From 7070322fe9578aa7212bbab6be064b35f1cf9fff Mon Sep 17 00:00:00 2001
From: harshpundhir <pundhirharsh6@gmail.com>
Date: Thu, 9 Nov 2023 21:56:48 +0100
Subject: [PATCH] Final Chnages

---
 .gitignore                                    |     38 +
 MANIFEST                                      |     76 +
 MANIFEST.in                                   |      1 +
 docs/Makefile                                 |    231 +
 docs/code.rst                                 |     32 +
 docs/conf.py                                  |    353 +
 docs/index.rst                                |    668 +
 docs/speed_performance.md                     |     53 +
 docs/teaching/CLARIAH-grlc-tutorial.pdf       |    Bin 0 -> 4230817 bytes
 .../teaching/cow_linked_data_sparql_intro.pdf |    Bin 0 -> 11670781 bytes
 docs/teaching/cow_usage.Rmd                   |    405 +
 docs/teaching/cow_usage.html                  |    538 +
 docs/teaching/cow_usage_20180228.pdf          |    Bin 0 -> 185809 bytes
 docs/teaching/img/triple_schema.png           |    Bin 0 -> 50734 bytes
 docs/teaching/old/cow2.pdf                    |    Bin 0 -> 196693 bytes
 docs/teaching/readme.txt                      |      1 +
 examples/LICENSE.txt                          |      7 +
 examples/artists.rdf                          | 115305 +++++++++++++++
 examples/buurt.rdf                            |     93 +
 examples/cow_person_example.rdf               |    117 +
 release.sh                                    |     81 +
 requirements.txt                              |     13 +
 setup.cfg                                     |      2 +
 setup.py                                      |     38 +
 src/COW_GUI.py                                |    150 +
 src/Delete_before_submission/LRU.txt          |    Bin 0 -> 272718 bytes
 src/Delete_before_submission/LRU_multi.png    |    Bin 0 -> 224651 bytes
 src/Delete_before_submission/LRU_multi.pstats |    Bin 0 -> 570077 bytes
 src/Delete_before_submission/LRU_new.txt      |    Bin 0 -> 272718 bytes
 src/Delete_before_submission/LRU_new_exp.txt  |    Bin 0 -> 272864 bytes
 .../LRU_new_exp_process_update.txt            |    Bin 0 -> 273006 bytes
 .../LRU_new_exp_process_update_multi.txt      |    Bin 0 -> 300808 bytes
 .../LRU_novel_new.txt                         |    Bin 0 -> 273006 bytes
 src/Delete_before_submission/LRU_single.png   |    Bin 0 -> 488877 bytes
 .../LRU_single.pstats                         |    Bin 0 -> 551841 bytes
 src/Delete_before_submission/multi_new.txt    |    Bin 0 -> 300808 bytes
 .../multiprocess_output_new.txt               |    Bin 0 -> 300808 bytes
 .../multiprocess_output_new_new.txt           |    Bin 0 -> 300808 bytes
 .../multiprocess_output_old.txt               |    Bin 0 -> 300808 bytes
 .../output_build_1.pstats                     |    Bin 0 -> 407025 bytes
 src/Delete_before_submission/output_dask.txt  |    Bin 0 -> 184904 bytes
 src/Delete_before_submission/output_memo.txt  |    Bin 0 -> 271802 bytes
 .../output_memo_hash.txt                      |    Bin 0 -> 271656 bytes
 .../output_memo_hash_all.txt                  |    Bin 0 -> 271832 bytes
 .../output_memo_lru.txt                       |    Bin 0 -> 271802 bytes
 .../output_memo_new.txt                       |    Bin 0 -> 271802 bytes
 .../output_process_changed.txt                |    Bin 0 -> 272114 bytes
 .../output_process_changed_cache.txt          |    Bin 0 -> 178354 bytes
 .../output_turtle.txt                         |      0
 src/artists.rdf                               | 115305 +++++++++++++++
 src/assets/frame0/button_1.png                |    Bin 0 -> 363 bytes
 src/assets/frame0/button_2.png                |    Bin 0 -> 1201 bytes
 src/assets/frame0/button_3.png                |    Bin 0 -> 1201 bytes
 src/assets/frame0/button_4.png                |    Bin 0 -> 897 bytes
 src/assets/frame0/button_5.png                |    Bin 0 -> 920 bytes
 src/assets/frame0/entry_1.png                 |    Bin 0 -> 308 bytes
 src/assets/frame0/entry_2.png                 |    Bin 0 -> 926 bytes
 src/config.py                                 |      4 +
 src/converter/csvw.py                         |    957 +
 src/converter/trail.py                        |      3 +
 src/converter/util/__init__.py                |    262 +
 src/converter/util/namespaces.yaml            |     39 +
 src/csvw_tool.py                              |    126 +
 src/output.txt                                |    Bin 0 -> 257248 bytes
 src/output_test.txt                           |    Bin 0 -> 300808 bytes
 src/testoutput.txt                            |    Bin 0 -> 257248 bytes
 stats/LRU_multi.png                           |    Bin 0 -> 224651 bytes
 stats/LRU_multi.pstats                        |    Bin 0 -> 570077 bytes
 stats/LRU_multi_new.txt                       |    Bin 0 -> 300808 bytes
 stats/LRU_single.png                          |    Bin 0 -> 488877 bytes
 stats/LRU_single.pstats                       |    Bin 0 -> 551841 bytes
 stats/LRU_single_new.txt                      |    Bin 0 -> 273006 bytes
 stats/output.png                              |    Bin 0 -> 192457 bytes
 stats/output.txt                              |    Bin 0 -> 271656 bytes
 stats/output_build_1.png                      |    Bin 0 -> 1033816 bytes
 stats/output_build_1.pstats                   |    Bin 0 -> 409804 bytes
 stats/output_convert_1.png                    |    Bin 0 -> 376505 bytes
 stats/output_convert_1.pstats                 |    Bin 0 -> 549930 bytes
 stats/output_memo.txt                         |    Bin 0 -> 271656 bytes
 79 files changed, 234898 insertions(+)
 create mode 100644 .gitignore
 create mode 100644 MANIFEST
 create mode 100644 MANIFEST.in
 create mode 100644 docs/Makefile
 create mode 100644 docs/code.rst
 create mode 100644 docs/conf.py
 create mode 100644 docs/index.rst
 create mode 100644 docs/speed_performance.md
 create mode 100644 docs/teaching/CLARIAH-grlc-tutorial.pdf
 create mode 100644 docs/teaching/cow_linked_data_sparql_intro.pdf
 create mode 100644 docs/teaching/cow_usage.Rmd
 create mode 100644 docs/teaching/cow_usage.html
 create mode 100644 docs/teaching/cow_usage_20180228.pdf
 create mode 100644 docs/teaching/img/triple_schema.png
 create mode 100644 docs/teaching/old/cow2.pdf
 create mode 100644 docs/teaching/readme.txt
 create mode 100644 examples/LICENSE.txt
 create mode 100644 examples/artists.rdf
 create mode 100644 examples/buurt.rdf
 create mode 100644 examples/cow_person_example.rdf
 create mode 100644 release.sh
 create mode 100644 requirements.txt
 create mode 100644 setup.cfg
 create mode 100644 setup.py
 create mode 100644 src/COW_GUI.py
 create mode 100644 src/Delete_before_submission/LRU.txt
 create mode 100644 src/Delete_before_submission/LRU_multi.png
 create mode 100644 src/Delete_before_submission/LRU_multi.pstats
 create mode 100644 src/Delete_before_submission/LRU_new.txt
 create mode 100644 src/Delete_before_submission/LRU_new_exp.txt
 create mode 100644 src/Delete_before_submission/LRU_new_exp_process_update.txt
 create mode 100644 src/Delete_before_submission/LRU_new_exp_process_update_multi.txt
 create mode 100644 src/Delete_before_submission/LRU_novel_new.txt
 create mode 100644 src/Delete_before_submission/LRU_single.png
 create mode 100644 src/Delete_before_submission/LRU_single.pstats
 create mode 100644 src/Delete_before_submission/multi_new.txt
 create mode 100644 src/Delete_before_submission/multiprocess_output_new.txt
 create mode 100644 src/Delete_before_submission/multiprocess_output_new_new.txt
 create mode 100644 src/Delete_before_submission/multiprocess_output_old.txt
 create mode 100644 src/Delete_before_submission/output_build_1.pstats
 create mode 100644 src/Delete_before_submission/output_dask.txt
 create mode 100644 src/Delete_before_submission/output_memo.txt
 create mode 100644 src/Delete_before_submission/output_memo_hash.txt
 create mode 100644 src/Delete_before_submission/output_memo_hash_all.txt
 create mode 100644 src/Delete_before_submission/output_memo_lru.txt
 create mode 100644 src/Delete_before_submission/output_memo_new.txt
 create mode 100644 src/Delete_before_submission/output_process_changed.txt
 create mode 100644 src/Delete_before_submission/output_process_changed_cache.txt
 create mode 100644 src/Delete_before_submission/output_turtle.txt
 create mode 100644 src/artists.rdf
 create mode 100644 src/assets/frame0/button_1.png
 create mode 100644 src/assets/frame0/button_2.png
 create mode 100644 src/assets/frame0/button_3.png
 create mode 100644 src/assets/frame0/button_4.png
 create mode 100644 src/assets/frame0/button_5.png
 create mode 100644 src/assets/frame0/entry_1.png
 create mode 100644 src/assets/frame0/entry_2.png
 create mode 100644 src/config.py
 create mode 100644 src/converter/csvw.py
 create mode 100644 src/converter/trail.py
 create mode 100644 src/converter/util/__init__.py
 create mode 100644 src/converter/util/namespaces.yaml
 create mode 100644 src/csvw_tool.py
 create mode 100644 src/output.txt
 create mode 100644 src/output_test.txt
 create mode 100644 src/testoutput.txt
 create mode 100644 stats/LRU_multi.png
 create mode 100644 stats/LRU_multi.pstats
 create mode 100644 stats/LRU_multi_new.txt
 create mode 100644 stats/LRU_single.png
 create mode 100644 stats/LRU_single.pstats
 create mode 100644 stats/LRU_single_new.txt
 create mode 100644 stats/output.png
 create mode 100644 stats/output.txt
 create mode 100644 stats/output_build_1.png
 create mode 100644 stats/output_build_1.pstats
 create mode 100644 stats/output_convert_1.png
 create mode 100644 stats/output_convert_1.pstats
 create mode 100644 stats/output_memo.txt

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..050e9f8
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,38 @@
+/cow_csvw.egg-info/
+*.json*
+*.bak
+*.csv
+*.zip
+*.gz
+.project
+.pydevproject
+commands.txt
+*.pyc
+.DS_Store
+rdf/
+datasets/
+bin/
+lib/
+man/
+local/
+scr/iribaker
+*.ttl
+*.nq
+sdh-private-dwarsliggers
+sdh-public-datasets
+sdh-private-hisco-datasets
+sdh-private-hsn
+src/iribaker-master
+include/
+.settings
+.Python
+hisco_job_local.sh
+TopBraid
+.metadata
+docs/_build
+src/iribaker/
+pip-selfcheck.json
+iribaker
+.vscode
+myvnenv/
+
diff --git a/MANIFEST b/MANIFEST
new file mode 100644
index 0000000..26af101
--- /dev/null
+++ b/MANIFEST
@@ -0,0 +1,76 @@
+# file GENERATED by distutils, do NOT edit
+requirements.txt
+setup.cfg
+setup.py
+src/__init__.py
+src/config.py
+src/csv2qb.py
+src/csv2qber-schema.py
+src/csvw_tool.py
+src/./__init__.py
+src/./config.py
+src/./csv2qb.py
+src/./csv2qb.py.bak
+src/./csv2qber-schema.py
+src/./csv2qber-schema.py.bak
+src/./csvw_tool.py
+src/./csvw_tool.py.bak
+src/./imf_error.csv
+src/./imf_error.csv-metadata.json
+src/./imf_error.csv.nq
+src/./imf_error.csv.nq.gz
+src/./imf_gdppc.csv-metadata.json_2019-06-04T163818.196469
+src/./imf_gdppc.csv-metadata.json_2019-06-04T164053.917631
+src/./imf_gdppc.csv-metadata.json_2019-06-04T164100.581681
+src/./imf_gdppc.csv-metadata.json_2019-06-11T110419.992387
+src/./imf_gdppc.csv-metadata.json_2019-06-11T140612.680478
+src/./imf_gdppc.csv-metadata.json_2019-06-11T141214.246992
+src/./imf_gdppc.csv-metadata.json_2019-06-13T141217.309818
+src/./imf_gdppc.csv-metadata.json_2019-06-13T150818.196254
+src/./imf_gdppc.csv-metadata.json_2019-06-13T154059.344242
+src/./imf_gdppc.csv-metadata.json_2019-06-14T113108.542834
+src/./imf_gdppc.csv-metadata.json_2019-07-05T110016.434347
+src/./imf_gdppc.csv-metadata.json_2019-07-05T110600.772615
+src/./imf_gdppc.csv-metadata.json_2019-08-02T104540.921380
+src/./locations.csv
+src/./locations.csv-metadata.json
+src/./locations.csv-metadata.json_2019-11-20T135842.834609
+src/./locations.csv-metadata.json_2019-11-20T145739.986309
+src/./locations.csv-metadata.json_2019-11-20T152557.209830
+src/./locations.csv.nq
+src/./locations.csv.zip
+src/./pip-selfcheck.json
+src/./converter/__init__.py
+src/./converter/__init__.py.bak
+src/./converter/__init__.pyc
+src/./converter/csvw.py
+src/./converter/csvw.py.bak
+src/./converter/csvw.pyc
+src/./converter/mappings.pyc
+src/./converter/qberify.py
+src/./converter/qberify.py.bak
+src/./converter/__pycache__/__init__.cpython-37.pyc
+src/./converter/__pycache__/csvw.cpython-37.pyc
+src/./converter/__pycache__/mappings.cpython-37.pyc
+src/./converter/util/__init__.py
+src/./converter/util/__init__.pyc
+src/./converter/util/namespaces.yaml
+src/./converter/util/__pycache__/__init__.cpython-37.pyc
+src/./old/canfamvocab_converter/canadacodes.json
+src/./old/canfamvocab_converter/canadadefs.txt
+src/./old/canfamvocab_converter/canfamconvert.r
+src/./old/canfamvocab_converter/canfamvocab.py
+src/./old/canfamvocab_converter/canfamvocab.py.bak
+src/./old/canfamvocab_converter/canfamvocab.r
+src/./old/canfamvocab_converter/readme.md
+src/./old/clio_converter/clio_job.sh
+src/./old/clio_converter/qbcliodata.py
+src/./old/ids_converter/ids_hsn.py
+src/./old/ids_converter/ids_hsn.py.bak
+src/./old/ids_converter/ids_sample.R
+src/./old/ids_converter/ids_sedd.py
+src/./old/nappvocab_converter/nappcodebook.json
+src/./old/nappvocab_converter/nappvocab.py
+src/./old/nappvocab_converter/nappvocab.py.bak
+src/./old/update-queries/auke_napp_enrolled.rq
+src/./src/pip-delete-this-directory.txt
diff --git a/MANIFEST.in b/MANIFEST.in
new file mode 100644
index 0000000..f9bd145
--- /dev/null
+++ b/MANIFEST.in
@@ -0,0 +1 @@
+include requirements.txt
diff --git a/docs/Makefile b/docs/Makefile
new file mode 100644
index 0000000..5c36d80
--- /dev/null
+++ b/docs/Makefile
@@ -0,0 +1,231 @@
+# Makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line.
+SPHINXOPTS    =
+SPHINXBUILD   = sphinx-build
+PAPER         =
+BUILDDIR      = _build
+
+# Internal variables.
+PAPEROPT_a4     = -D latex_paper_size=a4
+PAPEROPT_letter = -D latex_paper_size=letter
+ALLSPHINXOPTS   = -d $(BUILDDIR)/doctrees $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) .
+# the i18n builder cannot share the environment and doctrees with the others
+I18NSPHINXOPTS  = $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) .
+
+.PHONY: help
+help:
+	@echo "Please use \`make <target>' where <target> is one of"
+	@echo "  html       to make standalone HTML files"
+	@echo "  dirhtml    to make HTML files named index.html in directories"
+	@echo "  singlehtml to make a single large HTML file"
+	@echo "  pickle     to make pickle files"
+	@echo "  json       to make JSON files"
+	@echo "  htmlhelp   to make HTML files and a HTML help project"
+	@echo "  qthelp     to make HTML files and a qthelp project"
+	@echo "  applehelp  to make an Apple Help Book"
+	@echo "  devhelp    to make HTML files and a Devhelp project"
+	@echo "  epub       to make an epub"
+	@echo "  epub3      to make an epub3"
+	@echo "  latex      to make LaTeX files, you can set PAPER=a4 or PAPER=letter"
+	@echo "  latexpdf   to make LaTeX files and run them through pdflatex"
+	@echo "  latexpdfja to make LaTeX files and run them through platex/dvipdfmx"
+	@echo "  text       to make text files"
+	@echo "  man        to make manual pages"
+	@echo "  texinfo    to make Texinfo files"
+	@echo "  info       to make Texinfo files and run them through makeinfo"
+	@echo "  gettext    to make PO message catalogs"
+	@echo "  changes    to make an overview of all changed/added/deprecated items"
+	@echo "  xml        to make Docutils-native XML files"
+	@echo "  pseudoxml  to make pseudoxml-XML files for display purposes"
+	@echo "  linkcheck  to check all external links for integrity"
+	@echo "  doctest    to run all doctests embedded in the documentation (if enabled)"
+	@echo "  coverage   to run coverage check of the documentation (if enabled)"
+	@echo "  dummy      to check syntax errors of document sources"
+
+.PHONY: clean
+clean:
+	rm -rf $(BUILDDIR)/*
+
+.PHONY: html
+html:
+	$(SPHINXBUILD) -b html $(ALLSPHINXOPTS) $(BUILDDIR)/html
+	@echo
+	@echo "Build finished. The HTML pages are in $(BUILDDIR)/html."
+
+.PHONY: autohtml
+autohtml:
+	sphinx-autobuild -b html $(ALLSPHINXOPTS) $(BUILDDIR)/html
+	@echo
+	@echo "Build finished. The HTML pages are in $(BUILDDIR)/html."
+
+.PHONY: dirhtml
+dirhtml:
+	$(SPHINXBUILD) -b dirhtml $(ALLSPHINXOPTS) $(BUILDDIR)/dirhtml
+	@echo
+	@echo "Build finished. The HTML pages are in $(BUILDDIR)/dirhtml."
+
+.PHONY: singlehtml
+singlehtml:
+	$(SPHINXBUILD) -b singlehtml $(ALLSPHINXOPTS) $(BUILDDIR)/singlehtml
+	@echo
+	@echo "Build finished. The HTML page is in $(BUILDDIR)/singlehtml."
+
+.PHONY: pickle
+pickle:
+	$(SPHINXBUILD) -b pickle $(ALLSPHINXOPTS) $(BUILDDIR)/pickle
+	@echo
+	@echo "Build finished; now you can process the pickle files."
+
+.PHONY: json
+json:
+	$(SPHINXBUILD) -b json $(ALLSPHINXOPTS) $(BUILDDIR)/json
+	@echo
+	@echo "Build finished; now you can process the JSON files."
+
+.PHONY: htmlhelp
+htmlhelp:
+	$(SPHINXBUILD) -b htmlhelp $(ALLSPHINXOPTS) $(BUILDDIR)/htmlhelp
+	@echo
+	@echo "Build finished; now you can run HTML Help Workshop with the" \
+	      ".hhp project file in $(BUILDDIR)/htmlhelp."
+
+.PHONY: qthelp
+qthelp:
+	$(SPHINXBUILD) -b qthelp $(ALLSPHINXOPTS) $(BUILDDIR)/qthelp
+	@echo
+	@echo "Build finished; now you can run "qcollectiongenerator" with the" \
+	      ".qhcp project file in $(BUILDDIR)/qthelp, like this:"
+	@echo "# qcollectiongenerator $(BUILDDIR)/qthelp/CSVWConverters.qhcp"
+	@echo "To view the help file:"
+	@echo "# assistant -collectionFile $(BUILDDIR)/qthelp/CSVWConverters.qhc"
+
+.PHONY: applehelp
+applehelp:
+	$(SPHINXBUILD) -b applehelp $(ALLSPHINXOPTS) $(BUILDDIR)/applehelp
+	@echo
+	@echo "Build finished. The help book is in $(BUILDDIR)/applehelp."
+	@echo "N.B. You won't be able to view it unless you put it in" \
+	      "~/Library/Documentation/Help or install it in your application" \
+	      "bundle."
+
+.PHONY: devhelp
+devhelp:
+	$(SPHINXBUILD) -b devhelp $(ALLSPHINXOPTS) $(BUILDDIR)/devhelp
+	@echo
+	@echo "Build finished."
+	@echo "To view the help file:"
+	@echo "# mkdir -p $$HOME/.local/share/devhelp/CSVWConverters"
+	@echo "# ln -s $(BUILDDIR)/devhelp $$HOME/.local/share/devhelp/CSVWConverters"
+	@echo "# devhelp"
+
+.PHONY: epub
+epub:
+	$(SPHINXBUILD) -b epub $(ALLSPHINXOPTS) $(BUILDDIR)/epub
+	@echo
+	@echo "Build finished. The epub file is in $(BUILDDIR)/epub."
+
+.PHONY: epub3
+epub3:
+	$(SPHINXBUILD) -b epub3 $(ALLSPHINXOPTS) $(BUILDDIR)/epub3
+	@echo
+	@echo "Build finished. The epub3 file is in $(BUILDDIR)/epub3."
+
+.PHONY: latex
+latex:
+	$(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex
+	@echo
+	@echo "Build finished; the LaTeX files are in $(BUILDDIR)/latex."
+	@echo "Run \`make' in that directory to run these through (pdf)latex" \
+	      "(use \`make latexpdf' here to do that automatically)."
+
+.PHONY: latexpdf
+latexpdf:
+	$(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex
+	@echo "Running LaTeX files through pdflatex..."
+	$(MAKE) -C $(BUILDDIR)/latex all-pdf
+	@echo "pdflatex finished; the PDF files are in $(BUILDDIR)/latex."
+
+.PHONY: latexpdfja
+latexpdfja:
+	$(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex
+	@echo "Running LaTeX files through platex and dvipdfmx..."
+	$(MAKE) -C $(BUILDDIR)/latex all-pdf-ja
+	@echo "pdflatex finished; the PDF files are in $(BUILDDIR)/latex."
+
+.PHONY: text
+text:
+	$(SPHINXBUILD) -b text $(ALLSPHINXOPTS) $(BUILDDIR)/text
+	@echo
+	@echo "Build finished. The text files are in $(BUILDDIR)/text."
+
+.PHONY: man
+man:
+	$(SPHINXBUILD) -b man $(ALLSPHINXOPTS) $(BUILDDIR)/man
+	@echo
+	@echo "Build finished. The manual pages are in $(BUILDDIR)/man."
+
+.PHONY: texinfo
+texinfo:
+	$(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo
+	@echo
+	@echo "Build finished. The Texinfo files are in $(BUILDDIR)/texinfo."
+	@echo "Run \`make' in that directory to run these through makeinfo" \
+	      "(use \`make info' here to do that automatically)."
+
+.PHONY: info
+info:
+	$(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo
+	@echo "Running Texinfo files through makeinfo..."
+	make -C $(BUILDDIR)/texinfo info
+	@echo "makeinfo finished; the Info files are in $(BUILDDIR)/texinfo."
+
+.PHONY: gettext
+gettext:
+	$(SPHINXBUILD) -b gettext $(I18NSPHINXOPTS) $(BUILDDIR)/locale
+	@echo
+	@echo "Build finished. The message catalogs are in $(BUILDDIR)/locale."
+
+.PHONY: changes
+changes:
+	$(SPHINXBUILD) -b changes $(ALLSPHINXOPTS) $(BUILDDIR)/changes
+	@echo
+	@echo "The overview file is in $(BUILDDIR)/changes."
+
+.PHONY: linkcheck
+linkcheck:
+	$(SPHINXBUILD) -b linkcheck $(ALLSPHINXOPTS) $(BUILDDIR)/linkcheck
+	@echo
+	@echo "Link check complete; look for any errors in the above output " \
+	      "or in $(BUILDDIR)/linkcheck/output.txt."
+
+.PHONY: doctest
+doctest:
+	$(SPHINXBUILD) -b doctest $(ALLSPHINXOPTS) $(BUILDDIR)/doctest
+	@echo "Testing of doctests in the sources finished, look at the " \
+	      "results in $(BUILDDIR)/doctest/output.txt."
+
+.PHONY: coverage
+coverage:
+	$(SPHINXBUILD) -b coverage $(ALLSPHINXOPTS) $(BUILDDIR)/coverage
+	@echo "Testing of coverage in the sources finished, look at the " \
+	      "results in $(BUILDDIR)/coverage/python.txt."
+
+.PHONY: xml
+xml:
+	$(SPHINXBUILD) -b xml $(ALLSPHINXOPTS) $(BUILDDIR)/xml
+	@echo
+	@echo "Build finished. The XML files are in $(BUILDDIR)/xml."
+
+.PHONY: pseudoxml
+pseudoxml:
+	$(SPHINXBUILD) -b pseudoxml $(ALLSPHINXOPTS) $(BUILDDIR)/pseudoxml
+	@echo
+	@echo "Build finished. The pseudo-XML files are in $(BUILDDIR)/pseudoxml."
+
+.PHONY: dummy
+dummy:
+	$(SPHINXBUILD) -b dummy $(ALLSPHINXOPTS) $(BUILDDIR)/dummy
+	@echo
+	@echo "Build finished. Dummy builder generates no files."
diff --git a/docs/code.rst b/docs/code.rst
new file mode 100644
index 0000000..3251e63
--- /dev/null
+++ b/docs/code.rst
@@ -0,0 +1,32 @@
+Documentation for the Code
+**************************
+
+.. .. automodule:: csvw-tool
+..    :members:
+
+
+The ``converter`` package
+=========================
+
+This package focuses on QBer-style conversions. In other words, the instructions are a JSON datastructure that
+either specifies mappings for each potential value in the CSV file, or generates a standard URI or Literal value.
+
+The resulting RDF is always a Nanopublication with a DataCube datastructure definition and dataset containing the converted data.
+
+.. automodule:: converter
+   :members:
+
+The ``converter.csvw`` module
+=============================
+
+.. automodule:: converter.csvw
+   :members:
+
+The ``converter.util`` package
+==============================
+
+.. automodule:: converter.util
+   :members:
+
+.. .. autoclass:: converter.csvw.CSVWConverter
+..    :members:
diff --git a/docs/conf.py b/docs/conf.py
new file mode 100644
index 0000000..6d1bd31
--- /dev/null
+++ b/docs/conf.py
@@ -0,0 +1,353 @@
+# -*- coding: utf-8 -*-
+#
+# CSVW Converters documentation build configuration file, created by
+# sphinx-quickstart on Fri Nov 18 13:15:57 2016.
+#
+# This file is execfile()d with the current directory set to its
+# containing dir.
+#
+# Note that not all possible configuration values are present in this
+# autogenerated file.
+#
+# All configuration values have a default; values that are commented out
+# serve to show the default.
+
+# If extensions (or modules to document with autodoc) are in another directory,
+# add these directories to sys.path here. If the directory is relative to the
+# documentation root, use os.path.abspath to make it absolute, like shown here.
+#
+# import os
+# import sys
+# sys.path.insert(0, os.path.abspath('.'))
+
+# -- General configuration ------------------------------------------------
+
+# If your documentation needs a minimal Sphinx version, state it here.
+#
+# needs_sphinx = '1.0'
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
+# ones.
+import sys
+
+sys.path.append('../src')
+
+
+extensions = [
+    'sphinx.ext.autodoc',
+    'sphinx.ext.intersphinx',
+    'sphinx.ext.todo',
+    'sphinx.ext.coverage',
+    'sphinx.ext.viewcode'
+]
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ['_templates']
+
+# The suffix(es) of source filenames.
+# You can specify multiple suffix as a list of string:
+#
+# source_suffix = ['.rst', '.md']
+source_suffix = '.rst'
+
+# The encoding of source files.
+#
+# source_encoding = 'utf-8-sig'
+
+# The master toctree document.
+master_doc = 'index'
+
+# General information about the project.
+project = u'CSVW Converters'
+copyright = u'2016, Rinke Hoekstra'
+author = u'Rinke Hoekstra'
+
+# The version info for the project you're documenting, acts as replacement for
+# |version| and |release|, also used in various other places throughout the
+# built documents.
+#
+# The short X.Y version.
+version = u'1.0'
+# The full version, including alpha/beta/rc tags.
+release = u'1.0.0'
+
+# The language for content autogenerated by Sphinx. Refer to documentation
+# for a list of supported languages.
+#
+# This is also used if you do content translation via gettext catalogs.
+# Usually you set "language" from the command line for these cases.
+language = None
+
+# There are two options for replacing |today|: either, you set today to some
+# non-false value, then it is used:
+#
+# today = ''
+#
+# Else, today_fmt is used as the format for a strftime call.
+#
+# today_fmt = '%B %d, %Y'
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+# This patterns also effect to html_static_path and html_extra_path
+exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store']
+
+# The reST default role (used for this markup: `text`) to use for all
+# documents.
+#
+# default_role = None
+
+# If true, '()' will be appended to :func: etc. cross-reference text.
+#
+# add_function_parentheses = True
+
+# If true, the current module name will be prepended to all description
+# unit titles (such as .. function::).
+#
+# add_module_names = True
+
+# If true, sectionauthor and moduleauthor directives will be shown in the
+# output. They are ignored by default.
+#
+# show_authors = False
+
+# The name of the Pygments (syntax highlighting) style to use.
+pygments_style = 'sphinx'
+
+# A list of ignored prefixes for module index sorting.
+# modindex_common_prefix = []
+
+# If true, keep warnings as "system message" paragraphs in the built documents.
+# keep_warnings = False
+
+# If true, `todo` and `todoList` produce output, else they produce nothing.
+todo_include_todos = True
+
+
+# -- Options for HTML output ----------------------------------------------
+
+# The theme to use for HTML and HTML Help pages.  See the documentation for
+# a list of builtin themes.
+#
+html_theme = 'alabaster'
+
+# Theme options are theme-specific and customize the look and feel of a theme
+# further.  For a list of options available for each theme, see the
+# documentation.
+#
+# html_theme_options = {}
+
+# Add any paths that contain custom themes here, relative to this directory.
+# html_theme_path = []
+
+# The name for this set of Sphinx documents.
+# "<project> v<release> documentation" by default.
+#
+# html_title = u'CSVW Converters v1.0.0'
+
+# A shorter title for the navigation bar.  Default is the same as html_title.
+#
+# html_short_title = None
+
+# The name of an image file (relative to this directory) to place at the top
+# of the sidebar.
+#
+# html_logo = None
+
+# The name of an image file (relative to this directory) to use as a favicon of
+# the docs.  This file should be a Windows icon file (.ico) being 16x16 or 32x32
+# pixels large.
+#
+# html_favicon = None
+
+# Add any paths that contain custom static files (such as style sheets) here,
+# relative to this directory. They are copied after the builtin static files,
+# so a file named "default.css" will overwrite the builtin "default.css".
+html_static_path = ['_static']
+
+# Add any extra paths that contain custom files (such as robots.txt or
+# .htaccess) here, relative to this directory. These files are copied
+# directly to the root of the documentation.
+#
+# html_extra_path = []
+
+# If not None, a 'Last updated on:' timestamp is inserted at every page
+# bottom, using the given strftime format.
+# The empty string is equivalent to '%b %d, %Y'.
+#
+# html_last_updated_fmt = None
+
+# If true, SmartyPants will be used to convert quotes and dashes to
+# typographically correct entities.
+#
+# html_use_smartypants = True
+
+# Custom sidebar templates, maps document names to template names.
+#
+# html_sidebars = {}
+
+# Additional templates that should be rendered to pages, maps page names to
+# template names.
+#
+# html_additional_pages = {}
+
+# If false, no module index is generated.
+#
+# html_domain_indices = True
+
+# If false, no index is generated.
+#
+# html_use_index = True
+
+# If true, the index is split into individual pages for each letter.
+#
+# html_split_index = False
+
+# If true, links to the reST sources are added to the pages.
+#
+# html_show_sourcelink = True
+
+# If true, "Created using Sphinx" is shown in the HTML footer. Default is True.
+#
+# html_show_sphinx = True
+
+# If true, "(C) Copyright ..." is shown in the HTML footer. Default is True.
+#
+# html_show_copyright = True
+
+# If true, an OpenSearch description file will be output, and all pages will
+# contain a <link> tag referring to it.  The value of this option must be the
+# base URL from which the finished HTML is served.
+#
+# html_use_opensearch = ''
+
+# This is the file name suffix for HTML files (e.g. ".xhtml").
+# html_file_suffix = None
+
+# Language to be used for generating the HTML full-text search index.
+# Sphinx supports the following languages:
+#   'da', 'de', 'en', 'es', 'fi', 'fr', 'hu', 'it', 'ja'
+#   'nl', 'no', 'pt', 'ro', 'ru', 'sv', 'tr', 'zh'
+#
+# html_search_language = 'en'
+
+# A dictionary with options for the search language support, empty by default.
+# 'ja' uses this config value.
+# 'zh' user can custom change `jieba` dictionary path.
+#
+# html_search_options = {'type': 'default'}
+
+# The name of a javascript file (relative to the configuration directory) that
+# implements a search results scorer. If empty, the default will be used.
+#
+# html_search_scorer = 'scorer.js'
+
+# Output file base name for HTML help builder.
+htmlhelp_basename = 'CSVWConvertersdoc'
+
+# -- Options for LaTeX output ---------------------------------------------
+
+latex_elements = {
+     # The paper size ('letterpaper' or 'a4paper').
+     #
+     # 'papersize': 'letterpaper',
+
+     # The font size ('10pt', '11pt' or '12pt').
+     #
+     # 'pointsize': '10pt',
+
+     # Additional stuff for the LaTeX preamble.
+     #
+     # 'preamble': '',
+
+     # Latex figure (float) alignment
+     #
+     # 'figure_align': 'htbp',
+}
+
+# Grouping the document tree into LaTeX files. List of tuples
+# (source start file, target name, title,
+#  author, documentclass [howto, manual, or own class]).
+latex_documents = [
+    (master_doc, 'CSVWConverters.tex', u'CSVW Converters Documentation',
+     u'Rinke Hoekstra', 'manual'),
+]
+
+# The name of an image file (relative to this directory) to place at the top of
+# the title page.
+#
+# latex_logo = None
+
+# For "manual" documents, if this is true, then toplevel headings are parts,
+# not chapters.
+#
+# latex_use_parts = False
+
+# If true, show page references after internal links.
+#
+# latex_show_pagerefs = False
+
+# If true, show URL addresses after external links.
+#
+# latex_show_urls = False
+
+# Documents to append as an appendix to all manuals.
+#
+# latex_appendices = []
+
+# It false, will not define \strong, \code, 	itleref, \crossref ... but only
+# \sphinxstrong, ..., \sphinxtitleref, ... To help avoid clash with user added
+# packages.
+#
+# latex_keep_old_macro_names = True
+
+# If false, no module index is generated.
+#
+# latex_domain_indices = True
+
+
+# -- Options for manual page output ---------------------------------------
+
+# One entry per manual page. List of tuples
+# (source start file, name, description, authors, manual section).
+man_pages = [
+    (master_doc, 'csvwconverters', u'CSVW Converters Documentation',
+     [author], 1)
+]
+
+# If true, show URL addresses after external links.
+#
+# man_show_urls = False
+
+
+# -- Options for Texinfo output -------------------------------------------
+
+# Grouping the document tree into Texinfo files. List of tuples
+# (source start file, target name, title, author,
+#  dir menu entry, description, category)
+texinfo_documents = [
+    (master_doc, 'CSVWConverters', u'CSVW Converters Documentation',
+     author, 'CSVWConverters', 'One line description of project.',
+     'Miscellaneous'),
+]
+
+# Documents to append as an appendix to all manuals.
+#
+# texinfo_appendices = []
+
+# If false, no module index is generated.
+#
+# texinfo_domain_indices = True
+
+# How to display URL addresses: 'footnote', 'no', or 'inline'.
+#
+# texinfo_show_urls = 'footnote'
+
+# If true, do not generate a @detailmenu in the "Top" node's menu.
+#
+# texinfo_no_detailmenu = False
+
+
+# Example configuration for intersphinx: refer to the Python standard library.
+intersphinx_mapping = {'https://docs.python.org/': None}
diff --git a/docs/index.rst b/docs/index.rst
new file mode 100644
index 0000000..302609a
--- /dev/null
+++ b/docs/index.rst
@@ -0,0 +1,668 @@
+.. CSVW Converters documentation master file, created by
+   sphinx-quickstart on Fri Nov 18 13:15:57 2016.
+   You can adapt this file completely to your liking, but it should at least
+   contain the root `toctree` directive.
+
+.. highlight:: python
+  :linenothreshold: 5
+
+.. toctree::
+  :hidden:
+  :maxdepth: 2
+
+  self
+  :doc:`code`
+
+
+*********************************
+CoW: Converter for CSV on the Web
+*********************************
+
+This package is a comprehensive tool (CoW [#f2]_) for batch conversion of multiple datasets expressed in CSV. It uses a JSON schema expressed using an extended version of the CSVW standard, to convert CSV files to RDF in scalable fashion.
+
+====
+
+Instead of using the command line tool there is also the webservice `cattle <http://cattle.datalegend.net/>`_, providing the same functionality that CoW provides without having to install it. CSV files can be uploaded to the service and a JSON schema will be created, using that JSON schema cattle is able to create a RDF structured graph. More information about cattle, including how to use it, can be found at: https://github.com/CLARIAH/cattle.
+
+====
+
+`CSV on the Web (CSVW) <https://www.w3.org/ns/csvw>`_ is a W3C standard for metadata descriptions for tabular data. Typically, these data reside in CSV files. CSVW metadata is captured in ``.csv-metadata.json`` files that live alongside the CSV files that they describe. For instance, a CSV file called ``data.csv`` and its metadata ``data.csv-metadata.json`` would be hosted at::
+
+  http://example.com/data.csv
+  http://example.com/data.csv-metadata.json
+
+Another feature of CSVW is that it allows the specification of a mapping (or interpretation) of values in the CSV in terms of RDF. The ``tableSchema`` element in CSVW files defines per column what its properties should be, but may also define custom mappings to e.g. URIs in RDF.
+
+Interestingly, the JSON format used by CSVW metadata is an `extension of the JSON-LD specification <https://www.w3.org/TR/json-ld/>`_, a JSON-based serialization for Linked Data. As a consequence of this, the CSVW metadata can be directly attached (as provenance) to the RDF resulting from a CSVW-based conversion.
+
+This is exactly what the CoW converter does.
+
+The rest of this documentation will be fairly technical, for some hands-on examples you can take a look at the `Wiki <https://github.com/CLARIAH/CoW/wiki>`_.
+
+Features & Limitations
+======================
+
+Compared to the CSVW specification, the converter has a number of limitations and extra features. These are:
+
+1. CoW *does not* perform any schema checking, and ignores any and all parts of the `CSVW Specification <https://www.w3.org/ns/csvw>`_ that are not directly needed for the RDF conversion.
+
+2. CoW extends the CSVW specification in several ways:
+
+  * Advanced formatting of URLs and values
+  * Dealing with multiple null values and null values for one or more other columns.
+  * Simple SKOS support (generating collections and schemes)
+  * Optionally skipping/not skipping empty cells
+  * A default set of namespace prefixes
+
+3. CoW does some smart guessing:
+
+  * Determining file encoding
+  * Determining the delimiter
+  * Generating a skeleton schema for any CSV file (see :ref:`here <skeleton-schema>`)
+
+4. CoW produces extensive provenance:
+
+  * Converted data is encapsulated in a `Nanopublication <http://nanopub.org>`_
+  * The original CSVW schema is encapsulated in the `np:hasProvenance` graph associated with the nanopublication.
+
+Installation
+============
+
+Prerequisites
+-------------
+
+* Python 3.8 (installed on most systems)
+* ``pip3``
+* ``virtualenv`` (simply `pip3 install virtualenv`) [#f1]_
+
+Installing with pip (preferred)
+-------------------------------
+
+Open up a terminal (or Command Prompt when you are using Windows) and instantiate a virtual Python environment::
+
+  virtualenv .
+
+Activate the virtual environment::
+
+  source bin/activate
+
+Install CoW in the new environment::
+
+  pip3 install cow_csvw
+
+To upgrade a previously installed version of CoW, do::
+
+  pip3 install --upgrade cow_csvw
+
+(you might need permissions if you're installing outside a virtualenv).
+To check the version currently installed::
+
+  cow_tool --version
+
+
+To get help::
+
+  cow_tool
+
+.. Installing with git
+.. -------------------
+
+.. Open up a terminal (or Command Prompt when you are using Windows), and clone this repository to a directory of your choice::
+
+..   git clone https://github.com/CLARIAH/CoW.git
+
+.. Of course you can also use a git client with a UI.
+
+.. Change into the directory that was just created, and instantiate a virtual Python environment::
+
+..   virtualenv .
+
+.. Activate the virtual environment::
+
+..   source bin/activate
+
+.. Install the required packages::
+
+..   pip3 install -r requirements.txt
+
+.. Change directory to ``src``, and optionally replace the author in the ``config.py`` with your own data. When following the instructions in the next section always replace ``cow_tool`` with `python csvw_tool.py` when writing in the terminal (or Command Prompt).
+
+Usage
+=====
+
+The primary command line script for CSVW-based conversion is ``cow_tool``. It can be used for two tasks:
+
+1. Generating a :ref:`skeleton CSVW JSON-Schema <skeleton-schema>` for a specific CSV file.
+2. Using such a schema to :ref:`convert a CSV file to RDF <converting-csv>` (in `NQuads format <https://www.w3.org/TR/n-quads/>`_)
+
+General usage instructions can be obtained by running ``cow_tool -h``::
+
+  usage: cow_tool [-h] [--dataset DATASET] [--delimiter DELIMITER]
+                  [--quotechar QUOTECHAR] [--processes PROCESSES]
+                  [--chunksize CHUNKSIZE] [--base BASE]
+                  {convert,build} file [file ...]
+
+The table below gives a brief description of each of these options.
+
+.. table:: Commandline options for ``cow_tool``
+
+   ===================    ===========
+   Option                 Explanation
+   ===================    ===========
+   ``dataset``            Specifies the name of the dataset, if it is different from the filename with the ``.csv`` extension stripped.
+   ``delimiter``          Forces the use of a specific delimiter when parsing the CSV file (only used with ``build`` option)
+   ``quotechar``          Forces the use of a specific quote character (default is ``"``, only used with ``build`` option)
+   ``encoding``           Forces the use of a specific file encoding when parsing the CSV file (only used with ``build`` option)
+   ``processes``          Specifies the number of parallel processes to use when converting a CSV file (default is 4)
+   ``chunksize``          Specifies the number of lines that will be passed to each process (default is 5000)
+   ``base``               The base for URIs generated with the schema (only used with ``build`` option, the default is ``http://data.socialhistory.org``)
+   ``{convert,build}``    The ``convert`` option triggers a conversion to RDF for the files specified in ``file [file ...]``. The ``build`` option generates a skeleton JSON schema for the files specified.
+   ``file [file ...]``    A list of files to be converted (or "built"); any unix-style wildcards are allowed.
+   ===================    ===========
+
+.. _skeleton-schema:
+
+Generating a Skeleton Schema
+----------------------------
+
+Since JSON is a rather verbose language, and we currently do not have a convenient UI for constructing CSVW schema files, CoW allows you to generate a skeleton schema for any CSV file.
+
+Suppose you want to build a skeleton schema for a file ``imf_gdppc.csv`` (from [#f4]_) that looks like::
+
+  Rank;Country;GDP_Per_Capita
+  1;Qatar;131,063
+  2;Luxembourg;104,906
+  3;Macau;96,832
+  4;Singapore;90,249
+  5;Brunei Darussalam;83,513
+  6;Kuwait;72,675
+  7;Ireland;72,524
+  8;Norway;70,645
+
+Make sure you have your virtual environment enabled (if applicable), and run::
+
+  cow_tool build imf_gdppc.csv --base=http://example.com/resource
+
+The ``--base`` option specifies the base for all URIs generated through the schema. This is ``https://iisg.amsterdam/`` by default (see http://datalegend.net)
+
+This will generate a file called ``imf_gdppc.csv-metadata.json`` with the following contents:
+
+.. code-block:: json
+  :linenos:
+
+  {
+   "dialect": {
+    "quoteChar": "\"", 
+    "delimiter": ";", 
+    "encoding": "ascii"
+   }, 
+   "dcat:keyword": [], 
+   "dc:license": {
+    "@id": "http://opendefinition.org/licenses/cc-by/"
+   }, 
+   "dc:publisher": {
+    "schema:name": "CLARIAH Structured Data Hub - Datalegend", 
+    "schema:url": {
+     "@id": "http://datalegend.net"
+    }
+   }, 
+   "url": "imf_gdppc.csv", 
+   "@context": [
+    "http://csvw.clariah-sdh.eculture.labs.vu.nl/csvw.json", 
+    {
+     "@base": "http://example.com/resource/", 
+     "@language": "en"
+    }, 
+    {
+     "owl": "http://www.w3.org/2002/07/owl#", 
+     "napp-eng81": "https://iisg.amsterdam/napp/dataset/englandwales1881/", 
+     "dbo": "http://dbpedia.org/ontology/", 
+     "clioctr": "https://iisg.amsterdam/clio/country/", 
+     "hisclass": "https://iisg.amsterdam/hisclass/", 
+     "hisco-product": "https://iisg.amsterdam/hisco/product/", 
+     "ldp": "http://www.w3.org/ns/ldp#", 
+     "clio": "https://iisg.amsterdam/clio/", 
+     "occhisco": "https://iisg.amsterdam/napp/OCCHISCO/", 
+     "dbr": "http://dbpedia.org/resource/", 
+     "skos": "http://www.w3.org/2004/02/skos/core#", 
+     "xml": "http://www.w3.org/XML/1998/namespace/", 
+     "sdmx-concept": "http://purl.org/linked-data/sdmx/2009/concept#", 
+     "napp": "https://iisg.amsterdam/napp/", 
+     "prov": "http://www.w3.org/ns/prov#", 
+     "sdmx-code": "http://purl.org/linked-data/sdmx/2009/code#", 
+     "napp-can91": "https://iisg.amsterdam/napp/dataset/canada1891/", 
+     "hiscam": "https://iisg.amsterdam/hiscam/", 
+     "dbpedia": "http://dbpedia.org/resource/", 
+     "np": "http://www.nanopub.org/nschema#", 
+     "hisclass5": "https://iisg.amsterdam/hisclass5/", 
+     "canfam-auke": "https://iisg.amsterdam/canfam/auke/", 
+     "dcterms": "http://purl.org/dc/terms/", 
+     "schema": "http://schema.org/", 
+     "foaf": "http://xmlns.com/foaf/0.1/", 
+     "sdv": "http://example.com/resource/vocab/", 
+     "hisco": "https://iisg.amsterdam/hisco/", 
+     "bibo": "http://purl.org/ontology/bibo/", 
+     "sdmx-dimension": "http://purl.org/linked-data/sdmx/2009/dimension#", 
+     "hsn": "https://iisg.amsterdam/hsn2013a/", 
+     "dc": "http://purl.org/dc/terms/", 
+     "hisco-relation": "https://iisg.amsterdam/hisco/relation/", 
+     "hisco-status": "https://iisg.amsterdam/hisco/status/", 
+     "dbp": "http://dbpedia.org/property/", 
+     "clioprop": "https://iisg.amsterdam/clio/property/", 
+     "csvw": "http://www.w3.org/ns/csvw#", 
+     "clioind": "https://iisg.amsterdam/clio/indicator/", 
+     "dc11": "http://purl.org/dc/elements/1.1/", 
+     "qb": "http://purl.org/linked-data/cube#", 
+     "canfam-dimension": "http://data.socialhistory.org/vocab/canfam/dimension/", 
+     "rdfs": "http://www.w3.org/2000/01/rdf-schema#", 
+     "canfam": "https://iisg.amsterdam/canfam/dataset/canada1901/", 
+     "napp-sct81": "https://iisg.amsterdam/napp/dataset/scotland1881/", 
+     "sdmx-measure": "http://purl.org/linked-data/sdmx/2009/measure#", 
+     "rdf": "http://www.w3.org/1999/02/22-rdf-syntax-ns#", 
+     "sdr": "http://example.com/resource/", 
+     "xsd": "http://www.w3.org/2001/XMLSchema#", 
+     "time": "http://www.w3.org/2006/time#", 
+     "napp-dimension": "http://data.socialhistory.org/vocab/napp/dimension/"
+    }
+   ], 
+   "dc:title": "imf_gdppc.csv", 
+   "@id": "http://example.com/resource/imf_gdppc.csv", 
+   "dc:modified": {
+    "@value": "2018-11-14", 
+    "@type": "xsd:date"
+   }, 
+   "tableSchema": {
+    "aboutUrl": "{_row}", 
+    "primaryKey": "Rank", 
+    "columns": [
+     {
+      "datatype": "string", 
+      "titles": [
+       "Rank"
+      ], 
+      "@id": "http://example.com/resource/imf_gdppc.csv/column/Rank", 
+      "name": "Rank", 
+      "dc:description": "Rank"
+     }, 
+     {
+      "datatype": "string", 
+      "titles": [
+       "Country"
+      ], 
+      "@id": "http://example.com/resource/imf_gdppc.csv/column/Country", 
+      "name": "Country", 
+      "dc:description": "Country"
+     }, 
+     {
+      "datatype": "string", 
+      "titles": [
+       "GDP_Per_Capita"
+      ], 
+      "@id": "http://example.com/resource/imf_gdppc.csv/column/GDP_Per_Capita", 
+      "name": "GDP_Per_Capita", 
+      "dc:description": "GDP_Per_Capita"
+     }
+    ]
+   }
+  }
+
+The exact meaning of this structure is explained in :ref:`the section below <the-schema>`.
+
+.. _converting-csv:
+
+Converting a CSV file
+---------------------
+
+If we now want to convert our example file ``imf_gdppc.csv``, you first make sure you have your virtual environment enabled (if applicable), and run::
+
+  cow_tool convert imf_gdppc.csv
+
+This will produce a file `imf_gdppc.csv.nq` that holds an NQuads serialization of the RDF.
+
+This is also the preferred method for converting multiple files at the same time. For instance, if you want to convert `all` CSV files in a specific directory, simply use unix-style wildcards::
+
+  cow_tool convert /path/to/some/directory/*.csv
+
+Going back to our running example, the resulting RDF will be serialized as N-Quads. This is a computer friendly but not so much human friendly serialization so for the benefit of (human) readability below the RDF will be represented in the TriG serialization:
+
+.. code-block:: turtle
+  :linenos:
+
+  @prefix ns1: <http://www.w3.org/ns/prov#> .
+  @prefix ns2: <http://www.w3.org/ns/csvw#> .
+  @prefix ns3: <http://schema.org/> .
+  @prefix ns4: <http://purl.org/dc/terms/> .
+  @prefix ns5: <urn:uuid:5> .
+  @prefix ns6: <http://www.nanopub.org/nschema#> .
+  @prefix ns7: <https://iisg.amsterdam/vocab/> .
+  @prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
+  @prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
+  @prefix xml: <http://www.w3.org/XML/1998/namespace> .
+  @prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
+
+  <https://iisg.amsterdam/imf_gdppc/pubinfo/48422b27/2018-11-14T10:59> {
+      <https://iisg.amsterdam/imf_gdppc/nanopublication/48422b27/2018-11-14T10:59> ns1:generatedAtTime "2018-11-14T10:59:00"^^xsd:dateTime ;
+          ns1:wasGeneratedBy <https://github.com/CLARIAH/wp4-converters> .
+  }
+
+  <https://iisg.amsterdam/imf_gdppc/provenance/48422b27/2018-11-14T10:59> {
+      <https://iisg.amsterdam/imf_gdppc/assertion/48422b27/2018-11-14T10:59> ns1:generatedAtTime "2018-11-14T10:59:00"^^xsd:dateTime ;
+          ns1:wasDerivedFrom <http://example.com/resource/imf_gdppc.csv>,
+              <https://iisg.amsterdam/48422b27cba4a0e68c9c66d0f7ca614ec688dfcb> .
+
+      <http://example.com/resource/__row_> ns1:wasDerivedFrom "http://example.com/resource/{_row}"^^xsd:string .
+
+      <http://example.com/resource/imf_gdppc.csv> ns4:license <http://opendefinition.org/licenses/cc-by/> ;
+          ns4:modified "2018-11-14"^^xsd:date ;
+          ns4:publisher [ ns3:name "CLARIAH Structured Data Hub - Datalegend"@en ;
+                  ns3:url <http://datalegend.net/> ] ;
+          ns4:title "imf_gdppc.csv"@en ;
+          ns2:dialect [ ns2:delimiter ";" ;
+                  ns2:encoding "ascii" ;
+                  ns2:quoteChar "\"" ] ;
+          ns2:tableSchema [ ns2:aboutUrl <http://example.com/resource/__row_> ;
+                  ns2:column ( <http://example.com/resource/imf_gdppc.csv/column/Rank> <http://example.com/resource/imf_gdppc.csv/column/Country> <http://example.com/resource/imf_gdppc.csv/column/GDP_Per_Capita> ) ;
+                  ns2:primaryKey "Rank" ] ;
+          ns2:url "imf_gdppc.csv"^^xsd:anyURI .
+
+      <http://example.com/resource/imf_gdppc.csv/column/Country> ns4:description "Country"@en ;
+          ns2:datatype xsd:string ;
+          ns2:name "Country" ;
+          ns2:title "Country"@en .
+
+      <http://example.com/resource/imf_gdppc.csv/column/GDP_Per_Capita> ns4:description "GDP_Per_Capita"@en ;
+          ns2:datatype xsd:string ;
+          ns2:name "GDP_Per_Capita" ;
+          ns2:title "GDP_Per_Capita"@en .
+
+      <http://example.com/resource/imf_gdppc.csv/column/Rank> ns4:description "Rank"@en ;
+          ns2:datatype xsd:string ;
+          ns2:name "Rank" ;
+          ns2:title "Rank"@en .
+  }
+
+  ns5:db490c7-50c3-4ad6-b0df-d48fe3dfa984 {
+      <https://iisg.amsterdam/48422b27cba4a0e68c9c66d0f7ca614ec688dfcb> ns7:path "/tmp/V2RY7QULW9/web_interface/91a7c0a271826cf3e7e5b470dfd5e345/imf_gdppc.csv"^^xsd:string ;
+          ns7:sha1_hash "48422b27cba4a0e68c9c66d0f7ca614ec688dfcb"^^xsd:string .
+
+      <https://iisg.amsterdam/imf_gdppc/nanopublication/48422b27/2018-11-14T10:59> a ns6:Nanopublication ;
+          ns6:hasAssertion <https://iisg.amsterdam/imf_gdppc/assertion/48422b27/2018-11-14T10:59> ;
+          ns6:hasProvenance <https://iisg.amsterdam/imf_gdppc/provenance/48422b27/2018-11-14T10:59> ;
+          ns6:hasPublicationInfo <https://iisg.amsterdam/imf_gdppc/pubinfo/48422b27/2018-11-14T10:59> .
+
+      <https://iisg.amsterdam/imf_gdppc/assertion/48422b27/2018-11-14T10:59> a ns6:Assertion .
+
+      <https://iisg.amsterdam/imf_gdppc/provenance/48422b27/2018-11-14T10:59> a ns6:Provenance .
+
+      <https://iisg.amsterdam/imf_gdppc/pubinfo/48422b27/2018-11-14T10:59> a ns6:PublicationInfo .
+  }
+
+  <https://iisg.amsterdam/imf_gdppc/assertion/48422b27/2018-11-14T10:59> {
+      <http://example.com/resource/0> ns7:Country "Qatar"^^xsd:string ;
+          ns7:GDP_Per_Capita "131,063"^^xsd:string ;
+          ns7:Rank "1"^^xsd:string .
+
+      <http://example.com/resource/1> ns7:Country "Luxembourg"^^xsd:string ;
+          ns7:GDP_Per_Capita "104,906"^^xsd:string ;
+          ns7:Rank "2"^^xsd:string .
+
+      <http://example.com/resource/2> ns7:Country "Macau"^^xsd:string ;
+          ns7:GDP_Per_Capita "96,832"^^xsd:string ;
+          ns7:Rank "3"^^xsd:string .
+
+      <http://example.com/resource/3> ns7:Country "Singapore"^^xsd:string ;
+          ns7:GDP_Per_Capita "90,249"^^xsd:string ;
+          ns7:Rank "4"^^xsd:string .
+
+      <http://example.com/resource/4> ns7:Country "Brunei Darussalam"^^xsd:string ;
+          ns7:GDP_Per_Capita "83,513"^^xsd:string ;
+          ns7:Rank "5"^^xsd:string .
+
+      <http://example.com/resource/5> ns7:Country "Kuwait"^^xsd:string ;
+          ns7:GDP_Per_Capita "72,675"^^xsd:string ;
+          ns7:Rank "6"^^xsd:string .
+
+      <http://example.com/resource/6> ns7:Country "Ireland"^^xsd:string ;
+          ns7:GDP_Per_Capita "72,524"^^xsd:string ;
+          ns7:Rank "7"^^xsd:string .
+
+      <http://example.com/resource/7> ns7:Country "Norway"^^xsd:string ;
+          ns7:GDP_Per_Capita "70,645"^^xsd:string ;
+          ns7:Rank "8"^^xsd:string .
+  }
+
+
+
+What does this mean?
+
+* Everything in ``https://iisg.amsterdam/imf_gdppc/provenance/48422b27/2018-11-14T10:59`` is the RDF representation of the CSVW JSON schema.
+* Everything in ``https://iisg.amsterdam/imf_gdppc/assertion/48422b27/2018-11-14T10:59`` is the RDF representation of the CSV file.
+
+  Since the global ``aboutUrl`` is set to ``{_row}``, every row is represented in RDF as a resource with the base URI concatenated with the row number. The column names are used as predicates to relate the row resource to a string literal representation of the value of a cell in that row.
+
+* The graph ``ns5:db490c7-50c3-4ad6-b0df-d48fe3dfa984`` is the default graph that contains the Nanopublication.
+
+
+.. _the-schema:
+
+The Schema
+==========
+
+The CoW converter uses the CSWV standard syntax for defining mappings from CSV to RDF graphs. These mappings are all defined in the ``tableSchema`` dictionary. For a full reference of the things you can do, we refer to the `CSV on the Web (CSVW) <https://www.w3.org/ns/csvw>`_ specification and in particular to the document on `Generating RDF from Tabular Data on the Web <http://www.w3.org/TR/csv2rdf/>`_.
+
+**Important**: CoW does not purport to implement the full CSVW specification, nor has it been tested against the `official test suite <http://www.w3.org/2013/csvw/tests/>`_. In fact, CoW extends and deviates from the CSVW specification in several important ways.
+
+We document the most important differences in the section below, and give a :ref:`short overview <short-overview>` of how schemas can be defined.
+
+Differences and Extensions
+--------------------------
+
+1. While CSVW allows only for simple references to values in a column using the curly-brackets syntax (e.g. ``{name}`` to refer to the value of the name column at the current row), CoW interprets the strings containing these references in two ways:
+
+  1. as `Python Format Strings <https://docs.python.org/3/library/string.html#formatstrings>`_, and
+  2. as `Jinja2 Templates <https://jinja.palletsprojects.com/en/2.11.x/>`_
+
+  This allows for very elaborate operations on row contents (e.g. containing conditionals, loops, and string operations.) [#f3]_.
+
+2. CSVW allows only to specify a single ``null`` value for a column; when the cell in that column is equal to the null value, it is ignored for RDF conversion. CoW extends the CSVW treatment of ``null`` values in two ways:
+
+  1. multiple potential ``null`` values for a column, expressed as a JSON list, and
+  2. conditional on values in *another* column, as a JSON-LD list (using the ``@list`` keyword)
+
+3. CoW allows the use of ``csvw:collectionUrl`` and ``csvw:schemeUrl`` on column specifications. This will automatically cast the value for ``valueUrl`` to a ``skos:Concept``, and adds it to the collection or scheme respectively indicated by these urls using a ``skos:member`` or ``skos:inScheme`` predicate.
+
+4. By default CoW skips cells that are empty (as per the CSVW specification), setting the ``csvw:parseOnEmpty`` attribute to ``true`` overrides this setting. This is useful when an empty cell has a specific meaning.
+
+5. Column specifications with a ``xsd:anyURI`` datatype are converted to proper URIs rather than Literals with the ``xsd:anyURI`` datatype. This allows for conditionally generating URIs across multiple namespaces using Jinja2 templates, see `issue #13 <https://github.com/CLARIAH/wp4-converters/issues/13>`_ .
+
+6. Column specifications in CoW should have a JSON-LD style ``@id`` attribute. This ensures that all predicates generated through the conversion are linked back to the RDF representation of the CSVW JSON schema that informed the conversion.
+
+7. CoW converts column names to valid Python dictionary keys. In general this means that spaces in column names will be replaced with underscores.
+
+8. For convenience, CoW uses a default set of namespaces, specified in the ``src/converter/namespaces.yaml`` file, that will be used to interpret namespace prefix use in the JSON schema. Any namespace prefixes defined in the JSON schema will override the default ones.
+
+.. _short-overview:
+
+Short Overview
+--------------
+
+A very simple ``tableSchema`` may have the following structure::
+
+  "tableSchema": {
+    "aboutUrl": "{_row}",
+    "primaryKey": "Rank",
+    "columns": [
+      {
+       "@id": "http://example.com/resource/imf_gdppc.csv/column/Rank",
+       "dc:description": "Rank",
+       "datatype": "string",
+       "name": "Rank"
+      }
+    ]
+  }
+
+For the conversion to RDF, only the ``aboutUrl`` and ``columns`` attributes are of importance.
+
+``aboutUrl``
+^^^^^^^^^^^^
+
+The ``aboutUrl`` attribute defines a template for all URIs that occur in the *subject* position of triples generated by the converter. It may appear in the ``tableSchema`` or in one of the ``columns``.  If defined in the ``tableSchema``, it acts as a *global* template that may be overriden by individual columns.
+
+We explain URL template expansion :ref:`here <template-expansion>`.
+
+``columns``
+^^^^^^^^^^^
+
+The ``columns`` array defines a schema for each column, and any additional ``virtual`` columns. The distinction between the two is important, as non-virtual columns must actually be present in the CSV (schema compliance) while virtual columns only instruct the conversion to RDF.
+
+In the schema above, we state that the column identifiable with the ``name`` ``Rank`` specifies a literal value, with the ``datatype`` of ``string`` (a shorthand for ``xsd:string``). The ``titles`` array gives a number of alternative
+
+Column Attributes
+^^^^^^^^^^^^^^^^^
+
+Every column is a dictionary that may have the following attributes.
+
+.. table:: Attributes usable in column specifications
+
+   =====================  ===========
+   Attribute              Explanation
+   =====================  ===========
+   ``name``               Specifies the column to which this column specification applies. If no ``propertyUrl`` is defined on the column, the value for ``name`` will be used to generate the URL for the *predicate* position of the triple generated.
+   ``virtual``            If set to ``true``, the column specification is not taken into account when validating a CSV file against this schema.
+   ``aboutUrl``           Overrides the *global* ``aboutUrl`` template defined for the schema. This template will be used to generate the *subject* URL of the triple.
+   ``valueUrl``           If present, this template will be used to generate the *object* URL of the triple. Otherwise, the value for ``name`` is used to retrieve the value for that cell, to generate a URL.
+   ``datatype``           Specifies that this column should result in a triple where the *object* is a ``Literal`` with the datatype specified here (for common XML Schema datatypes, it is possible to drop the ``xsd:`` prefix). The value of the literal is then the value of the cell in this row indicated by the value of ``name``. **Special case**: when the ``datatype`` is ``xsd:anyURI`` COW creates a URI rather than a literal value.
+   ``csvw:value``         Specifies that this column should result in a triple where the *object* is a ``Literal`` with the default ``xsd:string`` datatype (unless otherwise specified in the ``datatype`` attribute). The literal value for this cell is determined by applying the ref::`template expansion <template-expansion>` rule to this row. Can only be used in ``virtual`` columns.
+   ``csvw:parseOnEmpty``  When set to ``true``, specifies that this column should be processed even when the cell corresponding to this column in this row is empty.
+   ``null``               Specifies that this template does not apply if the cell in this column in this row corresponds to the value specified here. Can take a single value (as per the CSVW spec) or an array of values.
+   ``lang``               Specifies the language tag for the literal in the *object* position, but only if the ``datatype`` is set to be ``string``.
+   ``collectionUrl``      Specifies that the ``valueUrl`` (or equivalent) should be of type ``skos:Concept`` and that it is a ``skos:member`` of the URL generated by applying the ``collectionUrl`` template.
+   ``schemeUrl``          Specifies that the ``valueUrl`` (or equivalent) should be of type ``skos:Concept`` and that it is ``skos:inScheme`` the URL generated by applying the ``schemeUrl`` template.
+   =====================  ===========
+
+.. _template-expansion:
+
+Template Expansion with Jinja2 templates and Python format strings
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+When a CSV file is processed, CoW does this row by row in the file, producing a dictionary where key/value pairs correspond to column headers and the value of the cell. So for::
+
+  Rank;Country;GDP_Per_Capita
+  1;Qatar;131063
+
+the first row becomes [#f5]_ ::
+
+  row = {'Rank': 1, 'Country': 'Qatar', 'GDP_Per_Capita': 131063}
+
+For each row, CoW then applies each column definition in the ``columns`` array in the JSON-LD file (i.e. which does not have to mean each column in the CSV file).
+
+The URL templates in the attributes ``aboutUrl``, ``propertyUrl``, ``valueUrl``, and the regular template in the ``csvw:value`` are used to generate URLs and Literal values from the values of the cells in a specific row.
+
+The values for the URL templates that the parser receives are *interpreted as URLs*. This means that they are expanded relative to the ``@base`` URI of the CSVW JSON schema file, unless they are explicitly preceded by a defined namespace prefix.
+
+The names of Jinja2 or Python formatting field names should correspond to the keys of the dictionary (i.e. to the column names). CoW supports a special CSVW field name ``_row`` that inserts the row number. This means that our row now becomes::
+
+  row = {'Rank': 1, 'Country': 'Qatar', 'GDP_Per_Capita': 131063, '_row': 1}
+
+With this preparation of the row data the template expansion can begin. CoW always first applies: 
+* the Jinja2 template (`see documentation <https://jinja.palletsprojects.com/en/2.11.x/>`_), 
+* and then the Python format strings (`see documentation <https://docs.python.org/3/library/string.html#formatstrings>`_).
+
+For instance (assuming a ``@base`` of ``http://example.com/``), we define an ``aboutUrl`` with the special ``_row`` key as a Python string formatting field name, and ``Country`` as a Jinja2 field name::
+
+  "aboutUrl": "{_row}/{{Country}}"
+
+the JSON-LD parser interprets the value for ``aboutUrl`` as the following URI::
+
+  "http://example.com/{_row}/{{Country}}"
+
+we then apply the Jinja2 formatting (``Template("http://example.com/{_row}{{Country}}").render(**row)``)::
+
+  "http://example.com/{_row}/Qatar"
+
+followed by the Python formatting (``"http://example.com/{_row}/{{Country}}".format(**row)``)::
+
+  "http://example.com/1/Qatar"
+
+For ``csvw:value`` attributes this works similarly, with the exception that the JSON-LD parser will not interpret these fields as URIs::
+
+  "csvw:value": "{_row}/{{Country}}"
+
+is parsed as::
+
+  "{_row}/{{Country}}"
+
+This means that one can use Jinja2 conditional formatting on ``csvw:value`` atributes in combination with an ``xsd:anyURI`` value for ``datatype`` to generate custom URIs that do not fit within a defined namespace.
+
+Jinja2 is a very expressive templating language. To give a small example, we could define a ``virtual`` column that allows us to specify whether a country is ``http://example.com/rich`` or ``http://example.com/poor`` depending on whether the GDP is over 100k.
+
+Our virtual column may look as follows::
+
+  {
+    "virtual": "true",
+    "aboutUrl": "{Country}",
+    "propertyUrl": "rdf:type",
+    "valueUrl": "{% if GDP_Per_Capita > 100000 %}rich{% else %}poor{% endif %}"
+  }
+
+This will produce, for Qatar and Singapore, the respective triples::
+
+  <http://example.com/Qatar>     rdf:type <http://example.com/rich> .
+  <http://example.com/Singapore> rdf:type <http://example.com/poor> .
+
+If you happen to be a bit experienced with the Python3 or ipython shell, then you could also quickly test Jinja templates like so:
+
+.. code-block:: python
+  :linenos:
+
+  from jinja2 import Template
+  my_jinja_template = "{% if GDP_Per_Capita > 100000 %}rich{% else %}poor{% endif %}"
+  row = {'Rank': 1, 'Country': 'Qatar', 'GDP_Per_Capita': 131063}
+  Template(my_jinja_template).render(row)
+  # returns 'rich'
+
+
+
+FAQ: Frequently Asked Questions
+==========================
+
+Please refer to our `wiki <https://github.com/clariah/cow/wiki>`_ for questions on specific topics.
+
+.. _common-jinja2:
+
+Commonly used Template Formatting
+----------------------------------------
+
+* Leading zeroes: ``{{'%05d'|format(variable|int)}}``, where ``5`` is the number of digits to fill up to.
+* If-else statements: ``{% if conditional_variable=="something" %} value_if {% else %} value_else {% endif %}``.
+* Convert to string and concatenate: ``{{variable ~ 'string'}}``, e.g. if variable has value "Hello" then the result would be "Hello string". Note the double braces.
+* Arithmetic: use double braces and cast as numeric first, e.g. ``{{variable|float() * 1000}}``.
+* Lowercase, uppercase, etc.: ``{{variable|lower()}}```. Note the double brace.
+* String slices: ``{{variable[n:m]}}`` as described `here <https://docs.python.org/2/tutorial/introduction.html#strings>`_.
+
+====
+
+
+API Documentation
+=================
+
+* :doc:`code`
+
+
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`modindex`
+* :ref:`search`
+
+
+Footnotes
+---------
+.. rubric:: Footnotes
+
+.. [#f2] `COW`: **C**SV **O**n the **W**eb.
+.. [#f1] These instructions use ``virtualenv`` but you can also install all packages globally, or use an alternative such as ``conda``.
+.. [#f3] In the future we may enable the Jinja2 plugin mechanism. This will allow running custom Python functions as filters over values.
+.. [#f4] https://en.wikipedia.org/wiki/List_of_countries_by_GDP_%28PPP%29_per_capita
+.. [#f5] Assuming that you have the proper locale settings that instructs Python to interpret the comma as a thousands separator.
diff --git a/docs/speed_performance.md b/docs/speed_performance.md
new file mode 100644
index 0000000..4a86461
--- /dev/null
+++ b/docs/speed_performance.md
@@ -0,0 +1,53 @@
+# notes on performance by @melvin
+
+So upon this initial analysis it seems hard to make major improvements for CoW. I think the speedup gains that I saw are in the range of 25% to 75% faster (e.g. instead of 5000 lines taking 35 seconds, I think it's possible to get that to 25 seconds). Though, it's still a guess whether it's actually possible, but it seems quite promising that it's possible. (edited) 
+
+Another thing I found is that if you give it twice as much input, then it takes twice as long to complete. This shows that there are no big performance bugs in CoW
+
+The bulk of the performance happens in the process function, so that's the place to look for optimization
+
+25% to 50% of the full performance seems to be fully there because of Jinja and IRIBaker
+For example, if get_property_url (that uses a lot of Jinja and IRIBaker) returns something simple, the time drops from 35 seconds on the file that I'm testing to 23 seconds (edited) 
+
+
+
+# Practical recommendation
+A practical performance tip that I found is the following though:
+Find out how many threads you have on your computer (I use htop , you can get it by doing `sudo apt-get install htop`)
+And then run CoW with one process less than you have threads. Example: I have 12 threads, so I run CoW with 11 --processes
+
+So I run CoW with: 
+
+`python3 ../cow/src/csvw_tool.py convert openarch_persons_deaths_v2.csv --processes 11`
+
+A rule of thumb is that 5000 rows takes about 40 seconds
+
+`wc -l openarch_persons_deaths_v2.csv gives 36054733 rows`
+
+So that should take (with 11 --processes)
+
+`> ((36054733 / (11 * 5000) ) * 40) / 3600`
+
+`[1] 7.283784`
+about 7+ hours
+
+# Advanced
+found one performance improvement:
+1m4,328s vs 2m19,058s
+
+Use this Python interpreter instead of the normal one: https://www.pypy.org/
+pypy.orgpypy.org
+PyPy
+A fast, compliant alternative implementation of Python Download PyPy What is PyPy ? Documentation (external link) On average, PyPy is 4.2 times faster than CPython PyPy trunk (with JIT)
+
+Here's what I did (you probably need to adapt it a bit)
+# Download it 
+https://www.pypy.org/download.html
+# Extract it
+`/home/melvin/Downloads/pypy3.7-v7.3.2-linux64/bin/pypy3 -m ensurepip`
+
+`~/Downloads/pypy3.7-v7.3.2-linux64/bin/pypy3 -mpip install -r requirements.txt`
+
+#Convert 
+
+`~/Downloads/pypy3.7-v7.3.2-linux64/bin/pypy3.7 ~/clariah/cow/src/csvw_tool.py convert ~/clariah/examples/deaths_50000.csv`
diff --git a/docs/teaching/CLARIAH-grlc-tutorial.pdf b/docs/teaching/CLARIAH-grlc-tutorial.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..fbc48aacbcc75c3aed4ac7fc47167c2114f5ecb7
GIT binary patch
literal 4230817
zcmZs>V{|6L8ZH{!cD~rQZ95ZlV%xSo@fVvD+jb_&#F=nnTQ{@!KIh&aclBCbwW?m#
z`*e5VX$oa=Nd^{1HaLo*gPViXvRmNX&<GqmfEnOmVhzX74`7lvx3_S$1aN#csREcJ
zt!!P*oxe(3V^?!=b5jR1bAX^AoQtcoxv?FbCum%bZk^e<O4#<PmMt4pM_gxVZD(a4
z!cGjm=g(hg$ec_~IP^A9W{010zS}wtr|Jo#Fmdch)zKT7NlxETGhbcbot~#}M$H8n
zGxnVM2-8o!^goV-(gXBAY<L*A{d9WX?mb2ignC_up65|BLdbePU}p&(BHpi?2%avT
zwzeHs4!niVS8km<FO*g`%N#P8KA+e3ZYDoxXh#wFXY^nKKAbYko}GM|m)_fQYF|h9
zTy+F*uIdsjudh!JT08RzXHE|sKOWb$CL_ouBI^tpK3ja>G7hweKZzIfXI~fJAAXl^
z^SqBH&}TnqcnEp-`f?LqL>z1yb{Wo0b~5=-LE8u(eFi-Hx8JN9UauyR1ibru(O>#M
zGUk6gy<ZHP<3Dvi8Ztxu-J4bFy%M9$rP7Y!;Tu=t{Rtjl_U=_iTGy$wvi{LA;+!#Q
z7a+)T(Q<K_ap1mM*E*?6mY*j%LJ^^Zmr=d4=-e&v@aPtvpfp4HalmwSQFfW*7a*`5
z9|7IFkx+Kp_ECJAP&WDzYr}Nv^~ue!%{a<-x?S5j>9%R8ILS46?HqN>bZQ>Z_1u4y
z;A`6S*3L0g-O$;~;MBvAF=`y(MgNE|!rl;GO2x4md{g)xVkbZR*996!-1vuk&l&Q{
zscE|&vCrAP-{|MG(q0hqCAL84ii(e(IX}PqWe-0&UXO2Y&c$Tso|00Kg=7Ht#q&O!
z10nl5GHr8?@~&%C%kAkw^rvRyNxh*`09yP}3?2DZ>;O}3-=d8=;j`<3n29{e_W%!@
z{j+4``LMHYN*|_`_k%7y$H~1Q=oM^VMqUZ;UdW`A`0jj<{OA><g;A>6dPr4KQP-0$
zt_}296WNt`fgOc;yH+&v1i5(*Q`oFpIAiKzJX~GZOsZKntXHk9OhD|B_M5)n$_yR4
z#)<vR>pFk~OoII+ndB%J-JI>{y*b9L2oOxP+D#j17z+`7RnVez71<9ale|A59rTx^
z?P`aofFamH!e$y;rhxeA+9><z9d$47a%j(+=bTv3bKB6NVT|S#tSE1Ru0=rTAwmu%
zii~%Q?V&ATV+=m|EcC9;kPnM1MzJ#REU6*l9gz$}to;?e1+ssPP6%M>*0#M-9>N^O
zTM$BwO&EPcp4!aIq{?zQ^ljTWe6~~i6o+iCAuct`fS)B|1Q^AV3l-eFD=PmZ6A2wZ
zemFTK=doq<XS`jp<zo~gN4RBY^fe4GF*+XLzIPZ`u*!9~Ft-9m&_5H~u(!G+YbU94
zz9URS423@_Z!=WoXLh{bcN14_lHDl`x}YtSL@!PZA*7KYi13G6f-bBb*M7_tk^y?4
zI9B3!K%zF98?`a&Ijl@L8jMa@H|7akpDA|1NU5}XDh`Ao?`gL`50LK`Lz)z{nSBJK
z08j9^%}X}k@qQ*s=sLJ<t7HnYLSCQ_L4j?t=*5g!Tp^>Flsx=<0(xZx5`{dPeWpey
zs`n~@(@y>;MdOY(`nI_Mi(D3gDi$2dqfBmPmhH~sWL73~G>@m_`<t}CAZk_Odh!ru
z7<46_D++H#gZ*d$(cb29156IBR!Dq&m~jzd&|%Y@6Tp}(fp`;+CbqHh1+pj5lNVz~
z%1d50n65ef2TCmqb<nHTvp~My06;NQmCURPyF!8F%`Ipx{4P_hX?}aUTf`1$U1>@1
z7go57Md8_9>cmeO^ETNiRrxSoLO#qtI44lsW17Vc6H%MOjZ%EtqpCUV@J<$HIc`zZ
zc>O~&ay{j!)wzG6<qmh?tsqW9Y?XzTsY%HZ(ysD6O~eL3IM@;JMT%bjU~%Bkpv7~<
z3KQaIL-3sIQ`w8|&KAgrLPh??muRvktX%I)Whv>vz%U^WmD#;gi0;?JIBq*Y3l>;u
zGlvgVjH$^6fOmwm*IG_ur45I$!d5`gMZe@!GgN}5bbDtvKp2EUdUA+mhboJ&3|S+U
zP~=957tzI7hNNyvH>05P-*!x*b*+g$Wzx_y<9B}h=6CbmKBNQAEZK`}z;nUCGu$(a
z*Z2xup@x(!ml+3=@#L&n263%0ZZr9qJpXoA@!YNE9)KN(QViCjjnDZsU@wgx)d0F^
z3u^z&C2$G5h7t}w4zW4)5_e&G3ese}+-f82-46@kJk{oozi*ffnt%wG9MDExgZWh!
zHUFRjk@-Oynr4!zC|;EkUv}+lpPXVvD5o8ICNG5HE8?g@lSZ#TA*itQ@C_JKLnU&_
zk5jBm#=z%(*vz1Ol0sdI%effLP~ATT5wPU#g|?32q&JV?sJ}w86dcRM?hR>u^}6XD
zW|Ndx#KiC%{td(>gx)Skr-VMSDwun%0ZAK<Z!idBoNjzq-ZN4itX&HQVqe=tqhb^R
z<s3Q*K3Hn`bSb3x9LhZM2eiX^r|Bw>5^3`fy#{JcT4w{akW5Y*(4ZcG2C&R_R7}L3
zT0vSP&|0Dtjh1=a`wwg@*!gm(m5#<|AsaKATXI|@bW#Pf^;!_D<TR@(B38W5P_b#q
zZ<SYb7PcBhzC2e-Zwz*4gSfbZEK-_~<=#|!=V`Ap&cZsMe(H+0vym5)-V|)0BTtF2
zcnM4D6LUercyh*>245l!RDlNZ;@&ah@b@9mQ}K!4W_4`ln6=WWEDnvxWhZb~VbS4(
zDWfbd1E8%1hM8$|NgaL5T;MYBCh??lQ0~CLxJc-s;>snkzn4PQ9<X{UUM-E8QRkFX
zK;MU!za`3q53@v3Ynn-Sfh&ggtvn&^i`#L5*h^UqF`niA26HZ6Vaz)l<qCK31Bb`;
zC@xBHmY>Im2p1f6nS*{9p^-?Js<-Nuq2ZT=P~v@1$6WZ!lm0P~N!@ebI0W99DJl7r
zf|d;pwE>;SdSKYxo`FWffE|wH<xqx~uH{l5A_=eI4?j0BiJg`6cWg9NeciIDroa@G
zjqdU<lRIV|B0rR5Q9<dm3J}8Y?ZHD!Ij(9*Vahp{o?$ynbmZULaEr*pJcr^`F4=K9
zp@mx+Nz3s~k|%&u3n{0D--wq~tq5TCJIyr-+~FKQ_iJtkJvlI)_Sq|zWe2^UP+FkF
zC=0`WqIp+>H*mF~l@{2WJBWOJMZCXh9a`g<atu5ninWW#O8^fZ+hQbnt;WWlB3~d3
zgPrRYc`yk}@@v{^e<-|%@Z<#vj9}H#c^Sm9p^t%><|>mfbe{9bmP;sdlOjJlz^pVp
za@jr|$b1*gjGykJ#!DcbuCxsSZnKl(_&MJpIvYHuWF}S$wH+fee7{7ry#ZH|N?!9@
z@TNs=gA;n$(DpzJ9BD8WpsZlZGp)viF{4AcX|wnKMT-ue+LW{$LqtLFdS}(;OV=F6
zN>SBM-o=5D3Pale4SRo3+586fhhsX0$7ziRoEbZ9j5C?2I>lXg1qX1o1l{;}6-4(a
zo<9vaOwG4_HcW8?Wqfej9x*3Y+kw1J3Cj2fKCUS*gy{z&@tuTlEo?Cr>O(2(pqR*h
z6E&73FUOXmVQ5{VH!f&0vqU=#gk0S&j2#^a%JW3Y&sMd<Vk*zhbu~yF7&_{bOwi+B
zq>rLZ0|r~gdEycyNak*u<6TCtiY3)>9Z4{N+qhX?M8cE?vEe~8xHz`Cv#Gxz66$0i
z&6Hx7O+$sU9NWNK<3n|EzE!zu)HTv9vZ-irJJeOmazZBtu&Hy1*qQ>G8Ab6Ie0%Mk
zs3w@HX4reGGRQVle0d{R%ub_$AuQ={H-tGwm-J*xG)+<DTk<$_S+3A!_fq;)q~d(2
z&(ss`Ts9S`0+1tSdz9E?9p+jJudox}0*lNL9Q?V_&*Pkun^0Gc16{%O5$)X!(5Ah3
zfMWQ-_Sya}rpQGVUWBHJd1RLwnKh~zSqhLt-YU%3@ge=P18@fZi^f~_H;m^s3dIs~
z&Cjb!JfGl2;MT8V0hEKvSl5lI+<2rj1DbYmI#YeK8AdRVwOEaob>~!wk=h;+C)e^n
zklB|(PR>E!`<FoHs08qQt|bGLxVZ#J9srYktUv3!VnkGp7k<Qgoqh9#Gie5fN`caB
zH3?Ea{8BA^gau4v7+-jMdL^-ji}<mr=Pc|;VOi;Lsbc_P?*$1aUWrUck|pDV77!cR
zG(qQQ$}qOhr#y>(7|^TA--mZ=pT0_V;ztpgJ%uFRuU^$z%xrq+6D4Silgu@t{2p%b
zOpsb!hvoNO&uoMFh9#WEho(V)ctwKhTy`@ttnT=@Q1-MG^!r9)0sl??B`rhuxGR&)
z<Jf3m_8TzxUNK{f=Uh*OCX;&6%1QS=$RQQ&Lr})Rrn|}2mdpwI0S(GZfo>h%`T-*e
z&>Ysgb{ThfA_rb<kA@vbj}IQ-5a|;pNoV6uEf?cxT^6U*mjjNIotG2qkq<mkgq!(I
zYv}@Px<xZ%k`8dAEJ-EOAJWc;=vI)!l$CXubj;>jtmN0Q8d(bo&NFp`(06S;Y>+n_
zo06<B(#07?AnKxRo-gI9t4WdKfs1!@gTP(XSZoY=DaM*qStz(8++6K155r7S&D|$6
z4f4~eYSFG|Xq`G%-LkCbKoJsm29K02A2xEUW}rM3IYaL=K-it(#kXN<gmtMOtBwu5
zKXNpL9Jr-*@K69N1sx!*6uXL5!;2Mn4A~$JQD0Pr-#O*$VMUYPImG#x)5|&E<al@#
ziFdrPLFrnsf?i+#UdryE*IWU1TPccAWcTfthN)!IhR~YwI{ys^ngDwLD>TtDQbBj@
zsQ?TNIv>eMzrao#v^7f7KJD6`m2x>kp<hz?X1<ar2=!rC9780YU*E;<H{3xMB5~NJ
z7fhO7W`-XFuT$vKg#~FLxS?pB6XR=X=+rDIAKyz;UrEhq(kt4ktI&K0ke@dHE_x?s
zpbizw(mavMPpzZc$Udi@x1&K6(^RvFjK4mRUI3R%ng4DZDP(2BDCEa3vMD`7SkEZ0
z&|5@+LKet)$Lb_j>S^V3W9~|<6RIcVN3vOrn`atKanx~B7VqP*|Byge1dT=&JooS2
zK!Si~OCj1nZp}CTc#yCPg=jMBSXWkIcHfy_H>GN<L(^w-_uh7FT^P5c_vTBa9-=jc
zMVVhVUWbm%UaSAnr}(QtVy)z_T5<Y8+1<I8OMPy;K|A3<#w=#kRHmfeSUc;;U$|PC
zM)blK0YOdoYOC2`Q*cw>xwue9iKhchTygvn^we<&0~UF#3gZ+TKNVR*Cu)YsBVc%j
zxS23oew$X>khK^jKeS*B;TSsw-ZZCje8-#gn?PiXqa@M>;5e}%8Qju@NL*WBVl+GT
zZ}Q$4%)p6=&C(f(B7vN*L@!<OC$I?aDw!bhXsknd#z-OE<Cw`)az$w>+ajV?Z41X{
z=7v5`r9%T5ZV!Cf0cE(X9}y{Hz!s7m-3Uqdhr*^yq@$*iC!pmsm~uqdDCs0J)|@gP
zV|E9l!PP96>-k){HQ6*t*i99OfTtttO#r?FUAc6e@))YK#vL5yNDm)8h*#4<nUgwT
zk_88gvcOVsn|X>HkXUk7d&~;#KqrwzSx9GLAEiUlKr_3STDAdW8Nu`*#Wzs#$Q6T(
zyqc6}%~;3+ZI*CLdP7w%o5KG)G1Y(0@|JdzE~5eyunSqj$P*#0Tx8;E14@EqgdF~z
zDpWpWigBHjI=g%fzq$c=K(Y8Z52RC5E36pm`4+LWSl9@h8H<&}jQ()An3P-cm#rlg
z;$3u1Y|)tm<nJ@re40_lMSIT)wn)l}D8O<eYy-3`G-+)|lQ^q2QlF~q7^hU~oI5VZ
zv_)+UVfF)JUZMx^>5zl`OdAetZSb33OiU>-`Hxa6XFu4P9;a)U*p2xMx++@LFFmO%
zE%^!OGT{w#!l}JOYS*{x{4<MR$`i6ym~qz)9f|}6Z{gFb;O6Z30dr>FjDvwKFAMq>
zC0IeMNVhgt4@Wsf?T%FZf1}mS2J;UGN5`VVF^JeX$HDdx(_JYWH??!LYEVSHwR4mr
zX><D$nS|qF_7Q>N0-IRAdrfmy=@4#b{k<Bns`^jM5>m2vJn5P0LAoupO26Hz1=U16
z&R>zf51iqPN=~-LO)n{~#l;fl{|&pVi??e5IStc@`E$Lt$f(F}fP=_SbVJU8V;qp%
zMEmz--&)|<dEe7Q9%etCR?QX`M>Y#5u)o#IH?hY2uQfJ&3!uY$d;puOa3OXd39oT9
zG|d|jbmV+66yJV<YEGT*p`)ks9u6VK)*Ysz8KI19Ve3=~Qs*VL`1rRxquS^)H^Y#f
zchq$d!~$x_`6`;Pe^Ym8-$X9f|CUM)kXJN12jhiW2IU$*j6Pp^!R>8=Z8Sg9Lg?xm
zLwt@!dha=;J^L1W-bw1{8|7!-$W8z&qZXG}Y|4Y)A-GXgu<Bhx1AZ-^ym{3Z^`e<G
zCYyw`aA8TE7N)kTb>V8jJSwlkieA*bDI05q@>t65g>WJN0Krk(cvW9I^}9#-cX3Xq
zwZIvJOB_RHZFe=-Uaa|~(#+sZoiHL`j4Uj4a}N3nJlwb6u@ELVQ4~*PKYENBP7>Y+
zCNismH3lYE9MV_~kg)@2H!QM{S-x1=LyeH2&K5O~!@fBRw7M>^)c`;{o^qx?lvRDF
z&(R9|ZU7Sj+|~?ZkeUz)_Nr9wAo;T{(KDtQ3jI?_xeS*s@YU89;zV+uPDxXsTG!2G
zJEIk<Y42^EH_Q9ULSIGE>3GmVYId0gm+hJU-u0KqcPNc_aZUP)aKH%BSZI7)s+z?t
zh4R$7u=%llrI5CZ52$g0O*aUIzZIrruOtbDvHeA?y)0P#ZRrGc4*UYa_^+T>C)X><
z;O-!2fk5NwP?7y?k7N8&k3e04QgtLv3QE?TMJULEWIIXsHH}d0MpQ!HRPNvGqF9Wm
zK1e89+s9n@_^ejY^DXml?I_wQPQMcK&(I)8yaFpt>)q9w?S7aLWp|tvuTrFskTUK@
zGw%SJ3kE!Ni%xHO$@oCsY~5j#gE-ND!$FQ90xycU2oe>CHHJ38m!?FK3}v!mR?V3L
zB-)>VfvMGi!;X{+1ZDvxCd!IC#p!Hn_#E!(GAZkz6j7D8nW%aIG>g;L(}3OEEv_<>
zYg2T!aNsMI3O|gAYJGFb?|tdYL}`B5o2yt`RzKdc!&D^|{gnM>EKX@0Zi;CQg{5+z
z!5@msDK;7^WPwy{i#Zr=9O~TX%{^e#6{UF)J|$%<d@4UWSpv`Q3I6=F(n>;806J9%
z$}Y_@rU=JmHjz&Mg;T|ysi{OXcdYEMhC%hnvINg+aAGxm=1y{(l}G<>pR9V7>@o0N
zWNMK%7)s{?7R?nS6TQEN>4-y$B_1gJhqMIrU0_A;wookd*E%*~VGiUR+P&f(HdKMM
zN8VvLDGr*~pgd~mzz8od=}!UqYWzkcubD>z(6~%Xsq|-p4T8b^NdAz>osnE17;PQk
zI2Gu+u%(aNI5V-2sG8TCOU><vwyzDhioX5C#n=_<f{KNCOmQT$aii3=&%)e&jmX}w
z)JmF+pUBdEI}mwSZ?uS&x`!5}YW5jat$|#@4ow*g3Y8BOJJ<pKhF?EzN*V|vb1MQS
zNr301Cv9;biy%%X6M7Y2Lp0P*Jp3iKr&kB{ArNP!BkdSM%3TxF!m}zXdFlZ=;m*>A
z^)!FyQ<-0HBA1FjYe7)Vw^B(czfeZDDYUcf0%4jSLBLbinB}y(I%!w~8Ou!LFv(BX
zPFjbsLz<Kk^fT|8vs$eg>xpV824#n6selv<FKo|fx(A@#5i@{(EE<vH&ooC_{V-Ah
zaW(b5F4H32c7d?5Y51&6iZxbA?1r%H$X&&SzEZ@m$g{~FRi>9GxZ1Jo!*U~8lTD#E
zNi{;h1D*CkR>i}NSC0$l_5zT4yY(PJm=h_9uyJaH#hPr7R_I<8>9JEwNksWDmk#7j
ziHCYBDO{Kv2!IlLu_S9W`&DLBBgVo3tMySH#<|^tVLg{n@r+}x0N9=^AQwrPY$R{Y
zm_kUwgv`Q*_Lf@kYwnArGf{|8<q-z?<ew^2UR;7>JTPjF)C%7|lO!w;pE<qt_`I@x
z3M~rv<3&>?QHq9YjpCiwLK4!}6nx6+M3qvp7o7QrOz9hak<d(Pq>%R)6H_TCtB_O-
z8fU7Iz!TLJ8QpU`p}$SrAT0!PD<$@iuUpuRt9`A&6!V+*#@I{HBY)Q$|4a&NMc3}2
zWVb3~eapWHZW#fL28>Yln@}c2U)XNBMIxH2>bRg!Ln#=zK|CW-Nsc{7cNpJOz<T$1
z_sb&=Fv*~%V=4@U8V?D`d0v3n!Nz_Q&u!g6bg!!>(+Z-L6EF&D5li_@{j<zJq3sqp
zxSFSgwHkrtR^1Bfu)qWBWjd0w9+OB8rj5?GtReG>9k<|5jqi5~!jg+?8e!U~ru?X>
zDrs#xrv3UI)d1=^2OGk}oU$ax?^w<fOcLq)1mHUwD&yD!e19seCkr0gK|(3nxi+HC
zJ!(Vw_v6DM#b0qTMlCGxpx<5(K1iX_CE9gCMTCHNZz6<MRE$bAB<RJ5_aqKs1lo`G
zr%U(QjED&HSmIXD{a(xgLi<QDU5{QDz4I{fZg}m5wL%_nRt++qjKb1^Pk%0^MI77m
z-RUiT#}>yZSuMeS2Xcj|#ny+E8;3-Lu%SOX$E_4_QkX0t9=mG=-il~~nXl44!8&Xd
z*j*omxEiWu?qWNJjJaNS)F6ASLn`3KH}24jrcxKrwHGt|#h*w!4v&lYIUm6vr!v#b
zHKtD)BFHRw78k;s6l61v6UWZwrDFCit)I6=0vj)lNrhAurc=5nG~;l4zmd(fL?8{$
z6zWG*LAj9=2o4^=x=w6eIIx=v$fx8}lV=8Q9N4;wi%k|EHm8D8J$|;I8wKD1&9hX;
zkv|QbPMoN5`U%o}69Jo>{@a6;7wu8t9r0j5UCP5;&rCz#P*1q!nNRsK^JOYDepqxZ
zOMrZ*-ssy}BeHbew7Z+&w>r^62!e4AQ$N0P<dDTZ|8M~!fCBbd(nk3#O+V}Cd0YRf
z_}0^@&nZt|JUqEvkP-W6KfHb1Ez3Go$qw+R2oW^3O$f|G9N6y>*whsgfM0k9UFBt2
z6&^{3=q-UkpKz{u?6dFfiHe?SGRnzbb$8VPDs4kgS;(@LWq?_!{Sg0xnBaGf+`#C{
z=OfhX@1vX#XZW~T7pYXUJy7vAAnuZ2-H>=}?rsDei#Rp_)j<k;Qmenh4MGb|YucN?
zK-{V$kX4RyX%{Kf)M2u-Xst+PM@3ea=7=k#kjpA63^W51TVf|(%v`i$YfDMpO%1J6
zj9hi(12vrf?w5Xm%3zHh=4{cEVDbHm$M*Og&x)~zRsv!_U7#tM+HoRal!y>FUW{Y5
zry(s#?@>Vbz679>kU0|3d@vJrW#Tljz?>wutUax+JQ$<32@nbY{re|vg7nTNxk8Q=
zNaqUqA7kp^f@(YHsIz&Y1Sg$(CWc*4u(n}nalGAd8U-K$2!m$IP)_k;?uhmi`|skB
zldr>nJA-01me>L~s^(%-?xK)Vjd)VobE$SWmTD_NTzHP4D=kAYe`upZu`(iJt<o;d
zVkBSwbk(yOOmx=8u{p`YVG&ov6`k>%74#&EV)2c#yq3By4n-~lo>v+orS}pOZuFuY
zHnkln2oHn3eVA&r!hj+Fcm?ME63Q)#*cx&239l2KTVJMg$a|AJT*aq>(JLonue;gf
z;P%xuDDuu+LjF^2!gC&Sk25)^&}|(R_oV;BG})#9UD0D_LcmjRPuHP&UK*UMsge-?
z;_Ja4@k<S{P&Hn}2)@Qdop`1p*D&*uU6_P{#`=4UVaNbi^uCSa6IL?YcG6AIuYl2&
z{3iiUiypEg@M*PP4ht_2>>EfPWdECzuN@9D3jQ6P#z*`mMbzEP&qw%$-cRe-9by#6
zm4|KzmFIqev%F<D=y$=Kj}|*f*S8N%td^UE&pVeMqOkniJ?!2$OvB%Uhk~ys>BM?>
zvjH}fGy(Q-4*qZMj}IK8itX)pT%Yh}Gz^h&=Jsa)<6OUL|ESu3{OrGyi-VQtU+=#<
z>;H$wRrhi<2QVocTm0wlY;NxgVEZqnt7`7z;O1;<?gHTaZ-bbFz3W%M3*a9O{Kfey
zn44J{i#m7$beX>zxY=0&96TKQa9_0V|NQ*Z`{(Z;U99ZvV5(;B3ef$kic12R)XhCz
z0ZcM>UyeopSBm|wlmX}in8X}x9h}u1jZMt~|J21?SOF|t|NO#z)mZ>6|BXpd5Wpni
z=_;k>`b9hcM^MUz9l*l<-vFilDe?TDIvarXUz}foOSy0WSXusSOzO)R>%WAke(}{`
z{Pouu|7(W@@IOs;^)D;`k^YZ_wvvgpx#@p}WbD`gEdR@fj2#Qye**kBiZ6}-YxDoj
z$A3isPeT63pR@drK>sfe|Hn9!nwyF1e~|f4h5$@jR%TyhI~xZ(fJxfi%EHq1YhWB-
zp1u%qc69hhy2H6TyM1B!|H<3`a>S&jVC-T8VErGgqE@ah%I3~u4t9<X_W$7K{{Lm~
z|H1fw+57Wc$R8RK_@i1Ke3;;0XHh7&^uqlh{fhMB<i%Kt7ics|C?%;E-#v~mbexa%
zI?`t@Uvv37e-83I=5%{pQhIn^{G1Z-xXI1@?Bck5-u}E3QUFx|?JW{cqtyW8|2Xpa
zH4nawF^BQA{mCx-R|7}`q}h=NjYFHcoA0%TvxKuuowE^E6IScX1jD1qIW7uV`VyX_
zE?5aH{kqs7*=4yGr9Laa)PO1jb<2IvRa{aI{4F;-UcGqDMAZpjvVX`xQ&g^HbQLk)
z{Un6<cDe|$h`D_@aPRdzIGn!JNS%)JjcPo8v~o??-7awEXLO$r1X7YXV!$pp*;BWx
z2^Wbw=lA2h2J9{8uBo|0K!lrFbptHc!+_$^-(9F2cu-A6az)gHm4%Cjy1UWrw|Z`u
zelQ4&w{XI{H0i_0Zmh5uFC^Y;*>Ci;Lf1-RM|{PE8Zjhqt)buPr7JA%jx8RDhO09(
zyJ9>akDigNqvaNm%=$Gl@`Kgu5(kfqx696JU2w1vRF*zy!FqI>>>0ua#*GYXw{Jql
zfs#=^ZVLgq-S{G6&Zyzl^W^)JEV?+CNw->5;dvmE|MIOw{goSZT8d8o5KThGd3JJ}
zQ^?>Ll*W;e+>D&=uVX~&O%Dy>LEujP;<&wD$6%D`7XVSB51w|es~;{u*jQU~5~@jt
z5v%h*YmkLJFRYWcGs<i^xqvEHhE?%HHe9X;j|gA!Zm_A*KsmoG#O(@b?cgQVOb2hA
zV;`K?!vLiheYbQ2>b5cbudgpARX=$%l%fpilngrj6XNudsq(%8B+Y}#)?Qlv(T3Op
zDq()%9%De*#;L`ZnhxLCY%u4vwUzNwC$nVB$PWcJMtfeItId{*u)ai{gg`ajGO5;@
z2LT-z<~n`k_q2Uz@u{6wap2p7b=GlryhXRz%#4G86P1MDlsT9l{sK++6{@yXvV6W{
z3j8;4Vq3s&8mJAPBC_1dfD!%>)laz;*z9?;<=Rk!odf(<v__syP2VqU#eJ1IR8DNU
zJeamn9pQg)erUUwd)8s%>Pi$rXa_CaO!ux($#1t1_1?Yif@_4^4b`g#tj&a4skfpj
z{X<+SRAI;ZF|R$jZg5w=2FnPfhRqyW2L>%U36Ru&@5_1iG(8%S*W|aE6zO@gbv()S
zVc@raPJ-{;tP8OnJSZuAo|zwy5Lb5S+6*fe6e=DCkIfirkF?q1mc1Eah)lqZ5&*u9
z*<v%9&QQ86CML#Y*kfyb_p3rJo6CXoAl0xn)PA+oqOKxR%g|xFhp>gs_B6ewQ85#E
zv)SpfeZ6p0vGptWOcntM$;*)0dxXF>6qc?E28jmUd4KR>19mbsV7Fei<(=%cQZZQ*
z{J?*`?tBpi#2=qC5o|;@>}331wuRg7`;OIuiO~4g?N1lpNuE)=-QjpoDN#+>=Jtxz
zL;TC}btX5`hKtFdlR|Kx%lwcsX3SCdnzYk-uspMu^!8rYLqk*pwH9uPwAA|j#74Am
zs6PZ6UO<Q1q1G4jM(FQD3YA5ks!|%S%b~ole1EAzHu2P_(FgxymBP_X(otraT)u$M
z@~_=MA!sw{Y?ZH#w#(PAN5|8$XRc~Av%Ll#t`)!3X7|UFq-r#aUA|A=uhG>RwmT2s
zuDR#;<W#+r0>FTQF*t2E%&<|&<jh|Db5_^ry$o{OCjP>Ui3W1JXwh6maZgqY?(((l
z69T9Rb<zT19ZXexZd9lYr4B-?rt?8MDXqOizUY$a$=zCltESIn`WZJFA8(yoG6}rC
zoAVL8Of(Co&nIHo^1q&(b~&T-J6!$l`)}35M8kQBFB*&I93~CkT<#r*;r$Nd)e>Cw
zRZA}`O|gp@dO0X<eahbp^Qj!LmymSvKP+2Il<swCXbXtOhEv3j+%S+rL}8=Q*dLd$
z4NDZ#h=5}$i_=sd@m<Gi7C2n)IX^nv-q(BVBG_pb563gLtau$xFs$&G9n9>?4Y&Pi
zz*T8@E>G-6Tr($n4Ys6GsSS$7m*rQh70eX#4@$5N9^feabGu^*Y0aV){-DmjH}Lw!
zc+tv6vcE((F&w7-Z6EO7(V^KHPnk2t4#;WCorqi3m3Z-j6JnI7_4GWvY{N-`>vh)3
zh1h^3+)Ig$2<iuI{(h%@7OKUkWWWim`^b@G8~F8sB1)xy+g^vLH#x{-Tvj2ZR`q;|
zw5e=2M5#?<UE1E>NjjUwf}a4%o|DpiKQMSyH!e&2(Jcs^nR<+Hz)<pL;E80T-B{rh
z<Md@VK_~WqdFq`W#WYGXe`ikWqh_%?adiiUetGvIc6=RAWxOpT4!}A>cRF8d&d3Yk
z@i`>0E_!x8n$4paU7(PwnZCbV5wfdvwf@dAec@mArYl%Dv^Xp`z*)W&&7SLfaG)h1
z6=jOL!t<)EK0w}--<eUwCb8JA8My=N!HWVdX&)K##P&L?Cqgy8iQ-O;zq&>M?4N<m
z*q1=VLCER+3zCicuru9%3LES45dBS<d3u<NjBAfl=kD<UyH?`p&1JYCu;XWVt$^$y
zuznGS8?uujuFX0USvSEjl-Ou;CAULNJ&ZP7Qe};x9VHH}Tmu|$3KUwLD76~_LcX)S
ziPV1~pg<U`2%<77nL_qpENiiYZwP(n1^P0;GQmN$*X=ttz4i|Vmxs6ZOHr!4t~Zl!
zAVXO~xCKM`lW~}gwYIiGPRB)`oIh=<*VCzfbJKqO+>-i+FIap!@J=mS^8^9_fm|-V
zUIl6Ei(7%NIp+@`M%pjOsAl(gHQPAc+b}ITf?*;BUkm%{oSgsuM`fiJn;MigvTmQ|
zc9a$ccs(WkFi4jw9P+0H-~WR-NCnLLbM0=$wPJC-0Ad!E_vP*azx7tN*C6E1iuDJc
zLI$tcQGD(uXR4ku7zGhhx>Xkb>)-4KUE!!|ZP86T4Wm%8jnTF?+a*;$&0yq8YYfL7
zIy~eVn>M^I0Se_n1V_A**J^7Pi^sLW@0-E86WK(&5UNkD2leRr3Gu($NDqsx(QbzS
zN_WbTGtIjlXHIg>Jw539!>9r_={Exu)elHy9gWi+fiCWOIxc?)vc!(Gh<WQ!#bzW1
ziiS=!s{S<nc~J1t^bgBtdh~wQZQZbJF>mdb&EfO7s4!8={O#jP=38IcRzuqkgwR!D
zez1*8)GzB~+L*;k&sJBs;&=Rh_Fe&_2Yx$yA!ePp6b#Y?|Izhygy#x&@Tn6qqV$o~
zJq<=4Gb<I*g0uxLo9JorH(czfYZ)5vFngr`(L*QJJaqgdP<M>!XPJGB8G|q^24VX;
zLp8JK`|Z1?sct{ay2Y^wPYqEa1h`0%s2FHm@SJI19Q_75laA|ZgITJyXR6UFIGAuy
zD5M$~hzR+&244xiB&UTTnal+XP8zXBv#}S&VUKf!_;E-I1SQ&)af9k3xcv)OPH(vx
z*I1--I4a5O^SnhYxn1H(B+{QnkBMNAbK;$lyiEPeb9R6H<#BLe0^v!XKrqg@-A_$7
z(@C;{P3-Q5o8Poekv$X8<Q{Utp&h$%nr@gkC7EP%RY7flp_BE&<Acg>P~pCUCye`#
zC=_%0jyy;JiPl9<GvqP%ooejwl(WZ~1TK{Pvce@>-7f&mAAKV4(e!iGGC$i2kGKp2
zvPtYHoBbDDL0ro8(Z|6kP`C_m>(d214Hw%LEY5>R4}lqLqF$vbMz=k44je*%`W(q9
znIO|Bb>sE-St~$DUDMRV9Q(D30~K!{oa~A<=Ij@)aCXAi3Z-uodz|D=fp7M2Ett@x
zB_PdFIE!5N+g^WWmtY9%=_ViZ!5w!P&1guR_&3~W9$>&i7745qt=1JM5WZjt0fS}I
zk6}a7bl)M8CWn*V;RuaJlPIw|nyBMxJoN4mAHO}?+c{vBN+9y9-r0MS7@LrpyAy*X
z+Ui_cW~2QE9GXeV;I88Vt`^_A=UZ{wU_%$WRo#f&I-Z4G?O#C=)vgC<5{oPW=qZ0C
zt_}+Y!j64RBIUf=&4X$~;vnSd;&WW}m#Ee7+wKM65BPPJY?=4_|A6qNnn2P{=~&$e
z^C^7Sg^&ey51pqtY2fytf{&VR7N%ty6b$hsEL9RMTy2e|Q&WQ;3%>5N#pa#NXe>%Y
zkHM%>DqQD|iGAQElPE|wJ1?-T>83!+BIx?0GEDi0u1Y$9(8a5zxD7^AF{2qp))S3L
zYjEDT?zJQn&ybXzUhr7<sl<?(|E`!+4<<v8s7nhFo<r$Ee8spRjHtp{zaa<rl;*k;
zg7(TgZOtn0ZA=x1{e#rN!ykM-;OUD;;o%vNCQK@*gX8tsF6g6ZI1eW;ax^3w)nGcZ
zyJ5N3b)v<e(er$w+m2(B>)GqPG=<w(&XH1j!%{TD{VS7R87u?DU7_;(ZDqpd#CKyK
zxCF{pVbI=wiFusd!UEWIS(9HNU?A}H5UL0n^4GOP&^{0GYSN5v`&jYH@QK8*=3`k!
zqof<ZGYDab_LQFZ{up2?J8;T^bKJ%fmVx<a4kjY!#@M2!1&^)zCH-mSfUB$Y{>jo`
z{(<(SkaRQ{z!g<_g;at@PNs}X5B84GPs{8%<UL3s_9;i7%I){!+CUYPeTH;mFq1-d
zNrsHY?|GHT<kDn1Is<)!$sEPm-gxBSsGO8SRV1Nh^Y2;T!XZyZBk9f{vK6%8B5l|8
z-67GDVkRf2|6U@1C(2s(;YMW9T7Y1S7Cd;H>}Sy+<ctWRgmBW(LOK_v?PZv-xj^ZO
zT$}tC<!Y3&b~u$m(X~Z&>q18Qx7Dv?M{Z^|Ya%d5KOXN%rbTxXSj<_Lyu!9V^$9U$
zr_ChzA6jjDSVT_ezbMF%^Dw!iL(n*=?9e6pv}s8Kk?&(>x%OK8d7W=}{pJhf*2;TJ
z(BUb7w@mjZy5^vm)K`u;>_&-9Yzsv`$W;zd{8LICHauF{cPhI>!>0*u`V*P)I)UY^
zSAR~P8RJk*q{x0q3yF0G71dcX`%!hkZ*T{}cp|eC{bm|q(i_B#_AVc)u~ugf3g0ha
zl)Gs%gt!E4!O4gEfe}(ayVm>zWL5)n>f@&t%wMg_S=yH<=>cZ!^CiH}JUKb3toV!A
znvade_>blV-LLgCIzy;8dvUoum&2Ct-V&EQr4~C;CYxEVfRCa&<KrilUuvHk7<C{E
z<Ay0N(d5R_fRKo-cAiV*&&8r1yzr<4=p6MgyxZCX!xI~Sk!iyeZb4r1+Cgl%w;RJ_
zmX|M{8=loT;+a8Fw<)O{=ihG>I4W%qc}6!vYFH-`(HW6%;kST(kg#|s(XY#kr?xrm
zjnFZ5M`t%p2$dgqwci}gWLj)?+&2`_U+A_s9&olh{E51jA74O4#m+sIf1&Qzm)o}_
zfZcksVbH3DiJ)_547`%h*Wf27$?L;(Y#%r7y1E+bG4)8vS5*(wPlHDtssL8&qKZkt
zf<$Y3VMIIzmXJs;r`AwuPy~uC!hWJ>DQP@sUJ**iGf<Ms3fI=^ca+E-?AOF~&2^Y(
z|3+;wzfISyv(007SmqyrOA(aCaoBJyfcR5ZkG$(LHX|Vv$QmRNkBkX>4dDm5?!Ng4
z{u0l)X<8E66D<cfky1}}gr6Y2ZCZfjj@uobvq#2Rr9X&$3cSI7&Thb=33e6y@=ugI
zyX5XEf=nD(R18|Efe1vOnvOZiFLn>ke7g6I133?xYW@O}AoB_STl(RpwH>;-j9P8f
zpIR0RQm}dut803zeIQwNdnN@!p@@CPAQAFjf8gW%8uBKO&iLal*^P_j71v-6BcUqh
zG+H<?Q2*kO+VjSfQE+v#z;Q?71ft;t+ucRLuFvsXI$oJ6P;T>og)ui>uU^WfOM9>k
zCFWR?Ct%akih-1e9xEBV+enKh%~hA?_x^JK*OJ_QiPA3>CI=Tv))DwKBTN<54~(+Q
zDLdXpUo;xFoPF}WIsQChHP~;{Z{DBBZ0lU&n{zPpnYY;kBm9HFk`1Iin!Apyb270^
zL^)GvBWk>SqbRr68T^y53DhtUSRkfK*-nK<ND+>Ndw9m(U&mqd>n?ppXr<Dw2J5**
zcjY2aJ?%~<7#?F_QPmN(57Pek7`$IPA^A*lmr}nAqZKKh5nRv#fWH*Sf2@{G7-9fy
z_!(sYl8-D0HX4Z!3oH%t-tjTVBh=WP-{bx;YY_XY-dfOy3km;;ZAWU_4eiA-K#J6H
zMrp@rGf%#12AvO%oL81W$p0;B6mD-2Nc3Wzl@BNIGSuM6)O1j$m`8gfj;fYB#vx4*
znspbdEJI8YsZXN}MvzF{${*+nL#E=g>(1gH5@TsmP9Px?8&dv0yv}Q;VGV{uA~XR_
zK;k$nc_~s1GY3)uu?a(uC?H}~03|3bAW87`orPuHgROAOD^>~;mx7g6zm3RRb}@v6
zQ;+|etWJ1XM&ofKJW6!Htq_1|+ZAWV6kpCO6Wl`3Z0%ZKB(>oMMcvwsW^o()C2$I5
z*TY71!Pc3aeXzyAAh|=}3eED<65REphd?Qnb4bAg>Ye(&17SfUr5y_p5-6V#IjCzR
z%v!&9I-Mf1IK!G&c?&uk$3-lt2U!j>FkJLh3`b?jY3r{-iz+F@mW)w?og`BhV4+$W
z0GyL7+dV#{g7IQ|RfwY_b(!BN2%q0NRBD=uYVjSo@q!khR_JrOFHg?zb+sI}O3~Eb
z8%fX#8Du56_D`S;B{UGUzOzvSUeT9yR|U}TtM%iqWmJWufIK2?l0RHwPKZW_J0?0W
zN4c>w|HRDpG!;T9->v}rSrc4HkBcA-;%S-s)1je%7dzWj!N&U(iZPopY66hz7fZB_
zr3vf`+fkcSvnY{wp%fDHkKPXG-oX8YrT?t0K!4irLK46~=Ebo{=dv9r^bU0F+qC{&
z71FGFthb~#ta`rTAhrv6JhW-OYX15|2}N7m8P-K=DxjfmKHYJV!EilHJ8@Nw+PWM|
zt*(Nn@GcRWiB)vn37bf4mP|k0xfeW9+#saOl#{4ztW9CmQ@d@{IdUBOGL;LeCcBG+
zbsrKJ__M9nM!YKUr!`tIRhebg;#)VnirbJRf|4-%{T0oe6^oWB%*JRO=RCnaVb=-F
zMbVWlcSux(E4T#u0Hp>A{{Sd!bcL=`Vq6by?pZw!IaM&Pz!4qsk3P}OjBIx4LaMw^
z1vu&;f!$S$JhoLb^;BVP5HWrXtcT0(SwAI$t|h!Sbe*dLDP*s+%iOP-E5nK}^g;E^
zTpi9<qp-)Z)McW`Xh<=LC3SOpnNkFY&K(X*l~p=Y*{N@k9S)jS3j5?Hdu`6@LlEp$
z?dOr)OjXXW1Uil?ef^`*JLD%XO2MT<+F-XmIjatp8J>7{h)*)*UCSYkUmRm1WXrf(
zY_Y8sAFL4qCE-&CUW2%N;3qQ%9hU^goPUyl%mv}77s_kCoV0iE#`s~Khlxv4e=(aN
z@l}p-t_Sg<$?RZPI8r$Q2(@KH_oAbd6iJWa_T{`LDMtD*%~D)XR@YlUxw`{6SyO|Q
zVM8Uf#Zu9yHSl|2Co!&JVWYrRzp@w-nM*pN_<MYEimb>;d}FJ`;ca47<Zdsuw#v)(
zDMqE>X~SR0KO2wZ7u`$Dlnf}vUzu!8yXqdq6HY1uajNXUE~P5S1k7_fm>I&oZ*O#J
ziV<~RZ=}xDYDpo4O{}H!X@VXgoc|J4k|^l>=xGo!d5<VFIA+UJQ+WtI(s5EBFu4;R
zH>r6}vmW)G>_VJ-j#<%vKq3cmY}nCDA;fw;4ChZ}n<Gh9UqXzNxs#Xw%$k!dzj)W~
z@8L-~AOt7&Al3#oj7lWJP=ToBZY_a56{%2w7b3JC=%u*W2H>#X(*uNwBpKH%c)g7~
zAH02xl7GJvCQ$5PmlDro*NEu%%?YB1!4-*eAui}FKBQCr#Z8=L*{+{O-OdKm8!7UH
zrnLG9Nji0pif`l#dd8)ZY2avq%|%D@vi(I~ptp-KKF805WAb1$d`{b)HV?;~zQ}J6
z!&)ZnCZq^GYRCHf*qFvUVkp8R351tCHOYdqj?zw=a8Q8?h?j7^a0wGQJmyb)F0V95
zf})GRvYH6Rs9q!W(aFU7+(5X4)im1Si=y0Pw0)YXF8g36G3T>VT8bd=bBY@#k4a?f
zdyO&yFut9U<_+_x6u%omU^>(At5tbGhq<$^ISZ;HW(_%%Ntw;Y@N`p!QMk`L1SLNP
zxC=O7NLi7sTu~X_Z5SU-AS5eHzqb58LG8zm)|CvvD2#4lx@d@#nFq{&<&zal-1AuR
zr2-gHiU4>g=b!EK9Y1KVuWZmnU<;SEyl?FmFF4QdY%?2~e)RTv>1A`-L0QXNhEQoV
zkPdfy<0^m6-Mg$Z24D=JRAf?>kq9)>;-TX-x=OKIC^LM1%!UK%<(*quP{ea=jysxf
zKHzyen(kndU?dsdq59x?#Qy7EyuP1H=&43*1DJhU_$p3#kU>UGlN6fJ2Ehp7^yoNK
z<t0M24;vUkB&3w#!myk^DVfHT$T@qQ0<_pN2IF!&#G)EqGlL+1ux_0k59sC}@&@<1
zotT|*nGiGE-)nUn>{U$Gqoh-R*hxf5ig<QK3Ibse5fi%fj3Uq&ij)WD`bOq^zu=Ai
zZuA*6V|>vjtkdeQf8^wG@_U%pzE~-xK~Wx3;os^&xKhH7ngQ=>{R-ry#u`V@WMKf4
zY{_|`k+6CUkf#ibzl}NM%vTLYq-KVtBby0&fTIf~iAN4f{S>Vji+@1bG5oBBtP%{4
zUFV#`_4}zJdz#D{dwm0!!gHIY$dsuSk>v;U#qR;jZdS**M0o0Wl%N)91tx;9f}m=S
zlrc<`Kqy%VD6-K4LJ2uo!JX8F014Mr@FroV_jXB)VyLT#7m05UDx_{MWOK@9#3wWU
z1>1Nk2?1XxxZu#lj8~B~cR3S^JD<w?QH5RoYRcm;8C*73{)mhBEJKJn%tzr<&4(VI
z$#*Iy$R<{0!<GZXl7}UjT_#Fd>vQ+0N}UpO7s#KRQ~nm2tK)b%9=2W=F%83W9zn>y
zm~I1u;4lF2b;KMJGYCv1T@Tlf3$~39Wkfin)Vpgcvh-XzCMQl>UkJ>sJG3h_;1J4+
zobOyWkR=dX^giR~CMjQc=wD1;v3+lhDBmzHv5MbZv`;NxSaWNcJB61?bcq{LiHm?!
zWQ7JI1lIo^;Lvx6zOH(TAwe_LtjF#~5u@fas!^`-j6tIT3u!Qq6hx5-g%K+B{}hKE
z`MB3ws=<<n#R&H%u`8V~lB{wmD8**di7gm%h5gkAt9s~l`Wn0xyzKh*B!d*FU#2~A
zG!%tlf-jX2jFlFl4%M4b3_3(IIK04H1~Qvb3waXi*?%5H%%PBC%ZY&7itzQnI<<`q
z&l9vhD6G!npod;!Q5URn^G<C>JlteAB(2E>p@||#0fV$d{UUU0&rCK%Hm#W?I-xG-
zhpyg*gF+g){BFG#xHO~*a(2X4c#kO@g}<gjW?x7LR8_Y$XFX3@qcmomWJwWlO`I&%
zJ-4{HV0mv?s;Ht50xOBMrQ|E!)E}%~(H!JG;;?9MFW1n-RZXgkarjU=!-!ptx-FI^
z-*3sk=DlDQqi0b#qt{#P>?~eJ6T>1&$3#|YFy)=NK9eG%8NRe_5K`^ml^=#R{3MGb
zsN38>YA?9GWLjdNpnND=jIPCjLxw8L(Rp%6^^bodJ!xqDQIV*f_;-0xt(YYN9DxkB
z7OUdqvh1+9UA${Bqyd=TuuU1H%!l{^H6cO9d-+b-df0YQF8$PhIXT{VeOf)J3%V+l
z-2+3n3n4^)dij*zzJhwOJYMK`YB)zVoo)snHeO+l(b#B8MLRF6x+^6^%DRT(Q}LRw
zhh2fBT>8(C<Sk}2c(+Nwn%T+z34urkwy|yH98^LqgP8$o#XeDRVp~BNq22Ff>W^Ta
zVuL?^<@czKsqwQQz(wMybhW}#1VRoTu1{Uzcu2xZ2F;{QUPh{;1SJ|e>w!_s$qbwf
z8l4HcWg?G|p>mmW%S#UeltsCttGOMw68Z3;;fHDZ-Hc})!!eq#McGYZ5JRr4ccNCh
z#0LSp&wVM8f*?pfN{0Q{XeCX$a(}yPx-rP@*4ir4h?Q4iJwx((ACrI5psSV1H{Xz0
zl27!ikYLrp%3)Cl*%3yCcr2sT>zI!fjQ>y=<(3b#PvI}-q2o!C2?V#Lb0=Vow8V#r
zkFy3d^8_v?H@>g*X`$RCEzL}1G%0LA<R#h~yW{S94F_-n&`InaFEx7Fpbdut@fKeh
zWBl{6ouN%5ws#&fcPQfZ+Ta$4b!Ub()5r#TgR@vn4o~a<4wYDL*M}U{;+O<aDuT`<
z@Vb2KQDM$lqmDtB5T3?$gkgnYjt7==JfXy5moNgtPa#Vwd|BhXPiFfSN%XQ$6xKz!
zh%OrMf=};93#nXjnwf{oB)Wgf^HXJ^gqXXV5u=dz2jplx<aY*hM=81i<r0&~SP2IG
ze<0Od$lyod9Nw7IRd+yQQq)Iubicn3dT><N9Xg4~D#-}Xq6d6jTPy?|aleR>Y0B>z
zr3m;vbvQo2bb;DJ!N=<AFb@*A(`zAdctN1gp<%<sTVdSS&*cQ>Em8%!4AA@ugDGuj
zH$rZcD&@sT;XJxU&7P~M?B0cXKl-#A@h9P&Y_H<lk@O5UEXj&P@4b$#pOp%K(8aPV
z0DxzW<WpS&yrHJT5i(=^cUr?<pVMT^;b28cG36nhc&^-r8m!l^<qW@eh+^Erpn*l}
z{m^2xKA?^hoY~#4mAe{{F<`8FMl{ong(**kYM6P>jmW+fR4{|>fg;hBp?u|IvxZx}
z2pmR18(XSLt6j3>gmUG7Tj;dSdDQA<F)2_;oz2GEZI4;qe*BRdBo1g&u08YU&Z2Ud
z@r9V%YA1UUP_{-rVps7J!D-g#P<W)(EVq1o5I)KpuFGK57j1FI7v=wAR_eOmPSWUz
z&cC_Z6A1UxsE~!?gZwZeC{+->`VjCqI5e8+@&4&F!w%`Qzq6OdYaQWL2mPStdMty&
zUXMp!gl$$Y<8+8IlSvzvV#-@l0KtBC@55v<3M-yG5(lPXoq)qR;9Zr<XQDx;rS{V+
zkBH41VYs2Pd<U?IqdVEH8Q+$hr)4>Tt3};U6k(kA$NLYVsQCH#Iw<rTtjfxu1fVe5
z9W*-Wbg)D%v4U-v&H`P<z2T80u#d#0Ke|dO^2na;G{RpZh&&R_*x0z7T7hXkkuMcO
z$}y@?DVGnMfjdC^T+F7A&M^erXV{)IR|V{yc3I=Dq@gND6^S~D!;~{;O2AA#5%0!T
zo7@$qCiv0JQV@BYe@`P2F+`n;cvT4)sAWfL2sks{0bs>-K@T0+ZXhH+dKEy$3e2-M
zgzlD1y$=09%)M1u9Kri0io@Ux?h<5hC%C&yaDux_aCeskcMb0D!6A4cxVyXiPJX-l
zfA%@&W_NGSx$Ew!s;;i8o~rs@>7Tg)l~OdXQBX4IRCyo6q<%qksuFOV6Btu9oicjk
zf2+TCRFwu<?bHQ@_QkKeVhr7+XY-igAd9`Po_hl5;ENTrBD!f$Jtrs*>P&`n7;cMn
zaoH#yG4`fz5HYd_b-h$Js`!9`x8Hy6`FI{hdZBN9cVorc<_IN$7QnNGTlTJmupFPh
zh(uD}-8J*XJ5v633CY^(({()UX<KQPF_GPI!c?|#bAFWd00H}hS~lj@AxS+*IS}fA
z-gCG?b81}!5W2mg@xe5Y*=YQPn1(O<RuMbO@gUywQ=sG1o2$v6(fcz#M-JC9<}$IH
zB6Gc*qTfHFzgki{#_X;`T5Z!@{^0XL!Vud;2`SHNyshoi50J&Q0AOJhFk;~@auX<S
z{N}SaJ;4)<u%L>8z0OyBMEh5bOTV6i&}b*qu~;kcx^~fQ`z-)_v<r}0ZH_)Zv@4Tn
zA`tI=f9m8x-<~frk>T>EPol2c|7x4+uc0$0wph=vM*VEBoP`+PAbP^X;|=2atzN}w
zw5%>(qZ_AwNHP|fFi6v$kZ_k`aX6bGgFi0YXC@0E#3-UOobpuhQ|IG@2g-l75I**D
z^>cE|3h>7hw0&IfdV#>4b&FQjTQ$46wthzbs0N<fp`V&5Bj}se4u7wyR6rx-jp4JT
ztN+c>DZViIwMv30$5FF=oU{T#C}=q_6Tw5gM`e@P2o|PAX~e4ajRW=knC(WJaQkc4
zBV1a{w|U#=-(9kSl+nPOg9-O(<k}JzDZkrZsfo;{T5Fb80i9p^&<4dZnWq<BZzOb3
zZJr8|F_NYixyEbaYs+`1_LTubsP5{OjQYPkGd*MnFgMF364N_25f`uR|MZ-b+o$Le
zv1hRm!nL7TMOQ;}nj3%Jt3}lok}*W2)J|ey^60*-KME?bst`<Qfp~^Y>;iW8MTplK
z=Eo-?+x{I0Ob-mC)h~K%Yp65QybSFT-{uM;&6Y~rUJK1}CvhkC34a_rqj`i>KQj!1
z)w@Gys^o{8)RYE6Ym&UXz0L>lHe3=fA4QpbdKQ*X=1>r`R^SScxa|ygN=~d$N1i=q
z2+@U_Y7;Y>%fb`-+D(4OT|lF^E$I-<4s;g-MRZE0A;b*Y3z_CA4DbT2;kpr1>4LZu
zBA(|wAR)2K#ki8GXyQn%;nXrTMobV<drQAgIYdR^SYzlw_n1^_FmBuN{syCHM~nH1
z!8Vu?kb-HZC?rq}%z_^?a~0hL&nh-rZCKdF+_zH5q+5)=zlCh}89FR`!YaQYf2zUV
z?04>4(CI`<d$SjXyHeNt7$8K~6fP?icBOR)*e+qb1+IREmv3cJER{^k)eC^~)IV;~
z36qK#^w=pvaH?x<dKMlYZ2go$H(-Vl&RQ^%@r7Q`6ZFRhR^u!G&%sGpNyp$_uFt`J
z8Nuseypagu4s`Am5%O~8qJBmX<asCtPmX7yc(|*`RFgDD5`$vz+thEy{yTo?x;ZwV
zcEg)*16c%_-`m>zSG#)R4-Xc>u@%K8m}fE(ZT;8*AE!@qFtEG1&1aOj(+Gd8*i1=z
z{gcT&253t9T`v4$U-FW}%W&)yPR^)D2j&)vVt^t2urTt0C4YU7xln2wZDuFkpR@Qq
z>o0edcrBHU;AB%7V&VELnp?kIn?JRj7C7U>#Z7hJmW#4s7GZQjDjS9(U}24r<w24p
zhvahwX-IUrr-lEx>Y>y*BHamt`e>ycq8P5hYdE5Zo=4|Z($@px1NUmS%$5yNO}4_I
zjE?679iNDWZjvTMNzR((QQ~E$Q2Om>6SjZVpo2v8w5x3$k&tODg68M5twUCyT%O29
zN1Ugi95`S;k03-wy>$m^vNXH_sQcZ{>nw#}jru)Ax!!+Zek&lXr5|!l>p{02PQayP
zr5NIfh>4Mc+nJFnG^7qf$6OWL%E`u{OswNT?Y&qY_&|RjYt;neiJBt!7@%TmYQe~S
zT9xW2BWl=l@j&+KyTrHZqOEgcPf_Qg{J|zWeKvZb(F;GrNYLtwP`(*bE7)8^`x&F$
zt%}zW)qdT6Wt-<dVoK<(kG?z99lt-MwF-S60smkF<0HKtV@GqlGUccPQ5Oyb$w$tE
zC>(GTJ*KRB^_YEvNV&ukP%pkg*p8tj*In-<`=D*M?91AmX^77<wr}5(Fp{vUUD#j#
z8Nqjx1Q9fRPF)FObRbb<_}pd%+X7)DE^gpt?IM;n5qFSw%99mvEbe>z%IN{eMSPt)
zF4lMH?SKyReJ-3L76F1@6hpsm6tgH(R*b8sB2Nhi!BD&o0T~j%X!hj~(t@Dt+B40H
zLACPF0=hKP00eAw|8%mT#Ib#3L@+q>7aaw<S=_7Kfg9K>CYaVRIPp!J5*1U1h{`di
zaYfDkGXdSi=dmvAXt_Ll89L+p_B-o@szTZ-owo9ovD0E+X8q2^&D1dbS+izYnF6k~
z#F8ih-}_T-wO+hm&dO08;iv9d#g7RA>if6kywy6Z-13<rm-OeDdOs-g5;r-}#d>f!
z!-93_{>)0_bH_HgjCD}(peyO00YQ+X`0!qd=;s!Zxd;XTSVXt4L(M-xS9G91+-VEy
zjyC#LBE<k4I_18BOQa;S`q*(=Od!=j1+T{>;j|&PegxtMqY4zYLW*c|?+O1Qi*X)|
zMPYK7h+cbO=qK{^4)Uk~pgj6E^1_@N7eIssW6CKBRtW}rrv>E1!T)*{6uSBh8ucxw
z=8k^3e-fJvy@*Vi&@Glp*Rbo$kd)sf4*kmOzJ}dAW*2Sys!}MK>U)G;nM?h(qB8bi
zRrJkf)4<-w(GNkEjI36NTXl&#Wa$7I7Lg_LJ`V8@wKW+xbabo<ZW8*Rl~%-wA#(Og
z1ijBH2D>k{S%eC;22RBO#TRsw#@vp<Hx5_>gfNas--(4apzzuP`@Tml`dt?|{R%q^
zmJYQJy~M~1N#KU7<Q_202R0c^i0shNV*tvrL4kM$@09n<I;gKIZRo>QQ`t1kk+^X(
zNj)yf6q)_Zg6nqp3thT!61;0NNdfB0CzYRF;j;rpfROdd&NzFF6<<@P)eGAsdqJSS
zPZZ1z!9dG2eA?<}h++sa1l8RKY;3q1v3tnWR~)K5>)4An;CYTjs;)dG_bsdE>AKws
zana=W@S})m+_pv7$Hm{o91}{V%p*4=!LXk2+Os|8Z|{dvwHtxZaITgcSD7`xdhejx
ze)sB&p<va#Dq>d;crCJWW(os{N*8e%csOE98y1lq5q#vyOJdR(V}rGw52q1qgg0Ro
z1#()2htR$MG?yjQcxAX-Ojq=z!$FbqdnbF--)eNWN#4eGL1UrQkaBF&6m(y9j$DiZ
z)P#JpF_<I^VD=#>RtaVVf_w~FWFym6E-uj3dGcTw1b{@BWAMpP`zB7_s7b<~0_mWu
z10I?S38*FrIf{%1QK`I`Ss!^HyUu8khlVy!j;AniZzEX5rWJ=MU`dss@ci8mhwxXF
ziY<*T4QnSV1-}XA8C?q5#Qn{w4?cW;j{!EAPq?+_ltIB#N5-G-tVNokNB{CL28S$y
zMu`JN`>>dB3<->3pPtaKp%kIVLWz;cg~K3$kM0}YzIBHr62bsVR8;Nl_6?`5&_F|^
z)j4B~f(|h}O-7f9Mh5df!3G880TrS>(+7zcgY#c-T+sJoS&?-oGCoNZ&JIySy`63G
zmr5WSdbG6>>7%oWQupv6plvDRF!Oba3#wByvKQVpn1IuRMN|)@5`Sn-?2DF&8Dp4;
z@z|_Ys$Wt3_Xeh(V6;HaF%?_Hh-^Z`!paueu;y}ejc~JAh5G4+34EEi3I|Gl%kD9>
zR79s^>qi4qendC$sMno9qDC~E=OKHVc`yd)g5t?9P-6S%f}aLZ^rcN%@ZMvA5jQ{O
zQk)Q6Xxu<631|3xvqf3T9Rtl(D-eir-q=aolqlB_)GXxsPts}60NFgA14?6*vD}Ej
z`~F8eaJ&sx_)8L5|2w;;GITw{o(h$$I$kG9oTzI`LKBrn&>@o+&(h=w0?WaW;x~z>
zFx(%X)nR4H<eg4pQ#X1g&=s?67r({SrsE_TGAN(Mn}sJd7>aI|6(#Hi03q*!FZCN{
zL}ZCR&4<pyKYJP&)^_5G`SB%f5)i8e(EXT?^n@*k)<afC#v}=5HMeep2n&>jkxe2t
zT-3KwT#lnlhS=;G^sd&*&W&H+J^(>#>oi$n@1TYrNb&T1mAf7u7P5EiRPUzXMNFb(
zWy2<cLa>(qhGDoFcK1i;LF*gIJ`P53j~Zx0evs##J3t=9%6bcvpnA5UV2i^kgeZ&`
z&m9v|tU=Pzh>_o}!qSXqn~JdGW39NVhzv@D53-8jg_XS=BEo{T<qbg14Du*M4{Td4
z2mwjkW$oL_<4g7fsA`>BXZ8EI5D4K#3QFgvv&g!QA|ky$;=}>2ZV7j_+C7(-yb`h)
zw9y>vv}6H9)c3UIK<5x)05^zjYTc6n2SFXVbGsB}DCnTMMl!O=W`2J%XLyo>teG-K
zJeJfi#Q5p~E%!ILGy571NnE*n1|oo8g2rH2S-Y#=&%nfy<ETL)tUH#{#gp&yOGuY1
z1wdiwGDuk1n$b{;NBd5U?>Q#+#)nR9g|EyJ-b%xRmXscoV>Zg-o1MdR&Wa#WrGWyP
zt1mFf-e#N2wpF-kKJDUo)>z3Uddx@YAo3vFO(;l+g6K`t5>4^8FDg(%s-k02>lB@>
ztzL~de^BuhL0eHjCXzpYQa(Ex^Fc^KBJ3IT2?QGV8`qLi!0VErm73s!L9;-hLX2h;
z7?3mp@s0!XX_U<p;59)Q$0=z-p396JPd$Wn9G-+n4r7*~!W4&8FtU2xeq#})i)0A*
zV#<<*FyHnyB-$26;bB&3LVQmQOh2$7X)WY)$#H}`-`6^M8qH%fN@Zq$%1(X#QnLx=
z7;uo^g1j}CYOpf_)%`754LjU=74`~qWZfK+Uhi)hT+XK-Exz~;?Y8LRi@Z5EIw(Q)
z&iuUt*9oC?Y@dv8h%`cyW1RIzmb-81P{-=4psc4TW(vy`?MK;7{eU<`_oy|W^tKT#
ze`j7hc8GqXh!XtiF(oZLal|c&SR5&Li@+RVNcz^X#3Igx0LG`}dQIO>x8)geVgBY=
zU0)6uVko=gc*)6Ea~oc!qUmaN(k9d9jntN=tv^Z@92a>bz%Dqfv38apPwWHaQIE+A
z$(Ynpf^rVK^*Z^|+=JO*OASmviyPnNBb6qn8H>7^#O3oa-A3l}POj*7uCUQAkh!Ci
zKGMjc6eF6vaYnw#jW{Xb3DsFATO0UZC9h0@xuqHv=2a0050Z}BGDOq}B}-j4?mp}R
zNN!znCh34_VgI0NU>QuR%KMLffGza9riVt}PX@h18445mbpGUMI>CGRH~x#l-Cc@z
zy9!VTq3iZ|Fl<8j<ApDn+xq^&A95vpD~vXE6UN?WI@{@rn@y8k8$4iRwyPAG)1z~B
zH!{)rXJt8&>E=P5lo)>|1=sNlX@kTe#P7&<rBRhmn!4vw<wl=v4DZ~{b`N61$W1pw
zl~4s{acVBt;3K1rm^CQjvRK6pHy{m17Kw=YlgI|>m5EGH;&16rnqiDb^G*u|E&4gM
z8)`P)3=9)`NPFm3FRf^IW43VjoK%?em4@AS4qwSXw|9riyVTq`%Y&kHH>HZ1@<g1a
z)>`R|ia;=naND%@O67O6-O6x$=5(=o=COhLLFmX-iXZ9}h=USsm$}DaW-8Tl>n!R5
z9av&>VDDl+#e+j)kdgR^w<e%XV-LqoV<^)}BZW&EJOfr%eCcvI;Ob=o<YSVM_-*z;
zzW<1ekbZUF7}&ydRriwyYa9HykGw`Qp!8LQ3qv$_XVN)gUlYLcl2^x>y97?y&Vm3*
zK+VWcb{oV;a<Eq5ajWQr+y>D@0-RI-yPU;5)}<I&mvY%JvmgdOjsoZGq)45tq}}|d
z?AQuVtPTesV}o;gNHAq<tM#D$)25)&d_@Bv)BnpErN`S)96+iHzCEd8J4t<UfabrP
z*lpj;6(Ij<Isigh-vmq*AZz|9H|U*@#xtP)w<<2&WIYE~)wD3?eAt2MKhyag>)Xe3
zTBmGkG@QdO8?JX5P!H6weSLkS$@B-T(lAAl2mWPhC6n2F50%;tr}y3rIZByaU`mkQ
zU!p1Bg*h9<)l4kuOfI`9ELwi4$dKRZ<YHmz>=r{%=#>%y5#NqxsN`E*=`)}*pa3#~
zw@0%tlPdDLf?vhNMJF@t<<uY$lOm@4C8BZEBTqj`LE=LGEyc#6*I*Frs5zO(YPFzE
zppwIJrROQBV(?uRJetlAUJlf9!E(evP_tIg=5vo*sXkujfPD>zy7=|c-JY2>3lL7Z
zKU=Br4Jf?SxP_pQ*Ap*M%m(Hiv;!0Zy_2D2P^j`6A`34OL6z+h_G|5H6)q*iKWP(K
zu%t8e)$4XZmFW4fu_4+L?aAJmP%@ZQd2Pvsj$H9@@bH-o1Oyc4XFn^XQVp@B>p@1a
zi123nKd9vDEvBmJI5@;97lAV<YhcU5(SN_S?Em>Gm%2alT`Ux#s=D)Fp^C&%RFy2U
z5T@vGv92%*!V#<d&}fgMv7L>4A>MwB6qEo4L9}b>*e#}VCT{k|QZr#tCL|vF3+7DZ
z!SNELqyTDaGxPoNbk8539rTkYrrRT6^!eL)gz|-*MF7S911hDD!a8Chxs_T1;~^!&
zY@z`8ylM3Bm-JFCheBA=`k>y<G;uU=kyAQzpA;AnDfyBDl*<qE+ad;Zc-p^yfXfjF
zn3veCG(W7llS-<7q|*whDg+J`2(w85Mw)Dw>IWz?>^0STYCs7-U@=v(44Q@-8OA?_
z6h>rC<~)`(4tSJ)XDF6&SN;FX^-|^hAliVU{smK3iZvOqv@Edor|?vc0I^~3ZDPCv
zcv1Q?Gbo4q^`lz9i{ND0e!bK4a5En~`7;?b`)DpQ9p5yUV-73Xt~Yuf{rIWdV$bKY
zA0u`Jrfci9V=Y+#eOyPz^Oz)A`s6S$FiMniQ_^b;e)+Ld^x?S=NboY-fQff-JcBMz
z(@ah$^NgQLPB!M~75^4S_J^a^=yuo-USm&(Q=cAx^RSoK_}f#M;rdKUpd$W7`T>vj
zgDlkNu$eKLO<8OoBdO7jdAnfkIdDIf*`S%x@}@s|OjCUJmWwUg7n7|-Z(Orl9Ot0K
zW}#YQvPnVLT_CR2gVFkv_-9|uxQ^}-Y$`yqAz<CeNEEuGM$nCx!FC~f>enrp@F#(U
zYp3-~g~6K7c~`n5F5AHWE>?<!E{)m!9ZVC%9{Dgl`eAlFUp*WbQ71Y-mGCRP)1d7b
zGakEJ=mOf)dEb}JAP^il^}YXnurn0r-jS1D)I#@#LAwAew}rmj<^9#OLnDPjU$x!z
zi0$Vnzvgq>Fp}VUi6$veiT~|W;dG%A_}UYN5>~p9LwBW7-y=YYUnlJqy-4bT<hpGI
zrlT7y$VsBTV<5J_l!I>ZL?snmZ8JGo812@-><xOlSw-_D>HNt5p_E*H^%n0Uw%^WZ
z{D4m6xA#*souQq0C!E%!dmM?+{S>Qdu1c-uFmVtx_U&S=W1$+5^YGE|D{nk8G%5z4
zQ*z&Srq$|upTyZR<IQ-3nSs~OXU&ZmFk}!C=;PZm<4q-()JSjRt6wR7<<R{s$pIEf
z#n_9PK4UJjDBllfK=>JW+{41@cS=WIbU*1&y0$Q_Aqu@0HDR|XX`xl=He)1TEH}w<
zoN>`a?}C{?z7;-$J(3C<H9B@@N>Kc)T|)FZ$`l;m=n2{7hAPXTRQ;c?EY{;rz|k6P
zuhYmz+F7%Sq*$+A8malLBh``vhyG`jUdRsXg&N%t>!pR6pOXo+zWb{@*CX3tdhcW!
zms(gOKK(CUvxoDw;_XUaf{8RH%v^9gH<|FGl5lIC{x&|EH62f9)D#v*ELYWZSedsY
zrxlRLNU&c1YgHfV|4u@YBZi4st=%R0ZmQ7p1Qz*F>F%GFLCyGF|0$VAwoM;K!jVm6
zs|potn<@F7KqWR$+FjxF{MX7xq($led<iLGhV@?u;2a5^rk5TEmy;GNeh;fh*A@+5
z(co?TtiLMx_5fQ%wCJBVeshOA2aesGnNR)rB(^LM)+0e=r!dCG>A0P*wizqoSkx1Z
zX7~je?-?*NXP~YT$+nQQy*+I=Fq`>TMpotPYV#mx!9IawgJ6KyelZQ!(7NxO{v_W#
zHdlO4x7i*;Va06Ub3SHirdSrf>}2j~uP+p7UVrcbQz@WtSg>bZ=(eZ7lIZ?u!9e4o
zyt%vUr9M@gFzX%Ml16F`KsJk!zUKq-lXMq$g{VebrIuk|X-Db6S6C2*^9-c5p(-ec
zM@%E`YYsFgLoH*z?%%k&rD$Bn-p<RwY;N!S%I6AcgD$V1+nLF1MZXbD#3r&}X%w@*
zG`QMseE<Cuz{}z?B>yy9o8SL$-RuG<(F=}R!NN27b5fz#I9p6X!za`FrqpylF5l8i
zrICdeDHVT9AB52U{czwJ5LBjC#Q31oHd~^YKHC1)?r_m9Md}yxyFk<u2}1SPT6ip+
zz-PNv%JQJkCf4Ag@50+rWx#(r(^ip(Joxc`;*fsx;@}@ZrW}U0Xlb1~jvR&2CT(r1
zTW?whLXzdbAK9UWQZ1Jl=uBj^W^hM=Nuzra)mHI2!Py}zG|zZ!es-@Hn*X=OO|u8}
zPx?NbJy6QNF5hZq;Mo0<ag;xcq*a)$PX^B^k;O-p05!#KHbfk9&RNURfG_G5UtGB{
ztBB(&Xjq{_<530)sHkId5h4vC$jHXfJoBCUd%l0f5(wFgwp6bf#VlbMPdJ9mJywU6
z<z70&l6oaE_BTS&%J+iB8)K;198NPm@4<qV&qnv-JlwdYSsJpbbS~GXw<HfRRL6g-
z`^`%{;uv@^LYqUvGI-HH$+Fz}1e9&Gznjz1|KiOXcy!w71r1Rhsy#Xd3l>VoWpEf7
z=dSy%`<>X;Sv)15jW3#Iqk`3Q3B*~p8_m%5^24avtA4zVC(~tOB__jhk%&8pRKgB|
zcgOEgX(MiY?#DCb67&Ozlk<8@&g>;Is2I=^=v9R^hqE0H9b9Lo?@Zb4901$VMQ!pS
zt*E5DmSZiQ7TZ`NIxmuNkjMi!Vu$Mylee)#qwOE-(cQ8Ft4JV&g!q^uG4BnAL>^;d
zscr|;0ah?}I6)^)A-WmnV-36V<6`<^K1_*NS&3}m;t-B>Zs=Z}#S}>s4QR>m2okb%
zSQdgcC^%>inMj^U3k#ki;WI9iR?)kx*J_&6D_sComenk;>X+RTJe2~l;BS*(p#iGQ
z|DIt7wz$|IEJfjTlqbVakBY8w13~&u^P5g2t>r0&F*yG6cH593{hRala(94N;Cu)z
z$K|_>+@es5MkVV=rdsl>7IV}p3gAUHsxr<y?D<Qp2I+5(5&-*#SNL@}0rSt)?u1p=
zi$jX{EED0>4mwrOt2X-@16;>El`Kmn7_4>4M4=Rim4XW!4{;_UiWfC+dD^+i4`!Pk
zmNW?m9%37PXfg6M>>KlC)qk(_f3Cyfr{fD%!|qBsrMu>&4{_mgVA=s`H%=pCP#n~f
z_ru7#zyvI+9=b>ZSRhUFblTw^o}@PX>c4Vsk;_hdh6RKj4^3Fw{i+;BrP{;~piNPT
zt8A0S@;=t`*bQVtih?QmVc7XJM)9qpTs>MkNmv>z<?@_^$TxS%jMGh8Y;`JJ(eU8@
zHln=C9D%k59+BToUlg9e0$eg>3f<z<5xw&C-%0GKDnT-V@LY2jm+A#D2VeKx%NO@d
zx9O6+F%QlE%J1#UsGT|wJ-G12^$oj$pE8yJuE5z8xAx8Z;n-vW{#KDFDNE4y#v+F)
z)=qR+oGviUn7q#GENY|E=?1LDG#^s~fEckOQ9*USD{hqTQPZC(QTaNc8NGsljdC=x
z<*Fr8^0oJ~s8oJsx}*VYhlyM!H5=aANKrJUHi!Z`2!X_Qgx*n{R;g<IN;n{=>j9ZG
zu|)uNmwed))5>A>1yz!v8yqSgWeNv-oZzS@$<Cc-3sGo1;}9y9a$2DwR^~$Q>Tjcm
znVTW5a66A8;ofW&S$1)q-l)r#k~eB&OIPcKP(q7}zArH(JUYnps8o~L0uR?nX0Q)^
zWhzb1>hObwG$8WZcF{|tvCO2>Z$pf-j$Q?|d$)mtJoS5eZN@+QiHzJ{AN!TS;TJ|Y
zYQ8o}oPQO48r?e><DV*m##$s@J5Is>BM=5;FP=ib=9DAQ)>YIlpsWN}b1ecKIa4#~
z4mk>~kaC}xaXk!1QmWsb$VSWS=@8zvy_6Hn{~S<TN>3aWOany)VQrP{5)C|6z)}-k
zfV>E=K6<R%LFF9&7XiX=c_qY_hQRu^nJs&fk>=9^5+UjQG~LZ+ibu$Yv7YbXCPaml
zgn))NtQdO)pXYJamU^mJb<Ub}xN;DG7+fQz)PXNwdqACcS+}N@2LsQ+#B`ZRgrg*=
z5~98}9S&YhC^{NL^leK-OHA?#Ent9p;gB;hca?oE^Lq0_HlJ9tBeJNIxc$%hr~dFj
zV>l8U;(D|HHU7)e1pFjB-7oZV2cCO4v&Ajjg)ZJkh@sz!^5%DNs5a}IPDM<DlfD!j
zs?lJb#OQG0SYcBIF!O!iu$yqINL_5SN(2vM1Q!H8nxZOZp^s4}T?XYK{9f#dYSEmF
zjh2li;3)EB8j0PVTdC~pZodBZ@|=xFk`og`@q(w!@S>%jnQ~y?FfVxQP6^%+fs9Ur
zjFqwl4u-yp+#~8QM*$b(VPqXwD|Omr&6}x}Ljg$;kkfaO$ka)jTYrD6HMC|yYGvgO
z?8Ia7dR*o;aot7IfC80hB`zyXTmfy+_~NcI&e1?iZ71RoZlBXtp1(OBIT|Y4v6^Ed
z@ILW8m22<8dule|7ZL#pNsS)Y>Q*rr?j5!Okq<$<pU8HCI%fciDuK76>!Ua9j__14
zky;+C`MW)Rr7GQe*zj7$KJW|VZM#(~fPp=;CF1tkJ_!vbq7Q+FHJCucHQw=akOCRx
zxF1eKKA^onsRGP=MF0U%N^m&kVqit_6-{qsStnShH(6Z;Rt-?7h@NUMtExaDqXE*9
zZhDqb#CNBBe~}XxO~CN-+(zZ{i$unqq3H2?@1KIj!v#?#=0km=$%NC4vZZT<dB+5@
zy}uKwKR7Kf6a2&0-|*QiH}i;9*8jQ*q=I@SJ$8G8O5Mh~wQ$s9j{03*XAY)x^X4(Z
zEEcEV@V`D0HD6hM^MxYhwAFhXJNA%j5cu9ehBb6ju3nxF!_g#ECk)uvEbW7V()~b0
zVpuv=4vKS%&;tJtSg98GI~TdB7Qp<>p}XfGVXls6wVp&xacZI?t-W`IL+5n4k0s<&
ztRnw2E1G^}^4UimkdPQWo{y$LKnTxzLMNz9VNm@ViX`y+4(2kdsaKCZvvE*IwC#BO
z(K8MhV?Q6GO@#ABjvkL04h4@g?37Vfm>!GTknbM%uK#&=YxCE;Qy!&|OcMGFtRgbg
z!lU;Cyl}s!NIP64FL<i8%s^`ZVD(dtqRlI{LtdrB64`?}Jnti0pHTZFiDe^xn^Bw!
z7I?dXdTUTQ$v{p*(q|3g0AUC?8B`5wE$loB*KG{(t91eIiorzbcHftK!TSOCB*%R!
z$`y1{P;XI#jxZcG27~n~2;DDuC#QzvVN|Y0ubH)9gri0|=+)yW80~M2!&W~m$<oQp
zlCy5_asFA4oG?AAS36>5WW3yt5yMvx9i~C<sbX<Joh5$Rn9Ry+>T_>aB<8s)(lDd!
zwC)nenjy|1Q1AeG_XtR}(sDvpweI#Q3RZR+M)ybYnP5*LyR0&_X$!rdfiU9VYwK|J
zq&zDgQ=sKVEP00p*$L#tJ&_bjrj8v{3E0Eo+$37C0ES7uRh##gT(T?VHpo#ovSENc
z1tu|cWk`2#qup<3XpUY}>*qL`kdv0n)vR3;|1AzxD_kGgPQ|{ktr354f;)-MUPbg6
z`~?O0D1+0SRgs+xI#PQq=a(Oh`;4*yj4Ucb@5-2glh0fAKww}a2!J?%Ejz7l`EoRz
zJL=Zv8|k0Ky}I=TURGF2x!iezm6By2UG8-M*xBdoK8KFx;W>*}z${|oW!FafN$js*
zFs*5*WFaudyNTE$KkL)OZ%z|+Z4V{r(8>JNZM6KZ<pr?X*`%xMq}@#6-td1BI89%K
zof%eT!?Qi`bUA2a1d;ICFl$%KW2(i|1`_5KjEsCpLJ?%y)OO=pqml6MHv2iK1j$k>
zWg%<Qa&ZDdT&u)<ZdxiqCRq3y5$)7Tc|a&KJ?{9R*+=+=UI|K>T#Wt?*A?|A<!fN2
zya9isO6zalD!{>tz9_pD+r|5r9U6qbZ)ENPU*~zNl#By`99w!kHe`~7!{g}<mDzRP
z6e>{n{Y71?UEXLmXt#y}c#D=hLbjSNef+rS-$9^2Swuc=Q4nE>oPIcJ+eTOrs)5ga
z=%O~n#pvGmcL^YP?PH}@!mC^fCPIz;3P2wI+`=xd_<N>-VJQZpk8aQffI{wGW|<@t
z@=$%_^0nn|7>cU21RQj)RJShviVlGfX`kp?unq_{0=;b0Plpde`=WB|=(g?+Ov6Mu
zYfjo}?ukVL^D0_MmRW=tTs1fk1WC&46>SP^7VNc>@)(H;`5kM=$<9L%lUO`0cN|if
zQ@4Q7w0Mt*X1u0OY7{si5&vB~1vR^En;3V|^bYRZ>1u--NRkl-xW?3rFFsPojcfOe
zTcolP(pX7`ofjHjsXGkLy|%TkN5j8}gNfxb<OI<6{Sm@_L@KzdR-&qUS$Q984qYvO
zn$GqVLs2c>^@pKi;#11jQme?u5DUzIK_5n*r(4@e6p&NooDUqw2SZkpaOcB8b1*QQ
z_`-nu)+k_1`%I<-((|+!{+0+=6?F!e)zHjOIEdMA<cbs2Gu?SGjwrGSQTgARG?;SH
z4WNurlJZRY!($Vsh?Rr*oBS%NE)&z=UK5#3X*&i40)XJ)4%TT1#FO^ABdwchWW@oa
zZZizgt`KQOY^Z(^j*X8&@Zct|JzFdZ=TJ48R6Nn3;((;&PB_)}KqMvw&3FC9m+i)S
zz7q+>-RW`s*b1?7TM96*o;Wd(paX0L`#@M{x%BH)yF!M^4J7gwqd9_bYmoLux)i){
z;7ZCv>nAdSWL=U0Ca+h*<QP^$P8;9C+`v+?aEYJ??_05<l3)>Yik`(t```8sm!9YI
z6cA~cr}yGhwKnWr*K$_3vQcoprdEn5tU`l&9gi0(m{af@DQx3h)62vZYa0O+J&2^4
zam2ElK?v+qKZ3c_2G5=iN06$?*t3jlN!bVq<W>n|TqdX*LP%XNx@5SnYke1EEb-z<
z1n8`lRr)6FBEcrs^H@cRi_{T%<hr<#T7@u!0C@6wxa8<~0M&Gc<P43NMs;FZMvB3~
zcup{H66<v;HxKJFtd9twM>a3S3I68p+U-GUp=N{3(mp~CyyvoHcDG0}R6e|g(KdW7
zS1;Q?CGc_p3)i!a9y%H^8K5UaBQZN$9qCd<R;eq|F~UK;Zj#z(M&a7ku;=~>p)gLu
z5co98jDi+!=;f4kN~{}bMCinXXG5_k+<0orBi{zH$jO3rQaBVG)sS(5_)obx<5Flq
zA}CC`cF?2f=$odk6{TETNV0iR<ch>|h!LAL04ilPXB;F&=&4vm;!j<YbEuUDzj7?o
zMLhxq?Q~nz{9QBeVW||e`2iT{1A1K(tM#7rHkbo*19B)!@EL^}h6@#*#^M0cw*VGT
zX97r2njR-qnohhl4Wevqg85`b?ER0~>GS<oQ<}{@gznvxh9*>@oSfFs2ySt}{ipBd
zb==%OK?g8${Z#qkmo+B8>sYjapkaj59w-0(aqZJ!hQ3$N>jqc|#LI(F3j+?=rc41F
z)Tux2krGH`=nBRQ)oVSlyru8{sAPT^YW>a<l>ymWEnK{)G2phd6X!-T>JXo{Uq5B4
zsAC58VtuN0v9BjS{AB~yuew#~Hp$>8=uFed4KZ+E0ejKB(W}#@6B4Ajl|)?*`&j~!
zI`FWLov&f3O5w}d%x-xMa$dO`F-tMc;WXVWyIoH-{3J-}EtzU<hVMI)vRDgX6#kau
zmt`Bue5q9a9cMyrQIH2yXtU5PFq6<v5l*cdNNq=i)hGtY&rZ;*DF3Z;zyvu{-mYp*
zDc(0c|8t<%Z#;Dc0cPuRYlQy83-%9%eF&+>3uw-_Y)~=q_jn2qJe@BNe=Fp}V7h3w
zFyxAn-CsN9rj~*C?H<uXGQyWo0tA;3^^6W+5)_e#qJ^{xnmUqK1P}{DL&Xb$=t`x=
z`~|#@kAsI|6U_b=4Ftzm-**d@R5vV6M_)Y+x!4M&_NX~;dt-^7YpX$H*U-?olLpeE
ztnW7%RLXrOpA1LS$eza~%|{KRC?{aKFH_I8C+c(ZLX1uw0g*8o<eB^(e<7(6WrZC_
z&TIRgA{|NDc&lkZy?MtUGr}ILbuqdA_plad6v+rqX>I`#+*?%KlL^FH?Z$rEjc%l?
z$~<Jd(;jxPx26(x>!7i4+B~|b25B<xoc5_?PrqyhZti0dr|&dU`k--~V(5a_?~^V<
zcLC&wIPWj+MYbxG!hqEj!<;9_*Ch!SGIorF^>XF!_G;u(LUd48)qOC(du4My6&)d#
z2ByjT54onSh|!3iRx=EzplogfM<a>tx;{p%MIy^*!bN1BA%gRm7%&wD=SSBB^Cieq
z33_lky^Qnep;v4c%7Yb?8OJ$((+2MsmGNXp?|-!4tO}E1Z%T?JQhhmNJcWr7;OG@Z
zfRFpC^`>4d0x+2}p9(I%jn&+6j8m5wJ|v&xg+~ZQf_>AH2(zl6=}={zsgz+iPlTMI
z?`UGoO}shCwT|`+0v1?}+^w%9n;j?s&bwK0oM&Jr@Aas-%pxvoJTx=X;Ab^S`Opd4
z2lK4q`T;^iXe(0J!1^^XKA(?b0_3@kY#SK0*igY<kZ5Dvs|}Svv6-(7C4@&g6kGms
zL_2A0i0e2sSN_C)nq@0ZeJSPj`bV@<OK_2D?&J$wygWnNFLaSi#9q%hK-rM(Y&l9&
zQSRej`S<$|lGk{T$qlZm<x#Iy>XGpR=eexsM6@;W<q|CB#~x-Z3TO>eoZEZ^d5IeX
zUG9yJ&z!Q9!X^*+A+p0LHClNgr3r^gA#|>F!r#9J?MKXU2QB}}3W5R9Aa><Z%3`Z+
z>}oCoaDwX!*bV|Vt+DLW!w25qUY0b3VQlvI4h-Cc0hKg=B_E)m&Ryafm1Yf@1>{`}
zbVSExk~W=F(q{2ATWti2lDc(un{6=^`Z0lX%4ff5Cpv8L7zXnxi3%Gk^2;jY4YJ!1
z;3kDgGYyCHl{RMt1g%*878UG$(YW(?^b$t=PSy*(TQ=ZsNh30Us*@j0tIvNtUST4<
zOFBV$Ikw70hc#i*BO(!RnU*MJ3c8>3cg)J-6tT}1D-35%_>S+XFawwCeBrME_-ri&
zeaWp!@b{!?{5;n@o~Bgxm?LYwBIL6rQ-&Kdv9X*qORZJNXd62%8~9|bCQh;FS3j%L
ziF10g$T-=xXNwgLIz1wT|6V9ZzD6eER@hIG2%uy<oR6_7GZL_6%5Ppzu>6s^cFNJy
zSL;)C!tfcb|9S4qo-l&&g?^aAz0p>YTB~5_Ig2$hU8jSZE#dpCx<W#t<X2Zk-QvfP
z0FtCwC(mePaq>mHJt)e|9A4LqhQ!}xi6zB~>H8FMb>sYh*vbUrU6&QV()NhF$GX0?
z=Yib@g~2#&IQkYJ^Y_ZKBEA~h%@(Y~`KnA)Y-9OH#^l=`Fp8WGg-!P*0)xmD&YwDo
zq@y@sLp4t}nGOi^za{|#&7Svni=43h`Cz11skG?E67lh$li}md=}8?JX#Quvm!m9m
z@CWPC;vZamu(V*ZfOQ!H2AcWve@qtAZchD!i>DfDhO22e0snwzQL1bywVvF6Ky$8z
zLHt*>9?X9^Lu7g5ivxtf7KR~0Q{De6MDs5vAo&}K0;GR2`1bxez5;IlWf6G9p8@s$
z&wlZp|HbPx11bmXdly3UWyTYX!TvK~{QtD#mxxsFXxRI6{QqyO)Bjj${<GI)V`b%F
z`=2JH|2#SWAD)~4!yfd1%W{+BGuwYzZnAN){GVBFa{k9xl==V8auYrad+u)d;~q%g
zoF*R2=oa&55m;F_SQ<$XTQ?99wT376cQKZgP9mWo4^$8#E^<^Vt;ry5p}pM4#4uK$
z6l!*~|MB(Qxh*RlY){g;<l7M6koyqG$L@YE@ZfIY=W^b5kn{5E<0zLR4*>)fCESeA
z`F6kZfqTci(thVBA&j96gBAGkrsS!W3-zBf=jecINBgUVWo*cQ=OptM|2@qrMIL{a
z?rW3Ve^Mod-{FIELQ0UeAb`*gaQv&j{woP`&&U@Jd{r1@gb`}AzirUKM)O}PVQ}&P
zDGuhpitj>T&}lm_w37Sa>AX!WFx&9I=&H8B3iJ^Z_T=91Y9w#5SbNw&W31+Fvf29R
zVoBLxsv1%%(^^U(EUKr6%12iwL4{2;FZYJgsM6hdUbz;~&oPu<e0>>B3w1SUn9oDl
z#e>}2B61JV_yrk=Z8N{|@w94ZKydJb<!A*CyTVK~_j{)l_+A$s+)pTa?bd6#FXQXa
zg9N%EFDu8Pb<BQEWKY)>AyL99;3u>I<gMpWK_y%!lVZ2s+RTQ#X4U)LwKI$@tY8Q3
zegZemtKg^!fP9PI3p@Wo=e#L0TPNnlXY!igzJp5vqZV9*E{H>A3PHFp^&w-AQ%ZPn
zrIY*q&(_c5MvW<fg1J3JaAoz#e}yiL4Xk35Vn6+0;rB6bIWk@B1A8Vr@PG?&;PK7Q
zN~wN%_isU?TiT~0b%CMmG+2o=!Ts`y@e9A{q%+m-?zb#iRVi@d1&mr9TL>uT82wsb
zm!kr6hW?c<4pdTr&m2yrmWyW%MT#>&TjjT|=W5uzvQz>=aBrdfLL<~d@>0-k*R7bq
zvB87m`rz_(_u4yly-BI*${UWU;_|2`o;Gs6(`i!SsMXhSViyIs-=|g%mlOnf-A?O|
z=0v@1*V)UPyaF>ddX2Z|HLLsAeBzRS&DXJ>;|P-!j=3)KM7e&=c{1ha&`zZV?BjL%
zn!B_!R^h+&ldBsBKW)T@-8?^o>iURvy4eFf{O*klERLZd_xE!Mcs8iENLw-+H8Ugc
z$Jgzs-`$Uanwa}Dq+XNd`V|~{;IAH-Q6qqx5yn+gKl*xbwVbq($U)ovA(bYN&|wEA
ziTkAM2-lxw)||{~TQ?L*qjJLLOQTbiFbeqLpNalLL&<4Wzs&Jv%6DrKzAyVv#xL8M
zg9K~)O&78~KAJIy?Jo5z;IA4H|L36pV9a;xoXqg=>QVnTbtbqo^zIVF7vjBM>~7E6
zy^=Jj3&p)GDFFd~>^s&{8yIs2?TH!Wu{tf9T4<BhS_^Tgs>d9qgZZW}<YNb)RNJiA
zG=I|PeAHJi<!xL10_n#7)cwE;)B-m`9JV5(JVmY7+d~U7gIoIj@9#GbB(+QU4|GR~
z?ec>RofIX4{mP7!&V>i+Yd6}z^J^5GsIuBElWmJg=%JR#!NZf-&&!<vW}0&CsI6Z=
zGsq&td*~<kOh*_0dw(C5|7+<X%^A&>ZC3FuZ>zjx{?ph(?e@juXT%U&A}(tImF)Br
zh&#qE>Afw+H$dswJ$uNn;s@I?b3CGTW~~^uQ^La;(~jmT+Y=KXv5h5H+H9qzjY)$)
z-+G8PreN4Ux(_O^kjm%iwxF|eMo|Nct{m0X=U{R596b(y?Zok&uQ>dgKn(`Dg9#V!
zVTASw=r<#u;u+}Zt{J_S8?7KeN6DprbxU_3U&_+!^l*|+02`!bD@YiOS5OFt>}^r6
z6(=+3Hi$)y08RTt7p?Oz*P+Gs&D6Xfz3U$Rc)gck1<ZkKeX=%~d`);$3#Q|**h3mI
zxKbPV$;88&{Os26#JNc<TOLO7=?A}rf;Z;6qPf`(HO$h=>B|?c^I1RFv*unfvZq$J
zAMa3HBj<d@jCv9(#7%p>-`IF}-?s~v<&CT8i8xDPad^rQvTwbbL9@WNwU?&V>x@D}
zq+&S)={GO0syBXXVw}x1bf?3~?AWv6)ra{p)PK1GjmCfJpZ@yxcHtk7o5=DrmQ=`Z
z!}kFN{pNO7$)IV}UrWGhrYL}L@F%7sH+c*{{+>42!Xg)-^8I2ffn1D@ZfPQh?UhCf
zKg<t)O8fn?R&~r_9freFeNR9~DebHF7|_1%s@TX7EE9X5<fyBk8VOsGOmr_1;H|vv
zCBI>Ma-8q2QIu3KCO<7aXkUyB%bICoiAk_o@Q=TCI3EmkNZz>JsMx`Q8hJmXR?ydK
zaA=xfwiZuQTW4x4lAXkt(>S}4omd4y#WQ`~8oil##qO|6qui^|tSxopI|b~~OQfG~
zU1gVC&p9If`PPX*85?f3=Dy*3Fa{`7eBY%JDyyyrBx>dQSLrk@TUS)6Mh<wg75%V4
z+A<n?^lo0?#S&R1`Np;2)aN@ZL164@Inv471d+Gu*BBTGed{tHjDLTwPgjH;z7Wn;
za+{-Xb#5krlnZ^;Bm8$rJXo;<&WV^ru<3*&>$5$HmXB(x=!-<F!=+xdmMKYbU8PZx
z<HN&gX+0eZJYze}d_T<fC73R!B>1!o5rvuBykwra-sL?UC7aQwQKRp>Y*hkaUF|<>
z+3;KMOforU3=B^{YrjbZ$|>`4kfKd}BQP+Uf}!zyKHhy&cl{Y4V$~m&YH+)e&ewcd
zCklgv<A^ONR4|)F_&gB^J<Bgl$edcE<-L2-)DWoY&k(z{kz6Hgwzfa$<e;QudS3f{
zDM#3>6zcla_y_$Hc2=jQ8KdQQPmhC?onKj+O)A1~zjDx}$<X{i-X6eVt#4M0cF*M%
z)#WsuTwmC&|CWMVSwOfvnyDQDT8{2}GYrX)1s+pVrNm**=-i3YSvze&eAljmVYcPN
zTHlvLGZzv#^8%D|WQ5M6WSULnWi~j-Zf*g@l+7u)8iGO2qJ)uPl+~nPHe*+-=j)HF
zxMp}%sJ?dBr$3wS@q7EJT`C+#6#&Do)mIPfG|Ay#DHC%Q$<Uy6tgMbu`A*S=zirP<
z@?GeusHiwte%$1KAhXCimdT|uLH5}K_>sRa?>Qs8^2JmcPNL2+1<amO!L5yHmb^y6
zLJ;~ymQ@UgrNW7?H9{3BOcxk*a$-vz)*RGmbvl3LdO0-es&hkAu2<;ci=#`}9rAPG
zTBNkDe!OPE43*rJ^Pa4?kxvR|{DDI8U7kcTz4LK98g>bev>9yd<_BTWY`gSFij<ga
z+`i*XLmQvNB<F#DTv1ZqL7R)OwBM9F!OGX0nyj}|H5XsxP~y<cHWS=8KDGx?HnJ$_
z0e}w4DjF?&ES~h&zQFvCaoPQ<N>;8Q>3baGz~vFb(@_f^U&|}!B)5T{&;8~&{GGOU
z?UR@|_-iDDNPY`k7N#WY`Gc*gzi3IhZPMRjX)BsZp>(^cw<XBZ`Q-^a+%HJ-T)eC<
zW7sFPTB-&0Y@Q!3;-Am3dve<LGi-uhKo_1K;xftU-#=4^(c|uz73d)<-Utk=jMBOG
zvV^rEsuwuE=Py(?7H<+~#`n{2_K~nF`gJ(gfIpeUvW$)P0$~&Zf{%NiI%K0BVS2tm
z?&j3$?2o`mfCtdd{)Iik`SO>S<<;&|PmyHB(>mRRriDM|0IsQ!#RQL>uy5y2-Hdi1
zUV8YNM&|8>U|QrT=`>7Nk^ofXo)J;x!?F#toV^w13b<X9Xw~ZBDeV9g8JtMyaI7<m
z1p5MLLV`YtE(GuWxfA;L=evXJxU1f94v6<V5jOZ>%gK`*(yutS5yE1EyG_46xcLRF
z1?>Ud=R|l~(+T;4ony`GtBuZTA3Rp1X^r@fz;)NcRL*ImJ*|4{H6vo1$`k(&pK6=i
zTK-c}c<*0q=J{HCxar|m3}J7D`pmULZr|?i%H&p<CeTR&2d-HZTK7_Pq41`>kLrd=
zkkW{e;$?&<udlDcf6ddnO#&`GknoqV08pUZ(?mZWq~faKB8Q$+UnXaDiE@@4akmv-
zz+=BSd03FST~<1xB-@<2<in?ZjmXEL0#zbt7KGX*snp2m+Df<qV&LZtv7*ovAzGaj
z*|5ulKOcV@73yj?>gP^`a`fBOqMi7f6RMF?!d1eqRQXIzHls7)$F<wq(ka={3JuY+
z)J<ILgs8RD2~jsP|2R{phii)mK&Sm|ZH)XB#|^b($3Y~z9@<2yRn&3bPH(3IuI?h_
zy>%CD`?64Y>ZD%1b^PBya|~lf_*_glG4(H#tEN~A(Iq1R^tkkE1Wil3?Y0$UfuWEM
z{n%YmmusOCPr@*dXdR!IIqZyP6H+#k8k#AX!YClJ8FRP#U43ol-Lvi|Ikvevsv7uh
zU*`pLy8ki=Z5i~1wD*bc8{O%;K-RQ;`{C&U?)PCL7kQm$S9YKGrvq2SwY^k>a}Amq
zzO%;J>3p$S#Doq0RT8C0T<h2h<&%W%J>?Xt^nj4NVngf|3&NDEVhL4KVY|#$M=EQU
z(ejo80yuktz{i_P=Kd*2#hb5U2VH-%j2``kUw%LM3!*(N<1sE41ClG|Gxr?+h6>CV
zMb^<0fIQMF<Ov8GSq+qyYxgHt3-}rG<Q|QFc;X%AcpaC;n4e^D+3C19xKdG3#S(A=
zS5HW;=L{pImPw`@NX!c+RPm#+qEf4PN?y#pgO@AHfR$1`I~0sD6wqAq^L(c*Myxe0
zyI*w`9$j*mHd3m39>--_1<}{}%O(?^8mnhn3|PM4CJ(tr(9yrj)Z*PJVC;E&rX>@;
z*xRzHe7ekIX#t@j9RmH*97%Gxoha-LnHFG69+oU}VUckDV(b(1eltAN4}kFD?E8{E
z%rDP@_gUux#rHtIOzSA@S!U4no?kNZfo&raI;_)5xX#g;#jKt#1l!`%fkvJ1#TCX4
ztL$QX5GH62FZN@`0kwGF>k=1_vt=~y6Z+{Z3413-S{MKLjpQZiH&=V3$?y5$=?h4k
zTQzdQ+j7cSSN`Ykw$+b+;*E0bCNNO~LvC1Nc@MH&pi057%*5x77&wXL4#(IV4U4JT
zzPJ%QD<pC;lAFszPx^={lc%#-05;>VC0i*<Z(8;3&U1D)f;*FFJWc(z$B7Iov~Bn*
zjIOi(zMo^7HDZ~ATOy{?t_b<W(|$8MpK5JCjXex_8Yb&0(8*s&PKa$u+3M}Y7<Q95
zb@PvB;7XzwGvaYb+G!;d_4Id@FmqC0T{`)J_)XE<N~<<zF60E!+)o!-wUC<RErARW
z<f0O%Z#r69t>7hRRQswJRAp!-N4)3bL}YZO>O$$nfYBhQB2wAmq&LZ1;vEvX5hZww
zyy2eRh)}}jpn^vM-ht${`ORNt|FN4b06Hi-g((z#ur?;$1)!m1hntTi5yjcHN*ZPh
zm!UH2hGd1*z%cm@h#T)kx4>xdW+Ja4aWO8Dtt9Y_O?mr=wS`=!S+)|h!&=}W$uIGr
zQz@{YXro?mhq4qE;}CrrKP!8u%K4>9B7lht_4{C}zP=v3ZJ#ph+~kO6IPUxY2p$?J
zwO<^%?&iUSJd`C`&+&dP9jM(frqLt~JSD(bi2s=Z5m2mti)?s1)b6wUA*X~0H71Tm
zzeEcvgLz;YqmZ33cp~_7P$#`u6WIk@2!Ep12WC3b=+r$ut&=#;=~EcJpW=6GaJSXH
zKD9BAX_3^ANv?3a_}CByM^9X2E^2`dd}t6TbHlCf4c@O)4bQPPbN!x=7JGS*OAEyr
z&&lf|z<hmz`WgOxBP<>{z44bquciJ*K*4D{`+Kip3X_4Duwmgs8&yLb8X;}9&6kNu
zS$$qtc8etY>+@T<V`(I`j=(&H3a2m4z2U+6^A&di!oizces9mP%v5f)-*07TvKuW`
z>`HsISYD4SYNkCT7|*vZ{6D<=20|<84LtEa9h1kQ;Jh3U5{j|4$ApL3rpC7&EHTqk
zhD>v+Ou`I1kF>`C_U5=HvgYjC)7zcL;!}nqo;%RYySS=@_OQucK3gq04)yT+ErmBk
zcnzb;4gTr|nbe}+dn)L7U#sN6_4b2TFes>1JE{~`r@#BdP@*e3$QEDDJCwd`k=VDa
zxm|R>*gqa$Cx^3gz1N-<lL2ix{u^^&{S{Rg{wqjI4BZUfHFS-DAP5qIB3(lx4GJ@K
z4=Eth2ndRSw1hM>ba!_tQbRX<kMF(f{s;H2`x|Gi&78gW+41a8JUh{NqA$oWK!1H9
zh`_lu{YcrEb%rfkH>toVE%(Oe543Khg8Xx4X*{K>XEYz()2`uOdyV!2D$NO$@9P3D
zYl+Pls6+@=Z)?n7h6pDzXnanh!sS=ZK&P?Cq0!C>N3qlbq;h}qLl}O^`R>hQ9%h$8
zug#6C7eek^N@^u9o=`m=VO#!{eu)v~R>qzcBue;gc%h|74_^{73cFCAALNG)RxzAK
z)E4;(QL}ruvf&K+xC^xii+nYT<S2dj^8AU3w|$I~%F2pJ%eB|g!!u%570<0C6;eLo
zL90=od!1PK@uE>3Y;jLej9g!NEfE>&G2GX*X2>Pl_X6sP--NMm&pWLgsKKN^`<GQd
z`39P-?vlQiDVQOcB1l{QF!$l1MEZiFZLWKT^1UUMoVwv4(*X0gaX+Hd)~Hp6c(LDv
z0`G=Re#33pf8f@hGgs|AwL@<6W-&o}k@tZwD8_K9)_p0Szt<4Fr(hRT-Mb18v3rRD
zyAiv13+~jfU%=*KShOwuuGLtU^WMDkJR&9}Di*trk$*hZ6IX%oqjuM;J|hEGjQ-hr
zkxhdw`*!+=ty!`@I1CR!V;G;^S=?u7zmC-}-)RbKRNHvL>1Jl(`%PywTn)%BW?!=+
z)6jJRP|Kc+B7PrXGgroa+if|0BR5-ml<eDV(b94^d>9+tt39BCg8qJYxXSN}O#zM;
znHL<BPBMAB5z~!)t@^QUTGu@U0zb@GBufY)9_3>lV17D{O=rz)v@T0D+X}{!-d9!v
zzyG^z0`~j!F=Q@KWJ3TXeJAI*H6OamQvprzut*DX4bzZgT*ptSAFI=Dn>c7|-B<44
zzNx$U<gbt&C)&1X7xzHNN=kNZVQXK@!sXP{1{Ld6w-sktkqWKoD^Jj!61pEJvMo#G
zjW5bY@N<w`TW0C<v@lm6XH^-f5QH21^gfBbs^>{0twlE;Z#<jKrx>vXw7KuXn{&)c
zra^KUR4cmg9s_5-Fk>aYEhL?ETc%@gJiaEDThQPY(=?2tjo<Zk<xku!;%SMXu|T!N
zZ<<CJdACQBbDR}sd)H?U`E*r!>K@D0H*@w^l0(OYBiE)3*d)=&tt^njIjhWdndZAs
zGYjCn+U`ITef{HbmTRT=Tj0tx#Kj@;<O+jEjTV?xB|~fUp{Q5$BSOXEFHZ)2RnDyb
zv_5Dv%hgQ`*X)cBcsk{@vvtuPoy9EuHX!hUj$2!8ogw+wvs~s~4n;k`LiXi2CG_gb
z#nEpEs$@Evg#0pwe2-Aanaa<7_3Q&;zklZiFVapdr}UzQM}9dq3icPN8xb4P0Qlle
z{$qL2pGE4NsCr|g^l!NLN$69vmnlSoO$T#T+L*r^a<I1g0!m+n*z4)=M6M*$N=t9_
zDy;r0*ME;ZfG$A&Ha@3!hqB{T%^@$)M`@*hDS=UXa1)dVz+rYe;|mQ6#Ro=c@APPC
zdZ&_RTzfwXNybsPdBoojdGE^~;Z5#@7&l@Tm~*Oz;y-KSQyuxkr=iJJ9wXo76@^yb
zG5YV8#KdU@xd^f=B8LL>Iw!i2Lp%i8zj~n@j}-fbTv$;(hFu03Dm&`dEg)~A(2eNN
z8o5)Q20!j@{U<51t`~z3r07izT=!nxz8nx*MP3`NW$sBJ`dfZv*$$AJ7FdO&7;~1e
zn7KcUR+l^7$x7{!X>x1p)doLD`6j8#6|CzccPf-4n)D52?=Es?v39a4UnS#=I>i~R
z_)~hMH$ASYCs0{fhQrsplj%!5?W;I{I-ZFVWP%lgphO$k@bku_!8n>}Az*RQDAoEl
zG>~|Eu@LskV$@<R?ZG~Qv}vQ$vF%^>Y3%q%^ER71e-Sr$rZSl{<P+M^OyEGCJv<Q6
z@H3qiCxs<3c_!6sER<3jrxkj6g55_A5kg~m$IWPiZbi`#UI&?#x%Nn5(N}UksBLY{
zIqocid_Hhb0QLVgX~^3?uoh3UqViq|cF2m+dusEBSpNCU*6eQ9lndHny-hYi8R7cr
zalnW++d3yr&J3haNa|%4Y@7ofmaBrDn2}c5Rm_K@j-(X<$&Rnu>_#pq)5?x4!|D8Y
z%7RXc@A*-s8?DV3K1n1vhhD6w6!3bUUv8H@;Y~9Ib`wix!<8!^OwB4h=~R}dn=@+~
z^Nv3tF|aRYn=@7#Rql;{t+tFiKFB2eA+8^t-_~DfbV?hAtiW3?cWrHS)vc)Ab?qGA
zvBAY+csO|oWc8fty;%^4@0}l-1Wq49CgF$k)9$2c0c%qv%K?Q0ePIQITE*XPj(v+(
zio))siv2x8+CcMek5&&o^fq3(`EGZlcDz^8zbm@GS(lDCWbB5>2-J7KvK0^Qk^S+>
zfW-#^?_7O(u2jD<y-R$qQ2)E9Q(<|;;yR>(feAF0W>r;UrAaE%bUb<wCqRUp`%eU=
z4u-~VX!(&eaQV-Y|5$FnA=u{zIpA!4+tJ@wOwv}V6fWLw-VU4I#(3zQ(F;CP_!=J1
zyh4*|$FLAzl0}zD*;bi*vZ((|RSHVXP!|7fAq4%NB?{T&l=|vxCEWXSz2ATz6E<Jw
z#_!IbFhs^Zzi%dOh(0t9x!4TBZU5d}QQsd=Z;Gmr-N&n;b-32Jl~Jte$lor)Y_(QW
zqLEgQ4=W2cR{H!0D3<tY<<gN0N8H*}R4;H%o&3u>gNoP=A>`cQQwByg5-~StONwLB
z?cw+!Qc{JxF2!5m{+Z}8>5E>pPa*zQ!Av{(hX-_+BV_=P8*h{`3SnWi@C$62(XQ8i
z0;`eT=JkC1g|EG#m15f6-fl`GPSj*oyz#=|sG`O6<AeTp$e5TFJR*`Fv`c9y<Hyj;
zg#q7>1rm5fj^z)(Ow8tS96@%!#Ayo!+!8ZEIcwrdUj0>liZDttYW+ytbSWEd>W*pd
zQMPAdG^u_?Z6URJvRAi8suwM@1KbmJj;%TvumL;uq|{7AtiivP?LN#-W;SeVQ>$^2
z`nujX%74sa-!sD(WXYqO9rz5*V|AGKGcTw2I21QyK%yty6BG_H5mg+mC64C7j`_0`
zPg-~YIW#R6u^9Flu~Y|hN8DDpkMD7+0vCmT4M{-JU4-_%dY6pI7`%D0Z&Gp?n_yyh
zP&r|5$SvpFQj;>>8u?kyqWwJ*cLj&ZZ=|?Z9H=9Rtlxj@{R<t!md?y&CnU2^MlG5D
zCI$@};%&_e;j%=){}#OTcb}J^{yZEmHx4f(Pnhq(`uj)Ll`oDD%xuwXq3+_azeu4#
z(xv=ZCd0J~R@RS^es?tah$I#HQLNYq)sul8pUK4u8Y6dMuq#LDD0sq364EuAY~*P@
zz)uL~jMI=6LXgN;!GR72^>4{g!dM9{a&8|lg!f0ilmUdfNJ%D7MyDqG{56GD-g&|5
zL3AYY*{(_SQXF+g#5SPzC7kO>rgZu?>Q$ssz9s&ahOPJth+!F-x>o_bte^X<ee)q^
z^ksI@=5Cx?*dyTvFcBtZ*F&X6mfJ$qzvn`Y--qa+2+>ux^)Oqt3;%Tn6Wid>tt(H0
zxo)4La?K?)z6gXy2TUqayF9{MBCHBFgM&K-#~jg<6YnvoKeIxE2g6_K`6O5zJ~V`&
z4k77uFQ%7*TzTs6nSkwM*e%rrf&A(n%&SY5X~wD9*dv`YW^=o`n>Yvf0>(8xHykuz
z8f=bV4ObrzJx+&YB{C*oFFzM8in-cvQPgTO3M^~Be064#yy!FMs(7_i1yTLnn*u}!
z{xSD<nk~7TY~nokU7O3eUJ-tbQp{{39-0OKyWa7abj%rB=hEDQ>}KW6>wepBhRCi-
zf?7i#96Er%4AgGaef|75{}RfQi6r;BJ*@UIIqG*Cqb)OI%tf-Pp_b^Qr{^Q!eU9V4
z0nZD+txj&wJ`e=$Pria4S)ZO2`+lL;cbQF^IxHuWf2c`oN{PfxGdecn^iVC&T+#Az
zJUKCqgFZtZT-Oca8dy<S$~S!A2hHtubBkKH6Y%OK*|xG3MM0c%Vz`eBS#EgqnXY*&
z=U?+BBIrm4nvJC%O*0*E`_P$Ui53hW<}xG<+LP+E*7wh@g<SU29*un;j;OW;HQdDu
z+sLmKd@g3Y!-=9Dj6xy;6*B6nBtgR-Put`Ujz}t0!f%kfnqB&QJ6%oi^5s2Mqr`B_
z4_dy<&#aG<%AxUTL{X=PdQCGAWctw4(MGb?&>%h*q(u6}!n@!4rLe^sy=`r`*d0+4
z)f66@!1Gm*{pvdyF89jQ0_e`E>iRL@cAiEGhd?^GuyKRWSCCG{+rR~Kt<C-KFWM=e
zJvPmEC?2!{2OS8|dnF{uBf4DYw6PtoteQ`nX3q!0++NU#e|uu3Wj_;eq%?lcFD^9g
zpvHB38g>^+ry)bUymBipAWA;0wJ%4S<rMLxgi9&s<BQ2hkmszy>R|iFt;$~aIb3?g
zB>Dm4at}(i^Uy;r$l3jwnXMGA72g9jlUgO|gg3Y>C=U4vy3ZFY1CC7ZY*zkZN*_xL
zC2Y^<y@v=ZNfa6ndj-NHVS)1(zw=mh32YU7cBYq=M=b_yz+gxfg+K)2OMgoSwi#D@
zND3cFyfpy+2MRCT&B!v(SU6mesAn2`Cdf7Cq6TpdUYEF^9iPE%1!TSbN)WlyVdf>x
zD_Yu;hU|#~`|mJTL+uZd>o6J2P~fYxuga7Pwf+g2VI5S~y@CuN@#EH2+YQ1R>^F1`
z!$#*9jbiYRdc9~YK~CX~<BO7SjrsW@-6_i7LsZx)@ZHlS?E5pCPG<%3aZYjA_8zB^
z4B3D;-*}%T&fR|Y6ihutrILfHS}2ITjBzJ_278)lirM_ddyHZYmva1RtiYa>*b$pJ
zHNi3^7dZ2|&g|q6!gGLQRXUagzKdFixp9i!kuo-CcUwU(|1b!IYdl_q?J=9zqXg#*
zoeTrbY~z*b3TXW&3oH0OuE6yDD9e=*G9i)eTqBkz!A9ohfg`H4gx|19D|l*M=cJT$
zR=?oR4}PW*GO=}fpMMG*<)`oOb88Yf8cTV_5&0jLsmyTEO)tvB-4G`xP|@-e+%By(
z{yy`M&b0;WUjz(G9J2aZJ55X`GnQ|=rkN;<>8B{cGv?n``p}N$KXj!6a>+qce?}RZ
zCgSh?;B`pU$I9A(6?ilrPhcPT`;W4xEX^W!{p12VVkBREnyt8y=@eVvkuH44vwkr`
zq?V>%QION=lifHyC}lBi!@Wpl8yAVp{AA;!L~wn1uDThQe+nBJnPF<a*vxM0=PRWE
z^35DJOBxs$`~&^iTm03j24<?HRm~2BIQx5m)@9w*4sDu%)rbzU!)DUHF=g|-#IEIC
z^kmo3#V*pc;gifnRA+9=mmcX``&2w7Eqop4-fPU>)t_8jzn<3yb~Xseo+KA<i#S^$
zv%#%$@;M-KJ=lN^4w*M^o)1<J@~@o0+ya)55H&=?e^#ozW)8~-Ho0|n#3opGfMV&w
zmNw>&8HOE0B@Qdk{pCMI@8{eEEdM?2Xq;`c7lgV9cu^`1L@-zKfwJGmZ7cyGb^N3Z
zWw9$Ng0T4|h*3&#y4UldgBEE?3=rJ1nM+WubsF*TA;+I%=O%VN1#P+Ab)aASxK0Jy
z^%a411yVuYfBz(uah_EMMj01{#u6ZFZ`{}zYz}`fyA+Rc6YxcCJ~Ly;!C$rrf*Xi4
z$2?M_OQ3&R?m!v0+-O&6o4tEi=l9~y8g-FH+&%%*W8}FAY`DP5>1o~Lbo^*`GjJtt
zWV|Lsb2B-=ceTHpH(q)Ux9T=ad1O>z)CO~J_j}f^nL*Fd;>u^9=#5K+a7kjZU7oYu
zvu3ijsWzUerxg@6%q(mlh7D!6Gg9)qBrM_xKO`>ez8IY%>VL^f&E;`E{`F#$U!DN|
zU)0r^?(s<JSJPHewpod!OoB+eP2$7NG^??*MSpip6M&Va4diIEw;<@Aw!w&fBDI=*
zECP;A79V-{975{J7+WjWGYJ$iQom)r2mQq(`W&4mOd44|daXCjheae*H}$-WqYbMr
zVw+s*d8N;UEvvxzChygPI#L(62IkdY(pFR0wAWBwPTW*7%7KoO0xq|{wB_1|nFn8v
z<@sq-?)(Zk9(fX%v$p~q^M1iAhTgx3_#(jpwpaXP^xnfzN9v=(VK>LZ<maa#da?E<
zQQOORAP3afh)Gy6t~U{JOiia?e8Xji#CMaK*es}E8Ty*w&5~Ssd*|SrVzi56A#cV}
zys(~2Mg}@N>@RN)M1jQl-JolJQLQb`VF>c$Hx<xB3F;L15T&~7aQ>r$v8&^)@Ml@l
zRS&&)tEc>COsOaiAsk@tG~Al>BrasX!4$M#pP*MLwp347&)66msezT%ba(ViZQss>
z<bnBCT}E3mS2n&fu^XxLDwsty??ABFT066yY+J!jR7x$D0)4SuaQvM;$@JgrJ+0ut
z9wP*c(l86YIl(?vyt^1`lO|=7(VeHbNMg-tdn9SD;njx@5M!4}L3j{{_`EAUi+^h1
zUorF0{sGhHWv%(gbBX2|vHT-W#x`*)iI{kRyT>r<|0JF;`BN{L@tMiqbovQ80>~{-
zI`2HRFKPqtIgE1q7JaXIag>a_`#u=Yhn=EfK2>TUV7}5WJ3umq;WfbQ;LM+(S#BX}
zYf5^0<hlJ=6Ti|4WE2B0kKrsrvy5Ii<THvmONMl#(F+I^yH<mXks|!mtEk(!qQeZ#
zn1^7DbfrJLS8xWWb+&4k0RR<2(W-+v2O)DiU!QW~>-Om9bhq^iRWmdABuo$Izc9FW
z_^FY1^I>1Kp})4f!1hNCXC+A8Y0ibs>v06WCQCC`zpRUq_1?Tb?^4te_}CL7t$r$S
zK0m8*H1mL?^>ogirEy1<Y8z}#V(&Gd1M`1+oxYe|iK8N{N0a%YYCgKh*Q?_xl?ked
z9QlPC`ywhDKh01T8@Fzz)tb>Q`Gkn9p$Cn_5}EN%FFf-vdpvP29XDB~Kz0#z=qI)$
z7AW!ee*v3X)tleB{-q1L9B@$rs)qoVOeat3zYnlujPH=X^PXJ*LC)DZ%Ljn2&9lH9
z8-38qoB!j7Phz$fuF+4gUB)$MpUm~dm|*C@unr-|y@v(I6yM|OD6a`l&=>j#bGU@2
z%{MAT#+|rS9~c~B47-GFeXmB23<y;4O^phuDRoDpKi=_U$EdQp!|6Jw?b6Lhz2XM$
zH4J7+#s$GVj}@+VY=-<P>u78#U8m<xT;BMd&N%oBJblyoa-r$7s>~RmBeA+!QV+YY
zA(gz*KPn|*Q3G!+JRh(9LQZnqQ2EMtAWUSe=wS?SzImd$xKV)}YgatAmfZLHV?B`L
z{TSjzuucNHF9=9v3dEL<?k=ZVAdZd4qncQHOCuHkKyJ8y!qc)}n+%r80nZdLt@jTe
zD5V4nQ1A>vkF*r%XY>=WLQiUvAVk&CN-`b>Tq9Fsqb?c5TGyhW?pyM<)sLZTq&%mE
z#LcQ@{MaXnN(u)aWfn~}b8hmFxUrA`*u%{(D)8a{;m*%79ZDXZ_$JHTfWw}UryZZU
zwX@oblfJwm6~!h4EoHf}v);S9IVfaDm64AVEzte8FxZJ&nNC7v{AzI3jWK525CF&F
z8hwpaU`pybQ+xQ0U|bygq8-ia4yPrcAd<0l0kWhVEm!xq+@6%_S=#Ks&wc2RN5Cyi
zp1zo&YfXOtNwUpbSvCC?|MNeEiS{pS`pWt$ZYbQs-hBI!P%TQSJnEuUQ)1cfYt2wG
z1raQy_Md8Es4yl;xX;*3`L`)eTk&rb0NX1ZKs+j>WD95N|A`V<6(29uzuB(;gX?qC
z%Gj2E)5xQD*x<9vkWQz9Bqg~$Ho}^Ym&|@@8vNpRKHbhvV3NXyNr8BIf*?I3Fnlg^
z6Ro`pKoR6W4YWopc;rVGAu-d;{8dhxi}OTJ<6qbd8xJH7D_O@_FG^IkNpcRs>ALU=
z3XHjX#2yK*W{L-5f45!g6HLDC5D6l;fEJ8(RcC>my)*nS@D3`vi#`iJ6D~19Ptwu<
zQd!PSlj?>v4xmU3<S5<3CdQan^E&&P4`!kf@;~ZgJ>mozVRHMI%~gc2Q?v#C9$7G5
z6O4G<+{s?gGYgdv4|BsDwD4~2rWE&ecl!`8rS20k?luuWn5M~0Kq~Fz8}c04ppMhs
zX({-T=5qv+?)wjPs02+22eA-Z{Sv7CYk&@Lms(vr$*s_L(N%4Sy6X&LFl7GpM$Z!*
z9TgV0HZ8K289fq*(`!6@1SQF@1qC@X?8@mwrf?Qti;t_w0ZsScjN!?pi*i7%|JteS
z`}>thY~eQ*i4SJEZHDN@^XFceHhiShmEIF(Rn}oaXHFWsa>epu!m7c&kkgdByGlVV
zeJv)o=)4|hnZTa!4T{-)^`IBzv9*LR8lP+v4&bFq{P1Xx5ELi+8M^T|(V?tT(?H7S
ze*B|G4x(8?cO7cI#Cs7!`>uFCFC=Tda+@KcGIhOOZzm-1M0F^Rr|V&J{x7)b{N|fs
z@+126T8)wgYLs20(x4@~C~-G^Zsn$nO$nZ}K)Y2HmERYmYhmB3>po<=JXYKNTf5b2
z%vh_!#W<w#(IME#Uf5-~Jxp^OSydsudaVdF+|eT7pyS>h5<+Er*zQb%Ii+8T5qp<%
z(GI!F@e`<Y82-B7u-}}Ny6CrEGUL1~75gJ_@CBET^UK2FRrC1zRT4OnlU1<CK9_!E
z!fJG7#1kgX-$re|Tga;0Vdu#dj?KbULe0nywoF20S0$O61TqfM(a5i1$hLMj4;L?M
zZ;u6RArM-~-kG@9A!U1UEWN<pSH!3vZ=m0XRM4a|=)+l%)YSFf#p_afyQIwF<3E|F
z6ofTq70`J3SpS|+EgvisAi|(AJ~Pz2;PR?R;?5o}+k&9H+3I1cu(ZM7(+N?2+xgb}
z$Zy=;->Y7*WqTlayv@LPqQ?%VB7|UyuxOKMK!)Q{sj&vi(R;kA-{1d!DGZmWGMV$-
zLjB}?E%DjQhBIhX7;v$6sZqrY_-)(EI>SuY_C>}~vG{?2))1_{-I3Au8tr0`&GYkJ
zd~y7KYu30)gQF+cELRp8?L>vN1d$2W#+43-zq?vksDwXO{E77mS5(_Ba0)~A-1UF0
zG#Qt&-4%Tk<BVGgB{sm*m>eV!Q9wmL5Wvb)ZgBswZ;+ja%)C!cF{_e}EQtY=b~(Cp
zI>}kRt(GzZ2l<T`S+$ti3328Trm#HVlKDPowBA^0I54TVLujWk<^ml!)B=t-bx<vP
zpASBY!`|s76(Qa)5k~px11ntVW~&<&T0`^jwS<}Oq*IG%AOZectf~l$P(8aC-N!$F
z{)~(x2K*whqB0<D?xI-WkkxySHTURI6bl6gzhk2DN%LLqSfJdg7P(V;Nt&v?^{v@d
zt<Mup|DL@TN{ig~%^xGZe&g{2Lw}^0vum6<7>{B^D>q=yFqsO?kIdyNW;;9mO&QEu
zgaAGS%@Fq>Wt%jYI<kK53+?}Mde-zx8uU4{4eEkp^NhE7Tn#Q^JE>(7`l}tx5|GTo
zBsLU}UH%s;S~+eHAw;9U4r~%tTh3`v_Bl)V968iH{Ta;%a>wD0x?4j0X09nXvdc)~
zG1i_31VeO>2?eoJWj+yQ3P`yPxiC|R?UA_*Jw^Xhgf#l&<wY4<Ah>AUA0D&#C`*fw
z-&tFbz1od@Xis2A+zQAW9=TTeCR^FfXH>pg3F<fP`D=eAjL-hzIPS-ZRCWg0=AWvW
zKFnF+1g3MDB%9WB>)#01O$zPC8)khsinYrFV^gd$9T@Dp76jQeTW!S2BK|n10NR!<
zHKyu~?8gfSkcJ4%3dFkZds&%6qh7{rNq!wsbOu%V=&i#swoYX*3nfD9F4LNjztU^1
zwRc?t8qi&wvSM`DI${3>T3Tw>u&AYGRV*q9++n*ipn!EmwzIHNsx|h6$@6hq=X6p@
z>(lr)wigF=k+P4|cnYg8g{!T=WCivHdrNn>XOHli-|Joc3q1`>--kCO4Uo^6fz{mG
zmWOW}B7OK{)3KXxP=r@DZe7IPf~km-{uXb3XX_3{smAelF^G@T1$(zczklr)k>x*P
zvK|faTMsaaSVdyTkE+Av#xO0X*=u{&?g%;+UK;(B-yc7I-n5ArB~s`&4UPF_i^w20
zq7yu{ZCDRCj$n)QY9fpLy;4=L-KD&JyYr5IN_fQIk84Sj_}RHALz{<8&M(`P6ZsG%
zIjD@zoAz$?5Qfu9g69AlG&|8FFS)AuF`GeK6X+y3>0YZBg$$nb>^-s+h7jb;1=c%B
zs}bk77PaYr01z${vn@b^CB$(^o@rzGH0QfH*(OIKl>HSbSlu>WQ>5uV#cZ`R68l-e
z6_7y>$SC;TxXPX<FTl&g)_=*QE|OR2+oyr!#y&J}XJd9_;$~C1I}NG*YR5;KpO(H0
zT_=IR^DhceF#Y4b+5XAS%m-;-uXP{9m0?9}ghtV11H$O(2~XC{mHvHGuv+ld564Ux
zwYvXS)Wg~Gfae5`%OC8Ps{t@j)Y2opqA;u2apCdTLak6WI9O_<?k=b{-=};35OR6J
z#WGl#21A|rX4cKv8bd&oDeVTKG1KaOgMr=dH|Uw?e|Hjs$fYpVJx+*>ZyHsi$ACH<
z;*CYEDE@u(2>BG+2>*3h4kxyj<y50L4ZD1<J)5FsPr{-Ar4dC@g&mv%gp#Jf%ZIkD
zw_5!P5HV!`+95{h{;RcIa<<(sj8f%QB8CYI?r68I8lwVA-(205S1ld{2s(8N6W2SR
zY!_xK?96FKMr-TVC=Chq)Q_RbEaoG#-qG9+j2i$tQ=v>p93u&!AHGC_ihv^L;t+Ci
zK_JG7j1)ZN)Cp|RCFZsM4Xc%_DYI5<t?A|rL(rk)gjUcf6L9m#eI}iP>p9l1WeLTQ
z8CD0TDOc(=Bmz@9?f9XyC^YCTC2M($SdkfG8b$3MCOOEH<Do3Er=0SmbkVja(GapU
ziWz^n{iCWtgK^3{3GyPPA|uk35tz1L<FlkcSXO@5sNGWASX+RFICWJ?fm|^2wAFsh
z2+Ysg8Y_a#q(_1p%h3H~$+H=MMqO-ycF87Z?wgT4K%IxDh~WtRkdkt3R1sF`V8RK{
z044Q!cjZ&)JHB3cQBOl*CQJ>=R^Bu$>5%S!Lt&M!G}RBzMgAiZbUcG6`&a&=;hd}2
z_C<5L@__D>B>GhYUk1{j%B51X{F$`xfLZ<Q4pr;(r{Q#W3SvLT|NMkf<im(+p=OmX
zBm$QG(f9I=4pnrT&15nKK&Exp&#V{{I`u>vG0HorPeMrqDG`qcy93!xwgdLXa_KxX
zBVBEX_zkk?Yj5VXy<Sp@wJJ{E^h?x=fKrf7%vCj{jJRnJOn+!t@kc~rn93<%va5v4
zJk}uc;S1$8Vso5jhr{8XsjyrQd2LZ}i_Celcm}ek_3>o+>IQy`LBk-n4jO9?MV*U8
zUzO-_2={IlSC|THnbWkQ16Y4>F-0!PBsGfJvx%x{IW^yb&(zvx6N=o^k(rJ%F6h4$
z;B4;wNq9R9@^PgXU2|shES_GRJB&k=W@`GZg<wX4Mt+SgN3UDP^7+6qXDOA7%=4FA
zPvY1*NV}uR6Q3}X;FxzvGlsi~St%aZ|4CW$Gp#<apMN>6rB^rQC8DCqyHJb4^E~`a
zQo?HSFoHG6#~8o&lT+L>jDS-5o)UzEsIEhBTfGlmBrzTDfAJ{Z<(>7)cOr0+2TD|O
zQRXfhyzM86gMoNLe#GFJ;?zr9ytS8Cjv~euop;xYyJ!1Y!?oKW9l2ufvMB{h@mnYw
zCmwr`blvaDHEQxZ0aX4;e0(3@d)e%uA_U12sJ^U1vT5vQOZ6{iUKhUjqQlm-tXzY#
zUCZQ|W*CAB{IVCE!QuPq^d{9o+6Y{_XWqaRqM4@eSuRavW1L{uq(*2*sHv*}c5c~u
zPJjl451Ru&#9!H@Wma_Noa!VPbW$icKVE(Eo)}GsY?4BpjxyZC1$l1*ni}F#ZK)bH
zNqZj=(Av2}Xtmg!OI@p|SH<sbKvz(cJC??ftthruYu{4x4NixaJi;z|L-)M%{e+-3
zdl=;&4KYr+Awm0a8iHTzHXENRd%vm=JwGU?V3WnlXz?DZm!l7^X|kk^0TQe_tW!rB
z-+TU@NCTA~gOA(539OZG*ru94vrqs0t=DLb2|Ik2u+l*^s6ikC_UGQ4ODti1-fmIC
zbJ)M;zRCZ?Q8GdP*#>8GrC|2P8~8;wgK(rRAk^Q~Fn>_-wpp$;3~Hv#(_TBNAA1uT
z`BU)5N-YZ4Qbq?5R#Y}I2pWl%Q50h-z$^%dgv%n<dW#dD68o+gsp5%%!h3XtoO2Q`
z$SJz0tO+MCHJ6d`Yr-7SL%#*{>O3|g4qrX^3GNQqnm<qnSfaVKK?+40Qt=Oe|HEK&
zEXt`Fohp!3A8W_~l9=$tY#~~+?ELFjZkO(;qLC?LCSv!c8z(|8rm0`~KVFsGOX%wV
z(Z_m!5=?3S7z0`I4VaE64qm8BEjcV#5?fS3okkHm+Ze@}XIBx6(WGDVc5*y<%W36*
zuIk|wGiBdO)>iZVq2F=0R|ARrzsb8h<s<HZmth-Q=<FGX5b2L=Z4rFhAsTbk?jkzx
zEFxO}nmK2gEdI0E#)3o{&kDI&)LC!Jx;Syg$c!Utk-2Y@n;rLkVyEHO4eIa5hY&>R
zxg*Whjrp)m)JW#9g+8>@Fup+W7P;DGQVSn_ziLt}2I}&Z?9Q4`S;rErCKYDCECzE6
z?Id|=0;W;TR5|r%)94heUuRoc>qCV7a+SDe+WLw@tJ65~N%K?=Ig~iFFgBcSviy;1
z^<sA~Iy;o^3@d994N|=B8x9V>np>&_xl!71Kxp&J6mHMgaC+iZA96c(zBDxN=;WfN
z_8OF<si40WYggE*<~zlIIlJ=ZTbR-VUQVg|axtRvNxP9FcBjx7#UQhFVTAoS0x+*g
zp+y$?k98J1Mq@AeBI@#ak^OqgV&7ib#^4lZ_uL<-G$TF2-foa>Uujzmvw{3}ra`)2
zbCVxNL$7zTs@*pYZSJ+@&wd@iX}0_ED?Bz4Q5dqw_V%+-FDEa7H<B+@$-#{_gII<q
zqqzBwo$XN2qI&PpLb7B{y3#h~Ak)I_MEh6M!N~!24qNl*hc=WLp0`X|B*1yrj)hH)
zY&z}Pww$Z=FRHoj&Pv+J$xLOVA=LezK{F<c5$CZWtbmcEq`V4G&$a2wEF~ISaa4A}
z-=n4LxLWSv@LnT&+Cvd9DrP;WM&$Xs73~8+b=r7+*q3e@Bs&rc`5R?c*w(D$u@5K$
zU-t>smd`homy`K!z&j{E!>Z8ut+zk?zYIh@Ff{wsY47oH68>lhL9ysBN;F5@Ui^{Q
z)FoV#RbIhfV#)bewQDG^7PxZ6$fU0TG%8gTF|frQk_^56Vg8|b{`t?>k~D;?n#+}{
z9#L894SX2%pqVL3EnT)Ypr2^-`+keM`nPLVxs*rxDk?h(o%so@r}5h7D3pd+hz5U8
za>|K95!v+(8Jg-X1gq94IUeI?v(5A23~HtbnRF1Ud#RNR%_O62f95<=fE%}k@i|X9
z^1a%vt@=z}{I@&A)8_B^w>K+9dU@KD^;DtPYJmB!<;u|X3t;T*`R8Q32>e9B4|qI-
z{`nD?Zi-7@0N&33ZBBen2>3Z!TL3fJ;QsBzBp*=h5O~lDV)+&k8^WHn1b7C2``*3U
z{^#ku03LW+67`k;89Chn|JqSQaP^yi#R7nbl%*&99|1e*x-{UMyI5$Ml>>^Y|8o%b
z>~o~*0zS|~M!<!4y=UqA0Vu}F0z9mrB|rTN)bk<%aF+(1mDT6~#oi?X4~JLkT>3yg
z|G#U_3<hIKiJ1bDWru}@`JsOW-`z?t1$bl6mazXb(%!NTf6_>~b6yU9!V>uUM%NQa
zK>SazjrTS!whU-#tkMTok8!;x)HF1c-wfsfNV4f{u|en4l=6SZ+HNA8x3ZfVa-*?R
zWtNIot@pTA8sS<$$$?JRttDXc->FF9dG^*&z<{E3PGM~H-^Y{3Dec}`qIbxt*sYn1
zrC|b)SkdPP0Fo9Ux$?nx@uIfn##P6(ELGsY+Ifs>@DTD71=E#nW;!{grl!^cNQcy%
z3kQzdeBA+1^<f)vA>DOk#KBvPPX8km;J-3y@~iGHLjqOECwQ#F%GgrvDA@_0s<i8S
zu6F<=#HsqmOHH^B$fp7AXXQH&sp-E>Kv`BY$6=_JslgAU5kRR}QoA^7C_s}yg2;%C
z0E|*slO?8Q##P+5vRT^yd5s|i60gBU2?B<tjQ~;8s2^WKcVCr`Y##be9p128<2+V0
z031mc`m+rFvlsjSV-K*fm`?y-Am+I!nCeB57GWZVft?G=f>!d!a9QKw11jcb-hprb
z^|?CEVK~ysg`a=WvHF7up~}7^itS+B<-aD`#wsmhASB3GV~@Rw*hJ`IH$)R^R5Slo
zj|1k=DOm~#sWS_{U;OuZ2>yYxkP-_(7UKzT9CXq31n$GhQwVI_B;ekJJh9!!rfrs&
z_yTm4ODMrQJ!mX^Vq&6s&;?8X`k;%&UxSWTvY-4F<s!D_1J_D+-64W?7SMgGmoKRg
zARVt7N@`|%(_;fQGCCOkGV2W`78raXaH$|z=K_so3m((~pLg{60WhrACn87)i}Nrv
zSI-^M)S-TAtbnSS&iFh4SQLo(?HNc*re&%wUZEOxDv9DGUw4>2R79G5U@zz5NCHd(
zwaOj95J8Gi10wj5VnP*E2FLq|+I4B=xl)30MQp$xvi$4y)^kh#(|1+xJZ=<&ObUVa
zgeWZ@L0q*|J4%bo-<3C$0$rCRfCJda@aFXK9;kFYMg8)-{%HYB`Fo*45lAOKFqPIE
zA|1ZW+-6NuO}M@N&u9Ki*{W{^MrP3*AUo(HOkHIZZrAs>Ag#FT+4f7|vyx30z%x$k
zi+A5goKXKWpmVa8e?EX@P=<#^4kdX2Sg=H{2L)I;^%40rihLRykpV^qDc&5vAX%=8
zRJ@)IP-SH!aLI(`kYQdD12xgbQ34$1EcgHW^Zz)^|ND^t_YCa+uYVrmx!Rt0z0Pw-
zyCve&({guv6&o9i7_>wnWO>l~?ZW+$k&$_Ur!!9&@1lt5#Q@hRwSYmyuLWrkW6WTl
z;u5(7_|Ue#!O_?_(-Z|Dfi8r=klp+2xYZFy+kg_WY=#ENN^~_zyZUX7er6;3;^d@B
zN$>R*Z^)t>sjUw7;9bUU4e8(G0#h8U>y86imlvShlO>cJV^?lb7^i(3m6g@gQ~|^K
ziPW^TQsXMMb&WShFJEpfI*;bOJ~A{g@H?^v25{@#N}3Y2TY}SAv0<5yI}bB(yP_!(
z{hz(EmRmUnY9yaxA@t|vtaI7I+=cwz^-*}tds948rt|cc>y71b(4zOyL*GRJ^^&?x
zUIeHoQkmrt#p@LikO>Y49Us9a{*ohvV{owx>@Vo<eC`D(Ej$6<v4P9%^@wV>%hNv#
z4YmG!CYO_@?r$~_CliL~^r|6+tLx)0icJ7KZsE7Z)oko0+q{JY`|;YY{QG4<UjGN+
zx$4aud~k7bn?J{-JoG;$Hij$J$nVvmgEo0vfOP{avx93`W<5zI=<aH%)@8=4_dTDR
ztnxSpxx73Hu)2v6jkVg@Qh+L|#a{#oG_~H}-_!FTG3b~>dPtzGan+t6F9@Jv=e<q=
zh6LdMqUZ2Q7}hsskB3!wv@%!^&%w%3=@x$9{6)4p6BvQ4_j3bxfI&D8N=_>O`p<G&
z&)f<PYP->Kgk4(2<1*X5+0%W=z2ye}G~7KVAocey;IK|m>PU9hdcz^N`wt!cyZI%@
zEB4%R)?d%O8Sq2`{Yu;X#{EFs9ax0P27$+P^0?<6DbEzPXzC^mOi94d>E0x%gHA?w
z-D*>8vFQed^X2<z&wn0EPMO&dagKa{Sxm4oESxK?;1D1)Kl+#<t?wrW*bTDMFM<Ej
zx*BW-X!uN;y@6mfiFDm{&sj${&n`WOc$tTuUa}JF7#djh221t;Zk+H1Dg^8PAJVf<
z*P59k0FZM0w6}|)dy357?Vz=MEgtc#)@@-{2p^}>b${$jVm5yDZve^HG{qG;0Xk1R
zbgv2cGHU>e#jeH@u(1Fg84XY|Pln6Sd%@}R{QmNt5qgUIk68v?e6IWOWjtG`R6Hs+
z_<D_{Ar(k(^RhvR2MQ8rT_t*ponoLaeZR@$u!koR{BU+ML#i!>8~pJflp3H|fLDi|
zpVv^$g9NhAl^+1m;_=p(yjWVmsu7BG?fL5c=kMZ3sSs2a>S9~81Z+0y!{roe>W`OU
z`kwmQXBBLLZMd}X1ofWZu=;E)@*mq$$SDlqi#rW720`QL;&rVI-FKTE{$?T*h%Ez8
zCPMMSf7oeqPE(=TDQpNj23x-ae8uxe<?wH%qvXJaHN7!-UclDVpei~~V_&bYdaw#f
z^4xz2IPA<$6r7+gk2h>YU8W(H{BQfwMYfAid}UZYG#NmQnHA0nbfU`947ZRMVEaa&
z%}j^GN3U5JbCoRTbPf@9fKAqaw>o`}rr8bH%^S*Kzk=X&uyP$i(;7i7p3Mj(d3>_M
znlEi_$m@(K+xI-2phQ5c?yUMTI8kPm;CRS?zbXAAe)v=3Kxk`NDFXHE;mP<f@83~W
z#BzSCF+65u=UIsilKlO<03}FSwgT{wB4=tMph5}jKZAds5x<Ev4?7Ke`5j1l`ij#6
zF*aKGRxbA9v7vqn4Ya?hnG0=>?L)+>A0Ii8zK#oe0mqTpYq<;Z{mH&V5x+-&e9_zA
zqwmP%-7jikK2G#@pZ?%p^dLno#M9&EWGe1}mc~jUj{S?QmJBG7MKKq@$LAs8<*{$e
zl{r5t6;#XNfc5j=ANs!|3C*Xu;vuhlkA@WYiM|1l6Id-ind6C==}JL5zmV<VErb|U
zX5MgG7JO4o7UMuIj=RHe;o))!(3wrZu<n17*>x{rTpo*D@M5~crla@(Sjl2z12nA$
zM^e3k8#)}?S2lqose`@UIS;`L3<Pw9SwX*`)))gkJOQ2b4j4~QRjwO=fvu0QZ>ND0
zf4fYBy3R@{y!2QW2|6Hh?+N$=cmZ)iN0rBaM$om_At_-HToC%_&DGhnH}X=v!{-xa
zL0q;)XL*QC`r0+r7x7itkA{N33qEtZK;)=#QqGl$^psGppao5Mb}@I&Tk{{|fQ|;0
z!@tQ1OdwX0SNqWF)LyzdDquV=JZlT0)R6aReYlzeAgM-lMKUu6icAmQdxKW}+6JXt
zoI(B^wO&JMqg)lLkeX?Ngw5o4^p~?uakOSK6L3Vvfx1V9Q`rOXW|PjGZBZ2qd>O0l
z9$jpccUBnE7x36yA*@un<(ldb))E!>xDah<VDWm$|H$Lw-#^(av+cfSbA)72T=#JB
zTnf8RaEJ5qq$&`PtwK4t7nGKP5d4H0m5rk8L(4Eoy3SHDw+7y}k(m&+YGWW{4b4m2
zAry`2&krDBq8%(dajH(gHefgeDjkak4hU{yP$9?1$=TZt*?m9^nc;WPN$fO5{rTW+
zD`Sls1qMVa#GWnFF2=q1sLV-%4H~~rO#SaDU+>D9ppx&XUj*&n9afK{5yI&aUp@@#
zra+;)<8>naKgQv`r*lQ=K<@+4(w9f^5Vr*Ax=dzW6=8vhj21VjuoiQ1PqbE6#_;w2
z;=&xxnbyN2h<SK=v_OdT2XC<2r=R*e)bf4eF!(tj!tlPLJ<HYKEE0_Lba!aySJ*q3
ztEX>t;^r`u{pbdJznr#?fuNR||31*V1h|ewM?)NN5l(l+R*+tu@1cM!G`|1b@mD9W
z5&48kKKUjvbgNib0mVJpd5-s>EUI(0L^u<Ay@F)14)e|q&mF2-XU2-5nGgqYu#Noz
z4ka|!bx4h6*g9d6wc)bSC=5==)wa7z`3x$W_I-?oomf&kOM;N@t2H6Hc+7d9=rVOR
zXDkxX5Sf^{xc}OqVe^mx7m>A9jIVMbl6ee$2!X3B5{>N5Br@#C93y140AV1xH8}KX
zrswIKBr-|vBxF}SJx9N1z#t}|#yR~l<vjZGH!R<NnbPV)g8&r%y!GdYIGErT0W_YS
zTyw&S=wfc^cC$G(;2@J!=MC+W$VWxRYYcj^KV}t{77*+HBp%xTgM<T{R*C6;gotMW
zyzbMdbqB?(OaTvb3}lB>%VNBHDyheAe{A((iUhdxm?sBH|0D+pI@r?7C+>re^p=Nq
z4Hn0MtBL$8Bpu$N(cS3z+A@4q{uPcqKx(bbg%)0!5a%Ew^WYE<M6Gif>`nVu@Kgm%
z>^gVa?H!V2i|aw-6$B?eM9u9~B?+;DW)X7!@|;6vzv2kf9#rTn>OrA^?O{bT@neq^
zPXN0T%cktd9_xhrf(LsI`(Aun)Idut7UM*kr+2MKW#+<dGis8)fZ^xmXi_x7h#*EM
z^=bFx0|*&g;#8RoXX8p$<O+;C(2VXP2l2ZFHASbuQ-o(mv+(^NTD~+w^C}l&ea^u3
zRZb7ukL+}1-U<d{80@@mDDlSargV#E-`$2tFdy+1@YWw2d-Lpm=CiWQp{cUO%P>4`
zpjzko;5b;Ad&Q<L5Y&^i@cuH74@DW?s81C5EyI}dFeMZ;Jht{FSR!?X<)0296n<zd
zM91Kv79H5WoBR0rS2~+Qk$B@?4!0J-EjiysyqoO!h8=`7I-Pg<^g`8FgA{~Ld8|TV
z?f+$z{RqM$s22p7wtcx*9-=sCM-5nWk^0d1n@rU)Y>eW~*0U9jj96gWIqolFemxFE
z0J$-68QPF1Xf&OMM-Pp?id+~syhD=}#KEZs_buQ2U$cr%0B5gZ70X_t>jep;jWWz!
zr5k2mG<wMWfa5n1OKk~7Oazp|8)G8$4(->pl;IiGa{+u2V(92mMox$t*#2{>hq-37
zLjQ5`RCd;ZORLLU_upA5fJa$8equaOU5mjoKOVdgfr04kqaKBAT5Sxf)8m!;t--+X
z{dwNKUW;c}wuca-l{UL?GRp^XK77QW7h>CykxyN~HW@h1bEOS?v4oL&5K4gvO4tom
z%HxrBa^H{R2MYCNpg7>Vb{+5!GB+R{*2=VX6EtAb*uflpIWz@BH@ppZh)IoV4i<dX
zdUg3JMd$E4zLo`CmQ4(_R`vR5KpMcwaGuwB6M;A9dh4^3tjqwQdhsRCvf!kr6+WwS
zwFp%X4hcK?N+`#0t5O?c&Y7O85!$b!^OaZB)HVrr!X)|=ot}pSR;!>jkeTa?4{4`T
z@)*Mbi5H{3a<1R^`2E56l13Q#v2;jE6ae;b5dJL4!g&)D?E_?qu;4AGzLNScp2-;O
zc)WbYNn}MLZlk1hV>Q2`X+}?Yeb#cfP!e{s|6|`<lhy4LJPx34gZ&5x=2tghwSX^j
z$;q(|O{F{!o;<p|Jy>lp&^6^Ka<}{ejFa8S0GA8S(Zlj=S=X$n<&|Zh2o0c_nUB1W
zBEwRs*e~DuAtF3nd!wJ3iQ<6nV~;ghFXYVC1F^VR<0`P`+85(mb}askwzs#<B7^Rr
z-bp2dt)tw=zQHpL->Fj-G|1XUY&Vwx&0rv)W-OVOk}7?y4la@_f)j)+n?o3fEx!)q
zq<6pm!I^amsM8x#4=oCF8W8Og)**Uf4S$iy`;ddC2mw}+x;fr#w?ELGxy6u_BuMc{
z6Z$2Q`fS89EJrQkMeNrP*YV4vG|pn{X-MB0J6iUXd&!Pr{@qnnK@ui;P~s3l5oIi&
z&s+n#vm|XFY{61PO5GVYY<avXLQqf&OLeI3Xu#XZ0fT!2q?zbl0BTZu{wp)Hjl77k
zCa0VzGRYF&0a>RFeKJ1^WFs<q<FQQw_pIRs+ZV;K5;ni8nTu(2YD2F&eTpqEt$!N7
zL-2Op+2+9Dy(zdzC@kWlHwVzdxiOAFjMrQ&$=oUD#ZUUt`U6%5Kja?4eN@WPc|fj!
za04j?57Bt859FY1hUAD7RC|go?|@A!d*D)N&6Nw8yY1!iRx&P)S%gD%;LDixsCUbg
z)K>46LV#_ohDfd5MN*j-hm~U%ycnEO0p9eZ&CHqRGQ+|io#utegh!Rr;IXFseSQxl
zuEg<)-y2`+K^;oTZ6I43gf^G`4Ks9^BoJrOj@Idy-$T&glYf<>R@l1$b`Y?pkCyjm
zt_0bR&N@voka)u2s<pzZa8$)74orCo?FnF_FOto-bHNRW)Z6uVOYtnSjj1@fNpuV+
z8Q+W~r}mp+nMDzqwR?SFFD+Z@mx!MI4Os32`#hD~7(V3}MdhHQ=Y<7iCcQT{e|0hU
z7rC+g8X|ecKx6WlMxwXUx!D<CRFv(zl$9TSxw`Zsx`NoPx~wTb%2EnI>2y1q^s|}Z
zh-nk#2w{&qqR*}DsEcLK)kTxv*OUUi;*JC3%9m7NiTF(IC&nVVv`9`u1&!~*75$^E
zaL?$es?#PUHE`Nq?c@Yc5oZ1?^Grh!bX2qWdQ97%({7H!kev~Hni~2Hua6S*icExI
zJ=2NG+EhX32}%Ns)oeq9QXjp&BR^*scX$YS_MwSEhz*|M9y-<7gTrFU+egTGk5g;9
z9@rjaP{DMyI4iU~aJuBbJbPR|%Ir-<5=P@RB*C7B{9x|*#Ok|yZ}W*F+L}1wF3PHe
zE3nx=dvQo%PMU6U^$0y&fCOqozac*xz0|C$Uc>C4G@#`|$;C3E#JI*3n|hve6q<5A
zV5#Si<il{t6e@Wr>|)uZO3U>_-zaOfeR_jGKn)th*^I<hjnIqXI4ZAopsaoy?w+J{
zA00I7;Q-4;=>35C2UMwMh@5^xOW2lX1p^@gqmwuxH2!JlrSCzHl?1;8OHp@+!&IC_
zDV$EjNYLrE<{Yl$dBn6fD@a9B%d~FPFS-9P{>+tRx=gmPz8pl*Cj?5|&VQ%pl)*h8
z%4y!oRIB^@9{+?<&t$3!xJWuOPdrQ9RL*23fD*8>d4?JV9&KCRncz%O-<!-<(9-m5
zAzu+u;>Z@MRviM2J4}tHLE<^Iq8h9b01%PwR;h}h1V-%+h|Z@Gr;kSq=Nbz?esPhz
z&cUl24FPdbX`;AC>O5@(bM`cHALKqa-1O5aBqX9xYn-<GDi7X7sG&XCI*gJ>7@pTw
zXgS1LnbjrR;CT1_ZmOv&-D`4_Ljs3OKnYJXlqzrp#CYKA)hC-U`$7zX*EY&deVW+2
z8=W6&XW_9q6nuNMQ_^0b^>ZE&C!h1*V|6!Fr_a~r%k;zyxa1blAu=-EYJI=X%3Fq9
zu57ZAykHBzQlEQ0RcdZ-9@#H5hd-3~I|)giZAZ?&Cm^=guqq{63*FH~MLUQl3h4Pl
z<G(#=&ulvx@y!*mHGQ1nD@gH2)-C<B<WpTez&~0RGpskV5`Ok9z8_7D?odiimBIcy
ze+YTX{A2Z$75hot&0dWr2Ewu(@`ZGgnzuq<=p`@YRZKE6@*9chyg|m#Wmq$xi`?3P
z{UD}u1+~5!bJ))+(F)=Ok{C^Ayoj)0?R^GxhM)_o)aqM3>)}QH8f;OF>Ck*7W`x$5
zr6?2{id9?yU!M*W7a|3Y2<<A;-Xz+~;b+Od8BUB83CNK@Mvphco-w%2(>PNA1#DZN
z3R<Xe+wQt#B}uJ+Twc+?V$U3f-$qst<eyu8UM;PIXM{3Jk=2G{zMn|xVj#0N<r@jA
z&nyb1k2V+I4P@pVL88RQ#cA=A2dP2gQli4Il)>H^4~DvbqmLl&$mlFOGrs%mIm!zL
zN_<!x&C8>8vAF$=B7JE?pCO!iz>X!j6L>&hP^8Sw018j_P!IXgXu$-GrCcA_#5%_b
zib&*BARV@tZ9DqCIKVfE<{<Z;dm5TS;|Ez6N%0aF)$DrF0Sb?G$t}pn*<gv4)EhZS
zV7acresJ|XrJE3>@*0aXUZ1A5j)D!5;g}+GZtm5?)qV$hAvsvgZp(!#d=T|ZniaIH
z`*xp2EhdC<_cPF<cUE1L+O0?)>T+^8ow??;$5+x4v@>)_78D*Oy?IY+E~I49)v)NP
zZ7=%0cL%j$G#EC*iw<z72HsKj>N`ll?$D?FAl8(lP}cGYIA3Y4G=4`};HNeLK-6N5
z2RAU4>0BQ2;l<G80BgGb>&ZvM90qvqDB6A(ov0O9nDxxLj?paw5ia>`(U)D1pbF3>
z(|;RlPPhaVkXy7Og0HRV3UTbXLy;Boh?myZephcJ#W!F%E0M_nQOvk4NeJx^V7FLu
z%R7AV=>f~`m40*z&=M9Yau)Cuc^N%27KMTAQyCc7Eli~{+ek`zz+h{;`L-iuq#PKC
zFYNW31I~oqK6yg*K_L9|kxe@#$Q*zHr#lu)roI<}R6imXb9)c90I%gZ>!hwy`JYZe
zLQc%cTP}gF#Fyy9;nnla2q3qlBxMP}v<a$i_%KCzLdqSdaZ0JM{vu7w(vb(L>>f|l
zg4v&2XT13z_TD?HsqSqXjEbTtBJkj&QlbK)6zL!}DoQ9K4_%~0q$7xel+a>%q$-gv
zAVlds(xe!OH0gvMK#H_b0t6BQDI}TW@BQYRS?ilM>z(;){+P2?Se%lRv(Mi9-q(Fy
z_rAAC#i=~o>PK(YPei&k`{w+1nuWp4xKE2reDkr}yK$!Zb-^<aRQy?`XIF#I9U}ru
zu=>&uN!_JsRc1d0nB#e^t@0_Ikp_SFoiVptuN)e;2&a<bf3*E|k`h<PXN(6T#qYfL
zgrAe-a=>eIFjubTtnLx!+lBIgRZjoa+gTUbtt#pg(O-1B7d>nG3sAd=<+ryLj-9v6
zdfB|!B=L{HNtZDE^I%CQZZ0&5%hWfVtRT_X3|de;Ln_wT?LjT4*J$^-Wi`Lv$@`+L
z@TynZjRO7a@rHMEx)Wg|#pz)W<=zKgd8K*7*<N6^IKSRiQ!YmI4`3ce>+{$8PWQG?
zt8nop_1joJoR8C{JKdf$x%UI$QqnIe&XJGYUvTimb|jyF6?IFm{s#HQO!)rHQ1+&W
z_Nkx~odzzzYzy`!m*WH{M;8^RI&oU_M9{ycc^`Ox(DiCR2bv{ly!+WUZCrn>We<}%
z%LlwziaGagElIL6+)71^Fy{6~`ftr6_nUSU!l58VG)Vu{4%*k<)n7@DPub<SF%SE8
z;&xQnnYTU3?|(RsaN*SE58qB*Tb|$Mt<-=IPp@CzR;W9P2;f=KBLM5z_O@BSQ#f%f
z?;^p7SkR;`QgAOJ3T>XM{m#HK<s&k*rc?i!!&mITamU2Pb={v5Y5(%;xAhD5wK>|=
z*=6`<oWA@I((Y|0!1H0gJw{#gk}7%gY+g`%L&j+;>GA%ohxWbFoptZwyqKa2fXd5!
z7A&BDyAJu-uyEPQ%c&}*Skfu$%rm-J&Z#qlS`$gyBi0H%f*~j8@gHf&ZSMmqPeQYz
zZybsQl6ndH#Pk7)=8L8W4PJI!(a`SGx;l6>Lfcy}uryOniO+dJ==sDdf9lHjX`#Nh
z8*LY>&-~aQ`z^ui(tr4n&S6ae3>`Th8hb)qh~x~cZ0S%Y(9w4MXQSVIkPV-<$gGId
z_u&qO)EDQ(3NHU8cKpN4zdMmUxs8;o0{-vP<3YFy53+d7cE%4sf#xCr6DfsSJ$4jP
ziwejTd=+*6m4Mx6fNy`dKa+!51I|_feOrIGSXO%W+l2D#V{OE?<eT0iEe<c&{A?8X
zEDrBEz2mfMKbeDNUKEhEBUdUX3;j}0;N{EJ-Lb7x&EV4a4eEG29Q@H#?AygOr}d1e
z%CxHIVsm#6S#E#%Q_%vOCl{qZd2+TPyP7xBrD@L=9XkS@?`<tkv`JegyNuT=;`_i`
z`V+6t^E$0K6{UDZ)qCfu?q7bHlFAyzgo<!mzB<}AE39$rlwBRqtVP|`pVs;L`A;J)
zJ+luzPW--~=$11gN)Wt!(`8%7rC8VTEheaMoPSbWf>s1>&Uby0c;3z?_s!esUvRPM
znX~4%THv%-m&!xsJ%3`J&L67#W&E3T_VrkoqfzF|@4tQa1BWsE<D9d4*O8wxU+u*{
z=0C^r*^_!)bn;Sl<1|LRU3B@w*z&zdC4(1Z-e#|L?$`wqTfbf;MEl&I<4S*S9B6#e
z$N8t<$$69ZvExx&L9t43t!W^h<70x-&+m)Pf9<+W{Wfm);qy;a^nCcYD(v=Yi{JwI
zKfQ-~*iO<XC`)?3F*mMue^hzSoJVe+JOP!B982dByaGwGwSHLCr&TBP&+&!HP;sgD
zpx89azm^3&Un<xG2{7bm=4Wr)zes4=S9nO<4Y~Q|G!HT|_%F}mn{9WmSUvombWO?e
z$IO+%v!`dIW$%VAUs5I=?{(ie+3KW^l(F9&Pgxroi0dP6q~4r5`tSVL`U~^_T)Zf@
z_91K`M@sCCX3k&waV>GGVdp14y~rP{0i@7BBEAZjf?4CS51?_XW2|-VZ2q5vFE9VT
z{G;cJd`qPEVrs7Ee^kf6UU>jP6VNsjlKFph>+3+E#Nuu9UbFw~T>ye3hMtXl|4(Y{
z=#xM|ME!?RzyI2c1cD$`rgyLZ=Qay}GAdt}s1^CoUJj7CSA<u+$@o9Yc|DNwI{u`g
z9P~eX|NqbZfBj{C;N{~$vj0hS`d^dS|H)1NpB(lo3MvZ!dk%X=rT;aFy`u7eC71ti
zWwBTLKV`93QT^{`vH!ozTYpE-@{X&suZ!zNU0ojk7k;izK0KTW&KBtOEf?R%t{@i>
zupQ$30_lMc|Ih8nk;6y0j&X4vIl{$#^cdH%6UR@SIC1>=ah{W>Px0{Z@*F>Y>dYzL
z(|mkq_)eVS7vSd;0RHFubCW|yfbRg`;^N}w<2lX)9Q}W|aejdKj~{A1{Q1Zse$Zk5
zLr3@zaoRy(;2Dn|`p@>~dH-yOfJZ!fjQjWro|C`@wP!$wf!{vNb>!$#E-v6~IB*`s
z#eY=blH#pnf@V(Km!JQo^eW-Yaq-)gEkfo)+Y-u;{a&BoIs5my^T1NKQdh4@tEj4}
z-_X$1yK`3`YG7z&VQFP;^T76@vx}>nyN9Qj|BHaYpkR2&n}6R%Mn%WOCMG4Pq^5mL
z&&bKm%P%M_DlVz2uBrW2SKrXs+ScCjv$LzaXLw|EY#cu^IW@nqxU@`ISzTM-Ayam#
zd;2sx<4?H`fsXuFv4Fq-m*oOp!lA=JO#l@El<Uyppg#rY=Q?^x@tD9ZGj6Bnf|r$E
z9slcg!k5aH6XMF|+d_~1hIr0OsLV_5{3+UhO7`C?*z5mSCHtQR`#;Jx1v+))5KwtX
z_(2fR;t<>D;C6A>gZtEEP(9M%<niP~&jnt0Up=guZ0j&w6D>qA%`VHm?wkGc+QxqQ
zvP@3;6%OdiHL-d^h5O}3scr`)YvsG4xCG~l9s#wR9MC$Zu}yGCWJGBTv2@KH%oJK8
zfcdCPJ_eiD!|Gyh5Jk>%K=^d;_w#g_@$8?nxJk-L{M)aliQg<L<CLkk*nnmHhq3ju
z?;zE_p}`yw*6|lgmN#M7Et7BW>H9zT+p$GqI3TomL54O5v>=Dea`NTgCysT^`w~Z`
zwZu$w57Iaw5`NS$V)GNf?k?>PbN5#W?VdSnev&ty(wQ0&nD(66sL-2`Vg}}(UTZdu
z3!)>!iEG<qR!H5PQKoY%x~laC2Q*P(qlA;EC8*IVWd1G!3(x8`uNyI>eUo*vUY|ou
z<eL{Npq=%)!&71h2P^i*sy^~Jed{P%sUMmRhAibb^gdwdK^s`30YYHR;{o{&tj;)t
zQmwwl0Xagg1R#8NzV&mg9<r`@-KjFMOBk|iyr%u9g0Z}is5c|5v&~?o5a7x?w?w4c
zVfEC_C3#a~Ur&iPvF+J+yrZW)aZCDRaO8RZrCgab>i%23HWJu%IebR)3r-L-_%w(f
zFi$Xs5xa)O(sS3bkLr<q9FR4&`G_HKPxmX*+$FZtE%0S*x*2L-)WehI?eiKXMO}X|
zhFF|6+W9I(cf^hp#=;ldsg@j&3Hl4RR$pP?h<$%IzTjaFe=(0uRP5WyD$U*-VN2-D
z_R-2ogF<-0!EnS@^_LifDR=H-Pdni)o6@%xNs1mTTMnB^`vIFjOA-gWbCyxj7Vc@{
z<6|Bg<)<nFFFdWRf>BeJ##(DyS89TNt>Rsgq4-Y14NplHT(lle&MxMG!hM(VJw}C9
z?l~)cF_*qhj0shS{k(q&;nXa>N5=PI(aKVS^BmB-2;qdY(0EOj@8$MFd14=B+B*#C
zha&fLK(Cw0##8zPQ$1d$_5K;Dkn6|tRNuWEoFqNyIy9VIoA3^Khi2?9GAmaNXCvg;
zMoWEOMNkG=>niGgSSS>`otFvTe`XVtyfBKQ5<+ei&wzCfWZuqKVVY4(?{$|$g9`^L
zg8jx4gR?0EaL8Idyxw5;7FQ6M>p*}lv7`DO173ZmyN|AH9eyfh&%cGL(al_<`7NlJ
zB;*Gz&MC1m?@CHhM<!P_`}?s|ziWcxo5N*v?p?Z12<=;wO~5jGB6@xgIbBIivX7Me
zTYylQJl){q&ra~g?F{vBuX49^?N9x}$C!z#@D<C>)2|l97mHxujj$zygqjQl|2e3p
zwUD1A+T{K_B<7=6V_3RUl4u`U_42}r*$=?yrHWwF(Kmaad8k*bG%$_B7v1}<%~DxK
zht)Ul_PA<wPX6_LWLY`kF_>y*V{*qWc7Kf-d+odMWpzZN<^xnTAw9~E1KLrm=79V#
zpW5cxnD@n^D_Kp8@s%yUEO=^frmhjSurf|*%V{Ec`HOb}>hk#YKt;ER{N?XZ`($dm
z$KcQgd!*Q|v#RNo3;mHd(gl;bOctccEGvppv=++XU?e!a1H%v8zd7pa+cYZSIX+=!
z4<XqeuxkPPu8|Yoz5Q?{JlPX=A{K^mcTv-!w5QGnW=SzqvP_?637rL&f07v53y#!)
z{Hi#Rw8rV?=>EG+)_eeEFRRLYfWz8t!s~>pM)}f)e{HI>q5FhM$7$CfC;dXTsByk+
zQ@zZVZ;W?>*uBUe>h^@HmFV-_zOXrXLAR53Y7z%@6war2IP;hFb?d{Q#^<CMjnO@e
zP{YrKNy~T_RgEWN^SS-(iiQH#;#pT(f_krGpc`wB*tMSH75un=RwhQKua((Zs4w;R
z!pvHUZHq&Ile36%<yN+kNh)lc=U`6pj~Rg8;U^%@G{c`vb!DUQ=_!`}5$C?qBbJ|}
z_cEB#1!7X)CJAP##tdfb7fM84qRvLPLqz&r5C3+ewgO<07ZJbFf=Um88|g<=Pkw}L
zG`k>(GX1TO<^EAT(@;6T8S30AjGabTlpcMUHM!zX7JCJU?|sx|g}vCG?Q|ZF!oVH#
zDKl<O-hz#6OrIAs?^$8DO~diQZ^9QajGcxmEm0YgP1j=aB*GEuDjq?=h1k43JEE43
zTYsoatHV3U>fO7bjcivtonQzveO<Ct%dS)O*x7H$7Dm!U!yUlE^8_subt}XS{<`!v
zZpDr4bK{~HAhS08&f7iDfd)k{!{uu06o(gFB~tn#1cpZ#6T1pz0`#+;H&C=sS-RFh
zm(HCe#Wtg40%7>{q*oMJ2Z9ei{<nZPdblcZ9xw;Li$(bcnx3{AKVe3zAw(mPQRTte
zJ|^e;o3aA!kF)zJX3wrmr~u<1@<G=L(W@~2cgROHje>49wB#tF1*U}>dxoSg1)AxM
z{OsPt@i{)gWbWhpmZ%pH`1EqPJ^A|+m!aJoo8lbMEBpw)T?Gm8#}OipnMI38mNTno
z>&H(r8`J*?Ib`~(`Go1IV8_`lV0at3-W<a0<CR!s!Ly#}M|B`hAzJnFyFED|S)#qq
zNx%pxB{r<E1-6f+_~eEs{5DN&2A{W^?A7zK+zNy2ShRsBbT8FsALoDuXV&JQI}R>*
zkXh`pNgInRF#=xAW*KL3&Fgb4hQ>{n1Wk^QA%tb7%#T7%j;zOdL>R38u@s1Rm*xuX
zZG3_yO!UZzMduBCUiq^rz*5vlVx;rZE|q;gmJ?JgTc7O;vY*>DKZKonDgK#fYxmH7
zuNvD_lHEn|pd9B{D4;Ofo_9`_WJEL1-dO$EvrlRsH@bLK%U6kTm3Yd3AB(<pZ-s!M
zq3k+YJxgV*5icmbnsr$xrTbMX7XMNCaZ`iNDO-zwI3O$Yn)B}ugt{LF9?=;IAALU3
zf`G-CYvOqGp3N9)qgoy=y!RCS$pL8)e;8X-NhQ!~m%`0W_hi<psD)I5AO6NJ2V^IV
z&sPurXaaT%JA;^kiiSOP7w%<{)$))f^7C`9fNj8;XKGzWrXQH*azO3B5NY=_m!_A>
zkOsr$m`vbxPNVf@3EHL$w-IF(^<Q<Lm`>05BAL{+(S5`G(-!NdJhXwJq4G@$RM-oP
zcE8Mlx@*0((p$z|d5y0iaHBemyr+LBA=2QX!4jKiDgITz-}eG)c@meGCsw@kVS(Sc
zj=vFe$l89oKtW>62Sa!-PAB%aTkIkAN~9`+o!h|9L)zVolj8V5Vc8b}2>e3Gi|~;j
z2W~Oy@8tfpvDAPzq&*7%C0=S)hjJ^b`zr_Z(q@Ua-){j7TbGgIJ3YRQlQ82n-G@N)
z?6wsMe%j_D=IT!nl4pgSPDd`}aX_{X^gB<nXoaG%ebsDcu>^Y9NlX0G^w1_I{YlqP
zCeD=jNau}7)WDnG5W2Pzi=<Ai969=Bg@I1b_d-ph>wi2JGBSdUZ;%yhsBBC;1v;9W
zag_stKX9JMu|odV4-_9Q6P2WJK+9QhTF}PiC~HyoFS<;{X@a$^wd&)unkH(#)BrM#
zVS*-h?QXApwq-MBn>8`^wyR2=6Z>eA%n7S%$=rbh!yI2jHK-$j`)nd$eKK@?@ip+x
ziaff^u85@T75IChjiHg=3Pu7!(PNiajM7ae#$rTrL`|P<r`A<2(gBk(cjB5cgRCQ>
zy@C9!Qc5E{03H)|BJT5V-2G2mAxB@shiuAI^oa}#PZZx`7Wbyw-{9})Au{8>41;oG
zU7TXN5crz$6fNEf-oa11P?mvrx?%}UYN`#bQ<h<+&BncQ?#}uBfGOYf_hI$OoP)9$
zuzuM2;oOYzg%Dc2R67|>WEMIIj%ph^dAd7ErC*`Tv~=$xsRYjl+u=_s`;HH7Mx5sR
z#S=uMT70>13uvK9dIG7gmOk6ODBsp#WeyvEHwMm+aZ3%{nUV+<zcUF7ht1~YvYvX!
z%Xip(u${2i!e_-6eL42HMq8|{ea#>K`~qZ)xIG}<KI_Y1Te!-I{k`+X#F%+P>Q3Q@
z$KfPm-=h1^txT~$&66dZHg%^X;rnLcJ-5hYAdl1tlXUkc#8UU99{ZIqdpX!5O=HG@
z;Wq_Ntj#O)QAX~(_8#7nDXDyWC*syY0D@K|QU0|PW#$#arAisQIr>)S>Y>kB>&CKD
zA)xxK^_zez0jdD-L{{%Xibpl??6;d16l~~7#+4gK4))E4j!5V4Gk5Q~RAdKW5;&mB
zJ0RqpI~nrw?1wgD8q7KThXVhgy*am?JBUrZsQXr?xmG*<g68s%CIni+Es_KB+RNKj
zbk)Mu%RoQ(tes|%pDR}%k#}d@iI=H9%8HOQSW`hK&Kk<to0W@~eWfq6=C*C#r53uF
z%HXl#C60#dnQ%478a8I&;fmV!0d<0UJ43gICfqdFi%##mgr+V%F$6!A%x3a690;Ax
zsGLZckB}NcjJPCX-We~sOS;%sho=UtwL(w)=79KND~XK@Kj>I@oD`F~VY&bILYgM-
zl$W`ku>{{;ZHVG~EB{GZ>Q$0lSj;u3#Z^mh3PNxV=2lM`p%GK-8UtFU7xzL3(@U<~
zNs*k(EdcybnUCnzp+-vEM=EHU@;!jU5zE~NLd`rG#aL>?nBbHu(0R%)o655u+B5+z
zK$OpfS=hNZ>z2RpD{h6&3OnuU2n;;$V3_c0kFxJ)azG$-pG>o7b}ST0d#gKAY%@HM
zl2h@shT0ZPz|~-W7>t8)wWfO(twrswWVo(=#UB$9e4zFmQ@b~u1l1_!MJ4Vu`Ss2o
z8B#%DMZ@x4xBNv%Q-=BvZhs|PYvsi^-4|=uOj<^auUwZ-@1}*YO=sAYeP5W#4N7ji
zg=cnmZljmA`9ni?rS5X@NAye+pB*nrJSkl}-Q_*;p}A<xrMCp%>o<s=rElXG?`&6;
z`pvD+e(iXaoXbL_|BBLzeql`Hqf)nRQ-$<l_=HtueQ@&=f=uhr_d>NY#|d#PhbNJl
z`f_623+3FQ-DH~y*N-dL5RMVhjG-lpEnNveIa1y)c=kOP{cPi?M#{UwFH;_x72VEs
z;*ZYXi&8B3h2a!rp0;9{uK_#cp!Y^w5yCMl|8|hh$gPIi1U5O<R2V=~h0devs&QNm
zwG&iEfmrOj7YaqlS8R=78~1c=&wZJ(-j&`zK1hl9Vvs4r9R~IP$bYr|tairrL)Cz}
za2PH)=!*dxg<Yix8nWj0i3>Nfqm<a##(*JpZ66iXqlAN=ovQx7|6?J7IG}s=Wa38E
zgg=DXw**}+`~g08Yo2tfGi-+gDsZ^MqA~&vqs*h!siR|JJF21ogpDk#L2(?=-@dar
zLkyX?vP0GBWCbdQfUnV%SX-|3h&|%YJ9bnJin{ce@HBYpyu8X90I(YzBaEg2&+Cn@
z)VN%8f3ZE3Jrj}twmkS_HSgR?MWeH-3K(Tsjbt@SA7Tt`yNPB50C<A(F=$|59XcG1
zk_^%Qrk1|KRtwK?SYf8*J6S#iOJZ9%pi@L(QbSa{wv}*Gt2iqILSL!+)+QEyCyaCw
zA7%f>e3F>*$7J06nzeekRp)3T#0ykGx^+||`=#<0Y^nUrxu?{s!;N9&@lcR&0%?u%
zs)Pd~K2eYxJgUPTVvne&_NQY*8Dv>x`*zNgDSPTlKl5|o1>H=se7K08VU<owTN;T4
zPwo}eTbec$V=-mc65`agdFPR|d)j91`P!MXY-YEOzR_`=G)4c;jMFLeq%*UgQ<m%i
z446EO`P8|O1ct*s`@-}b01s?PSc$t04CC6SQU>0yOtmyu0x_Me5YZR5#rawj;a}u)
zS%e-!>(dvb2}_JLT<CK)EBvVPKvAvIUKn*G^mB&pXW9j(d{`rWBP`&Lza&nI<C=4?
zYSO&nz;{1I8Fyfnn@dmh20(l3_dlq;`ip<xK3&luWo32+XQ|D%AT+R-*mO#>-a<FR
z6zjOOV0U*kDDuII(Nt1p95m1KVH%@BX0Uc>Y2d8pdqV;CIA;3p+5WZrohki%N!NQQ
zg=W>G`6{Na>~ESSehuBRqq{TeD_)Cet@N9_rraD*myt=z`ZD8BGq*gQ+ez`Qs*kVh
z_wvI6wnn<T?LgfP<&$W-NBm8B*bNNcKY3O#Qr(4!A2O8wb+II9Rz4~VA+<$Zh0`w;
zCqX^7>1x<*9<l;uuSyUaMe9FU3u|NvOXV$siGAI<QIR;;aIWaeFMGbJ)lSYuLnABb
zjGsfxZ#kff$kDNZB*!5RsHVnH+?1L^aIGKH4@8W!Zx`RAN8tLZ8|!P5ST209LhILP
zl6ZUZi;&2e5}eOoXkOBOjN@IzvZ&@aO<o)48K@?rG~{QN&i(oy8`_Ge_+&$gL$9GO
zo+$I+kk*kNq-(ekkEdAjqZfZOyan&F%f&E#Z6Kl!q#QF)f0N9zxx-ZLM2Q5@*gh#Z
zE;Q=}CA{6a@hLjtJygn#8%2vUnXNKh#y3Q^Gdt7G#P}9OWxC-KXiRUVOd5lty&k<Z
z$A&L7$7UBO%C!0Kd4}~!>l32)aNNXSvykj&VJ%?wJOH_QR<Gl@=Q@?36g=+t_CV(7
zu4nbM0Jx?FRx+>fj~RiDRlbnDM!~i>2^x)G9+lG_jkzp^TjqdzHD^VV(xkQ5vv=re
z3!-Y_GM4o<AyiMJ6?MsXFO0@RUirIso1}`}-z$4?7HmR)5@Jy$+1fdX;<>~D#lX^}
z_KA!B*bu;;;%`puuuuoa6>11SOvss<=%RSO`JlHhJExo6J*)ShazHu}uaf7d0gvUa
zN<^NgHUGo|yB08`<_{=kyuUG#qlHV1P5cU$JMctk8DQcy>Dqf$QPfq}2Xyog&pl6<
z_W-L0`>=wX+GKe<3l6C+QOfd+cF1%;QwHT&7;I4sB4wFq#B#n`@(F=fKKtxxW+^`A
zOT)a3ua;vq(CXs9g3+iG-r8B$0RnCNE74+DhvMGt`1U0QB2vISA<kyvp^(ZP63fe7
zd>QhdEu93VIm7dB>2}SC3TV<dj)_m%1hQ+~MfP={L^hVDU-;1E_gU={eLU}E@}bK?
zpT9<o9x`G6a|`$!)1H&`c!`S`s{+*lPKB8Q7YBr#l!^C0yoe>aRJ^<{evl0Egpv6Z
zA*2Ip+kY9M%7s$j-SX=O!<aSf3*I=-yr^ElIU2Xog<+`#3t24=s4Nj^%e!42*$LY~
z+pb2`sG{he)l29L->&_@^XWRrjhU0|Mk}OllO#y?CD@v2MZslF6Ykc3eB=2pZTZUN
zq^jb8-ucq~N+=<7-llpathdg<d6Hf6Elb{~7=J6<bYXP3JQ4b8e_B%e%8GH2E&^k!
zxd5<#SlF$5-KFXNlAgz|<*u5(QHE>2Z-U<#Ll6h25+OHLLO-%QL_`02;t}Yy?(mT<
z(SYpv<5|R{TjK!$Ej+y)ZsaS~7eZfcGEFK9!!KsC$lao$AFW>eg%iI|-LkUQe5j)4
zYm)L#;_*;rLH<l#nh15%%;tt7f0d3NG(+71X=fDco{4h?I}Wj7N;in@?Y~Eba5j80
zpRzI#1wRvQ5~RA$y*Iu0l|0gi)-9tdy;{va!U28AOWD<U46qLaMHjNQ5vg}7?Ac*x
z23fOU>siFPYPROVoI=?gb=AjE><d6gtu{M^^~<@1nBUb=YXg8}X<VA@sfQBda~tDT
zHr8gZ%~R&6*pC^yq2pJWCIkjcn9tBWKGNj;YRcGUS^G({wYO|Qwpb)aq}2xSlq!m*
zUh9~*wp@ABo2Yp}nX0z}nvdp;7V6r8+4eMBc!w*fD^qSIJcY^4x9E61&X+Mp7rP>L
zI#GG!3TxC?BpFYVQDu3<Ppi2b`uK}?`~h&W#m>X;2HNh7W>4mpTRjm?C<-ljvv^|u
z!D2;`+j|J{Abw(Ol-kd2749T6)4C8|HA;N%>})=q@H=S<tqke;5)(yTCV0TZmr+Tw
zDYW}OZysoTN7x<eU$=gaF}D#r-|QTjqYde>K5q*Ng27X<LH{vBJ6g#TWSeQT(WRIu
zWxVs-e*VGWP`gmAXuu<KbksU=9x&&t1ytQ1w9xWSrC-=|*fqP;#Z7#-Gj%8(jta<D
z$K&JLxAsW_;LB4G`YH+LlQ#Tm8=zS2zWxj?Y}t!Y7*}=hZ)2Zl+BFw1I9Ty7aX`)p
zoMWKr?SM)-2vHxt%UVEn!cIV)iVefLz~AQ_XT@wp=ABn`GG&HV{Y-D)A?e9h7HlwG
zu}o^*krA*_ya#q{{JxKPL7r?#)NAjhuW{~aFy)U-9D^*R!;2IA6<#oFK#ct4BW@H;
z(mfn(t>umxbL3m3%TVJ*J{R&4`>y2@+YvK1Q<BcgVr<{U2AS`N$bi!yliLuxa6*PM
zD^)hnLj2oPNnxk(O`^l<iIh)zd!-iVvR}bZ)0%^cE&11NkLcRa5(+lz6Al_#@|R1d
z|5&Er@A=^`OinM(k7Z8N;%DoLhnOd}hbP+dfBk_{`l4b9L}4|#kh6n)Qna`5Jsq`$
zkmY{&?z_JjW9PdL7Fl0Z8?Jn<9?lIR)9m=Du>*jSNW8JqfNOKO*EJeh`N-Q&=aH>5
zq820!cu&v}PyvZD_R3-Qr4ph1OnNG-)a7yOuO*5^nN0O<EgjNxal8az+gDPJwu(uy
zKYwOAg-0ZYCyo&&0cK`xB;TjCBTgmpmu0-hhzp7`P`_ik@Aj!+CEAHKhM_Z4$jLC$
zIlqLQux3|Be)i4<#p}Au;STQ18h7!r7r!81JrY{5ZVbA%>31C-O;cW)64T1}`j~bm
zguW&j(0hpb@d+#9V$k1=pRayvIehRAZD*2g?(KjlQ7!Cd=DrGafUQicEt;!Im>OWi
znA9}+z0Mshx^d?HWxv26^`KO9(;#s=(lPbIh0LnVHpi-=bJe;}yr!~$c2RL}=Nho_
zm;<LO-Q6KTebPg+dQxH=wXUwZ5^+s3ZNQvDfPm=K5|cvfc2&sq=G5xm_n@10Sok(2
zt)R<(lta+U01-0;5YgxJ<D!|mAsuhyzid5f_!@r)F>7u4+`jhAPBvLpr4&c?g*{kj
zK6LN1dYe9bd)pEId<IckA-%it{_4{})OJNpDKmI$BM_c4k8ks@9=gF~Nry|@3LvNf
zl!+4icjj7rfJdsc*@pj~ya`ZxmM6s^4Xlj>d=|<Qc*a<FNDd_FuK+qhM-7V>FNv9w
zz^SJ>8W#ozX1Qj4>(cI7&%OH<khOjWttJ>`5{XLdK%eR36V4DN!S1Jg;LlV2l6KAM
z5`FcwMcMXL1TgNS1;M9X0j=ct{(Avj2$b1K>(du7ck5bYD+CKOL)+BF>_fLM(hqtV
zpJGq*!HE8G=TEzYK|W7o<Rss5KoTExdl=JJ@*c?SPjK6<3y_!E4)FO><hho|sEO?`
zBmshxV)^It{`(*#(A`Q_{aSodc=}=@W(@3ZP8hK-EbvecFYJxifCN*Q@Oi{BYj({Q
z?g<oMn9kA!R6B)H$M-v*#|UWH=)U!sDKBf!Wkbh3XT7P`IlSJWg*MiFNFuWjFsi1}
zH=YK^%*Yc>feFUQhM^VKQpDYe=d5%GtzST2RVdcVR$t_mzVq5tNhf7DJ*;GYEaL!!
z(+ok$trttycH+o}urL4Qb{GF}>UVte$eq>gCHKOya}azgV2ywAJz#|%H;01nll}(_
zWI&r+C?X6WKmgrHnT>MefFOIr-{~6Z-7)TO*}dO<7jaWpOl;g(kk&muO#~Kp_hppq
zJr5a_W0>c5auCB|r3)$fY%FgG?_huMYs@F_YttVf`dBB>NkyCKS1l*HUUvCT15;%O
z$Lf*g9ugBHlZFRO6Be1&m2O+HWQp|kGX=fTdx%oB;9m{tZ_S}mo9bc?Ca07G(x`)@
zj5j|nScW`(|1>&<dDcuXHJ07@RjU(`*koHRj=~~l4DFL1g{AHAthjFBlxalrG`n`u
zm-q!|VbQ-^>M5^k96YQ^>(h}ke|YqUJ+<H2h^dMRSRp)sm5kyU6C&Plv8LaU&84LM
z(0zRQ>%N9dzC?6FG9YW<7WqJ4y26MCHWC(^wxWwS1x^T>2!pvdbVn9$%$kx$`lLfm
z5CAaGLgJA}?7T;Ei*k?#BvD->V&ah%#JeE2Nmf%l2Q;hwYqmKw+RNWGjj{UN8Y0hD
zfU&CE6<Y}5?P%jm1*@Iuz@YKzxt4)>!^eIu(u1$pr9ysGb$|?S9%1zW-k<eR_05~-
zx2QRS*RWob=c+m~!s>)N9Wn$S+}@gnrP(JudVn1+{7PO*V%gz~YDUL_%08ON6}td^
z1r7x|hS5@a?4FbJo1JeNsS$D%!KL>^5j)l|>6S7(-;p|e_b>u;^8B+xhHOBA5PSQ)
zWNl5Fdg``*3e^g=HS`G?Hl*@m%y)BB3IKe;x<P2^cra1<`_)Zt!-Zd>g7@P)@82<6
z?|TlO+#X^4!q<a^Xe%8y_<cL={W67mgzJGXaZ3d%U(mLf?i~NE9g3ns@UxzRBVyny
zR~IK8Q_fAyr0j*_?Q0ZWHNKP=Z+IguY0mD=WXL`d_fuGW>;196nX&<Gw^IgsLimYi
z!HtR4?ekBCB%N0f=Q*HUyJ?%ayI#Rb&@RUAFOmzo^glMv%b*iVmuX6K0<)|hx3-@R
zN&QKd0JPVZcR8zlJ&t58UNPTU{GgL`ovB4f$L+o?-MOU>0>ZCRQB~G|aGIg_BP986
zhU)k67Xs<4DF^QEo^W4@1OTq0v-^v$`mnsOiOjVL>!jJFRG6?Lq^yo4(GrT`>Zol^
zN_9pM0-tbiW!J<wq!V^6rcFw)B!+lF6F%JODDc{QQ_HwJacbO%`gPReW-u&9o;?Cz
z#*aH)&HF(h4i=RGq{xRd!|K_WmBYcIOHJ|h#I}z^V1r;E^*p!wvjTFN;+Ra6cyj9k
zzL&Y?m@3Ru)O4a)%q7D8z<4_xAJr_uO68jLEo$@zs0k{3t1N6!NxO{E)}AfJZrN^5
zo9_h(<fV;ZVowJlwYUe1{xO~s;Y<iOI<H0|6X6ve{ulcF#a?a4PLZte;->QZo_5PL
zRr3-oHCN#k<JLUUV`D>Zq!&G|u$#hTC{MH~xddPCV@ea~HLB*vUziZt74<8x-#P$c
z3GI{jkZk^XFxwW76chO(S+~M|?BB4+0SRfVJLd;Ku^e+Zo%xZn=<IjF@*515mYy_9
zgLDF?4>Zt*zVp3J(zwk~$l`(uc~+B7DpN=6;k4t~t)UvuukWyV*8n+QX0Q$G0b~ax
zP1?0MTrkxu+fHFlI6^7xElioK%4GSqiOQWf?U{oAjJqT1GcQ$SoFTZW&fq)%8T^HZ
z)`sqt;6?;BssCsR;0_=;piLvj1^z0vHt|iI$SMcqSzQkhq?QY74~TV25E-_d2QvQ&
zo^P4GIooi}15RD+fr|m0>ssY25gfVu?n^2%lJSdGq9a54qyHY5FYAvM`mg<KN)4Fr
z_gD7JID7Wj7ND^B5V6OSO0X4?QR5dRbnmA<MQzxuPiXiJ!|?xH*BT#ANQgpEIwbuJ
zUy&j058QzcoT&51)3nKkGMMr1rRuuEG;3miB4dl&bPJwx{`v{aImTSyM()WBF{w<J
z`UW6hCN6|Dv(l*BNWnj&<1ys15~dWJb>H+gqaA{VC|}?wXqlc1;~lCco)FLGVObpg
zz!XJPG`rvRR)Y32AT3=7ybH)(pc0+uu=^?9=@xsM2!~TncbIK$XXt9r^BuTeh;q%X
z=T|gb)K#X9l>B7u0-XbQ{0Wd|^!-9IqCBDF!2xb3Yh@~c*sYCQMAsLZPRv`TQHwhT
zr!Ju{6o2`gMLc)txfWjMWl}_sEC@-qd<igJXv>d&DRZ@6c_R6cD~9=#;GOZr+*9{h
z!_xPcLs?>se(}U$a4&-H>2R(@_1WOQ&60GGipnT!tONdWZ><+bd{lgRIcm$5LVS&B
zSomxA`je1W*e^PNr(^T^(8$jEFi9ZG0|_mFY1&pefIF>tp}ffKMf{znbzm)n{STyJ
z;<D7%s9SW~w@7FmdH5X=$$v!az1V=3Z*?9}z&x7~n__0QhA^_619D?k@23#@DIS)l
zGNTxS{mtj%-OQSDPcwpA%%Z<U+P=9dA)G<=9Ow{TiIi0fV>?J^(?tL6ZYr%kYw_Zj
z-9_cOTJIX@tt~Lmr8#W`2`}p5e`t?@bY~W=Z%+jINBBQx<MzRRO|Fqn1HcexeqJu8
z9vzF0dR9~cr$B!KT&T`yWOLjp4k+-6;rW2ddSCkLk)+XV16PXla&d=bPk@-%Xko}w
zmdvL_`_2+QCHoFGD`dF153aJ<L)8(SZ*CIJoc6579UvtA1`4mOSp-3IVAxMpVbleJ
zDjbWxEm7tbeBs=DD3ZSBkbW;2fwrjn7b!!_Dj;E!R!p(>>1BX?(&c{xU^Q*AQ{wT>
zcIUZ!Jnt|7YO6ag+^<aL9<ksZR=}&W?a5_d)^f;%*XhnLCLY1x`&W#`@l8$-)R|_F
zDy6o~1@FWVv<6*<Mm_ch()hdWQ<ltiqqj>B62?Ee`n!Z4{REK=-7c8?G=~Wz?G(11
zg-rc%HFpX>CV3n6l<Qgy^v!)|!NvYwD0d#HPYOe=&tfLbYJ{~PdbbTH>KL66M_(6e
zN~Y@YcryfnmD`S`Jjc3q%WT#A83LG+n1?JAw0eC`mjl|inRJ%P7qrc3Mk4m;h;f^g
zv;`q33;uCp_YQe@wmB_vRrU<#MLsOU^~W}3>Ziws?h)EBY0D5mRb>_0Jt%E?)(gcF
z1SE(-9i6?DxVZw*pR^n1m0h?IT$H0gCGGpRlpg+~DeaRje9yx003ii%)1S2i=1$d)
z|6&~6Z<NCM2iw@1n44Vtji?dF$7v0?S$+=6uxXX^ci($Q_I@uIivMD9Y~_e;JKcA&
zGun)e%Wb(rn{)Md5_f@jdqsRiv_M|ueWNKCIUsQ3br5#+>!wfNGLx}r<?%K-zADvC
z^?^FTalYLwG%@>hWd*x=<acMriR-|0qZG<SbffoT@>ATuGZJt2bY4s^H3$~~_9yNw
z&V}ZX5BasZwG@x}<P#CVf(uK8Yb-T0$d77O4OUf(5F_3k&>Y(M(18`}g<I6<Sx<Hp
zAecqu>(PuE>qp^<m9EKKPOQ<CPcJE2INlccbAmTCL58ri`)LKh>=RyrDsqXT$0gp2
zhy11UiMLcn3|wX+zHTE#YYw-_JkJV*;;eMI=L_=pcr9E|osQU(3s$l)>J-%NZ|99r
z^>{L#<q$Fd#>-&0Bs*xq<d{Z<c7F<`fdB@um81SYYAT_=SB?+YZzohMx%T1`B+&X_
zJ|PDXaSuzU=V-6DplqEK`o>&MAD+5rDnUaVRlnwdEbALlE64%#w~QsgUcU@!mv_`L
zH;$&h165+Da(>u<iws3k&j2JAUQ?FK_tb~p<!-T_ABO<0EWa*N)sBXtT|`{}ZY5}Z
zR`vi~Ha!CeyC9egwU)O#Z@K^G)o-(`&NiinvJpz(pG{hBTm7w0r8O@#+UOPyV|YJ5
z3AytOb`uGERy160;xFGv%#G3pFCbs;l6a;%C6V1t#Q9*<;UX<Gah{@t78aA@t=q~&
zzcU|PeE8Sy9G_QXN>j&JnegUsCUrO2syGvTJD87kL_glN0j3;-z#OsY_!beEwO6v4
zPqMfo#a+!h(u+>%2(9JiN9E{A;LmPD!E^bMh0GuBdG-_GulH0C*(NBRaMcjRcjW|N
z$t^r4wf;3XYjIpKx5v^{*_Z>G0a`$6O1V^zkHB(Pb>9v>;CkRys)<^wvDS^*J51^%
zboOvtVYfqcwXSdCx0|m04@U=Ab)#t-UL-ke_x(>AFPYW1z9D;%`-m3DE#cD@P{l#}
zNdV&EOTKn#Adze}Te_N`A&l>n(<q=#@fgr_DQw+5#NPU|twGhiSf&o~bI$j@&!>GK
zL@iOIbBl4Y_JvNr+iTdp^@#=mtK;w?-#;~$pr%r8q%(V0(~^$7f`Om7f=x0REh8nG
z00v(4`9d){V;-frTaby^>pi}Lqzz+aU&sN9h84f)w-SanJ1n3xvP1KJi^;_A1NcI)
zJjt0p(igJ+(|RvSJ-zsMFGM3ZJSFSi<>HgoMp8BQzjSJ|X+-E-gI&*ZQ|=w>(iMBS
z(3t*f=ob@_MiZ+Zlep+zzqfJ6sUI>_WmlCv)@2D3L-;JSnGZ<s?UaFCWG`Cpc!f7I
zcqAgYbp2~GJ>C`@yp2HO*(NLh?#{^rSy$MI-$L<fD0wO%GGy)}(Bg}%rz;^qf#*WV
z9?f3fJJ+gKBCm&KMsq+bSz+1N9)4N1a39Lh&EMm@j-b24Y!e=505U$&T)zW=K}%#z
zw9Hgr<tD;0TYm)lHB7T1VSys{UC9JSB{(}z3$8q5UPysoKFjrXh{#p0bTO=s={0M}
zx4~R6SY&H_Hd3U@@c}|eF-;2Y!vP7J?hiMMVOW_O=NT<bkXJEc-c&4D6G3<KODpDp
zj+mgBlHqD5Rwf8XcL%{W6X*H6@22YZVsA0~sVUxHEKpRo+h~qEjRS(dX#<}=Fe`?K
zs@Y=MuO5!)6}SGZj-jCz%B4vi@(aAr!LHe9m4F&nu#Zm8-OBAYw%8Nj6C-anA6aF?
z7@gRxISxn!UC;%n2E;z<*IvC%?x=w}^pg}zefv%vLJ%X7wr9h?!K6|q4y3WvB`t6Y
zTYI~7H6y<hh*b@0#)N(h6@2rpIy8Op{nh$V!42H8U<gxPzq;{H!|%4?{VWl5=2sYX
z*~&h$TR6iUQ3$YKSci{%3ut1l1mp1}WDvj&)9BG6#0iAM&5E@LRXzSv-L_pkd*i~w
zVJU5zMt)jFqvAU!TYL(-rBY+aHe#-P?!1ulch6OkNi)Ob^#!0>u`t|Z9=#HUcY#}(
zya$JW%k|YnL=?)jH$G^Bl%Jn`JHfQLHTEd7b=DB_UWOqo)9#OOEX=oTD882_Lx5VP
zGp9Hphf|-S?#p>rg!wPdS6pe4zEZ{*6dRuJ3DeU6r*c37s&Wj+FWM-gD3S8+$X<E|
zmbz8lt?Rr!(_2vO3qGh0LJ#^M?KVR=yrgo4*Dll?Z4c@AeBF1i%;%AgU`s~%`%Hs0
z1o7(L!DovduZJd~5_`2Br>rK{Z+Aip@{rG;lEqml1fz#kcy~-l-FY3!yY2{%Y`rn(
z8t%h=d@E!kL@{C9vrZRm=z>~88)sxfzfjK^15E$xXA#OfR{7QJ1>PMXXiSs*JUH2Z
ztWCu~gs&Z2EuWgyh#1k3!4-Zi2|>UTK1qj)X9Cy7qS~`zsmw*AZRIkrpGI?dQ*k7}
zR&L+S-a|Hp<r-|x>NC|U9t?JF-&t!^T}E~@_sdHkZ+YQv4qZu5AqFq9A=wQ=>*u@H
zwN2HN=5ez&rLp@7W;a5)C^hv<=%kL@!)h_(VTywhlO^^rZN%!fWJtQ)iN`zHzZjFb
z$NG7l4v4JBh=%GVLzy+juY1AS2%?M2BpDI^B6L&GENOFuK8wKF)1v*w4L&tz@=ZBn
zw(eVdARi2=6!9;@Wh8B~zclJtJiv~?OzLW0LuMtzHQDE@G(w+fm3ERhFU~y}NW5gB
z)h{#uelKs<bvjeV%gkWXLPyVpcK7oGsq}ygI-x2l$D06-$IEgf@Pf9cbqYeXAmsw$
zmkQcE^Yb{8qL!iianQoG3_%%glD<kgowy7MaPYecAkQjMMnFfHTM#rA5XFF;<|tH<
znjgGM+w&k`#XPK%C+=gx8t|pKXG#R42;8TRAGpykl=5}gygsiCG2zH9VGYPimTxSo
z-t~ys0AcHw8ASq!!6rd#%x_fw(=h7@4^p$ttn7x)==jgamx{8}mJFpx0vK((!L1T{
ze3BhA5em~WTX#O{+)WtHCbQL(Rwf-;=lrWppY(;U{986WFg~+{_KH85j(`zD&V|@_
z7CnGX!8#-hb}RN(`U|(RrFQ;qNwhPS+~sGJNce=9&n3dcB?(K<4v>Ig=+`j46*Q94
zf9H>E_pVmR#PF)Hti-RYicYM2O;!JHF5I*2qX$Xw0Q@asbKRn$xiBj#-H+W&Nqk<V
zYfRfO=~i!tROxd--z&cY_ZS4MjF%0tMhq(i42erE9AKof0Gc;oX$ZMB*>W!lxWtZ$
zrAAY?;fbt8_IJ@yT%JlPH)hZ!yXheF^z2E-)&S%5Psca&Yb5ytW*%Vqpy<-JM{{F{
zij^-BF5$Q4<*!dJn##L|>mNgjvoYNnI&CK88F94F$O=?qs8Y2i^oiyWrbbCunN>Yc
zX+9eK1+rGdXJ1bWgy27bBZCx3*t*1KO|K!1%i;4(ZlY&?7>wNsSA&+=Y3st6!06iy
zwF2Tq+=d`7*I&$O(PTCxg}aE6Q9X#-O-69&?{5tU0*-wj@`K^M%RnTkt92mc{Oroc
z9Iv(+iken;jRX3EZ!>?Jm)@0KxZb(p;}hhwt=vlKWLJb{7IHwH#JN_(ypRd^FZ)M7
zb?w+R>6ZxW>o&O`T`tRZ2^im0zJh$oRtwV%O{xE0^Cm2XoE|AgA+Q@Sh!YUpG+h$Y
z!gZ{mTOI%EqZI~@sECqt-t5h~CaWSGyl9fLxlru)MI2=iXcKddT<zlF3HbJcPXHI?
zSH-8=2r9ziobuYgCaK>zpe>uV=deZ?-U4vP%JLp^MQZ-k@2XU5kFD{sbQ^?59T<$W
z`=2a{vv=4=wEI^(WiPX_-<Mpi#MJX`IiMuiYhW6tKlGN5Pt}7tR-;0IiKqCeDonsM
zUk*ir1g0?J2BhAG&Ec0qX^l~4Il-;GR*Uf(GNWHQ_|7&U&@2hc+Nh3sKO_Kl*AT|b
z3K9UGG1>;=yggnl#ZnAWR_}hr#-@v;AbWvPYZ8ZWT6%beF4hdbXpaW;E85VCc17Df
zHqNJ_jFe;q&t+?fqifsMhQ>rx<FbQrj?U2Ye&<WCyc{&lE%WK)3QAMbJ4+Kw8*6wu
zI9!X}l%MH#RMph3;<ot6uxPao5ndb0{h95)Lr>X*yB@s?fM$0G9+8fI<F>QPcHLL9
zv<g}NAsg+F-0#8|2RJ*vSIICc+dYOD(iyF-HVj?)4iGmcGW~>N(d!|)Kg|?3F;-Xd
zn(cwgwjE{7`x$vGQ?a#e%r0Fc%KAT}+m+9%HTn4LyAe*}-$`gx|HbWUHU=qOR`DWr
z>dCsz**%3T%$T{yP+JRthk2E(3cQ=Ms|;kMHk6eTAl9wR3UF2cf<6xf^+P)&FHum&
zuYqpmv-W#?Exil5;Fw=E*Y#!z8Sc4rImcpq%6C|fxKjD&C*J3TpO}BIs$$A(?||rq
z8ZpDtKws1S(RdE%+mnW$lMC!i80N7Uco+a9L}!Sxs=9S1eI3<HSb-;hKb#p&!r3?D
zKd#3N2S0AxH|v&!PsCyhqN&C=%w(h$YV}?`ec*}qmnT8S@U=1Rp_*=8yC*ejHu(`j
z>?%xSLnaJ=a9HSe``nq_YSZgnMnBJ214oXy{?m(ywi!W`q4ooYjyimYk=5QBi*~+L
zjZu|h0jv~$e7T-y%$fsAL#4leIIcUoP4=w=bRTBp@gM6~OlP2ftTc8fa7v@>x_Ag(
zc9Q}`cuMC#0n4m43)EsbAm0_VW{Q}{TTQ$MR*-gRGi~!3qBK_sI+=C4cqvHJJDLn#
z#*0d)Dh1s8p6RIuk8lur@v$V!EmO5jGZ07je6Z*;3c$*%BF%M9m0>iZtlWK{?$VPv
zCTf&TwPuHau|VzEW}+7IZIJwFG~ClsOm6kXaGJ(uM!QltgT9Wm@RSh?g8Pfsjsj#B
z)^YDbc{=W#ZFY>)!a1?tUUWg*<1(cGNiA_clbtt{L`6Dco%pl--7^{f938+5Gk@ba
zyr<(=)`BIn4-uHw$V_S+-&a@{iad~!g?sw0Yd&PsE1=0xboH1Gr8(r3?H^Ju^0oWd
zFdYnQv(d)kFCPP@cpI)6Xw<*ZUw_B|!Du~IRl0(-;u02i0UUQ7yPRR4BXw{{0P|^{
z$by5V;sXH&m$1Ku1gf&ZKG|jqTd|_51UY50qT0!%Zl@<BLI5c|daEG()$h*tyEhgS
zo4<=2{>D~ptYKxekkz+N3IC37p5rzNw_t3As7Utt2hJ)R>*#C!h1iWHq$;+ozAywE
z1sj_)O)!2ob+0-a;{Z7-)q{G+gy`7zcF7Mc%AQn1?6`z^08UAzqyF=)P6qkNb~6FI
zTdDzB&d>>qlrj)W&`oA#s$M<N*=d_+krAb#yHF0uKU_Aa)EtPf&xttjrsu_D?-f)G
z^e52i!2FEkqs=Y9!Q5+R09(<B4MNb4_0Z!b!YYBTr^T-YMmkDhnCdTmHWAHhFm-*A
zz77CEQ}%9uy~Fwx0shVbfwMUvx+syTa6<?PjiYCOJHHybI12^*KB7!-vCU*w)tw|q
zs9&?gna)}k;)kLK1$$<7XZG%u-8uU)8K%*F*!Ti8s()U_Ai!W&g{?`0j|X_wvb_Dq
zHIae^y>`Lk==u)R^b;bExR4!5<Md2%y|zKp_#bAW;#0%_Fy1Dp#(1o8ENhtE_^~P*
zm)+p<P=Xv`s#KX!rO{;MK6#~wQaKUzmfdu^OPqievz@bFw<Zw~x%m;c?PJ;Uj9tZ&
zxC>VQ`odD3FFx-Uy`yQvXwYs{c&3{7W+6Xwa#eArlid+f3gbJaFWSqPUjJ#Sjr$R@
z*KdRi#do;UP)^a$+27nz_rL7xXHup*B?6e)LVxVH)(`=4PRt<eQW2sK0PbP*XAnF^
zJh5{7g2~}08DWAPknjdNp(|w>pp$;*0}3}<c~`t8`@|4>R|_#MHITvx5aB5m=73=7
zL=%Y!jl4OXuwLjus(=@Ot0l(bUY^z7BrcENzxbS_yk^6GY*?j<6TJ<P51*|D_e{9k
zWBh%A06%8WQk&_->OkLhnaQl>?7DCtc1}>pZi!Wv-g@!aJ)&F<bjPX;_2kVy%6|o|
zcS7ICJ|iPr9UXinTz~@#JI(>Q7nefQEOJteGd@f};RSSrc(?8C!s}6IrPX=CP^M^8
zYj_V`o5XkF298*z>sC^^f#Tjp*U&0v83y~EPplGe7@tQ|bCupycCZJLdqAu4*pGnC
zRbUoHN`XjvUvagN!nTP=-@ew5x|`N#%J9ffE4sfuFdoIMIg{r|P1dKewS!Yq&wq0<
zO|mj{WZjMeO5H(!PN;iqZB3Lh(&QBf6inT%FG+){TKr&3LnbjAzMh1L9b$XZ=uhsx
zEtEvSa@Q13XO0J{YF2YOeUjT5^DUhpF>Z~Svl9Q9=zFHq8w*VOX}1XeLD0|wMwS86
za>4$b4fHSxh^tk+6X+SBj?+d`@O99`o4^tLU!hX3!@xns+WrHXi|C4;?d!fUB0_0K
zd=<w-3(-1>rV7ift~&`yxU7NySq1NqL__|%7oQCPXwiT!zBIPNz0@g(b|g$LV|0W;
z7Lx;u(`<f@t4$>*0L=i1`>+=HR+x3auG+o+-kxT8T6g6lI?(dbTK1=Pe=$CEuyZ#y
z$p!Hp{ifsU?OY94i{wQTFkjA)*+|HC-h`lOM?>{`sCM15l7Kw?tGpQESrn=_C|5RO
z^_3z{XB(~LGaIth2g%GX_hIx>e3QK;{Wp9f+Mc9)4trn)2AJn0$NZre3Djeir+3j=
z?N?^{-H_P_?gZOueZX}pt(ewYR?KMl-)Q>ou%y@jeb1*(orZbJri)Xq+?6W_aGIoM
zlv>&lD$QMHP88*|G%Mw(skxvs_rRSR!YMU#MNZtfNl_6H+4Ot*Uf1tmuQYhSpXW91
z*L~kF{N1vz@mxC;-tuUzZpS%+al(4>=uYF1$i%!Jz-gtEXA|MaD3OiT!13y%aRh<(
z?FB9I<Lc#sUnl+he}i;TwJd9#CSC9!35dD}>)A;j*qPsx^OaG1FZI!^PYTe6LDyyz
zy;dT<n}@t5*dQ6809;_+QSl{)M0f}+oRGS!rzjNWZ^$$iP(r`%$JWrgsk>}5)2hqS
z7$S?U8}d_u!kVw%^Go>wv(B9_^kB$Dns`Yn)A`!|Pcf@_L<I#rfk%s$=NL><PS@(U
zTp*uXUnJcZS2rtTEOzFLM>iPT;ZS!>>m40DUH2ZtsbEtD^=b$JF6X!?rOpomMZtt8
zPtJ?R4CNeXf+~H4?epI`;dWKdZR*Ouf~LQA=@$n(MlYyGpI3h$RL%UUFw%B9#Ywn_
zqYTP8w=^ZVjN|52F&|4D{9-8GkYPF620D-u(vueKW^Lu~w%TTyuFuS%mtn}Nt`t$~
zr}Tk~1Ry|7fxq7tXguf9h~x)L7tkdq7~7PH^P#7uC7>ZrK`&8-xO@?jyA1de04e#Y
z;7>}OK7+jh!zCYQK~iImAcc9$AV^oaW<3#T7QM2Bhr#b)$i!jVR5pa$x6}t{VocJz
zPW@kEQNfXq`)p6mZ0xO#in5y>R&9#G5au;LHwKD(FzT*z&<zM`B3J2{l_kArO5bqs
zk%O2%H)PUvqn`lRKgUXeAcp&JbdN0r^fAoHt56X)osH&ypG(3|lZ3*AUDWem`kC^k
z-!xN(*{IWdGK$Z(J$Vawm;9!%xgft{dE>DIYo6^~1Ui>y4}jy_U28}}{jBdsyI}5_
zN`nLH_YwPWW_#O%nC(@RV0fN4z>bS<OtY8Y^p|02Nxw94>g_nx+2<L=Jm2doRA}oh
zh}C?pN2#Ob90`@SlY5{J1OFn6@=DUk`Ke%}zV15c!BGQpDAQNv_?$IWk>N_&EJI*0
zQ~Bq-x7Glym$v0b8z%QUZ65b~%y<(0^8HBMwd&z_7+l*`GI5I?L@+^~(8SgwS&ddf
zhz|LlRr`oou1!;xG)`oY{`fvUjxU?(Zq8j%+JF&XE^B%Zsut?G&zEL1exTX_<07ZB
zWIEHf>hq03$KQgCadSDk3dUNaEWOj)Ww%F{k6_~ERYh|C<}cnqtY4+k=0L@{|M`tl
zXe!>Nmu$Cg^K6#LO#G0W@EAuIsSgGCr^u;a#mdbZ7JY;XXd>ZG)T`jbCvfQ5NY>7f
zP?a?c>(p#K7n7J8I^KOh)fl5@9gx=B{(lG1W_Ua&^>TM-pyFa<X=UC^C6tBfZ-!nb
zXcp3Wj<dDxO@z(}yLsQWr=TCzZl-_he``xsE#Mc>8kndyqSPH(vzV#Qkk;507G^Vx
z0#*!7VBM3WG|>Vo0kJfBo0cK9Go3(>exfvTmn=ck+Wjt)`OiEzz!pFf51Jyo&#0bW
zJlK%pH0Z&D599?;>))6!#sKzD2KjZ_WcjwSFPk5~3p~eqgt${0mKIobn3Z-bYOisi
z^fd)2-1R->RfwaVV+@+9C}?o4sQ6&lJs+`4;sjPA?GX6%xLV)FhpgfrGyBVPdCEY6
z-IJ@Tem|b?m6bc<lNp#Xw=|5BTRRvH;I2ms%pM$DWBmD__<dTuOg!D}h2Qt9lnI7q
zueQ-P;#ORHdaN!~&B!i;$etv()dK2xOM*L=5_kceB8wu8keHw!7Amc>xwe1t0u~c+
za=#VDE=9*rb}L_wJNrR``l)b?@<QossNN7e5BYkmpL`VBRViPgz#-|#5gZETt)Wje
zu!?s0j~?SftS9M5D0$0ppG<~{+ERxe-QK*US^UbCeq!}^XhuKQENfXD){z~!!Ytrd
z_9&jGYWT44nh@gMF9O5P;?MJOpWXHCYWJ_aFV}N!*qy|`BddvV0bjzbqCLw|;}?&}
z<~5mWTyN6R<)KQ1b~6_~a8GDQ?uHyqaQzyf{cVlQa)aIdmKkass<EHUy=UQ?nvg)`
z&srxntSIY_1i&Zv%-<}51+uy__4>Rw=Pz7Dp~g<wrV92S=Cy&Eb~N|;sr3Fb$|sE0
zo|>Yel2n1@isSE{dsSK@T}O12p`7oj-~8~e){zQ+*TRZ9G~Yv7sjOQ?`T7yx+?7gn
z20Z()d#1NhSKOe{m#wp3ty#2Et_4VW4AnfUbS->>&lzf@7h<EWf?bZzXMJn@fR|sh
z{Yn(d9L;=xmozWp{}e{q$6gO1K+_>!kAEusU0f9F3~lTj)B1i(t|anC9m@T>b}%bb
zkm2pG&c*%DwRcY7FXmYnLX<!py)N0*6a>$ZG)a12dcB;;j~jw0U<1;{p+q)pF7kjU
zKzN=)kz}*7NVq<b=#DtpWd|_jMvj}BR;#Cf$1`|qMIf@Ol?7dzfA|8Pvlfe78v2F*
zegl$??X&M9H>E0xfB#73<Y8O%>s`z;WC~d0!O20ny3oWeLC_wW{~rkFb1^i#{~zs1
zAlj#ap1Kt`8KIei_00uLgReA{(oU20LeQ~l1r5S2r8kKj<mj(%JjtNlKTYT2n5;#X
zMnDKHCvA`-ue3k_&NPMIxs0~t&quv>e>{^OM^HC*v{w=e5eziEHRGgz4i2r9QGSs7
z`lrGlWTZ}>x7xj*3S?w*eT3`&Rdy<<Q2)HeILcOOf$L_dN9zQdjKf*QI^MeLP%4!~
zt60M<0(?2~s+vY6Zyd{C*XW@IyS!{7tQ{U2)_k-23eK@jY%;8~C<I-VDU=&nZ?MAh
zwZple2Q49wu9aALX!@kPZ953|mk{kg6;!a^I`~j;4-a`I$lCaC9BeNTaV^jrJU&^E
zrLRNCq+<m2D+$9t`ig=F42>v}!mcYjgR?{TB)(HUKB3R|y|wQk(<Kb%E#%yilwf+{
zGo_r@QJMxs%VA2JY!2J)b`}3h_J`1_xV<O>WyXU?q>3#!(?jor9`D*${^4wDTioyz
zE8<seC9LHFX<Io5#CrHD#4)N<@r1OAt4V+RX^S<EE=aVtZ)?0EN`rjluG^s_@;WaL
zK7enYV9FYW;T!%*FoEHySC2moGLG>pP%uB(P@4UBzvKeAVlXEfoZ1j&Gh+4kvRTv`
znF|o#)`Wd0RbERs=lfpiW8;^SW4KkHZ=+#xxpA!z3?S#>kFbb$z82wqG|G4%Q^Z=(
zpQBy^buuG(IMK-ITIv$4gDaQYf7|1-W_$jg7l_&<6HN~%PM3xTvSOi}=mX?Zp_3lf
zdpczpjD{b=<eh(bWLh33H2fFHbfGrTr#snH8bA!V9xjn+G~N&XxakJ(J#Ggkl;P~W
zHzH>`kY0zYMCIEr1LevB5ROGeG6harI0or#$^5@AIr#Id(I0Z6=3R4M)4+5o>A$3D
zFkTCUPy4C?8Bt~A-@}^S%Y8=?2g`MxC9u6{I&*BokBOOLEBR3l@|5i>G4GKg=G8gj
zjkB<VW9W2ZfyXtMl?URqwZ`P$bL%%Wm$(aOO`EF^x3FywOl~W?HA6T}3f%UnDB&6o
z{d_6(^XBiFO3e`M8HR>foQXji$f;dR>)3)G!v57)dxH>?8q(X(H${I&U2tkkAlHYy
zcmgENQ$cr-<2d)}TQ6aOPiN~m(b-ATBua-cQ9Zm!h9QKSvX!>hON@ZfOFX}|zlkop
z7j|Ps2Mmf0>Ow@(lMUc({8<xWvSbYEFn*K)lT#D8Barpx)Tw5v;$)6NXlwtUy6IGA
zxnW&0$@nt(?UP~9NB%Yr$Lp{J_o)3s=jVWvs8x=*tN5Nq?XnlmEsc)N<XHGYpT6wD
z;Iu<K^fZmbXz@Q4d?1SNVmKg^ajjBe;RXDP2V<+aM}4?FJAWWwNqlFXPxIk?dzNl-
z{YU<zcLq{ug+%QVhzUjp0WN`>D&93WDE!2Fj$7C?u>a)vVGPs&e851#JnY!A5DjLE
zkk*U~tiU_f;;~r<hKlGrvd9-n1n>NAs?57xSIQ$f(o*+lrG*n52QbGof{#FXr^yn>
zQXE;nbv6Ctp@r<GS;kFzZpsP*9hmZs(<dI&SKs_{EkdUcS92FP2*i}86GM#Ook1)?
zdE?&?Fr6Qt=X;xLDOL7$rU)04b(|Wlq7AN7R%4pflD;l@v9IfTG`Bk6CHncHY-<K#
zd;E8ufJx$|&upne6}Y?|)!S;~6?)}MaPE9Gabc$jr{$B%1%DiKakZp8`~l?|aRg<w
z+Jpx#-w)v&@xmu?o8*nA@3slzCLk(U=sLWbaYA0MluW_fypaKpY3^uoQ}bg0v;lEA
z`lw#;Yd4n35^Oks?1a2EwCBn;NCr;TR^tB*WdG>Y()<v5Nmm%L+A^M<yyyTSE=gGB
ziTSU6hh%^Em@uQ<zz0Ex{v!iJ#KF058I`4em-6EawZ|kz%%?qz!P`IYH(~X)3#{&(
zmzq|`d5Cu5HY|~zeYwI+j3b1rSR>{zINqmq*X9}Z_nQ~Jm*!@+eGsDG4z+`mx5SLV
zv2tRX{++&jW8+=WZseKf>$c!lFB&;W9H!B+z!drT+U}nUJ$>}lY|0I63{Gr+tQc!D
zqa;!o1=vA{t95V6@giasu?kf}{iLDV=bf^0{nEeFR(>FcXDm1aeO}T#osy~LlS(GI
zcC>T$tqGeQ%QC+v8&wx?ke?LI(Myosewj9u_FaBbuO~pm6SM<-Pa<r}k?41IOhy@m
z^4IrN2Dkcj|BtI4f5U%+;+!nzFO0i5urc|g$RXabH_`cYsK%B!xemcIb=mWk2#~n5
zmo<hh$M&q7U+zgcbKE(~^><*VbMi#lnC#JK1Yj_~^jzNHxfJ6e1mXqas0Nth1G5P^
z@)-5cZogX4{vEd}D_Vf;sQu^yVrh@TMCVaEXE~YXp!BSg?}eZ1B6#AU!Q9}D>(*ay
zi9ARrpBiW;BJfhL9@y|yyH+9;5aXMVz3qgszQ*F?r;x;z=nkRbWt+}ZI`|5h0!!n(
zYi0;>b*lvRM+>*y4u{_P!^s>5cLZ}&f3u$o_nI!~6!5)ivgnlb-64=_T>6d#3;-HR
z!b!-7ITfINMXf!`QH7lJAA#n{sIRkZJ7hcb9F%0?TjO&@q^L|`+y<JaLuSXN4JTDI
z3luDj%Ki8K${0m+hHV_h4<mP_;ENAl>ey_O%Tn^T4Qkh2>1{Y#vrh-KmCpT=+)3S7
zNQ>NyT7=DnlB6}IRX6fniG1d~zkMq0Jcrp@Xnvg}M66l$E#1fBQRSAZ{92F(_9bRL
z2MsZ&$)goLv|fb-)IToYuW>s^({aEH9jimU{CwszMGkL3?e#wK2^gFdCyn^<FqV~V
zR5qQ~moQv&Y0$4|Jxk93yB(Z$APe#SoV5ljqk8^XLypXzyG;>g2hQl#>e=$8sv7`y
z{Fe95+!kWK))@q)x2satNN1HY5$e7}V$=V^Mx_nlc9Aq{MEOpLZrp(n-P3MNpf0Gr
z`<Gu5agw&hk8*@s{e7)aeKuS)`%{77>x|gU?<jH*f1jYk|F*T9gl?G1f6SzX%Kwe0
z_|B4g3NJT%hB*84*gOEr>Wv8l-5lIqTO#vIHbxmv++9F#vHo8A?c9H2=c)d|`211!
z@Vsl^TtsmMU_0dm#jpI!io9FZCNQY=vIOmx(nzp+YuvND8h=O|`S*u9->hTXh{EQ}
ziT+W~ShErNx$B@HIDa%QXVgu5zR2sR0=LItF2Yw15EXZtbp|U__vOkm*|p#o7~A$y
zn#!;0o>M#dTwb$g(ZJVb0FB*0u8a#L3v~zam~jLkX3R@0QVQXcJ#$_UW<NLJuIEPM
zQ{{g|eBv8<yY&{Nus=4sez{NZT)dr)=D#ODrFp#J(BfB0A)XKh>6CSmlL3<D(Np^k
zMQgMCPWr~@h6L?Vg;bwkF(YXNa(nGpuGSQQMrZe`JsgZxy5#zx&J4KPE@>>s-EC+)
z&LtX24dRw!j*uS%J}>n2gNxn+D&54KJKDQ@h7XTTOOGT+S9=Q#RB8iF6Ej$<U<7i<
z{pOw>kS~Kc-`-h(Og(0jOb^&OZnQl9Q(@DM{E}NbIpI8d4szSj(#v}h#Fu6VY@wxJ
zCGeh!k3nV)m*!uCBV-udhH}me+guj`<03xbqp>Rn<9GTrIhg<wb|4jhEda0P=_#jX
zCrM1oES$!59fn8D<vFJkkY%ILr%Oa$H%oV$My-DK*G>mw+S?NKKf|@iJ@Bc670G|d
z9i9L!NNcrqO`m~K>2g1A`qq>L@H4z0Gb0DzXX_CR3OwpVCX%68nYCP$mGFY7xFjFu
z_)p15=>onMPBNv=qJJeqLjm7y6(tg5I5zf<t`20pOf1v1ZYJHNmKUxUlg5d<!pOkP
z;}g^)%`mY2;;r{wBPNt}c=&hxQ=rv@HV&F+y>M^?Bu+N9t89-!$_2HhHQFP__M5Bx
zRBF3CN&3K*6x*DSKbd0yxp6(9?nNi*>a@lVtqX5?Ao!u5Au$;3yq8&qOBAG-jm`?%
z6l7f`CzBJey1;GO%kL{V8buoysy)B)S%th@nz^mMJQR$Qz_Vpv>VY%tMbc<hIP0s@
zcjRzBFD7R?K~<8NZijaL<QC_=VYl?B!dj8~(IHXb`b6w$;p5zoV8E>oU&HblEgCD<
zaJWqSz-5>v$2#!)T>vo68K^IS*Dr3DnBv|<pg##>yv4#W+{_wR4Q`HRRYO(0Csayg
z1?N&^HKfM8J8|Li+O038Gg+sj;PKWi01B|or0)2(5IpTpE&J0M95MK_5SCfuz$`;k
z3dAlKjQ4|e2@U-rDy2Q|fN52j*Ks{IgcW$ib|sK-)u7;2{j2fAb7ly;sSgtK{y=w8
z=ml39=HH$L;z(tqD0Gc7@&g#JJsBNo$U$LpjNJPBOEt;0+=<3YvxYafheZNT=hSlf
zD}hSc%P1I*K-HTztaSo)L^;88FxO)qYS|))g!V^4gg^*qX>V~PF$<Cl*;aei+{k!*
zRz4TG{~Eb#t)O!0U#hrKplJhg3Q@=frFK=|U&&;0pE5YEyL&hjskb(;(iY%S3>jej
z{d&bDXB~XrK}Xf*3G=?0@A7j@B*9v|D1<DXzx@PP21N&#C!uFjM1v}54m*-H6PZ0^
zZZ7jz{*_yPPg*8xYsI^hb!2Ji0zUg3E7v%fZbsT;#}p~k2YTDgPcjDOaW^VDym_fi
zy9Jc19#3;uAR+Ohu~vWPhTE!{?QhHvl1s-N%xu}#dYYx#3ZyBMxND?D?5%<y;()-p
zZva(IhBv6VIyIATh#uv@%c_@YFEvbiDM~^m2VwA3d!OXQ)R4p=7h--=jY>b&TVPTM
zdc;*3jVLvcWF4Ns@rlv1q_oQz-}-81ez|Mr0o&`-Hc|V3D$I<-WSAk}DE;iNk(4>;
z=ezofyAIC)#{3*J6;>M$^653r-caMneBjKbG5Sd*ro^{e;>>P}bn8;wD)h{fO2n^g
zgCX7{;P5d>j~~x^8Fn^^42}Pi11Gv`@ws~=#zw6DH4clwfAwwS1b=M2J7dVrIy#LT
zf*fZLrP9xEUso?EZ8$Z%5Wep^JnUb(TBXKF*hV~rquX5O+9p`P?<P%?hl$F6ap$6(
zKJ%O#su2AI)gD`e)%0e9dw$Ch(Uu!6GRS3>Y@(95P?e+W-krEz@`HX9E2_lkJ$pwY
zQ5W1cr~xxbh$jIReUr_B+kV;bp_#hpX23Boj5kCKygdukBHFwE3pFWqb7damo5Y8=
z3s#7;dHNU5kK|bH^@|9c@ya#h4E?vlb*+7vcbLTLS}Ot@e|!FHE?#W3Tz{1$=LuQ4
zHl0~-M&z|9ul>V3AYZKzBwrmyL_@?a_EMhKm*}$}k>Vb)!1lGzS1F{p9XDgN1Ea*&
z@Dm3#ey9N!8|zoI4~P%m)seWd*1z_Vd+3`YaIN$RtVuZ%#EahH2}(H3^(|UHF8w~U
z3L%18FLj36azK*@r{~f?ukz+d4)O_UM&iC1SQjVmk;lMINh-g73_eKb&qjr;!My1;
z^d4hM^C4Wr9KCa(+2Ie`*&LU|<`ds9_0f`kF*IM_NIfM6D90YJOv8w}&z2P_vW}&a
zM;GPPNx~Vo8=}BZX%H_?X)14j;fQzohQ)2K82;BC&Z%EI-n7%g&&g%#QVR5hvfwiP
z^8RY#pi#2Fo+c<6UZ#+8%^uQz$oKcW<uWUCcJbJQ{Z)%_Upa0*^lyACYRlsm3s((q
zamVFCcc1$_h~8pjK&JL=nkh*4vz7fK2!B?st%tBB?ku%;CQ*^-GmN@tOdK5Ek|DRM
z2&qVkj%;vODh4lQ*t8Q+eQ~9=;iR%w8$!TzKtyu$vV|NQB<D8x^v_wmUjicSULtCM
zT8*XYAZK_610Rk-^^ZUw+WuA=ab<lXB&4BQ0;WPF_|7;d>$we(R+MUO55F_|$`>ec
z1bEn$ly4s->VuK3MI~XC-u1b_!0J#q@wa6PgERBVw_1iEnu5y^N2;6}LAw>_$pSjx
zHi$3HZ0pu<b|ils2z(nmt{f%8OZSM4{o@l<fN#~0HRMa_vfc`8ya2<XW<`mBr&YJl
zxBWxEZn4cDYl`NA_o4JhZ@1e51DvB$?;WYPZs}AOE}aAD)*;u>fNPx#qheW97LO2^
zD+It(oJ-%NLyZFzAjO#Bu&_KQ&}g9lV%p&2HFSR}JPB-0PuBXWu#k?fw-;~k+g~&_
zhAZpI*UtkW@o#x{Gei}D<w(U?2$d`c?D>F{!x7|DM1D2z_<{`qC$amnkcYj++0eGB
z6M7Z`HCPHBv#c(DPc7S-_!qe6C;BPfcf6yia$6D%C$OX^CFb%QZ<L4!G=juCS2r=2
zG;HfDdGPSU;YMBXoN+%DJj-EQ$}5Bvgv?j7F$3t6J}6dG6U;2-@<gIomEObI7@cN1
z0%x7xqZBJWm$jy9r7Vxqq-z@;X$0{pI|zOWw!^P-SZcQFJ}4s~80Gc12W&N{g9V-z
zFkvrghTJ=oY-P!|m%KEaxw4~`HUUEji@Y`BNr-6h`DU<zJFbEUJ#LY=LNF%iHbxar
zSixrKt&{rE$O(C4S_$MrgzEK_>%Ht<7{S;f*9Fn0qh1<|@(*iEekFU=4JJzV9!?UO
zP%2+K?i`8;w3m3;Nkhlu-p~4W`N2|cEuCW6g3upP#utIH;I2=M&hinn^ZM0qsMQfy
z8po9no6b|8i#1u1?z5`!N8o;cBHsv+*BReq&J*L!RGT#9=QNbY*&+jOhoCc$#1{#U
z&zDDwRxjKYy8|4g=bx6~Uu4?b(FeD>em~CBRB20>I^cBACEKr7dotNTHRKO5`T>ru
zuY&}138}Fc>Yj~m4<UrC$Ncp{HZS@svNW3Iu{)jr&U*3Nk2R&|mc+o`HJoUns!2n)
zWpq=nEKvDtNr?^ZNwxNer!z<+7ApdlBB#lznTTjhkCVJ*yU?KUIchp;+z&YfXBGYE
zD@=wHW%B+~Yz8Ff%s;#QR5m!NcBiKN?RN^}GI_N~v2&ScOZ^4JiS<?|XlI44tDW*)
zHb0alw-?m`&MD#l_+Gp924j$!_po3IPICTLX2A}A<S_BIiVwty2*FaUwdmzpz3Jiy
z;JppT9(dW5&lqegj?Ob&V;_UBxPH4*JOgv?eBPk@FrRy;zMncbHBr@O*8^;g>W&tR
zkS_hTS51sONH%*exu*6sS*P2?*T#`o&yaE4-a&GgGwC?DK%|jiet(q@Ku05w5R%EC
zqOjw`!Iz`sbtR#Ue~NId{?=^hBW+@w^h7C8cp{Jo4MyIH5;8na*A2h(T@8@UvfUqG
z^9{w#Cn|=gvYx>ySq4PKlLLy$){6S-Hq9ysqRmo*GBcS%s72p#R6PSR5RSH4PFVDN
zKI%otJ3)_4P368WE^nwVey}=(@S@y#(1W4{?}PZ<T684>N1N|YM2VQP3n)**9Jz5R
z7Lv_hb+MxJ=k4;aP`WKLbX|47`me4mb>XJ3<SIDf*K<<!3UgQRap-DBtgYqLS7u|S
z1o=$elAMf-p-48Qp1mX|OKBE)h`mudsZ-D3mF0$>k3F+MCvm|*QAOyDV_keD!Yh-j
zlm6;A^h8ely^<>2<nd&Ee|jM6^aF=e>8nw)td>SK;#g+WSOVJ2Ro*lhe1iBcEjX|i
zv{MhL5jhv^a?7`K;V-{`l)^Zk#I<?;6jOiA06b-CrUm}Lm^)HMs=S*ckJBQyab1~K
z4s$IaczvMicsv!-`k!Q45zc9mdL~~fJ-DU@`!LyU<3#M@?y4?HZ`%WAG)GdeBseH-
z9MLAFCDF?qjP3$Dss}$GI3A-El9p$a)LHm_sg~d$LTVd06IprCxCE`lb3h~$nh-~o
zVbuPFPJ8}TI8&;>pj@oGFYi>fYjVx!T%Aad<|=(w@yo0DV5O1UT<}n@tgRNg4)t!%
z5;oiSlePB{8ho3U0MujMrkZ|b!i3A^S--g#5!G7P*a|Q?37>XKdHFJa-)nG^A;KMw
zm$mv!0SJe=`qT!L^X?md{rtBvhL1Qs3Eo}}+PiKE@^<I>b)~%%CyIP=Yn&=doPxXp
zD2P01Im<QbG2OERP6HF&5GI$!D(-RIKX3(VYEOOaR>6hO6^uo4{rcvPK1qaJ?lCvo
z>?H546d7E8HisxUS@hkPx-<0kmE-2>c!<mlq&WN>$n5G5ibFIG4k}-7>Y05kcRR`d
zlzCf}&YumsqW9jMcciH6+qq20cI+*WRY6;3+zZkh-uv1<ZwF9UGvBZLNL|m^VY2ug
z@I%v21^1iS0@8cU_^C^DcFv0NTO0^ongB0qJZjZdnGz(YYW7&cW7&m^jar$rApBSN
zde+9te-p4$Og<r%)Ny6fmgwK!!NufXJ=eFIe?-*v6wZ^h@J7_b4M2(VA0ZfYL~STk
zu;nw5gX=V3iy-#&a>}ThJc>*RZ|BhotAUC;Jk{EIiRxJI^&Bso{j;+1QaCiKAqU}%
zWW6OE%Ij8oOfc;uD^EprUtYp4d$=^<Ce8tG+DZHQPxFxB5%5Z|#Gt9+Zu$3gZbXTE
zCvJaUB8}?FmhOU!5}RIw3{?Y6TZG1+TObF1{16<C$UU1P^Adp0?C^{AdtE#{1-2cK
zkXt&zfcY7mNom0eRRT!yod&iRA#bRppq&10{Akt*ZYb_|2Cma;X&lZ0zdX%aD>ubg
zzx1M#p6Ele!dKa=ObN(<>X?%A5dPRqyukZusA~m49<L!}9U^k`?uA=s@>&GQa+5-b
zX~r^ohwo1XUf-Q)>h^i376UkInroKJR)a6A-c=o05ZHlViaGw2!I$;fNeVh6p&#1O
z#4p6U<_4f5-iXhI?X;mZ1o?wPb7F*2(kxCi9|J%}w+r%I$WSi=oqsug;Lp?JS5N9Z
z<J01<1T{6yh;VJFFaJwU=Pw5H)HhXbJvs2>w%*~mqYYDWkMCUGyXR^{sg}~d6;`>^
zvB$Pbtryw8f0akRq8nx0po0{gGwDg@=_UerifJ`*v2qs>uXkD9i;Vkhq#w2Icn|O`
zK^vq^fonxFrRetV1@?J^CoRsJ<28llS!Sy3@F9}rfmo+E41Pm`#~k&EGpwWtbprT{
z=#X^dj&#(95&5|m%^DAL7pMW8(^)f&N)~lndhvi2kuQ8w5d4NSmmO~ehSy+D&^bK@
zE#iV);yFtwsKOe@DhUxr(t6e!OeycD!WK|H@y-FqGT$PtD9;2<dx1eOs#(0^SL`PD
zlP>aTJ5$Gh9QAz0&q>(!$C}%=cym4D;Cmk9ur0zJIE{#R->fEaOHpXTJaV$E=u#z&
zmd(eHK)(2-R|;JbACZ;+W!csPQ^9t#@M)!NsrIc(d5COY_G_}bxSiKC5>dxniVXin
zb@dC}>Gb3Ai`BO0@9XNhv%sRb0slG5-WTVtAXc{T2Mi2pO-eL2FTmzef8o9GOsxsW
zrq-9-n3WLH-kMOGL$0gQGoz>p-#$va^2(L{f^Srk=3e~8hNs3ilPyVbCFkMS?P{o|
z?O_wU62HLt_+Yeq+VCkc?`UC2CKMpqOA%mrT3T{>?zJ=Q-(Dj2(tpH7R_~{_)U4BU
z@`LBa<>`gKSE_(Q5=5{f>mB7^dSKzJ>zQeTa`f0R`rrkl-=B;5-`cTHBH0CYUk$yx
zry6=EY>JqtKL8KF;fTXGYw<vU$Go6{KM0(FKG$Woa7KJdOcaiGe9_&0Amq6e?=boR
z*yvgcLpML3OtxE(eh2(8ay>I{9Qn6e{(*Ni^`6J@!3Ya1f5mzBtwD9N|7#Jcm8u?6
zW`L^iSu1(Z`wQG{?U-m{kYN>L+-X#PfR6-mp$n0_SO?R8J}us|bCy8)UsENHQb1k9
z!*b`2!>f_Gj4xo$Yp8>;GdN!srP2YA-<KJtZ2VS6Taiy@bU*G(s^p8S^T?$u@>*~A
zy|<*7>LkdA*h`yeR4@L4S5_4y@#2dl(Z0zH%BN|P5{M+e7!djBvkfjXf)V&c2eRPy
z<_Y#u+g@OHA*tx7Ycc<cwGx}{8-CGK?cCk$B*DqGrZv?(W!asmwFC15rz1)Kt~=Rj
zh0=9AHe!{^Mh``Bx#u(ioJBP)U<3NiDpc8frK#jw4m@P>Vf*N*>Z`+Ud7VefBTt^9
z=<`dAebfqR)ViVC{l~99*-`D*^B0}GFUVI5M^07|`?<x0g#InuF}ggVI-vE?GQVxO
zifU6VvOFHNTj`yxHt9ss3AKA5cC+%lx3=Y!S=a&c;^s8yl`mj+n@GlXDge6~OwKF+
z@odV6+>gVUe}R~!;fU+o0)GEui0thIRt=>1?JBWx;s3KGwyC9xNs7}G7JKE5;xMbj
zrfu>=LLJEz{iUtM;Q+N_g@^+<<XldWH|BI65L*VC8ahIJZqP|a#vu^c9|CFW9R112
zfJzIuKBT|D%!9j*$zsiL<Q>NZRJ5i~R;FV1vt+<d+eH=+7@rtCwQWhnO4DCb(&cQm
zb_Zs094ZYpe}MaU<7VGHKhlmYtsvlt^|eGIR(~luG}^qkG4LO$?i6~*HQQdT!+_l@
z^Pn;!WnmG>z;_m9N?rlJ6s5s{Ly3-dy8xWR;2GFsH09K(Z|9~B!EI?V8O~HXz#7SK
zC>FLZ=Y|ijpIau=j0{ZpS8-^0k6K)M!O|@)6RIOe3a^(WjgQ&^s7f2MSS6>*-pn4y
z;TeC_nr!eLfy5VZ{^y4tNhjXPJl@yIWq45KedV^De<i2@fdkT11)n`7Z!4Z~^Nqan
zk{Ep3Q41GiM*23lzcKOf+Wmhk*9yM)XE{bqt`Oe}gFlnJ^L|(!xsU=#$hZ|7GVsih
zSZ3Td-L5@LHI~1q%yE4y8YH;K;o0D}5DT3mKkQxwK8FP<m)(h8ST#rat`8tq&UMVK
z;~1gb>OB37MqteP;7bkCM@G8)eo(5tO1p$43XJi(G7dVh#hDD|U*&P0zwFzpZAaW&
zpCcqKS>AFu$}^8v#B@Q41Z}Zv2Xut!0+Fxe>p=$E=Jgc8;EXIFa?if{XscCZGyU4#
zCqeDhPSX3S0E1j8j`VCiIi?5rbGML?ND-i!HVAoczk0Z%-n8||z?3;D@e?}B?ix|A
zeRovb=LGZR+6?1a`5*o(_1iYhIA@6^h#R*<Q?TrLS4Ka=#qOZJUhe6r&43Se_nyJT
zCzm;S)A_}{=B~-UfV4W)nEmN|!A;&Un4bqvO?f$93E5Ii3+B4!R=&F0DvbRW{@l(Y
zF!`O2vh6*dW8=U*O7kofGoUv%U^;4R07lZ4qivF!(uLV0xgYq#7b7{R7ODVkc#%bG
zozg!wwa*Ihzjgrv?+@!o2*|4IUXQa6;`p;>_!sg`!l*CSx-V<-AAEwZ`-D4VlkHF_
z=eSI;`N1!Ve}?!Ev&Z~^xhoMHx{ULd=#v?P6YrfLBlgW~mP8MJoso^Wwgr)8Wnj|n
zzq23e@t>+ujcNpZE)Nt4#y38S<-VKs`fqegifn5b+L43vZ)M>-oJB;E8TYDc(<Z~6
zKjzGgHG4XKe-a+f?UQ-*J+CM*LiXapq7t;CT=|D&@?7Y)eg+t~wYd$nNKEOUoSo71
z3@)z4$l>#c^h)59Pq$2wiL@eDC-nMH-`*<Mh!ddhV87j>@@FwWnmKpng2Z1OApDMA
zW&%j#n|0EZj<Fv#71u)L7oo0Gd7#uAVca1g$CpT|rp<*$@UrKz%%1Qgjc1r`@=Ajl
zKLqexH^Bw3-$ft?oMr7L2QD%H?pfZuFKKL~4W1$0Gkv>AVsX2tnRO3{FsdJSG48QZ
zE0>=I$AQHS{m_)tv1X1i<jNIZoY|v{WflLnyZ#tkBKI>y8jn8l2e;ZMTm4C|A36Y(
z=Lsy<gE8x3P=fmq(06amPD~)GSD@I_6?I;N$KihtkB=?FZv1KUC3WTIePEx-<84!K
zi<NFJiikbDbnkt50>Gw+u*GiaY~UZy*c)v(sT6l@^FM|kKB;yWBYB_$>$Dad!mc8=
zHqD8CDr7u$i99s{V~^+gJ3T0Xxr8|=c07o&jce_T@Z!mLwog@)L%?wdKB8qouXLA0
zN$utx*v;=^Xd0RvMcHTM%x=jkil`s~hB26)OVM9l4-J=-+b-abfo&76PijqKf$5}r
zKZ!D|MzltvwO{<_5a(xI3q%)ZC4?Abyxvd*p*gbM*7xdd*UI8DnGdF$_&4^zpnP~L
zV)B>AX(el2<3Qo!CD&gGZ&M`V`CEsd3QGQe;$pxhS=+h}$eTbdQq-f#LCtAZ3<hd~
zD(}<-37p+1HAfEL9;cRV9~K|Uyq8Cc2yPa?3Y5^aHK-S!nv@ZmtO0G@X8BzrsJaHV
zLqFpOHaq3f{;mrNB{@AlUYrYe!>wKYzlLJA>n8p=|Dz(os6Iu)MsLgL`{nEZ-^wn?
zI6@oKSFn<E(F&8|RSjM}gJfMb_u3WeGy)kzpo(vNx4LveJ{nC<4T`Id-1x_GZNtId
z6(d{&YGU8cw*wnMeXl$kz)>T3iyMHrUtjHom}@X&X}Bv|Z<+ZRSUf$oH)ax_y@~#9
ziuIbkByE5vHu+v_U}}Fw1m~Si5j_C*uCr+<DoGejZ+2;fnohC*F$}Tu9Jq<U)4~_S
zPNbGn;B;cviZ0^cH6ZYcyi%8CetmZ)C1Gmjd0M_B0auDWuv(tyAN0Qy)i{B{qkKEH
z(*aac%NN~;3^^^b{IOB<g0n2Yn-PgP<T@{6ZX75vXj|jTIW<UKM~x`O>lZ6O;ywR`
zwIx#FEq!x;^>f3{9CA%&aUaggbz{v2G|$N+)?Is?!ykrhu&*P`Eic^^%{Gd55tI~{
zb;3;7Oh3E+RJch^-1dI>UVL>IY4|}SnGMK<Jzci~S>G4UO%D7Jq`PWBYI1b?ZHdXy
zRQ|3a6(6q8EzxlM!nM*B&cX+VHd9)eB9GL55ET~q^_;jg^YTxHBsfhKxYSrfKkhgM
zl7Ww^qD>2N8-F7hGmNMNe=5|?kjrT@0y(><qkJco72;LsCSpvw#=@tJI0dn5RstDe
zK`<u5jgh``Z#24fc>pwBlvzyZk{JqfC%aXcQzi+vR(ZY^qt}}rQ_~?5RR};ANhA6<
zD}(`+9R@skpmW*<Cb-TsS>Aov>r)c8$Xn|${-;7T{qxiz&a1IYom$bus}Os})Hd2N
z_;^!i|IH)zc_sm%J$pnCx&*DB`JK2<`b^s<BEpBgLP!qJ^w1_uIYle%oOHB$wI!aT
zE7@@z-owm_1jlL9jvH$v*}VrK#feX>l1>0Im1F()S-c>|fgXm4bt@jk4Zd8{H@Pnk
z{v_6lyqoPiC+iTGZrXDx5_dg;V8RjEvhYfuK<z1I6DX>Q=4dd{zB(-rx!=hYg^Ex*
zO~nshf6`c3ZP3a(MK=f7t{c13V7+`xeyX_%YgzsN8K9P03*A}j@NeGko_A2^Ppj+?
z$xY8)MCTXPwFV*PcdfCX&bKunwSl_c)qd}h;%-NaQ5>y0bI|Le*ZaYpU6ku>R|Y<r
zLT!)wfVB`fa%r}rv$;-x&G@dvvyC|i@$yWlb#l(0u+z7~?uY+W*p1cVwr||`y&F)J
z5?HjNOy}5SIdwzT?(zrX^mya)E1<rq7+>mR%I1P*I2T<2*=Zvl+~z0E5{FCm#Ljab
zh@m7p2yYQiMFo7J>KToH#3^H~b0Xr$)1*?;v-yP1i<QhsQj)2i)}Ga?Pfg10Y2u+7
z(%S{Xu8_D3_*vOpH0AFG01L828D;qMy=A%Q-hcdv7o@VL=;jbsy_?)!AaTv6ZMT$M
zG5llkp9<nypUhn$vJE`sP3}V87cnYzv$!6>(w36=>(<#n>PQ#G&g*gH<YtM|=PSgq
z(<EJGr1MztrH9-cd3<>8qQyGwY-c#>K>wBFoRoP)u}>NR3`wuM{QZF+PAF8#k^>W!
zYo*Aq=F$gOWd;Z_Punk)u&cL#T800bz=)2lf4;-X{8GarL3K5CAhvA1;V)8po3rmP
z4*d&6)%mRHVYJ>=n=EaQPWC*~!r=fMzjFDo&t>QORf`hJm>Zc$wqND+yMs1a^YA`%
znrQ1)03Dv)RnXAkZ5HJntGsMF3htblBY*kMD=Xcup9*E)>~ecdRxX*TcK-s|!c;z(
z1Irlm_;%r~o)LSQ>h=bpf4z5C8SWNq1GTq<Q_<R4&JjwiK6(RCJZ*}IlHBs-8tnvL
z6I%8Q?f0v?a3u7FFJA@S%FTn;+T>q~xqKYWUbZP`hqI533jP*VK#Z~1zc_C_<<$BD
zs$u4{!c19lJ*&L!>x0`z)tE_AmqC+S6I1)%f?=<CUOT1wOD~oGLw`>I)=Pfy<7x~^
zeNE+6I}cO?P^_21L@AM9xnxad_NL2Cd&$9*FQE2c9L25az{`_SYFdm`KBF!3!|N(L
zyk0abdChM!=>olqHWu|iQgwm1>|R9ZK@aDtyji&hN8@ci?Wcl<0B!9$v6`rNu_#=I
zJ#k)qYbB=dP7p-U!&=j8&b-%l9^XdYbNw8_h;yePUD860l-iiabeiGl!)K4d&%-t`
zM*JB&LNGAoQDqN0E8G0COI`u!v9_<68z|zr+MyQ`7D1DjSbwakrdK=I>5AE%7Xsd!
z<R-rhUkpXKmNZp!HjLr{QG}BYwhWyHYub1nDmfRAgHN5}QvFjQrhf5@@!MMaNR3Zk
zS#Lg&?(LqQ#PIc=b`yjKgnQ0je~!&e)eYMM#Pd-;VCH`N+R>IJEcpcY<(coFl%%%e
zJMKJ-`>+fk#_&B>*^DPO7+bp_oz%^=YH(e!gQ{B$7h^u*+_4{jw<A=(i%@O7rbthM
z<~DtlwQEMM<TY0z16gd_Z_d4t&#v?%m_%^k_zRv+zq}xh%t4)-zqhadF)2ybjt<+U
z_AxUDky6#9lKJM?{8ItD@Yy~if)zDfD>UII94<Xc4CLTmm{8}kCaiU30(AG7r@S&#
z&xAD|f5!^I=<M-`h+0hH!)ftnT+95FCh3inz{;`kN2Km&wvt^@1b(^a3p=m?3)(Ot
ztEatcfycWprgts9T8b{Z^-g;}CrCnDi$kUW0!WmieQSS9u*N+$WkzDJG{(vdmZb%<
zm&#Z_^zYA`nY$3Zh@~PTxi*^ME#;LPo~mEyo6}=3h87(#w^wm3y^9bl+ZH(}ZV5Qi
zj+ZtSE(KkPvW1F>l;+GQI2&2<D9}cG<Swt48;A$Cdc!5U5e^b_>51u*A8^bD3i0kd
zu2R7IJSi=9IeGyp?nQYU;;T(eG|7FT+pfX~XaNf#>EuPPYfcn)P2xYn6R+tGnJmvr
z2#(TK+zek7DG0U%>^1#DNy=muLg`@*)d+Z5v(bou27y(~lbwqiMsdsVZEX0$ATK)9
zdq3J2c)l#XsN{YGD?I3CO+icO+3<7s*0DqZmva3#>$Qp%Q*?URN!WX#QShuVaa;q*
z=Z`ikBK{nsmT3jx%MPCFi8)QGer4kP+PfP_B@gmQYmL&rmMs!{Y>8N?uo{(hHy)jM
z+xQ3I7F^HJoPeo{)+dxwW@WQH8~WPjjh8|m%<0OadM#fjoA3IJ$pUp!kITE^s*E7R
ziD6izUf-;_6UabtC^>cE;_=1m(uRoM#*9}7Xk=JO?P<;Tb#d*_AA7nnc;CI;7){tl
zg;n@7^kx$>2IH+I*KMfl>ybx*S#s*^{8h6c2E8D2DeQZfHUwyr$0AgxOdgRT{%T>?
zE^r?tRqI*SY#FyS|F|NEc7TzscEQ662UeK<RM>C+0_?kjU!+XL-(RTIEH~E7zTa>?
zmk!kD=b3@8gb>GmYR_!49Xx`KemKcl$-EB`>*7S+R{|wv*1j+ewZ0kPxg-w2Xp%-t
z2G%p8sibFXh5ePpyIkMFUycTCQ93{TWquEC6OS$fX(==6ItCE#T+zWv-+@!Z{2iya
zy^clTaN9sk1;F{ZDZc&e$@~@E5&oR%SFKXF-!JaExOswD8TjN)LwXCrD0$ho1$pqV
zvO?$YjgeimawC*oDb}4_`4K7PpB_eC@NgdfwFu#8@Z3ZEOpd-~Z7;hH_a1O1uSI+?
zO`>IY);Xr}KfS<PrF>sBW5k*YQ<`1(1$~iwvVlo$-t4Pn@R_`k!HY^yaa-;N*un$V
z$5dyLB49$Zb*mFp<^I{$Z>jmsM$?CMU#D_Ku{%L#MIlO@o+F531#HhmissH(dqmcy
zs|1soEZ^n44<8@Pyu{D%>lC3KsULgTcURtnFArys;QP*)9@cn^3sz?iujG=p=D_Uh
z<aKI2D;j%5hPJ<UWcKx^SG>=Z*IMb||L#wTiBrQd$^*<Wek9hL)1Y8e>|Xcpe5T=;
zr9nkByUx9*mgo1_yZ}ERk4WZz+lEZRF;ZmDOV28Lkw9E}I5Z478{vAo@_Wd~sQt<-
zxK5;K0e$AxoyyLAfQ2c^(tHyRc4G-xjqhI}qIRzYE*mP-a(bUXaM}mO!|CLJlrvRZ
zED-L;%DyI^i()<&62C+S=xGJfC<xNFJumuMPYl6w0EwjOw*1_(hin|%(zJ|39j#pR
zUJ^_tTsExzgZ(DMh#3d$-g6(lue62(ae2*B)aK?<L0nfaQ3$h_HZ>1-w56c-LQl>&
z-)W`fZ5Dskpk!^(J!y#^WU71@bn8u$s}dt1?7Wz!e~Om#*|K{fU!}RiPXS`xR?>bq
z84cPCdccPTKNW7FUvhrm=9K_C!mUS>_=u&VY2=!_b8{kylT3Rt0W4a7#g|h|4&A0z
z89M<Z%}m!Z9_lT9(*xW`o`2fbHU~{=$T=+$t9Zv3!`0~9&C8ZmNYn+G3J!HD{?I8&
zp|nG^;&`D@ZG1izDw9!@Wa1gZbzNuhpiTW!&7irbduAm@KuF)$+mZJRujko{Q+HHB
z6h)mpdY;-_6PA2S;(zj8eQyJgon~l<Hg76=k&``9nL8p&n^w{k8rX->2i)PTpuUV*
z+*avPova!6+jhz_2;e)LC*MrF{yY@I&*epbeorga*d2nOwHKG4%Qe_Z*83m`Y3M)M
z5_bQ+$vnd8ZHK9IjCjEB_wbOSX9w7G%@PrOpx_%n;U-MEx=!L?2c8$pIG<M{Do~ME
zCVZ6FoXOm0fdhLIdH!dGCBU(sM*(>M!7Q3UZZF>7E92t%m9<bMDr~zDY%Px1F%b<^
zI+=dN1!r8JndBK!w1ev1{=g?{j|nS$9vI@*oQ}4*Y5|O|*L{2KcCFd6Td(+t`Az)%
zmc#{E1ZXSM@Tf4;Q&kBLz)*3d@kV9<M+UkgK*h-FS;8dvxy<Q}`l7<uvAiXqk~0Cj
zcE;fnR0kA)*tw`{Z&>dkQ6LwiY#qY}E90KxYw!lUX@9SBuPt0N3#&W)@2Kb-fT<nT
zS$&^-68GNtI+s+Rek>5MedVqG92bvA!1vf%s1tqH_Uc9mNA!DVqw5@BHU?rn+Owk=
z_5^tT%Ce>$H3kHtc*SUqePbC3rBOPGnV~-w;%XgLFCiqh0vpy~+hsDG^jA|NWJaST
z4<2W@W~1tMi)(xdSki7b?fP+6tpYg7Ci!#<eS_B(qYyb@TAJ35I(ucTpc}#p_Ka>n
zrUmo#MdyFs_xNAhE4lUr0ym961m}kpp%XZsvNFUz8TK!*N}#Tl%i?tmMRgoC^&ZgJ
z)iYVQDkpAEmvpDfjwavqIHlu+rc<O{*-K%2M{Kw3TXlV3m>-aT+g}Ann?T$Mee<T<
z<Dgh4Z&OwvsH6C)F5CU8ANY5(xvtK~UYHxM-z(Nr1y=SJXE24P8^hmhQ%%lxDOw5C
z{Ud|tSK(%u99Zht;XKrF;TTLw$l@Hr?OjazF-YVpRYm`L#s-|2W77v*TBFeg(myC|
zX2hejV#Tb*59^U(vLu-xnc|_@NvVA?C$Ed~c2`kr8&c7J3Mh2K$wo(sfxzt+ZU|1A
zx4f)!T=LavUz*YiHkEhT_wX$MlTO8WjN3wrbk~)n|D${~z*fk~Eem6uDB>Or%rY4R
zACPs-v`*jf3cHjWERqbfubVQh&aw8Y<vssfiF<K#52V_=#elR?I59z|0aY)mFiQul
zDJj^7`Z1Eyu(tV&(v}Ov-8BH<7y@I?mh$ys%XayAL`JRUr3G1l|KYJV4k3#QObS<^
zF=3O+h%6b%N`yGABthF}w&Do&pOA(=54Iy;VyTp83lK!FyXV%sH#;(JY5j>17z{S|
z)he+XO7WZNH4aS>*ZSlL#?lI(oAF%y4)CSym2FAaBYM{nfM3W>#$EF=4?PaG-_O@u
zo=k4=`@ZfoU3f<rXOCaPEz0LGm;J6jJw}KxI>$kHz{Ou#w368S8NuFk4b?hs$P2i@
zpgixwIkgn;H;#8T7X}yHZW+&YIiBiZPbD^^lD7a3C#nAPmG#Ow#M{TP*Q?3CB>#J9
zaN8^Zi7i!_z1<%LRNX7-dJBIxQ%sBu$`gFQTsvU(ARG4rdur2Te+gA6#WkoaW@#vu
z36mvGcX{8yDWXMt4mB8K(9c4b&x|fvP=db#R>SdK^@~?hLp>rLhBGy`3w6Q9Ja<HR
zd0<5!LmmZ&3wO_NpJ&TrysAp0uTHTaF_c2`cz^ZXC7CF*+YceMqxWpDdSd<pG&f!I
zsljAN{V$`PH8nNoJbvlJ#zu4BS!o*wGoexTpi7SWQUz2<P4sW6Leieeyr-pkvb&I@
zM#!6e*pHn6{~j&*L}P`x;L5&Pa~cLCZvRw}SWG)wgv&q&SVa1M%&>29r}!fa7?G?;
zcjhl)A(HDqOm1;hPjS@l<8mj4MJ7N$hDfFaKfkY}WKs$m`eoPqg$*yMk75qulp;!y
z6h_qqZVZb3;*jVPYz`0|6wCeP&C-}RnzE`vt3D<WZVObZ-5T^u#6QAL3^6BYo|HQt
zogR4~vx)I0wpmwqYUO5rF}lH{+C)>?T41MSMto{dP{O0#B6v9JRR2<JY<}vL`yKWS
zu@l&Ck(_@^Z3Oro9c}u&PBTMe>Q;W+-QB<+jS`nKT%uMfNPM`fZYOGP=dOQj*)5i<
zhrR;2c0)0}ej!(>SxLpu3D)t&+<4E<#rR+@9dkO~Eb#Ar7Jyk}_~Wm9_MwZLP$gwU
z3zdP5Aw0+m;)dJO<?S2GiOf0H7zO3=pEQ_*inchsHtLQKDuxfe#mg~l(!bpiX--$-
z_#gg#z|Dpd5`Pe`1psOmGqnR43GI5ZFYSSLX%<WG&I3IEr@}@h6QS#*C5PDJ5O4B^
z@pd7QIo2*`tZGNIx7?`$JM%c0EQ^>Y0eJaUY0}aV$OANM87viEoMGWTHq3sXuG#Ra
z7VP@ql#L7RXHGTNqzKYT>ji+S&>(lB7{v3m&wySZt&}uyb|3U)_g~}}%Yz@ztw%n`
zd~a8e-hKBO_G_<a@F_S^H>nBMPh`PIi^^(~YW0SgYefZiE4$dZv0p5swhP+_gBySk
zam?a5Iar@e&qaD9|Jr6qNIMvOdc;tK{1OJ?xcC#7sq%JoHgnrA7rKNi_k6&@o-@E{
z3o|=dU)p_ZA775xe%p0Wiqy`bio1#0*faxE@hA|)vz{nzlMgj=b~FTmTDYz86e?#c
zVWG!#%nWjDPj!fV>)Me$P&TV;E@{1BRJv?!15mkHHqU^sZLVem2zXdxarb(T^F>OE
zaDuwMd#*bk?7aE=))J2t0CMU*a&~!&TdFMNj_G2zKC`_7w9F5v@9xK}9QY+^tw?8I
zFaB`lput`Z&rB1lgbH?qcz0FMGO~0c2qiN%`zpvEA0fwS$F$&raqJ7))bpY{vY1Vq
ztFB+S86BnyrtHNd=2i=1ieF>SlyxduJ2GPaF^tZKQpu4w26x|djuP&q$TWJt6zf3c
zO+GIqA8YJq35T51kJj44^+4g;Vxo$?`+I9y=?WJPbbC*y37R3A!1g`vt3L9T=)(K~
z9Rku+=FNzd-oD)Q9)q+%j+hp%jvZa7i_Fi}71Qcd*U7qe-_uRy6wQ(UrgBKKP~gn0
zE@^%<+O8c__OK*iGhf=3S%^o~F+#yuq>R<x(z`ws4KF+YCNaf6yslQVeOI(taDVmb
z;XQv=ud2VNL;MIp^~*T3UF)c+MZ9!jNl@q=cN1(Nuc&Y`)jH=Ho_HL{UF4YWo5vv4
z>HiJ!jUs7ijs}1un6X<|3Swu6+`_|vwU^Up=(_xL)J#=u{n3z>$SV!g;xxR@hj%wl
zY!=g~=*<3vfAjI18>%C)U$u}Ey6vdYQ^`KE{W9WP3GyGKNutnzPuWAFrL#cSsIJK{
zbMX0pBwc$v)BFFg)5Yl`Co1K(Q*MPwZn>^f3271Lx>aI?gv8v|l~gQ*7+d8QVYx?a
z6_M-Q<(}JIhS`|icYbf*-@ow?`@BD|*X#X!JufFSF87dL96V{xTk%zl<rGX}t9(MG
zhAl*i2uE~`LpE?d?gpa|>-gPbJggGlcplq7<8ONPZUcKbCvZ^TGzTymV%`rRyqRtb
z)ezNDB7P%s=>*<DykcXRN`SDb7fN2)xixkWBE607w(Y^NCBKy3r%NUIt-lmEh<Xz;
zlr~AX#_`6|uKi(Q#dE2-a!HsXD>n0QzDpgE*Nu<ayN=!Kin(<TJlG)8+_uMAhsVHe
zn46Ul*_30Zc7Y5SedEAqS9bU53gGPD(gR|9f7TX{b(W*$05b*m-<JM?lTY=|n0nZi
zb}tFq7B<{4+cC{fRUtp54as60f>XDNxk9PgqYa#)*<3opOIm)%ClPsThXNP)WZCB7
z0+c@}od#>4gzDnV^8`?1whX7r4$BaBMVg1AF&|-3iVd>DUo*KW*NGUk2!YZx5MKh^
z@2IVF=XAJn%26i6kNcQ6mME&6f}5m4SpN+$9{L)H43V-;XO0ho)W(g-4xdGk1l!3e
z2J9}};GDC)@F^El^4?A?$0kphYr=sJs8W#cdcV~SI7qYd3%*U9U?P{@{Z0Sd@@zfI
zLKK<DUHp=iKk%^-Ik1rR2Clt^c^28|y*UOxXL0h>%76THKn|MAIsweyV~Plbl(2+F
z*!oi&yk|7O!KwOr8}R#%XxH+{ArD9ffK;w|m7@Fk!R@T-#984SuXY+&S_VI3SaLgp
zs0DZ?@h&KsazYX$>G+J*tV>LDVHh0on4t(JoYXkv^~XO8K#$5l=m%9ZJ$4u~n;YJX
zH8S*AdD2m;epF7Bi{=+@VS@P(AH|w&HPFvXcyg}%0@AE1_llZgDXhl5@zCVEJ<qY{
zwz8pURbItAi5St*Fp-TlqR$NMFXmUx8i{k`s-3>QSvUc(CJddN4(?o^s0>T~sQ@9&
zMMN2j`dDMH;R*WE1Qt2}M&qUCo<sMRVB_%m^O?7U-mvJJvd-!nHcAiIDKVnM*zY1a
zzWN8u9Rzu}<Tj{m<clq<rQe!pyotdtBc{is6Y9+{MVDL3?GA_bWPCYEc`h;pUI!(2
zlA`z#_Dnl46ER8*-+(RiD!xj_;8OmNmu+Ou`J#0+yDk-Z%p`@CsfrD&g<}TFn5POO
zlqr;ejW0^V83>t4n_q}#786+SpDK07Y(N%}N`$Xq07==cuRo_WWcqA2YcvS+p8Shd
z*cFjwA=E7{?%02hpvPe-!4BMktV#&~BA=Q1n+Y5^P8YTdvHrd?n{Bp-q;t^DsqFo>
zUjkTxyG`J%0PEIw4?%&0#16MxmXq%4w?-|^D5ps;o<Z-&;U_<si=H83{vy-^{b`xm
z!>Yk|7_pIIE^bBNFP!i2B4FPjs|NLCqD~@2bqKIhsR!rzZswSQZ`aYJ4pR~|zNhqC
zkF_MZ<W*jjHt@K;i2~HlNsB9|fl*m`(6Dqm4S{eez_=djZWh4%F_VW^9U5PQjfB*m
ziFGH;MEEM_>w(q#$;g3H?YqrQywuODKPUNsJ~%OKM?O5cbb;mw7ggMXUeXxX{oFev
z5|&}+4+^(E%fE91)PRQ|WTtk{Y5LKu|F-m5o;|$L5=Cv1V@5BlANeY8rD{+(O7R*;
zO(fK)+Gcx7rS+BE2s7bA2jDxkPQ~v&34Q?YaM8u?Y2N5*8>*#pw0io~fTwf5(7WDP
zE@Upaoqn>)APwlp6-e+M3gN9<yzY#f9~VPp%pRvL2jp9X@+-LG<lEo=r0iC+29a+B
zSd7*2jSk5JpL<qx=>Y$*;ysh_d?+HnWiEcOSW_t<X9!zo8?14_H|_Lefa;s?{N%Yo
ztT_fJKKucblAyIe$7PgM`@G`@gqr=DpTY0L46^!$Ro4Q7{Y@)K7gmkH=Vmff7+5nU
zb4W(zQ-ML6M_z|6VZB3L%<?k;g(tQO&_ojqLoMU*gecr`_4_96_FrE1Bz-AM1$VN3
zqa2cT%=Cf9$pC;NJQf?wxcdZ{T`;+EJ1Ix?Rnwf{u^M`&E&-YO;E;$UFPm5jbJtqP
z08i0$M}f!yHFX8mT-D!n`oDmR5=!=r)R=Bf(8p>qpfQS35pA#}!|}Q+_UQCviy^{a
z09l^0Mf>;wjV{@G(#jw|pT*dnZ1%AHGyc$;`a(f(;3we&eVpQ8m5uK)n5g7Kg=hQu
zP&0E*)}(uC8Peq};L7R{rSyJu1_A@il&kI(snw<wvK{bAuOr4c_1opQ3GXZ7=SWUr
z4&$BEY)EvSTlqF+Kr^9H6&vUR&^ZIDh0VMR(kGny-^*x#+xF;cNt}EqE`ZG0uRhuq
z^lN$(mh#vhdPpW9`9K_ab!dG*{>aOSLutrsiL=p$7Ckt=^~xoJY1muW$xpyLwRm5x
z3RIwRQr+$|^A8E8gA!B_D@0uz8NhRS>3a4p;{XZYj5m(qMUcgAHaA3TH$x`H?iT|X
zG2;zOIT0sk*nxD$4%$-8?&YkoZeha&&+9;iW~9{WZQgpdf+ph?WEh@?T)aVG$L&B_
z#a5&pt)QaGjbsQV_fFcO^56BD_sl4Ys5HbO9qH>5z@EKAEiaG<Pw>~oV5k9!(79an
zwMLj^r^sKzX?5b&62fUN+35mU2nQ6WD!$2h>vWm5ozafNbemZ4DQwzcgO?i_SaEh1
zq?`wnw3NB%koy=l4V{nls~IQI)Vms~yG!Joc@tfesrws8!Rl-7oD6goPSyQ);g%ez
zTg_^b`MolVx$O`d^fB4Cb@4<4$V)Fg-z)(}#BDw#)v_<8eaXUo_lI2U-&0QIzhA}U
z{<JMaZ0mY&2-!nkLr5&j<V>y|LsYe9yl4k*j77Z*weG+#N(sjv9K3y|VD>-{azIr7
zBa<s}p*)?<1?bvWVwZRS^&|2;<+efl*9rl_{48q}KZNnSttlMeHyxGm9>PYrKRDm>
zsM+{u=2&N`SsW(d<9DVXpY>~w6%ION<E@+R*jy9SsmrW*&CZow|5K@$UVPhQiE$Bp
zRj`gvzvbIOVD{9y>RfKC!z8m)UV0TA-Wd4Dt<5RtgzVpV*b4aj;I2wu9osQUMcL<v
z?`-L^$QNsSR?Vt8J|{q70Hzali)W~R`8BC^ZOx@k{4o_X@UcggipbS(N&;2d8QC8E
z>b-+4av;rkiVO2z)yJx&<Tb730cX&OO{a|}i!_sxB=8ayyR7gtQwZ8i|9}vI(+%nA
z?2QS(+TQgEF8#D}NO!}d6)e+QHBD4PqNkk2Z690^*Nk|U07Eb;cuKa-5K17l<-aX%
zw1$rIw|~fi!uwH#;82@(F8!yA!^99US{Bas($VTn0sABnsvtRgYKG25m^S>Vh7Q32
zgEXE-exhymGpLQniP!$8hMtO1t_zCd{I_MpN_aI3>dnPMafzA2&d;ggZqdLbW7KLI
zXLRBlQJ5>=5&ITYtGhTTEz933_i@g?UMpDj{BYDLMhT}6<+Hl2$KqNe+0%a`0uC(#
zXM$jq=n;|-C|$2b`?W8?4%hO+ifeH(Lk0cyw`scw#U8Jn@AfLlQo*7&e4(c=fDwbW
z@FV%!*Mp|8vt3@?2bgN4;q_BacTz><qxR1_Iy?|Vs0~?I5|jsW>rj>5(z{jUpH=<J
zPO_TMw)xdsY<yrssQMFlKak1#?BaVBxo}A!r`i!rd#O8KnzKuAkgw#?5o0T=-UFif
zs*~BY0y8%)RaVU-CSiFSMkRO3A9BeO+Pzd<$4-FK>!YE~zgh5IONT(7$}RrZHAKDt
zu{%acND!DQx&SHs&fUYg7}_PVg}fC0vLaya5WS)6yG02N*1~j*``P5B&Un|BxPR04
zA1d|hKUO!;W8<kp**q%vkl@&XYv+rx>g3gpPdB$GQzGfI;MNK>%x(kXS@#;1f`VP6
zY3vj(BH$Ho21FB^@G>&Zsu($T@Kz5RvpEIhx;xX=M9ZnKSZZ0p14t&-M<!qG{k*<;
zx;&{791ZBEH5u?~OG{I@9U7sJp;!=0zL^h!RK*Gu@yvV#H4cQ92CmVGh50Ws-=Xyq
zl70yFTjUn_6}e9vZLZ9o6&)RtPJG`CB00TM<|AOBgQ3OuKzH3SQ+l}^UiklQD|=Bh
zk32|)INNq{=uX17>li7T_Si4%EWq|seGtPx^1^^mjU;E=BvRsBz>Lpl?sEcg5Ab|)
zHk^w4)1lBIx-2E)6bqB$#4Po3zW%<7T%TFM5_u=~gp=%AX^H6<(K$23^!7VUbC9IG
zs+A6oh!^xBT@mNjX9ivZ1v=vD_2+e))b?`8qOkE&iJ>~{!m|W0g9KiiwUDxa7B1M?
z1cEyQNc^@mPfyp4+RBHz2{YWU+a!a_BC+;QB&;%@$YRL7NoS!}Hd>I81>;`jsCLYO
z=%dP6eHnT=m^zUmaKIU=xT!^J`$f+_KbJ;})=5}v01E@qG|`)q*v4j5=`7HyzY5gl
zJ}{YR80a1G9gd`nipNR&axK&fp##l(RfCs0)P{8{6Rh}k3OluPJA?s?Ar03%=>kYd
zfp2KWn|*Pp@+frJt7rW{O7f!6^vSmg=Ds8#!+QVld)p3SIFEh$vFTPRl%Tw18B*(^
z*eUSOYexHmtQPR{Ce*n_Z?zal4vd5J392yQyZ&pDs7cJy0O&09<&2-0vNi3aeE#_U
z4QP}V;QJTiqaL_!A0Q9RCB`-CQr-faa?|d*;3-3?whR5bHHke|f_!Mltc97qG;2lm
z_fkx3QJB?t-LYfFhvgNl?QNJALLR?}aBx|>Rf5NMe&+Lg2K<QQrQog^#u6%QhyCLm
zNuLFZt_vcg^<WKgBQVmgsqb-|YZ4vi*m^S%7Cr@-9L1#wOEW<LQrYZ^tm!YHd?JIp
zOtBgplM3t$Hi0{ehG|=1hLN~|6~P8}noC_%FH8XIN6^_+4Ha`@UAvc)*~ztVhrPyW
zwH`*9&0y^gHcVg*dAs841gTDLdiQ4$Q&eS$g1zM{{%~npk5}*h6_{WREIeDgN*DGe
zj{f9R2vJd4V(p!J*=Aatw8?tw9|(19;{&K!8ni_>gu%^|bVBoiF0S~h+njB#+wh&L
z{gmy5x{vv4LC@aW=Y(I%z~8qWtWR|a1{>wXTg;IqfEZt)&EN48lPL1}I-3win=5ZO
z$_BJc?Dbvn;g@?yprOj>e;R|Dnmyf&P$#D@OdLq*bxEs=)&4czp3pG)pnAg>tpPp&
zI3i!dL;eJlObc#pY)-*<v0wYINs>~^Qxp|u=W4=#mfOe2>yNb9q?BDct*bC>HKeG&
zkDz?++@7U(;x>Fy_zOyEM%?i==&SJLkuWpxwjl_fkz@tOFuzhgVMMoX924@i;=%yS
zW-VV}y&N4%Y!8c2cg}JEc$kac*aM?aX4i)R^MH68ob>+u7G&<UzZ&8v#w9Q4;+p(Z
zWRTH}ho+C?2&*lkMo~Blfvx}`%-vo?%o$y985p}Z!gvdaXKvtw5p1(QvT<lQezqv|
zdUF|6m{hx3Y5LBI0hJp^BJQxIzOOZJTY_nl&89BUU?Uj!{R=l13Re7lTpDFcvgGqV
zDRB4e!_8cuJLg2b6jevNKYN8}pJu5W^ki6?tOH$?rF!^bNPz=r_u(Y!sZYxiH&(}U
z$yck_L};m*HAUc=(l?VsVAW)~z>W5F=r=LPFDqf`LQvh-7rRTdjPjwmKDHxH=zwEU
z?4qN4c39<~dq>+pzro9q*f!cijywg*_DOkKVf4}!iWI}I2l_l@Pr-i4$uR@Kcru}_
zjnc<~&`V6(fM>-$I9Gez@-1Cr2<*RW-0vUHwg+A{0kPy#6T?3>im-7Q3cwy@1a`lz
zbChZT&4D&ryHlRP(<_cXcZoAh<Sj6lLcX|BV%uv{!Oo%QTQ3zHtjGc5*vrdB%QV`@
z9$Sm7=N}agt~Rno$FUAk3v#=d@c!FF_P4p@5|S6(>~l|%;B8$k|8jFm(6f%l*oeNC
z@$5&cjUu&YEUdh5S^%h7RjPu&$UCPFFpj+Z0P1JRDHEd8=R|?I7Z!XmQC&mc?247B
zb}MgJZdBoL1MHF1%6S5BNA&WO&;~8q$3rT0K=Om%<yz&Pm==tV`frOFn5bH0<Ipp|
z13+l1V*;^%Dk#Wlt=@_mb=RE`G^ReK^Xhsr7zAA9#!GK*cz>d5bCLZ8h8S1kDb$lq
zznLMWHKifs{@8}72cKSwD!B4*6obF9)FrAeDs7~>f|8XLT_Csj-bx!!0L$S>K&=V;
z7ph4Yi;~S{$-LH#F8h?O`ht!8hKM%nEE!!(0qrS>EAG1CxeIW`&ZsMt<~4XT=~>VR
zfC=>VIP*m2M^FqJhD|fjsjrno8+QE)wyN*$ay5Z`cMrTHCWk|bW&gH7NmI((OR{x>
zqc`4(|9zcLpdHVDM@3IyS#!^BcQ0WE{J0=UOmMr%=K`0|%s#Dx3-It&rOS)Z>XYU9
z%Xq>-b7`uk6UYR57kQ|ABdQEs_Xd>1M-5_twMpk*H=+)flbHSA7SFIkLjie=;$~Q{
zx`W92JW>;rs&F5<NSirCJ?XY+CT%0cPW`t<6P9G0GlaDG;SgQIMS`xCY|({>GL(4x
z(l)+;jGT2p2m6!`AH_9Hqv&K`rPcvUY5-allSEQI=zQJ?Uyd!e2zy=E?fe^15Wy1D
zq^T?uAbqWk{e3kB&SXOFcVAI?r`6nhBn@4dB&zTIJDX;6LXf30rV8fUGP3tOqMp?4
zcxzplnicD#@ikxG=<aAq+|qDrfe*NAvFTP^HC<s!sH)IgtjL@Xvf0#T4)cBzGD*lZ
ze(ekqcFlzD)cvOhIo9khmzhtrdQVf>d%1`5iwS7mXTpLN(+*zaVqCjIq#2l3dIZyn
zIj$nH{Y+ZSYyx%wTJo}XDP)|Q-yk2bY#@`HJBphjtk{0%<k}(OQBc0up&H5%r`n0*
z!4SKKbw~=}Tx3aem6BI3u~_5dxkrXC&wsL}?SwQzABSUKX(@8zS6v-qD2)lY6@L@D
z<`H1p{g!&~E4a6~gE9UFU>!%#K_|)oa73MhOC;#3ys&aAG8ragu{rxh!eimv90{;C
z0mT!ZubF>y@A%<<OsHuI*kmnyK!;?iIppV(6&;pl(1hpFlHUu*(Ba!9^nvUAocre=
zq~Mr}9-|J(A3xFIuG=IScW)GLv1zvC9vC4yFCv;hhQS@a#<nGJ6=bo~30B;UusdH2
z5fh2=4)?*}R$z%f5SX{=zS^civ@608by_}MT}o~=lf^a~`TxuvE8&bmYY<I}Vyp^B
z8KPnz7Y_lUM7#QKm*RJk%g5L`EJk{at(pYr$fjXa$rc~I*8=h%emV~H?~{HDDlx{m
zC~#FGQ6!$%U2)a!p<qB*-seV(bon>AUP0lkCnE;<#KF#6r%JA{K*g04R^k@RxIyRm
zwJQzR0u9yrl&Z>;exOah=v$DgiY?0z+Z%VN3CE!5dRn=J>b4VKvu+z47a`LSu@yDV
z$H%ffGa^$4UfFEt(k?%`%Fw@f;bGe|_JE)Gc0fK-)Iw?A1UatKjB=;7B#I5}j}2WU
zj1Fvii!Ii40!y1+#mAYMn3(mCx;9e3l5e>|DY_{W4R0Y!h5DEQVh3ACSNA}I*B1i4
z39PI=jWA9{6Rgh)iFv=#9VATB7?i0T46i)lcD=8wjv=0qvOV$J^CYOCqGWHhcYy_u
z$<)i;gAe^<P|JBXt=?kN4BItNAk`4SLXxd^COZ3P8*k0HRI1k0{3l82(ZE#iRjw`v
zI{N`WG8p?gZtia6L~t;Ff(4LKGBWj6pEIoot2yHnEO%P8Vw3XI@*~bNFGzH1K-9Zo
z?5rdlHe(Z!dtCICZ<(eft|%z<A{s8O3I{+S-Guq3&TV}5%NcvXPASPJJnzo>U_%m7
z+L9yh5}-nz;>neC!0E54=)HULPXcEADlkzENpZJHyxP!s;scmPlLD*_EMPh!v>>HC
ztDroi`Q^lD3nl^`qJ*141E`I`<Gg~^+dg}ldI+MCT#t|vUwQihw*bR@99p=BDXNW1
znZJ38@^(mp%Se#D@VRSQ5?T{n3LPC%zWMX>1`$S^)O)Y<bA05s!>Vl?4mrrp67cr_
zcJ&LWaX<3l;7>5OqfEMcuHb_gR^h#c;@L^wY@3~(zzbaW!kYTJiH70T+u@$2zbgmf
z*Dt3*W~zZ*$`4}GH_q773=S~>5#dauwc;CU)3ZgS)@`vFlw~uu-akYCZPAK@Klw0l
z6yv@V`^8}C#hL%Me2GJro^#y?h)uutvnyS7c2z0anWFwRG!|M?tNBV0nnK-D2*zI+
zE}kJ{hLh8_H2H7KcegJthx&fvL#O>6dt}iHP*w_~?jn{-C_@fVN{g=J%&s%Qi+9Hn
zIs6$$8Z#4wP#*tsKNEqZ6|O|Qb&k+QlOJl#^wn9T^0*Px;p?YsOB^II19SQ57hQpc
zdj*5?!`;Acm6Eu9mpGNeO3aN)(Ai15er0vR<{ZITpjpm<{8$c}wqY0<&$E$>VDfWD
z>RG*P8v~trux3m@|2=DG%G8(|llJRz{R?Mol_Q|jB{<#n=+%{X6bsNaWN#*ju@<H@
zJ1u`ur|X`BR0TweA@JN(Pru8bExuy&_w~7Vd(zV4@`gsQu3KC%BtU5r%G2X_pv-Ps
zLo;B1Gj%_NiK<o+h-NWC1q@Hpk<vsJ&~K(GNnGK0pf`MnHq&oEw9xn<Fas|iipD`?
zb^9VtLLFd#!byrb?}5W$&I;NLx5kYCqv9ZSHJVWd*M+o|lgmj!3vU`asU}4J^MPEv
z&oDcO^OXqGkIUsk7J)+)`BIaE@4j3>m9~T^a{|sK0bgKgnO6%U?46X=^bQobvLGxF
zDkZTM-Wl+$lRrlZ%}6n|&K&HC=Hb&nGf&w}xtsMs|8U3a@e&PD9`fzrLwj&3PGLdf
zEjSI}CK|#wfvYH6@PKP?ku_AMv-Z~V%G=Db*mP8JGgMFxV%c=$ZLYJ^Kw;<x{&vdl
zdO_lQ-rD(M#(E2EwoU=9Z7vF<T=Y*s!k55<Xz&u}g(_^T%UZsxND$r*06;rf@er@4
z9lQd@I;llRqq}K^zB=IMoTXqyZ61s_QOp<KjlZ!HIkDQ@%<~&p{L)+f0dX#v3|8~e
zWVM#$Z@0!S3cZC9S+C({IgEWzvcvGL*0S>^%V0SMykn6>4+oPA!U>uOj)nl39qh@!
zt7Dno$zPYi1eP+mcW?F{B8_3PbP@jC*rE!Hq3?&%Uo1A-=IT{bm6sL!^7T`)quAZW
z1kqN&iSjh8Cll-XZ>e1<dHs6?%2UaBJ#g?|p_Gx@t<0DE5<B>0&Dz4BK|73p<p+Oo
zamz_;@y2@yThvqY6jD|5sVCsZ;yY!n_ZZ&~>urZ6ef|9QPMAkhi1@C`<NE=E?E2%w
zyNj2D4zm{&K1nB<7Mg?{^tO=xSkRGaN_qP3^O{n{IPm1rM5|>32bQdpNl^(Aw-YQS
zOS1Oa?8Rv~59Q8OM%FbkQZ`NMhT9Xl1XFmweZt3n@3xw54ZlCa#*nLz<KkUnwS+j?
zYF=%tee&sN=Vy%k{sCMJ!|qu<s;2pFG&!g;_v&=%fUB^TX0iXhxX(X|b+9qpe+@a&
zqSlT_NV~d-GfMa~?4=@YsY(@qm~<3qddx-nD-E!4FBib+&5cxS5Iz9mGZowi`bo2f
z^$`yE!*$KSaZ+>Ok=189s?by9@_i<cM`jtoCPbyZ5xv>he{0?_j;%|Sz6Hm=Dw$cj
zI+w^<v&%Y`3?_m=b*j!~L(oo4<xDiOSGqN(S0PW91yBza;dvUHoeZ2ggsnnZ)wV-o
zNE#8h65OBFq9yrv<o=IH*fHgwOXKI!z;3_(N)*f|pVieWhHIF7t~JYqPO9`IO^W6y
zAmSy%0Yl`ddb)J(d?L^sJZb~BULYV~F86_XjI4;v_c%P|YBB*tLUlfvkh$R~?9x2W
zq+@;I-ug#l&_&a`_rkT;Rby1pby@-M7f+iD3v!p3n1v7Uo<9XwUsSXDT8VX*!5Ag=
zz;cf!Y`qf5q6mrV)xA0HQ@%(<&yjiNd3+!B!x2pYkA){5ONbyQP3~t8ION~)d#Qjy
zt#R?UBh13N7wLU_fZ1efDic^PH|^KF9xtn~tvq3_*~Kjh^XUn@fBvR)onJiVRrs3+
zL7ZqY%(xl5MB(3OAZkY5DIBn<a#dcK5=<ip)n38OhrGRg9Hr_=w-cAJ96{?!_A^_Q
zZeo|KX-RI;Lf~(~26&Vw)rYgs=>}P;)_SiBM4nNhswaLVbQ^cq<k(1%QaY}4UP-*|
z8G=@_u)HM}cl6XE8VB+rA2kpCRvJIu4QP(k5Ag>+0q$%!%X2D{tQ?)D>}MpZ#U0Cv
z{Y5sl*3odQ!|7W%|Jn;w{ZSi?7VtkB3@SD_yT_;VKvnp?`~aRD*T@&UeT$MRKoO(z
zFlA`MSK`YblhBIn<p~%kK(o2}VZ#Yf;_@MXnn?qC3%XFP&RziMkg}DVG~7slr+|9@
zJbP)wH2522`^+lw<%-F<IePj1--$~^yM!yB*T^g`-b+z#QHv(P=4xq}_4>{ZR>u*_
z^F1gIvZ(Y$^1h--2h@fuIoX50rdXnZ*l}y~tXK@VX!?+Mubb*0pSBU91nVVg&ahGd
zJ;e?d1OH47^FPM!`e@Y(()|f{nndf(<-2z<UY&8X+!a<~+P}f0l$d&{SMw(~HRW4w
za)tz1I{`PCR7PYZpk9*c#WTqw_dhl)>a+-ShMu^od-=ntq(vwzfyJ#jz8Ixkl(2RI
zy`&sJ%~b;3Cid@|{d0raoe`?fZA~mE)#DTC$zD93Tlhv_7P;8=yM_5&y+QOcR#XZo
zzh(8(S3i+i?+3NQMr&*smX}nboBsj+V7I!lQ`VGfPSAKSy=B|r{2TS=Be4MOJ?)J>
zx5`ew32EWCfZ-912fia#G~VydlKh*&du2?Yf)_A|bgM#Z&*2|pIDtVr>tuxe0BFK+
zwj}uyP)dKO1f-F7Jaa4VIEkmzx34E4X_unaV&0Ov0<r*s)`AGuEr`a4Gk-K!g@rSK
zBT_P-6)zU7pYY=V*Q9pw&0P<rAofOJgGrL53<_-VwBz4Bu=RwBkDv{tB`rk6DAcnD
z=>tPl%#n(MiF0+ES%J9T$iTrwykm-*7H{!YT5V+PBvx#GL#CcuBlmYk4t=c!`Kqsd
zrm#}zKOZ>Q7(}=orsGiBf1~;_T99>Kf(*(UD}`^d$7|j9Mvbe0-}VdZ9r5%O{RMPv
zaP(59;xj68;QjK}<(%+YjU-urP}UwQMV#rz^yh9rC~AiATDO#}3P_&jxwnqJSeX5a
zDJshJ^GgiW1rv!$fU6o@=j+8^{yCS1TylRweLT+fK)K#;wi1F-a&2H``yg-xCK3h(
zrQT0F!6zmqTssqGIU_P^dS4KGgE0=9vAwddRF{}qF)QB!EsuP&rf=IStyBd|s;zki
z6n1joq*PcRec$-VW%jx_R}kuiv$ttZ{fgKDRyAL~(MRFec%8sMz`Iy@U$Z&6gL#n(
zPuv~;468m!G@(6TRumc7u)gnN9{Lk;2`7pV2oPgSmVQD|VdonMvEp?}m{O;Hw=T`J
z+ItT`*YM}yU>1O-6M>xQpgKC=l?5K}=|wX`^J&Sj;1DIOY#vXzwZsSbffeO5EbOdJ
z#mu|bi|I1aJRe1o5Ixkk@wrS?Wqc~p<SykxPo?WF12XRt`0SHZd1Sti+x^wRd&Zya
z^mK_k!zQ)#!!WirHQ?o*%aO*roD%`aAGRx{={m4<pRwEUe3?#C42xJ!8zv5Wl|M3r
zDGIf~EYr1E*k3H4HsgQw9zHgO6EJ;SL5<OYj}6JU5pNP=O)y`>dO4u=vT4V?QVM)T
z$QiY_e>;E-c34;qqv}n3ppTE@DEA-o%8b=`l_3=9Jkt7y4bgSz!o@1bAg5vF${&%y
z0lMih4m;#Ti2<YMz_<k|Yr<ndH^1XAFK=hC!%|O8(e%MbnODTlR1>WRv|Z!@1^-QK
zV`y@%v1kqjP`}x%@B{Mk_J&mw&k@`D>d;fBS`Nu}%=`S~?j~67JgY6?dxQ<SxQ=2W
zCULu+6RE`WFG{+M-2gKBI>OhIEBad-Ff@j#+S{CjWQ)}?_QsW@fUuA~#4N>Rk&ANp
z__sd}nx349hTeJ6zhAyaE!+i=K1GDCSNJwlLJ8~colUS>Pq_Z^!n-{<kyV;NUq4Ld
zJYm=+R`?*Cn<g=SxIC@9SEM$!`GMm5JWtJF2Hz?!h+V+3Ls&`uvd1#e&nJ!reE1%G
zu9t1gedDBQiJldvu|uAEyq9`38GWj+3bt{1Q|6W6|13lSm{V80iv;RdaeZrVuzffw
zpls04vz=Loz%U_%q4qeOh+PsEC{tePT~-~U`q`v(Bx+g_dGnn`18!Y_!CSN6%!+@8
zpy3uf=Q8}SWtlFp!g?clJ@nnyp2sg%!Dhkq__o+ex=Xrj)#jUNNR-RtN0|XEAO8OZ
zHhu9k*XUy7KNuM}4$Hw16|GdU3!hu4EzD?!0!i#IA>gj`@vgvEx)<V5G8Z@ZAHdGY
zQ||Pgxi}L<{>@3(H%u+vA%%JqNl;+HFYS!$Vwi@H@YNebUt`(~q85;QGP~^;jWMqB
z_EA$dOiXm0^K~AjPW(u)tEHaco`tAbBn%Ie3vP%Y4<Z#+us6Ebe^0c9V%gp)GhINE
zoc|z*a=k^Qxmf1B&~t7(;X6X{*`jX1B?BFi<Zs}Dm9EMdq#bcPpeRJA6E1n{cY@{g
z!oB<TIS=QxAWJPuZ*Zl#Scw5GQSYbdDQL~+Cf`u=M(Lu$&c6JM3A;p=Ac+_K7WKf~
zg5(6vk_H}J?uv(Ag#X0zF{exKbjcqI=D|~wmY6h3138kGe1;qcmI60csRdA>_7Fn#
z!1RZYWLi<=qlo5TJkxe>0+fP$*d~3%5i@9>K!UtoGMT5ofN3sFf=#;xBF`CHoYrd#
zW3Dlyer=%o3HvIM%UTl7-`KEV^k0!o__~+1U7n7H9cHjjXe?H4y5FRlc;oZCzaIZR
z23^S7f*Ng5{HgjHc=8piUHzGZ7J_AK#}iA{v^iI@pd8B%q4s_9xE+rb=TzI&r7f9x
z<o*D5RwAK^iu&+DBYnVFiWgK9FXasys$K<nRl!!9$#;ACZ#_o%WL8Sr2~SLw<!)|p
zcdM8|fk|j$WJ>e3KHaDjC&|DQ^5pS6v75W$7hjb~6O`<oG(8*G;tt>9SL`6HB-?w2
z_11_9{!1jE>sCV6F0(LuPUp8M6=hKMFHf<)zGYt~Fey>!9{A{2Ie9@RxJ_MV4{9t1
z?MT?y*|2QHs)Y$8>S+ycO77doV{d#0G961-y9U0E^PGKG+kncDbedJ!?4x`Act|0K
z$#0O!NzJf-os)p0;wMcg$^4X5S7a(Ew=0wP5dFS@%TyNzZ3^$8CZa+@<#D4h@Z0NS
zc0|SOBv%5rt(v)8^Gu*L9XU63xJ0S%{_n^RJ~UL=I{a)$TvmFs75QlMB682W@-*O&
z)>54%3fpwLRSPq`Bo-Nn=xST_dLo~R__rU`=VfCizDi~*W$(Ibo8IDL5#Pa>{`Mf$
zcD|QO2_q<u{Z<8I9ClDw$4c-1e_NnT{jd|gAduvTFLdv?Z))@z8-0j&FWcyi&n%gr
z<fwP2I}O%O%kF&j)z|Q7b)QyM6xc^ND~BBlLb)v^JRa^m<5xTbOPX%sDiN(E&d({$
zdEDxxv{WZqV8||Zxoz8arSAV%IFY6tWJl1Tn7uF69k(G;5O1bDuA6&I*7IDEi?S;M
z0(3?=L05OV+MN9aYq%1pD<R!dpeUr^w-YaA3g3;nDufo9gpb#w@-6SL&NJOUU>Nro
zU3O|-y)^e6a2ovs15{FcNEA^<6faaK|60O`Q*Q{ioC_$>b)g@oKdywzILu%e(`-%2
zs?$boi1n>EyB9r*wac5v^zUTkVAhB0F7D~mMj4>|%NvJ5>02LurDW)&I41w!mWUY(
zq`A0lnf}S*B$?hfO*09&kF$H82q!e(+`6)ui71_n*B6S$jG`I9G9_r>M<Fhwr_h5#
zumIK!??%r>DV<QDBw1<uM2HDPjE?sQrUQ1(cX7Rwq!VF}|5lv{5F6cO&@r7|gnSTn
zG4K<XAwvkw=N0n*#&3N9`Qq#S$is{EE(xmgP>Jb%+=M`Ae<z_@72cQpt{j7ZXh@b5
zFhEyiFKXSg{n=6GT?OcUltzoJj0<a~k|Uk9eGt?Nd$8f=$FF#y#q9^F6Ab!{rKpUQ
zEe`d<>VKH?3P)Jp)Cjc%^p|4g>-aLvK(lU|cI-4%(eA~B-4o%hC|>h(AEDO^z!#IX
zbIaFE4uG8|N#5t~<KXbJ<p9mF+pOC)N+X8q3f*CGD9<uz@=PuQ(fabGs8ahKHc=2w
zFSr9%mTLyhhyaP+JLPGta-$jS?Nu+_hQEI2-@TsE#77{kiW;mNKBKj9n;3NUS4+00
zh-%%;1b39tA{<o>H>;i>TkHp&@(h9SEchwOX~*p&e?}Sn%AhTGS<ZkHZ9+3NyQR8q
z#Kg2Prwiz!+DmG+-pstYS~fc!MuHKd;AJ(IPE^r%lhd0)YGmuhr6HYmk*c>*N$KQC
zyPl^0aYip&8(dY9T7=o8b`MXXKlQ838YBs_KZN|sY$rL%a(!gP_r7S?lE_NHGtpdS
zveTx>9kJTh-=P&1;cv*Bj(|Lc0ygw_Qe9@lGYxLGFj~<T1an02FTy6(CrtGbK5IhG
zGzL$?#;z5nOU{aFxn|VTN4%qdz*r&2dHKG%h!aGM#5BthqK$;Xnw^dwvOsa2=J9mJ
zfDgC#;TyW`rt7!ffUjkNzX4fhwB^gj$fDo5tG)qAFfh7Kv}%Y+7tfzEVN8JWD_ufR
zAu^i0-$}RwV&(bE@k-#ub-(ZMWH{@w4bw4C2~4!Qdbba=Ptm~_&dQC97^$YsidJf5
z^skg=lLe6$N`ye#q4?`Yml0LkO632x*q)WkqLyylPWsyned21U?km4e_wfh<iwQ2-
zy+*(k@3wrL<l*k<a76|4V_9uWFDyh;kty-cqx&@HtnfmE@1k<f^haL#TcZa$y$!>2
zxS4ZG`hjFYbw0~j-roJy{nfGYltN48@wRj&7#R9MN*Mg@>S#8xw8o%?Uk{j6MH#au
z)7bvIp~S>lfDh%Re0Lv{?ZFyD&xnq53ek1GQ_ug9?pIq_+cPI-xck-P?fiIt2X)g}
z)Tp@CuZTe{fpRwKlgG?B8mfd@g7@6;wE;B2>0+x4i#`PfoNZNEbzk-b)sOp!_`pF`
zDJ*1iduMN>&K-k93;E(ap{ZGDk_B_Iv~;7K%<7u6YK9V>=f_o7FV5z$15o)n#w*d_
zD4v8)6n?UCh*i^bkOA?<#6M@~y4Fz^4N@cKf!p$0{=Ga69NJn}$NxG2fHjV49gS~Z
zw;Ih}RUo{l%qiDKV!`c(13>iv0l2u8M!s3sPBF$wn_U3=m78nq76HhGBOF<DI2?p8
z_ya(;y^D^>-wG-fKnWB2-xhQ5oSeZ8`B`eLikjSrEM9F@hZA9)Y*#^w@z>%giHzod
z+LfJ=kM`)81pG(!#?)6oOKwq1Pb(q3c=V0B#_vuGCgRx~3}SWQz3`K1N7md3w7X<|
z;<RBlS88)uJsj@V?B;nJG@v*EilII!9ltb(msr-?(Yb<^!_;L=Ldl}$RrpI*`Yex3
zTU&{E@k$4n7W9_B|8L8l!K(v$uyt36%D92BJxMi<ikSdiXyAwgxS7jn#OPLv$T~y1
zkT{5+cTd=4h5?@e9y1(KX@aQ$-=W~{CiOqbOyA)9(h-I1Y|C=YM8b>L8+rGzCq`Y(
z=X|O{eMIHAqM7yE9@2F`HD-*TVbc?jZ@W33Vsp`>g{8#TuSY`!pmNsnUVq(lfEqLK
zgSOlg$;KMA$opSuXYDz2UARe-Jiq0xxudNIs^#qdE=$=TSSFNLyM;lP1qr9pQXh<)
z5tn=}w#tC{k+auAqaTczlyuR4XRyU2m6k!ra!zb6G$@{NJs*J}HzNI2iVLu6f!uR7
z2AL8Yl4d>`grKSqx7u*fkY)QF;Q-V>ckZl$^xpp4xYXclJ0UNTnBUVScS;(w_YEIl
zLeb9Wf@LoJnT**ZZpR#evI5oy+b0VYhZ;%OgM^YtJn$uT!t|8C*WQLM$XsN?KNJiF
z%T;8zqsMcDO$i_mzIiwT)!N}zbA@kM{SypTA<VEB-ivYTVh?rYQ<1)j(6IGY&W`Jw
z6x$$2eG?cTXB-Qpb?IXeFD{(*`J>|WdWN`1;~*X>_#8f=^gXABT$1mWxE>q(e&_%=
zjboDs6TA}Mk8Lc)8vr~IV0pU}KnefYZDLyLfd>Z#{oj@kw6gep9{B88jj(6SH!Bl0
zXNDlFmQGXN%x4DeXgQs$$u0bKK*Iox&^PX#Ll>4bSkAf=n~5raLIx&Iv>aDR&*sEf
z=2k!X6<Uqq`nV@%{qkNmXcm>#{<$^wA{ZSUy;7E<2Mb)w6pG?<?^qtY<Kkc04!8gs
zb1^lu&z?m;>Wm~Za2q-tcZTBSF9fTe<a3Pkkqa1af)XGF*r>PuoWZvmfw~%3Rv2vv
z%FiUdk?_Rq)R)zgnke1Vs+7G<)s}mNZwpA}7p)7Hi<>yJ0~7(hi4>z51vFS=WoSHN
zRv;0|)64N;o{dA=zW#%dG!WHhHjhfo4t5)5GXJXUdzfF2;gMNywtm4X7W>@Vs$iH5
z&fAA?s1AQXDbCgP`2}Zs!2aagI2npt8<HPeZNH<~wLKxOtmugX6@q_wdQAPq(L4{X
znav;p!mIt6ZQuD=ntOb|{51V#+dBzpgnv?tTO`|PNml>*sN1)=Ij}w}Qgxg@(VjR;
z9`cAv1WAV}m1>B-U0VA!00-TI40PW2rPX#^&%#?w`v<gGDq7PB6#z8QSeC4NbysHy
zq>ivY_n{LZF?3aO&+^<?%Ve;)&Jr}2sJgzLA(nnzt*5l?xIL&nCx@@Tu@MBqt$?Cj
z<UDZoG0K03$Io?Q478k8RlTw7)oa&RX<bkUHvQ=AAw@8qm3{TTkqln!Ec)RE$Ym#Q
z(VmEpEO%pDYhyHYwg(1W-!fjEP%zJ&d;i;qq`#Vk*yIvmqCb7aKoa?lSkbWKC+Y28
ztL5pxk=f%u<U4~(LvlVO?|=Cz{l2|akGvWR0X#>OM<Nvt%%-A?THdu%J%r@aMWqm+
zrk%OTi0_+4Wy5y0W2G66aYa4|MF#5WjUM6ztTJ8HVd6toX`PK^=_(v?TQm_zLE{95
z8#azj{`zZIVJgGmaz70a^VB$}y6ua=IKqYod!5wq0}k@}0##GjEPyyovE*`3UuOvV
zYOhuAjq?AtTtG|8-sgjK=J7+Ru}X_;hqMI29+-f@KlKWh#FKx7e9*<)4o?8#Hu7M*
z*Xn4V{1ZB698O>yuJr$#1y4rt>RG*qofBKbRUc~JDDP2x(#~I5VGPzh%X(en#7WE>
z<`B&JgoS@F1$f<$&0R6dApQyAeqs`gSCQkQ!@UTtV-Xjuf0=>j8%+vc)ZQe=teNHB
z@^qHJghg%p84#71*J3u^O#145b9A5Eg<ez1P6lW^MHnp+deHULFZ5_NAlsHl<y$f-
zg3ny_ev=z~>xF83BxVtyx(`kN8W!!rh0VcO0ah*<PHWI30Fnrp*d}6hLzlB|Pu?rV
z2BS8-i+kHAj)6E1HIz0jRVtveJh>g{`~KZIqvt6D`F{4`n0_?#v87b~77JbN_9P3X
zi0NYGi;fTNh3)Gm_=ayX@EF$eb+=N`>cUyG*V=jrED<W|%JqAFOGhz$uKQ`j^in@j
z5I3b#>d+k<=E-XZyO0017}dHPQa=9BEI1}0^|4Kx;m2)IgmBGu;K7#iDy}{-OV$v>
zEq-3=BZorh`tW8dm~DORL{%2`PucIhZA8g8<yiB;+JJQABE}{AFu&Z8eLq9()M320
zD{t{|21>PXhz`??siAsYN^e_m49*qYLq`S>jrYg+)#xmB?4&FWyVpe{SK--d-M~5W
zs-aFSqoe%+aP&{Y{AC(BfVR#6O+tP>ojbQW(FjJ-9|0vMYrxIAzT@W8`r|koLb&${
zND9f&pozu$?HsI=nr$j|u3OX_xKT3=CWZPh-BgP#Tl~ZM)Pc>VjL#9pw0{3$J$L=7
z9?W#nP!8;^z&vl!Y-j5D{RH0*NVsacD&3@(q5WwBU^Z9x(lvVav>{o9uUYDadq%Yj
zDc4rlPxzxy5J4SAKK%F})4vY;UVe1*=n&P?@f;+%?4gE<CQVe5r#4@)84BWyd7>?_
z<piV6vhva6r@HsA6q!_T!TXV?H#z-T^HVLLp6Fj;LOH5fte$(sw`iqR$6WB|-5AXt
zv4sBOLpUb2&dR<GsmKAU-icA+KRAq_!fIoo`8Vb5{XtD?RQrV1M1H%Xsg}NNyO{0G
z(@|;QXr*GA*LD~i{A^Bx0#LUmSb}o)NU-u23-a(oJq@~nXvJ#F?{~Ywzj(C2xxBX~
zsr-iJ-U()BZtC+DFRr?wtfHB0fMH#0-g))W-$q&h>FXcR7?P_O72-T9z(fUyOaO=k
zAlh%8k~?8zWFbQ?WKirz>9PNfXk7g$P|6DUA06N(6yv(SB0JHPseaRuoKVm`op6@;
zQDk{ct}&Z=HwU}o2Lev!rn;x^9_qa$LQ%?r0-$Qw2#+Ow^gE~1-(g)on6Hl7_~B~&
z0S31X&T`UgrATo+KEQH)$Rl_~uD~*c&&?r-oK)G8FYarE>q%?Z1fxTzO%bNDR!?qY
zn8Q)Py*6`_^&yi~0<;2KbA1pBmDQDxj>bTzL5>F1G@PTg0j2dZwV}%zte5HU`fmvv
z@gW(Qw#ySjkG@-|W&KkP=0huinAO;YiID-3=0J4R`2qRV2RJB}&vexF*7ryLb2kj$
zB(+#w=G{9#_<9`Lnan-ymki4Am&gk}vu8Z7HXBS!{4+l;L9S+OPt~!R!L*HiKojWM
zOC@esRe&D!fvp8)W8#22%f>ED@v=Yb2+10>_}PpAVv}N{U6Yp&aCutap*W~V-{qU}
zGldlUo+4gZH=jH@Hr7E!gWY=#iR{u~l~btF@g@P&Xr}Pw2jWQA`tOsHhuKR^5J^N>
z9=zlsj21J*-egC%GQGDVf&Sdyx6DE1mEpggFp(riIxN7s8gF`pZlYRhK=~_j749H+
zp?iLEwF}jamu2k35}nXI{{aeA6b|>_i_(vAC=<D3i0xAXhe=g3e!87$H;rn+Kvo14
z_J-~A?Bz=R2J7FM6VLo0HemRUd$DN*I!oY(%-$?y-VOI(%gXyC{z^+Owe&*(AKcVw
zcX~Hs_Th{r#KzGEc+k<tYW;}Tdu(-DiY>D%`jW!~N^0Aw2{F-F%!W^7EI5R22d0Bv
z!sT$I^|LGQqm&Xv7b(fJy#<%13KW8GnzXfHbog)H?=w%lye=VOL+U)EB$7z_derMq
zPRQ&2qcXB0tDb)^)0x*S<+ofGe%xjzlHULx5Gu)$N$|Z1Z{>H!tql))O3CD9lPUJ+
zjscg8xbeqv^2fK$e(`#j95g&P^X_jtG_rI_B$RvS?L)440Xq$L9?*YApai+Z!8Yof
zsFeWP`;}SJIuvC5rmX!`&cX6q>y)7ZvN~#{rPg3)VS=+{d7Jkz7=~h0-cu$T$Sar~
z4=%b~(!C?;<8oJs=!9v}>!mCcRie)ME3`S$T<m5HRTY~=$MT2$@16vL1jqljC=SNG
z$oX_-B?shHDX*HFcQ1$Rp=Z&x?uO<AhEQ%=t^`fckw?ihG5uh<*O9>mW`5qx@{DZL
zq#wg)ZY3CPOmQ8sM%iLj;}g+kuNBRF|7JV-^{9dib6gQRH7ziEWK&ts4BRY-3BPqD
ztX7$>uFa5i{ug-~NH#xR*x74kvF1@y5rluVJD~X3j;FD6pZ-m2!45oB0N^LZsH*1j
z%U#8U(3K6xtClzwkWvw_ii#uc2wQ}`AnaKYeb1)_lrjJAWgBm<Mnpd&Nv0UjKCoY5
zt%R#(Q9eRZ^tkZ3pTr%bzB0{2@B2^QMGR2SNX;bF*Xacm_13hw2jRQ*GO>IzIA+^Q
zUcP-BY#!<dz>Fb)22gC)-NfS!02q^sVRq2Y>MMB5N6*psv%7X?bFpU+P-DZ<Z?>kf
zB_D2&s@Pg1PRS&>Zvn0LNU-g{CkFg>-^D@LAsQ9%46rQwS~TPL^0gq*;q?AC+Hmtq
z-E%Ww9^#jv2|4ZaKq&&ckPF;g`f6$tI<<hzfYD<8RwFo+_o*R3^(|o@fC*r(<je-&
z^8J$C)iC*HuAq6rWh|arUVbS_y1Wvzo(}Ng3q<8XDk}P>#ZUvtJ1iPl2DbE~F&~vS
zEQv9|=?DIy+>dgmSsnQ}^p5oir6H!{nM*+Ztj%)rx7(%qI5gruj1^cPs_bFq`-V$L
zF!ru=|8C+hkBKmB^`t7*p`~!$LG2}lZM`>Eo6_VrvdR4G_S}<o6-293yqfPvgtvK$
zKWdd8v<Y)VWjpTCf%hPjB78x^(mP!ymge5spgnF7>JlY&`H9Vr1#Z(JejaoXpu#n?
z1QrkgZ0e~-Og^dWOty(_37grx;FzBHa{W^P&BH211Hgy;vmAW$xz&ITxkJx0Vm_=8
zSRI@Gh)vF~?!74?7kkX8g%m}?Chfm6RO1EE_W(F5!p}nKPq{RvnZox=&L6;*o~+$u
zv7lUu`?0|e{)H_yA@HZj(Z$DaQj_%TOz2Z}Bg$RCG&)L9yS4_Qt?HhMfF`Mda(DH=
zEo^{6yo0+moxjo)X4uG**k1o?K>8o#InfWxvU)$Ar`^TMXT0yKJ{0KeEps3KzKNb)
z#RBt8p1l33==Py$A#qbN{so{7F-}V!U)RVBnSh^B`)9c(Ii(YV_<W%<Da?ROVOm1y
zW>!qbTck&!X{6$u;a6XFx>6;$9H@8X>krNM<s}y6-mx7)j^wBFe?jI-mJV724(1x;
zev-u(w^3o<fFZa7JcJh;+>d109BCG2vq`L7K^gV?kWJA?vEMhUL~7PBV;KH+j7UO=
z|3aHWU#-=qn*P<`&|P`bn9`jyA)B{u751Vo|JXaXRj+#aS?c?Im{@WcR#cJ-`Ddu`
zL-<oIM8=tp-97)hg+*KKQsl>-mAtlP0m!-6jM;p>{>H$;%?jxCI7tNu;fD-eXexNO
zf?Is9p&GuW>+1Rer*{(A$&At(N08~tJ^sb1bR#V+C&55Cd*z6YEdFo}-;+%5^#p55
z`H=7Fx+qQ|<(4xA808q|XaM4I&o^TXB3~?s={(VF0=j{=LI*zPXt2D}ue1$PB!;Fw
zYF`pov6z`PTh-bhkzGK~P>`_U)diAQ9e2rG;T@H_eX!6%gCfiDgZhE}aGP*kNOw~=
zFB#m<9Cr<q61q4R%1uU__vp$(3GGQn8(7^Xv$>V|zoyJxE_kcNe4)u)pi--_e&BX{
zQeEcNc&6XYI%u<K>;T}B$BUmZyR%}LFf|OpwQq920e?>6DsPLt{z<2U6D!eRZUS9Q
zHVl4=aW}TmTV`fgaQ=8cMUKFk4HP1F@8~fkKPB(IPk$CIoowEF7f-eRlvbO826`u}
zu-(@{hHpn+xMEHO37Gfoy9F&B{wi1nQ<*RYvKpCmZ97h1vjsZfH*{8hM>%(3KM?J}
z@P9nHBjXoxc36@)1%IV%xtxqXNp%R`5ie08z<bJlzxB2L%8TP}QM{(JjvuBj=Pi`7
zyFpw%x>B{q=U?E=@tr-h$rr<UC0nS5iSAb>dsQU5uXt2FhK*l;T6AY&EPd@t0>PJ*
zB?;Y_m`N!A<REYFU4<6qtZ`yan2m*;_Vxy5>%cgvgoGXp%btI4c>@k!1F@Pw6<`ks
zHEXttfg}sv?r}qse@0zl29lTWw()*rZ5Ua(9dDB96T<(tXq$zNe=c~=`ylge;(u5Q
zSXkVNmmjti)o(<v)bY||tN({`0Yjv>rkRl8fsNA61=)^LFuddAknl^PhIcM`*AxmM
zs}C0Rw2m=50pmorr5uC-73c4Hk!AV8W`~LPq`G<pjaCo(p>>%}941th2mO;n4*fWL
zu6@0Qq#AbX$AHD!nBwJ7E=Xj`XVX022Kfl1EtJaAz;1k33kT}d7l|nv;nZS`Mt*F3
z6@9-6T^XOkaKY%iL1`~}Wpd<jOhoQes88CQNP>)rY0e7HN$)x0Ka+I9I;?x#2Ra9K
zECWQ1kF^xuK$EVp7hpEis76%=A)aO9xQo4T4>|;T(kM(sX(xXFg4K1-LV^2|>d=GT
zc*byaD_%CqAK9p2OnMUepo-$_PgP}*CosZ&B*K%=nlVHkr>^5T2ozON=nui+I?S(<
zDq%|i`JErctaXyjKV5f~Ply8p^Bmu!(J1QGTEpJdYfBlHkTx#uM+d_yXBk-3#vDvL
zS*IPjA-XNqpr>IbZ~rI@zSPdg8EPC$UcTqIsXBJIl1r9LX^WeZhctw{XAOLc633@O
z1=U%CFCG}458~OyFj>3E*t7Vf-E_%un{95-W(aea|I`3omG8m!2d$6V#(gnfeL0sm
zqDnzC7gQA6a}x}2QZ9GhOy(Q>B4L+$0QC~PV(I!L->~hj9Z*khI~UC7h+sS)XNULg
z&>|+@Vk!!dW?6lq!NcSs0DRSjOb<M1&>4-<_HZBrxRi#M?8j7890uJ5_{Skg?(pGa
zOfdx_YrP4{Q2GchUzjw*t33x$9a1kD)46lcG&MFSr4>LpFlhrCj+v0zike(tl0bNP
zG>Kv_YQTrajNhM-pooaV7k}CUWj1Nc4{lzX7<|7Z(}XSXW@kj#<Qmt#7IHyhPJ6NO
zDVpKN{Aj=7#}<b;JaH(iCOr|lu?BbEE6<r&b`SK@=&}IFlkCR3Z5*{0@lDFY`a21A
zMusIy6G#EPSpP@Tm&Zf7zwbNM$*E2`kyN%*wnS7!7^Wg)X-tuQa6-w}l(7xQoa&Su
zG1)_A%9=fU!!RFZ$vXBeOtu;OFoQ8>Ils5>?>{duW_h0Xb1&C@-Pgsii;Y{6ZvwW=
zd2xV)tp<*AK>eizJ+F-vU8YZ#B~Vt|Hv_*ebzB%GvXiL^>WToi^yrsVKvD${y!K!X
z=;>Zx8Q1UDb>?Z8w*v*f<rkM9EnEfu6P;bpLGRUu)cXgRna!bICZ{z`88cj9XJC9u
z_S83<iGS&)uQGHKQHqiaKQ~-^Sw;7;X;uOw|E<M)LozYO9!)9V)AQ5r#1~ToaS6lK
zX7g#YVYGJ~dx@1Yjl8IAb7Z1P4Hrl+;MeT4UqoHGwqZSQXbfi`SFm7S>;7&N&irun
zwGC(u<Ikwlx+^Y%je`FlZ*eIIe!!P`wafyCZ=?*4IIi3!>3EyV=tO^lwlhZU!;8-~
zqae_LC>;@d{iGZ!aqa`y_#+1v?Kj+;dhdiZsQ~anah-KXBffJdjM^ML-t!^VDFOa5
zE0V4!!6>~gsagPT+`|F=3_Qg(t;-I^1uteOB4JG7#P=RFtQuG>Q_h4C7ub|`rGT#?
z`)>#>mS264z&71Eh!wGq9MaYKY^=+#%$jzeLAHWoFQL%%VFZ<J?(qF^xS&WnUGe^M
zSn60-+;2wV(L$3fdi&`$;=}5=-+(nVb5IA_*Exl3@=HKKG8BLUsH2XrxeQ-F0ZAEO
z<K%M`in+!38#i>G?w0U(OPYfljdL3XZ@~_k;WD+^wtV^ir#$?1V9Gkj4RAB3fL%}F
z;g$SUb$vh)VwF24HiJ-QIyWU}nVQH6pB)1#i2GOfpdBR{<5zSjUrkou*G<C`D80`n
z=%=TJwE(bo-Kq`~yEjJ>jox8QU)-vy;W*i{^Wy<#rSJf=b>(Fgh`EH95O7++-`t<Z
zAD+Z;(pxss7?dziZ+YRqWzt;e!k$X;-x&E;Fitt+;2n~<@B}lw>)MtMfa}l%720V0
z@Kqm{Y~Y2PFk<&?hWwkUqxi4(D4h(MaAk7U3l0%2OveR~BqPy)D{xg+kg=-YgZ~L0
z8d8QOSD6GdDR?1~5<B^Ep8$mT$B&$YFAh66jWq!caf!LIoLp&nz1LxTD_j*FdLWIZ
z1Ql;W=BSxMXvAGGN1ktsQV;o7>=RwSm*Sq_<oU-MwW2H29t>tm3Vfx;IFg7!{xXTJ
zsT6krtp4u^&%^{}dI`M$%4f>kMQ9IemNZhQUG#^&Dxc|+<0&Z#_A8DC_h$3ANSmDp
zKVUEW`v(i1oXjggy4jnf4sFMwuPt}R6QpJkuY?zdg5Ym`YA>}C4XBmChtTV4#y{Xv
zDvW+>g3B#VJ9}@IXi%-{aaDYv92Qr%{!VCybDP7EULL`@zQVoXM^z+1NqdSM4^<?>
zq9C?CDBJav<XPxpAHwlr;2aa}G7MHUh^zdqwL7l;2d}!FosHbT6G;4xGC+nh;Q3qw
z%~cI3D6yHjn59(JO?3HMx*<KPuoG3-RPl&`0JsW|<J5}GSHvR+{P;<=&k;0lCPxvd
zrHy1;Wa2OQFdY2|78o3-#b3{1Hd8t+tQGHF;MDFBw9l|Up9;v0#YNL66+<oXzlZ8O
zQrD-pS>}v%#<w*f=>P?jopPn8=LHClieg~}a`@`<=@O5+=UCnV7Cn-gchB4Dpd8O7
ztiw!hxt$9|(^YocvM3Elt;jVIU<0mQd-5O;UR^s3q*uN?>qlwmvp;`{G!1*#)`Ndi
zlWvf4Z98K7aq=3>gOP95MVgM?g|NK)!LN9Lm;+8sxl_~o+ndc{AnHA6#wAq$VbFWv
z(Uxa|!itXwoAR2%I+%dtKEfm4z4WLTT?bouH?rXJ+d3eAA|HLLm#N(8lop09D3${-
zOhbX6^ovSn`KSFq0|$$`>H6Y|Sa)r3)RNF=avpS-fKlVJ+TlbJa0vVs+_zMRB68+R
z`O5i37b#tU(RHd2nA;&-Bf(Sp)xFY|@~hY~Q^T>F0SUNq4%+St7wrmT_Z{y_aJH1&
z{ns-7eLp8!!$nr1%rzN)%)GVj?$1p`&3_{QQ!8Xh;_r~jh)S;at*>oB{2ww>6MV^l
z`xt}>%vCk^prLuGN$?rJ%WJjIp+Cz$<WYh{Lkm;Ayv4o`kxT&>*H2-^>F+B{Io%J(
z+-%9udk(3@_wDWf11K12fmbbPYi#gF&jSl;R&}h^b$x^Z$E`kIXi=%~p%*0&H2j0*
zg11VpR}cgKKF3S?MVi0)ixpjV*{Y2ETW1aF`N@QVHFJ3?2XMXfzL!507FKIr=J4+P
z+MFS%JEU%mmIvjv!FPYnKNEE0C4_bNW>f|DB}_jy<rQJG0FvY7Q_6Ov?4~XE>{188
zz|xgrlfQbbNtuRn%~3{oJCsqz%Zm!Cm2E<DpGtC8Qeyr#Xl1oos~w=0^XvAthEH&f
zJd?ZcE#$<xQUzLfztklP9RwX62M2<WwC9*4z<^{q$>4B$J%nOSPPDBP3W@u{0z4R#
z8wPY_!9E^-2;Frpf{tk~%Fe>LfTHYVf8sxpuyDD)zfve8jESwIq9&HV#)Vgzmq8cv
z`ITkPzeYWE8%bl2@-12#pe1n?vLH19@G3V*MmbB-dp_&V!PfNXEA9N_S*Q<{8uQ2b
z?TXJJ)Lm~uhX{SEo~S%^O##kHq_oQf;h~pDR=7b|nA&FYmT|4C$7e@*d@8el8`-o<
z66>MJMJNqLO7F0!$iCu`9V-qPA_Jh{FC4}77E&vE^F+CY7iK-HNdpyxI8Meb)8-Pr
z)`2+3%GbfUYa34(M&!OJ7;D=;A~OdgZm+PDJ<BUQ6smczu`jXb%X9ezbBUeh)XQxb
z?$&M%e4ooSL{Pz;YbVNfc#SNu<1#fBxN_#u`OL`u=?`h+;0TwHQ$1c41vz#uHXhsn
z=JkfgwtfAcvC5WiSHM$Y$8>W^m>18~rfpHuR_CiQc0fsBoN#cxIZP?Jq0owL&N)j!
zP|n#eoX~!@Xj|}q;w*mw5U2>j^S*VsCT(sgzw0sl{(%u`eqGRcc2dy^a9yS}6Ua+x
z=si8Q14H%@N{f?0ZppVi4$#p1KjdlSRHP3OdufYM3AE{hRDG^|et@O`bO_#vHkiY9
zCkdvyxaIHV+NxeSMR6Es?>6b(EpIqndwFvtaOkSo?=+|U6g<NLA<C}=k3%mML$_D|
z5O&N-u6>$GbHt|T(#}QT86!a_F+(3cifecTV?Ix<^!A+7Ne!C_H!}Bv(<PW#nfD!6
zXF)=!xGzQsi$jo<-1{nwoHwGP^4FUiJs&f3>sJuFUc#2ptKQe-rliF4CFEgb8cGff
zP!7;`<{$hHJ3I6;m#RP}MLF{PDQOCgsSr)%K)qMV-2yeawDmSnNcPS>6Pl}MPNzd>
z;~F9)U2m0bk=XA#WV#YvH|$5}Ys<@@(aG#aoJNDFkw^Ev2?X*ph4-L=yvWDl7^Q{!
zGReu^&0u}<_h+=Z55H*mL@Q!G?N8kBQKH8x;#Tv8QI0cGm#ejIQafLLo%#(rlyx@>
z`SA{9Y2cj+AxP$bNLYagrZG%}KOh{%k?8g@Jwb|M7)9FC1%{3pow=oY7R1HmZq><T
zk7coc?6troMhOMkrjVyVp;m_8U%N%e?7aLG+GI2UfH#WkNq=ilLN85wxWj+d&3OtY
zcouV=MCjI1kX@g2db7cv-Sx0i;EdGS?kG+zq?>O%M{7F(iro6WKXnLu0R-PlL;X3E
zu=$Z9ba(j@zG9rl+eE5k1oKr-XaG=iC#g<TLha7gyrL(AKzZ5C_-=sBHA7;RzNHse
z_08g009Vjh_kM}e{xSdI*kk(mi1n9vjSsL`30&%($?n@&lu6tV&h}fsVi$vF%6Q%J
zzv3a(DZ5wyS0X=EjC>#x_G@*w&%rs(#=lSN(oX#1jH?zoG0ohkC$Nx0Xe{;VPTcrE
zSdWqGVLz#JE8O31#2RcnB}QZzh0gKTaU&LkUHKIH*!AN%gW~euW1!mku)l|A(JsnA
zmL;jDt$dIB8@)f9{Q1js9Ki(e3T>Z2k$`pBQz&^j%&_Y<(Q{Aj{9i57)w`dBE-1s>
zf30}c4?|k>Ku%AI`%A3Gk3i!DnWiX`NQkYZU*jTK8#?w^ZSoE`@v4Ak*2eIi%Y{Ai
z&AW-;MB{;YMOb>7apAv%EM5lHfOGN_Qwej`N1GZDd(~qUqBiZe^21>Yx5Ezv_hq8Y
z=GQ2C2v}x}dD9BHX@D>PPH;;-7qPW$HJB2WeDLR5`*GPbCZNd$1D({fQSJalC3($f
zVSsxRf^y>_c1{&T$B5|y3=OidKQRiH(6cnN%M73J8%;p5#q&p5ndpK5bIK5muClhs
zX1zz-U&EbVyyF`wGo-yZOOsi2nCbWW_%adpZ0F2Z!wX+&a2`vcad$S?it)fHzd!w0
zhC+)>g6X15G}~;ZnyS0ghW5Tc4YzKE<CXdiasd0H$7{m}I`TGLJ3`d|enDuWU1eW!
zWOzGG;I(c_q$N<4+rbo~5F9~#7i+yrFKwIg_ok(^;lWw>fSXWp7q;e#;{rG!lLlPk
zVQ$s;KW}`!>o#KZ<4r??;r_4Ya$uS-p~*!f62_t1P>QRo)bVbKuqy7|m6Kv~d4L&S
zdE}Tk0q*oZ|3;&(1v8+$E8f+MiwkkATa;FOx?7gAVJ_Xq5n60yGmYP^W^3X5`n4N)
zViQ~;f}=LrUVh95@ZjEmDY@O?VI2$D@|}VSF$$RMJsYXC3%>F4<ybduhcE&g+H9~0
zcWi8<tW+Z8nZQ9M(XJ$I%`~}hC0&W$?m-ZvIa1m=LUXmo7uPl}RTv)UH*8D-c|u(L
zY-tTuX#osC>@7`yYa^RYf=dy(R{m&AE@Vdb!hm(<m+E@>Hk%J%vfIm1lDD*d|Mmx(
z3P$KYz7qESOsuhKBQ`y<TNptMFjH$zK2o{x`TuliclWU^2pbm}{iV~0HJFRov9uE#
z8ZgoOc}uR+8_BJ?jGQYzm;Mv^gkLjT<ewnviRyL*ojI0llq*aQVOc^afJVqbfY(7~
zqDEVmx7n^A#gh#U-desWrrNr)A`TdRQ+82jRWezy>j$(VhD=gqg%%>;DA)~5;A)ru
z?O5f}_`b(?KEW7v_Q%g5`<|#P&EF9>1dU*%O<s|3GGf&(xcN(ZDX?}*a;!3A(t2XL
zvYajv@<-)G`NkfYpRZSSvs@hwvfEr6kDMvcT&8}Xd#~Z+*4@A%OE0&VX`lyQ=n3Rl
zp{Th*q5#x3TS2ALzt26e%Yxl6S-Jy1kO1R*yL{Q11Ox-4!@v_RZ94KoRL^rbQ8AjG
z8v#UfmJw61st64-L7+gu{j}I(?Ggrdw;;u^x^NR3#M%s$8vPBw!zHLYcxXDihhPqE
z+{&@=GXINrF0THZdryKCck!2AXW7;3Qp%X)Y6$Nh{V*Bw$Q5js#l`#gqAue<OexJG
z5%kDa`Y3VD{?{{&y~Bn2o$mleYQ`{m1T68qC}#u*4~$JBK{~uB!LVS=mG{o0Z6Z7I
zP~PUL2CIs3#(Z3riL6p)xAz}cWjT4fBKe?JRwL64MPOPh{u{lbV*dBHQPRt2lDsPn
zei-6ac#js5m$N-8tn1W~+}B%UhlBN$OYPZ>76)y@(`3nYA`2Hkj-A}iJ~y9k#AN=U
z&_4WL--)Vp!4-{J_x3`*Z(yPw+RvCUrp9^QY`%cF*+X8ieqx~R1@_g&c6XLbB{BP&
zgG1gLwAq*2ljMrP5_$;C@TKp2Y<E{8Hd8|2(ePxD)ALTlr6<9goP-zrlWTSIO5s{)
zV{L)i>eCQ<BzsLMz$zraBkXPzrOPiuzt@YB0!ITCLNGi<TdIA%b`L1K(J?iuRx(Aq
zquc*v;Aq0boUBm0Bi=crR8Tgh2J(`tZnl2w25)`6-Dp6WwiV9l{WY9NEGIvSAbRnb
za=WeP`w|?<(Z2F&EOThjR)wj0ei_^_^VQBAkIC*Y`B<Wj;VloR5<G)borN8XM?jhc
z1<Q7BfT_3KKdLov>NC=&G&NwbDX??OUGm9%5>=_TWBI?{M;s}s5nSV-3U*QOUHtPu
z8V~G`dyI*nsHqmr3fJlsY?i8e6dQ7l=b*3c!ph!kT|`?AJf41~9W_S?Ve#v@|9<g$
zcW+=9XyTPb=ze(;d2lDFcp+W+V`1Cew?fzKY^ut{b1@)_vxB}ED)VcuAe`FGxwg(I
zcJQuAM?DLq9P_rPqMzy;On@LE6SubYBc^C&eMDGmuq)Rzy{fiyCh!SN4p7`)bPDG~
z)BL46!G4DaJqdI~UqE|fD;xgB$!LQ<QnZ$FXsTv@Uf~^{k)8TZ?~TEC93%JX(1*Z+
z_i{yEhVLufZtx|Ol)n4qcr1Qy(spW21PMgrhuVTS+@Td;2QYtwCiMNMGU)E3t<)`C
zldJNBB0$n8{vQuWG8h^+=_jFbe=O;1aj)ou+R-zX-(0$K)UpleKJmXM(!pOosvK6J
zIPh!782JD-%VH|DH{a|7j0o8gW_`PC5Ry&WM}Nc-fZ;P`B5QVZo(bvxu`KW1C8<mL
z2E_G+L)9#!xwjGPpf6M;t{7rQ|An-D{HG;c3;k_MdZ22|pV2tzN@qU=pW3|9!odfb
z|5(4Q>c{Tr#D+57x6HxMykGhs#KZ)Ss#{XjPrtT4Fn9kaM>y0w`|KxAr{Ks+x)_(f
zd4JS>#?N=aG#;ji+u(}Q%3zraJ^4rBM~-xFZ-DA3AXC}PR!W?)qfqj&>%)sxC^Qv*
zSsO`f@b&CU*Q@6dm6r8etNIkRQ2$o`eeaeo3A?4M@l}weuW|Asm!@R?(aO6<JMfns
zntvH;ucl)UIrd3>0+%L(Ieh71pMIzBX8MK6(!UH4BB4<{d1M^ub@3RQN1J8xhdI*r
z!JN0o`H@V47wAI@V9BZBr@W7S&&GF_8UL2Br%}|WNK;AzI`d_cN3x!<E3X;4H?6rR
z1aj5p%3WuTUPU$HZ|~T}|M12!N6Hfh>V;&gnmoYSU89P9(bx==FY&+;vdec4=%h2I
z1+!h#xXssKskSsUsi%M3KL+Izf7$EC@3e*-(Hs7{-JFGeb0Y>)oaEdK*c%H}tqr@v
zbi34IHw<y<Y>35Ni`}-@gHvcp{-p$9?+XzJ3cxnlfcf5$UH0!cD}e4h=LcxG48azm
zhH*E&Qmy;1L?k#m0VeQdiI*`pdORLfr6X{UY>?PH=7X%nP1?PF5im}#dMzD|RtEc$
z9O&}-eU$NrPy3(-b03c3Y)J&^5{<P3f^m2SiX(dg<>4GpqcCwHuqt^~xcuCQE|QmD
zoG>EkmtK{gYE#pfgzmv#lykjgJM3bQ%7i&vaac}m=Tzbys=Orv{B?mr6p{R~|908q
z2UFg5wJ{Z;i&(qqRVs9NQ+icSvl@V=Ibc8^Kw^BXa_O;R+tN_NN)8cxr`yYM=<<;R
zUOQo^)r;0pE<O4#Y)b#>@j2Mj0!L<b0`y9~j5=mw1mb2rfU6Gb*0dPN5lk?_KTint
z*-uZ9E(8#A50f|7!fz^`JXt<|g9Y2?XR*bVJma1H4INbIm^{Vc+y!rRQSLol-N&(8
zSbA-bC)9W3j0C)a{O|9bDL;(*c+{UCe%m%>GTLvNz8M5ax4F}p!pWyXtqh^knPxHQ
zSedv~s8=G7rzT_72A2$up#JQ3HzzA)3sOBtq-+ojbKw*RR(7_hi*tUU&T!yc<f(+O
z=b2^k&?=pX_z{yWy{D2^GgOOE|JjhlhaB#*&m9uOSI2%sIoDgOO-_&j_WjFG2#Sxr
zzrvwr0_^B2uiNs@3#)SToKQD`2REoGwamj1%n$5k-NwG{veYBYhTOhQNeyfoIKxOo
zSHqhJR#pM*pF+ffLQuwBEh5M^>RUkB@;%Hb+T%uL$iF>Dqv?u3T=$pxk$5~_M>J!1
zC!W^3ZK=)j#|;Ak<NPBxY+h0gB#khm<;Tjsd0(LO*~7=1S+}PgTtmf?OJ!oIb1+I*
zSn)02)8XP~k3$+xg^h^0BSYdI2&Oug{vq`!DG<pfX`XRrLcs&OXBBC)yT$$9cYXd)
zprlbA1WnVuHG>HDv)&2g4pU-ViC>eO@FTmMMwJ(Uwgnxz6I966H+ce{bF*jsbgE_n
zzzkg<jwLIC35eX{hh^#2$Ut1xb%1jzl)3#bm}NYDT4nWZH7-@YK2abmoDZB}Gmf0W
z>#pU*0TvPVJgHqvW1hcIa5M8&s$TmP1P`|GEINwH3v=Dm;d7lz6XMv-F^2*cA^BRk
zadFMCZVO6=I05EB&vWH&67Yp>{-sFR!DjXV15D}FQWDEcubd~%NT;UFW<q}k6)(wQ
zuN_~||BB-MPF&VOS*+yrSbSO#XM0vxjV0YNq_;nck+?;zG25zm2nW2{fQ1TMJDt3k
zGq!xxeQ@xT-|x#(?G9KN!e0(nz?z?@A32jUA`BQ3mrBim)QRw6X^fZ4O-WY&eEs2^
za2gl7mH4d6ap4T~bx0MCoI^j9`P{ADUp?drlqta|M#d%@^{$IXL#HqG`mKS_iw6YJ
zGHX0}Q_sgTSvH4Sp$TSUL#G_&B50Sb=I1c}fO+7a>G0^5Y)>SLruf#r%j168)?9d!
z*T?ZtkIn(VlAm#i$=tA=-$3K!ntx0Kxv&Ot4kfPR0rd?;`9Id4_S;<x*Q*71yGW^L
zhrtnF;#N@MUyq${3vsD%Ej8I+tLd$@ikjQ%kC02jWl~Iqz+6=))4m-siJkWwQ=wr~
zM_?fdOY>(#XF(#y^wa-u+C`Dyq6f+QnS2pUhP~}&7YC(3E<XeDrg#aoO21e&dE}(C
zpcP;;*&?|l9&bfwSY%k$f;lRp%8!@)J+s^T(rO-n5l<I>S$X6PzxA~>3)$|3K0TVa
zs!HbuqJRB2GSHikBY(*H3U2_{m^w)5_bdAon0mvL_nR6tc7}%neBL4YMup-)1f|+6
zZtKxk(-}xOB}7<SW9l~;wRYyFx-*n|T{>enFt1auJ~fVd4^Y{?pzU-!^`p@rxt=9v
z0Bm>xP)e_EtH7^kWTqOX)#U$JtUXC^at0Ov8~LfofRE^kE9F0h``IhZtr%zK4!;_w
zwA>R@)x$U8QXMGizqu!vi>}+3IHIq!G3p@1zghv?IVg=9l{E=>bK#GXqY9NLdlI}r
z|Fz}q)HRz^>d_$Ndd5Rv%vpTORG+BKXcsWjoD@#_Im62p0kM-gf7{gOCK$nPFu~Q~
zEI;~N@rq$1l{qwE>d(qZx2@VfZvN{qm6=by1@n+{E@xBPVz|t!V6wUpN7Q$LWbmuv
zC3e(aNF4K+?2xaD+M?U+X#EsjZ;b_v@T2j9yzrtUaL^3&(Qv{y#gF>S9sU)5_3Ax|
zGvES)E3gO~jASJ!4x#w(6!D$7ixPqdQdiB^DUv>SyM%6O6=ve(j$}=V;imp7s=+#E
z_0Uh~ft@(^{|L|_Tt%6t&8l4p2e%aL#{(lsz6+#+0@z7qm%Tzm&V$Y+3y$_K*~#ck
zWZ=yzdH1wHlvjt$jR9XD(KHu_PhZn7HyQ24kq6!4($0?>hlxrQ{$^Q1O8`8>I-i*U
zef_vvHS(J`6okx_rz0np$)-{HhcCP;9<5n#UMnXj)|or?cPiPqEwir_rC$gGs@oHe
zV_co`HU(z9+Jr+ep17U+k6B-^T}SeZ@ieCH=m<DM_Q;*|2LlnU*i1erwO+A$Z&6||
zb)S*c+n0OHqepn*+@o|PL4_r|x@sd(0i|e|<n$JXEw<mt$qG8WvJO2tbz=r0wix;6
z`rIPMs{xYs6Zcc7PnCt183S$IuwX-S6vx&XxC+nnMRCH6;u|5@xfSk!kXI%lYKX{c
z1(G1&ca6V|Cn&YW@9)+Qaf7D08CyBYU$#41`I$tHKZoxO5w!6u6Y2`@UAr%l^NQW`
ze99a;4E$VG2d@<EgI2ZCfkMz^1L|<<rGg_ejfFzEuo>X0TQBXO4(NrVWQBdcD(x!k
z_C$nn?a^#?XJ0wQ80Zi>b;oS2OYpYFY2t9SjD9ycnl0pE1MU&k+iqse>32V7_f#f&
zhU?~r45n&}Dc=*YscS(b^(jLOF>VkR2pJz9{)cqC(5812zj}V{ui8ey4C%>OF14XU
zc9YsQP}}N}E_#(_=UQrVrT4(M;lwM2Zv<iUa#Jvxy=}7j>0qhLf`6feiWfTRTJ#}L
z7&!3`gZJU$hJ27%z_#(%tg9ExbToH6G!Uv*Y-_>FQ*IJc578kAHyNXwC3no+^h#bb
zSG?$W?M$A1<&dk?-V5j(#~3PDY@CDKZBrPwiZApUkpG1r@OCF1ep-=+3K!e0TkWJ7
z0L4T<=Xs+qxXjrxH>;1Hm_eGB+5~0y9v%d&`yT_Tx`Sl%gZMJXCJ1q3i**jjM_-P8
zMHz`-xM>H=avXJY&<=1z?ZF$sz~Y|0Dz&@kQD`lwlk&%bZG3;gmq9=K&lw(V4$7WE
zDI-vA5N`wjm;l=vciye|I3q!&zpg)ask{Jv#gMXFXFHj5d`C=S!@uio9#IC!ip{H0
z0ZIv;1(>Vz#$IY|2B^eDfWuYI%je>N@<}wz@OkUY+SiZi&##G#f_tIlVV&)%7?d&`
zV0<5A)XnmvS!Iw4Z-qYg2#iB8bKNejn5D*l-9-NyBjHmoSM)CCS3*vrrA+v?IqZ_d
zVEU<P+!U_3<jwbfy1s}qc{F3`;2VRqT5gi`IYV&<b|nMAIDSQ@;`(L}xka82y9aqm
z|Cl8DrRakeJP+@$<LD|JH+ZL^um|071_Zk;e>=Eh8^7v-%aff?6$*T=-v-W_e{0bZ
z3B;-|+X^*cXEcigj2)#m2rmTDMH8XVM}&r3@>{gc?&Y4A-fbI$MFbHIbr_c5Y3R~;
zwFL!kDJON3e%lP>9gLL`dNEZ5?7{xa%@*_FAgw8@syV)rQ!;=~w8%sPuJ_%G84|9_
z-vQUBaoNPZ`}N~U2k>(WicJo>e44bKxlG4)jQ<%Z&+6phnp`g1>G@WQwMJ?+uBS#p
ztNkMMbc!k&8J!uOmVu@EES+!n8w%J{FUnjZtTvF53XKEzqY(XP$F@W1Z1L&kXSQ^s
z1no$$;#)=~t^P65j@C@&C?F_K1*5EUjkQ`IDoG{+aKD)i25C7Dmh3s>#ZrHGk30d{
zFOidk98-8P6j<Uejn~-iA5-7<WB)0b9XXR9Dpzu7+=~Hib~`Z1zbVLx(42k;0L&59
z?RRsCt&;_nk-M|sR1Rfg@D0FZc9%V)89lc?;i?$dYMB12p;##a1Tn~7H8iG>n{Mj6
zyQz0&TnA)>u!qTcRLnFFtJW15J3U6XPyVNq;Yi!%clqAiMjOOR+!zS_lx=yB_Jqiq
zve;VZ>Vrd1N6%=f7(&awuS#_Opxftu|FnRah^zdfZ?xOJV06=vu=OJI#oN-wx{?8g
zcD{!7``#6|Jw#3O;7c2c4x3^1KL@MoWA$+agHNuarEOv*Hl)l$0i8+w&UJU6M#&BN
zX6nlTM8zb8SM&&Qb23(@2yOy?99ds$J4nWHa|bsGOOqx@XGE6Cfs00s3bT*-CnbNt
zJ-Ls0#;D;FFm!5w;8nh32@kMG^%g=C@(ZS1-5RMNPZS3V1-{lF=f9rK4Si)6NIOg8
zM6<BFdvQ~|rJBDsA_4A<lCOpTyW!Z_*vBY+;Fu=x$VKU*V;?;U(d8+{EqC#@IyPbc
zhNs(U%K?s)NK+oa7Q5(bs$3Lf6m{sBXCS^<fhx062MOFroKLGhjH@?5tU62`B^n6!
zbaNJLh}vQo_F^Yf^FNUwa9OF59sSnxR|;+qt|MN1h95PC5d{z5|0kltOCB*rwq;tU
zO<*ZKwI%efzh18}XD5Xf)j3^0S(Mj7UskJpqi2CJPf=lKPMkb!1A@=xG97QEcOUOA
zj@THMJhhnBwhi{*z?ULtWgLFJAYskb<tD9pc^Gb8<eWgNN2H?vN=;$GDyq{-X|qDb
z_2$?8&{Sk%{u4-~@T=v+czzvRR5c}4>xb^f@I_J8CE#N8*RB|z4E;nk>Vz72aEYtK
zJBXmPcKPCyBbSf@LZ}Mu@nVBwT;r?vYjNfZQ5#V)fs+SmcZP!0s-h6p2!aK@WpKB=
zS}`L3CslrdCMg8cY1(ywi(r(={sssEVeG|jcgNzsZRMib-}uI5<{!r+;uooa#z8SD
z<jwcxuSxPTxNToU!?tz1FNKZMv1cN=_`Kx+_`Hxsn!QxMa560E@rIC9H>>nld9N|9
zVhMW1qWy|Gh_^xx*5}<Gd3sDV4HO&8kHgJ6p4LOCEw#K=|GDQdb8*iwb|o$hIugJ9
zSHlpPjJfx)F!`)G;e4=7X3v>V3$p)-^m*jk*qm1|{x<v=ugJ~^n8Nd_Jl}h38UT;E
zP6l1_zpw6GtM{c=-jc!LJXT5%t1lNmGMp0=R<y_=b{`5|f@(bW2S}sDrW6BQ6o>n9
z6lY{d6E4@=jPM|q!;}y@_C5Iw$1rY5bBRr$5O#tCna?DoIt&x=nz9THF@DfLNT(0a
zf<^p?l`qso-RTCMG41_(?p^jb;$39F!ddpnwDuE$Cr1qWKV;Q6cD|kid?}QU?X!ZT
z9R_VmA}6Puw2Ad&jej2n4cYnqMyN06_r2GwZ~|5J$2i~c7{^)jY#c>aweg;<)~sQ8
z^A*R27Cf;+JFQP49>~>)66~-CB|L^S9(%%d5ibP)&|E7aN%v_JOco%j$E1v01``C8
zb-RBOAUzznb$yZ1R}9XcI<ZLcjB?OPbVNBfdF<#L$6;gL_l-DyW!UhUQzd^r!HM$`
zz+Z;;PqpP-70)x{_}R~iU1Lv}j<%Vx6+5nARL&3rkJ0tg7pPnn{%6oArR}xMi6e>a
z9pOO@v&A)}csVGAZZNP-&R4we@c}l~Z@>idzkctY(;tZs)4sp(1Z60zr~3Bq9A0p4
zkmB+7!zhb%BKc~TAcY||t@+~e4ytYH(oSN5OD_H6r>`kB0XXV!Q2c))rgsrX(CSu~
z4UcaSie}(mGn#GQ+D8p~Nb8`)ubr9z4;Ub60N_D}tys2S+Po)!Yc6c?g3@ilZ@mwz
zv6=`=Gk%%`vrQ@dodfThPsH|F_C4K;M8N}J=c)ZSl=sTc_}(L8S6%)m+t(lS%tcns
z=)N{gtFOzm&yCp!yC<pbMW?Jv-^YU9FE$<bZ!rin_La~5Hw4`aYjH%*SEW!)lExl2
zXrZFr5$F2Q@KrhGUVk&N73AS3N21reb|*}@@eBBpC0)Eyj{Kfr467Shw)pPv8OzLG
zvP!vIKUqHk$}D?fOGt0<vnD5EqfLLc<5>zBABI7(g=|hx^5K-UYM;pIrIW{qV|&a?
zY%`NR5~z;95S9u8abyN)jo;cM7315lA=%-b)SZ-x2oQLx(<|O{->wr@ti)W0bsHMF
zdotOq9x}x4&8|!(kT$13c7`ye#<N3MLKttW?M)<iag?b%EGO-ZW%=#t3@q40PBYw(
zH_?{rnR9Hwtfe}svSpI(Ugf_~rWG$saEVy)h6rsgLb*`?pJ5}61hpuU^z!xe@P8ux
zig+x_BLBPt-eDLhMU1IO(g8ct+txPKjBQ}(&NOknXyeh|2ujX0INw~cA6&vxsE^D)
z_>wv>={mpt@q18o$@jOo;?iiXed(buWpe}q&rvze?B!l$PPk&3b(?B=0XBiIIc2jQ
zvcF}^<wC!=r%9=DtU9JKcY5)7k@E9aC&xM+D(POsut_|}3()amYHH-fz6=CWxxab0
z^N72Tl9#6Q0|U(EL}!VA?BLttU134c#D`2_mi}}rVp(}G9!$EAeIzy!puJmoEzc)#
zSFAq%cYnpm6ld2*Qu>?erBO!ziBv0diwf^@zGvG^Xd9h1R-(R~B|x{{Mr_qwkOM)I
zz@3kj9yS`dj{?UH#0uo4v}*jl{<1lfy~a|lRQ!nSO*hK80&A8A-wT$sI!pPrsp{M6
zey*+tV?riY(#t#U57M_~G_JXn%|X#ssE!`k1<=Rc!}ia=oZ~4Zzy$P;^Ii19xP;U3
zGkCDU<viGNepy{ph|?&2XRD)3!LL}OvOXpqbL%k?_QvV67Ai{%6txVgOnH#&ls)#%
z0W8@JRA!ERNy;UM*tLiS3dSHO8kD4EUbx0#GhOBw_!+;t@r@n<YS%Ydds}viCmy$M
z?f2d&KP@k3y=-lc=BN`UQwwwaY3L4JwTuDX?eajFZJ*aw&#)|4(^P37Hd|WLW0w7C
z00eAD*}DfqnC1V81Or(bO&x4j@zEpxmOU|@aR>_Q&cUw+D<2M>P20Y6Fua>Gm!L0F
zcBD0-O;*Hf3SQy1BkQ5t^>1E;=IoL7i)6P?H|CkO)q}MZzL>`d)qMf2wQwmzZmf_`
zT-OcboSw_ZlgMLFd6b{UjuqPK8UVHf)1pV_0bl7R1ao--Qr=L+#{tR@2W{~Fu%2^X
zcT%HkV5Q&v+`GFEva!Vg3_vqVN<O~18qE+wNIdv3z5yho)rUMA@E?YII#%&&J<UMG
zC*>wfNbb@mgNl^4BMd2nj<e-nLPIBN$oTF=(C0lpKSw|GwY4Qv$a4WtA{F~Mt<_Hn
zOt|9optKU3eQ@zH`FmgL5@3kL2QEjAPjPkh#Uy=$33BVh1;uXAUD+fJCdi(E*_!NX
z+>?(OC%(p&`%S5AFxqG`p>@N<^AO!|f5?bdJKb-Lk=G3Bt_b_ol_YvtZ^0w^^5_cb
zn9u=SN;K%{Km;-#`)1tnf}R%8!=@K!7ZiNlrfz}uf`Y7W=)EfLzvwt|2(oB+{)=Rv
z5T%hvk3G)SMz&`)>riXT#0s^_Nb9)OXSwEADbKg?+%0mbyil~_%jI>-)<PI5qL@;q
z#lTt!m&TWR!cQ5^W{-5)a~@&?Rl33-W}uB~eH+82EMtK@Sntk<2lmFrmU{iemdg!H
zm4xWuL5mt!_d)QDT4F=Hv|2T3>Tf+2@&eejLAeaqApN~iNSI#4qxGG*a>iURI{?ZH
zV#N-uT7_2(>&f|cccB|^v$3i-0GW@TUR1vrbchj8qjIP8m%dTcd;*Loqkl$1(zGW{
z!ID|54g|_+!R!bCMz9co2m`qe4cqYZMqzvv#papt1pADbNbbrH<3Wue=hMa7+<qPh
z#hHy)>&*inuvwvlZ(fq4D|P5V9FHb=aLOC4l~AY;mv_L!pX<%yz^3TdQUNQwy|DVK
zMo=tp?LqPCmSadS|3#IZ1NEy=aNiC@$Tr*`AlP!n5xhEP;rAR2?sbH@0&M~#u@b9x
zO3VBGWbMCufyfOR@vP^u<4*k45_Afc{Z_AMhTU=po7%~SVq7l1JN0De6_h!A@!8zA
z6!al3e%rp>BkKLi*^!)3GQ}uHRIhCcIr;4=9frJ+92bYap<xYTCyduIcC)GH{?sE-
z=9R@>IPtr)u69{GE;6|=I?>A^@%o}lJFjE0z~X1l(~#`|$VQ!grp+<m)5Lob+Th$r
z2PWV;TRZBE784AuSuCFQx?oP+6t7H8>@3YMs4&8<w}8>kmUO4RP`JDCNW;c1JT3zV
z-b$3}5<Agj3WlRe(I)}`dp)8>R&*O+C0@0AJMnsd4`OYFZFEfXn5y#a+q#qlR>#aW
zdBNF%2Y+=RM_7>JSN&;Sf*Iwu(lGV@@?qlwGolxWE!Q%Ys%LX5Z1b6E@RL_vEFUD{
zR_koq2CJZD3QlJEUXetfFV7LPKuXfobm(q?^t(P?W@)X~`Ew0~oY(!Pc-ZBLk2*!?
zEQOWKzAl-(FduWq1WbNou>XFC*OZU*nd*#VHc=zh3;k2(3Pdo5k(C^K3d{Ibi~;GZ
zZTLHAnKA>EgIX0M<u)K-7b^lvcgY`{oCG<7)BolK2?qqF|G<|jlg89>`u1gdXgO@P
zKKufk(}+xtXiiUM`?1f{_nD#o#7#lMIr&uUXvIo0ULfBIkIx?de(a;h-BqFB&)-nG
z`KgV6UzuXiKkd^c#cGr+>?0KEfF)tR*e&?K(cF;@spj}aiUir)7ZT0+2{a5wb0fC3
z(Bog_cG4%pN;7ho%y_c|*{v0;kZb+daH|(nt?d=Ju9}U$Vhc_pwx>#e0_s`fN-c4<
zu|orl;R;~e1v=)O3$tgn++{6vQ?3Ed!pKQ4h2s9w$gc4y!Fn<|w<GSfaT>vECY)H~
zJG>6c4>Y4pO44p+d;Rh}c&g+xr6<kyN*^POX@+h&xb%=15QiwRYYwB905_PrHo!~H
zN`vG^4dMDPZrc^!=m<KaIAWvJma5D(Ld=$~C|pDT3W~d@xYJ}~@7&OH<`CQc-5+yk
zi}CFo2!56(YzdP*&6pm}1&n6YH-h9kotPbJ0RKD?0o{k`ZORk0OYnFgv{az!qr+J`
z089~3`0OzU%j<bDCkN~-Z}w|oegJd@7fDhx&hYSDd87oeq3aoo0%R*aw|WL_Wf+x8
ziRm9eP1!@%yT!&+&Qi*8TWDrNZSKvl40UV;bV`L^1-R-#BfoZPo%WTOr;MXv!u}m}
zF+!eC@@p`MP86ff*g!Jc;7VEmuq!gM8Swu=s_pF)hDVLL9g6Pvnz}Fh6MOc4mcuBP
zum)hKK46U?6SQ_G^8;o`0h9h#01BR3KuWtfy$56m(V{pXp4f682A~2Ki`r!*>LQ|f
zb!_43%pmN7>;e7ctuFiHIpK3aZ`^6H{u*OnLsaw}dkwM)i#0-!tlo1&t}!g=uWAc(
zhHH;g_kRPCx6@)F>7qh{{2{hm>_=gLO3$v?&kS&|8`To8^vjRLZ#t^92r$X3Ri9Q9
zpqIB{2B5Vs%OEyrO%+HKlhS{4?dd->o#BovPV6jmid+#h$`O;=I97B(*BX*2WC}5D
zws4ssFZ9hHu4AajK!|Um>}Gl|%cq0>JTxjSl7%2S*_a@|kv5J&hY^*GtgIvN<r-%7
z)R`VcDozvY7a!vlzvOy}zyf74bH0AK{Zx(Dx3Wl%-~miEqU~;ODA9w@y4xYsb^|?A
zmV%%SvZ5}#Q=2m+aA~mfXnBLt2qz&QoPwW0s}3x^o>`L({%#SF>1n_9;{DRujbpjm
z<zQ*iDmjkeL9V2Xq3DM0(|^&m&yLjQr_K+4imtplKCc`$biKXuzO0TdX`;n!ek;~p
zoAuKi$Q5bXDl8&iX<aAC0I&iK<idWY*7*Tt@U4rhiqgxaae3d@8y=tDM2K(jQLZkx
zzWY$`^#-ZI{xt-J5;QJZ7p*6og>2n0mqCG@;I6yw(%su&QAH@4{qAVYk<D~fNSjb>
zE2tu~Jv!CDz%*4HaUes@^U<4dLw5t;qL@=O&f~R3r6;`)ljA;Kb(?T*7fuH0JZ)aO
zSjI?qR7pVayqwI(Z)iIVZ(U5O!EKF`v@WE80g|uziPcivj5oL&EGh$5>La0B7?Ykn
z<AC&I8wr9)@0yP1<({#mV~CMNJv+52AGgKh4KmXnatvG6;|q(I$`Q7MwfSj^8Gx<u
zwJm<9$iajy-^E+J_0anO2Fh17P+~DMjV$J3^nb=_pd_gGi+@l-`}iqM1wj<lbtG{e
zyI;c=T8OXz8mwx7-rchs_rtrEs7}gZ<G#U$aN#ILyi15)&sQN`59qdF&wn|+>pv?X
zKnVrn4zK<bX~$_%h5BQ^3@UYC3DBv?wYR6&mt1ex>k2p@4vDkF%t5-5y?$UML1~Cg
zT)FcL22I%k;OJhY++l9aI@b?G>hrHx0sD^|l>(}g8lyaeF#N}^*0dCePt_6oQ3vqC
zcpv7`VD?1QIoKdMBPN!G<<Jml&sgeem8AoCt-ELm8w(2U0SbICs{bbP$eG85cpmji
z>F>7}FP8B$Ev8^N5_<%B`h5)H(#D*eTpwUtpB><NxTc-`49ayB7icdcQMR$E=Y-_f
z*>Vrj;2Ta%A`!sH10GGc@3JlYVOV#0-t@VvqK-8*mD8W9XLle&u#f7++eE*NMXa8m
z=56^r2skMx5D)E#60yFgMbD0h8qFIGeZq~%3SGiNbugso!p7MQL5}!Q`=4IT2kM{E
zgi4hw|B2upgh|Rp5u;$>%$6JM#2OuH6OanK(Wq^ra*rO3f%g)&Bj0(W(+6QghcIUl
z6^J#vp{m1=627uvYz4$t#`59xlS6R{-SXW6J`SrofY*z8__BHzOYABMyi7Xh#vObl
zrL`4nVN#I@AY#W`_m00DYhOrDN*SldD-stt<}4h=q1DddtOdgxgPF?-@n)}pXB51P
zy?W0z-~CZL^<IM7^&c&Nz}U>sAqb9+okL5v$XCk*FGeK3z}!E4n({MtI;4!ck$zhs
zx{nDQdUyB3hmC0T8%iUIe7Of91DPKljx>gOMOEWB)nZ^TBHpTiMF5oMu>45cya#q{
z58zLma=pI0{Sn#|&wriFm@yp7yu<kreA3&nCKEMJtz5NH3hMxq{_%;KRq{@dw|YeP
ze<B8yG-Pr?z-9JCVvAGj7C_zSr<F}gmp)hFb>t7xL+}je#V5E<7%6j#{C)r=Kv!6w
zCsAsP9(;1ZAwNw93;=&xaO+$*sSk5)+P4}|aI7f{OR#DlO<s0y7?lgM$bUhjO)fd*
zHfD<Mwq>|ug8JY-m@A)x<y6Aqax);>(pC?NF^hWh;>-=+<M@g!V@;ai$8b`g)D<S*
z7_1=Oz56Q_x^b*lnHIn7`9>O2a@A38X~tZx+N`}|PCvy>@BpETY@H_nXlFA!NiSAx
zRTW@u!*;>PJZ@ZdJZ>a7dCX(3mV2@Rc;=iP4OMAoJxZk*fVNcXnDO#awH7<w4VVGf
z=z;Hd-_>IYvhI465V;P${o`lec5M#+-VX4I6%;^D?}*?|3YSc1R<{#V`>tx%_|goR
zapitupCIxjg7iZdBf8^rG0Bp#Ghs@va_6XY3{Q6;ZzbqDgOAqcM9XdhYN!|?<($;%
zmc_<P1nDvgueQt}BmUWP%9J8IMGxRWBo4oB=yP;I-VX6WYa7vv=&0i_KI8jzjK+<`
z2CF8z*Dr&g+xNHgYPrj{f0n1B3rF(`WEK`V+qnO!5&Q~d-F@5^fF5ojZb#PF{N48j
zAjU@L{v<{uSJB8OvE3-^#D}S(e6qnvW*Q}Am!-duY1~jk$Us5Bn&$=!Rq~{NUil-j
zkhWL}iNv*o>seAneW&`KKVXU%QaIko#gtw*8n+Mg*1Qp(TnHEr*q(BQ99)x=@?Bzq
z?~j!l6^`1y|E=Rr`J#W^pkL>$3K?mRuJiJGQ=!#HV?ek_P?a?zZ}^6?%18r#iA+4!
zL+QR%h|$8%o{{e=^Vk1G9#WyZ4^wsb`US9p>DX?F$k8tG0OJQomkTD^Vb6W)SN*4|
zZLU1(<VCiS;|>|k4%nz>k;jWe;?3S#5gs;&;ITeAo_!OJ6U^#ZT}lejKp<Yu{CAx;
zuCjM8wXk4EHItCTlx$;ylsD1e+N{f)ucfiSN8kF|5^Lelk@F;~P@QaoFPxEo0W|q*
zV?W@=!)G2QGxEQ0e<DH!`c1CES2Vnk%Hg6boLT6EZ@K}M@2x9r2hmn7sZZ<2)r*!7
zn6wXLS1h~j#41`hdI%5H-o|#TIn(mSxG2G{hTrQ=ILd2nvF~Akz9sb(EU%@|he8Tn
zDX9hO${ovo-30q-ilkfU56AV!qGE8Z#mAQd@m?vQk>BSBYEJNQ`#uW3Yv@k3X89>5
zc7Zuh!m>}$m3eyY+<2R48m}RlsAqmAx;P@`X`7M^y+9m};f?+$@+1Adiu*-(M2!{4
zE)up29{;7~QloX(w&KuNW1FK@4R#}8K7aT<r<)1qK<<F6EiDerLvGm<e%bKtqU_wA
zef?*q5%xj|8~XFay@HN_`vvIRT*Nkn!b3Env>2>@w!o9fv-<M+IOtcjvSl~QmdiJl
z<{63Mlt`|Q4W-ei@qjrnFccJZB_L*tKixBbbxsOa>^AW|T4p_BV+0Faey1m9rvcdU
z)SHg|Pb5<nIb2BB7H4}=Z*{qojIFWjsIVM_P0SDqlA&n`vX$8jPCK$1fAiV6gO54R
zR|bqYivS(2cd4ug{e|`ZKatm{t5WNfXzfo%81b<_2zBkQ?`cCscfCRPZazr97#`&_
zZbNeY)aba^<aF9vIx2qKIjTAn(*0WaaCiAd)luKdPwSDn=ZwlLLRi}oEEq?z%vY7;
z0sMwcukvUk@p2g$AK`-uaBn)j1arwF7d<^}d9VH%PeNPfwkfx9<rabY8j;Jsu-IsG
zNT#8uNRj$<+fn?q5hLvutSg`kWOs?3_|?+lK8AS?!4p6p@C&m>_X4iDq&-;%{41gg
z*f#azi-nJLJlykKjNf*IeW@1K>ccI8lKqcp1)*5xGVx-5yZmz3c=4tYZbP{tXbziT
zA^@BO=tSxFqVKH2P8<1eVsiM4ZLhCt?(m=KIKxypQw`S?Uiq=H;jL0(t=WouO>Mi&
z6PV%{wY#u!k01&S;Y;SeS+ge%0=kXt$s_LxMFo*dz!}T;G?Kl8QosQGjCuYua^fYY
z&mDe%6fYk0OMrB{u3)#PCDmw*!U=Q`Q^>F=DfRkpFKmjZb!AO|4@?m&9Mx@CSzAW=
zc&vcM`v^pc7q5L``{PP?tmTZ!qOkPky{@<)tyGLunxS9eGkihlS8X<gblxw4@vS6`
zX}ckxg6Gw>d^Y+5Zr_TO{IZe2!_i?%1>;}Rx?z7NerTV0HG|~1w^Q$EA&LD!)f#fO
zG$<nqoQH$Fkw?YELSHS7&j3L62c_LX=eUjr5TZW9$Mc%G%gWtZffAv_RW;P7Y~h9w
z2*PYtq#<(>efyDQbh`@kxSGRvJ&O<{#c(2!)yus-cEtcL@5+Ny))aXl%z)vVXGpqX
zXZQRhERf*EXO}z_%qaT!o@wnA82vT}y8T@?TX$_Qhq_2u13xJ@?*YohN6V!2S5e!A
z$WiBZ#Y4L7g54oY5Oc}nh0cl@av!xmW*b7x2qr}6L`mY6M{~@ps~gB0jU`u(0Z}YC
z!BftQspbhn?#X2oy<O$qA_#GW@)sm@FBg1%YZD3(8>l!8<h|YJba_&O-PWwnq_uES
zfF-}ayQ9@2jtF5da-78<E#$3eF~Pz<KI9!}bC~%8?UEC%eM{*ouOk)|pI2L7c~rVP
z5gc;7U4a7BV|*THo8O<2HgnbMAA+=Tl}kK;*#7Oxjib3;*5(KBdm6tf$+eeHULLTH
z9Y=s8Ei2RXS0x2V-F~5RmM}5pX!sy;wVa!PZO(qDj-(75g$i*~sJzMOQ6UI$k0!$q
zfAGV0;>$*vY<X)?+(evH5w<&4cWH#nMX!6cY3&&qv-t^D`2GKh5O;pXFpYDyR;fE?
zo*8?-MMc8HM-$bNOP>wj<Juh2Cu33~&ze+#&D8A$y3Q@EuJhPaVda|PiPP_6kA~4l
z9C{<nWk=edg6E}}<^oTvfF9t6J&smrW4T&Ii>Aq99FjkdnQWPm5Gy}Ir{KWKfrSjx
zPjj;-;W<y4Lj5>&V6;Y%!!)@zP8UEw-PQ(2ju^tMztkoe65MEl**?9oL?sU!7=>2q
z+{6|TM5kExCC@n{TlA;hgvDb;GE<%sc{?;P<H5QBx8P{2lh2y?R_iUaSn~1GP&KO|
z*Kvc<V5KQA1jeo0wI*I#M_26$WIpr{8?o4N!~C>d5T`a1&X5VitbQny$=ixM>ICXS
z2WBkJ1+483EAZ|G!2VC4VBR~u?3s+9ro4O(gjX`nHPFW~GvQ_5ChP^o+`DiLmXCn$
z-c)I)<2p^sP=~qk(=!dj_jd^N5qLu-;ZWZ!n;ca@8v3=%LD+AC)6my=U<b*i*1*ud
z@~JMrF_r>CGWussg!2KzhKCPCic#ubxfol3cnqt+Z2>;I*UN~O*>fL)3Gi6zJAzxL
z(xB#%_Qv`PMRGxgh|Z9jx<0<`(`+|b1>3U5(lMLH_jdaQZ%5pk!#1AIZ2R#uJd|Hw
zYl$ava4XggAADU1&-_c;bfXlBtB+Ds-BeOtg`$)AEqdtA2!NSgO}s<5Puc}*)nSOZ
zF1(;_C7XG>qlmMQ-F(SdqZ|@0r)^S=0AbH>>4K59X8`U;pCDxhBhSfL$m7O2668yE
zUSTcm*?j=w$2UMH3d)S`=|8DAlxX6pUM252Xw@h9aBur@_dcJ7*raKGwEESUOx@LR
zIay5{)d&cz0E$<Y>Zkwp09^pQExD?aEoZJffs;x4q}Ijq>7JP0ifO-?m4KO}DYxNv
z8Lsc$@2kqG2y)rxDrqiHVT$iSWBookA_pxgq&1wMKjwiSzUnaTs1|+-IlY%86*nC;
zf>X{U;g-*rf9%Ir97=$47jOL?E6W*lsA$Wqh!H`q&}_q_3_BJ<IYrfv?7r-SwAy?m
zRj#sbJ@-ZMF%^9n4mat}Har{1g|wA;>{tF5<!_caY$UdzmH*nKk+tpIE7~V_DZ{gV
zRgs6cwXq40Uvxc7^e0O+V1~{<A@w`^)N4T65-RmIV1-jR&?n-1r64{27HeN;0je8<
z96pi}T?QH6;4*JLp9>ym{{W?<%Gy-=4Riq2_4$u3OOkNc&s^=^bGjk%wF{)v4ax};
zkIuh5@koE0s)49pNvL>o%wtd;VlJ8i)IH7lLE}pkt+%>SEq5DBQ2TrE6+h<66eJ8P
zeUxI=oO$r(ctJe}%p%p#|EuG-44qcw$sBKD<fn4fD$ci5c5i8(^7{fhvq+NafW8bU
zY0N@E9}uS9mzb7{0lRio-TV&N<+dr`$lDc|MB!T89Xf>A8djEhBGQ@iF43;wlul@7
zHzTvqT)M$8KJj7H4<p=Gvg9j=&y+Dured+X=$QOrBSphGx6!a9-rAoC;I%xTb<Zl~
zY6CT28zG5Jn`JBhC*rYYH(1DeSsIw0Qp7T^z)b?Cr-e<hMjG*cF{aOt4OZ0cHVYjt
z$mU0pZ!Xdu+KmL!_Ex6I59w{YwoM7R$v*2F9f2pu3k}KtkG=N}isJ3oMM;VX5=24C
zNRl8q3j;__l5<XyLCHuM0Ra)o0+LY#M6%>8lH-swjO5Ia2N-5NufMy$UEis*>+XB&
z)~#E&>ior2Pj?U9{q_paTI+ehU1>4k^$5?-|AA3Y3_h{H>K6<9DAZyt>Qc`AHOW4K
zaPU|e+>djnsd(S}I+ycP8$qgF=FAhVf3W6iIEw&gA}}SSH)!c%D7pCd9O;v@%Mf%H
zt<aZa>KD+7D01{U_6LSSBfBzDSZ!OX7QS~Jd|ddk)v{_z>J?1@;MquW2T9la!;6Rj
z=i+xDi&<;|_35e+LAj<Q<~j;tUUkpbdvF@>S#pY@&VbUpJF6;9OQ{4RR}Fs^Nkihy
zk!NdOqxO!%`Anth{y9CZ%~!jN;`8i7MNbzMK`$cWTjltm=|uS`_meecDa1MjvGp26
zpmp53E?Z2>zs;r(RInf_Vws;d%6zl$AKf;09FxenE0>1svygw|1AyBeabHP(S8G*w
zZea16%8itMJIrX1=9QhI0Vg|s^Xo~qex*x|4yvx`YrTu2GBe|#Sdm$0Pdu=51`Li|
zi^I%L3B1^JEOM%BJ_mq7Pu1G2X_DnDpSjZjB#;eZE$0v3{vyaDVd8C7+~e!$yVh5=
zcD$S77pr3%&@;a_Q60tBba}uQ3DZcz;9JO(yvEN^U1Y8W`l|N!K^wtGoLoFj0*<I2
z<>i*wcr7t(m#bxif+a7l?+<A_kbNYN&T~WqCx`BzYHO*mf^%=;7XXLaIX0{zW!JpD
zHiTLC90@EzbV6)>NuX5n%yhxMyJgxN61zq@1lKmT)sZWRD4yITTi<V~8dVr0M0wKC
z$|ab5+Tm|N<$%rzUlEM=WKY6LcT}ZB8)7<ZuVvhSV2OF6W}7bHDM<JyL9D>_w=fV;
zMCbgXD<^7Ac`eZ&zIVt9VnjeCW5R4b3tRF_^s0&_5dd}lO-Zt6nFj`{X+mb)$76RC
zsGU2*7nu^S+XT?>b{(n`UuWA34aU#Sx3BL_uwBAYN7GqR!6S%{V!Gwu&Z3Otd5x1$
z&%B>Njz#f!mrC>nOmXfwFXt$-le3(3(FC0oR2zxk=W4}<i8RlU*v*9Gd)^r6kx2NW
z5Op%;L6{9K9rA_d?xrX8VdA&7B8@-kj~t46^CWF1wh+=(rprYY1%fA=g!J08_k^5u
z@`2!DK!uA^0;V^$*;ao7$OgP=GMD{5a_r)4Fh^U&9$gW2%$z?|hIM1(oV?<9f!RME
z`{5Nfmma@Mf4azS*pyE2{cjm{tHSgzQA3<w<MC#WogAEfoXS9w4??|dZjg4q=Fgev
z*Q!(Yz-zGS4_2hM(OjQ5-qxuinJ4>5Wfx$_evYvXHuLT-9Tpp})WDFnC_{W>)4%H|
zNR0FmwVEbOeJ@H<2$%<t<9N85SMp?8Zb`j4I~dj`O&7AF!AL%M!d|&>9OT|r+vwWW
z?41<;YtzVT<zD*ZwHV|y_T-=&)TxI*=nD7K#+e0NenSyc$-za_!<ve4fd@z9^Lg%L
zJc5tkhJ7N}#t=wN=@;SiF^gn?J{e@P8;d6u1=Ygg0H|dpz44?Aab2MW1_1<k0h~gF
zZ$JFOBE3i;H>f&ZLvJP~511zpeFHRJ_AGTNAp7W3c}y)t-VJrp;8&(=Tqb81p!<Vm
z68kqaSJz=5jFC`o32cxGtx@TIF7G?t=FJ2|uF7oUCTe038(NkdVnNpE1J}Sd0Yr-%
z0M3(kG-0mA2xVdYqKAO@IlpyvAZ9navNAVGDbBEyxI^xUC>@et2v=-Fk^r~fU_fPX
z&kR;8NKfA5>FzGB(YoZd1f+4SdVOT*zGX9_>^^4OUv*wSF6k|>nsE-`W(F}r_kFJW
z#H)&+|6?5L&j!DwYqVlC9BF8drH<p-y!_jvOCE2yP&<)Dp|qq}D)y`Ut$3#+4`_)F
z{OB1T$8&*Rb-z$-rM&os8idwrxSn&mBNxX3A@ybQsPaO8(Zxp2DGY7rD&+ZqD#s=9
zehC$oz2k4#U1e9UlsF?nr?lOaIru>3-#H~8o=-7CPZE1`kX;nSmJJilyG6`OV-Mg5
zinMCLz<xahR4vt|iW-eIt$uD~7-c3vR6I-03X_|<R+a><BHqyr5M{OuXsWreWB|xh
z$K|tdoag7HvYU5+fnEDW>mJb427Dold~9(#2~=`@vQbe!bn}}_<#-?u4SD;Wp>8yS
z<@Kv}7BsY-_Z-Q;C-m+v!4syWzPMoU=8JE~9YpRE9|17#ml#7%pj+}xfk(AX;rp-Q
z5^Yj1`X`mT@&=cuR-q64^0d89%Gu;lpmBE`^-)D0{~S4+k6y?DZ$h?rA1giyaSI)+
z4Fwagw?|Mt0$ox;$fLrv>-z%|QhYxk%@;PM?JIDi*_p3f=>?e?bW)dF$)|=Ez>G?H
zl_3STkj4=)zCfacsU+`Ua4xl3x!@uRSqn6=w#Tz#9gDMP3wC|PyHnSmg798Fd21XQ
ztK6#7dk{GAbUykaviTjj1uy%Kvno=>8vILJ)?2bpq1_o0ZI>I{#|CDUgZ6rc7l_ra
z&2#r?mor1)z2oNZAZT*-{Grz#%@SiGAo>e<Xo`mI4j!T;twex!@8RX{1MTOmRXME&
zn3<*H=LZ;@X(vT$+qmz&(KL6V^uvFl;YtPdPbbc92p0Ht73evGc}ku&jID^RCfW5I
zD$`$AmDqMWI4VnGie432KziYu{>)#$Eg)hedZHveeT!u5^JGw2bki6k5VUBV@7jJO
za+-ALsBOr$OS)J^AvAw&n4wqUi;6b%SJkMq%+Pf><wZYzWHxQ0!=7uo5MlYLZFQ4I
zB4}~xF}BL{dCn#mXooKL75t&Rjz+>Uo!)R)5*C;y%I*ZS4^i>qSWg|>Y(;Ov<U?1W
zzc_vVu|p)bB+Di()%ZUE4)fO9*Vs+&`2NP>;sPhCewU4RjX6@Wb^aLtOP6T_aq_o9
z_$9EA=Wm;{DKBZqzU~N0)e4y<^w6Fz*<m?Jz4JziHa8qBu9iSbc$^Ht`F<VDBQvCq
z`XMEB6N&D0P9nkptpYG*KU8m>X;-3$5)>spx#EufKQ@RxyKZ+4K4@z$EwOZS$YyLE
z-9&c-C67@{K_Lrjr^X~SI$^R(2e8^49IwK%75zCW@U?PxJ!gVfe9>^UV2O(!ObJYa
zVNM3oixh;ZQq^^ZSN$0`2A_7GWJ^7gTGFy?fVHf}4={UxnIV0`#GsZ9kj^xJY4_0B
zXZy}vhCD!QXx`k&SfSKd{0nVleM#`_L?%imXE)%v9UEWAtxr7xl;s`fu^1kH@ps+r
zp4Ri)WxWoRT#$T#xR(^#JZd{Hag={kj?M>cc_Tzk8L9rzDNTHy6<X!JeH-Zcjut*i
zi3PgVa5D~V-am^So3Y;p1)@JyxYqNAVeVJ3B~5%8;$qx#m@=cH><om`Z;nI+Ll#}!
zlK2!+m8gi3I?ykoW}mqNiDJ@>D(aF}s*TpaIYn4Uh~Dtn?&Nw16ZF(@QfZ;$h=^RM
zIZ-JJcy~Yr_(IX|s)S@6wuzXPrg%~liPC-52e~-c!)CgOn4({L4$>?aK+SK1{w^WA
z>4&RWc|wo8`Yx3URzwNtJyB<(Dr|qbaD7%iXlWWSw5?^8$P9B`htYgABmugVi0Up(
z6`GNQie2Cp0(t4-USceyR)NfzUQ0|D;5OPZ83(k$N+H_>9#=^{zMFf^$I$h{>*})C
z(XtNwo97+B5`G@FrTv|;87@-W2@@xL>Z*K@7qX`E&T39%Qy6rt04!rIktDHkS*3m0
zhkhRJaySG=_de>%nXaD(1=#*jY(tEy-xxkoJc10|0d;tK`&1UM@WH1r(t=BgPW0yW
zNiO%x*X8fbf32u~`#tL(Pz6P<%__1F4caX1j$YQD`~<-S^l}^2W@(zmJ7ZH&Yhd``
z&iz3};o?n;YlM*?P0x=&@uMtcgb<=;237^_6NI+2*r+a~iN^UM<H#>&g?7>0sJ)yQ
z&Bs3K%uo-Nvr3(2T#|##MrUfs$UD@zy6NFaMC?gNFb7J&|E@Bs?)C25J%DdJ`+^8w
z-#EC~88D5K1_Bl(bU&h0=TiqEole|Dv+T_b_wTIel&x)k_cFOXA3a|P+eJ@lYhCH~
z3Gidhp_K5GX*xzvO7(30t3=s*FBQOGL7xJxN4SE4x{4GEsCH)cpEzj<^r2u&lGq+C
z!}-UTKvbtF55DC?!hAL8=-DDQ;SP8bV5BgA%ojyfso$XmU8ZHJNkcqWNPmC}9`Nj)
zncU%)s+fC<F2eYOHId>?eDjQP(D1N3N-E>L_#1oxXoVPwhKqW9yp}!O+3og4rf+`m
zW*$BDV}w@8JiYXuS3aikHV|8J|BZU!#vD5a6<>s`<(!PwWyuZZsef66+^@l`+YdVT
zJDK=ds|uk&$Dc<cB-tm54d86P+G$^td&kvt`j4;QPwG~N6?$sV%f*Z%6ZR7GKFud2
z4CU>)U!1`KI@Jr}x(Z7mA(i(jR!0^^2g3gp0&uR(Yo1L#qKSwH!0w~1HL;7BlbE5+
z=tUkkt6uy3bn)P070G&!yFsD&>e+VA`wda&68VB-wW`O8iafmK{RDY?{>-m^NF|=$
zRl08E!k0Sv+9uUUD=Q?#HpQS+%S_)~Vn~A?{(1m!{?hHsZRk8c3!dfyu#~%uQ)BLD
z9{PcwJ$lZ&VfCjT;lGYCV;FX3e_>Po6vE8;g-agHkLVi%QNe&(oWDwto4K#{4f{fK
z6si|Ys@|1n(gAJ#w-OEEf#;srakRFhKg7_=Qp<Gpu{+)B=VyT_d<{ibD@r`%FlERl
zJT|4>(`G*d<Mn#}qn&Sq*X7na7Am+Ot6b<B3I*DAQd4ILvAocHQqRLBg}A@P0o$7a
zJ352MOxFn$*z`%8+F;I|->7Wp?8~#1ND<*;36JjcAL6D=2xX?yRdULw^bUR`E0ovF
z>8_bnolzw3$RHY5er5jSm5pgz^m9Mh4(QPqnCLR)Vrurc;tPk>!4|N}9d!-q@j#PS
zo=4ELjK?^NN4hDmlQXy34ltYW@3>ZH`$A(!o0p(5aX|7T_AzuHw?w1J)Zv_+8bs9X
ztpIl_@E%v{E;>n<WrLR%*Z_)U1FICN$bm0E74HnDj9ng0xss;M7&;YsfcAKJNxG2Q
zjA~X6TN<jdkBD4P$v*Z@@>l5{!BY3V@g8Rh#7XOEqDn*=sl7kC67)6Ory7Yn?1l+4
zPSGAT_rehqE|8ZE6ItA#B9lK%vkBsmM5$VH$I<Kala6DZZ_y2);Ns{navXT7^B4ax
znSHYMst@y{gxjEDYRw<&k12c80NZH<XhXa*rgYa$C-u|%Mzf#3D5%_k9Q(rs05&Eu
z$5jqvYdP+5`{s7GBc^+Tr7B7$FgU7zt@vQD{N1^#q|N@7pfB`z3?C$tjaALK%Ysrh
z(6PT<jKL+f(eb+;k3gr~tfJ%xV{wuT4eq_`wnsr3<91%--_~s0WK)lbo42{#eNd|b
z?ilVYMavdg%(dQ%(isn_xyFWjRm?fFSLvXcuqV)mImwO&=0f>=D90l~qW%0-gI_}c
z`4OKFwy=9w4bF1oF3VcR7EaGRpivg%R3#rYR9EpruhH)UCSOpKos)QYMA&h@bO$qZ
zB$9dc)%WT6+KEKx<xb`u$H@)OrNHMoL&vAi_aa~y%=IOvIQix}B*RIa{FlgSPxY5M
zo~V!CTeY-JyYp+KZi2pK@xbJ_9Hw(#dk&B|Jowo-AbHJPU1!hFJRip#-#N;sS?)JY
zANKNFJ3d!9bDbIH*jTU4pyEN0(N!cX#7sVYJEu$Me#M;am0T$5@pew<%U<H0gwbJ|
z0_u4eBZ-(OTADSFWCSBht#&KXJ;@H7&TkQ2Tbw(<Or8f4^aDMGhWifbbm}K_J-#$?
zX0J-@ZZoG$^FO*w8gB@XCO0=$2N>K9N<vD;+AwGu&6(?s0TTa8j9f`NVM5Eb8&F{1
z<>=#E+5`v=7OcS!jxidsu_1PL9KU!>_z+>m1}|prXiy$AOXx#2V%^>Fv$)tL{Og9n
zDmRjU6NdqP6Vcf8*Ua?$qn6AXq(5T-(5@~PO|a6dgJ_{C0iRZHfnMPp<Z<2%r6>2M
zc}-fI&sL(=9?p7ipt9s!bNSP4ArO)eh=ClK?q~D|RW$9KYOzThs|IrG9NQznom$3~
zCshgtUakS9ot9|A43d>%+BTMBpamDeO38l^XpaLezTDNYWy)wi(nWHj`z7NaAifVD
z1;Li|P<*Iof)j;{8~$Dayyqc8YbX9WEO;jg9iD)oNikRKmt$cAG;1j&)Wjw4r7+h<
zYi)g9Q|R_`eI#IZyspZZR1U2?wU2->%9O~^#x{tXI7R(Mrgp|u0RNGX%*-AgMiATy
z);_SfY&;G~cjxH`6QN5il!U1~z;Xp%zz_5T+dWqNI;?w-db3~ji-m4RUSKxV4GhND
z<e-W4h-usVA7bx}jyBi9Hw<iP!7Xj*)Amegx`qe;<rV_NqhZ>O7JY>NQOD3}ajYG#
zvn^J?Rexb+qnYCLB-2Z{6c7Y!_fTv|+?Z0j9!iZ5+-6aK7aQrA?+kaZh=mG(fiVd$
z!`bIO%IANf{C2~cskOKwcjy^Vc6MO>8sC~D0c}5)wCQ&oR4g)w7AP}Aca{JINwWVW
zu5GZi#2#3eZxyDS2%c-iSz_?PH`h;|PTEYD!8V{)zM*M7!?HP~$DkI&BQjuAWjj2s
z-ge2E^5y>UNyqDwY}ZaY`-4T1OD|x1tj>&RZ2--r{zAci<ax)HR=@Qu^IXbB9(wa=
zYWrcWKfIHNywA$2k_{ACvxH^;l6B~Q$bk4N*MXIO=4IHF0?K;_&|+}8%H^x!(CIIl
z33n6iV$LB3X^>)9u+ZCRl7A==^|VcTl`sA+>SL}mIH-j9;D*2^XY8`RX&}x&?v2d}
zt^sd$RfCrW50F6ovTUP0=g4ZYddYEM7W2*mP4^GAtvX=vKM?fKs|8ia!bsGyfq=rO
z_&c3Ivc;e>N<hMhI9{rBm}Bj#Uh=YNiy61s`?mf>Kxa5~7PC4;OH)u3>ZC0z1;deW
z1US}OapCiBRoQ178~92GtH7uGW3FF;^(@Yzxgo4wX+2DBlA0J`;FUnWdBP#~pyAyH
z%B&8-cDcW`W;JLJZ+S1ze5gn?4{(6Y<eGPx2UdC8^AeyHYQL?G?W&*4Lqq#%Mi%?@
zUZONoguaKhe=Ss!s$>O$cwz<pAw!SgEF<HO7WFTeno>k^I%oQDetjIZ*$XHG9ayd%
zDO2gM`VSmd>sdCsQD;dq9?jF+p0ADrlUXD3YjQHP?cuq%u0JgY<-l|G2|nj?>3A*W
zfLNrMmv0Fc*d*~Dt0zM-YyLpH;-Rnj)50|R)Gi8K$y1Qw?J|A&X%K`D(oX%4hD4Xu
zP__#WuD%Ad(`gXoyc)G^Fxk87GP^!$I<^XF$Na%c)A+<qZUk!sg^-4<-m&(r4Z_Ho
zHH|h}MNzXv$+w`=8T+z{OSS+Qi<0k~Lfoveh-3eNtxa5QdLj*eP=1@$*~i}-igqV(
z0YiI|xdHs^um~nO^jz?9T5xX%rYC^~z2=4ggJchyfi}Bo>uwo^`SFHH)e+ddi37(0
z>rP?lUkTYM7Km!3Q0%zMk?T^1`#EI@4+tR(;tWxD4@{xtAj6ZI(E`sfI{>)F(Y<HC
zF>G+kRN6QMJ-QJ#6F!JMB8DwC(*vj~IL?|9jD-h}zjBvaNFcX!AFvAVSN7!oJI|vi
z^kx7Gxt}n~DVy1owg?Zx0)g<~;Bh@)rif+&Tm2e#maH$(;6ZDBaQ_nH2ST%%+UZ;X
z`%`cmQ>9SN$x7uop}>NtrQq|dTr#ov3b3OdLyxTHE?8|~&Mqk1SZ|)E9^`@H=_z5(
zPb1CE%B8DlfMeS{IRj{dfr&@bpiYpAA|Ocgh~$g(hd$y;xJ-WJ(i3TjQoZzmmgM$T
zd7S8tf37(GOZ1`!Kbce_=iM(~TSV>(JEhGTfnGrqktuJ|%h--z=FFAj-T`7~7MJ+w
zp5v{8uut2N*{VU{mc8rPi*4PZl~Pk${kF5T!?p2Us6Ju+zK6AbQXhmG5JDiM-3kz9
zaY{(C=Q+<h-P0S2CVX0y8koooGVjx|=o`a4=FKPNwl(8zt3yCDS+t9$-<N;6Vxj=7
zqU0|Mqe6^hS(M0Q_iqj(+g#U@oAMhj=tbKRTKUMZrFEvu^FTnh{-dEZ2Jf(w0`_Ca
z%U|R=+l-Qsnts;eMKtV~b`{7&f?STH%q&Lrspt~B2*|A*FeKd3;W0|Vn`!u0Ey?P5
z>bJC(cpzfJ`s&njBM}>dm)A%jI9By-okhT74kMT%1rbD1|9zpw)OAP}K#w&sg1Qa1
zIpvlgvSoiM(7}~+0-~_>Oz(O5lLrlnOs(^AKdy6nHr&5~E+x->fiD=0?+JKj9;!ns
zVqfY)HWh*HK*p#IBp_kN$=K@&bE07$=v-3a65w`luPzRV)?kzX=x@qdXHhqsDf@A@
z8-{LL$S80qgIN){BU)Fg!;oZSKnk&uEWxv;4B*czN4<T9E~>x~e|xD}*Xy_FIh|@|
z8@*bC(bMAHi!$a|lEr*8HRBh$-vpJ59K@3|E~Bc@ZTtmUwnO>qUj!=@QwJ`|FW>{E
z=<mGeFTMaD=+TAjQ>>BM>kr`0w%|Vy`P=L)Rp#knQBg@Vo$3b0cBByR4L0bj1i4rP
za`;8}MXmwk4LPp^40=`xO7&odOLs6`1k%pZ--Aa@uL-zKv}25h7CM;uFFmhQ$*$vo
z$jT2s%k8!U={Rj;eZeOs`*crEzA%5JX0y(mlPqrgbcD!FqC1hRQABsTC2HOfJY0y|
z(ELloaBE=;wHAgL!HZjN*<bGiu&hU}J}01N<vZy+cFE;Z$bOK8xzgmZHPyHc?8$&!
zu4KY136YyaiD0th&d@C{uiE45`oC-@Sf&kC+4tg*1ScbS@xQiE%rU^SW%pxMf_e)w
zhdJkTEcZv})QGwjP4Kh8oM82j*pcXDXa2oVjU_NAOKLTgx5(53h8h6_O!_P`_y8YN
zT&2lcs!@5ztGPtz4C>7|JFNt(F%U(Bj9|r82G)bO)W$|NVaW9<Fmxf{#cy!6hy1~U
zC<%iLQ|Ekkd1t`EVkmA<qfOd_Y++vE$Ui`8{)B^oZ)5a28F0Hnuk58CoEU1<!DfGi
zrez=YZntdl*-2F?<@CsWHg~W9!59z}Xq){C40DupTIF)vqj}xB*Z{>K#E&qF*Bg~C
z=g_t=j3j1tQbT*3cU*54)vz1;vf+o_+X>*kl~Ik^(hZ&{)pg*DwR$P}HzsN&Ef`E;
zL3$$4lDv3sPvjLal6=5u7@4s`Cf4XM0gl&$n4|6dm*)jpwfPMI$3<`^kMPW8r1)ll
za-7y4?py}_Jn6G++oXKDpOQsp*UC=O%<r~<0T>pSd=sEE$#sShpBmasLNhKazK)g6
z%S_xf51nIY%a#MRiS2xvkYSK#L|p^^t+XeCb$+g3=oHkB^1Zr+7f!x2#Rs6R_Anhx
zh!_lTUXm{9GU^nk^BG$fgMK1=-(IAME7x!qqx^o){(xirM<|%8DiY>25+E>ry%;4I
zh_XaI{a`MaHwDG5BSoh6A5yE|s1%j$Uqqcp&R{G60#EhTJIbmJnY7qEite?Ht$Hzv
zUy=AQFlzMgR6|N~v~U#Dyaooer=$y_KwDK~=p6U66!rjjXWt^pTHp-q@l#txa{InW
z#s>iw^UHH+9UHppJ1I-uEa=bd1Q)oOb8xOKP01J`Y65EtSz0829r$r6{{**#1*I5-
z+x966Qzm#kZfE_QraK}%+smR^G3al(2n+>yMm|;-Ja+~R=jt>he<?{eiM6w;U_X{b
zF-pMYB7i~FEt=`;Uk@0v7ED=Y4hw|7lBkB8d1*yYG~{g?>y&n#ogrtzbzE+W2OjIE
z@>bgDO-YERc*xK$umiJ_v<Cj)pCD8kX>N<*VmkhfvP+lhV}@Sc@FyV<4!G~+@p11=
zccL&h;K8{ve(#|^4^L)W`2{O)(V%yHL8L$rYn~0N0i*s0>ty%~(4W#S3L>OfA{s4o
ztA#o~0t+6J2qK)d^i1__t@DV8%HL=am8wL9x&{dEfc)CjlUnaz??DT)L!wjdu}nb$
zENAoNZi|c1i_sWkA3lWOJhgqS;Os_FPZ`|FZm%Di0-uR0ggZ{<IG(`m=q4o7Y)}UK
z!apRJGJc!{!?-`PSNCRA4h-4fK$!;hx=C$@d$-T5W~tsamkqL_yyBvJemc9M9~G5H
zOv{OeNYz=m)Irb2dq9Y{3v3xDyrr~eFWzx_+_a}{EyvFICKXFoL4L{hq4U+pDJs(w
zm-GYCz@9jC8+WY&SCV!Wrhk&>ZucdRVEv0@tEL!<Ha@8~ZLb>Z%;}^&Fx0U)V!aqT
zjNYiPi}m|EgY3DPJ2K&$NL~C+m<>!RU>OEv=+>Pu#i1Fu__^GZ`cHrjo)^a&X&61I
zE;fT)?b^>Epc9wwnvT{YnBiGe9h?Q*GMvfxcnwYrJC~Z$q*;#)xQCKT$!W$&T{%j7
zCSX?WbB_H1(@DrDWE}NCE5M^_Jv4843a0X7Fp@wpWVNGe037~u8!RS}uwf}=n_MO=
zYM@|O_L_!FKew4*VXnln2E0P%18?Q9xX4gn5@RerVO{`AK#UwGO~O}L3y^OqI2_Kl
z#V8)Y*8r=2%9RTNmxup5(D(NITW{PNP>!deKOcL;j1rkyk6E2LH8kKd{dIWhcGPGp
z1qZReT>1{R5kr{vEc)U)2VJCXP{X8{Gz82ISkY<H0Xm+;As8iKeu8sH$_{%77lIl_
znK0s5v5sJ7=y?B$$ULaB$>kQ<wA939tY6Zp-{hi~3k3xXsongW;Ub4~60OGK{s8oN
z0!Rjy=um<d%@_=9afH<#9V+6t7WP^xhixIZD`BTjeB<kAdyqFKHpfGBtk^?GV99yc
zp*eEq2&_%@j~=Fz0<?&O{S>9^mNS|V52^jAbAYm?DKePGoN*R{rcKijkMy9%^=8<m
zy+*=~ft(ku-hh@giThc`woY{uK1ND6-*Sy9h{FrSYl<Qsm)NKC)fjQHcn=)I=ew<n
zps&#|;+Ime-_}OG2Q@*7#UuZhGFA3~Kx;>gaN}0+qCfZL;u6sFgsjtq43awnApm}<
zB`A;{Ea7;!C0I;A$Nq$^TDcjip6GtLT4HkBVWxJ(GQwiX{U4+1U>4IkVp;3X$Dp|M
zSE3Kw#!65<u}6X$0t3`6I|G%kxR~ItXmXfACIb`4=^D5bk6Ag8Jj$15c9Fep!joDF
zw;u+^(cu|VCwO&GF%FZ4K@614tT;T2@~E8aYvFzZUH|HS(q~xZkcNyBSEU^@lS;j&
z2Of3Hq5S+(qBvS3XRtAR6r;hnrb3j?K5t?+FWH&yvMtmIfjv@83Iy_ET2Y@}zr$Rn
zDa2zwz}uj0U<4l5nl?ZWaH?^4&+adhT{mnQCkz_29kF~E18ow^15(vN$XKy9)a_Y?
z<w3h8zvBG_MduqIco*0fKp&H%&R*F3J&=etE_JJ#<N)r(n5}b}{r4}2zAbb;k^vOj
zo<Zs=DZ(+Fsa*SCPh2;%x0jRvE3MR&cA;_i0Ey=l#?jNlSkz#1`s(m35jDgg_-4+6
z%?#@-OtAzg$#xE)S%DxZ=yU_Lqmtwx*gVFYklL;BWccby={e-OLI|rGJPJl(j4CbG
zO_+?b^Sm@>nAfImev1JnujT;aiOGLDo%2pGY8(y|IVXa)LQz}O8FEXuR~pwL&dM3u
zkicn>?mC)!1fv5U(1%@}h#uvT!7pq!4krr^f_--l2UZEL@!3m~Hexm4rM*!qaE#Pr
zz7nsf6GPL3&0S;ZNgBxKKUj1CZm=!;mYMus;4#WT2Gg+fL91db$1({ZX-PFVdq=B6
z>GzuA777<ITbL_-&nKDZ-=olZ^u3VHd{Vv_pr7&x;fg`KYd$munMvnI9X{KC-l@l9
z<7U@07+}s!v$k+e^#5S#kf3r<k}qN&s?eV)0K+&EiGcp(P~l*^4l)86jx-q@+Ov>@
zm~wE4f$Z0~#3V4okIwA0tz$UH0_TI(Z}xU;oYi2(hIU{i-5v`o2!Nj}0DX$MWnt+>
zsXW&K3nO;e<Y>JtKrcl{1gJJ!#=3eCido<Vhq!M7{=K6;-k$OuI#Z=K&x3FG74DOW
zhJk_FT=p!XMz-0tOZ;`2$6s=ePQF8Pe&^0U9QlJ)8izhDddIH{JF5i$-(T{(d1y}-
z40V<^A*HQ{(rd%Lc#K;;ZW$Q}+5t2g(4#VHC%Zo-P_g)MU^ha2O+B3Mq?P^!20&m2
zxC|-j&*s9OEyYHi&tT-QfjEJ*<PChWtZ!YEb8VAsaLiUNG5?W)SLW>s0ce9X)smXI
z!4-(!TIF#S747dC#UYhJtLpnZ2~D@zkofDGCVYr{?r|YVaPpwMeeIWz@u(76Vf9iR
zcM^s{9jk<tAN1D5`E%M@4{il77clvBpk2JMOTS^Cn}>$I&fn#^Kvn_k8TNo0gbehQ
z_tV9lvRJZQK3KZ<;-BMXk~C=F>KtoZosvRs2`f4r$~2xJ*^yF>9E41f7>T2KTQ6*u
zI&jyat*5zUYz?3zlH_%FQMIy*)GB5bQ$Kx!yfO`$v*QULe!csGYpPx@R_r!|P77qK
z%i+V?izVp5ChBOacPJAXE9L8pYD+~gaXuy&AnAY#O?LZVKAqMjHlk(yOvEV>U@e0b
ze~dw^KPyU0FTW0?zgm^&{pLkS53UZ1@+p_P`?})pCR!0)tAQr|@r9gk53`qZKGsCG
z`SWBx6<X~?{}jYY7U!I{cDjFNZ`--qdU|=-S-JlG<ZkVBn@@m&m*MXR5m7NQ(SL2_
z7y6H_5)uqNYIbh+UJeZW!eE;=1COr%OFIT0Lk(*uI~y+s9vyFMuYa~EyIR?UFAN-Q
z!Onsr{0uxwc8>NAUf@7p1|C^=7k3YxmsU1*w|V63d>n1;6g{l`8F-Z4yzD$)y1Q6;
z*)e!|c!Lu>bM*4mwDXX4cYW#ZX6NR`Aj-g_;OGK&1AqVSCue8lZfnN?f!zL&OYy_r
z&r<iiXLm1LHk1nD6I}A~%Y^(jmVw(De!chS6qeA?H&6xTm#bqngzS7=rX0p9eK$Lg
z6(1zUGu+(pE@)y)OH*T>Xi?6g$u=@fCJNfj-dsLa^L?yyJFeyV@8YPTxR&fFv}$|t
zCLE`EWisiFJ;&910}Y()qAgByNdmuuFXet`%)is#xBl-h|NnXuuD1Ln&q(8{pe|tp
z*V~bwdg+H44!h+JkNU&9%!64k0P`qLNa~+JX`8ly#_&?VKHd<6KXsK^oEqU4A=ss)
zqUWfo7<p$-mG0K9`T5}HhBm5~fvT0r@(H$Ou#^K>p}b)~cWnmU7F$Q{Qy^*IW1;&m
z>`#k!c2Os1iUnag=%?rYtqnSOq0{99_EeQ3-A`twU;p;3j$N$^gA=}fQcSNQ9JAPL
zYq3jCIVCLB=j-!Pdcyf~GtYSMC?hZ6yapm1;C{;9y5xvsRc^O0_vC!0blL3b-;)<L
zpgJ@TC%H-A1(;Dj_1JW5ZFS4aTnxY0-1#^J5A3YFIFr^+eJ?eqWXTt4K@%k3x^xHU
zq4~h#xK46sTFmZ@`)(}+B7(tj5cwiGR-Uj@v*5_>YrYfRqU)TMz1~uj)n+bcKF~kA
zGd$j^u$O<uG%f=nsI#g0$XsrBx$tJjJv}3`%CzplyWDO&FsR&bL*H@k^#zV^+T2+B
z)U<XA#I-ZnsI87JTi)5(n7k#WOTnd-vUFd0ztv+3<;){z;etrVFD-RaKWhx;P;hS2
zZYs~71;@cO^h6#L4;?MdmCc!!ub($$&)`xv{B$&M_OMWG7)Mjy8+UM>bvpO2r`|kB
z+vd6OFV30vKm@p*)s+dMB^H7o32%`pVHWUo$#DGclO;6YG*1e7|DmJ!-MclR!*n8D
zTN-nDIp*?^Y1`aKtA`wq9{JyCX2re#Fw%gGtk3zk(8F)NqRsE$DVgJz_esllFYC$4
z9aH(K-{jyYE`RhWar&n-zh=U#e>-*4k?9#pLnMaj2bDA4EwA83E@9qSS-o3cWv+LN
ze^3R;flrc8y(qFjy;EB?q{V5Yc}P)Q^)Tb@t!pnYB^L(@d_uB|qi~tZXVH}^AAXYX
z5WkCwS#e;&3A0W<w@zgU!LDpqrs0;ilr5Ps<|1dQz$~+izgw-jWg66qIs964fBr4O
zbzt>f>g*0IKAbZW?9LSHEYT47>$-cZHlK18e!n&-nR~uR&Ni|wEDQ-J@W2zFj_cj;
zeD)Bp>;;ik1Xaj9+k~)n4jzsw8yk56@3Rj-;fod`Y_)fHI|;Z>gQG12iO8#OUF)Hz
zG)l8(Sk){)W9-V7#fah`jX11JaM`gmtDOO<hmhxfcX8j|;>s?8&a;_^f9*6d!c>$e
zw{|=Bs~KKeTAT@Z4|njZ@KYECxwn*NMhd)f8Z->@mFC>Ey2F0-L?8Ze;{CL!Rulne
zhw%}I6-#sHq4KBQX<p43>;Z&(;N3E*yUu%E6pT30xRjzp$<H0=@Ks3-XX<H34cEmL
zpQ*i!DvyK^c+wHCd=$(4!;|{q{e=8s`g@%h56ta!zjB98>t^zI9CGA6@+NC8So!!c
z!r<ZkqUhg3_X`JkoBO{hnc<ZeiP}Xh>nX_ZJn~cTVizDP=jYI-Y<K2(o@V8jtd-Ds
z%UtJGKT${V|L3RvaB@X2jGU19U%mf7KK-9CKvaPLKb`--LV|yH{(}EEoWFpO;D0)Q
zJ~5&H*PZ{IhTFI_mcr2+T@{WHJe*hfq^Z&+GBkyD;SRFC3oK*|mFuuO{h_WT{9Y1K
zlH3oQUY+QlG)osaLdJ8lGqDKTZD2U=FIsG1yTjqRyk;T4Zja-fw%*}XBOE~qm+(H3
zM$A|Is>W(@@A%(e{4ckp`mo6eaUtMgYD#<^!p)<QZMND0wK#iYk5q^aE3}C29ALv|
zf|VUDcQgepAHivZ*hzU1aZ<C0`lz3Q0bQIS?q5U#!~!Mam`pg$hgW5JB67^v^GKM~
zeD57#?Wbz2*0~k=c|V}Pm<Y~cEB!hDc${{BT9u7{6-j5-rd5(2N}125hdwh4m(@8E
zTJa)*lvDk<=s;jZV*hYH|GD(2mI=Y#Tvi`2e%|6w$$04Vn^#7Ztd7T5imuC~>gSE$
z%D-CPLm{z0TYHn=6cR*MeG`upd9Pc+<01b$>K9|nLJ(nFhRNF-sUd~83#q%p#_joD
zAlh+%CWY&CjT-!Bg!7u!v(#Fuh%P?n@|!^l--#@+CS(ooh<s{qgMvWT5nfqy<p&d0
zp+EQE66OVqk!y-}NI$=?U|6LUE<m)VYxP!$TJQh*CJT{2lT(;b)4YRG*b_HTZIPQN
z<2<iB2ZcB+Tp?{$R%Ht~S4W=KTX$<<FFI><G^L=5YG$9W7SGqqUK0>m>hSqsM^4`-
zY$y2oz9A@ed~?p5;f8hBTI>AL>UWL`9Kvv;-^Chu<CNcm|J1+6e(<}q36C>yg_D-p
zrGxnhby0q}cEbto_U8TuztYd!Hou%L!`YXMeaW_SxiwL4gf1Oww|g=|gLvApd~a}m
zxaDrXmL8wLsSBCIJ%=>^p&D)qcquXe=f-!7)A3R-oZx3BR>p6Z>a4;Yv0uX@?ibwH
z3ZmBkM3IYhHT-|_#UJAiK>GP}yZ*m0cz^BKKL(Fi=syh}pXk43JO4*|Bk$*>sN?lF
zDdDlPV&MCmZ2T)>68mp<=H(XS<^Q(>_<8@^14P9{|NQ{I|MmbeQPKbDC;0!*j?mCl
z|DUdaU*zBR{#SDM_ZEQU?m5_#N9J#`<@V3T|9h(T-z8!B2Ka_a(^QZ@O21TQbQETK
z`E&OkreWKX$mm+%ReHd9GxSaU<F4CNPl##mKY6cRZA|u<dtxQmO>?(iQ}sqZMR9$_
zYZyW9$aw=20vq~6gFyz`2kuJ3p;*#py~#>HUSUbcids<J9eAFdmig=JBJOQz%5OM|
zx&7<w$}^**WG`=%Zoa><C3%GWL1?Mu(Sf}$^lGo|{BfWR9m%lx4HGh{xKv!MjXMC^
zU`yD*&2_+D-yl3@xfS`WB>6r)HP$N*tlJ!U&YvHAdV8xAr|4Y|QG!SGC&q<L8t(Dg
z(X@w8hSVwT{)A0BjQ%+p=u2U28inBrCpVYWzr65yd!BmK5OS+YHt<u=o%hsTafEVF
z38X08HyO&ug+0$`ZXQV(>Elpa2fW)I&u=FnMLi2Nc}ytpM}_tFc_lA|z}n_rN9W0-
zJcjePhP?xXN+B~hSExR}2|LEKQ82x??zzGkarLfnY{5_vPJuO+!E=j<Dj{jxsA0MH
zroiJr+~o|!ee1%Mgt+lpnv}E2eRrZGW^S)ghVGFH(jUn3#jh#mNm}LHeLNg1_ZrPu
zc6Y509Ui1&(8^1<KKKypyHTqkU1@l&*6O%?JI%W=M(%qmvI#U-s*;R-DJMkTZ?B$n
zM9a6z(mS@}yux|UxYDIvCioc7`T?ggr&4FVG?quZ#6>E8XD&Xk3>|3*j#xjIX*@19
zxv?dQ$*oM52=&|cYav{ZVQ=b@tD-x3_Z?#JV%I{wL<OkJsFV1y>C5PiBF}rn@0^Xa
z1|0|a=Uvf!ZpB(H4<U*rY{#OZd?twNHNX-+(n>Q!@<#h1&A=PKW(xaWCVSE+b>5vf
z1!JpE<DB}!IWIiSn0Dh+nQCuHXLRL0h-I8#%T8)!j?TQDLHSVTDxRxBm_1Vq5A>S3
zH@K+nvcVGE(eyRLk+reN;K1f?>p-e*AV!pVNAg}=HyerZ3Go~N$F6h)*Qur-^tv!7
ze%Is66sz%wPCyK5Z<~@K`ghv@#MfxdQjH(*GP-N6`ZL<!{^Q>Krt$GKy8%1NV-alf
zR_JFh?JI^x)du{Wr}X<#bUpa@0y=5Pt~o;?v3!<qjU*cI)*n$r9`iu!PIQJ9&Myau
zA23cwiw>k9LLa2yQumigXHS!U%ON~Tz|VUUCLzD@^38{bIZb3wR-a1;C>PUN`jkp|
zWApA#ro#qmdh-^Qh4Ys*9eI=~%lYD!HYQSt2$^#fwCL~#m@E`RwF9OYr?8w!inGr$
z&wh^+O+A@%FL^%2EqeUcP=kggmV8K#a1{Gf#q_gG*7Wsn*$&~bI{ImK+lyYY^xl`9
zB1@0+65=lNGO1wbS9JZWLKIH~p<Fs?d2HSiNX@_=ftz-F&?<*O1vdS+346U7v>lnt
zow<B254nkiacw^R>PcHBNf7J!K-NAIp7)u^S%JZ3tjF&|<||u#al|_-8}DVE`>GLn
zHfqus0!EUr$LU?PXUK90Kbv0^N4mpx(XXvT+gJyxA_5!no)r%J-nU7~SVB=haU3G=
zb>GkO;VWSoB=FQ^QP8`^e>Z~#wk(y2H}=Wvkyr)4JT_||tC`Xttq<RmMFKTTsfw0}
zztYp3vEVBE>h^R8VENKVQGR#$<AT0OV$6N5U0Nig>wLN7f%q0Oq3OhHsht&{DIQLB
zvl2f&ndk9aUlJ@F4;FcCtq9(nzKA*+>?EcQu{nV(qvwaa5eI4x#8@z!HD5-x!Z5ZZ
ziVwX?r(dvG{Bp){t`3Wxh}))!M>s`(-)KvdIV2{%u_D9&2^UTJOHIYfR`n;pCNW1l
zRRx*Lji>E&n)p;dtzHsUhmQZoe@S3^BkMQ!b@pi}n<Z&8UdMxoQC{(asBIh8Pb@DY
z#cU2f@ld>#x2!bePl>Rzv{s8qw#>0go)LH9tR*b&Xzfa`9G|(dN9BXR+kRCkRZ%Az
zQvBPvp3E&=qkZv}FkNiVYSj@@AjJGb>T>bnkl!8iIFXgYBUL}Pr5LI9$Xn8n$;IEY
zFH6^xW6Rx3c=nZC+nP^HMwd)T4z~n*zw^$Qj0X%$@w(bcwu!{N(VuN``j|G8qWhB9
z^gZZjm9kmf<0aP^F0-E%KG5EKoPCejj+G_s#~bbEMPDYgW3`9dZ!fC)E9Yx_TLv#!
zE+rPFO@vP*PwY>GP3TNGPee{IQpFT#ROMZcd~q-}hLmR3hU;rQRc?B|o8O|Zsn4tR
zQva5|k`^iFM-E-~Jp<9tFU^({epP%)|C0Zu(E8&ei%O+eH7j&o6kVL}Ti$o5?5Iqs
zKva%Y(o_aM3UdlQ&eCZtJT)~knpK;X6;m+!+N|qeb<DVa(l6QXt}CePqKBiat!K+o
ztb6`FQ@bJWIP-a-$tZf8{WS23<25as2#t*vl1*Cf{mpyvf#rjf0@JGaYSH&E-}5<4
zykngzosxIRCON<3I=y$&cfxiut?6=_bQ*H1n~0bYn#`KWoA8`4_>M4W%Uvpz8Lt?-
zHTK*2qvPI`Xx@=#(um+R(a4%(a6yCON#=`k3cUg2=)B}2y`r<2DZ5e`*E{=;b5V2Q
zbCYvDHBH{PXgO(PpVtmMWp#*~iMxBpc+EEAEZ%Rt(>U#Iv8_IKGEKgvw?#X#I}uO}
zn;;p3jad{!)&8_%J6bxE+Eo0sjBFPR3sE*sYGyrR)l(Cf*k+Sm7@6Xodii<Tt%JCO
zk;x{HlqqVIB2Pd8w_Cg$)1B5${XydaGQ%PLBK@73@TW{c|G|kDKhkCghX$(#Wprf6
zHFeUqxyJ_zI$lh@Ab64g0)OZrgEOruqcFpr*Ij_Vnz!<km6r9ZpDS#t@~Xb7pVwIj
zd<G2kr}UNe2TEg&&Wv`AJWHZWNetmtpXV=T2kVL|8^qGYXM;SZ*7lRi=T>UDYoE<K
z&2#$HXBB7lx-~5d1-x&GY?*28#-xP3$DRNDbNP*ITwbirTbrU)zMeuIu7a;>Mo;sD
z`U6r3IjMse55yfs!^M)tYedn@F1v%CWj?K9$q*sGox~z_ogDS54AxJzHgm3&>ZuR8
z2h8S7F<#!D$&JGG=S@cS`3<g~P3vXrbo;Gi=w|#bo5r5Iar$v0*=5<6*^!b^q{m_Z
z@f>1u({=yJ;nFI4q-QX4w`!npK6N`|1C{Jvms3PPUEYnbhkAlCSLq+7b6X$QrfjsA
zxO1b|)#!FPjsz~njm+E3II=jLI6U}{cr19XcV3gaP-Kz?GWhX!ve;Vn7HO(D_-)ON
zn9wj0$LaJuB=RIQx#uHn$|AuX=zIYqt0fzIm-6u9L&d{g`-SN05BC)5qH(k`zny6z
z^GfqJ6`}O9F;THav6n(q?6u6blFtR)+!iqPsYm0h20d`~3gvi~YL@S;1*}snttz+G
zj8i8hJ^Kgc1$bDfnWGakv>n)^*lXBjt3qG6W=>}8BpPSW3C+LuS>7Y`B-*fri9rm!
zxqS~31XYZ+=P=d23y<CI_&U(pFV*^oHDfKYE|IrNL2=tGelr=e`F%V{YUOU>>0q-7
zQfM2|Fl3=2z45O0eYRc1i-W<y<on4rBD=Ca+UM;w;hEK$FDfHMRRe{mMeBHx>7CED
zxwo?sV$juV8OQo+VUmH2tm%*CH~zHm#n1LaQqS&PQ0P)No5$DxR{H$<bA3f#Z>@v;
zXx_^2m2%2NLVv<}6*bkA<Wnwdp1GO_CKB$i=I@@c*r~owjo@0WQ*$($`a!R1l)tND
z5twpnq?)ERJN5&R;{^uiW@>RiX{%Xqz8vQ11#qRQIiGh|%6$aq#eGUnqh!5gg#NL<
z`SsZLz>r0-VRGxvvD5VA(<#mAchg>_XC_VVSyzoK-Xzm7LwJ2i!)NP`=on8C^Ka?;
zHJ(Xhtg{6NLu45lwT3Q6RqKoT%TvQU+mrZp58X^E_a}WY=etj@eFgUf=ZqRo_6@$2
zyCH7RP8!<i>C|L2Hd!Le1MVWLq5BwbGhi+3_HzQd0-BIr2Tx6aOl}?g<)0ng3+&kt
z%+<tIF&r;=eB$>=#cu9!d%x`O_`Q);_wm+!ahl-z{dcH@2n1K#ypQgQgFMre;e@E4
znqNs1d&9P|r=h1ww86kAg0>Al?=)u|WQw}jAy;ARe;z1m6zH+_ac$z~_J?tj`Hk8|
zNr98Wp(;Lmo*Y6cUrgk0`r+!Td5vtO82okn$+HuAWONUAgSpe*%WcuCyn#4Ho+fj*
z<`tj(?e9I4Db7pN&rOj{!B+~uW9Z#H+{|}A>@`m%k9ec>cS;ZDujhk&e;_1KMZXJ|
zn^c!sT31@<(BJVRNSrW2mlpU<W=(NOymPN>8sy1hWOJlOa35;j%zd`})S{R!P2&5m
z=YjJ+$wAwd-_+_7TOwNr?s{9%pW6MRp>aeo@=uG+%MD9}z;+c0v?Q?XPaq=Nk!LRA
zOC(+MpugDl_mvvVZjk!|yt+;OHOj%S{pnoO5cD~wYCY%z6+rI+3A_+_Vs=RLU!<h}
z%02}Ighl={%luc4W&%oNva-*tJnd{5{z=@l8O;8*6aT-bqW_V|3H;4A|4HNo{)<FT
zTk+X{UrftN@zvFtrHF*Jh_sB{eZ;_WO7)t6VeF~WeLSrw<u{r*5pP+2<ZdY3BV*UM
z)%}UB82QLX{vKgisP#0#F{x&EyOx~%`r-#?0z|3M$x=GH#|S>VSvNgvj|iG>#L~PD
z#rx%Di2X+Jv*Epi-FDNv<O7{ZoCl=X#D>^EmtVZVQ@oJFnYeC|OiTNw)LnIc!2QOy
zX`ZW1lht$T4>aMCh%EC>tlRRF!V<x(l<PPjb*j1^^8dl>KTT%mkKp5{_)PGn<k4zp
zxyyOs24_>>r&QLp&s0Xk51R$EKQw7BrL!#OeZc!{`ibSYeO@5GU5l=AI@UT+m>j>z
zRKw!Emu4}z$@<wPieLWT!-J?}9IRU(JH?tkh@&sX9I~<e3hdY3<3%Z37m!VVa$Mi)
zeQ|YErE_V`$N8~CefgcA8tk;1D3+J<O}TrDJT{AwYnnsCekslVzR}c%!)4nnoGw@g
zE!q1TrFX=-2g{cEkZlBa*(>2`p};z4HqM}}YE9O|s&>68y}n$cfndNozJXP}lzBoI
z;bNZHxkAK77`?aW;)$K(%+0wag31YX?{A9`L#7QJp!A;>P)da`Dc={clV2|=EKrpj
z93&!6h1sH!q<>a_ia8GTb#P_o{G>bz-_q0C`bh9L%AqM-BE&GB+xGTb=;Si=fiN5X
z!{99Edk)?fSV7@pn)RTW&0P{pmI;^HP3kpH(5?w7-|gPkW{1**a?d#a*O<*KdP39p
zZp&&ik90Q9iQ;TMSiW#Q%!9vmX~(%6kMEUxTQG#17l+I84$T{Zm$*v|Sa07bk>aM{
zax39DO5^>Ify`jtmf@Sh_6c)(i8T@OdIaxzsPN01rg#QF@4O@=dZQ?PJEC2c7keqh
z@mA;|>HRM<-{UF1lB7MGBBeII<u5CvDS8jLOExN=G*S9;g!S74j<D~aWi=&FnY^eP
zZ<&Q%<>HSp2;M|v2fZcxgfnh+X9lbG&1}U}np=v$27b%=-Ot3Q{5ij@QcnRPuKPu~
zOnr#O6>jk>>6UcwE!<HB!&}rxa?j!onX$<jof95?#VL|ck0<_0-4LUc@M;bBX5?q9
zPY)=%AFf6keOR{Ex0<q6;hp?s^GRQgazpq9sXz!&zO<gKEHGp%k@6uBCd-I<(y4D5
zXK7NAT8TSjwfB^Uxaa4?6`Gg9^$$$>-Gs{U>PV(PG`-pFxU<Z9<k!rxbPo|q((ZX^
z9mv>v8%hJEgU8W#x3R?&7~?sIk}#$)FuO48l2YB;yoG*C_DfJJ<eP@qqX<&}PE%|4
z%Gep1W@Q@I=SlaJBbX_*nc35-Lv)p$9+|O9vbHcL^@-amdOR?aHrFU)&S9`%AxV_d
z{P>vlo`wpI{Il8TVk!;N{?h)k`Pz5BxlI^;|J0aetkEJDq!PrVm?V&TlDgVgnpB+N
zoV=SFz@qVSI@LGTf;)%Jf)T2MDY&l3(Q21&*9pn1(EqHkT>VQjTv<N-OS1Jl>vZcV
z>#!A}E-jYk#E`_gyBbB(+ZAIh`HWQ0#`FEh>Z{eO#pmqicxe?yzM{sHw!2R0w^~jK
z>{#qf)*r9atW&L5^=se!#cO#Xp#3oaL(+$)4{;}g8x62k*t~GLqxqj^_T)<rH;%yM
zN69aev6JJztLeE<-kZ$&?)qJ0g4c=F$;xTg2{p-G90Mza`DVkiECm0oT}SRzG)BFy
zzj8Y3*pb{xqDrS~rFuxEN0lnrE%Y$mExj*&J$+NKr`o}oum;a~-FUOcoHse`U{Lo3
zOI5Vk=hCwM!Y8AUuZzW!r8eKH4DIutR}GV!C32gH$kdtE>G(d=P~|b?u_)I<e1>S{
zl;(VGQ*1MV_WvAVn6r$Q$!P!f`TgfMt8A;hWgDjN3B{uvdB%B9yG3nkU%fwqteUV^
zL}e)_D#!Gx>&#3n=~_0zs$oRV8xE|3#X?OzUn&-ij7k)ya>Y6%dIR(PGcGv^C8G_a
zvnUoREV%Z$be`;T(HpTF-7s{m-l@3inCnb;HnR!piEvuAsTwX=+^8undII-p+Yfr0
zZdS2K(e%6tc20c$2*rxx!<UToi)<lA&UpDeZh9LuNw&MSTt9sDVHKY(fUR;|xe%UZ
zG|WDHXE=|Li1Ltf;>iP#(O1j$G#&}uw%i{q{9b;Z(3?+QHQv1%RG*I7^yzf%T%3`d
zMc1P^NmNM^6r+1S7A9>{!3fRYrIs5c7?jr~BCQclh(d@sBnlD(A#e3*Ee_(jutMXY
zeXbTyrVlr-rcoMrqIe|)TerXBDd6ejLkRf^?%wdm>uASrZwjU78M9zEouI&Zb}j1@
zE<qqfWOo0`^8q)PU<vD<f4!bxu%9p96Ki=n+0G`VxZbf|#poCcRSI8)KE*EiNkw(}
z0QppT)l@?+qpG$4!QFd@HPQ8Jqft~u1q4JCgeX;1;8EHGgv1_-7_orVJc@`AiU>%6
zKvblu5CH)JA<{*fbZLoFMTF21kc5O@lTeaC3g7tb{qA?4v%l-?ea^Y|IoJ2i9}L%I
zW-=>l&04>5|L*(pE8AB`bBzyz<)nj@A3w@x_l}uIOf1s&Oe||^+b5PUjy$TI%I_c*
zzeaww@jjs-2bQPo--?oI%%8eayoRjtpV~1LUl+lRn`u2c6U}tsIP+q6Bt0*C-g7aj
z*&)iwwAfVIbYeT=T;;f58FJ<6Wd57iZ?e?2^Lz3;U7uHQD*Dc=+<Ecoq=UAx8ekLa
zWc_iW_PguA@-3;%vpum_j{Df$uX`IKxUz2YN;y>})MjtFTN&8}?u`F#`9orQZ8Bxj
zvqQdpwVfNHdtcYz&xP<<5YGFmyNnVm3L7l8AFa9S@9?#jx=vWYc^vgH8D?}`?ud4l
zqj<g`_glWV{6zTcK{<W8^?c2FOKO8gmz|h<i@UV@(%Aj-BDc{bMaQ1?yB)L_G=$2p
zxCM$$u=U2+57zUgh8$K7*MI!+ZvS6nbG56tlkeI%4tE!iI}}a*Sjk+euCrbwSlzMn
z{!82ycMn%_=0jP7S&18bAa6c<{;4c3Wx8QLsCp@Fq-}JFNb$h-ZHpFa5r!%pI8u-O
z#=eFE?AVq&zo>;xq=n4+TA~XUiM_aF!i*)s!{9k>jX1vnqy8cN5BhKP8l&S{ODDYB
zy!hkm7lNb;=B{aH)o^zFdCY)GYvX|F>H8qV0WX3-&Z+V7tg3F?7q%ILzXqeKvh`ep
zt^`r$p7f>3cgbtOQnxT`uUN?`<=<V*NwHnh?@|r${vj*pTf>+yqhulst$m@j6_dSb
z#h;4F9Z!==9GNwb@<$uEyjw{HF2x28M!{*p4NKwt=s|_L^hD%hi0fP>-J@adVL3l>
zq9}&2Gk9jxfvZJk)do++Y^BKwz1+3AtVsyka{OgH7fj~&2<MAC!hQt)$$!9iTAavK
z+k-ff{t;HhAK(n#&u>^;d_VLTsXWpJ7ykKz)>gts38HByDW7!ma>eC&coCfRYU9;d
zVCh;5qvKUl-$WQuT~NhN=qbR5_;VXv?zT5GP(2IDFf;N8g2Cn>%VXx=>|~$6D?K;w
z1-XC#V?E_(aGloLV&@hS97F;>8s?7?;jN%mJ?>9a*w0tF|Iw)Z+YJ4kXE~#H`k#50
z-w3kb2mcR7?QbLY-x;;q|2~)T52N;XMj9|`|FaB)gJs9nra$)A&z#KFm&=a<m!=&#
zcNSc2woNQj=!C|0^-CW6DWspC`DTx9cNiI!rw==Y89zJcw7)3ae_MoT`lryZpD!EB
ziIUr%KXf>!V|c8}`ki(+&tlGMVVl0Op|d-oOBkH_NVI-WF-mStXrADIWUd+=j(#(H
zR7|q(AT6{-XFtB|yPpzOXU9F;s}PeziSk;cZoJO+*w?4v>CB63X|=WAJtQ3*U1<A{
z6|ag3mD=BY<^18{quFm8iOxvpOUxaWj^1wy8r~ym#U#C|%QdsB6Am}O20qt2AzmU)
zs>pNPC+bN&^XL3~-}tZTiM@H6t!I-Grd{GwpL4elslUXAsGZ;RcxAnL=%PWm)g`CH
zZ||#huf9khg^}`DA$rIw2iN+}{~47?Dm3?w?~rlWapmj0^6U!DCe`)vIo(9_w^n_L
zk}Ec^CHL9n2Uyx`&f%>Hk}`J-kYR(N?EgtG{{tzY{m*2Y_J7P?UHcmtc<s)k-)O#n
z?aJ%UK3;y0oSc1*YX2*=;DQ$b1@!a<4*VVgKyO<(-*dfl-V43Q?zd0#r_Pz9x(2!q
z|1MGX_m#iL({G@{wMSk~H=KQs0%Pmi#mfLp(HRY(6aNM!0zS{*`wRcNH$CcbRO_D^
zzTa2FeNG=e^Y{1efkJ_S20Y8r-^Xv>)IO^H8w?3N&&``>j-LMAy6eC*{1XBB`!rJz
z-J{z7nnE-6&^fC8H&*iZt^S!f{QL8NJncUQ_P-4N{~D&!;5U@wUon;XdO)7;-(e^B
z{0nySpD4?tr~ehM`F{ncym;Z}e*jZ%{oGmxiJb$$q0XRtAYj|JH43@_+Wv2wkkEFa
z9lLhy5E9xUymQx%T_U?hL_~J)-o0n9*uFh`MEC68y>I_MQ897x{o*3~BqSxoC4v9N
zf8S)A5O57})s7v);(K=Q0gnFP+_t`eBzAA#5SkF$CIQ+mu}w%~+g39O3_Rn`ZGUgS
zpZE8+4S2+zyM%X(?AZ&PP`Mwp9r*6;JA`)b+_3}rG#L0Cv_oR2<gwG|c1c;@5mxj*
zaOP=j#%`tarC+75_b`;T?>>4avge@8p~JE&s%pp8Pw43C0SH;c3l}e4hMSn0-MD$n
z%KEmAt<yc{`z{Y$-F$rg9{ZyM0z;pNg-1k2y@-o{laQG7HaR6TD?2AQ??e8_vhs?`
zs_M@*wT(^9Ev;?e+Q0Yq^$!dV{Tv>l(k3RSre|j7=9w$2YwIjFXJhksyS9OZ{-s&K
z-~Va5fFEJocAzJKjsV)VZM*;PhD+?&dF=Eq$#a&%cf6$(&ph3I;CyUG=~odY?duHb
zyN`PI98}h!sxW^y?eCWT*BbWh|53~StzrLc*9d5z&^Dm+gd{*P5TEyc`;$GO<3eYa
z1zq2d=}!Hyyxgno)+bLi`g9YKe|M*H&6)%Dtj=Za>nVY3`G{MQ$G2sNUK_DxZM&?V
zotPH>!$Zxw*Kc&Uu7lLgihkdknitEhzUeXoaBN@b`bUY%vpYctK-aeYZ?eNQaINYs
zF@G`&`wW#Wd1o2+uU3Nlg_;fhb^g+VSnMta3bNzX-{~)@Gqqb2p^6-(abyHkF|Lc$
zDqFc!l~XXA5}xMa3rST=m%DwxA?AVQbUgUWy<xe<VzaA`U9XC=rg?`<Ru4h$FvGGr
zMvQ72tW9Zr)WZ=V)P}h+6O(<iNcohnc^%?EPi5Dk6*@KRQ==4uUwdIc5%e(YgQhc^
zuvW?ofle=U2U_ktrzC%VKf0LSCJuh3W6l=?Dkhsx&ly$^yT^%4R|Z)FaXFuj{Q<Zs
z`i2xhgJaoECqU2>%}61^5p?{7X9jh&qeL8Cwgs~7#~fC`1?d&=@gHq$ZRqLdt{JBF
zsfC@BisIUV?&lh>D)wYWCR9z)`(5=jV#nz~ot0#W3O*FNjj7eT1aI8A29u)96HfIM
z`7YRXK3*^x$m;78Kr>Qy_jRnQB}>5Q&uO)#2PP0wk<aWNVTy}I@s~qd2}qu{@K=h`
zH53O{_NjWA+u6N}pCNIBQSadWH~;q;R=^t~9D%vXAU+kGdZ5;*pvnw><EY>-8jx#T
z75m{*aA{9pSGZsVEr6e$m>hq#X=PRko#Lt&N4y*j`9awURP~Cv2}H}8o=G0#OJ=uf
zh}}y({qf22+7wugG6Q>W(f`WB<ufNQ*~&K!BT8@B^V90pg2#*0zCdL;Lkcgca(kcp
zi9Lgy9_Oa+riAe4+<Z%AiEsVs$cgq3`H{H`eRvdmQChwKjoN|g>T&bDkWRelI72$G
zDcFU!#3GJ!=&Jqrt4w)Z*!m&a71zm{6o8QS^iWWzH&7r~PMrKw=wd7OP6j2oUw%u)
zFb)+IB8<w!oL~?mtS=zNc=zghZ(OQMMf555`O^2E)mgB9KsGr#oEx&Nk3Qyq33Oiv
z_T{AM-J|@4cfC!W-&zI<LKtnP9_~&CI-YjkEk!l?F?%r3Gd~l3l_qDN<l>+5C*{hC
zIHNkk@)`Th0f>cRimIz)7+fCb!jMmT9-_eU>}ag@dgY<%n+lHW)tB{%v&{q7nz)ZY
zJ8*6h-(qX<)$io6e)qEY3ykg-=o}xYk={PB1(NL?dN!~1v3*SmE6MSQY>U)cR3Oe-
zGB<l~f6h`1OFA`B{VA4{)O6<|=3Ji75dQ>>nL(r3GgjW@E;YOaGv1(G1mW`kxS7FR
zan>aM4wkCU7~=0U^cU=e3v`0qP#=N}SW*H>JWxc`-IRwNzloiIS4Vhr)mh>kGYn97
zbU_TLDtc-OR39sle|PAoh!&{q7APa)>K5qBhb>TRlyz?Hb5}&^W74fYzoUS-`AAqp
zJA%jxuw+@ie&<put@Nj_Zhqu((7(+6|4Z(8_xRZ*^r9k<wE_pv8F=|ny&WnWId6qi
z_OTo3^jTeu=g4n?`so7E^_BfM2!N6{GGpDoze}qXdZ;^OFWRUTyPp95YFyQjGg}^D
zB{P!ni{(@6?i(;3AONcAxB!b>;K&~T^3h4LYqNSY_MGp6Q{4if7P--qDrXVMMi7SX
z_uuWwOF5*G5p-LrD(0}}ji8NqBE33~`zHVTqpa&$h_NZaIY#t^88qHfZ`&xLWPEW0
z%L$Z;;TR>FK~a&f#&+|)GlTW!F4O|L#7J8(%1>D=-CkR1^c*)LK8U^rqOD~`yeSwA
z<w6>2vrhQkIpLc_=5NYF>zIhvKqSunD4}0N2LZCsOH7n~mo7`__wXyJ3<v@$Pw%8U
zr*6c#o6I1VVI)FvxWe`Kqm-#%YK{thf+I^IhD|KeJ`Un)!18r6yTw+eh%~Hu@9E@I
zx~05+9!XIAxh&<@i9v7d;Hx2NNBprVfpUM}xYo<c464J08~qj9<70Nn8U`W%BO>HA
z;yxol>hh{ly}BA+5yl9iFJlr0gbfQE=Z<v6J<XtbMZpdd<ZL;`qs=3@a9u#qjdQ^d
zCgnQx*wB}y?rMyWCCEfiW1;%o>mjRwuy5-X4+TBB#Yx``YAk)YF03a2VJ3n8wHICY
z^*H6H#6q4W?riN3NiScn&O?6r3=Xz3isfxDo5A7NXS}*cheKB01yL9V;*z{aoKSzN
zxF{#$>m%Ea5}@nkQM73DvlWc~%{Sf~-{{<q>V~jm(JWXyw_N~Kf!hFL#Qoe+EN5Sv
zSVNBCbq6nwyw(c{w!}5Bl?>#L({kEqUYv^%-5^h|lz?LtzaZaK1s!aSU_=oH3>ekM
zn={VA1jmc5h2o}+s|^$1>Vs&w?dXY{J(cjv-a<bVY7BfeNK30LWllN#Vn8l89ZsR}
z{5q_((EJhX7enfwb~k>aQrY3W?!^Nk41<iH#|xG;Z>d>i%@c>eVVjA~&F{A9fH#GP
z>Jt0jW%=_x(TCG+tGn{ugN+>9r^5bMwzR<MP<;;kJ*OXyJI_=lj(049ucr}u@{o?<
z<WwFh&6~Z@l6d3oa?+H*#R96@4wQzM`)I&g7JjbOVTZM-!P&Auw9%nW?3wF*6!Wxo
z#6dS163e=&{&am=T{FNXG|$2oAOc6yZQgo#H6Bm)K4_VwRhYL0$_acN+=Xw!m$!vM
zd^hiHvR^`US)CA57HSFBY%S~YLxL!&hIjwQ1*<neXTH5Hb_=-dBwS6E*^DXK?~EP}
zvhA4(rmIYqA(i&t<i8;tK^-*oOn}x=>pV_0Ap}3d+sv7lrqlK%)(fW5)O)4?VJo1M
zw@~D4^W3U{aS0Lm=v7OQEGbPhePwk_<!8zQ>n~2w2b3kM+VL1;!CnMVGTwtuXBi2{
z$)}sQ-;18C%WWQB!EU$m`L2DiFo_CYHSqpr5qFD)OAcZQJQG(8wPbkv81$I6$K4PM
z8h)Ss++CVnj*0GEk)uII@GP_bnEYc{R&QSXG$3pnj+_pZ=2R;eEg3IUIt7>2BCz-I
z5#)pALmD~_@ULD9p9xnBpjn0HL3-Kma@(ih8g(kPVPnbVZId<8wht}GkY)4rJ&E9#
zk528F>&sDb#!fG+1pkQEVp(vUvTt)j&8r4^`YKf=d7=lIB^b*f-w6aj`2JurIgJ`I
z!;M`m{&iLOkAmxx<|vlIL*Avhai^;}s>LO|G2eN-Pj|%Eh9e7SI8V?8jj&NI7k=8z
z76?_%3#3!Z^VkbdoeffeaR3ylCJ%m2(kM|of6MsiQr1F=SO2Pm9qSzD*2kZ7RWgCZ
zh<HS0@3HP?J;zfGm8NSP!KC(vXZj;mHWyI&buU}&1Zv-VuUJb=4cuKY%d4;IS?{ZM
zDz4$D^P~f$CuKs8GG4a%-Eq$81hXb7^_7+W=o@(q2oBDII*kGxw|@Y<-(}co<c9u+
zTofbpazwLC$Vps_KvFPTTONu?p>u%><A5DnN|^!ZVfIYCfSbhypI+L)zQq;|>#u6@
zQhCu>&RJ_g1YQI?4yf=I0q6f^1)Pvf+@!>BfzEKJ1m^(0nLU6>uu9e99mcMI5PT{6
z$9Jy)-;E)D6Mu5kk4bt?6g7wSzIX?-StM$$Y9}3>{ON*j$4*ivgC!W|=VYbR8$4?V
z6Y@o-qDU-<uc;keo`JDw;GrujS5)Kpu+HScu0L!B8eS490`t-}QNQH>ngh3OhOEn+
z2@3(wVMjtv41{z_H>X=P)L&~i?)){D^=x;OsnQx17;r&3pnxmjijpv^d%(ON-$*{e
zAmffTqGVg%iF^F!v$~(|^3=c}AXWnQ>IG=?3^^$1^Rb%BG?nTEf91&0fuX@C8r|E@
zDg;lIC_F%l=^S2P3hLsXjy+mgR(?UFE93FT@IDDZb*dD6R^MpxqCW_1EFOcDQK>cm
z9HM}>B{#446|Zwc^?72xRl{;zcW;2<A_&_Aiwe|lj@Dz@8QC@HJNDi`SeqLaV%=4m
z%0YZHgLvW%O_DDQmuF>y0vmqMvcf+IYW(+i9L#1+I9RF?UaH;cA@i48wZ3caTx=~Q
zl9@fFV44lT0x<F5N=Oa6-;2_>^Spa`H;P6%H<}GaXTl*4k77JLil<|OJTB%3(|Ucm
zi;<};L%8af<^7pPPsA~RZDxR!;1o2GB}xUoOtBKt=z_S|C_61979cDIaCj{q?F2ol
zm1&`a(4p5tO+O8(JQMh@P$O=Y*7m*X#XbVqqE^BD=kLXD{{Lm>i8m5Qq^{Lf*2;Pi
zO7)Uli_sr7^w`%bv6>Gw(p|`akN9P&RFT4yD_F)?$64{kr;p@`72HplN06sXb7nf~
zmJ?YEC}Z(sfFhb41MfJH(~AMqUTU0gy4<fd{$^ft^Ko%vcUCQQBe^<+33Z9UQn>43
zu0uINmuBm-y1zdxquEzIOt?MvUEj>Gpnc<#oyD7?s>rxL8lt&K+=MAsN7FdqChI_W
z>Rlj0EJK=^+a(;IbKh&Bw-&s#x&_)rV$F}aU%U}-YuA3LL-AX=YukJ;%cK3I<Bf)~
zVtid?$qZJJ5(!mAv#DQ(XiS|Eg{ltfLbTg=J0sV^gNJD;ha3;W6CLIRaYU$u0G_pQ
z=xv>m$D~Ub6@xRd|7`1-YN7fo$7oEiuz@m#ntl;-j7e%P*^!6y&^1OiZ5HR}q5~<n
zE8^tO1OXF&^7zlW8R#0H!aYE>+rON?1yW=TKfVze;F~D%p|c;sj$WF{1Lz5bQ7!4p
zocK)BtOq^lP>Wh7KvXoM*^1BP+($LA<|bEH$1;z?eOBv=`Ex5O(x|(~@{qBKx1N9Z
zhLVvt-S)=n%{Pp#_vm}*nU2=PQi1Axo*8q}ac5OG-B;t_f(>J0L1sv%_TG?@s_B4U
zW4fC=cY;nYXzXvMoiG!1Px9gjUp}ew{miYXXnXCrS8>RC6x<(M+1sibK@*qfuv-*%
z4_1gGF7{Nu#P1y|T5lfIc5HT(Yk{xa=t3lrjRE1#i95xoYG|kTzZn@&8Lb(Jw7H7d
zvz&Xl*6o_BPi1Y;$nrdEsitR?=SJxDMTnpaTB-(L&l<Kx%+!EgG-GuC1U#YgXY}yZ
zc>g#emW^y9rl$lXSbO^QF}FaW-K#E*2Tr!$cGrNDM2rXcgKJ)Pn#c;4|F9j>i_x(V
zkM_TeZ#n%XT{&({fn}t#LW^<08>%$~zWF%t=GI_d>omt6f~xI5L3BCDwjCZmxv?o%
ziAksnf$KxIKyQyv0u!@X0I)3F6f9IvEA(PJIXl6%OB)dt_|=eYw%2dEX%Nq-8GQCJ
z2oWCM0+r<hq*B%|6R?AFZvnmviYW3}+MhQP20H}XxWuqSFZ}K(lWVa{GsC*8GmFRm
zYk{;7Ki+kw+Kc57J<P@QjwVE53w6Q7w{C|%^UG_%y?De0rpT#mk{`fd<-?bN)to&N
z9D##4=}x8PP#OVKw!D5+)1{)nNR4ZV;etCh0Lq^NoPZ1P+pH6xA`j`{_B;qV&VZIX
z=bv+WkGe53XKL_F=h>jiU$rKXw$#6VuGU`0e~FA5d19<@$<O1d?aGHnXQGh~OcnlT
zfEz>bHR)=c+y#ESrgE)`Kj5wy3tYGdwgokTD-@Dx(IMg@)z5gBvN$R82CC(y10(HF
zauk~v6&G;K|0=QrAhL!Br|x<n^bPBp$n-3s;lo6ZB&Exio2<iBS-#bE(R6IjW7SSB
z&>Lmg2LK7&({ABt@`EjqG;fRrg@pmfVfTDy0as<lA2A^iKLZ3%yj&R9guNIu0HpRQ
zGiF@zf=)cgqwjj?Ol5=s8oziQ)&-D*0>2u8{KS~p3`l2QA%pwxb}vFy2}(@R#pJau
zkhq&=m&OEE+lgef@vw~zooJtiF;qY|x&fXPW4mjEYn{Rl92akDM}rl%Y;JYIFk95a
z?;)aH954JflFn1O|AoGy%6>0Kq_JNLj-maj@a8l(O4H`!gdmp;Hz_+LypT7z8hNC3
zj*ClXkF(y3M^=oIqH3Yh8FK`1DI;j^p`Ef`&uFK=qPs<uSUU`$deR0Arbkb7Ag0&}
zuGb#2TWxVdrdp&<U5DM6f`#g|se(~IT46xX5VO3>!!KoRfvV4fv+<)NE3b&5x**tG
zbSL1iEv|uxj99nbe+a|}fyRsir_D;GfH<%=ff2K~gelx&+mh6@&~SC|`|Y(3Dc#Ba
zy4lB<<KN@Bg1cT=dYdAav<LJ(!j7o`tnb6NZA~`BPcvb>h0pZySb(li*_($0h*Y*f
zcb`B<Iod_@P$iBZbqQ`2o7<lmRB$-&-Lz?R<&VTsiXa6R2YB_Ps!xpX|BhP!e;>IJ
z|3Q)!kd#`>IJhfAy4YQgv$by)oy+^Z{Qsh_o|!AB50z-1`d*5yBT#5tph-&(VQ*8+
z@h|uHH|H;5%f+XvR|DSdisvfK+N#X;YpfGR#~k@7<`)f1qDpi{UsqF1nx`6-09u^y
zGq?lJI>GB2b*t+@r`Q>uwiju6`(xj6!xw^UxrywCcoPdS%ZR~xlC*zrgcP1m4l>o5
za0;NEOda*D3UNH}!ecf{@IB`Q#-XWavTlUM5d@2VWLV2sJ!CIV)mi4IryAv^h6L}a
z!j?`aWz7+ehF%`RC=Asmrt1)m><2w7mH$|L__{h}v>685%=QJ_CNsVEwcoTR4-qRu
z(qM{NU+Qg6yzo<AvM4y-`p%y`*aOo`{>qVI$<%c(V{Yh2@~jywv|j^ML(c(b-tU#L
z?{po39p@5|Ccp%5ffAH1&RK`kekF-7)#NZAZGrU7H=r{`=?}dmrxluhR=qotHWC{6
zd9<u|tdb{g!-OpsInlUjP&SeY4!51}(vMMJT<50huS^a%I8cWhz#WKK0W$tYAzbPn
zddM6Zz6I(WnydrEo-kHle1ekudLMKD2tw8cE@aL9q5{^_U3tS`WYbfK1GNAt`XEJT
z<Wf!;KGMr$+F==ogC2zY{>+<v-Qc6C`AzLb3af-%1)!3VT0dCF87>F33eDIFa2fwS
z9<Gzi^~-^}5sPhNv3_}!xmr@FhfCigwya22)FMH#ii|7o7_H_=)+x0?pr6V^`e;@4
zWmUMoHR#=v@ORb@ceSnydRlmYGz?kOkAzop6)is4VxZkc^*6=~kRlwf8x9v1CEc`)
z>Kcm`Z^ph3lbZxcvX++wO7@Q?AWyBb)T~V?iyhS&3skgtWTKpe&BFCe^Q(??M%+RF
z=z+S0T4Qs;fspcNSgJN7JQ!91gux~fetl*i4U>K7hpfYvYnF5~Pdo0P`SW9?x7S2M
zt>y~~$)i4O3lt__7(>uz0Ku2fiP$*n^Ao?yUQE3qu9XNbc8HG)9#43B@e*OYx7fy*
zLF}v#BSNqbV7p3at<nCiygi4UbOP@xuQXbP@pfWY?gFuw=)X_H3V^UCcMpD@t}gK6
zpWFh)o)jDvxbRf~srU%q@i7-c1Wb4fG)@8(3$pk@-?6D%AT!`ay6|sjMQwrh=-YnV
z0=*ys1VhLrn4mGzJJ%w70QUFo?uhT!hI#BsE9n8&(!*<{FIu}C(RyvoR%}~B!UwtJ
zyRpi>%Md;hOHa#^N0HiG-X39=++8Lv(FZi!W{*fT{#=&Ha!f;3cX-qqAPWRebGB1Z
z&VOa55dz;DaQA)b<BbOV`zrVWRLxAtw<w-P3kZ|M+)HJ@;-P38^&aC~3j^KT?!6ti
zx=V`pNl-Gq&^MNL;{<QgodAoo6IZ$gdUg@C8dYz=e0jaLzYqdrRLxin6;fB5$;bK&
zLw?|uo?o%;gy4vO{lu$rncc#DAv??acoGaNJG!ulE;r{>!$6Aphl@V*BhS<C^#y#x
zdy_F4h;c6d>kAM^>njT@k-^A&F6aOp%7m$gewbUzGNQ8G&%a@ew*_L)tSSL3vIqHz
zHt)_BNaPh6#0<|Vd@ushPqEkfc-vu4A8<(DBizyhVO{uOKvoLy(mI-vd+Lp7MG7Yo
zQs|lH%e)PrrhvlXvCEtH+Sv+y%gUN~28_i9T))Q|3?Qso6la5V=Giec^X_{deYx~#
zm^gZu%+)t}<_iamk41ofN`Xj4giE3?T&gdx?YTFwE`NS<jEqVNduHL|4`V>NuK2sE
zdY7YQ6~)Kji%0QPu*{QOO$)0Qo*p}ekmDB=z+%_MvGlP7oZy$Z+}Bddvf?%22e=8G
zv<)ZpG839goneeERmVjg>D!>N`X)D^2rd41(55ieCCXRc<ttdMvP8ml6<tEp%+DCM
zZx~pju=1ah4~>nDa~YUr>~G<?;BI03ELPl)gSqtq?L@UI$v}}0_A*`%bK;hR4TGWQ
z@sQ)pCZl=@elz?cS}^l=ZQD}%Ar6=}8tr4wgyZNHuQx3k$+yv{ORj2FalVIRP<8nd
z3LdzmXvy7;rlo@5*hRnt=C;TxBxO?;WLYJyS#vBUzUGYOXA`9gfIRE+#&My}HLsDq
z<IC0gP1(bo=^o8xd$_yb?)zooz`7BpF_SEzihVHlL8u+#PYp(0W5(1Ja@5R{ta`M}
z<jr<F{yC-@3#p0|os#IzgcIM<;luSCsi4z^5aS7tfQj;Mj2hM*;Mk>Cj=G-mD1wcm
zDfi;AqkjT#s4II`Xu)eY+O4h8@knpI@g4O<a{F%AN$%>m8B83J>!nnO_kS-|^^bL0
zvF&>WOWIiR-uz}&Qidx#rMMisGcnaOb*iQ|zQd#~-|2Q&#ly{SzJJXl#{SeeIU)YU
zZ|wZ&mGVKC7xPo~bzV!N(B&3SWdRM+lUWB$4`QeY(bQ`nHoP`~S)>mleTiNXn6eq`
zh(G1{p|R=dx2_Y%)QM5I!#Xs=U7j7d`|<S6b>|P+7FS;Xx4XkaD_X4A{p)fXC)xnF
zyjbU?v46`!TMa?Et7?0Z#{HU~0(<;Q3xyAODdQAmSIzmGtF}x|&8?*^kf%QOx6cbM
zpg9{RqY85>iEG)o!-HB75yp)c>%Ip9A!b^5PTqr*oTZ$F`Ce#3aZY8)yE#>El0TM3
zmIvOR=!Fu^9DYgC_jRR!?}o>R3%-xVO)VW*tUH=_)z^D9D_EMimdZBVU5{kenK$(D
zU?1E<BnL63H0)kC*{&C-eA^2%N*k)UTFdqg9UI-mk$5&<iTCE?weP2otUQa0IcRx(
zplZNwDf@aLHfYiUa)rOpVY8ICLgznlLcuCxvV5o|2RN%=YcCZ6;l&EDi0yo})pGGF
z7Da|FyRQJ2-l-ci$xwh6Hh%fK{ju<b+r33vK@zGJ4RJY4zlEIi6eQeN>c=|+TkKAH
z-l|8puJ{YEEYE;SkMtjjN!YpI%CfSywJOh_)t-|u?idTuwu6A(k|z;lrK~*m7AU4H
zz!PEj6IP)6W6F=D+H2*?PZ+aZxK;Ej|5g!V)PV<SFiKNll`>}pQqeM0o}(7SqCt?6
z<G7&hb{hS7u6JiR>bB$oL=}cU4RnwZk+=Qb!y2eUT42d;e%ns32ZG*sfbF>wpI`s+
z)`!^~t(U2JPU06hfPK`qg3<1&H_GQYogeTc?jz5Sr14qFy7PNe?LK&5dz`ptm^cWI
z&E_Q(eyVX0nJAUa9Lb&=CA*GT+s+PohW}A?>)QK%f+lKiIF<+DWHIfoA)k>Inb9-h
z%Q{+MyI(HmJ!>0O4};#$<t%UQAKdB<NldDgOES;zFhN+O=|<bNyi0i(;sf+U?ib|%
z1iQ{yr7QAoF%7$GFqknTt%cGwVD_C5Zv{)+aa>x4pkPT3togB&qj5%e9-uRiD68)#
zj;2ou`ncbEpfoQEagv)bl<I8bD7PRHt>0;p6LP<AK%>@wprL5maqsEY!F;na$H|h>
z%xaWi7w$PPfSGi?lH;WnsY}^YhB?RR?8-nX;Ik0oEZtta3lJmrFXG4zCj!7%XkSw$
zq@H2e9d_7J@&$)nP-3A#>FjUYc|*I|EdAsnu;h2lE!50|%NNr%YdA0l+meZmTv|_U
zxNxy=`EI%#Jp7(@6=J<>)ndkizd^9r0{tph&~3gmJE5}YWRkVtOzy}@Esfx-g(<#y
z2%8Y`AFRNQBUfBbm{}%KrvvNX9H{0smW%)jucPS>&u}RI_)OAYYlZ!))E`rvL$zgL
zhs{RqR-rFAhmUeK>)&?Wi{wN3AwAR_GoM%Sfk4c;8ZXh>lW?M6(rz`x5*kx7KnnX$
z{SooV`da`j#L;+gy$-R5lTL5KimxpsuW>vpvV_PegwUH5FM}T5Tm9@P1yUNXfh+Kq
z2l@QL;nJ*|OmYTKLCimLn&4H@)AbB;?RD2l9G8{kox26n=0}imY@nE{><KizG+p%G
zod3w>Qn5UmsBM=~_TVj;Pu}nksOixwywtW|0s%A-M5IxqIsR1raQD3QUY2j-lzXA?
zk}-yxc7BRYXeQ6=<26kcOyy<vEYthDg-H*2Zk!^SNL}M#r~=w)(O>Vi(wr9UFpnOO
z<yCVv0ecU&*??ylf=V+n$g=p`bwozCOrT?QF@>LWy|n+%<(i(#hj{2W$@91w<<}vr
zeE8d0F6GC2u>ip?-WA3be@l+JY2{$O!isQtcd_op&})5wEtGCF21(9BjBoVa#o&!W
z4}N0gI1x0FHU5oOL(PO-&eg7Ixlz2x=vZ*=g6#?=AUr@X;B;QQ+@giRf3w=xg8Rjg
z5(PV4c{18oYbVBF;7(~AdAFt?R?7ZjjJw2Y*~o5y7}y%{(cgwi?7`rOlORUJT`tXn
zAI3}3Z`QE3{p>{!2svI+n*N>I$Ny&8C-`ZI{UVqG1yY(2+lMjEjDfsY5afr-GK4Z~
zC|#PdXr6Py)$c$|e3Q;=00BYP5}(G*N^BZ~?x9KJ&=LldUI~8gJ={SJzI^X8BaQzn
zk?!iJz2Us1_H!e;V*|JM>1q<-8ht&hV5-)Hi-Ji&4067*<V2<513EvKJ^!kx;f7?W
z#AjoFT{Q6r`hCJ5`#BQ7uzx!}I{qdj-WDy~M9-w4s#$+fN?!CH=A{Oy#hLU>hLVPf
zY|q#)cvT>LQB(TGpg?>FXZ2iV3|0(tzNWtZDb(B|aHKa#9W40yB?cgA1_E$wASjM#
zqDO*d);;!eolHIvJJWt7TC-#*a}?)V1Oczg9$syoW9zrhu5F`I_J^FAhaTsI9%JG|
zbx{RgyGAq0OS_jQKSwMPm2o<eTo`tWB>Xxqn54Pj40-@-juvm8^U9#0jheOc=3zB8
zF?4vGi4#C(U$_Or0)}bZtPr4wI2^|^FA+wko{uw~s%CUmZQgpvHWPSPay5$j)sJHF
zY*)X@P@d}{?8JLf{7bBKC2p@<AodwX;*P7|gvNPrRYyQRTxsONpdBk<Rk0Qlt(2AR
zot4XvgRTunfS9A$Ll{)=q{aC@+Vy#M6nkyV-=xCaU<>pUxA-kyjmxF*+un=k2@at*
z+i0+`J3|_aQ>FbL(?J^M<~7(e7SN^B1jUJnBUxGFUeP^UpjX#~bGn6%OHj4Q@U^rH
z4g<?!RjDo#iLT;@gkbDGZ}tPBFQXHr$Pq6?aD;^X$sYjWvTAi18)$Da6dpf~EuC2e
zEPyA*eN76AeGr?>VRVE^02oob<G7!?vS*BCPanrY-r>k&^|SJNL4*E$+WELLs0}~U
zLpS&;ojQ;}$aJs3RgoSoA6q>b^tlI;4P!Nr5&7jL#!!d%W7XTXd(1Zn)k<RfZn+e1
zffzF+I<?cP>B<0&DI5)}s6c#DwBYC5$A6C1r>FjaBUrFsD*}GVou|!%w-dlCi=>*w
zUC>5Ax@3k-*oC+M%y4<`!aQ+?6TMbv)h{uG+FPOy>4H%x$Xd%+iSmFG@hk+XaZ)G1
zkJJ_nUb<ctMNLE5^hxm@bMAX6g->EbBy_%YrB(9)$jZu(2K1lHY8l}l^Wp1@#M;2u
z-%r>AQWVpH_%Pm$Ob!Wd;c~tvK*J_Q-*kULlOjG@9vjx??YM~_I<5{c*+>sj6E(a_
z@+m9&_Mc9}f8!nh-$ag}!pyuUJUQA=-nk4;QcK8gLa$b~^XE^*ey4j*L?Z`1Ch`?F
z-=^`0ij}ncKoMiiRiLznQS~uP*lYGYO)&9eO>4N1DjZ%CUgAunh&wvAp;X?97op2m
zZ?61>jqN?{qqGP|5X<UHdD>}r|2Xq9#m+<48z~cSGWm5v-SXqmr$k~%R1%O9k)pzy
z_~zUjjpQ?oLVdb3Yj<`H^Awvn%z9eAp-1*1#*1$fWA)U&;eVMGBKNtV->!5VAToBJ
zBrJD2&<pAY*!MqQd3^AdwWgTk3>!bfBTB(7I4X<+lOBxqdm9e!i+L70W}e2iE=#(3
zrf98NNwVBazyMjNYKoKGu1Y0p-_DMoiiz^@3NrWA%X`-s8h2ZtOQIWltPGKy@V!_U
zt<c*0srhr)&=Y4r_pR?fT9smK*Q!4fv3x9eHfrVvSL%mg`up1HdaZXfjn1f;wER9~
zJTfZb$oIqkj8A2bMS|*O|8fkJ;lp{+*AhK}+eK(Vx#;0VM;1^k=jn2_0rwWUjGTbj
z@psggrUh3u7Y5ufD7ZwQopP(|6NfZ$-h2u>@c6W^S14W#V&IeQI1Bt#9ywj9PI^f|
z0&>(#EeWO5Zj?u23(!3qMJE`ZUbYFgFq_^ytzjGxoUeWsjxq}~yLC{~acYx5JO(6+
zL-C>&1=yX#w>ceOKaHZz{aHHLQ7=IhHz{;zW<$P@ojPCe(9_2@$Bk$!&?s4Mva{ok
zb!Vhr&)MTE$Uk|W#m3)A?jgE>Lmd_RrLOhVTT@Zzqjh3kOF6j<iw8-DCh-tGJ6@ze
z9lQPjAG}a5(-c5fjC;;B-B>vf1j>Slsl3P-!&hzwr;ZR<epdM1AqsPI)Y}>mm+|J8
zjf0_xUMa2zW${yhtH?PLX+=?->?Npdj~xF+Zm_=vj~dKV8;(G5(P;O<wB2`TpUU_Y
zed~T;G=);>O${1rSP?Y4k(FXZSg%ZN_8C+8ELc?VA;#es;ic-+@1#>F+|<8k)~-Aw
z7G)Q6s|)78H%+h2YTkN|<w$LTlz{NX^Pr1cpv?GjI!{(@3nXE$%Y$^DI8W}uP7-;s
zMAqb8`no~zB9a5IKx`fthyyEL1(tUS&bxr=6NG5h!g#N-g{J|KfTZ~U=@c+ibQQ6|
zA<P03#yP>KHUY*2!GZhg9>JI}0u)9HUA92?KH$TDrfhOAv9$zOP?4qDk9~94S}VpA
z<5LMa(Yc=zYgzFhmy^v+bL=;`fD=N2R&HvEFxK4@MX&mAXwd@*GvB?%RByjDvqTL9
zDl8%IV`l$T^m2#=@I)dQ8JB~l<8+DHcKug6a->pZo5~L+KkIJ5eg}67TdguiUog`J
zENz4*db%1?Un!!ebP@Y)Z&L^vfl;V^``xTV9_K;XD|cdm^%sj-2I5>luL+YW!aQjp
zPy-NC??78kUrN2*SMl<s-9iOmC_G5n?er>*{}}TY!8$H9jU9R7mIRZ6%8cIT#2FuI
z%UZZ@XHXThl>LYm$$@imY<aLCndq^$ZGy;%=2_G~08#^C(fdx*v1I!PvF$5f<fw8i
zBbdaR6&e=oL;LCCBazY-7S~1`U1i8eddCMY)gRMVOY@&}nZe>+@O^w7>o{l-3PTYN
z*7ZZAV38Gj4S2?oK_8Ui%fr+Cy-@$w)V}-8a8r3Uk4a?j?cSB1#C%Eftjzz3zK&Xw
zF|*^OEmbbaL(OaQ)K@puQPYOXsrtmXEABsWE2`fC#gbM9aYhnP1E=8Xc;eaW?IGO?
zL3erGKnW0f@!v7{$rdm?73!n{A>glUN#FNkp=Jz3n6G&W$3$}+{n!XlP%}0|ONz(#
zQ0R-pQ*}U~3}2pJ`5uiLr@snOaohZ8%dxW@(5j5}J{sHE@aA-zTMW;OqG%h%0)AWy
z?a80S{X8d5K5e1Eyi;Mci7ee~<yC2Wd!b5d-nvfDPzlg^+F=TPC@}N-$>g)&iy}j@
z2PYVb2^koDrg+3*jEM%UTh~~n{##|w9<{fJ!80+wS3)M(_@f&~7O|&<rtvauRIkGr
z52o{AQD%TuO7uJJ*=h6S35167@S`X;Y^oNn_q#VTdIXXjv#&aJvrDR<;)Z6*WA=7@
z7LWj6_ivbD+!JH9@#@gU$|CJH1*Q7x*PI*HgXADlm)peT#bwF8w>2C+BDoYc1Hm4X
zn7H^}Or|Z+SJo?<SVcI@@m#g;rQZof^ea_{lZ6Rs^1S52zkUKi*Fh6N2r?)etG0=I
zx7~X1erXb-qMIi}E9mGb`E_BZAk;s%36je4iVMm%vD9zpZ-O?hsnySPN`%mNm%R?m
zS-KHa`irys*Da8jTvo1-s{V+rTjY-@dpD;2f)j-T-iyBtIXYKmNNM$OM1dvIc=PfB
zognMp7f2F#L{i2#S*nXd{1)#dpbJ9q{8~_57SEXQDHsZ80`l+o<JtjPG!phm6kw(G
z0pr*P@cXX`_X3Ga(fYmzc!|oj+LW2ggAfz?oyP*lj*4f4gTvDn__YxcAh}Ydvu!CQ
zuh}bNM0#~Da0Ul~<<7r=2AT7%$RalcAUeQC06jDOYXK~-wd9Kyj0PxIS--X&<<TF%
z9y@1L=*0Pz?c&k^!susloT&a0L>e}?D^cMh>}~+8A}@LZ5kHB=(|NJEB;tyDK}4-W
z@60f49~&)1eVj+rI&i_q$z8d2P`M&aB&By0e01dtrJ+Y?5eD7Z^SID$s9elE{T8?l
zA+sPGk#wg7edB6f?66Yz{i?Y6+mV!&D}q2T>=^OaMQ&U$KVgHc9i!e?n04HBVUk!I
z?4T*@ca*ZekxtA;M*xPJG)5)Zi57Gct@&4tUUe-d$tb$v`*UBkiUW>)FUDj{?@uyx
zf&nGOXlZu3s&~4M0?CD^KN)U!$Vkh!O@7eZPdq&iHq-t>{(|*LSDy2}(uNAzAMNrL
zUOah8n2})gu=<@pgM<_6sIEW;XS7q`!M>a571esue9eds9_HYh9d|I(f$Zdil<<t~
zF*`ev<to@)reWSMb{lgj>-xZ{kA2gQRR-^*IJj^f?6#l32>4=GM;)ed#REXtVNRZQ
z8LtX>_M}}TLJXbA5g_o(*5m8*6URG#emB|-#OG3(I=z%tD4vfmT(%WIJm2Hc>61ww
zYfNNI24LrWE-19;I^Z>-lMpPaAtbM{2E*`8GfTsEnG=(lHf$9eE^)B!9R|*SkGwjx
zZUG%?0W)6BR{6v3nZHEo)YaC-D%=YYe;X4ep1flYcp={c69e=+jr3=Du_RE=Cr-oV
z*_nS_pZA@rIZ|rAxw>k6f$GxCrR;Yr;~;GNJ#<lt)u>d_yM6btt`}F>*|Yeg@$ATn
zJ96E`Z>i7_fn3)~7m>oN3w=dgm7kNHW!29fV+YCZn`#e7UsGaE&fUC4^x+53ylUX@
z{IzHD$iNDhSTFu$W0b~jT~eYB=D1RE)pOpQ7qngv3%t$egN)lYm%+Y2gth<5N_%l*
z60SMdx&@Lu)AdJ<uSdt@P1INbbS5v!xvZ^y)Qf}FaYmn<fEM`VyRy>N9nQ>H^lQd-
ziK5`9M@>ADlNaM;0?y!${**`3YenB0EqrU|ln6)TPdRxJN!&aum{OuBa+62;VDjsa
zlZ%;g&=9xrT|J=}<L>Odv)1w7VT8j(h!2dS-rGe~Ce!?xkKYpRc}?+f1?OWDs8p3D
zZ>c1hXF7cG^W0$5RR8^qhRu@c%ZM1wdl5jge(zt^&%~h%*0o_Su@pX7pu#R8-Zk{%
z;@be&Ja7E~b?M>i)!^EI^l-f#d+43ZC*)TB1aqq{PuIZ`9Hpl8eZlHFqkx_{YjfGW
z$g$&G(95FN8>_H)cvp&_D$hNbxj4r2>p7&)f=SIV3ZySNkT?YM#b28^>U0S$4cSD%
zzS1F<p&r_I?v7ui+~eBs-U2C;FSCam^f0LlvL*40A!-eYPRjTOE$RjqC^;z3BO!;A
z6omS7hX~3X*zJD*g~r>MfNT_9@j&{_!8sj;M~3H9dlU}95pmVgMkS$4$b%YZVoTE~
z5||B7vW<P3Y=>|>hmR=PhT^;oTQmYOsOgJetf|;2)>Mlb<|Sb(1KP{rzQIxD%kG6I
z2#8Wndcr;{Eig~yQ3+ta89jzHnQ|f~wDWkzjFRW>iJfwddbR_d162unC96LkE6XWN
z$?9y#v+L>_P*(WT9IFzwuN^}h#1ieeLoWtST+hs7Qu0=^N)XaKd!|@{bM_oP6a8oz
zyw7GqpH-WiW<1FtUs+XZQfN;S;ii1-A3NM1q4w3Yp%?q%Qzi3Iitk4sp8ssEUVUA_
z-uLL$Hsb!to;!?|u82%iz#JM(Epcezzhj37(DfI?luYjo%LZtz0_m$@b&@E3_yTi9
zJL|1=frT#YtN&>=PAU^H^^i;%p3<h;NTH5~hfcE2Xt1IwbWAn??3%hnexw+@p@+eL
z6^uED;&dUW(qK4ziPyrn`ql<FKX1z$90Nnme0i~CrcldE<}scTE!nBZmm6({GB!fs
zn}#eDa%7ciA+jkJlgaY?32g{^&Y>%ik2mTP31Ln?Ctf!nU!9wq3|e}0&Z2*6h9{m~
zaNYA+l0J1>+P+VK{elk?1PhMA0Tc?JA^!LOm%s&=Vc_xad8bZMYKhuQ#9{5UlPwcR
z<lbV}go_uY_h{E=o#Z8NB+0h!$u_`jfmnTuDeH)c|Ma~RPltGnW4B|@^&?vqPWDWH
zHgv+?ch#45_{EZ`7A3MH<G(QLl-i%KuopMvxs#y#vslrPLzu&T%K{a2(P3Q=sPO9r
z*#SQJ<A@t<nfDTDFo`|Q`+~2Ln-0+PsgZmFspYbsaT0u_S1?8#q>EQ>88!>Z{+bpB
z`2T?&t^ea2VAt9M9mS<R(L}?V@S@ODXq4?xy(`V)E~Rzz$~QJUFrojkzN2g^NBNZ(
z8dGh-Ro<9DcjWQb%s?v^_MB-`Vku8#B3P+K_2SQz9}05myMb845WIF+8`$l@vX2W5
zLUu9=Xb02sI;nh@X6wNb#~fdFd1XV#PeKlm7CyPLni)V^fy=rh%5s}`N3C2FPDK-`
zV$tITe8<++#@7qB+XLug1+F;_ztnehtsqc->@iq?GCr7P=)S?GzZbjEL{?*TPM7Dn
z)!tf4kD~IGFchyCQb$dHo^RZa@Ig^LAvm50So?|rQD-IRZ7E+zQ(s~^S0zVK9r=U-
zkDX&cbPM_|YPGJ-cR7B8&W5aQP=bK`FQ7^9!C0`UFY8%%Ff&SXYTSIep|2;i*}^Ip
z&0QnMZ#-DW0S-2Oc*Pjxf;n5sv=|JXAnuzVAy=wQr{=qk5c07*dcN-4w6!0p8#7cQ
zZ1mlW0W@FR%Y#8$yp#EQ_UBL&NNJTepyWY|*R}y+`*TyFSQr=o1^?^)UR<Vw%1k3s
z>^28?yT1}XD0%N0JhZF2(nKvNFU|t!x>L%&8x$9MA9rmVeTWQ9V_~1G1pE8lHP(p2
z!;ZG(PHEsIvx?wUjf`j5jk|N({Nr6nt3=Xj_x5v)m(;;fZ@*mLIp)xd^@ZE!4OOwm
zlR>)2wb}Q$r%sc!CnnL8u|0e}=y9PofjY))fah0?ZIsA)AW-ZT9GZ<1eci)5EgrA(
zs}*dl6mSgCblQGy(tWr*WDBH)Wq&cC>{yTqksPR(p%n>PGDYzbbWaaoZkk#P7!|uD
zxjtUG`aV6FzHd%BHn)?$;<cgQE!>Ngfq3kS&qLopbVFp6H(43p8aZKvYVD?(_hAzO
zuL<mx8-WHGe?;t9&u-zvs0nbi1l%isVPq!Mui?D-hBvXtvsV(ZQA{Nl?qY`!N&*0z
z+(FG|;Fk_l$F6(HKfsAq<~Z)PSv%*aXhAK=Zpuzv&21wyYYnfy1<)ZPt2v<ibHsAT
zh>s&D7N9U@Vo_Fod48Yga*+o$O}|!^UHR;AnjW?ff#<BAm4nIgZ1OQ$oS^L45$RAn
zJMyouS$5b)?QJory|<phv5Gsm_`1*z3;aBrF4zOwP;H_Cq4JS7r#uXVdGj=VcoLoy
zfQL3?$FZBP<ydyltPnY5C;Hi5@q;7iknd#H(Agmmg$IQt?vtU5`lhRk(O^CxQ^)P&
zGV}Z&jf1U`Khd_0%g6(6iGjB&$7=6XqCPmmql~9LLzy3=f7YCGMwgpaGucnqi`2~f
zHIn_z;pV7*>=}8^26z&7#;e8Ydc+?aix>x3L`9vettg7x&{<XCFqzV$b6E3LJXS8N
zNhq5_&k50rq1unpr1HV7@=0u5&j%OFXpJpU$>+_`@uBCH;(KQUJG=7oit#~34li^1
z8gscO*N;;#KKgAgj?r1Gdf1&ICGq1^&zf?s8*Xk8SD{L$n}a<If?-tL3p(b~1WXc1
ze5orQkzaxY0?iP88UJoL%iP*z>==+r@|Ft9C27%f*<?C0$t5{gYyVPI2@s|A%o{C(
zk~BL$twd)MwP%q}Hyf5yY55Qtu~gmkr@?uM{0n!Kj>WV-xE}^?A65be#|UADuT2?*
zmlRNCS0=sl?9#B|lph#Ya41WXjV;1?GQm%w2Y(C^RGD7k7+4t2kDQZ#?tt4Ipusx!
z`7hXL$)|KF(P+0UYb=Z-{BqB_Vqsde_&!b_RZzj46-Y5PqtPs;WTLHK|0A7;89((h
z!JkjB6}b+E!53*R*R}Htpk7R^Fh2kkykOhxkufiei_r4AUtdn_^|)8(t6lf48=~IO
z=Tyhz>IDQr0rOTR#JTy1ZcKB3K%&SzACfh&xdtsz?~;~w#oBGimo$=u7ktn$T8B}x
z_ckA=y127gdj3uw>C>iFUdeqhMMc$SQz$lVC8|`P`%a~avzSglv>uXXP^Uk3#Ae#*
zh<ODt|As?=I;th1oe?o!^$O|Q&?Dt#{N8pK)U-vuNl6)k4DpOi{|jv?#SS;2%*d;|
z)J%R7=i@d<YlDXkt~$tWfesS;jKrVgWmE_JqNOg?F)u18^+GO4L6bjx3O7m(fZ!pQ
zsS=Q8wB;|oFLUKH6e2rt^6=!U=xG2q(8Mw?+egui7LV8*{ZYa!XtadWVrff0=R++S
zElVlqG=2?I+ytE|us@*8^3#n>B87`rqI2i$c@Cj1G<EXnz5%T7P{iqv&w*S;5y^;=
z6z&T?hze2o#JC)r3rKUWR}Qom<c=Pz`t(dB&Qywoh!0v^>5-b@PXkyg9MZVa26{&O
z(HpEZpRPU7RW7aTOyr$r;iE9lR4)<uKC;q~$ElE>Sg!*(E-(!0mCmgac_3N7RfFRV
z+FvzMJbfBT3|%&2hZkG08e*QO89WzFdJ1HA6oV(dTn=Z3UHvO%%CPp=e+SG#Xr-Da
z`~|;<Gqt{SvKcQ4IeMzti_oKzKX|_qh|JedZcO}~ot;gXx!&Y=Wiya)Z1PrS{&(3D
z1MG^LN><2^bWrz9#ph3)9I9)vh9-2>b2H+FmY1wZeNsfANE(nZ02Xq>f+-d6P32ww
zc75iWCmC=oCodyIeqhD4)<m_MBsoC1aBr@w&&J?g(MJzdE3x$KS<ECBxERM-fPM6<
z73W0S2$%c*LN*9A@k-dU9BHc8-nrO0L;V)muA-FsIBfQUk9~a%y@6dn3M|9)T4;Xo
zhys!ZJ$F7UEfwe_8S{-J#(9g;jKs$I!RgU9@_q?Bdw#9FF3&Vb<=qWFP#;a21XPnZ
z1XHf-R%^AV9hDgMNd59aY+!K6<vIcItl;MB=ya{f5HXx}+>}<H3FLy0d_~`m;ThwP
zcoho2$_)CE`#$8@!-l0ra=OpL%CQE1V#p!#SL(uj&Qt1M?@T*6xxHyd&H8%&2U!ge
zoS{5U5&Ma5)3j$WNgW;A^hdr~NGCUmdjl!+joeFgq3?JQ2Z!RBGGG6&hv%Nl-oTIa
zwF{!f__4ehel>rFk^|AwziB1YOg`MymtzhDw#8Em1^<J!FOP@14d2zPQb|*(6q%`P
zZSs~7#!QQvBu%>z^NJE;Dr7J--!@ytgf~Kr5|WT?StolEW8WFZzRrSK%*^*a&-**)
z{Bu6P^E>B!KIcC^#_)aSdG6=Fulu^LyN$trm&ut;;C>dgo%sf#NGAup6U>eV__l#3
z^*H<uFTTY;IXO?C#Vogy?kpAm36f~h<pUxjhc4cB2)a!RvbHUmc?kG!l^flZ^Gl=Z
zZnI4r?q&@lzAu<Z?y(dqbCO%|>)3^-^)?>6;4d)}GNmsC3;<~NSv^3XMpb98RX=B%
zu9svXweT`4y@HV~Xyw9Vs0k?HifAx-npyM(ZT{<)I3JJ$8DixkkZo9}KrJ`8SXfB`
zAj`N8a??-I`!~2`DJ0$m4PSF5EM6xo0f-(CSLQAU#}as3`AsY^rEwRE`#CRr`2c1$
z*gk3h$T{NL(N*xCa+^LN^B9$fw_bn4Vl$uQ%*enGyDwSGbzOF07ubH~rS-}Hr{?)`
zynw`QNACE_(=B7XIO^e=1tyG43X%7N*GbP(C<k)a;(P8gl}*|A5SzQg&e`j+zS+k(
zO)XEM@BbHUBYEUMau>h0%zEbAUlyoY9qH6bWY15P<~>mv_w|K}pP>Tf$hqloGj%^t
zg@aKg88(@%ZTgF+@M0_)0oJ5&RV29X^wJtl!F<nIRk`XS(Hswl`}RG!x_o=<lBG>h
zy#ZmJm04Ni2Y{4083Lw&i$s|No_<okEsqmIT~W|XHW+#GS$8m&vgT!#iFPa;;dMkl
zchiq#KRUJq5>E(GC^I>7hvbx7q8Sg9&aG{zF5lHE)phaxQr1xz*sQfQOSS(pPxA(d
z;l$ghzr~vb5OS}4u$2NkxyNGln~}u=iR94y;#usYc<e+Xm}5B(iWM#p9PFs=Gyf{e
z9+GfS78?ra-OIFuRhflN5@eSPj{%0u3Lvk5W`)nB20<{lW3C#Dpzb&wFl>~FGQH7t
zh#lU_-;1=0s9G)Kl;c?76B;rXV|>G!<$t5;Yo;@`I^#!5-uhT(hQz%|d+9k*l)#!N
z`X)#@LlQ~rV^ci^JJHL!PWV6@^$;0HT4b)NS4eREqZI1>YC;V1eqyM@1at~8xf49i
zDmlN}Z0_<jKGewMT3AQZvt-wX^<A%T5T8z1B{~mAUuudsG_A;)@P^m6Y=UKS{+_fU
zro!E2k5N@@kayp)30Xs(dLC2?BL*Sr<HJk3Mwhs^qu*1wiO_83DJa2fcm~Hmm~Td7
z$O!#GP=w(HI@fH9e{m)44y^mKimKBx=UBi^%ubaRo_p%cZ*7|xoC3vcf>6vSg6GEa
z(ztR)m8kXkVeXZxFk^_ey?@FU6Z`L2cPB!()<9M)-&DNu?1E<BCO{bl=;sg2n4A#~
zw5x|Vw;Yw7lT-&_bVTL7YIbJl;JX5glvy#L{%CHHV65Wd5e_Bsw%kJp&646ysnsXa
zqZ!bEdY)00h%B<SZgp-?j{L=58qQC2?@^vV&k+=D#?Dh>MCyZ&_nv%Bx=vUndRkXy
zl(;=S;HNH8YL@!ZtB+VLtDD~ivT02|%+`4q5B`s5e<>u9=&-USUDe_X$@+&1fD%=g
z3L2fNt~9Pxw)Mk4BncTTKFfuf+axx;*R$~Wkt+6?^!6uFd{v|<%KTe%p4B#34IF`&
zbC*raE(l2W$SwR?sc87A@dyrd@$WDrAMce0eC6RnF<PQS!fO3#+YPUlwPsb_dvA)@
zqWb`BfMPCiydxDPAwb$t0xqJ*$Lx)U%RkN$HR&6rw(+bv3z)u>rqe_RF`fy!Ei9_S
z<duHW0=x6ma%Z-7jECb#8~pu9zcs>rf~i6E$xz|$l0r!0`S*$`mBD=?$Km|E7GRzg
zMzGBfTQ$0|Y=F}<5Cw5|7F1Ia^+MU^$NEc5C6YTkJ8+~Ev*U*A1Bb~%ARBp-$eN9^
zI-*f4$gQ0!SLa^%M{Z^{?k(-xW3)-1LtDg%#9PJ0V?_G8o6v{$vH+zuIERIjsj|Hw
zuU95v?P45aYL~}jAEe%}wJXbtarIBUxxnEInR_Ury84_=K$f~tUj}vr$+{*Cs`aPW
zDEXh2DuQknlJ?P3{Y_w5jdY_nIJe&i2kiiqSf?39gpUcds7|%VI@4q^0_@Nk`)o$+
zQqStG*E)a<HlDEFpkY9v4!IHAedI3AK6ZA=a#fr{;df|{FK*SEfj#Io=tjC1<&aWs
z5niGzMZxVQ1n5sD_j7c{a`$p_Eq&ur+Df1TO&Q1^5advu-R%v3*Nr!Y3i}TI3{@qb
zFQK#LqYZ?y;h035pvzHkRw><U{OjWWTSs3U8#pjxpZFefNuGvx7PsbGcJc2y*hB_c
z#?l5}HN|$zxRd%VMvVHKB(xx0UwQj!A*ZiJwX0!&g*~{~LZd!OH@4Tv#*+bmv9CvK
zk?G~-^yx-f|NW+U^;a9B&P)cKFRvRkGqk3^yZ`23WtxeM%qT5Ue@mVwT_eu$O|w^!
zjh|ISOdG|RWK26~GWdZ_skiuB_P99zS?fDXn~2IN0k{Ww_>X|1JC`i=Qj-{&QkGX!
z-T1Y`-xy16KY7GnP0?pbHN2+vs7_mJX9w!aMz;WIe1U}q4yz;03k0N(MuJ|gsDAj*
zORtt*GKSazeyfpNQ^kx-reYkRRqN7%^X-Y%k4&@}A&Z2?KE*k0SL~yyb(qCLfB`_i
zt?0FM9bQ-EZJ&wY+LKv?az+%veVl@He4cW_5H3cgCTpE=%<GyzlIFGWr0&(V(>6B{
zQE1m8l=9v3T^&BU2+)4yj;B8qmY;s6li;ZT>UW8H8`)FB+P5%{6Jx^}Xm*xbW-LBd
zuR&7op0gNx!T)Q-7}N=$Zx#6tAvQUX;;nf2kj3=8Ff48XSzF1zI~vFK#RWIM)(j7M
zxigX+-@t)}dL&Ko&S7D66$>t0p!{AS_c#gQ0=_-%EKnK&@K5A>xu|u0%yM+HJJ2R>
zbiGbIR)C~w8-kR;i3(H4C`dhns=w~#Y-kn3F9z`Yx7)tC)@njj6y=`eQR95{5QDN0
z+xzO@XySry+=Ny}eBVHu{eg<huV7!t=rV_)F3U%MW?t~N|46>X9^*Bo@Qmtg6H+?g
ze&~eNv@PfO=tsQNr6-4ln_7nA!EM^$0_n~yY&eo>@GjusNf`?qTa`9@X70~@SK_*s
z`@2N;dan+W1GwF!$F5MHZ#^dA^T5=RvzzCS<|lgY_LlYfP14{T0kKEwLskzV9`okT
z2nn(;B^mQB)mt3#9w1WFN>#SA8Mc2b_lr_4F&+C?9s3x0f_iE3*Z&dk`+p?6$aAen
z+W8f}`hCB-C8DYe_#;L=d`!wZ6ROWE`{+bMtZ0MXx%`_=`NnnTrG)~I?CKg`;EzHc
zzG~&4$@O0811FI<?;iLG$l5_pg6)URmhy4#Nb0IvTG6-m+YMiulTIOhhxL%;<8f`n
zPzV|4_o3g_;n0ioQvyS;;{u|<c;4y3f!`9^{3A+-WHFh-y3*D3u)k0dr()uJAy|8k
z5t@=;D)~lSN1CWB6k^vcQ5=Nk6qQ;o)B9+N<!Xz2S7w<<cEvY}fxr>Ot%!XeIpy@O
zSmT0g(L*Vr$t%U5`0kIo$~>bN<{M?ob#a|(AEetDaR;#2nj(p3b<`~=snLrMk`x{0
zI*6KkrT8TWKI0d?`i<(1(HO4SBU>0L!yDt(MTN(?v?@vb_75$kT82S|LjUF#J)gH8
z6R>8)b)w;R0a?PL?6atW&I>+`b^CXJx$5W1Q9I;ZXzQN4NYKc(%vK(BXDNF^!`f}x
z=%aDofIQ(M3%^&d)?1(J%((lDEP_#V*^B)SdKAR|!1G$Z=VEfn9me_NZ3A8I)Q`Pq
zN=7_9m&gXgYI7<U&rY^@H-tiYv#F&jm(SC3uw93$t?1AMBw?p2F+p@PZvPq{X40{%
z@6%}Bn{reXW0+_f-dgIzP97O=mR^|p*n88>$T0f4{-p07)9x1amZA1i)`8!EMG4YI
z%Kr5FU)P~1sle#>k+`d0=kLGt(CizxwNK%4O7b~9V&s_ZRU!Vh$f4p=(nG?hOG#yc
z%YlSrwq}*#_wxb*F+TdX>$ZMwGU{bT2#K?gpXAY0jd;2>1z1jS+Ex!lJNc-<XYy*4
zuN&(fGj9r&{$Dwnpum+esQERwkn0kdKa*F;O{p4i?`^36W#yVCMiqI(!-><Kc!?8j
zBng3lUOLEGX1v@XJ^s4?1m9}h4v&id7Y${&NL-KaRFjgpt22Cvval>IW^WWFkA8>l
z99pIf^-JO>@ch451SU_L)Y5p0SAr`GnI4Yp0Aqu-X|2S+zQ!{HN5E~{S{f6(Nh(6!
zx;H2Rx=?F)<C>*8)sZuiN~jaz)6TK;i=gGXgfK(-WBce#3VaKC_*j7(Q=_&jyq02J
z<v;k3T%`Ir@AgcP$N#`<Oh7_)?9i4K(+mV=Tf?xV5ognWDBn&7UD+Eoec#p4Z~^y+
z{I~5Iv8>r<owtCa;JbkFO+p+LRRJfg0JeJCE1xhVd!~w$TJiCw+j3oxi`BLz?bzW3
zq>6a6cX0&v*~Hm@N8NAFCF%dzw&|u@F*A^C=8-nloGcdJ{}K8J$ZxP*oqCjv`?nlt
z6={F%xEWz&!-tIbuD-3dy&~IME5}8f;7H9LpFQ_rW1WOHDzhIPmAd0duT)S3UQ0hc
zvSyJL(q}-MD?4p)fRR&|PRa5mA$N>K2*`A2ejD7Y)8BJ^Gr-ss4Pd6LD{sf{Fy#rL
zhg9NIKobKbgP^c3-z)!xTl;3j-oTlDgLm1@fhvonJU!Nm1x0>ek`i8?R9I<CtkOHO
z%&94Oa3XW&Q9Am5J(8}K+0oGz_3iAHc`Cp@d1VGt1Un!g?2e>X&vBSSgu2mYtIITr
zqhtwk-kdVeQMKR`yW<TpLY%+c%;KeClwAHqINDe%v20jo(pTS}7Z324d}_VB)c5)~
zQ;tQ8Q8A9u02T2ub;mc1FH|}lEA7gssf#R|tdKLeZq{X0X*Yz?_t@LpQ+^U$>dQ8J
zcZZf?tQJ>HCdza1A){Tpc%16FD`#7DOEKB$lgn1`j<7WUkt^vFu*?elm^m!x+Zen)
zwGp;UTAkTM%jmu9&#6=L_}F34m!6dW%&L8~XG=sQ8i;&DH&ly}XIU7|aimR>Xq@l<
z_GTkb<!tHQ(Z31b@V7n6&<wFppp-r$R{q%|0g2?3#{r;tCL8O`A(93gc^7=6mDVlH
zMn}haS=?$F&^%l`joOXaId0qrmOq;6lp^=n4e18n`ra&hii6a?^B=h!O-5N;|EbjO
zx&UOgFP=3E=)WLWp57}zrAU#l!fqfd>jmd2>bs|XkJx6$M7J@GO-Cd8V|-mG^YZ}<
z$5C>VaoF&sy<a#<yj~lzC!P2;$|@XMY)?Q6$?>qS-)2aN7XB*%Hp?BZ6Lc`E)h(+E
zR6bQ*ZZ(`y?lsr=*Bd|!mPlbjZyVgFB}cJhGqy}2<(jQ8mWD|K@6O$u&5RNjZblWY
z-$ZkaYTlz!@;byy&TlKDu4E?Q88$?^rGScRa^P6CH!cdM21cLN<BOz@>MY6Ab8?ep
zdu|Qd{*%s2v<7>xw`A_*_CY@+qR@tw`dhPRo4K}C{Km84N1o`HI0vBDw*?Q=g7pCq
zHC)=-gG`h+h*l)da1WAnhR;o!qzQx}OQa===ho;0cf#9d3p(AzgS=Y%{(4$eKvCuW
zc%%B#Un1%bvT;luKw-u^e;*cq$pIw?;mI(BMDKRdp)EFqW^=s5u-Dq&2mKnc{4OyL
zc<WrekgO+FYn?;M7`g!LBN)|@{39z)>tUO8GOCV+T%`(^ihcl<|IC&asWIw>kDbiv
z5(9X}1qj1&IKM)1A4o9V!2)-8zu`%Z&wQ>s0sf?-+3$(1=UzR6^Drr*Dc+Hh;kxHZ
zWo;j~Er+K)^l&P^`wFB~R^gmKX`*<!JqYpC9_J&Y*7KXLT<wqLlKd?<&XV6Jk)5O2
z(^l41gsmLyPA8c}yW}C?&K^WGy@@BVISw!;qt&q8*{io^Tu*lf48c~?e(%n-ZlNj?
zcz0KnZ|Ta8T(}U;?$tfnI^Ah5IYZYBQPiHlRCm?e$D2ANSbXr^|JaxPDKuM#!<393
zF+QBpUP0D2OyCmD+YZew(ExYoVu$WMP09HOH@|EXv>Z{NIvT%m+r9=eCs+1@&xh60
zqDP!;gIJhGA7W99-O-E}EsU9YGbeMNOJM0`9Z=B{s(UYFjy~AeM${<gGg#fV<w5#I
z6R$~iHU5OBc}lqI<?1kjqW!amK%>%crXejGeSLk+QMR?2p2yMJh%kr4;b*hv(Mo9+
zX(Phu0{?XP=lJD2%yk;|a78zLv9;WUraqiwV7!Z=@{in4`U$(;k=EsmuGmF|V4peD
z>f#IZ%&9BlUY}XZqZcR}FhbM;FQNO~zU$$K=tmLj@)d&L#EKh-IqON~<3=TAyn)K!
z3pl~d3Xg>fe;TT9(<n>&Pz#*VDA=xys*%|B#s<n`K(Jb2#PT5<RRfIxSKtpxS;e*S
zapcJpB0P6RZ)qK|I&*dx|00$Szxcj@npi7nr6e4f`>wq`5w}DOPGt?wjgy6&&n4_T
z0NEjdTqMv|;U)1yr^@B_ys*2tQHxKmH00EX!t)4iTv)M87GHbp0RbQWYwx(X_^|t+
zSp3NKUIe?jroF;lMFySE9Ri?#vC7kl(smDy-jc2-NgCbZgTuugdx(7$5)!IP4%twx
zCe33pZf!~hx}fN`(aH?ViRHq9*jtCMJ;)w(sfUlrKJ1~_^um9a>$iI=8CG3Vy`7(s
zkTl>ef>>y#S{QBABG>7|Ll8@Th!0MLq&@Rwbq+eXG>_Tr|D3HQa~}`TsYHeL1{Hm2
z7`C^ze`%+0Qy<{+>C+RPm+ncV)J?Brk#6@YT{ith%@ZNJV13`%jD}@a{i9<G?~0FE
z&x6_)b<w&5x$*zV2K|4uyG79$n_*R{2JclboWN#=4X%1oNjdvlK>K3lYEU|5xF~K;
zPEMZ9gg=37p^Ht`!|N;u9YH9(r7qaPGYwXKc7_jCeJk)!Rkb=3J<3f*`#8Ib0^+fS
zqPTfpBvEUa^3)Y2(gdbc@Bhk_K^0rc2Iuc6D>u^4(Tf5uTh6)WgEX0Ib%5}UrEt&#
zec-k`FKw9LOCrK2LS?yn%R2LkNIx-*^A^uoKP|R}2!7j3i$A8>Zhg=tC}7MB^XYi(
zsoGLCiIEh;WrleZH@ZQ23Kj8N+FGZ+%$8ywJXllYS1#Unu<3PW$c4?QD6je11Bh9%
zQTCE35q9GmOkI07W5jF_5H1KT37Fn{wByYT7e)`~T*o43(_O}PvRsTIUbp5YZ6p5R
zwn`7l?@f8}n^0cTP`(#j*|KC|<keJj@cf72r4k*+_hLJW5y&F?>6c`5>Pok5(FIq?
zE?nCiHURQ=`M9lIyX493{F%{Tp*kD@<S)X>h7Vh=r5nNpSwOVjD?Qpa>UvYEEYih%
zF&O5>|7e-kw|%*GTbq62nv~!MZ*$VcSqk7W_S3Zp9XbIKORjtq$nH8z1Vs&aWESoN
ztwcHMD)(&Sq4&JxAMx+MS(#D_7!N!IFRw~oH;n#FbbBB~QFNZiyIfa&K81U8tAjB!
zFejXw&e!=S+QB{7U}OIX6_&Wh<dyZ6f#Xr47xMw6RElI^w;%c=F#-0$kNDF+T@Y@)
zr)$wB0Dl;CMBM-*yhH-RD$oNzxBP)!w3n^|3jnAP)g6>G6z1lvljHx$4R*nx{l5nz
z2Z-6cA(V6n9oCL%ciReQ*1=D~&;F77jUC>^RgkIBz}G`SnZi3tIg<osJOEm605w0x
zE+9na<Q4zOogVpt73pK8R;Wv#P}BX;q%JgskXFH)P;yWUiHm^OGlBaSuH8*xxe&Fi
zND#^Yhd<hL+>ae79u+OW1h;`-cHOzv+(9kK>CBg%4=8Ze+%)Bh<gjb8VQi}Co0(#r
zDk@YXl4LW{a>#s&$Y=Z<|C-Tg=`~MMUUfYXeey;)@!4#jn3gr8&#C;M^5Xxb5=O*8
zcgqX|w7A6T25(ouu2CxMNc`+{Q%1)Z^M#Fz7IPk8uRJv4NVlvQD%WgJboV>x;VkQ?
zYt;WEXSP@VS;5zy1u4h@tu&Glrf@gURMfgq(`%3k79?oV(xr8CfW+ORmF-JeKvN%@
z++(d=%NP~6v=}w7YBZ{gBUZl*Fte^+9uG~LBrfz!7H?to=-=E!lt~w=Br=ZbS&8zk
zd$fsjax;0Lx2#0k?@r%7DHJB|=FY#1sL#B6*&XqzC?7UXN*G^=bPhLG-^6m7?a9G*
z?o#;b4q}GFpx>joGbsV?%I`^+K-1a)2G$T}T|Yx%7HoVRX$#tO>fdmHyp@eUg{;FD
zR;1Y4Pw~=tvkMVuj<AioEXN;^uRyL9MP!QT4tcG!vq!Ordc?9>%=4j~01HExri9H~
z&N_ke4-lxESIs0KSH8e*g`E64y-KQFpmf)A`^;siO=+H{&yc8LSzwKVFLy}~XSpTr
zr=7vI%rhSNeW)9&JDP}>mf=8%pAs5E$ZGLG+l1VbB{sxCj$bO4Iwg1CJOh?HHPcJ5
z12BcMUR&i%%3~Jlj0Sh-mjcJt6JB0wY0LN!C;T3@vqrPNPgpMRK(!Q3-$TR;cgpdw
zfy8Xxds5>e2*DEhH%&949*qvN$oXl9QHiX2Fy4?n$r0}TgZ|VTzriZ0XL6YqJgZz2
zw@xcligF4!Dx}|GV&{oHCVt^GDM*r8pupHM<)FaL4%R!Gsa9Eh6{FcXOu?SZd)jnt
z&|(0C150hh@dXuz08%DBZK!}(w=LpViVAH{t?cY2bo;Olw+7I~_c(vtlT~l3L-Qf1
zq31YqpV#N9a{XtL16HCQwp#qp%}Q1}B}M!>Cl;fgG;6=P%SEy#^f>CQD?`;&dX4+q
z6$xxWj#kc?MY6iZQ|ktMta6*4-NG-_p^<k$;^;K^7(HKAjnVMVrC)14I2<`8IHgsa
zv2r5^mWFU9K=w6%kMj45rLA;YsXEtv*r6!HV750r-*x@+yL7EQL9%su)ci?WPK$i~
zSmj&29K(wW)hfs%B0RhCj4rXRcOdvB8lPT;d~eX1;;1Po;FYe0KNwlPJ~1YS=D?O1
zn3QjZQNW$9cmrdoN2-=x6EI{2!0i@d=|OEsdo6MbD7v5GmrQjc%_iw3-Vv-jixzw3
z=b^1+eNjM0zng<jSElW+VJAJmPrYvXQxy>^oTkg>*4?pU)-k-B9B9i0Ve~`>A5w;!
zffH0W<oXN!CT>Co!rf{~D7LE!{11F^DOZ5At1xHw(RG;?c=S|8wb0}b2fUK(<Go4t
z+RQs)fb)&5A1BY#9~wpci|S)M+PqN;BoECF?@!~BGoPkLD^dsX8m#ihkk>fIgumP}
z^HPTo^EvB}yj%AoC#riLVx7|J+&&h+jNuQ<V{1PVrYlVEeD_+Hy~;wOgdOhkx@m~&
zZ9gl<ofXm8y0-k*ajx`oPM21gR^&4G!s{xdXd3OC&OAhOS*GcciG-Lg=J!M&)vC^K
z;K*Y;Q0_Z}^i$&qU4xWBE_<2DHhSDkP@XD?5yot`y#4t^0CD`ZY0d5(e_AAjh-_B6
z%yY8a|9o3|NP8zwhJRgqNnl`n!GTrFScg_hpMFGD;_m%B7Sjm%3{wtm{~*RbVT~>n
zZ1^)?Kp8Z#Uab>y|Cr4~7J)8SJ9QxaRamPw&ok76XH;q8kT#@rW?yUN!rY?_6B9qg
zSSfL3PBAge5ZnK+wGIWi*g%)Jx{eGd!;B4e2gk0gHD$~!pku7K3e}mE&L&os4$cN2
zqn-1~zPC|{am-I6T*cQHG#Xp<r2z++LD$w@DS;WvEs5^Nl?}^M#8;`&`yP_li54<8
zjblQMaaDS!?J@}8yt~m8JNRR~>{x5+gpVS*XSDqtJ0D{!OZLeI`Vz9)@SI-N%P)7i
zc8X%}de6-Ro&y7IRA;d!|B(&|*;c|O^X%{uH07qc=6mayF=`GU^DOxO-#jl*;&MCB
zqSTVT_nrZ2Yrkm!0*;3bR_MJqKT`Ar9^Ge}7Rx6F!rtDn8I3?6HMo7ynXr_L2|oOO
z`*1&D=`*H8mW191x+28KS-UA1%Nf%haGOsm?zOP92Du}`bO*X9VFb_iK0)~E@*Nje
z$<Lm-N<MQXbU9Tc7MSPjk0cy07u|OJQlE8K*c4YYFQQgCLg=Uq^O6Dda|%pdl!Ow(
zYK_D0ot&VJAnOL3Qnw`-xrphH$a}c+DZ>Q0$>lqlYBirMwHjx?TI#&zs>R3Z@Bw)t
zG^(j5QQ|HrEsjqKc4%Afps#q5uKLFANgXM%YRIsN{qk)-eY5NJ!9QKM^^PkdHWkpl
zOl8&K&Oy$Hq_b)jo|QS(!+++Fl`{^vT)TRRc09bQim_g*p4soJYW*h7wIFv|zd~_a
z^l*z}i7DeZAHyu4(D|cm|J9M;;NpiSt(V(Hs=^w@OoH7YX`v!<S4X}igQ+ve{7ZQ8
z#KP>tE}-K66H>hgBj^+UQkTO`Imgl^=c2k={QOYKe|`J(>rFJhD}BlL2Wu;VQ1}9^
z2L(U@t{*c~1`;~c#&@);(ap%gei+}q0zR1|lhG>(@42-`TWKE$Z0?rE`1TyCs~aa>
z3(B}HyY~>OA)>HZO4Gebtz=WLOp)g_KcLU==+s{endpfH&7iXbBO|||*QuaR;>eiv
zaZ*f>yVLkb240VIs4nBp#0&x-P3VMiPF%*1!QFYhor#Bd7ZSZ|3v&Yw=pM3&^ka}F
zIR|SLQ=vyM;!%%L*qJ|cn(sHA<o^PtHzR)D&oA0_X*mwE^V8_}@dz+)-fbC1w8?2p
zdej?9xbXTwVUjN4+VwIMf-*X0Ez{W*chJi`_v9~L@%;5u!q2V}lZMz$Iwr)+V{RA!
zf0h_4q*>JFUP@N>7gEW&q7Axw=<|DG9O2cBp15V33QekFRZIG_x|$|J>7_S|a|%RV
znnr$`K?|F>5?tduI_9!c+cJSc_E8I>p_svn<%3#bYf61)&+Pd2-`W~0UIcA|=bMSR
zlD|F53v6Zcqlw#jh*v%b>@{vA&N<tS#m?($6+Nz|TA-ZwhL)+TW5Za<L}7&$+4pec
z!{6~6rrXk#92>G3kblGV!OzUJH=*7Zhdh1g^3&GkyW%gFFxos1X$74?yjkn~a(+*m
zA}p95H2gb?but%~F}&CM{kgz5#-}pM3j@kC8o2v!y7wlv9KE~P7a#AQ;jxZ&DfUBj
zYi~P|5XGq$OS1WUKD4akJ~(IM3WhtU{XP7~=2xbH);@!5(*VxLH$uAtCZQ$ErL5IE
zqsUGu+{XPqafg}ETDIm|+TJv$p@nl>zILRnsWWFe)P_3AX5p=A^AhCEJ@n)2@jU9^
zRL)l`t>*IpF<id3aCuHli!*z+W8$b++bjkUWPn`)a4ud<j*B7wj`v#)^~&~+r}Ql-
z{%^kAFz|-zKl0-0^p%)XZhzj-K;CBYvDVn3cPHYj7+W!(7}o75+OmrldE9mHKJA#L
z_seNPpQBPjOMQeU<qKG=13$5s{*#ROe{_R3I8{>*a3`L7yO%*Vsx^tRAM7@b4-Ed+
zI1P#<IvaFfA7ku!j5&2K$J*lP)eawfy{f3xzBxPVW}gGwZ32=aNtYBr7Aq5apOfP%
z5`*H#f<wGzMn7N;D-^D{;|ktN<$3|!n*X&&almSnJURIqx6(D2+Bh!(d4@u&D4=Fg
zw-7i&0TZtXG?uM~O;p;}WMzPsg-k|Xm<O;8)D#bz(*A^Coo4i^ozc(cRAYh<MhSB!
zn}-*#LSnysc;yq}Y@~wNNc#7RF*?FKTfu5L6MKpxZ*JvvBJf}qx#8GoKyXjap{UWp
zP&9-A`4EQ5X<oq|P^iRgZykMhfeX_-*p2p>n$%tkkCo8fVyH;MoY$x?1L)d9nVb`;
zVOaQrx|5`LmRs$wo#B->?fa)|TOGwi{e|1l5We49EDMkQ$;W_eE_!hVfL|&t*zEy7
zm506c(t3gLy4&E!F3aaILKpi4D|#WvmR`%8CiKz~OJb?9mj_!hgP!AXgCL6x*r!~d
z==~I;Pnbt4Nm%n53}CF}RGp|R3j5+Fm@?}MBwLIqb`zZGu2FZQ+~{?=cYa=(0O=1P
z9kY(_ESq?Y_FG>d?2XQGVWYmy1|)1Vbv??;J5I+&Onl@>Ar@YwdQl;dY*Nb2%29dF
z$unNeL|qK13%;C3Z-}}QCj6+Z36R{{NRWlIlGbNBG+7e2if%!2WeKveESh`37dP8h
zvwp*<Mg`{WQH@lgH=i}?-JOUBhMln^YpB}Eeba{Jhl8t)wq0aIxthIuMEeFt-bU=f
zR0ID691dQlEXxsqS!7kBF*lGIT6+4f9{Q5cDlnZ18n;;aS|tvfSL(G3H%Qks)rY?s
zf0FMf6NW)CTdu@g2^5Nc@7=78R4in%>;yZ|H#irofn$BMn5R24;T%J<1l!$nd`G!q
zZfmww-o<HHk`}jcwiL&$k^QR^L0!a3{ReI^n2NJePP5_x6!n+f_;`D{_9RB7-5?fL
zX%vKDy9o7PZq&Pb{v$W{0WZj;*TKmUcsA%nn|A<W?WD)*<ZU@@g`z}D4^^n2k_DMf
z6t^2}SDpw&*N=A7DMo2hIr$b;9keOy%V--Y4L9Ch{<2xSF26kwT66^+F3=E`XC2?(
z<#IukIYitp+GBR4tqP;@EwDw;naoKrwD17ze1E@095XjyMCJgv7At=Axo?XJ(~kf0
zV_E0bLB_~Jm2J%Yd?pHXn}4)P!s!~#3YN()S)s^3xpl#%JG2rrh{@9h#hn@Hwc>(2
z%Y7q>$Iy#|L4KNN+Zy1N5g<_*OXO~-8v&qz(sjZ%lGhKD!sq$1N1wk?KgsX2G%pWg
z<08ES!LCYm72qUNVgxn})V%u&M9Hbs7DRWQCsJFwn>j9g1Q#W|E5UX`MgQ`+mKrDJ
zr#L<1W7<UJ$-*<!Y|3ukuvcB5M`ok-{o-|#SxwcEYXO|F`Y5QD7OkvpM3!8Zt$RtP
zk!2ei|LKr;^_!F(oI}bQ!tm&p(s(0C?Uf6<d1c(I!EK_Np+;+~W`mBum^*BePfgtD
zPyWb_O`?P|OwPb|bAxYZ+248Juf4rAR>l~H?ZaHHy+7L{_oL-`*Y3aofp~6P0}!1_
zO&`sFzZ+q35gM=pA=Y|GHTQFG22tYk2=E7&2s5bM)JT{i-<!u=<3`;ky8T%Mlv7XQ
zYm{6`JXV8*aReqF7V?D3Aaj8JShbVQI18q`bl=3h#M7ZG<60rhjh4CWMun3+WS?TD
zS{)J}2-Z40>OsmGj%O%eQ%xw1H@xQ!@R@mQHfi>{+NPI(Q%nWe(+yL#Z}cabkLy2`
z=kiuhO@w<KRom`h>Ag>RFpWMzPIMZU#^f;zDx_PN2?_xgtq)_CzR+H?ElzITOz5md
z)XmvdJ2@0^>jE>KBl~TkyKd2nK7ym|k!QTk7fk<=OONtLFv{emPt!sdjE8Q6LWzKg
zI-pf~YU{Q!Ff}4IIAaF6Cg(dZC}PN$oAo|br|(YQ*SHl*(zQrokT(tNvj%esEtiu*
zj>ac+-gus37Y`3uCiBhu>lDtFnbuILxPFWgS2sBPeV*ST&x1bhe~vd?$x|%vH#Dl9
z9+?QY3N6={RcknXI3~lQo+QU!JeP8a7;kSKH%q>b%s;<VR`s}*y51~vDJx|}Z;N)i
zyW<i2Q;v>Kg6*25rbWMoMvd}%%!7pw@1(;sKPy0U=AgK1i6IQ1z3yc)6EP+8N5*E%
z*m}m^4q%u0^K{ABzXF@jJ}4dG%)vVFO2YJM%4rL&4Obexmx|G?dg0WamZ5q+h}EPQ
zwanMcUpfWZV|6lNxN+iNbO94P+x7b*`wK(m+8LC@m&i>_AxG^vsS+~<-zlsCD%zL$
zpxy*lu)$>XKXR7>)JUFR?li3N^n4%qF|4h;jzXJxv7~?V+*LgVnf=Zi>ovzNw-P$j
z>f){iS06aqx@bCws4T>&NC5D;6X}e?R0E+Ifa~hVfkZ)P>9+$iyYwG9U_I&mHLt@c
zZK7X-7z!L4e?MgGJ!hj-Q=Z`Gl~$qg(`8}!iqNQ#)ol+#V}Ulq`DcdZ))VKT&M%_%
zH766UM~pAiEAiVWO~RtXhTY3FE;kGG`yluJMt6f(`*IAi(UE?D0mK0wzoXJ6zL*yL
zmh5xQR{7f^B}Ulg)LqF_OTNJB8ugC}EHz32lbI$${*7eQ>~UGwTwH4A=$6xG+s4AT
z*9!S<6FoZ)jScV;mX^Nn%vO5#@l&h6R8rUhr-czzc}vFhCGjKl90pB_o1S2{mhSr)
zj}SXK`hA%N{pY?OwU5Mq<j%v8aOOwMPDeLpwBo-6T)b`K>3vtg&6`~+WUUdUS@NO-
zHx#9O`4rCC(zy^8+50Ojr=`y2<QnOLnXlhdUZpiEPfR;HAd}CF{;=|`^&k9%w!uD~
z%MV?8U&NW$8^L{j(gsE4w2hh%hUQ?ugYA!HNdwH9_P6<C8ybGf<aH}r9~3UN3-zA*
zzv)aE*&#jb>S&md#G1-wy;R@}Y#Y}%Yl{F2!bp}efnq&_ctym_p;?dfS1A*+fVx0>
zOWGNW6xm%0L?Dry|G%c|BF+fZ?Nn`DoLa~>b7HFm9-Q^$jFvQgAUIoT_H_xv84xAl
z0aL?h){eE<RX9z(WLMSS*qMHPt8Rd|oh@_j-W^-`2UWY%<4blXW{>DPzekNy*1vAy
z17kppB1)F@n?{V>Im_f1F~L3W9{6Z}wlO7~&PuR0dLIS0$Vz@mbM|b$9ZOxbr|xQd
zR$zX9HLq0pW)rx1B0c)~hHZS8uC0wbXI5!P+BS5h{hR_StlT%x$4F@n$akOnrUXww
zz)y(5Aj`jghg3z#O39_-0J~ewXoQdcdrBx@%K2tQq0e5AVBWXz(&G68ijILu-#9&J
zEOB4H+Ff?ZKXM^t6!(H%Bei#sjoLxl19vKMPia149yyge+Re~w$i1yM_ipn!o)q-b
zI(H)8U3vJR)_@}G$j&ayYzjh%bYj9B!*&JNQPnopmTcN=T#lDM%8&%C{zoni#wigH
z`uoZrr~vk~HPGN%#|u{Q-h4DNQYKq)e_yoA65C7L&G7=*_B-$BzBJ#$8KC+BOp9v6
znyYRdMtp+wbu^ue=co?a*$(zf&vJhkM5T&Sp4^U5$ClG|-FNbj4whjFuc7K=)z_@U
ztfUOdtvadcOx^w?)LkSfoT15*THRg`<T%#L&?vYoHnts!PHcm;0K;8DYC2JOlP0=>
zME#uMgH)%w1r1(k30|lt3Mz_*Tiiz(;@zMC;}DTh%PFo<wx9>F_G|Dr9AgP!^l!l1
zbpaX?7Q5=dzg=G)eet5y43G{1z+Bz(KVKItJ#`Z=l}f=PXrlg?H^VL0BSD)9{sVZe
zJisn2aKRHpRb{1MYn(<@v4p=F0QsNM1VAZ4v<9j+sQyQe$*h3*rx?R53>K`GqH<La
z0M!Ywb}+qSN=7|_*pQ;dg9xHc0_)ivF5;$WN1CXz&!)?J&MMzEb1ZO?JJPTwe1i-w
z5oMch3J>26eo3K++l7E`4a%S)ars2o(r?OtQ4>=iNIiLJA?VY*4?@cp^s!|@=<tEF
zjs>*2Xs)I|=wPGUa12iU=)FLcXg$y~7x>F96qP!%=Q{l#WpIBHbBm$0dSuGVDTSYa
z8YF>a33ApVQ?@#iS$mnJXU9{$8;5#E?K6ybeX!oE5!L%X-y1)I>nZofGjcS5B$ct=
za+szfGCE$uV}&MBFu!_~FK`!^>mt^jj2}RH<HVz+LEj$XW+Mrm(l7t1^JwM)tFLfB
zclGy}n7BQZ&qT$Fbi8jGt3rC;0&LQVe^LJ23CW_IgRAZJoTPqINu|TOIN}N>0tgw_
zt`FU*8W=x22&`_3#YmJ$VSeCWx(qAyC=p>c#saPnfgCnP&pL4P!u9fkXP4v5yW<4}
zH|38_bkLph%^8A6n&o3omWguTyZMt*+m;l~luz<Kv(aW*1NH8*SRc52i#bI12bMKR
zM3fNHl6%PD<`FZqG`Zs$LzW`)35B10SAAPQBh*}4f{6)K1Oj;Z;)-CGbQ0}y2M2AR
zJvrq_{Ak+S(`(_iljdrg*0fM390at^T<3iZ4iL{mRZWS;ysj|4tfdBt@vegWpkA}J
zaFvH9iWP2zAA<D3v^_cm`Uz)S(8^}{orzN;DCN>e*^Gur*cj6y1pAYN2W#;)NfEg2
z0q6AjQopRbEmi4vr`Q2|H(P%Hi$13;Ub~W2Lc(}2w6t;3nrO#&CO+c|W+awu?KhMx
zcmECPt5XDNc`csQpNZ!6<vXH4%F}ihI~NQx|JEBMj1>~LI*oQ>qaxK`SNMAEd|f95
z2OMxdWJi<MGgeA3mFJ2abpoC8f-ko&p_B*Qwy8WszqWEM_f61=8a3~hj6e*j_ljoH
zb(Hd;s|h+9V=6I7T=acP*>5~(7OIf266jA^%y0_$yWpsICn0P^{%HLS5~~^*e(HtJ
z9*nAr^ZAmlNgR6;P;Rl=90w(|Vx<qy0>LKQIH`dbe-*DH;#@FXo9gH4nEWYn?aK-O
zn?I?dQ^FB2s38fVDq0%$E)vBK=lZhy#95kOy<b=zZfzZ{Ujy|InCLWVT7Y#_kb?M|
za~z2Wp4!u-%d9!VM(JPhsUPso7~W6537WXT!H@6-SS}ebjS{#Ci%ijZ@+IGl>4$l*
zQ^K-hzV!Q1t%BYo5+&-&aBNd31Bevl7V+UQTI9&aDiKI()ehSTo5{xux|#27r&?H;
z*xgkezf|OTwbmn7$RYE=qXM~F;7M91KB}Zrwatrsuq#hpwZZafuZP9#9Pxb~g^rDJ
zzirwyC1K28T&3=dhqhpYrNp7Kt0HEt|LAIWiIvF>r1EW`Og{e*%D@F5ibrw8QNr%M
zf0WZ*GooK~wpAqVi-Yk|PLoFWLE^R4>TC{-a0C|>S{NG^k73j&3zuVF`lzWvo80yN
zg!{EC?LO=^e+uT2qC`^Kag;jgDYG_FlLyF4_J~@&l$-W$g<r9KM?Z~5nnhiBT^bKl
z63wH539Ixgo>L|lpis$~izmKNRXy#qzO8?%%hF$Wn7_7w<^pa|Q%;X*Ds!2mwJ9xF
z;L$EBchnpBRYQ15KzVpGciM{#O7FtzZL<TrPq`Dv8`FQ2puu~Th-B$oF^WuFn9UAk
zBlpzYZt6y~HHf3;nIC_Bqh%lXN6wzy(oEJ8F?>JIl&iJg=HaE9ae5)ceg_X_Z9X>d
zp~**&vT~G#2vrMV+izU=f2cg~GdJDR$JNuW(;FnLUy+mH_gK2`pLE8|j181e5O_K#
zMHV034x|IG>~>Ujab(F$#0L9;UdvB&68_oORy&<v?OI6H_^b^-Et_SBuQ+Xq1XF1O
z8pJ+>b=vkz(_L2~JZ78&3?z|?#gWX4;tS8bhGQ$SJx2q&9iN|jb_lkt<ft)N4@-nH
zp~lXRVSTq9uf*drpes96>+{v;eokq`d!E7%joP)2pQZ|@Qc1K6xbVU08|RxFwgj$!
z-H5c_`$&)3v1VQ|xzp$Gx?`#7*ZSafl&)JxW^27uK^GCmy_+Pg@hS71H%1dayB>Jo
z`@8&6{72J)cv-?`*97HTs1ceI2bPfq*D5wOWbErqZ{!!^WE1^M4~pjePQA$nX=1j-
zoHS$G>`B%dPSEbN*=7<OH*zulq)Yh3y#PaP5$yd+IyP|bVMHo7YiXdyI8k5kV|m&E
ztod@*l<>|DLnWsP4rI6d2;<gLO5C!o5HR!uOR?<C)t2fpcz24USy@58q)eiN|2`!}
zXvltvW;1rsNO@znfCxDopg+ayx#!xP%YqT<OV)L!X4ZCG!-!9f#cfqz2`NoUovq(v
zbraVnTVQ*7(9IU~AwD?It0;xawLaVzhpqpS3l8Pm7@U4yy?~uLLl&lzE_78EJhZnM
zvGSN5$~E^}I`DJ!Yzvk)VHL6@8o*{*S7&55<SZ*3LI#?l#wo7cs>;t)WmhVShkPB>
zaPjG6LHq+$%xG_;e(9ekh>~wAVTYxr2ZZF@xNueUGE|kj@QUJcIrl!CXPnH{@J_sn
z#B}a%L70>NisqSZxiHlxTl59FRJniQ>Y)Sem+(VNAXy+HKk7?yIrrTmJpZ8dBJUcl
z0tymbhqvcgnUOhPdl->I)NNURZvEj`n-?%Y?@+0d!X~OX+uigxsI&#mJ=DxY%%btz
z-O!w>0O}egH@uhHwQ&rJ^t=%-W0>q?+fH&aZlYh`yhjO-JTBSQ!+=TmK=brA)hCF3
zQ`~ha)68sl-!GlcuKN2?sROz&G)}pcWf{P`GQ?-OZhLPK|2C=A{#fHHd%N?IW`(gF
zO$5k}Y8e*kL78tIyU<@)ksSUk+3Uuut%QNa#kmQuQAIPOVQK^frQ;sR-efX!^mfrN
zCn|pQ78|0~fF>Wo>0*;;b0+t1TvIo5nvuCtX_m@?SIc^+F5S?oJSA&$ZfCM@y3K%1
zV<sV9G&^6hkQ8!i{Tj`ICZXj6ZPWxo-$^>uHQTdo?a)I}c78VeHxQ8wd8xk6y!QQ`
zGwIn-P5W~G{QF_7@~Mw@(^u+&hy_Yhn{<k865d^BrMNqy!F04d;9j<o;gGZhb>O?r
zazle;@Qm2g?~0-lBa<A?s3=!xh1Kn5R6CP1Ed9RRG}kQe$l8KaJsHn(26T{>?y+i-
zd@{?FVY~FOKSMF9HUC)OxP)QUKU_1eU)#i4mTuw~yqBDqq3$kMc|a-vlI!RrjeAZw
zIXd12&~lhd&`x`chct<7Ax)?(NxVhn!Fos7{e(PAT@l7UX5oyafBB1wlH{DnzoCtp
zQof0Nx|H`twe!vAhTC3WrZDHjD1V)OF~3&I+$VtK;c;_7G5iawCeZ1=Z5(*MGHike
zRZuN+7Hq=T4!MD3)XraMR$G?*{QqW%!~c~pC?W)V&)J>+Jo^6W_q{V7IxnRMLz4+d
zG>s-C59>CboqrXNny1t)Bi}3>+q%!C+fC1fDLRqs!aS&M`))u5&#_yU;gwpXIwOQ9
zwlgC3j3t**MUiK#R3i{K8ir8{jT2LX>*eOn=%|va^{!^^9FP`j1OAFNqKR{Xc9i%1
zhJ$cIy650|=k#lzQu@+j<9WE+xVmcm7ShYAW#8(>w!Aro5uM=01k}woryROO4c6Mm
zG0|T1_Ct$x@GMS`2DtXeI&Qaf+p>e~#gfJIU)%+LR4x9!<gU_)!uRg5PCQ#Hrb^~g
z*99B2l&bU2HT|lqj{E!ihZ%hmb=q~#C9?Nu;NV)#nOxZR9#mvww{Frg&7DAJ;HDeh
zG)F>d+WiUSmQ$7G2Y}$m2NgtDJP7YGs*<VMcVKo;E4!7ed~MD2%${hIp3wZ$=ETHF
zZrc2W-++{MSQ-Y<vQ9JqV{tcbxPt@fa#@++#51P%Dzjs%DT-%!bm@NDD+kT8PB5hW
zNZ0jtpPnVuh8t7Xtrmi`r@mo};>2lRK4uhi9+9(2U416*)t}!2i14n!eHMf$o*AaH
za(;x(sLS4DRHJTBgoagHv&Xq1!RG=@e@?W`w`?{KAQ-nAS*T;7zKOv%_3tiuyRxrk
zHZ)|FJ3NxE`?WhL<Dfwb!w5J2(6?Ndmz9wwdU@`fs4IZWt{N6rsVi3d`%el~uim$3
zqE+n1i!I-(BRh@q!_Xn<za^~MdyBbyEfMHbV`cBImCU8au?Uzr-_c)~Y}@Tbi0Vm8
zb~ed=MKvH>d=n+G?FcVT0C)QimsRB<UvqsB)si=0JZyD&`j^0W0dBjufOec~L5EFU
zdhtH60>COWKZ=^lRgD-%Mkj@@sQab(Hnepz`6L(wMz(O`(tmO%8o0|NClb|<j4#wL
zBzNi(mFL1EEzoM1Ux3Pu=*Nw9ZVpn}&HxY-^XJ&*$g1I#MxK}VEVJb%{T$!V*@y4=
zk6b+0F=`5T@L3c>%6hh*e$Lo==UWI&t#@9&)Ua!`3eeGpYCe2PS#8o$_DXD3rtx=z
zSJUZ$9*^-XV3$x|tIduxQC+%l@jsJA|M8`*!hK6r<DSzVs`Gy81^ad7$SMIN998KR
zT$gf<ZDCNUl2^`RrkZ)2sa?iP!cgM$jO@Oz1ine!PLtVjpv1@eA4L%(h~SN(KKPw(
z#a&fz2b8U?EF0(-+dO=w3$_C~O%m)_8l3?$qLz{Fq3wxACGGhL<vvkcrK+vP5u1us
zH!4c3t6{0>8{k|RXZ5xikD*8eXQp&m;?0kbp+pyeSo?}Zz6##ZIZr+zFBL>p3C?=3
zZb8}f`Fj$&7bKw_SEaA@D8)odFGgL<`Pu=7o<0oqgCLic_j@mdN=9W195J?ij}G^E
z{G|LZcyk|V^F-w`D%ikY{#<aas`p-+AjF9UDMXBFwL>g1IuDvBPaRi9?#HhYsdif0
ztDS0%s)-Ai*c(~pwK+w)hr*Qb$xy~moS!;?Uc6USiK2!X)w&0MP?evq*^OTdD2!7`
z`(FIcBlvYhbAYcnjy`jd<v~Ej+KMEG7Wmpe-*{rUu#g3ZA;rKEpFUR)pu)ZKkvy}4
z6j?HtbF*tc%iHRtMH;wS_12)l=R=A16P%&tjxG%0N5mMwGg_4xN@1&CUZ{$@_Ht4f
z&ESDjGgH&IK9y)S8Ie{$VULk<7<U?{;2Jqks1n6HP$BRSmTDjm!+oHA#&OKBshfa6
zl-mOh`HC^15d|+_RM106Z)$U8gEY2cgV`y|g2d?^yIM<M#;-AwN?=&%D^^GO6UEr4
zk4-{L&3I0iUtZ0Ls`(VX?Ax8`>C)z{R$`gnIzt8IN3z5ahm=i%E?0k&5=~@D_8qco
zfPz&GpQJ#Zu1t3Uv7ecOe)RPNSxC^XqX{FV5~C7^WN`(7t@onTDcjxOp@{7vf3C$~
z?YQL)@~Ppnb7xyyefhia*rsQ)Q^h!;Fij{RNA6O<vMsW{95VPRz4pb;dKndzxOU!q
z;M{^$xLP5Uu$l7u#Dvar<CGBPPyTzwq$-g%M?S^2L4#{?jZaB~*_pfArB5y0w{JFI
zh#1&xn%)8o4?)`se5%l{RrrmfhT&CBWdX@7l6wtib6ICr)X%cg?}_cbecI@ec$-1R
z7{1^GAiZl)5C2rqVtXi5W<xISNwzc1qEnZOd|MX#I7f^>dOw-)O&BmF(i?hEyi^(I
zxVl1cUf;)Pb^v}=zvwz|H$K;`*Fd^yP&y9+F)5rTG{o{agHxc)->&ff?%-kGG49r~
z@MJbUxOdt90=F@Bx-g>GLEL;{YQk@lTMWdez)K$};k{IKUd@h|(=EH&Y<XJka$*6z
zk+=Gd?^^u4Unn90bj2*BzvNnYbTGaL@mw>H8=jI*vaD9YucoJpJUQnQk1iZa3p1+s
zo|Fju63O&hn7~R}2XF2wT`?p%KtWvKA>SA<SaDEc1-dIhV9G?(YdPgcEHKd3XB*X+
zoBf99gnE$&<w0$hpm1m8V8b7qW(W4Z8eA=kNvRs9n0YP|Le}$c)-G({IQ_ap>(|ZX
zS@_uQVhclOY|IK+d>@SVNf}A7u28-Ht~e`yy?<?r&KsB8cPm@BR-Dj`8ZZ>{TLzRz
zyXX05=)lz%om+`j(P_z2t2T-d5$w2&HkPteCti@|=dN%{0|#9JUU|q!4_Fp{l_o^|
zz&z(+E3*|v<qMKWreUWn0A*~`k}lF2mtd0pHd3QjhHsks?vyE~_oVdj5MjejH$$pQ
zJDbtjea1j7jbRsG^k~E-mi9gQ-JX@SiF<n+?|i;I1}MOn8d$zA5oB{NBE-89vgU1g
znUp{<@6b}QQcA9ka_z!6)B%fXe=JM9mI7e$-Hl}HjokSIN8SKp2dFCJW|_&qa-mNd
zkUg3Hu<J3bHq)CHlE>Ugia$#~-F7rO($3xHkcPynf1ZXE^6e}4XwqnOKQHMD429$r
zoblJKu~!bl2FXDDWV4ISAVTeKD{EqGv;^tMBUa+Bi{59Q(hKz|IndSi-g3vRCl7up
zbuDWF+w5Qb#bfh~te8vc<vprlcmaR3xh#R{F{n?=-;%#D?|c_VbsQaVsxY}g&z`mo
z&(R6dCGHM~&kl^57h7aOe!2d8PJjmH4-8&#plX<GMsC>hxy@hiLaT#4%@UJfbUFjF
zMZTAu647g#`$3m)8*rGr)S8tP$6u~(6&x$?4B@5LvEXk<2m9JY!W3$7O>Az(uq;6*
z;~%+WVw6GT&{S7CG?TsnM`XII>PEk3_vr=GxuG-5C;d8oAH^8PYliK{c>_9WKXEXe
zK1+nhsFcW&+t0J!sJ>$z@TRmZZkHOYYwxpM;A47tg@L<7&z#=R*ltKs&kpe(i<tZP
zy`h@dm{-64XBoYL@a|#wGfo(fF;$dh|Ey`RUS<h}^Le(*nH;X7a!?8HyDXI?dbo0-
zn&r|UW-Yy2Kvkpa=`O|>asC@=ZyFADAODZK?-qCK6qO>TA}XP>#+bQVg_ufNV{S<Z
z%`Ids<J)FSObA6x5t5i>%Q}@UStd(%Gsa--Gh>*2=02Z(*EtW)b^Z_j=bWpnCp{>A
zm(Tb8eyy71i{oGG-^8?8$c%(-w(BWm%<(iq=!5q6N1hcy;(OL)J}t1P#jB^J8X|oc
zc{uc~6f0e<>8og;4>#9bJ7(BC@*yAxs&powAsjThoBQRJ5I>1iiq@27ks>S#^5b$H
zhi}Vnn?H6Kw)yo`Erg9v)lAqA)=VPB?cBOYSuV|y_{8Dvrrwx((N^gjgnuy(bFRBQ
zOVv<4ps<c`ci0xRXW~<h)ZgCK>LN4%x=%XYgeM}kbq};kZ3(r~+jTEX?4lD7M9Rp$
zNOv}`B0s<I9V)sU^tMxv_VQ384PQ8QV*Ub`hvfo<(iA0&!KAzEU%%%P?-)mpmzeLY
zMKb&Qzg#LhRZd3A3I;@7Spl3tdd#D`bN_TZ`j)vk&sY9=YPu-}foNgW7zAF(Y&}fI
zwe2Pil)kty?T9Jr6Jv78=^hiuDzZ1$Go+DTPe@S>8rIOk41t*#c{WLB>K7KfFS$zz
zVyM8oQlwsdMcE&itTPV-l1lQfgoWu+uORaqLZb>S#bBp=kIeX3^)qs}K(lL@d+FFr
zhT%I!%-HsZGm^VVRKh58YL3-IwkkLu?Rx6`hjO=i329Wo@`-KvRc9)Kz95!SiBuKw
z^$=6y<5jWtT8hN>&f-6ZmAzO(AMK7<3#mRsz;j4NKlvnjL4IH0#a)D^r0C0&j&%ll
zs9p)ho+BUk0n{+fBai!y&EC5Qd#5+#5|SMoHQ-f3@11v>Pswv}B?{GSj@-2?L&6^M
z;!Ky`xF4i77j>FB^<^O`9tBP<Y5lTW(l|8%1`<^Xr)5kw{)eP}dsB7xR#H8@1vM!q
zdY;iJFb%0%<r5txMjSs#5usi(D`Gf}xsLo0`L8x7Njv8d-XR4iFU@LpKzMjh1OHG*
z5o7l75BQTMNxH{$fPqI;p+{p0LZ1QKSnjM@OdoTw^M)n)zxTOE2;M1z*3eOX-z{id
zBTX)U3>hXFF&zIu8HT=L!03BN2pN#-Deu1qY<Ay-nupX!A{7K?&TNJ+RfD5iSk|{1
z{P3?8y2f1<$A7p+F+oB^Yv@}oueOBGr0VY{p4$GI`kov<HOBMzqrB<}fLy_gULXYN
z?^dA?{`U%Z|2IrOxRBUYO0)xyB_9`DyvyITXU?qE#%lk8QwAqO+q76nMhhnw2;kQg
z6azz>uL#JMgTl`Tiqc~n)=Mt27kP0-zOwBcY}B16I-LnWS__>=ci?BIwYp-MHY-Qh
z*v^Y2XNF(oe!-O43GM=6^s>N$&S9sHvMIVz(ik7!;pwRD>LD@hgG))R%39*TvTipN
znsHreBJP2mp*A)LVE41P_12lui`OAkb7s>V(1CeAM!Sr7&l-bE`E6^xiRuf<=qyyj
z>WME_cNXWRp^xXd8%Q|d{)k)A6P!m}&JpN2u<Jt5;nGxa%eW)>!m%;tvZ@g_Boq#b
zv8y@x8?ADlyAoHY4Z3bIzM?*1pDswu-n-(^^t6inA)kODABVf%l}i6M7Ay$&Kj1;{
zhSY({Cvv&6DC+rs@+xF^R+7*zfV^z5j@=PJLHeL#OISZ_Vaynl@q-%vZa<zAyN`HF
zN~{Bo7kp~+m$nI^-rJfmy({i+y#=}h5(~kjMmQjNHQ5Udhkr)EirT@VlX3x%zED*o
z>x65G5@yBO9)u+*;4o-bsL1WX<gDuFIi&6AorRianRNoYP-I20IW2}sbgZ=2v2xPM
zO=A6n*1xGQ0rk)?wE%rY3w!c;!#S$}s!9ZZ&PTbfKqqt@e8~Xz+vJRjXMs<-3rWex
z_fJP(#hJ=wH>bC#xhp4mShQXOakTmRi2;j@=a^a*7bY3gHGS>2W|*-=6A9SDHzh#w
z4==GA3KW$iA!1=wrT!{Bmbi7LyaI30YHIT#M6uOpN4ni#{0>&>cGO6y_U&r3Y)v?-
zz0Ykh15y*L?|1QDs`JllJ~$%$w}myuf|d@#hdKd^$F_VG53yee^kmWPa7iR#0f-z(
zg8gX4g+`eod_DAY$OA;H^+BG7q*Y<6^60zyh?7O$!|z>H;n$)$ivQetBrqXa!(w>n
zuiXw*^}qM*fAJ>lZ6HsuHsPGLL+j8JHhLCM?hWn8D4x9ch9Wlm-YMthTd5q<1piYI
zW8E8!yV)Z-lRrAtT<G{cCBH2<h^u~+-T+odxkztZIDOzD%fJ_^!UZlw9_x{ab*y@<
z+xWBTwfrt3Bnxj?0S@A`L7)|}LxLXfG&{>C$0APB<6XqWZMZ0{PnEs<>T0un<0J_L
zR63b?mcWE~3ir*SZv(Q;z5X6V7j{vr>U*;s&B|vs_rTpuG<!Q_Ed7`@v*sx~txB`>
zJ?@bsn-Fyi+Cnj+Eb91POR*HY<Y@kub3BAnI%rY~Pwl=LY7OpFE4?K>06SrAwy5p$
zOS2|v9}t$-e)`oe<K8eeHATZI%eJwJU?DLBjxqWDbb>s&iTsxj8<)`YpWIpY$}zY6
z6cq7Z66*po2+dbO6DQHUnLopE2vxdkc$3KC8!2X>O60m&4(AwkyP0sqH+?63vdGwt
zftL8fyEbJ^(9}&w1Tr#hZs-6yXKyJ7#w&R@YtSu-ma)1%)=(4EE#<#wLoedE`2w)K
zR{gCy{V0?X@BOxX0I?zTgBw<?Qw}n$wwaHD#B&OA1Cg&MCVwU%f5?@3(RH9}97#wd
zqSrs!TnCZqt)m;!u5+9QM!3BH<n{t6p%-e~3j>eMeb2`6PPik-qN!a)HLyh)Cb^hA
zr}7tTGC|gE0I#kAS-N2TizCZk9F)6`USpYeJ3S*A$7qVff?aUbb+lFEc!6Zgp*7#>
z>{iJY5d<z+mEICWKh$q%V>@ha#FQGDX@oLqdsUDYL?BB1pD2R3JoCH`QB;1W@5Gqm
zr9mRcC`p$QPG}(3;aSWGA`Pr2p`%nCHswi$bv!F}p!a&~d#B-HDmtXl@_?hO6Jk~@
zG}3G$E?xnt4q%$>xo?E<dN0xIM(qE9^J>g!Z+P?m3<7@hq0GAcfhGjlNucnv(SZ28
z1DDog9{R2LQnt61;2vGK=v|3RI=ZM;C)DV3-A={o&;;t)Ytc*C-^*?J83u8~8NK0@
zrhb?gIONR0it_tMbEy99<D1wSH63HVnkB89tyh02Gv^VOO)nBhgJ>#X!tJ?lVun?~
z1xQY6sF`pavN-A&s<U(|d{*Noam<RWUg`PHxCX!#hRG#k<EUD{{2JQm38pHUF=&Cf
z*S}<mY9N#R>o-Vb8;8l!dsK}Vog*`Wa<bEbuctqF+YX<yh=oZ$5+asjiAetMXBtFX
zoL(M=6r4xBBlof82Mtz&tj%hzUw{lRG#NfR1bXMJWg`t`b!=j+;qLv>)E~?JJgg29
zQWpRX9q>y{hRKN)8oxxs>l|fm^iKE!w{cRKG}QX(tc)ps{>Pj$tPw5mV_%8&p}Vfr
z-7c9VijB-U^>V>#O6*b7^kyhpr1^NFhhdw|bS0<QKG_sfRc`IGconqL%TAWOxc~@M
zF1gw^?@&MgS?ZzU%kyLvr1BVs2ouB=uj(oK@HQA0^D+$}-ylo14ItClKq#rILMJIg
zEMq{LSO*^{UUTlU9YWudO^yFx*z$<YYBW-qPak0@e)SS(Zh*^NT#=L%FEL~$3|C|p
zfttpm1%}jn=i!!D=n%mw{sYeUn;VR65$$)UVv|bV@*N%fITJP6@Q$;~YF@KsT!>6`
z>Hwq~QML1y;V03Nw<ufAGM-|g*?78cRaS)z_?g$g>iyGIVwm2TGIW|yfN`WchxVsn
zQ<m_ZnTp^5t|EIzx<2agOudnM#ARNHd5@=jZgKap-a4>a&7y5bo+NIS92a0n7__H5
zNl?<&C0$}BI_dcJ-h}B3eE`_k6&p9eqyaTymq(`5`mgu>;GCIGKPx7#d(f_SqSji}
zEzI_$(}p)L(Qo}KmhC6U8CYAOt9%CT{d9J{Kv1^%)PFV_P7S@Qz98gFDJiUhc29)O
zi~e`Hi6gQxuFO%S#?#jP*7JXoC@;ax|IJOO+y7{V>WLn%rJRi)C!u)zqQ;5+n+d(l
z)3Ex;D3cG@%z9)E+^NHea~rdnGq~ya3EIPkwS9W>(dF~=g?}yU29H=<*I!zojEe18
z$(}UH_H<?iE~RsMVVwpE95x{<_%8nAVmGC#$sp>npDTnXrkLnp%$E60I|VvM#A4@t
zpU>WBP%IS%NtFkl|3I#wYwQv`BIP#_$6dz;0PX%V?B4OO9$M*W5qEXzuCm2f5GHgb
zqrG`}HLE2Kdjc_hkLb;bpB$2vScL9fK()L8$2A#)O8@sBT;3rIMJbc<U(VhTB-cCM
ztq?*<c^rOAGS0=O`>27x?u3o6{mVwzLC4mR03SbsvZaQ%M2V|)KU^I=u3z1%woOyC
zUq6S69a5J5^~Av!503$+0<eVus3oixea`z;cNpTx+xG2GI2eVvI52Q;;Gu2lLP!t*
zg!5a4GAn^efUcMI?n2wJFpCN?{2E5<n|K#p#9uY{Wo(gEGi;RTTVx3(?H;+l+ko}p
zjN#a;z=i5fn}4bU3mw?}m&mLH@PlA5&3B3s3h$-_x*P-|UEa|39cmt<|NVmjX4i<f
zX@Nv5(xj}fT&Ppksl~%4@$f{m8nAJJ)@_F=9O8E2Q`=3VsyDn;_R2@WJ(Bdgcq{kY
zaC#Fgh6?7E#}Db?i>%^2G(xTKX{}x0Q*GOlFLbSWLpxv^sqXPUNo;TYhr{u2@3g#@
zS#!1UEcdx1hNA<kZ<x;_)Hu9Cb;tRdw3Ixbtr68FD=u**x?TkFJGI?CN`N|K9v*J6
z(;c@majr{_oV-UXX7LDj$O^Xg#wrjdV3w-SX?e+RwEAgaqjlbCRpqf!job4weA<p^
zow)kR#)Smqrh>m%=@<8t3R|ZywZAh>MIIDYOp3GBlwb(Y^I++-$nXJ4!xfn)EA}&N
z;Aq*`KJcNp><cQKOepUzRSeISPTCObQo{UNM@jNW7<+ZG*G@I2Ptz=<zXn&2hi-n?
zTLV0A*1QM3Qyi^E*OOS?C7tq2|I12F*_}MZ_U9R}V^Fo(7jQm40u8P^mjX0Z6t5((
zKS`8=Y198srHCqA(Ztv6Fz<{6X6z)VHTDYC1QVgepW*$~lmhI=G=dl?lS>sunSSoD
z-LD02F9rAh)nU|p;i~a{#9?G9`}D{+<@wRCy9(Wdu^WPxr^_o|PKu2Ix_gvrq6SY9
zZ1kvzWTm<1Z9c)2Rd_KSyPQ*93F?_&$=eO)U+UbEtO>-wBcv=2U*r*Q)c|}3G27iM
z1(Rs&JlC{tyS<^E?=q;OU-01=xSFBn+2(|=Vb|fC>QpB{YsScx^0Mmc=X1*Ox#<tP
z?`imKgx3i!^gdPXF<XEmwO8tLbrSzfj;F~saq*OtW(U!#efJcfSl-E{9v#+d<fmJ>
zCA^y>dRC_l@DFc}1Ad1K=DdOHoWEAQCl#a2AyN|`E+;wn6S;pjJtRzJ)B^8w=n3m$
zJ;Ad%7hYTE^*lnM<mH(z<oqASN2(A`bT@_EY4bDc#m-*l)h{`}OF;->Bfd4QQIZYs
zhG%)o*7X&<%30N>9@`hXA9E$KNyMbF9yAqe6IT`<*k9cKX2t0a`l!{kjI1BWX0?*w
z-o~@YvJ%*i+0%dDIeH6-m^j<;;I*QkwUNcna)~Kncu}m4QTU#iO})96pTQ5TzqDw4
z`D1_3$QHYcS-J)zGgl_4K_{KmJ*lJ>b$C{AGtG|fH)GrKYu!4z|HTmf|LPC_5D3LK
zf<QDUB!-1J89o7cv(Gi0Eg$-QCeCtKq_%S^q?1PrY-SryA_&#a-ag+W=y*oG@0X7f
z`(CB5*&Eq01b=@6rxJ-fUEaFZ&Ob1Wm+#X}w@E$)e>KZwp#|%d<@Xm(K&l{#e6_U+
zB|j)Z6CFQQ#5CT?)*i?y4K0T+nx9(q3Pn7>fVt_zY^?{$Mu1LxuJQ5}{YMC&gQjD4
zMriilslx|ONN~yXU7!2?%ZFHgcH&(kn^^X@Oyo3(W)@=0mK?4txZCb+&5#@sL@^c}
zCX5@~G&x43P`0=wL-S4Hh_fIOxI(hoIU2CF+2^v}<I}-RNeKlj17)iI=I~u*FLK0g
zkh8UpO_4Rb=t&P+H6AA(4U$zFUKGT9y+>hlzrxE}A5zU;)~PeXfe;G!=v*@TL{RxJ
z#CQ0mN}A*^5YbeF=1EvQ?e1@9i298#UKB{OcCv7(w@|lVg7#)JpEev76f`Tx#C@o<
z?{@N$8D^fY?p`9TO!h7=B=Z*<FiDfrqD8cP+AMh6v&K*lcn)f6*2K;HX{IFM_W9mI
z_*B(|9b4KOi&T^7afk^=ky^ePuaxDVuI{ODHC<NOv-9Xb171ptQ+c0|{0CGoaQ-d%
z<s<~<?J<8trreloeEvIP<q1%O29x*Tu-}{$b5EcrRQQ~{$NxH7z|-j#6~wj*D1{~D
z3<Hb-&YJT=-N==%GZrp*{>4?q!CKw)ak6!SeCSDt@*<_l#kX)3vxTySFjPL45i#Jh
z81dXP<$Jb46u<U=g0I6q+`iO!hADhq8UuxJ)-|k^91^5Vz;@iuHsYw27UJx##+*Jj
zIM|{U`Z}fk(G4vMI6AW}KpI_DLh$MfAj8^MO2wUNHYGn<VLgmI*k5OjEt)rNjbFMV
z`(|VGS8rplX8ODI-X3E#QYq@E`giczg@^*Ur-IeN-iT@A2ZqGBG<F1xQ&PpTcIeOH
z+^Y!8qk31_-#g}H0UN^R+hkunB)fr6LPGk?63ZK*=dL_>$>vYMVpm;#$91dmoMh&;
z0Ym^4E-f9W3DWY4A0ABYWBvK}Gie?oj`08vo&&P$@r<Nv?m!bG6$3`<JE{q@It-Vt
zn^!Iw*>mo?=)~KP{|gRN($imp)SP$I<e*|d*fsWCcfDSxcBhyreZM8$E_Wo7wWP6O
zZ#Zf;U;3Y1<bCrHx>{K%ouYF4-!W-6#j4MsHp^DlGmJfsn7R327xpu;u4xJmo*6BW
zU_fXlY!aZG0!Mu_7C$-SzBXZ@VxaJtCI3@NjZG_~Y|0n(^1~$*2Dr_V`)U^J<LKyU
zq*0IL6nn(k)xqx9BK_frefkwy50QD8&kVso3l(>R1UD*F`nNKCZ@H@)NVFP=4~|!f
z`pCJi?AqH&7i_bXABl*$VE0{SMq2%?4`1oJkBG7Q8R6khpT{9koWuKnN{A~a>OHTM
z;p&siS56vBo4|ZC9zL^%$mz-?&62kuE~B1QyueNlrVNd>y7SPwvqqtZmr)Y_Ss)yp
zS)*-%RTYGfSH25EZTIcQVL|4(y`4{GT0ma;e{#38H#wjySVH43OPL_qHcu`@A6L~H
z=ATXU^<cN{ud0YbywEY!z91<V_Ijnuz8!#Q(848oB}SGNdI608U|p9^r%qVAy6f0=
zkRPH>Y$zC<RVe^VZCap|lGJ@@&1*8JvaAsDnvuaDErRd8-mP$_3T>M^7wBRIJn*_9
zfe!|#R)=IwL4WkycyYEezt%u88owgccp_)4wdG=khS&x45DJmQfHf7+yd;0#N6;*y
zVG7V~U)d3kyhNS0&A=ku(WBf_qq+)8;-S9J8o)qxJ0H*uWvm6cg4~&GbwHS==g%QE
zIa^Dy>lkCc%6?&2w>R=MWU?k3aQ{P>%@*)+f2&4UO<tex9uz=L_xhETH-Arqd^1ew
zDFVfg1T9GT58s7%X<a)p)_JOfpW*kfqs#5MO<$*-@g-8eggD1o-VO&)_3y}gIS$^c
zYm+wsTLJahRTNrsKm%l2dvk>SaHuWXVsI&w0hVcGrx<W%8g<pbu&jlJ2tg1Yb>XGq
zhTQBC@xjIJvF&Qsu5tB<P9g#vk$3N#!PdBWM{0m7AD_b8_F=q_>2ZaPPzdbhviXN?
zzu^|4#v^d_pjkiVy+I&eFoni0N#x}CU0{5C#P<fxM<Op(xjT+HkH&3pGZEVP1sw8A
zFEt8ZLJ@#cpJq9nD>0#>Q-N|FuYLKapN_;jQWW)=eef+ebgS%KQC*yPCh`IUA}(QR
zf2+miISKyse*36NrW@0g(bym?SuJ*$Ork-OkF;fc8;bQrjwt~=F09c%Pw?oQahC|e
zH&YZJWc(**L1YRUwLw6!-QBwcPO8z@8~LWB_+S@kfwa>%ZCH~K-T+_OVian)sXmU|
zSgJ~sUI*nlcWuPKpC)z*Vcg72un=*oz*lWEJCd?O+%|8o5IO)YgwEFMTn6sGr9|1S
zA9A82dXHqL?Cgwm*<aQh>dbVTKCvTf12vSKtuBi9pRG9yh6&p8O>~M_tl0i~YfCGg
z*{b6jm4nj*@DLQhTFvrUjKqiozWNc#V8f=ufNS(ud8c+GO|DKm@ZE(wz`vv7Ykave
zFl=^ji0Q9!`$I3q&%VS>o9?4;yFf!EP6<kJQR(iZQ&L~<687QOuJY>3DexB3uEFnE
zL-NKUo3~tzkFyRZECc_9KJJkRdh2JvT9DkJt;47>d9w6sfI0M^To50#)z)ej;E16t
zI{~qgH>}}ysP@<5fu9;ty6bZd-aixCJS36xx6&!~_=UsVNI+)0!m@HtJH`&Fp^I?w
zbYe5^H9H3vJ>Bc1xGCYp)M7#Di;j075T^R&PA}<5!?lozr-0U+?rMOWG^mm&1MQ`i
zYKF)3YfN0wk24yI-($RMs-EhAHS@s3Wpm?;$&DSDC4?-H)7llsT@m)w?M3}{W<%_?
zIUqOOf}Q4?hY+oIT9W3WGdY67asTs6jBhpB4{jQojh#@*v@Cyn{Ohz++vI<8@6Ieo
zL>s8U*k=48xAdJ;Fl6Hq1F(F>#Lo?Q5Ds;usTE<t(yVsMH&>9^e6MFVTa~?3;aBB-
z#r3?{Cb?f_x5}dfp(6<9U+4el4W1>^NDtaR+nK((hG@i!11Un!8N8;k;kT;=x3M6S
z1Aa*`N4<dDDJW_EmLG7`bZ5t|KPe%^)Tr*Ycs|<*s(2#3W#aQQuiXNgujU-*aSOws
zH|%Lb4sLm<y!JCv-SN7>-^lb7Hs_Qw+P9SV8;#ZyeMd4SKwf=^{AbIJLpKV66pxRY
zj4ZU;QP?}eHS>k3f~x`p1N%s^+J+@;1s+=HM!$7@`L=50HsLOhja-3V9SI)P2uYGL
z@*=a+rcEN&+miq_p%37Tq-MH%Y_X>lviCBiV`DRl`wO6VGfLU!AAjlW)JSAC{VAI3
z5~Qb0E~}2IBG1T*6{R=)f=HR)IBNSHtkBDgGhrsLs$f^LCdeo*GK;e=b)cEN0Z7Ip
zRhRuF7b@r9?W=wE!rh79k=ASa1~t~`M`u_pmddy)=|?9X-j!9Xx)Rdg#DxZ1VCT6@
zq106Hf!B(C?c$!B|G+1Jh`N@|JDIHkF)Gf|>OpLJK1G_`pszP>ab$kG8x)h`suBLn
z<k6<sH@CGh#JMD@puGvc(JyEo8?Bsa9gsh0vH6O#k5NcSLcYe|ejU$pU*yZ*Ix%rk
zb(Oz+c*y)V#=glKdzg=Y!*x80ba$&Vgh{K)meAv*XmCXh^U66p)5wLmOzVf36V!g$
z&1D@;^f)eQ`xs;P6MhQz&uAb0liw%w@FfC6?^h;6-+8sZrR&TDy7dnqhPlNTXX7Uy
zf|Neu{7ZBTmffc3=5YL$XBxzPXx<n+oP`FRS`$nmPfwfg9hvRgyA-zPj`h*2c#zJr
z10x9Jc-dF?muJD9`{ZK{q%IvXHotTZB<ODWrv9CSR`$ENkRZb+JwE(#@^jI5ljP9)
zj~oF2{o`E~h7@0VCVe|UFB<84!(o04QSK07V+}h`gw`EN`{YFXaN_%-4>$L1aoOXi
zH~wBSS43%A`7~EwFTHKZV7EfVBd(U;OWAow#MSEY8sn%4Ezl7cxmDnMjQq>6e0g}2
zs%?0YuPf&*61+xcIj55zgAZo=5Vv;V+tg=-z5cdpch9+6{aO9ZEhlnVzyw59UaF@P
z|FVKTF)Z4os&04ruas-mi5eN6wsuVM6gaB8BUeQ$@96A4rT&8gq|D-LLFg+|G-3_g
z!!a4P4QFT5y{cm3^$q`!wP<f&W&xZ)^sVj*1JcK9?cvwHwiGkq9m9@uWl<&0f)tJ#
ze2o#Yz{TZU@PzhM=)Q+@lczRs)1qZ~t?Z$jR?mJj%XgxB?cJgZ5W|OcFY{gQXP>}g
z=IvtHtQOE*ccnb0<zB|k4D*gcd0ypn%AWF2jlt}ot*lu7WN79xadc4aEaya*{+pLJ
zr;pGeFMtuO=<m&Nyif(rqxD}&NsETX*5B0D_6A|MTjsu{sz)tpCc+Wd*H%_1?N2hx
zUxCRaJ{Y^F1*YYsHAMBs_o;s1Lmq?F$UMu*L3@!~GZ_{ZknT4VNfQ;&5t9GpxSido
zMIvV)t6CHu@Vpugd`<f}ZbXimZMkfytX4@`XQn!&GKhOw^N|M_M#n?WqP>#qk0N04
z6Hg7in=K(1`0E2BE}j~5mF=>{Hy~bq{!KF+e#bu23P+@4W6EjDI1%M)X*F8GviP>K
z9a?pgjQ|r{sH$$Hg$yX=P&}(;&gC-H1^V#pSID(v9<@>6(Aa)(WU$UmmB}5i&PE*{
zGlJIq{>R_tX_xgh)8C7=Iz=HUyU3k015{Ok|G3VkD;DurdROATwH{i~CO@CsoGD(I
z3Y^jIe^|+!!lk92r&#Cz^Z$2Smb)a+v`Fwnt{0?MWa+iQw@LIu3&yV3Sm)m!_N8n9
zU*dr79?~F6vS|gG@Nd5FPJ7ZXg9!367-Ew;yt84_j5?hHH^2>K>$A_N=gpZ>nO40)
z&;b>)@Rsbxf!{+!?w~nTD<Vj*cBbUYKmNsq+QIp}e6~jKA?g-w%M4$(7aY^^lAQ&(
zNO6bQHp@LHbk{(5uZJ)x#}7&-4X&YIoYKX5RPo;o$f$~^*%k{UbeC{n%w`<vi|AaP
zv0nJ*uv>AH8i94;YBvXokk=A;Jnj<yxhX)IjtnkJXMzEU{A5_KkupU1CVG{@ia}V6
z>*zV+#jK#twWm-lRDUE#5u#jP4cQJ*^*u#yJ*hBiFh6%$Y(F^ku|crzR;6rrPlLX|
zcK5=Y3wD;}l{m>`^!TzOAQBz!!bL@y6^q_I(g94ET6`!b0NzNJ%Wgl{`xXqgQE>E6
z>V}ne^g_W<fvH8Q8r7Vr*(A<9l%;lq+_x|VwG$;7a7j{D@Hl3ugw=FUreDJedBEfZ
zt=s4uIMd)c>4{{rc-WjB*U!lcnbxxFz%u+3{Ei{6kL*JE4phJe){<S=ikXNk`+2b<
zv+s>;l2yiUlSxtkw8w1l(#_LaFq6K6me2P%Mr^Y=Pq8CRV53v)Dk_tIs8ALLxW#lx
zFXDIuB?);!hUO`xf4pTNK%Klg8_6IK#{ie)joIwY(#$&ZqPa-*pAz@+dQ_7#@g=YR
zeB-%g%~~3_LAc$x-s{S9CR)*E5osOjBubYRdYQKWUl%^XWCi;`JAXFJG~ztF#zz^G
z#4}sli)kxchWZw4h+63q_-M(?p1T>TkEEBo-r#D?pfFWvapJ8Ay}-$HMUyBTy|4Wl
zkNI(TMb9(-O`y(u4PCJjBV}y}fZ>kfQ`0|vM#tzYTT-KGR08IuzXA5avF7}*@Fr+e
zUPG#JRza&;hFAyVkq<hQlVqR;Sh5m^EExj-OZ|B0^N6_nf6N%DoCpQM$$XrQ)+!<`
zDi+LzMHNqqqRQ8tDl3(W-#)`;TRUE!4tg-A7~Wf8+t~DPqE~EcAGAW0T@Z`MBV>D$
zDNWl2Ud?G4bJ~s5^&haiA4?>v0BM`LcF^N{$K8cHSD)V|NwwO`@RS^F#pnMEK|TTo
zTDorhs;C_cX$%w345Tl!YRl6)T!%XV>}d35W`-r}$kgX9P@QJhbhSn=*6EQ{<r@c-
zOj%Ets3;>5%ZrAlYAyZrOWYj^N=EO@l0oE$fOM8aX(TF~!ZP5>w?ED~Pc63Bmxu6r
zDO;Z<5=>A1={Lk&umO-No+jY=z1|qsQp)B##$O#k?z!#kUzKq5!x;5~f(fd;ySsZl
z8^y3#26QZ(X+!v1?E!mkng!5H%#(^ehV}LwN&J|-iNO#vygZ1uNtl?4>hlADeb>q#
z=Co*p<>qv*WPf*l=2uuGdv^GIO;V1Fv<W&8lo@6*Z5vn0z!SfKu)Nn>G0n~n1j$jJ
zGpk7lb?TQNBTBRKXYq8<!){HqK$^m0;d(nBsLIewno{6wJV%U4X)@hPq`ShqK61R`
zA`;AXP-S-({5?Xb#JbSR-?F%(K{2=y)t~O0ZR*6fAlGo#X3KH%!Lz*q7Q1+vCbn+u
zb;i~X)f?9-n)*S!?SRs}`Fbnt3c0rq^39#kXvq!S92Pub>Rp3<!Sx{`JNYiXUfHsn
zncI<Ph5TBU&3%=O^skxd^$}-#7w#1N3M$kK8e@+QUvGsEGh?9P;+r70AjF<jCVL4S
zpbtmr!K>w^t?~(otI2=Qf+e(|74>4a6#Rssc!`f10Tx}9f{UxKnla~WlA!3CHQw~w
zFFiemP{BBc5@M0O18BZ^02KEBZJpeTq324p$)8f1B2f)C9!<(`DF{>lv2y;u!<w!5
zY|LoLGK0niq?MQWAGJ4hvO)xcokj{^5Td$g4o_@30I#rlV+n*tMW?t0Nt5_a@WRg|
z66?Uc;1OoBKISRP8(t;MHb^w{eR=dvA2!I^#*ir;UCQjiR<Fs4Tta~=TlH>`v_mIs
zb(!Ijw_+wknbl<CwMSiKVi-09&0})4Ai+90JB}<9c>2GDwLSsM+2-pr87*KTR<tpa
zvi4<r^8iFP_MK2~EL+|v*O>VwY+YBOw2V&qeJj3QUQ^@q$>*bxWd=6rm*hztf=mYA
zO-bZ^GXe}ZGNB@+MExf>Tp13RX%73*w7xH8PJ)x658QZhCe2gMLon>Scw+$ls8vnp
z<41O6?g=M1N5S#QU!*&584f!b3oz4*iqLlgQ2DNtyFO5NCVxn<c?M$VYW7ApvE2ZH
zWa+;?&k*3Kv#72({W`NAbHXyzjwX7_1!ZW)vH2~^24RT_Z)Va>ug}EF&Xp@f!~xv`
zA52S(6**ruHFj~-udMtS-X_>5YUn`9po@j99vM_&LyVlIwd0ASAQlt=12C^*fegeC
z^<HmaH&?|OcA9z{#QTi*6{}lYU$yy9&NI<Ki0Zej2W<i<&cbWh&9Z?yo8oq9)`y4_
znX>KmiRmZs4Lw1hg(zkwxr_MqZ}?fs=Kf0(Q+9D$g~qel2DQH6duj8Ro*|EZ&`36k
zXhY3DvAhGIrP-*%eU0v~$54Hm^&h%Z1H@<NGfIk78&W>tT+aCxMr7KkI6YWmO`iOr
zG!neEHE33?3rL~ZySucT+~@B0j!gXy_O`Izml_sAUgakVgftMN^{CjZA7PHDirhmU
zD)uq5t6hp>P}7gC6^<FV!sYHv1POWWV(#HS%1n5~CuiM^5bH&kvYCJnNVr~8xHtm*
z%05ib+C=Y<H*>)$JM;z53$6@n>u6ug4$rKz2$9Ky&a)IgF#rXccXHF2PMr=hZ`AB-
zsIWXy#Yi>JkaP0h0YV)B?Mj&C5$K;0HgqX`9Q|nD=kip8dgR&9;=iE-;YBwq&H^5P
zHQQy(4?aqT9);lt_SlEs+PH(Q%?|@t=5i%JyfUK1_RW<_a{tq1A2Qt}voWJ7+r(!5
z?jE=q1t?nx3z>@H9htq-8<x|ifSOJfQg`9JJ=E>il0!+6{qy+)$N{+3tHUG#(&D`Y
zBZwmjJQ3!v+uc75pEF9rzVi(b+&F2|p?k$9Hj#)p&Pv2D5mDb?h*_8-j=i3u^*Z=_
zN_u46Dj{&<ZiI4kJyZ-XH+PH5giY6j^=}wk)(<q-1c^=~QhYMzT!qGLKg%&A!1gWy
zz*0T8fR6;<4$sh~BWXr(N1~BbVMeTXX0+9F<0jEE7a1=Y;@m(*@v`@@7aOX!Cg?0U
zrC&{hBdvE|iinLX?d^D`P9HsSLy2-wdns^XxZ%%~AQ>t>cyhpQYFQ#baN9*RB+OQ!
z(-PxyzrGU`of14Ss?HtkRGG^-|5lMdGrKpDjlD2wS&90tKgE(#DN7NN=w^W^70xSY
z{4HDrY#g?p@Ves!%)=Hq+tK<n8UhzK&8f~eXZhS(5dPuOQvu@aLeefGn=jlv=N1`}
zZybz@Y?#P*O=V~;GPcxB&C<RL-<z~8-+iU^qz=s<ar|jO*dPdL8orgJ7qx_FSH0x&
zJ*YJ(;b-ocMx>Q`3#h)7BtwvA;H|62PQFEwl+%RPZNhs-UyqbCDIUpves!SnI@~jG
zSJs<T>mE_Z1P{Z@8!F2y&}4({1r%^v2dEj)FiO^seE;EY^(scC1M&D1adxMzcB0PR
z^SdI+(!zcp%(e*YH@L9Iv+RQCm0H+VC+ED>tmvXZjr5e(j|ULF1#K#9lMTmEG}8Hk
zy_eeqh*wj!ze1rr@^Zt6ClSW6t&!a9-}M+gmii2A6OL)gQHpxo{~^aH#buAqlEHkw
z%A(ep2Pz97_+m#Z&EgETVIKA*>N?6?$6w~v+23fr#U&MTh7;BH_8<?q4fzc8qqfr@
z{+Lp)&e*W>j+t?i-@-qv&JxnXYzeYag7k;PSij{`^l@>pkmpM1Io4NN@o_$B2pR#h
z(gt}IL7gY#x$!0QGN&QSKpsx=LbAwR0D+QJKe3btyh;N!_K9NKM^6W)s21&<9dAzN
zlZz8wCeptZ9g;W{3DWpqw+RS;_p$bqqbF2P8XjI5d3zQ<cMlQ6B!pcc224WLrN&)Q
zibLzb-Gbba$sY9kG1n8H>biD29%>i;67FmOjS&D^XjaxOz|!LkU@$>MeUCvuA%B!s
zoBJ*HnLEh(3NNc&i@eba4*oiIU8T0bjR8CXIGEl7{1~4;vxn-j`D*dwFsL!atzi3v
z-mv|*dAEk>_6a;CdZqN3wYAC7D@!hq@tK+-8A|`jIZdnQXpO=iIo}$+>=ww|jp=P$
zB^2h%ALOwcv_-VC6=akE%~5pbcrF#vrDvRbNEI$7SEh$$RJ}3US3dkPl+?|`0xNc0
zVxHnCy<@s0(6X;6uimVo?H(}BY9(&X0e#u}OnB_42&cYCEkUkRFFHoe%-pK~>te8G
z_Q}PgDNNjWkcF627YH@{4m1`d8gzJEiEQ2WA)WFTV;x+DA$!c+y?u4e405$?rQ-*l
ztYBj!*WjJaj~i}r_AN$TPO*7O8Kzr1P1|s4v<|TgC}7Cr_LPqguWDaIi-u2A{_SH}
zgYU|CZizrT?&3mHbi%be_2k#FM~5*y&#|Ukr_=sW^P(AbJu^k`3xSdl<>vD<ChePI
zo4TzsB(+V;xDb`i4Zop45g*}U!H$WJupf?zic~#fgRGQ+Vrv~neZ@mWxSH3Xc)J4X
zGqGiL`J~Yrh55slk*>s-D<@MU%#Y}335D=5T>G~gt%L|vp&-Qdw84DpX3z7>RQc1Y
z8Wu8ni$5OlNQ2i7np)|J`XsV6&8r~7R`gRaJ;H+oQ8;cxW|6l;*iAyI9?31-sVVZ)
z-?1~`lfDKJwSnzh@u|AUG75YnF_O52$o1@dQEZpf{Sh7?e2W79{h{RCcZabpHfird
zB7pIyGO!@gqxPjd=9zu@z<%!T57)WM>6n43!M18?p~2M*y8@h2lX2Spq`e)yXXal3
zt(TPBag4}XfOtpj_nU7WcG`-3YXqv1ppNcRHnWkG=zKBzSZ(q|`21b}D@$Y4p5?F4
z({Ph;HgY>Zzmw1<ZN0Yc@^yM1BGTqE4N8}&O@?^^7r1O=&j*Ri#2Vc^Y1T$`V912Z
z+vR_39t8?LZvHjfF3d!9A*DO$3#*1jFBzo`ETFzY#&G!b7UDZn%qo0WyKcq_o#6Hn
zmCyhD4I9m#?QJ(l4PXa_lC}ZMnX`9CBS@O$6(Sc&c-o4%OxaYVzU9aFz?zC_li7v~
zL)oevJBC{-n>syk3SbWj;VllA;@_3mhMwK9S>;FQfZel*7kpp~SyQ`^(rz)N*)e5M
zWy(Hzv(&B*=n|HTV8c~*y-Oa%763UbqS=6%C1hDQikdQthM`Kf`G>6lFu%?xi+66!
zF*mK=Vs)whck-2pVbk#O*Fv$O>WL+lV&sxW_NJl`u0oJ|wd>x0f1Fx$F1#)r{MwzB
z@P5nx%T~Alo2gkAME16HFRSk}RC&4cD5zrhGUz3bRuL9wxdVQ0$wR1miU9u8WVR;M
z3l$E{Uf@DX7}s`2Q9qlS>%X<ki>}>))@}ts00!((mq}nsPT%;S9KZRnv24hn(FV4I
z4P7S_6<!(NE|4XE2yl=Yb2O83=4vj6kz#Lf6mC1aRxo*t*<{1VN_tsrv_dEfB{dMI
z2BcIL#5<^D9yK~*TQZv2qKZlS%qMQ25U+nC)ArpSLi*~zZsC(N?Ru*puUG$V=4AjT
zgSI5`QhdeDFvlmt565@E5c^jnJHm>xi4*S(JJsp5xHrAQ+G7@&7@KM%{-*=dH&cUR
z`R}o{;C0_q)Fdvlp#&<F>S+e=x63BEDv0gfT+|%MUotQ;68TU%aUBk_XLs<OBLZ&w
zhwKe`Hd@Zf`6Qbfdu0}yXq?Mld3U!K8Pj#c-9miuS~P}&F5(sAi}cJJ8)fPoYDKX{
ziOc*!zjW7ho4Veml7$;pi9?>=m7(DgEVCQxUJ#Y3qJ8AbbYBK;VK~2G1oW=Q2o(h$
zS2#~xBFs2o&Q2f&ukBww>9-VAy|{Q~X#ddNwz3;oYPOZCc&1SIe8uSeQ|_(a;40Yy
z;s+5XvE;}%DdI3q=@}(D!JDd+ML&Go^$yzIjJbI{C-nQwESwfHGa~M-Up>DkQp+&Q
z89f3S55?TlB^C)vBi7J$yzDvIwc#a#EJjsDylwQiU;9I-<5*lII@y?}MH!f~x<0Ij
zI!#qKxcZLlUoY!Gk><}Fpj_hYs(<Tq2}fvA+QrZC0z^%jdY@ljW!8XH<&Ybsb(2uf
z!#Cx`+Z9F;xLnyL(Lw+oYlw@uSYOrH#&iEAQdTahWwh6awA^#niaU6oO&j{BQr~sx
z)Mnxghny9z(%5h|Bt+PIBZ90|yyMoCO~bo|j^lei95;D)ga*?Zin&@Bi*PEuZ8}yJ
zSFy#ex$Ik|+M$oV``HUftFxTE&UZq7!7Fg&&m%=aA3Suu!jrOZ%=e1guQjNlKh=zU
z7d@<fa|=JoxQ0Np?oEod-(4zvYqQhdjPzZ)RT>*0B``=Vd<hNCU!2c)KPvHPGQRdJ
zN+Q1ZfM0PJ{_6js$oYdyYazvk(W0S`b@1_lC$tviK1Ex@!@myNX#Rlf+^RlKBx?#M
zF8q{aPEy55s(aT=XPq(}Gf};a)Dkdd3TKR8q%+*IdMr`%&Hu^$tb|G@0eW!bzA5Zs
zh-`m9yt!d7=X|ca4{3JU0$ErxW}GA~@&#w@!EV$8REQ};MJ6(14bFf>T(7G?WeR6y
z>o~|NFE!%Z)4XADd0!%13x~AY<XN%_+a#ekrww@TjB|gkw}=ZCqj$`hHYBi9Jq999
zS8nAih1s?6hA$q5Qw+G$rXk6878k$=tSLFWs$Z)BcV>_HkYP9b-8r6psG$^G*xah7
z7@1xs-Q_cxp>#G8w)&Tt-&V@Qw;lR(6HFz-hi%x0eLpDhM`*31WCa%b=$X@aUVJ8Q
z4D5&P1|fq4zVQO^+rne9h6!N|x`d5}-1mxnhX-#D1Uh3h3&P^ouo4tKYC=_hj}-Uu
zK!)z0<Lc-W_6=9m)E|~cK$uO7@i9p}+;$|C1(&_7Wxd{v+8km1bH$pb;EGG^nUYwV
zM?Hr@K3;p%FS#u|fVU?gEkd$1&VssQh<M}DIy2%L+@qEN%k{a1PP1<K_AwVnpUQwP
z9_+Wg73|vMDu@0IzsKp!1LIXAX*Xu3X7Nj9_?UwD3U|EzGst%9$3^1qq;wD_@c^ab
zl3D71Z^nB#_6On3#41hj9jo<<%|7HV!j*2FqmgJbdC_GI4s{U^g#K<=PLyrpXp+3-
zqa#kb=Um_--#|R6l_h|j9`U(IKBOP<8=L}&uBzNU;?_Ese1Oh?ZwO4U!sX_GfvN~!
zeixON@oHObj?G#Ezq=bX4*Po-azC!orl&l?u2FO+Z<FBL+)$6o1)9tpiC*mmBmD0o
z@G8C{^YvEOqY_o=qug2Q)<o=yO(z$j5U;)4r0EMKDYo4FwrSeb0+5@^%^0X!x2h?i
zVFI}0PrcRom`a*E@(CMlJY*+}Oo0HL4f4f!zza@fm=Sm4Vyr)>H~~wq7n^09@oV)E
zGXqs|`wmMM@4MEgUNKw<K_G=a`Mw!tgHKK8<I8hZkw>a~DiUJj+}{ojw)uL;@fG<$
zk$lkj2DbC+zjudZYj8+W!8Rx>;^kivXL9HC8g{QZMz#f;eM@Am6)WBXs~$xvf&ygd
z&r5$$hGyON^&=1YhPdtdDbdbz8S<$lZF#D60=*^Y;?k11H<BM@lL+{y-@b}9b!7mg
zeivVmpC|t~yVD4te?e^tMHEQLN#L2UdJWSr>t^=V`Ig|ct=Py+=sliHi3Zw04Ijhz
zwroq(_nB<3m&hiuEIj9ue3`e~4#8!*bv$0FnWkV6S7*I36d5@8(Yt>aj|{a}gn)%_
zs(^(euq25qf6PT{3jF=)FN5HU5+#4_rcD#|N$vE-T{o?Lj5H~ggPmlrm!HfDOiOVm
zaB8$t|H$<kXT>{@b&_L(h%xDIYDq?+!&PzEqh8V7DDu>Z>qRa~4A&CR{;kHL)1t%9
zk)!JD*h@bqCVejZobX1!>k?0=g+EUYFG@3?Oj@dIT@7nh+-&abHvOO6iJr*}uMQC*
zI!F~P%xxU#fqyZ=NrgVCY(eBz13}bnF)D&kFJrP$q1=Tq38dc^ka~pdDZ1x6#Q%Kp
z$ML*eSp#ECwqwvmpnZlzPOPYv@AljBNvT&OrajzR<yr>z__$0y5JC9}{XsCn&w+m>
z`V(bguXf_$VGJ8{OANFDNISz;_kh)U%D|`PWrWHlX)e6U`Ad2FgtH*<YIx&bQ==@8
zwQ+0S5=yl)yfNW2I={wLYiWL(tES%J9v6``6%*dP;^r{QJ3MK?JY@jzFA?!HE*#S>
zJC4(G?v1$S4<clI9JXhP{0IuQMiH5rA+&~lKuqfavA+{d@nB#1I&HF<`PZ8*H^8>l
zO+GltIgSf^>4~0~!2(a#?PphgQ7(Qc7-&rwW#`I0nI5tF<@un)1%B8#$$ul@>EMV5
zy<t#fsT0!a`3;8KbAPSKPk5bQ4O3S;d~c}x&iD(e8tnn<r*~9>8AosTsZ!z@`ECw8
zO7$;Z*}CK=pR~sBUrqrf?srJ67R4_6CeCkOe)oiDJNdk*r1ReCFCN+J#?<^h*j3GL
z+MlD_o3-<NWP3B{`)jRLs`WI<=ms|aJ5RmfcRZ#RTTAqVb62+E+dszxvNnwQc9#(9
zUd~M59t_xH2F62ZN)q*nO(`A|Stq{fIJ=m*bxn6XOvVh?7PM6@g~l=t!M@8pnC;?K
z7PH#M?_2uPZ{TA(?K}5`1nPT_5zSBH#wd>?>?VB8IuA-rMD~D2t|r&^k#ta@WY$-B
zGE2-yGh{F_KoyIiq&9)Yu_)_lqP(=0Df!gEGnYh0ytk`btywmQPvq546*R)PYrec)
zc`wEMLx{aye%ocunkcPQ9{zho6>vgO$iod{la5_#j~?e@i5aU%uMJmpi^;`=?4ZJi
zLoT<C{>AvX!ECm!T~;%b&o&mvm9-0zXK6qkvzPSkxT7D!*R-q<o3iM!a>3o_TXHHH
zOo};zdp36T+*$j3ySlAJsnWD(V3;KZ9X35f_8Jvmg~7xd;NqQPEttiz=9{+0^=NT0
zzG|itseZiqN1A4rk&yOgykAXGU<sUr+bncCuy1{N7n32++s53yskbAlMxiQvvZxJ3
zCPQrv<YPtF$fC~E1|$^c%s{WleBq6M+qb@*5+Ip9)D1nw5*<2b8!n~=T*V=g4)wjB
z|H{Zp=pCoJ7yF~M_JlCo^(Mi0h?WB$(y@WLSE$G7Tih`N@YRr^_8O$Ie(`Dzty)&@
z+QCn!uamvLvx?p-DEP*?{xQ7XRaNI`L5S?+{^*cn0Am80W&yR1ylAW16#&a}1q_lc
zHNJGn^yK13?ZJA~VwcRTRFH!O?7$kyzB|PRDmxN=OSjY+2R;{H8%daA*5Fxub>Qj@
zUwF!%JOY1P9Gm;R`>r!yD#KGw>?lYm{6QrTykR(dH80+9Db$FUZL_&|=#ONkWl!-%
z<Aa+M$+gcqwJ72$xG8An`HI;Y&B(B=cv~*y0Xkyo7rkxS6*bR7-jBA?Zc?^SnV`YE
z?H}2EuCjhxS6l8V5j!d2q!idF67Crpx7pSC>eyZj42oz?JnYnU0^<M;bO_(#&Rk+&
zWt=rVI9=?XM<{c=U32hx2H~YVTfKEFKT1N@i(FZzd9`6uyz2H7QoS(i1|;Um^Llm*
zpCn^f3jADT6$|yS8-ifEI6-0ls^Ad=rFW|Q$(Ir5Q-xNsyvmLluFXkt5^H%}h<em6
zY><7I6-1xdYyZcQRJE*f8UGeV#i+$vRhu-AT|TL|{WfY-MEJyrSv|ZtBl{6)OmB#G
zDcw4|zaQMrsfTU67u)v;g=)qY|Ne=^K69`&^n5ufjY7vk@j&d9tyX-|Ajn+%BAXZ$
zxx*PFU^JPoPUpTm1sjT5?DMTL2vy`8{cL$8^?1BnIMzjZHDJH#NN$o{psRTVNCq<%
z{P_Ii)rT&0BJbbhL<jbrih`K})|k@6kSa8=qt<3+&o+E^Z`o~?!t;-WBymFy2a7gF
z@PRF7z!0;;dsr`e6|O|3?f-cclm;Zv!L!`f5kiAoslxTXbBDybE{)ii6BaP%JU0sw
z{7)Qdf}a@S*lEs+%kMVG%$hR5>pJE-_KFE6DpWK}0>b)9#`Cs$wvNQtbdy_Z%~sB2
z0kR-JV!xoR#L+hl6NPXovUu+;%AyPvuO8lIGF@H`eNNsXR0UiYOPEN6I)tX)6DL;?
zPr3UO|3q}lD!KR{pmAd*+u-5I7w3@21-%m$eXECc?<ij38d(|~lPx0AKtL#VckX<J
zFtbuDd@rj&{tZ56Q90?m00FP3Da{W07qP5CM2G>WptU6VoqY};CFvG?rgXbMAz59o
zln`>rUN$bS<v?xh8`gizjI?QVl!{OGN{RT{2}`~QM)d4Jid*8=;%?3>7u&j?WGNyZ
zQ-O-F^M%JtbjA}D8`bUEvdlcq;sE$Cqe?GOgR*%KP5OPDD3jmE`ji!xpdKIdF?h}v
zJPp$kOldtME_>oH$<}OVsQskgJ{n(9N){~<*=uFefEF%tsa*SKA}xsrU+835i!TI&
zxAb;p)iLjyh_tfV-iw?X=RC>_Wal!pUZC1L1Wx293vZAf+>-rYkM4BQo5ymI?wn}?
z!<v);?XJiq?rOcsY}(#v_-M9JOLW9}Sa^6ED>E^IXssUt^rw(z(LU$8ugGd%I3pi1
zb~{tUS$pyMXV22sropvFe;Y0(5Cp7?ys+tlOFWLk(^=p@5v>s)F<_3zL^D!*F8tGH
zi1QyqGM{B+^;iHjve*1RxMCijVOOa!Q#ipvC-BwZzLItOZq)yG*TWyekqOvfnz$*w
z=2tT-!9eJ5crriK->cVHUA^)iiiHfD4?a99JslH^LwWsRI{+0X0q7Y|7NG=MY3T)y
zG#}?XwXa=#(m#vOJy+iNL7!3ZB2yL?b;Qz1XY)G_Z~d0M2feZel<aS7J%LtsX2I-0
z#<@iDYnK`R3*%k?dLJr9&rVyAeSf`w-t)<MPix}G<JXJU6i6c=N$es@wqemD@6--u
zH}V_jGkeKC2|DE(Q68DMIsx<#lp36$@9m<K&i`bLZZY&8_Xndn9O&b*dJCuz$K++Z
zw!9Y2QowaS;`PK#8~2LTzV{#l*sp$$2eAf?zZ$C@s7b%b33&`}wqIDbJXo0|Kg@V0
zDOpmmVZ4%QmSlO8!iHZ}2q?Okx<m{sga`iLNyeG74V-^OpM3o%wyawn5BX2dyWw$m
zsL4FJW9-$H0{iU_l|`#3idsKoz4KOWF#OeC*_fWz!Y)p;7gj00{B3j>+GuEf;_)?L
z#y~)ILO37%t@u8>rb9niq?zD8j^gHt^k4U6V7?Xy<-#S340Oyj|2wE{-rMKjru$n4
zX>h-qHwrV$>`S*lO+8zIDQtBi9P24uOjEihl|n1Y)&zl;v_kfBS6uLf`7VD2^Qfbm
z-Dgf4;VEOn%-f+1Px<$l!UpxG&4yNyZFB?7Z|m`$7d*^I<7iU(m_=iynkKtxcyoxE
zZn+@n!eo@@r5KMEjgfk!Tkfasy;pC$t9#Z1F{@zxH33am)|sd>2j2o-K1Ssy@^X3!
zc|5B|H)l8^T||!2)%cjOuYxN<5_sOdO9vvkQ#%k>J)cDRVxg~&!JipAuiRnpB9wr7
zn?RD*Am_oo&YN?N`#(5)&!{HTFj`c{E=oo$C@mw^28>c75Ry?*M1<H;5Hg5LH!1-F
zq*y5`L_k15h)R<hk*2gr6Oj@j^pcR!q^1BVq|ALiXRUkAy7&IL>-=G{NCCb#-&6Lp
zpS^pQw+1wb)UwaXiwNtq{N4@c5Lbx3CU_xhNfZ4iua+V2yDaA_e)gBipHnf;Y=5F|
zzrC*Eg#D*h;y1;ZLO`jwAm@@8CyH{Sb`#Ma%T75W>8va>2w5E6k>k5ln9PTrttur|
zSr@*>63xL*hMk3MU!tMC8;klK)7WO2;Ixc>o-_|KY6a>Yag)q6Vl;CwBHYY)&$OtL
z9(jp5*suA~K{u%1F5NWPSlfWIUihnufy7_A-Z`)&M?K@D>t&_q!AlKW+l5sEiBU5{
zY!<cX{`eor|6}O^5>E4`t@C1to9nc!_$QyliyaC*JMSzo?Nkgcr&;n{cA8L;_g^V9
znp{Ch`k6rNTgYEu#D=^HMYFb-=x=!<#v1-y`dLAcia<6@lQq6oZXKmH_)>TH)*6W)
zzIFA1u*2<Lwd)1e7fx%*M?=Qby>4O&JWSelMWwCvs++hmj&($&{~c5AMyBi}Uzs9s
zZYQY^TEC&t927QO(@jT+W8Au$eQT(o`gb3*H@qM^BYu8gR2ZOHHW{5eaQ#?_w-3cq
zr;bMAj{MdMmQW0a-$Gtvp<8f_%RRN)DDSa|l5QZg-X<7lc%*xE?KVFyu%Zp)w0eXj
zKIR|ICzeR^QWzk`p65@LO}zPYPP%r*k3=IxEmmdZ$UyCTA8Z7C9rQ1xKPjU_nyKyP
z?*h#;d_8qZ)#3F@E(5aH|4KAFfnu6^cC$1U`Q;zA6lHRePpuYXAsujSFZ{RapAaVF
zN_h;<0~?I`4Co1TIfxz2;GNg43UR9#-Fm-XbV4zlHg~8~)Q(7rtqa7g$&nGOqiVK|
zN}bZVvQ6t(R*72aPgSm>n~^dDg@J@6_Z$Lbr>T|+Fh#clB&}rjEGv8kD$@<{4Gm9%
z2_HA-!&QhJ^=qScQ((-zXg~(Xlm0-rT%49CjuR|4xf$`k<&*OM0Ymwcm<ET%y&oTk
z)qR3cxRTiK0Iit+xqeFcEt>OzR=iB!EDj&S8^czD67*Yx9VmiM*c^$8rz}{n!dWZw
z^BUgHq(CDNVMng8&ePI+2Q5@AR64t+MRN}kVQ7gLFpXM2QSo^EDICd$Zf?$U$a4cm
zHN$kEUOniXA(wP+Q}JX8^qWDv8I}lFg-%fF(Ocw?=PKyA=;07%Sc^Q%`aK2!X&Zz7
zp@2n#>olGy+Rw;rYd{@Sr{~Viv~5P%5$CCSdhl9f+Rg1F7%<?C9RUYI_GG<PMl}OR
zR^$t?(My8lM9J(hKEev;q(N4z-Cy>ZX^d8uNJc{f9Q<0%uQi{6Gkk-Kbdy0@SM_Yz
zhl@8;{AB{&mzWTS2sF3T)nuAj^m9Eie-yLD%?GiDx2`Cf6rureox$zi=G#$0{K0Gy
z_%Hai-;tvjdGp&1!}vqJa0thV#v5Kqcq+3p%;t?O!Gd>vyjsOYl{rQUNK_J28y`a!
zAXZlO7xN>c1NZ2a{gmmLWi_-3(Y%+qhe*z~b-m5<;rlKj3<m>nGE)(9K9EB%18UJK
zJnxv+hKfY3zbeyhX#A};vS1WP^LX&-?Rdy|_1_q*LuC35Z3B7@?B{y&1DOjOy|yqd
zCSeq^GbHKCcTtkS+wE32SK2I>Q3xzKd6XsEw}w%@j^hfeM_B$uXnVV9beDcu*1Te^
z1n5E^;~4Wq!2P{tPc^<xw>H25VYxaTphQ|Ma~$uX=oHT)cOi~6uvx&N(d07Uy5ph8
z?h%sNGt2g1?DX2F@Fh7%Td(K6etR4ODpsjAh$^Xg7@f3S5s!F$@Q0$BDi2(AeImZh
zKcKFOKJ^^Mx1Uk$=`&s%;KCY~h|J@`T15(s#PSOkobPe~nD92nzsGeKaiqv%H2Uh6
zOGP!Rf-hKfZeQvxrLE8c>g+Anl6C4gr0Tbbq8T@Jp76O=e(p5KgmjM(BDC^#n5Nz4
z#aYo3&nqU|j!G5<PCqBB?ZSWf6qxO1x)lZyE^>zjACuw5q<MSHbg+C&D|+Xk>|7aN
z_2II7?@~1BT-Sm&P|hHBDrenpEt4g;c`pK34`@N-F%HYwkiWCi&)=oYvO0qdRFhiQ
zTo8c8)0R{_{*`o(iXQm>55qpx$S$dEao7ipkOvJV0dD_&LMoEKB8IabEuOrXYW&}-
zAv`U`Er&6>_^UGql*xrM@)fZwyT<lZcUHHVIFWUpzecyvz509a;UUbx7J$J@;;SaC
zfx*k9(=R+MuKWAlJDb3Ohlu&IXp!h{Z=N<Nlhs&34_LFlDb<{~*t0Z?Qu^FInc~~B
z>{%r}8;sV5LrN4OwM%4q<hFx?HfG`eF%7=b%BOh&qWMtPm8ZHN0n;mZSj2stWSNlD
zwDnY%eVCWOnWnOD{!(dD8w+kyr(tZc!0>n#cTd5j3lGj7U2m4}KH_#~L^VXGf#YYb
zcm61`CYA$usP6({QF@<xu+&|{zg}LiDNM_WD9jYx#4i4oJcY%w43gJ^IBqi_z;mw;
z+oj*`D9LgpJqa`DQNOhtQdr-qs93ayfUdpq;Jl6-uj!FNq_L_0&ClfHJ-xvxy^C{n
zQ!Cw6tD`YCIME!dn4zxA>T9rI38U?eXE_4b7Xby?={sG4*&|RfO4sg|nFO<QQ#4)X
zL1eg9S;ZSxfq&HA*f~rJ2>XsCi8}YnneEcqAr5}B$i?A4wN+Y+`Z9G3w~?bsE2{M*
zH;lQ=w!@sdv0iXb_Ycku#iRVqt|<T9jE0)gbc-~G2e+RqgP_&pr$W*;Ec;zrpuEDf
zYzXUh4C-%qOGD3B0M@j12Pr~Jsnc{Q>^XHOE}UM!cuk%^N5MR@^2M2B7Hhkwr!t`|
z5X4&)69m#qS$rMALsh+E3h7AxDUl)kU%VJmyYR`)zOVSlG-X$rM;7h|^bgrl`&7-H
zjJd(^F9dnC@4Y`THqt|z)-JxcL;xfr6VrZ+%xSASNUDsX2t`S_+OdZ5GT;AJ*~{9|
z5d7_KxB;QShovIZ9t^ww^aU>7u2RwSsaU!&e^kIu*$v_zG;UfhI@4#w8Ll!_9H>yN
zn;Ja$@x~FK&qPWe6HC%uiVQ?=79W^iPEB<+BG_rTc{{DO^D5l($N;eOvSZj<j$F&j
ze7w$ajb&?YLxI!rBj1}LPUzWyrUIFHx=LBEnWjhc%JO(XgY?((!Pir#8B^c`t)A1O
z0FdwAEFx^V+S~~L5wP3iO}KfzIad<m6-8l2Rinr~VhS755N3U`zIU<wA;zcAa;G4x
zseO>}s{YsI|5gQQ!jh(l^7Litom)wlzp;n&XoS#U*R*mZy#B_U1B<OIKLycN4O-hD
z+09j(@aEinyK>@skpqym%~SDmd<^A_1J__hP9f6v*NtE6uu_@ksDifiPLRNRAy!yc
zqG1+lXQv>IhoTzWZLjh$4-pzN)6Sc&SC;2#9KV#nK^J+^QT&r+80B+}NL@%$JMN*d
zl&eP0_I|x6#7^YA7c4K}V;qjBdm_EB{a*4J93gM#rFG;V(VIhVy~PVJ_TP+1{V>gN
zwljqQ4Wa=l?TY{jK>T~Niv>pdyS=4XQD_wSOL*HFPYiSqtq}Gsuy)Cgagdt$zr`0n
zTq{l4?pre8W*@}2y|?+SkZQR%nl*(oSpa!9F-nt|+}N}K;(IVP5!p7~I`C&66}XNG
z6W)tE4Ff}}FONBZlGVPlykA(McKu$18YVuBYYR%R_oT1LA?mk}%ii7j<uo3owy{3p
zj4!%Ph>TJ*&*xAcP`2EG9}CR2-I;fdIU}03Y7X3De9IIOMiVvA)xRiytBO9N`E*RT
zcj9TiA7r9+2ksY9P~r_QU2y&~nBi2Uf%rMqAxmOhYbD7@LxiM(f=^xp(&!&fV?Bs3
zYPEADqh{8n!sFOD+SKrh(>dPy!Xibx6Ae<P1S2>v9`|B6Bvcm>W#)HKBdh$LNY|jN
zI^TUSBKmJ}GTLhgyndnSS4dmI0NGvfIO}Yp2&JIT#{)kTOFt~&aXLW9N%E}+HO`WI
z*tU?@>@HxiA(#uQ-M}L}6Ia!(m_N)OwjOuRO3X6-bJ)=~*7L~O-y$7zeqiqhNpoiJ
zOy+oEKe&4xt(yfRl49{ww*Ns6<SEy*-7YhtF=kr-73F@IQl>N&CX}*S;<4a)*M$AK
zI*W6=4qTckrxns)b89!r?2Df}d?qWlRkeB-omW|6(J|n%8PK6Gr5lg|VSQ`=PVAQY
zXn5}Hx=ZR)oCyUP8-h3Fxztx?(>M^->4v7zxZOrZW(M}BjTmV!PpH#cKAr~4qJZg1
z06OK{toG{JLH9>Cc7MA(h3*XxCRdx><DYO~$Ovrf+g-Egip$fS&ce2RH=eJReoHzX
z1dsf0RX{}tP*`ThJHvmm4BCADod}`MqIK$<!)3l0!g>nqLD?+9@wTA4Dix!z2~0ee
z0IUHj;Mr*RLBz<tt(#+ez`a7q;4#<}6%X(SKRDwad2s`4e9#EV{KHtK`He3dWPXvB
zq;j{j`hpGk{h8#4ZN=M~>^{%oavIT(VN5;#_0Z**$`t*|#Lgk>`KF4&!klPjv47E+
zEsCkXC><xoLd6WZbFSmWL~?;ZPAimA0w5^)8-%t`a8NO>ugTIeo-N5deaET64clju
zFSMJq5s<#bYW$|uZeSJceIoSCdBLgty!@Mo^K6dLobhY$&clppH)xmNSb3M}5N>YX
zP+R)4LG6i+R^30c{31)J#nHSN0nB^jzSXI=+1|rXcQhLOym<11O<d;x5d#GHBpJLQ
zjlKn>X9Cujv>m`Ogin}a%A5-lpy@3lwqhcL_@m;4=+HW?)vrh)zAL?;t5F3yaN>Pb
z8J~X&Ikz<jl&2}y2^f>W2%g*?CtoJDA=v;_e)J3oF3_GKdG`O~85B=+TaIl5cj13N
z0Td&To|FFP<L<ygVc$4)^5!(}k9koKIL=KZ*^Yl>6=Y5vX-?_)!v|g36PzIIrY#4f
z_ZT3hWLCS-x}vc!9&cSPuaXf)W3zuzwjaW#X|V%a{Si$2*ZK;&?QO#JqO6(Ntbq3s
zb`r>qng@0qHo_*1QHkHCVr0I2Um*b#Q~sQ9dxhV^Kxi2}_gkpGoYT+k;$8@0CwCrV
zKXe=NOfrb?pzClIf|9I@sYA8JcV!pBU@;}Ha6dcATqf$o+9|RtUQqGwqrT|XI8S?d
zo>`$QK7eCw;84pq%Gvcugn*W%s1G#ux;Yfw%^C81q;yp#o;*eqg@g`1g<1S$5J_n-
zFDDSMpP<#XFluU)k54tDcNqmfCp~e7HE;D$=+Sm@cv0eqnlVX6?}Bq+5ztF119j!n
zgO2eOgSOM>fFz=7hv3mv+HP7oC>VJ=yv<ztof4MMSX;FichfDKztOgOGtK#?lv3O0
zfmh)h_%It@R(4WYj#sT?e$I&7wD;e&*b>{2a-R$OVy0%gGrsCq{UzM9t0CY7J3PU7
zy_|;9*?%U#>Bjy=|CY``5P_&OBh8U!WKCCbjtvj}1RfYXTEd|}PYF->FvEm)EwM^#
z-dJk3ccNHBcF@;cFG?*oc)CU7%F%rmxB8t%?EhQk=s*lNx^xS@6P3gk63|z(@5jmP
z#Zm4?3B1RRNOd#A16`=7LGqJ3MBVERIW9BzuQg?+ISy)aHw;_|j_rb&v`D&;v9KC9
zl>@l5W|s;Bjpau6)VFq>fqXk^#DHif9uXr?s7B|BTfZudE33p&0b};o#!aC`3GN)L
z(lS<<C&uD*hxF=LIBMlr<QhhUv_DkEH_!m2ezTSJhE6d@szVCzI2@{Mvf2S`kPDs8
zl=ETphW<wHyw^2Sws{`h68FA}GFM~Fx6b>!ntt%zm7!eXPTlC@0~NvqpF7TasQ0su
zhxq8NDE^wJ6;T~D0-+{;moHXrNJ)G;w$<a37Nn~*Qm;D9-??k!6{LBu%@a~qRr0p=
z|E&^hc{@_{w%8O_7;xHt9a!Ff{C>LVSEZIU$2c0jbIBexAmVJTjZ+-v_mCs-!I|h8
z4nq`l*LkMWzaXWor$A5Z(&>4;=+PD{+V_Vh3Da#V4V=S&#w3o*E?9nyFAV+os(j*C
zWqJ}nxEZ+vuaku%HC4jCVfKjgM->sHrG3lDop_5%-lv(8@6I96bCsWJ9=E2njM@mU
z^mz^gxAYZ!?J14s>66jpPKj5NVy)l-HZeuBB{(4Ep76BI`_iueeE|;&#ZiReRj#1H
zsW#3Rdpdsnlssy;%w@Hc7A0Y0(FPGWLMYk<IY?{gHe}+Inr)lU12a;7dhCtB6MpT7
zPS@T_FT6eF5v$JqDyg?qPXbdSE^T6!jXYJc<zOa-7wOo$nfY%g<#H|X-W`^%24-kz
zsg@hvXBCI$B^_dI#%pxT_P?9H;D7<%nbSeNLGgq*i$m$S&iRVpnHcg3bVdM%N+>f{
z!3jF{|5YY-`o!$J;c{$!zBlwW1(;lIze#jm6~c;I2n22WpLk@SQMCmuTxJ(YTsbk)
z0(%`hSiQX}Cs~P0NOwko>gl(Zhb1AnA&IEoZ47Ak^e8nKpQQ4aw#u&(w@cK98U(tB
zzrD<mu&Pm%Fd2nJ;;p*v0tN&wxi0-Pm5EVo8l*#UDl6Zsf->k-9woq>-qy7haHp(f
zQUrl=|A8g&=?>lS02_u5hi=CE=Q!(U5KN8z4IiAwZoDX>c-!eq02KR04K&lOwxGA2
ze{gq~8l+xb=^B!gVOJKpjp=W<JdNmq0yPD>lp%^T7#{d%*Y-wB<b#DGxJA*iTwKJ}
zbWEAoO1B7T5khq4N}TC(dFm*DbqxT>AJBFe0xRzcOck58$SgSdX&dZ6k%oVjlh+NK
zOOaEQ!HUXbB@6nXpuhjX49QmEy=W=$`G||D_jhNJl1U`}tiYgYfi`i%+<*?!;UD;E
z!MXL#kKz6rmJ^c^9|o`2R4;<)!#8ByjGq&sM58eqgZ~HbqxOMSJEqxE^Xb#3o~)Rx
zfN>1!h`q&VxCKKI_I<k8oD=|-Mxw-b1kJ~i?D-liT3NZ*of`tp+U}DY%e}R{SvUFL
z$qHKAB6Q)m%1Qcq8b3J745fyP*#Io~Dtj*UU7%bD(IxFQJkK5|;nqr6L_qoYx#1c_
zW@Lae>Vj-;$1SAFDypJ&Q1K)lAS}zkX|!$-$D4KE_1z{8nP-gKJHY7C<C5)D@!+*9
z7?AY;*)HDR03+&<Igm$Y<URf3fO?+q_V2NXND*Tg{__}|c^wqm<|sHNVCpU8C|^01
z7tsI=qJkdsr<bTI@SnQ9YW`EPw*bF1c^n+4!AcD%teOc+t7jD&pLv*unuFK+N(rP!
z#<Z<yFzMM+;h9ZFfkzn&ek|#@f`bWut9;A|Z^6m_Ou5E?ULE?3D0PT$Tx{9m1<JH$
zaGtdQu7Y*|c%H<=4E&?wf-`9_T5)!sB?pXF<-cM~##v-kN!QSTHQplfdpbUrD*-x<
zl%pGRns^r)IO!BjmKX_0f@2<B{z2M;pV3<^7H95fUl<ocni;bJZOns%BQt}Z4{xdk
zlM6F=70=ibjalU9vTD)_wu&^2f=Ve!Q73f#t#Ti`_7zZFslLoEXB1+#e<iBdJigpb
zEqWIRsTesSoxS?6tz-l)kFTc8{I}|EWU5FpN3NW6xEfHEUc-0!y0V;JT!3qC2vYhm
zIK#AoRbFt=2q5H)Kh%E!=*4ftVYb-aFEsjE_)ti}4;Z?a>07+C$IW{gNK0VGrLXW%
z9v$5qSYv#Nf9fUHU)_N+f4IM<-nxB!y6u)M3D;#xdh_Rm=o=+q11YuPy50%B0{-q~
zH)1q4Zd$+Gi(%4HTV7kpQ0x)H?K#E`C?$huW@$PcO-c#|V_bwC%AZY&HlDxZW{Zsm
zd)d=dm2lE5!iMzaQ}rFg`mw)vgT%_#!L3jyUWBr$euc`A&&b9-Ny}A=GD~1oU`0{I
zxlPseCRs*A$o^gs!FGwr@WcPDdf(!c_(6bV$rbV_5u8ThW?}Cll#6!38i^F<++F_8
zTNVQ9?2U?Niod<xjQPfq^Zqi|fNU?zK<P9l!+F>`b8+NYjedv_l<dn<+F%;zR15<j
z35h48aiI6!@hh$6U~B-VC5Ms^wA5B8(Pl{|X*}S|dWc<HT`Tq-JB_|tHUR6tcp<FH
zC7S%-D#KBx6jo`80W!59U>vOfflK|nuJ;l@49NpqyM)ePV@G7WET1Q;k|-prAVfH&
zj<}W2d<bovhoQS=hM0Wtk@RMzh7?{|#YEF}r%ms~R(ecf2SkYb_s|&}0e<~GyGwC^
zQ%-9SLfCG4(R`~+1C(W5q*2jPP(6yJZ0=+Cno33~b-Q)p{ByftPTHBD)kzqc)=h8e
zxQ*oZl>Jn4umTo3_Vu=8my@DBB8@tMg!Le%9In&0xhV(8w~U;qTPf%h_-d`CICK}3
z(Ts$X-xj96pGF3#*K`NG2ckU_3NFY7;F_g>35eN#l`c#%VYPM!#+Ez0A$g+W(7g)O
z7Y1$(dlEP<S~&zamJG=AdUSnV9L%p7*dL!Ro{S^JDnQ9S2S6zdi6+zB1KkXatL&43
z?jzXH5FKte*)*0$D@wO7o}y{i?(Ik8TF?Hhw$A;v;>rrY;N{G{lG<utO48GRiu??E
zCQrE#DvF&O0GZVIMZo5Z5jyg)CZV;)bI8815zu+RVMX|tQFqUz1V0Y^zBCWD>0!rC
z_P(uN?84eGc?MwP4o;^?V{7o#EjKST_g%iu#Tf55QrKptP97~N*ZPs^zvzZ4S-2x3
z^uVpXIS^&s6?slEk4W(glwYqlE*E+n4gU_`FH>)7144vXZP6i3U$V~9lygtPB$DP9
z5rSmUdN<+rY;OW3W3KO1$kVBBkX2U+8T4NLaAxm-u^XzGu6Wlu0=%;5BQ3zB)@htJ
zko*D}4Fu&g5L2_=yi^kU;X8MJ@K;rs8lgaKh45(xqrD?;kB)>D_TMTs5@Qn(@~ICY
z-ZCC-=96cdmItpE_AQIFVtKyjD&B~P*rgP&Zv0-Km)HB92dwk{F`Z>uBN`VG^x;gN
ztHdi!#Rlkg4B$=$9=;mH@8Bx7&=Q%pQ<CgmI3G%1>?9N3L)651Hmh2ik|E)Tu(uza
z@K=5pi0?Y9IFXSdoAxiEKiuBZFBQq82OH@o@GEK+M%PXWXWOcbC*5+WiHuxlN=+Uy
z-7^PoE>1EO=Cg68tSHsWq{qtx_;}4mW?*~%XL;MSu5@xh=M~ull;1Yk0a+MNL3;Kk
z5vtBdqF|jtA4@dycH~;rxvaQ(e#ZaP1GgCcT>9O3thTpIe#X{CUHy3<%H+0E)pz2Y
z_vBx2BnuszKXWg+RB)7VqoM)qnO1_MexvM)-gcoy;pUm-L)7l7zO0p+iKEqDsojnA
zIhKP<I!TlM`|*o3Ho2h=vVd*_`&?wXCy%fsDKH9)om`T?n4o6L!;G50Jo|C*U;R8r
zuswrOwcz86-fXtj_-swLEO0E^(s)yUv?$-hQ!itr;oFk(A~K%#THzqT|6am-(|gtN
zkJf#cg^QF*S=O|y$-`uNY`;{^hYo_LB@*n4i7{ha4=}!7JaG?`=_5GdIpyPgxhbvS
z?y__tYMk~xGF7O_)oSbO`q_40#x%4h@r(toWb-1mY&9p(<Fs}7HQAfYw)%)JRQ>cv
z;tvHr7YJW!Yl0zf$jd;v)b84amis?0+&?e7rSK?B?mbr$s<Cxy-uh18S1*K8HI2t)
zE7Ghv&JK6en7cJCz^-yky41HX`t)UTb?DJM>V<0f`B`vPOuA&N-^+CPdQZvGGS$(M
z^}S<ZlHkMBe;*5QhYbfxlWoBsjL(m7=#~j=nIv8BYHtqWR67OSttzseAcUgI&_Lm*
z!IpB)V<&Ky8pw2mRUam&3D;0wI$aDh$+4fcY!vuzg$Z%umV%iT1(}pRqk1KXm(>_*
zlw}?LeJN!0=@>C}8@zGl%7u)1<sY~=j?j_kvKQ3d$JnHYmfExFdwv=gEYII|zm;>0
z0FU9df3mfkO0f;T8yf{Hk`Wr!VcZ<u-28Xva?pqK-Wf<pU+3`hurb!2nLhrEC96@L
zpLe1SfsWMx;-u@_DI&hs=bRT_Qu4CT?laftNlwew@$5c8XBIcu@;5v&s4XYl{$bk9
zu1Z7Le}*;JFyx=dL6oeMHj*UX#a7doClOY#R-MOraf(tm&sNHxW#~vZ9lj`1cF`O0
zs@|fgbew!GWMp2JoVHB|D~;qg)8wKe`1Lu$6;u)<L6^0hzi4gGR`R`vKhwGN-QPcs
z?#z;Bd0<Rajo`1{u*nLW0c|@CZ<->t=VyM0d*e~HOFB5?*%LFyk)%D<2E2uiuAxRJ
zk?KnK3xkTEbN<oaGV7p|#(!YRc_H*-i=y5ha@4yA`H{dFUe;k%PtlaE;TT@%Y7eKf
zF*|3DWECa37rJO)8$JzcTT^WC1Db5BE@`x2y8BBHdSCA2UKf&^=TC;MJUR2a^K5VH
zy&P?LlIq8mf2*pRWl-MMrJ1u6m$fSpYkL&NxcsKW-w#z^49OJhvuQv5=EhI!56B>J
zkTZ2jv|>#l++PGgbz}&NN#spf=40sewt1o^{w^O9v8=8{Qo%))(KmK<*4@)%=(K0w
znTAnh_dwVL87Y3sR$^`u(HO9Be{$I30CK}}Me@oT*XHkUBA(%0*{t>6o=$ut>ei>}
z_{@+aToa*9^m-AV{Q1!Xc&mf_eXS~U#Mbv-9@Befexk59*TcG67gPXy9b!SJbUXph
z^z=Vlo@Ew9qgIPZH9u1Dy~B$W>!Z9A|M$M{|FsRV>fGx8FYk=C$4X+BsCqy3pnDxr
zW%i)@d!_xPWht+^N-6345yHOestv}mYhSO<JV-g8o^YO4pYY<I^3Mx#{XAdtYGMad
zmA}5kJcA7hUqL;``;{~i8Pk=4g;SANLSR4QCr*rP(ztV1T7fjsFM4yJX~a(cO&s|%
zP^Y7u7SNx1{AX5AR<A)<!O+!2#+-4O?&jNZL-$C!wI&k_9s(_st2w?!tPhe`Sni6(
z`UIZIXbccsi>MEU)^XQ*gJB}5i+sF#E!Vx;Rr%8KBK@JxCSxRPeX94YjFubc*5NFt
z{``eSMW7)vi%fCwKRnh$)2#+4eik{4fF8_<xe^XLz-qgava$0ITYUq{p~uK-5;x`3
z{Eg-2$JKfPyWU{}*wK1GVt{eEI=bNBz^WQ@>%hIg1{T}WZPay<M+FxtFWr@e`v!iw
zZRtsJ<gZW7^h!ElOmQlum6eC1mU5y;!(P4g+-`c`ZqG~nkS61({+F4o3n>KJm9y{J
zo0@BAYo3bJc()q>W^4vg@(ztoiukvCS+BbcZQQWpmaANP-0x;pMfIc8<E(NdWi|N7
zQ;tr%bSGJR(I#k|=LtP$;<=cwJz@)9j;+{uw2tinyHeHT&?ILT67pvDuf0FQyxz9h
zuK!)-sK?n_m7`-eHvb%$IOuia`od&TF3(dK)*Bc?+&9D8tk6QwPTF)2HT5~~N;74T
zHR!ce-DJJ$&mn@!MOZMcn7uGec>l?27P3WrhUpKz)&;lDtTRiiY24+M81ypZ*t*ut
z65S(zNiNu)9;xRoJafEzpsV<e^)y40Txm|`DH>c9t({9O<zt-a^&?X*F1!D=k2Y7A
zq}yp|%XrNJX4NlHf7m{yx1Iah(`@IwL*Z#12<Yt_YUBS&=Z;by-cCIkJI-($Ye>AH
zX`SwwCX4fsGjE6JS|KMgxU=o3MvHVt|M`zLgf*L2{Vy34NJl&7YpC&KvrS9%UE)&%
z8Bc7tW`DVt{X7y==uQxRrI*NWl7>l?HVH$ln>ld^$pg1k<(pSR>-f=%$3_<$owSZv
z>ZTwbZ+($McynY>9?cz39u3hKC{|8A>fPZWs}<>tZ%ew8sN+oQ8}``!Ejy=Y`D8kY
zuUcmr+=$vZ!`#t5=;i+95{~MRZcXXJ-qQ^@1>_@s{UTF*R*9|I;`l6|!EX^C#FiKp
zH}9dnieBDwd*-IQ3)1cMM>ALfTKWrY@mH=|04)BdjHUp71*badhUpDqs6n_PbRM!J
zUY`!)72P+tv+>@0d}JK514R3v)$Elt(X(1p-wMi~nU8IG!tg~q|LkExveBf}cv#*%
zjG`#QWPp1hpx+?yHkxAj8y?mUcu>W;3^tPriw((jh9{CUkD16Nqs(7CO#IY92@u{F
zuDa*8x3}6tx!9}n${RfDE$)s$Xw^Dx`Xs)sEZOj;6q8g!YSAlzOp?}y0Y~o>kf-?7
z1y@~0Nbcg$DcdwH48qFGAe;>)iWETc=B={U;<2u3_rMQ0a)V-L3UFQ2Pp~|Z@9aXH
zTnNSnV+RChqsFx{3Mmcn7_{haymjrp#oiq2+mo6Q#{pkR1a-bT(vu0$o`s`CTe<B1
zKal`TQ3itu!Ky&DJH@;&Mx_AF`^U@`)}UothAO)@<7`+Olytb#k{}iW$#Vg681<W}
zLFe5r=FCzcEgn;CDcKbPR>QL<L&r3bJ`ZKjbL?qpU28$D@mL{#s|<Ch=4oZ+T}P5-
zD1WNmtz1;jz#u7Wqyf<)458N`@rz(^HYyO}QvtDLqMcG-<8QVR4k5hvO4lv3#o;4~
zEn8wJ`Ynvx&ETN805Fbw@VD$RCkzEa88q&j!;V0|u2dfL4S3(2*Bt!eSc$@|`iW!&
z8KRA7M2Qf#Zy_H{0TkMMD5I8vDJ;T%*)B2}gx}YtERfc%3LqMS5fpjTF-$F~9QO$O
z->MT`crNQYQpA!*DZso7Sj(Rb89P`AL-D4bn2wy8y-?8|Xi!a~F|gy0FUF3@q&cNn
zl*RV8cuy7~me!&udSC^#F;=dSJux2Hz(;CpImNeTFT>vy==j>O1gFRfmRwZ($mjUC
z+E`xpEC=$!Pqr<`r^GA8dV&05CiKqpU{7u5exH3jQhqdJ+zu}1su9}B@|ATC{qtDr
z2AM_mGtNf1W_EktF~!pmcfHbW@>mA90YQ&@f2gY<7sZx4%&W5_!eu8pTaD{NgCnrt
zCqI7)pIot0_ZqcV*ToufixCd|=J6aUM$ypwBkKkGGNWJUdXeLp&!%dky`9%Zrx%))
z8oP((UcXLAAL@{pBfpbtf#4oivR&l8C|`<EGCf2*a-9~5%@#k-7`o<F?q2Vc;@5@R
z5^OBc>4<sItVKTzlZh7*B%=q$GIxHYI5cJFd`yma25#!Q)V@r<_}4>2cZWrc(|@b3
zPS==&jjWYY0BEjFZ4#<QH)Tm>&fS!AE)@7MGLmQmw&4iD^53G^>)T(gUZ&KOHGG(Q
z6+KwwpOOpWh*MrS6BpJAx&%yu;%pUiB6ZSY8$%vFykX<voGUMiMhivJh#>qIK8iyS
zMdD9Vy(`P3IPwz>iNWy$L*7iyaFq73EsOPBc;s}Atknr{LA}TjeyvEh7-iDtsO)et
zt=7I3G=upEf5=OBRDsfP(HdM}GP*%+nf#P$Tn1#YnN7MuFIfeP?Vk6O39(f&fzEr>
zH_^aEbIEw<0(;9!t#(pRF(k!xE(yqWR3x{g|I1X#0-HMNM9<`zTIDV*UBx#A6Is1K
zXOKCgDymFRGwgYz&Sj^NtV9_35;KwydgPG|&@wu;-@AfJ89h*aDW`oy*H841imKW1
zurK=BkDq2POC-t2eqiG<QBa9RXfTMKfwfA$8}~+Q%_|giIYk;JVpeOED7|QNzKRT@
zw1^b9)2GwZEg1FeLC|M87fqoGy((RE>ey_GvY75rrRFj~@^+oRc#PnGN2&;+4KJFb
zioqakQ~vT?i+k<_$*Cc%2jM$!(C0w?Z<R8Ul-QHU*XSWR(u=?Kdm)Z~Od@8D&H73=
z8m6n-E#byM;Q1^W$C89#X5ldf_-wRYPijk|9Mi0jXq}}k$dU&4HyHVK4%c}3RcEQS
za`RU%6-VstAe@-nHr(vJl{HAcldc*Elk(u(2ImxO!K6ozpzuxc;PqeLeTKD9<aSmv
zOfe2O*fAmZlXb+~_5?yV8CFD^QrCbSa+m`t4>8fcUMKXeLR+<>kRCGWSbQi6l%S)5
z<9BJ>*hgfZJs%S+;sw5$luOc*D)WYY|JG2JD-ZbwF_n4346qSx8CYJC!A)N_>+}?I
z4fRQgX#)bqfGeW|^W1?&E)^B^*#-Kjk>u^ZKL9Q5bkWoLv`A2PgEk*9wFbBt;W<%*
zzr}kDx^*_O5-L<C-!d5?`OTWEIG@nvuKAj(u*KTMgh27XqC|*L4qNS6!marwuw|Cy
zah7A0W!|@3+$X!}Z)+=#Ws|o1A`V5IC%b$kY@S&9g^%<%h(RHG;O!tuF$i6t9!JL1
zrpDaG>^TOvR8Y0%7LRD0X>iDq-}!gu3KM%?B0wf1WlN+{>bJcYA;x3I^d-ddzVF4J
zN&|(}FKuf_7*fj2EZR4m%yXJrd3-*K#=8b;YP{_jeYfr|hF37{R@b3%KyZBWDP&~o
zF^PpjEZ`6*2^(F`Bf3P^kJgmy*b2CMos^U*oMiGS>t9fO&R?9XQdgMqm=sJQb5^mV
zLanf7p@q71ZF14*-%6Wkm74@9g7aJb2~GnREwJr(g*u1d&GS~|Bb>^z{+ZT*kcmL~
z6I!AAoHT{`Cl3|5Y;EtzheVdzVM)r<hQfaTqUE&^uu-n_y|e25DGEufxJwCWmGIax
zy9*O(g_8k&oum*#a>%<$Np;CdfG4|z7&YthNoRQ#FTiqUlT%7>S`iL$5L4V9oZ|!a
zjyP2*sSg4C#1MYRG)>BHmfcC9ZvQv`3fiUBQ*5j!q~uzhI)K{%_A)?s9gbe-rP9w7
zo7ANT%!bZEZ-;j<S3*>*f4!8@wLt1xi%R>Q7s1F3S$_-a`pv^b?Uj5aw7F#7;}?IK
zx8s)?pf?30!sYMhsF(t{(jVv+cMvFixp9-oQA#UmA53bL9!jEVdrS?WGw$6ocv=_W
zo)J7drKKp4;3H;;BVQCX$%{SV4>_*p&DSYSwPqzfSV<uTA3S*Ju3j|~0d7H171Q?D
zGYSu#NuU`u4|k_|u?J}r!z<;BHUMj-dA@twkz~w~(l^^~`RQ6dF!e=xgd6TUvZv#G
zi-J!b;T7F)(CbrdlB8MmW}#DMKmh~Ruq&}^*ykKB-_7o?WTuzV0@2>qLE3d%6JaZ#
zqSJtJLPM)5F+ZFd(byGeED<3_<ZlYf<dCoFd;1pV;q5w?Xui@AeT=?uq{`rK8Q0j8
z{~CefW;ZJ=mp(Y+D=BYo_k0*Tcogg-omiYYDb5PxTnyoFZ>-(QSHe*mjdew^8+9W(
zsKe&R$%}IjRcve&TO&ca)~t80CpTdJ{tuNOe^V;^6q+L1{geFeuI3FdN~4u7cgZfl
zv(?YZV%d8dv>ZXMM46LXH<=UpU?L>@<5_@to0mPTP9a_C399gzp$|GXpB5Lg$>9n^
zT9;mGL$8u>;AK`f$vu3=biWC$Mc#;#dIP@7HR!rn&ZQhK$%S$R34EbK&Pzi5>B$>p
zOJCAa#$apsH_D7Qkc-^>9rmoa9@5t;B}_@uTX>!gF)OSn__4Qo(gCrrEyWSnHOUpl
zIsRIR1@Zs$OVZf1TZ|TEKOcYoz{P}VBwboVcjQ+*kXcaGT>~6zda;^Bp}>?fA4IuR
z{y9RdA7>3lB;R9@%#bM2zD8a8!PRLT-r-WGiK%gE8ohxUK4|c`(1Wj6n^ic2FzmkJ
zi(A-xbqu8|W1hYH+qzKaGm9nyi2tP~sg>XT+ZF|jmia>@mmvFM-l<{^6>1MO!k%gA
z^ujgG6gjX+j9=V>l^9mNiwghKAdxH6vhgk<@vFEJX7${O62zG9g@%icNz1gm_U$CM
zvd@fa+fkZ0VFdGVOo}H}1Ns#BFKLtK9fp?=cP47b)0XoP6JksthxDAZy43%m)90%4
zo@FY;A?G^U2L{L=Su*mP5e#dQ%T`SB`!Y7VLSOf0ZQkh$n4*w~QtDHp%2RxlX-I+b
zp>pTpLE8}If)>>HH@b7r+yH#l3kftZS=QJI*X;%34lqN6nim~TROYp*n)js$NS+NE
zswN7yxnJ-AIN3D7&3^x8^4{d-X|_UD?nV4WCj@w^+ZmN)o1&M7L`bo4MHu2o^laHx
ziad&d<3!EQly6&ul#uHi3cQF~;eDv$IL7%Gdrj)5=-L=SGNZr&H+2;ixy{OC?(>Z!
z&qbs{x><x9zp$+e`W4I)je`fIt>0mD%<11EbaZPlr&v>D>DadN#j#vJeo}5lc?&H$
z^@Wg!N7i(4brN)V!Yrd?j4*=9fg0`UgtXyM$X3+K?I^dh11Ua4kJokQ3mAx3g%J4v
z>i7Qtvv45o)*hGSMYOVI^jsET)s!H53<iLLaUl@t<4O=Kp-z*^v|UTj|6BFLbL?^+
zKf3hyx2G^d>U``#AWgQR1PJgRgrT3)62LUWB*AG6IYE+~M$e;%45XDT#TxKt{GI5l
z94`3rS(@)RG$8y6UXpwi1IQ8Z`*>P(Fu=)})o_)8T4R4i*_iR~*W31x{GtmdjVeBR
zSQXCk5H!6Tv-g5~FWo!rO&UfpkB1w)*rigMe{#ANOg>g<y59IhKM`wjNoV9A?kKFL
z-85?XPpMI5NAc);V@KT={Y+m;mgwo{Ypu@zYv=|$yJl}Nm^9YX9KzKOytw5$D`v_K
zyX8%&9mQssug<snn)y2=hDXfx@SV_%8)DR3*)e`vJ0*OGeO7JBn?usyl(h*vElhnL
zA*sm9En_7$b73@ipQCo`_GtS#DYD5*VW4@XtKJIl_@1Pvz8k&XSZ2?MHbYBjWbh5y
zt(1SNj91@xxw54AvHj_?=p^$`XQOM|`*q2d8w75!3G<M^wEb@3hC`kx{v;TqH2<7!
zi_1Brm()0OaAhCu8<6g_Wh0wNYQ8`SZ?2HzU@Lr9-HW&5BQJMDB8lqXQs6<MmkxWU
zL^sr}-Q+LqKUvtli)U56AZ_L%f(w7d6_@ccIG&BqTS&Jdk(L$TQd!&3GM64MR*v}^
z;OyPvk>U5Lwlelm+`cQ5s-Mz3|BCNO@lceI=+8WL2Mih{3T>PKH891Vd<;ard9Vm$
zh5Gf`!Dl#_edj!La^jA^4$8RW6ON5qiaHu@T67&^=!`46Rp4q`i>EJH1?-a^y0rhl
zRUj*_rM1=bSWPr_F$eNE1=$E4R2gG;q}Q(f!dK4VSes$1_TW#F*7cXij&T1<*_dHN
z?!b+qB%!m#2Ry9$nx=VDWC8;K`Km=)+qtBA)+8Z9Y9_8~L|Divh^=BqQ%Y{P>|_z{
ze(Sl~Zmr!Mm`TgV;2V*V&*OisDtdG4ofFVvQ`*YC2u7O-yx5a^bqI6<NIXpQsr*Sw
zbWXis){l9zSJPA|<<*Ygi~V8w%6endtz_gaJKF5Kp@d^Sg*zu>j5+H|_)&8tZ_G}d
z=a^d+yJkB(_~{`tSEU9^BXX9KK_%G^MxLq`QgyyAJWD@gxpu1CZ>CVoHRces#u9A;
z<#3zmJH+b3aQ@kHSRoszC+FAKDwP23oW7@b3ahtmNpfCj(S76yYuAnX1En4EXGr=@
z*6{r&A&=bV!Rvp*UB*z)w04Lm4fvR7*&W(u+bB~_CA-f&tU|q#aem=xCh}IV;q3_N
zG0+;YL@)0~Sz7uPc=_yvbVAs<d2>+@W<EW7@V^kFHEq?td>tF!xze)gvT9l{btjW`
zhLND=eI6m57}@rxC%5VY75R5t?ybWY@+)Mp_yw%{-#ZVJPw3Q>c45&fGsRvd(<#}{
z^Bg`84b8M{QguPx?&qJLu2#-Xlj9^%jed>Ebl<F<a(vgEe^jfFJIo5LD$Y2?Lq(X8
zcHkaO`<JHf*n05Mk^4c~+Q2WOD#7MhYgL}|Y3fZj;(WJ4Pj;1$|8)J@OzvnJB*<{i
zuh5@cW`06M?1T@E+FFmrz(5SPPJaM*T;OsXBM2PpI}J@NUL2tuW2tCxD}U6pV6Kz1
zU{G#zniM1;h@pzricb$Lck%V8jn{696Y}WFQS2%-^7zNjJCgz=TN7(*lP*=H{<rEQ
zrCKmzj;B=Lg{X?d*uTuk>&1?<XZTLfYVDDG=Mk)l2CrW+<PAwBimP^$2C~)r{-C^o
z>p{a68sbmV%lye2k}!WmnZ1Ma<R*B_h`H`I8RgqTlx)Z9F9qIit9c2sbd8^7#=FE7
zjjC6+aZ8H@hul9q#H5E+Ww)o}y+te_ua9{PfzWskF=Y9>JirD|Oi2lKv8v7T2+$Nb
zBSeJ7oR=V{z!g|l$*onPx8zgdcd)Z0$bYN+d_xmbD|HbkB!9MS;J>%31_T;0vVTBu
zZUbx-vInq1J~6#QzqLXjbdwS93eh5QDhzb9;dW4<I#R<Rv4DX|Y@v9uz7o^2K5MI-
zqc6sen8_qXEJgBr(l63IWc05!^^-hdzI)aXz2Iv+F5^-P;n-g>(8D@*X;Xw$Rwz+m
z3#zw$YYN2PoI<E=*=HUib2_{ER)FPIS621ChM*X!P?r)w2a`iOO+aF;(kdoVoli{s
zB0?VxUFJUl$z&?C4#v$SalvF3{;xvD73i%BN->!0rfo&+_71Lmv9g7!T^qi`ZmKvY
zI4qYogq7$_Fj16+gFiQ<;c`a%>PQixMX7;BGq<G;$6&LnYNm(l0w5w7O~m5TUjMgB
zd-JLZ(<<mH`wz+R!#whZ3SR1PRdz|BXYhF4nz;d!I^~w4Oz?g>&A=5kP&Iw`&*fPv
zxVrT(Ko9+d-V_8w`b+V<?oEIEo~o%IZZkj=1Jx|X%}5IPLlcQ6JVX>yc&9`w%ahaG
zPkx7<zStZ_lg8GSfX?{=2DNbRL~dKKGwER>ssfJ|S9pIAd)BGB#`k*@q5DhDbwBAk
zwZMh4BHFMIbslr&aw&{q>D4va&nW|-%BIT73UkV8JW?xZLkonG=b$+r1=g6mknwVQ
zdZnfk^ycTyh3kSqMp2wzF=l6f;hh1-GK!(D(&xrXwrk|67a6xI1zMZZ>@!-5!{r=U
zKRB&;nS1BG1k-Ya(~)|@vCnN1<6}HlbYP8I2LaZM*%Bb*f+-?+V&_!<G>ogM2$s5u
z0LFG!cuB*+9TG0H1^VL6GCk&D(6Z2qxnCAdsX9QQmo!Wfj{!BQeQWv<I=Iz_a0^~i
z6XHl$`r=&Wg=@a3TzfrMzwzzU=BT}-&*?WD)M--he>BjtgRDRNV_>|X82;CoD2>E>
z-($H_>Ap1swd<X|gH#p!`M1id%?H=Do$J3=`lp}NH{<)Fotgnq-#!Iy-`cp#XNt7#
z6Eh7LPnyjox6?CR#qo`9e^rWI2pPVW*6rO%NhyBLc_D*-Tt$hB{!&BBBm%VFI#m?m
zcD6~8a>JxxGS>=ENfIS_Fk2U?`QJupqY}-j$FeO7r7wWp$=6cUx0eousPrm@yx?8^
z)+~x|IjDW-HTk9gu~JniGPxO}%wwuXOoyF0GU+<k=QL6~8IpZ-@!I_?x%YJcW3;$r
z6tlhZ8ZP6jT2J5OcL;2sb9Nf$-W}3su8-^F5a6;+#H{?vNuSu0hVgL3cextsb;;uf
zG<ZJ_|NV4qg_OJqh{{{7PXB~oJc0uny-E3A)a-_Q!<YnNm`!(Q7r64WavOop093Y=
z2KLpeiF%DE)?J*rdp#EjA<SOv{O)?@NEv~~mTH9Ob2RTQMW1NwV{RZEY)si~-BTLN
zJQh6lHHvmK&Or8&#MH?V9UMENaoJI;Ie^WwA{l>@vc4=?q^l&HUc4a3SEWacIY8=y
z7LR|N-eqZ{_TZ7Pzwx<VEhUedPIEo-8~&VpNS1z*Shr>K3+jcmS`rTxj$0|yX(i1r
z==I8AMZSY=p@q~aw!^)>Qk7#u%n|icsnkHC7}xTs1pp6A7AABu@{Sud**KV4C;*2y
z=e7ZQah=hv-#jW%+&@ul@u?i?Nz58kZ?#+U^}g`y>d?^VXB-=8jFjFHCF%q%Ll~f!
zhuCgme|&Y>>0*jobfB*!rkZ$XwpWPmZ4sIi;U_g|kFco_r4jjKM}qU};5>=9?qPg<
zh|yT)L!&0@cOvSG>l@U8?!Vy+lq1Xb^Eycej@hvIl>v(Nbfpt{ZcxAl65u7YE+KNk
zpmXdY;E7BvZeu8}&7F}wy4oDwm~{dr#(<zhxVR;+D_BuxeXw3lpTeO&8AL|N&hIAu
z;TT`lKRD1*yU=0~9MMKvnHo0$@-M`TcIO+6F;tn=95MKLe8XkN%Fo4USRHf+qU#oK
zGQ%U+E8Yh=ka!nYoGCry=fG7YDa(JQqggn3vqIX}KB=+iVLS2>sP!L)1jo&VVofCW
zV6pc>aIKQqibIWZzBQ3VmU${CyvtdcSFgWY9dKPoHa&?32D9=fHYDNf^@_)TUqkaR
zD?k<AMQBDNQaS-OW}JC6uAyFG&@J1OhjVf2hFi0z9{tc%KUorDDuLdFOi7^kG`p~1
z{38FhGRpA_vb?N#7e1sInak=4UA8<j3^zD2D^Qf(Q<Pd!!<qXX)USXIp{JQXiJ@9W
z{2{krPQsGGng>{k<_1}D8ua!Osy0;w)Zkj`_w-uEz@%2&^8lh1cE(k8CeZWsMuNTc
zxD}}C&U07PDH>(-4zgn&fOD>z+NgFb{Y^^7H2E%2UAL;1Y61+@Kiwt_fGI0-;AfpM
z&Cfm(?IpjEIWNFS&>kJ%|K`VwXoVem@DrSTb$jye5%B?kXk&`Lq%c!@bGwA6jlsEg
zf;D-*Iq567Cc|RCc-1p6YI7ZfB}kauhoI#io}H1iT)c#8LTXIYHkht^ewqPBGh0Vy
zx6cz!4fbfM>q3eDMpCRKF|pZ8(nU<e`yI%l+q>sZZC94;mooD!5msw9UzL2Y@Lp6@
zLM?~zs4l!Gkg%IZs@(2#Y)oHt<gbw=g6;;Mx@`;#d|)3duKEoKoF-o*^gFyc>P@Hk
z%Mlp8UxY1!>*kx`tt5)1cB-?S2^AlFFGl?%PAX{1)qfu7>re9bFPKpc9&)=0Q3*N3
zoosn@R6=iQJ|kBPw>y<Y!_Z~))gFhJYd`}wtsnkedK#y5q5H4m?xpsC<K@Xh{j9vY
z4FeUx#Vt788(yp!nnQ&y@8|qg({*6tYLAvL5w&cEQJ<!4UV43-55!qu?^*-AOYY={
zW$U$fjFN(4)52{DvI7Q)ghJ=y@Tsj9SKjHJF$TqhatK9cw&6+g4;C)it#f|(mFvZG
z_TGCRciF8qvC1P{B##YTwN+jBZrTGEye&Luo`n`GeGwQ($~JKz5uq<?l^v9>_Q;?f
z(i+%>E<Xbr7T|k{<`s5-SY`6F0o-fpN05$m9?3l|5~TkXtzp2W6{2r?4#|%4F^%`a
z-g*(Y^&VOh4Q!Pw3VrpXC&8Mzpq|m;z_n_Yg_-{k|J$z<mZt`C{ybH_U4-lf2iC?2
z+%MB)r#{aoZwFAT`ykZdTrpqcr#HhH{$?YZv=B<5b0;f@CFJn;-RAHqho8jN;_PdI
z*7{1SF{=B6Z`~>!xmvdi2o2k=<!&bRfn@%p<>$rj`IQCj1D&KKi3WKd!as3J90F}1
zg{z%#U|S8*ER2koFvE75aeg+Bkbe=m^f-c4;gIe!CmGR->Ygxf{oCwdw;N-H)h6yV
z<35xc&i~c9loPKAtMk;7E6yN67^o#rv;boEY)s$+@$rT9?VIcZjOky5s5(+qWp*ud
zFRwhS&>?Te^7<~SN8Vr(;mk}I=CI11ajCR(ltj5LVx}rchi7YdTF^Tdt91`JE}1Hl
z?vta4Yh}k6)yML1kL%Pf&h|RLpoipop^iAWyMsAh^IDOybRG;cZGushDTQ@Hw6n(C
z^8FV=i?fDKE38k1HW%Y3=v{aR|FzB$k0yDE504lOmJLZ~uPtOe1S{mdN}j2Bz#e5R
zkQk^h$KQPq8vC4xX#a-nW!iqiJ#IWNGwxbKZ?w%d{1)Nut9BK4aIQnN-zV877&xK+
zAachSp<+Z?UT*6<LI3p~i#|YMm{YZFI<&9e_<3ci@0gP2g`vivk2g+JHKr?SZRNpb
z1H#vqU|+Na6j()>qgeY5&szgAzo(?b%VAU{{2noioyy(Qw4RdPUw^@=C-C63QDzlg
zR=jvSD46v_7cY~mc0YN0AEkbwJdP9#u;@}!ovRl2PxQ!iifKn`kr@PnzUo{@6SoQe
z$yFoKK4qJQM7v$P2+{H;p`)Npl<*WXxy+QG)4(km9?sn48-mfTb@nOFcHN@l>5gTB
z-6L|^)3Je+jxr;HqbwDEb&u)qmFwiOUi2oSp^xgef#y+f)A=zEmQO`u`dO%GG8lx9
z2YT+C)hH<Rv*}au=j9~H_Ib!^@sZ}QwY$4yFn6p7dfQm9X(-pWD#ez$0B!<5p2gs6
zx1PSuK}ZDEb!^50K%qGvoimO9CsdsOo1dd~nL~Yy-UJUQng*7YIrZF)vkLu>+X`z7
z3x1VXBwdk0LpM&wD!sLpd|rOL6{?CqEcPFpUb3fa0xJzxWKroghi|DyU$W}{FV@~Y
z9LhC}8*QytN69Lca+-=#39FSuF=keak}PJG5Mov#=Okn>Gw&)z5<*zW%!*JsC8wNb
zawaq}4mpl7GS23}oabHp>HA~v@A|I2ukX6{-v8HJ<9+A3pZosZzXM*dTO$*<<ME`k
z_-7e;++{;aI470qz{BY)&|-*tKg2eTVPdt&7pkD8-Pzj-kN5ny;X+3SLefYMHb1tp
zU3N<Pi?6Cdn_18ka4?>(809$9FV_y9T(-C9TdNS%GE+thYDxX0XG?PqlCIfDtwGsQ
zvh}BbYWC*ibwxLr43&jR)EA1T$ls3pIXAI}a`0XMUk_kD@qn!R;W_Q>Cx_0WTimwQ
z|4?5bvT0F8j(SR*V%EmgvK6f8OOyRWXGVtxCp4y#e8gG|b??7`ecalcjqQ|UL>dPt
zwdKU5G8wy@n0km78nSxSiyRXgcws+qZZ|w0;eYUf4@^kXq^-x|A~&p)V<}tuPzOYa
zX0#Ge7^C0e&la95a8Y}M?0Wi3`>u^tuJNYR$MT~4sorRS-2FyLbp-6dkJQ*Y$9(P6
zuI97Z%y_j3_XC&nvdkB^nrSCYs6(n}H%AwoT=T_iG0p1D?=`cUC4US>PEfzDU-W#R
zK>stkn}^S&-_lO%M!9!%j<ji=sv#+I9?cIWzGUhho>_D}{>ty@bn^ie!;^HY+ZV=8
z{zeHECGetqiKvj@)YFoh5YaB)acckv@TG3U9|&Rr-!}!fNR7??W@A1nh$FjnMjDMR
zcuJPdVA+iQpM78wGhSa$iQmp{!5)yEtgC5LwDdPk&-bf~Nl*UTn9wmI6Wv4J1|&$v
z{fU`L;IddGuamLk^V}Q-$v}N(DVap%n7UIrvl{71;hN>(Nm#raG*ak2Zxm=gRr62B
zthHk07bG2-4fc?)tr#>}C1A<wvOoNuc=#G%WDS3ly|*HUIp$nMFP2Xd>7%6AVP!FO
zdt=h%ubx@F#XU02;kE~@ln}drI^GCl#E&}x6QVs$dX5wO1ZuWst$p}ljZ#C8u(EGj
zYnE?WRTe_%43I4YIB*p7*uP4M3Xm6`-4y^2awz^mr-gK@qeVZFEI<sOyhaXo5leV7
za68c~Vp4Z4B7SB?U*gD4yZcAl(+tDs!CG>(PKT_1N0vQ#b_yf?>-i6iIqX*Aali1a
zm~#EHX>+Bk5kIMLMbPg_T_2KnBS9d%a?i*&nH1!zcKoKXB^I^KmN4yh8*$(|PU<>n
z7^k(b>uAoV+;cnTg#rs;T((Gu09&O8G=Hmzd6$~Dt%fDKwzj`3+ANg;ZoCp%gVvd?
zOl*~stVVP&60p<(o+hc6szq5sss0paY#s`psf_wCn+%>w!ejE{v5j48(1uZ~LPhBM
z(Cq-EL2hrP5PhSXkLvQwdMJ1eN~es7eMaVN->@cEf%kgH7|JcK*NSXd@|#;V7oz;*
zMW+QdkVs&4Uqi<dG-oTvHkQ8QVn41vLhm$Gb5m}Kyxmyh_FER|O_aC4dK>}VMy3|C
zPzcloPa|p@C;vWENbRp$1Ru(EN;s6=rdmgoDC#&!6|3q@QJn`bx}h+72r!TX_tcPc
zbUgasw){DXW42NpQs?y~A#EmyMP5pTZwBx+1QD9vU3}Txyby*`y6nFt#Nxos=Sba&
z-)j(!-!e7krfGh`f27LI>i7P<ly6gfKtY9Sft*2GN)7>XSm76fiP8)M3lR5Gihuc3
zHDk9?Y`XakBg9^FO7vZ+A>-#>^YLFz31H6u9BwIRWR~~W>1<p)t*_SX_-e6V9+f{x
z;<EgO)kAm{X12|KymfHY=|z|4%Dt-Y46(tF7Ho<Tb4Z&^<0-?yFJ$=SzeMljH;WuX
zj}vps22$bOWpVa|_n{)U(_<fj{}f;)AC%96DH%-t)sS$)3oVHI=gRdyGwKdeI`kue
zvg#g&t7xinCd-&&BXjqNE0flRq))S>Tk%Qco5%-Ztw||r2955zaC-N<J5DeaHTxB5
z^i3X-GaQSABJvkHq^gV-GUu7K(r5wwn}6OL(;Mg^Ea>U!7iqFc-~#*&uZc*yQ#Srk
zj}N>8SG!~LRh>ZG%?p)f3$6mJY;M4`7eQ@TTz#nlby?Fr*V=DIy|Rs0@6!3Caq8~F
zqg)bHi~ZM=SN2b7WJpa{gyfzn&QEunGe79R4L^_(`Q$dW^a=*c)!#o{43=*v&{Q6w
z^*hADfTd-Q!Bz{uzRY44b_t+m`a;r3bhBx^>|A60Kw+#a;j~2-bA??Ymhr<jHp!xP
z!PWr6lCV<H=B)S|f8`^<Hf03W#Px1bAh@~%1fQ7@;FDz3V4{*dK9XJUUlYjc;R#<o
zmV$@|SZcz*{<e70#-4d%xYZmx7hx42dWNVrDuNuiLsYM~izfZztb0#xsD`}=+I}D_
zYB)SRG<N2YvNx?lOGJ-0?wOx@3AUFYW$m`wPy8)l5mVN7&p4Epm^BWz;;*qd*EW|O
z)^Lu;%Q0(p*ye#rhg6(QnIYHXgJ3z{P9X_VW%o+2mpv-ajoN#6hr4F>^KVcJSdW*3
zhMI%1iN*}C`@88_aweuO)I3=IGqkeSfF78UDF}SEOSV_C=MD2+rPxc)Yes@Ny`Nrq
zh5iWkKF&>ao`JUFB0De-Fxw}c8(F^9ynj`*w1-}2Gggp3shv_3dmL~|C{9mxhd%z5
z%i;Gia_3l+a@woTJLT=PQ3nyoW*9<-88zP4JAv6XA#w~-!jXTss;e0IxAsA3^vxjY
z99Rv)GjSlOGW*+^7q?v#pXBMeN%WHmtK*V@_KYEqr3E~i(<8BGHAJ>Iauz<#M)~*Z
zoR3*i$hl(qVZ^AxOkFz@^Wm?YsceW7p$5i8stfJSO|QSxjC30fYWP~r_ana>f#X<0
z%QD1l#EPPpRZAGH<lWah$|wHYP+5BAqKB;%pn&N6TGDk<+9k@T?0nO3V&PnvdCnzo
z4-ck>f*q&h?<$0<zb<q6cV-aw(m<8@Wi8yYyD$5Z=C*2`j2S`(9&wbGx?)c3cHL%i
z;Q57g&-Gy{AG-uL^$RzPilO0SC5`Cx38?d1Lzur;F3ypT9iSX+3VC%zV(t58?w+s4
zt8G7;575nC4Z8}C6ld>3C*1-s&rG*9!dCyl^APpg?;=B{)DGJt(PRtK+z%GN8FaMi
zTccXmYX-fQT?F>gA|spqE6j^bh7oY)@<x)|rIX>IVweTSWh$1;I(F+!=867caB6r~
z{e8HAJ%l8&L@YFew&SS3iGoq(uji|WMu!q5Zi54+0pX`Q6!QnR^2LCvQ?4CM;}Lr2
z;R)jX=GvK}j;|Pri0m;_QLK;HEPpS@XDr+uc5**CWOQfJK;!^!kWGB5#IAx6;jhy*
zYYo3dtQ>9S@7^ON-PDmAmObydb?wC;@_g&XxrT<M{3fry99@G&to<B12KZHVa?y|Q
zZvI6J0>QhFf~>%f3}n(zFrH}BC1l7g$%_E*mhP2UDX>murlGwZBO~>BOBo)l3RAS>
zYfy7LF2BMXh@c45>*$A7nUw>9fc8{RZLF_`1jyJ-7PvSd_=oq6>iSmcRm;x<4V)vx
z&-i)x-Jpg6$0Y%B<1`~dW;?yA>R(>?cj2(?cwtW#A?ImLa#KKx4kP?NuohpDGDOBe
z|CXM{k=bY8EL-x>wd#Yy1Sqoh#|!Aj7_c{8tR)xVDjY@blZr#j4Zj*b)?uiRZXCZL
z_}RU82g$XdLyW9NS%qS9Oyu&oYcmIWBlnEHG3zdfujeiKXL_B<N^Qi@yL+%(@vfB_
zj!%XyMcp`(b{3tsWhuBLK-m-Vk+U=+?F3i|O-iFu-j}qgTfU|GqeJ@1K^#Ufy_53<
z(I|&5L=|hQaFtpUjuW+Te!xjYQ#WUF*s=c>q(8JWi<o%Dv3tC_AFS-A2wX9Ar$8bB
zc`6yfCy6!DfWzOA;RwPi608tNQhpXpVUN$Q%~i_Pu9XksgQlPN%UoZTljy&FDbcSw
zh_b?%vOH0@T4paM!^_4Y!Wrp{Oq6XpX8^8EfFw>JMpEdu^J&Kc`!i22V~2oPZNA@!
zv{^(C+LzCi-(%Zw3({9&uxBTx!$)SdIcN^56L2p?+k~c0^l8p>{wG%{c{pzlH?T19
z@#^<Gh}}av7*%9&U;+eILAxp+2UH#hlcm0bVU6@U_^*(VW*T56Mgh_ex{K$;4)bM-
zh(*rc-`(%VN~;5;C+wVaK&MtlFJCwwUW{vAY>7N!^J;wY+^cNMp)1-|QfS3(^3!6M
z7==R<)B*M|4qyPu)sX8d2maDPUJY~_q*l%3R>!eS9o{?hZ@@|!i{bSq0S#NYDu4bw
z??~B^+QO;n4AZ+b{pn%=3zk^@MAPb$cfyvSL)4Ak^6}bJH-jRUj!$SGs%Bny)q|?s
znp}jDlc(YOqQJXJ%SKb@qnpr*G6Vl`C~&F~b=)w|yab#CW$~%}Vv;v_KJ2H~a`E55
zzUM?`p0f{5yrVJ4#zrzOzJWBC$L)Km4Idl~GL#mIm-Q#l%4kzO4_k7Fyj3b)OxGPD
zzpRQaK}5jbbh0M?ENdH45r4WL?;5NP{gpU6c5UF~ZN}#Z^GlOTW<6leFxNg#mGY0=
z>oqPV5|V#^WEy7!iJ-+9d|BYXV6$RelMx~!yVll#W^e%83y?E;QpyLmZN=IFg1ZgW
zBgy#4P-!rlLhk^AVJFjlwXbo}7c1@?9Sd!JfO&8CY>79MGiw<>$%Bd*LKNO9bU}-s
z<!oo7LjNwE>XYekQ=4D|u5B+X!Q$e;Wu??Yzh_%#Qq-5SLPNt70N_p@C(OmstNiVJ
zU;I;CsP>2fhLO{=WuvC6t)zpZCi9{D;kk!>;x@e{G=jc6$;mPtCxFztw88QvKsR>(
z*jEW@e~bMa>N-~)5gkTVb`ixlWrRl_c}UTU>I@ZwG$;Y~oMC6G1@NI&jkp^G?h2w|
zB+j^Rj=O1lX!?H}hGJd0*-h>zI2n%((Etka7;k*Buisag6&SlZn>fh8pSDsZ$WyEi
z2Ur5$jCe6OUze=&?B=0M?!xt27Q{)znSDyVLVzxTPLsW2)(R#Flssba7xo-9y5HK$
zNetXqSIAp-OIuVlPl^&saYU}(`krV^1z+Ezyp9f>Mki+L5*R|WnH=ELy(Hd+roOND
z?H9O^bG*-#mDzPm#^~i^z0%+OPFZ$M<!qM(8m0C~v2kHK4`vtT)I%mq7$IonpM;&-
zruNs}16Ln0)~T8E2nG1~1g@0FxG)&Hd}*w0pCgb)CeChSru-x}Y0}CKf)%9#YjB|M
zR@>KhC3S1MgE66`ff4eJ5udJktX@>bGK<4oMdjP^T|Pf^cW%-d)x$rxlqOYpcO8a?
zfuNZ`tbq$LBU`t8{f7tMwc7<5V6Vc;NwHauZ;A`@^or`o$JNj|eR`hOBuoyS&DX-z
z3MY;=RVUz5N9<!i079RZGK*L-9i^0DqUscbM@PIB1)b|p!TnXAWroq01WG3jq19Kx
z1z;Hg9wKFpo6wkK^2qBf4YN3XHVVBLH_dZCNd5@hfemU;3eOxE`~k}(p>aeIe9uWk
z=N94V5vN_&d}0o*3hlX!wU2FfKizjlt^Et$yhNVzsU4#ScljTwR2KVINK-I6UGm<v
z#Ve#(_JI<k3q{oRTytqFRfVD<GM-j24{ANQpnNc_vb>rk@B}v6ceLts>ZdMW@tMhs
zDT)(a4sXUP1Jm1@+SnFV$#u7}4vMS7W6#Rk^E6;nX-Rm&A{x^R4ZR<?3^vPbc;-io
zTmRosivAb!QQF_f0)G5w(}sg*|8?B4{fBa&{r`*pYD==riR)OwbW^}!c8=1FtBMx3
z6*LPt;$?q|Npb;rZAmwOXXo)yGvqtp9IwA+ZoSSoS6y%=FRR5n6A#b1AFK{IPbe}M
z<SVxDh08?Ty%7EqsDd}(nY0;)jx%NuHhEB0r{t?euFQ@@ObVVRD~(=1kJ8R+UN~jy
z>UPMJ5Icy#DY-vwOurGs_P2r|{dU8AQ<svS9Aiv0d1sifVSJ!#i>krnQdwnGRQ8-!
z1NdQ({G^N?NN}$BUFfkXpQwvP-)-i*b6nEG&tj7(dj{7v&@Jv~Ig^<oZ~Q2Gv%){n
zi)+)Rm>lEl9jcI8-YexLgqi$BE*>nVe?eN<f)jANndZ=6_OhXWB^7`ABYgAX^B>&#
zOX)*G)snGX=UgP;T1!lHfuNp$6{re8s3fXfAgdhZG&AN^zF2tWI$t+TH&Ka<3<|Hs
zNLIDU^^6MPo!`M^`J1LM_eXvUN5r~XMGsZlMU90*JSDbO)uKu0h)#GNhK13`u`CJm
z(i%{Bj%+yHtV+qtT_o-qk}2GHJD2Aw)z1le<*qIG1<E(oMtMS}+H;`DpvOR!`rDKo
zN8HG5Pi95n?E{M@H9{Qwb)vo+DO}WkKlrL*qyjdlfW&d@EhNx{Yx`&*W_TZw(iWX|
z_h0)3ZvO7-98#jt<V}cqj*P#sTN_;;`oN^h(h53#6HSA^ZSeH(D)oVnaVE1prsB_5
znz^1`S5Q#1b?T1!DVk7hAYG--9LZ~<vLVqw^<RGS1v@JzvUkcb^Esm-Q-hV{Pzl!C
zQnF;rDiCCEV9s*dibO^2yP67mjmxPvgN6*n3(1|5>Rdjp5w?VqS>><^CI@uviGQ2h
zTXD)BRK=f}DgR=KDE}O{u}iQOD2n2E5s0M#G2Lr}kL?r?F}FnJ&%11nA%AFy{&S%4
zU5tX|I}Dm;oda9i^1*xl2tMroLYrxLLJx>huM2?nDpFe`%}c6c1v^Hc(op$tFlh3|
z280&qC_>mNisWUg5JA{dlkCkH>91KI?h+!$TFBdi*5k3uhyy*aCg<VfL|#y$jr`J<
z|2B}Xq3<K$C|bp;?D6{DqHzhbCH~I98|ij80-k)0RQq-=vL-&XUV-`}&Th89`(lGM
zFs8&m-<&~4)6^Q*vXRn>Ii8jn5hB_(p;c<_fZ8H2O~V9X*47pRd~0B!Mu2-oAyAp$
zMxn1xY?Yqz3PMKo%+vxsFb6DtPvl86Rj*usrvuik-q_my28_8pJ-bNu8zrmLI5i(Y
zRP=zC+0a)Kl(L6Gv0Yi^gCuj~BX@5NP|6XDox_`4)4jIla$dc+@yrUVRBaeDnfvn^
z)Y>G_=_GrNP+{jnj?;917Z<bpIV&h@d4U+a1MhcZ3>u=u7R<wnUn-$Z3uGmIih6a`
zwA{{GKMb>kKE$w|ghPL6Sec9aRVSGTzAD%QV9Td`zI4CqCOHz5sI*#+az_;MJWK97
z7lC@o+2>e8t*qiE2r`OJUKt<pt%DzygoV$PF2@;_&{9t?Spf$Xje9p6kFnGzl3o|K
zJD2WGI;!Oe!j>4HbTn9Hd&lsn(#M#w4;oyLKD({=*ATGW*l$4Wf{M&4;;(51^T({p
zku)&EZY&heGDei}&c>?FZ9)D|2ceJt`Sn_@hEc#T+1H6XAqr^~M55l2L#_Za^?NsH
z%!&c-zHW3fxH@ZG-&O+qs@w0M8td$w$zU@Eq*q$p2Z=^F<#SwP>c5Intt5rI#=fxn
zi=oT&#M0`D{N)BHgxFR|ATRfRW8VxCeb(uG>%jsyC{`(Ji5Q3w?67$<25*rmpT6|P
zaN?$O0F1!>*t_1%cxEeqrpJ7MS)H)1m;r^90vhGSb@42=MNINQxqPY7c@fE|a7+5P
zEOSbpeJ2gJCHhPuk&~wMLkz@2d#Cy;%#t+llJrXA1gq+ivG%V7VXXJ~SMqo`C@+xy
z!L}RamuE|^eAcvGz1{llZJ3wzgYV)(WJe3w7LJKBS~;S7tJdTeVU4M$q&Q@x@>d13
zIrl+C7rISN{?>N>FkY$!rC2Jt({}tdcgwF}qq5lt*F4urH@%TCWY6^Ora=dvWiWz<
z*De`w>bfm245N<VMn5e!XGK{V3cmOPZ;J=P)ER48*Q|cFfVgZN#N5fb=hT>Sr&LKV
zwZk!Oc}6yDjglws!2App2jvecupD`Y2Ph?vYNpV;Cg&*{F%sUs0roYMg*vZ^=coB_
z5xy^XA5>dWv^q_B5aauxZCLONcr2k*&xrj`HU2OxUAr|wZCZ^Paw_*bCAu_d88my|
zkES*H@xKj|i32q$2`i5kul{mJ(p_n|&NBvIR=oywoNLQyE%9h~KgHFIk!+e+%4%F8
zD=(~?WNxaeq&Gh+Xa%}09~nfmf~epJa%%dzgWpIcPx86TwdPtocBpXF^XI&WANh{1
z|82-#=ACVfMC?6U%ZysoFz%IINEFr>s|NOvY=KC7XGe}OH{ffEDS*2IO{iTioNq28
zJzg2~DAyX-?vncOUwXW(wpc70I<Y783jmeJeZTa4<77pt>os?X7E=sDzp~KMTkHHY
z4XMbF-Cu_yp)pdU+Dha=@K<#|0YjEi=owYhVxZ_Iig$}{Gr802&-@U0tD1fxFJSuu
z#^lrLH|n^h?Hrl08_gkr6MM$ykmMnuDiA<y0d*$hV)fNCO)S+{8Gzod-=Sju)a720
zFB82PCv8@pOScI0_6gGyI^y7MyG+DmAYu#*(CbZ!Q%Dr*eUV*cB&rMgb;&oDHgU{V
zB1`h-d?x4OHnyNn43!$~8+iJs?Hhm7l$IHrsF@D9U_bi79?OrK6W22$B|Z91k6Nx=
z^|irTEe?{5@J_?*a5>TH(`am)8{|Cbj@acQvrwh~k}zzcGGx4OE6)@kr%>2+AmOuc
zas~K#6GJkCcY3+JO)EiMqr`t=4}B9KF%2C*Q5FT-+N{YPoYgqI#dLy)O<&ml0_y#P
zS)M}&fxA%iWtQ~}fvnvp-qn<oL^(qj$+{3jh0kxCDabha%{LMSm&5k=oidahLf+KK
zl*l0;-iw0#r&m=L-PO5DPeZYyOO@Fd+4RcZ6G3MU>symGv{QS;voL!cGtm$SPeh)D
zHcc_DgeeVj1X)-dJT$%II$PRH!RDT3(UIQ1UcrYroBA)t8`8q}u0I(g&M+CYaBC!0
z>P?kD5kDDM`R7x;AXR9tH6{abR$4jCvmjK7CQHgE?ktNbk)23)F^CV%f&R26u`bv3
zm1%vzn0gz?wyYS8+m0_ib(+s4x>_8|Tfc6wI6)~9uHe&6el8!pjdv&#LDTwgrqTNs
zB$(E%m0c_Agx|(n^iwqk(krwYwq=Bi`_SQlcXCNq5yu@U-%C>33wCi~YuGo!14sAe
zoVbJ?wjZLX`kDwC%6cz9G$z{6b9?x1Uz`8JHCt~<;oX3toEgweevK#^o4WK*ZTldi
zmIn)IA??%G>>sXBOP*rXMS2ZpV5foIFVfe*o*z6)@(*+z{zH0iw>QIZ_l3tiMPQJ#
z0#JY@yo8I{*{z`;P{aZmBT#1kd#@RB<()6!%I+-W0Q$*CRmM}98NuH?COL1OXXgAz
zpFGCaU0{jZbx=)t#xh3&Fdk!_J$FifEcwGG{qR2jUR27G9rTaQUfmloLUdcQdbg|%
z#MRMUxS#X$uH%lf+EBabpm<j-PepwI)%iST63MaVnaM#LAk8)on3Qs+iwA8EtY1p4
zBpCD?<jQS-Ev`%O^Seq!lgamP%YgS_)sXBoGsmVGJ2I)ty?XcB0_8xhkACqkO1Jjc
z1TAs6EHUZf*Lf;5eyLRTbN*AZZa9_$+q~mnKj~wYrD`N67WVxLR;&h7TZ3fIP`<Cr
z`I4*yt`37`h%WjTAuEFHRpb8VJ=H30lOevLe1DudV&+b_)DFL|{{4sY!7yp+?Zt0u
zC9dZN0#BCqwWA`~_YYbU$!1IWH!1lp52#`&lePdjut_n<O)RB2;w}y)1Mvi1zEUbf
zO^;tpuRoX!5B>xNYk+wePyV>;m>?W6q+4PjMr`|P!PT*?ps&5r;f#rY&P6^$N@pOJ
z*cdNe?9Q=R-?4XxgVKCNR@@u>h5p={!P~5UYLy}Tf&W=OO<OpUur^Y$f+QcMt(XlB
zyj9Ok+u;DsM<9Y1u-guc(z`$d4@w;OXcnqhUKkWED2hAyjg@%*ILIHQae|~$O=M&E
z)!bLas0STaKL$#m)RmjQ*dJu*e{GAeFOrV9F55NnHS@y)c58r$T1s;Jyp+uc-;4q5
zaQp0@#FZMHdXq2#W53M=k5)1J(^eaNr;i6L7uWQ95R<+&fDx2Y_Z2kHNz%sTLIxr3
zDm&x>N%OAA&gM5Rx#a__?MKqD|I*-m*v%F2W0VK!#qK_^B?c(QlxI?5=hfl~61#9m
z^nu4t(K2dJDr+e#{4wRg!YCsK8FY8Gh>&jP-`(*bys}z))n`>GT;&OYbh{Q@DT9MI
zy*$0{=PjQo`fea>+{;YTyxtb9PBa_|;xDDxY-QnK%=f7m=q$}T<*4X{?KYByNbLR1
z)K|E%rc^6JP_es4;L(`=D6~FC%R}5X8#Dsv(WL9czvFwjXVSM<hQie-`EV$9Gq{oH
zm$-<SfF*+)PX6|<E1JR(LRsu1`iwBqZ#lS@gA2I&E~RfwvgSqGi8tqD#OReSHR$Cd
zdqb^8Z)-Yl@2)t*Fk8(EB#-N_z3Kb&aDL>6*HXsIX=opDi(i(YOyw!8?&3@<9vLIV
zU+wRfr)b#y6rQ}hAM+tK4?JUN20D{h2mNs6N%FjBX3yOb|L+7sl3LId`N?Qvx%_@1
z{^W2;6(pW7?)CNc0)Ib4Tgt#gXxTeHS^i`uVdG+c+f@(i*DzHUw^s8I|3d^PmKhXh
zRAfdEo|gIqg$26L_D%i}aW9VA%|k>6SYDj^F5+?fvjBfozoO^u1cc4-m?G!^3mdJ+
zZvK#xY}rl_RLNjiz4;BsugtS;!5dl31K^^eZ5n&vHLd^7e!pu3J-J_~1bQO#{dYeS
z8^O$|7+lk~{e9HN<{w5+s4d?@2(x5h@>(+AvtW25^M>zDhY}!iY8`$}y!HQyneo4M
zRoSwUg-~)^OgFZl4?pF)C~^3N{n~x<*2RY9BsHz4yd?FMLmj$QNZaxBtA*yC*X@Q?
zR=)_TyA1aD4v}`)n%GN|-ZHQj!QNY>!AlSd5^5Y`$VH3Yd4E6mmP46!Zw{p3-s&dB
zQnwj>#iK)xfz0`ui)FK;D`nA?S&ZYi0;s*7%MZ?7mis-u^X1CxRManhhS1}>fb#j8
zFF3Fw0!?kD81m<r3Rk7TDGQ8WQ4~;1&53)nr@d5ZlDQ;0r}FST<VJf-+~AJ2W+weS
zSM&Y{-&{ZP&5ESYd{pnY>IaZEI@IFy65?aFvPgIR^MQ`R*1jqSaX8V6omry&){t5f
zBO05+JP30g2`kYI#I#V34eE!}2+Xn6AKfp06sK7GF_&LG1K`ml5=;SOWiJc&+7+dq
zQK?l^pJ0QuanjBx4QzXc=3#DozWJxNLSL7ja+*4S34g-*_h+M>7Zg?j23{{LIBoA(
zb8IQ>3vMB3o8M*Q`YE}+CFj;lV@B0Pmp@X~tA*M%yZ;s;xl<PUHAx1Ud+oUN>{_cR
zfkP5r<?f&y<TOr{RL#D6aJIPWhr=%8JufccJ7FA_B2Q{K+LDw~{pUBW=UgL>Q^LvV
zdah$pSV2DH!HT^LW~Xx}{}ucPgTlBsM-JWv+mhRp{@Z|D^m<)uXEhzvre`*t@wn>9
zpzKei8M92u&22tCGLTf79<rcv?21|jX<CJE9054@R%!(^$5v+}`f{zkb9{L76wL=_
z<QU3P->Mw*qX4cFMiwnNswA#bJvnC7RO(Hl+!&o%4imDEZQSS`*WgefLU%}vO66A+
z{9WC2tsl^q(w(-2RS-boQu_=>b~Fd6B<w@hmD>G&)^3`8g*%auu%s+QQma$i5vH?I
z36330msbho#ogZ7>`*Z}xDljH*!rm#>M)me+gxrpzO_aw72_=jcOe|$-dgDnQ^nHW
zIDe{~Cior?Bv@?kIc@43hAysImB})0ReRr4Qn*su(Vums<Ku+s5aZG?thShC5{G{P
zGOgaFW6(}8fJ2uG879&s;jwPMX~a|1doq>JcS{-BY@l!@eU67XAY%MB6qW$2A4o3)
zrx+XNe>5xk{ZoI?(ny&;qniNm)uU>_ymMB%I(rzOt<6|ek0k-H9Krbn^F9x^2=Cof
zol%DJ+~#UX*C!*PazG#;&%ovYP5s*(W04-{+615BZi#2t#I~xsHLm1DXb=1PC3kJV
zAYF!%@EnX9$m*1uG@kdPm-~`0&6zqSxJQ}WTo9!N0)Iof{Lw>I?K{p92<q3k!ziI`
z(w1?6i6NF7aba(5D?C46Xdi2-D~v;i?<_a({rtj6FJ`j+D!r0!lDy@`_uy-gvy+%8
zHOU(;igoh5l6RnAuwDnXgre{RknjCXOYeM$zr>#VVkmBiSFlk$p(xep+cjf#zt2QG
zFWiM5f;0#ygub8%bbzOMON;R##|J}y{cnT3<~`(xD(s^wQGML}UHjK3(0|s_gBq*~
zM&$*gf=M0T>K6i-m6X3(VJ24D2&!#bQ(}|+JXSKlI4;rOH*G|s!_>x^`dv6Xg9KG5
zX3dzh@@7izWY>tPZk(8?V&rJ`tbi^I?CBV400K*-*i|1HNETf4^H(&tRXQ+^x2WYP
zJz0_6@XvL%_V7l%41@}LO$iTt+`}IP)$*4vPQgGpEjrFz;GfovsCpxw=PKB8nsK?T
zR^jly(aG4b9jb)S`A{JLE7CwpJ`IiEpGx`3N}3J8ra;}f*LIy!yZs$ka^-Ar??!df
z06-I!S0?Bk%Fed{Z#V?`tb@9uBcTf5i;LAc4*S2#Risvm(b*NC!gWf~%*|!_vI8P7
z^Ut+~V%UV6{$3K3Ii+irxUEn2xNr9&jFUZ!=ns;TZuKVVbizkZpGs7m1d*&nvwyIL
zJ&X#tad7_Y%B(1ZOX0E_K9HM^4ikkOnQ={D24)5FjbMlXp8=ZM%Q?l}y@&gDJGp-G
z8?3N$&w*KW1Xusx2KRi%4zTN=CXh;|l{PNeG8J!`)x^4S+DkkHb4z6uY30qcFU>qB
zvADZQRAOr?A<_s3>3uFoTz?owyt{mRvBo2dbi?Tgz68RCtXND@RYaJNb-?)Y#*H#u
z`^sW>oXn=M=_kirL+$+~{m!YvV{MGcAO>}n(puDfllLMfEB~@|GG(2=VjH=);_XWD
z5S4>$+#<U-!00dyZ%(jkhEJx@TWsIj>W&|2xEoPZUf30g48e2Z)#b)t<_{kUY;*YK
z>(iQ1n`_{KW*r?z+ZmS2(uUVRN%2W)a1+;|s<b?Ox=bB7?5K^@U2h7{>-gzZA(z?-
zpbxG@mS@n;tT^c+*s~<ZdQa$g3=I`pD4iPt`K0#T!d7`yGi8$~!n@Qj<LAYUy7QHz
z?M2}`9lK}lBRtW(QSTIsmQ_qLY&DO4ck67TM;i0_8#DApp&NY#k5c-Pn?}}IFMPwF
z5XR}1Qmc_3O!VVath>dpsG@?2v2*WP!sBqM;^TSrGcMTH^K_)-9Gddu-c#F2Xz%&4
zPZLSSk{A^w+o5hrq=ZnGxi&-E*N;;7b(ySr>rN|O+_uB_HRF@kVJpaBY1FG2x@(v$
zF#Fy(O@g1D_k!Usp=Tha<zE*0t85~>^=9yg;+4YkGD+l`P5Eq=PHSVxwT6nyKA8tI
zu5_19RN&FA#G&M-@+tXDb{|6oLx9vQYQXNld53$g?wQP~kO#;1ePOb<8%P!x0!6Fs
zl7jjvGew2ps$vEk&cE*ReeKLJ6Yn#z-mz*_nMmffN3cK=Vx*Osymy)se~RYI;^jYm
zj#iO%-E*tgbl;+|<nJ%{iGVXbxZ7uS6Li~E(T{F@(TVM{iLx$CfWg}Vrw1v31bfAX
zy59!M6-Er?y5+*XzD`%OfQf?Cj5)p!HWJzYJBE8ZY9?aWWPP^Qk*|&&vew*_9WFOa
z*!#T=mKHd>IK1m>kqnZvSjPt)T!3<D7K?Colbz7@EnPI-`<X;Ok_MNRG~GDD5bh4m
z_NIZ`!vGQji&pG5?ERD%X~%hOV>VcR^7?+1cG;z*lUh(c^`+gkc~lE(+aUg2!TzuW
zkGAl>d1zEsLvT3i+Fzs_iY0wBS`A)EAX~V-%EM=yyWm{LPdzu?zsYyLl-x_m@2O5j
z_82*{xawaM(9DM7V4`O2ppn%FdYHi@rGmLT_3|tm8>t(&4%HfJIZ`2&(&bNN{S^I(
z3kIXi{0OT+v!XC+$dY<6?umL8u*`=oCBg)xebL<H{z`I-GA=pv9|IQ~Y^Bu}!HYf`
z@>K6puuf#iw<}E)$|~y_vTazX75AyU+5XkHl|ia;{8ClWylanGR-s=MQ~GU-_#V-#
zm8<mRWMx;wjqs_W9F<myN@j@1ukPp2|HSc^lKa3c(k0YD3nE1?QukUY#o48~2c^0l
zSiWVbdvo5%0d^ZM^jI{Aqip6R_XC0TkIrGXCV##w&yw(1mT7xeJz@@va5Gkq$TtIa
z{z>`qZ`O}g_nx~?jU&#VSQD4c4m*sLb~OLRz4oH?_Ej_n%}4Fy3{}<{mqmGp-QXS*
zWvzH73LV}@%^ifz$qR1iJK5SJJP08T6Tb?%?&x|2J7O<1oTCb6CYQ-x>)SkZDFo_N
zBx!J(tS$mUT|0F+gq~-Ng<!v-FTG(!uI6=aE)6DETnVouprf~!@tMXtpQGU{rva;9
zT4!su8E9(Zc^MoRkhIHdfRp)%yk1zA**<U0{gu6(PCC`!pd0e?b0XQhG7H>f1Q=cm
z9r-2>6IZhTZoZk)0+=yfUSmDdEwOKw+{o)8BOoDV5z9qC3`MB=WR*|_l$Sg81J|9B
z>5hpiJiSs%AHVLRpuD9~fRX_}Rw118m`Ph6KY4u-{B|e!>uyO;^0KDy?0w<L(5H3x
ztT8s?^#(!-w}#tDCkOOOt8_iX%IPOB%d%C1%fUJ<%hwoBy449=L8)15yxaR)Jh30c
zr7~%k@N9_sLV><9To-}RBMxb5a|!IWq#ZaXJ5FmPEk<Vk(%|uKM78#&ssrq-{m%WE
z<Z3Hl;|^HqEX^%#)gf)LuzaHB&$LS!a2?rf!Ci;jI(+5amixl74t}A;GinA(y$K!%
z7?D;VigiD|TB1?&uaqACZl^$6<tVpTd^JeKs}w6*NtMoD)af_Wwa!a8_+XL7Q2Hl(
zLK(jk$b;USz~3SV-ue)|U-VyH0C$zk;Xw3MVXJP`{wk#%K0~Q<D$XPtCSpRr<e<kx
z+m&n$W2lDeErjJ>_6i<DAGw%8AzTB`&yjYD_D<iA2r3b^y{dpeLsi%2O|OVyuTOYR
z185z_?_h62nl!TLSmC91=k&03&<)YM?jg0>A@u;FmcNsvAe&{AjaF#qSp;r+1WuAs
z^Y1(&Y<&oT0DSt4^l>)w(~~N@r6ipu2iOFjV2`{gjb@!OoVa3cWx>^$E%M$h1|Hw_
zv}J=+y8vsPpChm%H;ljx1}yj3Ug#dwBH9n4Uw|7rZ-sVAB%a3nyqJ~ILQrPPT=10r
z57bKRf|mCuqd;A+w+u~DfpT_RqibPG{i)M+$dgY}9+rZ@9ul#G8?~(I34M(Vsu1>l
z<XOuQO+28B{+{F|PicrPLJ9234C<&_VEX(Ux(N?+R}!Yxt}*)z0+zi$kcK|nP=B@J
zPi3#>ElnnOe0N!X6YGdlj_d#EV22(`USA2FJSaM!=d<)4=hPA0!hADo_(bVvU!a2v
zf@;|^;0CzHkc*E`9}CI6Au8H+>4`Pb4RpWZnwv$0DTdNQxYI7tCq@7E;|K{VSKCI{
z^$e8MDV_kOgvzJNxzf6~KYv3mwHQV`vOzBf9r-F&?!c-eO{SNF+OmL#-fGXNX7p>!
zt@NK;Z@eRS{fanCU-@J8z18=J0t}QG1dq6)PqgAsccpX?LM(pDscBVH+Od!n%vro<
zi@019ZvEF+LHckM`avjc2qMAAO|u{k(fP*6*gsR|ReDfK1FavB*zj16dkNDV(P}~i
z%MX|wUTF1NJ2GAC;*=+U%PL?#&NgZWDt-2{SXfs@B3$LUNSlbaO%Y7Y&TG!|&sHz$
z8_|BX2EklV_fI3=?#8C9lB7yq*ZHlwWcwKA#ZSf*>Tu?~<`1I!Er~{I30hbCQvcxo
zQq9+<_d}IqenX6QPOaq;x-{|MC5Qzp9v}XLcX~&4gl8EYR_hfa5v_>LGJj@-cKmOB
zxA7Lt4HwHB>8}#4|BV*y_KYy;1P&$z;B`a7ux{j$YE*_UZJz1yY6*}CWeGvC)XjK@
z>H1|9zs<#LUUN^44?AmgnZ;i>Z#={ssP62-kbBGo#8q!vqjBCjy&e!kd!|uK9ypV*
zI$ASb^B8|Bn3?pG=%($h{bkcpaxk)Y#CPdE?ECoaH&FLX8WLB)cydsDHu6NNecPvZ
z@dunFOSI=QGp<T2N~!7txA4(Q!;OLkQ(Ov<ZN=R&Ods>>%MD6CY7J-}QW7Kq9GDKo
zR;O>Myk9%7`Z6T*vqXxs``E(1do|T16otnro<UcMR`YJ`k1DS>{Li9-{~tIJ|CiN*
zxPH0}#FcLH>tZIHVB17rPE@LL_cLw%Q2oyC!$>2tV<dBXL|nP?S?N4k!Gv}rqkY~V
z=mh~ZRe(*WAqv-rd-vjZaZ??sgKNFIZPu?QoEJjOt4b^Kw4b$TbkbIiCQRBE&V({%
zp<=P|EkK5hV<n|xB#f?mMjbO1&AMP6n7L*&kweP&4e^Tl$$sQ>(w=vp>W3_Y8j2fv
zx(gFV?m3w(DaOl?M!t>OG%?z9un!*u*lx1FtA`zZ!$WS9#~*|T4dG^kt_<?hM0TX3
zg(je;<!esU7A_a$$%*IDYB;u~NP*eAu^F|$vI_cnArSecx)yiv(dIRNnf@$nz_|V!
z#pSR1&e!$I28h8zi!CeXT~`6k7WcK-=EaH-$-f|yPv;o?Su-s2j$-COAJabzMq}PE
z<9(Ms`yi@WJKyf8We1I)mm36;R~-4VHBPbX;$8O4+GWJ<P=B*kHJN$Cppkzgs@<rr
zy1Kq1G+u5rx#gnUC-QoiI$5}i=x`^RJ7XntKFRI=lPXC~?wh%K=|wE6^5VVWA!y{z
zsK3+CZe5UBOZlPyHrP|~us1lc?+-hXV*_K4f2BoDo9~Q5$C?HhOY*y2&fm#;G_aIB
ze~Nwc06L*7S-qLu@s0X9TX(2+@Y~mT^@7^4>7Z?*2Q66c%l>sGML*?&%-0k1Lp&Eb
z`Ln!(wy_=t3(R2tEAmIO4kNNX@lZLBjKFy`Qx1H=UgvCiQfYo%b~%4hHL+`TIWKt~
zx7$0EbXEgJAlCzPtyWm#6tO8@suWAw(eE+j$pJ<YZ^BF@M)~;<5q<+~DSQc^Ju!(f
z09O6d=ReeP1Y-{GYB<zKp<~yA))O}O(z{dGomGkJbh+_@wE+K^gnvvvDi>np9k1IQ
zz8O4UHX{EdlDYeMJJj_j#t4tI{i+lH+c2kMkD^s!K)QIyeKh+4v_)2Fcj;Pu?D1w%
z(MQTYIx+;fN^P5;JT_Po6quv2DM4}}HLu0L@w;)8DRL)y3HsPiHDN`DorT{~lt3CQ
zk!UpnHj!cBaLw7Tcx^6jwZ-E%uF2!ucq?t1$p}0$OGr`5ne-H!6iT{w8RG#^E=3$_
z+OrUaDXv+;QyUt?cWM>cWndO9fZSH80nK5x)u1^QhRY{3l-jM?&JzocU(gw-&Z(?H
z5K==qa}Xz#3mH^)8L-|q4g(%8wAfrgZHRW@e2%_R4%<lU&&*_51JFrJDuu)U$6g$$
zaDEd7amX!1wZ2=TB(92ubx_&5&H%%L@>rgIKDz7Tp+p=Usw}>9uF)8nwqze4DB1k@
zkF__UQI-v+J(LYx4RS1dlJBc(TyrE^T6e9<R7VQJ_n?&^`9#F}iE|a6G$+pRlN$qu
zwkU%bcw3qbsl1Q=DS5t{h?Q;=f=Mo5vE~xSV(*1e=F;0$`8|~GFlvv8|M8q*{lsP-
z-zrIHY(hlD*vy2&KcyJjg4?)BXlzc<-1y6%pu=+&Bc8EeXuN1HD$792wcca>+zUOX
zRv)@llcNkC<DK)yG~E3?G^$excT;R{_-Qk=KZ75piP%>L9k!ASzrNVtgB?yIuZ!=Y
z=+Pg-W-390Qx@MVG{I|d!!Pt1p+y!ACZ#^4U+5+FJuxlk2Ln-q1v)Y=hTMfy7NJ7F
zW-GJH$fS*F42g_Z{s<FvrE_&9sEVo)|60G~uYQ?Y;q?oW{HoS2^MOU4srF;?VJkX5
ziV=w?>u^7-Z1eD$elr|fFCm4q2p-HmDE*<zd*xB0Fq^ILpgca1Jq|#UCaQNQNFe+l
z>J-Lax+AftMKR_r8;9<kM(vlGh|Hj$!Y2{*&@m;|bL<{Tkibb0xa0%=js>>7r4Fjj
z?yr1g=a+7r-TH~z00_YC*jCI=Q40DotXMO!YBXVH8F*M=Za`~HwB^70Vr}TNk`3ef
zCxN62_#zIs2M<hYW*9;xH>1>#`^;(rZR$$r>>*LmVfQXJ0882t-Z?@sVibTj+(O|&
za3@Vt4c=s5BB@-9nxqh8$G_yCxGYSv;xv{_fM02cXst8IpiGC8Q<}MV+*h6G{<7k7
zvKE7P*c5P@<u#Y&7SZV*vCV{A!So^XnWWh1E!%7)yfbp$j{+wTn_<JUIMfMKmw>F%
zt*gpiAWoV!B1A_B(O)ggy15}Of6cwU#+K5^q44MIYZB3)iCW6bzIrG^$-vw+;LJCe
zFbxn4|CFXTzNQ6vJ2Uo32FHK45X?M`pf_Zr!_}h>+0Fx$@!*J10QS6kre^}G9D2eE
z`LMUFZq;Mv^rgG)tj07&glyAz8>b`LyU2M_SyW`pt!m7WI0^QISnH(6$%6Af&#h$l
z(P<3+l9;|a{OG}FPH4IHg&ayy1<(BY1!uR*fz)p5n>DLe4HH)`jzde78HDV6tzB_c
z@AxjQEXk)Jy*{D57l3q~NpdlI3gOjy7A=_EYkIe)yEme=<Noto3O_i%fn3lAr`fBI
zTiOKGr*JL?+a^Z+;ltK1t-}sXJutkF9!7tU3+Dm5OyOj28s}O-v|1{)c-9TwGB0pl
zNqSY7c_a9l;4HMbD9A`POTe~|0`l%7h^fLgi8Wk2)APl=y6Og`&4GNh=S>N3(ML3P
z%~*o4CI-A+vQ+<s<Gd<0(i<+zUflbYqmwrMK0+GFC@j1nec_gv%$&Q;+z0JA677;X
z6LT@30nM(bGD5BUjM3ouK~M%(@hP)Z`+c)x5(_h&C&v`#XSZKf`%a8%6a{^Z^X81T
zWtk)*QA0uIeM9;$U0-{|v}&Icqk&?1B;jC^Fj?MVJO9OL5%-5)fWCvekx%#nl_WpF
z-Q7WySAFM2C1yl%7M7N|h(x^S<bEZxDa#TRtfYS5ehom=NZySWF3!CEcHoHLd_Sln
zWAcWPC5N`zojFu7f@dzB)@ilDJ|yo5>-Dyv%cM4HSF8F0Rr~r4a|9NF%7tB0@+lTV
z$5OVqTyEt1Z9t_0I|vZ4>__T>E(zd~>$FIeTG5a0AYJ;n8~sSS1G4h)(gjC*dBv4X
zVd3W$vNlwoDufp3w_4%tG7FQu7qbqB;)?X0{qz5o>a8si6CPX(*#0dGAaoXa^i{m_
zO_FLoXMOq{6QSa_FMTvU&BI`XIHX^gpjWl^Agu8Ec0(*!$j&z+pcMhZ&L;ELnWgpv
zxBe<o1mgPZluwlTFl6z{i&IM3N`-6nq^e?^KD5K9PMf05tsJI~M!~dv9~aAelAKYf
z8^dUryaW~7@*;eN@E>ORk<h|t+vi=k&b)Cy#jsu%Mp{#fUbgcCZbhuzSd&t()*s+>
zzglpNM8~kp>p5+`Y2$Z%O#jBQW41Cp5nd@6fdE+7kSsA|;-_oKdseNNBJPqKuZ-6L
zh7~P$Ub94f@Lg@9UF|HGe3fLHY}=ywEQ6N#lFh)Ck5~~^ve18hwGV%aDL;D<rjwM&
z5lW|5E`IKq<XQZP2ONJVw;kE~olaG6E-?ga<OOMJTsy16S89rt1})xh9~|y@yl$gs
z{|9%tSuc{&H2P4<KP1>IWOKgu9dsv*|CyR8M7+`r8TLF=vC)lZU(^j|$}Uj#@=B6D
z?%ZL&kwDp}mhfsU>*COn%Kayim;aq;O?CDcn9Rk6E66*@(72kC>>XnfZo`wb{$^gu
zOLsFnCx&=eC_?j-XytQ5qYTbu?D@C2AS;pARG{~t-0@wDrm>G#JgV#aORfjhi_sy0
z8*6Pzc3nsL6uT5_UU0=cXT)7W`_qx_+3Q3hUr@h-ODh`a32x}SC#{D*B5ySnyUe?`
z1uv?&|BTJzb^kH^SAEJcbFA0%)28@LLTZqF3`{h&*dx(xo`1F${Rw<|muQitYNwm~
z!a+>8gtW@_p4QCabhl76lA0xHX^*Nae;>PUwJU41e|YAc;W5y#ktTj7&?bY<Zo`JZ
z@c4$=PAO54Ef0o^$tD>$g3o*!f(pH1t5}>XtFis1VIBD)MW?rPqB#yZdi!169uu&v
z_3pwP<UxaST52SEyezhvyH9J=<IAPs@|m<ITR-VK{-v;2PV{!=W;F9eypE>-Hta?2
zMY<%#mj&F2K`2GfK>lBQrE~T@@HW=uO5*nr-Cx1${)b%PSbZbrN`9dX-CfR_I(_l4
zqx~>-Gwvr<gVqCVvQ>r1d3waC!XV`f##^KKxQR6UGmMc-!;ABNlYDA$x{zaL1v>i~
z43;B|c`4GHTJ~ro>ZFWa8(ep7SS`n-+Bb&s`bW({BbNN*IUWFq?|O@o9hVj!ou2l)
z3J(^A$%$?c5vmQhk0i3}z94lx3UtQbB`TDec?(ekslYjP2KuO*er?hND3R;k|J#ru
zCbcl3C&unbI=kxKpaIe>%(JuZiQ7a3O>;$gsSS=uvHc!nOFxTZ4ZCgQBToM_McOnb
znTNeUMt_XloP>lG$Stb=eyWzVol?2+naO1nS%#~Ii3~6ZCG$LJ(;bKVlFhE`0dyA^
z0!++_e<wO^8x?PEc7gNl5&Mb3Eva74t2-U=v;Q{8thfLZ0)e?VHdY+KDyD+P;=0^m
zT(Z~!DSDEdD4HD7{U2TZG!-f=ZSP(r+TeC;B<;x70CWl#Jlp#i^dat5eoj`iwYT)I
zIRm7^m89i8rG#jtef8!9ePvl<))wn&`eOi3V(0v~;hApMnNV7J(*7$i)vO_`Xxow?
zow!w`J0*8*b98AVQCSC6cM*b`&l9vdlbZth?5+e&40SB3A+677sTyUa?Cx9=S}6DB
zE#X(E6|bzeUr{LAyYQtg#Dpf$(CIF(j%LG(WV1r)%6bR#vheD!rh8uN91#oG&6AiW
zkM)A8q7YmBxvmS!X%UqK+vR_gSE_-@O`+J>Y$;&^F#|>*KB%t5IS`}cWY)FM=?YMV
zU`)pOt7<qT-kiH>C5I5SBXZNXfeh0Nxi@&rr7tsuueJhO)ckC~2;7nBeDg*KqmwHe
zSeA$JP6ga-99+%gtUg-GzRXqcl4h$pF~DV7qw~EXx(&cdjMLe+lSVr7FsnYYI#R<p
zTWahsGWmnM?@eIvs}bLOU9Ydt_mK~u@s9rdLPq9)KC1youDO1ZO-D;69PvJ|68BZN
z_8t7C5lvwzZ|$qFg9lLoA-7E5djZfzKMn!WD}_MAh`hJN8Lq~mep2@5jCUWcVO!~p
zG*ByAX3#H4w?GaZa~5KRRq2wP_O$CKFxHDPb$D;CLJMO@;K`tMos?M(=ZV13Mr2;^
z$qDSu+uPoG8)$v7JQ%_s&Ubuk#dapTIqh2l0nN07UqG(hh3d@dp@wb2J5!F{)uET=
z)n^%nGcuxYMv_19ppT1NZ<>*oZ)+6UnF5=S0sIwFD0%-{*;WysDX700HntzT<fL*7
z^M2u8NC5v}a-WSAzfC#z>o-+&E#D~65&5Yj=V5yTB^*1<9_K2W3Bp8~)3xmhtaw|5
zB?tf1{)*|nT%pk93zxFhDpmE>-MbVI%G$;i&)Dl8F}2IA4=)EFWvtgEOVmE@?Z>~X
z{C~*I`9F<1{<n0H|J#4LMPVAf*TqNCYeQAzz<NCO)N&=^)aBU^*91ZM`rN}uMZA@{
z%;e4CbsHaD8jpVX$D$I#Lch>A-=Cs67;2W?g{(hoq;&Y=ZL->@lg~P(2p?%m07IrG
z>BIc|>UbU-8$Y@2T?N;!Y8tT{cTdrxxsGX_C0L;^|M`_RlV2H!7Vcs_P$I7o*3eB<
zKKx5}`RcA^&S;r5ywb^$fI9!r38l2}Bhr4#4o+jzQ@qVfTc+Euh^6?z3yO9?OjKFb
zv#~2v$I`l^%dEaV4rszB0cdej$hlMC0Em3cTvY?`Q5hG)yq%x>m3{{_Hg>Kv;wH@p
zmhczgeU)Eit`SVBno{+Gz39@o4U$LAd_UYX34%GZ|JxAGr>u!tFuFhZO!SN|{d6dL
zUvHkx=8A$QmYLgLqy2`9a-FugaP&W^raGf9Nr5Y*>nRZAk&EsUY8TJl{4xJ@w)~}R
zzbAKR9QW|zZv_A5@@xNXxaGgk-&??bcii;)=mdf6v1*yxGdceWaRi<=D=f&|^7+?!
zl#1xS?^~P>b6*Z{%77d945hlwy=xbYUb0J4A2zWs?Al4o5fFsZ$Ir!oOBmDG|AV&o
zifS@_qeq=_Mn^@XBBD~Ff-s7JN>dEUIH(8+8AU*88AU{z5dk5Pke{L;Dnvj<K$1b4
zND~l{mPi*VF|^P_XaNGGKzi}Ko^>wI)mi^@scS`(?|aLB_OqY8TRWk@KjOkElk=6h
zds1qb!wG{&$=%E3Imvimq<)9KyaHe2xhK$~(oNeah<N>kKlEygLFZg;F3pTy_Dz0}
zCwdSDRjbNG{4dZHvXddN#f^Vr1jSyeF#gRc&<2@ofj7RPw_TKr`VABpD6XRlA^z^E
zT4|d$tXz<?0{$5-^%g>$*LJkJaXdCC$74)v$8wDATz)au6Q2uH1vMLGXj%k$Ga4mN
zl0X~D_1G}Dj{*Zl?Trc#iKX;KYdHMZF$sxvz1yu_eL{zt!=PFf*F&RyF*}49r5iS0
z#F$Y+YC2-Gue-Ea2E5XQ5MY<MeCVc#)n>e^alL8ko0!YhAL%|ZdV(EGc@f|S*KT<%
z%9pQ23TrmSLRI4zB-#ed1Xt!t%%ms8nG4%@h#GHHw7)##@}~$^1~q(Q0R~|G4a{9Q
zRj8e4eS~tYaZR2W!^|sWdU|{CHV~#xUn6}1Q-78Anf~F)Cj<2#`Y~|*AY@Zin<S!i
zkUt0ak5Njk^VE*pi%D6_+9w8;TDRf955l$O#$;J^VR18X^tztsUolRWjmub}6Eam1
zA3+5^)g`bK!6t=APJmL>smBbeB1YTw8kwP<d^2{kKVF}1lzKb0+I)ro+u31}VNQ6G
zDk~IE60_-#4egtm#1kKEw0wE$ZI-&~$0D@pXSv#`2u95Lio~ci(9~$?Qvg&Nyt8)t
ztU`TjV<`J_Jqf^v2in8j_Gyc_$}Ko#li}o_W{@Xtk9KZ(Hgq6r-YmdlDLiuy2MS$n
z@l6~F!B~ucOXKgIJNK+ZzoR=so{9!?@X}Vi7IrU}(pD|?ZAQm>{Yt}H=Q@}b&sBz9
z|AlB<g?Jk;MC;$sr;4DyUqJ`<$GRdAlWvtInG0*#<B<oW#hH?$?JHKIP!Gw546HYI
zd^wf^&)z`!&+2uBSzelPQc!SyW7se0w-20^ak1r?djQI800m`ZqW6Pf6g@R<^hNLn
zRnvrmHiiXjrVi?O8@`h!Kba){0C^fI=t&SlCOjF7-;uX?auP+-=PR#}0RZ7n@3M4M
zk?PykdoFxq=$^I}C;f*#CB_F&5q9Elx93ePrl#&TpBrcqMThcj_t|JX>ikL~FIQkQ
zgn^OL&BqU2_i_1<d&U$0h2qq02>fNh_>t%0(=g~(|9yYgJqau|vz;{mj#eJ-GMd!_
zjj%+x6enE_wt_`lKk2;v;nTqA+DaY8gavsH@S<s^?-bawh`oy^^j^KQ4hRXk9W;}y
z<+VW5XXtY+|4#lZ9>TpK6QV;)-3_yg!NgDg%v;|#M|WAhLa>>*v?hF$Ggs8Y!^K`0
zpDE`XrF0<=ELr5OMa;;!%4P6BcfVR5%*v9OL)6m$^;s?m0vEXyG?8hrL(`DWl>f<*
z9~Q|vaY|L>)={rU74GS;sjJN!Nh<vFPv%z^U{Oj|4*|6|F;`#)cItPD_H{v5-WK|g
zb#~F`y>dUWl{=NqwEE-BwLwz_m>&bzDPQ{(*yy_WHgL?g(mMuQEW2cBy|e#B=lf<w
z#Gv|26(((wsd0d`t+#pCm3nN%y<3x`N2NgCknmJOBpz(9$*|$`$6q<#3~_#$ZQDq4
z!a5JgH<b=URpd66{relfp{@@58R&{?J>EX5K~`)G#ZzSM4kR2rm|}J6wb4sIezioR
zeQVn*lwTL<km-FA`%ID4Ms1AZc_|l2%@7l7p{UnM=18MiEM+o8n-HbaBfxhA5zEvp
zJ&wQjpYX>z_55qbUxhlP!Q5@OrJZtuWnaB}o_NQ~8Y2#F@sazO_+mBT2FK-d^0FW*
z$0n+Pc#0%8|GAGZGFA@i$$4WosC9$8pEfjD4hx>G?7eTRC`R1=>GnnU&gs?Z4GRjt
zQX@{u8=im-q6^6tS+<IdApEa^tHg*M!qfR_&>oqnT{-LJneHRE5A?|L@9aU=F1@BL
z`8?}nA(8CWKY;?S-lVXR+1aq3Nsl)Q#Tg16@)(D*n-7&xlO`*}ClV81Sn9O^3A8I@
zyRZ1-EY2=iF}0fNZb36l4XHE8a)K112J;YcDUBno#Z3|Gn_ME>vLffXBW`|PZs=h?
zhEpLza4jW~*R};~(p+2Zkr(iWwFql^>#a9`4Bp9Cj*os{`2>CLMu;&@Fldg}rmc<t
zb=!O)k6ihFysES20O}C&kMFoPzETO=!Q1n|u5Fl==$08e*mDJ|h>g?;)~3`sBh!Kq
z{3uo8D#G^Yw|ePu=`D<1W8&1Q4X@OQqZf|uZkzIhWvD7&l_L=|6Dhg<3#&`Rx*CWY
z%IeC=Zy)%w3&pPaA}p15QvJzY$#X3dOTjrbG$*&t6B{>?cMh7ORoX3tv8AA5d!7E0
zk4fn+hny0TTaY!Y6q%Yt3HaJK2%l#zC}WG>@g$+Z`^=RFpky1wGZ6y<()Rh<*i@eS
z-!Z6oU2~};L9OU@9Y_>cgfjGHcu{Lq1ks|<b!S<`?I>blWo;W!InVWey=(NWX$p>z
zMKwrI2hD|&c45zzf}~koJ^LiBcZC-^?j;>?ne<C()n7q*gA);HHHjBy%N9h_rDbi?
zS!vAO`kNq8^lqbq`#1<>lO}xq4uOYjQ$rLgS6)jD$Og-3`w~a4@NE-@r$=IBhSR;-
zgf3Zz7Le}vf(doec=XA9M_cO@hCuncoze43<q*mbPc38b+x?adQ;>YQEh8yk0+(0v
zE64<e7m+&-lVY0{PcEOnwgXX9PPyB8Y=CzPt!M60Aki0+&}XB=p58eLGE#oem#=5F
zfIKgedlXdL)0&y!<eO<0TWK-8^QSB>Q)&C3aynmmN@T#RXFonZw0V1WT=wlk#d{I5
zh!nE)-nYP!DwS_TIP-`ZQ=^5zS~b<x0<O`!@^8Pf+3lk&;vj|@8WH53v;z$KztiE!
zGE@Q9Cz4YSG*5o~{KUD`{k0wFMvxOikM;N~?x~{&C*txVnpTynTkV_gA*ZbDZK`W&
zeaMewS}E+)Y9Doi1YeVgvVjAKvQya_h4s(W)I9Xam9a{|r_J8PezwwA+)))fF48ab
z!w%(&>%0ccx}&hWcc%mGj0Nc+xcq7wb|C0rMjTxl*WvwUy6ofgX+}{Lf^XI3bMa^c
z2nhK~=P5WX3D(nu#7cv`FbhjRsZT5^XhU8~<ADb>Bkv@0w8Wxe5h0p5sbr<1T-(i#
zeF#rwEBe|y{LUBlNyoBsJ>;%6B=zqRw&o5S)*h@(ud4cTsu19w3Yk$Ngm667|4JwC
z3h3nuS6G8CVRzZc@8C8cu5!53XDv?3b8q)iq~%5A-7a2A_C3hxuB@z0a~9&MQ3Z@!
zR5GVKx}#a`2;TereUV^U&RIj8>`BjbMYC^++Lz7y+-P!(4~wtWi}MyN<I*sHT+=aU
z(~K_lDKQ<I_z<yf__A~6<Z<y>Zcm1YjtrNilDx5175`C6O<1=BLD20vN>iDHzK<Zy
zv}mR$W9S_4&BFKn<VG2I*$PFk>3iFak*v#^A0kUp4uq<LXSw#<CP}QZ6@kLNSxDZ-
z-Iho^QeMMD#}s9Kd~wbCt`u7^W24ozb5TR(*j8TKk9DULVohB&=?lXX&@GAIC>4v2
z132jF;n4EoaJYqGq3hNsVLSVj>&@0k8^j#1s`83nxq;r}{4w1qGyA${hYgFE!=mrj
zCKAR0$qqPD*h_Z(rIB9pp_F}|@<tF0J9mUOgQrj47?WQ`Z)3Fohc)jF<t$ORS!<{G
z;6Lc5Za<rp*S6ywEZV!Og`o#V^g4%Em8-ssTbmxMIpE#iUOAzbC>m9g1w%c3O3R2`
z^l~xwRv@Zr`EEC^z|ST5jM+nYc#Xr#O~tTsYhpZwqxkmcjUBWE=In!<SsRoXZ!Sy6
zSGL7mFLvNQ{bqQBPqnE^`RA;I9t%)-7b3P>Q${=0uaxa%ojQr$>X>`05DZPK$e>4o
zz~WOP+L+1<f8u3&7CGT%Lq<}R?Fx$&r5L&5O1hk#fjIXXWmi;F3OX-oYZgm_?2dO4
zEZ6kD%QZpz_FPfY`|+_r#$HUy*C81kn6Rw?pi;YbH$Df8*d;q@bOl^ikW2LXOI*94
zJA6ial~9^1dR1l^6uQ8nl$+x>rm6ULkZyrf9elW{ButIEe(QtcAoUsjxKgtEsK>Ys
zH&Np^od4*Ot3}eNrKejL3FfDtDO;j&bq4$Ao|pL-AL1BBpQY@p4+@_|KIWP~z9rf>
z@xIL<${=iY;#Y1x^=OQSHri140!@iL-p5&bU%Zl?ZQO*r{{cluS<h-|Od+1DyZ5s^
zL)u;3a<gnb1$*z56qR%&pFKRw2@U;*>yGDN$S`+3*fMIpT*zJX>vI57A}Ps9?nYZf
zKWD5njrxi`QLWx<<5Q@$t#u1!#RKy-1MXcR$~Z2{R2{5c^e4o3_TLqxnlpfscuA>_
zh1FD6CvP=~CW64Ac0BAw2gR2PR{X-FFxHjF!&0~A>&IWFn#g5DCfDi9U6lMEE|)9y
zunu5~NLMJCMt5{CXfcU<oH$Dp9Jqos_JIBF`965~(+{-w%j)1Yg-Tsf;(<xVrbWy4
zhXT)iGEZ{V-Bg$KE8A^VG};u2z&_nqEX1$Fy7Xm!g4-o-E}D+e`3_7ZGrqv}X!+=0
zM@O%o3tZM3e5Lko#2%p1wO&LshhIFD-fR43uJ!ujKO{22wzl%2aBtDd@^t#(&BI5X
z_J@VFA8F<lJC%RV{iDZ{bQpZDTz-RpX7b0ny?9?g*vqnkPtEV2oRTGd)q5<AIu)WE
zxaauPw>owTdw#DQG=GtBP7K__ZMiDRi{4l2`(ZZ0kYs7R!M<~QMrEI`YaY~k)?dfn
zuv&RM_lTcn#29wfB9bvUUOXgb2ouW0De7%epSX&_CsL1nhf2N*e3G<8pi)GvIQdFj
zQt-0)Yd6%A*6NSGo9<NLvO9x{$$Gi{$w+vN(27%Twfa>CDz+3+2BM|{%=P~?YGOs%
zLmk|l@0QoQ&fusrBjkH36S`+);+^j9T3K$rtwq|tjg^&YP1yLxWLr(1Xq-Km^A_3t
z`E_5*INn{`lb0`iUB?wA8rN@Pa<<!MpYb;Rhg#r1a;U#rl?)=rtmfyR5IvsUdz9*E
z2cei9-@GwD^(JcM3R-dJC%O~w<$*~K$A)(i=$6QSx7vW$9P^9<%<;y1i67&ihqOKT
zXYRPp3cv4GH|f;fv$Rrb7B&4QbzP|<bQMRf?EF`A^FrC=xm8HcvHu^WF6-w|nqqTm
z3u0Hj0@<=pm=G0~b*L&eEZhIG8!n5+T21jC!>D#8o@J0IVC<isnV0~o*{cWA>5tvd
z^oBCFxr^Id_EqJ6@E4YPqYKB{?<?<J1p4r9rH2N158~g0nHkqFLG7?P>lhJXrCw(G
zb_6R=0O%#Edp<9n+y-~tv|#6a#5tP^Y=z)AqJ^w<G2tBjsM+)sW80`r^s2j!?|Z*{
z_A@YEc3n281VXyBy|ZlgVDqU!sHb^uOIF|e5R3ateV$rRhN74`yawImHenqVQ617~
zHpAHxzvI`x`R8A7u8z;FTD%0=$g8P)|7m_~7l$j10LPS@;aYmo;HTupvbJ(~nzv?Z
z^`E2({sGsNwG!oxjq^kcF6D{QsAI3-Gs*evD)izTnEIa-#xdJ6A^yvsbL*Mt5hzoc
zVcarW9Ny}38F{@(_k>^dJ%@w(Z(igW`<ox@lxH+~ldOOU%uZD9_I8CT9g|ZM7N!dj
zMNIE*$kozW&#(#BR_^K-OCLr8>;Mz7sXbVw%2inVxVaH?7dWL<#iFeykfa%gNL98X
zDJdGXgVM8@Tyv<F7iBQ`_-tGe%GM~I<Gq$}op<NWE}O8RA~(on4b-;=s37`g@G_>s
z9823<_+fX#>55s%i1k#QP%kYv0@++ecS9$@&Qecn3}GotUk@B6FCr!}B9M&!5isZ+
zMnz}7<5Qc8=3!r9aex&lNX>@iqMDDDwAp%6XL!F+lClqfS9z0;R!BgyL<!MJ2s1*(
z=Jo;B-{jdq=%|)U1j{DM>XPaWe-~0+Iznlzpw`$Ner=)Od?PYC+RL{jV%v{(9z1kh
z_IH7&y&bpx(c0enXJ2*dWd}XS59&1Z)p5cZnoqzC61-bxkk;tzJH1D)XS}ZF!!n=0
z9L=hZ2x-GZV21g>^}-HKSw;87fV7MGY1&fB^onc(S!s#?IG;oj8I;6&b}R6Wa1+(G
zJt`Wrg%m}D^lW$=N}VC@WS)CKqg2Q(CUfd-$sO6}gS1a7BP=*d`8~KuM)Yc?tn8b8
zPObfVq^;5i%|4G!RBlS>MOFe%rp4j}2y+Bnbr8TdprTQp^1PcSv&(nB<N}nf!`#aw
zGNd?elCp#mu)nT7s;$XbvUDBION1VpWQY)~oFs*`b9>ERzNRNkZ+Av+Hzv|dUc_fS
z!>b5Nw?<G}M%tg$s}>t&6!?csxGmPUKEJCd@SHfi(^dqdPFP~X=4S<}$_C_|3b3en
zmUU@hwjOtRsg78{J^h7zi2EF_FYYK3Yxhzcg>F}PlJxGe*QL>%axlstjjpMXB?3X{
zy&7J`E9a}C2>rvYP2Y-wR#6j6ZH>Gt_ik?oav7J}lzG}UZ58dO_i}X{HVWei2o_ZH
z7RFp)$>xZY1K~=FiLeN<>3b`9>h~pxUVE@?o+<YO3v%@T1ReEPE>C>(>s9u)O>9x`
zGY)So(>^QX$&)c?c~qZF5PHMA`FNtMnIkwrxr)*;J`fe=-sXDPz$qUlY!6}%Yo^%f
zkAP|7zzfsEz`M?%_>00=H9jjg?o-hxi878N&S)M%Jq|P2>e^gTA|^G{-JA>AwXYs$
zj*nbh+}=0?o47?KZldi#4Dk`4f2`9RzN3#~cPY<JZ__5i;e)9HZb|X|QyY1t2P@dm
zrUlED373%q%R7%Dqa`_bk?IN_e6d4OVP%%k^nW9wPPTUrgGS0IjNwwJoyK(7(rSr%
zcwumDi|n>pl&GP9rG&ZK8%`2wpWQ)jk?g<F7X?l#<u54XXQ^~oz^tt=la*Y1a4p(d
z0|U?jvRh=%ksp|*th+io6rlav0D4&uuh+D)CBt@(4{8icG@}8I%!L0~CsSMP`x2#(
zXRpGmPE!2;YjA9C0tt++PfI@4Eqk9&vEwR=h@mHJ-;YS>s?DqK;O(IoXuTFn*^+WL
zAht8-eGT4S`u5G(H~4^!bQq(3r`ES60fRkPFf3NAH6UH;8q_6a52u$>QH#)<$sv3g
zUY{E{L<%<G7p-czyo$2I=iu_Loqzeh08dI=AVcc=KOy5saO1+<|0txqx-khycT<Dj
zg9AV9Ll7JmcvI_3|C>~?yQ1|cWpULvu4SU_?XsE#AQ@Kung50s_JKq>ph4B)wpI#=
z1^BS2Z50~`R^y)*U{rVqknUd~=ut@=If)BF#D5OoS6JH*W*TUoJzW_mq?xBn*?67Z
z>_+7Q`dSMeYdCqOf}8k2*Te%Ugp^ygr<(pQe*%|Dg4^}ESilH+rk!^tG+uwZ&@LjD
zt;k1)lL*~eM-~x-onLWrvAVq_IdmOfTcKIzKslOd|7NCgxC{=ALKGhOXtL^#XKgo*
z8||8wahyk2Mx`|Z^}P3ojoD7<FT`WtVbJRszxR2C1^%h7DgL`7(Q!pES%&>J(hLzG
z%FiGKFx)`~?ZhWjyuO_D*@H%>cXC$)mKe2&)1@)lnFIJs19BNYay*T{664Jko)&L-
z7u`7JuxWY~QH|}~OFkQM`DOwrc{8#pV;~G<;hLB4%UfbNR#&i=8a{5+rNmBMtbTG2
z+aa?IN6NmVZo$ztg1AP{gCmCSZoD~4&`|`WsEFJxEVjeIGDIof^@$ul=8vBv>I8DV
zT&8YUq{tp+&EN>@ZaQ;!aqyk833SaMdxYLd+93{c;!eD*n$YrG4%<3A5oeVUL)H4`
z0Liqpp20xt{@_qn5DnO9b28K<uA&*e%I5?vQTu8PzM;77>wy$t_m<8>pTsuz(r1<{
z4_1Efy-k{t#Ye^qgMh2)Y!x+`0*l+`yUnZVkrnl7q#&HpCEItc=a<V7Z><4vUS1K-
z*I_hgsVxHTZ916i3=l@{+Jrmpg-daip@ffm2rA!|Qgy;jzu#U2@|AcUy!_Jz_He<Q
zTi3Ag?ASO88_ElF2$T`w+hU=|ig<5GF|6T|*HI;H)iG<FO#vb9^G@Sl0lP&X6@_-h
zEgj=4<8XXAHGp!f9lW{5iW`=J5`+BM;Ja6e7r&7j*r1)7`mM#+v~1U(s}_=Qo4r%^
zncmJ6x=tlm6Mh72KDup?_o1%cFWP6iVH!I(QD*DvZ?6EJ(`p<(g$bJrcJbLKrg~q-
zeq5tmAk)Xzj-A{?{k0Ha9m8-dU*_ywDbv%vrGp89c({-I@7p@!H*%eyxxXRyfa!+c
zu0d}g#zJLp&k&|dtz%3+aPu$6UU$tb#J!}XDPGM7-@>2=a`Ei^v^h)HN3ejvD(mJS
z>vj}@{iW)VGU|r+Zc}3K$b=Wb-b~O&ki;PVNx&79iNi1FVtQ*`WDc17R`PA?BaQkB
z^jswUkv@0%6LdQ;)6rN6W{9`vR`xCCF*>V0HsF+4V+x*e_7mQiHNnSGiIlTU|8JN;
z-)D5Z;)o~N<{K;YkX`K~MDdPJKPM!!;r#TazG(G%aI_P8;>o=hiM_&5Fl(Uy6>t^|
zU)d%%`t(K0`ZsO628fhyIfaSq_P;w}pnA?00n}slSQGVxK>6uu$gdHJ4(hF2ZVSui
z$@`yo1Qh&DIC!Wi8PG7NsjKF;tMv%71RRoSi?`Cewwxx&5g=m-^G4IV({ol4jr)2B
zYr%UGKwyr$p5=l>=i(Ke&WJ>f4nb&)Z|Z8!mH=&$f+hbHYA3Oa*1kS#U`z*f1N@<f
zw?kVuK&Ys3_><mB#8#}9_*&F;rtB4kbg?=;$~T!s4Z5}H%V5Fc!E4q}VJ&6I^qQg<
z8!lYmzew}qtktq>`2C};{U9Gs8^PN^`EW464c~IB;WIATpJtEq+l-!owIpc4UMhwp
zAmRv*V8~04QB68r!~Ud<gF7ZOH4I1noSkAbJWnaD7c`ia7)S4vTlX(LTNo+H2o04f
zY#gh0n|KXRZA_oTCnF|wRXeC1%2Ir!OuoVAY1=H+tI%-(m5%o-dF^h*i06M!cRqY$
zmo8vD+fyU1!wrYWZT#LZc&WrS3n>R}@~p=2delh?97zJH0;O$ih5PY44gRkS=M|RM
z0tpS$+@o+U2e71nlR_uQMAEi|Qt@F#NY)5jb-fS+Yl-b@Uf;19kv(qJi!Yn~npr3$
z?rKp4Y*?hQui=xpr@BwlTKKJa7n^3~ey+~AKU}|;gGEkh1bJ!5Mgv~<8SBJ!;y4XT
z7EhAVhZlkQHnn}Pc#hD)_OaP3H@V+}m6bP!A`r?QoaL>zIBn@`w59Nj<?zFn=QBhU
zF8&K*QZ3i8XQ7pOj5CUNlR)1Qw{f)+vjBXF-olH1`tURY;wN++<nZgmPw%vmfVQOV
zJ~&T~rI$LUzh=#<88{Z-UqG<uFhQ&(cEVqNwaAu?_<wfHowItW>h<^Ox-LLA%N`9H
z{P8-!K~wqZK<R?g8m@b_lS`eXKHo3)_BQPs+V$9|#3<OjuwblvYw246fT?F0j2X#}
zla2;H&|3t(7-FznFMtFoYfIQ`it6cSr;R@@P#`<^?hn7<EyHT)IuI(vO5_9vFPf0@
zS^p?(en0>6HG`BkAU0>W9tZGdUuN3_v)C$Wk!2)C{kW39DRT#`1JI(Z>}(+2K#Ud_
zT=9LJ$y~5Tv9m-r3H68buxG@W9KVsUWpXOs_XDmF`I;GRkEuGngqK~{$qjcACGjFO
zefy8B;!y=mx9~>9Gq-_`vJ|_Iy@u-paW|q!a4iz!;ZHM$l?yLi4>pfUi;%mb>_D_h
zlE9;y0RiK%CU%vB*fV}P^Sl4aeQUC4La-E`y%;Qax;Sc5b`N<{jjl75PCOXBu-aAu
z1m?rg7Pn8e#Dd+0*D?2)E2XNoybTGzJqN17Ud+yu*Qv65(P1eMtz6^UF2`nI35D_<
z*C#t6+ZI?~w)>&D&&S&Is!2AtC$^LdTjE~;Zfez2GhU~w&@#DzQ^C)_!u`E}V*lWZ
zfUtu-7;W%y^;WJ{ChIlH-zGeq59%)*ptF|S7QF5s3^G|;O1|Q(7ABF99HP6c_L1aA
zasG=VD|0OS%3kfQe`8d<MZFGNM)f=P`R>RaZs(#whphH)4~rV?<9{b0MM~4=@k*!0
z7%FSUmYvqUDVKOvpE=u7{Z3EqsR}wVMoqkUT#_`S-^J0r4K{oF0QLi`=U@K9G#tvt
zBXp*=dLeg4WX;s_ND1;Y#S@M?zR2anOF@*$-5+cJCW!#YDV(TZm?C`tShEefvG^Q-
zPie(Wh8ie3zNr7>?*-xA$_@8}NWrj)nDEc%hKhPZUQ2QiCs3|jW-1sW8o++`yLv9-
zw;XL`{M1Eu+=u55m>O?U(m>WSBeC8hD)=4yLb<Mmt2x>G%UPm_F#IlS+vT%K_XvDT
zw9QaE-t)rhJl0D?3-+!Qpx2Exb5*E{_LhuiN!tnv#8D1?PfiQA9L{TagRfiP^aQ~n
zpXL;0Ke{OOu-VgeMes~XwiyIeE-_)U6yi6bL34im>OFemV(U!i(ChH~h_)5`6wkv@
z4X?UZ_<d{=4+YFv*6_R8<o(}64Km%EBa0Y;H~U^Vn7yQmXp=IIM#n10fyIi}8J6|f
z^=lG7d<|)R=uxh$=C7JYZ<8DIU}Phj+;>V#k7d_uT51_(AC+A`w}Lqkao&3|Dd(Q8
zs0prk6?#{mp2pf+P0#*DDXvfTUdH}<s^m5HgXpUC-2XR?%>S!!=KuN2_4mJTFfaXY
zUb(*_YAf2VirhCIgHgYv8~+)<d#l0NwtI$K8l!(LACOyb$n?$6ZK&wP6kwv}_)bRQ
z9irh4@LBbbnt}Vwi>Kz9{c_*nsNcc0ZbgYJF7f&!XqswYOk&S1f%~;a`J45}4*eu|
zjl+hB(l4VgNlLZqhgqHT6VNJ}F+|=F5v4p-foI%Z0)}ntOU$07Yb796*pc0_pOxEr
zR@{2x1tQB~U~>){w|RLY<pVYz7WG12xAR;IkcaF?20+~3G~G^Vw|t#tHJ3CwzHi0d
z!P?a}zlI#6v9!b-(mf6oel{4L1Oy`-dhhu;pB;T?)3xKW#W$KpZD^)Lfonrz5OOvB
zV;x$?QI1En&7`wHO!!W>+>!#n`fLoBsv!w+Lx?7m;GuY7@Ba>qZ}5@Z7eL+jsNOGV
zLm@uz!fX295jw*Kf6Z&}B^uYI?zLGLxT=%l+woN7H#m2^KvppaefneFo={3`G(f%B
zbyzFr$)K#z&!3-8{Lz*2`GK%;<Cw<I3t%EnU&`cTUpg0ji;}q5t*YVKrRhtdl+9#V
zKzO?F6_dKh-zD;OMiIo=k-q=J^b2G;=)Y9VB<Y@Qved=HTZUvx+x+;;DlFZILt%=b
zIT>-I?CL^6vHVtFI@4@V;0$*;se)+8MMvBz#VUvktPxVH!S_5#((>IaFK_iJKPB-U
zL4d)@P=Z7QYb$$nRsnQ$X><5#((;dW)35rz;%5B*$u5`oAZ)lrQmcU$(r9{$L}sBV
zmIL8FVn{iw8T-xj2uDgxn?$ekj36m@pA%+=nX!hhm)kr<nDkIW8L;m*nuk{@NxGZl
zP@KUbwaszU69*cdbGUbvl`+c7(-266N?@O07cZ}@081!GF6$=mr2*fyP~fW~3<n4e
z2lF?+MVM8&(R%3v*Du<$1ZU0l{&EZv7luP!5_`i-y^B!wLf7}-4}7lV{~ISG1&{0F
zg(8m9Qc~pX6&gL;_-R#B4;6T`5@-bR>7L~Cd0AY@7rsY_Rcb6;cYZf%bvhsA*Lwyk
zBl#H#I_&NP{I;p(RN}93vZG+kQnZS!J4C4xhj803R`<zuCUKWw4#kv|EdlC8@A?G|
z%81w5H2xE!?^hBi@-o;RT|BB$&bT2U6iXIFr%nZ9GVNVPXQl3CJz6_Qcw~CvqGfAO
z0Vqyy^Zz1=n1~QCp!oB~Wb<oycfu|gUbzpx=xI!gbOdJgAlp#@9zr$cya&&S!qoV&
z?pJa47cVnQM^Z^ct=D`lv-df41gY{>d6Cz=@tg9-UxYGv1WTeCt0qN4SkFunC?#b3
zvQ_7W>-?p^+pNgAV%C`W5~HcY!+oTkDGths!Amy|!D=Wqd_Ag!#YfvoUpWn(Cgn0K
z>Z`8oK7s@y3eFuymWb7KfJt4C)$2D5qiO-&PZ@nK<1)E-$!%g``M-!ATF_J*yxuO!
zP7B5KlBC_NozPNrVh%OfK3mfeF?TJIM6YewcA4S8RpbtkD<(_VMc6kN298ec%YB=k
zIn$w>=twfG&gX*em54oAvF&8RrhC@XQCWVzwsz%}34q$IkWPJYgNT$Cw+71Nl27=u
zMUl=j*y}zz)Zh7fEq}+&B$?wBB)u-2s5IwW#k{w=fHgaViKwrc%q|s($*lFfzSe1G
zWl55E!JC6Ta#6C!Xvh2R-{P-thDFT{%kROG59&sl10bIy#3}`9%ZEY&pB=$GT2of9
z+H{rj@Xol)R_EDM<J0Wqzxn#4A`G{Uz(=e=MW;cDUS7N4#7ZF0KHMeS079V#U}hQS
ztH?oh8v3-d;k12a86VF)`S4~eYuQipejQk0BgqKzi|7^8VFkcoViCP-4)gR|ZaA1|
zm63>3VqE*N=ys_HJN!|oy`NJ1*`5<$n<{JpX_&#ye*69cZId1_o<-s!#9Gm4C3z~>
zRq>8UEUbQsyip1{@6S_Gc82yYqfLLT(~QV>9yBvRYb^|xbzpwap|z!FEP=qXbgTIV
zP=*=blI$4Q-kLFPep+!EgV=G|@l%+9v~Z_A)pdu{VQc{&MF{y;fB3zhaErI$U<&U@
zd&@|tj@ROe+_fF4$m6sbKI+E#M3TP9B45Owo+jQ{_-D2mIkx609}vNxsihRz%>h<!
z$#{$0I;DlI!rMwu5d2>KthvI}3FWZkf#9nAWlCPlCcO?jHG;M`v+u@9JB7V|%eSgu
z>>&t1%TdW0(7kW|ZFn||8f>#7v?0{CTr2(r-FU4zCyudY(e35y>Ye(EkPE=^OQe*6
zhgpL%bSLnYLD$8gJDGHP!setMkQ>kGH!BR7rO#p4KX@)Gf9d^HjB@yt=t^Tf(5*Vn
z&|COJG1h<>41_2YalbY!Z3}zFIwtZiRWty>mS)Z4jd4$r(jm#HOuxlqghaT(6+P3X
zRi2bzD`;4{JhX{*SeT~l23$eRlCk&yZ92(*YH(&QIU_c49ABrpc<;#fr*ynHgu<<i
z|155wbggkey=>R)*l&c+ez-mHwY$z)hOAvOAzG?Ku-}rF>DgbL57+_iWMMUmr;Xmx
za{^CKs^K*QBPzmEQ<BQ<^!>cw^HOp%@434dw#0Q&h`twkJg_oYd=**=7`j)>!FiS^
zZ)SmWR7lP@vX6822~*s;OBtOoO~#K!Xz8Uar{q$l*x>r@ffA^4quv@gjr76U@7$cb
z42m*@_0or)lD)SnIs;@i50CZ&l=wUqS^L;j_VrGn;Y~gdt->9L7-Nn32W?dd;CB;l
z=y#w#a$^zd&zdO#R#xg54D=TwGrIUPTRJpX?-PUvni-3#=!0AEzJ;F1f)TvW;f8d?
zsR>)!vXf}SO9B-oW#@~8cxXG%%hsj%jxVC|J|S%li+JXg-w8zDr!t{ahR-dF8BgKO
z7?lZ)idtg3Z9TGlV!~l&DeC1z2SVBYq&_geH6&3O?f7=LpG(l9VoLQVE^&hD6SwVu
z$sPoqaGkbKrRw7QQ3aPFPtm>~0;&lJVNmWTyicO<1gC870jOObfvOS*G?HXjMEg;X
z@vDFH-PuaDk#@?%%b~mQ#lr%^m!RY5P|gl<pU2?R`QjXy5c0wOo3QHs>s+0*nX?Qz
zUjGfi_4+AgCz0TII>X$2Wr6A5;!m0EEaS<o<J;&(sgnCPacsi-fDwj}+7zJWg4o1B
zkXY>6my!Pd$cFK`%9tgm`ePKuNBmEs+0cL$a&h$WG4boNT_p<tl4s>s7k8Qbamf`N
zGEtdUtf$!-O>WgqV(jnmR9rzr$$P1(da@_}Hpb#(eV^Mnf(jSYcF4O^Bw&|PQ4Tgx
z&GsX~O<0toI^8pkb)~Vs?wHFULQyJLO`^$Fxs)?I#I=1`^ZCRVi>MK&cW&4x8Q{F?
zP?nfV*!+0cE>`58p#?V7i=?x}wAuLhec7={xdLL>EAWIe=}kY@?T)B(={GDc>Xiu0
zX@WsT*Szwg`9vfF3@ZQh%)=oFE3QkJAjndnPFOTTY+O0mC5DAvnC9(PR!KCsPGmE;
zjEdWzV(s$++$PqHwJR{1N>my@ddedFg44=D*V(IM99ZjAdI1+dn%Q7nBOD6M+cgge
zqs34!%|7gb((%#xBzCd!qx$op!b??;3=_Q(s+;Jqc%9<Qz?QgAL`o@)>^v$7-+Olu
z?*x4+{lpBANNk0kgpHP+ms1CI`jo$}glg;b$-TMC9UB_-V%~e@uPi?gH)#yPD;dK(
z)$y|FNPNw;TXK!q>;!4o2R9|M9Mu&%8IfE>FSAF9!-v)&kBP^)nl4c8Q-8PO?%2ZO
zv4(C5Jy5?dwm7tN-*0jFj*8B+e`R#m>f?!Is$M}%)}t$bI)b)9ZFN8QxcDM2T=1H*
zMgsH5uf<eA?|)J5NuF-pM|d(FHB4^x$@VMNd<~v#iluHMG5q+K*`252dc2_rT{DO?
z!{(q3!J|=naJ^t8<)lipRvNy7!C#H`B<OJ+3&OHTs6PK82&VR<P)aa<>)7iMDlprk
z+`B13JWy4vl_ur3Uj3$aIc@>CfDsiQuWlTk$QOu77r~#m)E@?upChgb$k9-Q+E^Qy
zF!wXo)=gKB(Auk;kVMncJ&SuPJN;CFSpS6Rch0U(St4^U<I~!vPDCdBqd;7drG}P1
z)ZWb9HzsDZlK0p5FRxu7{gWgx(KLU3aK{{G!o%MpaF}vJeFiO)({JPz)MZ~hAL4pK
z1Qm#l+B=j6yx0cbojKW6o~}r!+(CIY(%hucwOs<O8xnmbvGa#D(LXy%Ur2nKgzYNq
zd<At#p1DNe=u_l~v}VNr<hv3y?~~Pfiz^}I)cd<>jb;>C@K=&0m?hdk{jV^ER;Z!>
zv$|bDZIk;I`ERfO0@*!gTR5++TScUw9mqp0ye@gN0>rL}2$>FMI`hXmjI5f`AjD*b
z?v*J0QtgdMCzMsIxUXi2M<`X8+36uFv!HUQKZxK$n>d!bUh!E=1kfIU*bN~zzfR$_
zRpSpJCOSr?0cEg#8=pjLEYuQO3A^VPG{nL9DbK99YoMOFrTFF$rt9<lAO=XJEhtpV
z%&_};*!$Iri_^0Ec2AX6xK!^Z)6(aqm?`RM<!;A9$dd`*{sWzo-CtKS#(N=R!LW=9
z6r&7=ljgZ$woTl}SAGazsj^71jf-d<-HK*<6;D%kc5C`J2YY1tEbn>=y@foL^B01$
zt;762qq;KOdcqaHMe9+^zl)!(*WemTTEE<<$OHQ~FG@0TxIfWlFSN^HA9S)JPWA-E
z`iLetUZJxgYk?UCi6{*U8*h$U{cm^<0~QdDt~o%xZl{*(?aM?Fyv6R*nMe42mxd=%
zs*K#%rFm`2o5#l;Wd|BS{Fz*`1M17Lg|*9)=((}JUxW3WHb={Ux}oHfjr=LU><y}<
z>>X|p*66PU0ZT5IMUBoCQr+r-P{tn60~P952D#bl%y3gaFpeUuUvu%xTe*eJ<{#&G
zM{n+zn`EcqL%EIXn{^4#)rV%A$#B_oe6_P(Z4w=&SFjoQ2ngUf@c?f_dn;5e3?L;)
zPDije^O=D=WclQM-4GbPhf^T~HoIU*yQ$`QNS##=B&WbR98^`4BBh}?HdSWm3yzx#
z!1N$ZdKeX8ECA4OFW7ISi^-W*i79pi*l;`y9aeDr#ju32I34RCgAe>zmnDJfD?-5%
z9QrSmX(=NGDm&=vP+r8*sdLH>Pya!tE=nR!{su8aa2|mhYdJUaBxcw@I;3S0&Ooxy
z-oiSG7p9`9JK5S0vEO@}+=USs#it+UFl!TTFqREDp>cK0(g!{bicc!}*n{u2YHZ!2
zgnM%0)o&gQ`doy5+7uG-E8H@9xR6R=0YQRO0S-`GORMz+@dm0<4a-BC+w@7V6v_r?
zmDMyeyq&PyZ$gKL)!-fETe;c~uy)ttpTgcR&n3=|N$z@{f3TgS-)WnqBN6K4p)iB5
zZc>xG%j5rL)PahX>MK@EH=w={H`uQ2ILHPU{E#6l9@Z8kI&pC&e!T0h<$k3s*YDaj
z?K|$)?651>BrGQN$-c_*adJ`Nbb@+|*WVtBDqcxWMl?Wv`ixaFOIpp)x_6#pfH+f_
z+_o#ZibPM7MsX>vy<*mvk&W@jHxdoc`$XJHR+W_ns}NL15kspwSl8USXtWE#plp67
zc<tSs?bWaYkJtSlw7lKwwr*92hiIl79uY^5UZLBmU`Eb?FjoB7XWR>l{Fm;Kp8M;q
z?RlKIu+!8f5`3}Q{qB9gk;<IcDGn7J%yqhG2)f!;>AcDF7wf72L6`xduPRj12a_}&
zA|6y~{NpOf^>X<O<I_daT8gIar*KWqll+GgQ}OkRX)yJ=5=i(8a3PQW*zwb?u%XV6
zJlD2>4#95`*u4<x#Z5u0<4YGTIso6z7@onGi5B|bZkO2BW2Q3k%|fqDzzL;$GsCrP
zU{Yq*SHGIuLI|*QApZuMQ^71*2D|PTZ8W>T>D{S{uqk6rF-^VY^2Ea6>QHldzQ0?j
z(}J!3&`Nzfl7Zzwr5;c|mBpX$(&<!0{%-2)A-5ooOn~e1s@JjlWc&f`l@;YFZJW5S
z5>YK4I_!k!Vu3@Qpy}GY6#ZZv!PF!oz^q+I-mqkM?-|^zBAc~}z(dD=CSKrWq_I_t
z|GD<P8!U;|5tnNi$N$<i#c=2|l@OIpo3t^s5>VuA;@gC;2P1#I4M#W6F{ESdsvIkj
zR88aBx4fP(NNJHayx}Fp7MuTASLuE`J~;TgMT+JfqTNPZ;*0aLK4m(3_z`2^Nq#Q%
z!`BL*hc5U*rI$B(mwYGBykJTT>ReU!nOl;O)1_yhwwCiLed?yi5u5doa4{TCsPdPJ
z=;(`wzX$vHo+@u^V$hMsIzw<1?6v_ICVOPuo@f1)7yG0anT!0;{M%ji7jqYU|Fn>t
z2()hh!`o&^X6~B3@f%j?l-BvXIbA?WO_S72IoQi~E2ph_fvdNrxz!z};dcl@6veX~
z1*m(9l!~w@CqWTJ&1VR>q~pi8SQ)fL8-7e?f6;~xn$_$_k}f}N!Y_$cWgK`nK{<tv
zv?_@8Zmo&lf>zXZ%1Ub%p<CfQ#ki>?(7W?@VAi!Ttf(U#L!BBBA2u)YLUqhE&YiJ5
z2#}!wqWH$;y<u%yP(*K>9jYzeL#{-y^95PG5h={GL<sM<7ZKG<BLZUfmWk#9DrQ55
zupt9Dvz~ydBB&Hj-cLzZcwg6OoIq*w0G6>uU(jJp?W4>`fGTy5z+iaLN1R)H+r=7w
zp5Q%oy3iWESC&E3g5!w@sV_KCzp(RD-zq}>{Ca}=;m|YuqdGG6drdAjf~OrHB_ljb
zpDWDIep&O8!uw4&{XGATr|xRCJYGhfmi#GnIYt$ujdNq>8tu8MVdK*0yi`IF%wcML
zCtlT|c+nD9+7S{CFAIkqJ0pk80d)%ASd2(u&z_9ia^$6ZoZti8_();=V|V1*l1#fI
zTYiX(8eU@I4)3(E;p2OK6Lcm>{BDs#DnB>ab@x?zoN{zXaWKN|YPu~|uyUQz%>;4m
z-EWn@m8IjHI%><SE^t`<=n<t&rU~HJ?)@>Xn9}dzzz)mrEJ*R|nOa&X0Z)6Ix6Q`1
z!K;5N8&deoW6f1Obj#>gJ9{?jS@Z#Ws=o4?BBcXd9t#<bBKQSRA%H#s#jzMUqTTiR
zM9RC5Wq4B5k98J{Vf)a}IrSk-Ad~@z_pmR<r@)Vngr}$kkF>8JN847DMQ0hBgbIAe
z3|z5LUVm{VCU$QJ(57Zj72fP^obv<SNJv4yKWg)2JvmVV3!Zu(4U|#pU;=I>QRx;4
z#?O2eKY#k}*G8EatskYLzse$7zkRT={ZFjd*4_eztohAQ==eTX!|;c0Xb;JU6jlEu
zLx=^OhH2@C$r678iaiB`>we107nJoxf5&fF>$GyW;k{~)JE~zDfv;E*y2m*j7R5cP
zql_`;5DIRF5@R6r-}0h4rp!M9*tAW-_QF(|2EKgV??<&693>xs0zf%WzoMOzZLZH>
zAh~wFpVEl=v97mHEAF9uQ}+1cKLM8HCkaf*_Wa?%nc>-Ho#qorl@1UQnyEVkKKuYd
ze#LzoY<GtQ^Q64b!#e6iH)CS{Q8qBF`&1`M&7D@4Cl>o`()R*&{B%7jdMz|miICoU
zB{B3ERZnnzg=obmFGaq1^pPh@>{{4eaSi)dO}|-29e$hD+ejN>GE#%npqQ?WmdP^u
zSd3Y)GlT|f6C0YT+m}y9Bc|X`SWDmAA|QH>jqp~gYTX%}0(h{@=w^&UO>o#u_hDyr
zHwQckp2&h8_na%;Y_M1%va&keBg=dlBHFi=!bVv;wMOq9T!#H}Ge{uwGhIfxSJw9n
z>a+~|Oe_N*Um73R+8MFrw1QpP*nr#Z`|>(Juuzc>uGVa&&v@kk(P*Q(BHxQDrAhC@
zN}!vtS1Kq8GvaEp>Didh6q^{4Ujq~XC7is0#I=++&h0uLT9PFuE8`diZ8-!-Zcgn=
z0wCUFgZ<SP3Kx^D`XL*K>*GtNWhOP@AQGC0y<Y+<XYL`K@9#G#QFoB--)wqV{i=zi
z!6y0N+*U$Dy}K^Nsypt9DQ@9|IPP3Mv2D>NO}<u{K<mS9(o6!tSOLl^R;larifjM8
z)GH8y+I?v1>)nbJWqk{<A(-WA3EE009bD!Zu1U!O)a8sc<386=S$vr8=$r%*<1K&1
zA4cz?Zc0B-sGu=QMJO<~6Mn4YkSBm-t5(*n7Ae>>-$P5Ex;f{#d1ZNfTYCA0mrKw%
z6%ZTTi?1PX%ErYhs(-9=o!eOYy~5)GZ!0vAQha%(4tnVI4KI`dfWls^M{d~jwEyZX
zF%RcP-J@@PA`b@$ks?-F?=GN^Wb?&$6Lr+CeSapeLrDl_aXV;*&?tb&be0HlWC)=t
zJvs#wf(wc&WV=#=>S`*3XplAE3%%-#ym$D$ZK80jp5m2kw|naK6W<_7asg*iM%whe
z4c3&)`02X@t>iIUGU_mLARXK0<lHalSN4HP$|tH_3|9Sipiv6B8T^H`1lo(&+5G3i
z(6XzsuaJ#Gn_-_f#@9i0N=KQPw3tN1wAOB`$zv0@WY{GwjW3z~X*`(;W+sqAb8Nf@
z$n_>v$OMfKh!EpKW%ub;37py>tDvYmzD+f;TJKOp*Xs?nWpVY&6j{aAzkTn>bGLz6
z0GSuKOn_4hW7tdn+1=tf<<nhWz14N4b~#yTlV)$8px>#8KA+l>332X)Z-|h#IXDJb
zg|wtfBmG@1(WHZZ_mN=%ztJciWwiaP7Mx+xjB>Lq{pw+#lji|Ih!fzb=|b`I^9N9C
zOTm^U1fJT85u%)|1Jmb>>PlfdaVZKs@5egm$~c14E<>Y|uCyO@Ib3iVNHb>_W};)W
zymqMqy~3PX|AY}ukE<ho=F(^8=>tPThLi2l<q~f9obGoHvIaWj#bFHzICrZKI+rc{
ztAr{CJq0URCFb|orYMHGd{?*|y44}P&7@<>(0DTZaizg0>#d}xa%;?N2e3gCCj6dK
z$03M+YEsJB%M}wx!Kf3tI6jdg6y22CeCK`~-hJXEs@P$H&$+|W`5>lv4AN0tXo6D1
z9#bHGynOR}zLNG(`i;4qsc-K}ylI245ow!BK(H^-Cv?&z@>-i(fgI08-AuL4*!vp!
zyC>e$3KepG^bA+K3Q(yJjxziA<5t~}d5xNbDWLTL<sy`ED8j8>t5|KrTGB>E%`jGk
zIMeve`A=hZ0SO+@G`2tz{^E8GMnlW$?Z@pe_lCZoiKQ{m@|_~FMEsi<_|NgmSsZ1<
ztmM^2o2r)c9hmk{btZG-7%jmmnYtoSra71}O?hIOS6UeHp#C_nq%rut)#JQU97gj_
zIu<gU4>UTKSY;H5ZpR7cc(+V8CW4IjzKS(`r+V*rVtxKr8we!mkVKN5Tfsv=!y<R3
zyFMlF^k~i+*U6=(;eP{cKrn*9N&(zn8S2!d{FwaToqhouKp*@(EcNmc%E0*PXwRNR
zI`Bby4l~X<6aHc1HhDjHjp*<;*+FC2s(%~T!SrX({q@3}-d6-Go4)iNdGcHT@f{SZ
zY{F$J8o%%JThexx(vytq@oquv(V;CXn>BZTUxbJR=qekl%6fdeIaR<>mLn#S6uFut
z?{q8=11oh};{!$g$Huu*v&RMCN`1I=xv$=VtJgEZa7>S~S2%Sf`jxPH^NEX0MwFx%
zn<1*pdDZx&IDH`DJwl-`u>7+rb|;F0A}xe8@K}kQ74jzRHLe-q*}j#5wI`)PW*bwN
zL)`r47XLtB&lGV&`M%%Kl5ZD49e$L(MpW<i3OHA-2rveQrf+X;CPH?;#23STA9uft
zXdCS!BA-xI@bIsOYwvaWeaekq4;?daQHlxVT)WH7`B1h~O2q)yJE-WZDB8%r+js>A
z{WsAfWoDQXiLYKA=t#TLJlN=BOX;kp)|9;?>|W>-8}_xO-^nc?sm_zUi7U;W=@zn}
z5BT)}?C@y}MO-BNU5~czrB{G3xDx#^f(TrRQsdUXh9R}&Zd~N!Pw^R@gyo(pa=?#u
zcRTc*lufSLhjmu>w9*tKu&QZPg}5NsBVq%6niG@znH+Jsr`yQ85~F9cdVs&5@6@B1
zxeeZUesB3pOyZNKYrY(mppRO^0xarQ<(~^~|Dy>EjgiUXk4_;$#b<=KsJxee*Ulsf
z+iG;;W_^cyrvi^2j^^M=5-rpd_}&PrjaYwrd>h@af!trZR(w7n;|)i9a4#zYwQ{KI
zPvE`VV~Sik6xMo=1byB%RW@LZT;ucM)}W27!JO@W89r#~@39~P5w?7e{&1Oy43rc#
z6e?c4u|uvl>&0U4vAfs$SH3UPc(dYzeIW&sGYDAaMfrjbpTPq4xL8IDNKx6ffCQ2Y
zlcIVMd8x?Eo{!#B8Tz?D%-z8KwoW|}pE>8indK;dOSA#CngP}XHa7KK5%ZE#d};B=
zIxU+KLFpez+(w}@v12)l<d9B-b%@$zh!6<K-e%xy<Z8vYu=y(e`IajtfYg}USMn<C
zKXJ&Fhn$vuFKOfY$w`a!q_6zbc`ab{DH1P3dx$-eAG@;m{DYQ`YmySNK|(8EBrhm8
zVYa*WZz)bOKE@#T_sO_t%HT5@fKsSdTD_vXBv2oJtI$7RS1riqo0}H9I?#*ppF#`g
z(MK6dH+PEixpJERi}a3$nu<%_qY0BftikNac>bs{*t~=wy^V@Bu&XbE2STYi(~;Qi
z{l8J^Xom=%E)JP8G+>edy!+HTkvX;1`^pJ_dTQkEcMoPV`&Oc7<!cE$O=GQi6e%Th
zhlrkg1p8iIq54EBJb;q+%??Sz&+s6LM`6a<jN9QO&NJwLQ&Bhjvr=$loNc1;Ohf_;
z16^^|9ia9f)BNmVsjRKY>BAy<8kawRu6zJ9PbDpQA>XVnr6?l+hzsjJnR(p#E=hep
zRQmu}0cmpeDT4TdPH*zrirO@zwc#AXl1w!cc6&iYn+A#4ZWrc?rk{!leV|)$9`ZE$
zmx_=5Eg*w9c$cei^+PJol6@<hIjImO^oeO>zUhJ^?P*u#wXr&jYP(Ve5|U}@5{Cz$
ziujM*UvJ@e6ScL#-2)kN0^fJ`LDm_Hf?%Ru$9{Fa1b6XsW`BMF9u+J|eY6$@SwEkS
zc;tQ2Z}4tzWhD*4<|)8e{|S42L1<2~|5y*}Kh^fZXM6I4`(ytPQ6p9B-py~@ESp07
z&$O;H0dbkv_BbHQe^kGk^v`3j^~#}f;B8Z8=kYu*v3ziGLO7w(Y5Q{`45In{b69A*
zN)FC{>RpwIKkJpa=?t)KIWrlRRwa(!a<<>>!i*$(LN95$s*)<wn#>$W5IWDEvI#9w
z@i{w?u)ql^JA2{s$!V|zBs)*CzdbsYR^JnaLT+Q5SMP%t=vr)?N%@)pknDOOQOTob
zLS=+=d+(K9;39X*{~k1|KQ(2%DWbg3xhBAXw3J%g>v9r$DdUE%N>Ud%%EoeDbd>2x
zbW88V%-I}`Uqi%yw-+K+zy|-nNPEwyrm{9{cxG&4<xx~dT1IIj2&goHkUWkkP0WZ2
zN>x$mMg=55lJlrTQy~HZ3X+V{q>D6xK!hLx0V5zFHIzW;X^=vaGvD_8{(tLR>;2*K
zhsa6JIs4xCzV55I^sHhub>2IeJ@h`QZNi05XdrwW05cEWL|F+=me;S|N_vuQ_yr`;
zZ~p9T*Q#1tolWC8L|CM!Koy<=7f*(A8l9#~2MVUV(4IW+xJdK30xfXR8XKdtPeIoC
zAea%DiFD5;i2vWH1<{=k=<B{N1;?0ynp%97_{70hXQIREcdC`<tWDsBjcD}f(550(
z$8MONWdSe)(7KN<7OTzeUAULcjDh?$l)N)Ak3PBEzzI`IdeOrtLr{52?O8BJM+2<h
zD$F!I6S?mwz=3>tjv_{F!1%EN>UpE`N!Bm^q0Z1P(9F^Xf^#b#(xW>Dw$^|(io6HB
zVR@zn7(*IpXgAta2*o7)wJGBm_j8m<jSHVF1|n4RI=hQUy#i_~<tzOBRmDgFH#gfH
zJ({Q$HYCuwKUH)ub230^@~{U!cvAH18grA}nZILT-LswhW+5t#l?uTvTJ=^~(n_S7
zGT~lt+r8{dckqmFL^GLhcTRvEUF@EpcEkaS41Yc9g$a)c6z2Y#oXfIO8V8;{FtDP>
z(7bR(oUEm;Cl<W)gn!0yjOOuueBDPSz&0veky<w5)t)iWmU4H*%X$zJBtSpn=j8#i
zT6T^nv5QzSz0=weWWY=Xtd=?k1#p+obCQ_tLNw{dUD_9JQy3;0q40_-^KQ>=EVe{!
zll#~8=JYIAGj}lG_$ORn51CQ)=D$gPV@);IzJpqot$_LdM2WYh@gn^5n~$|XFl4@D
zTCOCy#65zCCK~yQ{P`v1DO7^`d_+*#iVV?Vhl2*|gMYYH5#HSCr<*%HJqn^tyCrRX
zleMjf*}c_Il$OeO4qX8ZX!=sB*O*l>W~@H)YwlfXmWBu$0Z-u-mpx4qcI5@Kw#i9M
zX_dy#mGa-eQ7!X47t?7UXu`=PyF?gRal@vH;b3SbxI8dx2JPR;Uo}Zv%jB}8(y|1@
z<hVkA6e833{pI<Zj<;Ta^5|?2JI<M;ER8<J-y}tAflFTdl=>OO;heQhW0q9xR65YL
zUO8FtKe>KpS`$EZ)h_oO8QUYa<MqeA#EYX*m>MR6iDdCM4#Aw!a;t($`W(@4Uwc&S
zJMxCG4=IdOv9l+1ZL?1EM8$;x<(gm-WE87}*|NOD&+a`2h+96HOW_RV&-g+9AU(=v
zHg5vG?6X7h$mxMmsrRpwsm{*ANKL1u@vJ`aE{c#zWO4^fcQPYl4gS0!rj^GF8Yr<S
z^;i#RRRgw@ze@s{1v2yqSSt;VOHWIPrHYr2T3ZC5FCdTc>}+{eR<y@!iMI#7$XeEk
z&olR01!wfyi&f6aL?<_Jh1B?7bTXPlldW}Uc5aVr75D}cmEJE4&}LJSM_S&eZ&~kw
z%o<FFOV*ZunFXQ2>zf~x1*z^xrKKufPId2zu!rrSQ3nBvIR;kxx<vJrNyhAn6}%y)
z#iw(2@YY=@V6byeFqJXG>OgU>g%<h~w_?%s%q}ZdqVX+E#iDyEL-s*g5wW6tt6f=^
zP{|={aA_ROo93H;bsh`{oO>DBcyQs?4-W*D>xYr2r?S3lSEo+xllOFyHZ&i)EHz4^
zSP{}Dz_!3MjhZ1}vpm-W(>8p4o!+ud05~V*aa3bof@%5Qpm8%^Th^||$qLb8yoD!p
z3lk`lzx=0yHKSNnn+E?KbRZ*+Ytu=I`seO~-=JDubP1ng8czEUj?%U@K)o27GbadO
zU3J#AK4FwS0U0assagOK0pGjW7Fd%4J2{$FH?A!=@PyqDo=|1_jq@3e#*2_id|lr;
zQV2FL$SRF9lq{x4XvkrwH@ad67_vlk+7aea3;~OcNhOY&sZ*>=_?P_Mi{Mq6S#Rf!
zn@^K$uA!rA6%DNRDN{te&-Ue#r8S>@LC^9FceTd$uC&<qowc(Ii~UuEr!*wOVc;!*
zB#Rtj(a-?)1=aBKFt9g7zo$6a42Je}9-f?eq~I=&iL9J0+PrtY%lM1Wc)%@9Jzo(a
zBjg6?yb1Dlg4YK?{e)KR<AFw<nGE9hWV~^MV|gzKuDM(RNdO3EpS$k#0T-S2WqA-E
zLnmv$qw+M<bV)gX*Eo4}HhPC7Y~ckbZ46_fK^}*kB49>yheShz$|Yt{;kQJX=m01_
z3;4DzhYMZvfG<yz-`4z5i2$)=vup55j~Q)wBP(aY`)rm`-z~9F0|AQmG#H)jhNC1U
zyG}h|=B?qaW=PmbF~L1LXRc`WcxR5Ef~ZutHb_VRI)b|u)QxRD<8`66o}9g9*bGs*
z<?*i?WAb<{ua#%`oD3=J>Nw~6Mg_v4^QdL8>lUS5SE4$^1P`xhidJG*;PsnbgKJ`h
zeqhr!o_FokSg7p6+1SOu`ppCPD`|8kOVeo$1d5hI!ok!j7?_DD$u9F){g|6B27+bf
zg%7^p-Eybh)>b|%<CH#X?!ZVKn>x&1rF%!`0Dqrz&zfnSKkh7Bx~Iuw@jI1Zd<!g!
zp8GZnC+sKng@3_SLZlL`;+Ifuydm&eK+}o3ny+wQcxXs23xprptcV@NeMChHM5Nts
zzPf+==6=kg+ice{b!&&FsGxNjGlIvF8(QzQpo@6Tlg3L`FUJFVgBoQ>F-UynR^F1b
zxJ}}6y2+6<o70cgm5s@?qV`to&CrHU&5>eM6JxV>RTL~Hs)$a<maBOToia_O-xhjU
zQ@0{yvKumrV4QYg($n_t6;uB~Pf=3?p+@ALF2}@A1tMI_3hdT<B2MrDa=Uvz)f1I5
zX>&%{ywj95bnmjRxVD-F=i8%XZwT#UyMfIG=#k}v$~=1Ow?sU$@y(#qy?=kwAEPZW
z%F{WH7xx;_7P#*<u1zZK!`r@^Pp?0%h>N{lONZWi+ld@<V-Pobnm5R0tQBmSEx4Dr
zK6l1RoQ{6%%&aP-EwfO)gs#vdfGhbF<PP~Q$f?OpxdWdOH^rYBPvmi1hC{{+-sE?V
z1zi;O4q`x>PLgTNbmXi+&P>)cb)E;%{U&1a+EerW>easG#bB6t_bM)`=^FP!c9Rpc
z`~K09DH<tcx%>#M<q%LPx2mtfg?o7I>YpZCyMi4kb|C=n&DuI1Kd;LKCxGHSeaaQj
z5|$eMuTB*+kkMf=I)^u&P<mW@-lLqZ2tCPni)Gh17?xKLlKYmPp_$tVg<$utCUQHa
zKse3f4tCx`syL}jv*0RNuyieUN?(G$YuqWPGOZ<PJkI4O&FDShl;1wW2l<-G`AoI3
zfRkE%VIF>eOUZv?$At=o0H9ZE{#nXhQEPXGc5T;bu6A1E&ay&Nm6JsM{j^e>EzXlZ
zsv{@;0>GntY;C$4b1-&$qNdVVek;HgD7>xcN3gpa`$FlXbi;a9IaX`sZC~g=w6a{{
zi5kAT`F=rQlWw2)IJ74KdsPrX<IgvVHrfg;<nxtXECGQLwR$2j?A_&cQ(n>HI9Fay
z>*6r|&h1@=Yb=O|#;$af2EYd@t+1^&uJ$ejvuXqAklL@xYzXDdl~GpkS*#UkLp!Bp
zRwCE*d647c0gT_u^+qM0wMI$DOMlc2;;Aq%#FSf{p=rZl1Fx;ZFE78fC)hN%&*wUH
zZ&}V}!EyvZ?n!jXlWn*a$D>s~S+Eb!Qyg@M?Yce18YtP;Y&LiP*~H%u?0<I4w`&#@
z;yhd%!n5qY<vnD%R5jWOIOCK<P)QQzINF4pLu1b3vm?1XU75uM>`oh>l%)*UhWnQH
zmS!W(lzc;I-A&9o_PC+spWx~%_<fVh+r8@e+k%~>%Re+w?=MK?Ox6#!#OQ-DgW03<
z-``%p$XY9qkaCI>3txQ7rIk0duVHrJuk(~*tHvzowTSK1Yq|dW-vSkf|0rwcB`pk>
zy1$Rg1g3Y63T(<=-ojyk>Y_XjBo8#Q)+E{g{*)xQm~0H9!y1y9i8Jp9bDu;n_1NA^
z{PXkGJs1Nn7dm#35Yq<OTfme&u5}12ia|%Lk931?;2C~aI|IE|$1xvf{arHg;Tu#P
z_H9UTRyIunK-YDUjQ4So|LP3paWiJjCqvrAnXBTjR-EsLA@)^?lc&UuuXW{vDyNmS
zgFd;K6}fsMOuIkCc_lZsLv57nEbBqviKpnj04zS4+P^<toalOgSs#<NE}_bqkH0Ls
zb}i@^`qL(ijTjFlH40d>^KK3<apl6P2l8x#R&WZqx1vPph^_^%q=mO9#1M<H7+M7?
z^CA=tE&7gk2*39itVII8;6s_ZhlJ8RK=fcv5zGw7&;xd%>SRAfD69yjn)uZo`JA*n
z^fdU)ch}4E$~?y%rfjUXmY^p!U!t1x#|kpc6n*d{5Tw?@mA4o$44O9I_lcSprcGWA
zM?RT}TdM_=k~WeeH=|+^rPUDq?@xOptr0F1*sD+W3;=N#w#c@Ev)TAsE8&(`y4_D8
zNC0gyx~yw&_QcXK{IX%WsT7v01k7p!-EQ5<#lf5%=jUj@619yVg#Qebciw!H(~|}-
zZct9w)0$-4zSk3ESITx<bY&s%2(XUF>Y;m$+m6T=%|7SExq%caa#|^l(&C=h^$6n>
z;yP<OzTQ+1+aA@EuiDQ>fVf$4!@oauqNVd*E`Hs8PcNYM@@pzU%IGH*)h&-|0-F#N
zg+9lj&!>x^!{UTFAg)_Mn#|N&iY#DoXld}ZZne%kTwQq(<gAFbc;W=sCm+5MkNFUZ
zDG5w%c;kL~o(4V?4XzkdhOdCmr*8i)PVdDjtIKJ{fclHs*gZ8u`A^3bA=L4uvFUFS
z^w%I%X!z<wtTgHo@!y{;!9_q~959HI$^tHk>^|Lk`AxW0Q2rywXtkrs+#aMt5D?9(
zu8nuY{n*rW%6!KmEBw68SRcqonYN7>5~DEWTC$GTiJSX^&HxQC?3b`mD@rhA#3Oz4
z3u3vucONm$a@IVtd;^TvoO{N0qge#5d|#q|!oK*HsXL38q?&f+K4ZAJizx)R^N}?W
z6K!NlQpES5W`ZobB57*kL_1!2+>zCWZl}v%`<A!9-_k&Xv^pW0972nGV;jk@9m9{^
z?oiD{W!cnb5J3Ih(7ltAEt{Ws_i)Sixg-)|I9o$xp90|XUGH(vNiJkN_cx6+W1-D-
zi??N!4EZducKG=~w0NOOg(m!+z!h^tf+GsD#UKMkkKbQZWVacW7-)7eQ{JHUD9!^|
z1r|9>C@p(n!SH*^W2Rd@L8n;Jj%<}8S7j7E83N)AF}&3oKu#B<U-kS3Xx+H&3kQXU
zWm;rQb9;)-J=3Ap@TT%}o;}dZMejW|HIlmGQxhUe2XE=#8(fyFKo}AbB){Jj!NZ_4
z0ADx)ns8P;|6^1N<}XM`^>=WM0PTo}_)2ujPPw)5WBKWbgS~>}5sx9gY%}@t=TpBZ
zHF3Z0deNB@pEO<L!tSSRKlkL5Q@UQed+qYi{8aa}g5E>GAbEB6r&E5Rx7JIiqC1Xe
zo)E$<XW%bu9Y@ZuO3tZ1PXl!<(;cy_HeISY^#@UVF4MJP(n80moN9R!sbZcytv232
zj;;D<n#iz&+4m4B)p?JdU-+K59o9bx*nmFsQJ<<ZZ&6C--4Y5V-lBbVwe>M#cxEul
z3Nh`RR;3Wm7Ho;@$uOhr#|6<d!>r0^Q-&sI`*cDI!{3fEHl8C`(Dsg|Y`atFcEh8m
zdQ7?1b@xL3=2G9nfE2<=snv{L0-W@6bBw{`z_5rjYa6!x^nV?tlq=fM)^rp{`s-_z
z#-TyS+Hd(8SH9)+<%j6ph|Z1cNDtU}5Jgydws)Lj6-mA-OY1oNb2FW9afa72G`AnI
zU4G5aZ<plS!#-QV<c|bff($*=1nAa&7W|ySG+A4i>CJ#9^b>mh_>+i9gwojX9IT%>
zlVvx!MRa`Fd&!~pI`#wi03}M7i0f+-ddF&-_;<XqX6?F+Kf_NiFOdIP{WV{CXm~+2
zFd*XIS>G_(rIHanXNr|hub!gu;`B9OL#tw+GlhOY+df&HzL6*I^F(!nQU8x4vJI#Y
zprc}p0s#d}w$=NrzMwK7b3Z}}e<;IUvuHh-HLM!`-u=6S23t1moMo=ZRD8aNFL62X
z#0g}Q@ZDMwYD$~uHFdrbS(>T&bTg0+d6A@Qw>@|3ag<mnZwK|cLh)I|Gkytq`yFBG
z^C^#S^y5{gwyR-&2^vl>h_=Wm40N@+m^w5HO4Vv<ieCF1+5J#3t8$69Jm|?coq6qs
z#C(K!kB3H~7CXJ~dz`!+w>UZB@PDUleI21-gXXDsqca8KNdL$$>@p(gO_E~P8HusQ
zW=X{XIr5|ZGqT%h>Y{u00*EkS`x4c?p+i`}Vrkr+I)-o9WQA|D`vmR4)pt{kgQhH(
z%t&!jr{Gx|-R5P~V6@oK1!qBP7X&-cD*(*y7=sPmcUVBiPF9he`K2>st3scSU%ak(
zIQYXiyGP+Oj4)v7H^Qz5<%|G!#QH^NTk@$TL%oaqFHfeQuzou|QCGI=^bL2bqL%td
zcFGs#qnu$d95n&(U;0{GMG<h}es*t5(h)Av*nJK*;~7!*T9IRKU(IA)sq^q7AMzFc
z6K0z{{ZjiOng$O;nyY>LFfZm>zRmc>VkSw-i^Dnqdi_L^AF4-;(ms4E2eg|+bmH%c
z8e(SU3idmNAyhEfIge(o7JV%-Z*(1Q-}*{DIWcFZ;R=7YJo2XL+pxW9r_4<tZjt@_
z(>FXnpJ5LgJk9mhW0!--5mjJEh|dInsyBY%8NDvJGQZo$BQi5r)tFK;uI4k1IrJMk
zR2{4V&{yN#bkvVVpX!EnhvwZm50F1k{faydMfh!!GfTW3LjV2g_pIXFuyGKxJe@+I
zgi3mA7>=Fm0`rf>w8bvr#=a2bvCVZw9aCezG8<hX*}5(#<u?(;v;lVdAJQg^JIL(Z
ze-gO|@c*UqXw9@u&Czc?&DfdYr7_k2d$~M0#KsP3$IHg{n6hSdnQQyjc6&0CQ)VjL
zI>&)5M}RV{8>Cv^8vw1bX|&?cd6D*=KpG!x?~nv>9V&5Lcz7OtzJ>k#PLDW)1N-Gj
zOk8@Ym%>AGBuN8wuiENLXvtw3H!V{F1QLf`jF%z@^(;<=)Iv^SI99Sz7V-DirQtrM
ze-SyI@4Y;tn;8Gld5bNss($fuj}r8{W;RGB1B3EYGu?$>5@^0O7C0rLSMKR&pnONB
z3_2J0vFZe?^JScV@(utRA1JWPV@_c9cy?5Np$_Es7O)^x_X<}NEa7G``k_sH0*zfx
zE?qW=Gi-0t8l{)ud@k|>aiN!c%$Q06g~jvr-$X=T1rrtIlS*Wc$w@SEGz>LSbR_}I
zU7Bq(kh-LjzOI{Q97FZheIg>9x0rSpaI!AgNiAqB))pzt=j6M&GdRN4NVgae<^@_f
zlyS&8rR}&JugA<KKEqetN=^zE|3L`_O#^uJcjrS*-e1W-7N8=9lG}zxC6tpN`t^7b
zbPwxp#Bzo^F-={C|2_ZZMq{gBd&G(sQxgbqzJQjyobjRM^5I$JhfK;N__7F<apZM3
z_ZpzB$TAKN$T3rAsD0ERUjNdn*g4ffk++fTTOb$8vQW@8OYvEnaVA!?)_hyRge+3d
z^e(m9*Eo7z{_jti<UWazZe>A2YVqi8n#cBwMWS~Lnh2W13KY@EvA3w#Yky`v44PiH
zqoV$Jc3>1`Q=BNwJAT%%Nd;%%*jU@t7lzd}{hlCldO0l+>9&5)f}P2p0p4ei{fEvR
zx6yQ%QmMZd1fwKgNNCUMc2fNAfchMF_aSNedK|OS$Yo)EH;e7iYkd(s<^0s8vW3fj
z>S|z^c1~aN-RVC$h(*k)ib|fv$RTP|U(-Qckw0fBER|7cr}u)QmCqRZKT|3Y>g=Ac
z|EePCxFQ;XFLb!}Ek_ZEod+{W-+=;N!Gmjj&Bh{+K$Z0J<AD*!n4IR#9l8;z0F|lR
zq7b8H;j8M#XVQYbivFsieVQ>E*1UDsy%CAvs?3b-o~x~?-$laa<DTceQuSyeXO<2J
z*L<T=QrX!sKtfm;@JK6!y;JAZpI5x<*YaOyy%AapO8Pdxqfl9#F{x^*BkK40_c*A<
z0)b7EDRzZ8wo0E3W2G8e$tXLD-zY|+CeIo#kCohh&rsY`rgcCDUOzH(OuDcAik8?6
zCdZZIOz5gRSDN5syn)Qj=rN{EO<qJulN!cy9IAA%Rxlj2p=20{3g+eE^L*FyS$(a9
zd(Uq-UK=)`&E2{2vQ@(wDwQYQ=3K7gwY>)G*n@{6T}>fWO!ihE-gDwets)&%=9;gE
zkVycFtxEb0<t*z%KH5a;Jd9-QDK#2jT$t_w)~kA!&yVf<rn2_N+P(yT+pQyYTJOo8
zwMm)9@bA&~2g86uF-b|wPrfRXfo<pZyVkqo*WAl%T2H0hZ~>t}Yjh?3wBz23%L<=w
z%T%S}VF|_l8}T>%$%-Do!LZA}*TuOwVX`h%E2eb5ZHPiD=Ys(Xl*$I5%&P)@vZL~>
z#lD`|ARkHuoAz9ayzk?)z0|PD+iPfowl7x_KFQtoeU26U%?Jr;RF}QhAZ3Ra64J42
z6k5tG;TadRLKOOPrHkJ>j|XdP8!aUgC@*K}PiH_Uitt(dY+N@9Z~riW(!!BhAXDb6
zE|?~g=h30Q$gd~Gs0acW0<hs9@jllZJ)Ph7%@o(JeOG81@l}kv-lA{NR?E0l6<?O=
zU@vuNj>B~`=5Il&n#s3h+*N}hhlAtsEAv}kkpx(n^D4_g*mVwZFx;}Z6k7iGr?0%6
zm(zFCSnoz=M!FB}M9{x_Kz_rt2Zq&)ku1V&b%d#MBfTCQLHZ&UMUt-vmopdqjyqm_
z>ok-XV%W`T@Ik-i_I><=kqIJ3Q*9Po&?;5sal>v;!V-O5>h`#g4421+)hRDW#C=Jb
zN5*TB@JR`5aLT)m26~^lSBJBF^usH*CmYo^D&`GS=J3Rz2e^cLUtQsh(A++7V)xoY
zcMt1bKyBbBrTXqgowcgT!3Nn>{hH7@O2~|yJxS||00{E>DvyfEm@>^Xkms%EAa9+2
znhVq$YWP7ZWyi_MEU#0S`Qw#A(>w23zeHk+&T;d*-yi5%A>+K1{l1VkKC?oLHBeF9
z;v?q_+|Spq`4p~=TF3m8BkLGp%Vo#&6DBz|88Wv^{3NR2${`!(%Sgn~jiJrmf-_)w
zgE=DcUHFkz8_S+-oP`OsM)8J<;V~y89>}-6c30$lig3RX5le{hOU<2Mx#6TO*kc<>
zX}6UkuIn;C$QD^2zZQCd#%o&rQtON0^!q_Vn47v1nH{&R#=qSn7?-*5!%*6N0BO!$
z7`UHIkJteE9OI4$8VCiAqF|J}<96t(X2tjnuKInv_Msu`Kjn%5Sb5IpZz2M)MvxW-
z0FB?eVjAtU)nWF(nHEnp9dvuWErzrYBN2iY3$@)E8UU>y^2wN$D?jQgvg`#;r@+Ah
z9oWKmS+9rd!Am%giJb(-gjJp8YVA#C{QL}qrJmJ`vR#xn4f);NMlqF3<8lcJdZW%V
z))Ac}4UdX?V<Nby5W>pfd{<4fOWN6}N(Fl2J~AJxbaIOM1o%fAR~y>3X6~v8-<2Kh
zcTJI3so1v%r=iS&ERjqT2=r#&l)H-@T!wke>~B$*w0J)tE1mD6_ebi!W~^~$@24ZS
zUOkLU1!j;GzvRB_gnUb6W5O?xD%7VWCoHm|DxJ808mWfHK4|Uel~;wXA}m&-g19!N
zVb@IFDyb{-S4k4rdh0(r+p}gM@ul2c93FP3^6(VvX0{I!oZOQJXxAq*>~=o5{OW8;
zBSPp9CJjSrDWBO_0e658H{X6GKXKB~>dPmNlm8g7jdPGOvccb+0)9h>o@|Bd)vt2A
z9<`pn|2GY&e6Y@&(?&c{gPSJY>(<T|>Akez4_th0#e6<~x#&_95o`f;Y`nV<y<A<Y
zlKJUV+#~#X4)tq5dlG*kKCAZzyiqujL=ZslD524f5tBs%x!<R|sQqN+37^6GP>LpO
zAi;bh>h|IdC%He5k4bKS9y8N$ncA4Nu;`j;7xvI{+-8Mm$3FKX|H)bkeSB#(a5<2+
zN6tk5-qQccx<C;G+a)hFp$V=n&ia@*)WNz+X`f6_rpy*7gTw-0;f`9xh!B##n|B@G
zv^3btid^XRMkzj&=wwN>Z9o3fGzdIJ-yASYG(K1NFxuaE1z$U4(ed66T5;GI52k`;
z>n<Em2IoNfwkzRoE{FjT3u)CI-JD7<kr3CFHU-pUMUAhxKp*DYPLe4=TRR#xka>3M
zwSNEGItSPb^c_<JF;ipFAK~p1N=df<{=VubUg%4Y=|ss&3Z%sW`v%$b$Kgmk_f~rD
zX)JZ02WGv8eBR<=$ia8tP=iy1>)2}R28IrkDda+<C}yfSl?!v)DWm1TE8O!eUB9y@
zc`4W=2Qaz*kDPMI0W692TEH2Fe+HVJuliwr_FsFeSUcv(T0EP?fx5^LY<LMK+H5?}
zVuU<~`ecP_AA>nuEh&1WtZ0Xnte2-<1ve@8nSl_bGhaLs4L)kBJ4au(kNA$!Ti2<k
zDQtZHJ2wv|vMb;^TRi+2H>F|4=tX9iAR4^`*Y=ySaapzD9>LVSIV$Tt4lOu@hC4i6
zK6z0bF8rMb+#nz}<11n(c<jE-Frv0cev%L}p}264zb%k>rb91tWw66GqAK<Oc#QFY
z_|&%Svzamqdm!ynvo+)cdNE1P6toK$H>FW4+A?B_+3ZCqT2Pa5WZJ{o8T=fYSkplp
zm@{a7o6^6capl~uJw@dT|1TBDQ<Gli1FZHzQ=ISjtRq^P=&=HxTXuvlk=%d8MyG%?
z%AoS~Vz9kaTjeM7JQ-GaJ~L9Ce4W6oQ!poThE2T!Kj7O8PZJ@YwYp})KlAQ-30S1%
zeXfFZv+|<-G-TXWErlHraJ_Z{Je?P1ia3roX5K-#rA-4h(S1#|nn$gfPctrbD2cqY
z?<MTmP3zEE>E?pHnH44!>50wJ;zjkFL7FS49~DH?7DK-t95PX)Z?Q{>#;&EH)01he
za;sObhQ!L*`nyMjmWpdA)=l-ykktX=?+*}5!&OSMMZ2L&F|-sso<wP*=(ws@rXol0
zZ%aZw0q=VFYy-k<F7r|%yPl9#%$A0Bvje@O@aY*IW9Hzvv-HPdEkXS^{mGyc&9E2g
zzx`o|O-+T70h?A?-?6y)U8$Sc0=;C>6%F(qk{H?ECpmnP{zvwSKuJO$mBJ=$lA+{h
zYb7B%RRb2Tp_c<X*)0E_rNr?e7RQ;wazKGES@!$_zJQ{dRDJGBHjP1g40LWpU4LcC
znJd-k%>nCs0*^wzdM|f2F87UTQJ-1MN$>lW*`%%?%ZXUWzks5|y$yBbu8#_HB@G2y
zkrBjw{6lz9>Za*n;tw2C6g2tW#gsH-f5KX@=bfIf-)bbuo2DJuIO|W|?vcL=AW)`?
z$3f;J=#aBmipMrt4-!2+gIZ+<qBDc(&IVI@4<|k1m#Vxj87;Zsyp8qM+U1<nZX89F
z7h1lnQGZW8+MIb<=Z9)snl;tUY;AO#qCE}w($&~x7;<~IZwheG38G&~m12L;5OszP
zp;<6mY@mL&&O5H3H@hbrSB6~-?ICUq^w#Tv598eXrz<ZF?hkTyF*uMrba!S1Id73s
zb&sUkd~hyFSu#iOXlG9an^~zr9*Epa1NguG`u{S}`TzBAK<PCh$G#a`5UGZXp7D1=
zc8yN5jW5z15S_Sja|Y)4fdUf5Q(^TRkneoZ#1`Yke`3uUZZ!j@jot$Y%hk?C^N3ea
zU4@3Oj3oTH0^aMBtREb|yn#P(r~c}v-Yv45E;Vs}9J0aQVYSms`MjoASCR}l-vq7c
z?PgSHOM$tb2wU!?bn032msv_;E^nYA2&<XAH_Gj47{{V8LUhBa^uT}Q0((juc*|(h
ztPyTOh<&KRo&sM+xX+UdlIV+IKll6Oy@guOSN#+02Rsr|nXbpIjFx^ODRGglFghD0
z8%%cFIP-&%l6WEGoh0Y2WR`jPt6VG3JHS16D}aCi<29tgmXLbt7v0r3z<nZe1;Mhk
z8icVZ8Za{AvrlzYC+>&-Be~E0lzBg^1l`<i<Wq5_S&@SjUWST=W9X!r-N;oi72wF$
z=44uWf2~J2^U4#$9KvYt<qkD89`#p>FG;449@hg0n-74v-kH*Oi#h#(B@yX8(q(_?
zaOAYZ`n*p`jpca!BWEGm>9UJx*xCFGTG#1Yj3#y*J*ogYUmAx+BSd}I0pQxJ&~NL<
z=^uvy_!UP*6DCRVL_>m6^o?k=u?tCj2bhpHgH+)x^s3Do+ZlPRFVvWksZ;QfxJS~v
zor{pf2I$s6x&(K=k-W1o^~PZ#h%RMP*x=yT8sdPo_vAqjTs3v$+T8ZwTroRYi>mh@
zalS(Vr;t#P>{2flI;PAHOF99Fw(!WHw>f%n^t3MFfhntMXP1gf&v%K^@>XC3ItWn#
zQJpD43_<*L!8MD`LFQ-Qjj|*opQ7$J9;vxA{yiY{MO9FpvPqZtud^%n0YB{RLnUx~
zn!RiGqq-O`I4k&LI?TsZ=W>6_t`ek2&<)ULS2`8PYYojvAqbM!D%eS>OVHR7CRHM6
z>)+-3Htu`{FGT#e+#%?n<_Q@g(5-r)s%~7Vf(btXd%(gZv^K~8TWC%IKnBFl*=~H>
z;{<DiH{OB9d!EUNxh*%R40A;VNy~aHQNfU?9L<KeA|<=g4}QmpmDPi@l@`B7oZvoL
z|EEvxledt1@{Na0f2_h+c1{Qy!-MsYIwB{)J@o2}F5nS>wR!zJkdf|g@`)+-=d<EA
zOw!`<PNky@uyK#v*mvI$c|f$@HGFCt)K{J@djWBQ+49%IIF3c@<T2ux4x$}qinaOV
zwDAV74j#Sb!Z;2~w_t`wOm({h7e)8#p+kp;|2u6&w&l}a3a|p$dF{^Va>w1I^y_tC
z!W1q=n9wJ=8-PO3e;m<U7D0QJ$_V)Z;IM=S?~hl=_8MHPF#BPyuVL51-8k=F))-lc
z5rr7EM7dj!JNT3T1P+d^_R4-Nm?KjI-u2fE$W-Zhp8Azc2FUs=k84-_%%i3^srLDi
z;C-0*TwY#xL(5mQ>U_!XVbW=PB)1x3qmKbJz#AHT4wXx`wEU^+Im9bZI$iUmU?kAB
zKD{{K4w39vG+$%FA~cyw%`xh~3UzvY#q%>uEIB0TMy{`Vc|Cq5y`>kQah|{Sbog9G
zzK;ja;YC?_bfJesfMqShGS=Fm28AG*MCrAA+>*;PC*R#xBki+vR7Io@u9vrtxx&KM
zyJK@ghbSJhXTcj!Qd4yN1Mni0tu4GWZDmr?x7L-j-7)*uYdj_AXfbvf&jiWne&5Y(
zoEXG|eMbymCt|}2>gyjMy8b(l{1uFCm_pj940b>76^gK6eAoZ&tnIOV8sm+!(-Ag*
zPPY(sdCua;y=n)l2|v+9uUZ(LLc?C*SlN@aq-c|{6)ct=3{ZtsA^GrROkxz|qa@Do
zZSAN$a^z;W4~E8ke|)*x(BpjlyB<T+;xQ|yZ{OF;N^kK_{Q^Pl5E(1pjh+bbv3WFs
zy$Kp|`3sS7msYb`r=1V2v)&@4jJQvtYrxzzEO~%9m5r{Pt*@dIlDSe1PBuCe2t~)S
zAmbh2WrGVCjhM@2U^St}<JvCLFL7oo+JJ0rt0{Lg{vbc8c0zG~eHt?o_`Autm)3Bb
z_~@zQ_|!ML?c;!)?e-&->R$D0r!1A_>00@Ab<2F+oH*mPukyZ1Xt&3&t0T)6PH>m~
z{mA`5872kVa2dc_4VHOdKNX!b6G<Zk=#8ze^v*qbrwGv^p_FnP?p8IT5GK^7ja!|a
z=+A}&#dq2|!Z$Q;O3~iMeLs&_u@^D~!T<jB*P65~g#KN>-?IpA%(z9AJ@b>sAdklY
z06JGp=vmO*hTT6hyx^t^J;5H?!>)${JVu5a6`zWmBrXvzH4Z996J+uC!7sYq^b1Y-
znqX~dj?RaQKuSQ8V@0n*ye2mL&P5tdBb0GI=bzBmW9xP@W7f8}i+mbi-5vdY4mhdf
z6DrV=dg<{plpQoJn_s!Z-9O2%6kWO|p;`3mQC{7s_{b3Z42+Ge+!~i-(Ms~urE~7+
zSi|tFPJ=kx6l?LrK}S~CK!;YFjI)Oz9%A|Ng3Fr<wja3pa<lc`asW3;rCFLA6t7LA
zOGDjyt0~*Z{MXCMf44ea+SnEGSLeOC_~|alSo|X;1D9~x{=n=jbP^qOQ@wa9@J=br
zvDK1XE5>mh0Bu7V<21H+81wH>M_DyeHO&ajgo2R_%jbOzKYg$`;f)xi&mPb`Sm>cK
z2rCKX@vKSA1Ldx2XWgJ6KUU~WbEs8hXr!hcxDY3<!zb}l>r`Q9x`6<-PTu@<(EI=l
zm3LudR(pa9C0rj~qMQZtSa_u?sgDTSWWwsWC*`IySH3ksQ$Z1q8LSy?|JV<dJbkjU
zm;6!tx!$ano^e!T@H*vHgaz43rX6u%Y_8Vg0-ZC;L{pj~DL<&jAK9QaOLAL$&Oz#e
z0z!oY+pfQk?;`8h4%JSpfdi}-n)l+$$ijMYW8BMMA_t%wc6JX$5X33`RChkl1yf2p
zE*R!T#vDFB4=HrSXuGP$?X9WKo5m<fB^(~TfSisPIxp3=fR#+3QQ&b&Nuj0B{9USA
ztrfC7QlW@AcNtG`#64yPiC5=u(_!_wD7Z9WY7x5ym(wy>kBY&iyLN;h$yye-QAQ)i
z6SS7V83WDq@rjwp$h;_83k!nPax;ACNq4th@;muOREseXo$!&^QSV;k`!X_y!$n!4
zB>@4OUz$d7Uv5~!U8UgFES50YeSUoDR(bSz9WMPs^99kq``%=XP)qyMHU7l{@4p&L
z`^ElT!)l*|cVofdO7TZC@mqmF1~sS#_!xRJFy*6xz^Fxb;6RL3(DU^xf4USvi=inz
z27RmC<L*?pwPO=z=O_;ALO>0#Fm61<fMvFD3VA!8q^=YWK%+gjwuCg<Eob+<v!z!c
zPvCar>U(4#$TvF8{$kXtv}tZ|_{{4m^d4`COosB;rSTYXVQRJSC^FudgA%0)vxco;
z`7V8*_qt>dz13%!xaEw&ftS8vwQwq6r%0!#H(G5Wfo3<A!7cEJj2dZ<_EQgakR`^)
z^V%uRR#w<BSjh$`SJz&;!@VT^LP^y6eKcZvQ|9@8V}+iqz}Rnc*;=uaQ^9)sXO>}Z
zGMn`aMDxx*^M>@LaG?B2eqpr~@fKZyja$R)!k>6G>KvAgE51betD@>wGWza&(^$U<
zsmOtSjt{0~=5EaE3*L6ikw%&(ooR;wgg0UyIxPO*^rJR!<Jxa)jqc3WJAoI*k*>8U
z7fg_;uzLq<IVTtP1{JiqlAA|7_UU59Z^1VdDa#{O(Ug)qt8<qMWXwV4J8ucbi4Q#u
zOIX7wFJy*LV&7!BH4FyZZZ}U35(U7{uoF~HAXW5;bAcRv@bC8pFRsq=twN-om0n5e
zoPBEnBfG!^!ur)(cI_t(+*V_=PFKL21a$o!|NfNVS{k7wy9ec++79;CO2ul~B}Kx+
zR^ywFEK8A8Y@K)Nz?0WRs5wHa88^L*upc09n;+NV8KvoFfKB|Dz-Qk1BzAVsn_Fsw
zS!iL~R(2}HY@CjeisQ=r-w9$(b~PqFft9jJ&zoI8-TWT=s(RInQaEij9N?BtB&;P?
zv;DJr9VU}7vZ)Vc#8=M)gK>~ZH_epK)FoY;)slAT4dp0CxM1bJ?g_p5cLGyV+$spD
z7e87CGvb>i%(qC2up6222tdR_7A%Qcq-(KpMWt3ni|Z2SCzSmx=i(7bgUo_RP7k;l
z831_y&yu*{YmbhTZ%}}^xisiJ2YG~Kp0pM8Ssqf8P<X%HBWj`1vYzZ_TX({>fE~gy
zh(&4wqTZR<{fx0Ai%Q#EF+%Q~pTx<dugXcr+=nCm*V*oqYHnX%?B7BM#HjPLf)|uf
z-^S4u5KxY0NiEjsVn2>VN)30NRQNYq?>E9DHs=m|!um~-xexbZ-UpaC_=aEwhlpH1
zE*Mp+(d56pE4;jp*V}Q`SA<pp{!=Q3RhT6w8(-(%D)wL%!CS?NqJ)bL&~_qCKt}Uu
z0(f+_AVl<W*y3-~AAC0%=16G9CS9u#V))d|d_8l7Yd9fAxFmgX=GPM>eh)0_t<W8f
z7CGPykn+CJ?iF<xbOa6T*C4I8m3&UDvD#8*a7KnjYS-K|J3norFF0V}M?j~5btE6i
z=}o_ThPX=Mz;<W_xb0hY$||Nc9Coic?@=L#Y+Lc4s7dNTL8JC7Nn9Ci0-Ua!LFC7=
z3f_w)d_}*?+DONJ1BufoZ}pzlhG?~AyQN`zy$w4fK#yyby_+Sbh(JcfsN+oOYw;D+
zg1CHI8Rtp}U*%&&%E<8Wf^jHrB|ced^6yWoz#|(Rv=gp;p&Xt+L#s&60KP9ui{t8p
zMy1G?)k;dvqVFNbz4mfOj75DU1auLR2?A(CV~AtH;m*vSbvC+OtAtO93B&G`<TPWa
zPAsuJ`&Wl1>Z%l@^H_8{7{I(s;wy^T;1mYp8`_G?7uzMUM%nWcu#&p!s5bv-joN8~
z&qt~J0t^L7;w*EBUj<|z2JMM<n~5=QTh-6rPB_RD$BBqSdb$##Lq@B#tCYhl@!vvk
z(s!yO!!4s3yier3Dd*FAy(QC__wxa8>P*ur3(5L`Y0A<Dx#Nl`$;}%?Y-`%Zyqk*P
zYZ6~)9_KNol~goO;~ynBMi=HL1x!bO&=~6hE#Mal^@np#oo9c}X98kJ(WQWU1yXVH
zz!ixJJzb?nJdhbmzx&IfQ`(?DR)HTJ0k<y&Vtr;`io^sa?YSIC?SZSb-|_rn!tCIl
zB*s$D8?2B`C8Le62eW2DH6w?IEqEpTm2@RGXr09wWy=wqxpd7x_-3N)Tj}$D(S`I)
za^Osn3TiHzCIj0CH?I6lW}WnA;P~KwSZfs(Ig592zV@{b`&!&TF<In*-zx><5w?If
zkOc@Fa)eALvhwBnZDpk+1zTj4MIURinOURj3HNDFm{C_r?d{QZ;7(F*j;dL7@5n+w
z;{LF|2)uxlfBw5NSdU99bql(0iNj;^0=&&WG*mUbl%wB{=#&f!t}y(cVH(E~;2?Mi
zB~|7C<y~KV&g+RA`vN9)is5RTdukSSk=m&WugHNr=u?eH!Xm)Tb>hBtx5ed0j=iX{
z!gJ5&@90Vk0PF&$v^4P_4&5&=7CI*Cm2*aA#iAR$q=MHHi_835)i*>@l&9cURclqh
zgb3Ih2b0upq$=JdOB>KL6tXY8ZSC!;G{o~+Tzr4Ya;^MWHGjjz{fud^bJ*PhQB~{4
z@tlhu3BBm5=E&L^w@kz{?(UflS_K=i<68gK&olj$&M~`_6$0Ft*a3JeiRBwP@&n~c
zhD&|F+~Ka$v%$e%lMU<l9LRZSI{DYqxjYsdajdZ5^nuyP#<RW+fLCSnx#~pA|Nif}
zL_asY-H_a8pVbN*)ZZ2SnV#+=Zb7nS-i6=)CS|XBIN!iMY3-im?lyli8LgJlciYHt
z&sJR;c}v(h`JR=w|BD!wZ$pPVE3{K8A3dWrv=pKmVSwW{6SXR<8~cI2%qbDunogUi
z-579DVs#}54xNinqOfcuKwIi7StO^Mff0ib+aniW>o+xKZ3pmONG~2;6<b~CP91)Z
zpwd3rUyBqo<@*bpBGDsK)RY_0(S4pZ+HZx}DF1_>Pp!|d3n&`#H;-!U64%_pgy@Wp
zpW=o^qQbs|7m>nkpfTl2-eJP+kPmNXwn;JHhV!IpchE4gG$J4v-ab^J{AZ@K`Dg3g
z7?E`w9NqF`2mipODa54#*Xz2nO*)K%<#svqQ4Em<3Cx{WqYeC(W&5qcn(G^zh#Z@M
zPe3!7hxC3>RFmpaZ!&)9!92y5)=HWuMLR>6D8n_XQU2!j1onTl??02y#REtJj2A#9
zY8p>#d?vO8E)wfvl3W>_I|IK<vX`l7E9=JGbXHJ}%moXgpuZ%|rJy_Hx6_{UI`>@q
z(#Obvf2V?i7PH3G3@n7+qRGOO=nRdtM-9@gGYm1hzk?PH-gvEns&_2c?b+}n-Lw*;
zifPQ>>tl`Y9=SX?Vmdc&saqS@@rWs$fUSM9`);j9fa|nB=P3C*>qbAs`|&rL&|>}i
zkS04@pDoo4T>Vy7wp>PmKj@ULLL$9nG^@<vYAQ^d$oz5|vr#hZgs!^G^i>p>c!9Bm
zzYn7jdAD1q@8b_oSXPB{XP7O4a!8Nqb>~6ampW4xV!obSG1YC|YIVB0=AS)I-AYT$
z`vAk!%hr-o>QXyx!CY-c=ce2C<zJQrKKmC{pAI*X3UNi-L)<X+tj$@Q^8OZ_0z(i)
zGJ=WhlR|p!2^AI!X7>D_r2cJnuk+@}dYIiq^WJ;DQBO@?F~el9ti8ROq;YOhkvNas
zicY62gA&gWqs|8Qtbg~EBBsaW0Qbt$i!}qZVJq<yQ}#nqh~o+3fOthFilm@gZS7IE
zuo9|qhpvXLOjC*8QZ!2e_BC!`xBOddk)oS3u^h=3oR^c{5jns#CI$ZkJOY>KZB$K9
zSU=QubslxaxC<bk6VPL9co>ye(ifyMZntjs>NZLB<hDch2|@rlXlJ88#3umO;awZ0
z4#}e}>boq&(7+S<mjZ7dt7X~gVr^e3epg0jE}+R_Y?4Siql3`u8uC}r_}zqO0q2Y>
zh8;b-1b<B5HCDa>>>bAAu$3~Oi#*K)-kY5o=yzdbE;AGTuLZp}r;&f#3i>$C<Y+Et
z!a=;mdjElcq5fE*>m^R%_>~cPl#@q-aXA%X{+i>ygp*4SrtBn%ash}dC3`cu1swvY
zq<q);knH~7U;pxQu-YfKo<TxhfeJ1=zQYj*FMgZs({xT9(|hqstDu9kWZx$yRkmYj
z!oku98P(9>%MM3MO`-49cII$IE6`|#tawbFo{23C^SelLu9O*8*XMv-$S`RiJJm0n
z1}XU7?83J>t53J=xKMr?#3_v7K-k4j$?Kb;Q)*)&tA@mo3ri8H{-llf_b3>$bAZCI
zjvfVELo}-dR^|jv2i<`WT@JQhmim;+p36@bp5jIO4B+*El0?_ir_&32`4!{7I5ek&
z-ImqY86$F_vBCD+A#CX3tFjMV!UHQM%hY<;<+1YjgE#IT=4-XpUs{SP%bIqQWp#*$
zyEj*d>a3dNC{|M;9&k_2`e)JU!s1=I&cn9J(YFC&u@}fmca@*z-;d+FO{x?1dAZm;
z9C<<M{pd;UdyeT(#n0SFb62t~07ID~dx_Q!>gZmeYD4A5LbPGawWC9~blPZ(Ln2ye
z$LfeuLIMOVw$L#?bl#uOx&s1s@X+fStV*sNM5P1pleV?gXLlT_3M&BXf7Sn5;kVow
zEVHivJFaMv&e~a>Xnh_Oju9;xe*H|^H6)5qR+1z`b!w9Y!460XDr~4ilXkN+)c9t)
zelO_JYl13xCx(w^yCD{D;A@pWMk8v*y_%=2DV0oG2d_Vm9X$=L*b$Cf)41rScwpdH
zz$)L5IyhB)=^|(SK9Fm6T%bSQr4emUq{&~d+0@41t&3phpw$*SWpnrTv4C2SiA2yT
zp_u{)A*fiR0DQ87Xg<EG5`2hJ6r~)>@ZCo2`$>^)R<O1>D(p6%<kGXx^fJBrs^+PU
ze<D(FT#g;95y1g-G>bOSc8r3G&+z%*MaK1`kp=IIl|Dg+>&7N)dIx;-WaW$N6>(D-
zC7fF`SzV_4U=!P_?H^IiJBFx(9bMP6d$*h>+Ore%#u9^($@T9~=_f=NUl$a?XVyn5
zIJ584H=`Tj8jy?kB?^@_mHWOArcVXr*G6x&O>*)F_f#SNF)0E)1#6$|(+R}Q^hy2+
z?0jUlcKWz(jqG+#0WK+^e6r@jlDwUWGkPsc$^zm`(RmkL%QA%W<DT-)c3E5-x~jZ|
zwS!TDJ193HOj+vs`}R*H|A#)S^>^lQL>9LRbYcB(g5hniP}>))u;@jfOW)ypjJtd9
zq`9<0?vci)W|=CutjTkQex|5RR6aUx^+Slf^8<T;`wz?{MK3)(f#k$!V#fCl$r2O9
z7PJ+)oEH18y0}_LDkAzBVcYuW&SN%$+ObF_oExMgl&5&KxPN-X(0k)}hR@qG$Ozok
z#NLerVdT~d4MgWSxZ{vSbAA2s2mNy@uYn1t<W=#LV&>6H$964vXCIQ;3b`c2&$oEl
zpTr4rjlFv$PUjmEkAykg7>T^?1>0*Kzot!6`2IMzpt(ydZ{l{7q+jlrDzHN+&bQfD
zzX|o>FQj3`9uP4upzM^W`8b5E8D4K2k)gIYu$-%?!WAO8-|#eOlWCkX&-<aOFD^HU
z<*EWyRvhvu`CNf}trOA0OIJp@A`kmYJ(gEa@5F5QuAtcsh7^3`{{C)2Pi7`ZeE81Y
z(8Q!LS(ScF-OsZvyfyW6`c_z?LZxu>?)|$7^qZlDCzo%J-PD}pdpJ9_7Sdd(yxuwY
z{AUTM?83{P8x%?ZM@L>)>C1Hn8Q7rw-y{&uZoJ-DZC0>aPf59Yw>NKzf2Wujt$1Ej
zFO+925LBQE!acfEjidzD>aA)dM*rsaS0#VvD8DSP$$7#-kI8N)*|eOQLQ~YX?TEv4
zNm36Nw9@MG072z{vho>pz5vhMog%oVr6yz*%>!Y>3J$K|XSM!Sp6olZ)5-Be78~y6
z+oDcCM~E3<zeE4<^A`pqwmasTf>{@v(SO~fy|+LCCHr3Du|W61tNg1Uz(qy4M{afY
znt*wrCG!+lzHzot9E%WY+lCEQvdjDZT*=O9Z)uC;QZedOre(|-FiGgEc%8q{q|aM>
z6@?=4Qg4#8WmzXC`mZK}*c~AQ!P8rrmVxUtePXNEGCjW(OwJM%`r-bc2jov1qnqn3
z;^pTjqDcpEnlqaVi~jxT#<&isE1U<tkWQ~H0ggfjR4Sx>9J}(8i6VJgq!)(%*{++f
z>xJ~ZJ-Alza?n%0Uy)5UC_FldKM8=R1)jN#u#2nESKEk@t|txbWhuH-73+#yHP>07
zG5bmKv^M7L#nyY^g@?v%1{pwmj8~eVY@W+x#fFa=38EJ%??*frZZ5m`^!aid9*C@h
z6>aTby5SoE0xfP?I65%u1CktcV95|G2@)eMiTX+h76--;^1A^4h@5zxGQWSn`CRJo
ze?cMI2uh;fdL7CE1$SpHW+L2LuX9wN)Dju}uI<HVvcf1c>y`6~(R3?pJXI+)PoiY^
z?tKrtcRAejVawhJW&sCNzib752IknPwwg^xwBgcx7A0#9b&Gs>X3a2u5LWxFU}hdc
z9^>Vld^jF`0Qj@sUiJcmm4({#-B;&;NL@o*z)EF9BJ_teNt=mM_P18!AV=1T`(C84
zca*lAdqkye86&fJEN~aL;SWr*RNN&aQ+lzh?7DB>OE^E5f!7|Ao~yANo!;I`?b>tV
z5tIVVVEQ;*pLgu%es((=YbZQ!g>=Pt%{`5Egtlb}aabPGGa(7dzq~;Hd7x_9uSGRS
zo@q78jdNx-g~hhbTW}u$n+o)!D7?)43^}f!>9K{<34}k>bgcZ;)Z1WFSuRfz6E|Gu
zGT22HIE>rOk!bC<G76B+kc!EP=d|zm3`&1n*LlSo_jZT;^y0%ib0hk%ej@`hGv!um
zrh_sF2>`v?3Sm7Y+N8DR&-`1<#*2cb@MjXWR#E5d$!RqU*g~+%T1!wc*JLbM#=1;(
zCK1&Ux@9ylFJbU?D~j^q4Bsi6UCb2>oAo_1Id2r4OjGb#Jz!J;HmFc;V@O=_7yN)<
z^3>5|4Nyi#*2)FApC4ZP)cE&`2WE?eEw(a!J5-)J<QEYUVUJozi66=4->3h+hI4sb
zXn<LlB((@XdFu=BLoL*}P8Qr`<BF~WQLQ4k?DLmpAFdzkTq6Df`rAo8ek+Sg`S|Zo
z)G*czPy(Nn)hbxvu=E-fy}cLQju*!>oR)~kOeSl3Ci#e`Mr#IhAvyImec7ucQY!5j
zE6SQt(SyPqM1l3E5oM~=h2Nrl@7jWZzTT?~#UdTRXw6%@y0>~S<`CcbR>}!qO4oNm
zFpg~tDU>9O6}ib1Q%BbdoHC6CD`Av9$ZI*0FH_dbZZ26aQ~@z^!rl<cfOp0x$&@<<
zeJjx1-V?d8i)}HNpvC|4%o{gXOm<q^4Jiuq-dypv1F58vAN?<p`s&<Mh0`CO{%q7y
zg!^5o<dkqOyjUfx4S(h!_$nT7H!uHno}Cq;(#`I@y*9K4wpMV{Cw2quEv;G~&q#fB
zotUQve7>T|=CF3fw-O`MIWq%vl{GhVIu>nZ!D=+efc?Zove=U;$}|zWpNM-DVRz*X
z{`BBM!Lpf`fy~KIP8&wv`Jt_J-VI~q5d5=eO7rMCRb`K9De&jt={9wS770Je3Gf+e
z01~m4Wx2El>N^2*;5adAX78Q*CT(|*<d)FNKXSOnrs&OqBCc;y%lhA28`%w+Xlsbi
zmHx2BE|Ic+jJF=v4~wD^7A}=-)-=$8P{5%<Hz%@qetkBvNIIN*M~V=RX*+}dUj)9V
zV%Hn0W!3+~+MEAFx&D9PopU<JX_4Y|v@sRYhRRlqnbS#4NORf{;gkxYscbXMxZkBn
z#e{>9naY+e$rgq=B1>ZIV;^H1`)thOp1IHW^7#|K-|sIy{19``bzj%(dcB^n=j-`2
zZOQBTb}LW8P=?YTW+^Vi_6%w;*VXPjp1Ci)7LAn(hq1iO2ZxQ0O74$+ZZKc1IOAT0
zaH5u3+XtH0Mr}&vmPCdQkUE;gSxP!19t{0Kdx4PE{D*|cljw8or`q~M?!6<pj8mD!
z8+Bh$cZ7b@fk3sAcc&(quf+X(3CUO{6G9$3XMQ73c(m}hhhXbnG&{$`uZiEru@SfN
z2pe?>I1Pe>@sOQnft%j$xcLlCP0Hyl{G`KXocg8uw~)(f{(k9gGm<phP;V@ePEj|3
zn9P>d&S2(Qv3O*6^f~=SsK7Dc_Yg<P*C$_JNRBWg=9%3CIJle{3|cN=xAd$ETyoZh
z+OwjwcO+F>)qQc_RB(6+yJ1=kh>#d<wqc<GdD^gZ-F!{Uv9mMiogEUrCLOu?JXp;K
zpYkFqX1dxAa<>)&%Kt3$7tHTC${1%$BPoDpz-E~1?w}=P%^f>)m}ebq!}#2RP6O?K
ziDmk{Si>Xh+n&e^-A=FD3Y;ErR$%HSp=RR-P9%Ga%!o^TwqWFUQTT>E_FC<i460Q3
zeDNVf-17LW8HpgC7uDsKTG1YTdk{6w3kDJtRoWh;eDWVXcYl@?3tbv6-O<TNOi7a5
z!GSqNgR)a#Z>O_q!f3jWU4&P+v(X&iYG*AdY{}lEJ}qZ!_TFi%5BoW|-#?#4*rmB*
z0kMEP{Mo68*vah0PHS+etpeNYvn#l_D@^V&)t1YXSGKt7xBUO$wzX;h59_p4PrZLx
zard6H)^b5i@|Z!`N}$Wt(nHC#Q~g^MkCl6D%S`ggEnF(Fgc5Gb9N)m)?Bzu}Z0|7Z
z!@>xq|Hk9d0!ApxleJ5vGml_TV3}?hy{V2{mV_S^$7O+@IkK|F?InX&R_M7jTYKAu
zDeL|pDN<-$v>PuO!Sbs;ZT*V9&x#I|Oe?Ge(3dgN-eL>tK&elf@%+m(;zkqmON^tf
z#bnMLnp(5U2r1n!-sRsdNv_cb+BX#*!ku5;J-aWM{_63uI~_K8It{jj3BE$imt&*V
z83*(N%W&grYA3IcK8MzGT<3Oh1_ND;^iMNWP9SXLpCmk7Zx4`ZaQr_;Az%G$wwsX~
z-*5)>Dzaq{x@;?Y0+b=5S&7KX3}vuzxCRdZ5wRH-Mm37rZ=-0Bb!OCLPDOnr=%(z}
zn4O>DHy@Y%euqu^G2^w&5M1%1J~%iZ=tFoKBgx7>7U15R*Nf~p0QC2m0pd9!>8vq3
zrRK%rP}EX}2vjBUd<H@M4q}1Yqybj$+UIW(Nf>qYu%)`P8H9X=g%I;Lch(|dq4h~a
z!aKC2*DNRC<tbn}5NE^7h{H<FL1ne?R&;@qQhRQZut+{3v^?L=s}yKg`{||MUU?E3
zb$6-I82&wgK4F6aHw$Rojc49kPiL6qdJ-2&M#yh2;4ogPtSJ3V`_fDJNDOHsaZ5;L
zdd=hbrR)IUw%tokRj<x1#RlE_k^Y2n1wJ9W(P>gbIiYB@b4hasMyN>dVk}Es!x|T3
z#>i1j*`eB;zj{)m-V+^KE(jWm1#K&}fHEeY$7c*H5*@^3*zipWB}$F2(~lG)&N=|a
zoBn&&>qhHCZeGEqG1GC`^ZL%2n*G(C@v!+tYD;jxDtqPP8NLXkd<m%x;pB(VS8STM
zK43iurtPT$W__Xs_4#$?XV^HiEOTFEzuxC=6k<h=rWT=CA~Q0*_F6!i^{&RpWP91^
z^o$TwX<evY9!s54>0|I<{0hTHzq^G&vr8UUlqX|AGDUK?vpuL^QI}jU@%;eW2MW4>
zZ2(7&nCb`&APUsJRMxYTa$q{9?d+ad3;<@VBzml2rE<B1=fC94a9=M#m~stvz_7|i
zfp)a+jsOW;8s)Eio7<?r$nBPpV_xDFK?hWtl~PD5an$7nggK^;d$<L!M(lRF>ONU~
zj?5o+tX1Py6fEyd&SqAzFB17TE0rtf;@^?!y0HU)L@74w!wKB6cY`M`MH8>4VXC=R
zFg=R4jlDGPnMq7GNzMLD8=jzT-=f{K2X+R^Nr(ubu^<hcjCMU<5osCG_-+m$VI^r6
zE4&MW^=JI9lRgkKdKNC7v&N?l^B~SV00(}%{N<yhb&*_MKxCb-1dJ!W0^kyOv97)h
zy2W7o9Y#Mc5BF?(`3Ilpi#HCj%=&N5(P0UBc`)LuZp)k53%S`!Um{L%2=&zYpE7~h
z$S(W4=GLjO%V|bQT(5P&2vrOYHpq+m2!&T~oQPeq+H@q~z<$UDF#1-+T<!lcH!>{W
z%W(BmBjO7^fj7Gse`ia_xLR9OKn-pce{&tefw#7va6cs;8b6l)3P0GXBr{@#%m%d|
zW*j)bm8xxa_d)_`?*(qtEC2AP&|aX&ET_+(rTZhKN{8;;2Xwz$+0ZW@s9RB8pfQSw
zfsa&l>nLIUjN|Vs3597JgWfO3*#J#RtPrr8y<IN;Bls<qMhEZ;hBx5h^|xqwk;!Ud
zSIlUy>GmjVFPLZGMhmyzDN9MO?)gMAvU+{*+|%h9@jR#awiKd&2l0uiGq!Qiq~J=v
zfeSQPG+&iI>2uwC>KFqmY+A0e#6=){JN&k}pfF8)v(P?|p4%}!3+kFmkqx??5TI0q
z0*^nYSoy8)v4~;jW4k1kOMzc6v7+r**=fC5c9-H%ODUYZ!Uq!D7g=>lL71(~;&z4A
zF&jVcpI?Wnt5VkvYOnwf2{EA|SePvxo?FVFi!6FIuhQd%(7)3is)Dh`-#(Wcwutqk
z3fw_VNfMQI8dW42773nh^HbR03ig9S;g&%!18rQ2d2k#B!AXaCbQzYae5Sa4!p&#b
zpAXzu@Ptdtug{npT&XV80)WYn3wN_!xRFBM|IjBqKe#*1ICS2Lx0*lVjvY`iOYuAe
zs3C6AU~!oI`4L!~>Hg(X!^OHxqpk`;pzyNLX^~`rg)e<9mYse(*Ey>>vRyVRCXT^~
zo`$n`p@))w58fhGKG6sXTRe+UU}Tag8*s8+{DyiivOMxC`R{Qr;NMO|jk8cPf9vYc
z;dOLx!SYnBS*xQnGj)MoJgk!iJDF$ITgO>Lv1ZsN_|V+((1TxGMiuV#WC7ad>(v<b
z;P6#;4YTqAqAh5YG*pA++=EzdpNbc%vJ_vL_b2e?L&}K*A{}OPv1b#IK~p1WoFQ6=
zglQ9NpQo%On*C1CMc|q9gDyFXZYY5fm`g2`1v|^KfkM*JJ7ppUT@Z~6imiS;gJg1e
z9Q_q$yc7$0atimfWd>13g1-h9V<o=Vl$_HOEBks3vw2BT3gDvac93nboOa4B^0FOk
zsYy5GtU?ObGI55vinhqKC>!^!o9&lvB1GhDyg8!fPG}CsJd$k@@asp6dKr#|GKU${
z{Y%eH9!+)5-h8+?k#e)|C6Fx#up$)!ny6QM8anHyJ(BJX`*KuFue#hF=G?B*P9-Ue
zbKDz87wo=RB=vXlntD7+QaWuIRC)*wRzBr}sV+RT+MJ#6T4?6-zgqaP3mX|(q@S&s
z=5wiP#_NfbR|}Q;@|(=pON5vjOsC=km@xAa5&fNuD=F@6i5os&GOm+&x6j9ELUifk
zYM;i~bEq)s?d!?@4?Fw0C?tW?YS_r%w$aS^z=vFHS1}MP9=z@^sQP!nIwdhR$HnDp
ztuK9AqA9YO+DoaA0XHg^)9(UXBxpx=u)mAuE1!cazq4uuGZn5N3Y5G@XcTuFqV40Y
zml$O{_t&*rt#1E$x#BYiaS9XPZtNF9<?bi{mwj==iWsZPDt=Lgy4nxmdDkSM_!0S#
zVeTQcsIz0@w+*^^ArJI2GX`fqIkkE%{<lU~^Sqb|GB}F)JBk!nkb8T%2&=AOHi;h?
zZfQAEm=X?FM$Fe?2q#vSlcH6Vo-C2jCo{c{)NVY2C+*nBSe)UV1Hiu}^CiDnSrRak
zIwztX`Fh5P6QqC=hbxuCw8n+)+B>(jwBQIybboCvy9RTE%&ff80OD}xhF7B%kE|bR
ztAYoy1la*o*@$4>Uw>}Ta~WubIhbBdUSeQQXyawy1@uWld;_u}VvKKJ-MM^uv-^;J
zwMpM~*r40^{8Jd!6l{%`=vWsHJUDDEUcdey38;5CNgm?wl>HZT`ARRUsX$s^l~a;R
zG6g=jKHfyZJ4&HVmuF2GSm(RzG*<gm3-6$R5oOqgR}<YwwwEMmrk6vLuKkj}jo$(j
znY{?kgG({4hcrGEph>$fO<SNI6SOz%v`he0m&n0$$5UpBU5lh6_?qKjYlcaIO!mn7
zX79-k+QG!~a%8BooKqxHoJ_Wj_gR^lAO^A`8CR4!V^KQ7%+@CpD+TO<fWCz{&_}#D
zeI6ROhqcW4aFk-}^6?r+E4BCENC&^j@N;2cpShe9xIb06j`dWQb{Q<oO45G!F5LZW
z(1W2JfZ|ZVtDt~NJ65k>tVp={Ci5q>gCXsAXaVY_x$n&%*jMn{VZ||0@q@(A<1(~_
zEuD^Ys?%>~lH)8u^9lsru!_8~d&iv(3!LDQPyD-)=ZdNRvrA==KzU*LeEfJT;a}%-
zW|dh{-uJoD=63K8_GUJ!tr<r_&zwe|D+4IpJT#vmPKI_}Kbk;^K07lDn=7)L$3A=i
z2{~mmm#SzNghoykvghN&cMmnkY3bWU`x%AR9lkl#dW-<?I8VpMZ!`p8l|Q-jT;#+#
zZ2y?<^QKS#@LH9D;v;?q`Mw4o;r1mFEPN?`sP;#a_YR0{Auh+BPT2q80WihT{E`E=
z+SQpwZOZY1XYzL|hs^oXVO>1vN|>)ko1X*P$=NJV1{U{QMf!@Il=3UGs~7!K{>fc@
z|9rPWZ=mydpP4kNh*yB~#B72SrrncKuY0qXRlYF`Srv6M$42A+nftTlBiq?opL-;C
zG|eT6BO&L-dO+Sr0ZaD!hA%=bz?!(=yvLI7hu4B4gwgg6g{t*Uim&CilF*Mw1U6aC
zHFyph_z?-gcDHT#O-^;7=>_id&;~pqYQqk<91mqe!AyA!jcgtq^x%w;CFK$&&<+co
z&P!9t+n$QA?|^!<Q)g;)D?7TrgdL2x?IKqVdfGM5>xuQ!P#*j^5KJh#Aowp5;N@9%
zX6sMl7j!LU+H*hPG=bG0lCJG8Fm=+Y>?++xSdt?Fw5~-PH;aE*UDN1&_Lmgjm3B^@
zC3e{IJH_+Vu=*G*6QsQlz^0C#yK*A=#{F&qsPJUkdWq~X-JXg5V%Xm?I2q(?8D_t~
ze@bTnp*t);GPv+h{6C7t%oCo0mw*9Xkd?8mjKJObE3<PcqlbWvq1Z_gPsI<2H2{(K
zJ+Kj@2#>knOmg-av6(qZ`DBw0+6Y%+{NEb&f>ZpAUqzG@AeIuPK=CuZ&y=?L2A$l|
zol0HK6{A@=yFBHC6XTT?f~Axo8A1OM%4*aaWHE?}d@lF0@~t2?@6v(XPNYOGH8Bj^
zCo3E19m6je902}NLm|GYKviRP=<$CJ$1=Z##*Ur1p=<<xEBD_htf-JeSNnMMGF2UH
z%0X~25~Gw&<8VTY1tYujRz<+U4<yJ%o(6{gBNQic2bJ*`+vlgsLCiJSLj`(u(1YT>
z<wMu^Jfj}qhUp8Ikc~YH6GgF8?R<CXF+9vFu7p}N!96JL0wHe_xJ~sb_@>P|;YsGp
zUEk5DO#E1ZdkbkQ65qw7_@fE%TqN`voD1MT0wHaM8i(GAd~=ThQ?zn1=5d#=$-=>2
zOD(g8ojxY;%Rgw&jxT$&r|+l#yy;Ss(D6~gFiE$nB-()SM--eY>r#4v_lf6cuAYTW
z*q?UY(kIMa;Y~aU!9FLSNSFPB-2{13sP#Ldm9uxsL($CzqslM3Si!p85WE0Fv|F@1
zRvt*+c<&0(`tFhH0%GMGp+l@ECFc*x4s04)(*B1C7Z?V{U>Xsg)C__`nXIDYJZE0-
zWb#IDCK$GxNByh4frzHca0Vbp$pX!J0*nBGpYxflcR2}va@cYjp^$hTt?~00*JhGG
z*9r&q*Fdxlg?l8rt5Z-{MOYXNyL0~ZY~-C-dry1i|E%GbtM6hrXHkF7_qQiX+MP2q
z2nsJi%vl9E6paALp;b=m@TSjX9U6|BP0@c8P*^-8AkuKXiw2i&Pzum3PF>2U7#`9M
zt^)?O;JXs_)60vs1Un$17ZygS7|@R_@k3qcT4t%71pdX63Lo<{Kj_^cP6a5hEo2V?
zxhie&Tl4i30Y!At9QZA0%1`Dwe$dN(i{ElJWOo*QQne)$D3BP!zcC*9!Fu*okV?ui
zP}=JJbEX4tiWK8E-Q$RqxOr{|mVi3-!GMc_KB@AUhHxBv`JNGrp|Ww3+4)sF-&ix>
zm|rzybJVStbjr(<p{B}UbF{f|L%rC&G25M}#Vtkv*|y|Oe2W~zQ%Xe+<`r|w+kqyQ
zcB&p<0bAg6FL{liABfr-BI^{aIIP?g%z|jI9>xnk)I_}h5=wHb$FS7>Va*Tbsf@vG
z*<D*Q;Lg*Y{`+!|u4L?oc1YBk^6rMhL2sHjy}AC!|0kg5=M61QhYda$-ObqI{4e$J
zC#?19iSElmf5v1t^g<dn>cq06d5W{$I*e}5hl?=@x&3H~v&mlbRL?{p8633>V#X_P
zgIWg+N{F-nnt!oT>y(p>63m6coUKtWw=>^l9nGcHV&ueOU%rCAJhKb6m(-LhL8E}Q
zClZi-YV+)N8|@sSf33ys<k5_jZ+4Nw$3OW+WD<-A@OPh*rH|BfZZ~mSM3Uf<R4Lo1
z4z@pcEuUOBo~lwT)J}TOx#PIf7_M*trkE0FpvxvG@hQJZ?<{9xM1a!)x8hand$w4%
zVl%Izi`eXo)(7%aA?HMpmttRsQC94YDvqwvdlG8j2e2{Bv-!XT0Tibdt{15LrRZ{7
zAuIYY8pmaBB3so&0PQ0eG^*dC8|xF%2}rrSK^YMogCFl#eiLU$oGEz1dm2dpeVVOp
zP{ZagFfL@)Np!2|Esq9Npg1oBGjgirEZA}H^f}1--o)+O%{;*zYD7AhMBeVfg?IYE
z*!8;F0jcQ7I1-5A7QMl81mZARNC5!hN7FUz{!HX`G6hwbU43>FK06YS)Lgx#P@ARx
z3F0s&7^rZ^P>~hOtZ$+;ottEya6`j@<5w+DC$_1<CeM!1F3(RLyB`q@XGdlvmaSO8
z3~CesHd`XJFptNri!gp4g!(1ypm)u>P9yZz@zyKc&Lz9Xt_6mjg^lC@hc7>dSM1b{
z?Sh5^tn=@GCd@6a_bed}j^iVjI2%D5;@4{eS^VX+&Tj)0{qMAID#3kJ-5C*?4y5rb
zuH&V^Y~?3VtJ51WJKF)cuzn5`fY~iz_j`Wq@{DAq0E$Hb(RDX|*;3*g+|T3zo_3Ej
zRCVm((o}*_=iikfcsVU>5Z7yPiP9EdV6T<glMc2UXu>RHx6$>b075#~L-Q0;$IYKy
zr=aWvZMiAHKN;(Nb{<^;4k52^X5(gvVqPPK(lFL|I<J5F@0nM{;az^EMjBv(XO_7Y
zTeh_GxY6!V)%A8(cEDY&H43R%<lF||tU{~+8Qoq-_mam^74thj6meU%5l&0E6Vly9
zpJ)0onN{61b11&4B*rs9%=zBWoRFh<*~HzSQ<!xe?YXe+?MugRwl7hB)HMG~b~l(d
zBb|>|-s<%2OPzq9QW2P)y3A8TbvsUNob|n@L5#fiv3H5N2LG1Rny-80RL;qt8hLlx
z;12b57+ycrO9pL3VHS%CWVW(PjB~U95MkBH&f&If(^l<HxK2&`HQ&cynLR~1T1gm5
zjH)*KgU$f81;hjR{PLd(tb(TF&Q}vK-mBONDafjPR8r+PK4{r`=#+3HvR;;O%Qw!d
z;ibSPTL#pC_30DmVxsnjEt-S4MCL2D_k77BZLhh6uFRw2Wk8Em?*Em!OL5(A3|N|Z
zYsSjH=z=LC%=o4D6e3_sx}oCRNF7~>v*r9l@Eq7?03@hHxU;{nke}~~xt`A~P_R9^
z6-R|hU&C|-iEl?$DW%ako4B2>_IFLU-PCmWcrtK9>#jJc<*Y<QPsta7Mk)n0arFM>
zrQ@>5eKFVgs8vB!S{=a2`^+7rK^Q|eZDa#hr=^M!697kv6*GVaCHJz)x>22G>xh(F
z8Q1n=_Q@bYbIn0-i`+rtnL{nZZnIy0?P`l_1S`u7hnkT>UNrXe%yh7F(-wc7sk^zC
zi$o(uLJR2k*-l~%q&3ucR!p!{HFt{Znpab@j%sOfcnFrStcMe3&P21ikHu)Wd;(mE
zUJ&H}WpK{GX@y_-+Op6K-3AKNai2Ujbs5%)=x5&sX2%He_)2JblP=6>evih;14d$E
zQZeK^buUGqpYN#~#fCoV;)`5e7DE<d;sx<s=?l{h)`Fjr@-fSuK8_I`yttKZ!(HEl
zp)!0Cc9PZz-m`vl4daD_|Hhj5tLfk=!j;`{`qVxC_E(^b<ql@gagQg2=iiQ}QrAq=
zevkO_?Ph3!x|%u|ZAem42yHs_#bqQQ9VibyB+ebeCJ5~v4{HGc>JtS$1SQZ?8u9xb
z;*lEO&=?wASL?1!GM`~fq2jv%@S&zX3|gnR*~y>t2ZwjdF#%#saGHc5!i;BqlZp=Z
zoueLca&|8imG>%Pn%ZyIh5Zeeg@OD3TQkujf5)f_I$mvFE2*^VPU@xY?(O6>TNCxc
zD~!f6#o6#ym~voj>*X0BC;m^7;p-2%7ugD2t_!gXR^j^9MDMIC7$HXZ^e^GnPKxZk
zVdYGyrLsPpNA*+&*e8fyJ-e89b${V(BY(S_MUvVr!j@;jV4;#fL`jVoK{|@G)k%?`
zIt%9)?*3hEx53`QhBE=B=|qoOQ)YB$6g#&dw)5YQF<dfUL+9td3qSGIk9~je;Mr<T
zj*QKRj4K?K^nA22s@~7MmM}SdY9eDZG34wB4yK(^(m*w~+O-7jfZ9(r_7}f$Mim!U
z_E}DCrKAB}CCebprH?{~V$b(;DdVy$n8w^|)eEhenLK{MFesi)`ipPiCbKz+nq+S7
z*pP$aBN=w<)cyPJk1Iy5pS}!2U|BFV<arT(4EH=RnW2(7TZ1ZPMglK@e||5_Aszce
z<O?dUMIG>M^_qZ`52B*bN-*B$QGzh{^(i7%Vm*&<qxfrWu<KQ;gbk#wYV`T#IeY0A
zP$qdS?9?V0F0xu+9J~%0?8-i$W&orW?_ADV&i|5`K3$DrrB!NkM(G;PJ_9#Fu4LM}
zX+$x6F5bI%)**`LZAhK6->6YZj<O)&<0o)(z=mb`j=T_Tz|RrfcpQOh2$5kuqT|Xu
z078&;``^&92Iz@oU}KQmss7;^^CP5o3^<LuqKY~Y9*apKdzR)s16f||O5l#mw<1&C
zRR!~>E(vyVwszGGXy>6Ms*0o!Nrk$IXPW-&RU`xsa~D9uby{KW$?VKmW7UaA5lZ~b
z-6r_(zJoHdeo6V{&=BLJEV^LE;z>4Dqpo>pA2|N~#duUd3M`ieb_o0{{d(_jp~-_G
z_fKE2tYQjb`1$t8uQxu@I>OQbNT~ErXV!r`?Y<0k!7hz(fe|z30z>q@I16XKC~T?~
z@fgM`KiVR(|6YE~S)K|ruP0WT?ythKDls=nj6l;*CwC3}>7Jfm+{|q5FXqX?7v>bc
zk-W^JHoRSid<T`_OndmK{s{y?%9yv_dkZ)l3O8IEs?=rb(^Y%&?_t4u=r_ePm5LCN
z|N8D6%TvoD4E%84E<Y6$pjObd;xa~{qTGd7K9rAQ)vD_c5R~+s>fvuERokOEEx%`?
zzc<C9XVOwp2LMbV&)z)gK5%DlRmm6Y)->mFq^IKgN{}ZuOGdxayHtJA>ZjU}`hf;|
z5&!U_`f+uT2XHXTRFpEBk9;NnIr>cY-L^m_yQP%*YK43z^w%#fD+)Cup+4XtP&eMe
zY!&>H=IOsx+-g=d23OG5cJsq{D+l#CrQtXBS~jIBO5hnWb8g+KpPyXzUSzf*6xL5_
z3HamhfwkL*#ywp98v9VYF0$(wVe^cGxN={l<ZkAax412aFS)v9RLK(T)o-KgwSwBr
zJ%zX3)HgSyx|n@_#5Hx1aw>hJde;i_AryHcG*KJ_?`y8!A-3iHsrPl8(mYHT7}4ue
z`VF(I=|_Q<;HU_}*YG#BBJ@))9dhC)L|?Cn00cN7UL?19oH^bMxw%h}cDl$s>PL3>
z7`>A{A&=;PirP~VBgfRLe$i=);>}xgiko6Jc$B9AI2v!nBsf0<3OTgM9K0HOD^`M?
z<1>@zQcPKomdij#`;$U*+=;yIrr;_jn%n<j#7Bvn|A;r9HBQgq7a68M)DfG7aiu^I
zVlBS<%NV5qAPNPn=my)Yz1gq}l3zuB!GA&fNpPDEGOF>0Lm9GIh0)rXY>o_aO<5U-
z^;!KBu751@i#h|MwRTfdwK$$l%Us^l(f$%G+Y4Piq~LOo&Xyw7U-Y89DiCj0uGO{&
zK#_@T82#(ZSvOrG`JeF9-5IgGeo#o_<h$`kKtxcz2D}=Nqw11?w}rXNtIMTDMh1~(
zdF4x$?iEuZP`EbdOb>cpU_PgRc-ms5@RsS<aJfH0oZT-4>DuJ$Sf*0wUU(&;vF@^#
zEt=CiKc%qYUheW+nD-^)3&~RBVKlfF<<gq^ekM$>%72?P)0t_JK!OThRGZsZ6+;|Z
z_!TB+RgscFoPhbrq^sO1J)!`=X%gF2!BQOh*uHFF{#T3@&i*W~%d<MdvP6uT?5fmH
z6zdB}fzyAH8z)P1bNeDSm0ov<JCuj_G6XO96C>W<H3KIW80DWoLCZz}23ql)%!Y;R
zea_@;&cun=M}_6f?B*bgb!k&c-{b6;UmScu|8r=+EzfA&iU6Z*VAaf}1NnFUTQlvT
z?IDLO6{!<o3Lf3M{4TS__-k7p#UT~AnIBg=I?+#dm4MeZa|v*Gh>uk1-X9;ek@U)~
z`<}+34FwF;5VYu6;70z4wMdUx`Fj2)iP9FHKjZGz<5|?Zl-G=qvP*1qY_J@nJJ6`>
zzxM4f%iO<@l7b2l_bK?F`8~Lv{KZ9n`H*FXS`OYMz6OA~#$hWx=T+#Jv>eh)=#vQU
zvlH<KTsN{`s2k!Zp_<l9LR>rXULqT{mwe2U7>xH+PJXpSUHbCzBGr6Z60J(#Qf8yW
z;!eOYnu(Rt{XJI;^u|Lm@l%-G{6h{&hutS^vY24X2xNR79oih3B9aF3#rA_2Cp}MZ
zx^tOszML~2c0|c~rnsQ%KmYl^HK&6`S^#*7MS=AC-CS?o<#q+{c)|HVSFpdgw93sx
zm#|BDUN=KqT;tBtJZj+y`N*^4O7#5U-NJ*1R@$YF?c^&}JYgLJ60_#FG%7%QPby_9
z)I0@*LcM%LR`)E|6SpZ7Sh@Wvwim8tUtoERVT;cI6N&ke8#V~IIHSQQLm+9)dv)VF
zTFcFS&LdnnSytr7wcn)bf2EkwgW>$r@^k?Zrz9XQj{|5mw6iqRQd>o%>z^5aqdBL4
z5H0VbxgF;#JTRI5p2U=-0cJa@g+jd(1=a@3f0o;+^JM?GQbSLrj}8Mw9b;*^8pxO&
zpN2tlPYK8hAn<qNDm-%dUFj#TOd@5bCWWdsDIz@T>2g#CxGzb;CjP5Dr{Kxk&tBwQ
z3`R;Z{z7zDCcoaU+EQwU1i)a2`A<NKF!RDc!>6!@t<!A<j>-UBho;$xepx6{aUw9&
z#oK#g?@6nYIFeVYRM`kXC&r*z*xU7nKVxNuBfV`VNUi-T9(*p9*N;?~`BFWlXqH%t
zDy}fyr-N#^CyQ3>9AnAAK?-YonclAq|IXPp4U!3<4eb4?BwZ)+#M^^QyE2t`Vz71X
zwIpa1-syUOPq+HOG8YiY{#%0s@_`h(B_EHK0f(Cp73bub?FHx4g11A?XP2T%pdEmF
z#nh@K#lYAx7t|sW+z*6Vp>f3ZK72L^GnKi%6q*DHeDrg_Ltl$Yp$gI``{@~gND_5{
zmMQq*CtIrw%bzU*L59`BS0wCmuQ$S=HhYIbaZ*hOO&gQg40@G(w7<p*Fcmv(u>8uI
zx&~g8Fz`JKKgTsz939KkQb)#ZyYIe@U|oPpPwBA?cBdf<Fy<*Dul{*JqJMGvP(q!I
z-K-?ZwdL<zd>Jt~dj!|EJXJdczdwHR+QMQXA-&rVw1%YR^!gpN`r^=RWm^hRu9?fh
zK3cn)X*NnVcmW@p&hV%)t?8$3DJhM!n&If9nPdxrV<h>gUjV1y;+Is_x0Uo81gA@C
z0CFvn8S=VQmipxs+yi@!F}44Z@xca>5$OAGW>;Q7VQl;EHx&UZ?@oN(yEkZQ&Hp!T
zpC3}+Uv-%cGOr9AxLZ;gHJXUMe7^)qexEY+XH4XCFN>j|vMogYujU8*#^6JQPt{;E
zS0P<zyF3TpfYAz$95bb)x@jML?mPd2dQ5mX(<9&M4t*oTI5%VDNbdrTJuitT(f=+D
zkWT@r&AwELJ|`GdqP?Hd#^DuPJ^jBjC}S*j8RXKbI64m4v(91Bk`wwBHPn_G5GQPQ
zi_ww&%<sy{LILS%oK=YF!3T%7)m?hqYlK<T=S924i8OfIwN%x-1fT$)YVClEa^fDb
zRGHJo>Wj^8wt)WCW;pe955Hcdho*at=oWPtmdWzIq}+WTNXc;CnSs@1p_<VUWf;Y;
zQoyUsy9Yoy&vm04Z>K<7n-pd&TI$nhb_GyWu8^kKL8Ra^suc5eEuDjyBU4Ktgf%DX
zYw0lyMOwO)1D=9(u3Kul%e42XmG+dmywl!xz><gXR+`J1isBeX<nz?q#kg1*U@%^x
zMlKDqwkeL42QW%GJfcr1OI5KG6<W*W*_csSa!;g@<(9S)cW6)gBy$@vuJMX6la>)%
zU6v&A+Femn0&YIQaN{&VfG>1)2gCt)Mrhvm7b#ZhIGNp8;nT`})$GB1v=tZ5llB;7
z$F<o^F_m9VGMjMrPiJ;u+d!{x(QzNy*7T9uX2rf9vg-SpAew3S^$LM<zTH(Xb1!KI
z%?|{ZHfF+T0t6~K0Z9i)+RuIw^~qOo-Z@@0o%TSA#}~}nB0E*1%f0H&6Wz=(32Lt^
z5Ux@)G?!yXQF<%+_Aa|GQ=KBgL)Hy?6)dND)`ui!j<5Z1&8r@yNY@_^DA>5Z)jXSo
z-yEBpL2`d#GJIoOshSGpHN)(8POm8iA(K`$*(7q#YSL0yO+_z>Cnx}n2?LF!LmhQj
zDz>h}pkxkeYD6mR$z??tFmUfrURTW@Sj^4=jH~JZT=E2`8U)i_Fa}>CaRhIS)fkhs
zEdAMdWFCEGTzO+|zLNE&KJrvwlxcTJzPbgOZlMe5NyQkvSS%MM)dZN4XMpXOK7Q9s
z*cJir#a*)b+v$|yPH%^#pnL9_;jNi`(CYx9m|7vxQ_}bD3n@<ee6xQ+jqCpGz~LaK
zpd!o83RL&)e&)*7RCPS;?RLwyE#2_w#IfaaXao7I3|vF&96lzQqdcnnDL>O+N>X``
zh!=4<5DO3MTFWsMs$0yawC{J?cukNxvUM8SD*V0BXADxSyPt(OVR?RN_7u7Q3x?C;
zd||}B3B>1>pV-yw(wE(~vksh3jky6xD15o&+aB`n9h!Bl9oLA@zg~3matL<5ROk6i
zrr%^MRC5;9Cc@anVuMmaY=_{4Cs$3#ye(}Ha#|B+nOtTnPw7-D#MME6BSW$$+*X_|
zo1vLERNd8_HKH4jL-WPiQWTkXn?(l>>GsQ6S`X65M`?J&YoBwq!JA@!?KdsPX$i7j
zktU%P{pmyvqn)6oJuuLTH_-5qhk}n3zdH|ZGoH0I0`s$<UTef^bbp<~r*1hl1j0SS
z_p$0&cFXn_VC&4v5WVgICy$Q9hU&kx-%Ob<{mz$m!KTA+DfBrE&u_WWHcI#@(?!#E
zTZlzLXfV@VyjNJ*!1@tbtp-0MtG;udU2zAd#A<!{zJV?QX9G`g7H?YzM`K6trh>tp
zg4_%9A*G@_a#yD@bw_q#Lgk7CvxzB4ikwOuhr&w+Et~X+Mh5!DRI>kkA6RR_+7Hjf
zl6b6B?UlMKNv5FGH_jFi>gLpblO>&PH=(GnbLB61GR~?W*B)6L0Pxl*sg|NT3K_ma
zY&g;_l;v$b`K1F881R93HE%~mPiP$+Jn$j)y{ntm!t2C%%9F+UwB6Rh)^e2c47k7N
z=Y%7snJyciuS{u$xxNDfAh9C(F0KJcoLV#!o4M7O{tfY6Nz5!5ac*U{00y#!iAdib
z3DHx6;)tnaN)ByOy&^o$DquUnRW{&x_7+!k#c+BX*N&*jNLv}mMqy7u0W%83(>TPg
zs(E*4Yt#+`xWr~hj_>9uSryXG3h@i3@wee=z|Lr?qO^TSi~1Xy0ngzyeI3z}J5@fG
z1N?)!DX8<sl-S`B8@+hQ5(pCjS?@hM(IE5@kgpV`%9#J*b5K|TKo$R66IvupMlK}X
z$OL&=Cj<Br3Bio&e`~%p2s3`i94`*7k30{XBB>jLz4v_pA4G)_a(p@;F)8d2)yK0}
zh7_Ll=K|6D?%D=eafGB(O*wvVWOCE};2I@|#k;J^OYDB%_1&H?B5;tQbs*-fiuydu
z_$^jGeCPAer_ZOMLKPPm0|A*J5W7{TId(ec2{(%!Xoal@eXG!Di{USnr1`%{%_umY
zK`p`(fdz<Y8?V(0TR@#=svfoSsWJlpQ8;|)q+qfbjJytjt?XL~=}R@^n?zWFE`()C
z4|c!)8#-mTHSuJa$o(<(jRu$foP1@}8~ww?RpztZsffCk*{>LdnlY2E+D#Rmf-5=z
z8Rc3>YNi$bi!5bx+x}8;IXSweQ4{&-Lt_OfmvTW{I=9t<RS(92v#K8>fekF?WTV0x
znG7{8KD`Zcp9tIaX`_RB@qPCs!liz+#wd2Pcg|R|;tCgTMO~w@nm$r57Sqi8V&bdk
zQ4Nc6Csn{%BS4%&)XwKl(VELeE1K&jitBI#y`Anz=X6_m!-z3^N$Y{Q4%sgJC83bC
zxt8bSemky<7r^;+Tv|!M!yr%oqj1Oe;L>1(X}rwH``N`J>C^iXIjLr@s6%nMmuw##
zg4TKC71Zo^%a^M9B8grj=Xl7~K^ifPx|wQ50;E>D|D-H3+`*DCN8sypXXCcU<@F{Y
zc1ukE?z?1-F=(4vkw^Z&DR(2+a&A?W&<MwT{#%o_g)7Hc<2d@PYGho=VqPO@{z?Ho
zLN{oH!qPZ4cFxMv`^$f8%qJ%tly6MaR7=(&s#ytJC8a(aH7~l_>@u@|Geo7CNB5vw
z<JJ8i?(n7a)8Io(FH9=Vql+I4Utb6(-YJ%%vV$a3t~bbdE-C`r4A6*Fwe?q9xE(on
z?l<`@5{&fAWA38_z9KD9==K#lA5Zv=tg@MS;pw+g!4hvV#7JMUu*j-LZy9C%gtVNY
zSbo($ka|fLUifGHtkD~9kz4D}x#(2w4Ne|$UVqz*!h|3c%8@aBmPhfki(kKOEg2NK
z#`16Wn@a)=aPBiwLWS6~u5hE*h(V_>m_%2Q#zIdRxZlpa{!6AV;iqgx5fS)5Az#P|
zT)X~Jfqz~ko6t6lfBywHQcVE@8GS~mdf-|?z7}6QvYU}2nyd5gzdDTYm3wE@p)_4U
z?bNo9LWcN2W!dp(TpWs>T<7*dfBVz(g)@UK?Q%p*<r<{s&F8xBviHkw22bGe$nv;?
z{)xFlmmp_{HCFWjDQw+IK0TvDBCN~AEdj(%NTZIu574@3<#DyFhhX?t<U5Ldqe_$T
z<|{@?MN+;P{a7yTU6#Lh0G5Y%<M^FB0*@?QK}ubzpU{*-Z|AQONubqKA9gOqy4}^u
zyXM?|W#J8*JID>FWg9xmY%f%CCh&iWKBvz>y?Fr0vTPAvXem+!)B_5CXq4eIUVy7R
z);~R7yQAC9xH__}tfTO4jG7?|m}}83z%MhU334mLEor;{Ok?IjPvLJ@BQ&<3?`FF9
z?4m!!98g@4UA+(8_ZY3#bnE=^)~3|OQuPK@GUTe?Ea@|^E&fiF=wt&yCNMe3T;6_N
ze(xKqm-q0JeuG0!h<mo27CX*)ia9D2DU2&RnOs!YC_By%XIrdMlPMw@ZQu-BHm)Z`
zE}VTikOiQ?=4y`A@|WW)pYyX4*fW!JL&E*nwR}S^A|=L$6;`>^RILvQ!c$)z1~UIK
zj0)a2p{{!m>N=~frVl82KZk{VW*$j%00FfO)SBxg?z77~O1qNg2D|@d2>4M(*+SgY
z0GUUnFd}k7|C#UJ)TT)1hlri!uq8B98Gw7(!QsKc!c+sA?%UV`yP3Q9B6dY%+(YQx
zTpm&qR?YfRs9*2C5mQX^$#KV|l5Qc-R&Hnd?aOGlfK&jlFl?pM$?d8WygqpmwbdTv
z6j;&mP}XK<bWI1BzR|`MXhD>~%ZEPSq_V6Za+-l#2uRYHp!g$v$lc~<kAK~EJZa7+
z39z)*r4L-2>zHPTtnCd>ENe?LOCcmiA&trULtuZ^Q@+gw{-%~vHwo0Ela^&48jZ#{
z>wsB`@3Kn?-mu3^cg6lYE$|&g0W<rs@*7X0;N>{#HgK6FRF|U7RpByz`FTtDS4R-Q
z@Ak%FfLQN0x5n4wIraT9YD0i`U<3LS_Rp<s&5PshiFy@1rue;T7!srLb0rj~8HXPQ
zK6Ue8kN{9q3b`lVgVpYF05q2%t2*oUfWnPVE;G(P>HX;n=>rN}4%LW&NH439kIEcP
zU$(GYnQg_NFuR6+pr1$&vjP6O2QE!oSTRe2(5Obt&Z5rJL!ooq%)CPyWZJ)CC)0Xc
zXNr|dx{L=0vd?56#OORba`zo`S#q9ml3iG`6NWZB^DBxUVp>RR<8eEiRg|EP^fQB|
zy%mAgwvOo6sYg~A)qEfWG_8uNx4=IATfF3FyYp2SzY)cuDrLxuW7?%nVM!5<+@hmW
zpa68nJqqpjR_3Ss$Oh@phki-*0vZ+Zz+454WRzw{P9AHRTDo`n+G=(=2Yks1jEb5R
zmuR~y{gRgcnr;!K0%B6}4d~xPo!MUW1c!#6`rZf6x+VwP8{yk&V4_M=MF9TCN#@Ca
z<zCaV(>M_7ZBT8cc2AI0KZpM`I5TpPK0ok?9F=2(WI>XNco_<0Fma#fxYci^$>!>f
z8mQ|Sy1?C|qyjLmALWmMcfi%}x(&E2LGl0R@1oCgs#Ejmqxs`hP=Ua%jR-}dZLrS+
z4~5QXG<PmQ;{#tHCIT`WI_QhIzI;Mu`7?Syn7NH97>pzjBOJSsVV(y>IA%T)qPuRj
zKBkJ!(|L;yJyv7KhT1-CauX>S3TnVdS=#8_t8x}u@<5*xv$$Oc;KdT4cf}ZZ6|BR*
zSD`%EvAUQz^D)#jv-p#Gsa(h4&vfL*rMk&F0y2i>Knj0wX?}RN?XEpb$8^kee?R0x
z(l(2_6Kk{fr7u;c1E8mbff>4r^Mi(O|E*!q^hwly0Q#i^Us!dBP8F;*nM?Ye?T;+z
z1Ia#~0E<LkOL*^(q9pJ(=Po1VBCAI}sV+Vw!w-wxh&GcEaTDT<yJj07wUl7I<AMuV
z7ZNH8?U^-4m~d{RzU@C3&k*UqN_jmaRmVy+_@L&yj(t?MpDV||VEH@UNTh?ggI`j<
zE~kB<WBz$L=yvi!y#6aum?(e)Ucg71%lzsTm`6sksLy#ewOgvH(lDT1RwiUwIQeX%
zV^YHq7w{*uAdr($4t-y#Sc%zrJo70+m+wp|1k9&5%p^+ADG4jSxg=Z~e-<#qTGgp}
zslBb<f6d83syh*qSRI(lnN4DM)cL)4dv|h@1($p*wTCf~f&$cgB!_BVQ<CL0kL2#}
zo<zXqBN;Yi*Wm<?1BIw-aZ@~;Jzw&9UZ1vo6b$7xJ)K_d>yrVIKx;ZD%DUwThY|xq
zi-PqIvjadgLDlcbe+a)u53w<t9fZSgh$gN#7CU=Qf*(!=ob|NEGo{#YURJ@LuKMoU
zy31iyS@22OEkQZgDC(}Bpf}Z<TW!%c;gj|27S1Ku{8gNd<#<3RrcNrC&t2KD%VZY6
z6AR3*1y^Qz71w$RLOq}7%A?qct=zdedg;J)j(8rh+8%j#==Mvpm4L#vj}+)5o)3#k
zoG5w&iuVFV>!JVFY$W<$e0JQZ#ByCaei?J~=znWKz-MC@9ggOF3*GwhFCU;XVmzbv
zKjv@bQyyc_p@<rz-Vdd&#+Pl}>sHc$r|VJs9i+Ictr%nTMQNp_0-)DoLa<ylBp{oj
z#u8u4;r<^L4!#!b+<R6&ZI{rO82-nbAOByg3~kBTeKasl)0RDdtIM?DSTE9mXA(&3
z?YFPwO}z{FCp@L`+W_v#Xe5{VP;vU*)eWHwKiPb$iaYdMpU9c<YZAsC_7ZIGQUU;Z
zF#ELLxryuE$N`lG3qo|(|Aq#gue!AsG~cPfe;Sf+N_tNpI=j0BloucuAId*!ve@c<
zC&YfLhzqw|MSJ{Gd>y0_91a|Et#P7(&H)_);?an#?_dRFjpJ694XEGpCt`XL-oIfx
zibc0+9g3(A9h@*3K($p?9^<9v?D8iO5r<baxYY2)#jvg30-|N3X3C~kyUTX3^vhyM
z+0cSYA0NzfOq?v1b@5gOabrroitn85t`H=B#WBPS7^A&skPy-XuOnwu(NdtQCFg;L
zLnt<!@*t-+rB(akJ8!pxoh8FortTVgdGB?qMqG!SaHv<Qh;@uf0J!_8T@f!LsNb=h
zrv;F&;*Y9ukP6(5^dW`*T$=H+8HO*@pg6TrILdA0_g&M?>HHR!io&+X!QReR*7>r3
z)^cRP(q4Pro@l+ZX1){{==kV>04u)>N=#qDoSDyBcUiI4LQ;6(h62b1zD<8WTV}KI
z{uklUym(ak9c4jjjRQT>C;*Zcd~5}nP@)^Lj;lMsdd&HHk?=WfG{SF(d7Ancm4_X}
z!`PXO%{o;;2nke9Gvj;S9H3ic0b}Ebxgdw2V_v^=`XmlrGm@aqZukkgCcfq-2+9^#
z<YoKqxyiM}$FfUxBf2qG+IC3-&&ZPgB?H@)@rzKglj}9P_BkU<em|1#0o0dlx{x0h
zukZ1vy`9qDDV)j^NL(!WvNNVe^8sbBVL7CoV3lDG=2`YE=m+%i;YRszhZc&jh&p4K
z@FjWa3H|GP{)iQ-PJ2tQk!dSkI1>~*aOyfT1Sll`mzJF9khb`a2J+Qry1Xhgf(KrP
zR`BB}!S(k6zFR&RoYmy#iBHqg0h1*lru;!~bSs&L6OZ}!Bss{kGlpbgO+G2s1L&!<
z+^U`>7KYf>%&7^ExCv@Hf5b_TWz72!ob=vD8FuS@0c)F#n(r0j_;lHRQ%l3k%!YK;
zyjkb+C_Ni(E{F-gS@%U1v#83);;xAizEdTw(b~^8sninxgW^K3?_x=w7S6ql*}fbs
zI&A8NX6m;g6MUuzA5H}cRuNDcnf>@G`$EFA+TJHO^RO-Dv4ZM(riM{gw<!;ULb|&b
z^(sF1Po3Ip3F5R9{k{YP?4-=V{Mcdx)dK6-bl_rL$NBXDunF2xD4A4tr(hCtYoa^@
zV)$r?X=lfltNT%lfGFP#Q~53LLGswgSI$>D3mrkc->@*5^|jF+vVSB39hL|lKA=z7
z?1>a%pjhmZ+W5Pn#;WJp=cCsOuTWS5x!k9kdQO%;+A?RU7D2EYMpEysSe!D;45C4b
za~HNOz5zy@P!%NmsrPcSfUI^g=68l*IWcz_wpl{gcnZ-LrjyZ<qD`5)U^J<?*>A!g
zoWURUSP~?p*LUT0z;!z{^lAG9rU|vZ@c9n?$7ssFgqrwKExW&jche3--iaN%Q8y!R
zrtS{SPR25K%C$Y=&_k@(a#v6_zZyEd&F#N6NpkH|V+4(9WJ5P$$q$8#<Z}95^%!xz
z16Yi5*le#Zp;`+Y%!K&NJ}7o>f*6TO+<tZSZm)59SeSOc6H20|%=^gv-P#p4{#<*@
z`hn8OD8*51tZ&?%_6*GwPsPV@o;B|5@Q4YgID{bQcs9EQT}r#q=n<Cvlnn$@tgC`8
zj=tJHdA|~2Y7XUajn)sJ+RA&nTec;WNUvKN(0hA57+4p^q3>Dfe4$<AG|+B>sT&SR
zk?3LdE6MP$V>LM^UHA)O%qjAMO?QLU`S5x-6*&0034VjO1HI28EZfg&p(Ny=cHb`j
zQUDeG1#@nqW?U513gjyxqW*F&I2eUW()O;*^GTQLm*)su0BCb-3?MArO~t}}HL)f;
z$j5O0S{X-cnzTlKMIlv9;ADTMFI0!ntL>!gIl;51-8~FAQx6aW!O}{+%)LIuF_KfK
zZ35dmGwzWzGM)m4Lp-JtoDxy1RFP_iWx1O8z&hckEyun$(2H{%N5Cb>V6Z*jSI7c|
z2f@cnlLiW(Gpw%fi^IV7W&<|b91q1zjc31Fvr-96Y+IdyP8mw`v0zX&^8IXEc@?5L
zqu>Q|)t>Dzuj5A?okP^Sua|W$IR#ytzBE+RtPjYDEO>_31P=pg<8=0qNu}>8S^IGN
z-whkBiWs7CmnsE@6=PbLzFItKi+wLkoJLEfof%s)2pcM~@VX*Eep>@eYgSf>qnBrf
zA?Fo(6pw^>yH&lo<yVROM7b~>rXtLgMh1cdk`*;}V4q+@s^M*T*wt{PgNLXBXfxyt
z4JUwpVbK^vgTLfh7S0ijXFubf&R&t;0ZMtAQhY!MXk@9{HPUv&Mp26aT7Pa>3!`YU
z9Ll?OX$oF=8vu1$I8xAij{)dgA+_=HKaR^2VHFYe*L{5U$y4c@OYj=mb(9Nek1<vA
zi@lf;Y8Fc?G7*6Wm=9LRQ9zF|evy!WWO-*u#NPa)Mgtv#E3WuQH9AC;O&2<NoT5_S
z@d5U;_3)cANffY{<WvpMCK#<uSb7!m?N_D#V}Fa|Pv&z9!T=aU{Yz&2)}`fx&G^{~
zX5<%|rd?`Y>uqxqx18vg5fBNnRugjnRfBuV{=6&8=nqEq+yk}nf#DVGq7<!17zCos
zcY=7f!pj!E53ccH-5tLEHJ}0kby{ay2Lc^~Rwea|*>38Q<v=-HsI9MteW2-<r-)iE
z)R<vzEoJ^jeBO{~amPoq{3$i~r{)R8jA$<q`TB2-1DKtnN)GKiX{{`-Thy(+O$zSu
zVsVzBR`Z^HpRAHbd$Ll~W#WHp_I~Uvwa3?mxYkP?ie?(@vYD0eZ_|lo%oCu^$>E*t
z&<PH<9se+dzw|7R`+l^h@C1xd8SWF#-9|O$-tDsRua%LJ`6WvI%RQyrO`~tmimYsw
z1~cM_7YxhDGixn(N6I>O<7=Ya)9(MGPAc$bXLb%Vl3ar3iQBDiJx&9s&P8JRYl*8K
z{#l4`3hOZg3*9Gi;Vz0dIVaGx{(xy=+)OpbM%ug=)DHKjR<%8;YizR)zL<9G?Nv;z
z?6`mK3h}^ST`N@o!uYYs2=ew&%W3D^Ib+cFeyv!iKZ=yk&n0g$(_yrwn(5MYHv`E}
z6MG?h`k%~2ZG&CKTB&e1(0dTOQquzRe3%Q>*fX6qU0l~oZjArdyu4fGsWn2^<(o<E
zw(m(p)0gkUS|9_noyf$|Jc}dhZ*SMHx&pvrY$lw>e5^3{CXK1;ToalOM?U*-xV*YF
zdI@{I%K%x?VeA~9g5vB~=LDhn5Q4Dy#n_1-r}C73{g^RH&++i#Ol6oWsK1ysy=2$7
zC&#rc?WzQ9)~&38yYcfKRoO!$up${7Tn(lS<8Lp?&GX}*>C~$w(wCW1N009fH~pL0
zR`^x&sC=-|zL1zY2GwifY=my<@7|rxa=AJ%Yxc<%+pqpxV=U0AHZqsQw9+{tE9=`-
z{k4Iq;a^{x!}!bMBLM{(Uq4n?4@;xn=OyQnbEv<=Zw){X@Z+E@$6T}`b<~GCexqDN
zif!F1mDr008nu;}yqwxR*;wmc#lF1Rm5Ai5Z!wbCS_{&qN7xb4(|A{WZZ^0r-BPg?
zZg`DTJ1q?VTa!(s>)4!e`fm*wN5E6M!hVzebdn|t)lyX#&GyfKxEbd?VFTzrT^>w$
z3w!((`83(ev2`T~6X$g2Q@y^XJjjCc<lgj3P`c1)Y;wZ!n9TTW*PDn2m#U;#!>Ld3
zW$C3ei@>0HvwU@klAkeyfMzOL^HIRZ1?JpU)CPKwQ^f$Pw~^<NU>>Eg89xN=IGMf=
zTqEX^4E9P1=cZi+2XKQo!RTgeg?PR&<cYiA)B8x7{ttDZpS4$li!RxIY1poA$GNyW
z7ADQPC;ibNgLl5gqWgJE(ezQAJ)JoMn}rFn70w6Q+Sq*oV9R`<d3vYUjbXRi<r7ob
z4F|60-?8|IPg<L}r7e;FNtKF1tRa|iEpXO&h8VU!1+)QTmkPH5=A^<a9`}<%*qqe}
z*Mpi76blQWZ$fsoGGL`=+HG~*GzkWVC%pZ#7@wS*f$O#pDS+?oMRSp_!*Zwy0ztAv
z>`Vi-Z$-8xMTQ1pt}o0hN;*qhLJOD8f*hwobW&d1iGZpdBozO1AW{R41<&WsDZN+#
z9(h6-4G3?d*3GEav_|dHu-UOHhz}lMX?Tt$qxSx0RSINofC{hqlYsua+HBi?UV6Gb
z-e#|FFb<04AjyrkS58FkGS@i{P!@-QE047`1&Vd%$vpJTu6P^$q_szYyE@3xy=Ghk
zyu~_`#}nT@_EQFc#k6PkxG(&kqLq~iWwJ!}gzIX_8|jV3fTIV0oA<8}z6wEIm7TLx
znz5yj;H7uh)e+ymSWdq@%!7}pK=HCUy(?rheN_Rosc1d!{~_(W|C+k~|NE}C)H<kA
z7b{gjst7n33L&W#MWC39GGrDJ0Rf`|vO@0L#ZriXh!7!F1Y|~J$&4%mGQ!>vb_gpA
zvhRI=5C6jV^Gko|!;q7E&pEI49RH4tyK4T@bc>CAG62^iC<yEabd_GcD~ip}(gwY)
z#~^iA^!IqgwBs4Rb6HlBv$wJrw4!Ay!18w@to)>EF8k~)YpZyzqxy^*f!SexBi*)A
zrkCXz5a<ndnRaxCRqEB3La!Z$j<N$(M!$qf$0$B-bN~a%JK)PqbNPGDqB>+CbA!BP
zB-bFFaq)4M#w(nDfa0>(gy<}GeYtI2c1a_G-1fikdIJ6h&BX@MvhRpSLqktdTq?MQ
zG$ssiQ5e;aac4JPE7=WT6RgYN4rrrGv1&6ms4icpy!A@c)j~xQiA1k>2Vlq?{JW-X
z*PC=Z78jS3n>Y`E+nCuw1Kuu+i>EcRoiI!C|9#iNGqX02RO1}KGdGg&RNs~?*0zu(
zPyp8wq?qB?;90@*KK+8nsbD0huYU@+Bh=vvFJR?`6LzFbjGbLT%mwI5WDbn#;qTwo
z-LWB^KmKj<2KekI1b#$mI^-!K4>JH~2i^tE#I*>?EZAZ<pxG3<s)z8G=?~MX8;Cbq
zT=@l9SCuDUDXWQq71wNpH2p46<l<rQpKcwe1Ekvo#P<d6cL(>uNqiNH<DIP$25QgJ
zD07LtGm-9^kmTLj*F2EF3bk(Feim=B>wj0-kEc>>`T%p%M<eR2-g|KJ$f9?^r)fDU
zN8_c`g%<4{$CNTVR&?u?&;66S$G3Wpad(kDztl}fpCV9J4r65ygnYMtet%#;wQ*NE
zNJjadk83YYmm~C{_5LUUE;89dn}g}u0$fs2oLnhGz<0P9-Foe<!w>mTs$6}+$;LC_
z-kcBj{LZ?*cbfN_z|*f<xbl{Dt;pe*&4rSF7Drg|OxyA&Mr{JK8)VT5s~GDVuuvDo
zUCy-xd=Ac64&3>syueZBruL0JL^4R-pr)<7s23$*4<S7+zEvn^oTAm6DyV}R=n)c-
zv#bmlgTF-t+ynKLWx{sKA;VBCYY+kz&qwg)!A#d6^5g3S&-Ttw>BKGoiS1a&9+dx`
zfO|R=Zl3y1O~Z+NZm_VI<D3bdYFjIE?elC9ti)p=3L>Lk%y!n8Iw6SKQ%oC-PI9xE
zHJ9iTLQap>i$d4dhcyL&-F8-11&~O*qk2FoE%Bw1NxYI356Rvd0&yu4(>>eW58D`R
zL(|P8!E&~MNRXf{ix8$@uKf9CNj-VmPk*=mb7c3h+C{VTF1X!n*^#)hR$n86=rX{S
zty@<!6-`Tl6s4X8e%W(_urU$0{_2B#;?I?&#B={AirB<t|9=E-qynfB%T2yi8%9Xl
zBf1Dyhh{PoLE1m1e*InR1N0dmV-tK_aXso}X<U;<AF4U^7fZcHDIp;lleGC*ak5*n
zR@0twJW7;&{|xlqm^dL)$EM<Q1b%fpeB1hFg0FVE_hhCw_iz{)#DHPRQS8K1k_Puy
zcJR)%RP6Jh?X6J7dVlXi&EVT)o4(mg?gW*!92+vaY(x$<Tu0lU^YommY&p1&+AVH6
zKk!ewpa~zy>J0G+&`$Q?AJ$}IyVxcc2r!K=<*dv%d)%?@mYqL0xE^_D(9GiEfd7WB
zei!Jh)L3RE9R%JvZuo(5o0o-QsAf)r+re({Uitp4(9BN5PPdzVefAG$Glwo&M3M~n
zk&I-{O7U}}Z9U<e7GPr-3tm?xK#3TBO?eAHYBY7mugKC?kAT*28EeEudrbsht;0Ns
zvMj2H-QV^nZnLgW(_$xexi_ygWV!q1O`AFr#6cOi59-Owz%xFsrUn{MDBg-hCp{=K
zr{Qw$QFoi6+Iu`wb3Mv>)qbICLJuls+CS8k?Rzc2<JKK9hzOS)!HERpRPyreYiEsr
zPB}|5$Ng|_I?uCPZd!b#V7Bu%vR&KecH?&T`)Z~Dm_nHx#wR1<qOiUr^ssEgVV-(Q
z#Jw!1<!u4eb^B1d>l50|#)Bs&7$DgE2AQFt)Vdxl&3gFQLr;_qPdjFVqy~Ai-FF2Q
zz>1Cg9@PBS8?0k(o)A`CfghoHukF?jl3>6OP9}b1wfwnrukr)4z;isPg<Z6ogo_%y
zJN{QP{3&eXcQsv<cN@UMgH)aZGm>SQnjgNhZr+I7pLwiA9P&<nkvp!g{P`m{D%wjs
zW=-#3M>oIiM|aOf_?Slkkk7(7>?=?|gs9|-_SDrHtgU!lK5BREHmI$1C~vB1Es8&g
z(>)49lek?kv@-&3zv>bWzVK%v&w%g`G-L)+Ak%u$<i=9I3w>$C9`|xS$nJIx$W$gq
z7nwx*JNfV8yxdTH3&`N6UG4Yx^nzgJVB()_>AQpYpjj{rfL^W4@W^$L7hKJ|+$#7S
zeMs0NglSWHtZw(+_3Cbmna78MnY#&SV-urtO=EquNw^#Q=&r39N!9d!-#tM7#L8r%
z6?lTMaC*lA<4IPmUG@r8%sTkicT(~3-`xh{qIZB~8TDI=+FH)X&>f%73EuB+kX2Dc
zna;H_B)*-;+m(r?y>@nk+P)#&u`l&!27}$j7Qx2dR3#RT(#TN*FgVby5<1v$!Ov1>
z$Y$z-<18JAerO)}RJWhanv-ROJVdMfo0CWtYvZ_Tw3ykDOB(^6_Eqs3#?BZPr4$mO
zTKQ^99mviNI@;oBXM9Un(dC;SzHVE%A^+7USmuk#UqqN&FG%_47u+m~yph91sgFj;
zunb#IRs)I%#@PYZyE{xiv%jh4wh|ACK_;>7O=bEI%x7+6*41f!vY&tQOi~GX3dEkn
zv0a%r2pn)$tyZ6&=J4y48zYRC2oM%)>L2MUI{|9_ES?!Du54$7c^`J#w7g<u??y{=
zDhmIwr;iXZ7fBj4j>ifi-BSgBNp`Gddi?jp0PZm|!QY4|9V^3r@8~9WmMPf`1;_8d
z*0b@91!RyYhkfMixgdzb$@;=Bg}7#fNlaiaNPq@gc@8@93?uO?DL$&!0=$H#yRNsZ
zg(X{!abafTOuxE>0U?&doC{%UqO^I)^l}s9(`Z_ejux;TD5e)BFI;J|Vn~?)4T2gM
zldl3eFup0>=phsU=av3#$&r6XwLa|Wk<;p97yKm?*l`P{8|G?KU)xccKe32VL;b`I
z3YX*rTvfR`a%BK&!W6XjbQ6CE<7kH*x@Tc%pasydV-b>^+}pMco6^Sr_uUmFt0Q^N
z22dk~k&M9qG+*glicof2lF91x9-s>!TsdA(smP_tPp!!^0cDw<PK}lO&TK<No<&Pe
zF1ykrE2GMseK9SlwjTy1fH*_sL$eYT=p3#2OZVeaGGCqhuU!b>y&n~aZMZ63=T0#H
zJ4LoicB^{yEnpwg6?O;|U#XW6K(B5GW_u`z>)@&^e@mI#t4k}YWn3b=Aq~7cK*hbX
z#r{Fas}F3WXYWVaw1wack_lurM1J2=1U?L`MN-itg1cXC_*uYd5fuFaW<&}{&%26u
zVSX|?Yed}CB)t4WJ2mf|Rx$j-1g9L?Dbo%DK!nXUlj#uajpytBMjgoAyH&a)^~aCk
z`t=rr-js}8LYi6CxkBT@nIIwj$;Cu5Mw?bXN%4I+4U%;mn;4+Wqrfbk1J%Rh$WQ_h
zpJ=?1a=;Ij>Wg7~5Yx1xyq^ZUxBTzBA9bo%K;z*j`ePua{r4lYU7dR9)Tjl;Qj4uU
zAc+H=>=gK<!!UhEegn`^5n@Ta<r8n?g3?8io+GDN(Lws#Cnv{UeEGiNdTIaGEcN-d
zlJ`u`8+UHqrY#qNylveX{1r3gvS(~g7955OY&f8LW6+Q1J}JPwv9WG&!w&kh>Ujy-
z0khlR<5r5S)<z?Z0%St}1e+K5$Rxrd$m1M3&t4^C-LAYbJ|*|wl?4R)#91wF+KC%=
zwnJ8RNatW~Z4&NqBqgv_7Ar!e5HpzW<QQs8?Aj-(pUIIdQJ3FN-E~^tpZ@$6$ZH$=
z2RVAhS2*(X1#V84MJgf=I4f|oL}?9AZ56oCm42osJ&@?@YpkQycUmPOHJNGeY_^UX
z$D{vK?0(yRR6R>EF~C=gkvgZ<C)q_h90|uH!=Oa6XS=_<TO8<q@UbX$e$vglgrC;+
z;~A&5Cq~d5fCEL~A5(rQ+|cPXzRU&4HoBitYq0LVQR~llfB^)yAEazThsBRA`Dbtu
z(ti2r)6+Y?Mg6lpzs5l(kZbk*bvS#mjwe-orJV6=ZZ!TDt^e>ZBXIiCPt|yvMG_y|
zx~Vp<EoCHvT&rH??Cj4$1^EU*yGseVx^em7)QHDXcj=`2q*;OUputX0VAnLGxSQ$1
zuHWDHwm&GAx;{qvbR_LVhmgACG>Ge@Yy7EA^^bKx$+jpi{OhRQzXex9AdGM+<QvK^
ze-`!+ChCF;uwGpZeO1@(CqOg(6gM!m8m1d&GllDG<UK!4r7PgfHZ7V1;U~pf=lVUH
z?1U#or0=+2E4kD!%B~rtxLUt#sPSAj`$KwjNcc;9MBaoZ_As8zGH0qco0|_OL6J<T
zAgbLNDCEBJQ;7;3*qnefAFmNLu8X}b27-pV@yNhGsqTI?Ve;kJ1&fRcCR~MrV3Esk
zOa(FfWna`D)aM~-WV`w?@>k<@a6)(rLfeb46oYrXQnFNdv6!$~3X9QY;Jn>W*>+JS
zp%zn#odoI6y>-enxptOsc*5Hc@=HC3`U*LBh<yS2qi#P1#ZIcY3Ts62B;uNa1teA&
zr@okZPE-3Ch@vztgSaV-TLPq(`BSP5Lm|}Mb(w~e!=U^`qR)eL_4k774TfMI|IS8h
z{iH;n_0C_?GcorNV-6sd5tFr-fBAO$zyiv(xCs0ikTRuONYxX9-N$r1Hjvc&fbUTZ
zs8+ETv($uHxpLd)WM{wAqbruWzz60w*K{QmBn@>Mf?nv94O@P1XsKLl6-Q1LzPgTy
zfY?}W#LF_ulX{c>S3YR3nF*{F_fE$5mLHglgZC{UN<I5~7eH15GIQuk@GM@Qs5IMw
z+qbZn&DV#)|42M*qd`}GFD1SO#m4teK2G>X$!a}4E2rQ+<iiN@k_Uz<VVVUXH|k2R
z;UGVs+$-t4t7;n8f)n*swuK3AMLz_@5J$gsY!vZ`uP8h<s@&3}Z<SgUJmIw64^UMT
zR0<rbgZM0oQaB-&ubnL5P)&yeO9>pE7B4OgPR9@P6ZNbR+4az6s~+^(Ddu-hW0rnX
z5uZB;vxO=@f(odjBJ@y2Mbv;2VpiEkdqS5Qg8}E;m~i#W=Pvf)D&<P^2Z)D4kLu~|
zfqv0Er8%a4b`NffNdxfwHn(uBC2KzRNXjhZ=Ou^T4St|INgpV!CL|GgyO9uJQ5byx
zrUSk6MjdIRT&9l8^9vzv;a$uFw`S8A<Tc@69jXB(dvf4Ls7h0@6d0~YQof`NTyPP~
ziN~(%8INI?&1+>D*`NF}jmiaUoVUHT7*dHwpB_O(lL$>Y5)2MjM8w5msPoYuc%#-*
zd5y}pDasF;woXu^P8NX6pxe)g22YuxR=ybw%z;*c08RTkxwnj4XzQnZ4R0Kcn5R#M
z2r#XiC;(%49Z|62<YEF8pLKoueF_G9+&SzuQAPYTa{6;tZ}Gp84(DxRcO=qM4XdF*
zmW&M=OSXB@3uo^aN^`bM0F)H2YS0a^@xSe6yQ$KUZbY%Nc6TmvW^ElX5bZ)g1ud38
zLCOWByp~0&KVro5Ph3u}>spuD&G8UU`$Np!Nw5x72Y7CHSnB>C!H75J-t}7djjYu>
zt<qDd!z!Uu4-Z96ZXHhilIe6YrIna``9$nxWXx)CWzArDak{p&+J>Y`;rISG@4zJq
zsrdxs-zCa$c+o&-7b$!E3!6ogw!4B~CDjkd%2Jjt<{Bt==Kn){n+8sn8>e6`qJ{D3
zpY$c`&xUX~BZ3pUsxL1~W<khVw`=al8QpA;eJ1Y^T6@V2R^yfNa*#zfo+~`BxvjM0
zk)U0G0rdt8ZqCp6^Vl>irl1q{4}^9H{M$#^t*NwRY>ch{^yt9a<XPYbk_CWFP<w*a
zU~<(wPw()x-$874&gzh#^uQF%n1=pVZ(}5o89^lzUlUt-_3IKjO}fB$a63JTagYAk
zKd*}|V%)S*_*z`jrk$``6T#}+kU+?nTeP`FVuL9mu9sg%_RcOM8estwXczXUUo8a3
zXOlZ1PX9H^X`>XyLhIK8Y-~5ckI9<&t~kX}^-;*=QZMdv0`Ne-xv}V>{f!hi^YX2_
z9ZWb9{gAo=>ohtM(jA`KB3(h5>^bY#vtg)+dIk&%CUD&Z+S!|plhRKDovB8(h_Chj
z_ZU;S2~H&6BJZ3C`>6DB$<no!%cqQWbLt0zI2z6B2SYupafkgbt$Ah`nH&L1m<Ue7
zJ`8<1b`9p{*@lj5yrC6==Jsp3R=|%X(6pK191|aGplD2yH7DOd1B?QgK7vRyQ~)G0
zuxGz<g9JOAbM==k*uzo{nP<xfFfP;9?BSRTFicel{C#j#vvgYHuos0%nl=$%^%tNP
zMa8s||9!WhrQRu<m0;JgvRSx#^f*rGj4Gvh5uDpb<HB=3+$EHMg#Kak1RM}K0Kgvb
zdf#tz_E>U}Odfw*OdDzp3wLumk|DJGZR7)bte1m?Wry2WW0Zf*b9V1vXZ+|RtUtt!
zN=RI)PI;3a+_{8)upi^zC7?+eGH*>hXm3!Be<k&ux&LeSg%&KM#?+ik-~_9!XX^1Z
zRv>J<3~JM6(7a_plJ#W)Uu}JnvC}ynI~eWpFOUeV)0>{-VX}=f$&>iXPSjeTw|sp>
zbZo%wfzKj+J8&@@pIL_#j}%Oi6y7V_x9JzE9Z7;{hcO_<gr5MKF9k5txDG{8J*XEq
zyxU^&(%~hv*^w-d?6HZ^%&)xl(2(~SP5#X!l_wVFOblZKi(Vvy1YbsyZ)@h-gDD~<
z;uXt4X#gP-EwVu<&)oeviFLVWV=TZHUVCufGYe||wg6hIzePs?#;aqksYQ*mVN;tc
zu%9A*!u&wc7}7N?fMO@nB}q+JqO_wga^(%0k!MlSRj(7au2Bvjh6>`DSad?-dgDIK
z7UND#<-0LNrB$|rP>}2z8-yXgxwB?->Er(ajdQf~-VcSRaOk|fwboS=V>jOQXn!kK
zNW73An)|hc3~OIWZmQq+Qc{s>`Mo7X$jDK@kG^|xA`$2x1@cizwbh>|L6eEUrE3Ef
zom#>+O1CG^MtZh?>Ze?>-o6;1UGbUH6#~!s#K_bp5c8noa7UIg`1gkMn7iVPJXc>g
zRo;>K8RIC%%vR~k{Wxfggj5vPRw5@!|KUm4rDCJQSfC;PUebL(bsekjC@yFLO@Lk?
zzZinq-&d%#GMH|qHAWAL)u`>Y;1dA>P@)9*Wo)^x%j<8ezs;NN6U^)_nxl;jF?SI>
zU`jY*O%Hh&_F@GB<8F|;fEGK|=*^qq`xL|R5wZ33gR0q`fi^(`Y*_}n4%d<77jd*G
zz}uXUS|jkoP#aB<NM|g|c{FJq6H?ko0C4yDoRZ+2TIh4e+8nsOAmn8%-x6l%gS)$4
zC(NVoWT2T+bL_PHLGimYXpJ8_Ow_XsUnTB(nln<%(MrN+3YQeu{F97>K>kvH?B1y>
z7u&|AeHOgT=&1~SWH-EJTKiehn5k~e3r8Qsdlbb2`gvg09GZMrZJ1pE`F$w#75g9Y
zeSrfPdR8{E#kQAL&QTu}SR$QC28r^t32lDg98*?hyaFy|Y!^ji=<;?Y1|0tSTJAUh
z&{It<G^JYSnRb<fD}W?chICcaXg#)y6SYVAn!DwT$#ODN2BdpRbo}kLlmE%Zy_P;|
zn$~Zk(~@lmf(&T=Y7<P`flTX~G?bXx5h=q??VTHF`MmdA7?XtA<;1pEjw+q{N$=L@
zk$Qn;f2K93OdB@gM1nhdm|23b+C<CL?XM>w_c_&Eg()%N99Ja6(jS;yGd5AD-XaCQ
zAC}xTYk39ch76d2B~T7Ss7y9Z+*eV*=Z5f=8BD~=&wk24@Arx{mLHjMKf=0Djr-WP
z75w|Kg^^w0eni0{x9~6D02og4Y|ODTpK!cH9Q{7@antB0N6WxsG!s9tGCk=DGn3~>
zLFC6KE3|<@x9U7|PSRWFVurbDb=o$+;2ImT$Na*>Mct`YE5Jt8UcW7Mt5lqP$Q140
z4R><!GB!el!%NaH!K9-dpWgH)WjO#C@frYT><Lwx?xOOPTzZSp2Ikc+#wY4F<S#ho
z5BJ;zeisB%of0T@XPJ(Jd7f=E{+y*AA-G<rF!V9dn2wf5dU?&*<a8mEJB_=@E2+t&
zXcc3cG#YdQ-wqwO%>?-t+Mup-W0-|jm{lxcKOk!K*Q<&v1TD&=kp;H>S-tO*8IqpO
zp5fMQz`ja~2jI-Q(DGya^xm9BxjCXgxXw7ZXwp@x7*%TrveI8e!^c*ujmkrEaKNy<
zzBw5z?ocl_0|k)ek(fV~?i(g$UxoTv7!`5Ed7i)9Z@pRK_(JWNJ$`wU+qb`-k{pT1
zwI1Hx$Egjui-$e~3N#Ea=uGHux83XUz)Sv5RaqFQ61I#kr>63+pEtQ}OI(9KIn`n;
zM%*^t-8$ltNIr2E959!?%#Ee{f0lXK(%S?+$dTUK_JixxRsBzJr&Xg5n*3xlO9tZ|
zfGl=fKZg1+9ZJ{Bwi>`-Wf3%SK*?gJde0Qs;8W=1=E3wk*>ILWC+vr8hWznw(Jb5~
z_$eWfh$+@lE?0cqS?c2Ed8L}7(B9r=){_d&P!EVlb=74}`-hMNJ*ytp&H>h|r|XN*
zsP!%z_FMxfayO^gQ&f}Sp_5BqF4*Jd5EXkGGlF)_nsD(m!N%5)e84gc(g)tC2Qy`Y
z#u(sQhYzA~21ES=Oz<hx<u#M}#{18K@(SOR(j#}y4J~jXA^U92%IDPov|-i0(0baB
z@lHx$%XcLK4RYBNYU<32meoh$YsIigX1knu`mr_@r=MC{M3ZCvL}p5keFUv(&d%HF
zs@#qjO<^BK;J8uxD&K#YD^VvT)~pOC0u=&qW5_nRVVGTE?<Y*CuiT-K-U-sb^cxz$
z6)X=}R4zyh`*O0vibK_V1MDZEWV-~!SHn8CZ_S1!m!UR|Jp3bLMJN_DmVdR1e~@^e
z>pnzHUJIv0*Z(S}G^g$h&ncbB(6^{9u`Dh$nAlFt{sd{?KnqsP5o2@UPO^E^Hdr0-
zi}H9=i{D_+)u7Heo}VrA)z6}s_h*GzPFjm7T{RX#At2+x!`>n!e8VH==~+kE^FRNM
z%b7eFLE*v^BD1Wi1#;msa3j5#@wUx7o47FO`@Wvc=$o|wU6P^PR?yWPA1M`!V5#J?
z*0;QcleCS#&IcHsGaZZn9CO~zlgn#zD*RV4x;_{K?)PJ0<<eK=!cg@A(Ax9)*rqb-
z3T<iIQUfm7<==3WTOvu{ngcm${@N+F?5r-B5#p=(BRRfT`h<Bh8n?Yf;13-zgs=WB
z3usA*I}G4>AK3e<-zVnE?z?1xV@=js|1iJtv0Io-<N!4BR{=)<%Z>bqGxSMd<XcOt
z@vPu_lk{tGGiv&cmEDfMv>TQjf6cP!_VSFLo<4X##59kf$-q`0rz)JuvQ0;7Np(|T
zZQER(bOeYfaVZ(P<LkD+-+;O|G*d+uWD!zRQ_5H0YR=^QL-mwMEGd%EsbDLk1iPIm
z<|uvWuEiCO`GRb(v8}hL{F%bX>c@;kPzwD~T^(fr&nfc#nfx%ydY_D96476B=6SHO
z@{7t&=nFb-J@Uy~0^m(Gx}E9SNHf4I!U-&ELG3eNL;a2J!{@+-i=o4!HSo7Q*Fcz=
zrM_t4+V5ApQk_)U269mA5_aM0^fU<i7|?d&VHN^_yHp14SzFJAjy>*VOF}fQAM=ge
zw}!ve$Kaz$Qg7hMpicXv^@JnAX!`^lK|3u_KRt7M;3V<eqakE##Mg-~WrlNk&+5iA
z_n*aS1`}=(_`?f*mbH9zC#ajW<1xrO@YQ|&eE;CxNzMi}k5^@n&zN(h;oTi++y{Q|
zA{k{w<xpb_Uesf7@9k#S8}P0fEyj?1;p_#?z$VlBw%vU)<i_T%ErsI{uTI}<?MwM~
z!611kfn8HPHB5E^Ta#91MQI6-5nFo>^k6JJKrM?#(Q0c3G8K=6Tq1_>`)**l=K#%+
zIuPo--9CP=eFamG@2VKp@s{CQ4rGvziP<yw9b!`p<=jSC<5FL_s~byZDm&jO+&yaP
zyCtg@v0w(l;}OPR5qBWP?EK{4VnTiJ^Z9oY;E|HZ4~UL6SoVtuN^UY~yhzbB5()v;
zPz3gt`-RKLewP!2Pa58y)aRQiO-ILY%5<Il0@T2b`2_cON%a7&G}s|?&{Xj-svMho
zgf3&N$SEt4Qmz1fDti~OAtu&*A$XoK{u!L8ewq13owiM1twV(OjN&sljh^G{p-6jB
zrn=1gbrL>^??DMa3@JkpB<jIf$*HG0S<&R@P?6FKvB9=dNUgJ$%2tOr=(WAII%dpR
z^!~!gT&rFqn>?Rh8?A}rG(T3YVz3Vh$q6;Wi7*z!>{40U&06cYyw}Io54jR(Dedng
zO)`!AUQ%z&pO+4Vc)urhhy2noYjdQ}s(-Xavln~s9wC#^*IBhGM*;!;q!t06@>!zT
z=KjvpHN4zjIZj^Vo=5tzz~LU1DmSP>VGVOCF=@Uz`Z50upf5moUkx7BrHo9hWdImK
z1$gIQWY|X^8{66_II_v>^j-M%HBvp%kQ~8$N<72ON!1@cM6u`(@Na4>DK|Se9VD28
z)-=I9Y)dlyZ6oFKRsLc=GD79A5QB$9PumQx7(_Z)@j_w`B?Ue5Av^=RwU|zdc4{dH
z;dp}YT5e6pI^1pa^pd3^z^%pesw4NMa1vG9J;gIB2+Q}w|Cs6x7lo<D3Uf!k$B1wo
z1O_)kNKxMD&dxlKyZ7LAfJL7lUZ;%WT8xwkzT9u;f+IeV1NK=vui9T5PV6-3k^FQO
zam?jvizY$%y-qVM{!NmAN_q)g+D^9@KZr~?!(>g$mKhd{ODQu~LmwEBvGe49?FWAy
z`gxe@4}b~B!84gPZMTVNaiR}<hRBX%Z&(`BmBSX3X}nzddXfR)J1M$VC>vvqXa4dJ
zR1GO{AF8H!4X+shNTA3>J8G^QeNVX4Y-QDLRB>f^j^Edcn++*Ghzhn!e_N6l_OH0I
z^D|$5m#v-r3AO%{@S+SOr!WDD1uAiD?G3dWraeV2y488-kBBu|ez{%U=>9c5pszN`
zISemC!PUJ_3Ii9)wCtSR2kHBPWPGUFaXCZD?-f2DYWK6$M?Wb8ynK*yLZbT)&drYe
zyJ==;f$I{_0PQiYbHE=vt<8nk`<zE%@f?{UP?GU#K>O}FM&nJBQJcr*XQ9|-y9w!Q
zAl0Kk72O>EH63V(?5?ngvc$5V(ZKZv+QqzYCl!nphNAWqI5L(kA4t?+XMV>GIxXS)
zv?k%1vdSa_CJh27vp#X?pfLDEX{;t@3%AgCU&s}<J9}TLCbx}cNejmhgEhjNn1Jsy
z_uWV1W_0J2Q=e_vByuXtD;|Mws?v~y^C-pCq4#2ZAUE%Zdqz6QugUI1HA?TfP;-ny
zfoY^lbFa<(7xJP0S={Lk+?r)6=n;$+`}UMEaC!_k^-nlyk3>B-khi_Tz6S(NZt^g|
zSpKz&Vn8w>ko}dJQZArpe%0uNi55@AO<(VaX7anjG-T?e+kh0(eHn2F4}zHtSFhh)
z*CSxO-y9FBa^I*-TJdNK%kxQfB37wocb2^>#YaWd`0hD~ee9i9x`w`QdBFx}x;5V`
zsRpUsSc^P5O;cS|*N($}a@RC@49m7L+taa#KD<uF5ZTg;4&?JnD%N03Rz(dhXhKw;
zbqoY+M$LM+`Km~gU7*h?*A@jT*P3DbXQ>-i0=K$C*X7Z=uT?>0%?zXS3Ucm4%nUHS
z0B`Zja!;=HOF3PI6e=ykE?=0dQGdu~e%)7X3pJiD?0PlGIbHX3oWuwF+q6MjMg;k;
zY^|!~XL|o#AzryaD&U*-)-DfAhrjK;2`U;iK%x!1`HTjD0KVrkdCwVurR~A8$|&PN
zAEr9Xnu&fcGm3J@4O>V@z_@Ko)Pl`1=dhK3aAnugN@EtF&j77ZxF#C~wj#x@yIncE
zvYIWZ@{=1EA5(qnHT$yqgYraUFg*cBy917RvW(<ro+vHefAHt18A7~cTSkhDGA4po
z8Aq!uCmVFLLi*O@0gVYW-wa*}PNdWUQq!^U)ok2L@#RAum^zFd957e2#|NtzoMCO9
zAhljL#ba5QG;yG}I0cOtX*<7I_`=O_2@1=Sf~^qtKxa{8LVsAEalSns%{aS<bpdSc
zA#fH#H9-;r4iM6CMt0t0?`^L=rO?pq_(lv-JJjA!vAi}srJ^$i@p>Y74;CIMib>eC
zr=z=+HlePZkMa0@(tT*kG9WCNr?)iQ#73L!iY{TLb8I27HF1(zeq=MW7AcZZw1TcQ
z4og;sVs65W<=n(xAB=9FM^BMlt*|Z7`<@yjWA5CJ<Vk=EfF^R8kp3KQ3T)j5L0vFy
zf^t^b-I2iRbK5Si+8;&02@9YnqvOP1GH3QzlqK++$H$s}#wL-`s}wYeMdM)LK>Dxm
z0Y+n~GyG@p5)tn{Y-w&YZkPC*ek?ARp_P-5Xw}t`FZE~f@wzt>J%<@65zdBPcd97b
ztb$Y@7W!N({4!%5lk>&Q#wTg<{{5;uJD)3BDRj1C{!jRtu+)~lzO_30$dw}HSJ|Fk
zci$6|{tz8yfw=vV#~~r34jAogXVl#l<B2D=s`f)$+q<s9UbL71BU7;3!I)CMLfz-K
zZ1V1II4Oas8=1pdp={fu(r_A?nRR|l@MY!7R4_qdYS`tB-@o>#?h2fFZd7Spzh%f!
ze}`l!-R&cL`;x<ni>ccTlyVre5_I!JuvPXBrC#nuYCCRc;-(ntp^qD|zu?h0zv*U3
zL0s%zUeOoC)ED7*0etaJPATGK$tO?%Ph=#fDey&pW?R1eJ~uxUl0h~lydwp-NONNr
z>Ljywmq4}M#_EVw;93I2j$4S(GZ~?EjM!m}qwNL=VfSV&h73$$K*QKo@V%pj57+;5
zh)t|Q7s&4RD1g^KE|cjDWXnFNveom#WLk9NVK4zb<#_v5McdXBj@KnzdMOKcIsySl
zf&=Eq>8}irj!EV5wr6VaKZX`ebDjm&>0IO%Ju%6NoxA<ZGR>DiT~q#48>sfm*tCwI
zAc+u<EPNZx66QB+c`n5(&ElH;))S<%=DUljiA}7!C@=-RSxrJlXrLPZFP>_Y^8>h`
z-52hp%}bfh97XvB9&qO<QnuI}@tX_QYJpf5u8cXkGMs6?O$NuRau9H)ggT|$9|_%u
z<Vq$fXX6#4UNL{k=?#vzXw?5VJA)Gwyg%LSy0+{ZB@&!%j0HRan)9f(>z-cixf|U_
z`xeY@_+jHnK-D5|{UB9+fjylNlxYxeM4VU0&B83uxDm4$EyO?L<BgGha0N9tCo4PD
zK49l$NE(>>ER4vv(ExU}8~ccazl%A~!&F8>_!%2iBh9}exoNbS>*hY{&X^n47Lpr)
z?Pb_6m&is?AQ<8I|8s}~qEGT`%kx_YaLd>3r{5vZKD$-f!z$^9rd1y8w=C-Q713HL
zD?o<^;zo9+2(SHC2$=-Vzr2@V2MO0EEry`)FTVAg3ixx0b(Oa>z9Ko$u-4d!s``rO
z)EFlNj??pvoa2zNW2o(huK-ndSEyHi#Hez9A#hS(JT`4}88#@OsA8zO?^Xny&16&#
z@tNL<FoP25dGVRWP}8wyyO2t7tS#~hm-@?6dx9!y{XsT+bbhU=rd4)pWOUa~-q*_4
zs1Ax}b_|0{gpUF3V3Lyai<x-sb50k?9Od}SDgo{n#Yvgk-NnW37pjuh8n@QP%R$pY
zq>f9jSH#XG0(~Y5)K<cO8(VcH+dD9@k%&?MnL9{&EB^L%J_t4$IaE6IPibbTcDcC(
z4U;Di?#5U!`B)}XuyUDjak~^rv-|a=QuiE2n}F|0Zd6`Kc}q7K49p$5b7yTjvj-gw
zCYmQMu?1c1BhAofvZzK*R`cKk8b4Kh#IfVA6Mut(P+?FGuI_DG{ejC^MZ(T7{15Fk
zq5lgBkUIgNKFNdvK~a{ucSG=PG#UU$=LZPqn<DRB3n~J2ws9}B^_Kh(p7A5YfGtf9
zGzIyg4?fDI(VOM`fMD%PbLfagD0nWdvZ;|e>{zkOKGX<9D!?>hI(d%hUjvUDvnMR_
zHx|PT>(dMxIz<m}^%n2>HK@NV?cXp_O+B1MAOQsqFyJwZ*!WocL4NyHSe#=VK~N9x
z$DdCJma36PkEbFIPNl7`l{+4)deqw$+G}ne0!^$01w~RYbQu{aHly#)Lqm!1-o&A%
z8D2m9UZ3V5FYLy}Vg9PPk9|V0oZlR70Ko+iZkE4d-3nsJ8dc&~BI6{eMQtXiGQJ1R
z_z0=2Y??v$;b=%xx2LNAGz@(?xuJ`{9O>K?-npKdZdRYQL+UC|6{660{log;Xeh}X
zC*?SLp0v9^x|2RD36T_~O|xGAWn@B?W4!?L8mEYPIQ6>rigwf3vYGu%n-IVN4qeiW
zASI&UJwfI{kS=0jCD}oZ<0Tgl`f>?1*!g%-$(-jY0!BSmjtyQ2qc!WtADw}I83#C8
zF1x}v;QPo&y$6k4<&?vgFdTdM2t&3;vwi#5^7M`$Rg~*0!9^ApVxgS_M9WHDE#Q>G
z>my6CNRGAQx@8v7z#}1ZAXqb@)gkAc$oj*tRFq+oL<&IKfnU`3^brF6?nNG{3WQ67
z!_Y_Hi^CVrs;>pf1S>L~cbja_dLWPuK3#nDno#GeAUrL_<rA7V4`!Ha0C{fwU$jE-
z2Ons!e4EkZx68ht#_Wgiq9#pFX_uwmTOd^@JHCqy;O#Q(82_YUT|qbRnCI<TFYrom
zeAfh&Fu5PI7qkwtdD=~sXp?74PN2~Q=Nb@I2D~$V``>p~)_KJgR*+;uO$e#fgX?<0
z>t4!PS1<?6wD(`K)(Zl-EBKQ)D<JhL>-)9qh7-8<bnU0~QHUn@0WohwWH8TALB%<=
zID9#u(n3UWaqi-XsSIm-o>3}H&c9u1;dgqngI9e?7z^b0WQ&;*Unmgb<Z#5-AssuE
zxIV7)DD&9u@(Mr?NDXAu4qO-O39j|c4ie54h88r4Dt;1#y=a>ocGYO(yVe!{M3PmK
zIGo`{+49V>rgV#ybzW(66SzWLWxsMbXtf;i`Q}%cT{Ts-QkmiE07GaaPxS?*Jj0-u
zAj1ww5@G<O37NmFY<TilxXuh)us<%nz_tln9uVxz#D1+u^DrqhmQ*9?mXi&7pZ$K^
z_MBFXg(a=u1RoLv9RlKs)Ffa>>}{J{^3+)i9+qI}r50M!77+g3)A*Gn^dYZ*#mmk6
zs^^5^DRrygZtoivG*Z|^A`qHPifpD3l)x0Qbj}Jkeo}gd^=n=3#-_*tum0?`JW`>H
zCS<Nj-oSGh6t090lXfn=W#KQ$UnZ_GWw9vUQ2!N5ML`>A4tQA|sHj3MMhdt>+%~cH
zRAn^U5Y$IQje!J<x^&TMI_OM{MbHk3Bmz0*>kCaTfRwVBDllE3Gh1q5Vml`7hWnzj
z&ZDfyAqpk;1|0qLpPs=pD+HTBqt6^xZPIy96EGGmCSLr;&-Z+v1v*D&(lZWE^4|J6
zat-Otq^H1_n^pbsBTxGY{!qV1GDVy@j=+b^5rd~wGFu46nM*{%MW>`(yi|Zjj~#!d
z_bd)6ck`wjOC4g48@5O4G^_6&T-k^fWmk~3p770>T;l8v|1|8F4cq-s-nALhSHGJF
zYIl17PHnFQ({M_Y`+uB<N5stQ;<UVT(=~NhFVt}tGIDP7vkSQvr~Ip`Gf*tjoMew;
zy==19zp?h-ud1H#ZBqAVzoW05O#$SuQ)H&lfaOMu^M|gL3=ptcW1;T`Q6+xL{;zyh
z$NJ`E6u}ZeAEhEK#4Y5hlLjYu0l6lx1tRNV%FkRYph0IK_sjM{j#(0w#om`cLVNtW
z;a7r{S3O{O{i%&f=)=K`iCV;6Gzoxq%Qa6v9*6^z3?F+Lt#0H^*aG(Fx3Ubd3G@~h
zfs_Syr+$pw;hor?ag}^YW|Z+`mMUMHa)R6im74;7Wa4OU8V%Tf;%M&0*B&)AM4axL
z&OhUCcX1i1qj)YjcPd@s78Na&{8(y~UFcN9$YEe9Eaxr`68GYgpq?&3mx1v|Nwz7<
z=6Sn!j7vFcLzMBA%*&AqY!jqIGY)dQ<ecWRWSd8(I$O;xMwD$7T4Pn&@(2W?0sh7S
z+KFHs^;XXpp)CYE;iJ)t`JvwSymI=pV4E$?HU=E3tCMR3OwsCsIf19gvvN5-vylM4
zOJjwE4~_i6^_>mWI{<g?jQ}H*A*!+9VEuuiTAhEFdc+CzCiN4%sL~(TD+bG{pB$Tf
zDD=5MI9qan^5AcfaN_s*M<&GVv;}5;A#I&<IsO4!e?~v<U!EELxyF!zUxxADJiYu(
zn{2r3-unmkAF<;>kOm~BB^uM#fH$qy)i;8Zp+A=$J30pDfTthhRQ#l71DPpXnhJeE
z_SdFAd1*lw%MV+mV8I+1ZG3jMcP7olmyZR2CoN5&kS(_$RtQg+TyF~^(QLYF+iQk<
zHpfF)@7B%hmC_*U&GVR6vKs01@42quE>HEOL|{LLx>;MwHS!!?v}SNS$AyzOPd3Qa
zZ!xNX_Yn%T!a|B(PAfG~Q*S8M(ewp|Xq{P^+MdZtx?S?ED1cOYI*w;$S3~!0DEBta
z#tG05_lI&jBKO&m0kjr0#Sx45P^0s-dnrss_5|pxY#P0<Cax4;_><n>eyVBa6%}kU
zjc@Y6nIK+N;=SxpVi3~Kl(FYzq6iF>gk6j51bGMnFIg@=<92>tkZ>eJIX?v(jeHM%
z3qKMII;PZT{>L}mSNs%eaT`5tJMNp+{O>zuXwFhcxs3Ggi}g-rt3vlW!CFu1tgKVf
zq8qPEYy)7~i0z|Is=n&t9t5m%&Y~d8`o%&Q@8yTydynO^ELII!d|Xd=ZB@UXes7DU
zn?Ym6FP99<#}w>K^XF3Mhc`M=v#N@I|NBlUUfs7C6j!gL*7U=cK&@>8Sbr01=l_ru
z8bug$?2-C8he1Tw)n%;h$A{TA-Ws_KC{F@`HQrN#5UkU2-7W$>Zf;0darq8UM~s~w
z5*DS@7Zkg?zzI;MN+fv1UqSB-gyyk=&?l|!;z;*N0GBmwt5*)S@_B!0<&H-(60S8z
z2Kh<-WJ&Oy$o<lSs1H<a5bpUF&%~8YAw<Q`AV?;6^-icw*NgyYq9ro%;P?f`<1T*e
zKS%#er7loH#)Y{5h>!H0E3F&|)-i`bZ(`CC8z#g_Z)~<EMwXMxohiO4Ud)kl4~HSX
zU(H&$R^UoR;PYcO>I%I54e9m?LL$)W8-_~dbJp!UDOK^zH4H<_2Hs8}AP>EbPRAI>
ze2VFJ0G{EQAv?<_3-TkAt$N=^+HOq9pI!2NxGDc?ZZ%pf3C36`L>Ihix066$R>GfF
zHpp0&2{zWvV|rLt#?#6+6kG-Y6iR}_;g<UpXWSFdc3;R{a<W~V{6(1&wK`XmG2LH=
zl?0%D=j&*25J^T^9sEW+IX@c;m{njblbhB)hRO0za&lZU77nucVZXR{fo(+WS+>KG
zuXZNrFCpxbX_~@PHNQ1ob=$5~d58d6HRd2&5v)MaZ^Clhe!M8*K@!mH8S?yCCAOwE
zW=4`?R`l**S#N~*|DcEj5unkvH@R88_Vb@dK^g*9$6|XFE{Yry*kL(KFZ`|3egnRl
zWl)tMmx-GI9TF4v!UE<&(2`d*ZCSA9m>vK*^H;nFf?e$`K&ARm{9K|YPS}GLhM%pn
z`7o5101D9><#eD09vB>ECWMXumYvQ`JshU)f(nG)ftbwPyFk{NrM?2(FWFikgR^bK
zN2ex_ECa@VUvR6jq}z4Ua?2NvfVKv{9B8~3pKYYGPjvjw*acX5qV-dpL*=|9mG>Sb
zxt-6F9KD@nxnQ|KSd+~mW}Bw(VyngXRk+79JMQc^EKG+Z^tFcD5qe22@8Vlu-$*zG
zPh(ilS!(bnl-B%<a{AEYxB;Ill@gILASbE4aZ-JdJO(xQ{+c;zy8ZPmjEKy`fYG9C
zbLw!RW3gYzNXbxmm{Z=f?uXsIOgU0TJ&dJj%K=dS)d^4vCqQ2&Ygf)=F9ONIT~)N=
z+*)5ZBW}@rbXo{?_`G(TBIgKyIbFNE*5YHzlU{V7dSY0_tfIp0ioVd<hEfdhM8GmM
zcabLtLjed$`;ri1DvEk^d@?bCPr{x+RQ=0zw!&8w%7u;H4ox5Cdad8$TsP`wOOuMl
zJ=(uXm?F*thVWbX5Fr&fqQ15|R%Ex2h-VKGwZOnrV9$LzQBf{*KP$KNEVR&?vEf7Q
zA&@B&P5_7CF<d>DLbNBw?npO0s?`UKJuhQ+hL+m#C{3`6)8II!sCr>^CdlrbX%qTI
zstU%P($3`HW9(%Er{Tf}`wlq8n{V96zIY`JvmRKSyVvrvRgd{=^|ITTd*MWbs0{kw
zC;oo`JZESJ7X!tQn^L7-?|BU$zE3quw$6wR+!1SV9LZa_NUkf`rg!tqS|Fmv`&C(f
zI_pni`UF|xApMIW8{0+$_lisdrsFbnnp+|Y*|C(o>p+re()AsYhe8lS%F|=DykiRO
z#IwBZ;;yAL=>1!ks$Jt5!*4Si0YAcUf0TL1BQr|<rQagzK=ND--CG{~#tyUsC*rDd
zO(u4>bI;I>Th?2-nb_SEF2Uy>#wVR2whDjIZj(t+a~5G(zA_<3w*09mLUrlKXp(&A
zteSC?aeDAjl>drcFSdRGr|8~>9Wl~oCaUcQkh9z_G6HIWvck8|FAe;`g|@yA0Ve5)
znmEvf_hW&_kvE(l%A_`|)OlJG_q>cj;UH^@qGgwhFV}T7Ry(byFHCf<0^i&+LcoFs
zCk$Jb1+%22<T-OtAfqH|ATM?|`%~|#;U%zJN&6n8@1#GJ>nOz4p3h%Wc73{n+{!k%
zZ&T8<8{M{BiBo$YV#aOUy}xk7hij(P6i$z;y#lA?jM{`1quYe!ohLOieO4;`p;KY?
z=I~f6g)@|W<^6M&lJz4gpaD(U5v+UuYxM%@zEoulD}0%5(-Ho%2jF7n;(M^XW~j>L
zZcE^PTguToZsk`X37O7(p88i!h1h`D@oA~FUee3D=_A4+&0UYo5@BFaHQ{BSTK;qJ
zSsc)R>r}BTFYPZYx;QGpB_qzmHmYoGS&~-hhU+)9Y{sHx!n6rY>r<wdKLoqSC_(R<
ze0>mti6?D540N(?0v`odSH^1><FYOBT+U<6E+1r9pL|<{S;2C6EyNa8a<G|K5Lqjf
z;0-T)6Me9o3psnN+cD<89a2BDMTYiGT2{^^zYQI09z;|>{hpBe_aA~y;#Z~&%gW_t
z(PY6BaKW)nJt~d)V|U$bYzZ6tkyPm=9%EG7y^d=}`!BMWU9VbK#f6fCKe*6yo={+G
zdMRUA#$+Wj#S?SG8%cQ`#Jq;jCfjpa@a%kB{ow}IN^%2nQ?pypXOj#HSp@`>QszqP
zpG6z$QPS4wD`UKU9GijK>z=;T8TPCOl80Z!sdL`i8Sm>soSi3wPk_-Sw5AnSm8p^{
zUB{lBdA_I7?h{fLyK$$EdTw?^S8n<*`;o40?xO{%>^ezyX6vJy(BU%+u%M<*87L5z
zLcAgJ<E%i|rX5D{Kfa@!m<63I@x`Xb)GH&<yYY#oQ<`_TRZD(n`>%l>X&OkR@KBrU
z-g_3unl3*ly#an}ZpQ}hWO0kLr`MyykGu`|F`d`ul_${$5O!@~qGYLtnIWu!ZFFm2
zwKthO<sC!Xm|qAr9VO^<M>Q5l-57f`s-1mb*q}oaTS1A5u9Nk_v?_P^jqGFIbB>pl
zXVi7*$989XA;+L^Oo4^O`jzs8U~!a~LTwAk_7zrg!qdy2f|DRrSqPZ~g-BPdN*fGP
z7X&7VfZN)6snXsrp^N`$q|VfCO5RjeTleKHD~qC7y@k3PY8EX(y2g^(7U^tLnnY(n
zlG!bt@(48Jb23!rs&5#)mqu-s7i^!d-*+JH{u3(AVodIBgzVv_K3~V{e~}htP-4+$
zievuk<f`0<YjVmIGgu^Q(8yUgHwO-IZrY+^)^cKkh6cSa{&#m`frP*rr+=jNl-C(C
zuk_YOgc);^#k0`bCCV4J+fk{_G42P)if8~LXR7_!_r&<L+(`PWWF{Wl;&!kk+O}^U
zhZ$<M%o5~+`@<Ej!o1arSrAFoSV7<_Og8#<FLZS0dC>H6^Ytes(OI8W&AdSV_Q1^|
z$8Yjby-fEjIoH?WRd~ygREGh1Yi{%5z~D*I;Z3#nQHO@Pah0@Vs|yqbcr#r)POW>4
zqD<+4I!#zZ)o782d848>s<a0UynBvs9QY?F!8jq*Gsyfg91a*y8YD!ap62=XZ<j+E
zQ+KUFUxDvF30OH4kgT7-7_X~7>KDtLOX>xkk6!iaiSw(xg9!>-H|Ygh>=6;>2~4Rq
z{xLhxPuWfsyYWo%7gx>wAKTuIOMLHr@|7<FIakz8$O~{@CBAOEystC?ZZKc9{d9JG
z0bZ~I`T)H|qX}PRJNGH=VKLf0A|kNp6bjqCf7{{f4^L^Hx+L2Z0%318Pm(8r=si8`
z*1;Qw&>*YRTQYtsoH$c6M6-6!8ad5c!~^lEoqCZdJMKgmkW~=ArzJ4jkq!w0RRIVk
z(}p6y5NWTi>lom$A*Sqp$*V)t)iy%FkGRd`7t=dY2k)#GU{%O!TN*^8c5m=PKiN*5
zj`%&xw}5LOVh+!Mj&jDqv2#3=x2r2Ox1Qq!L*7$iEa1Q0`z^vu-wm{KEHl^k%WSe%
zCP}Jm0KrHG{Gel}FWsk0`Nq>Og9mPB(xoz7$p$vMR%@o<hu+nzboB?RxxnlOy4CP$
zQ&$UAEyS~^xe?Lw%x$~*M46e%-%aPoAXm~K;)rbDQg`{^+y~j72BU5tl1Bj-<$7DG
zXt3tUB_XyA`GgazOE-R>Iog=~_9{*sk!f^__%)khijTwm)?KX0WyQ!9XVk)HF9(%J
z`Zd}2)EeVI?Mzr)OCSM>G5H>dNINvMOS%21eQ>T5Q@B#2C8v*grBSsE;b7uLv+|14
znO|#ps2F4<2Xxik6@`%t$&fdu^VATqD%K1Eo`y^sQUj220vPqvZ1zh#DbNN5jtl%y
z^3GWL^f-k*iOEP%Y{2fS-L}J>o4BYPzd*v*v1+XWnjN^b)hdF4Tq1@wKH^^gcau!n
zZ#Vn^`?B=*aL2ww+0qAYb?vW)D2l-xR9j(aKAR)ghSQ~96-6Nn=K|0&W_TF;(|#Pd
zwQd4NkLq8)(x@663`PEu_>vor52AP4$~JCILwHJm_)Dq(q!SQ4TNS{aYcgZ-z;luS
z?Tmk_=%6`_F?29XYnmiDl>vxUd8cuM8>*uJeR*klIiJIsG<630jiv1p5weE+OvaL6
zx^xFskBrn27*R9Dnh6(7vCGqdj2$e#D#ML0r#DOYilQ)dp5nF2YNOGFw9^xiZz~zw
z^G|%ANH2y$=O5Of$@VVIa8Ex1GpMFxGlU~vKLF7RhOD4uk+#d3KDs}u$k6Qc^gtA~
zV0q9tud~1+Pm@Fx02@Q5H<tj$QRc}oNf*KGc5^)T<`Y80uzKxY`Vq9x&N6q(&AR{L
zxs}d9-(8>d4JQ~?*HNO1SBo@ptJVcnjT@1mGY9$)^i~cmT_-o)I4ZCt-a47>mJ0Az
z8qIoW(;pCWZo`bJjp0hKFACXRbYw)=z|UetTUv8%Gizbj%2<#*`g*%kbPH5d0RCK_
z^p<n-KU^M+&>+e!k0qKSLG^`&S;EV7%m<2z>!SOjz6$7^VgOM>G2Gs5V44<#-%#Ca
ziLf@{>+S67=50BCnFo2wHu>_uWmc}f)g2t!%ZI3NK(TBk)t}uB*nVsN7R8@!F&bxz
z(!A_?3)eyVAE7t2<^mlYWmnqzjuxVB4H-cnk`{jI#mRiuVoT*Kg|{2&y?@WBqCQ>*
z2NZ)`qQV8)HdLUD+m+=#&+dz?Y)_Pz)eLN=dLcB<`+c;V<`Qf?IJ~NPHmV2B^A~Vq
z_U@_a>^t=9VKYp{Ca-%~xn{VD|0Jch|6isYwF(vi@V+jA&l$y;M%lqDKGbF62LWs)
zXv#bkCjf}f!H|>HVfwx_7E=VuTH0)Jdhm`CgQE`bCcq10JZQs^^V}Tko-vpAmEyb>
zaI&(`83@?7LQE(MQE-bl8N})~PkGvw#vx@Jn3(P$6_ldSE3VT@m^KV|B8*J10-BpM
z%bR@wy>o|39StimGNyw@j3!PWmbUbg%}i203hXO4!H_)tb7ei8*&&0)Llvb1YE$Vy
z0pfQeql8KDMaJ*Z0MF*B$s2mpy&qjZg6w3YGL0_wY%q2^Mq!j?s`#Bjd4cac34X<W
ztPsGQtAo`@`oDj>cOW+l6t;|OxF_|h7bJ#i4yz~uvx@{Eej}v-)?DZvPXl}HJLzk#
zTuWBPfx|NKGtjo%^@^F3p=*;1T_Jpr{(s?S5UcKKg4p$Tvl1>p8ezl8==}8N@_AXC
z8OF^GUq#AVOdVy$%=S!WU;ufBRt2t`>+|m*6hp)mk&i9oUQ9J!Eg%(U8A~2W9$;Sd
zpmqKY4cFJV>hrLUr<jdXYSVEdCTB>w`Sf~vn6Bzxts^uHLan0A;I@Q9%_m(<N3|+G
z03?Ae&~6R@wZ$ebhW;+|Fbi`UkZz;zXTg38L!K<`N8GMbRP=^pkKS*!*3K0DHIO1<
zVOiwHVqd}k<Lo=%n#$U*ea1G91pzAx83D-%0v3uOB#)zGC_+Z1Ny{KA-H3qHa2`dP
z3K0-ckYtpmRFNh%Ll-HL8mXa&P*Mn_=ghl#|AgNcK6vHAaL(R$S@*iv3XBYX+|;4d
zdSMudewU7m6&4V2oqXyi>NG>fYp5orbj;_i|40V+g)e9bDZIHZfIc5abIK_5G+2JK
zH(FK!BL)OVuEyzubNbU(n-Taby6p-Hzs*OH?g%dD-4GRowv<W^LkiH0%uWkZ{=VQN
zvmctPOBd49-9dG-8pJMJI^$!=r`O23GyJG&$zYpBmYij#5`EgDZ8-WML*(3n-Rh`{
zLGa-!ZhNL;cRdeHgv8(C7cWeE96b&iW?$_HQ;y`%0r$q5Olr;J6Up#``6Px1oK(@0
z%w>xkWiyQWKH|n)0JK-feZVis%2qGDtE;Opy^^P`*uB<&VADNhYqGgkSpR~N@Opo=
z&Rww}X;Cp`?PvS$l;%eDO*zQ9V@L@k#e?Cp#hgtIF_NU}@T|TJuF$z9ER<Nx%(P2d
zjN2+3JLo4T-X^P)0ewwFJeu)o!eQnCcr{L7ae~=sT^c&wb#wwfb656e5AbQ#3*{qW
zBUSrs>s(^Dirm<3CAbRp!YWKo&hg(Z_kIX1og~W1#+Q|&$*(gNp>Y6zp}FF<Eb1Vk
z_%yPaa;`a~8EXhC*{AlcD6r8ZL39cX|J_nVzjZFM?6iHeKVWU%*lXV+hT^30#g)5}
zk2Mlmqh_#qqZNQ~y1=i~s*}?q?Nn%f3!d#c>CyK-#>w6pX<0M0f#6!TQKyk6=`kQ9
zC{@A1)T^p?XQ#*Y^(h-Q0W$|HH%L*r9YxCqw2as>L}$uM<mJuX2_#)Y!oi(a4@E4D
zU;4$lz7I!EVt7FWzth1FfK#8G1S}KD0N9t}A(iVMaY_9viDRSe-9L|AGcCU)4But|
zLvb6&GP^nl7!^+z%vRk2S#~q{3zZ)Xm41ti{@?WYp*2~AwC6cFCSyDGjYg_+Z|Vot
z$OVFd*QS{CDtWxfE#7xbzD20XPL~25qS@6vvV~=jVXKPT5YAyBkN56LKR}xM6+NT`
z$RGG({r}zh<?l6|&^-COU!JCKyx(92l6Jv8w0gw5Ces&&=e)k>zUu2Gd8BcqWFZ*!
zZfdiXqW5p0uXbsknjV0wJ#s?AFMVIx_-&FPXB7gnO>PBLCjx<I@mnwQos-<EdSFKS
zk3huk<-=jh2^GfC1C3<AZM%*`o*;DIge7aso^M|-QEX!<!yQX^X)P{_e+uvBNzc@M
zNwd<VSyz<Burx;WpnDF|Hz~5pkiL#DQmw&Pp~P>eZW9vzP>*PHmzYLeuB-d<KVi!6
zM01`BV)d1|lqrw0qTi8_MM^byqZd%Q+$$dj=BqaZD(sn6ODmx~=Miwl84FEf{+VM?
zHfg{!;axkgC)t5xBrT-e+b!Lwm`LJ<cn7o(Szwx!ppL>Gyj|kL*bM)3<8L9-@$vIb
zd))8fd84(2OqLab11UeWD0IPA-?CPT){R8dCL<H1C%LVZ{U&nRA<t&CLMnF|wgje?
zT)XNy=Q#n!$0H4<Z|$@D8Lcy)CcoL4URys9Wc2I*kr<>G@a%>lJ~8%KiST?&<B8;B
z4VGB+=%4xNdpC0WZ;iK;$IYh$A7oii2#d1RJ&76cuOXMspU`J|(#i{bXkm9#W716<
z8ivb*)%|mN!3rh)Gj;>f(OCXM;jg~6hTiHA!jtueGw6L+;|q*Y&jZ}lL=ac+jp2k9
z-0Zta>~v>9Y?||l03)?Q)UieK{`CpD_7ow;fwMl^DlU}ev2U0w;Hz@>Wvc%mFQI1#
zJS3pDptxFv(J(I5KLH=a9~l=EFU6o^bOJ;B`bRIyp>}T4C{nsb2-smW`VPn%;u!%|
z&5Q*~Twu5|q8%Zxv+`H;=_yL>z-smr{5fT2pyb4+hJC2l=LVtH+r@RWNMyu=zICiB
z`cPfRwlfzyA-`=Yj%u}PFt=|4RGC~*y?-wJeIZG`d;qGVx8P@rufjeFp$MD7oWW9)
zimVglukZqu1bi*pg8Gu5oy#a&MQksUhOEx+ru>IGy(}@>sQxT*E#h?sd_EvThmZ*-
zHSz;+U61S4+v6niaQk2m;Xl*Q!L~<a8R9u*TBU~GaC&y&9%&mff?D1^Nfi9LHXsv%
zH6qwrDb=XpnE5zIrgcdYnL9)Md8yRRZOT;P-z_$oSE5!XBMgJh)=a>P1o>o%2>s2z
z?`G=9w*i=g96`$ipRhyedKuW*QmNYqjSq3@Vqe4}*#yC~w_XGhVFe3(M01@oloJK6
z05#t`?iGpnuA3Lr+o{|Sx6P8f0x>{$2Uw!MymaxsuY_}1D(CR6_(?~e7w$0RA-9)l
znDm4C*;Jy-Vy}-d!YSh>5=PQMI6HBtXtLfrbzj`!2n2WQ^l-}TZ}o<p1ud(q9X6o~
z%a^LFlF=(;<JhvP$xJnjrBhCzgj|QgHcDiBl&$u7v%Dhk!thyaoUwIkA#>EWIHvG#
zQIEosLdQ?zzrzk8!LbD5>w!B!F|FG56=8rjE$zG;0EnTWVvkb1!nG>{63vKM{n#(T
zgqIi(^>{TI6;v%tP!yZJw)|P)n(UPS3(a;q4Nmr>FUE7$mos)0=39kw<*rvfo~yIW
zN(;M&Kz(&Fz-K@kL@5FSnqX46m(lV2t1kub`JjobfnJs80di}tpR8e!<0&q#MN+p<
zRHQUg#U6}{`69`B_^~V@{7ZgRzJ#)jXCp34Pjb?m8|=Q#EJ-k*V%wD(q+-hGRB#!=
zRnBzsXo?5@N+KZ>{dmAVH)7#0#woBvjcL9;+j(AXMyFv4y9a1RSb!8jGgR3h{6?XF
z!Sairx+LC53SDGFNs7={GTmb3onzp;5BWuM2-!Qb19!#sFc(jZFe+e@5YgScy!0!$
zx%s`sJ!{xC-@xQ;5(#=3xZPLpeRc!&JZAiqB^|Cdk+b5U5_|$qmOd@Q>jarzlGiTs
z(^Z~i-v&agU|0oEA;3=`d`0Zff7bLxLgig7jYs{=eUwrda?|1qH@Tt~c#iy0Igv~#
zIjZ(!k#UD^j9MqcLhMx7LJLr9;=DRlOJ1SS+Qt|BNaC>@9BD>LA^+>t&|mcVmXq1z
zYCYwhB7|@@`3fXdHs+%;pS{C^;-eD1Jh8fFy48V0Z*g&N9p;3%x2J{K)r3PbQVP@f
zmA~wr;GaweMx?A55tlgtJJ@ecHHfsltY~tarJ~94h|wcp{w$-J*v=pn!J&5_kxLKQ
zw!bq>!dE9*s2UTfNrHayTg|1!?iQm|2PfbZV*fn?J5^J>UiZbs%ENEgO#Xz~Y)x`I
z?b;QQfeBgF7v3B1QV{iL4ev(xZ{HqKfGI<P=b5I^=~c9|Fq%V~x!O?TIu;6|h<50z
zLbIIFz#aMQCW^oxBzKg6z?8{Sr^4}f|J<05$&ZijTlja&L49qlX-u5jcfC@%CCB0h
ze$OS{4g7gQIKm@E9bX<vW#<b9WP*(|ezQ=i@P0>p#y$Ceu()MBa=hg`-sC?YFCAaI
zWcWhgvX}!k>#KFT^Dz=hUmxEWD+Waw;PxJB%&(b<Dk?V%r_knqtZ0+l4U`_m{_X9E
zACnqx>*SjnSc=r)ZUBx1k_G#S6j?%Qcj3UisnP}e=trl(6j5o$wPVIK5~L(Cl)`rs
z8Bz-xlgeQ1Sq-|eFHaqon-yt|b{6(6fHh_hhSV*|raN_37J>39BmceWGq(p628mv^
zzQ*^-LGbfX=;Yg%8gI5r6M;UvhCoE0!_JmE>2?3svTG$%D#`yLeDOTytU`CHmo^Ib
zjmA?(bd>(j_1EWZ3PN&IcaWv&?_<5;<~qSW4_>N!Nvb7@Fh<5t0!4n9{hO%P8>P{F
zOYtyc@%ZJIv!y4mZ%Qwa<fnkC7};v5Sc=*Hf@Y|6S;X)A5gL#~rqj{mB0!H+3};Iu
z2KK}Z|C2|*(WKJ)gbVIZH2+FJkE1on*ykrtpWw9TLMKN<3Y|Fg|4kw^e5~}<l4ffs
z<LC0Tb_gGZ@=HJ)52o2sLX(2z{DcJB254RAvYruAr{6Sj&yPQ*WFA+!i3PA?ZOG}o
z0lc)%vJh(wB@^P}SVR*t=%y(QHeCkSZ@*>OrMnzJJZ7!q+y_^gOfqciIQ)-by|O#)
zFnTQDk`Lc}@&eo$#NV7~b_xdWAOZmW17egCXZMf}+MkCT5$6}zoZJ10r=enL!gIi^
z=?Fa}1D=V6OQ2d0P!9(13do%F#BD(KLZCvq*z8{RL+Kk%O2lKv#V=eB=?@X*xbxA8
zsWUEeElR{FN_EbYW`fV^qeK3p(F~2&$|um2$fO4SC6T=wAVs*M=?hWHiSOT2tl{Tn
z+#mI6h5!dy)DR}Q7qt0jL(Tu0vCIU17qeswSvO$j@w9BRHN3~)Cyq@cTN<?NxK%ap
zI%P%h&i>UR{J_-=7HdemKd=_8b224QlRLUcC_?_puphp9N9Shz&tDU{^HVw0#})MF
zjp~EGMG^G9%aOl(g(cK}eRAc=&+@D8z-77`TLUx&=VBV8c0RKapiO2@XY2QtHPU_p
z)RJl_Rj2rohY_d4q5@J0L0FX~|GVW<{}jbaJSafjIV)Q?GieRJ0>nIKSMr~?pIQl=
zkI>JUT9#Y`9yR^pDC&0^s)}n0#JlQzvgD?LBu1gn&bP@;s4V4)$`?$4+5VNqD#l49
zuoyWmG61~wAJQe#Ze>jy{=gcx93?*LJo(Eha9qeA=OT?V7_F#1oS-3o0ehy9u83HL
zPzTJ5btvWfh;j`oOBEkDvIZe~*=jVqLpH8EY&{zS+0x;quo{EIOAbOK5NDXWw3^xS
z5PS!xNjV2n3>NL$DUI;tm@gQsv0*gO+k*cCPZ)#gPTj|+ZQmu(lM5kk+)>;}1MNlR
z$h{PF*0wbNjy2yDP{1$e0Wr5{sYcP(G3QE0rSd((%8jnQH!s&#lC20gcAH*>==Cp=
zFG-idWn)0+yF{AIp+HU#1bXMT^~UmetaudJPXd;wM1V^2l~rghh#z=Eai@uJ;R|*)
z6u3~*Sr8psv7f0SowGTs1GY(2s+6KRox006dsq>s+faI3k63*tW#!q%HT{skl8@?4
zCz!l?JPqV@R2)&%Df51c+4S4t25*ycTzY8e!6zRtYeu%~@_3PiuN#!Ti(k{2sMPEp
zDWa~NC;-h&1O(1Ogni9rfo*86%rk7D<)N-Gr6dL+RU19l#b_kD@e?FcYB`1ifu@8j
zeh{pDVc<rP7J7Lug2hS~&oiF=9cZPjZ__Y>kcyj`JTQ4F@oH>P3S<$xeQv*t>Ynh{
z#lpiA*gzoL>ot9htP`rIM_`tj)Z~mPsrrh5=(NC}wzVMg<>zmf(-2vdM0s3)UO%fn
z3zfyVMSYm=>YQROslIZ>YLjYVf6KTXm^Ax7fDZUoOdu|OU-z-egi$x|s01d5KKPvs
zucD`dXxk#FiUmi!m)_zSqZ+X>x>DQR5ZvV`4Cf(kB=^a+WDErQr{Jh?3RMOqIgGy*
zm^wF-2NyMy;7X5M24yoj;ie>cUUhaooymn~f#8pflETQnKE9l$5rlL{IAvZRmY$gT
zS)aPk^eOQki_AProp0=s04l!%w0PiS;oF)QcRQiwck_@OP`b1bI7C^{(4Q-@<&NFS
zgbX8Ts|*H+9wqs|AnI=`>2?++@!o2_&%P^*z<ff*&sqUmP@-ZNohQohg#th=zZk?A
zAZwxWiVEH4LrTBa_~nMwsDjw`{9OjNB4^Tr@9QtkL<LGVoTc-9FBpgr4kgZvIIDdF
zeHQgS?fc2@r2KU7?a06gz1BWA_A$r#@^3fNK*v}Sf^I)VQm;(h#V`x{swnslQL&(3
zcs5<Qi|q00-uhYja=;%<8n-+1YAVciOs)sK#Pk2as=}%PhqZN6&A?3TV?mDz^biAY
zvtYF}cXW7+yjm(o7uUZ4sG1O1-90K}I;Q5(GL)c?$#NURfU*wjWy@Q>p6V3FIDimQ
zEG1saoXL+$);+h2t#bzq$mD-uk9C4t>ix+8f@8NBzY(ST4iN-yF%IZz#Y?dtL#kjS
z)~v*U4ERMV!}63j^B`mafJMAL>_V8A+DyQU$wVF3C6J;LTc(5K{Pf1gsB(0(mmME^
z7(o0^T0y?oftAK&f|CNQf2je{WuM-u+=6h2lh~<W8(LT=tW!e+aJ+LHt9UC8KhwWp
zN%!*vdj2gG84P5FSNp8rP+dz9TVuU-d2Ajlf~eoa8#gbI#uu1U`A?vSMgq|$-2BEh
zK`-(~nV_|bQfw+$tfzdxqt)1jRG4oL6VY_Af&|()CA1`nVQh_DdTqR3mPnKKJZq!A
zTGw=A-f)6F5~Mb?zcaMZzl>rVxeJzsuK|TA&6Dhpo_ZJx3EILgc-x^a$8l{m2P$xk
zxd)LdefpA~t8~de$qJ2(63y1ENkJ^XUsbvraU$vas{%vBazOoH<B{cb(%nH=Qxf^H
z+(Ybq&KD#+;OO0B(LgL{oAdu@J0>0&<TdOVv&9}-e01vgnWdM`R7o90bdR|e=x~zm
zeH#ukqV87jdKcZD1*q~tA`(*%y&sHuqlbxb9qbrN-c;-cN>fzH^l}U-mOl7&(bv;C
zKXE{i;m0Qis9rAbqL{0hBS+wlaqM}SSkqhcVb*1|6Q_;-JmUI0raf)cF7<QE^*3xr
z=G>3XP#OUIdptKC5{gQ?^{6Q`OBUy9;YP)q|3n^yha{-%?4?hO;)Sl9jQ)^_ulJ{7
zl$ne?fcmr5fk6TY8h%>d>owG@E*`e<DxHQ?8&bR^Ou>H)xoK6)>5baEP`Y>Jd#|{a
zo1OC;3k(F8DX@dF-MQ=lW^S8x7$7K#%>i?CXGJFp;eD7Q9|4^#ma$$6J|5q0;Kk>g
zH}1->43_X@>%q_zaA60FqnBTb>O1sF7tJ;+E1eE-XDaN8_+OJdrYE!VyikW?L(2vu
zFkUC;=LgX(&uuc$NDmG^n2>4Mp8C8k`$sdUGQB|-sk(?$Zaf=u`=b6J^vUFAZu8H{
zT`S36_Q~Nnl8JNZFB}jU=oY9dA6#^36$G}n31<Y22W0OX58==;8(ypK^-1yxZC@nT
zsnE7~WV-*3NU^cb9JM!gj*v)nIY`)WXLt^hekn+qK<I%%7fDzTYT?g7wo&eR_e8nG
zNpe-L3<N2Gbd@yu$HUXgBcK;{O3<T}%G4!V)A><u9Nnj&9@nOhmYg_e=^xlt4i?Bl
z)j`Ax&&vKBtz7usqwTg&xP8EPcriO5O&($P_y2{0qqK8J@<|oLa6*A_%x37cufA5p
z#b%|TmeDTL=dX2wjIu=<S2EdP`>eA86`X|F7e}t=aYIV)tt6->B3sFOQOEEptFAly
zbnaxytFTzTMhhuynTXDy!;|8v!WaGqo+4-l_ZT<5;z&<4Iq5AfZs@80QR1ubm6NsJ
z8d_c7c@Y4-6fp>VLInFg-eRSB)|pZ&++lSb*D}(m7NWES+IAVr^yb&KzXmD(`SkY@
zz-J2F)x}NRbwr8?@UV5(Zf4YmRJW_3hfQ=fa`Q&LYW*l<$j|j;^BNLsNzcrMG1B<6
zJVF4i4*%JNltE3q$;!E;gkqtk<v?J#nXmqH2i%{KD)3;fnZ%E`fTrb1UGY~7)63H@
z=(|f#m+F(_4ZRA4+1G1CdLt`yq*2pE4pcZ&9xhv_OZS2CEU)Yc>9QH=B}b~n%_;^9
zjr;Hw1jW{uzXPy%s7O1ftTN^HC1dq9Rn=?61<V>mM?5Ucj(@1^05qc0ZD}T^B_a2*
zF;(cb12Mzj)_{KBmAWkLn-Ep1m_vekH`ftS;*~(tl7%ymOd(q#nQQ3OcUptPhynXj
z3>!+uw^6plel-BI?Nq};f(dZ;QU(*E*plF=iXMExb4uU6THL+}eVTq!ZiuU)`TL<#
zvP{zmtP`q9IdxP}`-7?LXFN*-etWIq)#+FtQs(;*`>8+PR`2(WR9g#5xZeLWex1CZ
zs!mhv&IG(#wav@%15E8hE4bFa&Uuul_39C(Dy4ZHK03KvxfWVlZEmg<3~mr$e_jz1
z82*zoDx)UN2A5jAHEMaau`VP}b!wl;w5Jv6X@P>(XrTVmIS1z^pqL5*W+TiHXnp&5
zt$&BhBoWctm8tBalRqFm_;-43^`LrO6JJtHR1w0nBKdY+1Yj;KM7$nxjoC+v(GNCZ
z(VA$K{jBZu*!yG)PHK6*7xd9YfG;#l4!zI($vARWRt*V(2~DZIORH<=;1A~dnC_tn
zqrnu1;mQfk*%mick3lv*PexujMvu)hY+Q$>@yJdJ%a^XIc_eQgQI@JUMNAM|4O6%Q
zGul10xXQDpv;SQbn}C7Jt*LMaAXk$wJD-GJ%?eBU7_eTVn0wq;_YcTb0A23(t2Zrj
z@=l^-X9(e4fwJz0&Z2lkF9?ZL4;hFN9SU{7vIuWK*yQUt#ts3|8#f^#KjgZaFlsuT
zYh4}`V7f|5@INjHAf(d6uzW1?UI*|0&z(~j>;mW2xW|W0Qou^p?ZHaQ9$`zH$_@_g
zX=B&)W%up0<f=#e%}*u_3k}pkpW3xcz0%5D5t6Rcd9*{u6{j%bwF|RF)=P|*;8A3(
z2^MT*btGz6;&wHVy1weJ(>ETdAJc$MB@<FG4t)F`+DT<h=gs)2gh+R$3wIpD?;T@u
zZb?nQd>Q(+JaMo4P0rs@cT#+b-54GvKraryZLCgoEogg~ol$xGu04zLb;=|_?n$HS
zh|_4^mkis5_y!Hi(7P1#TA+R|N0|dFR8rs?0-(*`o#RFm4f33B%Hlzu(36xmOHWSu
zfXuGjDxNPIO(TJPGGdp`KF(<;^G2~r@|)o4xFmJX-JgY^<tMEVv=4TFEG+@mbo!mJ
zyspDv5_k0}^Z+pSdO6rDqXf-c*sAsh|9<3+3WAGk2@aEs)&*6kSv+E-@tfF}xaO!v
zp_<5p>?8?C(_uL>t;r@6%zvCnDF5G&cy7XE-wqj)PMiO3G?3gf_ebK-bP1VdKiT{w
z)c`_UB5vs0QIf>59K{(*JbgM1+=pE|pWdr4?+0s(MH`;FQ@}MAH2;YnSeEZ(reH;q
z$~`i!T>!aamPhu64(F80ys1&B(}1Z!n?c0s6XhqpGY)+Oe$j*jlcDi$<@Z2I3~B*z
z%}VpXJ=nd6QhJ_OqSKwLNv3&%Yr4DQ1JE7SEzJRoV<X!TW1rATdxFg*{fDy@L9aEo
zX^ELwPdeeu>JtBu^!`*dZ;lfWV?KpYEQa;4`<y+)HmNwHd8LiJ{S56W#E8rR4;J0M
zu~ovx?M}S;Zg;gP7_<0oxBNvg1>=_xb0<TH7M$a#Bi!w;P+>02az``3BqgMqWh!{0
z%mn#V0SpLAvmBAk``~HvJd7#CX-36RXfy6T0W+pyEq`)tK->(3_KSGd8NLW#;!592
zFlKEwlciP<ZK{TiUn#}Ll|TF59<H%2dgOZ5$Zo6LX++gC8e^hlA@_4gM(;9aAmXe~
zz%+Z+(rZ9+zBkd#PbW!%z`05uUxPOhP7t=%zuY`ih&#A41`v?1Yvo0|i(?qL;lgfW
zbE67vdLRN#aG#-Nwk#%cn4g_60)!9&^f8g}V^AMOHg3I8=$K^*r6=)UZ{KzE5nOFd
z{YC0nAq<+KAMkQ4Ae3VU-6|VG)&~=fvIip<zRm`V=v`~5D+Eww-8Kb3_td6-1m#X?
zi16*KT-c^z{of&lGq^aZxkvUWGOEOlGgOkheTbU$5y_AFilbfuu7;S&%}X0BQWI%D
zkXkCe&ixta%!chVIzIcyH{5VzeorJ4h$wx;32|+X(nT2YcnVwD37JH?t^-BVN%9IF
z%eu%e&6)8vS)R6`Z4_KsbH4T)%|Cr3+f)@1158j%#zLn0l6@{HhIjJc%!$zcFkNQc
z1iLJAkJz=&WP@)V`P_2%MHPH;i!5^%x3`JIvkHH`er)FeTaR89ku*w4`n)Zad~bbC
z4M<hM66uE6W9RiYo77w}6e3(%D*Ckc8Ll#J<&s{daj9Tyf)Nh`+)+)kgM~f|bRihE
zp$LvCSimcNe=BeXJRRPJN%vj4%hCk7U7oO7O+69EwE@F}$diE~ffI-D^w9lkqBB^^
z+!b^6tjS=JVcm+zz;qL#c~3+t#y@?tAWr>v%Zr;GB)!2(-R%y}Uo(otr_p!n6EFDv
zS}BqTgVVA(9zs@~MHe#dQt}8LdwD}m;lAf+@NSn#H#Z>L;7a*YMnfqzR1r<kcQcH1
zr&7AC$N^n2nq{wAz^GZj@hUf#(N?+y<J3L~-KSpbQ~op3iH_g+g4bKl!eBFg)>Q+l
zY(Zrvo0bZdL{PE=A^-)K>hYQ6@;u8plPS`5Wu#cYiY(r~EFxtWG2!EbEA?)9-lX$Y
zpK7WHilRyHBKcej|E=L~oE2;e^fD2?1C2KXiVSIk98;z5&DOadd0BOxfhH)`qE8O5
zEx^9YhDjK;UCFPa`Vi_@(rAlw7CK;C3Nj^_B3wmEQjjcI4E+NrUN|Q}&1FvoT+={@
z!gAEkM;AnufSTv9;wnNoWc6tmX``W_i<EJ*DJ*C~rViZ9?|yXK|AL9`nDl5XQ>mx1
zy3{8{_<n}oJla+$i`U*bbXo6#+DhOWVs4VfT)@+%KZ7Pkz!~u_szCsX+*2;)xaDpg
z&q4rMVI-yRR$PzQagnjsNqHk7&sS9rG+=dF?8-h#ocR*PFl1Uve&=T+;6ft%CK?w!
zcDqT(4bvypo=Pzxi))to;6cjTe)JCE^{I-B{f@$i;+7i&v-R-za$3+GGyR`g<T+kn
z|6YkQ%8IB0CjHbTEqkRSJG-`nwy}v7Nsj*JGmDO#oFrvQiN6k`P6}(4EqK<$5o&uz
zqtjU$$<2%|tUy`~NQR(EUbc@F_b<c`*~cj(#(_<<EK&Cc7x}C{V0(LJ9uq4|=jD9&
zDqSFC%i?v&w?XORrkSd8IkCzhFZk)gCd(t;9p!@-Vk&%~)gBd}-LaO%Ygjo}WZ;!6
zyy;*dmMU1bz4?k$7HYFruUicy(T)Y;YXVv#&kskO%pDuWIW)jAnF<JUS4{<$1xg(P
zx<&x{YPp}oLXPtbA_c(f;J!ER$Z5Cggp~-RkESiPs+dQdtH~F^!WGDk!udO#{90k2
z9>9>HxqR}ZSEJtWe2ViB_^j0fP<ZrTa3`)XWnZU)>7Of~n4EUKg*yiKAw^-qF2pNB
z{LGmB6ZCevHD_7LF?4^2aVXw@Cr6_L)&q>hAM{(cnD28A0Aqm4yYi)ne{4LPeTaH<
z;dgrz@(k{|pI^lo^_L%CQ@qnZ&W($pHRe_sDDq|1M1a5rjr`#(8vl2TLBbJ`L|rin
zOvhq=e8H_{CA>7^(wfObbms$dd$PTYg>%P0Ze?rVymP?+V~Pk^+^aQ%ds_Kh^@R5)
zW;LQ?M-Gfh2S)-i2MM=_4*j-9&UX{WBzT|dj3mhR{JUkp^g0L5#H%YE2MJH9WyS2T
zGT96ss*!*a{ktNgF!ySQik9gU=Q5bGHEJO8h_KEfJi*?1(62~WhujODL!i76vWCPs
zvS4g@pm1f~<kp>=z4UW1<=~GlQ0GoSm!4R%$Cqj&5EnZ=NzQ!$Dw%`0a<-UbzmRFt
zt<S11;WVQMq?8_kk>u20LnWtI^?M%jBywT+WOEYmgF^ypeJyyg|6~F|KQHUdMYpu}
zhR_j8SNBG1z0fR;a+hpf6@xyB=qB}IFS<8UDdiBo<cMwA2K{=BhB2s$;um1;zLh}b
zoA<IJQapKi!aKZrs;&h1mJ(&8x)VBgBJSazBq}*VPN7*IQ7|Z;{6?IXQNJd8`Z7e*
z1Ajr<b69pAcs0VG?Df5eP2ZNs{AM31SO(<uFEv8@Ddzj+3#ae<f#*-+xMCa8l2yLl
z*>(rP5(jpPb`=0=dXIRp)Lk8UghI3)ykpseVj7OQtgK0??CcJin3a$A1ap{ltR}fm
z=C>e8J1w=H8M|Qe9Cy%F-AkaBr3OL_yBZS~&@%p-5#)Ip>XN<)&UEIU?BKs5kJgUI
zuc>p#%z@d>LhBDQ=a+-$RjyrCn@Ev9!#5tCtEhY8<I^gd-2LSaNbT&g;g1e;t!~3R
zCm|YRye4nSv4j|Oax&pVj|VvIP?v1R95ANUpyXI{v&E*_r76-T7aYa71aS|ypLgom
zx@<5^Z(4A4iU1v2IKX4SwN1SO%_uVaCc4nRbRND6#9t_%ElY(M{n$y#WT<vd(j3I@
zq%gt)k?zmsU(Ki;>x6L&L8LAHMM29Gw|D8g*jo+#dIhV~ykLnL0f3eos8HExqGTgc
zqnMaG9VVZv8!i?SouM6S6NCb+;xZiy!vIcPvhj4~n~fjd*2S2B7O7LHX>|f#Us;pg
zTmLy@r#UEI(^B6128z(^SWuCJ4Y&MmVt3h4eoXfSr8G!odYX82aT56itr{2$imJ3x
zU$$fsyy6OgSbg#KB)~iM6VcEzbn?fdzP3B2Py0^Yu>NnpfDIKzg*M15Kx*q*Sk~*e
zHfL%{n0=qbf@f;n`?)@l-?Z%F?UOl&&o&v3L`uM+N!ff#2br4AKs$W+4mY42u39rd
zIAORh3)$J;wd<oQAJ4g1L2dvq@-l(I=FHbe8tXjtk7AodM<aYi0?75<d@K7IVxq$G
zG^x;M#uVXN&f!r;auQHbmSTkBN-$_MS8hhtbp4*ew*sYi3c6j{z7^iV!L%rQv^;=3
z%!{3u0=)M-i=M3h%2Qu+HN@61L~>vka#^X;2<sm6;8UAjIa~qF-2pHR?MiKRICgtT
zl3L0g_VF~jI)nyc2$F((>l*wS{kyF*7NEw_(HBR&g1?7owHltC98;%%sRC;2^pz2$
z#0ww~%ULR4M{HA2&t-3dx+;Z*+C_)fMwl>?voadZA_wg2u*@_nb_dG{%lYZSs%TjN
zmSrEb%URf{k!$@bg}6~BK5&+%KY;ue@g(Bwqd&HOdb)2RW2e@>od44f)zQTBH__2g
zJieh6I32_d-Cu;qZhc3cgxp6aJdK01@*0WT>0-N1mC))s_9Pokg=e5@N^_}wQr3fe
z9?$Ck!+o|eIRRiPeDfNHBH#+cewH?XCyxJE>^OH=vAMRG9IfAlI2e*hz0o(>8%QCs
zTDmg7hCD)#6XL-EsB!3U`5(uyidz~F%U=~Ql-(2OrYCv7bX14@B=^_NuA>M*8I=ee
z#d6=u-aNTF&uGHOjZQ`tU}s9>?1sbUS%Uf}16I6&aA~H1ZN-L1Rqe?)mC^xYV#|;k
z<3fbi3~<d*ESehfLyg?$5A?X1=9Bq8#4OO2jRRE?^f;CrDPGCPje5H4yDw6sV3Y4A
zralD`=eUo`-P~sOo|rg2mnHpzp9-ENT_H-nz*-r=J31Td$L}2-3^vGBtKb56DY>78
z$F8mo*p}CGf4cm6%>0SxT&OaAj)(q2M)$IBU2nPoQY!9^ANis%yt#Ja6?ykMdX-x4
z?Be7q%L`#avlA)@!t)dLu#HSrq=fCditu-6E5|h}>6Fcw;<3rJ8*k<^S1I=@D(aKB
zC2k{o(BYpA@RQ(g0P(oLAai~^{wgDXk&i-f@U6#Wimi4aUpd|y@Voivu)ZNF#Fv2q
zL_Uu!I8QmHQwbVFutlj0v!^7Oca^6es(^5?yYcuU^Eg*{vE>o{?iD)n$FB)$KgdW<
zM5bD)hQi0|OHQf19?j>Q3PZ@w>6i@d!_9&-qfGvN#k*Dc+jLDNQ?MKmfCd$Y8eO2$
zFs`F=NbtfnyOR83bzuyXtL${M?}kmNzQgIiBzkeL3Cv?(Q_S8%KY`4(MkR#4ez6us
z)&#>P<@Iv~Wznl5=yfgh+{AMBNZz1c=Q<Ec?si>j?eS5Ux0vQ%q}ISz$sPhc!2L>Z
zznFdoI0zSdUu+na{v_4TwBcNh4Z?GGw?D#hwUdWdPj3*l^*Z^XI`L}+p@A=GluMP~
zhq&hzx!dy8a%lA@WyERS<KDHU@f)iardL~5O5GlDtW)6GuV!jQ4|*_|FgLRQ(Bq!G
z)KqdaS(ub3J)QA$MQNO4J21h0GCaDiYUuBOw_K^EmxF}Y*nt(_lYo~}8kVUmhdXQ?
zIr&W5U`&z^;5=_Jm{cIP22Wlj;5}kXDsu+hW4mHzZ{x3oDl!6tfrt`8ta-k_!~dSv
zx!6xd6kTM$R@pkDg?JG8RC->P;KeCzt2!K?NB!92h05HS1qJPE4GdKXj-`@?ijbJX
zQuQs}QGIG|;4vbxvUqE2<MEW%FzVx=EG_3gh28nYTYU^-H;5^r`laN3>x87u=|-oq
zS~lB)w&(pp)rauua?UsPC+s#F`#y&~aA&acmO_tCicl~)*(g#3JT6(Vjo{jivfw7t
z5n#3Rw@}xa6Wj)s30)L+z3cPn|2xY-{b!<&8k-K6sRzTRtPO@u>PW3eYJ}q_nm+aT
za>k>_Zf?ci`@R0$4CVW&N*FYI!mxt^FbM70Nl+|bLqDlo+gSN<0R-vKYFg$0gL|S{
zGmtTiG7{W8xqI6h^!fgsDBx!W@OnO2q-_i`w605mD@^OPFJ^;(jP?rR$ALcSDZ8!l
zj^|5JvNvu8DM74LAz4M(BI*3=FaP~MSbtU)HC3t<DqbioB2+a)qTS9N=yXX|T#_{2
zu|J|c$d{NDdE&XtZkM|L`U?@4bkgtQx7P0$J&fc62lzlxpwGgl8-k;E9hWj+q|Yxz
zo@o7He8jkL?_tm$fLTix2iw8S^&UmVmUwc2+x><#JrN!?pKJnIw%=+|VnWrOqdVBN
znA<EQEzTJYdJl+!ROtNJ#wH)`hR|>JVqrK%2~5uJ4V$nvM&&+*;yp9_6m}*lG6*c7
zQbS&`@2-FNeig_QE)Jcm&p#X+Rk}}hm)=QAH*80K4>XV5KWa7AWr`ZQ5fYRWt+@KA
zPOuVk;z!~lSIUM<SrKG(=lYRf&^R28obSGHq4YxHCD+~mQPy9cM=W6L4gp@bg~TIi
z2Qiz8+b?f8G9koa*7{jAh`NV^?37U(L8(bbe`UHJJ~(ymo8H8pyO0N{3BKXJiP6}4
z_SEFb;tYy!8d;aE(^ZCuXPY<`FoV;Ki!$!V=jWDFKRTG}k^R0@VkzZe>iftn6OcRa
zMxgi39Sw5qJz@+Gz!R^+P;43tHEY_d`8~FxdVYS+U*#A#ug>peTYJKc%WkD?S)oKz
zBGVRt?;`SQK*1f*7XW^i69~N?|2UlPuoa7-&`0PKkvewYxWBymP14wC4*+U>4TKp+
za$^(pgeFcig>ri*RjpI7%H0ou)J$GSFtFsT1G8j^kMQ`)biQB`yS+t>rb+1m>wB)^
zj|=t`-T+B1t2XzCcoyD|e=N3*ZVfi~kn1G{Ni$w?CxEm#g-WNez#>f?xc?;)f9QAv
zY^815d+oYETn*&Ks4**%2SU19nA^u`@Xm%e`r*542D%Bv280k53{D1Ex}B4-9q$S4
z<KHL4l~+YNC;lt~0k!z(xEGKXjaj`z`<2Ttl*RBnKhK1JMaJHfNe1RdD2x%1=`5sa
z4iWbZ_h%C4$Kd}66tjLgAdpg#oQ>*4wm$igkFl{QXJyD^1YfM4)Z?|4LSn8FdYEV!
z4DTAzw(l%#9xR=MD^V7Kzs)QeLfthV9lUE%Dbpf-?X<(h(4VZ_rdRD)yPZH{Uu(XA
znn8k;_s^-zpmGbPly;xBy@{!f&;sU^&|PJI>h#lkPW?U@+!e3Her4-GXyXh)#!&~O
z<zN_{+?ZS(6rKMq<i^nJ$TM8K^7r0$;*RHj+7%PGhv)fT#ua@XK6!Wu#3y2}j4rK~
zWCG9+zOvke8M_F%VAb@xhi$Fu)zJuRroh8?x)kV?e$PoG=+|E?a5Sa9DR8;vXeNFY
z>z+-a25AUJD075(cs?xkT&zB{%tIOO?BE7zzaY-S*VoT9p7(UbHZ%QD>Yk28hIS;a
zwfmIm;~6f3bpQ9Nkmr9FNfvlwm#k}rIEU31z^l@uZZ3Yr;WOh{?5UQAv*_Z8_mb>*
zp+^yw8;(nFc0ImdcyD7mlx)XU%V+h0B4Ok&3}hT=#V(sbG2S?IY5G9RTvN?PwVT}!
zNG;p`-BL&|I((0iIzx$S+|H?fT(MVWw0T5VLA~;c<to`5cp?B4Jg)=VkkDlfY^R}j
zyH&RNA9+?fiA(AVaiz`pWqKc;+}S7H>6g89SVy9x5Hh)!6h?Rs>~pR>fl_2W|87x5
z2_V(t-^Le-b=>2`cI`l+Q(J8n(QAshcL{~$5@U5zZYGA-clkI7-d_q^<Ve|)&Vfx<
zzP4elZ}A80%QJ5x%2E}9+T~nC_O#2+)<}gf^(mJtI2+W_BED&KbS&TJ>mqBBO9e**
zlJt;`!DK43PUXaTCiktDrMv}ogAJ>F;iA&-&L$XOpCv8I6?=sd#dd`hE8aps{^lLU
zO>rbE_6`|9R_Q>%Zt<b?c0Of;k|dS2OVK#x=i>J5phwW@b8&QXUZ_XUq5<GI_Q>&3
z<;-r~y-bqrYC6Af?bn)$j1bptn8$qVoLXlCSV{xZ2xmGzt^x(nzz6BOZ=b1*EPvq&
zP|%8Wb0?qukh@feVs3H?@k7y}^34QmeZs!mj6rYUn-R-B-heQx1|-z~xCW<#xb3lU
zu%SvD+_JHW;(lQJ5!O2TsB8wUYWd}6Gy50Qh1}o(b^M%TqhJk~OA$|wY5;n{^4*&+
zMWch9TWRhq?$uNg9tae-0u>(L#y?8R@>-OOPBo&9FZ55K`Pdp~j}gi5^`rDyUDZUn
z)ngYkL+LA672%w@^1oZ2{Er{o8;R_j<Iv-D^a{-<*4M8zl=BeXYx1Dgg8!qw$*K?<
zvJe@J3m$3IACL=z954Wg>S?Fk5b+zjNXd;QWsZov#`KXQ1avxBaktW<evt8)=Z^30
zas&NZNg+@}$$i*MKDD7!T9!&YFHE1-LhN5mS9<k8ZCUBz#TIpFtxu8N1Vf2cxi>nJ
z-roIp%c%VS7nV2C)_1X;SsTC&qo^P=o`M;`Zi4uE4)s%-kMW;#Fh#X7GjD=Um1VtS
z-gI>)2on3yU@k?&NWeH|YyL*`Ruh$9O3p<LODWw<4GuOz`+ah#$pyAb5A1yS>{sv{
z*@WL)^TN)4E%=`A6Ny`RxG0&tBI>_FARdpOugA+e)rxQMGstMApa-@(KyOWG+MC^E
zcy>gXVP!!;+@K_WL!_+i2btL;n9i$(XnG(hJ*FA_Do#{cxB=HwA3#S}*8bfxlgvc|
z^`;Uqw*_lr_v_aQ6W-<5)$6%7e8tY=q=Ul?)$}rCMHNrFsVmfh=6+NASR7XWB^Dzd
zWu%PInUlMO2?gjRJ>%m{xU@4FU7iD2nc&$b0iw*7u%#C|5l@mk&&zp(ZuQY5ff`{c
zIb10T3?8QDuh1DCdf{mHyql60!p$O2al82lOn^P8kw(KS5l%CHD#JVJ?{d2jVUb|k
zW*kcA$m!IbIEL8z=Js^_2cUya{40>l$eeE%Bhz{C8Wx2CGAGDRxXu5jbN(1MBV6GY
z=vw{3#H-&kehn=qqGb(0{tcYw*>#&>z1&j+M(FrMH0o68d0WZ($y?5&wb-qjcIcpM
zt^@0J=IF%Q2LomE9(u$3qKF%{ChR7Z3eZ<6^;gL)m#B2gFC=0>sE&ockXaD_U}e}a
z3KR30@vPMda<c3eyD9AU%ubL$QGG?E2Ka1B_Wu!^p89VGcV86n4{o-)Xd4v?aG|4W
z09CmU0zjh0J`-0ZeYsSYU&;E|SdW1OMxV|L0XHg-49@C51E9QnOe>8oWFgWPjzB9T
z61nAU9xEKv%--X8*$qGAvj{9q2kCwbP*;wezyRoJ323Ax31i~Uk;7>N02ZOy0vm;Z
zUaQ7?>m|1k=6f&|m@Mh<-y;Xykk2ae!|?~ac7Y)#UNCn>!l8h96Hl=0jZ8{t4#xn#
z*qi{pzuq?BZrR4u7*q1{RLq4*ti%flklDK!M|KOp)&JpiMsPz)>3np49lKMQ>H5TI
zed5%KfeFLh35jSIQWhWqb?(*?>s%lCJ%#e|f@09<_)PAgt%s<SZ}m;r3=A+rffThF
zX#I1-4Z%A~4J?aKeg1W6Di!oZnJjl^t!>W0m@N6{o84CM9WUv@B6@|%(cbruJPJb2
zw>&a#8=9XiQ#Uk5y@jtBkee>Tt8}1Bk6t$gHA#`bV$Fs~#pSRLe!27wJB@bc8tKkH
zV!5oASB(<Ck0NTGk$Oyj*@!0IC`%k2YfbwICzyD_<?w6jrpEert*~?DCZ{|0a03w=
zLn=FSLq4u3wuoOnu+n=}ts69l=c(ug2EH+&2vxwv?XS(LA;x?Ii2XfUFkBJYK+QQ3
zqO0x4E(UlD!-}bnU(oo*I~|#AQG6PQ>)xRL(%7RjxeHBy-~Kt@A{N&zKF@dOY;?rc
z-ztf?jy)S;=zdo>cD<%~S|1rYo4j-fmU{9(0cRvBSE|1_{a~`|ChxvR$K|6=6L5tq
zX8f=FIz<;Ql+>VX0~kw}tPM^N#{IVC|H5ziWlI7!axlWI_af=k>0-_j@6Ttjp~{Yi
z+T^9Z=8D}`Cnltw@5pdy3sB7^vozL-<+t%`+}Ac6xZ#d#M~Cvt-c5Qzqh(7~0iO3W
zVcPM&&V4{w%GE=A{WRA!+_p;i6xW10{#;_&Li5+736|&{Ru-K&!FPuqfkra+3yZ7)
z(l|=I{z(}AjFAqUUUecYr?l_k6(`N7vy0z*-$1i;wRLX{hdU^Q8W1`{r!aK5EpRpm
z2o^t0nwXHP_R-CaZA+imWBt}5`54M1Z)J^70Pizz7yR#**Wl8X?mH8pZ?;B_bKNrF
ziu;ey^73G1f~Cz9Ka68WGt5{G@FjrlKk!L3J$Ww~Jzgn7&4>NayK9H+2{vv$Y<!jM
zzU@KJ%&v{PLaolzCq%5(dm?o3jt+Wx7pUTXOr|nzo|U~&PShE@MAO6m;>D$h$hi(c
z5oE8rFMW(B#{x06bg;FE6bk{e`K-<A+?eTr1FhJ^ZHB&cG{o-0eZ2mGTC)i1M9w2K
zz!C@FnoS3C$}4ss+OI95jx1*ENX<5%ffS`iT)AgOlRXo<>rUv((Xkv|<52m3h`hR5
zJdEC8!eg{_Cxw~7CTG6T*91A`ckkk|<uRd&;fD^>l~F6POSbHz;#{;cEH()Tu4wK+
z^Oxc@T@dcl?cI1&_eLLl$P>`cD^oD#JOyRu@f36Aij1dpH0xK%rrI;@uyuZm_+=h`
zS<CQwq@vU^96EHedp|}!T^zV4rJnuSFhm(81{d2HDgCKtX*v&9y!&ygR_=elO74+M
znXUj}=uL}fj9oI72DE5^VhGiNC4*pr5GYDgrC`R<aMxBBSSplR2WEl5u(M_z*JOHu
zI?X;LBw7!-)jXlQh8DAQ+!97@EIrj;M`RjAa*-fd=80v6F{gTq4}eahu$))lTXE2?
zSmx;_wGzGoqyHT~O7A%I#1|;d%sYbNT7xXpiC65k2my{D&xibHgTDdw{#yQ$TblZd
zYMm@cE6TF{!b6&h=B-A=GF`rsE&n5=ihxoloAqCxtE{YUc&(~xTA(2aOb&r1Z0yvC
z1?i|;qKVE=4@<jbeoGN*hD3I<%jFxxCg*3&D|hh;`8Se#%~fV2H(iC;6yZ-u4&mE6
zvk&e5&-LcJ3Vi)^#)24EGa=O#z6r?o=8Q5U5rZj~-0Os6HvJw|Yw&Qo&PzNz16Cja
zlK6)OGO8`q?jUCDI*u%`w<C<alm6Mr8G3sNtx(ZpJzx`~OdkF7GM`<o3LVQiHh};=
zmnzsIT3DXv!IWugkJpgyvLKAs`do`}@p4~~m0{DGS-K(V#9#$;O7c6hH>qiBo{T8H
zzZhQ*$njPWL=ow@W%e(r){0F&v&RTWfhhRYo#D!!8wcL#YsoCo#;eNmQZiX~Z9hKb
z5!gRN3j~b^%MKfO0xG~W>NGuu^lSBCh4L}S{#;rSE3f|3fWFb`zmk`B{fb53t)MTf
zgU?NcD+(u;ef4#{Z%-s{wczjz-+Kk8M`{mNt|G95E-K0fRx0A%w{)_=GRuS_Sc|3;
zfW-bvUNP&L^aT^qau{%&)k7G-Ciww!l-vapts6L9DZ(k9I(;pI35ZFOw?FECausZd
zNYQ&dPFPdh8W9<^uT~bvvVLc(K%f4bY#s!d3n(CeZ{&&{TnUyqsiAHAODb1)Vz`EJ
z>*1N`Smrt3H3cKx`yf51>CQm`)HN6*nwUUcfzcSb-#fD6S{=CPILhwIF6s&p9rT>s
zmoYlIThCHBThCj_8i1Wdkg*yV!K+ck6(bH)(#!80-#@iyj7fJ={pDhZxCh_{q$v10
z41MncduVg9xBA%iE(Pzs1b@m3Mw^?dl3OgpY=HDH#*xQCutH0JYRo>Gd9_mi0svhf
zPd}jU0!skP=io-5B~ld<Zab`<J0Lw9Jl)mR<9}jg51+ja;d2GlYt(WmomZ;{R5<56
zV)#X}a}L$fEtl+LBO4<zax<pJW*dbflt#!s<+J*FBOW`7;uiT7G(Cld=OI((;Msh7
zY4z99maA0pxHO>knNhp@v#73YdeOzpqT-QslcUoKxBUW~Yy0Z|D?XXovyFK?%m!jU
z@V$ab#7H=iEHI5BLR4I`Ff%SUrk9YYnO*_L3U4D@5!m$c$T!m{r>jSi)jl{fZ_uR&
zd(6S-(C9v5uFLY7rN&<+))KGTsx>+bG<@WHR1i5N2j@ADRG)W?&b(?M%j)O(cj*iP
z*}j$3p65cvQ$<M~BXp@&d6WP?-nU-(l)(1lUziPHhy)@)<&^>JC&`BFF!pTopN=qP
z4$_!?nD|?C5ca4ARca&Ap?+th4tT=H`|GWct$r3AR+%ll>=D!4iMJ1-dzTDac_~8l
z{L^qgw2dwMChTT8I7d{-A{s6tDj!t2*dzZgaIX>tr>|8{Abf!aja<N8JV7HNdz=}G
zCGVxDY~!p<vKx)iHN3BYfp08oL-}DN{pTK`QLsTs^*@oC+&@UEe`7rSrW+JSR#NOf
zRVC^rP0Z5gS0o&buV9Z}a87vInkXLs27M7E&A>-E5Kse(+t60&u=-Svfsl?A>{(Xd
zz&)WnN(`yUm;#_QP@_p}>UZvp^th*z8gU0GN?)OH1g#TV*Xy}Eh(*k50kAP&`}u@K
ztv3^h{{(}ow{buwo{Q1B(BYXH+qL{BX>%5sB;3cq36o}Ak{z9wRn()XmZrNsMiiQW
zCmfLHY6GkUs28Y9pk!eVk3I}67!?fpO5CR@%}(~5`G#!aY+F^>e9;*%V9VuJ6zb&`
z_|h1iu0l;hbWf7$B9(gRJ~!3q+EhsZP_u|Q3g}?yxYdoX$|jd{g<-t}-5ZjyOXxQg
z#@b&%`84Y5B$L+(Vq6MCq_y}NG^iU35wrtS<q<B2H!eh;VXJ^~`WzvAMz<w%?^UZ~
z{~ahMJ7A*jJW4|>BMB12&P|G&JxI5m@I1lKx9KLZ&_={v|9bv|9sV$)UAdn8ZZ1-P
zxDs)A$@TaEE8^CN@sTmF{a#|1mg*$E{Y}R@$~`3eltBpda<y|gXbPY#YGHTT###N)
zv$$dE``^3*=pojEX5J#KQByUHq91Fy7)J;30VN1UQ$B;wi?{nFX5`AkRAPUc(sVE1
zX}MPnovy3=!Edl{1-a{9n)!z4#IV#%qO!nlHJ}m#KpvQwKr?d?NJ$WPQc7LYJQAUA
z%PQ^OfF4g84x1Rxl<pM<PqX87@KV#6YLca&)}3H4kHD9qAQPZ_lWMR2yM+Z<82CBp
z##_*=36WhM7q%Y`*(8d;CM(n<N+%-RgpUcc%9ajQ+><K?rGCn7b8-u}LRB!GN*dG+
zW{?078z}6?O6Eh~u(#*C;=mpq_XuBQ4-u1YIpogW@ky}XnZj1D0g53FihyHu(m$J-
z`?S!`4)+fFhonX;Dya{iChqkKHXt45YWyt-OI_cW)X-Kcj+=fwAhQ-tHBJJg<z5eY
zxxST^YH#U2_tDMMou?nyqSeBXRxNwf>H!aeGEREB&pYO)G0>gxnzw;rI^0`>bm<l|
z(xy3IC`B{rHN4gPiIN{6!yF93TTv_%>@kU>ROi6J7&d5HZ-G293+sWZA02hqFXm(K
z1NXJCqZ1gXUGH5REel=V%!6_L6F(1(B<R^?kMO-LvVLv{Tj64<sWK3};UZ<6)XFfA
zt_LfeiU7=2Cs4qomJjMg7y{3XloqkKFQ90SbO@GTNGSI(e%XuszR>+%b`Qqb^!biG
zp09S6o5*$W94OE4JfYn&5C>&kl2oh>P=kX<fYcNy6oB~-ejJUOc}8|>(|j)OM}|&o
z?`%P7a!O+vgTT+aOY6?Sf^0oW%E@k$$^pm&0mg@@YytK2KQ<2ant7DsTQwdWL9?A4
z{$$B3rus2ubiYRm3;Ji-XmG)pf$%wJDKV96$}p%Y8vQS)okUpf;J-0&wgzVQREQo5
zR+2_jFA@*qmOi2Eqmfmgt1F(E3NjV85#ccOxCLMHt2FJEo8xCNsa<Ep=$agyZa_-3
zthhTe0LM4j@{M#+&>19+^pHSxfNE+xME)@Kp}(o`Mm1w1OC5EBBbzI0@+on!QV0F_
z1s(U4?h^0h2OhaM6)kdV{6r)y_abJX1V}`B<(la7at<5rM|b*fmBxXEcqxnn2u$L>
zO6seb(<gt!ywRn8U4WH+zI&3?l6Th_+**2>1Jp!#SqN~o8>O89$tb!s!<j@Wq;D|h
z2&Y`b(3mU-3-y3&FWc04wd$UmI=b^&2VOJ~D~pyPCkGL_)wnq%w$-@3W*d=jG@&ro
z4f^+8|88lMZg#e%j<4<$yUs`WbO#&;oaH4#x;ub0!`CG)i3y>h2&tgrQ*t1nvBjlE
ze(jKpYPX98QBl><jCEse*ovw8|2X^Zw<gc`ZQI&ftB8V|kt)jxD##4U$6}30F)l<v
zND&nQG0Knx5}vvkDnvj)L5RwT$cSu#K#DAp5h3gqb_gpAGD!0Dz4`tL?@w}Y91?h*
z`@Y6`o!5DifMa(RxNHk)#%|gk?F1i1Q>X5FVH+jN-+vxYbHHnyN;Q0lmE++d1P817
zk+IV9Qe}F$ZNhy{g`W&baQwOC0@mie+j~4wABwl0z`l|m7=Iflrc#uiKI37zWScYO
z725=U7<06Wx){z^JyvlQ%d_7zyhbfk&4Q^W%Mwxy<;izmIRN`ooQA>{f3J9SE|Lq<
zDhLV#cyRF!YX5a8L{NGo@+zlyz@}d2Gn)C-5?u(yi=v`IwQdT+QX91i46`P{13vg_
zh4P^t0qjk#A=clzKae<`tF3AHE?CNqod&Hy1<X;I#y(KFdbh&|DjtG|ShKI{A$BQ*
z(LW7+j{XVs|1--x&#^_st9w6V^T&bL$n{X#6VlN!lWhd&I%)3!K8=vH*~QT)O&>!3
z$}66PR(N0n+nd(Rr)EqoZ#Vfhhdy`t{`yhY#!QV9sx(D;g~FK++DZTeLj0Zpn|<FW
zyI4#>SskVR=9|#>ucYVxWmb`TNplgVzfg0PGAn93=xbzrfNmJs4r@i8aR7@HP}qzF
z)Lqk-3z^gfE%UvGAQorGQl$;|FXwoT2Am1HQ~;_j)0t<~Xx-n6UGyu3YxfsJz~)8^
zq}g>U)A$MvF8WW}YfnK(DHAO+cAUWfHi!dP0|n3mO|_YHOoEXxdkI#TbI;EY{g!T=
z<f-Kb;?#paAvv_}e;r6C;?Hze7ORM-_bJ5^F!egGQ-C@k@L)@v`5uDd5{In`KJJj4
z4yKO2o&X~HDMlp~gXz%_5sa_LO~No}e!t>%?sccJGRNMSeY`LYm#-=U{q&{$h)XRh
zv1X)OXAh9jqe^cnENI|Sd7}AGzpX39s9Puct8U-21CP_q-Tq_kHNl8ANvz5y3s-H)
zs^l<snexZ|o8mL+AnCdP#f*^bc8)CJA@Ai}sUs3URCg~XW)7<qCyB#jm3{xM(Qj5T
zE0n==p2=47P5Z<CvMXPH*Orx@nY5c0UE&`gYM(e?!7<y63@}PxOjXtgL4fVY=6+Zy
ztUlCPpb5xCm;u~xKu6m{e4;Cu5)B{iqA#iT<kN2yrcZBBL-DaGJEijUGkP^F(?#Nl
zo04jPxNMeAbY<dNl$0`ml$CNv=lkN0pkab5@BY`ao@thSmBYR*;V0K0u$z>VA8<Zh
z%N@u_cOknzT>#i?m~mV#FH}PPCFi|wSxRiOWvj(~(@Y^+QNY-3(t5Wt;MtVLftVlv
z`EAYrFVHe^L$Kq)V(<^SLo$m$Qk~oR<@Pk7p1LeHzxj{OxZ^s7ZyT!lXn9Xwros_S
zvR7fjarJ$?;Z6H~swX+WcOxu*S<WhVw5U)1RFnMCwUQWhvtO!Dk#&IE$up8_M4yj5
zFQ!_`OdCfI^q`BBM}5W@&S*ukZ?rubI^tf<Y*#3whe30lCqjjAq;pAEc4EO=(L?Pi
zGIXLBX$oqD^=BUx_`1@c9V)<IbgGGyTy2bs<pCdO>XhoMIaKI=4sy!gZ0j|~uN&4H
ztBFKVB|Z$74_~CN1zE}f8zyTCM07O~1Ztdc#&49l;7uRWXoGqfmE!$vNPY{@NR|_=
zNpV`p+{W-V9mrh;JYAc@&c7Xv&O3YvcH7x|-7usyp*eMxARSA+HyMXeEYD0OR@_h#
zUlqUo?kS`^U>yIsCNZ1mY_0o_AaL_B9jbmdfLgLI1B3pI8Yx(I0&F6OhQDiy!3vY!
zfX?OU3>+c(5}On<KG@<Arlx*YaXs|LXYs;q>3qWVcofS@`ME<}XilOoFj7Z9{kI0x
zfK+*8i6!e-9#wO^8(=he^_DTGZWMdcHoL;#+O`t8-|UD!$VGd@RfwCwA4su{>qSLz
zdKv<C8fmmyjv$F-){8u!d21ohmeud!;1IpVm_1+om8XA)I?HYWJf501pm|<F9%C+l
z4%A*3tF#x;&j3*rZK~R0aLj!l#@sVCbN<&N{EAPA?oxz5uxuskj8yuLdHz(j;c<?$
z*JlC#xe_ta>@m>mSp6O8m^JwBY3B()--vGWJ)#K=Vfu-BQY!Ef2W{J#IY3(SI&@Pb
zONZ40sQ=;ATe18GmN(J1MU}l_!Q4vM3M@_**^5>GtvLq19L2l8@SeB&Wp`Gn{}g`+
z9FG6iq`EJX*9$W0!VQ5>LcQ9LzakgV=Q`g;h!)qzsu#1W;cviP4+K7r9Q`>l@iGa$
z?V9iCf$%vOWfi8nr*)Fy_<jyntEuWh2EPZ|q#5&&t@7&~6vz)<Sm5sH4GMTpzuT9)
zN!&h9Qzi2#6(pz0Y8&GwI|03JH#kwx873ilGdrTkY^}KqIKL{a9xDhMl81o-5tO6=
zCgVlfnO*l$&@;<tCT)82py=#mRw|5}dV51gG(Ue%u1D!H$_1>)V~X2H9y4Nx`5EAH
zL1t1&)Tjmo=50_|Y8YR{uB{)ZwDUT>59Xj^ylLcwv0sYSrr%0fA6#UiFjrxJ+|pc6
z8ShxlmIl@qd(F$)ld##h*nI~sXpZ$phVLJoK@Uojc{?JPpTO+@)<nlp2Z3+~O18!D
zK?fpSmC8}o7krdC{MByxG|~KIXmSLXDNKLxOL0h!%bd6>bAX>joe6QX7<B!YYOU{s
z7yt`r3MsZ`=H<10$A5ZnnyX8V<C(nolXMW`vAboBtSbTrFBlLrvoLFqxbj2#!I=H`
z1g|QvMxj~}f9OiN@vU6{5Xl?xHg)wr2{2ETR(Ufa=AjMUrTGaex-{@As-8$Af@Lh$
zUND^~Qyd)1*wv;(JnOP7$F0mwSM3T{m$5^#+*CPB`I;95L-$!~EXh{X$qr?#0=Pd(
zRotP1r%QA|!|G}3yhgAcyH&2j!+Lbtlk7hc5ld6%u33>0{`Ae9xg+`k<an!m_dNt@
zHkcFw8C_2gBh7P!r}iduSEyDmFI_p%ZnDy`BHdnB*Mr(w{JB?O7|TdOvrL<9TLUx0
zI8bvn$WY3Q>+B~E6u91(%Sly;VB9Rs8irm^!t1*jkoVicYRZ>6s_Ye768Typ(~}#H
z%uoeuMZbe81vM3(|ETWTk&;9jK7Nt(6vrTCPgjp4b`H%9&?MY{rpwA7ewpPhj#fOx
zln~DAB1{x~W~&?=uNy(0xZ_T$AU&P4jJvU!J^@PhEX68<-{jgyxgf-U8T9vZNwa7R
zz8C0YG=L&NeP9CxXr;s<sgh3SUth*5KzWj*WToDG9buutYueFL_9l*OGT0)tIc#yg
z<>Rg1fjiaShH*u6j#aVK{PvQE{)({}cIaN>3s8zlG#DGD245y_gwn;L`ChMOkDuED
zcgsSMqzY=LvkP=!>G-%T8vQVF$xINOUOw*7N0N4x4ib$BTVU=h>5(c%n6fP{gEj=z
z#;=g{k9{571Oy?=hg9l@--Js0sJo9VoHKEl=_+l*-0{KuGhxs2z3X-xfbO07b5`jv
zB^eZ<%pd>*kaa7aHeH<Y6*yX(4N?H_FkyEJ5~U$bQ!yn!k7T_aa)%0-RgkgHQB74~
zvj`8RNp52ld{7L<R`^|-LTxWo8=VFF?O<?w9M`Wn<!ExQJA4;G#Hxq&JK60O?BIho
z4xjIEfSbulIpY7cmKC-{LH&rQ>$+y?3!v!IpsUqMdsusDIgGmW+Kh9|EPX8|jr|p>
zVBTcKR~DAi)#twUs{J&0oT5wcI+5<6bA~sjIGCxfc&&e0no&sxvQIiBX|XLEg?O62
z7AjfQ)Lb0JqI^(o=tW@SECnrfP}mXMpXx&I#8S5+El4X3?a}!0XBMS!Pf3am_Lv00
z8IZ@W_D4XV03^A@j$MJ;maklN<wBExcO#yVHjHn;ZYF?m=^->&c+B%Qtdcm)eE>*E
zF$wxi>|EPlErH5FTC5z;BN}VB7J3T28_OkSAw5TB_!ErMlcJ#4s9t0bPt^n@oJ|z0
zQA|HP99*~c6U@_yEJ<XUcGYZ_)%5ht)u&vK4qn4Z(Q&p<T$sPvQSdGj5c9r935fd=
zz+wrAij>J74GHBnbytHn`p`FX%CbOS(3I*k0z5BPvZ*<Q;<3fTkFvAPx<MuJeka4q
z`*=()P^k)+fj18~5IA$;j@UCe1q5<j=#b67>~{`MDtAzhEN@VMgi`N@wT66g>yZcV
zQ#Y5ycrL5Y_Z!M5PXg{J5C^syIIBQEY7K&aTRtMIB)*@{T!O0x3zw~K>pD8)<}h<Z
z;ws!0!Zo6CYw!J@-uq{H#Gj=rhua>}zVfWmtPQ{gbNNxmsmRK7rs-1FYxbK8He55o
zkOh9c(mbKQk#w&6PEE6bRj0uUNNLS6O3oQ3YSt<!{Kja|OInj+MSBfZ6xZ(;BR<IQ
z7`E}cDF>k5s!1=Bvv5<6FqmQWVZ;}6@)@=wW$p~+%n_|r!ZZm@waMV~bY&AN4)C1R
zII}WKG`m4xmQz`u3(&1T6We?@{0Sqb%CDrK&%KqBmQKlmzPOCHVa|2L@4H!|ICSm`
zK8Va$V`qkaLvE>QdUzTpM=OK5*F?9PR*Nfg_KEQVFY0(W-I*o}v*_GV_+3W*x2HVa
zOnBqHZ)Fn2kSfu-;&0{>-n{Vz<lR?WV+Pc56gy7B+$5e7@3DP9qEL{x|7?OiOr8u}
z;XKkOYmBTFQldx3!_p|zzBptoA7m%QicY`<`q!`{bu4w~6m(DII{#7Wr_bdHum+i^
zj7}S|S_J-^ijl;;1MaD#UGE}&%a`eKph@npbOL(SCxTV)qrHF0jD<;@>qH%0GcpA<
zTgR*r<ohSCDw#UgB}dgdfL+y4-zQmGjvMi=Z)J$&<sE*}V#h?RKXs`S9fuwT^_}3i
z#;i^Ll(%2*x%*W0;F5V7)Tr<SzVsc*8MpYJ68f@5Nch#&mE@rZ7NGeOpk+UA74#g`
zX-M=faQzMF0w)vRAW<8IPu*0N*o`=*vYe=&vfeNbhNX_nY^-MBzYSAXPsorQAwDPz
zt6!l<7#A3IW?*7CH>RF&UL#(C_VBIkftRWr0+1X}0Kbuh161eEVW00_#a4)8ZO#i?
z=<Y_rX&@pB!Od4GKR1I)5tT&K{C121(UmX7XiZt&1)+bv4|#IXM}U$A^>J2n0TU!i
zo%`pc>g$m0g~Z4HKg)?gS^*`--tLip$JC7XT(1Nb4L2hLzy$sKa<tNQtSM^I7oeWV
z?xY^wT|M*p{I~2p<J<i6hW4m71Yd(OkUocY&zyKY77v%p?;G2_ow?hhEx6UQ{%&-k
ze(Zp)u;*;nmmq_v+%}UryH?l;;K#B67KU9iXXE#*KTgAPPb}K_S9c>wwhj=U|D7v%
zZcJcYoPTEzIzlQT-Dpykl~Hn9*T+b%F=8gx#masTJ@z4-Y}wu9bm1-2c;x<k=*^e^
zt=Ych0JN(7j<=^ri%#U|2Qnbp3ifKk>*be1(uv2J8Gk~&8rT~_2cSr(bl_01f~x>G
zHM>du1sHzT0IG!||I^${p|B!9w4)>$uo;7N*9h_{(I$%~r7@I@e)NkZiqx13czmGI
z)Dyw0;j=F*ivI2X-Nm2gE;5+;N>;{}4%BH0i7H~j#NMQw0L0siFZay^zy}0LspEs|
z^~f(~UqDTzN+^67>}XIV2X8pP5Z`-!{T{esxRiNPfuPx9MQu1%W!J7S=|}g3gFxFx
zl@5m{<b~hB{&dLE37W%R95ll|vbKoRh7S<wd^ESyDl=9KTHz`o?xM5)9O9j)rSHoe
zBa>ccPR>WA!FR)Fus(aJ&jVVU9+Z$t<!3PA2Sx8=Jg<Frjn9-r9-uix`WyBl4;I)@
zRk{%#oh4HcD_^f;7ojo=93DFNlE`|V;p(!@SrsIg+CF5BFTNB)^}T19#h+pH9wcbe
z|FH%)K{gd|skU!r;Htw}8wmG+B}*8O8Oic9phO-vz70@%C}fHsgXX0`^ZY-pw_6^4
z<F;>MbyqF94~P>9`*>xhj(edNOAUL(jnD%hPs@?Uy9;h;tvZxF=$kbod)1HpR2`3<
z=f#iAse+%Z*zZ0I>TL|Hy4RC@baATG_qwPXa$S+yZb2FIJe*&_h#n+sLInIK(O3B!
zyk>ImA@6od|L<l%8iaBe;q5}z$F*ghqw>x#7Gf0G?J>B2KFe!TJhF%W9Ejd97|+tz
zbpPGS@T4(-{6Y1+$&G1<Wf6kGs($iTZhG!$lNdj)O1nf|&Op7Q@1gw?PQCo*-lgQ_
zt}R=TEMqe{90JgmL}-gyg-?@|(>p}sOti?3Gk0Ajs@HJNJ~@=`2!{34RrBu!Gw_-%
z=%*gv4iBzRw8~P%Kv_eSy3l;dqmT9<cpiUsTJOEuXAe}qu`4{~CMxHBi4_Zdu+3*m
zB<)?MCoG2jTwYJvM07^nd32%d^CNzf!J7m*w7`!Hg(j98Kg}ybuR1=cZvuGqAXBbk
zd&l3Q{)q2xr{$RG=&WXM8+piGd9rnC#=PRtEovYn<g2*J%*ivnjEE_u_MjE*>1ABc
z$f>JroNuK?<l@_|_-RXvi~)D%3N!7$HFv2)Sf&zc<huvF3!L0`dStqhAs)O+xHC((
z_QRv5EQSY})alzG@<`s}6`<lMn11H`E!6vQ>F4Fod5g;~V<P3tunoU*CIR(G0}o18
z5c%vuu_o_}%vo8dK3cKE6c~}&K60$Ee-GgC5raTGJ092aLSk%rZMr#itfm4Ho#!3&
zT}PaM1tT@y16!3rtRMyKEu8Onf00H>WgRP}#7r=i7Sy;EZ}&*<iU0k)X6u@BKm33G
zv#x2ShCYhjO`z24?(HSHdwJ9Puht}NdYVG-3m=yFD3ep55u-Hlrykvcnr2BjlOo}T
zH)`ZKZU}0PEHKZbpCuS{VFy9Gu^Xk8$P~xPFyl_0Xp3g4IWc~(4G=wHtC}XWqF;q+
zqAv&!ccFHF;=CKN%V>gVg!CQ#g~lDfhd`!KJ6N5<O~Mu&k73O6)0=l~@4@QI<J}(P
zi*t37-lMari`iA;%mnUh6m(dsOjUjbQX86zXq>I1Vtv|q(|Od-q+=0okc_5du2(zN
z1ce|tLI1aVZw<n(?S&jdOq|juVgvq%rtATh>Fn;B+#l_<rN`{WnY<v_Ln=p|)-7$B
zAc8va=ArDB#f*YE)K0<lbG_ov5w*(>E!FlGb$=(=G*XR(Ul*mPqnRq^Xdhglw{7`4
zrr5?z@N;+eBUPNAaGe`Lm%CtUFyM++15<^<j^7=HfB+%i0=iObF|$O+pGp7M_Ej7D
z6d;5L+lDn<z_pC=b$qb8X@U4`d4SvLsE4=On=s<?Ce#ve!xfuD;nnJY(<&^i>&6Zv
z{^}0mZ<|dwsOTw;Iy9X!@ZXv%1U<JPj#lOWqM~=>fzbyO<}|yViZrYZ9HndfJaUyi
z8@K%*A=fD)Z15ErzSRa!)j?|qbygt~@8n77--8s*UB&#*0r}QXd*D(V^urOY&j=0W
z`n9eRrTK<Y2`uPv6JOU7)q?z0bUKP^!-$6ACV1+Q?fUA!2q}5{O+r@sW>L2Gf&)!W
zFe38&_v2d%lElloc=h6p=5@)UU7Z%c(&0Q%RG^bR7%pQsj<yTIBF5v$MQAV`Viibj
z_5Nk{UzGj1Sfg&|<ujV=*48^<(AJep)T*2hiMLM(wVz@FYEiy9>fnL=^qYSR31=vC
zI7CZJS?U!*3|bOX);(RxEE6uJBP@34UcG-g>3p;4?HCj>{d$O4`!?`!ky1gx5<h1}
zaUX`F=dgxkbC-m%PfMyd%L=8kztcrVYp6NijSu1}v7V5M>TTOQ*fCn_pfDmRC&^Ts
zRT+OI5C*MRBraXGdhKB54E4Ycg`+oJY&Raq-r{hlrb8)pSeaevVJ!zip2(+i<lPuq
za=FufV*vD?x$?Rby@LORCDUDke;d?1{pC$NEXE4J3NHGh5G^ryY+c7p-q7cU(P@8Y
zlX)wO%864(X~KO*0)rcWytou6Vm08NS-_iQxG~&MGRNcgNNo0>n_k}||IMC<3~gg2
zAmTDbL}&<v!+RYEdA`^bZ`zA<5r&t6MNIQ|Sv-$fqDN3V`G2s<>gx2x`NbInGhX0g
z_XZ5Klsvdj)m~Y0X*B$q>dBu?c$Sh?P{P+Dgi32iw!U(eB{W!zFgJ3B2Ij1DYqR^m
z&LpT3VFj4IAR#hBq3C3sN!;T|O*&*z60@RfC-e|1{XgCc!3mynY6`Okv640;?}5(6
zbwR{}1Q0=(eW@szHL6He2wu$?sGzv{>oVqtZ$Nv?gPU0Qo}7K~8R9qD;puL3sAYrt
z;lrr^*07A4Mb4LKtp((1G|EY^0J+ii<|*6jegQ;Ie4R90o9&;^aeVYgSvpu_5$!3d
zJUNokY{(j=w1&VcVrSW&e(H+@1=)K_Rkv^g?n5)O@%VphoCFQ!|Bx`_QR9JunXLDi
zTOtymf@t75KfyvE!wjJJx5QarO=-^Hv=4S}^Ak{y>(y#Df@KK4|HAFy7|jdpW$e<2
zpjU>m8wS@w)UTrHpb@G7ov?VZX{wKO-DLmZq>|B6J0Uj!E{hMogCPT6mOgHK5Z>aZ
zu-(MlVlt^fP|aSTn+wftfV_wWKZj=5-}TqvuGn`M(3ca9-Q?xmzA@z=DfEZIEv!uh
zXu-mqw^7~OGbH=JHJJlo(=(8i3L>BdKy=A-3qBL7L{Ox}$=7WWWV<Ij%$aO!ffns0
zxK_oRLD{s8p8~zXZ#N?9jz9lAAOCwvv7=Oq6E}<?<bTJ}R$>$=pjp6V$rdd?UIcs>
zD5PS=B(m>nm5#d4Kgq|I;$djI{3a24nzyvz?AH7Hqf<S~qgs{jE(0h0CD<Y2uK+&<
zPsm04rOZLgvQCwOn{|&<+;MUEA&Oe`rUI8qy^qP3IXkg$#1jBYvAGQt9>c8xMnfmT
zYzvYpdiyPc!tT9u>Xb6ia^I2;GD-y!`UgU;OBFjfW)m^Jhg&y@>J1KAw`jq*6<rKb
ze*p_I0LnwqjWo}4C#@F#JXOqGevf)CEN^5zs@ciL>kA4}lGDx7w}$!Io9$ZAMJHT4
zt6+zNJ#1+M@zRG8Z&uI8@ZdfiEwU7^E{p9%TeD85l1A+0K=B8u4(5rXku%GMSMYZS
z)h;QH?I`Wa%cy*K`c9DILr7*EEHuK<Ur8c6w6_1c6!yPkOSwQHH?j$o&w~kdKq7<_
znNN!l5sj~xL@pFV>!?!A>snG!1%LxO?@W964qP6(X-liGh(7lf6r1zVqs=Gs0ayBm
z35SC^fAsVlKP4A+&h|J`m{M__^mo+&@YZPZC=oR4I{n6IokJQ@i?I=TX88e4m&!X$
z_FSp}pk{kku;+)9um@`d15_*uIV#GcbE~*=IUX*v8M4~b8USf5V>O2cn`u1PjhF8c
zA{$=#?(8M0_`WG&^Y$EW(1^rFVhw#-E`XjA{kH<C6<}C!<7ljLRu%vcPw87g+owhB
zuY%mh#ppm}bcmv)Up$YUkb`x&gTgmh$+eJ7@Mg=I7nh7K?1X~%Hk3a{-WyHLM=ktb
z41#^JTX7|uqxfZ-h-`}z^JCQ~2zs%OsjI$}lDWBKhj?S#asbsquDi)IDbE?S9*ovp
zOOnOJL6yz9UgXh<TS)t#i#$LKnm6UxR#ox)#Z}oV1&mqsJJK#VP|<zs+9fw-Rp{>X
z-)Qr6Rk(MB@?x*@@HqD2<;vKK92XZ^!IU8o%j4KCNiJHSeW9mR=$=LZtHou7xf><2
zyDJOm6|n-fYqDGm&^;}!vJc8bGJkrXkJL3dx0%+OI+orEL&NaY9yxHU+Y52FNk3aQ
zXUGe#49FcJZyc_w6e!ltP79KsTxhWqe8d^1dWX*N^`-HrQnx6<<ebWdMzNA%K&h;K
z-FP0ZR?i&$dbxfY)tSsw7A=OpF%QMmBR0x#=LM1v15ktCK`l4UOurs6@4M`wZ4||u
z`&U#Al%Bu<f3M>(n$n7W_QuI>#mFSzd4CFSHF`!7>KZPibi2Gd8BRZQBTJ(UA#1j4
zS-g50!b=`NZf0^YLGrmIf)`)VuQb}goD(4V_35V6`V^ML`N8Px;~TodXx#-1p!ITa
zS0I;S0An4%Z;!w&%jg&VR_4EPN^~BsS*rSlB9PXG+9tn9N0e10$QJo*Rtg3Ngx;m<
z^8NY9qNE=JdvMelP9VZfh96Tjh?jD&1m&Mc1*LZ&OA=H|SSGNy>A+~V2YMYlV->UR
zzyS^fnOEsz#t!-ih#N1Qn6}$g0WwFC4Rb^vU%f@il&z)8RQIiWP$7H2Txgm5+^Y&h
z^)7~ivQDQ?60NJIi|3puvK#@<up9+n8NetR+9lmO9PZB4Yk>9bCS_mjb$|7YpKUWt
zu|%}WrImQl9)nqgHXWySfy=#$aoBRfH9Q?-KZ^cwz_+Y$E@d2F40@eYCGdLmV0<C{
zsqJ5p`(h1|ovUSgf&zg7tt?cO2ZLcd68Q>Pp>As|RHHim5v!?Y>|)Xi$~|4eCbna7
z!qx8+B7eYjrKFyQr&p!O57O1#24+Y##P|c}fpXJ`xB3`!`&{}?Rm1b>z^p2M*ajxJ
z%(o}u-$u%Gxsgft)_%f*X5I}5J$PC)3_Fd-9Y&h^t2GJiZ71XPA%Pmz*7Fcz|2+2D
zL<<-M<K+9NL!`+A`Krd;kHae3IVb_dn#*xC=@#^ZgGDjNHK&Axl#138C|S9wsfJ|z
z{dQ3PUe0;QVEI`ei3^PU9?3Kqye{+~UqyYMV{O}j3{2=B*4B6oM<<~D-O|=VLIo>n
z12&EeZ7$JrbUw-G{<~k5L(^lvqONZ0WG41T=C{2Q%SU#opVb9AtFhRzn#6aq$hwrq
zm^@dzz)24qfPI(un;`&(c?$56llEMl02~$YySt@vmA~t5QDCU5L`56;hER+af}n|4
zm467RSlaS$I~@d=wOyYCjgeVq)c!KMf3<n|_$r%0657x>-9bBabToXYcp0ZXw`0I`
z(3Y$GD_G5f1sU(+gx7Q6y3BZIQk=krl<4}D)59&XCfSJ!kmUk#GgFGXhE>$d!5LOS
zf#AFs*q>CmF8MZ6EB{;bdoecZYZ-J0Qb#K#BIQa%#n1b?X~r(-uj2pKL{-{Kvc@SJ
zYJF}|2a?O!bwyS+j!`o+d=XS`5ZsYRVr`x(d_!awq~Bo4E)@a4!+MBEU0x7DGeJo2
zqp72_uWk_0bN{XR5y^DwEIq6XPn_w>=)bp4DOSWAflY=Phgb6FO={YvK%Bxh<IB0(
zO2e2jkTLu>X{Fkp>NlpFC}%pPOaT!B`^LfCu8$on+npk^9>nH~#mkGgaI~o9xhqTl
z-gTR^(%ADU1VHHl^@0(HqAE!MgxvWVnsK1Z*!~G_`LgUjQvIaE!euwx-JRsPkxCmm
zMT9>IN;ZKy6;>3?cHa*7f84^2`dGotx5fTlCP=QkBwFfU*01Q+kr3l?&064P72H~G
zEWC_95#bb>;lROBp^NQG&oL9(DgHzuN0NqGMl{D`nP4j!6fM2(*6CexWbZmvsttV(
z?=c-g5$>p8*^BWDo}4Z7k)nFws~o8qVBh?w!AE*6z6iB*zHoXcfuQbbAu4z4ixb+`
zPN`r#T7-UWp;E%?it+bmht7IYTP*KqsQibGYe$=8L{GnaA>-@%4W%M~lZDLqoudGx
zKo6~QAi|_Q+j7J7m_}d13_`)IOcguMg*TH!)&6LzOBnR2Y)UAce7NhdChStv3_DV!
z6Y~8Xx$U7YH9HRFBJM#vk3Y%#jd~7&1g?kq<Ul^PRYYo%Tg)p&HcSpU-PfvgC@jCR
zPhB?_;Vc_J)^=IHUJX0Q)?yyU#-}85R`!CEYs6>Yl!mA{oc>~d*CqPbP|J-^gQXzM
znC<Cg+#9R9GD$XX_eWtkfvN<v1g1iP0CJ0p)EQcI#c<SE^F^3B`f{1F)2CPJYP%FV
zeznQAxXmKY+h~zXR>0uh{d=H*wCvm*?Xc3vGox=L0QC{=jzxY6r=;07MX#A_k5GP!
zU8kUkfFdZ^7o(%9(9T~R&(|5L?u4#;Li%A$D^>B;xC9y=*5iv7y+KJ0z^k6H-Pm>3
zY};$xx`E5lV~S@wyE~`!9u5SReToJ7y@?F|u4E=RByNUVc%||}o!!M{+Ub%6Y-iBm
zu559EfBwV+j$%INsYLy&W9a`kWn<q@TsO)y`#j&u?t+*Jll3#^yKk@u_&pGGoc(r$
zU(AYZ0n!~KRMdsf2G1SruCQ%58)XSsk}o8Gf%iUb^@|%+6^*Pk=*JFTd_=I<wHzwe
zYiv(thXE4CbG}?qbv}1t<18CVKP|xi6SQy>=zoP93c@1|D<p$+D(kRZOMRFf;RAPi
z*aE8Su3v%g7Ip|&I-d~>&jy%HBgThK#(E##o*#iW%uxNQM|iH+?|;{8Hl<dqlWLNv
zHYy-Rc=cuC>Bytg>4wFWI!JA4!{IXy&qB&NbiXaEiFLr0x+-I%MI<VNI5#8LICbW}
z6*jWQRET)!4<t{v!EF^n^y5zNqE8CFCdu%zU(ciLEh_bD;gO}jC@@5qA?Hsa(q?Xd
zOlOT#qdI0neVDqMLbdO)hm|h!UwPo#939>QBAx&*M}<z)9!`Oy^!OunAE;wj=ufjK
zxNd)F{BAPOFT2mxaoX-yg3%B~HVjrE!Gf#N5dBP=@x>iB>9wOXLFyU=@fB$El@Y_Z
z{6W{c43<svkM<H1+bsw$mDFB?OyySx+}xZBS8qxQn6inn7%i_eQJWjMy5by(YEz|c
z$SR2&!NL?~%W44T$bXlE@$R+TibSsGT-W<AnH5i&g4dX_i3yfY-weh>kcqy@K3tH=
zNb3|4LTHP_Qa%R>W0XHB5*Ivsiyox;lGw=miVHo##EF{T<Gm$u!y{TcS}i5TB_WEL
zRMhGLt^yYWHFcMKZ-08`E!PxVn=dGX&eEzjlQB+xnsHr&_4UE_XXFt7b=0-B`f;P-
zTQv8@Zee>5^(lKjbSppHYkx$`S%M#pshQR#Y4puhUQT`Mv$0{M7ZYK*k)o2`1GqJj
zej+33VxeqsJWaE4{RDo;MB|Y@U!RY|<f4%<ORh>H<tU+hoEAuG?tI(RYq<uIxI2y`
z76YO1z>eTFzb0!{%wi56m7b#66u|#mWR%8jlDO!fB&Pyu9^YGv3T@2GBk^~9NeP8;
z>qqLcXHgr=$~y{{Y%l+}#^HgvPi6j-@|CZe-p%@WaR#lKDFa@ekAdsWX!A8+!{lX}
z^!Z(vp}Ws;bI{(JXd)_g+>NS9P%NyNQ;O#=e|L5C;R5|gDTtLE2(VR7_9aTLS|u{x
zr%{)gsfz@c_Tx8Auyc5WKH4~9m(1-<_e3Z4OJ&kW37y-A@qs3xzcV>DbwJmpkQ0jj
z3L;S-z)ncCrisA$O`0l@I`4?)t2a6#nyhyd%I!EAV4<L)N1@-%aLBRGvHgN>k6ydT
zFM@{Wu@y|fDA_l4?2C7wHcml>hgawqX|k4gGrMCGX?~%lQ?$tA?p6{X*L!7R?tZ0@
z{+6mLW)j$2Ujhdywmg$k-0XQF-O9Q4JX6JBCKfPJkv|A}#|+Db`17BiIS8?lV*)sB
zN>w!b#gAT!VTONsf%VsVOOD?P3NPVG&#e{Z;4|SB*Kb!oBIL*Bt1#cENq>&wevvse
zq+1A{aO)TBPBJ4eB-~8&$v0r^_vLf{c!4oeXl()A;7FqQb5s{9@P|{h;>tl-J7uT$
zr`{4YaP~gRtmroT9Nuz#81%v9gz&a>QYs1>xgCOC@jRu|ZWQ;FZhf(9<yu{BQquOa
z&^r|Zw=>MxW#I8g4k7xG1GT_ik@9VnVkj5r%7EwDCqJ5o^D^C_Fn!)#>S%PPYw*i`
zXroD~a7=ZhQ|6u-f)CCb0%&1Qz~amzB?#R^UIK%@#bsW*Z{D`%p6q%+fUMak`w0W2
z^Qf9K%`cY&2}LWlzuQlK_pp$2$rL2zm->EvF$;W_E=b9}+ckE6Ox(t_OFdfOaS3NJ
zH;hP>uqM{xKXGnt&Uy@pM>Vp^ut>QSM4AbJVFFiaL4@(vUgak4IPtmQ;z$091T#ea
zVN6JQjx_k_D$5-=FZ3Lf8AHXL>;;j%SyU7S&PP{FLy!#JM@Q_6$o?2co0V@mknQ;>
z*g)m0veET<@0j1;=OZ4NK@8-4$jV=6TS^A<K4LsEO{(Ot?hw>~2SbN`<(>t`VchYn
zC!%9+U(I38ou-6Qx6c-0bb24XV|(>2N`;&zqkf$&ItcJs<y2{tB1lY9?-j%XWeN|!
z!fdQZlEc$jQ?)#poH7?&JRhQa<dd)|dLC)?QO2&5=<e(oMs=&HvL*u@nKxCbVEYJ2
z+k!>rMER)`b(ij5Dc{dz6^qHN+0*xeNlnHvJ|>U{rwu>laNSwZ^rZ@+-EvPKxGLu7
zmsp}sQe6oX3J5Ias0mQ4qdFEDz<f&N{N1_nfLDX?&#MhCFje_<-j~1y_A+(EC57WD
z2cHr}CMTnLRDmxtSb=ui7fLhc`<3B1V8(tWw6K71k=DM*N?Xds?=;A&?nyBt1hr&F
zguT)i>!r5Kl?$M7BkhF(y;Z{QKe{sB$!J@y<($Z}_X7o@^iQ;gOJj<J%H@5PCZDTP
zJ+z@7wt)H9St2M9^cFRm{Q3Tif9MW)j|jGHtlOd0iCe)+t6odkgkB(EaI5C~@mEms
zu#($Jq8>v?BzoYDD8|_2vnD3BEn_OERh6vu#qt||puz+7tQk7mV>iyxCOqLEhDzK)
zW%U^(sAq#1pJ^yiDz*V9DVE|vM%wOn3#W1Ae2uC8Ym%$w$$1Q5vOIH}<CJP&EGT&3
zmC<+AMGx41ijY($2Dp2Zr5HJfUx^2W3Hjj6kv<$J2XaHKZ?t0Uc^Ip^y8$PDHjl0^
zgSOoK^f_JXB#<OZ_SX!0Lu*Z0$7%86N@N%qi<g4+`?(?3hXYF*xSkI(ZHjeE(R|Ro
zEzV%IzD=2bpUld*y+jW9G9q^ARpKrBI|pWGZyis)-v1-2sb6$k{=0|+1AA0un%%bO
z`fC^Ol@Iq*`#;rPmYhWbGQ#3rS9}cEQQN?iB&GjW#*AGHFr7Q4<2sie9QwBCjC7A;
z_mZRH<d7b?PoH_XGS8d?vg-h}Ae<X({qxM5q5mTUnsy-7gd463)d!GPc{2M$N>ASx
z#2%3cM*A4x;-YK;sk#m*n$N@5vK_U)Qkc1vQC8z~sL1>h5n7moDHV%zf>VR;-!ImO
zE*65<zy5I#HZbd|&%$(FhS^PvODBLj2cuT>S3oLz(vccoQ+{CV$q7FdUNteD>)lt`
z$?$cXq|W?p@|Z#N&SZU@Ek|wrp7-wcXsUB}aHNBuH>O`|ZYZ5tM6slEwORkZ6eMb5
zK|Gm!J=^kB=PyKIeDBoAe`~&x?ts^x0Qz9rdv+ac*ug(MT2YBT79uvj-X}dBtI)jJ
z1nmL237n-S+zqVyA)Vt}!(29GIjgrA$)(;Qqx_$-d4RmR_$sd1TlX!p<?B)lZ;P>J
zXt;bLs4t#KZ35gyozR^dua5%R>2XU=L=j`8D9IZAyb4q7{-Rv6n-!r94kVA^BGJI?
zM{@r%J>*^v{<U<VHrQ0T$Y+AjzGrUqH5H}kr2>nRi@?l%BYpkD=6#~64ka!`*}M2<
zurXZEVFOEc8rIIDMsz4sn~j$b+G~2r)r-A_Dmi=ASSX-_wwC2`A<dm)EK8iIV4TPv
za`)T5Qg=3~(@t$9OP!^ketmPsSFlIJp8sUj4&Gj8^}w-*m~Eu8T%H_y%}v)R>n1sk
zyI=e&T-RrO`1YZ=$%g}0sPC!93EnJtD0NO77|1LL8hkEM4#G8hZ<zvm^!#`^1=fsC
z$EG1#izzpnz5>*GIeIlp(@}5aE)re9Y-n{Z?oeVjp3j62guT|7;)?ZwB~Y|-Gl@Es
z#cIDb{FmY0B^V)F_eAzlq&Ops{^(ojKVX>SH;GU1Zq}2puhs=eEwH8EBk|XM1a(^0
zeB%`-uag7+=#C$n(;QzA4+0+iN9t_=iBfN?Snz|Iq6p2GOS$(Fi3jb&amwha5UCWP
z7}L2QSzO;8Sb#Jh*29j1hN-XMgWXH{Uv~~F{%}rSE~k0TI3gUoZ+0S0$XSF33jmY3
zPQ4z#6P!*%Fu>PsTb<$)oo}h^)}8N)h<H4JewIEyHY)sRcSoUoHOcl$XaTi}@*W^D
zhIcl;<h8ts7Y$x07QltN6?t~hog_A+lbqT@)bv)UpVH}neJ$5PJrbx-=YUfi0rt0L
z=@auwsT!7BkaHENNl59|o3W5b`R8AOGEmzt6^IY`70$g-?)$D`V(f^yKtyx1K|3pZ
zI{Cy6;R1i?d{0O80=-NS02+0Fs``E{;e1IN-wXmie)0t%#E=zSx5bMaxH0y8I3M^>
z^HS6!8K&codUm}=g&2nDVtc$rJo>0)uQh0=Nzg<hH_YOvg}Yt*uhs03Cm*iSk{xK9
zA5q)Io-d%Nulxn}1o|hTa<Cw>O1<2#2){5l%8iuSBklZYw@})>#_V?N5UU7n?YOGJ
zTgZe%?N8}0yq=i-TQp?z4ojy8DHT+knUuz?vFbCn&S!$e=C@PUqb7Oa1-4fsZUlt~
zCVL5YneXYP^|FiIseyxs;KPJ~TTFI7etyv$%8egnfdNo};mSmkTJgL<d2zv+578@)
zc8t@bLqdns8WZ0Qw0V15-%eTNtAe6cUnj5?u*&}oWzXdFRR>FG9gY`*S(nXWz4vwX
zD9moE8E=-#5wpsA#p()(|HTnhh;e;Sivi!Hh1FZJZ1`wg=U{yj?oMYx+yrb1iotd8
zWVCYIbXT1ikv-L)bts4|mCNPE4Q&oi?2@qkCZ%pO{&~RP`Sj9-tZ%_i4d1^_bDdx)
zOOd`K%ePR*8do1I;4(gyD@^M=weeHTW-wPqb5s+cozN&tGxnMi<+&fabA9f@eH?nq
zFTYCnMfxuZDm@n9gc**cBAI1iMz`vJ0}Ou^y{P#W??}2mU#^Q68s9>f=Pg`VnEw25
zP}*q^q7z~Wo1j!K&y4Y|%I@sTiE_ZQ71^{py5_9?)^r5?t%6xxD(?&f?&dn^3d5Dg
zd{gG{jgDhPW`2JsVX)qMsx0On(7qY5yTdE;lOvf+LEu7$gR_SaTt1f_+TUm#EC3{k
z4*;wDjl&zbTux)<oT6ma$c#z#VhyvPg4wy(h#iTSBes8>hD*FVw~y!wxC44!Z#(i(
z-}zjFp}S2?NUHoMu1>}9E@V7z>U4&vP_kDetdHYiKlJllFWsf}l~=dE&=0dvQjK7{
zf;?OG>m=N^9vbCiJX}JdU2BXM%qpB7+MXg~=I`^xb=pZI*E@{_M4%G~b6HLv<@=K~
zBlIrELp^}db3|!3+J^Z;*BOepBWATLkg9ZCKL<{6I#q7f{ATie%Ynd7xNMOV*ooXV
zo^N${QZThVTv|Hyvi$|DkeX%#Zmd_&@mpf5L&D9V+zXR=VA+#jWE~UMP<baBZ`j<)
zz0|Kr{guN7RX>j=)l^kJ-AX)etL=eS|Krhl@VD7<<@BXoMZWskno<Y<!&^`sgNIm~
z_9!YEV3mWw-UkK{^_wV}who%!dk5V^HEv?qO|UjO9!`6%$$SL>Cv=5~JsI@KTY*5v
z^`_3VI*HAQag&D&@8h_==BJ{-j{$JH1s_&lxw#Z}go|W0xEiKeJe{av)AQeTF7NaR
zYt~b7U(C$J!Z<01MFI8gwW=c{LILCaLn&WHrkZ~KetQ|QuFog@Puc+Zij$oR5_X28
z0{l=A<^qAnP`=-o{CU80slt3aTnSL+&jhE%<%5L9CA|7v$T8b*|4RoNqb#%{ef6X^
z%|(y;uafY}v@vH>fQZo$xmxgSbea}Sek<cQ9s!<t1}0_;>-FsgvTu&aXazGN@+835
ztT@cKXTNP#y%xEQK*+$U$mR0*d9t0?I9|<tHaT>A+PIoE*|!TEM{LBRm0_exRy%~=
z&67NJquQRooRlAqaeS`34)wBNJ?Gxi|1YoQ2T>kMOJEey>9}DW@z`w4pvbl~y*wmK
z^?t*gv4%QlUTy>mD+G50XciSQ@-Ay7T=L(QMt@xL>bUwgFpP7_n89Y>>TwNPA(zDW
zr((KBT=v9qTK+E3!xq2&10XD|2?%2yNo`X_qDwkuJRe~%REx=u&hxn+`XsIU%l6Wm
z2Zqn*0T(}9eW+k^>~KTiF91UVRyLXdz}@N_Gv>d;p+lq5=eR}Tr&#r4!<u3IJ|_An
zGuM3~sNgP!CiGDj<VrdrbehV_=kxQI{H)$muHEj7Mk*}Y%-f<CQ$d3X%44!JdcqZ8
zH@hoOa@0wO{RQ-M5pdnrRHx46<k&{7XHQ~%N}6d2p?dS{6(H#|Mb@WhP>|{5NRr;0
zhQ=m0;cgwfGlJ#%K%bi|Ec5l@!zGtq>jT|mu=c92cmc|SG!!?vrs|{ppFhU1(n_Fz
zQf!|zFhV$+mrWKZRwfq}1`B!-7LJSQxHqx<ViJ`+*P8Qe$~;DIm~=Rcx8h#StV3^g
zvCDUD^OLk3th#dj=<GSWDP{adX1u_rR*C|2Zx6J5IxVR1Q~j3nqV%wFv|2MX;pkN-
z4P`|yGEnfz_1Vo3d6M=fmdXeri;Z6ICQC(gL{DDL14r>Tr2Ttrpg?g+&_;WVn^!D&
zXr1n~73rJmwfUx^$RL(Suja;pryskPbgbWWt0SNYs`~Nr;@;mo89W`hD_J<}95yM}
zv5<qiG6;yc^j9$!2O__B-G699Q71T@fp*Jqj)k#!<8NHWAF$<gI#hH*!J+~{a3T#v
z{(p#^q0ptf8{DD%_P_j!fQb#MyCmkEZ_!N6mZF$an}C?WSEI!aI)DVN&wh_;3X)6o
z!Lm5#lRYRvpSG`y+Znh>Ov(}@W8nTCBvy#6OE9SJ{-!rqdAShDyA>5h<%MZ<OQ3S`
zd#F%4o8z_WFtsjN`&+>}ZxxwU!Kp<*LhUrBX2=kAeio9)K=nvrkX6qQhR_^LzbP;|
zMsP#=i(yw%VhOi3VEkU9sTyYruvbnX^(Ht67n)8Ax(@z4IBfgjbKK%}3{)YZ8+pSg
z`mY{0wX6V`Fz&%NpNdqJcDK^(xWB{I%Fl%zr7@N*8(lBcj~(jKBqHS;D^6qc5o%SR
zg56W~@sg8gkoV5YFzV}-OPp=SBr6)nmJ?z4xe|=R?Th%*WNbC4p8uVUL-Wh?iP#3Q
zs|>6paOS24C$Ds63y0fN3k;d6hby>*Ao#kvzNXuJpFj>lTr72!rMhqGXp5ic2dFZ<
zh75a7_|)jjavLhAdJ4yBY?A$MgG8{okDvlqCe2Be1TfX$UzSVtA>7?N8fhf;vO0i`
zHAB?~UE#?eNhbuh-AP%Qgd{ie`Gv*&Y-TBTk23jz^s5352Cl#(u0x|V#X7Lnd`Dm4
z1nBW5>6Hs2%NGB2P5i@Yv017|f!<8gh#RX08@GyatoRgzteth-amh9h^-Fx_l2Wlk
zbqNP8@+PDKd5pT<UDkNmnqB7;7#b_Rh)&R6uSORtsbV1GHC~}VrYXu({gDU=shH2c
zDBGTr!xkP7b#Ay}ipu_5^S>U(`LXI#-HTKyRiC<7uNkIuIh(*|1~8gEZHp_$uj$f~
zz)Zw|9<h9owaGq1mf+L@j;Hi|dgm?_J7=U4uY%jCMlS?=PlzyzCWS)NyTx0c(Bgam
zNS>2f@0&%-?(VBo#y75n8a1QZ%IwsPTPqEbk;_`td5}2NeS6d;ZY4xU+6+ZxCsu-Q
z#h{rY=ft}H5$pWxRCutzh9ej>rJMhIqkE<lM9-`c5AWAJ=9*yK_91eWT^Ie(658r_
z(IR^x@Dv41uwkr{49p-D+pgX;?W4<dSWUTtn>)5Sm99tt4zh&#2i|=v)S#OC&vA;T
zoxefCd&5+Nag3xI;E~iRe!s;Ei^*)I?|q+h*5~WW%DJqhiz|%Fa7_)FrP+OZRFFKV
z_uWF4;J~rT%8pOJ-m@P3$5Acxs1HyaTiH!)-FLAVm?nsC^B+uIruBIB!au@ZXB=(L
z3DHj&SX1B7%gHxrec0eY+KDiH4z4}!t%{Spq0&vCdT*EmA@<tt9GZ)#u0A|VnOogT
zAM#A&HTN;mf<dPvf6}R<v!D|mUS>s_<ayZ8(#G9g;r0CM3dOL6awfXad@tyFaBxF7
zblK@+S3u-U_}sFu+56lRVN^8Mopnp*Lnqn7EsXE*9^U2cAt~;y{7t3fQC`%A&F+7R
z=i?Wopp+RoovI^ca`G!|D=WC;I)_lv;od1EXW2VJvRl_}rRi9V!~DSgWQzg%alE<<
zNaVxp%$XM_P%Ns{2c@ENA{EQxK4rVh9Zt^(wt_b$L(~0LcwV2#5B>8%Ha!Cv`}E-F
znVV@;e=Y+tLn&s3r0JkzESLf^E4}J-m_^dxpnl3%CVSPhWDX`D`1W8N=0153(847#
z9|!ugVjlqaC8#}FDh<c2gpy(@+F>2T=zF^LC;JNlc*x9;!R1y_9lq=$U#)PBS2C-I
zYo>Km{om30=SikD)8h7#q!(A4r5rdEx`z%?LIG7Cdh6{ya5>UG#@xE((UC1@MB&(K
z1xnSDt}Amdz|EM4xE>?K?_`HJFPQvZVh=l}PQ-9zQa%8I`{=J)2~6YKs^j2b5}}Y*
z_-@19n_kYl4qb==RIs{!lj#~5Q$R4S70MD^63(Y9t`L^A)^|=r!%fE@E5H^~vzVEz
z4O0GUQFN!~nOdv@*E>lVLIbkTl{bREVGnBVjA|2pe0$+9l<{529eIQbM4jOF$#^!X
zhA0(a33xI7lmb2(CxHU_y>E+m;4rH2bu-#JW7+nnH0#HE@myHML))c-xhAUcJpo_K
zmOY$WSS)qBq##L6+l5Mn@>!L;LPr-^-S!vXAPs)K`{`;2jw+|Vp9q*WJK#nYgnM`s
ziDS6veMt(GepYLkR8H+b4{!=F*(8B$vjSiQK5#h+;^<?~?nK&J`-tI<-@8h2J7qte
z7kE^xi_R}Se2>4F?@68C(lk|TrVbZc%m-l<dP>lpMtel)hJP1{pKE)&|Jgkah(7)u
zy3lWa3AjO49zh505LeBe=QJS)J60ug$%|C9V%uzP?Je@*jpgej-)0@q=19cuWGo5z
z!wW4M*K2Q?H4jOlMZ|Bol;94+NsT>+B}aizn*BXQ4xb(dPmMcCKlMJHHdQgbY3FTx
zA!Ygf4T`4Bxv^4`pT)|--4ZlQWP6Ge9PLrvin+`Onp{Upjg=lpi2$76*kq4yyWd<A
zZoAv9dV`zl<8&xbWD)G@?LR0j3M;zG4DtdAk?ss2;>DXrFOHrzCu)IDoP+_{kV(G#
zC2vn5zvElrU%bF;Ub3bozrt^h6KOY;C&sD}vQr3!opae~6Mgob3qfh4k&^_Ad6lA8
z+h-DDgH<wV){V>Oaw=l38d~flmAsSDdsMCHC};7|Y!ZwpDeMm7=&AO@oNShl1k=ac
z(98vTU|{MMcJRU9(-gb?4PSD5SB9pRt9+IQtquii%~|Cwc!G{SetZ|2kZQpc0#eSI
z?(=W3^m~~-oYxI9qq<PK#3*8!qAoWX-{5xr!GiIKC5rPiTglU74h1E&$T<q?5XYk$
zxY10>{u;0f284cE#v(#cNYbODslQbC`>R?Uq_OKWz^W<UBlrxG#@pP!Cn^&Rdfv6o
zaWs%tS#Hg$RPv_W4*<k0No@rv3<vuB@<N7JdI5y};U8aG1E`!rQC#&glgMIOJO|c*
zwhx1Yuel>Ev*dx2S%QbH5CCKT94*zn;b&dLvisU{?CXRN(#fAWTG~-C96OGGGV&XN
zQPP>d%N)vkI8ERHRfW8<m}yYh>gIm^aLwyII2)}(NK<x=U%T@B?pXj1b}p8yVi$oH
z$Lik7lJ#tihu4_+dG0KJ7%mfAvwk8>t7(|blf5B{hf2WOO{98*0s=&X4{2Ju?U?ja
znZa<m$Tkqx;QTf(Mvv)rGMFpM*b1YwO<fn-_Ot<R>LhF>oZQ`zmtr1Sy#%Tj_mJWi
z1xB&n{lz=4>A*J<OIkBx4zCwjYwDMRk1PRjIen9Xs=Cv*i>=DGL^g?s(Za7C2X}uP
z&@HfweCd1)c&@Dzsz3L9I!;uAZeTAsd(2p@DQM*Oy9DS~&o)8dhsqdL-M1$nT@Wan
zwHE~p4P*d`x&-8&+_uto2obh2FR)wnxWHJiq(9JG4_;Z1P<g4^W`IGI$8+A0a>BUP
zchrE0ZecY`ZB60ri!oEsSFH;Qj8d#>WT`e)7(`SoAAI`myeqC3J_8t?47VIY`jyGb
zet%l6I4cuB4gCw2{CjU4_|2$!THdaugYa=!7A+=wVK8jvcAicF^8+Wl+=iixNwC(x
z6C0%fJKB6eU_EHhdZ~P7(SEdhsu_b%P7d<)3%wm`m}BsKhdqQZ)ZL{ARv{@$1fMO5
zT6vy&6hzLO84fF)N_Wb20jJK<ynVzbKYT5t3&9oXgKd92+?2e!talXoT=neW*o^1z
zS-2HWvGp_RTG?gMVQSy@yZ^0WJDm1<u<CWwn6CF~>A;Px#XCn10%-1d9|-#mHQN&E
zLQ5H7HHl45Q$kg#-cs<B@m%^DDuaabd7S&QWe7@6rU&K$F3aiTRW{IOKWVRtB$MN>
z9Y_S~q~)O#Z{%3-!{6qRCaCK`37Rj*y)$|iu45SOX;}PjxK%g+!?%o}bTjNk3^-Z&
zK4&LyDlJ?svG}CwaQ99Hwu`&K@Sk`_E#~#4<gu@!zoxsF1UMSOR<2m}mYk_Ni&nog
z00HcTzBcuk=>(p^qg~i{JjEOs#U%ijH~9aN_TFDjX6^Uz%rnlYV?kkT2t)-zMPO8l
zKu8`HjSw-TQlyWd(v5Ti3HLLg6csXnh!9CeX(GK#jRF#p66sPysM1mhq>$vE_we}>
zzV8pNS<A(M;hb}oeeG-SjH`(NWAd>i#v1xOVobS*f=4P*i=Xr)T4(H{h#{%=awyKU
z>o_aD$!KB$1Zn_e&J_G1)m6*enq~~SDw%c}!Ah}p@1vb6do=rGw3N>Tbpi?!p+Qo5
zJ^07l@NeD^TW|P7gL$1Iy)8yJ9WH2!W%E%Z04@t#)dZl4hiIuUY7Tv>^^S*a<U$~P
zYL{WRxl}LCSHBS;9}gyD;SuQPd$t)EkFrl+W5}!L#wRmcI{w<bB7{0j1`Ep1AA4uh
zstrv45Px{WYGqdoxrM<UQc5T$DA^)QK4k*cx?HyDWDb_rWW~A;-Ads<i1%T0e_8z7
zqS)IG?Y+8Jot|NgWJva+qv3RJK}!)%+wcvq|5X9xP|QdgC4gt?8MUp~r;F0NjSY6`
zgvh$JlGl<pwN$6(ii87_5J8O_HWOjfGnI&4QJWh9sbw}heiaY&rB0o!&m0I?zLW!=
z3qAk!8z0uU4OT3-n07zy-Z>Bs`}ETd!Pn6#2>8d#mZ4g){ysn1=R*!?m-+sEbJ9!e
zu5M1%6_x3-jw0&aZ5--7wXbIJ?JfCXfj9Z`R^@l<?b)||t5Za@`o@e1J2^}0wIu*z
z0S~NBqdK6)Fjb@tx!x`F@F*tOhT9ZA%no;+?lJ&m-=uNkLOD2q1SR;#GEt6?>)tN}
zAXg#J0-3^@IOM)Sd)#C|X&!MGJGSnB(X$|`OBughJW~C6Mc1YCVmwkoq|_Y*o$KVv
zwhQ|ES_PT6yHyGv{WHg!9VgKKE5q~e*JKmVC@aLAqg(e|UQ)K2IsDYPD7P_D6-1H7
zuOHzlvwf%R)$DeEeN4n0$1PnUK7G?wG=537DQD8SGPXP@!gy`;v(X1BEZdz(QAOdX
zwd@;Xa>Sz8TYSG4fW&X<zXp$AYNhXPP%T;fW|BJl2#<ViNZ>vryj-D!MDU@YTCrAQ
z6CP6B3oHW`f?xl?ZZ7?JYY!3+O1Su7*WF<emeH4=h!;n?b9PfyMuH;mem!cTncnle
zMBb?wgc;71Y7CdoTPtYxPV(Av3P?0~U)qzP!(w)3-=}y#^eA#>Sj1@}WP*ziD!p*@
z3xKTvbRq$}XRbST_pPr6J0h6z^eyWh+Dk{@dIyX;+jn`ouiD+B4tgZ?=kYX{KOPSM
zCuOA3!CErV>3scGYH#FDnd(r`Q!_h@9%U>xM{ifF-O!y6gd<7GR;y6tHW(wN82Y<t
zytBR{()OnBY&iVJUL5*iLaBycQBNNTTFQ><g{Nm?+E+qB7l|Ibs^d<M05bA8E$RC3
z#mcXNhoQZ)t=abEUwp!IR@U3%vzGo~xnliKDIDE$?qUkwid?2iJrEh<t9W2b(3*C4
z$eF}xeO45-t8!Etv10V!)w@x{%dh2Yv_<5jXfXTzk6o-ok$Ly~FKyklEKgfCV;(hy
zy|zDudbolroYPNlHQa+lng1?<{Eaphw;q%L-(ud_3^EF^3fSDI#ldLhu)ekzXCP1Y
zF26TT6~f<2t1zKBGevV2x?L-sK7%0xGxNNsg}w<1k$o)=`^a(Y%<YR@|6j;yLu=|`
zBEamApi!-O-AVLxAUp`*P(fC1m`THO+Z$sm`~`9F+li$O@{{1he!sxK%}p_EslBR}
zp#t<!gKj(k2MQ!YJRp<z<Ue?Ar6%XK{2}%WW!D3VP~~gq9Ij%7&qBy5DTMBHU^5a*
z;vSu!5AWT#cl+&C^3JeZQ`Ca&C0q{C+Dgqd!Oq&^PqKLwVUkAbSCEPz+FjT&Pr8Qy
z1vC)-a7!G+YlDE%er~D({O8UfN@o;M>Ez`sc<&N!t#ShJ?&M6J9`xkCj++mH`{_kb
z-!jkg3{$7Z-Qj)N_$kv&BOJK}FQ<ft-ccck#0jZ^GC)g8I3ksT5k;eKx7tJ$c4OdY
z!;muZPgBiKP7>N-qv0<4-GH$0?P^;kO5n?uK@GOv3kkKm^Ib<h_mGdof=*-vz2D%F
zfuq#1zQb7yXHn#PN2=Z+<yHgmWEcedobdDKhrQixJzfy8;-jJLrKjVLE&dF@yzUg2
zj;zJLs|#)cE><Z=C`2gozlre`^AZ_7$z%YFI6&cL`)>e-CRdlCH%W{A!za{%H1xE=
z|DW%x8iU1D<;pM)Cp%MUa=iB%ZEa!~?--=kwchTibZ1uOM5!sj6~KD8$jq@7wUamh
ztieB!?TYxGc5>=@HMV4hyAvv|CyOWucdk^bAwfhk{t}WlzQ2yE6}>0gYU|Mq6>DHi
zx}(U0BBr!Lzo34Fd}Jv8FY#|#OUgMV8_om0P_FARUUGC;q|*e6_R1R9S<9I=uiI(-
zeZE1z`2$2~)n;~BPrU`Hoh!c73ajyd0Tc(;jab_#*W>znrP(QMWD&BK1>18asA+JG
zq-%WZSzF@g_41NEE~w~exC$C`Cg<a2hs++iD#(uKvb16=>$O4ik&KasZruE@fD64(
z<ThbgaybPRE;y%Rdu-3_6IlZpm3q~>a31W4H_$8iw$ZubWLz9;pFWle2wOr|b=%&5
zDytJz=Or4X1$wvz*c1n<O0yBS?|hFi1_?9ee1BUbx}>9Q%H;=Mb<MPy7C;9dHCW^>
z+U4Kz@yT~ww4*wZm}A@^+*o%!+`=us#)>U{bva6CH#9G67dew%e|~BG#Re4eDI8+0
z6dN|*3Mhc8w3aT*PjGj<{51jWs`N2K=jp7+$gcPb4j!}$5<n!VJMZ{c{-5`PH~#%0
zLdvY2^iNZqTD%F_(Dd3-Wt>Lb@4V19&^KNYVvBYQ9Lg$^9#=7i&(2<_7y$;bIq7>c
zMg;o6b+C|@D*85NRGRQ6(mr|q+vfq`%R)11*Cm&uZ^_KEmh$hZrB31h65?~l)thoO
zGKz9WoatQjAl^!JU8+vv$^o?-1;yArV17G{L{D83M`L(7j26G2Fc@BAaVc-q^DJ@?
zsZnuoM@czoZvh=20kr|3^+Fk_V2fe~4jBe;{YX<*CW03D2ye@vayUL}c(S%KX$9WE
zThSK50ypSog1>&h;@QSYoC(z{4m->iJ(ghrsZ_J(t@n%l6)juR&SC<af~=?>pFxog
zNkNhILy5Xl^b<1`Gsu&yUOSXm+LJwGfH)8q;gU2b#mm$ODbv_kQXCCrkN5H5Cu|+V
zQL8=-%{i5W`rr1(Glq>VZL&VRxHWR8IH}}2pRhm8MQsocts@z3Nj9pS;Bcs$kb{Kw
z(FGOwVNE~>=j6EQD}?DNN8aC^-0<%YKaWeO@zX|4{F-QpeI%;w?pHW8ra3ebTOfg_
zW%2a;pJi*q^hi(~xzA6sC-xJ3@$z6;z#%^H%E)nc-RL2x;r|i4^&awDcf{@U33SY3
zDx?$UG^BkXCqW%n>)e4NhgU`WBnZbxVMLoPphE#xlWf=JQ8DrYTYf4GkG${>@;0NT
z2X4WeHa_2@1!F9hYAnxt?2~&Fe{qvH2C>%Pm@4d&nepHpIjz{s<>U~(qW7?)b@U4C
zMx>wzuPlgQ3vgljFhC|@%08-<v1iO~_S?pyHE;dIalqp+OJO@;2=BtOtfCg?de)aH
zw~r=6diOr{qa%a9(a;-obx5k<n*T6SIT!Kca&8q^JI`h&PTAO4&j-@m32H#B@}o(~
zqXx`7XNPZHfo%CreAT5Ht#pGdI?F;`%AtCQfYvKu9vn+lBUeyB-EygA%pSWPm;494
z3p|4$`XuzoYs!aNCHtc^<too<ztOpi8_!sG1rt|^l>&6)L1e84pu;lDU-|!5a0w%c
z-NXN_Y!z;3NOMO>jcj_;Fr^^ioi?ZkVwH!G*j$#E9-hu2q)1TLSdy&}4=-JxZhN-x
z3Mb&tz<jnkXgFJ~3@LsE;;AKjaYEz^DW~Cg{(=c|ulzL%GIg_>mz-F2KryFDaZ-5d
z!uYQt$ZJ<TPG6JPtdEv`^@Mj0>B(+*OqPhR>yJ`MS4JWVc1Y{-YcI!D(LFBuK^RCE
zOn;!aU{WcO{@II)RcO0jg?5*R!nfAW-4I^}+AY*QJWf(@3F=WDAxTGe;W&_{bFw(Y
z(v>gF(qDd)82Uf@rsU?HoO>)45l=gMv&fPW8&<$Bgofc0=a!5%g!%Wf7SkN?FOwJw
zvhcbK`g`9HSBYdn6L`iaFY1>$<VljY_h;3v9-oV!D!7|WQkYU|c_2W2)+mhv<7xK}
z@aG;u32mFXZEEQx2%GNGD@z|XuEbAKKpJCaI}N+k%PFFv-HC~SD+x-FGRK>>jMfMG
zo<LH;F$?{Pbr^h`C-BMA0Rz2#j?E&W>o7CNVWH_><(?)$c(YJ7nwMj^MtQQI<j&zm
z<KwhW@q||AosOpwph3|~hF!n%(0j(leU!#9LdQ%?rqt$iZe{dM>eag#a}u8$3U8Z%
zXpvnY|KhVrP54hXXAYhHgk6J!=xJ*v+x+rsOW&9EN2;}C$ta2uJ3eb<?Aoj$|Iep`
zXcO>FMvXE1v+UF>^rjnd>$>Yv{YJFqY7b|x(by)FU~?s={>}XInpx$;FWGjpV~pC;
zgk^nD`rS1Q9Lp&H(S$<*+3aw?O$EkQE#RY@jh5UCLd|~#Bd#3=$7(D<9d<Z^oP_AG
z0C|iAh<3lOp6W=Y6_ajYcD~bFx>=|7$((?O*zsB4DCi-EV4$DKQ2n*)RQEEuO&L{N
z80K<*{pGSEZbjP~TaQT*MR1Z(^YXxCbLrYGVvfhbU&B7z)0c4Px@0z!JLo%aTfEDC
zlLiRL#S&x<`QIO&7IO;`>MtLTJ%qq4dvJXCdJCKTELa;d(;xLY&*EV6og{cId4)M7
zizFASggHeOYm1+Pvpc8f!ehiC4XKe8ZZvnGks`$iz>pMl_8=$rW~yB7c91yx>OUBo
zg*|eK`h2r@prmL%LppXzQxt(d2Rq=w8X|qp_Fx8T=+@$S*F%=ii_k+-M!6j|C276i
zEcG&d&L94rZ>@H?@9ydh@M6QQd7?)F+$T*fZ!uQ8;+~N6I0BAz!E}Y&Qb_M69KUZE
z<c;7#B*aM6aa@pFKBO)T(RB0XzU|a;ny~X(6|60X-$ie$vU_5z#W#CpgkY$IC|(6M
z>!{U&)6;!lNSD|LznE-pWSwaN>rcvz80GWp&oLFWnHac_V*$4SWOgYx^?~~b#ytaP
z&1|~vQYT>k#P4zRsutFLO6ZvQF9j(^(g6?#&N8y<6@mQOf9&LXMiG7KvV1y?WQ$W0
zcVO!XD8}K=zemCHfjW12laRsKlY){)pUp|?x(PS+airAY-0vpxO5v(&SlisHzPX$=
zoJF1o13@uRBWTP!Ds`GhYM2#5#gBu&5}lGT%3*9^f83tSIBwkk8;@>Z&?Wcv2UuRA
zZc4L*S#bd|Et!;a1lUyR%*ermt#RlLMLsy?ouF$Y_ffjlqIQty()h+}<H>Dq!_^xI
zxu%8M_MW|H`lc*xVV-f;*N%ld{7eXa7Pkkukv8q)4ZcS1C+{Tt3aeQQ=U_gtD+3=n
zH@NCl#l_B3UpuNH8USdzWk31}De{|beYZ(Q*3?nCGDkmg(~}rSgNNy||J0rFc_~Re
zoOjvGb$%|~BmQWAArdjQO@^7;;UgZ`8lJP4C^Q09!#6~b?^l<SQ%w=Lbjv6QH1jjK
ze%r%RY<L1E!uA~tctL{_{RMbs3$JJ&)`uKYnUB8+HpE*)=z3_av3|b7Co5aQ^@gb4
zPp8$tNjd5iCW*GjoUuxM_IsKc()GYViChmhUnBn%X31!-^9^LG=oMe5Eu;Wo87))?
z?Sl3JyH^{?{q`yV{u_kxwG*aoPr<(oR7On8PrdVIgfIJ2$y+y#u&hpI@lmN;Q}D>o
zX}l{mO_4MOfCpN#-Sxi@5XgyBr+?X>xO**BB61$?_--P4Qppm(5C>q>v!uW)WR<uE
z9%NimLCZ^CdEtY5nC;#>aMI9vPTV@68A8DxT5<EWSf<2XbqsY8^Y0H%i)_=FJIXKf
z18rOfGZQO5;ERFtUrbJx*jCjNoA)h64)!a}C@_vDMuFY~ct%-o_&&Lrr{>@~C};j5
zjiiTF`?JEZ^4$xndPk(!6bTTJ9|D#PkccHkpmik7>}U7vc1!3*I4W4!$|hm0dkg<0
zR9gj6T{jpBds!fwkLm-#nA4F~2`$YBW1%JUAZ4w1B!>O;#B^0t%sg&25{q3UAj!1*
zpTP|oeVcz}KI?x|$}e>`2T`=Z1`@svEEygbjTY*^Wx=-{2+7XA5)u6+fLVbd+hwFd
zw+yont0aenxshao`%VW^KOg2|gJKYR@=z*=L)H?(P$sCDBI`(*<mas=esMQl2V?Eo
zE81-pVMe&Rz6S4j6&`31sLjU6TA1{G71|_%j+L11S!NDA{QVhk5k0uPwxxov8k6?c
z*@t>6W*!sfEQ{Cw2G0Rn`FC(4KNRvrzKfsOC-0PYxe7Ruabm|yWqfW6?k6vl&XpJZ
zm6+JKRzIy|3<?p{L&-SleW}8j|M|(Rq1-na=o5MNH(CwpMcY=;_f2CPZH7=s8oT3A
zYx_;SDr=KWkG>bs5WH=Dh>zv9S&wGT3hk5z+6oMSef^1zjOON!tL2rwl}qL|eJgHP
zk3{V)JDLz_b6IU%yLitH<jE@r!ATVt{(s;w=UMy25wN23Y5S-7I(m0fbql%wI5if2
zj>M>*H8p`0P4h0<5Bx+X8BJx5>@rSku~p|(*ZKt_dl4Ayfmk<V&^d4b>1r<K$6G@i
zvW{Rv;{RO4ICgbH_V=2)hLDiOCacm0T4x5Ip$p#di|e7aKZz@x{nILJ&-%}uIbEp`
z>vD$n$B@jZ;B#647EU*cT{m92K!YhC5|z3|Nk+Z-*SGa9vr50p)F+=>*;yyN==41c
z^nZ$GQa<<O$<}H!JC-jjN|m&7_WW@nBmiI<pImpgyzx%6a4+t9pfkQdga_J@BrVlY
z2_jHVujOKwe*ar|u0fr*go8i!9ser3Q{><&`lD^ZE5~~;)A#6N)PbNtWp_BtL`!r^
z<>>Eoo@<Boc7_FB<Oy@KM@K2x9hD&s@4Yf-(=!c`$=7D;=~6t?vhUl8qAkV5g-L{h
zct>lvO>TTa*rorv?)~V#E4RSiF!Mji?{k=Qz&(BPWkVtv9-}du8eUxsHZrI04Jz6_
z+LAGs3be?YK{KSBLuv8bvfsZwfc8<CkFt^i0Zg#-Eajvc2kFSeADahK6)5(68*UuZ
zhW&Xhzsgkmd3h<^OE7fsg0Cqwssp_z$t1Kf3FvqZ(`9PRjkRArxmAaVw|o#$NGz1Q
zU<>WhDL!2(O1V}~P?Tt;tJlTOC#X)!XF#|sn^7NNpE6F;@Ll9DZG^_@1p^|)X$Pkv
z2CSKJ{oQ^?uX*$4YZO&g)gD8<WE#>zSxwcSV(+uM=2RH4k(kQgI<>2zIzwJWC9_T6
zy5P!hGv`ow6=E%*VEI=cci9S5`-A#C>=ZOK<$T4v>#a*z#+NUwTRrQh_Cd9SR>r3_
z6Lc#VdJGA@9y6=Ls|$kMuEfzE(U8q~fwb^s#V#&<>XOglac>88MleBm;=yEZO&18z
zefm;cP~b7>z^*o+)^k!3T*l_$2L!Y3#Ek<_*LO6!Ujl-_$4lA?zdRAN2l_|MnAS6q
z=#R6KZ2(keRorhiFZ4HvEO}jZ%H``q!;N5%Y%%`UP=nbUaa5~QT2BemEdL{_quwh|
zdSaL!u0cbmt1*CJEhPLkSS2p-;aFNrq%qHVE;cK#Rqy9!_;gh@&IDSvFwi^4iIgCp
zlPE&<WfF)aulw>bFU_*@%O*D%jQZQbkfL)~V6)weiAy6R-!Q_Lr|%@_xP-FGjJTo6
zoS-0JizSN?fw7KC;l}Cun6lxV1E-H8WEp0xkot3MvYP8+lMcV+nSppcy--i@L8v^L
zb8sfCPmBU(q=4xLL>?A+)+r94&Za%`FWzzHi}w4e1!$&cMXgJ8rKCk$I=*%4K-7-z
zjiRx0ksGE5r0U}z;_0Gfuw59Gut~mHiZ*V;XlH{!SY%fcSQ52x`to%fIT14+{-Uwi
z_0wDLIyk`>K0xB?ha5mZsEd}rm(2iHnFGk!>bcA$qoMhiYUf*~PQAB^B+*2;kuy%l
zC;D!Z*Tt{YD1>SHp~W=iLglB6Hx?o<7rhD}m`Nt=FPVvijX;qg-`L#z@Yimg3a_w{
z9F==1)yHOCj{u(~GpCW9po#z0SxmW6(MP<xQB+J7O{mpUw@ObBT}`9~M&vSBA^;YY
zXg%_O|Lz+gTvBOzvnk6#^Y6D=dD4rJ-8ECRWhUDyeD1sWx_J-s(!F0zSU$-}+Q{2Y
zil9`$6>R<rKc;~#OL@swha!aq0`2+zVMC?!kIT-@N{mJ;oRb8i|Do?QRe?T?73OxI
zuO^R_(2><HWa=0gVS?msYf?&|l!g{9@(DEpASN?CGj=rU!*#KjfSAFZz}1`a;Zwvb
zJ!|wmVF6}WejC)EkI?o6zAP4@1=l$g_G<4T;WhAFmWNj%)v)B|Ra($6^D^5^&ykOa
zT@JQ#x9LSn(;7)w`<MtU3+-OtO%2xsw7jcvfItT}k8BVR+baN!@dU9?cImB;GFZ=S
z(3<k`A{zUg8&<XK{&=L8j(abKLx&MkiqTL>^ao1__zp}8CQev~z}4`=+zZ6s;4VYB
zn`CP~lvNc(_=kE>^l|GLq<+5@*t}@a)cZco;y3>NA@=w7u=)|mg+9Ki<PzJUTC`vY
z4LcZs);_^V{%+Jtx^=^^8J*sUOrQvn_)TWQabmTCh&hh-`FJ0Y8ZHC!Ec3I#%;-Yj
z>nG=Rkf5zo!hle57yhz3p%01rW^h8_D5Gj%o7}gC;@D5@4qBrDeTL7X9i|Fm^M(UC
zIco=uGG+(YfH_ezQDEA=umuwKfKM!UWjY;f2xz_lO8VCl)G0kxd&iBwS)kD4$ktKr
zZoyU6@#e~MoV<+;t832U6HV>4GB#W8L;tr625KIN6m}j7KU;KgEs>~!(m;Ld<p6p|
zZ7n-4xb+Ecr#F2&yOg)#NaTME^fJM~3;-krpQ?X4n`GlqT%33v^eP`mY|@^f#)UgF
z19pG_dpu{XN7Ab`9En3q7q+Gg>Ol#0!?|EbO!8c^tb1F_-Wwx&t7iXcnR02$ctJxY
zy!)P(rW{HO$~e6rx*PjBRGQRI57%N1i<ZjV7y4SI2O$U7GA?R=*7?AbEP(e&jx~p+
zd~z}Fe?TOJ^5$XC7Gm4k6$H+o(aYN?J+k*KIgYEi8HedCXi~<EFI&%_RspL8x;?8V
z<<E{g=}YeHkPW3Hp6QRfc{U*Oyj(&bWesqMln#Y4oS$m17L`^HN>3`EA@AZ=h=q37
zFTAuVQgxl3p9z?|eemlGI?%_s;qfM{`ZqA)VLbC)*HP_rA8}r|(FT|hQm_@Oy<nW1
z9boy)+Z=ivL_a82`fu;CCNSJ740HbjGjQ4<^Z2HQ09OOH>PJ8jlOB!-JkRCujrjgD
zfz3O{u1)mAuwna@f`Yhy>KDos{-7gtKg<XB*GiDo`T8Mr?+k@IPFRpW0vZ}XTWtb%
zmotW)0$VGC20mc6D)`AmI5xe(xC0YRkCF-T12b>ana4`Dbqxt~l`%MpI~YW7*}m!v
z8>3mFCGF><&lg;Agk4-P<Ff?6lLey!u<g5p&B-!~MLs-?El<H!m|UKFEwpH$YbqSO
zx_9Dy4-9_0-cnlIcN!~vV`4{J|0l)-+ytQPsZ-Xx65Nvemxe==Tli4CEJ2}7*_Q0_
z&S~*Lb+~TM&H%FpHHdR#uc{$lpdmq#sIEXmYq&eg_;-~{rvRC8$W?tXh&jx)<m)w$
zpK~0PVNOq+Z1nN*(SGl?I@x=dki2UFbSNyelnc*&8BE<0aNoGIjKka*Z4W_tixUpS
zA%9q<9SRE&jz}%<nl5Jvii$x|9)qtf1HDsjI|{0GsPecUdE7NRFz$x+Dbo^ZU?Y%-
z;f2;F&R?ye-2nWKexpT`MVu!<7C{m1&`etaX*Ub}Oi^}ZY}6Nbc}A%L&`BaRk=M_%
z8~Aqd+`B#5)WfFw)fQX>ZS!Q~CMZ+U48-+uFwRy*)13q*?$`J8hUbzuI_n@|hh)h8
zpK9LLsKTjLbsz>MMbGApo#_T!vwS#w`o-}qA<@w0%5z&~EFOsGC;)F~LnFfjX^{t`
zmxtoWbgKlwmp6d|z!(<55VaLE?^>o*Z*_GB9Be1u11Qt~>M3f!h#$L`-1ZWh6s=yG
z+C@PVr1TmvpQp(#BQI+&`aQo7`YPc63y6+QjBKmGO^29ZlS>b1reH<NOEsX6$mqFM
zaNSz+h5!lu@)Cn-E6zst1HeKF#5-yzy7qk?E=9C=SsD-M#-Nu9<lF%KXfw1|eEyfG
zdq%xRY)kx66~*4SJU4c?r>x+?2rTCs8D@ZHQA-{g-pjbI_Nr8Q3SCks?;?wDyX?h{
zgX=_3FGF-l^`%0Toc0lJeSUj|ddITqdD{HOn@!24<3&|%6xB7OGj%4&z`XWj_-_jW
z`G&Q8(EVnPN_Wbv>*kWjoZQ_q8Z%Ipplpm>GPSS1q_x3J>QP0ns?fx<;nuT(t7FXV
zc0b#!qC3jhIajG#Lpo{8@l&R2ptFa(l9O8kGBD>0F5o3l5|yjb+m7T2oPfh828{2e
zUJluB0&I)y5JUf`lPY9Bp14d+P@&zam0rnjTJ)i7&7`=0j-!A(1F9fI@u}W9^kw#E
zpfsGW$E-I(v(bN{2r})dtL~7xNBXAWAc*ggwfl74o2Z(%GrF}mzJ879K<r;I%CODJ
z@~#dM<yYL3)4;SB%?F#!T{P+OpkDGxsz-c|ZDz7eM&7|gJSvts{+2R6PNLwdzNJ_o
zSV`bYsQQ?6YkmH66<2Is2h)`r=wf%zBmz}sXb%1sJs)ElO9r$U+4fcFXZK&>uj@W{
zcRv+^hxcIK9+X>NBcB>VG797G6l=8`WCPq!fRK~nV`T-`=S$K&_IxV2qf6ttx)%aF
zRBg*>W<UNlP_CuWH@=u<GA{-<743GPhYp7oz={!K_;X^0bIAq`z+h<6Qcug*T1j!}
z%Z9rW*Y%pDj^PQ{+gJ^uQJ*~ku_CV`It1F@6;a5#+l5zLR-g`8Auxbx&JTT(Cbc}T
zr#CH)4-GW}V5F}INb25hF5J7++dR~rIx3@2hMZZ~(YEQ~WJTXB%jgzx^U^^P+O}Z#
zAh5gj&!u}5H27u#pP~UUcd2k;!?t3|2*?BpxEvx=2kZ!g*5ik~<>k=H6GNS$P#P`I
zeF)Kl*mYBHd8j{07d@Yy@qAOTc$f}g#1hjbJ5+Nn?xN487$JghOV*0v-i_{*-m5$2
zG72P18ZN-@B^U+U`A>5%!*5$aEfT~<bTm@65GyZ`XQYs7L=(h7i*k|_1%dB(ZMsDD
z3S&X7`}RK+_E2;#L4$^2X(R%O5&%vhMkD_H!EfoF_KwAKIY3+--~~!e?H+7woTy9q
zbd+L!btVHCQI(_N|0UmQxx&b#%5SjEm_v1EW!i+o?<lpN3C71;PVy>6Lh*DhnV1M(
z>MTu!9srRn7&vw35>DUeMNYxR-BGjauKPTPUewJ$%B`pgV(p~)CSpLC0r4gJ-sO{H
z3!m8ebNwp$dW&$#G65Y$^h3uWKhIZ2Wa=)7xGGSj5ximB*Dsc387E$jdsra%lxmHw
z?ZQqql7~Y)NBo$h2o5fEc9{%|A?lN$(-AL=HJ+WQLM*vnddizfl{fm!DegfFZ%rEq
zW@ThS8+iWGO?X7asmjFNCsx~}F-?kR=tYQ(<?vS4?n2_zFeTRp=|y$P8RpFOBrZ-e
zUjc(dpD~#aqtKk=+3x~?!<_ilcy}sVsF7j%JrMHtVwTTEV3}vMNT6(&D9F^DQim@#
zG9Pz7JoC|#HH0%7D<k;+{e4h)*7=whpUzav+4+L%o^3jJbq35OK$QeL%D=p|o;Uud
zi2K`GksD{kUW*53?KI@>6y3svN~QLyMs<V$Ex@k<G1xZPQ=rzSgiJ*TZpg?^JYl0d
zA?pf!hSr^c2*2$J9NR86BEoT7q^yWM(WdX%U(4?jRWIH2myA1InxO+l?C_?i{HF}1
zF)_uQXB2mOng{+)Des9^1wr$DhAPdhP+?VF5??kh%1fuanfQjc6}edLE~LliJOz<`
z$n{(wTb#ttL>3g_o|&}vD$qLUy_NY#Q{cK|4q3|}H}%%C69NE<5pe-7yjj%?3Ra2w
z0y>(ma-UzF2aeb)?_+KlXWIm41pCv`iot)Jwub#A`_AW*JO2_b3zU4?ySqQz&h?AO
z`c6}oZ5^Q&1a2_z|8*m3^Z(nX;C;>Fw&c$d*|j=;UZM=kZf`iJ^96jG`-gW0dnEb<
zBqE<%OtZ=l{54JSNE6MmTnu$ZMo&#l&H4LjQ_L8n@J<u&uw-#ldcLz)N`21Q$$LnS
zA<_$IIVTwYpCo|ak`sNLwJ~<fJ@N!goIA}>+u4gWV}GwI(rq(d*Y2?Axc?7>9;<$d
z2a1ui?QP5rU-E!rbz28+>GR3*M9LKF$$^br^1VW$?vw6r3@h+qM*r>?3sSNaR0t3n
zM5k-$(GpE-x8W=kg{|Hm7(V{#+F{b!)!yz1A7_VA%fGWK13LxTqlTt$uFP#?Az0_=
z{GqC-yn}j6ou4wAj`L4fJ3Mkg?pL?r`&M%UcV`M|$3}6{90KsIn1uXQyBXhT>KP+N
z!HP%7i2l=VKqAixp(Hzyr!%n9M)AvY&Zgt5zg+#!!zb&9x!!#YmKDoj=o&ljrmA^J
z-DP@g<Ut=871K6!t*5d+TY7`G{XYbX(xw5-hnb>T-CO6gI`xVwZTSC9`CtN;X~%Dp
zX!o1wy?K>=>!7lD5rUh)R5pPj7@9;1xXaS@j#D*;R|iaripdA!WH!@sKduIEowB$;
zByB-u`yE7*K(bfP2$f7rSR4`qH(@JwfNth)^Q#jdZhH|PSvHM}dod^E9OM+~kDqG|
zaBvvWp#1U~S(`MEqoOC!ET|SNRJb@hbSRy>dz;QTT{vSu9v1rPhM3a)Vu<H3=3o(-
zCRni3g`J=VsX)D5vnv@TU)5rk8G@hG&=#E7(F&ie>g80PY|zkzlzmdR`LS&On#4XI
zZk)JFO60e_L~BX618l@O_}yyyhtH*AFOtEdWXv>qkG#o)&>%*&D?8RVfqed7-m*Ch
zNVX<*YTdHf6isF74Fq%dg_$y3z59a??~n%whZO}YOpQH@U$xR_m};$%W{`a9Y8;@I
zvaB+1e7w~PO52jwPfw?q&rHlxyhN<M?lon+PeuKK3w5?sfouEJp?^?r=rg&W*^mwh
z(8G<>V0-7|><W5G*6novUfOI@1+-x&LCt9<Nw3Ka`PY<PV@h0a@#foSa|YJVjA$}B
zSAe2DOQJL%WC;kT+|8~P`Oco>Y(D{Zfb1lQo%HDWQo2;LqR_iK@<{L8Rs3lkU1*^0
zm?l%$BLr6-4@rX`hM@l`y<Mo!D-Gqc>P>NAB`pYw2i9OZy2}rOZ!Z@mZ@c@KMzYs@
zD3lUza_ks{V9J6s9oi8JjNd%n{r|W@k_yRr?qdxY-r<%BrP{y0h3Ou~D=dV>dlhPg
zo^^FuekoyjQvn(Bk(B1I6)q`0{n1U}X;Laj*VPv@;#(f(J=(-_{{106+F-t!{^P=+
z$hPj8o*Hw_6uZmPVgi&+e<|vRvgAx5daUGg){Fb^Yo#Yj<XS_uqDt?J^<TroIzD*a
z$@<2GBG^lfx=d`jRj5=OM(<TTuW7LtZ2U3=dF=w(LZb-od3m>|>-aJ_8b?$@2+Hjc
zD)jl3S-Ar=npre1GDRzTx*YwAJd-1CyPL7PbfbaV-R&uhT|KhuLF=rH_Sg_bZ8Zn}
zn{&iew%h7kp0}{F3ND&(?ezcp$$APITKZ`L3}jh3_3BA|4~XbMh!C6;<_=b8%e*OQ
z_EG9c*c?dm3$K78O&8F0WvLR)&q$uWt9{3U$H@`|&hE6(dK9Lg8$l_E-LLbt9<S9e
z;o>H=Vy(+V%jtc72DfDt3wGw--t&gUcsRbyNCuk&C!BSW_}T;Y;fN9WxLhH=K+ogG
z^WvbxbS0T9|Cb!LYg~yRA<vWN#U&kobO7>^%LmsIaVhdk4TpsgqP<bOy3w$6+_qX*
zhW$#s;5WG|Kw+<VP}LS!eSF~Ym{9G~$aPL!{1ysqE?uBY6W5Cmoj+9HKPG$HAjap|
zFJ{EVlH9liZ|+a+U>odj%BHxiKY$2iyPHN54!S9P3bb%L3)42a&2G%*I-?j=cLs{0
z4<wd4Zu=d{uo5ZAwu8REnR-xA>a+J{BVA9dO782@28uHOll|mh9LBIQ?^*Ue(#Mt6
z2sG<6mE0WKzypOh04^j(FkKP0Mda}l5sm>JYua7YG=<J;ueaY8Z3hFFrPr%AO-PpE
zEmA2vTE1o#Z{PA;QjeS_%#lZGZJio5MJS1TCwAFxz%5v;M^!~rDP@_gI=GhE2Z<*1
zSpWwxBa#mop9BiwHFRMgi!A|Ni_1Owz6F1lmon$?x~lQf#qYww5nrk+Q=hqdaZ~7_
z>3h6u#@)3%<dDMV16w$~;oDpuRS#Di<J26(rd!k$5=n<!_YWm4niLE>5`@sgO^0Qg
z2#%B|F3ecS_DPGb<t84m1CKdfQmkk2V#l^wRhDD}HQ%-Ht|`YK?~aJMv9h+5MjgS`
zd_)T?n$}1Z7FU7?fHD0t@`|#us{pk%_RRTC@_qppzc9>T(%pMbbCG9XC`Z=%OqNtG
z9$<a9?F0OV_N}1eBK0wYhT&1!I=M8#AaFyC8u)xDn~jB}5%dgGVB<LkpxjFh<d!Bh
z05gtV6xA3iB7r}f>_M_R_c00*_Q}6UkSulkf^x9w;7tC{p%S5u-FZJb0X1JFzV*p<
zN3ioHivgm=)c$@)hYAvEYRINncWue^Age>NqiIcma3jJVtOP^5p1Ue$DmzbaPS99^
zGmHK<$X=&Z*Y(vW%bwz)k1qRrSePg)yq%SaX{LzwfU@GX1u(LY%17m*P<XrO4MC|s
zYslr;^AkX{nLeD=h24;Lq2rWaF+K`yN6?8}1D#{Q3s+i?*wf;pwl?9cij2D<tEr3G
z0-qn(7<Rc5>bUP_%ADLZEAQlOJH60#!SAPwkR-F&G1QUhmNXOBlo^eOSQ8}e7@pN=
z2r5dn7&Z4r=3R9AVo5_4OvfTf*j*>D@WaDZGAm6=qGd;O#=IP!xBC|?+F9JmW_k!`
z=s0vZ&Ko8kMu+h0xg@e^X|1#6M0=TjWA&X~B#&{ua`1R_(rxl=ZsydiZM?Z+6{30}
zZ{YP^+6}`xV%<vSh>3lDR~h=@cghhf_&$?GVrIf~onnu;v(F50?iZEAnNsFEqwdmk
zIk=Ht7JMk!qbcm1<<MGQZ-Xj{cfb<2o#{cpSs#6~vfg6z*X}420JtLw%nez1S1bDo
zkJtmsNwt)B#EXcXO^3ruT0(x;uUjF<6@gxPw^!ZsHjA^ok8c%F<}B&^AK!z4d%%w}
zKbHpYfWDo&KfBF;A*VEi`jDn?5Z;NU*0p@i{9vP3d=|ubjxSRZ?WZl?68SS^hrtWs
zIzf)<8)^zibD~)5|NdY!#y7)$P*bUWVxj*QUB)%^wb1Wh?Sr=hSXLnDS+9*bcQhwq
z6nv$@w^`YtJ0)YE-W{K)75W7X-OMyNAtc13!6KSGf$G9sO%3)ARFV8_ylTG*sXsD7
z)$Vk`$Ta$ZIqXjoL5pA+*F*y^1pzZ}H|L#PsS9lBcv<Urr*ITW<0GZl@E|<rj1s7>
z0Gt^E1&})|&a)(TJ`4y8g_ds3k}MD7R`m9$zd=#cMD%)i7d3FG#B#p_EydmE`oUQI
zlDS2$_}uNmV~I<ayn-$dnNs`g2bz!x!R_`Dx37*+?a~KBYv2_4{(R;%;wS99JXv5_
zlL@-CyfoxlXvjh-9AxFDldH{`9Gn#QLlIuC1=`~G;)tnHP_ilc?9b?25GLGE3?o*q
z_F}+i5plseG^y2U-yypn>pD4ydr@DrCO!U5_+<wBxAfQN`I83>5KCP8!%%Z8j#T~K
zAGOb?uV)$^rXF|`=GMp95Y_?{Z%B4bWM_JMMIF*xiBLRm)DAN^@T_lR-`v8zq|EF0
zK(u@ZH6LfYYJ<l8k%y%e4K!hueGBirUS@9He(tl3FuB7@u^Tv>1sGw^qar#K*5j3-
zNHoV6h{9`^pDh#APGFSF`Zh*8zoUNh`HD)@iqT3^Ty3B5bO#KZI8|^3r-99;bn4mV
z!>YtHFWY{5<+@(jKz1qtLd&rV*9}eyAV(F}lZH!MWAuFzEUn1?BAtH#G6jz7KXxu^
zu}A0U!rl>rO#umMX>1k!c;X;07*6y5c_MYk(u)dwhSlm75kmb9lE#vcB|djMIkvir
zyykD9LR+t0d@-TO>rN~izu+bGTuu^N2-DTCDtRzv&{_{*7u3Z)AZ@M4iOQY=R*Umv
z5~_T%p>DuH`|2D?HzIw`Vn(20l?Yx?@%t}~IYNwL@v(yEcC*6=kY@k1mw3O}@FS-v
zyrfK!fGRz}-$0k4>UZ+cWa)X|dsyr`KwZn=17S8gL^_HOkO%Gx8Vz=i0r%QYBbU@F
z4%L0E4_d{w5&;s|nz2h5|8~qXkf|_&@JI=Ti!?AWT8N&_lk=SqhNu0tY7h{1Z=lb0
zkXlm91y$JU@N{M3lDU-`!i}(}9g(yZ$omtez&(o&^eiU?DB+$L$D(e)RlmbW9etF-
zBCKgQvD=F#YyVoFNtj7k>5F7?Ab-FG;RW5vbAM`-v)*|w{}xzqh$0*D+`m6u>dA{+
z_MNMsB93a*#~3Su)ELc`GpCCRbOUF^n8OY)jyIQ!BAs)F5f?A98~=k?4_A#%Z)9~!
z^&t`~0-QMaIALNWz~j4hR%|oFPC`SA=YSA1oxg?l?d!!CA*B*E;`Z5WvMl&Jd(jF(
z<L`1XnB~AtmzmqcU}?)9Opf!285~1fB$C$$Y0DV;Oi)2d?3_t}?vahk&3!u4_NL!G
zw;$l>kK6i?CG#^31Z*B!Z1BiaMBB^QtAj52z?Vm~nvkEApsVm%!+4+7OIr{PF(B~B
z0ZVWxH=}ITzF7T0X1}m2(goX5HWr4SQuGw=U2rH=vhvuvkv=J(e?c2de)3#G_RwL@
z#>SS>*6V>9UhLEX;Tqzb+P<=ehz`~mVO1+_6)L68-@9{#Ty8R-i8F}RhUq_lEAil!
z*knwgYkc+(20+YhN5OSo)m$r@bz$sRcr^WlrcW=Cy_{dC|Kfu>T$4-?x_)1v6M2y<
z(*P#wElxbUp%&uNQr<otjvgEz<ycIbfvSlW$5m<-o-~*pDAzzEld>sBT%3GAfL6xu
z#FMM~7ul~a7HHe`ZKSz>L$e*ls<VQbo^cKWRBhQzIe3V8dEIQ@&1ET+e}~7fgJ_a;
z&kQ@6Mrg+KP={vwaYq!*<M^Xq{QDp)8iPK=LNS43nEn8>Td*Na&64|KCTaV^F0U<x
z_7gFIfrVzB+?}DqUW*yLl&kD30cw5V<Pp-;F5B1Z#yUF<4{t=?kI8{1xqAT6cYCvL
zn>hWKmU*&y^41jh<!@Y>7hGKa_)>|%>llEt;6Bf<C)l;55K-@`45w17i;La6{=N_?
zoeq7hBzGN-+^~Sh!-H{M5C0IZ+pYIdlL8F}<L~8-hy$&#lrX~!GlU7(VSvH9lL!X5
zp@)Voy{<#H!Bj<lY^x3y3zji>DkuH7Ceb_kvyxCjAj^wdX&cHni~>)%X&I}P_>dy9
z7wHNH)6z_L9Dn!U|NgMaqcP(o58fq9rIS>UF#Z~>yfHKXHTCLd{y`KPEFdWV?|w-B
zO(*!rYaUnf-#TgZVNbXF`FZVT87@v;TQ=Xt$~Qi8Y-?!q$s<1j-0o2a!!Su+C-@kC
zZ;)D+K3COK6$@rRzz__%Ek!MI4rFlm&Z+k&-OO@hiZv^#`+-%;=>}Ied9Uk2jnUxO
z-}{5IlyYQ<Nc36bq#jVcvwi}tVddMCoV(*s!xbLs=wtKO3s!Fa`-Ao14DNWa>W!>l
zCKPXp&S-eXJ+Z%~p(*-C=~%wzb0zA3*7p=t790}BC!&kQPM@@%_!8Hi>`1<OxWI0B
zzHOzu<@w_t2LFx1d*<yaFQ=ek#-fW+zn?E>7^Nys;s&j;P9N4$-HRrJf*6Eg5@C%8
z@}f-XbtXEd(#rL}@B3vJrhciZ>t7GKfE1$Ka}w%2+W$I>3bI;7$)o3!x?6FzEZmM0
zFDp8cu59#w#AJp;H*Gp@|KhG&pDC6N$()Fw%!cQfYK+BRRp7H+9XxCbz_AypT?ut?
z<FC2T$Ok>CDm^Qh$3$&m+Rzbt`Cx7(Rx*#hs`DUuVUB79C87Px(4#@aBGk2qRG#$}
z8pBzc<oJoE;H%ScLG!6@o<{Pe{Fa@8FFAh6m}n7x6}=%r$i;n4Usl?%sY<_rAyc!~
z^ftdLDf0jkQ!%KIEwGF6vBF^zO+AmWOhH?i$Fop|Mt7~xUM%n(Q1AMu7jS8jJgff=
z&7bpD^0cjsN&1=D&5cmt8jVAN5i$;0F43M4(r)K=CXL#ENAHjYvZWCPh@U;<J&^75
z7~!_bjES%iVzRHKr?11jgj!Sfwkt^?US`ZbL}`J4<h_W^UDz1sy!I*32)B8)w=wDx
zGSF<OU4&#FRcC=vC{n90|0cl8A9&oJLt3$2x7-%jG%roZMY8fiyX)6CTPHOKPhlZE
z?r&xzx<BtT52B+smfG4nHdfF51s0Q9kVM@K9kZFQoSPFvu>Hq;XT}_OTy#x27jD8)
z8|;UoBNx6h(fySrzjpAAS|SheI#V=h?9m-X>URTip;Ac_V)-qZ&cXZ#lt*qsC5~Gy
zgZK5pRcAcrSqv*X#t=|3Lf*I+F5KVic|GGAdgMBgxZ0B)VW<TprNJz!dVT%9KDqsU
zbI?7zR5Y^^x2+OVo4_H28J_uhz)e&D3qYC;+}wKNe_1=FKA)q4Qcg~WXo2hV!iVAu
zlX@z|qdfF8_?Tx%<dGp_eZ8xZU4pLS`9JHZ2jPuC>H9wJP{$Wrv|oE!Sp4LXQSPWD
z9e)vub?B+#H|0%5m?`0QF64NQ*yhN|!X0+Q6`f(u8hSGXd<6%zjI}@+3(@*%sGn=?
z<9?>>CP@nE$$rA#h{aU&A~DknJHpBZ);!rxZi!dYV!1ai)SE_{P8uIabl_^~?ve;J
zIo!m+|2d+Jwy=2eR_4#IS3_5JOzm>C6(=9Q%6nw>26N}9=3LK}87r<97Z3}_r*R;I
zP=h%)UZ1Xw@X}ktqvj_bQh{+_$vR(6X?Nqa9SLPD`vtzgCdh+(qs+-1hy^WafFs*i
zkaxPxWiV~Muc#goXh}#^tH^ocx`FdqlOP<3$17-`fU4AmJMR{8cM!3`HSm}Ik~w*I
zlJun(@G7Cni8L({Lafc~dWb(mE-#S#Za9`nY{RBg@9P!@LGpJlr0y0BFYOb3|2GWD
z-TjSM9T6PKe1Yp2vuOoAUm4Pb0rJsCblHzft0Tz0X@7d>Unv4(|KSi&9dm-QX2JPY
z^2jSM^8XQITf%Mf9?P70(#w6teo3Dm0qTX-eZTu=U?~R^^gWRa5TRpQAmNRc^gXnB
zC_ZI*W(Z7(vh!BnIRR-0=r<j=A$4da0oz=s7A0WZQH^ewKC+UI&*QitVAxWWI3!W=
z!W|{lyhgiw!X|<R{Bv`OW_)xUd|Y;+cdcYkSOy-XwJdy}`#>(ay%ORwm3;v;hi;ca
zP{eYf%OP{Yd$QjDDWBkL*J)&6t94P-vJf$qsn%i7-x0~_-RSjN_MqZ8>UqqwP?J=#
zI?tGmd)hi#D#={}#e%`N8QD)fz-({PF##mOy5d*^YKaPZVWVn{_JE{$Kw@}7P%l{p
zh_4$_3O;JUlhk)^JKx?D6D#uO0poYtRWVXyNlmk&C#dlh<7Q8TarOiuBZzXOzBUS>
z1BX^g6Q#h$1ZH%nwmf~DG}rR<?O^MP%aJ5{vqN?1&}q=E*XYU!e)(aM5gzF>={8v=
zu>F?Afw$BlL38VPIhyGkI<72s|FqouW^{9;W*zU}A0F$E?r>Ja{`JOTY}8TwSj~LZ
zBcj9@XiPSVb(G{}b$Q+DdB&Mo6aogntWjdZ`}?V^^|=QvIX-H8YI<cjl8+xCN=K#{
zW%`AB<vWi{9tf7NstcOt)}W&xbCo<}7v4Rd!3NiYD?d)12voC?6V&4QrY#3RoY;jr
zv{3Q!j(%EA9B;%qj|27Nf~X$y$}mu7D@>R4h2;jnZRSI1B3yLypYG(sQm_{Mv$U9z
zIr<%CO1E-jwEZ6D2Aq%_dk^ZUg&{ncqH(aN1oVR>KVNI6qsXf(-%0CEC0o81Dv{?m
zvCCU&IHm7_Vd~8rc0!*qMxOT{E-lB$X=(Q!CX#`{7i=zX{Vrv>MY2((R4I)3@$}`b
zdP~r))f4>Pw_-n?3Ze@+6P`?Q7TfVqr5S3M_QxR;vl-Ee6jvsD;RrS;h(x`c7)M)@
zCD72D1ez}&Zl;=WfKfV?wtxDc(swzCrQ4z_E~)IsKur0nUIWe#y3eaak1nIG_C?go
z8UJ^i|7TYcS8xKCig;}MiK+DL#v8yaCQwC_toZFb(8=DfC}9$yLgxJ!6`sFe(h!~X
z;tEDU?tz$EtRPk+U_@!BAflhMyW~Lv^!*$%;r=cY)?kx`$ZT2MazV_^_J+6co*U`q
zd7mLYz1cKS)C5F44s$1{mt<U2D~YDboMx>OW!7hxt=VwTM&z@#x6`~Lcp9QDl6O?S
zFQrc3Dyyg&SRda%$hoQkx-Eyq!R{5MyflDEodfg!^%OuwZ{RME6)VYChu{hMp_Lm2
z>DI2b;m{~Ozg=d*zdQ)g^<6b_MR$4Kv>D2I{F-UM;UJA(m3)xcz8Cp&{74dF1_s29
zS2*WxmGvwRfZt-v##67qP;}`o1`5FPxL{{>OK~t;PtoF?nBg+0Ut1_7C|7j`HnKP&
zzPJ>zkSIkraa}Y2%#oL%J<?iSUG0QL!yr<i$oo!APOqF=k?Y33^`swM&s42sDUc72
zc{}XNP2Zvz_6E1J9l44nXM&z+R#hS;3+*-`R2i+pWP7Lh`@MZfV*}tCnBEEYykG=H
zikTE<u^~kZKaaOzH>H1&ZEsK4!M(MF6&DYZJXFF5hc^sY%t+3r4#ekm?ApP$RLqYD
zvI@yaJ(nJ&*RKpOu%oks2-G6eaxPSG!1kKdO9KytjcU!ZO%boHU)$EKCF;&&_&yy?
z3d$PjV_IpN6crkZVYN9F4F?gKx9fSt)sSC<PW8Y^pB9@yVt90pv1$<%ADFlJVh^e5
z>QNwW9BNLYF>HP%GM+x|WWTVUbsd_NQj<KUpxxfpFe$P2j(!As_Eiteh3lYz@&ep*
z;lllgpKbx274>L7zO~V$dvJ=;a^UNP&u*}Of+p<BlSaVPbm_jP{i$U2v)$^C|LFyi
z=$It&*_QuO9BV3vI4ddG^4RWGU7%UP5~Eq*m(Ky@!Q;U;1<O6F!@u33*o6We+)Q#V
znytZ;ewxp%@D;*=Epu1?{Xuh$)rg){a|8iI!396yp|lo$zV3P5&vP|wMrooI_GT$b
zSBOZqm_Ta=k>cTLu0RQv=Ct3`JeYQC-&YCQr3Yco|K;`TkMro^`<T*X^ttYDn_&<X
zNE#Bbfc^c{#8+8|euwuR|LuSD!G}UU>OAB5h9lkRm6Q6|c66<2`xch42QXK-kBTin
zOFMVwUD}=L2eDc19WuWnaj)0RSAc+Nc6Y&0#Wzw%B{&OlA1p4;_`OzOpKF+7@~Q@|
zTs0+c{Z7?NYjHu)toV7um6GKnK{bhBNuXwUE4UbR72tR59xuY>bR0d|HwV{cVuT7$
zow-P+O5_SyN@1u`R3e?-%UC9Xx72I<f*s9FTa}hzb*x+mBt4RfFw*tK=DjHc5Jh5y
z!U4;hF?pRKk<jp(1lj(&!5m`&=+o1XXlbZG*L^k2?OqhHgrEgh#xmgZF?#A!e;^}*
z^HAIPa`2w|K<wTxQS^1mA>saT!1n##E43k%s2VknkN*3^+h{qM773U$mbZx67j4eH
zd$$W5rX<8H84;85bIl8(NpX(fJFPK#)O<(yOy>3bq{6d@W`mvs!`=c;z{780Q6L?b
zhXsBbN$t+b8+J6~CLuVzawSgW<|42BKUwZyQZ1{zSKDFdL;<X{{pji>`Qr#sMn}E}
zpA#IMTVe=l=WFZ^Yz9`qc_{Ei?E`l_3!7roOJ(AQit<+dGzdqeX1zqR$dE`@0Y&lz
zfIjlhF@)z&>)=Ay0rqfMtUK$TNZN%mABO8dp$35jOm|97;x-&txo3u$0~v?R@x{xq
zLRHi5+Qe;<9ikapCy7hH7aryi`WG*K<CQij4vY4F1uesG_{wke3cy_Tp~NZ4BLTA!
zFIGmwvGx}q&xPI*C!bfgz-|onh|bONZA!=n9VCR4MWM{dJKl8U!rWC6Ua&0ClE!ap
z&MYsgqVIdDwBHxZ<$+}Ef-UPet7*1!8=UIxvn;*Z_Zf%k9sLZ^IN+UY$pnS>To^@m
z+piQFdlp4P`7@#g6a{)07AU>%lZk2<YNZ8A)0OV8$ysA1SI$KBi+$UQ)qP+W%mp_2
zC+{YW=#?AHT>vaqBq)LKwe%`D!O7{Qs<GYffzGP5h55O9#junQ;UzIE@c4WSAuo^h
zJ^}3S$;FEcZpH}}*P<8yr~`8aQa9eb0`48qnM`i;`P@h3dTnLBH-{DE|H-t>R|~;L
z2WxrAACR`+nF_+x^!>w2toi>qd(Xb6((ilN86DBFFp3q0s343YpwbjVGAbI8!Kf%m
z%_u5TBLWgg!ueWgB1AwzS|ZW}gh+3J3`GzrQIK9j4;UZ`ffSOQxi9bkJNP}&2YxW*
zoO7LB)?RxpZ&lNCfI=1Gbb<$BaEx{m_{;pkms(1ft<J`<#3C!<3X(Z-;dPGvkA%R%
zfQ&{p5GhR2S{K3Shg%qW*>&nvif+ta;(f?bZyEwrwSjBg<PX%nJ@_e$i`y5w5GORS
z@xde-3W$;-7J<Bs&X*R9vQ6kka7W!fLJe3{TMIZbem4}&3R)F_{bUN7f(C#$5~lCM
zwYQ3{Q=}VeZBiA9t4o*(bWkos$4fvXAV<iZolQwEI(NEWix+_$iear5ls;0;PR}`0
zt5H_9G%nnJk?qFDGC}qCuvXQ#`n$Z(*vAO>@n=ZUtm-R^d<T*|CIkrGQD&^QTG3q4
z-?*J^c$nJNUbJZfN|f%4cX4nzpZ?#PyB;>yhhLd(zxb0DC9cT<FShm~_j=XkAUhFz
z8<)DTcfruw#OfR4jCQ}VR-0!HfW$TVkdlltEe&Y2O%mJd`95v}KBvN^W1gc1UFjv2
zMPK#CnZ0^-R`}u&g)S)G0)Zq}ai~FwQRnef_#c38YBWZF0&7T~zR!79I=gFdbY`#0
zLLk2AKr{*iiaoz6`sG|H<EY|V9$c;7HeN{rLS#LUw4;udlk3o9;JtiE&;Xr_viKXf
zH7_JRVFFcV2|3$yRW~2mQrnWK{&@tx)F3twI(043j2))Fvsw~Axu8DUd_<EU9vZMG
zz})p(Wbu=k-NJ$o-@u8$n;(e7E@BX@5>`y@v6DYY;oD|DzHl-F?1&|_75Ag$ueZPc
z@Av<MEz~cWzE`*WZ%H}I;iQME&tqahHjA9;UY$5dA1f1XX5S^cFQiQ_!Q?qkej1I@
zPbuMi^1Gehu9P;rimykno9l8WTv*)^Bby3ipY7GAdWzw7kGGQ-S2$g7yG=PdREoP^
z#+Y(wZ=BO$^Xl@pLxt2kU&z%ne`%Bp(Ht7>B!($V?JKaf-yip#pO020?WlY91NG+{
z0>wUNUll#TIS>;>6B`8S#qub3j?9ohclV%~wesgZmlFa^x8{%QoF<t~D6jF1#f)_X
z-}I&%dYd=7tNsmJsMP-=9aqSjfhGs9MzLJ@LDyy%QTs)}G+&XOn0~+4R;;>Mpy6n5
ze`(a|M2@{y3Y_%5MYcGby4S#2nE&N$mS1SsGJfa4&7r|Y!6n7YKFy_T-Sfu!9)yN_
z=2YLGGSXBTjFEC#KtyZcn$DRZZ{N%x)V+eOY2X}tIF33(?sI{z<npY2b<0&x+u@DK
z3Mpa{=|iipmGR5sAII4u#Z6RWzTM+8X#4$;9sCc?oa<eOLYKYO8_X;yDU82mq6;*%
zLM)tT7Z=B9$KA_IiESjbO@vlNbvF(MMwgy0Rr|x~oLX--MQzZbQJW2&KoM}z06T;=
z!nh^Qy3~|A>-4cuDW3o}h<3Z|uV6}&CemE5eDe;EqwepS!EEKXPBW<yz*rQ(fwn-z
zK*qgcMYBn;nL6D@20lH;HI4{ng3nF4PFCAV2WM+jhZbbYe``27EPw)Nz#B$TtN8c1
z&;Rafr+g|Qc*?H-a5=zF0NamsR&E!&HYI70FYmFD=)Hw#_rzpM$rQHgQW`PzMSYe>
z-S0gMy2#zXm8B;4w2dm#W|q{6&NO5fR#<%~D8)p+^b_eSjLdSVYfru&Q_&O$l;Xnh
zK0b&>2l}&|sMhb<Mdj3Q^9#-}kiK!R>nSq%`9`uq+Un`O(vqcs{xy1iD1Xjn7oQ&L
zJ^4L=^@n-!O^wW8p9=DC)F$jIZ^;Whz73$k<sWuGN_ytw2k+;b#4Llrv4yL?mk(3M
zYt=uE61|NlX0WBKT12N%q}3G2hKKqLi;kKq=>V*Q-eAU#7(Hb=8tvwpE-5Ga!{0yl
z;M3mroDEqtOCc7}>Sd*h2>|O{gk`d%5OZxskQ8yE35hD%c~{{*Q={%Xjvt^+_~ah4
zoNzS5Zk7CFeaJd*bhzc<028)<hiAip8dJS|VsBi<3XEy{=aj(@5cvCWJcPG|@-M8$
zNB?iPCI9tImRgEqOSVJ*An(b(=*fG~T*(SFIp?y)K38M8@_Z9+Ey1<Eni;NJN>L#w
zHM03{?u#Pt<_+T9ACPm}2eetjoMD<6EX56h4%x-r32k6HZujcx#Cc%!j2MUJx2QB!
zdlI@`EEoI>wEzD2w6ij;n?t4zW0@el`5rxjzSq_`aroM6W&!Jfq-LzGHpr0t2(9!3
zh3Fl-Y1kikugo~`0j~iQ5U{yZP$yP*tPX-uoy7;Sw-XNETqZzf2{-I36!*a{YV(Zb
zs=#N)(QL0=O=K3dcnwiDGU`B1P+pw_Yku%)mnZZul(Ixs)9*kF06>$$R4~V>+bg+I
zAVFgUiZae~qrfsN+8;rvJ13;w^=fU|APtaWrIFLXPu|#$hTD-O6=~I8>Inj+3We~U
zp(emC_%<pv?`1rzvP^$MR#zfu2&V!qH8E1yIucNCrQ$wTZ@xiV`wY@Mi;!}LUq{o9
zVmK>D8UcqAe_l~@^7TiF*GRMR=hlO&5e4u=zeTe?mt7y)Qz<VK#}lIu3wDbT;r{4_
zIW4w-Lb4Z#<V__+9s$wmkBx7af%ZgsjGmtEkcAGQ1vHWzKKieK_G#`1kOSJm-t3P9
zYlD*5oR%Gf7A6klobYx*C-3Bi_&Npkc2JD#K4UzXB{SnvZ%C6S1X~}JI3(hFN3Dwf
zt)GywcaA##pdRO&M6DpUU-aXQ*fZn*3H+R*8^~O|Y78<X0#e*1)&A|8c^9*O$P~NB
z!!+kPW6K136S?L_3ig}+!S5@MRdNXrzu;y$h8;zB@;o(tz!$Dkg;>8Ye|)(51t@Mx
zw;pNi+*S(Fp9v_E3k!zCAfpyRbCEF>+&q2paqQ+4(4$;ht~$~rhqemJboB23EMosv
z-`rgmxlAwu>SOWOx|Vs%Lv34(XBM$kw`#&QP?k)`d>-qUse~v}&_hDs{n50NJN(r9
zg?O$lkwZZuG8#ci(BPWUI%&Rs@=TC?R-4G>>0h=4f`E*Q>d^?<c3_zElec=?Vo6Z>
zx4I5|0j#IhK>D9o`28*68sCtIbArlyQD*$a=Vc4zZ`#lwpA&rt{*p~uza%H#*2ocy
zNV9<UUDPo4kpM||5}8Es(X`wG5*UaBWzE-Q&;5hw=kiVO2if457l&I_msF>XZhCWo
zI(P8m6uU^AnQ+o8UU9Dj(7Bkk;m<t3Jpf99CLd#V<)uOe$_XKwHvxmb`~f;*g(<OE
zEMv|~b85<;n8YFz2WCvQ<>G#zVRH}Hu;Zw$Up%O{c>DKbn<|;N)2&0CC#N0;YdtM=
zFLF79j$A18Uk+Qhq*=1m#Re=19H6_czI&fx4FvD7GeNeWZWk4Khd5LG`0BOex>n<u
z@Rm=Iilz5h%`CnE?7eoguodoKFVD%uKoG#;(1nOOIRcWP&0Bge=fl++t5!$fah^O+
zT*)^kDf5}*F=Z31%_%yHb4}{&d(<XlT5cvk)CKir8D{fi5SW_zcoGUcG78kXCs^Lz
zoT&WI178Lt0;_yJlIU@~s*6NCVMw2>k!@NQZ0SNiv~SU9rkVZ)g0SLv+_!GUvrEf}
z+A1k$TTjLXry?9Jc8KsRv~xCbRF`OeS*O-vs6mxN3-nZuJ$OWwoP0~j<e_?|K%OXn
zb({P>ct2vnopnPB5x$i0=`qKatx>$cB=24hC}Nb0q{-JGYPuJRyrh8AmWdF5BGqXH
zx-ED-Ox>1l5+?U_%k+rD5vq)wZLauRZP4r{Rm5<iRsBRDh{T!#KE(w0DuZK}u0_r>
z5w3i6s6VtDs2+!G?J8hk^GDs6tkqN8e|v|?X+-+K#CK4B;1df_F#SYN#oW1%{Yv%_
zZiW=16PX^{xiqH$mRGMB$Key@y(G#XglIIhwe7y<$C!(5pjR&hE2m)WZ8qOegA~u3
z3$M@e0Ha~#LC(HgmCZgkbKF6vQ#*J9z8*}?ee0<zZh$rr!Zy|1w`l}*H!&LkJO^sZ
z2!SKoNs3lY3x9~$NfFL}7`J*Q%%4oaB^x2a|65bGOlIvU7x+-<P=57NKqMU4?E@lt
zfDibUI7KOV#~(6SZiXRG!&`101-BQybej2xq@od4mtls=G-bE7TW=}xwBq4`|JJ-p
zuZ|$R7);pb2EKNzu(piKoKz66)LB``?trep9U30g=4&UxP)w~7%4W=i=rofx_;V}5
z3?n%y)RV5XnN))9mIQ<%?d~z$5$^Z#J>RqG3TUc@#tl*LA(;oL6=wYkTFVuKdRbFk
z&7Twc>B2qo;zBh)BWX}j8m1A`#T-BQ-EibW*Py%6zB@7#D%Fj(RWS$b3qU}KF~1d=
zu@GQBy62Nk%5)+a83?vUrVl~yzkN`FtA;Qz0ABV(GO3djXQ*=gmV8f${)+OvwHj<`
zID3zBkEQ1iTwUM^$oGiPb@%b3kSZcdp}dwsRI{6S1>FK`Rj0J9G^y)gL(G3`2Brp_
zA2u#!ObSjtuN-c*#V)~)L66LDt0^@{9(!mx*&*PK0$k%>3)oVGmOFkDHl`A*$uB+z
zcywH6P6dI~P+C*cCD&hHlsDw!5y>P8hJw`HfQUBul2od*|9IcQC5Gi?5PnDyT5r(H
zj*pF8(ckFM>PnwojUzaZaKb>(>^EP^7Ry=ji&ve8scN4l_@=k*s+NQcfi>p7NVhRg
z6e!-F<ztq9)^S51g->u(ek{-|6-Aelry;s@Kci0|zv$VabD<^)iBM{VAjIP60{G!)
z&^!drG;n-sdpRRI-c)zT{|||Bz3n&5x{#e+G&gxEb?`JBhS8nNX;x{kmXeLxpz$;4
zl)LdqyBfYs-sCqaE5A&c>2`%qXku606fGb?SI_oMqXG@blW&alai<lN6#jk`g3&wm
z)c(nC%GL6vTVQWW$ioaU6--53d0`br`B2kCD>htV-hf|2xNslUhI&C!MGCc9T9Q%x
z3Tq#r0j>%czOZT&)Wh^lne9upt}aD<aZCZP)Ldvk*V}s6FvLGDC{orj3vyG{5)jI%
z*0{`Rz1J^4yuaf*IPKFenCx?c-3=w@)!XLkz5*Q#2XZnN?3QwdKX`ntS}tPoZ>~O1
zRzR(fPW`uLC&B8|s4f%!MmVPXp-b&$Kh{r60fdKdo8t4|NwGSo+fJOyA;44@w?y_R
zfnqJY@S04{Yn;+*DUB1r9EDh{Q;2;dJ$8fCc*GWr^}(5aI=q7Y<%g}QR&-X2QfL6B
z+@*0{pNa2)oMs9}iZ?;SN4@uDBG+K?q#RkCs=Wvm;D};9&)uu|=u*!JL}T(uTGJm4
zQD5LAbzFjM8yHFf97!_y?ee|;!R;L%p*pzCxu73Bn{bz-MSM|#uOdS`KI_NJdN@&g
z7%bS7w1Ww}_-FiCXtF_}54GQV)dt#GXPn#c>aW5kQ?<}=QGuw)Z7U!cTFPfd;43=;
zxX1-6`7Rp(If{tq0y(eRyq_ygg`TPtfAL#Ddr=jGWvU+X0;y>gA>Uf7?ubad*FSHp
z@kg3|U-2U4AASO5B8Q(C4mVCl3luTyuqPXoN9I8#tOOV7bTm0BlyqaXw}oFyoEs7A
zx!i{jd|R%)&2<vwh!PS-N|tY_4X41NR{)9rtlb^y-IN#Zw+7(~O!%y6!RS*c=SQxp
zwXdgm5-d*7KxCbQZ&lKAT-0j$K_>Se`4{CTrjj{*kn^27BolxfH(6*BK8-$~PW>m<
z8__4H>=xjo3rLQ67eptuMdUowbL!xY1eXHd2f-I^I?86EL>^#TEVf(8i5(>A^&Tjp
zUE#|YX>(XnzB`(eF)!`@Z_Pn);3>T~avzyV91TR<enz7p^>L@DVbsi4qpWs22BY+2
zS!G>a+QEv)CXBeNm*c&f32(-J7);4zDZD?peJX?X%qu;5kl#9*gp&kML6G9hvb!vN
zMkQPnb8kUGWa_niRaI_eZ@n+T93J^#T393x6wl3|z&*c5t9J@GIxL%Cf8OdB1sZKK
zJgYB9jCb7907S-X!h5W;LG4&WXr<FaI-6tL;-Y;F%t`^~HsdQ&)yiAQBRsS`Xhqp_
z6Pr7P{paNwBl*_ZlqskV%-dLE^kenfqXAWv4k2=FJrA@tfsx}nJHUT_0=EWudlQ7%
zfS?)eR{Yw!&k#E>?lekP*FjsDf0yNB<CXtsP#C)x_AHuBT%|`G^fas0X+9!qv(KUK
zv#RmLYMHRbqo=N-DQ*frEu?bNY1Iq6`C9H}fdT>>LBMlkbgh6k-yHzF{LVZVetNI>
zwmbzK-@m(!5Xgpz#EnJWoDID0V6^`MJEx<F?Y!4Fd?_nZu^D?U+zxF4D9he5UF;{*
z>^ITBpL6x4J7YFr${w#a%<|f!#r=vS-C18e?Tp@M09v8aTTqIJk7Ea9^`@5--_Du3
zyjIz$VqMy=>-E7E%QUQk9=lkKDJRWbP71_aqaP?9Mhb*511!l4%#}oGf@d~rcGqZU
z`bcJL;~{+Jka=zU5%5JJvi2~R=1QT-=A8Tm$QEYg_`ubi0OraJdEC?Yw}ny@+jz}#
z;i2k_srmHxg_19v)<20yN^zP0H_e&yU$&Zk?fU25`E0PdV1qm3idP$Eb8})2+iQZ;
zT%GLFdeG0QQIH+w3;cvU9Gp{gx2C`0lv05KO2DQMUu&RZ&1i%39}FV8<?iDP7fiZW
zq9XijLw0<c34PxlX^4<JKo2dXU~JCG`*-eCnyX_s!;<*U-Ql|SO+L9W>$lFVyg}`x
zbs^`Z{Kow>UpDKayo2`e6dPh+;x_#IDM3ygr)`kL<M@6aqN`34tLr7TU4Q2W9@4bC
zX8z%2v$08Q?SVH?T?AmV^!Gocb3a$Mhc%Aj8)?d(3Ge~_OtjyvJdIBH&TcUj;w@uy
zAf~Jp40i<@xp_%(hSvCNl2F~gr)3QZtHGGNL4jzVc*HA+L8C#dl_F^DMsWXc1jyyy
zjh#tLS{Y#SR48nQwk>AS8nFS!MZ~qvY)#ldw%#Pxv(E76jxk`8C<C$e3B)lLM#<W8
zZ!%u4yD15eE{Dc<CbOV;(M2R!`H?ICtdt;t3EBEPCyhirxi5l#!x8c?Np4J-+g-J~
zkBnCTA;!=EcyS2a8xxm%EGqfsUtpTOvUoN34rw9S&aLpAa*MUjrHUub-Qz1|X|Mh`
z<F*b@E;bwm!1u5$Qt4$RJi5xitJU%0isU(bpd1)h>M^X>$HWe}oI#}o-tyB<gR79V
zk!rG7MkxYyQT43XE<Ir8;}%}PxHSgtAw<;|fD^ZO>W|S=ah_?$+;+^9I|D-C_C-;&
z!caUp&^7(8B52zsH*LRc`JbRnu~ce^nCHpu^9QmLW7BbrNZA`?gbUYo-oj$3n<Hi4
z*6x()bT*C;4}6%xd)nFUR^KkUHO|dv6=8jI-M<bGONsJlq3CbvvFN9YpKRU7eFZMT
z`}xE3ACM}O7xDh3-|Msh2d;i=YldvUuaq}c4borT6exz)(5X$v1ATjjCm824xTenH
zhDxM$;Sk~J&GM?W#XF@R<GP5F?O&iWq;E!DQ;?i8lA|~w<#yL=G3ho5#jkZcO`4%y
z3;uy!@|`)JkLvc76HwiL1+9keK_QgdZ{WE;75moIfV5d9)^WO?Y<j%3wgg$Oi)-}t
zRJ}8(6r%@~kEf7J1>87i%fo$qQoLDa7xY1@rq1|rGsmF1aNBuxu3sJ{3bm)3hxFD;
z%<-rW$xF6s$#R6U@n0_T*71Z5lwUCYsd5?ei|7dPv*1VL>weB%$=$a(F@~NCiSYie
z04tLxEw;}mcQ0W%7iQyGhd>xNKM;Qp>_T$jX}^j0f9h^I7!j@XC3t<!m<$+et28Cp
z!N!2g{@X&zU{+yS(0-wZA2Q_9SroPo)P+Bbx3T@#Q;c#i8|^-c<V`ZF=h4c`%3B=I
zxw*Y}#x;5x=aV<J){gE4y__601e~QV3*ojAP55`w36~!yU)(TFK<;XUcNuoIx)<J*
z*m`dz;t!6M3MYl=erfk2^nt$hp*QV}{n<1ljju=@foBuE1`xJ#&b%KY#9v{X9uDtc
zTwL@zV3qSk`6MA^HOM!+#UC7Cb^-Us<H>5w1*&G9;BrzS0pRp~=i6p$7Vhpc?sBmF
zg&a9G=+Gf-G~-1hL7PF4i4JLr*?pn;Yqc+S@u3$$?M(N=(9JGyq`?lAoAus`7pm^+
z<0|ctWECR=SHe;PhfA?4sU8lxTz>E@x|cR?F5ypxnxpAWJzXnm`b_|}?Q3EpF7zg^
z!wv4H4HT2uclvqzUjjr-dr^hh$39Bm8E!)X{-psASjyMhC1#ftne<~*a8tK`hu#!^
z;9fktRrIEt(;r8onSm`~AT;8<y;Z{z%;ukv%0f<y47%|W{Gya*PdL|Nx+T0`4coFy
zSa0&&$m;Vv9mQ5|btf(zf`&F|KxjoNJlU~ydscDo=VX78tiJDfn4h(YB4kt1n2IOj
zSGfsMJq5W-#Uo_|+&!Cak~D`FtO0}Bi2%Gs^-Fe-kCyG7Z&~}qPi)75-SS9#1&1kN
zav(B_T2u28(C7}c@A|zPc2dNeG{iFu&Mbv+7B8ouCZ%&?l)@XMY?@s;d-jDni|aZF
zACQ3Iq>D~X4{}?!#FlN{^`RV-$I2hQz|*9GjBz*SRA5HVYV?0=K%%o<q(O^>B&z4L
zRur1Zb7s(d#~yx)f@?|b6lIc~fc|v37EvF}3G*&<?4SvB>z=?D;oeC3cFdGwnZg4h
z68s4%|59>HJ%}%35_wZKduC2UJ!m@CfH<)`@-|=Tf57Pt*W%Y0l<RSFj^@_orKMoC
znlW}2feVLV2Nd8!kBG=k^!&zKci2af$9xXmyeMp!BqIjnuL;yYh)l~v$7}5xIX7fC
zM&s|t1&z9ZnHaJq5IYG^6Wg@udxYm<(5id;7&J6HmDzDX_NH0f93<(M@^{5gwqcdk
zu6f&Bua>Q+<-0gr-id7gEOZD;LB3h=U2^4Rx-UHv-c4%lu2_*G&V`N7>sksAgY%lC
z{Dk3MNU*hv9glXz2#nGS+QpVxj+xuCm^6dVIrl>-Nnq;?^dXS``n8*Fx=81jR%`;g
zZ-Tr@5BN^nF}K$J*?#MreAhwp*{)I9o$hLDWmW(%$5#KWCNGU<i-{m{_?nYYh(w#_
zfCmentEqhyuaMoO^L>d9rF{%Duu)lJpEb=6H=^l5#SAKrrx6WC1R{85by+<;DWa`d
zez^n;z?kjhA4*wUXHohB>i?LVkT-HAwx2Hu&fHQS%wW*&=Fit9O)12!sO877MKoe+
zRM3|a)#P_S_|&mF>b6mxRarZGJHfWMSBLEOudxFih<z8>Zo)~<uZ(Obj8_C!Uo@#d
zM0%N%1o|ViY#(a+flbzevV;9AcO3{9yHKYlxw2~i71%Nt+`z9Cps$xLE$0(me=B=I
zeW)cx1qNkW_!SAKm&vI-`UUF7Yk^?*@OhmHdm7~|X&bkzle89km<)F2-%_N9BpR#q
zcNA$`JlVomuvQ|)BB(o9w!ip`F<ec1Nr*aoE!+^I|8LrmzSaSil_h!DMeGQk*z`t^
zy2ZZBzn}6`o=|%jssjAhypDVCm~@TC@%<>R@;f=9k0@=@yX=`j#NLoY?%U_e(VOME
zZtp#>&YIpW4di8M-bO4a#cCz*<pf%Q`TUf>HIMPmOSZDaPmV{Yk0-XN-ME0;#q7J>
z(iDOO0@AyxaU%MYE^pKqg!CW52#8f^J_yq*anP^m)oM=I$?c}V8cgSy9UipnCc}K9
zTTv)Uw!@+VU?%R<eO~)DDTfL?iXY*ZQ2+Z1vg7zpusXeiKa(HC>4)xH2j23Y35sX3
zv10D$hgGX#_Ge%3@jEP)rX8k5g$y7cXom&N2J#eBq7VlXZJ}2$@kGyNiz1cj3n8^r
z1X@FNrpjDJLSN)2*5<%RU6|==GK(fxtPZA3-3!REGHftT<glmvrK1fEvK!SEPcJ>0
z@jj;@p)iZ1=Cqa>=(phO(*e0sAIB%TR=d7K1&AarWs;^Uxjj0H-buKj#a=or-+co7
zV4sEc91~toTeMqu#7R~iB+}8s)rC(mEo7;qwF0vy)z=?hI@E8a+?$ilO{TP`xG4;v
z_`3m(%6_dazApL(k1~`$1qD8zzbhe*_eHEkIR;I}sOf-aI^m?Vl=_Ip%LES7S+2)0
zCr=lrK0T4Jd#Hl0s2M5bymx^bzVcVXSC6gQ*6!a3m&|uz{D9If8&pU?!5IemSnj>+
zA5;4P{7a<b$DOU3RK?GYwuD%3S((%IemkH&==yYikyoN{1h1e5DDix1W~#6nM{+lV
zfA9jab6n<LM!A#XBJk3A0KopIH7)DKOOxL-*xIe~jZS`nsH)CAH{h;X7Pq{npU>Rm
ze#PBIi}7R=qNoLV#Q$Xo?+#JSvj7lhY+rybwxcpG)Jgr|d7uwtzV_ciR8i2lt{xfD
z#L9+Oxg_5qjOj&CW&ZzaoZY5VpIEPCf5*L;K4YTr=xl_y@%Cie?L!8^ZveoDo$nW6
zz%ieu0-d_zqEItx>TFN=a<sL{rM_c_E90PTwP4$+MC><&kujMt-Aw@^MBSh7t1y>C
zFQw458(s!o!zi)bYUMOB*jkouttI+tECp9m?k%kCMym5Y>h6SS2nyOwLqJihW^8@Q
zLWTh`nhOMuWZ>}DfkKJ<O13#(8MmvDHa!!to4THFn~y)76Q-YD-eVlXX=4bxtZDP$
zOn*I^d)-W6k5b-yl?7gqb|JLUy`qo$XUUT-b~2soWkONVOAuw5*w}721^9tFouEsc
zjytDF#|%uAKnB$@Z%|WdQMZU?O+J%d0Jh;juidL~uhlDA^(kb)5h7dWJ_BuE$SJSp
z4+q+P9sYrE^-m^@FO6EK7$d>_6@V8l+`^|bm{!5rriXwc4*3uB-I{cb8?7n;<3OWP
zbbVmUu)AjDAxLTXeeT7f!xJ028$x8OJt7OLt|TgZcrH*iFnrX#P%qw<ReZ5)9boUt
z{cSS6Qv~Zg{sA*1g-1<BJRkeyjzGhbOyX^&tesb|*_Dt8-Cy|P{JG}VQ^7$WYAf&(
zo$7hwI@B7zbE(T&!o5bg+EN)jO);BIM-O_Cqn(QVTv}Fn!$N4U-25q~tg_c1Z8raa
zBy_k4yCu-rF_(U1*wM~$gj7WRxGT#Fhy*|K4OV_$#@Zr{%(+Z+gVGlCRNAdq7$1MQ
zvHtNJzPEGf+R!v-WPR<Vxmy#}IXi>=yJL>L+ClrL*zd9_@Ori`l7cu*>%(fK1oks)
zqDQfnu`S{$XwlAzc4RWoX><t{!KXKpbuN`v)b#1zV)h|8LE6|82Y{-t3aD9RD^u6$
ze#@yfnhn<i6S<t3N68718J-WwfWK5g*9E0G3u^$VX@$`6yVS+tGJchl9fP@?!GU&3
zZljgB#=g=-gZqIv^U@TU7>FGcq6N#K+BNBOK25Y%e%$c@8n6*V1+~P)WAGtKUOn<z
zUDym;qR9+zhh&nJBi|c`BLwT-p9Mwl)Ge<1!JdE_ip=g>P(e56q6Su10|F*9hOw-O
z&b!YG@Lc@amM1pQi&BETBMxa|xj6;h!<qsh5cA~6CRrHcgt}KVZ&iGU_;eOFBDO`M
z$Mr&wjUev$_G4rfu=1po+nKY~by@Y5M;{!U>-~<9tLqwv-6ich+$oNq_ic{T5=)Wb
z&07RP=w0UN^Vp5HG~8z-)@Xzlu}nahde;pQGkzG;4`-Fep*ux2Ds4ZP9u(A?<L)KX
zlH6Qx1xfSetZ8&8kOM-g6DEm2{=n5_LO<jkDJl|l6;LCbTy|BtFsvPMy#lV&_-e=w
zLv1ZjFq<<R5wIR6Vztw>TD64?@R|RQJSiS|c+JkOyJd@QsCLI{AnJ((L4N;f!d#<X
z+@`6nF2F^wB96&<lUDaN20&XzYr}x|56yHbI~t5gnrXeB$5Y&=RG@Yph_Vu>CCVjS
zJKJ-L&yO$&_?$&SeAV=z(Y9%JDXuZ<zcu^ZSJkU>+;u(_#w1>Gx<7L`HmCf}zl*cs
zyw4QxZ5xMoH#;5b(<M}?H(S3sx7HXOh&pW5(xYhp(A8ev`q$&=@WfrguN%EQ+X{Bh
z-ztWr3kKC%k02I$g?9L%&D(BNiCSv2|4-f_`m+BP^|r=AJ<8jgi!!Yg_bsW1VR54B
zIw$zo+6`tJ!sK|)`vIoy@&7BK=8Z<Gt@qLoO^UWUs@Etifz#l!%lVu|^vC3AK#LsE
zV2Vo{P|M4K1N&Am{!*@X)Qc_Kjh54F{u0!twL8Q_!D+6(Q%>&H9mU9UzkkqZGHS7T
z^E0|R*(mhxArFg;3H=?0yP5n*iQgI3x}5#)hZ|VFA}ce^Q%g<VUL*ry(RLH0U&*xg
z(Xv<P*9DEv`QS78iBZd&h*kymh|iP-gilG&^SkXwG~R_MK*^jS$Occ1<~v%L26^q=
zR$8|!hIsk|u9>P;Ts}DNb%$vU#;sMN9LfSfdZEUy+)&Q<BkvLtC-uWj@6_$b{Vs_*
zSJIskI($a0-Q61*V>2a$IW%E~fCo)>cv}rDJa|x^Lz7$Z)0*j%(XRG<?{=$+O>IQu
zs;_vH=ERuIv5dt@lvSp0bBs(4by3#0OXrv0LEy$E4V>FK|C+KH`@5uh#u-JnlbKla
z72WS#JZyKzT^3}>X*HvfC9)J4V%nV33)P0WLgU;QHs*efA=><{kxHQpx;`Td%aJ)<
z=yGPz`XmvqlE(aR%@x{1bX<+<GpuoD&;WP4#I+@4^EdrthGqpoPk*7drmP@4%g@)<
z=*5O`F)A2iLZuC}OVq@Dn#G^dTzDhh<V0lloI^_!UKvX#w4CoAvWPkI!gOm2m^?k|
zp!)Lwqv@wgfEJ4>YZ)kUxOvLv@KVb|XI#Um8uQ!q*ZDhjd{NG?L1KiP@IX1xc_q{Q
zK%?QRsQ$6xstb$i)>1-p7PLg_yY?EQx7CJGJmTxUQOU8bMuTQNVWzNRo-N-1Mgec-
z9FvJ3mA}XAFp@E9K8bZ_ncD)~%l3Ma$aG*BL$JAuEplQz+1IOeJkys$Rs9sDq@Nl8
z9a*s~{@Q(H^5~nq=i3#?|JGEK59YAtw@aSu>R8ov1?X7L5FPifq-@;oW&xv5Xjwo~
z_a*29U<U({naUR`0NAGs(dS=HntD7u<z9Da7PVKfE;*rs-tj?_eHs}_XPmxk-Xgja
zBwffDP1&{$UL`F->j3#Q`1|pILlljjssGG<fxG$86rqD9KRBvcUD>yy`|BX*uj(aT
zAE>M#17x9cuK^?;&LOG0G{NQ+m&>k~GF{lc;a{hX_(6Haxe_$`a`QANoT20mwrP?K
zx2SiT;b;rOAq*lBT%-il0pcOhO){R3c5gH2%C|SXPq5tqB&6S+$?*)fefpjdHp9Il
zb6y1jYkNO3Vk{KNj3)^*Rq8tCN;qsdy{q>Aq}!8F+KL3liN7&I6>HIdqsC6?gOt^9
zKAZFxe<54u?9+YS(T;E+T;cYTuhnEB<E@L3fl5RnUKtH~WBTYAA^s8{6Q)~GmS)qq
zdslF(P*WB8(u+FBfvUE|h}p{EhqdLu=rFh04WIOvzVIfFS45!>xc3@U4F$TP<*_?h
zCnY{ztoHI~5!lQVX8>e-0iJ|^ak=Z&02Y>*YdtKR_|Eu$2Rp(lfZE=Q!miCf&~h?)
z!-CI3$RuEi_?xL;6w77Z!6aT?S>r$Bj`sVoDxZBr)FpuvgoOaiSNVOzT5}^Ex@lLp
zH9I<G%tFcz)?yv(mcSRGCrsUm{da?dvfPJ4a0)GS--_Sj$(uI0%G~zF75rA0A36nd
zxk!^~e@s<PjPkH~lW~P{$-B$oqI%8bkzimn!p(Rx>5^?{o8q`6g5A|aJWc(NLe8<x
z?$!7PqNjvY@p#_IN;|N;o5ZbL*@W@$pA$L5kQlbWP6i8#Zf@>Vi?jyfITd;H!Ld|?
z5+VSG_(Yn;010K<GOx&s%7rG}CW;IbjI+ThxD&^98*qh0;ucR}#>o{O%Z}066m}&6
z@Q>%gaX_Usw=O}Bh&Oe|B;@yUvpVX~C+dd8^UP4u-)<ij1F|_;)iz@!1c@VYK1JL=
zJ}~M3$}iPn(lE;N9Q_701-1&_AW^;yfkcN>wXMk*k<e_Ia9?>*x1MX7;Rt2@XU!$t
zRFFKP3kyzQKV1o7U7-j<Wb?~5hwS@pK6Pc85@c`~h=$ABq9XLm_Ia8`;Uv;hX7Z_-
z=x%^~$RI!|jn7XU!f}PD#e^dk3#FCF6BFjxMn6e-lj)=Q@eP{9&t+;CX3Q+=(zbm=
zQVbOSzS5-FZooJ}GfPS~D&MVYdERtH-I1IwF}wbKst5TGzcGJw)O>+jAd+f?Ep9BV
z8!AGCu<Ag~$(tX*ZTxg|bMqeN!tbhdSzxJa4;=pWPG$9t*ZJ-WR7(!w_o2o_)G2;y
zuv$aQI8)hi^oI(rwmr_i87ymVT(^~1G9_~XR+o!jpzo=cocryK)lNlvME8Gdep&c)
z8A|^|>kUPZL5_j@1Vh%}P{&A`)&~DpFGd&sFm;|z$S@AQ8}!>yYjLMFSQP*hD!@VD
z8`8T!_J=C@jR}KKtq%A-QJ|9$X$hk$RIcpWCjE_nujZsu{Sp843u>y#;5Sc!vqt6)
z#Tfm>*)*2$^ZT23I00LA_IH`jP10}UP&ieMUzSkin&%O`^9w7ecrUtS<<FV$yI&4}
zk5#1Hwid6W2&K?M-_yv(8)*hBsfot*S4c&P9L^LLET&$3YmIOGZ_Q@??JEVby+LyG
z!!Hi)fKO}tTMWopV{G^nspog2Bj3NTCMQLOEQ1~Wg%G4YA?h-pRgVux?fZU==U;2Q
zcW|25ecQw3?3w-gp#G{tDgOU(f4h$Li&X*;ck1O#4?{1gN*msP4@+j_PSqtYk~kv3
zN^o=!RHZ+E`_;S9ur{$guvcGu6&;r%me0z5QcJW2Ic)md_5)ei)g`pSmm<cS%8BFK
zdvH1NIL{fPnVcv<4lW0?o-t0}+EUx)RrT>ZU6UR7tC>_!rXn`T=}ZBHUNJo3CGonj
z^;F4<m))KZ>kpqzg#t%m7hn7%VoQU9ctaw{t;^55iOC=YHX3BQVoK9Ev1L1?-#Dq6
z#4dCAHb`+r;;!`n#q0+6{|T9V%)<A|jX5l4dg%v&zMw3yaY>w5Uo|#Vu&+rQ^KE<Y
zUYm24$bw7m$SRYX9PxGnF!=syoe4u@qT{dli|!K#+iM-<l+MZ;<4@h6$Tpi$xH$5m
zRk}@z1VeWpq(vcjW^#kiEBc-pMb#!!_Y16_#W(J&zWDNUr13I_4G5-SVg6x_(Br1Z
zGO&cu@2DGr-F9zstE_TG<vjmsp%zEponzArpX4ShH}E#dtr`5+*@@%hdIjp?S>-gZ
zgt_15dmoUqxn2b6g7^9F5p4G87Sc4C(g!%<A9`?oep4pBay2mhgTj|b{H)7M9;=O_
z%P|TCjSbFX2qQZr=M4FB99*56#(K^;1vKU)PpzdWtp37@ubmY9!d|cpwM^WD_h+ii
zT|2uPQV3gg0Rog}{QM{dz)cs~u;kM6aZZ!(h24WXAkf@d0o3LPp6ZB_r_k!X)JRW5
z2&mQloRu8*AmuO<?p<v*gPch*UB#gom06DqC+to!5!?sBGM4calK-uLb-_CWM$>q}
z?4_*n+B9;r?0C-OocUV{FB!;da`TTxJ#M{*ec$QFjFiH~CmpP(8IeWZpri3N>FpW!
zYZ#Z`aN3FWN}Qfy$kI45-UWvAjV=zXyiuoCGkC_VA_fyH=D{4kO{2}UIb+aY<IE>C
zs~QP4?&>u$U121DATHOM?*6Xl8m$@M4ovKgwb_cPSb+KO%nDA;`NS9P%v-bq3xEPJ
zY}2S`*8s)p{LB~`l39XfhIGh`y<{@=N^F-R-52RS-uf<vz+(oAUKK-e*pbdTCKw7Y
zE0rR7jy<k?x9G_}!}sG=-&TNm*XIM!N(@*$1`-h*a9<Iy!oO@mIjKFnIIj=tjq0oF
za+2He3(9DN^0vfym=J`*!Jrb>hS4_}Cw^F=Z$1Y;TDWtcR-)4UTxuD8i_7MAZ8VNh
z<0I7~8tg7Qzxv@Maq773TSISa>n<u9L+?8?UgdM38Zv7X(`%<5BU!~*vB^(rTHaMr
zcy8<rZa@dHR+h-DbX|t!xa>2k2h32c@$!clKg1$8^qQB<3uUn7hD(N=Wg?(8MInlY
z-CcIpS*4wYVtES)v2mngIbOn6d>K9E2ZT%x5VXBe%&tY6U*k88P}hsycifi_2frFD
z;{X0(wr$kBWc>T!`uz0P@#ss<9lQg9kRCuWD9<1o1fz=?!*`YMhr~8YQq3>QctW9B
zn@oA*ed7w%*Q2kqha9sNOXOtqDE=okNY(!X%WmIh)UMZaOjb3@^(U(fAAh3^=ulV6
ztVXoKqtuhJ$-##6vC=fJmhC_4&PyLHn;$|vU!8D}Drebu1c9lQxK$NmGvUsvg#F@-
z=CW7jsfi#Ietso4AFsts=w$^>DF5Nyo(xRdMqnOmK)zAYgoX8J=n|v0hrESI8AgEz
zbm@;YWzr6i&hG;L((QWiY^ibQW<c_QPzvAb1XS*w>;KgD0VF7CI>ea2E@a;mYd=h!
z+qZ5Q<*f;wSO5sOCA!M_l_%n0%H5O98o*NspzaB82K_Qlgb-=W^6pVK2Zn?wfc&k2
zo5G~fp{Qti;7-<`a|$2-6j;M2eu}?@0ee@VSjR&!NOLXRQ}+WKY+iI&-RYYtseI~G
z)|EZFNSQ*$=79UM_ENRM{y7jmcLQrb<~U{EGws^wmJmy3@mRU+`lti+0p3F6$X@r(
zgb-if9qzBt=eo_1|5#-|=|0oViR&6bq617~H{;!wz`c{XIZ?Z9c%v#x&vSsn6~Uz<
zd+v%P15?U}^Z0Y(5{C|NBoxw3oCjkVKzfFB;o#-tE6UHC#`%OxG(M*iXyV?GtD_mR
z6eO#tp1F7k4|7&OPeBs3AYZp3h0Shsh2+pQ{B+`UVJ29|d(le-twL&oZzs(cEg53U
zx0c^HhV3bO1+&LulqdX63(B9S*XMeC9Cd;`c$gTlg;j-?LG_4MyRb(n;&as}Ftgeh
zR_-R9h9FI<M$fJC63oDs%=jSaJ|xtH#3SAgSro*<wz^85B0y*k)|4S-qZ_g<IU+9;
zny+TJ3*ZFE*MhR>U+(X2T@%Heh%80m3UVtvD6{C9dU9HxW@A+))s99-|1=-{7Yu%a
z7qdy4xr$3UpvP9K;;E}k65o2*3bIQAwo>w-{ek%DMr~OfnWdmsa&P&BJPu>Mx1w`k
z%+(<90UI41S~XQan7(e%X1QlF2f>hezYK)U)|-vLL7?d?^XgXCW74F*LQNI0$_BZw
z>bc3Nq5BBy(#NPiSvZF9&l7;sX8SCHZw!uPKmBZ~d6IMny^YfO!v!tFC+4`m<*#(+
z=aSCFH$mGOr~M#&9w|}$5S?U{(<&ZYa-P8e$j>4$2YEh*KL4WOl`hcJlC#qNvA+_O
zn-I#GeTLYb)><{$L7j%QKb(RRb~o=`o83VZe%pq^u$cfHOGDXoHgR@xiE#?_XMA+X
z0S}a!ppLE|uB-L6jJ*BkK33Hcow<sOFU>L$_1Y}NDyyo*tyR$gSUBImJal_5o(6B3
z+x=u}DaWP~yNi&#x3JJ<=GOWevQm<PLM%nVNqy^d3|U1^CTC9+_kjyFVArY1z53)v
zkZXoy=my!UAyMyTv@O?d(7$#60`^49>SqHvUe+`{GNRl%uo>ew?dKG8#k(GI2%`Dh
zSqlGe6qf%d<9o~VQH4VSCEvZ*1n0)6Dofr_sD!dA{(~-2_cX295i7(!lmGJ8(-qt6
z4eZSJZ8>*2R2Ppl$3s)+vPU#{{rp4FS`ZOTtZ8IpVBoxUrd2&2FqUAgkfQ=9;u!uO
z^XpV;areQV{Vm0d1edv)CDET43*k2q(@7TrJ3D5l)ANY20Oqd*GkZxCy?#<BD5F>3
z=b9J;m9sn&`4QfJC9c`h@wo2AfQwV`6wlsu=aXbZZ-2zr@}e=i65-M5)cf&=JBBYT
z5ubH=$0?m*n8{;6CEyNLYmCj9eDe!yvE1)RH4G-G@5`y0-G*Cmjma$$h8uJ>8C9iS
zUZV@Z@ik~;07B4A1xJs^jCCfYx)t00e!s$7U}{!yiQOoan+v>7jKY%&Gfez^QAQ?D
z)&g@Dje&UEH*^dml6cV|V5@5wf1xljUD7?Vf0t_MOZT~~xxR$n-L@=s4X8|eAif>D
z;wwdHw-zBgz-2dYqI%-EelcZw*H}?4;rfjI3FQ^r_i9&_b@S8(2=NtE`hLF)OOR4)
zfE+QL*OYty{_iQK%F6a~yAm?m3aIq&tok-qPSEr61~z>y7Y|r~!Is~WmV_fk57Q6k
zwx;~qKMH8A-iGK6gs0e^uA3y2>=BnC`;lV?tSyX<aIu;U-BYhk`xPo$bGe7xm749>
zn^+vpVvU%Ip7)Hnb?t6(2#dJ24_*A>Si|AEC931+MG8|9tWl=`Hf&=BcQ2Eb|JP9>
z9ZzExQZe5VTSGKl<W_uE6w<uF;|ck)*_kafHLl8X^1$CQvG4*4d-Ajf5Jb18@p{9%
z?nqyh$TdJFEx^Ui1L+Vxx8C8^wh?TGwf6^y>cj269a<8w6J@S6T{*a1-0pY-Y*@CH
z$wEQBR$73#P}#*etu{IAL7OfAO3n^a4;nEBCesRbC%~%@A0cK<tsFV#U<ui}^}wcr
zoF+%?de19!b{+`{-1YI(BaW@^e!p6u{0mIkTe-z1Qk~#ye=7n}DUIVhG87(^<bz-l
zT?en%+%kTa43tML)$`Z0Car0UP(HmZ-P9Y=`TG7Xovs-X?df7LCM+Pz8PS5;Q`>7;
zyGmMIb)GI*!f2X^3MorynfkpJ1(1&euLoWGMAl_oU;0YwCdZAJ=sLL)R2Qn~n?LP|
z%U)(_uigSl&COGDXkG)WK|-vsWHQv`JG<8JB7d!rxrNjSJe{FGiP+^?cbsy$i{v;y
zgwy}K`fEnmrmBMRP^3hk6waMyB;vH$e}dYplj``v>7dKn%Nzs<$U8}<RbR{4zf0^I
z6LtlUzKwHW|8OXOtqAvim&w*(2-_q7pAe2u<#7p)bTc_M#|TK-ADJ)%<{^?oY(%%`
zAMU2h=t0xPsQk>>e$B7Wf4#I+W)<(I`h)nqs<irL`2>F|d}Ye@Le7bWR({5%FlRsb
zD5TPn_2YQGr^s?e|KvWP8}>s*VlqDp-mkvLHYyuyw|>@1oo8<Hw_3pe8=^$^yz%|e
zw}rxhEy=H^9$N1w8lS5b;iVk^SQI4v2jpS;Ii<^fb{BTuAFlX7*xu3{a=enL_E2UW
z);zdj#rs+(UT<b)bjzHVfcbgxrB`5zTT)S%Az)o`IzL|5VGSDPuPg~oADkL|bJJbn
zW6O{n9H$%=$PeeS=jsm7Tx&m#W|@lzMP!z_Rv;OWFT8T=d(vOqh}`j94tMyAO>PX8
zzA87{W2{=2foR}8S3lI_zwXT(Vvu5-V%~6ZE<ia6*d=SXG8a)S5qFS=+<o%Gj=8?P
z1#Kzf*et9|UD|@;HmM?-uJ>&_U_rH@DjyvAhW1s(%3gt+STElwhgv3CD$z}-n{ar+
z<>#5T!sa@2!sG<@1>^kPac<f*Gp_EhLnQrNM<o7{5NdM+rIQ4NP}V6G84rhz&9Q^H
zenLItPmM~EqAQ8x)4TkbzX#wVY(oI-pt>7CE#o@1RWbm&-Rqdn09pPgMZ_0KxvGH=
z`7PM~HR?QoSkR5z>2D^@Q?+y6%`40h`E_btWzYuqujmM*Zie%$amIq3+ohVgrJ2qh
z0PT+4*N8|$EP^wZP1Bgi(Br5FFDm@fGF1M3girx1Nl?R$w;nG0<AhCD>irYNw=K2E
zbNi~Xa6?dhLj=ut8#;Qb@O00|mDmqnhz92F<&g`zM>~fu_ZSXvdJB%-6MoZtLNIpr
z0vtG@wsZ<Mr_I~>Z0QTz-QQ;?t6`__c^&{7yWe13?hIJ^*7|P5j(AjkqpF<RyTyDl
zp$n9$e!kj+8Bak0Vu1nhMpuGqR?sbSn404vFC@oj?G{t08LpToh(1zv%lV?*_gr*8
z|A#7Wu<*l**~Uz^d$H1hxEoFakQcg>cKE@yrt<lK373PnykX}~-o$)ga$-Gwhr5IK
z@Zc4Ja)cUBBNo~6WQV_nKhP4C)z{V0e%lS0mxTwL>>B<lOq?E3Kcjd$!CSBbh~D^#
z@)S%zU_EYkzp7x3VaPHVD-WsbO3pF$;Rq*MZt*Lhy}wn3UJ$JYWrR{Dm7}w|{^3XW
zFr(>6?RTvKZrQElypx;kk5yEAu{ZHjrk1_|mA%_uSgAWsE$X#tfLiP-UexTq-}Lo<
zoVKEBZ-5Y!Hx~lX`!0PzC|fVP&ge3<3jA)EzpVJAU;vS$GT{iyKd>5`_6<ZU`1j5P
zorGWnrlHJ0Pd6W_6|lvhi{PP)+T{849|W!1f*+`(9~od_<U}`q(U_F%{Z7+e1DvP?
zunh+)K0n2m6<<Q{7?b{0#>lTH<^OVtP@&`9<va*x;S}a=fW`CMLJ~iWczx{A#Sx|A
zr89<GQ$)awj(>5<F7$Vsw;}u9Oxu^QNB2u+2SbXMXan9}eYho5yCNCZBAES~ygnb5
zs|RfGBJ|~aLBF%}o^9K<sdaWNI`Pl|0(*&pM;@Jhk*||6SB!k*9DfyNHFtI`CkE<8
z7Ut(x$j%Q*h%#(roiQJZES-XO<(YSUsy}IuJTl#oX!Z@3Nnf5Rku;-bTG*V4Q+ah(
zRw-My;*)WyxJTrjK1vO~#wOgGNlWsSIiEP^SPp7$9H+rl!K5U*d=%`=34hV-d9w+c
zjYpbo9_oe(%`$m77z>H#>9H9T7qkuDk4FJO1^s1H(fnO__pOtE<NA)5%t(#C6_$|M
zXT`w%Mh_g2-t@_;#cW1#cNqt6DvCpx>(7@5sfKb}6fH492zU*RO)qMqCfMNmdvSdi
zNPKuFKcJ(Jh6p#z&4AK4GQ)>KG=Odiq-sAI7)$o6Q8@cdW?>H6@9k`$$#yI%{GTN-
z1<@?0@V<Tt-Fkt*{1jA5H2%8m>FDU`88Nc5G1Fp6UfMrP6SIF##y<t`@tZ!CKtBXC
zDEc3JCrcPHyh}aT)Xt!$ULrw@BQqT=K)FtR?611J2qwVXVIF$?uB7Jk5>kdXfQgC}
z4(Ni>f-lW`&TI5ISsl$|_f6d=*wu?ej3J4o{07<2m<o!v6TGF-1+bQmnt(p0=xC$P
z4Sjj&ku*;(Wv}Ed)~JK|+3(_doLkHW`RRL9+%OQ1sA7V1$Nu2#NL6e;eDtJ9HzXv7
zA`yZQR<ESou;R8U)B~50Z56_qQg{LnPvgUK+ev|cOb76TO~B&Qn~?3jlYDWczruD-
z<i1Gp^aJ`AKx0)V-5-z@OlsMBHTtGGZiN}U;>IpiS*G0Ep;Ur$lY|!3(+MeUrST!O
zEI?a`muRN3#q8Bz!4!g9_XKS|L9%JKwS*ij=2813uGV2+*q^FdajT(yEH|~5;nJrP
zb+m}h<H6Iekp=T2)Kl%&kxNIIT)P?KA?vlJ5pf!yX(6ZB3g?HWso`DUV$_R^aY+D7
z+Ac?U8ijJ6m(FfiyVi>2()3}MF)Wj*D5U_m-NNcqDKy>GDVLE^1h6i9+TpzpbSFox
zA1p@1&I{EsQ0429YjKYSJ8~yZER~r^p?~LzVNdz*TIL0;31U?t9sxV+YQ=5v2Gfyu
zB%Vva-x!S|anR+z()Udm!L)n#J#ZWSHv*lgNJDY5H-~S@v3wK<G4}zhp5k}Z!^7Qb
zjUSsX2!M7661CL8vt}~7%KqGDw8>5?uK;g=nod`?BAZk1`f<;TYTKuB27~R_h1@$v
zlUVke`!)FucjPF*0w2)rg(_yCU+pw=T<0G;m27)K;UT7htujY`$Ym!mj^5T`(gr4H
zr??w$A0zKLzQ=0^lfXm^$t(>4>wjb4bf<a^&B1hd4zBLP2vIC}5GryuEZWa$=hz#m
z2I%gTO2N8Y*g?T{)NX!?<hC_JW<Gx)D5FMbBISWqNEJ94Ux>WU3e=%|Ka$NXP!Q7&
zCj*4Fqk=fMjMZ<2OiyixnDTw-{&!hsYOm&O!+1-2rXCf>s+sB<Pp#oLS};1+kXBO$
zlCG{vj>7+4a*@rekZ)7aW|H^%*I5Izt5dLbO}4~mN)`+B6yjkec>o}@qin(r-uF2C
z)Ra?~#Gf&|%32ozRz5RhnXN7%Edz}^HyV7A`%R|o_*nUM*{rmRQH|B|j0%+Mc1!+S
z6Qo$3O}{85fnJh8u!kIj)bV4AVDx6s6YR?=%hK-8DQz+U4OTe&#4Zh7@N7fjx%AjY
z8b3jzyUW^2=4UNbLj@sc<viIWua7prf<BiMT|YjDmY9PrJpr`>@x074s&dl5y9=R(
z;LXFJ!Ly*BQ~p~nGiX2l`bSMjZDQ=4`c6s4ZBbFbq#7#m*tkSyx-Eh_#Rt2HhEF>!
zMpH7sl(ZiXbVJumrD}IMz+Tk;6Nm~87&q|F@js?4;D65WlrFavJa4(Bn+d=N81qy@
zYf5xE+EX`zRJTsuFz4nj_stP7Xba3m?$`9QE%o;XqCV9^1&o-I@!tIOhQ4I=s^2PB
zuaA;Tg_%T6a*8no8jd~5kIZA#TgW#cmk>;zbrwOV@&6<3J=>Z}!**e3?4o9rv4Id3
zgi#b!no3B<iij9Rkq)CMNEc}d5Y{M4Q6T~YD3N3o5RoR*Yotg(N(7{r5LyT=4brpb
zy?ypR-XHMnFMjX{kgVM0y3Xq?!PiIWSsu57gR70qh4(>UVWbV8vrLZDU)1Tlc?dI~
zBXG`*NK47b6V_%Y35O{oLw|w<%x$O=`1I2I2nS-$%Ckc0Z2V(-gY$8K33BsU08kTj
zd;J8SLvqp`(t4P4%gG!G^!g6nI>|DH-@Via4__mzrKW6;Se%N4!I$RB>HFbEG}#l`
zbfX)HK7Zg&`0ZxQ4>jkyDoDnI-itmylv{!++`d4H45)m-4$?`iwLm&Gyb3={G@xQR
z>i?!<b}VKkh-QzqQlZxeu-d62BWPizrB*QSc}J(yu}mHxX(pbZ#IDA~p$;mD|IXQ~
z%_~Y5^%fJM1NbD-Fgg$vD?dT-43$(f7JlkOSJNL~BM1p?vuTXyE|-dX1C6^AO$H){
zxK|S)T2FN~%mXL$TL1nydd0Vi6t$DUmaVu1gaq);3T{@!pOhO<*O-i%qrmL8Rs@oo
zOq1!YuA#^Bw=kwcvp(bE1v0CiCKcZ_siOe98GXLnPo_7bV6}>72iVEBij3tRrte!q
zuKc(-AlK7)3;J!?TMv<qa;qpaVLWb>IN>#f*=xG}e`U_H>i=+1R=@14*)~q!K9a?V
zkso|FSAL(glW?_JHTnX03U9xz3j9>Rw&Z&K=KCqLr0d%rd?+bjy{qX~ooZEAq4L+h
zs=%Q&<}63Z>wxL!17KXvk*r1gUPF=U)%5^laz5@xW7W;=_oaJ9^~?P}>XTPLlRD0u
zxV~myiohE$G=f61KCKy-b;veX&F1;C&tEQV_y~7}IP90lOzfPu431Nm4hk_Xox%7P
zUL^8Wa0LHMvts3Bm2=<ftF+@GJjBJam`g)`v0H`|Ef*uhlK}EaNBj@mE(@CIZA+u9
zz-|RLCrM$^QIiwe&%^EXZRg6Xd?{;dUu<Nx`YF|RpYbWe^tbQ<LZ2j_8lcRHC=Y*E
z{ImJqhtY@9J-4gtcs7j|`6k%cGx7W-zN%8L-{%^%v-|niqsm}n{@$-xJcs`L9((Xb
zKK9a&BU9Yx9_VAdO}Kz-c1L{;-WvSEe68HhkLWF?OD4@5%xCbF0N3t739X2ohK;H@
zS+~6}TtD0F@O`ZJ?XpL@ngjbuQ-j5j3|w74I`7%LCk|D06>;0Cn``jQ`8LXC_Rx;L
zYWF)YYmEDn&cOLyYG7HN>Tw07Jj{{>J`^C+XXHnZ+$^BxQ)>uzTzBR@&SR8uF0Q(%
zzpQMipx8^<G&82y%)|59Qmn@Ei3o{kL4uyxA_Fw_OHz5#A9fL7Xb223+giEVjbu&A
zl_Z;z;-bpRr`>99hUD(BCom#G4Yde@$I>yC7OAh6i&0f48S_2ubid7FSEgI7&}B1D
zSIw^}wTyAE4DJr8u1ySqCos}iMxgRqIV8y1p~Fvj{Dpv(t_a-PaPH>3_~$-My=Tt5
zE4%zMpSSjq&Hs9Oy=!#_4P`QkPikXKgR#x}k-&H4L;Bv<h&-|h#4Vpl`A7Fa(ia<*
z<i~rpvfj6Pd}d;()72T-Kn*1emA+zmKI@Un5zWPzEk(XI8JK!}$m@_s^<S!c{Cwn=
z6T@q}Ie^A@d;x_4y(32h93xH|*?>Vhq8I~j5;TG`@>OHC6`BH%M+P)FYCrqZ+?y@d
z;{>O^uI4gm$86c5&Qwgj-wp>{WK-F9Pap^z{DetKy2_r?jN$PABs(m?lNlh7hHo3a
znuFg;nfUeG1Sr#5{r!Ob<fT51ZpyXdKG(9Uc&`wEgnZ9TP*ylBD5m@r;B65$WA;5n
z>V;czIkACsRl7#!Deqm4x2l|yJDz68Y?CjhVo*u=m{=JNdjcb6BY~1@k&^Cz(XcAK
z6e^5vnF{RZ*$B&`Lx67Ev{P}puWcbk8H*fVbW7jH1P%Z{b7{UK#ebj!o*uu^*gKQ0
z0By=q<pwmmE3hZ%gJ;B{Pu&`le|vmfEUB_Jm<8+!u*O7V(y78nZ_hcv&`d;C?$v^3
z#?u;qnW<y`XaQ+bCrn{A3x07B9wpMRg7#9d-Upy{hpy*DJ7C(W_pAfu#N%Dd*r#MP
zkN#Y)AL4azL3yO^ZAPmp*#GR`P)0?au>#H*(F;sD88Xs*VpW=9w#JVe%#cR<`mYM=
z+HB!Laymk4Dc{AvNHX#s<NUPlKb)+*>4ikeS{#FN`gdNcp8nR6A@;jTC0mf5KbI``
z<3chwB6!vC;x<MoK`LTj{UO0xY)ou3a2^AkwC<&9rGMumw0nJg(QO$Hjw2qODTTsn
z$^j41{pSb(vnT|XLjEwTGj^uC;o*;mI~*_A`wdtRhK4R55l7bpEqEz)gCkxl%!YUx
zi-;gaEwfe^e>77!Rz_LzC9a8Z?f@a7U{+HnS>f*f`j{bQ$mvR|2?hJ3kGjk+c@;h7
z(wHuhHKre0C*~I~vYN=M>8u`I-*NM!>h;^Y;NB^1&RYn*0rZ~d!LmGfq=DKmgv*u}
z@Dj9{`i`7Xs1JS!yUvGU#5e2KeX8gS*9h8NzALA0*!+8`9gASu6VVjE2BNU=m;uFP
zb$?QH)6Ja9`Ky7)7!3;OM(c9EA4n7&!mJf5TYa)H-QL-^<#HHxc@eW%cNtIjQt^gX
zfZ7NMab+Y?Z~qH)S8sIOUKbwZ@_mr&@->R9n8`*yGl=RBhbDFhJ2)w_whzI-%Vq)C
zCOzWMA&Tx3VJg(QwDM0eYO8u`X|AdvtatTmUiqF|9)}{7<n5{sKdPggFcUj6jS@;%
z$_Hy~GRMH_a{&t+=U*G4kn_OZcuUXJ82Rez7Z31RF0NLmL+d*JTXlFL<j&_S-iH_@
zuFK2=2)TF^R`-y)dPbZI8y9st4tdn?x43%=3J2Lz90)zffM4^MX4%M87q8^$2T5>^
zoE|^1mp#rlzI=-!-!baoN;jY)9md#X?Vb|E?z$|^KEypEQURScG@1##zboqil#;}X
zbcb7Au&8I-ZGbd{KZ4xlwsN@i6@6qm+Ha{@HUJWW^|@^pCESZem^h>iY2Wi#Z6&uB
z&YiJT!EQQj(h|#h2i_44Lsv+-2jf9J>X!#m4tgS-owSW!6Yq74>(flR_ra@fOKp#z
zd^f0@hHO8lZHTB>rI2@{2}xRtSrQT&v7|7jldlG}cH*>8_$kP@oD&GuErQoI%9Cn$
zbmA^9H8(U&%>8b0QoAOJP}iCWjd^1y`5FbAY^QfApadame`8mxTbADZ1aJ~WH`bF@
zstM|dXcNPZ*_ZXVZ_k`NVDipSAUxpBko$eE^|YNn2!2XtCY(OFrVyM{35(Jvp~ios
zcZ!J(RfRDIxbWK_?dp{V2%k^RJnn;*a}qRU|E-!+1}CZCRQ`kB!#^VUaw4sG<StLW
zXYgi8VE0(MT`UNXj#vG#v=Hv#Emf!Sz0vi1UoOB13M5NjvGp{_=V01l$K04KgvWx1
zYzQ2XCz@j;lFr~YrPi#NK!u4lxzEcYYzw!Uv@axW3plLrbz@~uKn^rjj^I(Yjoo<m
zc9SJ6aG9B7@(18|+_w2wn-dLk^g^5&bmKlwuos@J#51s`Maz-z2#HEwexFB2X&L4o
zidXS6^!Y$b0d*vPjb!w{RTZRBw8^1X!KM|al}n=y>`d>JQNmui-JHB-FdH5!TBy$T
zwgFL-+uJNbUf6q8*_Ok6;e^nnl2v($S@L)nq<y6nTJqzMPW_ZfF4-(R%(A4cZo8FR
zV>1<=VH^`!xX#w`%s6M4hy5reeeFM|kE9-N;Vndm)AzEech#X0Gc!PAhc8d2sBfX1
z`<w1>XaCtHm6EjdAhhr+!T+cqIJfKuTVmlli`M`i;j1_0Ijg>0aRJ0W5%}V!a*GCV
zHeYt8Ks*%hG~|K%JTDS}EYemXxRAjNMFF_oiN${Z2p{YTM4y5jB<a)BPvf)Jq@*Rk
zFgEfNji;lU@`R?ZuSZ5761X(EY=j!rDPG;6Yjqvf$ULMWA$p)YWS9|vVd!)<cG6h*
z&Z`-^?qKpAI%PCw7}YR_*y?m2GcX&I@(|17@G(D8$3mk;q{l_8gn!wSqUYD*w7=i3
z7@)XO?()NBFmwWw1lxgzOvIL1sOjE_rA%b@xpB>&Yw*^ncrBDw1txZTU?RgBW#w3^
z2s0jN72eLwKV;o_vabh5wn)HupQF>CnMeHQb7NzSZxod~<~9>KiTUmRaYE|F-rFQB
zw(@o`ITV;}@Uj)6&+oHN-ZWj%@_SZa=b_gof1XwtSL2jle=ut-V@oONJ&kxJx<!B)
z4+Beq^Xw+~Sm;mI@O%B3tXH}=KlPF{N#6(Z`G;poXsqtDWP~>2$oYdDy%wo*J$g6y
z>wl}FN=&VfKs~y7+f`rhOS>eeo#(4*g6qHt`l8dBV^5nMMDMuc3T|VEbWmwO4nLmb
zWFADw(ikz};5E`N0XJ!+7%5|`-OUWS`PAF7RI%CA<_wqhq~_4X#)ZGqR0E48lZkw=
z$D@H78VDvjwwGR^@40-^HjGA;8yCmPZ@;Yv6AM~?i6C2HKp<g+naQKp_rnngD`7YA
z*AiLW<*|nH;9fLQL4FC#+8A|aV3+ggmCn}IIZ|(rus>#ZLfrJMUg|LQlUp&2Im(KI
zL3g@0-wW-UM&32QeFjCJ_+erQZ5j1G4>AG+No|n+(rIr{U`!R{9q|s2-jTI|UpUV+
z*`j=gr#c(zC^e3A9_kD`iF&2|>2YABV%Ht;;zzBjV9KtOm{GJ`Vf)QNHOa&Icwi4O
z#yCq-le00!t_l{t7DI&ba*9~-`<yL1e@|0k!0o(2vAb=gV?UEhT<~LIg&2*gLBUVs
zmxAQdLnBj#bd@a@(jNj$be&OT<9D;S;>TERix7rSi2OGb#WEyB{WPkzcqNgOjI&d1
ze6iAEz@Q0_;x~J_l%EMv8eCwongM%|E}BmZtRxo3>nUN!umY4Hjf^Vk^<F~hGh^Yw
zgPbK@-$e|LgcNJQGT<ZUV3qMLT<G=c+>WJ2>2M1GsF==T+5!v-t)PBH2@P<>V}7zb
z-s3ub5U;~A@sGj(Xu$3}g%7k}v%bVWAQp`$BFV=29_WDfrmp7O>6F<ZGJ^XLtX)-c
zi52F9?pFlzvf)!|7d%;SQ|@&)Te!?a`dxbH-#zGl+QM784^v}B=>F*z5~!`-Hx*p!
zN0SRTSv6hkfFXIpM8LTaAOC}yT+Hxxzk}mM5lEBpE~xB99|$~rir*rP(_uP2v%4sr
z$qEp*qUFKFy&lN_R_$_3{78sU+V>(yU?F9+PsrWJTTzFFq6bd3okWubfu@W{RT$*w
zSkIu|&~$LSy}&6TdjrR2(0@ih-Bivzf$0>q{<rE#k9e#!-TB71Z^sb3F!S_w(HgN6
z6R0sYEoc=02d9>_{@>@L6J?F93)fHWwRuZb)Jj`;&~}_Jgz!xCxY5dTsPc<~B(oH`
zQ_%O1;TQcQoA2>U)#{v`I3qLNySGt8e$@neKTEn%*2ziD(CkK4%7%dpT16k`cS6Id
zSd`Isu(?q8fxISL#0bU6x9D^>nPR_Jgy=op4Th=_zz|`Av3aB>VMzSA!9)2cboG$%
zZ4z)GW;J4j+jYc=YQ{|o4!~*h81<RKR9Nmt4FK~4nIv6=Y$t|7<?yu6<*azr@WvIf
zi<HeC;A0TD#HAq}g6rjyN@yfINew8AHC2r})+<C>%b;TwiTVkl=<o7L9k6`wRa567
z?U5BFzrAx+$tiEONN*cbce>1HR#XC~l4AH2b>#Att=_!Uy$Ac8@VOi`ESYb@#}L((
zctf>YiyUJ{ZGJn*I?y1Hz~EwJ5IG`SneD!XK3#YGve|8>1Icn75YD=%qv^F{VB?LK
zgU$>D`iWt{a}nC8AC5jH99(zr>OVmcu-)xaM-<2J&Lm?d3(UvN2G81hpRRG43AK3|
zuJJM4qL&_3VgM~DWQLa3=ou1%2MgdZFo81wn_BU0D0!>vbg?(jDwqgj&sXS8jAv4)
zp{2xc^K6yDF8ekI{L4X9!`N8EAo@HWNm)vd?Uk2L2loel{6IlG{z6AuwJ^iC$<BC&
zq`|50a2$)z@gV5VCx69Bul>R^4`f^1!AIpxH6HRcl~WZ?+L&+x_{3mOw0i!<g!p^`
zy1F3p%m2o-_W$A{zhv@&cP$V5!pJzSgYv|{uurS|-48>nIKr<Ql7NFH{4;!WK87<H
z*8|B*&KG#!l>FKFiA#OqJ=wR97ZSf<Sc?`8x8n4cFO5f?goqI|i3qeig!z^n<2~so
zZkYfo^V~&b6nS@V5aFEnb+&(}NYu0SuZ_uR9(&`%YYV2xm4$D!bnk2Vx4vHF9cbVW
zE+Ok9G%L7m?_I2o{<z*FW87m1^Pu5PGs*W3*?PJ^!7VY)qYr-vJ}BmTk8~3U7fVSF
z6upI)j*SGB2nA-EED>G=7X?ERw}Sha^62A_WvtjNABA{7uQHRxQ)<%7`Vud~4BH&<
zOn^azlqDPRjf}Kq8)BVJwR%n;RQ|St^Q}1uhzZhzKiKbZkN1>-^zk9ZkOxvTsZIh<
zW^P>bKXhxM@q6hC`{ws4a#U2ZUPHh=zYxq<B@!uCdC>**cuzitAtkdid5qh6uo1iN
z!U)N2`0In-rjp=qiI0BZF3wwVp=V3W8+DcKpWAiA{jT{=2A+2>Azd>Yr_7F%K6EZ`
ztVJq_lwu`^H>`Bq6;$XT%DrH?wE)YV=%=C8?8wcX%^d5<g}&oo1dT>5Ku^y3HC%?7
zuA`3^oUTZD9=Ny6^w%&|`X&qJaGYM_uF#_;JnHMrGX|>rDx>!3QWgrSqT{W5m7Cdo
zg4kt>url~Gzw@sjIf?cj(vasUzYkx6lt%SrW@eEK^n3ohWj8qKOBrK4YA2ac09yFl
z#vIA~Ucv+rcVD(8=H2(kMb-!4p!26KvtI-~?>J}EXXRtm&1s=13}*yglM>^FNcVKO
z;f&(jRHOMwpQY6a*jVnu^=pW^+hthm+Em4Qrst#9WA>@S0y=E`O*5&5Wb__lM98)f
zc5GH{DrWf)mMLr66zbJWg0Yof#o80}dgAjU#;mjEcekFPyXAuYU8UK(AixOsJT(f3
zV3)$9DU*xVT>7TgFEg(kMPg++k`h?0w(C)i5Atc?N%^UXFx56w4ETD^eyWb&qiufl
z##AJIP|)y`Qr+XaFh+sygwJUFf|-Z+N)evE;^GPQ=sb^N@k7u>s_6<feDHa6kAr!~
z0RNb9^ezD?myj(aFvJ37^$hZVe#|sy^1oGT1qKOznO^8)r8Qlg%~lRLH=1Q&(zOcg
z5>}lSHx8=%rJq!)HZ##4)*W$>|M?$>Ko#}^`lm_!E1)Vu%;R8q>yYc!h3gu2dleLO
z^ytF7*RbVFJSd1k0PPG^L4jT_gzv1d-`l%uh5rxrl?WO-OuJDV*??B*?w}@o=rH`j
z`B;+F=s#tSSh_1bWWZko%MZy_=cg+E{{$3Q%_oQ305gfj&O<rm4~^K0)3&Tb9uzf(
zWOksSzXnBGW`QyQk~9ON1HZxz_tZpN0@|(QV>kct^PA_G3j3hw8{%_J2@g*Hmt8Jh
zN?p@0Qu(GCrj4`mnFST#Q5dFAURDUR?q8DkZT`Y@BXU8@-w=}Otkky@RQs@R!sBRx
zCT~k$UYakR(m80b6vKl#imJ}v*)50lCtSqV{q~sDf3XujVU|3t6t4Z4M_ov(>U(gT
z*vRkm{s-F%Wj0|4Z%$*ZT0I+;FZ5-X%Xh{zEV-TKkdJ?^BA<iW|Iy{#ThnD?@uJ`W
zHgJ}t%sPKb9W+?WU`01mw0h@chr?SWSB8}>4DuHa9gQF)&HFYm#L*Mh=|56lhM$U>
zp|c+ESv33uJz)t%>i|_tL1JXc#s28S1-Zw+_Wa}C2Eu6Rm&6u@*mt<$Mio#A9l6aF
zzRkl+o!Ucok+z$@tl@%IDIJYHa30W`InH&PxFED%z+0ZaxVIORPrMES>J-Ljc?XwB
z%$UHqh$WB2nI+j}0J28|E;n1vm^uO_0{q6eE*cS?ef>W1MY}jxuNBDwMxnZ01bRw=
zZ}`DNuZVq++K?l=>WRqM<`bQO2U2RK95Pf#EQ0ZxSP|f0yO_MWSL`<m#&+oFXk3ym
z-DW8jPG(J2uk9p_pDIn)m01fY^_;(??!tdk1+>k6qHWtma`v<Y^o*c~T;V%fM$%@s
z2}?4v^TJadg3+X-`H$bgV9Y}jjj3{vzK<*z!X5BB{?Rj~hi*K$a>&R`oyIU7A;FiF
z+ZkY&2nosjLG=1vv8lz`TL?Ck*NZc++SN`&yT;{FazDj8xzc1CV@t<7yE%)nd#5md
z<bH(;PV=UD24F6OJqqsi58(L+$>4R{-vbgXW=&_&DXjpDlqX;=#zxQArnIobH!`s*
z;a1<BW%bg)W9)$8_V05&V`mO{D<;BY;yIwuFFK$t17o;$cMI%1A8n??g-b)<46tS7
z=X8lXVF6e8G?1Y(jB{_~%_81ur3yEwX(miDKrs}7O@i^Do|`OuF?}DdY`pd)<z;#M
z;?evX2gB$X1JlzIgF-}IR@SJC1j+XBGpX&P!3ZD$=!e(EV#%~t_koS(Y?JU>RGUg_
zBz!PpX#@H&^tQS>GijC!&Lj*4X2>3B%YUsg|N1p~_qWgAiO!Wgo2X@<t<o+2dMj~9
zbqn5879t!J$=et#iO^dBHv($q!O(#}Dk10W==i7hSg5UK2Bm*{@`LY`MN19F|DNzQ
z+5N;-_X@KR86U$SkS~g0O!`l@ZTIBm^b!SjS{~tXb<dOJ%PA>oU?O?X<z_xhjJzOM
z727bK0ve!gTZGYv9ohXS2#-yi?3YaLkB*z8C`Z+l74E>rZn_q?TXHk9#AW5Jl%h1A
zo%WYX;nmg!j)EQRRaDP*R^_Ra{+$&$tMQ(B*qeSl8~cu)WrlglF7AxNQX>9aHQGX{
zFB0_&+<a%Ts(;);*40AE!97I^)eAQon+=X#{@yQ_&ezgSc-pZj%Pg-5ZLHE7l65WI
z*#q~hpo05Eh2Z;~3VbvwQY=S8JO#b0LaR=H&ML=c{MO=_Q|XALhP7U0uw?&JaVY>t
zcZK*A+-BG9=&CvHj+EDV#S?|;R|9{-)8I&11+>xHt<Ee{vma8qu7$;xyi{NXWIUl}
zY}udx->Tx$=evD<x-ipKP%gyD7O4{n>DCV_%&O${RQb6q5THBZquVTnOw43=cjbg&
z7>Ni|V+mz38-8>!)KJG!e8hR(?!9NP!zC*~(O?+2Zp-b3sjzvO$G$PjY!co>3-seO
z;EZ-N1T9Qa2|C86Nq^9wH3PLYiX!);qJ!)*6y5}MDc}Pa0JY|Xb^Fy9z4wswt`zZ`
zl(L8o<wbaPFJj41y^kia7Q(9`A^2~ieRn!h|Jj4?tjk~k!aFAaWwK3GNeSADi(foi
z_l<Of!%_@gqI^j-mv044sMl#D)JXQJIGdj%<3$ACV@u&scGc4(LO;P2a1VKSHJzBB
za(KH93OTVWF5hq#^U2_pd{Hk#)>a}*RYgvnhe44n4;ns8Jj8RfOgGypxevJ@0&j~|
zt+`GVVN_OObqC%{Kl2zN%^aMH5^%W;L!+R93cop_BisLAMm^oI!w#|+n!4Kd$=4U6
zLe+Cmn>MjmH-e;#5SC^<aWAEwZw7j);eycLXXx*mj_B%d9kF4JaBGd~wRi~OO|IkI
zt>9uTi|`23pNRptZ0qN0)i;Q!FZZtJ#&|&X82#A|LDb?4{@G{7tCx!(4~1OXS4O<o
zOdBl1M1n`_chA2$`;>^672TxsHNt&;Kq1ty{-Xmu!{Y|jV4Ryh^uF77f8zQQ$`oVD
z4-^4tkbqHU>l@HSb0s@vV)AP!0pNssTFP`OmcY(gLZW0@wwDCHS{6W*XtOu3eynl0
zxV<X^lE+R*9OIRWo~4~c5kK93fCi=?W)c>}0iSN0{m1oftk)w&zzQ17yRn!1GkSu2
zFxEZpWoi6xKJ4}BNKVhvX^5eIFVNavJ=p1)^dD*=#+lWpf&lp2b~`gdmQw~z{s2;|
z2I8*s@Fu<|?Z)y*^^TR6d4=zNPy6I}qWeK%ZqSy}G=fAM(*2w%iGO`dn!oEH5MGo|
z6#mvaL3n6s<J#!1f;aMS1#UnQSRn)4Y=!oTpD{<;i#SM!WH1rdJ2=2Wt)C=08TFYW
z93ibyq(Ws0TZxn*>~6gy=vq)N=H)Ab_@+rRo69o2VJdKA06WbTIG{p|pyr$b=}^V&
zWn&NtMU&$v+ng@<St8C+I?E|A+ILb$!c<Tg1>bH~Vv{CN@NbR@a2X%PIsZKf`P-Nx
z`tl?7^OhV<;&kRlc+~3@pQ0VvI_Ks`1};$5YHnFvx1}M*VsPPY$X_&uD8?gzxeWLK
z0|lWsX3&X+TP8kSf9S{O%-t4i4L2bsP9e_$quG1;Z~j|V{iCKuUM{12p$K}WKwOLm
z{ht};NL|qUL%Os}LLLB`%cAlTJj9KYgdyFfU;r)vMZpjxRy>fI=yML`S%b5@Q60<M
zxrfO+;)mMV>TjBc8au}kAX%2ci4MGzy@h657b5UYfkpl)l<b7JT#*^Kvn=gte69!e
zrkQ}LSWbW^MaU6I!d?T3rvq$a7r5#7Ck{D5_AM)x$a?Z#uIRPt3+0224KF)F4z`n~
zKw<HyU(?l<opU4iR(>jbK*F*8k>`iH?*FlwXp|~!L2_E_K<+ghJ>8%22a@b6*yOh}
z137<TD(o(1YYhTgTO&--m4<T{_}zR$B2Z?-n593HTmL|2$Tp%5`~&4*fnxpMv#Yk$
z5!d~<s^ltH^BBH6Vi6>1PXm+-fPeFjzn=nDfsGR$AOBf~>y+E&no<?7K4_S$!RGKa
zlN4?Et}f8Ib1LS&9Zz8snR2sFISM?PcY7SMf&F=y?wWPl+^eXky^@RtDhohi=~?rW
z2oZG+bGh+*)>C4ol#HEhd$mIRZIErRVhJ5gJdH`=UzIU9fEA|h7}S4peG_l(6-&D?
z@JMNM_FBbRntmVIHb!0GggL4S?rzxT0$piaiUs(+g@8o#m)PSrv%{t#g^SIywZz}k
zuMe1UFrz|Tj6%krrx(!6m@B7qr2<n8+4_ql(L;}0kbe(snvth{<CTyVElkqrJ6dxp
zW582=-;a`9%<@f!0r^T8I0B_5`8hW#?#wA}X|HD<J=~3qN;C@+`i*#-@s$??K<}VM
zBZ{}7I${-|m{3%$XqX~ea&AXdEGi&-RRD_7VwQ(x9hWUW1P*X+<FtD2nrq{?foCD>
zuGG0x`+9jmcjt@^)c4=2F+;;e<0fHW$j-9z;C>-{Dq?92xqp%m3KiA>r$`7g3zpB;
zK8<IZTiL)>5Kc(lfOFH^a=&k=AX3H288<OD*KuTAF<GAtPj&_Z#YGV_5S)STtxhk)
zS>JAD+*r3j%tot+n~F`}(tL6~VI-H$%^0X(BPwU_4gNl=(J33<yP(>$F%>@9U6j1_
zRv>LhY<Uep{^p?dVj44uSI(tB3db^Er)>CdRZ!Nf2#kQLvBLf5MCiyJnFbeckW!n%
zD`nSlJ1ywj?8USjJ*+Bjp42;dm+^0?7z5G8O3BP10NAGD7kls$<=YHV_ot@j7OA>=
z`|aqQ!j%j@N}JjLsD!b@)7~X2{Fl8w1F9c}mgc%=ES~!qsmVr1MGIyio~Z~eqblTi
zAI^~iW-B6%v#rRKzA>|TwGiZ+|9yV*@2jq@TUVUnF(gb6$@1(wJ~A-!UVYDcXR4?z
zK=fhtH`H~mbm-^_)i{eL`=y+JZAZT9&kiMbn{R%Jk5N+-;*+vdsZ;5Uh=_+?n{W|U
z@zE2~o!q0#aoVZ(woJe1f9Nx&QEKtQ*&V1@V+uHMgW;*JnKciqc16Sc>{^A@oY<X1
zDU?$6-I`s101s^UW6P;rh=HUz8{VA0)>WL!HF}j+V_%~+Hs)k}z1pIB_jI&K|Eyq6
zkLoVxrpswqsrzZ0@(uRuPT1&Fi1pq%UO1SUrg>t>?^1zQ+YtK%f%cT4u*?Oc3%;rQ
z;hZbUtKW&AuS+hN9b3n9%gws*K^!qesH#o>`st0?YS2R0fVK1fgf}EI?!7}0tK@G$
zGO3L^Ee48<{a@hSX`ORwv6?F0+cjUFHV2WT#Jxn&2P0)G<2M5cTPv@$^=Nhxo2Xlz
z#9@tn*%y1z!`X~6cG>K2&Q*Swa3Eg%45*Nn@Uie{=t=X=Kc-Uh$_>(pQEzueY^o^g
zy>YAJsV4VpTkGojhfCYd6YrYwty=_Y>Yz6l^<N18UGv5V-x0Bkb49PgqC<14QMZf4
zZ_E4GEEL79#0)3mq&G`O8Le3TyAb#*qkP$N<M@6g5V4UyJmhZsFz6yiH=2E);nuwl
zGx%-Je!1HWCMi{623@glypv!DjwO-memU(`Nr%Rz!S6mkc`Ftjy2#CnqzS_kjK^cC
z=qBZs-Qx2&_`(mcjR$Aem_=?B^~h$IZ$y0W%-0Y&2rIbOi_~Vz0OuciD;qL+TWU*}
zk_kR&dTGPUFY%O-Z|3WQp#XQ${8(FJCOEzH1>_SMHXCDwB{tJTIyoJ12LrL9aGgkf
z9N3|1^P}Km3QXu&=u9LeZXpV)!S!S(M{-a1tJz`ZzfUnyhK|8U`wH@?<K`iJjAh_#
zkWy}iArvhfy7ip-T22Lz!1{Bd(8tStgmlMzYZEjck^nef{yNjS6IcL|#pi@fq-)=b
z_fzpGQ{P|HyJXdWIk5{BhwcuMC@(%RsiQAxk{BQixRrlv!28lovo@$CwLw*(dW*Z1
z<zFzD<CkmO>LHYw*OZi0smhy(V&%}&C=X!m45H&l%}-K1>QAOs9Jw;NXk31w%c8$>
zJVgavd3#Oh&4_)}nqEC$rz4u_lK|7^$S7mbIyy&ALe;MHAF@N<etogbCF-9_5%{@6
zXVz>v4a5!o4zM|=z-E2J<&c=Z&%+gu@9PGmQL)G=8QD!FndG;<FsI(bpL}5~j9b4;
z;l*EwI3n2a*W}`yFO^xXKTSgH@ch8bjyt-a${hl}U><rv@C_hD7|YNWflti_r#L|Q
z^^>?hhj)xjONG!FDtqE=d)C5XZz>bamxE1}niIuIP0ojTM%7G9v&$*`zPqK5R_-PO
z-t}|4p1ZMf#LQK|FklGw!)pqYC$HS>^I!1S5kZQ~FddHT@{6dH1Ga|GC|~(Y{nJwq
z$cDXgGp419S-<YTJ-2xm-{QS8Q7K90n#K_iF|7x@u?d=B;I#;<&IrnyAGt^72bmzv
z05%Wl4|~mvIuUoIc-UeRyu!d{3Qx|@YvZZjD6Zr6J)Iz>U*9k2x9YRPcmFy|lsy5Q
zg^<CbZOT)!WW`2{!#8sPNHqiLPM$10nGs|A(a;aUZ7i*7mPwGeah?Krr%k<BZp6It
z_13Oy?BMM*zp1RumhJa-?a`gQny^U;X8K)tjCo<w*V~I$v;{leQ*O9>FS7FhR$n@J
zG}ZO*zGdtlai|cCL)5p{)cjyZcjA{{=P&JlBYzz@Hv1E;At-bD|K|5GR$%wOBT$hI
z$Q&i8aU+?{S+00Qe9hGZ7K2Ao>Bg4v)})08twm$zd&8sL2i|A}>vGaXQz75qs+hdl
z{o>x0i`k9nlVbO^bRxXZf#H=lmip1+qo=ZFu#Nd9^EEx#&v#Aqi$OQwuZC1q$sB8&
zKUTrz7^TU}wr^^OEGSDZZSdV8YjROWTLCWe&)y)r0@VI@PM*8;X$DZm0I7QqhFW(?
z1Dcd2)86!BM_u}8xy;4A7YJ5UAoY@bLkHKuv8sW`xHX|!Zx+}_g&#ULi;TlozeB~i
zETNkMCGdFy2%xr!w8}0)jnGb{7;VZoE0hek`jm~Oj?6@8dW{)$$@MbCI)8SF*d76<
zJ((e7v)BATxkGfp0^z5XE(1AIXtp7b_^vSh7H#@j+=c8mN#S5H%9Mlh5Vk>>1{d%^
z2~+WW%qRdvoPT)r=Ih}j%$j-|nQXlv*u9JTOT<C1h#fyxR3D^_A<4o)tuz?4cT=Az
zEQv;(8j6LRBmhK476<+*lB4(^v(=z{;tw%$qYB-Us>m3q(f_w0X;yR{S6PTU6!b8~
z=7fi(hnEmPD#Q<uYFUz|B*Fs_BwG;#^7bw$4(|rsm6M>&9;cYkssACi<W63tioGCa
zy2CYcuth%B@@$gj1Gnf_5ACY4mmI}N7zPLIkq&qlUVhV!s<QR0kO;u+sEAdja;?9_
z$?OK#@5QZ~r4<0o$Na{|DzdzkD$XZNnRjW;i+ZNU<uXzK@1KDgUZGfP;H%AAJv?L&
zy{6fUi!HcAVunReAi;vB^0c=D+<pz_nT;N6Q(D{<%f|>G1IH*!eiB$FPp;kFxLN@<
zicZa+e$|qWs7FTIYsclSi(VgBs)rDhcZ8AXN^^Z15BAm;C}M=goB{Uq0@!tg&p*e}
ztn^SWUF`xOqHy<6e*NpXZ88S7_zZJXVcnPYm?w3}`CazdzZW=2Q6Erpz4y}Bkc*N=
z%>;5Fr$68=F@lOzaN>o#Gs_sKmI{Yoo;G}-Dt>Zy1&rq!RdxODwdFkD+I8t`hF5IL
zsp&J-L>S1)s9`^g_1rO_owOmHR+lWe*@XxR>ldJWn_yWwril>19A!O$)o@DnX#+ha
z`zMqJ%h-wF&$j?zsOpk$b~<cENO%I9!XffsYdyL|2oh76+aED3?GmE0;ce7n3%@|J
zE^qU&mSAin2h~Jjg$!!9iZFQKo__Fwfbwro#-Y6o`Tjr1?(&;s`z>eLz-WRZ2ID;0
za=_CosDv44$6^hsP-&o*VAxJ^s{$}rm@tBgd4vJQ!rg)zQ+<G6m;BK=FBMxNHila~
zZs;`C`D$e;dos8+Tg6=a6<|+Gz*SX#QDc3lUxNRdKN`A$g@nm-daU~TPvruJOBrd3
zF+CIk&TQVdnRNAYvst9SwwJCi1k>1zZ!0A{T9ZyL;Z{$hvC+_8RhXtWOj|GCik)OQ
zSQWOu<>Qk#N1Pga+yjsDIleUH$60A-EO?~8_XTz|OiQBqbW0*Me7@kBwS-7+nofQ|
zUZLs<j=}ZsGbEJTAiQxt&d1~u^I`5Yk(E3?L2f#6(kG%{JDStYfJ5;opjl+Z=lBCs
z^*5i>KE*8pM)?Q`oKKIBU6Xbz7u{wIp;f8lM2Kr{YyC5zCy!{9;-mv6*R3K`4QtRa
zMFkGqX-8U@Q7hmLN3`P2l3=kcIe9PU(DJJ{lX|$2-Bg7R_3gM65v#ilfrg^t%xQf0
zRgUl#xJy%FIJI)B3|zwh+BoI_r;c@gW?Nz&S_l^8#DDkm=ug~AWiE2fogPTJAVChK
zI7F&*Kz#{e5jBxWEWv^!N25uO&1c|PO~>p1_2@S~KJ>ojuQ;GP90N^nz!HQM>3oh9
zy0^{*d9wIZMD{d$APy|G2~`{m{#Hza)5mMTzThdq)k^I9+@uxI#e8k`t{<d*y#O53
zMz5{44`2;$K`ve`rDc21LWFy&$<Mk5sR+Ocp)X^fgM9s7PSe-_Pc9zayRvVY^V=}(
z{XAN!4~eY`#4cAORv=A^$xq3e3;f7&c@F7s{~{N#7jCc!HkOf>`+_WPlKsS~mY-EC
zQ7u}7#Xl$B`SahiugU3qv!j87TS3h779D1AW&T(7+>Z=Gni+7`t8T9b_bd`htYp~=
zxr4t47<w}LNBUh!JVcbC%VrA|7w<5z`hSep{|x7yP%q7L<Oghide<*4b)`I5mWtYw
zAr5d(;m_Og)|MCr7fun97LPacF|AZchC~J0d<?ZyH+%F3RMx{a^3EPBF1B%444~*I
z0d}9tdXcaxwMV|34ugIV@Hz=}PQRunIsZ!Jnymj;Az*i6)ulL1W!mQn;{mWd=*Hl%
zJVJch)D^$ZrC+YjDht;cG>V(pu#eLEL!G4n843miBqS_jIQyPRJuZ?PI+G6=L47R$
z+Zpr1{#ybDE{AgzOs`UqZt<AoMi37&z2YfQU%20#><73Jt_>@-w=8vN_RYC(TVA%V
zrHjz!=<|XEP>Z~m&OgBuAJbfa_g{Jk*Zv5iaLavR`hTnTZHO2IfDn3+56$j~Lt(VC
z{}p%V?Qg{{gS+Ok6!9dRM;Ss{PxzR3n`BEgBHM`V;Pw9=Je^#*q3tvH%{hYp9w{Mh
z!I7uk2rcB=84|a;I1}FWi^k6Xya&H%VkrdcLnG{_yLEj?J0e!>%OZ`;N9^l6P+nBk
z>!+tdxudBHJU%CZbp?3&ydC98ap*v+!db@;>rBhElOIf24DT?r<NIl1SAt(kVv!(!
z=;z__?A2F|S@wf=pL;)}w~!wPaHKE&F1I7?DlJZlYEIZ=QW7C(3SR$?#6rDs^t?+4
zNKxbnv2jebH~cn)12fCOILzb>%xO;t=N~vjo+W!<wEjEg0mntkD0YhPu@+xudugT_
zeH1tzfId`T`WYIu8r~Gh+iBYFu4I*&Z?U4di??@~`&2JPmb*0iQZ$AL?=N*@gs7_F
z!2yZ=3hS)dN8B%l={jd*!O6@PKaHv}j`py|qp83UAaajb!pOuctUGGNN+#^>2o>tr
zSabwfg|(@<*LS8lWMs4oTeM|nBQQb+HfH$sjRN&Cb%fdz&+?VR<Z2{_U7l7LWte_u
z*`#neMs3mgR8M;pASHvRNSQ47&^?1WkrkhE?zwO3N_HB7ehr|ag@jG!Yx|$LS)KvO
z@F5g!_z?g*_ZEai6)oSaXdKLiT%_i0^D3ekxj9B|=_*@WTgX|=JG$K*RgRqm%P7A3
zk84FtH#<f@cw_}+i=u9vt93}9FPMscGN!E=dwAx3Cds%uQ?&<ToHq-R%%jfqH<nZ$
z1Sr$r<Wqtyz6Q522Aa=IiEw$%hp5h>m_Kv5q>U5V7BWbjZRkKUsJ!Gx9s}Xek|`if
zV^GIo>9vN`hEP!BgoRl!UIcI1<oWVEdu=yK)rX_{4m)E$1(osY<;doh+1qrw_*vo`
zFdSd~)%jFiB`|tLk1{)a|67GE!fhW0KAcIdiGih$#zG?DFbS~;O!`IhhkHyuAKrZz
zu&Ly2DG{ei`}zSD>)-?qBJiCQk1xTkr~M=%;5>!`hSEbenr;NQ!zp|8!~x5Uamw?;
zaDVRbpZ$h*YAg3V7M9#n5c{(e_e@2%ACjBMKY?4-x3-w?eQ&Gzz{&(p>xrwWhW~OD
z04@GsJVd}*_M+4W#71X->fJtZJ12K=cyO@cZVE3QDe}(_D2_0f{B|hh@ZSlBp8Nyx
z?ia;z{vIChvR}v#<=xLkJs57yajMP#`uXbAKC}C7A(owJ*?TZuPQK&2(}>EvDgHe?
z@=|gjk1o9IJPNrdu!TtdmSLEd`mFMHs$r{D<(Kg5m31YQrbF45!aKrHM`cG133RtK
zENA>@v{e1)jZ;61Qu{leVJB5D9#mV`H~|y!+3c#g!bg;Pu3uzJkJVC_JdRkTL3Diw
zwP9qFiYngW-tgIS)!)Qmv72{?-}cHLY%(y_wh8n4!$(V?ar69R=)fr>?bf{<)FDL&
z2~+7jWh&NK|F+SQT2Jt^=vy8|G=*OFES^K(%Sw6uvGrHawWG+kFr3R>x{PLK`Bd6>
zsGj)x)u(xB-E-~)3;W$?rYA0?;BiBD^B}rsb@f7m22o*;riGk`Wqltr5A3Wg&0yCl
zQJ**ZGe8c7R<eH>iz?UDA2!#@zCRlyo2oJk%Oos;(rFbujW1!H`kb!c3#&Tfh%OEt
zXF(7M+?8ZjMZya7n8!@(pN?t-C}@KMYO9EWtapw>2i_gW-(Vw^rlW6g5lxe8<9_IJ
zzoixA9?U!a27q+cWXza%2yW6+1{7n2mFWo&zS?z)Ygw0}4#BVa<y_s`3S%^~+n_r4
zRLz+Xf5We->8S7MeRw30n0<?2waS{{>7a2J?0inL-R{&_CTE97S{Xp*K8V}QEIRm3
zrll`pgF){h=w^2r?H?oUV-zchl}<`3lSOR{9=#2+%R>sq;`iWUXuM5tZTMMk^rLX~
zaLmN>QT4f@p2nTGjt|ghES0j;`4Nj?=*!3Rs%d<JbjYx_U{YFo8t3A52C^x)a$3)H
zj>cy@x_CIB<eAQ-7uudHR$xTvi?qQhE&7OJSw=!n*mT%<FTQ_1cATrJa+NfZj=jo5
zmn#avc+GuqZ~*%t^*35*e5@yrW674$kB)+4zs(dZFNfQtO)<-uXU<2s>XFRW{k$d0
z)@;`g)MUSRt=_5Fh<O3i6-wIpw?*ZKH}{?rG_8Su>x+!Ye~VCkj0}$J3}>Bqn5lw$
zHhdPu5$lF)=g$=i@Ad^5JT^;(F!!SF&yZRf@K_T(Bl_de)mvJQSPP@3bDQQ|B8Xsy
znH;?25e|t}v)h<R#9RcjyTCUpA%MjgwDoK5M0Uo5Tty(eaiJGY$(BbU*LNo?B3Glj
zpXZo^^|Cg^tBBW;UX~`RMjaD)R%KEiHd;~>A$?H6NR$=jiXp(^J=KtZp#%9{p8ZQQ
zD#-mJ8H_trm#UGDcK0Jd$@m1>NY?5Nw*Xd;g_~!~>@9^^_lmmtyRUCkn+ybd?<a9O
zg@SH^$TfM5npv;T4NmR?hy0eotS;pD-J9F?q>RJm)-sCjVxT3w{;3zR?h1NdZF$;9
z|En}l&mSbdz24cp{&BByoy^wwJxzd$26qph4-KC_A^)6WhrAaF&NZg2tjt^TqA~8l
z?hj#r{j*+CJ5_a_9j-G@R1x>>(L<>OI^8gjH!D|38gaCjgke}&xwN`dRAQ@%lsFbp
zSI3Zfk#~ZrlYk<Qt_-qoLqz7{^p@I6rJb^o;xJywW$}faGfae%XO%(f>F^{)wiE9F
z9`dSvnCMvZKoeA`rW#jjC;(|8*Fp2@Lm8FAAYR}}=f_{hOH=8!(rh_BXO^Ob*6~!=
z<fUDh4ExE5I8obC@b)j_Ui||AkXG-E=X(#XPe&_&%PM_*fW*(SyJ&34luO*Yi$TNU
zL^Q4v7ZrG3+q1F(6{H)LHwi=-O(E9~*fZ64C0h8zFY#I^&4A!&E;6!V;roBHK%i}@
z^H`0Q8Y4T4q}PRjp2J|)4C%!MA;f2D@EH!`6jcjjYPYWZOqL|6UVYg-VeEXpM)-P&
zL0~~6g<+8b$>ax)!r9rPNHDl$9o^=cwWC8+@VrBGnzZQ3{H?B->-@ApY}GlcDf>Nm
zr_Y+;_D<%^<4ZkLCO}y+FX-?7R$iX#H}CqmR7F1n5AuKKh+6^L>E35~ddNq$nd>23
zw`8*OQ=h@4f$%8R6;^0jviaeW1@y_#ENl+{WZll}=kGrD07nX!_Fx-E@fdLexq9CD
zmlCS%>RTU!({E1ycqJH<B-E2+@kB(bIz0&(g|KICeJp+-YJH;W<eS=SkNa8j{-toG
z3CdHl36~zDi_!_p$m+}ir-jxlzEk5mFnwD1N&gFnD(kBJM=US@laK6glV#JG;&nB>
zQy_pDz9e1Ufc!OZQKz0gVaqJ#^^*VPc;yc?zOPx#q;HPbIA0nlNH@AFgR%N7Gl05d
zmDQ~5@_ecJwI;}S+)l^OAs(3dF(5=?)l;_a<0UKJ6EkrqoG@nbT*$*ypZ(c3^S4aW
z%%#yT<5q2shJrD|5cH!}w}$P>!hI_|440v>v@s=~jr>Sqj1ky-uN^(QEj~I@K0Uub
zh3gs%0a<-eIzXmSND)(6wo-P$xr5@Ka5!-GqMvkRI{bPzuEA8<p43=1=ioeGE7=wD
zK=UOb@!Q<}qfVnDDz6I6nWcYm<iFboUT<wecV?zi<g0V2U1<HYX%VChdz`-P=(cSr
zDjIQM%_Zf#U_&w#6z(R0|2FbI{{748yUCBTjN=UA!kB%P0J(G3s&<`7*B$Dcyy}5S
z_Q40H+&Cx5rq^u*qt<iqrs0jZjDJk!TOcfr`)BZ_v<5vTkI;1ZQ33meQPH~&!!n7k
z`-@J}<lu>L@R8(C0)M7^IwgDlDV0AnIPS?{&G-|!)s5uckVa#gY5UOA{#JL7we4_F
z<ARI=v1Ak}DBUC8S&8W9cG&&J<qSji67?C%h8k^m?g4YSXYaB4_g}zlHaN{unS_VU
zp30X84Rndq)J}?MG_*LiBEn{~#n(H?q8?baU2;Z_UzgSwYV$n&mEZObJ!g)kxpr9s
zQb8y0f~6RRaAjJi%z1!1w+C{ryNJ%^-DoKLZhkPXXU+y$zcv$e@AQg)!jy}ZDPJKM
zF2W?bq3$@Zw3imMqFGifyVXGsYn4@C9&HD#1Zpv-5AGSHm^vIK`{-cic}_7aE>W;X
z&z(dZx&!j1n9w}HZNqtnE^~dsj2(X)1bPg5C2{<Iph<eD$zp_bNY&&h`HC_%l{Jca
zU4$7P+`CnV5kIRrSEb+bP-;EBM5WW)rTYyR_w+-;{PNV=ae?uFt5gV5fp^4{QSUWA
zYb8+q5+DQZ?Ss2A%n7&gtoO7MK?d+Hqku7gVo4V6)sJio)ic!*1lWnVi`yJY$Pni?
zrKI`1IGx-aGy9SjVw}pq5<d&O(WxS3c-=}KZ*O+{^sB>{t1Tl4l-F~ydAQt#a<Y5$
zHbcu8;dlJl9Y+i=qgB2mrO5rq_rTolVZjm(`J!uKW$|oSt&U8Gjx9y02R?*U-veoy
zOa|WXm-()@I+Qo8y(OM9YG2F}N{3s$C@cb&G>J26;PmtOgh`#wRv1IT7vl+_z{cMg
zYU6L(o_d7pg3-^b5npHS$rsvZO{dei*tJuM(3J7mKR3QQ3g@TxM5v%TAhyd4&L!3$
z-=e{$Jmqv=nDDHi5d~FSlmJr+q~h6v_3y;LJ01i*969?hV|oySX4T;=;BCZB>|m+>
z{LYPeP}@|ZrMfH@1^~(wHtA<GbGmaF`SxCk$GzP_&R&A0e!vI8ZoiKZ8MYzh8{>=2
z)4Q9Ro!K;TG<;~$3bWVVjO7uKxe+=@<)BJr07@9POa%8s1n_!t_`^|9bp2-Slw*xJ
zb-dcd1-<2-o@Sur=n)LwfWk$9M*Pu2PWBaC&CJPAtaN@hoCD#}<sThA%llpaN)+<6
z(=K(NLbp&3KozoWI^VOe$l>?5H~ZKq0+*eL89=)7j6iWG8aKyN<_!i!Efj5#C;`cU
z-@{jYQmhoMo0RNpkLe@3>rJ+q-l8|yY@0tlWh_!2I|B~Nw-R+1x=0yd<m9k<`|Bw3
zzIWUog*MXO;6rlb=th+kl2$Sy!=o_Iz8Z|H%Hqu`9x)&|`e*CzW53Sv_>C=p0Fnd<
zrdxjAhS)SK<a?G61(SUIJc-~96r0IPLZ@CJ-Zj-6PL-b;55+tUqU^wa@U*vnVH6rJ
z(x=Z{h3(C1MGM4xp<DBbj~b^>bd*AX__0gR0J&4V)pn&tZ9Aqy6il1}{*@P3NR;D2
z+};zWyFiYqCRLm;kt?%1ijtZ5fG2Hn>24h8=S86(Zl5v_KX<qS>7fXBj;6p%zr#}=
zP7i=g>}qb)HDRH&?@N3<X);0mw0gZt34iXJAtoP9pg-UupN1oHa1ot2gG~7QBh+&W
z!@TYk&^ZCPyp{Stph8Pi<BgTQze=Zf97gsPR`xlvo%e9vQa^fL`%~B_+ctJ`>8@fj
zd*l)v`UbVs*=`MeV5%7_!14(fF^Qkg<<7DRCXMd!+a(R?=;T;@3?Sw5FE58+Oj|y7
zy?q{}Nkz9ymEqqgN$^GJw@koWS)?eQ;(bYGv;8UC^RpE9!8yJ|>#?ende;)!i&iPK
zI-{K`D;WS+VW~zzl`f6$Pw;eZHKL+<`mp+}u<Gkmmi(%r&X%(q>u?LY;nd@pVDP>0
zI{vYVddlsI_cE`-^cB`ttG`A>X_VE-0z+qVXYhv*9Nq9HiLx8uy6PmJRv$xdu|eGG
zg|3d7b%r(pbL04;kkvI~gtjVkP(dk!U&zH!ol6b}P+m>WH)K#(zR#hMlc(gzKA#D>
zFG@411Cv;V7<g#*S>G3s-(xAXUw@K`2%W{Y;tZDkh`kuHtc<=k2!j{44X&537LOIh
z>E7sTKbdHl!@mxfEfKZL%)500<1s5sF^NzfUZ+5L8m+ry;$wg{TsPSRqFms8m3F#?
zr4C*Q3~Y->hXJE52rw`!=WZ3P*k0W(1O`WdIOK_mG;~s%OtK>T_%(v)O8Y<gfAZdg
z+O3)h(Jzy=nsH;Q((D!X%tLrxCFODrJi=Fow<#$1(g;A369!L8An2zC@XKM|dQ!rj
zLcRHR>Dk{O?Ght_#-h*^`Mz5*WkC)Z=*FHne`(YRm3Xb8aA^X-4hxMR*~PfeqGsah
zbAD^53sN^HVp7N#TmR2qS~ch#wO8I|`qkd0KcS00j@dEF_Lx*CpQ)?klJh@xrX0tM
zj<-`P1>4t1#@6$DmcnHs>PV=L)%Rt-BkR|620Y4|y4h`j***`_^>AJdLs_H4b@VZN
ztj89rA|$=%4m1n&ngtgwNjLlAA6;g!rl%tQmY?D#{+tl#J%zvfYM0q*R=fev-(xyq
z1~9@#Ph6U^$&2uNUf5wmer&ep8W`|-qhB`szc_iU`WLZU{QA8TeK&5?+`Mf~*Fur$
zM^7WG4T6U~LswGhz~^A{aiBt36rW6c9(}^#%1jVuqk~xIOXwKzvxbz#QNY)vDW$5n
zeb<e-8>jJyHbqPVsXdYrQix91if#{^_dEvN+Fy?0Qf<rQj^t17N_)Y&v;K<}ZSKES
zoweDXZnsdulg;psN?uexK6k*gNbEL$DZbMy|He6Ld@qbwlE}t4{C}i<_g9ly)U`7@
zgAEZ-QCd`xj3S`Yl#+}U5iw&0siTN=BTW)W@{FP&Dnvj)K*%Ufq)G2Y0f|V7^iJrZ
zrU5A=dFH#k@An_PKe^T{*MP~r=bp3oK6@7~`Yty=&2>7YBjbXXY<ytw&V!;*bKYaT
zYqJseym|VZ>PgYBS2#68r^GP0A^e3S6`MnD8cN--Qw+Ru$Zt8sAZsBBmKS1wD~t5{
zIDe}*h<RP^P(eIcDQN_Er4CT}GiW+f0%}&J{-Wc>Yt!L#BWkyAxX=q$E64ed5DM4u
zM+3zOnPH(LAW@Pxn+X}vYYGEXIRj7|jx2@d{NfIGpX23Ae0%WDjF5pY`mb~Vq-CY!
zF7@5)CK&r-a~&_sJioTEsGN{8V;21Ejd<z)D4?tuEl<EfrqwP89DXz4G<U(JZZrM#
zi2=w?qtAe`M{=P%?}5gXz6OT(lQ#5(4-+F`rk=yBs8JyBRHUww`H<$i<Vv6aj%G2D
z65Kb&Zoqz?OLb*s$j4Yd$iE<n2~u#N8vvGPI@KpaviS_OA%6{?+8FzmmxEQbU1)<o
zcrf<n-{Brg@3i($^BnZv6W`9MqhVIJoIo-L!~zJ!M73o{&H!JO^Hpvh6BTYfq#c+X
z;nDN&y^>yj%{=R+GBISC>eXHJE(M$khB2EaFwO|xjcnVfgt>0Bh}gZjvhdPMg}U9|
z>bKIK(q|bNC8?LOJYs@4SssnAH9~W2LT{y+cr-Rt7js8)N&9*UHZJ2YDe?new{G=z
zdc?LXey>W}cDtjaiwT6*($5%{%`Jt0Z$!*iIX@26R{S`xzME@M_B)H`ky_8|G_BT|
zhJzwcL?r`;OLG8jg1x#Lulk*MSCHK?J1TD!93vz*22WMhm3nLLVVhZEeX_zgLeX2@
zuq{o3px6Wze&Mda{++CR#l7lDqd}!QDZQnWa$81UE{L&m&F-%UMg}d51#{?kbMO>b
z1hLZ<Aipa6>Pk+{{hXVBW&f60ORd8FMtK&v|FyfadQP^JS5lfZss7Z6aWkMAfIUQW
zF|aI?janhUY2gT8RHh>zNU3oYU$_IIMj5|sr~52@7um7rX{@1yW9h4&vfUH&mYa2o
zNG?VrSq$jUC~F6)>B-h3e;;;2C`pWCS%ki^g2CjgN%Pum{!P8>Q271IbKRr?5824p
zhY;x(W!j9ln3aqO*7^}JhtPlHt92rMDN%yZLr>d`GJ4v(`0u;Tv;(t+M&?`X1Cuai
zBUVA4<U%Iq&;bUpN2zoBZ^J*=vM(`nz8M}ec?9*<6KoUy+pse~@U%GcHyr_$UI$Y2
z$b1x-e*W7a@ry%0l+?v!><ghUqdo{_CuM^g>JC<MR$Ff8v8Wj{OFD>_i&<f~4s~;|
zDAEqD5Bn)Rt<T0G_FdS?zp;mcW}`CnUNLrf8?g6!D$&Oame4!EMadj;w7kPF|16T%
zTHiBUrcqnP6f{HhhjxVDcIOg)za#8qm9uI>{Rhx9t7>PP)_$)t*kX_;bLlpKvy+jf
z;*c7>trk0^&nBHsgWmpvNpRzKEFQRJbbNd`HGjv4cYV`L=8Oj}(g)t{1#w<FdJf)f
zPg#~mjjY;RS>>FBo}AK1?3x-7fOlmhs2M44l7odsRd5*$L@jO4CO+-;^i&9zNTD}F
zy#~a~1br^zRRGcdLUpfUp;y}Autx&qSzK5a6R?AP!jEmbXfYr-k!+$wTHIm%teK<G
zh$aJ>N^9SvvioxTtWfz`N(@O&wR&LMfW$H+`)FXBcKvnS^+mc|v<h9NnRgJ$@g9Jw
z>kl7@X=!!zHUJ(0Ln3~8=BP#g)f}YtHRs-Pl&0|gBo={-{Z=F-@eoVaat(c*9{h(G
zJkRb->_xHw76Y0uo(up?=T24gvxBs?W%N5Cd)M53^sR=F&tkaM*)hnR!9UHVy);8}
z&o;n_u%?RvwZVtey1}|nTi9WRff)shW$;=LdjoMJEX;2WG`s{}%;x%m3`-YO&huWx
zp-#*Pwo9Ln0b;KwzdSgS5*0=X#6Md0G@7)IA~+Jb!?aok90F=DM>bBvZoHn;Rz5B5
zTDz`Y-}^$ivf^~#=0%;}JoUFgqi!EVQ^V?>5+>LRE&M)r|49H38EsrA5V2y=0+_hU
zcaXJ9i_DM`EWUBuPn6la(aU3Cb}Y+9sLhY!s;6Yn2UP`;UAxoED?*Z&khjB5F6F1d
zYxvYNcs&7_k2$MryPS=}r*KCX5caBdmFDIek~*uOtLzAbB1uhht*T?yTJCF?mwWWV
zZ+W#tbEf+Pmeo%(!v*bPhPw0cD2RbS_Qhmy2<$BRt4#dv7}Iw(rW!Ej3FoD>;T48#
zRs&)$!H|o6T7w){%&_L$gx=_4%dvY;$$!B!N7+YAG%}^rz!rMoO~dZc#xc|>(l&U@
z(%5p+?Uq_&XrbegnUxhs5LM!6vL<_weU96nkf9xc%`^PCzxK&4*tCK%1+C4lQ**xB
z^{F?dnJfTea%^1Y4@72%M#g})tkpmdVg1o_RE0a5H;LFf%g!2RcdXn-EV(CO>Uz|d
zM!E>%&Lw$87P!oHb3DJRlpghriDMGlaH>Kn2Wm1`Ch9lUDHTDxa3L*WHcu?&8+}q@
zPoJQe7{t0rs+a4G_dVQLUU{LYF|9S|L%YUAZB_&O3CKR^`kK1SLKry#(rzwQRVI04
z7W4RK2`3yc(hr{9f@^Q|tsPN}obG5ZIGm@f(0&9+L+l9E2zg<6!%ojzkGR5|tJL0A
zOa+(GHa$cHt3>X}2QYwOkghf#siDmV;2uSqSX!;J=fTJctIU<p;nCs9q=p*-{i*kW
zC^SN{MH37B9}q(6QA4NeM<Lm3f%Y#YVm<v9iEM^NE-s#NrTbs$bi62keZwOjyKQj*
zJk8B^eL1a!OzU{7ZHcCk)55ZO5mr@rS4FtOtb>+h62~r@C88hmp;_O)18Z_6+QX7F
zoWOT==SPc+CYe%3EExLa;gMgKwt8f^^GPRqjy_oQNo6=a)4LND5OppF2lYV!LBVeX
zKv00czj|<H_KofZJp(m$xMk6J@aDVT5H+)i1LXTOpy2RJE%iK}BMVrBadlt}pR5Y>
z_Ky(m7D1M%HgzdmF#67Xd8^QU{IK)duxLqgQ<^-P=ijKT3<ToF0|fG_hsnW%&}?I@
zOP|AG#76s*{J^6iQEDYzSehoKw1!@yhLA-}WC8+4*Huo2O{2ofclllapGEOhV?30N
zi)|bvcJt2iTZX<Hfto$<0vtg=8vQ5jH=>J^DC#xP%+K|&{fZFUevcM`s~kyPkKtYb
zza^;MYY1Rn7=yN8#;e9iB|+QE5d%Nnmn~{XP`yBNgSCzT%Z&Q45W|+d{qEEoNH-N0
z_<R}`dNuGo%gVNVB4#z?m(($J9Mp=K;x7QIee4yP$DlJV?iNt<$d@|~aF`JW)#fBw
zWxCYROt7qz#!vycdm_w8JbzJr=Bkz4i|`r%pr4o&S~bW4QAy*IubQDQ>Cp|UBu9Uf
zC^zfN%GoHFaAArO`2+6KMCVDJynMY!b`8_%kUs#$*<dQ<Ut0K(i^Gp#-PCVNz44=Q
zV{%Gfd;Z(t71g9-8YHF+Vl=TJCi5I5fm{Qn4@IhIxt@Y9-hUfT)Rm7>cDoxDIXl}n
z_-B2<CWXi>n^D*1)Egn`4s!nQ8sYOl=YSx^<s28lLn|RC7k%8yDvQra>4ROZye?_D
z#ib)%W$zQXhMuUYglVR<>)*~A;|X+x9JWA6z8PYUfE^}FE>7YV#dA~^QY;=>hqr$0
zu1#gu6|tAFpuKc{u^6aGILMj#4mW3emi0vlkWtK5@I8$MzAAK}d7pHO-(y0eN}{LW
zBb_y;KX@APQTywXKszibu8#50v{Zy;1nO0@R&PZ|yM8;W3Ebjp=(Yg3%14F1r)S{4
zjdwB29!toDUy%ts;<|;!grHBh5>xS|K^{GaPgeA>n+9=p7(gq@H$WLRdg98XlJY27
z3VJwLr#0~I`{!W*_gGFzDP5JUk&<1MQP}}=zgi%N0oG}a?*DIt?dohdA#3{WQM2Mx
zw}Jo3+9TAfpClEbn?*T!>Cv%yyKwFZBP$V<zRw^QAkfkukv5H&RW-mOMIupxq4Nfu
zmF<g*j0<ID74Wv|O;KCYz_utL8;U!wIAq-<Bt?2!pNEN3Oe*{6Dp_VBAqhK_8UEK}
zMc0wE@2Lbi0RsGw;We8y>t#gp-NR-dioMpln8OQZ#%>w7Xt1+E@R|rpc7bO)L+E-^
zaPSw2&1m+E$?R*ij;ZK|na==0p_i`j&Wxcq&zA}I)a|PaQ@f)$6=g~{*A!DUBdF2}
z@U2w^ETq`J3f&l<0^oxs#tgnT{FTK1j+fdi<<@3pLWJs^DjA3*9Mv1%h`w`Wy_HxB
zlG+f|464n|siLBer?;vd4yEG8V<73Tl#=OFId=*bq*AKhpJ850>hP)ksl0|8p>QxV
z9-Oox<23&`jQo@AHf#$l=MUJ;Z*^KdKKDxMdhdrAi@8nFAPbwZ#cIG|fyR|}IFG{c
zcsxTh#8@(WPfY^Gv>z;1(My{sW^CzqurybtJ)vk)H2lG~j}4rG@@ctHeLjagKx&@y
zv;~6-W$-%a64;B3;&mkN{4Hjm#k1K?n^^Gdi!@p!m~kDeudoBSXV{;t6vZV!B>P_o
z*ualL>^|460+jQq?;6j@24H3DyW~)|ovoK~(sVBw!ej3x13!QR%aX`B4Yml~A9W5O
zcfhGMK|9RFq-ff?uQ6oPs6HjIi7w+sSJt2oYL>xh^nJP>3EXHP6-@mxg_>N@U-Wbk
z0=o?!PfmCt(EjaM00woEWQk&~QN;jcQVre+{tABBWO=SCvk=Yqf#dK2udRK4TO;tF
zFB8D8%`OJA10W&EAG|(;Hl-hKe^Ve0Fg(geTG@78>T$kQQ<Y3OMq*j%fT(!{QnC>i
z=DAwEZQ1h9N^ToSoBy_;uGxc~s3_s8=jab)4M$;gPeNlMDCvy@i>vo~+uYuYbJiqE
zE`6vSI7*X|5<fVXwAZQ)-Tq`%qo)9_Pf$$DqECM?1@>p?sG^+bg&kqvkMs%hKv7xK
z;gs{qMV$8V5AF#0nnOkrS!XD`V{_#e*NUHm7{-Mu%lC5vz6nI^%)Z<GihFyv_ntBd
zwGH^elvbA2mWQ$0ZD&docTXfK?TE?}CM@TD5RuidzjMk=IsR<J|55R<>zBBXwjOJx
z@774!uGo+}CO+}K^M_(iDN0L7A2P3A+xBiWdQ5NgtjQBkWt(vCacU%?;z14d_!xQJ
z^S2S$CLGf?wmdM*#Xb*aM6pPJoX&6`-SE<>(?CT<=M1B*d$JURnzu^Fryzu5QGK8+
z<+B;Ces>p2B6ppKb`xBm;J|--X60tsn5^Kwv^vYbkc<>Z&4M$9=id-V@Gi0?Dv0(h
zq>(BReT7}0FAHW>19o<c!{9cYPGCrg>B|buaH|lCx%%cGrr@9`0QAj=I$U7$3;n7;
zW^MTG^^z;)-%JdW%Kr5(%~S65QL-u9BY4DfXpWhk<xqc6w9_g@ebP|MYa3Vh>pAJ6
z+irHnhsStQe`Uw8I(r2Zzh@3=GBlb#f6+={p6g$30vCh^c6RvaX2HUgYyByda#5Ti
z7|^hffRU<swwqt}`gv-agVp+2gMu%G!XzEzdMCBYq9m2s{r_11w(<zvRoBo~k%D<t
zvH+az+r=Oy<E4_}lMitqV$3wv5V^#B6lmhyAkNdt=piUgs$E+C>sbe=l!hK@F}<t+
zOl&Lesv1H-frRLa)o^~e8Gs*nO2yMAM07(^_^W^=r6!YmKtAR%r*wfoWLZ~1e6oUn
z-L{=220JO!H5^lNv^pkMdYdt8BN$WfN;q2v?Qu93;%NM(?m%qgZ^!xDsxd_kV7nv)
zPID7Sfm*837sV+{yyA8!Z2`3%@Z@(V$1|%ZM%0Pd=Dj`|s%$pg6vez&S(P}_xf!I>
z<B?*}%CGTLwEt}G?(Pe{&J7A*em`$_&q*U@^R?sIbH=Yv9|tFa+d2zAO_nKJECzb;
zMEl=gX5Da&waD9BgPGKh)E#A5EN6ZGxui!BMEMjTC}tES`}oYk3zUOcC>0aiGG9Ob
zYsM`PVf8m3j$nMIvcRLNM9F_n**o@7-h55O(eEkSvgj><NMX&)9RDbK$O2-&>1kHw
zBw8N#LYuw|ch|?0<&nZ@JmH)kdx26jP>8}Hg{X5P#a7WDGlil<4ty_#NvY2)k;~Dr
zsphi(k(?ce_PBfHHMo2vCV2#wTA~KFTpTfziUn0fx<DRHKA54uvON}IW&Y!UofCNV
zQ}SC1M?8X!8_?lvjlS+&q04#h?s?J9jG`?ChtR_oLG5(@ALbwLaD*OBkJ!VYSBav^
z)mY|@%#rjvbY`llPx=R(JYp<2SEb5pt;B3{sy3$cu*_CE$J^iK3!V4sib-6y1kzn-
z(~0Ij%HS_OSon*RAD7mefY3DNc{U#+4}gOc%Cu&&RU{N7w{N$%O)<*rz?kHRp<a>%
z!Dmx=KY$Zr^-DFY$qRWt<79b<%;=Bx<c}UenvLiG1z?K^9v;jjW@Oey04qj?X%A99
zF!$Z_^(_KM3%pY&QOd$5xxF4J#YdbU^CnLfrHPq6PMhN7`B<JL1@xa9;QesvmdsE$
z-N@0V0eqsFe6gr3nNQ->6;4)1ES9#p*;QMs-kv{>f2f(P8Gu92{X-_C-WD<RmNVDP
z=y~tAQ=ffqmv<6KYeztec_nktD4L4`b~(AHbM2i7a|VN#A9W0#Ekv*^3XL1!_2=So
zCrT?^>2CIf1EYbr1S`%JJg3SBVz&ZM5n<xE<6Udl`^BXR)*aY1OFadztcw~j$gVVN
zfansrzdp7{uQ_nLJ@35xmx_YJnTrT{2g_Yuxa*C}o=WA1`N<2_SO&&)5o|My*J;fD
zoa%Vy<jJavR~HU_q_z~!0`P-$aOiXa-Ui;+yJX<=$krgm`BIOL<_ndTO4Mbj#(J)9
zi@GuBs~nBY&FsFqpb2$yl&pMaZM`VNJF~nnmb!`@5THuA%%>6!4x_;`Zvkb(RbxeU
zX5^)&_!t(X;6~mnIXSIhbd7%#L>L_q2`14xn5W0&c5)#%cytLn!=55lM@~={2T>j1
z<B;hPppFS6GTrO+xzEC%>jYR~e)o_cXmG=8CF;+A{&3LSvL^C1nl*V*u*eWsz>|G_
zW5?0g!YIAWDV*fS$+Uf|4mQ<j>Ib5Zq?TS>w+U_^#58P+s0q@lsN2uAwEVj)UOV8)
zptj$C8;oO&sqJEmc4yX|lcHwz!;^>n7kRny@t38Ma>34qBdgfT#EF7EguT^V)ce5g
z$}64LTDpeVZ6&YMy+d7cBdGUg^d;_5bCK`7zu{Mfe(|P(ph-?zyrutQ*0tgphQc8x
z2%P=hY=MJAfvV(Wry=Fp@1xddM%QL$w!KVDKjC?ibq(j12nRqhXzCBM&6NGBPAa+?
zaUO_1dYizIeykf8_9Ql8Ok8k<7KW^6L<sbq`!VAQ9U8Z<x^}N>zr3wcGD;bKJTiI(
z8eVsF#-VNzwvJWx9IyGA0$Y^}$-9e%Hqs~Msk<qSBu&t(XMC_5wLOh5ZUM*?P=a&N
z0t75vYc1<^?n~qiTb#USn`83~el%O{T-kjg^#IZ7<chsEedp}5y_xZAjK5m0NqkF=
z^C@8RuEo1%iEtB4ofDyml#LU=>uvp4<c5uf=hlLr;&<EZ@Bni}<FcvsmA)H&AlgW#
z&uka0+P&nHX=Q$?3EqODZvzoubA@~YD~i$-4PX!FSFVW(M_00i!6HP(-G?{ci0(zO
z3~KeiBze2hNSny#Yo6@F=P#`U#q>fflZz3>!v8k({I?<3dUb8Y&S_Zm4y7^33ZX30
zKM7AVgsCCgE!O(Zz2|lgx$A8lY&%q1m?&9_dhW=e`#r+;r#hQ^{j9&vKSE0(cg%qa
z4Y_m<;EuxLT-vy3G4^(7eU(K&wd9(`ljDcrfA5c*V54?{{c?8_@$IK?XTGmp*_D~}
z21I+bq#jA0@EU<y3ujI<vl0*#ff|evA`%<|?z9qJZEqE5pNB1wnLy!xmyBC$489H|
za!IBZ0DzLTfu8;6`yW1G8Mk{LV0er8konK<=skM6`DKS{yN{j5YyGz&W@JPWOnFaA
z|C&MFI{7VZU7=hMAh^`HM!kRG_175@d<G9lM&Yd7eS(0iVQ+2K_=samFS6E{vZ`Q6
z9l-k!=2ylRpycm!QhyQ6JvHjiSq3m9@2D-ou21LRC|RouU`qib3VDLnXa!SFi2AGZ
zyXF5DhFuF^g)cZiCmryD50u6<ojlN40xF2(l=X}?QmpRQT!?O88-2D-RhW7x{)j5I
zZ|XV+dP*JFOuaZ&C00+6X%<td8UR~5d>6Uc{KJpDv=1y@K!*J*R-lJc_8)4NMrJ!?
z{!8&+!m36fr2)AIoZkux&GdtVfB|m9j8(M<ftot>S1IVOeqmYwU3i4!RR>z5305~7
zyRgb4o*LKNH#dqbjWUQn&?}Gb^adV*09HV=v&4bSi&DMc5-n7h07>Z>^#R;AQ@k!K
z>!MGGaSfpDqI*x6<8OwkIf$sVR2_`sd=fD~xppPQ=D!UWc%9aQWh$43fFHx+zO*Yc
z%tStVp|}Lh5($6*^r<_9^U*a_ll!wqtO^Ll-UO0E1X4_LlFqK&c#ID`dj6!79&g!L
zOZYXn%E2ycJwAPt2(hFT1Em22!_e;**;%1wSvRj7447lANur>JJ}_F549fe=90>xn
zD-dFNhZzS+f8e1n6iqU`hGb-14beZEU)=8bzk{s#d(=VUsoqh{5@m#5*d@@1mq{So
z4rr3~irof?q<F<FCVW1eTOKaI*uhHCsNxw}YM!tVbc~=ug|HFK@<H^fl~Na&eKnZW
zeY1Qcb&Z<Nl7Vq+y{kN}@b6H}h!znHC(-hwwFr-P@{?9hx6AWO+RKaNhvBx|jMChP
z791|xm#6vA^Dp3)jiO7V(PM$kySvHd^%nCL0e!34+1Xy|N6O+SOc9%<Md-2ErD&Q2
z0fzZ<9#A#zyE?6Y=;kw50EXz&l(<{H0P6F5Gb-nOn;YH>zp+6)J9QDXe(Rndk7-C4
z?HJ(p1MhJ5ioxutbMMD#iOeVAH)U(n2L9_&4|nmXDRm?r!S4b)Nuqh~wl~}pM=C_%
z87UJbrJ|E*ShwPvrN!Y5!2ETwFJ^t(V}lCK{c&vJ?LxcfBp92o@=l?DsZT)tAw~|?
z(eS9`fcPNy<k2lKCIvmj6ZBS;{~&9GC%r0x%gtk9dG_8#UKb5Joi)4+lp5<p#ce6b
z#YRd6K&!FB&_}UKxAwTOsNXB45fgX#;m}@o?9yQq=wA!v3t+DY0HxrNLedvUP`4b-
zbi57n^nQXy>V;VGHh}5ga_ZjmPf6H1X4KeVfRGO?{H#aa116`Pz?q}2`6s~`+TmH{
z%)iM``FrhKz7!@L|1Q{x4Z=uw6ct=v^}GCF<B7<RpzuD%3#<wUJ#UfZIitykR@QDM
z``oAS+D+Yo%maY$WGOWUEuN_8EL^af@3(Zyn#VDo5X?c4=&fQr@l)2CsvOf=MzRt_
z1opf6qKOBD`&MCT$t^>MB2j@Ztz$F)^|zue2dr?4ZV8Cts7mBD=BzvpZ_z)rysE!i
zD`U+)^fW%{jS85UUvZ^kun%)B<GIhf{#<p0{P`aYivP6vrS^qORozD)bV(2Pj3D47
zo5D*r7SnsPuch5?Vo+R$&5V5}RnXgKxk5<%+lrv;?+|yE1hA;lwIh6pD4|M7HNi=g
ztZ|2jj4izmS&>l3R4K(`+328|e|j?bl-q$Y0~`ZH))g6RSDW1&I1E)Q_go9u{^<}b
zet!eR1$|c%_K=aRuKOz@gs`);LHpgwPYR8995SSycxpplu&g4eo`7VzP~3gzB9K1N
zC5ScExKhs`ltq}o?car0PQWDzu`J>~o=?91iq)6Gy57C%DUADc5%>bkX19G2v9I+m
z2C{cKcsdUq-a#n@L6hOFB1Oq}Fh-aM-}uO*B)Z*xr+tahhtWV^OWN!j6JoWnh1wB~
z?$C-sA7@Cz#jCl@AGmA2ZyvmoDlQtQ9_U&!Y*z3=TmeTeq3)C-ol&R=iveQFZ_}p8
z-=bB&zH_H7Ncte;e0d{VhQwMk2k@sxdg^812w*V))1(GbHB0yC9iRYgQL$gI0HX(l
z&&IXUi>4~ImgBKk%btXIAj2+po`WhSy94G1;%s(X9gEBZSLVwi@ue6kOq?p^QvXpH
ze-MC?Gt7UVQF1v$M+du|F*^+Th1?#I;aHgY0ttf2N_Mq2BFQaaJS-a=ID06O@92p?
z@aO-@;o<);OUNYSavBD6lj6uPB*&+l^X$&>i)~v+9fISEQ-+LJE#=_=5=B2t{r<{K
zV+a3v#$Vr1hx+<A`=C^XVb+-UPsRqnfNq0|PWha*uJRf#I5fRf4SJQtqE8QmHfQTN
ztEo937p~KMCuA>O#}j%#p0Rkk`E`TDULHv6#EdO9FZh2n#Qbhwyc~LiEAz^Xm<{G>
zVe$A2uMdKI&BVa$KRL9GB5YBw45LuNc-@~HhNyKliFffxm%jQAYs5K%9v2buz=vQp
zCMd1+Qqvk#5&!aWc%OR56``XU{T)8U$mD=H5gHpPF5Y&#_(|?AS@Jd^vffF9t3+Nj
zv&qU$Jx~>teAwR%^6s1g-#(HqQNWnVttV}5rKwnU!?oMfY~HL`YkyJS%t3^+H9GUa
zX7S2B49e>{TQjufoOSXj2*117fo6~RpV7Tsd7)ln)S-K{W`EbnFx^$PT+o;2^Rc#9
z2*!<6c_f?Ki}yPK@%#HKpE-Q|_TwAod3^9Yc=y{juiYunmR92_wYr*7OxK>pofm-;
zPUbt$J8d`W-Z_I)1u{bP#DnBCi*fR995lW}5APf}Al8cYG21yzl(M*WQVNeg1x^>4
zS+L`puiHI07rEQq5qdo(EI4$qAtPfYcwtuAtSdL+&IqWIHBdC;JH{Mc2U~~(*;ma7
z4N9w9tvldSV9P6HfmVlKE+}%Gr|#B$fJH*4ba<493IbrFZ~bh90GJq|q+S}lcNX$)
zfuBlGgG>70(XvGcWwV)Y29CCr`a5?e8b`iZ*Of{%{i`Msc;^m-)|?@rXwV8_KuXYA
z*pC*&Q~Mg)W-DCKdCvE$HPqQ-tYQz6PJlB)cx&N;u91T?<D#H!4xrE)&(yRap)z>H
z?j|xPa9gA9+-?D21ZvdJk^FZlBqKQ>be@!3+)|3ziF?u1#J-j4m0~o1F~7j&=|4P8
zk3tQRyal8~67yCNH!p-CwuO^^7>Vj&w=e8$T$GR1U*y}I>!bE`V|J+r>u-E1n!5a*
z3<HlOhIkjbxma2F>23HT6C1Ng{#3VVe$>3Lq|L29*y)YH<W_=#y7kCvtFJUh2_sw$
z>KF6DOM|^@a*+7rK;as4>wUxH0TlEq7q9L+srRe<pi<OowVsl#EiK>i^74>pCQM9t
zXetsLOOi)4@rrJY0a%LPJ9q`V#zP4<UV4!-y(W6oTThg+g5(LOlJ@4-?Dk$J<}(QV
zGJi7#yDt&y(&R4sGPVCA3aU$P-Hnu6=$>xPAv$kg0y(g|%8I*Fa+d-rTdRj1k!$y2
z%oJ+?ro#w=D4^!?QfpQ%mRWj;!xPS{T|d{3G<>zAH?p7F?0GIoiZ2+i4ID4+3iP5M
z*F753jA)5v4)BQCoyLIlhPYj`q=b0dzIRjY{**Cl%G#rovU=k!3v~x7Iho;OptpZY
zRe9i}m)p51lqp`W2A<t@Ktlzd5Er7xc+sdz&P%_iSwcOuK08G3S?aEr<3SQ_Q*nrC
z$m|NesO?i;i97qGb<>i$q?KB@a3jHg)h0B|B=)KRQm5+Dz9q4rncaTB&j1J^aF4h{
z`>aN^MnkGisr<1N;M*jnfjiKjT_}3s+aRBIvohqr4dLf!0vIv`WJm#ycDlN6DWl84
z@%L#xLf#c*dGhrD(Kv4mqTIt43PAHwOq8i?P&JQuc0Q`nLjd6ep!W;t65#mm#=VdL
z)_%VJ>p)MNEjYp``8&Pv0&GR|FGTqjHvhW(&tImeL>s%@e)^)e*31!IcCh-g0;(u`
z8sx$ZK7t_iI()iFeXmA$x^xCKI?(;L^+kt+NJcuz6(eh-_AG0gA9i3>^ayQHbMn?C
zKg2}lF~Raqp4Xt;Gjy>IYeoAzvu*K_y`sx|5rTBw#w$;5U|JdHZRUX)Wwd0AmNRhJ
z#?e~|sJO`$qFk`aX{|U!doqg25TQX-*8s?29=cQeZVz*rgx>RsF3qP<7v=`+U3v@<
zib6I>Tqih~=|v3Lab?TmT??^A=y&nOZ2><~pm&u#*SStw=MO}kbynt6>o(PPh!W1G
zzrockZ5Un!hT}d#g|xXc<pyEYL?<T9xu4=1lr+>>r8A}e2%Izx@DJ5s^Cm|DRRNA)
z!Rxh#xU;Ls@T-|bS_ZX&x<_)DLwf-qc2`&X<7hoSFn?gE#<z{4Gm6%S7y&>06DE7>
zp4m)?<%;^wCO!DJIUn9Dxz)LX**-fsIH#`JbwI%*TKdFl-<Wh%^W2kr7?T~puUw%V
z_+g?EwVkAp>T21rZtK0+(3c%X>QI*t{NxTeuHTa<9Iq`m8Qsb}4rSo%FNL)uOl$P%
z{<xql!6XI@^7y{ESkA#T6tqwvh}zyqP74>Pz$NfpqWDkT+T_GdX2YGalxw}cP0g(Q
z0&l}){I>MD>GX&~#8ip`W~6zUCT5CPS@(Ujtuv$n=IwHg<HZpm2KK)VAzg*z@d6Sm
z^h{;<>THQ&PhOeBpmm1zDV%P!aa!hzh(Q;F-2`T&M-y^(-?!~3Wz}+tWPM4>gS^2r
zxU}GzggD-IidAzn1Kpp$(!X!x{4KrZ8c>6+H3CN8t>9x}I~zxWNlX>m^vCf4PO0G#
ztSS+eaZ!;IkGc(Yj;yJ?6;z=G;CUgT>nI$P<+}VX^u-1sx90Z1(3Bsn$qfr1x4(_7
zPSNUCL;J7q8q~!~Yr$Y7bu=@Lh|)WimT=V<koapTW*gfFRfzxSY13&onE8R?$<tA6
zT}CmR!KCb~AwrMsp1Ur<w0RyG$Z-3kpryQ}uu|?tjpLZu-qg~J*~KSB&-eN_#RH_-
z0@-Za{!TOGjc+N(WC*-a$YDe0=T6A(gvG-_vMDtblGV9>(1<RB3q2W^adbOU3Vl7r
zb+~>L0B;!hT;&)xyl|oS(OP>Y^K3e1dC2Zh*uI^@h`~^cr9YS{UMZDE*EOYVV87p`
zB@7%33I)C6Q@;TtsO6&BcLprRq^|eg-M!yG_Bbs|fFOtq?Gv7Wwm8_+H?hHDSXO@w
zMlc4kEWwc$EYvAha!)aL<R&?+KzY^W!*eM0xjI$uj^t17gL$8<KWb39%_<_rgBmaw
zO&`wnI>Rh)xS8!T*>W2u5%c<2TCg%g7Yh%)e;+TUN2-nD^^np*G-$MGwu{8wmv(Ui
zD0-{e%cMg5Z!_6IPz}-EEt_T~O2I08T6jvd=$40Fo@YTE$uasTRA0_Dl)ee-^!N)1
zC-$deb+Ir&L$g!P_NGPuc&8^NxhWZz0mkjha_U8dTf!rr<upiNVcjZ8p{rkAt64Q)
z9*+ujamyH5h!yGOdmd(LQfOE&$rf-vU<kaqHS?vX$aUZS`lq?n)xI`?`Bg-)D7yDp
zRx44-O#2co8KkCv%glK{>h;>9*tT;V-+A%B4Zy!}xkdq^tj2YPJu)LK91in2-v^gl
zRW0J72I5^=?Qill)5YSR17f{Ii8@KTUQ9r`YHtmm96z3W?~hvnh}AT=uHDRGse*je
z{y!=sJ!o4AS(9zIx*B1PUStVzE%;0lK_5^uI!0JfS_H#numNTBA&%U(T=V00>H%OS
z7xBoE9KgZ6(lNu_QB|x$KHra7NybQ1z`Zf)K1DBY(N{%zgx}EOud*1f{VeSxCGY5V
z>6{g(|28C!K?)LkuTLc;)y}Ntys>0DH5FZ1i<&|UmYI-1q54>bJwmAwH>h(PO>g-=
zZ+6^gViN}nXVe$ZW!EA@-m*I}3_2AMz91h^yxIb?a<4}2g_&!N%AdCOxF)ZN{agfJ
zW0u8=wU9{^e>Z~4C`?#}hw`ue%Qk`}SQC>I7xkFM6ij!?LcvN4(jv?f&CgngWo83s
zn;j${c60Xz|G4Iy;4<5$IN=;-Xpe(Oh&$pwdW)9y7=Zn#(-e~({NMYpywVEU+Wp2=
z>NV@oLpp%7xbza@e=D7)aqK(_RM|)=cRilP%+&3s_h8hH*lCCYon->6(yHE7l{WvI
z1KVT&cR}<}%@%<oxEI8QqF1NnMe(L;*N=S?q4Sht7HvOs1kYD()2h1&ryxTr!*Xi9
zd3{W)1yF+Or|g?*IPVX6S11XhM8O<UcJZOtF{iWO_tfaFX%nO8Qo#fPwthdP-0*Yx
zc(Xo0QbTqZTKUTi1hybVILjEUaAPK2n&lu&Cnjt&xklCjauT*$sBmMwULZb5D-Mnh
zWY#e1Vg-OzlY*15=Dyl|fqG!2^mB2Vu6vTQ&9eY=1$gpWSDu<K(waPD4bC?eyhKAW
z?{6|)uU*TqT!!o@=EC-wZInI2CpZLw<cE}Uo`drgtx;ev`vHBT-Q`N2O_21q`eRO4
z)1C-dw{gc??B<$Kfsr3ZpgRU{0v`)%=ErpE9$N3zzFHX-W1xLd?|;o+FNF^N=^ZQY
zgoJbD61s-)<;0LuQ4OapvRB-^-b`sCYODfa(996wnIEh)tJfle_(aBDF?pHCGfSP`
zUs)8h#u9181|t*TZ;wn7sYk8tIy*=fcm5TIJ9Or`l!jiTCK*@^Y~quGFC?ScR0%Yd
zZ+L-O`E=q`2Y|)4t}!C?O0~D3$M;t!FG8Rf9;R(Vn-D0~n3M(A9amlSJtmD{>aW&_
zhEc6bu^B&gNBANaXf(dtO^+?3my%E`peh|E{{8U#r@nQqjPtcFY_6f6@SQvMjw-uo
zpC(R{h;aK3Ovf<7jUB6@M=Gry^e`=wHn}a<GT}8|*x!bqN6#BE?k=NyV9-Zo!F0fO
z-IzG+ur!`~x1lB8xtH0gtQDt~0bw^$xNHf;vPsFky=FC?TS@jl7rE!;q;)hP=1t<*
zpK~WKA%9Ye;*<RYgSZG<Xo}pm5FO<vr#|Pq##$b+QZkBl5n?=E=xw+@Z80rcay3bU
z>=Ev_XfOV+bou}K3mEwJMtQ}2z~84%=6nxqmYf<Nvfq|+rbnKwyQ)GzI7o*!Qx2Ne
zFwC&i<0y->HCSs&PtHf>j|v{@y1>k@YXz~#BfhshIE?+-(=LE*UOM$Wc@Ui<A7dS%
zu?YOJAj*qeLyX6Um}xV}RwzFqYqZq$Wi2%Y89qXb&GJkh^D#orsXiyy9hb;2f_$-j
z=a1R#>@~@is*~j#t2j`@<1rN-%&p40gd2T<awGFLUNWy^>|ZUOBQpn-m4fD3LDVAT
z&7&tCx7{i@-Z1El+jf)Mw{EhYWFyh!mmeGKr>ST0Lx%9>RiyEb&U-+9e5)%x@!f&e
zU>))kf}vVtaC^4zCr@9yRz*x%50<4niQg$*dCYLB8+!yKBXX&$bk!3PmkN$gJ00S(
zk_J~tOD77HopAo=!<JU6&5bXG6Z+&f(pB0_MGpW+2s-u_81$$MTYIEYO@$flkM{KO
z`vza&+`f^Jp^c>Ny?2sS>|YMtvCNz1HN3sgd-On0CQ%dnG=MiH7M<C8ou8?qk~7X$
z-8^L7A#n-RiX`hiV69a2t}4NGDfQ47_y-WgnT*<k`&A%3$Sh=1Rp33I%H<6@8do}2
zK0a6?7!%dAr7t(>1Q{||Gf{4!ek^24C9%>r_Cbia5R8m{H|~1tB_Ha|X%#*|Y{9AX
z+D9*%ol0xVVlR*LmeQiZNCaL<)x3KoQ?n~~LUX&({88FZL^0)wcOY8Da-t2{VAP3&
zEQ*r`wJY979;~Pd!mRp1>WxtteQ7y{KYvvq+4m3s2KEJ9nt+Xt<C6J_)m>)(**L@%
z?o%h#t`&j2%;%zI&Ds=%3(PwgFfgMT0X(<($~#_loy-f(@m89f9zp9<g{Qd_0_SSz
zSFZ$Rr$YXan^-+<iYCLs;vW2qiA6aH;2j#lx&aUQ#OL(GhS&Cp3ebo83;e~$oNL=^
z2GNm|pMR>~u=QEhImMd!2Yn+_vLa;&Ksd;So5Hi(oN`hu?We@h^HrT|U|RT97?L|z
zhfo|Iw%1HZ=!;^uS634Dx6?)L>qCtI9dv%_{mMy#xmi)DuX7Jfq=yHP2QB`pt%&bM
zJn!WUGmNx4FGOz~!VYLG;<cWQbWO#Aip-8&2|1)cw%{x4<_IX&^7njZ19{gRVh=&d
zHPh2BFye)2M4n-bsh{1T4d@U<(Y&UMm|<8}jDC{z;RA8T(OG;ebOtUZrI2@qjvbQ1
zdAW`r>V{(Da0Q=u-+4RiAd8Ta42n=HWlcsZxE_-F+m)R!@~5Rfutue@R+d>0g?gn)
zPL;;xmnO3prz%2H5|q5AF#6S3D84f|0#!dU0?FcgU$(JI>1St8?ej|8LXr~|Fo%WJ
z=PG(z3kRJEX2c_-JtK>(MeNw}zX4EmmrEuMHlJM~w~R+*Jj+~Yf<oCYArpGv=+8+g
z6Z6c1ahtx9NCnLzciD+Ev7_&wN=wJZ<XX)jz!M+kli2K9+2Z-)#R=RGA4?E<1yt3E
zJ%qj7pa_B<$UPeQmNqPW)OEWitl`Gz@}w;XQnZK>fGLuBn|c?WSS(aSO&eAMMflUt
zT}1+_+zd}!g72Fy7q;XG14|t5iZ6FI?zy_{T*z~`(FoHTa96f;7@?b|za$@4FOYXB
z9H!iCfKxG_q*nxdoG|+197&rK6_-W(G>CI)RKOc6?@9CKN}r9Wbxgj3S^JEo!Y-j2
zK&q4eiqchR^<DL>*>ixwf|qAsAWDqh=Ro!KwVmKOkv$uD2fMfOBB8MqV?Ht|zVS2@
zlp332X(YLr{j=?4XRR4l6H!g2fG;_^MWV;ms?8L(d{yrM`M@CZ0r64`rsmb~SIwZE
z7{AwM3f=(ExW58Vez<;xMro*6s~~iq#GzaZT>18k!Fo%#LpXwZSgUj8Y1e~*$Pk;G
zU<R_c45<Lt@s<ZI#1+oX3KyG=MCq6@HuZ3c*NqoNZk@hrcDoV`JxRb;j<=LaixfIf
z?1*2x5S?j{d!NO*;a5M=c_Zpn$@&75PpO_d_$`q^0|Is9L^OG7CNDfy!@vEzFjgt-
zQGuL)51wx`EVh$-tbU@FvY14ERWfVvYMfnCeG1j(i;(JD5MQIkP+h*<$3H;--#0^g
zFa3A=f23*f&pjk$hao$>PMPCG$^7=gBPl2$^J})*lg*vz5%8Ch^qC73*GTjNz+6dL
z>e4p`aG9Q-Q*RIuyhOJ7Prme#yHVBsZzr|PU@q0?2-_Mz37MlO`&uHq*z5rw7B-Lj
zdLf<D^9BSRFm9f)wa{DeZ!4jMchF=<;tO&Yta64NM$Ue+0|^qr;#jDB8fHV_SjHzW
ztiIYL`j{nsK%dS()M)(D7cR3XCFlw9K9m1#P*`}R{J6Hd!)GyO-vbxuz*rTdPRUYZ
zU^!g@1G+*>>QpeNnCb@h%`Iltm0RQ=hwDQL0+3R#_tHo53kUl4DA*?aeUDiXSG`$b
zRmZTULT5!P1LN8Pr|Kza?g#H6k+FoL(bwKyqM^uF_G_G3o{p7J#~zspXw<!RhMrYs
zIe`<{twY(C@_T5fQ?@_gH17a+UI4z%(OcJ={Jnz<$Exz20Pg?a22B!nA=oU*yr)L}
z$j?O<#2jQ9EGqzht#W3a<MXRJ9Kwu<`eM_P5-X{xVfd&2B&bscPIz9=C@uZgC4Dhi
zznMg23lLy4A7X@{CLlFOOu$&$nX)^#FJO2}yv5)da)vv+w={-!g$I$uS`>)>5Rlb<
z$=7#Ikg^}Q%uWZ~NT;IMZ35lP{Df#rYI8`CNc|KV7X$tNqh+8?zhM5&ao?e3l$$VR
zyu!>#px7@-a$G850pOi3b50yLJ3ibAgpZsXpNqOyc|a)dPH@>?War*7Ycy!KrD&*i
zd5TEUqK^RRg)Z@{5gQT3Z(KNU81SA43$!TAc07cRRZWG&A!c-m|2oUF$nyUY=}DEF
zz0PG0QNF70w{|@WpBs(&lSf=3a!71g+B434<Uex^vhmB4dR8OMMRafO$XAVwdSdf_
zNN1sQ${LaIch1f1=e}uck3cMh!AHWeHK)|n{oI>ng_;~T7}#r~E`lpx2CT=WYs*>h
z*D{r#a{m%UIXA-UoVKDNVNL^Cu773WJBs1)H+<K7l;SV`pV$ZWGKF|`kW|{<VExmj
z>;?U133sN@KjQ-y&tkcxXj(r{1`0HNa7Z@>Gx<rW!^nM|zzeTlau)BE?KSvq^(DJF
z6&r&Q&G8Om!C_ovI7O*ZlJ6Imf^>*;!OT!I<8jB3hBfuVLs8OertUfq?nQZMK&U=o
zc?L$|iutZ-^qH2lqnClNm@i5hclcoWV}l?ooRN2wX*1uV7?!cE&pO<vsyb)ohuPVX
zg>(73*2on#tL2rzm;J1@n$-l07~oG9Fp?Oro6gxAWU)31UPmDJF3OL!ie#+}(HCoz
z%|trsy!DSKZnn#THe>Km|NZm8gw>4dl(0DNwr_(ssnPr#FL3~nzFTUNLH{8S_PI=G
z^UNHph(l+A)aoDQgjW*Bi2$-i%>3Zs=$s@0sP4(F;A1h@gurO#?~1T7N)0^f4A47}
zMQJ?l9Ilg_X2ne6O}edppNZK-hAW%mzAyBzT~akwF64WyNih0cN+^0<rK-64Nl-E-
z1!#Y>K+QIglhTg^3q<Cy=rZF_<2?obYbYThndK)iUW;q1dF{Ah@}`%~GgD;H4_bmB
z7L-SfF&pg9J%4);RL%Et&j=P%_}4f;fB*pq;4*<K3AZS_(f(pUhj34qF%93Rh1cB4
z6<)G`i6|2FiUn<Vf@c2YQsL&SX68}DSw{FXQo$<qo;c-Md84D8Q&mN1<Iqt9q2knM
zhUOelX0CLtb0Xj-*8vQ-5_yT%eMcX$lucS#6L&6pTYr-1^^Qe-gK5(>4A-!WOX;C4
z5Cw>zV_8?X3QXqjd=}2@UUjBG2`-JR+6JGyOJz-$Ed5pW3Xx>k4#|P0Ocq~Oipq3P
zH1znASKp_urwAN0#^}TN-XAp0IL{6NWh&UB0V8MU6`V1XlYJrf_8h%vuO=v>u~I4Q
zEZzdj2DE6S=2;Wo%jw<o&bf}7hxwo#mT{dGn{hU4=FY<4j+6;&BWvxOWMZ{sP7@*-
zgQ)BB^Cnq`2(m|mFmy?u%Z&LE;BC!m%G2arp$sMk(7lWW$bK;b-XJ#a%R1Cfa<lAd
z_RN4C>xgvk&%*5S<`4gEh<Fubq=cX$Vl}}BzhS^3wgEx3inw#cDtWE%=l8xkBr$Vz
zqO0Mx^$Y}pJ*Pzw3kjfJyQ}rK%Z2Z(mAjV^3mh}g!9f;pa?vC(qiveW;O)m82W19g
zf!u^o&eay*&dOdtmfcD%0I;7wICi_wdTGo%?XD4{rTRQwK;Jh81)G;2AHjq#jJ*#4
zJ~hk4R<XywAt%S8=3%B4Bnl8;<~FRaLM&!2z9~I9H&M9D%?m#Na+|45MS02c;^I*z
zF_l2^>p-_AqZuFbQ0F}2#yn>f0FsYE8}{=ti->SNS7{0=XWRFP+Ns!UJcba4qCxIQ
zMel*)r8!rFhrWXKJRF(HZL(GteMZjC4vZ#FO>dt+%$>rldBD?;uBOmq+KMXftb6Ob
zl7Go08)a+d<U0<Xbpyg=T8Te3K9$tQ0<F^~(5<kmXo~i)SA~#n)^j^R){0VrRrVIG
z$J+}<Nz+dVVsxK{Lp*A5?<ZRlCDC^V=oBIj!nBzAcHSso4F*q=J{?1mI!ndC<P>6E
zby4ojcsVC}$M^?U_&TxI@TJ-<Ia5qmfqJipCUn9JICTHdcV~uRSA%iTJoq7{q=S-h
z|0mujAWiCC8$xlE7)U83El($v*v7hjT;1r9tTx|6r5Obgd)#N-6{i^diXgUh1|Trt
z;Ks6hZ$1=sulDV{6sJkelgi!a2o|Xmk++wogs~IAS3<Mw{?D4Dv1ubnfo7c#xe$<z
z_x=EPtTQu8O+(dY=Z%lKC2*}=Q9z!))z6g?v_<F9@sh5i@2$K-tO7Q_KKJ&<`O_VL
zPE@(-p8XnU;W(0f^UVJt^6~#CKd%3=H@HJ>XBWzq`+MkEiXLsPu3%Dlr#OknGhIU1
zr%qVm{ya9=^fR&i!xq6Hkv?gGp^AU-j+eY+tWIH--oMX6hL_TJ;;vuh+*}!qi;wh+
z9d-JejS2E`QQgc<HwBpjrx-0F6uka5FZC+>ztp<CrWYmk>b9=E?3DFb;>3Lroi>WI
zXi(<o7$tx3D!QWU7T(Hu`1}s0_*aSvHsooLFX-mSeI<d-5vk9*%=irx<S(KRT@rn-
zk8^(sA)B(tOS#Cddrx{VBE=Mq%tniX11;A*QnEq~Q}i!ze@`2))xKF+-BH(+U}q*U
z7WX!pi?vE$NrdO5Em_il0fD@B_gDJh-fkdkNpO;_?p~5a=eaAD`+Le;r#pO!y<O9O
zKT%En9A1$gV_`vt*4mO4?+cE<MSB#iieBvY_HggA%*VZGXdG-kHfQo6QRStq5o=zi
zGBpUJ!;E#QLdK`wJ&2Ej2x9)tpI^l~7Kew&2pF!~Dn`X~%@K~9ye-+6wd+OuWc@MB
z)Cm36<z>1z>;?dKt%gE0nF((%JXzrSK5wtXoSE^2qs3(^=f&Jk;j;ipJ~C#GbVLcG
zm26tSoEE_x1;k`q$JjE0o!OR*ApUIh--{;My%IiqPmtxb&P_N+jH>_CEnPZS7<sRw
zbHZM<OLpo^bagX1ff-9`0|4;-TG@62)HAuQ4JKLGjG<pT?=ZV@CHB2zeu}Rv_U%f}
zkjuSmyAWR`+aqYhNLP)cMt3aa)orPC2{{Hv5>9e;BPQ}fuKg^LwYb4)Dh@J~oUlF3
z9KNuO5|w|UpxW44v;heu=wEefbQ7uBb@{&lZDITJ7`7fEZ!tkc(@=VyT3y}-jX_=B
zSbIgfX(s*DB)sY3D2BSshAP$R?=G^&9pdX8&-XO3dF(?Sb+e+OCSaXLxHFlD{i{wK
z6tOb$i!L<b=#^$Z^5IavkZ;;7!@$c+=->tO?KrIN<k1M0vT|p~gP|Cr%X~19Lz@37
zvFadraS9sC`?{Q*<`~|cfiH(V2n)_y_r&96_^?x{z1HB9?OOkQ59tp!7jNdu%BWrg
zWpb>pIp87>tb0OEoCi55%0$X9N8Q4FB5}HZTiG|45mFskvy}NRAs-FM@HpDT^gnw2
zzM=i$UzdP|{}7B=u#<ZVtKjM;Ex8~=Lr7jsNMaTK9t){b?maso0@Hwt!059U_(Abe
zD~J!%{g}lX)B2y;Bxl{Fx^fmF4VnlkP@GRl7(M*CS2vKB>^3-6Msdw*K1iB`aaqkg
zz^A81oEF8qzMCkt4Uc#SBM$W(8d^cs3GYnUBO(~vB`#xRHEW`O=B&r=ZoAe+pZjHH
zrlZFAOmWd^O$7qjA_4iHEuBF>#jT<HR$D&-m1_Z>zhahS#i2L&*xv}h+yfi$>YRC#
zzn?QQ5)lpPQZ0Sbv^m91{5HeKo50_w^*z=v7c@%cfD;lh_DVK)8osR6?P>^mDD)%h
zwws${QFMN?S4G$JJ4wgp#8Zo4DxA*ZN>Xi!PC*SN#Z)|a2=Mt$=x`JQr#B{exsvBU
z;nwK0)%xa#=#`;U=}}*O9RJ%8#Pr6i&6pZzN}isUAZTZf|KK_7xstcOMOVi(=PHf|
zI32qUA0`~>Gsrt*I(Hj;w60ULtda)>ZTo5#!nZ6kuzm}TiQoRqY%5Ye#biyaibUY2
z$~{wTKy0fy|3O&Yv^H!<dH%0O>QF<Sa+p_m;b>Ht$4smnJ(9afr0}{xU%tW5wSTMX
zN$HzZD%yBNV1E62XU#9%h0}#S67xLzok{a!XI%}R4BhKUr>DdMUU1=G#*B%HZ-eLo
z8XxQ5U+^?5g(i&y?f|{?_v5LkP9M@%T*3Lr5=S@Uq;`mZ_W5jQdlggjLu$YkEi^>b
zRn5kvNJ@Yw<Rv4sBf`r@XJIxMa18c&iPLNJNU#oq+3De=X(A=RNUu0H%QO4ESBah?
zerMtxK82^S7lC3>0AJd_h}##YbqYRy8nV;7(j<tIY~vytk^+;xNQ%{+D=kA*q&hKU
zSn$jKn4qxD9l#Ajbq56vqk*FMN63Jj%n{o<Hz@$FYCMH*-*gWBaJ09@4V~}q+<X7!
z&1k)vIdp$CgGr<er<hUs+TU=aw};jw<epxY!7t*_(?wk<eTm6WLxj@c{%-l1$b4@*
zt4B|GTQtjJ+(8waiG<IPrk<&yA)jw|_vhn+aGptf>$V8bkB=yROG+6{3(8(755C!`
z54cS)gI{#Y>(MxkXYx+g@B_841CqVDvv)Mko+&&zSn9@B*WiYJbCT^QScQy>^)}5_
z6+AB)n6|dK4PLmjO7s~}EJ*k|OB6)8i(OAO(0ku&8{}X6u*QE7R0(I%iN#>(t6oH~
z`upHIx!C%_pfL8H;j(0}^r->*R)1q)oiu=cD;_oTduk-;7i$GpzW6pBcdX>P*BUij
zGzS`)7fMynB0<X%2>pgjoxIhXk$k(ls^oJ_K&nS9UCI!vJ16`KRYW-XT#9!a{(r2!
zS6Gu<*EZ_6Y|DZXSc=lJ6a)nkl`4c}StBB5i3OxCMWu;RsevTVtB8OK5fBiNM5PG=
zk=}_EL8L?oT_E((Ng<7twWsgi2mAU@|L@2HgzI_cGv}CN+~XeieaGnaasDn@X#4v~
z6uianPPSN6y-!*zbefE#vt)FTOY#=;JTR|U^>2AxLMJb%a76JZ`wgJNQYXuA%JgFL
za_4!F`cW(pp@2NP;C=1zqsbilF8IQ?Nhv(H)p$*#N00<g=>^MHZDyrxbw`w>1k`o=
zA&sD0yCWKImn!AP%S${mP*3p31Ot4-Me6D|4Gk0lwJfl#0uDV`SEzgnWt;!RA;p@y
z;ATgY{z=@!TVhGJkKWcq$HRv_1~pp<sYqze3+Q`6kDm96+v`3><lCpfsbF52Dsb?x
zg<TMjqAS7q4hFYf)Gun2%s-}z{gG{6+ZTPr5y}pZ3x>6<`J3(z*&KN!Ziw59NcE{M
z=XNgvTR!>b9P;k3cW`MN_z;B>yAba@^wX&|AjsnM{is@2th6Mif@PgPn`__LXHT2K
zgLHXYb6=e{chzbK#uEL+S7-*+2hM@%qX8b00P3d$fj=50S`)mtgYMVf%Y3J*HSh9t
z=*M(1$Mg$(&x<b@7akfh{I+%l{Y&q(IZz3+DIu%2aWV9bDVlW-fOevV_B5nBf9sx)
zx3W8&)+8~Q79n{r!@m-N%5)ged2g8|TG|(bD$bIv&}20Ek<!d_EvZd6!u9^1ezzhN
z2cco(qz&|mocp?@)-uKzM8*Ls09+E=f7X%JIlWii&n$%5CreojRBdU9TFSpoIo(5^
z8CRBD9qC4mLKXbi`kK!?8ugx+YCxHzXo?8iv_^fV8@F;HR;QT4N@;*9btTZEm9Hb^
z*x0yH$Qz3nscTZ$MZkcscb~$8d5F5fVwtPR6k>uzKyu&_dOeU35>uS)qrCdEseIAi
zHDoPeQX$03#<`GJQft6i9P<5OZQ;}j;x!SJErZjoAnpR>AeZ{v@phXIW*LcJ1pu5g
zqk7zcL&htM3ci!P8d7PChxRL32lypWRSqu19kW`ijM@J|aLg@<>i(VYvibC9j>$Ar
zpjn7}FGfD{s<M5XIvK<i0)Ub@IRya21?o@o`tR(4C@K5}NceB@F0g|Jfw;h*g<S>r
zCW}&n4gZYWYl_)S-@sgiKJiR1FLl;jQrq@8qFzK3S#=i6cda~LS(@_ij$K-&K{F@)
zw7qmzA$}-)8RysP%+2TmVbNo3&L+hWuu_d8M2TzH((01NC41pZTg-;YC<|+)4ItVu
z<?^+KbmgfE%C1Y7ry}_56v}qI*{#GvQOukoe~VC-+752*EkZLuSOq!$*3ME_cOtwV
zvElx|>++>czX1(_?uvH7S(`U&0g-}kbDCQ4b=c0iN7m|FWQD(B%P4?G4l<U7Pumx9
z;;gOa&kaCary8}%)kI}2XF{XRF2}brR@^$RrzEj7&?J|i&etz+XPF0SVD$4C@)9DZ
za#2Nol-&_d9b)wz9z~7CY>5Nr4*-~G!)*CZxT_0)nvNNPC}P0eVTdSAMJ}zkgvVXm
zR|LP$aHX;+?#UTwlPorCZPlybD&F!z^HqFy*=ZJ2mi|{SQ4<HOnSfxgr-nAb2c{`P
z{kT*leecN&s&C<qOa;+ho*n0G^eW6WC)<q{k4n?V9-w}U62e)sDJ3ZBL%R9#8k3DE
zoSf)^^JTX*{GAco>f>j8KNW?;=`PD{0axa$yIsyAqfJRp8%s$fZUOJH@-y$As~TNA
zrvX-W_zZ{^QeKS3p<ay($1>mZs+?Sa)I&(NKpo~M_>?>fr^p?2zmb07JNJGSmaB()
zr%`5KFXO)2P#3t10ZAwY#I@~882MvAT`BvCms#t->zsv|775EiHv1Fw0>R`*=ZrN|
z_~0+_2ZFeETTs&(|K%svEu2R^ByT)ylygmoa5B>&82S=ol9nNS&^Uu^sip`aABu!)
zpRjp_@^RXqm~LwgzT2Aci0(^--ogx;I)DK25HS;j83R99-2$Mev4FQZ+%yxtP{%|d
z^tv*Ej>tcJqy&`vjwfMB0cL|(t@!rATE-M*N{#|3K%IU;^rb5^=G65|hrqQo!aKSe
z#FmlMGwHcQ4v+^OHjou_o`@NPPJpzrELA`E17draqE{%hk5%F<vS~0oW(}8W31BQN
zQ#-J$g=>ZDJw*8+L6~@s(Av2u^}19jZ*XXicDJm!2p!G>mZ{ZMz_kkqYSARiRc!xC
z*yD*BfBl{sh#K*YG)@y->*y;S@3`JPghk0rhb$}bbfYP*4mjYebPt*E-0`Fn3+(BT
zfJ5MrI+42opU(^uuk)fU{ktw5Er)2%$ey(n9Nr$Jh#M9RYL30LXqlcBY{{;dMB=MG
zfk9LyT&P6y-gW34`6VCqbQE6Oi!k$hm^swwgL+w7n_`~?OOnv`fxenh>30NZj}-8i
z;0Y`TTHbYAAVtR4J=c|2W0gL)wmS`;bn_-wqvX(R<U82(RdUOweY`KTdVd}K|CPf3
zR|WN^uz~J@*UM-3>wiiwn7W@E+Wo-J_#%&{DQfQj67omT*0P3)TMJu9+6|WSyA-Ez
z+3})3&s@S3G))G7{AAv3f57tX*X*bo|C9%uU1d~|G3@d>wxWE)vrNemqth}VKNB5r
z9BUhgCkdHTqY16D%#GQ6vFgVZqK>u60XC`0ZEL#sg4g{i$DfoG38sqcGNdt#Z9i&G
zzq%vMwd&X(%TZZ&Al@g9fx1^j?l3{EZKxCR6~Jkd7_P~{9e9uFdL_fx$fI6hk-1FG
z6)~<ACe|Aoj1@8Rjxdz#?}ZQ7go!jpF?^^YN>hql#bCDCylQaeG>CYUh#^>Hfpp)v
z?GfhXzC|GMdt{{m|Hjwl2l$@3Dhc0>vC=J)uVNne@{6WiM-Bg@b&M-EU)*-jaCCCX
z>YUxNyHlyQYPE06f^;TEK?r7^8I7D3$yiBYT)&#dR|mS9a<i^^JyILWikPrfaqJ7g
zDmXfMr(DmSvzkc)2>Xvqidu#sxIPp%$I6!k_&FNXdDcCuUgCT4z5VOV@fRA{ulBBc
zIQJ{DzV7Ka&KUa3PTb|q;6`_2EP^CaMJKfXikf*O5ehOR8o3FF4lUvzO04II2dhL3
zgCG6jFOSVVc;TSQY`0#jBO*cU5i)5%+o&h2wRoDx93t_CT>0G0=>IVAH(=3-_4iXm
zJ*8-ly7FlY2l1s>;-53oTT#O{ZYcS>*KyT|I(UM&LnatI`ed|fHlf?3U^IRtd`G(9
zJ>gLEd-ErwT`a}Yw#h^ft?B6Cwng*r(KHjwPw?EkgD;PkoXD1W*O1=k141LT$I-cx
zqZ6BDlYv^BTfI#_k*6isZL|~*%(W!N3Xg+oRlQxTuA)B9v0JO#cZ25U8Y{a<*(Ke~
zv5(le)bhmFmrwt_s<h*CX@w0gUkg>UMba|B$!4Di&V_15ysAQaGCM-rG*$&JF_$|F
zKZJ%)QQKDJ8U=+D6eW|II^C*pgLh>`9>Gidn8NiGew^jvXb3*4f8$8{+;QjJy=UP}
zyc^r?u7vU%Q+le3^Q^caxaC?GKdMy0&P(1g<76!-`S2D&qFO00K#9~ct;KTOi?6pH
zD%cZQZAD83EEFt~)nkYP@_uD1D|Z3u+s*;AA5EJIcDqGr!PJq24ADWvVixpwQW^Ei
z1a~Q*TSkA#wr@bGh|>RJlrj}uZ@7A<y!JvI_iiI#{jh2o*dp6kRhQ-fmJgcqftCD(
zV52QSk^WTR43}Uczca8v)D<aTW>dd7xvW3aYdF?pGU7eL9|>JV9d@hqkGPEmP*k^n
z$pDGQYL-cu`tO$}k8-|0>dT-N+!>P5Q|>Jye0(3`kcAUIJ~AX>HZjiYa&s)G%0PWc
zw}5@0Bz@^j^@G;z#c-m?{;T84Q`+5B)Xq`QrO=1I>8%G|j94IoE?0jp_WG5US|HST
zbe%B4$E!K$?bH48E#iK&CS13*ZWTM}IhC()N~J2*uDUqBvw}jTGgp8=FZ7wB%l?~a
z{qmXFv8K|!M3*`jlAXwBG9PoEb3NWPD$CoH;oZ-kE$=f+r2poIi$`xTLb35NoGO%L
zPKrHC$A<It7EA=kL-4djOkumvkp0WMoFo#W<EHV*WxhVuqI(%`H3qcKf0ddQaSXZW
z-PA<CYn|`n1Sp!OqZXJO3`|;y$AWKt*SKsiG{Za+1pYL2Tx1s60sxRZ@+Y_moJUiv
zc5Edd@;WP_7_J2M`}O_1&Xe?{d~`psXwq=>^qufbFSb#WYzo(@3~P&>v7USh;uD`@
z0nE;#rn7~cNTE?&FZaogXMp!GUR_d#jumYis})A^+kU^zzL)|JUo3cE(G#Fye~DnW
zGhIwl)%sxhO=5}#?u8(65Z|3r_7)(J@Nc@$nt3+B!I|=pD8+EA6vOU(|6w4wu9-X3
z=gBJXH~tiPgmR(k??B_9PCxIOABmZT>K=TGm_c0(_c*;XU*?GeB_}3oEdzW1KHli=
zu9t>6UvXBAExK@2>{K>&n8)Gq>T1?*guJb!@I`4<^|@2b{;3eu3xvHFJ7Sy_v5MVx
z_-~io+N#!%(LmoK<`1TyAF?BrITy{nNG?r$7>&Dq7|6(nCja9}AcAq!d>F;w@I}?+
zf@<%|Gx-4pH~YtZ-&bsV-<Lc-qH(4Ds_iSS^w)qk5dsRHhYJ(-yLvvk9wR_)QY4x&
zas0bccCbM$)Xs%z2AegYzp4<A^_7V2&-OAUr_c6L@5YUuFreaJFt*W>i$j1`B-ApU
zNsPD=>THq3uPiv}dNsRE7GUKe2w^{;N1C%|%Ev3RKskhI49$oW*=h^gnRm&(2Jd4B
zmLaAJf#TQJC|ga3sT?;a8D+7hl)i;;ygNU1L{PprWt)lZ+{fS`VW8my3P+X&PSv?e
zAfuHE5~82c-GxnzX)EU!d$(4=7OIcoZ{8HN{mvrEZo`1sQlD~8duT^P4T&uEg{;WY
z57Ql_Ycn57KE4|uNCsf0|3I8A(tuLEAjHc_<7dB_%ByflmSLvry>7mOMKE)bH|K<?
zC3^sE>t%qj4GN_R^G<K24FRq@GP^KnQQF4xHCUvQ$Dq(~48xC-5C3Y~KdO<Q+aqy?
z?<~DUUy~|C+f0xm_ProHcOG?yHau+9-U1kiwFhsKuBbFs9BdI<f}?RYcw~C!(?q_b
z&D>bZ3`dUH--VzXpcc{szCMC0ya<-gU(W#PN;%{ds7+%FiaqYsNlw?;K$9~1n^e?X
z)_0n3`!#$_9qj6_*3OBNF5`^yn3Zp3Jg|%RY5ljOlW^~>m7!P@ScTWW^4X$OnVX%K
zoxWK11XGEm*R9A~*!EW5((K;bIHT9K0BwSdMiiC)h}Mc$GM2=)IA8b_D=1EX)^M(a
z=#ea9eF+IH^m&*&*LO6l@;5AZ5+edRoI5ynf_XOoMDpZJ<<*7DkJ7WH7R&VY5p7)B
zLpV6kVQo}&O3U=BtU$9kItZ#Rk6j>d>eA|4wMMp1_}*&Z_KvDN>7FrXuy`YIk6)kX
z+ZNgP@lVRDWX<fu4M`@33-+TUr1K2Cl`IU4(<W>6WHEU)Nq*@4XrWLX$^bRrjT@(Q
z%fqnSt~HnQvtxO(X9<Lf5vQx9(_wh5A7T`2_3HCoz(SHDJsV=8=OCRh55c_z4L0uL
zJ#U(V6q7a78U!DtYMl{Jmf%1^#-vStAnUZ8GYj`Vr$XYF3tvK8MX^$|Tyzc^K6H;|
z8-G#_O!EUPWckQ7&$lN`J&R6+9)g_e=#`5kj%C9kEUU$;Z5X2ezLWv>MiVs2Z`}ib
zP>~7?CzZxYWvJIYOKhZLM|mV);o*|v(sJy+&@FJ8qwX*$mX<OoLT=ewA@8+_s(cRG
zJV6sHwM0oF!i3Eh<4?Ahi-A~Pht9w2j)51SIJow?7^(C1);=~-A6Qas-jPYj`Z_%{
zU!Dk>v%Jo2$$ws$&9R1~o>E`DK9K>MrzsYet&&w7oCT2+%m=2Q&foHW)Gj1#2@Y+j
z(`L()J~F-j?#MmqD<kuo<xY#?!o^XFpktvuXB#|cI^N+U@Xz)5i=rS^f1wK9Z5IHo
zPW7btR-vLY*b6}EBIdbYA#<zdcY9M*u|F2(;Ovr}=Ii0T5+ZkLr>xL8J&eF(O?Iyz
zfQ`|Y-709cEUnGhX=^f>-HQDUM*<q!wOf7ONQ>u7^(HhZeD@4s2;Mw&2(<F^SxG`>
zTd+1H5s>Oqa@s=-BRKa}057GTHJ)-N3BQ9q3<@!R$C&@W>wajKUSK7iq#LGX%7}zc
zE;dT@NJ`rx#i!WX^j>JiIClp89|1I(5N)yfN6*COsPH7dNPUz9i(EW%m=6l1dDq+U
zN5P9zaeEn}Zp=#Nu7jFHCG+Qu8n>yCI}y#lBk4es$Zdx!Azl7f^Mn#cveaFe6OK$I
zDV+c&4m;eM!0c41o6<?0R4*S{YC4^3%M-^t1Ku9M1zKja!x1lAB5zap(^JmuO$k9c
zjth#jYmIY`Pk{#a`Ej1~8{mk6Z~^jxx<h>thnNkkb|fQtomLOv5bHt3G^wsKE|x~0
z9zYkJ5z8@#@*#jZ;q6tcJq8b*E2+f5INIHwWUY95Rj4G|V&?n&3?a5zh=sjc5hB5>
z8_FfrbB4nx^LC{#6W#JM*IIhEqCvnx16K6D%5s0^cFKa%8L*5K`rls&>0Q*Nqt9*D
zdZ_=d`<)qqn%#W!mniD0=iK+~V@D_lY~H$kRZCmbq`Y%nl-$k1ZC;*&_+Hyqg20<<
zVMH1MUD@ry_$$w+GG#$g_0>ZTt}W@omGCx3Y}eT5^TKby8A-AV_72-(#hb-aYzjp^
zWi8+L7{q1`$g=1*kKr<<Eg8)H1i&pq)9&1!OH=$h;ZZD&wpDHnnW^1XJsV<oAjL9!
zXbLg}Reu=;08H;L+Y#GW**A=NdU*O8vm?-g1Pca&G(6il|1OiZ8?kbxrF;!VlZXWP
zsNc{tmNYsL7i5MUq7SLtUj3f?h`PXA4$*zKf&l7}L|bd)d_5ipoz}f<lYIDY#rZ3t
zHBq27JC_Zf+RB4(G<$UT@~=W$ma`1OYS!oB(Q)<oOM)M>{iZuxvG3-TzS*sWRzaDU
zX2E>|{LY#wTGHjYTJ^OQbI$Nt{W$<75?a`llO;U}7s7<vRlvwVZRz$;pI%h5gz}OW
zNHTSw9JuMb`6G7;C*OMXrT#@Z+4JK6st*0_{}5J3L`-ao#v!UM(RRm}ys)x5k{@7T
z*v2Eze-Ah{V-8FSy3hXu8GibckW6^tJWz$0?K(eo<tjV)iKW}dU^{&veRu}dWjt#f
zQOwolSHyx#^DJgkEQjK!K%sU3x61B-y%Auxc-o9pwgK(SQ&5S5PV+Xnc>&$5^^7f3
zG#$GA+t)s+hfg~5NP<tccSsqn(8Jg8BJhjU(p|CEj(OE0gsTnj9*`Jy7X@5hpExN+
zP1<O9FS{I>=#*UGs9)YfxzOt#ec+f!lw#ND3FYjAE5*UgmlL_WdTk>w7bEwH%Gtuk
z5c?*p(CeJEsK+L1kCCZ)&dzPW(bc3YJNSg^Zj2F#r$C9Nv-#%m;KI1Kc1+k9^z<+m
z?=;p%+SFnsy3#-nlyGoXBcH+R#r0X<2KMH(m2!?y@xRldIvR`~hqtFv3i+nl6NWpz
zhe`!u<0lM!m2GZ^{oT9r9{1F*3cK^<p24cWNNP1PfjT0&HIk54`fzJ9D-`KY`HWE&
z8Cn-v5DV~UGj8a#8vk7I9IH(<1`nm2)x<*$1k0h7Y-WLj`-!&lW7)ajd6;`jd|{V4
zo8BhX!O7aS4Dw#>C%$pIFxEb6<q*Z!r%*$y)N@KR=#6-k5km4;56Z(Ze2CvsmXJSJ
zM&3U&G{K#hhxQd))&<`tqXWvO@U6AT<%eIs4h^aAxs!Bf73YNl)~}!+)UsqazKx_g
zH>%RV>Z@lPbg>JuQtC9+?9mS9WVK_PYuYaZw<p}dOl&LV=CK>(tpgB4oD>>}G-M}*
zt(x`FKFihTsJJ}Wj^7Az4P2a(*_ktFU<s`}WeX0`ss+0Kj+p3`a!a|n7PT}=FLsF)
z_P-?Vn`Lf9m;mn7?y_#5QLTvc&xZ7a-Z<ujE4M0Rbkv*Sx8DrJ5Yf5!WV$MEZkiLH
zv+N}js_t-y2*(k$H6#D*_J=8Zq6YfuYPBz4xys6h=5JrR(hk}VTL5y|`BNx;U2x9k
zZFk4qBO8bkG*t~ph#2GaNW`{J&Touge4=e>x1BB>P1{Bnz%5x4V-B!XMBya#%IQV9
z1-ivUYIQxq%`2jRnd@>RcAWZqFr_8vm6zl0_}rfZ7bQmme!kc{`J@XK%?KfaYrO(o
z;n1zWAKsRpa5Q1OHsHBXl7Hg=5k(XPo7u1<8sVEfQ${Ee*%ehP3Ymxpi0d@(xII_e
znYDjn45S?t)E24c9Tj8?s;Q>x$))RJ9MzT8>F7qH`l}g063f%Q_l!$0t7)e4PN>l5
zZwoAhgjN1`b_+_=44ZoNlC^g;KcuKunv}Y<M)8}a6`MU>*0so&jHVqn4<+oM=h{@9
zfmRvNFSNd5dCpdcUekDI&qesk!nu{+HGhw6QN;K&0IY0t`=N5Zs`|<DUW5Dl;&`&t
zRRq8d&Sw7M*phSEuBrP0X<=Aoe~rzGl<Eh7X?0SgSz`arx|WKPVw}N!)KBYQiNY{M
zjuq>8yt<xw<GVh0v8FSm#lDKoioqLdW{#%{C4c;wZ}rN7n#z|#;dm6m>;o=}Mr>h%
zb(dscSKBb}D<kSuoF6xLrS%oErzxKZ1_E4Sw+rn3Vkzo3sS_u%h(miqE5@UZ?@qKX
z1{~r9M)5k7Tu$wKmG+p~<`4G=AF!`(3j@sWV5qId!@K>W)|xjV82q@|{vqpo$up3e
ziH+g<;3x!)y>hPCz<(RcfC@*G-Ejo}AJ(Sg<zy)<e4qar@L8v;*S3zGFlzVv(m4MH
z8^l>$%Vt)d9!qM5{V|6;`lF=3m}5YV;BRXKgDhrFshv+{S<nH^?bVC^L1-}&O_Ipm
zy{g};n~|$}k=c=WW<*dIF*`@zCqKmT?5$B5Thc%6L{}&|Czp3lu)f*QNAJ;xEv0G6
z14Ilno$P)=JCE-7oD*MvWh%S)-*x6|Lgcj{c$Z0+J>@T!Yqb4IJLk5>JGQz9skiDh
z@pP==Q$gWVqp7C&IcsOp+jOPR03Ejgl8VWT@RFd&nrja^u%@9MN$F{r2Gw)lP~&j3
zC%@m<3I2!D4!HJ!K22jv$mmw#yj}+*m%=Yxt+||fwZ4DtgUs@*fVYfehPyQds?wiK
zb(MJKX_Hy4l|Skj>Ve&eR-PC_HbKXY#d6>g2?-D}2ijbHtPcRFs^8sp{X|vILqM_f
z;mU8Ire&Cqo1!OQ$j;Hv7P7+ylw4;yYbhk}VT-RPnp2%YsRI=pmML#xQajkgdo9cp
zETQY*3X(XBo`q%KJ4|3w=4&x0L@ONqYa*XKFZl0>BXv52%@?|tVkwOv;qa=8-FLoA
zH*KqhZjvg2PMd)*+b_%~6*eA(oG7uJ9q!j(4}Z2RsZ~h|@GbC=>WF9)R%%Uk8vA)o
zMV@Qq^c~3o84Gmd=aIZUN}ke=3HaL;u{p?>2&OJ(?)Bd)B2=z>Kg|>wnhgk;Lz|o3
zVEmuoq$;_=CrfF6%t6P!FVAB#>tcAiBhTiIaT{V%;cbJ{RlZEJQgQwP4cGv8_><c2
zguBPPmOiX52h*M)_YB}KSWqLt6ykGZ(#`{6!(Z<N>`3+3MKNRM46fikxjL)Bw+0ev
z+}viJ<}l1u36IXEwY9ZUjt29_dr9H`GzC$$?GpfN{N4ZlJe&?8=R=v4{{jGrZ!GzQ
zZY)sF`PlZFv!9hx4HB7b_asoW>t5^0hbG?jD-B@|bWL{qrps6$>ow3$hKGWhv{17`
zR>&9KS9yt|$_Kc#ol@gI<4>V4mQ=-jCx7v1w?B8e3}RSOv;cI+y}T5I2-=#P3OPZ+
zyz1X?_teohlIRcpXI}x_km<3aUwMg*ydMttxpo=+@h_G9XHn^Mjtb$m(Jx<tug&j9
z3xWQ-m+SsMkGW(#GJOYHhFuu$34PNwMWUaHzYB6&h<)t><xo%dk_HJT3V$~=E4;oo
z9i4~rsAX>d0d1xfgKT>C`$GDa1h_`iz~;*kXpER5;NuG#?u`~2LP4~wv<a@ec7UG5
z%iuz7D3QjUYXd^=*6yau59Q?^f5|tYK@Q4J3XWgamC^uqVhTMf3O`*93r|!nPU06<
z?jQ*)+d3{--I5`ILV4`upe9|kQEx|m<V+?emJA;^T<0Qs)@OBLIp}j2Q+5$-_ks$H
zEUsFEcxC$IgT;rXH~;_@v}8Ep%?cTJB(Bi~-en<Abm&%^ClK_t*;Hi6Ou~KlA!pQf
zV=8=sgP=G21vhs>i;&_1%rBeH0}zAy77OSLYIW;E`VM!N-#q_l7mxyr2^(J~<&Aoo
zsf5@+CpXFt$QhdlCc)*40&j6qaQ)it5UF0eU6Q`MG<G&|2=)9uP2wy+Vx1?4R;>?%
z&-Wil<IWb%se>)s?2~_K6PV1?bn<i2o*)|%ckfwJmfaQCow=~O>(Uk8b{F3Edc%cr
zaiCTFNzvs@ZAJP7L6{N-CR{W8tksV~g<P<RB8^9V)IdU+eWP)v%Lx>{Sk5WT!5?8q
zPuZc}z1Mt!?b=Oa3fPJNA++Qj>YKJGbhbQ~VW0w{ZSvS!a{}SryinCNy?ALS9`JP^
zjl+RNk?}kao;Gs>UzFpvHa8<7M~%UX=E`V8Mj}7EnjW~!c6j&bt#he@dnC{~C{Qg%
zG9uV}ykiBxEU+3>iJj4tzZV$)T!GDh{uU{>l_n|?$Aybx4gEbA`JcKQ?-mJAtcB?T
z4x}KWTw~|=#Qhb?p|$#X=?=$&8Qi}@R<kj0L<pM6*D;rQIhhc@9MXVy{2`?tTg|uD
z{*_jOb(~m;aX`AyCGEbcr+-ZbohJuP!Zh82pKbY*i)?vc&#O_Bwop8ztG^1b_cs@V
zPc-9X<t~N`cL38MY78qni#N+ABof?hF-pjmo|@M5=t+Xa6sm~BQ{*F$t_v~LwprPw
zCs5zwigJ_1dRfP#dburNHSpkI;SxdcW(LGt?TQrG6$0@9CF6X3yKVrD9_z{uUp8=2
znhA!t+eD%yFe5@h7cvypP;(EW8eVEinl%jyS{tQoEJ)aqsfs20SkG|fKO!l9ayc%5
z5lN0{oi^TeA&0tfj<7{mKKVy5c>EXWXaV%8Ctb!Ai}gEMsEY~S6^=Gwnw}09CH}ka
zt_#Yo?#B!RtNSddCag0Cs+6;U-HhZwz)g>3_`W8GU3zV6vo#$gn6vcA=kCe4wNPLC
zzx^>5)&?1AK)}&YWJ;8y$i>l47gyO1I~?`b=B15xG<JSb>jX0*CBL-n{hi_^(^w#a
z|8V`k>lgsg89Zb-s`xxTqP#qt(f^~;kE7DG;)8_`+&es#hMHWFdB{&l;cScEn=n;p
z`<Df>@FQe$?JZo55k?S7q7a%SBg?vgevFf1B`tD`MN$p^>x~6}f3gzjSd2$zJo$Ye
z?Z+5c?Az6;--1yKZz+Hu(bvc`nmyjRKmYM{Kw^|q{7O<M`hWfzFHviZw`$N4N(k+W
z8IZ79#((;NRqGVxbvdhNA2t<;d4$o*dIOg3jsW#_(2jHH3EXe3YQ5oDHgh0K)>QCK
zz9>Fl<LYa-nu(2*`3?wd;a>t%t`;)Ud2U&iQWZ8x9w9zmlF*^Y>Sv4(U3I^+22Rd2
z@#qg|T&)lPq5_~FtO%K^4J0td^0dIc0A|z|3Zng{co*v&Zn!{BxHQ(&8mmp^8D2pl
z*p~q>u>1bBNwo=mBXFw1{XPe_&rg^%hR>?<h5IB<c%6hA#VM+}jy^>F^6t20pHy>2
zWxIGGG>=#XE=9$1M`$*n|D=OBM%#a(7L`xBjZs2F`LiLW5t$Cob8BbIWAjJAX;1gI
z#~9IRZMHFBY$!GhIJJt+vRkb?&hUyBQ-XzF|J7bUIp*uuthuwiA8ymXMCQ(E_D)uO
z<|!EmL3{{!C`gcC!`I$9>~@H+A9m=Zs~bQqv<Y2o<%vtt0q!^1Li<8h?DG%kWDV!m
zO?gBqeOpY-aUj`T&&8f0q+QMQn>KPLJDlJ-VMJJ?dFb%YFG2aY2d6uD%}piS|JT~U
zzsm2wj-4AbIBmU-Ii7n8d6QDVTdu=Fzr4=+irn8N#rWjZwnb}77Ac-jJnhUqz}AaF
z>7c-k{}>eG`b{m@9)v(n8V{novUQT6EYYWN;)^>IHXWF2g(<j<_$v-GDf-$)DVyW0
zmD_?~#)%(;WWwL2i}~!JV;}QE>?2JihA@L7AL72KJJs7i5BwZxMF>NYqVvk3H0l57
zcjpuyO?&#oL;_RH9P)D2K_@ai$zAyhc>>A^Y&!)3v5l9`+*7I?bA%dGF@KDR3Yr(1
zNB5P|N_tITB|kmOV~0*#xY#1twp<;dZ1|TYCm5=j4i+&N*k+kVUB=Y)j-vD4RUIuP
z#A&0di$b%ZQt6`uHAsIzs8PLlo<WC18@y!S8=@_b{e0cjTTpXyoI1#A3Moi4nJ)We
zkh%PR8|xdnVQ7BFx*TGdJ=sDV({u@a?T_9VQj^VcP4MNYHcVLBhc!Y2UbRZ*I%G4F
zgzVPp1dr@*I(yl*1I*PRSu(QJ)@Pg+j@0YHUnV9Z)qa?Gy)TVBclgy8Ht>4bD>qz?
z$~tqBLJ@je9Iy*SUH$gZWYm=+hKwwHutR3!b%hUgVsn0auU${G#2xcqd%0y-v9j>d
z>@pZSpzYUT%=JB6cG=D}Xt70av7}iOb8r+Rc^7&6GgeDdKhdNlG)?!i%@v;@?QZlI
zAgmP6g(_zN5haUMyliF7le(c*bNo)3xqhm-w7K4OYk4o?@;GfraKI6_#d5(F*WZ_K
z$Ep3UG_5@f@}*R1Z4@}gl2tgWF<6z6S4){26jQKx3=qr%06bX%v&-Ze*(CZd8+}KR
zbzU(D9?ODi6cv@{r<J3>JR_#RnR#6la^V`lcIDPWB*b1>vYfo$qsr%FcLc{Zqefl4
zLT)3kKBu6LRwRSS4$){}1Z9qAH1XNlEjq_3Uhz^}Zy@1A2%1y^+a{_WCxy%ZL_Ocv
z<$6%3`g4!rew<d_v$>|x)6J9`UqD*#pjf~Gf9<%_={di=-8bHL*B$uz@4DZXtDTAv
z%Ht8w{Na(vqYPuzAEH#-;?F@$S-iSgS6yBdXsqJf-t5CrL|tapSs<~r!}ncz^-r$-
zwVVqApjEpZ%3SgRJ;q(0j_B|j!*R<)*)AbBD0WVvq@tR{2Q|OXs)O6r6%KEiUOa&g
z$uaYRpKS`3+HO^U?M_QsuBPl1VH`QTUbB6!6BUvgLVDkz3w!R}|0lNV7u+{2V@g+}
z<uYsWGR!PLEH7PG9Jq>dsyUXU8;w6S?xrGkbFb+&UI^_~<o>{Y1Eyw8sD|7=)Qv{_
z%&3ga17gYsX()RW#gAilwU#rJu)Wd#Xh-_|*%2k%S6@h5-Q`Z{LoGV=H7}5UUJw>}
z<x=`{#Mx@-z5i(@_^eku-HVKM!T+3n$b{ifxPvoaU!@zd8(g>J@VZi3r2|zr)>v}T
zMPmv&2IfYVA%c)52`IywY?R?NQR@!}S{env{e{R=iw`h5jzn}b{~#)QYwB_kL!@xS
zy!ZY4%bs=HSaLb_xb+CSGA@!-IO%rm1bQ?wfrlZ$7)CX5C#I0akw7FY$KR)D_HOX$
zu|V4Rh@UmbEt<uc3cFb0l<EsRi#tMI^Oumc<IYk1Ru)^B7~0u9oYb=6)1i+X2Pl-i
zT-7SHN}bsJ7-7UY>?t5?akN8%qPnzG&->g+XKug>|6LczT!<Cu{8CBX3MWU?KTyM-
z>BVQ-Ln5<TTv@mT<vIFCWztswvDe(u%zW=@-h+rdtPov=(`q+F-c26a`R>6x>abYI
z@E#&>y3z2t&Bvm+7y1H?f;m9>f#51$3;AGDvn!0vFG%zC|5)^M-pqkutvqE-xka3@
zO~#15xcjeM?b8}X+Mj6moY^z&Vn{D?Npfe@?eKIopoQ0*=A<@t=ktZn3=D5;YLqt+
zqPzE+tvn*)G>~T`vExEH@6ewYK15W}b6bJKxHl8rLLQo+FFDo^bPQ^MCsRzj4;j^W
zSbEZX`BjT2*I}r>5KPaZD&}TR3R%p$G}TuhsqQmIM-H_g>i;`k?R1}2QZUnRu!OL=
ziK+fo7-ignw#BN=b~(=Vx1pBz^}TC~JMFKbC`}SiVE|9jgN;vB|5XSDW?g&Q`7!r3
z%WDlO&$$<q+5m0)2ZW~=c(Wjm%~$f?t~$D(#`Lo=*~bs_^4sx3H>j=Q+$@QU9VMJ#
zZX3BXU85V;aMdB)poWqncW;sFOU=6Cfj!TAPRv{Q<=V>Hl;)+GI9U0hb9F}%3Rs|k
z_oxJNP`tw9UX+RlGg@0>GCp$?KedW!KUPuyA*;qoCR|A$Jza6#cod6HFi)O(W)`gZ
zM;Vy06iNipBSraFpNJmT#M>4HxATT{NgX-`f2B*eT(mGLQ<@XbuAMm)kcrlnf^@;t
zlI}kT=$_puiD0!*dCF)!Whc2zUOUO^u)oI1FDc(mVTYyv%$&>~nxv6#d(l=FCBWTj
zA+Dvrhk9^tplV{JA2j6>d}nbHR63Q0TJa)fk+QrBCF7iZl4gI!ulX1My$}(Q>ynu*
zwO$I)cLH=Q1L0y2um&f&l(2%~+oC^wMx6SXPm`n&33TU5k^8uc1i_o_{CAyYCuPp4
zWx7r{ItMPb@&ga9^m)wg%E_%L-6-?)pfzGP;)<+gF>(*OgkD0I$v}3Vt@pMe+a}Kb
z1Ym%Bd3mIJ3652Zlk5+IKh~<77)4`&jtWCADX20Q$MT%fky9l8)C1ynjxY1saz@x9
z$uDyRDSQH>se$X(;-})N7W$nNs}JnT`TgL;#la(8ccd7iBzKhM$=~A60YRtbniUWC
zr32*VJRFVs4Ls$pU@mHB22uTobgH;E+2B5Q3S&4GG+1P@c=ZHEcNe8)@8wgd{;{Cl
zsx2?<^ewFsu&G5cyp2Y>Lz5)5xHt&sPF?lNX)3&#FDjdHLX`&_E(Y=zc^UHV7<AZ_
zc;5Nm9}As!!Wc|5{o}mr*0>etAEWfErO9yNuU@W1MiEIL*}H75$xb5cJtEZtp>x+L
zDj2P+k_4vtN6p~l(Wn(A%-WnrK<@|qrOjrE&Wp5skXOI!snZP(yH*<4$5`xpNc+Yc
z!o{Iv#qlEjgO{zg+wc7TVMb2Vg4MIX$qm@UJMZz#fRHD}FXWU&-`N&<^}$rfEx(P}
zg%OV$C!nBkraWdrt~i%5kP5H`Fk6L^<+$3sxF<6$)6CbCugnd^z(qF>mdPQh7F~zV
zL`y^rBH(C(-jn~;2>lber^<HczNAbKfCYVV9_&wc4X=KyGn5G&F5AUOj6nZK!|7yA
z*shON_E2Bp;o$Wx7J&&jWf6I(cvZ{V(ouRm3ox;TdV1YQ$K_gI8jzr)6~`mQ6uXLE
zydSt>ElUVckbj($ycv^Cpykqp*M~G~@ssOcxBY~;u4xp%##N2Y*EkCO1OC6<xe<(E
z0)V_0G6OGVAL8r{yz!#N@|p}G0ovwGqO%ezr3ot_t$FxzL5|*X*yGS@Tlj<5z4LNf
z2Fa2W5ymIMoQBcJ);t#a{QWUWDmdP{LjCu*jsy=3$4mBCL49q&Pv`09GImSUYAx!9
z{QKw1@~Sgw2$6ey8(6x%zr@@RV1p$!T5G)<X!&jN!S0Po$E-K3X+$J0gG7I}OU?oA
zr=X((UK4-)V&5LfSL=l++&A5mtkCmkAtP_R0+7p2l?`rx2o6as;0J+FDw(L7C11zc
z&p#~Z|KM1e%2zJ*<nf*MDla8cYY{-zSpGH0K7$zg6oBQq*k68D!fn{+Wc5%t<np#}
z_ff2f_!)=^6Y6&g94YS_qr9$WdKuDb@2BJj94ltjic}c3*vHms^Zc()JBUu=9aXb-
zB`{KZagt*djsJmb#cL!2KQU_$wR#Jk_r=1#I20WmJPv%RpVGQQ!9Ho?{q5F&{Sgrb
zbOC)cTgTh1yOwna;tym?KZl7x#r3>@b3rz2=ggbK+JtC$e=8rI&}f>T<M=HlFu~7H
zt$L;U$&fYELx=#q<br_No=@NK3hKLc-qx0)7>r7aLiot{`Ph2*M__6mW5E(0#{#Jv
zKy@Qk-Fg0jO}g@#olqhtObgP+>7w)Z|0G1ICmpL7pa*FX9V}xdm_#aY9EiD2xPSIs
zj6rA{k7q&Oqbs03gUStSPMAE)+3<~go9s5sEWVxaOhvJiZi8&Ro?u4bhVPG^S+nzG
zc=tV=|0uMulqSVl&zu9FrF;hRleqy2^aM<ND_JQTy>tf~&sz-5q%<-&YjbFVdvwiJ
zf6|hX3`li@a4%VLbx!wN{XTG^#CuSl7GpT!G~~?uId}cIt;yE{$){Gc*8NUklK$5u
z%dM(e;M{P8s&1f9TW}x;Wx592+w~euk|ABpz$_Wftbl$M-@>nfSF_!x_C<Z#L5uBk
zZdk(#!sZyGr`31FJ6T)3O<h{L!a`dEatw_&m3hh3D0kj|c-0o(WF)%Kk6}xR>b>{f
zqZKvf-9Ou{HM%qaaRUy<ghP053y6i!E;mSZKLlf2DEDYg-LM+#Y2fHl4Kw;RimhVv
zri!mOfrS6y+dzA*YLleEOg1&g!8_zIJ=9l2_VyKC0P4_pNV-VXD&XeK&lAOa(D1Y6
zGVfYTc!77&p_`+%C@pTM>y5ac|NQ;`Nk{+h{qsokPj=wr3Af^oPY%VdPWQRkeBH$E
z83iUDjW`mMEC^W_7(O1oxlsqZNH9lRwT?W*Y1QyX+?SJeUlju$!upWTKg2sVwF1c&
zm7Iu}0QlClO}4l6dy0}xl65uD984@a6}yO*F%x+-Hc@_oTUZYCbxooI^7t+N^4;`_
zH~xJbo8i_we!vvvThaqrVo<WCSv2b53>qAm{xcUCo02mf$W$t5gZ1C{EnU~I8d&VJ
z_Zjml!>uhvn?8*CGAD0}oLh2zEjSw86@g{X49z=`qG~P|1jmf3+)!$}W?Fc<#+~I~
z_C(RJ+je2;%Hpf5M1F^%S}?sqa|;96KdEuaGSn%4`atz5UaS8@-u_e1>AD)H-sjs_
z_so2qycrQg>mS1xk5is8|EF%BPtbMpb`CRg(auDfvZERKT}f-mxT=iT@K6fl-gftB
zy&4w^H$fyFO5Aq=yur_rnnAOrljGZ>wZ?;<)L4zRs{GYuJmPA?`=?CuS8)*f_hq*T
zrdHK%s8)Nf_nWcFdq&gq*GJ2qFjymS^&11h<+iq`AVpDg0}mrHqi<NlCdNuvXv-)%
z*8=ciGNg?=#_f03<<dUkr1T$~d#2d%ddm8FBr;~CAb&MgUq4!JMi<B5g2?EgCPIA|
z1EEPO4Jd#2deaByZaoObA7A5@GnuU@tyb95Mgf=(gr63jzL_cVS~e4_Ue9=iDVA4g
zAKC$;D%K8QSBa|E;vyD)cIx_YJWjg(vQ4s_z-*rF3mGY+01@EZMbx!3x>G3{@gMFb
zYXe0!Ic`!kw;Zy!Zbt#(WT-AJI{>h?UgJ^h?7!={CCqL312mgfMw|7K)u7Meil`Xe
z%o#C?t1C3?Mk*`BvK;d45)IG(61e6PBWyY4Cpo66<D~!8?d>XU8!@HZ{D^Ojn>T0K
zRCb$paZ}~CoPXC%p)6%pu#XeZ1C9n?+XJTbVane=6mmvWGu&E%FwK&|<q=K#HwHc`
zju2J+Z2$xtx|ktPvG^OWb3?V_-Ua{u=|ReS%1%5gSBmMra;E37s#>&#n}x>p<~~B7
z(8=^3U=k6)nBUxEo^+PpUuf=qf~;|_8m!{?5z^l7y3IbD#9Ex%_I{+=IT=4D_8+#@
z8uW04IfVf#zF<dOK-2%Ju!vD2GIp*A<#8T~(mS$uCR-3VXgpu-0*4qeZeV(*xD48U
z`T&@{+1QOee%=KxBszgy=58wz8av|mP!rGIIaLoi1-agvBP!zW*(}KP8#FDeeLd<m
zwZnx2!PDA-g~|JPo#HHJ?T%Ju_Z2{dFZQ5cnqt=ly=+G1x}z{F$f!W{X3oz^!$vE(
zYb_fV&ewNQZb;cxWYw;!jdY-;Ol!xEF@1&OT;*k`oY!qSaj#|XX<7W1H5~F&f6lb#
zUJ+@`N8?hXJ)8V-?Rr7{fn4vZYsEuiuvvIr00<DHNJ6OoB**7y$7fOaiyV*y3CgiQ
zWGY>9y?Mv%FNTWJ(?u0eSS`E%?znlN=Z@yVBc~&~Z?kS?wZss}5%BB8PvOl3_w9uN
zsC-{Ab-b%Pi=*BxR%JER3WRP})3Om+1`i}rNFhW4>2D&`A`KAi%=kcRIQAy;*8E|7
zwuFw61hoPNP0rXx0O~RyyD8S}eTbmu+_3S>@LC}lu4pKf7&XMVf^>}jAY3dy=4O~|
z=iJ${q;BPy<r8*Iug&f32=Lt8fn6^}ux0!bvlKrs)w(ycXQTO2wyo!Es-mf-lu}*b
z&U;B$h<bW`FBNpwLZn)vK>wAeb%!y#8gcH~qL|R^l%e?>T9uLweLsdOz_o0FT5ikE
zZoSkpH|SzMjq|=DuVpO^bF6H}TD~4+Rfk<<uZdzB3`d3*Ow9s6pAM!lgJ=9f7x6z>
zVE#Ay0<LxCu}5Um@f;B(Xz?3gg6e6TY7{3G&LR(Z+6Axq>angT)>9M4W9IfXncg)8
z+wQTlNMmY8pn~Lo3I%)bDo!60+|M3gSQr-TC|qftS^9Z}jS)PbS6Zp-b+daslO`uD
zO8{sjE&hMCTVloM?l?)V$5E|7GMhO)AXyJm+UNejf3`(6s3}d|MWo-@J=EswlY3f&
zmBhMhTpE3Ro)~Z{R-ke)Y}@mU5mNV~!yP?sy%xEx5Z89~TwSu{LbS%dqGFMa0wsJ*
z>>hThSMlyM&3fOOr%#d4e{4yDTrYL{i_dZSd{<0RuYkstXH(?eu*|R2;BAvc%EwIl
zV+1;@<-NB`=!FB7qr4mKQ;*9~%n_|5N%AF%)uYKjr-%uSCze%T*1k+%MwtzY-TdkU
zM8IAn9+H-E;UEF0q6Xnv=t27hF&WAq9+*v3@~(P4=L@WAaiA@e=pU-3SMl885-piW
zn6R3blJ)8y@00h`hz*W(TgBZQh}s4kebU-gP@Pd-6ZGM6tmL;IE;b6waw`@8pcGV;
zNr&d7M31n;C)J-oxn06TEWl_I5@kicjG6@H+Cu!Uh?#-4m++nSe_w72Wk%Q!Ze)G6
zwb;d7@(&f(0JLvK-3!E;^xA`COF47bCi=I6xw6&xcF@7mG~gUge1-AF<ziq$?HIN5
zD8Yq6)NOo^#>LTeAQ)7w`Pi5J;*tcl78Gf6r~pO!#vKF3(e5Cp#yaG-FuKQ8uU@D8
z!oMF8^+chB@oJ}N`wP_s8=J={g8Cdh?KcRTl7P9?mA>4{@w+$FKggI1SR+uo26FIm
zP^ESNgXlMtGoh|mfL%B}kJ%EO%V<iu=hw1d=ly0Weh8uiTz5jhv*~6fz4v%~Lqw4?
zowqEF`B3!s1j)Mhz0D|whrmu8sg>pS$rZZ<whyhoYmYif!D2o}t+43w=I?#4@8QW0
zqu1!wum!9Z5V?I^VzueusEq^G1T$HkhM-gA$$(j1XjQWVWAi`NQYjdV^s{3NNO@<c
z=N<ixAcnOv3rH!^*nbC1Jh)ou0-<=wAkL1kk0K-2;&@wv{Io2$0f(B-qSwVivoLv6
z!f2)+PkMhNd+E#^2(H-5W%3>lIeH>kOLBN_M^3SD=-!HC7PKf!z>QR~aHUdk;(CC3
zL&`N;zU08baBo1g{+ZG^i9_A9PNqEM5-6-t3l!nJ7sE35)`NkA5-JEYVZ&n5S66LF
zd7kTCK-xk14QKkm8i<}x;!r;!S*(6n7OAti#;yOrGMIPMeEb2gZ=IK3-Otxg^@#v`
zayQv+8MTlRLm?KXxet6dCz>aCgSp;hx~Q?<%ymzB%yRd#PnrhPT}&Zv20JJrUyqfR
z#+E)}g}C*N{9F#yg!Nu&4AD#i7vt|hyGzg`@nH@);pTK!K}H*+?MV@SeRM6Soq)8z
z6zuSe&U+d5QuD4Dp-<Iac7=|Iq6|gg=)lD&&T8IG%p1PfgooXA?aG=`j@7fAbf)K8
z!dpN2WILHI^N@JiqepdB&<n<D@^S>cQPZFguNNzeXsuze#5144j5Sl<`0u)n0X0_i
zuzC;F;I1Kg85lgBC2;~YVXK&}%vu(wMZ2qIJ0$1=+i7+e%HB%&H7Nqj`h9!rQiA+b
zlr&)u+F%9U@O`N16yi)hYK|ft0kK@l%VcXB7Rg7*l>X^~)u_5ZJT<SrI+^2^Iib7u
zOW=*G`91lXRc53AdzT7%Z7oKn*Z=1d{Axva0fR6F<KiGL6B_1%w%3(O&YsQaqeb#s
z=9NBU=$VDlkT|6|m*)-V4sEkekN&e@uRXGpw7olB%@81Xala;U)#QpL<yB9DY5=Po
z%FqrS3t32a5D&K<Ox$hn_DjboqHb4V-^vul?u@*xRICIOiy-+vl)(Q(?R|IWRDBZ4
zjNjkBW+dF1=b5U6sz_kz;aRiKA3QyAkr3M0hurr$u5ZcI8ER9jkW2k%L$i~T$M!{L
z3`6<$$-KJMJReP^UX#s*kPa_&sKZNMsO=Aly<8)jh!92%k^9MJjnO4EHF3c<5%r#r
znA}(#X9$6VbC<RZ9Qb}z+Q|GN^x%AFia7t`_zlSI$)Y_$`73j<NLQ*AuS1^Wi64OR
z1PEHA(VT3QVw;LAJ~<KHX1t+0Zcd(k|E?P#>h=<wql#wCXSm(npqle*W7Yz7@dwxU
zXQ31?n8rzIKt$k}Jbq%&l8FKQTCabwGCifc9?=xbT*iShLgF%D2D@L+B-v{<<TcwT
z@oCxaBS-N6Q0~-}#($CTOBrFba*_4i^9hZega)dUikdYMowTs~f#+IT;XAJ%`@MwL
z8+%YbW#TdPXsXs|ssI<ID>n!J*fE+Ra0+YS>=u__hpTnWQrNfp!qQrp_5RL|*7SHu
z6riwx3l3U?x4H&68$}5!?^`4u8~S%0PzYFk7M9hL>41hONm|6Cg-<}hDmir474%N~
zW|4a;LFO5G525J&c(PW^R{_7_f|5H~{wiT)Lr}S{1m<EMa-Y@iQTf(mvn-H{y4167
z9o0IWm#trP;r;)Ho6!GR5-R+>F!mq>1RP(JPrbdjdZ?@Uxc%I7nOVlS&=Hi8s`DiE
zFcuz*9;_AIJ7RnDu*FBuw6I3`_TnzAPVb!_YN>6&BsbNrX9#uN+>c_QsHhcvJc?qV
z3?-%tUvDZ2-*}PY(}_3Xm`#wWdBNpP?D-V8=l5$+*&}t7n|I!2a8LczA#XkoB-1d*
z``g8G)|)7xxfW=&bBu1I5OKxc%4v)i&3D4=b`o9UO6)6s@GS#FgH28%s5kwiXtyr@
z(juB<z8;+=sopaWVQhXbh-nU(b-DtOATJ4Omp5(KecvS$uw9b>>AI=vS6fa_g|~|Z
zScx0}Zjx~jFMxTIo;RsIxLjFpYulO#gJP?@?kna{8~Lh~A-;D1y_&@GGR4lzGcw^Y
zR4K5hK&?WvUL8gi(l0#8>W&_1t)v>BNi^@rA9^>dQXD+A+-wLNxjXo-?&XD~JIx4+
zzTB}`%KURPGQr6o<wSMb^xiuaPp8!E%9M9nkV`jF$37+k36(1crUF%q-Ok-QgR*S&
z1v?xeB5;7Z&ZAP@geQ&D33_guXsc8tkPB#oe6EXLpqeNfK$d6o0k-}02N#o)kT~l)
zn`VfKT%C<7YLUyWV1<*M*X*8y)I4JC<be2z5BB+-A;kw3PCNr_;B+YxI*lfyi#-6m
z1`g^JdS*UrM+p@TQRWHPBxc^DC(7Z9dDD!g#7z;GUbTAYTW_6L-a8(6W}o@ME9i^j
zp=|fn(Y<8T2h-1(hDJ#uhUBb|DzY?JbcxaQYpi&O*E1VH)fl7=VKXkKPp(w$KOcUa
zB0>0@4t6vp1GRShtbCBEigAC`?FlYmOdKhGFE#&lKJr1}-p16Cpi^&>yXW>XRdHR5
z{+NC6+Y~4SDnH+^-LcygQPBZq4<7lpwgdZA{u^5%A`;>A9{K*`XmCj9j1*(l=KRL=
z%t{gbs0D6tGfT2S8%-nKk8wd8ym;Hsl4C2y99+I=(zSPr(u{(+IrSn|D0XCd7vmeR
z4g<6SV@>h$Qv`aYd_-%^Z*izV$N5bVwz{nfIV9RLxfD3l)>Nn5tJ_nMYHb=nkaqgY
z(A<V*|3NJf@b)8={N$r_@!i+U1j_bF{kwmFTFz~nB`sTwahgzRpec?9huLw=!n!q_
zB<C)h%#bz!;PO2NAX<ZJ=`ta+SO}6ETA^a=+uPgJuE<i?epd7MvCSH2yKXF)5_LGL
zH-1{*juC|1_9Ns^2HBGRf#5J7yB{9|zM)*C5bPImEEq0mcbl83GMoMZ8Z}XU4*@>l
z+-rxiY+QSh-tp-i<rlnqUIXlXzuR6Q*?>a+#tqv)ZoUfSZ5oJ_5f?Y=Y2;4{&@VAp
zzTJ%h9n(K$Qt*`h#+bBO<ZooS+1FdUm8kN;AsMP&;x^tvX@oZ7k(F%HSGbZW$d<FC
zoQ3%`XTR3Ib6UqX3cglfiy-M(%?bZqcfn)P0rCIP_MKr(W?k3LsH2Vr!Ga=?aX_LX
zFe*g_l2O!%h*1;~5O@?Y(u`6hfrNV$6;L4p0s@k#G^r73Qlk_BDG@?12|e^QNKfWF
zKHv5Ic>llOPrX9Qxz9O!@3q%nOQ(J;QH{D%Acc~{iQM1zxFGx>TX89N-J`KGA4(a^
zYkIM($00bGozYC<2hcDVtL7QX&Q!NP32d)h{cvtU(Cf1gB7AJh4Z(bLGrRgYFX9~6
zB(3(zDD8KjU~Tn>$*fDYHKn9WwAfFskWR}$O-nQDPblCP@%w0jeRmHz1{V40Leb!x
z8lctymM`1b_HOI9N;I%6dOHW2LPd$=e``#4TJ-PnjRd&&aNxa5B=)7kK}7AFdy;6Z
zcX~M$o8&Htn1Dxz{V4`S{b#z}aszC^oyxO0h}8e+Rz%+{Ip;xE4}1cM7R>cpAj2zX
zNmLIyN<>?47Z#d~z8C(xYJV*=ixe)$Prz2qD))90%rN+yS>Ba_t-|{!)-MkrWX$^F
zu)gR`Q-WeVpl-0!%=_zg+V|RpgMw^Y9<%x+gK!^nD6#wp4lhRv-a9$rc@i%<3_uPb
z>x>l~tDN8Fl6i&8x11Pl`m%`m<_hbXD&f5eaZSqhj=OG!LA=2}Lrq%2leRPcJyoY;
zkvNj*;H$fZ#Jl$Oyf*Il5|<?T&Z@$uYJ#J9ub&^+{4zKANkNc4H_7T!ZH$=_K386Q
zgUVM()Q;BZoCJGB&G_P@*p>b_l}EpZ{_YG$a%cf#maw|o)m;>s!`WD6Cvu4(He$yv
zf%OP)Wr5AmpVKb~KE^$sk0(V62Op{5G;zX*D{v@Nq$Jf#OUo0ePN;x<)Y>mhVV7lh
z(z!UOEK09Q?p=XTAPxO>xnYd^>=}tRSH=1vP9G<ya+jP(wzxgf)=_>>ZBVOJ0iD*z
z>RSgd3d^X!?@Q;LgP_3KB2~l`W`X2Q#yV^%faaGhKojdE<93&YHKKwT0DbTp+G|rK
z5+LuhiL&d;agdw?qQMuEazwlNd*Mw7^*-<@bmAjqo>RoIzPhqtKAf^TJ55^__+&)&
z50Dz)V6cI?m@JC#LwDzg?Q5HIyMe9(P`#0dH5D$jT%zRPc|gsY+g4QvM0yo_g#e&~
zSb#JZa$#vy{w;v9MFIrCmq_~Opi=CTb|BvaO~c9qbGoOIe_Pw597i`&wt5x$B!xIU
zaaEe<HJ}kT&7-(ZQv!*mh|-0`TKN7JXZIzs+dwCX>29jC8}e}#qX1bS+rq!AldP%}
zr#x=aFd(2Q<P!bZ(^3t?d>E)8|7;`|jbjo=jH-3H-(;eewQ@B)G+bZ@I4efu2)F8|
z8_gBBx{k?HL!Dbj0hGc{!AiD)-g@DTIV^61JC|vLlJ+le-Zn;yq9W)7k#%~Ds0+=+
zcY>N17NC^n=k^sXJBFQftug*Ny^TC-<;ra$Ei8KQ<tOnuUNaPnd$zjRVg()4yR|c!
zTij_o68q{e`D6K<IsdQ?5z2$nD$RjU%>+WADpIUyNXQ@iPEek47;?BzSxL7nT1IO~
zs{Y`;IDjcu5_DL5<P;XjQTd?JNj;|cJxjZQNIQl4LAV-=zlZDdpa4mnk1^;aNC=5W
ze$9SZU_+f!V$^w8+HBlZGKXiR5pQG`C43+dg9PEI!o^sNzWUi<J(3AlRK>k<y6h2K
zL0AtM#hv;^j0*1M#_zd`4oY7#Y#`r{25Ij6(IT>FC%c@=+J;M^ZIeGwWc(dBL|+qS
z_Hx!7q$QT7&|2?==mYeAIqFBE_A0Jrdo6{S?PNZ%z$Cj&%5){BP*`<xgW_7bsb0AO
zY#x0S*(4k^4Ik4d9_%9^=L~!oEoOBks$j7a0Y?u!hXSwD0`c=y!}N9sY0m?ie^b3}
z$VP>R<rZt?_|0sf4@lv6sf<F3xMwAjGcTv_HGO0Cx$Wy;{{C&parC>p+xG<|@ggGs
z!(~R_M=UFUq?tPY{GOnI`<R!$M854AB~AE^R?tTcsFTA+TWM-|@(sYi>{<*%Q82Ih
zNRduqd1Mhc`Pvo0HKomCrmM8RWpXQz`FT+4Q`%eSHh|k<NnR5N71gMkULE6UvT2B&
zQ}xF|b`8S)xP05qF@?j`ZeyhCAW~`<Hho+#PKEXUVhjb&lLWM!{X-zW=yt8)GjiTq
zyYuEKc8gc}WtNjuyRad6z#{2L7zbo>N`rawB?R!s$=5G8ViZk;8T1}<`&K56j*;Xq
zmzSdAq2y`2N{yVR__cE8i}*t8HjUlkXsPJ(!p^WwT$jmf(uB-swtL=N9Bm4K4=YuS
z*i?fC8U9k<*;2}E|D+sJM86gLv#g4kaTjM^eq~$36C-6J5bsy$7&++crGFoPbKzch
zJm|(Ak^eHr*@BC|*sas!8_aZKV$V$^Pw+dtRF;tP<#0gXc%NI;UiT`~HG#E~AH!4b
z5*vDawl=1YR2z~sZqQ*r_imHpsRx#GxZ~ZqeJe#pD&fn=f^6EaZFHoSz-`G;8nAJ_
z1qY>ng=oLn);%Ik1Dz`EmT(%5{w-xz1p6qdi$<Spm6%}(i18B%GdC3zf<wLeTGuEm
z?=9=U3_1*y_#y3Uqmd<s@0dU38%cpb6{o@394b6mnolG<#9#SZMFXSUC807mCX`vv
z2L&2M;o|<=G*Qdi?tHJj!>H-R3ERwJ+@tlNVQO8Am12J-E<@tA59|us2ut{g`i``5
z8d9fCelR65Tu9RV`(=A3_+1I@kFm=5;>mucn_OiQC~gG;)7M!6MLp5obxZnXWjWvS
zigG9FvFrB<yVA;v)MgnMg#k&gV)bMp)-y+xAdnjC+@aFtG1~1$)mBh0?vYew`FX}e
zg907J#5Z73kCYx}$vMk+?2w3d9u=nFBpqsbfLIY5agWw3b%`pcx(f)iSCsG*Sp`1u
zB;&1FVgtYb#3BMw@pOu!<TUHd)eQfeb3Lsi3?)sQ-R&ha5??QK1Dc^YUfNR|%`oWp
zh_u&cON@we>!24@ul!|^yqRnC)M9g1ntA;RJI9kc_;`dU&Wk1EpP#IvJTM6yjjeZ9
zJxEg>jI%t*{Pw%f%&!0a2Hk(Xb5z&vlF<q_jBHFRo}#G}w0IkRQnIL{!HnsT-Pv(V
z^A~#Has5LV*`d{jk;+@=WGwfELH==-N2(SJt{Vrd(v}a$#1)^wg0yAhireP-E8_IV
zBvZcvMe<_7A!9avZz;;-2=etz>WKU^0N_jm6auHQd$p|rhpy?_X9Oe6#P~5N^4hgT
z<-V@AF2`n$PmpHUNs~gQW=0hKZ-mt=zvnOSyCj%`Pg6^~BV+4;*+`@c!9-`?RU^3D
zB$K5!e`Q3GWdmI$Q4Ee!D7Q9)4U-b0DG9TG^0kVgAjs(nkoPeQ>jL@NuE5FO>8`uR
ziXHIc*u610Cok<;J&$N5NY_eP%JEC|_=)o??t6gumMD~LKGsaI&zd8vznqVP#@CxX
zcPq9QBKI<bDYxJt!3$vbgFuA}LA6Yl`dn_v{>Lo|BWD58oF>q?LQar2XC)Q7MVmQv
zW*+XJlh_GkuI`Yr)pWAjXTn6q?@wG~&q)%u#CSzawGn>KuMd5)*a90UAGc!SRSI!_
z#_a<d&y1I*pc<jwYr3L5(|uz0o(tR%!1PGvIiUf9JqCRd8)MgbYa5i8Rbu=uE>hVB
z0l`NJ<iJ=eH;Dbq)>D@I5%n8>-%U8a2V6O$B7_fM>sps0RlSw^;`;`a$m#<HSXwaS
z?kFgdl+J{unHVyLt}G4{1rAst9L&dNFe>xF|G}m2Zarb&n2*~!@10Czas2Oh23=pd
z>YJmkR+4RUVi{rX%ov$A@udz}6maI^F&)wV7Ad=7vK!#`4`vlDoWM4?Jz@U!IlNA}
zjp4VrvLQiU^ud|#H4W!2uqM-M>6F`24C7K8cUMmfq|ld>j4Bi<@-u#TA$GI4tYfGi
z3siJla`1fDvy_EDp+bN)D@3wo5~U4?S{s#wlt>_4CQrL}NO*^P!^{++^I7|kKErd>
zJ*6AZVQ>?t2Wrh-NPPHGr|Jlp{l`K_*>9JbJ7Z8ME4PUhFvz?hc^si7p2!=%VVffk
z9ZzdqS^U&wkyyFVA@rAX_`XmaYz3=K_jm<UK}7|GtPD2MhnFL;OW$PuLV6@peWe+p
zHN!OS4V>39uaj0EFexo)oEWqmx6lrgOe)u#;weovLU0w5!<TQ|HdB9+#gag=Y*#ff
z-L=QS)3ZFaUOImLi0%FNjv4p1MgjjPXc$!3UNnWvx@NlxO&5)5C<&xnL=~R;I6XqX
zmOF8c$Ev5Vn%fydid<ZX&XBr>?|O|oVjf|R04gOy9k5(<CrqEiw-eWcpFzE4$`XWj
z8Lu=ZQh8c?9S@mg0m8qbwmW!UtT@145X-udTGX>KW?OmDN@Bs(P|>XR7M^-!>2q7`
z7lh`=9=}8Kt1)pij3EmzlQz}Vf)@FD0se?HQY7Li*SwYblKzsetb0US$s;D+WvkpA
zGcY@kTZy!AE|5I9s0<7aKD<DhJRKNk2I%f?!%D@vhcD8jvK`0%q#5=pOOYp$7~<+{
zol4CS@4?7djfFl%a}Qj-@&2z}4Bnz*kwg7U$o`=09}4F`>aNz=c~|u*VMWP2ol&fO
zAJdZ7T@BB3p1o4-h0pyO<coP4nzTn}porm-s`G%51iQDOm?$ox7B#+^Jld8Sf|fF>
zT%uhzj`l?;cg<@2yXuA96P)Zl%O!CK3=Iux>6o=t^D%xf*v96MiH)MIRjP-d?M&71
zJbrQY!Ss+KMvo{ATOlyWm1}(N(|crKGrlEal>JKLpmy>Occ^}`+OiAv?<yBnaNKsl
z>9^qZ$12;e#?+RY!<-1#JW_=67x@lb_qtdstvBb2ys}I}Gt5Qpy2EM=*der;{~~L;
z-JV`dJ+XYptX*u#ZqR@=S-M~C#+ndy#+mtp)oLH{hK0OMF$j@VU&;OtfZ)B(FUULZ
zZ#fwKpaOv1Lq8Pj#hwMY;BVyZU155yV~d8Zt`*O&bBwySGe4c;Z2Dpw&2$yB)*&Ax
z*cOJRJ!wR1dGxJ_A0RAv^cbx2po?`t7z6(3!sA(~X7*pL8)We#*}N*nf04_ce^%8;
z1PgL4(Ovut&y3Y_EJ1-Fr~lGxkWXMO<W-$>?bs~)BNlNUw4Kh2uiKL0<3ux=nhWx}
zwO*=Kbf<PbBo75#YjE3vR7r>o=k&dcNI@J$wzyx0TwQOwmXBu__mqN85ykc+V~G;t
zbvQeDGi{g|RSc*uKT~Q0;01sC&9P#l`bv4qf_qK*^J)xG!_YDV1(y|BE6P%)c-r?<
zo4hKV4M{Mtj+OXEJ{e$2TzEIgnrI?QKzy(K@OXiCAH65A|2BgWTEk3HLP_BMZzh3s
z6MV?&`|3ZI@8dULw@NkwPIvTQ#N@vE!J6sRT-GV6>wBPb4lKdhV6;Sx1N6@cMP*$9
z%qM65-n8GL!W*AJB0{9UMMj8%8ZkP{2k+PS&P(2~qJYec*x{ngo<+Y8mxnrm>d~?u
zwD<N)i(}dDhj9d$TN@YprGCxe^gHT&s<!2E*rik%Ig|!U!%m8LDr8sqg#SU<V4RTE
zXFt_1d<+VV$7JVYIz4V}mH)1~0vpH%6OzR;%3>dxR7Hj-hr;G7_EAU{`Z<=g{-CQk
zwk+=4PgXP}1sVFSr=FT9J$(?ooNw?T&4H#&T(0$Ujt~XdWSe3EvT4Qy80Te>1AdwR
zQBPU-)92t*QSFd)zzD(qfWwZTjm|l#8Pdj`t<2^r(na@LKmj|Mzwb%K%JBzys~uV(
zLLqf-fgp_7@$s28;Aa^WdVtGsrwY3oG=Oe#9e{3TYJRKAd1v5Bi$fIU&bc1#OAmag
z`~l{_i$9W-j@c3kv*!1ELQMTQ4{er~1k967jFeh9itVR3nPLmO*_NY~-a=FU!Y3@V
zBZ~sYa?Wb9`lbW5e+#vR*_8KSxQRspxvuirV6Bn>IZ0#+_S~Pq{lj6$`3Q#RG3zlJ
z^-6%Vt=YE+4qMScACi9cbZ{B1>SG*|5(=h&#K>U42(;Wjr-e^cyH1(^!Bdzy_Zo-d
zCc8=<3(_fUz7BL4$>K9>4!*vlBarL4yKPVzrnat}2~93sarCGqgGr?5RBdZL!T#*C
z>n9T7sxcH!(v;M>s2hi^-&y_=^?`+}q@S;raho(*wIl_N#)tArO4<3zoT%v^(l+W-
z-r*iJ*EQ^Rc4QDu8+S`2JIHYp086_1VBsAk4y@z$K16!^;eI*wj8PrJ6<ra5Ne4=)
zQF_IS1bhzGmf}Oc14=zwC~FC-kW~&`J;!JMhL01LmMfFaR%xLgR-27QhxGC{JJ<&D
z*1qb9N3pF}f1{XZgQw}I3kquem``j3<<Gir*-J$lM&huhEU#L%9~PE78WM}Dkrk&?
z@P;0Wad@(lCBr&;(;w8XQ%SPBYb4;z$tZ{Cu7C>Nd)pu<6u;y$rj)0$CaEYDgnf?W
z=?Ta&R{|BNE~Q}qS<!DdJO*I)UGplsvx2W)_@9#~2*pa%0SeZ}sL`J<P;QjdkMgkL
zaBkjEbG#zkCQYcDYEd2yPU^m(&RD^2vdy!{6+iF3sp$ZrMq;s_QGcL$jm_dVkn(tZ
z#KYPEu+oZFY$>Ex;&GZ6F_#BfQgre={1|Olb}}&s2ib$b97g1g(3HoPR$l0TNW;CM
z9c}QzD&X?(VcNXS%<xd{yv%c?J%BiZuDC}TE`VzX225R-eztb?;S2bdUG(wb2)*){
zP)^zPa{xc+u<-)x*Bn**nH_-;lD1xc<M-1XI<{R*84phLxu1>m-|!BY$FVxdppYFh
z&U+Uw#6+j^HXSbdq%7m3V(W{)^N~}OVHw#o#G(vwH04MFJ<oVgvk6JXEBNvPj$L*d
z2mVlLOx>A@uv(F?y*~a9RCUhD_v9zI)Oby3fI3yL5=WVh=YV?_+-*zS*Z{7TaW1BX
zT}JvuP^zRF+J9Aq+j5^)>}i@D0*U%fzyx62+UFM$j4|}wKl%YA>drvrfi4U_g1_A2
zqt^nP{D~%}gNBrTr!W|KFaho3*edOxKV)pZqCaqmfRv>fwG2R-Kx*9vM8E--7>Ei!
ztE;im{^pWsqrGS}4*}k9`?{~lflJn!Aqw`8mYRBeOZe?}P_|akK-0I-B&uk6{_+2t
zoC|vq*3Pu}*y)MgAkOXdlUo<IvaRy|M#bXXZKM3ACjP2C`}j{!kpwH?e0K=+34ocT
zOa|12Dv)E<^zxQVTYN6skTr>l4PGz)S7+z`=bJ?eI+hTxdjH9a<pnpg1}}2z5r$P<
z%u~Zan?280MFoHG**uMpw=SN1xH@}Spkup)=4k4D?=pbtr(&LO)HedugKV)ikA9t}
z68Q(05<T`wBVpn0V30C(`%Bcl=BH;Ljt4_bUlegns6`UtSfr9O9u_Axnb+KUl{Q6F
zlv2`jxua2}h2^NNxpgRO%X$N<$)2?dIyMiD8G0h7Lt6~2n0*_X%HqekpWicmczoFN
z!an2iMFpyba$IcISi6@?9Eo^dP<=$Yh2|+}^}`r%iLVzi2mL5S*b?Xvq-ueF&4j=2
z#Unck4tVhe$V=6DF1sG4x?JT06rq<e|0Ek2jk#|ZVj27ArSBxpwO++5!4a8}*|J86
zwrs)qN?9vEJX&x~%e!w;n)JeV_n>~X9j;$u#7D+OMn31ev-u)HaoGOl<9|6?Y8G1b
z2T7C#BBXikUh(`lvLUZLN^TR%U0JEZqy#cNKGPl|=)dAq_eR4MXf8-|iJ}@kf|=@c
zf=_GQU7$bREQN%gAanf>&-LA?kFAB{9W$q^gO8kD%w8wPH(Bgwp1uPj0djByuA}2J
za_H@f_{xzy(%T`0c`K;)PgVDX{l)S=QA-O{YNv=CszXzg4du(puu1ejA#@+yC?Yju
z^yphjHNOVeSK>A`06Q&TTi%<_gTE;0zgbplYlD*6E^}eXg-`hANZAO&mRAkVfdr_^
zsbq{+6L@Y5amrfw(29;CXSwD!yRmj-3Ae1q@b$~<=zyChpsh?iOI%7q+y<}-hJFVe
zjeg~{bT@U^E%+HC&<)tAEVVGz(*KsYQ;nF{Fq`8;4phl%S{o5-9P9><pIU%uYze59
zR=*YJzc2Xx`r}l&?C5fE6J<vrI^xIBhfidpm7UriXM;mJ?E%FcizFldpTsuB9A-`|
zuiyN%eneT*7b^&ksnx-`jqi+hznR-VEDmlImjCIu*V7F#bR}5ZZGe2IzJ2=KYuOAE
z7bW_4RnHH?^1&&Klc>bUAWgIm7JM4e+!0Ync@~n<o8riIp1C^{wJAw(a?-I$p@>`p
z_tda$)H&{71l4P4m_v18?Dq=*kaS=+mCI4$qoGte;zyvRA#=#CjLRBuH8{Y4gfH$l
zO=jq!lt@YlXs*fkDF2pKPi%OeW1T4tMs*CXtFxJ1`j#}td7RXm=TdPkPIijixKX}D
zkW7Ov5(nUs9;`F@VfRr_i%RFJlxa2S!WH7iFJ0n;u!nTs>c2_f%A9VeVf{2kAJc2!
zZLE%xMa#Gx`D%9mvIu#x;pR@GE!^i)z&*$gm@@Egb>J>`hXg+}wprA<!kUt(U#e{Z
z*L{{6v4u9eoz#4I_h#?w5s%%neMAa0QM{L%=UNMRr4!Mv-@v2+!#FdxWM=yLg5bt*
zwf`v(zSfb**eVhw>4?e_VW~|<-rjueSC~^G2hbT^SYb^+YX9ma7`(H}mD}*vJzBPP
z5}huNQ>@q*MJ#q^9Og(st_A8T%M!$=?e_$fUMIOir4_9~u<tBw$6kV|V#y+VL($pq
z=Uf(+Ib_ROZ_53jp#VfY5<4WGFK^wQJbhnLU#?s|1(>rZ#RfcDy;6l|@`M&)a_uu$
zvCu5die7Ux(*0qZ7yE3g>DigvG3XJ+vI-#adkqZFja9e))#_%bZx5PB5+S-0k*~<^
zbKxQDe_5kpN_8J=Hrb`ubGNoDkt+0y`}5d-8N-9KCKbrWwX)>fk1h(lZY64E!y1E8
z^(hYF05|shT#Me}opbvo2yzuMr)80;lT6BT{m<1{CN<8C&oCO0KCnh1AHnLZ)pne7
zE4~|*EuME)Hl=jI%ALGJ8r~Z-wsi!Ts%1Av$)a?gFk-a2C{{wJ*A|FB!*75N5@(Lk
zI%cbXokxj8j_u&eLvDnm7H2pF2b0f~$dEDHiSfYTP|=L!JUbKy**yNM|AiF+{Mn*X
zXUPEidQW^*NZ?T(Ee9vgEe+MD#Ni9HU6-cDQc%QyCX95dz*fHdDYc6|f6VdJ6I|x7
zTul2xKtn+vT)bS5g<2wJ%?7?|Jr2mM0>euXFI%=_`YL9@Kl8xYt8|4o-t9R-9~gVu
zF{Nm2d}pQazpGyQ-UpHK-&K1g2jTDHfUvqEMC&}gE+tzywNm=;s+Qt5nOW>Ky2cdJ
zrY~K4mFXUC_M!r!>U50t1ZF4M6!n=p<6QJYhh7V<|GWXG{CX<R_ot5rxFT-q|M;*(
zxMpqp%?X5h@&_QxV4=&=Zuiu-$p-T-^|~ZDC_da3QD7wmxmT)?R!?kDr)tV$2#3Qy
zS-XFbbY^~cq9w+KEi$8Tb)+0ixn7Az(<{cq4i+;4i2;`wB_9kZHr+REGWbeJ2V#N5
zhy%(Bu~vxjz5v06sk2WUS`~L<{ESw#wAYV@-{{Ua2FZVH6JFO#ISvwt27998>B)C7
z4R-SYE4j!s?1V~6^=%#4GHGJwCXi)-Ex|eS>H^Q0w`&9|fxav}pr`~@fsu;C5>7F?
z`zD`2A7#mbsDEYC)(`^nxw0*(NLfiku)7l2>B~V+r$}YWs<oT6cZ#Wg3P1O0q~`oq
zpD>-zRVA_79cyf^dys$xr2r|!>w_97mG_&z46U^g3dM!FM2>MW&&bT<6WmFr8%r_S
z2@dv8DFyF>HZSfXVT}<`v}FaP%8UiB#HU@om};QVznOvnY1p;zcLcMe_jhFbDBY$*
z&L)g*wz2(OUduCyE*Uh>YIz&uWibz>X~8DJeG;XRPEzffdPhHHhJT;{#@3=5Y_%BC
zcd5tEC{3r*R(V>TZ_TFBl~iz`vl5zX1hc&BuX7(9mam&=H`UUkTk+P+V({Lnd&%gP
zBXDk*K&*fM6<y^3eQy-hM~N*Or$#zirafuU(Biv#$7eOfb;=vU6&1Sg(~eRP({-LI
zLHGSA*IleuXH<$ySyHc-$WyJy;!c;JMoE;@?cixaU=~V0hkV!SY>XPR){R1O?=rl}
zUH4)!XuW}U$DURPKB7+(VKqdT!@voyxZ!;TRdnT-h^AJNzChu$5D>B@a}?Dz!Kk*)
z>UZ`@v=%xi>w<wN5($0_3pStcHl?`0Wsmj)74@fe1sL(scwR?&)_kzDvH8^qbm^0>
z-8vD?0xczok`u9go;!f<O!b3xTUV0CjEr=8jj5Zz;<1@?m9Q5<v;~FI|D^EsWW;R=
z>~=fl>(6QTe;iWgV7QrjE!m(sWK&S3jhXPF7vpNj!9dq-+3BqrM_s<k$^}Z|EFWSZ
z4fH=f#&`0nPsYS6dSPILZjz=`x~r|nH{W6{q!bn#gZLn*7v0aGtT1l3uaq9Lr0bQr
zM>be7p(M%f2P_YpyyGUjM6*hN%Qk4a9-=#SB<+3beEC$EXr*HLG;&Mz7M^2^PbPez
zYdfD%l`QlHCBqPSvLx3%vC<b@@pb!h<fu#&Y5>l^^<nD8oh37{MHN%AAA+GvS>*iR
zSO1tVd`#N*?A?=h)+WfWq9`WLp?)wpeEIVNp&2TLOE`v;G7-4E8zBGp1!3;}_5bm{
z6kNU{O1pJ|B+>=Hsxau4kpbGpA!qGv5>P20`+TSix#RlRPpITSXffb~I?^V=tDv@i
z3KuEVFW>0!M%=NlHRlqkLMp+NuTi`!66xnlqL=Q%i7$t~0@z5q%A2zG$rpR7QP9sl
zzmHPq;_riF%5D@FgBpXZI%JIm(59bR<~{mu_xX?VeaEp1XtL4L;cE)@iQi;pRg9L6
z4LWT_|8$($L*!66z&PY91t*5tzajS~?!nGu|KcV^2Dzw>pEEG9^Fz#nz0idMSB_9u
z`Frm2(xG${@~>uq<OgJN{v=%PA|J4*QLzstRZJ--z@B6Uef!vlh>1||%F(wDgXB^5
z;=Bg4!IiWsx_P}oo~Wwi=}5rIO_pO_x<BwK`l)QYMtYKTb}|40U;jF<UiNr^-86kt
z&>NrAj9ZzNtq;(CH&zoW+h*0Z=+5mZ52)P*7c3f7H+;s&(|;O&$AECM;1Fw<eO#KT
zrdme}T(Ynn&oRVKP?TFaYPOiwa-~ZIUDS!}`PpFrAj$#8yS89^;pb?Y)iAOgLo5Fr
zZ9L+BzGv@%$s5tmuCQ^Sj@Ah@wPPYzN=@7?tYU6H^`inlieb}S-_w=YaU(!z;KWaD
zzSyycW+Y4ffj~Mf-_+OPpRGy2>`>eZ>|XW%sjUQfhrjG%r&X(jymOAd6NZ)F5nBgm
ziRT^r*j(p%jV*Zr!YY@u8&%4!y>!Zxb?>TbpH>K6U`vEqx!3t~a!#aw{zcQ^N5F)y
zvx;jr=30fHAew!PI9mmzf-|j+=S>t*<;3$-qj6d}d)7ck9$g4Q)9?m)s4A;|_ZFky
zY6=fJNsTxUu+37Pai}gCvDdNRA}MNJWJwpu2z%bXxcAAOfZd4DLY$*Z8=$0!)wl<A
z=&#m$6|AMAON<@~BKm<vRUNHZ5tE!h;9YCUJ5XC%6l?egV=u$$+W|fFXF;0>aq4jO
zpT4{2Yh$OUst^40&LQQMuflUc6iZijQMOm3$MhAjugV?Oy)blTxlOAqdY_F8-WS8~
z)I+CjQ|z>5a};z6hY@neukm;cT>pK|s{+1DA8`Lgh|MOp)Vy=;$Hiz_HU2d)giH&_
zny2|t+QP*w_bQ1|aT{Mbt)L*5GYDC><ni3@%XwfTlHx%$pP>G8WsbS8$HYhl_o(k2
z(GF8t^|7`r4j0x9(22oy%v9A$*{nd$hsv!GsitFXTd?SqlDi7ese!_8eRV{$FR;yB
z!8N?z_)wmq5LVpkWz7A0WWik)=~u3Payqogf1T&wFF37#?K%`MI_O48U6Q@IOXVij
zxtj8fA_-?a^I0>M9x9X7DL!8(-A3Tj`D_%xYe+H*$U8>^Ba-j+971v4NhOBthc>*t
z`q~}JelD%v7Ipe#mo7kZtosPo$U%-tawkL75y^WG??~OY1Wru=J3F8bTtWBVAfG2_
zZZc-%EkdR0Ba|~ZbOU0SxaPgL>n>hQxaZBB0qeDk!{zFqEXuJ-8-mtI)Ur&Q$xg&}
znc1tG)qG1r`R<2JH{q@&L5#emzSC7&eUHOb0d&HAx3lOiF5qfkX(UQ&Da<jBv$_k-
zrXZV1N+v)<%TLbS{B%RlRq-8q{_iTYVM(Ykm&+{Alb`Q2(XzVHZ48xw*?D)v=zytr
zY1+^cb)`Hq$@LZ_+<tWGSdo3s9=mi%hKB<Aob@>5<r3byr^{(Z4NkS0<K_j|HoiVH
z)O3&Qn_|WinJt8ayXng|*>V}eM>q2sHS*$lR`6}2iws3@KyJ(@ATyhCqmkEm`x;&j
zdw1<m8;jQ7%*~cz*;%52A{~@+O2umV!n|>!%Skv}0#r#Q)UTA1O}!cqd*vp)-v!Pw
z-#t>;=X<g6G@}tl+W?Frg1IY}WfZs~;H`LgOK@`jsq7fam^NMF@J<B#W)#J5;y%CL
zCs#885ZQXaIL0NJF8AQRwjZc!fNfw6ebYk(7Zj@x7dUK)u)oLeW3&e&O-uBVQ3r%X
z^BbMj2c;U$_-(+n3pU8QMUWwgQM8}B^$WAG=eGnJJLdA8Tt)QKDrc<D5-Wmf$-A4%
zJtAsIit@W}^dz&^8E=@(_9=O~TlciU@`@fPd6wH4y-f?dUG-J2tjVK2XOB>u#lndu
z=04uek0vT=?c*&$ML1s5hsR`OF?epj(N{o22J9@7LW-L1uNG|2&7_MBnGpkEOo79x
zH6;ASV}(~=DfD(wzf(L58?@W46KCT!Ceixg%bf8Dv>=R|Ae(Hx!=mGQ8g9)7oQEC>
z5LbIkWRxv)aX9D3#LNBSm?Niq<6&`uv$dN6oVX5vZc6$&dEU{M!@C2CE5HGsiLL0B
zBe`i!4Olg=l#B5ysqdVIn@p+Dt~S$`=^Px`U_|9KohFb_zS`<nX*d1ux#MuH=u0hH
zQY|OdfN=yyeeI?n8k~j`&z!&FSf0^NddV3EqDN=LLu=dQ@86VQW)ltvdR-AAV3d^#
z0q5aeK(-;eH=ZDvk~hSk?PXrIJ;88(gf41<Uza~-3Y+Bw3aBnVA4J19IPa%kQKW%H
z3NQ@kv%bL>pWGj}zRg{m_*D2o%cyX#4d-ZcXa--^MF?r=l8P0gT<<|`Xy+}jvC(&q
zq0~NE4JlrY{mpdn%%bqK)c3>_s?@%e8E-rzjG>%3fdyVDc7)%wI_ttjhE8(uDV${4
z4iC|hS)o6x;U&}JT-Uei1!z2bzni<T&(7F2`>PTuwkaeaYRP`<tgE^Szb|oor352m
zsrP+ZQZxcG*id%@TE~*5vf=^_0o+&IzdsXBl_O&XoG6p%U#IIPT6_GmK9@@5k+8N@
z1#KjoeuK1yo|EVo@f9@!Q6vcVL-CO8zKMZ0XW^*htXJ`+;+WH<jw+c9)~X!GLttTe
z-xt!KR3bJWr%y#CRRE>zEBz^m;?Wv^n?1%|D|;|q$kKeoq(C{QgeFh|1W*QIOZ0s&
z+$~X8=}tfE4D7?++X@sd$Y3Czi{HXSo<DyqQkF?1uc&^Q{vIE_i*i_gs@K5C!r_C<
zSHZyS1C}Qq86IL@1yuM!qV<nuh}hF3>}G?#y|tIZHzfNX`EIZGjze>m3Gb0na9fTp
zg+EJEUPmeD;F-~G6jR$sdEbxRnJVM}*>RDjS_K^aT6*ZzlOXpm%6;M^O{jBnRQh0s
zX+Y&kyq5-nf*i(y_5d^qiRNqLrxEbTPuEeK7j=LrYMUjj2?6hVE7Mi~F+B915X;I=
zo&w3J?aWI4On|n%_MbUPqsMg=p-j?e@7kk%D<yGFcC}B3&`|8e$B0(J!F$WcH{HK+
zGBW3Udzg!2BW3e)zaG!NI`|&cRFFDi1<pou6wqAT-*9?v%(y54`;(znafDzs@@d_V
zFgoas>Egj@nAxM>VTU~V*waqqjWRQ9ekb#I=Ze7r<Lq8|SDKLyrH!;?v7rXZDgW84
zxJow!enU#p++APsE2SHKtVDu<R`?)l!2j#9)}(Lb)fQqhhh8nq4TV6VIvIwHSP1)z
zM2w~k8Rn0&G-1^;tJ-DoUh|#x--jq0C^x6jqLSc$S3Pw(w^;ql_)vmiqAPCKPfBe=
z=QqCH^-`TD9wy$)KV1M;49pyVc*X!ns+2(#adw*6f?Rx0Ncfb~=6~&r{a5fBdfPH-
z6|VejS=S_Yy29eGZ!yXXfI^+~86_Ek{RF=+TsTfI7;9suk`Dd!;3NIrYvDK6uGVX<
zCLNrfz%2P0=*6Jo0q-sU!%ehzmiv=;KS4qyAK{a_7=WZ8M4!_{v_#7MPw9Z?aW(6$
z2IlB(dA8$hkKjaTOSOFfMwjGub8|fyUm9s62STDc-~8P1L!pP8_t~i{X-DI$Z5Gv>
zqmS!WGwveLC0~U}q&CnwnFKnN-u}}TZ64nLF;mhIlOcLh!3A^ILhN7MNmT~NV_NP~
zSno3`tkylvN%jU-1`iPbFbKblxtJOm+8*2^BTbMM7GU-OWL)P*a~xhPU>oa~KSB)f
zUr1Lm_TAj2bJD9DvgTl4bzyVRsMnbj)mgikTA9&9D|~?qNxiJs!gj3eb60_heyYme
z5p9OZUl))Ui4Xh(D4RF=@*BSc&)=`2zc@yQ<O$hXyk2$pAIWe596CJNFB4u~$oIEz
zqN_=O$c!|OeVWUTf}#814-Gv+{a(^FyHL}A%fRYKQq8VY3MvDOC>!P9y?|dy3l{(D
z9p#1Kb1!W*w^_pmRkz*3f&z<80lhH-<WK3XIEQn*S-UMs{4(W1)F^Age3y_|#<O^B
zCZX_I^kDGXd5RK|&>4|HT8C^nRHoesIU^BlICqv|>*C&k%^GH&BPqy0tWK8%#-T$&
zB?48U#lK#T%yB0@;XZq#C|?oA&XOiDXhXF4G{Fj-zrF}?Kg;h{kg{S-u~KkD+;#SW
zd~p-;sP1>=<N>%sQ9@|~=2PG{kX3F@z!$S?tYN3Cdo7L^-%bKfhXd&`yMR&U33#%I
zb<4u*Qw`3(NOJqWRex)ebjBNpJ=te6y9Bchv>~SIRmCcQ0yd;t5Tvi!-`{E4%HMEH
zr(F>wFh_|Uf`$9Lkg9;JD{ldtwHG*yyx`qvDt|t<tHXh`0ti5wGVv{<SzBq3pQ@p%
zS-n6KbzjL!{&!X5f>MRkTapQwewZhDiDz5FT!8_E2iN2YA5e-?^POxlf5N3OGTCi#
zRJo3%9FRa$T@?p^Od%!?wH>e>1gJO|mC}pKYRVcwX?pz}mHPB#oVfXXV4glpU>3Nz
z?lP~i*lRRR^LV!ja;5kz8Po3vO_jES=r4z{h*1s~lgBU>8D1zf=)5e?b@ehkdi8D2
z^&Z=6f9A}@EvZB1nlLZB>~g=dJ3Z_FXRGIb^<V#iYcllI=Wy8#uxM=+F%*(wvf%VI
zuke+l+r_RwQ8=C18Yb%W$rU2Ad->RX{5RN|MP#2mS|tKl>k{C+T{oO({em%tgN2gi
zv@@!PI#!)ZRA8V8<-Kj@qKf*Hc3S9@w7ztKi`@cUO_5n^iRM;{&Tu=Db4?S7VL6AS
z3}*?;BU-d@`Yg(pBg89%Q5%Z0>91^O{4tJM@J%)3o$5)s{G}SSia1nu$vf}EY+pIF
zbz4K&jzs97lwo&nB4v&8_{)qt6Bt&%taC!iX1&8x%#-f#Jdx?C(aGqw1cith@A;U0
zQVhA?h0DxKpJg8U<hHkK+Dg-mdl#lt>Dl>%?UAavdC62u^0!E^KvH?rS>xqADJyJ$
zVBvgHK?xc`+X0O8@sQ&W0}JG))U1;7+M{%0(Z8#@Iedl(R*nUtAHHbX$qCOJuqWvV
zZ#!BGIC!`oMF!%JIprp<GImTr&GQN=Pt%pYQsY#VmZA-`)I217V6MTZD_no_v4%Ph
z<A$@+J^%>MxGETo9+*?2SX=x`s-jIdjD;Q-hK-wVKt_XTlsBMg2h*QA{G2gfe{v|s
zNCE#LLO)`uVoTkO>MDH&ZsM@@uEc}K_mZJczQlN7@5$GVLlr|JfY85H7(Er7?|&`Z
zO>1ozS}+A)LL43^TIx44ci4FCRWzJPP&~f3PYQ*ZLA4ys`yBA2_ybFB&$D9^G%ZXR
zxyq~3;y!|At*+STy_h;~nmRh<V$wlQxt%yzP|{gd)5e7l+Nr?ZfeS6C5^B8|^-Luo
z;^XUu=c`XtJPu^!L&?<Quo<q;W}opbRRt%5#$mtS$SO0n1WqvB=_zx^%diqSkt9+A
z83*MrqWvof8};bMu{@thhFo8{LCC4oGDO3~d)z+q9+c*=m_sAA$q!N<IazNnYtcM<
zN)X0|tS2O9@}*Q|G%V8t_Y7BQmU9g-_RVJedsCXeU{|}j4&vOuYINisJ^VCOv9Igc
z)ofNU%K{Mq^3T-$KiCcIV;9z5eNRI$Nfk3reRZsLa%V0%b^`Xe)9YHFG?ebMwx&%R
zMSg?-F+w2UvYq}D*`YEF;uG<=fyAB172Eq(a+eqIo9T6QRj<S+atN#bs9L9D@8@o+
z;aG~-Hp=kzdfz1u;;SBA#$gXkbs?-)*ByDQEKWvajqHV<GsNKc^3!4zPlJh$7`*+q
zc*te2CikZeohi&a9McgiX--vMe24H5=GwwM!`uAdd?mWRpkfb%tk{$XG*{cm5I9U-
zi(y_a!9LZR>#tcZeD&9!R{&-=q)bY~rdT7hChiZpy>7o#oP9>z#+Q{o%5_;djGfqW
z9J|?>aDp3_;}wvxKBFx4T!8L2Ywwxaqt*Vt3E`5*<`Wzm+?X+-UAE==3G`som_$N#
zp>GAHJO&nd?L?o@^<mzOQ%piBQ_IS}g51l#ed*S@iHDt&dnEBdaH$~&fl~d_@7Rr|
za3Oi@3apM5@!;Q8n*(<TzQbWl%?H}27I~Lp6w?OMBzo-3>F8C$TvYGqkv4=gI`N1c
z2CDn}kVZ9jjI#C)H4jHQQ`8fFqcL+<dONcmsH32h$)~=LZQFw&Xy2nXHp`NpHC_Im
z6L2PgI8UWl2-r`M-bSj<9kHoyzt54iKK*VO$k{klQzD!R5FIs+beoD-ef2j8e&?-$
zo6qwP<K9j-NgPP#wQkWch4#!)sfo)z+gIEAZq8KQC~Ho&etNIt8h?n@6wXGAV2Vor
zp5bL2x!_<RG(f59gO)^s3PH7#+jGCbyjEx0R>*r!MEz9n84+vtMy9simLw7_00MG1
zC3WiXJ6EbqU!){bh^7@HSR+UR+%~PKyR8)$pYJJc`V^RA<G1#*YsYAootx$4-x2PL
z_Nf6~38NKCD+?=nbGyQGzf3a(Ky=Sr6bUmP^4(mcI<(pxY^d^X&bSu(Mwf2P&2(JB
zTkAs^EWYhjU1S`eqMJHt3+VD1_wM*lzTQ;1xu?DWCa&(gGD(S2n(zQJD904crBK7)
z^;Mf`wRea3Wr%o9!qe#3ZOu?DsCog0(u)N>nOk<kh!%G8^4n#=7C|H{UROI)QRAtc
zRl}&j+C9X>D;s_Evr)25FRN8QSw%>6AmkF1r|o)$Q)8k}IaxRGhIhD6Dy}94iko;w
zXSp#+@TVH}GB?*=zXA30YWQ<65BKxwdSU0dZrL4TbHqd?#%;s_A^0V!@7wow0OE$(
ziz80<1Ub7PnjCqn73mjGm!dy8qcjMqLZX7BEJOqFV(tBWEF7c)t7Hc?jdtm`f_$Zg
z1mjJWRooOdQ5O16xW1Pe!5><b^mAyyI}f0?Kp0xzDTr7Y@sKq3eE?MhwE}s!<1!VP
zn1qs9X82p>c!A-t-?Ef9IzcT0DGkgRIT07CX;H4~BLLrxMLUb1j~6&BZbb?G)Y=(r
znNEu?3#l*$vIhtEk1kv@kJRm<6_QcvIe-#?ed@OYTgam<RAr>?jmIR$oggj?kif(5
zXC_uyRzq(3Cs*M&Lb>SeWJ!%O@Lihd!R{>|sNH=?kKZ+>h2%+je(o!+=W83y>Fd%P
zvA_D9C@2Fhk?Kcmc6=!K{f^*qLZ6pIZMLo88OM=(yguGRZdo$MEiK*kz`uR8+mO|k
zg2KmwY+Mmgm||Bnjrr@%5#f{~w0Tqxdpn~+9W<&&<qkPJevzql*}NVNC4nk$STRfy
z)%P+Q_!P@n&p^S6%{I~=NnsN{U=+K0{()#K&VOlF&>HkgViE$ABx0~h&@ht(Qr4?h
z+X80hJdY91{MIFxNy*48rrRB9O-&y~=y&Qn1|`_mCZp(N%YyoLEUNsI={RLS7_pK~
zubAH|cY1WE%sQPWjNqc!s847G1q`ATo;fYkM5=wOF*lm$S};L7fvkhx+B9yS5o&3*
zWTpACMZ;Igri;2tud0x#F?lDFo`b3UMc8<6u26X+L@UMB7tBNnlT9Jo6gZFrvrX&V
zyC^&Ax70-2f-bu}gS@(e5!UkoSKjDUP%doj?s!Rmpma;5+-E6BfC`Fa<sWPv(2lt_
zVYZm(O&ja8>Oqd_f|=Dpop70deH);D3Sa-!X(%bQw{4I<iOfW0Pop5eba9@|=b|{=
zUB3}z@87%@kW}BFzurA{T>nyLbT5k{-_rD*vvFYfhLa1bc6<YQ9iTkbl8Qw^GoN8`
z-F4k{J(nNO?u0g$iarS@<Gvc2ab%!Ps^Bgq#OE#0vm(}y7oYI91`{fA3jtx;AFEOu
zcZN7n6bbofm!foEg4_g?woQo#J1p?l!F~ZhUn9sK)Ox!Yx6Y7{*+c=Yuyd}Kv&F3p
zchV%Qh5?e+LTDd;u!WM*ni#!L5p)cC#%<B+jnL(697d9(rs}8U6gW#VPu*bXJ|Ql+
zGOHl$Lq44)7B`a8n=pzZ;T^T1#jxA-2_Q`#a@c=r%XaETGN>aOLe|iE2bMC<{lVos
zrvr;C@Re|>pl*cm<(1RfTij<e7xSQVv)g3EeQ~ImIv<E43Z0Br%0TwM<oiD3xNXj<
z0;5@Nz(#M4XcUpW;2iD2b*TzPDstKN`$C=lG=?p|vi@M1TW{<!VkAk|{~Q2cB|1PQ
z$|WJ&y*WuwgJiZ+(Tj8c7D9deKCWxM+P|w%tQrGd$N=1rh5pb&!eg$;@(}H4-lO37
z|LWIw>WQg7Q~1PM&1xA+foxy10l;PH04teDXtCG<YCtg@Tnh!UaV0dW{1rd6-QA9N
zmx{Gq7ScZ;TQ=QSF74X(Q-GndFX*5t!W|ZkZzC3i$%Z8N&*Gr`lW*rkA|gx<bn0}w
zz{}#H7WP8_>@-wHc2jUyTApR!4v`y?gmFS--yo4hD0E*M-m6xd31!V*b4W?dJmKsm
z%&B3=g|CZzjE-M%xy!LrcGr?YpX_|{QZ@Kc{LhVs<P81^ebMilL>_D_LOM2rj=QrC
z^U#W$`0S#e9O*t5eeKRdJcgo))TOW>5qKOJs<~>wvee@9p+CU|N3ZZ7`o{8t43Qgf
zX%j#xSdpq5=D98XyK2MtS2YvWPqoY%Or0!+>F&@?t%7kE<lw?&^x`N=Apn3IoDNF{
zH`2B4%<ulwMVZfH@&tUu61VRkFa#aYs2*&VVj8A}3))<ke0z7-DbUI6Ke2UImjbn&
zg57SQo+`))bBhSNC(V{<KmK=BG3>GS<OQ-G@3iT4fT^ync*p=+kxh@=NkCXbV*~kp
zM;_xEZ8TKnF=4|P`d7zR%otI_{LE`k$|a651DPLx+>kxe-<!L^7r#<;<s0E5+jrHa
zd$<C#<7z^WQoVP7|NjuI`0snJar`>To4;zt(cuS7z#madDUq(nOZrx#Z`EH{7kn?C
zEk{_@lys1Mc`bm_taA=Ix`p!9dMWHmqe;>BgNQQ{C~yvmfmDWpyS4F}E-W?c;9abd
zav+G-T53wyZU%HMygY(0lYlVt=yBk^_YGG+<hF;oF;QKRrgFOv^Fa3@g8Qh<gVs~9
z2o{oKT$cPt=;xiNII}0LNr4U?w5R_Anj{3@deW8oV<h;ElV>h3Dt&%dM0L<=Lcn;m
zQ&(R@twz!rZtevV5s~pjz3K@<ez<8*ZLp%9159yQ@0;2@E#P(uK?e$uqeu?y0>MLE
z^q!#8X*{3$+~zp&c9?XWO$_+{GQBL!OE;j)n3+B@vP~y!lo>H{`|}|FHq1fc0z7Hk
zmD-AYlhUe0j%!4HNa2&a>WlYhuEh@xe|aOHt@ScfG)ewSLn!nqho6i$SAIwKvc@bO
zCXnG4CwY6UepI`RMeFT5am3mn|F=N16AAf4n;s$`s<dp15=<@(@Uid6W%zJ><C_2G
z?S#uF9j{WNYhLj2C+az;85nDw8Wx{Gwvx+cVXthAzA-38j~G+)!&1g5R8QG@2g34t
zE8ZUJ^xhhIsHCc)u{{Hb2x*_5A?Yl%K?MBaW%JnG(%Wa^EmA0DF&yRZOS0%*nim+}
zfpoQh=WZ^{%l@Wx8{(M27A8MK(wm=lmuJf$xPmA6F*tM0z46$EPq~@vM?z?DIkjTo
zj)SYZ;w|BD-fZv#QSXoJB@-<@=W-Qyo$#XWrxMDG3`&6Vx0tP#bGzQ`JQ$aE-YksD
z$VEM8$yf2nNrjDLGVG2!e6KFTY(7gjwnY=kid!SmMvFDD@A6=K+#c>f_&vjoJtRj}
zIT1`hbE$O-=p^@PaafSgbMtrEHYZMM_6@#hmKnNDN)QBJ<@mmJ0}A__cS4UrPL$L^
zWIau9+<e|m14rJ2H1ANhgi_*0L{-&Bd$Na7U?TXp_E)5DN3r>#_St}}7#jBd#DmQ3
zuE_35vR8?I>htS+<7{8YP3ykAFk4J*=IZ^sN{T5KAIR)h=s&fj7KxIkM&7Jj#9%;5
z+oZkq5&e4n#gF9-rt|I#+95Uwkxhn{Xu-4wN|b7KXdh@i`@}$fC6F-WnJupUwsy4}
z=}Mp7BJ5%S<`cF|PPsi$B*Y4Y&^q1^DpBQWvv>X(7g_=O9Z-+hEx&o6x3OLt_EZSD
z7c>5-EVI2}J%z<*+hm`jd{Z@mI5go5W|-&V{W3dyB_F;1$C4c5`2mNy6iP&(w+?x~
ztVy5kn9)rQIU5-ZGKxeJ-&z1__PAKyo8#B=a~CCeienf9xzoaGwB7A*F7?Sot<Cd!
z^bwGj+C;RI2i5Vas>shSKa>KoDfDIH?kpvPU6Ek1L%&a4OYHL?utrHSN+WK2L+w8G
zS|dM1i-<K-yWgkkGsnQrl2bGt%y(1VZbE^sD(Acd0tp{~R-EID2K)z=L9=1$kT6_~
z%@JpRb<)npX6WSwq+6Rb3e)}&Scvr`(*wI@OL1U~y|9589@daWB;S9WXc&K4S&I6m
zVfLu+Mvv!5F707h=eQT;$X*5^qFl+Q=+Qy(`(^fSn4gty<0<NAnjtg0pLvA0?jOR2
zQObI`KJRWC{MjFjl2#w&LhJQ$R^X36NOa;-?RlN1mogDYmRe?cbVc*FVWPImJV~HH
zpiH<=MWetGddS7xifgZYJ|2OJ+ZgSyv_0Kn3Oj6Y8=o-%PohD?{;5h4{cOY*hnP$!
zXaS;9g60SXJe4ohVBVgl`))od%+y?~JZ7^nQQh?vep?%7BX}NnH&fU|or&Udw_lw6
z-<Ox)ZLN`!1+rtagO4dY!umWz11!mDnHQ7zCs3bslNlb!KZ&9^OVB6!I&<RlS_k3L
z=pdh=a{L2J^CqacHa$lieyvZwIj{fgZ`tO<H@r@Kh%>exkv9dVnaN3dZmoQ!tb!H(
zDUB3*Y|MN28;-p)%q62r`#Cp$bewSFbGJzv`kD*6K@_`Q<7#-z)2>aN!>5v$8ty_9
z{Sg~qTnfRvT3hXZ@<CZk99kl%Pq3oQuE?!<@^a>Op4Q4(?_J-nQ2k$d_?>i%14Ydn
zialT;SUbXHLF_)H^O)2>+tyh+%%krXmz}#+-uoXeDGEV1?;x#7)V|RvIUthLKq~*J
zLX~5)<JkEonBTaKR_LNepw#qZ;!=D@7y71N3xXJv+7+eW_IljYZGGQL#n=N4hqNH!
zIqhk`lgN9Nxd{QBRV-VXx90yXCmSCm`VC2ch-~%8mSSF_^ora!E8o?O$muJGX(CgI
z7sS5W*nygPt*x2)NJ#<pyhhSL^5f9<`&n-i{ZS&_j|x`O&q9rK#^T0!&^RtE@hAr5
zs>xqxlzaOu)<O8OXpC*BLVF#{Z(la6{2>6e@>n8<avfkDYGHwPSh&qLMS?jE7}o|R
zQPkwe{V>8047(IFXs<=ph6w>oMs|M>S0b-hA4O$9AKyRz4m;1cAYJcWs>a~=_2%jH
zdkHU9^<O_rhUovUvV{SZTe=R2Id^;cQ?ycUQ?7@AObM@r`Dct<nCXKbQ((@2OudSN
z;EVT~bm;3kehT6Bv)~HRjn}yrO+UCxdXLqsL2Kk_m!YqP{@DD+=d%mGhZZ_bkxT9h
zwrHDzwh{-i0^e<<pzLa4Ya<>&6o?Wq4N<Q5=-N2jCTT=ZEQBlZ94J=*llH9S@le}g
zm3S#*s$cqlc>B({rqcD>nd7LVhzv4_q7aof7C@y5gk&5U5D=mwg496-q#2bCN%m0`
zM1=?lC<svz5fP9sHBzKVi4b~8=%J@UdiJ?5=l8!~?)U%w;3rX%z2CB)^{i*D;AYxB
zD$Xci)>%{B2B!SNkKp(ShB$Sel<Rr>Ql1oQG}4TfdGYT4(k~ekuw|k-E%{>Tz*BiH
zDG_%Z5xa39yaW_5(c~Kt7aR@MZsjTz3ioOD87*izFLNy%vHMM5h4ull>1Ar*8ummM
z4N-n>o-hRiKmh7ku*Ps#_hp2e!TYl`KhYV|nL21!#9cpJhrX-<5DaFMe2DnF$KvYp
zJNH)~G|`IFkCq|o+LcvOseEo^JO}qEz5#R?04l{@{g`unssA%DnV`G`)mzWtjX|#%
z=q1FXtHEQ~5jXDhQS`Bbr;l5}eNZU(4>b^_<b)?WmGmd~*f@nn-u1t1!IoqinwWw@
zH!ZXS6-Icn>#BlcoHYi-FuGUeYvvZa2N<G4Oy?~tQv@)`TLm4z=;g|tjIX{<AEuW-
znMXm%mUn#F9u79w4mFgNMLz&}?n$$tR6V@%>En-T=A~)TaE*+dVpSeMQb#+NfXpt+
zW7TC9;gA7{lDT(bcLNj9F`c%lS4w_m1*3tZkw<!Z-gUI>@=(<7GAw>;K^??i24<>}
z*dt&EluJ3Kb)gr^tU!(viqV^KwLT}{N2JJM-3a6u8VLdSP!umwoY68Qq*$uN6%K*B
zLru2@rQItr`<)a}Ygq@&{EFcBL2Sj+Jj3AWVE=u$$Rr^`Z^@A#RXF(O<3u|tki-X1
z<HB-3FAS~UcKwubtTvjnQg4d*)9)(nRPT^YNyTQ0d?F|(<xm1(Q3zBFmJ&I9<ZztV
zy5L9g!6P1X;~Z%3Vr3dZZSYV`N2T<;9qX*P1+YHVz`z?V*<JgYJ%`$Ye6us68(k>x
z(Y#lIzKr_&v6HQ4_u{s9r0Ns~CIyx<ftkX-N8D{ze<_~I0GWAuV|$ugq6&-Nycg73
z_tG&T(yp`=D+JiZz&->W?jEMRN{W2acsa)k&?`V4Js+=`>x&po>8S#V^q@Fj9=h~H
z()|0|rCP{Y<!uD1)x_Zw<jFoj^8;lCQ)h|`Q}{4Oj|sj#o>uK^zS_jL&?!px0B6b(
z$GYm;K}juBA%N>DL?8__)e^u1*B7FBQKPA9=_(m^MVk{(r{>GJxg0gi%Bm6ZqPlo}
zNqe`0{qWVxa3$&m*z<@-A+?d<^S(P<qT>Y?I@UeZ+IMMxnBke4W9UI<`}&iBGr)zy
z!wVs5gR-l$^YYza`8j}pZJ@iF$KG9*C$O=M>8Y!)zK=M9UfXQsG0EVOZUO8puwazQ
z)>80E%F=O=1|ZZnqQAn5ag8)(>iU^$H(n}reR&0SMrHzz$~{T=a^!zcDEB`ayq|yF
z**WyMpf*KurRof3uLQ*kPxOjKD=zHib6mJvTiuOcgS8rb*b&p1zi+VlVymA4R0qXL
zWT)hIF6LRV;D^{em-Az@(V?ioQix)i!UQF9WlKibF`dLc?maSKVc)+C(rX$t{OCK^
z&sQMi)%kZ^FKB-nq~A<ix~^9u__bc8>c%du$*V11Y#H6S3Xehhd_-%C_^ON5-MDY4
z-=5h1K+hHBy<Z|@#YZ5Dl|lz`mj4$+nxTWEDLq-3KE}}yg8OX;#CyQ<DV&MM?i3U>
zo173mC#Z@qcl>gDzee`{F5`>|6t`xd0&&I);UjshninqbZQuQ&$Ya@Iz80Z&6D{X6
zRBZn@%lBTNttY)h0rg6IsszA@$en~a1u+Q{KVtsnh(<TgmZlwc5mEc4M%3~%`ff_i
z@V1hdw4T<!13t<2Tzs~=dD{SQ1{UR2i&hSOUcU^CLW!;9gA%#d5flq*UqHRZ43N%^
zf@#;&qgH(bJWgg?``XiO>$YoIUvuBg&6JI+x;PGBap!KV5-8Q<i-c1@BsTx>Rpka9
zFH$!`BM8)All44<{~gyg!Tl>rl4t}r0pUT^$I=9YYoNZ{);4!kaBfOP&c2q4w92U`
z#jo=*RijpsNP_Fa0(=(-Xo1-T6~vm!W%R+GqcbO|ywJnUsA9DhXe96a;3v{I_{fi(
z)b+xv$8B7^BK4EC>B&BHL$DRn{K(fq$`aLXl!R@1fxESvWEMfw?LpI4gWFM>@PJ_z
z>M&a?b`^OYhkmoDq<e7egjy}hKExL2cor7R_}CH!0Cb1+EsQJgxX2U>BO@b8f8qWm
zpaf5^5-__WsvMqN9Y||ibtaT3AHl{%<-B9R8BXyr7xFaM(JS5~W6yj^qwbp#DCu6b
z3VIAl7I`VZ^V2e6cUii9aE;##efubRxhl;O+|KvbUh|eGPj1llJV-*)F~KtLMNCu1
z;G0SEzc5ooxdr9lIm2obEjFF%9?N_7DfY@Mz}vs5&=39YDwNP4{V{u|)Ps}`<hyeB
zk$&$bcWuv2F<Jny9>#oZL-4Z7MK`m5WtfLp-Y}K4Yn(d*2(dnl?ZVdl2A5ZJb?0P(
z_aRzim{C{^`7$5SOdg-t958Sre7CH~2&!^^9(7>?9o`5?M?AtusPN#-qD5C<=;=?{
z&d1T>Xjm?IB9tyCF&4~C6>43!X{{->4EsE=K7Vq2xZ~f+T3x5(o+3|cp8mIq_f0eB
zFaD9KrZ$`2$baVwWF{HFvd_r_7>xa*J1rC4&GVZsygE2M_8!4V{B`gbuqhLX8?UDt
zXZvpl*Es?Kw$``eSOwhqQ-Xq~nuM1_>kAJqO5eJUd5qTNq|$1?hwdgOo}Lj%TK4(8
zbU4wPRf15W)T|77HRB9e3a#1d<i2vU(lr-9<*l7-<oh<|U#e>>#cS~gp}R%^esz!;
z;^)N7&NCJvAC2M#=qa(aID16=rvw`_Ri5D(7s7oHVV8FB^3?}MF=fu@$g{MUm{YSM
z`1pGC0NLyXifGvFmDa=oXEmOp#nN3>DW)y$<-tctfA{OF_^+KoIQ3nc#2e7Bt4aA*
zYHn=CS|EUNX8M!^S~DlK{YC@0TzHY;Q6Bfe8~d2r99-ysH6HINvsmgh9_fDL*GI%{
z;81Q|;6h^%Zy~u13F|yqv~M`P2;>JmV@hnc(g29@xQ8@-y{w$N_GWkPw%5!%bG4(*
zyV%|OeO6`SOmI_GJ|eYQsUo(w=K7OXibecd38jpnwhWc68~s>tM?M}DyO*^mtp@27
z6|Gby1Fk-ML}ilB=hYTP4IB?eTXr$x8toqx6f)_Z72@o&$$fRQep8*-P%4e@wPK4f
z8O86~l-o|cI&Qk!dP8`7t^rphcO-#lcK)MlZ-Pd>7|xrQ`-XVpOnQp6nU*PxZYCTa
z2>F6ll{K=vKh{-wUv4r4Q%x2#`C$8&l)jU6#&f?9_@r(ZLg6(ilJq4mxL`aY^AZbL
z6Z<Cgb?5tf>05sn{&1b#u3I2~NQ_wB!NIq1U^~?e-`?8|Iu+I)4dG&P{qPKYOkl@o
zM41i@JcB%!`Fj4&fL*6&!O<_!bb38N$FE2$X1A})jYS0OJ$;=s2FoSQM<oY7HU@&0
z7{Cp#K`M80mLlI=c0>Yx6tgWpprKcOW5;}i_9r7itZq6y{Tm`wKCbK8b?ex^gL+jP
zA2-%;jH%UQ(PmMcU$tU`E)Ot3M}ykQRXH@m1?65*%FtB<PP2%E(u*rO*>>Fxz(_=%
zR~@-h@HDLwHqSmFHU|f#75IG<|M@As$U5|}+S;+d3f;)(bb7F=8qzxD)I=iBY>|Q4
z(g897Hz45_SR8fi%7ec#qrLQXaNDaod3Y>kBSw_ZeYBLN=8b@SBLy!he*_c|#{*UD
z@RZc)8f8F;Yo&C9Aq3PALp{?7aKJproJ(rc`QNWhJ8~`|I%`wbpjqp9yVhs98&x;L
z(g;5dF|}`S_4PRu@>9uc*u!8|(kX!B96G`1u3q1FA-2{Lv@*KpHxd+Fdtr*S+Uqn<
zd^j64P&TJfMvl886;6KhEZO}e2zKkxKOdwMTCXaTzZR5}ja8%EgP|<-%@Bz(j82-`
z#Hp#u4};(e7<|fqgj3-8d2x{r)0QKr(M(<RAWqEN9CZZg;I9aoEAJ}RG8=Vyolj~p
ziUDCXJSCfj&zlvCC)8ehIK1l7oi;zUSc8dMxwYZaDMV4pe5R^UUY<{WStc#tRI~*i
zsOBQAx*vhmu1I`rZg{Ro8$K5^JFe9Z%+-KIk?fve?UytCIilu^R*r-`$u~QVc;a}z
z!HsuMW?YM&EJI4hNbXke-6dLJ-}vX#CdED{v6_)}{C3I8PaX21^7BOMh&nEso+4Ow
zcz}F*3+uR#sRXVS#r5KC5k!~Aw52vXPT&N}YK`6rhN>XR-QwkoH~!&R`5apoNgS`+
zMmN)reGW*lagD)~*%PA#wi<wRdx+R=zE9dqBEoNyJ0(4Y?n99fR6he7gN0d8P<43b
zgLMq=GF+40$l^DT+Ji3cj$hdChKOK&^a2L=go0R%ZUE)v*2v+fn8PB3+}!h<x_%l$
zp)mXN+M`k{wUvb9+2Qv#`q}%eKXwp&x6hDvHWm(B;r+IC-yJY&-n19y9rt&NVdx>#
zvX9abgEZf6_<};@T`Og@G^E(-i@9X<e#_-BGSJ0==n#eFQP7I6tPG1XeH+N7o!>J9
zX9j}Xg+FnF{Vaa1x1(TwC#e6s!%j-hO|4p**Cfgm8g(Q9MGNI1?Yb*8hDk0`H10X*
zgGu~qL;7#zl+k#J?~I)M0&g$R(1ao~(QHXP@0GL)nt>_e)Kq8Wd_VVT(<M;<%|h+-
zeT>!gJ(1k{p4Z}u8DdwmA41FtEXur_jkm(6JRRCBVv~V_zN1Fk!VLOw7A)B;WOd;}
z)k*v3tTUjfK;e5zx!)SJ*s`hLp7J|(lghm6{O0PwDGbzL@Ha1vTzga~_v4pGE})-R
zGDY5nnYI}NQsO9A#FuIgdi_^W)R;INzpFeeM3zu%;VK~EyAk)5CLcT0PPBXo4(azy
zb?|nGL%*{vC+xr9PKYi5kW?>@jsCZS^?lpm=6Itu1>E2s^h?gB7)JW9irmMjaQ%)$
z^jc}qyyYZCmYj&arL8}VTyDc8{|e95KonmHw6}p>&+%S=MoSZE@Nic&FJY<>eVJ9y
zOY&A4HXv=aj5aKuHnkA0rFbTf{*GD0-UA!E{8N^Gh<Ek7&t-FPjZk?M6`$`Oai4BW
zY*B(;_bSyqpqZb<R+*F9<M^3|5Jg{1G9A+YEXgaee>8W^LnI+ql6^tsvu%Y~5ZgzE
zHB6KnvV4)m`i<jsVN^{rW(E`*VMJ*QV!Y_1vszO@LfWYjlDEVDhd=$-bnSnw$?;#S
z?w^0f)R+c41{)XojSJ|!a+Wb0^>UJ;;O@r^e{)j-!>hP@J4i;Tldk2<Qfn-cl1M3d
z8zf5oYn|Hx-Q_Ddm$w4b=HJ|;nN7;RqXw%^>L*8sC#)F$XBDnP2nsBg0tj|JmDv6H
z`6;Ka3$E!P)uu>Q=En_I)dRq})D{rSG4B=!2QOm)3ZVUwBm-;cT_JS-Dn7PTSJcm5
z4dA7-wxxccczXpDEQhhs>4rJ)T+~K$<m&cXhH%lV*&=6Ex4`*W)iCU4E&fB_>@NKq
zEZZ-!ot*f~m}&5b@7|Pu-@%^7nkV$aGda@rTf~Np21dcoa`rkEgIT7Q2oK~5u&wMu
z(g-e`he!9&(oz;L)eQnFg|dr;rVCZj<a)X|Rcl&Uf2`uzsxZuQ94e({;=!Gy@NM?q
zx?dvcmij|?eX(`qyj?L|+Zl~{1(jTo%EhW(PSA!5Z-lBE2qswHZq4)>c<i*A?)I|I
znoeF*F_g)SHnbcghpc4wM6{T~P)gzUoG0C^VXLv<q)gI6VaW<8A8=+fS?c}`%4DS)
z^~B3dcT3gF?6N#Vpe#e^Ht^5Setr!23EN9~py-L2yOr10U?MP^LF|r*xmry{p1SiX
z!he1~;K_l)qvlNivX0u02ykP>p-r&1nP+~_1_DaogQx5du40!l2E!ZJ`_RsfRhf$e
zbwM)$>V0qb%6SLnxls-hXX}#csF*UoAN<BJyj3dwU|H3?|CiGakxT%uL5@B74eqi4
z3jfgdb}<|EW8>VRv0uVOPxZQCrfj-935{MAQBjF!#<vi)_Xhwe79p>hq(InBnPUDP
zkav}(2I6`)#`#w>3L8>2I7l5}F1J9Os{{RL8X&YL-%%)fD|sgijZT<Q;R((f<-9<P
zHS?{~5p|U99UD8UlN<2Xb;Qpwok#Z0SX;vC-k`axMD!y64PG97%*WNTqFLzRO5RQN
zNDrSElQf2JqSS0$jMtg_YW!}B`}(56SrnGZUx_qgf+=8Wmf9ru@$h4(*gi?E+A4Y^
zZN{ylM35Ktxnkp;{3!C|pHH84e>j4fKjJIsy55cmdfv;gJ9@c(mzuptdL%+|6vI}X
zUkmb?=Kk65a<w6m<C0$|n9nvc7Xko728eEvG!D<HP3u|rI8|v$ZxVf3ZHYL?DMT!3
zufEDp?=-K4Y<zyagJ7dn7dex8BNO;Sj6q-3O+imK-&7MHX7$o*(Np<VC3x`Rvk^T+
z!_T7ebVu4x(K`-FIRO_v8a0?C@+@A=&jI5s^-Gw<Y}4P_c9%($wNa{+=`1-90dWf2
zA-OoD@54R_V|Y5bw@$zV`oUvvZt8mPcJN^<b*>@4Ek&Hk+dk&AZ|6(cP0@bZ@jpNH
zrDp)G!U4gZ=xG(l3%w!Ot>a?{Mk;Obs0?2GK?G;as|Lp`n-!wT+#fjjY|3>%pHrcZ
zHN|5>4<CH`3}v6>=#NootAJ*M_jUdfQq%7lq`h$#EC(bf+vP2q4=!r*1t~&_m}4nj
zg`v0WrleTL)Eic1aWpH~wok3<mp1*dG{`ICS}*GF8b|XK=!|rJ_aOg`&bO&kzn922
z$S-oGm`+<GYj!B;u5LIXBaKEFP=#w-_&>?WHD*1(gG`XZKHz%NNfOL^J$`dAq~UYD
z6g=5utMA)JNTusFd|q*j8EVIr$wix^^Uo|6cNtyqu{^2@fYIW?XmF8Q->D6=q_GkY
zW47vkDh|f<xK+?v^Aga$=-*U=uMFa3^Zh6R5Hj6pugOa3pPpItuJFX0eVC;2vcM6}
zt10$_zlMgX22&3+I{CWk>{XggiAHSZdqPjtg$5nA_G}crMdcQ{#K~{acD5P22gg*_
zlgyimksUmUf=EH*$I^pyw%&Ww{Cn}ERCq%e44u}?mA(!kE2@twwJ?8LES{3d|CcLf
zD|57=vBzQ7G66Mj#KdHsMEtXCW3}&}h}zKsYxye5e}1Ykle;K=AyLpzN8DgLJ}wtK
ziYvqTd&}P9Rd1?41O1{`gSxWaB_e&juGU<1SZ>25aJ0^o_X>iWffb=wVa~9YME#<x
zMk@R!5=}y;ymkKyu2pF}|7*$$CWVn}Gl7)&7|9a_>2tt*hHVEfas}<}m_hZB%6@$e
z+CF2=95&wc{h@OYVZ>_{sV|+7HjOxsA;$Qce(@f^8vYB86)#|uIrr3BqoHAKGyptx
zqyj{qXUQ<m(t{$20eKy(23{nG+VcPzCjkt2&7k=|KT-9?Ov{0U0I!qlQLryXG%=t1
z$$vDq1TC@gx`%ueqy=!^Vjf?$Uipf#T#sI0-<e!*FtFqK?r7xJ+EHhytyr|E4p@`K
zO&tdN```uk$sY-8J<VVDDhEus1}IU%G)m)X=drVBi8K%};#v|pU?^8)GGLs<dv)p_
z&mX8}M!9B}kXCQTzp1nQD}!Ac`Ll`GQ>b}hF{`9<*MfA42UAB%(d7%O>J@b*Vz(@5
zW*#%={!OrTCKdl+6g5->e$@?=!CYZbZ&eU?2XgD;D<hN7aaS-|h%Q)eVyG|{t<yHu
zPzW?ZZt_d22Lwrg&D$P7`BEK|vdYqWkqix;rwW#1-z$>5VtPIpkr}YX9HWJ~bL?-m
zMzikjHVG?n6yUUVv*-3rWxe^?KZxLo5)ZI<m*A%l5CMBmyo2rt`bBO&atF{d)9G%v
z^HwMiyY!AS?12=9<3{|muVGJ{LHcNg^y-{0g26d~B!lDaE1e+vo*S*o+Y;xcjH8I?
zUDFcGq?o(|gGG<R)Vv<?VUlk;xTfzc`zx+R2qcA*p2ZtgnQJ#Av}|L5G%SHxXulF>
z#mgi5cBnBo9l$LhdQG#!<#~zOeNjKT7_CP$&~~)$dz*~679F_Rs~Vmh&XJU30CZo|
zxJ`P~|G_E<^2*2OtfXHYU%?aS>VLL-!-bxN>|003)0~FicN&@3#G-}sL<xe=F+Sdx
zbD1%JZB1#ZVrZjR_2rbVtiaLzM@aouyb<BeY~$9hr0ye;#O)o@&33ozi}(0eTife@
z=q?u+p{JZ9j?&PAlog>NVa<;RA;i#X$E8(aBIN@`fem@Y2gCBfr8y|n_WG~$l|<jH
zVD)f4X$x30pg;4TXfsm%{PX%}2y|A`r-X;9?uU=~aw2ISd^FfB{*EPAO%TuR-&i=M
z{z0actY5#0I%8Re5!fD%4l%c?t2aCYGx*2b3v$rTdA1JCf3%7EiLHM5z;-P$y3l%*
z!|7ZhlaqVQxRiPnqzi;_hK?4B!|bx}HnO0|a3db*UC);UO?#AL&?yXNeO+?jz8MZx
zoYYD>f{jG4qt_h0op~s|6JP6sEU}w@Tq1khzVeAZJ!YoXC9$L3sM$NYk(P_)H=B1_
z77C)R*&5H&ObS0Dp+>Z*3P9!tqD1a&qL%C~Pp;dn-hxTmn_M@whBtYr7Lq_6%=iJB
zQ`M%#s=&IC(simj`s<}D^o@^PJmmrlhXRP^K`@5&XNon45lO>V2{UIQ6lM)7DgD9@
zuI7(uYdrpX%wwo!q(2g^;HEBCC#Ysjp=Kd6u}g?vH{0m89bWgQTwK;4BmJg9lGuif
z$yI_=zSH;}u@l&ef>-JH_upMXR^Ja~`%WzfkYyK@vb9)6ALDt~iW;Z~gK?a*_0$_l
zKz|zvwZUUj(T1X(JqPI=v6KdFrZ^>R-Eh0=(jDxO&9Ek3u}#mgeb9GyUQ@b|4A3I-
z3(OcVavoTtRDKt@r&{}Uzyye9BD>u@c@(zNH*<9OJg8+JvwDY40m6T>)P-p&oo~xM
z#>js(_1)m`O)^D7>BEdL+rlyuL5e7c*Gg-<_9IB`r1S-0=2FEzj2Ze1>?ON67KNCZ
z`Iz8BBF!5ImR1X)=Ew#{zhXY)f45rrzYYL2!D|~gi#ZoHMd!CVA8!T^DsM~3wG9u?
zy~(>8uH=EFI*+|YG6ueL*4<7|StO`jC+i`mwX+K#mblGORh5gbTGM~h{^^2t3H*cg
zh3FM#%I^Nf7VkS@Ih&X|S$Jk-M4H|bH9i_;%X{G!P29lN(|yOm5GQaNOH%M@8M#c@
z|Kduab7>g>X={{`%M|-KEA~MDkb>>hB6G?noYX0u>+&lNx6LB=gZyb-TSPvq+vHhJ
z@kW6OCZ4cO@LTpFYN*G72|s6x{QPl*@w*}QzJ|dtbWeMVWxc?Il)^m6H9Kf`%_8`6
z064MqdW-cxtm|&^5O_?bX60sy7pbz^L8$ZpB=zzxFc-=5^Z}{pN7R*^UC0x}4!7e?
zG@}QtLAa>HeZ8O4f)}kAXT{9yQ4C*!j|SWSo@7I7`dUktbHOqKA=x^{L@h{D5BE=}
zOxsGz@_!hO{8hY1c>Bq_YjrbxA`@9vNt427C5q>zGO?cV4-q_4+#JoVZYAnDy*#`r
zLT9eb?e3b3`S;4aZJD7OpOGAOryek$_&)vxV36KVP_9Q#Aa1@UyVK%c5(bqA%b-c(
zHYb4{=X;QvTOF6SWc6gs<E_@KXKNVpf!AQ&uRiXpZfuE&Z@nJ^__#~#gwlxWxw@DZ
zznlgV2cHqWBkvwSXk<PLY$dXII!Ty&Fw|sU>OS-mEpAaWW`-=VXxJ0sIKBNTLpQHG
z=NgTM^y8jGes1F&fvVIVn5)ngU2YOOt?Mo0E<c8gBEW<~#qPX2(XzA9?y0@34vvj#
z#eoT{?QD3aV}!&5g_c0YihG7|GUu9DziI<87#N2qQ^ZE><H{cqOKmnUCkInjwGFfI
zp`Hv=DffuQVtj;Y#{t3nXsmAY%uxB}3p5z+6NFED#AY9yU^Sm(8^r}xXdBM0diDh|
zUvuAq-m|TkW()gBBqPgb=@z+4s!oKwXAwiZ$UeEp=L8;Zq`#@mwKtLaK#OOo|C_KO
z3?L$nU6CXF-RnZw{57k@_0+)|<3r%XrKm-To6y@NijxmnMvv<-L7sk}GPA6w|MSz;
z{?}D?wIS%540N@)r3F-fK!z8b0UYD6`D{s|KB2<kcF=1tFTUqIU*MTbcaogz)zvpU
zi(DsvuH>qk(@W4qUx}PFPKch%vf|oL;&hJSmY^8$KoWf*Vg~je)3Mq8=Q`E~DOPfl
z<HzF!WPA7XxmpzcF|{m|m<i3$$z89<PEY^pS#tLZtcd-ltF}-aLsr<(Rb3iwNG}}y
z8$0tZjuJ4Yml+03V!v3SB4|b-G}0OAG>T6zeYrG?vx=jfEDcF37%Cvxl(52T-$b<9
zV!tgT65N~ZQygl<Hy|%7$&<ph6d(zh5yD^vO&>*M-PwDjPzwe{wXP0bZGkv4Q9%|s
zjkYN0O*m!kITx+?;O^N2=&bD{0L#(PQZ(SDE1wV6AZ#0pLUVAY)H&(e<{k_s{R&gE
zkF#C-EZKX$gJyLqP4hDt8T;3mn;qtl4-1P7wB@OlZ~|dNKV@8`{L;ta(YKDF1V-Mq
zFpghfIBdv9Jb*w2@ULrQH<jJ$?k*X{9<aGqbc**RT}*Ygo2`X*V?4gZY}u#lW$Cf?
zxu?eJ`u!>b?6^eP!Q!u8n{Msj%UP9}7BAfKW}a9-9v(aQ8xW80-_@tdF2zic=_CBU
zR7(1r);opqR|<+e+HytabZH*W0NC9tG&jhwKSf=uXXzUT$LBtFjNEg8bmaV+9i@8r
zAt4=NzXudI^YzA;yq{eTJhX2@VXH%l(UGL%5dn>(2Ghk4Q3&S)-F6b6<FcqVD|?2}
z=nI{5R?3gUOrYd+n|%h3Yn&NlsCJ1JX0%$!dm;kF$2aNtjr59v!g7K4pu~z}W%hjg
zY~q>UQs5NBHaxTG5OAGXe7^jljE@7>PnxNW<G6Yp<q^^Yq#W(gWnx2)2U);;KGnlN
zpSS#yF5puP`H<kiP$u%69b@tL)8ht(ih#L#3F?;n|HKYjvYsM*l2o)ZtrD?1pi}D0
z0>kkL=1K@G4YH9B?&yl}zK#IooOI>`D>XZ7+V%*gMfFhj$a=ZCRUz`l8oeDB{RyN1
zCJ-oYS#rtsGKft3L^YWqjxqYT;hV~Gk8YH(w!V!_Ow9f}rwuvu8(5L*OpazZJ8#_j
zM3nyG^;6O0c1ks?Eq=|#HQPqzcvn9GqSLI@TEX->^s=;CE8eW4skDN=xk**sS<Bf6
zYEo?b|B3d~5>mUQ(^h4hl6y!@VwsGlFpw9*uANW=q64m(!c^_>`1_I^x3e<s>A(^4
zAW(e&Ycm~V9LWCJqNWPe6+9$+J#q%SoWB@9MV4#!<T>e^{!#`c2ne4<eR1ZdMNhSB
zQvP@Rl|^o8oyqQdzVk?Bg9kw3X?k-e-#mB2A0t}AQ9k*XEY-}Hd~99hMa~ORm`O|$
z0!Ur{i}<^jqy39T3kkM}#*FzoazF|7l0F}k94)MSu-SJx0Dz^U;<5Df+XLZ494=SZ
z<||FBcRD$8#k0E1TsZp~LW4PhN{H|{)b@_V)LjMA)z!=V9C5gw%6ym9*R6TqHyJJT
zd9=u-w%E0)x}3522-oP*53}q9<U2FO-@1K~=w<afE@Dly&2j{8gHam{mse6l`BX58
zCF*Yzq_LcCnh;)zo)4YIoQ^z20T^#P9b$r(d1%poSN4|-|9ARugF>bt^kbv%w6V5&
z7R}5;B_32;+zAw(BvJ`-&Z5XYWD}b5Hl#BXy806)0JMoi6Dqp=_(%cn`y>j^Jy}K#
z4CzlcGif~#5RPZ^B5*bT%F<(yRsHiLXJm+_4ecvQ+HRncziA7W0~DIadz-1%!Xd>$
zUaCD@`6vSG(!lyur7#M;zg9<IG)zW=wvot6DvEe)q}Ry6Zn5qZ4fXQP4x>Qsff9wY
z@y9I%_?i%nmP*8_-3JYbpMX%tQ_&kZPvvC^Qd)=Hk43B(xa?2CgbTIRq_aa<&{r~q
z78F57E-LtB*RdHlaPaHuY7936f4{SyN~6W)rtKl+_)Yg;j5d1lJ*655OmfD8v#*pY
z59`v5giz*Ms4_Y+)NR{$Q!BVF-=&dr?qCW*1g;*4@&2=fk$Z32D3-4w#m)x9>TJz|
z>Byj&h6vB97>3Pxcy{vxpvjKb4-;_|lZasuo$78=QZi{~ILN)swzy}u(RJE=<ST1p
z82Jpn=EfJ^g}(NEVOzK5Hzm&j=X18|Yj|7aTMl~a6#IxJU=;`GlK*Bk@Ic)RpGob)
zhuoz6=CAc2NvDwcdN5QSXq3@-jul|GVtl25#A(|T;~ks2rA=~|XM{RFum_#Z85|u1
zIe4%$8ua*qob3W5v6jU`n@vY8MbLe~X1}N4^>uWeaDc17>H`T<d&GT^kWT{iz$5~+
zFP@+Jy(nyUe`fQvS^7p9o*40PCL$-hFT$sa#IRBW+t%G4mp9SZ($pq5U913{OcrY%
z7A2V2eheI$x8!T1mw{q?#nD@_E5bM}SXpj!p1YfQVm6lBB+}>jmANz;e2jbsjw%(D
z<p}r|lc5vwdEbe#oyo-xE~4J7nY@;X65-v5$Tc*vi@V%$Cy4akQub<=MyDv;Os!cN
z`whHr6yE4;1Ou~?jLe)7lcZ!=V6AZ=F=T1VpHn3aLuClu?&P~joLF0gzrBeTP7&KP
zyCSEeuknQ>Kp?<ByM-KysB_p?V+2>liyYh-jI;lHlMVlGKIhh-BG$;Pb5n7THmo-4
zZJLr~?ZUV^-W6Z6dv)ky>N}lyBWd}z?6~7ig_LturKLaC@A>8|-u~w8y}SLy39s{B
zf07%Ob!FDyGHf;433`@zcDUPsft-Q|I+pova6Wc}$%vFJ%JXo^(3fnV7LZ(~#k!2%
z*K?|`1vBbEhxds+cozo@Y)t6~Bb+0W%`_D&$@gg!{M>iR$OW)Vx(y?<o$z4(ZX@hH
zv3d&GRB1xeaCo~8^Sx)Is}fMZ<J1Q?%m*cyoRKkqqtd|S2<$vHVFpk^7)^6-rc{!l
zZ?<xEyPWgKRF9#ml#>kxi!yI;yVzF~rrb=-OfOVC{yp0E^r3jg^iePI#bHw8?0&u&
zo97+0v#Z$p;b+iwEg*ME7}OBVzLCy@e1g8MHCi~O@!$^F4FJW5E?vKK=J}|k7U7TE
z1M;nApqLbaed{G`@BDzy`@TeE`guNy{-=}-@!rOXNh|i~>z$t)hIZ!YE?*5Et!gIS
zM{ONk{Um|dTb%k|;TX-tTPbw_gH!vQ8_D3nZjcu<-}hOPEY-eq>H<I7_by5%>OF$1
z1?0TH*+x?uvkgDjdnnwD4_544tRyn(N-QA!o_pM~x5jtm=yYYR{ogc+807+=ef!VJ
z4Nj0VdnSk=$XZsQU`-NxofGP4(q)87T;b4eur>MoTA(=KFCvn!W_!AQus|_CVG1kS
zC7zR{kvO}`UM&}GOSkF_(`uXZsHSvBy&f>e*(RO6jjk2jkGM+D9Wb7|hA}W;>cSYt
zxX@yh@~z`USVmFS)M9yfobQOX>Ujydx=er;Jhq(M7kDA>8ssMT0~@Qnmis9}X{x8N
z$j$5<yEb`b%{QgXuWxjI>GyDG2LC7yVki4m4Uj74_S||*-Y7t$LZ49Lom<O_0#pe^
zUbh9qOG>723wgL~OR=iuIG`fIFvuMXlaC)hk#%}GX3LWXyj-P(iiBfxlO?QGS}H2<
z!?#`HnRB~-sNW*hVzT-o6{IzCg;U2ij@b`D?(DgS!-CLl@%jE+oLC-`^E3FgsB#fD
zI|ZPc&R>%8q~$(z1E6VMUyR((kem5zatYK~xZ0|5k<8@w7z0@&S2FvqpZ(2@GbQ-b
zqsH2BJD(8zbq)5QV>aZ45U|?@4|}eDJGsf}AWo633{9eGD?P<6JWyOv9@qVCBvD8G
zQAQ2@L9^}2^9tiN*^)FnCeXd<`$o7-0(3t+t{^@lu;;M@f<d1fu3}T0Mc8IUj4~+}
zRvjB#lwVF~jk&va9Iri%l0<S$nIYlkF)4iYk-o$S^L}$9kk|ySPLJlJ)ILMX7dXyK
z&bMNMbL&h|9a}mOz|0u<69KexUP4gJM>>b3Gse0^zL#0(MAUJK0!!-=bH*)<@wYgL
z#B=>DOz~HSNM!^MX^2?+ABYDGj=q`t1#h_ClG#se(!i`UIV+L7V_2hH2T<gdA&;|`
zX2b-`k@<-Qrk_d<kak3>DENR$dmuV`(s>%$;b2z^nmjAOi~7Q{yS(7kBuVCGgBn}e
z<(gmG$;Ckq5~DsuxZt;MWasv9vmL+6IT!1#&$-CldzTuHC9hYb?-SG{NYL2l!FvX-
z2W+%Zoo)QIpRbX*)XtakBj~YKv!!ZdtGuVV?vL}f3;Ad>_~@eh9|Hs(iDPnG%WBR<
zW3g7&oQoy;1!;tb!T=EQ-W1KO;hfTbPsnN>@ZP0V<}vt*!`u_0*Ou|zWs*H@JBwPs
zZwm-H%nXKndC66@^Ks~IIrF|cFVBFvWs`5^L!={-Bp(iS)0hsd&9u~~FBY3Fj)Umw
z*URZfqL#%e7pWr#9;nBh?%S^eG|NECG?xw9&cf8?b@Yi=%jHzZjUPXHkq%SZ+jQ3%
z(Wc#&-c(^2f-dX@w3sDGW!%JAjgQcOb{v(01h#pnYQdAqg<I<PZGC+yW&CFye0VPS
zBQ7uR811_^v<LDMR5hpnb~apQJTSbBiw=XMa3qo5Y+<UMeah)({9W`=(iAUz5snMp
z${nFOzeO6|d6x+aowSWbYtkuUtdin}612Rr7PYnN+ku53FL79wZ}1&5BiZ;Js6`I~
z%pp>_)48Jy?|$I1ei=;W*z2~yCmRO!YtN`>omgQ)L(b0V7h?2S3NZT_POU_2Z;uqv
zj)=Onr6C++yeh@6ZZKrMA%WJ7iheO8WstaUk3jSewH$f-XPp|2_`Bht4WGT}2{af>
zm&Zn(J<y|C^ip)06=K|$DN$@(q4Y}Mc))vgACP-z@Qyc9Ky9VlkwWNx1hia2^kN-|
zWmN4ldoxQwel95+lt>NFdtmzQDV#~@lo|xCjvwGp!!lXc{)J$-S}sz*SQ?_Yj`wN_
z+k4kCXIbgwNZxqNjl1dqYHh(JR~BPla9P*-7cD^Mp&A0#teF`2M(gah<_cyL)U!7K
zE7Y87zZORR>7sCJcR3FWXZZ#D-T|r;uPk*ymeLc6{&#vnr9<VIb|0S(e{^D6tiAEn
zBn@=VJ;?3A<bY!qe5E-UVHGnSd8sK{OBw*p$vRHESLZu-9Q;i))koYrdru-HPs(uu
z-)0|pe(IIw2@9nW-DMY^+)jxR{_1y{*dc3WoiCia|BG}zUMe(_e*gI8K}YA^9Y#!`
zbkBN7X-bd<K=o_`x$+CVLp@>^Bj#WGD}QZZ%HQC>GZOH5cD<KnKh7v0^7TKJ$Dc|@
zSKm$@0fpVP-iab7Bf#Uo9FI_DI9Oo~G7-B#IJPUsXv95Y?VoZRb7`9d)IybsU{0qA
zaJaRog4oaBONT_`>)i@2Y%@uzRepp?fGJul$_iNTLX$!yS-e&)EjC^+|L9O`#U*4>
z6b3@@h7^~fLtIpw?=NG0JJ4h1_;?`49Lk9c8<%vNyv=c_lHPn;YkH%)Dmi+e4pvtl
zj+m@W4k5xdfdvnvU-UH%70S49WX!CWSFeT-CY$(Y1T$lyjcgC`9^j2OnR{9F2W9({
z;^%g&1P@kpc1MoH`G@8cpAxU&_e(nfG7MH<1h$7s0AijSaYZ{;i?%5|^1BW_1xkV5
z1L^R|ev)*1v+BXR>H!tRjdb2!XLU#u<TqkV=zIvxM~~%g90xCyb>Y<bCCpZdlGKl;
zTirMoffZZNU@AzLD&wx)A6vD{#xRSt#GnE;iUg(6w4p|n*4H|(Z#SI=Lfw2_YQ7BM
zyz)I7K0kUkY*l)ukLlY1FnYCkQ>H%h<Hk@~f5Hj<LMt5u(r-v3l)Bg&3uYvB){1x#
z71R$S;72cy#t%G9a3!Px^;VdPtkK!zAbXqgnjds)mYB|r7T01=9f~1<%2mdVdljSb
zJ@jh(QnL#IIPx-LU?r`VFBKpMCL3E;H%7ghg(R1O>Y#e$Unr?~hR7sKe&!FR&7aXQ
z`GT~5o({Nj0a819D$7!g_?F?~NBhH^&I8S@xwjDICc1$HH%m4c*H0Fb@-KERczs^d
zhVfF_k@xpUk7{L`+k^;dR*2ce5}u=(Zb0l;OG_cRHP`T4Su$UhM$@VT*lLbt5&BR5
zAc^-L%^A@cYk#P^JZeTfau`ONSc<b<$hmQGNBSiUbXS_r)wqqS^dw$t2m<;4K~nR7
zN%D)oc)iL9e9`&hHd6Vw^FrNkh%(z$xHue|Ld*Z>r+<bgFzRJ~R3~ZC9}{24|53dj
zxSjNjc~<iC_D;JYRIuLE$H)Zlt0uYv?};!oudigeb<9H=qTjPOd7cLc^PWunb-UD+
ze){N0)6CpYf#w)j&f40gwch5w=F7Y*Y2=|`&U@xJ#BaDu!I9J0J%ZhxjsqK($xxN-
zRU__UTBZU6q>x)_0z_WMl&llK2jkl0ALIJzb91x!eDO&^&m86na{q@8v!Zx!+1wt|
z?zf9@Jh{vA9tuiECmCvqH!k5R#ZxD6uZ)k^L(-!5b^N9RbVc~~_rcI9uN=Q{1zeJA
zK-us$fGY3mbCV1qs(}za{0_gJ=cDY-0UGb@)!c8dT^9x~F0hBYr{*8-9nt=mS=l*>
zsuL!~_u%!Iq6d+VCopZ9^-8Uxhx1kWMo+Wb>>H{hb+z4_jFC@@voyiH5I9Jg37JO`
z&wO5F2VNOhts$HjdGWAA8)gb^?rP-&nlkTP7aQ=i&z#$zwVl3@G=??ConPb?Z;sa;
zeUHa%acI4MlIpTLR!6+Urhk)*b(duyck>%m@TZ;OcqyRn1^vQQMvq^c3pc0WfldU-
znKJ#>@S1wYjW+}YXOcKPbXNR41ie>aG~JLjEo(@z$;w!PT9zAYo{gxt6J`gCh-FX*
zxhnw{L0h=zhjzs0z5GYW04@}b!Z0KUJJQr7)p4{H#N<!-$tqMlhrG|PWl@<;-2YCV
ze3ci8l;u=zKmX$j84y>wsxi}`XJGV0U+(9{C(|Bs3)8J~nr1qTi&ghlz08N>=Qc4s
zu_<Yt(7E)vWX4^Wg@~>5op!TtA?zCZR_cMa)w{u~;x_QZ!Bh(`@&FG-X<$l1RPDT*
z*GqzHfr386;5AjE%PMFz;Xlzxn-~9Cb(EJWuFgpWxNq&RcuwGX`B|9Jo;krMA2PY=
znLl@tDw2q^eX-&{1<P*a$76PEbljtgeV~nZcW@Y=agszAN<bmM$^<;sMM}J@+oRaS
z7NwF}=mC$ef^%T46|hW}9eQ;M-P859dwQaO!5T)Zi!YyxAZdxpcQ9Zs7-)`)LSW;&
zj!&Olx`MWYZwjg`G4UR?F_&VRe=II!BA<Z4cyMnYMLeD<aZ2C1LI;aDodwyjOeF_v
zYXqMM<C?E?7&cXz*J_Ubd=Hv?b%5v9nL;r?$|Y*ez9$Z!wyx?_+aRK)M|t{4HI~cN
z_NPV87&!@Mz@Xk_B-v`cAbR;WTQefj@_h0Q%s1dDB%gR7j>Ff9vH|7|(reHRx-A<0
zfG_fGX39Wbe(7OpR>-oYe`MTDhSn^1S|pOr2u&o99-axB&RU7f^x3%E&H;iXFs%?w
zmqp)P4Zb+I9;ElJ&&j{WF7Nh<po$=!EeefynI(J9k#9U=0-yIVR3jLOKhNdZ9Zf^I
zRw!*0^KnE?Y0e}&ww4`m@n%Iqf}-|`Lx}^*qsEd>BOyOes?P;h;h^7HeGUnqZu6Yk
z+AaFePvPzJsDsXeVmo$QbDr|MaM2KNpwxmjA`FhyH4<UiQc5W}Xj#85w&od6u?C#!
z9#`hqh0t+SreK4W=bGZ2G97pSQ*M8;Y=%ofl<dbg2EA<u%B|}lj(aHFl337I<x5dk
ze>JecT_Omd`<`mNdL_3?vVE44I>nBA=o1Yv*wmr2*lD@s0GsN%_(HmvxJ3dAeV{x)
z7LGpqh8W{9B>cUwd=)z_GttOu7+PiLNg%<)!`$`mQ|N>Vc(w;%(SA*EA>TnoO<b&=
znKxd!3H)WSYW+HdpCha(f0Ys&s~llfwr0{!jqXo;l<yeTSAtiQwn0KHOsBZv<$5$c
zh6g-`&NXU(GRQ)JSNOooDaI%NHJOL+LbQPiNT4S`Mk8j6cAXXZ*xN7vp1v`VL_6p8
zakN8a;FInV0Of<F-oYPVwUwMOs?6%aI7O^a=y2ODBMk#96Mx~N!37!&FceeT5;bB!
zZ>$G;+LwtNz?cB+dVz&nv=oKj9cjeQ>(GyeF)7SC(h8m;UaLQPWe#oFc^f@y2e72U
z@Tv|$$=R$f{^PO|k<7r9M&5Y`@kdRE4wm5Z2HGCrGyZ!b9CWXr>;`c{W&;CbOU^1E
z1H~k>x6lxJ#(GTdDFgXxC>G9>0bPG&r|Ldi)8^6ctN~umPXCl{RJvj2Y{!8{xUiQ#
zI|7#&UV4<*<K6tFxWJAg8s}rk(v~8*n}mle?Y!vT)h#30+u3_zSx5K8)*ZbweN-=S
z^>0$^Agrd%P2i8qYhqvZ-dPI#C~=9{<|s4id=>UO-_dX{R;D{xOGF&UcavCV;^Y1s
z#u(G%jpq~&fDeVE<eper2`O+|4g6<QSYV!ro)}76#ZXVOz|I!N=K2PF936M|zo^k&
zD;3P<j1uK7<sK~xNxFhK^OWYO?)fY&W)3EMKLAT<;I##V4^`rxWg=;t-(UH!Gl7nv
zUVGA2oa+Ml`DeH)ohM?=W_K9==O^LK%!Pc9=d+#p7VmXO(90GSoGrEuu{6taMuETe
zlja^Icyw$g6JjKUx@tF4L7M`i)Ivm0H0+oYAn<J+Ww7Q&X!F<6L+k%=Z7MCWpOWr^
z;%^H_ZL_GuHC6$^94oapaSMJyjOKu^`t^^drAVZWt*sm6q8dI$+~XE;ooCgzJ);L7
zua6L$Sh<DX92Z`wGK$#l4Y*x#79h~SMgRWTysx}~QVDGzm3*PXqk-WcavxSQdar*e
zO+6MyTn6*9*(fe1-`!GW)He7|bZ~>;Au$IFWmk~aC~3L6tB(@^=*;t?pO83g%X~l9
z=rvgwbs$8zr_Xffbm}A_!LCU4X?2kBB|+;m6?Y{=HOI>j;N6sQY3fXW;k%ewArDF7
zw*hyXp}z_#GLIH7J~vL5NQg!uNm}A(-5+t!gkg)S6v4l==ur!#FF56|4qYlA$ekMj
zB{Zi9trjNlNrBUz(P_{JOs}Po)&iyTEg?l#)76;p?ac;%6bwQ`-_28iD$zRqO8H=j
zjOj}QMDl(nwJV|*&4|g{%-Z~k?iOdLcR~~guD`8((@xW%V*ySZ9#5!(Se4x!=pXvm
zsFc_<D41e~itvDk&9-ORMhBm39(72J!K$a3YW5>w)Qu!b8xelNgr}jck#c)x2|4#W
z^Z%)+Vld{#Sr(aa%BJ%UG|N4{cbw=Poa^9Bf4Q#P6l5p2RlsP@czdKfcPTw-k)H+%
z4w)|ag3?jIvL|D7%s}&^2VjuvwVwxsFFCLNj>&c2eH)OPQaQF<EYf)TiFpaz@S*3&
z5sPW_n2VK(A(o8!i<49J%Y7A;dv8ph&#jduP*Jjy6TL<D7fV^1&#_*R;r?51#Fs!}
zSdVyF+lgMgUXo{ZE5Kx68T6@C3%|&}8mREvCNxri?fL(cCH^1WjKfbOM(!0ETw@|t
zroZSX?41H7zqg0q`^7-YyAvsvU<(c}!!*hSwS;pmUB<q(hYy#-95ZMty;=77ROQRa
zT}mk)0ZKgy_zxHE>lxe0%Wof#KP^^J$F1_8_++<{)4ZQ^zT-;3NC2MF4Lx!{%+4-g
zZ*O(}E;waim6#LiyA|Z~H1nJeXPBS&!c2~o@blO}HG{oO>5j-d^)dU22waRo(pMYx
zcFk?!QCrKMD`MmG7pd;!!;J@n--VxN5hO>jjnXNwG04y1In!+V)|q2h5^|+D%bJL>
zN#=ct%?G!L$3bC?v*efI6XPy_X`=>Us<53cB(1K{&#sTeTAe$U)8U*BU)b~@H6_N4
zDm}z0<=Xg8MZ1{3(9t-J2@l9`3)L3i-O{19%E%u+8UISdw7_XCCnhI-N>Tau_0@2C
zEy0(eM8xgvlbExqw53sAQoihEo>zdc(X-h7?<1#Dq~!5HVB$ABA{Alqa$RSVhMx2i
z+%4Zr<SGY)8q}Q)vMLylPK0#s_|H$}7gXH^Q}{>m5`<~p%}qOuMOETXyV?ohC}fI#
z3hmMH8M=i#I+^8iiTXL;uzac1c^sgzwA+AzGvdJEFM*H5^N|(yUIOd$EL;<bFwz<h
z8Ad+YcQ}^b!vzOVC-}i6p-Uk$5I7`LOGuu<sMKi9vNts@?xxIYB9tyGg6={*#2Qw-
zuDa#`8hMYbp+RE1sMbEtQ82?=(qN^>-MZx*az8qt&<fS;`46inkp&J<Nb35`stjWP
zAXGeVrgpOytE3)t!@|@$*=<=L8q)ETrY}MtKw2wl8J8_c<0HJ{4O8?Oy)=gN;)c`5
z)b!Jm+9*<(MC&sv{a%CWn80q?CeFT}c{P0Ca$hrFFOs5Gr%PtORRgF!&~oi>y$xiQ
z%n8NcbEW=LJMD&FBBGYKU45_Fp_NY$9DOe>GK>TMR1_`Hr)n23oPh>b6nCZ*mto&~
zlDn1cRWeb(d;8y10Msm5yl2lAYeE*_3p=zVmF6IqrneUi&^=U}|3X&SrJ}J<cZq$H
zfPk7j0;b77VLsXh?JgA!6sAz#b!#yXXDrH7J43|T=HPV0Vd0%}YO&t##`hzzF>{jQ
zhT3r;0z_<mhf#!@T;5061%+GI$La+i-0R_=(YlDTo&M!7u_{_u>I`)n8%afZN&%$5
zzwJX>pgxM;@?p31@Sqf9=mBYag;~J22GyE!R$$HUm|XWUe<hPt+AH4H7F~w=NegyP
zgK!U8<P%R8@Gd)>W)p0Z?Gn6=0Z#u}Nb-wdekE*Ui%0wjnxh8o=jxyHhERWxqv?O>
zaq~QqnzcIH&*TI%PrdM0T;yOjj90f$6*mJEWoSZ9@K#Eu<c)Nj^_1jW-_neoP>5bh
z_{n_ASpM}1y#J@94omItcZX}9dj>>yZh(MnB)y{Ti9v#gZ`>MA%_l{|8?_zn2oEmv
z0ZI@PyO&Zrg`-8q+frV(-XWEdH1-kD42321mVgEsLFbeJgx58SLPis_?()L-W~A1*
zWgdN|Hf^ke@;-j#%pIvHdI?YPczP`h9fVkh?Al&P&PiXdmAge>VpaV+WWqS{IqmP(
z{11DRw*qG1;-615CFC#6`9qdMIsNRohs5bKeIFJ8NI`g|vOE%3aG`kgLy1kU%cA3T
zL^&{iB^i#W(K3bbuedhiEG)YKes(+~Dl76TuI%Or;MH{6%%;g(#%u}#;63aRrM<L6
z_rJ~ehK~K?HUqp3_CP{r02pz4-zH8JFZLv-<@HZ;_j|8_F*ii;oO&5sp9Z4CwXx-q
z4c|$eUM+B50p<jPUxK~(MOERsXdgQ_q)<Z$akP}AF~xNa3Jnzv+`3DJYP4ai`W5$H
zBWXK~2Ocn%bUqv+gsqozcH6hM&Lc*3Hs^EQ9*3K>D5LT}Vz$Q`)OP4($*U(eotaOP
zHw56-YlRL2Vreq8%{lMX#zFLsCiKutckZ{cF;~l9V0pF{xCxI~@#IpND@Et2^Qg>a
z`<N3h5pk<}Z2_pbkIh)Ks#hE<Uv)sPA+*?oB>CT$G4gT#9)o$51=5J4=-a#B)E32z
zxK0urfgN#=MNFV|zx6#h1=>)9ah|ymjF!E7VUK6&yqn@Zrg14?Ly}3-hu)X(EzONz
zayCQjqSqb*H%Yf(hx_NX32nJJ(z20|sU=Ph6oMGKqdyGW?zs6<IUIPgQJT3jSjlY*
zNpZz+kaylCgVwt=yY}h_p?@DEemDZv128OzWHGz@tH<h9`qE6M0PN%j5@WW=<VW?!
zxVD2m;8I$mVnFOmurRnIm%!Oh%LWQ0E|V@5P4n7D`kOs{rKfF;zS0i%GH>*MBJ?E(
zMj*-M9pdugco2vUErdk>lNa06Eb>heNKbgQK%TZtjl%m{BIXQ@$p!T~@cm?qn9UY#
zEq6@wj{1RN)a`-HU6tHMlXJHdQ<}-}wHn-_%hfkMxIu)x@+H)37XMKo&dO6|qhRF=
zW@AtcM~4?1^v<ELG|pc+mEi%H1GU%Ybk0><{V0c{o->6&Jk=tBrVDI3$MDDPB771%
z`1Lf(DRqFyFp_xqa_#MYd|F=99aW!_%X1!sG)vvL5nitBU8NX5ubqB?;AE;pM-coy
zm@K+PvQZ!SH&JUxb7`Aprbsg6b(uRwj$eJ7G?NHklR)xlezO#B>nq85Y%<q8@CUVO
zL->l8k<xr3WhL75$+fCFj+Q7MJYxn)yfJiCe2%dozEG1p3X@eCKlajpD_<-hi!StO
zg?r30(K9_(eHgw9;9Sd!PZ#ZPmnzA%lvHiNmU7dD(Y9=jIHp$h=f2hO`f`L1SF@J1
zhJ~t2&}?u69xs+T_w4_$_ufHGukXI7%ia-DP+CNq4N$34lBK8t5u+d=eJLQ_C`AIK
zEDKG92q*|hBGN<zqzeQhU8F>MCxj|36-Xduo!8$!v(K4x=G@tL=H9*M&fLGm0AG@C
zdEe*xJfE^YO4YU+8(6J~bNS|fr@>p8QQ&-ujb_@m8vL{A;}ac45{}Wz#!(N4dA)1N
zX+S+N0elJf_pleFbH204fir+S@a|2kG`gjyw{U4XK$6PD^Wu<N`AlkS5#)QRaBAdV
z_!Ao<x?pD^sY2{$GBy@MdZAlbVt6RT(Hp}2{8we4#uEK=zP5qTzb!Ox8q8aDzGMgp
zAu#%yD*wUiq6O?^fG9T-H(=amIWhN?bcwadeSA{%rWUEbD@SC67a-Y~?~C92RTuu*
zbSvux&v{PdZu(vTVeW`1I72U8J}T<+E@_Q7OP*$n0)F#tdUnnWy<bN>CrHqY#2TC=
z%Y1QlwQ@i6Ri2M7B;IWB-11%gm}%Tt7j&+5>jTj0?;a7`quJh>C3{$soIjAekwYZM
zzO%_GTE|>)@=ds%@}I*f{@)x^AOxH=&P!%Yta+p5so=t-$%=uI?3=_51C28C#|wO=
zp&Gfv2aQW!^H~+0Q5`#4SldGl%dNr9i>Mq%?-9O#AaMRX%yVf95yoaB^Dp;HSM8)F
zVX0>u^i|tP?}Olj&&0`xdi0B5b_SQiep^4xqcKd&dJ)jH&PAdxOc|K(7Oh07FHcvP
zjd*6Z3fae7Wincu1<;l{1Kq?BUHziUeP{j+Fk5;|-diinv!s2iAwRQDy~8@ZpcEvX
znK<=aPT{E*<di#cDvqgJy=4B>pm?c(U@vn8XSZHE*8~c;h?fG#e8IJTEpOzW+A>;)
zB+57cvnp{Z7hIY9ro-;=EptIca8W6GfM6rC+q=GBrFq~D(*0@~dAV=cs0&i3A+abg
z!)ggT2-!7$5t(ncW@L8t*>|@3SkH8v1h!*d6+8_Ttq^!x-Qe(Q(Rg!BXd$z3CgB&p
zf@D5{+mGtFRYrN9$Y~QhH*RhyS)9}D;oOd>Pla90k4TT@mGOZ}Km0)gEq}+QFVeUO
zLuK0H>64Ilo&KtJ#;mE3dpV3tZsm5GZ~y9b`}{wf!mzjjOByiAeq3==aET?bd!eM6
z%2N_fRjxzZwo_^&e<LUOb$1g%$xG=s_Bi{?%rRu0Zcq|8<+XHkCebS(2!N9SnfBqo
zhUlL9S=UWot@LjQvFd-8Ju)aPnB{z@ijuG*S1NaGyY|8*R2T>c#q46XH0tQvJb9q4
zAzlZL@9qC_EI3}tKl5QQr<&x!H5H8rqAv1v5Yo~6^Mzim3OvT-U_tFb`Y)0Emu{|T
zwwrH`DE&@cu0p>eCkY_HL+M#lUds`iTPF%BKwbn*<KbBHFd2`t3)Uk2q8|0Ox9X*-
zt@#Qm-L6|s;#G548DJskdEwqqJI8GI%z-R29r0&-$(}}@g{tyLUd&l_P2tqEPp+P}
zN0j3#He;ehh>iK;H<Z+Ny`(+ipFe<Qr|tWa0+SH|<eZN3ltzCqePMZSwqYVt$<o%?
z-$j)^Hj!|^2ei@F0Cgc6891yt6pv2E%#v3MK!RUWjq1c)SnZKE-Pkgu_+qzC@}AZ;
z;njs!$yOa7PsPh&P|Qn9Jt}8ObZYOzAqT%vxQ<*Xk!d&*S^_ezx72kztn2#oHmD{X
z*!1Z~hd)1jB3xIbyo(ZT+)OLe%xJm;DX6*~4-A1Ss)O@<f*_LG=7<L3KJ7yBUv^26
zwZp6t`yp!0(*8JMw#S5NEquK`7%Yu{TpYvaN#Aw=k+t}aF&#N~3j%yV@W=UJ#+-SO
zvOvlo0pm``QRi@L+-}&h#@WG?vUirCqKEjSwY#+u(U5Hd+xOo3YXyNHhv!VgMWQuR
zbbDjMC9uEY+zH@TqOup_eT0aUg@!FVr!#o#<QpwNl5qQvcL$!!0n6n+`m*6w$A30;
z-Rl~sP2;B6N|%LP{=5Yi=X|C^G1}{Zz-6SDUos)q;E1Rb9U><=zresO`shIPkt|!i
z@16ZYE%;C!ZY*hy3cN0f8LorQOA9yftJPQx<puN{TDc3YJw+8C=k;8BYv(03pxZCq
z)YQnbN62za_00KeySk|Ef)(K~Y;?#Nsv6~&b2X>J5jUYeS1jsu+8WPqdMr9^CKETY
ztl#Nzx3VfIUS=*1UGoLWpD$@2|7X)f+Bwm;q*DewOEr`lFxZIh;GRO?W0fs;mJ$v#
zG2bep>nmoK4X>Y5?kN3*4b=;ZNfj5FGsyJdP}oe?qk$$r%{9Y91=|mZjYZ&=BtMP{
z+3IL~<C$&W-Pi?RM)BM<@ckDR(s5I7+F2y(fMCmfPDAPGmN77zNs%Hbh<=pyX)R;B
z>u0BKqo8&9j-pAqb2NSwkomBY>k?p9D&j&4Vw_y2G!2Oh_%Xnh)r0Lt5iS(2?vxL0
zOV+p#E>vk5K;~=%xxfmYk|5e~$2#XnsDnYur4J$yR`w^#a*4bM3nmL4{jTPmT)X-D
zltFUH8-cX%>x6ZGqp8~OzQ+*f=n#IC-A!&R+DYfo!)5r!z|Zxu-v_SFGdk7W3|Wqv
z4bCQZ;>M~49Nbsp60XuIq8@9H*k-BOs6);-vT^A>Ba;7hU}QvCDKBD4xF;*FgPI1d
z?0377`2Oej6Y!il(S4^PW(&OXh3U!#`G%W_N=~cNdE5X{9eq2I6Lr3EIsk$I${dYy
zQ<bm${UwS+E#7R0b^NR$k_$zM>T6Dg5Q+LaVVw!r$nkRfr*1rvAD;Z-TElmUngN(I
zSVM~hVpmKY-fh?ZnU(}R==(iDjPlA*qMr60m2f~5C<VG67KK2f=0O6VP5K-*2cVtk
zGTw@pb}!CU7~#Ryg>c4~4Zphli^7Y~+pZb)<@TBow=U5n>QQWaWJKLCpXMNegU|QX
z@qv;)$R1~+j0I&w5X&*=AtwzQV?!A#!@6+Le-jBXzI$;|qDo8m-LLnoJgHzP(ES3d
z1Zv6^Q<q++eR1C+@j;p7jhZMysE)qH%gWAc$yVr++kiyD!F2krI{I5g3r|~+Lt$T8
z!ff+Y*hqe&%sY<P{X0>fAka9*47PhwKf#s)P4i2U=_vM`ifA(jF@8xU!pP~|+|yD?
zmZ*ii)Qzr<$3{;f@+ke`fwrgo){<wgQ0Jk{AqW@tlr&7>z|3Oq%#@PB;s%|GhDACZ
zBqxq*_1{uT>pFNr0l1ZY0N6<FbPQ}FU`*ZEEv2VW-5%%sC}OGwz@=?QxEryZoSV3n
z({BZD=RjvBau$|=wR7!s!AnZQq}L&uyqgfMlwvenf<q!dEmRrJW_|SRB;M!DKJEU|
zEw(XNB1*w*(2Lz0PW;$$_bzjB@<GK!49toUYNXo`RF$+AVp`J1frOGbC}0!{nxPiB
z?n#G&?3p&P?I>)gqh*8Cz~kYSkWfZBIUX`Ps<;%y<_d)g3<NOanC;K`femX2T%QsK
zr`><X?5Qu5N&*3c!id2xs?e>}FPO+3`~5tutezcZR}SO;;=$oB*b6;>cIT60XBkV6
z!1{+{z{vcTAi$pOfBn)CaW?|&yDNwZ{1Y;54-fY~JKd*s^7QL?HirT+A|<qQN?}V&
zoZp1#{%m|JOB+-37-)O&=XfzpX_4b4ej`pSyZoT@b*^s6;l(3y+5R=t6$v~?Y8sv`
zg=So94v;XqPS($RhUEa4b-Z!}O|@wxH4@Bw!$SRiXK`&!qAZtbpsrN~@2Ew-QuXQY
z(Ztpb*lMwabrSe8o(LD5;^{)3s^ShT4nMcUN8gY9Q-0eB@~-@T9*y4k4jIRE{>wlj
z>v4A&KEA_0YAWZ)8i-V5vjN5$LW`6;ZL1ROhcAxlGTO3x)BmFpOaIY>!JxIL(I;5Y
zCzHej-gY`+xICVVRdxKTThDv`^?v{BBG*=>U7RYU`mbMj?iy?tr`p+tBU1jZoD2)Z
z*##H0z?m=_v=(iZ%^PW~Iy3B)lzqA;rfl+g%7S|gO-u>*ElL*8*0TXC|B_pqoP%1N
z*%>G9Dl52l7QQUU8h74>$`c(hH*l!x@=32a@8mdiMImM3UX<#q*hojiuhRe@2;$U=
z^x*p)mjYP(AH8URFAQEOY-?S0%8_9PO|9j+Pl|~R;t!AU@D2K93wN~BR;ZqpPfat~
z7Ort3tSegt$D}H)pQxN+4jh<V?A<8PToG}8)#wwi2yXJ!H1OIek{NB@<|1p$hl|0=
zE2fY3ZNRyEqhx?_f(%zksl^u?h0pcO$r>0NS$|&Uu0QtvLJbG4+se3j|1wC;<bCwg
zANzEEC@YOPL@OCjm18N^uImIxk*20`mB!YZKT!T+aiDCVGB|Xq{~TgC)tRN;60_s^
zQb1H-+7?7<xM^uMpP_y<=M{sK2|n-R`I2cw!gK;)ox$-<dIM&_9Sb6ATcx&hG{WRh
zuy7G*Q(7wtmM*q;%q!(h0WtW2(}m>+iUijuhTpqHK?uzd7`F$&FAYsJ!ylH782csM
zw}fR3<rDTST87k*RMV#Hc5?6nMu>5S(KOs6e8oj>mjq8C4)%Lsu!8}?F->0b&u~=}
zq4JE?ij*ZZ@nckgcWR!IH=?$io*xnab3uo)1w7rh0s!6E0yiSykngP0G@-O^Gb2J)
zl0mH;K7Nvwo#CEi>uIwAP5O9=W1Qz@-EFrXNyMnR1c3al)SlnJNiK2QK~7{Q>SS3(
zB_VEf;Lb6IxecNA#6K1Y`@7$ZIsh?=eP;TZ$SCLo8f?<ct>g2YpV$QJ*wbe-zX)p#
zsBJ}H{3uW$>}IZ&$R-Wn9=3TQE;2J!caQZ2Wx1;-5Q<Owj1x!S3qqw5@4v}AX%8}X
zmlrU}OfoH>p1~xxRGH7bDGf=A6!ikX0u}ExP0Z(q@VO=21;{kD#GTaxGjBaP^{eZe
zGavaFjU{YhS~xi&FzL0a1-1?(ZX(f#aN)D62&Op)+*O7CB7OMG*Qz`1N;T2WNx5sf
zO9K<xDFcn;isdY5VYaQ8O8=fC{R|D%tMyn8mX8HIM_iFuCT?`d9Fp;{-0{pIqt9UT
zT5GGO2T)4~!q9FS4X-(dZoxscLF7Hm6>Mi5>7h@6X+@5JlQxks0wBeSjPyRjwND?`
zaX{B7M+|#VdNqCnaoDR++PG+%Fni%3tdb*`XJdZAr*Flo1UeCuTvi~oz%qazZwo-|
zMorZX*L0?adTMPyF3xh%B*zmK8RoC_RiGO_0#9P;On{TBSZidDNN&wA5%(mK>G)P+
z@@1m_pU79<^6~_OOvJ`7*BE)k+8XZLNeImH*@<h_X{zgBp%bT~S|**J0@)N`eenG2
zMf*v`wY?9XFCvv!8Oe}VerrL2Bb1+%fNdPA4sLF=xHaBV65VKgCJU{*%B5D$5yXX`
z0_Upr@lh&FQ66pQh}+nB*q)3*T%NxQdS1NC1v3Nd$HJ7Q3}vMxE#Iv_axR>Q7}Fh{
z@AQ<)o#)@_SD!5H_W9shpq}lcWMYs4NnVS;nZ82>y+ke(`@1uJnv%{-RFk0t6ZTfm
zBLF8Ckaa076$#|ww64hp!}J^fX23IqHk-6AVye_kb{w9pHN&X*UhPZ2d)&b{I>e`C
z+<J=h*<E71p<a9OlNqfB|3jmKH)a0MrYI}?ljSlsIUVIPa6KD6xVuW`f?|5W@Dc2D
zjKcFDU{(!QX(v7_Va4V*7_-5@vB_P-UUm_JTTbTWgxcX?4aGPm+yo+lZgo3IYomSP
z`rImGITZ-+7KtNJNM%W!0>KqTlw2Ms>i<^Y5~8l9R3`p4(<%%;>iNDlHP<#La#`Cx
zO`Xftgv)k)OUMyy!L1KDeU`(wPT4HPvd%b<cvbBSPnVUl%P&oNoVP8nE=bE?fG6|k
z$-L92N_#2p`-u0{T*(@2b(EP?FM3~ahQRb`bHkmlW##Pq&#X;VO~+lwf2E41a^4bu
zTMZZgq!mUdy2)6JY8M}$rshO41h+mqqx_5@{7a!?<)f`QUnPh~RciY`n{1R|?1uJO
zm@xk9V*AF8qfhJ2xX%5;HYpvdgrho$1-weV2NQ4sy#`sJxhO%9jZq`viaC_(u7ilu
zoP?Roe>N@XphfP#J>FVil^3gW_2<%fdFH)HL;GOm*i^B#oP@1Crd!8x+#W7bRj3(T
z{iW>{n9jU-^J!k_DY1We#HxQ4p}3@J{>kp2O&>;Elq)C?h$}s~@2RIl`qUp<{Fr%>
zg<Hf~UYer~L<$OF-^)`)$#uG*cgBCf{R({6>@OeVB>(2f$cCU3VPPKM;<9bD^|(sw
z`)Y*R6mE*6Snxyp5PpAw<Q>%@Ar{m5td2Oi0nK_;fO?7>`!?_GtAx`JW{`0rW5DuR
z#2>)u?!CKy81zJ?0GPePe5t|juyJoC3$GLX-T80kGL~zLmd0YD#UyzCclehjQ(kNO
zz&WHwcF%nwapU}R3vd^MlTwfqwJ3SOvno41ecrm9BGVy?0mJ`uYx;^gV8zD4DxJ!Y
z2&#1(_`8Ad4u7+pnV5IijfRsL95(D);v?x`Rp?j!9veyLkAW$<%8x)#+aqp)q8uyd
zjV?m^KH|vn*hPwI{+MoN965Q`CeFrq^^=uLOeVR2tlspz$H$q=v{M?`#Z`^_Ef5^g
zCj_0JyP=iU?$1rh&x(i)KpD1}br@i}O*g|8TMRNX<y{{T^|5U8c_D?n__Lw8rGa%r
z+X{b5R0~lgGT+RtslF)NC1D)l#91at#n5qGKB@uhx)cs$hz)H7d-P&@?+i3($D6)p
zBeDj^2*5RsPy^QPU!IeD_817y4_H+70=(LnF&!(%5PsKD6|9JKL4lcdkL9IW2$j!+
z=gf%Q3sKJXAsWrgR~39eI{&IY#C*}5q~BMcRntKNm-~!`Smi8Cun&fx3%b^CX@!v4
z`^jxT<2OMpS!#*Tx^#QXjigHnrc*yK7lFTtBWxt>pf8b26|(LaDg!O3UafVB^MGh`
zsMy~y_eHfmH+x7ICxzBVHWtN!gzoz8KlY_%Hqc?**#OZFToP|>7c}JKrIwht?g>q&
zeT5o|^JN$Kc^d<E*6=5kljpszrvDer$o~h$bc<hTiidgD*FeUVu=Xm50@{OTT*$*W
z`lH(FbRLa6QFa@LX11RClT+p5`qMy=y5=Sa@i?wEhfgcZq9k_~``kDWyHjt3bu!Dl
z01GE?HM|=*iIH()Wxv$Ih?!QIHTBGVH7$5B`;rk6nbxHUADm!N**-(Dp31#!_I}x>
zyIw+XDUc)?fPDrS*|=El__l!n>UPhKl@#sIiI>*6x5}Tjr*TP<uUgo0#D%d@{J0DK
z@ZfCph)e&ZgPV^Q4orwO)aPCc)P(8Ui*hc;<_1mvyof)0H4b)q%X!U=(Z=T??-E-1
z)9i5*ZYHsgJWajAsGM|7?h7VU4TR&ExK&6a?uiBZVs$x7t>wiwVzk<XPV+_gSv%AH
zj$QJ{e$BbGD!@7Cbt`1M^4$CGUoiCF3;U7;u+eSM#iH*h*n|&3ZopTYatQT;daJsd
zGOSQmT6}I~_`Bah_ffjrt4BrH>rm&p`oGFzWr^Wa&zx<XAp!&XfCWTO;9JAYuF2&g
z>!sbEr>qv#1z|o_|44lD({wu1>pKT#6UWV=utCiHpPv__?!H0)3q1CxX*BWik|T>w
zk}S2X8uAP66A#MvU@o<iyUN7Y4(cj&bsG_@sjA;!2C*(?n>K!R7zqSEk?QrLpJZ_w
zQ>tN1aVen%S!nukvcYoLnXfGl9&O+x!Zti9q)-|BC`49lJJv0-?WA5lH3x7<iHaW1
za@uVpi!qkhSTmg&ACXl5>_w=<!!eM`;A2i)Yj9^8nKEDN5oN+YE#Q)n#`HTR&+K2K
zouK=Q@||s<EyieT>y#v;8<ZZTcFDnN*LM=Z9(V8AN};E=X(zRhk^otY8Zb1?yBPSv
zfp?>M@-j!Q^fhNLWn9;Mp1+a|5%De~*5s3!Ae_GN`KO6QqB@nv0ha27{150G-CCeL
zS*$(OtsTmj2``NwX_REP`QO#2m0v_jxZu;|VPhFp`qE-w>hGOR9>sjNnVX*(WW&Jd
zs}$2jj9djVR7l6-F10hxO9QG-u`*F~)v=i>W75(fp6xz2&LZb@LbTIZTOSq<_K3<c
zv2!$7Q#Iv~6LCAQ{s331e`!rR@g=dcI!1!~%G`_p({x5Kbq_sHo;C-G@#obQveKG6
zuvp+mFdt%5hYv5WD(YJ)+~+A(TtAXgRGAnMJ|?st2yHk@$vk0^OgF3+yXG(oO!<k1
zqAuc5L#s?)uAx|#9WQ*~T5&0-V1~Kg$dy8HJ_LW~cN?Xi<LcH51vkfYI#@Rzo$^lD
z3wqhL&<s2eWY#vOAR|dyuGK816!knD@ZQMaJ)uMXN<=EFz*DgU)Z?)4)B4B>;mV_G
zPx<@CX*L;dwp2O@uniSvVI>_<pHa9bY4>m`d;AU4<-!%7nqZw&5htf&!bxHSA+W?8
z^gixsf)Ut<HF95O`KW+djm={c<+b1fGX*K-XiB5(LMbdwSK(CVEJQy-O?-5P+@Jsi
z0Y=Agv%HBCuOH^aEqLTbZ1)QEyD*ca7VOV_y3vB@4TLSF+U65Bj?Adf4ndMQP~N%P
z)`~e;b&ku5!@T*;#~@OsP7-@i^rI>PG#<}e>~W(@IOyyJ1rW%DQ|q}0>f@=v!?so-
zB1e2T{%<?qnTk5<?qRRB_H4JR<YSfBaUVMTwO&0Xt~O1r<94f*!XC7Jr0g=imB39}
zFGmMYB6fMf_N`7$EL-SGX5iMYtPuSz$`F-&$~rxYUxDC3Mgt1<KfrF&Nc~6NVk~|?
z(aXN1_Cm5l0sN=#&TBLHJ!q|7k&;*O{J4BYxu~TiS>|>M*t3V;<xti%&OveKfONT*
z@->wT0y>t`Wr!M$M;kqw+crkN2Q|Mv<9Z&gOZ?N!=weUj*96;&r*vNx*aTm#8_hw2
z@Hv2>;`A{;<_k6M7vPgx{V0WI<NvZKO?iM;P9F(QOzMYuCQQQ#bWc@Wf^dUV`?UwU
zaRCb1C1*1ya>F3aYrFGZi4D^E)BW=`RMRw3f4o6<3kp<d@)XdlMpEs5Hu@8wfemqK
z23?|ZIt9jT5`Ef8Bzn4R_OkE^D*y5&f>K%i1dQ)hxrQ}-7`33q?A<zvc!cehm?uOI
z3n?Dmg%f?guEc8uso%&}B94Rt)T`e~1syQ6jHvJvZM|g-v0pm1*euwFJ7v0#+#ZTg
zpeqF&z4z#0z3f;AF=EM3`!g!lBB43Nrg2YBP>*|$kDvz1xaV_uoDUJk%ma+nCeOk!
zVpbc_3_S)+f%F|+y)CUX;(eX)4Yb5vn7(DHl0csYHdAb18#N-F2JBRuG>h~Nb(tNq
zMq2^E)F3)oxF0DTC*K8i1h^#rI8pTa;!(>P-9kHUua6+FMV1;<`cY%0+6dc&?nXz6
zz_Ow7&_DqG!H|%@^*wIV?{cCWhXP#8l5ut|?K#Ya8Ct(<cfs=AFZf%CQ3h@`7R1j1
zTS;(U^Uv*wYd8`ch+JHjpV+WTm=VnT*XXW48X(}yH^`+yryJJHc6_boE0-F8LN8ee
znrhC^7tTwsiL1SntB&$}V0#t_uwD|ZcFKkXNZ*yScvp|868AW+2n8q<FaSCH_nNRV
zGz8Ry&uIO58Q$WaLE~xzR5(+V$i1mLq!OzOt^@SDBDIFfeN&p#9*hd}90TrR_&;i9
zgjIJIDhNlIq&4cW6!5G(=;d^I7cibC-tS1A7H!24jr`2^XNQ(*w*EB_ishFEX=b*p
z{TcFjT3eox+07vK-O?{#;&)U$6NR=KFib3eW6M8J&Ht4TGG+9s;@9%QDv>YTlLC@^
zG->4hUf^!?%85k(l?v{?Hgo8B(7FUSwL6&D&K3cCUs02{Ua02Wum0e$tHf2HMxc*0
zIf?i9WORQ<W~Z3h1mM(%;h0~H8tSx2;AfL`>Rrn`&$heH8%Ys~`OOfUAUhl?1QD>H
zX%fTmAw@Nj2<7sLE1lO`d;Ihl@0TvjBNyq=kG#8|=f@>@Q4{%>IzxlA5`p>YB$)2E
z>uOAAfExN<Pz-o?WZ}kq9VK}I4R)Km^S#-__8`9#G2pQtG2;|=?Oio7?bNlsk2QZ<
zp8D?D;{PIahoSX!Y54!Bwf=Wu`+v&!c68!ou=;n<Dxx3Vcg+ll2faKPyPX|^4-CH-
zT@b_aC1OPOg845g?n%k_Z?>fe0k=Uu0WqO59KyfdtM$v!Q4$~gVL_q^DVhI1I8q_5
zvxzEW!hcnr?EsZ9e0u(e1FN`JH7hEOOrd;VglY;DSjd;!cMOrVug8<DV*7jw0!)=n
z#wWMNjqAoxTFG2I8+LSv6Z7`rFG_LL+#!&>KpJrQn-|E`ZPv#}2BaA`>l=93ZBGu`
zH)Yr1zm-F6-NT645l@enU%A8|W$yM_=f20wM0~xUZEH{_^q%FXQ02%TW`#RZ*>iRB
zvi&P#(hIFFy2E9n7LYE<DZeNqc*YHdgfbu`Lv%P%vkZ@bcCs$GY?O<8v)LF+dOPJA
z^+;e0qH$O%LSX;tO5U%H&vdmw%iT&;pQA%_!8pa7)*|TTK^k}>1tnnqQtYJEbl+m5
zK+T)Y!5mydaa$;1(l;We3dOyhRJ*eijQi+HmBsyT@t32yot)tF`sgSn|5hD}CQqzY
z5TNbSK1m{<MfKV5FCZ_EcR4!ej$kP;G2$&&?2}2gQ~hg@ZNF}rA9wC#o9^qWDH+Z@
z%ivGB(na@h{%*S*mTB#UvWt9&t3;mI{VL60h$z^8B=#68q^{KSF1~RC6)vJIyWblH
zDXp4+(xDR=Fok3^6ILKr@7%Olr4CZS#twSFf_IU1!}nf;8Hw5OOETr%2gq{T)!A;8
zuPm4Z?WF?{WfVURaF6EKc*+-t-MLo&fGo*x>4#q6xwvaI*f1p{U_$|m_B(w8hUmK<
z-DCQo&<sXHt(L}(mU+F;$`0nLJ8Q6x6v{kllU5$Ui!o-jE7SVZGTiyx_rJL<<xG>v
z`SZB)*Z3djg15Vcf1Ux&a^~79l);mjz_<W%-<!bGdNcZCJ=D?p#2MW|bkt^e-QZl?
zQ=>&88xYKrHy$9KqVydKL2fYdjNleeQzvb5+25{|Y341G?=8swT1qPJrrt{F?PO^6
z_xu@2Pj!v|&BpB!+1>J9LWhUO^)^}g;ejl4P$0&0$s6X?HZ)6zN2!Jfq;7p&>Ug7R
zS$=JP3Kfi>4v0~Vf1otP`JSrxeu=geHq%W4c_CDP`kpA?x1U31-%21ytM1lFQE|+h
zn3_Aed5UxRXy+|uNT~%T3b;?y<Skg(E9W=G=4r0$-fAJcWYsHHeJ8jGC-|a^Y@b7S
z)=7-xwxvK_%yEp>1c2)|s^lOl6+S=;b@$#MmyM8{w${HrJ2RWSf0gsqJX$stvWpxH
zMoae$MRGK&#7@Qrl~1W$!bynE{{qIlJ}dlClO9XfjSsHg80{JMLG4R>NQ}~T4_y{J
z33q)*K+sa?;AqQ^h|GmPI{^qjX-CWPO&2u1by9G#TKW0|*QzS*UGhAOze{!lrDA{|
zt_@~G1!vv=zU$=*!!yL_hm~nIS8o-sVp2s`gM6i#Ykx!SLWyoiny$9IDy&03xASEU
z;Ap#ny^r{8<k&gyU3Ke?N7*-7+%@+XH(CxG?p3(;edYno6BmBdd5_8cKK0UC{O93$
zw$T?Zq<LO6te8_HRoP~FA)Vqa!cB)Pk41!$g3?EnmkZJgcn^dw1O<KNUWuG>_>GKT
zz4E1QyO~vnK{h-C=AQc2{kfBOK+@NA!acxxMZH+|&BC@8+pg*I-)48~FHS9FF%V36
z`L9PPYzw@H#w?XQ=dlN}amw>r6tL1se!hNgCHqY$a10zEGGXUMn#NNY#H4fMNiEwI
z4_E!@&#j*t6rUCEJP4@-PB9X{qoLkdm13jn`{eX>L=|z9RV`sym5yzsH4WNaui-p*
z9S{9JLFE%Qgk+6r9Q)1dQ}UnYVjdtDT{O(Q46!M%iNm=WH7SZqPjv~palr8ywwUGI
z=<}(wMg_2deLTs#9uykN05}mDj)r67ZM|$tIy^n6k==6YM3?4Bk)J9ZKrQ@_zj2^C
zs~}P7RijkiL5MgHX9YY&_|-$C=(khhX4QE?pa}aOrNhPGIUpdpRo{wlN!(j>q?Q<$
z&P+sZQv{{iLIv`JlUEW`bpxBahB)^-1n3SE?02N6JtBUHQEnMp=XeC-`*Q6W)#t0N
zWxkNQD$>3T&&P#p!DVgvaU-w!cra>%2P+DP(W}~uf$8D<OTP8lh)UPFdbhtYTOxh(
zS2dOvJxkZeR88pJ7a%~JBLzSno77u=nyWr?CR4c@i-m1P5P^c|Xs}Y%vxW`B^T=^d
ztGg^xacPK8;q7R(y;gWG-@{DY>Y8(Zm_f%$3BE=H;mA+0P1BCmR6bdnh(EGsI!z{)
zv<-1G)<a<vo{j-7?ZFOa7OzhLvl}j4V=`affO5biq+>0dIloc!!%;~*=T#zqtgB00
zZcGO;i-RPyZ32WGj-lb$4pdshptrPg7%8z<F?>$Azu&dAx0I^xIqqs6#fEW3*QN<l
zZ#QINhi&Rl|E9XC$o?E0*U43FG?-6kVv~S83@aUeL4n+h`^u+==7=tcntXRV<Umy;
z-CsnMB(3t~aT)VA<7fNSReMQ99()-$la>S4-wDVPZVjjGVqI~v=auWZCIrE`U*ulw
zq5mM_1E#op;A)A<7!+|F<bZ6|f*EIpg&(~`Av3AN)>9(!wmWy@gQz;mn}Z)$ghD6v
zao{w&gE~w(u>P^(nKqT!zg7Sh!VzBul@w_59-}orbUaMN4W)o*j5s)a8|FnO{|2Ic
z<0L{rveJ;W&3o+QT>cS1Lgkcm1eF<&+R-R4%}i>jQ8h_1b6zn;#_x2vK{V8hJ-aTP
zgmcGEhCACVtX@cF8I_ev#la1k`lej@T?&J13<1d4pqfIjvC?!UR+qGL?_s6ZQx1&S
z*#{FY@7fP)teGs=1-%p-i-x7g@|%BVvk;B2ogU>MN7OVF`jK+y_>pR9s=$#MH33>M
z{^6nUXV=$bm7AMO)o_c(D@jMjoDyJ$FM2V@>;L{Q8p8h1e^x94=K0U22wna1>TJ|F
zW~(<8!r%Ki=#db=e6@}iJZ<_CHzwqR_PMS^Smg^*ZX9x8X%!Gx1832U31UP!0oLcc
zg4p@1zuS(Y)3$6;KV+DC#5syc0p{mYgG3A<^r!9Q(IK>rSGnZX!sLy^EQ86|2xfDe
zdD6`?0^g?A^I(hF)5}+h_jRkQ-zj<4=#urup{oW%kdIRwyWju~je)jSf-#Le{6GzE
zQ_&?brJ1Z`*QOYF+qap+mw&cs3aK#etzw0B=%cUxoj+_0(bZA&Q>w0H7>rH`Wl<)|
zb73(Wq(`2#B$jq!rXpdcyF;DsqaLqE6OO`gtpVXsiD16K?}X<&S@VQ@9I4fJka=NW
zUqKV%8Em_DXrbgUr~-+Z;Nc|QmC3gd*0wEaI^6)2aFg?L;!14rz%X(0z<4l9GbsXv
zlX{ZWUz92!4O|8MVR~qU=0b{ZHM)M(sGZOva{xC*$4wkI_fF?_t-baLwIlZDw2@2Q
zTg-^zTxs2~Qb+TE4$GUjQ>LuXt}{Gksxx;<>l=nnqg2*Mp%e|e-1=pz@tnV4xMr_v
zX~Qp(WA_4{P%DG&)~`*-yR(3px;h}xm1y-1%~|l4wN!#Bl714^KsqI*sF_krRHbGn
zbCTf)dK>$0{pQcCfn+JxZdio#KE~?d$eNiYvU_<#+xb1#w}Z!hb2$*TV?mJR=kNJG
z*mJa8|KB+kx-{4@vMHo#JS#9$fJo%tDhV)4RrBi~Hvsq0;LuFYcTh(8gs7v{WEamh
zSlvnmteDUc$a{TA^hzpai>JK)*W}W%-QJMpZB+?#zNe>EOo&_NZVxZuMgddnC*>zd
zw3|H1(H1)Jet_UI7PhRg_0fA?w8_sj>PgzKdu9>14F*|chr`{c{I-HwJPFzMmi7AK
z>TR3V3NGR^Rzh$IA`yVON?+I+K$Y=eE9pl6bz`WDZQ%>L&NEalQE|>C^I4Eg8?@zA
z`}|by$ugniy5cve0k)?CdXVLmK5^RIVxPp)Hc5`PnR8jqXl&}*x7gUY5Br{QGX!jx
z=}iU^32AeX+fHCm9fzB+X)$+hl%9>DMK5DVEGqi%1#68I9lQ+43+JAqrq-pno~rGs
zI!BsUFzcB&%u)^SgJFjV?#61E3PEd<i+=`m-OWIKSP&025-w4HJ^op}1Rr7tchX-H
zp&hAWAIB*OolZ%c8;p&SR<2&*CTurBnP|~{m*qNqzlN57b=Cm6?05=t+}>7BQ0mWF
zLbWlmw2K_Uieh6cFW1Ej;7<1cYzlm=ApA($;R*EXrmQzj&xaGA?E5e@{?;td^F}N^
zb_R;-zDx*s3{(C7gy$t+mDFU5)rFYfcp0$jJVqaInG@TNHtIp!_z@290+EKZtAf;|
z9)|qn$c?Zbmkt=ENL+%h%32zHt?WNt>_C=sa_STx=nGya7HuiAY=T*?2JO0PCx4Rv
zXLh=7z1UHew;i*=XUqB<0OJxHfb*pAVeXvyI}K<3vJlBQdq{GM^|Q&m3%+wWSxl`F
zabd1xT?rGJDgp|@Y(J1Bi*NMm&693(ZY$b2%0G7{_X@KktL9a0vQCD-3PEQ{{>GpF
zqQy>C98b=|JY!YxR3dHbjL?hn98mWQWxWV`tnzBr=k|B1@D^1)OKr~Z2h4^&ol#O0
zuDFg5m}bQrzRsktLbpUNUV2#zYxoJ8>Y*f?-X*MpGtW=PKF?9Yvgdvcp>Ftmbl{%4
zBgr}!hS;V>U{_${{GM;f&+W3wanhM1xBdex;c5-g7y1<X@AIC~@}Z%8`!}&hPR)IC
zv+zF;tGnQVU2Y`pf^hgT)q(fo<N}r)H+SlFC9I$p-f2CMn8XTR(|tHP0(i$JkoIew
znlyaZROIvYcBh{L?Oeg1eLEry)x46DK8hTh*2b9g&dZ&^!3Y7Kj?3m}MI1w)0iAGZ
zkZWDeHlj>wJagk+oRBfq$|+*)PtIyi!KQ7ml#U)Gz<2)rJ#MKo0!?sfIquF7to}l)
z&fQG6)XEd$zAd5EbW*c_sXa2vj7&;Gh!T{D)xi*e5CLfm?{xcG&cat89muX8&Q{Ws
zr2<8qiU++SC+T=_R59Mm+wtz=ilEc|5|bQFCz<8&-0KsEW5&}igti&j->L0eGnI%C
zHUR8s-JJtW>V-d+8?4u=G&!9LZEtn~ac?kTJxj2Km4#2nJ^JK1Y&6<2>u9(5^m1qg
zfLtiWhd_7sfXLJzFPAf!`8MbGttDw=ahjjHWr7>2w5|d2p7tFKI%*bkb;BR@VcdG~
zmbs!zdC8VC`)Ea9sa3ALCTmAsIbpZhqd;^LK}n-n?pn8NK=r!F#6k-<ikq4jgo10@
zcU86uVq}-)Fl$W)RFy47t>YeSZ`}O&vFgfDyuq^bUtcN-JO3h1kF);SBvZW(eupaB
zS^)Wchi|B{udqyrRcV?jV_!rH-%R@68=l;XP%&jF)taoSGzv#40!UqnJJWJwnOw-*
zVdW4TW;8G-x`#6U7D8>>_h8TInEf6Bm~EgI`!El4jYst`7(s(X92OWoBZ^>Du-c|m
z{5kIek63=nfGl3tyv4(OY6{AmmzQNpdnBb`gbU_Kml7+ETn|^?6)>x(O{QZ>g3IcZ
zuJhLph8;cukjUbuhz7`!>T#SWsz)dv5MX+&Bv!YA%9V$axu;*RDj)4L=-5$T)r_B2
z9*FGzJ;zM+yAzCcrij4P`wfbt-=esL+<GHN=@J`irY@0p8A8!v(Ui(wl|Lo!uXqpr
z&@q}i=`?4|HvHl6#?HCFh4i2q^?oXTCWb=99uw^7BH4a);6)hs5&vWzTG!Q7+8*j%
zOEmm~G$t2z#wJrJq(^u3(ZlkIJI?3-9aKxyU}Gp6&(^$H&l6tPu$tc>Jz%jEvv_!d
zh@UzQ#`24*Pc4jE9|fH+{Y{tqn|OsML8FA%LTo#{-(NYCFbbroAIC4m&o1+h2F(xB
zB<`uBZrNMJ;FI&C-(XxRW_fW>cc=fSBu4$az0Lm_ar=V_TXva11<Khs$e-%ZcdcX=
z+o$S&J#P|~O{rO{{{HU6^#qbDG2ujHa6mQ%KUwDVPU9jLEZOLW3^c5Vp#t5<^et_$
z=_mW|%aqdm9+#1mG-ntpG7*R2g)dAUc<nhmqMF*cZEVgGwsit~n=<HJOG&~SqWvIy
z8KqP)53Y28v~U{c8PB!;XOpGpuJJs!n=UC#X;2rK$q)P?Yj}O`f^7h<P(u|2ut&g3
zZ;;T&zQL1eUM&vH+VnHl8Xre4$F<!}syD5L#nHxr1gcf^`S)=3k!Eu%@5PZ^_9St&
z(3OOD;>|OO4lLib<Votz;jI2LUmqX(3O698@R(SQVMPM>Zr7OT>L3KCuCup1<O1DX
zm|<?Vk1RMmR?yDOSDc8z2lDwQXap@cz<H0-$H1cu`d@MMW1O?hI$2P$V_-3WE3|;v
zqD*st_9;ta5iXn?-58nL(ZDB0ilm|uJ@kyyeyz6B-ZRqJyYZLd=J8WJIr)n%r>>Fp
zhHck?d1g^*<-brVZRh9ClG)W}_nBH7!O8KGHNAyu^22ffg%Vw-gI07C;<uOktju#(
zZ{A5*PX!PERShfeDf!Q)y@>iD_vDpitthSJ0zHnb{-IzT6$4sAODpdsZ1SZr4~tt!
zHXZA~K-?Wj+~wuxIev@>Ea5(p3aG;&PEpEBznLIL;xsrPAYTdG*PpRAFKMIoF;+VZ
zg{s9IXajE_lW57rCVXC$?jWw&L<V{)vP(hm><4=|=>wFK&>lnxhCrwn1&6wef$^4k
z(xl(8O(GZ-z;s91kZAILv~3P*#C{+^xO?hWcUdsBdp^5CiGjRuIfne0XpotzD<Jx}
zWB5>b0Ge^w)k;(B3C@X;vg9K;%yXM;!%KUNYYu36=bygV^*l+k^`mN>+6qIap<N>>
zR?AdQgoy~gp{IAI%i(nV?KZ5oFmxPQnZq|jtCLtdCE2{mo(3HAm1ogVR!l#k9OsoX
z6c0zu#X@S=In(eVPT_aB%n!-Rp{AkhoHJUU4S~2$sCUtn{3aeO7e#E;HxJ8s`d}qy
z_xS7u#_FDBwUxfuZ5Vo_oJ43VzfnjXrE<DlT7H~A^%Z^nl=cVmG)RbOtATbdWhOL5
zS<<f)Pv>-fgk4T~>6T0JmVP;Yu&WH?N1vi}tyJ3<(6>?-U1GJ)>&Wn`Zu(ku$41QR
zl<-Zxos|1W_%<ym1u@tP=yiSTG|ge-yDGv|-JA^u-<OP|vISM}nYW@-Ej@Xn4km7-
z)^Q3$DHCl*-z4*%WqA)jC<#6+D#_5=Km4ZZxY`(LL{Q;NtmbTebt6^+ABXYEs9a0F
z;bsH5x>Bpb)2MQcjYkeG()JDzeZfHS;_ahbQuUAplckD1OL@m4-1#y(p%z9*W|-0B
z)pbIXx3{m$R_nw>7HH<TzBqC7_=l;mo6y&Cx3Z38%!$d1D3Z`qtZm##L(NIZ(&<IE
z5~(8oo8yR?YH*xxbE_hYELOydPi-@jA?&{!XDrPC$e#fs9I`Wj7~agi={+BakZ}40
zf0R3V?9WKp%xm$NOL(JJPso<g+QwnIU~3!M8hap_;1fnnR&PjH^L&|$jZ)oSgkwN+
zr>%CYg%XI%y7)*D_iaq`PdUl7?D-9&w6gFdmu-o}&C4(P`;}w0AWI)&PlWgH4zVoa
z3@l&F)XA7I-#ux<o$uH0RYMVqI`;Nw0GOyMw(`*<e>-`i*zMcrb|XrJh-a2G=Y~f1
zIBc)IQY7f?A<1Me%zq9{Nxphn!%VZn>nR)VP~sM>yke{Bnh!-WBV#@3JWd82ZCMXs
z(JxN+YZD~)lCwiA>YcZC;8?2l8(93u4qv&Kx^~Y;X4AU$4vHzddc+c20*HPU4Ru7#
zCe7PGl)xlD!qt<%4)1NHwe|e72~p+NNZvR<v)DDrJF4MRc0QZu;?-D;(yccE%Iq((
z-T+vtojRH>DV#=U@Gqg@&RsLi@T9CO``(b+Fu_}QeFP&eugkGoR7gCrE)d3Dj4xHk
z?7z4*OBhU4cIKH)W~}?y0oHrV+j%f-XXQ{uVtjW8IJGL_m1pf<-g~YjG8aKBtw5}H
zwahURzyd{u)Ll&Qhxa@GVW^tpMLwvmHHNzu&aR)jnlfu<suD+wOHUC~ZO8A#gEMO>
zT*2i(p2+f_(W`y&a$vPvwM5{;GYB#o=8?ZiU%xb~r&vM$xomZef8A45;Gs7(cWiw(
zq&8K5-2-26DybBnnlMYW>{<qR?=<Cg!D@%98Np2L-m=!>3V$u7VnYd($(vGL1_)o;
z`NKy>wUs-h*3*DS4=Rr$PMVMEZ20ES5^32-D+gvHTAej2hJrwa4k|h$2`*?jW1)F_
zDUkD%C+dbFKyLf%@tZ7LkC6Lm8S{y)$ZSt$i!Txhxf~{OPnGs!1wq*t@?S%F|DVy8
z&HoGJb7J(A30}tc9QntOwzR%mHox{~>3QC4_({^HQN*tJrEHJL@hs}(&zM8|4IVNU
z>UL<2Z-}>EtzdQ%-)rm2Vg_8MAj6h4o%G2xmm92FB5hD$?0)!zEp<K{qVJ7U&PLsT
z3Y!81!l<q_Ea&x*Ai!>}oh5&pRa6DgHMSw_8+Ci2^I`Ad$0>x()m;I%Q!Z%B!Ebd_
z%}@T(xq=T-tZqGWl8xyAr+k+Vy7N|p_Sv%E!LN2uN(UrIPQvS@%lo{=+ztEamum10
zJ|!N^xDl}(6EYvshqD|#%R|aKo{&hrWuAYSnK%kc2cL*Q`M&M}5NS6(4DSGHeb(!X
z*1M$DPi&4}VHmj-9);A#Y;S9<dPAtBjoq6$GhqGnP`J0}n4pxB#5N(^m!My@d5He{
zVeUzT;3lh2R#k`;_6>q2EtV*Lm*+mQ4{onh)Dh%2**&IeyVqdNFt*zl@<=fjuE<;S
zS@1V6S$y<0WySMClQ$cB01&yCPfi)6CVU)3+oaGZ<$#}M`9rw7KF<Gs<2q~<fLF`C
zL?S%;+^0PJ`eT4^Z=9Q;9`eK*F;x;KJ=LzHWv!?W9B5S)gqX`5N(SX|(Q&;oQIkEl
z40g4C(mf_KPg&@LKKD`7OHl3)yy7U)H2fgqUbk;?F$x48FY5+-^h8iO24JeJCBDQ@
z<yefkH@SQ*5kJ-W{BSKDJRB!i;q_us5@<xvYMMb~V&YF;>ecui$)zl%hZLFh@S_<b
zrB+jk`&@n+)=PXP8S1~c&Jpzdz%(Hd?JoSFA=oi#D%h2|Xm=%TEMB2zK>MujXFTNH
zt4#NM!2~A=u9FBGT`ZEVq=)V$(?G9?X@l*og`%SESo`15D3YUhymX|$oU`@T`648k
z(6@7U=>zip!^!jFKUF(#=|F`GeN}H=WsPO~N%Lk|WEH-8OP8~R;NJLFrcTXdwRa$4
zq3fVQXpkP9;3;{;7*{fDlDwAT@+<FN`nBhu9#_n{u-7zRQV#?=BChqWrZOVS^_OSY
zvywW})IP5T6R~^TL!AL1xed1(RU7Xk7!hymd1J3Cv=^xULe^0v$xX-z={MvTYVnf`
zyWG20uh;)&MrtmszK?ZecBZztkMFqV{>#={c{2ATY|$FsmM7T7%c3m;AM%brNbnq0
zL8w=GP~sO-By^6Dpznj@>gI@^nDEZvcDv+QVeEl0rvhF5gHJR=OY+=;z};ffud&LH
zRAT8=DBVXb-zl~Ja@D!@h3>*caJ&u&PsY;@KOE&>&pVTw)K#VtE!qPF7{B(XEg<YV
zVw510!jlmtJ{Es$bXVT0l6dK&m%jU^zf$Je_uHrMN8d?ZbdhrCDy1Hn*H4W4Y_Ht>
z2D4{m^iQE2<mrh=vszYikYLD8Ue3fEo&*70vcGyBpv`C>oA33WDL0ya1k52(P(GRe
z5cnxH7U~yBc7Epr81zfL(?$v4)ya-0O%Nlcm%o*Ek@n;tMT`@zN)m2_!A62o-9>t_
z0JO8n2{Sq+Fndx?EL?~Dg+9)67Hg=MX)P>hV!S9b!s9~X4#jNVQoIw+l?au`@~g>5
z2Wv{xT_zq4z2xlTQ~Srwik9X7vQpZ=&0Faqg8S&J=<A`3B74QAS}oq@xfZNMxSH%S
zmVClP<dR|#yPLMAZ>T<wm&LDO@Pb2gGHJG0jls^j`dgjK@u8k~6URkEYYunDR9f>P
z{8(b0(}j%!DVg0be%YtKJu}HsC%T5NsS34lbXD&7vyj2Jihx`5H*|BaK=bY=RCS|d
zyzOGuWSy)&dbH-vC*+_kZfh*?5z9f2<&0ljnZLE>K5N_QvI?FrCntD!<J>Xnt{)==
z#n=?_0tD4Zbl6k5=&Y4BgRQ*&=eMj}3*^UzEB{6M{r}jX{e#I^mSHB{93WlU5&Idf
zDXhsUOR*apgnOyGm!ihjI^*Whsoj@|)eYI5dO;_a{ipR3P9&;@=56$}vl(IkY}y`(
zK{i(H8Ahq&#89DT<fp&|^`A{<7z12_YT9&*%m>5NX#`o6FHYr&;A*}UMP*v$t)O^O
z83)?MYnj*uRX|<TYLj_g(ZBQnw2FxMo7bKE6ti0(qp0aP%|2bm(Nia&RLy$KgXkBc
za;Ww*nphJ*?|IK8b8mlz8XJ?%y;;f!lXiN%0ceOG{a#3~B(IZD*D@EzseR-|Ow$Bo
z^Snrk2_;Va)e-2bmKnY<C9`ido)MgR4Aadv0fo)xPgUh}3x^)w@wy#+QVog`46XM}
ziaoU}3@e=O(I!SnNt2j5cl!gDx0_$lc)Bm@9Q&4_5;p(tw^2Jaw*;ou<eL1V@xm=T
z+(->+XtiZ&o;hI0bSo!M?h7?@RG+f7N8RoI+nm`Tmda@@iJ{*|Ccus>1veyJ)`3zK
ze~dfJ;eOBC!A<2M_FO-cV9<;9s})Cr=eb&ulvoaX@U<t$#O2vvPsFE(jvGTdiOY;3
ze$|;^LqvR=CJ$E_(eYRlx<{bU%MiG{=RFZ9JWA&UT_I9}HGJfMc;{NuFU3_|6*&Ra
z)SRz_Wem_Ii&`3N_kOXsVYV^Q&VSZSIMO5VrD445H=?WT7S09Vzs+YtgEFH;!+LP}
zg%i-Vs!|{HMSmt_vZMUH7EdeYJZq1LVHL}7Ee9CcWgJzNABh+7yIeRv@NFk15A{=-
zutrQ6v-%sjq+*6AxBp!M^XXM4n58Z*ry8!0t~q^=1Yw6uS6};Jql|Y*A36lfr`*g8
z_&?((J9bSHBgXfzlHRCBku-C>q|PdsJSe!k9VI1<s@=eDwbaV6YPpAxfJ&ma)LW{F
zp3&5x)Y})IljC8~8Qd}{mAabo^R$)U7$L!={XeQW{J$!{{@?!I&TmK7a*A}VbPr7I
zzi~3(IN4JA#zcNf=>C_LA55;IC|a+2OyfT8sguD}^#t92oP#ilb+c?9Ygv3@I#_WM
z?yC2fScvW}bE7b&sTUVzj2iW}$Qga?O9<Te?B(VwTX@YepSJ5uhs3}<3Qh-1vo5h!
z-+YhH{PO;Ptup`pV|pA<J!rl8%1-I83&#Kc;{O*;<p1##{r_+N|4vi0<)5M5ZVz1j
z1N_|X`u_e3dCzON=7nQtkNxWlt#jve^#1*2o&Wx_q2V!&>uwL+13Zpt>VnrSj%nNu
ze&}{g;|}7Umzzt#F%8SWdjbD?#nkt%JNSl;rz`m3^XGMrX_&Zqx_bm1J9k#=n1<<t
z05`vfNT0g_Zo32g0>KX&BYlv5mJjc`xE(w9`_F+xTbkeX_dcd|_TT<@$uq$JrkkHJ
z()S_qf!l+CV|vFlu6p`_<A8sEALz213)0nXHx#=2zkevyAIoVwP}WT;ErlQM+1w8B
zjpi;m_IkVYc^g+Q9)7cWs=tg8vYhv!V0GAf>&46ri#NxQ9k1EF`S{M=&tJVd5dTWv
z#6-d9$)SUz&Tr4|_5Tr6i><}nkS9cN+mqRy?f;}|a?012br}?yKWy;d=wsE69mJM*
zx|_+u+4NrHCw%xf<6QpS_o<)8xe<SG@qb5Ha4B&u=@AxUTj-EK#Ioo_MZB?Cmi+cn
z*k<`_V=%bLZ?Lx*>FUsGE@A1+SHKa;VUEdE<J{9Z$`7;sPRkUm`z<m;kO%%LPo(c6
zsSmtfxw(*%yYmml#h_jS^u)zWhbBkV+!Q|Q4qKs4#H{Uo{#mG;Y}K+#{dj3568gyg
z8mUanRdLDc(DcrB^E?l#?v1b$D==#xv0}TVL)?Cgr0bW@`fTdT*n6PH%i)?a=O27S
zg1hg*z4{Kf9@{?d>w-Yo>F$S(3aHI1#UVCKsog5zfQK@Ul<Dh8EkjuesAXfy)SS!<
z+DVL!aKbq{h1(=}v5>CiwR2Au?Za?3PCn7&`L7rW3;VU@k<t?S%ewqI;kNlV7j+NM
z>^6LTHF)!8U->Sfvr5)cg&&oKZEG#>783S<E^>ZwYG0{%#cR&Zg~ViL0-lQ<RZs|_
z|7?5=DU)LoQ-~a6>%Mb49)FTTC*B_Dopc{7Xrrh123k)3ovyvEy}VIc$L1>PIO~K&
z|G5;0nL029!TsqKQm@MToVS0$KU7jI>j6<=3$8lVPBg<&`onDN%@d0=A2tgA8*}d%
zWZBa#e3ot7t}feVm)&J|*|u%lwz_QFwyVpw=KP=g+;{GcxgXw%H)3MW`EYjZvod#P
zu9aH9+?hto+z6Xw1c={e16fTlBByCGHwrk83r{t7)h8Xk+c#4v#i95LJBh;0Y3CW}
z0|e65;=|de*hh~_-0LP6DgHedNl2>U=OeaT8z@}BDniZ&Wzpo%GozhPmDLv!BK%GS
z(jxpt2Guv)*UVrzT=aA^HD9Hl4HW3PvtbV$7|V}(${Gu^cxt8<XPG0zsV<pGG&43$
z{8l=OqqvU>ICsSGdco(g7HifpGG8m3RyTQj%DfHA=qKgARZuGux#V3d&+baA<m)Dh
zACm!DXN(`L0TQPdYmMK#y9{h>Y+eg3`h6hE81${X0sZ~L)mz8M#}o7&ldL^50HIQ~
z@tu*BloZ<9P9-%nGPNp=J=<))?lp=VJDHy7Uq_E6B;F`T@jW{;9y_1bb7=xKbywZk
z>5?W(gi!rKE54&M<yKTx=Gw{XEKK(5xl7>RT~yBkrl#BcY+dh%O$5pdgqewdI7tOR
zg>R^;%gQ*PR*ig5&aW?9cGz9GRH&af9b?VkS9Dyn>%+S|pL5*y!%JRGNPt){9%#Xn
zay-t;8-z*w7$$0A4q(p@h2O>#KB%QkXynMet$NtAzsx~7R4>-f)lr|)eb;nh4;Mi*
z%#sc^1{xbyp<S_NDRko|%?5W)j#fDg9@*WJl<q|k`HZu`>5j4-r-2F7tiTd=)zn-b
z<|Hhq!bjpsC2%Zb6qEQ_X@AOamr}~ns{5uF7zlde)$<#_4-6J;xyo#~tol!dEXNIu
z$PI9i9<#}XCMLz@IgKTdmk`aNj2#D&``$+p@M&5~@;2M<bQcv3YH0l^aFTF7h==5F
zFiTy{TQ@q`j~^>ji1vQwAn&QTz2#bSfN!x?@r11~I9MuvZB(MYafA-ZjLT~(FF(C#
zoM8`+$anz^L*IF%<?dWB*Hx{>=3Td(Q_XKRL{B9uVZb0>b{iV_xCA5ugWe<wE}mrH
zuXvHS`a%WJ&4#}%Xstie=;}`3WJNV2CsY|nRer%kOPAkNw`?ce)RDySTye73Tb%bT
ztgWqu;=81oN3xhsGFA&5D@6D&5Q;a2U)8=_(B9>uzGZ5hOF?aMS!bG$;8TE9zn&&n
zGzczlhD>hb(tnVYZw#um3RBYVG#q|Cp0lbnQImVB9jn!D>7KJEl@t}F35)&2<FLsZ
zsCP)Kme1waMBTqVOqAbl9N9dgJXRR57b7v)ESaxGkv=Mn7sLaT%mDq|w5_%2^z_J-
zT-I<eH3+w*-}su2xKxkjF;@3_k+4rgwTqLeV2HJKYpo;V$&z@t$_JcWbW~AU!wepk
z;Whxzv3h^7vf=&y<b1XHt6Fbfp8vH-Rh21JDTo(@@ls%0qx&~QWE!#nGx#3jx>tmT
z^9~KZ)@l7MIVC*fuVUo&Z|imT4>kS`g&*q9YX#JO?Qi?f?rPSrnFPW~K3}gVC}e72
zdM8m)aK7nH<2^o~9+e?#HQMH?G|dVyZrr}{KjLn#cdRBVt@QVp!6Cvg-)#m}5ck_}
zwW`}~Gp142y&c-?HGcr*>Lo>zp8bs`UxmbBF{8E$XCQ0@hXgJ{DuD-2!4ggaR8LK*
zAeA3o-(T<k^%g&tD%BbOm`b^xEke(AG4)7>(<PD6q>_v?-IC|lu&Hlanz?(n5pEZ<
zD2>a1s$e>kTnl#uS?y&WGW&Z~Lti5Q`OzQR8qjX{QX7O+tiQYMd7Z3KPjW$Q3{Gd{
zVPtfG{X5HGJ)#SOxLF~BKw{V5mg+8xc7&jTcrlNJfXA!de8onh!2Bs%o?$e;2ShRJ
z`n|BR(d@i*(*jRXHd6t04HWLHIIKF%K1MhhMKcNDbJ{^;*E9qg7c%n2q}MJ}r6pKX
zA)}<ky`M;06+Uf*-3XHVVP-ay9YzoN*`VyQ93r`)%HUj%;_UmyY_b)zUKIf`sd+K<
zqMwP+Oi?A+)mj6+t>l_csBZ0M_d?S|Wo>50`T4LQ+gC`z|MhZ!u+}*Cv>S+6;Vk_Y
zL0eNtJyf|WOf5kSoZmAu;d0mZeehcf-qSm`>UXJ{Su+W*53+hx_2@gTt7IrzxNfpw
zkKI_=p~Q(XA0uhwJ*Jc~hMRbs-pbz&^Y=9-Z(Pl!`9VNyNdjynmSxuuy|lDc^1&%n
zRZ-EvOn}AfR_9I56f|FQ>^+~6Buni;fKE3%Un^Sj4hI+ffNtN_OyNksp}WM%(A6(4
zLz6i>KK_6^TpA)RSTUtPs@QJ6KtXF)af(VQx5#;WZr>jSZDE~Yvr?lYB;@a{$`qu;
zUx)(gs6@*ulfy+O)W~3B()irHv#=OYCcO;ppNRG{Q)zYaY8}!nq}sSP3nf|aAuOr7
zVCHW4Cl@)_RwPErIBj)EYE=VytKIp2EK@cl)3$r9=@>Aq*+@dEHH0dr;s)o{=w7w1
zPykj;8!o4w6&xygFLstKt63zGj8*_v7}rfN#z1DRzK;~7=^!a>-|mAL2%)8{6^>ED
z!DluOqYhde96%J{rKB8z4jtwNIHM%+?1MBji+aA^ERB5V$U_t&N~H2Yevzv=(r6+z
z7DB5kuM(zQuJIhM6wnS^?Qs@9;)JW6fbx46pkYkh@|@STD%0LdHC})2<ihm2r14+j
zZ0s}PQ4QU^loiG#jMkHQJYQLlC(H~2gF>V&yMNq{H0nM6;srd1uHH{Jl}T$c&f`aQ
zE2cT}<gAsP<PUT`YdR&c5JC+<Nw9_$F=+w)OSyODgh@pIt;Yk$M&Id5XqCq^N6ic7
zAkg9_*AaZzG!QA-!MJVlCz~Nwo`|0eT`JWQ^9a^8fby!PH(!XBK57+2Sk7@9D5nbW
zu`!^hQHg)?J{GEc3Civ$erK^=8;_BvTH^oIR6RRb6G5$iWnlU-ErS$RZEaOvWorZH
zXxGD-kLF1RO@M3oc($Zw)+8-2Bhyr2ce_8NR=oItB}~1Jht8NVOn<dZ9cl&SMvf_N
zB}`^jC(0)_NBe1R%zRA3e|ak^g6SPUxgVts%jys#5*s@~1GB)>y%zFL6M298dGKq7
zYhh0@0fXIu+7Xi?X?bNO*I}Gm%`V}Tot>DbM&<2sMK5(o6@(AXw8lb?mODh@E!VM;
zoLLpbstgzC5uMe-Y0ecSEw@S|7HF<!+9lttHEjJ^N17|fXEar?a5?A+N+6gm24crT
z>0)6ZND0Rq&_t@DrO#7lJ1ObtWb=idX#ts<*nHkiFaXwj{lyY4e;}DtFt{Hbr|#rr
zN>TfBkIx^ij;Wf7Q`cvNu9}@{&D`kQn?|@HoC%EhrTU^^VN_Q{;xe8@J?&X<wZ{CX
zN_u2y2(ULwh=RqRl=a@@?9c5fuRJ!z3Rz@dJ%5)$SdkU<Tah}<8SX6P+_nBtr7S9j
z&KqHL$&v@Umd*V{sdV6_3UhMS!E$NSMoNG-XXqEn3-I==yC1W1T$WjpR~`ap5JHY_
zF@s88k-tb`jP#^=BjVgt)@I_L*uAKV^S?gdGXtb$MYV!Hln=%q>YJOF$3?Isy%$JI
z!U45ajvL2R@U-7LSvV(F@bm*YQ+4G<AX<7`yYqc!+*@AL-j~q+!^>T2yP>K=;n!B?
zblA*bUBROGM-9jyy&fO_SF(Y{a^)qZ1c;MgzkbPCAh`n)DSnSKO}*+ii~R72HL=9b
zj%t3A$i`#uj7jN=-XzBeeGx78Qc@@>Cgf*N{kBj(W)c)=$KOvpgRPd-Pe<qkO-UPY
z&9(uWtJCrMv>|JGv+@&AC%MVXr&?9^qXB1JC}WqyU6OH2vxk0=mW6dyXIF_L8H?Wz
z3XN$*h;*flddKrqQh8zbM=Mo=D-3MZ_Iz3Fj1&}*&{qFVV=}s!u&_0PDi%0d`8#{o
z1zgDUM}nm#h1AAy=VgCiTlS?kIXSkh<|;kMzqHe3E@x7oj9&x0CQjKxuj;Q|VbWVQ
zdm@cOuICjOErQrvox#B3M*;;aSiS7O<IM^T8dmOy@T;EY!6F93rPNLd>sfU42)P}g
z`zaN$&IqL6Vt2nn!SuRh^&3I1)!y*T$gyEZv)g+;rNJ*-=}#Zx1=A)~Fs<k_ii(<O
zC<1;JUZPkJ)TXiK(^bdyQ_BHBYwhB#l+XlFWMvk<_OePl>kF-vs4^(drHe}CufU8c
zWDMT9q2asJ>!Y~`OE#xYU<wg9i)i|q`z<>@l`O8i*uQ-%XOS9Br?}%LPQUAemG&7W
ze-N9?^F72IV`B0MQ!9*ofvGDf3s5wdlvQqeMg9WBAT{=Sl3Qyq|FT*rfk>Ox^?ubc
z{85w_^heKMmNp8|!561eUGkIboX4Xkk)Za*+1?%NsGYqxhLVX7%}bp}P8oqINS|Y!
zruWOp^4^V-%1&JXzq+4fmmViQu*~opEwELp*9XswVJD*$Cnma>XE#Vtubd$ZCXi?-
zSiWohq8xG0m7~%ujQ5R#laBvw`1E7WL<|m(bCwf?9XA9>rlL#$FdERoV^$Ijmd6`@
zI(y0ETXCsI@kHXBwI3jTMOKo^L`4H095b+t$n)FRkO^KA`E|sO#m!6=JdkPAJ_eJ;
z{F(5Ro{5G#*XPYVU5H#mACyr(I1$h@!#Ns}mK|Ia%CY{&Q@vWWR{#l_$`1KMEzVS<
zOd5L7GuaNq$#kqvYhR_R1}o+tgC#u@OIT|-8L=ECUI#=*pKfl-Ug;l=xjKw7(Il6?
zTKqG$mnOAX7z@^8_sfmKVwGGwK~<jb$160e^a3YI{Y`f>s~%55BT*`iJ=xQRHL)-P
z!LvpY(lD2ouCoJc02xV$l6Gb|9JPVISm(q1Pm5U7=`8bP$8)uBVdC<o9G7)-wWSEB
zMFWd3ATuA>uoWxKU+qri0~Rdfnt@_aGdwX|wzaDWXo`9f*E}&~^RPKBa#xOnVIK3x
zIxRACsK@S$ehHQ$LUeMo2)`oin#1yweE0zKBKAfKU4KGh`B5Pvr5f{iqJwQz@X;pC
z^f2_wLt;jdM61d$;DTh;N;R%pY<VvynM1u~EfF`!Nr50wYEw#acOF>kl%JdW0p$V|
zpV|YWak`Hc61>vAuc-G8!6Ss|h9&b~2b={74a&~bs)G*VD8&=045^HD#H|maPPsQ`
zWhpX_2>9HrX~gXxcN4Oe$>BjJELU-#7WE}1!_vdFno^RIcDj3M(d0j$cb<YLQ9EVj
zsYi4Wcu?D(>S0V%R^%nA#4dL1_0NM3)&<lKBuszbo|Y<Ri4N+f@|snx?k7l^QNw|+
zb=%Nd@;SDhF(gnOt?oM_8$n!m-petGZf+476rzk)MLi$9uvN5ddsJ%XQ(NOC?zq#Y
zr>B=Jjf;jpMHGl#VQOXWG>_LyI;fl^Mu+_EzGiOq#rwtg9H=ptq0)--w_Cr*88t?6
zp(V+PAw#88%LS%P8MkDGd5Bz;Oi?;@$NdDKOI8i+oU)nRxclqvT=ss`Wy4x1W?NaF
z&qT8^qt)edU0<`_o;D9X<(IS3K@l;Sv=vW1r%Bs8e<KVzS`8r$2>!fTh77(iIASXg
zGW!&?K>Q@CK~hO^@tQ9rxZF!#BgU_zhY9E*C&uiw->9ssO;rP;?Rkc}g}3BR8nKhh
zvz>?=u`Ceeb_`hJ9thcKGWiqhmd@ylqpfQ8DFC0lXpo|GZEe?+ruBGK?BLWpVD=Y%
zT7(20O{W)E_#0hS$@<nGk^rhC`Te>_uUfXyw)0lpmzHvtYMChg2!569euyJDH*pY`
zq6vbf?<ZOyEh!==EAbOYi3A7v9Th&CMH0J7NvvATd@TQ)*$wG%On)go9G7)(;K0hJ
zF5F{3EW^tN?4ZQZAKA2EI|PRS@k(ARo_IrIn<IM3%l_<m`yng=qugr-+r4SR8&R-H
z4R`lfrV%`&2pP)o>7l46yn>UvHN5!G3)*@Q9`84&_i;-394pmjitMl$xfn^E;gY6C
z@rG5GhTno$U<q?jd9b~sZ5xAX2ee+mtDo(c40lu}U@vLw@&!v9fYxilzziz)-~%vG
z`Spinp>2P;)(*Hpk+Uh5JFIXy2H!ueTkl}v5}}f^Kw!_bKz!EZQZ-eNtXOzW)J`Qu
zmj8C}2l?c*9$>@azrtb66^cTq1!9q8C?6!c-jAxeH;!q<e0*Cc5`^0X?uW>})!^G+
z_p<MD#2t2{MJe!YiA%0o6PS$p#|;pQqVPSjzq(z%!)O4*d%F`O6@~F3_}|&iDW57h
zI}V4jv9XAIjNEONAndJ->wC$*P(eFx2k@jPnh}XN$t7E??I*Ca4Z~^|m@5-XqU?!o
zK9*}PS%pWWU>wq;SxiEr;KfmsmbG0aQ`s{kkqq6OlHPIbq(4d#Tt`oGJg<tR5-&J#
zEtjj>jx#L1p7skO>Gvfn?DuctVMoAM>-OJsi>+CyOA$7UUMDK+j5#7(zji3_n_hdo
z9xzz*#g{5X*hzBfG^vhokaJNhOzi$PU$0<sw@Jx1_{X7kSgQ3qpD!CQWdc4)NrP<9
zoBF|jWlS51SL5G`yI0=sh8x(88_F8|RR*s3I9Zg<1jLY4fCLo<Gl)<wRMy}=d|rq(
zfu@3`EhkiC=Y**P{hYI=f-GuRMFJw?5b-1LQRR8_|Dbn|Ao9NurO`|3@zNI*69inA
zJ=4W#_)4}qkeui6mrXSyR`b0g$2kP00(*TiQ)kdW`9zDLDRO(g*qylbhOO87aLr7*
zW@VQ;%7ILWOQj|5VzFllH0C+CgnM_x$<z2zdS$)W&@YZVI3{v#8T}^FLq-tG`wSjx
zW1c$_MN`z&*0wUaGZqydWe8L|0nbB0>RmO1Qnq_Owkl@F0rI|ftzL=5vb7x)jc|%8
z{=*&a6`7Rt5_fmOz-+gK|GMNhrzzCJCyrbUCpMGAmrdl)g3#_)hk&2!WBkHz{gQ20
zd9;@*IU2b;<E;^mG6o!OCY2rIGFdE`eQZ23{O9qjV;eWffTobL=&{JCI%0?FZoUq|
z9EvuUUixG*y>P1h^uYUh3$veoLnXK_`?^83j8J*|0(EX>LyyCJAj&P612ur6`*=Tx
z;;JN7Y!=&}L%06Yc<NA7T$ebI#FU@Hov);MTR(ufX|#u?7Uvte`%zeOX{3%XZmB&k
zj9z-q)%9X^&Zoc~HjR|asl2=#tO3D6=W_ked8hk*z-HL|Ir8}iuY?~SNLgn^U<{nb
zZX(r}&ZkMHFT6jV2??y}5-^vAmqGSo&HnOlqfX4Re3w-<Cq<Y<fd6RJ@#6aeJQ>0B
z%$8l;^lGzhhX4HszXF1~y0#?H@11V%zP6sJUq>UQ;f%5i30mLg!^ByEhqQ7J1tAq7
zf#J|%kaSt@KRKxtXJWa8bZX6qEMDddW9Dz1>4MnQ)znb@yw{t|10mr1<8U#BXD9S(
zb-U^y^*5x5h`KM_Iz#FdYiYOuPWB@Ow;;=Z{PLEi!$vYO0GB)$8o}N=@{PjTdigC@
zBI$0v3PP|%s|y%!QoD-<@9-g%8&$H%9&!ynz+qpLjT6iC|7A2l(%*>dq=AP21F883
zzx+dL*jZTF|C7`F3zhtH^S^K!R;K?GPV;|L85jmp6BlzM6A1?c_y5Lki2j4${BPnJ
zqW^|x=Ieohh~Nh5z6nj~DBakGs(#Ifr5|1Y=&>z<-JzUj6!`}ERO&%yn~cM_JHdX7
zE;9&eiW8WbwH1YDDGL5@5Ah+jNF$~@oMCyuRUCjbC-%+B-wDGpm4to0hx-&?WE9aH
z&HeqCqaXx(Uigbw<o}OReSi+YrbRn%|37v7FV+2{PG%0K|D|G<f9w6fs+jdZRQx~C
zu>V%vI?6hci-JgAGqq-0%87xOnOCQ;AY3;GNZve9FT1aXcIa!W)1Tk^&ZaX)wxF3R
zuEnMm9uD#?PV&D-gCZcLnHF}gAJTmiXYKPV5hd~oC4LVsV`F61cMN(81E)S*)#3fU
zlqu*cBa0TRjH9rTO+E%a1bc9o(EIBgwkG_cR%1>Z=bBY>N;{PslIgy+oX*Ra92@^9
z#f3s(Mx*&Wc7|fzqRap*S02rLQ#&ti?EJ--Nm2Nc+yceSi%qfc)<(Nht_gB~tLgN{
z5Qm@=mqGa9L44(cBvoe(x&RI#<0?W;UHuyAuLB+uUMUfs7%$o%yme~Z$4+vbRM8Y1
z%L35wasdq#hHELMzpeH-Kr??ma}h9<egtv8VNIFjMqMPGvfDugADg)0<-m;KC9&E)
z5Wn4gmGX4^m%ggIf=z+=^H*VTQ5LJ<tjG*;V%`VZKi<Zje&#w?`AmOEb4vNt(8NIc
zbYss-mu5Q%bINMfpd+gF;eh;1Tu<1b32-5^3<oFvH7rG2RO~PgH3lQ>_`?c9yNGc*
zf2qHE-sc56gsI4oO50gg0U@1LoxUb6fVmrv?iDyt&!1RjcFGQRu{EhL9?N`a7M1QV
z#WXTjEm1tuFFX@Dc&LRDZo&KjOAVx7B2-3eeK3Y#*ezr>MdBP7f%eX%5L4|}-2HqR
zb(rzs$0q3Uy~s#quthXl5ExM)KB&#@E`WW5S)O4p|2`3>CCy&`52pB!iTz`W0BZEV
zOp*D&nBsq6V1<7%Uj+k)fB5V_mI|P_N+yoB&JIQ<jzp|%|8Yme7C?V(oB%ieEh1}T
zY;GWI>jtCs59{S*WhP?dV$=D@cK^+#{}u8-8#V<8TO(x?Cn7B(1_e=Z0D(4f1Aym$
z@n+$F|BC$kSBgmIzmesCDvgLEGZE9j;57{3n(04jGe18OgP5C>gt8L=B@_K4DDjWr
zKR_Ii2?<A5A|}rNyk-Ib?SEbW6G$A8n}0R95==z@mR3;#g#3?o_aBM>gya82DrL=1
z#QJZ(EoIF?#QGnR0>u7HZvO||&ielbx3jPT5c_}Pb}lx+Q~&pIJKO&eZU;|O6~i4-
zZ|6Y=MUPiPvic#|2h=C`LzJutBkl@?Iv%Mw>B`jg^h(p=RJ$Fp5y*QsPe<bb*K<~v
z>otX|+g0NvpX*(A`gbSW_3O^}gMcisEO1YuU^0y=2=CX4>*5^fGTJQK%g#5e^k3CH
z>OAUQ8Q^G?>4&)<3m7vPv!q!|L1jVZ-gFQg@~qQB-z9+XELHxBUkTvL0?sPUxghaf
z0SK0-*k8Nc`&!8%VawZmx9i@6^M{}+79hJv3Y@5TE2Sle_USDqc(B`vk3q=k$%g%?
z?aF2k2u5OmnyX*!n%2TGReL|ro}1cr+3!a|Y=;KD++;)5rYu+}>X6%q_3nGHoV~8>
z0tOahY~Drmdm}hcG{V%8(v}O^NGMxKSx`Z+aImWj#b&$vekqMkP_&sH*0D(kN_umJ
zwP-%>QQc;<y9KgF0y7klCgjjT84FdN4tFg<Q5Q^6KNM`u>6sOSxfs;c1Wk2k-vnkr
z&d83|Zi{VQuRg9jZnZ!`0+E?|A^Gc2sWYeX>*+UBEu4P|6#0pVdpghiW_RHVi8vsK
zRLzkcPB3X<UB}<6Q-<UKiT_jH@>GDbL8T$@;0;v6mz!fHvpfe6h(u}_4$Mx?>T&=L
zquO#+6&%Rhty>tg(QY3I7X~OGT=>Ziu(i&YV;T!{b5?8>@eq7f?sqk!fZLTt{7!1A
z6+1_s;*DNq%%CNQ)6p{=AibL`%G3}JZ}ZXneCoS6@zqlSo0phJmvvBik_%qjTE4YA
zXg;^MR})I#+^O>6y0r4T?LM*5I*61xfCQ4{KxJwyEvL1@Hv@~AT)9N*;<vJ^^CYFf
zHvG|@wcp-OeXEsPvZCjO02!sZEXvkkNrKy0qKb#3oNAs>Zpi_I^b2;HI`MwlIsW~v
zkz9V{)s1n{{&2cYyYPn*3l1wh9=9odASL7tk`|Cu4f6z<T)RZrU!a6mMEl9WmN;^V
zKUezoaR(_Ie<ng_&KWP)1mW!-;kKYOaBZo10dy<srNE|mX2s#ku#Id7o5ud7;Zo*S
zi;k@&RtToyKYusXvqCAe(@fCw@V*bK8e%<Ir{udn9b~T3f+GKq#^r-#cP*ZC+7fC9
z_GPLu^nt2bOdvI(P!i&a;@cj**e_nDMtpOcytm@R+|IU7Cpf-zy$>&maUK3>f$ang
zhznk(=f=QAmmWL)ffn%(5)FsNqz|$|*lKpp+zQo0#N$Nr1>He!wwy?zD_Is15n<5l
zwz7BtIFvIvY}t>J^jd;!);fOImWQe90Z=u5GmF)EN_B%=dfweuhwIMm{7L!tV)lhJ
zTpl<#U3$+69LHdAiV_Go3S`IQ(U&F2*<`=<M&-6gg8NGOM0LOu@9l=eRd^om*sLLc
z1EO9B{c7npcAM8HMl(8G!$+47ZAb@MYRyi&-6Mrq6@IJpJ3=?%qTTy+c9<mxgKh^o
z{~?FTF-7F4oz^W$hr>WwdJoC{qn4|xuqtv5%o0h7#pju&aKT_-AS5iGCY5cC7x<mP
z-={>%-#JS1$=r^|GF~!$fRi-{C%^T-c%Lg}PXNnc(@THm@_8;V?)wQq8cSv>PL-E9
z8jmTSPDx)lDO1n%=mPw9i^?;HWAPHzYDJEw6OZe(wR&w1L-*@0x!qZnpCm*ed47>t
zt#^#j;fQ36?!2?+x2QdIKX(j$1Q+6Tf9|71a1cbln9sY&)Ub~8A;Z;5@&&guRPs1e
zBGZ-F3alB;`D-S&^ayyNil-!Wsq?QHy^`vr-lcwhbZkq-a(ivfg>o}c&l|m-iD1es
zzS!@xN949Uc|Z2us{{*&a1&lN6wTUB=zcgp+6}>aAIB)iI_W5tTvr%j7Si>wQCNAF
zeHP?W+F~vtXyJaDwG_)gYEskW6O0Zeikvv3Ap{CThoi7QFJbBx%O(@#jV3NkQM$%-
zo+|&w;&91I>uCMl=(Y}JrCvB5OIJ7Nwmm~L$6dBH2JBM2<3kOqM9p=5W<BhbKHj6d
zEs;c}TO_(HvsNW*ESGy!jH&wsL++E^6^Tz{93i`hJo8!4?H%b(BOS*27STj^ocy<~
z-(y#kdUq^w)(F!#t2KK(dRa^C%^gO7UWUfa?fAMCD-ov0K|LF66CD2_F(TBz5BQJi
zgT_UWI*+_AdtU8VmN-lQ;un%IrOtg@Exh)`0GB~&xqx!z>ovlbg7qMU2DL>=TU!Uo
zOa>EfEI4ac;-AO<fs@)XX_~Jt{=DhQ=TKWTc@H|SFczB46&?|GFGfRDLZ7#no~aRZ
z{dkj4#`s<;ChIdN7huS@Pj^DQ_pv1U`%*$*j1yFQz?3*O$Cu0V7|){c)!}3&hkRt7
z{Acyl<MoPwb%m3KDcjVQPvwUef5G6w(9eGMvZV;tY_Fpubv}u3BjgpXcLkMxvZmaQ
z)It`qg*LUYU1(QsBuH_au)r6V_Ze*=%CRjZ7b@Jfb-cX3Y4FrTF%&Ggtd74xnaEGO
zQ+?;qQI1a$zXTblhA2rn4k$Dqo{unV#7;gOhw}Z}8$)XNq>uCJ7N9u6JLsZYEy57B
zV)cRu^(R)c+eK7@X+p#m*YVnrqEX6JL2)L5Aw>z2y5PWMI?9?zeCB=g1wjhID#8=U
zrH@847TS3RQK#P^uYJv8ZIybQO)-CHq|rG(eY9N*Q|5Gj82$np%n-oNAIzPIMyIc_
zvJ$XAE&OJ0w5-}lp<Lyp`D)yj_=U?~bl(3-C0zXiL<9uBTynbx)Y==p0$F{@>r04m
zScX=`>iTZHd3>;GRD1%(KmxiR4ES?m&U8<4r3RA<m^rNWkotav1}X1$Qu1klHc2pW
zuNl|pi_u>Z#NvDXVa2I@VIv=G2ATWq;R?6qUa3bn@WGrp4M#SWTjV4rdy73uTLFZe
z03pRZ1NZ%JX1$hRc$J3mmbI#WkjUmpYpd0glDAp_Vub~o-7YN-;<RNePA4C^f*+h6
zPVsw{1=H{6^#RkZ0Il&%f_*ThmzJYC)ZEyZ#a5EzA`6tep}&$HQe+Hs&Zp@U9J4P^
zT0T%pL|Z?$eC1S*h^6feQta{^U2-%X|Mq8yoTw9W*CLBdi}e={o~c&uHSImgdaC&Z
z=Q2EdylS;<nl+oWbV+CNxL%bT%BQb-I+1$SRkT*qwB><m$umA#MaSusb}($tV5DTK
z$lmbUnO=OBLurHF&s>RE#4QB?HNk#$zMSAVfgF8nh7QYrWpqt}kVVc&gf=5=gG$G_
z{r(#wa?-gBiF2Ge-1qFN8D$bQcIKxw%FtM96KPB*2#to{wn10L==OR4sb-|r2etA0
zREVpZpa2Y1s8Co0I67d~s5kn@CMtub(^|c8lB8Rb{yQj$pnnj!G6;|m*{^ypG3|K!
z`9Z1l`QPl+A`Ql)Z*oJfmvAv-;N$=Y+{&14)d|eu6*IfX&uOP9gfbXP@!QLs1&p8j
zgcArPjfKx~AmFp29pKyyeao}fdp<H)SWtej#4kW-7o0BVMq4SwnR!jDE_z$PG>j14
zVo`oRWrIT6bzwE#F>Z-7NM|bnTjm8#)CG(UC^$oec=4anA3h_I&+6E5ArOhREU+6R
zj=JntVVY9RoTlSBQt(O(7H@aG5vis13VlZWn5~j(1iVhhq34@PY)$dUXWj|Ou~Y|j
z41^qsLl?U)h0jfIp-uMpWx&XBUh2BAdr6}HefO*_o4{VL9VrC^crt}njLso*IS`3c
zvP!UBpL&s>-2Icib&=|<&HN44ZpeCp<b7PXy^K-bhs{SbIwVOk(4TOu1rD1X_q~}V
zDEvCwiRWBUyIp!?YGQldO=s#SD3HJfJc~H<4Y_eRfEofppc!-`SrF7*b_pcOV5E21
zf+A4Fip@{PYq=VZJ=#Ub?oSSOkC-K53B0Rz4_?GZ$E9W;M8FBQJ64uiXny4lPA8^v
z)^g>o72Uh!nzLJCLKZkz-icb-T?F17-aru4Z1}1X3M~=+pjeDs8xrt?9{rj?$a=S)
z1J(e?f&-ki$ad3LtPD7|`oI^r-@CJT+oaDY4a|#j96=+oeQh(?v*1$;OggV?@G{X}
z6}uZ5bi`<@AURz(e~>G7se)ksW_vV+iVFCY|NW39D(7rkbwLtx6iS&w_BMM|<O@52
zSXTUx!#vZvRwB4GoR()2-K0;@nz$_xZH#iF^FRb8BZ_`l9l@}qD*I#0L30A(G;!(q
z6_;7BVkD`_YWajp04Zu{ZL+W6EK(=@JK7a~XeHLh9T}*bB*%>aq<hYJOGa5wLy{=;
z9zs1AZ@_K8n->nbt6L0;APK)Fmiu!Xzo(qu9E^<6$)Ip}z0vUgrrCPunL2N3_v@Kf
z8<t_VTaUxiBz8j?TVlx_Q{gb@V)_pSkW?TS*$UJ9irB4jQv*+!Sc(=w;GRCQIjro0
zeCQNu!$lwvAlM&ZN^q$%w>5*1o=-8#lJp;k7%>X4afHw&qZx%GB%7<L_)r7~@-IAl
zy66hF?9!lY_fhzzAU^2>afsQGR>;W#qif#rdkt(bwG|$XOnqfvC@-?{Cj-75;T1Os
z#VBN?3dlb|KH>Uk7~KXv2FOLefBs0~1OS$L%E-(MgfrdgMAB<gL=0ZHn>Yr?CZmyQ
z$UAh#aQ3!_6Q2f!_(aM=F?Gv-Y<(MxED43UE0w^C|2GFoo0iuuv8Dtg8QBlhVm=&U
z=F%@`g5NFqa8@V*1NRBuzv~4Y;KAhK&gz><X2Uhy^<uZ?Dclfi68<9Hj8N1JCDF+_
zH7jjjNlC7nFDBS=GO}0@fY^C+c}y@YxEMmC&oJc_wDziuizwJ{#lxnlw;o^+*k3M^
zlOpDzb4CQBuu)p0iuG#H5c?rMM$T{?H2ZKn-0yqO6-2L>^%SGRlIPtsJf3Np0Hagg
z*kQ5i$1$+X7kVOA+CuP7%ClK=sb@YY?hg)~$2#kbr^jgel`-G!oxRdWBO6MPrb!Bj
zbodw6nlXA)w!?06`a`)PvJ$K^^fPD=phtL=4OUyIu=<A_=F|VYYtjR|25!d6g-AmS
zteaW?lLj=Siaz<(s1Eg4y<&#uEnKpn5%Y41Xm^f`j6_=WO=R8E^7mNUpLs37_!*Th
z$b+@0OoqdD+v{M7Lxw_~l^~tPIGfK?PKEyYo6<X}R~dxLkBNTM2%BJH^Q2!u$Vwx}
zF|2W+up6+&=MiL<3P9hjZGItf4U422PzBrI*WA`%n=Wkzu;^uF3zvEq)pj_>5LB)5
zil@1coB4L~JA-Z!4dAL4@dUK`WZSsSz+c2n9`QdmWJHr%?GJ`&8M-1eo5lsoPCMJ~
zPNvg;Z?!+x7yh`?YHK)RZ?oMCzm*xAM@GiXK9_l;>eKmoXod&9{bEU{UIP_M>q75$
zBa^GjOGcd2i*DC8X3%+aGuUn9nwYDk60DO9i#%AKSEYq4A_ff<q2Z1e`s`OsEWVsn
zO{q%mC$a$jjhZ2^`kH=&FBwBeK_V>(IEbgc_~+4Kb#&)!yGiCMa<j>OidwBz4y)}l
z?=VavzciNZrd>YRUTGcTzT@b$n1CO%KVJ+YI`l1=H~5Cj)*kFNjzQCuIHVg&7Iqwk
zw$d;!UP|i}AMpdH3o3iJl!IcQKkFoDz0It3zikur8tC<2xC^WJ{yCgfG)Q<PN|3G)
zSg*3C3GpJUD|;^O=jPE*SL!O>d}4o-ao+nMLrd$sw6m!-8pw_6zvm^OwZYcbwby!q
zGHMSD^96$7dkug>W!(2*qrK~MCQdGRqpw*F3T5Qhp^n2K%4b!Z+0c;x;*QvG$B>e9
zbTGkihGF@kU<Ft|ghFr3@|xM*7|T-Z@B)%CJ5{Gr!l6ZTv<x9)SDeFV+1!GLkb@c}
z9<bj)gCfaMo9zAh_W0L~%w>tfI|(Wa8$#MHuQ4@P3E3NjqSHPz#!*K&0=kTK;`2|;
zW$apj_m=mZ50~-wrPwcr0LBXs<0pF9C%z?1a2pgCO=*V&LaER)hM)%I7?}oPPWKDg
z7ePaap}f3&5haQ?N)&wZ5CrVw3(me;Hp|6_lxcyL3hQc&*J7=es~nZ&2gLwbwEhJp
zJLFz)o7GWR?-YEp>4Z-CK1X_U5*&RP|05#a5-gw58WusYevqM8q<(N7(k$o*1Re~K
zWbjA3=PcJC0~cP`$K#9v%$qt3eoqbr+!vNzi7984H#=Vm61!>nUHz>bnaXKY9vHxi
zBRm10kMI$ggMmDPH;as17{0f`dOL=uqf)sXnmbWs<?K;5NxYzphad$hLh>*jY6TFy
zIKmcQKQ|~+MaO*?CYQiSv)^TSVnR`YWuHSE+{UUFAXvl#<B)j7b~EDFLPb!sK;>Xt
zP(R@Lg!J<v_$B$o@c`{CH1h#;xpPjDyuYXfw4};?XvVUm9yp9j44|_*<6;_#!47pT
z)&w<&%S+xVzc3&NJiH>-IS|Fly5&t=1D0RdxlMltyP;1Et3Y}qcvuT$gTcWQQv?K@
zGZ3c0I5#=gMJHkqm_i|o1jM(_zSlGl8aPbSE*~zI;su_KswUL9#k9lz9D&IJ+Njcl
z-_9U9bY8{ZY=DmLs=ItBJmaT^&Kjh!yaIIbC<Vw_0!2OsvbipiL%dm=>z70TPE?N~
zVMLe~;|DqZ>qom{^&f&7Tw6{Y|9Oa&A6Z@3XP1v!>bBb@D9WD=#3%)H(qbHkXApW~
zs&MM2EL24As7qRFe5j9AI?=aMN`m2eTtcnlX--gQ1S3Q3;~m!{oEYhQku%**1z-yI
zD|vm)v5q9Cg<!fdGz@(ykdUiI4wjYBF`fk?jK=h8L<n^Y#To{Zc-94N$bXVDC=mA{
zWaDyAK8|QVK)nSe_tsY+zisxx@nD~GqM0PKS&n3T`r8jJTmG&Is8v4KnNjIgzTUAB
zS_eKKTejT%5wcuD($H{#c9fX(t*@O+v0I?i+X&W(TT`a8D8o>$E$1qDh=XKc7T&PO
zBoLV))k$&a0gV&Y4eT^xCnz0ll^t=@XdQ6~8-u(~;((~m>||p;1jo*6Y^|{rt@LZO
zKnb8MHLG0s=welL9u$X@7i4|Bp`JBoQa6Iy9EoP1!#l+9Jc9z9;bz4d7#`{bDu&um
zp-Rl#56m1<t|cEA-Hn}nQHMoF8NkhVLQ9y|E4-DO$tqbune#0RL*>u6zxF$aWsOuN
zNl*hwgcl9t>3V0zTOO}-38xiR^Cn*c(f#5&8_;v5n)3ubDP5STz*wmkbla6Uju+|=
z%K0-TZA~px2w~B>z+fmbONJ@f_YSbaK+;HHp50}x&zgVngS;y@p8TAy%vy}4WvkTD
zISG0|d~v7XUn-ypa6b5H-mW;!6~hYlO{%bOHpsTfHY!BAjIGWR)l&Y&9LiT5GI``a
zfXxGXHm%!!jc35V7oW$NAA)?Pu<pf9^YCea8{Bamw<Pfwy$Kvw@f7QJ02h+f8hV8-
ziJb_prgZR8cw~Y+{yD^^jN33#UkB=s1jmc{?RFz)moGbWlD`6UkeG%@66%yHZa4G<
z+ATD6IH(e!6a&MuNrvTC$0jC83-v`ew~K8*#@B=%4w7mr-JM<{74u&<eFS_mao84V
z-y$cafXV+#WvW?Mb;F;rQ{stIX8v_7QAEUJoYh2673}%=pjDO&tp(Ib&B?Xm0x-)c
zGl%n7ZK4p~Yh-Z(|I3q?0r-Rig7kpMZ8tTALDVq22_2$|-H_-BwM*)aa8uGNQO;RL
zIiG&9EcnqOJ9pVYi;ZBcy^2;l;*8$dNP81|cc1BXdud+L&i&P)iJy63?3e=>n^aJW
zVQ_=_!e;w5cs7(I0>19>klMi4q9U6_$8~P5Kn%nQ*v0`Ht(>`_ZKD*thZRtMB1iia
zIIjEp1gm#v@UFTy#0mx2z%#hu_PJMg(PpLl-oI;iHxWKa5XaRdRfdUEsJa!s!ro9*
zul0@mM)EDM+7p&-u5$c590hUN8e>n%0#I<-t#(^o?Xr5qemxDT8?qXbz;!F1>KtOC
z8|;c82@c2NUvpI_@JriC+N;4p_{qXw!}P$!j$?6|yzn@_QzP&TFDzy>;fnxX1J*$$
z743Bf;tWt$ZG$ZgcZt;S{6l%&3pIg0myy_92>zH=R6lV_EM3>5pH2kj)e&Y=KZi`d
z+5iOAk&IiV#05OWnQ_aWUl}^1$EHBSXgrFel_ZG7dD+e{{?*T!&jv-pjA-tJOz&bz
z|7-{*UTy@K@;3t8jGk=B>w=K$-$Qj$6DBbBn=Iy%7KuG_ne!wO(IXWS;hbH5x6QSu
z(cIoxq6k43EUSCmTQ6L(Up`o+H!!62^tx+ja#%xH$e0CEs@9VXb$MVb0Q&BIW+`0|
zI$%mtiHa~dYDv+cF={ROsBNTa9&bjyewDJ0?F<OQSr)rpwGU6w98EPB5OEOVRF5DX
z&>TXa4R>y@?<LeEeU^UoUUghWdmM0o{iX?WHAvk6xR4*HSd(SN0yIyXX#T_`6d{7p
z?4F6~1`~)`2kd+_m{Pi9KX(a*RXe8#fc7x%?d^_e=bmx~4!Z0a9k3bT)7w64wCZgX
z4L8CilhUlk!o`K$0Gm<dLBYevc53T~qR<s8^w0JV&-DP*8)d5h?LTdB)hejj;-Yh6
z?|Qa6L}ODVpI9#^11|f|=s>VS%$kZ0=Vs#u=&afTOWSb1ADwi`p}zsYYLqBP0UCD)
zeb9lY3WPw}7(-J!9ry@K3ql-+44CRALM{sTh@ySyRUJ_=02H&<A&X=6r95+r)B$s2
z6Pw&^hpEtrp#`2P4f1NW->i$-E;<gDDhA2F8B&%3FF4=7iY;*z-Ovw08VrJTBp+Yw
zCp7<V(!8&jQxa&CAj4;yI9d_JP3W80FIz<tXGhXm1!KaqX`lQZ9K~2)fCm>8l92u;
zjQSyKTyFPU;V`_Qvrk!J>@AhU^2P^#;gM+&K8x`rWb)6kt6Rc@q9LN8dFhZ@|B(1`
zF?y$=e8$G?BeHyl*z6VJ_tvD(@AS1XoGe!>_p8YIp;=ddL@#vb{sB-ZBG3)^EMj9Y
zbObF|r>`rP%`XLb7=)yUTT0TD?4Jzw>@;3r=ot?vHz;|7NGm_RX1ns3{4j+dQyaHP
zc)EiAqH~KJdZ2}S1#^g$uX515Gy`<ascvE)QYzLds!u5@1WKL}<Ok<hx7yF9;{thG
z`4UNtqNi4e*@YxR#iL)XQ0*3pLJbmFZxY6jBo+iEP~h_|3O)SwsJ>K<Ap?yT;z4X(
zGFK>G>6l-F$)FjPKj;L#*b1$5?0)_puoSTD1h8bFe3k3u7q<GsV06%>V!Y9kLgc|Z
zL-GOJFgn{eSTjFHV=4hRd~KWWqtIC-63m}MpjJXWeed?I!$Wg;El;v*GgzoW*BDg!
z>zv$^TcJ;Pnf3AOKmAdJ5ySKRHG;fDwQ4R5H-)w=7{odtuIC1CJ_Y>)8#ui0-RC(}
zCGoO$MOL^^$?XII-5{eExGl1hbFzcBo3ws1BUXaA5U3hfhSGs^baa4>2Q+1P;TN8{
zSn^WBjaE_`vwH*^S+^)O%E#L+Bw=Nf(n2&Ygys-@XM<L=S+VIo8KB<_P}F}FhS7h&
z$IQ&&rZ?0p6t|0GrUFsejqWupB$(z&-T@-fSgrWdtL7zM7)IXVOsl!#beC$5gn;lQ
zZ`QvR%^TEHT#m^3iBR{v7v@Gy<AaPqWzW0Mjcm>+PQ>O%XZ3qcluVix8oQHw9g4&k
z-2=KQm4xva*S9**-{2tE9#b3B8p5%U>MuLn2e)U7D^-4Hxq^#d&`trEP@}tN$^AR9
zJJa)(PKT;Pc+>e-z;VM3`Y5%fnnZ-dvXYB@0=TqOFfJvx$wu%EP~x@E+;Gl9YQ0CR
z7__mq^j;uXLS8G&cGgh^*fNN59*xL15>`|T5Iv;JgH+uK)Js&r*J5tB@~AQ|6C6w!
zmSSfMG`S!6!12c94VJ4ow7CCt;>2~B3X*@Eo`W_B`K(m`*?|59zjHd`Fex&J5vPpg
z0Fi<)XG9gJ-F6%g4kYXlb)U1rj9m!YpIc#8BPjU58;jlWl}^zCqW#z2#4vs!1W$Rr
zzFU;yCas@;yQ;g;$gI~}%aaKe)}Y-2b9$Z=8mUp0OJ)At5u1^X_b3u$)I$Hnpz^oI
z4-a%*Myk^^8O<L{lO5rd3ARb(E#ji(ikI>OwW4*wqYpE~g^G!`05NvUTS#d5T<KLu
zx{F_$9#3tO-2}^tvodhO-gh7JWhX)<wz0cb?QVtC8}!3jc&Cr_$;EVlGz#6>eM;XY
zkI`<0Ss2oq9#Tst?e7W5U@|;DulqY#Y_?Mucv6F97%(9RJO{_^_^VryF?F3P5>-ra
z3fm5f8HzC`uZ-;lDGIZgo+#uTyoB6~IojiFrcaJoJM&C-Lx_Xms^KBv{Bfj!(h2Ji
z<4~zsSECFsWd>59iHk8I5?P;bmg-Y(M*wHIoO9mKxOh@#yaAsygz76P+)%9JI}_Tf
zc5rm^y3qEn&(8r@wyN4=dm(9gDZv?3->=)>^S&pXZz7~>G6(vJeBLkZc27{9z*Z2j
zQCgae19&b!)DhU+!BA&WFri}1(H`q&v;1-vDE%G#srQ1RO6uG65nClnxN(u#PwtU3
zXUi+P_8~q`zO9FSh}kFFDmiw=-2(KAGon#@ZlmgEBto9FFs$>5Kr@DODX)n<ASOfL
z(j$F#TY}$TlcmdGpoK}$Wx(yZZkz|}EjDg{>H%hmBAkN2euW!-kRmjmz;@&8nO*M{
z`>NoPAj}8))Kd)wi7y4p=s6Azh+gEBPy=m#LJ<`~JY}OZdfPp4Z2JD2+e-0kozi6Z
zKg<3$(`uM-Dc4D(lOvHh7>~7CoiaP8?MVy}`Zg)lT)1{+P})v=fz58Wk-qUMSRkLU
zD!L0{{n25QeWp<>Gkbm#JjocUO{LcnZg#*G<^_<I+Rl%&WLkpDUrsi7f<4rVq(Qhq
zY5I62vcflj1DTJG^{2Z%8ttc9!95Rm50bepLfva2pOl?WrI1+baL5WVjq9ZBkI|;n
zX@V1txXbgwST7zu8GesIizW<5gQ!}>VzKvoR3`Bls?w?}H@fE#uz0`?)mN155-nh9
zO?0Wnv}Wh1n~h_uQ}q#q8szMG?BNTGUXE=5Lw-Ojt_+9~6-2lIN5r2G6f4J-v+UFU
zMpbmFe<t?pC3ftKsFV*ov0*t6^%3(Y3qvt5FesyvWtfZONdl9w3onq*=E0=n^wqc&
zvFxR_3&ivsvSH6w1o@;{R(&Y0ugp?Hpo(WRV$Yi7GggVixpUGWbAqZ4cs4fUN8I5(
zQ1yckRG}nXlh5;0w<ggex-i-$!iesK96Ykxgo}H2&xeTOn`5pI+Ap4bA1u!GtCFDn
zhyam7BG3CCA@m8LQ4)h-n?jzc?Ud4<T&&UQs4fdIKd27~?vLGeMjpOT&*n11fD`%J
zymE)8fh>{B3hSo6aGxSMsW%$Q`SDPsg~?3vf_yY{4}+XFq~)QwQ_X|o{}5k%<mG-E
z?t!!y@4|$(&l*es%7<kIvF=#~WHvc_9S*B-cxd8|b*kWW1I*Ow)pa)OZdGNTF_qnM
zPG7!re|4Jm3<RD)AszK$o1_|`;16;_>ps$`KC`U`9lXDz_D#Qx+GO|&lZGw)Ss6Xf
z`YhU8%-2Es>1;GN{&dM>$Lc)6P%d&`WU8H0G?oylV@75db+`>|zE63Rz~cprEV2t9
zRFT#6P}i^PCyn|W8V$LC4h?ga6Gv`mjK{|K9E(5fH+dBJUB284;y=l_@#!rHj<h$P
zh&Bg|YgbM7KmE|hyP#8ROpzvs52X@~_+mYuF6`ZC+w+B{G92gn#p-K(Z}-U;^&L>r
zMS6RhbhABjR-(8AXmS6Z?cg`;^~psdW_58J+}jTT6ET8?02}uPg*ujqLRbdq%{lI0
z8m&;lMBrUwRHTYtIGmk4ll_wl!7~qMAA6T9KVK|<tC#JrcOcXSmq;b;O_TdOi#NFM
z8k8$*qze-TC|#4fk@(swSwvj!C>}GKhB4Mo(UobPYB9VVJN5QS!b&KCfOY>&C^ykw
z#a(;@aIhBnQS;VMR)niF=KEi``#M=K5NT0P%T{k=UDEz!ktp{kQ?9dcb)}3FJ`a5o
zQ<;D2EErq)G<$SG^-7{LFRr^j31~pt+-1X~#Eq|W4Yx$M)*mlys{8~HTve;+bbH)0
z-J}OmcPqpa(>r!yR_|=)dasCWQnc|{vKVn8+ThJ2Ye3md4Rwy{5Pk_r>BEryN@ApU
z>%M6?4Jb9Q<d16sdIL`ELh0@g6Rp?Jk4=KJS{(FG_xGpPEqZBdtT#}<3GNl$XAdCE
zmPp&*3eIsQaK-lueVMqVd;wOy)DHmHeng_L;)R%2m!tw!C-`#tSoY&?yun{TjW8m8
z6O>72l@+m&We*K|=nS<_POMagTR8g>qy;k5CStIZg(aZVO?=5&K&ibiZX3vg;wnNF
z)+wF_6*XidV4NpA$c<tF(G8PI6Tlf4_O|2(42%v~J)cZY8AE6Rp`4*MY6OGOSEe&#
z8xe+KfvgGIYgDC1w{Oio2B2uCtNDq6mZ)LC{AtGU1Ry^c_`m0uD!Xys6fHH{(9lab
zA0*%i_vre@1T2q#beQ#qRH?v`)?)4sIP|Y*cEYB8+6Y73s%n1^;v%UFmKO>-Q``FO
zm(o3;Y;r)#v@*(-i6`Z1`+>OYp0#L(NQ4c!9TY*?*SG$86C4?8CC#82G(iq!Dj3aB
zq1AS$nzIB~)8Q>1ng$oQ3p`}!2<*=Y+z#OmhYGc&aU}_p`DrTbWAIFz2e0>PcNvU@
zxd}%;O=%!DB=WUS@oDIL;De-<V@Y}#+Wg?p$j|WA);_S=)f@ZwWEJ3Bk^2MoMkMr0
zH+s;^o^%Ne{4lrqk_>YeYR;V5n2_5ynaFLBvUI@l+9&!wFFCXv!zS+hl45*tX{9I%
zC1?N~Ovb--(ff=YzOKn~VcPXAi`Tv3=0Kj?Ou+y`I`v01#6V?ptID0}Ys*D}12#m=
zO!q^DFf(cqau=|IelQdo+9**TFhO!qK6`+gSeI*BXu@qTndT|sK?ulqEA=qRNG(?5
zDJ|$S61TjrHVQV%QSF||x;}!@UI>W6*%H6qE55*e(v&d4WwQ)?tkewrfXzbOeorkD
zm5}zY8Y??kILhAv%gfmoL7T6Ruf)Qm4l^LOtY93YP~j1u-2v*1ji1mI11?wfW&+>_
z18&0XUkRvA1-Nyz!_H~FNLC|pm}E>O!>nOZQ4$ab^Ad&n6ah%6n<9HT*~nyx_5T-h
zZxvlP6l@8a?Q3S{7_K?Sn3)-3#u#Gen3<WGnVFd}W@cuLnH_s>-s^tTYgVtB?)jO~
zhovRyNT*6A>)hJ4_hCcsyILFkMEw|VRY%7aHb(5#N5)XsfRg&MAu&Ko*l_6Ris;^d
zjc49PQ)kbbtja|Z&mui@Id-Mi2Rp}r-|7Wdz7tr>-&{lU4Xxa{irWC$X3J)MkLxjX
zTHtR#U3ZWR-aue$73vZk-tjitXIeYjzWQEe@@WUWHVhD)hl~qe(DyE4Tv7SvIqMvr
zV)d(Uz34VUJDP$_cfGyzlcvd<7jtul0p8c~Bb%1k(bx^mf`RgHa9%sa@W7EjRFzOa
zj>T#WUfax}Tfi(uMfL4197QrGqmNTBxH5guM7{3c*<E2ch;CCRMEb8iY*C@&7DLFR
z;K1mF(e&!ZFbXrIML2pZauu-Q3`FbT5W(>Z=ig=#mie7FU#Zvis}+m#X;Vpj;jmDB
z(n$Ri#*Yx;LEy{+DiUO~sC&6BCwiX<e`>?f<S$JMWDF@nO1tdFbrqX$__UMX#=Ed0
zWO8k!Xbm6RA1q?43TUdd+RE3*FN(RD^g35|QiAd3O`4^p@;OoyO2YZP9xpUi`fz(3
z6vI10E?hE;pJRPhkM7C1tF<;bWitY=>Hc8o#FOVH?69GV^kTCI2WZjG&P(EPMm0E&
zcaU?TD(GFJ1Hs4eVBHf?|Com5!07{^;hlAdo8y5uw7^-;)MZsWOT8+gVgNR+V*lVZ
zLLzB>)C3I%I^|#mx9b$ai~*KjDEu~q5(Jf8vT#!0Iq%6=!(1rSf}~&}op!&VFJxOC
zWZ}N(vZ#BA%Zn-;0HLpF)Aotb3Q&;yEkJuV-uD~-pp94Hm{&O!XT;m%i^x>aRao+*
zcCl2NnstA=xa<y5kS@2&CRX#fb%fQsQh|7i*C|$I4wY_2Wz_M8@L$UveH%+VZ#ZdE
z(poJ}<yES{)ni0x_^)A)(eSfW7Nnez5m81siKw&dt?-k>WUQ5NI^UG^58i4s3FK<^
z?TLJfuV|+XIqd@OY%vE3pzILhhy>LjaNGR)<HA?GZ}aVYf-eIkgDirs(Q*T0IbkX}
z2MzMjn|@3R?NigC0m`v}ez^G`6pu_=$nQ#Rs3TR=S=3BnIMGsxy^cxb83RoGTh@5X
zUD_~W+?!H~zN(7nmEW9Tv;2h6!Rr+run!q3bdzUP3);l{fWZDQ<V+0#=w_*SG}X;u
z#b6?E$_GzaSTHprkKifq*p#^zQCDr~f3n3=v}Gwc@0r~$wye*I3a8>iPD3Mb+E$>S
zSAG+*O)8W!joyt0K)b<e&iDTO`*9*syX^-F<7BpdlTp*t_W;rMyH8I93A5&19;<rL
zeTA7lLl8h%x`IQ`#THfCu!3L*=P6585}C>n6`<*GG6QERxC1TEm)$BjjOsDlT$V)b
zp6+5gQ_-6S13|*;k>o*luh!Wnejn8ZiHS;0!nQ-5-+kRVdNmGE5%A1HV-(MaIszl#
zz@Ovu_cZt_9hRnab%m<Rl?z4Bhfa7s4x0pVWMuDwoGAFkj~24p_o=x6pK_9bt?<VX
zGNn5c^E3Bz*CjRL@bJ$0*)$r?edt$_8TnyyXc9#TTpyQ{VZ3#PVlzWCgWAbT{$KpL
zKduEVqZhL415RE)BGExiX6M%IG6-m@u$YVe%`g+xh#pr%P|Cu8jL28GACnQ=0N)V$
z<puQ?LLPEFhzNm9Fc=*D*#*S+sXHMS69iBoBWv!pZ`*eT`57Q=EE=NacZlGsGdPAe
z(*Nw|Z;(?QR3bbyeiD1r|I-7*0r@DB8CG{L<(WwCU>iQ%*Vz_xtpKE^L)jdaJiVMO
zbqVoDw<={AVY*FrM7D26bjQ5~72xz@64s+riaxa_^hbzAj?+&@y6)5})UV6`djnI>
z(OSS48H-ILg?1pJp`{BgnR7TfMmfKl2YG7;^L<}34?!3ImDOutCXY(XGJpaq`4Qg6
zrP{Iw3jd(q`4f1ko(rX)#xI)m1|f3vhyTkUlAfgTSKN;%^w7H^nPhu7M`~x_dh8`0
z&wOE~V#i=})jAk_v<Ft=9tF}Z7}ZxYy%)*USAcXb*D-}5(s)j&-{ZiuH7MT(E%-f=
zbl`(kT@fU;dZ<Jxt%}=894+jW9NR>x=6}Md!L>Ry3itJRSpJvTOE6CSH&tk9Qd#@+
zsFdwKF;w|XtCe4owQ1Oi2K0&-F(x6g4F<wHWreYazUbf&0oQsBb3)RDUzURAVPD-q
zQ<rq&h<NiP?%)%t_|nENg}FhOL+T(ZB4Q8+F#oh@0t@z&hLTPsGFZ{GlwXUcO#<8L
z9rCEw$jXV?+B*h<Yic!_VeKOa9ZPWa>dM@Xj0o5`cdB-ibHgW6FtcD0L%><c{z5a@
z34WN>deZnse1we_(5nL6mL1~y;PjORGBe*p#VTKJ%UNNw3&0EF#&AXk7ON3=G@|9T
zD}8OowMv28_q34TkVgcj!up$sazjgB4-;ZSTXFj$XZX7op!&6K<Oc#Jtuv3TWbwoY
z0F<@%t@C>Q9B>4%LiwdjGnu5_KSIOYKchtfPR_9pwVJ)x*W6;#XfzRQTQsD;gjA0-
z<>(H9f&fk+%k-8TJ~o^xV&`5d(y;$=bB%adljYLURQAXe8)-8|q-Ye0cc9_T6H3l+
z(8KI+G$3~3@Ei<9|L#8y#mwAY^>GO*961Xg62N@;TDo!`C%cMpy`GOQ2w4UW4P7%9
zWcqB=i58b_WMg<@&r<Nt6zZWcGGs>KIyG*oD7w=*vgjZW6jm6_r@r|Ph3H|jvu0I=
zlj_+nife(HRHDOliV7t2x7vXK2g{GxF)mRTZTqeSA)qWg9==81+1l#fh&_vpD-YZa
zkDpBX_C@jXblejz8G)d8$kPwqaKNyZlpI!@7^Tz*2Lzh=q02?8H-P|2BOvz#Adgzn
zBo<a3h<28oD&V%p!1mHhP{-y*aB4el79>c1LJ1|U)9pPTYP>=U_b8$$UI6v$NKLG5
zc?=e6gF4XbT;KQ;6P(6WHirybu=8WHldJJ(RC=k@e3A6D?)RD<2s_{7ycWdW#T5Ph
zNr>)WNh(+&78}qv7^7Q1!Rd4sf?=}1#J70i*|uAuimq^H-)SNF*E{g`4c^8E(XxCo
zydzW#Op0{S8(r(Zr$rvGuY$0cCZ8)PleZaTHTFiwCVWJ$`J%H2Z}vOm)~-YN7kM~;
zk?XXi;N&T%IDB!K%sm`ar~%2}j@7TC9B?3fN~X{F@5P=h0}j+ew)yS#paGhq3%0wA
zY&ECBbqb2MMkh@YP3~xIY3kOqc>Y<T2ORXW?Iv?)`Pt+VKo<Fow1AXR70EyQq+6$x
zC)Fi@1-ew<_?xKVLmonDQmUb_vr%*&7vp_c4)@f$cIP?^%`&MAD#<go3{o+?(O>qk
zH<?j;Ib4A{izEwuubZUxX;5vcTE)+*P`D>?J54D<D!7u>E=w0rR$m0?E*YaVz>J`e
ze>Hj;REp9^{1Lzk@<ZKKEw_kX=R}I!NH&c(DT0>&5%w?dRl&gl`G<7{u!F#9Zz2FX
zHstxr3sl?s@yQ!_BX}=}GJO}!+HXAH>4cL-om3kzXlZhw5SHDmb@MPf**UwumcV%T
zq)I}BH<yfK_no9c>;&w0Si8cQQYUrYYpG(R=N_6z&Q7~4kwMswGl5c&9Fr&&hf~1m
zkL}1!2*I)_`E6%(YPL*bp`R~8+rW25Qhu?8(*0C}NZ0257IGTYKakGIS+sLdjHrR_
zLA!l4!rhHog58S}!45ZS)^TiJ;<NV;CyEDDoY-qa!nAj#@)@#(?4=eOX$<n{pen*W
z<Judg-_6$RBQY5>#i|)+`l`o4qtnUW$kRYJ3X}t;Uj4c06t~^W@GDgG63b&7$Dh+&
z*u?tj3D3Bje45lYFr3r|Qk~QiI3xjcAZEq)F2`ezzOR5h3}RyMonG*d_~=l{cbDzK
zU0f$sZ%Gih!JG5ceKZ|HPf4&KQ2k&ojUD<u7DO+3x0`#2Wryy}_Z0`!j25w4!atLN
zxB}0+h390J@UCK@mU?kArc0RDA|PJM^?=l}2xvPT)UuO2WvY^9=O43UHzc7t1hkC>
zYUwJ*n5C)Gi}H_~f<mo}0@|kg*D_p(yP?>ZL>Y8@68U!G`eI-8e=V`ve*KgK|HtV7
z2xR`^GnNCd`N!O#b2yzyhxlLWxL}jTB8XMf!jS!G4J!Yc$?MqKJ6qJaU{RrFA937v
zdPs+OqJr-4?;lH|J7$)IDhxaJDN`w#%Hnyd)NHtT^q|jH$lw5#1nDdgPJ1mcTEcH+
zU`l3iSchZM@JfUQ{!Swk2~J}*9fm-y6!Q)Jbvj2W+u}r*4v`K4kn+1foqwBBlFi}Q
z6%iGlO1F_w0fSEro%Runz*Y^r_#y$01HMp-g-xeM&)-pVzJ%FoN)t;dgY87eRZ>Oo
zwZVTnlNYe&r{RcchX$u&p_;|x61`r1w#Eki9s+UI^V!{=kvR_#Oa=)}R(SaqT&vxK
zk<03cmdIzJ=N`8M<orC6Af%8ea~r}6uHk`|?V&cC?VA;jB_l;Nv0pJI)AdyA_JNhC
zdC*aTnquuq9vKi)7?infNd<NsF)*;O8T9!0<bN)UDkM@2FeU4OKcL}ZO^)IzW$I0*
zt7+NTL@8F#=a4q<FeS(S9cww71u2gljmC)t!Btgv9xqoB8we|th7~{+o~+argoD{(
zmY@7MByVhIAzO~I87Be8f<O?>T3S}q>Fmk7!|{|1D5OcT=Yjl1BUw<s1R>Fvipu2Y
z(L|bC{5M;@q{*4~P$)g#b}oTDK?fl~@xY)`>9e4gNFYd&iEkpXM36-o0Gm658h1@6
z(Q+byDX9nS>r53z0bO!hYw?R5Jv;?ZqOW54NnTs%pcYrV?kDIvqJW<z*6Ynrn=T~c
z%AaX8e9CfugZY9iVt~;mtJV5J@^l+@mEIa)tS5*}RV;;~rb3GLk0FH?R+F)WDTxh=
z(m48JDHrAczw9qn%=4%5EgV=jW+va10#VEST8jihOnoAQzWan2Inbc=ZEi>gNB6T@
zuM7Wt&1S39?PMnp^zmoZZ}wDQVLZEQF2@*Au-a;LJB=^WZn5EUJc<;#0hMd(v}3NC
zqI)`xPUJF*f9;n+LqjW3$VpDC0Vy>xllSAg42p3xS%M1hV7P`HUuGEX&zBg!l$>ub
z(#bCrgbjos*JyXx4BcYQgiu|a{c^RDRa@vSNOyWA!B-OfF8PE@^GO=ydD6^~#G)v2
zgqGN7&9s-l`RaF+!ld8KV0Jf<G_Ec>f6u`Z;f29cqBEghEsA|yV!2!`Hq|7j?ZOw`
z>dIj8Mf97OdUQwkC>A9k$pEnR<A*S0M-9I-4ZYQJ#B|R+sNhcw0moXSM~U8o$KgP-
zBsxpq=OIdhm^PKk<pWeEh&B3Ya2juNwp2Y59a<;6G#%R$(y8Beh7p6+EpP?t=5XXi
zs_zF%oO(U}KHeXWcIn7YD{P_tPOq7dnbSho?fCKT)}fY6uczE@e9BTZ#;g9?HiE#v
zRiaM9RpN91QZQ4X0NVFLu7H^)VB1~!qyHJ8z^j$|j#?=3M10$}4%N{OBIG2}JkS%_
zT+2YVxFM79Z?qX5FOPNWUHAFF+-;zE5qEy(#VaJ0-~5en6gg^VFnmHK^gb+7Por-q
z+7F>|?Vdp3ak;>3TC7s3IY}4-j{mya>{zY_WIug2^yE$?1cgW9v5OyB&9$1x^^0Au
zG2BfwnCQC~y{d0Vf*^xHKTofgIS)#i#6~(xFTG018{6(zaW)V^D$+*8_!VR2tK#EG
zI+(Y<>mxLbUZ-T(RribDlv4}iCcMB$VG~x1f(A;Jb~9Si)moDb+a(8e!~v)h$g9G0
zs8?K0twziGQUQXOxl4d9TaldY7aaks%y4BHgtE`;jp<hOIVf9$<$e*?NHcFTnHc4M
zKrOM9d8%A;Y&-CZ)Cb;Sv0S75X|cLIS2Pt%<8`#bbvwETD({_2<xmN3#G~ucHhKE9
zS-e-tjX#;nh>-*GbCVG-GBKyd#c#vYdE<#R26aI}_;O`++w~=DG8#Tvv{;L^1@rna
zpATa4Y!M9jYRxY34`aFB7ZAyZQv2wl3}VjncD7^*(JE~O0b4qOr7DQOZLZ{ZETza2
zNq2?)>w>wZP>aIjpH+m|Ip%*40Q*$nBCYf+pq!*wJ}$T(RZ}=*U5&f(o8E@_-zVro
z!WEy~iMt1!MNsbM^5=B?7m+nt5FZIFE14lGTFV(E8)2w`ZCXz_mhSCuc&N|Bl#aYf
zDBVKF^7myAq<H948CI32t;vO$3H<`f4T1n(o0U{(1B?DYbmw_LqjE$KwVQ3w<kn4&
z+?FC&=Zd9a%gz^H4*P=;mh^_6Fcf_INBDcU1nzqWDhVG?m-W@2%A32p-s)2{2{J!G
zp8TQGfX-q%+W&e?cAn<QDi_{prO-0sC21$=_YMstcbEgWFi-|&bBU-$>t;i;)7LWO
zX)i?Atw!K5^mShQWpR2uR=!q9>UX&p?PVmf6#j-Y5}C||rk2nA-r!`l9rwEk!2Q*6
zSoUSUHgDkHxY-d#tPhm6f`(=EVW&i`aWI{RgiWIHO0MaCUc0B0NF@y_R4D$HHUy^m
z`{~%t*S}1qkl{(IZN5Z4ZLIxoyX{rC1c`U#?|fl11Tf{E&5$S<zHinW6y^Tkj4VK*
z@5tRzrO$gY*H)2>IQ02(Zku-ZX6xfisu+y2VrG#tff$a~CTU@;U2j|lM3Clv9NnjZ
zP%al6>`Y*=pm#xnN~L`h)>QI5$KEF`_?iCP{OVFKu=MXIZmJD%V9M+1@`*zFeeGU7
z9ou?V%1-t&j7Dz0J_+<q2`fIO0I0}!v%q7MvCo^0`F>Ze`0m7sQAHG8LCp*i6oWK`
zPe~P-0~clhMoK!4;+AJW&>Qy|g)d+u+)};yBXSkZaMCVt@wqy<Ea%z*n#4VkVW1I$
zMz#+`-WW&DVzZy?{RrT%eEsn_!NrMFnyDt8LhE>Id{6uYMR~SRJ@B){HJY9aEvPv#
zIGr2yi}cqAPv5fb_K%;mbUoa;gU|N+eZXPL6P0KC0R95;=ybLphB;eaTi)l^b*3*#
zmlG={S;!#vTr5$h)pj#vz3d2b)`mBC<M~XPNQu!%bQt_TJf)y5|HIh_MCzzBkIUIy
zxftCb{M3@pssn3DBr+PL7;05P&B=U+Z3oAt@dsm8I~%}iY(<l7SR*_!x8+PjtHmmc
zkk*|z1Ss^x3E$y#%IIMz*Jw3sF?LXvZyttDFD5!JPsDwPCYH-kP^#U*c#Ii<6@uT1
zU4UwW@m#~I_`H&~k_S~HQdT1E2a-RN%n3TIGo2=Gq6V%SoPvXwj!1(s`v>?hA`;3H
zYGA^W$9}_M)F}LrcHc;~f2Z|@$TXklR{nlaf~%AdBK+;}$~8cg`8?9^Ll=W|yz`;h
z?PN*u(!wKZoPpq8GrY!=iJQ3!!Sr@L9?sihBn#Pp-yV)}^BqngWjMUn5L@I*Q7EPD
zNR>-oRU%JYg#p}%KdKCKPkI+<RKR_HBKbo9#VybsiN%<mKA1Gme6vmVm}exI-bbbE
zeb;2&q=)HPqLls`1_EmxGmt1mp(S8~CjuP^31ftRw!G|L<pr?JkBA$Epr2s<_|#zF
zYB)0F$*hm7^m(nr=B4EcQo-s<zM#EjrwerCuw~o_YBtUwqLClhk_|vfJ3{%cD4#fr
z1HOVA=W4aX+P+9^d)Mo-?~+N+xCQ$LpAAo%S@%?qAXDz(`O+lIMOU^-V|tuvxE}a1
zB7{Sg#2a+JjFbPWC|8Y;Ocay^QMud}!Sa4OW<+ZzuC&@0tgE?l{u)(0U<yUq1Vv<=
z@tfQWh=5C~NUmLcF{)FZ_B)XkS;=3@50+!`>RL4)>R9*CrF`Ykc#k&G1LNf9g6!de
zl*)y}@RK7?bpMDm$jT^un0yCgoZ7!0PiIEUu=nzWiJAOXcc$5lQP#o-qO^XghGcc_
zm*Lx;_IDsI=Ff2z0FVJI3>jGGweC#e5<c^d0-2`+lEK{{y-|ibs$985LbmpC9+}d+
zOq;})<s^Z_sAk(k6Cs?s)DoUg3(k+on!qER-8@BwR{<Mne>*6ZDzXBg>XI!xW?Vn1
zzM@PtaE3v~rATIDjpiS7Bi?^dZy^kdVHifHR7@=}z|2_g+xY$CY3^>ABgERZP_Qpc
zNt#tut1tYzrQ|P_p_!A#au9)OMgR9mVlFMjC1lE}EWW2(1QY0|{xYQ|2UXai0%{=H
zeY^1WkMWGe(qF?2(su6owTJh9{9N^iI&FqU1B5@E-=7B*K<O6-7%HANaqNE`eHlAE
z9_O7dgv4AS**r_eo8=2eXDyyay=9ld*VLBR%%`XXb#pTmlsQu|>JB^&s*rG*oO3z}
zKv1YZn9M@S?d=deu)3BJ$@}J8TS`Y19zYF231$J(`-?!oki%3FUIxDksXl$K+ec;}
z`IiC0Yk4QYk_5y2wUZ@%m7eO^0u&<d{4&$cVvI|`gSM4t>nuQtkO+r@G9n*!3Y+VC
z)0T3fQ}u^A@nrot<|Lp-LZJgsw)U7R_quLVBNqymjgj#>fe>4PUnx*^cP0chn2@(K
z1nb`uix8XQ7Fb3D_Q4>gV;m@YUg!4Z2JXBtXN6``C35=w;hmo4f<&_;GQja*T`*ku
z+Jyc^dS*c2?E&=dVb2mZYZtisJ4yukL72O=k4?E#XMZ7N6p;8m|3rlv^E^_E1KS*n
z(wB)RZrgg&z9MC%(L4bZ#&C{sJk*6%Oah-{jN0^y{&;;@lhwl6SKBSytLS5hQ>nz(
z56-31?+1B$duxl9u8H=HaK+1RQX?y7Iwp#K{Uh9<*q!FTBLx1q@HbS*;yWJJ6?%l%
zTMI{DiGh-~+o;rPlm6LEr5FTA1OuOW2t%Yw+}U0Dt<un%39gZuJGdW%$?bZb+r;q@
zMh)~+pb@*SG;#v8LE?!zNjXHIn`zn;1#)^`Y;Y}PyJo8??M11N3&DEEa8+)81RSbZ
zf?h~C1Oyd29P@km0GJQxe0Ux>(E&oMNviBY2+COQimuPT;0J;W{sbyn5a;jy;+?W|
z_i5XG4eQw3kGt(&B_9g<(u$DNbMHJTfRHW_5?X%}0mpFP+g1XopY3uo1O9~a@uCbc
z@e%^~LMXssmy3WH#W&P_VP%~lp59b-6^J!Jt|WY+xu&cHfrtV~L%8c*MG`%j_Ua)c
zDx8Gk=DH8h;S~ytzC_aD_Bgr#k%#lcOMVXb3nvlGFi4kf7UZ7cOZWXwp!#GtyN>k<
z-ujEjVz!e@q_nl*%$EY}6L&r6^DlKC@7BOpjXWK2e4jg>*3MnR09CQr|Ay`PLfCv`
z{>ux3fZa;x@A#RkL<3)311aY4dAVwN8WdZTK%F4qNWHWl3PSr69)W)KLeW3kK2!tr
zf52S1c)+31Sveo7D4X_?jhLxAhS_2YIoZC6mZbL44hEIo@iB^kN4|<|c3wE`)aaY1
zC?GZ=U?LAi4xa#)`J9$tkzBv}JqUsC_XE^*cvGJaYewUcmT=qI#Isv8dZf)#q$VNu
zcNscdCKx1Kir@<dX+b(nDg&NJoQHwegWa8;5BppS0jWgPH)wf8#^q;^Cs@G&b)j~c
zFmBMN)+`;R0f0F`Ifk;N&<=i+22E%Ks^R$<-Ti_*5Jn^&`rCy3f<NEG8Q52Y%uWil
z7m&Pc5CsT=!AK#iQE6c1k~{68iQa7Sc~lG~NVbDi;rSm2T@vk%C@I!aNq~KY4O)UQ
zRA}@T8$eX=fc@+mwx=<f8l7h50U@>;MgMo#(*Tr(NZZ{3XyVoLxm5@4zO%f`UKv3;
zWcPOX%CH!j{U7wYu3C&koYTdkfI2h0vT>>P_mtPZ%rJ~U$_OJ2(lgqtY?}tyC+Pgg
zhzF<Wl<O_$q*YtaU&5iKXP~s>i!b?m3s|KUA&pz;y!8d)7j7*=R1<T}xs1`xuA;~~
z)JV_4Cm#tVkTSHaAxc0R4u6ay`17F{Ra-T=@5#iw0`L9pw8I(($&#TGg4Tz%54YRB
z_lFnh)HRAGNCoUQ9B<~Wn|SZBDO+LsL2@cK1#OLZLzA3|v^Gk@XOyz&u;Ka_*&9Op
z>9iy^m=1683`Y#oz6@WL1U?io{H9)a>(SBu8i4@#K`iMRRkOF#k(@E-Hm@+BM9z)f
z7tpZ6Ov3TO4aAfz`|NU|{a2m+ht>1M?q^8$$_;uZ5z(4cBi$61?sp6eYD#G^w25v)
zmauPnbg(-!gk5{Xv0AiJMcR#KaT@Lb^Zgy#x=xy%WX^4$H@=Is73jGUWfokkV>id+
zHU=Ouw<VKiwJe5842>T_ZvN=#r#J+Dre$q6t_2D)??JP-t&+bql|m+>It>RqI*?<7
zh{st&$=?VQPc5{aDlr!wf>ehy#((}9cDYZCLMjJs;L~Yc^+oX(y;4@6w^6C}H+L1_
zcwJAJ)tu$(<NH1}T>mdp7hl~a?kWXCKXkTT9WF~!ae|SFw1&#8IuCLsh{u7#u8l4a
z6ibwQ13ugpvwZ<8b;o{Q9Mm`<&`%nkhf^3x5GbP;g50(p?2oMP`53gK33fGh822HD
z4jTKItCVmnR)PwlMtgh_N4~YNipu|<YoK3^1nZ|Aas(iexs;hDN(DYu-#O~GJd8k4
zmX?5$?v<(*#k#0qc;Ge(PWfAapdY}uJ-V5YAxJM|PA%=$!@(J-a0m4%YxP5sF!bDt
z7UH$90`yL5?8p4X<@NHG`IgHz8i~0KL<GEcwG*U&0^t+Cx|!|UCNrh%qC?W)KEs=E
z8{4apV*`bJ4y@%=toJM<U4+v*IPYhw^=rV1N9kc2Q?9;yN}M%rJ~Hf*NQX*dCK_~J
zskx`@(>wH8)jFMy^biFQ$)wBhp&a?Zg?I{8a8#{_SM@P-Ki8Z%nH3q&_ZCA?t~?9`
zBV*uENY_#+Nk<a#EqzBFL0qEU+)v<>k!N4>o4^A>R^l*!M*J6{pmy*C0gtWW=#lMn
z8MX+oGa`7qLL608=^W<6b44&<^S{XCC#mMTbD`{zq~XHzel@8v=Ai0B{6I>~H5v$s
zik&7>^yh8zuB5z9Nc;Pqz+_C*G05kO4odD|UIc=@Xl~ijI2(sm95ZM)LlGVbkW@qk
z>G@+@dg=!Z?Qq+$L=m$OSEES85Dv)?ii_`uQ0@(eVUSbD>8-r&HP-W-i^(6%OyEUT
zh?HBAgX-#u68!KxWFMiP2<psMdoDC9q!^unLVqLGN8#@EQ@=}=f(8y8iMc2Pght@Z
zt5WDmTa{4R29@A5hWAi+(3D>}gir&H%vq3$F^SlPFC!&=?)yec|KxGygXW4!>%*gL
zZP>r9Wv^~!A!mP2sT7jifCTp0oh?@|CF3=cTSYsim5IpLHUh|d;Yl*0iKKV@;aI2R
z12|KME?*5s5voa9GYxA=SP1ZCHV7geCn*~ONt~{_q&RMCy;dU4aHEO&Xe|_#`lqbJ
zGS+IBFbfk_s6utfv~j{T3ZRAnuw+XxNf9vs%9(WWIcgEL>V(wvWc}lb>;UdW=Gzob
zF6K38Pa#0BbZ($M?A^ny^OM4I%{Hl-O{fg$H<uZci)o^P;>kUfronr;YT3~RzPl}m
zxSsXnsiP5t9&#!u45PEvjy6STgQ^l0Ed<!-EUtO^BSf<r`j1a+5R|<j7#_7E1HY*=
zYB@!n0`oQsAu18U<#5zFC$5U(=&!*{GSUF8WHvcF6+~=*-V09l=wxc35E5gKHRKp7
z>W*=1MJdNFf^=>;nLN=VeCSRMfKm~~0UJRcaym+$=u4OQB66jEPqtZ_u&W=xwRVe&
zk5k4YG^KnNF8~d7P^W8hqu!0q5@T?2PzGrgHoYL-V7bE0P!u5i*Y~TN13ow~RfioS
zRVzl48eY0K_UBY+)MNbo%%7uHW9pq;xbB1Gh9+cz?CjQ{P)<?6<CnOfb)1}@{>M-<
z1C)6o*EL4J>%MBB14rO4dhLCVCNwVs==<N@ZX2M%;IEH^O!e8In=<$;k*8-}!o(0r
zQRNJmt2cY0xl2EMkV(DKR0bTxDt)swS~$3oBSF5i7Ue|x(IGlxvvt8(QO5-A!~9a~
zXj4yg(qjqYuR2$0H%Z~eYRyo~4AXPop!cD8pjM~O#KuZ+DhNBC41D!N=)lE1bGU`3
zEQKv+F}df`&wl4@#3;r138U_8*6nnz<}F4-XU14-Ir7+%n8}<ECAUzHSC(ZU^}SN@
zceD|iX?`wLf#q^D-(2hfc?gxVAC)yBW}^roFDq83qWrhgF(dd~dAqU&g=qiCQqf?a
z_e9D%9Mtah?kL@-JM=8MO(2Qd8*tI9Y)Ibk_e3%mEUgzdZ!7rIP?~U-Ao%(Z>ji7Y
zrk25vy<XuHQi8W2d^pEI)$|VZL<mAxc~eOv6jcQGP;^W*H6?dA!W*TUpKqXXd^9Ws
z3xC$H2y{?>_2ZyGL3!KsV(i_`fP<w#;*g5{zAuXKwYC~KehUeSGo>#X#QbrGMyc3u
z^u=H-mGpH&{O6cKIK?D1=XJ^-&B^-g+`u0fc7U+Rbg~TIjs<Wkcxgeq(Lc5QFJX2h
zEZo)9z`oqG&pAQYjk?GjpGRm@6!IiE`&4J&P|jUS&Z$@;jdnwC%|>UE4Mi@}gBe$A
z=zC+ax-H;%2u&_+c!MM<XLkE^lACvy94F_QkbNArgdT7LyBIRRHEzmL;K7&d1pDL7
zrO--=LJ+W#Y>@q8_r5Cjm6R1NcB@=5&PIhyLVy;+yt*Iicb{~Qo4g&^>fj97zzN5+
zIS~rs%SO7vG=$~7-&h!tb=T*pg-}@eT!@g=D_B4-BRz&Z|I*kdf1Vg=3Vttkr@LVu
z9pt*@a(RG!62k=BZ<>Ik!ZNO`h@;Q;yA457tQ~Qo1j_H13>Q$5d~ALEaIn$38h=%b
zg#bp=Kc@qV@1xYW?V?r1Mo!2Uxnbdg5TO5Rhy|P1&vhs>&s9pX{!9R$qw8p5$Vs?6
z&asH__D9b*AAQ(bPck`{1N`Y`#&(#4ntIfs<S+@ns&Q3MPlcUVC*eWGZy(CFfEfS?
z45O?|+@jZSg7En~BqMaL`>?jbG1F}&tYxt_hQrz*F(i<Hau5M5(uv60_fwiFLjxSU
z;l=V7){9IlNvdlJ_xD-hN)7%M%Ej~VEHSe5sXeGd8Ss5>(SWjHtNC)I#KN5C!}7St
zPvZ9&*Qsres<koq4XV+Je22x%*94SJ(X|pxrsrNJOmavyW9<7pI9ahfeQnO|j&JPJ
z6oN)ic!AO*NHrR{fu*r0iGj3Eb%Jra{zsvUoc?RGnf_1!YWS{P3TZ5r?F01{0CqrK
zKFhK1js>PoTF4-1vWZnSK`6_k!()ACK|m$-g7^~z#2?4#Mum9;CO%n5eJ$Y$sl*+J
z<kWdw^;S#1!o+TE?Pe=9xd9CHMa9b=n#m3;T>7Cr3c`YhioCMQ82zj^IG8B`k_>~9
zJcXS(K7Mm%?-e;4FBHyPE}hs>@AIt!kCttidy>$MB2}`}8P%oF=Nk;T4{>`4ce_@Z
zh~OqnI(P)4UE>mk41SkCydCq>*oCa~#d0H=lU@^tN=)c$bzZPH06dnK{QjiYL|BmY
zBrn%3mzy!A4aVqZpAgx6$+W??R8$l@^=fMsBFgrD%QhY<vypui>P=Bq8c}v{CMi3s
z=6tcdey3|#z`~Vc*n3z4PKC`hF&|R;)1Pq`MFxD94B4IA$*;3gxAxgOdMf?O_Gq4C
z^+kWYSYt=wzSE76yEIzKQ)%Q6zh*Kgq-k|fvBbu`tIEYDi0eAZYZpHU`VuEb*}Fv`
zijuA19zsxLWOF;EHzfQnODHLpPdg%yuAAVUWhvu}aaxntrRf#=h;sVdo(obN6a?Y4
zA*j1NOmUTEg*-JhJ1v+eOH~=hScbCC3`zIBAQU+b0*m&0C>o(Lj1N^JaYwQ5wsNj?
z5-mE^|9A=rXm)#iSYe0e%>yC53Z;d2X7JDdlnkHmF3#&fK=VKOy=+CP<5|pW(|>UB
z@#?bCGUjz42x#Wbi=Qf>*_r+a7f(0Tj8xO?0R92Z!jxGOD!n=XfaV-i{TN-9UW|V&
z1EslRihTt@5{7{S)7}3%ME$QNAn6ye9Jo(0==MI@UVP5~B@uYan-1~uPk!-(_s#tx
z9U>c~dlyLkea;Pp!Tu9q{QtD$*YK1dC|E~}y#Es|)Bi4=%)-pf#`0ehqyL0B|GUKK
zf1Bfy?Z4}J{;$k&`Hd4KwE5peH`zJ4{uf0z|L<gzMMb{<=bV=RgNpCx%I6<2WFgRO
zohD$$V4wy3a~(_s4C22QNJt1sC>SUxNJuDHXc#CM02}}SfP;gBM?gk|hev{kgF{3`
zL_$VEK}7)|qM@Uqpo6wi{#^td64VCN3JMAq1s)C_wD*5=`RoNlgM*NRM1urJ1A{;V
zheQMa90Vf)^${BUKbC*}{kMRFx(E#e3kQHl0G-f;3I+kXHv|-@{tgNXbkqxU91IE#
z8l8+;2nIvx2Q0ZgCW~KO9^4n<x;`xB*=q_`LkE8VJT?w49tb9&2GY>7v2%Rm<l+_)
z6%&_`l#*8YuBxW4p{ZqLZ1U68%-q89my@%LtDAd3U{G*KXjpiBLSj;KN@`kqenDYT
zaY<=ed3{4;Q*%peTYLY&;Lz~M=<l()`Gv)$<(1X7-M#&T!=vMq)3ck~yZeX7r{|Z~
ze|CX`LH?&%puhi9yFg9=hX6eZ(1QTk1rFiz&u}y-XfkFPbRi|!ANCmJEPim9!f|<Z
zeSj~l%GX$i4zuvs6l}YcH~&og56k}74D<hgW!Zlj_J7*728IX;4tjWyXkY?h@0ZWE
zdkFf-&%qv(!XGl)cx-PcGNcap5=}{8pn%j@?U9dDuIG9mu$ZMvLqcOy-wz6U2G?2&
z=6wdwf7gKqM5n41bV33iUX`y54?k1<I(3Qt3f?8|9>Ol0vQ%Vbw51eB_0;bQ=sOmO
zdODDPlNyD$b55J2?3vRvDLWJ|J(+VkTAn;~Ed7-kyQx4?Ytm{kZ+DP7+h&zXnYShp
zDY{MxyI^O6AwjXo=1CD;x_lUQ5-HV12;-l(siXg)TA*fqb2(OF;P6$#R)lFpMLJ4)
zu}zmd+Cl#Ew@0`9mAp28)>3e)jzmkp>VSMh;Ch6z%PLiyP1D@__#~6+s?NLWb=A0Q
zz6YPQ2iAhkyAX?Zr9;^dds9q1R%<AeLt*##k_5j=l}R8kYoy6IwS2jZE+y@3rn=?r
zwr=t=pG8_XwsPq%RgLl+pK|{0WQ*qN)6!MhUJpi7*SA4$&ZUPc^5aYFZ^AGbR>oWX
zxQo9L!Kbb_CHO3dCdyT+BCC{R`e>x8)4zGe<V>6oV1z!#y6DvEv%{72q?=ZFlHI6A
zM-`kt;x7+QB5(JXD6yVpqu(HhG3F7*A?0>bh>$X##|4><(gG%pCJ`joJZ7a%7kRoc
z-fcaouB@*P*3@&T+qd;%#47YdoRi<QHkXGPU<dTj<}SKP%wLsyns1QHyv&gsimEo&
z#5x+qSNGg7%UcoNDWerlbEov?EVAHADh=knRE}(x?-cZc&%Sn9UL2(B;vY6RKdhI3
z>qNMz>C;1=<3&yHsv7R8*|t>II_mK_9tW#Ww_ZA?IgAr{<ry6kT2CP*%%)wqg2#Ts
z<kDW6&e&@|+lyB}w?-_QS~&aL{3ki=t-Z>*!NvLQ4WC<oSOEN)h9A$>MYO$XkyoHt
z*OH?pJ#IdW>DRe-L<#DKw){;<v;yT*Y?ggfuzhIp#x|vdWuMq@TOapNFouqk&7?_M
zkE$tvfJYi*a^tV%*_!W7b$L5HpI}gyub*K3Z|eg1eGH#q1Fg2RjW0&Y0H@X;Zl?a)
z`rpuw#B9@u;!@0~1YsH<r_hrbii#+)JJ@lEUMqM`T@EYiGqFT#e_yF&q&+4m=(8<$
zd~3Km{HDGIb5k>*0CtidGl(Q0xODF^sqB%Vy-sj?%Sb6MSB1z}63BJjTG@taBu9Nc
zB=ILP=V18gSh;bng|{tbqeo@K6YJ(~cPl9O8B%2NsvxV1?Ua1sSX*=5dML7V&0JZ9
zQsWCTEV0363oQO(h3nM!d(Ra8hg(I(__yRY{-a-~Kz2Ny61s1H$H%nYf4iO5-FZC?
z(vUsN?R<hEnQc*YH7{E?Ra^?ct}PyhfCuWy2K9nRi>CHbIL?#jSLM`2azx^LS1a6u
zCY(Q-N%_{2_(AhqAce6fMnPolgXH;X*C&Jx2|8yGU#?SRU|CK5+5)>hYpHN~t}rh@
zGID*yYA7xkhBY&4u)b48r9ca9aSTA`Qs1?Hab=TLncNU$gJnKdvYNGBw3*(bZM(eC
z<+8^B+uv?Gz~G^MlPYQbLEIE~9h2lRS=uz{NN$91aPiYXqi*yTCm^XWG-=V5K_?Hc
zhI$;wN3^NkOKaP$&!c<HVU0DhTW8YzxTxKI#inad7j}T#Hke&bdswGs0LYejog2QJ
zeP$Wq@Wtx#*0U#-huJCsmq3cvTrK`+u+QRfEagc{$z{2IQTru(>ZzQ$A@5s$M1r@)
zt=dZ$yDpAgscXjGM?m?r^T(CoawkK{fZMKLesi2tu?368*El%wW^t8AA11qvcyzGQ
zu>-;-TIs^Grt-{$cNO*SDSq9?jY#fayK;Pc>C4A09uGYeHwsv;?;D;x&kDO)u!AmP
z9C4<e=|Pz&^mK&r8<OJkV4j1$c9MNx+ORl7E}4;KG;W1F=PabRo!(AY=CbmnC=1&%
z-m6~M>-JU2`P%<n4Jdmu&UW%|@y#DESvk=-3Dp11e*U=3ixQ<BM(P+KBND!QsyN*b
z>+jc~TT)oz(=94@ls~&!mFVt5yX0;(Nm4+d-Fk~pS4)v(A8)F0vDq@sxBLXd?4&M}
z*sE}T7onfgi}Esv+Rd?yh-qN21*^d`+lbsZC*1$S?PI1`1vh`((YRRo<QnaI{~@Px
z+8iUYIP~+`BB5$r>9&cY(aUU@uH=rY>CS^E<%8-uL3pNVI$Xf|=Ig>AC;eKjq1|1~
zmnK&&YG;S@!ys_vxuUQ;6nRVO)hI+ti_E*@E?4Ps*K&u>mgee>cAIz)t2^4p>$}Rc
z?>+3mArajT!}+tynrZLLs>SUu`!#s37Uz=B8GI!X(TyLBolUKE^RlcJrxgS#MvM>e
zl?6`*WL7aY*?JsJoHG?ts*ll5T*)72%RTD9(woDW#G(aALMq@NzNnp58YHsMR%>tP
zH#J@zRoe-m@mjquY~cooE>|DSTQw38;E_orQ$&A{@*G^V&&fo#6Cy>GhZc8?ajkT+
zNVNDS*SK_Qmasmib=h5#5jAqBG@z2FRIO#fB7MHq(Nmo)cd?ivJUuAqB6-6fwX-Qa
zFnCV6869U{qH8uUVMnQ%kBl!j#9OQqH}!Yp{#+%)kY>*mzwyjbSNvQTKe}pL?tbp=
zalv&$mRUnft>Q|UhO^`BC8O(cbz6PDJ0#oH!noxIImGUDBb{Z)1tCidcTJ*hAmEs`
zW?~3bJ<Myb=S1T$b*8p`yFPm{jc##cvCN;p@b0q<o73xF65jbE&oyFL&6}=%f$|0>
zEPvdT0^fqe7>D6t*u-#MQZRDB{3Y5>l2f>dBdN;UbY5Fq{==&gbD>DSQoG$8SlzPp
z2}Wmbc~w*V#nWJ(SLTLxYec_&t}!P_@i|z|(6R6o0;B9j{t7`J4Kbeez2eTthXT>q
zBq*T>S3dtKw>o})t0}2n@A0<2rONQj)G@9#AA!%fcb9X=1J5?fyWO*SwIx6D4ON>h
zQ}6>H=q=I;i#D%jN8{@{aA@jN)9BWb|H8wEyWgeNh-rdT9=UJn5@B!s(3zpn_lvyT
z33DG*8<SHYRkR8${7~ci1cQ6GzHYt>ZvO-e)!LR`cxNi#6ycA{U&+w69H%SQ#6SHK
zCThuM(*5H$S;vSvTv;iHVJki`_Y<sRk-aIw2dnx|b)1TWw1vPV9up6r%AYx{Zzexy
zi*haW(4IB(-bsS>aWpOQp{FBl*iW0P__+|BXGPEjzqm@j<O}2J_-C3z+Py?K9+WMY
zOc#|+>&`p2tF_2f2nb{qS9(=($A{bv{E6u9@yR*#rrv$n9<YUY7iw8*QV7GhsoS+y
zWwK(IvE&m_jEY|~Gd>LH?Fjw^qyORHAT$h4{x#vX(M_x4P|e%kKK||UbfZ)2bx1;)
z+hh5Kr{sysiJ19$eb*M}Y#X|1xedFe`GfRh<%Zr8D%Ed4ehauA^zsQdy8{boeLNqc
zbq;cOu$3IL{Ci3_t#HFM=#=q`b}oFg!zYN#;RAhnX6HVK*sQ&0m<i3&oBl@ZU<<Fc
zW1*VuJfiIix_#`Ne4Xt#8hWUms-_C8`I=oDRyH<Ao<$A`W6FA3>(=9ysdol)Lzn8<
z-zjVB9@?%d?}`#@_w1WO*ZF?#t)`s_B9b9)V|90&pibfRs86tv3)>&f^WTPbwa|d*
z?YSG`^YPzz7zL}Wj_T06qce?s_<waDI^Dj7Dj$>ypFNgt_FQiBKl&`ykn|B#T)*$j
zUN_}LshwR7WJ52Lci&hyexqcVn1dA}KGaMzQ0ar`e$T}Zd)r#`;vyqaEAIN`()6ag
zHh4)(^9jaVWHTQ3YH_iC=aHHYJEQ>pZ2A3qDMTQ&%1I`I2~PKf<+<EayUaR%Pjg~4
z$XjX+O3-j4mylmoaME1adrj5tSG)hR>G+NHociWNc)QsgM<C6%S`m%;e3~ZvQHy26
z){$4p5D|*}bKUiT=8~t}?(u9VPl@h2K@ZaD({H5g=Req-A(@ErU{i&tdFtNW5SDmj
z3TsmgcbuB;g_oaT$Rj2fyRh|HYqy=+J^}OZ(>TvAc@_fLAEd4>{pp}6XNPU+jCV=C
zHJ81F2y`>H@7yu{DfRAFMKd39l-L+)xb79de(3TXr|dYNqPF&Kl{2*+2NG`R3M#HC
z*E&@XzLE(((zvW%1*v)<3Ud+F=Ms7>u^rL~v&1)88fnETWrVv(Wx)o%3+!&X*)D6{
z48??0=b3f-m9A~b5RJue{n&=*Qd7hMt0r(!3g5zxP_{L#DM|5>L(K4?`~*Y!>%{Nd
z{Tydr@viuswPy?WuGo0J8C?E2BZA#lH123wDI6DQMDC^>*e6^4d>4j7>p;i-O))-2
z^P6dPRLg6$l9IiQwisOvMasj8RJCixu4y;}Kj|}x<T4xR>MLi;r!J3c<r+HL=1=N&
zqRPisXcfG`^>On0xFoJVI#r(U;WC?%7F-k$p4Bv7rxjJs=H_z+Oh4C~HgfZ~(^FX9
zmZH{+E~YB9pYL|e7z!HaY>pS$f|mCiJ8RPcM%D`A_&RDTlCJRI>RD;gaZv;PRJrKI
zT)5N4O9Z|>xn;WPmmeO@H`SD3C($ZK(jUqRZ)WIRR`6#(F?N>(ynEez3-;8#Vfw!0
zNmj=G;cIP8>VLQwPyV3;7eaehm05N{M>nQwA+K+t{*G2u0MAx7axuIe@t59ph(*{J
z9t;SU3-Q0ZLXi3dBUUGQSQ0q62Uq)lZVez0*A6rChs%~KG$<pq&`izt1z%X~M=ztq
zrE8f*qNa-9jA?6Xug{jz9yd2=i`?B!gJ;R^3>Yl}jv)<8Phu%&o=WwDW)OF0fsg;!
z+c@%M!6VL9f5szPz#5-IZpjhUFJF))0BpQ$uAh=w`7s0=G-Ryv)XioP-2Z7JgRZ{5
zzE`T=mV*7GYcibY3*LKa3XhV5t5Sk5Ctg9-Cs_4%vTviB{<30wcUQL={_Cwra4>~G
zD{tfx=fV%riHe+HcEGc3yHnfqw*N31LOfhGiqb4o^acJ<5-GZs?*xL|yz!53os)}`
zmp#Mg<wOgPLuTiEn~UR_#;y67y!Dv;<=J?dvXjXq$NHa#b+KoxGf4_plPL1IJ*Q|v
zX;vEWo4&p)@ilNFFibE-a6#yQE2z7*jkQKgCtG?3a{5wA;i9-;)nIpjF4!(2t+Rj$
ze~>?#EIm97Z@Z#4maga(5Tl?XgZAy4V)x5yDbQvDCV4v8w?9bku#)C47>XVq!dl;u
z4jzy8sQmTG#T7U>-bPn=%l@Fi1ZH+Eg4{5zFmgkZWBY778t&nC`7?g&3_#W@5*)5d
zJLc7Qpg134{wE@fYc7R;UZG(oI1ZwMC9?w6PF!dN#uxoxC_qT&CA(n*$=xVz!tj%+
zPoTjh{?m?s=I{dx(<OI<IpWQ6X~`jEFnYm|i__&g$T;FVu+2<bk~OHq_Om&FH={+G
zxP+)eCqkD}Y>P8%=Bsft|KSaAzNV_lgK=9^Tlyy`R=7Oj3qk0x-eX??fA4I4s~hTn
z`V5>GyG32kuBkcM2-BKATN!&Lpn~uhWZS9u*eBSs!7V8$<f-2nrdPYyAKko1j@<OT
z2O7LtTU=!KGo6MA!2iST|IPdVR`S+1V)a`YZekgdh8Pz-2)+Q_O;&$o?wxS3f8GZL
z9ujs_TZk+UhW1$U6Z#hsx;z9Rv0;2kULO>p3#L=8TiODciu5Zfbz5^=L$<c|xEm<S
zFI|5MM~2J<j25PQ{9kT~@665EP%h-*RBZmO#d*oH`^eIaSgb_{BZU@DDaa_{#EYiM
zWa1IJ;!ry+@n7Ko*DK6du;W~1Ui4hQC&gxFW4o--oxOEal1<&jye2<LoqWb`1txXi
zq>RFTWrDRU9!%?*eQ!Rd-XXsnozBOnT6E;$$-DcvKpH)2-JO3;rg-YZBnEMM_X=Cr
zQ}!k&yp#9Uw|0KNGkEBMpx|wr0~maowkD3t`^V5e7H%iB;K6N|S>tTsCDTNXa+0a}
zAiJgG<Y8IvfeGg1h_igrvj2>2qiT}6Qu$48TidCtra27fmlsc83O{bj@c8xl<<XsP
zfTSEY-CGUgByZABV-wr2osp8dhrXu)+a<6;{f0z17dGV!htD~!jq^oY)mryz^A0}<
z*=n2Y;|4Z|hG}`{n#;D-wa(^ZD)eGnB6hEQ*+`zHs~F$8)8|+9EzO}Phb{-j(5IGY
z_M-xAat|8l2u)`q)n<Et0C(Gp6tae~Ogx&rrN`1&*H!5{7-rAL>H21pv<K2?RxK72
z^3Sv-W-BaRHm-fb)~M2Uw+YYJ<fFg?WTNup;qX@9i{dE~Y>p^0ZHJ|%v388E&k-Uj
zgqbAAq}-`4JU`6ElMrR1aBoMFk=MF*v7hct+un(8L?d=>kzJ`qRBvnpovK81oEvYD
zgA7|Z+9RXC2oa4PY7QEEEz*BINV?D9?w&%OExh;O)9(3LcTQK^Zi#W7SEXeCwYF$e
z+5B#6y?K9kuM0a!y&DtY$?GX|1OEvo{V{dpT$}Qk&Y#UVuYa43Mj>%5DrTDs(Hpa6
z3W=3o1}%Y9oIUy0tutK#8Vev!ZcuU=^4!&Uv~;XbyR0pl)C8uRhEz8qc|S_bHZqXx
zMYnjF5a*QY3?Wt&L#1=ZFQTYxm(Bd}5QVi@Jng9%KwLYrcQ|)q;9@(g!JfaPT#)Xp
z!=7Vc_|?8;^I={k@Wpm_p=P%R$rI-~xM5Ewf?&kUdrTi*#wNzRW-5h6;?ex@=Q<wK
zZ5eQNLtJQBpS#9eb<$m`v`32P_4KfL7x>1-J~?iYe5CaW#<crk%Clp-d|%PCdexuK
z7Z~d*q7$Qx|B-T-fV9#5t8SBWE-sjPxV(ppQaBoht7mhnBJj}Ndx+=$S=*t<+tRwB
z{`|+HLm*!v4ugWlQby54qIwC#U$rh2gq!XxzU97}fU=@BIY%h<*J~Ik^RL~WJPv~Q
zSOG^C3CZu_AD#2Gv#R#+Bq;pZndKw%-DuY&fxLR#@Sa{}y0tgI+MSc!%qGd!TcqQG
zS1!>k6Gir!IkEe#)$R4)Efxl4)UK31!Ggc<6?}pvbiAbYwJ#J%6{cLzoqN0WbR=mX
zdG0$p?Z_yAoBN>g%Ix623+*YOpTEYYOFht47)ve;A0rUN<gjEC2T+r>j?fj?-j^!N
zsKdG(WrY9bzv9V4Dxa@W<-?ql`Cah|rq^-eoDKV|w3DSikS-pzCr8^)f_aur)V6f_
zhyHM(xC1189_;cXLUQ>4&d6Z!CK<8M;)X6hNprweOy=15q5G*vuAPrjoOscqPas&?
z{zbQncj@(g7As|-23$|m^~*rbPDuE%?)CSz`wx1Y7R`pXXf6VmWbNN8h|;)dpcGpQ
zwCjc;dZZ=i$u8V)w@vZ$+0FIYSDJpk%CfTaNiK;)=f*pI0ru7ePws2XwVyG$CH}@O
zot@9#yow({?e+Ls-T#BN_lj!jjiP<AVnYN$I;b@1(xt0Nm)<0ysDLy>=%Hgnx<F{s
z|MU_<6cPfVNf!_hLWl$i(rZZQ0RrCK^Kj33Ib+;=$9YZ0PIj`#-rxMz{LQt5)JA^(
zdbN`vGI7yOjxzY8xZ0_`p<pBfp*CfjKLe*BBGSrgszj^v%I=(m186n5?YgZ%nl0t<
z@5twHt+4-o?hMYqpeg0#H<W=cmq_*C2A_%8ons)JX4ILb$o=Pc^1iD_`0Ds4g+-{7
z#N@6MYz9D>()05n4X~|fArbVd*xJNd7(WCC4A-Eby98ov4>ivjn|2oneQSe87=jF!
zW$NopCCyuWOF+{POFv)Ie=G|%mNYK09{qrBVvJIep$dG-Y`|F9e1J*W%G>PN{A19f
z`VS~FUk=VSq!44~Pqht#TU21peXgMn*M@)UzhvX<x@2mm>T7VeRr*R8W{VE2I6}0T
zAI>lFrJ+ZhcHG8^niJ%+`@yDt&{e=l98Jxucx}SZ)A7Q@rn#ilf?nKtz`zxjjF&a+
zsSZbdTx_=Ok}ws2>A<$Nfwk}ql6OJ`<RJwurC72QnIsH3Bu50QwkJlajVWvt@>12z
zxB08)ug^FeeE*K6@e+bhlrjQ-1MBQdHy1OxB+ow(F6~&$!Ll&M!c-qln3N}@O1Ij=
zf*MY~&IwhSRakhBn&C%`1waBcri215N`3-WMxRoUU*)b0abhAXbnyaQ2}6+Y13Hm!
zV*Le<jRgG*&J9brE2_JSZ$siMixx|^DxI2JoQPsNeb+4#Gs+&Q08a+9+fN{wMq4@~
zaakC*Sa_SD2PP}FR^8aOf;!NvHsxS44HUQrKyKDjG+*@J-e$R5tD3>pzf#1m`W1pX
zNK)P%lL}hT4WgeWIL<H8v-jHAfk$ZzG<<L<ux@PYP)~5-WcHRP#)-sNMy(P8-R{B+
z=jB}FkR>IXXnE|6N_}Q9oA@L2pu@7c&G_ZwicPd(GV!1)l>7@ZF#!nQWH0F#y&~g3
zIWq;yC`<#P4q>YyBi#|2M_L}u8x7y{L0WSnNKN0k5B@?gj=skaO4-18{xQ(&%wv-(
zN%>q;M;vD<Ul0q)iJ*Ng)^$gLR|`Xdpz!CN#@FpKbaQ>~*l`S?cOIv^<X3%6shB8F
zs#XQnf<@b46@~j=9BQ4n@ma>l0ij2ct<S-+QCDa@bFJDxjxVQq`F#scwtoRu+(<}I
zcUQ|cN8(w2j%F7#H%%Tr;t8Gsbmj!kJv{_$OhoPi0>&oB&URO8Vyl$76(s<}gC?nm
zR;bAnJf^jkxV2fP^)Z|s5pId1Ix)W!p-kj^&9h-e@I$2WG}BwG4A83vu?CtyR;{gW
zP&oZ{xp9QN5?2p38R0Mp2364R^POolAu%vi;uwiogC88_+tTjNUJ4|$2TK@?BKrlK
zvbwvTw|zq<Sbe^Oa`mtCkPZPxyY&4WOfewHc6Iew=Ygwzb0ca?0`N{&WNd4+1I8RW
zSs~!ykbmq+ugY}giN@_YUHlVlWUx)sy7?L_gxcm?j?s##MIZoDPlXcv27V0-+v=(T
zUs+44TtD;@w`et#B0WNT4=Er|j%UG^p(*vSE6qCw634T8*s{Hb<WcC^m@+|Ki&N1k
zxaGF%6=c%~qc{s-#u-lgqNsDyiJ7y+*AE5$dAsJuWnyaXWm0M<BaUYgv4F97GUvwB
z%+wkGNoc+j{4eQxPZU?1z?$;0!}jm37735ae+({qVd`H_Bpm}$U+nDi?mf80;CI>g
z;}FO^OuTVYD+CLIkwwxWUN-wp2L4^lY)4i#h*3uij?Q*w^>gzxZhw2f`~St3d9(?E
zUh|NyscodO|3JnSs1!r|#Xt0Ug)h23;vBX%GPlUZA9~wt;{GvQ1#CoRvv_-&PgeD6
zRuTR&P;ZXx$=;>lJ7;v-ZUnbmP>{!ZpA{z+U!XwpMg?2jPYH!k6Qco+6(@O*lS;$)
zrdgS`VUL`ElWGI1Q$VGRW>An}p}I>kDiONtQF<z!acZhYMbG6*T?1e91n8y}6WlSq
z1>RCy3Os{@31Pns*PTFkvh%BGiweQSkK;F%f^h*$t;M9p<BDZZxVWb;VaIl_At@xX
zO)t+~o-pNkAn)j5Pz98rO;{KRy|zze&QY@A6ym?K=9p<wA{ofp@1P>wZ0t}LfHhXc
z@CtJd=9n!T9(&am01BV2JMvTZ3fa#j8(K^HVSm<qYkqfxg!o+l-q;YEnPIPXs}5}u
zX8Zm9kGXAj*h#SCe$geEjkUO;)aw2g;?Hr7H+TB(b3If-y0cNf2(eb-?_nzqt*S<j
z(PW4*!)=jhysiz{fK%Vk*?gpa4*3@|dc5AikXKDS%NH)xGAyu2^50=wi9LWAG7+}=
ztDzqutt3~-)V5M4@I#<Q5?^a=yhTeM8?VJK!~<}$Ic!X0`Aa30Zu?M>NdmO{Rq*5+
zJXJJQcCC8S$zcf5WR|!P6ms&XBJRhlZz+gaD|*ybr?TM`Z$axP4DI;sZ*65}E)>1%
zvQ1Lgjz*Z2Hr)<wRCEg>dpJ=>>m;1cQB|GdG;h^6jlM~EG7+vx=;@6+$i4tDIPfSO
zw7WW+*juB_>NCCQYw_(7AUM%fLuuifJq_*AbArfd<--wh;c;bIa~lhkfFl)WJBMEK
z$-o9YKaF_UHqaG$Yoma5{7lq6<xjZ!w>rC*jXDA#Oyi%y8$*qZepg*PQ=ag;KFt}C
zggq_u%u5Gt8NtFtqtY|70zv%61HPPq?C2|FMFU6ZW$zjE*oKp6MDnGHEx3##ms{QM
z`7x=VW|A+VcI;Pp^9FuR7ldeRbXH@lL^*eAXOO%25yzFd_;g_{zpQ$+5qfw0;2%S@
za!zI(rJcSAs>@0?5T)uJ<T%NstH1=Hfk@P&-XE?{BsgDR`Fk_M5Ss2`c@Wk_aLhx;
z9}QO6mRAU|xtdpb7ZXl!v;Bc<L7@UYT30*(ZH3$NJ=~dT{}|Xw1*vlhu=h7t2|QCp
z3B{DEsiwB4eyVx<-mhEOB*vrJw@z%?y@#bHqo(jjtM<Y}CTVHyTT{)m2Evdvfv(>Z
z<87=oaY|dswy5<4{Js$rcLd#nQKhcm)^@=X^c0{&2hJ<uBdu(i*LdzOk^ltHTeg4-
z3$L@8Fa4TZr{Lm;#p@=r%f^~IqU%$DV_-#O%q6!uaI{V2UFvAH_T1ErS7(6$7KA`H
zUq7mS>)>d2kLLvq%68f2g3q+sg}fA8e$&I<Tw7?~YmEDJW>w&*(@=m?{6WUt#mzid
zQSUX;3WTX+gIqZKU&M{@HwoRLTG8rim*3C-k&*N!6@A$Wi#_|%a~E@A$hq5lL(@R&
z!yuFamUw^s%`B$$sDbKOg)jm(R4*EOOZDQtHObU0z4byO;`>$`%eLMpn*3k*o83;q
zo(BHg{2E?B&hUHpM|=ah0ng5*4G-_7y^3h7VSHlvX?jUJJKTPF#LHhoEO1mUVgY8X
zGoI);Ab#w4woh1VUn|NL?WC9F5#7w}h1~9{Yz?99i9*<#8>UrUoDaWP-jD^n5`39<
zq3!A8mtEfH6bra>d@4+UgN5FsX$cX~1b|cd0cxOoXxF5A@_{#|aTYWc0m6eEzJR+N
z&r@PPph)-WW`AECLYVqdD`pM@-Fh*c#g2?y`o_X;lZ_6^4ln;RGN7VZ%WrJN1X|3?
z-NZH!R?!il!<ubbiwcL<3}|wo&@AH6ws1Nyh1%QKQNTn^uJQ!T#w+}(pk`D(6{VE^
z?vY2Q-{c**BG&O}BSj*OS>YSieP)Ak?I4OT;3(HRnY^K;cr<c+lB`L=N7MM=U6g+e
zwm6z-WpMfKJVzWDE*)qzIJwY>EnyXhF$;fC=+=MZd{_LbGG{-Z)oOXwsOL~ebL|?c
zY_G1Nxix|%p?V5t8OSA+m63)YA`Xm{_lcGUhy94;q=37VqJWfNkq??jTXgOuzY@yA
zPCeaDRdV?ByzD*8d4{_yybE`iu2w`B+4b3>qfB13Y6-Lh{}8SIF%TrMt?8_EGw{6c
zS*xo3Ui%fQ-kfH|+$oQBE7k2{a@3`^qFqmXQ<CTev9JHg#q8<R0qbv9T?XAmn)$Bm
z_R=fO74)MoB<4ni2koj<j|Z%s7zNPRN6Mw^5wu_Ee+<_U^uERLJ!7pN3B_^3&_Tu3
zX8k}hH=X!-VDLiyiR#yu?wu~V0U@D+cP#ei9@r0HTN619k>q$<Q;@u;oH1UZfVA|S
zfkuR`qfB>kso{!rG@2#_3s*}prj+IsRKTfjR=C2RH}i9m183I1A}zY%OP6%ak{a*K
z$mJz6IErgEB6tAfY5U9Z;3arQmZ^>P#a6hA;~~rytKSbCK6aQLS=!-4N7J-J=1%o`
zf-uJ21-##~?>3FIM?r2RB~|y0Z#n(4j9fR~oXLVCj<_m*P1~$F9KU@z#&yV?p#F+K
zfr6bohz*S5f1<eZVQvaEclgO;$9p&HaPIxvyjR~MS2>pvY)5$|OMC}ZK`KQ42T@%9
zjMgwaAC>I<_2ZBBn=4~9#kpCkws|1j@`oigX@9QL{wUR<*l@5x>ddigG35tBjXH(S
z0*L9>e<>K2&4P~uoixE&i<G)RVMDnS|MZAE4N($N4iF@mIoPW+2a>eMC(tR!(?yxw
zS5ddYTYhixiZ!3Uav1XTzSHYD$OV>u^?Bcd1%!#}14EYfs8D8d*jicIk*ZO)S(TK1
zdVYJ>3=}=+76}L8fxS_;6l88t0bROyntA2=!*$K`-;ijE9kz?m=PO(t0?`c$7qj7M
zvz|$L7!2zj%w>tIX!ggRv|q=NaR<%#rm{<$xNEsWwf`7e5W;SB?E*dG)i~@*z93Z?
zN0SoxRPlkVPqB9tO6XbM@x$9*ez0`67udh!kY8*DYh=@sRq5>MvCMbnV^?`_yq-~*
zOD}mgO#B{B@K$iyKZrx0&dg53;kf-rAPWhe_DQ^6d;M7H_r{MsA`^k1x0dy5|JX6g
zBTbg>JiWrD!^<F{N-#-VU6ASMiPZXPVS)v=L;f*<X~~bb$?wm2|5Wtwap+K<+bEy0
zj_tus_)Jf9*KIH!iTrQ<bce0(-Tn*eI^Q(%h{xJIM&lVWT89T>-0yj~hQ$u`a$!a*
zxHR012TpSg*0AIzL_`%ea>4dAJF<gv*4b%9-dwvkez&Q`-=)MNygPSM{Kt-g&oAYD
zPWGC#7k?029mhmw)2xU+T*BE)7utFxlh>@{lyponwa{pkW-vFB94S9Wxc+G0<K<`|
zeWK*)o#QDp7G&e2BbVsnv{TZNO0B)dBV3uG%p6SIbQDcSq(N-ggo|317h=<)EmfV>
z`}XLBlZ=A+>54?^$d9uN*nocw@x3EI<UF7>E!^9epO=@9*Zwh}Ux$RF4Z4)rFv$v>
zPhSC7pEu3u!l5Q6N)scxdmDkEz>QVb7|B*B<d6+9xwcc^nwg8RlvseDB}h75oBu{J
z{!*wo@)?<%J}$M~^d?@eE~@0+7@I3^_^%r=yx(i{#Odq&#mvmS$WXoGv8m8(^w~&Q
zK-M5JYNGX&*_b*qpCs5*$g*`tpC&oNUDUqKl%F({-!s&NeHB-lC>!V72>R(d)2nOj
zH#ZL(7F$m*Ydh(;18zAwzR8#>GBI`gnbR;Oir858OQUH}E`P6_epbL3b#rR9K=nIi
zVXLhva6+mqHFfk?qTw$Xr{8D>kIUNciS(#2Zg#+#Ak>%S8gN41IzH{JZp}elJiAgQ
zirWAiY2ezWc0q0IRLd1F_)V8Ynt4K(dHs;wXKcUED06OFC+#0YaOha4jK>YNs+RHG
zqX%a#v+=7sL366>YC0mV-v1bkBAKgx_fXpB(20shYCt-ac@t<y-KWW_0cS^4+8S8&
z7ksmG-<A~-uKkVNE&5UM`E<|2#&g{~cWF1#DzkaN{sf1Se0G{wZSiG$2|r;XGdL76
zd>R}Td)uR)c6(I7kYYe-{k9#r=Vp3)`nizn2gTX!uMK}0lA3x~|Gbm4a#b9%WEP%a
zjXF{Y+SylavSN3yg~p$xAMT!VtMhb6a%?kxQWPwq<{C6&QL@~F2Voh6DNa|@1?xZv
zKTPlFtX$$nRX}LTxYnD03`bJ4%>NiR)=dicdku*R^=W6D?R%O2^O2X%9{gii)8B8F
z7-6Q_Qd21>U7`DZ$%^?mcn%vIwxc`ms)2HJb{ucj++6K731bfJXzZ1*#vQ$!Ey&6D
z!#EBfv=q0X(Hj-NN{YiZsbTZYbWW_7`AS4Qf&3hg5Ty)doOUNv4ZcDZCkX|4ur)^I
zdaTB{bHVLH*p~MX+2Es^Zg)<m;D`zc{tDeSRmd!$*RqZ$`?5ovDn^P{iPxKv5vB)`
zZP>k!b1>cC`%O>+V~(%aj$@i+q%((j-(mdq+n+Cpe$>&~B#P}So_uZI!na1|V*-zI
z#|%B8D6;k1tUiLuJiNklTJ<+M9)h`(TIu8&sXX2yT<l3G8?Fd>8*sGW8DICrEh8ws
zI)8cvA_}%Nv<cr2iR47&E*oW+jfoxFZmc9Ll=SN!t`tr;IgI^dxb1{DmE1N-o-^js
zWDTAe=}6UPj;&eFA$KAmLC#FPaMnTIT-uVsWg+vHomPFgd+(n=qo%t5;RBWkGw{HT
zDr-r~R?vp<BFXJ|@+^i<C$Ld^R{9E)ZUxh?=!8N(htasAKHQtU#l8%^k~*$%f-YDP
zDqs#>=$bTxDWQy~{xMwkJAxb?t~=gq2kDBfNz+9F<$9JnM>$nlp9-hQ+hD`l-I&_r
zH$k<=X+#J8oWS1&F9<J;3^Ff1yV-yJeHuP~??Hz)i>ic^f3{{n7SuO_kDO5PJfQ|#
zM-4B44SGlL4h>sAbPHQurxF+*LTRVn=jJWoL^X|*Ho?eKIj`(H?o0zm1#UUNrc4J@
zQ%c<b+NgLf+kj_$y@{STXTM+$Rll!^r)}lp+gq28-5tNbP`6!(O5!GW!<AOLEvZok
z&CT@<<K8PDziyT2cesd8o&OnWrpK7b%hLa(@~=j-ZEgUT{*=qejSP$E#gz=j2Vjx5
z8m;Wa!njq<bE7SMbF)da%q3WL9#4?E<y>Q6ENBJOn0q2_AX&@(EJ5a^=XK-h^1OU6
zlZU1L{7c-pCAva92s?qdaZ^0X;Cj22wr`30$8dehDx|%ukSSb!TL;mN;G(8=9pqSl
zj%I=aSDR5>q?aBE62>x_%X8^(H~+dG-F=Ppd{|ySLzW2jh|E7QKHA#+XlG?c=x<j>
z6nbsA9_NI*ebT&bx<GgLEeY=E(29>p#MME>lX7F>nN(o(t^C-nJC-cODZBRrjq0g6
zLxYpOFwcW@i*`DoI5DGeG61zWuvyPPaW6xis_&m93NVRw<pVpT*jhq-DFY+kpK`2%
za`X<$4pZukB~yPceJXgxcr7UNk>Ce;D?$ZlKWvwNmuHf<O=b`{3B_%r3=eno`VrKr
zpp`Us3_&|x4`-U2<p_UVX!d(=nG)Da%m%&0lpg1IbtvK*8+Qc1U|9`PrnG<lV1jkk
zvjBRt1Q&DL+aJ`DGf0zainE}^65A;q6LI2v+9slGf7WVmSALIl+39?E2=yanqZ5M3
zp@uprTbh>(jXi7{&Q?e*q4PN}%u74BF7A<ESf*FM+!hBA<j?~iPPj67yI^gWc#j!$
zY$s;H?bIIJ5dk@40Y~#Iw>7nFTPM>@Yn)}~<hdPoFZMAlpI2{FA?KrTD#D-3&Qw5W
zoLl}DNgLLq9#_a`qUgdk|NPN=l+O)?yy_A2a7OFx+wN;_8tH)3&CEk-tjYbMuBW!@
z>_Rtu9$s4!%(?nBAtU36w1iNL(oo#pk+xXr)@5q;LysNCC(mK_b{_;k#m^B-=8_YL
zn&XlDJ&J9K0UZ_YA1yI2UV6+dg#YB#A29sfA#`v<6`N)?$I+agvu6XQ7|tdK2$M}_
z*uc9c5+m*VMc?Nf7=PHF31HP7=_ZhqrRgo|_kc%xjr%<C9D7YG;|3AE8)Howv2vN5
z&tLACd@Ij4Q~;id%7c$0HiV~iU|6d-da2ObOX_b)MFih$1OS~Dbzcq4NWIXhq{SzL
zin>WhXpQI_welu#xkrL;gd!#*#9L6r@~XwOZs~%69Obdd_Z9Q5(MsHO*#q=qaXubl
z>HzlQ8OUEB5-pC83Il{A+*XfCyA5#vS7Ftj9HEY16-cTc*?+&;<-B_PY4L8*(bsdm
zrkcp&96)obNWs8Vl#|A<_1D)J>OI0jDt>uON-sAwKG;5L*x{V=60@=Y;$xMf=c5lx
zGUzbSL6+9g@NP39944i!LssPk=p>wb&lyf8lkT;kk*x*S!;mb~IyVv%RL^rtyz`+q
zT<8C5R&D$QYrNB}gi!+pPRyuX6gSB@62jr~^J@z>Mh_JBwAh2Qx|sZkeE5AP*;+Qq
z^4__*U4~(KWa5G-f3_lA(jk<^r%WkrM)cHcrK#+O@mmSM645&+>?L^A&)4qvCcw};
z^76V_H`%hSBuf+b1J40Ze!N^Rdo5lWrl>sV#^XR3D#tY|rFp#>dwo0via3OU*7rdQ
zvoPcG!+Q6su!yiK`~HwhqG@1=$b}JKL4DFYhCx<?9}E$fo~?-2`R6u=p<!?Q^QtvH
zn%lLcIHr-R4$Sk6Us`0HrL*ToxV!*w^6yDbG;oY{aXBY8;9g$fy{V^ek)BsFK>YNe
z^awh>vW!zy%aw>wS}@0CnS9X8k+2ha^F>U6XVNV1G6)8}Y;rl&iVPNZU2K-QU%S5x
zi3B(A3S|K%-Z)5!;1Djx4?%Udjee57q(2FTDc(nI_Wnb*@+${fhe&*FuGbRwyE-fj
zO5DN(;3L$J52c9Iitgj|16$SP*nJ~du1di?0hrtG;uYdR>kANq){N}3sz~)OmxUp+
z-TP!B6s2rw*CP#No&`p7Q=8~dyBnHyQsLTxA<i)Pk8y=l6TK#Mt4B&{@_pH*pLfaY
zK63g$g<99W(<Wh|p+R`_3eWgrYDPN~VhOt=8;~5UsY%&S41M!{At}ljYnBN#*0L<P
zlAZ>AD#&nEy+FLF%mwjXTuf<fy0lGZ`?VshB3>~t%sT(BYil~E&FkkKn&5PO18GKL
z|FGxVnuXCajx+YUJ%>9zO4Cgk;^8iNW7*Z9YTfb$V9nB#L#Av>ZICH<p!b2pc2kCY
zv=qwkasQ7IL(neZRKd|G>X(sG8QvzK!HFe2s=|ZCog0$0Kjpysa3E8O@M*NWdUCo*
zn}Ka{F<|j{RB2tp)Y{8y>YLs)<V)i0wrCH6eIw^i^jw05r8zcS&AD`H&3~=oa4dwQ
zTy8RBfz$rm%PSoxC28-YwTK2yZ%GwiIx<5}<5u{(q|D<psrHGkaLaAyo=BmwfI?>N
zYR^0TJjk)ly~%*D;8LYS5#qxFXT8p)h7Y>TcLRSYlsB!283CK=ExtSsop2c({cI&A
zwnsDQ<Eh^(&fAAy?*BH8F5do(EZ})CnlB|&c8g8Ja&RW8LUgHDMcvw<X-z8XFX%8p
zL`-k)_sUkFhT+ac=K$HPsbHYTP71V~kuR0;wf@R@-UCU4yUs$(X@_OM4oAZ?2bX?_
zNd!nvZxEK2vtAX=Y}jH~GbM+-Du(>Xm+EDO6MfTA2104?<kL)y2MkSZknNd;i*1Y7
zpN&oC0@}M}_`Qx_yJN_S`>opg7FX(9+jHFeIeV?YeoXYGyI4lEkj$F<P1YsFveJq(
z-W%4*4wwmW`NV?zjN(;qz6#w$hEMt?f33vd`S*@~NymEZiqf~OvVOIWMjoh^X4Z~*
zQx*Vm9gtDmTG>^(F1`^G$UdGR{3qzfye*?N*E>;P6+w|$^u_c5RN>IuGY7SsM!EC&
zWAxI0g_Klk3`w<h<=~*?V91(Z;^+(~a<b@mU2-VzC+9o;w~JpqfHRA0VN+!jBjcck
zqk@z01{zW|LT^4M2~~JS?{5+qkZUn|4->!jXEse?0>mwMDPC7C<648#9w%q7iMN0H
z5*M1RgO0=;MkQB0G-UBL(uI2$$_)NSgl#L&o0NHj6a`{6g)t~;Xo#{Z>Q`J7r>fG}
zqN|<t`_0FKsg{s{WBAj7A)wxW8_Drnx23!9ljmjPmT&#6*IQmclv(=O9+)N5b+g;=
zK{F=8_6WEG3Vm4TIivM=cGuuIZ_ta5YdCr!V8n)e$RkW6$}2{8<l(STz%bX5mMqtD
zdB2Wc@np~#AqZ>wwDu?u(@Hzum~}9Y0QMCq;cGS(NZ_91q0{Jun#_sAtg(R<%m?;#
zdESQ?--W*Oc?9!ID@3-pPNzeYg^`<qp`yK7JcQtq&bIs8qOpomw>pYu%BEE#%PI#}
zfBl#Eq37LOR^^vDK82Ebn8yB4f06dTwAiYf!8@X^0cR`z3ERvGEtd0r$h2<a{c)5H
z$|8kNcikvi*hG%Q_tEg>2p@TKP)NZtd=|u_PE^@O4X%#(E--o9j$Kg=GpKyt+x?e$
zdZ``K`F>~NorZYR($Gj$m_z7BTU&&IxuJSo7{&u@jNDnZYo{h`Gg^mnDVp*Hf8H??
z%UqtUMH$5zw{+b#;CiEG?=tt9Ss~5SelYT^`SkQjDPH2whm*cYrSbjTC>AGb^NT`9
zbYjoV65-8qce4-IO11{7Zv1%v4kBP_=|YagXemx+KwO$VTf;Kw+~b|#3ImWBvYpj4
z6I9Lx_(>od3H<q$r~kTxN16Wav^O~ir6N^m6pjcBbpk>JGd$sK?V5{#!#H*A`CKwd
zi**A+DF5%4uC&ZbNWK~C(+}N$T?!a^b8;on)6LC7R%81Sw$ECOwROg~Hf4UZ19Qa+
zxY$@eTo7YS1&kqVK6<B514k!O<p<cI`&HxlVqzUgymg5pqQzr@&n&HqT5s1ZB7esl
zv7ELjS!28G+`FjT_q<Xg+G~H>m`rlTgtg9-Ioj6Nn>Eal+h613=}tij09`*5swPp}
zFg`^&>@H+om4Q$5nVL1VwAB?5c(PhkH1eQ>ya+iZ10vv|$wLDb5md=nn-UYB#Qd3>
ztvzH@A(0$7v302WuqorM`jU#W$bv#G@r&W~V1!L_TY}}4;K7~}dre_};qks$eL^5h
zplF^g=Ty7O)E8MSuMOLF;F?v2yK$8fWES5xxaE*2oYZYt4Hr+&eoIDYRb=)UgzL>;
zMcJVy0|yT#mTn*-y`6@A2ETnc8omZ?95GR~3iHfLTZTaEaqES8GojG!z$Lrae0swT
z5Qt-P#m^CBOEY%szt(S<9Kyk6X7--uuS6xjYu^?Hd=2yMMxpsCkJ{EIzv`Mu8A=b`
zUJq@6!HEWyUaI*srzh{Ymk-|L=rX)K|I6SJuhp<$m8eQHx;d=vbA}hLcD%a3AFc>m
z+m)t5y3g)YzLe&)e^!JI$yiuV9wdkXlw5xb0|i11E{OZxWMo@V(SGylL6wAjSsS%%
zA)%0cqd@)}-a8-yV%s+*{Cg=(F?We!@!pp1!r7?M>tfCMbmwAFb7;dq28+U$@iG|Q
zcok|l)s`EfYmvRv*W_*`N4bePy!UTC-%4Q`F<_P9oWr5(JBF96zVE+$s4^%W3yUk=
zoYj_F=_U%b<l53z`Q<W=-s<YCogs)IYQ5^>)i{-u^VN^vF1YVip-KkF4$*~C4vr=5
ztwVTl7FfHAVw(JlqM1MM|Efrm_+XqQ^u1xiaSeZ>%EeaNeE-6Y&5CnzM-fa`g^HpE
z9z!L&05y7N`+HCPaMl8oxDbuN-C1X5?d`s#a9J;@<j=HM@HHh1eb=xEd9$2JzMmI-
ztzKUJaY4i967TRt+k4lrG!Ly?>X85RDz%HKBS7pzTl$EfBzZYuBxOH{&?V_R7^tx(
zGG-3EOOHBgbdS+VZ1S@#>&8)<8~o3-rymzs7}cJmj7fnS{p_e4f<`)zh!z-MMX_Jp
zdprit-g36zz|4?p4wQ3-_6{r^6!$WB?bS-NBp+hs(mvkf<xo#0mgxvVf$l9?DdeEp
zsEvJvJyRZPUzd$71{@P^3G>K_nEQ1wp$vTr&3g&0ems0x9?xqTxfjCUX*jkF{2Eua
zZoam=CcDldQD!VYA`Bhq6caLg+AQMp;_}O@TnvQ((2URlpa{<6Rh!rjo(Ho6o-m;h
zv4IajMM<x}Jg8l?PP*fyV*U6LgVD(k#&c)hEja&y!!}GLw@j0=H~x1PXTKd>kp_xt
z8#vueijbdI?q<3pK~+fR*_beQdXDFi@TxQxD3pj;<6#;^2d#&VM?{-$!llM$;C~Rv
z72N(kY<R>%K8HaBqu%xxlyh;tykb)R-nVX}^E^v77Z^nai^wL9v=G;70`ZAJko|_P
zT|yrQ*WPtf7;|TIs;k(+Q`@pB=V7N;)|JZdO*0?4NjENQ9^4Er1{3^5k>JBN#4sWB
zqDG$xIwPy!3*7ERWxTC_a|}PP*KNe7D#bt8*CvP_b57_tdZ1|ZDO#{s=^`^y`cbc}
zNmPr8JWfNAgo<YSkIbh^`{lZ=9LGXhGQH(#B-L7ko%e;@l?9|cd2bRN`}x(k@OIgS
z93Jnr{n4Y^ku4`5p^`VqddyA)zA(E?Ai2f=&L?$Qj>N!9+9Q_vvtLF>ndg%ZQ+jzk
zEYo%tcnd9`O;v4sq36&uuHGGNMU++lLqb7WwK}V3X!Ou@%G1nkjd8fx7a`7P7Tt4J
zK5RaWhWvGYVXeR|THmO2EFrg-DBDP(Mc!`QHi3(N7VMo7BMW&2GAy3s5BhuS3g-{?
z{bJ*x3MtTOl;hKQvv%n$X@S_;TVJwHKZl3R3l@h6xSoxumi47BlBSl9=;QIGdZ(Rv
z%~e#Bnwn=D=bIw=ZiFS@4u)<S8v+rxJS~kXyHgz1(SEYcNlKdr23o4M-9O&GM>_vk
zgcicCZ=Hr6AH|F5PGjusLZpcWIxti2;NGt14Wn<v?P{i0CwAc7O1GSTrSyn5raCw?
zAs_m1-jd^VgWohpPECPjOj{&t@Da3A!;jr<_g^UHTI2WcdBGaf%sx37G@N$bVWLY6
zwK$cxI|gN7U&|8-*U|7cqb+fA_6TfaytyWLs#o(Kwk9ActVgw>q|7b_M3Mmu<vfbL
zc)q&(-D9B(e|T?-^*0R`0NOW>cSXdWs(&A4uh_PYmk#i9x;afvv&!l^sNrXl1NH-m
zcepzA6F`=`%6B1}$fL4fWf3+bsOF0n@t&%p?S&4Jq1lAbWtHoAG<N|k%AdZGQ#$hA
zTJmtoXtnzTHEmLqJ>*-ca4J|*A}(*C7ZBXk)PTKh#)QBKgSS__UWJ88wrNL&KyH8j
z>yLkLLe953F+y0pZ3<Bhl3XujX}jwMav`*TQ9QxADL|C|F?fu-rTxs-T#U;+qU(ql
z^@5P%E!xb}f$7#8mh)P->I`_i2ytJGMo1jmfg=3m!r9aU*F}1fIxKDI!AV}Vsvl`-
zZOZlVf}t@Qez?28<>}?9zMULbTCXX#tyBdEPU#DOnX+!l4DR4$yar5s|3UZaKCD8<
z%|a0rl)rzZ7OHkJ&Bw>2pYCh!+X`)yzbGQ;BPPdNfC$d$(>b$y=u5BPvp=oAE0prz
zx!GD%OFLb4bXddIKL&(U7F0($06Hq{dK#%&p;Epcnwb;<u39~g9{N(|4bg$PNoY&z
zaSmWoo^%L)B*K+B0{VR|MoY?@sj1tnXI^T#WPa+G<@wQU_)?)&W6=9-L)oWJ;)eBN
zeP;Tro&bwk2ks*ce95{6$i3x%=<pk1TDPfbrm9cA;rDr>Hmmr7=a|N0CG#l`#SFCQ
zZ*sO=eTtsOY8AD!(!`whmKZjy&8$;ll%?lxUz-X}NVT_YfzNxz`h81f?Q(l|X|#~t
zg<{#abXK38^CGMG+ZueJ+j6t!#!r+8-0lCq(@#yDjc|b)tY=f!qp0h-d?qt!ZHR}2
zju8D<)urfNOzzF`mR`+b7k&daUYO-ItxaY#SYUFersyp(nK>DvuM241O;P&WQgE(M
zL8s9v%ZR+PaVXQoR3_n6-ccF+kD)KLrog*u!69_V=|0fm5Rkr8DDwQO;Gpc0zy-g(
zM_fY^;Fb14Yw9{*3(E0%FUTJN87l)h?)8^d!xM62M1D$eoEI!ixh(v7+RuLimc8pg
z>v$S4wZ)z#BWfJ5M&I;ASq4Vl4}a`ny^q_*$LcmxuG@_3R``gzYkRX~D|?GI=Qs6+
zl;$RlZNPTJm|%p{YaGOf+ujxa^a@6Bg>7?7EBZwE*P-&*&%;|T0^+)oMk0^ZOmrX5
zXJq8862L?7++7EOCo`+$hC<PHA|0#zl-#Wa8rzp4&FG!z8Gm{7wzdr?n(f9L<@-8(
ziQWH)1p~?0ph`uQPR2?^0zz5mOPc`LGp2tG8WF~i)Wa4MKtZN#+6zn`;Rg4w6k45x
zm(M@r<l%lgl^tpQH_u1oL4t29hP<p2Hep&$)G<PE1lQ7m6HA<ox^eYT)%rso;9wJ2
z*hBiiyBF9Jfzn^Cc}(;M9?e%|*wrSRH_RZgV3~C?S^h3gQ3A+wDmP``6l2^bn+ww~
zca2{x5?1eKWJ1yhW_PGthE8hcoPC(GEcr%_TOdjAnvE-vdAu6%hpVYG_Fa|F>+Hp)
z$8S#61tG2%e0(2Y>!E-<gdDZb!dT;N>ZWuS6Eo?{ivW;cB<hx@@%-a?Q<5d*UK8>1
zZ=yHEh2gUQSbD@rj44&^bWW(O1b=pU*0<hkTX3E)X`(2?bzznTNSv)}#dUL+b!rTX
zlPm=p2UGrIF!6a*q|83hfTIz~E92b8GvqT}ot1cX<4R2gJ(3lRQp;9+#n~Q~(Bz`r
zDR(WTyO0PHmu-IZqelp81EiN2H3Ii>r<)NW7}CzB*+;8!(p&J}po8u@pAxm#8-71K
zQzHLU`tB`Wr7;68#*5q96a9PR>O;xQRBX@LZKFRlnfVA?gD;!sRM+r+kA-`EfF4|e
zqKuXOeSiv)g~5nR1BfBe^Vof36A85$RVm#yg_Ax5X^_numT6TtXVsM(w*D^*vL9_&
zdX@1fSTB_!k33dw<(nZm@(SLmpzPX3dhCX=C|s5TM<l8PE7myt2w(qXp0M})${Y%L
z7pcGaVwPz(<?^}Z*5`<;H>~wW-asQs1n^862D?ev+#2-R?s@&n5Cqr=!tDbjL=pP|
z4irS^5U>Yhf80}xE_nec>ps}vFHxx8;e35t-`3^rl^4TXeII*FcqFT0yH1@8#FaoZ
zND`08L8!FrN)<M`f5X|nHO+8r$rfz;W(*Ky>Y$_m{5y>D4%8cOF`k>z92nT)5omC<
z|MlHeXjJn1*PpS_nlCr?IT_O4U4<{C&hzF8Kj^jJ%Fl)P*^GKjtj|(9Lv-}346W~$
z@H+s5JPp?g5&sx8<LaU-I-PDQ<X|>b3sQ@;E7k=KJodw4p5?429=V(I7G^OuzWeW%
z|BJc0>Obiyb8nNY$}s4Rlz@XweW*mdosOqPCCu=lnTN8dYi%{b$-0(K@42YDb+$$x
zgE@7gDm?&CsjsbK%;|F0ML#<`9rOU+oUWmw!pW#uARv?P=?@dry(W{ftBF}Fj<9b3
z>&Y@8fkC+sn<rGfnF_KAQy}33!y=A(jyXEvf|kE&9+lJ76K!A;Pe04xje6vT@FL}(
zL<2QWfh=#6ND4dFRPxg|oP=RbNQn@7)JwQF9~3;Li&iR1?<|Iej(Ur)m6Jv{$_Z1(
zA+5|@IkIeH-F2n$iB<;uL2b<DDL0uL*%vAT{rjqz-Bg|^Y?1=&cOCU2N@$As{bth(
zM1cK^8b@)QlU^O`&%b?gUpwSpncS9_5%m4Lja3tu^Z%qeAZ;|J+&-c$EYaz|b|-D$
zbG^4Wf%4G?N0$+ft=oDr3LruK@!?cof7px>r`NlyofqR0E`0p$#sFownCOAB$P=${
z)o5G%$KdpIIZu2zqjnB<LZIR2lhl}RQlD<jC3k1@=-H_|%y}ie#GIBF?{tJhXF{BW
zfKN$;n><xN)vX3>D@=TCnhj_RD&cUKxTFOOGw)-imYVrCNVBUkqdq-|K}qh*Ned2r
z(c&<-T%Q`~8@}Xbuyrx)1}CA}R(&z80B7w`a#hbXM06#1h}Q7*WB5)2UKgK{XFC#P
zPFeX-6Dae!{g(RcT|0Z?nuI6o3|KfmjPLMDfwRsMTZX-?`N<F4i>YJPUeG+(8AMi3
z$v&#*@{(;@KaB*kEgK%*_*-}|5<|NbHD~N(VC--6TWFj|ySX`yl#@7Wr2O@zaWuou
z=tC~NuU@Z@$Gk<6m||U`>uR1QeUw4&)PJk~Rv*9+F&)h;Q=KCTQngsHe5U|YxLc7|
zP{YKT2ofKVe-mV}>(JDQKDlwbw>0+G6Xg(ZpK1tMQg3kFq7quBnu^VkI!3#KMP`ol
z^oX!)mM6xfQ7^KV5IkzF;JU@b{~56Q|CgBjfAU%XuMS5RZZG-%V{mXjGkwhN{=cNV
z{x?UH+xUW;4JcZ%pm2kTA_q^%gf~C#UK`L#8<m0ncsujwt3>u*wdK|u?Odjpl+8N^
zY&^VN-{d)FMsQ8O@9w&4XOpLrQxBMOYMNf%BgY*(#=XWkCe4L?-Mlk@Jf}k}t$(Df
z<m7tyTl5n`WMtmy>_PR!E6!IdF`qQ>S3A6dnvVDmZ0ln($YX@##<yDqtmXlgts>QG
zgY+;xI7WvYLRzVKCDRSQ;(2xzlh&Ohl*Ouvcxh>X9RGA%eCkE%eFvi5ueZ+Px}!-n
zrN@dJ6T=U14RU6OGagpv7C6lpfMd^GQ=k-*P4=rNecE@6cRPef)Xlx;WN@qAK?U9V
z<&9|qw|5I+(@~kyJUdC;(3<k;s~|>X6y>^W-<H*z;nFb+X6jJsUl{3n^R0YAb^NH}
zDkc?D*X%I~(~w5YmNc=~2Rl2wn6Dz<_6;%_@~gE*I6?FpNH8_vbqi`X1V*44#GgFZ
z#cT)SP=m(2%{JKn)Vv4wd_O*4A9v<jZY)q7h&HqU42P4BHUhzg{=B*%$!FhL)1%^x
z(UUr`0Q|EolQUhXk2ELOIg(b7sx-W~zsjAk$)c?ubQtBDDbM@inXBIy)h|yh3(bk&
z{$K(st-5eAa=8hkglY6n*z{7z>j{p06W-CBdRw~QU-Xsd%&`MpnY=4$DA+I$D>(Ov
z>k;|=UhSoZ3MoA<<3<VHV+rD5aa-1YokrIWr#pKx*F7|Ef5+4K{A(Pj&M(qlV1>}*
zJvm@sehcfJyl+gbjd#BUtGn=>w&n?CeorjfNdwXLzbA_}KXNiqIP(B*sTf<%bB)t@
z5W)Iu=e0;OEQPls5F;~7Z^Q(5f<P;$Zy+uKYxc;we!~n28pqL$P86v<u4ZY(u?)P@
zkdFfI3sUrwkRwcMk<yfd*10vs2*&PP9lYB>$J2QC0<LGV{UZIB<x`$$=k0T@*bYAM
zL&348ql!lc**hpjg=59T$up*VM0zkQW3E-XmtSC_MMWAmH+!q+yzvc=S(k!4pUs8d
z)*X4PF5a@tJ18ru=$G2cr;T}mAQsNh(-rlgdYf5Y><-Q@Dit*+5X;X*S^1=HJqP^9
zaA_Ui*KKqIf;QVootk@9IGjA7?RjE)jT1WAaaY>s@=;Z#<{JHzws33I7;)=};$5TB
zDRL;dqG;Ux9|I3kgL|-(BlGNPljcK8Lxz9ZT28`x)4RBqS)vgmRGICzCWFsSldzYy
zr<jaAzr>fPto2?)8?9sQHYhqY1#v(9+TSmuM1FGuLLtEN{4#N8H|VXGoS0{Ss3yva
zyrI|h_Hpk#ZC@O{$!Ds+b0u;!>>wGTu%YFdfm{LvnGgnMfHb7d)8f|LaKg;SC@O-3
zZluHQDeI}x|4WScf624{&usDk(HAe3{$og%NIu>W*a>BT{m;<v|L*H9&&GsnRRx#W
zqDB?UVu{cB(DsJk^|<e6K_IUgtgYXO{<gK@xUOzr#;K5Q2|~L-XV8D9m}9Eq;oNK)
zOQJ5e69MQ^lv=AS`7MI`{JAFVirrk=UEb1!uA9DnK3?1@2mU^oAUf;$Tb3;nVUAt4
zK%o*aIH#zQU%zU8J*6jiSC=RaFy>F2H1~OdO<?X(!1#SrV#sJORLK_m_G2NU!JdA7
z9_TuGD7D_Mr|Gc|aT&bLaS8?RiBATH*^LK8fSu~ThXh32?UeD>esE{mMuPu|idwe*
zU;ezYH1qlhhb(w5EsYg7Mb8~eajbtB>>>=8lx&2aW+V)jtX*aa^W%Dqmizu<=W74-
zfF8r%a-1TMGHx<-vc3NypgF{8srb}9=`r6Dx{GA9`va4eObRr<@1Sg&%DUbmbFSr`
z`UeHK7_Mu-f`xX(MyAcdB#&L(#!dnoAT2!<(FbbV^A8P5@U5Ekf>37cdib-?PaE(J
zb@mDU_p>TCeTS5F@%``f?w-H>*8*DhPZjXr7RaV){q0ifCkGA&icZX)+)9OWGlshZ
zCrT(!d}bSP3oP{pdb=@5Z9b}tZH2=m97^n`<zToIe5_TK@I!!q4B0Ujf;L$Ff?XpV
z%6&`9f=O#&_kL!efy*wB`_Atjs$gCKpO>o+#sq~+GsNS8d!!<i>djJ7b47O{+6(~z
zncb3u-M;ld)>~Z5sG<>*vOaEWlc1q&#mZyQfAP5>C^?ZgQJHrhRizt{ZjVdPz?aV!
z)l^zVKbU|Xx&{=6(a$1qG{dfRs!mQryF2P~q#)JQWPIP)|4F=r@uR+jk^1#JSr&kh
zuYX*>h;jYqO}xY4r{Q5VJ=@wAQG4rjrHf9LO4BO~MN50<#?~}hCjwh<1MtW{cf5?H
z!+;(o7S9pFU8>zIbSvHYRUb-Ctw(Bcv-R!lDu?5)_k?X^T-k9+SPvaxas4}ZRgo`r
ztoPCDe5qPN^f=tx6`B1}u20hZ=WycF?~6hEWugOP<U^0Pl0^G7kGF^&tWytfZT%d{
zt*g(-;Y|<8q{Q`3kymT_(ZtSqizgp~AF1<4RAQEW*U=|wv>aBPNJCVK*RHN2gV#pr
z9r)bf5*7thYG{4f<8%Lw%`d;+I^9VNy$1tP{2|rp_M+l`MCp-nj@BzfAmPB}#P}2i
zBuLPF`!c-T9iY=*SiOF`429&usrNg4sNQ<b&@Tvm4ErQ(zSH9cJIR>+D`ueMkO7vG
zmXzMA@m|>3f|t6NCEq0l3bCYiEb?chi&X2FsA(AG*$XX5jh5A{LR7iNqK9zlbR@Pe
z{z$XOr~b%8#0LsGf!^?oN$vG4pyQEe24|&ki>Qet#P6Q}^CIj2tB~49d_0qCqm0DL
zlq5TWlueqj<mXL!&!C14^&u)kf4`+9wH~s3@tPd;t?!!qZe}fY()0*++8#8q`+d{p
zQ6X$$P0T2hHFAH?#(+RN%4s{lJyGV&*dxR0NPW-IW2<Wany_{7%%ePOBsM(vZ1>Z}
zL_eh!lp~LT>Z2Rh`olO^aT@~J&R?OG9}e<=i{O)~vFWxgY~NgZLxLIjA(V^jHk{!U
zr-T+gIMwr*Y`C2f9n&oq*c^i5A(^c67)S@~MVreDePz902VIpj31L(}=JFP|W*4uk
zVrwl41iJ<kR8eKPTI4#pWE_7zp?m%tE+WI~J5%q_q^4Ct916sjyJH$Qx!*w4q@1O4
zB;4+F6hvZ?Q*iC>+g%qeg@Cd2eu%0?9rnK}1{V+)avGhhEIM|6=fqpBH^Sh;q=ldG
z+0<sKBk$0<zPYvG`XY0Q@g4l3G<kF!xH;2Ys2L7u{WjiqFF3&r>kZ!mc>}mwPHb)U
zf<DVFvh>YL6^7$S-gxHpP8=vLEoZ>1>%q>;^`Qf8Qsaq;;4bS~s4@*4B~LhGqdfy(
zr3%bVWI4|df)u8y<RI8vZ$VupCce7*=RB!bk2*xJ1sx+ehYhVCZi8nQ^G}>|jcB=O
zVu%zV$xbGI8y!(FtI#f8UJ<PxSOsvO<qhYei-J2jMtxO1qMw~}Z9ezT+~uf4&bsC3
zzWDLrrw`9EV<MhU#zRs{h**tpJ6MW19G`$CPrNzS1RD{xq!7*pRO5vawkH(wywfMT
zg&HgC0XRk_66BoLw_o%&HU?pK%2PAWz5GG{g9_w_yd(w^Rg_Gv(ai&UXgG5984@lX
z0W@{Mk@=fJ5vE2||0*w4r!Mjbw8T6~(1<dyPADx9{AkgRP9Pn;e#y%gp8JX5YFx>)
zoN-fCZoSOlfq2670oXK;RDMDr1bCS=^;r2=V-Jre&^vT6WN72Cfc@|1-}}ioX`Ym}
zT)M~OLg@RmG*&zT7Oea7qPUr8Ih66?@)f;Hbw0j%+{>RtD8E-C_gwGLsZFj5aIP*c
zFA^oDJ?Ci<_1D~MY|Y&}TrSxnYc8sX`KAN4{z(INA85rLlvTNLpmee|v3!3^5Nc+2
z<eMkYaOJ|qZQyt$_D0FXwpYKyZYZQ-zWg*(xGi4Zv>qf8dJJa<P?%%?V#CEKP^{TD
zB4&Xio%IT)Ge5*_Y=R@Wc+{#R!@{$2gLHosVHQEtT!~gqODgDKRda*D<s}lvV`rnR
z<^ZS2*{`EpkY<V7L*X5AP^aGLnee-Rrh}5R)NQ;#h8eY_?|aOjERO#%%rPdmXh7yc
zcNANp!wwQA?GrVBT_n`FhWk=D`_GyFx;&ToruD?o&h1;i{*1zWQ%P|>7y)TGTn%ev
z6#MHnnxS7N)MN<-RF&_A!Z|GQ3Qn=AZ*2(tasKnC8UfM9(qllkmW0<o2v#tkPb*tT
zgPdT!>jl1!L^VF$7TA+<6S;hA%!FpAw3c+()CnF~Fu^ErO~AT>^ctGPvyOxmD$Z6&
zok#?@G8vg?(p7^(=x}?v%zNOE?|Pa^QsbI$(Id=T`t(f93m2&+xu2IAw0Cc?*k>oX
zazBclfcgf^|Az!wApzJx*C6s}1soZFJ45w_t&NA-0k}Y_bhf8%hS;w=5<D;wwy@5<
zTtMW)(a5*fSZPXWovFYV?y1wAuE~~H-o2hxn=n^8^tiHQ;umJ(;V6GR-h?d@7H~-e
zfV`x};@jo00T?@HL!@REbEJ53ou~QO8P-9nIb##M)}FnB>FeeL>Qa3v3r{HcSm*aH
z-&>O{8&K|(!y9pr4Przuai&z9O!6i9EN4fX0IVL2AM!mA$v~rWz?c(!#)zg$^mBgT
z=P%sFmdjPYkl;Z2SWcI%)9}qCEjH?4x27=FXzs!MHqyWUZI-W>4F`9g@3e9Dc-L2l
zj|1lyE<NdGE-K5OuYUavS-LJJk|l>}SC%KL9Y7igo9^4Fjiu2<31Q*kQaa8&X(vH0
z!)2APj9jQhu;wDM5hHn8kIzJdOS)7)IdMiWqyOsDlwlqR+iS;#F<bvNPAFbae<&wZ
zEc(VBEf_P+c&#lx&nl}v4Ye*>KCuh|fdV-KR~m|ok5t}d5IzD{$%9_fm}cpT*=Gg|
z5s;3G4u09O7VUW+DK8yl^O(z+OVhSgd5M4J<1Cgq*9K&q?dEKg+&ycC)I9nuzG`UT
zD^-|h&M5){Y&fncsl)65oP;^J{h~Q41RYQf@kCP?eq!rSr0TY2?J;xmLfX9P=cRAW
z+tOM7a}Vy0lS=O>#R-ypuelb-ar9rZ3zlu_6KXIXGK`*C7f(XB>%AdjoaoJ3mArE+
ztaZW)h9sn<$vma#wnOsHBbnH`HSpY!Q*X|3u-0>G)g2gEGoz9!U=93OP5U)AA}J<O
z6D$~<b)|>;gUsrE^JY$cGiI}fv<8Rb_OVZT)kpK(svDAr*UvDH#}eU#QMYK;5ex4r
zo)Oyf#w`U*&=LKQFHA}LLIq<-b`v3s$Tu=gPlTH9S@sFB0O>tlc9kpSd_z695YUMe
z68?Ld_luCS*0R7^V$g1cl4^UxnM}OaIU|3@ICx<X!71)_p?<Ry+tdaJ3B2@^sXJ2N
z>ArHe+o0pQUhCjti}aGsa%5pk4q#HTKCCrrZoiJe;?$amiq1gbs-!H|T#pZ$SHeRU
zV5h)&#?C@EC+g0K1?A%ZMcsQxHQBZ6zSu=TMCnCTn$kgfeH8%%LZp`vkS2r}Lhr=}
zNSCgmDG(whL?8hn1f&Z{heQ$}Ql*F9;obSxS^Mn0$JlFs>pNqeGsgKdZH|m5GtZp!
zzOU<dDTjy*+g6k?_e13MxyUy`PbXbm<a;t*&xv7FDq^}TH=$ELVVHvWTKoKUjRcXv
z*9oS3=`iUv`#tJXeB*6i`&i^e`w8Lq(W<`5e(ud`=yNimd>xl!W6<SglHK#F3Lo!x
z>An2@{wPx<vxZ>%1&L+i;Lynl39eK>AyG~!TJF^j0Ep~0=2;yJ>gc!I-x;nr_Fsp#
zA^s#hv5KG0$Jx1O<=v_xN^NKRDoD+D`d>C-7iPXZt8wAS_e<)IXdoLO{wNI}igI(I
zTJCKgBo+D;YD&@cx?T(|Wf{Wgy2!AT>Ax8+(WwV<&q;nX_I>;3jYR9QUQ|$Yw`Eiw
zJwYtIDq{8G8R=gZGs0HVoHvkHyvP6<0)3yH6%qZR<RNy+FsSBqzQ15@q&%j>;nk@k
zsljy$Uj{Y0+1F{=1P<w#DkNBo$$tzmFji*!c=?y%nbgN<=cD>jqyQqLY2DV47Al0O
zN?&OAHwvGm`xmmtU4qo71!HzP_jRTP-;qzVOM+5+o)QagcvS0Yb=xXHb-bgT`R_Od
z$eEUmFiT(T$<(M2<SX83BAX7at{lLdLJ@@Eky8#+wMhR?kd!nAdT70cN!GekN0QVK
zxLV>?%wjvbHZsvZZLPT6bw^amBF{Q&?k}4J#}9ed44-_vcM#B;riiR?(y_V%a6C0+
zVj`S877!A!spVCA>wji0{RdUK|NLA2)otqkI`Xdu(oVPz9i1T2Lren<J?ZEhFMV|;
z;|<{TMPq|EU79MNm)7=hjaKlj7l6By6X4ST!_CK?pB(@D0i8D_ud)Ox<0gvo8z!K!
zmR^|*FQVmeTrbtGYC;WgZuXu?{eabd;jG^&INKeGFM5UbujlLyRw=X>|9*`AU%$`)
zYmcPFj)UzYN!D~+&cFrR{|oE(f4cUX&cBg)SznHI2Fev#aZ+u4EktOfNanq>l|N%8
zJuAMQcV?J<lP5v$;!w4MOaL=2Lu|XR6NbSxD<L)y-&SHrX!STWfw%`WI_~|O;moo2
zdPLLIqJQ$Wp7QKE8Tjv5zs1k7XDPPfMQbd4{9l<Ho-x0PlMUjRTnDm&5KA}m5^V>(
zEJrmRluq?gS*{9lLuqAVfo3VTJwe@8A(4TuuwJm$R8woy)n7~GNsRWp3I*&)Ia=y=
zb>4&sn;jYX1Hz>Dz?Hd`f#LDFq{p;O!|2bTr5#t%2{(Wu)V*Lh&|#8v*vKKPBCg;T
zo27l{DMS=Q(_1_A3#{!KH6797-q&xQY2(t8ArNI=tTsG2iFtugjpO>BVBqSr^gTD>
z)2)uj+DfVwPo%9LnxYKwSqe*P9>l6@6MQ|~a(4kwVCrxUdV!~mVD70rXs6f0Lo^O+
zi&KV4RUuZ%Q>ZAcYJ`M#91Uj}?{IknL}^nfjuXRgfk!+i%ee~DNc`&|R+{_*SNz0B
z+Uk@UH$!Wzs9>`i(y>NMu%#f2!;LGOSt25wXeimTD$pLHi9g_MxaYiHMQahffn)R&
z@CowU#s$qI*2aPSaIew=rOn6sOFVVVY8NWvWWP7CcqGXOq+4tgvUAbJ2$7#S{4Z;R
z;PA&*9`fEMjSaO&>X1Uh&Z*h=V%d*KrKROF&Xq2=KS&34F}Te9vU-hy0k5FMGzhr|
zaO7UC;X&TadUWTb5e31x9}!g6cjz#=NWbcm+SIXCQuoFC{3-X#GF7+OMqbLwbrsa4
z^MPj~bFy~k-2|sQP9qPW#8X*LdG>WWZgM8=6pi4Lxw`zl`4()o(9W*DFlO&dHkM3L
zQoi3Zr{(1m{L9cBR}8#J6R@3X;3ML0O)a}fu%f0SAQ**joV0YMT@1Usu2<>0PI*G|
zXYtoCn@Pt*C9(zY+AdDoC9^wOk1_RRCC0=2$VL9k#!pXX3Rz<x0Kqt8%gsT}&^KAt
zuglD)eCDdCe%VLlf#G#{GwsZB2(Xn&(~0H)<k%ls^48JJq4%p@s#3>hb)V}cRF{a?
zo$2&pePGj7B3iQcxxa#<?0F=%SiCocI*QeXR^?07cGGB)+L=w#*UaCCB;7ThNu7hq
z-Timq-v7-i{4cF1{%;5SSBs37Os3#GL2sI~;E_|5cu?qkGuI7k%6NmzSuMQ`ZWOa`
zEe{Q`)and%lv%O0+BDjoKn*OkPM1!J^aI8Y#ST!;x{bm?-(OdHa1Q7;LNv;Zw20?f
zBn92xzkU3juizjgbZ0)hgXEpAN*KGRTPBQ_2BA5#=8`6`6I8St_Yd6NUQtA5O59$m
z$C1aXDDH%#zDF<tv6CDvEy?+Ke&c+7BB84eUs;nUc!$qF?iPK9Ezq+Ir6cVA2>%(#
z474|=g^v2BQy`urrcfi^>M<b$RqVo4uI60OTAE#@k<Iae?J#o9mlxPZ<yqMBNNX<D
z_d1LkXw3EJv-TVrfBpEQrS7vT=98&6!vj{Ff^uz+PBX?}I~)Kf){qu5aVjd?D`!%o
zmSoo#Kp3Ud3tpgyC^i9leEZdHrj($hA+Ryv773XYuHS1BP@lqIU+E-&`MKEZ`+3k@
zt1l&L%6lOERyeK6jBy6qJL;2hf~>0{_AL+f`qjds*7xESX;*LugPt=<>I-j`W$i$^
zzU&L!vMl_iKfM0BH6w(B=<tA87$0U2(T&lX7}zj*B}YrV;<~Z9>+{ik5Jvy=D+P>3
zRln%Orrh&ipDzOXugEg&p5y4w$VezPws`(WiqhBxpT*k8>ku_KW&|(qYqx00GeXP8
z_h-Pvo(eCNQ)^@?27{>w{U2P;uyS`QSQ_|^2#pq>nl|Rufa^aF*XJwjTHzXIU=e%!
z+@}KjB{SMr7K!A5m|*9#<bx(xe7O7&s7(95mSfyhq5SP<Z7#|@GwieDh22M>8pLAc
z2i?0hq|gH}2m~9v?yk*w96E*OWMO(t6iOQUWh^<LI>hLyup!$<eV#keb@e!B#j#8H
zS*m;XpJWL#@gM;Hb!M$6yYFNN{9?N<A9<|5QJgS&4W?|f32K=S7y^z>!K-*aU<prY
z<A9^1N(#IErq2>drpE%_evnF+t=N;A`hlDJ*XTZmk)dBTlt8Da|G-=RpVr0y`q%zd
zAS|oiK6L#wQV^;)xHd#FsL{_{b46T87w@3Gn@N2%4$RbxSo$ON%Dx7adE#wcPOW2~
zOa$X#9Fy5=t2eVWnQPBTcCzsT#vH81pu>T+hLlj&?5RF<*?wUguh{EyF+$BShigE6
zJ(h+4k+jV$fZ6&&o%rmTu8ynsZD1Z-WjjHWvH^kKLwmTLTK$^n44=i3c0<;;@d1Fb
zZ&cTCvl?1qQ@E!tWF6I+MG7QZk~O46ic)mxE1<{Mk0MV83k+Nsg=B9<>4_npc2}ms
z^mtJ{^^>G3k`>Iaj!C?|+gO~>hTsefAnuYzjKrpZ$^PGDDkK$d3DN1F&{zI}@E3!C
zYi743gi2a2nRasX%nl(loR-Zj99jJ*mWIYQ34BI23v0Dkf{o?N(w%|UjaH?$<lWKb
z;(E^{ZJR-y468>iS-R2#wxh1fZ1$H8$ocA+>4U@9x?X+K*S%7!jZjNiH&G#0GbWRv
za<qtNzrTM?_WdvGO|3wl{q7bcv%iL>(u@sLo=Z#9(B(shukmk9J{B3#YIDodUTeC0
zL&PRe>*2-o{N1YoCx)ji`=No;V4;rs*$v<>3zPA;Z`#g?kssB!Of`Pw>85oxtLJij
z^-@E`DwKp;;D#KOvX)WDXRxCVE_+r@<9{<)>~V&vu3Jq5;}xKS*W7K--(OVDPPpIm
zW$e2hBlDxxREuXC&DFxr!dIuUvze3miK}~Klsb(K61{H{m3@?Ew7UdwT-TY7M!AzR
z?YXI3WN9f5-rX@_L=Y3BQ<BnqjU=St+*1H0CFN=E?@}qmynXI!6UM2L5@Wt{oQH7m
zEP!aSt>>ZFo7zvs;%L^%9XD@=I%_t>UaL-3MX}vA%RPG8rTV>>gEztP?oL3Yq8RG*
z?A;0T3{|u#EG);YDR(UE)3Nx*UM%*VBH>2ss%BL4M_BE6Gka~v?T;54q^AMhFMa3A
zd@e7^S={|5{SPvQ^zP($L|WDML1Wgh%Azo>I>LVVbiaUIyDDz@?b(S{X(_M;!aw$O
zkSDD#;n{J~?ej+_B0U$RSHsDtYFDJX3u9bplS|a-`t<Tso*?>>s5O4NCtUhWfyRyT
zPGQpSK##`LKfOUy!RJ%OS5?JPp9{SGM(1WvfsanZwKm$f)MbGAOGeK0IeeHEqaXL;
zSj%OQJPE>z&R;;d-%&}mUhRnmv*+17O%AcRvnUN&EQp9*p}HIqq$*lbM<jPBn&99%
zaUfmqN$;pcsc-O|vW;v!T|dm_Sm84VTv)BlSmoj?whrr;EuHne9buO+9g6}^ZypC6
zwO=d^(}K>|+M_<2@{ITY9$O7N$CXfV9ljmET@zK1%6R*iNf)(7=MEr!%7&p+m99+C
zW1L#YE*oh<v=%Gu&50BKqncSCsr)yBRGko^ML4?GcytX1rptjQ!}#~(9Z};Rfwt$N
zZs&mtQSeo8hQ;~BO-3fq%Q_q#t0<Lri?BkT=meA{rwKj;RS*EzA6z)P4_pa@i(z*|
zLON@e!&gf|ST_#`W)1Hm$aQGep=hs~%AL9Z!!N=qx6}B9-7|XLs&-6&>*x8>?)stp
zdK!kw2d`;X?b*HSNrD=mTt4k-KazoUtx>Z5*Y|KV&qD}$*Tpu!70$bGcz>Ck6g>zT
zEHX8Cw4qV6D0Wzr$>A*Qi03jfi|yG^dAvo8%2?SAfZ6v^v_S#mraf{d$kiN8ii3Zs
zRt;fwQ&f;y1AY<<pB5XsldMlyt=Qe~4TbR_Bweb69`k%vy~X^B#8KMq4b!tj81zB~
zkWkItQIBnK$XlPE<_jl|I^)%W^<&`1+A&RK1r56N%ziyOws5&NOG%z$4~j)ThQo3{
zISbvgU=rfdXQ2J{SKn1x_s+Qt*{jk<3Nu{c3O-i!Y!CSS*tSxeD+e7$H0=t5`}-pi
zhGp}FL)gd`?-uaxF83)nBn0(pTaYuzx7}xg>HxK@XFd#H%ilGxsY3{fK5DU=jMKYc
z=}S6?^eEXfM_nd}lADlC2SQ>NdW!swElu6D<3u3GvGAZm<aOKq8;>@$Q2sL?6(9Ry
zDm@Sq*3DkvIG)ehKYg57ur6Q5`MiFVpafxx+%IUMYpF}59$2sNNsh?9wT#hvf&wV~
z=stGvZw5EmxpvzXgmSdj9YckX=VhYF<>TN*dlPJmBSIG;veguPL*crZh&5Xdo7qj9
zhl*)?BB9C?5=-@9Xy{_i3<Pyok)}slEt?zMGdez9-m1y3UMq0>Rz2#!;TFmoj}DV`
z1_2dq+@3D_p&MKcIG%l*l|6{E;8rW;Co9b(R;D<q6{Xa7MI=RCE`RP0z@BM<Jp#JV
zt#x-_S0MA_)ym(I*LtR*CglPbrzuCOtJ0qu)oX6WhrJqY$t_2dUY{vnthE~ZCeZ=a
zUr2-O4pK{TyOq8M*(E%1mJ=B$CNFna6&5)KPu7t4+bDHsro!-QVPe2<(ff)6-<4*+
z(`xMX*C@>4DvBm{bO#B+3PI7Y#W>l=c5PF8Dv*f|Q(SFQS7}d%X;=>E$wS)8HIU6D
z1>Cipb8b$pU5J}{sc@$0bHTknj~stbI-d4$6=mO&X7VO`P$EJd(nz>4qIK<9ci7+P
zl3sReqT*?_Mkeu2%Mw#tp1HaUP+rW%QfKcC8}_U*Lob`Lj|m9pKaWRM>tx}%RA1!g
zr!5d1j8Cq{*zJo=hl?5RM=~qP+XvOQk+O&z5TaSLKcBFcF$v%lV5%J~It^m_`iEQ5
z_+GbMJYnYNF)lJHHB#OTVr(|lM~(RtTE;kqd3{rK<QO&uyu2SpGQg3Db7&k$DaI@s
zct_do@<6xAFLtuIinz6l-_J5zqwQoRQvD_^@($7;ZcgBXK!1In&W~nAE=_U{G^m8>
zhL%Bn`GR0O6Bn?iL)YWtc~UJ|Q}@Mg$?#~b&oCN?rC8DL!v2)wYegf@y?2rd*F&d8
zGs@gUIM&|qF7pzau{dnfDbeaaLs91~8`kt+{wis3TOlr0AAPImr-qUEnwhlO`1Beh
znI?EsW83gC=YAHv^p|^TkpERwKy_6s2OU)PILZRKHRd95@%v)FLWS}bOKO)xHw9jE
zcy4Ht9$!C6hW}Y`?OAW_e7cVUtb^Qj8+1z_RsU)h_$ebW`vRFU{n4&t>0#|p?u6HB
z2`21wV&`!njBex)Qx7&XxIU_H_qh9}<ho#-#?@W#AVdqFjr5bac#b(j7xUXoR&44o
zTqWhvukR0Kj2=WpBB-7TW$F%xr#RJrlf?dS4`lz!lbmU%8Wq~h<&j+rXVL#$n<5bT
z>iB`{RIdMy`hIchL^&K5@cnbPA93gr>inyheT;vKL$)i%r9~C)IXMc`OmjXFK%fK2
zpM}7=pfArVv6YH9yyNjTM~ZXfxG9GlWA3(G$qGFm)_7+?!$U(8pRZVO8}Y{k3tv<E
z%zv(H(Kt{1+IOoK>;Xy~7J%iWPyPr*cxz9kS95n6B4S&F!*kO%44-|<xuN{lWj*rv
z_M~){1@<-78f?!;5NFTnIjZDq>+Z`2T)EO{%&2;k@QXR(W`cV?X}(a)ABL>1IaEg<
z1-LqvIsSQD^17{-yW0SO3^(;4Zo~h~mec*K32M?s<em1utYG%TsJ>eH&g+HZQgcOK
zj~K`0bwnMKz0=z5sy)m;{hl7lrDIDxA)|@9B$qTJ^4>xSuDV+>S8sYJmq@)*uvoT?
z4}ifM%QySqX$e(txW(g)B7t#1tJ0PXWj+jHMR#LvU03_88DjPEgOgBv`zVG5DLT4W
z9jIX!A*xb(I>boHlyF#U*FC+vO^p(~)*v(mV~5yF6Gmhdl2>np`cKvQNk|#@9X#@g
zGX><@Gd8YEe_H3Nkh50R$pG7TE!JSFCn?$uTL-Q`$pHl1rtKK!N8i5pG%Y5N4=C7=
z24HM^rv>Eq^rQQqe2rdGS9va1)$~!M?Zr?0WeV2i+1jf0rq~11v<3nN?;qbZ1DD`6
zLV@zc2k})qMiE>}D_Y|FhJbbA$Elvj{;^TfS>7mpUy%kA9wv|V$-<25xlQ%&UY}9%
zVfb-SRuE-xP+Ei^jNF&%?V-(E9!xe%gx(tlTj>7H@M_q^!PoX6yt5o?ueBfaqLC*|
zkLW^TLmwMeEFXI2yTQ+8M?u?DoN};ly4Bz6`^0cxRa;feP;I!6>c)r|VWjMaNIjrM
za)*I<VM+Ln)V~?J9GOl|6nC`3*D*;NN-r8k7f$8kO=~MRAklD~`#`5UxksQg=Ter?
zCs$P=^=57XsG48l6*gqJ(=@4DKB?&*?`T@dy9^hshiwR!G*0@toqr|Fb4Y<k4|vtj
zZ&TZi37tY_o;gV?fb6v#ie?n)>*u}!^=!STh8qv)t8(CMtG<jJZX)3d<+w>A75Gr-
z!udsXT{aM%O+Zk>(OYnx{Pn(!Qo3;Myp|Ll37iPqrqhCo^RH%U4C~jQTGIj_vz_zo
ze(Mvo!1$$v)!9HHFBu^vBf=BGi)jeVuroy08(2laJ`FSq1>K=X0~`zG-A;Q-5{@yf
z$6*I?EZ4h+TGmW|R)eUtt-=I3W-Cu$x_p?72pAm`o=miz2tlIL7F}8rXN2c)6eyj2
zF1n3ZRFH|czf^hi@`nGc+K-Les4z|GC^%C0JkTwu{rO{LaKfvMhkcYZ$F6gic)BY_
zrcCr#+x3SZWp7zp88+D$w04fEl)!jYLza8tQhtr~ehaRYW6=7DZE}?7?AMVewr;Q7
z*4sYm@<{nDdVMDSnV0-oC&toz5bohSpXk>(?#!{2&e^ojbbKKuxhmtHcBQh|0_E6W
zE1<kbGl1H5^DHnrZC?$n<G@=^>MB(zEB@|elX)?@`_d}Uz09K{-&cFkkunDsNp`OR
zpZSCwoI&q5Bs_Ku499$4p4#A6nR1Q!G8e2s0jS#^g?1ku2(;5WfXsFi;C_MVFPxzG
zuD{$1`o{c<s-H#%lX^{oM=Bb564hLY0nAR4`QHq|yj}Djjf}`e3}z3!M<muQJ?;0}
zUefbPC`TECl@i5_b|z^+8BL}}r46^J2Gw9p4@|VscRJUsg=l-<7AqHTow54+dAb3A
z<!y#D0m&b3dJk8twhy$-R5o_670qM(%Ij>m@bv~15QzFvV&?8sl(8v3|LapjR6}0v
zW+QR5qHj5OL#!?G(h}25^0md3B~;s~<k#qqaIK}g?YJanJv|$p%rsGvUrH77zQ3$4
zDhtNs@@}v1MUYL>n#Sf}l)wNAwKgxAXFka7-t_26`QnilNJ0Y1Nn6Os3f~*<Yk*E?
z3tqPkx-;1=@m5VK{%Wpr9{a@%@UQe{RXdg0-y1^>#}T63rSEfY3|&hi%<ySv>}oVv
ziYqRdAo-4BQRG$XL)yCr-6=w3%T2awnUV+7Mpu9SdZ*g}hpBzcGdhKT5HRN7_`0dK
zhpuKeVs@)8<16X7_Qn=8ZUk1RI_TJbC{^@g|GHV9s|9s0KR|>m`@7&ZjW2etIKZk;
zhi~L6_X4p@P6a?2p@80T&kpar`}Tgp!C6WZK=H6~Oj<;iW}(dnur*Zs?AZRf)~uU%
znuevrbZ_E910$gq%4^mo^=>mey1duOwn^HG`oZtxB^GREN>;{$CN@_HT;c8AGpk~(
zaRA{wGI;640hTlmOe9}@^Lfk$g7`zvSPO=se|ZqK*R%BbBgf<@s?Pj$qOQ}L?Aydr
z_F3kgFC!jw&WCc~gu<{x;tt##D|lx%#~CGG1x7$n`+l{cY%Sh>(mMV-f{6YS6f)eV
z9ME`s6gjGRp$_+2$dxO_D}~ZhU@CkElxmn-_>AE!G|!I~W&L=SLqcn{GXor87^#UJ
z7&WR-MN7@jpo-G7n{u%Z!#@X_+yz<Ne`8|QL<vP6tkc@8(8GUtdy2fPCT(n8^cba!
zepaS%|7gBk=h<3I(H)I)*ia4bYNkV5wf*U#2gC7i#dUW8`d#<#fd;jppgM#88MikL
zJfTSKSKEoUhg=(C$HKPAzHjfFg}>RbJ&O`@yTT#j!(XXh*P&7_OZ!#om%VojvDHx6
zO@(n8!6!Jtp>CEaa<+YDLS5=XBOz+EQTdmRM+DahHkoZ1vD)|%qf;K~x@4=Ak8ES(
zAVC41HboyKR;e!=(y;5|3+B6K@gYS;`6mtNg6$^zHexb10bK~wuA^F!caKAID$-^I
zqbD!z$4t>Pkb*2{+7O>(%u<)8hs|rEf3?EyRHa+l*md2V?DYPHI+p|}ch@yB$lRDq
z2aPS2m)8s`N2=SlPs3y9^M+vReuEPyYs6vQ(DB7%^$qBEZPvo|yf;%{aJ`^bA{n=a
z`ZDS8fCb%xZZE+ydX@<#cJXma+UTeyz1%RRyQk7mZvq}PHf|X&R~boZM)?1n9-rFq
z)dOf|No|Ky8c!4i3&QNzWnRthyE#r3VwThbV<=XJ%gcCBXz)iFi))(L=KymBM_=5j
zrBELKjD_W1{Gf`DL*Rz0Jq5ncUFvb&Hwlw#&=2F1%C=n{^&hEp+`#-bbPT2AXKflb
zWZvO=`E*iG0cl6qTa7lujw0_dv+0QPR7E@w6!e1$_{Q(mrG>V4oOtd*tClC{Yq2ky
z5Yp5s+MnUd7EDr@94d%3^(S_E!;Oxrh8B2u+uL<cU%tc24-xi!B)BMlwii2ly)f#}
zum=Z+c*80LBBN<$I9GBbSyTCDt$m)G`jiacB0{izLVfzev2yC-Qz+|~E`9^F`t5)h
z&%R!$JKfb>mb`Q%Da5lKpOiapd)(a-i8V0hQx)5suTyTN^0_w(Zd^)mXk&9wikXH<
zZvno2tGcqsS*9+*Xu<Q+hlh)PZn)9!oU3NIblPG})+5q55v#?~8B3v0^lOqx@Y!L9
z@cfUHkbF)J!6_R5u@HXv(`d!9$nSUny#nQa#}NPL{m->&ZQ0V|gTKtBy)N11SPp$z
zvdpza2l>dP(+%~3AqU*XT%UR67Ny~h0LmI@Co*`;w`MQ!&%E%K4bmkA2k`Cf!Sg+N
z`Cn1e{a4$}gF}9ahV~;czr>q;h6IDTns)fL9@S=z2!{NYn$Hi5MI-uB@uMf*v~|7o
z5@YPBn#bxw!tMotCHFJ02dmboaFgrt@!p}I|E){Jd8Znm$CUknE+8iVx`!}-*mGHo
zp^~3D?_%ia7eITj6i3CO#OmI*xNLfwx0PX}j49#4?SHhW&tL*SE$yo5rC`9n0GuhM
z3SDk~zbLBjUfmKnHSK04W?MqEO6fLE+(EJM2*wkk4RY9&zsFp=%S8K{2wXAyo8kG#
zuvdX|wdt-MtJxcgzy9#_seWE`IgFk&_~$+3|KeKtzxor<n{+SLjCRXrD3`NZy*=uA
zw7|z%oJ>BMr515D)2JSiv@@^HZ%R;qd{!Mv-GwxlfGKWW62gbzwfcpSF<~(c7yf5O
zX;$@w3}XGt_V_mInf>4}?Wr!Q2HoET4d`|15`GvoG?VH+B%omT@Y07mi^+4&pU)o>
ze_2avosAeu51uhDCoB|?6fF8oo|=Ye{TXl#4!bRFr^`XJG#QnNYAGB#k>My^@e8!)
z^B?x_1vWQb-39|~vn_`{q6H12=cJ|(9Xzh)2?@dx&de!^pJTgsZZ@ndd~pJc`#IkY
zcQVNs3W)l23IHz;|G_9%`Lr4nuCQh3^BRwr6pi~=ZG|4vQSdw(ip91)Got&DDFLxI
z+XO8MkaA5u&gd`OUoXyI(EIWDXQR_c{lA)moE87L{_-&0^~g|E^DHkE9bG*?id(4j
z9I0<S;)riGLu#0PA4*udr!xUj7vt;hfr+i*1|6Va-)TxqBX9CdU&&|p5G@qEkUG|i
ztSR)&@&-w!Jx=_pq;qD#?ba$!ua}A6*L{PXdoA)fL)|Xl(8irwDsXGO52vBT#g>?R
zSI^)Ii)cl9c3kRaHC&fWao3(|ipAxIwrX=oVk4OrlzB(qgX|~}ON1i+r10c+So0iA
z^pVLAv-d@_XWIRKFI!+<R+N~=dpsS~J5*L$tKVG7-nWdl@szgChjS0b+)o@bG1#r5
zRFG-|!bm})T!9bg*;u}(yiGaJb^uGuAZx9$a<4kv7syD?Z@X7IY$4PmfiJV|J1q07
z^^74>&o<oW#82@-71lkZPUg$hBU{W$f;_3V!^i1Sk=|ZwOS`3fVj(l?^&6nk#Kq2)
zqbkoM&7Jv$QABNjNe_>-8_622Y;Q*hH2#}m*5g=q9hpIjj^Id?`F?nnP~Z^~{h2jE
z5sEjjQ(_ZZ<@p9jj9OCn;>?RdmsC~mbMQp+O`ujNjs4k^%M*$mp1p^qSqdUr`oSed
zsiPpHEOV+7-4Pt5#ufAD&37$M!ane~fLI4tEdsaA+uMgkc7Eydy#55FM_+qqCY9gP
zq?NXgow>_t%Ji)rKn2`HgZ2gvXBkRV?7H?ouqgdRgV;pI7=j2BJJo9W7a)^2M;osl
z-yfc@uEy`bxl77wRkCe^O6P0#=U&}Tv7Rcv*LM4Fh5!ee%jzZDN}t!e9-FfVlsv22
zz1q+h314u$IL+deKMs-NbRs7{TmYvSCN$-6$u>x$*_$<rjEcQ}IJ5w*wqB^IZV1HZ
zibO*{3b<Cedm$gLa5o>ss^sX4znR+)z5y&I`OGh)hmDVHTZ`r?zWa4#=%0eQ1;q9N
z|HZ`e{bbNdHcd)Hdn#PaB;SaXC-Duv4T4OP`&U$s%wOKV^CVi(T_~_;@7tF)(Gg)1
z9s*v4s_ZNlV`$Qegz`cb2fQm`C(D?SoVxJOy@UU?YMrw~k)0WxC;rI?nhX~Ixiw39
zxDAnR&j)Afa0aVTBi-RoALY4aI(Mv`OcZUzEd+h6XJXwoOWWE@H43qn*idtfD>07$
zEN~+=<8VT>X?NbSQ?im%?(q+64iNy)&3uDqKv~hAY{J~7AiP|9EdBm{W?Aw})t$%P
zsm$^vw`BKrK3%YJeUz$@lBp_3cyLQe%_Z>Dd4O<&3V=r^v7CLzYg?-@PUEF3gQjbW
z$&3xR-v0Qf_k05K>I3KgYp>OR>bLoqJF7<fx}PETLK_`vNDtqZo0eL-gwbrfW}hj*
z*e#oDU%rdo%KK}Y5SAAuzJtiN>oOShSUjqNO&;2kz|_wRu6`w?_TeafB*_p}I#^Z+
zYR+fc?q^@9hT0~_xePPb<7?w41vJKKoV(N0I{03@u#exHy99!fQ9Tf1%gJ-3JxI?K
zntAx3U8~F?*gf!Bm49-2Q*aM$Q%bsGq^N!Y%{4xZ-`DvJk@cvLuA3>5!p4Ulfh0md
zC={yO#lO4m_x@8l><oXZJg}z&aJK$$hOg=3p}aVljQgTYz+UQHHTBU!qeG@o_ktNp
zZ5ZtVd4TE(Eh$?KmpTj)dvJQ4?2bk^C2CkBEOL`7PvY5YGL3?Ud$FoM_~93hJk~jB
zeR7ETR#$_v1o4r%^y1$cn1I}D&!z5Fkv;rvQrFB|f7jTup35p_UnUw|e_|W+)-VoI
zt3fa=_GY+po8pF5EXkmDJz>4sTapvz=lLY5yU}*dtZy)3hUTLuA+B;+O;LPW+{ec-
zqo@u?f>~MYL1$UT%$KcDwkYwUGy=w70`zFR9@<zj`5YB}d}DpsWWB#lz~E22Z9*pi
z6cBx=DT#TXEdRxu=L1}l(G<lO@_Ka8@Y0*it7seZz=Q&f8*)5#=x|FoKWN3C@7${r
zUMc~mr`#lANdY;4L5Ypw$yYx**&wZjA-9<ys!I>`<T3K7%+weK#jSb-Ww1M|-c|27
zRJUC&tf|@7T>fr<X&;I{mf4`iHt0^X7*lM9^4e_;!`1tEgE9jjREF)`IEX7$Wvs4Q
z@`rIZqwuw-1`|!71M6<7IxI==ZwBt=eKPg_jj6q8EQ@msm0j^-LmUkLWJu&&T=yQ(
z&El=$<*k{I&-p}pU}TeM#@YD{b0Saw(EzX>Kc-c(9L@qMTJ}MsMH^P~fjtgC)->)N
zX)om68SrB<-J517avi2~-pE!QY}k2c5AK3o72YBR(wq+(O`=qJ7D2{Y!Xq~(si84y
z4n7_yC&uoUrp7=+-|)fI_{g|pz_HwsEEKVpSnNPuhC6@p@B!;XnFB6PPqN*RzgVCD
z)9gCF@Jyxf472xuE3`!(^sNM1FbbB~gE};4cMs$g>?Y*EN&3%M$F%Ry^Ed~&rt&aQ
z`8ZziZ(da!=`er*UUaIc`FLe6KU8!1|JG^wkD9wJaDVd~J+-#-Zw9eXSFrzFf)x;P
zd86p`!YExeG_c)sV#>(^S1J;NSM$q?Jo5RZ%F_3H;-Vb*o5qW;rao_PWY*(XhK<~b
zi`8X}aY1T%L^&fgCR}Si@r%~or2yIRWP<?(C?A{D$TIxwxO|zN?Fquz-V$E7bu|d?
zDc*z?Eiq1TN_XXXNM4}-L&3B)3Hzfai4gYc?h#?6L5@Wcs+tHeP&=9^+O6s7JMoL;
zlAK#l{HfOQrf3N<QjaVuG{#3qia6F{t)0_3-V2N+J}_;QeLiz3*|a!dNuSa!=MT0q
z$K@7`KPw>O!Su-Y6!U5|D5JQ)QxWY#H_eS3g+8KYRn&SAU(CZIq@XgQU&C|?A-3DR
z(M5`p)k`KnIGMi63TV`t)q1jj7J2+sj-<i;f><FSI*k+&Q>hIt(VR>oHrCKeD-)_i
zGLR<Iw@^G-a;O-Gt7pBG1~EA>Oak*x?PLd&xQdDBR}U(k=F483xa=QP<mMoA{sNDa
z?1SITPIVErCWE<LrRjCq%i$5=Q0~#6%fyUeV=4ilEkd^&*=HJp7XOrhS|;Th)*E=|
z;vk5KLgdnVk#c}q>SO2kLNO1SJ(Dgwj^Vcu<y!LAA!da?kUZaNLuq`J=lE)VQRyIk
zF?Ix9@&Q)d=P&B3>X9tF{-~n;t;rvcvmwl>UYcEs9audMVU)6PDt_!mL&n+)!I;`|
zQ;V>kls#>9<A}>(bX(K^8CNE6)e{pkmkb{rE#!Gwc$+@YSvibQ9Go?Q_Qt&tPx>bJ
z<imN7R{mzt(QgsF-v0(W5om;42gYEcE6-<UW%0&Po}^On65KIaUa!pAO)sDMcGM9~
z1CA;B7e;tWFE%wHv)=ER`3n{Q%^*CAa9H;|?#0U_X^9P+cJQ(A=|&TKCGWgG!@g39
z%w5T<lzvi_Kl#{vHudS5_de})b&6v3-jVyv{9M1+j*q06bGgTmqjW2h5#Uq;C_U%5
z-{k8Lb-NU+abpS{0cHGyXbCsvOC**_CQ3XCt9xpAEg--mEkOCEcl+}~cRdMz4!)f#
zOM5FrH|JoZK2!Mfar6)^G-PKjm{C>uZw7HE&$a3Q9|)<gQolEzC545TRpcT;KWkE6
zldPsEZ3=Kt%l~Fj&MXhSmcS8G{p`xNmnzH-uCVho4u)68VF7R{%Xl-)xz{DhXkG;(
z&1x{Xkpc-H<1G1|_?+4nf{F1nWHGctw0&~EnC;E};n_DSrn`P~FZo_}2?^*rOA1(-
zdKK~jbjeFHeI&4qTj5Gi+cP&Hn>f2!ZfYbG&^*6o2Sn+QK&sFsc@kyI6Y`W6+mZT=
z4`#j)j<>y1-yGkA&(8U%xtQxSzROaUQq=-)hlK3PTT2>d7nc}*^s8>fL!2~~TW(4b
zKc)WBUvI>O!}#+Id)!<lyHmY4=|n<LeSu(hvlb`uW^<IWvCQ){$f2AL<GU}jpN)<C
z`nnd5w0?FpR5uJ)pejeCL~97I;tb*5Jc%=oBl39<b`{?kDdjD6Bkv8SMLqt88!Wp|
zH+{Ci1^1g;>-*#AJ8%3E;XaUUrVEGAYmmB?fc|EFNAID}cfs_tM#`Lpy(j*pVMDrc
zBz-vR&epLMs-jj`kTr<OhV&xLtfU7P3PHICq!}p=L-uay|LJ_Q8{qd)$cItYhk@+-
zbe52h1?oeCCy<R3o|ePA@NoEC;Y3)u`B0<a{ua3EjoF~a4a^d+Ut4*grP_<F&fDi-
zbBsO~zNUYvvdkOmCs8p6WxcT9Y5vBvepo}Se1g3AvnyB;{dNdlc(;eqpycvjJhv<3
z;wylV-O%l$?&|s3BXE6+br7&!ts*0|Vlj_*6s};XNp&BQdNG&D6kg~HPcbk3ea#ri
zFiN+&<+a#v&4J#7f_&SQV+=SER|{1~_D<gFK!r}K9a|5q1+|7QtNSMS>h(=p9RzL<
zp0w1TXoWX%?B!-)T3Fv@P0}e^Z|D14$m!&JIS<P?a#khZIYTsdo_>&JDB`*Q@-e$n
zs7i^UE~c9p7-4)EBKu}H)hh{e%4BH|L7U8{NBalRQ{<#IB+B-yT)x!~uks4Nn(T8H
zn7P05top)cv#~tWS>IQ^{wJn}EIS{;5=Gb$T4|{JXi~kks`+QLYisGI3oC0wxLr#^
z2kKQAOa$R^@As-Vb~k2~$*(@FLn)qt#!}1Y^`QR=uZ65N0zjVz!nO4tll51)`7O+m
zS4<(R?zNFdSE}~S+GQbbpzK!L@{qe0k+p=J0v2>4>Ze5QB_aN;6caNR`}E+Y2VeFe
z$cnad(c7(Lai2LH%?%pZ<aAF%ar!RyEnVJwu?WHRp35}U<^uk@mz=axUeGczcB;(m
zb%}~1S2ctJ#%+l>E~|M~y_u!Cc~Vvz-|o^Q(!e`!JZkK@M=KO?iN(tAZ45RpH{YuC
z`bNI;RZQgoh@?+__TULsAM#!`F0bz-4)wOpGA>umCpFv@2C2iBAIoiYy!r%b6d5_z
z4Cnk9kg6_Mldky5it%XOJUBG=f=}>8%#D|rw{P7nr9|<Xinv^2a!)T`zhwKv1n4()
z_3c0a$f`J&sz2Lz`D~l`YryX_lXcg9AR;B-Cva|s`)N~RZGw#Zkp>$|wNr_DQ~)6s
z8GLid<>;!2+=XxBFZF(Uncw)~DuljqGJYU3rY#lXP+wE_X}WIaX9GRX0=ig{JkmRI
z%vin{aw%#jz6><mKyph}2Wx?~rbSa25;}!FyE&hpx}9NM(DXoEV(iE#Lp@6-iM7*D
zZ2jg;7Sas67A9yz#G0lQ2aEMf$qIb;a8ka_YP-3phvoqP@Z$dS-fJr0zHWxD-!5BE
zx5q=%aSoUFF%PP$MsWSi9^`=B;N<EF2OGolzO$Zu0_hiL@>mUg>{914lfM>>WGVPR
zs*icy;969iO^1v~J@1y%&5)d2YjKaF@IQNGqqpfJ%cZHyqNx4+RC*%fx2dtl;t}C6
zd@e{sVmiKL4u@NxEK&Sv<<vYK*JtTcr(Vf;#z$BkG<!t7H}mF^S*o%49-(2S;&iTT
z^Wq2yh{VhVy6zFUJ`My?r?L_wZuXqr&wq%o#eKZ(PD^YkJBLk))u<G@dr|j%wEd^D
zt0P7}<{3&mM#rn8fwpTZM*|7OUWZ<I;mY=}-;gutg2nesdyB5#<-Z`_Rn_4bQ~Ar$
z7rnx;0bQ%@Py<9M*~ehwr<~&CP5z~;5hnC%24_-Jd(&0vV<AOCLZir_zowI0l-ZLZ
z+j*NG8OntW17B{vZaA0obsC3$o6C5lG@P;ON;tX7&j|zaU9vDszm*m?RF#y}Z}0YJ
z@4mXtx^x|K>Co~G+&MfLJ!zvKKn@GwV(Vv;6)BXfigv;q+dQ!Uron60YGl-c@Tmem
zI<5~}fyDg$LM#;DN=;x#G|5B8#?(=;5UHO%^w5ZXjA3TC0I-!8mqSYBh85OVWr}`#
zf9=XASH5gv=BqwXZD+HOIvEoy=n{fP0B5-?eG@q14+E%6)4-S4=&(2_{a~ZpxW0yh
zmD{~^{F*oP2=NSX?uCn|>aC<p9tIiuTDn}lWb#RC(tQ>+PppS-v*%hl!M??A-?=T*
zHg-rxL$jp0>~aFt2{H62yN97N{H-VXY-OL^OQ45l`i>n&H?X(|zsc_%6x>SgD6)e?
zCu~nJxSmGAbt^g*FR}=7XdE9b<YDwq>_{W}&Z`!MsMq-ug|f^OTm*<AizPPQ6nBUx
zPn<A&2WN6!GWHkm4b3hqn<N>KCeWr!eoB#7!pxN4?Z8<);;+X0qHOIPdVI?z2U>{h
zH8&sKQF60qJTHBfg?)YN%WOWryMk7nWw_<0X}8Q`oT#=<Q&hc+<Wv4Ry0Qb%I?S0z
zP6g9dQbvNhqmswEfnM3eM;F|(^CF&TxVOKwTff}AY$9%IHk(W!8AX-}m{(TjirHep
z!nuSa=}DM>%~6V7kWPDMmZg%iJ=f?IfuNU4SC!tgSYv0-)Ro9&@Oj+NuBOOdrwTr@
z_U@c=yJV{9G+i6k-F*b6e%V`hNN^sJ^7}|%xGG9~c`})lzJ4&2zgiw!E7|zlDcRAY
zt2Jc;3RVAQDBGguS&F`Cfjr2-koPL}PuWg_JW?0j9yOhk;{#5#SB8QYae@4uiLFds
zGbn{ZgQDyNCkkk>vaJ27`KX(Tk5;YaY9l3K6srmS>s!(=c#wu&E)lw3q`XTzS9Sfb
zXXR&vZY6C09_haRW-hf_fLWLSN$`RZAkav0pT}Rc`5(Q9e}1U?kKXbx+f>5WscoE%
z0vpVGh^XVt8hOaxK;~bw3dvA$y~|I5RDYh;oDCvD^6I^(g>i2(a!R`NBV%!JefnNH
zc5(LC7e~46($S1h`GiJdIOk!t;rB`D<i7?_g$@qecFBDuNF=)Gi;IlJ!C)qM=_++1
zdiK3sJDA_Cs%JwXom`@71`WmL)Zw;6CYB?R^f=y_GF!9_c0yHn2mTS+vsjb-d1&9T
zZI?Ie4QmVzDA4l>8gMwP_IX4)sx2Q<Yn>@eFBU27@6K6#Rpl0{{hT#Zg49ELj9299
ztBM885~yN<D5-qoWt}I|LX;`-DU?kMti42iCC#qZb}_<rKC5)4B0_xMa<0KdGY_d5
zx1=0#>!TD=)%@$X>Npjin%DB1pEV=Qy1vhs%%|Vv>5!jGLs^Jaq-MDH(fdB|iXLbl
z?g^FYp1D_=RY`bWiHX-drF`XRIdEjdA(lLuJ*~|T4I!rZ?#A<dKF3%i4|intn2l!m
z6XaQ#hnt?axJT@;EYbg+UPLnDYwYZw_n(Sw3w^9!VJ(ArYewz8kJ)#gPQ2OQ;&3BO
zuzbI0!F0K%CepDHp&siP_t?`?&+=MXeWu;-D4{p0D*Y1J5+ACC@Tp~LBtiq51HDHv
z1cXhX4|p9I{biWk1GKLTkxp+f?w+$9gkzyl2yBNjtjk4?{Tp2R;@SJSXuza4zV}f9
zN+)#})=t481M&^W{OY$9LM-MdB$g)^F}*wL0!-6x(P7HJSGig<CuN`44`a)+O?SP)
zl5p+aaplX)b(cVXf#+Yn+RTxofZ4@$Ell%Bg?oBtzDH^H1nKK>yJm3{r6rM+k!iXB
zCru^;Q-dmuY*}0nAF1&T3T<oT9V!|;eo#7DetK(I@!pe4J8(ngIE9Y1N$|YZdCT(P
z@szOyxANr{L&FDp6K12@5{40(q0|Qk{U1S=!<!*e$HVr4_JK`;zp1eiY_GJqgQDq}
z*>ixK*TRi(f~*gqDr&I^h%2yK{9Z!&>j!*{JONREgf6CHHJ5#5Tt0Un6%FGDp+yz-
zNRmhS#PjLgeC+)ET19?ECPextywySASfi$9U#xVwQMP8VXx;n}L*5>PNzZ3G`U+|2
z-Qa(LjCdg@dAU<3MPEkhPiQSL>kmXK+#It^msyq*YUK?xd`rRz)Sk>q#Nk0q%rUTl
zdVHJIz!EvbR<L}pLcbKm_pPERZs`nM__>I?Nq5csCFZl6s>`p7v7cdf!4>!ky-6_d
z__s1AaYOem3GJic8mc`iYUmtALnv_S!zo`7o!Nj&T9L#Fz{)3?0IRej&c-Kw{S8Hu
zpT3Ig4NU~MhnnQFe$h}bugf;YAzcgWDWL=yDqAy$#el7ah_tMg_>yWc6o4Hjc9W6A
z^C8B`8^9Jzc%hE>^t}r?EJ(@9gZt@>H?tHQW;`eL5kHEY^Dh73!8mYaJ3@`osGx3t
z`~Inn%N?59xteO4_K3U+F2&Y?AoqI2Lxr?K%0&7>J+v^nB6AcXU5RlgU&xQaNdem<
zw{Gj8SXtho+`gp-UDnwP!^q4t175u0<^wdB-)FW^lWS}5Tl1T_AmEo~5=LHJLz{ug
zgS4k;AQQhp$fy+eaKwD$&OsJp5A7CSXR(H;Vfm93CQ0NaHZ+QFO*gIQ*s|Mm%J$u4
zO5xQ{+dO!vDDJ|{r>fH7Yw}^{i$$Ic+m)PdLY*T9Upl&NtQ3G7#@7bY0WB9EatMHY
zhWy4AiI&jejLB8n*1%RIThKu7@5pHK#l(sU;d)o}^dz}u=uu^t@S0x8#h))!d48uX
zN%a5Rn4B1j;%T%nV1t@hWE7!E1>rpNJpwD6$C|u~yg9BW-6RlprlKE>2e0}})=slX
z*zddkUR4MxdVpSV+Eh=JpI3iPdTo<2P*}?SgXv_~&UrCSAU0Zz1yGum?v$2P+jO6J
z1grR)At_4ZiNx>Qx}$SB{1jmJq%qOTY84iFKKMegSVCxIyoP>ZQ1(>dODUm^_ePO_
z)zsBA40;yU%Y(65&mZ}{zy0oI0&Cxr-Z+EtJrZ^~)Ouy+f@j}7`YnDc#s~=<!#&T*
zJwm}Z)z!gn&767H_RUbh4Ryo15e>PDMwIUrvWJ_jI^})JeGr4qBcu0^Z@wk2d0Q+1
z{aFP20-KPv%d>rfJccaxx#fRK4<3|-Q0L|Y=m-(s<7+Je-$rLgU!=$&)n0rB)+{E!
z6KaUk@+UKaB(4D&!cdpyDxOGW+|}(n?)epRloUqX0#wwmmXJ&yhAlVYYKuOzHyRtx
z)qy(mx%~JF%c(X&F)fFgv8B)e+iXat?ekCdQElE&gip4N!#+%yzfcD-t8m+$L5i(-
znD~%V!^k1pp<w^j3EJl<_xh2gy9;wn(9Nph+DI9B6kWi&uWlI0v*f)$zW*sGtv!Hu
zE+fHfylhcc=f1(*@u-E365C~SVc1jO1cn8iv2_rDni|%-jYBU{CNQKx%N>YCP0qla
zVZYIF1~!m5f2l41#=g)gTk^ZXpukS0!-~pjAeSfs26u%7GS=2mRQV<!k1(D|Kl>@?
z*|WUA`mF~Gb>WPF+GW0o{KR@YB8%_Hm+kqtruGojNl0*xc864?&W1lRaT?6mz8E_H
z%Nk@<V8}59bd$8~;!kKF?slwWy*rybp@tyh&DutC6iw5h-Mho5d`6d1#W!=68=TVU
z(6+xBSW6N&e7~!~TO-*ZjeJ$3bA+bTpEdO(&L25!`<8Si2R0UvtjAZ1QQ~E$*8&s3
zX=_GGfAly+3R4M9m}QJvkGO&6{ppL9h5PxPoO@*Zij>8EDC#?WF3G~0S3RgOK%6Ur
zBcpLC)w?68;@EELU8hAEBU#!Ag@GHMUP{iGT7I^<V_YsH(z`YR4OYtB9o52&Y@?xV
zr));ft%nn+B)SN+YCXN4KmGz?soS%$-J9FXo`a7$=_UVKkITz5LZv|njbE`HA$^>-
z>ePwjm3|4P*X`n_g=$yt5qA;aKv`rlnDCAv5{=C0>lmKldLy-C4R<5j1~*b~==w{Q
zZ)VGq9|iPlQPaQLkeExG-<?lbhX&7lF+l6(w=LOVw~g8{>gtNF)X(#g&zv>0?x0)>
zD$?TSaW;lorNE5hY)eAglCSsi!@*TWhpX0;`-M7&+>$#WYfPB3b6DZy)Fly%Y`@mf
zu<>cR&EGqsm4_q3bBqAd-_r;q;kEpU;u9H)1-YuUFK5XNsWe{FRnpCch!3>1mD2u*
z&%jc7gMg1mB6t=88^sK_2e(g5hxQzzdC1(oLuwsyJm-^AW__{Yr)o|GDsd4zViJ?t
zG0M5LJ*l*Vh4_-J=~A;cQk1lP@Nl}Lf2bZQbWGJ_?{9|tytMWR9=f3F_#U5>a$8Rc
zCR*Ax%Pb%GI%q@!EZlDP(_C8i@?xL*^J0}azYX>x<XXG%WMklt?FrSp>bsM-*H01C
zEIK2kjU4HmVc$D;Y9ETYDY)Sl<0lv!p-3v+*r~Q%I`k~4Q7a{b>&JTUr(M^8U0uO2
zdzCl-LAphwdF2uQ%86;!)Q{@nJp(zO7aL{H#UOVAgN&t38Z3t5jV27ptAy?l?Sz$;
z2+1Icc6+h?C}_p6F^O_=6gpx3<fBqo)LqAi)cb$LQ5em;(YN()tcs`~q3wyI9RP_C
z3hkzlRPK|~8ZMS-KMLeaomjXNrRn|xJ}0YHhA&rQ`ew|u49D``^FGq5kK$;Lp_eJ(
zR!ZPAPgOUGv}E6*s#Yg{{+!uU&dei1(~W^X`8kJkYTULStF5}O{ybuHRZR<k-;o^U
z#73n-I#LH8&(sSwKGLkf1Z_R}+LV`CuliSC*<I7}zchm{;y&9LM;XZH79H5ap?Zf7
z#d~1ogFeUCvt<tnSHw-;W~W<ZoKVEjY2J&ZN(!b;`|4O2U1na%*(6+ZC=*RFNVB`v
z%`!)(JSn^L8oxmpJoAjTC#_Slw0+pD4Pa=alcDK3x3)YxkxiWs-smptk<Q>TBl-s)
zcoKfqp*+db@q+<cK@B4^J6r%orsepL*RG+xB_5k!xBi_ro*Gd^%DQLZxf!TcoXhKH
zW<H&9BoQ2;tCsfHf3B1MA8D2T#isn(#|4?w*1unir9!yH^?5U&i+y77SM+*Y3edZ<
zx~&7~Dyns+liSKssl-jPwY0NJ(DR20D9o+Rdj|4vyi==n%~5KmUSAO5c?qwJ{$03s
z&RB}eCg12A@!1gEW$-sFm8yRZE2qq_@Dg@u-kxzy6N2kb3xD9TlF<Fv|2R@zh>yqP
zTW^3T4Apgc+oIiMD%l;)-3nd}_;Hx!6dx3=9iP&A9?qHi0sytH{}wSw0Q{ph_U|J+
z+1+DnXK8!?_^VOAw4N#F6Mg|yBdeW-!Sy&}0}|yYit#Qz3~1~SzISaTmHwHt)%Ppi
zoPLI+`WP{Y{P#ir$G7>PM*e^N<Qa(eO!v%bedlrBOYwn!I^vmC!E-pMkxYBmbwHtx
zZ$y3ge<SX_qnh~JwO{Ot3X0M}RGLyn>D5LTkX}NF3J4*DNK5FbH0jcRfPi!<0Vzp<
zP^3#20z?u*=tv0=YJh-m_FnHgXRWi&v)}W)d!2LsPBNJ_GvArH@B6ww*UsL4tSVKl
zByI$LM-^kd{pz%lVCiSyO8<M6%(613^ZWURCQSr*qu22A3R3zJab}5?!t*lOjX1nF
z0+dH=OZdDEX7#CFopp+#o6jtbo(s?6pO=^ZMiQ7hsCusOVsPX^>yqb<nD^ReH3iCs
zE=6@)6!*`Gfu+EK7@^%JvUWuSti(q_Tc*>Z%#PEzXu%Dv_9l(sc1T200&8`!`O8yR
z>Nh)@<v|f3m_o)H&r|0r5Xlz~o-cbODDE3J|K{n2#Dy2Pjulm<Ze07*V()EHEZuS3
zS(GKU>w(WhXC_^oDGV!%iMzEfC1bppf->A{z*{5-+Ux{2f>;AiF=ATV%)yA6(eZ4C
z|6WJRP1^15y;OLW5udA|_XXi}t2y=1H|V%Cm$a`Ahy|=aC=(}@ZCRL&4-!g%6K?Sq
z)^;qRrBi%8hJ6<0S)3*W^;iI)c`1Z$I4nEFLR+#M@p8VxV++0c`SIY;f<%H)CPGGN
zF6g15Pvseb2rFBl&2>L56a8TY`=xC?hKSA9xjR+$JA7>8BBmu%&40SPJ)W6%)Q-V4
ztbc%~*~l$Bi=Y~|A|ijcZC#al9(Q`^=zD7(_wRnL)5c}o+Nl|(DTEd*onUti!j2P>
zNeI<C>;TTKhX`626L(8%3X~p$L0M|rrr2l>CoIFeS+JRMPM%m&?0E4*bYUQ83dSn#
z=i{4tidIF_Ihpq!8X72Hi?!C`{L7Rhc6^+l0sG4&YyhB26*zK@W=}Tb3@1OE=x;#P
z)aR1F*Nn>g#}fcEC-L6j^k)X7MmE+CZS;i_N}^5BMvwY>&UJu4(gsiUbiOJSOAlOJ
zA1yg?J4y4)#2Lql8r+Ea%d`{WczBDu*hjjPr!r#qFVoHC!{>>Ac*O65NE@0Q3xhY=
zg=BhmF7U4u)W0g#2*Zjl6(8hZJlgh}Yp^_koV+;H{}Ieezf?-|pDv6mp0<YVvhwzo
z0PG+Mb|kGm^%oT-LORHWb@O)q6|?ey4~b*>AG5UeXKIxymnvuSjOhAq_4Rd{qbQ0j
za{j>I58ZU@ST^V;U1U?L>GcdhXJ-aHn-Cw#cA~GpYVFM}EgUYNaJFaRFH>H}_5490
za@{TW&tf7uH7?^BAJYnVEt@kaj+Fzy>w{ME5sUE}V%w-BJ;DKb$5OTLan0t1h!Zxe
z|A5Y&jqgw<4Sg!cX%pmlGp)wYhI6xCS3IchKlPW%IqAzO!<rbi7!%r@2)O`xSc!$Y
zm6!%MB4{@Hi#Z3uKtzDb^k1ekt7KND;YN+(N!pBTthQ-Wv~|NMRLVqgf?nb}p*>Of
z{P88$zH3_Aj^-Ynbrh~n%=jS?H9^*gyln{ODKQpmzAu|*B$U0s5!9@0EZt5Hv5^jK
zRB%LcgMj0zGRGBiT(3rp>W}oh9M0e2I#LRMDF47wGPa{SLF>MlTlxKsbHzCT>~f#@
zpK;R0yY>pFOGaS%oW!Pb<X&3V`k_sC4zjYH%uK(>$V&%;X6Sy4O_h@?G6wDpf39m)
z_t{VRE?Pfe$J4E<?>vy%%xFECxY(}!?Z!kpYG=75i?e@4Nh4fWc)@|ZyEN~rIX!fC
zrRD0|oOYh8VfZMo4VJ%5E-u~X^`lU^%ZP1t@U(4Us@3U-(}A<BCe9rM8ISn3FC3Xg
z6#rrp8Hy2SIjGIv$QkL~Lp2~thktw=mp;;sUe5r<yYPN55@-OEED8nImup>M(wclv
zCHx9(lqKcizEIx2%PP)j`<YP&#cTM)2^S<z^WSu8R~Kmd<>2c`l?dWBFeI9wLyS{r
zR~GVaNW6a!4eFh^r^EeHDe%YK3zL^wI?oJsg}0h=<PMw0kjPquAj@Q~q34kv1Bf}5
z1zV~LnT?OIV;ebPXWWyzYBy8*{TB0IzpZwbhEr~R6mkMlPAjC_DA98lByz-R(E70-
zQ-#GCeO1ftxU_jj4lY0{QJnSY=M?Y;W*>!7$Xj*8`Zr`|tJ1uuRqUw>k4GA>9jaz?
z|0?&623<QwuYgec(n$@Xx?J6;{)#fp6&}Gpk6e6MQ+{!y%ROO|{5Xb^zg*a4(~7Z>
zJ=k3gNgEJf-iNfL)QT`#2SaDT4Ee`ab8InyhHv8-zhPUEE>--%nt#qBZWdg1`5@}(
zeb~zqJ`Sb~alK3a&eGln;;z|9xyq(uZyNACzY<ChW_dw;cNnPNdz^IwcM_mRn{Lui
zF3>Ez{xU`EaXg&*^Hc{mUEk>GkhkvIkvT8+V@vm4zrrrp%{NI_(ZO)maVl|v94P1b
zk|D7)I>OO;@XbwVAZv!0!kIs-6hS?_Yp~N#fNm;YZ%kSgU5^`IpVdhSn&5-h_$S>u
z(Ise$E`y9r!X&iBFL6Kpl}K|Vq5Oc@>|+=Avd}iU%c4pm6@;nF75J^HQ9By%%zEzY
zOVyhJeu1r9Qdho{fx0O?RaHKlTi3%M^Qt`=WYr^N14Am;97-6d1`C*FDRQ76GvTq!
zFx*wuyD@(eDH*9TEH&IX0glG_9~Y4RGM!G@Z?8PJYEx8GK=g5ev1%94s)wEdzO5G}
zlUpBE%LmMw>70%@=hGe&GP<NK**2SXUvVpF>z&JnIhUv8t^o?FLaB-kz+N?;z2BBr
zv*%Il1Ya)}=4{SXcU*8wgGEw{BUEKiZj8&39<{~KtPY5Gi0WMDO)moc?o|nxg0Kl2
zyw9q$)i6w19L?3M;AM@9Ro7Okt0OhBXYJy(eOlzUY!6Z|Up34YHZA`7XFyY)xI_W~
zrT0=A5R+-MPIPew;m-$Sve}%nxjywAR}dCEHdqL^3FxZmHPc}-Z9En8pv!ac{#<cr
z`>dnhP1%?XT48C8%_^w~Nf_LJ>l-op-JJj8%sPcL2<&Z~gd156B;lVc%<UY)=pv>z
z*0eW-HiwTRS}kFVA`3QzyEn^Z9&;9%op$dLm35*7JC8@jW+Y)xpr|$ELQ!s3o&T5G
z^2s*`6?<q>v;T7QLhwY(i9VwJFVo>+Qt`2SVq>q=pwUtFU#1c3ZLXXT!BHBACMwc5
ze6stxro?H%MFaNKGo7h9P#=e3y5+l1xJda5$!z{YP)Q%3qosz_O4Lhpmv5*Bmt)I}
z<)ZaN1bRsmtSnnxQBtW5SuSc=Lz16+uWllKC_8m(M5r^x>(t=`)V?t=oC=@9h^NXP
zYReOS8q@9-osTsCdC-^i`R2C=g$1O_zRP8SWo6rvJN}wdncHgG!o6wwJ)*%irH0aO
z8JK;mR$S06AIlCZU6tyX_EFNypAnmuI=Z9ZcQog^x2MB9WWl?BiFdDB%WyH~RE=aT
z-%XP&Ty(^vt^ImGx2(|=0<P?N(SjemHhI(%;XQ!YgvgRw_%9Q>!_@_7Mx7d`>BhM}
zeuGCZsIp;pczEu)?+H@*&+Ee82CKgNL4i9co;`ilLg2-lLUKZ-2zj9>ZR3x9BzVSA
zeX{4E08RIXU<?e7FPPxI9_OFjR*MLq|23Ecn`M;`yrrA5NJ)9C?)ApP(VFF9?&BA8
zF%~{b!8PNleF@GDHpT}G1_?jAV1VYu35am>Al3gMIQ=I<H<xZnYu_Y48(&v-DswhH
z_-@1*BWj-fK8_ZdOL#heUv)_~m#ZNuxk0l<?Pd;Lp?|PRo7vddZ(CYlfpPC--BOZ1
zZ9`Y1#Zo~(PIy8X&l{}}wSFoP&|X3^#3vlM4sRe_%POYypcgc}-eigE_L>k=uu{vq
z%QRSEWBbkHs9FJn-bM{LIEOrMwTZ;ES906Yu%;;58}xWK=dTSpxslsrZVNn_5}ym+
zA|x9xj**DH_jm=`&NC;?=ZbCkw*vAO-L^LJ(2J9i<7TF~DSTP=FdPdx;ag^yV<YTN
zH`3BJ7gbuW8bM~r*M01u9vkg#Ted`<@3!B!=0$z99*9>giY_h*MvWBMYrX;O*WWH^
zux_^OrH>Ja=(I=qe$;%3=zYbO=agXWLzPEMAa=;DTjMav3RRVvi>hi+K1U%GrZIcj
z5!(MOH6{H6!CdFU1-HlCos10n<6zKOFM~w5y@fkG_|hcvf7CbsyH&`)tsJzjZED0V
zDsXUm0&H*k(22fRps3_BDQ!hD9l<&w^R9yFf;@tWMG&NBy)nAj#OrOTDOA^WJl0QU
ze1CuM^Avz!H*~IvaB=-^xRz$tsVnS16kju<mEPSm7x}tebO6i*@}nD8-LgKii|Wx6
zT~-DM@kZW%j(Ge8q8jyQ!s}rytB2wL;F&p0?cZ%4ym#UzXt^iFzsML*m1??JXOgMA
zo^*oRo*W4mL9^EzCq)NF4X+aBWn{0dD)e0DPS4kmV17}`VWQ>N@E&<Q{lL?tirq{t
zBXgl9wu15&=R(TVMb&_10^g#WkH*lue&`I?SP{;DqSmabxoNb*p>Y%@+R&JEYN;-v
z0RDr?F;ZxnN&RD<XNtAb0I7*MR--g%E+9)H=cGoj+i;qK@cEb#q~Q3*I9@+_$ewxf
zC)=P&Yjj6_o6M_A;vt`}8W3E77E?f->Y8}%mK+29BwBkXMoX)nYFK&yvvO7Hp~d7a
zW0jE9C9fYkfwt#Wx1R$-8oh{{P0b8jKeo!CUR*<?)B1Q>h+g|UyswiXp!1Gqm~y8C
z$0WTECI~=7!j{##u$0F_;aM38UnSLjM#65bmvEuD0y6ZLDD@s{TtfSkw~S+%?ve|G
z?hQ$D+({=jI1UOyCl{(c2gIc`8BwZfnp+3bbzp)a1c9&IEmKiymhh?2IPU{%wUH|M
z23B^<f_g%|Bwz)xa_kw1wEcvN3#WP!KZoq2OzlPt`XIt?86Z&B?#{E2c^epfV=Ia-
z8Jr$gKz~l%3n>zb&ZQB7xY}foRj~axgR?FjiSJ5(TuIdJHXSf^(;N7s7iIWok!U)a
zV-&9w_;jK6+ae^i8f?{3{hit2(wFnMnE>3kPwB3{J#=nN-O~iFF4eaP#0R)@yq{u^
z@8apDfj@V7p_-GQd|$f1u-=7BO6g+pGtKl?|IZwGfMG}Hy#VFlR`SMWfm^h>7sJAv
z<C(L^Z}IITWo66g{gLj=;!b{RS7YSo5`Hax85UWrcP!-#>>l9f{-9o5V*C5|a+-2j
ze*-iDj;>9#a7Olhw#~Z{Ch=I5$?1%&8saR{-&>)Wx)Hlxdvg;t6uq0?C|_Dt!LVf_
znKZk`w)*Uyf3(e=ITIyxKp8-OR9|W@rr!_=3<lPZNYFLhk)Xb>1RX~V&Y>QT`7r3w
zb6v$OYasD_ko~Ie(SSn3xkAb)KE8WODf$URYGotMwW>SQ6f3az2BdfUw_kA@me)u_
zN~UMFq^B3}57;EGFaI{y(_jhX4zQd}-|$w`gR!ktyC|pB*ETiy_t@yyU1WZf677g%
z&WEr)$d42AlN-j;j}GG@zOHc4wG&C7%Gs-wmC2QiSWNihgIYgUVnHf_BTn{3sG^-7
z$8xLvx~_DPp~?7G(he53X*l(<s44j-=kqjVBB-$c>a$tV_+6-kb4E@qirB>4cP*1Q
z_Ni0Y=W9=sB|n}z!_D`~kJ-~LzY)c!0Y~y*X`$%_7#)W(R39yLA-`g}pb93~A+Q=$
zy-vca8^WCs1Gq|A{V9w*n)s6=4P$zd?c(jv+PC9IXOv76zwl>_$u+zh+i?Q9Q(3$B
z-OCk%l&EKiFX*1uFBzPE_}$T!V}<K9>zh**5wRV;_%ca3#*1D0DD`)VxN<dymUED@
zGsFcs49YE@(k~_35{de}sB(;nYdXhk^|psvxZBdW4So{jg_L>)4~h|Dt0l#Phr6&)
z?V`<UN7ma87vLNBF=hTuZtEv|6-Q0hPMz5*ROuM$rTQ`N=mXbgoMa~|X5U1gKYLGt
z{h`kf#j~e=u&2BL`qjiNDELsyaJZqNKu&vC_-g>aQa$G9{CvKDA)MiEoCxB0glb`@
z<#gnY1w5PO*ERvXdVcqCVR364&l}mQ$gO60&cN2dWy`cogfP(@&R*qBz5cRHe&o+o
z&gO}Ky5(WmNeM#kq}boxH&9BoFSEqPT7c<P>KlfzYll5~Ni5ML6B}rqykb~hUqlS@
zqvRc>h7mWe`-GTPSL5W=JYO;l6hAn|(<~V~Uw4M-uFM^uxep_?$WO>m;PK29Ec!3g
z!-Y>sF_)O4Nsiui0<?%=TlT+7W34vmBt5#oF3F=Dof8>+ed8^vu93=6G>B&ZuK%cu
z0z^3L-?#X!zu-|&!boE+*ljv23&^Ty;!n-iffx-fO=6}sJ~fa(>;_65-d|teA)fIT
zQntqW%;*+je6Ez9e_F@FGW`(#Awy(x=HApmXQz7UakJlHD3n_iDwPRb8~@9ckm*i6
z({1TD77;1c=!i6!y)3jvL2<(h!P76Une(9^-$p-HT~``3kezgxuZ0C`(3p1hq~F9b
z(&gEGiXgspgIS=ddB$W_7>c)EN;Rv4W1=pr{<c^56Fv2{`qbmYkTL5uP|~bG{NiZ&
zZe)Px?1eFkpfhwM$Mnm<S?GR>0DQr8@=S<<Zqa;prS>8Qzx1uVJbxIvfZO8so%_qg
zzoKvmFZ<?$w`&-aJ?<LWnls7Pg(9vfq%KsaGdZ1on`Uu{Vq};bfTpgBl<!Ucz@gOi
zwVOjsN4zg*O6r}q5y$G<+_x9HruRP+a5HePdprYdlAI4089_5zS3yt4+;%7yd<O`)
zsjP{V77MqIB4b6p19ur}T>f5=d?Klzc1x0KFpg4)lv33#>6yJ`p0F!|O&W4^xM$Xr
z_4}UQoFcK?P|Ov1ZzuI6sHt}mVR(paY*OJnKK-v+(*KXVPyb1={5PA|XK*L%J{r%d
z!Jl~egDue*9P&=;tiD2qjw9AAO7}rbRUNZxRb%$kq}m&HU6vp7?c^ZiiM4mhk^}+)
z<K(>BfNgn(>wWjKdp1|Epu7@enGXlS8<5ILqVFkmz^n#GahTjyUZc&EBxaIY=NNtD
z37^K@#Ohi-O86V!$No%)kG^>PWhy^%8C~GQh3H#QHtfdXcnAWa6@QA)P0H(gg-leu
zLdT?QVoT%LA&F!SsR)IGm^WY?TWdbp_IH00fSUFkm2#tbQ|q(OSp;J~MLU|scBVYt
zS2Z{36&rVv`Qn`>;Z4g*+IK~f#IcZ~MTkU_NoLu(i-axg0(Kd--caUTv8PE<nQn=c
zzBA^~JT40q11c}B6P)GlFR*4hXs4$+xG|S1y44FRp3joVM(OF57jrF(;M|tAY!jQ3
zZ1nmN^|c<V&pb_%?fayFfU&J@61XO=f%t5w(P)PFm+8_fAt%CHA#B67;P)1w%9(uo
zfuqprCugsJR>r5>B>yo>xnHIyS-b^TrQ2~>DObc0phD~DF%hhnllKg3s0}81hgaZQ
z_biMR3`Y>shbi`B>yA<SnP0!P-V}0u@H}Kuh{-P@A<>NRPTx|N00d?lQ9)6Fnxu3a
z6Tf?ejl7oKec;+BQ${N-W}ac<9By^n&*-XB583mAzx~cYKG><mNZkmZx+uAI+TRQp
zU;EDZ$k@X!YJYo#u>9LIAmK~S1UP^&LfWYIw_T~tnb@}*D;FHir(!~1p;C&r2(#<c
zz6sihy+;oz??ZTBygY+vDflqR?Cx#izS_6CK~CGK*;!F4Ht5j}P{sdc!kBm*CABPg
zWTpL(=A3M_!1y(X6uV#$`x%Tx1s6^jAEA7&-{i@8L9q+}6rM`>%<*Gg?6u!#laE;U
zMGPQV_jn*QBZh&BG!WmxQW%^={nER?)X(|kbns|I>?+EUPLJ;cIYSJFH{2ZK)+v<e
z@=v9A#dz<z*S}Xfqcj^So43FjjL0;gkPo-fgM*Vb@3K?Vq?#C&i^j?d)yHT$I8qg0
z{}uSG(wWD5u`cZfxZ!QFr<m<jC(H9hu>#lA3$|DL3(+!6A2PgyJu*{QR0q7#s~gLI
znON>k!K;V+Qjet>P0Pyc%-<nTXp*zAYs<=-#}&xD_R>`jJZFYoh_}b8|F?D)$^g&V
zdk>BGBD^K5sy;t5EDwwdAQlwh&2m6kfH;<!HG9C7EEdR1*<Y?mQ~g-rln=JMQPV&}
z%notLqSF-MCN_E9{G*X_aR+(}vs-(0?-bjqAKeK}(xsiRZV75lCJtkfJ1*nn_@=3x
zM<eYsuT3x6VZn8UjtK7!VSk&!ee{wpc=J&Qq9L$w=hmIggN#|OLj4==8re4bo}PR@
zTUAYY7J^>_3Y_GIKmDxYa#R_V>`u2<@b3~ckmM+3%z1GUKg(tX4fWh@S0qJ9$E(C*
zfJR+!+6+h2t(5a$GX|q2cL*=X^M~i^k|-WF>{o2>KdwI`RI!$YeD7|B?}Zo_D{X6T
z35z6+X%a2HYAx}Y0T7oXd+AfQn7IMPdM$;30jXZ%9v-0L`cq2%CS>nWt*gLWQh1ja
zsw4;A(OL5JJ(vF~(i-kMV{P@#<Hz*`Em1LKnEA~@PBHjmlwa5J&T`=z!4k+LqGSLz
zHuud(-16o<8WgXDR_r%t?c9l;DP$m-cr2qT8Ef@eeaJK%Tu!NUbFf}lE%J6`7QD?@
zeD*WT0(Z|3^Xi_N<<b-}O*=7NAgQPlh1pu!v1I19U40pTXEan$WMmOOrlOv+NwC9f
zVWQM|mU&n|Hp<NU!+5|5OTSPA%ibT{o9TjFCQQGe;)TU2%g^o!=J9<qA;p)v@=`|p
z)Yb`&UN(NK^(fowFAqL<h*e=1n=1y#tK-s|(TI^fyys6ypKi~@Etz%DHM;QT_K!y^
z>gN*qgZ8`k<i{yeW$Yc|4tNhSmFM5N_W${)er99R%BxesrN%uMS=d`SJ~)H}Oh68!
zGWP|Qv&@gBDw_O2uwR2z&Q_xvKCl<#((7`8EbH5v5XZ5dGG4TQ*1e(k+0OT_&7_+*
zVgh8A>Pth_3g#}VOxa?VgEhL>A@7<q{!j+okO<7&a*1cB!07<}nNPb<Pws5)6?zte
z0N}&eiZpMDMDUiO4kOZoEw&&gpzxFE+0!f{8GALMcTetn6yq{$=s`=PA_sTw_pNnj
zkf00ul}&0{y(jl+cV<CXy8UjC??`%Vb(=+KH&*|u5YB+;rz3pzX6BxRi<z;DUSa-n
z?Xj_;A+rXwuF@QLi0dyAz1VAlV?e32@msh+i_qqKG}bxL<>fTL=%Hd4BS*y56iRj~
zP8IE`2hT&(#z4|rZ$;d(F~g8SnYhNG6!ncIr%G*1x<ajOVPOjC2tipzj`bshXUv+p
z>kTxls7s-FWA+VkgNI!zJqu|Dh_gxZzja=P!CR6Y2$MXV;wecupf@^t1MgT^p`xor
zv7S)z9;@7LDJmR_*0{10ACVE8g-)O2S1_@rP=w?^ZOe6N>2PQz)G!w(TV>S=qpRng
z<jn8pe@bD`Gbn4$gt;~BG`F()#fa@D8ue^oQnOt3XDh>R5LSY(G^)%b*Nn<(T>qWl
zi71}xkyY4g>PU#V<zW2Jd*)MTUqMCHTo}B6gr3;cnq6}m>_4Ug_;l4?MQ?NL(Fn*>
zR~*5>;f?JH!9HXQW*oJn2^yaoRm!bb4$GV)OTcL+jU4zW1z(TUNGnH=))Z?U?z2>5
zL-lbznUya|e@4y8L*vA+-;NUl`piZkr7+E7siBg7pYEBi-05QlgYjTYEfAvHSfAZT
z$>8ru5>mKEA>T-Qe(-(e3AY8`N3E;R5)Cz`EbUzOf<5KD=94R$Ii2PiDh~~;>CpYp
z|GWK~fBn0Em#3%@+Q^{ZT|`$LR{lO2YZzI<_in4U?EcbaS(`p4KT_;g?B<75vPSOR
zT*aY|3;5Ke#+&`2#U&GIvnRRH#Ze23^9U3rkcVt{9NDNg8^6Xc*u`V{JK!%9g(y_B
z9YD%)B8ur^xm21LWfJg86hp3x7yPcG(o{bFBM<q#RsVflzmJ5|C`r37$VX3wFi8pm
z#%^4u;h%lqoTFKGs`F)<jo6P`nq%Y<AIG2nb6ZPWm`~O<_sNg5_94sokNqVxxdvv%
z17aSF(M>3v77{h~m+5MB+w8Jd=w{s~rKbk^+HW%&=%$dRsqsHj>W_frU`StJZny9l
z{jj#5I(gIV2wDvYyIf1<dhAChDXyAr`x-_U-gB8Txk^UrC43_xN5)ZyQ-}P!k0#7L
zJ&LJDnSp6FUL(XjFd2!qRNe0i5@r<LEgfkmcaAtG)JLkMC+I_u+<qo%G=2E8He|Tl
z8ryN~dBgNN#1l<vs@SMsu$R#Qlu@A2yI8u6F&*kTp?YVo^1P4JOj_t0yqB+B7Ql#V
zK8QS*m0ct$^dUc-*!Qq9b-rVb%e{6{oz>XXBroQhAy2PNTArK1O7miq%A?q41e3B$
z8gN5pZ<itS0}Z=n-l^-f9M3!->DlgBIUr0McFia8P<ID;m-|vf^{6A85XQKBDET9A
z<l{F%Z*Dr_v)>uFb+clFGPJ=Uh?2E1%;f7ql@zi(@rY0pR@q>%dYJ877yvx!-)v5r
zX`yL1lD{u|EVnox*^wUw6|(OgV_9Ste0_S3h&5d}lydW6aV^G%F>O9quhE^k;KrEJ
zM~DTE;!iG|V{OB46AcDC=z+u1C<BEKo{jg}t2Vz-(Z`_YTizN{_cB&I-wD=(?xjEX
zKu`DD4>H}pvLpr_)-yX%w*%~;(eU*oNN|UV9wMfh1GhaaG<KvS{-^&c>s)MCO7Lc-
zNdrSXMU-mfSI>7B%xsZ9(p;YhUt)}O0-6e22t%kBcS|sR7*Wv~;b3~^Ci60W(StOU
z`Iku-$C!=NjjU-#vn`jN<uP<k*>d%phd`Pk{v`@s$1@Rka0m9FE4KKb$n<@^8Ezq_
z3w>9R7UEOI_ba2!4%FvoYyVL4Vfqk4r~HE4g#xn!)OKxVi+P|WpbXlQ;^Q=@o|bD(
zduCj}8IZ=vr7n!w<1sA4oB*49u7vUUs8$2>AJ+2%5l-3f$1F0-d?kfu^XQ2d4cia{
zw}u1e>w02eP*DtdFVS$QcZET!oPM6DE1L8Y0L9jf1}M$JE;~<M!v{z*64UjlsH9Vk
z4H1?)ryl$q5=advp^w-2QU?_~{Svx<#c|IxC5;u470i%ytT$%XPw@qmPmL$J*q|><
z=y=t+upgO^?r|H8H=>P5h~kPsS2j4}i|b5%KmKKMtWLynZ~bM8?k7`XJio;CPHdpR
zEH2YczhF-M^s>;)ZjfEZx$RXVFhHfIBN;^)@<hEl$+y{JHBesl8I`x)&j9^FB&qNi
z+p#>u8_4HkOb$6$m&jio@m}P`H}25@+CjCJrbN(d1Le^_-8P?Nc$@H&d89P06V8g%
z7B84YTR0n+&3D_e*G5{|3D6#Eq<7rj>OjTMB`I}r@Rk*M>d8#{U24`|RKv}~G~y%J
z{8_91==1%NJhGSf_u{^KM)h%Lw6m?6$Eui>CuTNhN%vy)`uqt5Z&)ffN^vB5FSsd2
zEdwz^sDK1NY$*l_hTsE?k5LT1%=tf{*IU8gp-Uk{+lavY{`A7Z$*Xmw7>6b9y$U`z
z>D8oSDS$`YgN-2bmLZJc(p6hfZJTi$<7izSm^#|7-CJf9eT?V|`=XVgi@zGhOPo#R
zbMubBTCK?M=gD4{{iwy(W)Gde_V^B-At$AB)xEiAS~LT0wb>uRH;=DTT5=K~+=f<G
zGo`o|@uX<OaS!y$;9(&Vo%!Y5yJ9CV-=!*A`>aN|s%sk0N#%530+nZ$a8YC|cXW@?
zSmg?;J<jYM`se2dy@O1RXzsG5`4WnAg=G*-XafNgIhrCzK8XEVGGvy51={qUWI!Q@
zyg~P9Lj|iAK@aOk8hH+bBk8Z8EohkCU#7v(i&+k@p`5AAmxMImPHn`z^1~I%JvH8g
zOqwpa9Mux_P7E;LkC)YbTLQHcPYi@e*a-l2GQyNb@aAQ7bN0!bF$ck$|F|f7pA4aw
z)`A_Adur4{L)fAqTkqCo>lyO*6eU=Xf(C$W)E)doywa@z-KZ42lNG!LY}~(HN1O29
z+YngEfQO^;CwK8{D4LLe&I79+s6=Av_3ys#(=TX9la`0h@`i#n10#Eb8hgi2vWrrL
zN<EAB^78iqpdT%B0<k5t(i$&uP*r_!g;5|&e)Um@hn<y;K413RJ1ChCwcpQPcuS07
zx!-zpzwPCb6a&X=m=m<I=yb32d$LPlAyk%vzz-RqwiN#|3HWrkHb2NQ!^<)*6FYFT
z#8^e=0;SKTIj~x3(sAqcR!XuCrEUYx*qoS>nQLy|(GCR%Yeb1kI+a!1fKe!hE}_GS
zm$v$t+IV=Y1To{^2ZT>uX6RHtdCNT@wV&1JT%UcgDEg|b2XW@8sJ2Adq_Iq{AQS3~
zbv=YGwIp0Ol(pB@2(#9Zv}@YmQa-AT3Az=&J=0Y-vvHO@vC@3SD!1C7<S3Pw&7QL0
zm~yU~t>58wy|w!vm$A2H{xD$<Y^P?o;owl9WdcivS73Z*;x1IpA1RL;t+8hi{x-+D
z!)7)SAJ!#y)Kox>r(N92$iCV3d_&!Dd!0mMw$MoSf3B3t{1jR$H_53=hL*-Sq~$zB
zk+TWnlB&H(0oMgls%{ZEzo~h9z+0Lx*x84N+!{QQZ50iu9}k*XavREI(_UC365k@6
zzU*+7Pr7}pJlN+H0AR^Kr@Vc$v|(|2cB#!dk*%f=|N9N3|7)x1-zDn&f1RcBFaPh~
zWyk&hKr8yc-S_{u4*01PKqy->Od>It+A8>Ms8VqI>-m@em89~_h>{SgiW?o<?L2s)
zWbc3R?f+^^|M}U!tL0qDKD!waj*`AYBX&(mXPQDeA0J6vew|<IKIE;|uK1#NWtB%d
zwIeI^%X_h67q2;`z!HzjL@aCpgZQnh=K*$2A(I_pnFmr4nnjG{Q}@k9EcJqkx>!=%
z<#M9)9#3HH`0$jts))56_=;=HP4RQgU#q&{+tI}a>N-8E_jRGw7By%}vtx16WE|pt
zulQQ0h6O{OehVGQLfD^fc^_~~^+kYv;Ou3p{cKq<D>3-Z0PH-iDD*|O?xGg$Rp>lR
zxlFf&=v7we+VoCx;k^TYq&S^O!~o^Q&0c!*1#z`K+8$pgZw9lBn$CzaWE`vjT17Ay
z&?kHi-2CtsCx%CLZxi;EJG639iymh3PWcPVqdG2U|6oT>s-dB}-niuvnY8?t%I4){
zT5HekyNZBesdTwD^)o(#x{SL}crXvGyc-IeRmox-K3@VZQb;&;%duUycUG&t=<dtr
zwNqSo*w>cpu}UDjaW@sWT_Xl#Dak-DpiGCjk!YfKB&ohX@^faWogC53^UIrjla^^c
z=1pQ(eI_4Pgb6PUKjl$%FQJ0RnnSZy8~E*lC?gv0TSHV)G1WlfPu@Wg!e3H$HSn}C
zA}Pee;%L4SmPlHyd<J4zHrgO95jmW@l1A-^3v=LL2cPxkF(}{inW?k!J^d1QKbM?-
zmUiXgdF3(aQz^jIeInL`*k^$K-J>$A<Y!~xCk3R_kGO)FB?2@`z#5#-?|*A8BhcJV
zR;IKd;9U8>g?P!a83`fbh>h!?-?PYM3?i)HQ~R+;5Mhj|!K!$GGO?vy@<b~qM4i)z
z*Le7ZEB*!uLMCRbH8h~BGW8#Pk|j%l?(jHxNy<C6-m!j=wWTyAdt6T9((q5q*l<Hi
z9chyGF(o;*jFexS`}c^I`dG#*b#Lz=<F)gb4`>?m!TYjCgt8XKzmk>HrvYd|P>JS^
z4z8N$0}CaT-E{6#t}_35MX~3?*YcZVR(9DZLpeaS8`&c$0~RP(=Bheh>XLlmMb2xP
zI|hJKbi{PjwApnhh3Ww>4pkVJ$thF7ubseGJ#$}S(EPg2oDiNx>GUTD!bf@=c0R6G
zV)&RxUM>W0UW}=4nHkCwiSNy@`u>+mko^D;dFLP3O{k7uj0zkOy``(T7wAQ2&7&KY
z0qAm@Y3)$Kr<=_o-mITw&yAtPNg#u$EkJ#duj#9VE_<twQp4OPtfE3+rUa+Hl(^R0
zuQHMoEy-{Sq00y1=Tc*{t?O$eHI7-DI=)0vzwRRj2|Uwovcf~Ai)IXkWp;eGD|^}y
zpxx^`av`RO&Nb)w@ZkM<!3Du6bBTN#hQuvRS0M;%N2al%_VI7NO%;@Mf!qwFC2fp`
z%+?c$6>AucHUXwAHeMA#%QaRmjSp#E0?w%rc+Hh-D$f=^wNJmNLFs(&CWkHh2&KWV
zyY^RdBu~~I-46H0Ukm%(XNa+p3j?rYQ4me}kugns`g*>Lyp1FI(}n1AIyY<<U)PX9
zDkpk$j64;*9<h9fK%}W&b5EpN<SP$H(6JeDO>QG}sV48=4K6F0IYfiy5j=+6%UH50
zL)YnSw7{7hmKBb}oVZsZU8#OzD?&Y`1lQC*UBVn?j+nuA!E@FMTkqhnKA3-sD!kvt
zvxW6reM?6+W$jH4hBlSIR;W!mR`EL^E_i;R#)mfZ(|EdYPe<pe{N&ih5$NvuMpWX(
zHTw)NYm+-S?!X_%ocgSI&>-z%o>*+-W%)bNXvhr$A71ufZKyIkUU^r#mjU&4OF4mn
zB-87u(nd6U$4&A~A)~~ktCZWU@?^#Kf3_V!xDngzl&czu%;|trA5-pssO6hW`D9xc
zr}LLdLLjx|L~UxQS}MENtdKrphp=sla9nYK*uZ0@TLmt-@Q4!M_y#;tLyju6IDMA;
zfex)rXn0<IR*6gNZI?>6%aZPB$Lr-{s+Psp{>Z^9a{tdgbsIT{L&X!5V7y_m?kqX9
z`2r5we0SN8CAT7njmD2uCwT_FmM28@+|`s$j>^rwGk@-x%KA(HE#~WSca4+1B5Gd-
z?m|VH!DIvW94~#7(5B>O(F=0K=LPu5lP#l9j44awg<LTCM$62N2F8p5rOF!U2=h8@
z{H4pjhB%kD4`EbODevc#5(ZBx@(mWwacep++&jkOH~swlcsx8X+_2ul{jKGF-5~LS
ztsD+B@GTyi(oFP?*xNoHlCS1Y06^eR%A=$>ovq;uU*p-4mIHQ{1Th)AFQo>RR3(Ld
zZew`<>V1W+fD(=8EjPYUL9sg|$YUC~Xj$2sQG&|7-L$o36mR|Ez?JqhpEU@(8u3{X
zt%Io|O<-(Sv1Dq4wd@IFnP$ZCx7{c<H5V1#3RKsBHca<+45o^Al25PgivMKHvi0*O
zo_PkO{>f2I!`ySY_rdIQ-L$=;fX&>Gtyiz3_aLOuOugfh*4+o~=3d`XLa5rJw4RBe
zFsSJaC}cNN9}<6R3Sv>MJzLi(>3*wuSWgJ-A((Z=IrH&7V*Z^^KbPVx1Rhp=vAd%+
zQnXkP^M<IXOdYE2jCt3WS3N3NX#*=gRV6rQuaKanM=`NZtz_1DDzc@0<DwM}z29*S
z0x7ap-L`=?#d0UU4U?}-K1vgBnt*S0ys2%UrJA-Md(?akiFin>s7Q(>Ltu{0crkCW
z;o|#d?nLd%jvX6F;gL$_lnO2QtIy?j#zIJ%mVAdAK%-r4I7eM~L*vZj2V*-Dw5mRy
zrVm$RjC=UqTjy5o#rrNqg(ZKT8dNiZSP%^l)#Q(gk{3QL723(8YKhv6HVeO*lpKhl
zKNC2fd-IV&FgS10_GE$GF<~vw=}pw>m_$RS(={>dsu=c*f0DkX<+(0(ET^@R7~|yP
zE19ezC(Kk7<AEw2AQ^~UCde08xbT=CuDrdp0IGSmm$mt6`00AgLy8jN_rm)HBl*e?
z#Tw<pA|)kdpr-Qm-7%!sinm3FdC0d6+g@XRfB!+k?(oh^L;h*<47nZX7$iVT>;sN@
z8J%6_L3Jg4YsSj5%H?;I-EGkO7Fjhm%4T_yq|dzUvj*fg%U8T__Hrp+a_vxdBM6HC
zUcb>{9wX+_wG|zO0}23OdE+E4i2C`>h_C?QwDC8ZXUCa#zj|T7(c88|l`ghWi||FR
zeyD(;AN!R@qYkF+_A*@G%wrsH`4A1QMJk(ch#m0n7)_V>t0o0PwaxgZM7nUW*(*92
zy=fQEh%?{`4&8|+3RR6(u&rELjQlE5{Z4XN5F~k?3;Jf#K3m*2!zbz=tHH)3194bT
z%MF-agiXwX-iUu8^su7YNrkG=v3E;@7E(b=dNSfzQ$4y6{qs8kJNju@CUj0XIa>|l
zT6xLzTv#k~e1>jIm%#~|pX*4>IJ&y}ASmL3JIo!dipIawz1r^t=@d(LP!GNJq+$p6
zdwg7Zh;dQNPu=-QY@g!)KJJZOkVlVageBUEVXq+yU|Z|FM*TnDUlJYlu+KI00+cCS
zL;?&6a99=oV~MhPQt>$@H8z*SLxh@TmrZ9@WrrkNdn-X89Hnv7;5DppC84vBIB7+4
zah+Cqa-$@MZw<J@Bnnp)Rkt`FQ~KIPuW^aTcF;IrK=+AMrN7(SA>ilkHgi?(r(!N#
zXqhm$!fdX8YMhwv9RwdPiZ`qsu4TOzpiN!lkxH5I*-#bC?F93WHUwO=Iz~D?Z)izm
z%6qi1{?GdfF7qEkSA450E#gjR*(Bvi+N6={J*>A{)s9ysu}$$>*|%bCTYnixsENTG
zl7WWnea@J-Srq$J>KodlXSAwm1CZusYFc0cEyu8`jzhT+{re5LScaiVb<(<cxhwPI
zwU^wN2s-Rz?+*tBFWAJ|#7TY0Xh6V?jndLde@K;0DM?kG|1_#e7>Mmm7Y^Mj?P-2n
zf8a%uEJux%P0osP?g?<yfip%7sL_*b18ut;BQ$EXw#>f{nl|JJ{PgF!%h&B%)?`2C
z)%LCN-aq&bv&7n)nI_;C`1<-GLqyc`DJl1#(ZZ)+fTTpQY$dU3Y<cSLi0E;_P8sM5
z*e1Y^tDz;ny~f6xsC|}muR1v2aER}<*~a7s?x;EC&*m|6Qk%ycAz}%)0-UH@e6Os@
zQZi}x#nS90T)1><j9Flk-m<W-=!P#4Jr}%CwOxd@XGuq{@<1EIrfVBg&%#%FE6i@t
zn8~chV}+NR2u2&)9Cw+sz-=lb_*qAbqC5YmFYaH@6aIy?^xqbYdS|m!F`pW_Me@8<
zzG+tEUi-M!wMAg473x|i&wlPLj}7@L<lrzJlTqQ+J2!li8Q6v{)%QMJZ{i*XletuV
zi|kf8f4Oix3<mdH!E<1E91GAVu3{Yb+0Msw^WHvl?xxpGEt9C~K-)%~KWd^%u@g%y
z%*j|gs$8v)^rc?zvI%QiK<;6LHc2b(wwVKQ@?hzYDQv0Y*=Md}R02y(-J(OnzaUX7
z6vUFhWVd2zoS_W^sG2w73;3C2OpBdUvru~~e(W?5w{OX_Hn+A}nI3TSTUsdBOnmQy
z#vKN5E-5-ZP7<}UMxOr&Hd|ag($zeaOh7`YA>C*kq`I$!U{_S>=Ph0qXk>uGhLXO-
ztKChM*O_naddc#D^+_0KZz7Nv($Ku;A7{r%eRXIu`CVBUU`|CR9xjKUj4WP#v$nzs
z&xp%{BHZxSqJvfru?c)^zUKT)f0)h!Le1=P=JQ8I_ocu}>ZL;i@F1<ASSo8LfhD(c
z#m24hS`J`nFVs>VzW)HYKp)D!bUlCOKtP(m>bY8PP)~reF9kg#JfMzfZi!oHVF@sz
zMudJHlicCnsk=McIM%T31-R7TBSNC4CUU47GyG{6ocQk<d=m>~Z@FrIgd(jdl-DyZ
zco5>}@bJmQfG59@LNz!!fK@){4H7_M&$|SwY#lBPd20WcNqh1VSF|&?BGa$kj|>j?
z;E;FVU#4qEhQKv?1sYEH(}hzP^1*8dU+gJ{Xo+sN+sY>!G)nK8s&FLJe<Id}a&q7*
zZ_+HKkREiD1>LGBd91JkbFf@F9e1124KK-mlL;k7KK}S#?S>|;Yz}(iX-Ipja%{~q
zyvx)XgXX{+*)LK>6NJ7EaIAaQ#_6iE87RjSx>JG3B{%$3E31cXUqi554Z7nq-G;i*
z65bt_KQ?<Z1W>?Pz-vELBn}MPOt|U!=G_f`FE7(=crVkNy>MZ{AL<W#6|qj58%8%~
zk}8IVb{{ba4Gs*<ux<;w#jin>F8Ka9`<5)FFd(P?ctq<jQ_IPiXr)T93w|4g{L55O
zS!bc!$<XvQ9FXb1BW5*X`Z1naPWu>TF`A#nk*bD#c4_IIqc88G6j*cOn!rQ*aUQAL
zE=B`o)+d+WBvnV901CHT4yx%b>~yGlc*ePb-Q>L<2d}Y)I-H~<7VzTw{N>b`-fO2H
zpQ=9fLvc1sR~cEqPGJO(;5VvwS6-NeB`*8>g8bovnX~aR>j5gP;Zl_pH(44~qh>aH
z&Ip~lBK~6OCm{8iSQo42)gRODonkpn*faoWaNOm17qqD8pXp1l%*P=6djb%%V7fST
z8k^bYOIL$p*QiGJFd=kn0o#Kp_%pH7b3)?peb)@w+@MNsEe6f2f3EMt+=`GxokrY1
z8Z<yqmGES9E2Mf@R#Hh7eec@OirZJJ*_nLbN6aCWdPZGLNKmLGatGaeIN^Lx`Ylpm
zRUbk&ENIy891`$J(@oPF+x;|;u5;#DcV3&03VhrqbE!W4nkw<UOjG>r8;OsM2)YJl
zHnIn4kbQJ3*SGGZLL}J`zvj3Cx~^(p&dM39ZM7W{CHyfEaD0pX2+-D<uX=CdqtT_>
zTL<OIY<g-pJPxp=6NzFG@}sHo1MrDXVVO^j@i=2j9nS)4b=~}P*Q*xG{QShMLZJ8U
zAhY;}c$e1R64&X)gZZNUYP%9UvNxspiS}g3N5cLN%-?T9VbNpfJq6D==V_Y5UZ=`R
za67&hP&LB%8MP$wgXjg@o7*ohES;iKY~#;Fcmv%)zJGS%egJcSHI;nUvXT8X=}v$8
z{!R;kgKk7M>Y9=YA0b<e&ct2zulaVCp>?Zf115xcoaj{?#P1L4EOGUGYj>;*kf<-|
z1^_Hb`Sj8w={w!5hGM#9WbHsN${$b*t%rKXxB-XaM(OLI04jBrUHOnALaV!4hf8mw
zftVJL348jx`H!r(M{&KIwH3+03>Q3HcV)z~8ao<aI<nyIvI_MchBP0ot~k;1XCq<)
zUKapp!Is!+gY%d3{W)@qm&eiW1@jM_I*dz%*57y->JC^4NVd<o_&bXZL4fEToB^;w
zP|wTW0FCi)o{yx0x<5^ECPS`e=CJ(pm#M}ryKSr(bG=OLesXuy@H0N~RFK;_jkPre
z*@ZqTIn&a~AEZw>ltkQ_0V~$Y6>eZRf`^K_g3_s+T^X{<z~(dt9qLwAiFze;L7Pj4
z)DY@K!U(aS(qm&}Qh2x&e`p^K7zsO`GHhXm(NqpH%<`EVCs*i1I(i3_P!dRmbm0$+
zB1)SULXGkn?;3Av(Ktza)cgL6{~UkOUZ@I4>`YD!3gK>-Xn)EUmbqAsfMO+6HVPZ8
z;>+3-T6e+C6lCU(Or!qX5F4!mD7>pu_a;Km1TEhHEw^|%v4E+HQ%o_p!t?{UMfo<x
zZRMF$*?U^$7qCz?1znl<Cn}api-n`XpNu?8pw)Dp2vIvn6{bWQ(Dlvn?nf`=<;O?#
z0Nf8{b&8&C#n~p|M{(`1{>(^yD-#`|RA5C2fE}?c#Sx46gA)h!%XlPRa(3gYPsU2;
z#+{MM+$Q-F>10Qlx_1iGbDvds*7J=`(jHk3pWH9pS9@BZ#^BhsEZ{e9bgAEKrdCEV
zN(S~7y)yq&pjuy74*WrP=&jxdUw3EgOHB9N7gn*mewgjIW1>S0o0)};^bbTR-F{a3
z%!;YY6nC>e;NX?NWum^b+nMJb9KdREX%%h7!H3E>tY^O`yVoA4c>7Epp$=pr;hh$(
zqvp<fBS5cX0}fjBZ2Rn0(M}nXRci(KYqT}R3#-VX-gp4MrX}d!DyB1c;e)jVmZiin
zEJp&fU+|ZSmlTj*yDed$+g6aV7}BtBe_}%!Uj#)o0xD?$v%0aJ=wBFwjPAMK$>(X;
zNt&YMIIBr^Z?}hBw;roKmO};z^BD;16$FmGMHXgEl)2&)viKZb<g$GFrVvfLP5UkW
zyK*gzd;JgES6U~EO9<Zqx#=-v50ia&_dUCP<gcy|Ph+6QaU=tW>NQp8K%nN<)P^Pe
z2%SZq0;_i4Q0~R1HKwFS^}zMU^-l!gJyJoUKI5w$%X6Y*w~cNHJ$x#ST$9X&R$pMz
z(P>M&t9|g3G-P+~g-4^rgAL}~BTPeM_W1gajU-2yDvn)@+EE|GpaE&q%TL}~hBN}c
z(F6hU9X6^QLuJpd3=<7J%E^wt*OLYwU*sK?5y#%<<Kwf;4Tc+^IKouaC@Zx)uG{5b
z@}^2;DZ@kveOKv?u29mz9W)X9-<rDoyZwHazBYyr95CnIlGN^JGx@~fjrCIYBCpl(
zJhX~o4l=_kFuzY#3j^~&3l0@vmJE>_<uIwg5|)#<P1#n91{~+WR5t`BXoidWs~aq<
zXo5}QZYL^F_F>x^a6TdBneRtgrd#@(m*lP)dd<m=o5r7<9swyJzAE%7aC?O^)Epng
zu?K=n10dbeT7JX7Oj_d-g|%Z6h0adse_rRmd&e+Y+zKyxXlfbh5glElAPZxnZFImv
z1iM?C7EPsKVt=p;u6ANwa8fz;XMux*dj{r`P$nR$KWl97fw!8t*|2nlY?G5g!}rnY
z+xlSt%g-d9zklrT>f&_B&p$3VjNW8GJc~COo;5C?!Ewg;xc$&Xx7g<A=RRKq;@lT;
z!Q<Z@Ny_3%Cx3*t6c>?C4Ma&3zAaMoN(F?q%0G=qJOqu_jZcIfL?SqwPfD_4;k&pb
zsZmm{|5f_kFkox?=>4BDGP8*Wt!DaK71&w~e2RRxqW+6=vD1V?bu;;skLUD82aE&!
zZk3U`GVXt=LZ~*funCO;J3Xn-d!DHI_T5AHd)?Nqci=h{yLv3pyTNh{@XK<)kTXBJ
zra3h*>sZ@a<NS#rEmNl!?`6aixwDGNP=P~;&INToA>3?=*^k$!#raDMKC_%El!mKr
zKtS`DVEl?4RnZmqpBw1SU~S70pk?Yt0EPq9aldV4`=HIU7af~quKbjoL9iK`oym~|
zeAYIO68d7_e*{{XBL3#6OdBMt<JTXxgDy9E&XN?4K+lE~c5oUK_I21sOs(}|S3q6k
zl93FRem}{evrEj#39*t&kz5lmtJ@>@9uFq=P3J`JvPL+~o@-i6pFb{tiZ*ePcTeI>
z9^t-R+YX7X+tOj<o4>+r&RHFmxlLyaRv{OaPQ5m0NP4Fa8>DFH%VCHA@pF1F<<`u{
zATHr$hV}s5l6h!|HL~Ebok{#&=(g(bBUhD+_Sx?q=@r*8Br)m4P1pvm(&%OMVshf2
z7V{H_cMOaD2Mq=rZ$=`zz26H~tws}>y{=+Y1_h5#wq(4yP!>vz^Na%zD7$Pig4J6f
z2XO+8@c4{fh!?g+$ojt%%f6Da5lR;pXqUc9Be&x-ur7~QSPNY^4x^q|l`o(5sCo81
zspcV*g6G<OvjEf`_S&Ri&!}VVa|4$Y8X)TdWO`(R_hw%gTAj~`eG2@tJ-?|O(YFW!
zNKo9?t_yRVIAvA+6C>Zxw^S@=YB%&BsqihZe{zq8B8E1}>s4cf0CuVxCbZFVc8G04
zJ;$jS{9r}?o0Q~~Hu!C%pmi>bLyRm;P-?+;t+Y(Q-k=x6mTcaHXn9+U>-Unh(G|@%
zL2Nh>FkXa7ciR2gK=D>P87d;mwE!2M;^gEBh3!Qn5;A;eHLYh^96tRs|Mt|FZg*9&
z$*o@L%-Ka_Ob=$;0_6KeXvIKyvzBx$f1u{Q^}t&o!txODfq{z!zsjma4Ll|SE*7Iw
zNpmv!w|jMf!hL-CrHt03>=&U`)BJPgNk{96H3Y)yQm$=}NtQK~qeX;txP$wNnPvSb
zaHCPW&~DX+9PuW?u=ZS0qNLUc{AKkgz$L!&Zbp*O?+f7D@?x$#n8c&KqeFz){hrze
z;C}?E;eX|p(FJJ{xmFdqr9R$y@Ac2J<xRE<p%Y&`Vw-$kVRw3hYuntHp<DYpIcMN9
zzlK#H9N9+5eqB*ZZ0T#l@Xii}wp>$Xbs$7U*0Q5e`i0dAd5xHQXD3IglDnOP583kH
zO`g}fIH;*-P}k`)6+N)GyETcG&!m*?1O}@1GQ_1$a~kKZFaKq_zMQ)EJu-1(SeoLL
zddd27ss8_9?>)nsYWsXq9(zNSUIbK{bm<))3m_mwdIv=jLI{!GL8(ers)i<=03lLB
zB$P-OkQxXQgwQ)Ap_hPX&3nz+=RNOvXP<dyu9^K|@2|O5?zQsIz1I4dUt#u;>1a2}
zR8B~ddzrtwTy(hpIiD<w653nOEu0}o5p$x%X_sAHD;7r4`!8U(Im9>e;2_10SU1X}
zqfPm+t5;{V?zp?v=kpAP`1%661cM~#{narM6a-giy%_AxM+mt_dobYU6|1k;I_)@2
z?nrlolEo{S)+64`sdVy*dAvwW?apqBK4YAc!b*mzz?^Es+y*@Z#ZOk(n_9hrjwS#j
zzI*5zfQ#1c3JpH~bc$$u&qtrc`}G-9ZP(T5NLMCeL|rkv_#{clse-6><b4B>Wok?V
z)Kcag{ZIhtCnkuows%HF#p2;+&#7bh36bntIUAsn%(v$FOBxy8t3NVCMs0V``?!sV
z;3%COkKh02l$rh!oA4iEy!=$<n!%mVISt|YgIWVe7v)Hl!OF);&ID>dpUw>!SKG=)
z_?5)X+7Pq3Fh%67k<>1%oS#(ca|Ev%wX5eSywe8_E-74g3e7$W)f?C$#b{iiIg=RI
z<Oo#3oMOLdJM_r9gt!=T(J$%FCk_F#kIz1;(3xa1Ui^O6z+|2CRU9U6QNvU`9W}j*
zHy0M}Z3W-IHhR<;v|}&R0qm!4-nTsJRE5~}@=3zzlT7xf@56dHZ+B!=cFdGqJpEdy
zlO<L0YjJNq^mrZDGPRzU&?T_PkGl`LvVR;TR}}gZ5ZB<&bJ6|*rthT@!yb7iNYVcQ
zze(I!{6**kM9N`C%&y~2i$WDE`PL&SIa55c{A~02wKS-xHV-pHO7{kBR<&|2`zH(B
zj26l`UbmcmgK8cw*~E=&C2{nZEe{e`&s(5}y<(j=XhVZyMw<K}em_M`;&j4ACHB>V
zUoL@4x_e=e5&0ZaXeyS8?ar1aR5S>Vn=IeO8-Jm6wt=E*Yt>I-2%xtB9VLRv8arH5
zQxnEvP<$q-pd?x9!$YHU?-W?BNM(A)DVn~TL%{qs+biN%$RU$k*lO%i+%dfI5lKgu
zJZ33~B<afy6oRSY4+C?e*$xvj{4fEMu@yAUptQk`C+)HWT~#-}^e~7=vENzl&u{IP
zRSR3b<PpB*wi^P^(BCR0;Im!y21P9o;H(<#G)ZV_kYHmnXqc9Bd6ig%@F`=qOcMPx
z^oSstllF(fJ)%q;lVL=txyf)-uL46>;eKEbb)f$`FI0KR-VIpCnmRB}+3U2uO=_KF
z{*q%i>UFuFp@tec<YlW)vwOHDTe8eQC(9T=Z%sxJFD%}U7WQZ-nV#kHZ?{w-zr^4N
z2vA*Pv%zj75UPRvvUYGCmh<3sbo<FEDkx0#)^sAbEo7H1o1?BFNq9TZ!Y%zt*vviA
zGS~;zx(C~?(o-HXG3o3Dh1|pbP`ut)#rSIDA>+KT0ra@IHw0Udb+lg8q4j2_|01SU
z90uIFZ^zBhaD4|ghrT`i+L$>Npt?`L-B7vCdspR+8_m6^<N(nw8KXLxu%Z^=QZIF1
zM6OVX(j~A^K7K%+bJ<sD1K2KJsAzQ=N*V^SpQL8qR@7CL)Tx7ki^@P{zFz9}iqc<c
zRWc=d?v<40-)YzOB5%#RkOE1RdzTSP>b)VtC()K*s?#^>J>Y6s^jLv%>0)jCv>D}x
z@{=&Zs!ue;O}*%kUG+}sx5U}fLR_Cty+{?CwYv+9iV;FXB>HvIG@dFFkLb(Hq17it
z`pt$mM^?y~Ut7=<@qHI@?G}uOg^QrL%(v=&hbOn=(y(4%pR8_evA(oPj+&x1VU)JC
zu=Z|JF*~}K?P+IE&iVNr2^%FJF?oc<;{aN<<lnY@qhL#q)^PHSmA%ZQi;>2mSlZX1
z+o+Eru0W;z+DmoVpg%pm8i(AbU5Xsl(CDF%sB&H;rhS9iX>anIo!K($6#}sw+mz$^
z?2K`%Oe3~^{xRpn7hL%d8hu}Zx?c&K=-MRNGrKjE6GKD7!`(e%i8f7G&(KY6Xi3l`
zivD6NqCo@ERpJ+Jr7t)R!ZVo+isdG2rCv&NCeM1xw5Y$TtlIvj$Wc}?oV85;k##uc
z1$jxtQ-7HRcaouCa1*L@-3d`P6B;u~NB9g>hkD+l=^b`=hsw(f@ODJrN=v=Vf4)$M
zWz-Eeyur+!^*@hdT?v$(1zL|Xqg@!78mW8Sh1n=Pu6T$sAq&POG(WUz>vnX7nhq#{
z9B!mjjg9cpZ_mdBd7h2_^xXZ-{ZWG?4u_<B3-5d%6?FLUie0-a)zu*(6~V0>P^=DV
zJRxK^ZP8R*G!+y_vR72G0Ro}T;MKXO<NNi~S%8ERgP)lisEu3-4(NeIX$^@-7=0gn
z7<J>g{Qc+lJqk#}2Wx84dHsIXh%tUd31L4Xk!5f4Fkg6}Ooyz|T!P-SCGT^Okk(I6
ze-K3aJ}X>-dQ0xkju-xra+UN)SWkT8Z;PJ4c=>$Ct4F6_&3Uv?c3~l=Ai!M*A&hGt
z^G{69$kGFQhRzMAXs89N&tT$D6rCq;>pQIUv}NDE?lPJ->fy}jO!SialhG@6Hn0XJ
z?`TxexrsQcPqbOra*4O{Xq@E`8rKZT@C;i2TG~Eb%wOXs?mJQj8=rH}zO|n-jeMyQ
zcemXM(UvVSx-O@uy*W#NMoLFTF*I}LvF_b-)0uM#2lydohjE)!0YSp9OZOyXe#OfK
z@nc01In7?SXH$RRY`vdOWoTBHq#RlnV2GVDFNcTb8?-}nEy1I&tj@f+`<?PAWaxnC
zD?iw2WoBU51jh(sCrM6j8+*2Kc=tH$Qj-3<8-@fG-&(T#x*tm+KaQTJ?|b7pqtdJW
zE%_ZI{R4eWZQ>JS|J|q`?>qsKT}$omgPTq)4KCx1W!vtCAu-~%z5(mS2x<KRFYE*`
z705q|)u(DqlcUFVYAOA@$H#F^(zR66ZER}I-NqV2MzcwN#xMSN$)7I%`6{1X)$!iZ
zg~7rGFv$*ClRn{y3D!jhR5a=r8Vb0@n(gfb*KSG8?-x&x$8wu}r+4YL#_^zH_!_EX
zc;$)17teR4cV=G>J3sOLXhab<VU&MS?P(##ClBD<aR<FCty>}F=oH{scMfC}W-tjs
zw`SI5G!ymSkZC6A=4=Wld>NYP!8xps{CfNh#>bNVTHE)Z>RI~2nx5Lp4^wk8ni3|&
zYPOEznH$GEUB>nOMXg3xeGxOvUH_>P|DWRgPQ4ZvqWRl|j#>bc;sa-`{@cxU|HFXC
zzsNEEr&-(oiVy!ciT7zd?H1qzYe69(W_els3Tq_kiKKf)nyT{W4s|wOoTYwIhCYnf
zlX;Q(l&)>2Hd6M0E1+vE2<b!8EVT`JD6Al?8Jz07<zu$7w-(qBn5zUSz74WD8NepC
z281Nf)Qeg}#_8oyc8b}Pj{&mT<692=LcX->DW*4;#x}!<u0~tk4?wcKt$X6Q*+bOP
zHbLM+14dBtMD-Wc#c*=N>6v5S7S1>-$h)X_{?qh#OOuipPZ{_`y4}YW%a{AJY|CVc
z2gOeNc?C)6EW8d4UN;e>zVDv9s%-FSrk~9Z;T6oYY7?tn9bu7C?JYmzD;=~v-*)=5
zgaYqJT7&1<eW`dC5tj|OWnY~_T*hE%TCtqZajK4xBTL!Z#GyYw2_$Yg`qNLQl?}&y
zA`8AC4jtDy8HXz9e#H|5J#Xk~Xj?vM8;rEgRP1*XO-uW#G(1r<aRA{qCgV-K`J2#M
z3@=CX@h|JWfBm3@Hrt+W<GE5v^+C^$)u7Y~oBPD}g5VPEvo+K|7eg~YLGih#xn=rq
ztoHCYcO3Sl1MY(vVYGiyUVhF|=V=KI%@H#pO;?VBL#t|09(xdkUlhb|+#EYpzEF)1
z8A=jkl+~K?TtFprygJYG+*|RRV3E{9gw;OWZGxquoaBQalY^)i>U`DJL9#U34*BYJ
z$&G%W_hNX1HQlL==6&1Xf1D1Cz1K&hkz(sLwT<x`&m8r8?|%3*uD)~;%=b!>&)xij
za%ItU!_-1D9<p>YHKLqOWHf~Omn~y*ei>6no0-b?&Gy=eMU{y5UC0qq-8z`zVX*ZY
z^i-5no$&3NM>^kbS-*k5lP$TA4bYX)%iD(Khkgh`nq~<#SS4m`>6IRPRYp#st~z6j
zTS@N@du*B|>WeJfZ`NSHIBhy8Tq{ZAX!|S{Q7wE9(Da%c8P-({@um#|hL-^n%R7Sc
zg|?aiB#o37i-Iq?0_<!;&WyN1bKX(MAb3)c>hY^KzKDwzF05MQJldbBxEcFBA>T#g
zPXn14&!XWh#Z@^Th`-Br@LC4#;)1S7!FFuAIBk1*O#VY?E9rF2v9C5ITq8bvyuC@V
z8i&PiKQFBA#EukRNwV<|e@W(_icnPgzVz7Ky`Zq0+;dhV*&N>=T3^`9chOTo4$_mn
z7#IQ#KK8D)&1wEwxDRonURtyoxnxV6_{DGK_I9t9(0f_>?M8*sy}9btsg#?iF3PTI
zk6GFs3eA^|sjrseZ7&oZoa{Dio7dYm9m}aI7dYWhnD-5*p&~to>22A!qR8#$JeL|r
zrw6RQef(@*>-#3M+5Kpqi+_B6%5#fRiI8V9YjqhAQdUoMGsGcLPOGCvEWeg8dC5Lo
zI&zzh8FpC`2|T<}*-SMQ-pC;EOz2x_aPod6Oue(Hxj=1j;!HdT>E;I?#4Z134TXuD
zOqQm5YCl&ctj7tv=3AJ9aU_0k5-U2s>3d*r-?ET3+H9@pHDN_y;3$|>9@=K6vP?$q
zp0hCenb-XtV|@ZP6Veu)k5u~hJj`Xa^=G%c)uwFDWHJP+Ux>%&%94~LvNM;z9*`ls
zP$6g!8}5wP&us)Sw4%B1=CD4P{@7r0_z?bF^BUTjpbe_=kKT(Zf5dh7=Z&yeEM5qM
zaz0db5~yfh6xC=ys`t~~*W{pPv9ZaVwsx`(&F%Ng0eu+&dLr^M#J+RGK{}p+Wp?(m
zj~q>-9zd@M3q5%)R$*SRxXoM!wvxrA2_M!08Z2j$jt&#xdjf_#K6bjo_GDN{*Toq<
zE^gy#hSv?&+;OZ#bXu<OXPd4w&(y~`ML^8)umA97l4hNI&n6V(eGHhk9lgT!Nv2cH
zaB%KBCo8^3(q`L9uu#FQbiHg1qnrN){f>WpbN<!&0mB1IbekUPGFUk$dZR(3U=@3I
zzD)r)cG#jj*y_o8U$@CRw~xK-%5-{|lvPK0UOseYBgg4*4YQ^#h%CldZ&}mIkGP-H
zJV#I!LAF9~Rk^2;cKv|MymH}4)||pEzH9-JsN2cs47<Mb&oMHbiFvF3Nb6#dbV}+`
zPpIkqUb<+vfjN36Z=I+TYWrhVBi>HDcC;aMMkQ8XWY35iTu^IXv^nwVX?%y&1#>Rl
zl1p_HEpZFEqEAw<Ci%jUJEMy}yW5;T$V)wbYgn)4O-+V#K}N$tw+brW2}N%QL-fN9
z6D_Kv%@d4wMTei{nMi$)2+MuI$5`w_ZSE`0kBvy$%MVl^MUPH<kFC~age9fe4Vgjm
zF*{pUY}@v6oKf*JlB|Bn2EOUlbyyqYMB|UWGXJ+ji?7n|j7Tt_xs{Q0`O5K1A8VwL
zrt3%!91r@2@imfzmAj56TiG8D#L=D-W(VzCi6P;6KbL;fJ!{0zVlaA9n+{kwM*(r@
zaqs&9!6BV*;+d2O`iPEThZ#U0^<o{WeeA%0<+?6CdU3z?!wKi%fiu{S1{>b##Hx!^
zV9|2>zv*h+<n$E1FKn249TYts;t#Ruwi0}n%$3Hm@RlfFHDYfsI9^SDIe{vzzo;O%
zv4@#Tfz9WcZ!4`b#8~aZv#%!L4Tgp!=^@gqK89~?gyCB8F^UW)<?JbRUlse+(+vs`
zSeWmHuVp(%jpJLRCv>{KCJEghMj`s5qW+vG9Q$3t(~#K;@CgIufNG`hsmeJkKGe%(
zU>!1V8R0>9Bl0RT?kYNtZ*5sbYS3fz5Y>I+bAwca5bn3`flr3mLgzgtTXLAVS^`+n
zpEaid$n@P6>IKOSZ{FHZZqFGnvVhWG#e9~oxKx_0Bv|9opq5oLNE=x@F&7XlRmO~(
zZU)G0{ichO57MAkTTym%@~y4?VD~c&2jWL}1&iI8d*$C(r%9Bk_Ew!0YgZldDA-XG
z)~ORe-mn7@F~I5btgd#|%lU12dTfJ0SvBOc;U9zQl71QY>M7jwh1psBlZ=>#+N!PD
z4-sV^j?x^jX5D!_pSw+lD=mtk$Ts6gPo5kIKvj2u(%)RB3S_O9u?T3n-t*#(N$24l
z*r=J{YEfpXMY$L27wT1LNocm!Zf-C%s*;5ZTAwN<-u%PV$cCC?7NaBNhOpjfL}Pp_
znSayy-s$&c^Pc-nXYKX4Gkk^z1*2^2P3J8iLYy(muZQ8(+~;0ZXHAKydgsSCXWjf&
zhf0r2i*kOB_Xh)T;pVFhV_W0v-~&LSx(vNPQDMClI+g@P<?9IUO96$n3jj=ZbBn7|
zuTMK(-+1zh_vPB1^Q!a1=`{<>y^sSU@#NC+$s@y<*w}#0+L1&1(0+qapI=kxM0S?|
zQdH2bX}uD0V*|<zfcpC&dXax?e#`!cz*|MPb9A#60mEIMpe*u>Ccup2BjFuN<>X>W
zw5K<<%nmyUa}E7c<BUF<5Rer`UGHSZxqhvDQp)%Ah17;fY25T_7CNW65wqm-d7)jn
z#};JM+#KvoN&|$@;Bmh5`jY(Q6Ss+kWB~NTF#}Qb>c0e51`!1*jnUB?s`us$Fb>yY
z>|bA>3zZ~C1Jc_QnAh%MqD%s2XeVwyVfztLxzG{ss;2gPcUscTnfI2)1A}VUeSdAP
zlG%ULf%nhfr#S9}>v-moK<>{<{C{pj7wCHaNQB+|p4;j+D<;){U7>GQ9BvlkvS+?!
z9x60<C$Lm6AAG1{NrTsBn={!`-;SsX0nN+v7Rw|DysV+>mO@4&s$$`(-OHBObei!j
z{x^k;;UXGfIf-}t>24^p+iyCLrE7aPXGiLBUBNwMXr}(n|B8C@AJ_b=47l+@RhbzL
zCO!A_(W)8<m+EiXFDjR7lWb&lGTolOo^q-y1?*>v-ED0p%6G(JQ}!`y{8T{cg1e(J
z^z#a3*~khkFWt-E^g>#1A@a#1)3KU4?`Qp`I^CD@#=0TD>FB`ri?48v-+$AkN&lw%
zmb$*FYUd|d3x_~H+KImXSnxr&(31VewR>~d{Mz}4Qwi;|_-bX|D}E|%O_EqhD1)<A
zJk4GC@~3jBz*lS2=dU+i&pS_L<~*=AELiE28k0{w6#Zm^Seu!L)MQ}HpTFFjE{+98
zg?Fg-QL1X6SKu__*=>S3(=scQ!5=ytr?0(Ur~mQ+-a_98M?g8sksKZ*BgwNgWvYFG
zT$#9}&cKckI&jIgV&{TuAzWPb`?T+4lV|tml9LqA)kOFYC5`PYY3c;3zu2=?e&0zs
z>QLCj&R4vdMp|2j>((U^0+A9ekhg>HKWwoWV{ST~M?cpM8H$5gb(Nj4(db>;jmt#L
z>kUZp2@>VugX+9N(o|5JzO{b!kXISCz{VC?a5!YCCx_0s5nArerELgM_K?h61|Uta
z8UTxeWg%Cblr~)}HgIeZ8s@GS?CgGPn|s3~H>Ieu^ji{p92Ockdg%t8?mYA6ALn@@
zO!$e7@dD0W?ST2sfFmlr!8W*fMH!tQi4Kex1vy#Q{}gldLt37*cr^Vg;;O-;cG08K
zV4nVb?i>Xny9sUUeaQ}mfQQ+)(3I?I`8PM9GAo7_j|t1{{A|*ZL}r$!2JV|Vx*i6+
ztT_~)qqZFRj-sro`J8X+x2OxbLA!)n%olLlweou>6JAqYx6{7=L@=faofk;)mDTsq
zk}S`_cZu6i4%w@>BsL05ytAcEB-zK39!9{<cPh00Z165#Ip>5KPRKx5)I62T^&*{l
z9p=jynd<RptDsV^a_onD+o_|+4cOpb4cwP$@>WG<^?{n?W<bzj>+tLUDaG;sm$dj-
z9S#37^fwUK+JDU%1c)*KWn?`yX<yGG*|KUR+01W)!!7rn?PJR~mKeUfseiDGNxk>4
zcxxbR1f?-TQG#h@{d$nWo#9>~j^QENpiV&1WRt#nGy*cIN&&^p?bkgoqUr0O-N7+h
zy7(wZ)Q)yz<f&TCT~gY0j~v*~ofeD5lL4HyETU+=$H*fDP_I1j_gXD41ow_-z%%)_
ztVx>z-fRAgG2XC9jq4$NL1t7f42lF+_8L$n3Vm>GTVZ<?6T9#S7mK-w^#U=(?U7PB
zqBAXGes_atr{A?Yw5o{<?hG6$=FsryQW(`_IdMcq*@;u;)GrPNsRhp_?rVB;3$+_U
z@CF0F6q{<V=Ut29_i(%)ec_uhqxaOPjS!1bq}Fz{905B~9705S9|U)*JyOD#>BIQT
zkE{+uRC{`Z`g-mG`iEiUpa-*PLW5~8F#KXb?6(BJ7<0MiQoHBC-3je2*e$*AKL0&m
z@{N+I7X(@HOLyZ=dUq$}leQt6OJG9{u<(P@m{BKKdq@G#W$NgghjwQ#&Mwnr9H&7n
z6Dy<F?KM4RfttP|N<onMDc<z~)49&>H4m+OSf;sn4*gYjMf6yGqp~H*u9WEY%+!_;
z5i*<%>Js%P9Gi!BWuK?w!c?=g`rGY9hR#RyzlC{+R<Z9`+Zz1*dMVjT-|dvtQ?|L}
zjoEB;yg*NM;iZfYdN9`Qg!~ePq^%DSYJRN_zaknn)yt8vBp6?ds#+0EwSlsjAPJ~i
zimvi95(}WY7M+)sNmAksy3OnobOz;(AS?b%=k`uZlIal9_9XOGU=>nwj?j<X0cI?h
zvw?IIGs6~ME*3&R>5{Dh4B`A$x#T~?(^3d~MsoXEV?&P`N+vAs1}8Rz<tpBYAp#aD
zIocp#&{2KhLQF5UE6aZ35nXMi?k&1!6(T~g(?2Ml+ig;fe!MRv6j75EvVw2(*e_X;
z9=H1BAn78WY8v<Y>`mSL`H9Te?%(86GEutYnz|<#Gn$0!+M?keW`b<Lt!Dg9<2p?o
z{EU)eI}#KupCuV?Zg_$p$mV({IKl~jk@{G`q~pZ-Rl*BLJ~sm`dawd}Z!iDMa><>8
z0>I{TJ1r~Sw%Wz?CW4e^L;E#B$U<YQ?d84H*{SByL88Ef>Gg>)fo3OrM9=$pq~Zl-
zsNIuqMOeJI`?e<fv9>3D{DSn<9U;Elm_%`%qJxaW3*)_=zC#lMt1LwwRmW>gF>`i<
z^}9O7P&vHgywHLlOKow{3hs=zJ;QO;B*}76^-p-IwY~_So%OH#H(|mciNOZ<r1P3V
z+vl%adWy)b@;IaC*7;AiN7K?T^h_eSQ;-5H74Ws1)X_k-bIXSbS-CV8DoX@BvH>tu
zm&-8Z$+?kRPzwNaIEp^pQ+c2|&3yOFx`Xst<&*6@&0ZeK2Nfobz9H{?@8=6<nGY87
zW*y{|>PTkns74js`%f?z{xa2p`7g4%|Jn1@GJAJ(MHKL+SxCEVBGr7Oiq+y;r9%nB
z1lOm8^B$l8n7J?Rz?DnXOVsEeYu|sPvHp*V(0{noP51e)R@eXaSM={Z!(UDQ{u43!
zcV5xI?+kx6;8%fXJ}-kD0~`3Tw#vJaS94(d;29>_a8!baJ=<UBdRxZzpOu$>_z_DB
zDo@pzWW+hr`g(c+6N{*faS#6rqVBGFh#stc{keI2=mk~K)Erf1CEdz3{QfY~t3Ib%
zcfHASTISZ{&)tzXlEbrK?-UwbMODuqdAzc#oIH78K>JNM5tH7v4wK2p9A`JYJdA$3
zhVoY9>=@S`Hr7dg@-=CCI(s=q{d?Q1`YBOS8EKK%{<n+Z-i(kku*9xUsOU1l#7zj9
z1#jzuy5zi9XsNq*w*hLp;IJGoHyE2xn7@=beJbB1$Fj~j|E)~QS<CB~7YR~5FQ8}M
z3*STFy(RN}4pxgN;Q%hPWS)()G`@m}>(LIaBjG(#7hAHt#l=uHP~%6Vt{Xck19=%*
zS#$K>{9yj)i<$>EN_2<$VSli=7YiF)JAteYdep1nXc;sBEm_FXb6^B(gilUl1D4!F
z_y-m#eYo;{pM?#=%Iaevy|rBX1Q+shKz^x00JhLmUgf!RMk0Dn$M%a@*%TXY;4MSQ
zE^}J&<`ilnv+YMeMiXSeZhJm=uYXoI>b2@L9h2E9*1h^&?azL@2(yZ-D(?$Ewb_r^
zfH9+RU`D-LW@*Kt`pL-TS3x*>AobaY5uNjua&T~29=tZXZeOMqcR{iScUEsE82l7h
zhbHivfY2$Mg>gbZo7oS19Vr^IypeuiSN0Fxa3eDlDN0_A<FJg;;@pMqBB62F<oU&z
z@wLqf9PP5+HrF(YA?P-iG8(;s?gcxH0&eb~$hQ?7<?T9evO+L7SdAXp&vZ^}2{tLq
zm3E}qi+CM)kwZf3L4c7OuGY|eeo<$6*WYcD)LYovYR3a)HNb)s5cp7gg<jsO%;ZD2
zZr8?yKgCAf6vYbO<JuEj;`D>OAg1wmnoO2AmnVS@<dgkIB=xu|1}CWu0#*0;?4Cd+
z{I~<1Uj6sxu77*@|3!&Bo~$Vn*OHZXv>fh&Uv;ZFXVaTtUsy@rnEhqp+^-SJiJ2W!
z`Q>rtQtz+cJ69Y3aQOCUt0*cf8PxM|8*`vp$f46d{>hS-HPRG18tM#8wvC&MJMEdg
z%GUW#80{~vz_YVTt$GVwV%?g&8^7K!y2lkAA6`{^R|_A;z^BY&tJtak%*eyeH#n%g
z0{7i#aC52fLi>TGP%%6}h7m^OU-7k*&<8yttkodx&6In;QWhF^+2oTx5)|SKH$OSX
zM}V9Eymux6Ej4r<WX>iEaRlqZd;JyiNg;7{J#c*_JO-##O#!7$WbK-NJxvF+2B6-s
zUICh|nzO96W8w>Wd(uD46;3_n)V9Sl(%H5l$m=?y#=D`D3xE#`?m+xE-4BpeDa!fl
z@iJr|dZHaj0d?G^sZnrkl1z51oGM~ztE?G$1~Yn?k!uJ{-J{Aj_jdvUo61jL5K{R^
zu3F&y8#U^^W`*YcaM@uICS^jBk>arGYJEwCAL&JleG=<@GWD!J{AtgVK!_3@ffvSZ
z24qj{;0eE9{yjXj2B{`1<8*F4irjh#9nP$Lj<tO1<fgOIc{<_srDDN7+6VbZvoMs<
zFwAY|@`r0*>r#u7yWZW>|DmH|NN38SD)RdLpL7V_?(an#rl0?N6N|sg6#n9#{8v^c
zPxLe>5|Fd6_~@N@6>PS(OoANIrOg`Fph@mE8fj%>F_yJoR8Jpr&bBSE2l0<6S5>?0
zRtG?XnWPYJfr(l#k$4PfQ3|?%ac9(pRt8jeLpbP=!-V^nGghtrv;A-ctxBES^>?>T
zmDb_iMbPkKH}D234`y&EsMl_&-`)d}Y!qzT9t3IcKcJqr!LwOZ53c9od)sQ?>~I_O
zwKpt%XB6xz)ap)>X*ad$zo?}vosASM&lp_WNWLd#dZ*hEW|~g|Qg%TZ&3(OD+_mLV
z&f4^1i`q~0b7}OR?q!zNd<L&sHKldyzp&q^xOYCxx$M)l^Vbd!aF?e*kLcJAy5?ZT
zgvz{(;ZTd^)NaPT<y=q5MSuf*GUVdpkn}%#kznduOPkIuw~tR*&xm@tT}rxuKx90-
zv$@q(;pn~5Q;LJG<3n%T0c`83$+E5kjqKIuw>zg%@n{7~N`TK>H_*EV(poirn*>Hs
za_99I*INeVH!98xovO{&U;q(4yC-{vM2qtRy$C1f!lOkgSto2xP4Vk{+Z$-B8@6qd
zP*uVv`;QMwT2haygl|r*I|^6?TzjNeR?27`lQc%doi9DexNdyfx3!6TILNT1DZTK(
z-o+XcTO}C$x<E>`KYX=T{@YHuJIicT(F({B)?Rp+EbLKJU(>X8srJsl<{Q7L4AE%b
zEB2j5D`8R|yOdvv!h7*a9aWO*^%gJ84P@w5S#KAy7S?@UTSu?uta#1bMc?fPL_T7Y
zwnHl-AroB2_%*LA-Oa(g%Hdgmr~v<U>HHLjyB>GDwH22Qts)<*#JPwn2?#9hhDr-W
zBQ8Bb32YcFtJCU_M=$@+zpUxPa(6?jq<k(VJ%5bWViEAZ@Y1H;+(t6F2RGp<T`6^m
z?k8qI4uWJeq+XG)8!UH>xwv8V@Ckpiis`+ZmA7<S!e2|j5_P(tmsd$27{5vC8^r{p
z<%^@s%raM+1HYh2ka|hmz>BQmW%{`j`ya#^b_LKaR$X3wrK*c(!|n))y(-B13}Cds
z=MEq^Me6Nl-GrC1<^iy3($grOLS0WJ%SOj&NWFFarg_!K(hD=eTYs{;BIDQRksq_!
zA8(3<c(=ZtO>{r)S-F(2B=iO8jNcvMGg!7S^U)hgW#7`#+O4af>A&Q{!!SIJ2kie;
zqT!P&CB<Jd`eG~!ILyqyedmLhYhHX-iZueGp@8B!a?{C9;k4?NT#hciPo6?--VpRb
zk*D07w!gibxNXzJy#sUhwH@ozI`zL0+KT%2jO!EFKRxG{k?Oir|K`afy6kh1T6WH=
z%v<ugKkCwDYO{D#*9-S1z=#phc_a5?1?LuMq2O8t<_ISp{Z3UQbQ<bwMA<EJP}r6B
zH~Pry;Y3IA`@T@OsB5y)9Xlc4P>~fG*8)0iIaq=R3l)`_z-b)kFa@Ao7hfyW-uCjX
zW{g*@aXD4qM4@}Nd1{vo7d7${(M^FvRlt?(F$@gGV_ijS*>I#$XhoA_B7>i=Aysa@
zJ?bN$!Zl*A&m?4>$L5jk!A?u&rJ*QJzqh8DP#1U4kavZ}*@aV->W<L_p7eHcRBi7`
z6pQDL=0CZt`rec{^F4x4**Q~Fd@260`aJ^+iC~6qKO~jif4U%FjTqNtq^n1Hx$|W!
zm(wGC+@@z}Jp}v_{pL+Ia>@LJw+>x1e8vG1Yaz+h18wbr%YBd`qoXuoF|GaQ?fhJF
zn7OlR$25kQ+MYQ@narydvj{AaaoG{d>hXxxy`G|F)_BjL!LB>+9-S$@<)ivu(e(Mg
zQQ`eUN2PnV_mnjFF)yYmJ5t`y@5eOE=h>cY0o#~AMp!6K@mYK}V2}$SF@;{!?I4AX
zvcMgwa{f96=|0<kIzs{^3a2N`jvkIoS$L}`Y%WGR>I7jn6mE$;B8NB6mLM{@l@#^7
zh#_U#m9=~f=9dkJ%8>$4HB-Xm<6cdPmDs(HuVt*B<csNB7)G}XChfR&(2v=|vAger
zryC*01Ku~oPFh}uJ!5jSU3v8?Fs9FaF7xwVEMx(Y%GWlNxoCXaa-hu35!x^Wp}f@8
z`Qhdq!bzY#+Uv^unUPi<0lItjUFDT`jK?$5kCQrbwRFVp(mR^f+_CH>ZuIz~dIndk
zR-BB=g++U}VROk)T9U8})^Yb8VntcLm?0Tq0TMvBsf^I-uE$hu7~N|=^MX-$u<X+I
ztXW3G3!quF=KKWt*Wh1&wMzQe5{)6B#yzWXaUV97*IK>=cf*x-0^>(?bAhdW*XfqC
zd1t>$bu@oc5Vi|3GEg3kjB7PVe!6c`Fx8l0V20gKudhfC+#8rGyKh?B2k2uvWM{03
zmeBy=46aA}UDJU`jp@-C)zD&aKt-KG3=Fk##a!|RmS^^ASJK%K(^r??oqnPD+B4b4
zTe@^0>#;hcfz+-~BkISvul_o6V;y?r{B&s;a0Q*WvQrL~eqtrGiE)ejx);T8p|!wz
z6(BC@SB(2bn`W=9wzCn$stS-?{FHMkXBnR+opXP!IBroIgpa5b!6#P7)G*h$tn};E
zdj<Qh7=efcAGlG9Rc+2Q*fM6)e*~3K9(0S6Dob7?orfs@q(WEqitJliXs<fwI?jCg
z?8YZnXxd@&rnzElYCg6DpX3=AoV15Fpp7d)*UPMbE$tc<>eLd)p~}+5t-T`Ldeb@W
zB}G);NUw1+lR(nXpMVxgnky$)Gym(3jVmt9+;unN9BMjy2T{>ALIV1=#Ml529XE_`
zz^CDqY-uJ#pO~Zo?;xag-EffNC{1!YCwiGOYf3GD<zlCn0Jb_LE(l>L-(E;{F3Mje
z<ZwB1rIh>i;d`Hb96-jj1q1$WrScQ9i>1jin`T&_>h$0zI{IdZ{Q|?b$WcAOj4NYk
zysW<Q`X+Rwer&>qs7sZ7|7fuKo=A7xy=IXW-7m9IXTp@uH6<{a-Y&wfmR27Wmu@?K
z-gf%Q%K(tY_q8FpF6sicl#TeaQ3!r`S}MwN<7<-b(X%GJ?c=JtZzexIYbq|F(tm(8
zDs;<lE=qa~y8Ga*J9NhUF?kT{{2#hM%L)U#eD(R$5Ig4fiN>L=>VgRjm;Jn!CZz|q
z0adC>Kf&FeCqojF>r-j^PuuT?{*t-KY3>nM@yFSFbhMwYR6k!4bgGq`sm;vP5bW1p
z0FnibD?QK`@j-GG|0tCQD1g3BA*BR8G;%OMpAy|pFWrIv2ItRK#NQfxhNeu^>{i*e
zAZ|dxUYNHBsz8TWM#H<-iDNN?BfYPz4KyY{UIyjeY)vDnjMq1!Wf1ob!!vImph9q4
zM}XlCjG(TawLE!q=-EC5GQ9=dE)2!(9Rn{DIxWD@$H7Ic#>bg^AurppFBo0<9hpCF
zM!u<7)4Zt1BGS}nkSOa<Xxc76p69Y{SMju-IoT=qG7bl1za*1CZB`&w$<Vw2B3X}w
zOiv`aDD+cAHHXIAIho-B5VFXU)a;R#&}IRTCv9xAj&Eb<S-;B;i`;Q>f0yW{b;jC8
z&3I_`1iiD?Pk5D~%kIe9b^<Y^zQ}JRp!gXOSDKh)w9LLPS)ZZ|Os6c4&QNU%h!!JU
zreX!`=}!cTV*O@M$r)yUHtz?Wj@_m0Cz9^3^kk%`0p`=8{>{4a7Q?Y+WEXT3VYLT8
zXfr_NO%V6CP<5PM&0!k*<>w=L;U_w>n0Q+%cE7#ucvAVt#rN0LT~9Gw?p)!hcv=SH
znKf0nN|{iRn_TZ0U#+*7A*V^FEO#;}zr!C^W3d?J#`OIfGwb!|snnb}RqYvA6c59P
zASlcCu#5QwF`?mE>vxW9nt6ifo^C$#xn^>WZnr|UpUbTL4x!Lev7}{Xg|_MoC5PbD
z(28ZVA`Tv<uT0J57W)8eI={^_??JUlYGN!+b0#s$?&`Byi;5(6!9+{^;@_4%GL&L{
z^HKGqQ3T5wI<->jK4K>8VoT|(`C@PH5U+JX!qLvbdWnM++MUBxv9#=y(pFgku>ly4
zU>*#fNV-V3v$czAT!S1s_C?;d?95%3ns^{a7<GB_-Hhd6=2p<e+E4n1;I){Bg(@$p
zYe)fM<=8P|Uzb9EZTI8`4y;~59`5XWvfFcAZY}FhAy?TJQ5@We-$T)mZZ&pnvj7I&
zh%(x;$~IaPZ`@t!3|*7`Oy8cS>!9?FKV9|tn*pkwkCI6{h(VXpI62~WN`MM~-cHD#
zc5Nd=PRFok^RxVZ4(kj}z$IjajMuFGg{GcUlKn`Np(JY=s~%cklsk(#h$ocEpDyW~
z-0b+C{!0M~jKxVa!t?vk=b&G<N=2lGo!ZSodkF0L<K|!x14uHlo!U>+4=g*Gh+W3X
zA-!B7p5sdZ%fgp3s{etfzcqb#X7^E_*{WfZi2{B0^dpOOwfwz`uVxWjt`a=SjmpMx
zY&i{eg~;_@(R$l5D<T8ONf)P5kZ-I}7PfbLYu-xe#ops>6c41w(X#?*=RKbhmp{Hu
z^+tC@!yumYKhoqYzfXpCXSUVfzope-%fNAvXx(<tq~-V}xYxXKqo%m9f-s03+Z}%}
z_M=SMy<N-%Z!<V&UT<WyS7TL_ipN>+>2Ky-o5i~ZDNqGE8gqa3ApJ^3k3=E#_b<QW
z8E3kF%f!JH^zpoE!qf|=Se7pB%UW@TY?3fx71?z*F2VIGA6&kz7f?!GFHFd(iQR2T
zkayV_(yxb&QiA1zNFAiNoJHsv)U_o}*jtBsiiO`5)?Fyqc%{Wa8sMPt%UV2hS53<1
zQ<HL$&~>A$K?6oms9Sw7nXso=9n@XEqQ{_HxUAR=b_(?oU!4~q=~;ho-;bxSD07_3
z3I!2lyVjy&pB49<G5?Se>z^N&|L$hr4jtm467!*7&X0Jl&0!koy~!!DY-Bb5ESkdt
zzAj2z99p$(3}%_hb78UOHls$#<AE-*hX(Jac~8-7DUI2=Gx4H!lwlc7F>Gqnn0V`5
z#fhkAk--I91D>X@<8Sc1%v%v+pBxIbZQg7`Sm{Fs%O<R~C_i1VN=L4gzW0GvWN(=T
zG>vWta!0@2@ek>my3pW0V=H4yjZha*;Dv_ma-pi1$Ma`&o}^x|mna2w*G+kGXA`6V
zUm8L1a9rb_ciy7Dr&<Pj;!t8D_(rg0uys0<k#t6xAF*$sy55W^zFCun+8pxUPnJMZ
z!wqW*4f-!n*lU}blx6V;P)A4iDwEoe*Dgg~>Gt*NyRqHt6!F8ww9HPXB<0{GLg7We
z5Cj5c69Kz5WH^Fk;~x{Qqhu*mcrfRnY)*E?I;sCNncdH~%}%a*Upx<h$5!N*O>%3m
z2Q)Ue`5Ja!>W<sk5*9hJanZR6@SG;|YEV&r-CrH;d}E?z=dxp@QYto*%`x@9`8no+
z9};rkbqux`dKx2yht16(Yd(`b)?QZrJfhU|Z3F<KDvRNCeJROcp_RtzSl7P+z0GAz
zRju56ZYOT@yxrlXTCO|8%$AR(O0O{ep+85VpIO=3Qs`Cqd?MU7bbZmc0z0<m+oYOs
z7#d@=U)-X8XOLR@!>t@Z!o@m2rh8a$P&g5k)+`!5p8Q_MF1%RTGNp8=jKyEq+$g@z
z1}C3APCULo@u`c@q0JP9;Puy<+|*ZW7KhdTi;?rECFO+T;$;o4ApKdcP)29{Vmokp
zyrVx9Vb#~<F?RMzcezhxa^#hBvjd!~yVO>*PC~JfLaNeNS^OwmTwrlTy#Jm-QXj&>
z(MaNISCiuq+~9B-WmgD2-=Qq9kvqkEeZSbE1~<YG<qZiotdKMkcDmVDsVTZ+{^FKN
z&d0gyaH2(nbe2mhCp?W+xB}v-OLbGQ2k+G8hIO=*f00`qwj0zfO@`V^R)_SMLzWxk
zxrN%AIMwea+gB01x`5U;TWo7U5axqL7UR?JJj1m^;`5!Ks$SBmd)5oxM$8CzRNQul
zXBOnI9nUj(TI0?3`D=7VYgg91r2N1RB?Keg9R8H2Cv8L4fNH;4(OzTu&_gD_csCjd
z@jZD74oV=kYK<BUM`6yca(%elpW#ENS$8-3&-UuLQ)6-|t4G@J4y)rJ-LmUoaU)ok
zr);{64aUwKX9{Dw=#aZ^^4!oE9=ovU0-Dk%b|ImGWW@I%EvnGJ5ZG@I2vSW`i(^s7
ztpuMvnPvFbcs{Jz`>s#7uW;0HEU!-1N$r<Q5*$Uom|8y>(d}MQ-zl$!LCaIi{STr9
zW3t#{V#);cg}_!ri^(HptI!jwD#r{1LqBx(A%!J^hlv_TxT{?ZJha1XE><fh%sdHG
zctNE5{@u9Oj<G>N7d4F3g|=$#%$s}E<miocs~K6ToMT{$%Be|U%&97!8MaQ{*r-5T
z$yX$A>{(}r0R!+RS*lwlWR^=0b*-}i?6U&5tAiFjD8Z!UO(6%*(8ax}y=4^O#g4kK
z7!zvKF_J4gE8J?}$kLtHxVl1&#e$u&6JtEdNDe~8gsF06UTR8SUEz;|bOq4DQ2(HG
zF-@>mS-VqjOg53l!g5I&85UcgAv!0YY<v7Jth)Pd!MhCddnF~sg}UkZIH|8IvMwbp
zx(3<Zs_XYA)Qkeu>zB*eMiEB6Uq)<3#qxQb@%r+0X((jPdSO<A(>LG4#)|yeEIo5-
zfUV!R;{@sVesDrB?AEPVon6w$yKxsb-?lb+#u@dLcBi<Qcr%wORXFzLCF!pCRxg-C
zWov4e>-l0&o8=+xyjO%lY4U*IRrg_qTPDI@PsZ5Rp1~qWm%7-lCy(E#;XW%qUj-3n
zwUG3-d<GH|l{gJe4l38)Q@TMg_M&*ZE5(aif9l9WIth!`V%05biB0R4OHeCjm*<NK
zsf7k9&xI`~bj@@{RvVDMFnNp;Lj>n;E_3$X)QYEU0r|~~E0-(Amz5*zRqDI0B%k62
zsf^-!jFUh~$>BL7DXGLHBON!Q??M7D{MS@B)zrzV(cDRiTpCv~F&;mHn&1Zd=>qkB
z#PM&FD){s^r?xJ4PvnY%{BHCU{QYcS`4KNm1vb;8Z{cBAMa#sHmx2<q9u<`73^yjH
zNaip5p#ueKveO#-4$;B1$FIEcrN4M(z;+_a1?w;$vwAZuC~#~$Iq2ROyo4(BIC1v!
z9o8*lDoe{piCJ~<5x>^R@M2~+?iRPjHEEaG#CS2;e1kmw`}J0+*wu@j3sZBWeiO*6
zhhvfKCS@YtroTo_OD#fsvIK~SZiXPHeF+BU{Z3;5g_2M5GdeP?hIe$yPk!9tyW%>U
zZKZgdSs)@SXJab09n3j=hk)P(Usg``%1)YtWsuwsHR~<an-1soK2d``uToh=9f}Gy
zOU)D3yR;O*;&t8&!KO1C+bX0;-1P>Psa^)FWPsm#-E9NCFtP!YbU+W67lciX=l9wD
zauQUDYi8&5&+;jGf=vAGxyB>P6z3C`mN;qd3*B5HB=pviAfipttuKc~O@FvxlZ-qd
zBy(^vavN(FXS9?DPdJp63I_ymQQ~f}lUsgCiyc;`ZF{FkEyRTA%ahi(`1u-t({0ew
zp8j#%73B0;i6wN*dzr}Y;*yzU4$sipaUo)U)4|w-?ea2qA<2;X2{jgg&JYm5E56F6
z?7dJ{GO^703|~`M<cs+tQ}dhdWn5;df7~BIR~4=&#~dn4WeRu53H0)#eb4~DWIKQZ
z{rTTeG5n`kfWM4y`lqY>j}Q0fk~sL_92^2#S1KaH3Op{T#mf?XALti*`Q%WlL->Ew
z4c?<lp3ql>?qgRDPee~bdVbTL3SICHb$0kox44a?2%S6wKrIS0pkroU#@}>P#6{pq
zp1-<}IyjP~0lqdL|L#cOD=oeI$-n6|&$r?B<?DXa%`BI<vSuBZ<0yi>M0VW4@!!7l
zNo}+p_70QI_^TI?fW0P`bR#wV37nbtq1Gi0x;tslVv{|*9Z?zfQ9Xlf#xfly=`v-K
z$(X5fT)!{E{)83QmUDPV9T3WCM)&`wW7GS8F6PtUo#bQaKVHky-~GV9JMa^~J#&b_
z12IpbHiqlzT31f5cw&>3=Jl>=SF)EzJ&%n@Nwu`~g`(<~j(Nf@qr_E?z@bwhT6@M!
zdRyH>n(zLbnVXwZ9(==#nrAX8rQiNoqdQf+x{v$61GM<*xsZ^MnR#%A-iDQ=W-c2|
zjPy=p`$>@AZ@O?u&WS`KY6iEs_AjA+0d!~n19AWN|3m*3M>=MJVn|G`70<BIohLWJ
z4$$uE6{g1#0GvLd-6HUsrmbo}hpw)BDS2U|Y0=BX^TrFSB&4|NIIU|(BaWBZ8&cGO
zrEb(FUt>n5juVT{AIrQg4JXGK|ETolpIhmfBhpwSM|$1SIkKg=w4AWYod55BMEu=9
z>v)_Cpi*;&fVpDMLG-^J>u3MxxPQ6_|4&^0`Mvr7ic4l~A!5a<eT|rgDzPEC$UOgn
zZAdLjdQ6w^S;;>|r=&(#;Xj;ZsnlCbGDq|q6|8ji<wKiLW`-p<|9vQ({{i{=4{~bN
z(fiuZ@>(e$A$ze?fshoc)7XY2&9S)COQ43evi<>wRJ~iD1)VvLPj1V<Q0F*6HaR1<
zXyP-F+L#5XVS@%292|{_26r0|Op$1^_{n^*G7n-pm}$E2OA|+WO8_ivhSFC#lXZW>
zfhrHLnpiP&dERDLF_>o7s{XAn0(P(KJ4(6H#+JQXF<L<pkNdjo>*G<q4k7N14tJZ1
z2%9!!4S!BvLa|St=&$arQ~(%En)-n1AH^;TkUT#xTgYL}_0Sg0X@0^6oPAP5g6(C`
ztvLA${Bt?aZA}GYkycW%-n`YZLCJIa^%E7#+n5K|rdcj43PDwRI#!b_WYXcUK8o?a
z5NO}*<QBn=rtr+udnUHWYebIsLVM`}^@4+AJRhIbovx?(Z!%3CPO7M0OU6b%MHw*&
zC=62P9jv-1QCyQ{Sz=2ZSMgH9o!L(qJz@Dx*I{e1|GdR_PnpZ=*YcjP9Z!ve`e0z?
z{tJFVLQC%SIl2zfe3ttm_{$)of$GVsF06oy)JQ;;n8c+?Fb`)H6ihZg?@q1fW@zPQ
za6a5?^`@qkO+iF)*Y?fVbH-R9XRa5={F&&_)b?tW_oapsUz&aL!p)c-8I&>oyIqqN
zH0L`{HT&uji5EMDjqAi+x9<k#6-%B+$fAh}{K%#d9^O@mOdUybKDa&ORF@5T$125N
zVH;ss?s8E{#q`fhYIJm0N4CGjM3|Tx9G*y;Z>cenf<!4jEp|8egIVjG1dEY=jYx74
z7B3rb)WIR!%o>zONJ3>O-{pE2|K{}TizqgZkE5+KHk^h<bx>hpSwMds%;g*49dILL
z(gjnUnuOKeGdI&8Tbuk%=RRp0q%nZb3FA3MEh@#U)kf!$bOb-;eN5Y>5_dH%Z&YP{
zxy2WhVe$Ia`GA>h=^|bkq*fNnu-TTB8i)$CHm@-qnM{`{G_o7P$EVH<k_m*t&>T%D
zcc1;kea$Jr6lDK?kf?tspkdqMJ%c=D>qgjRi*yw?7|Xs>5SRO*>WiY&)w{Y=*E79l
zJRfTc*flT*XL0c3aWZ4|5J##gY;<AS!Np{6t<L{f07<(iRLy(2c=l5<O_~ywOCg;w
z+6vn0*-)=o*|r}aF2j*=p<`F$zFjQO3fhgkbGE>2$>W@;?m^V;G|@4gJFReG`GNyf
zV?hll4`<kV-EepguDf24wJ|hST-|hH?Utwnh=AP5q2E6C;n)eE6_%67z=gtDZ~x@G
zW~QIn^}Ye7>XfkatIX_hv9fA62t%4|9MxN2gndFQC#Qm2%&O4Hrk>zHQt|V!3jF6o
z8KZrHB0u96p?0eURLOpf(z;{PIf`aUeP!)?hLm3<h3=TE3U}@YGXzl5V9GluC<76C
z*~UFUzNnRZd>zrQ&Ai&npJZhRBv6G|jRrh*FH)5cDUT7z3`oVitASlvCgxYw+#Y&y
z{af6dQ)K$uKgVM|JUf9Gt7n4*r(c8HEl<0wN5Z0Ia-x#H`eNzUtDYND?8@v|liX6o
z4GrZ0tHGwkG8kmS+JF$0m?+l7L-b?&#)g%TEVW*-iY#pV01_BJ^VPb@>`3e9n-5<u
z7+sozo>yFqmMad+R~C_Sp%iUb4NmUiXM^n~ZLg}@s^0MEW_fn5P{>fIa3eEB2x@dB
zY&FqNolk6Cg`E!4s2}uFGa5G@h6?#r2w>k}pjb!2S=T?m|2!jn_SN01?jV`mh<Gd6
z<@Vw`#=+uF!FK5$8@rpV64_Uk94~zdUr0tc0qeqkte4t5idxs@&PqmwTmiC(X$`!p
zhA)yH*7AOQLSG`6U-IlP59xEJCYmoCw~WsuU1hl3?v&6&*>)Z+yVtX49A~>m{z25Y
znlQsGuR0dGqOKI1MG8rRF9=Vdp(*e|d#B>;3>R8!8`eImTo!g=!a3O`5n*Rl1CJrK
zR`I7?PrSL#m7caJJ`SJmFwEB;I}%-Go)|$xtetDtc6L-7G%v|gwq1-D7E;OHMQP})
z)I*Z_z>+soxwR#SLDu?m8JEAR`HZ=({yba&Eau84dMTIhjw7^B_d}}bc_b{M_=><K
z3y7ri@qv2j>O?#(4S*E{EO{xvYMEa#j`0>%lWcg#hF!_bez!K{yy6vldEbTDKTQr(
zy>}ten(965i%B2ke+lR^zh|zA=Lm;RcK!%@nkqu?+j&~c^v-<pP+_64nncmeuUn;!
zNqTU}bv-TU{m4t~0Z-Z_0~(T>(&JUeWQkx;HMgejYArzG=rpnhA=IWawpNZ(Z->3~
z8e@A^SNAcmpnl-BsY(5vwVr;LyLJ4WhV5M)o*04J`iQxi4UB<^xCC;g4<4kx)NRzE
zG0_R~UJdbUEe-AMT}FB7Oeek;5P<E2$n%w9n<~z(^bxW3>*-f}ZWxgtgq?D8<j(Rh
zjQ&nO&$(Wjq|-8PpX3RiaH}%{dp8w6nO-!=_v^BP`!v{LJmZv$X`|baAG30a5ttK3
zN)&R2m!&R>((d53FP_N)b^>4SlsCUMc-ysP$<kl0Gp2h!taXd9KQF*uSUOf`kAJjW
zNN$S0vFY;BRn2NYOUVJQv*V%LuRpX`j<q(<rbLH15>%gLvjTcG^y()YeKUHBlNtg<
z?{||oO-BVdl40z9esXDCXI8MorGlkej498nJ<NQ3$y~ciUle(vv4v4>#b?#B$0z$u
zOK~)%5f}TbsQ-(z_iSsb``UiJ?AS$mRq0)jUTt&%DIt&$Pyr#t&=We?0O<+@q)QDg
zi9kXmv`eb=P9zYJUPI`F`ro;qWAEp9_N#sG`vc6m-mJCe9OE44?+oR2&2KpsiKjqb
z$zg<k;1S>$+oyV4&qehda=Px_D*mgiuSB&xTbcF*U}twykYBnGDRzH<kU-5u)s414
zuk85yfX*2OqTG-|AgQxTb9p<alW!7Qc|*i3HX=VN(F9B$TGgg(t@JM14D9?W%Kve@
z@=^aQV}%G|?SU`<`b1~WB)e%UF3GwmN#QZQ!{znVA#ebFdEncTB;zvqqorGLU8iQX
z9dRD!7c#W`2H#M3^JCp@*{WF$vupnG8Z=pXKC+5IKYP~eXpV2;`fc2(2Q0H+0+#Lk
zrTN@U%UU3M$#!!oiIvsSCkXJ4=7a#m@=jdg$Kp)BDXY=+#{T8G4Y6>7p*GJ-;Q7OH
z9>FMt@{p_yf#rT;ke{uiwbNH~z<b-rf@0@y`9RFOihCQ_MGvGz4<X(SwlJ7Sbw)_r
z?gN{^<dT^Oy>{5(gmg05Y9tjlRkiM>|JNguCn1Iqc6~WjKq!9v5hs}k)zh7_Mt(6a
z#c@mgF`-NLBCYw7Dp#wdjUBs-wYkrHA&U_hGS(`k0WE`5wOE0pt0nV)xMu}!WMs{X
zW*`G~jrNSK*ApST$R!_pVP+JFw9bvi4JNA~(Z5ib#ihiUFFr|n;a2X~Tel2W6GGLk
zth=l>tvngvMkrU8eQG`38E;XG98;-ikNMSa<Ho*GM=qY{RVF4#T33RJ2Rw(ZC)lsE
z88@%{-)Rms#mS=F75%eAv}8^5{c<KJ*wt=KzIvHKyzt_I<VYAi-m`02LNr;(H~TBG
zaXf8|DBCmH_9spM+-G!nzUf1hk_#dfT7RS^@YQq=X2QJ^XdTXUf86%p0~^CN9{t>m
zh?y=as^9t^ucfs6X!@zbP3n(0r-R=I#`jd20kFQs(`7SdBe`AcPb8VvZKJ)cXX#_U
zjitch-B)_3w-CvPpX~3;XCxX^eU5G;spw7c;GwO1E7J^mWi|9JVN)<tdM66!(9Fqc
zu60uGY1`$){<~U*?yiF@1_oz%#sBk54IB0H#|q{xfcLTLVB&&dv0i>s@*1u5lY2_^
zJ{|q+ft9?H_-M3cjtrpEJac)gU=3fDoLvt{>xPBh@V&{w=zBcsdtK7jm$SdEBE-@0
zY_n|PeCMVd>WUZlPszwLXL7&oviAVx(3ZTKCOm#cxmTjK<~4r)+5_2JgGKQq7f~UZ
z+<43r-^n=R^bRqRi>V4gqwV?>D(~o`*rwd{UT(>;bw6H4qZxU~14CB3{{VwOzkGKf
z>GJaXKcDV(2{cOdc+G76=~F9<w5LgJLu^IPqvl95S*c-`sVe`P7QR(<9ejbfk4hX$
zUtcw$m_YW_buRz$cW7bC4J~lT=Je1wXb~f@lR|#}a~OU<kvGWeuAxU^T*R33*1+6_
zO2d~A{M${>TFGC%6ZazaejzV(qj|DE-y_;cLWXyNL^8>kUh2oilw4DYD|wnCL+L?d
z^!AXWhD3KT#8r1j%AxZ38S&#ZIvoEbTX?X1*YN~{ZkB|aS5|3EzmI2=iU?KxeU9%O
z>&NEVl^40D^6`nO3Z$a)%p|`-$@P;R<L{epe@e~%F*E|aOn29rOk6N__Du>5Rnh#<
z8O#1)mD$D^BFN#>dF4>{M04T&2V$u6x7xX2QD4od3G-i*gWk7!*>MGO1;0@*n920q
z^v-BBkn5!DQdV^xdt0ZMXRElTH&RABelGKlPr?dQCuqLA($Ms<_YHUb%i2^1%hj!O
z&fXosYZ%wUr6<Lm<Mgu>l5hTSfBT`kJ75*~DOX<s<u+uUksR=flWU0{B$hvK=!!wo
zhq2E&G`KA!iY=q@toQ(o6P7XwUiHJ^oc!#sFgz}nd29y#yLKby{uJ~@yC~^(0PQ`h
zx4$Difa|5W#ks_~cQE3)cM<o)K{u8qvr?7v3iH4Y8`Lt)ktgGF$;^h=zHA9D1P$wy
zrL~&`f`bZcHD}08*_R{w+O&m7Xvc;E9}C?cK#_-TUFZEG^e1hLe7JQf_dUKy%)PIT
z&A$A~^GmZd#NFN2%F__EEMB6#PCy0;6C9NO{h{jq_St-Iu2Cn&M|nz?WNUkPm?hHK
zlyHUOk8ZQ)8%6}sJ*0*4r(Hw&!!o`dxY;bf#o*~LBq?U4Dx5tsVl45!)GF7)6d<H+
zZ}SuFzM3)9=nMlx21+|O23i1UiCPiv$M*8x3!~&fd#S;rWgpZA?jv(Rf?>KljUA&t
zo;JIxNG8Q{P6tm(iZ(rB92oyT5<2kLh+=O~9YC8Rya2O-zJVGrDFRnRs)z5+K+!9G
z+1M(U7wKN;tDQjVW4FBlX6^#rSH)zYPOWr_nG4K>Bn1`Yn@eS~s=rRtCCRM6d7f@7
zC=|GUJaa)f)3@#UVDt3sC!0F6hu#^{=9NYrhV>prBoSEP+b5`NF2uG`JN%G!EPQ0C
znvl2(5AkcvW9Uz>QLMD@kBDyGS?0+mQS@>y<UdLRx3P0|$&3FQ-;X{kZufWl58~C<
zn&K($N<0uJAx;@JG)DPIc_48v1e(`S)5}7=BKevlC8qqRhMnzRUmGD38mEh@89~z~
z9D-3~0lC@{_d89bWaZnUUpAk)cj3!YWXm~EK$+X|dN;W`vu|ECzP!nmDmr3lxexb1
zh=o{gA8VPU0QBOXgIWxK4w%DI$Zn>c`$NpZVLw7#!u4Q9Mp%jK5C0q>8T*!LLorXM
zH1T4L27AFl{=csahYv^DaSGl)|JOyxlYJzz^M`l7DaNg?VJNK(k6{;M&o`wT*D9iR
z#(@!CKLFFx&x&TR7P3uPj;TS$FniY9LCbW(%MF(prdq5EM|K-)hkt5@t)7;g6m=R0
z#Tfeqy;l_fw^Cm`nk$n-`q`fYt0ae1mw+sgYNSz|uB#8c8%yhYvlrNvuB8a99XNiY
zT^gZ);Q^@Sa?BK9lWMENX5unTpe}{`nkhFwY71;`uckKez{8q`#=5-SMK^Ub^$l-S
zJ`gAN!wo*no`3sl$qORi<Mub#1mIPi9>;|A5{Pb~>Qj5?I;UJ&+XDJAX?(;zxGT){
ztsMRB^={6K6qiUE2W~-Ec2vk)WmBT<@%m+4UZEvrD0XdR5E-Zx8s{6*yH#lO-|Nu-
z&#ZX=Fx%iPqRcV#%l#XX<6$#doKqABr>&t=?chea&|~+bOh;9E?6ysvmWu6b8G2z?
zm?#|vC+&(nku(i~q*BASotj%4?n9)W4p>_H4&j4J<lb5+K7$2Jl(^iuIO82Poaq>A
zz8e@iFhZ;w$w9;3>i;Mj9&!+DT`X)ABI)p*id0S%P#Urn{WvY`Np?%=zMU>fyb~AS
zy#u?7adj+~D7Bv?d>onxl#&Ysd%*XOtN$>AG-{EPREKAYt7A4ZOz#&X(rS?Raeaf{
zAn%J*z>zd^^I6`)BlZdSi${0=!3XE_{R2_lNQRm!-LIb)uv(w09S7pd$la6&v0$jj
zA^*)tZE63-ra)#D*iX26**D76`2+lZ+uxpT58g?Gw9Jch7sdE1Y+ox(D9Z-#z8>FA
z+*%q)YPLwG>JdUcI)bb9f(38aL16*YyhjkEfvl#yAgbWtwmuI?)>!$LxV5z5qz&r{
z*AI-qr5hv9ro*6{_Unh>bqMQtu0^it3s0CHeVeKJXw~|vT`fzKlf}9(+>SzjE%3T#
z%zCz6%uW1Cem47~bKlPZpWQ8Kef$<bLS)oClnswmQ^zKk9oRLU^IX3!fgse_Te==H
z1u9WRloRY_XKANrHCx9c*Xyey`ZRCbAu1=d0^<vxQP(K7Rn=r*)%bC@HtvEBbaek<
zUkaLYN7E~x*{aY~q<OZaix66~lEYlW2kvIY81t6hV=dzljyiYa+mdAIJj1OwKU1y`
zwz6AI^(CSrmMl|NF{jL%@`-HWkzh===1`q>1217D56nfIuZoy1{|n221(-TTNPWnD
ztv5xr7Wh+KlJcr_c&{=ZO9mp5lvPaK>1!J|x8P+&BkE{8e`ohz%nUmAZ@)wH56GWZ
z*FF8`uy6P-D-ulM!Aq61IuCN&g^*@Grnc?^0If39eG3A$CZ(55XyS77OjUq@nK3kn
zE8S{!E;F{rLa@Jv2$@N?>N=H8n*;f{DwMNaqx*LAgI{lb28o9lIgj0JhtLTk8OBU$
z%k?b0;)624I5+-neCEAdlZz=>4J?Y0rWLKE?s?heM$EsJ1yQm0G!@_Kzj!Qk{&wF}
zb9JlIF+g-8gmxH{B5Py;gt@N{>}aWbMDbi`p=7mC^rJxVr)DOy^NrQzk!f!4&$hSa
zv}xiGB6#EL()Y^Vm}6Jfqs=JzMY=wazj1ytWs8`$R^BU7l#Ks~-qimagquFqIQXj5
za`S4}^lwcGok+wo-asWl-mG+a%kYfLWRqHkslr`pg(pAwLrhGbho}$d>lHZ7BpOe~
ztyKf}{3>_HO+MR(i#%PKsGK9~i`O~?shF<LNd-UNsLK{0Zj_($lZysqy8ic$H~wEc
zI_#m;+HPe!&GLeo8)gkQimcT-z?Cl~6cmSmQ|!{0dpKeAH_O!EcwE~Q_p#Q@;;8go
zKVp7RZZ5769HQ4YXdIq!0y1doprURVl^Ogwz9_|;HrS@7XPzpRl#&=-JEr0abIz+p
zR*n#Sh}>BgEn=n*Ql$(%*w&bLH!*iu{ci1;hOE9Nvk9bBt8)WN>5Ht>4=7slI#9N*
zgr$70Xfv8;F~0ETlIvXN;ceTl2l*C-YNJK-9ZpG!g#1e62h!5vK_<Hw9%d2F-Nx)1
zrz-l^<M46=S8<Hhe;Y(Mr6)y4j@dC?nu&UC9f&0hs^g=xEv3@?mz#?1F7|3Hrl-c`
zY8tl=7tM>wx&(-36RYgfu_?4%n>wT*uenu;5lA@EveHn>Hi!t>394>`HK=X)eGWGE
zo9UXm#)wl2SiBSQ(SZo~gjJS2=j2&>mg(C#Q&53V5n44;*vp(CFPMR+$~9s*<C<qB
zNkeGi9g3lFVx{qfl9EI8p*xYU!VPIJnI=4}SKfT&-Jvtsbe{Dr$-j;L(G_j;cocCj
zuU>f=$D*b`8K3CEw1QqjQme@@9&(Shh>?<2dXmY}01zsUDcLg&P6|wP6XcXudICBe
zYPHCrDUJG^)HwaD16--R2A$0-eb?w0pB(14dWjyC=$%l{&kJv?pw=sol-VGvoIfuB
z*m52+cLTLDciS-x>8LkSUu>zr*;1Wo150;_cE<=eBw4s-K&s65BDq`+d^h8DJ_YAz
z{*z=o+<g!5<e`Pzbpl;qUqVf%0*k3fF6XMo4yqO#u_vb|S%mKRna?|H(M=R9hZbx`
zv?ZZDeNn!RTy7wbsKQNw%=;YVkDv-OX}#8@d5EUOFR@}ZW*Kri>|k?9Eu<-t)3pHA
zd&sfz*RVH=tHa@-uSv<$Nel5QeqhV>!^Eyln90vn!}LYdO+|Xq!~|rVWjBL`T_h{U
zsMR#{sk^lQ%SRpmvgM~eQ9x_ks+=FJ%iBp=1qDv^b&d<!y72X=^cB=Jh##9CGDm=W
zmMfQ{59uvaHyEFx=2MIyNc@nAj|`?T9`g!zP1Zo9#cO$`FzTG}M}X$wLyT#obaKfm
zuaR<m$x@9BsYbQDH(T~f^0Wv$COHpvRQnWo0E7QoZHx}o-H*Ay+0&af^Ks@|C#@j?
zTp4>@_Ty{}`je2y`P&~@E~%AIf3rk?P7%?w+oEpkLu5+lsweG(qN`oYM#BS2w%c8L
z*x}%16U18+vzf@qU5NgZ;e~#sCFcP<Lv*uCnGLwv^{6?;Ajym+@h_`^TDw|lit{Cq
z(y&t@ulUhGrLj}0$j94hLoGjRn(SBMAaiT?p2q2waiE{nQnu;_ATs7ot4R@q)MuF(
zAeMeQWK)^8Z&(|!1?n*W=zh24o~PMh%1!Rb<`EwwFA{XDm8u=5T0q8*V=P3o)gwn6
z2qH=vH9iu0`$4tdB4qgO3AZp_O+F=vz`p4Qmf$Cv;OOP}D$FYc`bzlz+l9y1l-rbi
zuL0z@-gj68V57$f+{4MUCe-FJv~N0uOgeBb18I2I3Mc4c10Ea2eB!HTzMfm{wzhAR
zVhAYwly%1NHvO7Ey{X~GNLY29#&@PpV!1Ubr?y)racVssF{Zf37ymGJcNhCySv}=?
z$3SeVLe+lW4hcDWvr@B8TREPi6l0`d0SU<a&ly$Tb2Dw9Nj)j`9PcqtizzJ|_Xxv^
zzi-caMHmVtm;k;S2)}xd$xnZx1hEGqYwRnk65iBjrJs_7au=3|!@-6|oKW<Ih9gVh
zcyZ%KH9mpHsMAyQxP{q4Hoi0f+Ej3K!QvY9zn<jGAK2*lxj*c)hf4Pfj3NrTRg|D&
z;`q^Y+a{*Q0KAl;KmG*oDEzlPG1<bHkgUvn#JLuG#f`9Nf*{Srqj^#|eNOL7TM3q;
z%O`)gshvmWoz)BVGiQ!hvl}EML<`CQv6<QQtgx+%T$u<yyX4X)kd$yCTOwFESy|;J
zqhz`mJ?i1S(NL?6E{4Vw@GdLWIww;8NEY26dtJ(vcV7Cjs#uLE$?Z+@%29wRt2f3S
z>LZ0Gf}V_`P$PuOKTCxfmW3kPhALd%y4!M07uR<J5b3_w#srrzQTE2QF+IG^q4zAk
zu7d5JdSPt)*jr3u3%=IBx3+x$i@)?iO}Mm}0-6N`MvLQV)$zR81O!g6*G^mRW_S)B
z&0^o96DXs&Z#FTaUA!!F`f!Z0!n0Q*kT!FvcGOyx9y(C6Tvbr~@$!2?6KBA=yyA23
zm!u5dOvJ+_R8#^WtyD}#y>^zmY^1~95I_VVAv)3^PN635A&s|Jk(SJmnEYu=&ggUg
zI@X-&yLCuEl`n3i$n`H0=i7N&Ul-@@6?-HnauzSjOE<-q3>PgoPAbkFBzmMe7f7dC
zCjwW!q$jf$#Y}39G>LVVhIH6t86>=jM!+i^Yt1%ZWH@^W4b=&i8GHCu^?rOYj6Z7e
zuAz9zX8sZKT8@4&7AGy~g}wwsm&H_pmHb@?`Xbx<n|;JB;l{r6966=FT`FO$c&Y7~
zhkix=MSA4Ih>*v<wQqR*qKJBrc|t9rOPuGvFI_O|zME8;UAfSx-l!6^1qqHRNqbUN
zyvVKNnwVP8Zw2=_@GC5@t|+_ICZoXr)M|Ks0MV5ZXZV^kDxd^9r0>lf^021!LR+85
z3~Q?dCiQq+o3>1z%a;paUWg^a6zqEkLZcun>pdynD18g_B)E8Or}h@uCzKBM^{`K^
zxSrFBVI4dI3>R$dRRshUPsmJcxdp~&A)j|;VH@6Lj$c`f`*|*2m0hvQX23euc~ebv
z0&IcYPx7UQ+)D8fgsLZfDp-U~n!`-+dx7A>Xg>$mV2Pl-)pVu4@VZBfw!@s}!*cP=
z6c6OejbY>w2laj0w=?-k<aZYzw!bKO{EDguPU|@8TsJG*S2`xqOCI(}42RqFvbyKn
z^`$`yD;d(LwYAh|De3IT8k?7zvN;l7R1Y32VF}?3bA)q9*&pgJ?IDy5A1O%ID)VD(
zLd!^hH+1^%vL36K`<{0Ua2<DDuxJlB#x-3r{2<=Gmlcmn_l_|Mz&?dNXS5bUAG+NE
zyQa?)=KnN0{T#+GCrW*PAR5JMDs|^QGt%^9|LdiN&JS+#DeJ(67--iFbPM9(AmiXu
zq}CaWR^ir$*>A;R@uri#WNX@rkAB-E8;sw_H0jyqQwofe1raPvrtxD%o^)gF{<vR~
zUHtGc+sCetQ+L3|kK0?U$KAOe6SU>vq0_Q>+K)b(LORql>X%ksdj4}pdxs2>c5@ZH
zqp31o%i@dCXbzl6hjq(ZlV1$)9Q~g8b}is@<#PA!%{IM<Z9eZIias{|XdbUv48LQ5
z?iP`<F|<`r#g5s$ZA;-$_;gPeh{?<wIT~vYd-$!EftvA<vl!aJJOM*kmpvSh6bHsT
z#8Qz1gnyyd!W}->96hhTtJVAG?(v?`rAQoL#LKVF9@7|36zI|$AGfa+>cHmO*KJ-8
z8cbEjm6<p^OX*olBs+es8{Ne`>1;M>9HG1WuChzOU|ybE`fnS)=Bk>nohggs@ysaU
zDio`&#*KXC(&L=Bu1N*4{qG60{||)1|Ik|A^|vp=o}YYt&tqolw*TO&{)a^f58Ex!
z^2K9(k;oT~+X}a|Uq4{W)>x?Pw$?7>d(v!y?w+t?o=B$D9A9tiR(07>+OUO(J@c;i
zb>imOWK+|&$-uGUEV+_Qka1spTKS>R5cb<SMJB^`j<rPBLtf_{t)uU$9ZUmdvprDg
zo8L{B0$Zn#O<A27_><`bL8Pn-`5-YUnC4OIqhiFk&PL(f!&YEd9bi0J>nVE;{2O!W
zq_(~8((Xa&lJM74vQ{pa`bW&v?FRNdt&<(4I^EQboiV%XDlu+|`+4=FDa-cD+KuE%
z%MIKwu;48QXtwp?YW7_NATY<+*hH#X!R^jXncH<8fH#%`ezP8`LflIJv6EJkO{u~j
z;w6wCk^1rs(1CVYE<#@RPBNT8Dr_vtnVyOWWf`s0n$@{w&*Yg}{YYrG5U+j52sT(y
z6We<IQhTsbUc>mFpsYccqY|KsPgl%HKCfT}PG1fMisHJeGj`V`UW@T`CWvBbFp_m+
zQMsnfhPNEYlDd9$xh8<ko;QJZt_7Gx`O66Eg#4{!dHCRK=(L@4gXKp+bdLaQL5XQj
zy>o}lW;G37o{prht*b=2xu?oC`X)9kGX-tDp;*wab?rd5l;;oWZJF{!!?%2&=TK)K
zV*RDRe_`Q&Bqo5y1pe^$GBxVMIkX#}{9e%#YR<W&EySpLUNx#Hc;h6mZOv$O!MMv+
zVA}Dn!DhQ~^m?hmg?B=lE=s?mdOW`w8Y!V&`0e8;NA?|*g`0Pn9lClC_u9SFYL#8N
z5B6eV*ZqO50^Aiz=0ApgElcepe!h3sHxy<qf04p!P#nX{TKZ?ord>Jz%7`mD7^`6D
zx(Br-GV3Nk=Umh^J2!}#evdd#Lph~>Cr|+4@pp=q>Ti0~{s0<&Eak#<Do+Jeyi2-O
zAlo#aaHH;hd?49((-%4#FJQ4hUkX}n?8;XUDX^nztiq0~)uNZA*Mc>eWWxq20;#cI
zQzgKs2rSg0{M||ye(P}x_2HLyv(;<aO*LLzYua}hLxy|QlP-sUI{_tac5$oY%;;h{
zU@qA|W16F;aEYSx+1CcNZ;<npII=zm&9%KdsS{8wGwG;Tfa_*^pKTJvIL2actA7E0
zF!vig-GXpb*RRorLb%sQIwjTFR{Mdbe1jvdBXs9{sFZeXG9l;F<lTWf!2(7D7^7_*
zRPoT*J$1C@-(o8X3lVK7{J8WiknerEO<gJWMzW*{#&5*+paux>s2`2NwrJ*&nx%~h
z1QKaLBxv$*3Zin<+~UB(Y=Yfj0ChJ3J(D@ooL{?y`*lO!_PDb?`UqteR8c#>cFE&u
zbf&v4@Pet5Se4O{>o@`LzS;xbzfojv&*eHJOJM2~15#Ra483wBcp$C(SZ<RXxziQr
zVBOzht-Q*Y#76o63>Ti}pVgNwZGYGDPxeFGnaT<4E3$xTr>yLfu|1?ac{!xp1@(G)
z2;qDaAtJ-Xw&8+;@uNo%a~d}q>Wf?h<)Y-uuYp9%oxmDN_XSnkkd2);ra!JQ0h6Db
zMw^P&2Z-vVaX@}Uc3J46Mw7J-BHHU@9NCbuIux3)t|${M)%YttCl=>%+H>CT>z^_3
z0k~(U#r?~<pKvRaf=s>?bD*YNRa5&N6&EqrGWV3N9n%ibz8}bDF#ZnZRq1PIDLomH
z!h?dt09!YDzppl{&PI6G>{aGmu263S__}si=L8vhaT$!9CcI$d{?(<dim^WHov#Ny
z+I1Rsq%u3tlM|D4+?S^;!6MJ?=3QG0@QjQRoRn1UF;Q+c=c;DF^iQ5yoBq0QgZ{LF
z+tkMo9}AuQx}TrK_14qojQ_8NC};nly|+9^EzCh^x`wUmP9SCt>LArRT|y$faxHVP
zTFZ{YXRS@9QVzL@lQ%X+)3fg-?mw3=3inP)f4}YMQN@(Nao4w<^1W;L5LoD|(xxPg
z$ojUb!%-Jvi%v|-dfs@)aKtjaK0PL-OjinwC6Xu$y%ifwt%IkM2lpBO9$Hi!H^qsh
z$)(JlS-s^w$M?RLtMB|SmXrp6%Qw`fTP&JfK0{&lybm=T^dNRPPQ3(TrVOuG5GE^y
zTuTi^+!XZpYd*ZgU_#PW)MF{u73ixwJb7)EXu5O4`Fm1K-hCCh-qblf;s*Ye36cAW
z0&r>)cpMp*8;QOG@H`$(4`avW!_c`cW44eLl@wA)cwH(dQ9=5}FV=M^fBf0^6N#{t
z@GIZaqfsIOTB*B?`oxh;7B$6`wG{-@a(gPX(NS^wXD~&vHVu=Pa`l`0t?q)0aoH-)
z!1G(>kN2=q&VRlQqYc|9i)s9pCX?f6_|C*y%RD2KPi^%{=N?r<Yi*61lQd=DJv5?y
zC-~98A|Bt^uWUa-70E<aK*qb|QQLT~fiCfThSwfhT=a=1q8!;~Z@QFcrIf6~YR8tH
z%j(MsZ&2Qu&gZiXKs1@5Dfpd+BC{yXOEWo_$89H9DZwwss2##D`YudxN(dFHyc^KC
z_Q5k`OZ}rABU9$B(1&tNcLoUUiwVI|Z-4IcvM~xB#lv~G*0V{=`5|eAh-odc=IYZc
z4V%{a{+yt2oV()cWzIeVUifq7!|K7omp?2nvYpHJf+#&m_C!FN?}*X`pyGx8RBZq@
zZf!nDiI6?7DWb0EI*Jpc6W7ZeP|%*Tl~aD{wcWx0s<b|-bH?L>h4T7DTAmoNP8u)9
zi+U(4deui=u4_;*ILGfM&&B<eTT?{F4h+IqHv*meZH|Q>FmSK*Xi8V@$@_WP^(xL(
z@N@${TcLWx^dp)IfhkaQRjYp{UU=hp8MRkg^W^7*)%u)cJrpQYA`O45%p+48vX+J6
z-zBUcD#N0>BrVGHZ<?s6wQ496NB5u<3PR2`=gO|jrgg?Noh{$ySBRru(1o6YjfsM?
zYYIA@OWlzR3FlpeD5WW2xvA3A)o>N_w{!ww#C9sT`i^LsCj6SRglb#9+cLV+ZylS3
zCD|>!W`xbM;P58$incm<gzNPYOqC(e?^lca@r6~aFIl<wK3w#PhsmwgIS}?Vvv+IK
zNdsX)4t|5yenUPVRQaA!mAGJ*(-06HP8+M|&&rNv{$sE7wY6JU4Or^3La1P+IfZ7#
z`4sxuMc*7(pgi2}Wg_F!$Bq(Pq{y&u4Z?gOu%ISra*vqRBLIw93|G2ZGdT)H!*@+7
z2(pPrZZP6+THUQ+c{q}`ccO0sUY?!ei{VwQ{C;`Ks1l|7^068fkoI!)BHk5^lLj{$
zD$(VV`fcj&G+7obZW=1@nz#>EK}K?R9nUqNGJy}4L83Xiwjp^ls@VZo4ZiAMGg9ai
zj(?IDulD+)0lz`{1BTHbtcMde54+2xEkgNr9_)Gn*d^uba+VK*d+9BLR}fhbfrE-t
z7Yvoud~FEeUw(e@^VZ{OsCQ|ZdRDJI{d{U;$#2A@%1o>BO<-KDoir(B)F?(qcr8$A
zEByyb(rRQ;+(!$LS})QtT50CF(f5nawmK=TeW!ur(7E%OXd-m|u2)6Ai(V|trF0CD
zH(&aqw?Esftyo<*lthpBPqCo!Ac)Lf$ljA?Cr0$oZ__J5#Hxk_{VLEA6<^cy`0vd-
zb}N2|&tClDtrbrRpc0IgA{5`A37(ZpF_c!lp5wNNPMwjgDQ*pl6Dzl_9C6=mMD_Zm
zGVQU>oj7-oXl0|lTE9wiZB1Ixw8Jgv<UNNg_RHSwGZ)kDg0;D`rg+bOF?cy1aas75
zo}|RIlvPW)2u5RTY$r4n;xP`1g-yd=l?F+E#p8$cgJ^H?VM2us46jn17^S`|412_=
zgMo!RJ)+CzzT}xNX~H3;(FZTOn~~~1(IYP<t;?)cJwk6G7m(4kkuk_*=lU`PL4>@;
z7I?|A=x+B)ZV?hq$!_~c8p<@xNUVweFKyAmyiu3>A=Jyk>`9Fh$Dh%F*xswU5!Uyb
z&lpI3U2&6qDbEI2<PDn0z(td*PqLVQ|M2IHw+*el<G&czTUI7j25Pw<Idre#>7TTP
z>V}RT*s2@!qkN^xRGli*7be9~qJ~^mo$I$k{``ATBNtB?KZyg`AXKG>_u{WZY;9$-
zcHK>+M3Jwy(osU6KaG@HzJNk(OJHT=)8sJAEIb1?3+p;@G=XsbCJh$acwFCYQLbnf
z;*;bSK|JX>zRPMb=L8htBeFwOF26lMK!d0#3KPad_0w0`dm}|LO$yJH3Bo5fP>AqA
z818A+hW@`EJdB=WW9|qUb(6b>=kyVZ_YLLF>6N&f7g$5u9!Fi4YUhnQ!{Cm0Hj~YS
z4%=@-m9Wt?6{4}0O8?g8h=7Cb^s3$v7$>EizC_QnMvm@R7`Nt}5B8hx>hWKuX!R1l
zFB20%S(eXj*8jP3?oy&^w%%v<yT^<+&w%sSHfnk~>h3Ozuo&9+u40H#v8@AW$%B@m
zoZ6mJYFP95(47BCVA1sdUqb1Hg8!UJkV-gQ72FCuQ}*9peW}{tVfIGZUtGi;hH+DR
zN`4U|9gZNd$jOZA$Y4xJ?NwePAL%dr?LXq&w!CbeyuSS&El(=?K7yt9_zn#f;>dH}
zeb;$Vb_>|@!~?akbalC_r~RO*Pnv3fkN9PeEK;rTqwc%c;j*?M84!1@i(`#QTD)+_
z-CH)d49hFjWTXMMK?Yd;3v8(-d*DEB<BM}Ey{9|rUV+Q5g*enGwU$SJ2H0$Hta2$F
zZ+7eW(Z*?(bLr$Hr8?>Sy=;~}ws?n~!VZ&9=aRDPoTA&0bhss>F*ZY)HC7Hv`z9;(
zRJoC0()AZ5G)a@<1|)MRV8C#P&ajzwW~3|jMV3t8yb9wv!J-8}yA$MS7n0W6X2xco
zJ-%nivaOKjJa=uQjnr6`WoIQtj<o}5TN90d4XI#XGyOR@4@<8_y6N8WZJ%EP(hQ#>
zf8MrJflZVB=o=L?;Y8y!{1I=!?8lCucci2=S9-x`_}<56;~hPJmZD0`ZsfYb@fk4x
zpX1Ng2nty|l`WE;qtQ^0JxpT{k2V{l<S+e-tGddE*^RmV296O&pP2*Md!OyxZj9ZI
z@%c#uhYBdz8fzP}WDdWsTw#zB%NM)EnfG$?!1_2nB%M&>J9?=0qO5zR&HiME)<tN5
z)*g&oqY}=MzyMMWSi(7_+n|YCELLwl?Z8<4%@u>TN3Z``4<uJy5@TB^KO6^yi8+VW
z1oFp|`;R#P=0w-A&*-opix?lpfri=y_=n_te`4|@l&fmYWEXT%g$fs+3n!k<Ws#{m
ze+D*R)yWmDYG;?1^l32EZPc0w9s|SN0+P_`xAr{#`dBnN1R9&kz^BYq&@$8X7@eE=
z&!PPO@ix1Qn|>eh#&PO0n&8KK;N^ll7aUd6>Td@x^!+xR<@!Y(itUoONhmi@kP~@B
zsI9Xg><}{68uqcNW;d<n_e>|S?!f<?A=V@wbA~oN-|W(YHB}rdkKnI<{4ZL9gK|MC
z$LVv%(DA$Cn`r{4PQQcsBjf7!a2A*=gKd@=0sCj^e)jv2ta|l*b%0uspQW*_oCfs(
zzI`AN25DQYaR`RhZidFVd=EC-m~Z_2vhsayMIDipWRg8l@yUa_z;X3-_}SOVx`efG
zy)w+l9O3MJBf|q&>4BoRd6Tq;Q4BuF1MRebwC?w0C#3pn;-OheHj6ed6X2*ND7xAu
z)p)A?pEDzKyGK)N<Vip&T5`*Jf4NvLloxAqLaQe)R!5FmmgcJ~AonGH>V#&~Gd#lJ
zz}ei+iKQ1SjW_Uu*QQp~of~R%`}|}oh~ypUOVS;-w;H^yt{YbI?2XMCw~drG@X!(w
zbto>H!!IM{cz<kfVj*1B?9y%^MnbnbJxe)jw0FyzOxU6Sa0}#9?`x)CVT7)l56K+=
zSNJGF`o2t<UdrV1n`FZjAOG@C-Vbh9y<hzmjpox6NHp<j(yU$xZxE%2!q$#F(BFc@
z0l%K!1Qd#^DGo2=4>0u$n9}7CC9>mCT?n)Y<fg4b8YJ*a9P472l}X0q_An3t&#}VF
zx)lNYdhd7C8H<=+Q-k~Un$*@VPNO7~k#zU15A$;#bvRtQ^(yuh6Xp_;xgwgSZ#*{E
z$r3aG4D8V2ptv!OrAo7b#7|7TM9wFC?RBGHh*kX@T2H`Cj|Aq7OD7i_gtab&p6ql;
zPK|DEzqRxvInfYg3b;QQx?Va6*M;Q)3HX{>(^&h9ik2rcNntIKGK4W7I#G9ccyloV
zJ&X<3m=3$KI?3(9;%eOm^FW^7ANuMp;>{D3@>F}erel_yQYud=<JNt>Y5qx!YalL{
zWB&SmVv^y?cwH8Xx>r-A9=AN$)St<Bmk_)OOeQ3aOm;bC(cp@&nXR5jq!A@Jr|!mN
z+4PvE&@_X!^H<;JofZ|o^%U=j*?R?FsvNo72I8fP_(rPSlwQx2G`%pl+eF5Ks-vjH
z2C`q(aOPlwmg+0dtr)ba#`Z6Ji%~P{^wF;B)Rn-<ge0>ef<si;AI?z~_4dymw7MmP
zjE4~+egHnt%K8woAphpY*~)t_OuZlVZk8Ee0CdI`26lSa{l#>MuGQ1VJwj7VMAO#Z
zOhgym`-OvA$j4=VPpph5b!a74R*tUIKn!~&6Hcpv)4RIgSCkXoCMAbyyPROEpKdho
zV{UK931V!wk5KTRGn@amnTaYZE=C;Ivxo&&miURwMZpWQr^uO(QUjQ4&%d7>4tyXg
zF{NyQy8Y2Uv@<n3WK&FUSkrlCyeG({wm-ir<*F-6w$8Yq>?5B9ucxd*+q|$(KUvn<
z)TSH$_BkJ1O&O=^ut*osd&M%dqW8k9GS<2(QWr;|%$?rfm{Z>muM;`DqV6OhI#AwN
zMY%I`og4Eep*Qi-j2R))y5$r6k3K)luIYB0B;xL1rsHM&;?<xE!q7qk$#>mq=?RvV
zZEmpS>i878lP<MNhuEqN>?jKw_8;ra;x00B{v8F`soSUAP1zd#&zV+`^}&L*=#xkq
z{2h>M&WA#B?TxspV3Vn6QTPVaclD^#++#LK%om3tg5xnfFG}=^cqCNEI=3S*iaYyL
zyZr<Vl!C~9?>vpWx)K;NpRqbMp3147-I)Jm^A%FspbR;tD(2(l^uA49TBqvYuB)cW
z$+<?swC%?#<-W!ll`Fd`B%!hgdjQvw@QWEG+I|7e)G4zl>S`Hnat3rA5~|oWOH)z=
z*J@ylY=tVcg$G0XH;uTJi#de@GVK1I4LJLwYuPG7oe4xLTFlE-!)U|nX@h>-Rlw?8
zd;H3qigxpPsOp$n(|U*A)Eyf7_X;8`BK<}d+W+b=N_7PXs%YG8-|sNmKhkQ5h7Ijq
z=AeE~`q})s^DN6jWsA7dl66ym+;cuDL+^puiF`4(aqk5trfEON#hHIfInv~LL!9*e
zCL{YECf{Pw%PbXDG?Gz|htM(Q{(Z4{ojd-GEhOA$S=nP|kbTEd24Yh=nPZauAIG>y
zKik;PCN$Mu8TR5zuVQ-kypwA8r)v*(#sY+XcRO10enuJmES9-nGhJXE73`n_mmOb0
z*eh>LCe7Zw4f21Fh%pwcGf1`gv>GVf^rt{P?cE6>_+O(ij_z|)g@Ig$ieCO5z*r1-
zjSAh8<YATC_y*Td+Evq_fRc8~1#}MLtx}bg>;Dw`9t<tvVYQ?`H1~r3yv^RUS$-W0
zV!Ent(U1t?=cuCU=hh^!P}$YJUYie(&z(~hD@4AQ8Y+oud+k{7-(lOC9k(@3qpjCA
zn%sPX3S_JBe{K}^%Sgt@azsQXEUKO|M79qXyy9lTKxlJo7#D<;HCvPLmUW@`2EJ*g
z-aF2Fk8OB)_4@cb`a9R$7=QnuIEhkImTgN$O-&M``XD$y_`1#X<Q<A_sYM0~ecdY2
zX!4M3f|Ok*jX$0FT<7R}_#Cu{E9@y+9RxEzKKmNn#BRMpwO@q3zHO}6$yt0UU4r~c
zo?Wu7f3E_Mk@QIMGu^DqQ3Qj~Z)!V#52i@%4{rkCG<cUX+6(}bkPGZI>N56j=mK|$
z9GUnjqe>XnWUGD;-<Wz?SaZn|hsm2EbpwIRLbc7ZOR1i3&d<$Gl!3?FiUcrL)8eg6
zv(j+B=xDStwQ9tkmJ#AMavyD(En^j%qa;3NBH~{tv%~!4gtEvU2&yu@Icx)`L=_PC
z?cvZ81!n<4{b}o0x`e|&D0RQLO5x)Ez1;7UBF6n0Q1ipvJW^Vyyo9(eirNhkG<K-?
zWr29mnd}K*pXTJ4C|ULMbDG;}>|rTz(-s{mB$tQYg{5C3A<K%CGvySiu&0Lbo9T&V
zYqtIB>yIuA^9kJKDv2}tMpF907{i5qEs?MsXfi2uch0YEgw$LA41OaCa2Q?W<m7HP
zv^4Q4$QUSF!>a=_9zoowH0;iA%vzlqJpT`jlT`FEK&xQWFiD&k)b!0s#HZGK@!Tj0
z6(|ef<B4&*qTrsKZXRP2>;Sce1oymBe}FOS0kKW6WtP+$rxB!ll;9zO0kOkM#dC~&
z=JY-HxG~zS015&@$%3w%H=?d><;dDlbf1yr<AtxW-BNAmhe-fqH-}m@yp3da_%&8}
z9cGNf%=!Ud!1h-aFQBDRv4A0yqd^ZS*yY6CC;P^LqTJQK8P}JiivR8#UfM&}YSAOt
z-DQ+h6wqHqR_{*U=%3#HcR9)SFF;e;P1jJDsw6c8Z=<x^D)H81e0MxxTrZdVo2)X>
zBBlFIROP>PY$i<uBbQHhN1GL!Ir`1&um<Z@j`-@1yxsXJ<7=#O5@x{K;WvNzIc>i8
zwK><dzfMl5f4Tl8RoRbo#utj0qIh1|ZPr;vTc8fItF1w`)QPn$HzoO7t!kpnPX;Vd
zI)Q#jxCE$kKPbRglm07Ru^OZwTPHIE*Vj)l-n{0?F)XdAUtpqC*Z&*BqDOkMWT+AG
zH}G}MgXFv)LrvC+(Qw7#?`tDFur!G6vP-^wV8A!kPHhTTnrLa6GWy~W3A!qSm@3oj
zjhUXh@n@Nt`;KZOp6N%Zy>*wN4}k`Fkp3#1)-kkPD|sZvFVib?8=?rfpue(>{3I#S
zK2<b6AevL}v@@`}NXY&ZXeIvicBJLLq@LvQFx|faUb7b@6JlBh%6Pm9ptp>N7{92l
z7}7NMLr;Jvo?=~-49^hbP<1UT-@Q#Qj?%OLsE=j~avNEdY1o&Q6qKwDS~GUw4v@Dr
z5=k8mLIr;N)=}J44sF$TgJYi&U^yhPdo9l(gA`)nz&56gE?7zrnP1~X0)MPfF6N5<
z!HiBh4H$cKN>`Mfjhuh2f1hY`07QsLlzRJklTd09MHC@W$r)Qap4U*(hJ_A&O1?iF
z;M`-<h_Kxj6D>ckMsC+@J)EtM`pY!_l7R#8-TF6>$L`~RBdzf6R4?7DS|us4fY{L2
zcHa`Za%Aqr63u!a9+%xtXzML^TROnd#mci9I_DXDHRZcW)t?y?GoLEdJ~8P+;)Dxj
zachYd_KUSHo#m-zYyMM_4YIZj`_si%9-a4!%xEN~uI}_NHQ5?qtGm~~g7kjp7lk4{
z&D;RqHP)Y8jjHybaHqMcP?s>1c=c~U$mt%u-B`8(vpz*#9^N)%WhB{bhSnA{k{n2!
z>aE*RVrh;BAHSSUKs`G5PW=kK`BllZgrp)MuMrs5y%K9>VbFwW`|nDt|M$@H|4d=!
z*N*y|z{7;}fay2<^+6+V^L*}1KuN)5@%S?$#`nM6xU9PRLF&rSQZ7F?0-HmI@%Fvp
zPYzOvHL^K>1^L}ZecaT6A9h!Jv^jheSB6ZpZDyU0ex+Hx1OC*~81CbZD0C030Ftd!
zvi3O%Xg>jG!~&1byE?>-)V*Rx*ss8KG&)6G7Js51^ttOszPALo01DvcE8dlYF=#!&
zH$Ff>i-r<O+k!>G+MDY{{uYYL2c;thd;u1a-DQ&fimfc}cdONOgr3#bLrdv5JRII-
z><C2Zh@ZW^BjO%s=NxXu#Cd}}qg=?Av^;rclYjX3?~S??3ZNyrQi$DG_+GQr*~=@J
z?+&KuTs@yz+A50Ml*#T3scWT`6wP*H>$;sc+M@(a1lXA5;vu(L^+1_|PgB=sAH;@k
zXKUMSgHB#ET~|225bNyv21mr*q*R4U<iX_VZbNp_vkfzt<|y$+$MtSm$3zLMGQEHQ
zmYw^3H})3HfSH+_3>g|xv}J#wh{p(8l4Y~I46A}N3M0TD`TT#!D?<5e)^6LJvS)#Q
z<O>AGcbT=0g$mb*<8y${D?NSJ7&qGl6e6u^HrgZCcdx?Lb(B|Jt<JyqG?O;q{#T6O
z^d@_}6mR6Og4Mp1quc8JpOSe;GUE_D;b)ky)W!Ic0ymII=h#ZMHyEO5-Yb;EExy9f
zyJYo|G5RN({Q<%GNhN+}jqK960<#V`;=|?<6)fzbYn?;3)bVDxmsa_}_(X}T^Vcio
z|MIaGY&^OfuMr*9WJT-6FtLt(xLn!HS$5?dsrnp!_}Ve))2JVEW8BURrik2^1aUh(
zDSL3~e2M0*%R=!p|HrED>OQenlwj;$2tToEYX!*UBb=R6N9KCD1Qd_|nJ`9E*f=@m
zTYC5|bX?|t*R+23efG~8+*n@{#dd3wyc|kiw}bY2CFf<BQ}-I8PYC@6J4XlQ>j<uL
zte_du$q<{U%v_z7o56LSrg{l`{YK_6yFO<p6*st7kDH{7|Io`^<TjFr>yblnd5y68
z+ZNy7{jW^fDi`N~Vk-F0@?H|ezW3LCA~E*&mi!XCzVOkNL6jtFF4t7nB7_6iIH%g$
zQQQitGPB$0`&{=>Q+e`!KOH|d57{hSyMFs?2+(sbL}E18@}{g&1@s_;+yrbIAAj6-
zWY=6C@A<zTMXlIqj6$gSG8E}I-GC1rgpA$3fPODbv!UKRznS*<Jge$?KJxPi{!u+o
z6sc>4FrDzV6Ty(U+z5=hZqxM=dx{pkzIGhvp1-h>6GbBwAFJp@61a{Z-}^^#vD)k5
zoYSpu9bD(<yxv>#DM0~yS8nDI2=oKka*1UV5N&Rr$&)k&4l|um3D-1D|GUxUA7(Ca
zPwbqDa^GUM3R5fP4d|7R544QnAQ)j|?@o-aP;mB>xtbz@2mtrvl6n*&G^>r-CXt(Y
z`d>zTMMeInr>y+rVO62sr=ec8C-x8b1D1!flXJr{*7^CDRYXYDW#k`);g~B8O)uO+
zFeOhd26tt64ntIcKYmsY-&IYdtSHCz&k9Kf@ZAdI>GVXYsT$hm!OTk{b3|-@Hgpf*
zH_%aZ+}aLvQhCMF4d{vK=IDUk3&<6^uWRR&%eTHv2RC2(Tw*>Lr_zn0RFNQ4aPnky
zJP&@JOYg=O5aeEqlhgW~w=wk@JyO_zw;#cc_|pL#$|rn9Td05J;*HQou`K~GVplxf
zjeV2g;2_*xf6!*xnw_8yOyi{OS%vZW%BPBOzJUs0+%IcuW}@QK<8n(A2)8LKT8yPk
zDc{WZNTFvhC#=Y94`S3dGr0J=W8SW1pnCKl)Q?B1cR$?pbX&2^k{}`OSb)*__GRA}
zjeKc+99S$CgP;bm9d4)(7t9TUzxY0FvKI+saxlaM;=E6Vw>5EVjG^F+idrs#kBNc*
zbYP?X)pyI(Z^bQO(`j&lT325tVLZz@GC5?QN$w{9U4Jp^3pZ;%%$iInAFIcr-#+Q`
z5LNi}PS30T$#rLo%;KJ*^eT{oJXhdPP&~>RDg|A^R&Tv=e)F2`pCVuQ3)j_|bIxLW
z5A8DK{n~~eK#sI)O<}g?nb5W}`&E+JP+0fKi{fSV<)A3aDO|;)=AlBR0y7%woSEqW
zBFoOeH%oMHM{iT_KWCiY&r`OPe-G0xUHBGmK9PAXy|)nLi|G@_g;1-3Vcx({P?AKO
z>>zS=3*7iMb7@nf{l0?1r!uK)>_Wx&F-jtcil@;3X42sQ>^u|%1Z$5TYfMkQ_gp!>
ze>%AZuk%=V)F4=EY|8_v())+{{^0T@4bMPeujBGaS^5)2E049pO*c$;BY)$ao)!yK
zAVH#y(x!3P2UrNi#%%I7^VFl8!}$CON?LbUvgL=}F>PP{e~g1_9yro$UpObACLTZk
zFt^+4Y1OrAp1koV$jB&_0;bm226(_Z)B419_TuEYemc}Mi&CV0J%L40hvV1ZpE3xu
z@YGXLa_**bB{_v6n~QkGpI_TDo~+xYchJeP^xd(feB`-ispTG`=HA*&QnFQcs&&X6
z2%Ows+XR3eEsKd0^8EHWsV7LyaZ~b6-=$z~y-mT7SUDU2&eL<~Ft>?6^_d?oSC(&P
zb?aTpnoPq|@XoRALso8b(_%fH>9CBd0SBMlK}6|r6|s5nM9>@8EO(u;4Q2o~)3=)s
zMX~*EUCt*d)imL3N0AMvwQ{db>7v)_uO8U9k>(dIuku00RF4eP%tS*1)3EA=vb8u|
zQ?9hI*mYAjo39uNmgY>?X{HG^k&3Ed&P+Pkox+Jz78Ub1kbBOtZS;kdi?@9r8~hgZ
z_u#FHZdRPfeMT91dWS34W2zHPw85Z3FHoZ#a%G>d00p&%9w`auxQHN-q~hwNMtCAn
z`vHkiQ$eb!tS2U3?F!(Lc$sFTX^Os9e)H~!%Xi7cO<pDJsv780SgDqNzV@en1YD;{
z=e%Mg>p0_Sb6`q6Vg?qYTsyk+8^`?;?4R@UhWeeUYSRa%u$Go4|ICh8Oe_6OmmpmN
zPN~u1_spI<1{Bp%1{w{0zUOe+l?KaqRSD(TFin#CBwKg2cydKR#F#B0cQ~DU)b(`O
zyAx2s6{Gs6+tcgof}^DJs$RWb5t^NAN?#D!JFc-ZzBD+F(^BgMyqw5U!TUi_RQwX=
zO%C{AVzY<0Ewx(k%<i)U-HqeCo3|)q5;X&~LRlQlw@qI<(l?)rRq)%jcL6xF+n)dr
zxy00@nmi1Zsy<Y%)fU$HE|2pn`E8*8b0*2y%(Tl1NpT2&)xc2SYW}<AYy0+C#i!WL
zjnp3bvX(ev_!{tcc>mx_uT`<l?|(I4*T}0zJ>@^v7hb$vT%yW6Rd_+>^!edvfbc3f
zt#b>ePr&7y<q@z%xBcNQUYhc*_61i`nZLe%{IA{p@L;{zM)$P3lAB+e-Gdugde=);
z>GtWxjrfxsyx&}-+!z(saH70gGw=l1G7_DHtWIz)K#~`U*8dNJ8?_M?EQ0*cnd_$E
zvUSp8D(D%$N|CL3Q{D74GS{+(gd0tFw}<?hG{3h%6_Jtp?5Vwd3NeU}Ez1Kc=n+JP
zZ%l0y8F7tVhAx-{E?45AXtEyaFHOUux)H3%2~#Ni(UC!Cm%3+BGyYDs*YLzlE!hPu
zUpy_~29OxrDyyaUOdi4dPcE8A+|Sa~G7xPjUknQBXxpoz$|&21jCC?rEy=rm;R0tz
zWHi-^3=6Kp!W-%<2Jc$^_yWl)=C|C}cyCwSMr+5yVpPh^+rs@VV<JUVdOCCJaQ;)3
zf!;LIy4Q@PRf{v5^A+f-W%_{qO5I!X7I6e))1Wp?p!rP$-yx(NZa^ztnHa*K#z*7V
zMK3_KA0v@@B(Zgsvo+^<iFbP4wpG;oZkk)h6iu6M8G4j@ndO<8LQ;xt(g{*?JB9z}
z&QoP8NI|w>d8niFrjlG8d%>~*-_Uer$W<$RMf})e4bo((5~nc7O}zIT@-e(!N+th_
zulx<)Sr)wlfQE2QQls*CA+HX2uaed}{SxJ@ZXPFMs3gLcqlF@Dqh`o3?Yh2};~?}T
zg#n&U-WT8;-1&{g@4I@u<$g~3(iyz{?w@N4>Wg%q?J7wN(@y{;j%i-+)ga7d43HcW
zm@S~35pngpimAL=2A~ep)ez&JUO(p1{*qzb9Lmpdc9$>tzi2xTpeDC&?_)2BsPwMV
zyCA(DQ9!^1X`zGCLkzvwBTA7fEhtrl5GetH6d)9(3J3^+a0rAZ0V#om-p`lw-uJ$9
z?#y?;d*_|`W*Ew3vw5Dq)_TZZd#&F;rKuXjvBA@59{QC3Pll$1-}M25W7dhj1sa&d
z#oh2p2hWUY5~bA47RlWhf;}mUiDLl|%@k!E-HetEMNCWc1rxW6E<)O_YjJx9VaC-0
z3#Njj1QW^U(|dz`&dPsQz4Yx(_Jg&rX*L^WzapbjZAP+H9GKk-49fB`wgzza5wKqO
zX1?FIAMJzUn9&uHn$}_PZfXrEFIXKXz_5RAt{6hGTnn2mGOhg~Ge7##AY+7FG|=er
z)!}Tr^O?rmuqAZBoR5{AY&~3|BHXPwk|#N%oXZx#fg*3AYy3wF?PL1rLOBsrNWBqD
zhwTzN0x@gy0P)LeM2jy%dq4WVLFGw~o$~l@A$LRC(-a|F$=)lW(^55OoIO5Iy$$v!
z!USa7e<X_;;&+EK4wbpO6$K^19|KiQS0Q1ry0z<;rh$l!%|1E0YG#XAZ!}qHrXp;c
z-k0Cq%0O-Fpo1Y-P3gp)3J6DzQqw~tHA%(n1>FVQW~!FOm)HlZakmR0@q95QuRC;D
zZL%r`$HU>*J^Dzd{>#M4e5+<GGi**0&<YO!JfRLCdXZX&a)U>^hPC+ZLbT_-GH0W?
zA0q6O8eOP*{YMLL)&<k=_*m<W--=zhmS&TzWG@j?F%kJFpL|8EWz^NnWsE|cxu3}t
zV;!Z<e9g)9H6^Oapkc>GosKsuP)<1I1D|qGPvVMZ8+oi~BDe}<3%q@e;|4nSG1iFX
z_p5R5XsL#=gW=or_eMXdDSQ?m%Jt6$6M^|onMpZ-&<$6-yECTRnwOogN_`P2$_a7#
zsnV#b(jtulodk<V0P#y&7x%-<_|9&0_!sD{t88o9kk@4dqH|8uTYh)diL%Erd=t&z
zQZ2YLzx1-0tzTSRR~NUr1@PJn9$u}mxqF{=4kj$7=1q){Zd46#yX9>T8?YJAh-z@)
z+7FrL+;2mK-0ub*29ifjn%}$_$@KPD#e#3AyqSDE66y?I0jdu8&E9M6XLEQxj{x1s
zksuic0VFlIp~tD7TsG})RuNjN)dmXFO}6Gu!5}q&u}%!Yc($Gnw{D6`pD)k{-J4l{
zYAyV6%7!t4pbVR0sLcP?7T{%42&q;O*KoT6yaF`bO3B7XU{ibh)X>mFX;?#(<b+A#
z-3)}uC|IZ}KcMA=KdC9a&R*$ApLVH>&%Hx_U%Nw2AKqWi#NW=Rr2^VqQ4EaX%1e_o
z5>vO!$6R`tICM#6eg%XU^KZZ9Lr<{vl#O_53^>})7*)rc#@Y?fk`1rQ<!6kH`z{(N
zPqf$&mxaq>z1c%}OvX2~Zh|=q`9IS|oD%{ew(+B<z3zM;+uz)0&$Sw5fIqkI^i6%o
zCsE7EY1uvUdcODqP`(^`%jkVC#bvs0r4R6Ei05TxLh&oaT9%}F7U7NTLOnRhGAbt$
z7{C`kU(;E%7JX(&F*TbFyBqk{z(EdL_UJ5`)_b1mdo#?fN3lQNVk_U(;OnMtB`)%v
zq%a#>OUvj-RGVuBxl--j)C-^eD>ia=>A{$!py|97(oQ`FQU5Fb+q9bT<yCg>!OZ8(
zu`;L>{@ug7*uDK{BL<ur@y{1u{}yHPaz%0iq3xZ}sfQBgSewr{@<Uvzz=s+VCkH0h
z!?Q}%tSVGg9qyTwa{_)%Eo3j?gb@;?P>24YE2tJ*$GRVZ>Z;rJQH~ewY?<Uc*PF3e
zj=PVM<}3|UJQjkNE-ebB`r3{aaPP?R(iY3tmR0rCamo@|W5|}D91wf!ZM>&^=~DcM
z@%qeIEBXeG)#<=O8F{iQZWJl($C?KuXt<uFRCFF%CU|MwAZ#ulx+{ZLmkuhyoT4JW
zFV4>9?+EeJqr4!jp~j=J!q3z{IoL}%+e(BUhdugeEV>IAKz>tf2$>kbf658z283%L
zg-PbxD-wwLmr_u+-drJDU)giXrD1m5pcrh^NwezUdv~7RyX{Lt2Qe(X5nGMpnsn4h
zL&wec{VWOfDJpsvx5iZA!EDo;U~A19$RAs^e*~tM$96Pqsw-{miaXG7zedfx2c~=F
zW#gl6*U@(CX+axi*hb~tlq`ATvf4APh+QAUsuy#Uui{b!lPQ$USE<*kn`!3078Rmu
zsZa9~!}_KOwvO4#Y@*(A{d#(gY(@gfHR0VdOuEtsf{-rBW7EV5#ZaZej8zkw1DrPA
z{`QxVKhr*D#IbX?$>=8Ulhm?DIbiL(mn?4Q`@XV&XK5Nb;GiEOn^F@yKu1V#wB!Vm
zc$`+|-BUaC63ID2s`J>y-4xW}GJ6e4>-(mr_E-5H+WpR82L-%4ih7!`wW{_y_{!%2
zFCh^HhMg_DkIYXycWcf`cQo@Zz3I~HiviHP$Y#@^4lTKW`<ZMxhONF9mY_1SD)yvH
zWYT^E5-ds;sVfwx8Fw*r?&lbM9`nw8*fRPPGy0rGC!@0G^99YUh!W0Or%Ks^<#}H=
zCxk-gUiR2jHmQg_2}u6@E<3G<&^Z<Z$?!7?gZB#r222Rml&m&Z&Rwb2Fqzx9v3kh-
za+}Gx=Srlj=iv*rM*vo(M_S9EDW(tgv6gQc%>A<mA;VvEE#X&3e|_y8GYpfyTf!5(
z0N7F%#<f8u8O>I+DlHIt*Q?A;6BE(-1tg5Ot=6!SSBomaedJX0SPz}p1I%`dfBF_Z
zmT!h~Q|Gce?{>Z-v*S$1_3OH>4{t0t_xd3`#$e@;4QT=TJH5bPVfpL4x>qAArxzSN
zM|0W_Bhs#YZlhkT-Xo@^uvnqTL~_KL<EkikFy>c3Jiqc3ahrNkeMh9Z&;QFP&?;6~
zX{P;S$!6o0Pvxr`abwofJaiVTX&q={hhEjI={y&g^uaTw`s-X9qh}6G*^&U;&0U9o
zAg&5H^BBL&xxvxtVRUX$R)w$fkA4pmq!BDzlb3`LE0+|j39_lSRSrig&O99HU!E&n
zX<~)b1xoWvxKvuaLuTAb5o=F>C|tzgqlAX$+L*!og0!)?I!rr3ovkI2M|!9U0&%;>
z$#u5cr^}M>e(pj$KI6;L6HT$vatb#rpOBIxojIW#8CC<}y+@0+a~Bd+s}0j53N5Vv
z<X?qA`VY2=!Y7OAb3EYy$M&YXB!`d_sLVDFcX=^pR6%az@y{2p*X32u{jM7{J7woH
zDxo6{teVGLq8BnvD3D)tM4ZD>xZ%49MN3eYdBI~*9#OUs<p8uLWGhS*`{3igZ9BI{
z*vc|LV<YXt0>4OeeKQ6%LfH|QM*fU=$RdS&SK>MqG0L!T!wPy9^L36oN*y&Vp~x)4
zUD?-5M@%z=({OzR%*x()8E1sF_`EQ;-R5qdShrneK$auD1*f^D*a(QCE@sb#AFMTV
zl$@^2*x*tW!!OG$#eQgwQAuC8gM}K{`(`k=UI1P#U<1C6%(C&~M&+SuuV3FdmKpyw
z;vuNd3@mW45w~{YE6oJslkF_+^TO;&f$nC-5!%DZW}{HIR?b(ZKXwFeIoiI1DyT!U
z@x^);;=X}`UN3|4KX#v4XS~IZ`SR@3s0qR}*Eee1!92qxe?AkoH|$58&Z~#ddd$&o
zkxNVAiXW35rGK(-M3z+685wz3=!5An$(zP!Lawam*baY46qgMYX)5aIT6j#c>fp@y
z?V%yfo}`c7f?c-o?G;FHE1aaup_9FOWs|D50btjVZcB&YFpnt6`yVC)z6ydIz1$gz
zmdos9Tx*Khp(bftLr!Ghq}-#&WdCF9tvJ>B^fjI@Mnc?`Oba!6UcVEIZzo>~s!L@G
zi)bMFKW+D)0eXe2Ku3%%y_#|Fzm6}Vm58`D<z>S7<|I@qq9$<nxxbH8a@o*#Z=pd3
zzxM~hXS#ipe<qKQm@O?hj7$*-la9#dv_~<Y{>7-J=Y0NK;qZTxU;AID6xwp#Y)+GF
zE|@%SF2FUp^EbfzY6hUXuHid^W%9;Kj*{QD1bRtr{k@a8GT+riyNYAND9EzSRL%J+
zLxi7#slG(4R5ItKr(e=nu0P=KNd!+!(LX5KbI(?1w&vz)jztt|PW7v6sz)gT$7cnO
z-;C`LTj;Qk-yhQZ$C&r6)b@_|Lm+gJOA5VrApO@N1vpISOW*mE;amK;=Wg2R8RpYR
zCNxHe^8%m$F|6RPVaq*yAZY`!<&$sGZzF?h=$o|J8-Fq^05qNFdlCa%bXHB8>#57I
zV0n3LJnA6Ii9s~rZ9U7Eg<3_6`&Y+Y7DfZ1$2V8j_W&Ct(hf9l{{9O+kqErW@~+da
zK_Fl)$5GhT#l4Hh)9GWx`-2$br&{u?_ihNph@O&+xs08CWylp9W@;8Mkuj!tStNI*
z1usxz@z2}yGEQuj%P~>wL_CbN>R-wmr|!OUlV4KbJK({(=P#*#RE-T8BI;)w?zIWY
zhEMO2=}kP1{@-beq7)H)PVi+%0Gcd0b!<e_q<r7Yc^eWH-Z<4OwH4xR6rA4M>*nm8
zVX%;CN<-V?O#Zn}iJ>WB8U96*-j%Oq|70kA8{PhOylttY!*Tx!*zq_`f7~<ZKbA4A
zdh9<gGU2}+qJ^_WMN=<FZ_*9Gc!`cMEn;Sho|A(|Z)ytImlL)3&ubstIHWlI%SOji
zeBq}N8j621yzb7X8*Mu>2=Slhc({rV*Z-4&A^uN>yRv^9IQY+j70dtdh=jjcP`{VH
z=%$zhs0N+f;}y*WrgPhuHI-8<MT1JBseieQgmr8vuAe@`<XgJM_5OAz%k-NyT18tv
z{--w>{Ovl^GUt^O;Qm6GDBe(J&|mWw^{j1At5p>cQ|PpNx{sARuL7nGrT=7zq5G&}
zPG^A|VTI?-w(OPZNAc27-#Mg;P+@1O#7ySZijaeLyOGyII2FB_7-QOH=M_DJh6e{K
z`r8JlBIKp+8SViQh1JM&hM(CtJYekH!bO>^GX6rILMfBZSSj3RW6zP$>buakK#@jh
zKaby^3^L_7M_c7ayvFLS0}Dk?U58#>Tl>A%6KF~8cY5CczgW}iZ|e&*{+B_?`|<M^
zp7lG=eg3j=bFM(_Ml_W_x5px>$)s)nuUJZ39sAe1=tsAA)3`DRl?r*c>T%J>f;JBR
zt3~xY#m<$Y-?O|=>DCtvjdhoC`{#<&gLL}tmc~ZyzW)H}|33cC&f&n8jq;xiboaP5
zs?DbH9Ljdm()eROW=ChLM<5>6Wt)A;=hm4^-{tQQhAvhf={3DBKWeV4hrpDe(7=9V
zQ;>{mp~!WhG+lIey~ljdm_#@+d_&{tlxync%ZX<jU69{*H##p+GqJ2MU~`>DHa`9<
z;GYn*Q1&DLv><ptwkE^iGj&+Bk@^o8+tIfBPnQi@L6ScG(=UwP9-GnvTM8BnycEPx
zM|E-YMD6R#Nxbw8u>B)WXlcfMyoLo`E?|6NH)=zA!^?_zLg{Zb`CfY?xrE;w-n0;h
z8FM6!+Z#GkKL>6cP^sgmEZp=eSHaQ0+2--zozFO-^=@(|Ur{{kTk~ux0VdB(k6r$4
zf?7pOR^aIZea&Eh-3MK;8~c~BlIe~7uWF));^W$=@90Y0{5k&$;i7+8{BMr`U!(kA
zAuNcWmrW>{a;~S&!!7`4n8410_*2d0szCExL$yB{{OEpe@?BDQT0-)4>aP&Jd8|ug
zeZnuPeO)j$xs`k5tH6P*P7f%xTsQh3v8JPPI2@dq7(M&f;QOcS*Xi6REq-pghdLY5
zZ4u`9pAU#zQUCcA5qd)pXOs2KwPO`r93I<YWA$xY`xpJj>j1)h(T()5`?SbbQe|#=
z^4Iri|EoC#dpaF&N@zgb=f3hd`=v2~LtX@YJJQsyu|OkvqW_9sBLQoXjFh6izt%FJ
zzSGB!TXJMdNlFdc!=_nZp3x?yFj(;SF;rU{3^Z!B$$s_lGX(niMMfa^rLT?&{o_pc
z%>P`e|L<1z<BpYnXxy(1@eGPL_z~E~)B7n@dxCqhTsTP)(>1yKjPKmHL91I<=_ubJ
zZQYoTr<L)Dwes%L8D)7tUs#@4HDNrjHFtYYzCtAo<*6#xha54<tn<ZSPItC9XMimN
z@ev$zF4V%}iq$9{>Q33`*4wzx9va4#(>9DA!-CJRzI*58D)l8p9%2(BCFRo)mXXX_
ziiisBlUadE(zO-!(Wv#H=bt%)4O<LHe{$&|Buw)RWNatjdmU+2tS{xQHeF1*)bZ>1
zA;kTxr(a0MX3rq1(BSTonl8^>k$JxlwH-GbUiB(2I{R!dKfi~5h7>QKiG-@lHU_Cc
zo_kcWh0%<16&uX}=>9%Z_MWAUGBS1bYauK3_009{$Z&JK#(k0Uz)$wJ&8I?RHBuJo
z?D8Mw7#SW<`=?J?B8)G@rm`@BOyU)OiX0%suwYabEYEv$-5WMb9rH1*0m&_zp~<3b
zUbd4!?8y^@7sq#IhpvS9JB&sMyVuNwq^@kQ<*v`GNKroI^iN#Tzh<3k{H}BMOpncc
zH0bNxFaMFHta-A?q;XINXcE$<zKt$}YbagKtda1H*vdBrY<}vhoLJw86mDtb(c+Fi
z>lnh^?QjRT4?!43eu#{{fhmd7!Y@7k_I>sVgNohphikhOV9r=n>FQvjUsAGTi?mn4
z^r7dg>r{(R<H()pxzdrv9BX0k4EH#DBi233`ww2gs0M=aw%y<RZ)LvyP%HGiO0N)Y
zAf$@AVt79vetENO+jb&o+@86#S$lTooab<aA{9O!XXtq<G2+&sw$0&xfZ4mcb-`P#
zHYM{WgWeAxgCVx<Y#$YyY{6HE>(+hA65{r4;px33tyGe9OE%U~Kc@W|`Qg<{GhEeT
z9-yph1R&kC15!DWVZOo~+q8=golW9N2?w^u18skXhQN<Uvzyyvp5o}rS<tWRl8JR4
z8r6j&3P@E0e9JVf3_j3OJ&l=M@SpuPR}$9=M6-#TV67#mLBGbTQsaTtws_fQmNLMc
z_qAWGLZf*ASmYCf%HHb;cOPYP3HJJj?pI(=5NR+HQr60y^mXfbdAGp>WntMcc?`0;
zcNqfN&zto@Nj{%jE7z+c9ei9E-J6ghtl}us*{JEW+Dz3N&qX`<<aRDAhM<OIkMy5j
zUiqOAJG61SYl-D01UfK1`<a-^Co0~jv<QPGf;SfZheK4Ki#nLI`1(4sqFdJYHpMiw
zu4`ZZNV`pyPFx+T;1i(4>~0CN&l{_|=V7CM;&~#=)k553OB4;n0h`#+01R#icUSW2
z=D|E4+xOCsEz5z)1$)b`Wuzg8@u=(j>;f#SnZFKg+u~nrhySsJ0xxPijTXNY(Ieq}
zEe+Uy7fP<Y{zrAQo25<;VFm9nk5J}w#HkqQA~qv>4RGZSgxYnpUY~5a0B25ztHZfC
zQWsEWueE#<z>*devXN9mjgGm4KbB~{h8;z71yqLPQry<p19B)VkA!&GIB%x}pP>W5
zdGojI{`ixj!gasm9fz**ghCz^AzA{Rbit!xlhaE{38@0-;^CK!axKKSRF&5AtFw{E
zNXH>Jdx8j6%JKTPBa3Z>0{;1EpizInRCRGwJF~Q)#LBf!_V2G}7kpGc_4F_rG3f;S
zB3hIvM}fnu<;fsi{YH(M)rrxHEGKnk#Zzf9yOn3gzg@CZE96jq&wvUlp}r4H+t-mo
z*$106#PoL<L!<qDgUbhaK9YLxxovhv%tlnksqp$mC~7>Bqm@=P3I{8?WI5r<TP?>s
z^=qM{D}z~NifG8!@IgX7dMu}`hFlr$;W=}y`Oci|*<)u6|Lu5NTI%nI(3b9it+UHp
zitTSS-WX-xJ=yP-h$k<{NOCSJ)~e)7W$}UsO;?*tV5?=lNNb;R)4=7eYTGWH!yZ99
z<4=YW)QW%D%uAH@u^iPvL49Ay_?DwR(V$!@pRjk<Sc!BwD|ArET>eJGM0)-vq&iNd
zhERL;BUZ|3q-C7AIgEoeX35DTuIYl2&)vqhK`CoR?#no}NdMh{dQ5HpKBULE5)w|j
zgI^kH{U)-xa~{8NvXuWvXZ7V-x-N*Nh=5igoIlL2)>Gzqye^CPC%n1ph)2WrRgOkL
zVm76wJqx*IZ2aRd$*+3NrFaU=g{F~#QY$FS3-Cg1)E93pST#?&ZCQP<pu}+M`3~ub
zwbRbaDGD;Xd$~}M({EZVP))X^UHQ;>DN%8KtFHb?z9xs6;%^~Cv%5KSt9+o12ehUY
zI!JJJj`GNUnc@V)-*XbOl-K(8Ro~R-vf%BTF=3xWOKI|D6{cjfq^!UeiWkfl5x76`
z%c~aTZ<^HXJm8ANw@!z>u-J!FGnnJjJL^1&U1PntBf0RFD->yjeO@wboZq>$|A#YK
zV~KV1c=+d1e_uv@^esAzy*?$=0mr6;tE$eJ&|GgDqAE5UQHgj{LhJQ?_jYBNAL5O|
z!e$_QUAV|QbZ3Q2!$Ya}&p7st@BDTS4HV!JlLFW*SL=s6?CzQ2A3Zl_>5VG@JI;F!
zwTxil+cwb3JI1eUw2-o~>l&gzYbcs5X0%%&o{Q^|a!40cLzD?YP%t#T?&7mx@t^0<
z<*O`a-z9U8hB^x7684PfG~E^4&cUjN5n_l-e>xF3{%gDC#0#U4Gpm>P$<u)sL)}Qt
zJp#7UuC;RGaCwH1p!%jqGuaQtw{BEFRyF(b6VK^x>gxrU)OM!`ZaAzC0r)E$6@9&u
zU6%Nqe!>q8h<lsk>y+|Eo1B-nK&o_G3b0JbS`nARvla!s=al03eFoRM2JPWofwUH?
z7qRea%TSkEjw#;zqNW8az@p7bnrh_5EhGF+I1kBNj~kQ2!k!0IX7-Y~c%AiIk$mzj
zZHV*Rs(oOI>euf4Mi;uEd8@syseBgniuH2!N#GG7emF{UA2LVs?>fCnjVo|R>^pYJ
zf$=jT)#_J7o9ahQSO)EJ6Yt?x`hyi+!P#e8X*HLa(kgYbUpy*ZF$IV@^qB^GI?6z7
z4mTG3%xc6&l1KwYj$zbp>+Z;gJ#_emf0Qz{=J$Y^%MrYdBRk~+hGUMV%1xW#Li>IR
zBhE9FV?6B1=X2k`UQ%7ewmbRW@0xd3S><dWUTnfGO-v%Qw|}YK|3m`Or2|2&ee^Bq
zZfj7G8#dvT-J>bK%aPB6WmSpDAN%3g56?Qg<y_})aoQr|>d(M+obUGpruqF>JD+b|
z&7uaZs5BZ{@Jf-#1`Qz4Y}^aoYY$V|ljrlNax5!HOvi_eg**n1?)S^SL6I)$($XfY
z{#b!ThY%r;2yR_J4Rjs}Ig5*Uv~M<&CXsISM<xX}Sx8s*?2RaQp(e=)DZd`Svc^CF
zy$W7qd3vUw+*;^rTQf2ILNU)4s^5Lf+QaWxP7|I)T7K7vu{CXd;b$v_d=+<I9_JFk
zI#(3_7|>ln=3sN#j#%#-fFlV5GP%3#>hB-I)cWjjlO@5E?%u1;>^-xAt;qQ_=4Ecn
zB$tL^#exevtF}XH6s(zqH<K5v)q6l`;kH=jc|WEAW2I~f3%ZNIuZW=v2$=d7%(%Tm
ztuc3&pqBl@&xPEU9SUOF&yxS@k8SUST+3Lrw6l3U@NK(Gp7{?KOhckR*Ues!k@Bz5
z59uQJCN4IComMP6`l_Dg0ei*Eii+fI!fcBzRt;6a7WE)ww`y1uqGC(mpyF8RbKCwa
znj6oF&G<uVPpoTUcx4i!NY>qhcCnu^Q@t716Te;fa<07EhV#Je>yM12{3Vyn$UvMI
z=~nBwG{GmJT-U+Wa^|Dq`r&HDj*LJIH=vnF-Yxz)B-swiWvfYm20m86z>NCA3!7t4
z_?^}=LtMW)$zOcTbtf8P?rUNmc^akHhysqcP%7%}IqVO~yw2rfIyVV+<Kyn^nfBp-
zGFWO1%`?Bc^m6AHsv%JB)ABe7M2w|p8s0urX5Z4|<0=u#(s=to6dpWV8*TeKFHNdM
zl)WZgaS6U%J7$PLmmwgI2xsFt3p55Xp9H-eBGc0u)?Ef-<P22rMItFh>bVBzU5$Q!
z*)SzHety<`k*PhYoDwR?=Q4uBX7BFY>*{USI35rlmbQfo?=NqSl?H_&evh~`FUuNX
zNH|ukp;vp+6@`eC^$z;yv4bOq?24)9-9SG0D@ygB+kZExmatj_^2c(5;uSqpN>Qna
z>l+_Y(7??pHqYAK05Z=&*>sbn&7TapwQmp+s?=Cg(Hji|f7(SW4W_aw;>3gUveZpG
z`>7|fyOHnul+H7XEXq8X*j)dHTuQCE1k9;DS!hHpf($jiy_y16KTY5Dau~eVoE4he
zN}LE)N6(B-wC)Ro=gN;Ql~ayAa@}G}SCoh@+_BlO9P*aklZNzeZU7SQ-1#Hp@gRe<
zwb=kX!F=qhWqwv3fH+l?z3RS;vI)iA<aI}%UJGp*lctmef!0Yy7T*0MiZc_t%(wPu
z=5=>-6mpGY6_6llHR9xB{ON??w_!odAK%ksbwSsFYsX(0jM<i+Z(-xwhb=Uh``?pr
z*5V4)YbQ!_ha0u81-;yR*-3j%Ba<YY=31!Z8?7tTA#Qvo8yXM16);hvSn9g;oK)SF
z4_h#w$%X@;tIjdT16^SuPbQq`FbLaRdDxLkuPzd88Ky;2RDh}KntLjfV~UU)2v|?v
z{&<J`*J&A=KrCPurv_NS6nWk}hzjZ!44TS!=aY{@lU{X3dcBq;PWA0htpk^}mbF{#
zw%cN0QJjQ8Nu*>aKO<g|M=~(-p#@>b=;)m#058a3=$tCTl_{lE^lsgi^PH4QJ=g*c
zFpst5e<PHaHPcbKOyUix0kh`|SJoMl0=+iS*k8!8Ur%fIqvv=iqPDbd#QbCd<ClS|
z-ZJoQ@Z#zEl7N=|`2<#}C$BL-Gv8kNL~BR{!gwai2|kN3j3H6;#o@2?s#O4>Jzup7
zO_*HEIpzsCu%&LaM>Bh3Y#fR!BYxwKEW}pzm;B1mEz|6oG-Trs`0y=`vo}L-aFM6!
z8H=u6H%fSIPH*d}X~v@A_;R><3qR4rUBgin<*7wc_gAL`Mm9}A+F(oIS>u={y`1^9
zbMzEKC+!;ho?1?VJ06L$sD*s0=_;KUe_glXDDCi@vtxGs+sEfr$enJRHF}7#XQc9S
z<#3fPk)LJQpz)}@HTQ(hewe3R5Xf?;9^W?r3Ev<tM6sOY%N{$HOoY7LDG%5W4DWyU
z;_fSBWx39D-0kr9*Akp`R?MN+*R@_am9>WRN@epqfW^wzDNQY~)OF(a8aSaxFB|+Y
z=Mm*JS~#kvHCI5<(Rv8s=m6fkqdQPlbL}PPy{XbyF>1-F=#7zb?$Mv7>INdM?hsIr
z#8|?ApSAyc`km2$o(8fM*db^yY@Y%B{`Z&uUnc<9e|9+BM^SgGKzsa*KNP{m4a!eR
zD{_Fv?tMFPxo^ck*ao}LyA;{%+-ocvW90?w7jk!l2zxCv;Q^H5iTEy^WIolAWPI=#
z1RJos-jw%hz8m518tqyW;;lpYi5p!UE7(z~R+ieVsDy69f8)4%Pp(UrqS}`wZjRvc
z+p<P&Y#8+J*kb=!4IKbiBvuIutNJV8hv9wnO`1m{M*Eh-kbco`MPH+MTZSi}=9nfD
zH`PB%m!?}7c7p=d&wgT%6P+49L5Lc%A`EXmZK*EIA9}yDu`lFqd_P;lzqGuo-E^@Y
z*h?frCbtA2H0k0I7M(__e%waDry9`~Y|J`+wp@E$_SHdz$JGxPdw-S}FZyMx1^hJ|
zKoapWE5FELWBsxCVg>?e-jc;jZ%)D21z~dOPk64fV}o2gfLjSZ2Ve$`NUtxne6AlA
zd{>sg?$^s@&6cd6TmrkqQ0Sk*m1$mV2v-@(I7T8f$7&QK=_x^7S7Ujf<nq3J*NX>P
z_7n~>l0uFI`t^5(#m2?b|NGib5|fxhDburA&|yxyrUdFA=cFEd(+KGD?YOD(ypRpT
zj&HMtd#^rZOUbn;;Vi9K&lt9`o8Ev1tQLO<UE*57IC2D1)b&TUC;0^QlAhwLT=0~@
z+Vd%)-i-C^m%o$QQulab&c*mZ#wznbmB#6Ma$Yy%<&E=T61@)V<ExMe6c!mbDES=R
zo-fGLevGU{kt-p#jtlO8L_EsqXjj%^a=aW81!0W4W#q3AED|dG^sBJY6Ar)l7teiH
znB2|evY*JeAE|soT4Xlm$V$TKMWRONnjb?<@B0~bf0)nzlwL0&6^yMBhMc;SXfnpk
z#7U*>Ii|DBH*9UtrD_X4-(_xE8*)f4hPpkG<LPsYeb<2ZMF8b8(`4m=yXYc&p~E%@
z@|?f^Ym+Q-{X%s^;$dq_b<Q!+Lc=&(;Pn#KBW~tM9{NC$J*zVGqeXHzgKGDb+)u8d
zutk`NUq{ci5wfY@7S14&$osT&kX1O|z^@mvR6J7j=2p?gnwaRh8`OQg#qpd!dFp_k
z!QDJ=)7A=_x$kkhK1Hu(4D7$3Rj!j(pJ+0v-<rFD!yumcbLn5Bwhqe3_D=7DjUvak
zk5dw~l=j<aKr{@JSItLD9L<g;l!<G=&uU9M$hF;RU&?rVkj8h<Sg}UUVp*XP;&8Ma
zfG3X|&DihSr~Fz9$>l^O##nlaSE`4X3lsM6Z6GIy2;GJ;1=~nvYbqh>lV=dYae{C-
z_TBWPOpM`<e%~C|+h>w>8FJGwK{=R+^eBQuDZ>v_O$y$}^#>(`Tu2x6kSe`hDqZLb
z<6~@^dyRiy6HWSLCN7}pssZacAbuTzOVkBzagi@`$_>hGUVC=^ICrt;P2t@FZd1e2
zEcz}M3;({cMI`)KvTCf7Y`6An^begT93dC{$G-a&Nbe<j*Pyf+JsjOI*rW%_Ox}Sn
zs_P9$z6puwO+AqK?W(!VCA*#Kun-S?jcJqDmVqLk)H;nF?R^^K4|OaGKNQ}x=8v6s
zObKgy6QIqqd~4tFH&hc%(AKER6P6Cda@2kKntqV=(WUyaIRni3cYx1upZIVk@MC^%
z*<|8K|9gc)`*linZoplbz(lV>FD5(tD7r9j2Vcjf-EH(<q3zo8y%5IsUCb$elX5QP
zi)=r!Z=|&P0R(o9tK{j!bKSm)BdSg*))u>UUWP++W0DgQnlj&~uU==ny>PPQj%nSH
z-kqM2+-59Fb&xM`+x&osA_AJs8?cGLQQvQjoV@p2@Ul+VS-8OwbLF5?!diwu!$4_d
zVS2_%MiOC8I^M0V`b;fSR;sXU8<dcxI)*xe_Ui(Tw#Nmj9C1>|hI>C&l+}>U%KWaK
zw1$Y-`>e^TTt11oH==@y@N3vVgfD>X-YAp=y5yoUI4qFJ)z3%~?<+9C<oX_H&Oi?S
z7--%vsrJ0FpE11!7$IZF6?bS%Q^wa~pUgIHewjJ_bdY>CKi_!~DNY_OuP~I4#-&M&
z!!vOBNHr^Ld{S0v9?--D|IyyEu#L({&+B)IqmgHO+A)PUhZSnBKP+c*fU0$pIM=;`
zvQ)Q3oYJ#}UL@C;`sd$NkS80~V6zPj?W)Cb9tB0ZmG~gBxly~)(t}cD6lR$mNXpG=
z<KBVLOM!zC^fK*ShmyG>@c>-^`DR%t_hXk$ns7&@xYWc{>0H{~kE-T(7s;k{ayO6=
zW?O1G=M)7up6JUa<#{iXHdZ6UL$3tVDlIv*cq17*xY?7Qm#&_3JRPb{b!H>&2{h+K
zBv1Z!K}S;TOakBMa@Tul_sdlc8X80>rH;B~8%Eg37H{wCrSQRZGNiTXMH`)0NA&Jy
zW&_I+;mO=#3jD%a;?^1nDX+vAaz#b_CUz+eq@n4`)4t+$64o<n2+>i7^F|=vT6E~t
zXXX$MA_q|81v9e=5zaK7)vhRkdMdgt76o8=h-u3)wF)RL3Lm=NkpmWrNPF<|cLrVt
zv37E8hlNFffuW&B(<D8eEpyV3FiP(Okou$37a!9f*PfV>>jbV#s}AX<*?9dD+hgN#
zsMhVN2wik7-f6U&|DjT0tttwpoZKS>;BqpQ&$vt~^t=3}nt6?Ad}T*zGA(?yWpC3>
zmRZ1^+ZPWbL|U{}YK!!T?R7Cz7N{w&TQ5<!wRow-DR^ND2eH#ss*`=oacGM(?##>U
z2u(kg^5UFuF7tAV%aS7NbdlR`9U6A}{3>rc*not?E+OXNEed+ojWn$FxFTP;r4}od
z0;{ZAPAQ!xS@#4td0c)i%d9Tu%Kq!jxnkAx`N_*<*5z)w-3(88GlR*1DO{kpV|ypQ
zT_^v}WvmB<T;f=>U?kd8#A#F^1D7c%(eU;y2lzYfZYpq;N0JYyeehnn(`BXKA2OR6
zxHJS_Vr==C*;<*7$;F4aoLmV}vF}wXnBSP_)@VzdJ|Q9DwJh_mmbYfw;+nbUPPmC1
zk8#7Labq$<vP@sjkV-Q^Zg0<QX833~K`e8^bv?&iMF+S7re#+8h@zu4mEtOfe$Z~a
z8Fj@yNZrZ<j!xVg{rKC2W69!`!>ANE-(5!A(fo5av-%g=4J=?!4bEh}j0veIJfp0t
z<Cl~PTp_U`F(mwjIFooGq48$&7Hs)|J<u_c7>AvwD0hX`#BD>qmRWZ=KQFV3{PY#V
zYS*(R)vo`{&u@J~%1`Z#g8Z+!Wy5?CeCDFJ5rz^4Gtz~}N(l+;KE;_3c2~nmVUUsT
zsu^xHBQm;^n>_SNL&b@9?bd^;Wg7C2c+>0i07_GkOQ7oo8~Fy!O5v<_g%U$W;dRvf
z_MS~EQ4$ep)-cWIaNjgycw)I8ge^;2zmHB!))E}UcY+2Gbmc0qa=5KWxvMwJYy8@5
zV1~jg+5B}=1HXx>Fy9n$*MRa*Sdj(z;7lmJ@Dq)y!%UYT;$l^Ge5WOh#`A)X2lcxO
zWk-))14~IOZzpv{3J|v7bVdtTCe|ypj9$(#!E#QnUl#)AK7VdM0_vR{sH*QpHlq{~
z7Ywg5x;&WErej(kc5+82R8>)A){z<mZyg0S0F7K)&#Dl=cP8KbCSVxStl*m^ssn`!
zLy)JoiAXU*niQrf+TVCvF@oo3<;-O|Z)VBp^H_v7Qs=EFH?XwYsp0Zu`YS=nlHy(v
z=sb%_($^lge#wSD85$(uPln#Laf@O_v8}%Qz!A&iU_e9;X(d1{xXao3r0u!r%Vu@o
zIeU;1c(P+Xhtb<xiV>qK_+0F*9M`l_!BL(j<O+Feg_+o2sJw@2YiaT%V4(_iYi?BH
zmL5Rex^-o52XAY=9IZ1;#{@V`@0Zd0mD!VOCRTIat}r7!pMJZIX^0JaG<=z4b>WGg
zc?Q=-9*sqIGhn`WcQW}B;|exnaI<9$9Y!e`yB%UxR-oLEki>2xbF!NhXGVsa_9rS=
zISR$2Swoy35&{Z>b`-@?m05)<(Dn4QSDw3MJ%0V^YDegKUqdcUHMz1+gC<!rS*VuM
zb^OSHV}H2jk7+J(aUFoV*dZKCswT{gjBR@-E9dHX656P-`<_dNO{2wQl<nSU1<>uI
zh8(A6!@3x~kq4Gi%uxr8<iv=K-MYm@&pk^|8`Sm@?xxv=t0^S9Z1V9)>z@pvOReHG
zwvD6+edK<TY2xLL9i#U$WvLU^&X)cethXNX?up>;{Sh+f(VfgUYJr|wHSCq?m2Jp;
zKocH{ryM`@hPt||t+F#C`t}}w|52i*>hbM)eBX7T-u*5qJ#Lj$pxd}q7Had?aYDAD
zs-E%MpA6Y;W~J1gPTQ1A9eWO}V;bu4kXIdk_Q+$9+UIwSkhi#q&X595uczn4g&&)I
zSyFZKk!Z0Rf1NLqU5%`WRBY?7zh7`2tlAAws-lb^7t!C~OL~Pw|Ku+&{>p}$zDeCJ
z_I9l>s9N^5?~pIc^jlzAc%AMq&{wK=6lY=V*<KB*u<owPB$K^XHXVX(4<;M$x9b6I
zmL>gVcJbp-fxs;p`fS)Y3jPSY6&wDf8c(8IiEjm%7+1pzUqduN@i*?Kvt{Q=$6dPS
zr*;kSq%b*0T3ki9>j9h~>5AMXo}gCP?$JpT>Jx?oHHr{z=^R+n-~qRLmo;)biHXON
z>K%Xl5Lz|`@JI03sBXErMy?k%rE7faCu6kM4VKXMPij@SM#{yMGJ-JW(5A3zvU%~4
zD!`x`YGYhY48m`2`1g^c<qd@XC~rxEKKQ+H?Gil9#I9Vhct!r*KbzS9hcEx8^46IB
zzOoJa$F{%?eQuJ~%4a*f+bCwi$<kY)eq4GpS!W*%KJK_4ZfS4FX5%Su^xjay(lSgL
z8bHz%Fj|`+P%R=~%iSC^%F_+6HnOKHv}m5Z2sjnoH=5VJX754Bjor=N^0cHApB@Os
z_vg6CZjmoCuzXM%y3?>+*sN#l$ed6Tm-UeZ8Uf?LGWwC~yT%Vcwp!RS8xaR89pqNS
z`!xCy(BpoV2*K9RF)K?pwD@?1hT>7LfG^%|jVEiLZwN`&u^&V|kMRjzHr;I0$(Jy%
zyu7t#Lpgb`(poS+HC)nL(FHUs=ls;4jhWtU%?)DF-Pf;J%?(P6hR%C4cOJIT%aQ|;
zW1YjjkwO5}Yc0@lL-u52j(WUdfPCV9qEEgs&!CK<GAcI-yp5*UM2W!6Br4xq!~lWf
zn4Kt_7l&-pt(^7+>>YLl4a>O`cAnmK>G@aYu-V5B>{o7g`ZUa@&$PH-Yw1f-+pOd)
zFB_W#_M#`7ZuNO~OONG02dfZ`tAZyKix=y}^aHL}v!=I%DL3raD5{qZsg;_G%;yG$
zBa3n;AC5#^m>pp0<knA#0L<Hic84BNNvK=jbD>Sf8XF29#oFUtpPu8*Fn-YG<4m*g
zPz(5_t2%(HUPA#^A+7OzHX|0rdOW?#!9=CD#n6JVOOO8tDE<H7Z4Cd;um78Er@)AN
z`^9s{O#62`bjA?_Yq_Nu<;y?5%}a}ro$r6X^Z1CCdeQcWC1Ljd3u!6EYnqlWjaevf
z<0zBxXpNjmcEqr&YW6jDZj;KY#%x#{qtDVNQFd@`c(hfii>WKQ=~6=OwCb@%XlO*t
zSn3Pw`J349@fCtTZTHsI%pa;fEq`TFzAg?J#k)#W8^KT6PX)fOb}somt)On93Ur~$
zF)=ASHV*xO<0MP%TifMpidGSdG_CQDy<7W9rfnjtfW~~g$-Zw+&l3drIA>?KzLjo?
zoj4?m&9m}`9^^;{w-^{|3h3`=pOovv>Pj3lOv}F)Nd~7$*xI%&Jo}~1wr$L~T*y!h
zeh~<k+R@bAk<5G+@#`*3cTy9T`m)3io)5iEJ$GiLp5D?DcC&rhTbHZb)L`pju4z4R
ze1ZfIuS5>ogf`#nlZTpTd|H@HT{)_RLpG*<plO&)_`dOD>PGD8J)7lBE615;ta7gX
zX!owTFcZt43_ZAKv$ymwi6n;n!ngk@Ho8^(t+c3#baJ3TNbMV>R}3w#3h1S%niVJ3
zFL|xY01)U6zN6*JHX{KUk~76prNEuv*~#_%71g6JH!cr3{8sZm5oL-_d*5l4iy{vU
z1nm$HH@tGD_J-n#iTjyzmYvb@6^Dw|pFw>az%5}cesT1w9ecKL!NmE#gztSBa@`lF
z^F!VzYsN{$$!)2WZ8T>9rR{~o)hFyFPnL2NmYqtJsc1<ovIqwWYIDdH(6Vd@{{P{{
z|HGXB=5tucr(fw$1_{x~M0<?5x_O}J<aB06>KXu!W4|oYn9Bq4aIk%2CFH9IfB#25
z1H(c_NY^boFb5~}AD@l*Vz-9^Swa5Iux}$z-te$ot(kV?Jos(h*f7WRinywzX7dKR
z<w39BczCwwf8bMCdLV%c%E~t;jf7hom=r#}uKF$iY|n?@+t>CKWqgwiS{$Zb8iht}
z$KG1}P0HdzQl$}&Ynrf2uno`p>fx@F+{lppYUuW>ZN+=}o-!WlHFxw3!G<!+*(-6Z
zXVi%#UGEE1un~9_87BVzvcc7#K4x@ofy#2aDS|_kb;tgSDF9XYDdy9Me_$R8A+~t|
z*o^Q{=hT3$yWkt2vi<bPqMyDA3N|Q8_-2ANL8m&VrW0>1uKn-wvj4B->;L7ovm?<x
z**zzLX$P7N7XP@Q|IME{_e=ZtQyIdsW;pUm>z&cHX6a&E?F5-^lAKNf$SU!!ZLi1(
zNLl8bS09DxWyWQie=ci<j`UYUKhLX2GEh>}WYp4ii7Zi-(w61r$N<C5CP%{Ia`E)B
z+Gi@>@%SF?`{_l1tt~A$S(GGPy4At{l1wkI(B*x>n%>-h^gT^R{@z6^KPP(|&oU+p
za*CQ!Kwe>r(&TnM1`9j6=F28*s`8rb$|DIzj!ieI<2I{vutSVrmz~2aPlwq}!KO@l
znxeK%X&@}F;mvMU;<alDbNupFa@R`pua6bDi#?;tn~rQ-R2A-y+nd=-1<cFTvd$=_
zP$mu3_r{&wzqB&$`$U|ZLz;E+pHDI$TMsx&I#_odm6???vq&6r`?g@gpsy6dK)x83
zJI<EWrQxz{TG`J!3wv{HlIcZ>4yLJA5|C^lA6WWgUEPtwXwLLTw7rsA+`c8%v3=N9
z^v$!31<%}dq*D!f#mwkDXwTHPhYdT?J)>~JQp+P^sq8u=Q5E()!Ni<|1m5x{S^A|+
zMv!F7@<OkMB(9rgao1r|kZhUbNYeJ0q^;4^7piy1Oq?a5=!$~+(A5H+jc&75rA<hk
zgWcr7*~$L95AW)5-hS~yNIt#$a_@k5V$V-Yf+*MKk(dss&T|uhj--@Kw!&5eX>4MB
z@JHLp^T@KHoSLD-<^Bj2s%6Zv@f@G5G3tkuqCkRWk#{;}r@uh&+YqZqM7^`r!*5PF
ztIs+6FS*V(`Ac~TGMV}>`NCPziOIRp)$fHEG}4I-DwXV$&o23%F|3uiyaQ-!?@^yk
zfXcRBi+G+Yeb)-DuCl$XHR&DbqxDBkNaC%>4-cNOTzfG2)<Cs7IUrx|53uS{HNd9d
z*w1DrGE!IE@8`49_1vPqJ~hXoVE-0+dtgWOIg%)yK5D-Yv|gks$H^#Grg8G%V$~wP
zx;|r9^cL+;?o9leMHj7m@I}L_IZ7nAb3E24TwJKwbwg5ma(o(RNGj^{7%$h3>_2r-
z*_?O*??>29PKWOts6U{Jc90Bv=EmbhsD6Bq&Q^|=G2!t)8Bj8hV0$;E7M19i>k_qe
z{>FnTxn#Z}j^r+rkX%~%`iL*;1sXUGARf+)MFC@N>J0s|$5B~O*E(o)PGmAgeJ(h*
zdZSrNFIJ%`a=fE)XSJLioOsd*ig;|L%;}l{9h{nV&TX2A_0Vf;bLUP^oSgGigD&pO
z4C#nFc^cpW8z7VDIUwj5hUnYb*8dcl<V;0;<>0?aklL}o+c(|~(z>B_hXuUlDL+`M
zC!A{F5@8eTyZLU+fOqZ<Zv^^9KMOBlxo`XAV_b#OSm{`+WF<-cu#(?i3g8G~#I-{w
zThN#!2)J^_XaXm|XE|C}yem^rUHZb#KEu+ieCegzk#U@cEVRNl1is;AfGd3TCQ1I{
z=I1A=tYSUuMXK7t<kq&toO&b$I$)XJ-mg0V-D{yASX0Pbo79j*w8fP{M{X!mVHJ_l
zf}@lpY5pCBTr_?(&5;tt8mVpdW1C6aGO2UMqe1({+n%$b03HEJ$VD;SZ_ppL{eBli
zxW_*KD4R2-Wn1gE_dg<w(9cfyan|s~C8_*uUJbiyI1|oVcKL8yE0Tapks10j!?<JQ
zc+rzP3LdFAL=2pKlk~NMl6B#x$QJh5>~Ur0DxrnQ<}L-b@%rd%V52k!ZlR2i9jC%o
z4HYwkG1E4hN+;IaGu@0xe_Qm)N9krz#?V~Kt;JpxPvy6^pCikqDK_e%SC_8EV#S2c
z3~>!a5G=U^2)6=?HiX5?tv3Y1qmArCOSpM!J55tG^97WVCH>2hk;Y<Ur~*-YYR=l?
z#W#vDdT|aG6C89U*k9^S6duYW|Aw!*?!YN%)`j-NvPQ48{HL73;08=uU3O#nBVjuD
zo`tJks*It-c2Jn-sB931-nx?Zcsz<dLS{@_1g|i3RrkYmzwjUlq<&Q1ItV+QvI!M-
zeOt{f&d8g}{N%c1f4f@<Va^l|boGQ*3P*+cWmo6uWw)_}Wv`6vX0(i&W9`jZVbhrC
zmnribXCgQ-qw5ihaPZdGYH-s@%FD#dXpI5J@3n?Geor*uZl?A&(!Vb;rpE+-`B{H;
zda#PPkefNpmuFWVJ`S)(L}87}EF|Z}M#@EYUxAmy;Vn7FIg5VNT2$}fT}F-_mE)TQ
zMABvBj@@$4C@JS~_{~h-lqiCMo(YlIEj`XH5+8IM1J7~1SuB<qQ_VK?vMJ37Q>@qw
zijK<TsTgyXc-zzzli{r!97*}{eZPKA_LB8JIKpU_kJ*5qH_hgBfP=7SlQAuskaWNS
z8ozxZ>I#Yf66cq1m2{PhH}h;#Pe@aCNRLf)U`1BoYW+rQ>|8}3wB0Y*K+|-Uu&U?1
z8pSdk@tjVfS~bY%UNZcF9#CV=9hO-tfM!>hT~x^pc6#5<Fm$1TuR?5IG%i)%uFo&E
zd_wZ56{K36kgXv^=JEIM1)mD@L!xAHQ?Q;dQ5R|2$9L4Q$G0;=0!3(jA)c#-bhQy_
zN-fVjSb9>`o0R0IpZWtXy}a2y4>o)nn6+Urpf1ggMtY^5cw>>fl_0pdMHxKGJU7VR
z9!WfO96mYmex;!}+c7_MHl(sci_`w<5`eZg&7Z;P?cQkn3C42w@ic^2<?AJ{Gef|4
zi-oc*62NTmmiQ0<2}w=1>?X)~ZJe4}idt6LhC2X(*+RE5ullFc(vl<Y|CHT-sBz&_
zNX}CltZrI7)jANV)3HXE@xF6YGgoOh{iQQbmEoB)JYe=-w#UG{Gr%mZ9^F{;ecRKx
zEb%m~brC)GL{UoDO2$Zc!eQ6*@YHbf=7Tx9+}EA`u3+l8@qQ42T}==ENzw>fG1ag2
z304c7esH~0_8qPID#O>1UTsC$s-GU@Hpgr)x7mV5Q-glk5Fo&EGZNN4#`joHwrHMA
z=r`IpH9T$A9b$}7qY5PL)WjT?wqB2v=;++2oSgpkblOhdc-QKENiIi_e6`i@ex0rt
zFW%2&N$s2ypZ{3l-{hN|S=R(54iX^{q-<MyW{nxF%G;f*TX{1AdsO3o$e|%i?U|cN
zp84V+)Iyz_=C5x~vdUQPAdGX+^$k5DlOVF$xPS@uzJ@26<bq<`#C+iM#CD0%pC$nK
zMYu~=XaO1nTdBc<hVyF`GqZ&&%}iSJRJOvr5zr@(sNU_+==n?SjLghLg(k21U}+2z
z0_89E28-$0$8j{CtUq?*z4YvAva<%om@Ostno-qGvRPU?F(|lA1~#l1I1`mxCV~<J
znt}}sB};};=q-Blsw!Ro;nf%U2y3ctVH*7~afBf4CaJr%qux8wZ>LlH{lG_~lelzl
z!TbJ&5Vqz|^YB;sE8{rd*7QV73JNtrk~su7Vw4IVKmC-y;d1CzwcZ+KQ({Bc6b(+M
zA4TH69;U@g2Y?mD1Nqe2*VXghmY8n2+_P&4z1&fk&?h#rMZMrRhe#;S!greGWhOtD
zw2ly$>;e-HTZ}4Ihm+k0LdwI50bv1aYlmR}@26t>-uhJgp125MsEadAH#Lv7X?sIZ
zPB}AbueaOq4C{-etd(GQA<OcddC}xR$n^FkN>i{Tawm9rcT4dDUEyP3ovx|t5R9ol
zIpW>uIFgh$>MrD=D}FH|y}HBU1_61Z;?l&TS-oowS_c9)%Uy%!zkqbLWP_E%(4FH1
z`j7N>dAsUW%N5jW>x_JS5)``DY%y=Et|<{IKf<IlFNT_g%?Rg8C7%aQsJb$Ut7@c{
zCG(Qan1Oyd_kArP?q#dc!312FwvhkWk9+^?x7+_s8|A-Qg26}#D}*D2*KDGS{ULk{
zBGY8)MUSq|M=>T}wB<9-5JP6of%y`)h2j$=#}Zp@6O}SN#2ordONEvbi>zKdzCVw&
zHAFW(+tNok7%&9!aZ&^e<>>sqdSq;If~Uo^Qo^|9U32iD-DYZOlVhg<|F3jAdN=Tl
z<L9{0+<B`twD_F0>kF@-s~u84@;#Y}@9F&y(nCO*zP@D-oa~(@pG;h0BhZm!9}~Ig
z&FZ<yG0hXXhQvjDbRV?cho618GAp-~`)STYf36Hh;?Q;76B${1r{)7ju+<#cZsPF|
z^^NvZXy+cC;??w1(EUoIZjdAlrtLjb=fGa6ACK@*&`Km-g2V@H?yTnPsV2>yghjwQ
z`%+XDMfprJz30<dY+AF0YZA~ZE_iOeT94`lGdCC2x1A3T7;hOtyZr||{ts>M9n@6#
zzI|dB6;TAKVxf1XcPm{$IwS@}q$DAU^hhW+id3a4RZ4&ml1K@WE?q!C2oMQ`&>{5D
zo4EPCv$OM?o!x!k_dB!yW#&vKXU;h}&;8u@b$zb20oQJ%!Yk2D0J<!=f8H9?WH)O>
zqtD{p7jq9jg|xTVtC5wBYSjvnHTIQjhs8hleR<3B#q1NBpQ#`Fpm73k=93onSzE`U
zxV#`E)wY4~u`WsDFPgYwgbsSZ+<xbLF*Rp*szt#6%f+c{=(s}d%LWPd%X-gF8;Oql
ziDy0*7OtpTu!_m{PdsCs4*QO6xW%XKH>Cx;xY(?EBr}+|w$<UHnvv>#_Qk08@Z<4t
z(FCm>wCq)38y*L%r(N#wkzktEnX(8i4C2+6<ikk>7qH7&S@_04URv8}A~8X$iU*ei
zYs`yzx1KXLZ1Fnax)s2LQy*gd#MC7CYJFWBrcp+e)X>{N_=1K`tqT2_@0u7<;9Ioa
zKZpHF9&h+^lR6#&dQ)04J?*;}k13gZ*F2C-%v7GCp?@1Et9NDUIqg#hrm^|Iml`IX
zBX>PYcfEq3c=^{KiQmYnPrf*>+r#c8alB1OQjv`!LKLM&=S*`}Jd)h1D+*s<?`Dx_
z#x)ybv$K~0^G(YlO#EYu5tixKR+>~`hiJwgVR9e>CJg@}JGI_v#zE%UPnV{JPD-EQ
zyYSNB;q0V$wR+S?EO(xmnD{c5Wd5b+8#7kVQUDRkg2dQuXn?HR$25jEb8;4S?+g((
zUp5}Kqk?7ord_Vf+!1nlL#=jx+iZndb~cp?FcNqWs|jC=0x2)KJcXvwXyKV?5R{h;
z4t(WSQJykEm9cD>b$Rgei#98V8z^l(rDmb$qeCNxl%UUIhY=0gm>fK^tMy1C>a4cW
zB+kY5?P)pgz|2jGjGznulckql3<nn2KSw^$dcesy;qdM47+oG0%ehHJOZp$(u2;<S
zE#=f1U`M)bm0#yKS9OJ$aJKjd$BOKQWStbzf-E0i=qKT(gr~K|LzP`H90PU%7|*?%
zwIYREsWm7zJ=r1ZZ6G&YQYM@5A>a1oy1*0BXMx`?yqd+U11^!|lyUIr+_Hm2us`r>
z9`{O0!<yV4cpgFz(q|qOy1EoXbX6(xo}M((x9o&j*AKsE_>R+GnbUL(Jgpy|2!BsA
zBpaLKQnv_J>Jtn-^&+ea)RzSHU%%7)AxPh}L-Q!#wEIs(x|(Ik{yf*C<zB_(EfIIs
zB(k735&2b?Z~GiPDnO~O(?C}0FcW~)Q3KU!$I7{|ZVmH1xEH_M>@XnQ*ph+^2$l_}
zwHrJDMvMnFXPr^WWIg2X;F-$lV;#X`SwMD+g50UjlAVpC8m<MW%ON)wRTsh7-NhEQ
zA?&Tro3#Tg;`bK3OL#uVy!)whKbKEdMZ@PolGQrP%y?tldWj-k-pBYIZNprR-RfFa
zuo}_^l{i8)ojF|nyihV7kl{1Fo@O>>#oih}g_A5<7Az@g-+oKF>0x$Cjpw-}5nk>J
z*YgM-WL9t2!S%>3Lsd}b{h;&?D_Ec4<0+1oe6NO8mpWjx1*#F&Rkn)?eC4TO^?vnN
zVqF7=-RPG7W4nMSAcNpjze>m2ZzRiK?yOeVxWMPlC+tH}AxM+tDx|$^uEY$I$Nrj_
zlq@i?*IuarTPfNbK7Vs1yzXY0O-X#o99j3N(dbo?PFCT3ky{0W0!{o$&c>J1W)iBk
zXy+#zqCB+`1;|CG0R(Z`vW<N_dU+?#!Pf9aB+Mrv=P~-*8H*7Oyuh9-|Ac#3ZW4Dj
zdT#fN*?ZShrXGprE8rv5(q9l=HD(H-_|IZ>cGMOM2mdKO;?#?hF@>KojWe^$$T~Zn
zI6yJg78g!(J!@s8Gni6e*R}m*W_reU$rQt4bF^!=6*}V}S+|GaL?{=ae+9|_m{@ux
zUV(SIpIDhfOCx1f_`W|#Gn(H7?C;Q4&c&(-o7uReT=`XgKKV=Q57^|B_LrV>8jBel
zY4bBi-XjmDlgO5XN`1bZkvrdz<t9w0xV!;vXWh>^xLbpMMjPD4jZ?5WFUb=2;U5}!
z=|5sit|sRORd*mV>%Zp+5!)4iW1M6i7e)$7D5<7FaSDz@ghM0T!qJUEQBDlRP7!3*
zdHa0LRrPD(<|n@4V|30sdo;zUMi~Xw?Cod<#a=&+EPt}5_F*&rD%f@?aY55J+}@>5
z9~sRf&3>-aOznlwz&ZO2Z7*wAebfIMD*s~>JkqzBZ@+xeXxaB@Hhca#L^Es_SL6h#
zj%_wCa(ujVrRVR9Pk+kq?1&};EYat<r;O7oo+mg)yI5x0|4%xz|MQszz<hW8`#&~(
z=|47!ujeZM=U@0gIn;sI--ZZ59M#A{rX`KId8+NFuO%F)S0$s`l5Z_LKT~7uXU_iM
z7kzz9{Cnx=-DfjrjpfZ?`MLN_yOjo<W4MY;vCoro7>zLlJ#t5l_r6uY?7nM`#UTmJ
zF3kbeqk+C$a+`SvFzdX>a%bZ+WWq)dbp6loe8+3<mBngET4ifSqZ9&sGl=UAK%80N
zp9Wet*^GgJr2`}eeGw+WSr}4qBK0+1Aw&ckA~CqhP!8oZ7ro;_(G2TOzj0vMMDSAf
zU%&Jjk?J-H<Y#+9Q3-12THEzA)eVeNONc_XcI2l67?ek~t&s#3kVV+g%C>0@5S~H-
zWxMol_J)-&Qb9XWc}$6jP4f$t82NOtD$dWV63l&uivL#0Eu+vY{%elt->YaJVyyJO
z&?@yye)55iLfyW2_e^Ar+c*nbI2IZ|?!7PZR^?hi(~%t0wKAvhq07X?vG1g+&-vuN
z5}P3Oxrfi<ybY#6e$0<Kwwe6mqbtd^HEEiqHa5aIwV9kh9-0R4{j%SOXb+?}_qR^c
zIR!O%?Ra~-G<&_TfZqw)L8jd$G<td3KVT#C;&OQI(z+|AT>H5K>JRdrdo9(IO*@$h
zuvfrjV9yR>O=eeVe7k0<TV7_Bb1_XeEv5+}WAMuTz@*|?W`1OhMLC=Q2T{-<^4Cz@
zX)_fU8987Xv1T;@UisL&%__{?RSRcXGvdg~^4K1mv*Bzs(l(etL<FXW`<aS!gaXO%
z0s))9Q@EZ&uL~RDm*ktG4=Q3fetpfD`UuS`@ccHo*i;O^JriKOAce**){T9rxoN<a
z<7c@zM%<SxVNLj3@eF<eg&zt+(6p=RCDiVMc0Y_mN2p7_xoFeu3irtsOOZQL&q}Pd
zqwG(-0X$c#l^4jz^c*eY2TKSWH6)<KGkdC8P*zZbN<-E@grqo0)|SEq-5gZGA~?IC
zlbM26<-~L=HNvg2{K=VyfsZ_@ksn{01u_9WevGM{Gg?g$fCIQQ6+~MBn`e(0D<%)(
zD@LsA-4pHd;i$HV@zsbxdUHJ2ZrE4m=}c7KAM7>n{n=yS08Dm`>xE-#l`~!Niw^fj
ze_S{*_1w$8ny<*}DbCo)8%s|uNoOFcmWb+8mc=EQjzZLYwVWp%KgQxJcp%-!%M9|6
z={8J93_5*YTfz%J;_-xLr~q3}|C(aWUJf2l8nZtG`r%gI<~Ee%eE;sG{zcoT)g9tB
zOFN`rsUQ3#Os)Fm%^hP!xA#T{#fKs%R}Ohyz-w{zwho<S+UEX%KTL%<TC+6JD6+?O
zukX~T@#!)A=rb3bzpV94yggL83OFdErM{54ie4`D#TpmfdKt(fQQ#c^W<M+$YH)Yr
z@kk3PM=3-F-SN@=!ZAR$r-Gg;Pmi=E{EE78<LaXX)f*pgH>b@OX8p!UqRng*jkIK-
z@{e{#((e_<gqeW^W{LP3yz5T>(IVV+@gLhUZNx<Pd8;8p0Xb{#ab?u{KQ^N`vudhd
zx*E@2F5dxleHV?fdnx)HpAry`wXup_qDuz?{;>sb4Qm0W@?r`djqlV^VS)1Xpuwe|
zK~`%ITXcEIDvJm4mv%$87xmr_&HiJ1OkQzCrQ5^LMbeUUZQ4NIC%8@=*FP&hKRbZ6
zj^P$fN{@ocfE*Wg)(<wv=Iw)C+!4ya;8{3xtjS->okQof8jCfZbY0>k=*)qeGARLc
zj(=9oOSbcxnZQlK*Jo*^BmB7Adog#cW(wH>%RUZ(#SoICot`uEPD`sX`!Kc;o=q{p
zKwIlilKQl-tx>GVfc~QcrvxTz<6NEM`u&B+gZ3G1qnR@Pa~W4J7|p%03UBSKlqPC`
zB#Y+zfg4cYu{fHi`@_rK%kCD#`cxf_;E|dmRH_Q$t*&?<jxZxI_Ab<?z!7M_P#G9J
z(jlKHJ1xy#_Qr6`{|bMQs)37@fm$BGD=H=-a}NkGrq)1%6Cn&xP*jTIrFR*VgL&QV
zH71pnhb+woLLlfGMVqH^QQ-X%3yE!!M;Fh=+|L{Bl1<^NE;YZc4Y}=q`=`W(a~YTJ
zA)gMVNI!{spVyNf4HjLlBZkzcrCXI0o1}DWIXSi`*cCwjH$x2mcUHImbRi26;AJr@
zN`rW&de5+UseAOb1i>rY4O)odkX{+19o5VOl1ovW7DZTueR=UWp&Q{gy$oCBy`D@6
zDKN`iXhUzC25++f8sFFKT4CoO^atH^o{T^H6sji7H9)uSo30!PY2(TKMAe8$IY<qH
zjK>JY2($C_M*XnH+WJWj%*@5h;t9ERX@gL#lh&$B7Sh3Jz#=)%l0q&cjSj_cP)DPX
z8?J<wMZ{7G%WLBJWQEnYnd*g6pKgw9{OxXNrsxjlzZ5EMX4!Zgfd_Fqn`3`bf<37^
zNZW>{eB6;th^^M$FgkC=YWOy|+=vD8j{}P*oCm#ZbS_$Xk|Pg${FqO&SNgt=dWn)y
zC32Rc>^Vq`rEZup4zt2}zLnv$s{BB*{UC**m4h7?_0yOs|IT%ymk+EN|85yUjJ0p_
zBsytzX&Twejsaj=?~b2VynQBc2^)^lOhTWFm4uUKw<w1_U+#AnV}e!4IiZchs$^D^
zc$d_?zY~!^$dchaJZ{cWxB6!`b|T3zCc)DyX8Mx#oQ|Hp(iz#un1MoFhx?V8glaIu
zukXuXj?_S`eP_3LWqlmI*q~&Wb33eT%`tiWK!2@=;B_~`c2W`sQyD5Rt91a;e|>-b
zXk-Sodq!QyaQxgxX_YK9v3Re4&Ir`D>;R-u9__PU22BMVJ(d*xy-G@7J>5SIK&dwf
zuUBOVoK76KJi3q-%7fITuFJ{)V>>X1)pWdE8JT_8*}>irX2;*y(a2Y8YoV=Y+@m5V
zP%LdsrAkw^R<>y15mVnRUaA`ZU9YY$xU9JChGM6efJ1MiAeFCRKx=9wYdqu&yL+H|
zA{QA2((GRlJE>3pQ8es(@&Z<V{C40u>FL8kh*^4U!OGs(eDWf6GdR1;-?-^}M@>OG
z!ZjE~Jy@NulYh1P{?I+o<4BOH78ay8fg!>qY}2R=K>t6sCCd@hGoN|h@l9XIHy+10
zwb=P9uv^v{`*{q^Bq>x^2Y_rSt^;G%Gs_xNGGO<@v`~?r#qWO>XPCxD<63u5;bMx{
z7Rn&7fb9fJ(>_t>pp0ji%e6LoyyCVxww$&ba866>)Uf~-MdhI+c?Kh$I@Yz)u$NU#
z7x2}npjoc0Hd=L01)DS*G^+^|4ZOYQayfFy>r9gQXPYOt>7?l?ew8_MDU8&58xC`z
zXE`*)D1_2sI({0AiKjXlh?S<pV%kdTXu4x?AdqG8IrGkC7pBn6(B>_!F+rxKFPz8g
zH!z}4Jm53fwu-EOKIS-yLf|putSM`$aj~tbSXW=g&MaMzFb=+;o#!y*J(yoPpAMbF
z5q7UR;+TJlTG^LI31N@rFqI|EynDCPN7Us4_gu8JWB-!i?Oich#tsT)F(S*l!j756
znwk4!^!QI{jd*|;{4h=dw&x;wq*mqB)*zV65|k9DFDhJap1fu@rVi&)xNNN4;x|(L
zsC@X)+5G3zB3c%BqAV0^{WMPd1I<yYtFEdxt2g9bUU;&U{<3myGF>lp_i9xlA;{%u
zq<%M*W#l|Nm&gK&!P8v}mk!)kOaErvQ=97&+<A3P_bGhAt7mh)*Ztg+xm^jV<+{;K
zQa^?M(?00>;NSSVP<P&Iq&njI$gi5o>==K6_Sb}3jslPBpB1%fV>U-)LvaOZfaVOj
z&mPHn92r8Td&m<RL)PAyW*(u(vjoAzJ2T$Zq&i#$9k#U3$r+x^@1xdF^~lbwR3Z{S
zI9{n+OAQNB$ww+!msPKgZj3TW6oJuzV=vMSr$bfmK+@Y+ey}M{X(s|Le^A12*?+Jx
z{~}6}tFR+xtHwL+9*^TRj>^Xu2LXUf>x{aZbO60A^D0Bz)aNTw9?0R;su@<0gX_}G
znQLofe>4WF-h;SsN?tVK75S*%b~`88x=`8}ZPJvyXH&9e3Y||k?keB<G9d<#vregv
zV@DGQ(@7m*p9~gsHgtL9Zd6M4A7O(-@jzUCVa+n|sC7m=wp{S^;ofK3`qZ_HP>6$j
z8PdHs)TNt@!Upuyl`vKn1FIF*A&Zdz3d$`+P4!;&5SB^5mw0atlpSH&)TCw9->>I|
zlAcpiy?nb}XC1i!jb{(XMEG4ZjtlBp_^V9{&509ED(ZidQI#D)K`hR`wE5%t|I>2!
zpVE82?%tgUjXCrKdxcIc>z*!)@~d!Im7gF2qf-P^&c?*l%!p)Sv+iWPaF6Es{G^d6
zK(NClz=q*V)gtFUNBN?=B=ASk(1tHQ_jWZ{Y^2IE8pH9rxx5xbnS5<#3zyLVxp%%v
zBu&qI>g6~mByG5W>z%O=%}0in@xCwdb>X>`Wn#<>G^8HIE311Z$YcNqN61x}h((PA
zP`T#pzmXCs(4<@T(_a9JLOjiHx*u%>3CX=$g@VO1w`{=<iCfibGqV)O_(H}U$&y22
zyuC%vTh20A!IbPCVVXQq9lBhn^GLRYJF(h%edWgK>rzXmnqTl-sWKU9^;lY}Q|dS;
zkDf_#7ib&haJPfd<=qewa(Q>76=1cfDgKFjDBS2K$w+=8%48=7{t5Q!vvTV_(WNsv
zCnTau^xeaoI`s2#=&^V`+V)-?GVNs%qhp~WI1wd&(6Fc<X*Y4Vg|}`Eo>eatN<`v0
zE9MvAH_yKk{=LW10Qs2DC4}MU7m6Y*3#qLJ|6`jt1nAu5@JBrr`+z=M)iIwfLq}2R
zA>pPGuMdHkc}G#EN_ey^RrvKnT5NyybK2+S6JQN^;PROhiEp~W+OTszh3v*Xp`6)!
zK|3Qp2A0x<(uTS^)+TA)4fc;Md<&<f|6BWEu<MM+{_l)Gqpu>zLK6-|_wLJncZvUe
zVf!bRg{C(y&*NRy@5WQ=YKi4S?)<8$rq@Tar~4v++yP@(*JO|p&Gqt3o7pNbdcOMH
zqcS5ep|ZM`_0{!UJ-xfgoKtaZKbJGSo|k6ZV$70Ux}`|2xg)k)OZ6N4HjsR9E2z#X
zf%=ba?Yt_T{m?65qL2xyO!wS>K3xCxIWMbT@;JD~B@kM^x}p6|pM7NC$4a}G!;Dm#
zM63pCftCnR(CFt$j9Ji!MgMxJuaEAvHI^ONe<=0wx(}K`UhvuLCGFgP?S#Pk{J_WP
zi}TsDBrRgsGcr>ryD+xOGiU3jm+D!SzG!Ek2kDB3UHuIp_6`i@a}5h5Hhmb*ba*H0
zg#3Eeo2C?nv9-Vo*am=WMoi^u_L2%R4a{f?Gj*iZX_p~%*#F2#YHf@5LgX;08z2WF
zae93u|MIAexuE`~1ZJF#8S`!6_>gg#A4o<kKXbW&w77mt$to!~wHeV4VzrdB!gV0_
z|3f(n@krC7N2=gN?vuBJ8!W4%dN}V?626GMf11@St5JltuzX)^@*@2p^8fl2wIBO_
z-!Uh&00cX*$?rXxesQ9T57W4!$RVxb;+O$x28&Yi1}brRQbVs<ubR_;SHrhtI5|BW
z#j`t)ehn5>y`@8EcJ9xtj%sm^;dNe>xHu}}q|Z-AnNP1GI=)z81rjnuY60f6guTnV
zKF!s=(S9|Y7k5K?mjk;Ox!=-%86GxqmkMTt37r^-@>?V~TO~vAeNi<bPB#a!=kCm<
zm-Pj&bTQp-@~Nv}@@#)onWrOsCc15dZ>=o!Od=E16#tl!E?;6|V>H(cFC1%saF&&E
zQc`+pE(#37`3@8JJ>2z+ab_yFO0t8GT;<fv>V{MVIV4P9_ZE%yqztWL*g8bM**q~9
zN;sq9lL2n+0m|9Wsgt8KDvejC#q$csz?xy(sYUmk8_K^d&xJ*bYg~>hOHdzwtBy7<
zks-$d;LHTmyAs8+Lo8;4AAt{Ij-G${VCPN~g-fUVmu+7&*OX6ff@0AL5ljh_FAZsr
zGRAko_v=!^ZJ_$GRn_ygwDiAcb_q=a|JdFV_4>8-+`fTorF^dFDVknuQRp-hiZm`$
zy?9n9{w3Ji%eVBSPyV)lphMws;XtvUh^@5OaK@nTRqkUolh-dU=<?SRO9u`Knv*@$
zy$cGpe1#ue&4T^E|J*9^pv3yIvV2<i3*8=z_425c|6@~ac!>BBa(v+E=E8E${C+_q
zxG4EF9}!rJ*iMl+c58e!WcM0Y7Ou)C;5g(3lUpLVLTP*ab}a^+@E1$_oAbo2`UtID
zkBvoYTV^isDYen-m10w(W6!ro?=xI!-;a~9HWr1_v8oC6>1noUdA#E3Bv>e+58`GR
zE+raMR;n*;Ec7n^;iygPhG@4yc_}u}L!doU(9%@60}p8G0Uo?A!Oj3%lteN<eLSNs
zbYSa;C4WsUT1qzxB)RT>>B$Fw$LPFRs`CrYyR&H7^uKHm|L+RL|4^E^aQ(PkM6|9D
zQsjO)Q#=v9kR`}8fv7PTQhyKsW6P~>3+YGyR48}0<W3Rt`q};_Ch6PvxyU4;JZZRe
zM;!v?5O7qTWp;}zs>P}tp1Xqz(yna4*GD)^Dnw<Sde^+)R(CPJ02#GlF1#R6knQS+
zlB@X<uKvqTj@z^3XKSE(<FsG5*OM-$BQ-{T0-_41901x5oXC}F*RC{oVl!2jujXc@
z<AFNn(rY_0SAc!>cNc|k4tRbYI=t^H)N$UhG&t9-E>7R@QylPw#0k-3%Z}(EiEs7*
z>qM{jsaYw3HN27yxV{8{WOpE#yFuYg&RU+{+o>N;+|R$Wq-`bgD&4v=T3W$Y4#bM&
z>9|=9L2s>a8*1Un7$NIfzZY1GnL;V=4mA%FI*qZ%-($Y`GA+8oI+0wG1cT4L8i&RT
zTK9(>hfK8sbkkwuGK+1LTXpqOyl+DK=CEz=!#^A5JzL*#jTA2UUK+G1GnxJ_wer2S
zXZoOcS}+c^*gxx+Cu5z{<v*RaG?Yd^s66D=kAMFANP72#1C#RFciFuqFc=^2o;M5?
z@Y|$3DF%}o-QrN-Z2wEO@>Q1l0xDCY?wxTCQLGp<$<`{2x{CX%UYh`ZJE1zH-d$IO
z)1q~~U?6|B!8pz$xpvERFRxeo+T?237+>F^#JDN6B|ui&SYdW>x_`DZp*3U-Ksz-W
zwxi#tAK7vNMoR>JE)iDZo&zLt`A+c&zgR_51EPqTGp=(`k%AIPb$LtC7`Yk*6KpqQ
z1|%+`=Hpc<K?=MdLii44fBW|G?dthm=j<xE|LWRogFE~_sy0tD;8gP4l#?&-pZSj8
zSN~wqHq>IAv<K18#9iGsV{Ahfj@<fE%dmDdm<G7e%sy{6;GtkO7rW(s>4%&@;y8kj
z2iR!=%1bxxB18~Zf=)8Wl3AE<!C*VX2J*_*Rq|sJ7v$S>uX^j}tyg8?oiHbhv081X
z6(u1ZKv}JmqFtGVKPYIMQq_8DiD_zP=M4xQ2g=8XP^ilpg%Mkep%;S0nR0EP<g<CB
zh}|X!;*&0lDpW?n@%~$nUK!GU+J5wFqZ`k+^rwhiGtMAydzm>t?Z5*Y<UsYPr|^uz
zsM)lg=ZT=I^kg~?#|TxLM>CaWCKN7(x+BRCD|f+nUkkJ~KL~y>ra`e>zn5^ge1+@P
z!C`-Ie1>6drM|Z2p8)BxEe*|js{A(0+s6R7ln2ig@SM&$jW$wQEtC&%ch95DF1rt_
zpqCD7%vl&X^Ve!w0`<&*2<nWV32IsGaSiiSl+megaV|G5SA5Om^;#FYBY_UI8I_v7
zLlE%pQxVUTppMA-&%=z?CyPz>)+<uz&@Z&VLlid@>4UDsJY~E7#&3GNz|(!Pmb9?X
zmAt=`R15FNv|+;!8lV?=udkDD1PxAF{jjmJ(Mg=OL+K3qA+p8kv~`U&^?<W|v(dKJ
z2dl*_S>kzon$r39Bh}w4L01U&NJ#Jfs@+hp9KBQT19ZjS=yu)EyJ1kUv~iUoI?4i?
zUG)ZLaD3Y}#&V$nmNqsfHTUZj4k^2UzHN#b?it3It6(H(D5#SL!y<5Fy}-@B&(|*>
z-S~ryQiv74mfe~byc#~yR}s-CcXjq^3{7JAS2+F5?8mF0Rr}43oe5*}bG~hfUXqc9
znN!VHdMDsUPGv+K8NV{sHQ$ra>?nsynB6KP9v*Pl-&(x0;KaUlR^iYHT&RP_e}OvZ
zdeq-2AMjlUIzL(FDJG<Q&YzwYozfPXjggZOYEp_3B1oyu@Js14M#dUs%v~3M*Isz)
z%AH8e9H~yIuU{V~(J3w`TKY_j4rO=UVUr3xyP=jfYk#*|Qd7W_=LJ7ZeY<r`$Rk?H
zUCZLNUKgkFLhh8wbxU7Hhg3eHOU4JZu(?5hmS61soJX=^u0$S(2<Szi@($t}Cfy^S
zWjE6=lR-?kuwrD$j`g?1Mq7X0CuT!0OTPFB8EpV_e`r@;;FZ-eGZ%K!E8Yz;_O=n}
zUKXq;nfve5mh_t=OoeWwJGKI}V^xYNCSW>>L0KV9tw!$aH~29VIP6;e1>$1SP=Fjg
z;;Yfb$5ULB6SxO||FO~L{71Js7L0n2y}=qRB*v=d)AZEbiRiBGVaK6{kHr({C7Pzi
zE~Z15(ob313hlogA}$}#icpWEU|F6jklKgZ`>w%gAb3Bsu4Q8+;?u7zz#Uh<j~6ao
zw4Qc3x%k#b%<2@UyV%m+06sG%R?eR#y#kq~DQ+iQC-^@xUIv2X8weY^ptbk=I;3cA
z1)oW7gWtCXU|D;j4;F?dZ4{5^6%E(KZEbEP(WIn9c{1x@Id~~EYjMn>t$*cCWdtp-
zt+Yh-vx*Zpvc_OQSu#YFk;tH^lD0S6-3wR!A2{$u=KeW$Zu&AY?zDG^8i(=aWc3Fe
z*4tK=)q$PV{hICdO-F<*kRTvK+Xl#!YJiC0z{1&A?rk(AefMFD>d`Hx*(V%*6p3D`
zRj&?S;*EzEc)m2e6IvX3#PC;D{Ao7Ej{lVvAqLRxxhQ8v)F&HtnX1snmVvG#F6A78
zb{I+Q!{pF$yMRMA4f9BW!Lat$h6rkEoVF25zHxb8^*6X_JCqe<dWz^^gv_^b8y$y_
zYJR-e4q53c>g4l$<k9pbF$vc_xQ<oHB_q<@l%=|#SxdFHjy$5*))LU!)B9Nwev=%I
zcRw5n41|axSDUGXW<BQRtfry!2f*(WG5K%VQ}{YOzM6l$G;;683n91K1!a*fqlcVk
z7A+{%bnqbnq`C>Kvr8HJ(^Gp>n#<lpWsL^QO{gY?0BJxF@ehSutLNfg6r}DHBP{=W
zD^#G70J$;(3H5xtFC%DMdFynR;X3v@wbSrT{bbC<y&pYj_8yfipxKk?LbnpKclBzG
zMKuEClsT3dmE^`~t%kMh1^eyb@Iz%#R*P^t<w&ZGIH-FzJ}OK4H<7>v?q7t-_Cub4
z+Ff5R^8TSN*dPAL^N!It1LtN<Nm{kFlDwQO-skb_vwM*Jy=Q0Yh~*Seh?{W+wP@;4
zO}z$aCkREz!(hP`>q7NPBt+ER(+F+beerDZ%z)rINFuU;ZkOrov7S5W$0myUyyyHU
z%bxAbX_5B`_NcInV4wRk-s%Ng0LaR|mOSNqaerd7>4Wv!uiHoKbqS2Y`S{P|Mn|zV
ze0i=TLsx#SX`xq35Q@`kNs-%jw~?!w=30(<c8Ndo<hb7ryWfA|DYv-ZGt7pD)>5!=
z>MF^l536n)Q#HQqNA5MR2^FDh-w%>)@bCyi<wM4}2A5XkQh&-#YDuOTSvIL>@8o=b
zsPGx+qRv*vTy)gobCS)v`Xs|Ir7uuIb+EEN9gT~VhM1o*&U~?#Oh9i9*6aWfeScb*
z*JG|XHSpC7LR09Mi0mDtvIvKSMay?j63ru)^$J*0OWK29Ir>ur<Ku}xaNj=LvqD%4
z7&4&m!|E7a>qJ%+9xjB@{H)=qyFLq{EcLV0uQN`9Ti1N7nJa`>SY#F%Sek$eC%cyo
zOf(q6F7)$}@05Fv&p9`;#mSV5qR*)t>fLYik5?hvB`1&7>}Q3^+g$f^a3Yf)hONO0
zQbQ+K&ksWp$LGrzt}>7myX)@pKNaQwvbwiyBiZRBz-B2|hGdWR;B+Dh1S`l4W^d{A
z%2P9+EGH2j(t{+XurQa&xhSHklXc(b;-3mEO|6Nf^a|>nZ<a0hHMVpnAM&QDim&U%
zI`jwbU54TxNj;JTzcoG0j&wJ3Y^Xk6XgAIHav^v6+myOM9jDM&1xH6|klg?~W{?0S
zT7;<(R{_?QHlHBAdpPJih!a=EZ6`RM@aJnw<+%Q(BK7CRyq63s$E<68(K)P;$_g_`
zHwcJ=PgXRbboev!E(Usg{q3J^0C|?|*C0m7R^Muwa!I5kxp&PW(tXc&yA{GVu>q7E
zRy>hO`ap8*LaTp^zN<%!wEgW4{YF0ZnOJtoHmi60Bx2%B`R*&<AXZQoZDbC&)u~L~
zHmeS*|65I6_NE8Ff)nPTi}>V*7;Vk$%epr~u?YP^7SUniuQc6kz;i3o^XB(2H}z^v
zP@~*Y`r`@@8=n#^RBjU;uU?LM3O+DWtpY;sx_)2jU!0-4p^f2L*Q~3JjQ_%97=Dc4
z&~9OH@DzvAk-+sIy5f}6u?2c?Ps)=T@|NM2<Z#=JVy~A#nBub{Z^hH2i9<CW6B2(@
zBXi7F)6<jH*H?M+tq>-({YntP3MqD$He86`wlwd}C1bblgj`_kXTJ%NXY{JY9BP2`
zMl?ggj?I(jZz6mkzsv@GZg6?OPU3fNyVvbI%X2gKM~9{*Y^<Y|W;~XKTK0L`wDq;>
z)*e2M{34&gnu@HjAo5`mPu8*s%oC>ZPx?$C2xz8>KGQ$j^%a;iT_m+KGrDc@wf4{T
zi>fc|<keCy>%U7#n68iG0@sLv<*tJS7DJlajm#jqah<lN2!9;GpdhR6yzY5s^KR&5
zKx;Rr(Qd|dqd}O8`O;s<m02xA`K_zwqrdutO0n>h?7B9hFI;X|QyQ!Hg4uh*(7b}J
zAfm9VZ^}MC9hcSkA#c^9D0dTV60ovfcO9h~)IN#v`*QfOxO<YrQpd#Mm5*02$7ldl
z>zTLM1DoCU8)^F&M8WzoHhk;txnO)<R?R=QFZ7d1HnH@R$h(Hjr@9iUHq4atua&9K
zc0P)K{dqCx*4(A`D$1<-a$>J>FaHNjxP>pHiZ(owyUH@zJLs24712xr`d|(8U8T49
z=4b!=y4(LyY5U)Iv;U>x6^#Pt$U7%b$)ox5E?1d9364ig@W>6e^rJqJ`Tig5#W20e
zYi=CJH=3A^$-nV<m)bPS^NCqKS6f<a^RYkAgnS%~!!&GS-Rh>(%qiYH>X_;esBYkN
z=07&2t3=uV6(isOi?aCte&YX~?)D#E3r^IoU<nYgAdp;%ahYhG!0Ga<!~zzr`*Z87
zt16-)#C&0Qwx167PQcG!6<wwVc}`|BFop7N1J4u7W>GBv{n*?^`E>86xDDeDXf9-h
zmFjdj7H!(O9m2mGcyx8}NPIVi42*s_pt9#nQ+oKjFkF>*FZcP2H0zfS@`{VYP9}G#
z&ui;TX9Da6V46`v{YeCOs2ms6c5725)3^*HX-UkjrrZ8iwcVn3fwC_KsqK0NxQqjF
zkku9zy^_6+=vTmydojfP`<8FU(9$IN1>#Ou=lfzFHh5#tv8eB(&smYP7M6vlq#T!3
zSM&V<D1zOzv#gC71TO{1B-D*XnXd)Pz)8!0f^>G>Cpga{vnRsZqumD;YVTur6Bhcr
zeaW1|HxGDzMkvYTDZiP%-eh;yr$>VY4zww)fE2S!78{%GG&Ef8w+-e(ZIL>?YzhYL
zhrL^i_G*UdOn_fG1;`zwwT773T8-F5Tt<>xI|_Oy1#9RMN8%|dM$Q*3EAIdD#wyPR
zP8XLsBYOgqeV*EA99+=Rg&Vdu_;oI0acPyApe>b_=TQBMft$XW)ra(yeHk4>u$j~S
z0mAgI3Ny8dOb0qL1cZi8w;ATdAIsXg$PlMZ-?oTJY(+%AcT_v`!NMzPq;55IqGK3W
zapgUD%1(hAlfD6NR4~=zt7rSxx2h`;1j;mB3S7>7ugGeU=5-)sPtRWBmU;BTfFr@-
z>5FI2tG(7SLi*R?b_!Z!y*)#uPnL+qq)CdA%DV9pfab75T!A9(CQ{$m-e237^X@S<
z2QX1Ux~X3QSO6WP2!1QOr-u`BQuTeNc17^`8MZ49E=mHsK_>5vl__#)G4af?YMcms
z)r@d&d&8zKqa?ZCuDZGm-s`q=5bedFpKt%cM`YA$U@NQs)_MZ=<d=sY`fT6W9d(vi
z8mU@8+I~fM7{J6F4aQ1#J2cinp;BVRBl%v$O)I~UQZaFyD;?U!to*yF>rDt+)_q4l
z;zvGwvWs9nLh_07Xgo4pPJZ&}uWz?)+ufxI{bwhK%<574+{gQ6d^Jw+Oxpdr!(Hmw
zX{0aIXGE0f4qg_^4d&U;xZPsyry-tD1C~HlRDzdQ8&XE{zB5-}`x+eyAeAOBqD9M^
z3wI67DnJT)9w~m`Q%qu0?OfjsBR*cbZOL-3OUlGh<gfEuW+~zYG82>aS5~2tZ4BTt
zd>NfmudjYC0Y-M}wW!%LHrHd+1oIjMYrI>FZwzmlmnnjVu4S@-`rN_aKG**+Po7H;
zRe0ug(2&}#=n}BDjhp#0$vtDCuiK--EkH@nt=p!J4Gn^45f>hhVm8FOEX`!9$0!Fx
z(o|J?(V^m6!l7z>tFTa_6-C9cqDX<TviaAtb&@O*aNN+nY-Bsk=8W*O=Sn?nSch1@
z=xr6t_peIu=v5hyfqFqw-#)xuzjn?l!5`3NYE=gBb_$7~eKm&7LmH2;b`fEISixB5
zTF@&WO~+QR(<5TB4sZEh{83XqJ`MNeLh_89+nR~V6wh1gUtM)F9o(iDx&Zvdq!Xiw
z$+#UqN<+@3LR;u*q>RI$uEav%(?E1#)S*TJSgri++IjvVL)_F0!@(2SQ@*g)IN-}4
z<Js5cS|%mil0can0~vuE2!)h|p~@lD{7cv5f}#nA3HUy7on^Rt)x!e+XNUVXoJ1Dd
zlB()TneGwGa&Wxw2+gr`<>9QRXtY?ZR5fQkzxV2=#zqyK&=~RYBas&jmR8i*b`fe+
zqf;`N3iO19wGLn{FBR2`(zbvy^I4T!q@2u2Lc|gGT57~IX6oDi)t1}fGJC^)vJ-e`
zAN6xwsom!}Z})q|-h+<s!Vx&I!8OOaP%NcFqbk8RAvt+zN+GNUN?#EcX8oQu<N${y
z7K4xK8^U7E1s87}{GhW>l&)pJmnCxY0Y=+j1;8c_3_(vppDptI;(cF83K3MYuD;t}
zMjDrlg4dO+vaLtztCu9Z{*W;MOT?!xJmVIgxR&_C{pbpclM^DazfjLHDC?=hPrUlR
zwMdp69pGW}gfB8t^t5~D!5q&+rIwE0$@c9j1Qi?#D<Otj&86tMGm3Fh*aw_hJ!Th;
zDU~0z?$-HHtlXx?dz-N|R13f$f)I3H5b4yC2LFVq#42ATeFQz-JC(EE_t>+9b4>K|
zyGAX2>kUt9XJfx4n5`m&($^*rpw$Tg0~VICgh;G$1_8RRAztkuN8WP!@DoY4N^cFl
z1P|dF-bFQ6tH#xffW(`CI@0QMrFt1Zlq6f?Yi?%yT>GWeib(CBZfd@+(P{Z|HhC;=
zVY`y*StDR1D<)+dOUny(+_tNu(M=BmRNZzB#;-Z<qYxJyci(dN9XhyAbXy%*8uE>{
zYZoYJj+Q`6-|7Ejt9f?FBf6%iCrjqaF+;lw+Pp^#I_amXpz%WsIDFd5V<rz+KR4}Z
zUxaFUpi1>Y+hXYH!|O$LxQ4fgt#s&nX6~-;46*8FCg?Ml#C-wr-{*9nBxY$`lWdy(
z9-gQDAYK-u8AUM#P_;<ap%V0$NQ_mop{ayqs}b<g3YFxD4WaJwiTrT7cxW>9S80Ou
z4z8^S#a7~}!EJdZ9SBjy2XAUSxRf8g2>$7x<MvbgBP)Vs$@*mj2%p!{(d~*_bi;44
zng+|hnuAzpjK+Y`QZk{&e}qW)DN7uuG<8305x&sB$tj?nXEoH8?&Wft;9m4pr(8sF
zH1E-Cy|?KO{J>N`7kXM2G;SIrU4iq^0JRxO$#|@6)op@tS(&AnXq;I_MxI-SCl##K
zA%Q+zA+l6gp9Zvf)_ORu7&6;F*NZ1MTP%`2c!zlHZ0X<x3*Il>rRtHn7{1Y%5`!Ce
z7D38h-#cvW!9^R!LJaIMB+(pLw+U(6g4o7a6c#F51`Ks;9g_QY=G~5dYa-q$BR&Y<
z>^l_8qk((Dz6`(fCYLKatfl3q9$5*j51%Ai#8~|-elFuIVp&_2SVyW)0MqD>DTi>_
z!|YE!{!Xb*N*$Zmp3Vd6;_%8N9QQ`<c)1tfpBw3XY0%4m<2HW}C;tfzh9eOYLcN%+
z6uXZT*mSjysEC)Nj=+TD{;|dN{@f2}IpX_W`-&;@;~(2aw?s1%^J1pE7BbQCx9qLT
za7K!f*Gw}PTZv2T;|C8;PkP&(I~6p0{fhQg-pg@zzV$6HMgmpSDR6gOje=5CvQhIz
zG-oA6I`|5afT*X-Y^ifzM4C?o#B6ot<Yx2O&kLv~hhi5#jdjCxTGmF2UH}8^2W|db
z$y|7_pSD8y&^96EWAns2@x2Qi>S)%pGhZ<Xtq)Iz+U8H3PM(vIAh>NgiIZ42C69b`
zX;;QB{sGeuy-h-ln`CoB05jb&{rAQ81*Nnx&*SdBIqUvHdPdV-<kmNA+H*-`G<#8X
z)RQR4!rfZx!ZO1>IQY1IRMc-H9}Vw4z$k?gtV}W(Yq!@G+LdWnSX<D7j?~FCQbXUZ
z5ThgNv&LjF$HzJgR9Sh9cVFE&Zuyz|^;5UAw!g@6=9L7?^o(0L6sQ$wLMo%~)VFyN
zES2m29Q1gb<2#%vFrLkZL<6zlwdfy;wB0uqoL2=$Os=y#Lc^)O7NmNV$<J%tda`|A
z?PA}poRn6B-|4}swCZ2pPFkWF>aWO4VYIZwcN}q^;0t<2(m{RYNogS;RI_`=+*5+?
zt%YY#sB52)3u|q`;dcW^>@uG6=sqpeF1ERSrYo{dDY0X=?y0ai^21O}!j42IZX`v)
zNyqdhF%xNQ$&gY=0)1*`?EB|n9Um4l{MC3<H@HM9i677jkB^%TJ~0}<(vJ4)@haq%
zsu3GZH}-lvn^<-ui+$NWjXKL4H7g+{YKgJcKXdZZtCPZa%oJlL(Y(Ifu5i7_|6j%Z
z|H85Vu>R-3iL_|ehn+4*plN5F2Vnwj%a4sD(%D^~S3UDzFZTYf?N<VIW>99fqYiN@
z3zZ{Bd=Y0mjZGnyd+GJOtcbYyvkp$+K-2D$G@H>6+9?9bNxa|KKRUbG&+6NJ3`Mdb
z`Fl>eM>blvs&|5Eo@DT1b@lwO1?LIdr`=F!AilTyAKN=xIzX+>DN>U=z~axs_L5s|
z>XX<NPuLt(3!^k^0tay>bSLiI)?nCMce3n(R?$ZCAVIsR`K_7<DOZ!w-LU15o)OTi
z(9{<XC*q^W?yiO9+Xl*)p0$^ET&Ds@WKbQlvtA#BdB5=Gcs0A=%`wG<l!;OfjdpYe
z4CL=$8U1xGywK9j61X}COWy$P9DM9PGuaz^sP(McHF+yz+v}+gtqcP2Bd-1_@IJ3C
z3{gul;=lP)sYj`sr|g%Ge?}qzs6R+?cQ3MTw!%ti$T=Q`Gz?LF^;xF)fXR4v^Wxqd
z$mQ0*1#h)}!sVV-hfh322u>#RvtLlWI2t!d47zsVk;u7E)p1lJJiXAn*dh!pWeOqe
zuI{8|UEf7dDV%2n1gb`Rp_>aq(@*tOqn$OrpCT=P$`AXJq<WUMX7Qci$@FaCj7&&=
zGy+8RGv;?TMlGAk88jn>S9=Z3Wn|Z!=k1e}*b16l1@=5nlNN*-k6Yo8?$`Q!>vL(c
zNQVA3o@mlJeWf>VqCU(ZAqll)6v#(Q3qY}>z-zX?*Aq_ZhHC9ORei`uuD0w8zr!FM
zo3=;idHeYb%4*6;)%R~c<o~2S;3BxJKKfobV@)RTkEY6kehH<v!c;YrR2l05M4z#u
z0zr2<Y}19peA9$K@V1)sH-2r1cve#y)wdM)nQ{l5g7F=C@$3iuWQg;_IQ^xp+3&6?
z6EjxSid8=u(8w3hWz^FqKFG^dMG$bWhPJ=ZxlO+kgaGR#tt~$E!+-SUj$M9+r2a?|
zKNI`0BsxVxp1nt7{5dP5DDYE~>-8vObGs1N7inOciYqZfNJo7n*>kjdW#?eEvbCA%
z-tOKUx)vP@)%%;ht+3Qv5uCtD435?~P^0?4sy7RL=YOZ&Oj_6>JQ?9Rh1<ggz+Ja-
z#KV7V7ObdR#W|Cjy*lcaNYyT8N+z4Ld!jtRg(GIW)V^1zART(DwY37}uP4gj`}EP%
z@w`u*kE!eTQ0OuMR@m)EtE!=HH*CJ;Lt3ROZtOXs0zaqLD>GH|CP2K6YH8VDCSt|G
z66Iy<E>2>jr7pGd+a3Na5(pD0E5=7bCSMQ6s^O`=Be}}4>P?nOwq^9`5>Uf#?3A2Y
z=#{5*sIKSHjmo!V3q*NSgGczaw<<sGlY}k3ze^xQrw7_kJUDkJ#y8p<P$vi@HKeaA
z6-J;<5<dYyDc2^__uW>?nR%1Kb!Z4xH4h6Q7T|=uAPQI0!Q9l>F|py`l-ny^#Cu}p
zZ&rN5w6W)nAzsltpdoxm-4X#7;B3NS7HuYDT~a;lFA4p}#-r^%X?kn*(ExnO<y&on
z2I5qBI@E2aTR5m(t5x8O>hwpxDebM<;y7SLo`rQ(K<u(V)o!e#PM-VQ=6ujK+<c8t
zPtGLF$C@0Zlkep8MfvYV4UuoLE{{|fR$e^gzbBU}I`ct<=-bRn4mKK!+9`zYjXd(e
zw2I^M=(7QK4gA_rJTa^x(ob@hJhV++KUhk63G6Pa74-y9>)9qJ>z`f^JTc%_CFP2Q
zaBU||71!ZMEb6y`GFy8)?kZ1j`9iD;YjY<FxC%0839uW_Ol&#Q81UQ8sXI^$UsW*}
zxb;@hP_E$P>06u?MqJ^a^5P+HfBm6qh@Nn8-LsJulB&Y?+^Jm7r?c8hAbO!4Ev=dJ
zY@r`2KXZ#rLa*jT6AoFU_z$q0cQ%7J!2KR@$D^^fv9Xm`xhM5RQ!ju0G<@ubSY3~~
zN}UjiBO+TzeTVhWW1Sy#;AVIs_aHv4vYIjC7?05{WyVjQu9E+vGlqo;RcgKutR`k<
z!w_>$614B1MW307v+)NpM-q+W?80+G?CY%Ja5Z`>Db))1;snxS@){J&DTUBgm+UI$
zYBU~)@SGXSzeIzuvQhg#=NV=%?>f)P6o*@~c5ff^G)}w$S~Wh&AD_A&t{ok)!YHU&
zA`KMkXP~8s0b=g6#QqUKw;m!B+Agp;q-K{ETcWm2`A~G8cGtYJA`6&*QnufOOGfLp
zxvZ(Hfo$^=SgTH2IV?YmA-?SX{OZ-T=;)yZYJDc5VZkp%c$bcshzXLy@8aa#`hB~N
z{Inu{W957LfnVN!Q&iHA1odq9%(km^+exAYcy31Y!{w!yD-szn&*W5-&y%+yXf?hd
z({{UIBdyR+O}m82yU{`J9I^PSq6ePKVhNL4C>cYTh|*8*4aJsX0eum%pArNN{+H_U
za4s|7p-K~5TEei*Qf+GL3qSpso86tHv43p-b(_C2lf6Q_sqI%rK)YG%V=L>I?p2!z
zBE?c~>boW=+a^u$rpg+?3)R9K`<g%&w&rMBb=?(zVBOnH$^NI`{;}!QnVDY8^Zj)3
zn&FN8%OJ51De*6ZMpM~59h0lO=BG<V9c4FKd$+@C!R#AsZT`|>jY2$aXGJgFSLwcR
z?VPVJj_)9iQGZn6oyShzHbphekZ64?z6#9H_PZmRjx}JEvkU5(_+|0T0>H?lre`O|
zUV!-=)W+ds96s&R&C=clWQdW3|5(&EaV(`i<>myK=#H&h9a?1hA304`MG`0Jar71e
z#0QbVn{QXmiBLf(5UPHwB5L>z$Jt7o%b!QQeoFgLiulke&dE~!UezhM$`M3f{XPq+
z`?h@x0zY>xb9LzNDt%*k-bk&DGm>jD&9Po3(z%vgGGbO4PHm$KB9{d<NVlcWQWZWQ
zmgM_x@?CWZx1KR=TL9Eljs&la9lc%~7}by)Ito|~VJR0;EUxoh?DL^<3T%#iBTYs_
zdBPom2IxVC@J2|$sTdI%E}!pLR{K-89j^~p!_@pUM_@G1)nHkLV)BehdENflPy;Qe
zXP4AgFUIU%j?0-uZB|#66HR17rKy5`;iqJ6cy8G|Ip*JfO`XLkcK(+1GRioLq*OCl
zQzI4(T!NZqfDIDP{lrX!URlh#K=ITznZT}=F8b@m@akHcd@EB_>m0{)mS4QTXy+Jn
zhnpr{%tZZTGnBT9wO{WBg(g;|V;0oX+R#N1YRs5_4oW*!sjEWai%6-PCmUOb=s25H
z-+yzHK5{Uw_z$|l|Gi-R4+UF;_54V|rX$S(*-agjR?XPdNWb&M@-p(~@=b!#DR1}W
z!<O>`8#Vkljw4T~%uO+E)=K@P8rAbh;I;tYMeMxyq|89xEANA1Dm~cWghlr+8^|jR
zl46Eep(Z7@b)c}&LXRDsi+nNVBY@f^zFsVn;;#4n&q+zq@po|^N93Gy)(bXpd9ZTH
z2=zd8EYno_xs*k!EG?5TUwaUAc%W!1GQQIS^Vh0U?!CBrb;tY9WjR`{oJz~H)F_^S
z({4`+Z{4OzV$vq0B&*E*epMi7!Jw4r0n1j)n2e{Dq^Zgpr!I08W{o~hi8_3RnKz?)
zRvrmd52UoAC|PGk`EGR07|5JX{-kKA=lN_7ZKkG_^ZtF^VsCPXj2Z*wnZEJJuJu8-
zveiy<{Z3g(h+RFcFERg6j7f=nmi3SAULQwK=JppHY&vcBd_XO7-QiiBf$f*qLXpir
z?EuUyGEiD~h-JI0Nc1<aODx+`!9?bn<zuQmmv@!}h=+Arc?#ycK2xSPhcef~!`F=_
z^}n0SJubaj?ZH=)H|tCSpA7ob>p7J8>-NCkLS@!WG%+Rq(W-kTYi<|i#~{yo`<EN-
z*EoboP8v2gE`q|lf%*Z}h-L+Wg)w0#?qTqge{9dSeY&{I>A-tC>}UTnq9i^!-ur%I
z$?7L7xfJ_(qG(`SDYdRpe>s@o>Kdw~fH2P<rUTI%D4FE}23(g5k{ZIhrdu;nG+UQ#
zLsn3cd)SNo`p!I#eN3lYCfUZ4cQ>+Q++7_Xx@>6KVvBa{c=$<f1a1PAsaz#~%D8iG
zMJced-!bJVec0of{h=iDC~snhsh1tm#o$E9jlLNDQEqzDoy$b%R0}?umV6es;ARi7
z(Mg(Hm66CRtEc#vHKa>D2OB?)0*ujhDZ>rB&-p_5kwc*u6{1p&!<5}B6PN<1MUR4%
zlcLHWP8f>4I4Nv%R(&#K<ARE2eVgSDKBaqM+Z62@YEhymWs+<H9GNBAjXb>NbOxEg
z$xhv!1>Giu!4){(+l_g?P@XX19<D)7*iXlJ4OQ+BDj>Gth!9F;4J@SfL5Z}P_2d?-
zHSq4QMZf7<#H3h5L~5%d5_Kfn{k;0KZw={{Y0kMICYz5$$_YFW&YLlHx{75rT8ko-
z`s@(8%8C0jRO%+h@qP1UWAEu`ip>Tvrfk=UdE&_$tsxp$q0W+~3x5v>M#9ncm61K4
zR_Ud}_g0#_LX+>qHN6%85B9z?F6ypZ6cq~u1SO@E?(R~N7!Z)|&S4ye?hquDlvYx@
zySqU;h7g9K8-^LW@s7{?yyx}&&hy;+o^$X0=BL@S|2x*MwO8!5)|Q2<4xc{h@SMij
zAQJSpakAlNr;7bbb4|_glyQ72mN>PR6}M{~vSTMf&v|t2Tl(6alqW8N0E1bfSQ?2r
zvs=w}F9%ACOUl+yO2Ek_Gsjhz#mue=>N=rx1x<|zSp9(x#aa%^VyeRjo4C9FI*rBE
z59u*8qh$cx*KH4Z#(;b>Jpa__tW&N_>A`I~)`^MkLO$9$_2QXWII=oUqk6yGi!|(k
zYNxt2|LSJbe1lKig_vWDnp;UH-d&$|>?O>RmP&7Uec$B4@V;ls(MV>4^Dd;Jg>+bO
z=&szMt!qiqOO>i3`sQ^|;$nf9i9d@DI^flgm30f2r`^}hb<K&&&(ZS1S|)XIW9KuQ
zMGsmWhGa7>LeQd7x7MxaxmlkV3)IxoB;4j^_&gvM6UmK@7x?7r!lm}v$gB(Cfj~2z
zC&`}SyDGegLkVvyPIcPRhFX#HZYX(14TfG|dRT~5BZgXit`Nx<OX`h8<!)*Gn5aCu
zs^sDtK+_ZbXo&Yfz0>Bn+}LDqb4tTu)95g$1?$pf(TiIFWH>@Oui(2VpFz?2NZ!nx
z^o6MG>LRPKTX5qi;Uta23RX7v;8-De15Cyeyo0cW(4QaQ(+tpOY65%Nv}9_ZhAc*4
zTfK1=(Le=E7Vt-u0FkZ*g@y9GZ)*tJU*Jd8ifhO)lq{<Hb!rv}SC-v(cu^8~Ji##T
zNGH@*hjz`MJ)?U$EL0<#m2z(_NfNtO^K+gtS#-aVy{%Ad$%~Cjc5pXam;Nzw#r+3H
zh&btnu*-YiVKTJy{gd;qfXRHv56ews=y;j3_=$rxl&0|!G{)aB1@1-%@0Wf*ujsro
zXyPO8Tg@y1@fIG=>+U+Jbk3=UN!h47Bh&X=oLaK8am!E<OGNLFACDhm)CjmJYxMwc
z!<#ynmekqEArEYZpK#v2G45EjiQd78e21oJ4-suE_)K+5cE}?@SKkH8&hg=_O%*C}
z3D?&lQ^%T;!Xj0*o}a(Pq}FfGtPYdOzmmPp4D+g+`e^yR6!|c=!DaNcgLMM5zFyM+
z)L&0E$+X|+G74$BMqJ^KgCsCL71B;MC7T;7qLhfN6Lu1$n!lLZ-CmL_AWI4g_zWR{
zyv*FI`NR?z2a&6$gTB9-3F4ap<s-qYNC&>)fHl~ONj%zn=g~~x)cE41Ittl!jr~)=
zFRUYJ>A?C)#sTDVd)C0(7VVJ<uHNHBOJ%*&VTwAf6I6+XmsIG8=Wpt}m9VdkZ?zYl
zQNqs1)t$+1W7xP_g9&h46rwwI%w_^Z8Vip<>0N!9efa#DLQxH7;N}olw}bX%7yxRQ
z#jfq>+_GS5m^$4Hbq1YZItx<;Qxa66I6CnNT@}0Cvdf^wp|$|qI|rmU;+;9~W3`%L
z;PUt;Y0_(l#0lKTI?%8=sd1dS5|{oIFG|C{Dbc!6(D?PguXq2Iy7+}SVPm*-)AO0q
z`hgKWa$5)E-&J&@wT(Aj%ct5uola*ZoU;t-N~XT9j_SoP-4``G3;4hspzO;MJ*=o;
zyNoLDVzvt_BJEZ@nRa*DcPAOoUKh6CB=%{`I!mSsyi{L+p<nPtd5Z2OomVFl78g5(
z=*s}A!?y?79)`<ieq4#Ti^X4S>Zd4uS8&O8VmTz7+fT)_m`wouqzPKFU6+)mK}aX;
zYz=^nmJGUCU0(^KLp*uDJO$kj@@1=v+as(+(N{U;0f8V)?qtRLbO05h&-EWNaR|(E
zjYF5CxCV9ahpi{eGS;d4g;oLSqbGp*C#fm(qUM45S?Vl0S;ZGt>4%4!iWi4aeF)yA
z2}<l}*pIJ;w4-p^I_2>s@<@w~SKc){{ER*4;F!qmQ9l#IT|d%0f()Tqv6>y-jwl2`
zG0A8)QDaqsA>AYU+9#waC{I9zt127X0@76ytMuZiPUv4W3@4My3AhwVhlA?pd>y{R
z^#SAw8WG01Pd2hX4{$<18O3UU_%@q~;XZD{?H*OQ)r}UB22ZMlC8^ijq+W7rcF1LE
z_e$|GIHLFZlzwGR&MT2NLz2t8IT3;9Ey44h97U%u57d$*O)W7)a=pr>KZ%IQC1S-1
zy~z<ZB_I9RXNRMa6Qr!1cdtj|YEEs+0*<_TtKi8dSDfj%8k50t1dUhH?b$sLS7D${
zRW+20kW)ldY^2`zltziiFUX2YEXB7>J*%#04CcU{x2m?6x;@a<*9-P)8S=GPPQ+5&
zi8LVMxq<ec;l!wevwyLrAj0CQJfr`%dSi&nR9SOfhXp>pTLj`gN7R@cC+=l*sGwt0
z4!4&)+?<J-Bh(jP!%;w_hYb1c%<@j25UteCS5R{cy|H&cNjOsnE;EE>(Pk&<ad>~s
zV**y_7hh=m+a56u&%D@naT?8m)D=xBM%2f@IxSfM(JVv|!+U<(e*+g4ZtCO0<iqbJ
zj2-TLc^13MQAhk1(Zo;wiPJ7=h=HwhLLIeNQ&9-D+1;BKVQ;~zp7T~!!c$4zy&e{c
zJ>O;rxrv~CE+0X;dzK{po}IdI1Uc0?Q8@34k?CUN2&j&}jX2haCAV8~be#1Ql+j9~
zZ3BFDG+Iq8gO4i_RPJoOa&miy<~<fO+oh@<<6(;6XLX6rO$jbz!<H3bpvSIT)=<?V
zQ2Yt-98&_8ii+>a=No7?JA+;iDZiVhyr%0laK_~swmuXKgA{u}T%zM(9#i$(;G*>w
zNq5I}GH6nfWmU~IB&S5b(Chw^66vW(yR$dJL{_|7?ViV_aMkESX)sAx+J#izP0d8_
z#Zr+q&Myo$BoCH5G6GA2^FCx@#!!H&kzPVJQPnl&70n6rY5mfn`GNq%{XWApUbOep
z)=S-G3K2t;Wd{eYj-+F}H+f})-)goxeuKR2*n3KnDE?2l&sSWw4JN6ug|+%lgFs4A
z@T+lX%X}J44mXwWyn5JbFSSQspi4)(#tFPc;i52(wvpEw{HnWgjDr!~ujV-yz4n=e
z0}iXD<ax)n@}}2ZI$se#N@Wcl>kl#L6962j7prcrX(4)YXJem%&~?+xX{=u{><DfX
z@o*0>_z<D{QxnGq#%bRo!`{MipbbtJI9QcY@aJN<p=f_sjK`phoON@V#pH=z#T)sS
zhCz?3tsZqU#iXs?t2}+51unw`krFD`oJE;1_Nh)o;GUY!p*y&!wA2F|QUPFnNbAZS
z61GT^L(4=>nOqQ$9n`(3>#s&mo(P{C+#Z{fKi@J9%rFSM_Xf<aHM4~@Sod1`fe~hK
zqZ#EA)+n@iG!aDsEKF1yi<c@Zs~%krbX|1~jTAoveE)7D626kK+`g*y*#xLj0BY;)
zJpk0{1K22or=-#ExmDJI98Ng}E?|gD$;wI7VU+}trv*x=?$mb)@1E{9vG9CI$>H`F
z)}s(D<G?mHI_>6t*)<g;S*Y=I6??!fj{C7Dz<k~UzFws-Z~^C)%%bwDx|C*l1;@Mv
zxEFJS4uN0INtD866m($t^vhlZU@!dR(&x(gN3QSq8)#LMvAn310-t!wm2(4}g9c;O
z{N5n$2Ed2xQKSm5*>r5)MAZ3sBxt(xCWQBHmna}c>Pg&QrY8m~uoxib6;ljp2GBZ3
z{8M=Y6!H7YDX_tO*Bn(<T(61NGY^r^bE|6)%noj4++YcPYa~k^uHde=p_vtur)*#E
zP<67V5!Rr+Q(v4T#W;kk?7RwY5qs+v;C`p42t<XS7OiutS^x}ju_N|pWqo!*cb;iw
zLmksgt>AwdYIpFE<b)jSz{)6#s?bB;dtY%7f(|m?k}##vd~7F!brm4TcB$xd#^bZ*
zr0Tl9I25)=*0B^HM8Ai#md9SpryIubraJI(^~e6oZ}i$E-!4AC6;T6UO!E!O+zoa$
z%pG5S^Ttj^0lpEVUzDA=-P~RzT}&UH!y7$%302x1gXzJ>n%P}xS|w1S+OEPBrkbVI
zdpxee`(T}Wh~$UuBll?3T^=mb+MCh6FgM_WlA3=`vgGOHqk`94&%mn_J*+A<bapR5
ze5i`f`dGTmtbTJSJYHbw93};AOd#%x2%5)TMuAJ-PZ>@uk2Ol#73u-<VUpl_(xT?!
za<OuWp^xvQFj(&|JiJ*Dw^TM3Q$}9aB!Kh89WJs}4Fw_QRSJ{~KC08PFfb6spX%>i
z8LC4EK|PmBr$NR`VBG#!P*MG&t;t?bi1)BhhSp|jJ3pb}5#|><3<RrfrXyuCsk0%g
z7z8A27qVJ4o;kPKVE8JzWEP4iGu@}MDtCNv-55bWW(G~4aO`#ZV4f%||6yi}1ea1)
z5@#!iCaUgM<glGV=XjD%_!Uk8b9hoL15kVB>fD<i8D88-;jxsgvffGtMg;k%_FvFt
zr^B)%@N>O-JdSKvJbV1aV~70$pFLKyQ&CB&0ihk^v&U_yJ&sX{ZrCzE^--*xs7k~U
zztE_FzFqa1GuXQG;(^=^2A8<P+2vap`!b3d)>RaYLb-Li>9fIOF-$eLU7+Weml2Yu
z(B<R3lW;!WL>v{5)ce|fBUUKcESj2{8)|NLpZM>5$Gvwq+pR=|v9*zsLO8Mt0AiSO
z9)t8<`@RgdQVo4pWY$9SZF_?6*Jpo!LyG--MgE79q0&)LoMN<Ju$hw&htZZ|)uGwC
z4KJKX>SUz_UO#1UkQTtudT{HIuiuaqeZf86LTi#3!0gAGyXPeJqw4Am9#uZ<^@h#y
zg6CWO!Z?rGy&3nI^#O}W+%261-5YCFVFd#;!_S@H_paZ{Yb#FBdM)KD9J4U1sn$}Y
zuwh(a0@*QI1@Fj%7KTX-wfgh5T~)Pfp{DGVyV&<rXki`Z?F*)NMfZYZ1B;lwr(f(t
zJVbPxj@bpt)nLk543?I=O_ST;QKB!45|6fZyp9VpT|JbWpsWY$a2=RvWS4Jr+%0lk
zrLSuN0Y%J;_3u}78-Q2rP4&TnxXnxgXg5wfEhV)%L_tN0GdhwPbKlP6ygT!3b|9Qx
zO0m8Ni@sFsZX{{O1w#4OcwdUm3U?<;Je<pIF0}OqmGj5V(h&^i852ch`ZJKU4B*cZ
zZ1!lCp|UF+GT#jze`lq4wap9^X-BkDucvTYofr97BD@k;tB{r;m*z>{9KX&<%^W$U
zQGs*v2_pvzhRdhT9M^r<@E;ids#@2b`<F-rUg_Y9o6r0KKLUnK(tK6=`Ge$)TvCin
zQ*z<4i!jk6d`1r`MMaUhp-H5D!l_Fqo{xD}c0ewFjvLt^*ow`Jdse!`zMP)B?>X&5
z&gX*+fra_P?0CtJ70pvHuc||u@9K@3G>x&75o*Vv`U7c678-8hSaU(@(1##QsOBp<
zZvP~+!qM>>Ur(zPDl}Y0mkb3Zfgf<LawqNYVWr%Hbn~x=!FjqJ^pK=M>Rutabr*()
zr#@^0raA=itoqZ@Xx|vc<@Jf1aVmQ3$<|XfQd}3GALm!38tKa{YicwJlQ)mTzGOBT
ze9Kdi$~@or!=Ahc2U`=2t3(iT-={PR@mA;LmQhlg9o3X|w8ErcZf*^d&%=#{W8%JA
zNMd$sW9+pqDPNlLbF?3$8%0iO*2lt%(Z%}T<%y#6Dtj#*TfwzlgaqIp7>?!dj|!J{
z2=bT#7o!!R$>Yl}_<5v#${~{?XZnWw+@P23XbajX#;n>nM(U3%Dbn{MyZ;dsWeb3i
z1hSOL$uadQ_EHdk@FYfG)c3QJQW#O)d6`+?>50a{wC@1nUu|whcFQP7ZtES|Idb82
z$BZY;4WD212FQ-Lu+$|u>Z?0yUA}sodEM!eU9Q{A|7GG<%+b)~-Mxb2!>ga(1wgRA
z<CZx--j&4(?W>cTm7c8`+>$gOiys)E@A9ClG$6%QNn*sjZf|lFp6UCDtj7h=!j-&+
z{RRp8dhcic%gO?j2(KBQXMa9R=BsML)<n%^@kbPYmp9LAFKdj0VvycSuV3FP%-Jj4
zm<(_|fV$|E)J<PA2CLKPU}aJ)9se;8e3kllb@%8l-8F*_Lk8tlY_-8}jewcdP9kcL
zd}j{{lXWULWKuGt^rs)?VObwIKPlXB9}eOpJxunIYk*b>+O6r#wU5fytxy!+Xd{0=
z608P-c1oti#Kb$QnPnDNb8jmLU;wS_#dFg2B!T(UO;w$xQuZI|xku&vWMSc5+DgmX
z&;qR9T9N6>D~-_4y^74rXuIML(yFu<&nbw5JfAM55-W+-1T>1|ZdJ6VW$9wOB=+4E
zWUKV7YwLEO<lE!59bGG;BV4l-F3m9)0DX?vsL>D*AkwTJgU#tSNU=UjlleHl7#p*H
zkJ=CKS*8E73bU<?l0|*OL-iYcO^s774|QPOX0=}?1xMX09=*G}WM$L0^JR#4X<fjq
z%IrKY*(+m9;9N1sX7W5NW*B03Yne+nR6S-n)bCzymIh%OSqyxc&hhdyv|izHezzl;
zK!B*y5+j727Y}cXER^WI<Gwbmv4GfHE*$s9a><=~;3CUJ_EtMims54>*!K60jz!Q?
zqMFgll=+os+>TfL`%C>i;9$Y#9MQyXW$Xh5L{(_{Oa7~!T9rnl^%Q0evW6Ul8WsIX
zMOBkCmX@fLxx3mb-Adx+2Sg*&QX-sL!G5?yr|_KCIArVLbRUY*u<^C8bEwODuy~Q~
z^o5N~@7xf)=DQlIYFj2HnSaVLQ7Vk1O`K<P2l{5zlcvb<yAX2?zs4hlCl76(o2v-&
zy=hxwmQsAY0-er8e0M~}Zp$Pj3jtgJWs#=>UHh96MN*6U#)oDa7A?A@q0Emzb@tZS
z+`y!Cr5<l&b5feAhr~^xaoCaKh4u-PQ5hS5p1k}#++Ei@nXSY$u@F}^Go-DVBT?>p
zHmJS6Gl9N?<JeDY!05Yh&6gURJ9t6}eS&tAr+7eSd*z?#R7|x6!jn!SDy4PMo|NQ~
zIWv;oOtE)sei{f&v&PArldjO!!Pb6IgI_vZ_%XEn(|ybb4|xEKXi_5N{klFYvg&vq
z>~-&$5JLD3N#~R?A(pV)IQpsY+dz1hw&Fb+OtLoKiBW>kGzL-@UMHpn2$}p>f#3{O
zO7R@o8?CJn%ct)czp=HD%-o}{dA*mg9>;@+6&#vR$3CTrmSF62sRR4;g5`c-OdXlB
z$c-H7+iu;GEBA;t1=1aL4|s3g>((DqdVa5<Kqnb9Sq4-YU*Igi)*~GGJ~$da?LOVo
z%NZg$kv&@6C`ssFgmyGQS6K7T^CL^3x#aH4vP-7EN*ZMq$eat%-3BXD56*kFQnKGv
za`Hv}Po!8N9#o)fbxd}7OpqPs!TL!TUV3I8C6+brCBU(+oj>A4L5r>ep?_s9Z69ND
z6jrk8<aA2<XYK#wtMq^B{>`JOmB+e1wKIPF5}H=>{)i@52J9>P$$N(|AaPZ5R`Wqy
z5T?;u<J<k~?$~Aypd!3vFzd1*$u)~XSTym#2T?96eN>omjHvvc9ihZs<|h)bO)I<a
z9AxyE=SJu!42IH8gC=pO+X%KnFu3X*=7rm}<|VLjh3i9nDzL~OoACp~x;X-ruisPb
z(=NKm&bn)6x1tAVJ9}xmPJ_XM@uH-(<Be;sF&h&jW3K@YyS4-WS%VdFULCx19dTP>
ziBm0atSM%`Qu(w>KJuLXN?ga;odOwn$wl13;-#cE;rZQDvaroGx68Ev`x`r<dT}?;
zGcKmu0*>1ipX_vvtlOj7+S&5@2p{{z)(B;0#uXz$PBnR(4sY7|$PN;NOXwVroIQGv
z4$jW;H+3XJ0#4f2D+AIZI%bBxib@?zu6E?~9!Jv_aSaiY-E@vy$ZKVwR&DDVD+nw=
zjRY`BqqX4Da@P9n>y|bRh%%jU_QKq5mXqMh*)yB?COX=kqgA`6#0|u8?AC^`dUs9!
z<>NidkKi>|L)p4<v&NQC@3l6fU2QuS$A}YiS$OD*hT|ixP;s^rxD1{p`^S8T5QBWh
zc^^yb0;TQpj()7V46-AG<VOinhYD;Do=_2Qcw?a?+U6h5zbMq(at_NIG{2MVT0Qbw
zYP4@SmQ`)VR>X{atrRV6(wD(e&l9>3p>yg(4m7Pc$JZZ}b(itlewX9377|g+&@1kp
z?z$MRfUbIx?yn-C26OszjaCt&MNG2Ygz^NocZ~-<Gfn#m2}jNv)m?&1g!eV<!B@NM
zaB(s}pPl(2hnB!%)z{JOIGES00_8H`>^lJ8dHgHrGELz6I;CIpQhs#$(sDoPn_vfs
z)J0Ve3)C?#VS8qMW>wKP9M>*;1~8{LsXT$CNcHlO?BeAho`YRdO&m!)BNdg*cwJAF
zT99-$S?%&7<(2A|XtlacKAjPlfz(^Q9~kAvI+IDOJG$GwBzc+VJ}#p!<9qv;YH7Yj
zVylu1?wbg*5D+-3-Xmu<?V!u^?7*_wYVPUyr2xu7XDYI!xC-)653p!f-;|u?*RQCh
zq8ZNEZzRHVBkG<y75jbq#@A9<uA!ccyfG$C8RZrB3Un^h-XdbSg6-U$A}ow78})rB
z4Tn<`@Oepiv7`231g@uiP{;KH=+o1;qBz)_a||_QVV2FYlXs%MM$R%Vd<5(t?VkbK
z_Zq$xsH-IlXk;8WPcsm~qg2NFK{}J(5QEw8+71`@<rD@FgxH6MuEW5foq4cmvEd!p
z9QCW@uV^1g{x`<Xp}K*t5HPRrW9Vj!S?s{@vs`YOx*+6zny-WIkVn#S)+L%Ur1XiS
z@(D~VZ|kq=W9Z}9?G!h&Y?=?E>kSfsBggY3K*~o}o(>rdzL#jvL14-j2;pE#1cV$F
zqAxzVM67-DeWPf(*$Tlu%sm5fvLc`db5sFK&7G@tFi22L#J+$;C0RC~Kn2{}hJMqM
zkd%0-;&R0+gbX&IK#3<VQW4H<7~()yQLEL7VD{K0T{iYXwol24me(VAYr~Co55j5>
zPNaEs77CWuKfEu{W~!@Pnk@k}6zl4ORWIF%-zUom3W&f(iXa{!FJ82ei>@qsk4h1R
z=rkk~6#y^d;c3mBLZrty3fU_W{EX}>K=C0nHs-JalGm+y%NRztqTD&7^OLc5GZSM0
zUD+@VMF5MN&ULef9QS!N2xpM~Y>|E!nJ?Gv(&dBwf~uoPQ?n8k&=LUVU56HR#}~M|
zV}rh!u~f}KRl@r9Z@#d2a32=keOnZlUg^m_xs1Gl_5A2^oyx2`mDRl`H4b{1tL*Ab
zLgKn}CrawY`Dn)@lwv69CXNmtf8pka1pu!v$iaiM&JLJ)6|!@D?Nl#CyZ8n}+vVYo
zxM}pDqtTvPMnuWIi8U4F)rO||7RM&uk)Z%>X~GHOf$Od#n~~-#ClMdgQ+Y){SP$2B
z%8ijjFt*~9V}sBA`5A4QTh_LXZThb=60<;_-?~DKD-OxEL|>z$a`bDcB-LG|+Z>mB
zi4SI(CC45j3n%j!$D%X%mv>+`Cl%FU;)wa;IHgG{g72rAYUAS1q&(1JIX4qr{2PH;
zGc(Pp*&U$k5ZW;rX2m`U*MK)%XwQ0R-duwy%Nm4Dr=sFyDgv)5udlJFZZXx95ffH_
zOuM@Y2Tj6?Yo_*vBtD{_b)$8zL@3KHeU+1TE}$QJ`VK>as<dD`uN0sAFFzyTH>G0g
zxex`%o9erNmSqlWu{evJJJvm$yVyQSG~N=f{ir=B8hO}sbcS$P6=X=6bhQCzyV@Ar
z(b{)*>G0ou8WaBF?k6cP9yz&T(`sc^MQ+X4=QG%0Oh@RKGpX2(Z_w@r+u6L2Q)ni3
zoqz*T)&eKW<Tm!QT5htfB;Q!Iq6a<u{1duNHt2>G<dO(904!n+H6?J<zTB14BbE*~
z5$8&^BA?4Uh^8xoS1k`&MbVZ{SUv6hGgBS?I8QpGPKOr3j$jc$IGh9H<4p_r9de>O
zoVG6cOlK9f-MFqkB@U{E>r`gDFmRFjkq59qp9&oApLZ}-InNf=bYw_0+;^hX0Llta
zRY8eOU9xfbCp6cg&S$1%>rv%ZM~(F_JIt@rS&LV#64=si1wMB+rLkHLUOitgZ!<NO
zE3j9w;YdKn&uS`F&8@wO-N?-;5k9KOjbCcMNUTnv>iB^{pm)lwL~ttKG07jKJUSaD
z+>MRzL^m16HXKRAK3g!GZw%-eAWqBC$Y#M~?h60_veao|J`Wb6HMi2I{qxl#c!l6~
zCa|rhGpQz`1Ue6JVQlc^90jU5ZSU5iS9J+0efxEaZj%DN@MM5xHf#%@t}y%|>{XXx
zzgLzSGxxo-&!LkJXhWh!u15h*EHA|9=%Mu$4OPV@j`fGq`RZax(aBdEV6R6}3Wi13
zmdV<%jk%|gca&`Pr%pN6#52irMHJT|ix(td%{Rf*6QAx$k6Wl)2ugS|swlXtIC1WG
zjjAWeJp}gFShAbVdxwCDmSVO9HM4VUw58~g70O^kF9_(cWuW&oanZ{`agVqoBpJJ7
zk~m>9<96rq`Q6KBwwqI*!==w`b{@IQ@&_`1Ka153=TVP0c`7&+pk0~K@8(b^qke35
zq*TA@==f4OnMtTO%lkS}eE9mt2HGX|c-1L#NeC&5_m<6aB*h1JbE?`zghEC&yq(~w
z*0=lgv>cz$%^dU`%OWlW;*w>Y1O}juF%&W-ny8&4A*PAM4&%Dy;wiDps_~Sjrj_``
z$xdOHpvn(?!*{F=7*XOupk--Pc$rWBsXLfk5InI+@I>3Z3WL>Vqt57N3QvF-h0c)>
z*TXao#e`TsQV0IsYuc>UoVX?hb0)x;U-YUIo5yrj-xaUo@u8AxM>8|*yZ))^qC`mA
zm?J_$ZSt@`wYn>FMh1u(fin<U@Zr;K4Hh(6C%C~f*}uwYQbuB9u}rB^4D;Tf(u7LZ
z;KD+qT`Cg<l`wSRTi#r#;{cGC4~VGD4L8|-=IxwX`3u(I;;)B76p4P%zZGBV`dcYF
z1bgN+sZUJiYN1U~W98|W5;Zj^XM7?LaYOR8E?=CsEHU!o-0Vhs8QF-}aS8Ag%Por%
zTB|w(e~tIBu%Q0d$>TX7#>vte!{Fa<s*#l7L`SM9pB`J6<T%zh30*PP!N$W<8&8Pf
zFR=+boY^lQ>;IZUK5{AJk#}0Y-ARRg=qmnn=G07YBZbn7fRPA!MVlF&h>>PsuEb*<
zv+^vtXtKCT=S>cwbYrrBGL!t524H#otHTyhlQMVIam>Qn*^^i}B44iWTpzLxJ`{O^
z!~*h98L%~sG~%SsUTOuk&nUo7)mdrkgC}>jWgD$_KCrB@8c4pya{hAvR*IYPhXOj1
z`toDSN%<6nxcZY44-W^p;i?mu+kc$_pdPL4dF){@XkUFe(Y-sTS)JfmBaBwjFGqZc
z1{vVX50e6C?gUo5-$~4YZQ)pF!-*DPGp}KE``^N3a4H`@7b?`(DeLI?u2xB>;t~z^
z3EbByIP!^GTF>2lqo~nnaH8q5ZByMKcfS4o01j!Zm-%3R3e9!}EjCR=1P8`u>Q8St
zOuwqJ{bm_D3&7-x+mDU(Wz2ckX@tvC97vzVxVWxS!z;9ss8D62X-<#ukT2M0C(Oc%
zp#XR^Ry0fwW*22AAi*Nv_wgcha8d)Cse3b~H{&L;?|jKQtDY=Nr;dS1>n*y{Rs+O(
z>6`S@D@tCf+C%1IOJ>e(oQ(8R2%_`$bajy)O?^~%O+Y1tR|&`qIj@^DGhP}eiqPGJ
zc|@vtARt4NI$Yo#&-fj|Hlh4Mv%E#PY}Rmki1o2O&~TTCohu<s2*RIH1y4CXqZz#<
z%$>V@PDSGBg7!5#7r#Um9F^!1Lh;OluHlvM3XABc8U95kDSXCnCO3L}8AM6)S#CVw
zCwpX@;WEfFjc{^-CTO-OPSRJ%6+UGW>>h%%Pt<tJA=v91fH^PHHYlHgpLDy2C!<O_
zPErXorruIFq7F76&dTI`Z+ucimtk&#M?bQ|Rpa0_U~ZpmZ7>!};pTBC2kF2&8&hpR
z*K05r;@vppl0UvqcN-HrUE_j|)ipUb>{T^YTZIbu&E8IV1_@}!9lexvAr4zCZwg-;
z<p_*7UZugOM9jT5F%>@R_Y*DUX)Ts>&7XKGWwIsr&^B5@#DR}R8d=g{X;VW(C?pp%
z4$s<wDsR9PuWOtY9QBLYBQs8Q!1Bwu<;@RMJ5$&U$qioEfh{w2whnZ)&qBX>5AztC
zx*R<2%W&xr4Yf#DXUP{7wo9cG0EkpCB^6fIPaaQjoSMFt%o|G2>EA7YK=>P~vcr#|
z=(o+C9$^0d9&eVaF<#wd8l~W4sR;Q7b0F*48n^mqTl+irm&p^(J*!nyh?4RZ05B&n
z53#q$^8<$qXK6&|S!a~+1rZ8}HahxSEXsahILkFbyDFkQN_+_LAroqZN>Qnul@_EC
zi+~#~Yk=7E6s~v4FA-wI%`lY%+oqCH7=mUK^{~K@Lk-nJmY*o^Rp}ja{{7I(Q*seo
z1c|Z5Z7?qhaaaO_EBhO;V*^KsYV`vb?c)98UL(xU9FpD#Z?tLnQ{um<Vv^1e+HV*F
zGO?W(=vqQl#|u7mNT=s%D8){?cNGX^!MxP3kGumdLefsRx?zjpk#GeuN5hBKQJ|^&
z9Fbtqz1q;;HLj<g<!Pw<XF;zgU9p_3RNID>;*y>!D_(dyXn;WTQqw>E$1yHvfq;D4
zeR{=xgE?Mr&%pW3dq*s6Eyt<8qGAq<EkOxEA00aiw()LmPQ?@XjnUWM=6<#v+sy+7
z_P7rvM7J(_CEw-iXUklM%*o4u`@w2CDvnI`kxrI2+JYN%5%T)FHl1@1#w(jB=NAxJ
zi!J4QuO@Y}s#9p|U}o%OOOCR|8L%c_`#X}jcAwn%>JuEYq!Ya-wOsA9ue#4Dw-xl0
zOPs1=#~!e08RspEweV6^<`<?6e_@d?0Kh8dE>fQu>gWScYT^VY5w{VIMUO{H+rq{_
z^~scBYIYSxgmtRqNf&NTXhebe*7u>i(6SS}cNq-|G>c+0t_EB3_-V6J0w24!JMP33
z(JoX*rozQ<zyr4<H&~GL#S2-)B%-1ms$ZtPkv94%)fdQ-i`VI@flux-sybBWRMc=Z
zHRyYLMNp15>be0@5xV09f)-PU^1fd;XNJYWP01scPCq$BEV!Cnt4SmC=ibKjWDlLp
z`7%fetx0zD=GDB^yy`&P5(PQ^)2;(yD$FWq@_u!*+}_S*rH}B`JI^-c9NFHTjKvmz
zO8PzSMA)E`S}o)rY|u@lsVN}l6RCw(20RS$>5lYc@^FXLM}*RZdxxlFfbNV4n{EgI
zbat*=oJ2V&PYlw2!NdYY0($wck%{1j4Ug*7^xmvf!>;!o&A3qF#e+*hw}m}X4Oxcz
z2G<ucVv_<q@duJG6(2uC)spV*se5Iq<&S%hY6h=1C*><w#Z7Jx&dVnqW(_kFL^mSY
z%{_7(03y!SA6*oX_4{EWZIsODU=^^<j8h+)xsC#zL31xqCT4AY1=r9pja)&!+U<9<
z01P9|9796sK=b=@MX_0qtLg5#3Xx6Bqvvp`LD&5Pr<1zEv5VL#$=ORlx~oEw=Zka(
z-$tGX;udMf6obvtXx=c>{eesFHnkq|5fK>f)@|42TDeCO#HTzF7w^30JXY^Fc45CU
zrJ8z+X^2-h(OuPM_hhZ!C(3Kcr3XzivL`MeA8P;P3z3a{l)jJ8T|U08ERgawn<=be
z%MCiv4~fHjWH~~8iy=M0Q*94FR<4ixIL^*SvkKAQ57I75b@9lq<U|{WDXJtRJ$|x=
zPRDQ0t>U^lI=w_XYVbX+Q1BXmQ882W{q{t*xwIZy`Tc7hAoD`#Q)RvYr!mjXoX{KZ
zZ~+_biuuQcaDV{XHeR8+Feyr7zv{}fFfx7|9W(<dFnnLY#Y;tlr}^or#^Y1Xd~1z4
z+@KD8phmqO2e81^`QBQ6Y+qp1u$l~q_;Q@Nk>c!OeuoL|9!fDIl{W_j*obnM!+BdT
z##g=enK>%a&)&Y?=4AA&@<`!O*HM?`ngK=M;(*Fn49_ZZ#Z};(o}Vo)Z~<n9NQZyJ
zb^_!uzt0a8H+7;;0l5p-a}F>|^Vwv^mar6qnus?dc?<fZA8v|U<}m19)IjSSgd;v0
z5S3Moc+>m5b$#?|lo!mQ23<sjXPBGCA@g4C8^8PP;8+B?=(b=B9L~PWZulW-+qllU
zPc>ekQUT7w0Nt6<08ASyp3hnw9;?`gya&%6yXy=O8`gO)omOR^Iv*&Vp5?$?<)1@U
z+hzh|uj0j{bEH7bAHPINMULFudNK5bn(}jNr+HNYlhKx3W)^}%iWX+w3n-$5vAOVP
zxT^WPC8~rSO{w=^`@|<-bCnc}y!=nzQvavsmfK2?UBf$GwV>ePbzYFK^Rl#crGCz`
z#UvQwPIqxy$teXXV?$Bn`D$U>T|#V$n;S9}K@ycUO(4Vma|n_XWYUuvCDSNF!)RPp
zon%89G?OQ%tiX^#79BodE*n%>p8oA44YS09d|8~Mqnv>;yXMf`A#?%IyC^9cDd&5q
zvtLo)HxoPu*>yK)XA~G}`y&4%nuqLI-)PSx*=}0ed;(d$qgF%`mK>7^Oqn*io+g{~
z>;2bIUin*cYq#m*xO=P^Y9H6BpB3fSskl^Us&&gA$Ul>L(uW{-`(D@?Fsz3=9-{)z
zDj*0}+{A~H(hTx`B)6ACkQ@1Hn7q8TA)=xTsE#WH(3MeeMYz#^%8Q)-aN~t((v4QC
z=S;M5?EtnwRgyQDQT?n#W(m?!FELnGqFY;6E>x72HRRd>Qrh@vzdV@bgS<PGZU!<K
zj6jky3`g>@P&LQk(ik=MsArgd_XKI0xT54)D@5dZ!)U`MW}}prfYQv&qZ%*K^&e=M
znVXxCko)1@<DF>^B~#E2kJGk@%tCjjA!KO}V3<u%4i2tV|3n*APWsyTIR@I|rj26b
zrm2Ii<%M#Jq(kx?(6m9kZaX1GHg_MU*uJW<TJ1-B(8G~RK2))i%B2<9yXBzJ&1PTq
zRWQ47^1Vr%mYKG3WJau_`pBmj$Gp6mg_G~bqACb2VrjVxi|K^=1F4fxZYRBIU3?am
z*z|=m=w1n=SW9KgJ7{E>lM2$9Wk!Nkf}<)lUjhNzA%vZ%2Ec<c8Je5eG!JFPq^)d2
zV-xD{60(hq$7ywZSTVzG&;`=ipHnHfrgh0X;xN>1WGCF=z$|(4Nv-m&+QJdJGGiVK
zK#yFl=9OBv7;O~ik`Sq6SmEQyT6ZezEGF79cdk6axuGdi73%-=KJ><#_G{4n$WS?X
zOxlG<<G!a@dif{S>E%t`KUXXe82a)S%ja7*_`4!6j(UpN)xAO1?CKsc6=73apt<Yv
z#}(&b(Vdq7?37xHJjP6zyasL5#Q$N3{Ne5U#!qeSKU53<ZJmM_1xmNwn_};75Fe<>
z5>V4n8_{`9SplHOj1BaN1E`ir>)kRS0)HrwZX$t31M=g~UR0g%yeAftnbDpZfvnFW
z9St!~h1Wa9nW|Ddjw2wDy_Zw6!Q46bEzFZhWF%|@lq0NH&fz`<Bk>{)8T6O)%q~ZD
zv2xMs43FWlf)a_biAOam!~V@wuG}Y@b$-Z>>ZtaX$Eh+{eYULr0uQLSPq>5a5ZYJv
z4QX<EyGYy>bX=`n&~^b=_hg=8k!-gD9hpy<yhM|gXZ#XO-UI#EH=%osE_ibOO>Hpa
zRQj`Ttv3!aG)GpC=rr$3XTo8jx<^1t*l5y~(}#ce5$?bDVC0v_zW-i@|K<ymTR*0;
z%x%mZ9PQ1G!9P<F6KgD9A!<(Qp9wBrK0ZFqe`fP>{+TT*O3m@w+{V(;ikgoLou@+0
zq2^|5PR*gEWMXY@>PXF@>SW^hM-BjNY>ED$2{c0&=HcU|=8!c9T3R_$a|!WLb4Wto
zLhMy-jZMw5I9{1M15M3k?2X;1IRG|}=JvLbx5kd<)Q<K}=muT_9Ub17+e<>gwh$Y0
z8%JtEY7S}OTXZq>@6U3t%uOL?=G5ZiSbvVi^#)=_$p-oyLwfI>njEt)=1sf1596N~
zz97#r53rJSnWe+0E?XVO>GK2QaXX5B6k{iCushH=XndXx6o;m!Bw^fdGabGOv1l?K
z-X040%Bk<$js?AW*o?#S8hhk|zmSvdITBXdUWw5J>G=KOzf4IbszDoh%44smhkNPE
z&LN$mzue(tc=XQlL^}L^j$ue=Kf_&`;o`l;js~yAy?F{RriUEJ2#INA?Z;M6k1iHp
zNV<TBkf&$_jV_D9(6S^)V5-4t1|H38m&dyph<K&t8k;;<CladDaqm=yqE;9qlmam&
z&p@?&LaE=PT$tcToW-Dib)+94sk+Cv<cKF;LRNm-fxH$7|G}czI`^!a2Fc!7T<ZZn
zZgL}jigI4yd?AQm!{H)9*`-_2dV2xT-W2R39^TsgE%sf`{h*3m;Ru0XwNegysfCa2
zPn%}Fuv-#!{cp$n=3wPK>3R>f<g!4v-D-^vQ0*GkTzERqsb5Q1Z6qfMXJmE#e!`Cv
zlx>1dAJ7pbVrhCIF20I%Or9y(9k1|fMfhW9cndvxBiQj=kx*KzLOFov!HSx(Ki?De
ze?QAm;K#(|wVz(b?&vU^jf0B7odYO`d*=Wjvmsc#rNX#)_U8GXgUJR#)v!fpmFgP_
zADP$sY3K0c)nfPi4~$f~oNok85n{L9&kU~fiifVxI8om==~`)q?Jegsm)^t<&|WA|
z!h{m%djF_(zd^Fl*?`I7xx_+&`?iC2@8YxswQ}2f-sT<Q8n<jKmT5c4D1d3Pzy*Kv
zEBl)Z8|=3oud#X({k%BZFkEi4gx-S~tR#GjWKk2Jxpgew_=9Yy!NXP*_TzTG;UToh
z@uv4nU1Obhb2Y{Rz#H!KfrQz&H@u!`d?xyO0@nJ!`S3#rE$4pTx>@^QQQjYT><^U3
z$;bU42#@D45FYP85Z?a@`BZ(;b(rnO518L$k=9cQp{t_az12ytZ%4pF6#LzN(wSTp
zkEvU+%Uqa_Cw4v+dHCR6m%%G_R^ozttejA2JT%AS4rG?)q`NAh0DHZEmQQ`#`+CR=
z;cXw_QR@&tOoeqad^arjoHKohZ|TBejgWo4<Q^ot!Q*7F`$$`P#<T&bld4_?DzDyZ
zm;vv?S1nYz%nzC_CbJBS^pInznl|vdLqombnJkGyf(Gvzd-YwFnkf6tcot3DvyVa0
zkssE<@_bS9F$bLY&Lig5J~l~@T$bIpX_EH=3D5EnNkM}+nZB8+#GK*j9wQ6<yZ9>K
za%ZQ{fNI<puS>ZEoTW6*x<gAmC*#6EBB^}Ey*#^i!>c(b$ro2Gq)E%OW<9=SzPIq<
zcku#6uBQZtC+cj{vHM2@K)mu}=C+++W*)usr+9lCOG&BV?)MC{ytz@{!2<g3752G4
zWP0uy@t3@$0C#hVim@!E#8}flzfnDsWXpT2PFdUX77lw4bTs$7Q6^(_#xrj}%R@9}
zY1VS=VgzEfUl$N1$0e`zm=m6KslI8G*I=0$efQ-dB_1<o-lz>nTFw+U^pUdChx7*<
z>Cr>3zDn1fD+sHhRtnRKp$gIACpC2yoD)^Ib?ug%@2Rb}dB$QE3Os$Y8U1K-{*v?g
z>L;|2?HyjPO@E=4LzJzqGv<qPOJ1s1hS%Z#O&-*0&3WgIe76BBG+H$2`lW5V(vP+%
zza`usUS_6RbJNs^l&H=Kn|!2ccX_8*<Jy!!3*mnhyqfIi81hMvaiFtPg6}K)1KLXi
z#s&YQL!LINTLuJ!J?Yt}1Kjz270n;>JN>cj<Q8bvi~=fn;_fK-n`1E6*6Hub%B8c&
zry7b%CT4(SglF{|hMvAZ8;d4>{LSg(4sqK6<@RWn4pU^x7xC0+<TLp+bzIjf`V5vk
zICw)X3%5HUnpE29`iKQ#Axtr#&|Qan8ro(7wG2jXDu<n(j-)E(d@f&!w>(4RR9Hp^
z3^f!dXFuEAmJ4{%$U4X>BOWmBll*}9+#5shSUs+$<<7er+F=aOM_)Gee3|H-_22r*
z6ywO8woZ|?#$tC%=;zPY#TeVi8rVyHQ#PY0dgLY@ma<7aeOGPSZOb0ZZ_m@&zL$G;
zAjJ>q`D6hf4k)zgv8_nfR#yrOX5R6=<H!Jdp-%E59-jt-wN;a;1>0-l9ot6D7p~fi
z+wV3HWMQQkHMiDd!O2I+TikaEfbz!{Jh!uIOKp>4VwY~fR{VeHFNqtb=K@8A^E=*t
zVbaBktjhm!x6J5Hc*7+2C$e(xX70}fv{eti2z2gwTQiQ{=Ym0~My|GK-V2*%WXA7d
zl}|Z6yMOOt^G733Liv(aTn?uR<~_uc+<W<leEmTyV#=?i#J0Q%gFn+kR67-0d?f}d
z58fy?>j{k+J^iup63=a$4C|@F7g2l)<H7#BX3XA=%C)HBye^q!1M@*0LvGX0r2)C`
zcS^e7-{Iq@tne)E8;E{pF(R5)b$G^1dLG`v_U=gDF+J$j1vjX^G0C6dEl&0Gi`dT?
zjzoH>0ft4t<Y*xoU)zxZ?v;jW);;IfSB?Fix%M6i#jg???(xo+De)ST{Q&;8G_CJv
zp2ge>3y+O%yZd{}J~F>~R{!}+!}4+wu4%K);`V??D0$HgeKH*%#%N{=hGV2;@rX?N
zP(pSj@x&$pn4Sa4+Mw>e)~```H#W%J^rC@KX<8R6t?!mI1~#39#QU}<LeHOvho6!a
zQ4>0OKgRhUV0?KEB0nBndO}%R)8_w4NK!i>kwoCbM@PxvG8tg>A!PP50Z$KQ7yjVI
zB(8vt!N`-Kp87IsVu~v_3UD|KcIZACD}j}&6=U5KS4WsQ?5`NE=b@75|E^<|^8u5!
zld`el5x3}S)&h+!Us+eXJKyxcWgN!BSeG=(3cXx#3Z6%f$@lHvO^vKiS-C*m^kSQ5
zE<M@~1`z}j9^}%#PYLilH{Qve7Rli4poS1^FGLkZK30!JGamW6Dax|G6iG+HsW%>C
zMrG(ec|pxi0J-&m3}d=S%7W9?g($DWQ*GWxM({!Vx+vhJh@|^XH|Mt>qM>CUtIWRL
zE(}Dd{<!@mOHDc3-2eD!d2}ZKv4=a+p*J`q_e;9NO`{C{v-5jtI{?-Y`u>Jy3C742
zqJWOxTlbY;Vz%OB1l_SPZ5hxqe|{+C3c9U+7_?X0o}U}VG*H(3ev20(f{V0&1gi?d
zs<C`N!LL0PdS~Y=#BG-DRuxkIP=AuJDT4ird?(%K0$kB1KhJS=SX2V@B3wT|F)6yC
z#yb73tDXh+{F@YaR3F};<khTwF?o*)mh(ztiOFf(*U_ZDN7MKDb0TByCwx!$t%OJw
zaC#p4UN^Fu#T&SzDjUv{MwKzE*pg)_w6FT}0IUSLz3%amN?1~r%czA?=S|o*;P6;_
zfe@>hb^bH15vXF{D`nf^QgB4g$R{KnSI&nAuOEYYmiOgS?PNhXQSd6S$+9em=HVGn
z!Q0PWcZ^4rzAkZM(B^jLGbfWSxLU+Y<u2v5OX~Uasi(jQ(LvhCjD;@wAK14N1Q~v>
z>mkJnzEdGTYHd{X%7lp4dY-mT`D?-#+tapKp(v{AC8)PuPpqU!g{ix~hIXB$h?+k_
zn6CUlv{xMe^v1=P;_viN-l)=}uqDW)#94I9X0+=@?d-f}w+kgpdyUDKOZ|xYl=>}E
zLM(=*`!@_LI7Un@S`?m&ypv9I_PbFd)zkJiT#kHB-AOD7tSI}2XlXYqK~Dcii8`k+
z2-ZBKO?Rqih>b}lYSY%ejKv<0-9`TDm1mOZM_i1j8CgByGbgM??}XR0GjJn4>E+{v
z58L~-`V#Qhf`wRF4hXTCUU^Q+gIab5bXwH&KE88}-woc&iJ;PFF6yy}7U8=^dGx)G
zmm*b4+UE6ljYhh*yD?P4>+d<`A}R8A@oOgxMA=6KqqJRw^~*KB;84ImW?N2ub5onf
zF(Q@S5a7|E>Gu@OU>D3rF0jRx)MxcgjD6vt_c}F6zr!}##@`T=y)QMl?eOXa!y|E3
z_4C(Vsu#N|9fc$FV!Gt1gvm&KL=oQwz8H`_kv9BPnX3Hsn>y(D$$E&1(Q~q%$+lyZ
z!C;yPT*^rhqnbkyqNl!v(N=h@cAHsKW_j0I{1#sk3EAo<*IQos&wiZN@N)i)HyIA%
zITA<3rpfsnOF>n}6+)iA1&>sBM-2S0gw#77KhzM)RO7%1Ha!<W%4faIPk|}A^9M4f
zpKP;fxEY+z(%5dk^@XZz#D<xPs=BsIQY=MjJsAH%E9EznOMLv{N999WjPmYrhmz~N
zAmyOrzaSca(t<yUMs7YX{{J8vxql%V|G^f&`GW_3V{HGEas5eCq8Vlta|ei%y{Wka
zH6PzUawH*WuGhv9o$+T81#>f?@k@v+mhMl+TacHVnoo#N|0j$4C!hXD&7b}MWXRvx
zLrhi89jSHE$yd^7j@;Z8&4~ZOf4}_mSMtwa0JZ+Fyf^jF>XHuJ)La5TA;ChYxv07L
z|A0zdoSH+*)lo*(@h30-v!ILv4>k8sfY5`Gap0xq68vYHi<<lA*j3OFqM35^X#Rjp
zO%2`fKcxg}Le%_!63{Z-)ck)oqo&4#mJR%)88tNlYW{yT!=a|ehaU3Je5{{M{!_Z}
z6AA#Bi<6rF4|sq65v1n(2fXMsx{E*CLKotq=KrICpD_Jv;{K@k&x!j}lEMGyIQ}h3
z2A7b4z<-D`xY6VIRb+wn50S;cgd6{yOb%5AV+Rnmz@M}6Z^|^#WB)~_0iU*y>mdwO
ze*65}05#9Ifeg|I-(Pq4Ud?OHsRT(dcZJ_Bp81iuzx6&8g_zu`=+Q5F#K3wJ^WH=1
z=kG9X{C`bc*0l-{{Y@9S#HR;yR{=ih*9_G!{ss!v#Z5!4PM`G%Nb?1vO&Ey(*C6};
zc;xGkP*}ZAzUdwM19&iXkar}RD(tj%xL#%YcXh;lhe<CS6Pz{9k2UWeO!NvwiW&|@
zc&rV4fy3d*Yfy64-^@^}#_jOT?eQI6L=55(LDP0g;?n!$N=AcO>FqG_ezGU0>b`1<
zh|6w!TfNoacTQL~oGOv}HMzXW?`%=WdqB;*HkzR>r->nIz2fX6hheklYF})DX2~u^
zA(HKHrf1}7X}c4aGum3-Il;Ny&CiYbq~0LqVv*$?RZiTxQgM!^eX6LTmO$^pwC9hR
zDv*H9Y^~eD+V%A{-ruc?6@hGnVw+-*;-I3CVVkFFze9~@lkRm+o~J{WXH!Ge#Y)~T
z6Y9+J=9#zm608O?-{f&J*H#btyMf~R5*DkLLdziV`q=Dbqm<_4?bW<hw~uu2i_gUU
zcscuxOHnSGDsWAP;dq{n#g3o|N-_8Sm0sxZwoJ(1?9R99Mugjy+mCk~cgA-x5A?W|
z<`q|ml2MP5q8;{0A*%(^>(_4Awl_VBV;HK};jwxeN({piM6Q>ocHWcg!>KK<drPbR
z@e<m9a|XUjQcnmYgl~&bi13Lhh*XKX^sCmjY?z!ys--;HjAz%Evmb6?sVh%;oQkv@
zL9dZPi}zK9)ZZMY1kABNW*}9}BTgr!VRaL>ZF06ZZ#12`fAr?e-D~yyXuD43dZF#T
zp5gF`CaurKF`~f*Ij8%-hi+AzLPTJ|;Y7q-gcuFpfr;Ck(KH+`Hsr7xM8!O8sNFKc
zLsjRnu9)Hs@E@i-f8ASnIZGu`V)%EPsZ`xpy%1Wg$u<n%=S7IdMKvc2bRXR5cQ3x&
zR&l#_r?l_Q*>4j?MLllWTscdVpeUUGJ1l~3YGq4p8}mTDU$p{Sd7vwPP=D%P?0JwV
zrj#ODw;Psv`rheO!_Ax2>Uv3T^-PV@sdt+NGS>)T{()NT*jmxOs>5OU8|?H0U#m*=
zpKFsRIvfk}uCS~>85$bW%-Q#}j_y17E?@4ca%OQU@xOsDws5Lz-*Kmrt{Jd;adF|{
z;X%w{aJii)iV#a3?3rR&{dn-D!F$(7=WkZQsNm-2MBXHDY8xkReCN_)I7caUjk#8>
zc_NxC>96-~AZF(NQ!CTI#wuUcpEE<mNH3oK<*0q1-pKR3H$(E*c)*JAQ=hI<ck^Gj
zY$W@fnaYnp@UMZ=xt+N`8C}Nl*DaF}eCiAO8us+Bfzr5<*LY;M^Eb!z_i+C;Yrj|b
z7v%VRGyif>f1ll7NV?ys>K8Qp8#DiMOnzTP|GK_?f8V>m9FyN<#&0s?Uo-HV%=qPK
z{DMD!lNrCsjDOuAze?nOlNrApliy^<zc$HlGUL}{@|(=~*CqQ~n(>>=_)TV@1;f9o
zs^3)Azb?#QuZ!PQ)&Dc9ieB|BQ2;WB)-&!c_Za$I9n}o8JSqL9`Cs<nyH=vx8fA)q
zXfUtO)>91|UH1+*p&lo@2qY4TK<K0YHz1o~)6+t3`zr!>(N_M2M?cmglEuA*eOB88
zu+h4_CbWhW-rzzd;hi*0skoXd?sZPye<kwk>i*LC_wwiYN0DmRE4|T~`)a$DyDcew
z$l1DsjnRysnnv%da|EmgIp1PP+|MHb>X&HT`)h^L|6=d0g5wCbEm5%r7E2a0Gcz+-
z%#y{-%+z9LX31i1p)JW`W@ctt%uLhgymKdR%*=^5GavJHEBdD+s<NxIGFR^0YwcB6
zzp<pN^>hD4Y%O&qkGf#`mfYwfeMbE_`19w_bF^lyZmZMYpzOg^o`BCi=(Q|0M;9;Q
z$V3_pQ<ndRf`PTw`v;Th-O-tpm3z9?3YFLC$DMj4pK2o5eRKYM>kyeLHD3tuadR-X
z1T^S!J6#O^f_zgxHkQtmybE|fNO$|q?<7c9^lvFciNJ-bxqq^os*QlR>mktXY<Bwb
zrSdKHF4f#H$sbru=J0r2te1RG@BI9DCGvkFnQGl{z0svNXy%VkJM#9TG&gJdcg*Q8
z>IAJ^>s<E^Ua#7eqx;m?$ICJYgFo&JOT8{U{F?n;)TtnnpSI%dY^Blb$oJiRD&$d@
zekxsc?6&)R(6eH`=0*L#V^IyGA*!^>^vVp&Ov=p5tbj|J4-XHsZJ>5HUb!pY`XkY|
z@T>V3l7#ZHCSAw`>IFvp005yaxxlG8Mx4YUEoTqEny>#>ApjbM!2fR)>gW3E(QLJM
zHZ(RSNAG%t@RRThyaB5FDttS78W__+H2uLXzfPWE-jLSpIGbe+|AX<rqtY4RK?B4+
zHz+qQH!Bx!+pB~hxvZM*V93|cY;H<*41FPa5q;UEo<Du|HdpNt)aVptMp>VQS;D{T
zUvDUl&VMrfbDOR=O&4w@{0^0G$Ei2!WAXodKuq=fn!c17M`O?a8W)-Wt|tqm3=d9S
z&#K!QJ1>&UoE`LOgeFhvq!`nHAYOXag~<<n{Pv*Q^mbyD``->zWy9oZ&Hl;zOa4sf
zhqD!ssv`F-<M$}~IEbX3zn{Np?@uzg&Qz>1%rno6w+Q)ne`pm-1tc|S<V@sG<*V`8
zpc3+@5_<bOR(X*9j|;yajvW3w*~4E9X^`Y$QYZ1PiVq~m$Q#Tv?6f+h%RYMjcUMq@
zuGp;ZKfjL~P2Z&2YS;27&j11m)LcGA|5J4MpHagbn$yeoJ)CUg75KJ9X7FGD_rF%)
z2sd^c$n1VF{^x7|6XN`5xcgr(KK~~t1HJ?Tz*8|Z$^K_8+dt(`|ByuSuyXVKcY)bI
zL{<NTPKx7SqO1QcofIo8=YN+;u`q+Gzy4EY*Z;3f>R&Rr|0|hP?iWvufvh25p|Pf#
zt6lWtiQc@8$%2ho>nUdHJ?&!irT2MNVeS2@29!u~kxD8lF=+=p1Su?hNJ0WiQUam0
zG>JeU2HLto2J=^!QIAglPCo_0yzs~I%$v#a&uq5aU(e@Ums5D)n(^Hi8-MgB@`rM`
zAiCZUf6j{qzDjkARlFVz?@fzUgo8iE2ZXCUP9+Zg3|B#hydVNcF1g4jix)#KA%s~M
zf*_RL5R&?EUY>7oFx4HAM^`m?B?07jh3aK)iB-^*Q8<=5)8W-VJD*;9JD`02O1pq-
zXIx6TQ##42fCVQz^_b5Sq!tmy*j-~VBPr)vRrjQhefSzu{Z5goK6JlTE_xRs==4Lj
zy_wyV>`WbFA9h^6%5sZKA(Z+~NW&JnK_?yKaZx2*PMp~mY^LZdN{6+stk~^md|$GK
z9oko3U1fJ|_k|fEqMM%<m;$w1gLe(ynparxl%NJNim;n`IkC<KuaiB`#isU-@S=8T
z{50RU4WhFi2i~GiezIG`BDC!ku9gA_(=0>&#-gkIcsO5cYP^W)sX2OwK28<k!aRWI
zPm%P3fUqN+c{iXe!66xK&4Ydz$~j3!s;)P%r$uZ+{he~Fbdr{Nl^p-*zfMBpeKFnd
zPSi|rm7kS=E2go)^2NOp%QsDJX@1vYqjv1#=e(QhZop5DXO8oirk<NeGEM_d?`Yw(
zM87?hJtBaxwRbPob#)ceiHpxS<P!UQ5=g+GY@LsTTXOL4P)gLN2Zb*{6IEWMb#g-F
zPs_fXCU~*q47n>MT$j0r+MAlAKY-1v3AB=M0;R2F(O(&-S(tr<vNe)}xyLvM_bR-r
zW@l-EU1upM>XD~I4jXG|Jm6{~ZhPgi6pvHG?GIHoXHjB;u7t8;g2hHPSDTltP`Esd
z3{$lqW$z7?nEBHYcU<2V?+sM7=BDvA%qvf_hX&K#vr}lN?3)B_^^}M4?v-$FNDvJ|
zPZ6wF?BL}-mey^r3U*Za8&olmDgf26OH%n19ZQd1D$5kBX31~kK{+SPZ|p%*$DoDt
zb9<W!RMP1?_uH@sLiHPC%XUz2uV~H2;o;#J<DYT%E;-OiWg4SfLuqMgbij5M4NG#3
zYONiIT!GFN$}2~?u2}7Z`%+Rrw1dR1tts!Vce|Mkq1w8OPMl0>vjrm9-jF50@Kl8@
zb+wglswNwYlV<(`^k)b4qma4zrXWYh>wXiV>Ksvaax*uX@Vn?0bxnCW_rtOY;OO)c
z6r*su^Qh50uDirry)Nl_<km-m0>M1b-N@2sGg2_NZ+CRiDS6%}6%C?fJxpUj_&tQv
zebJZEq&FHFGg<|5Kie+O+z%^AF7>mOQ%&@TOu&jh!u~vDmSxJ`T3=(sGMoqYG^KvR
zxMly=(ZMp8(LJYUips4RvVdt0G{ZrT%Op6VhAmXGzJ`YT-HepYMC4E+nG~)~oN|gF
zJKc9V-ZCl$I!!=kp^>l;e!ZaSYhQoihKJmm`*Pq!*kVH8kU}39*&&BQcydZYf$K;T
zMJe$N+Q?xD1>iP@P(a5<n*W!>R%dZ>zt#`>LRTrby~Hnq4VLN41*;}|yNM&^O0j;A
zTohfE*VjBN&WOJq)O-*sjrJBwo*Px@u3X^4vJ(oLDk_f88mBlzqq3f^`jB7wWEE~a
z&R5m#BxXG}+|sSCwZxC5s^Fnup0*nr1bBp`f<s=U3C|wnUoZGkH+sT_Ff9i^t?BIE
zG8pQPzRHX1M31R6536Y-!pT-#)%@N}x~e0M<GbMIthYYxnOj*|2`6yRu!?3gA7`!+
zI#h}ZoFkHKio5{6TGQR+qrYTpoyx#&@YrQr4G~a6)I1-jRyGJPu7{0p;xWFFR;=}_
zwTM#DZ8hwF+@G?mHPKM`XdG$)H}p?AQ%Z}AGejl6<8#^P^wm3O)F|c)>Y(pl?<Xs6
zHV&;HP#r3b)=Q8Yt(VRM(PR&b5{2=hq_ZI3*ByZN?LOYw(u-PNWk!(>jB6j0QRkZR
ze5RVdPf|`9=#B|el}zyto-K96d^u9Dwm)^gTOCwZ)v`jzWO?=>axLHPfqd0pAKWh1
zwQCG!6$PJ*)zw+TRYLe7n9qeawK^@BqBBs1SfO{2SAC<j+_q>5ejL|dQ&1r?YnPy|
ze%h^azG(=qDbZ`XtrXJqw7u*;dTH1_XA_F1_=9#KXyh7D21hY5Ujdm-qo5sucU721
zt*(_i?Jp&GPhLPGeZtk{mhD)Tt>F$UG)(0At9`#3@^0JpkD4}ztVy(0Kj*f39eS{Q
zgOq5plfSVP%U^KWENN^bnTQ&pzknB`lp;c>VT-1Krl*cfh#GwdD9{e9x29jH(qw8j
zm+?56hnwkO>5`6QNFk+7Cmm(ErpT}5&|J5%^zvyX+ALyI8C85&!*V0N6#WxoyOX`o
z8t7XCcaGXj-y7Z%)aLjE3_&R|+}`xLOjW8UJtHxNW-#$KG1<eh$T3=t>VP5nr4&Ud
zwH@d{eUn2sMA$$wUqDL8=i6qrWG_`{^$@GbG@RH4p`3I1TGZHRd0Mt^jjt@9t%SY;
z`SqhDq9(#APBaxwCuK5UXbXc=#~5r>!~}rFs9Ua1N4TO!PDO=xJC?F6dfbSx7NS6J
zX*rb}!T9C9LDhXROnOb7$*ls-4e-Hgwh^~l9R)M4b2ji~m`%V+SuNbrQVX}K;*m+D
zY3J$qMB7AdXKBg(em5uIQ$#8F@wA7u(m3+49gJM*Ci@aaS6fFjP_-;dBSixKvukS1
z{igME&q4;#$1lIyqD;f`7b(9#s%A{h@GG5%bT~$&eyVVn<4F0w)RCzGGg;#;mW=5)
zPsvt;rN4iyURPNB@N`mU`$1?)3T`5i<Jb$gu&_}2#w}M}S=qo!h|TX==SRU3GFy7+
zH=C6rPvcAoGL4u8ikH5A{Th0Q>D2Ly(uHwNe}S8+qgPUnHhX$>^bT*ZEKF9oa>8&}
zxy@>hlFqU67@bOCp8NXLsW$}9+Ahg{sa8)!B+yTtB}7HA2o2Ijg^pb=kB3~Ok;%-g
z@v(DjZa%17b`dTx8RKcH%J%HpF6@_xdgID8taQD%sI>Z=rI&GYK5D*$Se%M!#`1v7
zvKHz_o7?S3wtQH&L+47<At<a_OF;t~!<JC<Li1~NF56Wqfh%VWR?tif50t)^xXG8-
z&XY>VDuFAF>SvaGLuIeIjTWZ;Lt56h*#pxTMn?q{jZ?uTU^R`P37PNjLl)wvq8fq=
zALM_2ewM;_3em|f?)rGKG4W@h2vdqGl_`MGrqFPq)j?@2f>T#rCQ3VB;oDy-q#Lx|
z;V!zzjnp`T6!a^^_%?RUcUsq?N_Q>Oc=^7S58v&cA$Wniw#$M~J#h6@UKE!!Tu<u#
zcwsl1G}R9d36rtt1=_4O8r*C1gMNphK0rR5<;Q%2H+@YDmKEywv@NK13)8@kK?N#|
zNGm`Zs$oe&R><&N;Z-$h964~~e$S;5Fj)nsc7NicbH*A1S<>V&MBtGDAtT?PuqpXq
zKfulx^_{6htww4V$*vaEUqD8yxmekQ7Gb2tJkP!g>L7o6BSu=a#3#Q)k*cSV+&?9+
zYz`}<af;Lng6}%&CwnVm==IM`EcBCdC=oSwwiVS5_Fr8byO@7s_>jX9;u+tcENECZ
z$tudpHB~xZ?+$2`%->;)(yZcRGA9i(UM$jt+k$ygU`g7FlH1ma3rNh+y<3^G9+C>4
zUyF-j`6Z6;#^@rjJI9H|$B)s%&+&DxguT*6-(J7(X;1OY?I<UG<20gi!J<rATw2O^
z9;MN6OgiS|B%!TUd%0gSNFPv#5Wq06wN{|x4O4o_cWI<xRfn)G#{;{^WVd#m@qoz4
zuhxnOo2i|2|7qD0vHGYd%M<56oGx6n81eus6v`0?vt_MvHrE%Tg6ju@NOg?NS*l!D
z6+OLNf$)<bVCH7_?>A#iRXlcou|+HHNN1FcZih!{+PPWMG@5S-1Y<R^)U$ExdQ33Y
zbJOiu8v)%JL~Eki;K(29PfFG%b;YFaqbW3#KJ~UMtj*Q3Ljwam)l^|h*3D_F-G{mF
zn-jhT9LkmQr~rdN_kIMiCCqEFI;<()9Mt@k-f)#1YNqxpQB3L5JBHuuyU8+{;0u*j
z6zu&KvgVCcpr<*-I8RZCzhl>VpOfdl$d0;n7c_+wc5saqQu>VgK?ZMPAj=<>;HkDU
zmH5EvOI`Bw<NY-|NLF6_N64G%-soNZuV0I!VmQ%$bEKt_pxLUxi)$`?+-sLAnins8
z{DzvXzVsv%E4!)N{yH`4r>NruAaZ*1^^)0asIFAf-pHPenCh=9oR@s7g=jYD@)vw2
z@0+hsT~JAaInvhFR<K6#0^OwKE!rf_vgb7F-97f$0w*WB)lo7BpOYIFl?P^%0yErM
zti)4kk+g(JfD_HjT*Zi4NU)<|FUb^+MoKROkt-Y(UC<@R8f3oSpZA9~d7G=H@1Qx!
zOHnb=qP81b1aGa1Q}OkjoL81J{Ee(UqN66aS{%hx^15GSL@P?HBW>6(QILw-7pFH?
zr3zZ9Zw=V>VZAj}SV&4&^EZRV<ZR5^!34HM=xFKh^hpPJ5nr<u+wU|od*iLA-CbSz
zCtzx7e0l9fW?o=fyZcPuxFNZq7EWz~s<lD&U&o@9mm1DwTBUrS3m!ToiI+N~zWKK#
zN_MDv`G2*W6C5(A+6xm<Gs%Zd0)<DVn-<YE@8TVH-N*1<CTNuz%<#A4?Gh!+^Mb7f
zl0u7<@rj8`!<J5`-)dSzK(0!25AqqyI&~<W_#>K{hIlv<K{bA|L>KJ3sm{a2pUa2e
zd!VP*CfPy-M+i$^ZVhmfSJ_&fYoS7yLvt&eSE+agXHFw$^2-m8+@4$=&fi<GKX!#u
zio%`8Fx1)oz2#rU=CO@q0kWz=X*8eUO&B}=tPfS$WtOHVu~HPci#x=^;uED&8v20J
zR8ke9{8d_BweB0O4QfGV1eDYS8qGc}7fB)0<#fDW{26>JE(mEh2$ZLb0WI()>D1?f
z6ndwL=qaS=-3bmihk6<(uZ`j4k^{3cr_mE8P)f3=*vFZ@a`OB)!({RkXW-9XN4aH(
zDR*pB{3df8Rhspovl2L|XeG(X?pC=CQZ!2^sKQC4T1qyrKeVZayz&*Ob&3)JF<)g9
zEsP)NXUrtN;&V@PLvZ4Sfyq^t3xT2mJ$zOb;ZQ~V!H1Kl0)Zv>8Z;ji?rEn!vS(Bk
znQU|n@ct1ao2Y_-T`jrL1u^XdPHbLQ>d?My`?eAI9M<=w?~E+8y!rkwR+%CcT85C!
zilND%mHDfS30e8xS&;&}1-|;lyps|{*hFp^$bFHeR+TJ#uWP&wo}1-Rlg_DHT?0WP
zFb-RGD4qytJRY?eBUuMV&X{Rs&RG>0i?uxXZLCQla~YJA?50gG5yeLE-v02Uv|gsr
zO;T4BpnryAm!0D#t-tF0#cse?*hrjC>qP!=W=A55MEIyxj55gMtMBH_9z;$WrlOl2
z`IW}VP@?^A_Pcew`DBh&s>`XyrzlCqLZ17omBvDp>%5Wm2biTlLd24-j&_@CMV~d>
zs7|m1>=a)dj{|TS2}9W+>XI*xd=??^x59->e}wn!q26yf1@uF&`G6!FF%brZX(a6^
z$6paYQ~U)$`y$RpO8r10QN>{qVwGB}MB=?obm-wGoy-W#s(lh>h-BNU2=KyG^(qY>
zAdaH1tK7ap>JKr`FXKWXJ~ZZ3l3siWG-==04TCC#DBpGa#1r)IE2a2lyPwf-8$ySO
zFpW!RKlZo_lNwarCe{0$CDBSi+2C~MI+B(<ao7AS%knfi7bF5+_6(A?x0^Bfs?^93
zGq#I_ckBAn(m~llIvp8lX-EB?j97~Ak6RC+<LK@3iZnxdNPOt65B2coX-kUI)DmY~
zPKKwUd#gekds5~W*T-ebIpY2L>HL<}%ezU^mNZ|XS32$KYy@0dPneRZ50-abP)%Si
z+iw+E#Md{7jf&8Qt79Jbo;WIhZ+chh{G_qNP2TdN%goFyT^JP)e~2oSxWM|6z4dFf
zUfNmhC^<IlZ|5az3jkkR;4xThBulLY?Qf@Hmm7MV^4#wf6Q(S+_8;!><*In4ORNJF
z;^fM*>04e$1U&K@P^VPCC`>y)UQXq2*WK6bMB+A86$Q+68nas5&sPm~>YeBcFw?Z%
zO!kUNpk!_N>bcEYUj-ZCDKKh@Xdwt@EwkhZM4^#e_)s|~;Di##(T!3{OG;J%U!WD9
z3L3v@AKZ<>4Y)GrW>}!JFE>^9iMJIP>la;9xN60ZFHW~3uf?;$P&hJSOL`;aX2|^<
zTeWe+oF8t{a7weCrw|WOmIVSk9(3$RW8(WKUO~IR*yCapxL5{*gdz(}brrkoz%PWb
zrKzu%T?RGsMGo!Pk^nlYY3fDd%mc(_^4kHf(EQ|nJjx~*ww~`8!E|KE-0UO|T%}T6
z6gSia9M&nEW~K2OakKG)FP2wigK@oOj9+=|x`X?c*7d*M_aZPots(SF4K&MVggPQQ
z2T4}(+wvtElh_|HN}u=UCOQpZ3z_6!GCAx_5?zTyjca*%J+lnqn?%V`MNSUHJm41|
z-K^jzzMs+6d-M6dxW0~3DdyR#FH+`4#3{r{>kXDRHA*%tyEj+}UqB_zz!o5M54W!M
zYwXeaf-k?foip7~n?XHgtSS~Rtbx#L&d3rrfA0;nQPFNDoon4)1UiBjDswl*^F|ac
z#t{T&bQ<i9og-CI6$<T`7fMc>ovWuCke7(Ah&!sK$qQch(^HI38c>y8{}qj3tyC5{
zE|iESM|&gH_q$imzjDbS5fIook|Nq9^x8)S)Ie|g-pao!ko<8RE>1&iO<wTG8N*^W
zJZykb7Dw!g*Y0%xjGzUD_l`#<YD%L6h!(kSY42*dTh9CO@$twz%)G5t5S%T{t2?Ox
z*pMyHJw&o2ov7ri)Y1+1wj+e;hCz)ptfes(an58<f14HeoT39VC@$II92OCA=#rRm
z8(>H2MDEm3G*c(Hv|j=z8GRX&$M8{}&qc9J@);MN&0=-yVU~^W!){?T<E~Vt)9zIw
z!VvUw-R^6Ci5)vl8Pa<3^H^1#DOYsM#}*|)({q>a-8c51k_(k$oTT{-I@AZasQKuX
zW{!V<T`pnsw#vvi1SX*WvC-%S(L_cp*`OmOrJv(*-7xg8oOvV3a^g!#=hDl~U<0RV
zLwQ4>THl2LH=C-ZkOZn4n6R>N7BSkH+RE2A5Cx<IHW4aoGo~ItBT5q-;FdEHVhvmt
z3yMlWCWyX8R|FYXV0I263qBENFiIQnGZvN*2A!8bGQ?>Cq+6UxPxA!JCmNA!1fEe7
zoI}#VeLq-fvKSxyW5qC(d3~Q8k3730R)PLJQ{x^vxn(X25R;KI8Oht&oH;^`1#Z71
z{W`xY(gslZ=DgN2&W}2~By(?=Sdbc^B1sgyhYqx|&K!tiDC_9z+M3;%ii-|21#28Z
z7oeeZFI&Q@IzArSmT=;N`CWR{EJb5GIP{B0xyF<<^G5ncr{p~)+?+A7IxY}AFL=)A
zi2N3iL@oI$0ix@2i38b?+5+m32=e_+p9JlmaviG<cG9JXqqnF0v|`alz#}bXa^u{`
zON4U|O@{`X??3)*;)NK|7Eu-77n{^XZBgIM)*)HJ(#12%9*t)fO;jB3`8{r6^)jxh
zh1TU>HmH{qscxR3&n&GOa9Q=mc!qMJ2T^t&?&eWml%`8e;{<Z)*PokC?CVJClLV8R
z3sQOsl>XW@3?gY7?xF?aexi2Xi%KsH)d?glv?W9^%FcLroGs7z7kVLNkny-yR8&AU
zAUW%uuQs2yd))@DN6en0p04pr1>i%Jw^s(oebw4drvA`-H_HYf2I8BMBA73L^H}>D
z<<8gcE?SthV~zZDU)FF{hEE3NkA_{&KF^?2k$g@ZI3>+5)?23pU+D#vkTf-QrNJz=
zI{kWDyC$>`hRPzD<>!)qd|C~X<OJ{2Dclu?RfYve!byB#$npBlO`|*&&m*D-v>LE}
znk|Z(y>ep+;n393Knw6&ZL$i6LF`Sy!xEhyGXPP#bzcnEWQd77&pg}1>Xd=BJfI}|
zfs$v4%|G(;Hf4h*a&e%PJP!up&MNAa(#dMYHFh%D_D?mWP^lJoDE^c-cWeH^eOOQG
zRIwe@S^`kQzBU&(p5^~#Ghnix$g5<*#{V-<^H2KaACwFy8~cCv9QbF!`~SexaQ>?x
z{(p<70iFCG#(eA`XTARumgZlz_WxHb&9ap$xjIVdj+03Us&WD<%8F^Sg!uaBC-QBi
zpx9t6Ep}$5HF@tOvbg+QD%Tc&tM1`KRVV{%-EjA(03?yXANh=H&WCusS5qX7i#4&K
z#uTm(x)Vi<hZTJKyi?+E4X|MC-JiRP^WVRJ2jac@lG^BYx`#BPK$mI31T?|oJD(Dh
zFflO!tE<~ve=|`w_y8Q9EGDhBAy{KbX@#Xfcsv$QPEOL<UMuT?Qd+IrKYr|G03w}~
zv}99E?}LS9BUD5{=R}DuEiH9ru7GmrYd){;2^(GSX>^QSoSgf8s9HKGB^<(WN}gPy
z<P0K?A&vMQ&CSh?jkg=)?j9apL`M2YVZYDM?d*AmREVv$D5MVqE`$@E;h{;$!!2M{
zF2tokN(Lf)e0)MeLIQ$!=HB*6I0shnF9;~kbj%gs^?oMI?mrw$ET{~_I4z(}y@@&I
zJVE<AJ3D)Od%L^4`}=?F5#JUrJ@W_(A|aqeNo($xUtr4^={8{~Byz#IHeoY@4p0x&
z*46@nfEVH0C@il8FnaJrQfF6c7#oqe69mi!>%btCNw+rU{*T*ndj|)ASHp8dy1l)9
z-7uu)tY};sDJDk?)4YC^EE+e7&3&jiPsBHC8QcM4G!js4{X1{tmifagS=!cNc0{0b
zkQzp4oT@Ue?&f@e_hR-9kD(-{#E7y)$sf$r&V)A0Kv8}O^q<S0Ph1H3myqG{LElnJ
zm{RX^E7mv%>YPVWhJ_OXlY%>OR4KxXMo7N)G+_WH&wzQ)+!4aQLOM!pqQfz7!$~Y?
zBu)F+BsvL6WNv0=rYa?T>@D8ZJcXf_K2Vo}u+r3|A^g;nuHvPt6U!_Fs38zmSW*j^
z2?}}@j+lkzrhiJFe9WN_ep875_ztQSR*fy?{P6a-^(YqEXGSb!4k%BK!zYF(5ha#q
zKut`s<3m}+W<jH>C=tDyc0h?j*}zr?lY~zgud+@+lBR|aH1%XlKZ|f>cbY@G6^2z1
zW|!`o3pBmbD6`Oa6Rso(nm+z3nvfp{A7`)1d(#T-G#!iw6_F{E_^tS`R`i4zrJgN?
zcg;vAB#zW=rbgXz*k+3U?i)E?2xDl#jM8Y<1yf5!*z7Asa*n&{L2VVqISny~PoV2J
z?^Pby_twgU2s|h^yp1iQk>M>tn8IIt#KwyQX+ik~ccL1>Ytb5`)^(C=W3#u!!@_6_
z%EcE^C;U;xD~O~$jdJ9)P(QnH8;bHpLec7xXIH|&Q5)U1-Ft+aH5Vu4kDpO{XTgs@
zDN0siiQnzXn2~E`THVAlw%n`Kgsy)IH;BIwOQL*hW4@;QbrQ<M@Rv$*^I1oD)lRD<
zwQG8zE6rke>EnJ2;vITIedyWcqY)BKqCsk%x~{(;7`6U`P;IA6Lb~mRSjEmCSGSk*
z`}-aJ$609WCd(l8a?rf_5a}7KPppc@56UF%+~0#ae9wR2Djp&%4{{=N4z%B%Z*R>=
zn@TVfn%e8e(7L7!SVa*;(~VKx$EoO(o_V}j<Syz&{jQ8|_6|?#f|-{ZzfEG{Xqg%&
z2Bzl(0>E@$<)r>+@ck#I{sU)OShzX<gCzf_!N~srzFhy|Z1TTji^{_cg4}=EqOyV<
zOa71G_g`%M{|)?}ZP*mKj-)NPVPL8?VTxNy*w#y+pf>$Ees~420DL}AGpTqrKuh-T
zvdTDACXJd7*2VT1p2LVt?V}ryk4fz>fx+D(+r*A2+_3miND%+^^}l-KzXrp9&4vG0
zP|yw;`1yD4lwi`{&Tsa!MiW3Zl_xj-Ys*<MdEh7*Uv<m-Hq^;~bKYT8wC>Yg)H?}A
zh+*4e_qo?F&*{-~Djn)}dBFFDqLY)%<n4OmVe$F)Qxleddys3#acb|+`UczVtw*MJ
z`*Ug05U@Ib)Av1D#DDoP7)$7LChI=<b&3xc0lEDxib&owzw4R7;@a0Xe`ts8TPO46
zk^H;6dneq+6!JapEWj6_#|7}}&W?VqZ})Am^LJogJ2iMcvIx>{{P-iZ_~M9g-_g1F
zo?WpphCBuE@M}3Ykk5S;vWHrn1*SN5`QL>S$E-|joLtL$Xp-U8TLfow)d(!tt!4%+
zg(GjC7p?FErzU*wN)uO@fh{<E&X@l0uKJnT_o}a7>Zi7BH;4A_&5i%2BDY*fEU_$1
zEGz+UObcIbptL`%aB8%5ZPctAkDSyR&-(&&Aw6$Kum+zQRpY^*GxIy)I@`^srr>PX
zTX*~z4gk&;6L~f8^uDZzQ&41;m>m{DUfcH0Z_5*5<JooV(Z%p@WdNUhkP{CO$dKWb
zo6GWAeCo9^VgCH~JQOZ`AerjfK-<qeRA%?;`_fnYg)raAgYE3NviWCTy*m@orYTs4
z%Vd2rTe9|BEo^*Z_P1Z*KX!XtaPO|HZ_UYrmjMqm9N$9fjT$5_rWnFVi4c%QGXz}N
zE;!3tTiQN&6n{ZgP4>TSLM`E!6$p{^Fd!Jo!Mm{4%Nuf`ZpsND4?|YxJ^$@+LgFbw
zFRIlxP)*yIs0Q#M_kD_}1Z1_BYHeYCwzPz)X@73!9?V(u&d|;|UYdk@qI@;r-;6xC
zlxL>%o`OmqvbktQ2z=BJJ}@VLJb5C%<~Z&8G(kj4ep1`XtX^W?Jn(*Ndu~7Fh;jM!
z5izvGsjgBD!>%XgM8XtGUS+%JpT?OvtolRZwRSQcsjcZIl%ikb^=N&ynarUh>D+Hy
zCB){BoU_m?;JG#Kfp}TpW3^vn+OcpCj|&RF&EByTtIb}=&J8<_Srw>0e0m(fnW;l2
z2Hvb1ISw?UbJ7~lO24hgp60vU)<Rt#JXKLWnSTrZY+lEkbjZqT5EN<q{X3@FeiN_E
zvW)Kven<;DTRYm}2f$AI)BQvD8mPrFx!){$w;_WWQ-u`D<{`T3sIm8XvzTSBUA29G
z!ol##fAfR+O!vAKD+VmuLSpI^FF@D!dcWxocmaA9L07B!txpAGF-Hu?wb6juHqo2b
zt+*k7t@?7qrpo4ruATv0_Y?Qa&NI;+dDkBAouKYJL*?y}!?!@#qUm}wb}w9VS@N-8
ze!}pJ>ze+%S||MjhYHwpmmLkbPM15C&JPykta}fmCkv~8b`6R)u68CX6{+T{t`~YO
zZgTH{k!7@Vs~im}K#D(|bfNlhK>a1a`_F|xMuMAPl2NpPn2hZ3`t|J}=3ni!HoREk
z(GnX5s++ASFCn)*wyKGdJG#hwPJdoK`?p6*4tVQQs$*XT3yk}CjMtXhYJp$BWMh7!
z5COcb4n_oY1ksO}lY6A~_Z;3iO8r&2cDhDi7jKd=A|xmLA%L7bxiA%;fEy~n&6chP
zQ4RRgy=sI<Xa`HO<yRh&`lMTPX2K|{xSCicX0Cgx_*&%AYXpz2=lEVv)j*TOkb2IR
zZ*kc5xt|=TpAT;82{LcyOwtUmTz?AUZ)_|w9HhEWyzj?ePrP}(E2qvNm$>$LkO8l-
z)j1*=5js8!>DygY6@dapkVIpQ@z=L`eEUP)JWsXjKVl20lN3Rdb!1onEv7xQcVULs
zK>I-)Y>uWQ>ALmPv=f~wxT@}I?6s0sy{6k2H!O8Lx?`=J`O+KOa(<iWqYv;D|1l%<
za=F>szAF(8?XI;pI`q0-H`t|-|0D;-WpXt=s@&<EZY`hs6ID5!|3DD@Ytoi$a#8jH
zjKcNz{itgjf1kKSFZDxSC)yuEwXgsgeXcR6eVREPd(-T1e=P}{jwD0++M3mgu->C)
zZxzEBxU5<mAdGEta<jG6a#ZqqM^-zi9?1{BcYlhK9h95~G68k;uWZJECG)MCxfc7k
zB=Y1eBFwz5<kHf?E*sbJpVvYkm!A(e;`el?^R5g~&~g4Z6C1&GOP-Z2hNXXZATxt@
zJfh1C`3+{W4KuR#49_QWYC96Vfd|;}1`_w#3_M>%LR-?G(%hhF>d>~ljbt6sKZi2d
zQgL->CNE{d>|mR~eFYBf+x)vjZf6|u!J%Vooz%z3v0U5>jD45)Pfg_h)>zHzm|%va
zJ_ogqbofa2SNAOaidx8XsUOIX6R1^)J3I5tl~hp3+(4@4WgqMCVNzonW$$oPEi<^?
z=*6?Cs;mBcd|}&Q@L8HRg0cL?Yl<)E{A&~7M)6}r=)LUoPVpa~@Urv?1}5*^B-m{c
z-d%$cn5p4IOeXJleK4W7w+h6Xb+3awM{w0RE~*8@1*SI_c=nJUUTD!&8Kt+`R%3o?
zg`k5L3T*X^RAR6$vYrv+xsYbLpq!{BgTL&iYdVHeoelPl8ZVk!ha;b!+P5?AjSXf&
zzH(zSUhq@|p=&`Y_p&$gDy%o5t}pF0BzD_WSUUQo-8c<DGfn4WxkCST1cr`_i&C)!
zrnix?<iJ$$F)sLf6-*1(z(b@#Uo4=WaGVPtgas}sEg7cxET}j)!JrG~Y$6Ow*^ogI
zhb$S+ZtlVbf}YG38>VN8cqq!b00HAQ;8%4GJe+@%kp+e@T(8%afsp}Ae1c8U!X!R}
z{ik-KctBR$iH`tFI}dHlqsuLygrOzdsBUtpVYY8#5IatfB-Cd1(<(6sP23Ju4^Gb+
zhSov@C(~-A_E%EvSkJ_uf%DH}x7Npf>pBe9d*aaS8BPb-3~f#Mw!9fSZe&qE!7Vr@
z8?zcBxCUqH(J+08+90}sLioP@nbSL{8&a%DO)%&>z{k|*^XFUJ$Jx|Jb+$$A<_)6&
zPLmhWud7s>7k)Iow?xDMSw&y13^4nb`wDflA+oYZg{UUFmGu+Wa{u#*RAx-e44Sj-
ziitiSxXBs*@Sq#;D{tJvWaJ|bcGcz@IZu^LQ{^00CvptM@Oc<FiN^#ElMxKR0rFtT
z-u3OD_g(7-b{X%d@~DzyS)vJIW9MJ;n;m(-le$v|{}}!19aP_}mDJ+T^Ui!@@Uff1
zdS&yxZ*1qa{X_Pc#NDpViGXtx&%&sh9o8shhb}?WTD?D;<C1JfBXpD(UYB9o)?^#^
zs>87Gz_J1jGK7qN_l^=y;BICWR!c+y2d;0`C<A6>@vawG*v*A7^ON!eNhxw`Oh>O2
z-U|4;6v}24KlDLYb4f<zW*LV))_v+8#&ZFPn0h(ZrB&0!^VszbB2jAZZ&p}G3eIU5
z^YwIK;r-n_GYL#5mos6<@-^1?%-p%Co0zBKG*c<V>_cYKLl)A?n21bc%fiq5p~|1j
z^WL~5$A3@VgH>VI$BYY0*fwWj+2*eoW@+esE>wLM=V<qAI?=6FuCgx15{HI4w)8zP
z^&gYndWx@X>UnLjbG&0MyOl;q_SzYpvpY)OjUJ8wA4i{SW?suL;3u(wULJ6`lZ97&
zoa0+bPVF&*p}#7jYj0bw?@apX?~9Zmm-B!ogzeLjd%2m*#GQ$wAF<OuqYOPphiL^u
zKpuVckSPo<r#u%DKYI+O9&fh8cASS_JwNpGSw)a1Xy-=JS@yu+4w`T5?gB%5wQ7v^
zcwbqxHV*iz;Sra>PYgcB0MA`p+Jaejx4Rj*-nLD?DCBMMDmzzF76aqGW1T)MY+6&Y
zW#8tsRpKD=in|u`Q_(2M)yE9n8j5L4oNak!CQ9Ro#z=*+QDGwL*jJ<~gDT#`;TG(z
zD?4kvNVf}f<4|tzUiY+148sz7f_CnY<z&(2+=!NhjGup`pvTx1`Frndj>AA9z^Wn<
zzv;m9w*ucI7Hov<Bd79H3#yyD2$jVnsj11EA@`ca;2lH#xP`TNyI@>A8-zLuH38FM
zrbkRmR)z{flB>6i4qw3Cs*NmQ*2L)(hlostMdh@@C4pUBSU|aaQnp|%S<{y3!*%T$
zLbpBN;QZfVR|7e_ZefeZF9?10F9x4l3Y@k}^0~z&js%pKX7v(PxqQ`bW&#H~;oh58
z&CN$4C(j+ep%cStK*?<1P-SvLjS4sCtJ<@m$<$^Z;VMnApel9p1GJl~z}c=B%};pS
z&!N+oz^$%_t4Y_Z8&Avx9&U(!R3c)(0ckD_Clw{=`_$%lS;chhaUjYCw4(r}xL}s{
zi)zaKzI8%?ej?OyM;qYGi?ir=byXtv-6ZoZ{7u+ZFw~bFv@=Ud{;hakTnz7`tuJUe
zr31;O92O{L+j?GwlCqSvD<jIKeOz+E!I+<Af9V|fP@LkS&A-2estajoT?Zk59&Wv5
zf8M&iuK`{i{y5z`mN)c1@iRm_BCwjvT9}x3a-%U&pER&n{?yF6Kl@_%d829H;Itsa
z9A48-4$a=IWY*qRxia)(W*h;QC5mUP*0su!TdLO=7$sC<;AY5h?b;#gs$WNG`?Z~?
z3M0~{c~J4LlZR%8l$)JW0Lgq8JlC^S02MN<Aa5{*``}puke(k5_2z=%>8eOFnyUd;
zdHY-Rud$&<gp6+7+6mc`ELhcfKiucFmXxm17o><{A>KM8|EbF;_Y#i?+o9Ob4{VdJ
zcEtD|MN*}yT|30@0;M+79FxQ~ze@Bn<PyRIi3&uTt_wLUq);$>>QbWHf>oP_1j;sP
zQ-kp1Ve|j8keVw;%7@VZC7?<VKKu06Lt=$L`x(Eid+>Y3%2q#7x2RcrxA1(wGIs!u
z;&GC7$`6;j!NmP^;>M2F$Dvb|GL|Xnya2h4CN1HxAT#sljD#Wm*P8=lp=PIV-SGA`
zr(nV?lDWUK#fy4F2XnAQ5A5$MXSv?k$+^0`(*07ius1Qg`;%=4mw8&Lje<jNoe)c3
z^iMx_s8VI(0^1clSX{m<#pP)c^dqC_qo<JBi1DXrNWt~8HC5d+E2&LcU{IzWkD`Zu
ztEsbL)a;-<Yi>0~Jc<mYv1wBe-Zr&BPeXFk&cnxPGWU%_^L>9^x(9SI{{Fn!dgntX
zy4nY4kkEQ9qlI2sIWI!G$l$4Ap}D2zoJuVi1deUaCm&T^QSg}*K`rz$yPNG*Cb#LE
zr3RE%eBVk}Wit&^w0@}V-kr7N@HM3Ssym={g#;cj;wAyaDy4b3^=@9Fla=Ew#TuS;
z)1bM5lVrqf15dT&GixtTY5M-c73_tt*b_1ICsGkU=BNdHu(MZ~b!lnxrVzjAg^PxH
zX_y&&onPF#FWYj=NiV6nm&kI&zp0fr01Y$>6!4V<B}}8<C+<(2E?fxaH=#NBPM;Ah
zGW`SUFAE=6-ds?mhj#6DV|Y%1U#>;ANQ@u}VNST&yW4O-pOw}wC4i@MiSm0;SkKN9
zUFx6EoKl-w(msCdMRB)CQ*gk!ex8TVc1EsA){ZH9tS7m+EUj5YciH`{fu|tF8Sk0X
zn0bv|ITFoA_thzL0TmyAZUf+NY*TmFJd9{l^Nl960`w`)ScLA=Z{!lvoMX^8D$;~I
zFmz*xxllTza`>g}_%#R+43galX_S4ZSZj{%n8EZa(!He64)s%5WezaRiLNfHi@xNv
z*9B12Ds@P}%-zz9N?(Tep*-diEqX{VlTyz`C`g>%zghGSUK9B=x3n9nMNnTHO&#ZJ
zzmVpHhfI|<mKKP(Qa6IlfAGVL#g2zB9Xcz}9C)k15+{W2lz!7v94v*PDaZJzBWhk8
zg+P>r<x%+Db%QHd?39^5V}2rMSb{C%V3snR{?_ezv?NegV2Hm)60cJf#X1nkM80s_
z{KEsj8+RtdJ=p8~*Ku)iz*oEJV_eL5h3tn~#?5vtFltJe(t`N_+ON|S!mx6+7Km$P
zpLapodE*P{;B?}#N@XrACPrW7M5!`xRuRkBiu(;Wsj#^Oyimq%ue@U`44TB&9YsfS
zPj1#K8~x)T$~=oc?Rmw;Il^J@Li8?@J!QNs7nEGiji$!9N(eA_Q_{b{qn!1DFFXHk
zdmv}pYs$X=*=8`bcdjMX%N6O(`Id&N<t9gT&-e3C#XBW}v(__WFeKD*!O1)Jsa-Qx
zs@Zka8^V|yYYzz-dOPN?&kBlQeARr!O6z+0p0H8iEU(nZ4b$h15NKF@u%k_znvWUt
z$y`!6v*|Pvz3)_+JGlW|0;Z~~?rVMFY!NsA=-u;;OC6CE;XBTi8J7=jsL@PM%p8Lv
z>W%|{G5w#BVkQAam2;KgsoMDsBhl=@@0s-FI>OtUYP!k9x+mL{KH;HN%!?$gGQvBa
zYNZTdQ{QF5(8V4L8$!5_hw?-0^)d3gqbf~2#Q!9yt-K^rntkD+pgu^=G)CFaDv+Dt
zK`a++3!)$55b-fJtzo_RDG(I|<NeEl!Z06FhkW?fH@TD4$)rvOMOGy6geh0ug<~zE
zm@y-;rfq2RWOIi*I4Uy8>?q~w`irbs-7M2-X~hIkq`9+GN^MbJ`x%A-Valyiatn7%
zqJ*)XZZWOF@ClO;t6V~{e3~8C#$ccvd5)DfD&)rUH}g`)bQl9^MHUHB%)(5pP<Dqp
z3Aokrt+#j-p<)<2xTi;rPj4t~dw@sD-D;~7UWK)L_Merk-e2ykN?64{F4CCK8fFmX
zQoLsgSDVG;ggYGc^5O8oOk)!hhG%!E#>`{f6gduYj?)-da)X*#*Z1=9<5*pmVDOsY
z#h`L%h7ej*t0?fbCE66XXX|neK$x(lXKewQ$jt`(uLniUQzo-s7AAcjuv=^1L4ea6
zlmE<@sUOBDzBilY0Y^XZK2CC<OuKUI9#ND;-m_!2)!XfCyOT*6NJ|FYblHX5kK(%^
zq+8m{wOwUhDQ;q1ST61mUXGpQ6sX*^t^10a2j#4<RL4EXf*?aTvlKsH+*+Tjx?bp{
z#=Vo0;@p-e8<wjvsR1|55~q5`TB>D+7XmohH%Ym_p|s1hLoIGfOiYSR=h6~2Bxk+M
z&?LtM*7>pIj!NI<yfou_9rZ#BrQ6*I@`;aI=l_cFc2`Gf6?8H}4B&RjhLKlFGD=p6
zYLSYNkO!`qur;<ja-nU!9m3&0QIiDK<u<<2(2kXz*k@awhX-R>JkPn{oneu9EU~D^
z{%Ql_doBs^ab?m-Ct`zTb?Z?exFFAbm<O>kNIk6)i|`#dvx(#fi7IakSs1&;heI@O
zjt}HvNBih&ia=TzjJ5<+)@3i=spXa|nH!?hB8_)*3Lv1<U8sAPVUM|2Mr3r9@Fv3d
zR5}kFXpYwHdgoSzpvDxo$;?;lS;@E%&N<(i)?|s)rkHgo9F|iUYLlxrM4tdXyAYqU
zF`utsz`J$t%eGKWUN)#9I%H{zWMogDVdoqb_1F=RP}n6iygOB80a23>e8kq&DhA6)
znO;rv%0KB!6g5{eYqzor2ZvC`=!`Y)Ix9FRIkFcZ(8rlkh@I60FJ)UNSA(u|u<+^<
z-#L<odX}eHU#0V~dD&aPB~|&L)?z**K@(Qe<;Ug0^nbP^D1JjL&bh)0<_Nvg#T;$3
z&$5v}DGD5rT2Aeb+sf(9KP9JFk%Ejp)(eH?8-I?4Bn|Wmh>k6CI-%?ee(V3WL%+2p
zjpyG2n2HV-Rw*sOEyKZ_U?$m=%u@hw>Z#%h*sRj=+K-#oOI2l3Dq9UvZ6DBAYme$$
zs)3T~ieAZ78P~sNJa>!8Q2ab}Yn2HkaKsfskcL`o9>J$u4Hq#F<r;2j#X4u#JRb*A
z@unPFPT_1f9>3K4+BlZf7j($bIg+#TBC}LrMzV%xyZkiNLJ3Z#K_18y72S+ZaN-Y~
zWc{k<gij0+iHu78@okI?i{Gj5r}={tYHc=@B;z&;2AReZ$lG0MNahQk#VpETHIA(?
zIKWaG02bL+>x`r7jLP4Y3I_lqt+YAT#N`JFZD6pW#{6lM2?YBQgt(KZWbzaZ5Y9VW
zuZE)y$)(-JJeHQVt|9q}=<B6ymMh{X5csQ2DAVwI4QMUhKv1+E>6@)=VVE3u1x0+&
z+^FSK^Y$G}TnIgSIi;I31eM`%Td}>jURddlwyHX&i2CkkGu|Ijjn<#Sx^%e-`)HSv
zf$A6BR|jB|u4<l>0yCI0(mHyb_~Ir2?dquFzBczni{>EJejUHPr`(sdL2lb`<4PXB
z$I)tDpG>ig`Bjemmk3z<+!=%tY>I~Jz3e%-rvtY(->$l+J|k){YQAw+DOjfx0~bA&
zpLJl{u_7(*BmAIC{%RjCnX4EoYPDg%s@Oo)xFEWmZmyw<0;6f{kxadga6^&CSMXiT
z06;RtDMtrBZ0&^rs@yC&5DAqAp&J5%8f@2#Mi}n~x6)oGdtPcWqA{L*l^oB4xh}Q%
zZ(>3`4BnaJ^ch%1%JdIBFPB^c@MX$hQF(u_OLp(KlVkkC7A&TKK>_f*B6ZX>(QUlx
zG22sD8hxba<r>LT)7#I(Qh$ukR?Bo_WF2FxA}aataZnW#V$oYXVpq(8b=zml=4vLi
z(C*XR^Xx@-ZOHX}qhl0%y^WLvk2L4vr<n30ElJJu;~i9abND!j+!Cko<@L;Mcf<y`
zNx$Sg;;WCvGp4`A(xVDT8ucoXH8=hYBS`%gz)TObB#kjoS0x%GJ(GF9{yUI^h0U@e
zG?aYl;A_$!3eS6ppp0jDt=g(AX<iyz6Isl8QBoD=-fKZ{PgwO#N)dFiMCuT#;z-98
zFyF{ECIY6>h@RzBTtS?aM9qGtfG;IPNbRREMi5@-r5V~m!&W00%BaGqp$wiRc5t$d
z_<qGu4*@|HCl`7gS^iFYiu`vKcBlo3R=JEC_6D~%70m<4Mlj*zK}%8-oNd+W7Lg)g
zZfV;VhIkNl)h{e49f4cLQEbC(F}+dFz=rlEdq`rBH0c+txyOjCo-a)~rPOA^a5Btu
zdv4UCwOw0j&U^UQM!1ep6~4ZHhB<$}?cOTRv+T^;Opp@~M8!rKzA5*m17u}O{UjFX
zGqlUdyX3%6Qpo^H!`VN7St!|2hExh-g0+DCX)dE`E<@yXwed=^)XVNQ-$qz)({JK=
zu@W;X$~h=SE8|zWjq;ZnDNCJ&M;@TT_JK0FZ90nA@_+t}{2pp(vj(Ngf8U&uXicvC
zmF#fyev}=n)aV{|Tfi8>Fw3l?RqCD&B2l;7is`u9bR$KrQlb^u#=bEhi@i_bU$wFj
zOC=cU8zS@e<&9i9!F?3>1`koPrvMAw(LCwixHcT}*=?d3QHED4r!fDU@IW?(05U)d
zmfF}DEp%E~h|-MCO_OHu3dw`?Qy<qc-E%WLrBqcqjrmS6ZSa|d5aH37l4CVz^Tn*&
za#aUFp%tHsfn9%4n+QB!kI^_%060m_-DOeb*`#6StoElKcpT7?Qz3BNrcv+*ocbw|
z*C^OMu}4x=lF_&Qz{YjQglB0o95%FY(qVyLiCBh{D9lD~{qD6-Q3-;v^u7qQ@7+O)
zc(+xi3`(B%kgD`$$?GFQr;EZT0m5KTg(YCbS7aduAMwTLjP7Uks&IeT;NzTstHI|7
zN~TrK3zHLyz+c`5JrrciPJ@$6k-!b&gzPMQHydaSqSprKI5UYf*Wpm2sc~Rhm`*O*
zilSkj*JsK*k|ae1>&5jpUQ{H<2Pg&B2FqJdcR#R_buy~Tb7d)jRfIrN!_-3lV0SbV
zLUY%W!sZKCHfHp=ZX`3~AV`A`U_yv-{?aQ@7}pb<HZ3i)n6O){i6#tYPe^4zlkUbs
zeOjp&q$sy3{;H4Jx!<Y+Z)oG*6pq<nSokDgY@>gXtqh(G;R*eiB9>`9!)BM{5&9r2
zj=K}}8={;}Zv#PwNo{B~aL#6|Z!rpwBNS&aLdC!{5#nj?kIsk!OFTSus39$jz7b8l
zHCBDJ6!XWO68c2(og6dTdJt-SH#b^kMk2F%%)`h0YAB1GnAM#-=3qLtqguL;JQsO5
zazTP_R=1}8P%U)GtRne<kf8#X8(XNMY!CyEmpx?8m*?Y0b|R%w@kcfO{aZXlVbrr7
zP8iM0y_fK{u6scD#27m_p^m|<($Fw4B7n5iJSrOQBrdb-5odv9H(a&IYV7@iu7{f0
zXa*KTOwrA`<K_j+_|N6Mq)$|O<@CAEj~~YuS!2nRL_U&J;HPd&``+}`Te)Roe8<#y
z+S6g2WmX{ARmSb@MF5}KZjy+<y~rA-qIdiK9%9_4j_n{RidO^LYz|WOkYf;|!DR2Y
zwt`t+TcY-bus{W|GYiPjN({I7hSuPt(SQXMCquxhM6Si;Kv2UNxiZmC5r7vvOJ<dF
z)3EoAMaX}z=U-7Vky>7w1yoZUP>U=IH@PK44JgHtDzoPFK%G-M6AMWzy>NDe>z#i=
zaOAy^I>N~(8{ENjH8j#-rig$fZBJi?0tOlGpr$Vy)j-rUePp5;P!0e-S&v-Fz<Qt@
zWZ<%G4hBCnP~d{4r3JkY#>PIaUK1*JE2|r1y`q1D^<R-I8%TRar`hn6qQZ3b$y~{j
z+d7o$E()qFs>}6%<y|a(!#?*>e|mFq%TcN2x4n|&zf-NQiBlb|J3kH6v_$$w^99>P
z`QdWlc&^gcWwWF6n-g|b&~z0=q;Q8YItD?^9Fo{qu0F(k1yxHT2P;I)$Mt9F?gu)k
zI0-g@cf^8w5&?z1Fd|}43u<<_{MhMllZ*DM28aw#_`$yH9*lThPx|y-)LC(ew0nAC
zs#6(bMQoQ_P*E#<%*i*=-X8Ow2-)x~7|o=j{=Z3WYhY6xo|n#ve>gl~ET9wZd`ZB{
zG~N%$%*@cA$Y^rXSSdr^DxaB&y1AAFam(y0<CeSezMl%(woA?5zC8wY%X4IZEHG*9
z^Cp$lTz%UTEbXJg-t^8zE&U}pp%;S*^OKlQI>NuNLmu+9#dy(-eGwTVY*td0OGC(y
zTU!HqvDhW!B$R{9>DSY0;ez-UdlA}+xmt&=Pt+*lNa}wBl|X90V>&O*8BU-?R2@2X
z_Y6GtSD-<xTvDog$iE8Yi$bb(<CEiw->lXC-c5X1zPG^jDvB@jx%C6cU;gQ%q>|b6
zO4j0+%jngRt?G2{PXJ<=m2gQmlpIfNdJ7cHQedV!gGLF#1;9kO>{u3(u#5IHohwNR
zLWWJGU70xvO4Gf;rgA&WItbKSI;AF_Zc1=yV5fHItI9BeHC2;fy@L`G_vvtHC4&fW
zCRll{!Ovim7cSNnXY`cid3iM<%d5gk1RyLA8Ql2Og1NO4sl>}#P35bg+Yc`}Ro3Cj
zGeqSmr><Kh0^l)sb(s`!5|Rnvy_6%>8U_ZcJ8PvJsy6}uzK5JjP`;4IoM|+aXeI&O
z<TW>Psg5NjcL;bT1!kl+f!^b!d|G9BM?4&;&ByzAbd#3|a~+Cm0hCymhtm}7LtAWk
z(&EmaN;%!sy8}fnxw5+A3MTfFKA*~3*p0iq$emM0)=1nJp-;J+V8rkvoc%xeH2a5a
zH)m9g`Vs|>>a|;Z5bE$@6W-}x&)09bAt~8=eahynP--XdRt+w3_<*JUk{un!Lu9jJ
z0&+T$Lmq~~9_HhEFpmS{*Uh-D(;u_+`?~K~{&ED86dX|H?Nl9!MxoJR9K$sHK^|mC
z?Vpc|yV1`f?b@e0CAnA?QeeUpB+h%?a&t3gI)n3O)R%uD_ZPqXi^%>RRzH1Q57ROt
z8c3dt=-rjCx_hGi?iqE479pj;q|!qphZZ(p8E=%Pr7nOX@(o>dweFr=#6Rg=b6Jsx
z8}R7{_2|?XWPqPW)&4KibARz-jZ-)1F@JiGDF$y!<pdy2vGp5H)yFs0vBc2o&s2*+
z1+o)4O>xdUWlDqrg;6h3_$r1N5@I$4b!28uY(@J#pSPV}XM`#72xgs8g(16QaKF+U
z6ca-UGP33<cLjA=poGoLDh)n3_W`9|lFGQNdrvxQ8{Pu21S`!Jb_Mbgr+jfV)oHXq
zGiJev9&RitxcYOjU2BJpYwcFo!vr@kM0xFH`OXr9{e>|YHdF{>-0}V{qULM$UI6??
z$jw)%a%WA}FPXpM5Zd>uS--H%DKA&Fzx4@^T*DA&5M~AgO^tO5SJk$pwo*!y&ZGlt
zo2br%q=Gl^wE*qH1m$ZiVK(TXIxf;KZA-fZ>_yeTCpgg~hDgw6bk#mywA@%8`X~$S
z^u(v2kjp4TrBuY}8r?)=byg{(1mk0hYpJbk4MxmcFvU|aJ{5^2Dh35vU4D)Ni&?1k
z)U>wZMsf%Y2%}5uQ6lCCx%+fhIj#`7_i#=5+RMnGwSn)Wku1mu+UDAyR*uH68&5pX
zbv*pmE<4758UiC|T4_|;!IYXIkN#aL^t+f*`}bD!Zz21Az}0hC{Wux*#f?1b+-V9t
zkL0cd8S^#EsLD6Zs7?ek6?ufPA%t8D$<;l<^zBmrcFJgH2aV-MnVLrW`bqZ)qf+Ww
zVRxE5$YoVXg|_D45DA$QgT&K{+JCb-#;-RUhugr2*hI)O`@A$sc3ud;S$Um3NE`{8
z0L0MhNs=W<W~C3b##Grs46t(;t)=f|1TWf$7;DUmbBp}>KfTL{P#JvCO={PV24?9s
zfHd|;axee9Ca4^s^A?_<;@YaRD?#=<Ybqi@D&kP$n$biKY8YMz8yH%#PJy868WmFs
zwR1DB5pvq<CL80!b}i)!S~ZJAu^MvF<AtVQL{#wdg*kd3N)d7$%O`8e&XVJVA!U1@
zadVtwUxHV(zwb$S@>`b;2?1yZkb>YRDdqE|QucgGSsQL+gNoFKdAVlcxe5-X)8iXU
zm5+Vi*<XJ;OS?9;VK8?Y-<m?2_FH({>QB#w+VVtw>lz&w6ugV!+A?}dXZ3rye7(zv
zj6lk@^<*&KwS<&~AF(`|QD1rel?uFuIz@@+(riW@5O}}Yyu~m55SS`}qK93BsQXu(
zez|xecQ`2Sd|^>{zL0J3j|@t)g0F~!e7R(F^Silj=aro2$?p^a1&u`-Y6NYS6x79~
zl|oL9H;=q~XvFaPg^>=RZBk11J7hcQnj%nLsKZi!t})X(uaI8>_aBgR)dIzz_SO-u
zx#(o!ed~+7OjB&pe&3ARG3Se<!(BTArvWux^{E6qWi+^oh(D1xip&>(m{674cDnUm
zE;o^9wrRN;wb4C;z|Yi!>x0sJ3$~O;kaK>mGir5_<DB?2UrqHl*DD{gObpZEo97We
zG*s}blyDmtaxB4nDZKf-1UF`0yGi-Xs06tm8wE_m?<L5lsNg0%3EDYhs@K;!Txv0V
z27sF`0&vZxCsUfyfll)%2Q*>3M?$P?4Ive-6}D5p(TcLWy1s@n$)fQp5$lY~*A#KS
zOd%C~*5+M}Z}*e3z&b$FqRwu4NtO%CjgC;SQg-7{4}o0DZouMGaIIfDo=JI&>hpif
z3xKE+dNl%w8oVEulBCG@mqIRIHwIx+up+!gdk<0+U28Y;3*>r``~p9bXa7MX<f3al
zsV}^;EeKdWtYrp@5uExZL4b@Ph1&0U)G6I#VP(`Bz<U2?FpOA*v=JL~AP;tt+$8pA
z6nL=WnqQ{E;pU90`ig=o{o(<H4*JI+$bDT`SiD|~Ju{;wi9-fq!;Ssb?A+h;yD{_p
z`MX9yxp4rC)_L!Gs{USPRA)!ZGryO<95X*wIzS{-1Dl;Vl1+qXR+*O60tw5iDqlXM
zjz~J$iKJuB;AB3usJA~oq^m;hh!M8cfLib~W3ReeBM&+KDV>yRJ^J5N$aUzwrxlEk
zqkA{S15d}$;~7<IpxBBc^6@?{vN@LR$+)S{sRu?z=15ZgMmRUa=aEDzTHUiYF5Y$H
z-S>7A-Ck$ZtM{H{S%L|^3U<~wO?*33M3h()MEQ;z2=sgAHo~oWF}`wRPIK&9SqC&W
z`2wkrEM;l~cf4C}J~ObD?ACPZI7jL@lJ9n&ZV58A=D6LL^04vdSpL#xuVcBCWjZPQ
zvra5!SK9_{ZQF!{ibLAX`#1eL=tUB|!Y<;l4&JXh{oy~vUQ!BbLX(0|XZ8klo#^$(
z$aP}5!aLrl!TZ-4Tp$U{fVwu|O!W`6>k3!CT=CXY$D3;eL4DT&shMzs*~)i42y%A~
zqbF|$vj(X&>uEyU(W!Xu&8VML;8223GipB$OhYL*96Bzi;zUE!^#wCwgd_`->GL<<
z+EVVD@5TpzA_*zOhxzv}0`@Ko0DRKpy&9e8zh4BDJ{D<&5o)TEUQv}AXU_ChtUjQ?
z+~J!S-|W*lfG}2I!W+6KO8#79M(?W<YC7b1pjcAyr<RmaN%_<B_3LwvI$UavYm4b_
zuXr(QV`NkEnz~RQ<Vzm}v;GuAAM`1ljZY>JBBmU3EJ~-0Jn=lIer~<_#eb#cGsufX
zIu0ghmN4eDRjf(pu~w`exBFg%=Nw_|^TL-}^V^AE05hY`aqq<}Y-am&j0g1)1BOYW
z>Zis5&dW+LUc4f($6ju_ULOi0!b|{4`6b;{g3&1eo5N=UQ8h`aU?*>k0wadZaZ?=`
zVQs=5=rq*)+%aaM1iDzqMXUoUvzV#rxUk0t9#zoQeb`<pw7H%b)*JDZW)fjwcymVG
zB%+K~o7eliOk>^~%e6UGk)urIYsnpBJxl?HwEhh3RUwlszODg$$CDCYTdXOu77$@|
zR8R#XVwfo-rL-ZDQDS>aN-6DBai7j4iP)3Wme&>1t#C1O6PcBq_blJTs(iOA^0eTf
zzN0pvAg9xeTc>misGU)EP5~B}+R}ViFl%f~B@PeHz73o&QD8CTdY~BLO*GVHe$qjb
zDo#1C$BOvZjP60v^LBDQUDm&<Ksjim7MkU{tZ`Cj5sfH8-;fPfv7$nZ_s6c!r+-Wc
zD0+?a<)`XRl(@S|T73~|(G_*K5#qfwDkE0Mr8Y!<XNqeo-C;T#JSSY8r;e)iw*trn
z&Z;UTU5ha#NTyufd*b<eJZVhtCJxsooqW@6DNA3Fof?8^bs*X-3mZCOxU*9`Yxeop
zDeU<ruy)??e-n9;z@&7XwgR9P0kVFTE-5b7HPSIRn|FWqk=L(MsRaCXGP;p$0gOa@
z#fw?ETJFi%r)e|Zj2h=cf&s2@U~H(EG`*!#@?z?qm&eb&C{6)<M>kD^(aG;lMr-E?
z4&3~LhAng4JovSiSt+k|xjEQ?3x*KGN!)PUTR6`(FFw6iaO;T9nm4hXc&3O7#1z-7
z7unUh!g%kDI!Fo$x5-PtH)<$en61%toO`V;M*+NM{PI854uRPgY0=5%(0*o|d(5H_
ze;Rb7Hkuc70&Xya-Ux_LM{49{kK9QLVUb9sl+=K1!!+Z)HsL+;uitcF#TT1^8m(iN
zBdD%e)#D%Qz6!cs3uag({*^@qlj5mz(~&)M1b~r+Y`&`^TNwWIdJh?#>de5l;`1E}
zJg!$=QuJ7%)}Sz>TD-3nM;<}yj`@i@OsY|4A0uOr&85r;Y}YCvSgu_=0jGm>w9VU?
z3ccrDKMw4C`a41Zi|Xa?I90DWtfVzoUHep<psU8YcK~6jb&YvFrpE|bCWcNKXNs%)
zgu0U@N1phImac+H**a2ll+YC|p|jsxg4AWMS@8TbGiu@>PSPP5OGf_Gw%dRT8P9DH
z@QCU*pu%|r|4rlx1>9sL9rh=kz92xrAp#SN=Bx`uvy_IT)-?dn?fj-0l{@z1MlM9&
z2nQ=LLRiJ6X}Ou9qN>ruDLOk_@K63(f*|^)Zeo92Gzn~+O!g(HlsB8GNgz8R<{oGY
z8p$0EHwPOegdt8ESNz5TGz$aq#QBbs;N`uZ8f@2|0*mU8>wAzEkDY5gyx?R_$AvYA
z>BnZ&l_y61eq@uK9C=~fazim>$Gb#IS?*1J?F6!5ByRsU>U6RLwx+n3?^it!Shx-S
z`nTH+-pcoy(;xmHlQjkCO3Kx}CqTBdq~w*jdB})8$fiw3YSvO-z1MmTLR=%{Yv;YR
z9$-o6*mMxAt;f_SF<FC&MYTyf@ZAIR&EN}ZZL~rH0wPUFU#`IUb&VKm*Eh2H7fec{
zBF(4@gvm9pUO)-wi#WZ~Zy-}9)?#(`Z>H>_Pj5EbjK}iLb$W$+kxjeJm|7oo`tbXt
z>w6)c=f67yhP~f(s&0Tp+Bp!feTu7T<7Z}67A)P@!RnOJ6c+wBrj7`=t;5Ah)Hlb`
z;U+PfzY3jgUp}MOp`D40i_>ybv_xY)Up()8NkBxac3OB&Lm+Rk`||<v$<&-6X%rWm
zQ1C+HK(Q^ZEht%HxThfkuzYGWQw9U^JML8n{!<Y*Db@PZjaR&wg==c-lU#^Ikn<&I
zCY*JIlQqAj_ycp)>T$gv?-HB|8Syv@<mf#JckXvaPx)4Z*LyDJq@&&gV_u-gMWvK1
zMj_G_$@P5MV!k=pup<Sg9I4<^I46iTv&|O{Y$d4NRj`?PDmXl;e6s%7jLJU1ha?)G
zi>Ns5hKJK@GA(7fLjVrYu%WV&5rJ)^*T_iJy_WK8pA2rAC1MB|IM=~jvEU|ONmWW$
z_nvr8b0md4l3FL0wN0-5$h#%eYj;BlI5=q<adqzrs5e?Z$^U0Sn_%d`+KHejyXg@*
zZdKa`=4aeJxkpsfxg$-@sIlmq6nI5rBRmdEKUG|3#W3lV(Hi|r{|*`!lo+sTZLLaj
z#bI@Q9gj5{{D&CsYiis;#dKySWOd~F@ey+k;5_*wKmdy{ZR_REyBg>7r|OE*gFcP1
zxuavw#G40@rm(ItkN%9hMtE)LBT`_w@h8iCwM}1ixX|sH%AEUscLPgHe~qeWA19YC
z_97#_?n#=jr&76@)`YsAhRy<!a2LFkq5u7XI+R)A5mHx5?oZpeu-tgk`9j_srwu|i
zZ|>5B74W%#fIQ1!Uo|T5%ZNZF6nv2>+0BBIB>=1OHTk+3OtC@ZdWvx;K?qoGq^V5X
z5$44Q*==d&MQk&|%_Q7GFlQx>apW|&Qx;--($RQaZ$#*IoMGzwX4IQrhW{{J54)Sp
z)IoviS~p2NxE>ES5id$$h0V=2!5gJ3V#ge++hFJO1KWhudHUruYKd=U>SrZb;hrq4
zI<e!@r!qCYOGNHk4-Ow5=T^de;k~>hwMxz7!Mhotq+FZ5Y2b+4OE)fKL;a{6+Fxln
zT3J-p#`{(^b{a+Kj0R6$)}dF+e5UU<7^lP|HL<#LO#lVsO2Dsbvu3wh{>+~nM7Xq`
z1>d2-Yk}OW&J~b`_9+ld+$X}AKvmQ|{tK8$sy=Z85mQx7;l|MwpJ-|4*3Kiy5?{;V
zXhskEzfQ>LL{7&wYjRor@^W>3p8RnjFckW}Q*{OEL7#r@jH=5RY@%~eYBbBxHDjt{
zXvS3c^~KDYGyCa8>zig&?P)-5B@QAHcFVmi8iU<9H0cSMozYQ{<_f+4jKV)ao}-DR
zF!%yp0!2ujUykOEGfG7<W>GCmB#p1h*Juc*76NqRN?71&o41%%lo2c1XeE!InNjm1
zhLzGY!X=5)1gtb~I!ba^-adJM({(2!kY&fatNMbM2sgiNhyI(scoCrlll}FuW0`%~
zS#CJJI$GH>0gtKcV8dqJp^wZJj{8n46?CJB^JATz^^_~u=nD3A6jAy&N0G9#Z9CLd
zO1;oSUZvKk^WNW4v)_3=-(nb1CRlMHa%)<^M{-<KhJd6#FwVVM*$;1!lm)bv_Kyc|
z+|$$=Ssh*7dqP|4M+k&-%41yV>jn|nzHa2&wJB(b#2Sb|nkj_zEx5wPN#WhJ_F)j_
z#ezv{ro^Ns3L$5~xXNx=1c79KZIH3~`J0;%K{bfJNr7j2bQ3+CWh$6xC^t+@>2MH0
zKU083nX0?k^o1aGL4@%llxAGi(ZMy2q`6|X)?yXpxS`9|a&Vn=BskPVgnF$52uoMj
z{BD!#>i69L(I9|Ao3f$Am!GNw*MmOoc<m5hrNfD^N{3#st})LLg5+z9c}|@qMG{?c
zehwpEMu&OVk2ZJY(QR$mZ-Z1<bFF<nKQ-`GFMGnWF4n>`atN|ewbClxn=bkP8tDIS
zAaP)`Rcx;Qr1O2>*V?jxNf9!;O2puNy?KB<<6Ik+Ck#n(C#h5dCeV{z%NS$Pjh0}@
zdxyA6ITYYVyAlw7*9DVrolzyuUGxA>RqL=;-#IRWnnG4M=@7svoT@Q$#qiB1<9b!&
zFYhK^L^z}pxk7Z@jOI&FE6H~q6tC08wUxpOEC}Fri_N|q=_5dyD{zk~%Z<`|1*N@W
z=k$~p9W(}>-g+M1vQxoY#*3UzcAI_J*08HYuwdOQmXC%WD!v}p0;U76N&oVtRbH}_
zqfEJwva45wBrn-{#r~0z7^O+Q^-TlV&AcQvl$fauGNW}RCA?8NoRP>R6^m$#mbd5n
zb%Uu<9`x?(MxF8k_YYJXf#e>MFo)~rpPG(kQ~@k85y0o0?h1%t1`YOyLQzz)L}DJh
zHV8DtKQrpp@@JlGQANBt3xxFD3XJxNMhuy+TFPDL0wiRrR7cx3E@FOa4=dPWLT6BF
zKYSRVUYN0PqmIKp?SoO#ql$3a@+Z#FAAxBx-DER5c`NbZx>IJ3KdI%&bzGmDKMn+j
zKi_()4p!W)>aq4I?Ltm%;;K8e#?1rB>sF`C8Z&8)@Fuz}%y~hp>7nLwZA_iRrOoYc
z2yE2U3)2WxizCNV(b_P_vDa&4PkM1xT|pM=j1z0V+E7ax3;kcUwrCXP{L!g@_-8Zf
zIw!Cr9#K6xpu+zF@>?XrNWDiTU`r?@IE!esU<*<LvT7Fr8TEhw*Rx>q6J}ISH_Sz@
zMsaME(4S=R3y(`_UYUu;Gs#5n{DSmj$8=!cL{iDHr3Cq!K2jqm3req?S;^V4HD^c1
z7GhWpHll4rapL2i{f-+3QE}dyG`9w9V6%B00Aw+;u-<rHVBayLZqNw{Eb@|FO+6`Z
z?PjNZTjtfy_Xp!#le3)wZ=B2Zn&}tbGam7Pwknlh$rJ_O%FDec5x&7&MpH_nhmbzC
zr=dk1E9GdTHs2(!ye0r89#msK5+Y>E#v04)>qoS~rL;ou3B{LSBABZJ%rq#5;&B5O
zRNp$0sD5EElhNa-gfwTtHz{y!B|9~WB-6R|yGjv_DVF<=o)kdU0HtvHCAC++`U1&E
z@Rf2XA@}Zco$`AnrZKf1#JT3(igkF4v0_6cuAMmeDdr~CR7ft&uIC_+gZa7nBS1hw
z6E`&5v_=1-3g)<e@>Ct5xVxtwT#UOpTa$W$32%5fy|%`@&Zs(z1)b&G!EHT-*p3xT
zbIp-Ncx~g<@`?cFU`jvh0$vEI7-qukIP>o6NXKm>N5bp6%}b+}nvpL3#b5lzU;gD^
zx|&q|Y0;=z_7q!MD)<hUw7qYy>A-+|^X38a3e5}e!m!-%4wEoUB?wfDs#rv$HREev
z1RxBh>P0$)r&xv86&fj(<2!|9jf*LSn+`;ZWP@!o^@<mtNmK4+YCqZZE+JKP)e%2R
z$V;-8o0})p#C#LR#}B#Y7g1Mc0!o5k+fADzu){w`04zaQ_gs7KQ?$9)M{{N&a6oxW
zJBZnG54r}M`R*n`%Y>sqEZ0*g>MeAwp}bo|)y3<;7AtOoxt5Rpt$f3i0xLD?uc@(M
zJuqHB;>M7W9igJfOTw42+%}PvvbXq}LpD-PRBrB#a}QF!8S3*7%Xd0Ucxy!_sZHPX
zDSay`SNEW<B_k3X)X|a@Bk9le>qdFGZp_~Z*^G)COabk~-Te$K01=Ni>}!rph3z1a
zf~1^ig0Z9q6A$CIZK~{*&nUoy@QNz#al~EU2#QL#ev<;LOAK*!FMt$yXsi}0E)1oK
z$s-`0{vHAfvF#z(jf<VC9Y!6Ljj8Of9#_{>kwimLR<*&6bxd{dN!%kr&RjvNRFi54
z%`|4N`HhX7J}AWb==X&{y!{EMYOrvJMK}9Y7Z8nUiaA@i1IX(ZHf}NBoKZVl^#UV~
z6-!T1hUrR9>&lVhd8O_nCavjcZSsXP>gZDQVUwzdE%PcZP1reI=LE+}lN&UiX~~<&
zQyWJ!1bE@G7#dU4@YIQRDM!nGi&(Wp1+mn_sRY}>ZFGa{R)zZsGb(o&!qGa1h*KiK
zOo3J0fh7wdbn;T#Vtx|RYp3UTW9E9|NAFHXe!=yzlkw_k8wtu$`J60{6@;HYiZ<}E
z)&oo7X4C`}a4exJw-i|Di<@@9JwRE_Hl4QfEnsb^4-9Nlizn>!_2o0FtQF|ySYFDm
zsGbfe5Yf>4Ysy9S%s2<q-sO>BsaaRreDVpK5F1flM@_X;!SYg5Y^Rf|j0~OcaDcOG
zow9Pki<(87)G07Q12kK|IW~~+ZUro$q|83TARYqLar6Wy-LHfcgZ%@}Cvlk917xbK
zg3YMV0EHeDj3qBQQZUr@H5P6v3k^w0=gTX#m8q`zRTLO9(wvGTIRq3JJ!*W&K<VbB
ziUzi+tjLuZu=pSsMTZ_Dk(XhGlxGb??5Ts01Qi`>tSJrGNyqqgBNCiZHJ@^=SmN}`
zoHeS(wOnK*uUzMJ_;7B1*9fTQsx4_08sGzB#MOEkGe2{xh7xzUibxoRsP!qzF-|VV
z9j=Zf&e@ujdEL6ke4SC}d~9&y3!hyX)LEQ5h9=GF1<fLT-AA=*J)?_7PJz>lI;Dov
zK0<Y$&}}1!APe<ozTnk^O@@E<x@JT)skVHYmU1ClN|Fol==1=2vLA0EzbYh;6NY;~
zr6v&)Od`b40;~l(3tVa^Huwt<KH#0>Z;h}3VDd9(R41Td8Yk8hQ))z5Ug8IWupML@
zsvqcUIbNCh9o;mJ(11j*ZL3~$zT6xM<`5~=I`Nsoh8JLV957<dadUHE<6Tpy8xA9{
z3w51IWN`&~crt;lKZDCot6FM@ez0{~Z4$wPb<?uv!@$7}0R)NLY+7Q@@;a8wR6J64
zg}}Uv_TKf1WVgV2J;c1oFEzLs*frF5Jt--@CP*9}QPq|DR7SP1dr#;d4Os{8l2VuL
zU4RVQZhCzrsBvyIS#}mvTgNd18SO^LT(fhpYVXSW!R8H+x<jRuRR9x=dI>LGMPMzU
zvQ>%&>w$|8e8eCEY-hpGQQ(O8n$s^|02QwO!cX|11iFIAK?Ws!uJofMK#Sg<*C1%G
zj*W{tG;zQR1YmiHk<-<6B$+Xl_RfSHU2CPywTGCjUcyr{uDwN76b_kX!65!K4q;Tx
z;|I!gUiqydpp*)VQK&V-ivXB_5@?Aku4vg=vyEZzRbB3`efkq-)MzY0WTxSW?P%+K
z*`(N?`jm9^YlF>R@gfD&h8oI8HuRRp(X+j>sdt?sS@3SURKDQV_%owk2ULTiPy5&I
zx!BH^RR`YW)lKBTNg-jCViaL=Q2;j&vd)gtz)r*K5ucrBGPU!jBbGZcA&=Nf(2T0q
zzuy_vXn~nhm{WM<U9wU(oDZ1Vd}JIg6{x{R`dS;o?hQ7L@fu;yAn!J?b<7pO=Lfdo
zNoOc7ec_C{iVw@{Xx+KoIVcNYrU0^=vAmR%%0X<@U<j;Rn|wC4#7Wt`N#J*Fs40f+
z3N&Ppg-B#Ha|I@lslI*BnJy`mK!e7HFtKxv0C^$O906eAA|`m3>lQjSen2cEKoCG3
zH!~`;&8VA^FGPkZA&E^=14xG&DDKUu6<P}34b^uQ;?2!$uJr4x#7|b>^6FHI%!)2?
zWX1|-qIi^kWsd5Po+O(J+Nr0MN~}|miaz+NsHe!$NCYJL%4t_mh9|j3gC=CISz|NO
z^1?Nbt>zF9>rlFFvsWma*BOxogR8#f@y)uN4Zm>&)UkF>c-5K&{qfDH1c6v-AFGx`
zY@KzLVlALe67$IKU9IP;2Z5t6YGHjk-RhkB%#6AYsOHjH{by6Ps;D^SdOaW<;`%)i
zc#~!d{a7J6oiN<@`)#Ki(SS*dI9P&dNt{+7jPYiZi}^O4RullTZ3kH;;7FR5o1Z_U
zHh|%VL#<<1v~NOs-QcaC(@o>33A46+az?E#4XExlzK)37EGVmTtAe%lf))VL96+6M
z>4r0I{rcAVQZ-q_kgYo&fIK`An?vWTW>jXas?+FF%#Gz8i>2%ytJhv@MisL);~X?*
zc*a=o%D0pB!8lhKSLS^934?222bWG9WqT>)>u+D$R-ewd71+W-Iwcj_F~O{2r~L>p
zNkxX$!oUJmtJ%XtM%EdX1!KmUQMXFrkMjl1;H*IK`ECV{V=)kCluYT>UCA7d;!!nS
ztX1iNo)uVqQ9G}bs+!KYNHLI2A32*?V23rbfLbWQOCIMsRIvvMJC3!I*SSV8-RG>~
z8Z5c~F{r-$u)wwF*r@5aw%=RAo-s96KYucQxb@D9KL-KKiL0G8f0Q$7zZ+;A9ibl^
zQ)l4R5w!#I$A5n!zdoha-i3+d%vA$^`HX4`^?Rw|uwPB*zcA%y?ltCiKsbpyVu;L$
zz+=KF^m>-1kc361j1z%TNH<^d-<hI*SB(<wZ)8SQYl+ig$Heb?Mn&wkZ3+0CCKP^t
zM@4wYfi_ncv{9N)C`3Yr#;t9zSy@*T&5Wvu7E|el2I)(mqpfZdgB8ei)B5%50dFHJ
zo-i)9FPu?3mxV3nZ5ZoE)H(ZPp*8x73f_jX*NlHjInbKKoRW@ISV>kNr6HaGa|XgJ
zeEGTAxu1ZqgEvZ#tl@yXM$=RwCL|z0u8v;!1T1lh1yut}Nhu{ej4&HAID-t{ic4aU
z9cwaWBxE8(7W&T)i3BnbBdr`Y%nTVGE7<d&&Y>12TX!@t_Z?hDf;8j^SlEJxhFk*n
zd5_QRjM$+Re-P{^C@|V@>GbD1rs@dQ)N8O3)r^b4Q7<T=_cksL)se&=J8{N~kc=B_
z0&_T@)2^|_r?CzVyn>coYZ-R*4*D@$W1<iS^4LmPVl@G`xiNJm_K=FlXR34d{ALkQ
z!6dG;W^LzGH$I>W&L9sKp_3LPM?=5ov*YgGq?8^G{YJ_VZ<R8yTi2M4l;~P3CChU<
zug9x22~kbqxsI44rXF-<q^2Vvn$9*cSZ+w``dd?ul5TCXfg{L5eV|LE+e~ORk@jmt
zo#?&=llqYk2x-1EN~9`qRPR41!~^8z%cB5_L`Xb(*cVj_AZ4YO;4HYc00JT*0S9?-
z1Gdp4m4HC8brmXUQiVCl*oU?R36bT7UzxK1v4i8DBQ{k^$%2<JImYT{)Cs$oAAou9
zBd)K^9D?!qRo(Q!5de89$G{W-FcBE$kjELNu_}am&99))08zD=M(B0*t+-g15q8`F
zEeptx9za&Ui6QDvCr&{hsE5?*8haT3+8K52L>a9C%eR!HUy~S015Fr{vQu>gL^^<7
z>pRp+6EXrf13<9Xs`vQw-sgkW^pq-VNg<6G)>Gn9T#eim0aYPMN;(2_t(1~w!5;l?
zf0{f==@(`*0vUDp7T350SXZWiGp)UL+?i1;*2+LFgCTGRERerdfj4Rirg+jTg^K`c
zimo^yHbfF0F8N|YqESekdSv89%n6$3bq(4K!E_B?VFef4DZsUdR-EA)8_|Xk=_zWg
zt(bB&0EcTlOq4d)g7J|Jn5LJvlQGw?iJmcatN-um&)A}xc!HmQlrt*Y)8sj5G>&^6
zAz7@}hI(+0<|G~Ssj>FNd`;&#v+5lWQ*T|PM_fCP?0oNxs^dsEX|mFA-r2O=Se*`|
z1BIl21=GOL8KK$V9IH~K2MSpvbCl2=usDz8MXcm5yVffhcmFs1lO`t@Ujj=a=IY6u
zrycR%F{3u*a5N{TEY=efu;3-FN=Xdm1y7OFYGJ<#=DiO8Y29>n)MP@g5i;7iy7vTQ
zed^q4sF0(6x7LYbUWdsm^<FOSy{<rUyMfJV0w};*ZrJSSms%;1i@`UnaMn$5UI(^0
zyd<)L=}F}i9{XQ1qq1prCayv^lh|~e$Y(~?_&^hY9M_cRJVl#zM%AbDr84Ls&&WE?
zO-F25f9y|5!D?&jp}JfurR*w!b{4R{!*&9AEv4r^MFu-lITjSLQnEwqlsF@h0ZVie
z!^S9k){aY9SO70Z`E&^B#bEgu2-ml!)@UZj4mBA~cT^^+frZLJjHXEkrKR&31-J$?
zPi_`#ol(D4fhUZ)5l<ljU&_={?%TK+!`Dd_V(}`GnI1>@wQ<sl!E>d3e#f=ybFES~
zkC-4~r|nFtjB`<+M#$CmDpLmCgpOH$KP=`0)VcX}5kM7n#FJIJNvooxgf4DCO5#3$
zn#asdRO?eN#+@z@z;?DKWhiG|V<tgHxM+;Yoi&Le!Y8L1K^xYI9e+NemK=Fk0JVTH
zdc7gd1_zCnaiwOnxmI=k%#5nhNRy@Sco)AgEH^9{PbJ7vGnGSRO=^$<?>#y_K%Ory
zCJgDzh@(z4GQ}6o(ff`t3z)N<bQVqMyu%{!5(gz-^?~=6hd#B<TY;}eogMsI(oE~X
zZi8*KE49hOy#(jEZ5T2f6RHD9;Z##zT%@jU;4ICVojP#6=ygWM;PW@$x-#?2yD1!2
zBpvtQf+XkwSb}QmzCKzfr3wVnPH+WP;&rg`A`5FRK*WM_-~c?UxT3r9I&MH1C+R~V
z<1Gurs0qU!o7WShTvmiVslmlrlUBZ&eg$SB?LCROXH#WmjZVY8N+Y~db`|+XegVtT
zD^@8(01nWA31kE|u$Qu?&W?`&Yo}K}&#o0E_d|nCy&JsY1ErX-!X+M3hA=hqB<02v
z&u8#XPGM3~uI`ylf*1jUuGh;@6@!(uGPM$N$RL=3WxBi9k@;G+E#K$=WU4ld;o?-O
z4v4x#fh@3mxdJ>0QdFxhK^xSaeLq2g?*%q23bABCkEpCV#`7q#jf=4>Bvp1eMul+9
zD-w(zh;glNe(Q9NIponMx=g>MDhkJ%+G!<()SD`J)3r~vbG+iZcDw2N9u(*KZxexO
zXIg<9h=CPfeyUFH5Bii`;2s%tT@N*KCoti~H>{4>{#;{zJfmv2NSmCdrOfKVgklaF
z-Yr_%A?Uf@#Qau$>TvX_J$4FJ<2ah9G3PMSn1wp?(xyvZ-+G)W##`=rsU^3ND4R1v
zvE)Thr1NGoK0rQ&EE4z+_+``?4J(W0$ZlP{TMA(bBY5Ro?g>%V@7{BJY!<n*8>-(u
zqpq08u{pS>aQ%uRFDVFK)kHg_eg4K<65N>i<=w<fyn-a~2T5F&Q6qsIn<z-P*3i`I
zsDe|bX@OdP+Gpit6NQ;X3dq0+pj6E(v;3)pI!bJ7uwleV<KGVWPmj3qr@(~A$eU14
zb|O>}r`4CtsMRH#Ly7fki#WHVR+ky7Ww)hFk%S~=?1dYAf?Wqq$~VV3Bh&Qh^Q5}B
zGoa9Qqro(kbk?ReNXs`hqaKoy$kfq&rIeICqlb(@rvEUK`w<7ocxBZesST-oWJApN
zN=5{;GJ(5Z7yrn`y=33@JY<Rog^0X-B^5c9W?&(Gjoi&tpI3kfaZbH95(?nwDDb`5
z1XgUSfKF3K+OkfnFpTiH;e--%QUlDjcbXMdf9fmWd!l;JwL%apeTtv;8tFhMSoM7n
zks{T&)`OLD)w(aI);$c*^Y23dNq)kqI`P*F7<=v0pEILsz*YftzH6w?8ZpdF=qB3J
zeER0Vvb4$Cp*p2)ADB_sd8x^eI}Oeh7nY7A1zSk|^iW6*kmR?)Lo-5EDeL+Hd~O~f
zPi<;>UGIjAX?ACgA%Rjgh&p89wk@u$P%VaLye*Rc6rs)EJ)=hH`4y!TN>Xd44PbC4
zyd$S#dw}79dGAJ!xt5^15LklQNu6tjUJ?G-$+(qrrnq(Ds+62oN(c;9Dj#r~0Obw=
zj3WLWI%L29@JWLfzOgI|l(SPt7K2vz9@ZLs;czoa)0+P#pc}z#kzmw1u*qm3EjuuZ
zvj{&qqcUh+>oQ|`hg~VVpT?JR6CHiHrVI@h@Tc<{R?Tw#mmeM6!1NI#UT>Vkicb=3
zP;xU#1=Kotr!7;*$dGghSW<#tld6=Sc<xhVAVe9Fhyk^v7>vD)*r_g@s*zHr03x|E
zKR$Susa{Vl=XG!0n_<>`pTCC;3EEB>d8Gg<)mRn1W$GgcXpoJT&wG4k=gp`z&ZbMN
zK49G!D)56K#n$S}FX-rb)offOGL4H!BIcpJXloz!bu*%BPvZ6_q(3~rbZAYAORH-f
z0|IMwM#mvfW9rl~*J!5QP}eq^CSZ|&Ikg^Ocs}|j1TZ9GT(#v3Pt^&YyQ_NCr%58>
zp?!QCd2bBUHA3~eb&YvW9BpE;fXTzy_4|Ges1c;BgVJ`AyY`(J7=gfyse-ZWnS<CK
ziz9nd-EHJ3TGvf2*L?N0#SULujD22crsalN4<W;gJ>^wMKCKzWFN-<;fCJ<Kd~V)E
zUKqgVf_-5Cq;vvbvv&-sf^^m;!C86d%Np0+^w7?b@7sYC)JTpc7@i6zfU;YEY01K7
zcKdU@i1Q|;<yfXX@*9jZLd3CW9BqClM+x3@ExYKgpjf2D8)5F%ZuPY$*bp9pS!1&%
zdZE;huNx?|o)<7tN-J=BH$q~d@Cd${#A>$02Q~r4j!Nk=j_jWmQGLX_ZHY!k`kyjm
z%Af2g>xMQafNMkBpEbB3ziLKh5Mvp<{_LzMjbX1z|MEY%CJWKZXzj-}WjL(uDLa5e
zZ2s5V+yfJIwUT-4YY)wp1}o16RyP$-NzEaywT)yYwUtsGE2U2*Zl?x`4+hjJC9|G4
z*O{QqEvr5Zuljbzg`LAII5X%^_W4@LKYh1S{loWBsEVTylJ_+Shii~#)N)A#)?6kS
zc0L@#^~Gyc5I`zuOxwce`xN*Z()J`$6{p4oASkM7lPV;Qf3R{oq}%m-cusu>($UpA
z{eiyay2ejJy^?FEn^V9y2t_m@V~#q;PZh*%i))Px#;A4k8wVF#zUR;11p*59-KXk`
zL;PRWW9w5*+Mp88aT3qJa7N`?zNI{878m*s`A3|^V3CXUv`W1NrWe+kO26ou8S3Wi
z8!t88gM4+F#TT3O+`&h+m@=Wc5_wK}6h<B=BpwAU?D@_(KTO?}f;W*D2Jm^24yOW`
zgEh+o9sAp2d|PYLyKe(bzI#R$TY#?v2}Lz^$WD#{4pP8E_zRCGIYzB@Y*5oGsLIiM
zv~)eD#Vm3buF$Pd2F7g?o_T<m7fLO^X&};&q#0E~184oE7dYNB)tE`FX3HocU@7Ph
ztiz3Md5*f^tuGjHYOr9i@&8=rIs;p6f>#c^X_GB$33>uX?P<^aO3Y~olLW2G2ivPe
z1kr%z&x&##=^2rr@Ln_iCFP*=k&NUeyDeXTO2l)R6cQs+hS;R+o*j^~P@ncY_B81h
z<V5@AO(+e|p`^rmHk9B~Jmn?94sl5d_+Ba3r0irQK9rPFvc|0EkkL@{EwWOomxW-4
z3d!PjiW<m`F<~NrukE`Hw7^kxQZpi;3kDovNW`^)aLvX3HwUWC-IIT=C4<=d^-$x4
zcJ1~}3jBPWk+U|$v6)m=7SlQ|om22kRKs(H)JLoAAjUKLw)(AS)k4dF%M8$jtlyDG
z_dzMp_|3I;L#<~t;YldYw%-B*SP>b%?^IpWe6vqADdIgKo5rbk?w!$O$6{d<QsPsm
z$hXD999zy!Jw>dLoT#!Oj3V(TQ=U6+T(w35E>z1-Pda?Jk%N~)?I?MmOBvC3x{vak
zn)<hI?mb~#07Ye|<z6IofKb?J(pY~e=C@}581fHrlTMazURQV5`(6>-_syu|Vy$dn
zf?%jjpd+W2%5H-q`9%*ehTb*)XPyYa>x_I~H*ui~!>IM=XoW+2oRpyJ)<kw<pulk6
zH8vV-*0Y<`H)xqgno*gGZ_t}A&<N{7MITLHc!eDn9t><4>(IG5u$3Sfl|zu9oKc4o
zv5r%&9dmtg0Fh{ATC|gLjgKLclAX2Y>)w+|IZ_RD{T~Y78|S`i1RAD|f^9QlgSQe?
z%6{XLFX?!Yl)QW@aXW$Ft@tqiFUi~2jTBGsV3c}ULoFYnmcC;xQ!_|_ZXFA~qB<&`
zygburkM|6PMrw>zw3Jh>r(VtN!V{!W%LV0Rp}#((12@Afs_ES8jH+iN-iFV5a(zaD
zZ$@?RVT}{b(zJ@J)_ozGUv<{{4y4X9XVVJlNGqH7oO(WfWy&wOyvQ{W8dIIrN;zNr
zfreL6OJ%Xwv1kKj>rDJwYCVYjeDqBSM8a=9RoBS5TTj>reM&8Fej)O@Ro4)=4juhs
zmUDK@AV*`bosO=FPZr#dh&j1xx`vq~dPE~($A2pqK61KQ^~F7v8%MgVsX*ImUM*Z}
zvtx0`vgYb17kjjrW;A~`rrJNQ=Kuu})lFUdl_s?>$C`b>e;4u(P7rp+=DTi+N8twZ
ze)-``A^|=UeN$()jIQ1%$6Q>w!M>6KeAEnjaHhI*HYwR>a=bEg<dk==U6o!z)q2%%
zReRHQ3FcxQPB1FocK*td7evhqVmA}gd2d+>KF%Q6`ePTVZ(wun$G5OzO3WCjrxa^j
z9{R|JT7&oO7?4^GY+}3FlG0fdpB!tM&(Elg!*;CQ9Lq&$-JDS$q+Cm)E|i?kGZvQh
z&2jFlXa=QerQ!K?@V+LcM#8op<YiC&cr7J}JoG8CCAllLAZ%fm92;Y3mqz9*T4F^r
zj3-yYd~$}lcK!AQGM1v>>qNnqmtYi5vT{jyYZEH^Rl!Vb6V*`h@!9ts3OvC)e=}hN
zQ{?HYF;(!*isD41fmDe%NQsR7Sn)1M^Sjm&wNfoLqFSSPN%~4Hl>1s$e;%&0^E(hg
zgL}QKc|U)uZZXHYC;Rj}W>m?NuU3g8f74?l(@Yd}Rl8Y0aIXzp?&}K@N9)`tx!c!9
zIp)jtnS6D6&7}cFq7yAQ{?u`zYD^UakCq#LJ@k>YfMU=MYS5UP>pHy>d<pWa!L71y
z{@J?%OX$`g0L?sWUO{pFF8tVg39?TNJ17%U=#7xVt&(xaY0&wNMKBv~Z>Do|gBS{c
zwQX|vd^Zh%(TQRUTk!qMufCv_Aktzfdc>$EVeyCxGOh?e??!llbZ{F&tZhJLYDOB4
zw$;dL&y1-8XiPOD8Q5I?DK;Cf!%3Y|c3rh67;DTA&!}T?D4{#<jpd~*$f1W&A7ow1
zFtJBvWA8eqN*RW%`4n91I0yfCo!3{UNex7!Dh-5qJ_BKqyjJq%KMXuc3FgV9q+e3Q
ziUw~s8N@ER&m1KHjFOj<A=t{yja?7MLb9Mz@{-*(<p)ou(CbYUN(!!ZM@5l@%qj)+
zR$s_PA}cK)c)xzMhOym8#fbfQMupq;Kg1F^Y+jvy-;+`pJOy8U9Z%~|Lt1`=^d{%u
zmBQvaRiCdvqv}zV_Y}sNcs+~r`+X=K%io6p8q_!x=F3mjYuMaj%c$$e`gHnbjrqyn
zQAY-g#Gj2!<=)Rqj!{ZJ60HR+{BLPSf6_PWabM)i^_hGd%p5c(3hfUW&FE?fX-w6U
zPR2Pq91~6)Z;7@a0SIh|g<kFuoW`7He<qTKx2r;C<XY1wpY-|w?ko_nLA1O=8^Uga
z;`tdh%dU(|d{fbWCxjcs)Xw6?pQOx3u!Xkj4``oBb7EMT*)gqH{BGW#{~fic;?gkI
z#Kl6x3DAbI9C242gK?$^fmu#%)bhP%9c+fxh#lb@Y1lDkfeX_tgV45mZi8*Y7>Y7t
zPFp7>1|JV>rCEb_l#6_gb9gcd-XrR2D#Y%M<*%*$he1yKvXHfmteYuAz;mBU$Id2I
zu!mtOH|KBToERMO;?arIo=<jA+lC1@2Qa}4qiG?5Lb<d;kWVHhuSp8vEHG74&8S>(
z1c4a_bP!%?BFoJxr>rT~L<ORHT;s3gRPI!(1mDD@ZF2?YEN#+C4f+XUWzhsP0zSFu
zsd7;xM%es7JQGPbEOf)*8j|J(AbhG?;s6}r-<(mOjN~zNgV^=v-iz&&Lh)DM#3yyV
z*0&VqXLhf|`4!SNfXA-A)yZ}9>kr)2u~Lczo<qy|x*>S(?s+-Sf6E9c+)BK@96dNy
zo$1KwjH5;Gl9WK;4qHAmDXq;uVz_>xBgob!gL5=&JyPy-8a6da-_cXwQPlW9S90CS
z>*_wazS$S~a(y!2M7v)^1xzYk%@U%LAT@9@>V1JpkY88#o_MY+8@I}I6a3WRUC7Uf
zn7pjGeT>h=z|IT|k7rcl6DS(4q%&taJHw@Hx=M}Z^gmX>t@#bAfd;WT1sa2MVdqy#
znMev_W#(tPX-g0Y(9?PXh717v5f%L$bNC=Z%Z)!h#F>r>tniAcEH~Q-(GeNdU0KjR
z9>R?g?2>}-fUG@OHrQsfSG-s}tko~B?r(PGR@|xPbmcl-u%M1s%;)jV8FlTx%~UCC
zZ8vojVw5u4yqWc+Y{HRpUu>aQ%FU=k1;va&L$(pm_jXg1So^5o(nUKwFE3Z#Ato?_
zCWhyevQsI&wT<729?S6eDFjx6y-cWo|7Avf@Fl2O0wyaz8w+EC)U<PH-UO$QT<0wC
zilxx4xla%pY)0Fm1QRJJlVD=IhX7n>W{Fgz35LgOJQGauyauudGY{Pqk{(Q;9?YoU
zq`-q)=*@LaWJ|M;>@0rBRNrQ7yi!d}8`gn0JoToDVmp#T<ECGZ?zvXk4vw^IJ@Hkr
z7OvOu>ddGcjKAwYu_EFTmZ|<KcL<>LDUuUves{9}+QKW(*ZUyq33vF`0rX~{UJszS
zeT|t~Hds1qEN$Yrp|sQKlnTkcxCU0=4f*?Sh~f0v>x^{bbm+`43I0W%)lUjG0Ow|3
z@Rj{1^POnHq84<_a^ugY5%_b|Q7Fd_Ao@TMyldhj8dC6z>PU*;HDAFz6Uh~~>)Ekl
zxZU4thpB#O6Rw*xs=Oo!|80Q0N47yY@t^Z?o!=M?F2!=Q9<N{cFZv}e$15{G*-a&w
z*`UJ;==F7S<tjc*w+<!x%HvFdOsm(!XN}DfV?`>6VH#4QoI+?Ko#<S6uxzl+X0Ld0
zh$<u}NHZ$qEIZWZ5D^%5Roo#`DJK!1{2g^G2l=XrbPXnyvIup$zz7K9Q4-<3H)Tl5
zOYdNpG)uV=Xyu!#)t+n0_gd!Wb0}?%JcIX0R(T17YfKQB@ZMWWAb1NPER+<p>R2fg
zSf3`aeV0VAX4E*g4$o;RKrD9rxluG&h758XK3s36DF_-QEv+%DCtVp7731|w)n98Q
zm^24UKE3%(AB!Hu<0H$S2f_HLC8~)1;OzTy1s(v4vrvCT^zu(ntk*p5!rr^$ho`ok
zvr?z8Giu$WxX42;z&<mo0!?Z1p5I(gklW2*>vgV2`sT#vaR@IGbsTxYLum8G2(vdE
z>OB07BcN~?67i;yv1`?((YpE8yy?l%JCd*0n|ynwPb2wv&#04rx`F?5b~o{M-1Ng~
z|A{Qu`ER)zQ*{T$)2G+I2o_g8@}@48?<)9)YAvbDpiR)6L_Sp-f$2mdFE-0f6NQg#
zSZ5MVJ?&Yhk0VK5DCBnZ2wuq~V%6+hS?~Qh<ev>JjMQ9bQ~}I+(a0_F=Bsjf4dHKH
zWF$79IvgPuRxFc8CyqpBY+yXNN^rG5znK*0g#F$duM6(;-Lz&{g0)P1NTs)5iQ)E2
zhnHX1<Ae0)jKCuAwt}eF!zV6<4>H4t&TDoMv0x`W%^QxJ2g?TAZ1##5v2hzyb&3et
zN8n9Kluyb-EjL5d&&;UVVH`2m)*f*iN=ygoVwxihee`D5Ysy+LzKwDD&O8QEb9>z_
z67hWO=!~Bm$7b-Bh3ZSnasz6?D6zn}ezKG$C4FW=0T7X=Im$Olxu-&-dwn&QmsYas
zL=Pvn8Dko8=XFfr1=Q2&sSN_u1&X+?9<EJc{|{>a@=pPHsP0yu(vTz+Gvhpb<RTa~
z0@pe-tNx_(OfW(!p4{=i#xucaVapy*^rLt<0`JUtuXTHgB!P-84gZBPfQ+2J>jsQl
zsLZxRCAPubwlL3rFM4Q?{S}uKU=(VJAJgK-+T&OK`Qhyk|IF{|dTPD84qmUp4ItP8
zoTe0T!Hr)l=~G`-M&N<Y>&!CvUOhkie+vjGT-?)E4zGw;^%1Y?yC!#@rzcgv?nAIR
zh6&qZc~;!(Py6HB%|6BU6eD*uQ((gLme<FQKi8OP9U&DbqFQzOb}r}$79xM(ckdx<
z(n-olM^Z-f*+G6Ysvk~`rvKq}{q<k}wSW5an`Ts}SVM)7<mmpvSW>b=HCH4HT6hW+
zXyI0x_mG#SLbJwHZ4QU+;9yOO*?DuN2?KREu3l6HNi{Q&8Z~l~CN%<>!)uke&b|>e
zVYEDv&We(NrB6JGzbqOUB*m=7i|mMMGZJcjW?;DXZwZQRW#*IJ<Q2L6$m|dQ^w5e1
zjhC7<in1&h8Of^zWm>Do{JyYw3xF(SBreVQvcA6JqcpsL2&CxbEsLp}t50onxO>Hm
zUI%jFi3+<c_2pt6*dnR~<5fIC9)Eh+ktB<?AIo%Aq^m?^2if45oup<)loc`K6X^h^
zPt8>LBMbXW>Sn$@v_brKs)!(IBhq4BkV>|!1?-9T#L4L?q!pV8g?c5@y(cyUrzTQU
z0f?60;aK3fhL2$CBjE}1$)uPqsagpvH7T1cPf}Y6ytS$pEd>q>TaTLwEk+{Ss#=@^
zwq{qgdSE+KdgxONpKa!Jtr5QyM%zH`iSY0Q?W5)7QZVvr<c6ex!PS_WDRvT{o57?)
z6N~`Xc-CNMr#+HIhIK}*K{N}te2D@l!mbw1SkMzgf(g1=g7<LJw5@*ZEmwbf80H0E
zWmn=2F+vjYbQ9J^48C}=+`z<|C#&la-u&j;e!!{=+}1{}(XQIUuUF*D8U)_eX!jcM
zJpcI!D4Yu70P-LJM(N^+M?*$t)01f&Jc)STieRb1c0~`1aqPWiP+VIVC<p`y1cDP>
z8<*g&f#4S0A-KD{1$WobxRVBgYjBr9aQEOYjWpBOzHesU`}3;iRlTaYr%utU_F27U
z`C9DW$EF!?xg)fAUU)ZA&(We40}<RoD(Xg@Z8Js&JtTw_t^i9=7NoMbLun?)Uibk1
zrDx6G0NHbZ49o%%HL+-QEG~#eFO8$Rb$YqBC--$--ewqa1-YT||L&KZ`mwv@l`q<Z
zZ<c@t2*eVHZn@+Ev@oF3#Pn2!eyf^i+^%-sXEO_QtnBeh<T}usWMPw*dOwbehT_BD
z(x-=dF+K}S+kbb+k0Ej7h{=tSQxQ}3Y9Vh2faT$$gRyVnJ#|!v82m$cML{<>N-G#+
z#selX@7_%cdt-|H_XDQ60C^v_vHbWB>;7oX&?fs(Z|R|2pKgz5&?7`=`?_F0)j==9
z4ylB0hK1dEC-SYOIKE(J8fJBtJ5}{;%=sOa7=?WWyjF9XIej>OdFDVqcW)DqDk7q3
zpGa}OW~^vSMoRef4UTk2C1#PHjo@%A68A<C@W_i9z}S*j?i;FxjjU1z*J;>mD4eNM
zx2{*3FNy;pdGoFPBR6bW;`lK~e%3oc0}LNlnD(!u&*8%{p}1`46yFC3?vG<o-M5kP
zu=9)V`zcetuK?s@n3L9=&+?UiI)}==3$B%=HLoB)9C*o|qbUkDBCa?_8SpoFBdK;8
zqW>c~`Z<sR|A(ZsI#DCJQbRN|lUhTq<Lp}QQ$ZK#1s`*OZ4^ifjk42r(>AsxYtlCk
z`;(Iz6ymVd=6JMW#mOBLFFw5~Bg-}HyuB^|VNcUMfXYebwPH5X<gVRw`R%<=9l>NH
zFhsPVG!8$Qxw*9SD-%`OyE%b+GeX**(LUm=*URr3r99Jq+S(N$#b-hVi!Js!ljATj
zPl~33@7?aHAu@qfw(`sR{A`A`;|*q>bX3@E5_@n6d~yWZ$cenR+ktuK1J9H}zxm58
zKS?X;qVXs4ym6Qk(FzWCl?qeYFPb}26#Lh}b?m-gwVUcH7qbA}gBa&4E^<+Pocv7y
zs7A)F8KWjy@d;tdh|PkG+SZm1aW<2h3Vr|6=W%mHk_g2Pf=}6!db_FGM3PU`Dz$wy
zLrUDM7&5^<k6Jv{$Z3VfY}6m%RsEiR=F^44BxS)H@rK(fydj>0FQn5@R)4rDnsegP
zzpp`;A?>dGy#|-4uCTr1exvO3hsWz!qn~r6<W5yLj_X^YYA2;;%KObI<qzgbLS?58
zMIS3;tL{`azWCUfnfb~NBO2?rDxxFPSv$Q>_H7MaH8w$dRf?wUwuM2_KqnHAmehTf
zDq{m6PFm>wppAke@2M(lq^patuSAB7s=E;;xQ6SPRcLLksgml97K+px-DJ>mJK6;k
zydUNZB0>pA6`QT8+bAARP^C6efax(vr_Fu*MM?}n`@LD6=7ZkkD;JLGz~vmCv0+3V
zgKU03mBB#Yjjf_Bh&F(@+}!vg#l-S*?B?IZjjBa7_g$3goo`@!nnT=@W8it~l!NYh
zmyAC832OKhif9IW7E`bvu~}wYE=+gyZFElH?-EAplD5Lu=fx`PS2%!oT`l%XyYJg(
z8}_+b5tIsGIloY7^hz?9r2L9sx>xh$_CdjkP|)I>plx_=huBa!s$QE*&aywu%bH_j
z6aT>Gj4&Chc~50ak;+va>wFWZSg!reFUp+%R{<^;{p?mKCP=E0um9;FKR!WEP_5Yi
z;=RB(-s74w)sMm89iCSEm>b&f6DULr^?cbfnUaAa0o7-Qr;p%zg4x+;T8m$UVE4EP
z*%AsG?N8zcDhIDJQx5{U0VBV~{aQ0Ac^9>D>%>M=KDh7w!e6|L8tKHjnZU|T%?eT;
z1KSCHb7UNXm&&m&Qpu6z);w^%9Ztkz`1X}Stg?D&ZvcDc98>hzNS5D#LUjm$5Ng8B
z-n`#0MH0G}6#WT-kFv3L>lHH?Y`=t+QurzLhf_ITUeG>AkW#R-tKkg=%$p3>Vq#0f
z^_JE<)7?hRt$4;UA`*boy{FBPD#@8XpkiDWT?-VQLw`XRex8yVQ$%G=5j~qIR`Y{5
z7rI4(N?_WdAlEX}_?#eeNZNK%+SG(%3Li5vp4^<sx8S`7&SZx#$}~6qzJzYoLQitE
ziaX$5i8QZLo}StRV<7572A&taS?4ExL!@EFM+ERUl_m5yf#g_@b6C*d7paHxCVz4%
zG9_A{n}6*K(mj^P4GdXskH{1#k8C#|EKU>AzVd}0v3Qpjs@P!@@>~Q`kuB2Wcbc*)
zH0y3g^EUS{o5uE1VAVs}fJ$0dx{j|ML!W22XA}KAH>;SWVD-`B;7vNCW9TPWM)*E*
ztcwV3gPstrN=_kkcdLp$rhqi2os)EO-#G_KS-#)Y-y3W9BuHPnZcmwnoQa2fe(PAj
zWFG@ok>qR=PMzN>XKJtazd})j<9_0Xi8|~ix2Br9kvn>Pk?IdQryHlLh{WP;gYQqI
zICA$>7J9q61g*B7-QBVfzh1orz~7cvIPR2kPBGTocPK7Cc!&XRvQ_27e*0S?CFund
zTw0)K+RFFHacj3ma}E|4LEmaOZ0*M-<i1a2l3@y(p3tY%BzgS>Xz+lO?E*BV_#O)|
zArLK8X-FI$C`so@EKge;W<5P;<Dm-++K@anI5hm^qA*UPZj!Iqa2d?<X2f009(^T3
zeM9L9ff-Wgt|&8+L}2+8`W3^%M)Ac_u4(e1E539=d`VbIJQpJ^Bn@p?>J%0F(vT@+
zryg%X0^6DqX(FKG<lEQFsHC+YH>zsoh@|eNxlhnkz^t_WiMBDBr-#@q3*{E<3-91P
zsbJSGH~cbuGR3F76L%qDPpS&?lujI(;IGzO8~6CH&C)CSqCy;lTzGk#r)o5rFy1}n
zs3r~eDY1m2yEk8hkrMfM6JanV7NWNIddq+5GweR(ROH+*DIzJiwMxw8*}Jl-Gu0TA
z+IQ9MysRq|<k$j<CW`1->X9OGY?{6xe^Ij3N_+Q#%VN7uup4^;305l72pWFkYX)2m
zXzDcE`kgBVl{$RtQ+q%7`A1>2(DH`#GRc9vJwdE%?I${^^m-{tIzF?EAq+(M3fi}}
z@*-aS<x|lG^s~d6PEjFhWUXpVu>(apFrfht1~t5@F*~oahcQtKzQ{BemoZP9kTLob
zu02}E{*v9~7#or_q#ncJ<=`alHGQC^7^cfB+f$6W;Izo4!esg!S&T4@Z?bI^e<vB0
z0=xBSKf3%<-Dq2H7KNFKiaaR>tlGQ*9{o_J#h`IoN2VrL3#Z8DfY}U9x1O8l^kR%1
z>$n~!<i1K=9Omz1-yxN9yqaatbA=fO%)a%0rn25H$f_^9&3)5muWpfk6D%fCk+FuO
zDMr)A^m*r3dh_TG-qBIx?}tkVT5?}2scBDO#kA-}#bOiD;UlX^ln0i4+zEvU$4=^(
zM7K*l8CgvRwWxf%5nUNZ=95&<WH+ntsLdz)gjJZ?vm`-ZKK0?NV^bWPwnLJQ6R*^C
zpQub`ULqR?WE+QF2Bes*tc@V_vs|-7FM<qAohsufxfLJR4#HiC6RdL44l22Tm-DwV
zeA&*XeP-&JlCW9b7pv4Y9k++utmEbR3#*E>Qy&vw<uymZA=yGmW}AfFQ3voHe@1Y-
zB72}oNsEU7XvDQN5&)7owZ2K?Uxdo`7Di+eO=qUeJ(ID!TLw@l$fe+FRt(_YCi5Bx
z_3QmG?1=!;DP{OqMEZ4QdA@e@-N_3=fBm7^Eg_y5m5%X5Av%pJXj1Bj5I8%TjX;`4
zk0=GG%7QiP-e&r>th|}r8<Nvg|I=NJ>eU`HoBkuyHriRyxKke0a;Yh=7*f~3#-04j
z5$6h)@rkr_3H00}tCXIbTtbJIAflQtr7GvjBtU0A%=iYRnSK%)na1D7cI_qh*p1GF
z66eAqC}O!bV{)Lh0b^!$l^$$aYR6G-u6x1YD>t#sdYM8}eV74y>_gUTEBunWxGFgs
z_-N+DymE$Hzwy9`i?$sJ3-qWWg*WSUIFL2UDR$pGp+3~xq8n<mz6fHh9Z~ixR`U^t
zfhp;mMye}a6D_lJ=DB0<k2EHl#y#Qtz~4V`%0EJ1_begF)I8aEz+A=kWXcimE8C<5
zoLrFuR@JgMeO#gGP)OSBjGN~VR2)TAaw(>ektX7E(0REcD^{pVr+E6vrNK@G=BP;i
z;v9(K<K<BgGQGKaIGhh)g5AvSq|Ka(HjR!bbq-kl6!3zQ?K_muBBvUeY|d^MX3I7t
z(^#pRnd~E15%%8eD7L5}EaCdiWvos1s>R^-<h8X}iKZ0NsLT+vW@-z{f!v{5>DIB`
zz@FKsmE4-DX>n%-Hvz88u6fXR*dBj_b2h1Xf9VuVRTs7yYG><!?)A!1S0@EIO!^6D
z@YfYkvZm#a`G_rnC9R85>B6<Ng>P&7Q9}xfiD{yxFVVKfQ0te#MiQoOoaKn(gl4?s
z@)0pq>z=c;MY=WsHNn|M!Av)<`m3!BpTmMV2w}^fI%GI=vo!sk)}-J`v{6f5oVu}V
zHo76>!kL;X?_k48-W@ULy>X03rsp;`&K4zzH==@SteXlwkw>0&a+nv_0zd(GA~Ugr
zid<mgH?4JgafC~rMy*_EFNP}2QkFNW&9wMMQg1<Um!8s{S_Z!V<2UbNycR0=cN_}?
zJA78AG{b|RbC<G>6yeZx;fi&|Y=>IXMjEKO+cR*rB>`?Tabb>2m;rAS7Fp_gQsi)!
z3r=x+bbr1F8VTeRGmlLXsXkI%X_t~p1idFkF4mGKcP5bAJCBy^rJAezG9PJ@6oi3=
zx=NEQBk>+7){OoOpN6}>*5}0-CP{J0V(`%I4l4)m7Jaw-UA7Ga#Wtpiv62{#F8oip
z%Tk2?T)P;MiOjpl3N{0|B-kpf6p^JMmyJWWI&U;RY>^Im@|rEA(Qwm@K?Pu(#v}l^
zRh|c+F-S)AcV5X#*|`qLC9DhXI^--4ib;KCcXR`p8ckwqlxI@u`gt^r=-^w&R6nzc
z?Hvl1b?TU2Y27=c%(Fo@&WhAqN|*Gad;N_k{D6vnO+S0Du0O$F@={@X&pRPNA@$pt
z)#Fhdf9&Y{VVc>uNvYxx?sVrUIV%o!`oRr89JFkLAGRUzh(!i*fMexCv?%Gc&Eq2P
zI3o6+LtL`~2M*1kRs}Dabhyl9d(GFXCU%M^M^50VF18FKe!HC-=0tvP{~|VM=}m}6
zJJbE7oprjni8?Q`d?H6=N61A&9!xuet(pWfY2s4Oc07`U!y%6m(F@dM!3DsDuJLgV
zr}<pg=fPhOafT5H6D0FdY?P+YCC9u<&e3CMKCv<UB=LF;SkYNDrKCQyxpC_xP&NYn
z#c=BonoHW)LAxp;M%#I$d{rM_+4e(9l-xr{uqBoocHmbn1T43t5&T$HE&)0LrRL-S
z2aj)&C9%kCR`EJtP6iedMnxGyvlD+fVTlGB8-5c$VrN43w&qAbtnAh^cjw%rQcvwE
zB9+>9>G|0MI-oNCs{4*fB~&Ub5~y`DD#ASWs8$irzenv-CfCrTh~lw@lgml^mD_*O
zCZm`AM2$Q{3W*Ri3B@{>-s=o3#x9XY(kllvH+@T_asciX{7PFY$*-hBd3`PZv|4z}
zl`2Wf_W78=WC7bv)2E$n03Umf-MqrNiR3o#V*TJpONp~8!i8p?SJqLGd=jbHfOHAF
z=knxN7)_=ygiKEYrJt-dS+HM0PF@hnp${xxs7vK(ViPk|f&G2<uHkERH!*BXMY~f+
zrFV0dEUH5|B&pPyKs?PZNHVf~hypF<`ZMUAGda)e^w%bkA1OJ)!vrR!cVo#8^s_mB
ztsfwb1(eju(P`=B>8{LJ#|m>od~9T2Ka}%o3t{0%*wZjb^wvY8G`mmjO`=Lfgf1AY
z@pi56(7;V*cXW=9d2;i+dHp$r5_~w$QpHO?hE1aGoxji8hPxpB0*w-C-=>gUd=FQl
zk&#=-NoOnpANv4SbS6c~)+6bD7i78V<DzDW7Jy{?0X~TMtA%3J7XeY?w?XmMGOhKH
zOq3XXc=nAfTdR=e82n@lcE?;V0sujw(?M^Y<r0_4tv(&BcM56~!Q~URvgzp)*q<xb
zL)B*cv!%<Y(_K3GfH03hTHv$%LwV>9DzDh>yPtO%SX}d{VoZ&pfDhLzN6%dFbg_~J
zG~-xiY+Fdha4D5IAK7%BX=Ko{0npt~XEa@Q`#tuU?YSpZ8Q8z;N9?FP)Y?pS^x|OG
zILI}#*fvz@jcPGtZKqbyhMX2%c&IhB`M8s7*bMgH6(tM82`C~&)2UKyHbtQ~*mi8I
zv7S~6yKdv;3V5lUQP2m(z*9Ee=_RmEA|PWpt2MDt?oQ1}&-y%=9%E&+#1f!NvnR9&
ztSKMl<C&<S$e=a=8bkr`;)lkl9QB1BF8+&G_M;tas@XA{zi>(>w$al}@rr9qYu=X8
z$DSA6SqPk8e<5zR4w}BuIoa9x%#ozGfCedfoDY}?2Jmb2nLUy0rqEp6)7{-45d;+S
z5BdehA0i(m5ce1I<VU)@ob@y2<9%=<{>52>>)Yse@^tn@CMF7yWyw;N-z=-*!%V`j
z;6e}}NTO;nS5skpt9sbFME`}j(8WrbDXeE0lN*mYx;TeTfn{H_HP(Hf96#ha<wY2i
zl5fWPH)UVM7jSkQe{^zFqT^`57hU?v6IlxyJy@)4nzUO41f+_X_h@^c7WNh2n0f<(
zIw!!ms=!Ag<XY?H0ldc0+|R|!tmx-fN$+9i<LnCAn7xOV=^O=Rm2P7^A}{MvP7Pnj
z5+D<IQBB%wSWN_pq=%F6+MX2ejt&nnaGz6hTLzla9Np6u_bUe|QuZeq`D7y-`tY$m
zELw}vpj{@0$T(c|^HHR|@Zp(;auy2p2R9lC-)bR7=r@k)PRHOxr}G)QqYW0$TcHM(
z=Ml>nveEO)y3`HrkYr_$Ajh;c@KH4SHAM`wVT~0(q&O-LI1%(-7Z*v{YtSub^m(qD
zF?!j}HvnXMEajb5vMNw58f#g(lh5@`)L0$FG9`r?(CNW7V_vb=YOKejiX?=kCZBlJ
z1LU09r>JT%wvI?5$9IO#^(34-k4tlF!p$W4r#~sM7rpx&xjiUh1~Y)KKwn<$J}st-
zd8t~h{NaEbaAg+>Ze#9>kqM=#jg-C01h5EwIz~HTr@(v?Cs}X`K~ypm3j>1XHoY}-
z=!ostAo4h00!I(P^aGrfwTghPIx3#huhu_hUKWcJEyKXo-?ocWEdexMNj_IiFiQC)
z*EW1F?TC*z4itILvGvzfDibMI2jz>V4%6%e)H3X*2W|^oLaN+{q{9VNHLj_>x$|k%
zyD_$jV-*M9zN}iKU-vRK3KtfuM2^r0q@_nkknd&J*51rpJ1cy}4nJ#GlqxvlwU+ux
zw6gAb7is0EGs6g>VWVV-vvEaEtJI8R_>!5g`F)C<TWYpJhLi-5wlIW8O5J=FlRbYw
zK@_A|6+#)_e>&M_g_H?9k@NlWfvt45(3Gf{gJAY{z$SlkJl61%HoYlFn~x^XL_E$`
zI-v147T}Ur6j)JmVMBA~x-M&VUc!%&c495-yN^%!8k3X^gq&<j16v7r-br%y>Cm!2
z2ogPryA;kyD#)#$ET-go&tby19h<Yqx3ot|F^rz=5#4ORFQ+)LB7S>oN<S=vzLZRa
zyj5)zZ!oaCzy#fs#9JE8uI22!xDz=o)pO;qcDy7rLsXjdlu~l2>MgJdtmN$s>*d0j
zX<H*4_o+03DQ@v3yUD#KqUcG?MSomT|E%1lqQ6vn#cPSmlPoU?B9W0;Nc||whe0>9
zN5<@;oX;P(!?#Pm68TFnr&&}nSc2EYwd+8_M203@$m*jwU|+w06@eOq!xAW<%bpBS
z=1<}P`@c4a(a+&J$ICmZv-fiIvi02I;&sYgEO_ZNq#iz+GM7ZF0$gXitC4v>uW**F
zmC>F`ol<W}Y2591B?f*XwHSH&%7t7-Bwa+{Z{E&T{#tyG2#eQFyL*rItG6<Hx$2qU
z>_bs&f0%n>pFkYCyJBx<Cmuy>G7SO6&c|TIGCJYeN&wKYKXpV_H8#|CG%^8uFn{B1
zv6YmjM56n~c*iboz<0l-Lk2tFa7H1Gp_p;UEN+i!s%<=*L98Qi4}CX|b`XSQv#D)8
z+{9A8xnJxfmhillH|Q?ht~~*PNuO;)y0P-DGQ*%2X-8yRF4;-D2@H>$Irms5mp13;
z07ptmspc*{h42t$Ml!QF$I?7_kBPiK&BM45nT+z3mKufPh)0}JOqRB~=kJba#R4PA
z1wXR|8d-}S-2*MtSs#T543D&JKu+}$J6gW`knrW<7VAm(+ko-iK7AZ#Y`GPL=!P>1
zututX@L6)1Rp2`pjtlQ^uBy9C6)r2`44cETREXfQ2w#6czLcO$QTf3PQR3=7<+iwl
zmdXSZvnBtJi5$<gp=YF9l$^av0APJ^ie!awCI-kv^oI&h9BoMuh6znu67b;5j6}S_
z#~ZDrVf;evT3Y=GJme1#O4c08pT{_VC<_TDQ;Czmo#NPDdidr5XUcD+^O1qSpW1>d
zWdEd=C;*uPoc3~?rS8P{lsxU)zaAt4iGsVcx{G8RUalvX@saQ=R`7v(j}Lx*e%?d#
zSP-wbw@2#|<Ueyhs(g20oDnU79VtFaU}zFQC7@s6Q*tp%D2qSrA3=>w&r$NDzL*|1
zsV)Vo9v^U6c_*z$z<;&yzNxQ5=OYvSmKusY-{{d4HK3Lpix+McN%r8QCD6F~pqQ0l
zMVL$8TtF5Ul#m#gD7wGSdAyZahWs1;fxG!}*C!`H2#%`4<NkL64lD(Sys>Yb4kwfO
zNi}R!TFi74e*603@orn*RVb$c?IJOTOe4PN4g4<5qpAq4D5vw&jdg1=;p<&p;+4qp
z51W7&UK|WkGLDPAp?48AvZtZhJn)iP&T=)jFNE)iuz#=EspJ-_h2j77+1dX+e#<(R
zIw{*NL2ka@7;$tvTx*5q<5Q3RLnfZZljIkb-nQbldnWaV@x~%Ev0J@^A-oa&_A)f=
zWO}bLk5xbBl*!aM)ob?NRlrG>fh5`(Qf8oRB)r7!UTczC&ZXw%sgA?T4<~|_ka8Rn
z@=zdC)NRVEO*Pw^@U!J|8P+tEs43#{b8!<Ud=nTMosyU1rH{Qx@X5bZJp)=_B?Cz#
zWF(Wq?UcVh8F`_3+j`-gf2;D@+0_dP4^Xjh9h~5YnA@h$yj7X#@gTbU?S?(E^J)B7
ztoNWF?b=l^H21}WHDgRqlC~BM7b6@J#w%GY5!gN0J(+68Ikp>Tcqeh#aumw%RVjyG
zesSPw#e2XEE8u4yC6q}<(HIZkd0bI@kve5dZc@ZfrJ-zsH7~CvXQk7fPuFV9(B49O
z43S@IYa@GXvx^h$Zhb=)>qTIK&)()>vF*4#o~i1xwmNVP9%aq<+c=vc3;Mt|pv%e(
zjZ1$_uw7Lie*LV>fMJ}HCczHEPUQT?_PO^7+r{2LKP#7)Zk(4c4|eo}a`HlVwso*8
zvFVTdhFBRI+O1?COo1usM}MGFUOb&DX0dOi0DaEzWHpbu4?wxpR3#8KZrq=g*%-Uo
zTFK?!@iFi5*tF36%2k<gyUv1gXt&S4?J2*N*^mzKG6HV_#7}4>pdot`Q2$xX%M~?_
zSW)7v;k9HBJ}`p@*QrKMFIXB}3D<wR#{PnqATlF(m97KP`aZUGp2PG;#Xanhs&}@*
zNj9kuw6l<cI7~)}?K7Rll>43BDidR6j;2?VCA$zOh?r4iIVcm>Z7i^V0|XqN>@}=F
zzaQ*E+%e#PuOytz0a5903nKfq?W{(7Dzhq8hCVAUU?);RJ()7yCqxMPaF!jw6;!^s
zb8b(LMc<*X%09gb6#UMlL}ZsPJ-m59AyfJ@)mvswC+9}s&V3^MDiO@4mAN1>uMVfL
z%EclX6;)VA33OB(Kfh`z|7F)cLuPPsmsqa**_){mz}nbfV?~nI&1<qTDcP3$+FR=O
zr*CDh<BWuZ?F7f?4l=^XtP=n@%jAka*)*M5kV{&cydZt&KnL4<iHzd8`%bCgiuiIf
z54b!C<ruLVyK`=cq%prRX`JoGJ0+{vo>QCdJ2LJh1;RHj;u&;GQIae~k`76x?F-8e
z<GGIEuaE`}L^|s4G#-;rfX*%~{-!QDB<ab;;fuNxh2Zc@^iua#p(OC;BOOUb6S%kG
z1g8T#I+2Vo7a*(GSWo{p^b9cxCA)1s=Baou89^2h+NG~JTuNMEUvEge%z~&CCo^P9
z53cXas1%Bc6k;=1Y<0}IY#%>-YlQTf7k>J+w6NrwNC1|x9srBUE3WHtr@`iFSEr^8
z!(1LGkF|=JnSOJ}<>{^N<mZ53o%@U|7uqDLpAO>z&s|^ZU=pgmo4mj2e?KL>>jd9n
zNmEjX&n&14munYW43*(Y&G{?|OC6q4sIt2fxR&EFa;R*7hj8Dy?<FV1@ra=z|1x_%
zf?c}wP#zTX@8=RBcv(@CeSM~mgB;$_1R+g}7yTCdXrfDld1RwA7{S$oxRe&T6s??V
z_WdVS1y6DiSvD{*)b(TRxd}Up{94F)+UEiDp<Q0y_p077PlY0668qoL1_n>aYuY)m
zRPE#9;{}&~*vS`v+)EQ=2b?F?&#%v9%eRe#kr(rM<|dLuzJEP4xkbAR`wT$&F0?dg
zrYpPxY4vDgEaYk7@s_fpY2y@*S<N@wK~Fxx0qgQ|)Il&V7lBQz=%rY3$h&|JU7V{b
zo&{nSm8JL01Ir3W?3Xg)8Lbg(R$T(v!mb<xo}}7YoO0#UxW#z7{?As&He<rU*_S!@
z(^x)e#VhMK_{zCbGmq!{wwzw}$jPXAG@;)h1KOH{LYM5Emfhh6fK#f$?pF{`1<(cQ
zt%cLN_qfyz+H>Mzyc${B^?p~DD3%rNxmtqnP(m_U+`3J`vjriN^03lnZ1w2lFS%di
z4~1hOTXc%yr{||nJ?eWG=9LSQ15NV^)Z7JdM$r!`33h9MWu!5rsP5dGE1Xc@5q90U
zAAb11wQG2iu!COvdJo>$8qM&c;%{;+>X-{3(!~x`b`{=r@kPc5wf738WyjcL9xHL|
zZ`@1AIk`E0@3^^0gl49F=DXDiEbTG%fRQt_=iOhM6PCjUlZ?H+#|O0E=c$$*?j~-f
zDw=X8C!nw3CSS{X&Tk!Bmp1cHSesi7hcnc!`C7mqRp6@Db^429e4sfYM-#;bc7iP5
zYeEjCj@_xfIzlsNBnyArO959$*alT9u80zBJ@(<Vr{XMnlxr9|(8r`E!Rw=`VC?ts
zu0pn)USC5$7y7S0<u}<cR9DqqL~hpw*L0^ib{#Hcq_f)_jAfwn$2~)Z&(oe*^eri_
zvh*F0`cY|0uTxG^iSl&q@3cP8fC_*Gk)T*RXWd@n7xeY@3eT-2>>$kkqFP6#0kzRw
zq(xw-?Q(Lgo{vzU&#px#YAh@kG8rN3s61L=_T~{j&oo(%NKku={(eADH{(g{gzwZd
zIc$OCnMTtq9&d+jw>H0z9d+sOqvoTzg6j}7v|8}gW9ul{;WJt?dZ>ubdA{lov`Hzk
zy=Up=6!N8p4F=~Ja2A{l9X&}$QEZfw!T@Ojjd-I_IJJKq8;v2-DInI#4kf^^v-a5W
z<2($(EY0@W9FfIc2hY{XP4g4|eY{$Hd{f00yG>&}P(|p}<5EO)Lz*fxfvx{>WaqA=
z>173OoTuQ~s_{78=b{j75Fijxe{plCd%WP)d>d7-%lEj;C>F=%^H^%@Q=gciDb_wO
zI4#$2bOLF4%epSsc%FHNkV%Gh=~8*WyuaLI_rmKYf14#G>_1)(&Gf3zK{EcGHb<*#
zCwEFz$7Y7CJ`Q9jkGt5j>)?9z7=z?z$mnHL0%oV7zxL%-tZx7B=Qvf(ASu2TNX%i!
z{8P&=$afX4a7*LyW_LDM^Ov^EEL52^nJ3rBB$JtMkuy7(mYbqh5cgX|GRbrdu6afq
z4O|M)HVa+XrN7g-+am*2R{LM%;N1zIhMtgfbiqn<>;A28TJ&$frfcGQU1?`FISVuH
zXaz9NjG8Q-OiKB5T|qQ{7N)N&r*y<qy@;>96cV=+UajZ5&K`{)Re+YezTc@<7;3s!
zwJ$w|c)ygL_a;7HX`FdHc~hOI-YwSvv$_iI+{e@3HmBZ>r-O)G)Ke-qF52Jw==YzD
zREj#F70=6Axv#!C9>t;y`uo0jfwu>}57-{x0h&(&0ZNzH7B8+y5Xsp99IMcDQRI|=
z?|&)qF9rUk!2dre;48iH0@GxX-T%hS-qgj_+04l956HpT`V9{&IV<@e00%c07w3Ok
z+5T=76eMSnH?y~JwIt_ZhqkGZv#5DFnvt_;DH&UvnYfa(sJa=u{@Eg9XJi3=plM|a
zMP}pU;UQ;{HnXy@bR}o!W+i74cd&JER&_KoF?+-E(ahb-#7xTB$cvms#@^M;+0nt)
z$kmM8)!7Z&gP4`8%O^8uaR)m`2YWMnS8`r*7D+2xC>r$h54?|NCJv@%<if&l{$7hG
z?8%C@DvtZR0V4#$R_!c_cc~H)!T6eb1rf$6%>|Sr1(|0rLM22}g%k3#Ek}1-U_+|Z
z9ktzGF7N$knR5AeG08;(VPN6lkud&Wz&gC5&tI*gSwEWOUoP)JHn(1Xw<P?K0R~vP
z?~}E?w1PnEfWP{vgMWBvO@vUduG-$+p`&sVhLHZ%a{}d*B`4y;W7`3we1#U+_?j?8
zd|bn3;qULU!|PP<O?{$WT~%5YNoiX?QEbfa1(=-NdhRQD{ykzm0{;j5ra{TDY}x}z
z?aC@BnI}xA@FcSQAaijd`|7Xh2a%$<1`BfdnLGQsHmjbJi8u$G+@3G=Wwy9nMa#+I
z3I4UtygN8Kx#+9?{Sw;2u<Y2=yOu7$+IH;IpzgVaow1hwRJqFZ`T2R!f5)DiX8{@L
zX!DCK)89>rzT7zieK+jm6vxJ(%`NU%a|3qqe-ZI_$B%*P?0J7f{Y>CjVmma*Rbm^_
zX}8AXSj%ohCDGlfgT0-d(B*%oYinn>*45;6a(M|paNh^q-GNd)0*ZVsO^w|zre~MY
zNrk*xuhOOdV$rq1=lz3ZDRg^7UHzPFVk>U`F09*|>=oKg(yxMT?fzGgZ3`BIj>Vh5
zyI(_T_qy3yybXzE9NjOG40z-5BI<HI244TRw&;E9e7Cw5j{f*Ji>6G1(0$I_4NnDI
zeNMKXuC*#3U3S-no$h$DOlGd|K<mr?osa%6Gu_?!|I9{fV`B#LxQe%Y=b)#PVb#<s
z^7U4!S=VF+rIP1V#0zZyvhn-={`-H??|*-OS*;Y|arnkOQ6C<F?BQc>bh8&y3R({k
zJT`rd{x9a$#pd802q@Iv(8wzQS>H6!Ynw&BTPrP8Y<#)>5Al4#zSmY~<KM%H($gVI
z%{;&ku%qM3@NL&Wd>(`g2;dXGuW9>Ey&@$1<wfXEaV$eZ@{kxt{S!vQ#5he5*9!TQ
zdus4s+6qj={)E3kk%lO$KKw~}2Dl!5Wp?pDVKMkG0y`LUe`yOY?B+MROo~6np8~Fj
z#2LxvPdy5X3Ut&=8T$*yfZasn`@;3-v_&OEn;B)z|AHd|9m9!x2>+DuJWBEvTxyO#
zVe*fn&EjZAZ~v6mPtX}gB@z4yV?dE8!fO!!UB<uM_*bYf$p6(1s9E^eQbEn{zXliT
zYyR~ce>lc}y*M<0`8ODW>cjt`F_kFAijv`(AOFMC?&$h|!*3Q~yzohfS7U>dmzBG(
zXHD1Hb$PN!E2!(I^(0f(n(x%xyUmMz#a5v|LqXBJCOBX`dfTSIr;Xi3z!x8Hqnm+e
z5yQ@95nle&qUFC+D{n?eU)P$K)7hEvY@29~6GLGqp23oR7X25KN9aH7219y#0so{f
zwLdny2Rl~rlup;R^r7**|APux)aCfEd|}D!=Jq-K`8oc-6MjZNTkl-*ay?t>hbAwT
z7u$Euud@nOEz&_N-ZdRpmp7-&O=tfN#T`5hyH>pFydFnJS~yI`$$D3LSUK6*+M2yj
zCiZS;zINq`1Z@7Djtaf=g!t|s-1fH3&!_FtNM*-%o{6Zhfom_jHGCePMs|;yUKUoo
zpYAUj|C=;iY*&wqoUUjYW&%mcNC|%nJfF;Ww|1e=5r56m*V1nDHrc-Y+U9ZgPZArC
zaJtsf;k13YyZ&yEW>C?e`$S|@*zLh}-)6V>q`U=;f;T@0dh(zBhn6hokEu5e(W59X
zswbQIk}pl@E2XWQr@lL+R!ZYJUk%%9+PD5*05aSt-aEXBam5CytdJMq;`Xc3Qa2H2
zbnfuMfzlF-{R#IqzW>l&ly=DF`;02K$*Mi{fP<P-p!d@AkPs{HFG2#FcqMu7zf<6_
zAAO!awnbd7(<ct=n-GK3fsIe!xdi_ik{+%XnniyueDr!8v<Ld`o%;SJwM0cj`)9dP
zKQ=xWW}g_gtuo&obap}@itT@k61imF%$|K?0Hpo-rgE3|<n*6(nkq;U_#)NR)%3U{
z@`&<h)<KQ|n2N3co9KV$H-9z%T}8-2dLq*EC>r>mlw1BNqWn>A;biCJ{ZF-p<9||Z
z;rw5ywy?8v|EJi(#>)A>z1T8c3kySz+FSENX3k9O$<<$_Jspv`d&bn|P=c~fJHaac
z0{5)ag~>IR@a}S-;32lmD6Bp~WOB;k<6DlR&?m1je}Huc1@q1%$2F01FRB$qKyLne
z1fjV!3it~3S@IXFxXuvJ;x|u07{Rm{L{R+y#IBxR^`d0Nx~=_Bc>D+J{@^h?58HoO
z%=15CG4KBZi}_fgRj_~RX>4r&U$OY3xZ3|vO?z2*IfX&{04)!i!I;AQalI_Vh{M4B
z=X&)D?iD;DJp8Ly@UIaN;SrIMkdcv*kdWS>prO8b^Y#rA5-JAjTQqcZ40L2vOe{=v
zEGUfr@&g7131;S13@j`r%u62(84L_80_>mHpMyaEz(V^)Kzxma{00Sz(0~C02MZkw
z{uKfOJUsNNAM`m4JSGAb1=|NiY-OX@lukJ8L5cZD0I}L`T$P{aR2;_6!N_mk;o%by
zQq$1V(KB#zar5x<@r!?ykd%^^kyTYw*U;3`)-f?PGq<p`vUYKGbNBG{@(%eD8WtWA
z8I_crlA4yDk(pIcSX5k6T2@|B_r1QMv8lPGwWqhQe_(KEcw~C!*X-Q<!s62A*7nZs
z-u~}{!;8zS>zmuVd+@`{5)2Y7EDVeY3?$%pK@{D;_rDbQ-$8+LKx`2&94MCCxh<I3
zk0GU&(=?cYkYS8_k{(tqtCj}HX~Gm%hD*Lx)oVpH_@-#Kbovz6`4dDPNG1Ozn1LaU
zH%mN_VRL2=rOl{c#d9PFQ>EATGKV2qgKB0k#w=kLQKb~|E3xf9j7IRm_tX`P?E|&l
zCeI0^y^`P&?b-&J%I%M>fQZRmx#w_?7Z}0#T?M;$yB}ycz#6V|bz+Vq5)#Br`!Fs#
zP6v2cs8BqW7Z_vxfJqLp8hX(RNNaLet*Aata96sb5A&CbvIHGM9D?PC(s6F?d@hei
ztlu$Usml`XSm&<GF^IZ~g0SU7euW(oi?Z@hQG&_@?P0c_axQxXhD|&gj`(788ElGf
zTqfw+dt&C2Ea#bEF@Yn%e<mh%OR^4q8Eh)qf`{SN5JVldRiV#>nc%6CT{;sDX|E`3
zahF$}2K1F?<NX;EMExrhI%Y4b8ji9Aj(W45X~t89g1#NirlwQO_JMYt*v}-SGRr*F
z*|KWW6zC(X!2*40M1V-D&^2Qb0UL1SJ5600OM8(zJJOLT{B@<W_9#7cs^z5NuG^Fx
zU}c(c*N{JmWZLN5|8>N=Mv@l48p(CBgg}k<yfR?HLkglzHWGg<00Qp>FvKZPZX(KC
zTvoLhSxzAJQ#pRmfz?T{yu*fV<N&KTPQCvznYNy4u2iak=0Sn`A*H;#l<E(T<q#_L
zEi4m=gz5{EwV?o+yBH>c3c19mVvJk~<=rJeCH`34Key`xLPl$IEYe2SU9%t&idCmW
z`h*Z;Z@b**Mh|v!{O)hOH=H{JpBaDok`xp_l@YjPU87^(%QDJwkbjtNM>~Z{r)FF0
z(ER}+RFK(5%^de(eu3$=49#?l&hgfq=wv+KKA4f_#(=#B@w+kf5gtAXe13n5i8P_$
zBQzPZr64e|_{0Z#JI9RBF_TAfRCDegm42CLHeoX*D78sf%`_H-=yYI!;A5+?nJDFb
z?8~-U&ax|?Pd*RQ^ORhg81yN7jk`rSTQB226zB$$I+qIF{^gD*DmC2^ri5U1dl5oe
zR<(D2nuI1STj-T{Acu|lowA*$pIc*UXp6}oH*>Rt&Eb9Gn;mRJSu0Y6dhST72!0P-
zsx`dnLTYK*LfS8!i`__gTq8DQ=$a;i^uRn2!Q7L8P)O&eK%vTbS2}6RObNr9@bOg5
zU-LixQO<pNegaxw^?Tz$&}QtyNYpe;?hWOVgBt5Vz6f^wY@r{7XLm`-&(-F97EO3b
zXLs*3;_Y{}FeFqe-~G&_QXka0Q+jnT;fBuC?)7@9Lr&}73spn@2m{KJy?87u#DU!z
zdl)W@UhV`r_DH9A@4IS&57W6g%uT%Cg6Dg@^?P9|!WxRtalbg7(KSD4pso>27f?&f
zM{PGe<0(YFW;>Z|@O)QkAMHGnF<{evZWz{8Zx-)tifwSl(_4lRcSdL7Q0#lM{TAk6
zW(e-{s{;e`Z5vF5f+z;dPi=vWOM;l2MrHi=@*xJ}0q3XiweM?Vwx>I7FAO4FA0u(z
z!*J~%vq~4e;_4_qa9)$Gs8Ce!2?!U2GyRxkc`nrN%_)pC!<>Q)_ezE(>^k#<I<g*K
zL^~eb$IFkeHw`c=4)&JJ<vq&lV@Y)n)YXy4eSqQZFx7-IoSvjxZ3|D##mi-Ac$~xS
z9L0)7<nr@hJ=41r`iX|IqAt#k$J29_iOoB%x*;gRm#b8+B>Y=#a`8w9X;1uRT%z|r
zG6avQAyt;%dX9VwE&ZOP4OWCJby6`F4X$hN&I=FGzT^WA3^vU+Mv0_T#wySRW}Bw!
z!w@9L=HG59p)6LhP<`-r2fg}L^+gjkN?=}pGXPblOd3e@0pu~$j%#7_rhcd}?xtXg
zG(mDbnQPE9q-V}RuKkbi0Nt`F>;x*}IP`A*qjP@%Xa#LuNH7i*lVzZ9c8LMC`~h!$
zE4Kp?j+<||_Dai32k-iQ)_c_vw*=#Ej!C&B2u+-xxGtf}^%T(bID0MCGnHRRr8zyl
zDmsOfO&oRZ5Ftz^7qOGYd2?b&XWgh^=XfY3uI~^W$Wv=E*9q*9fb<JOhX8JULU_u!
z0ZHFm=dDO38uV`ScF#z^YVe&$jHW&<5EYX=lYKzx<tHZ8uNY?t6rJQ6zF+Rg9EgWk
z<lT+}Lv#mP+Ex_3KqZ|78)D%kl`ez)$7yUel7qM#nxwp~+W21K)hg)&^D6X+;^2Ae
zfJzxpu=$bxVBq<DEtWvkL&e_tlI3Q4-TcJTUCim{*2ItD1UD5~0e#4G66+L$a~;{e
z{&bDAm?kN~O4Z`qWT@S4)>nNYiMfos3NA`Ea*;USSZ#6&8ta|1GawDOB7qU{N*aR#
zHfb00ku-IQJ$x{l$x_>+Dao1WI@c^{_vZ?fQXDroAhoRNNxj<l6~z&ttagXZ88g9{
z@}R6sK0F&t-G{gN%`Gt|g7fnb<c4^~`Z!G(Cxg)Ug$UQ^NaPn$;N&gt#5!#%^^N&x
zUBh7$ZneayBjzV7H+*$0!W%L~&u>1J8M8S#S$A&@)jjLGSV`UI$Cl1wPK}|f`+}N#
zGhpD^y0`nL{>%Pa%cHr^a`7Y|*9~6p37?%&oQ0lKuFayRMz9(;_;rkNJK2_GQXNxL
z#m!!)UdNYyj$nSmVhJ3LwRl^L=2$2<ZUzI7RR-qx^hLM14lUGz54l6gbBsIP?vsn&
zPRmx#b6uJJGUwC6oSLboU>~Y@t@A+kgA`xew?&`#$e^j}P-BTCUwsJ)cav~3zJ!A{
zPLV_V-I`E~CQ&i(!@M+vS2x=@iI*zsN)C+osU6HW46;2(55r8QN#wo5{jCFOa41-2
zr-6lQ2dH0M?`a^@5BLz4T5KPsI<<<&S39iS&%Qs=)(@i6gvA}vJ7nn1w|)S1R{^GH
z!|!Y+o*cF!kN4fA0Eq47PcE+b@vIOxv7-SVj(k-L^2a&q>Rv+w3YVO$hteOdw#ti4
zZIVt|eHUF3#Wfbv!}uWL7nm<wCuUSb-Vd|cK*C`sSSjBf?|Iz)=;azE7ej?7;pr`1
z)0DCa4!LbVZv{SW0B^si&;8noxk!hQpY=*EPnzc&f&Hkf4vohXmG2hSM*sN0KNVB-
zkg@GN;K^V72KQza^b{nr!F36Y6WP9XC<k!~DF};nGOh~~1`PHE=-iSKzQ7Ezb*+LD
z&R$@)pS#vT`N9M_420Lu7FsquhQO#q^JuMFGiW{nHI8$EbMsjIr36(XuPNm2yGf1?
zme;{>WOs}^lh^@6VoG<F)Bb<;dpC(;b>?AOfyakCXbHiWvy#6oVRad*5N5t0)_8XU
zuM~{P3(9h<){z^|NvATets3Si7jC!-=w;PGcr^{Yz*EYyTsF>4y)v5%cQ-YuZGF&i
zT~ZkPoF*P$Y}RfY2TKBV<F8&|$P%6<{8*|2hOi;9hUA`K<Co3$TfQkk_f&)!L~gz{
z*Yzn2yNZc=m{-bl69Vk*oPaVQ<W^fK<<j^&^9j7Ym<rX^L=a(<hxrA6q!*Y3%NH2;
z_Vg`nVb`4bz@ahXD;;mU>je2PY#Z~l0q9(5Euoa|lQ=-k>%OGbU6fy%BY0EC&1SDU
zyhVaszYC4oYR1e@wWdxVcsqV_6r1PToW#sL6KwQHzNwBUva0klp03!B0@G?WTD~{M
zKhqi+blmIk*aVB%MCaaI+qWy-@)&M_;(eu+mdzfrc7v#b^!LBiZ@YMqjV2}<Dt9-@
zO$YsUpC>B4PiZWz=_2Z|X}v(GJLK0+Kuv16WQnX&Xjm!4C-^27MXzQWWRSkm!MUOj
zJzyZ~LB~o{ZhC;1!Y1*jpseYyHw3(s)o%VwwYtw-MX#tpI$&(W@7#AP^dyH$Xv<#n
zPV^*4#}3Gg)VXO?OR&oZJQqaT38PHbPnwhS*n)9=$)8>ut(EF#zJ`U?4G4n1fhboe
zxo*)yY}5Ef6JXGmz>iz+>du^)j3)R%=vf*bR9P_suX29%9E!3v&+UZ+gjTeL`u!3&
z;aQ5liL^nxe=XOXwkKBRopsT|DbO*v<1kXDRH`S&J|dw|)RpWU+T0BSwZAG8=Sq@j
zHjOc^6ZF{3bWq=ol$k8{U99+xr;*fXBIu*ZMJY$nYhG<NecUXj<oz(YxmJw5OeGN}
z-LHKy8E*I~b|=y$(U9F5Lekohct!M?Om^2S&NA|CqB=5dHTD1C)n32A4DN_18|p7X
zl>{5|%8>qk8zN%<kaeZ{Yi9d#tK(|3^vPH124r*rdI}+WUIL@Nz(7QnpAR2UHbE;o
zix;cCqOV>}fA_`RBA-Umf85SG6f`N6D%0T{%1h$t_xu)J+VQQTLi3fI&&}Oa5c*^4
zrA1`d4h8Mw?13R_*Y+MuwV!1|&+Sie#(|d37(H%E80>_A=8!N?*3QZZevWy2iI^Pm
zY&O}==nbeE@(#u%p0>ezFoLP7IQnkc+XKX&E&X%Y_V`FItgFN-@yDJJG-5yl5nDNS
z^P9KD!v+lQ7%Cge*^phrzrX})4zAI?z{D^5m$VSBPi0j9(z?OD)eK$*%EA1h7B*YP
zbh(B)V2E-!7m1za`o$I5TxajO)KiGmW5W&*>jh?B#sHRfo%6RMiGRbjQZIq-c#Oq#
zhwdN)k%F=J2`G`}^A*dYD1_neEPP2R9cx6j(OQY@@GTDXJpa_)T!LT4@yaSP(2!uM
z>{q?Nq~a3TW?;#vu`T7~%)lx}m~md1EMRcOQ0GCw0II4iPjH=r7qn0Qqc>dRKSEbv
z4W7@hq~BkRsB~Ztc!W*&4U{%`z6~p6I5dhB@$M{`qJd0J2lLR{dE)gkllM9?hMwB=
zQ|W(`kdn}Dh#6)G<j;EG*<4HPksa1&i37!URDLXNWbEfukW~AX`ezR_TGsrMGsDY<
z+@4pmP;Fr~;LsArjPUCum%7kg&>)v8fD>skWbk~Dv>6T(IvOD=FDfRH@OB6)eCvY*
zwQltxqd$2eyS|~@Rs<lk;ZvIlB~=*-SN_*ee*I8Np9LxtDT=Og&pb(#TGa^<aPO}*
zd%60Ny*|~<_N-Kz*@_+0bvZGh6+p5_HW=vO>4q@bAOkdfVb2VutPH4XW<P7~x>3d5
z7;2oShLyxzFeLdg_6jO*Xxs6$I}xK>U!r7dGwo3X;d8Cu%k`a=j^e);eLdHi^0Qst
zto%pq*r5!`p@LG+gL^rVpmh;Y_Cf^v9#PJSDsgbI288>I6U<CyW(L4b{%^(wRhU<0
z-_E*UU@pMuzclCFyZ)4;`4NBKKjf&hr2W?o=RM>e<a=)gwbhu<HVeKsFEHc-P;u%M
z?}FmozQA~Q2H)G<y{mqb;*E@N@JtJ@?D+cdbWc=yX!i!ftgDDw3!nPUV83^dL|V3d
zz>o3UEP(CzG1Bip4Bp?WB7zF_U0Wj6et4DEv1XPrMEJO|B}W(53{%n@$^BkkaqaJ^
zWoRQgay@ac%!`e0zw_56hNxF{&9lsP*4`U08;PIjbPCPW)W<fq5W9nNzxi6YlZ0n^
zKR_e7D0_RHN@?kbd3vE<B^s?u1#gSMfbC1NGEnhNJQyzE2jlh`PQc)Cm#SW@D}=Pk
z%6<#R15_tSkK8yN!a6u=fO$cAV6gQG-TS;8O>2hHMiRR0KLS3oV38d{kyQ}YeLAF7
z_8eIlTyB?8AN9K0kM?|IJVbKW6C`?Z(=+&4Rj6{W5=Gpr0u?oO_NMepy%SniIKF^Q
z?1e*E?t|taWpjr>Hw!{fr@&sv3ykOtw-#98dFgyIvXy2qO+rZrT;Vz9g5g7WqZGb=
zafdetJxiu*2jv9@1{5zS17%Cyv%;sJC-Qe}WdwVjJ@)|x5hs`<+fm5_geV5~>IVjz
z=s{oKzk=%E!6q~LvM9hob`wJVJG&rBv}NNOl*C1c%F&uQHD`zW^EbEo)*(gAm7(c9
znFOX50Jpo})U&I1+<OecYqm6)lrhw=<7n-PtvJK(quqgl`US^F{3Hq43l^x^EIhPC
z$G3hslB4v)d-d3GdDcgyAvYXJGVb*Xl?`V}d9H)D8ymhOT)3dKUHLW^8)b6Xkjis!
zwy+~5^~}In5*a5&QzGvV`=D%S;mK|CE~UtA*}!ZYgtekGNm-c~a%3Pw8*@4g80USM
zBYA;|uxNwlNY2`$PH4l<wK|`;U}cd0)+TcyF`NCKiWm0;f_rh1S{S9xk;}(*%!8qG
zq~qn72lcXDarNroTT&`EOy^UXKq%)<<E{^ek?(C6ohV>@=Iieb2Tv!7oredZ31hHd
zx?T-)po|VUeG4%xEm?LXg8+n+>fVA&@_%<V{|^;vjMDwM0nKh&wtZxDF7@aSZN|q_
z7Debws_P@R8EjVl3E|!Y#(iGL2JGOkpUw|KOI8<<^)t;W!?*rhv!F<_L)`;Iw)O$W
zqz}JsRv~1b(I$h~T_lVL0&@5bI5KK*(p6{gw4bvT5}khN+!yw(Ut%ObA6^5)fEO2J
za~<geimHlKq_dkkN)c<5%1fr(9@RcKspFk3rJ+>s7!B~Y<54)VWEi9dr`w%*35oKG
zT)A#odX?_)42w1IQ&H+20=+fIG&PdFVlQ(WJ}oJ%DoE_Ivkrk&&(Z%3NUtZViG-t}
zH5M>g-<)&9PP6K-c^<@c!73PWgYFFwitJ23VDJZ^43x+6jdI$xAQL7Olq_gc{`~D!
zg-9^#YT8+*=szJ_?rZpiJoMA~)F+w7#J%J<Ha$d2Uvpx^TK!OZoA9s)AHT;uX#QHm
zn%0#4u1y7l!8j>QVI#*VNVj-0*8+mKD%rcCW*l%alw3LdX*u_X9r0azq4IqYa%#|L
z8$Llln9m<@fBO?$^l2*Ao)OP>5iPziG`?ck2XI}?wVB(U?x?Vhdx)SzZO<vxPm_QG
zhVY<KD4A!B`GetItgG;wnYaBbQV!k^OCx(ic=9TaNIF-3CWGfy6UE_(HLv6ICY%{-
z&+p=m)6_(_f!-(WVzr0=7klp=)>PN+i^dlf1rZUDPEZk46h!GIQBe^QqM{--q5=W}
z(xe5Jid2OtRY8b~fQS%5dW%R0AxiI|_mWW4b0_cnetUoWoc)};_j%5}_c`}$|1fKX
zx#k*k%sIyVjWNd<>ATyo-M}0es)@dZ<p~q@sy|Y8A8AlOAv|Zz)%IdTS=kbx*-Y25
z-=3X~fHlWEG0=`TvBh&{ykpZ_xDS-!`KYrB;d^yKf79h=E{W-Hmp^eUppOpJc(P1o
z@A9E9QQ_C4W@~Ni#SV(LxZ(DctF6#tF1%^MbO(GSZvDa|&7XD+i%Ra_!sk@`&N9zc
z`E7s#N}rT5RA2T&oIdu${F!&3W6dqW!t$a~kq~SB=v(cY0Mm}H7^aAciV`PojJ9XI
ze7vWtbXsJa`s>!C0Y^LERYczM7G5JgtI|4)U3aRkJka0JeR5bjz5J%3K@mKbeM6ui
z*2~0DIIGN=$HN@zDca_}RpYbLT^)M~KF><&kZCLZe06g=2lm76dOLR#YiMnh0~2^^
z<aPirSANq-d?ar+6n?2S`iD;xkAQ`rtoqqe-FIvF9Hzk3p{KMGM#bFEO1Wk+Us#>f
zWHWXxa_!T<InIze|7b`k?r!<Bm;uvXgmiIHar<61x2Eoc+0;vI>vmA=c=t*6ANjDi
z#~+q*V8O$A+Y%&iVxP!H^(~x{x!s-N)5Ml<zi29@Fd;FuorY!HSVHd384DNj*m5&)
z|B(K%;{{JfEA2{=6?b%<plW)O*+5;@*Hh@bKHRlenztIr25BrhL3Q-B{6tKWrF#KI
zBy8N2@DgjjiV9UfB1DP5t%*0M#4%CnFLU^Xm(v#7&-=AzGjGgQZl_!g9*Zyl_HNFc
zf_;|5Jnh;={F{RQtp%0Z`eJxzs<ZE|`w>64`6-3vXIU8^Y|s>*+)Lft`}Qr*dyip@
zdy%iVSeuMWi5>fR`<<J)^v*Z?E1tWJ9jGiURO>FibK#bI!IU{J=(wW1{f}iwUi9``
zr>kBo3Abg}y-C$uj@!z!j1==}Ch`ki!&GRf4tEzFcT+eeZSYy;W?l4%%O0FLgKLB}
zzr97^t!Fk;z$dW%n%#rU7PlkA7ODY1_myf(!42DCkNRJkSs$bXR3w*Gb43BGFr`4(
zYE7ceaPLmMGkNR7GdvA7Tv2NxHGDohhBU?(db(S>z1zyac&8ZM5OEJmt}7$#blPh%
zSX-+1g5KRxNRJhvU+8)Wz++Nf;qSEZVCAkaKKpDVmQU78cK`C5e9wD-Lhr=_K2|kP
zmf)_n4{uKOb>%s!Jz7Q-cXF$`_xr+Fh9k}CdWUViw>HtdiD5|?Qf>EvZp8C`YV>%~
z-6bvAb)c+$tGkB0s|O&Qr%wrCdf5vv@Y1FsGyA$q7S5cG92q}xF7u$k_iUonT&7f+
zzGQNl>CXiEv%JewzI9H>1$Pe2r`u*E+5Dp7heNHW=Fp}NT3^&lZ`N<p&4JZXWYw{<
z_q?*Cc_{|DaRTGtiP-`C+f!|_&4XXX=1R>)cQ6HPJ?E!I5}QK5KYFD$d81a_q;0jI
z_a>Liu)_DXve#o}c405L`YHsgq>nQW)=NgawP*YPDs5jYyDb$Pt?;}9!)yO=vx8LE
zVG9ijkKoY{T`DZKy3P*g2I0|Yqdgr@F5mSEKn_1ImaaNzFBy?Fisb8?J$dS(hoznm
zPfyJEFOm9HYUFc2VZ){=kbSkY-<~ls{O#W=R*3c9GrZA9op7+erry)V*-{EsHw)d5
zMZs#lwBmCeKKA5aE#As+P9vFhMRQ<Rw38HoBc6Z8JYcOfq`x@gS1DQQOHJO<;m&0B
z?_Gs?3dNG9_8y;lr@M^AwVrOnw2T>fFSIv?G_?3yB>yy0`!`3EZC}fr9Bx#Ni?3P9
z*MIA+$()qdoqNF4e^uH@?{KCFG#m_YPb5A!U%Rz$?v|fj<$8=OUzC&6b&6-vLtooQ
zymq4dasttBZWSe<`&a@kELSjUpw#iSrkneq>m7$XFYCSsSxp9yX0DEw-8(4!+c8ip
zWsytbqOpFquh&9v%1w7)xgr%Khk3~pca*K9Ge>7!hL@XTtld16qtEtcB?i7f^d+LH
zr`GR$Mr67nbmXH(eYU%JVeWc~;ndr%^x)BOl~J`4n5hpzVB+YOXe{*>mc@Z}Wf8~L
zU+oyQ_Re++p}n5Uww)=BF~6L%d$&`^DnK$O7GRu`{C<@rfse>~dM7V7%;UuVdn~7y
z9pyG&?mJd?^H;cetLF_U+ud<|qWK{rW#?sMQR%oDKam%9?Qz$Er_qK3<2`UqGiL3R
zEcN+*NnMW(wsy(u6MJ#3#a4Re#bvVj&nENU7c0oP`{K{FmET&wGH+Th{3OSz4gGCz
z&1A`TP1$zGwd7`th8+G&s};yP4~u@9wN0I_Q%qMuP{2WDUB{f5&#JNSpUhY#lU~>+
zb~h=3KN4LOe|~$jbIB?seAM*oY2n<fbAfX4Okt(O;c@qQgHN-y<#qBmxzqgAB1dN)
zeCUxJ{pLm5qxR0=_}lJX3nk$hRr2v86$-yqT!nOBSlpo0+RddLhzHh%W#VXZk+Mot
zk(0LGfv>s>ZJv1176<NxNy)oiUsYQkl5+3#%9VsENsFl~>~X66&9wEf&-cxMn=c(_
z%W9k!HxA5i#)W-pI$QBDk?_Jrv6}zHFr%Bx!*fN`PBWv=y3u7MF6=-B|3ykc%eyPK
z8q#Y6dX)X^kBRh7e|%U@(^-P*_gS`LaruBwb<mQf9|@T}DcI^^9r?kh%V|gFx!1Lx
zQ==*`G^5`D#`AGt1bUa(MpU0queTRoyP`|n?B|oRZo^ccI{)KYlaf43&XouEq<XOP
z`|)8vuLS$8wAj~ni=>6Vei$$p&Ug@lK2fCFe}CwBO8xzn-P{#^!uXnNLfieK$3``K
z9#uRPC%(v0Qdin+O>}Xw_C8jx`8oFAxD3zhT&%9pZiSY_b-LG7+UETdPuF;=r1h++
zG(EJF;@bu;`i|%UU+jw)eu=h+?`Vm;J<>Hg8R7FP)bDJ~n#y*YU+v}HQY}hv+37Ev
zrb^P|<ugBSjfx#PxO;U;m1U&<6Eb&@-S`MjkTbYJTPAo*iW5E2!A^H3-=zBMlF_kE
zTUdw!+6RZvI&3-kKEpS1?sB8b@Vu5dukx%z{#E1M)$iYxNv9{B*U{b`@-kN!$o`R$
z9#56v*MPc*fF_?e^&V&55Irt~&Wt|16${lv32H1tTDw~P6JLP#hc+Kfo-AIxzk=&%
z6SLe%-;46Q@>5IvB}!)6XuB`}HOB*BFtNimo~kk_XMRWi`PIpveu>Wi4A}qc`oB2v
zUmW;f$^kT|_umOW+YBq)3_sIUQ&Ihw_%qdiC;m+BKM{YX_OB6!Dj*W=e@!;$|Lf6b
zCtzp)Pl-O8nUhdIbM3hUKRFSd*T`zu@4d&KNu6(lJUg5PK_Jal<Et@Nk3usJ4Me0@
z_#2a9rIBVPn(Nta<SHyP4;iP#JPO>5Df-Kw)uG*$t-*;pcl*lmHR39dj(y)!>&r}a
z61dtH6qGpQX>_iyHB`s0GL4K3TS&i^`bca859L}|yzY!W(sHZ#X`j%s8$Ng`N_>Tr
zgHS}82U^Z2>6VB`V^E#bvqu94>Az9>htF&;!|(QaY9W?NYk<+aJ1hAqZ{4fK8<jNH
zvWa_reuz5b9;9ll;bY6KM&G#Fz1+DIZob@`?r<yGk>~J-w5SV_PqvpC!E3(t4Da0W
z2Y$Blc*^3*^t1Y1#k|i$-ZaX~b~*y%^+;9N^nJzpOb`Mi{O^j+rbKLtj+*kn1m|k}
zBSHF~QlT|A)1yHu^#5H}a++zsd&h-60o|r5)-vCOv{M)tx5PAc-WJ?(WP)e>+U}2M
zZLZmw(AaMm!7m1_HHBOW6wU5vZx5JUomm&teShjw{L{4gUFUJr3%v9vLod_Tb}qnk
zj<ZVacuB&~Z}*H&9H0Mok8I!EJvknWn9FSMYIO1qJK_XCJUd>db_Ke`2w2KZgA7mx
z0fdiH9sP&0&96Z=xlcN>Y!A*oKjf<y5ij|c?qaa7S)yD=ot04Z@{ZxLPNLt#Rene{
z5)+a-<K*`CWG3oRh)K_ZD+P*45vT{B5uBHIA+(ytTO+HEo`_#5CeS(b`X6_l3W!&u
zH_YTkjue>bM_d>aBhMo>wrQZ5d~+;fccG?P%x_J4t8DMK??tC4tYDpwN*^EP*U*6(
z^T^Gp@qP-;5xBf0-cI-LARJX55z@!-kS1KZ6&rrv`lI{?&Zy+Dx^*n;S&UqPPdfSK
zMK6ErhwT$n?C8h!zlE??t0($I^;tWUaZVm>nf*W0m*yI0e-})={&|xb=PD7{cT?Mm
zX^fKTUtk2E4cq%sujcJ9y<_jMl9taNCI2BL6g61hYaq8~Z28Mh$5LACbkItGlcz{z
z#p4g}Lht4zv>({V8>PF?edHqVZL#|=k3ltX1LYyAuaxSO$fZ495du+_r^}_@8(okO
zx$hk|>z5Mjuja(tr+rU*Oz^v*oy=ErXW3eVq4O>RA4`KRPf1wDlY$wF561>X3r0Q`
z8ZclkTl#Vb)KAo3t(P=>&{46RY0coHJ$me#k_wYQ_Tb63Q_oxttPRCKnokQTIzKVW
z>aY}FK4y1!I;TBd;t!=myS_)g*&0^v{={tO(d%Ttb4722CAv_)pIW)no41`d^Ek(c
zIPFnR>Dz9zZgaeizw0d@E&#6IVz5gmQ}<YLNYXX#tUq?;Y&SD3{Cc0Zg`nN@?&-|}
z2vbfpRdE?CtmIm+qQlg>91i~>@pB)mp>iR5Z>Oi&s@JC{JGZ@&2->@}PwB|b!_=Lf
z>EX5SpUd9=c&e}LQU8RJAg*=J(meD$?6_G_7i_<)mxRV07Y%m#NbJqqo~yl2A6+Qg
z7nzywOLUfYO>+%a`znk3Fk$E1KcKqhfU~w=<Y}&Hz0Ofp{y#+b{;`BeeQ?}3KBUbz
z`SAObzfB$+-!Bo>NcnY<OXpzd<gHZVtD^n$Tb-s2E(dvi`3=uG^u1%|<-@|aIE$ut
zsf`_@lBC}BU2=Ne5^}G_2NVT1cF)8;o=Yw2yI^`}T|@{oQMtEEGUCp=_m2Z#ijDBQ
z*a??RlYe{&eRpQE?fyx>RJ7W!SSRM*%U<`-p1FHU&Dp)RNP1^{)QjeAlF~<lb|Ied
zaUIS)O*OU}<hm}s@4>w1gN&`g9rKMBP0|*P1uAQ!_aOK!FWObn<#j1nGt;xf<Uh6E
zG}w;2CNrnJ^epG_kWDg|8FHESGq3EL;v);EFWb4~6zi+DyfFx>Up-{b|52oSd^=|9
z<rW@}eo1*Ps)46>sD@|f5nR)=@Atniihe$@kGfOX`dm-g9hKSJuOr?y9+ta?PGBAT
zt)c9J4&r|MqVA8Q*WXO8V~O0)kIwTaw8(MGg>~&aaCXGL)UQE?ucr8^_MvRLSO)Ra
z6|X>n{>M)*9XneV@P}1{T<TT%H;K1e^y9V8_tpq2-(R}3#ktOPdx*gIQ5nJh8z-KB
zAFvcurl;vhEO8Q@_U8Yx@G$N>Zi#;u$DO;!oBvMZ2l^Q1yZV)&C4Yy*9{2Yr{#rCF
z`zR5qBgz&&Tu_^H<(?GJqeSgR=$!`Xb_wb_c9;9U0H?zr@0R#<+|J&5+fMnEu7$K|
z9ohR<_sD~>37(|w-os*Qt?><qwe(icKR6-#Uh!Dz0riOup`@zL9W^0YMz2aZLZetJ
zjJxd<Ga+;D?3MN-CSq9{8CB8OCT_AfMBi!6zPm)7bgkZ=PWp0tR|{2GIH=2TR`Z>-
z@NCg?YAgQ3@A4UCxQy<O&yg*>YLDBweuYz<W}(mDw%ruAyNKL+b07J(KE1fkUSsiS
zd{oXaXnFk71<5Uj9&t$vxmll~(_&&sXQz`f=tX{$7TUnGj6PW|e)R5u&rxo+GNfZ~
z<vClB?zSKQd+7G(zOuRhD66Xd%Lb&b`A^X8ui_h5{;afd#m0TJI>u)52-u6R*?PEo
zx!<+*kkR<NP=}r?D6Qe*3BK6e!ax%v+j|Z+XI*`GEH=N;P&p~1s;O$VSx4jVVjzD$
zx%vLhz3z&;>s=FDPZ<kvdF}$J`(f(?%6<G<<>Tz%pL&0P8pv4vGbEJRd|c1tq>S=r
z*26U(aIGw({1@6pAY_!z`*`Y`cy1Q_*leipaZ2Xo-xTV5sK_Y)ofe@F9y<BgP&OaB
z07mmCUDvOJj{n|(^-s!x+9H1r?)vppGN(3CE*Pl(DH+Yb*>e55Dj4OTUvKvEkFq5?
zIy_(~fF{kqdjdBnWi<YN2;7{K(fGSFaHArl@#jc3hpVhAqwz2O{VVJK?B^e>`@3R_
z=6|YUit@>S&G1lD1=s&n8HMMs$|(Pey8pq>|6#F|{}8<1^1mjz17wJRTn(<RASGn$
zR&IWt9XufA<3ITiWQYjt_#=AjeXcD6us;O0a0zVr|81TK$bZ=a<N7Q81^oY42F!nx
z{{ol*(#kejx|#p7<qz-81Q~&?+x9DO-+SgNw~d?Nfs;>m2%UZPKDTP;!Bf}B!gt(%
z^X!vV897AROo90`1Li-L0Q2;JDg)+U5@7y0|791~7BG2S0w4!w8fk|PCgh7OpoU3%
zndgdGIXZ45Z;r1us`RQ*?^UE|O4)?i`TVf{5r(Vm%@u?ng3eLuJbo~@CF<}tjA);~
zw3ym8XC!G~K)jh|FLiZQhm<Q)UtGt%&^gBR^HnD>zu}XBCpV~C*wJ6Vx}$Aj0X=iE
zRU>}G?g1$`p}xV7JwVulTzXDo-?~W|OWDVPz2Ax?gIJ0QJIE}c$s@1<3E$6wC6TC4
zIItK3^J})L1UZAX;|K>fT+e|uRnIAvB&g44P?q7e3PKp1rp<vh^K`mlc{s3NPvKN$
z4s7`=y?W7>FkeeqKu)e9WFV6FpZ$oE@&C4;6b|egw!YYp-3JFGt%10~V+yFXZ^3A0
z!@s_czXYfLogW*{fvG1^xY!&R2-#V7hR>P)n-?}O+Jhp%W8>%*9}a8}M3&nC)H{99
zIr9U{zITEHtHOgoAO0_hNly}YAVQuw#9hPB+}Q!q)JpH-9s-WN0bIDtfsJ#`@t3?&
zuZCk^a$qe3%+nA917ab@`<%2!Q1m_39N2aO`!xQ`DMi;%5b+?$cIh7FW^)g1(&QjH
z6^xud!_O4uz-Taf^{I4nX#F%aITt7c4L5BP<QQ-NgRr_kl)VdLKKA!G>C81Yk6iIW
z??IAn{W-A48y|ian{i-2L;m99{<YA7*68LjrWNFf41-fuH!1ntKKB-cJf9VXHs_-u
zZXp6rfsoVFn=k1CFNw}N|9r&tFH({0bGl`V+OG9Px)wj^K&1molS}BLTCksO@&wC)
zy;6Fs#>9Z2iFcdx9b}{jI=D|K@j}1;K|`xVAOiaR3v(Jgkp3PJsS@BCOqkaDYnXec
z_y}<Db}-As?N<PKiHM>fq`!w4<`F`|zG-BA3Y38}B4**t7*nnC<N6!Oo`*&pSbH6l
z14~%riP`vqEkO<^A=D`xSa<<HmM#)i?(u~hef*CV<B+y7i;9$)c7M{r*p=i#b=uBl
z(`uiV>R!7owxZ>`_p11IIxW*p3X8hBA>R-!W}z$n7yaP+6eZ!g4nNudB7y8efId2k
zl&<bGv3AI7bX9&<<;mE4j@CUDrNz8Fs!62YLq&36tG<D199X3ifo5}>n|V?m1QyYC
z2oexUgv9*%j*BfOI0mt#(UF9u=S%EcSGI6qyTU01Hdd*Qv{4JVe(W%aYzsL@C2?T-
z31hB|Q3eMVF9d_C4`5sYcbh3iEK0zpq`;6PuMp}S*zXByKbu+!<SrNnCpX|EII!tu
zrZWeIK|{+w9`pYfS^xWU>jc664dQ?gaveu~Lw2o23aOGrX2kVFyD0LV6K|M}<7$dg
zVT%kk*+pF7V+4WPoIN`vPCZXCt?`rU?k%WLs`g7>h^s?(w(#XgfkhfH`a(W8OUpIE
zkQQu&{mFqnfx`lInJ&~DBd*~~3>%-hi&jnxXv(n*mAHAfQ3n|u`4wg`SJ)E)t-h}(
zXx8@DiPh(8-I*1gc@qIYM+cWYdPUZcQkSdQC~W;Zs9PJXZBr@Z{Y?(g&k|@DtlU>}
z!beT1K-E?6!+3*e^J;f073$w?cfB6j^f`+IvsYsB0qwW{@L6092X+d6l@*Opx=#*Q
zb?qOkdvucnTWOm$Easl{;`uaXW=?|PSYXjNwBB&Q(|oC?-UhAvP~vJT&u1`&LM`Im
zm;$q>$~dr@*3V|GrpNOpz!(Yab9E*kfuKwcw^qV?h-1k=tphR^+Q*6_=|YCxXqLuR
zR!O{ijyZu0<f<X@OdALGTA#)yoFp=pP3t2|fMAYMHrj1B#T4u-F1EVvpx+=k2X??=
zet-iTQe~HKj!+Qe4McUEvczKiDVItM%nWug7$O(M4A1yx17zNaLSkcM>IoZ*f66!H
zI)Pk0j-~?P9oOsq3SJ~fT>=`Qag4;+_*2}GMaww)KKx%Sn(u-ByO+TGX($%2DSJEE
zGxn@MK#qi0Y6I=C?6bjUk$@(^{u2>l{%UY?4M_^93Yv~T2Nt*l)Rq1^+XQR}oqusk
zH;JEm$2AHlG)#&vI1Tg$>MNB2fnmRQ<iNfI^>jeGC6uYGUJua`C}|FiR0ihqDvJ;c
zw(o+!rkvldnk||%Mqt6^vCz`sCfg3PNlno7-y9D8FIN0-#|lBVXvSDQ3$BFyYX`gO
zPIP~*0pg(C=QuE>O;NCnS@a>*yFNxsvv**QQ1ol49M}Vtl;hZWh7!|IYUv$AKiO+5
z99qD0V7kZ>>q_(+Td@>-9w$Wu?U@Cs{O8Mt?_b1JEC$A7M7vax0!%m+g`ZPD?)Akn
zMY3JVRZ*7FZoHmbRzfdPCHsV#HHuI?2zsOVzLV%MYh~6awgg6ojIWit`$OC~>z!_I
z$?u6bYQ_X-??>l6NwEcy2mn2-TMaL$EGHHmlF097$8lg=sg@jAVvbwLGpkA^)_y4^
zrt(xBj;`Yha#2WGn-CY*--Duy;F<g!SOL%uH$32Ueu#P;T0R4$*_V>R#!A!?HfF&Z
zj~9YmZIIK}1TvD{f$X%bX9tnkylCc2s9GB102D(V1<#^aY;M@_f9jNf%@jc1cc6o(
z-5i)KoLr9+ho&jz08t0xp-u5z7i0$mCW9Q41wGb{pU^ar%i#hr8t(s=+N-RJXFyQ>
zfS__<41lKo4<YydL06`ldgLR>yZKN4@`mMo_R|q3P;p>g@&<nsyE0A(`nJl6Kn-Gx
zZj335Lj59jk?@UO-o;4Tl}yX?aaDuE-E5G0Koht=V)-LSqBkI5lgmQ@OoJ)mz{HA}
zq(b$`OMar8I`jO4rR}qac2ykSSjRGR_KskFKxMu$1eV{Q(=CIsB?U3=`gAv~E^oFr
zFJIXfcq2i<dmYEht|C|39GZvntvIl`wl%g5_q;ddof`+n7dduj{=lE)U;Z{PyT&G>
zsX(k8jTA-eOm6!8V|}Qw>(OHM^6RyfjK3F?rv2+93IS)77=YlHB%V8hW%UH62nW_L
zX^%zPVIvVc$)+zb50Fl-64rdYm&!V#QpDH!^L<a0g)xbR%%q3_R-A@qz|rEwt8s_y
z7V^62kESo@9kb)&y~^@qK+XB3^lvjuy{Br-i4l-J2-bEQ+D|C1=*o#+vn?-$PMSTk
zZVd-?51hjz)jy;tezx$hv=W#j`(>H#e@9!QKr<l5EJP=3J--Wc)p->CRC*t|J`ArS
zM3GMQu=Vh_QTP(R()XeG=-h@*7tO!B_u);mCuV{6FS7OfG>)2EWe>!&)TRR$M!GB#
z%Cpq!Z+`sDP&N3tSQOj-ZKlX3bzPtO0SETmkW`BCN+<LATRKFXK+_kZ57#}*^J&~v
zPv$FZRL6|9%su5a@skaAwbAGY-4+}e@hhsAe>7^KmT{f>5h`<bN3Jhtx-IIPjy3{I
zE(i_s1LQ~f`AxljB_XmWfp&{PZXgMN<G|z%N8f@R6J8wKC=26UO(DsnscLBE6ZG5$
z-vTQX&XiJO-!uXWB9e02la-0NhFl0Ha$s_8md??-%eTP70;1lqwfxLTFVupBGY=<l
zU<!h4G59D1_2Fufkrm+Ya=)k~SuFEkND&xgOQKg$_&;0AoCm#!QqDmw9n@3~Y)cMA
zJDEUVdkHq-c;uh7z$trt{MpaI%Bli*X5tROC;OS#+3>!MS|pX<1E>$MV|QboqF3aw
zY(7AM3>>hE-;jOpACGL}m2iq7J1X@bPvjH2--fcE{RVyJ0mQ-$LSMN;p=o_M6CgX<
ztxaR)8c=kfC@3};z(t!@b}KLl&w^aG;a+GN7(M^h{y)JVcrWiL4(dy-m7jCnoUr`O
z2@654$o;w69*>Oj@5a+!0p-MP$brR$GEc&56-fp95&EpMKe?~8Hn$&a2PzQx0f7cf
z2-DHwz$X7OSxeM=uD~a<>Lm@Z-FJVmlrz|+<G9sBU^PG>Q<EZ~Vb6XBI_7Tvt8;aL
z&goiMAuyM^n~VAPKQ(_0)tno_(FK&4aIo_A!NLiq7`c60|3opMTUcUQ6=~8MBlM(u
zpsP(<UmmAEd5Icr82d}g6a)zO@DWGY-`3M9C>9mq?eQl0I-0O<-royn>t^>6&^|!>
zreq<3H9eZZlG2ZW$kJ25EdrWZyTj>%;Kkd)D_+8x=XOhhkpr;>e4F@p7BYm_<Y(;!
zk`rVLB$4~S+W$9#{{Ja|?1PxjRDTL;c=wa{KA(|Tglt#e)U|!#_NNTR^-FBsTcsy}
z3hHDH#w|U}v59e0bU3E-_2`i-rqMjkP(OD~QY3M_9G#@2zJBi-Fj^#LL|8rRS~%*V
zaIRtQ$OI`28mPFBkG!x^S7JuP8T#w{Y4FfHcR$eBq0^ne`rjrp<BV=@$PhKlDt0Mg
z304Np#q%Df@a48bW2+za>b_P@*B19_mSJfQ7Do(=Z%r*Jq^sVe2S>SVu+2;@<rPQn
zCY3O-7PZ$G_nlBgu)L~nEYY?_IWDoyO|M%SPxMSKf<>9;m~0FhR_4?mP2TL(JQFn6
zENfa7HrP-dKQYM|EilO((A+WOZ?K^_qMwg@SbTLsen3$O-17#DM%-}oin|2tH1FFn
z<;0JK;n#YI6RgiqkSlwEx?gokv$WQ{T7Bn)?=gFc{H!%-b-G{V7hRCeBM(5PX*GOZ
z)f`yK#}@*5d^1QLTLdxBH>SBJK-Nw^eBJ6N8&37V>-uTVzYvj%VOu2=#+aU4mP5ms
zZWMHlNVNWEA25Vw5<Ar(X}*v|og!c17ElkxM=L-FYyA4GefuX<+SrTgJscQ<s7zvS
zIW0v9uGH|Uu1<`c41MR*>TGx=FVw%!u`kxUQCyz1@|z8fvAHk7=qn@K3%nUr+Po*f
z@J#avNvd@jlyZ?<*-tnJ5cW$0_7rh~Ks*gM{<Y=wHkc6X%75U4`#S>o)?%MBJvp#k
za}o!3Zsz)y)zAf=&w*Q*&bl1f$R1$)u0}YLwq5(^*zTf5BD|hezuSns-Hz?mA3=k?
zt)`s=Gxol*;Ff)9&EtiB8NQ?wlD+&cKz9_i_x_OJ?<Lh1=vqYk<pQG>lswF|^>>=#
zzE$)a(Jz)Knx-02W7ros$)OQ8e4cDy?d3`nU5a7JEg)xJF90|NyoPh#A#nbno6%)!
z_D`;*S$b@EUI+~)*yEr2RSaN1Q`1r6bHJFo=(`58`wwG_1HHUXSqA8ej1wAq@0Iv7
z&~#H;N&<4eoqTOn<T-l}?{#kKNXk7|Vt~Em#tAEE6}PM!W$@UE1M3407NQFWW@ka-
z(Viu2N65@cOLoNC&zqj|UC)EB*P8%4gJkxrek5z=FuHA0I4`0H?Y{#+sLn*`UDPSO
zgE$l7uhh7o`Hq@`if%U#N;-bgA4!I<EPG~zH9Oq2Zc8j(Q>(T^?JjXE<G`#E-mfLV
zNi2ni0z`euPe}+`{m{YSKH<jVz}lXh%u80)Z*X9jj-$SMaD!%t3lLR5)gP{b3#HkS
z*3kb^v;R<E{|_{JSkIky*`YmqYu}MUxOCu<9$Q&|6yI$~Wbax~nDNmxiSjj4O()RL
zy%@*dVx@q+>?w2i200`KsGKX^aZw4!&7Zfh@1!o7xc;Jr){~G-p;N<;k*minq3OtL
z6-_6vFJD?>G_QnHM1vQ6f_C9H2&+M>A~yJ>sf1;={D67J!=C$_m-`))t8G$K(9P7~
z&)$3?QNEDU=)TMWHF3=eCL!#9qFLQh{MOagPnp&y5}!Xh;(uN)=@%Kb+h=T4YNJj`
zkSchCysIl^OZ&oJC*+>!TE&n1HColA@ykjI--aqI&x;>@`YB_{&zA!;$7u)GkJ`R2
z<(ru%#7{{L^FOiPPloD<;!KkY%3$mJw7E(ftZ~dkw~CFUNbN@#cAi_$R@N-s?R)P&
zL&-m@tf=Op?SN*OS<+7{$h+t$+u9m<45D^0PXQqShSE`;+bM@!sit=}T2BU)jWgg(
zMgVTpyu;O1Aaf>`8+EZtO98gbjn$szk(fIPd&<2FSR|_Hvin9QTR(LcUf^17rBII@
zR(J(Tz8qjhIG?U&yq*LL@h+=$<<q^mL6NIU&4kQZ(=o|obD!N3ruv!k9q)@);YXIx
zx(3%HFMP~LR1anwQ|u!#Ug6m99M}s!c^RL(*T>j{ws;do^n!}%2EnB9=fMkwd(&n-
z7a1uYjD43lF!E0VpY)k-hTd@w%#Amvv;A$KMqlBKYoj!pyDs*mxX2?a5E>n<8tcng
zFU4g2Mx+QY2exzTd(Bp4n+l!Y%99%UW8AF9M#4cqi|v5>Wx4IBr;n>n(407uew|qM
z*p!=lYH=uz%=g*IQ-4D6Y1&mIeTuxy-knQBd70KKtCgw2G*9~$xF|wx2&3A$8)svi
zT58@?@9*pN#j4TeRchIX0}u3@*$Z>id0*nwA5?U+oF>bp@w>?rn8|_|rieYb69#jT
z4dxk9xeG8o8vw8a-5u4{m`1QC09CPU--qY%0R9O@NEBMOi+{toXK6VodupaqAW`S`
z8Ha4kk67S}?pw&YY#QqOR@I0FHuLeQOKh<zPf&b@rh=rMnni~~f}Y4Q0jvH#eGi))
zvmJd?m&*^|I|r2<h-=buZI$A~Sj#=j^g<jIK6|}1B?ovvD_Y!Z^WD$778fJ(od*0i
zcEQb6!7l^;CqC}obGzj3bf#=Wr+O6qVuGv`f-`&C=&~l3b2~5psqZ;~Mjc|VdS$D?
zDFT^pdQ<%QXPS$~5yQ-76;ff;`>oMuZ<Eh>2E4WcHV|-pJ1r%Iip7``M&RtrEP3{R
zYs?z(8n+>7CzYtqP9)kI8O`Q%Mbh?RsUfrk=m(Pd8mdtsGN2ha^UX{p4=d9%^3gpj
z$T%<JyN-ig?t2oewCgu%(RY?oFMEXDd)c(r?yUm)h^g!HGJ9na)8+O<Eb0pW23uhB
zHsH|`^Qil1rOV#(Y&lH1mHNjwiu~E)8w%DVL30->s{f}yrmE0IvovTIMy4tdy|6Zh
z1X&e<Nh4>W{&;tWQbr8Yl6<$<h8lE!9Su#qnnaQfeXnD<D0#?T81zH8Znou@xgJVg
zv?WU0xskttIVN@~aIn*@lSY#bd@;DKDR&MXZFS8d<+3owSo->*-Giq7uTA3!DwZv=
zna0+&kYHtHnR7025WtU1OW9{tZ8D={s)%urAc4tO_-kTG;eK0?Sj*s}oZ{l|y91X?
z`$EKS?RHttd2vw5_X%+*pvr1btev*xAc>iuQ~cxbF<(MtK^cK>T0OBPDwZBsvl~~u
zndn5Yj@sQGzId<KS&|4}b0iMXfQ23)?w^`KCWS9xEI#(n7QQOiZl8LJqS>t#98;N4
z^5WHO`ZQ4z+WCp#F~!VWb6#vz%DPxPnw!#vUrQ^M)+*KD-{+Hbj+~Mpmpgj={IOLQ
z138u2u*BRc<wwN`W5z`0zs>?c=d|XOo0rl0a7dam6^yYLu3z7tI%U93dV2AmK9;@3
ziWa38)_lkp-`w1?q53}5?a4bJPIEgCneTg*41Z*E<;s;U`p51+zS=DQUFb6hwhgj6
zKYzG01-pWX2TsP@lrjFk{0(+nI})HoGb-TZfu9L&gsF?Z&vYYx(YgLRhzKDh^#Md&
z#@Ca=II!NYjl&g+OHJiI7{-jix(yPTYh3U6U%HqW5xzz-Zj>1&+X!ORUK+_YL&N82
zhq?5Oeyac-afv<PTfi4K<1o&|EwGm#>zWvmhZ5)9WZecTskfn%C`AouCeJ_$W<TU}
zvi(LL_EKB+@%&Fq&gIjt^ZT(2Cm(o%d3ilkA+_;~o7-b#uGmZAx#2}s3*EaHgOvii
zWf6Y*1c<nmfehNfEn;G~tYg2EBAO|JMja{(*Z99taTg)QNnHkWoW1if7ipSn7~YpU
zYFdj9Lhq^E;S*{^S?#m00)-|b;QT&O2h+`s`}BSmKfOQYNy;5Su)zM(^KN@!n>2!&
zO%5Hcui`VSJZNRc<e@w&V+G-T{k)#Hd>8~iAL&ZVC4PDW^lD?Nt_ik|-i`|!lBFh7
zM9k1(8_~?8ZC-+DGkr4c54?$<VcUpw(}ePRNn)<{(vyvnce`+*Y(%Gy{4i<{^Afd+
z0!n+3gC{0B=r;!F#~#WhrTtj;J!QQ9ivyE%m~@3=5@D-zOOb?Ks|28Nespw{U+BW|
z7s`_QV|oT<5hgjSF$gq0PZGm{c?><)>ZA}tkt4u>e@0p;f|DbCkq!*go+;A!8fjvl
z^bJ0Lg<DCa&NbA-=O`-d)to6r4*F>A;YjE;O+m$cgWj++Sk}ZbM#}1z7Am$DNB+td
zo=s7w8jdkoYC{S;3ncjLh(-qc2`G6#Ou`i=g<v(awDOC)1^w+&24!RYDJu~pLNRv5
zYQ=|-E%+*aL>)Zamhm;R&0)V0*;k?|aEa}A<?0NSyHSr7VcsK8VVOvZI;wr1eFUS^
zJw=`@V#O90mPPA4NJf?rrohsguBC<#(*k8t<TO=JgiesYk=N=VK_l1q1;U=iytMPM
zPbf&wu6Et&liptyC`So-lTJ;UBr+~Y@Mfy%#P>5RIIxXDn1?AYAN9TexFQF33yMgQ
zh`E$YnnG=VFBvX|s>I1tfZ1?bBA01N-a4d)9r^6E%r9Ay2Ry@f1D?*cGQd+xtsIzX
zQS%DIiq^YydaqCSXwhSxEuZddp<k%hwXaFJkIk1ls(xGvsDx-^@c2*+PHEuXj^l_E
zOf3RMKAZ`^i`N-CLLN{am`%L=NW|Lfg?m7~XD`zSjPW3f^&TNGTPfVmbpA*!x26KS
z?JE0cVTbbrmt;l7B3j_3z@^E6F<aOpb8oDU>KC6>bMnpPPZx(|+wMfnF1HyPjGfSv
z(T4k{6LI~&r~g3iVxA>qUtrFR;dc9Y-!iPQ|DisUK1)6T)qf%KTn=AaHUO@ZU)vE+
zC@~|X2#jqG2Jx$4s)SM)_Np@VW0J(D$y|K~R&JFh0QBT(kpe<^<u0HV%hiV$(AN{;
z0(031914*(r7;V^2>YJtV8ofHz&pHjS~QVV&mW4A7D>>`0m+Q#v!{9#*J9fj)7$4K
zSJWOPF6{a74B6n$f$cvSc$lm2K9Eot)O03L3+l;s<-k68eumLe>meY(WDDgRyOz%a
zm_(B~Z+B@rwOc!_?DwyK6<GCNaQzzfmcRXV5FU~|=r>@QG%AT=0Tq=#dM!d<EB;$x
zJ6zC<zu*+~<1IOW82vSsnOM-Jg>z*A*J+W-*1Q)=U!QKIvAtK?CowgjAm@(tK@p~U
z!rc|`^<ZiR<=}b@wOXkPL|{1}cIFXc4BAxqG?`(pL-1FVIQAPRc7uKH6611=LiNOJ
zCH$S$cGIlcZvB~G8?vl&L=GV*V?RY<U6VS;(7pc<b19l$KcDC!o1m5OY;oK$`4BjQ
z9hleeorJ_qt)vycPqouO2jeG6INP4mSelnEX~df;#69*XH<NjSd^v?Tv_^fW?^f}l
zth>%S8;NoFH@QO^g5&zVOt0!>vaU`gzkql=s`-2#+x0}owR&J{l2>a3(Ha;0llPcQ
zyHXC05JCgxeOw@Zr?2=}0I@56I;`|HvQ{^8-Xiwf423GnZ~vTfiY!=Hx{#8FXNpr+
zKcGaYPHdgUK^h^Ky%Pzze8j4lF7T=1%Oi-)k33%EujG#In(Cy9iq2S@x9j!B%mxPf
z)UVfcE@IGG7$jAI+{A&6?*8^s(@6j7lb<&qY9;4{&4vb^ya3#I{oa@8I_iAQy<aZa
znnd$E1E9(6PrF6i1qofa0cy-j{$BF;Wu*nOjGKoE3l{?qQY#rFXe<Igo5D*?+6s4M
zH<y_m3Ypx>Xw#Rg>Ct+)7VrG3qw3eKx7&;z1D}^#p&!wue0Hsi(#jRJ_E}frKM>CO
z?t8;<WZtA0<42Q_f3RChL&LIFoG&;dEGpEmc`qkRwNJ6?8N!2MBc-=6x|(AO40Q!o
ziZjj-sn?QPbE}WtJsYbw!7yCY_Z@}zwT+F`KS%5}V_qdUQ$5a8qMom3brx$+{#Mdi
z2x=W;p*5hzJ0*w7<H{O-#GR(NxVoW*q9X4}_R^_r%5J6I(=3;$4MKUTpOW4*`UM9j
zWHJ)^11*d}wX008-B&5|u@4b`ePB?bA-ozmZRhHn$sYA~4}V;5hggRQzt%l2+v@By
z)3K6z1b}8V3-z}0Kwx)bcMwy7e9-E5rKkbkkt8tB*P(S?Wc0}Xm<@?LmoI>g4IG8e
zj}*Hk8<@V|X_1i7ZZ`;!yh&|ljZ5r9>gO!|7Pghhw4Z(zJ`yezxZjChi5pvbBA)SN
z)k#~>GchOCb1|l|LeQQl4)M1DhenQMz2Xn8ODWQX{7M|Jm20<2k<!oHTlJ2`#%M+W
z^0(v@Ru;x!l)<t?J_gufjT9y=+BO;8=PK}=5un&KdXF*VBuknj@U&^F{UM6BkE-!k
z?~lJWH%|1uUVY6pGnMwOgUyG*kT+_Zv3u@|h)ZXUV8hILpLH_jbM{BgwnGD+^OP}a
zTk)w~?`=-Jyk3xc97n`kF`L%A_frot&QVcgsv9qu+IQyejw$iXnyP6<MIQTDS(9?H
z?H+qs14ZS(L^|0d|2S=Ddsh-+ihXB2GZAr=+RYt;IO$_DJT5I>QrV@tz{4;LS=4_0
zTX3GVTyMh$TgjZL?N_{rxw-7Z#>{|H51E^li;$ClZZbk=H>Df}`|j`zp^wx<>VG8d
z-Rn*B=fFzX-^TH0#SV$;^?!~ag|cG-ql;=>`)(4ev{If72XK8)Bt1tcId(k{)R9O9
zzwm9Nz|LE|yL|S|l4b14hHm3*(`IQ7Ec9Vg36Tn|r**92g?*qOa7l!K6LNP(cRE8Y
zE^Em83}oYtB>z~cXXl_c<{W9x8abC$0Hn>@*rDy>ms3CqX+KY$8Fqads+VX%+<Skc
zv~)K7<bx+NZp%Wm-t=zClbzu|x@uZ_>l0RhtELVc6}XRjJmdb-XLHh=v|QIBqWOc5
z(}hrCMP~+k9C%mfSHJogj5>Bqwej>ZLp^<*Hx?|$T(>1T+m9*DFN~tMQ+L~+gZAou
zI+L097%JVkTD4M_vNotM`~G=StX#5wdwU?^{R<Nd+y%@TYV|M_QVEM0wGUe>2Hra1
z<=+b#`78!Wgaf<&Ql3&a6|p>h+v$#5Yg~3Ssojc@?wELy1`JR~LPVjsW#x%Z4$KxV
zX3o?(cM6dv#VSvroWZRT?`{BRqIG}Me(w2HGtEbN9N5W#)Oo)P1q@>!CxfoQU6)iW
zGApH-myAkXpC>cJoL!RDtGAN1xKSq{Dc{w+FE<P>@tEhtTj5DoYK)*hseNgbYSi<w
zgwRUv`zey8U8*IkGpf#a=sTk|R1{por|g%?Qo<BOM|6|LQ0cfgSLR!}*H<)Iv4KaS
z0VUvHd{nUXFld~3Vu^{Sp9{XShVPwYU*xYsGK5sHtOFtCmm$h$Kf+Hu?Gc7BMxtHR
zuR=5S0e9|i@ihNiXxiS+HFP2Z4w!PtPJ|8IobC40C{g@d#GwC3-C^!UUYui`^wpXD
zK2^0hN2wR9M0xvSg<pA>P71{}>dt9c<vmC!ziE1YxDor{2IE#h^j*}RwHRi2l*pv{
zn+qT5Jtd7FE`xYmdZ%TSea|U2aqfKen{}O}`XL?)JbVq>hMo@8?C_Kb5C?GzrtyV`
zrBrVzv(qoH=aj2nY!5P$zHm1<*>BcuhJA7E&Kr9o#`Hk+bKN)RTX9EZ;Bm@P2UXhl
zr;aHJvB3cj-yKTSdy1Y#x03VfrwMjj#n%|=%h9ew;{;MKyVk$>GP~>}xzUlO>kk(W
zAJI|V4w<7|(WuD)hIHAmYZQ_{@PMPYmV9Wzg@CJET2(r>I;-#jypq7<tS2sCy0Gm`
zCJ{Q?N-oJ*Jg`QiRW|3o2N;ii(Yp@L*r$qO9g6?<9jf@Xru7ZAp_PLBtW&lQgg53M
z)gHKQ;4BR*Qx}N6VLCxOSU*gl?E!HXMTFH7X%B`q)Odvz2hAhZ*|8358<K*+w%Rq-
zhGoZ{0`-441GMZ(BdN3w#ELFo;9X=S{1wsetl-aP=`}a3?8n~@3{3+Z@QoC7mDBMN
z%rioJT~5vMX6ONqN<R8p2mbPEGMeB<PS`qT>{EhKW7%OzOyTbuZ7D}B9B3U@L_?|t
zL&?miUa!NYivu$#D9kI5u0jl^N^~dxJ~+gvnPK|RO`dAis5g}G0kc$*uz`vnMGCCE
zKsbaYi_I)9G*vdSXNZ`)tk<LDc&z=y48t=2DSs#b1+6Z_Bm0Y&2iyI8qh4UY9`bvu
zUH`gwG$5uEQ-)kj!EX17dpl~+Bb)&cbpnG()7`DKew`ASYCDSBEsL#t^ZCqeS((7)
zu9ctqp=|aJ61%rMchqjn;nG}oCI6{@3SK_raaw5Yd8Q>PD7}n^%S=%QQxeSN<qNJ4
z%TY{K|1#&y7Z+DMo+l)M6ZjFu(#@jqh-!`oG~kHWr*CALjSLqR4d*=MV;Epg=)!Ac
zfVozY2~i@JERo^QzKj9SVU^ZbTHryUlFTgC8TvPmYP2{)$|s7>CvV)9UevJ|XyLDW
z?Z;^CB69Ba8$oE~)?KpbTUpn`Y=wsL><bm549k1j@PrJMwsi2Q(w-TF5ODf0xR3Wc
z#D`a!J=J*)Up($MlB%`Td+1Ya#?4E-nbkh_W86<MW?B7I$S~=8sL2~ypZ6X4S!MA2
ztqit>k+{9RUt8hs^nI3jTFM%iUMpNn1d6IUQCf+bFoNc)Oy&<eR4$^Pd9d0wqh|nZ
zbYQ>HQl5~<SJ%r$6-UJ|-$aN;5V}q1;I;IFJ-<ys`~v~_oq~1jM>sI49&0q!Z*<~A
zVeA?Aghw%bhOTnI7}A;oaO8=Fp$xGLK3)x78OUSPcO++z6B>w=&>F&as*pu(&fINB
zj~uFJ|HXSHrOBGy_jaz}Hga!-R&}za4$rW>mH7D=c5+~Ob<1lUnD!%koH_e9Vz*Ot
z4Ar~#W><aoK%(nwaHtH696~YO%fJ~O(@1D)M>eoOTar7MUrat_v5xE7&`<TL@C!@_
z9&5{9!|$HG>L_kGrr^Ovc52Qtt`z?kd7k!2!|_Mq-lKcXnb-uN$2qXQ`l-`HlHc?Q
z4I+uv^|Sk*H=~&0598J_QqSmYZ5L8RLdM-$Djc?Qc~sB}dCS1t3L6I5F9o?V4g4ka
z4!t!&>v?!~d&gg(IFAJX-t%Cu{>C7Q;K(w?Y9t9nkCxomMOdYdGjQLiprlmcdF*v}
z`rEAL1lnzS?S_3@iYzN8AL5}xx4K=J=SMv3Z6B;Ou4lvgQy=Jcc8wC$o5A`zQF|v_
zjWj@qo-y+h!rv?$EvJ5tvMwhuL*G;EgIAwJyP3x2`QN0i<95H%DJonc&|h2sN(ezw
zCEnqCR(3fb>kc)qossJ%5hq;2SQ|R^S6hnBI_k=9_ygkyDdKee6~kgUOz9X?V7N#1
zq;cl<1jhvJvc~ar0N_-a71=y4iM{ZK6UM>&y6A!T0u?9;q2&VUIjN(D2~T&XUAz;q
z<6d#11OK@wm1~PmpCiS(vK%ihLlcuX!PV7FCE&r(S08bGUb&SLmBETk9YCk2${L+K
zlj)G~2;uj>nilBkQ09uc(eeF8b=TCFY^4O(gO{j|RKL##{%xz%eyLwB$|`C+u*Y2*
zCsck)%UJyx8&H9?R}2lVW}L++svo_O@hSUDc5tQh0h)7!OD}<_Jl~5OYgMScwd+Qw
zBHDXmZlLY0a@;2!6YOHQMNZC884Z*zQWCh&7W|D@9drSrRv4b}N?`mT@@VimiKI`%
zrU>!a&jed3VBOhYFv(#>lj!zGMo`bCcT(a%(dDpiko30+l@Hz5+Fia#pF7Ky=SxW^
zr`0-H>^!DYa?e3a_(b0LtMF{58`bx{qj*RH<onrBHRxi3`>pAX?i2l`d`p%0USu?`
zW$5!-Ur%;)8l-vWUY{|=^M4uXE@kOzF^PJe7^{&M!P5ZRWnArae*bIN5oEs=TVJ1%
z1d(#Iu1{RU{2FNb^08vDcM@Roe39zRdxcMORI_YUa=(8g-8WtTm0C7`df8ydxv8!S
zo?acYc%#J>%UeOjxNxuaGLtZzvV3--o}4&JI3;J;e;gG=7=DLdzN`b{I&6Rlw)tkQ
z;($Po11RZ2U>(BcP)~vV{|`{ghxyT0p1F5s3cHS>{3?vJjbZQY&yHC5_Om4!w~TkH
z7k9zjP$Bh%vZJxh3N}YFjFa#cYZI$0h#)d*LAp{4SL0`k53=sB5m)UfY;*9KRSu1@
z-+<c@FHv83?{13QrmjG0Zt=z0;>hQBeNdUx7xZbgW@4Ke#FAfB-ZA-*z(eM<xegBp
z&46#sK4jwz;c(HOJXadT(5jb+Ci2Nnd|uk{t(;0oCOccEeL`=b9FCiqYcq`&o7tk2
zL!>azGT${TvDE;NMpU6gp3xNR6@bfA8Klgt(6<MCsPv;LQYKLK(u$QjNsqTqT7`@c
zYDYnWPJ4PAKMk<re~^}1AmoP36NEP?D12j>9P??uNMko*X%rq5W7fvh^!^eMgzi*l
z1sPQu$oN-;SFF1-7)VOfT3Vb@)+)Qa?!J{&V@zA|NND`gJfj())%3AG-lNb{rt4>)
zAiZB}``G=zT&%%HYgAg~Z}tw_fK!qE_>c7y!YA^D=D(~v47w10J{Z^0qqtTLN&oU9
z3e53mnoZNK#(J#{5J_^Y0Sv?xsh40+w7P|fHg18?;rJu3@EBuqPPmhFYL+fj%fDZ@
z4YjT*Yak%#&mxZXGU4?of%r=)xb8_slbDXmqdwXU6Mb?^pW~G|@xlC!n~y~H?Y*#k
z8V9k6YdE*Lr?;?KWd}N(bo7B&8k*>1dG=7hjp1qoZc3TgR}=VMy^izh-FQ^KJmN3*
zu~gsFb85;c#XNwx)V*NI{pxCqLuo-=8_PGrt7k4)tBKG#hlJSM=)O`J-*FM8Q_oY&
z$s6HQ{w-(Qr$Sh4W;lD$SI6U(o>J{$n^iRV;2;evp!dqMjmjEknbr;oeG3rNnHyA`
zA~NJSu(j!#Z*0b=;V-kHyGJc**47pj8#hkA*M=)$j{nv%<c>U+9#J>ir@=OOo<TP4
zp|}L-36<O-AQx%yvt(v|KcY2hDT3K#(0m<JjVTb5I(7QpF63UHtm+iuq9R<4c(hqP
zvT>Kc?5lBLnJu=JE;9>n5$C#z4ZPxrid3JFCS85K4x93CpdJTUSk1_FS@wijh{ZAZ
z+RWs(X5CA5tb5UQ3vxXSq_?FP^c1*mtZiT3Y)S)StfZtqK=)_w48l<_6CCrj9sTUt
zksVn`3BtH(G~JXrBYDG-aqA=T9dh^sw0s_;3|xgb@a*WJ?v;^-fI(j`;mG8{c@AuL
zBy#fZJdXVt#!TwSaj85)eQsGP9-+(hKs5V%la^f>i>q6V`>Vxsl3ZO6&Xh4%JsIYf
z_2OVZm_N+*<@YK{t7)jse=20T$$1F@==up!x54~FL%+zEC+LA(s4S3O(R-EybI4x~
zG~9rSm$jKdJHSjRjwt6ZRM%UjZSMnYCfN;NJKlYZraPeu0$7xcfhSBt^3Y>`;ae!R
z1ee6@7sLZ{_0hjU@i#3<x}G-8)lezw^VJ76rXM_L*OHRz!HQ9DoM6Ua!Yhz-840K1
znfY5*0J>Br2eyw9zAuGAyC(V)Lo#nKWuS0tBDu_UA_oQu9OfDe(5}5nDzKm51x`B7
zXEjo!CuPa8g=Nf=4;0-m4KLpk23X^6KbOFXX!9>_Gy|ktCDbDGyn``^oOvAxLdTar
zQlU)qi)}jViG<fPUfMVUp<!jQXwxeR*AM({Zj~O%P-Hs(&Myum+Sm^VT<hx70FgI|
zhhoFRPfK%A2;f-a>4Uk@ao|$4wPhk#=eEJT0(Vez(|pQCw-Krc;fY?|!37e$yiOI|
z)$~H5d|iAd50s{lSdMuBFwF<xpCSc-6VIPq)5s_%+*7#N4QToXKyj<_j<6Nd)935N
z9$>J(wWqSBdotK2ZI2O`S-=JFF&J2j<2laWGe|wli=!r<-mq3M%tQd!m@{tbTqqcE
z38Rz;k;{5pxn&0WMhaRh)5M%dRE+TpIG&mtI!Mv&+krNzfGQcMo}H80`xxOtP0bwe
zv8X|FLyiUH^=x}SaO%)rBmRP1HBJaw(~bXRxwN9Dmsbas^iIn%)=AZVQVHRz=zZ1c
zKT6rDyY_X93~)z_8qT9O_B0*@uBB<NF?>(P<+k$kWT(-o&;rBjrERW(`+Z9LCfm-@
z<RX{u4dGBJkNNbjcIHF<rK7t1XG%Id5qqn6`_6c5h1;VRyn%ZGv$}<QK^Xsk@%HBN
zQ19W}xK`~dm9ot#q!L=}%gia&kTgXoVopgyQXzwx`J57xm?Gw&Ol1o(*|SbrlV!4w
zeHhDNFf)c(%yORh`Tl<YeV@OdKfPYO<}*I;_q|-#eO)(ekl278*x2pFahoPQz-xSG
zJ+hq2XrS<Mf|erVP`N%~o$EMkL7#)1xZ`t+!+hl|+e?og#x;bHI=YyUK$~|Ew6k_I
z>k@^o-o6|bpDcXCdBD4Bja3X{O3rZ_|FMf!Tll4^{M=l|T*OilpoPp{SYETtC*}{$
zsPEts8pJ<c!eU*Jy$8#Oc-05j8(qm3&wy+Hof#@8in6{T+kx*U?J)GsSG?L)jo`YT
zgRAr{>USB~NY49CySdtdi^EGF$(9yhlv_l2v$y!jc2;#Fe8^EJn9XQ~{0!y3l=%Co
z-9mq@#eA471sQIkKWGg`us<mH3I8g@)D1Q>rleK6>=(!F?bJshO1Ago`)?Fwl{QN@
z+LAShXMe->i4F8UlsjtLjvPWGVJ!?M`_<%2)^18Uq|{@ea&$Tvvtnx{t27t|r<))=
zvThl&>$xBF-Wb(eQuSidV5r}IdN6QGGnN)=DTg&4QxI9}H>1RR^TAoXocJfqM)sS&
z^e5a1>i-CW!mMg<XZU;W9_dws<sRYCSoX`s|0;_0V$O*4%Ts-3_|@Vvh(F!4cm<kx
zPNOlu`TI5`cFWkZRAgdoQ<zr3JSALxdpXCrUVrn<#Td08WwxpB(`Bv*z=Kfz$I&oC
zQ<&Mi?q#Fa&maOh@F5!7ojLCOEQrM(P~?~P=vRBE-y9y8RT6w17H#IWcm`2Cdth{t
zX6(Om>`JMxBC(HgGY;X@y(oi>s+2FlJMh27;r#c~^4e_}(irn4_5g?NOmgSSM}L8#
zng{Mg9N*QXHmUcHLL|M>nOuS&Xw$gi^zJ?}g?6DT<yuY~c0jC#y~%;*yFd7-TMA>;
z1OpP>XJnRl;ege&omzguzj9_P6Cf49vC#@G(q`FIDAp#auY>m0p%3onR?^+#CaIde
zmP2=#L%)J??5P_uE}{}B0uGEh_pHMghL{fy5Cn>MMWB9Idc3%m9PKVkOM*U2$p>RO
zB-s|vPprX_ECSc{N9#Dtyu3eUG4&yD$Q4xXcOa6N*gGYJu#Wa|A7fFnFeM#Z?eYTQ
zR=rJq4>!9G_G<844*w3t?$jy<HkH=r56FzTkVM8*>Au6yKgiIKDDAKrv6qzxxxlUo
zi*zqc)QxIIUBFfLB%RLu2ufoy%u9xNxpXk!RlV1%72xcBOc3`ZimYp08bW<W{<`xo
z*9&7ka&FdU`aXJ|f*cYP@qk3-gs!?D%~bx@>k<Io;gi|P1Q~yoq+J*A?!=DwN5WXt
z4!31f`bKPs^ppI;!7)MvWtYXlu@|M%s}?mEa61$Y+cRI=9Pa03P>UD+K@=2QdPle9
zbk$eiRrmYtJkwVd6f8{Rn?5vczkm7Y80&1;iW|A}3D3fpA0YJL5}GSXO);d1f93XP
zbIvD{qM6SYyL9|dFZkEm5!`D-UR~q#>@y;i;8#kg=Ez0MVglk|-EH46|J*(qx~N+G
zp1QD$!(Ac8(u<&aC_1!c^k7A0=VW&&?!w7Q8|-*($Tu;?gnrZ1N$=4QMs`GYOEI`v
zy3Pq=N!;*+{EMua<BsU*nd&Mm;gqmAjC-0N%mIq;f%0Ys>!uLOA6(=_y;#~*K49=T
z<WwkBAyE*(k^5JQ5^c?!n_=f~<c;|AU6vO5mrfhI9{XXt#@Tg<XU}5~_X-QMeO8$f
zlrfTvaa5^SR}gE&@Q;$-lhe3JFY%7%|8`%%9i7GSveUa91N4IoJqu!83j{{(>8h;?
z5%u<<mYF6IA27RX{}5V=t%R=Qh-Q+|T4vye=@4Ayyq_vd{VS=~wH{tyksw_b`GPlH
za>Atgj`#RIu@*G_xNq=56$$;c^$`XsZbKVOzY*uCA=0E${f#ViF|#g`b1exVC$DG9
z%G&qHOV9uMg9lFH5YKqJ8oRjtwwf7tS~T>jkWJ2`GJ?gO6SBkKih3#jP~>mS#q$Y{
zoz)tjp*jaGvbk<X^MD6QN<PiJxSW3MpPPB{<nKe}qqSkOEG*Frgo#af`MFvP4!cny
zn!e5OI$(Nfb);P@?D<$P*>!sT^kK0Mnf)EqVh0i}6kna(B79ONDy?)L-fO8Bm--!{
zL}CaQVmJU9aQywCL_tLe)vb0UGSt>G^JCcxOR$MpZjD0bWex4Tr@uViSB--n&}=Eo
z5dou9%@T{<RDvi=ALNKFyrVqSvB#iV8G2fC2{s^`ZoVW1A<NfJ1=#*#|Lif;QE6TG
z1j51JOyb!s;4*omOdWC(#+gVl{dqi#r)C;pd6~%PS92J$cKoTX6)QznO4X2y5Z^6x
zz3BtT;;qA_mGp?r*3`}jJCd<1LBGcleYDxFId=#@fGE}~tI&W~!0O+h*S~{kHeQra
zCHSIO>e`1J7)KY{VNKS4^Y?^FtjmD#_eXC)W9rV?ZbyCR4Pbmi=#xqmZ|Sl(NQ~+h
zPCa*Wrvk3wHEG6~bcsT|Vj}f3{-lp=Z)fcR%)fH>+`J*}h}&I@_ChyU{Phu|5I~R5
zlh^5Hq7TH@{Ys)G@}*%99(29zkx;sI*;r!^B-_mVBDshp{BU_vWj<$%rBsxh4j~Qv
zS7wf#Ba`{R8*V=;$-#P`9TY+Ck=y&F2ZTcmC<eZtvyesMl-qLNuVhkE;bg>1c1CIB
zXs^SQWejVos9M*;2{F)<b7#K9d1gVFB0gPb;9MmI@%N6(hyz3KsrRQ5pVuQdXXyj(
zUc`I+F2q2=2Re^ANxtZK&+|rQMmEk#Fjp!jKMFG^NW-xwwP<ybLMlVe$qmiWZa9!8
zcI;hj?%>w3*PnpCJ>5!Jowbdg{_ObvNS>B|3sjGr>NW#!yA=%fGCuq(_Z2OBx8RFc
z>NW;HG=d4ulh-W$`Jtd5T*pBHiW!tb)*s0*n8YWI%!5g);Ak#elA$q1mc}Ro5iOY4
z{Gu<32K%_$VG1$euZp*V7X|Wb@w`H`x_$*G@~L{xt+lof1xI(lD5D6m7RErMy<){g
zV)Y|0J>X2=-5v{5?=Mtk5y6jXroiqZtJ_5pX_!WcmD4Oa#cldHu`3_C=UNZzXI}4a
zWjFcWcQo8iFh0_z_2LQCCqri2h4|iYQ59U(Bnx)Y4-}Y%lFqn#=wC^j(}mC3Zg8r#
zCjGJ+5j!pSPJC>&f1FLM00n{AV+s*VQmQ>9(G_Y1GXSRF57pTR?f){Ka)+)A5=3*c
zY@K`7ji+&k$~CLdt34u%R*N*)F@7E-8wi1^&5}yB7ZRb2AtC7!=h`4CDuY0^{b>Pb
z`)hg&WPz)&U$rS|&TkohTb|hCRG>U$%lNkh%X<5O+{K!MtLMbFd{1fSAHtP%pR&Q&
zXWpYHyPj;Vy6$?SjquBE2mb!flO<q=RCJ$pv|&s+uuK#ZQoMjcy`Yq8jyr>g<yR9u
zW`{_-?(I`5^rltz#@0ycCri_&c7ZW-cjqEFk@XOkk0JcYSs)EnpULm{P6{WK_$VD+
z3(@_NMe;GvU>PjsyA@vh($jsO(D(|12l<C>(xLRsyPU4)U%ajMDwp80S1Nd3AoqZY
za14<_d4=D5(-r>y(MN+$qnyt-k*Z3&&x+OLC)`W1DejGqZcqWUZCsdis-Y6K+WmVq
z3<WAP*L&;|R%=)l5~lgv<c)%4n{yKG+>OtusWV>hCDxp07{L!0!Sf7Ki`gsJ-G9L+
z(xa?InSo=hy1jc*tU~79>&N<s&C_vG^Xy4%F~@=bfQx*J_4i{?cl(sxI<65Isj?4I
z8*E1c8x2KSVYVuE_O`3tEilD54<BggG?)R(mLwnr%uorSJ+Z1i0fKsAE;M_*l=n?R
zP^q3he3!HsWQn*I5<Kq+v^*^ws*HhHeOOsA{I8sJk=(ijZa%d12dE$Xfqu_|$*%^d
z`=c1pApLlM>5*>MqKUTb+yQDPOnS^~St$y9${$opJ(BksHyx@hX@Zmy8fk6Rs;cs@
zr725OeAha{@z|N@c3*B*GmL(i+Tg#t-8crWjXCv8=C0cEW!Rc6aVQ?8$V}0{-|10`
zzPV)LL6MT`j-$@0?;!9|TP|0!K%1^vEiPV3AA3SN{DxCpw;A*C0XaV|-MDzTiVAoW
z9ggbxi=`}6+hs&j$X<A8qG#ApcI(G!sB}lwKH~Vla$8)6b6?2ldLNHcha*Qv0iQK#
zqd`VLKhl?z4Alq4zzLBjt~N3EhhCfV<ps)EJme36cH^TA1<`?SF~o1Q1y!ajWJr^E
z9CUvWJxDAcEi65@W9w?wQ!z4bf3#EmEe;jKL)2cQ&){^#*D*=6L7CkKRTMpbE7BI@
z<|@5L6P!gz*N##wIbgC^)$fK`l`eit|8nyWp>M>;WCqjelhBWzo3b?jmr#DpiNZi{
z)gyZ`@=sAO-N-Kc+b8KX)gXFXTw1_SqBR^x8qRCSR3@rAA4B&N-?YEu3U=D6nT!*U
z2mUKZ^8du%!F*QalY)*e^~IF#Bh@brxR(^UR9V;<=9yUqYy@p)?K$K{@qu5FUe6qS
zojd833)xl++<)4Pa6cRx@9r)=*Hu$4U8rrZ)T8GJ%9|-W-TEbF9LKoaCqBxt3tt2v
z`?z<iWCID+Yc0HU{bj|DM163c;;UeU$=?x|>R!Rz{iRxIR$}eO&#cPQtm3?%yqhlf
zmM*)2&fB$uDr>p#J7Y4{RX2fq2Y{8QiY)BqY}*a*?bA{IVVqZ%q5q&uwWIx0n~S|e
zv24|GgOPoQBRC%M&b~R6CD<D`i_L#W^?I6y%5;OxvAW;8@?sjC8+1Nrtnx{BLut>e
zZy=t+w+&<BX?I2sapCy^(sv1yn(@|C2LUE{>yN(?(twMiYB%}lW|QUaB?P>ohp^K_
z$00ql0@4~CA-u1KWeW)m{5SsUw)T*KJPV?;SzP84?&B`LWqU^(oO*gPZqESPD>hbL
zDSduUKWz1hE4fq}C^a`BtFIySPM`#}wFGgiH{@mxy&x3>ZY(PBQSJ>^z??bLdeO7n
zAYgCDJJo-|`lFW7#h2s8S<Mr(?r_JZw-1X0@>R$}oI&*19ofOV7}LsucmAl$g*^0K
z;{`C%d2<;(P+EP)pUg4}w*745`zW(MAjgfGHFCW!Xnnx`K;D~;f~XCAh<ef;y>sG-
zGx?qlPD&&WW2(=@rN3<I*y-v@xlYyqioW}7#f`nC;{Ej0FcsaS2v+(}0SYu2$Aea6
zO1IwfHquuX+r;GcoEXK}cVZ~<95#PEkvpB5eMVLJLK^qNKhH<!&i36w;-u3k(Y+PH
zfrV`^%TD5MKUrqZ6M8UY-SOkR0}I8<)s$m3pK9By4t3;xks!Yoe(Ra~z5K)1$5@(c
z9?@e*7UNwni4p9V)HSa;y_b-NrbYlkl2L#2iriJls+$$(zXqww9Gx$$mJX!-5T70p
zdNnAIhAX{DhF$JqS69s*{8!F3=<{LsO%IBJ+k`4o0>gD0(|!q47fdToRGtrYoe!q1
z{uUwjdH3;ayEkWQ%}N_-;1K4)zW&KRU?~ozO@!J!wxs@Gyc-#9o`#y)Y9qpC=e~^J
zE7l7o?++iHUmi;Ds3U2$Q^kwm-VkIJ6aj1b@}3`^KhEF%mWTnT_j`Jm)UR7Y?J?Q9
zIjVJ3+o+AWIMG5U8{pfePfXYY1!BkF5*(llTxwI6Ty<~dTiIyT{(SHyGe``+Y(~%`
z=4sSN^v2?sTRI`h+k-S}tArZRsHz9s^}LR0`nc5es9^R;{erI$N?z6HIy7k4lN2m&
z<+`f6YdvSJSx#;Oud{jBdGeceKwq5tDtMp@VF}x;u)aA2&2dH?)anT;6-MZFVq{w*
z5%V{0jVy&6ReBB7%;4iKA>{a16ZCwejsB=VO+=n8i(0wAge@a)t3Ui)sWh#emLU=k
zjdw#!@P00VfOZn<kL?fA$zT2D19|rRBfwc|zM;$HHFqMUCFI7USIRdA)4L^O0}|G2
z`)mh`Ywm-fD%zez@yw{GtfX0>3fzb|g!QwL5jws_`_1BA@Z`I<&|b|pZzoJf4uTQn
zkIh@s6kshdn&>u`l=q*{kpp*Mu3c}(h!rYr*~Mi7yYTrY6d;XA04`eO!n*O#Q>Mz9
zSKXa?L&>WGB<<>V`<rSCIr(?!xJ0z^TqyY^);A9$a4I}5wjYpDGwu!E1GBF%;qLta
z5iF&_Sa61Oboj5FNuhCUZUIH?r5-Do4>8#mN!rqz{j&W@@M4)Aj;PHiTFs#&(HpY6
zQc<+(fT9V95};Lc&?ot2BLw}+DbVUYJd@**k1g;_v3M{9)rV+IoPIT(WajizBKfa!
zSyWhCZKC6YS)6r)tp}v^pOndeFjlg9klZqO&a-$>R{j*oMxa$&gd4|8c5#DDNo37~
z3AG+Ie@7i)QeqZQ3vUe2N+%-d`%sddfC9QIa)*~>x*JphUT7L|H=RJB?}`TDUrd)O
zuhchO2`ZWi(eKlquhqQe()#!pS9Sy7;RXTFffd9&dNAD~;fFxqI|moP$^TBNSQhXd
z&J;s)zEv91Y3EIj&M~#piZmwqb@wWL&6STXsy#lYV#6@kq~ZV?k`fl8j8_tNbGKnF
zIg}U5T{v6hSK}+bb{<FKR#BrN4{t){Ux{=AU&q4T>Oz*8j_*SHd<lJ(R>+)K+D16g
zXwnvsZj#cAh4C`wcYU)yRTR5G_~WnKUO^*lFn5|I4)y(ZJTT8s$2Ki+Y2;vFY&MSc
zeepl*96GtUVTv-x-gxD)`--zM!dN-y0>5UtY$TCNEvyLc;hAQ4(N|IAWInS&gOj8}
z-iGmLR6p9aOjhh4&g@9sFg&DphvZSe1VL;NPw`$!4h@xxjZ@qwIleWz=|#e_xiYxJ
zc9^f}(9flif938SUD<>UQFvAYTd<Lw#IJgmzIxrk{?fjKYTgQRt%HECO&2FFU;Fmt
zB>zOSEiu^`|BE)eG}=hr>LrDeC)5#~rW~>XS{<&G*;pQDa3edOcUfk6ai{~w?;z1p
zJjvb_Q>T+xavY+HmBi7H2iW=V7V`@hbXWO)%3b)jX<!3IyC94a8)46K-QUH<yH#)F
z*a!e*75yBh6>6cA)YJN{HummfDLUwY-u&Qxe?NzJb8rP|uK(r?{NZ?&_q+M`;6F5@
zW#rJqAWlGSWMW6ogvS;i6&7%F0xJVM$VFM7DEWlr!WFNLsa(p~TTo<4wVi;Yz&QDB
z+~JJkOUjK<H&v?LI{B!J*mq#Q_LLAk?yu_oD2tq3M?>KB<mmvvqfCQEgtJQ$e!&fU
zp`$27fT}3rq8;I3M5`{@zB%Jc<nxT6o|oE#{*$6n1b=tsqmYuUFO>Xh!YI~qET~a<
zF(l5XjKVaLCL=}8XWxa&C|gC*`RHUzy~80CZu8;lIZO+MC0nz)==~k5lhPBbYPYo%
zXPR3;%^-SIahjw5=o_^?FcztHdwZ&cQlTvln!ly%y6y8dmMnM%I>rUqLu;f?uK#Km
zY?R1@=?a@CV9}*^7iTa5_BeAZWKj7|RdZhKqLjtgQyUv5%Rh6>)dk(*2zeUr&@Xi-
zn8`}b$Wf&Ir7AJS>6om*>R@D;Z%vgtQZ_-0Xpo#L8pL-g|2L$~TMW9|I%=+{3RfFU
zrA*-q#P3^$32rY8C+PCWs;X<!y~LC*icU5m|FYeAJbDtczin~2g;L}fb+Z`lOAi)Q
znI#Qbwd0R^R}x+wmmnr$)i*x?r>#(Q+BKUV&I|^qIDs}N(R$b2db<Y%eEuk^LQ=R*
z^JrVtSVY#>$^~(?;^DU~(N|^Tp%W9wM-QZwAjnZIPs|D*J$t&mgD`$%8Rs%__1U6V
zdEmgLwagQ%2DbjPa&D0K^tMmkrReJ~7Bu&xIhVEpb%CeY@l{aIGF7UQ<AgVcev-A8
z$)YZc<LC9<ZY;}7_Ml|eWRO>UN<mC=9h6~Bs9*3W+JpT$=?n|Ld2L^c)~p?ArEz8*
zr@Maei&z7r4Zh0L-ly~G>b+2yR^~99Z;V=bL!qhw=bOJR!|Q528a1R97T*w4@BAe}
za$!@EHEUg(*FVbsNz#l*B)wguB`g16=lf^_KhKa!5=@k!gz`X$OcW+G>z^JP^meiQ
z<vlZ#V51=s!@)(Fc)MmI^vj@A9)rGh)_oVJe(2_zFD`9q$Yjkfya<LRE#jB{MtB^N
z`=Ia&u8eOhhs#Mn*6K=Z2@Tsp=fG<q7P2bQk&25hzV>H1?rsR!u$Z(mGP4$#2mnQG
zzeGcP8H*J5dgUDwIy59byqO)9bi>G%<*L3lb%Ye4zxD!&-{m8>!j5&{&ed)J8#7OF
z<iY-0^GgX0m7aYGhO*3U#I>WQV;DiRve^TOBxd|=5!M7-D?2D`=HDjqgGmjwYGqXw
zzb818mCH{8M9^JpdxPXZc!)kMiT+_nF+=HltHMjzrV`3p%pldal6yIEo3>rwam|#@
z<*J!0n!!%R+U$>S0EE-}=YBp(0dF~iRpZLnfq^0HIS{~u+L0GY*6KP57t?wtZ9ZZw
zS{CZ(Ll7AFL>B0U<wiNEdf*Hy+XN<7u*b`Lv8N&Oy~=CKYGs+4##dZg);|=Pj~G{h
zc<O<Zdj$HX;2-)gV8x{Re2sB9Xk@mt(v-R_M7Jp23kA9l(rmKyg43(AsPBHumts*I
zW{kvn+|HrieNSKD!ZG%>=!F7*_E<cmCqFJJL83@^SLlBpKq%s2qY|Xhk^w~;+om@M
z6wIFT4nFxDD*iJr)wqcSO*Sq6EBElq27=r@#O`Vx4(%dfs7v2#xO2-Ay*9iJEqO%s
z-S@#GcBkDb>|&gRIFusCqYjYAwF&sGGwR1Uw3ns0t=CF>4Hu9NTZ1#|E%f)$ij&h|
zy1b>sAhuBq)`U{WQLzW58DyDBd;Sc)U*N8S0;rEiX0`0`S)%>TjL|33)PLndioJ-!
z-|OH8*h5@W19cx(i?-|r*>vk-H<Ptr+=`QR*hW!EKhqQr^3Cp}=u*Hv{B5oe;^)?c
z3FA7%0jv=vO~()A{PkZsD+;RO7M4_9_8t)<2*~gkUXf1}Quz;it8b0No^K7B&@Yx;
z;xy%^#N{wv99$Z*kDEhiI6YMqYNW}(*@XzdgBbpx;LN2zmv}HXauNxV<PulZj#=lv
za)Fca?{<yR{cy}Jk?Q($2|polPn`c$r7mpdq&85Luo|DhFtO~9?m+#W-k~*d6`uKS
zLpBfjN@c~Got1~oaKQUcgD225So0fe%ZVaLf;prH_4VNnzjZCnFw~B*Y<dhg|Mh<1
zgUtub$k;1z@Frx&AGZ5Pr0wUz!fRnd{~zialy0(Dr@@flDK#rQ8x8SUt1VVFow5l@
zl(1bc<Zvpdb>b~)D_OQvnB62(?llnI&*((OM7(PW(@UH2kWOW<QV_QWrZ*cw>K#36
zmV+agw;R``ss6_5W}N-)t$hBSGVYyc`TVmzOTQudrX%YZ{{Kr<g5*E{5Aowx0mKje
zKcbRX`r=0YYhJn!0YekO8>+j67=MOep96Np$^Q5j=fBG2kDRR?G9pRt^h!1U6PIB5
zK`=gyRf)Lq`^d{f;gdt?bxQ3p>}sf;3CtY(MEbr~LE_u3@l8m`&MzH(zj+C3<!3x_
zxCFI2D|iBZ744n%G%eHCAsMMG^A@WIo<-H-)nx7N>xC!=HEv;C|D|$fA;$pbx1_!(
zp8q;hX){$94@c6;eWyi?hr$EbK9q`r-L~DE!GFaMpylxg-0>Zw$7tO@%z)=qcu9aX
zD)_H7+kUGWxb-in6~Pz~=<xLRwB_C|-mqm=n}RM{D6LYVjv^Z%&Sg?KX$M@BB|~tP
zVgp+((N{Q2u1JpzI&%748YThT_Fi@R#5-CaH`4#rCs`gWd}>l0e4<{Q{Q>%Mp?0g}
zBqunkS_wpzlzpTRm^krO9GpSD6!C|x5F4#YpUQ5jF#^Yi&munMS$O`3-^UB!ZW+?x
zZOEEJ%9u3Fk*hr~KXzlKLesa#+`$Z&!4_mjs+6At9l|LRXUk-B_bXv!(4i`XB%aE(
zcyLgVQ_oz5<(VP>88k}jhQ1ihR>?$rxk2~2r{foKs(SC>UO%Bdl-u+*LSAFJx;cmW
zB8a{bQ_Ip1#*J50msUfJU=&-NvzP5DId8GMn6`?)B)Z=mIT1UwI@GQP1{el{zoXad
z1*rwtfU*B-&(8!sW`lCKh<F&Ws4dv=_-;kxrN$A^e}?Ea-*t?y*OS#?=>heN&=?87
z9p`Yf_jv6Q;m~EGLsbg@-ZGeYL7g0?a6nlyi+Y)Dm@BKD_?cbzD2B4~uUw{jjlw*6
z{0#&3EbTC<F?6LD41~Js7Y<m~UtnIDV0VZS%iElj9ZcT#5P48ym3qzbmnX_sR@0tx
z*>#ky)s7t6_3m07x{J4Lm-j)dT(@t8dE-;oug}haW>9wLMYwczyq+<2(b>{Wc*MyG
z9>^uk*K=4+ee{iZ1tF2~<fHclw0=gx@}2T&q<=uj{aF8XBkOVEwHDsLf<px-hR+-~
z$keRW?+k@mz8L@32U0y*@(-(48M}>xobN55ye##PNm*e^G&d?J3=Rp&SFE-X9onAl
zdHzVu4D3&A{fGIuO&3q1-3gis+4GnNv3NKtoJ0Si5DrtSKF?KbL~M|FaOJ;qt-jc0
z&GCfxH<sU@cC3jQIgHVGV`OcA?u|O2)ngH+KbZR4@=da;7nopZ)5`vpuf_~I9NK~3
zi9OgOu^B_J9X)Rxs~M-}?BXlt2ImeRryjC0?1?4zPa6-A_^fbP^5vRqOzFK>qA)e6
zUg3GIve3?x5vH)s4tHF6u{5aQrnJ`oL`*Vw`o0K1bsVo3G!Ce=^?NQVH`ghwzbUc*
zjW@FK<)aSVD+_kAr~hfRwaOV)fw(l^bam!>#gWH>TZ1f$>+$;1<Z7=8ONgJ$X>M%S
zu=n3SqkXQ|e_`dGT~ey&bcmRV8k>}^!prq8Uw--^+n<Z(V}$|S0yic1-oDlP#*|=c
zmN2`XNb;bRqR+jDuYyp)cKz$L@;_=6*gs*KA+R5ar*!!hXy>TpVma482L1<zShw29
zkJy(v;o73NBO%1s_zmKX%7;Jgt*ITSyFj(wR=73(sMY{f{|Da<Whbl<8-gJ7uUw3Q
zg38>eHurK2L+w!evN(*g-3M{&(YjiJh_Bpwylrm$bLn1+WGCOcFc063-T?xBtF_Q|
zLcSM!Cd)hCqA#T>54$w?@RA$7&6P}<#!eSyzPpy~)}cq0$%QFWk3+ZVYwdDo6NJoW
zyg9dtm}Q-CV`lVt-(*#BME9aULFNK|=eZO43#i)@c3L?4GI375B?z9xg`Q${C#c(e
z;M=)(qkTUMZ?D1*`)=-@JSs7Vs=BJT?K8^o4QPJIKO%BM^ap&mxAOns1MPxq_)vC?
z;aFp!v)=iWFAr?lu+6e2UwVGpwcK}K-li?mIS7aSO`}o$S1|rIMVwWk^W`F2%N^#Z
z!t=g9sk=wjQjN4QhPl5UFmK-Yg*_tl{2)>1C`8HBgzl~tfp%(|w!yWpTa7ywnPCF)
zO4hAt{x5qx`r{tzRw+QsCwuV6aDf!5=^*Vlhaiaqse}(i25$~tv-JI643o<L$1v#t
z)LvgGklF9zILjJA6Tf^R$GuNUcCHlXJWYrK1XaroKudrLr{#fVa`S8XaKFo@vfn7_
z8dhDM`GYVEtBWV=(W@hB#0a>*oOgYB|D-m6M?N<+r(9b2RiQKH0YgiVrtRenIi>yy
zQnl{w{eqVDFRno40-er+#4fn=k;ZB`+EoU^Sy!@BBwm$;H|;*m)ndQ66S+7`zYA&w
zfO^046`%M>wCIaC3dQhN++tDdF;UmP{jT;H_p^6Ob5&8gmkDwr=4jEUQe6+8(U05y
z2PA~IpozB0Ao0<C>cPRUg-LX&2au@jLfa)Y4OGJc-T@CV%fY7M^MF+R0+>x4jQNgU
zi{F6N;4D^U&JkrAm0j93rKN?}hKd(XfASB85}+hdetbDuq0@NRF}HC*4=vRStQaA3
z6@M-%U-QXp;X$)atLFvqYeGkcf|5`L)VZLwxM#cdU}iz4Jpb@N9#Mj$0YPS$*a{^_
z*Q{2NYr?*Lvv1cK=j6;)kj9tbzQ=Q1_8$}G`p~A(qSHu-L*m=j3W;Oqh25Y|idHJ)
zJC8p2sJZhDKQHyg!QfH0Ic2pOj5>Um`lcRe*qv@NmGcChAVc>oe1BMqrS0H;i(>0v
z=Fe*NM~(Y~r`anTaMuSWBGti+)K<h6@1pz?C;s<KoucHU+stL>`cvUp#RO+Un`eDb
zuVy}k(jE|;`t^9;OUXHit1uFkeT{}xst*0MnE6SV%|9Zfjfuea(cw9`98GOQgY*7#
zX=+1i>L;G~6U;k>2;r(zAZuJ0zH!Lu(MlMF=+6qy$7(&;-d1tXoENG~BpLG{Hw&?i
z&>Yr89SmobKi9*aT{X)p{4!!V=!#2!TL~rH1;uq*V&^u;ZN>U=cM^x~-9l^8h@WG1
zp1r557shm|0*t#$ZYK3D3`;$Q>o`EB862+7d0$o)lq>zTK=!Pvx)RkEcullZ^$*bo
ztdrkAQhc_#ldMLe_moAR7`{(dDM|x};+1m}@t7q$I?alk(5PJg91rtd9euHO?#icQ
zHsx@4!Dh-zLAB-no-btSy^sS<Mr8^+CW%ucp`^W7Rbd|R_}{lN;#SBPALabW%!glF
z{ew@pPo;x_8mOQAshwlsb+*$6s!tz#tjgZQ)lc@H9T35Mun;H#)wofz##jd+o$(|m
z|BnO+fow+%&xPVYFR}acWOfPTBxwV*JRal*rf|d~XyPOR_6*$hGgh)uaAhV#s0#or
z(z4<^0&ZDCU%i@58-9qAyf{s|_@6<`jK0Euzf6K63Ct_vwq--nE13ZvX_-7hQ3*N_
zNQzX~4|_5Y6n5WWCV)zPJSzvpU5VX)f4q<yr;gZBBk3Q@bT2tF<P7~{PP!);X619W
zn+B6>B0JhO%x<GJMBZ{wY~94-`*tf*`36VNL{6ijT__;zAvkkIN%^)$0w>61NkEZp
zcdv0lxFN<LU=MXJ|Fj^$W_JJZ+mh>g!)Mp<rJv!jLkIQ1APSlJdED2&RQZIYCY03L
zp+3Otfb)0=6U05rOJh8OHq{;Y)6354>bdUuz-cR{%MJE!i#X`%G^8(Wh}GeDtQnsZ
zxnQatre5|gbSDS;Q%0dbF`jkBEogq4M+QRrO_~g6WzXRdVr_}3pYotxs9pSZ?<96+
z|IIZZY6V!NvJazHy=pXK5v)|&_eTYIUT#M<lz*s7uX)-cq~S3`wazY3>H*X07uEA)
zD!y@};!0aF1<%iv#zb$M<%x{Sb{<mtSFW}pk&oS=O`K9t)9Vv6wU|SNs|t}Fru&>N
zmWl*{5>Jy5feg(%I)~UHu}c?X=R%2p7x*1KmRaiNj4WRYuIPUyJ{&9>y@dP4`zj(S
zcxb`$kTs<_tC>Spa3|tUPUg+JcT<s5**Yw$<2<Dvw`_(O=sL)t?-M>~Zj5-at6;IA
z?_vE^_TU$OHT*7Ia&lr4C7LbDBV@Wf|M0b_<i0p)id`V^TMWe?LyC{pn3=j=b~$CY
zfPXFXtznnr3<_sSWp~ROhfr5w^PxKHQLBC-h<F6|r}{UnLESiae@ja+0hf=US+#M<
z>$#@$!+5F=$Q6falVPy=#t*KuwMtyQOh4uQnLYcO_MjM%gL|UL(m)<-@*7b#cOuup
z))$&RxdcbOe6;uU@zwkg>bdTrYNc$434L`|4g(#nR5^dF`*^TfLFr~h(@tDU8#IJE
zav$I{6ziXirAt7XpAW#Ct|6S5l)?GpbiRIn^#u)^o=J3&4cb?L{3`4EIxIB)p}vLF
zPWd$o<Fv)aD~J{<N7n+iSTb-gp|uOco&%WO)7~AudWrgqQ@plN6&0TD>e~wXF_K4x
zG}Uio;<$p^T*~<>x49=*TnBCpUD!CgTSYV803{d=-aGXOuVr-t+qznES>3exTK+#c
zw1VDsGHD=Y4yYylclxHOl$F0j#Ke^)?HWaA6^4BAE?9zEy`&SLpfAAR-haDi|E0l;
z`X~yu{RuoT{IMR4ag1W$&`f888y&Lj9k_^lFE(n;9jRxChhl2ZFZafG^qISgMeHQ=
zw^41$6Y;^p%npJ~NPfmRZuWg*>Y^Da-ZdD-lEd=4jlUxF^{3}abJz{yGrn(x=}oVH
zs7&j6xmQ<sBW7P-Oag8Gq{#++=Xl>f%%!rdLxW`5MKniYq+0z4Qnz*P_U%gi<?Pf&
zTps7Y`~22@XBd5-FMbow|7y>J?0YLV^VKtoZA;@;lxbKM*ka*el6SyE?P5ST7zyYQ
z#d*1B-JWs}l~59&AoaPl2H3{SiP`$k(|<E7N-C6y!K-_&>?tcf_i$!O`<KjXct8js
z@i0}x=WWLrxJ=X8nJU9xl1<%#yIwEa6S1lbON6DCAbfT!y{J4&pKM|E(ZIXZaQl;A
z=Mc*s)V4G)02wRF<k4A}OhWpmFas%@<h+g#Qx3SOuwAt_Rk}pMFHa2)g~+sL<(mmG
z<L8oNDNgT0bxYfQ+amOu-Qc~@#57YT7j+xzw%JYD_v_)_08_*5lyM2oLj>5pU%7Yt
zUvx%s5$(n!x^F}k<LEujxh;lF$)PgxC!O_Xck?Wg3V#;<m>SalNvKi817UU}zNNv!
zWMsodLqm6W-!^G>tjUGy6PWwN%?=|3%VoElUVY9>^z5JLDEDI}1cp}oyf3kv+3A@C
z+Rh|`?=dUT<kJ<9`#epe>c6HRm>Y7{XWFwT10R(+jn|o=^Qj{-q{}NF0|LZZFl}$=
zqN1>I#>Lg9OwGzMA`89hai0vX$Cu3_+T@MxM;WJ;AJ345jihLfRQ^@_y;6P!WfO2R
zhqhxZS19sx_@fnoQ!>YFScd44t4JP&J-A7|R{Y|$V`RtCURQ9lXE#4VoM#L#{PnFU
z*0EIGzv-Q`7p;dE>wyljqebbh?Dp4t?aio%B(>GA&l`a6&oE)ld_Az`Mg|W^kzlfm
z6LiWOezN~|+jR|!?X#@&OI5SL&uhN6JFJ#IjjI|D*N+7DgD=cRzTA2cl$!V1PgXFS
zT@Pj+8u3^EVW{gHyptl96J^Npkcm~=uAUs*YYU*_qe00WKfyD9ESf>y<(stdSvU6E
zJ-^%C-EAq>x^H%SQ~J+ca$b1D*!%XcThH?Wrud57X~`azy=;6Gr}*@-kIB9omU(_?
zYpTdoLZ_jS!ZnN}A$r1Op%iiK>Ze^BhCioyz0Vr)d)@XNdL#i=Z~zWVSN|(B<<|JC
zdXemr8#)1wY&@>3+N_&N`fG1@jX-wKD!&R&ng(qDu0F@@DtXQ5mrF~ehy;gqW03HO
zk|aT46V#7`meYKsI(3jp9n6N2LHhS%r2)vh<xdKz(vGUTfzGe$6-o>jE?6|3(T;hL
z5Q>`ww#G$dujVbCnT-w!vzze9X_LX%u_3+lz+W<y9Z9)sjoroF_^(_OT(ys#pZ_2|
zFrL2ffUPYK8z#!kMBAKqT`1jf`IC%1gM<4v(TDnPT5gu6`8Q@u^2#5(!Upo{%%0?h
zd_H8btL^ZUrKxxuuV8x3sMjc9pDoSaIm~l7uPlHr&?-Tt=|I{oclECKBU_hr8nrrz
zMxC~vU^dKjoIJ4FUAO(wzGU2^Jtsvi{;I*d@rz30Ss7ijqw-|P$i>oeefJUKo1xT4
z?O2wI>fM6@7qaV?ou*#ecb>PTInD;uSvZTeTgS=!g%AT(7xOKUywlsi$j>M+I8p`!
z?F<1D2d#XAn?!1Fl_n(n<YM7B$;k_Qr>dk5ypyJMexx^oC`*{B+6ULg0zqOUOcA5d
zNOU3g>r0H{agoh-sFep|3ufAXVuA3*L(Y0uq^_S|O{#S@Q}SAT>GNfSLNuQ2*|!?9
ze{ZWP1=TZI0tQFij|sgd7ElfDJ9_*Iu!aScLI35Ei-X88TQG@olVd{xdg;(*?oB(S
zY37Buy}4G&y8Lc&&i$BJe82!!du+tGF2<yD-oB$_VKTTJG@j;C!G9K7)7<{Kfs$jr
zsU<|+vL!d7$Ch%F5r;AGiFyk`v8E+kjk{KmysVM|G07Yc%)2NQCi$!>|5kWzq4AK!
zGJhcTYLnOmy(%G?p(5~GIH;)O6SZlBY6$D(!^Kq;NXUW4z%=HNh}B6>yRCJ(Yj#$4
zp&t;?K9{Mh^zK4%Ox3E*$5@EXH?elOV^n+Y;qYy+zk0yPHll<32@70wM6B}2Q^LCk
z`gZK6tb)Xp0Uv#OF}|K;h*`&f&257pDk<hhESn`ogvx9P^PS)M(BgfWf`GMx*BE<w
zEr<74FNxY(U1O*He3cFWC;6XjtQYv$x~pGW^heViETENk(M8GKi^pYcocdFl$(&y0
zel#1JZ7Ilk;&o!v{)v>9o>vN;o@OtNuTa|Z$A>-vPw$eS2S;Aydn$SiGz)2+f7xeR
z4LQ!r`~ndv)!q*qTTGUvIFd+RWrDn6RA}W~Rkri=Ovhp$&AO`lE(&N~7HA9a%o`6p
zFkhc@*)_zrYH10v@duUlR!Ur<w-%zl<6+e_tZk-l2}(>HokvXlL)LhCI`d`JAs0vt
zM;328R(GqW_TW-Gc6BH#6?WN|vTd?gWuBih(wLSu%NzV-ugKGE`Dn+I6lM2F78LUX
zhgQ^aK#$@4yNrjIb#;)Xoy#oTvGu6p@2R`ZUM6~OCqy({OG*B?y<}gj_{A;+E5+e?
zrUPT&!OIUdzs&uQp_<*z9Q&l0|KCuJ2MpD|?#Q<90@NZDbd1`>7VW!Jn+PNY7eZdu
z<aV$2|KCm3w1<I{ih6eDT;=_DS}WDBfrFjV75RzsMwr~0%o{gRncjVU%8_r3-vp?7
zPl=)_UNTcB`PA8}g-_Cn>|_uIjDO41)KxhAw|r$p{{spwn>6(^&7(y&@~6@+UB#OO
zyUGE6V8wsLMN;6JE=(lPs&m=zEJnKwRWuL54HE8nQ<$J_dHlC2LID%n?8;e5%gde9
zOY#q}Bomp)dn9eC0VF&0w*`rheaUJ>s2f!6{{vZES|+~KO%)hvG>H*(;84Zi{r46*
zA&sB-E#@XS`@2Gvoo~)?%tEMNn7x})8?PfdyT0~Ze;lkegjoUz4*G{JkU}YJm&Ax`
z+@Kch(z)Ub+lrw%f9;lR<*bI0OWY51$&0UvjVoO*h%K7!fQQ1LONb7co7@d9WkHdV
z2UCz-j;R}6A1+fQC}0w7Ik>2y(t}!=vYgK$Di%@aMrRcU$AXdP0O&dVVTVF9OmXN3
zMM-uHYYXits|w>#f2=-92=MTJ{Q5Z2IZiK29p8cW>W^PPz^kGFrsOWyc|kE7qba$K
zR>Zi-Mp0{qW@#UFnKmScXDgchT;9_C6DZ2yspU2OzOa4tGu(~Y<3rT#H&LH$AivC+
zlh=ovkEblO)-&6Tpw{(I5g{5Bbu?AhDEE+vDDi7gY^u>^){DVZp#A~xw5>hliJmtM
zn}TWr{l^k^R%PTn;XSEY`b%z<tKY26X)4X0StUg{Z8k*hp+p8&4aJ_{*Rgo6NNjIT
z{VMX;5WUv)2fBsbe_Nim=Nj^fV_OLa(6hU4&|PNHgTcyvE3~Ats)IaD8|_UXUCJ{D
z2LFa%5gugt=3fVfu3YViiC#QHm~LIc^&2Mn$D8{pTGwD2c2N&g-xy`=Y~F-Kd`p%A
zp_h4$Hb1qTs|ni<jqm2@%5rirw2OU)TXAMOfM(i!U-c}9C$1sDH5AzZppE<6QiI{#
zkdGV}{KyYuWC|i34cm3j%YOUs7#Zd0RTs))nHS==iU?ot!%ROYq)2W|SmIk5&VL)i
zl)U#5Yt4mzV`^57E+dho5Y?Sqhu)ouB6%&2S&!91Bw467{e!}dT4_ef=W0{`oB<(@
z)UZqVnA)H;sMgL*&<Y>1s_ko?L<U#=lkwusrzb#EXZ&~Ag?t7}4K~ito}en;u*;g|
zn^~mfOJj$!#OJInm`LzTCyQBs!q#F>bC84ryc%{bv~3oz@w@s-Wj;B&+L0l(pSITh
zvMfkmT)bZ!3~B^q9I7Y-dISe`LebywloDwM))*K3ac*A<p1l_BiuU<$GmcNaccoj2
z!oeQBu>o=Fjcs8XdNL0-Dxu)}b~p2he=2(M`(1tTyDPiqYY)1*yWO+H1?E|JuZMX9
z6fE3pG57~hD(J@}`|qtw;vg3^AjUYyMaCP?mk~coE+x&;?J5(l+8lmq{V^@@%~(I;
zA;*<SCyDNnwEiPtHv{I_zkcv;#YD13^a}l@>{zcM?o{Wb?Y#t>qJjIw)8>-b-(R~n
z8p+s!BpwharhvR^PFELRpf(8H)hoK-y#}q@6e-F47rR3=Y`TvSrrO>_D~4+SoNbf~
z4U)sI`(HXUYuRto(w}%EFem&m4-~3EXcpPM3)RyCRRK3>>P!3{;a&7@F!y9$t-m4n
zw7Yl9XP;enfND(5ewGf>HXZH!{@N771(cKEe{7fjt9=5iv@!z2V70mT)eVI~<EUL$
zr>coY_lni%O9OE5;+lakRomyvQeF8h%Eu9+6aO`BbyyNAt-_xWwlboco(s2*ADEVX
z?|$G1itu@s^MEuzhg!@QBc~4mFmn~X)l+y=Yr~6%{9blJjC)>ITW;x1uiKC!^y9Q7
zEK`CYxprfNvwdpy%gT*UV{peO<BSgmhde}4*i13E>pOR4v*Y!Pot-O`yjj?vDN{Wx
z=r2T!aji)y7n-MXl|u|sThQK$@Dw7UX6(6aahfJ=k5fZb@Muc=Ja_%LVA7^Xq;uR{
z4L-3e#$~6a??49u4R|yc3kl=*Ll-}O{1{lwg+(0{Th)|Hcvayv@NXh}D5Q;H!gqWv
z{Zv5@6Hx9{9?)sN9r>OU%rB9C!QRS33m2*Gc5sC^EA(AMxX2;9D52zq(P0sy{~WL|
z`OX1D7w>S=<=UDs!{X8*`H%<rI0=g59z6~zNY((-Ler-B<&t(P0_)mzSwtEcnGRs1
z6~i0De0m=_&`~Y2Xmz7U?530zsRCu~q35w1ch~xy=D&1+$IhBaTBv{A&An=`>U#Fk
ztHA6%pCSyV5q@`bG*#P9Y;bvb<_R`c>~*hlv`TD>S)$jkT2AMEzHxKbh172##EP;b
zX%3~8sjUPdz4aL?o}6|(@v^ljpcx3kT$^MT!Yb~>*uKnw+}Y8MLY*(y8yVIH1J$2{
zati*cjNIRKM>_u^iL8-zf&`Kt#rBPL$?*9yVK}$7-d($rbAd8p4p7%-`52i>`;Pp)
zdq!0g;ZA9&g-s53%#F0)EFo5Zf>ZY;XDarO_pJL5-8XQZn-BxEF(?Xu>|V-f4r64a
zzX~SxY?ToDJUHmuVnK5$oj2M&2yaLTq3o*45{UG&24denZYpS~do`Ozn1J@le&gk#
zeHa_b!-WYkPGNjl$^CdqXZ{@z+-F~+Q)PIQ1u4w{RiVOpkvu2L_t<0;aI(L#2d|I4
z%aL3aBAOBVg4)-84@EaD_}05*H(I5;*o3K*w!c+!!9G^d{)vKzj4B|0HZK}MYFhTE
zo@|9(#<$8W!3IF!)LP4I#2@FXj{ZT@s^)Hw_gT8088d3N@ng_>{mDZzrr=TYQka9_
zZ1WWJ`@eGgFje)WE!B@0sEsT?M!x@Lq2l(^_5n`uV0Jh=P(b(1Y^kw`p+Ti?xaAN8
zh%Od0;7|KT5ke+6%v$(<Vmrc)+n0W8Vnn|o^g=SInxDVEXQNgADlj^pMy-iw{iKVj
zr`Uq%Lt5nn_|VoA!?GQLkNLG0T*TiUA3ve7XL|vUsNW~klAIx3=K?ogqJ49~j*qn+
zw6>H38cz??&Do%M4w<}<q9BiZN0}YSll?}hdUDwHYE}$%gP-eoVkYz1irw9Aw_;9_
zxiH-&a%H^i*}cP0CGYu#KZ5wz`q|70gqE-Ag|ru@ot-zZK!(CzCJ(UdQxGozm*6Vo
zjc?!0uXht$=0Ni9Kep}mHAZcuj-KTg`4gaF(xlAnSK!3A08(yYHc?soA8N61G_@pf
z$76i*bmCjX4F{2y8!UHTzijD)%ecZ<q>X+m(LaDV^QVx<Ut;pF3UgMv0CB_gMPIEW
z6HP%kJw#u%+H2JZI&IM(i1i>gUFkwBzf|UeI<hGT6q+Z&pic1=0ItE>+_Ug4Af^@~
zWG{Mk20>T)Gl`rl>EsA0BApWy(22=X;lH?oNT4>?<@AoeDu@oGTj)vCs*l;eA=wdr
zRJ(7^1L<gk`Z~Wa68lbr8y1ICHa{vHw<RAPDT4~#?4P|^!npK)y@n&LP}=7H;Oxu%
z1O!Nyspq;`DRC`n`>BE0iKQ>;S9`pRe`hBxO|1}x&@$PfOSa!z5DGmjX*KUxS0SaI
ztemLvbg)q`JF^$L^`btN=k*5TT%WR%mBZcW`u^1T?X(}`e}mxeBI_M^ks`o*QO8dF
zE2oS{QqgMFTPL=HQ%kzheIIN7`R3dk*6UF)mWplJcI2rVA0M<Z<rv@oQ6JDeX-<zK
zYEgy&v&huwua%c5a+2~nw&R|pMun(V91~cF$e$;;6x$pwL#80lX@9LJ#8<a<8>T5K
zIh{y~8+kuZOtAbyh?=Ff9;yD}R`38U`2ss`R`)>n{Wp%Hv1=2~aDpT6r0D2~Zz$Py
zfyeEsOO-LSEuccjc!t-uATuJ^8mUEy`D)N-=d^!sxxS1Dn-;xi&kv3Jj+pZyAv8|f
zJDcF@R*=FOzU~%FE<z?m0Yu%TV4GM`8AFR9pq8xJ<Dr;WM)Gt0<k(f{G|phKnaO_#
zH^Dd78gLEF<Rj<}6a_=?b1^3(CL<XJ2n{xB<@DjDR2YE9McZ+a2fG-TPJO1=sJ{<_
z^qRkSrXijck`-LXNW!2Zihwl8UMkEPhc-)YOY`A+n1E)|F07?q6z5;L^YNzV9@lZs
zaWxiq)~P6H{ABT37G#WTx4HZElz&uS!ShzwnSC{q0w+cJe;#donEhf9o)T8;w7~RD
zMI3<d$KDnyahn~4BOJn+Z@tU0KHdeMaiar^5!DG0*(M!DY7G_%dd5zEv*=!1RGDJT
z>g0tyS@ccw{6~_0DkNW_m^Q-NtDY~wDU>6;V9_9^XO4*%Jb*0=DykHtH@ZLF`c8yi
zg4b#TQq+tu<%QJV{OT}unGIq#$^Z2<8>YabwmgBqNWm;j#D`>@i-iY6e4StR4#?le
zKNqoid9qHKLXr$pXdRy=2P#S1XmOL#O0tT1^6j*>pKc0dwY(|cM|vtJ@EwDorEdMX
zf>?t!6MB8xguOAguy2#Q$hbME5_yCmZD&pus9w-Z7idz^>%!~0ZgSD2WPOl|L<i~n
zq512*h~*>~>Kd8As%Pf^2~EU9E$r3mzNfyY*w%H{pgu1{kZ@xV_2jRm@i*gi)g$aE
z(l4@u_H`eVMEk6=m3gYOR#WE>4-MB{MHGB{AVPnc9U;@}B$FJvgVbz-Hjb{(A8$WX
z&*m@TSb~({fVUn1hIV`hNYd|B^diKklW95+JN%!oCLJ<H3luAHe^jYq)s=+#xwd>O
zMy!u141i$gIr(!4S@cDoRzt;J(=e2mpaM#;z&xVMgDrQ*x~0r~wELT~=31<lG|4cq
zQaO_Bi_7rtRvqy%3(s(QKa80=7>5uF=#mHQY3F9Hw)*YjO=63!MXr8Rl1}G=f90Iu
z`Z3sZdGDL&_T!E&gJRpW?`X}{)m`4VZjCRf51~2@CZkZ@`I4$I702(J!Y9wcBJlnf
zzPKUJESFE@h=NQ%*Ewd=WcwuzU09{hn7oEixwO{nejW}>x_bE!3~XoMzr4Qj{M9A{
z2bM0Ng{<XGUMK7C6xAUsA(5dtg!IVv#e|-6lB3!XYLR5@-y?=5=7S$&lugD;DpP)x
z+A8(H8~rrdYPohb^xNP(eSfbrQ8ZWbFd*twC%R(EWb=hIz1@wh%f=Fig#tc2K$=o*
ze)!Eq>Rnemr+e|OSCV{Nmh<w?J)8FKW{YM>-=h|tdmj~eM>IS(&XTSO!(h%$Sce^&
zjop}w=*rlY>BaQXql=_~3~3I0|0pIiv+qm(gXyjnmHl7*wF)C`qY5#aAqP`iQ12Os
zY<BSj1ePpf_-Tm|@}G-ulPZH{H{evtjMsN8a))9Y6Mdj0pPq52Qd{y<L`8CqDA_k`
z#(TL9NxyGarM4Si>`C6Yh!nFY@ADEM!S0KzuaJC8m-vRB*ilmZtn^-3Mdl8LrfctA
zN|oO(bdk?hnL}<Uf1xqQ!?Cxt6}8LP#jQ6heEsh>cG!L0|HIy!$Hln!jpI2u+2;_V
z)S#558dM@RgD^-!h*E=Sl}?h@nF}GLhLR9XBndUrM%%O}m1$4wH0}G$w9azP<@e4x
z=YH<{KKHYJpYQYiJ+IgO$2qCF=5u{M@BQ;$RawJZZZ26a>2;)!U?bhs&=GWd{`-8R
zZ&g?d@`aAS^D#tXIdhpBo?AB(&=+RYOf&S|1Wl)JJ0PzbHa$mT-j$zp_*}Rt>qEHm
zC3~d%#lpa<<{98gEq$wGww96XKgMFZb$@tTd0gY<hD%D(v#~YtuZ4u%3F1nj*ZRum
zf(H#&`FqDbI|3U`((OaG9<x^?lj}o1uuMt?TXwtM?s82H%dCeSuHKAYkN6&PHpI-^
z6Y32$7U_EpKlxBxgj<!@@Z)3JK9ANX`ydN<y=ZQtzUt1`?oF+;JA6rUPs-kEhfYz!
zI=w`f5x?SulS%Evb&11Hv1P%6pxOQ#tQ+Uz+%h?~DXwA1s4PBfe~p1Q-?7^)U|%{>
z?V0;rD-C75mWP+>eeMnhXBd5eu4_&B$QYdC6K4oM&&tEY12oIqff~nb)>aMk&{+Hv
zqPEcHb-(ywh`XKZ+nt){HJyWCexGA{d+>%45Nmi|CM`Yh<T?MGbHh<3OjKUlQp7V*
zX*+N<<lKiB?Vvgl9o9!lSV$gA?#0YyG?nV>)-4O*me%3e<7<+4{3$8<rV_-O%y<{-
z(76Hwubj}B!F8u0<x7cDsg}jyn-yVtp5|tZd~uUcma!96%S5XYYcMF(F_pA^S}XK>
z*tyxo;YQ?x^pU;bX~aEV!jK!zc%|I9HV?S^jy1y(mrgRm=J~En6?&X?*W7POy47{d
z^5robsp9^WufDf7QfYQbo32RN>Cv&WKI^Ee&d!c>{0&>tv-AD(8oS8e46WkJ#%Fy~
z1<F*L!U&C8rml%1MdH((8Eo&`6ZVx@G8JoE$gm5MOo%3D5Gx=Tvl3So9WL&rFcFp&
z!>w;KMK30VyDBJH3dWY6a@lzaO}$)MQTjAv)#9tKQtxObe{%1>mD&9*IsD@axh+jS
z_g{uDk{`l3ihRv~IS@x9lk!T+MW5}CH|^w-9O5(OMffF-jJeDt(n8PcQpQQTxuunn
z$uE%jWTjgoiiak|JHJ7>RmcdBnd!UTpLzX=9U*6eWi!wth%gV}em?8<j<>0?!NLdS
z*b<GIeNaJa^eQIalpCPfXkzhIzWkMYMBRap>BB>>Jm*)S50GanaR1Hf@A_!DNa3j6
zrj*o9l`f%^;+%Qv4G5bh{j~Qo65B(XhAKMg<<aGi_bWJ8Z&F^BmPQ|#sAXT^oxPRv
z`tsh9SEF=<4erEs`DKaZAeZ^nI1GH>{`#f0E{`CF$rh_Zz&$UGo~LPiKzPH2>3A$H
z&nfLBVOs5cd%dav$t@et)0dvf+3{us_Kyybpf2#p`!W|qx)#h<T5Oo`*{qZ6KlC-!
zg!P(*i!@UokK^(+m3euj8N@}xL(YVVmfE&bN3-MgO;(Q#Zbh6=+Yuxj$#)lhm6Ka)
z`$p3R$t8@CR+aR>Q`@pTK90k;HeXLV$CEwjFd+_l?&jjND*54)hliRt-`IBDWjd86
z#Qewe!DT;dOqi%2<YD&YA(-~7MOsDWuCIKqw`utHX+}F~dhcHMVZf7;&$*$eEGP7{
zuU+pr|Aa&3o|KE^Xe&yd&#Tf69qIXWI>Glolnwix^D)pXSRWJeC1MrDMY?9(I^3IK
zl=IXr?Cj$sLJvG|%b>u%I@(ZkaT+s;r9(~TE1FmHd>4qVpHCmL=$SZt{CJ;Uty^Q(
z^Ybwsh}K!ouzE4{lVh?42M>DVAK|w}>~h`Sgu6!iQ*%GgOkhZ#Kbre_YX3`fKRUXA
zh3%0KA`ScsOk255f7}4v8^JGPgeye&FdKbuR=IR>+8`yA=x<25p8ZiW_HNIXewbNj
zb$@C&eB)tg#<s4Zbn_!J-8^Dz{H-Zv;0i8T+jnJIb9d9Cil4anrX*IJDM@g_&!&y4
zFtWSGj0&y^FoqS(j~w{AtWCdO*F|`NT|8mHCd0J2XwPFKx%zkMvGyZT*?cQZU_c)-
z|B$fnhWlnP_kVVIY>c<si&zjKStFKoE^t;}{(R2%*ptZFD4sF-)OVRUs_oXhZ_Fa2
z@cl=nRW(?Rr=zjBzsH*$=sVXb{+ng=ONMQ=rrB9N`~U*C&u`4IpcR#`UmG*gEj|30
zB{o9aHwa31KrT~CeZ50G{f-E1Keawv>$J04XX27iiuuxS68tG1#eCk<=d<>u`-sKJ
z2JyIh;eM+3<!D7}Gfd-cFnpUsl%ePFPnsI=+}@dDX+x$W2WzYSlqAxEvcz87eI?>X
zD4sD6-)dPfJQNATSe~p}IA&m=>rn2Yl34lfyxh6FzreljWM$GOt%FkzZaX+-ACqrB
zR(+JH-RmM$!=XW>WIO5gQPv+dG>JcIXy&-&(*IGfxI(IQ8-AIuukcs8X7_F9xSb6q
z!%N&1sSG$j#JHxu+2(uHnO}6AdRQkZeQy#KLl`PWicp=}Sv8fTp<JkVTX)TJkBs^b
z^@o_n?gvxY{qn@i(c?Ysmqc<CK4?BiDwav`(hJBq{i?+!xZZ%|&2!R=5ac+i6^W`!
zzRR46#Hm+@82L~J2F(kY<AEbN^TJPKuk<*HzQLr=w;<XvbWpaQ@`00GD73SA>&dqM
zXv|scd3~+wi#2is4~@F_jFY~qx{a_<S#T~EM*eig;8+!xn(OP3A<Ut+*?rQC{4R6q
zL=WriPU9s8Ac2}yC6W$mIN;*R!D*CVi1OCLqC&<z1Fx6Dl<r-11}dwDmj_j7MWtQq
zRoQ#*<s=+_4OdknBD`|hh#pp=(!<;GH&!TbsksnUfx5l+?DNuUBL|E7I@NdX#bb|e
zW0179a7yeOu>8*r`M+^+^?Ze`Nk$Zl+MSOL7)_(c?g=T<S<GZ%CyF{OUU+-W+@?s>
z5zgf@75Z2U-2<9;V4CE@EP2yerM(H2g$qH=QWX%k=_nJuctw%vEB|mLpEbw#D3`U=
zQNcE*^&2xzsWT;LY;1|kPGz^^E^6_}G?y;7VkD$H5~l&pde!Gx&k~qt8xoERbm}Iu
zR?-W?l(n-GRzu^Y*Sb?ac!;#@jAX+&LJ0J{7LK$gv+|V`kMJ)<G0R+94R<uu&P<9)
zJz>3NMVc2@Gfk2jUG)i{u@$=RMgd~|+o=(61@d_<D};m>4&uz@qFcvmYro5!@UaVO
zn7h#qysN|Ag+(Es_sZE#bnla4#iC1g3rKejOu5LylRXPOqjr5LA6pUAxVw@(J(f`%
zT*DTJ4G*dAA3$2MP8mx+AqO|hmn6`Qxn*Fu?EZ<~tYshg@$^@rUmPADOfOR_k_?P&
zEz0Czp6XfKHf3p`n<;l_3W@yW!gSXd3!^u^;+O1cYe)^m68!_qFCncSf!f=a$p;{I
zaoPn9<ihk#0z+y1bHPgE)lB!z+`yLFFEuLyoy{bIG}Z4i!bPiOEK`Ll?osFgh$4}2
z!rHD{PX2w1z+(lYJ?f84oN@PpEt=nRW_Z@jufkPz42#QU4+)~UWkm%X|FrJBTd2{d
z+c8etmuE$^G~0Rjd2h|#Jrp#BJea`g-=>5`M>aUo6sryNUf(@VIguG!oFpwCZr(&>
z4|zo57&`d+0u5|_KmKQ5({`UYyIgs16(LQ|IVLA&|HGRb6bu?kwO?=3pPpYv{c1lo
zK-kY8Ia!r~XL?5Sk_iiZ4}Pp5adG^SUJFZ+zJ>>LnY{U-?C^0So3jUk`xocl{&2-`
zH>dTf+=<2l_qG#?$15|o==mFLF}(4lu~B##DBLU3-=_;{R{zSY*rb+CS-z|d`%0=0
z<X?o0BicqE6Sr({)re&yyh{N-A6*6*pV>qDJGg^3m+s>vlAfu(RQ<2Uii$pa3AX9M
zI(eq<CB>Lj#;N=t&&gyA&V`AgQ`_yNx5X^%ewo!0(!?9<*JcJT<BP9tWz=hPAIKGc
z*w%ey_g+#UDQT#m(@qktcEyiFx42uePdV3hmqPzA!fk#3JkBra%sj$;_V_dTL-+X)
znbIPX5Dd|5ys&@Ps7*MRnnYnK0gv7vdC+GNMEkO?8R278_E+$ft;@C6gwYKLEqzZ{
z#tEVvCu*~nS2ACkZp5eLb&AUOf;2RNvSvf7$Luq;&VE>Ffy1JhHjeRSE7OY?Hs6w1
zQ09+zgT!i$QJxc??cvO2Om%V)C_6ddp3VsyUw7im*-zoLiJhbY^Jo68b1pggIM#NE
zC@D>i^W4{$A$bw7__Qja4bzeF3)CqDVM{~uo;W{+GT^3wVT$$s-mZn?fhzck;pDc`
zHr-y0bu~;OF7;k)#zyS1<oxl4U!F?px-$}D-sqaS%MY=b8SNS8+N8MbEagmr`Yq-H
zj!BA9HCjpHznC{9DsVV(z5h#v_S;)A+bIj7#Nz&lOSUPlUwO0Oa;AV+P+K^2Ojn|H
z<Fq=OZXpHDMFD4P7F$sF{O;2uM>n6R<EQN2cakk`l5Frczn5w#vDZAF3n5ylY@89g
z4V!atTGEsb>kYyaT%M9J5eAkRY<ERA@OKS}Bc8o{_eSGorsw{d27&=m#|>pu5K~j`
z_e`y`pZb}o=Bt?`d~WwVj(x{qFE^92D_wGd5hvUyw6L-)PH1->d3irge~U<IncFr6
z{G2Q$Pd6^XPlx%Fr<E2|1HOxJ$f`iJ*=`;NRR&ciI`ooaXvHyvF}Eo*w#^?9y_RXr
z^oqny5x(WClZ8yg=5@1>T}WHPy7`s5(JN!cJ8HmSt(lFloJv#-->!69usVNp<m{Gt
zLZw!hX~M6ZLhre8`Q{BCH_xN1qQ9ALk~qs7`*;7+@QP@<A>Wo<!W)LmnT${LZ&PFE
zUZ`16e^=N)4njQSZ+x?);jO><W_R8_>s>bhcNbOJR)+MB0vWq+WUWRL))-Q{9ALa5
zI}G)K^q?8Sb)YK2-!4`;!gK-;=1PmKw<F}dHn7~@fv2_+J~=O)%M2%W00w^g4G}+n
zOwFdPK+RodwZsR!v{V(}nNzHas-CK|nxnUo=(6$aqGhHlu_WtVxGBEYVU(IvmAaDS
zksm*bRz4x#G#xrbnNtx#dHUvKyt&jK4PvzE6;KJ;beA*dBSy>~>)o0^uHn$v^(sjI
z=|GX)hHReHxkK_ud6Dp0wC|z!wFcVmQ+petJCn-a`Q-5etAhP|(YN~^T`)NjB)8@G
zp!}FntEf1YF^#5T*}u`@p#9-8#p3Jfcd-t_#6(?u;*w-3a$f))Y&*C|w;~j;3Dy<g
z^)2)HL4Mrc_-TnJcFgY_qjolq>9)43y(vzXo~PZulB>Tk7^!{NokapC&O9N&_)K9e
zWUzdwxbj`b=Xsw-mGo;&OdnlKdWY3fPXwva1h<<5@<$sPFx;_5MB5_}60n^MNrOD8
z7WpYw#~40BI!BRA&YX!>pi+y#gZ|lX%V-q*x*xj+o=#{`G$FLd+;JIfBg!LoJGsNH
zKDg%Y>Ywze0o#-hLP!ZyP`^Xs&LnP3fN({~AOmiuwk;A`O(IgCA&sCg5*Y-VSZ4IQ
zObR(wM}``$M=dIoIp<_C9>#4}H>=YP|2U{aCAJv9P5*>-W~>fx=I|ru>E%)u8_2f5
zeH*8ji><uFJD7S^>(vKO+iUjRkRjvF&$lGF3GqQ$iVw3_!M!EqoX=~^Mr%houf@Nb
ztS6_3*kt8{3@lzohZ{oVT=yq)Twqs02W5l%5XGz|Jv7xceo9>1H)q{&;}WVqSN+bV
zn=O5p$Tyd2&GK43q-q+12$*p)-VG<Cm`&a?2H%vjx_M9mI?ud7nNaS#G^)j^Wp#Di
z`-;K4XDmO7WYPzA_Ku`~Zv2Vqwrz2SVH*c0e7ikSK)m`U58+B)`wCrJk>H(?^VUHp
zBn51#uy4G|n9mB(<moD=Q&JkUPe;h6r$AXix!0|TOUU4>T{7P61{LU`Hyk-letxoy
zSJ>SwO;0&)=lHW2&s2*ixx9mCgX(E{9;61<5L*83AU(zJGM6XY5_=p|corv(&P1m-
zw44pv*%HK1k+ScV|4eUCiJVg+H9t^!K7MR=|Leh|#v@*@(w?P|7pRvG@p`u{ft=VN
z15GYvc8h1DWo=xX?;59BC(B+lo=tNJq(h4bZ`!3P<XqBxbWyu)bu0gC>Z0bMu(i9q
z><{lzOY#s^mEGJ)-T~_4pzJQFDBk2Dz8vcH+S2Gvi-=*H{Lq<BWIsleFvDwCR@54p
zKDU=O#=cdbPSn5A;Z0=#aT4SS&+f-aT(&9wbTX>^Cu+QbOXSSM_AOU54$5Z3)UAUA
zk(%-^P!S-8h`2$G*!()Q%QA#I9tsxBt}_5i559`rzz!P}VKZ%@8<(^lku1|9jRt+q
zWGIn3UNhiIr!tJXm@+!(73p*q<-z4GZ%}nZFUy^N;Te*)^p&!D?hUE8mNnNo!u?I!
zX1-IVi-&ZEx^J6D8yT9_bM<0C?pE#JZhbYsJm?v!>$*5%epH{(cK^u9m7gA$H6bPY
zdSebh<!Ib~=GkUg#mI<@nSO_nLaEzs?s<174<m>5Wz8w)>Gq)HRWA@nU`)++(+HR)
zR2^}SvS|8lf{UqjQPi0D(Gs5$v4nB4pzYWthm)OmZH(L)NY+@bG|#j4#<n=nL9dsu
zmWehOt`qmIWh@;{Mdf5MGQJ@Z%k`%G(M0>ik0#nb>v75Dc>W=hXk`}U$R)gi!1rDk
zClSA$h(*qlUtHd@OI5Crexco_Xl19>nyVw~cWKjg+=^p8^$0Gg_x=weWMarvdcU^`
zH@)UGJ+JQY_BK*d?_q?!brd-2{+g==O+t3IM3p}1p%;7}EMt3sy;z1BDby~YEa)EA
znY&gx0DT;rEcY%0tGX3gwGDp=Rh5Q~(q}l%_e?CT%6lt(PV!o)OcCpX)Isot*yxn8
z!T;b`^2y2N{~&|nUpn<N-u{+A;rCs}JG$?N_Gi{9jz|}G1F<suF^!z(8iPJqLYF|u
z+9dx7J2Jzol`sc2=8v{46X?Ev@|E&ri<$pbFbx8~)s=DuRV9Lb8-z&flG@x{*Kv0}
zqLzT*pW)8uY|r59f%=+SAkb@l`go@5{h8_scbBce!~m0Vd@|KgUr@SXU0*;j!Z#SD
zn$Fu8u|pb7hFGk1CVLYf$>s>vyFSHgy}r-3mrMjI<|{nq=ixDs@`-h}>$KbEs8U1i
zghq8Q^n1EImm;PpJ?j!n30=yk1=vORWNGqK9&;r+^)3!J9@Bm;WDKk{FFo?y!nykO
zv#&9aP6cyD465>3$>vwybzsH(qnQ%{?xL(cnmV`6e&az($tE`tlN_rD9~|i|5dq?n
z&5qscEl%rV8FjIx_Q*^FL=bQ?Nx&%bI$XCi1<}vTsU3Vk$I`#cJOh3=i#Tnn6%a^b
zi8)BW&E`{UZM{KjGe5<DmZ;749Bd1kp|bNf@yJff15K}aF&l<<2VeDM?7JCwukXwc
zbLy{^`QNH`naH109dDm6^mUhbfiQoK9ufB<Vz*@GYc5`-1TG~|Vk>uV{0F6ga=(=V
z>Of_L9YpeBaQ$`PML_;%5b69k=E+e0cVCloR20P(Aj8K_BZJVdZxiiiT^ZxzLYae;
zH1)@iDT0_nm)VY&8>B7i3+ITf@_jOTLZp@;cC241#D&tYv41tOAxO{PrQfiYtI<Uk
z^m@O@74%+q^D5iQ{CpXizU0ZPEow6}&Vg@+@t7%S&r#@Tm_Sw2s4r75YwyUqSQue<
z@AEVJoTH{jiMQ8ly?QHdEG-e@TLZmN(-`5+p)Xx*lSDFg<W-)^!0`C7k6&WfE&a7?
zdQ}aC+8NF=F%E`KpNU;BZA$ST8jdHK&tG<)^}-kZZFH^iM|5pu<bPlglku_jku#cU
z7Ba#eF4tLdEG{mj^(Adt3YL#7L7b6XcWJaTI{|S-97HW-kmR8BN^nC6{_!^Dqpi3b
z_(i(CV<vWa*pg3t+D9=n5W3%QmF_d$YHl1m6#2nag*QMRR?<Un-BXF-M9x;80a-Se
z^K#SdZf6*-O1-hN?vi3N#VD($HF!2J;e>T`Y2jufc|<j$ikBtI$OMPsHvFz0sPT3>
zE!iLp;qGeKhN*?`sU0oZW8Gc0Gsr7Gs{|hbm#KSue?q{Tfi5QN1^#*XyIHzPpK4F>
zsW<7dJy}1e@oO2Uk+)t|eRbxhPTe9puIZ*uvWSR0>%gW(&a>loXX9@*SaGiD&P8&M
z@y>C1x8<{zzfb&_o)kEslm1Nm^W>afw|OPdyJDYAA7Tr36K63xQ=pP>QFnKAPm)v}
zN~75qoe8IdX9t=P&OXX;$n3gr@CnC@2`R;J!B=!?%YAi)vG4Q-ajlSZzgXJ=FGq-!
z5HsCh7v4W^Nxf5B>+sS~>XzoUKz}8Yux&p68f^<d-<x&klC$m@LB3d^X+YkHI2L#J
zS*+dq!bmZFz_dB*yNpT)9lSta7)vwof_2;Y?#*FA21;&m!YC`S1aFz`tZ;T${6tD{
zH;y~hea&8dCp7NZ$yYBPiMc=Q8{RW@h($+m85F@(?rwUkR9P|nR(D2KVY0(Hccu8q
z@q^EJ<4ZXm#xL)yTtdWfXhRwG0ZuFDHf^2|bm0useCo#Bx?@!eT~#IuZrNufQ@_i^
zj?A%<dZ6P-dx+1-Hf6&Ybfqxwt*0Uv@0U!NRo|mWl;O8TIZLCZ@gbSgfrgV}-}T!Q
zhm5k24RELHesb_<m)peYs5w8zFAlmYH0IqLk&wBSo@ZQyuMOz$9Wf7vZuRh19u+&w
z$S~mzBdOb#W$5qDLf~#Px3@h{Pwan-D?r83?0}th_I!Ir{e|0(Fm&THdAN!<z?mR=
z%Si0nV*K1$i&=Ryb?hrx2?mxi-~c@P%J5<NOUXEnhqiY_;%>f@GKhwb3XB3Tn~LY}
zk%dAZ>ni1;D)T)Hd}7C@Mbu10iFlIhA>H>e6UqGftAFw@VoYs;jDx8;*do4F%iC4u
z{Flmd!LtKiA~;q32uZbHhjd(sd2tY_2c!=thKyenM!gY6wfXh052p|IyDZ8TCr$9F
z;pTn^$r$_E&S8|-MB{ZJ!8nx(ADI4J9-$+2YI|l0nfKf*KW>SS%c7ze4z<NEqzUs?
zBIK_&gD>$D6bf;`&9+e($}efFqw}(sd**v?D$J#t9jMe<a!E08msSkxgWsXxzCJG{
zr4^in@$Iu&VG|Ql>4Pa{o{FvH0!=02+&+cwn;NUY^XSz!8f2WgOO?8D?zZ%A=ZBH2
z#P%0dw#aUqvSlPz#!-;l^D(*3V2YhrRMuOrp|uMRIlq0Hp37OdU)rDl#+yJtkMH4S
zIWsaM=R!sg#%3w%GW^RuePDb+#<3E&Hp@7|UWJzn_Hvm?X^353mfi3nxe0ofArIFS
zbY*Ke>)Lmjr7ko=OrTDqk)5m8=?;^4PTv~RH&WZdan{FrNynu$aO&d?a2QK^PR1KI
z5XTQI{4O(RNViCE?6Lc+mkq~4?Q|AUw!14~&u5Vs?g~ayDR^2L6Lb{0c!da=&tNP3
zDFDHo`L6^ZeBs(Ptwos0PtAr1lhsRMcbneLq`AA>3-sjI*u*>5rX0?gd(JkzLaBV9
zg$_`7KQ>C#?p)GTbt~F>p=ujf>F`AhO?NBbOkA1Mp)|;nmkhO!2TB<o{eq%w9Aqo6
z0@GTVS!NS#dt^+U0d}-JM&6i9B4i?uZ@Wp1(4UY`0%kTuuH5EMJ{iXi?lSh40})6O
z&F*8=)QKK>kdkDx!=R;&AnLd0;NS9A?~6x3p=zl^Le6_Ja|{uxO|L6rUV~Ta`sa{@
z#1Al`wvT%cEb;DA7Jo7RD8_`Nc6SMT`G>IX0?u>*(@-OHOo;#1v1F9xM?k0h*C5Q^
zNAe^^+FVwXFs`-xyG*=yXDYnS(r5*!H1=a^De<io*`N1G$mWAZ&=o5rWA*);IH=WS
zBbDEt$Qh&bi|t5m0za-cbfy$O=aRq6d`yOy%Uk5B7BNNcgpbU(aHz#ui%02grZ+fP
zTP+K<a?evQibj`GbH>~vK7se7tO$KTnTxbG;4!TftbpxAw0IEBoH&TZ*NwqJay|h|
za50#!y@f5^wE_;?&y>h39<@HgNEZk6Wk_HS5xWICS<$}Bj2H^3KqC>cvOkWZQi!l)
zq`n0MC;Z)@ONS}OEKHNf=A4>b<HOQT+8CA8-=$peNS>(2H@gdEC6+HpQdSN$Ppb{x
z=ujDGv2YFV0*m-=(YhtPcFNCCCs^~M8)HRIem^bV{P7p}b(OEiQeBMP4?riHC!TuP
z%|R8gOj{>0f_&J(8X1)KqovX-NUlRGN357cM{!^s2SiC!6rp~N)50n>{4aloSMbz9
zN}HnqyS{kTO5bbu#?5!ko}1LWxtqH8Iq#sa7=xJG&~dE{Q;C^X!`I+OQ);w<cFfmc
zH7OZKA+^8Al2<)`t3Iz^$tTU~uB&!B@eafxZ-e=_h+iZPJjN0m`%tbev#SPD&d373
zsyM?ZVGB1=AbNlkT2sJ((UahbhhAff1Z>MTS(HGyhKwH10K&X67btgG<cxE|I{rrP
zrjszsLI=iF)V-rXiuu8xeUU{ZJ5S3}|2EUSq!3B(yW@!9(v(<eCRGBStHp$=kQQiU
z1869p%Hn$Y0*|~XXhqP~=UKu|8T@~7GgC47upE+D!y0HK_a=mkf(}mk+c$#cShQLO
zcHarj)C1%}yzrj`bG1K^L2`$M>X1AXkPW{4gY}5uiwx<X8{-=Nw?m9*Al${Yr>R0V
zytWffsrH?&)k<V`?((dv3y0g5URHZZPpIl3k&2<GSPdg-J@C>LK`Lo<bstAe)^!P0
zU-ng-Qa1mUZ>&V#*G9OP>jJ&fBCfVk?pV*SOm4J!{dlyQY>}Mucxs>gf$(+@&IF$7
z^K|dSuFZFAkFHp1`9+VF7S^Lme~WORXH7vW&hv5D!iOZ(JHs@#jn!Qxx$%{N>X5VX
zV$I1~@Z6vx*g?#ghB+!e(`8VUZ@pR?XkgY=9OqfZbuKHB_OepXpS}kozH%GfO56{g
zh?eJ<K+xohYsu7WPiklc^y^_I_3?!%2$3X@8nC6hf{Xf-rMqtQ%Cwesx)v9KPNz^h
zE*h)lm{LF~X;(oAi#&du{}Qp|bMiSi^(n=m8}w_RDI%QhqWD>l&gZ_VT_6eSIoPSs
z651nINTZf0Xn-4wCOPt*@`*==&k5+XzPs=6{Bn*At0%=1_+geY9y26Y3n(MK(wwjV
z?>|{jD`&{$0t3!Y&prW4;QAz>=|>Q|ukN7~Ti(dvnamd-qhP}Q40+7h<%%2hvs0pj
zPJPLjbBEe{7W=)=E?2-I4LH2Q`41$<o?3-}53@P945*_zglrNZ5kCKcMEX(c4v0pD
zxd?Dhr#b%$Wb(RkLVK4hlu=6qkWe>PO};Uz&yy({#ajRQ(ceHr4pWeCRYN*b|3Y0m
za>{l$1##AQ6V0T_#0|b`0@Hy;f%<lST>)uEU)o@CRjK}kXK@Y9`?<Qa&8hbbC0Lt0
z)AHu8RZ(}ZXNG^s#JZ~uU)>cm#=TFXQ-y0%WBE7lgI`4Ed4bmwmT1YbFt4RW{d2ch
zb1VmZZwOo{6~5~v9;kAi!LGOyy%w6xo3;|G@u*+#8M$N`n#lR2e%Z)N6foVU81-*4
z^t2cp?uFR__?b`6^qdmD3G_}^m4F$Pj<<(FEke+7yFzjhAu(}M^XH0#v@u`p0VL@?
zG9sXslDJe~(0MP4TUjXn#CI9NB`SF-sP`p^!zr-I+9Z$uv_{X5CDvn=Iq;H#36Ntq
z#z40QsDstar`mz$s~B5mhYC+iqy3;Ya=_4;A4^nW@{{dbetQDcG7Kk2P8CUG{2W^<
zsHH9_fqu20A<T%Fjq3JmgFma5VOCgu?8s8a_|18K8E*)mf_}Wn==T@-Ouh*65BJkb
zBzLgtoD$5Mb{crDztvy5*mTlt6tjQGxBW&E!Vqq7nF4SK<53Qjv|LrB7m}t+NvZEZ
zA*Pjeek(rIF-{PlUd9G1$!k!)DI4_^F8`S;fUyjwgZ(5->qeN33OVE(tM_`Mfr7L<
ziQ=aE=Tq1G4mp?t^gjpN-;Rv@^^v3cHnT<iJc%*LMv{C}9wuK0nqRCD0pYToF|gj{
z$<?lm5w8FELmWmUe2O3mqT2Ox25njaqDuI^U<+?;J^<0}hQQ?H=#*r~5mRl;v==K~
zM9t~uw4<S2N8DC_alM>DD@#G&d2Y#axl+(M9CN_@GBi`X4S}Z1MFVC0>d~nZBX!_{
zBf_g&x-J~%z{Ci$>5SY%#lMyZU<d@2La=Wx)9Lx7`rzT7>p_~fUgw^LJMOsc8Z%_)
zQkYejH=*#&pyipm*8!b@xcVccNZ-vb`_6spSW`IU8s!p}M2y8NVY9EiM9uiAhTCdR
zL*i4>+ty=7Pbv=vYG}L+Wq(C#nu?D&9|~(CVe%6>h<GgxJli=>DeYGHKFk4VJbD5r
zJ^7W?vtT>Wjii+&T|}CLw0<QBqNJ2EQg?M00K{CIE}nJ|$(2q99(R%R@IvhX)B!nV
z%NQA={EEDNTqONz4-hXCtj8k;8z6mcGpmq3FsBNmmJH#>++bUgd%?Q=_de%Let&X!
z<v;rVJRmmU95d|B<d81DgS@apdi4py{zT2e;_dLGGgq+qSwD>2gZv_FP8$S|Nbj{x
zMH7UNq?*!p?5e74J2U6x1z6@S7bwPcvnf_)ERkQvS^J{c*YN3qlXvcB!7O*qwDHCG
zMZTIL&`^1go5(i&%Z4f%yM7~MUe_2taeN~y5>LlZW1HTIkjGCf061j$=~9NfD8F*^
zyxx45d30hHjfl$e1m=0NSeq*nX!JSpC@A>oiREE)x+*!dSFRASTVMYwTR@pJT?q(c
z1xTbfwTFUS6JHGN<2Dr>8h3q8NH4vMUJ|OA(eJd#kI3%EssbQ`^~F*({Sa2dWqEOG
zL{*gIrB%qTrUbwm4@~Yw1i)G)K@j~rObUL-%A{zM1JU-JOGlR$U^;(?G$R48H5@53
z1BlIC`Dcg`Py%ZbCmEAC+4E<d{-5In&(FeUf{H)<uk1j5at9=!3c^3$0f_DYL#lus
z{F_ws?|r@%ljr1^iq|Ut&RFE}pC|dMb3#`9=_yjK>i6$|4jc&!(B$FgOG^9SF97Ge
zA>~_QcfxLx_;&KbN-X<t81ueBeek(pc6Q4~p&M61m?2EuQ^V7A|9I|+q5kleCpw!(
z(6XD#{=>|21N{=$6Bo7|xb);s0H=$_;L=PUpL={Q*5YpPA@9ts-(?;T5F|g*iscuS
z4x=lNhSrB~=zsD?3u(4|s_9iBa0`s~KX4)xm4+(AG+myVK>X<8*eVz?LZf|tXQZC1
zwys~A2`n&t)R|mJ+Zd|lG6>SPX{{Ap=)dhwOlfCvIjj!^>4L>@(DAo$O+AVTmU<Q=
zrFoFma2UoSoEc|-MDke3S&CRy6A(UV4w1^&;7w&0Qbs|?emTMt9nVZ0BA{D&<GX;Y
zcW{KH8bq`<22;T)Fh!4GjkP57oniWrI=Xe@k4K1;kI;p8eH~d{a4CHND-ORO=S{wf
zbQaXC&J7kH`LS`5@a|J5Xn>4IqsdU9<)2E;!;~f@z@rr_Tu^);3k@~KR0s-4c@b>+
z5WMd6AOq}F4)Ov2+qtmc&$Z-Z9d?r>+DHE`vrfH#j;YXtGXR*}3IF~6F1%og@L!(6
zr=E2IUkN6?zXJfX@`4W-GmcG2N0}SB@W5vG$moC+@$jKRh=F|xy&MtKO&%<hX#1)P
zHRI6vSx}{{UWw|)Q>;$(38+~^m+n^#j{A<34lz_ir0gN{e%eAoyjQ-buW!Qffa+_n
z+K2LNJ0dFX^rQ~CpLQHUtYbiD<-QQQeV5sWLmz{B3}Bi{FSp^vGhj17&ciFgJU&91
zhxAN=>=gi+z@5}z^b7b?$e6JyM2P0Ol@Zm2DmhuWM1D)MLnIOv|Kfg&h2m{?L#wE{
z3OqX@LrDABXa*sFOFZ@1g$NaQmWFTLxo^vYtEGj>(km>R{?D32gS17rmp|5vdX@eL
z?fouu^(fkbo@w8ld+?@KuO((x0RXqvO5DW}deja012nJx1)3Cex3b=Mndf2Hp(r4f
z&*IW_e{^gAxDimvHZXC1kO|O$0YKS^fJXg5Z|%7z5|=}n#GNeA<PY2(LGn+xBjTk<
zrvgwCF;R>AU1pwGdJlXh_edCSjDqcp0%}u)vzI`g_vDsNk3IHKVDU{^^$YzN*EMi4
z<A1DV)9%x<<p!D=3jV*3xyK)S7<zE!2c-O{R@3n|bR9pkf|TORNX4ZzTj>^suxx!r
z_zMQb`Uow{^p>z>Ya8u^ZRL2xS2S%0X%UlOKsh(zeSeMHGe$n%pEyVO_675%FA}Nt
z_PJ{B#fLnddm^`(rc1$k<aQ*^Q&kxldXBjSkW~S(y)T8)U>x+we3!YoPWl)Q^91R%
z0iJ6gl|k|rVWm(gYC?hvK13h}&j|RDY!R^<Lv*~FC6t24rT|GKN##t@ca9X42F{~1
zta=7^I|e(ZOTb9rIod!OU;{p?fZ7${o{Ep0iY;M|+X3)_dO`z@;qq4wr1Sr7Ke$kX
z?Gk-og({L0ewyz_dd@e#7L)6r8L}U%OcxE^AId_szk-3Lp@Qklh?)Pf-B0awxkE{0
z<S=K`%8@Ck(ktQCV!qv-1>&s|{NTDz#0pi1VP76`RMI=KdTJlze;?HT>sXx9gc=H`
z@af!5vF>p~+1$O+j;Y7K%ba`28w@i)ym#Ixm63HHIx9mX5%P(Oq%wqDJ*s5=RWVcL
zaH`MNw<m}l{Lkr1IP|BGw;DP%$1kXKBEnO=`fbaQ+;_#`+y9|IbO(ql%MN$lO&+B~
z7Tn^GEPf8_gTHh^`yaZ)i6y=CyA)di$yx#R{^)v_f#*P}AK`K&0mH20390S?d=^PZ
zgYoDspA8It4&)Br>*s@(0NeM+BZa;cQ01oBUL3ZQZsSj>`UT6ye+YBA0R%4Fz=VXo
zO8O$Zjg4}ku0Y`2$EztJ`$MoLdgGuXUK~gG)Jg4PvZL*3A89fa@Z%w^Uf7J?0I=oG
z_kY<;jVtXEt4keL^oJ9fCPE*0Kja)vysGGrH`TKGV}297le?k8<@N6#sKC-(anfl>
z2Z*c=qksRz>p>*Ul|CT#gyB)VBMS{7i+l4)qw{~?Ce9ZB_fWNmG>Faq*frAd9%OjM
z07Rhm#t*_lPyTUG{9kX;@UeiL&#sSZjqxWrF|XlgCn3`nU8Z^ZnM62~4`7v9A%nO8
zrpSJTXZn%h+Rw>$CAw&&#ChDR-Rkomj)3ggvWZyt+a{5ohs%&}K0lBmsw?zLqmyb$
z!^dG4UkH<!jiQTI0pNbeNo=7P>m(>BfYT>4qMGzM$(DUBV!Dtg(ec#I&6>4|wp4H+
zT2;S*F&;X~a5B}OCIM#sE^{1`qO<%o+U~YQ&k7M2CYTQ7y>LnR-2R5#_$OF6<^44<
z)G3KL;VDkN5q8`44<knhiGK=2u^lf`C5e6+KMhh)QL-AT(1OSh7$$1;v8r20kIL^T
zSN>ms&__t#&)66Is4*SGB~!4yQGdf^{{QzuaEAmiCgX>VNyEPxoVyNeD60)({Xn&K
zDQ;ltB!D%31Mu3Xo^^V8Z{O`=4St&>S9Z)LO_lxSI?n5MRK(e&RO+OA4mxW_ahKoJ
z{dUVRRA$jgRalC&`xvf&z7TAMFEka1ozB2C`%=6)^bEDM_*fU0ar=0z&fT$1sd1dv
zwX=z6W5G?-f22EbdL0GBCmKApHS#N6HTLA~(f;0w_~xK>*pjI6bH6LYxJhMLXD7}H
z0LKtZv=%Z6{G<mylX~!w4HgUb7HCuQ0N55kw5i3UHjR>=DgZwd2MtB;A+hzc(y71~
zH6+n;;EL7K$H=5Iclx2sk$2!qlK|^7hjC+D;qyoYeG&t-1u7h$NSIXNag!>XKISJ6
zo)KjDD7GDoIg1~~frWMiR=t81kP_D@lJiXSBtMoMJIGE5zENXB%4L0KjFFa`b$Y^*
z2zr0SW6(&l8J#7x;!_HgHTeiQwi10!7pA<gZ$|7n2UI*h1>!rrtVlJFN!K!!@nst}
zXY2@g8}niSrOVwGA}S@X-3o6ogfX4nT|VUNBpa9dAzm&G4CgFmQNuu*d!n_e^sR5i
zS<J$PdV3R_b@F3`YUy&0WH*CL7b(9|y#7HUzydD<<3^+sgHJFY_>#f6=?R8b?WC#G
z|74lTBf|vXI^=U7<L9#*DA@p807bE~p@1`fO3E;p%BQ!<-c6#*Q0dlHN%aa}M<mBY
z=wnU?`P+y-{#g-c36rc<CeYomHstNA)CqH2i89eW?}RetVOrnKG%Da~qgA~}D{~-}
zuLAjOv$B>68Tr`H5|>-<CM#RSeFKhR<u1WTI9Qx|J?a@-)V=xj8KuqDRj&e4BZp}U
zp9P{zPWx^$B~_ShSc4TE)Z^b`b1VmYe+C?oJZvB9^BAjozz@3$dc=`|-b3;h(n?vA
zCR_5P$wsQ3LqQ?9UTiLs6+gR&l#?(MGoS)6)adnLKMb{GFx1F@MRY(LW*=~3S@_Z$
zWOzGBr9+a9zuSsG0N4Y9a04<j0hzLt4t(Ebcw`%ZS{KGHfq_V}rA*p~7L)cNzW-+e
z1}1*TTlBw5$tzVPa#(5m)+~in;8bYTpQQR&`Y*QeCx^Y^cUFhPyamNJ>Pt?uCWoU9
zlT$slbG&8qcsPd$9G~`7hc~Ymv#XCYC<+;9Y;Ml>I8zpO(X01KZnE8NT5UWqno)U9
zYftOy^5;8l280hf$BCP=1>L!98Q;U#aydl}zf`v+*m=qi%4L5xZQ07bG`grJ*!5?(
zy!gX;M>^d&dkmS)#O~UTroB)3o%)HnB_ZJtAxxafbgmlub+%*$jjiqx%9ljI#Yne$
zGgum9qx5{D`kg~T8%wavDnxR6G(lh)&|CfVG`+JCvpNiavBQ=?x}zINg^LK^8LSO~
zxCC2i3g*G&r3!?^J)rDcaRrP~xNAJ<MTVyUju6Qfz|j_xa8oq`fEO(AWKQZ~3krG#
z$v@V{7DKMbmrE>>4A2r$3gweM&lspe9|@(som_j;i21QJPI#y31Slnz=m3Cv9ZqP&
zt7l`k>p^M7M@?Q7;ME}ol+j6xrV=na6<e9Q7%6wb%z(GPfX0{n*!g9I@APBmq&8K7
zxfBA*9Z5f4{@42kCH{ANp$l&tfDYeI5@`~!ZKSq!u69yzJ9p|+(03#*on=Q7tJ{5-
z`8f^DI(*cB<Hp%DL8S8)Th((pHzQUEj)k>``W@eMtfe$7nyS|OxJIr+`_zrEZH5c$
zGV=^v7+v+(o@<cP>zZOJ^w75nqfb{Ap+}!|t-YS0U?}}!C5N>QxFbNXXX$=*%G3GL
zP}#ENg0H!&ZJ^I(-F4sczDD70RUTEMzWq|_yMz6!=v{1Oz5~^;0V%<L_VP--v&`gX
zS@eMj_2zn?BvvTm8W9R8_K`pUv0^Jps5^<`i%hxAalBi=r4GojYzQ>J+!`Q{79o?c
zx*GV7R)SAFaQl_xlT3(7F48#vJh;yetEu)3l=ESXVKpy(cecf{CKzZiV0pRwVS#o4
z1BE1=AKxC~4b({VQ5~Uwt1)YdXM0Z9iR5+ltKKIW_kX07oPYVEaNoZ0ufisti-q`t
zR=Y1xJwHt+L1A~@#Od1RHVLL)@5)i?uHST)|Izored7VM=0d_d3X(52!<Nd9d+rYt
zUfPFi!)hmw;hT}MuWjvnRxL2^J_NlgzzY_8elhC|Qa9y;jof*T{`VBvi{$TZV~S_~
zc5+a7|34+E|FyjE&yD|2OP|kX<J+arDk>m3=49mB#w_P!BG3Stwi)EM6TX{)Nx|{9
ze5b+DHj%x6Bw7WcQT#AVNBH-N-ZP$gFB^Tg&L^p18O3NM9GhjsU86hMea+chtr2oV
zvl7q6l1SN-IAnC|1IWf-H^!U#MniVt>G!d{s}3O@!C{OG-R`p<RxlV(Oi=HXkm$aI
zSD$&Ojb8?titIA=>YA#f$Idr6h>%{@{ply~S(J&V&BL`t2f&~Y!L;?ryFG{dCm2oS
z7I3R|QgO4-L|rX?zc9M0fwmz`bYto`oavxor?rmsDRFLp?^a`N`^&X%dqAleeh7D9
z4XY9;>}5_5j(l+|Jw`EWi&=-hdJxuHckJA4?;fg(^^_}rlT`k<DdvCqO*W6SD8WWz
zi<ODvc|vhjvLXTXBZ0Pv#C^1fRAhg|VW1v8FTL-6M1-`xh$v2gnuV5%)l-MoPL?J9
zTY2<<{~2jhmM&6^VWpgLSwN7BQ{OO0w4hz;0L2o!moNhHFO6O^L-l-QJ<zo_<@RW^
z6hf*Uy@(A#G6$^qs6qGw0lt6?a>|~Ld60WGePciVyJtKS>NWR{Yvm?eH=*4yagj80
zdKo9r^k?CPFWbAJo+>e6O<%McAU)TdmFwD(zs4{ai4~kg2;;Ln-7}cN&51*!J8#dI
zyS`5}GPL*g)OJc^xLLpf=~LA50#e&2zv);pxK}qoN@bE$Blq=|t_mQ<UJa4*#wS5!
zi;#ZUcys|{H)>EJmlrXUPrG7fU!_yxWXKrWdE0vTiV+h$IV`XKRByp3tLy7{qJHjQ
zRT=&nyu_u_$V&VzL_TX4y7UIiL#aA#{N=~qh5HIfy!UDcSVbb*ja+14%K?(Xfyz7A
zPXm<omeLkCdwY;fx$@G`;I0$WL4Dd6a8;zf<Z4MA(ng1<A7<@&bgsj_i>3czubHLx
zut>{et#Juj^!ezmlNX)VGCsY2lgWB{bd8(UIB~a>nQ{0M^Tx37OyP2IQNV>4m6}&K
z&#}6fifv9uT8~bgoP9lT|8T^nHxu?&Qb8~!Fim?9CFE+@UPuU)|8(<Y9b}z6FmK}}
zHa;K4Uo}|c(#n}>ue>m2i@!<Iol^W+3(@(i`D1-wsT>h<fA~b<I?0Z7h6hIJxEy_D
z!REm`?eU`1HV<Py&0gG>|3|&VUx@jyizxp7kJI+={^|aS>U|FJ*%Af`t7=(jsz_r~
zmiTT_dj08R__j|^8gQasw^?50Ky-U5v;41*Z0W2ol;7}Tpq-Grw*Z?vs{3**9ZMq3
zAugn3MYrOhI5BI_f<2`Eh$0b5P!=l17amc$&R(?yvF<=hTkImuziy}X9Uet<ryK6e
zH8eM=)`6Q&d&~G_K3x+MoRnvhw`kcui9CAr+SLg*Dkoo%*w08zF7l5*Yto`ncj5eV
zQ?bp;Xf}2?!bQ@SrB^6c&I>qarMa$<(7j|gVc6=fVA2M)!c}^s_qzYxx|T_P6#9(Q
zLk940Lp~d5PG=m?{NN%~Y>2_w+wi}ZPuYgY(Y}5AP|dP4L9(8;JE^d+pTTlWf+Tx|
z{~g?J{@_{Q;E6BCf_EOp6p3@CZxoy@+vo#P+(*9(nmk|jEr^k<-|GZ^NrTW)FSkpl
zj~S;h;O3y+wmE&GK5O>8aT*xu!Z{}<YCL6|p~`Ev#IsPBG9A_8KWR0N7Z!e*3U`f%
zw-bO!dK@UGxihI=M;;cFq-x|G*8+0!zH1HU=#~=`_91Rp%gw)Rv3^6TEo$C-F}C1R
z!sR55e^X#iZRK5!&RT{3Dr5_8ZV$JdDVNt^qj&JlYqiEIdUF(#-9M_O7Hg_j{C<no
zJ1%>TxVZ38mUJ+xE-r<1xb2e$V|B@gqc7tQn^`-@?v_kAk*lnWn(o~VK0eZ9-qlOB
z+Iu-cWFqf5lG!Pq_jucik;?c(K`XW9I7?>iv-Zy;Zh1^xh1Jr2;;$+um!tD-w37Ab
zPsFS4`69;OlRg8#s=HY2CrbU(4dzO4;h0xaxgfPqtTML$A-W~IMo?+d)^L{+svk&{
za(1O!Gu$JKmX;`>V_H_GB`f5Wj{Be9jnCDuG&v$G;arM%9r<r4j;XDjTX<#S7JMLa
zweS$%KRa!4BGKP&dNrpZFrg!`Qr2T$RW4(=S?-*x!G7LZ*9`a{0oA}ae*P{~wv_LJ
zO)G->o>_*;2XY4AT$ab=c#S34ts*~!uSUX-n{~&2+tPO#Cp2Zb5X36VaLvnp1h?_i
zWWxhFY_s=BE>+@%R4joB?$f|kR5FX@M9eAs2Y)wwCy~`XkORG%Ck8vg$7GYk63PKz
zX{?3i=XpPa9_N4a;zO{wTlD~*&!DwXMt2*)UG(Y(FyeEA;Ms_nQ;^yx86SpA?1okj
zIup3=;X-(P+1OTDRGpI=CY?`*i(Tt}1brU`Ps1thxGck(J?87U@Xd0Vit%-UL$F5Y
z4K44xumR#Pe2)QF$xcr_6UP238h)>4Mi`DHwq?fXv9Fu9h7b8ZTQ^Em6`1OlIl1jZ
zdWn>#-K^uW-v;OdY>7#bY2H>BRN)(J@2HpV$L}(mZme4c1>X~pWG2ldm&;B*6v3D?
z$l^QMz`f#V9C34LU+p+pER{Z%qWxIHAtgpO`#L9?F)-%Q?!=gmZm1&273i&RKAHEf
zuQu4oS(Rq%`@s0+@Pw!cylj1y8ABTF%a8>-esRrs?z6RsNtie~j<0n*E++jQ9L>u{
zss|>K^=HVh{*U7J4;uL&!W4;1lxDDc?t1Edm-z|c)p=tQt^Yj2@0|Ky!h+2g+VUPG
z1-b`2ae23N+1IV{DJ(uMMwxkfe70myMF%->+%#+KE4vwb=W2Oh1JW3C`4iKdM#P*3
za#}8!7;LADR$_Cqzstn@5C;|q2=9C9o&>!HbFPh1sOixzKhVtO;Dy(6bBoOQ-(~U@
zkDolw8@5tO_Gr;dAAnvS{pg}N^|MQSPd3pVq#qGS<}$487hk<(zPkUYv(XX3&amfQ
zb&DNVq#C=Z2<Mk~qTgkB^iS5WC}Bkl8z^;cuC|XKyiZ__Rect&M{*88eZUlOjH>6c
z(VxI60TrB#8EJPWo1k{t6nvS-sq5H^DSJo`BISYn5nxOvBHF|d$97ApTr8E@k1Zi_
zyOCsB=?o5z#GeJM8)6SpI4H1UW{_&fq)47DYQP(hgiyaCw;P*c4b1M0?~7rKP0*zm
zFxE>ve}vWGhh2B^X9%bJ0GB5rZz7Po7JR?Qm~=U0t31Q1@uMofuwwQ)4rUT1Ju-r2
z36QvcG5D!)LNCtXb{Msz_m};XYD`J}Jlt3&LYWK=;<id(lX`Xwy};pO&O*b<|1Ep>
z7q_sOLXd?2czb|2%gI`rIsf|UyfGHn?@y4WkD0N>l02ykr4C(><b4I~;KcK@l#$j&
zJP0>bU~k|Y6wiO2{{KGil?4(4jYC>O(?T!t8M#blp;7K-Z|k(wb6TUvFGN0(y;%#m
z2y&PYz17VhKRSn-smSVg(QYgm3B7Zf0`rvyWDi--`&v|v?m_h`peE=5RzX^jglmxJ
zLY``z+~IV-jY;(JuC8^SXG$+f)PkIDHIVBsG4!YHo9H?7{J`DF_H$Z{IuRq)&Ok25
zmlQO9{Haq{3mU2wADZIqKERGG3SzZJvDV_QMc~?>OROMPqT%#q{9c#KeamjlE?k3=
z=XG>qWDDr?v`khunDDcwVzUgvh%f>pLLTnJB?<?A?Oh~<M6$4PQ-9XzrZ8;QTkwWQ
zsI>E@(VCG3zHa>fHrZRmU+ibbd#ZIbJ0zUwTfCt_C5)V(!+b^;CrN@>f!>=>p3`@A
zbu508N8k_r;_4Odk{)f*KeU(H8^QUPmy-YTQV=6<^)yl!dEET3Uh0o(;DoCur1SBU
z7RZm&*h|^xV0Vv@bDkg>j2w{GH!SoPk_+PV8Xc*a4_4Up24uL9-ZW03i~Rq&+&^LW
zSA=qVsbB(K=%LEEMx3XLR5i!oMTg!TpiffN<Bi21e>y;r?4u%`&8FDSZUZBM+c?V4
zx)CP~vlbe)_8a1ilY)nN2jz0q>z@Z2r$4HcxS?;+pHi&LST}%nFI8~aIKh^?E0z^n
za42?%LD4*QX59ywKhP_{9}%YWkzC{#-9|+pL-V7?j3gtQ^kUB3>hd8I4rh3xZk4aW
z>NWztE`e`w`W{)OY~8uymL}F+8!aBoO&*37Fcf>Nw^n4#ZZ(-|TCHoiqiE21ysof)
z<Qa=9KeWTA&hJjC9eLsNMbhKwgidMaGLvP~7BzOE^3Z=e(ts?1?Nn?AB_xH=HAIBo
zhMv(@owS<w+feizIq>P1`vyn>ZK^a9g^KoU%KS0P)Dvpy+(W-=Y7WN7VeA$6Y&NPi
z4Y4J3>sR=VrEA`9?tzR$ugwih3r?)jQ09yd6Rqvw7IR2q2Cp*s?NtHrDyOgFS{syg
zzhCMGf@d<Cy#g#~@}Mb*osm44G>8!(0ipi{eHhz5R@(g|Kx!XhD8OYi@L6j8SySpV
zwzr0_j^PKrRgOD7J-Ru=LF2RFquhm0)LsdL`^}3<)+}?IQQ`W)gToy{>G+M$!)xM}
z{@9XX*y8~bKbTe>eHk|Ui9b&2&p^;n>mwUZguH7EVvO@_>Yn*>z74-y%o-au%)=JY
z8z3vL+aD|>l!As>P@Ohll+Vb?ugH(!K1iBBozMQq@$OOo6Q}b>SK*T(8;^~HLNl1h
zphl0gC6$O|>$Dj^!nrT-{0FpZNa!;)AVHIuHZa1T5R<_?By`~aGh1110K1J~;C`&~
zVsaI;{4Rn$z&WFfG6F9T*+~)ZWjWHt>Je~*WI=xr6Mgp)d?)JHzqCj?m5I($UDt+h
z2ywhA^om?>{WxL;8gK7;_Y2T=hr!mbYm35__PTi&jne%5Z<8D^78K<*PbG~t079b&
z6O}$8E6DN@Ur)Zd(>Znvyc_#Sj>uoViS(a8^lcddd2pv{0}*e(6rb0<i!NOgXJe4p
z*pDws2r2BUWFoe4{mO;@dGy=FtpeGgF}jS9x8wbL)`t(0lL2SjXXmSG8Kp_<{k@N$
zJf__rw2=~Kld4gg;J)F)vt6RghCXeS0LyGV&cMAr6uuFmTuIP9o7|kpUY|R19=&YN
zI&jyide4}vXYA?TR2#uHoNx^?xWaA8N532nu2i$B-WnM`N6pmwMO;8Ur!GVui=+oO
zURs;%(m$ku<b5GI(8UXUr~GDjKDIz&nIZ-kI}J0e5sGl;F&;LHBr$HXJPBMe!{f^H
zrf|I?JNHba2|VAgKI*gE5Py-sxL1lC+Kj)!O7SS<+)!Q=kQ)KM2fru9>Rz-8s<XRl
zrS<|EHOzXf&sFV^21jmi>sxB=sA0q^!GTv^lm=a9i8JYwa#0jRxJGYK%iINBL6j+y
zdQDp4=YBoXy7`UA0}dCnyC<xy4y_wQ_;<mgy@yq90}tZ$b=i2rF3AtO^Vs}We{08=
zX9v=HF{j}TzHV!djHgtIDPO!iuCva&1S!uIAc4N_PF(y9E2k_q&lV&lkN7Pk;rgCg
zR%g|40v>6ldGe#P^9#A$n|B$XdgB|V%?d<6r8bZ82<6R|C&>IpNkFPw4Z`ijClyI&
zTFd-q?eAwQN=*<*cEybt;Kv$Ez~s+1!jun5_9Nw?t&nXvd1LuPs;)!XAcEF|lQM(F
zM5mGdewnC0R>A#qkv~BDPnb+o0Xs5`R(|aNqwT$;np(eZVXPcQMMVKYhzbHqiAqy}
z#EyU%6%eK6SP*GO1tdVoR#6ZsIe>_Q5ET)T5|Jh~N{ci@uR=&Dp(mlFkYu0l@%Mh?
z-Z8#E?s&gD?)^tI0_^PU{p@GWHP>8onVR%CQ6EV*^Hr%KYL%70?@YqAWUo-N;74B2
z-K4LMzA$3kbCYqZM-yTi$ZJqD+;w*1AcBVlm8lGZ$LYxc?&cTH`OB;KD$a!V`gN-7
zzPn$LapfFn7h1kFeq#KYhm_JDdvj;oo}qGTcOLOY$XWURV@c>);tRjpBT0YL#n_CU
zKV8~3{P}~6&0)#A$$YByk$?P78Nxl2mWMXo4u|@sI^)M%HviYJ9(ivbAJUp)Jrle^
zz5e6&purrI){*GeH|cY|B>$6zVJ(<St0NXCZ6g01r{lH!f8&5VfFs{x`fFLElm9ub
zUH|i>|9_m-|K)>huexA0X=iuQBp$6$7;@ZCEGIdYQb~%r1WCfY$YKk3rFTt_vy^s2
z!=J!_o6CTIF9z}#^xdfh5P5H$4_=N{i+%%`3Bw;OueghF1*rvNEj@GSZlp-VrG0(M
zA*1zrH7AbhwakPGp0#VytkA#TH|s^}6dY*1wNcSs{(W=m%BTaaIt3g5xBgo;<7=o=
zeSp^aB>dWoyzEm+A+eq}CDN8BLTT&m?#GMZb8tezk3CfLOoLENN5)+G0tsH1V?x-$
zd#J%y*GVCX{R;Db-}lccbA``JvGthS-yU1r%+Tg7CsM+i6zDguG`i%Mp|#)WoF4LC
z(CXFs4Tg$KR{i}UF{1fjnG~)<lNUXynLz&*<ZFq1<%eR97459L)+~;A*?C_SVK}Gm
ze6eYK=l`W2>k;w{qaQ4O9B$h-Gn`7=CVdx)eT3NYLOo5Xle%-j!v9j(eG$4LjV51Y
zXOf{<^&5kfhOg!HMF7FHzt<5-fZXS3*LCf+Q^5KJfng;&IzGQ=j1{04JGW%9?kn*>
z3xjKi)zr^Jvx#H)?e6k<r;PzR_ES*K;mAAili>K!%Lm<>-S_#UUY{6PLAz#s-rN3p
zkzkipAgc3*_Mm6!wdhdz-f2k~{99s0bh(U4GxIWf(N(7%8|+}JS?CmbVy+fl^{>p~
zZ0bMI0QnhFEMY~7WTmCT2oCj^&VTF8NHN2e8ut#p`}lx^eC>$&MV1s<9gND(^@?AG
z`}>po*;F~n+;$~+?b$r9-q&`HXW6wZX?%I6ki3oHE==W>)Wgc$*aGfKhJEZH&aLP2
z<9;yYh0TynAX8rvgUsoe5sJll0JfS+`6ia%$g8kO`P;+!2&pooD7m<RT63pqxpa0J
zs&8u1u0<(wkx~9dxGgQdzH75WZuiEj3g+Qcm^p&<_SIBJ&3Fm*r_h{!xRD$5<WmQ!
zJk&VJeQZ4Rh?ukRoR1p~rt;Y=#GmW&9zG5R5D+zpr;n}sj>tXfpk|XBv#*n%oIZw=
zdo4R_!;>kI6{}k?Fa~ts%HU?c7b`viR73_pMS5E)di@#2UuPwm?}=^cxEV2zZXrSB
z{KwdEZrJl%H|ev*@AixQjgYJScvMZ!nM6+#$Yd6eO4<5%j2yt>t_l^eonK0&=591k
zp6MJJ+mLL$>0)zE=Gv!+jhmlm?tf5zLU)^SQbAVqgX2G^&35g6rWYLC4fjk%^+B#b
z&hNWVGMG<v`&b$pRYMdk&p2v#IlXEb>Z*Jl6Bbycc<t}O+0(DCn1)=urMPjZ^Xk+8
z6K~#-tt}5HuRSU%V&52Tw=gfQYamyugTS0HF9cWUdM$bxX+vRiM0ldu@<Hgpw5#ER
z$j<vj4IZ$B(kD#XHKzg-_wNW!=lS=R#-4hIN|`;T{fy|bZy2G?9XIUq+KGm-8d<4-
z0?2haWg{u$y<?bZkGM(f=87ZowH9{FGugwHH{h)skEjj7c*3`vwkZNpiir=rzWNPY
z=E=@YY0xt?H_B~`_YKIygUbF^NTy?iJLONG^Jiu*iFP>D-dE2L<dJLo6;s|e<YF!T
zK2NV>Umfsd5T_8L*)i&GM2rKW?ph#BUFG6-{YyC@Eg$vc6<FF4RlAOdm^_)!?z0_r
z8E`qBKMdV-V*35XD#G>*dxz2VoXX%53$4mkg*vMM_YM}lBe%FuOBgv)sd0Sk{m4+i
zNHW|<p#y*17l4>2&HP~5Oc<paj+jL7CkJlc8!Y@s7R@PJExo;JGD^3}*1CIWxq4hR
z%Bq84_Z_}|6#Bw?X#Bq_kPb^+c?#dtWMY3vd|8!-r(>5S<sO}xX9<AXzW(rNh}pEo
ziSB_5`QNN&<}U6HzdaEAlO#}oc(B551i4<QVXeZ53IKy-Er<SzDi>9}SU}8ag-)!*
zY{IA4z{qxeV~(5`Klo!5>W`J^uWNfyv|bRQM3cu<j=s$LIFal-PRSms@%-qtJJ~yn
zeEkfW;dg8&DhXIVJt%tTt*+B133@+-4?KI*S!&%ssjlh@xU>-d>@hXR@CpYeUHNwR
zA6neF+`{hE8{*t@J?;>w20dzBi+ozO2QN=kQmLbaRk&t&D;>4V32d7zu`+ZjH6T}j
zbP)Hi4B>+8+g90wEQ|sk`mubvp33sQPPb_rMpRW+r8J#Fa9UTFDVDz%lC8e>7;U`7
zxY%ycLon?ojazDS$J8I1k}LOepF`_}ykS*CNGvPyBYDu(s}gQV=`(CNu_as>>!VZ~
z<RRH+!u3L}kVYEIi^OdPAA#m+b}^HZ!|W2%q=6`Khs&iw2r}(0rK6{s)Bv~bI>ugi
z(e7m`=2}En3(_WNspER){uhIvHy%0pcz+i<uW732^L=_d9I99BO0!PtR(l%&Ebh!t
z`ZBSR*iB0VxsjRu)0?H4&6sbbdB+AGRUUJcIdjYPNs`f&*uobV{=vN~<Leyh6Eon_
z%bQtE%K~Rqw6uVrs~*SGwdARN`0M5JQn;vCn~^LFZkK@ZDp7=N>#<1ltSP#y%n8}@
zcx=oWQpxbNxc-8;t>pfEfkl<sciP6Q_9aWVMdaNp%+_gQtCYr!#S68cJ2O-gkqy53
zjAqHa!?l?aTgsFG)mz+NIBUaKYMX;=e3rvgP09SqI8F>aupj|8q*h<4NnGKZ%L;Xq
z!=JO;vwe-khn?q&7%hmr8()<1+;*E#z>m`F#t9c2li`oKv!BFGi|9SDZl~PADQ{z^
zD@Bb>{4KFFE-y6q<!W5Q1HV|CWr^8(qtuXJKEdy0HpE0PDrdO)XN6G5&v|zz%}v4&
zhcH|+`)Vg8{F5j_(h?f0dyBf~P~Z2JB_EltPMZ4-UKYv3qg;5lj?svG@Zsm~)>zw1
zKMyRQNJF_5B}Y^?UQ_aDHrm9_aJfD(9_RZZC*t6xwMRQ0vLdqPN<_(a=}zj4j-y&i
zh!Apy>yE$QsUgPQkDR~XCAZ`68qXg&o{sOw(j`q4<&4iOU5}saXwSR!4r7IG&N#o-
ztxbRJ!*xFnzfUyZ7CH{5VA|iYN!6F#x=j*+T6*u#&3>7*BnY$16MbGetIa;VEnV5Z
zyJShQW;`_u!r~iGJ(USn6>kBRCbmQs*swWe!YN4a(ZggRZh4AS%(U&HFQGs1B-p3K
zAT@f2N4^LY`d4=VZp(N?UaX=8XfzwA+4@D%e?c%2f-X5IiCaG665mIDfsWh?q+*-H
z1YyYO6EQ`{b&vaL9AYhZH-9j6(YwRgpZ#VoH{FVE|JdkYKu7A~*$G!sU*}JhJDqv;
z<NMSn89y`BLuOkS$j{YHz6b+{aa-`y7oW32HYyIx9<sdkdH%~!*}v};<!Vu~241-9
z9&OPXYm`fN>Gq|L-Jj^W!)~}w1Sh%~rH5C?ZXq@^<TE;rThNzn<fQ1@$gML^nSl!l
zzSWR=tr#xqIePGkGouIIDJEdov@_*@dn}dOIiBBFc_*)M9KIRaaKpH#cjjj2F8eZk
zQu8t5$Ot>nbd>&U`tvs3Bfp5rhVOIE{C}iTEB+F<2rs>4iFJ6GehtufP>&NU8Y87z
z!4oyOc__hxs0O<2ijcfopg`!w!L~Ri)B%7%$I~tkEX%T62xy1BL|qtAARQNsDlEY)
zEIY0M{yq;)WH)j_Pu|adayq#FnA$(DyOaLBzPc0|V%haSU2XqMkafAyH`-@u#Ar}d
zvUjhW`TP-*0vKPLCfBjIn_!pI@0oo4Yr5-D)7VE&?wLJan>(j}T+_W}$G;K~I4||V
zE7c-noW|om;T<F!Gy1*N5nb=Drc;kC?By~F8Xk50393}8o4W3SEZ6&|LAf)J*1~=j
zefeUvy-VQYOl3$MK5%%bg0We0l4a|6#j4^+Rz)*kljHs2AFF3r@jFvKn5KE{E6wgI
z2#b;I)+TM|?XzsD=N)#1(5~7^_Hp4-yT6?BtZ$^g);grd$Q}Om^XGN@YlbJ=p1vog
zH*vRdUj+S4%`RZet4^nBK~c-Z82KmqH_k-Nv`(j4zBb=XWt7HZhWp4uS-NzYm))JE
zQju@@%bs#MeD6GEieVVf&E;ovYb<%%&u1kUudz}#?~e4D!KvU!hB)HBzg&QpA2i4W
zm%dXTQz@YfA+jI6$-(Di(YbS(&8cP1>29HPKW<Mwb^X*)#mLY2bh|ID$N)=x?kr`l
z4b>H~uIj+=M8=EdISOuF?8_rW&Y%P`Do1$#b0IgCITmHlSy=FHD#0}i9tl#olw(;q
zblf~U92%Xf+70!pqoqpjSc@lMr9@NnA|BbmXN07)01#@wCAI<H3dc}`W-#5*VyxG)
zk2Y^)ii8EkPhiqgFYHkP2-IEK7$E|Vz?NV8S7tD2sS_sFLlsS9BE&n!SHR9k$ky3f
zRP7QjPlXzO*J<H9A4c5lk7ZPipA_r@*vr|SkhJBV=6q?W^Qs&wlWZ?pCcFN_{jjjX
zwEN)K!cg=6i5_>*vFOK`lLUc%LBhS+!i<8}P4rhEBfQR=T`cK52xi5PHZ_1+Im2!B
zKHl2hAtA&Ai@i%zti#T75z7@_3~8+^PU;neq*0$zzrIZ8=7Hiry&A1hlQ~#(=%ixm
zHKPO?WC-eWJ9ee8pYjQy%R`{s-QZ`=I!yX(8&WA9YT<LngI<4hOzdhxmAo_y3Zc*L
ztsqk{t-Znwt{*e}kyu4|gQfnODd&t+`8`>7u6^oaVcJcSA#EJZfX%zF-tmood6(Nx
z9Iq?`V#{>ndiQVp?k?9BH91yMW(T|naL8IobHJ0kxnzQhSm;<?Z!VC~pOU&i!%{dc
zOnKN>P4~(*&nCe%Zc@40mY(KJx^?Vq%$Lk!L))UK#1?zWM(y=os)-KZd0MR(w)SB7
zHgjVybcF+Y^^x=0h2GwXqzU6=8smqz+anvqJyJsSw6%d7YmMxK%?nrUzytQ6?vhi;
z#L1fAZv1EAIpb3u9pnBN-tsnk$=P+nn+b=?z@Tr1nxT~)d4%*&jpO4J2B80To9!G3
zm-#Mzzi#X-j_AHYksJkM{L*!s@~_4OM10H@Jit-omg88t3Va>u8+BT>I+9zNmcd##
zTftW1BR~J10dopsvHR44B-+G(68pMFDQ%p`Z*qs%jE(h54L&OD{+TiJVTK`;hE%be
z$b~)Ophfx?cWvAVBP@w~nlcp#xksGuxT7goz-eLkw=C2Yz<nd3p_@)Vr(O3FZ*c3L
zXN(exL!bVrS0DIGur%+AdHmf_(Sxvsv0Y$4xnReSBx~%GUOK;dM+Id)KIbkzB06hk
zv~I?ybP8b$|5BlSw@|G`>68g)GvsnrY);wy1=H`LlT0{dDF%JN3ioVs#QkB$l1Eb|
zKhzO2oH%rQjFcREFQ>4iww#(j59i^jwQ}T5AWKxj4F6p1wuyZ4_2Rc`D@2knRe*-r
z;uKv*P1BAIdy#o4k6gYJ<LCT6dv2F*(G$Vnl~^|0FM5S_fgxe&RbHuMv;yB}G;3W)
z{L@18c{JDt!w_<k9iUfNzMiPWeVR*(<X~+V0{+_3)KJwo2#djFbt0}tly=Z#<7ozQ
zP+=Z@oV6ic_Gv@cZAu7R(h%q|ZaD|w)m@?%)hcsFn~TC$l4ZJ_a12NB!yvC95iQfY
zzWkkh%tGkI*6fSo=Zw3v?WcF$zqcz_&B;DHB#3}Tb!(^eci6{wEZ-pX90~%2ytmV~
zFMgDzmr@Sd8*)-vIDL^Xf9GErvp0fB^r#w0ktn)|{H`RzIq3vfRzgnt6R|+Wsx8=+
zxWZyTqOxs}>_j-#UBuZa)UE~4`l<huF2YH756$j=A5y-D|7>!_x!hG*<kVzp9Zs2G
z7lA44);I9qu|+fV@*voj01!O~HlmMcZTcRl#BHsHa@+98y-ii*o)fmZtnH*4TaT0N
zxwuqR*FxnJ9GoZ5>8N43lpML+n{-V4{+F6=ZL)7#{_5K>0j(Ja`kX7r4jWDc8Q>XF
zgo7W4^l5zGg%4!Era0aBvM}?RGwSSLh(csFMpgJ6vw?u+Zp!uZ3;1y5>eU!6RUCSz
zz!`@b7QxV=Z}~zctb^2dJV^9Z_F2#J1eoFW2vF#(Gf{{ra~w~dHOIKrvwm+?(ou6c
zm0e;ng1xq==?m5ot|ZVcb*jZ{C`+XR_YliGLWbBCZoL5iBCj(>C^@~iWtI1Zlhgap
z60Ho#!qI<at|=H0U##FlK+LzrS>n~cODGUu@am^L3t%XK3)Alz|GTovm!Wzy`P6Qh
zAbFO8vVE~)i4u(-P9uM1KQ9bPHK8$i+$HhHp8@(>^PxPdfNxd-vXxcVGNM&{3=gV>
z`qKHN9`sGlGt-h_$|K4hSO1X7i+tywljFxGrM0h7w&aEOhv?g`k9Etb4ad|CgT%)r
zTRH+9+c;GQc<UjlC1+34<%dC7PL(uL*eaXdi@iE^`DIUkK(nbyLgwpjT=c7WZSf|Z
zRjN+Bh^G}6_uQ|skP4nouCsHebCd*M1}bUdXPkxBwX)GD1IYpInrbI}4{cd73O`xt
zi{y;NUI!yv!3-_`G!>plxcRlrjW?=^8XZM3dj~xF3!7e~SpZ0pxot&z`HYhc&zsV(
zI_w+%$ta2uMcf`Pb#B6scKxkx2Q1~q{Pi+RQF7C^*6sab+p_TSdVj|MIJ=el&X?O4
zRo5-qdS5K+Sp23y=yB}OJn$C8BSwZyP%()&Fid+^bh&jA3*4|Ox|&3up6c0aMF=U0
z%m!tuTMsQ_A08f%R}`MS&`DXeFspNN?JoKlE_Q#S)Yf2;2XfZe%Au3s%D>&D4J)yK
zU}h;Z@<JzA0qz_u0DEVDE0iNHH|6wErLl!8rji_si(h^nboup9Uwz6@5aRkCC?r&d
zc)<%>cqSVm*`|cyE>Y?=!9%43tgpS*DYATz*L+QgO7&Q71P}|j>u+zX(uA8QM|?Mh
zSX`FhICX)scPYBzXlNom0sV4v2_t5HS~WrKrP1OEC#1=+qIaNzsE1#S=u47?lbuS#
z{+01;m8F4Mv})K(ytFK?AwQ5i^K^-^ZF*e*9~wrW<K(E4jYAJjpy5~Q`zuPgxH?2w
zFlTOwvBo>kJg!p%1{OZUs!VjMObAl4&4y+*Oz$Jr6?<zn(YLxBe_s<WqT<C2;Pe^Y
zD*Kw)fL>Ffikv~2n~qEuwM)<=k5HLejCJWn_;&y-1cFv&Ah`7eQvq9L`^YO%2m)H@
z&aFAa4Xjb~7CZjnJGT@GD`Gj#zwa|DF!2x3X3+4<Y|>V^ldOei-2=EIo$_hbQiL;a
z(<5fNQYYbbPOs;K6~)rbOQo?x`d|%}*2#eEt{$;Lq9YvOlCHE$u8qj;6$X435s5`N
zvVQDDYeZleQhL=InE<S;L}M7Zok~o&<gkiW08)G6(KaP`BXOI5lG{ypuzhuF|CA)l
zESYkw2z$uY#0v!Z0x>jmT72xdbfEGCBo?@Pfr*KG{jODMq^#i~^kASK^bsBr%h9DR
zx);M>p~`(|CUNPFnZ)uxiG3Af`ls;2;`ZfW;YAU;|0rjb_QPAe;zyo5#HG?N+;el2
zL4mT80uc&B7AMYEIKJ|@;v<(?gD3h}3WuvYAvSAF7(`{xglZjMuaM>QAe+sWP&H;;
zZ}87@9ix1xB`A5qiEwWZV4G-DnqD3O!`i>d+@tXQA9!BM==L<ZNbc`%BwpPj4t8z7
zCv*vhO;K|ts~~U76n&V=-Dl9;A`B4ka;XbNQF!6={q&k;KaP!!4MiyITi}3O_((TB
zMuPvLx6zy$meF!4W2rEyMyJWEFt^0iVWE}2cbGuLMqPO>Mc4G@#e4XT;QAH#fAhvE
z+K(!{amM2bH^urzS-T-EQy8t^!3N`T#ttDid>eRrpn!fzyT$49IJVT;bWIL>Z(&;7
zQg^f9-s^hTSJx}U_xi#HJrhaS^J2t$lC3?@c;S(}tsseF&TIVQ{<xo_0i)BPD)Qct
zBV^LffF!X?l3LRIjm#!W(R+U3@}*Is%2btf(+2JJW4)im-o7vrGmh*fcuHRm>A))|
zFZpm?7m?olZ|!Gi1F2FYhzyA#28CS5MLs)U<Yrn=OWJPT?-nLZ${(~zVwUtm+F6q)
z4}HH*?Nx7*U|F-vWIckHa0^TRNeQ+8Liv=NY#FrZ>jWC29pT#l%!Dn$wxLvoxt7t_
zZc))35XjJt#DFwz=httH<;ihz+U5rj4^z6|HLVBIvNMNL^7mF2{63_4urQ%~=4>0(
zjkdl}U!A&kMCv`^?@;MA^ozXoZaFuDU?SWrRwJ0T67KQRYg&Z`tnR``x&GQQ+BQKZ
zxP2<<xegCiHY8j_^l;qnd@yfB)*W25N4-*{+{2o?Lu!tBd2r}#yR=yqE7WPpkZ>~a
zlwnjf{1=okbHPnCzbB-gI}^-_*m(V#RZC0eJZI{@J&T}j@HzShHDwl7NRVd2YY1kY
zM70U1kn%m`W(oJ!y8^L|^<%WY{>iGANrWVSpZ3p5=bMN7I%<z@ccXH5)Ya~AEc)=d
z9WGulCMx0mY6RpjrgfF~r%&dmxD->#4OJmG<8Q+u*l+*J5ThTMT%dR9f<3q2rNiL+
znV?lUfQOvzM;}$P>2m9x+V>IU%3!(E8S!F3dy4-8IuhRtaFqhfVegU$dis9c-;T=T
zc>xaR%<jQOdty-5jfX&Qkq>GQ;j}PFjFxN_>a(IKkC$a5^8%ztyVsfjob`1x74Jt0
zpuK{g@oia-b*#P04IC-aa_Y_%AJh&LDvC{y0Y<N;tMtV>LOe7uOZiu3cTeV~9rbpx
zUnNwL#&Z`;LMJ2(CxRrMjFyB--&gG8W!EHYMKBp*DwrooJqp+;y6tEhzfv@9$(rlj
zUOK$&N;jqJN{5IZQ7Pj=?szc}6IsvCqiDh%IYKnEXT}*(r;lTH$FO`)T9=m|Iv%om
zi@BKdK%P;C{=I;<<}O4yebkLdzPFI1?Fcnb7-)eevA^2bii{G=>ZmMKQx>std8IRY
z=%7pgPe9?-^pV)ElyF|6j@UsPmlP6sgh?JV;s)1Y;UUiC4J7{!XbMTMqsp42#a5E-
zZ3(B_@3_b6+gO)i3=AtJ)KbBgc1*&kX#dw7R~L1SKF2^nyN2fZd0er^C+}QzWDf=&
zM)oq!v=ybu_iIk8IAk#T2ucA)Xs==`^N9ITQ3v!pczR@g*WNRmqKX)zofSLIkW1oo
zsFaX=-kQ*Ryhq0nXW&}skA1>gV956}3t*+Deh~<~s&HBQ>^HlB1u16I98zLp(=7cK
z`(}vuK$-}ixX~DV4O|~dU5xK8zgLNZ;?a)01lV%nj~js|G1gJD*keqdb?Sx8g*Ebq
zO=mWCp>w^umMkp>cbXc3dCoQHfsu2(v`AjN1!PAp4_!Y6rpQ{wrEdLMx6}KO7HULP
zi-IP<I=(yc=0gH_kXOSw-1t1l$c9^)a*fC#Moy;3$K|VTgXW|zsE^9BAvg+;gD9i;
z`!}w;U%@v^{c!2C8Av=0sJG#OI;Ui6oKRMIR6g9V;>`LBB}gQ8{JD2_KmWG~!OxLq
zFH+YE6Y3Cakg&RwkX$o+W2M)VDf;b`Khr#tp4c`%5TR+3fXemvd|jlf4+%#psmw`s
zr?=Qt-8&>}Zfw(6n{+XHJVZ9q0Nz2QL7N6@)mL&?lRbJk!?8BXOFI~cf(%ZPH0yXz
zV!xyYYUUAdr14NUY8@;-hPqAq&e0md_j7coipUoM`hN)@;F7`#SKYmhHhaIkF!Vuz
z%ZoTB#&j4z$@o=dE+3SkQqc2}Or-gp{U41-o1E*wn1`nXBn!Q5u)4k9Q_*m0Ydtx%
zd)pysCj6m!6rU*U!SOn3oQkQNo@&JfWV(eu_x99M$P%qePbUc`R!w-x=&alVc#;hL
zI{rl#xzJMb4;0Pd>v>_9&n>lu|A7=*!4flIOXGzdi5vr7TMS7uqZ%w1K#yh0ef~wQ
zCFSz$U~7q^v=qGi))P;H&u20@(nsJ=+Z+>_po$h(gti2oH{{4auXB-qUKdO)^GTl%
zA(t%7tRD_~C3W*(jtJ+*&UP%km6aB^fD&Ed<tfC>e40nUX-o>bvg+a9#~~p<)6>?)
zI|nHQA2nHw(^;i^frp4NdR;~TJl!9V_}x})Fn7tc4<JY*8PBS{t;U|}8<B1ud1I%C
z+WK8+TD20Lm9ycQnO<Mya*r+#%`xUUg^8M&Uk}x!>6xJ=V$<1TuoJ49N)vwBiqX`9
zT$vllXu@92NMHHq{(;}1xErzaTY+z|nvAc@kki$oion2&r!_fawVHR+ZU7Hiot3<S
z$2P>n>9Y!wv-7ng4gQxla|ISA;z5~GH2LCj{f6ZFP$RX;LrBK7fC!ZjRphWrH1$B0
zF*c_>%Jc4NhiBQ7J&Tv%JG2{IQ)@2b5lRJ*Io=v@!l)rI3OBno-`0G90X21?cTY+i
zr)#>>FY4|d52{B*9vm9fmxefhoe5ou-G4y}FZHMU#yVU^_4HAuPuMHhJEOyORqo!6
z`JiikRQc#ooI7RGDK;(`F%$TuvT(@xg>USu!?^m7N!lhK9MaGC#G3~)IX_~Qn6rH9
zr_j<R?MlpEMf`)HgGzdnf><daPNh6IqC-N{KDUu^Y7;eO4qpn%w`N@SFQt^6sSuMb
zh#lnh#BD-KJxackhka&jp#VtfM<eaI@u$3R5<dPb^TrppAVXQA!#M?Bi_;k@X`GRP
ze8C$t)+zk{r{~tkaJ;=10YucJrg*2%4elT6Zm+KI{vo(pw^dWm`N0JPC2~dx*^_Kx
zF(o0rF$ZjxwgXQN{>}p}jph4Az!5&$UFvVX9y@PZ8w}Q)mBlJP2~<FdLLjlZPAmW`
z(9f~s8k&T#4;Dp;E2w$21q&u<p<Ckweg97Zct9SWq2^^S@C~KoSmaM>m6Q^&gQ!Go
zA|klZQ_Xl))#9&QN&InfvDh?z4tQjWR>({Jy(H-o`=lYtnRc$KQgc!#{yCno_R8e7
zF(G;!lPjUuW%}tpJ)ioNNWWaQzi7M72C9KziikP?!n1>)xc$fRGq)SZs*2v+l%~}D
z2mw6xVsB~NldS!`2lJu<KLN?A1BC#X_^U^a2&ID%zW1lgPX-DmD;{ab$Cd5w>j`-x
zLa&!xzF$i-Ox%xFeK6V22{l4ri@v*be~qK@<%|XB4#UHBR_ZcRwE=Dg4+?CAkEz-`
z!H`SuFv?Ex9QxJ0+}JbIbCD)!J@dM6o*?OQ^LR0GU$Q5U4Iz_V8AO@^=FPC5p7ZxJ
zX0y~=VuL|?nh*LWX}ve12p1#KX>27N;7Sg76<n#N<+kH&d~06V!XAj<)=OUZ)|^wf
z+QAqKoRz>4^b5@15yQ#9ld5yUt-zMfROtzq(g}JzTUrfyC9ygA<-6gQL%94QY_BI}
z{V!-N^PjXch>~BN1t}_c;qGfAo;@*te=#xb!CZ*)n}LmCpTB&&?Ppopzc5AVS~^Vb
zHyu`b>`&b+Q56;p53U@lvF##Qesr2jK2kitC;mv9sU=`_SBOlGLM6_luamkx^o*^%
zUM2^b4lGZz>r!tP9@y56+?YeQb+j)lX-gCH7&c%Gl|tTAo()ZXT|rrLO>;r}qK(<%
z=Yzk$$y1xq8r#ka1DOYGgI-&=7%t6xvJwOqNL<T(iEQfYj>fO+_BoK?7v;eMdHDf?
zinI`=FgRq(yxiVyR`OLr`I>XC$<4q1l_^hnD^lC9TR{)c{??T^NG%6uN4wiH67Q*@
z2eYAJEZ1x&q6Ubrp@Ot9p2B&d!Z2n<P_Vhc!%C(3?lHc=kCeb3tte-V4lNBvHr}J?
z;YIYZ%!T^`>870~9*H?^e@|FKJV<|;(#gZbT*7<vFH5rs2takJ?D@eQyj(X{)uF$(
z)|JV8^#j2Tu<VmAFCBVjPoK}alpu7as)`<%`wV6HM40ejm=MX0NzMX`CKloc6ox3`
zVxEBkW(56;EBf&}@_g^1e>1mEb;17rAoCA^k1pK*El{ndeyh`^B&7^$|K|H`NRq9i
z&MI47rMMNlx<HBK*XSK68NwOi?yQrt(f*?;XG{N~dFD(u-wKELpvt@ogq|hAYm{Gj
zb4s=vOeCHKWUOi9!5wCNyI?{E`HYyH$Jkm(e+bDFcL;GTB`}=l!|$4O{R;kr2gMgS
z)JlBup4DPf7nwaA1Rkx&ROI*Wmi_kl+YQrIgT@bL=RKy3b;b_wM_kEOqt;Efv)6Db
zBj_L4{_sDUP)Q_F`FJK))gyTTQ!#%>Bh5$*pZfIa=Opdg5(Q)2xNt5uxptqaAjp7I
zI_{32DR?#=di4ZDsB}wgnO{Tvg<V~USV3&XD#Pkt$*vzM8J^vWJx5)V->ftFJGF_z
zz)+*p#WdF)zi`pb+-;dyTdYS<g8@zPblkNAM`nFY_P4(X@+})u3Nb08(3;sqS@>6)
zqA-FtGD41$*nQ}4VgeDs^Z7=aW&g&Ch1aRS7AK1oJQ_OK*)$LQ@A5Tg4hOjwinTkk
z-EejrvLkMf_m;tZPI4~?_@T+6n-XfFV)TqutNb4K&zJQ%npAT$X~xehd$s;wvZF&U
z%Yk8T2^A7=yTEjrdOCLG>T*5fNo+6gyp7KOJLqLBWj+<;4f*e#o5U#m$(kYMM_P}H
za!qKqkvmIXh40&nOqn0AfVZUv@2DGN4~Sg<l~HJ8m0iJ)xwT2q=<&0^l7668OG&W0
zkjSwTV*N%akxDIJZOTKCC@YV7IB>xP9VaW;f)*AyS#EjGiX8e->e%pSzK2lOB3PNI
z=*Aj{j6uyc5P3To8TPM?4@L$b-&2oRr_FVYSp>yZxq*~JU!BX}9cWoCRtP4LkA__T
znvLCFqcEOnfGdT_q18_}m~Nv9;>P~aEgF)K=$SfhLJfRCnzBTd6OvAKuz1_+y0bD|
zyeOWl6OJ#u>TBaevgpJBo`Hv*_{P8waj_FLkVU+~%-Mv+?&I5r3}P!KErJ;WTYL;)
zqcnZg4sY}t6c{-Yn%B+R9MEKTmhf6L{2Em-7uYO8kjc5hqBB=xYgvjW=>lw~ci`m0
z5(;;?ZtNSu@JEN6Kw3G78myqVV75X(kIFAkVy}{VMHS^N4-V!LdQ<{~5ZGHF4@b36
zi{NddTf_xR=~QOZJc=x&WaUM2Ikn4CBTeC&dg#7Gd&q3Z7_#1)=l{z1Cp9gg518+O
z_)-;yLwOwB_X)rfFnOzOP|(xRL#`rpIVHUwhBjC1{Zs=u3yw?bxU^ZJW)$79a}#-w
z<LAsdH3#fB;y-vB)|u?Lb<$LCwUj=Q4(vjbKr;?Co8SB7-)^el;riVx;@GF+7!V`J
ztEcp9)~x*2jw+MilKrK;wdtR{1Y54U4G~^WFtlHRSc(=WD*M=t9mv#HCf}5-=7ndn
zVs6kB`x9sDYM;GyJSdulv(yly6vq{IuYm`)NBYaoa;V2|%6d`$ti%mG+nGaFS;D4a
z?I(G3iS>sdHeju&Rkz!KtJ=?rReWu$4&TL8!*lJvcD||6`+T=TUn0L;SX(FKUX_w*
zb3du$%78_G=s?8N4Pg_DD@2ZBJmC_L9YfTVprr9AWv|(fL-<rCJWyT|O8V*{+6^sx
z6tE#L89wj;TUR1RPFAVfDmid7;H;b=Gp(M?&O2MjEn$#uApw*3Rvxs$d7<>Bu|N|0
zje2XEv1MoqG_jbwYDxDY8Bm`(ZpnZ=D<W&OuE7fT`}Y^3H$xtgi&kpJz1_1j0N_|u
zh_T>Ez})5&K?$S~A|cu@1M(vHlu&u>x{Vj4*^WH{y5eUG_d#Z7{=yQIAeAnzn5TS4
zY#fA}u_fL4Ty%}o;AoXhPtFkL>-lj^9CKlq0r!Wt0FJL!HiyVSC=%{bgbPf@Oggv5
zA(`gDOZXwB1m1?7MGB~&OhEC)4Pp2?tGX6(LM_@%ohMVLaN~^{rRA5!f6u$~G|OJ_
zTtQKlakfno2Y7~wRgKVf&N{+vp&T!r<?)@NFsZ(mDzvQfT(rGESB=ZZS&G!O`^G*B
zL0@??q$U$ISKyfoGZ2OBXo6fQ%X=Epx4`U}N$#+{Pww~Q0Ei!29w7#hd+S3KiN}#B
z`0?-d5cUOS;*m9hs2x1>yVTyLY%_7BiEY6sL$#`fJm>R=RbJP}i>mLJQflQNp|=+8
zph#?nt@uu^gVfgtix~Os04QGL`|t@6FwHo5V_05^a9LVbWkNu5*^!h*HTl}3L!Z)i
zmv^8n;U=q+G91t)+D0BjydT;R)|?Nq#fkpJzzDN(!gLw=tod*WZ$sb${lGt3+lNen
z+PiwM48CM$BTuPLeHTIzc$aXV_s7&phE&2soIN#D1Z_VmXFbB2!R(`$7b_MNGsOA?
zodRiv5w&kh&eon_7P2~}N$kNXkw($Mu;>Eu;tKI@h^t*)hMke-N&e!te28K8w9OTY
z%|a$CXa?dzQ?Nt2Zj>QdfHm@&7t%0{jwElOkfnw-{j~l#O|e+ZmIU&#U2ivF|EeYL
z1Q~Ni)xMrSR2RU(;SW&fP`KZ*w;dZWNO+(@1Kdpi708I+gbm=UzQTu{d0|l!QKfSw
z=$|o^mG)~e>k6?d6BzOwQwElL_MvyC>(qA(w{yL1!Itvb%_^7+uC0Dx*|7-eqLeL_
zyp_+VdU7^7;m!Dmc<iS>H_p!b<K+AMPHlOhwS{Rd0}{-~K~O^`UKTEMg(gOh{kdX4
z&{Z0E4AUWL7B>Q^PJQXchhVyL2@RuAn&m=~TBHiJlO%1FnKCzI%0HuWFHoN;LR+f#
z47dp){>|1rtQc{8!=zRT48>xED=)})kV`&BW#Ikz7QBxUZ?8J{dMfT|RP{EqpKt%G
z-CqQ}s7?7mkCSj!c<^7DziA+woxdR4Ngs+Ao<={BG)a?YiG$+Z5_~>-zHjLhWN~PV
zOE2!(_zzEA@+xAdfQ%E$i8o^eeC=m%muD)9Fw*#{f(WAN|4UUTi4ZzzkEs~!dbGCq
zv{f!M4Xt(avUSb&^Qo4zJey>T;`zy}wljAQeQVLeZWdZ|y<j<>Rz~_z4d7bdpX2qU
zz8)2BV8!ro$)tI4)90z=kPkqXM!FO3&z(h1&!cUK218iFd1;&xRlzFMbO1$j4<T~V
z%QVYAQ?P52dU(_|mTRhsnwWLZGCj=#phbD@jucTj`ICpkr;+*0%a5rHNkc%%jfG3L
z`@7QZ#YYpd-+~?aV^`WTt?$;hSE!X$k(ylT^*SRtZ*GOQi8r`5>@BI2U%|Lik*1n(
zb8;SpSs#DET-~R}SH*p^zG^g|(;qGJK==mS67UZ?mFJRA!yZ$=wH>!$H?We%hAd<8
zQGArJ;_J|rNw>}6Q;j=P^|fR9e=UHDc^n)_Y3HJhxCR<>`>*`Q7QD#~Y;bZm>F%5@
zs#<8stuD=Vv3p|zR$vJ941~I+QS^GW2USj@{djgR!1jzX;I0k@E+B5A&B5anDoGTU
zJb7iwQbKeBvHsT%P)D`Tl+s6G>;iPU_SH}K9ezKSAW1wiR7`#|DvFk&%vzHa&O2y_
z&jUI-^7PRQ;}+$7kM`X?RTc!DujMhCCBC=%ADo<4#UYjrDrUwrz63Z;Q0;^JZlVV~
znHg-6Nl1xgn}$p05~hFsR3md>CKwgxzUHgECFTeSO9F~)SXRcPPvrv(af^g|rh4`V
znlivZfdXbd>SktI5&z56NywER88uonu>5-nrO&(9N_wKfL*=DyTPOj0h9z{=8SF=S
zs(i<U4IA9;lKcMzMt5_UtZTVa+ypTXZs@=tYT_FTA7v4a<vY`5uTD9ZB*%Q_@t?Kr
zO7M_uY*X0Ib8(c#9&UqNK1pT6r$hAeo0f&IX@ATS9)}Hi!G~HUYFPxG)<tS~SxloR
zx3{;vqI*mE%o(D25@N>3x<jF6;Q^tAY6iWsW8DV8uxFIO5#N;@YDFnaJYO=ZyZ3p%
z_wHVom65Y9e^=_zDSr&#6mS7zPdA3#NJixMrsXL*ndP(LZts{hG;y5xl;9xTfU=OR
z7H$D+yV}>CNuS9zX`KF58PV(<!@r$^T6Sz4>x<@IX|U2=4n{Aa3J?#&byulD*%ZTZ
zKd|qyZuIaUa)C1h&|FOMr|xAtw@V<g9W7$zkL=G>5fVT}0!4fprl${Y1eL-WQcMoP
zMoQVx5%ltah<JvE;WOZ1$I?W$(Y>kpOdMIVitUF&q^;;X4;m;jXv0N?VMGl@=*0N)
zS-37>I&_;?N#HIoC982wb=N5?Dfm>~5yLm`J5j#P?>fq1tWdjm>`1838B66-!2}h6
z=D0CMG}ktxw5&K1HlJvbGyV0lj3@v}6A`X7w^TlQ>2e0n5wKDPVNzRum%|jSj%6X?
z-k0FLHN?O08hnTgg$FzuMjp9E<%Le|j-B`AXvaSYZBT<Dvd3@RR9(G~FZ|xrOdFFc
z!75+j-IU*v+L^Rztn<q^+v_6g;)mshK#v!2tuOF21D|8>vELkwD-<)Q(<8H+c07w&
z55_mM;>Pa!8lO)L=0Jf9@u<Hj-%z`BR!uN^NiYUI%#hyiLNE4(V0YI7>j9|8KD1>0
zohm3xs!ak@Ef#*x5mPKkztBRhOi3IWgoj?bDID+AbH_B3K5sb%8$v%}h)EiaE$4q1
zGFTwfvtp7X(3>*6aodHD%-LmO()*Uw>y|RGxC&VJN}n^cx#X92!nTFX=M`wN3z42|
zORY_{VX6Ikm&w7D^jl?FEFa?loYam>kj6|NKX2JV-GcTMv{OBhn<N)o^{+?O!di8S
zMWv|gPOb#lPpZ(A@CTXIWs{X_xG5u+&&?GX$_7>XPEhsny#-TuJqx@qh30oiJwQY?
zXGotn+PwJ2(q4a_v{XqC;@W<Z7NBIj+~j#hLd;J59p>c@=f7<924oWq7b4KpTR^vJ
z*<20lk}Y}~(wM;8J)6E8u66j8q$hxq(Bmo}U$t5CxA3WW2fm}uZ7q-X)WE=~yj?rV
zT4D9z{*_txHhj~W7@ma$3giU$V2og@Lxi3h%z;j`D~uEIsn%(x$h>!`__2htHlvPv
zMe$`z9hUdNjfOV~>HK%XqR*1Eyxcbp!&#huu|q}TRgKcnx{<;#^D;sf0&&k!5~6$L
z@)gTpJ#0b1+<hKW;bcwo%N>_jW=voGM6;m;OInKd@>7=Dd^1ak17QC9wfA1_gcF?v
zPd-O>DrwU9+WVjL&|4yVZck_nxty}+ouvHS60p1<j;N(<8pLa`+}`naq91b#8Apti
zJyIo|@jES5>w%ie2aNrcHtu`=u91M}3F?qhWYtmOMlQ|OSND7&%D&y1uDOzR%67qg
zj*O}mr|9T0_x8X?;Gb@0+(Ak-!BYDfVdH13$`SFogp)@%rab`I^<D=AKRTu^6+06G
zc-U~p53)Q_iBVKl!g>}ziXA{Of;NeFpM}1;u-R{0bk*fp@{h4a=xRAtC{hJSGFWoG
zBx_kw*byL?U77&7^2&T(>lk0Mh#D!G)#u68kT;-q^iDeY_akfRN>`;Hc^l9bUofTf
z8d6#y(3tCNVG(x=jm4KFhq#4QMS87Sma&<p*g^V1rLtCVz!Dw;Y3MO>{fiY0{4ZdC
zNiGz8H^V%0a*VdKgw{KI?PJ-hn8xj<#w!PMY{?AFFvMxK{>_E@YKAGb*k{E`Lpt2R
z+MC?^*B=;remAH!^QxpNg7?}D4B=#o7V)zuq*|pgI3ZXbORA;F4|yKFZpoiLq1&5g
z2A=FaMo&x|Dwi+A)gPmlu;UNt;R~3YZ;eqE#RKnqvYbZvkA=Ip7v;{7x0~z5xp*`L
zcCys(3>D>g+5+K~kv-nyz?G;FZ9J#MA=9q3L*mSwz2VTksBh|6P}=RESQ0Xb+GpS7
zm0%!@qHsAopEq8)V`JEm8&UuFmy6B&>-uv=4|-m@P_X11k<xdgwC~jDd->8yZdK+Z
zfS~D8UF-Ed-rk@&D@k6bqB;p}Wtp-lF;jOJgDtrsSAtyjLNDJf%kh?+1rn+4=ut`?
zXpma=TATC?)T5?|03GzIW2D=I+_qyys&<RevXw9qD^h6(uWV4CHP#!pI+m8BQqdj?
z3xM1Rd{m(?J|%1#LDZ6>l8s9uXN@q5Q=nZ5ew0IF_j#HWJ8J~mIEu_CM~CJ(^etWK
z%`wQ_^D_({_Is)})3ln=f1UlqsjDlgW-zc?<-<RCP0OmLv!&vlLpO^{p}}<CtB!S;
zeiNLdLAsSG0yGaB3a{~~EJh73j9f58Ws$;@H4(B!sur>}lg7oLIoZb&_8ea`^G^^F
z^HLPU*GLjg@Cmd%_2#Ik8-}b(!H*E!fOf4uFX{Uv%R(I!Q5M*zKTs`D-z5ft*|%II
z`Sy2;M}x%w#Q2rxuW+6@XvGjt^&{~SFU28~DxopAzNaSngUXGQLH_1D?!7(Bt&(Vo
z-jbkwscDS(RIn61BSzcNQK)Mm%KQDc9hOsu)v%26Np&OcU}kLLJyS_RLP($2I)IvJ
zU^VdDOOnf4M;bL${GF1PvUMff%M$9b#W$fH9_6>b@)+R(lZBs_gM!^tXB00}zzJ?u
zBE$XmCVCdi^(BUIp?Ui7%Y3osRk&$L9rKL5=0mqRPCY4v-*SfbUC_~Tf5=~K?PayL
zSrmeT(4#bL!t?Udr~Cefv$!y_bgt)%*EE={xo!z$%qCQCink?gd0WEN0oTyHBYxfl
zI{{<9t!+I(?e<1mbGUs>_3a_ls5#<$y+`FtQt<daFGmY}XGSPTkS5CmCG)@t$w6PO
zZ060Lx5>k2BGJE}N}<ZCifC4ep3+h;&#>9{ujBhJumP$}p21_DFVbc4<4w$=${b-N
zLEFzFvdC5WSVuKiqfFytyLq8>lxzkxz=<Q{{>*3gV<9-kPhNqO(LtMydNzfXFziYy
zdvAYb^*!>z?Pt0tv93C&f0-_z*nN%jF}{Uxq0!_9os}!z45OTTwjX%XL(`Q!?+c;P
z7-|8OwUe*`chQOScvA^}m!)S_ho-86-wSMlv;hT(01Nz)A{TQN{y)?f(E}9HqRxGB
zG|>qlgpv>C4^W@;@#@{bY-}Ec55_$>W_PQWCNOhsJIV6sMV8E??s7{csgAWs@hWZj
zc>yKu9bmuqfo`~zAE3O>2C?hT|4JL}4OsO5hBmsCDEp1em<<shqCCzsM(WljhrUsC
zG(@S*aIPI6{rv(SnE^ZE5LLVRo%56YlE)PxlYLNBw&nEUbr)I9xgDQp(d31o`?>Fl
zKHi}EQ9>hcnm*(i2yG0oS)g8Lc<#TG3vy3iwWH8?zT?C;VUz~#S^@<b0y8+HNjDZ6
zB^Gb~rdYoTWrzcpa8#SrS@w(_&+??uk%fIm-20M#uBv@ld>v2pykzCJS~MP{DgV{9
zPl7;8R(|_Z;TWDBy<FymD&sFs;YiFk=VdqKBNykA7A!~<qG2&zsNECRs91A*c{8p1
ztnT=s<QEyWo3;+P0UMOQB~j(kF5x{}3nF%bhfsz8cnj573U@!7#(jb&^_G?-_M$@-
zuGsNW$=+=Q?D{H#V4dxvpTzU0)PPHgE^N`@R|<=U#eIqvCu@&_0<P!yPMlcpKJFAi
zh!`p?vm}!G7-f$N&z-J9cnTY76TO6LWw+gRtvD7RdV=ibQi0N8`=7Sph@rz>iwt@E
zdB$b#2LVzm>C<Gg!qA;3^O4#~0yUtz=&mHBtow&`dtfuT8M9z$AuT3loN)3)$sDMP
zmYA2PH%bCWsQoFI5{7}U&R6z)yJT;UFcX7Me?D}0JQnY9B2t?^A4L8Q3T)+HjyyR2
z^i7(g;{zDxKLDl|v=PIKfbA-v`gV4%d~fd@dibNl_ORi_n}q28kI?+3FT++SCyoRy
zzE={tc|7}xcV?j^Xj2WmPD=YO|LoE(-;t~3XpuI~WheHc^o}Bo?OZy%Z{IbZZaHa+
zcnAK4p2woLfk1F)0NAxrS`R<I+%!#VTC!xnURi9Cuq1gcV9%y=>9q*Osw0xUT*vTg
z>E{ufRQ9)oxvSL)8yC>yYY3+6Mo{k_<z5QWCHjbC4^~S9Rjs!yNYY`;1{Ly59Z+iM
z^9c7Rh&#IT?r0<_CbOU33bY*I;7DwYP`z<E(nF+pE$r@{mPNv#R9{Fobq-&M-fp}U
z5CEPc!DJBP9TlP3HH*ICT`Vls+&I#pr`K-x^ml+f$|A+&9#t$h!_l^LuX^zhPcw~e
zBo*|smXQsX^816*3qg+b9`dlwag%-qqMmeC(##Tb0P&ZT#dv9YgXgD==)(+rnoa#r
z@+`|1q%oI|zrHq4Xmp`&%BFbSi6$I>$?_wV8Io%&(XWH@Xg|sM@;{KzoC50xkm^EG
zjY?kR+uPke7dc(IABsY<QcZl$GD_%Fcm>v~E(l)#(M1~j^#MoHR5p+DdwTzz>&|*q
z&)IA~?AS-XMKI%`Qds2vk&zpobMXU{Dr&K>7Ip)I>JUl*P?3r)nY&)((_;U9ROodX
z_7G6XXF^e~PA}b49BssvfWjZ^rAuE2q#B6p7=?m|qvi8Ox4|@7Jdm7eT^j``zG@gP
z9P><RPtFLhGhie}3yHZXFVT(Aa#7QAr=+wKeG3!QO*BqoO4L_%8z5uoiJLwZ|I$md
z5G_>vD^vQFdLlL?v1T3K1}J_w6U1Plvr4{|GpGp9P7zayoo@*Tgb41_yixBc^g4Xh
z$@t64(&c^%mgY_jO(;7Y?L$68h737}!|`tvSDYrMwoM?^Bp$%6WfeXIz}SN7$>pwe
zO6tAa#bnQra?kDRN8T>&qc<=h@%EO)Yj+){oYmfoMEt;+;2porR7MD!sDViVQ-o9|
zC7N22^jxEJ&ZlC{n%v5mf)+!sV1@pm6gy(=rU@`h>s#Vt*B5jB<IX8qapWJG*X!`y
zK8!DV4k1#{6d&~tP87^QJcZgjEd5)|fa!XF+ccM7Ujdmwo2JqCu;0|>P0w3q{qxIc
z-Vrg)@?ibKuWG0MZC7EBY21IN-RB2STN3sbFb0X^H~41roJevdYBgZH7XH&C-27iX
z!b1D;*Wwn0;4>Nda~U_Xi4;VUAbG`cANQMN+`A5+AdkeIy^H2GR@^+olm^LdO{un7
zo+945LO9BcC4KM=w)pUuc*`!arFi?o_Q?=-%Xv^xK(lP<3V25r`?(&$!D87ZwBWky
zAZQPURtAxmepTLX7sxyL<5o?Q!jBI2NNl%o;&E{%L8NiVB*#JX<WA}9cRZy_9XO+B
zqmTlM6y$B%pEEa{d>G{q1L0Ns*T?rwYV6ICmf@IaXsbk?D>&JCC%{!*_VKhs*9T0(
z&!>XsKRuQWZk0Rb^&rZE#pyGxXm{c&{CUoqZq#03@|;nu{`L9Q#bI#J2c3UqB=^g>
z_9Ay_P>TB^;MJO!iIuC`(R%<}`q^!3m*vwc1<9oj-&Hi`pu=q5O?X^N+6477RDnnK
zixtbp+(4FA49}UF6bA3Q9eDBg)hYf#@cE0sa3UWPJepD`6Wk?3bk3Z0;Mvij;@^l>
zRmzOX0>Xg~1M^BJ%$E<GugZeo;G02+3X#sLh6;c734qgb@W@L&fD$=Y72d6SRTJzl
z4a27}V%%OCVr#4H2x8VylL$id;}{}+c`d1OY2#M4BS;hNWhw)M0(%K_V%14_y&Y(W
z%jAQ9zeK=8{TF0s++~OsLJE8-p9y|vEdT%?td1$872PZp;Pr9bA+a0j7CAT>>eYlw
zlZxZPV)+>fKCtbAY?LQsC#;AMV{OXkCY|O*D`B@7jU~(;J$08}wJ~aeAU1(U7FP&y
zVjXZkN%fdW@=k&tP;E(04wE-e2;$H4Cig8cGW#<vgHZnBlo3#^d9gx3m6(;(LW=>^
z&1g;>Sk^kLocTwD>$oXQs1}J3Mtw&h6ln17@-Je=%-iN)`CzYDF#S2fS>U{tUnfmM
zE)JlDI+?S(J@FGbPG;9g0YI<@B~<vxF+_p=3Sqf;mx!n<tpWg8Uir2daWX<|C*6bo
zCg$8Yh329StYwC}K{-NC1uG2$7wHet|K-IBVF(kkr4MeTmMG22d*U^Ux#N@%UMiJ^
zK4J}80>9S|7B48kvd7dxq+9*}aQEF&O|4&>b`%w^qJjwIDhetnN)bg!>?jBkP!JHJ
zq5=Y<(jm#QQbfoV1TG*%L_k1@^iHG;2%(1_AoP}mlAMs_+<E<#H8a2On{U?4THl)T
zUnu9CoVV@0pZ)A-SF%G|VFG8*2=`m&3N1vd4vi05te1mMlVQ2AQy;fL@FC9-k6{(Y
za}+Aqf%{NlM;9|Mo@Kw1%b2JF5N++!>M>8*5Yn77KzkHhmdg$^=g^Yu*KrxM>HtUo
zc?eAt0OrfDH~K`*CktaHYB7Qh%1CJFGu=gG6BtLOh#`o_qAvNhh>fYuCJ0omkTy`l
zi5yi9Dm8LT@kUkkz9;$Iu~TMc&L_vr{Z3=!<H6w=^-(etm~lps?E!c_$E^m+qSnL~
zkQ&Rp*iHSch09<)-t(jN$6>rdrV7+kXbX3oM~u#osEORO0Zu-3MxHtg43Sa}+YYH9
z0b=>+N6FNG)Nk`=1X7k;4Y|HBDFvbpW<g@2<@?V6tluVD5?d^&j__8&zO%pwDJH$S
z4T8W}FaW&~%cXjpU#MpD6E%<@$gHE;gBtFrUp3q<t3PxO`+PgvH4Z9`XoVBr26csa
z1z2)~5?nxi_!2o#F8Q2$YsO*|k|PR~f(NOJOzMuOM^~jT|0(DMugkzS6pX$n?#3Y!
z47;$$6WmWFNWr2FsYv%CXU~xI_pO`H!<cm1#8kXt)rsg)QOR9QGt1-Gfuq8=U;W3E
zl%Sq~mByDT4}+UY3&n(6yILT7PA8J0OT<-m<I*}UsBj766QNlG^Bk2EPy^CjdBok`
zUv6HZ;#(Z(X!|IDL!u@OR*GOs-L3UO+*{|3*|zQ$z-BcTUSWY#$U=9z|9HfBA@*x4
zZpFgS!>PayH{w+Ti4mLP<qBXYcBB4lA#Rj)`2;>P7OdJ|Sl^zq$B(hA#|PEyFa;-H
zSR~3vd@3;YUm7!F8LJJ8tTlAILiLTiJ@|YtY!SzWI;SGgKhsKvZ_cQv2y^0V!5soA
zld_07n`kGQZuiZ4R+NOZiMZH<lEelt>RyOVQmaILHOADUe$#d0?Bdd_IOAEOB*;lJ
zTrx5cBxAk>;k+vQwcoRC*SA)vT;Vr<{=8BIY3S;*wBtR3=^#B)?|JIlXArD4l)n_)
zVk;55xHRb<PRh-gjap7>W)0(lLAbsOemCSQ-BenW_%N~{{I6AXz#j*U;I31V^4Lu#
z=zL-G&z)XdZXHKcBS^*6p#-X=nmq^OPt^1#?kZ)6mL*rX=q;gi^wptM0MiimV+B0i
zflBz#s!gWSoz{!cIKfNi+IV$)&5=CeCsNZNk9(FVMR7QL!<Bg=k)e4VTa-z?&)VvZ
z<yw@%?HmP`d7G}A#-p~};r$Nb=|A4}>F;+{5V01if(T9+EoF=0E0@L<(IDA}mpweD
znuYxp0#Ex=E76#tIEE|{%O@6ro?dfKq>~|wlo`J9Y^Yq%esT&DNoyvpKd7L=et?-&
zaROV0Nhz#0x~RDLRa4&J!xupTA`Uj@f$&NcS4|mtPs5=qcP8qKVQ%nqSl%U)hr56D
zt+XjS3Lc#aCpKYn_CLK8svC=22A;#UrA*Z*NjcjS7OWMG#FN!DvFC4)0^5`^`|b=m
zVSW&q=fqNeeKRf<QLfOJGLr<zHfEiXeCgv4pD&Y_n;uSG%Xr;(OlT5fl~z(Z0i#lT
z4=aLXoQCeXuzfm&46v9BKUq{h*m;<CswBX8hL5FI96tWzZiiqAY9?BoU1MF`e|G!+
zccOYl(V)tF(ph7t81e}I2L4u}<x?7a0b@(taLY+ST@+M)yn<uy7fji5vv)8=Vey8W
zBLDIC{YIgn(ZmNl*#MU7+TO4jA&a3GgEFy}>?`M`!ptI7Y=Ai}=w_>R2f3vX+q}WK
zyHT$d!>ghv)wG8gUpeoG1hT!2CGre7p@Xb3#i1C1B6H0%bciSrpht@cz?kSqex2`8
zc?)t_p|;3FzwdGK%)|=0%^Ojxr0RxFOyzV7!CCs^AymJcLlV7Rgr*K;crtzQppznz
z!qgU$CJ-6qGL!1$%0I34g1S8Q8JcSL{Tohg3b!st&AkR^;UbeE0Fgl3pOYHK6BD#x
zy!MxAY8JM#%(GU^Thqw(ng9!q0o69g32<`q7VkoR23tS9RSTf5BW{4JDr1OcX~dQ;
zS&3vepxHWFMU*~iTKm^3S^T1K3h6a5)jpbZlM!FnN6qFwXZsD)UlD(ww*3u`EZ>{;
z#(`nck@Bji>cJn0b9`&~_&8p~F^*97OWa-afcpxfG-k2MHMBs?HjIm_yz;AZ8Se|&
zVMr42xJs*J8)ib19h33SjF;I`G#pi^(5cp+;ySZ94_#w7V<TX<*WPdE3sloAuk;$(
z*w!B$1c`($`T)-me7HyM&D?xQSC1_<Li`Y;ke>AJvm-#74Hhn3HFQyjw)7Z1FFyTb
z0j)juCSf@e*fLxDnkN$hY2H3hl+4f%cWS-&bCO9nFfB0}n2d6{LAnEG;kmVub|pr_
zNR~LV)mI%1)rjxHLsU?^9+v9?N3nTk@Eta_va4LH6;<6jb<GNV3sF8MHz4GM4&RSA
z{^sr%yxy>y9PIQRlb;g0OqG6k<<95&FVmh>=V-`lT_`Juus#-(PphVg3-vn@Id9B&
z*`&;}FMUQDO-g?b`nty6-M2qT2q^=sd0$GMNZn-*H&hh2lpc*~o6Ri~?*V|x=OB-L
z*G`b==boGm;@b(_YS1q^X2Z&%N9Pn=#5bDA%r!`Z{91~Lb6~@l6=kN{+*)>w>x=SZ
zWCKoS_?H1E-|JoGzJ${H{mqL?Kd(qK&I)K`?;Wd0pd5_9)@fXiGE=_)o3;?^vaFwT
zUg!{Mi$mUCIe6fa8zTz})!p_{coGg7W=MHgU2M}j-3Kbw_0tCRU8(rfn9yj7X+BAy
ziocECNMA}O8E9Mh?g~!oJ5En3^l6G)@;W_C2J!#oJLfAW4!iQXn1{UkZ<6OS2dSgP
zB8!mhl#t58M)=X^xR3O@brFIxEkZ8n)8xc1sI!U>XFt&@Q{PO`uPj$0m~+&$qB`$~
zb@$!+SW^+Cjpm1s_P|~0wG|9NKy}9ZYhWtsq=T<dr(b_-I`;BS@mP<0&+;YhO41AJ
zPF;D9t?L`~zRo2>e~xxv`>l58#`(NU1a1ki7E$2}KSod`q`Rj@D-C(~4<s<+pBxp_
zYCJTyV}#y`h<Q;oj4jM<i>W2{^SIn&p_u37-J4LS*yUfOIeCwvIJdUa*g1PX3iYm?
z+w&TzrygW1A@9af|H5o<pjMM8|69!V$j4~^vT9PA3HKfPNI(Tu8ZGWUF|w<SonEnG
z|F(23)9AuX6dG07C1qIJwyb@*&C6f^yxbp6V~Vo}POWriVA1L;UwaI2{(r5KFMX1L
zcjsWLH<u7Fwj7IBYGCmKFlWU)Wk1*I5qz(Ek+z^Xpi4rseseZnvQ*UZHlSHjLE|HD
z#t@z4!RP_aw5n`Q8x^?9c>4&Cu7srDO0GVEU5gD6kdRa)m(SNX+jQSvMBG1kytQ1z
z+mQR7j#hz{hfRT^MKS1Kzoe>9v2vuWYaPI90H<pP`DXh1McGw-^dCZ#Y1^F~s1~z}
zmhKR*0m~rU+xNF8FXU-+^pX?HiGlIAFc_i4`%so6E^0_<val;vpdoa~21MFbH@){d
zyR$+RHs_YLy6QIm`SVFPu0mJ(CP5&V;H`x9p3zr{KUZlGRZOK+uSgog@@cRIlUx~R
zU!~)0B0R~Cs+u8h-amd%Kh#x6a_<SkU#pg%h&Yx-pb+!@4Vo&viwrQ63i8W%N%%U(
z{<PjD!G-*IskC~g%E2R<^5bDfv$67(!ext74(&Bxj}&2c_SbfRQYT6<aVvb9jk>_j
z3`+7&tV3@DBF{>`k>O4Rg;)n|QO4jN`|wYSG}%>-jMUFlBVF73i&ruy+HF?@$F#1@
zue!w%giz}pharg_ZYOe3!AG=|Ln?*O&dQ4MSNyJ9o|4byct<zTBpX3ftCSUa?b<J;
zceG#L3#iEYT0q*jIj~im8je)@&e!;y%8+#2ipdC79UD1d+#01;kFJw)VL#FJ`s|Ip
z0l#lQKazn~+?)|w%@8j)0TG}R<)A(z6F1v)y{h6DbpT@)>VGr+T2(2owup*RcKJ$B
zTr(SDx;oh7S{7--_Gdz)x%8rtlsNijy8Z_2E-VdsnDu&<`Op{Un})ZJl;;uh(j}=2
zyjnkM&|@bB8ECyX;gNI4oe9H(^Kq!h2ln{lgBFxeVKaOzBd%V+%@0E{3-kC|x1gWE
zU-vKod4eT;N#fMz6D3Z556Z4vR|ZWSCbYnOYKGq*aP*R)kB}6rd*q+AeUMlE^mS(9
z3-qG_M?XJt3|cr<4fRo1u1unGAz>`94kwUWCW{nf%40VPy;l-@e_{s4M4p&v7VuVn
z9BxO%KnDo=d^g0qFY>^Uv&bxUK2bjr)~G|P!d~eWBUmvfUW{#?<PYUMXgP>nv>$rX
zE(%Dcyso-?XEv*~gpZIF4P??fj(b&<5C%$@=Ly00LChrqPdV9%+c=_klzvbX;+yWP
zYm#|Ce?%<gom5_v=BIxmD&ntI=Cm&)nQ^Jq+3j>>V2)V#0&glxL?02}&EHjijH5u4
z3}A@fr6~8fkTA96I*{LH*k+0aWD7OTkE#GrYKgU?a1^6kXUFKY<~xqA9Ox@@s>bC~
zs$F*o4`sop(=tH-wb3RnFXQXE&31Bv-+OX+z{T%I#@yQ))MpRi<_=~+bMwVsqD|Eg
zZt~9FZ}Y{MEP9HtI<P%Qu^JLDwMp@Aul&>}cv`dnGI3zn62IL}NanT`yImEpyE4Xd
zBt}Mg^c6Klj@WMAp4I5h;25I`f;|ctxQ0mzMC*}8%+o!#2E4typc`9uz?S}Ffyhju
zS+>_7YWbYa&Bam57|Vw<U39v6q0=HvR8-ay@i`c~b@0TeDUM_BTU)uV(U22_64Pw&
z@o*9FVOs%W#Gkd_cw5Dgx82c`zHHwz4AXb-6m&u*OF_(XT~RV}SZF}c-D+QBHG9PA
z6QknG&8ZWS<u)I@Ov;xCzXs7oex~g^dvL9qMLGppzk<=ItDA`ScbGE*)^4@PBFavM
zsXVtHcx|CC&yecY8gKd>-BiH!poYgGw%|KpL>if;DT@Bq;{DVC5uWkX?dph6#s`Ep
z<9eXG8@3i02rt8@hi%L%Z6yLO6J(JwmXdbYxYyt$@EXxzb#E`s^4Y1|kZ~w4ojSaD
zHe#YveWt=0phA3wQ^Tko)8(5uCjyv9r0NlR`_b*=44TbU8Kyj9mg%4`W$ZqdlQn*4
zMptuKt8L<|@Qf(2{4o9;=jd~0hN0<8V~#|?<_agjgv8$BI>q^kiKR8A_+4kkEo}^s
z%t1o&0h-gcIOB4=-Su;jNV$cZu?G>~#-SVJylF=0RaPHbLDV=f_v!}=#HV4CWO&Rc
ze8_pL&EqyFmdJAYPGQ~g(J`<=VM#s;jkkiAIV#K}%Xy3tkBG2lI_5!}v)PXqASkBh
z0Do+*e1)fu4~xVqH&Zk447ZB9@$R>S1~LJB>y&#XsB|dLqM9rN%E3>ut7^~^9bxU)
zq`8lq#`VX~>tgI;eRUwWy^>?NxX0t0H{*8ectn!*R-8rH*20uMAxZwP4X{RjUN*GX
zLJNV9(367>Ir2KIWoh>TqY%QUUaUL~v)DAK--EMwH6%Quqn>Ir;K-ncqt9=vfg2+1
zWOcNlvAJ>5Z}52zy$-VhDCk<V-MWpwOq=*<KYi%AVB^XM7&O#RFNz*>cZ(4>!lTQq
zKva)9)RZ=MV{o6E#Z;?S-_M3`a2<0FHF7kGgFV-^A(pv$CYp8hK`ySpe*8*VD-#+5
zw9x6S-8SO<yGbtlGU&yN8i~<emCW+Oc#1Hi2hnehq0I?6?dGlXs=w#AXr|XEc57|k
zqb;}q%_Z~Pg>9u)x1<bx3_<q#d#2yc!gQGwz|=$Z|A1NCC^(9v@!bknMc&zT=Sjj8
zYjaY+=K>+w>-7o65*B}kD)z_ir)eKp5SgD7uGP$mj?mhzhqkq~y~uh+&BN4CUwV>z
z6lA+xD5W~21xKBqX#6pVj){{O6OghKj}Oo8I(^eYFf%p~6*&R_%n<Z~B3LXnb+Y`J
zs1$w5JHOWG1V{lJvd2pBBy^C|J`j6A@(g>B`C@-ie1C_v9IXvXnxVO`)3r|?xrTsr
zAD#+JPE&s@s)-}*7^%`tY@P{h`T0bIa)4{tlv3Dyf4v(L-Y5i%XDZ3}<WK*ITQ%3i
z=)%Z2W4T>!IyZNlVpmEQ(4Kt(HH0mx3tc8izOJ!TyB7ei|G{jxwZ+&`kHXP{)*&@M
z2K5%~Hr4aMKr9stH|!yopLd%Fut4T3cg1nZKs1V6#T%dAxNWJCvaI%tog;{-2n|q2
zN<(Ge_jU+DL-JFclv-)oi7J{D<0cNq@p#wZNM!eZA9=(bOI;u?3L-`h8y#=2795cz
z3D2{wnbObmut0?8EK5N@_MWycHrg``qJvQwnVGyF^infYY2z|U9I3->D>df&QbL6{
zk|$5N2^W193BWso1!P!scc$XcQoQu?uTEoP@F6z6!gfu;%L?+=Ioo+;Y|$^Z9~157
z3F6i^?9c^d?2e&S^UtY)oF$BY`|oX<ld7L~ccZ=fLRg~d<vV*4TT_fD2h&uCbfF=v
zgzz%kK2Ue-NFOS1Qnsw5xBtxL0ft08NqBuV|9CP&V*t_0pv>tBu3v|X(23o=Vow$*
zF>iYVD)?s!Ft?(@gKJ$aIW*ypbmpZv%&R5R>n`HjoMKVact*i&W)M;xj$T^%bWN;_
zk!>*>J<RAyuZrS%S-tY5SGzpk+vyQ`^>^cz@28cKfHQKmxmdx$hg5|lLM<jWpg7wR
z+9f>7n3Vc~SlJ|tCV`cD-iD1+c&2M+08asvAl<t3L-#-`u{mFd60{fKcKz@6_nZdx
z<@)ZB(lb3tE>;ww>oF`T4@Yrdiasvi)KYuvJILAjK{ZS%di*h~42{*WuU{Zke-vlr
zQ)fjS3#M{4?V0U<wq!uNNvrUb&-g>^fze&aIYP47l%fz2U#{>Du3gH0hSAnyJj3l^
zQC;KqFke#w+L4`cWnpJlNWDXhQY$_*&0~R_)fsupT!cUcD9*@Y1B8}CMi(`KM=0&4
z6yZ5>*QOQ)g|R?ZxS2F_MnMu)%YY9q$>M~2u>!rR9Pf;M0&U^`Sg|NY5I)&Zn-{$P
zmI9bXWszr7M_gafZI8eS9J^aaW+S{{pRz;BA0h);<2pX%+Ii9B+Ga$D*vOF9mE=T1
zy>{H2CC^KZ@O^nyaho4m8E_r#8?^y!D1aQ{uZd}lpx!`i6SZJjJ;rlQ%yV;vt;JMq
zPCx8_W&g|Bsn!Nv+Oi;a@EN*T6b?NIQR6zngcG5U+D$o`c~7_*u9jz@HYH>Smirqt
z+p(H|Dh00%M*~aQXU~1rQ7-8n)29zd4R5tG>B^<#L#ZWDo{#G~@={Zq!KxL|1%4Ma
z^a(l9>Y=vE5nBCK_f)1Wr6-xQ{_|^dO(<gU)PRsoSX#ZTKkFk<>qDAs#Y*!!J!JB*
zfwD{W9_iD+Dc2*_$3e~^8W7kQ_2;zN%G|f@7{?|_?jP{_1nU_K>I45n8AlHUh~&eh
z)_x9BB)wxInp0;`3FM7=fZAJEMcVQZvlEYT`HVjsFTWBW`|!uqTGpflYyR#t3^+xG
zKBBTMYA_)RXtq}<QOeu1&!k+|X{tBO&}V(JCmP17V=xd%b-X}m<gMT&F%inZZtUfE
zyI7ao?W{jQw02~{RT#)RBgdFCVaLxfG2bcju%zL0rLOseD@z?--RnDC%hVm#j;g`R
z)Y$?65I>-Bq-robau2$f`I-33qbm>2-zMYt2<t!aA3YJ!jy^*-ijsAAj-Ud`Ylw=l
za^;C&uMs2LsvkK8K4HgLWhfR^{>xgDD70MGyKz|myW}QVs?PWBP4D=c%&T3kO>zRj
z-Xgm5Pq&B#5-Wg%gFYzSMn|6>z+YgmIJS6)AzcKW%kv+}v=F6oF9B%*s;kCdTTknY
z<=)~*)*7m95?+9@vKKi}mG(AK%!P;}z4Htrh?&TY5X2qq(v}T%wQB2xPvK61JOfs-
zX5Y2OKPdL^+T5fu_lJ)gZA*Rmy>Ma$bq@fXR`FbW0xF36U=Oy`aLNl^oBLeswy6_a
z*N;&@ggHaU8LSj}P*|?~cU2es0gwmzYZdTBFe4<vZeaM@oUF#H@cKt3J&C$PHxaE0
z^+MJ{v<3)$1mlDOiBzP6k~vHvtstDmQX@8XCTnB@!2I{wsBqE8RWf7CBgrz+s@Caf
z>e$`5E9cUpma~@7B!LAu;m*Q#Ny1a?i2&7EEh8ON*7*^6U=bceP@^DrhJDNa8H{fa
zOo}s_oMRw_1&G$!SHLGHnF7k`oq%gd0iYBuI(>iiprpJ**>CRL7_Z-E0L}BF^k?^C
z%p&$Ijf=3as_*)A1^BS-ECaq{b`#~{7a#@Wzyqlgur-r|wCizX@7H05+QVC_Hp`FA
zQpLX!=ysEZuJZLNAjGlaqp(OXvJ0VcD8S{BLzQ%@4mLPqCO-c`1xcA@KCU%9a2Mt<
z<sH^nm&(^o#{%VQ+E~_-?cV#-A;umeyn=nLxaT)5(fPx_J$#QL$Fec1@5??rp8%am
z71H+Tc7-R2zp0F~R3hZCrMR>%WGC#7*W<7PK5@LN5(I@A54?pl4u7qhi18sS)*)5&
zI*`AYyIS-K99hGqw2b;f|C=`&)c{SkXAbj_*4<cDknM!Xh+<tWssjbXi_WTwml?pT
zMAP6k7VmJX&7AxYkT{?%F6hmopM>4En1?_Xt`j}+1IiVfQ)EKDQdT*!)!Qy6!FE_L
zq`BpY&FIa0Km{)h!>LCG2)nTF>NZlWA(;4+Kg$TTJ%UWQ!jGopwO>LG1B#W@9E-Qe
zTH3ImAOve$7=ORht}tY8fM10W1;HxhJ>d=BNjLN`L%tFIO(WmtC0FPz{KTr2Fo)jx
z;ICKqG|5MdYGY+FD@~;G@|X-2lQE<K?I&p+`HO{yelGfgpdB%}(jmFfjw!TUY3p3>
zoVGwOV}3l8z?wMC;$s+;_#X?=*An*wzpY{sO$yBUb9`r%+VZCb8`2kN>Lb#tMQ^oA
zv;>FpJqUkg*K0c`7rB_Xk>SZpueS|sYagX-&%Ah}>ydgvJrq5A=cK=kfjFiMd2J`S
zPy7j1Yxub~q}&+T$m$#C0~TNJSp*IfM)=2Y^=^!I1xyo?_P|WRIiV~}9tvPHo|mt&
z^47Nz+|x)--*Vzz@jll<@;+DoOiQEs&%xKmkASra0|HtT6T3rA0z=*(72O{j^(1e=
zII-5?kHeT0p%MqGj3w`|N~&(Z<r>r9hb@PWqxG>vBUw$bn<gcYn}&OZFKzxn3VizW
zfS9pK&T=?w)YDOLANk42ZXjnX{TWJr%-3;6!DDuT!=;_=*<=KyW9nt=g48Jw$Lit6
z0vIa=^96QrI`b$905={D8ji(mg2hG`b7!vL`I%h&)Smi<eV6`ZWNk0bE|(9*{i@!x
z=H~<-8}TB29En=?5HS>=!;&0|5v=9JF_70kTil7O@!ip@iMbbZQW)S4#qsDwpZBWH
z(kgw3Sd4Dwo@NCbOR%-9`RIw}<t63j{}lP%B^HUe%3Ezjxf&yezrtBZXIii)FT9aa
zS{RN~d^a8dX7jGTQc((<{GJ-507|pJ_hPE48)nMIx_U?SG_Ics(@W$(y<oyiOc8Ef
zfB7wColuz_^&FA!#jE*u;NZI_ZFk#sK;DmDh0Y`PBfu~!Q3Pv+2Rb}XQJl3%zd4#`
z%f)W?NpuIk@VEKcx(Q1IlE%(C;{mEUzDQuD_7Yi*M`yvi*#q`31T|NSL-Pnv)S`8{
zErrKElaM}^fV@}(0y^9B?cyKIK!QYq*f&I%{K}M89ke>^>sxdvbLP_=eVhRD3G3$A
zTd4u%+h!EB?wNUw1TT&?hF;9ex4QtYkM{!s%#7+)en$TgCsuo<?l;w9NuIYyO2*}L
z*d&1ml&~N<Ctwc<4{?0yb-O%6c7=?@K6z54etq!V8Y~FKeSn8fpkI>x^g3fvh;1#E
z8IhF{lBVGT$2+#MbEam#Jy3jb3a%CVayyMP!+pZeMeTI=d4$PV#m9CQ8->|8hg~py
zC#rJ^I_T=lthsmvXUFG-9@A9U9lZY7wA5loW-5bQB6v$$L#!c7=x$=_p=$H3=1aVu
zB=rZUJMAfW*?2`tWGf14ZWvD5qj10{ZNYRJ?*Z}!XW$}%weT9-J}9}=ztXSC)IGkY
zO*^C&!Ir;&8vLiAU>G|a#ikCMXSs|xZDcJIh}(kwnk<=6jzV)_pwv&mzz8*QleY*Z
zu7VXuB&)F-gqP{cR2#3VKHU;;8{PCWQaMKBkWgY`-aOg9#eMa}Am$g9AgCNw$fmz_
z|H8_xbD1KAT}BBwR5nI)^+J4{U@d;%w@y21X{Ye)7stuIcB6QQRt==@lNiv8BP1p{
z^qL1H^*Y2Dz1kIX@q_J!6MraG2VsDJ&m?U_Dlwb1%7}!gjiz0>ewK`8f_epW;Tlks
z(3=8PY~8*`L+pm<q%OC(cid}t@AIB>dDjQcx2{p1db4Ws|D+<!zczqR6%XAk8K0gU
zD`nI<mWOTOr*LD~j2hRS-oX9b$Qo?N2~3TS`wM2(>%}+lw?AT_8^)?@n*2)0CY5H5
z$GYR4U90R{^XPfaidDGnx+ZMvO54qBT#a99>3OEsD?`H5>=#`e-Ow*3AZuPSt1nD{
zk!fcdQUpZ4QEIhv`eCL`r;c6A#eMi|RfJR8OzP5j+z3Nr=4qAFowRekFZ=4;oo~%X
zZ=?IV2D2nE{$+AU56iqBx5q|)<+B$H8imajpa0l(QC>$InE&ECGPQ?7wNM4_z3s^A
z#i&3;v&w}TjmY;nhVQA5Rt1_j7fR4H%|9==#Om3oRHw#XPefk_y*AiR_REeBaArxy
z92PXsctD{>PoQ@cbJQwNyYBL))aXn*dHyt&O75B704)VTRK<4-&KIB$0{Z&(Tk>p6
z#)TLa-pPe!3)OV1j4K0Z+aPyh8BGTcPsZcn)>Ln4KxEtC(O0H;>E#KYmD|HLoi0lH
zjB()7M7C0YpeL|Hlq)0Yc65Qtm=Mz7q9nWn{O!WJEaS8eowjCDYg956JFQb!wk9Wy
zSX$P7xf+I3y{z=^qy-+|O|ivDq1DrQY1TjZRaKY;58Q8nAuWkQg0m^{Rey(j$G-p!
zm$7XMCEC9v*^5Dp1Wbx3XoZHnYr+}5LUaixa}QAS3rGp-CocfxY<D{TO%0-DhUbhC
zWFy67S~rasji)NISaOp(yI!)V8745q_N%g0g>RrkwrhtR8H;f-?-C91$BVo90r$EO
z$e$qSSkw(aJZzRbUHphOknNaWV%ftm)V8N5EOiI^IS5)NQravEGGkfEWySFxcLYag
z==r_G_wk3@hv1Mej*Q-XWSc;%)o1Sle)RQxz7OyN$&C!#6z=j#7qRtzZjTD``&h|?
z_Av`@vSEgv@w+~{b)O5gwb`qZx@NA_X*f8Tu~m4!O-=Xy`nSE|@YBtP8B?-KJpJOH
zQN9545)w*KcE??cSDemN>lsj)>Y~x1>B_46kK9FR=>o=B0eR6SpXxt8ipo(Ad~`%t
zevNly71Neu8|RcZ)$1I7Ih+tOvX~s>8h-CsB^gXGWcO<P6aJ!+t$*p8neq5O4?p6G
z?k}V5o~d&fKVc*Y|0phbpz!xJ<|PoICZeWM(s=1aeI{)y%rh?Y>pPusc#l)8zGYa0
z7f=>Zf`vbj6+O3c%Y3)z6?czo**$uM9i42OB2IXkMcqF+>#{}j0Fme<BuEi$NGcrr
z3K^l^P?=e+uVnQRsp|aVi$YmqmPBMYl+biS6n`r;FkHEw*H$Kbs?*@lUhjwBoMHrh
zpQzZbx>#$~SKn?N*Gx)M!9lrmbVTw;J&a?QoQ3_fteb!eN^4#;3te+332R62(qt_-
zdo7r>O7UW~%bZ9*?V>PV5{%DLGsq<wXH-{NZ(b4Vku`5RW2UID4{4URA_gf3mI8)W
z)u421Mqc{Bn&J6U{<vYfeNVRL1wNo)O(5$iI%KJalChLaE4Y!VMZ>HC+<}{y7cEkM
zl=OmhwAa2u(FZN8#KXbU1sr-vu9^gFUr9e^NuxA}+f;e!{oLnmy6(cDU??0=LZ6IC
z_-YbUcMTYWCJUGmb0Kjd{;aBQx~dt1Qe)=R+Lw0=E_zE>m9HZYU-W<GULUzwxvL<2
zTF3hI`Lv&lS9Lkm%;k`+j#V(vHgn%iDyXX&iJ2NNZN62vS$12(GLG*9Rq(l|w_=7A
z-VITL0L)mb&BVw|uF!&x=7lI7F{?y9C|cW4<o-SMZv55yEQCOMvv_<rgZ|CK{$Orf
z>y*>rAk`O$E%(XA-!xb{nBv)23dyq;89&B}d+}m9Z5hbk8CkK=+^v@cl?7pjsj&T3
zsmS)desMtpo>92-VBjSAX_>B)m+AuzN#oB}q%!;DVq7xSN9JepNsk*9f|;lRLGj?g
zquUIj_%m+}8xRTM{gS*x_152svdGQOD|>NLF<SVIjnzCD?gCM>)75BkcxT6xc{C#9
zJ}yPLHfnc7L#V_J8|ww@6t72rts3{}otTXqk(aD78ggTjC2x7Z*ciXCve_aIR0`x)
z8?pQ_^$SoVCVT=KJn-0L1nc<nhAfDElk*9h!nxEQYo!R)dtU^&7YzI2@?r$|Ir3V#
zH}vu~?1;fKj-JqwT|PaRkQ<##|8}C_TS|Y}raStAP*1|)?2F-MMs1&&2L{Ru7VpH4
zXyDK1@AI;Kw=icH+=dqGsr%^dX2GFWH;GkhE9?)nbttw?-1?K{;l$hSBYf}fuZ@WL
z4wm~4o771f)gNtgT|8Dbn)dZn`t_Wp#RdDM0lXADG>^SFgwA_1LX(6I2#>nBoh-Gz
zF^+k$w0xbt-9bo(ls$`lm&j3(Lp$l*{9roz6h4t3&x)g(rVZ`L?$-=2$emzu?=OlZ
zB<i@HonNJ@dGWd&kAMJ87Zt16Dyq}20;}*r+Z4uv;%jX_G*@=r`_1txGZUkEgg5>o
z|BA9Kd1;<O`q=>@e(N@RoitjLQxK55Rk2bhqU^P(v$091A^iMAmFC8va+j(7kTTFt
zDL>R0G;J0l-eU2-sKmWJ@A<uLw!O>LfJQD9JHeN==Uy)~vhAyK;^<el!Lc{9!%f)Z
zv91$8R%*Vz`k5o$lPy0Z_govKXpT%<Y;TB7H8_qBdxCY5h4kXNkWax%iP)@JhS1nG
z8==vJftlzHHr`>FEsSX^ihrrbaHHf}$KK`n#N^%q<Aw9OIiGY}lz4tA-pwMi^3Dj|
znVn*m5BnSm@l9MS>y`U;DwVWt673~3+#A6BzdL^w#ta=I?i5;bY-rUsN{be3(Od|4
z(KK7W`u;#xj(r4gytWz{uVZAVCA+?zNLVl5L5*r$n3?`+cV4wpWW9ZKIi;R4hoK`1
z)hS#YHM>i9@5gC|l<x66Bh(#LuIT8btI9qpp*Ot}pm3fdG=B*U*mBy);ZRAbOKKT|
zahlV4?KaZP1WflIH*96UmRL_v^ns2U5$9h#7Vyl2A^*_pw<&H6F*jySw=vL|9B}rE
zmJ(G9mM6dVYE6GVu+^0sk!PJ*Ec!W&G)0JGw^<t!^>okyZ{Tp`Yzss;=tE_l@~Wl{
zl2$|Yu+Sdp+22Kpq?71F$NEJJd&nS+-0H5Fu$#_3Q5^9#U%TaVSGZDLD3<wkLgDF$
z9g!*Z<$CaLrk|ry8SF*ryJd|c3)C#VLUNGmDVm6POCvEeAS$qGCSj-@mgauA&8Ai<
z9);dcbB~f&bP6NaBqG$I4~A<^K?8cJTz0^B?Aw@*tfmphEVQ*(5wu=gEFaJovB}EF
zg$!mC$VK4TM&>4mz&59puAqhkW<^8LD{$%t;<3X;9*!PHwmU)rYdY#OLST)h3}Dr<
zaU7d(6^FqE^l?A&H_w;WuAg^G#lCMnEt&Qk=$-Pfojm^8Vq`U7>1YX$1J(?y&yE|y
zsSDKInbz%%v54W#$~N`y*;~r+DAO(YDA_T+>fi70wB{c&#{VJUg(0>>lfIE8K;hso
zaCmQ^CB0J^uE7c-3r8*Y^9K*WI8b(`*kUmi21^23t9ryqO;eMfbX5%CXyw|=#y(?i
z$VtxHsl0rd+DKpNXmE}0mb5A|j5qwTz0@Eo%f{yk?VdnwuY0^SNRg_@-8k70TiNJH
zjERdT*c(IiXcle<<RA|*r2~Y@2{UN903+lFe>`4$QDL4CtFllo#;#{8sORhKF&_i5
z{f<Q80`jPFoM7uk)*aM_x&{riMvnYgXEAeQ(pV-&h3`Y%f!CD(vv;%jswd{QpAt;p
zpY43hJGVL}UAsuy@UCZ=hg>{H+_oJh83IiyHOuI;sXqh8?ZWl5<Dj>p4sFEAxTjdF
zw)dSkp2|M<l*rRa{mD0Y^4MYvH_h$3%^!Z+PQjJTGKu3(e;URleoI>|c7)_?mUOTI
zBR#ZJZIiR+V_)WA_NOp%4J>=(%Y?ig9J-mhKi*-?<3>Mq&5es!`l2{{NWOIu^?k8y
zO>QF*S1n<cpCN4ubf^T{x7RA~O!8HKrM0Or<L-gW>;Kam_iX#HUE{)i_X{OnXiJzO
z(7>OBStnxsMuJ@Dw9+pg*N2jIE*=UzX16EG{F1Tc`qOlR&WH3tYabAGqf7kZiJg_=
zH|12LsIBR9UdizU+GDosD|hTF*y$|W%irZ<en9fM-}3`JXMfMMY?#WK$buW9lMMcB
zXkLt?EMzbBNayKEUZM|M6YQ@RbR6M53O)U$>-qr0|4WGF`3p~Pb3CSWBEBs+8ua-%
zI9KlT-@CJD^EN>WD$cAlu17uNWY<{cJV4idc8NzePP{yq>n@=$+dlvt4Z{TdPWA?X
zdRW7$NmHgN!CFQLe&OoaYN&iNo?>~kZ6dq%&iZ5jZDhAmf6%q^eSvh3{u^Q|YT+yp
z0qD+3g{Cy<m-ay6!sr<`OBj+0g(^oORnUSHv>AyZAs>#W>wqL7x}XNjSK;8e6G+VS
zq!A2Xha5oViUBO@qOHYi3*=IV2!(_Z4}ed(W#AJneWn-v<zF`Kn(WNMmutH+avuy>
z0zmZaj=lA3ISJ|W3YEt?KV;?&yGp>%z9V~EzvdlE7{}zDA>|+|nZ8ShMwp-Wl}n4g
z$!Ii1^U_6<F&?1Y%D3Qo9_=^$jTY8K=dy~0Uy0s{%Y|x3VFo19xIl&gJf%BRmGL}1
z;E@URZow%4NhEm;V7=NK20-g86jK!NS}5i?LVdeBH=wxO&)RZV4?xMwZ%y1?i%bmL
zSQ3?NX@dZ}q`x|Ls!pn=H3iF9Ch^E&y~>gqLd!M}wLsq+tN@`#%Cr>_ixBT~;^wE(
z>Ax8%XrB>e@0oD#o&vN|M&6UVZnDQxA5b;MHFTl_B*w9utfI=MDcM9P3N2xpEP;si
zz&bo!VVBnZ&N;1(cyc!Ow{7bfB@?6sLE@q>W9$2dmu1pTFwxo4{H(rOWs!N57Oypv
zl0(!lp6ay;jk>>qoMLs+_0IO;BSS`kd9$gtZ>96iA!yVOcGlWBEQ&igwa6NGQXACD
z9*Dut2}x0<fKdi?J0<_CZl|{JZIZ|x{gfmO;V8TV!+-_k2oUoz%E8oklfMFtRIYQW
z8_TTgROq^cu+(O<gfwpmIcrX4V?+{E&nlpzs5X--6alEr2bgAbEt_70d11S@eOcu9
zJs!o0qrT14lXW@lvI{tgAqN!hb<eYS<5x$FNI12?2B&6oN8>|-0!%U2hC=zl`|=<+
zs+PaE)paI=LLGN64wyTT0H>eN>hNG~6PmT@S~#T~c-4z}t<_P`MoGTV9sVohaGF0D
zNV-`U@UX!v*bF-gHq8pdn3mZ_d++|i=dimMH8V21-H51v@e{G5d~Iv4Xv2AX=H;Y(
zHq*g%*lADU-qxYm`i1y0DR`it#cvk?1+C=#vo{I?JSWPz^s@N;R)@U4tm_(uXZ>95
z1eDQnKHj{1g<81a2a$@2WX{^*y5NKsrP4M{+{PZj7HfNyw16<gt*>n9lShyLwMxU+
z0$RyAb!Si(L5hW}!9Kb4!1qo9+#LaRY<!`h#)(B4dI;c7weQ&1h*k^UZYTs*XZ5=C
zJssnK^hAQ{C+WQS-`;&9@EAIHR?hs5yX>M&yO$LI46Y9p^)-CH#D$W2(%BXl$vil6
zP!#`2beDb|#O(FD7-pm1+F?vJDWKqlhTg9NgWSd+nSUhz*xpA3E+22e_r|w(H>YnF
zlkXdHu0U1_5BBWTewFI)-{}JI?R=n=OS%u63C?(%eIH!ME(q}0SZb4uo3zTAHYIQD
zKkp<Nv~xgyJ0C%$Zj(kqps|p%#Xoaj%IUNir>~w%wgeBHM%VX=YgI=LuJbLN7@UVd
ztZHH>hr|S+t;UsLY}-<B<0(6iQci|zG02Nqcu!7}l{v``Qw<A&!>BUrPdG^@KL5k1
z(BmU0EgiW~9#u==o;?T0hm6ojjIC&88~hod7XJ|rV^qj?BINX`_DPyppQ@Tm?ou{k
z64X{FezI7<CG7fCYow$FHg-Ooz%cTQPrAx6k8sVPj64NPy*#)*Ym_RBRs@oI>yUK?
z?DzmE#UWn4<xXqZ)=R@m(UnGu0fPZB@6EFM7O50-DqViS7$=MrkyGp%e{v3gJ^1zL
z8?rWHG+pKwKb1smg|?LHC3-s<wdb;A;TP=&UAavLn{hh^toq54Nx6OFhP&G*2yjmp
zR~ZmhN>AgYj6Lk`l@?D&rj{Lf#2U@jyE&0n*_w3e;S_Fw&+x<3q}a5Y5ao+x<`$ms
z)}~qFvHK23?zwl1^|j43lG}ZiXyI*TKaFv+%k12#`65tGVAdFVds5))P*&FnOh`rE
zQa_g_M{JMZ!V&W)Dm%)WaGI*ikLQIR)D%6Om;C0i=Yal#%WV>j>Eokb0Y_%$M?-c{
zYi;G{n6lFhBb$*<UOR`c5Pv7GGE@9|Cn}WT#J^8u(4*@ldoQ&ym~;~QaQBpNwSo-C
zDA-Zk^V_YBTATgs{WtO|bO`nDhV%{GVL#D}9kxp>xSTE`4%0^tUaxIVOXT#;d794x
zdke_$veIu=m*P%W5s$(lnRQ!Ox-4ds`RQDs%6|EdKEy=`%Tr^~M$Wo>t^-|}nNHx8
zJ{h&k`j&z5#RVj^8iGv-qGZ&1(i<z(n<0+=>)bEy4ioJD{ABq{&2oH@{)fP1pH5z4
zFk&ihFRJQJ%>JICOkgHDS(FzqwPz-Cs_(bG;D*uLaHDRvif~-w!+g~G+;n;Mg^i`Z
z<*2qcbLuA)2X!Zb*Zd4muCTeT9<luPda)llDwU>M>w2`xYz7MoWt1WWQ1l#%-CitF
zjA*wlJJA$i*GnC`=iMk%zELmo4$iTpnwteqUwEH%@FgI($DnNRSr;MxG$b}JZ^89O
zS%IF9z3u4A;Yi4%l=@?VwFhtAs(W#WB;&1Ntgyc*%8a8GpW~Vehb^mR;{SAsmk-AZ
zUFUe)RJtn0jwPA;D|wDRG^n@qS$26yI+5w9JQtQEG{)r#scH)+aw#O84RM_C;kxRg
zrMOE*8dbjQ%SlJxKZ<t`&3|g`N`g<gh7%4)D|b#=R28u5lgp7uqPPOB#8?C45U`sh
z0PVGSNlTL&f@})E$=*OAcrYoF3~#?m9pZC|^x@#b?XKue$vy?&L8V4ZIgIE-Lx|33
zde{iP;EM8Bn;0B84b{SQzV#$a_qDq|^a6aWj|28hQWbf}G)C6F$)Zv=pA6_<vgKqS
zXLq09L&w{uo8&&X*X1;d7E4NI(^A5jm?tXJMJ3LIW%%6wiU&7uoR```4XS6%Qn3rC
zKte3V7VhC-E4|2DHIJB-VjYuutS$RCDN1enI>H~v3YY}1+syNOD;rK`TrXLn+D^&b
z9kbTWj9Z_^n754!ZRF;1M9F2$BYP^X?k9zO)sZu`oiXpdRWeNQoZ-<aRG5pd1}i}C
z$z%VmW6K9j3;Obk9p0DurDTK-D*aT9HhbkTw}+8AuQ%62{>}RzK_HhSP`G5n(cmS1
zKTKs0Vs_Wv84iS&Y@=|`&uuFbbnM+RPZ;<i_*8r&^vjnZvyTot9AwwaZg_s_`A3s~
z`@^<TImwZwubr3En&ol)oesgzVxROTTsmpsd9K)3av*f6BZEs_ed5m&(FUg*Ea$2L
znajUNPFXg0P)xGJO}npM>X$6JVQic>fjxU7u`thf^O?jmEeBgP#WlCCt6xf)kN9|R
z#bn<9MO#bUnvk_;`aAqy+lc-2yOI2&^^Qq`&j0v}{nx)74`}pHjk}O99&{PTA)AC^
z!b1$HcyRcK_d`=hlI%9+9M&8m)lvJT2~mL9HD!~?@yv1qplR~+nVE%+Um8F>X*TZt
z=~ip@9HRf`w__W%Rt%mz!6>~NGwQ!8X_a|%{bw14+^64<{QiA8F><xz2C)peZ<{Y4
z({mVmW_9-YjK1ocwk?uYr*7~1<F;>W<Eq?OGhG43;WPY~Z$DmMM`(J`e_L)@XN$6y
z$Ki7iLSHdk4BR`_eUy%hWk{2rx`3O0;>`c^QsB3S{x3i89~b@VO)5{#52#262$<F1
zdXqBYghOU7kX7P*p?Tul2tb-LTQUA#u@(?clIm47mWuo)|5p9vglBBP->FqZ|GiT@
z<@`3mj}$ttMPyOC=~~UiLWEwC9U~iaDfnHeM$G6FqnpC`B;zXw?wlhTL@1bku<Q1$
zxZa(iP-!Qkw53FI<)d!b32;erv~QN4TcErZlb?e1|IM!y7b;9MXiF(gM_RS)WP8=s
z(;nOf>BrZnn=Z&-?hrLmGa6;U?q5nBC%nm?{oBXHXzu2tH6Axq-=2E(m?3(YJbv!|
z6fzC^3^CicGERQxN1f|9U}QB~`0Ki)|Ne3R&NujXekJ28M_^ew#eTVX(YQ<3nj3JA
zxIt*w*W!)4t_)Z?wgriYR91kFQT)Y&t#y^=y(YQ^+~415ivC1)CG38Hv{p=v*Cu$F
z1ZJ2g`IVL1fbtR(kwq})rWe}vWfFC)W4Bjz>KL(uD*0YbSTV}fgS>#Ik>y!tcsTNv
zsC@F0zta^RuVP<@;Ok1<nc>w9lEW022CN0DdL`-Nxu~3i<tG*T0OgScbyWU+1DnIc
zqK;70!y-}D52e+6F+unbeF@t7GZ#Tuqd>o%-M3<n3O0xTP<JSqm5V=bkOf96>0XgN
z7ur5cKGTEHr?5SBe9UiSZzfMaMtD<Jmf)-$*|o5>O2A0k1vSF2OP?FW@90#?eC3C>
zeO9Bt#lefPwrA0OOH6EeMg8b*O&hKRR<Vw#B9vuAwMM)8&T?LvmL=sf9D*|X6B9*F
zI^7Sq+b*9L_UgSQovOX}?$L`*RslJD-osXkO?){NxA`)AJm_}hify!HxN9jt^d%Wk
zb)K6hz4}-#LsVUSBGYf{WZ97k3Ux~}y64rMtjlY4<Ijd)WZWKI`2A*&@vd7KC`wC0
z^M+v`?oa07C#82uk-93hxhtGi`|Nad>^?Ago*rXnsWRi+bC9q2c-s!QhoPFqM_fhi
zEf|Mys3EbsH4FkCl>trd=v+GKBTzLulo3wt_v@ZE`I;i?BPuUie$*eE%0H=#0+Gyl
zO8?WPq!)<>)|swNIczx(eJeBUY#-;Sg{!s*4d4{xV~Mc{85;d~^>MsqAMMom8;u)_
zr$%&6LsKV?>UJt>6RViw7qaZeoo}z)%}y~s>1g1Z@y7d2>u4Ieia6k|VqVHv0@1($
zb@5ZwDIQ|5TL14iK64P*u@naX;0CvIX%j_HUj!z~H`$~vD-Zf@Ug)r0GfKYAcPL#O
zMtD`9mV50f?zZk|yUDB9PMb`c{#pe{uqLnN{(j?C|M-GC+@N-r@co)l*A)VAyr2E!
z|E~Ryp1b}Z*RPeXPB12mu`pwlTNZJoM}`JKV=-a+{`~P+5n}|P?)bB!$UK&`@ES*~
znza#szZ1VVZMvmu-BfZPdQr|%)_F0^9c|4&UQV+TZW>N15;Rsex=ACu4VjW6d1?rT
z70f`461xox%PD98qHRgx1R$Y(wPaom;BP8l7ugc(mVM)@klol{7Zm*c0^`K##d(wk
zVBHSCM}RCsYoB*J0+#__dm0UH^Z(Wb=LLs^x0|s*0vDUv$Uuz0PTx6TwoR7K;@?D5
zO#9+7oW^0vT9Cn^ikIHus9{B)b)80byUW-W5>)$bdVMAzgvbkNdFZA<;EKD!DpMzM
zhb(!&wSVvMH1*^co+!@fok!hB%|>5oK_9}~(A|yHEK$34?~xznheC>iN7F{J;N~oP
zkDab+!~x(i{<Z2okc)7`rDCbeycjY&9&ZQ8+B7CkxQ798rWaEIy$HCKptmk?M;~EQ
zJ6IyZ_@g|I22&yY^TU`A7-`{s%}8^W&RJ0&0rjVe_N-vJC&C-2YHPoIh`CgZtD2_>
zXBM}d5Pv!&B209ka_CizU>pj)6ZRUx|B{Ga3i8<f=v{7to0k{Y!rx~vVDfT5GZrq9
z8X$SRm-M}-!*9oZ?$%6ZxVrgOs<TwAL{-~fymtp*Hy)5-{$&kW1T6dTj<1v%|J&td
z0{$YI-Z772H$XDb<XovESkSiM#XL|J<j4QBOK>t&aEa4DFTs8zKP9|2o(KZ9nm7)r
zZtw)0F*Jp7blvS(KoqAMLYn=9H14QZ?7diYN9@U$^Pt+881;?(#BUQ%FXvwtc=}4I
zAnHF@#~h=z!%(ffJrfgxNE!(Yy&HN78*1e*$s5i|W4TN2&#3cA=Yq2a82UE}CVI^d
ztzTB+d;U2#%vwM&0>-z#Gc5r<anAu;Nd7k?0MrqR{(sqG|I5b&sL1w5NuZD6FLFpV
z6tQ}NA>3$0{@$B*laM&4Z6+#`pSTci-}{F?k~oiF0!P;fn6G%|-^MqX3bry%Fv0_j
zz_c;xekaLO9(q8!z9O)E1FXJSd1d5Mm+Xv5xQSnt6BifPrg<m_Oa<-uU|y2(kG7MJ
z7lgfVl;Gfb!4+aVX7`c_vw)qS_{q@eOV!D50@s-E3I$O9%Lf?bRS>dH-sUv>r>`)6
z4A%{r9|8v5+6UmKRViA=fP3<~88d4E+NM)1Ia@EMTZ4+mXWmY)nMd3O)S(~{Y{hnB
zCP$A#>?rU*Nk|SBbiJ2GzSgaPa#Ts!eK7T}Rr-5@&-|(cT5v(lXbK?QV<`PNLLII`
z<h9eF)*rV3%k(Hi7^}b1gl5qDQPV#m3j7#cZZu6^dMb^94GTcP+WPlfi>>6KW)L~d
zaJz4cNbWTa***tWU@r8veNIHE_)mW>pUNeR0=2L`CBtRZY7BfU9QHq@by8KfP9Xo)
z)Ab4p7_+=nfFT39$<L%5{W(o1E1q<d^FMiVk+rb2XkT4*rUN%WQ-BGFI3CNbiKo)@
z@vjzTuiF$sltO?MQzuV7g;-SNX#UCvVA63uQa=-f1xT5=PMm+Doip#eRiO)cfd;0U
z<56$B^N@$mx55~YTrlRSbfP@q9av8*{LV%KD0PBMw`z7J+OMBJ4>*_Yn5Z&susr7Q
zZX<^%GstQ#W4Z$e3Q^Ye|81P9OHX*XzmId<U#o7Wc_QT?yfwEQ6X8J^`G4a?{GVC?
z|M7G6g1Nvkdf{DAfeId!f%E)0q0DMGhae9*9miI5BemK8@~QASEN>l6xU(v_>3(ns
zc^Q_6<zh}+c!-F~Q>}Fm7Y<<K2IA-V*s2iR5GI7UUFgFW`>rMinoTN1BzZS)%9DbU
zRJkU-g;E4~AK96b-DyTNqX>2`73$!-Eoq-2V4;SbiPTu{jK~MwaO2Lf)P}xdT7k%~
zFB_eT%CfJ$`WhTe^_*l$S0!+~MD84^k}|pO<;v0^2Yxu2_IY6=xWPmpQWgeP?GQcy
znj?)Iis+YPH1-;0{XRY<8suGj#6%l`L4OI1w+h+?&S4iYwX0CzJlKHj0Y`_iccTf|
z^IXmxaqy_xZNUZwO~#lg3q0;CvSN|*;`5AYoH?>*nXt1;MEKzfDsn)qHZ%b=Uud7H
z!*9^)z#SWd+Y#X}J6c&v$pomY3V`H5o3-Ec0TBs<n4{P=sNK-yg3u9IKsAVeN1qO*
z2ds#yKmpb7Bt!xde#QKoJCT0fNOD;a0JIFwqJ(lF;d&FiCI0^3-ZJH%Z)t;MqGos?
zU}|}Rfx&iO$QBa?BkJp)Le3P~utH}2FE4RL@r_H5Ht$bbwE`+BfJ^Q^P8AWs^w0Dx
zHV3g&Mw*KR=e$#f)}eA)A&F7v+RV(taoQGCYX6Zw`yQlc>In}F$9nfmrFkxM?QC@W
zo@zPF%O8&Rl6y(zy|{A1e)<9*9k`;6$Rsk=L<%_Iwf=HvRaM9{)J_`6g5U}v<kdES
zoYDXb5lEKm*Wy-msj?6Qc*8eMmKoE-2o;>8qK%6GoG9N8;&%M~Y|+Oh=-D4gJ5e)&
zm22KPMz0x|_Cd{r(sD#O<mJQKEJSBAf)ERJ)pfKs7rO3zhdqf@lZx9A)x6U8P=wbk
zS5JfiP4Ma(?~8JDowwyIZglm7`p*@O1?9E-lJ_W}hl{&i9Yq0PDbT09z;e0A`1fWj
z4)fm)@;9(755kSWU_>#o|Ao9akA|}U|HpN!TWOIb2~8zQLJLWlxmzVMl_KjTNl26I
zjJYa>Y;#KpF_kUEM3$_Ry|PSMv&|SIV>e@&eXf45?$77F-0#ot_s8%2e&>6>=X_7c
zIWgB<*Xw$|p0DTfcy2;A5OS^3$SScts&5Vf3b|K8ETBhzI05~5k(~q+bbx*TOFt%V
z4)GU!fJj3q(Btth-UV#b@SjxME0|vf#Q1+rGa24>LNs|P5D%<XvI1H3E(1`%;qR<?
z26deh9sN5BFvm*NQuBYU$+M6&e?2Ke8MPb*=0u#KE%QMU1nDM-49*y`(N~H;bd{n9
zXiZ51hk<I#@6-VYbNNOr_uIF5_{Q`?Pl)FL=yEr~i;1Iqoy#(c)F>e1gizo68JP#<
z^$;B`I?U>8@awg^?70;k^T+YAz;U<C=kR<m(1tc*0h1K@IA}hJ#1BFcy^uj4atuky
zmG%V-;(T#LO9_-z6vb8@S*FF}uH*!e&#@DlALRGjh9pr+Lfh^oLmz})*bU1g*B3rp
zH|50zK_8cq3Wx;C)>l!F?^uyK#YsN6^3k<2DibsnkqYaa%##7}(f~CHnWO!llgtoG
z?|7awXEaY_K2itss~i&%;V#QI=A(KJ2EbNr#JS*%T>&J&+~O*x%n8zkKP9B4Mpqa@
zblmiy*eI9G-&4KM;Bt>uq6S&$-`XvxOkU+?s#8!3yaZ742|9e$Kj7UrKyCMBp{AeF
zMDbVlX9LLmc@nToz)@KBr`5xs62TA;9Nyaj3XL&_E$|8+ft5pFE^pHEw<I=~>u>z*
zr|lXlJaV+r6-r_vLBSJ2OsQ}zlnHm)Yg%nV8(s!QMm&+0?WT)YTS#1EBMMmf<5g@)
zII062d^`Zj#!?ocVt44P83@8dBk5euDy(4be?1hzdRe;z`WDznp6>?BGvSz{1#7@Z
zqK)v!0uWQi0!Ro{P(P6Z4NO(%M8SPvy3Vf)?YdgMG;u&%gBw1&x2+YvPJ|_ahF+YH
zplvYn8bPg@g7;u!g2e2S)w#ED6aGn0bpi3*xP?YmN^+(S*HH^sVAtfBFH@JSua*O9
zKy}C34M(s9?2>S8FK?36w40TgDt%t4uP(;*5;T&|qhYZ8l}o61;6?0yJy+;#0&i9z
zkSA)UY20xvY?>k5mm^+D7D>TtFyHma6Iwt>qr^pD0tV?OF(OrZj7Q@=k!RoB8RCl6
znU)T79_U{&s~3Z-yx2Ew4mvfkEbRTvtfZ&608ACZ+YJhjj2V=TJpWUD=;m4c_o*#$
zL#fyHKsrI#UvH9Qq8$&u2Xaoytdo*YdsECuX|Uw<xDWB~B(;NXbpMoi`QJMZBEau7
z|M3FX{^v%a{<Tlx|F%tM$r9E0->n&(TB#C%(kz(UeJR5JMSg33oXO5+r&=Rthy#$N
zvFAA>QjG|KP9+RY1D{qDZ|ZUtaN|M1VJk4>S8j(ZTG|Gbk!PFW8<@W@)KVO82|vXA
zwT;ks`G3&w9aR62_W&d&FoAX>TS5!wh<-iPgxW9SvQ7$rD;KW<B>yQ<wh9bJl8D;{
zc!YxhqgN>Kv#y+Hqt2KVOFw{kO}Qx(6fA0}YJ(!p^4xE@V?0#w2zK+7<AI)PH*eBZ
zlHco|lsOsglZ)y!=pfhmx(?l8t5NM`cI+j%Wck=##mn!$w-{Whf`%8CjU`8qgt~yY
z{Vkxc-ZpKqe{x_hE;wgs_!Yl^k)jYY1XUvRX1?OOfif(hoXJwyuVqV^wPU$55Os*}
zhzp<_aS7WVrC6xzVN#WRdzSo81Sll`1*<-*A-aA}tRLy^b^~xne%&qdWiWsu7W5xi
z+~8!lE}fK=!@d4fB8@u-X5AlaxB?V$SSqNw3j>rNV59ngK&OyI;4h^}l-SInZy2zL
z)c?5f->;Kd*7C>r|2qD}P{?VTv=wK;3m=I<9-wTGr(<{C=v6pFNxe5^LD88tm|@HV
z9UL5(=xOx3rOC#UXY+hP;NYE{K3A$-*C(F;suUwzF&CLm;or;v?I95OPaL1WtnA|r
zro!XrUoK&IXPyJIMcsqx!M<YqWH*^40xemqRn9yMiE0F~sES4SI)>*PmJhVrdVN@K
zJ@8ga$pSipzYIJ(h?9+(vYo4)hrgrfz1v7)WnCKYy#8PA&Ic1X1RA4>-$1z@l|r%*
zuy*)Wck<HRE{J~MFL&vmH+cnT6;96qp%MzKIOPG;sR10KM<7K8I9!h)W*-cG9S9dB
zR*|XzR~b1oT4uCqD_}*BpAxe3cmqmqcKX+r4T&i-{p~{?6A`I!Czx}~MLn#%N8KMV
z6}iTZ3fCB*4G+?xTuWw<sJf3^O$nuU`YK*G+16B#{WV5qwr|j~;c{bsHqP_BgOTBn
zA8_p`b|&N`9GZk+!cyp|_j4wFlaS6bcb(^+W#>hr-G}c)rf@05Hl)tkt=vTgBB{<|
z`&&5(wnEE%7>6c1hgWZ<w`x}9(%+ZCZ60(lX<RyB`;r_s|H*sALPxEVN~2|l_GL1H
zCpCDD=hWMWu7FaExv+{$E=T-ooFb0;i`e5PQTt4C0JZO@zxZ%SCl8R)3Hm#+`&|FE
zA({VwlUwFLcE1EF1U4HH!w1{!j`&}``~T~f6Am@xjVFAi;&6$<*Jwtr4M<1pY0f|s
zJ1Bh#TEN2HS#>W6=V*K#a8&X2eV-6M|46%(_*Y8iI&O>nL42p$b}YyY#<0>wN7?fa
zSEk!dSL)3@Cy6P?6bKNEvU8C~W;x11E;+oRU9;YNDo-8aP*(I0h$%C|<XH?r;eSf>
zPlINwcVWum=IdK}jES(>R?@Wd*ZiVsd3Gyz0b3Eh8Wxx?V6$2&k8@9UEmnB*C?p_~
z69*WlM`WT<GCI3y0JLnp?k_p_8m*92gqqEIu{^?KJWNzSkde|d(%6(WjZQ$d`-$zE
zs!l@=gq{@9wZ;1TAj9o9S&?qWI}<umi?#Qd%xn_d|6Io)wDH!F$`oPcFY|nKIu_CB
zx)~KgDbp;Om6qV8Hm>uL8FZ~nIzZpSMm^3hjTe_kx2wZn&;7_{XGE4I$Z~Rp?GA@|
z7Cl93e@mkK?bib(>9qR+@5DKfyI8%1dn|-G2_7;VBq59hpYnq1RA-=aZ1Yjn#7?@M
z9ZATTIrvp-NcZ394l-g_@EJfh9x4{1XDSMYZiA`^a|{{?;$7gs{nKB+kfX_k%*Vw1
zuYPc;3H^i$>pIyXOQZ%mEp78ie5GYQuo=I_DIf|y?vJ_r)*BHjSTHP}CkPf%c`^^m
zi36xruq+h__m;;?73BG<tL^y1kvw9q@TSa&@eMFx-lm6V{;ERl&|d_U0Hw_T$`q7b
z^k7(vi1Rb;z_JbmRw1XBqy;jywNbr9_?goa-Z#OiW08DI|9AdSeYWxMgm&5h1-3}y
z0Jrj88(DztttIXHb-g}3Eb6CN`{1AUeMx;R0r+o~ThhLa?Iov$W7fUTl5)oJ5N_)O
zU)rE0=PCPu(&LyyV$K{q=M(|W7WiMbFPRnJA@qL84MzU{IoG$w75HH~0^+MH_4o^b
zd~~`nvxhwL+EJH+_+Gp5tc-9b5eu5;>wPcH?gCT5@L2@t@`&<2%)-Jw(LOU#oM7Wd
z?Cw6zAVk98+1ft!+`a#io+vp|pvUL~HWp#idtVmq;nNj_`Kmhgg~}j-=^Ofj?OOf|
zz_AaYk4QP5=y=4_$yU&;8R3^hO)_R<bmZNi;=_mLEi}7tYrZ?;Va3mEQ44w+LV0Y2
z+tW+FGykv>z25mX&u{wTZ3usME}oyMw-j)L5r2j33qpXZbgu%d(c4DW{o~}0WNrbj
zpX>C;>Y!~~MxTIw4F(4hGCN8L^VF#=EYdhQZ#PJ)2C(8{wTVdQg8;d8)7D>&p{<@2
z*LY8~>aL)pO4KO*uq>}GociY<p)gR6j@yCjysJV4Mo$G8nd|V*5y9fmnY`v5`E-?M
z*{}@~3Eg^uhe(rs2`9{m6N5Kzi4my8*u49ftN`N~(}cDG#WL%0O6*k;5>o=cxpwD4
z(e0V6zOK2zQjYSfq?1P|@0Rz72aMW9qq9A}W*#B}nbo2b>(O|5-xZ#QBN`ZW3FHM2
zf8$U(A#@i@{eh7xUE<=8&f8C=l2Fr#{BrS<2h$r@Zxeec8|)l=dcjmXY6)p}w8f}P
z&RSk;$`<hBl&RnBSdgqsvfq*w2?>8Gt%4&K_zC+GX9X|(qeZ4U0VeeWv?x9K_Sj?(
zt?p3u*U`QGe)6LS&2+*C!04_5i=izm80@&#(bBwG&`cPAi_hSI2}jLItS^kFO0o!a
z^$kH5Xx#C8<rj01GF<;V*!I5fUL5VMFDU&NdDos|c<Vw8RcCRgjV&rEVn<@b>D@_h
zft^*rLDrl;ZJy_iQPK$hBob(ybNuG3bvgPkPDAYg^A})48#Ue)R%GwpbtG*vgm|q!
z=LGv>xJ@DctLY)*LZ}WY70ouy4*~)uXB=@(?D+5pN=@=}9<gSJ#iyKn6JNb*E2}?^
z`uw&3Z1_!`qFNKkPk6N+Du^Ab+}@ehhvum-F<GG>kNlKaTf2=X_wnLpHy`sOYi-g{
zKi<+&A?l(H=z}1)Mud{J9w?(stUIFAui72ZQsaHXDCcrZ&$|CO6n_^D|NQND)*o*?
zEsM9mB3e=kHpMKTK&5`tb!E9WLj*@j4NkDRexv^3{sB<>DwWJZiP>Y;%f7eIzds+Z
z)zr<KYPQCExj~rR$zJ~|6KBj3vX{l7dGFP$&g{u~=k5S-1|~bbT)4smw9_1bMoABP
z%`5#QN^W$w0BlTa?$s@D0`3%gVB}ea_Bx4uX1q&ph?!&L%aKi*4T3qsU<&MKH1d~7
zdjzfDJ0r_OM~d(kp+aYoVz1fCvOXWpf}Iqh8}k#9CwgKZhp9fw5S^UOn=u3(YSqOV
zs8LgPD#w|PyS5t|#Addu3+1X;69r0rT9_E+E3j_J8~md6d04LWw(0qQmz)1Z959f4
zQYbas#HKbPo(da!ty86hvfp!H${z?XaF`IXz*^iy8SJEVS+VrtJ_tVe2jb4xzZXeJ
zHGoz#b}mGYDKBlO(O`Sl7h|BroZN{*WB(sPRs_m|Yg}rfyN+Orz#Q#kmX<@DO=QRa
z(hge-E8I)Px9#$TXF!Xn_=3V&zzY4E$}J<HJ=07%1Foh_QaCnM3ebD(M}R0+(6zJ?
z!qI-YUs9#HD6-3S_BrZ4mo36PcCn@(2^)LX`Y+Y+&;6HaC&geEAo6>C@dIF>4-N>b
z%i&WX$-@>BTntlZm`rY*()?jgtpg5)^z)@{D1FESB#mRfx55oTO-u-F1=UgD3t%|R
zqN}mPH-Q;u-<`h<6j`RfZCds@Zie$>73ZkF0#Om=G3?G*_cS0y^VVR$whozdQYGkU
zsi#rDpalUlcYM0#AA{{!CzdaiT=?^)3<Vv!F}q0UhVP{AkxW%`Kv@inX+w=fp@##B
z4(8<HbDEx98ae+;r(}vO0^yUDLV^FlCuC{6ybtBe%~=b)m3FVoU&`v=_5|eG%fRZu
zOEQ@?8BHAf-s+sC8KT+`%>CCjq8~z|9O)!307f%$drpYUyd&e`d5{8M)v_*RnwjUe
zg;I%e9si><KIMZ6E$LGvHn}Tg4yQ&>?kE!CL}%ifr$Z#`@7e+rqHMGmEiO<CQL*`O
z<Fj@ljei(=#rm!{8&F8%dh)uE0#Yh+Y3~Y|lP88QB3;F=PEZsYjI}Bq0%8Z%2j`%f
zWd?K2hfHz-;l-%#&?N_G1aZFaUC53LQtg<Mwnp5M*l$QNC(H9UG2Z_dPc%}17if)2
zf}epeSmW|AI${mPi8|@y>n`jN4-|fLY_I7JS+!nHcVE;$Ss;V+9RGEPKN@v&nZTR)
zZCL`R!@dEAvkh3%^&3!X<l^chPkG@Now+t)y%8b)jYKY|7G&UheJ)<tpja|3JlZ5M
zU-X}xEE3#2t@bCY%qe!jSN!6dD8umFAa|y$t9ACJQXArkSGRK(-v46Gxho2Gc-QeE
zvfRAK@2Za_eI0x99DB2b_{=lXRrls_fkLN%hjWPV6!rThxw3jPO736Xa?`!GK0VX|
z3%(Os$Al=EH}$pG77awYUBEh6@pNHEfXE2&JfU}3J>|0FxC%HOvlCxX%x|-c$d@c?
zxD(x6<}|D0`2$_y>P^&@h>wv6Q0MsjE%sb}Yncnopb-S|I-4XH74XEcvH)HynDNm#
z^nw5T!K=DGcBtu-t8Vph%yOo4U!8yXa@{AamiCQw&A@MC4>;%I%5ddCZr#_NkmSD+
zXI1;r<e*!$C)8aw(Ulg--r|_+Yrd@ZB;WIc$h*!0MCX{;?lG(SPiq>iEV6v!W$|_v
z)TG^B*5jDptC5M1{CZ_N#fPhw&KIij*3|9>aYz}T^84+Xybv0udWUPPP@kd*@DKO|
z^l^IhL%H%qT@z#%i14mYzSn4$g6V}_mjW01e)zdg4~-m*G+zjBJeGX?|FKl-Z?@|R
zv&TvSdXG=<!!(5JcQobut~;vyBIRBd1>rvo1!~_CDT@o1ZnAP_s|p<CYK&azLOT%W
za=vi_A#Q;f%VLeX=c4T%ANQ@r?M|7_%eDF`kt#aoyYwdWmDu0l+?TsCSGyWcX8n|C
zs}FD9oUz}?<wWfEE#>;weU91TiWwr)BA%@96c`~x&j0Q}ov<qNx9amtRF|_LteX_w
z0U}N37x|<G=M3~LwCL;b7MT@UGX?mmjKry7RZoE^G(;v(1VR$4&a$;i(|Rb6;NOM@
z`ad@n7LjP5oUz=IvzEYOvi|InzUpgQ0DXGgx<GUBO=pme<1v8T^y?U(ja5APiYqho
zih+(nZAPlJur)`=j_Eye+@W#gN#^7ctW=x}Wj@p2-+!@I02LMSX$$x(%~#h&skONz
zxE%IXH4CiuDC_hq``k2a=-c%w!79lN;n4Tx1^tipSEM!6u5bE*)DY(>2@%bR_r#dR
zV%j;jz2AG&iTDz*>;>gb)>=U+FA}B@x2<i4Hm_hqv*p;`sI@*aoBxpbz?zS^UAhWF
z*M|O-K=>58$5k3kbw9OLY!|vs9LwB<dI-w}%r~x*!}H!=1R{qVF>mprV%-*lhF9IV
zmAvIqQfy^<Ziwf|*%I_Bx8yMMbHU8YV4!y&sEP-4j@O9GAbeheg>!ZS-g)}AYjkh1
zeREsLf4E3Ul`=^)ag81@G>${SGSvVNVr*W)mH*}T2-(C&fqDZ_8i)}vY1}NYE}Iu3
zI_T@+9pc3W7ZM77spUVmlf8sD@a>892YyP(T?f|dVuN{YJea-`cHbC9CpQtKKpBo}
zpOKvLa7WxaDte%BhFM~YfRp(V`d_8;{$aODTGMLIMTRxfQoXk?Ug|2DCElqiFVo>7
zza28E&0AJ0R^nV7hF!rhJ#HjUF(2QC+FG&}D?ho(oqYX%)(iiy)rFJ3lHztD`C)lo
zgRIdxPf%KaSkcJnK)X7hiy{^nb0;~;Q@hTIQ(jy-e<%trMJW`D)AyMBi`ORPb&uU@
z?~aGn`pC<lthet{I6qhat6#wkZH6Yqf+-R!z+{!Kdb|!Vq8GpSTS;bFO_$|aavCE}
zrMZ3b_l_R^jbf3-&S6p$f^@CugS|ZRGJwfYI)|wuRiUrwH(vPYu+&HR_ikUYf8(+0
z+RIjDwz`u)2>eO)=W^Gf?ZCvZxAATe*&Yru$SFx<lrN8kRM@+|`41#uMIEo9WxG5t
z<ke6Bq4`+jF{>x*o+wd==K7V$!?eg3yANKW?e8V;axmL&21-@^g?bwx`dv@}1e=18
zgLRQn_@V3yri!sMe4X=&M`<E%!b!3XIg{cS%fuA{DHOXdt&+*v?231|*Qlf*A?lo9
z9n#_X$i01ENv}cF!L@RRcFlrQBq$%0$_e5rnD0}Lhf9x~zZX4rrP(T9ZIUmix~RmV
z^!X6i!e2pwxobqJ_>7W@0=m0U8~i(ZR(4M*b(!-5g`T#-?>ab~uj620YH~T`0=bkn
z(^VqLhW=o{DIk6&>v-B?Yuk8IX$FaxAvoJ(Rb_~k6uE#&k%yQU-m|2l-|FS(@0Pi{
z-~W@U<KR%CW=E3?FH&}_rK@-uy?_rZ$|G1&GxywR_8u&_IXb+w(`2B~Js7b|6eP|B
zGh5zFZsLW1JXV-R4>3P-5|p8sl&Y&Z#UbX(&*NzNM}>r#H{Z+=ZVg6CVWWwYPE7Z-
zG=Sq)SNVx$c4K*aDfMq~NwqA6nEm~X#p`Zbo_?Rw(jbWI@%pH=PvRVv$U<ipjKG1?
zCC`3r5zlIqx1^C#asKd{pAvUdXkqXHUWL;QxS#FY$P8@Vd+=?>G+bF!uv)L9vRok3
z^y$i%_uCY2B<Z>}O}{SoBA^op-}a56G^8a&gW{)p!Fzb^LI(hs#$;Y<9liQ0%pmLZ
zy+4OA!03^6Ox&~nbH?%=V@^E%?bFA4?R%R^i3_13!Z**c_gkCil4q+#niP&%F8|c)
ziR0~>pA%1N{*;K>a!dVufU>M<yo%JN{r_+)B*$n2k_<`&QZhTH0L>a+o|keQS1dJj
zKz|Ab-1I=jD2WcF5?O%d9NM2~Gvv6fz|5?xXUU@&>1<5Vyn&jPebtU&tM&VZP&6=u
z4fRKQ-(ft+YjM8WgBH2E*68aoE91&{Hbzf_naq*Xgtgrn7e{{RVNv7^*T)-B4PQ{U
zf-KrI81p4*c@ZJpU~d=j4Cl*>^Hj<rKfyT|o*oaG-z#H)TFOfdyrlC~7LqO>Nt*De
z>ufx&e-S$=W-Lia{I1DN{VHCOW&A~BBTZJ_J6bf1I`<q!?Zy-1C<c~k?!K2mVj$0&
zb1zwsJb>a9vX74pO!-ybz)rs#I>Y!WvBLy&I>mq@8TN33$dqH;bAQ^*{GP1g+1e!}
zhzM1TAz7ro@23tACiY^@MUHt_jz~Rcd8nyZyVT6#7(9Qz$ZYns+<}4WdKm+971^yx
ze<fEp_p_}ING4VQ70rF;#aYf(mE@u%dP{_Pdy)v(;=XcTO1M1I*^$Y`^bO$(6(ZfP
z_Z8)?MOjaaa#Tj42rEbq2eI<aO27I#80^=x)cu@SAD4(z&8885wd{5bNY*eBd~Xgc
zIeaXC)xIDMSzOcaHy6@^`6J}{1*uj{iRK?)MTVWs<elZj#w~N5pM>(Vz=xf<UTy!Q
z!UBc*%C8=`D7{)sWXUe6Ws|b0Z;k{#uBnf$J@sapTI6+EM8PMVJCqp@5xw2){3TPS
z$D>Qmq%*!lDvy;T41zaZIPjN4$9Lt#^PIie2>J{uV|NV00Wg1wPwtM8SbNzTg+GzE
z7D13@4dzO{!4Kuo!;y`(w(@tf%R4m&GlGt!rz~{~9VIDyZzQ+5-#l2hJv-hSd+YOQ
zVQ%Z0t}ZsxnRf<q(?WmThK@uk;7s4KkEAU&c)bpY+}qe2pKF-Zan1H*dSC+Hgj77L
z!75d@XC;Rzc9tzhXD_+w%@tItXCN6*Fw(7hiE_Fhg^D`mitY28;jQ_86T<XwLZbk5
z%V8dKl-wlq1dnjgY&urb+ne|<EY_iH;=W2ODtwI;c7&8R`odAV5OcrIX}Cx25^Udz
zULv>gNgEIL-#B!;YUd{=WgGGv&EbchPU+&bK#gOZ{k^rh`eZY$PmeFSBxpAUvv~*|
zF8dPpp;NOW*-uWGY^y6(FmU+T*<?wQk`D{=2q9bQzB+!|sni1G=;t)+mp>Jq6c_5g
z$&QD@kScDTnor5QsP-lw1qlH(_<P?ZvcAx=zGtVxJVV)YEY|`~^X$UcpsaJ&jM?wB
zec?vE%2dG?XI+9rXr6*4p_h^?)qxo6vFM_FDxI`|(u~fr2912U%uNuZGy`Afc;idj
z>5_s4tt-)cB^T^qX*t$(6LPDk9OnrSn?Gf{=lxB&^L>Rr!O2=#2Y|hPCix3$hbagu
zxFNWjle~LAMfw>?ax53A9>F55?r{f66s`Dm;wqFIVU1g-jpKBsb>v&B`q`U3Z|_%>
zgLd>LzcOb>f~P0)?nb+tr5HkBlGVxRJmA|*zyN8e$AxD#>DA-~4i5N-Ebxg?NJ!!)
z<y4|lbV_QmPO0COZbnYV<|CU4wq6&ql-_wU6JF!9p}GUrznzI^tB>}y?I<JprI<%C
zp3}pbsj$#L92QxRDcd}GG-U%qS@-b`^*-)hIe4PZJfdJn3g3EnNQ3omO3;=}<KLeD
z-(au*bg=&oSfGnAdDFJ2a6M1U2FGpC#%aH=Nu}R9rwq|$D1`cRfa^gYCt7!|8C8AU
zY{hY-If4Xz{jML~0|&?bPzanGuyptFI;pDI)d9{UWpQ+jT+`mL5L8oAy#4t?uLXcN
zpZWe%;wWjtsOlrEl=V2)8FT2~qf(0lZhFBE!CecJut(X}%Rp{Wal;G;EQ8dHK?Hb!
zerq+D(`IREeoY=ZcCQ0B&hzPfIVOy%oyTCFRfnp6aY=9jkl4UBPioKyLz>+ZKmr!7
zXU;37)!=ekq@psqU?mcN>sMZVNx%R<i1R(dmg>><I;35aSN-M73;EsC^?sHMwF96h
zI=9}AFi_4=HVyIA5otibn{(36FnD@49eyWastEch2MtjZrrCS^(G8-+fXHWjFJ8h8
zej%e()7!@J$d8~~rDYsXH`~%u55ZUX{;o*PtBHFPoF8o7^;+i~eDzY=)e1{TA#I6f
zPB66D=G%Szgm3a_+%+GwP_9Z}Q20v#c0?n#fOrxnoT~Z0)97?TKrrZCRGa#_477gA
z{A`>~5!^yhd?1eI)2y4Z+e%XmHK3d1Cx|U2vxv*=zFCz$rJ0JC;2zxqq<)#d;=*{$
zw{J3^pbBb)B`2k*o>(#@UV*99d^@}4zDDax1&tr(+e{T<Df@1<yUb`pBpw;i<;Ww9
zrlR`E^sH~@mKV%n^_~nx^Fu8liAxIDVCtfh!gHN&-|3_;OD3SandKPH;?@gH9vK<l
z(poA&A~d|XW6&t@`aM6>mi4;MDd(Ktr<~*a!aK4P{j8sm{cl)DAcau91wP6eo_j16
zsYjNfmbYW`Z|N`EqF2)D@g_=Ogv024lt#;a+;KYk$vkVC^ORT07}m7txk-B+P~37g
zZbpYFE+^tCWYCHmMv-gpBe^^$p$1Qi?jL=P&50XDZ=Ry=j8)uev)sy4Hz#o6F^xYE
zmH-6X4$!_Znhegx+wDz2L*0OOk^jxqok>^T$1+;cJQWFiusbZzN}4^)-hvKCt--0h
z<OPqkgcTai1~+ZfPFR&O<qcvUt5xJg;-3<87o;Xp;YNBH0cNMVj11`Q$CTD9p`$*P
zl{~<o?Yw_%-#?m)xNcQ9vVt0VBBwk~E*$1`iXU8O=Wvpmh!2BoPczJE?maj?_lLWC
zQDj}j5D`)L4dCQLcwF*u7JB$8u;4!NXBxCg`T^wD);5vH`%c}8-5<g{G@Qr}IOZOP
zp9qqD6CZ9l<+&%44==vB%+_^C?fRy&>qJrWpLJZhv2#n81I6Fd&;R%`lvQzbYTx9P
zlir)pvWmM+PK7L8ei-~{H=}4(ZCvo%>1~)Wqr)%L%o+tHpFLfjJQSWU81^M4-`sjz
zH>8Kp58U1%DHG9n<sx<g^-=~LY0d?(Qdh*981&UGT(bP~n{xMom;BzI!yjxvLd+De
z8epV}%T|h74z`%d8y1l1gx&-FK6jtR2ZL0fW#nX`WcNRDpZ~Vsn7*C}^FE)!b_MIA
zhl{2)k4HX~RH6^6$H0PPR<gN{SDbCrp9BR-U#QJtgf~I`OyK7gQyP!LJE$UL8Jj$_
znBO`^yGm^tx99nQaJeKf5jHTHLc-$AQ}V?+*AMBc4JNDB*uExv2F-MKnS<C!Xw%;B
z;<dbstZ>fl%BTj^X8dNJ`f>57V#%zlg*9!f#*bPgHje#Fk8P0dnwrV#aZLYndB*q5
zCqa~vO3!HXrWc+U`o5y8(lzQFGl?%@)i3xRI0VmyeZq6!^r%dz?y#S^!3{HiG68uO
zhiwtFH1pRc_q4t->;KYfHp!e2hVKg|K10YN5u(GqdG>bHLvk^<A?CMMv(BtVBU85Y
zYL(Ga0P0SS04Ei&-$_^|PGx#2x(e}p?7OR-?puC(YobPN%@%?Kk<uC;Z>PF!O_!;c
z`5m{J<&YF=B!5k{Bud8HS6whYNse_RR;7C^MpF)w();ezm>b%46+6T@uiakKaLYX7
z&f)pUaIHCQo2*t7>~sZ_iew?eU{#*86$^^mzh(YJZPb^<{Vx{oy?r5y4R^j%pmAN<
zX5vR++8yOLMO#g6U&EEdwrxCpkbO)rx+pvp03-Toz>g{Bt+l)d%d*e6?2Twc_Y)-;
zNoxor5JyEZ$YalsoX_0l8GKf{%TdQ;twh<oLh+L4>`vG0>bwrWOO;W6X4v^#V8Zn7
zuz{^=S4U56N}G}OO8iu~&u9FHH@oubE8BPuytHNhN}u_bDvo~M`iJ*XNaO*08>V>t
zK@Klz6cMY-F9}wEF*NLuo#kgnQJoKo==d=__WAqks!5B({=vjIEOG?S<+)YE*jC-l
zp3cscVmAukDg}r$RR-ZcR6HfR#`dJdmJB*z>&dIM3ZE3E%*~{kTv~lZB0BZlp5s);
z9P_%NXfDNEZ4aaT<Pv@ld;MM5#%$k1%a&4Y4+ph*4V}nCQPtZML-gLeAxa0%5S(95
zmIa+jl8JZn*mQCo6nxz}1=8&)Xv0d@=^oxYbu7;5A6S{PPNdPn*E~wY0Qr%~B*(=6
z_0-)Gg$rh#r%=rKOAXzRrSnzJ_&KKA*Fc}fN#R+T4J_|8T22~>7NNsn*?<gtaSC2l
zeP)rpeYvn&D*tR(fMKI$TnQH9Eyu&ZLn9lYie0w__6_Uae?izcw9=*uCaOv0OOz*H
z4qjQ<Z&rV~7oqlzjATw+KJx7ZW`_Mb+;je&uRDJ#;YG@&ZsC;lvt8m8Q7eDNJ@jwy
z-^^}Nn{Pc)5@3BjW8N7F#>zb#7lmK)PTFr<I)~fI!1l}0squjf)Dy|kzG$Pp*qf=B
z$Tel%ugc2G{rv-#(;|6PCU1J;mh05M7wVfkYsxVIqK@61bwAA>YfP-_gdIeb<XYKV
z<n8dDfWeEQbk}CWHgbIolJPmdiK?1B1}yaN4;59)$%q`vdnn1V)^)$yQ5~-{=+}JT
zVx<4R3_?@yxkq5;#lj36JS4_;`Ao;?o0S(OU96~0+51qbwI<!A4i?T_07F)A4p%^L
z5JBm_wd>J|geH)>+{Pk3f!FmcdD`GL1Aa5E-SzI0-g@IRa+gAR%_uUA=V;b9U!$L-
znmi%YcXOf;=L`b@5=HI}F9<+1r=SScC{NO)mN18}_Fzy4NT*Gx4~3$d6BjGta%1}~
z`qO`2d9^+Sk9jq5Wx#Kh1o&>0NRp0Lv8(eKjoFEHdNd!QxZ6A&mKZI{e;jiqQ2E1)
z-I~qJrdk7*!UNy+cX<eUQuqM3$qsZ`x%0R?#xo}y4;>f-iPvBir1Zwq8uw1|+HP)m
zpQNP;OZA}EAr<;@2A!g?>fi#a8{m{x{Fzn(kGYA~%sMv9t=&z?sdMq&JFQMy9uHP@
zX`bsDplih&+fe%Nm|y-ckLgpi{<Bq$6@%PZYHgb4c9RqPQtkVOXD45!T+BIL`E;BR
zY?sTTrtB0GQMdBbR<(SG6>+D)gNozenQaeqI?^a@jmykKB(BF&wOwvgvhs~r?baJo
z(m^7meNCAuXo^%;OD-7AN5_1)DZh(fbk!r*Ek8PIZhEdjRbhBSP=lWekj?NE-GLMM
znNC*b8pbuph)=c8@8*APyjXi7=Gjq(ie_%9xi{MDg#4=r@AS^4iLfx)K^EEn4dr~w
zkH=dtq;(g_{}}3BnlvqV77|2E#Y?f#jZi<RsR$>DPVkPuol<SGjjIa5oJlbxtE~vh
z6~4otTHK18c`ou;ZW~;c<Ylb9M`4A7<HM(>*@a{CP+&{2Pc1ck)}{j;=jEud_HpZb
zdBv}nN?a^*2Hoa!PJctiEn7cAxuHU9^$!kCIvy!5>;A#FYOx&l&?IvF2}F2BW$ocZ
z^!?Ks<-N{1Nt(0$RoHIce&&M@QM=zabrvs-g;bdi`c^DSKG=PY(MGZ8S<Ek4LLRz&
zeK;RAJ$CET5ow8090)bYwIH|jiBv|FypB967%+A9R)miZ`=zAFyCz+^6bh5KGxcuo
z_m)P2ELuL8yhT$AkaOT!0ti7tbg<7qwMLrFhzv=`3>4Ig4yy|%i>5h4ghK&&(r7^s
zAMu14U>mS+4#n(;k~?H0xdxa0klx9yUK)2++D4?<nRX(U=ZI?e`Wn!QpJ>uGX{UY^
z2~>p#@I&Mccp1?#R!coWIY7>~b7tus8$>SLI!!{9=N61&7fcq80bMsj!=$<@uD9(`
z?y3=l4Bx@$K4t5z+rN1?IiIY$#HBN5Wm(RnDTAj+un_~=SrBTdD;@iu3XSX^+=JjY
z;j(bLxuUazA?<@#j9ZnjS6uUNz33kHAK2vI0uTTCY^AYRtW|MTmg6z^+G|PL%r*=F
zJ6&jDh!P9JSU`)J5EU_UDG{k!blGeW&C&lUp$yHS5OXLB#=0KomV7r+?efPjt$BWK
z^TUS5j<rEF=d+(}+eE-`VD&N3Go^2$bRsx%0ZH_?v6HT&!v>D0guu^2ljl$<FYx9Y
zgqi}GeJwZaLzG5{#Vrt}yp5J>F}39fCM&*Fs9aH|Jt1gLAYC=dz18=1Xmb8n6~#;F
z-7>@Z!2Aju`unW|WNZT5k$RPwzqn2QS=P2om+7q5QNE{mN3OPa2kt6$2RpXr6;7F@
zl9^O{gnd5O^9P|~r4Dx(1Z)?uRFF;_vAk5VN?K7*x`Kl`ucf5d%dPf#U&Bu+?S)U~
zC?Tq7E0F5~up{UO2L(Dee3QZYVt!v=vyQg;ndJnd{vmHJC~|6CO{~MT;mnEGkESXZ
zxtREC>YOUG(@y0NFBdgZpKPD|V@%K&&G*{)<C>Z6)6FY7c%cmg>X9W;?J|wqe9K;C
z4Db0|pdBA{c5mVvwOkgQF@lPOif3n;5%|relt}zW(;X?ox^ir-r(RIiM^Lbe5_1S}
zafRBJ<j;FcD7o-foE;0>)V|)AvfBNj=L>rq^93}pC5GY*p&Hw~q?=25s=dd&BKz9D
zP2p&uFFy$UKX#($Yij+b3i`)7#Lw7nN!m0Yc=MiIAbM^OU{cBNhP_unnB|iF;3hl>
zZ?2ZAC#`jG^zc>!eUE}fM9;obx2sjHhG|qs;2`V)<r~tG?)BMkLlAaKASvr_+!jb_
zM29<W;=Q6*k);E=%wp%yrOt6uq+qGX0H~ahWFTaCeJxP2V@*zg!e{|#UxQptMUUO8
z)wwzrw?vpbjuNgBQ-oaZkqc5ZTYQG|+wV40K@Ma3LB5^)zYhN)WW=Fr34bVEUcr)T
zMn~Y)dBY3<fx7C1_7$JJK_Dpb3bn5nh4MyBBuOm9{6ZRtYxEIis#nlSkEwE<I2F1f
z;=P;I*@JOO>1akAjW;|Y`E}xN2!iOFxCrGmtUo$U#hv3_Syh|FzN2=?-WKt+uMsh0
zDq5p2)}0U|-sike7>6tqtDpw{_TN1d#P^PYSRwI=j5y2b&D1uj2;IRL%|=@v%Bt~H
zzjXWFIZ#g@B-UIN8+*(U6n%K{ZyIW)O9#7&0~0sgxMu=dwq3elvT9#vLw2OKg2Hys
zM52?2-Z&}n&~Z=a-vS9<s%a4s3CvNpSLX6D)=@=<Yj(>VX~t5xqmG3-8#SuasN_<`
z`&`fzF2yvLRsc09vLKNJJx>;`INAZif(O6%IrQJg7bRZXt^y8(9iRBx!|{^8@#O7e
z&;N51H?Me{e@k$OoJ|F)D5hpSA$V<_mz&SSv&>&E%LOSgpW<~u7iTTIpe0hIz6x*&
z>Ly|%)%DUh|M}F0E)=^3I4~%{S^4qIg)vgu<6CS`hW>3^@Lc`Yvzf2Sh1F9>P^LHp
z1HGO%-(YJJDbmbqdNZ*t`h<ta2c@0iO8^xZJ9yRRYwDw(lwtgt&zZ4g!;OW3@RfT0
zfp2~EiLhZx8#ao#MdT*500xsd4X}X6qQc`{YDPAU=N;E#Whz-8c?fkSBzn1j2Yx=d
zZ*b(^^Ra-d<NVkK-gQCAz_9+!@*bc0vQ6eQA$6=!x>P7~4ewAxUHaO0vNlbNL&Klp
zN&%LU;y*WD>ntA`(67J8C;g*@BuTzuwQxsGi`8ps36@SQO3LUU`+c1PRhGTd(f-TI
zM1`r$nwSo}jpagv4%bu^w6`}HHSJBKr|%}!`({Kn{FIQH)zQMG0xch8&u`$|;x&zu
zWdahJoZGw!D!S2O>+NsLrnEK(cgm`GkHuQ^@cH-}(BfcXx$BbhWUIi#c_x7J_|0|J
z#nIbDd)@hV6|91<ihWjy3qH~IPKqn7_4(&b+QY-YdzXF4nlF&~LiRm53>A`pI5)zF
zMR!@~kMkQ;pr)V)Li^Ojmb2kHUT;1f@H;~$P*MAOI<vBKzOg8489buw%z-HMc;`2&
zu+(p6hHQ?Gt6s(O9tDdZ^+b&_XI0iEI{yAZ1VU+hXSY2X(;RxUBXs%$7UFEYeW!ww
zbefAd_D3CWKbk64_l#=YaIaR~t-H@L*VeR2H`SaZ*2I4E@GuMBs&#vI*ICckm+~Tx
z<dK#NZ48Hrv8}RJHLeabuvTejtKiJ6cjCW`n2mBV6_cl`;tcM!v1l>Ccom`88Fkjw
zjlGwf0uE}Yy?G5U)KBwvpBE#2=7?$j^n>_j`%eo2;aYId%M9_I>OSXY=q4c=zvDxX
zp3Vb=!i}f2QDWHfNX^_q_@vcm?j93ZzrW;#c!>`}Dh~WIJByh7Ys)Wz0`vErho)M>
z8w|!kLi;;sT@olY7HE3j$r-46_OgL#%yyJ~<lfvKob$b^f$Ju0Nf2G+y&oZlQkCKx
zsfT*3s6(Q}-rU7@kWaSw7!@;3()oD(;3CJ%ksBg|LOiFxdnT^2v7=arT$(5;Vvk3G
zw%Ekd^ir2mN)*O}MXrl-iylCQda87KUT_wNGzbv$08>%Y=M&~H7leIQ*dt3VxAEf}
z7Nn6!hzPUwF{2fW&WzS@yAzW%a&^Uxx1;G*vqfA^_)9m(ZJlp*9b_!Z-*w(*EO^dp
zS+<^)`?lG-?MO(6()yW>`#!q9$8Me)G#wOONj+C`+F)=9Y0i!f&&BOztF<%|R}WTG
zH&x@ND^EEqp(d-H0iHusF|xm+9+uGC(te#q?7t*vv?9R2EzX6gzw`+5k64OQ@i>!q
z^Ie5G>yu$5#}fD|kLE(;rQhWis0TrPpdtF5n`b@8Q{3d8(8<Gt(pyR_4mk3CFK-ev
zS)fKOo!PdH86!foT`zxNVe9$Z2OC&N%}pAsytiWJ{s?{nsx=Z8OAj7y3+XO_YYY(v
z*76Z;G;O63KE5nCW6(%u1hqkA)Twa(o7TaqWYTUR0Plh|LqVLoM_1DsOmSd(2PWx4
zgXTA0<vepZJ>Eh6)<2@*E7u)5yZj0n;1KJPvIQ9=euY;kZ;}b`OF2zw9aY+e)$Ko(
zZfD~2p+6j6&(k29=q)L0rh?Rs(aY39RGNtBJ$3Z3F<jrYkK{@0fYCMLH7HlglS#G-
zy(1yN?ck{9L5{iArX#x6(iWrEJpTt|mGY2%AIih?Zd5#b7mw?9$qRO{LB`b3ppW(*
z4GBlF`f1X!OG{ovABNIIYH*duREcr(DO|!6Jl1}hl+1i}th$RzEPT-_n8UqD++%K%
z(pr=BgQtv*0i&?=>AfifIZ?|zpH@|_k+><-D5OW?y)VgR|K~;Jh4Oa|o#WVc?fDSH
z?H$&C-n3bEIjNn^RG%p5^Xr@t5H%3d7-gj1{CnV%S+ls|2BtW>QI(8#1nt3U><Ls9
zyaMC99r2mxqBEOPI{;2e(#3HCY(W}ECDb5c<-<=|l|Ln-BT40X<r(sOK_V3kn{jEf
zw0!Ub&qcT|08wY{HmZU*H8N*xs<+Y8x^&=6@rdZ#%cI+y%271|{Vm)2+B0S{Zq?m>
z>S&A8EH~S}C%A?8b{zTTNc5J^yGy#vcUAcmEq6ZrUE(7tZgC2?EB?;R(}xf5Z*7Rx
z(7&O(jM9WgGH9zZd#epHMZT=%^jU2EBuC3u*It}q;m=3F{h!sv?884L?$wgQyw$>p
z`@wqakeZRjEs-&uaLFQS&&%XHyG%1c;_$MdT{^Zz7p0PK)_<<;cwOGhG=nJzs~q|3
zrJO8R=LI?7vwLYOpV<|=MIXJWv;I+jWJ1zJh!@L)qsAL#KdQ^+MfQl+jwIuuQulX+
zvf&)@;nH7YsLeqJ7VmaTw8NTv4VX#DN7z;#T2pCBTqbh~y~Kx5F{KWeQhzq7KQcO`
z4X{2PZtad9&;cw^y%6Z##FNB|Z97O2P0lWM)?&QW#Mbla=?Kj9B9dtDhv}`Js7lXx
zbW!cX|Iqn=GvodtaaTwy6Q09*9W@CK8sxU}v6T$<0^O|Bn0vcBAlq-cgpHHdf-O}!
zwzNrwZ-M$p^uO(9br6Squ(cXaQ%0L>vbW(9P|3h*^v@29OGxJHvzeR~eIkwE5VjP@
zq2i#6XqqgEF%u?3)4e7r%OaY%Mfe2s)kuG|P)_Bzi^xH#A?pg{>n@(Kw7xT?p<6xh
zt-Mcq5(LUIajciT8YhqJX|vJw+KlsTzo+x-o5Ou#V{e-Dzh?@GC>m`sD@1hkNH(&w
zL2s|Ay6?@D(k^uB<=(u()O|)(#2oTFfFA{q%>D+&f|+J-hv8iTom!lWZDeF>PVH4M
zV!}8dAvL$Bk-veBiRI-t$5E!bJ}(R(c%~Dw{Hy|VIqODG0d;mFp+d8J%odUDs_acT
zCyMLNIXPs|@?zajiG8?gLh@?gTRUE^oYJ@>8L;%a&V#5T0>;XnR17u}wbECOMQ(gU
zNY>pbqfM~_l^%+GeX<ycyB4vaz3Yd;R71Qos-9R%44)~XY;=RRmQ;w;*fM{Fnd<0P
z{60qR@9;d_2i;(bxd`Ly(+d;M%BM?iAXeahjqgKh)QB_jdj@Xz>gg_s4rhMm>P8_(
zyynEv$Q|&2(_4O2_$Vd56=I{eYv$&wI8WaHhq(J^R708a#OUxVUc)Ieiy5&r=xK7M
z#ysgrl3UI0a}vBgSB*l13e%T{Y+9gEVt*Njp|c`{i`?dq&kz$tUI4CwmhY=znxKJA
z%+a+xh^{j;oWG}lAtPVMwD(BF3TrksE!KiAhw(&imzWC%HY$wJ>JjTi@+@D{<0VjH
zsw6jc>}`b6^dy)9mjOe&{6rIyga62g_-}*#x5FK)_0rDz9$#b6GvSnrV{wMU<8Jo?
z-v4n#px?aS0QF7JX?u5f9CA$I>Xh;BDdJooDd}c>-DH<w!RSSUde~vibWSo)Wz-NO
z8?e^4r&^5>Bh4^l-%P33j6u4zo)t$1&BJ2+1GFwPrf->tc+NO9*n1JvJ4h@dzbl_{
zr~V#=<_)v&06(q1zB;O{Q`au*r^KI|bwu~nMIv$z3nGKC>#=s_vC%RN%ZTu``1b3q
z?xy5v=<u?+X|s8Ng+4OYaYC*+<W_0P9&N_N*8i~$t0b<u3y{gA$)rjo$$1quA@DC_
zJpG1uGni4OqH(cc|L%B;_S>IsiRyZn(A(fTyzU3K>*F0{w$x11s8ZXM?cR{ZfFM`+
zD2Q&Dz^LVWIM_acv$W?!*}hFyO$AAd{<E8(Sz{=;%-JIEQP*aYJlsRwg?&JN@37QM
zU6&%C)CeDYsvoOc3h|v0XB355NFgzP%v{K>A1ev)!we{Xsjh7cu1PP#I#^nRTEvLY
z@8{-2fg@?8$U@g8ZePc8Ob2*9v!W_q?7Kv3(WMNx<C@))8HeqydyCMHQ5L<!yDR;U
znCb?vmXMsZKNw!DHKk&_XzR9nXZOdwzZLq;eQG||voLu1bWJu*;W92qXojb7$ci{a
ztanD65A8|NVR6RE-q-#QGF+}v&p*`|QuQPU^R7xM3JE<YN(%}Iq!GM2aozQyA`jvk
zP49-vlEg`aJ9EOBrNQwURSvydWH_P-X2W9FOz9I#&LsO(p1f6LSFD|NWH$eZtXK3k
zPjoGFtR887^=nB%AHb2z+i;q(hw@s!5=H7*3KS-|J(k&(_+-g$qEM_rmzrrERq=0Z
zU?k1T-_s*M@s87rz0VWwi42|7{^+Oh2NF#;;lqK*ppGmTsSLQ*mC$75CcRZ>=FV1v
zntXL-ckdx`ElJ6+VA*c+M#$WQ<TWY+og9XJ;W_5GY_u!7ziE;NOB@tW>z{`d?Ae!V
zHwES$7Ya@a_;ZeL%^&_-UD9t`G#|vJXtk-y8=t<mLF!z>mhiTW3{bb4iC^Qs-MH(v
zQ6LMZ&wy;YE45u&?i-0(B>C0Y_XbAZ#CU&23d<;&b1%BxC6|5>xoiN{g~%aMk%#mn
z^WGb6Pq60iUG^Igqs|2S=FGNcknihurYqG}^ZIq?v-LyY&StC6K3PaIP&Og*UAbHl
z@#CDaBC8<iUO<*est;{W3K7L>u(R~StuY|z844@i_Cc*9yP^QP-*^G%B+kTI+Ofxo
z#)Pms9hcWT4ZlgtB#fcw2!HzWY0N?#-b4CNL9K1U>E-#dGI!xH^zle*vBs#!en&%F
z^5@cW%qBm7t6;Yxu2tVn=3^C;0^A(C1PP{zOAS#qP4f3&3+kD2?J$hK^c}fNuKcd?
zMD%4<r#BkH@hiinX~S>JxUz4{I<@;uE`6Ckm!%dl)bUo85S7jOWnJ!n)eX6lHWgtH
zG3ZB1b+BnAxu6$i2`HhgSQHH@7pn!u0;%PoGsM4<(}3j?xTrpln(r~F$e$9oG`r+8
z>?bhNJE3%^1xh}&Oa{|Iwta3jikSrMz`Ke_Wx0*pF2OR(REkfCAxP_zxdkhB&X&Y%
zsN28v>A{+nA*+I)O<HEKh^Nm*W?=J4{(?DAgKM#0cuuiiwqFh<MpT%jz%8S2Rg%WG
ze=7M?HfOplS+^cBU7ey8)YpeDz3QrcV?n%(hXTR`6pkm4s~=eyQO>hwjG^3|p6*{>
zo$#Wz@r1>~Ff`~ak{3A2tc@NWdVN&+P>s97tY4Pqa&f<ZunuvW?}(5c-Eyip&yk}k
z1^J&E%QH)M=UYYU+*~f5p;jIXpOplOz6G<r2|^<t5_;GCJ+-NFV7JwXU%!%gF1$(~
z6W^7td^nWeoyXo>pw6)(nb-bKEw>u%^A44%>(`NKzS^Nx(Au7tCBJ95gqQnyZpgN#
z3KQ%L5?GRO$C5e&%13*%yck3Uv->VR7M}FwtMu*Pg)}ZDN87piXk<54N!_t!16==p
zmXo#Ja}G3iifc&mqV6iyaQYAuyv|U#&2$Oc%xEjE`ZifQ>pUHipp|efR_!u@S}W~l
zv5+aAqp_GDJ4j`CZleII(^~j_?MTq|@*mN9XOk|yFv+cF8f;Ese$P@fzG%GivBU|x
zt-7NXaS5jPKGpXwnd>y#TIABj?wv|Ch>MSB?|7=)XMU{&jBXoklx1NnZ~MZ-#FGDv
zS2417{yxar#bH=9TPi07NA*kcn?iNY(3p>Tz?UEhCbp9?pB6uKq|uhialCZj_>MGl
zR6#Yxo~JKV72V;Ddg_^l><_T4v)stE@7v|`G=L&vh0eEwVTS5L-<D+dsk@8rs9vfG
z-lpMD<B53ztxbHFry^9wsql7`*%pMwiz^tX>X52^@_W(&_M5$iyA$N%;NZe#{+y;>
zfsHK|J^e|nv_Aeq_Pjjsjgyxb-bnrs<#&w7V4iHR4By2)5o^I<-acV$eu?X+9@mx_
z`o~}CXaAwI|Aw{gUGdz0LqO)hLp74yn@7<v)}^Sfb^q*pOqHnv4oivtW8~J{u4l;n
z(G#ih7G=2GON&I_vA!mz5$3_?mvl25oT#dai|h(Ns(Nr#Blq}1OKn<uYcj@};b6_F
z;gv!M<1IoCqs!sVVcjS=yq0{FG<w9%fSUS)e;W2e*){O4Bs%ScY4c=ZAeiZ}bQnd?
zgTc#xZE*$f4zgE7r|&|I$0;c0PYKve20k?du&&?+#Ns>~ocPaDB0UUH!h)^f&#d2Q
z;Ij;P*9H*ZLV=9)tIz@<;6`p3ib-Qwg5H!yhewe`GEHgzr`gs7oWU!1>aH%em{&Dh
zG?dz8xqR<HXd3txPTU+Z7h{sZ>uF9_+4lVW_G>)`1Mm+WV-k9}XYQ?FN!L;NhOIV6
ztOJVmjjQoJD8(-`*o_0XIb8sw7}aEYDZ3Jn3*EOe{mFBaOI>fb62mGs`Cshog+$5f
z|6{?xT9K790+I`~9omoLZ$gc3XSIlgB6n!vI7nLtW1(O$XiX$h4(<&cwusPl2q46w
zM1&{;YBZ)3_*`B$@Z&<^Z6pRHUgrn#R$xJH&BedpcH{pCvdQq=$pGhBI@k{&m{mYi
z$eM^wDKEkhc<ejya}wS;zYe01n{z<xYy_(Z0;u(b^Lv2yuZ7@U1YU#z6TlN-x12!I
zNx0}Fbt`yVC<YCmMf2Q=F|>cXu_a7)g@D@z8kdHH$OT4p5)XLbuZzzwVpMSF*y@d+
zOFoM{u$k`V+k)rI(#=-OE{fYHfe9P_iaqC#Wq<|!34T^q>(f1^(V%O>FFr|+B$k>q
zzp-vbZ?wsD<H`w-&;UUSpwS&nXi@mzPeY4NcKlizhOY<KmIQBm&+r$oOZ+#2t_8R;
zk@jnwe$g`!u;KJyY`FG6H)<aW+?n{V7eTOP0-WIxSP#YD0U8?R^T6Xzst{obI}p#<
z{5J;wKWYE}=V3>%H+oZmYy+pY0Tg4)@WQJPf+5nN^phz16Kc330=)ey790QxEnrAQ
z{_jm@c^#A+CE7M7tLgFF`yBiJwkoxU471X>-RQYvw||{`Nh8d{KbU>TfAa`5)`Q|7
zZb$xK?7eqfliAibjG|(Xil~4R6&0n3N>fViu_7R56a}PZ6crE=6_B2LED$RZ5Ks^@
ziim&^ktR|igd(DZBE5vrLQg^<J-6@1nK@@>&Y9=Td7kI{z2BU7{+Ztpcal4Muf5i_
zuGQ8E#AVR@<i_zr+1a5{m>1%4+~_3`N0<)(ydjNF-*4H!tBs%K@kh0&lKxwP+yYd>
zFSO`iLiQgcWdEiK%qqt%@c{wyf>Jz&;}rMw97da6mT)#M1^c|Dm@bY3lzS%PO{bhD
z8CsLeG{;5FKPm3jnQUr^sA1YJxx4_~{EkUH))?>qo0Y~&_8GGfFu`ZqA}nqJgDpYr
z(~r^!$erJ4JcZv}bJhR01^ExxAphRs{(onv|9smV3XDY%ND_Z?d)iohHx10Nf}1Cp
z667a&UJ0OK^I8N~0Z>_dD!!hikke_%GHudZWC-dg3q!i|vkMy1Pn-3^#bI%q@#_FC
z`3WchO}*$fs$T+Rzv{6I6~0}pE-?K8@J~8yo{52JZI?@YZ&>NBHGOceFAU<M-9E({
zWnt@Hev#>-Oqj!jH;^E-bpa053n7Olb;QSm&i(wD02}mZ+%^Wd?h;P85kmIiIEya-
z^i81g=5MVZ`Pa}Y{8wQ2KV2A1A6Id(<=VYhIomzFVF4CH<3VG@(f0;VodJl01qM<n
zY2$^${WNXZ<3}`cUlOSDT>1JA^*6Xv4gF)EAg-|8J>dpD$EKoDPGwz|TEnRRw8OE7
z^A+d)h{t7Xr~(|dQ9XYrqGtr(jr<MFwuXNVSpL#v03rXlbJLLIzw4>}DTQ}^o<z^I
zqU8HxwVdOVE2e$d3n7(~z0LAK{PqGcYe4loNzI5#m<LosD<9xDW~^@+eaRrA(}<|L
zHN8EA(f=IjQIRf<n*px!^*-8rV2$rJoCQ_L8E*u)%FqkS;jg|8N^KFtU~!<EWj6r9
zm(;I-lIg(!mw)gqGl0VTrRxP$(f>1U$Z4Qcvx(&%f!H_odhzy$3ty4=Ub`<nFL{lX
zT)xGr@G@CFIXUfO8YU>Q3uD+6;9opC*Uoz)C^<7rzbSU?uKvw}BdYb?`#^`?+unlS
zUBq??U=!ZoFxF>yQ$oJ_+|`udI=eBya*X%?Kc$fWjBLea6?FlVBU`y*-ZMd}hlW+d
zsi;l1TeDl%7$o`Ba?m#~(xfAR)JO&guM(~N{p;1LZ|_Y{mK1Kf(28#$t<-(Ltf}%u
z!`Rq*;fht+gG-kJVX2hwS-GUg5y_$Of!8&mwn>}%n4p;L!}S8lxDL2|zvgr_w10g|
zAO7iCo&SG;Mbn4i<d#jb6#Vk`a%eZt>ss2B+nMBrpG-NYbZF(AE)y}ruq45V-FYE&
z4UlU$ua_AGyZ?09kL%c3q3c;wI7tFH`%MAgNK=dT7bk4WLGu`Zfv6aX=YYFS5#9n2
za9S(GUt%|hs(z8#2Ee9l3V3lbt}U(Cb*RVU5ZoL>`68p7yw#Y7E5AdL=FbKlbK*=(
zJ8pU0$di@<72jTc1(!pv&@ek{5pRkuy36TzXsNg(1fwJqD}|3SyS##)QZ_%fB`w&I
zlD7MDz%HofyeN%fGq#(-QgLh_blQ-kWN@=zxL#8{Hcm=d%9)^uQJ?TvBQKTdD5Wl|
zn{MLU=}7z_h@(C}@NK+phAX0R;c*SK>0OGVoN5#0n;6O>6fKhH85P;M;^(x3f0~Q%
z<BR+6&s`JZqK!A3XSdWC*XvTYj!l0T@SL&~JEn$qd2L$B+H@WO?_#{KXk*Y9ndL61
zEmSUf<anPrfj_?=YG3uDZg8CbloCsKp0KiL$oV3(Mi6bJp$)K?W1~yg_}D!bzq4~h
zI1;J&_|)=qMtS&7F#l@Ud}>DrVeSBZ{cSD_BsEntNUc^S0UkFzdkU)WSy{D;KfU(f
zR*5j9eVd1m?L=#q)>@TW*dSYxqtJ?SL3o^bL6}oEw||TYO7>vJV`LFrn*gz$eL*Z<
zgCadrMPW7rKz?ulNCKe@u$@bR)wTjRb}ynx>u#3L1H|GS16XpIIAsbL7!vL-&;kIj
z|9Uad_@S2t2A~(1FLDfo`33#Qc0wC7()Xg01x(R<;uIeODb-|2#58+L-6c_mxN30!
z0Tzf6eEUXq^YtS2l^~cu0zMZ9w1sH?PvQl{Y$22Fj@$rJcU_r+?6N{$^w9zN2%y#m
zoMazH4SXt55&`~Pk7n1vb0~vYv|xJyKn@S!)LjM=(N||h?$5bWO`?-mLKH2BCKADE
zl{b-w6R?02q$mRIx(_Bxj(~nGXrUHxmmo%b@j|%v323<pc4;ed3JW&oZ%2g_BqG<K
z2|HMFlk$(7q%8r(ELGsPSFHrl3<b7)dS2#N)ei<HlS;@U`ATHr*E2;AhgnQNz=Ruk
z0$}$3>(ws5I4i(=2uRZpVGbT*S^$)Q>t_siS4>O5k-rxH*|*1<G>rc$n}19+(Erxz
zzXa(&`T7_J0ovjTFc0d$$~d|qFHQpm53t9yiU;vFm0zoP(j0gY2-=5xbWl`fDtZzL
zgNEp_u;e~qkk(x?mCl0uKsLm5m@3pupa<-cA4sE|Uc4Hh*T&UxNHAUp7&j2&{j~x6
zx2)Y?i~rj|;Xi)seuacGrjZa3=|0L&n8j2i26A0%gP4JkKE!xjya@aS_=zYD0B%f0
zi4mY50vRx~_hE8AsCJtDBk%Eb)0onEbm7ryXcI*gg;P7HJ@<dI48*D*8G*}W^A)n`
z5Ki*oe^|KhA8$wM7nx(1J%v*O8i0S=$a=Iqcra7M4BRykjC6sn<0jRJl2x66O8Ef&
z{T^NabFQ2r-W9Z()y<N;`1*qy01O6`0j6Q_C(d{v+UFEJaS)zZ3xVIguUlY563=r4
zKivBlkaC%z{pN~Hz)L;&1KQ>urDq)nn$}IfvpVtbI2`(G>7RB7KxJM@sG<t$XZvJ@
zBwyr;q3Mhdnl!Lyr)wtqYji_ybclWWF-ndLl5T#)>ly@5vG6seLIEkhv|6F*_aL~9
zC~?~40TmIB`?G__-^Kj|o{wM~H1O@u`?w!7Z`wiGMi+v>zi{2&vc+m6H-W>l1-K#L
zlH#t*A!krO-evD&-H&6@T%cAXr#0C;!PPS9_8)g0_xoxL?EZi4%K*>E@@LoUUphX2
zE&h$u_`kGu-%H~$i^7T*L4qB?4E79}UK0cq@NK@Pxap)+2&I-BNVoyyC_!1IlC1aa
zX)1yu==VULU7SMS!h;;7b<{Af$mmDy4(O|2a|<Vaq2B+9EBwFotNw|T{U7(q#1fK7
z9*ZoT#zSvIN(zk;8uA#x@DOnC<Zh!S6=0N|;m`C0Jb3u06CQD8V;57hzQ!Cv5XvR2
zbk6ib+*b-ANLdwRMWTbvS)i-Ovp4n|)1Q`tq@s2%EWT8(qC<0Y*E|lIMZedUX7}sS
zTU{8>6FsvIS$ta06sUCht6{~APnVm!jbFpE{eUSXAsqp4a7(zLFQneaAq7BHB81W|
z6ShhodjuExP4m*7(y^k?@Z}+>I7)cIC8p{9r7db?$?O3!Df{%UA{DKYe2XM<e_CDZ
z*2+QVXeGxGRuSxB9%@osCb)jU`!<8b`Xt|1t}4A^2*1<dh0Uuu6Z>s8AIH?**n;@>
z2HiSi%UmVV=Dw!bbbXQWpRx?D<NSgC&a-^b=b#-pt8P~Nx&FlZV)O~nBE6yWLuF%>
zDps06*}}0-ik=5I)1+AvT8r_9r}2l*i;^sZC1CUYn@0(WB|hl_n!PtJ_k{iKnQ*&{
zFDzZ^1chd|r{A3DlROVLz1?WDX|^wqBtFScS>ryXzI^Ne8u}<Xet3fT(Jt{1<k|i@
z>-L}hwIxtP=4i{z7r$tt_g`l2{<F{cpT0r14{Bo_%8e{lS=|_vEk2(6!znY9rF8(B
zPtGFKc8<qvouefLiM!vh2MYYt2nWdg{Rx3$#jb;tWqL&r;>fH&4c5}b4n~4{@PKZ1
zSMpZ<F5EMsd-<^My9VH^4iZ1BOA95-|G<N~Sg(IFv{_Qs#VmnxzsTs*7gdUVK|ck`
zS`L7rZ$QHZth55(&X{$9L!X|@d3kl-=!HvQf`lr<po@JR5G4xz6g)=z;F8o6%fATm
z0hYf+y0E>wdFa?Met7!$0+uvsfA%@?!#}C{`2$S&ua~&Mu6EMbmPRye?gorkB~pHg
zszCc8!?oEVm=W@uR@1+2Q1%CQ<A1OO6%D)NglcaMq#@2=5ZKY?cbv)m*8&leiD6Q2
zwi`MTCtU91D{vFXbFgArESR>YHB!#*F{lh8^{WmQI>d+<K^*)|sTsKw`|b}&=iIoo
zW5F*Z?_u}8AVsk!T$u-IFjy2`2p;Omle_~5hXV)K+&v&*i2>xuU+l~?7~-H22I#c`
zj&04@J#f6R*nikBlk*)su7<P(zs7L!3Zg*4nF(lJu-wt#4#D}iufmLH-7lun*IC*`
z9u*q}Rb3w-Zm$s}m+2QTufLFER3gp+Lz{}hgOX7uv@LzBY#x1vi|m8ih-Y(y!(L|1
zGwyntq#$)4YGIRasDL{5!jowoILo)gypC5Yq#e!uPRh*1xq-KVH`&irW6TqxapkR^
zpV_azwNpc!T<Qb2Z)M@w<kq3XenHyWo?Og=xb~A@WHS01Gk+XivuXco#s|gaUWCor
z{}74U{ZoCQ?T<pc1W4iZ|IX3*#^Dz-at)l*g8#mlfsVD{%0&b|1$BhhkW@h{2!)2<
zzr|2qVhh<!#MDBf{Z(dQATzk1Wu}r%mx}v9<8<`i9;W!-PcqX%d-uzFsNXrNKY`55
zRCEcO>onl9FHE;<!p6kSq9yn&<O0X#O+C3r(mJ!-2aG)?Eti;c3KO)NHst2frExA3
zdr0&iO6*SBt)w#B=9>g|qUc3N)i|+L;Hw&Dv)ekRj4!c)F`$~=u%yn|F{uL*g~A&t
z9Rc0lF9YA5oph<=;`$Z+brNsB8d($l!2(YTzzn_LaEkI$?N-R~qb4u$YE`3dt&3B1
zzn(Q}eN(YX&<gfcU+je}js~@Mcpkr7eCi;G8&O^p&z?%vy@FTZ(61GG&5Cha%(0Go
zX<x}lN-jqVVE`X46VGb9`W#aZ`Atii<x9K_o9`8_VZ=QgGdAt%ls7N%=0+?sN9L|+
z5Py*|sx|*yMd(Q`6~^ikd(a_HSRqp-6U0W!Ypslo+~e%utG>;N-;@_QZj2h(@L&ek
zwrSE61uV4dh^Ra?E}7NJOA{tu1yQr&$)%SQLVC#a1*9=F`>r6)yfKJ4MQ_aurvY$6
z$sC+htwg^W1ThM1S%sz<wr<uJ5OZvbL*>ka;I4K}&VE0MlNWfFg?C^X@vvp%cc7K!
zra1rAL&{*n7I^oC+7s`GLDX;4t-ww38GiKLuNv2hc`<DdmRO=CGrF!>85$Y2TZrug
zN0eV&IM2iyDt5!$H(*(b4H}m_*MBf*3ki#I+lZtEd$=T*#&reeN9Ym}xkHasEDXlh
zvDdc^Tb#hC`vrak#XG(Ur(ilQ|KPym(E$9do;9d4-qPXX)y<lEju>pd?@6!KL!fvx
zX-)+`vzI0-z;ne0Wh&e2bUXK+1+80f^b*-oV6D2Y;`XW{D=4KD(H19w#!AY8|F`m+
zaWhmoHl)E~^|qh`Y-)$m=)vA5EwF!s-m_~azR&NoqgRrzJ1J8l&6_bBUG>|pVJfeW
z-BPUt5mx=+4>L!{jkotg^ZaUPV_nNQ`f)E$B-0};^TUEktXiF<A5QN6TbIDUm9PEU
z)cyWnXicPvK7sYdiRXiFdzwVP+RGBIG;N-`#ZOob0_8(+2y$ow)j~tebJM_}HXtRF
zXNvp~a6pu4Ycm++0Dg8dqFskh(Gx!sEcw@#d4{~tIbsg_5o#=mcpdU!33vhzM9N2M
z$(0goFa#Jaz5~n&txd9;z6SK1|02U*_Yq$q#Q<tydOGxlG!nHalQIn;JWa4GFq$YS
zV0GJ3xu#v9Eh83QSZvy-{loD7e|sx_`3Bj`%VjJV2PF(GQh$5(o5PmJmDDBm%hN8q
z2GKdhie6`dr$r3YQy>aAk|jn^6gbLv;+6YX1v@tb@;}BFN$$KDc7Sp2wG%0<fMgJ@
z^|`rcYKyUQ-7xL*mWE?ILujrmogMCX2V1`szIdjq1B9w|oGMKB<hs}?dS8iW<yll$
z=Xq6p9BC+JY$U=8*;96~9olnH35g_ceWn{nHnhZyjc!77Yfh7gJ2sjh&tIdKzJL#A
zOOxJ9OqUYU4v_WskAI-C4d;(+*gRu<jazX=3<Ro?Jm_s`2Y9IyX!&*JDKEezLXB6(
zBlZ_{jK@g;4(tF7E40z)$UU0IlF`fXJor2MQa^5~wTe2&_f900-gZ&gbY-3kFTao=
z4*Mcwc%Cl((CVx$h2O~$@_R_jKvTbOrBTLSiF7;nu(;{_;zzLbS2g1WPewq}MJm}x
zd7+1iTg0=)#z79(du^zWs^#?u?vLE3wB&476^D1K@u3!P&=FkDVdn=YVdtJ?UGvLG
z1AV4y^Au_!wpZ-#aruK=cYfHoV)wzWHDbiqk~C5CU=XvrKHbf>SDx1_O~4&PK7dv!
zx&88ZT3*o&1dCjyfH2Av#_m%`rshPYy1ng+b9p(~+|(TFSnnA+UMDFFhgt&4D_i5X
zcs=aW;Z)uzM!VMgU9Z5b&8^SAiC{5fpoclcSH*%6uccPU#x3HBk0)8}F1(=6dYdQd
z0yCCYUU6AL!K;LwFikv_TIvPk*oTsCS%3ib_rX|a*g3Ve{hXmkhe2#`y?<@zJLJ?s
z65aHry5x#MvWtAVJugA9DrkQo!%PCZcx0TgG?q8@U&!9zxmXHrnKxj@HAhmD7W+92
zgj_gb%b@d`qzREWUw>r=_X9m^jQ$;|3eesLpN+Rz$fryqfB%uSU2eWFBJCZ2{7Q51
zBL~kX(NdC*n0&%kQUsfck|>-UfDDBs(Q%W2H(C_3&d0KGFGN;)v+y`)0i&4ED@B29
zEC19Jg|$O@SL)ShMGY>GDAL=h4~zXDHI!cdW&o5P+{UX5d^v&Nu#d$wL+pDazC%g$
zp&d}w>M-%r25}hiz*ds+1x-!i={i1Z44}phi@8W?E=6o|`8x`^j8%5t50c2k%$S}s
z5^piM%&E;Q7d-klo(Q1rwa~jkYuN=~WImUYL>49omaQ+Ze)176*+uEY3V@<Gsf?4(
z80wXsmkLIX)wYkBH<&i$EV4fmzpi2QiT^-2_yk=`mcxU_)>dmXbd4`jvNt2>2!}#6
zhItk-VSzE9H%&AkCTo57VRfXm9lB)e$Uft9bxfBLcvOe80Fj5Tr!cBh_`?ay^TqPO
z|C}g6{9xWw;0+TLWNWF1L@b*o-7(n%jXqLqZ-PZbdcyDkEMzKe;%C?$F-$!u*(gZl
z;CgJvc5#&GruB)1!I)v@`#NJiSxI=ZR2NwU+%I2ndKxX)c`o5l7is?>sEs`Aso>yt
ziIyQTZ8$$gzzQa_UqyHWm_71*a(b=$L#nwSCOIFeCcWn0!z>h3mxIiN+lBigPY7{m
zUR^iKk9<#|^SeM4u?6XE(i`zwxhLcn?CRNyasaJV7Gsr$inqV2Pe)2-lUvntBTR(`
zb%gW}hLgL9ABeXTWC{e19Jw+TnS#cnNUz1CrQ_XLtqom(yA+#TVWhUnZQT?#5M0#_
zK3%@7%QHk`3A{LEOF&~>dJ#+ln&XuiBfb1`|8wuRE3b|NTMn18mij4!4uO-X#g0Ys
zmAALLTpJjdo1nknXE{WXQnqVoZZJvHkk_+t?uA>ayhE=9Lkvr+a=Vx?D9bsgP`u2x
z&EB7DI&nbUC;TEaloX(+F177XvKUdy8bMu!GoNR&V|pl(jc;S_9R<ZMJZl<H_Z3%5
zg+cFYHHJH|eBib?C}gg#bOa5_2Nzw|_8Y|ye#POxRQrGH<nb?Gl&gkv@+6U+E0NMn
zV8>J3yZyw-{<<mYsbD4nnlQvM;7H@^JRN|^(}7pfq6AA7Jpn-h=ET$0ga<|Fl~4z;
zrFSMxhb{2~_*uViq5t+M`#S9s$4m$IigBvlwDv&6q*xiI1cS6$4S*IEC<Agx52!ZN
z;ZfuaD&Y=D`rZqjNx_0Mn>Lm0sZ2KOyr+~3{+DJ|PP`)v&I;mD$HMt>Y;psgsvRy|
zFlZS52e_Nx-=rDJm%Fc|MPdAJNAz7Sk?iL@c3M&w>)HurpA~8~Oprr+@oW9pX#2u|
zYpCLzTv+|V$-_}C4_7H6-n=lrb?dlVf}3J8DXp2S6~HYw>(MaE1KF3g(t-u%%YVqX
zF5BoearH!HJYHlzB07*6-$(laBj0W>@TC^3a*(HSN847&fHq^vUcfR*NmS!Cnp;(J
z&m3`I;5*Dz0kL{v<?>T%56^C^-clr=hs=7~JmtmoybktmfDMOfXXv?MdHPvfJxR|i
zOQbBoeVl&j=W<K^Ov|Issgr5$VB=DR7{rv$f#)Bs>_5U=${*_L@^!c5NwM{xy<@dF
zqkf$jGY!6ukiA*vS<W09lhkt;@{~T2T$%&Oj{;J8o|(ZTDJ=&=8pyas%86BFMcBc8
z>-U6LDybhJUD7CfyjpQ=zax4cT(T$qC9azl$|Sk)uDRE4%##X9!2zqx998gJ9g+bm
zn$;7_LY9(mxr&iWUbPyQ&%**EcREqt=;OAFg<FH>^`tLDEyLF$YiqYM{XC|yinP<*
zN`9|tk#|Pkg}u@EJ{k~PH>jnd1V$Arol`Mp&*r7ZC~czU+MV+<HFWr9{8kYLTO2o{
zr04(1{b-*d3QS`T(^Ia7R|lCC#1Ax#9?`Sd*#}Q4(@)dIKu@DzW^Nz#AjEhviEaFz
z<%qF>|H9AfM57a}1X0Pi+-{uB#nh10;`M30unqv+#mjQO?cd=wV1U^O?yG`>M8B{B
zznYfX?$`5S4bOLCuWvChyZ6-S6G1?#tv@7hxtqd8?+1|DILJ4}T}6RIx~iwx<sQ7u
zRr|aIU{~u%Ru_ri5eSm?Jskuc(1uTJAL%nJ4ZF%UToB2-#!(}5`G%TURmis*i;Zd8
z!6VN_!-RKU*j~(CX&QWnH9KfA8@^F!%2;D_JU?O>=sL`RiCJ&t$KWt=!>LWQDIeMa
z@~)zD4unRSjV%fg9~T(CbhEK4XdhB)Ps*bq83v&Sz*xiJd{}R*<y9))_@l2hFXS81
zrcG_~Po}mAjYMIcG8TA_eB^F7dW-`Q7<bc2R^XK=kfkQ9u4@n*wvL@_Og3B7E9~Tt
z(z67^sox1VxnNh)WN|zb(0YfiBso}%Y#NC+(C<RkZH2QjomUcY?c>Fw^<a(@2_xF>
zvuo`tTd$8|8y*WNpxOSwOxok5DGq+X*pPJ!6xgI_c+Lg9Q9E3^8_df%41v6pYS5@~
zbo1#*F@k-Rg~&ODtzT&@^2*HTT;cMf<EYVYoLk1n5|qWK{Gs-5t5#$1mD4p5#IvHi
zx|*vVb%<eP-Y1aG=vhV-&us%L5#{hu3X%7w$>vQB1hB^PfGu4DMjbqla>snKDwl`P
zs!1=3xo|HD%!++onsJIF|2mV49`$0|p%f*n1XaN)-;i86`?R07n5jv!TH?T$(WetQ
zDGH5t4$r++Kl($X*xpBy8JtRF>6+tRZM3q@qJ4D$2x*Q-G6_H;g;2MT-;0Ng)3ka@
zTSd<>jprwb+X!%LcJMuUM27nmLUuVkIOTIZTnI49EKyc{27a61+VGgXcu({0c;L^`
z=`)SMfAck-7i3aHd|gKK6<JOJgzaN$C*ABH+Rt9mzlipZ+(t(ZLp`QaJlM-;uWXX{
zs4)6%NX7U;fi|)q+~$@Y&0l2pCHWtH`)F9}l)vZLY_{nE!BF=TMs)$@mHP@TFWum1
zD;Qc3OaoJp(o-5mnV$^tbgzk(P69Xa9^_-&$JqXt0U1#jh+kyZbt<`S$a#YmxekFG
zQWM`&$N`}+3RXA7e4fNGr4Qlr_T*cJog^ylmVR_q&mFRW-Q*!(ZILGyZy*ZL(htmZ
zLcd-T?xA#E#{ThmV%J}+)Bhq<spAuTv|<0Nf<{lA$FnU(U4^4~OoHPc+q-*T-%IDZ
znM95sKrhhz@S3_GwijN(tl-4l0%$b7W7tb_pA?~s^f)U>a!AZ6LF7`+GagDg(eV+3
zF&8SwcWs?<MgXVgkR?XDF8e8T*Aq9o!}cmYjV%##?fT1>uzbUFlN>i&EWLRoj3v2i
zABOG<pOmXOk;v9Axxt<cTsA&g?nYu2tO5Gq2b)QZSI7yQxkpP)ra;Hr6d`{c?@_vC
zKyrAbC<pddawO71mBR_?c<T|b8toj~;KQxvVCr}?B`dGuN|-xJ#xKh0AdYVrOp{EE
zh+`_*fQh2)WgJ$EUVQG(2(Xj>Ivmd>en)K&a2L+!JB>6%;cNnPJ8Aj1Bi@nTYE042
zaok&`;OEJ`pBoJ|B9t@B&OU#ZaXx|2n>_Z3ZEwx4ByPp1yYjRRLX7u-v4^Sv{uYTz
zkQnGzL`*iFhp~EJanuVbLfHuRi-QH1sikk7h#b=cjW~zbA?uK)`lGw*$K(Z_YZ{zC
zSI>1{ZApunHg;|3Bhn{1EYu)=RV_=aP&*kCt+{b)z@f7Sr0oeoDaZ}r{<e<T;R-rF
zkSUoWf><+X?OVYvb{e+M=f*zH;S>X2SkfxcF>vuvCSW7JUk}p*M`DXExW(_ZGrpfU
zl`rV+Nx#rQg|nes#=EbC@d9vnnMJWX5y{P%41fSKST3JrZzowC63g=*N?#i*aO4?9
z%&W#ToKuWrD`>fn!xt;%!slb8x42R%r`bfwA#^I08&8qQ_cETRB@PyA3Zhcmin5j7
zZj6o_P!pAz(gDECr<{V{sk|;TQ)2W4m4MmlN-%+vz3EAhiSu4Dd}FGhtdS9B8lhW&
zjjSOAzztX(L~P#lVEm-|1+_Q!egtG*zy3XyG$_<li>x0cI&>?=xDNDSGX<uM*i@hV
z(cPS~Wr{!A_*5bvSNhsd+}%u2Hh<j&@T31~uGxn7>;g%Ir*A9pRRwGOqn^0M)j2VQ
zOM%T%+kXi(;^_r&y|l=7NS4r=2l~Yz^MSqJkX!=uwk3n<#SXS+6Y&p|ylsG=b_K55
z&Y?&FM&{jEp6NB9vh?y78K>mI-HI6}3bIm_R5@H^{ua>u!=?l*(KZDG?X8-h+#qdb
z&e^)UvIBn2zai1^VyiI{5`7r)>K=P6<mkQ|A76$<OvEHA%FUtccIIS<Tjmi}^Ip4n
z57KIUCw=0Z3twbLH2}KH(MX<?kDD5}e5&^&g{)c%bw5T2_Ed`B`XZgyZ<0Qq32{hH
z2JmAK2tkGka7e{+FkIop@U~0+3s3up;gEUN!1}oW>o?C1SifaQ?h?11RQ(V%B=!SN
z7_y9hCtPr#K3D{Yj1_~Go>(rhmao+$Gsz2!!f7{SvUPRIEf&3nZ9egzRo2#??@d@v
z8jZlwlmT`?pH|2@ZyB<8aS)TE%AkZnF07k|PVwZ<Y5RTd{yAPV54GVIA2AiyLH*Bs
za^~NWpBWsNFOKoV5IC&vkNDGZx|EfJacJ<xF}~hH0Fm6(kgHCINR0yl%N2-a7H-9=
z_-e{ZiBJn)*<-oPGv5$DfXD#@>I!@dQbf^8x7F$#X!j`8{gkvAZ4nl1QR1|YVB5-V
zvoAy~29*zk<0R4SQ|!WaWlfu{OdBx<X=e6f%S@b0M5IvpgL$!N$aINO4bz2gMwik^
z<JNkv6S4If{h53PXF2EeVf<`7kf;eDFw3Bk36yl>wIXvp6KZ8TmJWFbDT1vf-k^*s
zf^&MhtniW1$Em03vQ&yItxdyRAPXkDg1w~V_(+d>Mp|+UDO(#cVxZ|N)l;kncBLME
z&nY0ai@QHD3FBR?(&BY--^Q*qt#`@2b`U2eM8bf6``)^t)ZxR<IP@%hb+JNYkQawv
z;u~Ochw74i&Md8?YGzRM{XIbch*4rUN59**5=n~|po<llPRxwxt4F{6*QDn^M1_8w
z>++Wy`A@vb852-Bea#xDsUV}|LyP0ie~~FV4U{emS0f25Uslt<dbYwdPne_`&2cOs
zJ!glRr&NwK2ok#NfsTFBW2FD$0IRlnAV<9-_3ql2QM9*(IF`*+?UDD2DbIze4$3(e
zDk*H3O10<c6*ZQ^iEi&NK;1#3<U%%g^NDB|H*avk&kPixRV%>7O+6{JX?rUP^WweX
zD8|?VQy2QgGrCDF-;+;AOF(Z(+z)<Ni391Y*SF%qxSU~M!I79W>#{0X8|fm3-w7Hv
zTHQPl6iwVNYMd8%!DY}Jv+T1xmV>z(<mX2|3Ct3jymzZpwW4K4jD)DMi)x-br&tME
z6w}jy8Rrlx29Xs(R=MoFduBMfbF~}G!(Lb+#-t0)rtfM#-Uo`y6Jd5pncF`_JH{V<
z9#cTB?r<{g&i9>%+5G<8fMOtjDEnDK7xws-oceb65qGJEhu7@U6@2TgXHDFop$(p(
zG3iufK4+hSC^#(Tj92oxTzx*^D9^`sjTr-0wB0oQm~j95XF-`6NEuy5Pb}0<WcMRc
z8;C`{4cdLcS{9@6G{J1|O2v<tjn(ZE!r8q%Ux6t*b=btT)M;sm-aXR9GKz0OEKtF!
zQn1qbXn}sRnU6`{o0q9+$Mg@^K?$EcEi;=SHxnz<&);#g#dKwp^pDDba8>OZ4d5}3
zex@l{F&~L4lknwm)_7D}WomNB1yAF=u4n`Pgc(Z8k-%(2uFB@gXhkhr%2>LVrWWYV
zz1AXdr~K({-^48gm}=wc{u=jH6RuwP9c+Ue#p_(_T~)TTrMYQI6k4BSvM3Lcc=GE2
z`~5WP@KN=KeC}Q76@65^h}HItjU?%Uhv}`iG`A#4a0p~qy`t{%MLy;Mn{vHSquX))
z8o5#o`gMKw!-<}z3X?dxm?h=+vWiaLOmmB6G#7YPk$CnXaYrq(0>=hiL%A6bB==x*
zq<~At<gw^kcpAlVYr(ghwmC3i00(@pVbtBO1Q-x?p)su;P0X=vl}t0aXt6#l3urWl
zNoIAXl}!g`jYORdl@{rITW>7)6h1q|&k9a;l?*Yt=(Dum0Cnucbt+c1FYMwHj5zY$
zYNf>6ZAs7bdua;+3>uEkrJo6fbFp(&yI5I$FmL2I#%kqaj~dVrqj*KFM1e7;O;u6M
z6sr)Dlfykci~1%Sz;6<cs7J0|T37%4SZA18C0>RdQ&uzwyU?%MT#OIpZUBr9_t|y+
zEk4FOAolp^q2?W*%LJZm7e-#GbrZypVKaF)yyvuR;33hVN8nc%v!p_e6U_rUxBK-l
zYbD#+rsbBKXy0%K2-2jawhn3PD&wKGLY|?g5G{Qh>m%Ib9%pSO@MXumL(kXDu|UhX
z;#zZkGa?--d5@UfH4xqRX%hasYndfo_-gb_mSpdxo-~%MG`UQ^3wE`<WFqZII4$P0
zS}88{G@qAud(HHN=lj33_cB`l;EHivkJ>wW2wj1tE48RhP_#6k_<-J|h-olJt4U_m
zzkM~Oq9SLU^2`UnfUO;hR~7`&OS={~I8nd3+R4b~J|k6kiRr8&ul>?<aI<7)_e&Q6
z=$c6Q9;4=#@?6kMT@jF82oImW@9zaXM29|XyoPPhYBTR+#CUn0ykKSw<cfT1l2C+v
zq&}D=nj>m;)&e1w?SA{F5Q@$qab}Q)z@J@FYJrv&SX0fzuv7KlB%B5WRkInI8Bm&`
z_VBIlF4XRq-wDH#pLAo?r4NyLe#|mE(w(5=-K<={>)(0@#!>P*D+e&2NW*nJc(ylV
zIFO*{8u*?k);Or!Zeg_GAkWUO?EYRARyQ^xKeDhUe%E2I3j7SVO_`;(Sh*r$)vG35
z02{)_FhD7GM6!}4GxL(H9#o`jko0Kc`4X9E=GeR>_a*JX>=F-7ZPAAT?t`Z9%Sw-h
z)(Yr-U@T+I_sA-@Wv*Sb*!{UtAZj}DjL464fWQ8ViX@BJqt{IR7Q1iONl9B^z4l)>
zLj0Y?gz4lNPmnyL{rBV<zT{5gh^S0VTMYMkQ$VAmP5yGDE&xc{9|wFP_+6qMU4<~<
zM(D-ZiSS9xR`?Cr-Rab)Sm{T}++SpA{Gw0nufG1)+Z@w2;zt6n*tCR{%a;TO>3@;I
z1Hj;F(~D@pA5qeBux&15_{E-KUvp*d4?xa%(o#Tep~1aAPGfYn(8YkX$V*7RgI)os
zTzHJouF5iC;F2k!IMs=jwLa_rKvu@@B>SvC86#I8`@}pOA>Wb)2P_8ju83;{S-od!
z&qJA`o4&|^sZcQeMh``YBX@^=;xv@?s%`+*le`{TNzb2ryd~o0aZfiW1aBlHsrcU)
z!G?(MKstQ_I?MBc;@BIw>n0IzFKd=izRK#&%lcb3vShsaNU(jx=O)T_s|V_P<I$%<
z#Ic!Y8ru8$G&E!w>Hi5~8bJbzU=4im;v8$X;;Hn-6v=~_D|oGP#cLlgEhg<p%%wyc
z@s8nSf*OZ^Yie#g|47X`tE+sgKH#Kja4)Q{tW>-`VDB!}R^^8+C~0`towyPmP))`K
zN@#jB1j@pxa=+KH4~}L|Ve0RmbD}>KG=?{AM;{nTh`Q|Exs#TWxBST`#YP@U;q8@L
zQ68_fw(=HUUZ7f;dqo&gUKzIu?vE<H3J}E&VCF`6niC0V#h9ZNdwuZI(=kIWlDJai
zQon_~T+1=t1d-2;(-M*Yq!6tdq$Yi0?8}aD9h)4X1~WW`ZqK@QkZ@DG(D@@E4q!uw
zc0nJ-PkQo&LiinI-$PnF5w_`ip})o#nH>Ycc@9-3D<$%i6b5Nbi%shZ0HbVPZVK;F
z3~;l%qu@KjM=PU~**0A#{UYZ%UZ%k$A^MZCB?Ad8t@kRUCfsT3NXucl85G!y(7Op?
zxVK)yW{UZx;h<Qn#5dzhE~+yR=ov=zq@|nAxcvb$o>bjcE8GQqH28*RufH+gg@fWT
zd1M|%f;a6GBEBRkEx)*6-R=IJ{h<Sx*BN_X{ei3SzqkZ*LYhwLOBkf^6ae$J-vTFF
zNuStCB#+3mjKO1v*Mq2&<WV0wlO&1qutBEt6$h&WI1&SJ_k_>~(^^43(u<Ygo<c|6
z`8w=Bpi^dU8g87<OhvZ|(R1+abj}#NT?$P46C6>H4l?;6{z~BYl5zyQijAhz-^TYo
zl-?5s0ax@5jC9&Sgg|F_9F24ZBxnZNqQ$pBJ}&w^v5+2uPXMuT;(Ofg&$s{kNnV&J
zy;rX*Do2Q-q5k$)<aFZB#^P0eIJ@FEjoM?(h;h&OKJEsnsn}v=$q5w<&K?xXi{XZ6
zg)w^@sT>7|=a^oLewaIc42-wh)eQ^Tkzk5Bu-r;qN{=Eywo+MmdTe4}4S6bA7dgW>
zm0U-bGr<*LmSQDyBPFh&_|Sz45<q~aoUT%cME$((CWT=s(9Fe`uf<_8SWY_lyuRbF
zkgnK9e_9dcF>VB}hC(@iOdsNo1{~6lX17(k%shWhw<QkhkF{w&IaIkQCUyB0oFqz=
zAm5an8wdsiav;H3R!HRPszgU%cf3ixIHSe$KBSIJL6Q`0<e+$$UkItbT^`Wedx0b<
zL1)P!CQv4D(BHK}6%pNq&v_uGJiXGh46`l=$@*#G46%NYR)<%jB@tA#NzTz{o|#P2
zM7zTVWG?<0wrt_}wr_dU4MX3v^gId0%bSho<JX+ihg{j*chShcFu#4faMGDYjWOSS
zk;&{24c4Ly$sNL%n>=IB<bSBy+>~WW2{myB`3IQFa8j#mx6N_(CwlLT4w&<So7%U_
zT7!WT*$7FV=oN1=HL%Mm?D_DsxfI5I{G4qvg3BN)`~Zllj+xhx7M|QZf^L>nIcZ)B
zM*E)%PLA0Kc#~WeGWd6blFc>K$i!hKa;yF&7oQhcpCw=<tiRsKx25Jr=ry-%tc`li
zrDNpbfFt}2y7SJ2bCyOwBwh|3OCBB9cD+A5=MMxM{}-41m16WyeB9sR1O9KU49XJQ
z!&N4A@TdkFxgA|BN2K&QqH#@XU4C9*^lcKdQmFGDa)yNJZDi?HaKq}Nr+NjRh;#ye
zKzzdSl2(uelzsST&EqcJyMG>6`?sj|KM2w+%f?j9XZ&d>X9BZOnn&qvXXJ_b(`n*p
zjy(d>hqaMj$eryK<U1X#?jURzD^Ci5`o9Pi)Y}YrF|Pu=3P}s6jBN$4zUGLZ$F!pT
zDf6W!k{v?y{o?B>%m3j^|8MN;|MVedOwh(W09VT24?yZmSfp+zP{9CQ=N$~&lKdGo
zNmz^k*GF3`y$f`9+Bphu4(W@`0sCemgCgcvAxANUavEO=?vXAPMdI>FSAYLV{<b?y
z4Xj^?j|lH0&F=*|JW$X<^bDo5=<wKl30&?e1g78(MSNFEF8TCx27l$KXG0G(eNw#P
ze2GyzaF)SA@wlHk&OPtIL1Cq@#HWJ?BpQ=^c6A?qk7(|J9+TM{$HO#QD=KSnN)$I1
z0WF)OWpIFVETCvS%OBNtw88Y&nqETSbAHz#DR{#ZGp(AB1shUg&BS_q5GqapNC~w}
z0D&6$Wbn(`D=L9%KNtKAWiLHiegy|hfHEZ93IeeDiB$zGSl|o_?sNkW%88P0kAe(w
z!McC)c30kg)RcunE1(hCdl8k5Y#0f_0@ATt3kcqZy0NwB;b@K50M2(4B*qp%1xx2A
z=m1k=k4DTA+rEJsHEqs-XDdMo{9;OgJE36g0yxE7ND^t9{XLv&n^DaI{5G1+(Y_AM
zr@9|7o-@wF!c9as8Bo8R=@>%?@kfZ!gOdXY<`{>B%xnQ<sHIB%3?$`Lfi?x13scLA
zQ6Tdtr5BRS&IAV@Yw}F?uOIx^3I8S1KdFE}eurap$%4(=B_0-5d6}dG9Ba}-TITrp
z*xGF+NJrczUl2Fgl2RVNRjKS`qVMS<Y{87K{58W7n1GH5*-tKdpYBnnGLJDv8^f>_
zh)ykn_Or6(5N{>>d7Erq!!_K*7mJt5OZmZ3trl}RwrScUdn3}1@8;_C;RK$b8x%CD
zB>>t|CLP$*BKnjQ+zj#&{Izeclfu*mAlnIOAQvQrwhHcE15E8kkj!=*_~&G#rHZo<
zCJRnN49axNq`Y2~L>91VeW?vnYmz5$EobU|k+D4qK1EJqzz6M@R!B|)9dre_My8^4
z480kdg&tW5kp<rY3L6n@2kMi47h*4N0NV2f_>$yykgfXey7VLg#Do{3*>w6GXwaTR
zKxVXoni2GHwiw0<mcTE!fouaXc}Cn_DP4fy2Hs+XMa&a_eg@Q3C_t^-U@H8zJBnuo
zS|H~J6!0-PwP6fQ(%Ox@qJr-UMF~7v*U>+1#TeKM;*?!5g)Es1HLU{4vp|O~lCqtV
z5X#T{a0E%i=7A@>Dkq|%Mvztiunkb78xNtd*Z#E$e|Qs4%8g0c-+8nDCI=~%A*olU
zH<7f2nmi>~F-dQ4=+2Rj<=hov@0{;_#53vae5`T^W{t*oy-uO(;F={%LWAW1SBdE&
z$6{`7o*A0>!p_awFf={o@cot(d-zrmf2n+6{atCi$-$`ob325gFvtyJ+|CYvey_(A
zfQ2Sg7hv<y<Q2P8lc5m_aeadOsv4R|G8e3RRjdftDwhG9y~rJ0%3(@QFA#49Y5I=>
z@SA@gM4E|TMYpZ?M-g4Xh>^}H#DYuE1PBe{7$7czWc~H-Uv27NyY`o~{B=wIWZEHo
z7gE825Lu9D!Vz8k)LSKm!*#i?mq)<#QqOMfHnn%?rG>ja8TV8gj^{S2nfk%mPr`H~
zPkF*`Sdw`MP%6`^_TIMq+bLR5x`Y@&{%-2p_y37xtDl0-Ea_8dHRKs$R*VtsTC=nl
zMzyi-fimA@(V51}pW}&jep}B)`m#hi1D>PlXe7vk!d5cuXF@i-ZK%J$u#4LA4tkvp
z3pu#}^0*E%QO+{R2M{x6R<r|OE-~@3$z55ohABvvQTCL~2@AXU*V}*E%m4VTTdY&D
zqA8c&itJlLrQpBFWF^N81b=9IJWf+KPMTYH1<5g;Bm??E0>=kfSi_LD&HcgRo`D+_
ze82Sk{u2|QR0rVp8CjsU*FnIq_#%(B+?yEz3GLha;pPI>Dq8Rdbqi4=I^0RQ!F%MM
zQjPzpM*^0_kJyXmcTrrfU57L-9ANS=#4j@6q(Nftnk#!AE8cl<U5p0O_``9MR2Y^R
zp~}1uI}ZZxVLl+jDckF+mi+a?f3+Wt6T8>#s(K9FdpV{>$wI2!7aH+d6Ajf|Ouv5%
zVb+yz2V5pk;I5LgLS!z&%TW@0>`fAH)@NvPZ}Zko*3Up|fMoqGPLa?KL}kd%W8mIJ
zzMV(TN78w3u3D%8GK>5vQ|~k=3vwi0i^Vs#i)vZWD{quY))wy8^&#Yi6AIBShH}yw
zFCn0eObV}ep+?upBHuTm1&h|GbnRxz@fKeN$L)>+s)p#fmVaF=_YF8~Jpv+YYMOUH
zuta+O2e?)V_?bX8wZAv%MoMa-!9~*!VO`x=p9&lPZV){==hatT#+yL-{r&5`1O4Ux
z`u4we{x?#m?$iHapTmQ_-Tm1s;A|H{ch1#yd06Q5rQ~SR1S&ve9KNes#5MUC8~GU2
zkWSVYcZ<LI;XgJNW9|mL0YZl+E@A*>^J;bs676WChbIgfFDfj84+QZY)JE2QjfB`>
zv;xg6`u1&CKx@taA_J0M!irEi5-i)aTaH?d3W@Mz;W(vcJq7zcbKELESOgkxFiOC7
zuv)o9R&!&|E4KeLGM*$d6I$DsN%r23Rxh^gb$v6Q7<?gmI%$J}YmMB^rjIQ}QQ=ij
z{RpK70sGqGpWA^x>P(it8K2JrNjP3K>Pc<%S&>rjoAF}j2cOG;8t~O~AJfh*DEG#E
z%OQMkeB_y<U(5+&sZvq$^>h~VV2({DX|xnFI)#@aSe`~r-vy_Jr<ewH+N+0@w39EY
z+fEfp^@zTWmnBeRjs3T5=B?~>=x}3>=i+l$>?}E*XM6%(*-0O!%RmFd?Cu?Ti#Wdy
zb2e4J9r0uXGpX4_m-0UEQa5Xboh4}G#PB$I!3P$w?~S^cel|jwfMy?ou904)O4D*B
z&xx37j=(K7(jl#fZt0mG;qJUoVByHFp!~46mpI!!I@cy|GluHpY^;NOF5o{?9!Z?N
zpSmogSi4S#mR9CxY`rXAQ)SEa<nJ>@ouah!KDbq*#@knh9Uyf>GX#XvXq1PHBg!ev
zCqDv9Vz!Kf9V0d!-<(Gb2!dW7+G&^MU_CP`s4ev|TEEH{u5u}QyZS&uH%-y+l(G?R
znIG1+{>dXrc8t~Qgf@dn>Ak7r+v=lNw&r*WyjnhR9X73xEbZ3Va@;XzTr`v;LN@Rq
z6n^cwSnq)1nC|$1UJGwu%RP&Bxa5UH_xPi&hi%P{mxwn|(mMM6$5AM&R%Z?E^KX5c
zt28{E;~KK1d#wwuAF4l}F+Qac-L8=Sa_cy#NVnehwEt@CB*;c5UMM<o#ysAvF=v;T
z_ZXjVLS*<--SaV;0u&X!tZ-e*3D<!15;M)IgPStlYT=6#fEj{puHbG&RGu8q0RfE3
z=peigNiU)&0ef6O|3V|F4fioU=Zj3*3jDU9Esfb|wBMAmV)s2;0eb&iABz{7<H@->
z`}X;28_@U~gx1f=4=Uz)z*5cXb-nYKzrKAe^R-jG1&g1Md&C$%P&-9l()IiiL%LpU
z_4$!8)jiq1a2)EMx9_CY$|~L5{3+Yf;|p{4WawL8r!a;FYR4=}yEfJNEC^P%Wh2RF
zUUshcH}o01L)DE#_O*n?4R2qbD)v0vL}4#Jr&v5EXXBl_pX0ikhmzfud6Y$%^-f*q
z?1Bm32kpfqpL}ifLbWdAS)k)kk->9XWI)hVt5dvPIB!L>$Yqnp?Va%4-i^A9t$<6%
zMh=S<uQ;JN!3a^Ga*~mLibdska(xb-PY(2M<?}!BG3JEtAFw-8JP?;F+B>L6KB|Qz
z-Td~&SpC@0bK-dIBw4oAPraAnOJw=5LKD_E6=G2mKLPP@nD49lVr(QWSS*jsA=>qv
zf6d3xCE<*LN71`3%~4(yTJfSGsQK^$p?p24J-js_lDlr~+>_?dWLMts`DE9&a-u)d
zq9OThD}sC&h*qd~NX{hEE`N+jZcIC+kBmkSOG)^CM;)rl#wIe$yGWV(HahX8ou_~L
zOU(o~=N80Xc=J~A?Nujm`@PJC8P+K&n&!7-tYhs0T0Up8@kz;o%2EW)!C!qbH0JB;
zKF~V6g4>pTlM9mKd@@!p9_)2Z(H@Y5xjbed>F1X}$PXYJ45W8Vk=h9FR6q+C&f#8a
z!qR#uEBof;$caLdzS#te0@sYQPV~lLcH~eBgeuyE7SWrJxjHXdfjq?R%0aH@9KnKe
z!!bU=N2gnA$1RPZ@5xh&wWaaA(D5L|6`Xa(=OlZX1xneYCZILf3yY!={L04^UgrBW
z(cG_?V0qC3F9vIl1c#d=fojiQYwM|L9u;}-z+Pb)v1&@kSzHNeqsz_b{c$zH>4Gwj
zK*y+J;KcsbS5Dr_+36*{IrSiB-`n=&VZY~j-6Tc7vkHYAgBw$0o0|H0nr%rBnqIJ^
zw1ihFSEF{R-*crUmAI@rG@KQ^_-Wo5GS&z~$Q+?$x!jqALokX0;&P=NUP{Wx9u~DK
z@e}1Rj>OL}kkanM)gZg@gnbWt>yl$4iomO%-Qi)L;i0)`*3({hbAG|4qL;lBol=pC
z!4p4pMe)Y$;Js9*Ma?<(%fw0}77YWBfPL`_u!gN4(6bJT%!T7CWu&1R%bqs-(48uG
zd3l(Gl$YO|L@g>qy>{Jz)#`=E&1`e3w9iO=O*A(Q)e)LsSOX{3H?N>sa_!;Q0I(cM
z(2f8Lzyl%2)9IU4tWQezORqpl=97l#Pm@sSO&S}~JC3Z9d{X69_XW|!U~N@FkeO(R
zF1naQ4kW;Rmrx|+K26>j#G(%&IMGpPqeKf7Xz)m2mI??_c2Um$fVV$3q>=LQ-Ij%$
zWt)p<NicPo%|ZKKv7?K8V2_h}*{lKELRat}PeeC>tJ6kCT~D_*@rQNqy?T(J`QRel
zBOy!AU0zwdq;ab;t_Quq&)(v5j{m5qTIedRlM()f*}-wV^+%H)Q5RiJoM#k-BR#3J
zpS{Id<K#*{tno$0E}{1lJ8NG(#br%kg%UIL!g*wE%W&zZgfZsTUhH;^>2*A<7wPxA
z_$hT@SJyJ_)5+~GaS@|oL;d$lPhRqImeM|LMO>~87SG|3Z>G<A!l2J}k4?H=T=BNS
zdx!}tfLKp$>UzA+>*_s@z`Mk0n%LzOy|gB=HP5=Wt;kE07EK1Lh(t!4gGNZN?TwK=
zFbFKaA&oVS=q8%SJ|LA#uWa`-k8&AZMn_iXybxf^?GDFzyd1_WHm2*Q5w)v}iZc`D
zp5@911%eW`W);-7MDw(35uOr)rk>qMG#xb@xG7O=D9Ej3;IDG#)Gs>4wV}jS$5A;$
zD5mXRE+R6e^C1w(0!P%J<X>Nts2TW_$HM2fJHHLXRmX^NBRx|)3U~h?z>677s-SQ?
zySjWumu}I+jTNtWSw*>NNY)m2?sRBzmQT_`@92{|Kgaf4=fxEG`g(r;5T??y|A_W5
z&*V-|OeuYqWGkC=<0YDLAusJ5KbOZn=d{JX`kBRv1aJD>-QxI(prNe3VG{n$j`K|A
zu$t6H-ks$AsYl%KB>%zQS9cZ>ZnSlMk%=`{?ww5t8I_z=AYTufmm#pX6f3!yb7pOg
zF#>%hxud?mASBLePNKd_(=<8PkRmDAAj*-tUOqe7R<<X01g=^gn&0iIBskY(#9AWQ
z>sUY9nY%%B?=Ble&&K`3qFS-~Pwqt}ZlF)~d1)@fo-~io9gvh(zAM&mT;HJ9P`EDL
zvHhHKSC@sQp|3?YmXg&c<iVNPrE#^Tc_Ek0rY1((r?yc~svoZ&vee3_Og=SHD?zq$
z7Ur>Cot8J{EV!f7-(i|;OM}AI#DVgCsb$U=-}tL-**M~5duD7*ir=*8Q%+-i<Ja5T
zhw8JOHPm0|DREnG<7kI;sW9%@*VctMg5GdegDzHHpwI;*8-l_wq{=DStF9DXw-G-R
z|8e<@lAv!vyv~gykGu;YAU6Z3D<x`DpIw*WQkMZH6)lwMf}49m4#7O!qf_v0;D!?3
zVFhH-V8EI0&i*nVMP(#aAj`-L1rbEK4nMH4Y<q6b{QSVPgsK~(mhFfoh_~Q;Y}Qq8
zIklOw9fvNGbdu}ZIVPyI{ogU*k)s1dHp#pmQL_`++b>9QjnTjCP-;-6%#;=pZO;f*
zl>FLS%!fIA56W2)^x1s@(uyMW`HdGb;+;x8PE9PDBh+0r?zn7Zl-4H<<OPd_o4-r_
z_MLtVRrJ0lcM-)aGb(v7wkCChhlW{kk?l^eGZ(o2Fu#12v7TLvyM2#Tv1<Ndyd+?u
zhxW1C0ypQw1&)V`OU|u>jbJeepF?G+SLCQ$y0h?mq7^E<J*7QmZ|4+TNbqR7^MZ<s
z<9X07aGnFHfGJ4%*;jfS4@Vin2Ew>gDSGoieUb4_(4Oy?abh5cKn*CsdX~M2){&4{
zk|=lekIVDNQbG2JFveoeP>&jhC%JupP-&|Ft|&g^POyF)sDm>c(u$v+QWaQlt62(<
znRy^+?8sjAo%*jD2!Z(10as#Poa0t4ew5UKJA8|B=B2h#MbxU}R*Lf*9Q_Y^I}8Wv
zy;Uu4&|9?Ql1IuAe?{bSdY|JSHijlxbNW@|MZL`p?lzyKKI87UuU}-2Iw0?w6Dq~_
z;+02&4O|}a$giQuen9W=HPZWAIu<&hTPH`j!BiB%+pRU+O{9{Owt-+)uT8!Nw9%{f
zLIfw}Snb_hX+V>7#beIeo;Nza)f<nhUB<0=yCS4#5$3cRQ{$4mp)m@Stu#NOwyd;K
zw$Luqz{Roe#F&agj3KSLYD^*FULmwNzW1KX?z;02OJim#2ioS<Ou(5^QD0gAg;4c)
zC8GnNH4Vl3inFWNsVAP$`*)ODpHC{Q#(f;;i$16Y-_jZ@pbo%vpDL?)HVdvZ-C^#o
zREARLyktROnbJ!vCi2O-mAQjrr9gY%cmse(6mm3Q=LD&3%mdENk)w&5N5kl)u?ji&
zn$kRa(Xu1_NNG%P;fmab#COvzAq|6~M*4SZrx|8d1jpeG#wPR<LmM010YJanFd1)e
z8)2IrzhitVQP`>V)Su)cnOV4S@d@?&@#ohI(glt__-8fO(^!>1q$HkWy)b+BJSJG0
zeph<u18jsI4;CGzeoioI*~msx`^0i4a>GjcIf>csX>JBrum&9lxh%Oy0LL`FDKxRO
z4cSe;Gif7V`er-;R}L>2bW*%iQtz4zofUh8$M*8;p@*Pimfuy>wW;*v#W&)kbf)CR
z5ZOW+agS0YOmKI8;vVo!zSAvWqqOsxu`VyVW{|{cCax|}w5I5p6gw6j-pOb$wVv*^
zqf=k3?q|QB{n2Sr@QTV&dfSQv?j-s_#2I0USx)q&{k7DyXdA-RQ?B9m2Ob0}+)j@*
zo)A-2Hq?*x7kmzaUbNYjH@O#>?nARpq8QfIY2RrCyJ<n)_66g|4{1cNztBlh&1@)M
zbuN~4jcj~;UXlBozV;Q5qYqE~ANJlo9?Ew88&=(=y-HG)xl4t_RCd|T+@&beBt?k1
zrIKBfklmQ89g;FhOo+KllEfstY^Q81q3kBan6cl^24gnYT)n5(TEEr3*7`l~^FF`l
z^E}VHKF=RMA1>E*?vCR)&tv;Noz*@>0=MHeYVWvLYr@GHBdh}lxiTpcpjTKVrA8{A
z`@^gAQQo^}7m65x>u3X?5(+0JSSD?IjKhwW@*<@4k#AM8_1DLK?g6g8+p=d~wle@8
zVv0!-8JTBuJi1DAcga!ZaJR#kOA~j!_&cWPGXRBhvq}i^<kZkCP^3u!cz(0AC+|t<
zu}?Fvp=j|G_K4=BT;Woge?OSaW7jSEpb4O+t1alIOJp3Nk#lW+_QRyOw_Wv&Y4@gp
zO494U?EKaTIad7|?RR#KDc~naG2PhrQhnh-AeVfE%NdtEhizW-^w^yvUE@Bwgx4b5
zaVO^yY!WcWi)T^K5U&y5%wwD`MQ>Ir_fBXR5nxxLx$Hq#k8ims#81x)ZglU>r~xnE
z!4_;J?I><JN_Ag(L$4q^fwQaf;R;FJrrA;k#tGl$=4CrkFVYVoTE$vyWewM@kbL+!
zD=|K*ndL=z-zwbHhh7bv^CBl?Sxrh_MV<7>&c+e9g5t}Yul+(>^_A+2Iby#^HtE^Q
z{GL%}GLE~Oedl$mg{^kxb(hBcN6fI|(}6zT;DWlN_N?vUAc<s&1Zz;GnMr3q<wnrF
z+b?1RUw1HpR@9|mG6z9Ze%Q!U*IpPi-lbrBeQ!j}j*NFFtw7ezb)1Nv=yWjy*N3{(
zuCh@2v>-GKS~03by$);q0iChby-=i|kn^0g2bxc0@Ac*T=Nvx6LV0HwX;j@{5nay3
z9t+oS4EUBLJo)YHbhp2~C?NM;P+ye+KPZspeh1d#xu52_SAm}7yB2Ge9k|-<*pxyY
zOTqYmEb$hp0+<8iu@{ffQI(bx8BO&2#{9AmHnnHCi52sXzj)x?XR2r4smM{G1?Em?
zr^ctdAf1lo-QzY^kSl9zLc>Nrtyn$;db_E{)tsttybhFncOdE_;z<vTa;4>?@(v?P
zi)3sDv-~rR=b>v!yIymPs;&J_(Ya@l9j}}{na8C4>u3Usw5jR4jLH{jKgiPOeH^Oa
zI%ao?8V1Qvdo#9ud|jg8n|PX0XmeEmc)P&9Eq^++Lpm;YV=LYzX?oxbW+ULuEGf>W
zkURQq<X+eC=R;#2rZ-~;1NrtGs!%LtNs_T&a~@T=wCwWF0Q<OS2S3OpYiBh#h1jy%
zm~pq{aB0b-@`+HV0K`2oeZ<i&nx`r#Ylr8hR}$SbJQ8Ya*UJw{jwCecCS#c?@`&v5
z%xyQGGbn?>L7A=D*FT!(bCwuo4woF(f^7Tg*Lrk?v21D-bIC-Rea@IsQABotXhr#C
zRt13>EE}?wGbL@Hs)33x+Z!*C(nvhepqd?Ki4OM%I!I12G4@-ZmZwYuhuPqju7_f%
z5@W=R$dI@NrBw!2Y$>N!^2~g_lWZO=^FMIY2-Cy?Td?E6Nmfj{(eVx^df>=ck%^sy
zIe96I*L?dVUcZnb%=G7j@|B2nF6+32N~lx$bP>{-7mAlZ?d0q%JXE#rv6uU@npfr=
zSRE9L38f~chg|t1xF<|{^-+S!MM9!0x6N@NuVDJFh|t{G9WowFyIY|VWK~y!de@*@
z)k(O+xtI^FeVZ#xtKn9uzQ4&yK<B5yO;c5T=v8WbTINv)vNpXHXQln#H}UM4UCrL-
zo#=SIo(~<K3E~-2WD#sBywRtH78DBuSf*H)lE|t%o3+ySzdQ4&K{<_MHY*0;cRN+K
zDCh+4E5}OAo6t)r0|i0$tL<0OLqy&)be>6mXO)Q}Z&_^!WddT87dit}9cZ~3!S`a4
z`MA^O12NVJ{u^`9eMmBMN~8AKjsk<%Mg5<0McbFjRkh~rZ5}9TKHb1%+JxXs$AgQi
zBwnHTtJH$9@ccuCuSVr}Y$XPJ8ls-lR28to{h3&tRJ*RZZ<G-cO6k+5aFiTPPaJ0w
zOmAWIyi&Ib!?<dKfIMN~%N`G<O%qY~CnX1BCrl&>w-rU*So+{m308P}I<Nlo%Lo2|
zCKhN})~>`_k2?uIhY#1?XONCNs&{!=;HkD~)~K)$8;Mdt)L?626uVo_GV;`kR$bas
zvxNz1+gN;a(bh)SBUVU8|0wn=^Q7XoZO3t;6BT_;cFMaNE+t;H+2`0?q?>%V*jC~=
zPGuDjGgTbxZMg>HHCY{pUw+)y##-epeE5{YSvC$a>F{(|l=G>Q9SPdefHC`nzsW1T
zA-Z7V&zCdZ3yM6Q%LArN(1Mnre&NKG$?q~HMqvrqudK1EEag5gH7WDGL{3iAoGy3#
zfx$(*_%!(sjD8TAEf-#)M_dbv-=j;%<Q7Led4-zl;OaVPI_igGTP88@^`YX~v7V}<
z9pQWZ8GQG*mnP+9rSZ3F&)bw+rDsnT6ydg)C}DPSbLebxXWyy9&qQZG))ybv)1=YC
zkLvwzynNo1H*Q1vfZ8=fedls<9j3Eld)mkcahhdN$p&cYvGn69t>3b<x=&P;CMJ|H
z!^`jz9oX~Dml^U#ucQ+iubhL#{v~lC-q5!as2=-f`n;ac)pQ%Y3qh)(^!uyzce1dR
zEZ*tdxS=o5H4ecU<Gze1TZ_>ul*S@*o&pz*Hn&!e-V&`zS~lky)9CzwzA;DCvV#gq
z;tL5jRU0f#MfB+hAr43FH}LGX$86Cs-=TGZ`t_*TtJHibVuH#-A|)8wor<mSZ*R(Z
zzt{~OYBpKL?d;gM(lsFBEWjXOjv>L=A?ij5b;KhhvBV%utBYka{_Z4OkzB)ie$ad)
z#b+$5@NU;jXHH9QAFA-tY71VI-MuYaTO1sW$()LYtE5AkL%jAF@62qv#Fj%e%{Hi7
z+wEzeN5PAOwd+2fOcb!@A_wz^5Pg7!3rWG|*r91D8~+em4LOrXj+d{DoC=d;J<)-&
zcTYkQSe--gWf4jT`3mtbGS`p*S_z0B_pq3vjb=lj*jlH$3EOXrr63Q;AE0H>`|=DB
z^8=1v16s#(R6?7P<>>icOU;(bhzWxI5W0_aA4v$rino_(Ys5LAjmCiQr+V}wGr#Uw
z4Fve`u$TBV$gx|jCy3@|2p;k5!?y;NoiW+xx6Ijb!H`qe)~FO}9p7SW6CIR_(UNP6
zCb;?T+yXQmFI0jOXI?!^-Cn2#1@d$4o!d<uXh_{4xSKc7o?^gfzRh)JT1ZB;Zt}*7
zAR!P>cNQ)^k?E_j*VfJws1+LqSn)^9Ep9&o`Ut>%c^X2lK`RPXS?4pjtn;lEn>|YO
z?mj|iI0o(Owbq~1jhj45o)vb`J8Fo?f+hGp>2~S5Np_{7V__8&M?b!KacZM%K7}<l
zHR*?6Zer&4622(xV6RaAtu<fX_vt~+Q)Bv>zwjDzP3nRc0X;zkMzraQ+p8IkbJK<;
zQzW^418uJM*bIv_I&%LKbs3Cf%c0;k(kF_wjs-p0+sa>`KDceXMsRqbjJh4eCfvmw
zKnj@2y)JUf=DY0Z`t=_+ni$`XQB!_s8*0`OIGX5IQ?Zk0T{IrgZ8@FG!@NjJX@4PL
z7`(z;4;ew}&+34|=GRZ|7d$zop0mYY3mC7WZJb$Tv&HI$DiVVRjMm&(p0;?_Qu?q$
zX4J^JttR#HioP<P&LhLa5;aLoe1Vab^i2E)O+fvRpPpm9Z-6XJ{HB;2f<G8DHN1?<
z>@B7jrMl5wP97I`T33k-R;o!RslGkMZ`_xJr&!LME@<vFEl|6~BNiW32?H|pJhjO$
zV<eDSz<bl0cKG7XvYiyWs4YX@T^|WJfx!4SFGImXE#;6^pz_G;K`6Uos<VdWX0KmW
zGXt2i*{08kQq#0>lN_6IqrXU)#nzN`8PoDRg(*JTtY&8e7?d3$gSvq@0cIfZbA9gG
zZRUh{7jZTddYcqf0y+3gpxBGEY}{><GV+nWbOycHrOG4IrMuzm?D2yeC!>arf)Z~~
zpNKdxtWW3m33F0chSb{AKgLUPx|?*i*6k;nPJ}}Ix_*E!v;w2*5kkG1FBj>e*=FM0
zJK=t!^&(A|qcFT=>yoTPoGq>bB1iH;-y0_yq#B(V+F<Rib$&7>-^*GTSIY6*nI}IH
zPn{|5#crI&t`P>ZFP3Hq^IWXmovK%gpI*9!X-&2C_E1IfTh4{4nB9tgtPJiCN9RWP
zm^p#)znmKF0>AR=(y-;D7lWB(Xi)Ko3$;VDDJNvFnRqMhEw1DG)xGH3D84mj3-nbE
zcz?dgojL>XjptGfw9&#N@He5`cbQ+6LC!2Bou@gq6UW2Pd=@SNu$FTj9C^7Mv@i3w
zqTB_eO)5>jZ%nY<=DwQGqb+M+uUP7VnAeG1nREzVFlj&XXdixonY@MKEunN$dVeIN
zHw5X}xfLz-JQt)`n<wn*TlnmSz{AID;myxgYu<!Kaa`<IvLEA>@d^%-iiwKB66oHJ
z+1h;}$ib$_kRBSFpa5HanaMUEoP68$F?u<Nza8cN9)MlOY1EpbuGM4+g0btQ#+%me
zkesf~Hh4V%pSg_LRD`?}2BeRbFmJ>A7Lfxljd-}Ro*i;AsOL<f5JxCWuPY?zi2myD
zG6wnZh8jv8b)H??2tm4|F0AhsP~O7hxTLc&zjKP9&XyqwPYS%<W1q8>PE5VfonX@W
z%8bKDBc)}R=<+7cInKm=(9-gc&%%8|FVuU#dS-=8%yNJsQ|F>oTP3lKS4o{k;z)JW
zM7#TUFO-)vKXXi6*(s!!K6LoBm9sfOG~Q44QXU5m*I7_?TyBEF6dYB{N}z>b7Jy_h
zVmIBkrLIlj?~0j)KPRE1^txy<M&!t$)^w!yP<r^z8*G!CQ<x#}ZC9FRrb~h6SA*v6
zGUiNX+>3-Ax?*F*0^o7%^++;^nW?9(8WrOseDv(2$CG3eD8_I@6tMgJh9vO==PcLm
zDY6H<?$-J$n+kVF(_&~k?gj6ul3nIwcuSIRnAV+H-ec-15ZsImmslgxuti=G>GnGB
zs_6L~`1!j!s%DnWG;kg@$5^oIZV?IRc=Nx@9BI}@pLs3W<rJ!}(6eDPAMqQI)?pzy
zotWbrRf|);{jB8jmC@K7H#KuhP4U-)K2x*fTxJzMqN<WXS!ZXki}NP+L&~N>b@J4E
zs-Oi<4@sOM9>w3RynIo_DGIna=tpWyx^Fb$y|YJMhzfiDF0VSzoYc&$L$Wd7Wnj6m
z5Mk2p%<3S^=|WP=cNy!h=P$5=kgyrJrg?r<ANfvF{3B09wWtu~CNiLl>A>{AHcmrn
zKYtZ;<UHmz9jyk;S;Qg$7pj1w_WSlMXq_<)eT!dhUt?dSSmM7<@;FJ<EwIY{@D=Fn
z-eXt-PBFGQd8~mc8o%T^7J61h{w=pKb(1X1o7(AE`>@dNgKoPKh8hsKiO<@#iDmuh
zDv68e;B8!VxdH0$0tPwK0HgBw_6YQKy^a7-R!uzC>K?&Yr{{I<_2Co;Dad{6fHzW$
z@p=zViW}vXP3&>*!s08_2S0;A%H0cB=2rjcxr>Bpxobw}fGRq9uBfaOXi`T?3c_M;
zgl2$%%~gw2efZWrN(z@e8Q|z_o@hth7tJS%!W@_<0sGemUOmIp&hOdITUX9Db*x=x
zYJ|$S_E@Ps`M9H8-#9~pf`ntImuEJ{pm!yV#qo&r_8XN}iIPtvWp4T@S+J6oMEUMT
z;3(0o@uR&bUxI?<InZUAVTyY1t2YA->eK*|Z>+iXi64E_A$>%q&IcqMU31`_JfcVJ
z+#MmFMNSgl_Gh65mRRhkHXbQ0Cn)eOc6lH7&a55xNUU-BJ@(<kt=Bd}MUtjCSo6r2
zGnaPkNgL{_FTQl;-N~X^NGF{)NPX$0Vk~s`AwbfUmmj>gHUtc8O||+J_*OU5ELL9&
zYTTTuIid`Ws8k&28>lyvBXE!lUEKU6>xsJR6)QKnRf``be75olke2T`>;qr8LbBk#
z9A;;p;l}?icH+4|-luU!jeveX)v&;>l`T}DF`YaqUco+B?wJ``N_wri#3*SaJv;c#
zBYb<1UBb4DfHg9_gN23&XMaNY#w6U;Y1*2g$ePs6(MKvu-3SEMV2t6NPiK3k4u6-?
zGI-Eb)aSH!r>=$-efNp%D_wG(^Vcf&tV*t@hB~;04>4<5bCOQeygmHV^aN!lw-9sx
zww=kEGNtH*`0p~=O$#q7EDZmT+dP<+dfbQ5VtW4oj0M>JKyB-pnRbw?kp`z0;&_mY
z`$%}$JHfl({#`4q-Kd@(-<pSje+y7SZQkGgTW5?=kGZya6xwhT)$7JXsaMZZ!yAA9
z(P(;LdcEeeFH&TTRfG@mGRQtK)|H*@G|^tN6LNoz%X=q#kE%8+50nu*D(OYGz0Fp!
zipt^pW;?5o`q~W!k_t(LV%v8;dwKR(_0IAXZx)!jy?BXU^620%OjU54#C~ahu{T4}
z|BCwtbE`Yloh*NNXkf5ZsYg+m*+*MAifm>O^|GaLCm0ItVqET9Bsj1KID#=a;lgEW
z+UvG^-8=g=$>ylCSJ`)&PXb(r7u(`Sg~Av{m*;*PKEQ4CrxfIWx!>%r6wR5^DPR2s
z+cqu&xyI#Je&21mcB2!L(?scenWod^8j-2qt)@A)Nq)e&B^21Nk-U@zY)TBQ#x8fN
z?NMf&Yk~KXTJ*ksd2%RjQ5dHj)elM7Z@8y2lqLz{FI0!5OM}iyWf-L=%{wf61WB6S
zj5C~Q(jM5FH<*#`iD>dniWrW5b*3*wyMBB1fzA;vPBsAk4YL~kmyJ6OmY>bv)ighI
zbhbT=!<^Cdq^`qk_EOpXN*E5YgK>AX(hjlPw2tp}R>g_W-vU?|z=iB@Vs&xo%zOSR
zP==PbR(FO<y7*lt6D(Q`N&&NNgnOZ45AOh@^Q=yA&w(qSe~UrL{Z9xgO-?4ZAsa>L
z#b*-(^uOtm{D8$<)_A=|kSHATNUQl{A8(~Zf-#0PL#q}v<RPUc!A!2HWLW$yM*Wh@
z!Kjx5<KJaAfb)3u5P)0-)<l^idxMERi?)jC7<AhQ@o6_{!a__Yy&vMhk};(qilSdv
z!|T(O-DGrLOS_AUS1!Ygio$3KDbC#4TLo0bvd)}{W~(#o=62m{-`q$I$tXnjXi$cl
zUtQIuLaT^qa^4rtONo={jxjn~1=B+G3g&HTa$eSFmCg3C7{7#NT9f(S9j98V^|UW$
zq%Du$nt4t9GIOMJYMAp4zYKO3M)o$X@<g_C>9@D#w(EJMhK{V++aED%(Sx|X9mx~+
zlsvwDVX*d6yET5<_&2>73Us_Ky5c9g9RPIm`U~Ce{he+OCbpiR9-)@^x9;LBP`W}0
zJJ$oa`S=PPn?cs2Dvf-XSv9jF$huEcEA?oaV6S|A$1KJ=Sv@GByQ9M-ZhOQs$!;^8
z!|WhO9PP&QW3Qz2MK?ty7zuI8-Gr$ERPH-9FfmDavW9KuM{~7bKkR;}<luY?8H^VN
zP&+9)9U1g1aQ=={#N)id<i|m2Rdz-_4T{xy#-mq2GQth1786PG?xAv*251`MKaEzO
zOSD68u-cU+*V9bbem(jC@8q2@A|0~orIYcB7?lgT!x(wqqxO&^gz{fQFKEZgJ_&v=
zk$rs<x_}dd19UI1Y;&x80jBu4%Ir(2(cvrOcHE{q^lfByYrur<Z@hwm?7=*PP6Dz2
z`oM-ccko&NyI=_}w1WDvJHC&0-*>+hv&O&Kri<M|GcOJN6?jXjQ9ZkzHxm!DqX5t(
z9cj&<dVGT@&jFB@u;1ji6TH)6rQ@uf<fWp=a&uSRHU!nxBHMX_SK`@dJ#3Me*3$jk
z`S;~wF+=ZfMV&5idLc^ej;K7hAxzKmuJOU(CPua-rG`AQfJZsR%~x643<p22`lIrC
zr+VKZxPRZ5HDm6NA`w}n#vi)S+9ig`^2+Z-8+jXH>KzGmt3Iv|U$X)B@Zl{fbI>Je
z#jL$C@!4#C@IA=4_rTW?L@KxYc{g)Ls1l=jlaJ2YVH1&>$3ay6T%=DhIzd@S+x^S^
zYNwn%O446Ao_0*OI$=Q`LVk(t2g>l6yp%k7BJAAwrGamoV|)A4)jbQ_Nl?#u3*b<K
zZMYVZ+GUz7>e>c(Ru>r?_B=wCKP#2SjFcOFmsyB%xRT3=VVRJXw_&Wq+<{9$)oh>i
z4`jE{ttyJONv_Vmy>t1lvQ-&z3(A%t)sx9Bh(x66;r1<_PJ2I83k2Bi^r(`!2?W0P
zl9htSYEY{RGI(;)Gq{OO&a6YgHs7%rb3j7fvSpiZ<Hd_Z=?{7@zf3i`7m@mUYAUSJ
zF6-fpX>Z!Y|M=-^g27R`>o0Ml*LDx&(7Vz@qQ&EoW&E%|Hu-sI{+A61s`drF3YGYh
zWJn|@0__khG9W}@osGZC99>tyxx|5EHUr(ec>~*>%GaRQf0wbe=%<I%`(1#Z+6#%5
z853*IkWQXV*%nY3`(XWv3-ipc`uD8n1x689WW56kEu&c1w#OEC)%eGuSY+;=rPptG
z>-V1deWca?NJ&77fxmZ<7n@8bqOv`aEnMcU^I#XS2-faD<mR7hEkXSKJ5I;*AD&U%
z*~XX|ykfTd5<>4)G_l~tu|Z1GT`M!5Vss8|I#fc=|Mt#zt?Ur8f~xkOI<EG?;q%8m
zcQom0eb}kx=DvoY*mebB1rZXKvo>vS+4q^~<-0P`yY$R;AWwzpS(`zNut#$DZ;Q-v
zw*!yC?uct-qZ(=qnb$Z>S0Mc=gzOkI6PndU*iLaP#(Ji^*}{J+Lt1E&lXy1&>;uOy
zK73K^t=b|`A*vn()m7}|7Dlnrau<>^3%}@nC8n6m?U0>nam!%(_fR3BdV-bZ<>U9;
zeCVPGloF`*e5(&aCDCmB^=V_;3ZYkZp2KjFwj`VQPz~@TbbeYi$6n@YThs5}Pj;k@
zl`O~T)tSki;Blg7Xv>E&E86t%##Kf-k-7Q&KX9t3iE(fUbB%($6H-?c2SAL#Z@bqs
zw6L`Id2I5no?X0WX-_;WwzVUS=N`9X9q1i@kn0bGjm+IbY4#++#xj{$?u<aea_f5f
zW@u48COp~OJ7JF(K?!)FrH_qjq)ox0375Tq{EMkm%_Sb^)@rl}4u_T(!C!l{iu}@e
z26fD6WKXlUE^2j9=b+D)F{%GL!Dq){>bUU}Rd7I^DI3SGv`N$UFF?u~qlV&Asf_;1
zN)$5DAxmg`fUBMMGPq}b^ZBWl<HU#Z?;)!23pk3ErQ&g<E^SFkl;<oHZZsU!p#le;
z%m}=hSI5q{<{vbTS|-eKvfj3-d-MIyB?1C6I2}fvY0RxYtGoOD;C;pra=vvpZ86!X
zEx_5{v6Z0b>}FG3)}~Dj?e3;O<eP@9KcZl=G&e$R4KE_h=kYz8KNc$KnrEg4_Ax~u
z!UlYa0?Vn~Ri+zFnuhPw=VLD{mFY#)p%1!3aNz%LZ3d9<P5s#UKT0CDYmvs`u0Q)L
zOintTgcxR1BXzSs@>Kjnj}0v~eeM^o(rQ>q_T0#_C|G$Ztuu13&4k$_b;09CFE5Nb
zgLu&AY3Jx{g}0LDL=kSA{271b7ZCIf=y-U3suqAoryjbPc2-I8mL7S9r$**51@BHj
z!LJ{W!F7Wn57$q5^cEl`qTM?Z+SW}|*9S!&pjWi|H&~2|!^I`v4)>>V&_KGC>~!;X
zJm{e^dc9wCo$0y3TTqKxpBHAlzdg0*GZC@4ANLfRB;f9s?{I)eF3@Rj72G#HEJ`)x
zxuk_X8KsnzHbB5rSND{&lt2bIPyr3DH{j0Hhk9@}UG>^&8yg#%<C&E6ymMlLk&=~X
z-e7nFmx>k0_vZjACevp`8{<w-j+ch@ZGvptvrVi*Gbh`%QixeJ4U9ECu)pJVeyY#$
zqf&^bO7P}1gzab6VpNM5sG3!y;d&nuZ*;GZ6UO~6()XT_e(a3#+Y7cX{JqfgRD<J<
z<UYD$5Gic`*x@#i@Wf#5UK*1F@+uaOyw0ni3hsqyc(rfqws)=asxaVLMEPV-1Y|qs
z{2F1OxU3GvBvF0UKj{SbK{OnCvx#*>pzv|uhy1!`HQu(WuO=?GRBcm<DX}4WEN}Ir
z^TKjN;4X&lA$gxO{vht>Q6jVsCPZg9tau2`tjsi0lO(tFqb6-48+C|kUGQdP|Ec7)
z+jxXq?(J;e#*(MaW4jB7CzIVo5Ld1kur*EJu)vBbh9gG1yRQdTRp0aS6DH~fKW;zo
z)3nDMw+m_k=Ky!<c#N+u2VBQ65kR*!t46IVb7x1poy#8cvv#LT_wV@ah7=&I14bBI
z-eg*H=7FkX4nv|@|60SXI3J;_c2H|oR<(JTZP|%z8Fg7-*rL_EA^(k*dl<`@fV&64
zU}pp^jh9Q1#*<kcS<*z(t&zI{+sb2<Yf)=yG}!+6C?bC)ui#CA)#3E}i@S$TG%=Yo
zw76RLyjmZr&p^M4i%zoJZSGJ^nFH%kM&!P>&dw#&(CzQL7l0hW5i8l$riEbV3u`nw
z6?1%U?B~3)orA73U5b(RH`SLb-V02iN$(EZo1gNC%B5769Diza-ymRX+Iv0nEfSiy
z@NN&~r5C}^RcC9?{R7l@(uOEL*nVrzJJcFXAgh3{Pz(d41XUeJo_P^luf^7>mDKFb
z=AV&%^2i10*r$VYyi5XsEs;&RubuAVXJrn8fvA-uoTna2<As6+(1+KCCiGc@j1MmH
zNBBXWOEtxe&l+}@zN}&fF>8|Uw#SBrW`8Su{7kz(7^I#m*8!I%f)#E$NMsre3Fo*W
z_I7P6C{<n5U01`oML~^~?e9?MzNenQ;c5Y}2+w&r88jMVu$8EO@4O{*HT$)wNFsqv
zUYcI*qSDsWtU*Pi;x>Zag`Dns^V8JrRYh2^3cDjV*PR)R<*C+o{$g8|KGw27&bV=y
zn}+bf@yf)-A@dwv{a&)~aGHc>aLk)C*^kLNL1`{L^w&iNFZ8-PwBI{7n*v}TD!j6I
zcTmxZM0VKYxYPaxdk0j0PwS*KuKid0QfB&b-m=hVs7kcR5RwCyJtQ?K55t(#ek7g*
zaQ^*G^wCw5Btz)kJ}sIzvPY<c4^;$Lq`$qkCXBi@hGL*SLPum#(%I9(n8@MN>&FMi
z#5#Rsp*4L}8Mx>1(r~{}`DyaRtslq?-({8*NzEX>7syUa`x+^z25=|9O1#;HJf@5E
z0CuL$xS8Y(b`D;o5-4!Tm~aw6z*ZM*mgWMD1R#QdfZ1~bVhst_o=89A`mjv1XhtLp
zZ)eV|06HfPsl4r<bMkcKSR#bK`g03AFgdFmilswxb%@N*&(+0mER2VUIVdtL^QU3#
zaB1Kt<Rvw#RKDnHVLXxhX+DOo(xgF)J$0Yc(FEHJTE?Hoe_UMLVrx>U*>#zOu^UHm
zlc82{f^VlwmSS>NHG*S<8OP%n{pk~%@grmIwsEh?z^g6u^9(~**X>Q%;CC6pau*=-
z1aSm_f?<GbehwbNYCv6>x**a&{=)>j3-XcRbAbrH{dveJyH}7Gkba6<-vH^|&qPQc
z--+s?)P!o|>OM+u{M-v}lqD_pwlD05iP>L&9#+_C6++W(0Zb*wm;Pz#ABYZ`bQ^i@
zA(yt`g^J&P{>C=r(}}z&qua+L%fbKF{oJ0ym1__3j40)MM?fU<PxE(NXk~b%V6WFd
zJXcVudtjxTBux9qS#B(QR&R8@=O1Z#vU35_@_=E0{>Sxol*J0F2SvdUN;vQ5HF+*B
z27%8P6aRu)Ag`n3uQ1g6^Smi--uoMd%-H`#KPg4yMU$)TKat6P{0O~J^#_X2-x-&D
z2GzCt2dK$Ul(xu~`)>%28~QlClxNybaq~zw?lB&ZSj_ws8X1x#tL1H<|AL+qIo)WK
zG#!F!y40TJCdWl|$Kc(fB#S=Edl6kwoLA9GcW=5SDAXtW`Mz!@XzMch+xk}yAu>^P
zE)Dv74FFIoVy$r?x=g3V3hC)VMH2nWo;ry!sY&E96b#iN1Ek`k1>^?LFS=Nk36M{F
z#2g5%#);}YbsIS$4m+v<S^yHz(v=+g3yPZxwQ7Rk9}wZtOM=Bef3l+@?+hmE5)i~G
z<S||Z_K#O-W8dfucpl`=1R51USNr?N&;_a6IFJC@nV>^IH=>Sw5z~Lr2qatl+|)}_
z-X2WGr=QyhJMTJ!Irj5QS>jK_vaKRBM7~KJ4)qg|O7hFbH(|JkKX;)~5_d4nN{l>&
zD#7u0j0WEYJJ)f+)V>+?nAjDt(vWmNoe$*R_2@J0L-fpdvalL;W+^ZMnbL6elaK1g
ze+8oUw+^W7Y6oifVqgCJl6EkAMS|>Cf|RuR=jL!-k+1gs{J^3}?)RUXda(N!+)B66
zl6XecWPYjgCPSoye#SysL{=?7XP4dJaXeS5V&6M7?)uwCTy<zL2eV1Y|JW{@#1B&u
ztam#o>V_j<YD%U%ks?E$<#dP0m_^?}j~Jia3FQ$drh<{Palz0ybeWE!g%5%(X^?qt
zO#-Hf^U52@I<oXPIv-g6uU=L>Q+bbNfzprGWnk-rz}EM_=YfjS+8Z6Ruog;u4eAH3
z1=sym`=5vY3Sx(8fNE$sagIwr-drEL>ram~Wy5d%<0C@myJcTb{b^F9%Eeb+L6xBN
z=D8wr1eiz)mn!!~=E(^iu`?j9_JN92zRHTcxu7HRrxDn_`uqZA|MNSM5#hgz-~6c^
zvLNu41d4=L{rUM?$UPJ)5<>6fvVLyTDeU-SQ^1LTAIRD;7xh0sQAl5ZhIevEDgH`P
zhx4sdRzEMw>3sDat!f(WolN&n9cB;yG{@%DHM)lcChq_Svjy@8UZgX3LfbA;dN&jL
za}y4&ZzY7ek)adj{pnTQf^ia)1#k}ye@Aiiq0xmvBfv_-2{VUmPk*}YFZvVPnBMWl
zJ=kG8@bl_CD|F_-U@7G77yp@VnvNZT#XJPXJwpBU=eaBFy(6o2)CH<S7Kb_hY20>i
z?quBG_;GGs1^PetLC(a_?Jf3g;JE(#7_nK;<?jEff#c%D{}p^~C0nl?(=+mo_zRut
zB9ySo&l@Wq5;z;z(LeE9#*fBN^nV$kfa~^(jb=d=_RRc>Pm)#tzE#-&1wj12XGHu7
z#{X|=68}pd{yPHi{8v!U|F;m~KVgV}yLy2|yXJi+haB&C0{o0ESX0Q8x`Fr`IO4K<
zn*iK7&${RCikb9W-0SZ0%=;cWDyWo}p$`5wzXHv4MLM{H_T2`|>VcDE_P0IPjf54a
zCOyP+pI|-FV$Ih8ug@wI;8E$(Us0z>=YcI8EGwNK39FMkqmkR=bm8$)2)0(Kgc?MV
zf}VW<z2pg087X~EAI`A?{cER#8niDnhe1luAnI?QLUW(?&wYxAtx+dHyROord(dZf
z`akxn8wxxHKYjWC(kb-UPBVV)R0PIL8|z1LAA@{!lvwlr-=?G+cKpYvk-1T4iGfY2
z4s}NUb!1>te;pYejBE!|0bW{)5`Z?I6r+)~B~*~)Z_%a(Gao{Pe$@0*I_=*7zeoRr
zYX1`!@MqH6Crj{&IFt7%xH1|npQ_*qSiaK#SiaV$2xAa9zHcDc=)1A31Ef~`wEZ@4
zUlGOjyA0b4n+3`>_RtIYa^i(@LK{?pqEz7n#7%Dn$@591O0S8(vCTg*T$}VSl>Nbv
zfMkGhb3Okc9OdtX^O++Y>aRTaA8etg@{#bDrqQBsIUz6=3gmw37?WiHBF?)Z!X=<V
zJUl5Sg3A=J69>UP7MJm`MgSVwPId(q^>u&Y=zkj8m+@_LJoDGC!Px%9l6ufzq~X7t
z=l&;94JhpYM435R|Eo+wmA8IKbN!q&{}8P4A6)-q25SE`k%=9wz(n>Hy;G(y!;j(R
z(X_K=!77V;+Xxr$d3Vr>ene{B={KoCC))8*W9J_1a`@zXJbY{R2Z22`!)@lnR_*oI
znoE;rSBp@&celSZ(f8$?s%K^L71heov3*n(J*j;qb7`4d&afiRBdhc2lI0__eN0_o
zqzL;MrLimp@4n?p^t!oh>e`0U5{Dzq43JJ81#e@~$vryUK`PrvlU)w$2bK!9^^}Jx
z!!aY^Izs!AQ}6qyGtS{~4#6mS;JLaq=ltA+f;CZ{I#|B_MTi^r9Bh~hO}6rJ;Fo2*
zd&eR!rSp*0azZ<7zPnVRiwdJWvG76r_R9p(jPO0FX)gj*ZU$ti6Wo~-5I=w?JYfM+
zt<%N~4PY^RR^`VVTYzM|mZo8cX{SNRL2?|(h=#<Q3WSFryur^6*k*uN!_P^~p)W4L
ztNu<fxA)piyoSV!fNj#h@hb@UKEVCMAkZ)SnNwrDSXy2qmdd>aRp!q1kn?S>2OH3X
zy13CATzf&^Ap3t`_&;qOP!ae!eyRtit?v(hNjI-J+6QaG{pXgrwbT1ArRvayBitur
zRkPq0?Rv=v?UbIi)^?NrBK@%G<bK46xh&%2Zh5E_K8Kt?=_?$?w?glwCuy}!?bomF
zE;}4*8X2kAVBTy^SvLpMAsJ2{i$mFuew7;&#a7|FZ&=hL3STO=37aeXPPCMH_$~MS
z#4QU{oXTj*MF~OqXIz!*xreTk^lXwdIX<RfWd@>9R0Cl2RR9QndLUp<dwT)K7iQkX
zermagWjPV?0NkGg;{Ns!d=T|jR5wLh1tR+W@`wWc$9H68c@AB88=E^t9t2UPvr|XF
zSMc0d!+>8uj?IaT1hp3-RH6nqwg7npB{raHJ_IY=Q!*zlAPg~tnhO-X9|YEOk&q5T
zz`%xn7ta7WL>6;n0e&IuC&OnbZZ?7jm>1I!_gui76iLaCAP|n2TImr9YtEHSOq-(M
z4bBj6E%etWtCC!S1T)zn)*uIDcac3FK8PMC_KE0=p+w?84@MoSYXp~UMT#PItNxSu
zxi-vsDF{3Wi3B9Rp-DrwkpJ4^L%;uTQ~y7vH~RRaKG9sXDDhtqNFDhww+qd!37~hl
z&)m%EaHjLzcKYb@kq#-n5<6%QjQ_$Pq+=o{KzvhpyW<k#gDw(Uz*YCa_V#C*YyOP}
z4@Li)ss{flRT}`K{41*doiqP4E}G-$|AdMDZ+Cwdk^kmm;^u@I0>W(ZFJ)v1>;eBm
zMks&VR4V?Zu>MR|1nLjL;wR=L>owBwNuv_Y5J8_Tbt1L{2=f}OEK^u@P?$_$Z3?Wm
zHvkT7(U%W?TSwF;1D`ca|Gs-Kj0so^whW4BLm~e51K)P2{f_ub#ruC_=gitmI=1?1
znjdW}hSVlDjxr0>D*e7{$5G)G39pho>cpd@=qmpmJEIlUC;T`{Gvh>AU9dhp!(Vu_
z*HAV0gBD?xE?~JSPceQ%g2Ym8Vnwn6N1`p2sJ|*shv`u*rFF}X<BXq}Q;k2UwhWmK
zQu&CQAq%Gzgsm$%Tf(?TbbTTuAC4hx=Hwd-(T|zZ29QTEJap(ZKh%O}RAPtv(cNC`
zD)<l=iZF5Qh30!DHFcCZfPJ}Odz7odqhEsWux(17y_GC~1|mgoc7f`JDFYaPj02>`
zUhDVA0EJK5Y+<zWr$5ye_EB#k%Y^=^iqQHo?C<1iqZ(S|G;`WxNOExcyUeJoXtf}$
zPQ>g_Kdad!g5=AeRLzZiGcHATCq0h0)bR7=dJ%S2+Q0mB&y2IZ<!AqHGY5vArq>FU
zkBUiyV)2FEh{f_lfw9c~1D4?P4`I}5-7q&x-bzZwSkj^__sk2kpP#lf1oB(CjpSJs
z16*u#;e!*0PHsn<*rx+y);~=>tPfU^v5~jbNLdX%03WqtajMZvh$pxaAWvkzC%w}}
zzRf@y160FQIUTnW>}2<9!1UV!KQ7rYg#(i)$T571@%S!-W-Abf4Ko0B*mOnc0_{3|
zzG^d*O(VaY)(BX%y|d**>Zk{{i@(_-j0$p64CB;Ntz7WcBNfU-TVWUvs!Tw1g+6RA
zpTMfPyedJd%~pbP2J^70KNDCUuSTRz9LAC7>W^}(j{*{!u6Z-0C;xi)gMtAV_Y1da
zVmH^I7B4>o-ALWQ>n=>^Eju!Wd`aKu9++!Frc0!$Rv^O)9K6#@yW-^=G+}HM$NzGC
z19kx3|F2j3Z?s7N{ReM>?4mU$>!_>KgomYh;N+M$4G9m)AC>?%;tdQ1t3cE|cX3nP
zdFiyn(kTRA&GDFe%>Rj&m}TIqt3e955y=c>@_T*y^!NjI?7dX2s>C*axl<g1Yjhv(
z4?6X3SkuwxqY;&2fAhtO+cRtL_|$oREbYIGi@iiON#~oW2_Ato$ZdU8i7&`Le6Bef
z<dQx02n5H0hVt}~sAr4aham!5s-;5U$|Hv@!VN(U5>2`zwSuAdyv<w$p|%op9E%_G
z5S5HqjD_F&xQN>6-_y`!?$T6un0hM|%OTCP&_Te(?bKPi%*(l{QmNN6^i{>VL#ZfX
zF1M&AsT$b?5CiDTyj)bHiT6QmevwDu<zx&ZTs;dv2z3XbEZBKdXY6tBr;S=b7)6bJ
z4lI4SaN))#z}f<+2c94EFZxRR@v2Ibgn8BG69@(H<lLp4x9Wq?2VrC$GTXb>58Dr$
zb$piz<t{a(0@3>)Z*+%(`(hXs<)3~F*zyq=V`)|e=NfimcJ8*;7VeBouzsIVoT_qe
z<^k{km64k*;RDi3>I;&1k??Jooq!j87)Vsel-~u(X}KBrJ-c?~$P{!H=&I`A60S9n
zRDPk~rD=tY`t<gfq9X?7IvwYemR-=+o*X*l-D}O+N*;LX0q#B?eo0T}8jF@=mkO&Y
zT@0ITt6gMy`egQ|dEH<1w3dpO4WIQFp=NJM)IHDzLfOsDHs@gGwJ!}aPwGW<nZauf
zo-W$loT%(!mG$k!lj)~|;+zAKkIffzdan=Jeobb+zs4kXVZUa~eYNqkk)s{HK`5)c
z(yJP?n@hV%v4j+Zk}bdVwV~y4uaNe#>n#(3xY=KCgu;9*JY~5P3~uFxO<L=Id^JBB
zcq*0+UY#4lRlncVUn7LKhJUPefDC#!eqQ>QcNhNj>Vl+s2Psped4C)1-#*+yKn=o+
z2d`~XB+vbKL4?qUr}GX{ByN5d#9>Y5O0!s6`-ZH%rhH6P-0yRiA(Ll;ihSz+$@)co
zz?m}NG|9O0U4~qdP&RLACs>9B7cczxbo)O%-amh6m~B<lqwqzqd_k2`)9w5$xiwxu
zt?Y2LZu_<hKsU*UidGqOlHDb1$HC&MCdpb^{-D&4$zLP>$2w`W(~Nvu=)Y$=%B_}O
z!2lyZ`5F+KsR2Cd_^J4m+MY1_y{T96zw*EZ&wQ%6eH-fR+JDcx;O2*Yu|0<Ov=~B9
zpuk39#idHSRlmzvoqM^h44acN{0*p5TTE<b!$TTKED%b@H9dYghUQZ5;Me<GJ6TJg
zVm)awJsVyHm$`E($GCyFT=^Jq8=>^k$n$+j-@9@q^2YAXa?6aXl~5NjCv6R<j-c~T
z_(=Q4shv*jCE&;b6*B<Pt75}wrFCeZb3;yidUw|@v`XThB^>lIHSRVV67%@?$5FN5
zdh><}ILxFtQ)F6EUo>?^+mO=6GO6tu*Qy_7YK{mCTFgGt-9ctARuC%Glh}=M+yn&K
zAWgR1tzXvZr^^#}iIyy1f^@-APPmO@XWv{Tus>iy5HI0t(~=v44GCz`whzLC@a)bp
zyb?GdXp4ikLw76Gg*Mz4L?JyN-^n1!<yN#ptS$M?Jo;=LU99s#iOAvm<s$pwmF4_5
zwMo!Qsv(wYcXZJ*)CM=jt|G)LgL3ix2x*7##u1+T#5T!%VTO5N7|Q-ebyE1t7%IQk
zXO96+x-w_IL1b1mg@2i(PR)K<wIg9$SSe{u5ydS@m?$|dY#d@6+<{kflYynR0M>Ht
z9lPe5If`FTJiP73=xnk<$*IoDVb-q_@>VLzLWCK(#L5iwTejQ^sB=X?XK<!xuWoTE
zYV+Mw^<Ac^6bmmoJv@!;I_8Pbdnn8V23|l;I&YrIZxt(WD~3BC5xk&mohNFsfwLx*
zDFcoO!EvPG&U{R9bc`}WVghU)d;Ubfn>qeO<wrU!W^k@d0Y|{{5c?`;f}s30Z%r5M
z%gv}VEK}1@)~(M9S~@C1S(jKRuNl$C4>1R^VzOum893;Drn2_M*fJ6}=&{AvSF)GX
zhoD`94@apGo%(1UTX5u%+LW}aKDlvcysc#0Q=PhV6`hCsaNVVx4#_P5;(Vu(A~^7(
zUZf@LVidPsCAae`>RWgg*NNwOwb?wKUdp%uZ`tYV&0P*WxoX@JPsLrQp2k*foQ&b*
zg_eSo>l!0tIkrtF2_=|CVnGa?eTtlYR!Eiv0`50065J5dc%^S0XTs^%w+jtexJ3o8
z5A|pYtJsS9g{?W%Ac@w~T_xCuw~}W+%zgoJciJBPYTFbzrljfXi5o8Ns9thsX*IG_
znoQbDwDK{o<P*(=mpbF)t4lUj^$dsPw|^GJHhCiFXRq&5gQuCe-Ra&Hcby+}mm#|J
zWA*1Ib}OhuT6AFBn6*IeO&dvHm}}bW>!|WXwO;B<q8`KlW?8dtHYPOd?ioW={ny!p
zQP))cr%>)pYhIePF6YxZxieWnV3R4_)+uhhX@ydRswkMg?#rhO^!(JKbAKRhdxH2?
zM~ZlAm6~Ie+ot*&eO6M86~P!6yt*3+?8p_EUfTaO?fTsie098tbhIf<AIS;1cRlFC
zxj005U_hkp;ggle;pf(RKm|j$1LQjPOtJe*7R4&oCi~bTt0~;BI<*dZ(ZNy2rx<(+
z-JP-pEB-i~x-JRS2UrP%vbqpfR{2biw8C9QUTMhk>A-gxZJ&nkG6Yj2l0CeHq>Hoy
zn3D`LNSGBWSK}8?%PEbNIOn9(f}+`}1>57FS!`wU$2{g^Q?`<0G2dlU)?n#V<vUGz
zdmkMr38lyGjS90}5ebkI_MqpHnrE5v6|zWktT4}tt6khjh;%$R+eMC?T$IbA0e6z&
z_Ung`FwO!|=+?XapbiPc_H}a`-<6L*NyfW$f*zfi7!c{~m-JEY`pbcnB5xtJ5}F6x
zvr%~YmoKyP?`}WTpZj^5FuglKN8~XjT1@p_4RjfLo||MnY{LE8!FmNGWCG}oPsJj-
zYC}EmQu_6jBWAOY2{jd+K4W}!SWB2CIXQ+`hW)sa>{<#phiS=ej8@5j0$C?oZ_fID
zOA{?>8w{hWKCA1Ax<gDHbJ5@aXxAH!GnbeOR#1OVx4*GQrp2bn7*!V8fL&IAIR{v8
zE2*twjWjMFzZTXPhV`l=>xJ4)$I4Uj3O&w;GlRl6rv?v&s<T9!J0#W8Stfs$K}+0g
zlYw7tBZ=#OJ#n7Wgnv_+qUMxzTcQsKm@W{M@#xjeC<s^s=h3(DD<{e{yn3l?gg2@>
z(+hGcX3hCb`^4EU3$-|YSUi>tyzRv{5mhEC!OQh5LhhHRl<w!y&YPI4b`4z4hD(7T
z&<=Z$v>y1%TY)q0XcMA{hPU9kslm;`Om0LNO@ggw^1UVYO@qM!b*IPEaz!nYBQU-N
z^9$1Y3U=ZqMEUgHy;4<aGfYxzF6=f>U31+lTfoTcc`Co{HTL1~9PB{xcNtTS&%3Jg
zx+@muL~(aWDl69U)@AwR!25+WG|$u>UI2g7DMPU7Df4`c`zqrK5H}Eo>K~peErlhT
zg{u$akuY!{G?S5d|9-WtL-;{H*ii%Vq`G#Dfr=h(sh1n;)fX(w0J#6EOOZ7=?6^vx
z)PPS4qfXjW?xdDX*n+d9Xy)^@>#d*{Dm@_<MU7pYLDEsAo~}sJhUKM?a!h>K=#@f)
z(_B44c4)@1l6GuBz{=v6!ib?`e0`iM(p!blheXUX+d@oUXYG$zgi<(q4kZbg!fKV~
zHD%d%uy;RXlo=|Mt^JvJ=fr8dB3`MWP^jVYN6?hu2A5E!$q6qqXm1ap!M_G7-D>qm
z=a+1;#-_R`9_khtS+twom40%4w1e?@zcDVE(oaKU%XT!hr0oFn6offfpzF9sP!wI6
ze&G<%&W)K@nG1;<dMC^W@hhCXJZM2r9C{0y1CM-A?GD~Uh(&o{h<!p}{tCT`PhANY
zw16Y%s3uSw4<i-lzus;?6%0<G9s*3kjh&%IBYLD}0e+o7{TgW@*Zx`neq&Q_>88t5
zcJw6v3QfzBsi&aaQUs6uF{K)#djO|1o7|09zBpzZ9zsK$FVo;<;whEw>FJRfKz9QT
z^YLT#gTAS&g;L46AY`@<wH!9&Qd!;P8q|E|hjnzevzJXNQuXF;3vr3pd{lnqeFJ8B
z|JPeoOv7;0>YR$qjUY}#p%g&@z{WY!=<}k0`(0*=6A$<l&#g1dL>L$?ioh7^TxQ9w
zNObF~H-4krHKBac{!PL40lmfJ&pHO)lk-wWB#qdv4yW2Aai>k^Gp1maA^!YA;dGjF
zKzjXLg4G!PJy4`Ob=b^X6>BbFm(37Xo*H2oV1DH##IYndTOY?Z8#`qLb%Ua;CceFv
z($O4u01%1B_9@5NJxOqO7T5s0Gj`Bm0iv&Z1{#f}BPrnly`!P{95w`S=8P1gGM_C&
z*rdp0*hQKSXhw((VctQXD+h`7=qDcYL$iQZR96#6zg6J1*K9m#-m)izl0!}RlQB3Q
zH^!#LlAR{Im$`T$D{DTwFjkvj`CUAF%!tsZFAEigna8y!PmgWzo-naWck=Y`G9H+K
z`<c1GsLm;?k{i!m1yl@R3;&XsASXYeZb=8yl0v?Z_2G!XNM=`qoCHg*F8~*s=_h5g
z7&Ra>^9>{k7Gpwg<9~<C$7@k6*vlO@qHeBZQ{HoFoqot6N(?kn2dex2pgm@xM4MQ2
zu#ZZ&STyqF;HV+ce)E?h)I4l|oDhff(5GL7NKCqfWbrULzMdpE_DQg`7r%sox}$MN
zeL*!?3}``6790Hz9feuM#XL<Qski4d3JQa_^P6!T0D)RaRfAW)nOff^r!Xc;qb)?H
zu$2C$2blRiNP|sK8f)lknKc)~U<FRBX1zIXWu;|*NMC2v_9=QnlUJDBhtLI})PX~9
z%4NEZGo6m7<gRj|$EM(CgG-r&PqXw0{3b$x6`5Ruu37J`+a1V?$-;Kl+}vYMej1Dk
z%WkX-lyJ?#I@MfisWV$~BS9ZhF!s|TwG23+KPbP@LB5>yAf6=2Nv`N8h<%v-LA6Da
zWAORUq$RL|@F{V@<I&Wu!f<ww?ihCYzM;2#4~B+u*H*vMajOh|uL$uMAp`z<adJ_Q
zBa@{4#l?lgIVD{LGZWLjp+`<yLcbUq8jL+Ho8>^N*<4O7xl``lcbWB=O|Y?$$3ict
zNedDy_kW=g<+WN0sd_JhIV-*-b6{$zNb`u6h10rMDIDR!dU31f@w-Z=UPK37hWbAh
zu;rowv5{Zl{XF`0puwY81Z^>ue>;oq5YwYfLVf*zFKg9Tl_s<+yV3i50>P2cmy97f
z>LKOVV+=$zp)n~X(((Rd8(YY21}S^*FV|^N%fK$9U(kT<Sz2lq!ZvPdqu=w9dxy8x
zCi{a^>HY<6SJA9UM+EtiK+@+3d-ug)vrj-3XX&BFa8p~>tDEgkzm^FbPB|gnWSuEy
z6HL}>g**tIMZXEpu{fQ|E<)#CW5SId>$`2p?V`ZTUiY1j@-jMq2hd}?(nQH$P@zx4
z#0&*n$)3y4kv6&<z1a8Zlv3-f7N|UBf^Q#|P!H#XX@&Blotm*1aEpmL?Jr--zwOcE
z_KPDUXHG;MNV489mwLekxZp-jibSh5Ee%e6vqlx*C>^417pRr?tZv5xOg2u@VA6O>
zDj@fD4PNS`Of2kkdLYdT_%5^3!%<bJ!}7VA;ONu+&9;;|cC53Ep|Kr^$T8{`Z)-Br
z9bAyRIst#Y9DAKuM%QrQ3^Dsd*6xbeV0*ZF!k6jT4+fj^yYgmC(j2AFAWz&fq18J`
zx$Gb}y3(vykf-$&_xLNbQ9SMYt=dkRrX#i7dLMu)rXc<nh%{vHqdghw11X-)P_I5E
zl(b#fley4ogCeX;?U|5X2vG^=0o|EPt070YtQ8LQ;ud@KC<tR1$3|8QT_!`b8WxSn
zHy$E9g}yZ+F7iZ_8t=PI?$LzJZjOH--CzrM#^cbx)_xgyY)9u`MzpI{`)GBLGVu&=
z_GZPpVX7RKrNY(EQb~C(bg!n&9t(=Ly`~>LYxkU5d<X?if)<Jq=3dv`8$Xo@0~9i6
zwL%n3`x=G&V_kn+X!(`GL#dG3n0{{|fdpLnt2y#|1t{9m`Ot_#0Y{)Jt-7gw{#8S8
z;qCi$HdC^w8yb$xIf9n}nC8R}cM-*zZWSM{GIDT}JyMAS!GBkp=1s8ism<*{PeGB2
zkjijt!g{0Dc&&q$%2m;p6EM4l@z1MzyAA)4fGyu!OOV(kNys#2d}*oNN!qgBkf@*y
z-;XTgyl57T7LA6yIV4%nsK$x{>In|UdQ!X_I4{m~R&<aWp-mWdq#=pq%H3Y%C3m-M
zdmOfLPn6H|{Tb3IRf`U39nGq<tTIw?lR-BF?(-sPTR}qo6KK1y<x%;xJB9JVwC^$(
zhv`}9#Pn>UyEGlMooFG9WXW~JRZ&;Ea+|IO$c<au<At%lVFRO%5%0TM1rbd{I5o9U
zI+KaiTy|B=duO&rkPQmzyTo0CSM0NvuT8Ver~)@ol!>QBR6`hQrF(6{_ff`uU(g~+
z%EK6qhj>hEnwNoM5p)))cX@SPYs6NB*xn8#<NciVWw$QrarCKxGQ!A<V!g~TTMe3B
z0cUc`2fF=bvZ8OKNl{o@BSzKYzt&gM*O(}BIW|0Ilq#d;B*R;`V<>D(sMl8DY)f^Y
z+H4^qm!m@Lbf55mAnhft?uYGRIUOT<@yFeA;}&r|DzmtqxC1DoVVTrURV!gml1m~R
z74BHxjNi2T>|NABKB>hk#4RvT+OG^s+Ju@31j-T%!*t$>!9lQ=_$_=1C9}YBX~LEb
zP)8O7$NPm$N@$6_oprSwrJ%T8>Ub$nhiy<rp65L3Vk#s*?Q--;N=TTE9WDuLjSEW{
zT*2YHh}6kLps`ua))>XE^KUFo+bm`e>LfkNz@w|x>A{!z6LkHIc|1)-iH0b5qJ_WV
zDuH_&%UV)~02j&4NQwP8{VUVknd!+VL50BJPK8Q4PIsI<_5ZN<=5bA>X}-ACmf{Ae
zpr|Y<MMXu83yZSklxsx92#Q#uq!bkasgwe;B{?OChzL;-q9CLc0og@1K_Eg{M1;sL
zpo9Pt_9O(tNpf=P_fpk0)zi~+Z_l0i^u52H`3Dj>%ey@9vwWZJ@UoGq#5y2E^D;py
zwytkSMX-*32*+<i-gS10Pz7N9plT+B!`7h-kozfvQio0_Mhe2<O#2_%`P9unpys83
zK25{Uw%1Nv$>`f<y>Nv+vXRHax_u%#rJb0I@!_q$vGz~%!QMwZg1vXc8bC!CYjF)I
zs~C}$;WcP6%VJMJGIDgF5!b+eQ2?(VzZ4aaD2&Hls%KqGwT-Pf7)_3Vakbq9$Lpw7
z>ggR-=M7X-uYpt3Ro5-^|AbKZA*k`7G7m`Soyl;;6RdgLAjlbY!&)cc+-(@~<8`>M
z{XQG;^C+6rpB}i}yxZ2q>mQSWXaJ*z^(}+1sMiLhu%Ra<g*QQ{KuC%`!>1qf@{R_H
zuWd247OPZv*twL_Otb>E8l7<Y-<{R;f!SYEP`LceR65ONQTkN8aN_#GrizM~a~7(m
z<0NL(7wtOnxKdrS6?WrB_(N~FKk=3^IBaz{z0C--x21U$-S{=*@`NkX(7YohL2||F
z^HOyl`)wTd<@!Fg=guz>$I;|3)9cwPG+b%}t8Lq^5^GF=MN^t{8oxuml_{XN2MKWo
z=6R=iIZK`S23kx3Y|!ho;~O6>u1VPQVoIQPb{>oM9+Xso3o%aL-X)dx@-*Hk_5)8u
z-{1HBb6YuYs+imsf)|sd9Pu-rM#<G4d=Rz`(crtQfBjh%I^I%d<Qr){-#FlN+~>_6
z-+R&S(P|<|Wx@&CJ3)D~ykYqYHo1Y<7UJPg4I5^+!z0IspbogNgq(-td@T-ch<84h
z?b;dN7M5O~bhd`(vaSV38*?GCXA8p{f0;Fu0vLA&y||?;JM0#|eWGyciNHxX%$j-5
zp!u`c3INid^RoWT=&v=S*npiHa9FqNF!^;zWf`tr4(sQtu4t>2v~;qtPmDVy8x`M?
z@uQhyl|BcC(dVu0HQg#6q{HoA=DK2zUbY7md5=0i9`_k2e&N9HWq<Ncnyl?(xHI5s
zN$}9eyI<p^%+^h=M_D7<a$&Nt{}d7;c9t>$2nF3*^`(p@Vty-Lo|3Xo5L$9pta6%V
z^})!T+3~XW8=k<30V>V_+wD0lY>R$gqZJX2`%>7OEnm6E?38c2buZhrwi9Y{dd7Om
z9n<fH@5ZvLNFfQki$u#)`*3rWcPPjq!Ya2N<jel~neWU~?v0Ntn(HQbH0OskUEjMn
z$~=%-{UaAFW7e#I2iW*p1N;zs-vA>JUS47)!ejF@`Rv=+l9$aC<9buu*bU#eKJoje
zgYZgJHc2EZB4O@f>GosNj@Hd8C<<6n?YVlT+x7FJvM!VK5X_Ojy-3O(TPF?ydhI-_
zrHFk}RGPrN>e)+PF+|WUvN^1EUq8Rdhv@ZjNWqOPd8`Y$Ke9_ir_nVX15K>FcWLd|
z2^MDKTup}nPOwH4QaQp1;w_}^6D5AzK3TUS|17x@UST|B^x4e#A$_2&P17sZ_4B-I
zLlbM@_QQ9M4aA?6ei+XTk@{L#Vm#9x?g3>q`|??0AC1Y#Q`cn8ukXvA%}Yv1O!w8c
z#TpxpeFyABXF6=y^qOk!mRbc%T5q1?WfzQ71WfLF{Av3&(Ax`02K-3TRHh%obd4>n
zJDjO5o1U?n%vlNkJ~jAGLEmbzDFb%No`ssgH;WG_TZ6+3?^1-$ttE%r8iqE<MDBYz
z&(2EY{Cunr9l!21+COkBxpi=p{iYr`k{7{lOYsn^_l4A)rSu+w=YZ#Y?Q2!ylk9rE
z6JS^@9Ugam+>^EC((hJ`!M>8RH`sZYha*fjY-1K=-hQflcLr3yo0u+?2t7C120q!F
zY|xip&l`R1^?@yN?_*Wj?5hDiZVkkJ6_`#_*=7W`vhnBIif%TSMQ6H>k0)H%Xevzn
zs8}+cz$^c*PswT>xui+h^us2nmoFV<*PWhKJnnM}HUn(jiGoJ^`N^r=IO<A;Exi-O
zJkeE5Ygh}ZTaa_EJ@v~QhNtapE)4@@BH<frm#7As+1Ipt$(3G8McFh1RxE1{JN7O+
zEM0V&8QmEnpYkzIQg^?dpi7IRZxS>nm@A)8Ig9FgoN`3W^0v;DO7`9D6$v_x`Ejf@
z?IfOufMnU6(jb2Gusc-37TJ=wKHizyGYrwqQaY|B%e!1!A2u=bo|sJlROsx@T%=U7
zm#QZUslu(qTCf!&Q&b;3tFI+b>CP{$Z;$dJOp|h~RNI9m!ku+Wft(F6WOi<x)>i+;
zwi2|lmDwn$K8WK2`Lc81g0dLfggA|G=tg4hZMI9i1HU>EUSyiESOkUH2=913+<In>
zIVP!1IAoggsNaAq8U4tzpa*Z**d8>6GAy&Go0t+_%B28a6@vleyttj~=(EseBK4b7
z>2<;d`?8YLd)*(6oojj)kaA<7*q2BBK)s(56UwHt;PVc1bXH|rYuSuG)&d~l@yz^?
zq`id_Pr6zKx(#Vn9Pq8CFvuz;2l(7sAF)QguN*gK2*>)%V71|6PAQKT_F;swLx49b
z7Iba9T6MAE^=sS0zO|)hD@vf&H2xrzUym3j058ke(<RC$n+a-3(sU4pCdO1x*JjnL
zbkIL5bCo|c?RHB{F+r`wLMWA9d0ub0*~DR!>-8Cv|MR>J1C1mYYncKrFCS2n%|R^O
zCxWX~UEYw@y~sDGPck=N#dYG@`S}6QBKAu%q5?Roxgdx1DA0C&fLBMyyWpbw^J@E2
z=z!o;Pel_c8V|LI*}C)&a-L~L5e2muFMvD7xd)rZS4Y_+-z6geNY(mSAzbA*dpcp?
z=Yx?HnZ`v^D~khikil#muXTGM5iLNyw_t5PP@bw_%v`aNOtpYR*d5JhhIjf}D_{i?
z?qmZOb`v|Vge7yyRg&*ZK#|UbxtmrL#DG#TbH+{@Y>f8v(5COm5$fT^K4E$IyX+ih
zaGAcZA-_ARkG+(bot&Qa(KVO5{=RX3q&es!NZKh3#*GsuX+yR*Q|lcy?!XhmD3Hr|
z63e?_^t`_*tss~^;o2qtl-Y|9=jBl<8KK<-k=7`OPYN003ul3d*-P$pL*%|EZCyV0
z^N_YOrfDI>n%2gAqCg2&M7HgiU80WT3>fsA`$X+7aop{2oMJindK=xYIEF|^_$p(|
zuJ+;QUY6r)$U#yEgA>i)`)$qZ8X~-xoc_d-2qz3CumONTj<xn?>g>!!>p@B*eq`^9
z6I<dqct=Ba*;aB}3d4<;?=Tj`=LPF&E0ckFcN3thgoU)Yqs1+gt7$&#*_IjHRkXC(
z*i%h-r@y|?i^M(~ov1_DdMaSVkiJ0qej|QtS9PSq6s3>X3@PK^Ii2p}?OCtz<6A{3
z-*GfZF(q{PK6jBr-c7m-w+1^p3&a!1u4Uiy-tGGof|MpMw?O)D3ppFRN7E*sqTM^D
zQU~Q1qEVl<u!<ZIk(uh=<Ey|9G)^hc(*z;Vgc+F+M_B|(cLFp!6J(iwTm>svQk)?0
z7$MI<c1VuXf<A#*l(0$Sunm2H{`FrrJ^Ho(*;l{z<vjKmzxIDVoj67u*ry=t_i(!c
zFv~J+m<?dpJVT&mEMpI-V8Eyu-zjAS9teMely5z8IcyT}0!^y}Eiz3Y5?-Mw0rJ$v
zJzm8Kn+;-YAt`6<{&buuyP3zq-<K^MoIicQW)CeD_n4grqw)9(c-o7h+!FI5MuZi!
z5`W~Ox5dQnW#h-sOyZ_mP^nY@2;7xY%T}i^_l@LALzHPHw!QK5@IO(nx;}AqZMOJu
zDE7gR9Tr*}za$E6;-u8U=-^EzZ_dF$M^SEQ);KMG%C7WN87))*_YdMDHay#ct^M?<
zWL=NDdA1tWZ0Q-|)dAP2GbIy86}q2sF89^BxznyrxBispempA)y+X!A$_h3<COyAo
zoQu~0GWOk3Ddz**R9TjXNg4U*q^S|3qpOO(0Xd*JiEb5NOuOvh1c?)J(+AskkaUJN
z?<iU7cocJF*OsZj0vPz!O=mhzYA<LP@@dc*=JF+j%Io%D@bt;U^H)9LqBGzuzVV~^
zOrUDkXDD4Ey?D+@_Kj89<v3Me+LZZjDwIk+7FD&Fba6{|%+O|$>sz)PZw-x0j1ug}
z)H3#;^jJ}!E&*q=2mj?`{~PY`;uuw07~J0}o0iD*(n0;G?$ym@o3Sb(f6ENwJ{vW9
z**d8_e*9HYplKnoxhFrk+fu;`s6m(gSXFZ1%o&&!C30f*<I^(c+HW?Ua1=+Q-1*{=
zH+XH7fE0;MD?4$cNj;<pP|&L&QTf_q{cF$UkGw(CqoIO*`rV1bV4h$<NjlxGwko?t
zl*0iwHH<#uaoN|s&u_>$xvt&ugf(zvo}3u#(47t|n+59PWRH$LJ$)HcD^U?O_hyCm
zKBT%l^WDdBUFDkUy$~B%n7VpDk@Z%l+uSdKUa>s=^PLuI=^O?;!T~UaXm;lN4dv%W
zQ5?1mAkhV{u>@ikY9y{1GwsXP2siJA-)u4D^8)polNA>~B^czlZ>5a0>JHg8?V|U>
z89X*Df;|OwD}$ts;7BF#ZtQYnAFov4N8Dws%?OS^Jq80Tny*%>*zC$$fNu2Tdxad!
z%|%##z4Ng5a$2oVjr1B_CQwe^j*}AEz-_XAI^*nt_`^@(A9x|3KMr%)&--X;6R6hv
zNnM|wkScS=PplmH#uE_;pV0Kxsv@jx@g7kx1d7Jbd)ye(6p865jWr6alJljjK1P#w
zKY@kt5Kg4FN;3wxA)8*pmXlEpTpzhSJ9II<ah0Gdj@(hlfptr^WDOQ{UQA~8sybCv
z0z^%LShx6Iu$mTjhq8gynvOxHs%|F)6XsXbJ6n>OkK#l^sSm>83p@IxuS6!fJ$UsY
zC%iam{E7F|%XH16K+Ek-?rZm3pB+y)LU*Z^j4D{4(yC6_Uy~bUi_AwbBhWB(=VsNR
z^KK59JAHn3`&&gj-zn-j;=^Zf!e@UMG}>7m{qs<p!##?XMbVSsCC&a+7QI+v_Ni{k
zZOn;W{g$)w=T!cNb37+Xc>$HI*h}Z)mQvlt&HLIc7ADr1a`3uct}(d9mlQ`9`z`+H
zw&e5LF5T&R{c>&21SQMj<(Y?}Ra-J^rwNoHG~6>bD@O0}8g_v81Ukx#;ii&omGOi%
z-B{~+x#jY9Y-Jg|v=iMIOU~P)D80VWAitxZ!jsg#bfE$CoqhWI^i970G5-9qTHps|
z2grT8td~7H77n=thoGfwNclPgPV$%<wGr3!xZE`oMx16>lNZss1XZLp(U*Co;6)2{
zOK)g~$JV^`=RSTu+erQlT+E<}8JwYrj#-}4DqhAHXie8(U&Rpgc&dAO-DqQnFPWbm
zo{jwpr8lwp@#uUJa9bNT;=Ppk3cbYvq&&7<=Uz%z)|34=J_~$0a>v)QEDvs>IWL@B
z^2@B9g@%Do?!?i_Q3N++sz<12@Dp@S7-(X)KF3E)vTmjdMC=gnFdN*lh=47-mkb1*
zf_G?BR`bRU<U-KbaLC!6q!p21peowSlkKq1Oc=?v7$vM)IA_;+!tO2+^K<@d-RaRn
zm?o0+I)s&JpjL=YpYFmwT!hh$416f+(C0{6;WT1W(0xJMpy-B1?S9;vb80}oDeku~
zU)@~&eabBk`ePw>MA-IrTdNyMJ0z9d!`h)p{E|9K{+h0VC@R=F=2U&L-VG^qTZPm4
znJFc9eh>2+rkxJ^4Pqqj01@?aF}`Sb>W<M=Y=7}sfN@rrZqbFvl+D(F>uLi7e03jm
z16~Fw`vU$aO#Op}xrZsR5MP3_e6ZSCUiqrC+>6s=RM5j2Rj0q}(mK8U{ZM<da85v3
z_gGBa__ZdE@lOdWmDx=W<Fs&5dnLhK4Bgy3#R$cz9e;xv0(h$gQs&G}??1@M!HpeD
zuHj9O#1?hzbMCWrE@$WA%h`9x+TM&mQCBn)@YEeh(vOt!ye`J#&cSxGE8U0p8SPXi
znb<4}9hle0L0O36XXo3W#JrohT*jDzh}??{B5Zc_UC06Y+^w}mrOji6RdB`82^-Ng
zsnp9Sz%iA5ZNi`-at(!tYEKJo23ts!U-=uT??zm|<7Rqq%sFe)I9lX`UY~#*=Q`ZI
zI&$V!+8H5M3iKY}GaWgQVUweYt!ozXJQ($WR)H<2>5cC&<iKjrtZ{1ScOv1P0r64h
z@^m9lN59(VHb#Vi3gLtW1zpy>;AP6*TV|jr?GNO*FU*+F?J1ry1-d6dTSs@-iGc1H
zCI_Jt4zligQ9A3S35|J_o9xAec|*8G7AlsXGX<d*MEo5O<52vQTbBhBSH2Gt1b6T6
zHWk{i090;iQr;A7hWLw+bM<wSlW?<4=hZF2!4nW`%-<Y^LV5!l?u$mMO<4IrlOe3H
ze=;i475tQG<m-*kD_7JdmALp?lmfN7mBG%v=-I6N<j$7Kfs!K9WDfNM86%-N;Uq&q
z#;k9b^ZGBJ_EoRSp|`K%RdyJ`$dhsESMG`HQv`c}b0qb-MMHuU&=ZF-n!?03DE7x}
zt6yf-)o6hdbzqqf^tyJR@@Gj#Sm0S$3AP`aTQVQKXd(5KGMQ@AtGc1{GTpFka-?(>
zOqfq-|JuZL5d-KXr0(@x*2T>_`ioM&{*sS#hZXeG@M-jRth;eKV40d)*ldvaBN8-p
zx{TI~4V{$XW#6DHThA4Ku<%J8VRmN4OGj>h3B&fDAKo(Y?F4O-ku9Rs+pJ=ZuFyH`
z-*`7_DyneG9Suu5x~-;nLund-^ZJ44YO8jMm}GR#?ki)8vTelhoBG-1v2d`3{nO#j
zyRay-)6K{KHD`xkRObWQy?v|v8pN+(D=Tdf|Ka35;!aMle_fm?oSmr#X20gsUJw|D
zJ)mhBaJX8vipyQ79fJt^7|z9q;GbBf(?HoLCDx=NBOLsF_3SvurO;UpY?_N2o26A5
z2a%^FlLQ@x^fJPIGRRw6rj6@3&KKN8t$S7X9WM&$3%NbzxRNVB<YP4_qp|dz*)^6y
zZHZ8zbe^zf6>us773*`I>NG6&fy2Ix(M0MPsfYy#1vUp=Eeg4lL9gjOtG?&uOLm?l
z5?<pKZkjwvV}L42{=+rBmRajpFut&RBe#|FOB3`?(WR)iO9Q)L8f^j=B2Zn&l6-do
zv{^m@IfzDjtAQf{QkE!jmIv@J=uXm^f<VT(m@esFpV+$J*I{foXe?k|14;Wp>y={;
zA4Ci^Ld28)G7Gz}FYpb)_Df{&&}9jb>JwI|0gxVKxxFPV!2=~Ky@>C=uvMl80_OaP
zzd6FF)~p7tZD0)wLEp7(e!DR)c$G<X8ZzFhAIr6ByX3q2wGC*|EtKi@NleVqgiG~P
zH4hsQUywVo^LKaXy(yk5{R1$p!swcN#JHY>Xc4y@TOiiW4juR2SYqRz)lIHlKzO@_
z{+_jdS^<uU)P|A2fxJXzM7FZ!@GifJ*JHBB#4*1f$`Tv#Yrgb;kK=<|q;P*9bdBDc
zKof1O#@$GZ<n?HH$X&3Hjrl3v8#o_MJ@y*3!G@C_GZAO+j`3n@!xVW~oDxP}z8tK>
zD<(-YiV+*hdS%Ppu{DLt$CKPyzO?m?sBT}l{;`sX-9O*hY^1p0#gnkPptGz-K>L#w
z#j+`jE748%yGt)F+{z0qeDVcgvK<re#E$!7c)Q&$qZg2XUfwd)P5FrW-OsL&tB4ou
zt!w9TUeXW<<vf$V*68=?R`3)LhMG^EIb9`X_vw)d%5czNH%|<_kt`5L&|mz^EJwYQ
z-FnKW^slH^NNNUvaO{)N!y<J?zC-(g$MkQ4_LVeI&Mq;KtbJr+28pg@9Z^-eSx%e-
zl(8_1yrn7gQ1ALQQ!y4~#0n%Y&&LNt`M5jiMQ7lWTv@hts3DYJx=F03YrOQ`p)FTR
zrh$q|uYq@7bPi7(y(S#}sEmV$4g*v3pw^NFA7lN3N&M!4LS@NgasqZ_2z1ig2yCp|
z(D{dDOD>n;6r@U9emstZ)hdoG!7z1wf4^~zRQrW3Zck*{ol3j*Wk{Ysc=bZG%RcR+
zndIKRVCf5=HcxaF5v6aMg%-vlYYuL?m-G&=n!I327drDo!|En$>pdGcP|e58Di`1?
z39hFud3P^dw&)7<<#V&dekr4l&h0;Fe=7poB7Y!FWh-ABtm`WDBJn9f37eYO&Nxlq
z1w2v!?~dLkk@SgQ>YlZY)zki^a&z{>aRot9&5|~x7`>@c36|f~ZEAwn$BoF?`x56o
zw7BFl)m{p~=dq7@#q?m|9rmIUzg}EN$Qzvcq~+`}!nWpi&QpPn);3~4Ey3|53+Oi!
zSE7)S#>agQ=A83Rjh-+S&I(am2Bq4+$(H#>D&pX_=fiXps->86mu^U}C#?Hml$|$7
zUnZV2HIM_ve+^%_F?L;F_Je{azy{=!A0J?uVNbTca~BeS0H*wcJctD#g>^mz4@4<y
z?#r&?E$JS-hc!4Y%N1{l$<;;z`Vt=X?%J}x$-~Y=RJ(Q_%flza)XPhe05^nAZ>TsY
z`!30U*!m<rYA<8a$szsMZ$l+OSF|*2OdU_4RGxZv>eyFy1?x~^4J+U0lL)5-;Y?!-
z<X3{=k@pjxj1a(W4vmO+PW|+=8l@UHvC$W_c_}2zSC2$#VM2&GaLpMGR{9X*sB-}*
zK(q&e_5fEIeCYm;4^7WU*^{X_!w}41>Z6Dej?3j>jWCY7(?#rFv4f0p=~|+GN$2yH
zwfU=J@;!H4&<wl~xA+Z<3gDiy<lx<0RZ|<qL}6}M;&h>sPE5I-Ix5(wg3GUmW70_z
z^ptpnDcvM0EGOwvwUK;<0csKeFTHGrUYC#GGw$FitPd51^NY-d1|0(+x`?G%=Y6au
zE&7B$x|<jGMI;k;4LILP@pS+w03MI$Iw(zC9T6XCj4}>eN4>=26U)uj@37R$R=ZPr
zp9dl_?cWwPWnVf}^?oNU#k^5UjkAOn2;S6n^*G;xCk8-wr=9GnqB6qWtH*;~Q8NjB
zK5RYUfx3yvV_KP=^g5oF5qs8UCw-)}$9hO;%$qw@oaS249F|U5e<43X(60@3`2agG
z+EAnZ?kUCqyC-s|cY^uG?1PE9)0C9ytb*ooSv)bUL`&=lw2>9CGaM>sa=tV=i&{>P
z)!fNQY#sXn7<{<M;R>T$x{Bs8a*53J4dble#RE)>1M{h*DA8-lU~N`u0g;R+Yg|PQ
z>ScbQEcHo@i_@ZB6rVL_1<CE8;Iegt#}Mn9c5(L}SE=>}%J*?&j=GHkpL|J=%oH1c
z_0oM0&92~nhEV;~S$0innalo>02g&ZB8;*`UG4n=l(BUpMrFdL53mbG4K)_MJL5`F
zLxTCrqXYBCzXu$(Zp$E7A+S+sxV(+)E*2rJI_>kno3z*BX}-R`n-*7b@ngi<F+DN>
z(;Oc&Ye)-F3dj`F=)p1AD)i-D=srh^>RH6yPK3seWrZ7Q4@e@t5-3qA$?nYAHjSrZ
zaS{cfz_qWj0$H4c)c5)KeAR5*nkkDesXRxV9g=~mqGaTUHF-#`#k8J^%`R(J!TOvl
z;<UA_nzb5F&0wC_;JM{%N<=S_t0&n?jsv-kwL`Sx!3*!JJ3vVYFV?%GT!}=6yN<3!
ze3H?1$i*IVh}p3NIU+1x^--Vl!floXOJv$TQ?$CX%%Jo9Cst=ZX1%YWyfHF(9=A8d
z6bS7uaufT}L_#i~62Vr5-GnPpYmrt32r~Db-K!R#_??^C4Y6+4157WnqonY91SR3Z
z#HX@K5=$ny5g8lv6~)l;iyzdUW+ra3EkAd)uq`m2JvL1lAyV|K*dB05w?Ppi6ipux
z&5@TI)X<C&eC3P%zs%a5n_C?CMX1q=)e0)c;Ty`Ki%TO6x250o-_w!(01(gCfme6l
zMH@UMV&`V$BO@Ag+JN<&*gx3d9X?PE6&o+Zi^h!NJX}af_|wiolh_)Tbl#Uk28Wiy
z27-y5Uz824`HSo-`!1hP7$e2C?`MB4bxN@`yIRq+{gjo*INe7X5X0h-^9sjQ#d!WA
zmKLTugj1#Kpk{4=a`lURQJc9%p1rzzHN6TZEFLJ|t!0!>x1M`&*<RimfI<)0$)&Tk
zAqsJr)i(6YtkVgeeWVUa4Xlc7r=AcW4N<H?EfHCdP<NQ!^`SQF)6mIP2|-?i30^xa
zhY5%-<^|S(Lc8|8V2ZkSTVXr70Vtm-PCHW2N|2_&&Qy17qn_(yb+k**wOAZ@it2#)
zS7DfcTaId0kZ7c$plh_hxU@KYbv|pf`>>67KTW1_9=bn4jc&I~X}kJkg+Jzi<?pEY
zV2^8KX8||qr_*rPvu5C<9y@T;t?V%E*&7fp=fVY1%Q<I!AH53^t`<Wfz#)mT-u9mP
z_{l7Z<OdpO(A}s9l@AFU+{t-aDanIQxB?i|HkOZv0}WpD6D{lW661yQ1Uz@?S<F+J
zwm;wJz6OYr$|_M^<+{n%{}|$<@MjP4-qp}u!@{o=w7{XqCnIGZ$}{7z8zTs0PTGnY
z{E(`6jh=>JF{7e$d33<DI+5aR>lUy6g5pPo%6vi-V|MuM#fkmO_b_coojY%d#c`m_
zYJ8g-aKvca$S5yvK!_Wnz5`LOKIQCC`d3J)xUdE@Mj(Kd)3wDBkDd{t`NDZ;I%_?g
z`(=FoJ!0<k&;W73Y|X)OAjzChpX6{C@Tw@~Jb4Qj2f5w`apsgdiIp{Q^2UnVM@z-l
zr$PBP;JoKpjx2BM)<K@GEh@URQ1Ni!&hDs_0UvF<)wdJ8=1-fB^3F!*s3mw?<Iu-E
znb8*IW$%`%YnNKD;_4|CCZm^p`wl2`F~Sge0Z^@0QRj-L1M|4^ki>m$-kJb6k8QRq
zY3<$^^**89c{D%JNb<SybHCzt9OmD=_3pWcO<B{yfYIjpO)y@(8~%V@U}8tSczX0d
zA@6GX$^b8^;N=zu(oF{mo0`TljByK)r|#O0@tcObyj(rqEr%@#j@3(ap*GsPeh$Un
zpH6hbFX7(gq<3{l=y>_~bv?CKW8Mwi>@p+tjM#KkArkWECVE_+UgdHV-SJI=L*$C<
zd-M`5W7l4L{h3{xix})zOnsNE-%)*s+^w8*ixWUSBa{O0I5I`)MMy)wOY?26#Hpeh
zS=2*KV@7OUH?uQZr^_Clk31OTb2RSr65Y=jsc5=8!G+jS3%XK5>b4HSr|ZVLz@A(u
zEI<ODVjo$#dcj#BGLRzD-V1cRz%g&_p_1)=uIP7jAIB{I^tyf(`Ls=F^5VA&UR?(p
z!68G<vHj-a=%QhJAd@WF>OS%h!V>qM>`p_zLyhY3K3)YSq}ZVH5Y_eRken2XuJO)m
zOb(QGns#`*dwWj!;mUI`SPF%&*%1|g#dyx;maA6-(2ZnbR=DL@S=`E|2f7P1#n7^?
z6ad90$N9&rl=FbsU?oZt6KimJq-vhJYng^vFX?B4U@zS4q2fDk_@wXFaxEC%UaYke
zb6|oPh)$lGA`MTy9EGZmN7rGW+stLxFW>QGwQV?&EwTf0yOtUAS{_ZGi>^k(dbl6m
zNI_-#BEd&&El%CtAC{83zKNQaShhzd_(M?=*?rJeQpf7#sm_-bb`FonygO@+v%)TZ
z>b$FrSntakDD27b>&_G{>^m7Q3XocgLvEnZ#jE1%p8UvlH9`4X_U_VeJ(tkA3-1v*
zgsTOqH$+~pOz+bVI~KoR7Zy~q&b_Sdj<q$JX0km6=Ms{jt4yb>&9EsrV-U(CjX^*K
zROhh5SPQ%u!Dj2TpH{g({k9V|Q;x<)Oh+~NZK0E1V&h+T<h}<c6pZW=Z#(h4+1-&W
zA)fqGVQy7*$^;pJ0ycUp`Rc)}Wvk$Y2!7_QU862(p3-)I=#h=-pZRoo+Kd{yh{Z0p
zUK=t7SzK0Vz;DOnK%ksc@XF`yA>4^wIz`*=-$I$_S#E|0rtMn~d1&+Qus^cIl(ooJ
zwVSbpGr^Ax-k3U6I{{L_Sp;RAVaWVDCq%x*Lcd+m>!ZAWC&HN~4xiaEfL?i9rh}S_
zlY<rZKs{XQ?Xjr5CtG94Uo|T_Rr?`s?3&|ValImsHk1pCpPsP2US78VL{X}Mun}rS
z_6|<(%rm^OJc~rBvxr>7yV;2kqt8YX`OAJ5&3Vw-+7>NVYp#rWxiv{}WMZHCN4gvm
z@&q*2wUm`}BHkrAG=o6lLxYdU;`Z?5Uo5Sq6y$iHP=)^1X*puut4Ude?hV;n*4%k$
z0AMV+2C-IB0z!6HPQv#`t_<W>ZM2<Kt}JJsuyf6ZT2NlgjIWX5iK?^^=3Zv!Kpacc
zs@Sus;g}&Q)3x0vR`LvUE@jqAA6{Z1dVWidY=$Q2V;TjIqq5mk&gm-Vwh0EM?75B8
zg<~Lmt@l$QJC{<)4c1dB5Ql^jR*@T~2^y>uK{f%%)(n){VZmE-1)wO(;{GH@rp`?H
zR=ou#b%J03YcIW0)Q6ixwMT-)QBor$F_lU<yIg${G5d^fTD7H9n-E(vUHl?q*EwD(
zp&4{`qt2W1Jxq<xS>XV*;oZ=LJv?IfOqpe4X8kLJcvM*kc%dusAN8hGjk)s;%9Vz_
zg&g>HF$W16-PmhQR_6_x1wCEceSx_#XGS@Olx1f$n-X=_fowhCNcl8aNtZuML4jUT
zdnk`|1Gi!dx(VfngrVNaK$eSM6Lz?I*5HDT!t&fbHtN5KTxbYcV#G(L5ByAJ^r^<v
zI*0>NwhE?3Vfpxt8EFIC-z#{cFvirAR@5HZBi5?qy`YlkOhRh3l-}<}35;a;eB46~
z<tFu)vRc7w8MMBZK%2~6kkG8XnF!+3t#o7y<$298Ffs$_DIM}TdD7VR40nrwt=|;f
zG6fc3&C9zsN8Q9Sj2IvIOr|eUlIH!9^SN*n^%Dul!s1My743WuxXfhG;5&Kq=-!|H
z3F|_BYw;47dF1+q!#WQhJ4~g@Y83|yqZP-|4N)IlRb@_fr+T$a*I<Q^4L{aegR|@T
zbszM&QoY2z<4Y!3nLx+_U~LoF9^w{?09_2Ex(xm%F{V(0%>zv-+4pSg96?y#*Elvt
ze!JnfJJdn62fknPS{nwJs{ovwIk8~3I}G&%O#_ruHb*C)%@XYa{Ot=G7;&1%MZWpR
zzd-*jwwbyJA&Kh_z4(9``mX0znp~%Vbi<YW*hawmE{KYc#G&j2BRC;9d_j%^4xFFn
zc{1m|h#~y}SuI*OH6PPN2|0}vWA#WNf*KOW2Mz%SD|ip!3DPUpI`6&S-<Lt<Ixj1l
zqCQTW)%?0%!~ghs{+I0(2w?N5sHEaQ#gWh>z74RTt)ztdASDsYgRDg31={ncI*Q{I
z1cpK|^wnt1-IMp5RK7G?B{PrdEZuoLpz$UR-r+u?oiImXoy-kPuplG@edF+x>?Hn*
zfXx%CfP#jWS{yZGnw)OJN(U2YGldkOn?Us*0hgs@=e$qb>q(#H_cQL7D>l#=RSD&1
zmg&#Ig^4T|L_Nc5dMmO%fb94Pe{wDI;_1xC-9w;YNJZE_8GDu>31x*X*rGmw&Q1X3
zLpJkgs%%4c;%?BrSwXZap*%ZflYGj}&IXdN-3f7DS}H7RFsy!x^)f_4pDlfm`2(pc
zz6!diE<opSt!2>iW!J$!zWVi}=4l*A@VCVGqo-^y&m`tgf{G&N4m_F3*l)r}Rga+v
z47{xOhbWhyeR&6M9EkbskmJ@?>*F;Vf~S*}3`sKZpwotqkIvlEdf56hee?LH(g&c<
zlGeZf)ZpcR_W*(q_@4^3G(c8YdxMb?YvBAJwW;$0K-->QVIrLb@8`fLsP(Ad+1Uwp
z7CRA#*3q}pvoyb|_vK&*@XJB8hY8q&{g!@38DDOP6s1f?Y<5@jruzNZZ?1qeKK(RF
zjWq06#7IrA;(Vfc8ZZS59Ue`*x<XnDBw9^DJ9}&$C{HrdT{uDCut6FL>U7{8Wss(3
zfEA4I)yhO!cNSPaV>87I+rWa&(Q6{tA;BYH_W~KNpfbwdDKPFm#5^Xb*y7KtMSf1~
zw3fk(ODX-R?Hk{0J~I%#ng!BDyElJ`1U988TrzC7nPD-c8{d`8H9t?N#Wla@<susu
zGjF@-#;!vW*-0}ax}EvQC>*8W$%!}E$hn?yQm<Z!*y)#9drkGs8#k|S-fV1;08buT
z5Ay(~7F9YE$VP))w-mt|24i4odyy_aJBYBRzDI^SC(=q$e8#@4A@b19a;f#8&nT<k
zi#Lt+2@gBX%q!Y$<~^mqO(7pl;h62OLpeROHr4D8UN+}Ph-Ix_?hEVcw+hBiYJBb@
z>VG8VG*f{Rc@-^MYcr&r{^M@j++Wvaefxi65q}#&sCpMz@w*<*dp@8C+;thZjoeia
zH<>@&>KtTO5aDI@geEGh!Hgm;2Pc2sw)4uF5qJDL6piG6e~bP+Kd1llz5g$MaHeZ>
z_{wTGOZj~>?*#omRLfbg<ErA@et_stZbJO8X6tPXzs#}m&z4O&GgNM6PK`*gg)&m2
z;Rq>v!K{C}g2nSb$}Xog-OjpHqr$bbog`Q&pOq~_%&R-cLwif%-jnfs#~ZHFIauTN
zoADrb+(u$B-Cg9CwB<A78J{|le0HzbIkgL8a@kG+1#!XMWKVixD?zwX0E`{Uf>V!!
zRb{nz(`w|x2oQau1^jEU^ae<m?h`Sw2$%yQ>J*@6KA;_Dp(s`c!eGvdd6RzvS|%R*
z0P!Ewmx6}uT*T#<SziJ3S+;}m`x9{^W#-sVWNZ!yvsXcPGAhXO-Qcl+!&<U|*<?Gl
z36@CY3XamJ2L7-R42Z4x7P!H$BG$jmB0_u?s!|BtH}42ZB#aJ|ec>!bDE|sZzyL4f
zL=Dh<cu;`u1WsC@1f!3LEvX>0l{+F-pW^9)8pU{!^9p$CY;0u>AFl-3{4H3d2Q;Cm
z4f1G6CR5V**y}#_AQ)Q@S@|=}*@XhtI*}#fVzaw|f^`vRmoihuC%Xh{r}`*ou~9I<
zJoUd`zQo}ZpeL<hYC7b97VjUvcySoO>KeJe&KTMSPh7;OHNq1TK%Rj_xzHYd526s?
zfDQi!C#nZgzR;kc1keOMlP%l9Y}p8Nxg2ahdF1l}P&88=#KXbpPydz(9DXM%-2ZIv
zKYV-tJ293mL%3XnigcxeO>UU<-Usjb7d){bXVt=ZNHHIaI(<}<kWr@$sN|@h-JHXT
zW0GBIEJVF!DfMBkqLRLBu-<6{8Y;0*Cq23*6nvon*yG=B>`?o*bT3P|fh_;jgRS!=
z9Tjr}Ee`O*9c&eI;zzd&0Sivh*2TftZl^Mh<)WgDwI#stj$-cQ&|KyLbUf2m#6)-2
zaPaco&?1<(oP|b{e{Sn7j$$baF%n?utVJ&u6+jYj1|zL!F#lVA$VI@o*YO#O-e&N}
zbhl3=0%@9pvOqaOqwn<2{4#660JxHvGN7O?5{v4v2oeW3T?P2;x)X4Q1jwG>t~F3B
z+zP(1&`9zCPQ=A6Vh{GC+kcrwJq=IT<3=oidaDhPNWk6q{iClW%Uh4n)Q|=_0MLt<
zLiv0k7}sIv{>^-Bv3wvH{yZP`(ao>1KzPCmeh70csKD=)7$vGvie16Y|Ci_Uzg^9e
zKh_=W-(RfzmcQPizyHerNA~i6JNN(MaYBF4F;Fn<_w~N_1RhW_8V^sbRt6t{-;*!^
zTD&hx#(=z1&Bl+8eXso4OIx-UMkezPSpZn?BWW^Q8OfO9Zc8edIROk1qlFtD14Q`e
zdzIg0*Qq!C>8B0DCimQ8=}(fm`s+$R;b*fIYH@}Z_AB}}8iQWH$XxqW&x7w}-k6r}
z0X^_e{uNg%aQxEme>2nBQxwVnWca)*lcE6G5RWFrZ!j_FP57K8N=NlU<$f{|l;@eb
zu(esq#K{)`B8GY%g7C|xUn$}~m=j!)En+B_(Qp_N1kfAXKduXr+TedZG&orZx(Q^>
z0RisN2oe`=L&y}a<0^PWHX4P^ga7+H&H3+JH_N|g-R6@v0B*VmCj%P=aw>z*^3~;=
z<d9OV^2;o}q(8Rdk;PM{@@t@6Gf+@Z8@>q-rVoN#j!GQr&yt>j2Mqz626_}(`ggr`
z9{gW9hrj!2|6M5Q!NeVSatRQqkVGA^?_LZFA7m%~GK;qu77vsE<;cvBdbbh&@EZ$(
z_znmWyHf`E0~JKL)}#VAN(~mso**H>$ocPcwEkzN|9@n@Ks#LUx*X`DCyii5uR3OV
zs<n0<apC+D2RKJCeCAp)UPFwj7p8th)cM$rL?lp^Vk0h1$h~@*frVUl#?egR*`@xz
zM<N5O_vYo8jYx6sK4w4eKCq%sr--f6Axi+#%#OC}pES*G4er5-mSu<BI%F(`{m?z%
zFzGFX#*gbrve|*PlM3N=n3p6giP(XCK4)D2j-APEc?D@qQKK}Bi+vP~BS4McfdIu6
zu#KfKZ-k5)pEcgmc|`)XXEYZpn4s^|b|!};S4W~S0Pljr&uJUKO!neN+FU==>d>3N
z-5v$n27&vX3x%05(u(Ww>eWOPCgH1oEN)V2ISk@wo?!zl28u7!<(!~XAep#~)!n=w
zO|Ym>3`{vV{7$Lg$^#t~!DUC~zsw4Sgvx9XrjQA}OnsWttL9<ZsYt}Y2p3%xH5agZ
z$%<cQx&JZ?)IoG9SJUx}^C5e|puy(dvQ_X0xRNz3ZwF-y?68Jp2l-U25BVCv1pe(b
ziBfMMF`aUcj*OE*|Ep@UDl`c7k`&6BCqD-_|31ecY(*VEMX7>XfslaT=GVee`q!Ih
z7s2;n&Pu8gP-4KK;ok<GioH)+1GSelSUP-S|1m1|GzLa>w^8}%=xVHV;M#E6m)~cE
z1z|w=vfJ3GTe`yR5&Y-1{d?aF38%nftx8mwJ%qErOYxq@PpBi#_*<+=oY+8#fpm(#
z6R^v1^{Ek~@xS>}#^~@ltn^ZR`(KXt&#MTMsgC>`QeXm7=mew?%NTuk0o3y;D)gQv
zqW>~pYp_mZFj9}}c)(H8>R)FUL;q%h(?BplYV?2Tt^Y!RP;P3-e|Temrx|zCXuGt&
z`5xxHFFDZ2xQAZ)IO7i@|CgCH-8#GS;LaFHDdwmmSHxMT{Xu|WyMRz-OWEk96opxw
z`jo_EybNele}fi)1~wNrBE3@l|HKmfCusXWNMpo$97vR6sG@p$YOw0C|Fel<mYbxk
zYm+H6_iab+c~E~fOUHiMQ6B<3=oNEGtkRnVf0n_f%=>br<876<!unhE;A20HE3O!>
z8YnYrDQ{n)b}~H;#gW%3<&f?b9}+T!L301VvXGl_zt1h;^8)fC6t}w)n%Iy!F;k*$
z0$>e4VN1oVKqE-QtvDt}^^1^IW^VO!IKe6&3Wq*sH(o7z%!fwm-Xa-u9aYpvxbKA!
zpGln!m|^x}xMx2Oy_A!hU~l`G_GaQ00J3MmiMq0{z-i~*hD2-Bv7Oe6ODUd|(T^}$
z#0T8zbq`LiI%5I-X~tYKg0HlU<2qh|9@ZRerOz8^Qd_KoeGS-H^<}Ih^%InP4z#=u
zL3ap$f(K1|)zNw2PQV~?kH3O1&E$uLs3RA7vp}OA_eu!S02=+u6lI~UH~A{A!<IP(
zoc@1|7J%AEz;Kz;Dl6a>oQ1u+3;M{f{(VTkAz(<~gCQB?x>|=kl=QEg>hy6V!0O^`
zMO3gLCvfGPhY&ciU9H1HC4KJ8TK;h`0MK6gxB0f;hDGbae2LQfLsRH{tnMx@UnqA4
z9nF7Vu0IceF%}y+g3Q0TBv5+xmsvIef1aIjFAkkQGrLw$n)3w1ep*F(;-V5X?)~ct
zCMw*X6=%PKUMBvn;Xz}uj5I}%Vh8?T5AOHP_#wkT`xX3A47Z~|X})z<q^_Kcg7v-u
zH0M~Tz|F@{VS;N%cl~+Vbg)ZrfE@~^ZEPMQy#fs7AOGfU>VNkRuljw5UH4f&?<-c^
z9l5wzfU)0;*x|TEUeK*@zMs*;*Rp4&l4)gWAB?|LpWswU61FEs4=meMCztHr{&B<c
z5KyWy&w*bvy82t4>9A7<H%pEI_5yv}%AT}tI~Dt5>aEml%6ooIK+7nVFXHjbLi$t}
z2<%&b$mYKaoXMxz@7re+2MmZJ>@)S!zWWEu<|a;pBf)wkMyLkH)(N3N;lfowlS|ql
z;Uo?{5P%y_!Vd$d%KcX5Be3u~5Pu)ACj!lClo;5x+lk5(NlG#>NYqE)f@3g4>;LNh
z-*3MMUn2fSx5qH>`ky0mfF$^Nrcc^0v+Os*4#55dn+MJ8Kt%`u48HbeD3pM%mk{Nt
z)^dPPuEllS|Mj?NLcm1T&wzP@5a?*tdYB9dNA?Z&o&m^S4K%Bq0Vek7Is-Wbwztw2
zOS8j(46Id=UI26tHZfS8kCV?E!A;B6L0hOPJLVLO9fERadd!3FobWtwsEDTk6aO&N
zqbltII~@Qtd;X8+PL?Mg#R18F1%Mg9(cQm#H&dQ%1C~tr0=`rYNDq+ZzxsE|KgY^4
zMqjaK*vY@Ut2rUR@vFa0R`~x5M3JtvPvQX#3{d26JmIg$o^H(+{7O=P<_rI7-xyOT
znK1X)6Y(nhZ_WIVyS4tt%z;Sz^Le=apQLH_|D4EwFgHs5F@BR~Z=Zk%c7IdElImQn
zSO<4&(we-8>YDpu)aB7ApO+(mS%Q3?ljSPX{P-$RSmc|!O=pV2$n6!}G{Z4Q;Xh%>
z!dDKn)DJ&;9b#(qjL|^ugs`JbKBOonVlj26tbJ$tSTyePfGhMiC@M;$j~+qPju5BL
zo6^G0*voo#9x{e&!ax-WEmj}9f~<-jgF(E__qA!3P4J~KZoZ6e(;@=J?>@5NOEY2A
z32PqTOL59Dv=1)RzCL`rYys+w)4GIY&qh2I-}o9<uL=qFlyadlP;>~Wg7CBkxNE19
z%*B+N8xJ38vri*x+c6H*A=O{9J8``us0y;Dmv?7~&m9wv;$8xQk}}4+pdiM3>j34Q
zz?}kB20iy4zxQBxE9-twF?sB`n8?BKqU9mtcIjm{u(sJN-K?GtIjznU+c0ixC=ODl
zwsCbf#945KAQAV6_^X_E#AR1J-26`|?iB65_-VMm5<a;AeAvAm*BTh{ozKi-e4iL|
zmJ_u^c}m9ZEv(`$LG=4nMu&QIH`Un05ye>I^DejJpDTnG^W8lJ2KRHMGytLt)1S=W
zX(rBMKclU*UUKx1*Xr8=*p1_LTfa=4htlWhyd0ld+H&IN*CFfm<u7dOw(@IlV;P#)
z>Rw&@iwoWWhn&OOFzHkPofwVkB87Zjc=z0w;_2WFW5X?Lh6e`fw@i5*67Uvr7b<JK
z6hoxQy}w?ZcH&xHk;VV&6*vOc3~L&bZj$Fx&-G?6>MH3rdh|^b)zWnpB_RCZP}4l>
zE1q!F&vX<NK8ZFvp7D6OB)`lNR0H=OZeft#PI2eC%DdzEB-NpA!*-~^!gkKh`EaV$
zf<4mLnJjbJ<=dfUq;ZG+%~22f^2R7J{Jr@Osf`Ys_4S|HyJfNNOA1Ge#4eR&ZNg$#
z3=-Q%#Cc?#bvqp%RsIb0rg*8Ha)Y1%>F}8H`oYJKsy0o54o-5DqN0nRnrF6R!x!d{
z|I5Al_bzbm$?o#mg^&~2;_aYF(&?V}oyVKyAC)9daZ73)aOM06APlM!huiR{J6_6X
z>b1$G8K?J=Kn6Mm@g^MjkCfsb0AV;#{{!FOYjL0H1ht#n_fwP4uG|Ii4VM?~th$wz
zBjFo8=jb%5S^d=yy*=XWUhIa5_@-UYsLiNLd6@Vrg!H1xtA*#8+WlU!`W7_P>vLb$
z;r#Ovk1aPI>cf^(zeDPJS<9^WtUGXSM0(E(L0;rA_hgV$e!IsrFE8RPpI``JE+BnU
z2_lUY(XGJ`E-L*QOAb`&m~u#+-R(6jUFvrtM_bX_&UIz+aGI;X!|e+#iSfqinU>8B
zB>nSO;H`&v$O!AJh?KinDfLb@f88M|?=HyT8ZA>pRE~+S$d3;fKa1LvGIUzg(@#C!
z35+xt=Tch=yiZE`c4XN1D2v5RjaYV=7z&M@98v%clyj6Zi!M2Dj*t}&7>iy7DnU3A
zQT6eYtzTBe?>e$MXJz;mZG{f|E=B3)&%Il=4TM)3h@l<^hk_6f2++-|)8NXwu>`V|
z@-Z_pPU*zuQ4}oN#$yjI{K(&({$=VaWAqxf!(INNNG$AaM>p_pf`WuUQwegObPZ5b
zm$LGdQCy$+Zxjj~Xqz@}S820<kkfSSlLVfPey2>L?(3zg9~Co3<AIy3=GIo0a%Uw@
zl;B#-?9lIE!}mf<ht3T=vpAr&EODEKmBPjssM^)tCL;Jv_D@<siQZD8>#1aA4rli+
zv{BOrMM%+y7X3bPE@I%+Gi0dTvA=HOOVkB$O{F}nTt10y5@m;=MDHiVr`J^{USg7-
z4S$ennWzo1YZD-0lK;fb)4NjYRh*w^6g?%b4UD)P@|QnSVz!5>$6f=GY3XHxpMYn6
z8U$&9Mq<CrGGtB-_^qtk_<W{f$&fDSi17+Uvm$>L&H5_V^Ohcre-HYIk>nE=T|L0Q
zzO&CBH}z{Pu^&Zuzf8^N)q&vS`;t?K3m%Q-Pj)wCPdUGi+(XPwSDxCvRx`ki-5T_N
z_H~)@Mf+c79qNwWxU-LZ6V8`1#h?RD1g5&L=XLxh&LQjeMhnt9Spsfxm?7)srw61h
zCRbqj<*ANf&WYz)4HhRZ>M~xYGdo(b4ENe^5@&wvL@uz5Cl8nZFTYkbC9S7^7HNTC
zi#vo(?mXNidr60DK^rz#oZlX@82|#2rje~nboFTCz}^!=K^GyHWBpYJk71?i&s=9F
z91&qPM-ME-_x<;5M}ft55*+B?zTYpWTD6x@_>8&3u>wwZNJ@3t<{QnU-P)^4RylM|
z7XyPS$!22xTMS0#tXmL1{J!YI^#ZO%TY=C*&xVu2oeM-{9XxLLWoC6RoJx!VtDWWb
zjIkbZ7l&}jnp04yzeC8R@^Cjid!!lp0UbV8vx?+(J3=_O2L6oBBz#01j&HE4KGY^s
z54C`MS5m)E*oAliT7KY9Pq&PTHjq}XVoF;hX?46$zsyPn`jZ7tknWYXtXBWS&|mIm
z+3$1u>pA|Xzn@T;l{Hv&)9wUYx54fE1d!|%4%h$$d-2rp2A8XB7Ix21cE0R9I3zE*
zAh=Zh<v*jQMi@+ej?dSZFr^F-9+`xYu<`qVI$pLd?Z&kqpZo!cr~AL^X|AsNk`|(Y
zJk^k~gJA(@>tCQBz-m|vU{}&oj9a$24a3pfW|z}7Uonp>@F5WY>*joN&XtmQoN|*(
zx1zrrRG^?_U(aLvD1CP2t_V2%Fo_o>${8ZRjCdk8f5TQ|ySYy4eoZ}!#3!N0TY6%7
zWA}Wi?mOY9&zfZn#X~s4h9z1MY6H8RTXhlv0AC`25cD@&3u}@6E@Q+#e3;XAWjNjJ
z4C;Uw0!%_+TM%XKXbmA&Ta38{23?u+X`+<cTt#$^c}aCJ2{6JTljY>l*qXMO_ChSO
z!JscCkg$uY+epx(dLe9aY+WDjW{G;1>-4^g(~OXB05|LCcGVBw`Xs=WP4kLtc6l5T
zTB_VVb=kha<Dm6HSw6rW;jHeIs3~94S0~l8@z?`@=3NUFKDQH=CL=+jn%?)Z(E<+X
ztIMlAu=t)q@0Ft--sb5KyNRW&S}&hSXy<vV5-14%l8KK=q-9~T)6K!9tK6G09brv9
zY2i(eq2mc4?&FC;1%BbsuK}*Eq)^sZ1ifLv@kOaWpc?9-nW(w9pJfXjS1PGg*HIfE
z4>h53;}vbjX%<Hv!Z`MwTbF~@I-ncO1J`%EN_3p2b_*v!VItgSbd8cp*FpNE2Jl_I
zoyBca6x@(}YbK4a7>PeWZY1J$B*oQQuUOJ(LJ0~G5@nyeU+?szk>VC(?L!oao}=|h
zM{b2RKg<g5YJ9C=Yjjy$?X?N$ZLh$6bm4QusHF4*U|ZcmYI%ywHIYsFw=rLJw-HIQ
z@d@hGsrTloafbs(TtG?o296bHW6UP9rXFi|zRYK@FALPC^AO>rEaiPI{!RbtaDKhR
zcdZ?$k-W5ZoJBEn1-=J~rl)y{C&5-12%b8lj6wUH=DVB&&FK>a0V3-?t5QK$A*@D%
zs#bNses<ZU*jbrqC#tMaJ<NmOvd()>ub1HZ{rT10M?=ah{tw-bg&$_&Yk|Z{=~t}@
zGKOzDZ9-OycfMi0j3^bQsqU*bJMdgw+FpqpbBzC?`U@7|o@pL1DrpwL<4~<r^>Sum
z<|1f<2ims4+o|FQOy(f%elHY~prL#Yxq+fGWHtJ><is>z6@J_OXJt(ODWM>zps2Vw
zyxYCjf=TpYC`mk_6MbdcE9${@lUGqMOKP>7Cubd?jSme-xrn=01Uz-Qq|xY~eS<1v
z$nz{bv)zQLob~DJr7v!+Hgnxb@KHv0lkhJ17fLz#)PswLnPqq(2$WXe+W7;qwYTp$
zm&sJb@X#~e0lMmy?3)C2WjHn$y^e$_EKa+X;mV3X^n@tZ0vn^F+?16&c00<Poe&D~
zc)8OXCumA>c*elbkA3LEX%jY5RDvy?kT1{(8fYZPDdgsG2(!+!Uv*~>RI_ld$R`3@
zPOs?{-lA_Qzv}WFs;tHEr-uv8a=IDUrmttOueF%um1?*E{{Iusp`)X2)MLPJTd}Q-
zWk)@XkoeqiTmg!yf_j8`37YV&g2K}=(a(nMP9^7sK8MD)#uI#k1iTzwf)`NxSs_0d
ziDQ&s;-PV=<>m{cB4~Os7x5N3zX2`G0FgvV9hx@_vmqCt9w8>}m8JyES1ntgg;<p-
z9HPE(2%x3|wIASfFsu~Y-^{e&7(UoE$aklH@#!kG+peh}@}6(U>?*}<o8{!_2y^LX
z<hZDdKRr5~jWu?v1X8(S%a>!{1XD1c7f^o!=O@oszt656`qO%4biz4C!rAC*&1rCc
zrK8cs5JzlM{(aw_`gLZn_oP#Mn@5yh#$_w%Z`pIP?Wo!Zx-n|iGF9r?rxlvV7^`F5
zwi_wj{%OecNL<w0L;VxBTMDl1_mWw#kw3XUZeyx9muZ1`Lu((lXB_^nXa4S9ANFwj
z!Pi^wN_ZOXPFoPZVmG~f!k1N5oD_1$;y~YJqt`4=*UbLz(JnuC0nxy<8yE*|Ff7QD
z@%tQ%pLUNMLvwHwyGt`(Jn~8<dO(xe{~vqr8P-(xw~boIu|`BhX;DE@5f~LjDakmf
zsE8R0f+%DV5vfrD0SVb-p-G8|ii!{w0TF4^q$Sctgh&lV2noHW0Lc#7d(XR=r(Mtg
zIUml4bFOop_ni-3!{9dAd+oJ;_5R&AtX+z@qA_^_9Mwc<ahI?RG4!PHq8MRXZ9tKS
zjjeOfIEYvdnX6p`Bn*iZ*&ieH+}oNmh?_-7u-?@g2eUMDm5!h`>z)c?g)T){9WYrd
zya*fJRJ1E}iB(<tp)*#O$G#3%(Dc^mBZj`x-p+nMzr!*q3Xb#z@aK*}+8Vd@tVzMQ
zbIJ7)RrM_GzGxG^mJ6RV=`JkceXL>g$RSVl`xES2RJB^SbJs9d&K+Zzwk6v2YFOv2
z#OymQu-;}e<D$&Aw1UyT<;1<NEF&Yd#06hl_)Sh;ym9iv*$2s|d^B?ld1;)T(~U|D
zOUxMml(?9=kO~O9O-=ahXs+V0Xd9<`C424I`8kJNr_3JP9{=A|1LH1U^N7J;4hZNq
zN<sv)AISUd?^al@78#nL7%g?Z%-fWUzn7V@G0=c{qhzwv*OXIE(BU9>`BH??RJxC!
zKDh!~2TMq+e!y=U`|FEZbW_?=j;BOZ`hvo-+yVLQ2w!%?c0x^C$P7feLypFcI{3)Y
zswXBiK!NxQp`tHn>#?u+H4_9Q>hg$lLRJ-P_1KF`keB`CDIjBU#{J#q7hR(o78VxM
zM#WpTe`H*rH16<4esJ%uI<iBqf>Bxb=0(Pq`{1I8g_ba}MkOR)`5vj#RxjUP^#m)i
z#?1AnS0fMYjg5&h(}E60P57l}D*7Ex+mK8K-_MDMbH8g}mddvjy4680j4(z4sgfHS
zV-IqsQXwtMk-vIzrS}h#&r{{Iw)I+J(Nlt)o+Hk)g^~5{Hfd$r;H?g44GxRfi|72+
zj;vS<FoaKl2mfJaLl(<k4p-tkSM~{NNO!ulYuMqp6ALq`e~7j}G%TTq?Hw;XeQDI_
zRQ$uwF|0@7o`VzraV(x~dvrSE=-p=ewqojeS`Z?C{zq2>??gt>z#tUso?HTs=v@$}
zR@reQ2u4^Vl>InSTXZ$miBDJXZ(ps~Up40)U=+XSzaI~Q!xP(NM)QY)(~SO&P@L0)
zB<At3WY3GCyzT5;aFblqwO0f7>tifI*1~RG+)5qd+T-c|@nDuki(}^v$9)Sq(1i7v
za>eCM_^UHOH)d{n(E4b>Cgw{3QJ`BWS+SReKj;zDR!Q|cRRA#aFn6WzY8-D(0zXK(
za&CK$ud_Fgs4Qbpgl!ydpi5LwkK!;_$`t^|(0A(P;i>3LrXE2ghg%afxA9A{Ztk=t
zplt@Re!-JrCv0A9TfZ_ZV!qx0tkCofb#^_oTo%|FNvwq1fuSUr)2sDkc;vicBt~Bi
z#36L-$sw|N1yO8L33UVY*u(S$K3=9cPr8zv)JRwa)oBC0+A?VL+^i&^P=udt!s|Rm
z@SNupN}rjEnZ%7}H~!5s9pD1e>-)4#a9dwIYl(ld;B{d@^H}$p7H6@Zhh7YJ{1qff
zzG)q~=Z55o0mO02TDj)zFy$wBy5FS&7m>IS))d8(n-SmFaI;PpY*Fgz=ps?=*Zn~A
zPM&>Fjo(kG@|l%M1u_k?gKc=AalAgfyIysvp)cw|tuWp9p{|eAWx}W5f4vT_=Y`fJ
zkgNCaV2Gtlba7p;<&3f3<p8L9LhO3(sj5!-)s+*0V9~n8gIJ!NPV?bU@4mY3qV+jY
zy7Nlm%=%6fqH{$KPvn*eRjAGm^<s7kYkABVTzJZJb&0*Z-F^JXac%kaLrh58TeiwM
zdt3>i1N1H(oG(9y&)x2s!|#9j)W&?7{)0;#*@^MFqUm5E8(EifV=Vly1*u)#3OfCu
zIML0G5%4a*cRBFFzKA#z!8naLZ$eW+O^oCs(#PWalW=EaHvs`HgwCk9Ay|c_cLU6g
z<<+=J@defu!GmO)(B6cCt<rT@JL@rfbEDYl8uJG?@&X4?-+7AUl@42S+i6<>->mRC
zY&p@$5YnLvRi|VG42@${ebzwc%Ox+*e-Mq<>@9B^h<Y^CEFGVFNr?hP{>Owak)@8J
zK#7~ECo!CF7JzkUz}nRtAopgfxeueZj4-c$ZYysQFxj7;REFGgNi(23p$tsdLR8B$
z3MOdPCNbk~yw^-_h+qQv@--KKd_B}pzisp3{k4F$oo<0<n^!E@vEbFBWDiT2PA9qv
ziu#E1Ab>DYn&|{tDd+jXFdhe5qA?u4%lN`y)wq$wfiofsde4hBW6s&GkM@E(!axlm
z=$xCP?}t}|FNsbES}588YWxf5Nd+{e2$&kr5NvP=X*_2#e|Fj1e<4U;*oV&(R7n6i
z=RUr2lt)AqO;!10^OmSp^!=}mraWUb@sLz(amn|ZrJ{ClsA$*4c&vxh;>8Vbx*ON#
zb_%MaR3XV6Ovet<6KYSCXN-VQja{p|*c#pgEp}sSiu~^5t+Go#7L)YPa*bZfHT;4`
zS#U#;VwOtL2hs2Dovry&`JRsmiSSf$++Y|dlT(m5poWt}bkDk9Tv)~4Ks6Q(WeB-v
z;36UJWQ!Lly4f$j5JVVizJ>DL+TX>ROFB*IdkyZ<{#wur$d*54=LJ38mI+W&gWai=
zs?lIlMqe6HM1zEDv}?(09N}?5lD;^$&mks*`Ww6@$>Bg7O=bMW^oU<q!^cgVEnPD^
zTbw#ce=XSEBgDwupm3Y>(ByeAiC16PcT|OFQ`ydvLi^89He!u-#EDS8)v}7G#0@i~
zrM3LWLOEhuP?XqGb^b-fH->1NtfyxSW4Je-JCJ}u`vyMf^q#4(_fBSKa#(Sep5j$|
zB^%RPF-zJGQC6_VT9Gy=Mt3Di0`470pJfr2j%w(|p99<~{>;tv_2zurGo0I6F#<^Y
zOAwufy|79BGh(p%NPPmqQs-hUjpZH>=|=8ps9bq~m_w<~8c&-NQY}cG+SSAY%H6E1
zQ3mgP%0-&x1<k2*HKowjYl_|S!{vBnP3cSBgF~Cn)DznDeQzK14)7@Dj@*u_x$vl#
z6;fCW41vXyAnbU+k2$Ht7IyU&CiRj3MD~3+3UaWg_7@@d@!UG;aGM?rGI|as%VJ%S
zMfufrXI~`YWxj=IS=MaP!0)BWrqsd~kXd7S1ao0lIU^Lx=YUPyMY;r!Q{MaE<(3mP
z>6J7Mp{Pyo!|SF$qStc`_Ed~cv$feQ^g;dd)6MnFB78XZsBm!L_NOP*3V&jDD;cu{
zgKa`n7EhAPhyG;cvL@y4;C)qgDQSG-8vl05*On^d!M>7K{9yjQ$+PU-;RH=^w60TU
z3oa+^PXFmmS?9stuAsd08%&=MWRo4=v5-e34z#ZU;0699YwWfu2l84Zxf;-$g_JYA
zcF%5y<B2soR(8X-TCa-&(_J2Faox<dpM~ef&B$=RJM8ji2f8iEsZiCl6Tvr}#AWG~
z*l`osZ&>d5`*<%nJqxjgyM?h;EJbY5#cRJOzfD}*?x1e|*;`wA-?j%<xGw5&j8*^v
z(%md;xx7N0eg0hXl-M(4%I~aI<;soh7eD6gxb)eME>U&dJ(epain|C~I<BGJKAZKY
z4H0*-X8U(C`x^BR?54Sg*ITP-`8pyIP?)z*y+{wMxx7tuW&rSTK0%2Zsap8#3f>Nj
ztHaQ?baFUdZbM^Z%i(46?Z|J!;fnBlPwmRC!tfcBde6OMbCw-GuFN*K_{o#pQmd(W
z?l(W#*gLL5bmi}iN&)bb3rlw0ICuS7<YDW<(?`b<{W&BUO#`%I<Pc~9(TPld1gmtP
zjRi_blEZTt>w}w-4d+Eqv)eCF@+mQay{BiuPu#RjuzI(d7qxOt90+}9p85{5<9<of
zn>XTZv{u5;`EZo{C|1i{(n>v)d2P-iC)NLfYCRq25EL@TUy^^<B9x6S35v(N2u<1#
z1`%#|0M6TB*}iWTI?gl7UX+@nKP3n)K&y0OT7I6Y4?7E=Hp;DlZ?LH>Zlgb-s?8<z
z^yFN;W>kCA@5@xQ9GRzD{?S=BZrh#~R^I>4^0r1JS0XRL@@1+gydG89(5s3-t#>0a
z$8Vxcs8`GPt7Rx%@L#{Z1W@a4n|jVG$(q#ZN1wX^iJZ=1k9hP7!!&*@+qTZSvM+}?
zJ>5mddTx=MHTOk7i!`Nex=GtWOUC1nUq#9w_LE{Ow)In1oD{(kr{L%Og)RnUTGK$F
zEmZ(7d(OfZUiz4%c9eAQzT8su$m~-~@NT~EHc2z<>l*I!*CM=RAFK~5HxjByzgB<M
zxE&f-GpYI;WnHDn3^^3EZBX(`b2`xim3(7M2}4l8xc$MDy_u?O6F|!`p(K%T{7k^4
z@x$tL?=JKf%l(!);g@StE}ppqDkn_Nvp+i>imk>rwh4U05i{>?k({6Bf<8<iQVXAc
zLz3dr(Ay)GXHQpO<{)ze06h>l`=cfba(cp6K-!UQP9?Clun^Fm#Z6|jRuL3x1KuEe
zKrd0+o<%*lZ9sZG;WyQu@Vx<30#?0DCw{4Q>3-dMK%Ot#hm|B8jMius&Jg3{g`Bxo
zbZ6#`;06EPjVYbRme8PQSQX8s(c-^UN9YK>AJjOT*Q_EU(Mj_^;ga0P**X75S2o?|
zP9n1kO%7_p{T6Xl71#<WMc~)uK_R^xn5|g`R=UIfE+8G#yE2^;zzuw}75V^8ou5sX
z7aUG%c;GsVD&Q;e_d)IKtbWz;nUy^!hDe+IA4#jg$)!BUe<?2REZf`>E@$<CDI73n
zGrsf;Nw0!Tfj~cF%U=u1ru|R_{TkB!;$=00Pz_DkkzX=-w54*66C;Vw*nTB?&@{Z+
zr(-IbF|H_ol5Djl6lgez4W1lBZjAZ=bWg6}zoy>)yDy}QoP{$)>*|jbS$3~p$ya_r
zK9hZSlrT`S{xHgi0Of<YFm?a??+hAc{0sjnd1qia2uw1Eflw-7`ckfDDU52EF{%i<
zLa0hzk2~=@ob}nR>V>tu3uH+nnR0b?0yISdh5hkI)@CUxw(mSLe0!(rzjdW-vKc66
znFRO-u{L;7x1fpCr9!Xzs?^_#Ilip*{xSE)9rQ$I<738|=~9GcOpz!^Xp=-iakr9{
zO+{;kIX^0E+K(K1)oRsY_liVg6L$)#Ju?=eu>!{R2^Jyihzn-QENtV;*{Ke$4EK^3
z%gV%FegYXNL!!VaEp>j;(El=<TR+z+yQTNQ|3Y&bKD_s@1-hk?`U+S*z&w_o6?&I5
zmdvKK4SYv-D!sopS85dgQ*uhfA`i=F+EM$p>aZcUL??Gs*!2eIFpS*36S7-7QuD#}
z481~@C2pf>Z{ZO;I6xt&l+woySMEIk-{UjFXzE3e0-?43tV=2x4ORN99ww)k)M9Ul
z1dC1$b|Q)4-)Vbv)eAVl*q30@#N02m2_b00mUco?q`_O3uqMkx!nqYKwiwcuk4~q`
zM=!J{`}z0=?mU`&zLcdo5RdQJ$NTuh-(kE8T2IjNPwB5zmKcYC9AP;*ocZI0&gT*N
z=6hc{bC6HXq}VC#x{oE-Khd4fZ)5<f+YbTLuTn$eXAt)9aEV+G*5tDu<gxLo5mdk>
zh_~$ou80+eEd2mEJJ@#t)`U%5CxO-MaNp3#nJPy>%M~kZ9ZR!fD~6K!NMwVh!~(vM
zPTkdvDUI1++dpkkNgCgus26nJg0rQyr`Mv?GJ`SRYk@D%MIW?hZr$@j3{$gM8Hi-W
zY8UQlF@--kG+og9RIHDfp>d`Pef4D3az0Mkznj0h_Ca22v!N<Gthi+?7u*#U?6h~c
zwpXG3EM!f7hTYzK({SlzVRC8YNb_SC^ZNL>uktzWw>}?yhxca{rJ<N53?-T_7uL2c
zjvlN3e47!W6||1~<)*NFz=Jzjxz%Fp7D#qAUOIim)W#qg&|vMyM%vZ4DUDrcD1xt(
z0^zhPgtRR4es$$vTQIyi8rM%>b%~TpN^!$?;lzii3~k21aqTa1%tHP+JIdI<25oRm
zt?r)QU)v(hK24qx&bjv$PRRSR?hIEIb^)Cob-x<I=9um6rq=zdkI(9o&U9k0wHTL!
zzF?#nu;+{0oD5Zb3W5dG-O%^1QJWmM?Rt{%0{|816o-OeXe!t@4IF&B-xI2)DT}hA
ziP^KE%$QQepp54;KWmIiOOl_mS(uzP_qFjws7|sqHISMgsB&(&>V)A=;$5k14hwy9
ziT0VhyeWV6zGLtm5%DnW{q9EqhqZc!vfflhy@L4kN^oCisb>E$Is_Hv4s>M0VU>zD
z3&Ywf<3yKwh~Gj({F$!2o~Mj<X5`%BD(*sLC4UD^!Bu1tkTi;4;~QviW1ijg_85=r
zMqhQEIRo`fKz(2$bllE&Ky<w}<Iy8|8_TdGthU?vW=cC?A8O7#B%=473Ku;hukQKb
z&#7T5aAp+uUKmeY*3Laq`is?|?7Qh5b&Z3jVfZPi-T;KxMWeM(%eG<qU#3C@ull(&
z`)O+t4I!hPyb@@YR<w-8iMeF<dpEnrqFd6!x%_cdo}R{v;?~pUPki0Fg7xKr(+5Y-
z48_Mm->0EY7H>GhbT3zl30S$C@h3!5dg*b(Ys35E^6L^~D)CcG-}Gib(xW9@F;UdE
zb2mXH%Ik4a5vWKxqdKx++dvO1I~xp8TBF7JfLnGh?BUPq4c_mJZJ&J)EWuU`o_e3C
zVhuE>C#de3SQTrfZ<exuY}I+D9(?ch2toUkJA19aer4j8*i%jUoeb2k>(ycIbTr;6
z6<JhR4*0#TQ;oSR%b1h5W)F&l{x44?;2&H>9u<I0_nW`~-+7Ox_e6MRx=($G?wx@g
zNE`}$n%$Zr>kmi`%!=V1lXyTyA9EP{cRkr*-tSj9TTt^g^7^yH3)Fqw0gzvR=`-CV
zSEQN>hr_6QGT?Z=b`?A97uex&agz_E0n_CtDy={oTL0o_1;t_d)OK`~y|cOGnpMpQ
z&>U-HiLZEb%IlgRFr^6FKa@udsjWGV9f&|Jv2{g=Y2qe#(m_JC<Q#*|&AmErjJq>;
zui5rqk&d8+m?avZ?*Bt8`FuQ+gLv%w4L-z+!twp8pa<=7e$(#Q{=APLTRru9G`bA(
zt-=RW8bIR};6nn-4)?w9yP7sJ2_Y-3zD6B9`n#{8kANZ%3}W>$_LJm`s5_3f&h)5)
zJZ!xIDO8!W$ekO~W%NKpeT_f2UVmlzpr8Ym{k0$fSoK(!E3RJ?HEw1w<K#0Pef}5D
zMJg%36;Pha5%w#pr4awwL9+lhcU<Q%(q&T_<-j@r{eywcF`m8~eZ`^e|GBrvM%#Re
zP#djSUGY^>P*ffy9E2jFMLwj+NB&+@kg7kY!Wg@I)zZxSb65AMO~~?67Gc>#&7>Oa
zFiuLmL+s8pejsL1TDx8r#fC!PJ79BRU<G+8Ro9!xT1k5EU>O7v($d`R2D^K?V;r`0
zDl-Ki#J%F1ar{!_<K4G=oL5`9yavSQWq&O&U}1cs+||L0*pHRcTTG4N9M-%B8--}W
zK5aRHk1Kmti4dbaz_`HKfdlhH5=wGVkys~Uqo2SlJ*PBd3d(_+rA8?0uLW<9$$CKm
z5@U*y=j=@T`?Qfq&~oq=IoJ~t*(DxQ060AbaS^2)4FC*pD|yEKqToG$$C=Aw0PFW5
z9)QK*Tk_1jZ8>?C4SJ}dnUTG)Ox`i3;@nKJ5)x7GM~7uCpz|`Be6zjMa+99Fhx>}s
zR3%}H<cg472`TAEPXP@fyeizKW0RB1A#8R(<5p<woQ}eO$P^U6)nT}OK%6S`ev$*B
zF>$0Z-)~<L93+gbV6Cy?8{9r8l}fOE917JU%_80O=2nt#E_G*)q7<+FBWSk%>`LXh
z%4NDh68;Gwv#=TQ;fo%<>(w)9%V$mY;AgKmA#32}eUwglrAq33WJ%%hsa8r#>o&%j
zYrUQVu}5zhW9wFr6J6(=cbuuTWXDgFn`O^0r@TMH@6RicfgVS?8p6%hzN1HU=_I-=
zH>882b%ip(Y4rNwyYQk}Nfv7WyoC!`wda{fb8X7Nnl*2%HCHlqneG+>okU&aGMYd=
zD2o4G_*3pXm|NqZ(uQo+3jxCFMrWdH22BT|@WcN0*Z?GE%LSKirh3>@<bL8k<*ana
z)cf2Q+<QQoVlZBELO3X`q=x~`owFhre&_=OeI+!mu~<Y5JA0-mTkJC3GC|ieQ4B-@
zKD99Ix8d_Yv2+70fh=x{RUe}>z*Lc+fvesrH>bLCpxhKL8o?(jqv@m)*?x~ioaXSU
zYsr=mr_(sYNrqQ4JWD%6v#=TmTw6YSz1s%-222Nreif~rkaoodQ;Gc0{AQN`W&q$u
z%Z1{IY}PPFl<Mp<Ff?XnPXrz0;g-XGpB+@2Ot<jN^mO$rU!2_O>FTuX$6?UhK?Inb
zb2d2A-ZJ;yt3`j#mjKf)uER9@*<B@5{y2;aNrHp+A7TM8(ZSkEGywnB7k)nX`S)c;
z{W#hB(u)8e+MR{2ovn)iN}G&&Fgd}hz)F%Dn2Vt=N$&x5!f}vApEMl2&XC^+yZs#f
zNhKIkoSO*r3_3LWucC+n+SR!G8k^vv8+|)X&%Sdz?!r^2ajI^$Z#Yx)kb9||RVP0`
z6C_Fz%N3nn?|W@}e;V#*H5y+`p6p;Vx*VMh%fS5%WX(<Z_8JLkp`w-Ln3hmG+><K6
zjTh`2mB!RckwPnmw%oV+#9PO&Jmi1_pnEQrPWYV8n7wq)72q#{>LTh#xGGvU;m%8N
zA_=V%pNQi4(%@O*s%zQ)esY%z+IFm=sLkV5fX0%t&Na1Sq;9|Q)*xw?`S^xv@b%lk
z{8T@z246$TOD!=F5H~*$ynsg2R2=;AJoX)`I-jfVzYe!J`G?B+oW7u-nQlqQsPxC%
z>5sq)8z1YB!AQ&}ktxGqJ-cb-1{hoNTVY;hJH$ikl0d5%n4F4)c5ID3el54dtvG(1
zL(^upX~kZQw*iwLp<S%u@c|O!DqDgN6x@88R#;cx%o$`c94MdL_YPNoWq?CK<~S`Y
zXXKD71uI}dIb*#qIh?3SbrdbGke($uW%_qlk-K68_WmYB<8T^mP3a?I-LwEB_GP&C
ztDB^1Sk8h&5U1CBRVisUQfmw{V~Nk-VC1pOlSG9;b>dlGE>G9aep#hw;D_<v%@5iS
z=gRk*;+8&+_2`(A{*qP48lVpgj*^J)oKm9$_1RCViLpUZIs0zb+ixV^E(E*7>#JDK
z2@JS|F3$9Cx%sYNx1Ys!vI{@{+x=S{gdKxvVzsn|B5BoX3%&!rKP!x|P~?!a!aRd5
z6jbeXJ)Zd{h@DTRv#vlOI8W4gpA_!zO2ttgl^`cm?dw;cFYJ~=CbvC&0WF9#`#!Y1
zR8xfG2}1HB(n=ThUyMrxl!vV;)4V8+^}#&)0C#YL)b9terkkr8-&gW(*0E@pBs6;b
z90v(Kk^kO0LxOU}GaUfmyoOdm#FZWldV83*8?kRKUH;Z#TN|SiB~^=$zd1C(N?3(=
zK5WssDqJlr9+1Aipm6OsQk@c9<)w1>!c*KkyBN9xy;ELKnY~bW3-UV}jo?M38jUR?
zPi_?es%fa^i?(icXM%Vvd?2UAaPpxRe)M_(McNmAfILMFzx3QE>nKf1=(6h}pFLs|
zqwn{qhZ2NDWrYI*&k8|Umv*K7u3kZv#%geDi@IR%D%y%RtrlOi?VLaEeL3EPAMmka
z5J2Y4?9EFvx~P`37IqO)lbm76p4a-0K=pK9g#3;@rrziaIgvuwQ4K`o3Y1byBXA&|
zX4`~shD}xP=C)=4hAT<z>=U0Jexx41?tlVe_(w+n#csaSZ^R86;Nw3%z!;1#B&mV6
z9eK4SXr<gT%jzdp=&u3LA9p?}IB^%V^#fv-5rB7P9Di|O%1P{Uyv3>5I0(42qD!BS
z)IZ|^zXsT%wZ<z-E<5YBBd5jWNeiJFa}Vu1>tjJw`ZbNsMM46@ldsI;<ZVdAO<ZJb
zU9Njoeu+4yHQgW80*O*Z?VVR9ZSbH1%i8X^J}Kl8`6@TUtgsJg?)5S5CGKo9rBW~U
zQ&g#kN^`MqpoPZZugROspDcR{%=y(jlC4`QvhgF)QKl<0+;@Su*_~NG_r39Ln+mgw
zj3X6S*wX496q*S8-54r}Nk3Qp+KcG4Ks4z+>~x$%jZ!^dB&ITq$6A0aEgSooUC|z_
zW}1x_$N}6i#oo@#AYnP69#(Hms=$Nf>`&8eNmNH+zwS`}YpNy3SKZGcyWL(Zvf*~j
z+wZl1yIm2e6ihblC_S|<(sgDC{7;|qPLg7zFOdPbWZcnfAiZ+}bBZu*MbS%m3xF_d
zv7O`ORUTf17Iz`rR%G7r>Q|$Zx5O)*tjovzQUT&|m^&>PPo}5dt7uERaIGj%3O4xG
zJ+`0v_v}p#ZedU!vASklntQcjLmp*4z>C<6P7ICBaV`m0sYDt(Cnwda=Y<C@`W3tF
z!4+?%#;fbZjlX>C#wQL-^|51<sE6}Jz{fg}@;>E8W}$8*KjFPf8%V`~5lsq8gDR{Y
zd9u=jt5Xy3owTph0gdAA4RWw`3XkaOw7mwdz6cT@fyOD%3$)jcnd8WBhCpQ1zH`HW
zufwfhU~K^_$S^0lf{bwxFFUXpg9g7cRfu9Doef~82Yvy=X2yU2NQlbHB2?{IJjm$k
z#*R+`)9Yvp+}62#p=l6!?vXhxhcI2qkg4kn0V?;9d=n@so^OLDRui$v!Yq6xBo)LW
zZ-a0Vj46;tRnKY8ZfAKD7yVm5?Qfs@@2>TK{Aa6I#%W2?^cFNLM(8phX99If7MD5S
zbp!kT0e5;aaO#kBlbn1nzMnOP#|944JGiM;kUSK;@-}bSufPbKKM=!d{Mza};CM0Q
zj*>6(2H0j)z>E8W1kWhhTw8E1)q7`VzzNJ^$Zzs&TDQL+ASVdm+aGfFG_uNX5vYDS
zS@OpIgy3V5XtkaV>P2HzJRZHg_vB&yt6YXRP{+)rfu{KP#bBnN&jHYG8xp4xH>;?Q
zL<s(#PVEHhFCz=V(7wnW)T!Rh!O**Bf&nu0_xNW641W15ZXLvpAY*10oJ#a?Ewoh*
zHfbobpHfMlTi_pyA$9;JG)7?J$F`fulmR9Q4AuV2m!6&l)#THAxL?5P%+J)W1{GNB
zPYo?FKDdE}+@@!R&V@%~N5DP-^Q<1+5Z25BFn13FY+!$D5S7?^(od|<nxD13iWmY{
zxh$M0sLlclo;1$G-Z-&hz?&ADW2#2HEOdb>h+1g65THgP|MQ&xyw893?f*QVvRFwN
zKy_qAq*mzgGKlB$<4?+M640b|+Rs^lTfm8hOn<ncc%}*OTzTnW;`NMOc{%C<P;7$~
z`bI1L^W)JsJFk}lSfm{nH)T?X4?Xuddpf~l<z#C%Vfy@8uN$F8&&J#>=cfFPCiP6&
zcO6XZ69{#GD?qjhdyH2exECwn$~N_jHsHJZ>@cPl^@*^yzxICVroJe}O5@D<4^{!r
z!-7Z68?{J@E>J%t8K1dy-a0(q(?UcZq6GziyM7(m)cK4YjGDg@E<+bm&4I54gUDk8
z$q)IAPQ*r*;OlLw`u9~^Al|#ug}{uFLAKdvfJbNyiJp!OQo^nPIf*|&=~f5<ZjDxl
z1;DcCgDHI#97eSG_e&hn<a-#U{BLH8)BcOGKbgRKeZEG7QGCaztU>Tap^~RK8Ee@*
z5y|Q!eYm+rFtF|mUjfTC16}3=PH;eZ&}B;;Lhyhh!%+E8;>b!c$^R3$eR>lb@c<)N
z1BSzYZsY&gtHJp1yT|Or1-+fbQ1Iq=1u$2mSz!Cb^l?=Q+Sl;wxRv;hTZO<Ix&);|
z-OUFupe>PmwHA^MI}|Ki9G+YXtq<t<c79EIGx;9zqPy^(<oc^MF4eVu_o)}e(6_&d
z?8~kX<!^Ifl%O6r`dz!8aAw~Vd|--5^RSQ>?49iPG_HkYR@s1s#T0vVgoB`0qBC^!
z$FM@&sXCeijZ`E)K(%(WR*xI(m?6Vt4N$Opbt?z>OmGzV<E=pQ?iY}{60yT%@@L41
zH_wFgFBgFp*neC@VEu_vD(1<5nDaHVUnc>tFnHYRCamBO7C2Z)SP--j;ohHT@uB)#
zV0XG|Q5o3#5lN^=IS?BFlmu(%u*EXga=-&r0RuvV#rbsk^s>JeC|k^R-u?UNiMPxm
z%ckcUvp0j$e-U6MSmutG4&g98`fTn}gbO}yz<eAA;t1R3PvOdbK+CWO&@z0(Blh_5
zt1H3j1V!CYju77fTO#)`<yt_Dpbm%;09{8hvHhF!Gz|yd5H72a7%!Y>YtpCx3?e2I
z5Js|ofkZw~#xs3zd_gdY|7S)1S&@JC$Ump%|3f>{p3Psyv?dq9^@Xol?dgDsM@=~-
zzl5xaxaM+ppShC9pnVx8F$VHG5vA!*CvPn(xYCsh*UN$yFLcOF<i<UpwF(-Q-1!y1
z8*Ar^Nj_xxidw*qnVfZ}Um#Pq;LL_g6V-sd9EF0hlVV&48#_^u4l2c<z&hhx=8vfY
zt4L)GYK~AZf%G;N({IA38Ooo-YySo<|7#lm-+sAJ(btWhkAIGvqyimCPXR1}Juy^@
zeb1^z&I9;5UJkPNPwXy4jjR4Q+*-Qj8?6Q<0LSu!2x^PzjLNcq@7$P?HV}5>P*7a!
z#uZrfQYu&^Xcg09K>t;{iQO+jqZa2Xbgd(<!QGO_a8Vz$WV~y8FdrAv1x3tyyGp86
z?p6*~M1Nywmg=KlD?YSZzbKkD)qKRyfj50RcjI`5vb_T)CisK!G8#Vp*Mg(9Jcb;l
zfK~AgZBOc+lhgD5T5x6$Sdon&@x)_*#3_ln9%{;gU4TEo2x=4Rcsn{}d<r+K3H-((
zI*15Co?nTnnD8u6ReT5}m}UL7U`x~NI|;@FPVk@4`e(iV*%SYqq5pI2M1wkB@(8y0
zDfy3Ptf5yU`&iE&KR3^}FL073!ncr=1RJBQfyiCgH5}z%v($PrB(#guKTxysZE6-@
z*t91jEmG@D+VK^M4JVX#*{A#DYz9@+b4HV|mz36qQS%tHtvrGj9B(0n?v@_sTS2Gf
zG`joG(;xP0qDcUXNCn2Y&f%%`Q=7Dx=1-)P2>lzcAr-6QrVi2X6M3((O;A$-kVugO
zGe2O5Dx+tB*p3Z$j3v|TC$_KBf`*jAL@_j=jTjhJ;^+3Wf!4z<77}4GmlZ`vs-Xek
z#~$Hk=hKLPzfynxO8x)3l7yZE!1aIo%&o+BQ*CrHG#~)UiHa&O4pnstAqq;!*b%@Q
z_n()6<i}RXm;tjHu`H02U897MXFL;u17c1>vJLdvv%oVSBFnbU^Kqe070`Dh>=f`=
z;BlD$@i?HKI$%d^J4r#8{^va|2U#0eX7X?Rt|9Yk6h}LO8pRZ-6~};%z4ac}j1qVn
zQ2PJpHvd`8|C@Ug`meo7oZp)y(1IA!0px^a<l$53J{_q5J5hi{+_sri6y_MJ9@It|
zrDl$5-cW7N8@n$;sDLq&W{IAzwea}2W9M9DYrzB?92`2@L(ZVZ$m?I%=j+r58J%j?
zPqmP%f6zBU7@xzLMK_c*@23W+J#o2aq&Zj%C-qH=1E3W%Ss>gxNrbDZev(G@)?6|}
zhBsXGHCQE4jDRyjL3DB8tTydx0)$ZS0GlOo@|!lg=<j<BMl(R!0)%vae-{_PVBgG%
zJV-u<o2T*|QpD~+^MCWtMgJ_pKfB<cgYb_n_}|4GnzMM<KovZk0Fw70P|~h(8yQ}&
z<TpjrFMP#&e&z-Mi-HbRu5cNhy5|EJJv^Q*1fY@tV?uq&;mE%h`~-SUhp|DwD+dcS
z0zyH(Um3~zGG3oEldM0^{vz#~iyi&nQ>mL&yvuFn<S}FrO#=RNlm=!7O5Q@F9{KkR
zLuXr2)e!Joiw6W@)-`zTt3|O-B3r%I7X{Qdd|i*mZ84JEu{ePKdG3TpQ;~k|+|&2s
zF8xW`om1q}6FQT$yO9Sk0u9~QmM^K`vYSgctoij#`4^>hYPm4@O3yw13WB1NAea#N
z;+^d-<`(hIVEoTFy_X)5g$-t(mH4d*T&jkY#MOOU?>+6I_VTs0NMS<u8~wf+<CpWh
zHt2WW4E9uCntd+yYmsHr+eOJ|uT#H$y+8R&3a?QXqvYn`c*<dJ(8Au@f9Vcv@@8(r
zS6{QfWPDFaw6*hT+g(Yxt3^i|*C*kx%7Q<g4|)CTzc2|5{u`5k&i~^~0&)MwBp}@s
zKUfQqztZV%io{>e3LtccWX1GbK{!^TQLxjyCF+QT0tYKxig-L6S1P;v*lB{iPc3ya
zZr2Ki%g@M`O|5ZN>jMKSd4{(Bmi!e=_e|Pf3tn#+TJdDt=|E@B%=cS^E7Z=RwGsfZ
zdn_XcAPo8S)0^Hi=j70<n}PTq5SU><)(_&Y$sQiO32JiOS7+mxMJMBjz>M?n?}l^E
z53L}tz4%y%#MgI6Z|Ozx79_#$V2Z{*@*OiE`0Cp?ZOcj}GB<Z6f8rGO`mkewZT*TO
z7fk=V4$1j)Sw_Xv${)KnR6+`(;YoX`DQM?VSn}VP@te7G)261wJb>zMHbzdO9y=Dt
zi$akH4!U4Qz>|Z8-5#h0+mAgcd-;sZgY27zxC>bWrvds0AW!DDtB605&<aQ&-DUBW
z2bc!XTV@5!S2K7274`G$dfCK63(*()6h~(T$Q^Bd#wL4$t!)~~c`Iu6WC#A5QTB4H
z^3V#ims-k$D;_Y4J9cI{e>zQ)mIPZgDwz&Yw^$sY9<mevS~9&<?cqvs@UMZtzA}4t
z{`e0y52g31-pVFREr>h8eoA6I+bMrddRY>z#=HI=%=7>EJ9$t1OlMEyJLunJUjT~f
zGkzMdBv=bU&>Dl#pt(ckz#_%8&i^#y85AJd^1p43SGz~aaH-@i?Is4EUF^dGIc!fe
zai+ko;$r387%i$25^GlD{cZB7KmWea*80}2M@6z8GtT555hMviUm;4s9!p{XG;mpk
z!{Yd3mX-_qdW>wR32n}0U<P7;tz1-xP_SHBCwHZW&yCCRA+;H_2C~{LV-vDVl$axm
zwH8VeGX0l1w3-@a`QPoOd>oZhoO4l~KqQPolryG+s&wjKISx8m@T8L&@;%7!qEiWd
zjHQT8ZmGyjIyL!WYJ&2CD#iF_-*!aLGrT3?EMNMHE`=<?v_yEs=n4IP5@%K)J_6`W
z&J$jv5t8R%W+ZFUEYUB9<??(GiI-USy=I#$>kkef7i{6cT^)yur?KS_x%~yU6D@$8
z*+2Pbj+Z-ZhFK}qS$0;Ei|=$j^)h*d50S)+>{a?JJTM|-05cx`Tw%S-F(FSXkeVpc
z(<ag`dlnBMc4mP!tWC5{$boEOO>RH5v18PZ80K}R`&8@jv{rrs5*Lr&riN=&`Aw@!
ztOK>k`J05P{mPY;XoAWo5d|c73P7a5-)m)UORr$UyDPx^jb^dObMVW-w?2Vd8m+vE
zc}lO&{&Vmf!YWs?;%+aRW_;X76^~nmfm#WQft8Z7#G@Flj)l6^Nk_8F(#B{Sa73R#
z5iYFNSoVFEo(CsY=)1kB4(&{(Ptbkh`_TTB+Fr(w+q;QwjULpSu!9en^9Qw%`wUEr
zf%9_tDB4yF*#G$#O?NV{bmmgKHL;<&nusC8tf{2WrQUMCc^Zb$QW{eQew{j|v9l>J
zP487<UJf%+(WF-XO#0S@Ag=`ps5dO}_#jd)d-%KG4-u<_%O9?&Cx!Ixgv<N&yCSN4
zHQPOX<QEV}&wl&gyi@#Xk|421&K(}9*CeTS@Uwt50NOHR{OmF9*!!6S><oe;)=tbF
zu0e12SK?REwsyN=n~%|2B+GZ}P1v_I5n5J&uEU=;+jiNQZE9~hMB9zEF><A!CvUPV
z8S4pJouhUGLfL3axu;){0qD?Jt?R^J1$!GqkKp|GC<R#kwO}LdJJ@(jh4Q0tGM^o0
zXP^4#tWUI+(HRW@f1z-{2CO|AEdY8Kq*yfS@p!t~(%+J2bg5eKurR(q^U1q$@(QY}
zJ70C>rqT$8-p;-k%dpkLlVPJQ01pMd4yjJS>C>&x&JTA?l)ChjmjjxssZ>5!bzEYs
zA8Ihez44CQkOTTR{2pwmN<Le^>t$x`iPVO)0WvtV?)c8>ep(qZgs>4gQrL$4`VdW>
zSZ8bBQIaahy9OHpq>avrnGa5(8Q;!}YA0{VO{hj~z6_jy3*SB^A#2n|G#Y2;-PvPW
z;S$<t751>C*uzKGa(nwsFPIE4UjI1QAvb!E6@kwuPk=U!{<-Y$*iPz^yk^6|FI4!0
zQ*H_KnFT6ax5SSQp$2k*O_lE2LAadGemI5i*RS}(R68QNO;H~i6*gK@^0mV>hNUJ%
zn6+;J;Az_f7~30WY`**KB6|nJR`LrpHl$`aPG3d+1&*Mk!*{mGNgZ0*B{_a138C%p
zmw3K$!@>RsLxcw(oL_h1s3I1ftH9+MRp2!IdpS<y8_utJaSlJtJsmIIkOt_~22KoD
z6YR!_?bYUerhXDDI6_3Ug~Fkg1QYkQV?<>Hm!{q2^{U|RlH!)B*T*MQI#+Ck*gi61
zkwbwVW7`rizr!ZHoZQ3x8B{=5TS{`#%$b#w(3v737J~~0>?%HWQ;C-DIODn=Burhh
zT`HIBsI9U-0bJ+B+&5)Ln^b69&_W=B2d#iV3d)T+HLLfl(;9iY!^d<pGhc->V6Bo6
z<$D8-_+c60I%oxs$1hdhRh&WWTTw={?U)7VOvDj(5wgpFM-GcvQ3jJn<;p)ZuC^A+
zL_Gpo%a>z*rQI#VG6n3!p3#br53szW9VgFeTg1<e4+IbaB?M7&1J2E=?PG;-6`%rB
z@(oXe_I6E+R!=H>n-Pm`u!8}kryS+QruB1eYVhtWZs!NF0)oDf97*)32gW4}Q+W-!
zM(O{4?^Iq{+mKK%zps1aq*q`5^X6k3bLz3w(PhH<O7Qj>FmYu641Vuh1ZBiTZtt9n
z5{_5rz`*oM?;w8a^p1Yf8oF~D`p5!cSciY3=VA+o&U|y480mrRl0GhTwN+WVfT}E~
zKn?n!eM!f<Y@X1;zs}N}$y&qQO+hO`K*VmEZapJkHYm9I3jogbUnKHcWowA*nHIsc
z7KZq6sW)hE66dU!2F=%@z6d~(7o7Xibp*dKXn;hF!=BO)z~IDaF)GLsu(Zi%Ih`(E
z9fEP$X>rk&0A5JS+%%TDQbgk8BB%%DztX-rtZXu*=lYYYZ;o@jHxN#)3(A@(xKT<h
z_34er%cGwRl}}&x1iX#eQgNv#X;1=1M(L~4+E}^L${>rX7e-NpZMLp<HTS%iW}x?<
za&B6wev5CpaxH!c<;G2?pp4oJmvs)DKaCX_B!v#W;m#J75Np{X>!@lXT&?~Z_<_3n
zXJh;OQf3f+s@IAku63I52?A?f+lhUA>PhZAeTF{!{@~4GJ>MVO&}-~?M2E-fHs=dM
z4L}^W51}<-Dz#a^#T96*YBAmB`aU^1Jq0$Er!k;sz~Q$bZ|o{gJ<W*UZNDqCNefOA
znN)FC6Mn(I#*vi}KS$oA?o7~aNC~>iW&afA=kqk%1MLQ5`=q_3*xM9f9Jr~o9jBX*
zMl3Y$s+~hfNx%w!hnCR}Ff)`Z1gaOu&y02xTD&|{^IjN0{hfO?f%))yvH?pAeTQ+3
z`o3K&PrZ7Boa;g_b?TS1=rM5N1^I3NK>nJv*RJHEySUs=^V}=Mt=rLfOpeT6@JxQ>
z_<r_LECj1siYHEOxtYl8XKZvO<4RTebQSm5i57#4%LQK0=$oyS_f_X4#8NQQ31!{~
z&%yEo<w?0KpZL+{z9AWhXf&5v@ZYsyiYztz27ZED5Mz9MS<nbW__OJK;3rOp(zU@H
zLM*sljqRyK0g(aR@Kyi~Q>-rLPAbc-V9iVIh+r9fRDJ18IzIOhzLU^)ML-lN7%`=o
zylnSsvg?sLpi!5bu5iR+jL|!ctSE#EmrZ236)(Po{LykFJyTB6Yn+r&<wQu%n4!o$
zbAjQ!S@er-;_WGbrD_aOuOGkdS?A;~`4i@(Q4NKu_gZ+3@s50aSmJ@!S54G?uBO}(
zwm}_>op>0U{h2`op{%%x$W6~M*~H`QsevILV>0}Wn**LROYU;7?A;!$_eYRrMPcvS
z{G5;ec=Yz6K%AiP4W(1OU8ZR@+ZHU%*HNff${8+(Ce{1cU>!6dw_}98)Zc?lDkO1p
ztBm#HA#XoFNs#2?kX-jY1yEgydnDRYBhH#dEQ0l<0~kojweZr$)vIcb5Z57>zf;f3
zO_3vTt}vpyfYbhzsoJLR(_{CuADTF(YU4A#`8i?EIH>l7|Jc+)n>;dy8S~U8WC*;L
zLc(oP79h$WBd&xT1&Ve2gcIuC)r4)rruN~S_z6bWakJdgI@9YDRv_pr&vm|S`}M>o
zY(=Qlo%rHD#Abb|Tv3$tKrDfx*g2ET9q@+Xn#9d;fII(Kipb&K<+!<w(i;tft`Av1
zrl)QN><~yL$K>Eu?6=X+AFMh64ELs^rXMQ^V9(qcq-{X6iC42!;6`F-?<P1ag$rl8
zCbp}3Q+(Bo6jNx&^b$<txb#>jaCQ0FRpfm+O}n*sPB>`5!92W@e`rmj!ryV$y^7dF
z?jLLe_I;Mn_fkkq24My>$ovvmtA<t(S5bcx#zoGOHeSOvwG+4jyg(4lHrUjM_%}C?
zUqut0Qfk5WD8G;q0VzzU{?FWP_y6m;oAxWbDRKq&6AjncrNsCN<0Mh|H9jR5T{TOy
z3Ah{%t%vZ}g4smpZwzhe{%ziYN7UOs!_yMmcF2_####;R`e7;w&HgZfX(TtaHRkh5
z1V4?mKMZ=>HOhnbotBwChBRp?V_TsA2Vxsgzq)w?B%JB>s0TfzbfMgnR?k|GxH^M;
zqa3d^At-gE3e+?1ON`pXO;UwgEx&~cunHpk(&G_R^VSQYQzO&R#iR_FAwNr90`Gb6
zb{mYIhu^xrCMWemIb`@j!Z~wXYoE!RfGrBha4%iFU1|k5!7|;9p3}a4h4086X^q5{
zdF-Fuu!Hbxmy|C5ERxmP6Z8oq&e=;BOlg--3e8tGtRTv-F>2ATJ>`X0G`@X@J>}Na
zMQ{#}yU{=QGi#m46tahRIC5O2Al1b$rP8qslr;2Wh@WN+g^!M&(+@hC6-+G9p6C`8
zR)L@@gt`}IxTgERteVzKFbtlJXbhJkjJ(hBbCiz9zgJj=Z0V4VS8#==iT7{E)dINy
z>V6L5n9>bv?DRp6DwW&2w!invH#>w`zH^Zg2Vcq+@bx5VZ=|77xMh4=Thyg^e9}Iv
zrFqKAe%^2QU*9f$WFc-gz>p^!*%JM63|~|iLLL6nPArU@pudNi#Kj#{&nB*YVC}~X
zS_LK1UxCX`@nhpUZ$T|q*u}pVEaRq2mh#P7+L=435NsyAJXKN8kBjywC7Mk}wV~Op
z2SJ5vyFI2$3lDd)hONS-fa{oUk+X_edIMO{aJi8`g;yJl>AEx4@18VW#<z$u2prBW
znHH25c5bgHYqMo|0V@t=3z}w+D<0|@GZ%JCzM?NMJxl%p)8(R5jbeSAYgYPLoN~Kz
z*SQTF-pMsw5{K4Xy=<C2xS}M-9OR4nay{x<QF0sz8<tRQa#^C_={oiN|FLI|S0{T@
zuHNFVBf7Hg5PvpIFt22+qiNcX7!N*u{Gz0bY)+8rI`{>fMup3VxoV89l-L3Jlbx5$
zp63hG`=JUhT|>2%YA%eZdD_+c+;v}9!wt24<%XbWSGeR$G(%`08@I7|Tz77$DbYz-
z*l%$kF_atIA@*>bNCF10l?no%>k&5hz&<cE8K~!=9)3BTb=x?=1h|r~4GpPRqOA3<
z_$IDEQ<+PU!(d>E{eZSoG-DU{C!!bI@PS<Gc#H0+qWx0d=QGV5maa=zuzdV%yYyfL
zrJF3VWr+%&2*>b|#hP%|>5eUT4=0*X_O#II^m<J1$HMzf1Y9wQCLSef(0_R!m?EfT
zb(Kg0;GF&-OI~fI-~pJ<<&TqyzLCpKU2hD4D?gqb9q7UJqm`_>Y4oc@RRrV68OfIG
zY5V_m%xhN?@-r}qd(be1{gRHn1h6flc#ymrFT>XkgW-R*jgU;;V*V%mQ4WW3dHq5$
zd(smGW>S!<XMcd^cG<xiz@o(X1VOfp03I8Oj)Tbq?9C{s2@j;Zu_QkMpM3Npht6Zk
zrFGaDLTEKxssiy*g}GRA5#!Fkj#d9(0O}Ns&cBnNmOaEcU*LTb5YEskAzT3$np}ZE
z)f5@%Reoa0BLVEZLByS>Ik>4-J3(pT6Xyd_$ygC$(yjV8x=u3PDstj~2H-ki;N(|=
zh7g?@sjz;4_S@W|pr*6Glie(a^(XP5wr2?lOM5f{S*G)cZKcG_)R7+`H`{7@S{fW^
z@i};bQUb;Q{i)i)kSD@}guNi4%^v~?Z)jbqqDGwetJFB5)B*cyiOxYtp$t!JV8HVB
z4$n2F=K>llCGX%10RMK6n2QTG-O`t}s=-qj_p9jq6NvA=V^ti*FByGnRu87)Ax6C)
zNF&!}Dz)bRF!YLGh=L=vk9>$%u<~k!X7aqb`J8I~J0K^<!TUawe@3i%jP=Ng*4d2B
z{w61dW#1HkjOM--A=o9N*?X-;htZ+0A2Q>k_pK)UkjheAqZ#t;+jk1;Wl5Y%PS}b~
zjx5v>KC<Pn1z+FON3G*p2j-?B*A_$}(Rhu&+Ir<qUr1SzCs>C#a7vwoS^eh=1LT%e
zGuZOgrrGpmux<)`_7vlHmaK=^Tskbb>B_YK;&)6`10u8G&f1L^cf7W8cLrFDvN?_W
zdA02c(!zn;jPRK#&1z^Nt1rG-KWs+sX<^Z7dW1KkH>n@{EyTYe9*JhuJi~CObhue(
z8DZ!L=m|&=6ig!x)b=V_mOyhia%T&#Tw{!ZQT~t2!1d?{p5f4KTcwG2M{(?Fmx022
zG)<V;*Ipv5ui*Yn+wHH&XOy!x!WBPHP?!3I1BxW&d&9+#j%y~W)61H)1JtqBu+jUV
zen5O~-(e$13|Mgt(NU#AK|3%Iqzgj*YFsE#F>vR04b}5qA`PGwbs5^BSu>-^@c{Km
z<NJF$J)o_}8BWLmm4TRZ2#P(Gyd<O)><guUz&sn6zClP2H=t|)bv5DdS?l3jyi5ai
z8{2lu2d@`9H_H$2v#s1ps67WI5*foMQkRi7SAGvnBcjI7yVA*~HP$2j$AiARv*)IQ
zg5JV`M}(XSLp1Ky=&i0>&lsy;crX1JaP3MUZqERS`stcqKukQ@R5g2$ci~oHzY{_A
zl+s9H6RTBd<;PzQ3Mm~c`}P+)@&s$fY?RN_)LQyWMD}rAGpN!)=SPV@Smt}k2uK<_
zu|Xe~eZviHM?hM9EvEWuy0e#=FCYo%HoaTx&}K;N8kU^PZwG{<II4TAr<bpVId5{M
zRW|*2)I<WFD)AbTOM+^#VYzSSx)TTKc^GqpV|b~U>x@z@ijbvnoN%6Km(kUK3a;dH
zaj+#{9mstqigzNX1D4+7jxY~Hm&GpeS7$m|;JLg$?FC0WS_#r8@;kZF)Y%)lz5~cQ
z)71Wy^dtwW2l}GaTUg(}JxZ9w+a|a#u&H1gd=j=Q+j%Cpd~&&aKrd!pqs2Y!BGBdv
zG;{q!|5Sk<X)=&l!HahD$xhE@^gDI2u98=|l0@>FUIIh%5yUXnKtHv||8f`m3~4od
zyQXISy-8wG!0^ZCeSV~^hdaP#iOYre+t4;pAG>R#+=iF7FK8_a_n%;RS2(Gi<pKPE
z4{`uLNXfY1A6WU~Nn1@(%IK&czl4}STC7uNR2OJUdq`}gqbOs_CL%<tbB4x>HH-Xh
zI60g-X)#Ua$QWyF$GcLJ<(Ft*+h5d9dV{iklwDMQ&ASn*+3V2)h0#4_@kxTjh8{eP
z{Rvn$uuf&A>)+(=iXF_K%q*5?P381mb#1L1JHw)&x_A=SsDW=9K+_>l;yP0DMPiul
z?CLc&sxn2X=(EJ6XC0}}!oMFNo?X$eyw8C}_B#lr+_{TpRG*^U3s$%2ye0H!dE@kr
zU??{fP5qDsxlgX_ODPNF|14P7U4^MMXEx@i%63XFykeI5{0L)cKctJD#xMM#thaKh
zsyp5_%e_$C`kp1;lV--mqgtcUsY%FB=p(}n%g@+BA-&p)XanENH??^WJ8u3ybMbkm
zlSQ$7mq}{elJ5cGTWNy86t+YXOH#fQCzg|{HM~?}L+sCMFy>Bw?HDgkNtN4UUki$B
zC;fPWD7)Z{#<Z<a1@X0O!Sc69C8y}jKqH?ZIRQMLH(ESe`L%6Oj6@Y>(lSTM>q<9e
zz=CRM)l7y{qo^=sGQ-PP*Jz@pcEH?dE^b<VKX7ppjZd`Q29txbggm#K3{X4BMa)5w
z%Ds;bT*`fLj*3M`BlHpN;s-F({cVe8bQfuRo3`ADJ>57ZC$dz|R&3i?17P2NWvodQ
zRI6x54?MFwYl&Uf1q0HBv#H;v?*+<_P`9IL1O@6D7$&HJ+2`65)MY`weao0)(>kLD
zXUS{tW|GN(1*s2b-w}{@5IEs_xzYG)qCV+)U090j55SG40h(5y;z3f2&<_cJ*bTBL
zmjVX7Wx2wVV*i*K94;k3SAeF=w^Fph_RQMb&U<f5dk@+}H-}#vVr_rMQNZ2}Lm8M6
z_Elp&N;hCH_b;hV+|aW6X@p^1c<GjRrfc1l<GS}>O6p(<QvG6K2{fYA@*?eg>T&Z_
zqoHVOLE*>BioK&yb#CRXu0=Jp5^@oADBHFpM(V@iKK5s%XYU;s-AZ;(cAaz|w9-=e
zLB3SHEw9(ITc#=pKI2EH-BsOl->#y>na9rel6Llq&hcfg^2DHvv_L@EKuATO=LfPL
zKx=8H$j!D?;i<T^@vd75DU4;XdG&dM=8GoJN1ky;EnRiFfjopIQA8gMeLI^-CXn^f
z9ltz#;Vb%NoO3Dnf3f%8VNIp&`lvG&RMd<jq9|k(6%{oW%1BAZu^=KwMMR`TMGQTo
zfCLFyV*x~jj3A&OL`6WPi8N`6bPyrZJ0TEyNkU0stt@{p^X+}@Z-0AV*EzpG&hK1j
zpZPCbNyu97df%tq&-2`OAi-|Dkvl|XOoYHYs0RJq35jsLoNfr>y~F2)aj)7A+aN~j
z8dQX!8Rd&FhZo?D0j>l<p_VC+zMW5O9Uga!jZN@Riw$|Q!i~IS_o@TG#$7oXBw4Ff
zFU}?3SbO_z_pZf#>@Hu_36hsX;>My>s0xtMBv8FX_7E74@1-;1-bA$%aJ~lvrI0FM
z+yk1`x1<TvhFap6Alln8z=T0|)%Z?p1Wb|{Qz<Y6r~sbM6deP>h!4V^&GxDKOq6X$
z!K7GThI~&Pt4+tIojv{$Z@D*W`+*khS*Tfr3Dv~rcu(9gauEFr+&j&Sf6d;NJl7GI
zirr}$l7#efgijel<KG(hLoQ&FUr=s7dZ)?d4(?T%o8NYWp}czlEsWKG`nVqnu*7t+
z`k6Hw)GP@DJ2wRnr<kO_<c1lNev|qnQ@MSTNr`Z#bORawZMaJRWu&TGUUi1H(-IiO
zQBZA%-Nj_Rr`Mdk7z8xR^KOK5QhBz^tc0z42OlXlfh`fmR&+D<ro=`X#bd0N1~ir$
zn3?|8rn5`CD`xZCkaahvcX~ok5l+4xKl6R|e(Eo-o8$cl(LBSvey`zs_=EHYW+v`Y
z+B&YS&@P$WuXeUVkjn44^|4jK9|;6reLE9mo$dOxru-(W>Ap$1ySHjckuEo{D$xBJ
zac94Tmr(Nwc)mea-O)P~`L55JtE$v{8^w2ICo9{7b`M@&?iHLY&9##MiJ2!)ngW!V
zY`4IBkocqF3$HztBt7)m-bR|t|4OV3+D7V(HZk-~0a7_}o}<Bx&EvOvUB3CypzEW+
zu;woj_oAoi%C*0l6#@iA{;Bkh=f$DCcy|&E^`o%}Bjf7hUoQPJaQrxfe`?_L>=AQt
znwhW@=luH%d~2*SZNDqpLdbms-Dv`yxRkpyMp3YW=A1}9;Ho@f6$@KC32pGPoDlGE
zt1}R#+VZf(;H!D6oPfFU*xyd^%p^_5;_Q$f;6<8h8Gz8<ioe5r=f(cHOAy`@NcJWA
zUz{2H=<Ca#KUz<{?;==1`$_JP>eo5k^5ta&me%D6w&9E>wZ~&__)pydc}6(4#MUPp
z+-HgpG#Rv|-TL~W7l2L=1ZR`y;d5wxntgnC2jVEq;YYu1{nmBaso=3~Z}p7+_TA#+
z+(R@0;xrAZdG3BMtsu*-2jzDRk^O6VAJ%MWLsxS)Nj2U$sgQCclV1HRW($3CQWU;j
z%VCA7%~+StL-kMDLP|SRGL?V3{oU2y8^-d1uRffi6J=zhLE<7$ht!v6Jus7kqq1~;
zQ|i@Io>Cpode{5fG7auk`k;@FlL`N_GmZ)>%A<~RJr?N4s<jO`d1gGOKO{8mJ-wdv
z;ZoEamy9=KlDl9kW@}c9eZZ04Qtu}24H(P!1BJKwy}v!ndZ`sGdGnrhR%nYkyf-TA
za|^Km9M~7(TiWz3Co<s^$l^TV_$Uyz58S)6P_*h&Q=K8YFNAN*ykx?~-46e}oy*LZ
z;E6qLfsgLT5mi=iRclLa$>I9ljlHb;IL<y00?w+@s+ySSL|6+dbsA-zTx7jQNgI9b
zjAvC7P0OV(WRGIkk)meP%l7v-v6>X)W0~7%L4|aU@v-wMuJs$M#5idsw>40abg8uU
zd`RrYjD-jR5R=)=>xmzVE@HEARr|2wKjL~g{)Se(m>vboQ}t`-OdWfNO89eOW{jo3
z6U3X^N{Ul%g8<%r-@IgsMYdB9EAJbHno>ZDSGOS3N|#3hc`3pg)^h3DDv}JbN)fbq
z<@4cbyIyu2N`_+^2$QkCI83cl4K>th1XNFQyt{>1ISa(8E9dt<=vmPJJ5p7Q1>zGL
z8Rd-DAOASQ-UwAE^mE~5J<v#C`WX^jgpyv=grF*OJ?d`4&FBd=OSF^-Cb_O<XaNkg
zTN6~N8sE~=u~KH6eV5A^=G1~fz&|$>yovkc%e1^ktG@Esi|1L>QGLXa9YPGE^dnqp
z(g$OeAcuArqTK&|m*4yPNvwH62->0``Wz#vW_BBAP<{!_30b~#Dh6pX7_TwaNwX|w
z&xQ{(gW_~WYYK0{hgpR%S&Hl5BI*4_D3@oHF_%d_&iZRB^fGUcwe;RNWmxj#cGQ}k
zRAU#nwhF%fvfFnYEGVk?%N{*>)TQXLs3AX|!|RdG3}pR-^1E@#i6yt*jj$CbrnE=h
z*Pm+LFJWvhfNqHm5<w)wh3AH@Ij7s)U`L-rG}g_mOi%s&ptW%)Nnohi&#hW*-ba~?
z5s@nNarcT0GB`dwH`UV12)SRbRZ^$02A=H@kmNhtKt+={H;PuA*tO@AtAn2SCDtzt
zG*}Fuyk>GKav7;+lAsg>iqK}}WmqARv7#bT+EgYfFpyTR_Ab}Yc<`G`^w}2<Itb&C
z@k)y6^L;nMj70J}(Wmr?H8yQO5ORytS(%f$o%9{oQuKfM^64FNAqPDTwxV^SV=Mb7
zye9HvGtB}V&rQO>a;-_t@;lK14|r*dOZ9)VBkET9{LCdEiR;)Npl79*6eZC^P}_~l
z&L2KzN6ewwh6!i2KUf@SkUCIGdeobE7<G^Y6Y?x4cQ_2NH;ka_%yLz|fHhC$S<uo9
zam-tadbJ+A9_HRGPv5)jS>23d!SgeFNMxqS+o()jpDEh^8s0~9%@WcM)uplgb?tMB
z2j4z8C{I>G+kGO+EbQKs6Yhs4Jt?h`$3Yc`2eH8<HTDfRNW7;7QRb1>OV7%@Fsl**
z9`v~#=?g!{IPclv%DhJ8YE<E?xLNXoxvV9_XSambLD9e5PM8q=^sIm+I+OoSy0?e^
zjSZF-gPdsE#%i5qE*mqqwH`AWo@m~e>J~bKcAnA`pos7I=@ok~IpK!Ig!>1hqnbb5
znizwKQ$Nd7={s$Kmr13sl}e0-i6I%zo!$?<eyL*w=fK!i9T9Pk13mWddRZl&F9m0z
z+hBaJG5^qede_<zs1B5PmeeC=nk0pXNp72yrI%}kq@Z-#R`>wDm5EKyCI$BHZbmFq
zxGvuKrQdW6Nb8*RuTrlOKXOf6!JMRPcs-NMB~DRfE1Qc$w&>e#VQ=scjLNQP1(9de
zV=XY)L!2L-!Fxzw3_w4*M3J%#T$s7!`{-615_RC$=6!TEs$N-vr{XL8Y<+EtrBB4x
z8N-JrNFGECE8epqRR39TE}MV5<QIPX<2%lyPNN!AzRWd_`T}JAeXTmusqCVnM*N0j
zeo02%cyh;0v<Z~?(18hW;OZxff9Gu*h_p|}Wsjm5WWwo*cgfY{{c%lzNju-SZ?ZUn
zF_{nBTX$A%(VcOkZ!CDBA@4NN>$oWcIdA$3sG9Z6zylgRYK6|M06HP%GG<?Ih>%-O
z_@Gc?i|xmik3)eojP*S|RPTzm-J8o2T@E;_G<BJP6rp>fd>t*kKto;!i!GC%vt6EF
zh#mzN^6gu<OKyA3P5b%CngZOD0(Lp&0Xr9D4MoSGKIR7JxSxcD<=k~BHgRteaY-j_
z2tyDgb%xi<`;9d!89U2iCPCf)tkmWZSmxQcb%*kO4LOQ<knGKyVntkD+r3H9eF<<j
z1#N5MDyMHwPYDl)Pif?yLh`3>=9n<i0zxcaMqqrsD|W8$J`orrAQXlZ$L9=-cK8_Y
zuXsBb#^@7BWO4cMF)8I&p`?n`eu(>P!=!etpFz25Knz*=;qE1Oa-pl(PsfR$fP;w`
z8k}lx&(M^q+FR<HUI;@4Xq1QG<DoBpTDworjnY7)=;g`|zteQ){JF9F|E0g|9Z)4C
z5WYg!35SP4bf~!q;vo5!Wgx~CfoCwPundbDpa1JsL(bfAyZ<6u7HkdG7&Sl>T3GaP
zBujz8=G$UPt(v`55Aa(FsEX`xHNl=B+tZmLzn26i8zSchq!d&>4LxJL7J0}knNs#~
z`rEcCa^KNk|1TlOC1x$}@y+xbgq&&oDtR7zpo^CWOStfFY^=x{y$Vg?&;f#r(1Yf^
z05Nt49)vf~N*RA)jPinXXpMLwiy_F1<_s@OKM*8J-xs;!JFq_Nm2xBGkPQ1L>kp>q
z#b%Yxr?Ohu7&NvuA|Ms>J_Y<&hsz2IW;}UbZ#AfjGuHd@>>7kye_eXBctA&Mi##v@
zIg;SqImAu?(vWfaX%l{?7qW9hk7S5<md|hnb(wf#T&~^7?HPA>!&?Ofr-BA2Qh(0B
z0o*ih{PkP6^S&x=v&}Q?6|}8V(>^t`Ip{~)0U<L`$LIR=75KM?eXcjD-axC{3?_Kn
z9!Q=b>5tC8uz364P7OqcU{N2E${v&lRubA(DaejQ4orYuCY;3Fj{+{=2iBAMqR{>i
z?5t9KX5IXOL2+;g_}MX!DC`QnaxeA$K$Qw<Rgsp*fC>72(Ia<lQ!CsJnIU5i){}F>
z<zGyo%;`G-hvwSRhnNU3AB&6g0<;Cv-)6DEQmrmha*Skld~j{FRl08U-c?@v2D)AN
zd$`xZ%(QXYCd;G=p)jF|R6l%m%}JN9r39ykPq@q>3Q6Midg-uC-8-JPQ%VBR$vRtV
z)2~tr&sMKe#m>Giy?rG2gI&EqBB>8z52rQ1B<W3~Z_<o=!HT&@8lDHbeR+)iv*TPf
z8eYf=!f8+K(`@rhF&)lUgMOc4YR-Q`2VINH<GbdRo%KR+FqMtFhbZeL1$lN9?RZlh
z_^5|_`QF6O9VrH&EO^0HE~$>e-z`(ot5H=<l68BIq`AyR0uuVw=C4PpKqmi?0;^Y{
zplK}2FBsl_4BJr@8)L}CO}TbVyQYbr$%`^gX8G!CeOEYrdl$D(_?}8ef65kC0$g-C
zAh6B?cs#2L+s>-ZB8T%`JF>_%Sq>-n*vuKlE32y4GqXr-=5gOxYY|Q1t0qnWeG}Ex
z7+yUvwt?HBzat^(splx)uwjB2X2#qJ<iIX{jN0z^rn@p?>CVxQq>Z%QQj%!dP~&(N
zcXg3gzf0|9+H<mK8N-Pt)Re3pGVZusD{(W<8*_j6KB$&G;_70z61Wo@9)u&f6(a>n
z{y%P8y%{JCjCEc2<8<r0%5<UIG4jqKlFRJ6gh|z4n2<~=#V-}&%HYi*xX-Lr--?bT
z+L{fUIq~GWiW_f0`NfUviE)V*N7NiMrXH_v4ufjvWA5fgB)D|Czm9i_cFRE-zKUfY
z*ZfuzR|yH#quU78BXjE*nwe43U}EgFM81Y_RB9}YFO4VSH%T3M`>+#wjCa=1jgiP)
zHo3raTHR5sS+kQ94oS4$gcz%)gY2fdhWBh>B94P@8TI6@qIwuNd)3*W{-)h!WN+=s
zyuboyZ$(Cr(se^YmhS{Hd^o|lC*fft=u33ar#HYLK@?VM2D3KOw55UjnS^poAbpca
zJ9pQpo8}|!U~55^U{LH+4Ni{dd7BS|D5=@PlFjLEWt7?}lU75e8{#$sHaiTgCx*nB
z_5oO><BsbzEhI)4te$JClW8=KGl3@NIPEg$+n$AvN>2!xrEGBMginw|!bpaAb5-*`
z_D4@sQ({(+z7Iy*R|(`Te?8kjV=liy*c!Xeof$?qA{seT-+pWmU5C|5$Tf5taI=Sx
zU1)h5SUufG3~O!G?ga(j`<QS67z+RtxhMQ3ADU$JYx=aLx5s$QHP+MsNyPz2RagA3
z;s68d*qa8wG>%b~hL49qtPy5+(y_keK^K(SxQAUutQX6nMB{$UDk-@l_tq$Dk8mg=
zZB+O*%ET$fDxuR@pEd%k;pZXx<8|4*VPE>|D=SLrm)Ij4@Ee7#5vk*>ZB3r5^*QCL
zZBOM1?@QcNZMd@CAF+79814<o!;fsFF-H$ZxBOh3lo{ntDd*>49&nfEP?Sy#gqZV4
z4+MrcvUW65?+cD+hs|j|AV+C3v*@$!OyIct(ne9Z$8SaCrV|%U6WB^61Sjqvcx`E6
z8ck2cxWBpNN_qlMrT7>R8x*P3J93xVd0u0Ne+nA>=xRU!c558yZtr3{J&py-8guCF
zdmis}{9qj0$g<Y{PpJ}&qc)X7%5D9_<!+ihazM`JecRkNw3R^$vsSZRisdgFdVTZ!
zLZ@l|hQ-Y8_fITr_O>MrSva1~-4=T#IPxWKxF9bbP3nqM6LJF$cf7S4QCAkq0~oJ6
z1=F5&J39?dU6o1LQK~@2D=}T;`Iz|Tpu=*HrK!pe|8F#E_1NcBK(<dsv!tC?D`P>v
znV=>IDKuj6eymfS{eDE%Z7BbZz)$Z&VQ$FK2hg2W9WE#<28tMVhSyth#PMUT75LM)
z5?L)EO0dSPmO`gnazZ@JglG&o-5JJSU}tCjo6GCLd$%(+IcEEhzbc@|hYz=XaI)Jh
zL?7(W#0S1|DsZbzzAed{zHC*sm|G9{o_xf90KRh@xoA<$I59s)-ouF*SF=P8R#F*#
zRVCjSZE$YW2lX2Kda2%(HqDOVu`B5h?7cj8mbb^*7f|4c^#^i;?0VY?<N0m9R8m=V
zKwA8`q!-)d?p3F8_p-C)hK3rCtBh&FpWvkEeP5J$_F?hMRIM3+$)@u``4dyuuLvod
z@Z>tk`K5X7;aA`-kW=Vt7-13w6Ek?fXZ`t`qhZqP_57g-0$+Y=7FsR!D5IpBymC}^
zkJy<^o%aW+pIi3te(9qq(lh~sDi8N=qt?^gchs!%*^cvZw-S-v({x>F{J_b~j0E{$
zYp}~}N6?snuqUi9ddE?izA}L!lQ5qxTbG$|;sh6^Lz79SX<v9p+)g4~v7`)W8MKRO
zx6NFRyfXlj9{`=|_q4Ixo_7Q$tfJm7yVPcQ)E*e*E}Pb;N*9`6{rhv^cd*=^B21$*
zPQ8YKXB;LEu4GQr-!aUDQU0FL8mLqwfl5A|C1i$ylFIeY%SY96tKd=KqB0TA)VbvM
z<L$-lM6&<;UZZAUWU8Z8?Vct$UU3Luym7kIs(Rwt?$tRVPj)Xku+6XhIPvMam&tp{
zf`ZUPR9p{ai@-0{{e|XzZT?=tM!sc)<+M%l<KlGmY{J_SUEQdI0yD;70Wf;`JIwab
zD{abBNS($Vu?ZlOB7jH=lw+ijSyr2lA0wI6X;rnQ4OY7DGp$(<EAeGxPWw;PAnatN
zsBH1R*`Zx0`Z5$MT>4En(ssPr!F*&p)H2yvx;i?mz}35eK^EjC)yy>Luk5YLLyqL=
z*L_LfI+YJqyP_+FH^k~&8i$3ELHHQn=qsjib{P1Y>z|3$b}hQ}!3O-$m;4hK%gt{$
z9xP`1ra@{1jg6cR-pyjdAwH@q?5TR>T4bdcsGVG7;ilLHn)R-nl;{fC+~drfvqZ60
z+^ysbAr`yfhQYCdkMCPOGcVs^&d`nbB_dd<*<0!(D%(_Q%~K?*1jX@PA`AAVs>FH7
zB{L0r0_YGiF8k$rO?{U%_78Oh?fRr1c0b2R{tCr_s_LdT9wp#Rr#@B5RJ27^@JNHb
zf5x`Vg?;0I@!*7vD-b-zpRQ6qdVNM!ISs*6kZ7&>#-Zk0lobzC<WnSYoJ#PIGLH5i
zd2?HT%SZgL@)XwaA0RmcC(zOI8()2vopHFP-U!st?2Jd%=-cTZ*8fl^EkjS>HUKa4
z7wwzT?dxF9VR#y;KSL3+(?@0~e{iRFjj_e+Ai2_N9~(`S2RcO~GzI~lR1W5Tx=82l
z{+H-p^VK2!nzEM_&++QQ41XH-O_!8hir><hO<a9+$VdNdI9V+r)tBol`+b|MtVhxs
zo;I0DUy!oXu+Y?M@nuWxgBsAKG$kQo`MV=lp$L<3Li?Ldoq7y!e4}9v&reu5L1cx|
zK)tlYy0JXxiTNaItS@1EanUW4ZKdd@;BpUXg`q)WQt-}fGra9h18w+5<U6==g=Po)
zCg^*tP2FA5^Z=@x-(1Q(WC`LR*^J0rd|q0TLbDfv`{Mp6_3a~trqb+k-Nnq!p4Nr3
z?5(TtzXnwB*2I}2(~!bwbm|U29|M%x#&=rzl7kSEfnoSKJR$J`;Z&R+qg<lDBpLv|
zI(jX0YM4@8jQty@z1149&Jzp}YXl7LFfdjg{PZVhHRNGW&~l%gIlsK_;dtwgi_|1x
zEhVC1LVdmTpb+ArNjvlVC=WqH{7~U`+~P5H?6<VN<POAX=(k5O{&Z>N)>JhYL@}yY
zCg%FBc(&s-Msc6RKGqfX*bp-auS(Mu1!Tob85L}dp<bHw!KwCn_oNi3bGF^>u70EZ
zv!lg$h{;d#Z(Q2%H*cYV<RVtRt>+)Vth12;Y3S)Lk#W>0cPR_wi0%omoYyO5F1t(}
zs1F;V2DBZ`zK@z<Ay74OKF%$cu)r>J&*+3nUVpMZ$8y9zkWxmGuquEuH>pu!*}J95
zopwIqt+3rWtD{n)y9@a5uoXReiGahh!>k|7+|8hW#Cx4I%4aL}lR6E=H>KeN+~B+9
z3dRpsv|XaBXqnj>%1Xqc(LF~?ado&M*C}UOZz5Kx0fkFJFd@+0`AL<1DPvbcF&p<H
zRkU*B<+{nUfcft*%6{uf%2Jr%^b;O}cE@0mM%4l8;?pAI$CGKEVj;6^^?oyhUq9UM
zg6bcAUt|Czg}gmwc!<qPwAg^dX!*s^_tqcw%)FI^<RRy0*E|(!^)Unc3m^O{HR|)*
zb0qQp(2XXVk-fqTZ5&I*FG$jWdP03~sG-J_1{*I)e$Pxo+K^3MfR!J|V@OYND@nr8
z(V78;ER^HtJy9d({97tF!JUzLCbtZpU2sRmB;U0wNwrXg&0f&79K721vPg#!sGUMt
z=REQ!ckG*0m0HWZX1B?3N3j@MHa}zyie;CgSnR_2=L}&MFI=jJD%T=Mgg|iw2El1C
zp!e>C$RHvhphmi&LT)t!sv_3Ou<<1J*cA@IG*m_mPD@>clHY`B+<V%@MF2(>8jYQb
z!ecWVU)}%W36^7t8G|hy(`punJ;a)ZpQYtEnRyN&A*+o`;xH|<T7;Ejamoz>WS<LP
z9%EAQ;l8P(VQidn)MB73n5heSIJj7@b!}9dgeo=F^sxm=7$AprxuxhJFAZR1$D8LE
z7^l3>^x(riPI*zSHHMw8p)qQp;@{0G$+~;#;tk&O3#Kr4-lW0uiiMM>1UmdC`Hd{4
z5ftIr8qRSOW8f7==I{8!zXA;xp?g^75Fr!$V&*9*o%}%<Mr~4f@xatb5rEA-cmU3$
z#=E~>j&#n?O#F|Wmp!^d)4j=jt<xH^Q8vMl;7nObJ4#S7+%y0wNKb>^z#wMlP+2wh
zI*qb#-P&DhO7huMtyw2GlssaymGNckGs~o)i2Uf>kHzV&k#>nV1jp<QM1xi_rDo0$
zV(T*Z0>TYZ<bhA2Z_Y4N7WgmkW39kI?X|z({(D*e+Ae=@hrdtBKUt4|*$#0ek*Z)|
zxY9Rcjnz01iOf;-NHPps6<MIhUja`t{kkAzCf(J7yeGIPuh;j*30io7#-)qS$w#bH
zM(J&+{anw{Yn$1<Hf_G%{!gXN17G;@;xy?Rm`8Me%w>lV|2)||s5wIAR!w3qim;{7
zCdbYl!M)DmZ!xP=R}}L*JT|j9(jP4g%cKzx>JLm7;(Wg^GJ%GuM+PxzgGzSH`3v|x
z!l)oTfqJ+s8Vc~t@K>3!>Y%hs?yjC?%oMUw4(V-ca(KU&7z7`C8IKZ(o3Jtfn1^cs
zr{f<BpTx@ES`wsNo7vKW%Jm-~8(0D``i6`C^J>sm#6(^wAbSO!htVKq4!Yb6hwhL1
z_yrpNz6dql`h8I@#QASN!Eks6^2YCrkjSGbfTHlw^bM>qi|xpn-~R7EWE5!*d_S0h
zu~LA^2tfI301<M%Jf1M})CK@Cffqp6>xkHj2>jr})nF%?GvGIO9tA|l2I426-g^Sv
z!F@GTkg3OaI1oVe0CbH0g#Nys|DUXnd%$@kdM0R(s!lN9WJ<JO*v@~5D)Oo@j}MRh
z?t)dEvv%4W+lbXLF1&|_a00NG=jsa&NRjv-*&*O-wMgh`>6x2{QLx+i)$+?3<($^i
zKMoWbyXZ&)4Ub-PjG5Y>I&^;{7-IBHH}ulG5+f$HR;llgYTeB|NF`pDzUV8~A24l1
zHhJh2h5OV??z(lc<d2vo=pZdoWmC-6u`7{Wu>euxJDJbtob)0IKhkl4`VO=lKkH(n
z`wQ5)2mi69Nqm>dgHX!@bOW&hl=9XRrenMpsKn)&V4E`uvO|EQPW+rb26Aad&3-Vn
zwVWw4D_l4pXnW;f#}E3`_Y7$c08IYjA_#p*L=t;|G>IqVYEKyEpl8_CMv1uj4^U~1
zlnsb1G*NT+?~4GL@qb)^dXtL$GJ$skAp!aerSFS&=Ybds+qID+1LrCnP@y{oqp8?`
zxdX=JlYbmsz#X0quKW^4YDG{1orlLkgP9w5fy!K5c^IXE^{qu7bb=&41y~X$i2P@_
zL4&%2g_8^0Z~DtTIG{)WUW32aVEXTU0R6oNAYAyryAMjC((1pA+Cc!kxwQeCb2idD
zIK%~tq8!ag`+^l#5EMG8RhCjFxxd)s*ZfR|y{yqF`_E(8DP2u&x=nf<?!Z@TP@x{A
z$A%o5-<YQb+E!l7PWokvfA}9uBlB==o@4T(Z04c3PHY@A2ls>y`s3S$<TCCG>3hM+
z;Bz@S2mQh(C(neN{r(M^*5qUXQihBMO}32r`uBjvyW-645_jqiI&+mL@60v>x8%PX
zJ_njD?83h<T4_rJb^SC}8jy|v9WQx@aPvQsK)m|%fAgvMu||~gmGJjx{$8K|vV;EK
z8-JgR|F7B&jk=<{Om$SDR|+aSSEMoTY-{gM3E!&b3^uC8=m|{dM46LK`}+&#mJ#So
z*Ovn_O{J5mj*aJU<r%li(~zX``(baip`wm-ahhVhD8KeaO%<3sSCjl0+M>+9rONy{
z<o#*WZz2Ih6;0+*{P73dv^OVZx9+>JB;W=t5&-fJ<kol(4>?phywPiimjD`FCCvKr
zebL1)JHaqbHjM~|0uZ{0xj;Ii<U~>y@Un`znfvF)N4R`%qCAXkl19`lbDAJbJ7F=W
z6AzK5VUSxJ8w2ZJC4PdPv2=%oK=M+g{AACda_(!8A)IRU6omoL$(8NFNG}nx$#Uf`
zCW3V)At!Jy3s3+9i9QC}-#|X|-+V;9Z8vxWE7N`;&q5)H|Bk@Bj5aW5|NVE?``RR-
zG>G4b5p!gqVi5KUI1_vLB-CJ=58S>u0o2FNPu^zAK%p%B6rl?!cA}>rpvsI%kX)R&
z17HJ%&M3gmWt;<Wiz?I%_@ckB<bUFt^w8d@`hgU7=hM@1htgSH3%gcfz~K9$P-x};
zB7$Ek?F_ppY_x}WYR)>piQge<q=ZYyvoL>rImn$J0N;y}$+kp@s6auB1wbcD8TNe+
zP!4ZDw+#14a5EE>JKuHUYlE$iBn8T6&E~2?W8#StQfp7Wp)Dz;32HMR!mJ#{DjAaP
zZ@qV7>E!!syx>uX*<hCUIzb4rNxK6|hT1!$67uAQ^X;;g=JR#OlEGGX14(-z8%eeW
zNxO23oUxGhgJbf2(P0Ytue>{rwSXK*zAuW<Vx!v_6Ere{{&jtUS^vnpFL4+0ZV*O%
zi2!-`T4OQ(@WMe#LCQJ+U;xr?Ey_aLZ3HHpPJ_JrQ9O(VM}xqgwm`2<h!(I1<-7&#
zK^@?63Em6G>7TCRfSCFh_^`5T0erwfvI~U(eAtCn0q{Y9L_p7d4gUc?{PTURhwKOb
zI*079Msa_E54j6*`Y|qgF&%&pj|rI~<_ruT5NSxA^B4GFO#@HvHMqJxmJo6R+b;db
zS<jfk{JjW&F9NXoe=ow{i}1f^6O>S8_Fra=h^|U!OCNiFJY$nWLJIGO__-edy@<P|
zpwX{VA6H&WSw0@OEuSUB)`yzD&@>@<6zfs|I*^FNeFZ%;039f<J2WrNF(5R3oxj6s
zhZnuVL_#hUnPve_?hml%h6`<<MG_=9etf<h=B$DEp6pWKPka<6$iT)~gZZWpAlRBe
z)LR6BmVPdaIQ?`MzaRS4w9x0kXpWYDMV9~ToZ5e$TKns-pn@FZPR7?jG0V7wnJYnj
zX}X}H5tva&%K=mi`ihZ*+wCS#($`Qz!MrF0|2agkr!&`rPHrqn#w|F!-gYh=2wuh|
z1!FfTp#9KfV3&qKk4H*k2aq(TRlX@rJ&wK)UmzTT96_~6p9E&=rbe;z*88sQ<H@}U
zCwXky+I~inRwsVRf4boM+^j`uF13-1Zn2a_!+#*2I=hQ714fGFE3WB<`|R{jKI$hn
z2BSI9Q*i&OJx6?3no-hNpb^;qQuIsSQNNh3;S?M-rh>jfcs5)&e*mN8bY;yw#W$w!
z#`T<BmiTh7`-B-x#4GJ8m~FmOZpRh(x6L;V*;?)SGs2;<4G96vo=rKyibj^FS-C}x
zf@>ye>61H6w#H(IjYE&aBXiVfeC_I$#01b!^K`Pfut0nF5o@KD#Tl~8BW`Aw`-(P+
zHkWXJB2}*Fn<P(8Q|&J^e`|pnk{(P%eVCYeEo;yNy_xg0XGc4=eiBEGzCJJ>IF4;I
zf7g;@t97(VXEoWT*)3JucbA<@3_KdP{OUctH{cREemv;{o?};e*=eS}_FVx!Gl3dt
z+BC<;jOE^qWcaN#bAzrOBCZ+%G?D{P@y4eQ-Wp7v0DYo^=hKsjou25^<kN3`;wPf!
zn(H4+iZkZgf4zNbHtDo_+uA+0X)>EV#Ex?zXC+9P;m!O}&Ao<WtVqN*G&;n1?MhpL
zR4drJ;rk+L>{&4q>R3f0w`-}M6H|Sf{M=;Gm2ckV!%N-H8a9aisx!`?w2_CppzF9R
zK~Inwm?Iz|+dD5%OD5UbO25H3Ah)nKI>(@zyU?i??q`TC>LCuw&0I_)_b{#Kfu<&f
z`{_eY)BdY{^=i61anE-R^0$SYr7i^|zbR*S>HqWa<^P#Mcu>Lk#~^&uAt`sRU1pQl
zhZb?JX5gU}ZP+LM$Tbn>GZynEn^{HI6G{Rm1$hbCaa)^TWt#Nh(YmRaaRNoPWp^uT
zit4MW*Hpk7i*2Me!o0G$MKS%6uLq3u2Y3?~wv%ldW8jk=e4nC+?cy#8I>VRk<_%6=
zcq>T;$XD1H?pnS4=_owlnI5I2?i+S#|F*(wCM9OR`?=}ymN8<#`!N!3&gA^a4!pyp
z!P1>+gcLbrbbd-l=?@XPf)GIep&&a`#4RVSlDbci8cMH<)?_+epGlH5>UpNxdZ{um
z!Pus`?#=_0<9CF0OTS*4DbY8h=u=EIpo7~_kA4gmliEDi(63i)7^2tCPi;Yx^se=1
zta2_G%H-AQmEW}(4$=-`b^=}${%xCfimZuq4||sa8s?tujmkj_RV~8B=g>L8=x@_H
z7h+J>shixt`X-d+IB%QP+s*lCV)$sSUZKosrq$xs>1c86j~mGs(pPfHo%CHvJd)B#
z++ksBP(OE7FPMRyFaBuP(IY!#Jp6gI7;6t2?BGc)R|~9z(W%?R-$r*g)4qMPLBH-k
z-J%Lw&0Y;mp`)`vXW)pOQXaQO*f~n+C;a48aPh8xzmpj1w0v43228ns8nXo;5WTf4
z!tFJ}ef8QjMpDe?g?dylm0269%fwtWuy{;Gs>iuFto~**@5|YlK1x%RP(4qXR>*au
zxA}yqIc<Lht3B+xc}F)eih!;YB}U0J`#8#u=+*{F5yAaiMjtEiuHS4g<70vRO|mno
zZhm76Me#1Pc0TsR>2^v#-ta&5vo_t>4Ek8f;V)@~wx{#Pq#$PM(nTJ0;A)<lR<OmZ
z3xK1**gR)T0BghH@XZKryuh%lPY-#lpCNz91U+YEc9tuE-6jr#ZuwI(8-j?CUX|O{
ztp4YJ(vw{DkH1dgHKIh6Cx}{~*-kUxD*C<#+L1TgYcS%-LTG77t^^JmIs<F%jJb1k
z&Ueh`p8Oqj^Ns>~NQ)O~1o3c9Z0Vev>YB@JchD7Z&)!+Fqkq8sZH82%GaH80EQwjo
z*<I}!+O_X4_`0N6&aCr<V%5M<hLLhIe8!S6mpOcG?Do|GV$SzPhbHZ>jCY<N*P^S&
zW|IW+jJcfq1)@2h!3%1W(#u~!;^8J{x3;dVtSDespb}i)`pe2h9^@S(TKU+*eYg3L
ze7<Y`s5S9?!I$&HN6+;{WlwGC{zSR~xKZ5K>r8O7{El^U6(`tfQ|o1)cMUH}TK+}H
zVHa|RG_@3WL!JRO{rWEPnbYZmQcrg84t0x(LNwYRf6`3z%X(KAy|3%n{Wnx%OaJb{
zV^ouV{om89_>UR-J?bBSJVIzOxqS2RVBj2Iq2GG~1Pj6hlK74^G=&ew-`ks!9T`XD
zojWs@z4n}^aR5cPx{=T_Z_eua9*YulX%ZO&dwG}&r{w!@Umx>b8D0)?Vn`^r0RnV2
zuOQb;giVGg28aR94c$^Lp7;G6(uVPIX2hIHYNFX8kn6e~k`N>nRGousD;kqS-^i<P
zPeWatNbB_R_p{#w{yNK>$_TQ@#q25djQIjtZ2fDI9It@Zk+N(PpT&Vt=pm<~Q~gDv
zlZyJDX7jU+u7qz-d&lM>8Bd`GwEY9Cf|vVlN@aH?nC7sz`&eD{8JQuBUpgk#6TcTR
zAJO-ZVwcl3sSKV%P==w&HKQp;I!(PT4(;qTCB-@7!pPpnRMazE&KQu1)k~$jEpl7I
zRA;Kgv32q+##|<!t_m(eNLwc_+RWo38thJ-2vc6?2iVB4Og_*^kGTO8qxc9)FPWyu
zv;xi^tUjQ;L;S3l33zwY?yBd2DwX@d?){HL(chuA<Tl#U7F2Hpo0*=RK|28`gvXd`
zv;~0}A6}hqWAD6A`hck>gtIVV|2{IBb=Mf}@w)kxpJb8#k{xY05p5%Vd|m+6#0G+c
z>PXpy9G1rcUK8d<>SA7AV8$F{bN5KJwN&qH;KT;@=%usY7v0R1iLGhyS~bZVP06@T
zWo#Dc<E8B?TDYeu%X#2&<r?HNXfxZ9y^Q80y(Q#|?+Karluk$=M%BFGQa4zSs+SJ6
z7z%cdb3o{-Su=h9>`JSsEcV<NhduS1D1abLL#2|W203w+sPO|gpe(@yR9)`@e&g3p
zzd3FQndKX6H@9^r$@HRsgAxcya1svJ0L*p_HKt5B8gE2<0N`ie5Q}rWa@iCC0dh?Q
z$4CCW2ohoY8715m$Zyiu3IW$z4UaP^Sr1BsJpZh^F{;ivxU(09=IcNM`|PdDP)b_>
zMh0Ri0N}pdNHflh-)r8x0kLJo8tRCu#KqD)KhbYxJnTLErY<M+C()&(*Mvtjt6Q``
zxo;1<p1OKp!F#5`Fwdu_0sFN*2rl41mX~YxeqZ#WXXB?KWha3<NxpsDli9VwSRS`i
znv@}3Mv_|Hy^{xGFTb|?`*7<B*)F}Fzx%8Od+{?0?s1@<$?ce#d~!eO(Gvsiv|;yB
zW5cCZNqIQ*Sv|#C+67x9>$ATZdc#Mldb|)xX;;j+i;*SzlR?OFXML4U+qFBH9Gv1?
zcUVnhd@GC=UcH_Wl3+H+=2tLYMy||mGo_Q$P5Xh@4XDc!5|C}`oBX(IVnE*VkO}MQ
z=OK`c-~e9&$jux|z>&G>d$Vko>BqzSnf)Cj1A;B?OG*7+gyr2r(4&HQ%QNVE#~|fw
z0Z1M&bk(j7Dz<z+@v+zUMani@<26ZqR(a0-jU*`U>4f*w9t{~FLUbS-82@ncHY*SL
z>Qa-&(38KxAD|tV&cRD;XePqkAf8<7Wb;-kjg&Z!Gw3ei_f{z&rnxlcc#{--TV62!
zHC~lE@5!~J)IcRVWqI0u141QKg^6s#ia-YnZ!y{oWLzl7&rJ6YF=;EIO`Zb2*qwIp
z{GhSAm3bVY?Zs3?jcKou>MhCr=cWH)>;4aMH~se^s|_4vM?;m;37cd+@Ijik5LflC
z2!ek_?1bqt0F6_UGHr^pK4gn_e00_=(2a7#SG!%ihaQKS<9LA8iDBvOF_XUEo5s(Z
z$QxZ|rwuZ5Y&<NClYj=nZNcO{VcBP_A~@`f;9Fp_**`9b{C=$9<ZBQ6gtEcUGxEe1
z{3$#i+GaexO%o-Y^)iaH_fO0XBn)83^BbaSI67j=yu=#EMLgw6cr5h+FMuub=C$4T
z<odI8S|>fXH)Xs1Ha2ecEfK)<=3)SKHnTVb?Gc6P^&1<48-Tq~BRJLhf<$?pJANIa
z-HNJ=u(mZ$Y;B&i_3meVn!m~16eG7yT^<@vG)NNY$;%mN!KJgAEvxjkq$=VRk>+Fk
z8roga(phy(zVwB#@{7+POIR!sM+T<QhfLCL-aqaKX4o^EzH-5Q%zSp4^5aPC52h-u
z-pKZ-@ebvHGSYz*1v$3{#AjflDSLR*ghyOXJv;zCVy&f`qU)z}bY9|KU*?{jpEmYT
zuXd+#=5~dh8bKE(;i*Bu_+=^YICdc6Axfu|?7YQu+})>TVw5I}3x0*T1GyC~5t$eD
zkadKrQmX3hkKbP0tbd%YQW!TjbF|?2Oqk**R&tmf^>F5Az{wzgT+(_wX^xU7Czuu0
zU0lm!?f7Q6N$4^_tYmCNn@I{vAhXBN9Nr~NMTxczoM4c0zNOKMgIqjg)FyK&A!{25
zK0wVvcIehnU<->oE7#S1;@QCbm3CH|&0fq>L6#6ZzAq}%Cj}vgGh9@m!0eD6IJ{}0
zWq`5&&xPJHH6)v8B$-GXzXWy0fd#P}t@<rIyv;+mZ2&i^Asp{FE{k0ZAo7O`Dn!c(
z3(^@MwdJNImMRo{$U6dOiJqM|mn*>^2Mqr5z};;WZBHNt5CCY>UfVqm%`+e@rov`K
z1~UgA<p;`7qnF}-%5HE^6fKLn#&=c?GYSWW&YcMfa$RNkL2_XFm;=6TUYhFmIKGCs
zR4#Cm9v+^A`ni+VBCWo>5LDBNw0hx6R@&Qr^HRwE#<eJXKnktt^Moyd_Znf(c9FRq
z3tYKzpALQmSIu_pDFRbx{Ll$iyGBJBMH>IAkq&%D=`(o*@MtM!TCgIjL{J{dy>c_+
zR)2_z_T-^5x$<`3lu-`yfdL1>RdA4GytDq6;m1p8u3@(t&Pi{4!7!JQIv-T(3o2r9
zJY0DXg{SvuY7SnJ;Th}ATa&j#o)cd-Q{(0tIyEx&;4T5U_75dBE%%Q2D=+mV3Zn*$
zC-;e<3f9kNi%ac(Xkr2Fo{F|;^^8>KM(+0ch}6SNIvjp9K;=Kz%QR(bL$ZS(PnYdY
zo;>h;lUH;M<eL*ZaZ_D8>+~~07w8BcbEkJ`cqL7A8sYa!X=r%Mc^m1(Dnd*reL3$9
zFo8SM?2>Wv-7h&$3^(@))agCZc8mey$`O$4^hqs;69NjaEuB5c7RMl{bt1@Mi{RN0
z>wPlYtAU5r98kLZaX#Jr;X76vfv2^Rv>x3gC5oxiHX*LxyVMAeS=lA6D*q-WmIGqR
z`02emzmSRD><)9jvGExsNYWd>ygAExJ;}mc_yEm29HJTeCDQ`i!ABgxrj@TvugI)M
zH3m4Hg;P`v%7w)Ke!555f003z$$hYIy+9S_^Em~*0gP;Yk@fdQSGzLgKh4#Eh{c;(
zJ9Fe9yA&;quVXESs^i~-u|X41>o}t`_&XDRh?3?nG9t==shpqib@Mwq`romB9Dl$&
z0&S2UF6lLByz!0Z&D*C^eplmbICOJ7_a~Ayh4=}zsrmTPEy)vmIX7^a3|e09VVC3(
zJGo-Eur*2O@>v3g^sfuq;yX{hURjyAByLKz<xl_Y*|A0<<2u~kM3blg&>9IWa@NUD
zFK!>(7Y)<9gg3Ct1Sd@AX5KzYkVZDtQTQ2ME9^9krj!XbP~Q_LVY&Wl)U?xB@$HJ?
zH*}sZEv5lGWr<gHPQZI5N9;Z15sPm%GVhm6It<{}&~QL?VLP&0xRh1wD>A;AnH5}i
z_ZiEEBTmtKvDHNKMne{Nh2rVi!7AKyO{w1gthE)p;2=oecI$qi$)Uc$C-_73X6~Az
zgMAo<@m^J_!+Z3b9YM5tR9{7`Q!#s2%|GneaE(q|EIdpVn@npWi>G`jmC5>_MvQCN
z`M8<G2|Ff?-k>=L@SA`?c)wNJ1*}CN7rPIyG>Wbf?tB>cbL$*-<%##Qrp~%mQw*13
zgJJv6aKk_dN({?!^3*$ru0vf=g-5n1m#OR^oa0o;H7?2H`lasAn>C~!$<!+KgP%Sc
z58_P>pA~ra_7iaY`npj0*>k|q1P@Zm3t?kv%s|Ey6i=_R+b6vUXcPhJs>970Q(plr
zz@H>puV?3Vqc$-Ev?=WspE6`?409#0#oj{!WhECaK9WF9IKwY~4pTxBz5td%6I7W?
z%TZu<AC6Cq%9DZF8)k|z22zA!Fx-L4uUYmSIpAdRIX`2(m;70Mqa36y?BGsjMV$c;
zQ<f2Mrxm{p#D(DGl^*RMj~U@LH>$KpemJTqm}w;J>-F|z45O<fo;|yEFaAhx9pS5>
z;sU=MCXCy6($>PqL2%NaF;S90yD9Y*_LowyJ@K7&uU+)tU+x$UFEc3dFq|PEA0FHY
zpMV9}8p(LlVMf+h$0l1J_UyCU7eYjK-~eAy-zQ{<3#8#5q9h);jPHvcs{_Y5porPL
zqghvlyVPq`z&urO&k!6J{tGUjij<o@(>Hyc*)q=E!geOAAWqT_p>JQ{ABGCrb}RCm
z-h#D=uk^4jA#YK#+KwKpQWQjcdxsC3Jp%Gy+_%Zzi|afIolJ4Hlp(CO6@gPiSEOQ2
zsV@l?cU9O|sD^ZdZfaHk-0zFB%My+*Mq&)vY;7jp?~&l6v7eSjz)D4|`KjhMJ`*?h
zMqk6^Qk6xirm#yC0+0ZrgOmYZw;CZVMORZLWmoP5lLs)5P1cQkpjKHh%$l?<sorKr
zb4_#iR{_YX3VNy}Xgyq7yP7b8W?9NkayYUma|SLZ<9=FDr0}DlD0+Iboljqaw%Yw7
zQmEXwxld9-Sc|BN04nAQr}SX$q__-xf{W93f?;c3!`G=10k%F2%0wW1eNcHl<(XV5
z{m7Jy$;{HF{)_%Az+i#xGai;PCX9z@e2CwNk%8WbJyMV(SEB@i{O3MkkE+KOUd`*W
zir}CAE++g-G2vqIHx201TvagR@Zy=Q5_XnxD2{#Y7gSLie+Dg=CMD@iB_+Hnyw}@w
z&Qvy)%H@Rg;K9%>YBo1AWKkSz85BBu2VlSx%(;x}3wDk1Bmh9<#_E-^?|)ykelK*B
z5F(OJRqSUw;)2A{#ZwuMc?U4F9cgi!t+)HZy4wIBUW}3-`FYcm-9_5E@p<wE;5+T?
znMgN#G-qED1&Pp+J3fIPGqaLH5mTY1n9MvQBnN{028-;?%JJnarY2Q?%4!XtIA7-B
zz#a~y+so9z#if&VE))ZJpUFRId7|<4m$tb(p4cC0oBM&%634a`5Mc!nmdzF)Qe;S@
z+q*}vL?(M1Adez59DelK6~v~40oh_*z>|6DUBU_6xJPuTT4h$$TxN<eyss*BZ;>*5
z1%wa!x1BCf1r-JIUIxgM2%US=`;P}ux(h*B;T8&swd%@0HCG?djxV~{B&#3JJe!os
z86UW7Vos7S*(Y}lJ<MZ(pv}<<x`|Um6hv($)FMLi2x~<F;L}Js)^EC*FWL?Qrnn^?
zKSF@wAPW{CUb$rWi`RwmTB-K!!DckYvb{C~*<dXKhBPP&S`O}Nr8SjIFYeptUFOaD
zIU9CJLQH?o$@Ppy>foL2-xtkr{O<IpB;RC#h|l%+Jy>C2(Cbzk=EJGG8I`0!7EVN}
z!gf$9=GTOXIcuau^OpTyzU=H0Y<r{2fuLyvfuBHLH&=5qEsG4$2co$evGZ!?Ph&E|
zGP=_^ez7!9<kBBFxw@YjNM9li>IddwjJ~(HQAaCdIqgIfO*v`oR@b&;Vy(hWuf1b#
zI5gFBX9TIg-xB{qC2?kcnK?NK;zV0aGpFN0KlUMOJF-DYPwr!{sO7m~O^q8M9@a_Y
z6T>XJOM+YF0S2aSm@&6=s{r>$Tl@>tn6(%tKjcH&JIIb)PWqAN2Aq^GpznAT&ND9A
zx4B>Q;S_79%R9hXJJ0~Y)-;j8C*+H3n1Z@p9TP9*LPATmmF`DwF2lWN_I;_i7=YEO
z%qak(Rm9Vj4z2zZoC(pbS7sR_mw@<>JI#^4O@}MMnlLP3;>)d5sBxsOA0Y3Tx7d>?
z1WjDSoe-bf#;mSwH$0xnK_OoqAe{tq0-sf)&|vs7y{U75urQ`yp~Ogo7kH0cm{TOu
ze8d->Nc<rAR%Yn&-1X`MoMPeYTWp|!N05znJd6&-M;HU9$b9y+<Fmo9B2q6O!Fa~-
z+MW<6UnC*sW*BrIf?b0>hPJ|IusbB;z*xR)vjjAx$RraTHot(_Z^fs1B5GG)26bi3
zPtK?&K<{N9s0JIn6R3Vz>SHe|#cl*<^Qs?EnaW8YWse>pii3B@5q6-)elY+kht-qT
zx18M)f7CsKJ?$lT-}q?erUe;k1!x-)BjiquiuMS^n?%gdJwOk}L^KDF9k%Z1w);Ff
z<BaiGBh&CE#%d7Zse;28dW3RU%uIgINmJM^%{?p+4W~#w#u)d2d_Yb=X1Ncf!djnn
zPp8hHCMTfP=x!5`zS_PU1_2Z{49k?_@3txLzu|NF)a^K~&9maBhUE7v?f+S10|P9N
zn?RNTqyyIiCwO`~6Bvs*K0SihRssAQDAoGR<L^EuT}6r~DzQAog^cJkw^sE>RSPpZ
zJ<wB8q0l7QRHt8MyyjtLYCQHNh$gog*NZSn(C{?4-G*W84+MU=l!*4SXW!q24ZEa_
z`4L7$EgdudRlKr~v{3p&Kmnpi4L(k<Q{OI%ixmd)Dq}<h9xh17y4bntRJiSfV{GAE
zbFba3&rX>-b}mMjLdW|ttA?-k@g9a~HX)p|IbQpEg1H-t^k8G;clk^D&yMt6Qu13z
z)`1osTccUViqV2{6-(X7b3MNb#3^}C_t~Pxo*l?$LTJGtR{W`D5~{wa^={&B(xeUm
ziz*2}8R`hLh{8JzF<h)srMf@O2OGOY{X{BmhFw1@A$*F6JxvfMKTK%^QOdkYt$$Qj
z*#d#Gp5_ooRoWyxRuK(Vy4eq?1ke{#^#JXEzn^|<*?D2rqoK^4f~NG>y+IzUB&S9P
z3s#2$P-O6S!J$a|AUDTu!t6u#v5Zd5how!d6y{9+Hz#N{%_Rj$0!iMMz<8<#FCz%C
zc-!ODY5A~dw@y+gZ~-TuDoy5{oABp;eaa_JZD$%e1qJFZd#Pdy*a}H)QS}3_ue8sH
zv*HB&I>BS^DnsvnVn-mTG-jJE>Xw!f)wihVJLcafXiPL+DdHNiIN|mH0`a~sM@mD^
zc5|QduY!E$k2HlATwSbXB|ETpAvdISWRw>yix9_RN?AV_7qx26ykboJS)5z$7YcKS
zftcsu#r%Vxj#%?7EV-0v{e!p|Ob~-kEO{9fWC+0|E9W?zFfD3=!^>DV>d|d;EJ6AP
zyS}r%L(y{6y{Xij@|g+aa@Y`fCHz-fz{m1$9wp|9MIa!IXDj{kg|*XCnon55h@tNW
zgcpnw>^<lsq0Ddb`GySE&ra;Mdv6A~9jiy{^dEAaW3KI<k?j&>{bJl<+YlD%^&qCR
z#geNm_Zo4~7rhcaPj)j02n4?XvZisIAPoAAtH#<2=E3@zrDj?nJpF^Fn6eNngKF8s
zfYmqMuFKXowpC9nNp^u7{W`ZG2dcX)IN*@-J|R~Wd?>^0{Cuynkuyv{qDbSE7hO`Q
zPZE>?vY6Ha=A+r<y$D96Xxiwi-D9G8-}uw<re2T*++nbcLcy*JIt|EaQ#!yuolL)D
z{1YoHf+#b}>u0R}MkByiN3bg>?3>m2wN&TfGg*yO*#?v#74@x*iKY(M_84u!TrZsy
zW;FFw0FM8T+x@@STUlm7ZN(m|)VH2|lGcWFBn;p>3ajSXpP`O~G(?3br}Se>yH4FG
z65<}Kub7y7*V|Pc-3D<$g3?o!$>noxt-Ae+FSgCSIsDno8T{861HnBMBRVD(*V?oI
zrVLU5d%1S;{$5BLeYxAIATkNW1wmrVkN$?wj?d@`V7Q4aYP*4(NRzue*qy%65X+e;
z5yF*NjNuWHZf&LNktX*!;^uMvx@ezo#33s)ZHgiS)&YVUHtkq%T-i~1#12r}CyW!H
zUuWu4E@k*aqubfp>@vYd+R<F;t~g91zIz^1uBK_*%=TM?z47s($*|c>0i|QeuUs}x
z2|QFrl=*yLv=Mm9s^3f;be!<Hz$U#If;M;(LRm`kByH{!t|GcRiIHt7BqAEOyA~d`
zeY}s7U#<y|;1eKmBqR&y^49i`Hl(s+qJ*yF&zkm*s4tT8MDhKB_wd_kUc&mQzKmtk
z{p8{X!=?5qRqwm&-c7Ve=~<qNJ6kU6)h0@@u*baz{#Ph@di^hIkDPEz7Ej(u3nh!N
z>hu<_$7e_k);3#f^y6xf>H*pz{J#-RbN-(pn*K)v&*DL%KXZ+t6Hn0TB7Q3pXT6D`
zEC-TZYxXnV$rBY|?~c^CBkVhjVqJoyfzaof?-udNdVVPXNW=;A#edv~@xYlKv5{(^
zn*s+YfwP3iq*d19Q&Oh^h7y%=u34~EI@}*}v(g+5+w_&;qD{FQuDN?!e;aXTI))$a
zShqL-<fI#T7;Ag<YX;ue8T10il382MXYOOBFa^5GS%X>0oXiNkI~C&7?}+blhO&MR
z=x8K!**9X;=8ai}nH%G14b3P^88!C5vZX_JPZ)d_`*7+iRPw7E?F5LXHqz_37~0xv
z87_AFnde({V%!u;=hHF*1$<a1uf}Ux<{|wnvd!oahY7(e?EJtMDSi7sW4s3(Xy2J=
z>fYl9)AUt?&`tS11R%?g*je04%)?%7;cx}?Sba<MG)0A)RizuJ)9mGTL?f*2hUDBE
zAN)xG+3M1O(W3Lc+Jb_H_B<LywhFP}a>^KM+7YcnFdI()U+jH%TvOY&E^fCQ#e#x}
z1&N9ZiVz#1lte{EL5OrkB_bjqDoT+SvbF^gP$HrrH7Xz?CDKG`5rRfUjM9q`Lhnf^
z>1+9B+<Tw9&pzk<-n)O?d(XX>e-v12C3DR=#+YM_`HgQ#l)2-%X(n)-JJ$;7F}dCb
zI<4Iu8@ux*I1jYuWD1xy!O2|H;)riwZ7`|u6TpFJT~q?c6W0OCte{l?*ecWl^uQ!R
z(HZ*X?nR?49^~Rv7=Y}*Ye)qdggse9WhU48pg7kVCYX~Q{dd@KRSQ|CX4`Q6LZWHO
z>SeDEQ>M^G^k6sv%cTvZe-LBKAH3KRJ!g^WB~;U>u$^ZsxYC0QT?x_6pq0SMY0VRa
zc5nRQ<t&zZIi1*zo>5G&?Tmw-1+N<!v0twbLAA<}cPAHs<VHd?CmeGO1(KWZ&8>Os
za|LEsSnaml_X*wZzBSaj%;B%8n6-J4hzB{>r~#d8*y}@Q@Ohq_8ufD>`j@7+Cvd|$
z?hu5ZHy5{AU~gV9VaZ<u)OXWN5+p<1Ko_qO%<pQxN!awf^I3)~tJcK4m`eVfAEhwt
zS9r*>i`n;7{WIeF2z25p<`k-}EU<=ZVJP;YIB|I)Becqds@}z*VB{qjF6kD=0BK0x
z(d+}|`+L7@ZrjoZEKSnSWRF8TLHi0Q3Ke)Ex>xvB^D|BSny@p-8`;vX#BQ$AX*A}T
zpg1>JIFdw@W85=v({S(OU{Y1`dai7^=gxNAtG(*vIX%=?d?2QZNd?VEijMaLOXe)s
z4ny3ALJpX1&5S^Z_=*#vFC4Z4QbSho#kJP(9K+E+3p`E;k~q)iBu~CoMf+=K={)ZZ
zJ==5u@dxSspw(at?zeXdNQ+EIZ=}vaOmu(JzP0Gps;oB1Cjkyhj^oU(aNGvnj&bOG
zBVIs23(zU<S0@2ty8HcrX+xpM8)onR!XORn5Bo`<nN&90oJ@DHFn#Zi3T#&4?>wZj
z<?ldqGQa)ye1-`5-$#V}Zz&g>(OJ0I#GiM4P%Y>=|H`YCEn5EZMcOSM>?A6gwQEga
z(~?UsPPPO0X79)OvLU!Eteuv-@>uK+t(sPh&C(R>xQV-IN}ty5s#Xub`R3_MSWPsn
zQr=`kfmvz4y5QL7ip<*5iK+S#@o7+BQO{$E*TRE&#4qVep3cmv1`W%69<}+j@9t)G
z=!+0b$L1=JmT=KkqS!kGXHHDrNL4Jme0=yLBDPSZ8g%r$ic<`l1j4dfKl>}Kf`a|T
zSaHC@qz<!!Qxr;2dUDMFL}lQH$f(DlrDD*k<yLb~<M;{%*%-nR3=~!BHc|Or{W@{A
zz<~7$qZV4Z65C?!*reX<i=K)bm}I+tmpKWrjpeoAR1<eUC&{eq0R)Qwzkzhaz_NAZ
zS9EWxFc@S((6NJlGNC7VI@J~`Exzb}ct!K4m(y<o(T$6;1BCbj1o}d9se#zUYy0@t
z=@RO5?}>IX_4&;nOoLaaru<ik7GL3Qn~vd27N1oxNz?5xM;Wj5=DRnsp^0U&db>BP
zJi$5JK0kW&&yXe1PV_&iO*HgJo9KRK71X?+kaL0qLhqOMKM5>eOU}%Wichwk&agh=
zE?oGGW_WGnfce(EjAq;?okI@w@ng0KzIo4c;gw6Vlf-b=f#^$=Nn*TQ(m^h<MhMwn
ze%{;f$auLq65Zw}=h;cDf4Sjf8TrZ%AbJDq)2#5-o>hMR=6>*;q1w&nX00ZYy<;k6
z<DjO2CZMs{H%bH0x74|pNIapT&Wnm{cYJxWe10db{{j?+KvX`eH>*KwvraKRf&1li
zChxWXmubnkpVEuiTwj;=Sgu~Sb^94LeDlOhn~dW@=#e+dfo4MN(R3G`QEE=NWiNkU
zJgMm9r&7(nUv095N1h6wDJjL~rCZGhm1EjyG9PFF>-wwAG}CD01abYlwkfbf(n7P(
z)jb<J;M*^e8<6vIWV995$8zU?(>S5<Uw9ZJrAzYx*u~2}WlwFGt?<6cWB^}WR>DiF
z45b2KqQX#SkSb}afy=&wnpM7768LormhEo7zJ*|%-a<`sRm-o?NhQ<!81qxBsjgB2
zJxo<rhoi~ZoH0}db7~uL5mJl#seD#>`V~$BYdSI{;JLhZx1iQ&x`sYMNG5z{=l6=k
zChR7%KbwZ|jmGobzFNz@xUgaT3>@B$%&82&<3-AU=Y<~G^CZWmx+T0Oo&W=P;7LuK
z*y4R7c{{HIKlIp=QNz9pA5rM%2O-x?XfEy3dY1kC66Bik$(ra~IZUG%pg^A($L`=I
z-AwybM)7Rklah4*p5>btd-npO_kXi*ziW}LiC~EkaTYHTl6RwoyJjO$-^cQm*a<8N
zWHt}&0x{Es{*NCqcPSK1mB#Eoa$7rccpRLNIUNJhoJ}Fe5NQ9pK@pORnWT}0tI-^4
zb@E>E3ILC>YlKD@Vv##V6ci2Ov!f-c!SWI0aj-wX6RAyaq<Uk2`g1Dd&v@QHwN_bo
zDch2lGPxF}L~&flfV`<P7gCw!()LIKaPq*MoDDLN5PyXje<PuX3i@94?k2S`)2l$&
zGZ2O~dJFts=^-Ev92>~!roRKu2xxcY#QPww71$54S+O4^AyaCr;_j9DzYk!TD&4<&
z*4iS`C4hM;2D22-G+fB3InKp~76Lpy0f%33{#^ZNjV#Z57~?bdvzVv;nGD`O;ACN)
zhh1><?EaRlWq9jWmazUjGI6&sxGB8`z}K=78IT^ShWe!UzH3(3#O_0yYN><vpzbOK
z*$WPvnO*X*N-T1m&y<`}$-)-qdy14mNfq$j0C!Q50KA|HaBgCx^uo#}n(|{8+K~`Q
z=z#4-{pG{Iex!*{=mOJ#N9;&KP@V<-ik<Sp3tgEI*T?JS%-7CL@{CCR%PWww59JnC
zhV6R_^MUwP^UA>XwRa`k{M@O?FYH_p$oI|1*?Bj8etrFN#^y(>w6J}>s9p*m^>Xdi
zF}YnzBj%HPB&rXOH+$c;t?>vz_K`{(@8Y}`3lr>`q<NE_=89Eh`BKX?LBuh0v~lwC
z&WmP9Fi&3}3-iccWrXDX<E1LLom7#r;kWUVua)88H29>X4<yfKcR{d<GU8wltQ0W=
zPDwODT&O|^R4>tQ`oatRBry38fJOS1Apcz^1*D~GOhHy8A{|ao#0q1i<_x-5p8gOm
z1bfFvFL}Wpj4UvV6;NNA)GRha=dYmP`Orimb^_J7og$k5&+hsPXH-E`THsOxIO)V>
zJcPdB5o=&1XK}DdBzQzilZ|MT#w^r;4fI6p(viK>M=}vGn2E$2$YN<II&~Q@bjJg8
z_@^(Ff8m0kQvRpIPZ3*#oqq5Hu+`wC{$8*(D4%^ym87rv%Y>lX5={UH7E_XqliV1N
zvxnz^H{LBPS%U)Bd$5Z-Q3rM`z^v8KjTJ2em(D}ID4UPeK{O!6`haE02mpB41UwV-
z@Q0D-rGsq#m!j`7n%02hMD)xS1R9Xg0&Es@W#58?^)9refC6asu!XxwNC;R3vQTzr
z*8U4-?Zxh#D+?#Uvdd3s4hPs!`+qFxm%8$m1Vw5?ffz4vTbjV|!J&~QC9e$`VmEfK
zX7VeKM4YWuC5}P&f=xE#C#AC2hqw;EBkm;TES(jXd7|REyF=RDZ=L3eygK8Z3EyQJ
zQ_>m7&u|)s>fn(+Nzm186bno(Q`8_3f;`4F3OE`e;I0QCSt=+N%wy#RKExNi0|z+Y
zc9(~~H#FQ}83k49al}ZtKfso40Tha-(9i3EER!YC$UIU$=&Axnz8<L3-`|9?Ob4Qe
z6{<@X^8!E&0y6FQ<pl>36!aB`5^Mm)B@rpZz@r;f2Tz0Km?}g2hl1RfiYk-F7H#SQ
zoxt*?v~j@)$?(tMc{0biwT~&)xBG{%tW^S_{s#=9t{4bt?%#$qH^{K$hu$8Rm8e1T
z)WLL;M1ditubW;8O(}wBp$d7|SgHOWmg=G>iw`g5f&m<tP5>qahg^pyaDug?6Kts|
zsa}ub+?8Mey<;+#V+QbY$|eo&K*MmzVK6+S<WoQNYyAym2{n{CWlcxsxk}YlbQdcE
z>HTVKSLn<PNiERK49&>UjF$bku|vvId-fU_%f~wa*a4V2L9vb7>2$n+DbyUjsG>XX
z40IP<t;uB)bU6bzwFuU(P^y2cj?uxNgJU44Al#1LR*5h3UKdAmTT>BYhVFB9#GB1g
zap|#ROVIh4cuEoG_5aYMz{;C>8470udsd_sPVF$Yd_b{a?wG{$lIq8N$!%t=rs(G<
z=1q<5Yc_k8thSM%qsluq&A5GdBE3kWIE5%@FVH<47N6mcKX49~e}ZK_!u$e#iIOs{
zuo0tEOk0x><kbLba*`7YvL`6cC)8~0;344GO5H!zl;P*trf)q6k+>M_m&VA78(psO
zJe1H1_>esf!M3uZ_C$!ms6<I_L$s{~fJ}S>9Nx{qF%KlYc>G=Fgf~ejl=dc$k{6tl
zzeb)~5A{i%agyb<4Qk}l6+qE~oeNE@1)S3roE^wbk|YCo#KV{uH{gq(u>%7vd1U`z
zhHTP!6v}=>mq;YwsSlx&9kOp3A_eS()On{r7rl_5F4_g?Wym+NLNMlArv)Gy*k^*+
z04H@CWxIFgWoK4)MvVXebQW^}&Olc9tF!9;m-?gkBA-qfk5S#Q7n5;%u2K2Y+VtR&
z&{cC*XhJ7Y-W36eQ?ey!DrE1-ZV4aJuD*)3>!~>yLUb(k%_-!xlJ969%wp#-qtv<a
z^d(tq%JxsE!G4CTc=5pQtM^c|Nyx*!_`|ea2dsC8f_?3fYiLzn?^^@NaRPG*^!y{S
z_+bc20G(_$G~y*$j4&p1Fs+7=mn*IdfIg=T?ap?!@!|uax0qG)Z`~ms!OkjQ%HyOX
zHXsZT6!)gb7Zu_qvB<1ud)cLEi3UCdH3cH*UYIF$!FkWnztKtE7``GeI7*en4uU|p
zS`28cNn=OwzmrkPHguynPl!vQFPQ*K!k02gw>_f%AZ(*d$Y)exS^Fd!zy#WZnon>n
zA`ObSLBDZ8^`fkALzN){OJIyB2(CjKhCt`fe3y|jxluo0(t)iCna@c<LhuqYm{@6m
z{tnQ}N$IEV1zP}9C#TFZf#s+|te-UYfHNZg;LutlN;F26qAN)vC1`@kmc~J1YY@}?
zAivr>y(@I)Wu-)6|F4x*|9zUEUbq>EgtfJ9c_alf1JygPPj{0*MC&FmBQUGLa>AiX
ztyDN-jCy{ON|*>pFuW^Gr?*o)H|KDb2QplSh68rB9*nLRwZN7X8m<Mjc&8}eBW&pY
z27URh-B-Yy`?2|j_#n<$3+sI)v9?{*!lB+Qm*r5x3=M*Ua@_ImrIBN-!-hj@LS3+*
z&IU+tM{WC97vKJllj^{MQi&yg5?;`nXZmCqKnIDc&=+uvItYBbN16alxfcVJ9U-px
zytMX7d4Ua89y>S-2yFBZq08LuIza@Wj;%bK5~353t60_mEQ6i!l19DLuAooWd%#%s
zF&6OFvaBSAAcmGjEO1hpL$dnF)q)y8xn?y6`ps;{hmxmcfR<GM5cS5yd?9uP;7Z$k
ziV99^Ld-azxfDvc`$vc?%8!B6d(e~eE@nmjsJ|cb;NM2<G@5Z$LPM0$G=@k9>g|>0
z22jJFk4wmR0Lj`zZRR7WGED#y3wz`xi9Z5<_;?LAnj0$&oq5%nRh<#w|Dn2Ckbci;
zQ=?}K*sd8x84)z67<B<wxMMUxH!5YQO`Wb8ta&)}!^==&Rp$g$6C)CS+hC}(pqk<=
zMSS)xlZ#yKT#yES#(WapD*qzhI#Z4GmujTnQCc6s!FLBOnJt8@b+m#3L?k}s3_J)s
zr+_$0=T4yy70`5PWQU5%mo3$=1b)VwomW(uF{j1}ePR=W18D4{wTksBlNF(*+dXiK
z8yU@NCy!}3?l(IT+cKW88WYG|h#NWf+8BZGQd-PrXYvwsX5S-ls=+8!=2xQ*`Y0uk
z)v4cx`v%^1_<+-f_V=4!mrVF=^}-+L!OFs84!Z-uArpMqwk*8_5F%M2s1ne&v^awS
zoF2VFb(OETAv>Qdt5JHwIdYkb%8M$ak{2!y8FRAb_iatFZmniKl_R-2y$B02IM%o|
zQ{yi{wf|)1E`~0mh7_yyc`<K@CXKGYR<87=_xw>(@nYKzyHT5rLUAWJwy&^MvY0=j
zHArPqv*jLQpbp>xhOQ*q?i#Z+ed_<d7&o<lAGt9#4M3SvUDrLc&BiZaIzk`nb{eIn
zfccs11Dm(!;^RoYBTAsP`WbL#=9aN<^mAu-j7E=P0#603(qn@z>SCp(>Wn*CppY+?
zYfPuZaUj8%g1MPJ($xR%X!uC2VC@MwRD#XA{scFooC3gM13pGco9`nY#08qi8f+D_
znNwfd6(J8RY^`U-9J54CZND$!;r@^~XiARwarxB@=^}0RRd)cGaCl$%LoH7L!5VFs
zvtjCt@gU3g2b+J@kjeNjN9F+TDNB1MtulTD`lJ;Ez>?E)Z3O|`CC{b6v!%+tMSSWW
zS;O$#CT$e=Z|U+*1a*6n2Yi014Zz6~8LtN!Bjyb1Ab}+|1u9`u0ncYWOJ_wG>2^bl
z1@(tHebo(50u&5@O0ZSwxXvpFQS%6FdB7<E4aqLkR;{0R8)8XTOa*H&TIw<&^rtBg
zipQO2vE<&RDORcLbB&xugQugLQf<HaMK)2%C&rbs+&>SePascu9}`d6u$Qy7vV(O;
zg0DY~=Y`>@gZfc@Qf{=RFN}<+CL*_`J)hv%>2I1Ti^^{9KE6D3Iy`poF{dG9@=@~=
zP1*yE4O<_#ZPD2F&%iJ*uy09>NmL8zlkfv@`re`@L1C0F=PStVNQjVVZw1I7MKwr&
znz|Sqz+3x2wz-6Qhmy`5UMkTG0q;KHLj}h&9d+2LR}PgYXrf`_T^cl@_73nI6cFbA
z86o(44Xx5W)H0-%pDa)1Fn=Y?>ju5AYu>d{!gc%#>oF*SwarQgLCo1O(5Uvg1+niw
zajb*>&BtW$R=i@1FoJjNE5VqP&&wzl1j|+!FmGa%nhDC<>3TO#fMAgmZS3c}ux_1W
zYQkqa5U-EZm%ms)iEKU=WTaKdBo-MWmrl~>tBw=N^Mgwx@IO&qn76R1o>aFn=k5{@
z{jm^A6|~r4C~!q%PIlH*I<w!XZtwhO!rsYkWun`4uh;t03btwbtpdAn^~wyq&bzuI
zTD736qMo=xFph0m#rm9x>}nkIz3ctX(qGqesfo{!w|n|Ra~5*|&=rj<o)e9PitU_l
zq}5Tdh#6`m_txw40pTEul>-*(Eyx03cbwqefFBZ<NPfu^tfojd=QaE2z7~YB#G0_a
z(YfIuBU=gkzWd`iCjTpor+;C2(vVAG$AX@D=BZ;0imiW9y7S3Oxg5D-{KRA|2Woa^
z<JxWl^!P5xWjub~Fj-_e-FK$r<xceuD!fUpp(3bpm{~L7+Ru0=-&((igB~5>MD(z4
z5%ArQFqnXH)I*6^TPoXoonye_(oKuNmbK=tdh5z{>f>M4K)`1dn4?RtO9uv8beQ!%
zZ6f@2#QFP>(1_&LgqiD)=Us%KfHKlk5G(RY4lUci#=2oANf|%fmc_3ZJPuAYALs}m
z<ufLgq4BSZP+finC9CO)Ib5jsqht}!=@&f8(nT#f4%L+7BnhHPp`rlKlD&rYkhYgX
zO+%zj&jq144(>LSrZ0Q5-M+XmzfQ|)Ilp85<zj4{!FL(3PTm3@A^K)$(^kQG<|H2k
zOdGBuuY~d4R!<zuG>6QM0e`DKQY2JaaI^z(kf9|@(Ou`_x;4k}EcUNHZwXj9#d|$F
z&Db}+r0hP>`H9b~6P9SMyf11px%N&c(@U~>z2W-cTiXkk)x>fm&J9R3@5=Lh;0HR)
zHgp9J(9jYZCGzLdhWHo5JHDB(I~9QPl7%)X$Vb-*G5fD+X6}6Uvf=)Coy1<4*lHl^
zS4b_x>iT06IH;am$(@V1%t}TJ{}iYB-D~YF)3Sm%?7NXub^~?>U&kHC8+%*T$*S;R
z0@$M@GT$;<DihmX$MrZ+X3pW1x@Y5Io6Y~sa3lrsVdld{)c#m-4s8Mo6*WK7B@m!6
zv=7BE`yG@wC>-7td}D&2zZ?qXW|KL?giusCUagYq&JeD1+zn!I6ukL*dFV~3*AG+>
z7XbuE7|NguJE2al`7UE-l1Kn&%J*?BtT+%<24#$lP6AfPk*64YEdiFYqeb%?LH#6g
z>$9ytie@BraN17XT#2=yHMpxCeGSnP(7OSl!_cyNM>hpQ4YH&|o>sk)6Maxz4{yHk
zYzpah|1M+LS$b$wk?qw!Ba=BQFCLy~<AZM+y@H)fnI44BdbWWBb^XqV-cQ^8?Sg~M
zUUE7*)8H4Pg_M>eI82**cS#2lcr4lNGP}@%@9|y6BJCxoKsf2(Bc6nYw)B;HijDlS
z6;PgDDAg@{#|iF2I^9V9z*n6F?21#vd@FO$vM!WM<aT7=zOaoS>RrDfaA0c$Qk#>B
z&K0GWiiL>+S@_9qnq}cbM@aHePZWSUBsp7`jqD=$3A8w7^jJS8CtF*B_U=Aqb}+Xz
zxoP#)p;MM?<G%7oNvn8-N0Q8yJK=JtaG*Ds-JnAf?6*Ax=X#TN20PGmADD;}fTl$)
zfg@W1s%i;JaAAS`0)fKC<Az#jnz$yx9A(vzULJ9{wp)$vK^-{MQ4yTL<li^)ctCHn
z{dB1u<s$gjj#|aqnuoYzKTYA=jSm$!v*2Wckq70xzSjG6t|BfUY5kfyF@AB$SWb%H
zHNft`3#KD-@52Y^r^_}|-zcuyqPls6)hjv9a$F0?5N3A)NoO%=@-ibt4Gx_Kp$6^8
zy0hmWX}WaXgL&p`aCAutl`$|H?aJ}o-&!`jwXV0y85l!Ma4cd$&FO!Xy>+>Jd-s53
zMUzCU{t28^u7Na?<%z3It^#0`0V@K%)E%>`_;vh{mUeQ}KJj`#KOxT^voW9MbmbNB
z(=33|d|L=LJ<F$wk6c=Ytz`(*)L4KNfD_%#t}vJFk*_i`vu{Aqf(TQ6fKyt0uK7|*
zas8$1!rOzl5!3Z^01*HH`VcE$)o!KCj%|Eibdq`}mK;~J;5@}p2ixzf2*jM|Xp-bl
zvghL7Q(Hk@_ws});^szxvrzCT-+lx42Jjo9qXP0>8YxM@;{42B2}~oqTr`*=YrXnL
zMBuJQi2@XrnYfkdfUwoO1Len*yH?5Ha8wl-a}>MmY3(B<SpmCBIp0H7xt?%PbfJwO
z?V&2RZ@82sc|aD_3%*LbSUF7lR^~{0(&i7pgOi8~1RKE>ZV|05_7>#2+L)zRSu(OJ
z6R+S-<&aMZBAbwl31hAk9sJZV_3AP`81&i{@~2OyFXJ8_f3xVMV>~(iVZ-UAGB(*^
z&=T&z*eSl0XUUT)-dCQmhAEmfOzdGHrKCE2$r1Rp#_R-cs3hDGAiZ8*Y({Pe_JWPJ
zgwZEVe8glyr@r<xXHk1C0lauU*atSQoOq3cD<L$z+2kYZyG$5-)#z3E<EiU^B3t_t
zo)~ypvssLGFMdUA`6_`Q2e|2&<y_L8LY&fwyhoY@%Sq0KNy_0H51rua-vx=i`ya7U
z9g`D=ZUASzsjImld*8Al>=1OS)?E|!sEOvjnN%N*eIkfup~qZ<IGys>V)4I7G`r=0
zHqS8cde4oOtmid1AMIGTVHj7&!!WiRC5(J|qGUb)PDaq{AWXt30GLk{P<)*nh6jX-
zk~#1L;xgomGO8dlmwS06a6HbHtBEhDo0^q%s{OdTRX}@Z|MImyOapd>D>ApP^u=`Y
zs@bMb!TSFaRsYC_y4ZPBTW3uxyQKeGNV>#=D+1ODLsW6M67(F)Yu2GGtLO?VJ??2h
z4{%S1+z&4U4uAlA1r=LfcG5*Yt7nj265AD(6bM;TNKdJK40YrPWk3|qEWnLMb3D70
zV&9S%6E@^G6R-o4gPgwPv}g3}Qw-NkY|;eIP|*MpVLLDQv?680+dr9LyhHEClrlwT
z+dRnHRn!ea@?%t?9yT9O2e!uQ7UjE4D#g)a`^jv|F2s#pWB=+?7nzLQXMAFWk@NjR
z4d;mUBq;cap<WM4`2_MMfHOtud7~51`(~5>+G}H0s}a*ZVVJ7@xM{cBVkD3se{=Ga
zwmo>ClVbRhH{?Kx>!~a_fA)3U>y85(Q`$S(1Ju~4(KhB=>U`oSW<l&|QMY_ZU@~=4
zQBSb7<yXn6;7kuirg=AI%G2O;S*LhG=b2dH62(u*BF$Ls_w*%UX?rhf)KbM)I~~sn
z??X0KwwJ~YV`4qZJA;;$>TtZ@VqYo0_iR(MhaamoNDe;}%&)5RccpbM4t5-_V;n9#
z<jnL6o1L04a1Sh24}fNoT&rX3RSC;h1`C00-9b^vj(g!g1(MpAE+3vV019=%(j7o%
z4JE6UG+|UEm^!*djohZZ-9lueTpaX?cUTRmKE|=iwA#kk>yGN$?6ZB)!~Im%Cm|%s
z<{<0{%N3L}F4&1{E#d9q;>R|09rrai?%`3o%+?0<7};CBE{>}k03L?@Z0h~6U(_Zb
zzlrtpP90ATerSurPVAZp2tKn2C;BEFuz<;kK?_P2K*v~mqwd|Pg@n^ZZ}J-2yFsbs
z3N2rcq_au4hQ_lU_e2M0EJ!}H@iYFlP&06AskVn@P7tajV=|qwI^dT3{i7Ei{S)VW
zsmx3ng0u`_&V^rt&!5XuDb0)iXEgaeurGE$3phY?{ZrU-({IvR1d9kJ)2CD7Pu(Cd
zfsbkQ$DSUjg6!mWr?u?nq8hJ9x?lZw-jKcf!`7+Ibdd?kf1ryRLV&o6ENoSWvsI&0
zv*9eA(YA|aAs<Z^uzhZm22!5!#pJg`4y<&I@UoS8^^!;vWCgimxd6Fwocjy=&Jtl@
zm);fVsr=?c&{rT@g!_Q^VPt`c&XI*GTl{W#vhPFb-bW1GztU~rF}wRt1#YA|zK1{v
z=7J9e)DIq<9#+YDWPM%i+bgtXH@eH_TP`d9oXC0BF{Hn-cKpVG5IZ$@q)0J5=|Zrf
zmDsQb^uLODLc3K_|Kxf`2$g;*DU}J0Oi%!Mni)sFl5zVgU<ut)dZGuvSh5HCOg>WD
zOu%PDZnYUSwf92<C3JqzgxVoV8CjjlJU02E(P=n2om0Y64#g-`^hDqn;m_M|^G~VL
zD_>uV)Wz>MEXmAH_^P{(Kvw6nQ<4v6%G>(xGD7hH-D)~vX#-}~`Kz&Qe44m5C&$sq
z?%2D}!e>F*gWRVVTG$hIw$2+~Xdg|{!hV{Zk8Lqv-9PE?X~o4>;let%G!cxTi_hIe
zu@Q!c;Zzas{vdK>NvXjS)Y%}!9BhKZ)tZ#~w;wDzeEN9}WdLz)EH~s36S%T(5lzm<
z+$-L{kh)jv25;{VQr;iGtKXcIAE@ss<v2*vz_sjKO%W!239)swE(hHG%3x2OZK&CU
z3jrA_qZjA(voOkazdTx7QW*2|n`p67m%m?mEg5?+0c2ww@8oV5RjC74H)_CSw*ByA
z2*2o3KRuGTMBv>mA3<F1Uw@q1@TAdj9;BQ8ti8qX3hl}cTCM~h1kny-{6Y>fAjvDm
zn%WznUIn$TdYg>lHa+30?c-8O<*I^u%aApVzUWYgks&LOL&+!I2PBaIl8P)OkFkXs
z15tNgPM=^-=%143oe?;(m^U2Jf(=ifWqUjp<a7?{WM5<(!Z@qsv#mM}lf@Vz6RstX
z+V9U*h}u@!h_5p`*v{hLQe@SVE8&B5v3&){ZRm-)X9h4`9)*VtNn}@ky*NShzGY&e
zKI>pQ^g$T32fl@%2KD0iZztFailDB$+QSB!=vl)=t*9vjXl)HmHYy*AT@a>n8_Z2#
zVi3RiL{)X-y$VYl#E>vvWhy%!8NI1-z*89FQmb9%-Hpwhqf$4jA|MS{nCvW(#i)s1
zTGnb;Fm5AROTEor{=06VSKwcbU*S-Vpl*<8e^po!mpYI>ohu@T`ncP~fS`(x2t^po
z>4i&&gLa{!&BYq8Zjo7%^Gpy~MUdX1qgeQY0Z9~E1?)3F&i;)nu@eR~s2zAx`$<XN
zD4`+)q%PA^YLTCyY7Gt<E`x?_rg?7)&h&$t&)dQy#a5O`DZ`0^jo%v9yfUv}Zuc3L
zi68$MTF|;c&9|X9_eS^9m60z+^eT_JJ7K$d+RhWF51pP+93^j@g3#jeY5JDcyN}*9
zz*D`8eS6_pegIW50@sRV)e#H@dpYf5=PJ@;f^Jh+vrh)5RW|90zCrPZ=5bwpA~^Ka
zwSTgCXP=|u7!i&<Z2NGyeas7)Lj^8_?9FmD!6(VyJZ^KOM7~=%TK5t78G_(!U{f%e
za!`gDC5k^v7o$XT0v;vK*=<LiF3Kq7S~-`l6>pL3;Gk(#V1DM8>gX1Fu&^qIY-klT
zV6rWMS3O^-pl<*?tnV_Np2CsLtrhjzCb1GRWt*{*Mv`k-xvan0JMtXax2H@j8?8a0
z)cUH}q-|{Dbpyt_=9<>Y;tNbMb=)rh!PzV?<M>7WuJ1^#BLK#)oJCNL&q?WCtz1P^
z2Gs>7;Sw~&TWDr3)WuZuAe8ta-B3TOd4bJSCy6c`Q?4r6${j^1`eggP3#3LaO3;mi
zvi+lNk-7xi&LQzgx(~BV?fOph1VvYl{efN2#dx+C@{2`5+>j$y;QW|ysEjj*_a->Q
zSpBBXAZSI-Q;x)LA71LSpB#v-26@FfO6yXGAYdnNmu1~J2A=SM6ad$O)vyRQ+{+4@
z-+}qusYe>k+t5@i?rEh$)e?DY>-iQo!|47Z;<d4}_I2fo{vM`+xE?6n-AK~8hHDg(
z69>5)q_hX<w(~BSCm_J{!SDm?js;%wT`!tIX7lO_Ny(S6PWX`Ib1Bc<I`sw7PYH(Q
zZzjjfQG=c8_ZKee#^_b7U!^xn0Q!pc&UfWp!O11fH3kKFJC1j!tq&sKMq~x*Rm+(3
zE~uH+s+$V@UN{W5Y2CU%q_UyQWdC8k6od^FMHc2e-sw;BXMhLQVor|thrXlU=v*LZ
zWVw}U^~}}2>hLM{)ykLzZ{CU8jYF8eMv#$zI|K}5)|KVwy^y%Z&`ga)EDhb7xkupH
z{aoVi$5rdbMiTbU$!|Y~>tQQk(%?s={Ld4LXVe*aMq&UliMKRfXtDNoR&OxM!K<o&
z;GSj8;(>cMlLsx=PVO_IlMDU6aZqqMs7#a-5m9|sK&jMrW$OLT9YSgb2nOnM=tEjJ
zQ~XN@G#E<JQ?&A?NrRwc9qxch*Cc@;i{c(SpN>4m0bu*-9MvT^%byqsp&=`b$2`+X
z5CkQ(*&<nf-XAo051~w1!|Nn>d(q4Ph+j!7xC0gP^8p2V6o`T&bDs}$MnGQWTv>u?
zQSO^a1NY7$h24fzJ|J&53<CUmL>4#4D$Q_zzo>meeTjqZrbbc_QFa4xSKo9gkPD9L
z({FRR4-L!wlmS@rDX|~85JX&bZ#3fInUy&F{^pZri;mT`jvF28QcK!7I|%mT4U!#P
zdvH8<3!2Zg=3-(2#6q;(nwGrfOW|7QtRc?@?x;txhZ6LPfe3btf-Kz`dkb|%%i85f
zAG~a%j)>lzVBtqYIAY-MctGJi$E{rYZQ{Ds+QAzqPjO=kbPgBpI_uwIC{)E#QL!rz
zssR>Ycsey#NA0I83Nc%zaUuA*hI$+#N~O*J+@$TB(09c3Wn3dxLwY1mdw9h4QCO}b
zA1XmX&FnHS>!d>fX;qhY+_dmGzo;uxc|ZIRSvo|XJ&kLfv@L8XWQY3YpJZ(IP<XFx
zT)X2N`|uJ)r^6_K%xE2INHTe$li_GZx1~s$Bx=qdK~ex@fp7X@R#CaQDn@v+b`wD_
z<M{AO?euOoNF}(HNB0(+_qL_ba@C@~>PZq1TvYu)PVuq$JFHB*3nC^RSx|?p_g8+0
z$TVwHv<gUzhw|NHceLoQ|C(BzD=8ZsqJr$nr8nC)XLWpS4WVcxD&GP0cV_RI^9Z{+
zel`uh{-t_PLDn@me!R&|p&$3s5WPq!cR?t5z?`r@lB;-(Ldm9f0mh7eT3uhISewc*
zC#{yO;V`Oj%7jhaXSq-Y?S=n*E3$R{<J|aNtYp{FY6u&MnQDdUrv1EW=Wze20;o5(
zzXW=8Mq|<`I2JEZzX$RJk&@Zm+4NYd;!f;pK<e(-bJyzU8^;>USNdO@a&3yzT^F3m
zzeMU2LKXQiwX4-Xuuv_<<UruWg~0+;t24_r1exd0=&}n@&A#~9Kd19-({xPP<g}4#
zK>gWf>(7JY0f?^)y?l___@eXLzS5|XWz<EbS}0l&He}_)SRUm@{eE*f4|B5t@u?Sk
zdkKJth5W76p_{9-Edjzu)$WUJ#KjWy#B(J^oDN<zN}@%MC?;RqnNU@nFMwY7mml^q
zfHp`5oy42hVLqHa)VrSv2xRMtqAXqQXUcX|N|kR0?CLxw8jx!5YOu!|rQwGw7;93b
zTKymLYX<LOaAH8ISV`_GuzxwBpP|Xi*a3u)*)vja{kaDM%%YPM^b5do#Ji9W+Bc!j
zE}b>O7`q5+fA|MLt|ki-ZFUf-g7k2dPcU?h9Kd2oB4Y*kUd9^u4miQcJWu8Q0y5$U
zPc)NQR58CAvBHGDWAIl(-S84oH2w|w+CSE)|3k#MM9=QI*iv{8Y5pMC!2>3R<avw9
zW<q0f62NOF1R2EFRPh~{Qc=rg@<9;or9vO|tnbFcG>}Ofej_nxU-ez)GWdD2f$Q82
z_Tg_h_@(%4aKA)ziqEO(CGHc=z0n7bo2&v0h^|OuU=k%1=#gh=xf=C2-n{;zkC;B8
zIN)QJaf)ZBc(u<{)Bu~^;4qI>Z`&F<)-uHqTwvY;AT6#sECkz4Phm5ha%2+QaI!v6
z+zcRGx}G$gNX9=JkpO?1+lDQ04;4kkU&RLkco;BXwE|$>_sA<i%mh4QV8Xi#{%GlK
zQNzXq3|A|4A%K;2<HVC7l}vX-zCJ?@YrD4wj{pSMDm_*@EMs^Wv~Ify3C2)uJ8AHN
zS_5<$^a!GzlK?~UST+pHuB8B`kQDL3N6_;(=`MWG{_rp3Er8tW<)@W*j+Rd&PTyq~
zCUEMJUsXY>jjBtPTqTXIbV8o?C&hMB0ah)axDvqNs>uBQX3!4xD|pd=_j`VqVMgE)
zqvKmXDgc1o(Mh){JOTQ*kEZgw!AFzqGPg_7nnx$yeWaH?rL*WMQkMMjwq~`PDuNur
zaU9JN)w2=4Z-&E?uRzlAfif@Z9~0(YTA7H-EB`L@?CD9_h<M&BhX8*4Yw91<iWhUG
z)B1v1ka4|Br9DsF^Op%&Mg<W2vCZc)fAzjp!zKyCeoRj@5&|-_zpWQeY?t^6Kmt)c
z$_Mx$f%9W>sZ(gdzb*GB0MWPH7V#7~30>h>AS(g8zZjZD(mzOrr6J?ogMr(Cf?E=n
z@peUl#=*3hq7hZ(vGl%2;J(8p_0>OwDrCz?McU^yUQxfN{jZbfeS0iwPE4OFGyX#i
z%zzkZL4s*evamzx?eYA<a=~|*e<lbPaWA?SwEpu+C$}x$|6S(!ioC(UlLfF*Q-7NZ
z2RHoivWu<3-0w2men`WgXWL^#oVBtj>`t&Uuxvm7<7Ky=jB=0)1k1Wygr*{M|F#al
zi}!h`z&-w7L`wf9w9)kwxxnN-v{2%xDvw(@BudLF#<!KS$CgJCYLSBsv@=yQnWJLs
zVs#Zmz46*($-`h@hKZPp?Vp^)o?f+kc@EXpA9cGvR^R<DmL_P#vKoZSKTg{q_nS<P
z2_3I45rJq=Y040!7S&4iU@FMb9uj_D3k>=JTr3hpx=&m#@#n<eFkJFP;A&g%8%Ehu
z3Qsr~{~R{?i7oL&I*1W>Yt+H9oui}cyVE-~G$2Q!NdVB216?T5Pl6lYWoC5&DQ~=c
zBr-FyhAkVv7bgOkBVhKPa^&GzhI>J-f&*$%@GXr7s~~q{aPgMB;5=Fe$dzIhN+1so
z4OCOaE7MOSb)nP1Uqo>l9A^Q`rha<|_)_Vkn>c-bjz{zAItXQlkmd+qYDtYiasycz
z@pgC50q!E~NSi#cHdY@pixtQoL}Cik09x90_De9}yMG@hF!!^7lJ+!ueb7AY4dEYI
ze{u$A5tO%B*7MTYz&hiB%y#WWNdg}lMwZ#vz(gnOZFeAw0F30X9|5)a0!t9eE8PG?
zZ~u4|<tnUTq4ZVK;V4TVyg#)7I8c8)t_pRVb)zJ|fXO1+c~`%nxTL=$mW9F@@*~Ld
zA0wbk4ik*QOnm{byEfXE*o?c?5fsWx#Zm;Pf164ycLP@znOz~ZW-MA`pZ=A+COC*d
z6I-F0C0ikyrN1m$a9{AZ7ky}Wy)>gfHV8p&MH+rgthz);`B&h5ufZ>NMasIQvr%Rk
zpEdG1-gLNw5CW$uf%j4VF|Er1K7u6T{TQ#!gy};KQ;#(2HjrPb#5PO7%Kf&se;YA0
z3<p4X&H*@cIdCL6v!$PbotndyM`nX1pg#v0=@B|u`0J>)+*q*2GJniEZZXtl2qrxf
ztp6FnxcCHyXtL5_LWA?V<t4Jx0a(I!tzZ5{aFqWLoU{euPl43!$WEY<!564iAi4yL
zFPIHQz<$3RL$i?2(q2SGsaIfd=;<1p%R~a2Qy%tBZ!!~sZV)XkHlQmR@s&M`KDu^~
z3iHlfP<RXie{~7%5_QU~=~(=|^jjI}o}XCspaKf)gYg!4a@CAE#1QYa^RJ2~PvX2L
zp{MJ;HrC!I1A};`e8*abv+-=pKxhc}K_J1PW70^#+J<mhD3PoOir+7fXqS<ub7H3<
zWdATyPx?*X%caV>XUrLqfYk-~@WMI-?C2jtd5J&(!Sesz^M5>!E$I0%S!fa%^cRC;
zz<_U+k|1RJP%{C>U@e@E`XO8de-q?d8yyycxr|7GJ<?!2(0%!_UDA~T-#5Rf5<9i1
z3Cjk(%uk_4PN6|K2ddEArRxP06|cGk=;GB}u=jwGbPs}N0Yi{I@cfL$7C;uZLX`pz
z37%a@5>Eo@S2htfn~8vpS%+%7f>2pE5M}yJXmE8F#C(JWbsSB__(sqycJY6MR|h?z
z=r^f@tH5Ob7`v^1PLiSFX6+&g;H7j#t(JSZiCzXo`N#5XAqirJ!ET%bmcX~nQ6p{o
zwl$jwQ!Aa}Cn#6bQ)~eN2;|?b<D2w%JNvLBU@bJorb<#<@so5eWB+X~9lBpXOLT%k
zSs$Dx2bBD`uR{M#l9DVogEjsxQ>dM+uaIII%obqxpi~VvMEZ1`M7cedu2!g$l~mu_
z;;cWd-Li0V2U}p;@z;UGis~&;z#%)2Zw4#;!({!POkk&rqY*M#QZ(f~Sn*j{76G(8
zx>ij6O{CJ00&9P~6YL4~sgIm|O?81UUjFf_Xwfe~lzzxOSyX$N6-=5g6U#Qe$pt{V
zwr((qe<wJ{0dKw!kZ4{SOx%u8yJRK*DA;}A@{?(SR5E`>asFOw>eJsX9rA>s-e-^l
zkM$R^R@(J6=@gYBd4MS#o&C>6QV}<!5r3Jre{Ey%;^cADvR%)Gz$NcBO^NXO5#G*W
zm0fDC`Yy9_%XH1sxGe+BTy-3|x3E>B)bsTPH{hECNQ%}i$V;z%R0I>Yh@OE4-IxE{
zpx7a2sDz7>GM|ZkPnNG9yZaj({IGv6_cS!Fj`Uz!Pytjqc(-J`5OuHodgS$t@RZyd
z|L6+GrCe!KFV+T5c~oWqb{Hzi>XCx2yaR1FMinmDpOT;Z8LEsISW7$0Rx$+|MZkD?
zXxq1Q4pQ4%*!_@T@jqO4>kFp-jGDRn+honm#-BxJW;Xu!%*GO}^h)^<p5Bs<;{<(9
zmGxV3olo7xs2)h%pYai1(0S1z=YF)fb?{@!!8v9P)rHnq8qYqwlr@GPyR^kK+v!by
zlCJsBL;dT+khY^6uV6Wu7!X5z)#m`lo-wQ-d<t6#wtbokzV#*WCqYr8D-9)5cLeuT
z7^MTUauZ%D6*$RAtu(}0g!=2_zdbF>yMUz#q;AP^@VQ~lx3C->NXb=M!W6XBNzMme
z77bKlGHzj~EJ{I~b3F)$tRsy{gPICB0YqskSe6|DTzKlsB1sh6AnsDgqvnT)JlX<o
z0ybGLpGATdDGQ*k<a%)6mLhh<OWoshG;mj_yug;c02)m4cLr$_9$9h#)ixn@kHxyc
zuiFJxW(mNB{UbD#K)nE%UJayK>b5OF&Ajw~{z@mKZs8Ydr9}qeLd#d(@`1LkCz)PT
z)%z|3P^G^u3;M^J4|qEUfF^<azow{vOT!X2urHm4Dp4$uN0`_Q!X&{g5DzUm8C^M<
zc)xN|7BtEQfz%Uw6L1PS7s&N*G8a32=r`$^3*gX$wqHTE^Cx*AdA|wO%tfGCGm|hg
z2{Y>OuVE8Ne>PJ2k;g%XNd+TKVyYB6vEbR}<gt}kL!4Z_K~>M#*nMC!>6*T=d!?Dd
z>0>QzInk;AZJ4Dxgo3-OAX5cEy=~LgtTsT=^0#QKTo&nu#&?WG@e??ddL|7WC7eH~
z{~WV+yT;3h1`8+Z>tYKQ1t#67!I>I8_HGzebqKT^o1L6~8eAc{sZ1Nl#w0%o+B1;R
zVpuSh(k5$UQPG#4rut>~@Kt#&BMsg)hV{z;_aT%2RUaZZ+wTIRbahXrbxdW<?2M=H
zc6ndWI=ptzyeN|`rhUP*b&<zHHOE&h^{U#9zx*L3X6;Autph5#i|oH`*XX<LRn7wU
z89(GN2nX0T%ImWLne!j@Q1=&5dX#>8)vL^QuZXtw+6Ppk)uX^zq8A+m!#lEj`B}^A
zt-VfBChKYcL;tK~mA+Hu&UVdZ&s6R>e0d2HC|D1BkX;T2M;<MXSXfbuAdiAR6l17a
zxDw6)VqzviPq^Mg-a`|%g?RC70B%ar8liKTu(%hn<)RLB4~Xw#xy0M>Vahkg+y8r+
z$KQ%R<OaQz<HOLM>F@>JF-_EJVhge|!A=0BdBo)A=R^dQ69W(ED*D0vJgOmAQP$9I
z^{z|Q&)8lfiFM0!L5WUZaviLOR{thc;}HbcoV#!<3LHvDmW5@hxAw;g4xRmW6@UW=
zQ5<~<`{s^KT_awd)qwY40&CUtEq?c1`HQ!Z^}a<=$fb@_M*Tz2g0&CyS2;^|y(6|C
zu2KA%ogtarRi9>AdB4zeq&z{fVFLSu+bHQ|g$YRXlbJ#d?>Q<YDN)jsPfNXiyBNCF
z^22W|Mk+IR&CJ9Pftits|6ST)TLBK`YS@woR({JF1>JcWwiIb6p8K(KZUR|ey5QO~
z4~JV1yRz5Wye64?>x^db6`XH^^Tl5Ql9t~=Jn=ptdx5jRo7sU8xVZ)Pqa{X`DO+!Q
z5Ip42mR;7zq@)|?z!9a}wiJ^iB&R`$dNzFd)FA$nVY45AT=Cz7ym|Qum3Bl$m=^Zx
zMU!yySwQF3ew$o|{Iv){K!WhO&R3%AU>WfPapONWvi^rwB(`1hY1a0B>VdD2SKA6N
zZlpWbQwr{yD#cgwHr{f>r=<8Q)!wNvUa{ynbOMU<C+z3=r)d~LU8rcha``X*5iDZb
zl`BdGMaaUd7>m@1k~60X(ehoyD@X@qz(vjPp3qOMIaZb&?^eq67J1+Fr)hQHKB4qX
zy{Ifl?6Aq98lth^3p~2%Rj9e`8)B|?2ffZx9<SIH>4W3zr2}g&L%}3NajcBz8LfdP
zlDN_C*Vdaqy})K!o2HBe7{Ik!kpsv|e2*-=094co&>$l&Hwu~-dV2~1%I7{EoZA^P
zr)O^hhod-21{wjx*J;RB=u3qs$R3FyP73T>OC4Z?0)4=|*{~oTxrUucr3%-8L)BOT
zICeFjLq+C~fm1Njbh9ql6sW>2kd$ci=ytN`XFwYY3Uzw{#NqD;fNeh6ju63>T<HNU
zyyqh{s0e66&A@=<1@6!t)YR4!0LD<xl+x$@d8qO;Bb}Mk89ANNs2MBuXM;XtPiOY1
zncZ~8Lz(fVX8h9`PkJUgnTexjV$+!@dL}dRFP}qEL{^^Y0eJAZ>+%xic7SU#?K#5C
z_LRh6CAa%n$WdxP0Go7GLlY(j*#vJvdiQ+$!gB7#%Hvd~*&*i}fcbDg^EfWT+r31e
zDcpknFql%YVn4QD{`X{(hD2X*qMH)#P}wqQhvuzmebdm7@7RN7BB1WRH*4aOYSp>M
zhjRy;)6a=>-oF7nEUaA)i7Ul^c_rm{12FIf;wyjU3X#dL5}h=Gt1(Xd{YOJjh^huD
zQp=zNU0xqo98l62j1dck<pUG%-6ON(nlm>^9N8V|PX-%@60iM3GV!108=cRa<{j_Q
zeD0$8!RekyJe7uu%RvbSCFyWVf%&TaTuu7Zp=EYU2F8z{NL710`q+LFQb^6THe*a-
z(*z2s!!94KFH*5_lP-i-KI{MQEB`zWIn3mDnKyfKQA@CrLQn$V5J`PIPlDpr-I^2l
z_@6Pq{$JV4{&uVdc%y%(kpAm`KY1eSQs1xl<U?KaY|e*C+ax0;M%vv6&b!brKi>QA
z9sMqXNe*FKz0U|!af|Y+WzCD7;gerADZK{*S6CD(0VqBrsry{d-a@dFRDZ9}^|-o%
z5`+22E@mq&YSH>~Frs=eB^-(SXeA;~caW=FZzjAuRSq^!eZ?=$fr#?-w;sT%$80`R
zd;Zuz)cT^nx5~L(I_vG@<>GWv`jh9G^K!elui3gr`onfTy&Zbn|M>H+9l!tC&~Od<
zh|48cAGbBTc7nfItwGxaTy|N5K88DU-o@Ex4cglGjL(n19KPt}3NF~Yp9ME>->$m`
zeaOY#)y-$kwyitYpbua2aq+tBdBMrYMb5{|7u;y<dBM}m`m&R=%bIPvzkRf|xs$iY
zn%%#D(LQ${@1rhW#-0~1dtP$6<g;ei8uUT;3*d9W|I!cI@8axv)<q73k^B9n{AZ0N
z$@<&9i>Fhbp0T&_xfsD8KGopi+~{HaW<=@X^ya2QcHmg%)12uxyPx-_rdT~(w`N_L
z+)wM~%H6zoZ}I(ms)r7(HM+J`;T!(Z)&<@l{mO~u!4|5?q5MyA6Q4hQPuMZ}N;sy+
zW~`cJPkKAvQF5x5Oi$GNi3;~WX)wMfHhF8DAs+b9^TjwLbQYiVYp4~U5k-FzY9&8=
z95qWmZJew|GL}zM{pB0>Csor9tO?@P(vatQ_GGoWqBUN;79vwaPQ@{eGc?mTTz=-I
zxhhBKHNp<`T>Sl2%=o-g?dAtlM~CAx=FU<Z@oPxNXzbm$w7Xr)W$kmlHd}v<ySxQA
zv)~PJw)AP{^L<mdF;`BQmKN?jt2S!8w0G_&^Gr9Uo<)ep6xQy7e4az>Qht+F?2-Lj
zFUWjNS+Kb5{7F;e$?qguwChEM1^Oo~uO7eJ_!Whkc;c#Ll*4>Kl^1BwQI^{XK5%Ku
z@<M%G<uMF5+JDTL(KE0roV6*~9`3?N#Pi=t!iS&iJU@4SG3#mDGe|YY?dITJMXM9M
zvG#)e@jDgS1Mr-ohkNyu`s55B91QsBr;DmzVf@Cl6>C4fNuI-_Ck{t1%F4xG+Ptt}
zNzsGJqr)+AoM;lC_-*al!0|6tS5bwlIplcqq_JJ&HrcB$lnF65%?;hI9XU1QPa1r!
zyMKM6Bh(oa6;w>{)pYT?ff0K~qk?-D_n@FX=L0L%xmlTuhP{K9$){Z+ubmB*Bsd^_
zlj~=h{d`nor0=PS;%u$I=-YZ#`R{JD!~!|vp+`qJM^}2+^KvG#2TGt$POU;(=<1`)
z=zXsqjl?U_R86xFzE2uj(Kl_S-{vwJbB#LsV6ko32;H-zU19euo4vk0&+l&FGd`5^
zGP6g+jWIr|rpB05r)*9qd;8BTcWY}ga*%X5Z=(|V%k3$>Wlhs~>tpp_RP4^Z7*3$S
zkG-1kU^C-V0p`Lf%MYujkFK0pyAU5TGXH$*MY$tL^S29}$1H2ZJZq(a3@B@Evk7@a
zSu;Pts%1l)OSI(E^~B+=lAYI0hDKZSzjt+^b#!zH^+l&EezIPs{krRVW#zu?j{g4s
z8tsx#JE=#&P3d+Yne>>L7)?s4m7UvqyR2g@&m^Pr){UIYN2qs?_f0=r7p%}1MP)Jq
znefH0kFYr}$IDm59dc<z&8@uI41Hi^T+qmJKl#vp$F?i><i<JQ%QX1dbLToSI%VSC
z0#)mJR6=y&F10=IK8{BA^XI#GEzZ!u2z#uEse5&|%_jagZ<4#X`IKK$Zdh3mKiR)K
z?3vJIoy?A9Q<`%gBnJ*><n2?dK-W;@dghPx?h}2yFWGe1WwXWl;0sjUB*cBTp6zJs
zh`k~&4r+Cr-`g-d-t9q8J1sx2WuD*iFB={2eR8W}4)nF?IZf;OKd_oKmNz<^I7h25
z(fji(Rl5s6M?2ctU7h-B;!zt$k5V&P=@Du90JBrm?1+B4x`n1a6!+9=PmoG3=B$`j
z^|Zt9Nc+{6YqhtU?$PKLG(EL`9gEQD2lpQPRNvq5Y|U4N>i(M>pvgO`Mh+f_3}1ON
z%TrUUj-A-@)W^iPCrTER=N8-YxXrnzJF5Em(YwKXy$#eCT<-2xuZ2aPHbL`WIQ2B9
z3G=NqIo|VbCER;lkdZMon$OS;36B?WX!2qMQ;P||u{PU_2kQJfd}H0Y$Mz4IWXk>g
zi=Znn&uBN+<i<_WA=Ocyxp>@gNk>H}R>|%C_w$+;C6BaT4lFR=?+{UAyY++3@rCnD
zGdS5ro%cB}*F_qP@6ydZKT=WO+S(er`syS1h#luXZOz8^9}T}&k2+WoHck<r*PI|L
ziV}{E9G=^;`(lDSef7qlvV}trU*zp+`gZG6=PGT<x{UTJo7el)HJN$6$n?lgn}SUn
zg6#V3C>@R?x(}YErasztz)VH&QX(za>rpn2jB!xx=JrP8I`iq@`qcZ6e#||v&gt8;
zI*Nj6UrN*-m7fpA&xXHwQZAJS1tuJ7Iu?-b6y~Yjj(iRuvnLsxwI>Knt~^q_e9z<s
zn&j#K`sEsfL=*9aCk|%reJ?U|w$Hf}?@wE(*D~4D+#W3E`Hp`(o{g`=VT7r+w%bCj
zZW{iybqw2itlSkH@n{Kl`y7^h8zKCdFLU$i6GOS&4eATG9#31+_Wfd;uEY-0esqhy
zZ|l=d6~&@%et_LYVS?(u2Sh|Tps?QVXZ*mOI}4z=f{#=p9GH2_F6X4X?dDfU<^1)b
zs4e$6Z03cU%nPSk+vofeHYUDQWh38R%sr7^>>2-Ap)J^}IM-o|3>p6*LTz~P?uHiG
zl{?%vT?j*?^5@9TN?rVH;hdP|`yK%GbU1v|W=q+3M0_px{FcT{dvxKs!+ygJ^S+jC
zqaF&=da!PD?7ENJxEshhI`-c@+ya8$pgL1_SbfC7Hp;&1*!xOuUSK8kZofvzo;S9n
za7$(A>+8jr1(chM(@uAF2C*L=&0ROT_Us%j=RjxYo)xZ%PHo|3zpQ<AG+foB>zb#=
zM4~2LHE(Uh<8`VAgktyROD0d<d3SN>4^h;gEECz{l>B_Rk@RopRV>XDjw-g!UVx<C
z&c1yma^FJ*hX<d@Smsh)hchxC_c}w$+9#jeYO1!{tXEfGHCgkZW#3T#{Pvp`Tio0j
zNw>9S;XLcBO}7rU+oF9l6nr6MyGuu8TUPilpBzTt2~H=h-o7zwPuc67d7V~%aVYzX
z{+9)t3p6gex$T1g4}0$zU0JuaizcZ!sTdX8wr$(CZQFKIv2CMbyJ8y^+q&8N?ECGv
zwe!|#XMgS9^W(Hyzt(DP4b0Jde@37EdB&W#vr;|z#N6+XyD-c3BllYYuw_o-&*2nR
zHDm+jOZ;Rac!0TGQ)AB8tslE4VqZPHvMWrAl}(%QIlbXkA}fbqC|pECkixW+c)M&z
zO7=t!4Y_Cu>TgiR3{hN#TXhzHwVS;x(|KX2C(iVLq9s0{fl!8RFU0)(e9<ebWJOt7
z9X<9pPS+YQBD%ntq64p)?}<`m_Snc&(=*kAMK93MLAS_uKbnXgs8_Y;S!sUs3QLlw
zPmhk?Vhk1si}RLE=nl)ZnavVY*p?k3l1R_7UY*$W211xy#ak~{Y4P#-c`4Ba%5&!<
zd~uMcV3f>aBjl^6F*2%u=-iy0^Dhx!fbdH|dYme^JbkhXZsJp_U!DdRt##)YRhl(*
z({Id%&$bbWmN!gY8W3Ajg<o%Tx*18A3Qo7_Ty8k{OlwvX5vujU3rX2QI8{5Btja#$
zD3Ll?N;b_qQ1nvhBvn#1hc6l>3n)9PomPkf&scdA!AstbU);9Q1KJl%K~l{hEsu^x
zZx~7zIM?3?%fm@RG6eDY>g=bdClO4$K=t&3uJ>mP18*v#VA=2@u^b>ZB4r11b-4O`
z2qlFjoaD1*j=jY^ib2b5*8Ds4Fy+H9++KM|C}UR~Cp9e!6jx&P7jK){kloIy+~?@4
zJ9L<&1DB5_`O)#iwfOE2=T@WfQ~iKnKvNgoUayAgb?($SKgXe}^_5DY)0m5Or>ty2
zHG?0Ywv-m7MAosQk_QgPQS}uCu3Hom=g~creo=@YhxJ>(+jXe-nJkA;ygPPKKcx@+
zQrO@!gyoV7Bqr4#yCHmUJ;2BjE<y7{u~K9P#;WRby{f6rW~0RSTX<m>vRwO0N&UU8
z^{B}e;~u>Z_{tvxGusPa7;KhDqh(0vx!=^4j(3*@5Nn@k=qM*8;X*5|EK4hFtf3uj
zyJ&NfJP0AMG4$__=ao$x#APHU8_I02b_SFS=Wf68ldWJP)5Z@{pD&PwSOT~bp$c2_
z6I#{?atZyUcr!DkKfvccyAl*Y^@<zciPVH*w2u~ui5Vk@oaN|T4t^nzxVd`URhwd)
z-Ij|-Vb&vaKqXFGSX|7uA0<<^jXz>$#v`v%e7;-MNf}TA;zBa6GMA=c50-t-cBm(!
zR|2vu!2q~JW;A#F=>n9RU7;ES@Uv>tIoGr$bmc)yoGsdWIE6QVA@ClYCx|H;bkkh^
zbha;09^LB`B9)NRW=Jv}<+Zdjxk8RL0E~^S->%1K%Gs=bed8~^#s4X*cQZUn*1<}b
ztlW5m#T})Bs+5ji(_?_Fl$l~hU+>eMinGd}4hZ|M^eAg?P*Z^KJeo*0=}~LBOy5``
zJ~S}ERzVUhYu=c=(tVKmwlU$E!z5QG1@EKd=iCn^u!wvmP=h+fo&le|+#4dFK}yqc
z$&V~rbW7E|wv!;11~^}4M#R`(DsEg)@@dT}>N%o3%x$aAyNoR71xEPATmLDT;QcGq
zz@jJkcLGQQ9dXX^SXag6sknP)PtwBN_qUgHe{m^6jlfrh-O=0Hrly5a0kjCOS^T1~
z&uEoqM>pm@>a|MZ&x+wadWBC{T72Y*65r75c$pgYl2Nzw!LfVwbQ9aCt0<FITTh=1
zo$9a2n-hMm0&3Lh^5%Xb?3*i9n3s<SJycUulQxHQ`<$fk4Z<YZlIt}5?cKMrd1hur
zv%>@?4m&4Q5*OqKX<CTWD51xqd{H4jUpunr+0qfCzyMqBUc4zZ<-}ep97hNe3jYhH
z)i2pv?Qi$1QWlqs5}z^2PE<P4qPP>44{5G|RtkMa$S%$t@=8z=`lB+lLJ-bS_^O|8
zL^WLCNAj>&95)H6Ct7cmd^w10-)eQ&yZPo&ULHP0<*!sagVQl{8w2n{p2Njo)5kvm
z^Enzt7@Cs_to1h^cXl+T9;=g*VoIvc)3W@EJDh)Jjq4I}tD;rKDwyk3{IbnYe6D0p
zAeYVdIA^1P5qhrC>zjLxCuRh$mHJn|83BQV3caAdm6IIb@PIK$G?PQS<{aFEullGY
z#Qaxi0d$*fZx)H^p5`r0V5D2@^p6c3>NeFoy;hRzd^6=6dtguL)<}aW1RoF-l?6j!
zuqrSUgu1}j4At+?+b`~$cR#JxCfq^-felVrV(w!nCBL~c+d_gUiQrT`CtvymNSjPZ
z<CPr}wl%pjoV`15edGu%8;(AQq^rKuyy;!e;If5g;!{2iS8qJQ9y@mQQ5z(`Ln}&&
zXC}jS8-0L^%E3=2JM<2$BCEhd+*DLjzUCRB_Su8j$kSnVwcgC*QoaZ*MaGYp^Y+2l
zf}Frc9X~0G$j=SFFopDtn@H;<4lxlQu{+l0`anzh_@zFCP<UWQ>?C5s09aQ1<l9kN
zucQ>`^)P|d#3|sD+hJz$LE<gL6sN%~Q@KiQ(2NjT5<+1@g0op>oe0_DF+6WPzN)On
zi-sD>kXyDisd|2#Pb9Q>oQeKD<xe9aXiU~=Rv>1KU;xRo5}wa&Kns&zo;OGabMXH7
zF^6l>xe~zxj&<6ukKhSjUMw9E39x@e&mug>cSlt+XkI{VpZOa*J!w#1x^>$KWCs1`
zW2LC+$l0^KpUu+vh*WjI(8>fQeD2K94h94zyQlfmj3$^$=W}+lK*1B4!Hs0XbX5uj
zA-i4UZIG;V2PzbH6-vrbLVnTT#D`*Vs`bai7b1mg00^nm%#4}K{i0Bp22sWuq|=rP
zB~rS{QwsUNLAh_eyAqo(5oyLN$#79VK`@HXvf|fXb~Z8UaOBnFrjXka-k)0G@xx$0
zs20EtvUzGd*)#eR;s?uXriVe3>FEk}+|Edt#~4p$m?b%!D1Y$dmCk25ub3&%hda*c
znZE;=dP9XSTB@tHIhOXBGmNSS2!T&=M6=mcFTo(m>4aZ!L=(<HWi?BmJM@RT&m3qq
zOG+aixXt;-TL|z`Nl(M5h1)iT<|cY`ecl%_*Ar{|;qc20^Wn-@nZ@DmZXkjTH>jtD
zBA4&s(E=q{mWKl7B`K9FvsI(Xcsfe%=_F|gxPp!I1bUDelL)(UK#?U&tm*of@({mi
z_6f#n-<64Qig!OD-qZyR;UMc5&Ajij=Ec`3I87?`+Y2KUj-}9~(AMC!+zL8oUz(OA
zOFF<{u`{OPwY^@CNtGvs1sXA&$G(}@78MPO4^pU$iHh24Z>L5PNjz-c2aO|kNXd{5
zX~A$Hw%*r58YeHxh>{AOZrbUd1nsVTzDHNY*yQS{SS~}bUps}<v|?!|UeuHf8f3ZC
zn!<w1q4k(1o^*d{#{u2|^rGWNnoe+S9ak?OVYnjlVfT@#ta-z|Ts@b}3O!-djUp{A
zt!RE!FyuZwPv{&~BYm@Jv{uw!@h~AO_*drzeTxsK8rMUB>d1G+7KC4&x?N6)(Q>oR
zi3T*^6+1MXAxji6iWcbyhy)4c#8Woi4zbvzlz~r3nurWL-=9yUZq}Svt@xrh6lA!J
z)a$>uIG?TPs@K|4<RB-jIT`F0-~o$Ua@4XKwZ3rILlPlX;gADi&6s|d#Nr2mZQ+1t
zo`B$q8%NYjEGjHq_5lNte$1&yQQN;AgBWn6%}g~xWL#>f=o4(q(bvwuB63uX8DE(0
zfL)DY041`e`6lcRlbI@+JGNrsggiIgqHLFJIY%TIC?{TB{o`KUYBVyYf8yoy?l0=7
z01hIGN+&ko1X)Sm>dFrc8@wp#<)TZcQYzo3<4V|vf@GR>0XJ>`>k{G3083DILO%v^
z11Lj}1X2J60W2#c-aSi^2n*3QDHfA?BC}CZjB@l$4EM9?CBa~HZ!tAAn^ku}-{P7!
z^j$9$&EqOmzsNwNRBDhdjJ>~bIj1E@oIalQKDFpsZ)Tj`z&9R)><b#3?Ma+VLEv#!
zH@7FcAxwjCNs_S1fyjHzyu<5d%(%BxiduILuV=@XQ4*OfOQi+k%+P4*Xi=@fqK10m
zx+Uj26W(*+_@Cf8P~F3=tNqHm6rO-fZ*6BZ*Q7?kkEts%dGo8E=ryZn3ZA|D`gx<G
z)`&mby0cJi3z#Rz+7QDYn!gZ@<(Jy2vpaSMQ%;h{vu&IwJZ*HQl%hje$iFOTtC%ds
zebrA%G(M?AQhfD`Ka{>qj_)W>D1s2-6<^!yPAU7+Ar+5{YyD6JX9L@958kH|WW)1D
z>O~r_-FCPj`D<&!yi3LyDy{B89jKh(*RB|~PUnwM^3U|%_Rv64c68vYNv2csn<DzA
z{a#E=4D2>7duurma|`Xtc9IWx;HK;DSAs+J@Px~xqIJf$L#XMxLFH4_#W8t7<^)%7
zi)H7G{Cxso7V+T>IzB;=!pL!p>K{cDnNvd%G@Y!XUa`ysl*KSE!-rWO=LKR3rz{v2
z3l*&g-z_}vck&{rcSOqUb}r+fhCr5Tc3!dztr*FQVb%(s#>#69St45AH;J(tp1M45
zQ5bWD=gS0`@w2JaN%zs=vk}XTY=1RfEPi8e6_cv-i$!d=Q0{d)S<s_P|NJB-_A@=K
z=?49hG_J>6ihC~XTztMBtYbE;E2;BS>^tXTWl%8X5rS6);FaV3j*D=rxD5U3{fMUy
zFcBnfF{Tvrlb<ZW*C}Hn(7bv{z&|_|7AxWgQHC?O5xH{+mirMmm0DDXlRB>u+yAWO
zfht<nN3_Kr|0IjMWTGCnlIsaR);=%=(DR+1>^t?nca#8<9J}YE?V)RT=t{LW+tj#A
zMrN^tG|*(2SZc!7H|7kU`W&a`Ft1K%8FF6|&y1HU>bX&ShXmGj0~355co?Cax1fPm
z`k(uPNOJ0$nwCb_hJyUVGy%$oAUOzd-Akt63bqdimW9md0A3d^m5UMIY;5`k!yO|F
z8`;A=BNDS7W3NwX=xyh*p5|SDs`E8-3Bwmc3r%HlW#alVz_j_+z+h#28$NPdJ!aaL
z?{BAw4o7TFd8tMri~xq2ie*MSj~DW09vBV{Hr~CrZ(s!Kk>`^X+!Yv9hHsKy&(y$}
zfm6g#iyw}s<xi9z?Rq_|qxMp-DhAbLUeqa-;3#aIBK}-l)nPH~i*yZQLG&l?JlM%1
zJ}*iUnnv?u(XKr+oY+$r*2W9KH|8dG<0@*}(Dlb_815pkM*o2CyyF+0AFAPsoo|Z`
zr569`;&Qt5(>u=%DwTlEv9z=lxDLi%>uja*q{HpTe=T(81pZ`|Q^Xe&sHCGTAR1bA
zD}nS~>&+<L=c^y45k8dhJRqC7r(Wh<)y{&6K?mwcuJe+zqa0+yXZ>i{;q>DaBnigj
z*oIly_<XH(iu;9<TNXw|MN<^OWV6$&r?qQBZGWgZj8<wkUgN`T5HBNOk3#x3FSsl?
zAPhnXj4H!Tf|X2eDu#_utJ-Y9{Bb5fdgjuJDv(J<SsB6CYo);~0Q75bECwq7^q5Yy
z_KzAc-BmGM+|E<ij^G-(YI3&EBKy9qYoNtH>hc!Fg9eh(pCx%VB<$@K_)FR2mC~zk
z2?SfYiZDSUEzZE4iEYm2oP&GduB1r<+wfIbp9TA>O!OGK|C8MSh=0JY5CrJ|&rHof
z>6d>nHOvf*%>TvHF#Qcr^Di>xe~YJK{x?m-_(`w)CoIjshWT%?G)ra*gi3Hh+ja(l
z@N%*6aLa}XLV{}_AFwxJ+yaA9<loZD%n5rZVFjgTlUO!6TQv{n%Y&%sYlgc&xW3?U
zwM(U5G2h2vycohLpRWoG)hDvNQyj~f+%IENW}V=MC<6qj?d0yr%t=T{RAan&;#+8T
zItSLnffTEP`Zj=L+MnR!(a_LTS5$PgHq#K-dHC2onoOFj0nta|lk<wcv$-rBA0MYM
zyp+{ei>S7$X=v=G`h?lZs){EX-UaZAhsyJP{wG{uadELLZTYi?zUuMf9Q*lJzGMn&
z7G~zXK6q7ixI!l0Xjxa5AVMlW+rWCvAB~NT_4POF<IXNFT{wE$hr!KfXI9p1L-M%h
zszjm(zURDg_K+ZWgdry2^5=pg7Z(>en3$N@*w|QDZ?wG~lMpuafM8H?_7t?G5?Z;j
zGkf<(Li6&&pmy^JQ?CNH8IK^|_V)Jf?(WXc&febdySO)bi%)Fa+%QmZ;i4*gCFkG7
z^fVigq~lm192>q-e||n!psK2>y4vTN_a+?GEf#<hFb?0|krdQ|FZvh?dEVU5A8yjA
zjkf>&X58Aw#>cJhsV>FZ+PY@=i^>dtbTU3NQwz<UcDOhKE1tz&kRV$qin$p204@UF
z`uh4Cd;O;I{R=_z=0SR>pQyhgQc$#l9J=PloUi*r`Zb%bFtX5yoKRsqa#Ck(o2ef^
zClF%p(#InURQAP}kQjfI#6p^+yUfy6=7AdfQMh5=SiksyPBaCgko*xm=$-~7pUKne
ztS8n`UQZr%SqA>$$k*X`It09iy>EExvGD{>Mn;D6g&d46?xbvaL8czS7u?{Yr1*iH
zq?3+<MG6y3bXf3#KxU{S^T@H%TBWwgc_oJJg^wP_Ap6Zkf*KMY9v%u&Ma=K+-j*%}
ze0#KC^Jslb5~4A2A@TTerKsTJ60JDkR=&|8kdzkkUryV=g~P3XlLHWjj2$mGkA)E>
zh4eFYWk@*<b!4=gg}LDcm*!;@?V9y7yi_hW(RSi3!}6a#`o$lc9Ss?6t-yZW3Su`M
zfB_tuCKiWMa8Sj6j0;!GkjTEOrydxM@AR`$$#mFait-kP5F?N}$oHr0==XD)meSyv
z7ovm=XT$xfa-uUbTqX}cM-=xJHt@IBve-}zU?+_AO`MV8O>WS<CJtQvg@I)M?3`PE
z<$%=)<x%q*;nlI38{A=Dgn7Aw^YCNN@Pg&9_&xQKgyg`vUFdcB*?d6=wXieG!GQ4f
zPFv1Byp1XglTt@d@VzsDM;}Cm%Tc&*)&#V$Rbs790;!wM<%&F4xx96P&$z;HC~dS?
z6ivrLY*fEUgg2hlc~`7d3zNF0=ev?kb{607Hi6ziCX|Mr9Nz1{APCiotdZ9A_g9Cn
zX<#dEcL|BMJ>$w-d82FgGE2POQof%CwQkT2k}mnr84ux~(tAY7D{BzPt7SG1W^g>U
zLzLc!n(k+WW$dfHKHc0H;Wrc_$2N4-j3IPQ>Cp2-@u%p+JCBo4#y_#S(Mg`y@OxeA
zUGE+o*96cm)}u_KqNy6{#`&dW`1t^+zetMw4fy^8?EV41babpt{{_A*e*?a(|AWc?
z-vVDcHWrruV#(>5Y5z0){ntqUE&N?ywoe{H4wkdz9UjMJ7#`0@gI<yx9C_PR*^m$6
zAs>hasap9+zdjC#ygXYtt{>8>L?odE0tSb}<@E&s{QvdKYil<P%5R1!L4Ca0cnk8$
zdnak)`^_vaUx0K}`+W{$Y&u`gdf3h2|9;ATABcW|XHxs`nLyr=A7(d;H>Gz1+3Zfo
zw}*`eziY$oH-+}%_}y9g`CbL=W`2Yvj#Fnc#^Yc-?Gx}W-Yqg4f3rf}${^7NCv&Ha
zXNhOGX9PX3-&{sM-b9qiWh|#quQNSq6|NPsI9$$qd)iEYKR9yjR5nj`PG;Q?|EFzr
z?{P)%mIRX4;vXdOhxJckG&-H0`=d$aD%Iy$6&F;$S)OUUnqDVJXLe_E=kLySZvJlM
z4{h36FWVHpIK|0_GF8PY_Su{|sw^Wn%bp)AjTS7{Yb|a!2k-Ciu)nj4DS~LbbdU6q
z^n^5<PLHR;m_xJY4~_TYQcs6M&mZmaFMFluWS37SKu_M@JFCq$o1fh7Mo*i~?=BR^
z54lRAX13O5y)CIIQ#Y$K^JKqt-z|)2{UsH347T{XV<+B4MSfj{WGaQ>*LGh>3^teh
z_1?(r)QL#MZ@kk|Nf-H~;RNZ_@pSGK_(qdnW>b29GV>DYg0s&)BVxZi;qcw<-4@8B
zDv_k=a6L&=S%zea2gUXE(aw9}a4NgY^=fB-EQLqyH!+YSfIH8A#ty=P#lgfO#nH&=
zGN#bl^-KRLPB9DPD1}-}+<vN^qO~pyDf_}?`qM_*pA=!e&~Jk2JMhduS0J0qBUwGG
zegA0nME~h(Q+K)G`cC%A-E05(?xa=zeXA!xQ)lWyh0y2a{;b{QVngG9J-dBwEDn}&
zhX)QL4%E---RQe*=q|6Xb4@zzhv1M;>8N#0GvKs397<<7iv>;*Jxh*MysqK!RO|fC
znQD~$lqzPcRH&xbuNlucljA!xSq5)F$K0!4PvqU+-LdUQim!V(FXNHAj`p5%d9W%r
ze}^KUUF{t!o&et{jVaX6Hr!}%-?TltS9#u~bID|Jww_02KL$8GD!X~3nZECc?>{MG
zJB^%B*lcu&k$+rn_Z{zPytRHM`3*XKz^gWL{=c><<(x{g@vb*%dzhS@R4KmpG*1}4
zS(2#plz%dQ<@sOCFR5a2;M(!DgQ!z%|K;W7GeJP5(SAKC<vioco)}uB*blo&Yxh3)
zQU8q<bjyK`=1UjM7Eit=&z-&+PZi5#ACR{wcFrfzW&FM01_Kvd<Cz-#J*wm=@sitc
zp}pY$?N$5X0hW4#uYCJ^956+W9o3K-?EL$lbwzo}ar~Ks|9(>HAO+V83AHqT-}5(w
z*wK)jD7?R)lrmsx$DQHnZ^HD?<^Frs{#f@f;P}Ux{}QNwV)rj8-5;p>3k?53=D&o=
zpN;6>+qd7JefKY6@+ZyslV<#T1^%QNe+iAh;OCz-<4>CL?;Yf?6}dlY#$UqZPnz*>
zC;5|R{54Geq#6I-WdBq%{-hay(u~i-@Sm*ePgeEs4fC(t#h<L||Ff)$Sm7z1#b)D^
zXS~`S((!q_Yo4OOsQF9xfAK-zZWIvZTIqi>n4f1<vUNIKuWpZKJs!@_J|#G3XIh`X
z+b=p-mzUYxuJ>5LPWo{w?miA;GP%9jefE2Upgy_0AD;~Adb<k_k9Wotw)B2Bx7Rb~
z*c-=Rt^1e3m+E-S?&1{R_eK&5t`*N4&bzWkFV<Rbe*Mh<2h-^N_I$S5e6iW3gF42*
zVll?karO6v(q%KMXoYs>zlg2Hu7ptsWY5BDO_+~xjs5oa_NNGyD$Q2A-9hpFPj#Zl
z-LaB&<>C2r2rP~=)s*RPC>U@{t$#3??ms%?zh|CowgP8$da))QN+lU^cVB-V)IESD
zNy_H&dB5HtTddaU`c#PqfWcmujD5<-6Lx%__EVgiIqkS9@_$Pi3i-{K&;FC$RH*m)
zJfHPBosCW}jwFu7-o?sm8mWDg$qY7^^R-Xme&^>IN1RV3=~U}p>$N7OP9tYb@}avM
zv9VFZ@0imj(pc3@^GxR->~2+whj&RY4;RHYI_=I>i@gqPoGSfYq)DG7KY8iv=W%DZ
zL(ezkslW$K%Bd8Ev72rQ|0kJjmGj!)v8cKcK;^2%TE)7>2F1q3X4Q)-_xJZRZJ+(F
zzp$3R_J<*EVped@$Ma;PPC5{9)pCt^`S|c`O8QOBQlrHUsoJ}ERYLz(A@J#i)&Ii_
zwKF}n$TmAV>+0(hB6i#YIq^8TUVSS1N<Dw{)KMpY()9Z`oa$M+SwpHb;|!*iocH>_
zqtdA$KOMw5(?2sh^Lr-7mRlhwY;gs}{*b4a(d?AM7~*`w0^*WGEoaKiO{U_*XQxxd
zsl|OJMzOzJUw2^T&VMrfvm1`r4d+gUoHk{zM@iR8V=@0U5KZl#iYIaE;n<V6@_E|t
zRx(FKcmKrkw4#H$^E{#0-bR~@XYzzXggUwUlb2p`pz%T+zuB)ayqOqf{jHnI=_XXD
z^iSShaHiScpDur@Dl%VFn@17HKS|oTySeL*{&=0MG?_}>EaR*glfd6y&<e2pr_`XH
zIgT@lqtauYgvXnN=M{RaY(M=U4J8gn4t^(l_=P0;DS4Pwk9#fW_>^O04QA<fnjKK2
zAHMvq1?gvtjf(!WyXeuB4U)|cRd2%7>S`=ShY$Y0WQTu64R;V`H_x{ag7uf`*F^%I
zdmV_sSK#p0ck77lyi@<R?Ozb*uW<MGo6mppXCE*>AHXE!G=jg;N&Q2V^begB8$B!A
zf9a&y{%4&O8|{CflVV|G`?pMrj_yB_Nzu{%Yoz~<PU>`BFTirdKGTT6fcG1mD7c0%
zFgV`WFh6s=<<-Z>H<<?x5^L%6vg6}(hsg{yBkv`b#j3S9cnal;(Bm|Z3!WDf6D(jD
zATYmxZoVyCTR2v5%s)T>ti~T__`f_BszLoePG?UNa=G2!No1ZtbUv(rRgrW+21x*)
z_L`>J*<n04=3)%CQy|SJy=-rGb8ZVrVD;6y+-Fvn@6!c!je4CwsCL$)Re3s3TJ8o;
z-r6O(HawZmM|M>fY-~C=`kYp89$=w6kCt{_c%IG@@I0>*@9s!sUME+TVR_s>GP$yM
zv+O*WyWDOf8*Q2or5=p?(z!p6J^h@ZL6}Pq;jZ7l!R2AyHyC6I=xVO;c{ie(^0rz1
zs1=yf=n@8An5#~-?ee}u7Qm>_W;-|EgR1^;Gd2lGpJMG=K?_+7iHWM_IJ|33v%$eo
z>&jGFGc4|I*Xh#QJofI?(!pHgcBs$v=5lwyJ>+rLH))k-U0>t4<>0}o=7zqe!QKko
z3T9YjwA$hkcCA=vbYgl(&JNsTz3j+VQQ0&)zT(@wSq<a*V6p6ylZ}C0_iTBxbD#{k
z7_eHiP3UQ@(&4gk-WZ*9eb4Ty^0~U1?^~`Hx_!+xIjlzVTf)Dv!{ydg``I)#)DnNQ
z5tiY0(~@ot+xXNa|14$ku+!$wVcd?Ua@JwCXTBYN`K{GV&m*-b{powj(AM$1lniL?
z$4<TlrKZd#=fl<UYsdM4AJhr+gI>#l{#UoC=i@#WuWP;7W`Jrs?<oMBVltI%u?NG9
zo^L0WOfz6;AA2eeqakl=np6ZD^F9jHUdX#PMe?c1Ez160*T29*xJ6G2D$?yJH@UYq
z4nR4UDK{R9=q;+~*eqJfOFpj0o~yMNQ)Fm9j#k4=IT9OX_`S40^x##GT=vB(mc%a@
zYAc55PWqFQ1^A&e<lC^D(Q6r+L&i(i-^?ePHtc_(cRUz!k=i(<?oT{&*;J!+uvS$G
zpQ|l-j_D%1Pb?x`C)aJXb*7WRy}TK{Ey`3Fy^NjdW=XWNgh+#PiG5!<wSl1>4mt~c
zGOcGK!-j@h{uxlPd+_VR;b#6zMj+6AJBVwP{_e;Y&k^=GOGb6k4i8kqv~?El`l<$V
zdU>{nP{*Q7Q60*ra<EO2cS+1Pk3HR11X0C84z|Fpp=Rc<Hmq=dhhN{XsEj_3A5%wr
z`My51q%2=QdJaESAS0Q-kI|fTJ=Jw`KBid6Quv%JO(e)>Tk+5X!3!gAeS?Ah5E-Ze
zatnsdChQxP8B#imUW(ogw!s-j<=`ASn+K;KI#HdV+*R}F3?<enZ`QuZQNmf{VeV8X
z-6-wnhuN4Ht&W5}nJ~Ay9`GMnLAho!(#Dw{z3X_~?5z4Y7bth>ne?OBdg{==!2`>Q
zJJj}>4PmYrng}Dp{}#g5r&L@`>)rm+n*mUm<9KtE063cXt74`t?&$=yMQD3^dqmJq
z>S4lsT~dj!f(v3e<neJ<f<nfYGPpkqZ;*ET_>jpC8pWwqw~X@kJoP!(`r0b#;p;0C
zDV~nd?w9Q~&IWoKvY6R6Vrz=a^u4ab?PLW;>S9haznzg-hJEyr!YmRD0pL3@pG&Zh
zx07caZIy?rtQY4XcgVCJ3XBUO$E=TVxR#mf8G(T9E)QrNE;M>i%5iB!U>-!P!ECn4
z2!|bW;1QMVkSU5no98Zc%(2x8_vwbzBO2rg_DX)0!U@-EnesQ=4!1_N^0v$@o+M|r
z8^ez8*1b`j+lL((*ERT{K93<jk0L&|A|JaR$#2Q1R46lW#nqN^C!CwFuwT=kI@r6n
z4th`Ux;RSeF`J86lf&EcL0Est%whc?deHE6l*P5Vm3DH|rquA|-iVa*Rc52=PK~sg
zZU_B!I|b$>rGTk1s|a~bRTsq*;Owl-TUE$jf%uM`0Lud*DXpFX?ER~<0h0&M`KueD
z5yFsSVt~LxmC}dXWmi?uj=ZnJH9?cEThO6Z=*GzmL&%2YgECMq)(}9nF~P1<b4x|E
z!}{y#(}aFS4snc%GADDAYZY|Z;IHQ)pVy&}StB=9zo9{}L+$(}PBt7LA@Jb?aUSyU
z!CON?o5vcb@sgJfQ4a|r#nUUq<ppsUNB!Y6q}BIw1nnqSIk&1?=Zmnz=%v@GErSmn
zR}AhdPMmdR#~pMPkM*STS@Tx9tLv{Fk!uky4l$)nY8dVnl|-KNKGv$`;|F1=M?GE7
zDj&x>A16L<BtF+9A2+jO2g#^ECc(i39ceNqK8BT#$5yz&Ix}uam>bw9!yr^>qhWZm
zc$pQuc82J&hZ)%U13Y54sSXG1K^`Xn@<)L~g{ISsaEoEEcD(5GJj`~!H0*})t|{s$
z00n>L)ZtPCOdBy*Wf6l-P9KI={urBD<m}q0(5-6dAOT`K8og<hZth36CzO%TTUNiz
z7JM)7(k5rA-S@Q2P_$0s=l~Mk>KLo_2<a?kAcC2!v~Nan?X8Peg-y*q)R4C0eLSvJ
z;<KvMgKCX|4RjIbAm2IqXsa+iq4*hQu@4*8xwyLl^0@r^1)ugd{W!tevm7#b`&U$W
zC>Dguo2QMeG-h(VzLEb~<gQ7QHlH2tK-GA8PRDvlR-7T64Lqy$$5Hk>nSc93|ILIh
zp5ZYcILi+#GyR2~C(^Tt1NtjwsC{x#6{FQPja{q<WfSwYc&A3?H*3&{l*yV?Z=oy_
zZ9t^{_tUBOQy&klkC&6<_lfdm{&Zi*=h0;KnEY*8*~pJNXkHsPmCixG^pNKTd*$-i
z>kbD47z=5fi2^PE{XTJZQJ6BF2V?s=++1x!QR>UU1V2xP25fF{Tcrc4?nY$q3XCdT
z@Sg9<a{!o!Dp`r(@NTKxq<iU^`cm$9Sxispl7xvp6!ce@A1z(ja7?gqgzk|Ei(#hx
z*l39@sc8w3d%5MY2}o*i^cEWP)w=I>4?F0Wi}6E)j`seLL_Or$@EcC1hQ}kSpyN^|
znC!1<f)bl+Q&M5O=}J*4J^jqr4`X&louVA<Jnav*6GuhKJ5k74iz|T{@=>L=^-BGz
z=w~~XaDt9T7JAYnmQ+XTOrJYV)7vn3e}<{T-8_`CSg9MHvpxbMEi-)=3p<Ih>seAM
zaXHyN84--BSVpV);_;1fU^#f?>c?TqKK6E+5>UCds~kAc)XEQ1W*a3&xbMQpQ2DFR
zK{m)QMWU3f18V8zKeF6gy3j5j7o>_rQ50b8*OWfcI!N9<YZextpxuf+D5l?cXx?`|
z+9+W)ba;PUWowh*c7rh;r3yD4gJP<ep5M}xUL`ZWJ!OBi1~lE+U|SXMPfy;RgD)Bq
z!dJaj;*W;_-fM60+;i5Sg4qWEqf1m3*v2>4tODK2MPd}$fU4%l@d5JFXY68waVw__
zQ9)KS^sY=x^0Q>^)rZCosk|<W<Fe2PxvHfXgoL>S2z3PTqPbw@ykFCNTyJ`+`P`}a
z-0k1*^LR0>9t_YSbJ>1*Hzf|w&@@9+enMj)ioRyNfn`|Eh<zH*fr}S>Nh)v&dW|Z%
z1LU{1)Esa&GRW!Cku8_j4tfy7*@=lPb~QUFVo0cK9f=atWa&_c%J8so8iU_mR7811
z@g5-6aRUNe(9E}X)0C<d4#q(IN#4=7{f!=8??6}@Bk+q!HS4nh)zJuLhE*3U5OObh
z!B3gvbom|UXR+_G;hd8+Ox0a1z}2kQZ8DVe(II(vrZ6QyljHq6m4>#S(hvzJ;-EJ0
zseA9MG-F&%5&mAqj5=<GWTuuI5&9ig*W(&O@Z8ZD>&C5ewublQE3NEa;su!X^mPLg
znZ(-GsvS~wMf-&x8QWq-n(H3&`v>wp{$n${#^Lwuk{QzdIR#dJXCK~LI+ria8Z;h9
zCS&R#gh!;w#sg<ATpv{21#%PfuLbsN2LOGUV?pUKj%)6w^2&=6;XynrAm&K%je@FM
zy&-rk{<r_MXZnC@G`fz&G%Z6Q$>7)Ru-a*CU{V*>*=$miU?kkYCpfnajA3+t#)(uq
z&g~6x1e^h)qwk6XjZ8+?w#NHZl6yft;@S%ZGN~Y)u_v1qfv+w)3!ASKo1U$2E<SII
zK3<4}lC@}bO$bosjnXP4Cg82~_4Tg96+21FkJSYGA$mSG-?Nr!k_LhhVwOpBb3jpZ
z2!*ypK?;Mvwt8eqQ1~cM2*MKbA(yJns;7DASC+c)h-u!aI@Js7?W_hom0c$Fp?A6r
zq~1q2T3Ar*_1G$o*$L?O4)nsYenc4kkk-UUfPzy_>U>}cG?Dkbe;o!F%qpN!D&5Y*
z0U~rC_6<i~XFgLDp8{)1)($kO*{q4Soes_29i}l^Krhx(>-OX(L1(7rhwJDCB2LhR
zeEsO4W|u_Zx}9HIE6VYZ<GgJ8uCHL!s$-N~P_bSKgyTh_t)$j*B>deu$^|lm#Hr+z
zu>g?d4d<8gt!L7ssdLUfel;bRkx*xk@Vo+>YER|9_lc&;-Kt>U5v-s<XQ1wto?<f_
zqOa|iFXB*$3tKFS87d1Q(comP7_3DpUmU~3^*d*Fb0#zl!=iavr7Z$-HQ+*>!mi)#
z#>9&0cLSofTFmm7`I_jjnkyNeueERmW=56+AoKj)vEgGA>Y7ctEE#^|AtS67=Ujeb
zKf?O%SOet*{o~sq(2(vl2lE4W-|uZc?l-%tJ}%qV+;^V7WNCUVv){mq(-e4W(bezl
z;9c9&7_%3~a>RL<1~=!)8mVx(L0>;SDU$~wUo#Loq^@Rw(OWL&<WQ;N#eDbEpNnKV
zk(ydPSWDv3E&kD$-3V-5RIR>L^-GRFL9<tg7DBYo${`1u-QBQWKhZQ$P{Ke`GTMo^
zn~T3kaZYIRRxh%K_S>^Lak(B1K?nNa;A&O+2lwEmcq;50;qrmQ)943FE;oj^E%2Pb
z;(`Nm&gSE<vKCnwE8+84S+S~hoikmn!duTsjibsymwxbye75edlbS&had@wx!rb+|
zbS38>FGh0uI9x~(Ws1AAKxISf0O^aQ$~GrSqln<){-x~xC+1Dpnid^EU@9o0bWq($
z7v1fH6d?ZS`_<E$K^c#z_WVC%mHq0IA4ykxF_(*DF)!N&uF)mLCBB;D)YLU)G1Yay
zHwA9)1cVCH4V!r-Hy=5$wqNTRnk%grcw<htv@!+^={Bxw8d2G}4d74$fe=}~cC)+}
zWG6hNmv+T(r;$h|S>tk;mO)V3B1Yr@x4?i-0k;gafVKcdBfLdP`}SqCzDC}h)$$Zs
z;qlhN*#>+hrR-eG?RX9(e76VADjNR|Vg)+pQBwj`%Ez-$pioQdoV3G^v`ben@Ns_e
zetz-sexb!CYZfq<^;Ot8IQew5pojPNc<W-Y3!ca*dVbBeAH5FRUJRv$DzKyz<=unM
zhnr*SVjL`Yoq`1q95}d8-nSR2B9^5TEb*2|(1v|$jm%H3gP0x7P2L2*TioM`YJl=F
zIpLAH(95AyoPj|5yBO?^;0`;G%$mgQ%1St@qnfP%r(AO>2SM~81^m9@`M%!%h__*u
z1xeeWWObj~NQFF`$Okx*JHw($p8+soEf8Vwx6s0s*kr0ZRlgB<P#lD*qeWA=H&s{9
z{%5N~RITP21sVmZ=mP*2)_OCh-l3<1Ky_7a3PczM4|_hpkKGgdT>`Y$CV+uF!=+Z#
zVOI*(4fLBLPPcN&viv>K<>zGj)zWXv;}s{3-F|6vz!&J%NEJNabS649iM2&;533JG
zt_%%DC;->zD19C;?vh`W%w2aJx8@klD)v94+qZMSOrhIDYsQdH|0m@4K8jrm(yDM&
zB(fx9LP(B9l!dKYwph$cn3m=l((@$nZH-dRhabZ~;OTZl2$Nl`CC6M*LsYn{A0kzU
zAxv;N3eEi?)^OE0JU|}ztEr_xG$*Ez_gKC}GXEHE0WjiR;$hH1<~Ou}BNqwko*#@P
z#!NC|(s>G>l3%7tA&!Fc-afa0NOY+Y^%E>nBkH3+q(kvBGzSNbq93DQ!#8nSZ}l{7
zX%m_AXz19v`Lw%t>ryuh;{ih8a!TFZFC`gQ?x5<5JulHl``wpKk%2@L1@)z!sb7Y!
zkm9NS$n?Lg&1uqYK<l#7CvPpdXl;%qiD=pD<Fgr(zs@%<Ru0?nH05BvV$qptsgcwp
z?>2<ZKmsyTDIIAeaOr4ZtmzM!`(3UCY>PtS!_;)AX^v8C(31jpE;CT*qpEKbr<NAl
z>vF!^F6HVrYzV$sKE}bv_B<N2<as!qH6Y0ZvxNpir@}?$_kbDp+qK1@Ci%wOXsSV6
z2#)<+8vcsd%WUbouI|;;!<-(s(7uAQ&7}HPOml+szKtUaMt4PZfOzwiS$E|&Hs`v^
zo98V;N-hIBzo?wG^Bo9Br5c6z_zuz`N(FM^oMy(~$Zy{`zF!Ad_WC?RvZD%k=mtK6
zuF$xrQ(UT+)CVQ>7@FDITs13TF4)mmP2Sk=xviv@lf4;*CVY=S2AdIB{+R2QO6(}c
z6#!W1Yho{pt7|WyPFUO*;Mgzqp10H2R3ujQX^Q?m5%r$X3AYJ06Drr-KI(A<VH@%v
zeld}%L=ji%v-!UwfvfzJp6z6CHGJ`@gdZcW_<Re)K*Yk9H1f%KJAa@haxss|8J4FH
zlgW(6%`qC^jtLo+HkyrkisH}RsjJb}?r38k<Z=fM()V^Y2g`vo*FtGN=Quj_+EwYv
zR8<RNS^PwxB+T>UQ5T<<QkPy(wQb8c5+9Ys^+#^BASlegn#f8Mm|KZG4uX^ccsCa2
z?&vwvn<R<`#9YzLbPvf|tK_r7Cu1seJuqC*HgFFRx`z(3)tv;HyL$*~;CGe6DU!M`
zZnNudN2oOH&{yKnHbl|O^QuTk>aaaea>}a63gktQ1B9`0Yrk^7g@k!iR&Q5&Z>byX
zD+p%7vt&mrCu!*Ir`t<Ok&|#LmTY;0p2Im9bh~=NrDZDFEag*ER!Gg!)05Z}>r_Sy
z^9z007;H$&vQM=WDpcf#Px`X91ud?!RXZ8Bpg3{N@ODW1GshdW+{aVPS~QQO5rB`3
z8h>`FNgS+xO+#<911ndS+l*VK`8uNs2va(`oI#VwuA6cr&|d}dg4~qfxVVatPhm@3
zKGQhxOKT4<FaqRHr5blNkg>^B^}=BIVh4lZ@}lX$2yj{7B4S8lES8jA%G@KJB2->8
zJ^8-FI4Dz9Ptz)G3>I1<>)>)wSeR}>R#Vvsq`NlPeYOW)y>#Bdi%Nj7wyN%tMAgw3
zmUw#0+I~`<Tg|#M;&Z!53`E^s3LdT@VGPhc6QD$zg#`dEvb)o9Pvmz6CQpr4uN&{X
z%@cvgXZZNJIHg%=6$UeK5lB{F2!;AZz#?fd%)#y1&>*&raP?O({#_J9%qZ-DEVu5k
zs<#1XaM)0E5*Bs*kEG<J)ap5!6jom<2kV=?0JgxXw<|v*yxndn<Sc+!V-)U>n%UN#
zG)Dq*;#2yd@Wn8>)G$KP1o)i}$Q32L>MHg&gl_{0AQjzT5ARcCiYs_>Jei1M=L7-f
zNA<$G{lqc8#!l-G&5Kk$CwuLcR*77-#O>s28e+?ID1k(Qm~2Bx?{t%^2}J&+sG1={
zRslR1R33Ykp~^HBvV^4qRF8JJ`>FDHpotuJ==nbI<REq8b`1zzgkrt01r?*?LtLPX
z@#W`Mn!Uyk`wW#1*20h()1qVo&!O#Or=?V8I>fPKhDi$EK$X@#mtYFSWRKpKH);XP
z3hbj{*E~j;&07@kyYG#hA`wNL<#BdSQ7Itq_#0$X=~v31<qy$WFm4Ks?+UY5_$-=>
z_v$?;=z4m1Cd@wrUdi3Rswk>Js!CiH4B9o4h@9Y}z_(MsDW0Mr<0CDipdfKB2UAQ}
z_9?-HmY4x5(+lPN;sje5C=VP1UDfSHYF2|vMm_JOh6{qtMTtXw>MBFqY?^}w%jz28
z$Ax9cMP+!R?MuSIc_Is2lQsa`3;T&E!ECkFWO$|H8w(Eu)rZ3ppc*CoolyS_$p)15
zee-14X^{9U(ZZ(fnq?Bvp0rLnh$?@uUB)dk_YItc9jIHd+(r<uUj#Zga)e}FNxga$
zU>-3N+(sz-0`|0hcyAPXDah)@uhJ{FhFs|yD(*dB@=moEx?{I%&-G0C5kNa44qi|)
zl<g_W$l&sHz7cvwy=c*6C|q(Pw74D<RmD6o8R67;Vq-L%Oum&B@uNP6VU>fb^YZgl
zSVNQ|krG@9=R7Z`Gb+vA@($$AM&ku|PWbQFrOrt3>7%lPnZNGH($1W8grKt`F(zC+
zm(0^h@)P>3$VjXB5i>Dh?Hc8Y(96EKcTu`^QX_wmX(&+6_cnZiuE5%Yz8}nPqcX07
z7VLVM(Jg=0qjWboWsDFH#>gmzwU<c~<P6!kNec?5=&G1dq<TOHBoc!qNuGa{Qr^66
zy3TlRQ_1QcS=H1EDJQ%1dqA%~7r^f@3d__lh&>7bs_t`-`%+bwZaP<rh!(HfcmTn2
z?zVIH9eh2(8Whb1xW`U&pGE;GXW)8bKy0Sp;m{tVz+%*JVkh$Oo;GQVL>WPZY6$Ss
z9flMJ91M&Vz>kLdwSufZAlaQAYY<Hn64NiVd|!LRqQ6a&@!)cl;^;jR$#osl(3nq9
zw|QIK7bQiPTBl<IjRWHgHZXX2@Ymsrs3HKs;RC|Y*8*=34=@ytJ|P%(aaLiasR8T+
zL(U{(*dQhDZy@s7<y6?wgVNJWJtcY3pl0a`RS19aFzi7W=Ij1B^A*v|A2zXw>Cl&=
z$rj?w2EnPKRqvIUN+rcseiZXemX+nFloo4MtQORAR7iq|pcY`veYN8wQa<<K;3P5@
zi*c{to@C_w3i_NNOZO=2l8H3vq*PFcJ1Y^bNFO410-s{*q|h`*X54dfc<2{89(2Nv
zl3`J2>ti;5h)wc()^7Ezl6HCuubk9H5k!0|!80dHc`5jO-i|RaiWQs2aUV@}v0obr
zVG&Fg;#nSWlO|y=g{ck`2X5DBpOJ44Mjy>@TG679`;I#^$g3X&F-3ZRkiM%7DAH7U
zoM|*q+|q+atw;Qz2)Xma@z<t@K?}ZbQR(}LkV+Q|*Br<kffPz64u|8*3W&1)rxX1A
zh4ED--xv<1j^4$ons%Gl-;p}&Ci{ylLPYsX*=qA8G+m}enG?u_0H{Exs;ci(x$@hs
zK`hf-5CalTZi#^1!NyM6K#NcuAr#lBN-Ss*N#_q1&BEkYu~iAU&&R~KSh+18bC1kK
zoSF4shvzVAqQs(b^GEcZe=+AbNXCK@sbsptu*rT}Isr2LD(*RpzOWsR;g^ByAm3>|
z%3sr!vjEVe9a$%vuP2+*56Fg&P-jWUF+CC3=ikwRwsqX`wgGgco<8jmI9c*BDKDEG
zlcmzs;s2rB)E7w3654Vro}BVQpk?8zWH0m;5s#r!8icI|n`Jq&M2~fWeuIyK%HV)B
z?5nmTJ|AzcxaIK<x)V46Fr{6ieh=w82kDEfS1_B7ON>B71cvRFJZ%*s0k$<?Sc&4Z
z`Tij(VQ3b-XK{+o@DM(lU|5=15pZJhCSR@5Y+5|)_`?~wR|0C0xF4FvDB+~E*e$ya
z{5T|V(IuOVEF;u6ikZqrsUNrO90-sC$ppdm^2o*YTb&R-l}5rH$Pgi`@T)2rY5N2=
zXXD$s6EwXU)nk1IR_1)(Mz4$9nz`&hF9lA=HZOdhr|w9a!c+arpa{dt-F*v%ibTV!
z69MiPtV?=U7BfnQ<RGZJo9`7@W@Y2QmxFL$2C}x0-%I6DOdZF0T=%v-Gub+~sbHQR
zJN61`6t$h<xT%%TzfGuqKHtvfYY4tk<#n;5a-GA4`qoLSPL1c2%#@ny-Do6VW(g+g
z3<XRDm%9@{<cW9-a70^f0V-kcgvzBFRSKn!n6g3?YS3Vz-DBT(+0;|sBJ(yj&3PE(
z&oXwR^>)S2RvKR0WnA9V@4^g{a7d8zrbTLu_O{&`+9u-Kv1th`Uv6LdL<VD}w_hv3
z^Vce*n@yrDxZJm##KGKpi7bfX1tsU?2{zK4&COwsS>rk*N?`2slD-g8$Pnu+MI*QP
z;YHfusZ?sr-7lGS9czqbOPQ<-yck1vE(nCMt9QgoHi8N)%fW-lV;^$s_AT^D;ZY<&
z9P?>rT9X{(pG7jB*zW)O%Cd^tqY<Ql41L4JLNk%dRf<L&*-S>OFj-mB3K$q(yO8V-
z=8sye%}L|6;naYtK@lv!cC--=N=Zw^II!e6F)#hFL!Jb`+PAYaQ?cWui3E~!*Eno@
z`sxopoG+fJ)+)Ta*=-wi@9kgd)9vzc{pE${^%k*xCMz35Ly9P@8rY{bc2lXy^1Y}}
ziKp`xsa3Y1iXExdwyOHLm{a8^Rj)K{5~m)W;+&+J;xjJFdl%Xmv<d}%bpA*_G6YC~
zO;w|t6Qg?!thUK9yC%FwvBoT8u?8R@+mXCI305U{kvcP@K9jd^9tzvKA+i809@-qx
zE&i_MbyPME^`O3?VcF4vEt9|H`?B#1L~I<>AS0S-&Q=ZnSx5&dc>68jS4VxvpuP09
z&cWfQsACNg<K)BSbhXJlLQ4+!bVl2j{xH)*{UIS_ol1!<+sot*+>da)Nz@|5C)rdP
zggbEwZq`M+$?(|Bc^y~uDqvIO>e+Vq>z3_R*eSe4O3(L^q`+DswnxBJ$4fQv0Vf91
zP4~`ZF^4+!FDh;whvp@txDfGg>3zsAv1_Nr>PM16a9<OdIp&>wz_bq;XLB?!7y8Ib
z<Ran0WHy*I_k+txSq~f`p#^xJg{k6XaTiZ_<ugL&g-=_ksFO{eSUDs%xh$t{bWnj5
zpt=gT%XsWqr0%9D=W^zM<b4yXz)lw<4|l~L(IN{Y5%VItuMDA(io%y;D3?BlP_m<T
zD-az`OI5Y@WK??+PtW2BlPDZjS{&I*uO&of92LKP#j02ifStfb!VO5Dp!5E*44L~i
z^0HEUL1*Pj<|b33)Lz#(pr~Du1#A$^y2XY_*&Zpxq!Y5Xjc{xNK>k9^2TkL{HR&y5
zjnn6P7kF4Pt0I68ka*ah1!mak2LPp=jA=dOv;#8~9C|$c4f3t6FW)cZ91NVh@7_{2
zYsP8W8iFcQ)mUjC$`xO7FkAJbLx^B{6_nxQ;~=DPvDVcds_vJ_v`qu`xa2acsO~J_
z=hXl;z6`Jsa9yhyRl|2_2D0I`1Nw_bus57#+i5uqi&^LW@cVG$0b0lfR87(%8Qeh-
z;!6_8;mXcgdqHVGV3{oYBHen}RLy_4VN2vfVVX#l1*~o~%x_^DBl<RIDZYn604_7H
z<;Fp#3K1hj00j@hkd&qS!@4q3%g4y$=g%skT5_KY>B{ZFxoh#q()|)@vW1iy@8_xe
z+n(mL4zN?V_i_PUbG;;be!6fiD(E16-JoC$xt*sHtV3j)9Z&xS8X$uJcd<HKY(I)*
z?-i1t^O=iOfwy*dX|D$iA&YF}AIpvkLM_iF*u`NtdhTl(2=iDCZW?aa%v9n*kJZO4
zwjCT*RaeG<1#U?U8O6t9Y4}Q$$?0ho=J}H#(fdx-tSOD}_*PxnuC%!j3Fvae(zUh+
z#*`{D*7ru+hKE;o*l6w%@aO9oRSO;Cj?HCNa80uUscK;oqK7WjP(XNIAgt~!;<bPm
z7EXN-wyADdRr>k2M8gz%%sZ8OFcI<|L478JN+G8z9RA_kRd&};lfNojYKuTi=a6{v
zG1J$aW1O&?)@1O8GmT^<slB|h5<8<}S;XXr5l<aW7;0!uS|Izx@Ok*`9Kze(#9^V>
zRw5%E;W)_xcp+Q)9o+HSA!6an`8<#SzR1-Evj6hK(0QX6lA?<2)+Q1D8D{5?ppGXa
zdopK-yiM;k`(&p(gDTN{JCNYLs%;W~3X6y!qj`MzEpv}*Ny)Jf*@g&YTZHjgR=a_?
z%MD+(SY(lDJY4SFwF<7F+FnA&Gu`^(JTxo@`q^A)Bm$fUo}V=N?D(nTt~@<9E2K*v
z*w9(w8{tzDjEX`RosZzR52d`qoFYIeH73zHLy8eIhesc!GI2|H$og}LYf%f~qLy>D
z)VLyRQR?I1%fm?T?XtW(nB=38k~Z58i>|yP>Dzt)<~}^SqhIFErbqd<o<@Bo*0qr&
zm+;XCtbIyc7WJ)VJ!?~Z57sLXQH=o(+H+z?_9<U>urfWTGY@Z>6wJ)J92$}Dh59W^
zhoTBxrPRWoN32-^>k?oef+>8*)`e5qGBc6;!r&ceQnpfh{vQCGKx4mpjbv@iha{4C
zxHYc_M_gIDc4XEpJclIQWXGYd?mZC>cqe^pImp6>?H1h{srwbf>CV&FR-*DJqN<k<
z4_B4LjQVO#Tv8*1*NA`m3F8SC`O0$Bh6#C;WJ6n~pjt#*nBVB*irzL+$doE8s8YEG
zC6zw5K{%x{gnd;dUgzYSQSc!yP5LB=&J0D9WyU?(W|H`+mJ7tSx`yP0Q;w#h8?HDk
zWm1E*ih`>Ogad@jns@U=q)so!$sJFg9Ihf^bDdZU1Th-&{pv~oudz%}H*ao&c^>|%
z5s>I=VPznyU~dep7HS8>!1zO&Dum||s9v@fugj=?)v?tzH<ZKtt{J*cCtZD}Y*W9O
zpW6hG=PX-pMAQ-UEj>|^wYiy3)G`mjG6$*9+S%wlgQ=^ld;V{|@=Xg<q?{Qe5GG}Q
zK|9EGCaa{c5L~(K34Dl&ok6tzg{S&m^Kuh;$FY+q+{lx9mZQnk`d6Ll6dAvHT~FNZ
z+s_Dir=2}BT*>mAeQJy&iDYFTEF-6bHg3?>BysD85iC=i^Ur)-eTbRw8m=B!(-^mH
zdd)gOMo7_F<q=7yGp>2uYIZCOe=R87SUd8{I$vSCD+bz=R#aJatLt1>2DhVcqRJoJ
zgn2ExA!-?ns8@+#;ilzzxQ4u*GNZVIFvP0Rz*xvdO)(s8PYN*34B9n!mLKPI{P|ip
zD|Bm#Ns}_ikb-i<e^KDSh(ui~+cQCpD2=jhbMj5M`A|c7ez>|hftRDPwlZ_19?!4C
z)%x!eNP)G!D^g*?;qh>#7Fwbh<p&hDL(jXatfQe+6G@8w<AeD@%0f+KVsUd5wDa&c
ziNH<vD#ip8ixAkAlHep}Hs1f>!&N?`J+}oy>Mb|P%ZzYtRGF{DJHO5ft-4SemU|UC
zC02Pdl?q)YXu$FAgYk@S6)A6d!XSisqDVQ@au&t*T>aWV+BiE6U`B|WKbJPTO7!EN
zb+0K4hr$3sr+CHVC8%w!>Typ%+QY)P7_J0cfaPl>v44w39|53Dy-Xgj%YBjv=WT`*
z+Px4qNVks@Agt2!uQ*&4pd$(pA?u#&5$J(S1z64M1=AT<Vy^+Z7jnbQ<BqIS8Z&@q
z_IAb9Y21~AbGf0`nlz@<arnteWA$e%x=N<%?i8ngX1JO$b>?u0A;uJ%K#)fn7P6>?
zthvuN@miY*+?*CRwtS0^Lyra<jh<X{SO@}1KwJgL|D;AlmgvOTHnFFWt~N{h_8X)*
z*;&>#3J<3S4P&6_2M#+d!)ns!i9>yRg)6hKC;ZNup`|o^&*3WNH!V|%kR;TQQDrmN
zL5U#q3X-<Xzn<aU=_9F15nVw$PkxgKOf9VAy}DD3Yc0edweaH)SECI4CnIQ2G+N4e
zo3BO{h1Q_b?+yY|UFZmIrdbQ$PBuS3Tm|p6LLXCdMd}F44Y!>o3i#V#Iad@qm!?UV
z^wuV;<{z?lZ#IzV>7h4!7EkD2fH;?ul<NQ?6k!4ln5@g8vmR*3NF_UK6L*#Xr!~8Q
zL#?^72Qwe*`4r~FXur20v#Bv{AHYGX#cZ>Oxb6Wsr`)@l06|nWt&>jy)>*2i4;)>9
z(4HeSCTU_SPObrB3#wqz&GCaNfvi41?#Pk?F0|B$`^&0xbrVO+pl=;l=|!P7+sQ)|
z8h&=-Jq&Z{F;S;GJM_cD)f|C}wN7!dHWE>-LA4<ShT^r{D2;Z?<El1;c2)U2Zy%uX
z{8y98$Umcql*J7Z6%;>5KnhBlgpVrioMN<pEk-~!qCY4TZp6>%^s(WpSSF%j`&Q1F
zP&vy2VNA7%Mt*XDYFQQI%+F#JmrAj`STRBg6wO6()uC3eQ<ANg9c{R>+<=RMIbAKJ
z$^HEbwV09)c2dX(^7wqB&(2>90#ges14&0}iGE4h#=tjA>|Xee8(EtckCUWWb)-}d
zt*E(i?F(MF*8VaTr)oy-5I!R~&ko&ib-$^H6Xz`Q((ewARbPz|O2bFL!ulmRVwD8B
z^899-=H$4lNGIMbRN&L=v%@`3l0H{9lX^kfY&l3?e8mD}Mn*=)9hV|q@xO`u)stk3
z8yx{#N+ote;glDtx~$aWMT!2!Pk-II=|+yh#QtwLTsb9ftSO6NU_`9}9G>7U%zM9`
zuP{D%G6BM&YT5*Ot0rEh=kKbfEsrx8U_~=(0jBwlA4Z^??LLR2=#w4UT%i#o9)qs@
zZzieqs)%X|wkqy=bli9hqdiIw(YBH)gDH~q72Q=L#P!&|4Of!%cL_EtH`i*dj_FTu
zLblvE5p9yJLY7%K?Puo$f3JJs@RMKNBZe#_BQFZ_<@Y8%lsM@tD5;dzLBKW<6;$FT
z-sWUdkTwD^{%r1T*nVKR8ucim6hlGXoN%_`Dh==V<_J~A_}<|P0~PYrg+L$xho}x5
zM;oqO-9v0;3p_Q8+(<UB+9<jWy7TcjhQQRq%0TsqDwWu;ceo-8RK=j8BIpK@bfX7(
zNI6$kv~wLN6ou}uHdTbBzSd4%eR(AduIbOUSCWM~7bDkB5xlRzetuV>`Xl6dXt`n8
zwpMCS(h1}I{kcCY@sJdZDBYxJN_Fj74q{)H^JIhq2a;c+)DJOdX?E*^l7%@Ih{VVf
z!3x}RqBYL+(Q|ve1!NNBh?xo;ZPlb?ZFG`xuUrj|<@LrX)0(fR==(Qk4>5*h&gbfC
z_L=($kP$vJsB_6w)f8LSYPu4p3_d>VdP-emPI1K6agZO>!)izlRaUrUc1AVU5M$_v
zmKBI_Ob$^(yJ6O(A&_elz2ae$2L3RP9>dZHF>Wrczi5;IhJ+!~DiD5tc(_8U(iDJG
z*Oi;th0Ok11)Q<jOd_rTw;8G8ZLhG?9D)Fk=a2^=y!We>6^WJX@Uzqa3UpjeL&^&$
z@zb_~l2(xls^Oua9?!`gy1D8hf+>M<qggbaS<~kUDZ8d`$mu3iiRX}W$ab@q1vONc
zV((tF3<{oD0)$E223JHaYq)9&WKIW>yptx}R?efD+kAxp%7isk;WHW_KOfj(jm@n9
zHvrGa-wXm%3o8RhH_&fw2WT@4L=`-FrX8$UInFCyjIk*v1?XpB741;uzo(pDw<@~T
zXLXt^pglXTBabSAZXmoHA*fBpM->wgPgIQ!Du`Eppj8f2p5NjxSFrUzy=C?1<vdaB
zJWmWo(c<ldliE{7Wt)=~>`kp3@NXgyjYMxeAr#zjmW=qev-D6xkq!fgV$7mr7Ej=F
z)sS(i8&`<~>2>T8ro3Bj%7vpF3B>3XFOIbd>Uz_jPKh4dgd@^4*+E3|!&BUYqrcm5
zHT`RTQ`a>L5SUmbk63-PYzM2g725frBTvgH?<g@%d95kfMpqQ#8}h_e2fdj`UMcWR
zBG{?A1(hN_kO&s8*_kJseN09(WFvZNf!i!wxKRn{{x+a}A-nOhfq_f*N8O5-1$Icy
zwD_niqQ_p1dmp<gsG&VqIl#$Oae^u-JQT0QNnb$$L5^gq)K5^=<Gbc$o^WGjR9K}m
zTl%))3RX#33ZEUFqC(C?OqgadJeM!_H)~#GaD9EUW<O6XS-TEbUWuq2;146?z*qp0
zcR8^AI#vbT<B6iP8CAFqUi`nxW32e5#P}GU&RbsvfvJU+Kfi(DO8MY_@<>VWoOHP2
zyy#X{RAOr{uqR<u3!0ZgvjT?}X)fvf=uhuDh%Rj{Ol_tTN|g}?Df3w1q1rTA&Hr?~
zkJUSyD)*)MUst-VY>kCZsasJ+BMP(6G%Qp}ey=?%(OW&yyg1Ntf`yo7;ZUBp$g)K@
zTHqoebsr<v>eZ-+(_1hhR^MT`O5SN2-{e#vMLNS3R3#Cl0u)Gi@~y1#_PzBr0XjOu
zKn8SG6G$bq!5}@q5+=CbJl8>XZmDDq30ZcEY+7z`4AsRhaT0`q8)4#S?c<q_3@CP>
zD$%Z98F<&48phVgS9rPoILw>TRdhuchC)M8_9d4OoPqh&!aWSv9I0+^Rn*YK1XBdF
zmV+4Y*B0m+LWFDyxmVDpSIR83-OL=a0xo2va`Zi~KL7j*nhK?RLJ){>iYxbk8E7?q
zLBT;<dnLNsFQS4{Cb1~x*`VIy@=>r=AIq>>tB=89X6c(jbjaylh`Cy6FFV}BqGn((
z=H4sKUwEE}Q&9FJ16Gd(KCeWb=nxe+_i98S6HDqnJ|rfEv&~mI19>=e7--&t!x^zY
z&+}iGg{g(wK@42$Yi$RcO24U-S17I`K!xfHIEm`$Y9W86cU4ZxY{mK2=YFH96cU%V
zuS((+45uCpQpGgKDcgy)+T>I{ngJ-V)j<kGrKIz`O;laozjwHrk;Y`@|DDHb#7ZvK
zEBr?Rrd8D_IYvD|0gz4No<v?OS5M4)r2v59f)#A-gj<VZ%%Y7T4PNA_^FElbc>7I<
zD}l$cbTvujURg_2S4|e6pb&%fCGQ_#b!a=+TABGxhbsqZJu{|?0(&c>2~fQ9D|Woa
zUQK7^%+wJ(Vu!%JjtnJ6Dn`?V&CYeLDTBAu5vHQRpXy=?D#os(-IbyPBgbSRue><v
zQ{60oa=0q$b)LlG)B}1Dv)pL79{P%IKn8R|w%qvWp|8|q<&%sEc{=q~xT43ss6X>O
z%Pa9xs>c&!r8=qH=463v+Bo84CmaCi#H;d531AwmcmfLK2`K49P8oz1w$K(z0!+@>
zOlBp077GKoQpyf0%8u6=xoK(&nF3fP8d1j+nU!LmSR<`GM6->h0<=(ZH4@vWgD_IL
zP0>XI{mVf>V_A$dVnHu1iH=zwIwBZB_Zb?TcYiblrWV#g1tsR!K~grNu`=)jZOCy~
z<^1Zy6?!WlA*AgQTkBV$%~uHTE7d(!Rz=)YRLImvk}U7qR)MQ5FS=Lq^SjAr`T(4&
z##IG*;`ww6QsYJSXr}UiDs8PJ*2_OB{Icw!03G3Iu?U1#Bt(;fHw*J7@(kvQA732s
z|8kutJ_@ZalS+WgA}JPn%$m7NufYwz)rq)AI#%~MU_rxknn`4cD%oLnYsyY^N~&vH
zro5PiH!H}tE5~$yIjTF4494nf;;t>@%|mU-z0%ERIr`SaRhmCY0xcv9Q02;?{L0bv
z`kTX5-cCmbRHfl{5S0!9R{P?TKCf6P?eqz=23k{I+t!@!mAc7;RNhQqMOXS#B))MB
z4{sX3moLU82rZ``34+i-#~S<0TEa)mwcI9THxR&cm6%r}1w!_2UJZNgUkl-$W1o2*
zVrykhMpCNRnD&WL;-v2-i@*Q-1(iB|a!w9mS;n+`!_{aSkgGm;^2dHIamI4vqldgA
z6tX;N5)O4jgP2eiuOt_d{PMx7Mx^Wm!xbH{s^|#ApHk0l&dW7t<eeuKooimz7i>^X
zSc)nrp@Nzu2mJhWgo8k5eTE6=-5&}8*^E30nP{LfGDMp=>>7bF<kvM^(af5HicqAM
z8zJDi7%7jqRDl33H;JmkX@;o;l({u!wJB;vq=K$Jx{_IIlLJm?VTP+l8dJ>-HceSw
zO<1b6Bh+%SFhX|LF8NGJ+M|Bgwo-SHX!d8g$_*o*bHfBg+J|ixw_BiV2^`3jP59<3
zt%`^t5_zN>juXD4TPfA|9Im)w*sFm8P#}Uz2Hg-wQGA}&Rdg|~)iga0bU=3E+77OS
zNnoGR2WM>uMd=PIKxaABlbaKW*DVQ}bmXm6!URxjM`oeF;Zza0C%IOlaq~w<@OJt-
zX?V+_4<Z%XM$}4%SEx7`a_?SfEZoHKnxGmb0-*8Dc@lFfxB7J<t3D5hR9-B(d~*Z3
zwNy!mw{&@E-*fDyx6eOhmT^Zo$Z_MF!UPe}O64YQ6=|t-P2&2!v+BQ~-ZdwWGi(BC
zMjD=Q11CvM+Tx>}Itx93nM5PlEP;6FtC_5b4|vy7a$j6mZ3GCWxys$@i9;PNt}V2!
zwUsa7q+0BR5<O8VTvERfUR|p0MqV1WIV^Sr6KNvpAQnV7Dah41@%hxBoj)=HQw!-N
zGXGYGD@CDfD_C=dVw|5IYoRHY>b;*B_^&Wsy&E{69IhH^oI)0q;W}J3*u4H7>!-hE
zHRLGL5s=iL5~_41`FuU564YiCcpa`xagO|l*ToH9HP=CgpR|ZX%;JniF)V>JUx9^4
z(hVrVYU?RZ&jAikH&4lBfwcs)<Cvvd(~&XLEANWbS=&LSTL_LA^-JD=1H%=}`=?Z(
zi&tWNX1GG3;X~6x9T_r{cliYowm3y0NQYNs#I<%a-TazLfO~z$NTsy$_NFk#la;7n
zaky%1TNxN`wMbE0e6Hzl^Q5<|;KJ~koW1KUys~Bv+5V8?#pelp6P9}qU+U`1aJ6c<
zltErBuQC1XFOZ`lYbv*Q8)b!4T#Rg0IlrE^IeDCs=yjy=IwNS=pXA*jn8L>yu7X;Y
z2?A8n%+<Xonh_na0WG;CoDm9+xi48Z*y$~K$+5<jhO5n!Cx@%zdPVoAX<rhdMA@3J
zY9g8ig8~s<a3wEYqlB;c2>}_gpBC{}fF{qRl821*_8XDp9(m65Z;HUw!dhGiP%YpF
ziFWn#2ZeAL;c02D6B)M3dec?MrEeqY4AS0oV5?<rAmK=QvxL_zB=m9hxnJD;RB_g-
z28jt8HzV;Mv6b`uNVi{%mK#;TnW<Kry=b{ny!`PMD5lKkmFXY@4kyReHC`5;AFlk+
z1B>IR(Dm2Z^Tl{Y{-5S>1<cVsB>5_=j`r#B%1nf*cdMp2wpP=XFxbM#n?+=UZR<hX
zaOD&+J{Yc&ao75Vx?mx0SBa3}a7DBcPthT>>htbQ8Wq&48>$J^ETH<kCXFjmNkm2W
z`M+ER+FFe3kE}vo6=1}tkVWlgm7Q^Hw2Kkxo?izV@x3|ZnMA+2XNAi_lu9lPBys`y
z(L+I@x`)?^ae^`nQ8{SOFOf*Q3geJ=o0EsP!_0N0L4ZmCEe%)w`=$6f1OuZ(xs8M^
z_nvspXABgJ5bR%Z_QZ1=Y)<6Is~BFoS5L|pJ1=s-48xw^Y;D46F*Wtle1#icakO`N
zD8SXjM5Z$AAcy9#&0g`M*BOyA29fH_S8uZY*R=t2HkHP0bVZdIxVD3P417Lh$LSzg
zy6W4v8?LH5YC|-15FA#0$m}OW8Zy7rtJ&It*uAK<Bfobkq$@kX0RovywNwrLQ8HT6
z$j*m{D}Oucp9apA3iYo)b%dkWKOiVZxqGrBUy)yjt8es=1?e^qQ>Ps8k=tt*AT{6f
zFIQ5W?#Ug7{}UXp(r`6cS6y>~_G?E*@@hdNsEBa8U)kPeM-_X0oy{r@Ag3FuqrXmM
zK^;wX+~e()sLF7PPS&z4clo9yX9OC)T@@)3M!)NHq`nyBt!oZf{)9qwGf#$Cuiu<Q
z_$KyM5LlRwUoBjH`^*z@G0U+=h}En9oKjF+it52d10_!SB(YR_U1}t#*(_o7?g}_=
zJeZS1c=Jd2PF#np#BG$VJkn1mqMt-t_Ph6lIB;8{Cqdw~IOYj|>=~ghQ_&kHtwAPF
z7-!I-;<A`R@{mC@=xzKIj_ec~gUwfARUa|b36KvQ7R9*AGW#=Px$$ub=0y9wMTGqX
zt1f1~x>p*X;mLXT`y(*5unLa6BS{SWZ46h~OXBE>rF_)I{259`sMBO5{*Ms(m8W({
zx59LFKY#D~TEi8QdHF|xU&gBbX5O{mcMVr^(QmYVcutcd9ZJ61e@q^Gu465!VOH!j
zT;<6e3JOdh1ys%=Wi1S8kwHeN1jndTLILVcDDp6}Q9oIbf@GXoU0}uEiB72<+m@*(
z!vsQS*}opdLk9_m=$+vTZCVdHvWy^ktXoGT>8L4#cO9;p)lnso>4vp7FB`6thGcEL
z_2ec|S>}%lW!AN(jD*h*S7Uai9}8)nc&*H$AHvjaXSfn?At#mF7~@@D)kDWOMWG@-
zz~K#(dmmS-=M|Z1m?;sjF}++Qh0rNgS+IvoK#=`X>FV`$xEfdr3g(P7cCKXbqIsiX
zAZJ{a9(F~oZMfQWX5ivpI>T*#x>~sBp|9i}q!WvK4{az-6H#-KqdCAOS8Ma+y~EWY
zKTxmp6>gw`6r&1Q7>66ja+|}^HNkO>x}`&O`7d9|CjWsp{yT9_KR3Td1f~|&+FUCu
zKA<<wAkWS5{`tTiHxh?S3DkG^%hmie5GGa8{T*#sQV|nuzcpObM!lG0m~RF^e%C6<
zesuwm_E#wc;k|#ka*A>@N6k+;_fv*$2$5AuIwfUG^U34-Gi}7}K_YG<FQH<|6SG{N
zaHHnsL~&7onV_8Bf?G@b01;%GLZQkr2vglvC7j+OcRJMC-M-y$#RmsTJ>R(9a8<K_
zs+(ASO<Z_B0Q2To6QIDWCbWT11RJIOD(5<@#&PqYSX4u#^Bj<)l`}lFYN_(Ic4V03
zs%!XoT@?5)xsA;=Wml)GVx5`=J#H=J@u6zU2teMPG=z4Qh<YM_pqC<z*)=plfrW)@
zf(Egg{-!*IJhflf!)miZd=@FVLJX-q%mQB73}hBKR@Clwe|+;T?#)l3nM1DbeeB7G
zm4o`hl1m^Gkv0BE&^n3;YE5OT$U>w|8Lssr7mVDTllfz<Bh64Nh-izSZ~m=L%MHz`
z5_u@OK%+S=_m+pESeJ)PX+{_YUY^{WOt5J6q%kidF(@tzIF5L-wM}%HjSN6TX~yBk
z8LH?A__N7R#)amf;f8qKJC_eO)MX|qsKxBi*ohw_#(C>UKwxS?p;3%#0dM6!1}0_C
zGw^Xxj=L)7s>!dEfAq7|>sIt$eKr8#b7aQns4Ea`M|=F&1?)#%dV<5#5!8YaLd{kM
z9B|_!Yt?VV1Ep00%GtwYM}f@d_YPN#^ANVwX8uAI)K1Sb<I|x=1SX<7omi?wm^`k;
zo5+iOhO6;}8+@qnZ4ffC6*~l4`h^A67I8xx{(!VjlvmSA96d|ozQb?@4X4Ysq|b0w
zmIqZg*m5&*Z-RM~<i)r$^BWCUa}Xp^8te|jbCRwx$=%Qf$K+ROtP_a0aK?4;k;h(_
zbgx6kO8>nc<z!q3ah7fZRTX5pY0Th&Bc_zR%ZGj%xK~XxY2b;s96j{dz!cq@zGfJf
zt8R`}CR5;RXw#LhHkplkn`p%U*N9&(nax{lM{N8N;~H}P)K@mB4x0z|*WW`w{m+<i
znA-{mZY)fxmcGry4}2UNh?;R;IfzS>g-N9wDL{2!flIofdNU{%BpMkcy%qrNf|5{n
zJoFVoka1)HCL#g0lDWE6L&3nP)o^wFFU}wd<G@#vT%F}(t0#;=72pElBy71ML1NF7
zAr()!R51=XQIrJ-m2u~?U#39!3^`ZJVrN_-0FxVng)Oi6#=}M|+;E(OoLEs*7ehAN
zu*m80WDDd2#5k|~APAt!+77CPsVoFY%HGAm2cgBxX?!W?cN?x00#&!%P)p@dTM;jf
z6=Nk3?G;6Gq*7F+MN+t`7LuJdk8t^FE6+41cpd7*wNt1#*isuyxw&U><i!ok;}4g7
z9G5tgxUtFd^c3*k1OF!S6rkoZo+y8ZlCp_iP*6e)wa<SGZnFriMO*5*lp%klSl|w|
zxYUiShZKn%c`NXzH;K^_CU}7ib{lLP0nf<20Oz@F*X}GkBvgtWAx6thVNx~?MMQx)
z`aA}oyve=N&1aa%QGW!evp8|BrYm9UP;VYrfH#p8k@QV~SXASf7C#A+rktFPe8tD>
z<pM+~Cml8es*Jl@_<$QoB46_ZN2DnIO6`9y<Z*)$n<3-qd!)UYK13b&!Z6=d?oFE;
zhMP?x$oM)Ju?aNSs;u_SvTYomka;d-A3cPI4IHz1U@v5*qA~ZtQmNwnI)`i?e&FNq
zjahhdY~>q#qPn0^A_12m{zw-8CGI7EU;b-8f|6W8p$cSDIZ=qEpd_@C5pN~K!j#Mu
zJFhB%Mj8h}>G|OblC#L2g@G2CLI6iI<#c6LYWU9w;R9jSoB?N@Jj)k5fg_wjMjkiy
zzE_M{ZgO)X`;`(m&|~EWsG|qx1qIA90!a(7KJvu3@dWq->AmXs08h><zZ3#f3n^{2
zAlLXD1Cz4fz;H#}>ibg;YN5`e%_&=j9RG3NjgW!hxdKtnD#f*82^@vlPK9F>x%NsT
zQw?^a>Qg&Pn2{;)t<Vw^<>m-xrC@c*$6Vq`3Mqu*T7~5%mn51qwgF-F#97SBa-LN0
zPO08UhaF^jab1qKFvn_eC2@ki>CDKTJ>H^<#008W<emP>;cAt4Db_Dm%*mQ1eGqm!
zFnPisUh%E0@%AQ+4<1f{5C90c)@D~8*J`>F=ANE!hi<8)=QApZNL&Rdm0Q{N10Ml|
z=~@;xCx;1)@R>netto@iLH1LLS)fCbes=&<?xK^9?4L6Gt1Mn|39;9lK7e|QZY>$%
z2r3M#1uWGuIRkB&Ltgr}+^u=RQai7d;3S8IJfN|R7>tWfj1#Y$LiUvnw!tUISm>Xv
zyU7k&s8pwEDvc+zye0km@e0(H20RfOXGS^{f@Brcno9RxmtrL;-8>&IO;GS*hhi{t
zg}u0VwN@Xv?A(T{*MBPbvwtkeEDTdW6mkSqEp8x{1!so>bDRfhla-v}^Qt*zeDg%o
zd9vyNSTJ*|5&EVy-b_<R2wAW;Bc8V~(CY}+hy~A;B%%|hL%}F7*2=dH($5Idl`7}S
zFM_}@uy#-_U~(df32Qq*09E-Jp>P~RVk0WzValn?Of5UnN(#7fvxKAcw6LjP#i&wr
z1ZynN3c6A2bf~vlIZ%sNup^S*%?CGi7EM9moOErQGTFBA|Jo~S(@D)5FFRbFLQ`Tu
zp5qb|S9@fkh=>5M+CzD`Auh!Wz}iak0-37*%B7pgUp;Y9QTr<J35BMt8)AqkuFKI@
zs3vhY-N-R$*j!uJq`vxaHK*`rrF8NRb5H}^0_N87?dKa0?_qdFb$xO@8u6l*JVuzc
zny!Qix7Fs&dk5JmK)G0pDE{L~0lJY&%v}5XB+*Upt{vGcdhz^oY9Fg3Yy==X@`V+a
zE^N6Gpodc$(~(V9{g)#&5mBS@y&4hD8fMXL5)n}u;Zhh*f%Aa^R0S|8eOH4k@wU8x
zi<3poc*NkXDwCsY$WHVS8aCLL8f0Xmj$ld^ZZ|#LqFx<-=HBa;pf;XQMGItt;>^@_
zYSxs(vGQ0d3yQ<iJ^Ihc1mzz7Th%lt%UA4m%_}nx-Dsq#`T&bvto1Kkx#3tGW3z$E
z(L4mK<t^bz!4R*RkWIRsC@BF5Bs*aOJvUvio(w+DwLUytWxo@h(m|DEm4%SR8PoV&
zfvl*;7I?-J;rmvYijm$bOmPjQ&N}PYh``MXMeHfAq>QYQZp{4k4p+66DiLqBQBRbB
zQWX?pujH@p2sqjc+*hyV{=5Ihm3n2{YGK!2sp3Xz);_ovxZ<+dS-Y4GmJ><$I$x0j
z=QjLM9(~Px(yU9$gw}~^%f?0zIV13^C-p3D)LGcC(#v&i%UkON#m=l3W%;ra*fi(r
zKxF&Y!&R7<Um{H3h+C9~o){-m*m@4eYj?hh;TF;Mv8W*-5m9Sv;<CI})0Hrxx0&5O
zuBS-4?DXRTVGtFIobp1cFa5Ms;z^?I6{)oJ#Ou4>>dzD!-zYzN0IFeQ`W@%3SDya#
zzeMD8#litG){*-I1yfoo<Qeh$o0EnB9}_hUs~73JX>bMYYH;Ssn4h=&6gvc_7)7Mf
zZy^`8hrX&j!+geuCI>dzQA)O<AN>1$hn5QGnMAK4T<;4C*|utOoGcKE{1KGJ8K6nQ
zs%GWxHH|-|Qc&<j7;_HK8Ho?`ub{(+9q|g>J8Lf(@u~WJyg6Jkm`hCYaG;J|Tw=CS
z3TQHGImH4Xp3^!o;;r#x^gQjUE>@sCsTfyJ)-rMWXNIfJ>fEC4I2lo2+~Xu~^%u?)
z8Arob3Q{5A%gca(Y&Mv3?H3@QgY+8L8soYDkr5aM)(#TtI#HsLl>KIgE6P?eqHZmw
z{;P^<3x-n_<X3l=8z7`e%3o>NphtM9Ds2Fc8?Ri|rh`UmoYfx+2t@@xBMrgH2;-0^
zFNDP+GF)Q06FFm>l}nsqhub>15EysFgL;%`&hYAiC!@e?M_{>1AL!WGRthlJn}qLM
z;BW0<1m_j<&;C1CTbL$_>7>&yrhz7CFeGSx2(N;6Gla(vCqP;Fro$ERgV8CmmvmRN
z>9zn%CFXdJOEvdWi2x#X?_JM*YtPz|HB(CyO!?Ua9aG?{3Z!gZo@>V}R2NRyI$1Dg
z_*a+R%%tJ1amIAV6QmLj=my&@gZk-KGAWX?icb2dmVN|{;s0ul!MffmacYOpLK|-j
zdFGHtN_#}N2HQOxJm-LIVeUnU6|$>)mN{wL%{gQZdAxo8rl7WRb`ZxBmi(EZIHSJ!
zBb9FkWsjijzXpX8z7jZTx+0$}gf@;{|8m6*HqpaX9!nxfr2{b-d>N!(M=8vtY%;4h
zXQt|}Rq~kDrAYDTis$5g^(5_eZfZkL!6iqYJJ&%8>6Mm`Q{ya)Ct@#rD(BpO!Z0fw
z(RKO=5fChx1gSDq$mzKlSzs#5k550}{+I~JU1V65C!vmkN!eFnAOvFIO-+b$alWGC
z#^d^3eQq>L>u_}}sM(dS)#FP6y#9rux<h`IWtcHk&<*b@x;)90#^E_pavkM?jAf@M
zG;Nd64yxQ}{+lCBMn+`%L;cKG)43cs(ec&>p4VKaTM6x2k~fjB*i&P%2>Dv(SF;(v
zULP~O{e1g&!_^!C@KIDqu3?fgOQiR*mR3KG<>t5R=`j=W*0IN-fm}6R3G>X+PJ!W6
z&^A3vpCbwojWKp@f>H?<i+lQ1wBI^%L(w$l7|s;9rV5yyr6MYdN>7YVZ@60jOJN=|
zvUV{J)FL;!3J?wxU{0<X3`5qOds8A<m;{Zrjdf~AII79C&`{JwRI?MsgOJ7UXs^S>
zHbz9}#cjBHJcn@18b9B4)4OoP^GyT!h6DWJOsRAu9i9lvSJK4omz=!{+T?KyDk7~x
z$tH+AVTT11(REJdQfn>1h6=~QDxd<{5io4BQYLgvy^t~)$7++mf!V?n0}two6m{ba
z`yCV%H<9$vo~tKF$P-ama#t}T*k^_-=^Ibd{Ep^r2@;fFc@Uf4ipCfc6g;^H=`)(}
zF7lks-wlCb;98_Z07*~Ez9Iv!%9*@l7plK7{>wijyQ!RBx1#Rq^Sg$tEF|E{Rv|0u
z^_PXh=SH!+Pic7whvd{(gu=4T!w(Nv>{z2Spx}lw^h?LpU|@WL13_@QZ6LDT_(%_Z
zrC^f<LIe;^L|g)_*oR0ydiZ?L>NnKb1o+kF7=Pv_f7sdD9Cf9!B6>;um+4OL8|f}6
zFK!WC4_#v{t?PJ`qDt8c_?%)tB^>Ck#@~E00Zz+XPcJ}6i?M3@z;IQ7EBXDdzd1c3
z35E<UZ7Y>cRx9Tf4k7^uG7UvdR_=*^85#b|)N5P**`+Z<P{qj3G-d7B(%)y&*oqn%
zw#=?c)Kxz=TrnbFYepn@tf?u;a9DJ?DrBpW<p_F0wgHBZL$=LkuZ*2SX3Z1!S-|kG
zNVDRaS}v93!V%lV_!`s8Um$ssQb|y$d=M0e?J1SA79|SG)kmgmph!bt^ABFlz!N_`
z@f`8i;R;Y}=1fNLfz;4C3fw@oPE%^19l5hm#Sto$ed|p*l6~90+i;aWL^)UPbvn;Q
zq51?!sHfTCMwL>PAsbHiV;Sdh)r+5zqc`>HZ1~m)3<HM%Y60Q<p@9HvJNPQ&{m8;-
z-SCY}Inh#g9N2WY;`O=}Z&#n69ImD+$B5$1lkJxUH^g4}9HTa^v{YS;N>mpkHB%Rz
zH6=FjUVnzOEMD4JarFyMG1APLuXI4VXD0_NH$IX$fm0_tE6Gtg0ZQ)hr+R;WxIzOC
z)R6~yMy#><uAAP4#y1+S*k5x>qU*~b)!l+lHb>a+5iCF76<V7oKyby(uRC0=_6aXK
z`GH?oT?<x#!bA@ZRN%r#Y)}A%SLorozFSAO--}wOUR*m)^F3FL(3^IQhwB2P<y(6c
zg8d4Isdd=Mpy&4F61O?ejkSXmpsPH7hNxp_MQqawA&6`I<l#11an&liHQw%fUexTU
zN0>v59V3k)q*2X7-`<-;xc32?dBuxYRY^sq0M3EW8Ec)ad@HDDQpxR7DX3UcPz(ai
zR}k3rSzXWMa~){{JZ`W6F`ghpve{&X4^b2=EJkLH<z#JA`~bi~3Fp@_PdY@$6N?)#
z@#J1>`&f>0Z{$cU_bN_yDzuF!TWLH9^L+KgA}|bG#b?!O`hbLw8Tfp3j=L)7FEU(>
zCp2MV?~ed}K`8ub6QsZj2UqvXK~YRy1kUG&E3o_d*^fA_$I=tEA#+X>0zn(mBMa{7
zB!Qv~_GsmP`c;)giTqaMbG;&e9rM_{%H~*mKGD~mx$!NAt1Pcl*3Wr>fMup`G?qRq
zVVC6;)sJi1J3}dJSLdI3G68}sMt!Z}D$B0WYw8%r_FEVSVyx)!Q>5~!or!%VhPN!>
zn3+Yr{f-`1BlZ|!79W_>fFS0e>+;;UmYoQx9Mld^rZ3mxJ>ivY_h6qeKTp)FsVLDb
zy3UiYb^LNEWS;Y16ch5zs6DjAVw<Q}xnSyLrup&@<7N)=3uu0=&>X4E$!Dmw?&&SB
zufi42IRjxhPf$|eBOg33l`naEE|vCsOR+#^f)W>-RS+ih7dc8bvV)(N64*wXe8WuE
zatX*1k%bxlo2fD)#uh$UlT$Y<AouQV^ZL~j;fsqWmO$>cHt(({-n)NrdJc$1Q0i{}
z`AF@x8UbuM;u6Oy4QQO<>K?GaqUXav*(bTmU!6V}u8beoX2i&oA={};;v4>8(W>yM
z9_KNQWO0Ktqe#jG;a}_QEBxh(Csx(B{jzZGDh0^DF6GcqIal}7GCnh0O}ryD{e|2W
zM9o*~j-FE_n*%D%1QeC)PhMfAkBA7!n?78TXH!L!7qAP&bv*fT{;}YMGXfjg%3xPt
zO)6t@!$U(U&|oz&x(C__`?Lm#b;Ofo-nQjQZsfz`;c64o=$(;!0rIexY8s3f2(!{v
z5-kDhjMx$<L7}w4$SX_Tjn13CHmc8zQ7>i$yBuLBhwm-l+GE*_QLz-@_2nwXeaPDu
zySTxhCXGoh1l(^D;oN&fy-GwFuIZ@JU)6?7l{V1ovxwoKXF}#uQ5Uion<@*LGFa}J
zg`_>Gc=PXd8;jojxZ#7n+r%iAf^vElEgiDV2b>4~GpV#w>IKDlS<9w~N+q-FOoCwZ
z^8}6M&Q)eT^pym`YNc6TF}^aPGVgUowDMsR`X)H*25(i2+n6W6RE`f;N%w?@IuVA<
zl<3_#H_W-TuJv2@>(TD}*8Zv4X|M1PjmZ>GxO8>HyDVIdZ)cs4KPCbax3+_O!<E$I
z0|pwduG3CLdT=fFHaKom&hPw}tJP1`<<I;EBn8`_0!AvSiuL-F^yM%AmV0WWK&p$c
zGF<f!_z0#-ROXhOX``xA0Va1dUr{-!AyfKn`rws%*3{-b<Rz5Bb-3EvA5$~iY-+Q@
zxZdC6`S<{BHZ|6o0?nV{hsbciM-Q7bXYy(GNNU#O%AiPX=oey$%|GNVKyb;FwaV$*
zm)915FNDX>C%`%jH|`BrtB|gZ3BvaR^wk8YXMv@^%gLZ77$u-5z=XQawPJ`8Ew2xw
z^iVrt?k!ZedR+?OhE(jE3fRF+a6MQy*k&`9N*_+*6|~uWnKLevh6GJ=H=+VzlZY!(
zVOWe@+7xN%5jUo~6Srw?Yse6Qp^yRcfsno8MXzt8h#|)*GlzWgm+7czWSE&@`+bT7
zFdwQzNjjvGK)oxEg7Q`)7PNy)9tFktCKSqfrXxfh%&)`MN>RC3)8{RD-*o12(LMMU
z4K|>h6_E-@M5`Lia0OT)co%<K?k&E}>WOO`hH~qTuX=0y%hfOt6pg_{l4}!Tgv|$G
zp09pb1crfxS35|5)RdB(f|B~AY^w#FiG;(kn6_S5vbm3MwF#5M^|z$6<~VMwrMD8^
zi9W7A^NqOCF;#EnFbniV8(M!OZ!Tp@Ec~hCYZG4V#|3Bbzp=_d)xX$z^S=glt&3n;
z?H6wazK%5Gt)ugnGqu9ztEN7kE5{1+6{?qMq`m+FubWt$;;mI826^I8q*qT8WY(l!
zr+^z%0AXqpU1m1`AAB6z&mL%y(3`^*sj&)2I}q&19VkY4Sy-2dFu}LtWwyzR=b(V|
zy}?6(?DsDttpW0Le17juG4gGgc^$51dg-UiO78)Ajn4f9XagK(veKzh4p397D<1^z
z+kOg_#OM@6^CRLOKFmT72Y4t8@DvMixVL<3k7YCDBWlA&^OYi+*ga>wNkhIiqJpug
z?-3PA9!tcK4PA%u208ADNa`VmW{hNNDoAnh{K=3(QPe{AiWe0iJo}}<av{69R(E_B
zX0ATZwBZ=SGXgz6INi~sR}&PK@KC&%ASnPxcpyBJN;~ZbmrSi3lf>eZR<cu_P8~@l
z$EwHNdoWz_joX}uq(JQVB1~lMy|CN_kP+6{<dv!!PtZ?BDwfB?mDgL0SVF_eR$+RG
zU|)9qY|yIHRlHsyGQ&VLi-AKD&a7Zwe{|do@I3s%5f}zm3wVz0Wgi1&zn;75gYqo<
zNQ*YFynEr;bq(v>)R%{=@$DBJuF8w>s{&Ds8c<78NjDI_*5Hp+jaC0~Sw<|+;R756
z`&EW3;FG?(Ves-wVR|Ap<ZkV!d{dRK9O$n-lyJ3Bc2@9(xgu{r&l~efv__LD2&9>G
zi4U17#cNt`-k0kX(iPNmZ$DkS4p*W;Hp>mzHK}F;l1O;%AKi{`U6VUs4NCUoClJ=A
z5Kyq1HX2YM1*~`35gNDi_G2|$i~<}kNu{Q?YU#C_Cfx(_H9+7OASjfKS1>_>^i3UV
zowP+-OLb`DvHfLmMTrFvO-Ekwk$vF9hvy0bL@cOxKso*1@~vfO_~#xUxQCpO7q}(A
zQlPWsUa@cZgAs<(agV5sFvx6n1j0#<u>(5qmdEUPBJg^vaF9xL2*wRYtf53M*~2SQ
z6tbWmhiqFJ@nWNhg35j&yLQAjhluV2loOQb1{|j=(wHz4qo5=-d@#hfAW{^i@-<O+
zgA!~T1Z6+t-c566Xe=(LV47f2MY<;i;;Jg8gEh}tuxFSs>GPyAgti1pQ|S}q#|m(J
z>q>w;;d7h}sEI-bMLnJXIUe##P?ZlMYKhMBuz2mUdc|AwqK7tk1r)+`gmhp+V6F`D
zM6#+`Dewvy+4-a>ZJ3;o-xGmhAgW9)(3u&nBfzQ;7=kAVpy?06Q0ThQ!+Pc2Pt(`1
z4lTWo%&d*#jmSS%PJCmB+0|#ALe;1gu3BROT~`hFqL8ft*?nH|AEm`*zs@qPhZ^|H
zmEp=@^`BnXKmOxC`cEJIEz9pX$2nRQViA$Jn5xjmRZk{fl9H>cd!%OT6g=??^jwAM
zT|&yS^g)AAjA9J2(b5E*8);oe042ay#lCrx)RbtZ*4c)gYocGXdgD@}T}Nb6hF82_
zE}`Mga3=V&lhimD6nq%bhQBP>15(W7b7aGumXDU_^pKOb@mB2Kf-tinjSp;E(&Qsa
zuZ^xhw}U7@hZyg@>2)}>#xXueq?^?=TACYMfRZl8*Z5xk{c|zefB*t)bR^NtV$nJ$
zJfHzn8H5#}){b2E!-q9CAuliXROVjc05|gI-gWb{`Kl~Ho_)!c;s`cGoq8z+7!pZP
z=)EPwu`#le&GRX0pdrAua2i4?95|PbCqs^Yu!0!e=7>UGDUFuv9P(b)tpt-zPCAr9
zX0H<?f&tlA6ax>Zh~5keTx(6mH+CYM^d%Ic17oUHohB3<lQ@eV9%AgTbhwh8R<Trr
zVw@$qN<*X*^(u?K2yi>$56Rj};=du8F2M?7_Ot19V)98*dasC`{a+CQxm(*owXn8>
z`6IB#gcYi+Qc8G-V7Rv}q_T#1SoejkKm8D}ALR(zFFsri2x_G6!>fK`Xg8|BziD8O
zYPkCUURU##iOW~tVz`2v+FYwU$5dznp4Qd22%Vej<WP}9zG=smK`{>UX=d$p)l8LM
zhjrW}+FRvxz4CKg=}hVFT<sFVuWj?Ef5VLh8dWS>Kp^LU{+nn|zpFLaAKBp0^3g-B
z5R33uYa>m-;dwnBAYhTc@X747^%1e~$;r=DRx-F&(>7cQuxjFukTt}59~^{mGr(dj
zK-<t#fZhU*95EuO0(5n+rH)yrvngv5Bq<iy85H=nBlo&qIrzxC&ApC_P_m|kw;NyC
zV>wH9oa^+u>a>y>p81)QTwBSIgnibWo<u}c2?ZTHu4R)_Juos88j>_mMhx$=V4=sF
z2*?a#uhIPUzpb<d+s8FzetOaCqZ<;z_!{yyhsXsB*z!E_Dk86V5zc{3jc1%2ssjqb
zo~P9?lu9S!fVjMVGa?UtW!W=q@$L+bLI^rc7Fy^HVeFK8js=~Y$QBKnX<<I;^CbRb
znirkO0nrKbGi5mMvQsg#%)V2GkV627g%wZaZbAS;5Q#+~<=3}TjM$bN%acZN_U(bN
zWxwUd6VIi|HpT1o{sy?g$cG^zAHES91IxMjZU_tm@nLFVhO63vj!-G3y%>TgXb{IR
zXI;qFLMn^Rh{t}VJ*DTl7uoq`hbvI0T1l~@;I_gMqc)u;z`;KO^v?nP!K&fP)&1v(
zs~3sC(<v(OCZcK_m`V>~20!gpIw%8)%Sc*R+e%a=LV<&Qw1Q&z=wZm$vyvKFo<wU6
zG&AWVt;vX2UQ>Ga!aa*|OS<{&+~%vAh(6+@hk<+@t~dbd)TZuWmM{s}$p^7pk<E=K
z7}&@mSxp_NYq}U@n6e-v#@Jg>UK9pDIXRO4Nmci{m7Z5kPO0}fnh!#oe;+u18X!3j
z<f>^4P>gGU{lQ9VX0l>-0+cnN%~T91B~~JYS>8pRS8*GEypBIBdH6H<40$Gx0=&6a
zqE^~9<%r6@Qy|b;0Ffyv6CIcEfrlM|B<xFyCla(0mA6sdH2@jmEtC*Xq@{A5(D=_8
zs6Ln{$CE*9O7CW*^RSR@zKLyRML82s4YWA~EDnl$g^V`O2)=DqP{^omruq#CPshD*
z{gv(2udiy>f#WUsbmD|?y(y^huTH@mde|ijM~J9Y%7};6R9Wx}G%PpH^-zLrNJ!W8
zdD4rrBS&5-eNUqCCSp^JEXRR7;c%(pj94ZFSPcPSC9SUBl_?bE<WwR%7EHY2p%^P$
z8L@Mgj|}=&n(Wu+)Pkrhx>sKO>}NvdkZ3zvBBc9kq46eMXTw)VU>Hc6FtA!6ylXqq
z5vG)I149%ACJe!F41d;za#sBU!SJoN>y%cd=PU0v&nw#$7~zrMLELZzm+mPiQ`PTU
z`;1r!%mUfe-RcxJs~2J-WNSsTC%#hMRTIaAlW=iN83Ms5WuWpmtLCel!_`_E4BqS%
z;vJbvZEnWP+fl-+)&<&#YC^$|Cp6r*FaaIpL7lELGL2x6=LxL5Zm^j|=Z{3QQ=&_8
zY2B{iwVY)oGNn72U84Yqh&=I?J?t>fTfIQiacpJ}8T8PYB!jXrK5(NYI^3{)WdlOm
z+0@}h5xuhDr;CqZVa>M2PT{Y5{#8V5WzjH`ha9_EO?U<T73AdlONcN3nzXeA=oQwy
zD@PNfdr|w!S@yFa5lW*J$iBs;W|d%fE<0X?yp@Hzzt_XZD>xGggQys<SKnGyP-j(`
z{D(Qmq`)Z}3Z|9Z&QfL0YSM5P3#|yB!~A)&WL66?O$eBVnLME<dBOqCxRwGQ`qrLw
zhW`_?psvC8<Tc`#kmn$bs;ovg93fs&I}QR)ca|)dopqdGb5*44eTO<uj595S3}Opp
zf^yJEpIi%ngZDvDPAQLq>LBmZw3Raxl+e%yi?FV;>MWRBxObBS-nyc(7UP>xT*0~d
zgq;m8$ggaSil74^f~~a20WuYnODl=<`V=EOUfHAxO4h3!{_eluQ3>0hI+dwdu{vPG
zN<yb|zNFub?mYbQ5!e_wDx^FWPW?{Hv)m^~zQPj)H3Y-4bzxu&TM&|d;v3mfdWfp%
zEH$h2hzv@5m%&XR2vNh8J>F8SDd%XKj~@EUhN>o!;kLyZ3swEd<^#sUAyu)5*-aK0
z6#o42%6w(bzjNhVXNf|jgh+IZj6PT3>Qu;Suc{n9T&3pbFzNNyrggA||Ab7htP)h<
zQc&j#z2t&pGd)hvqQ=~4xVk2qR}K>0m#n`0xAM2e8A}$}BrgCLDGY_|xIsf8bs`WU
zgPm;Z@&*IW582%C2dWJWHVoN7H;Y$%^A+;I0WD|h@GdAUH<;kLJ@#`uO!y|tIaaUv
ze5s~{Vk}cbAs%voGX?11-@AhRI6w#pP+AL6zSaPJ^xOtU;3)<0ugwL%Fl!TBih)%e
zc*oA#kyWeL<;YvnxX|9bRzboawnKZ)f`GJIZX|`nGJ-P|I9I(G)x&U%L{$5|l@V;=
zFhHhcR*A?6&skWRRw5>3H*kY(l?xek^-6BUiZ?^H!ExJJXf|gRGKU?9qB#uVVW8JL
z<uL=>6EdqnF$jl{0gh9`R+)rt2YoCk%vsNpFK0nsIK}0}4MT~5xwleyR7{-5$svFz
z5g_D;03v-1#gpHb8iBK%_U6eDNfc3$IDiYycrt2<36@v@h@zM*t+vUm{jF7+Mj_M2
z)Y3ySdc~m?uM=1Frta*ghx6OKd_6;qC($_DzCQvR1F;ClDk632H`mKt^}00Q>H;6|
zgis*N7nZ&J&(p07oh){u99Clv>Na1Yy0u9?n@${kSW6G#r}T)PmB@JLD`t~l&gd81
zvnWg!H2oQ_9xyf<XI4#dZ+@={gl`;!fPeGKKO8hxS@Yi(bey9_D#p4JQDVv(SF_30
zwcQkN1wQd^z2-IC8$XcQQICA{qF~3A8{YCKb*;~m2w1&{#g{*Huby~aW@omUM0?H@
z`>aXsOGYn?wp$WyIS~l7MLJ5i6g%3XkgrX<rr3beVx|oNVH`lWnXkr&m2CX6JmFh2
zmAu<25yGG4<BVtAbJlo8{PRkVzLtWm6pEQrnVxf!S5;HP)fMD$F0`%%=(#N143N$6
zv0oN$PF9e&1Up@FS`3>kRB`SZsl{vzd=j6wp=&9Y_fo6?`6deKaMspa*YZS+NFpiu
ztPEG8j>C^j#_RViKypF`9k2M754;6Yl`D$pqn;WM;YqsmIiipouAHubYNH8-ya>7D
z9*aMJI*5m1i_DdeC_2blKweMzShFtn#~3ytI5FlZd{r;@N*)v`yeElsXsqCS(pyq&
z^IDIOp?LCJQEVYhn*i5%vihGVBb8hNb;Ff+B@SDZ3BZ#bSNB#0yQw41oXt*&|Ka93
z$+B%lZzJK8!JchDAOh9wDrHzC*I0ppIB;!wSb>?oMHq#=Eqq%khj04Y$i8C7Ri$LP
zL1q%+Tid)9=hFucB=tjhPAV1(lgRj}3fQqBpRqI}?C^>OM{6aOJkn+%>A2=1C>%k)
zMkhBk^hAHZ^3Mk?H^u-E!NJj^nQL|AE&Z%cXJE@!kwVhS+ne#`tt-c}v-!3{S8Dj9
z-swQ&L;~wAK3IXadg631YW<=Uk!!O}<zJR3r>|PFU+5&X1;rUrOuBUt334Jx>zl3v
zufcCRFA%id9B8=eAEtN?rJH2qnB^;LkbFV&m7E@mi(_2EX9vw>MKIwobb{@b3?Fz>
zrevID_J^4O;Rb)U33fovVX<&{U9a)|F2FU$FtJ%Cz~1O+-fos2%y|Ov{E0SUZa<gU
z&nDm40aP50FhcOIaGu8}1nOv#K0kcY6W)q+)WeC_!6uSqAq-cdBH@6*+C7Qvy=7FK
z%hD)3xO;GS2uX0)-~@Mv;4;Ap?rsV01QOgQxLeSm3GObz8QkYiva|O-?|06()_vEy
zKd$UqET*2Ge!8oxs-?QBx=*|a>~E=N0ah@s7u+P(k3lSPjQp=TlRVn_4NRPM22w~F
z{fIV^io~iv3W!^7xo7IZoGxq3A6JxWQr|IiP0c$61<?^G(x~a3OYqD*@uSnYE?^aH
z!@s87Uf6&)#L47g&qjtXsn5^XhE4sZ`9@QwJ6T)ua7pX!VByaGX-{=gv9az+i@(IU
zOD21qh_#w}6Q*LuvecJ;l`IE;9C$6nQ7oEgUwC^|1mD8H`?zJM-T-p!yNxsvg<$!d
zHJ56?RIpom_g-<=#?zLk?rN~L5yvmjV11WbkhUXDS%;{KY^e!#Pi`w__*qfnr}%tF
zRs{Vb#Y6zt>S~z{-npc(7I}&87w@TJ1BA@Dv-;_2Hr-a;0rr_lftAU;(vS*Ni@*;F
zY-^mwYXl;o*;?8DRuNm~SaHs=Bnw_~c_GH$f^GaIQbO^raA5P+{P!<dc(ct-Zo+-!
z4GDG^)YT7A%agCyr`6Oc+Co0K<w8uV)c~O{pAG;fir=)$Tk0~jEKlLh)fL}?5Uv|D
z+9fY1{FMUALwVNidbbvv;firA`P4J58*_I!dXdY6hWc@ClDnObJtMT>3xm*a?qhOk
za6<Fwtt|sC#`tc0D!NMSL1*c8@ey_AUTwv^8FR-KQ2&h1cT<5;M~2kenNxh{PlsXB
zyQSK0@0TM@5!?!<J7Mu&j^N<8f9Q525W$|T(~H;jRaC*0%I>2JL|geZz;I`4Y`eYV
zvYPsEe=xIR)#;D@JxWJo^Q($eUf>Q3#yHD26!YAVDb7#tQ8q0-Q9p0#)34Z8lSsYm
zRA3({&)b0O^P{!#0!-fQkx~Z)5<G7%LT^-^$*g)B=0Q={uCi+d(Jh#PdJ3voKe~Rr
zeU`7OwO2*?r2e~pYu)D;YlbMsHALasHx(94j?x;<$)Qp1uFsY&*BG+Rgyh!D6ZPr8
z3Ok_~NMy}P#0#+4$!#{kewvc=U8?9v+}Q(`$F47hm9cLjx4*;^2_OdolwVVey|rr0
z_!MN2Pm~?Qcz>1hX0ZI59x#Qm?n}puW4-qTkuC*Py=ks!LRCQ$P#>kwTjn2Tn1c_!
zzxI`lAl<{DIc^{Gzw>-=v?br?z_DhArOP6tseZl<XT@{c$|5%K<Rekwa8eSCVnAAn
z&q>F3RXpa-DEiJN(3J0UUfqqgHd9Z+CqM*6Gw0lA+N%<()T?qGbKyA~mwRW}$)UXR
zg>iZ593`CVVqADO1chRckjs&0g7#*SL7AR+#(BZMC1paP@z$@V6Z1q?ZC$sX@B<VV
zt`VCj`?h@e#9vM>d<kRJU{8u`I&xMTNPU|&zV7H%)E0{(%fN&RC#fL?!A+Q!c$&C5
z09m@5FkMMxwyY+I*=;03V5QqJu4MZ_oV*sJ@zAqicgd_uBy!?1<7waL?>f4k(;@AY
z*W*YbsvoW)PEd;{xKbFCsBVrT8tl|A$=;<zz&J5bho-zur<|@qRmr29O7HZf@d|<s
zYaTbHD=E0y(3gci38z`x`pStjnq;9;$d;KpBf>WSqIj=0N4-<$lW9|REWd3`dgoct
zT4$8(wh^jdJq6}Oa1Bu9%YBbk64g*{>cp{Kx^4sGiF@)6BbKe8X2geL8}_5uXpq#a
zPK8LUM$r??r`vYV!3?uQ9vgNV^o}H=HE4FTBRv5WwczkjC6#=ayMs;`Do4ZR5rL}+
zrj6X0kfsrb<G3H20!#@<F;|D*s4U8bs7`W*M|T*e)R5ewE2LXWY|Qbvu@k&Zi~Is4
zu9=&Jti{5yMn>i6g|46Si;HTdFnUMri~zbaZRMO%*c?6!+3qsH(lw#5vEwpC3w!P?
zwA$pSeVRN)V;5k;>JNBY0CEPvN+)iKq^00~;1+#H6S`E+Mpt?Fye6VygDKc`(d`Qx
z<;U<GGHJ3gFhqBtk$m*|8)<A$MxCg{MHAr)aOaN~QzA!+gFlpK;4oaDnCwv}-xM^`
zh^y43F;koudEh=NydlaX=T5>#EB*Mx(dg9+)-xQ>{;|A|@9+EVg}*iypV3Rxe@4y<
zanl>UV#&4KW;_339cGSXi8#}`U52i<jjuMKhVLsBUvguKaDwzzAZYc$KNV1Nz?M(T
zL3~;{&hUy_RbJO;IJe_H0lnmIVU${%!gmn_qmiqdiLkp}-Mx2f-O0CB_U7=aC%)$9
z=OdM0?<JpygNY>~YGya*n$gpT)^xYH2nXRpP_VI_SSL7QoA^frbT~!`w2Po89F;Md
zllQi`&Yf4p%ENBXz5LAd5}(=3?kxumb{Froy+Mz-ih1I2!WJd*;|=5)8GXiG0SuV}
zTn?aN*Ua90t^4~xDV(V7;Y4D^1(99439si4zf$#QC26J@^cUg`KGgwmiX)&Og3ck4
z`GQ!4;~x&<2wR0wu~+3|<O390V1iQfi#}QFpmTR{ie*vj9MSF8stF+Yk28l(`)qLs
zpUD<1x4&XmW6yZjASs7UfQNjShxu-7Ob>A`f^oC(wGxq!b^r6TwTHMJ$qYl?Ne^+0
z1a3<-?m3?iF7{6su8Chgktmk-kMiF`q7}myo$0u<iy4*dv5pECVn~+nz$3)gd870S
zlaCnZICU}p?0RLrfABQTTAImEkJ&e5f!Pn9R)1BUY)%Myew0#_19Ams#Z2iPiBVU&
ztV1<TdU;DISpv^zhLfY)g5!Axc@HSb+F&{qTmC9iks;$|8|kd4bqn;~5@Nv;%&=yr
zlRhfD@pCgCR^22U^}K!G#B03ENn=!S<+MgSl{T0ok{1%%YdwJ7Z6JTe@sd4$bTC2;
zMI9mZTH3fX<Qs`0L@1#|O=4oodY@Ek-M7~Z=Xl-D7kEJRY6g#^S(cch8U_~Aeb~~P
zjko$bZ3h$S)IRJ9PCR$@+%pHxmPOC4n=@Q0;$u$VP~}0Lk7=Wc7ML4{m2mpX1kv2D
z2CxTMkOWL%iA}Q{$U98j3OL*+Fw&o|*#%(R$7ET(3`@=`{QOl9cGz6WS=|HMer?2d
z4gCTo5ujZ6F|oJZg~C7s`B7#}&Cgw=k7>O{w~vfW$K1yzYhEg)Zs=s|xM-}VFAa{<
z$NVPZ%a!1f(m)pfS8oYRxV_EyJ@mjv64RZqj8{S8jy$Y%!4~yGNbULlGq;i7>6x74
zgND)R$jg%q!Z?vq5~7h;+KruCMvWOlv8n3y?@RnE%K?m)@YUpLwQL;<o=&FV;D}^n
zxi`+7{^lP`JRS2-Bgut@v~Wer)!N*jt}*ExL(<^~b~#1{yu;YwK94Mfc`5df$=`Z;
zD=yJwi|1Z2<=0c-3%0Os7xRV*v79kFXtmIq?%ryNh|p$oXOg?rqOj9=Fe2a$kl|P}
zkOk$^>mGm!@~%aTbkTdY47QZAxzjHrukiOPJc`CtW%*RoX3MZss~z!SozU|RSCB_>
zM%c4tRThMnTN7Qw<rG+VS@3vTXwe#Q9I8f0%sLvo*r#PMjdaBb^5|%&i^d}adK0@e
zkr;*@RwxSulY<)?mvk&++U6AD-r#W;!KYpIEdkU$LbR+<$(T=J=`{-Ozq}JjcX?FQ
zdj9<|c(+CXM1q7-adP)uy&=~2&2FPo{&0BXLpfcPSHlP%_w=W>j|{_tZp!Cl8VPet
z?cM|$udKi1`*GN^&1+N}AAI2i5@)yE3uYWSUaL{5&Wi7unc@zeE74CT+EIh?-=>{R
zh=eE$PE@$Eclh2$d*4{}__mM04}JdPWlN<jA!Z@w>wRr(y0vC3`I>;b$zDbU?upup
z&O8Yt>C>VzEWuk}5i~U=4UIPi*31sW7EXTY-W8YF5#2TW%o++*p>L*}!sHXuiXYvy
zvO?qtF^x$wJP0*+z!dyVOj$SL)a_DsWN;4Qh%O9eCwKN?8hDC`4b1j>u{?6_<&^BY
zxY{K7&$6{|3g9Nls&!(%$2{Y5x2^N|>=$xQdYof!CEkv=8iOMVFB{L;d7~$#Wadh`
z>S|f<7BD98(qx}b?U?PQ!~)XDF4)quYC)mbz7prS<yEs_kbwj(6Lxs#@TsY=RC`EP
zWRgJ1btbhLp(faKchKWKR`e3QcRy4|galW4_76HUNLxLHtBIW54mxq-@T=cUIWI^+
zp|%)a%Xg@He3ZG*8FlzHl~{m_>(RT@NtZIIhG=QT;psGZdp&ifcavr;%_W#<H!3YO
zr{^PT#C;zKuO<)5zP^@V@*H!NRaXgo_H=K1(6cgPBE}|nTCIF@K6eY9u_on=JTp<B
z%zmS1?P*h<iS5Es(PKqoPx3cMA{C6o@u`ZZTtX+8Ovct_W~vK}+P-L9*JIEK-}0ql
z=UB}+3@@ETl(6-~*1qsi#B6QNWY$cI*Jts;+JU{M?{KwC%c#w~GS`jWi{@_n09NsD
zT)c2sr_*aMSyXert}DIWzRz^bHRm0wYnil?+`f?X8K;`z{62*ZCg7)$DP(zkuDUUn
zaMk-_BM5HdP|%Gvo`St8?|yT*RzK|>Q)a!<2C9!~`M?YR_J^n8c-jrdhXNh@a>B8)
z8Wv;RYtL*(o(+04uqr(>YS<neAsc9gok^LhZN%sj^oI$|_s~+k3-TJsea1QyTayDB
zj+V(_@|{$jMpXFTXE1iGb+_5N&-SYM1-F7-%bg*fN7`(5Q$`>j<9A2nuj^~^4&Qa_
z(#(=Q^BW2LgmrP<(|=H;1=V@Oc8K&em{WF@6b-hduecezNa94Jxb?L--U(C2R;!QA
zan-)r)?UJUZT2QWUYwOyz}fP<fpseCF<F|lQ=`Qt>JKZGlE4&6?&GLDy7ljFx@OF$
zPi8BhO*a(ocL$HSdRN_v9G3V*pC^0`cBJ7rG(wzuD*p6--&PG<w29$D7&6=D(zScf
zsZ4-DEygpE&*iYpcJqnX|MtQz%7H(zJJJ`0>|uxc`p{U6O0%a<@g=c}JaZ9G?}#G2
zx~##1WL?5Y?Ns;B4Q;(<U75L_(72<g|4fgZH6!Xuth?&taKo#r^hMmskxlzp-$*&%
zS%HA;ic?R<u*Okaxvt?DGt;h%Oi_EY@*U2s!}k6ZqR1ns04GE+f}TkG6aUB5lNEUz
zpgXC?%jbpOke<VAUGtk+(2L%N>f^=8C93C##N5VH4Iq-zRST7@`_j|IGxvkhMz8D<
z2e-GRQXf1I<hX|&2W&EVkMAE8lSb~TJHJkM!q;6)3;MGM7Q_{Ylw(E-W>Sh%Lb6cj
zlwF6k<1=`7*76>NI$A_=TmAh@g;5XR*Bc6-ZIjavr87U$ue^sp-gM`8F(<@}ZaCYB
zhqKl{-`S{5c$ob5zy&@&+E?S5fGh!;_{Ye4ub&m~DpU+-9^}}Fq-HSKrjE4w=bBKI
zUAKCw6U2j}a;!xlw$0jkR}v!HqYW*$J0tQKW0(qf?&}#lbK2(1{@Y*SN^H)n7^4#k
zqCI^xfPSRW>h~{^qwdM!Es1@G9^r>79}~}7jO~&SD7<&JrzMYkG<PbqK~Hr@kM}mW
zo!?w-#2*M=xnqzo`SgDqA&OOiWZyX;UcX~M@;W7@I+$;xoT<F_ZD?4(vRL77s`D1z
zlyB+KxQV<#a-)pM;yW4DURnQInb7`uWaM&FaFm4w21Qm37B?;c{t*qn-a%#P0|XY{
zEGYn<j_R*p{sI4>&_8tehYtVu_ls3!+7qm9Y=ql?zx4grUG6_Gedpw0<KX!7)^~oc
z|8VO&_kZKocMcAozixeJXXBz`m2i0D;H>UwVrGHLDrw<nV`d@aY~uM}ZiA<Cb$)9>
z#ri*a*E^Mn2&#*#vxSKrst3&BcohtQ3cdR?gwpakqX&0yx$byG`quHY4u?Xt6~<9E
z2?*?iS_cmIa2&zu4)N`~Vw14iIMK0h4w4w0`JwloVSco>Y1Gd*$2iYPRlCt`sQt4)
ztwfMm%A(zzp+87ZvPtL-<XHXS%?%?S7k?Cz_}{Upd$?}2w0Ccp{{xeMvhF97Ie6Ls
zVlmHuU@`B1gT*|5bC`?oe-(ozB{U>0%pA-u{)N4eS;!Fp^QF0isRh6s@bd#%07w8}
z|N6ke!NS2K!o$PC!6P9c!Xu&}qoAN5BO{}tVWOj=VxS@;qhq6EU}9lmW1*nq;NoE6
zLSZaOCjbo@zy=V9fx!VldH|FF01N`mug|Yap#NZ?<su*=A)}z8K{M2017KmGb-}|S
zAi%>zfAxj_4uHo&z@=t?iHN6af<)u=gd;Hi6EdxMRTsY6_Y*o!Q|BNQR02XGViI}=
zMkeN`T--doeEb3ul2Xz#vU0D~H8i!fb#(R2%q=XftZi&vT;IC6dw6;UhlGZOM?^*?
zBqk-Nq^6~3<mTlU6c!bilvdZ&*3~yOHZ_0g?&<C8ANV>rJ~25pJp&ETSX<xN+}hsx
zvAYL8Jv+a+yt=-*h0FtxVPF6NQNW}B?mj8+OSNbltdk7m>aPzIGIQpSyLkuW{;rdD
zc&w_bs!FPfhHl|S^ovo2ZQe>JfaZ6)>im}#PA6Tl_tm1wtoKhZA%JX|(^6i4%=XdH
z3?Z}mR!|QKm)o;Wm|oBOJRpwhcyMsWuB)Qt{Ajq4WqZMiXvATmPM#a_70ACzUq5Xs
ziFrh)F=+nDGffW=IXI;aX!9hhz{QxsBU6Xa<!f*sFvM+9uJF6E4AV=*77(UKkUnwV
z%>dwbW~v<voaNk2@|BhEqGAl!;|q~p&YL{G3s6$4;d;7*WgH3$rQYdWp^Z+0Eh<xP
z!F%a<fru@Nlsz@Gt0>5@puP6z*+(3O;xf~XXwhNmUm5A9Y?*SSn7bl=Sik5mDf}*l
z51IQ9J?CeS_}O!K*!lkKIqYm~|K4@j+1URZeTSEy|F7YZgPr~V*xoY%4SW87r1$*D
zje^R{KY#yF;4ca!@XbpEJiVT<VriuARZC%riIb9$(hZy2;?ra(mn#|}*-Dy%%_q}L
zv!hG9FICj@eX%C3V0Bu4Lj%3`SXHB{XB-<)7OtH3;xHUvZsVz=lp;pWpqM7z<f+Y>
zG{=B#Ftd8F(t8G%0G5}obAw07PUof0`mI***tXVh3NnvMxP7csC7p1f+n}G1Ab_3t
z`;v;>#bUZX|EHrF)3Qp$vc-9!`FwC06S1<5aj>+a$*)}HKS2P`Vz*R85}n)3M3dDL
zrga`q<255_i}Q1%G}ZcHYpEu-Gf7o4S{@?b&J2nsv)2NXA%GOC)6xW+Gnpw2HS0NL
znsh0EWo4HY-Ryk+R0&sEh+!XRY=NcFn{arIZwo^C2nN#$KN_BKKx-7d!#sZUq#TSr
z5bU_w^nWV)`KSYmXeqI4`UZS8<zV$PkN8Wn$<GUN>|dbm+2w_C_q3vXHIhOQu@)*J
z^+Z)lKWJPob})ZxX51dfooG}fIh{_CxC<YjiI}hKv#vbvlA7)H_ZJZZ5sw<v-zzn&
zhD4LqQ@&U~o|5DbYMe5wqGh4BXSj~G1d;hZEw4Yu>B0xVpO<~s8R1<L2WoPm6%yk#
zY^f;bF7}|X=L}XC1a8o=^}hUB^Iw1X6F&${_tv>+OF-V?U7zbSw{Lt7&q0{r=RtFe
z15s=+m3$Xmo5ZhKCVj|r3+{`FT{4b+<kt8qp2Y+LHpW{C_5i8$fDP__3Z#>9TV;yP
zQQ#amR#+7p$3FI`Fw2f8zQ^11-F#AHz)ZG4vMI*fY|_t!sqCM~6}=V5g4Y#!M`k(e
zTUm5!39gg^T)F2w1f}F}R5*6HmpxLysOssa!@h>rf_b`N*G=>OV(!|k+u3-CLM6_(
zZ03azy`7b*;UwaM5q0^3WP=4B(TJCJkkE6APoJydGA?d}@Qd`N(WCOBMjbGBsWvuC
z37Zj<s@M(FLFiz`53L-H(UhSoC!;A14YDETc*d`6j1X$?Xyj-xKlDCZCLGVBmsOZz
z7NRa3MHZ|3x=#r`LrRE!XV-|c!o$lO$<d6KVroF(2_1<A{wEWxOb*r(P@WI*>JJAK
z8CRs(SI3n?l!XiE0>#`JkA&l!t9Ip?D}V)s7*iF$<Sh!S6OC!_IWs<rsjVw55L~iJ
zRFRflF2_KrV8&G}-1SR`OV0i{-~@L^cwDdfXcc<kt}&-av>XqwQl=wJ1s1xV{s;$(
zQ_K~}ec~L0d0lP6#Sj4$Qacm|qp1YcGX~7cP@G1`7Py>wSiOpg6W1nP#~@UULSjE0
zW$CQr!#1ccQkeO8&C)G8&(Yt+f#LmOth*Q?(gb@c_SMZ$?>x%HPQ3VQI3veybSa)F
zrjn1b!;UNqJ~(SHi>nC~f)9;4N_+$ZpG8N6Iqe#AdlX6W5aPaA1OS6+;iIbTC~ls3
z{c47muo$%~5y&vH%geVJ<44}UZpE723x#5ojLs=P%5FM^laE4fP+7wY+nUJt`2^4w
zE!4YdU<z>u`F_8resb%dp)RDIbPakX&%A{12vg}VJHCARR;=kO$nWGhkoGh|H;?EF
ze;y0Vh7ItphC9=Dt%Acktq-rjLp!Qg=U~$};I)@_hHQ&Yl*L~H4+Y?gE04bbNC#Z@
zjSUuPAOKU>N0J-uegN8>(;jd{SzS5yIO+-%Hi!=1bO#xLOPMA}W7j|lAP8XN8UkoD
zmh^c(Pr@PP%Su0qVNdhMncWBpjMlyDL{=l6eXl*JSCOc1AP^rzav+2a(-tjKcY$!q
zdda8^Eu!@myFcS}8|PYSu#hMIz8`lCIbQ((f-$fDk7}bmB4pVm<CoV!iD3C!-2xS4
z^8HwFLlh2yER9n?nRcM?g26H(BR}`~akm08_C_7>ddD!Omx$I3e>IhYuUVJKGaOW*
zmfAO?#!O*yzaQT*W!~yjW7#qWSOd|}x#M35Z>`mi<0q|#J|>?PHf;!|y~tOk?qqD!
zo@l31s(x{UwPQ54HioxgTU_-@Be9=bz0Zg!Y;SHS5{Xtwd$4&q+wKLOT4PtGSJcAy
zrl#n9V{;Gei1Ulr{IE@|WY;M`W<%A1UQY!-p(Z*0xQh#r<jGDffxGOsqszWgo|A=5
z#cWM!i7CsrF{y{g>=?C1=U9QKV2Kt@vnbYFW^{2UF)`?~51}2!2dgLV0qZSu7s#xu
z9xvfH@K3LL3>k+qbTvJ;Tis?<68emj;)4w>I^Nmmq2@|NT^J*HlzNw?O=V>R7r5Ir
z*C&KJJr|7G_p>>hqPC@Qu{rk*?2e=D?N!QTm3;RRXM7LGcd{~WQ`a7|Q{rSeEBQdi
zBz3I=uLpLcPADTu#6Krk7-9JId*VcCAx)P+m(MM^^XW%s0C!O3J&Jh>LDk?YI_AYL
zsHDpsPaIjuwB6x4K5uO^Svz>dXUm27y)?YWCFOqNzOn8-_m_oF{kGr0qaDwq;@(Ap
zJ$&39Qvt-7ocl&gYm_*JWhDL7NZiR_B#Fq1W%HK<W3O(ezhJSbqs6X+%3ArNT>Wyo
zjYY2?WERXRF09rbvl5r2b>K#PvC0&<+IZPxu-nRZgn@nTs*8=d*f1BRZjXYEXyI`=
zeN7`SM!aj0_KJ?<JlhQEe~<W2RK@mKT2B1${Uk2%FP1>}fugJ2r#bIMH!dAYK-|KL
zBBJdq%a0@w04R3fsAa?929fu!?o<i_xc8^LD*M427LFR$#;Y@}H!4N?S)`6HgWR$=
zDNYXm%<8=>Vtr%$7pIK=6VoRh5tMqjZg-Dj;ScjSj6Ex-*ohB&=PO}3`x~IQV1n!`
zH`~&tfl3LPlR>?vY>httO)dXuA35^SmM%P)!1pZM6+q2|Q!CS+ARxm)q5$5$vCcg=
zLd7?%R}MXfA~xUanL(MAwSqM)<nLz2YYNBhP2sD_d|8<D%pHleOYcP?fY`?N-1fw2
z2w)Qp0suTFgCT&(w1;XV?~E-qZ8c=>ACFkm77fi24txWk@&j{2Wtp2MLEshyKxwm%
z)+B4R-TE$!D9X<6#|rp@aJs$sMEgFN@L~REG3F1sO5QU;vcqI&dKnh?DQDE^(ipz_
zCs#VaVl~D$;HU~Pt%6M87TTotU~1f9qXk9X?lS!N@D)415vS2ZsnLtnqNl+@1Wm^n
z9ubR%X>+G27ZsFbySYbS3p7Wiftzhci(O7M8)VbsRg3%}vuiiy`L&%!P_B@q@+Ch6
z;M^_<CKi2@n!VlRC`YCJ(L+Lsm)FUsi5LXEf+V#7?%QFdr~;VTSKcHs=5_|SE-y9d
zT0;f+P<P52aqzBfGLMLudr(!1Us@J_cNt{@qjyrVA!cTrP`xs>5P*p}zvW7aOYAU6
z%*Qz0Y)qu{{4#62G|24&6#sTX!oh_m{yk7o83HiM(Yx(m>%aE`jaP{<*w0^sGKtN3
zk%&iuEA1rxd?_3+d%Zf|ZAwiLvG3UVG@&4A5j|e`%B^+Wz(D|=z@1~tETgX%W&T)i
zk=L4I*vWyr7)syY8gk-fCA5`o9pif_?GbM|5%>AB4BJ1ed_EhLZ(6h1Ad&I@zvwDR
zs)j4U(6RZHvKUl(=)Z{qfreiu-8(_~SmUecS+ZvXegGR?oy<J=`0HJ)kopg>cPxPt
zSpOW(#e8_~qV<*q8m$pmoucwqLD*q&V#ocjcJIyd7(Q7}&;-ejc#MV@)fJYOY7^Ps
z!v2<N+COC)0thn(pFt(00{hD)_$F;vM{kiCKPe1mR8V_>f+u5hagZp>d?tmT{=Mx~
z?CtsO%#0|S7`sfyg($Yp><Hy?{Ui5wqV+Am<>=r>>&rr$_|9$Nrd|)s3NjnVF7}ui
z&sD7JyXZZZU166;v5ph0U1Lg*%tujr2*6{8-Vifr%YMD<h~)r;*yQ^R4l1C^k=D7M
zviPgczGte_%kQ9sP=&fv7$ZPi?!N@0xK4$p;Q9hPH}AG{V0xmBrF}S(?|X<ris1FI
ziL{)fnXiN@o~Z{P{qcQKPVVGR*K~EgHH@*j3Eq*=39}5}KQED^_!yG-Zt8r9YO>ZZ
zogTQQOkz_wf27_(Hj@<?-s?@+-En;vzQ^(-2giSa^by9G+#~Tf!h-gho2tjgFMR~Z
zdAXeNuPTrG8p5UrdWt@R5GS}%)YUN(ugdnG<Ej?hP?ILsxBFZN=BK@|aBLg11xFGB
zaTIbZ^d!xbwaFEI=}*pNzvP$K)ocu11}){PFW_%9Bj!ExN~mHaE!!g%ven~*H$McW
z-M=j$^)69b<^Ya93w!azduBQZeZsdH%XSLfA5Pz{UWWprsy{)ma7u}dnW^z`kqVXy
zkiCXSU3;Xue$Vh;R`nW=9QdX7YfN)gy;q$t@Gk-Gh_E7b&hc7xwbMMX#}76`Y)?8#
zeNW?&7v_n`{$A1R$@IKY9f9<Ck9PWX?Ap0Khz{rO1iAuS!BRA#4GMudGys;Uy@YPi
z{JlI;5r{gvr-U*n?m^1e9S8wXDPLpw6m7&_KV<&BI_U`O*x$H?+RhdpU%q=h^ojR}
zzR~}%cMG@Hu&7rBCR%3@nOeUkD8F>yKU=j2mADH2sI%jf?!nb+N<W9g%%{`XaP!hO
zDeW`+K1+EtGhoC30mOym9BUWebFHs)9vh4A-R9})<stSVnC&*7>m}4;t|s<+g5I~j
zpx4gk8V~{-^V;$#+p(}P6LA~$KX~~9_eI0(>fuGEK5Z<y0VQ8o%4`^mEMAWu$aaqi
z`vPf>dwF?LHS_66wip|2@)wo$&LMzs2mpLVIH^7EwR0cnze+jYE&}Gg_mh7FSH5b_
z!PKv9Z~|}+fU1R9vF2*y^kY+6(bk2>+lD_<Y_|$Xq;L%`eDB!UW3BLwUIpDCvfkBg
ztl&bs^}2F}2U(8K<n(}^CUnv+XeXXyV{anUwgba%seMfpF54mJ8D6$EgQKeRwOdmp
zlPF{z3a)STC-ATU75F%_#7+1-IWb__X!CvyFMRX)H1n=*H3yGN`GuT0%Dyr07-cFm
zyes#<KPI%UBj~7;>jRw~sT{5meBQ1rU*D%bY-n=ns|yd?B6@;8-^1ia9DI*jUC#si
z1<VvAxt@dA8cqcB*DkL>Z%?w5><)YEc8z?&oRWzAbef>Vx5((60`cFbeeox*y#^Ky
zCD|9X=ZsLlhX{C888{h00MYjXGu3=#GcXpb;bCjW4qjJd7&ewH?08<<vG<DKd2XuV
zL7BL;<f}wKfO`-?=m7!I*K_<I%XHHf&sA>HR^34_8o?hz=#p9D4g6}rNUm?<<pK|Y
zecbQtfj8voU*W&6on;P;wfP4BCFh_BfAAISbgQ?M7M)hx`wHPQW^G#h-A79BQg2Hi
zh`E2dJ?vy9Vs+X?XOk*{CGk3NZI%RuQIed~m}$@LQQ@fZ2k_~?4%&f}+U~0m!1X<J
zjM!h0dY<bj8rE(AZp*LmeDUOhdwYBEO-|B;*1V)sGWSsqMj&2)#>Low9=X-;Wgq~x
zl~*?fh3tj|NS{FN*S_mCv1Cg3uKUJv^E$o7GzuSafxNwLIhGUV2CwZvQ9_Ck05yu}
zGDzXt=CNJi0s<gzQWT|v05Cl4<JWm>Cf!o`mW&>(oE$1`?&J`nW<oqRzKl4~Rnz(S
zvh=S7erndFg(tbqTWjFiKQ9%<{p2Ro$$dsYmA?%1DXP%qNpx3N^;9V5V43oPf%Z!$
zUn$?`<$YthC!)c(+5^k<HEGN8p`so$!idREECJB11aHD1pXV%!WU<73E(0K+Nqf`r
z+B}L?WW5{K-rLmq$}Q@e5ziZbx^b<)Mso-FAlE6l@z%_B#oAb*H1+9L=GvRNfmvY5
zHy?f{Cn3+64Uyyv(NM1Z@i!p}0A&2_4(zuD>C1FJm*uRmyM^mudY1T%TZUtuSn1Db
zacnGKFR&u8({%{QZA1J-0@(QRf3y>WTeaU*9h2QnX7g7miuZ1-W<^~e>(%mH+2@;O
zoU?{Qr2;zbMS=<M13Omn!7CAA4(1fw&HnH<Ve3b<4Yb@BA1W5TUZmx(V%KeZb;Pde
zevrq+Fo~rUL*~by_i*ozS9~hd>g)>yfuGrw*;LR3$mv}#^y+!mw<OthjyTc1UeAhd
z3IM%6!A!Dhij2C#zo4~M{n6|kB=%({dCwo4`Yek8KdBvxuVAQqI|+DFn}g1~Ur1{v
z=DE81#IhzaJ#f=dZD7In8T-BFxlFgS)|_AR2Qba4&QyIB{+Z%(0e^gW8j$<Q+^^iW
ziSD8@wR`1Po4QX{?gJr!RqnH$9-QVQ)ng+w#B{D3ru^?b$xehCqRBE24vy96%%D#q
zWHPSR()xTLO>lm3vl$|-AaFz2Gr4k;wh);8ue+)r-{LQLsA;}GrBQY=Hox{-pWjfB
zo$F^Yc;B$bqCc1ZsGevrbdCBA*0Ju(b#OPfF6<zpl(h$e>|y03E)w^yA7@9DB6olZ
zbP-o^7VM?m=H1cV(zq_Q*r~CCUAd9MFyA>d;x2PlE>q!3K{2^Jy3K<TfZ_XYl@<Tx
zGaR}E%-}W$j}^`OMCCY^_gd{VV6v#IQ*4hVqu7(ZEt(I!Z1{WaKdayi==@p5;rFPE
z56TioU8@fGL>YYfiCb6P`+D=bd-VvX1reb1w=M8>?RFo{xQ|3JK-99|i3335V1h(o
zsmvr<)ESBo%9~Lo1l6XK=hd`qu&p^g0$grtY(`ThtDXs@vsYy3Gt+UTz(aQ0XZ(85
z>uI~(Qt>$B__^_mf}cH~<wRI-)@+(^wO0D_G0;eKgO%9#qmb&?{wfekYm?2UB_n?+
zm)2<9n!Oq0bo-YRgiQ>~h*1Ge2mt5WYeLQKP05Ip+^RmkZ_jhr6g}zGf`A=+DKn46
zK7z|QAvRe=L_SasH@W5o>9}q+3drRI_a!_UEl!qI#wRe65ex<2$^|H^5>()+b0lp0
zxg`nbjO4hLw*0GuJH-y)h_4hy9>QaMn4{ACO?00dxL~uuDP}q~pima7WpBhAJ*;Dh
z6O5yV6E7Gu0_o)ZAb?}-&ptvyM1!)M+EyEOPSiEld4992Gea3EpPtn;EqhH{&2K?x
zyu9xD^3R6S^4WD4;o%n^4qR1a?@<<(TUpi-YQ;Sb*{7j_d0{l=dM|c0pqiEX+5ww*
zBrQ(HIQXc!1WtzRLyPwC%*^Rm&JQ~ks)Ww5>)i7m#@Y#JjbEMlFF>W|hiYhtjKD@l
zJ0A#OeZeD9#nQm+t(Qah-9T;w;4_&PVNZ197DinlRI5@lcc{?LZB~T&vLvls0i7cE
zueIgo4Xo@ul;1PTu^I%&XVk2r0r>~ZTRcH3nO)PoPC<d5<=5?$`sIO9G1}e*yVC-6
z`qfb0*=&qG>8FuHcj#lEZntmG8e!q_%E<ed^^U5PjgDbmZPe;1hF5*!#@xZW1}+(v
z*SsjsrhT<v9jT9`GxCZ-cFp>9n;P2Na$!zmZ@GrBe(t(bk9zq=bc?SW)2*jALxaY`
z`=IYal9vF$brH~r*87609vB+mP{maxYxeqO<&`*C<JNDf8XKw2l_ckVQA<GII9~j|
zk)fxXRdQCgT*V=tzBdwrK2c?~CfGIAk!Wbsv~_*kj4rfBo9j?oUJgIGD(XDim~^=Q
zQC-%{YlgDScKb-}W{11tlSi&0U*!xf{xWNir(1w|K6K8FfB;q=Y+D~iZLr^6?C34m
zJEXq{@+v?(rG=v>Vw+O;`jboWQ_t{Nuhtcue9`{fDYV!K7mhe+i~IMCSeu&`g}Q@}
z4Gc#P604r|OyRmn;hQe2<Asrzji0j;jTAjCj*Ic0F@^xpXw>)<FN*1|qp8V+U1lBy
zn$qxbb4DBGA8gkTBdr*@GZDJv;1ZYH@Z`b3xlUT`e*DpWuY-(W++ihPyjf$Soc2K_
zG+4^fDeAlhi$oEjA<0~reYyz)s14jDjvTcmr_}^9Yj&F<wy>-a4GA|S8ONAacy3-<
z$_<BHRSrpkIcKR*XG?E)A}u=L3F%1I=uC&@3N@oWV_pzZB=3^QL~qwbNYnB4ngg5f
zY~d5;Mw~F6dnW5oJ?%-C+X!XA>a)Fd#`uYq9$|)J^*fB*y)E{pHg(S9Yaiovpatkz
z#T3*951nDMzpoqHyWKZ>Wl*mKl$QZZrmzHDmwN3)<fx45b9W0u-%8Tl7Ys%Z4BRz}
zwb($hJ8b<#-6sr;o4T-UOU|lSe34u+WWG1pW7;OFcpXe9`zgPo8%$=mc2jAk3BEro
zdph9gyFbkRTo2f938h?^93w-*zb;y$nAfGrcb8qDYS;Jej*`Muv&nHp+D`>PZLI3S
zY`=}IuZZ4<Wtp2zPB2U0e4B`_+OtVg?}-r{Ctxi3$cY)2MenpYelxabgI?*KVPoo*
zAtt-4jLUZ{|FguK_udn7jBWH#b%0M0Gb{(1mVahEIU&z}teBfkXVPa=5V>c=^b=f;
zs}feEqH`_sjPc5_RQ#DeXxJ;m?umN$=N~p`?0Yt~zo6eQkcUgi>c*;zxshWaq+M{$
zGv(%Nv;DBiPn-_;S%3367X(l%_pqUwPTZVf@wYniFQ$Tj691vV|J4*Q{!d;Ke>gw<
zbd%uY;N|+$PlBKC-`ymjeh+L^YE-Nmo{msgFCAr5TMIK+DpvKkrmnwI<m^nWpg(Ba
zn7dk2vGeot{_Q5g!}h<*O+xyOiL1rGxfwyd$QE_gpSTh9nIMof>t;w1BuhmE5osIb
zMwliw=F$x2rXNFu3rS`2Mir)-_OI4&jOmg$HMS;QUieKt%NE$ep%M##x(vZ1WB-4E
z6?i4@KT^dqIvW%qr&l20rRVRIxK6noe;c<Q$`(j72(&``M;X=dx3|slkMv7RZ?3Me
z(78y0DgG!qj^>*+7vk+*%kE>zB4bWH5=pSch!$}6_j?@hdKKH>R2Y|*l$S)4S{4qK
z>NC4(%?>X;b`(8+*BFZ+@Y24aUpg$4ard!maS4>j8>W|c7+JELJ~x_q_6Pcb6lktN
zLY%&q&OWY<>PM8K&i;p&C$l~2O)h8A^74d2f3)-C6|B5`^x4i%A!C17=DVY-rVih#
zR=lIYF6dEZ!%e-(@@1(rGc%yS>z<xr1sUn-3WzQ+UwspUTsh|WtlGa<8XkrwH@Tfn
z_u0k%LBt<zoqZLVGk(T~={X<B>@XkC;#)|My0q?wo3`r8NUx3@?CtD?Pya&qjh)?c
zM}yPh>FLd`+Yas36)4%=Ki|jN+|&&`KDB^FA?(?FmMZfHi_VQ+@9ZYZVA&h%8)jva
z+3*N-;9g#2E;6oBd=P4B^*ejquwpf8gPK=<F*9%(t=02leeN>&9m~*8p|n4$J4DRo
zeE4Ria(T|{()ns>IUMWmH;cZR1!8$0yBQw|HG3bf-=FK0-MMV7h&WyGW|&Q!5rS40
z{MzsQAQN3(pZ>%~XLWVr@otH5;mW~4FU_W*S@grDa-+W41X>yIk*Md5J!JLA^>xkP
z*{^@RhAfqd@;X#LAFU1dM{)PIG`ZLgE&{Fi3mur>MgN`i47}EV1<Da_t*hq~d|X*G
zGH97XxmqsDQ>uqt{zW{W8=rHV<B^(h($v&P<wo9|wi`#s#jlqgfAYB>*599B<oa_<
z4gI39NC-sumpB$9BfCp|MgIjukDfk?lh6tN#XSx9kd|EYuwQTpG}8ce`O9CFe+v7>
zP?baC7c34RBDje?{YP)Xhgqv+N~iuM{?xEv$eodae~>;Zz)?GC_zxHxW(|`+g!>oT
zVp3v_EUzs8fFlAN!^yso{F3mGG*pZD^qjw7DoL?M2}~1=U(%`q#V{&?_!o=~%|spk
z8S$TH{KJiZgbJJLpS}Sd7XBHjpu=zAKLak6*gx~e&x!G$Ssc26`DZZ#U3>j+x~3AN
zUQ{+d_7%9j-x^x^d-=_p6DxAq=2>6o<Z0vP<MFxU_`D?1y&2T;-FEC*`LfS9jH@;9
zj#9Jmuce^a#|GG(Sge*cKM$ZC*gwSE%jBZ(LDaZ?L6lG6D1YI%YURb^=;Qhsax^tD
zk_n9FJTw+@;_WZoVKs!9-Sr+V_Xl@()BdTtRCTU(^|vh%Dj%)r7(&<cez$5jVlD@N
z=nM0n7ncv=4-c__Bm97MywX1J>3Tfh3sqjqz#CVMNEvzRR;i#xug`5~rx!;H4aa{k
z#U0#@I~F~wJ?{nwn>fuzD7%+<*|<2^TN=F%N4GC0K6GS@`mg;~M}-MI9({IpFS}c2
zW>U5pWHR5iAB$=(-&CD;X?fq?4{q%@KxP-c?ytf1e=7~(jfxS`qeUI#^c)IG3X&g!
z4~H{d%^g_NWFN8&b#z<2%r-7Rw74Jtsl>)294)uCIc@B1tq^Q8^eg%C9Ez@qyuEeZ
z0d934mNea<5zb75?)|3zq$TUgUGha;^bneh`r+CqX-EUsVo~$jk<TWDjq*s=2jkYy
zt?R!VfC4*2NI*C`qEsi75e)GuXgw<`dMoOT#S`A&S5#=VGwQa?{}<iG7zbQxCe-oF
zmhAl@7N3uDyyhPUgxUBeNr-{5$_ie;Rp7AB9uMy~`P{DKhYl-ik48s*t130zLVs4t
z4BHLWqF?9TdEWKg=lE<N`TU@;M#sebv$;{7tFQAi4~<)vo?q>@w?95Awf+_*D(R0C
z+xGSTkF5_EWm}AgM}Ml*bb(4a5SfOKhPzGCJG5U~2NgE$w|BL_iT+E!`6K!FE<zUa
zJ*k0ve&2rxO8L2o@^iO^i-YT5qEa~jeY@pn=-sdV7HOL|t`^Qztp9&o9~C-w4o`To
zAKN=jRm5AOz22|1X`!g<mqr-SQ_Z&*tDwk!dP<|QR{HoTvH@N`Tv`s*D5dH3Zn^X@
z%J#H8AoWt>eS+aB@zoaf#duM}Ij1k3L>Y?!zcKNxSudwS3bD~yj62rn(YU^xc+kic
zx38dzR$t1@7Ija4R?)}Yp|+y645hFxldmW5ja2T`Wzy%B$)9`KLV8{c)g8AK#yAK%
zXXx$eG+p+;M-PkjXiC4uV*Qk2Wm@d4mG`mZrp$iO3VGho5WZjXkXI@kI2@XL_=+G>
z;aMq%KkGvK5y_iTbvqRu)G5EbwV-y&C{ph{1JquRRE^p|(;SVDAMvx-vJ)9+7`|_G
zu-$F8B->PK<!hq8*w@kOS`$>-(sV4HDm@;0;^{of)T4m3W$3imWEZ7OX}i=S!_`Xo
z;d3<oa;TZ7n5&8|EMn%#W{{?c*4#Vz;Yzq|0n|w&3iptJg4CsIzT<28$nI}At<~q(
z2->Fs#X`N<8Y{I|*9}%3OC6i;lhYP&*Wo-pqh7LH6Q6zf!b4~=2BLo)VkII^nP-hc
zm4T_LBHUJ@t%BZ-9nLo9?UXB|rEUl-y)-;IQA0ah6F~D#wyec2H+j0AxH95HQ(Gpl
z>aGZ5!h`J#jhXtP)aM738})dl8G7F4h|3H+Z5;8&j%ep8A1#Jp92L>Zu!GN6kwx=@
zSQ@hWJD<hfJY&lY?sOI5TqhRVnd;OJL^)83FvkT6cV-Pxgki8L1Ca9fPpQ?o)Vy5>
z`@XmZgiEBEa3X?xw8>2dYY>##>8n9csbu&xUsJ#UPq1jmnXvH*#0C;9%*qpu>Z^No
zlbvEfNL3ze3A6;yaY;3r-eF3fruJ8(h0H|oR7gH)3boF5;`;RDw5yYElipNl+v2G}
z%4FgNi2WJcA-E0gGRAH@o8S7&;ab%kGkINl!9+?l2AA(G%RYeQj_ff*e-@43qL%Kh
zZ~6OL_Od5sq`)p4%C{qFCho7L6K9wWC=H!od*IG-qLHr$F0Mb-WWqMH;JM^U!$Q9O
z6cQT`ixo3KjLjHFg7?%6rH8K)ge_=^iJ*oMlq^|xfD>vM>2WhvyK1EcmlnXbJyp#=
zd2OK4)jDsTl)#daNvZ1areo&*l8@XRgqkLNTCO<?I6xvp_2oRX?_#>&ifcqfOdf6<
z!L?*qR{9~4{px_mVcR?O$y~*o6MV+eXwFE$4vrcnIsicoFst>b?Vm^fGDvYFI7c5d
z8*kT6Y}t72`Hzpe9+|QbwD&s}X2bC`zF`|WY^V%UnkEdP61724Pm;AriTrsDH7R{@
zJ2{V-P<5QPy)v3H4y%{hP6qxjLbIpUjZ9=FONL(A;Qz>iYrjNjK<GG^XNvZ=4Ts_H
z<>Mr(3iF)B*rs{;T>qVW`Cai`XY*?BX?u(&;|pvXX%oSzmh~KUc^M5U8_dEzghLI?
zfCGcJOOXQ#Ibg@@-G#=0LG{npZQgWX5zp}_AE_mXSe1ba(k$QApC9P_;FIi+owW}s
zR(R9c{F?dxbLe@ut)06Vtf1C2Q~#VhUAp(LetaT64!4W5uucobg!zPv$uvq&fTN#8
zB>b``fPncBAus*AS85cp`*GSAIq$3bR#(^YW=99!%h5i41Z<3%k?qgH^EH?o<iN3*
zHr&X~^o18sSAv82bs`cR2_<xNq9066%9HM16<puGp?<D(K?-%&hlc~?e$#?MNF#F_
znxNxM>@1u!-_C-pmIU|5NmRnK_Gw@&CxIc|$?9J-MNTnhEU)9J`;a%yknR~UnT)=e
zn5ci8o0<|;Y}tH;*2tl5!X#qVKy@A}IH(&*jnQw9Vvd=_pAb1h6v|G%nOC09NAB4k
zyyE$kqC7OxS!@1^>2gb>9o&T|`bL1$R5gudZ5z)ornYMndGm>V$P&<=jx*(5Xa5xQ
zHHpX%I3MVBBj-?;mLJ=g!RAGUNc?3{<Op;-RD|vN9>s<OnJy=b&kg9^^h2<}D|($w
zNUq+-bghwjUK5ZlczrpiC8oo&l=T#}D*AG{uT_e`2k)!11tZTi!?yrv7`+t4aP#I?
zJw^-}u#@0dr?;O&UwIN2+xCTCp)KNv`wJS!K8zQ{AHd&8$yTrt4Iq5&k6jDSIcwe^
z(?XzYDw8)`v`^3&hi^azpK(ax=yfNdq|Tw|1qQvDhm}?YkSq}LGL-_!VI}s~{5#SS
zKovX;b(HMKkBUl*YDvbvIS&zhvZ(%*{M8g@MSJWlQO!pQWt1%q#=WY@p~7XYclm-w
zz?(wr`s2;rXK(QA_Gyh9;8{?ILWf8QnTj2n!xq#^#D2U3*r8d|hIm9bzTv}(hp7)5
zxI_UD)6HAGC`VzevdzW8%YmRB=q_>p`~3RHtod_-Wrqgq{%Ou&XXE&n3HA>IhRQE%
zg^G!@g}p1)&-oW>+EBA_ad_)&X5m7`&h|TGUc$lN6`JE`%I{2y7Uni4;tn3D`afey
z`M5Z!xcRvae+E5U*h2%Ip*8<{_a`JIM8&G&>|myD;Yy_s1tq1S<`WAKsMX|`u|)j$
zx5V#nIV!_{wUbc&d|kqYgNprEY&R+tW~XBR8T+jUt&NIR%EMJg-4$vN`IS+|g_DZo
zCq~eA$hdG(vHvvT{DRr3IDR(&kC&vO?fHe5h6c3Y-+`|(>{P#vJ2D(pP-D%n7d13E
zsW|_j!q3|NH2C~PO3n_75<A;3R8W6D@j;({*9U##hZg+15IH*zD9-G^mom^NHt5q|
z*!(Na{zFVVJKKLJsQus0Es%q9&e_r7r^N{MkMjxsKFQ!uI<l%Onz#U=IQ>D^|Jf4^
zQ2)yb1|N_-w0bl8LAj>d8m@NHS9^w&K(i^JMAJTg^2O8Xx?``yvfRpxc`f*t`FU!|
zG*mQgsIWB1s3CE2*a>kIva-~|flqK3jnmlBT?XCT{n~w%D6+$^hSN_+has7qXZ1IS
zyvJjtFxs)5M@ub+BRTz9ys#Y)+n**S0`FuxB}(pg1~$G)l!U`v#Ri0{U5&-}e+pN_
zf;*yw!74b)p^cTmDxg4I6osXDwInL@=sY`F?O<;3RS{3!_>S5?rz6xbeMO>#rHJ0K
z(3yp_^2T}p*vkPMQlD~!()wa1>0D(mqXZd-cHez6TZHMQ_>=X8=N8n(yz`nKOz$qy
zL&_iM(>41qR*J>XBSf6^U$xe8nbRI<KG{SbRxGn#;Z+J{Iv3S?gH^4U`s8X_Emc91
z?G5029y)fLt-&jaGe~TAqLm#kx`2VIo37i`cS_3BPgeNCl`DPc)n3{sgs2SA0-xj&
z)d}zr9*TeyJq{(tHg-s()}R;gKCBu?XI%B(N9}#$vPDK~Udx>?^ruL%4*Bs8Pfh>w
zaG|#5D5k4o=K*0i`6Vy@7OGH^v?naA9mV$tV}=4^>cOULgv<V{y+q9NDr5Vn7_~SJ
zNoOj1Dd{JPu~&YJ)YM)_-+J6A>&Q=XGIGu&w5HgR+)4?3QZ!~J*R7T+hmJl?zExij
z_{4p~eRx~jb$Uh1W6a|fEp`y^yMety=`UvM^@R~!UWU2n;!S{6V4p(`=iid4_qcUN
z2O|%!!nD7YdkZpC7r<Pkqrie#cW2e2O6;a7oT!kvOk7r;R_wI+FQ1Iy7KD?ltR#xp
zr|oCpcT>Eokna1iOT2ZVCNOVtkP_H&kc6!nx!>=ww1CSGqw(_XM)5oPtFeLB%d(1t
zC<zf)idPaM`6d-7%f}q>B>XR)k5xVvJybK`=X{Ge=OviFFjm)@_(rB>S-O|m-<Rr^
zne=qbzE<Q7G~9{wLWSg%8pAkrAI)~o4prfCX7SC*$2E1KYIXdb6901K8JQgVwwWtW
zwORUki^TikpsYQ%d#)gv-GjLr$m%L9H#fJ>M8oSYSapIIjjKUlzKB;WZEtT6y=WQc
z>QI1YD$*KU=}$>XVF9(OX<5^0mFuiId=PG*V>oeC=y<2Qbx}y;i@O!yu`=eh@?iHp
zO|<g!Q9E(Eti=>1@|Tbq|ADcRH%#R=2Fco->`vM_QwWeYrYliP%ViPnw!6(*3iS!f
z%)~lATCoT56Q+vdV!q2+Gyk3a<HLp(9yfjs=Bq`QSev^UL-!9=k!{{r*&geWg*O&7
z08WB)7KEg1uf39LaoR4{ArR^Y+Ww~a?O?(^vz*0KB|6_X9XuZ%ZQyt{59ao@@h;Q-
z=Zw%cC*d-zlQtH*YpQ2a+=;$17{v`+_pIz}&GMRD@OUJtok?H`n`a?B-^y|sg`v=T
z1D|N5rR8@1T?RN3*&k0ULjruSnk2%-BCjA&#Hhrg?Vp}&BIZq2C1QTp-IKfIuCU-X
z8#od+9oOBj)Xht~&8-xkm=yQX^=krsA=P)>uiGK?{%0{1!g@eip?Zgv_Wb-F9sOsy
zt}<^o;*mtEty5<|&YNwl$A2wWdFOk@OW#on2J_E3V>CEuc%zk?Y)lp0)TptXxS)h(
z#(k_UDcL=!8RH3!%D6u1#<~-HrF80kIIn3ZHSWIjHq{2KBe^S6h6;~(y;@x@%r7bv
z9C9m5ad4@4cO-<f)D<p@Z`}v6WwE<Yd;WO`T~SgmdPtLPKtmS;<yFZ^MZ<E!$!D7P
zf=7HjRkr(G6LWKO;pA><Hqo4x!)z6z+bU6k6O_`mkw>6ATb9!tyxUBjeL3VMe!EPY
zesTubiksc!(rU5k#jxRJ(iitMB?~<ojpB?fE7hBi7yDcqwaoP1TH9KnC8K?wq{96C
zG;t|;GG6<v?keZB3gsLTJ-l`BW}@<PP5<H+<F?9Rl@yK1V&OOl_tjQjycik0YzExJ
zq65gj)!Qpmc3Q`?$RyI?#lqug)S-5)pt-iswT#pMVDBxX;%K`y;h=%wP7;E<LvVL@
z4<1Oc;4Y23y9H?i0fM``Yv|w-T!Xte&2*mUJ@aPHc`|FxtZ#j5euQ6CSJhp&?0fHB
z`?~h7G#vXl>0*{xJNL#)QvOWod+SfS@|Ii0CFSf0Q6JrV(75N$H)g+k-(R^LExsu;
znot(H{j90U7OEB`0LywPysXo1&Jvl1CCrYnhOq#M&~aIzf2FrubxK8p#`-27YvIvm
zfeWl9^j(Ef+hsnNuB-WO{n|sz<~D;^EXfCQyMs-s1#h$y6@}`XUOU|3^Wa$$qE)VM
zsYze2^30vjH=Z%><aot;q{P~IjU53o{P5nkR|8|c`Bbm0+3w>Q_JX%#bCoXR6QEI2
zB*os3XsWrVFJ4>FS%<Tb)F3>C`HWeBhLA!imIU3Ny0SqUjBSsQd;cmc#_1AmmO3+8
zx4kLk@iw*&nQ*2ga{5&AVYX8$U^%Du;s*;4uO^b^yw_^O$`2X@F675zEkV|68Jq0>
zfHLGmtUAW-(8hpf`<sd&%zWe3Wv}C8l`8TBvUdnfrk<vz8_&%%-!4S7A(GXrL=a1_
z`rFZ-Wikv9SCdWUkQ4I*nk{E-rE@K>qLo<&<2ztgGmr1{YHBR@3m2`3R24H+aOUAq
zA^BltVGc23$=JF{V?f~*TrORcC&Qwqz68wrUo;tr=QSv4XkMO=B+ZHK)}VY3Qew2Q
z0A+<SKYgfHcby55`L4<0QiSc|3t@l16thqofjFvr(05~;@rs?gRHUu39C=yIEuBQ$
z#@+sgzLwU;!h+}FVp6dyk6H+Fvw=QeGjz2Yh*9h!cNf7>UP;$iGABkSO$PI+12p1#
z*7UexE{o>n4J<V;)Uv227x2N-jw&0xXK<4V#SJ%17U{4b`m!m#^G=YJqUM}H_8q>v
zRFl!{j~2`Oc{cBtx=9ngP;E&LV=9?x-;F#yJzW6iQ7A1gu4X4D6mYNfreX`4DA@L%
z_?V<f=SYml^lhR-qTn7CHTVM0p{<_UiTS(XG!IK#x0C{X#<$_&i<kX{A#x(cUyTP<
zn=L1)8SIO9acGpLcuw~nx`U9dY!Yl|%MC<D{k=8Wg4Bfau;HB47&sKNc_~F}Sl+*{
zxo%&Xgnr6KZU)&u5%&gEVtsIH6H+g#Su_6)Nv6tEOh$9k!o#Evhy}D0k5PM<HrFRR
zr-QZB>~cPop%{{3*FImn4Rve2Ct+8ZAm!8YAqeQS&)F2Kz^JD67twta=_|O;cTxOO
zK1D7QtpcMmY?z*pkHt}T9w|cKLSERs+=bW^!a!3Y7Nhp!75lp|x}d4v9t>dt8kzy*
z(0+m2+goWOhalaI&mEAv52ij$R3R!61+qD?Z>Y4K=yfq`@{l#v=SWfx=lM5ha~b-r
z*Ld<SUxaJzzzKQh;^L2-^6ytRsxzF*)*L^q0H1ZbrU@Or_`c3YMB8_A^Cd4PVG#OV
zW$1@ehZ8`(FmQ-zGalg6ff}RBHv-V-Fje^}rn2cx#d$K8H4<22jefIMl3~O%vSCt#
z4<XU<lYy_Em6Q`UK2*9_PZ-7UU%K3Is_`8wLDsn3bJ9Iv4}#0DbsKo)mIf=U*c-Pj
zb!FSf!5<;d(xy=+J%Mgh4xO(GX3NQFxvfSK^qFk;o+8=+AKSOg^cwLu-rJ%jH$hn~
z`S-8w=7(dHX{UuAbT#)j=EZTUZduqE#}qKb%51EQO6_b>o$NbUKjC^&A``zfx!jx9
zvZ$3)R#2!dwm)6()5@Q^AQYopAi`r!=x08fp$oNs;!Z^%Wi3W&T`3_bInMB4`Hp>?
zT<GvrLY%-mesn!bABDp)Mm#olg#OtifBSsMJ$>Z)>BGhw5bxxgY63pjTRJBK>ZF<3
zS)k)EotAyVE*BRWeYwWn<*ZR^pC+szu35R25(8g|${o<DhKgMi*80oKCzp5}R?g#Y
zuxY?jo!BSi<zud&EE>ZWt_|dPV|)fvMe=5Xu8@R-Ib#r4tke!BdxF$nctcgBCT{u!
zO_sBofkBpF=$_sav-h?SXCo{nyf!}w#fmP-$5q~*4-V6{^01|7)t$c*iq<C3%y?1R
zWs0Ynm1@IY<J*}=@?9(g1_Ppbqhe)R`I+2xIEik|tIB$wy{=Slps$a&lqN*QsxD=r
zb35x{`70oYQ?*zT%h$-?wHHNv7VlKNk^sb)i3ObR4pqyfWobPT!;>kvU}{)gPn1oE
znJ%`Z;^-}sGpnJ2t|o|iiYk|A&8Gb_Guw5B18epo0E8a0bxIIaaEk?@cxGxOClC?m
zt}zdazv2SW=6`}b+-C&HDN5)Cfz>yLFRJS6XNJX}M|w|^7lcE1s}kP}Gm+hHn`E)<
zSdm>YR)*&6jc~NwvVQA5XxLj>*TI*>0SxevU9K)IR(Z3OF%|~ut<0U00+++q8Flyw
z-BR{U6{%0FB_Qs+dGkie3eyAHNvU(}F}gYTZ&(+Xgd@{jTsW3HiJbfnE(A1gc(qEb
z$OqAqHwAezlA?YNba#_QL+^tE?S;C@K+m<3x|v9vk!ctLjyb=>0S#InuD&aNIGL4)
z?nyqXqOXk_>(P17tkj<up&nB5$#I2(DZYfYm1UJmV7`+&?G+u;i4bo~8T5`9qM-#m
z?~Yb0K~U-WUeN)uS{caAC1)u6k;Z0vFk)qAij*(BGyCJ)UK>mvf1UK}h7<~0la-tG
zb$!K~isa<jFXcz++5UyCuH)IG#*{)j&&%V~t&B>4*yknPm2oA~s{p-@cp1<o?<(K+
zOo0=qIpC`l|J810U{Jq$H=<wJ7(XEy{7V}Bl(3E|C(n@69wvF&fCbhk#tru8v(#+2
z)7IwbN{tRCd!|m+E4uC83n|rpS!#7%7zb>Nw80D#*Vr0b5~1j?N{JFBJCGLN>0TYR
z9A7nTKv%6<s*whn7>V+Wm9K-M+RDOYBMpuMwoBoZTG1^GYYHWcH!w7Ob!=e}xG`<J
z>kO|F@nQ<sSa-c)#i!)8+v;<3-;!^bHD+J=;zo8KtAf?mS!Ec>ER_W>Vzvng_{Hc{
z1|aa-D(b@2^#xx_76FlOpe@J_-R=M@-cH=i<w;{OWVYQOwe*8O=LFRm`71I+K@EI<
zD(#^VmBD^IP7*mzXPn*Hwt?2(eN8B(RNsW`e&knEcon&Q!rk<41x10gK?=pM2QarD
zJ6VO>Nf)m{0;ZFkCE8WN6Ozx9vGWrXT`jY!rRiq(utXBbbyPmw>%E~F@Bk{&>gL7!
zMxn~Zo10uQj=z^gCF1$U1IzU?<cUJ@7h$M3U_ivKCK9Yn)PJ>ilOs6mT88a~$@9&j
zhvF7XO*R7u7p8aU?T3gQzjYmj;A!zUTU>;E?6ko>8Me(s&obE`66BfL==p#?cb4g*
zR653RtjfWOP|J+!WJ>X6;~-Co!<<O-Xv#qaHsotoNFALNTe&(#=tjqA^E2pod$buG
zN;S1mB>iIu<pyF&DojQrW}>7jpHMQVTbgl|_(v1W_2ZA!Dy7fm%cpkIr{;?hqIj-C
z+^MbRsPq#wl?54ZkvZfhdC03y+Uq%t_;YJWQ|TQjuMTX;#L$Vabv|SE^8yTA9616g
z$wSoiGs02n-Wp4`UQEba#hQ&}S|&T~YdwmQ6-{TmE?8<!L%&t?)(Y~(!UrX6)>`*X
zvvX08)$3v1KuIJJe+;i(#T+`Ws!_x-e+=aWN_K<NkyCG&=ft)_gMt#yw#SrT!Uu6t
zCZ%uaZzAmL!#*YX2twbBxN4{k{Yk`>2SrKM$}QtbH<ob_25WWG!|+Nr$yi|%txLjS
za+5Vnw0J9?D+8PrHjR??#ND5c3I}=7nbAmj@T1VB$S)cP6bVy5==Vs(8D17k3&?fe
z;+$6p50K!Q6ih%icybe})m_FkdmW{)^G8xyQduj>8ZRWAfhQJUQWTufU-5CIku`(Q
zMifhu!-L+xK8ky=swybxm+NQHm6egPH(X1Lrjoy2xe6Y|X;oCF8!$lU$7#B%dS;d~
zt1Lq+d9dPOydS)=Agr|^ZDxMDTd0~T(QBA0U{N}^o*-jEhl()YZp-jN(5Y#UC4qKp
zZrusX6!EzAT!~F$af$S89`;~q)b+*<XK}-_XNm47I-3`XD;^B#>FEX2!xEua5xJ5_
z1bP`O^}|&%jv70O(IG$DkJ%f2iQWia2kH!c)M&*1(Qe$~f)k@U*^p$)@=>Ez&-K|C
z^_K;+?0r-cl&W&6D;_(qconta_i5^>-nB#S_7%?;UBBCi#w@EV3%=K_`Pk@sxL~YX
z<-m}Gm-5ENbmKD_yqq<E70>&od!d?VRJi3N^suicEIul{5<|df<j3OriYy#Iit{$9
zAU}WJ_bGzXO->E|o2`ox<UVKCtTb~Rj=9>>9*O206T`eyDrcS8(V1_p7~f-GBU0J3
z5K4KXXQe588d><@f;TnTsO6AiJw+uEq$*cY(RQV4GaMD$`}H3B_7}bT85230$tW(*
z98Xit=G6ZwF;YSD{c(p;nPQ$@>#3A41I;(u8PfDEv^mQ2KJH*(V(&}pTEy2~^0<Kv
z6c{`lWLMk;(%e*Mw68d=lDOU%#A?M%#0uS6oKW<~bQdzC^4fF;_RKCCqF#2Ru-tq{
z>6PxQQ%noCM|TX6DiN^ek2fK+-C~wG?9PgJ=pz(11s=25t&NeKNWhQkczE2h4G@_|
zDA0tD^+jC~<?fu#6U9FqFjRT+d*3<V57Q`TTWiixXNAQm#mE@+7u42BRnNIrn~NO5
zCyXQIpmYv4eec!UU;x0(Jv1M(oYB6Aze!tA&Yk`a)n1ctEs%g4VCaj=n>zBzruCT$
zdzf5Rp4wQxu)LX=SN>`3MjIoC=p{6{!fR%^Qs3SmYNi@d=8Mfs*lVOH3Z3>cQjLxo
z(G;Hk5DQ~3Ru$dNm5ijs29q0lUuptRoYKey1($ZDNtTH{HnDum5S9VwiuX!nE%t+-
zQ_z|cr`<9~2w07`s}WTt&^lt@w7Wir(L>#P`yEpamEk@#^DLK?2aOjij+?Quu^4Nt
zd`%^=T#c*?YstPyK`ZVXXcRlT5s4?s1xp;wJ1F0(`?U@TW=GT{xDwrcKFqsj=50~H
zbIT28vWZF{<VTHusAwzrngtq&WNGJ-@s8u7U@Sy;8{EnEI{GY|c)<Pg!%S(@_Qwx^
ztM%MS=5^^}hxL<qlmUdf%Jq9-z6}RmA^PIy+mVvWcifSUkQM4zwYMFB3w(}GQq#ra
zT;xC|UD~Y|SU{ZO_x3;Pk7o(_nq(EL{o`<2K4^8j?9aSq%YgnRCG~P%FB%8`P%x_@
zn~T58Z=bz8>#yc|SN)~hU!&(pkmt3!g|H-+#uE`$k&mR<2O9IJV4oW@-6vmz<vxsP
z#*T~81^T&Uehsp!m=h0(h{Jdld5)tj@Tm^3eE>t~hBS>?#z=rUH=j7*@XIw*jE=8N
zqa*o#w$PWaH5g@rw^(tGL8&kR2s_<J<}06Qaa>hCz>WQmduP}}g%2-i)Gafs&`Ak)
zEL=7%ag~rOQ@AF_r6JtA9aWj$j|Px=U(P%=?C6xpvt(*cZiIy{ne!0b*Tg=)C4sA|
ztFLeU{_LHE*dR-w)(%1rHfHCX1(Le`^|p0B*NZ3K$8Ke_k%V@3y%G`5(9|%#a6n{I
z_D$T`0SmkR^sC!x_i<g(20<yTd{jwLwqO>i|7-MSze@C1K%aLvLN+&9_9a_usWO9+
zs~~TkXzU@Fa0}V27}wE!k*w`^1O0WEke20_L2v2vXg*(lHZ6--p*@?ZM7Km@h-H@B
z8BNdoTC}_2eZ54`&HP;>xH9XwTJsBu`tkwJ_$;)HlVwkodoVXn0CoHJdN%b@L8|1p
z=l<M=Rfq4sZt6-Ik_D2R2~m3p7St~r2aweccF<S6c*JVI6qA`As1%HwZjK9MmK%3-
zJD3~y$@M@<qu_NeDk_4nMt3wgT&UY`^*9e$44c@;+W#&f?MDRrrL{OP232P@krra`
z@IJ#A&7bH!If~gd46ha7ZPrxz`i!}0E5Xnw*Eua`)n|#&_|c%#!Q%l!GP>8E9ha2Z
z(P9%w=$=tX1zlTPU*?JVO1pPgQ^(ggTLXpRtcsHfdXJX<WSN1R3`!TdA;lqq;mDFt
znKC`(dFWI@vAm)N6_$NgHxqd=6DKZAL7duJTG)Qx3$>Pkh-lq$(C?Xj8!@UdY^!`~
z{9TrmwEe)nHKbCtf}R%|WZzP85Bl&kF8`sh-&7$68j|P5C0<*=I#JnMC^{ufq*(o=
zfgUW~=n5~8)a+^{(7%b~PMa*ghE@Iw8n7?VdJ)U^|7SB#<Q_2=C<0CX2~GQ-HB?`7
zaQz$K`iJZwHrD@6deDC=K>XiAYW{^Y{U6qv{$G)rIZJg)P0Zjm2h$)d)i^B7`FDwu
z5{r+I80X<a;{DO|gz3drl-*+(5{i?_+$#c2`rFeb!A$IxgPo6pa3q2)ifN}@SFtbe
z-=S+AeHS07N#ceu>?xaH%@Z+Z?~{gVJqdiX{%Ku#N?u;R;^jSn{DXeGYfud)LZJ?#
zUo8@m<31_$<K!$ArKPP+4J_2vUcPoW=3`cGVA-R{=|yB9ylyjldwZ#`?~AJ{q;;C!
z=;>{w`Gz~F=*T6#y9^YO3sVz?UK1e>P0Q&>pNGcLzkA)g#w~R`q%bgZb8&6<VCm>$
z=5va~sJL?nQ!<I#2h|X@)z#J2)SNGky1Kb_ki0eA328Vyw6WzKP$RX{p_1A5I}(X^
ze1<?q8ETHCb|fKve0)qoL_|bPO#JHA18aBd7_uEZ%u^IhM+Vj+d4o@J6Ps7NlGAE~
zhz`@(Ah5W7<_&_6qobpzr>Co{tB((4gY-Oi_Lf&j2pt78LPmS@%MqdMTm4#GrFd>+
z=UPH$=pS?j%FD|uDtzxm&Laps;+`<V#FINZ(;|KljoCxNo3`=~z#MaFX6=QXkJ{SV
z`Fd2}R;Sw9+Exz2X-|m7q>$rrHnL0^M#y3FkbSremf#J;w~~F)M~Y3hw6yfVSF>Vv
zbx)D9vYip;FB71F8yusq`a*ws%FlBq<BZo>3QuxKRWiQ?FS$Lg*}`8;02b%d+~W;5
z3h)>%G&TS~DW4_zGOOr2S6`*$Fy^30oPR=K`*U@w(7Yis)UH}w-?4*=>|35N5rD9+
z%4@N~DDYqc8#Y<(CLx(_Tmps5`}gnE^7%O$J!yG!gDt$^kA;wAXvu>FXvdr-3e>;O
zvAx0yg0&=&p2mw)GAOdg%l-1MCI80D3}LH*N<vTG%gakWx_}Gf>0|BoS#*;XEtl2r
zOJWQW=`%7hQbi`L_#_*C%mqR=Y?`8cv6F9hm=TyugsM-Zp2dxpSjC~s&_45j=l(kN
zAk3M=VG{jZ1W8GRL#AWW|J{jJp}C=pNb#$HZ@WLl;(#&FVr<p<&YBP$z6HL74@;Mg
z$N#)tF1AOCS@k-J@B3TbpcrzO@iI+|!4DwD3w+9#LCnE^<0``+k60RuLMHC15;I-j
zZIzc$9nz6<digu!doJ)IJv0@^g}sD#dAYPgGBmg%gqT~;PiivLml6QXxe(I|{2r+_
zY*i`sePrUCbWj9)TJ`f$#GXLJ=Xo^pt{MeOdiYNrFRJr^qQTfz7!&g$FjzG%tFB!l
zb=osyio3U1-4igok5u{d(WDQy6s#EKvP~}HX)CTJ8p5ZaM5-n3NTo3Gn^{j8>i2?q
znSRhnE#K;jEZFGeCwF|C?np6TpM_kmz&;>+)f~8Wg4DoaOIAxS(pL8NRzxi75o@e<
zNXj(dk*eAFywLCFl7F~hgd7AnEwlC0&IL@F4UiwOdqt~h=}{-V$%1~YkN>s>x#%j)
zVk<K|bL$QG_Wb-kd2K#kTy1OR2zCd^h+PatEY$?db(DrN;g;8fP2s3g%=_f+*~a!>
zWgzQp4gMIxbDej_@&2iq{=QFi?-iu~Ndf-{UyzNB=P$a$Uj&1{(DnZy7%05AHUF7$
z`5$2Z|5bh_6vh8HTK=zU{=Y}d|AS}ndma4jw{*qBrFqAc0lW}ZYmvcG($|BddCyVj
z6#9oAR<xJZLWSx3Vi3v~9y8AN0;5h2XZC6a49ak582@Jb{&SAz-^9?rGY|h$`sRQ0
z6u7CA8~=Y{a{im!`Gw%-eEA{RHy1)vFZ!GAoZQ12>Gb;U#M-srA9nFs{wA%|{}IPO
z=umMBk_GD%^=NrMdtP)Y4&-y$yV$8S{oOr6{-Edg&L3U1?yj_-o=*>P#|s#Z#d>Xz
zrbCt9G2}y5-QO93|E2q#S_m<p_oogx4wDWq4k^08gl<ER57Jun%GMx)vn&9s`k8t*
zzuQrFSF^?MAC6ZA0ty3jvZ~txZr5~uMm2mI6KR?X+h`JYYHq_>jM@QP!^tJu6-Td1
zkC}cmJ>SSGyIr2S^0`{Mesrz&2=Ji4ZZ^!mUt{niDNNZ>E-%z}1PU1Ga1Wi&10EOZ
zK5*MEHhP?ILm&{0->r%TwoHpsm(qaJS0!GfE`a)oQv;w)4^mhJaLNa?wItkc79G)@
z+?vDQ`uMDWZ?Ic|V!X>;&33;VD7rshxq9VfmEBTvazU1Hc6-+TR?(J6IMvd98o>xg
z;aTf?f}6J5k~R$}_4SXnp3qogLC>?zp-IrbbmVVD&|1?NZ@+dQ_rUpJ>Hz*+pIv!H
zX=^O&1ov2=$1yW<t0Zv;;sLRT^(s%Isoz;j*4I*|0SV)~gKr#sW_Ccp4)@dbt&vpW
zH@}hQ9C6ZVzC%6){#X2*{EGZ_0&XMfO&vc>ZsRqwU+$(d8^}3=S{RzDvvGmP=HH-e
zWC(={Yb1ZOnLff#{51nWL9Z0u?3S(F@B1dVrz^(upU*B;ZauxX?k@M6)F7)}f%-<E
zYi&y3`>R7JoqSpEf8V<;p;!FeqfXcS@A(O!-8(n&ST>$tS`r*{+6pD12N}KT`1YEl
z$!SL^+f_CQM0KYyR0>`s5w0-$oiJ5u`fHX>mTNPCmd-d11yT~)v$*@u5l1}B!TV|+
z5Km&qp~AB+fs+K>j@`}MPr|QCSAM5OpiOP=Y3#$FYmTVbOxB+337t3Jc$NdsGX#~h
z1)7ecfj5CJH(DM(&n+P9a$C0=#4bbo40g+{vh<H9Ydw3LdJj!#H2>m$|661Ht&1M9
zbm|2DV{M8AK*@GKHRjFNV`F35g=YY(#NqQf`D%dLtr=MOf78F@(%HT<=Yv+NcG<1_
z`+KO9K)_-M-Y*h36a;=9m}S@sKTmJ*Ir7#0%_<m|!0t{L%~;Ovqoqt8fXzUK%D`><
zMveCAM7GR-mfH~c&u3&7rvI!}ax_Kg?F66SlmFwW{mEd807wgj|Evcr@ZyH`l>6KN
zxn*M+5qgpUuD|n-|MO(R>mqzUn@Ox<`RA4ivEznAbE5ywME=h+;jaZ#)Oz{u;5Xa!
z&v5^}lz&$D7v=azn19)*fA;P#9_Ala^@|$*qnUr%CVvdkzkP~7cK6p;vOjLdA2;LQ
zGw{dF_{D<!qCfw*8Gqc2e_N1W_2(Zq<Cksn$IbY+ko<8oe%&U2+>C!4*+0>YKW@e!
zHv<|D{o_^r@v8o9Fn=`{f4r*y&%7#X_1g??yJaZOc)BrQ<oj^h0AhGq`AhS^$e>>*
zK7v-2(q9NBG*<;^)arhEu{-H?eRK$=;T#?sK#yCF+rQ7x^Lm_ZazEYgB`Ljp+>Xr>
z^5*m1>JCPMVtH*)gmkIJjYQZd6GW`E1r+kWBN}<&|8;eLdH7tlNbzO724r(6@$;F+
zQSDJj_VDpy)A^6_yq`#;&%@mzv|QCnhY`WZYwiyt!mX$O8AkcL;gbdenNq{7e*s&w
z9f`wEc!2yfee}l&y{(p(mfJ|}a{VTUjefZ;C`-}na!=E?Z0G1M6oW*I31smb2nNa8
z;3tyl+18%$F>8ON2|l~sn<sfkG1*k8^9-7>yNyAU3>5Z-oNbNFRv2|a*`k3@G0wh>
zKxyQO>%O;JsV)ry4nhohzl97X{ijPN|3Wv_YkZ-3TF~w+w|ny^^UrqAmYuOEZkdl|
z^12-@LJ9os&|F6nD5DhAwApl~&uCO95Sy~&=|OGwzV>&>X+3S6PL@@cYa5?OdD6~h
z^8NL3p`B5SE7NSZ6R&`FZwGBM6y&Eb0z=cDJ$3*OW}u*JeMV5K`p9{we88<TQ2VIr
zcPOfHBy5RJp+TW>p=qI6p=HIa_SMzZL^HJArF)(taBn!y3Q?)Rbb>IDV9bd^uu5>q
z+t*ikMZq65$^1NiK*!O|yA1WW3<0PVR{Sl6hFJgux|P=U>YAFw$aRk(0WtwWuy1Kk
z5umNBnmGju({G&%=w=&d59myczP2b6xH9=2l+N@FDj=>|0a-CwAG2PrdgKdW6qYh<
z4FJ5~PlD7(aHbPyaORw<1X3r?vox-uje@At3VY1o$Ng@8J>j+5|3dmFmz~dQk6iKv
z?25s=$!D4)v41TPOVy?}fI4kw<km;)DE)UcnImnyweNgT+REI1lvwC!XGkYJw$C8V
zoKgYBr5Bu7ym3a)w@Tlge;wxet(dABCzfjWj$IxLq&r?6%tKifS>UvWVVqGYNIP{o
zb=KOOV04<UTxOhYmK|#z^t%Bqz^g&21~pvq0?GVkUQ0B>J~YB$)RE$?jGs5kZx3z%
zj`r{aR|ZOX7}Jdhm+(XB7}@>V#_g8d3>iE3zq^ALddG5U@8M<4aOyJ6N~?|!Wm-kW
zD-EYdv0uEyU$urO0+$EiA(Ue2z5+Z;VRU7L{9n-6zZ8o|O{bCUI)wSxdw<b5zpA@`
zHa`EIi+!K^`@$sSrBnO^SL!bU)K69vFZ(a0U;e5+@?W@8|Elitf5esI;Nbb6rR=$(
zwOxLtO8vgD$nUvPzc1x>(6(gvQr1-nER8&9;HQrqX&h%<CBoJ1{)tq^PoHPL>0Cyv
zR3gN>cd+}-T|-HFJ{IDPJ@0c%DZ_bU)iw8_<jc2hxhcp@!&6qgg0)m0QZHojdADod
z&jXaFi;Bx_UAZ$zs;N#nkgA%S_oj*pi-AHeN}QKVZU^qnv2tHe+pgbEh$3Oa28leS
z=-f@bsR=ZH;*y0)3ja~k@22L><`-fz5hQ0m*j`|k5Zsr?peJPC7@-GW$)zumV8n7J
zu}C2Y7tci=XyB3j&7cR?_`Jo^(Dt%oo}8K&f}ZRNL+|H^gdWrkstStvVg7K24-@A1
zMpSu3hTi`MdXOO*vxf!kKq199X2{~wl49Ycsi`Rm;6$|0RPL{a$3$}QAb`7zU8wT^
znQi@((6Tx(I5-H^+I(=ldsKh-QSoG_#vIgsvmOb2I4~bf-#ea~nu1zo$ivEG8=iuw
zJHvDlGxSnSSUXgIsoV4Gj>m@%@JI*kSg(YU(Fzz0hVqU&Ap0GVv(%1KO&@RXhuE{Z
z<>hjw9LL=8FLJZgIm{8`EHGPQ+ZzM1Y?BVfsn$XUAw61N!mmBw+K*<NLldc$b&i>%
z2n(ArIEVQ|D+~P0`zJ>qr0=t};f&^1-b&x^D5Rq-+jXpV3i9tF+yaPg07$^aj*g?1
zhLD@r$#T4DI7*KzkN3WPCRn<+&{7Pm7e9MsrRO{qa0wY6ma}176`@7;(U_Hoa;3g)
z>38_NvUo1nZ8V4x+M_e#pvzGFDYG#B`z$lspzG6eeGD3QWsz=(xN+KeR>-@o?CyIE
zQvzmGGkxks$Q%_iA^-!`Fjk?o1(#pdz}u1Eap^^O7sHy)dN}DzbGP!~0pe-Yy`J$d
zl-YzjgLT?B7N~~JLRG7-Er%}~q?r(Mx>xJ$&(_pKJ437F2@t!jZ4rc`Mi2K>5t+~s
z5qqjWtJ@k|(o`C=qqeo=f_m=bUSm3lTYAIy-z)^}tHU49NbS&7xU|hgd>att@f8Bx
zoIG5wG$8JG2d}NI1qUPCc&msI%V1Ra-0c?D!THx2yZBxo8LSEllyOQ73=FJcpL`aF
zO-nMK@22`vf+C8H-tC;pC&B4_mz4hYpb?)qI$BDq+~Ej`#V>AK>hq_W6_YhjFfR{m
zY{|(Wp2M->(3Jg{p2qU>g*vIQE2`nk=sxl_EC?%6BMYt+<l=aY4_J|kZ*>=TJ-*6`
z*gts5(3*~-ZSvf}KP$8WK?W{WioB|7?uSeGLjIulgPA#a7cx4rRdg|Sh(&fYQ5Qcq
zH)nCv%+p~{W%(mOGkG!<T0YNj?=q<G?S8|&MK3X5lRXWNKlnq#Qnu08<uYW*x5z04
zTkl1<Gn!KGa(%4V@E1gcgiq`WbuqUbn;;OM!BA5Nhbq_1lZ0XEY<Ox7-nb_Ty(TBK
zqGe7_PI0?B3*sK7N2Ce^MavR_yAOmJ@u}7|RjsiUv(ylPCqH(37Ow-f_$$a15kY#@
z2fuOSUa1#o>(&hDh`v0IEe2t$8g8u9keKFs9^ZxL9$OF$But_%o4N8OPRs|KSnG)D
z7VJ{z##E{|hwljS2@shIII%6RW2kLhMwHoQd{U*D7I}OPCv2Fco$f3Xp6eNZj9w_)
zax^mu+A^|#>(%B-vD?5eNpiZI&vfC6Kc~pMu7jRLL&)oqJ3G1*f#yHOpp>CSa_t8$
zs#x@eoCAeD&fvc)-DJp6I=A2koYm#Q>2`iPi(mJX)I_Jml@*g6pfc7SbT*h3mwft`
zPwA5Sg@O}=D5@w!v0`~N?8haW!C2=z!YSL_1#&y8LSo;34n6D8=k9?EsCJ5`^*Xkl
zs3ntgJ|U`$UuYP}eD9piL*E1&^Rlb=HYN4kTWHiMyWRvyZs+Xsv#OdhI^+ZU8wJ^^
z1xvbaaZ)AWX6;(WMhja<>}OjH%L26zw;BW`U*}nmb6?2_eO5@!2zD(7B>1u4se{I2
zsgGt*Np56<P8-Y~*}Lu<pKgLMgu$4boiHuQod>;-yYZl%#|>dfpn0UQVMgjn^&alo
zrydBn!S|j!Ou=6h8Cj={;T+ov#wh@P&^ce_=V&$a6e&;Wgx$S4YK|@%IoQY*X;12l
zlO7&`fqZL(6s%mS{R>VF^=&=M-(ZP|5E|+tBkI7GLH=~_pKfJU+nw=i7|8?_oE2ZP
zdUVfbm}au_hA?ZDO!s-)R>+-Gv-;+O);@mCtqZE25^twX`^Gci^PrI>D9f&XuPa9P
zaN$G9ULN)42_q}_uE>N(Z1Ia|ukTl{N7K8tG!gaU^c!@ae)?;izK|VXM7Byn;&dld
zQwr>Gk(iA}m;IFd+LUe+LcT}vIcPk+h-D)F;@g399aon_gjf!<%$G7Rfz!OR?zyl7
zijyCQE*=#pH(u7>-Y{8yaDm$W_>3%HCqt3beUXnA703ayIw(?`x;Nuvla%ndh|<OZ
zD;P%7_n%v{8@UqPO&Eike4~)3OnjB0<<QQh6PrcQ-e+IfdI|!lz$Zg@y@PmMWS?%U
z5c+5<bEEVLZfB(vF$g-X&tpjFG5{-StA^Yk*oBAu0%M0dSnZhv$iVje>G2E{R_Q1>
zCs#<NAs!p|u{yW@{_@&V361!i3A6B8KF=~-gGt`o8a4HvlnO%2Z6dvXJI7}KezTsb
zm*Pf!RmCSjNpe2RyPlpX>;yscma9g>+6((cNUgn*CY^2hlwoetMXL)>Jm2(|YcN&+
zRhsa8LVZlnJ8xL$EwhucUKeCeyQ}fTlQ2h#M)Z_jUdi+)*Yx+Sz^6|U5m^i(=LPYK
zOO_|AZ4LA@7(5qAHeC6mf=^tIDkU>>d0Y#P6>L`3+{pu92dtFk#S&AUV$<?rCo<dT
z=cc&#E@1kkT_Sht)r~#d-5?GUUIUK!2UM~lLz?u9G(Ki#2BFEvZSbrz`yD?2h_5xF
zimmkOE%im%Ix*#{6z!8w<RwDNFasuRNd=?Yp<TN?E=ZPp&NPWc8wUtX7*P&xR3?KQ
z{-44m=a38=gSf{ggH>H!*RX?7q@;U|Bfke#gxqMlVi0Z%;YvQO6DRH12=1i0K2_bK
z{<aJ>Ry2C?D)Mcm=;HlN*waypsySNEnKX!Pi6MtiCk%Q6ia84HAYXTE;WaP1zEY61
zf%})FW8(3&cfxR-4)Ga&O&)JoJ$XjA_kW1TRfAw*043qUn$g{!;x4%OPYwywt5`oo
z)w$Uy+@%3pD71oy3i*|R0!u?DSx+5p#(E>j;258v;-ckw7^R733bWiS<rk#;hrcEz
zl0ZA%364h?XPaeFqEpaBvof?dcV6v&au?~0TGz$SG?%45b@9dIByB7i3yD??kH9w-
zR9mV?FeOznm`|8NT#2covY}%vfjoJah21oE^hp%!FgpD7c`JGqS1oC)0TDo!6Vou%
z!MFN+bB!=Dk9WS-fdsW1D3XCm9H1y?<a4_PWeRU8IQYO-oUu9H21@#$p7`PMZTiWE
zOUAQituyPZ=<&IPSC&5|YkZ2QUtm8ZniiwpW*cc~O4dIR!<2>DBhNlp%;fITcqOO6
zL@j~&hz-<!U(fs`cQ_1<11eW8kXm>llf3@h=$3CR(ak8eE_5Q3sU``0#NF?9oUoZn
z7*LA+vrzTVwv<^3)>aMtrE8J~nQG+|gk7m`T#&*YOF1B$q$kKATl4q4#@dVnNG8+8
z-CTa750`VCTp`*)Xd&S6r6xx-*m>lUjPPvkkRTuZmS}3U!9Lz6{ir<w!n}x5M<rL;
zC+`b-Tnft1;Q8i)_jy=-h29b)-bYL@&q&O|h|dMQh^)kqf7XhKQqrgd&C7efU0wfX
z+tnLf@V>2?HXLUmm{oxzW+HhsG4$Y#`>R};`%;H-K06DQBijY@*F-VjjSEg>NP@7E
zP0|T*a#}Q}sXl)&)O<AMRk(1#=mu7rb$Fbcab?sgpc}9%_k1`uE}(x!gv?mZK0bt;
z-iZ2CD2RhF(^?%>*giIqBI0wgIILSlw~(3)KN8eaoOS#>5^HPJHRQYdk!kRVwlFLA
z7-1a?%++Cgm}0DKqlCqe!rDSpic;zbYt05=j=U|M`O4=T(`{pO>pYC%?=#0#2}+@f
z@mHev|7dI0R*;_QvVTMZ_dQfl^LnkwUiO^YU#8uz_dC=8e!>lOIq3F73K2rCL8FWv
zRwn5Wn)bGIUT=pHw0Bo;3Jyes^W0-bHB^2VgjRBH&W}3-)6KC%@|M~GlC)GsuoYXz
zke42c@fz&+;MLFsJZuLTu6k2$9D}#pSaXnSMuC17k8@NbuZgorq8L{_j3E+ZBpOyS
z4l~@>-!Yi|vR_PrtJjr5T?t8g{E~tt2Tmx_^A^YrRFTKErRv&OyJQ&kiUI(_cu>s!
z0i7e$d0cv4_nx~a$pp^oE3Y(M;+J#rUXNsq;kPp3)0w!pNOO1vB?6i&7E1c^R&X8m
z{HW&wj7)Iei-9LJtk|u|yW-i8x4_4uP_HC<dYH1FPfBDk9LT(+&nGNm_$V9A_OKge
zs3-rD`Ur}zH|N+ouVz;(><4(|rZS6Z_*=d{t>u1k04`Es$E|!~%5<AJUb@ce?x}la
zUM4aI1mnxlZp6utc5)=_3&~3hsRnX0DPr{lXQymHeWy##ANwro$dII)EqjmTh}lG8
z-}bQEQ)MOrkTkQvmc!C;1TF2X4$<kDtBA%5COgV6wG`>Bi<s5l*JBdAL?l{@msHRx
zuD(UakYhkmQ%;DZ!%xUH>c)a02wrlO44!a5AkKb6eCkH5V>W|D?0>7y<@{B!n;Cz^
zBIg-Iqm6bXv|z{BVYse~x$uh{-jDk`F^QO5@8WJwGgWsb`NwA1mmva3U2wqG8~1hI
z30}*^6iH@%<k<JCLrfS#MdkC+FYpPAml6@-Fwk~OT$p?CDJ3BioO@6Qbe^mjeZ*DA
z_VI4EBjl_6-ow{VpFTm8_mQ}K<v0a9s*Lv7Rj44FNNMpW<k<RUoSfsdeRzCH<8V@>
zPbtoRP`F?gY-n&U*uzTErm#*;1>W&v+}5|jxL@cs@D6K&hYtJwSxXr=PlLP=pbF;Q
z!Y$5&Pl`wv(7r|fWvr1nH!dGMw5DWBR{`EDHlgQ8Blm>xf@=_c;d}MVoKbN+a5Cn_
zxzQK2K*z@&zXd!?%J`3^yJ(7MhvYv9pHG8<e4z~A!xIfzgJ%;>hpXRXcELi;^=N}X
zEAtk-Z}E}w^Bk$8gHnS;lXe}qAJ<qFVFi)zza-6`#t?^DeiG3-+wDOzw(anZ7bcNI
z19XfmZXm@hrfqChgd&G9xhF~1#;_Q6zqmO0yq=*X_*DL+FgWaE?y~0Ra(=*m((9vR
zVWx-u;SyGIKq$?HqT*EHD1NZGVC8V5am6c6K!6dUtPW~Kw%Vph3D!1=aimXZ6D$Jp
z*%v&agA0f29p$-C@bTA1;B^8h>z~kLprcYFG-$cp_v7_BET8ZiO9D+=j*2|DgbUdZ
z+~5R}dcum(hjUsO6J^?O1CPjfnojgEQ^nkCKp)DdsLRKMuYza!zh#hr8BG*^j#rt0
zS=Ip@Vx(;JLL6f`6%>vzll*Sw*o<9WX``~*$%#97m0#6kGom7{C=Y@6qV9)B*KhgC
znKHg70!Dt&S+({;7-iHSKr`%Ui+dw;HYlJg3QqS~lY{SF*?zf~Q%CsvFuR`_O+Q@W
z9s6}pR1XE9NHbM9kYRMj;=uSA5)~uWt$h*$2Q0h5XXW_7RY86%8fyiu2cQ48o(tbC
z|Bx6LE9FB#drl}hEk+qsQezaO`nqrMU(TXXYq?7xb@HcnjP`o#+&uLex8|@c(`F3L
zRvOe6TgzIn3J-_AZYBJ9b>RkYSQoK4)|nS~zKcf~f8T(xg6de<wqty&sJfjPntn*Q
zGWr9LP?B&FnJZ#pA5KjVX!)k0Jc&#T{x0Wau<^1sAYsrkwR}J%ebdHu-(V+`t__}`
z9EKL-bvWTUe^cAjVH@iPew0JCMUxkq!d)fEn;!P|If;dGCFRqKtTu;F<H#^65-1s`
z4X8w(e}TVZ!pvd!OeP%c)kP1)QPyM={8Ze?rJdLWC-Q-%18y~N4Y_J3^t5pQE=%4&
zy?0^j{B~lHFhhIBbJ$khqkP3Caxtnddas+R(O^!m^GI(dkQ<FUMYoU;WpP!kk~!FJ
zCFY4JKYm54`Qj6&wDv7&0AIB?|H)O{CT*OHtZf(lN-PpJoJv2w&NtFgSWbRqeD?uU
z(td8gH=Q$!gU#K_?1b6tE~0M{8_`P%6_8p6q}+RDxZpVIjhX0g&~rZ^KNWSLcUpsC
zPFgVmaGVN7yuqSzeHe#_6Yu!?)`9<1n;#3FzaT1kID7=Ss9YDhsY}*b_8xY2z=cwg
zE@E2E@z$wJru$rmXm$Yq$mxe_$i4A&C;HK=OZ2=Ccyl;ZdX4rr&RsCn^;?`wfm6wX
zW^O@WF)E!%w$nT{!b3JqVKo8<w!Lk0&SirWB`lsfxHI6AzU+jFJ_*emRbSbHf2mV{
z(P`4);q7~Wo~SHzN)8G+P+sMDP>FPq5ozbsY&H?=c=isZ#J!f145qM{^|NT$vzd*e
z<xDv*&d(Aal&krQJo-Dq(rD=hwgm~L*51b(j&fG2A#`XUgZ*Z`;_!luqk=r|nADmb
zF3hZ9UeGJp56W0r)0n;=hK>ighl?%BO1YDJ_~-4F_dn2V^1(FF--)xBCu_DF4x@~a
zdY{v8Bv<U8S#+JstbiD&5dCz}j)l5nH96fF_9JvGeIY?v^1}<IiaKhvE>TGKFL%3>
zd&Q5^ScKa^4Te!uch6&0Lldc9G-ydl)HZ;B2zh1ef4f4@Vsw$ssDXyoc7{m4dz*^h
zHE-@wWL6S^X*%F+W-F~%xs+g@0?<MXjD)PbMkwPjzd_@3Q{y~cyVa+xP9!l1?gSlq
zP3qC(F{k!0SRR{;?0Lf~0hl~m(3o5-o*}jpG*D(v2(u1)Ezmf{2@T!-KYk|r#8jL(
zgL5F|`ZNh0+Feq3K0^OgFi*lj$;XYlYt{Tf=ub%g=u*(YX5dp`^Uv`yk%@rku>l(C
ze_ah7D>^Y?j}ICntPO&OEagvB-~S9*8vhJgx}Oy7{|tX(L&Kj;UDC-v!<T_S!=I~N
zh2=QV_@z7&rf)qwi6-@*hx|V{U3_@{4-XH}$_NV7iASq}H#O>o!j~DC7Q`^5%En`5
zWlS<e&L^Vac`#A#M`$dXJPx!2Eg!irm+$EA9!4}V<QuzrTD<Lk=<U3>_{j(7XMme=
zzT*+%WgLnAG~fV)4tz4@EtZ1}?<d@KW}UnKyhIG_(T|waERNI)1O3sTZ&^f~rWJV|
zgd-&KnV8HT7AiZvqGS*O|HMQMa(E>ks9f=g^a5!Bxe1;@oyZb?H#kp&Z_eSBl+?m8
zdDfuPwf+RlH~S=94jL|}!Gu{?Cc=fb#=|R1CAJzwAp#DElK^{k)6f@5BV~%f!=4pd
zjxOGuY+UZpR6ada4Zo=o<VnC4%SpsU8U(UL--MDZ4+58>bD^Pqj{TyFAQ3N2q;8;*
z`3ASpyMgGJ-2I6RMiO?5tr?mc&Dlhctn8<a@1mq_C1|K~bANngsm@UAo6rYjqTH}z
zx3w51%!6B!9@qOr#}C?*t^wZQ{!kpJ*tJ|Xf{ySBp(uqhq%$tFe&JTOcH3uUu{+eZ
z5{aM^me)Ak1LltNoA4aY+;$%}wq~2cErJ;AO&!gcd5Ld%EHxD2Uc3l}7Y-9f$hnY&
zZdiXTXdh#D)>W0>#s3&M<)!FpJSlirS@Ha>w}3Y1dB7*3cK+8mv5xh30ZcbWV-82H
zybjlqErYo@M*Dl-f&;zYRWTk$PP<OfZ!+~-ap#`0tdls6tB$$sJMe^Wex@PwB_O;y
zI^T0ji5`glv1sb?Jm@1L{p-^{1-0>;B>{Q>95$E~B0=<n1*#<ArAd)|132_MDx4_B
z0h#c*9|w=bg$g!06QOnboN{+}GL`aPgSejyN|~n#B8OT6U<%#NUvy}GP0xtq9_oF|
zch+~F8Y>*q`Z6)W@|ssrDmqnjQ<=&*E4|-g6~w~h>l43Yl1A$wko`8{Xgf%<8JHC`
ziF8`n8`}O;`&dHPc<0>Z=n=QJ!IyxCmJcr4@!T%6ifBhUi?9Yj^`J;h4~rvZyBsA!
z&P@RjEH4$(Xh|~7<boUVevL6Zu+v`dc=zD0<ng4qbrg-2|HBQAyZYG<nhZ~@fT^KW
z>$<z;6TR06joorM)xuOF7mCpN7saxO5H86W{SsL!{P-e_1$#%{PRZM?4oR?Z=B6Ra
zUAPtN6%cb^bEzfK37sKcFC(5M>Ve4KHpl~!$5+V_hrlZU-f#r?{7aX`Id6?PjZ@vy
zHh|w2i_I=_oZ2qnc`kHzOM_z^q2N*{iGRoq&g`+m>N$~)3%9UYwqzy#eAm||8U1gn
zb;A$2@i*-{2PJ-E+e@(nuQNpA>nVIwhfGDYPf=Tp%WF8jou$&F7hk>@%9tK_{mnwc
zs#`A}Tofg1P#gbFjv8%zUA`P6?`!HPiznO=2@x(hP8bN#I6oh%X!RAkty?C_|2fA_
zm`KAwkNS6yH@58NIf1GY!K5b?DWhiDY{WN`=GC#>XkiXDXVx%=-K!5vP2lYfKqfDR
zzat*Yv(H9nwAlLVWHc#5&+%aIhrpgbW(gzNgJSJNXu4shq7VZ87do9(w!Y2Kmo0D;
zh?FmtI|@uhp}uNl=IWS;=dADBntdB^qaFqC{SzKDhORaZd<6A#3f&KzJDI99?Cjk=
zhae0)((vklad)jbK>j6i=}5J3E5CW8rM8Lx1;*t!fTb<=e9Uw+FB=7g_`T7WgO?=A
zB6nsJ7i-GKCzsEsh1{`4B;PGOED|ViKsVVEV({6|naA+Y0l%TxVACTgF;F1Cz%d`$
zOa;kPO<Edjecg$B&}X%Z=FnG^-ejiUZ?+T){m8j)_>o1ihI+PGE5k%r&==h*y>bQD
z^~oT%81`u)e9%vEC8dRh0(2t}`hbMv&8ZDe(3>9sHCvo#3jz$+0Q6qA#4{-^580PR
z(7f{<#+>)3g<llG^Q2K4nNZVQtawsrN$KxTPBOslLNUofZR=y*CN=e>7UU5`gWa&K
zZI$D=AqfOU_hiV0<dL5i!eR1JLCtV85=R%%<$ZQPRJRs7Ov#vwtsas?73B?%Z~Kym
zOc@SrA=Xbl%DE1j<nfaIzc}p=5b9`Y@p{2&S25NLJnT#Sj0KzJ*9paHs1yA=P9~pc
zeKV>M!uItf6TgLe537Ms;%Ia}b>>#49M1*bOqz#$qx#EL0br6sE?`2Lp)38@Ri}j*
zJkH@i9Tpf8sQ2OB`AHsnLImlCR0O;Whi*U)Jt5Zl6xw+b`ybfQ6PU0<Pz!PAC!PvD
z;fHx5>UT5wl&Dz(dLqaV13G@8)&G|t^-UFgyX3ZFV{7{&L^bDcPb~%O2N4AR41Sw2
zSq{p2I`hc+*9c(Azwv^RQ)pByM0CCo{xx`)zphnpV}7CW)AK{}Uxm&F;sCT@(9a3Y
zfm+9+JW<QPraAz6@SKQ&UiPo4f#TGKF^E6+x*sOePte-F^b6%*P5uPE`CcSJ-8rc6
z{<O|rRk;a&Ey53I+j|x~6Wp^M5Bu*v@k2tXg?ul+!)mx8MU_kWp4}=h-yUR93+)_b
z2kxQ!+w0zToIvJ)$4lTuYN2}|_(}2Xu)r<v_JWD_qeiPmeSww7*`CI1Uy{SzM`$#r
z2->`7v_Rzw|6>hgV+DU%(R;r4DLv%9i9w-?aR<rr-CNL(;LiHa#~YD8l80?+k}{vq
z45$YU1P|(~Aafu@5{E>pwMw`Id|ct2UT(QrvYe(`b|e*A&>Vu#w9U8pG3s+j&kPN&
zUZx&bDQr2m-iU;EZd2e)Z_)sZvdbk+b@EIvhv9cZ`6rLD73tFxR(6jXc2R~$7DT;T
zACjW=sj-zV(G{;xK({JZ0`1jr_?|JR-Atk|R0?EJD{tz3K^IE`{PMqu%o7+c#q7Zb
zTG7<qkN99-GmR3&#bbk1CJ2Yqxd?(SP@?)9c}LS;H~aTKU}C25xm~<)6PY4-mv>^o
z=`Bq|Z$Z^SAxjF{%>@nQ;suFL4fk7DzG6R2Dw3H4#k8y#dQu7GAo$Yx3|9VEnj&G$
zlbnYGz)YCV2>I=2^ZG(9nOQ__H0ImRo*+%bl63P>VU$rUsH?XZWbxStlJXI#?j7If
zJT|wuu%ORCY4=t4GapCGa}ny(LIN4ln{yI^h+R8is!@CM!%cc1?`bU=1iXm>q<t@R
zzhREP-8-2$0{kfXtc|sy+JruY9foA9_*fLX7bvQ7#^hAnlmgnW2aIrdj5C%?N$*VB
z7<wm7x^3q*ROeGCV^4E!(4E?M2z+Q{oF19iEABK|st*%xlgeZEg)Dh*oVu}G84^9v
zcQ}ppNH1Xe8m6_`pNKKK3mZIM1RgvUR(zQ1%7wX|1YE3atz7aRC{#>d%>kRGlT4e_
z*Uu}dS5Qtu&ccOX28@*1^Lk?8SDw4jb(h&@30xd4WNx}x!8Za1UrDc)+DdLrSYa5|
zxWzKw3(U9?kCG2u^>KqaDIgcnGM&DVgSA<e>x^R~$k(VfD}Y#mu<y)^%wte{Ebg-_
z8h~s2ipR0r@h<L*IAJ4O^OEV=P@^UOM(?pmE=?a&$fnX5F}^VS9BQk@lAFx?I_}6f
zI_rri%MKC^%KX0Dri?zg!8ce&9oJF1K8_X0^G9Iz^9N$kq|Htj!0l0kR@1s<OmDno
zaw*kZH%&=;m-S9S-DP%rUX@E^HTmp18pqcY&A|YIy4Bv*oY?o^n|8l9wqY&|^4=g-
z^M$}usMnRFDt%VrnYL8Vf4QbieSi73>FnN!w%Az_ehsv@rUkGT%Kl!i)sSc!xpCU+
z3Gh0j=}!*XV+p`T>cT0^68>5?eL832djF+46&OWU+2ys8k}xm`v>C5>5JQhXU%WvT
z^t04Ijtiz}_Y#1vp8drRr~~*=tb&c}c+qUt?)d=zF)hr5tGA}SI(j(FRXX2wrlHFl
zR;vn;;FWIqu*I_MM5R24+6$EX^f72vx#h7&S8!D?P~-FRA{{=O{gfTb)8ID?OovTU
zJBsFzweqTda`oFflOpn~6d4F(Am8?KO4quUhv|sss%nwWD04-@ClQC)a-p3#-IsaQ
zD6o?wCG(k|bZfPPyc<eUCyOhC&;2gH^j;Kcq04!-?A_*SLhCorM!3_+>-7nIs4}+Z
z^(0Fw%By6)#jO1v(|PA@;Zx}Oj`-vDr+UkQiu+O&*u>#_5o4RY%|#JCS9Ef_r4ke~
z%kMgYz9ltV9USIJBgiUcVmPqxYHIu9i(VPEfixHC`xWF0>#t1C7zO#zsK1~dT7I>$
z8{DoB7pBr3vm=4(d2lrtmH}{mHa#*seF^78+O|dtYTkESg;o(AOEkPS4(1vFmL|_u
z7=j(n=Iwm+M{*C>lt;z{=xy+FD_OFH_vi7ywgE_#O_gS+`?9P&h`8drVe7ZovSX`c
zy&&k!52F`p&fD_H-liTu(9U+=m8V6m^2u||;?xJ1jIPU(oS#_&Bd@n3GPek6>%ec6
z21-{MwGJZ7=7uT-b{G@Gc2KWcS8dTuqg*}}n#r3Zqn(w=yILw>Ji<jyi=wAa$46dI
z7`IeYgmt5zK3zO7dJB7l6sjO-nJnOL=V`()&p+mX+{Z)!Z)-XEbhZUWdY<j&>c)s+
zKbhN{VW#v&W%%i$)JHEdTy~)t#nYS)o_)~7GscT`a^DDICW7_1T#b9;;G$JW%GMio
z8W6bV`0=W}@Vtf$qEQCtL5$*ih8WXsAjk}vqE7y3(3Zy_@;``s%dk4Wf6FtF;O_2j
zfk3bz2MH3~HCS+W2znsF6WsM62~L0z+&#FvySu~T(8cdg|NG9JzB4^N{q(#$J3N)D
zUA1dht<PHDUG9C@!1ou5&h)?eeMdSbF-Bu|C2H=pDZ~FfN$Dw)>e`{t>n<t`$r$=B
za~nzcDGTh(c`Dt=S-`k4uwf$pW7@tk5ss5w-C}q7Hd6sQ4E5^!*~cL+di@BoP^&>+
z(2FbDDomK8Km>DBTDZJl6jdlmm_#M(I6gFq=~#P*hv;Qh-{YN-yVP1{NT2J;-6!xV
z?8Fd3byjMB`<%AvBtQjA#zNxs_~pVGvDmx`TymRlSb?OeeBb1Fg|AjttGThMi#v7l
zOHqSay`H&o{sw{J+UBdJGt{|Ra!gS?>h-`1-S?qT1u@urs_Iqc$`2!HN*_cs!$1c4
zL?bR+BO!k;%+7Y47a+3K=Z-g9KJi$m(qhXg!x2*I_4H861)5=tc-wx`Qqo#tB#+QQ
z_mU311LeW+t2bl>u8#UCR4$@ew&D@O;3ApVb(ph0YR2qRm(8O{9sYIS4RzBWt*Z;0
z32g|I-hBG@r?j7*gRaKLp&VH&b}hv%NPjF&Ic2->v^$kzI(jv9SL&p2`P=z0-%CXn
zo}ID^PkEWBTUBc72oUGU0S)oX8@<cUuhAkYhtRzlgg*z~(iepVEXkV=HjNiMPKzqR
z&ag>6SZ+Y}SvH*FACPKV?t$ULrymN?qBc)@o4YF2b74W~9U~MXd6B*<U6L>-<C(8H
zBv7mDE%B{~G7ci<ZJAUKS1;066;U@Rvw_X>cOq%kZBis|Oa_Cges!doz`_@EX!>-j
zhnmjI*K(o<GW*Hi3C<IJ-7jHFv~r&Ni*JHpb7a0_KlXj9vqKP8KIx)keQn3A&tJbj
zlJ{%-G%-hfu6iAoK0cPpB4w{ASWMYd-u?mE^5amLAUQYLLH8CAtnrj&EUPU8L<_a%
zgF%gDeVzSti~*Xe`Iye`c&C<l9(2$<A>n}#h0}u1hjM{atY-zm!6I9$%GAn|_reFS
z7Xk&(UP>frI2jaky<@y|Z(!ZlY3-zBYSzkwjns6nB>MBB@K)Px77{J==b|7@8=w63
z)k=v`fiJRS?KAN5cqdgdH8B+(35=@+n!FX!Pd6H$HML(&Smj6U1blFV;o~Q31?Af0
zY6m*!d6J;du)<0yb7tUAT8gvPx9hBSxm=+~Ki<rEFZb)9Y7b@1_J<8@{_>aV=6eSp
zA_jkX<X;_eT`;9s!Y|<Kx9A-CGLW#*ktn-Cu-D%Gmmw`F=jUNsa(3&rZ<RH4dCD*3
zdDynXto4X&)P=Atuqy?OV0C;*)nOppoKA8iAnhLOWQ)W!l7FO}$wjdzeOs0J0BTnG
z;+vs&<$-&gzmfFdtkfl1obH(-AJ4hcU$>aWo*hW<Ki6q{L&4WCII5=D>Zj0B{#%Ha
zFhncIhQMBSIR-E?Yg3F7^d4RdJ2Y50Q_-hd6U7zL5Sr*>RDMRPDO~*8zzwq&7v;@i
zHe?IyX#3o~D{F%dUNYZYK27n?7P#ffehX;TGbX(~KWKQ!OOp-do7Z8>$*X=0MA}s^
z$<jOSbxK@*rS7xRSG-WDZ?8M*D@iul6S>ZNt%7dwp*YtKL$^B|#KC^Zf&_*q>A)OG
ze2f6M$?9f_A1eDjHQ6khH~|y<;bY$9Lv;@AOom7IN;3!2lptQ-!n81c<Dr_hgH`)T
z9P<GdKi7@*>-P)@xc3yr=k~SHpC^9w%xU&r=)e3b^bU-gRAP^_fn4X`d+F6U_YyU%
z7XGJum!^btTG~g$F=0fxIb#&c6AK*vS`L2M0T`+eziA#FGoftS4z7-XAcCdK32J^x
zi^1p=Ppwwn%U&E$btya4g&sXZ=b;3mvj;1skSD|w9WumAZVS~G?^1g^$v%U}ei}O9
zWbKdc?dieXoJ?cXpRO9el6}oU`~x!Z8fUwxyQ}(B6K9AgzN2`2F)0GAOY5nQYtf!#
zkN9h6rj?3%+Fw)I>G@*am(a72obTaCy$8XXsA;=Yp+63%BT|g6Zm6#Zavoe%^tTih
zj*5h(K57Fds3{Gux43A}MZR3X;Q2#YY0LVaHWA~NBWdc|(2fM5hE%Qpmich$dt}rX
zIrXzVn2$Bv7Y}OBSd^^V=qMwi)gA1KB7(iV<#igVatPiZ7CS22G5MK6(pNQkhcdOd
zJ1(rLY)L_llr^!W&IbjK`Rkupx?W|QX&vmZ=ksPpbU}DeBhc5CInBuLKH2C#fR1Lm
zZ3on`W2w-?Iixr4Ym`l}I|$!f+Rdw^qle;l#!h<u5Ovrv$!me4oLSpe4c)~~R@i0g
z;;a)o!C(ba+oQCHr?C&2_s7J=+BMvAY|bD(&_VBjd?*>30vj9#BP$}m(cI&(_Z!+;
z>oY$zK67FGYb)i^Snk^#9Y1SAFt?xguisRDn!`tD8K33e$@Dg&tt;Naidt~OYaU5{
zu$**2?!OYt-8Trm{h%pz8z;LZhGy8DBByWYtu?l;EIMjK9R_mOxq1sI!VqOWg|e8L
z8Ydnq2+lSM#HVxEJ^s`;LgiaC!)>N?i@C<|1<h>H@J7yJ^WHGTbiSeV_Zt=p+t0R_
zQb~Me)m#qSf6AiTQ#2Od>n7&-K+81K^;D!)*%AVie^1!@9$D+RR<YJCpHTMA@AG@Z
zbB?SpYnxe9tCbOn<9pb~OsHb$PQ`{C+>~5ci;1yz;>cQW7aEhLd(M}j`2@!-iuR8w
zZQWrOHlXH#g}T0OXqmJ~7HLCXO!Hb6YYcWqee$#T0)P5G4CHjT=a{j%W11>>b)eAn
z&;?P_*%E}ljJk&TpEm+}`{{%UeEyaH;-L>WF~2o>5ZBKBU7^=lxgLQ~;iLa}J3B>%
zCpsIPaOp8>hfvO;``GGLYVo0zR4ZwAqGo=_&7e@EQ)PSh))UW{X705|l^T)3vS^?S
zB|BL=EEq@1XDI=1q+Xqxzw%VQ{uuqbLd5YfuK6@wFuplJaC?dRoayNaO$AwFYho{E
z{Uj^Kz5nUt);;@aWer7rfXHbf$JeCF+`0F4HhN2oC|gA25rqjS`9L4;aiBFcc*ykR
z{RGCO9gmgX_+Bydox1+~DQ3*$9#525&e7wO^XbaBG}x1~amzc{9gYp=Q!}!HN*EmP
znaLCAbsGqD9#}XfUt{&Tq+|KL-(8CdQ4nR)+({ByeWI*v6JDg_iY#x?h3iM3b~(d$
z)hk_)>l`}RpAB(KM|?PRowsD^{&~g4J+sOt0v#BG1bh_9V|eT=Urr>av3|0m6bPuY
zR9MAcACwo=aYh!tUgjyA>z0GgAxCJ`G$W^+QjySBN=Zh;)z$`Y#32e5X>HUd#Z?V#
zn994J@_6!M*uUnKlHS>w-gLB@#23gU(Rbd}NPl|M%OcjX81f_wk2kfq#{d&X_$tE+
z0FJhBz%00UkBP?ejK~XK06vyFm+TK(0Apmx0`y3Evm!<fAQw)k0A&I;djG#;qg`eg
z`{=)w7Cc}B4Pk^49<^A2%_u$7r~=DUS#<!p2<QT^Bdhd`+8&@RtCs-X^78J9c>4_R
z;)9>9O;W7!kpFcX-GA>Lx^jGar@I^VloLK;^jPy^ilQU0WDMd9i}w`uDF`2_Z`{dl
zkfhGgf^jy1u6KO+pMHdoz?eV*`_<emq1XZh$i%g{29N3+_2&!YNdWfnGH&&RSw8l*
zax|si{|?8}fDUvuDCM;IgPN{7vqpS|yGMA>0wX~8L(!sokFwgtvyPni1#OTK(Z_F$
zqTfH8g0=2ejP|&{{uny?bUy97GWC9B^zFk(C3I=R30r;feM-wz7jL_KN3&%C;bCdn
z>u~WlVpAx|5JeM5Bp^3qkOr!(&)>HM?^D0;`**(qB!X=`u?c)l0M{+`YJB00EB(*$
zKMKcjh`3PeTtuPreT`Z<p4+1WaN6&BLU8<Df9BK}4=o4H?G?gHXyjE`ICdPmX~5CQ
zQPcnHpWRaZ_tbKf-|UPwpWQ~N&H~uvFQ+9f9bu8Q#Y!BFw~oNb9gi|}k3Yh4hxBZR
zjBH?Ibp-s8IltA<(Eo1#`rnvI$n8Zu$TxTN_AnX()I2D!u!0@X<<7qk5+)Y2nmCkU
z8sdBGE$FJ@fQ#Fm7^C=R&gVWZKy1aklKu^zFciqy3pmDs<n`yapcZ?D?if~&$H68B
z4;LrLWYMiYl{f3V+IN|*l%nInt~w5bzY=xCU+mo%P?>>lt@jHs2{Hacw)37|Km8gp
zvGmRa9@JHN6Ll8R<#(l{wX~A5IYo+`X3?CG+X=h{mjsdd?FGe8a9xz7&AS@bo(rQh
z+qV;gL!Amye>!dDpnJR<`{z3&l>Qj*t#`1kl|kZPJxpfz7nWu1cd)|;*&JhVhvm*g
z=8gYNmQoJf-Nlwijh>(1?NsyEg`FlV^)00Jks~{Pe$j_@GQ+TN=s2sVgi<Dz?VyR8
zj9tt?7bJ^0kqJO^7#wL?2x*Pj?+>*u_uX!`Qa6zIdHW!?-`XJdy0kc8@1gVtC`rHH
zS9hjw4^Lb-Q<=RZ{#g$_;y++e6zO~$1Ck8c9H-)md^!FOh{E+jr_0t&tBS^68epo`
zss6CF@{qAU%)}1ntXY~rbHFVJI3z88(5^6>kC6al<ub;6`JWz$=m4`1&$49~#BlcZ
zVrON<Uz0gJ^lt2+_-_B|B2WA2kBVI|D3GU?ZK1*fX+Yh2i+Wu84sVP6=vQLv=aEEV
z8Xjb@g(<u6q>u%3Hx#$y6@jx;)gRjk45_W5Y6(81C;?NM+?@pVIbN5$%X1q(ZT7hu
z8j8eg4|#&)s&~Qx+|*31H6}cTq(H<l<cD-<BjSu!H9Q4N;-sQBqTl<2QhJ+D=4n66
zgtf<+kLAK)E87<BVorQF8f?EKewNXQ#b_5#dH*H<lD2@O(~328q7gkPIUzjx5uCJ%
z2zNtdTcmAXx7JoU=sj;kU>hg%vy3*hFaX;Nh<I&c*60f|AL;sJcqCb-KGruGl)>ZI
zki0s-D<t5nbw)0QD^m?I#|Afaz^95rQ8w?)?+~=0$6F=I<s}D5+hX3G;#ux9CvB0%
z?wL%@=k2KWQ6OEma--(kjm@eRXkC)j%Tp$Po;LG8<lj*-(RR<*ot=(p8yl=Plbj5&
z)QLdNvF45Pr5RC6>e_E`{HT`@d>z$Bbo?*iTn%+0-&iE27QUVrI7*_k^N1w<PBR`-
z>`lH<bvlyEBlWY|ux*sKL6rXjQZ(D<8;3gQ(Yr;nFC42)2OZ6RG;|A?pwLUmZ~0c^
zS4kjmOksvux1%nJ-azNQMk~m*D*DOZphWBLRh<AQ{;#~UykG7%gxovkZn%L*k?cJ(
zfIhK}C2y&EM`ZfTr>4Z7Ee}zOVHBr77t-O*S+S48X->tJe|46C3)Z7EQ}#M5P|CWq
zTzNY3Q{J%zpav<@xiBGY6NB8ZaULI>c7~m<krM#b?K^-9dQCNWJ<xvZn^Vv@qHZo0
zcCp}QkI2LtVNxH6jX~Cya?SXIz<<t7gcqwna8`-mVCEyOjo=-4TV*IYmFM>U?GSI@
zcbT_Zt?c-G^;n8aUk!*(%x{XlEpE0Z&3wH+UQh0fRi)y7Tyo_lP&QvT<;jqL^TN`4
zAX}b;ZMUIwb$we##4JE9q?1LIcA_&jRYic8d>~Cz-o-V*CyYSO+UT0sU&OvTLTjA;
zHCiDj<1^>D{RHW8-{8jm!^4(k?m_Qt$gpbdKv>mDSG0z0x|F5Dik}*&USq1;aMKu4
z2NgO#=Lr6ciWqe}5g7i?{r}(=mh#s-sxCo_9W6qy7n1NlX-UjOe5o2M3{3QWya%|`
z+A_qxv0c7MQk}xZ3jdOtJXy11DdW8D${2e?G3(NAL*UCxPf-SUTjd~W5rse`wjgM*
zP{zJP#r7(%5Eora@}5>>8$b(I+5B}(+c=7BYgHDk+-w~7g<i~rO==5WA5}vgNOJIS
zVyORWM3bM<vDEXn*>)8h+M;;EF3DudxRsB&2dIcS;s2Cls*~KohoT<C+^Oqv0^3Na
zRBW}K0x`~R({Mewh6gUA=C@oo2;~}N(r(*;+5F7uU(8~z;R%mI(IDsDfl60J*Q30_
zqm?)ctTZzy-PywP>V3*p7^BfH+&$9Z&_}+m$X9$9oFjH$=ro*M`bT^BMvcj~e<~uI
z?;k_T7qAHnd5NS7%=Evoa?0;->zP>8QZNi2UagLdbMvIK<LRAbBB1$n?S=+mnj?zm
zv&t%nc<--cBcGC1HpFosZ7Rd)&naYd)qV4XmKZ!(K4TRSVycwueP^Z_Co8|jlj%x}
z@nJjk`jOR9{K=h&e?ym{Onz$oC7)9lgp|JK$5&9GFvi|RX`>y|b{7`1szkecQO9n|
z=*(Vmis>V!PsXKQ<UMGC0GzBvB3x}NK_=%OJByhEv7ztei2>nx>2rk{%?)sSqjRKc
zHsRpz9UWa}>YD6bDP!~`VXXC7Lap=U>;__WA)o_3dSL=<skgc6*#VIy2yF8&ZTwRy
zp{YArYFHZ0iA7FWJaP3eUum1sk9~+Qd5zir!ZSkCcn^gMJWVCj%qNidP2Mi+bf@%D
zj=<h$lYax#wF;e6-<ei-)~v=8q~E%+wyIp!wiWu5NLK5sqd`m3P~0pzV5btg@2`#+
ziQ@8!Ii1_h!zNKCVjY4&3%~_D!B6RVWO<78B`yk06|N1{@xIt0^t3TRfU$4DM=UV{
zmXzRkPO@{Q<d?WX4Eq<BOCkNv+hv(b13rp;oEXN9k9!rY2;ljmabETCL>#l30=3k}
zsHFt)^a$}8^0BGz9Kp(BeeYaz*d}!Ps2?(a5=vZ43~uQ5uBZ})_9a~`<#`!cD-4Vk
zZJA|jO_QHla#*Eo0NhA&cCG%m(HRyo%K%T<W6=pj+eQF=c>6ZK8JytV%BQiJhDQw>
zu2!!c_*MkXs)3U(GUOQfkgQr>?L~R#YExmcA;Qh^4smNhk;Qc6LxzN}&ux`nEe-pq
z=Rie6w|Wl+<yNfzsDbXA&-u8op)r4hShX3O62wb1Z#BMBtD7=UchkhQ8_{X8{sPzb
zLr$x>d_Sl)2C=L^bbNZuGOaxSMM~e^wCOCZ3@eR5fHjkLW()kK+C4t-Tn0|K=(u-7
z5{P1vcyki`c)Z#}T>y8ateth)kKPZN+8_R1?P>Ly-PG>e&TkYSWGeQnz9WX~qjz6G
zCJy>Orp9-4wU1qBgO_n|(|c#;2NXv`NZ(Wm!caPJ$6*SN$wLvnGVfhP$Z$&pE6o0Q
zLdz7@k7__An$Ge2?P#;XVNqy`Bm@TUerI=Pt6`hjg#8i;m<gLYp-y#31(ldD!p7Xa
zrd2r0s2siz_)*Zp{B;gD+zRNd3AO9w7abolt489=rzsL63lo4_XYoAV^LM&V2)_)J
zMP}{}@bumXL6WDr`$2t_Hx;L`f5HpC){^_ve+>E^cgT}K9Q9*(V2Ej_w^S;g>(r(n
zd4*c~1G$p_5(e@<3M|3i<XcVaL<K{(lH`<4))Q;_D4(76fXi#nTuXdKMH!7Hk$9v_
z3N}9qeb>l`m6WWBuWOU5nu{X5k(3+4M!Br!-VF18p6E36$lP(eZnX{+<Y@#Yo{<Ha
z(7x^HCxPj(!ld&!#Dd{YMEaxNmKP-5jtrHaUufnmX~Hks?=>aK88yFEYvES<#B6gs
zy{Ls_CW3n_1JxDMN|A)_1uIm0$0%}KhuhP{mA+QO>P`B7G(S~)D$0;t)#;u1E!?@9
z->~LSy#Dyjm3t+(OD{gwicUJER3ZmqNgSWa3mE=4f!2^ZGcLcYrTNu3MIuyoQZ~~A
zt5%E!aM8#nnW@CJ!fX}Bfy_`2jZcYR`odjIwqlp-J2$5CY&Yf!UN_FH3EFe<7;%_}
zSYQ65la+WWe)LKPNOK~vYaU@$_oskEf#NJNWLxR)XK`@^wA4fsYyRJ%!`)q*zu)xw
z-}gk^(t+QZdL%}EsMk%_3{sga(=<)Gd$s=QB86n9@%C~X2#AD4Y_)?{txisuT77Po
zuAltRnLwX6S|O!y9y+hvOT2uLen#*HRu80fT{SuxrXDK3d*t|=wqB9O`VUC>MMIE$
zu4p-BA4U`)dVl$AuV;xBK8s)^3T+pf?GaBxUH%#q&aA137C!go6AfJHEdFo98jMoP
z{!kL)QbfRzRmwbn67pXfd^$OWAL1}NFF0qfC&(3+SbYoRI`(*M{vVb9uQRa!=GT-3
zhIM6r4d#<)>Ep#1az^i&D?FSl#qK1DMB~)+ER#)NdY?C#cC<RCOkTrh3S)erlgR!6
zi0SlKQN_=BoL(SCFn6XN@ZvdbzzBr->~IB&r2+j-5e=jWdX?eepMwZ#fHJT8uv$n8
zXmK}TK=@LC5RhL0!q*BHQ0a_;c{YG9A3Xy^um=>M`UN0@|EG46op)O$hV)Nt;Yjki
z(PxRSN%v1i1Ov#306mTVClzrI>}a|-Ob!Tz05OvgAp1bZn($n&A0*}n^zFd(J;Oio
z5hqC?K7v8e|IdGsEeag>)tg-0f5H!SKxB3=1a<45q>2g^(2ILwRTQ8{)UOtS^X4Y`
zPlPA{yAU`H1z6Jmos2~E|8Pd)n0!Mkw*+h>tnE;g)7b&AyyMvKb8+~pbBnJPq}7@w
z)eVw~7HBI}e|n&jMOHUzzpWuF0V?%1T3!Q(Y={l_(0l<p0Kx3nmL`)GeY4k%7^mG)
z5w0KB%BZe=mt9}`|9aNzV~+lpWBW1<9c}(TV;}^W@AaP1+cT3cvWKevCzxFFULs$u
zR*2*cZ4pK}eEUV@n;yv6qWCH6YX&T|=0|k{$!`qFwvpyX>?2=AZ}%`cs^b$e`58NJ
z5M`>a%qZXA7f1{=240DVNqCV3G@gx38Vm5+`B~)FCXLsB+8dPzR&L<S(?*fnX4+s&
z_qj^AiktDe0}kI5Gs*H<zoSiwhs9z2x8JzPDAaBFeRy|-47=RT<9D-fxfGNK_hYsD
z8t#tPl`B9C#;=pKyal|jrMZ_i)N7TG5eCUEx9{nVvYOCeW&PD&+!Amxcu~4pNwhDX
z&2%r#BZP_Lv~OU38l|eA;bH@f<<jm~uK!Z}3BLa=ae<BdFDTHUQ2utgs@XCMRQ1LJ
z-7~bxkiwB+<)gltFrUT@Qvg(OilFVD7ft?eB;U&{AD)K$f?jpDJ)}dPWW6Y9HPRx+
z@dcThmcOiL=AAlUm1!s-mW(1#-xt2?>x;Zo1;!~WGkG{Q^e!5$`?7XqfYWHnA3E5c
z@fnCg_@9R=CtyMz&v=kr*ICXAz7$5(f=iD3zdE0KT`MzCEPmphP%Acp9YRP;H)!UF
z6YzI>ASj*ndYn7zRkGp6EBQBnj*(#soA#P~5=11__PSP9k@fWQ`qJ+#caM{YwtoKI
z%~g#PHk$8$y~96M^zD0Xh7=(3U%21>-{1v?+y5Ldc+@<GhpdQn+EV^WT6qQjf+4u`
zVOz%4#DogIyZ*eO1gUMYAGPzmcza0`YVApC*Q5U3QF5U72vI6pW!lDoc&-0Z>O^Mq
zm3{{>E^cHDV9>eF@|<J-l~!mvN$1pUkOCN1$}6w}@uOnFKUBUw^liOZK3Se%c}op$
zSqz!lJ?I3!)3YeLBbCkyx#elQpSMk$>~o9&nKXk+^v#PS$AAB(C;5iBqa33mp=<}F
zlBm7LzJlZjcz_aAGO~p8YLsJ~af23_z1ikp-@-qO+YO3c+AWnPo@==R2x_%_0FtxF
zujBc<?g`7)XvqtDxKr;){(gT1Vr*7Co!B0Zk6Q4~zSxZp+Go}(%C7DIgeH~v3kXBU
zcS6P{anT~Kl&^ZuZ5+bhvqbZmt&}D9sdPeh%aWMNf9p+md^|6(fRj+S$Ur-x;K@M!
z^UxFm%EXX`+1W$V)op}E!a>cW|H@p9oaN1EUQ8YA$dtpZb7oP&@RknRH6}xtNd@Em
z;y)tKnfe9i4cNeES!`Ys+s>y2^|j`k09{&Uc5tPL0`d?)BTj8im~DJ9UI@>#kgBk!
zv)MWL*jutXN?4hC@nV?MZ!0h^!{DHhYz5I;RNQmhYmuZ-^Qzwj2v0kshZfy$<&pA-
z@WNK-U`aI*UO61gljgh0e|GE`&VHyqxHcIlS=^nIT=)LkYoeJgx3yX>O%v8xNqI!M
zPoU)L9G|aT1!_(6_9)q2TG)&g=oc4IN~%wVJe<C;{DKE9PNfW{pjeILEeXx{`kP)t
zo*<`H?pfDNVGzO+gg`w1Q*w_&Q?G3+j<@m8p{X*EI}|_cgotGsB^eoapBT1y-!(M&
z8)N?9C*Rcde8gNV)SCh9DXP*@;Jvu|{C?^iNJ;czDB4!{&k)qBj#se5<DD)fN8?>`
zu$a@073IS>C`m&V`KNS`KO<YIO(HrKcg8LHoTH#AB7Gcw4{Vt5A~DunVxaj+>1;;?
zj6WUzF)K>N)z&>mCQaim>s0L;PG99gV3%}jgxRN{?YpaFC0atP?`z+<M|IajXAR1o
zx;es{ICO(Y2y&x3iE8lL3eQ^%s;TPs&p0Kw&?_?17M@~Db}aJ*g`~O^?z&o69)>KO
z`6+9zuXkY;@7>w*3~+hqGwMdTZTY{3N9tsm?o50m<OIMN+-^7Io!2(R@2U1iBol&h
zR-pFs?}g57JipWB(f%7ivq(GAAaj%J%jG9Ykosj(;rYnKg3b{4P=>nHQ$Mpac%4%&
zf66Xz7-%TZ&mP<?<cjomve$=z_(KqGltO!w;?91Ww9Bh^7I83wJ^Y<EDIGmYYh$sZ
z2HE=6=sIv0baR$fXuX-@o2q6DoQonnXNynqn9Qe=umx$|XqhW%llHN@OlE4iXT4V_
ze(?I3Bw%NN61#t$6?`onmPz7ca7RNpG71bqY;R2oThxn+4nI30F+li$es`)s1xCFL
zwv@n`y#rx!6caS-4q`_C2$8h2)m3IDh!||!`{+#9VdB|TpR`kMdig$OliwErdvM47
z5RBNJzV#9QPvCV0ivg3P<An?YRjg`HjWf$jxQ#c?8WDe+mtqN$=$8C)63o$31!-98
z-8DQPqsW9P`iY4@9xIzk1#O3w1s@!a2#fiY&s>w@u!H87FsRZgn0>ykD4sK28iquK
zY|J6+?M2+Q#m{9trgjb$UgRFcxlH&}(DDt*)&FTm&=>1Y8vAzqrW7$G1R*C$lUhN7
zM!#I^&bA3fQc~fp;4d3ja6LrEOuzs;#?LCdH${Itt&~5G9(MVqJ_$s|@H~q+_CM8=
zndl=OrK1bB$ns*s+)!filS$~#goyIm`U{!u+aLC<*nTs{t!9>(f*oA>vTBY#oAr}3
z*tZk45dJd2-Jkdr-J1Q@Z0YuV{dJmTZ#yJ=XE98t)+K3LXq+Cr-JK2(J$vOB1Ks<0
zeo|(f&3gI5Z{~O7xzOKHClnS*Et3^lw`ujZ-+Y>Y!A-k0zqZuD8|*UTu)J0h7yBLe
zoDmP0x~+t6@%~Q4h>kQ2co-`|pCgPPlUct<q4;I~iV&PWsp$PsK2`X15!thX_04aP
zGF_E1bU&dF0|f~@zd@(tk-kDPcoNF*^R^bjr#Nw=($h@TAcnsh1iokP9I7x}Q&|1D
zX$y|H@#}a!APJ?xf57<lZU}dL7xf+%tC+A0Z#pJ^>=cumzCJR}N}9A2jMtV9DuMT9
zQ{yD-IbjUVw`d}_L+PLpbb#tgX*=D>Cb4b&P;bod^_Pb3Ayj?^f$wA&Yufv&tRK{w
z6l5B3V7?m<AS{d?h{J(s6An4F&y)f4_H2u^2LjcKL!9k?|F)%puJa~WY3R`^K6pAR
zoxAR>C|Lf2VR}uuCPJf~vzb6+T-y77i||fevvogvh4J>{1wW_zRRLdOh~ag?>YG`~
zEto!%BBtWdXTe$AOP9^MbIa<8=)FC+pR7>9dwIBGPe*!j;OMFV3WIJEy3_C94Kn`0
zK0<w6&;m9rTH_K(-%!4WsqR0{tHjzWJ*=NJ+HtBpP5zkA;qYdt#qWQ>aTIfk60G?f
zCbI1N)9&cT@Zwf8H|;^y<S!l)Wk0fIzS+tBwWX$xgVx)Rd>Z8FyHAsZWxs!IEJWgZ
z;n20DOc^zpr8)#R_f_bzNSm(?UgIenYRY+CGGBKufo)6ra*9Yek@O{c$ptB);ZYMs
zEkY&E$LptF{?5qJXIOx!sjG(WJ!^c}fhQ6_q9BG9P!sS&+rkto*ns+gMKis6E-1`B
zN-_mWVJjZW*m~>P2v^SPgLsGMGF&nwi~WYhtPAE;*@l1kRsfMBqLcmC`%fhLx1H%}
ziwT0V(p<ZFgB35JEVT)q23eXuFN+f~q~t_zIJsZg%`XOVME%OvtZ;QmVD>S%IMULI
zS-V_JB2F7$zTTeS-z=<FmpuYw!%HO=y?vlit!c;gP$k78bjCMELWpLYdOOUWMw)hg
zW?9_<ZioRjy;#r#$Cixu#(n_gFc9H+Nh0Ol=JN}ZrK)pW<i4&kqIs>KK$|j9l2Lo8
zT!|MxVB!;sSl&Mrnq0PW@ph&Q3!}ZcG<lDNC&l42-d(Uid4J*QgvR208YQ*=EBnM*
zM_$wNk<OMh92~FSjC&}{LBpyCjw861BeOLAS11{HKVf}*@$&X}%@o{EIhflRDjz|G
z!9kWxW)2Q$$i|XyQpIOkuvF1%Fm}TnEb-y8{mZtY_-o~<1%Mb&ped~@BXPUmsY{uS
z*G^g}^$0evF_?0^d|y2MRrpnm>^5q=2Q4XOyw8UD!nTL#kHW+W_=MPNM9-w@GrvTN
z{>zV<ee?b`&4YX;LKNSBdp$P7w+7ke4Xx>yAg-kS{M7F4tbq0~5j?udBYTRX{q>Qt
z_4k5pa1nVsWM9PDLmZ7y*Y~sYJ@l`FZw)n$I_~F=NKj)aZiVxVu~6DRxxZv*<_Iqc
z<?jt5|1iYCS^Cs>eb~1;sxa^9jR7O<5}ptSC*uPK-7Phq)I8n9gYMeN9v;m&vxUzU
zKjVy)wvokN9d}8>)F_*T_GrS)B}qQF;!d}UnnPbxv^S>yY<|&yivr|)@xb;6sDknc
zdK78f6#~GA1Pi=r`I&xR=>gLhvBy9D{3zhhBj9i0!8?+|Eyk8KuiWPo#2n#(<>)`Q
z1WGJCJZ-GD5&@VXfLH~Oipz-N35v`c@?`jmk+~}%?Y82His%qRRi7=X8`P#R@gfuA
zxJs0}e;s{W_4@rk>3t<^cv`g{u*If*i4^p%MkZkXd3iZR>;S5ch^S$uVZGLfQL!x#
zA_kZpe=hyAvVDgD=ujmR>wP9b1OFid8Xk0V&!sHc>VPIaOo+|*2Yhm|#%G!SzhRUA
z=zZJWbcSv|Lj##-XfW2PocY`#Lg3Ks;Dn3io}ob`01afYK<-&UZ}h|fXn=59$odQo
z-abPE5$L4XGc<q$dPdlmSNseO#-5?U<*EA4bDa_bpx*UgL>E8z^8d1vOSqHm`&w`&
zyIb$mXxC1;zka|z=GxfQuCnM;pAe*ZqHAYy$yH^E23v{kiD;SX;i5SmJl<vb6i+2~
zrI*^9X}T!qcBLG-)6c={rX#Qdni7e7qaR1hn!XU+CtK`kReW&%N&i)iBukw0IB<$D
zNooEUdE(9E+td9{yN2}DYns%bTi*2C@}vnN8+QNPG|8z27u#A@Zn~6JmS%2wjUs`T
zav0V}dR7ls$AO{x_1_8R|5@?;v$LT=9VoMr0ANT*N7ff!A3TeKJXB;=HIx5pk|&7C
zwxu<rR86QN1U-v!S?~XoATIEgXhQ=445!(b(;d)j{D~D&&Q@Rdhkul-wIuYek4jXv
z-}kzAgnTf(pbLVU%X$N@u>(_n|2k3yX07)#`ylF9^pdXD#?BfR(=RQ|Cv=xx*q}Dg
zJuaB%ZWM|uivo<530u<1t&!G7M`74;_wu(qqb<*2uUlEN^%1lxB22?D{nd#pWzb*$
z(}_uC3U(l+KP2;H05gDe4qv`IvU{i!_9D5x$XesYQj+p#SixYtv@&F|{l($p=|IaV
zg1hVAr=@`-_Xikz%AD8-|L=TmzEWu;Du4Hr)oVe{c@2PSU<bWhdP7GkS5>c7qdjbt
z0U!NqpUAV7{v5bw{J!eX+@oS@YeeOktW-#M@hP;v{8-rk`eKnEllE#ynTuQVpnvr}
zYOs1HpC<77VfNdIDv7Q2DL7Yd=GEB_$)+-Ir5R8&M>{s`2psL(M?kP!wz4L4RXy&y
zPx)Tm-;I@k^_XiqAZ@7&iS{~GU$=_>xL{l7LBn05JZAchns(%}V!X(q*2nfF^}c+`
z{1FQuL-WR$9g1juzY|B08ohiG?Gb^9Kd_COzL55ybOmAPPqz&Qd}`8u*+E?o<0mHO
z_>r<NLD2b--@SD~zjfy#zC5{Fc~pH$`}tD+m&crDZQdWvK{R{k3mcOApJr)4m()-$
zhK3{pZw8QwC-`spg5rWX7-EW40H+znEZaSBDyuB4z83!ACTo^;)tWL5O8W96n_0e$
z$-{eE41$~&zG9jz)61$8bSs7t!_Rd}hIs9vfFsq)-r5$i((HS6?(Y8BMlS0p@VDyt
zo}x~*`q#w|ZBd<^p))4it*a6uaE9-7I@Qc?tMt1ICtH`GBe&n8l0|N>(R_juzGB|-
zxLFEz`9{z0oGY}LecP}TO+m649k}e)dc^_MPjp6}#TbyxdcI?;smPUAAv)eb=B?F2
z^7`>1@#NX}9qh1vZ)e6K!}<HMFuj|7LC4%Le*<BKAHgQE=`$zChXl6NzYYX>+U}|9
zozCAe?9ufx!r{?@s{l95FK?Hxmd35a2)h8AhtG4=h4tMDX{~-xRF#_qXs_-!l<m*|
z(Mq0t@h>acdk|Vr0FP<nd3ot%$C9dtYJKVMuW(2q1?x(0V0w!O_`Q`0n|(eZmt#d_
ztq(S+{R&abc$%NQrql1CMRn%y-qs|1=fsdlB~`Ky3>ccbYmfD5TH0%OvJuE2B~Ru5
zs5p95s^Z9u(;WX{S@&?F&h6tl6PA?8O#z||(Z-pSlLU7r=dd?Y3kO4JYMh)4?ZCmV
z&Q;W4&xSnB*tfm6_yUVzA?i6?C*7mXDrSh@?UdMQG70WH!V|qzntp4kD)hX>Sw;^}
zz=|WDoEo=mD323+BBBPn$|AsA-;DjQh&x#&=mOeJTSGprW96E(Qv9gS+Lj|gb02V)
zBETxOxqSQ=b%14S?m+5M{okp$WRSCIfg}lCR8NXAlg=skcnKcp9r4cQgiu;_dDvW!
z>a8prrsQ2)5{oTFCAirP70t4|tyaTDT7<WF>MJtQ0x!IHTX6?#OFoor>w{9xZv!pV
zihT+mY6i?<$o&8&G;=P9rd+#ZA?$iH&75q*r+UdGs#P;iEem*Td5fzLKqBLI`qoDH
zx1JUwxm?jQ?37d{^1j=UL+8F({4lJk8zc_bxBa<AB75_`t)Mq*oUjQJRYPk_tNRK>
zS-?0lGZjl^qga$@_E*~bJK3WV{L%&|Gse)&Y)m7LL$Dkr9+U)Wsq`gJGyKW|`J1B6
zHF19r91JN$qUbC-FlLW^`4H_`pGPVSCbX!^+#WO8RNd4v2_z>mptkghYRCTCE|-q@
z`Cbwb{2y0rXNVa^YpKP$#tS$UP{CiiqQ4&&7Slbk2*<o&dMa;gtLvM7kViMuUF^Xl
z{@5>D@k{7)HV@(nyhty9v?fd<E(t}5m)D%D&FrPuw5j2L)q0z|Ed4R*)kn^+18$CV
zqO8pcM0jJj`%yg87P{f32EACwZ@U3Mu!kC#5$u^AqQt?=vIV5(3W&HdVbCo)=LN)n
zmm<H2Jb4m+n*z77eb9Ndhza}N0EOW$k9`MCH6%JGXR39@+$}&t5%mQcS=99`lmael
zM>(*AKqM>0tI47!hr-)(iN8|SLQeU)eTYR5_bM16n7_lCQDP4U?c#uva3G9cA8Oyk
zS>=cPs2&f?d0j-{NB4XNdD`0{Vj&fsuI8=lR9tFFme>#KE1>d8C*llX2J(4gzVf#(
z{L5S5cXngoh1E}xvzth=BX5BO_J}S_%wyK>KU)!BXETpIhD4Mfu{znI0H~AlGc#RA
zYFzWdg=O_0)Ji+Tv|5s+Y<Zj`{`x47pK>z_Q&>4>Gk<^2@G&uIo)-@fTHIAdD5v_*
zQn#;YH!OxwRjK(M1id;dm|>ndFL+LB-<PjE+pTZ2ANTs>4O1h}c6N((d52IBGfMBs
zDM=Qy;GQ-=j-h(|xRcA6(>|}2IlT_exUk{D{Vae+;<PSq0htx1o3(aA*TWCh{TSZG
z-2qYw1(i7Tlhe}?Uw*JhjRn#ethcQP=cNQ&MRtW4QXHq2?syxzMCyAS)e@Wqjzc8{
zA@QvB^TUJrcU5`>G@z)a#W04o{1flzJBH>xbWcn=mQp3-puiHphKa)1iWv3sqq)$R
zx-G_jNbRlq;rn%$+2x$}5|`wB3;0yq#k0R@Rf&7;VpVRG(+&DRw=vB%Zc*&?zLoCx
zMvHw!>D(=)+mTW0q@z8L5@3dHnt00;Hh)iD=2S`=6DSu~XlgkAA-Bv=FEZy4e?}Lm
zCUxk#+aORy7npYv@O(sY01_9=e+|Cw4^y~Lnjh>#F5qu6D>V<0eK5mLB{K*&`^9C=
zl)Lt(9<V*_9d;xm^aLFxNj{`3>UvK-?L@UFRk2LCx-&MG9qL-;lZQ5oX}@fGGMr06
zU$An$oi1*#wde~FB64?@)~lHf&8z1MSj7S1F1@Ytw75i4yxG!dpho|^LFh9*I0vS*
zi4Ps#YEf^8L_Nx{!V>8^($+e6ibGC)F-L5C`hq@PYChLWa|WzZIsLi0iC<}caCiW;
zQan{t<%;q(d_Ubv5I@NfY7>sGBhMg>55n(PCraMPpXO8$m&;#82P%`a%FCQOFg7LW
z7?FTzprkhI<@N?N#|SBL+cW`MSZ{9jhqfKgL`)z1bH;#xR;dhN7aacMRZ?6&d47hI
zx+@?JbPMuQ+6^AsMvMh&v-z_}uVGIDw<l7kSOV0DlU+!I+Pxr<#L!wRQ6LKHn`}nW
z!>3+^haDMF=CPmZ-vgZd8-5)qJJ&9!>~}#N(QRzPum!A<jmaZ`+uFJ~6Vnd}`t}OM
zCIyK-;BWycNxDj@1N+Boe&-$rTyWMIT>dejK-ww+`_9X5G|m{169OB+b^QPPFK+l?
z!rkXOcZqC2WT26CW=Z4ztm&4Y7aDgYbhL>C8pD`C!_tzyhzXEBr_U>m`&NBcw*?wb
z9?x#Akm&~z8bDL=Kd*<B-kq)oIG2G{UxCIPiTpkaAf%d}*BW18U!HunVlya!#>lXa
znliB8)gj<*;?CkMfBLy`_*`Mnll1?^w=C@w<hDr8t<@S#LrWM7L{72&1_Xw8dQoA1
z{0<D+I!&LGECB*NL;m90X9qkDhAwn87ICHn)!eNLr3d(^hc})2pu@YSosZCucvOYA
zc`MM}ys2on;K0Z0Trev1?r@^jYP~az|JpL~=`r#31cx7XvjD=41i*Vy3qqPj>27Gx
za`oN&h18L$!Ph<eXFJ3jBUZ<&3hv9xB<spTl+z?SS&H#Y=NuYHG;*~6?l(1kz>9y1
zxD&Dm+~lc#(oHyVPCn9){Ha_EQ2?T1;9^xKn1+hLf3pGQ*#A{{4H%REataOdwdYF#
zdtx}+%gSLmKSmpAgUryK<%t~_e?`*qx9Z|+vcT)(e-;dO`&TfS7R<VI82*WB{-<{G
z@NdY#@{YG9lC;Cr?7OOi>HOQOj20fM=0uLE&SMTkPJ5EQjIo#y;Hk3#tUC8}+;Vo?
zNaVvA<)64BxU)uQ9|qzaG!*zu<Itcy1A3%>XjfJTxmQ?;!QN6mdfs{ZVG2zgJU;>u
z6H>|BrTl1(oEw)@y%L}6kZ-JDrPnPaFyXh}bFO^OaVT%8OqGi5=y*~A{S`N}H3AWV
zlJ5IoJPx#`zWErb{1<Sf^uAs^&fUaHw8Mf%hHr#U9*;#bC0?HI3>?{2-`}5>_#oAe
zc#Y-vJEnm=H~U567OuWj;$2{&wGp^?vK0`eTHIDO5H!DA^7HBu5UzjZ(`hStBmb=T
z1P;zEnQt(rGue-yIv2G)DM1fj$7D#c_ZLjWsm1Q*PPD-tMM~+cOUPjExpJ(5#FZxr
z)t|PxA7G36duwbrS$`w;yRGF@R$J{`fpsg$)s<ulSYS%fJy*^)$LoiWWzCx-5HRRL
zGl$-x`9Js5djF%JW}y!C;_@faJ}y%HX{*?=xWMglXZP9>zxJ;C9}(pegfKMjP^8i0
zW?f=s_wDU~;3Drds>++znn31*;7U{|!krfl6^3!TukK-?2D?SF_QXJT$dJ--?<``v
znaNC09WishXsCo_!s-gzT*Q_Aaar4aGgFOT86_O(;MEWTqN0{&>w7#>eBoZR{@JP3
zyRC7`+#gq$*o$T8W}yo5G>Ko3S1I3xMFApCqwiV7VS+f~OAo$RlfZ0NZ($?LZ(hDm
zT_AHouA!(VhZf1Jkm}A7){swWl8CJ7w=~sjy|9}YWeJSa)Jz9$TLdbWvDdw`@2LQM
zxho&qW=k!T$*!*iFOsb)1X(QT`h!2nUl$-$ifsK?6YlK4XTr@-{wF3J3heFiVrNR@
z&hc(%Ss%_rQo*wqhY+v%4spOvd2jSnks3M;fl<cJFCQKeM)>>L_u5ZxzJgQ~Y5TYc
z0v4fUV=;c9DHT?IoxtF#gpr8U?nKcRSIr1`8lcYkOCiQEWSXH`+}28Uap20QJ+TsI
zht5XBO>-&uY~#TNHpf=gndS&%Hh(SK){m<l)Bo%|jWZw{s#|$h?NS|wMDNpco{qI`
ze{ZBfvV1IbydwW&Ml00IRjYe|=Pu4JP5#(L`sJOmL57Tu)1$xW@3$ltSky=HVYXT1
zLg0CNt~Sit9txgU4K?3KbkS7Uw)Fik+G&4<Byca~+$nye>^56qw-{N#&x#_NHJeos
z%qMrVAtleTh-w#Vsj>ZGq2dzcX!$HQ1%VrW`o)~OA+#vo5;k`O_F0*@o5Kbd_XG+@
z2ZOv`%B=jV2?W)08ymH|y#o)Z*eu}b)3obNbXNW}vtjw68tUu#Q<#Na$NA-T<W{?}
zI+@}~=uUjm;OF<)yy?x!3}u=Gig$m@wSHz9NZ$0En5}zmkI27Pq*bRl&Q~8e6OuoS
z?|=VO^gIXq2hp|v%aYJFg0DX4kQ|?!zvxZ2Z6C(f1pZA-8WA*80%|gB{G8pbLjNKt
z+g><p!tPuyE7Z8I9jsIFdG!;mi>;t&Qiu2+2}0w{BUcYQmyZO`=+<Y2$^HFSrZ6Ig
zPS+tufNuGgQiEwB)HNS47CvNq`U~8~W7H<7xJRvW4+H)ZhZA9duk>6$+jYraf*$!C
z<HG9hC*c-m#+P7O`{7}%5X<}9SG#B<L9|8fTzN+N$|ee&%LB)nB@4Pi4YthUQ0sKY
z`EWKc-}@}4Z=eMWumhSy(_vjV`{6mXJN{RW?$C=uhhgrBfN1nm9rbtjVs?%Eu7}-X
zI+8=y-vnLR2D~~O9)4T#zuT0TSLg>BGqMp|$ClP`35SK&<Lu@_J%W-?8tDvkP^ZyK
zX7nPu)11A&rT#)CbN=JSMc@49uh6eAt?AAV^VS~J<FP8r=ax5rf78BmuENS8DKDan
zXNKbn7d8IDfm!i%XDU^}FIPjUsneec@-e+<Yu=*&<m2oSs(rqutSu(Dz;_Zc8SVFw
z$hl@}&PxB?%dq?t`i0U}&uR{OXoj6JgsqA77F~{c@D8m2<*RlZC<4?d`7Pvh24zI^
zggIRsi1_N&m~nvl<g%DTK?}Q2_&g+w?`<gOjlae(A*VO2%D5QHMsq90KpFGh%;p+w
zM{g%xRbHi8j>8tWx&%bDt0pCvf_#sIUSan7=&E=3X+XzS_0Egw7Xq3`UzN~DQ(ftl
z^RMGsHXz32(R+%ol11Itd|sjWIL3B!p1_q@Qa8dE+sn)1m|FreFO;Tnw&Kd0{NSgB
zLjU#yi<W<N-5{m@?rY>>$m<d6E)UY35Pq<O&k(jElgOTS%Vj`Wslk^N{U-HwYg)$i
zkGk1TgMZ+UKbin<87Q!(Qjs_=J60;SF37#Wo;6UH>qR=gqw6_`IT%iboon{xKrMLe
zO-}iQ=9}Joife(rYSJrk4L|G`Wp54=@8-{UPGO$+3LLFz2o{F(cj~zCB@R7;kUFla
zNRo&}jS{*QcJ?<)$c^k4V-=IhJzpSKOX1=^ISpkD<j_63h=qmbTS;;&8G{UyAfwHG
zo^SXmf$ng%5m$vGKYy|Bq!sN22lXr#44bAm+MiSoNgYcFO#PkWS9-bBrgc6lNyb@G
z5W@u4nuWcl%F-Tx-%%^vupXLBp~_XLw@st8DfuDs_7ca%JpYo|=d55^y|;-L=7yOh
z?0LGwNrlpbtdym=0C{KfZanhTa^VI{>#XP=ZALHauo5Z_;kG!O>Goqn=h-<7MxnAa
zY~TBnF`{Mvws!Ql#Jl3~GBFbaQ5Sd5SILe^^s?r<Deg9LNSLz-^)LR+HH-V0#Iq}9
zK>LOy_=96>M^<ntUy6%%zntVUc()or|Go3&CBX<w{Bq*fM;=}ThMcK$ruj%9$;=^!
z1lB{Wv60l73@fw4OjR^B-jrlf)Vx->P2zWWQ{eD-OIyyPUNXc}u5`t|=I6&r{nRXI
z(Ury^+Z{EqPzx#Vf48n$t@A(BRU4mq>a20QB2Rx8B}@9u>Ews;iXpip*Ri9?Z5~3Z
zPwRL&74-AF(4r>uaox-BS~Ih%78$MR44cVXUSfofRKc&I%Tx^mlLqQpn>iWBPFifQ
z`U09Ov^#i^z*@mfHHg@iveCuVI7Tv_MoL^mk^|J}C^h^E#&Bqlm0QmQA?=H-)hf3;
zx<a^2YNL}P>t8wj%8sunkzReDT}VFNP>M<7>R&Q@pBFGur~Rt=K@?D`!qWS=pO!~l
z@@e;@bg2#1v`T*}Nf4;y+Di%=ZZ!id+fshEO|Ohvh3ek?wHAArNMvf}{(4%F^7B!>
zvx@8&h(6a}?^R4fV>+&@RCO_H!IlLL6%7Bz`bon~E5(d@Xg-%t#7EBmcXnTLyLlx!
zqAel6fI(Ju&1J%OY=<S1KI%|pRU%6pD%4_v6~jp-@|ss6S4G=TZU~#yB<(|>`wQ6^
zLE(ZQKH|~`Dea|WS!|jO7B;A~If17adW!`be=DZko)XYA!U>svN+J2U&whay#Rd04
z)D5(W_@_3?HSlNUSTD9m_Vd4ITF+7v+h(;cZ)qFW$>eioe_hhdBvlBf__P?Hjityw
zg%6hFR40M})6zWjHv>>mFYx{c?ve6StKH1UYVQDPibXdO?YWa+7j+d4VMn9Zl3gag
z<Q-7M!0~j>D-GdjH>MM#J#`V{<OlG_&61TX4&8L$;pe!BO;zqJy)|LCG`rO?6evMd
z$tALD%_&;u`fVFys6(w=L<%c~3vzT?&x}}Tj$If0$#IR~F7So73B}}1afshzkc!+&
z>nr~_fRCOQFUHyQfzt3=t+^1gbrA%>v@k;O`D-pa8T^`QvSVPh`|`Rxy#7uNEo2{#
z$$BGs)suC~W`w)IXZ)p7X^oGbFIZxq-#&<QQgqG@iN$tk05(Y#T$;gG9tI+zc0f8S
zkdT_=uv418`>}~OymiS@T^lpCkHJY|OH!w}NeO~odh$SxIseQTq7VQpnv4g-Uzi62
z85xqAxo`HLKmJ_)>*B8)t?YcoMiwQq>=(;WUm|ylr-SEWRJfb@_RlI``3xFDT+-@h
zJ`%+(Z$V*J36Jg$n~+LOu*>kl0`;BYeN2sf;D-&kYEsC{l?oe{k@P7TvPAmh)11!=
zq$lbC>o!_qzfsQbBD*j`PbxMo*Y3S$wVKf=-wAHvtLT_j1T~{cHF<nP9aLwphL|vH
zTm^$KlIU<I$<y6kW*dtF9n<`bpNWK=kG-1@b_O$2>s`xFuA&Ec(GIE_^m;Z@c`QYF
zF6x1A7y9@ewwYPzVoAcUS(<qHNI)mHY~G<GUDCp)H~mALXpvTtyPS{--@0mKQGEdM
zP&uSKSa|!%v{rJ9MU=JZP6c{wt%;)$s10b&qnBCo`eZgvXU3OR4t!KgQr+)>G!^im
za4e!t#a=|*s$)dc!GYRv4j<x;V5?iJD-hqCdRs5>@0aPvptRE<#={%MWEmVG<UmW-
zA@6Ehs<<m=jPp6yWagF4UtD`sqqe8LGy}==U&dRHQm$9N5sqQNO09&%P>cR-Ijvqr
zK5is2mlC!cm?6W2x42%^oQ5$69IB478)YQR?ZfF`%jWrfAcx<LeVEB~A))3P&G!|!
zl-shME#jkJ{NSs+GE)M`z5tB=6HjP!`U;Q_-(%UDS&JRf8L0A?x@;9$01-PAbRmG{
zdbc&-s~S89vxgL3pkiF#Y^=_F^L_FsPbrV0dIm5v-`ZXU^H5U}Jv`P8gZw8Ea|$jJ
zy$v1R)~LO_wV1Ph-e7gR9utG^+%6mT%5cGmq7q$@KuJ0Ha=1W={<{|B?W?r!`X}vm
zhzt(;c()27b31TRWM`HE#&LxQQmf;#6lG;p|Ao1?jEk!O`+Y@`mKH=xX`~yeLAoTQ
zq>*mvmJ#XhjuDXVl<rRH?(Xhk*lVuqf8F<vd*|8byw0<kHLya5S@V7WK4C41r8cF!
zJ5E6RcxmBquEnoF>aQMQjL|VPeNA8{1$9G53R0m0C<bv5KrzBd2tEY^9K;3z;2^*C
zBc;Rvep4F-@SCOHFK@Hq;DP`yW&i)^msk~{Nm<~(^x%jAt-`0<Otp}xU^tEO0BB63
zprLp&+?PHCtel>kgdv-Y0!!S#0RlHN&!P5<9sn>4i~xZ7I^`P4{eSP5Du-MfosQ@A
zY_|QgAosOir%IRw{JxU%6s4Xw{pZI*$LsayZKQce*eK+dk2<w2(D5@Z(3#z0%RPz8
z*ElzHhXTt=V$pL+6RZNB(9SPLm$eD+1f_B_c~HFFZLACoYk%*K#@zvLGFF6p!N(B~
zmT$2h?_t>y=<i?x&I<5oK0-CUSGTqs@)zO2#^#%)kgt%&Vj!7MJskS#=Ddv`bZ*DC
zrgJBK2>QCmKA%JEC&z~y9x>9@y;YM#;H;*mysLeRq=>yevg;$Gb$F<!D?!8KPs1%C
za{5QavwJ^z8BOy1D)?fz=B?sLn7kFnCAVPx9wos0<@DX|{<G-4Z~vejIL`U&iOe5k
z_uLSivQvGs8r@1{g%pwJ;HyjtN}?slU0K=Vn)4>9OaF*wHwzTodxt!%%2)t0$bA_(
z>iFCLEp#yZ?caj-{_SzXZWMRc+qP80)sBl@jSN>4qwr~h^$z`ZrgYbd`Wh>8XrCj8
zWkOu=Is3lJTO3J?wBU3dE%Lk!FF1rWHd;+n73|yb2Z0~Wg>Db8CnY16AMd<@h&@9E
zsN3~<gG`4@i|ce->dk5Xsp;)2S6n*kM!iom{bHgt>1%or=x&Cc7fJD-I#G5(YOw@~
ztxh`K{)pdur9fmGRNBanB?<i}ixFUo_6djHrYMA#ws?H@nsMdu@ah55^neJ^c-O<T
zj923>M@{DvcVVFJ#~uAq=G$@T0r_M^52<s`bdSw}0tdtZ`u<_!dRMpO<r{GF{JEKV
zPX$-$77|NKydNrSV`5XB;P3O?auUOokT*0O0M_%|>4kt{%a0!xzk0b|6q3UA*@IWm
zSqt0dbXQWiKD%}p%nQC;S9d}?j0Ta%jSX$Z+^K6N950_{evDgw2A1!PHfCu}xAD@4
zx-q*PtqyjLAC3)Kq>;CUGGEpNHPGvnop0a5$QIB=PM?H72lUVWwUl6g_GSIWYUsl<
zkVXW%^l33_w!=2}`1b_7n>@hyeGNB$$GBHt9k;v#67U>5AVXV8Gh_0dnfb&!xEO(;
zfgVcFZ6RDCHBpBFT&MA(>$a>j4B)ft8DMjNZsGxhTCWvqi{Es=R!H7jr(NbDdt4od
zs@~x7R;n<xrIRu$WXJhPd2A}gj@R-Q!}e9x&wK}ufGSC#o>IP$)-dXFU8Kt+ZHhTm
zjys7@+Vm{0elIMJbwHdha@Z(LfKP=u?o2$J=6QR$yhbhi=f2b<M=tdD&)(&5NMvZo
z;X1*J`k&tFwkHXXZ3d&T1`_^Sm}-eL5E{@Nc_}mF{*qJO=2NA;Qa(!Y&tGr*ZP_l-
z*Ex}sO%+DU8g)N&AwF!LArNtXKkN;(50eps$fr>$7rgRP(n&(v7G3x*%GNqw&m8Cf
zx#Sy5Ec?4J_Q*HAxFq=8E1n+{x&gE#uhLScCVMQG6M_Ew+4sQ2sd2tqt=S9PUX{Bl
znz_qf8!&gu9}0+$6Sworx=5}hIlOW1uZ4c&Bo}O`>m_ltunFNx>iHAe$nAv5fX{ag
zk`d&B=1UEnkFf#{k)}Nl{I*#ZpSGn-J<CKM;A``J>j8R2g09EeY6QUhBq>tH%i8-s
z{KVDRz|e8El}>idka|UrtFFqJjfsV5c3N)A-OhT6jF*#C!DLMThW=X985OOwA}-{x
z%#3+RC(3UEVJ<)hX1lYJ%G1BLy^V>ME6F%EQqTSSJlL?#dFhd8U*s@PvNc*mAj#ms
zNQV+VVD|xW!<VD?N|itv&Cb8t6D8l(KEk0kNt*!quHw#wGcN2qr_%RARZvLp8)PLb
zzVu;I(FlBY#o<Bni1S`mdNg0F!(bZ<u;%Lmc1rvGMR69AS7}3LIuhO@kh@u#UZGe#
z;wZ%M>OWMPvEx}bWf@6wyfzkn&vOp@&8syA+E>CEP0{Z?WUS*8Ly4_PN7FovwiP%!
zHYD|XWz3fp2g{U<#|KHvJa^wb|8{Z`OK36|&Jxta90($H5dU_urjRC3iRE>3Nt-@A
zl76FHjlMBU2>8r7n+5A|!I|;ZA&yXeIjwev_`*L6TLTDNGc)Z=&H^vv_ZcYq@kKM&
zwg$&mouRB$=w<H)+M8$up!TzvBjv3(BHD_7dbI^!gMyilZJEWjqUIqL(22DVj^7lp
z%@dTyyC}6O4GaBWqibcx5`>t&wmQx_y!5dPlU1hzv%gNTDD$gHeeUz|d9uA+xLW(%
zLl>Hi3g;wdQqF{fnY*R&14?~9l0gbboW}6iQgVsg>NKe~2Oe#5b0wEabgh<@);;u-
zz&3(?*o7Kh<Fk?1w$WAim`vn0l31o&V#}s$;@C>k<@^I>Tc~}^<qfMc5)E0C6`qN;
z?!ESTCq|5o$-&H(JG^;g%)%upWbbdzV@E01M@;YnOsrI|{gRcIqLL8z{gRzJJg178
zg3F0DeneU0f}f(4JZj%o(w;SHK#2k$%q8~(9H<huO`^44zVtFBPcGB=wkvLlYT7kw
zn)!3_6dkqZ&&sDBykJmILPXb9%MWyGO2$Fr5*Z!q+d|7)S0}CP_|3hpKhD+rM>i_C
zMMC?Rh%qyB5zIN&#f3@Q_*-nu5@k&<!4g+~FD*@K**I|KC)3B-L(IjG=~##AjLqi4
zL#sNe*b@ego(rMwTWCuV*5b?*cxqJP4t=52xoSti^fH=S->Jv|fagr$njmw$$@!{P
z@QXq}@Z0{?vCMYcpFPv>ze&SL(iP~5CpWZtIKxaDEwriY_oH~gKT!MW`E2N-Zt)>u
zsbiZ(<5($!p@}879TYH?viG>f&{+nzB@!40P~O-o=~=Wb>M6edw5P$%jGWYkM&N)5
z4b`70d69mCrG4<m@qMQxMKt4Rr!iN7-=_K}{!pGOk_I7FM;(cC``^9I65RVF{#1ES
z@Rj$cn45yOWta<ZC<YsjS4M2naP&W6;|U@gXSvak2iL81*47pBySu%g`1r<0sdgOo
zs6v?SrX?odwS@Ju2Y=UT9$lwG?);o`6VZ(OG`w;aH)3>Vix~y6^Rsals5zY9eN%Ty
zSh;StlXw0z!PlIdSZdy{#wiD17xj5Q49HBk_#jK&xasxSnFF_lZe}d?lr?S+D+1?R
zB#TrK&s!6nSB=dFdfACu=nnj;%Y-X!oNEeVIhWvnk)v6=d4L=dq9{cJ2KaD*938{S
z5scITFu*t6fqeME>S%m;v*ISuljq^+RPl^)(fg=h^gde2F=cnM$&gMD$TP@h^z^ks
z25D&?gNh;Xlr3#7Ki(aN7nR&7f9A#hvvy|o-K=x)w6gMfdH6+66vY9Q9@RSzZ^XI|
zPMyvcRQA8i5p(@1oBrJ`EyO%X#4u^Cytss}@!@fQWrSO_@9<E`vFqmpcU=bx=xZ7%
z+*YDpu^i{6vW4mU(OSzKm7;mFS-+LQfwwWi8HP3X?P(%fNME0t>QE^&{=$sg_i!XL
zIPUruexr=(cV6lPdb~;!F7i0Lum<n>?n(jo)(_oazR^*kb&~Z7+EC%<huK%@VUo)J
zHS@+boxBURTJqS!ujB#JrpeJr&o~x%#5eAUos;8uGw`*3Re_56%AQPPV3TF6!7DHe
zEhC>%)!MqeKg~R)Zwe3lZ~C<78>&c|s#;tqmRz~1DZgMBODX;vtKrBmx`6s$&}p<p
zjZ9pCEO?7Wsl#Y9`q@)S?u4EF8C9Gv=XgBp1{0a4`ok!lz!=aMNP8N{(ybEP_~_&2
zGj%U2?(DZ)RPOdAB0#ZZC&ZpE6-)|6HA2Bj@42=-#0rhwoDF-(?-?oFB1Ost!Hh=8
zyY#*azOx_N-GVMM5=o3!AjQ=T;qsH3T+#mKu?;J`Nva6rHFjIbwkbk&Nga%r&?JW8
z`~IvORxwUr>73*MbK5%kv|B%oPxLg7H?z@ND*37R6=p?2v(D7>shiK`C0ZJb+X4>A
zf6IOoY!Z9S{G46aB2f9&ZoY7R;!G<ZHhsZ8a9b~m^#P@{<IS_j8pPNv?$+|#xpH?O
z)GMMPQnZEp8w{T2E!P|{(k43(saUunj8#R1=t!Z1x#9VjVo*87c9a4%FihfN!oD}J
z`|SrHDLf-r>vp^?Y|+!I1?*yL$V1-ncaC2rI;^o(y{SA+cB|;qGaIYKxKDgGT}}t_
ziR(CI=NsMITQb3EI%_TMun$xg`kLJ+UC!sPPM*zTA5(e$vcAD{*6<8y$bhVvA;f##
zR8n9)HNiD4VZl`@B~Y3_$(Z$hDXYvM(u=pv4W++I#9ogr!*nagCf%J??zPeyF;<Tm
zSgTUE3P@2sB_PxZ3-)F<yS-ChWqYM7MY%Qict*|Y?v$Ww#-%dW2l<#?#vPl$z9iQ|
z-j^k~zoC;p^>OC-7w`sPYA|_Mypi_1qjtux>ddr~{^(#3H_}_T5r=I*Cte};!;@3P
z)ojX(U~I6a=obYXu%_!o7vtJOZ_&pdF1+9E{C*nGjdKh+R&Nq9&Z33~W$hF(13ow$
z6sIgKQXz)-<y$V}ql?Qid<Q#NycOaKhzdx7UU)ZPx>tZK57O$x!(BZWjA(CO7D8t{
zJxz4eL+suHW}Va<(_1z)Jj_JK&xvIu`+uPJ;uYoS?Ccc-`Tl(A&r%=_C@PIF#6E<2
zPx25G`#sX~n4E}z(z$GZ?Zz<K4mqjy{zf<1hW6RArZ~7(!93;RDcQKzx9!6dnpDX{
zF4&&DTSEDTQofD5ugEWknJ|!_D#p+E0+VEwm}@F86uobh!+a=#MGxd(76;_Rp9@u4
zN6hG=tWXs}BP4s}Q7gQfv%lq7Ol(VnYlSunNBu<CFHi#Uu>>=8wDru!_bd{#t)%|Y
zyelKp9I@~C-azEBs*qw?_$;cst6b%9@bsp2a4)FMr_`udkjIDCMY9P(-?vcs;|>>Z
zKujG8e*;!_?3a$nD4d9=Nw)7&3|1Amv+~5lPERsIkz-uy`(A{mioKWnVXzXv$JF%a
zZGySHjXM<gvHg84r33$N^we9W21J}2!@HCxZj9fgLO$s~zxCD(nH|hRnLD9XIar`1
zgS<%t^+N76h}F+25XXhds?SMI^#+RO6TQp$VAQ9%n6c^p<SQsw4}C1)6Z?~6h35MO
zu4WL?D%)&Hyx^spwGJ)ccazO%!5#I=BnnN0NM%2rN=QKUYI%buai1pTgOtJkpN1tr
z2e|?pER4O1Cq!2})D%9W{@gHp<J<K}V~_<ag8GhM34?+UM}Xkhc@sKx0Q+38IEDTT
z`v@9q*Ga|+2&Clqw9KX?RLYaP073<csoW2@58*A>7x$zDLa}JC5CVUtg%$r2OANr*
z6<f}^!0NTS^WcCB={YckGumKYBv5x8=o92rgxlIyPbcUN5d7BycOJku%pCVzo~%n+
z|I92c3I2WteDQl84ZVczK8T*C@^>rfRzEKwhkNwf3}tXp5%f^1no0fKSZLR0xl?5H
zUMOY%1dfA&CLJw`g6Q3v9mS{Va~&i07sXL#z+gmKrJ{s4MLk1`?Sw0BS^*yOo>lZC
zDLl;XJD^y>c%_I7_u4;$%Tih~xSV1Epz{={qvFsPmL>t92nGgl@Mjzo6G{NwL4j9q
zeMg|S0{{stD*$>h2Njhi;YAw%CkN60dBY+32w);$$C%#Uz@Co<sltKdBf-rQZDim*
zLEr>#Bmr>&$XO-k|K%4dUpRkVyuV7AuUp;O7An#6j0JiUR-<Bi8OWQ@pbaDUwMU+|
z$OZg}?LBi~!XuW)D(F;%r}p)+5b~s!@u%S-k)OJAI!i<;izLZ`#+E#?)jzBAONOi$
zGHn3M>&GYhE!&T7$Jr6~EIln3b|1PRJx9B6Sxx&MIwg7dLeSDFu#s@t<Mc4*w-cbM
z>5n3R1{QMNHWgx)Xp{xzKWu;0F`0MFij<aYKRvAjGVZ1(+K2ls-lZ`lTki{m=p_d}
zvz_bZZ0O!vTisNtaV7FJmF+Ra6Q+kIhZ2wQflCIFh9Q%S*=hNTo=gs-CXQo;{L1I2
z`CVD*a6~}(>wl5gaQ|K`ne|CGNpr#by^?Z1xSGd+BH&;(iBg3{xGIf#b0A+MfbvRx
z`p33{g9jO{^@4*{Fn#LG`lzQu2OvRvPWW%ErY}IS0qZZD0-bl{_kSMmunUfva8e~Y
zFnT5m2{Pc1gbtq08F;!H7#f{+W=&Pbr|B$ya)~VW^D&|U>%L1P9I3dMT*W>p<*9kb
z)y<G3IJK}LzpC+UtPu3DGGbC0-KDj(Q?WY5%J<^QwpiEUKDQgd%T@r&(DKL$fnMG3
zW%V3`A6fyXQ%(zOyua1S9&FHS+y}gnHxoCNo)`kCmhb;zJS7*uBl$2`$X><i|I(3u
z8PV_OsvWs~5U%7rI$reLioztp;Ln;|=1#_FWx^sk%!)fq)qmqpr%8n$Mb}3Q14HWZ
z%6mV6W1%^3j4XQ^cs?w4oON`k%%1ZDsetJ>=hdB-30Pey%?`(DJY!#>Y%odW5a&L~
zmg!@jm%vdON0X4VAvpOKe|=;Zb~tXgdXv<lOZm#y>*EZor~@*SEbB^6EU#fw@tqm7
zzNXsQSKUlK=&V)xN4sbGu0qzw)fbV2q<6xAJP0%AGM^F*y9GZYXSdw0j+Q!OsITL(
z&!3wDW%BN8PQMh(K&yO@tI){^y-E5iS(vBF59zaCu*s>-dlz^-;B_kmuiR+%2i+eP
z%DO5pPNI;l0`K4#a-Z$Jtw&}@Z3S7ANT1um8m9>O3nsRoJ^<64F*qRN=b@KlI<`mf
zVf281rlBc-iQeq>LNW#cqdpV((WODJ82qrpk^~s_=h8uKy(+~FK6v!_LVH#DV@)Tt
zF%Q3Viy!VwgWu`kEuPRWH22&d5~ENh^C??k$x%csLV|TIm!E@$)=iJ@sP-rU_L0Ca
zz5r-mow40GWh4nI>v0!zfn%0gj6hmGdd3x^c(k1UG8ghX1Bxxkg@*LtDS@)pxCj5#
zA*cg&2w@@Pdo8+7KpnzCI4C7<T(t39<>Oz}=tl^U1wgO&hS_A7F{LkuLxWP!{wUNU
zA+F*?C2=z|YF$XRx9D?su0~xX`H%=Rvi%rQ)|$z^H{vWdQXZ#pfXvVrdCqrklxcj@
zITikt{k^J0Tu&17wr>!`7#E4-RMB(ms5q1RUiPa^D;niuCYv-R8^K0~jLI#3M00N!
zv>ch;_0G<xu@jJ3HQIjGS(|FCeu{88ATrD<f4<E;F430&?PE`@;XT?0$Y*0GiSnfD
zkFW-ZoLSk#_iO>8^xUeylsQdy&I_CoNPU%LP0vcsi#1wUYYk?{Ie<G|>r^iHUy*^A
zZwVfbM%N`3lCPPEK-4278?$zgfKz{N{4bG^A{g4I>2`LrN@$6-<dGjI-msxS^DA0U
zOBf{35}{xf%1p9DOHTu03IAoUR6hT*D{-<weAzg`mCkk3fS>Uf0?X;(M`^`Ll+Hsr
za{M!MhPx=D)|8qTUJr~ESx*svEA))l8LrfS8Omfm?^%EKoJwvdZ1vBF56ndB#-B~A
z!CSisEtZ`PAY_&U^3dKb#ow!c(k<|NGrl3?NRQIf(<Yl<td#QmJqQXQsId1Wgj3Hu
zDoVUjVksHS!V`V5-z_7PN?S8s5dHp-7P;0H+6*?7D2(icIDYbv8Lyv>sbSJCYlV?G
zQl|Ubt2`g#%C`ndG<be8n7Q#ax!;N7U+Q@ai(g%m1|(_6n+AF+27;<p4P@QnE|6Jd
z5cCcY2ozL+=FcIW9l#qAUN5I>2Z59Z=EV8DSaaCMf;S}EIBJ)2f2&PJ)J$Ki^i?Z=
z@mVbo)a>nmigh=ucR5kTk4&r~Fw(v4L1TZPg40>?zS6Ol6ohe#LV?d;!#J&eDpjOy
z!a**sj`w3K=X%4vY7s|~h>IkVl_M3DJJ~#P+H{`9mrss*D7G#+N=>lY^->vQA;ZT+
zNRWe^eDh7jP>(6W8a6`ni{USNi%NGGBV8XL)#7cql(HHn?#RZjM96dWVjd)<uSu(L
zO?fCYI_J(XJHX7;`SS>A7}RUFVF6e*c#=3y1L^BM37dFAKf)!;ncY?%kY2}QX4FJ%
z8qR;Sw%^wFw6<XhyydPb`%S9wMfi27rkLEZ1UsV*d1LFSjBCivxPS3gTO7!PVkD&t
z;ynX-Efgs*LL$Ac=<7!ZBdN9`ru)1o;o!*b?Vx(PeREbmM^Sf9D`4ltiELnD#v1t1
zF}ddo<0CC+Rtc&a!P$0RnF2HA!X_8)R60X`ntoC~ZwR`*D$<$tql~%y_eIjpUb7BG
z5e^-TZVcKEC1hha7i|0$;=#l(`D=yzGLYJrBsM0vDDBQTB&5-xrZ_wChEE~^(zL}E
z3-@eIw7iwh8AywJNm9}uSAKm8`NicRDdql_OejDg2UPHe2PGIo3(=CuqVqiu8Ynu{
zU~XYpD?R=q(`g#-`cKeINzSX&T>nC**?ve<^!Cu|h%gkw?KlzOF4T#Nb}J)iH~=c`
z&v;H@MnHR#C%Cs12eRvVm%Xwk(y{&nZ+*)~miJwWV;jWGN-m_<tn$->&f<qG%qe-g
z;hP~<qS;I+0~A8cFy<StR}1ZOSc*C+Kj-)C6`yJPLD$INYcbE}y-i(vIAQ4Wj^6o5
z0GB{(ONQ+?!BX^<tyRh`BHugZwTKUHVtS5KGO5jBEZI#-c%!(<Vwxgs=t?zq1Wk0S
z=^}y(RAfi3#F==`2_s|im>O)dy?q(q8Y#=R9Yo*Ou_Y~fdvFq<IP~P>N<;I1+ES4K
zA0*~d5YrxOepXuDH)280r?dGadVHG|)VoOTT>|aKEHC#SF^-@*^gD7!gtIvk+X~aU
z0@0ohz8RrX8ko!#4t~F6cC$B%`{kSieQ0y}`*~F@lHS)$6WpDA<4N?4gG#&VG6t;9
zx^i|21~rBkvdbjPz0vWJRXeydZXVDxOgjuW{Z!mGqk6b%GfOyv$=>HImu&X*a*h<E
zJ;EsX#J3%vO!%45xreksjp3o=C!`lr5xI^HqXm)J<)YsQC&r?hjr9+;9<{kv^%BMv
zU8Gob4O8x$x?-OHkpGP#D<6Q5S<kIxcTX-GFVlDFYu_Z#lpTtjob@A<boCne#v#mq
zbN&^ADw_LWu^IOa#M@c{Yv}CS{8#QSU%mC!G+qx<ZvQlf4Zeyr7t16ko3YQ$in1T7
zyq#c1`{8<X_GSGI?+m{&DaXamoP?LYW*>PdZG)U*RDV_++7eG3ohASsPTm;=*_q6-
z;Xr3CUCMki33$D;Xt#$~5KSAjDVdb5S{EVdk;L=PZ#cZ;IEJteF2xG0CY-fa_kLb7
zM+6KCfTXvDyg6HZ_UGMnGZw*tsPeeFm|v|k(V>`@GlEr<bRKLICS%-hQ-CX@gC|H}
zQwT&HPtTD9*@l(G_sS7}WgE%^cZPIOaLbZAkZm|Vblaf89-6sH_-T$?_MnV-YKsn3
z8U<6RE{}fR)xqEHv@4_GToSq8%dK-MhcmFvYOw0a*RMzLHeP}$#H%tt&+xre*9L6y
z!`9TanoO#quxXFgl1`zoMxC#?`iJRE?cF^~yI;)dt7G?>!Mq%YiQkcD6kL9pex-B|
zPEnprmEoP=)Z0mF@2CTUr&I_v^W&3k14jZ;FpU>-VlJr6OxH5s)f-nCy4a0X#q*^b
zaFhY!DguE0pkjUOd=YV7rH|0F7;`iJS_25W0Fn@AhI+2<fp`Sx^K#k01wIWcBj^NH
zJ}J$EL|9^fqZq%=gR>qUDsVf({)Z1rdg3=y0aV$DZIF)(G#%};!})3UTy>1{@lhj0
zX=h<efdpj}MQO!MWJbpLnT70Eb#FkE_UmJ@eke25t~H9yoclCl_5|_@tw13g8zISD
z_mgP@%~{sC1)L?boZ9ipId+EF&y;+|<s<U2i&;_}YN2Y+%nNVZtdp^*3oqVzW9#|2
z57(4Gn^M%x^h8)`31@IN{L3NnjT1AQ0YPLuj1#_iMFhM?os(Ij1p9l=UrP~AilL|q
zbR8$&es$3mOWaRBm__BajhYqAjM}#I`BTEgY&9QgVO6a8A<uhhU!}~4TT0l9jISx^
z`afTiDy6K%-mrJdX5?2#QP03Y7T0lne7m8YN&T!pbg&$ST#&gdSg(L+LFfzL{6*Br
z8SuWoT#PD!_%-RS1(eyAV;|AIolDgWj3|6J<t@%biVrn^)~4<vw?B)VGcu7H*g>Sh
z?fO`+lvAMF`rIslYEDE%t9YX5)eCw$l2J)CV=d^|A4e-167m?K`SQ)8cRhF(l4Y~|
zhF!cn$y@^)MEmSD<4YxT>qcF&Qmrq@d~T6~almtuop)kT^Dk|mR1F_(CDNp1&`4iU
zM{71Bm&BH5XDzC}f9WQTQu%vu)C4b#h*LwA0TX6)M6>NN-|C3)dLn`BRqDH{Xf`S_
z4O8W*+bC>Z7Ku7Ly7$)4bOm#DFE$E7$NHHNSfYd~Finj~4o(iHWH<|l6WUr+R*6+-
zcTCI#3kN~1l_{9PH`D<ff7D$DKXFr;<EbWludt0amBb<#3N;O9@oery3?BZ9Q_oFP
z%g*yu{J~@Gk=P#2`Ws}5H#@#g<TUQRMPta2{Jx;z=W)|!+?zd*5kx?tzZ$yqJ)t37
zw%(+m!kNhuuhUz+U@a*F?$GNzc}CLK47%OK(#3>5^tnJ9y02*|RZOzm$$t6-FmQ2W
z(@}uKnTenrv5nuiIY0KC5gI>(`n=Fdbh;X(k>IwFd{*$54hc)7KCf8jB2i!Q<bfZ0
z?5eFIQ&5hqx#^R~&XL&CT(4aE<9^fP&G&tzJ9Mdf=ejU88lR_IqSK3}3dJ>|3cj23
zhOPDSM>>%%kr^ARh&XvFa)3=L5NY$8AGS1p?Bbe1eMSxLHwE+Ix6DmryYmq%k6_7Y
zh=)pE+Lrcxy12fge6y5GmA0plE!qjO)<^!I>1oKkpm{G;)(ZDG6fWf`c#)%_-){Z_
zFb$WAx~6IQorhw=yr4LTv;2!6H|P1Sup;i@w|tntJs<hBq~0%&wtZ8xbE;Wt$&o%A
z7Z)aJb~)u0)w`sE9WXTd&@3>fiIv>*@G^%@jJ|HnqjE2+NSA?Vw$b_^!Gtdp9_I#@
zj`GoR-1(YlVV-=o%7t+8$vuE(8XpX$1mQuBxo|c!-j=2bhc@#-gyHrfx#%7Oz(xe%
zmLUk{(F8n|VZjS7UwM4>2@9^g*#$_?t)p$O8bD`Ou7HRKxBH$*cX%hK0$lTw>%(6S
z&v^I^4@;Z}`A<9pD2yu~fOLdN7xGo%LY@b>kO#*0iwsC&Y#smb-_V*|hmg#__D&=Y
zC~AmEKkpF$XK_Ia?66r>?gjj}ID&zb<=`uuU;=iy!w-<8Zvly~;n!q}5B!*^qkg^?
zaJhe6fHS|xWaEOL-UuD=V<S7QpMC?E@$(osi7QeA3wV@cx)S_qN4>Lc;IS3Uz(0}I
zvs10>=7&vZ8{WIRh<!rxO`s;hb%W}xKcH0L@#tKrgr9uD8>qWHDZg6wyB`2CwOmq?
zPd_w_e7ICg;^E2tFNlr$5QBwDQMW(MnjeEqxjK&m7NB$Kj(51Sx^tuk4&Ai!?8*ZM
zxz@d-yS9hQk`t;x-41~4{8lfPqGr~!)!wunQedO!X%peHkeinJtC>=gTeg#J9~ZB!
zb%V}^i<mhu5WH5OJ+zp8GXaQa){~PJj0Rr(4))%P3-6)f{*E}qMZ{zC1f1Npp7ckJ
z*Neaml+w+9V#-Krh8zWwOqe@0{qm@9p-a4JYhcV3H>`&^-(V{J8qjx`{n*@15s3Pl
z!H1%B)^>IQueMYq^#!=flc#?@f%ja-H;2l}tbM{TQSfC?uzC4xumL3tvyy+dg6QW$
zVPHSAH+3W1SbVH!uOtj(s`cmxh=p?eC`&*9{P}b=3?WYh@DKKunO^@>ba{0kG$=3m
z5<3%7<mtaX1{_*EXh|_f!FovtM;0Vut!6X{-GdJ?BH1lhrqq=^L&ItMF4Z<^hi@bB
z79~8gN|5a;c9hpf_U0JZN0Kh_)+fF*G(nPA-$zOlgWvPkv~)tad8@D%PqvRiL$oaq
z&38Me_j({(R$8xvAkeXwmwNT%5#cdkA|6PH8m8i2?we$oUX?NHqhHi2!<N?X{A>9D
z*UFs71Q&=IRJa#)fogm#ITlwNUre!8NC2tJ7rrhDTYPR}i1iVfb-{1qi|c9Y&Uvw#
za`Uk?{8NYjZ2PMaTQltF%k7u-p@UmeEOK)N=&j~j^+13DA#}LOWl5^#wC9GLlyQz4
zoD6x$x;w1}LM-lP{2t7op}PF=W~7U>wC`YFFu#wGdpY#HW3~pSy(+2>)!>mxDy5tf
z^cK>Ah4OZ1CIXrs9G*RO;b7I5SBJr(u$S3FlYp&K_rzsm1oU|P`16PdBycww4zIfe
zL@!ocym|_a;qbak?QKwM%iU=qpC7=AB4l<=&ZQp;iwCZcT>&E(xF6a#;+JMwW2}Oh
zt?h*RySGVGLLEBGD6z#IVCqu84FSfj&2^k%i27A3XSA%AXiT}8{O_-&+)or5xPkW;
zisQzJ;udjHLww6)!(!=Fi`PlQAdr1w{huW%k~__*?CRdc^m%<Moq|2614)WODQyta
zDHRZ%xc4#tC@J`gv6(#Wa1AOo6A<p9@#PzXl*>mfea^wVp*fqXJ$dMCFzQy-_Q*0#
zbH8fm3U@l^P>(`05FgT!ds}!yYip9P_Ct{WbGi%za@18ngf7?4PV-^9uw(-@>BE`n
zVSBI9>M#1VK6Op2E}7j>Qn?M;0+&c$pt;;l;!~u#dl6x8DNWL&1BXUYa`k}Bi>Oky
zenJC`J;LtYq?(!6ah~ZAYvZt~6XHlk2@onvJV0~m&Xf5b?T02*YsPfW0EUzI`HZQ0
zNQP}d)8*Z6JEZzkhEYpbmEUU>&H?Au1<S>&JlWG+i##PMQVfoD2Sb4ZgR0k08V<rW
zdN;XtK4-BaxJKB<UbbTwd1~Z;ZfAObDO(gbiG)MS&v7b1Y-gsVW51};adH7TA9QDa
zuPVG5VJXBaUvr5d1G$eix|qZ0-L~G0gx|y4C+q)ipS)XFnCg$|!D{*Jak3;^%=j7`
z{IttX)Q^Sdh;2UbpitbU9M@n#QCCYkkdTS2FXA0IYZ51TzgLMpnTHL$dC?wtyz=|=
zG$4%O&n%|-?R;)A%kB0@iBX5M{mfQFWtoL*zdKaWpZ00e(qsMl$h#0&@`9*4p@r%2
z4Qbon&55VXX-f=fVAc+4F(=f_0*mX9ijaV*v`JIS;%s=uy$TN$wM!z0XH{g&Xp(C&
zxth^xTQWXO1{Qel#N$s`iID+_gVG_K`AX^Gv>fJijA)!Vw;yq)-)$J7-wRZTOh!jF
zZRHE<y{wgvkO$n|OqeXNi9U||l>j~P+Ab9M`;U7qoc?W9VM%y>J_ZKFW;VScIQUyH
zgBg^K-&eM?FM=<c&fPJ9eDjjB)zcj*vs&~({~HxPmY>T?mb_yiDgp6kEN^#KL$1i_
zp|&cCVZJd}T^uuycT86SWJyy46kKu~Ce6IajE0UU9WnaUca!lzJPTRbdAQ27d+vq_
zAYBB6R3oKM)d8mKmZKB>Peq@U*vg0%%->WxhH`S%JGP_NJewFY@siR1huid(>pxgu
zL!-(-N<{OI4*Y$YM%V7c?!n$XRqg(@uW)&PTTV=|=nVg@is`XCkRVXF`I91nCUFv}
zGnz%`k@G!+^X0`j8t)MF0cf@HOJM+CiKX*|fbPw~!7GD7L)JrsvMdx?72DWscXX*Z
z5<eG&91d=q?Kf4J6(UYoA~?G-4z<L^I^LoLwe3+n^`uIj>eP{7dun?1gfb8x{1jEz
zjk+3I&HRS8$^&x;$h5<&cJJ^o?OLTADJwmfgdUg}da4Qpj^gZXQ1}y5qa{E7io~ta
z=DDJ6+4Mfffnrco#zpfa3{fqluRzwC`ihO@vAqcTtml@@erPn>=1b_@;$eJ!IZNH`
z=&rDNLNg2QW8EJ4lfhlFH;@|-gf;zW1~?G)NJ<Cf;R;OCVKwA`Wyh5SNK-qDWokT4
zT=d_Da0K?<lxW+bIcu|rbD&=q%gn@+jl8t9R@1WFG&E_Iqa9Y|isD_TNzxagYN8*=
z=s|n?jF%&6yn4~+icaR#r&8lIY2L~C-htQXa4G};O1!Ua*yfm=!cAWMT*jU@kL89#
zETw@-H-HoCr|L&KZ_Uif#~{7<le%B4euh_d>FZava)0Ot+9f+KNaE2SqeDV3RI+M5
z;M=buvCzW`i3e+~QJI7keum^Me%>)CVFF_2pI85@mEoY)8faxe_ocgCsaNR%S{bh4
ztqhNtZ1V2Kx(|?Pdze>UJ4sNvQGTqp!iou=+R((O{<3g^;4jsZ>EV(bQ)kWaFXF^#
zd>k&luRIW3!0%G1Bgxcj5kh~NM&R~H4)ZLq&lhVfL-Pw??9~AUiN^<zFB$f#DJN>(
zmd&e|Px6t)jkz5=k-H$nl6HRRuZKjcKu*Dh+dT+ZLBnBuH{*WqwETQ*Ht`xG92@)U
zoeEmuizYXGaD)*=y)5W<R|9ftcl_nCI${~}SY!{w-zW8SAB|nD>0?Ky-**$fq#9Md
zRra_dp*P@7wI&_sT%IgBeZe1{Zph|tdKCcTs{WwG0wYNg<vEMLXmkEiZ^Qa7MXvUQ
zHlp&f57Nk7YnwEq7QA1tqz4W99U2x@Heg-u^t1GR01%323wITX_->y*Xx=}gG<E})
zMD|Y4WnKid?M8rR&m~W%wIYJG9ZI}l;Rl^$O1o=AWE520%@C)uBoR?+E7^!`KHh*$
z)jx_#R+N_06}6k4=ayd!7HsoI=kj9dV3~O}zYwW)u8zasg*X5F3`><a^hjS$-0*6_
zn@C_-7<PFz*7`?@xo5PbiN7DFV)F&6%Q}O-_opB7(ebrak%lw78fTWkjtG}U$GCVn
z`ui+XSF<ydrfcC<iN8>o=6|T;INyVsZ=K?_48_G>dh#`5FlB~Iz3aYe=9CFBKg!1U
z8hCQ3p#M(0Otcbp|Iqm*rEiJPEoD`3RN6w`7z>!Wy|31M>J4}GW<f_r3kVi!+=T$#
z{Un#IB=cTixIhA}w<ow4f?Zw%H{fsnepcl(PAH9xsbm30vFa$IbqlTvT=gl_#4l;L
zns1ePjcB-Qn7|Q+NkW?uz<>KQAbr3OgMBITA#&m~A&c?r<nSTib;Ggwz84vLuf0-3
zKMsBU5*n=8D|ng<laVXh@pRGd3NHE5CcpOz-D*8~M{xz(ms&zL-Aj?0(r}V1YR%E1
z+qX8%q0hfnr$=Z;HFEUCI>Y~%C6?dV$Oc_^Hh5Tc!glb8rwpsS45V}abW}N$^(^<>
zMas|s7m*zwd(YCFy}7&&m{H2pfYjHZRNUdoN}`~>UTrH!K5jl@L#6z2L15MHSpNh9
zd~Ii?hFyqA)DjVng+JX+>adeev3eojt#;MbW=9?K$u2RJj-cpTn&L&x0S{?K3Wb++
zNZ$upxm%@TwCYMOBBdY|Rx+UpAGc6dg6$TqPgo@71%7l!?d8=><26ggNJaRc*lO19
zKrJ6_b)%7)19f{(Dd@>+3XbTD57CBW8*aE29X6R)zfHSBM2erBSOqIx+|)b8esvQ4
zrG4YzYVY9rMWKtn{6{J%Kudz$2Cq-mG^?9Fq~+5H^Xy$$#GKZ~Ng`W#Tqx1ft9YD7
z+*N0?-FW#+9v|TEK<@@2Tz?q?Jws+eeuQl_jOYy9$21As_wg_!c<yhXWRypnWcO#H
zmG0j1$AC^<cAcX)Gq0=%EuL{5hofT2K3$<Xf2%zYS~7dF)#}9UZr$X-4Me(#iFuL5
zE+5}`@U$$y{gBZDOlUvh2?^e-a!>t`?(gkR_QjjQAWR?|B!WDn9(bnzqn#)+BILnK
zdz&0&-!1|HhR!FzeD*5|KGFGp2LaR5!>UB}Uu*rq=J)^q*!+qPHaH3bM$<QlKSY7~
zHpV6axK?2l#6TeU5HQBj0WZCx1I``UqBg%0cnSLrFq<O$kj?}yL?5oaAjw<J8HVQ@
zeh21MBovw;3ShSN1{@|1KmAkqWPyuE0CGHt-Xv1NjWS4Rz|iac+GY<3ocM1KGLLcn
z|74hb-}5=_#Yd|mqXHfc>9HZ?r@R%Tjk{SkE~<l8P<;!`?Ga-aRlZmXAe9qk=J*!8
z<guHzFmTH9O<VDFyWE4%@9BM0*<E{Y0HsT&izl$L>sr_Ie#2Vli++p!Mo%jQYw0#A
zA_V7nOu^#OO&MN55Ym%zdo%c>-kD+`pijH6&=YbNX3YIanWVo3hQv~p3t{h^_r_CH
z60<s-X!5_<g2@6C<e&c)nL&1?Y>LI*EN&%g)|M*$4OFPKV&x@GkPgM4>8OwXc30h*
zxgVBJfrVTo!hf4QH#*W61O93Wga;u0^Vl&-*F1Gev@*z%CSlkpCP;;jipa^mbWN3M
z2ijax@iUIvP4La1o~U9Y$-2!tEsKkviiG08j)nLB2Of~5fAfHxZv$%HSYNTX<vuk#
za+!JC*DQ-Ys#BosuirOhMx{(b8J4%0!v=$t4t50cX{N6!3U||!_m_K<lLQm9JI;4o
zd*CUrWB(&FNMh3Qg2#5)1u;1EakMQH7)5SpK?T59_5-=n2*FuMmTbJ_57FtFbW@>h
z9MfjP67`|u<#!DQCOi#7^?GCK7gZA#9l~NEvzXtCi5HeaF2#O65Nn)YJjvO)ac}mS
zYXSpbP5d+@VbJqO7#5Hg(vhWi_*YqA&Gv|z&-rEN{$FK*POy&KLh_aZWwQk6Z64z9
zIoiw88s_Debzrc5w1CdaIgETlFLhsapM=7SD+(=~EB7513}zY5Oa+lUXSzNUQaYq`
zRPswSAuHbTRP;g^5YmWtbtqsHqkqOpZ#iObkp@aPj~{KW3olE_q15MLK2r04MTdz0
z6&)f8Pgf)a(iI^Sh1K9kRUkTKtpHlri`m)mS-GH8UFPCzoQ`xcvEHrw?Kl<*aEWb@
zZ-H)b7xL~E^me{ey)GC<#ZtgLIRfIj><SG~I9Fd)SQ-3OjOgK9CJ?8FNpTnlQj%X^
ztGX*y*XhG!FYSbE;#~|Xh>ye$3w$B4M<U_K=IC|{<39xaLltK!T<<nR(6*-AvXQzf
zfCcm4y)6>iiQD$}e(WLdPd^(^wwp5pZW0qQHXS0k{X@S|raICvKyO!0*I}r<K5;ka
zJ99pog&|R;WBjHC@ojWv{FHK~HmB8FUF(Yp*8DhpnwMC3!;C&pY5#0mm6)lweyRW#
z=Mf7`>~S#f4f-l(i&9J$t=Or>^)AS`Q{-MW2=99Ua+Uk*sBAnsBoRb>g2s=p7_&Nm
znk25@RLsT8SljLkRM>aX`whzU@p6S~D-nOZq^5aoGQ{{R@zLR(m&sJ2J&o;)uA;ID
zf;daU?;w5jO7;EcUip{V+Eg&d)?%TWf5y^{|8Oi#{g21eIZCie_VA<#4HwPRJ?<Fe
zeWS`qzE@G+&a7WolQlrIo2v@#k7@%V-cg%YUmzc?_LD>RGZamZ%&b1$6BI3+e27hH
zaEF?HS)N_6H7nI0mFIdYl7od-$N8zriWw=l+=SU!oh$xAD6`8jQ0g6_PNX-o$n9rN
zhqqtM?G+3ewd!UtIR;3W51fz%abmL9FWj{)=<djZ=e`YJR=#|B`yEZrhMGDkGa87u
zk<cbNeAqma#Pk-$OG$Yo-xn#Iu5XXf^xwkNqPwt?Ag52?3Rgt<njMez<@+WTqT$J4
zpWufwZ4=1_&0D-2<UiFV(3`Pxm7*x!rLh)G>AL4Mb^*n@7-I`Kdj;H~U%2Xw@CN#|
z!nmI|CROSPVFiIEt6ZoWZ<J|A4t&VH9)fbuD}gYh;%9DG@Q{$OuL>o-knsFK@{aqd
z3Bd%~GfIb3GbmksV-`;AMa!f^v@2l7GhCfiaeN=nU~GhAMSL|fm@B3gQ{H<w>U^Q^
zIj1SZ!0y$IO=!h|JNIRX3H7}w-sw{`3$^L0*4?CRpPjq(9NgZ8jU?2lT@g|dY@26(
zYU5fAKPT_f4P0MFhY9@r{yLri$$nmCIv)*QO2%f#;mzt`>dx6r!P{7~cVzRa-s}X7
zYh~RzRFNYaQ<CLP`F?43nC&<1@^mB+%^8MRc~|geAj)n6L*r*U<3-F)p3BN!5rL|*
zE`M`(2K*&&T6zl98ONCwKivqH4$^p2d2$rkMh}n9TFy}@TKN~Ds40Ty#bJ!zP?Ji!
zoSvJtHnc|z&&Bd*B3&$*A$CBMDau8}$Y4*09j}zV>imK(_V)-tkFcKK`=j<5CQGaL
z)BD^GbYNA7g0c9q;mlNF!>#g$<ITPD=nt7tiR#|$<Tu@{S{i414~&ej<Vw`~UUr<*
zSD)i@DEmh1it%cN`;Lz-Jux@2mmV}N?>Excllod>GH6@qgin~PNgu->Z>J@LUQ=ai
zZ?EsTeWy^IrZn`%JFYftYsY9URb3hSzS)z}d3kY%o((Wx#0-vf60IS<WrT84uohot
zyAerHhV^XIQ3r@3``4^)DoA!?l)Qxnyxn}wA#0zw&=ziHtQt*PG;cV=ND+KcXv(s9
zTS>f-N;yy~59Q!MO?8^@LYniYWXEm2xO!jK|K1taY+vw^nu}pYgFC;btclj3p@5uq
zdjs?NOXZVc+pa*+<_hm)&6#QGhMU6;ht%WtTF@+KTdq;OyzdL5iYxax{FK$KG5;#o
z;+bMnuTXTF%r9|f-1|s)yaQnbj3B00(hSrXRH=h;-)h83QOPZzyW)o7edsdqmOPIS
zK#;<E!Q`>Ei56K?m7K~RcgQv`Q)a3h+QuD|>J|lZ!mb}vJ~6c%RG@rqAfc2v>zmEm
z!1W}-{%|j0wiDsCI>yxr4z};-mC9k-*R^VAFu!jMq;@HKVLyUieC(<w&V2S<$o5L7
z<$FS5u1v$JsY`88)W_A{;328M>>uL^t0eQoDJC%NdJIJ|+}E@DSBI#bVyu-n{o>Y*
z8NO9R`0-3)vt-B~VVVBh5ho0Q#A$4b_P;iY;Qoh3k$ZQT7ob}+<=PB&s_9FX&Uc`g
zWQzHkxp^mEB3z&%UL{w~*KTl|M-kcjTW&@3#0GO0C#53}cR-U&341+lHVAY$m7vJf
zcl~XYq|!DLbZM4UaxqcQ;@b}j<T#(3{CtCbz8OEFuhoz0`(Bu06wgkI_O?=0nh?+s
z*1YEkF(pS#vmvU`NoYxj?jn_n;l9sRrH)(<CJwiXPnnI9E05$$jrK|zy%jwChQ3we
zN)^LqftcYknrQ5Ho?B8=`)%dp9~#sz+vAg?glh`KigU=wVAvtY>e_y~z_-6cN19Hy
zxjMmUmbPXhjC_W1r>39zXt{WuM4l<fd_A8(F%8!s>?nceH-QjS(Cau|a7;pMLVCz$
z3X074=wMbuv4y%UVdmw|+UfY%VpZ`D5!gF23hHvM9cGWAr7|!hXTpY8kSc+p!|Y$g
z;2$wbT6W_HKWT?BcX%!iJsF;|+6u4OT;(=$1oM$N1pP{ou?>tsTnZ*$@+nIRC-yB-
zr3R1fWlo^$zkX?33393~v>cpoOse{b%KXGdbb;+?2mREPVeapm#lRDRW<5(VymA3>
z%L;n^Rk;Az7d>EfF!y~WpmHH%`}nGIh2jW-=VT%G2U$Tp<tqTC{0_FSuebM0*XTfw
zcRGK9)30E+OjGiFWa|W5qiFg2?f9<qlcrxauEXJ$dV0k=yY!x~iJ4ez8^qLE3F*c}
zS9ofY#x3qpv<kUMrsF_Kq{9(;Q=fVkp5yGFd>?yxQ%Sq<i@~1Kea=4G_)_)P%8>s0
zfj@<*x+Q|w_w0zkYJ|}l+~YUvQ%Y&rzTIWbVD%GRaLson_Wuqr0J__KZAtBNItaW3
zM@-pkg^L}?Ilznx^P3pc`JY~VXQ~Wt=5^HxQi}4D4V;hK9$kYj7T3uf1zOv?HIgTg
z@&fhNL!|f<^@SUvwQaF3VQMf(zpi{*XNY-o+@N9AyF4(x&(A;cHknL(oJ0x)s!101
zP70@?9m1b>+)ro`H_9qsHcr@u7HrA^iZ+jSrjc7uLklA4;TpNzFF<b~u-G8g9kKad
zovrhzAbn#w?EzI%d`Eflk35L@9R|j+C8lf8Umr)fU_R^*nu;#Ehgt%H2rVT1m3g1{
z?HoJ-t43~sOg~Y0P5gTC$K-?{)KVkreVfoW56SK4vg<PHHNHy=6F&k~z8DuNGp+KK
zX{jwGjTiTbW|r1E<Im4jR}6pC2BfYb4e116c5a^?78GpU4^I!ijrL>2xDc2UeJRX}
zzGC7YUk(9zXP(jx@x|jVI^C}iK`>pD8s?k9$1i!#RmzCykOK3AINO)?ect#Cp5ETj
zEk_5&Nb(fVpXBNsn#6kqBo>UbwdzTkyv;&Fb8ZEu9DkkxN|@st${UB-X7IKje$Z+L
z>I~{T+o+FSeKVT<GsZ_;ZW99$bE<M_R)JbL^~zQ8dgbFZovXBUA*vu|TW;jGn0*c7
zs#bX>G`0PWa58*ENwmRcC#1a-IUR(2B3M^7M~!1u!@Cii+D-2IpGjHRdwmg>T6%F)
z9~2sM2M?*QvHo~Tv=gO=S#ISiQZ<!GPTG{Qzqd09u&XRC?Ks;~DEHafyA;!wzL&=4
zIZit{lM6CRs9i-A1>#0b>4_^A!8|5!s4!X>wngkY+IN}LC(~D2DfYlIJuLYi%p)$U
zDc_z&yw6M2Wp-moE^kj!Qju!54!u$KK9Fj~vPHayZ6ttP-``x*E`K|kTY?<4=B`Ut
zI`@&C#zgcwF&=9?Nw4#<rH|aw_yJZj#G1;_J)cXsyk<IU-HC21OnK=lR*v!QKq)aH
z-3*MDQv5}2<~)uG3v181oc%;N(_D}yA3Xm}(~4XZTCym+qj*+O8-%Lpl=P(f-C(&F
z2Hzl0c#CX``_~|l6X(UnPpDVVa>K&|CTVJ$oGckoOY-bV=N9aRux<hcEBEA~_Ym`Q
zN9HNL1-{?QJ-C2mp!NCxOfql;mkh}GoU4M}R(4NvZN2tJ3%s$+z;@``i@J!o;Hw`5
zainI5og6;Qr;rb=p9aduDXz}K_U~yimr0S`KKx$RTlg_mLkmz<!8UO}WFiDtBd!V*
zthfQ!g74*Y5`@>zn{0}$6@r~@<APtzE~+lw*doxHEAB&6Skj&rh(U?4BdPr1OaT+l
z6o~EjSm8{;7XTN+!qKnb;DQ$pE^K=9JK*2~8xAfIqz&NUVg(K^YTxE!;sM|SATeMh
zM5-WoP^mZ2u;{SjpUNi(2NwYH`QJXsvo6T{yT7{|ZBa1r!AOoHZ`uB0Dy+cSn8T$6
zK*u8%5PJ)*Rf3BG-oQ6w{@>j^!d=_+f1bG^{eC)3SdfRioQ=~%U)QBWp-GT~7?hYC
z@)umWyXUxg*a2!}2n$-hMjp?XWXU&m!@;}jKY~FKi{te8Gsk|Dgc3p|b$Ctdz($tl
z>$Q2>uls1v?&ByyNHEWn;So>mP}c;nPxm7!KwV*#h5#yDe>+i)ry(Sl9^crn?1hCg
z;gHn|8TaXiWcMB*0eVTx+(|O*1|m3^=tf{vSpN40#@w%GV$FVgZ^Tf25wU;5pNOLZ
zyLEInSN`avW#HVC=cbwoJ;Ht^b<aW6P4qHkX|914Sk#63|KqoyyZ!eyeV|J5pY?rs
zSn6k!l%kB;roYk2eZH*}`<~I-LgDL87oXNAXQtExaz{a7i=VQHeQivD4A)Y--Ty6U
z@&)8wv*UUpH_{@#D@*BMfd94T>*3UiX_jsBN7G<+ay^bpWDZkTp+$L>L&o~p&+{X{
z8O9G?z9k|3YgPQe@1S4@Z!htG{k42!2#vsmClw5hz?2?b7rvOfe>>=dk?2$i;F8pL
z9|=@aXr49MHeEqAonKAu8eGj0A7!^`bwDP2sW7f}vlE8v;<*&C^yflLf3Hh0a&Y1d
zOz9Y3M9)IZ0VvLeM0$HZ@^}x*yC1@e@TxYfeGQ46O$TYc7@o!}rS$vpfI5AP1(cgW
z3*<9&&bG5~7p5Q+EpzprkKu&Y1<=A%)A7&C1~fYht1krkw<I}u5|->>i)1iuA3VsL
z;krm-^*IO;TpPk8(IJT-R}7PTwx+NQCF=L|ahg862LHaFyqm^?Mc;OR_;q-T7b-Vd
z&(0eqvYG|YSw#nORu%Rp=UN^M^2WIA#9@QXY%M!O)Oj#Q5-!^|Dx`Q2$F$Sd(%+Zz
zI6wclB_goFU|o9L6S{HVy$<qBZh^NI##>O&{L@QO3iMLECd{1#H|@cDDX3vZMj9(?
zo!v79qgHARo9GBK5AD2y<AeSZ)DVSS`RM$js20U0yr4Pb?9lL#ZnvfH9rV1J?_wJT
z;^Bw{HS=dE$<tUvHRg9O%gGqJ8kG#p|3xukOe()jeT-qy$Zts1DBI&o@YK-)07;_z
zA9Rcb3*m%fO*P5npWk<+G<-hv73lm-EfVhAVTX->dZTU?Rrprf`2=^oGTU=}$+(!s
z>4c!dM&`11$q8E#tpoPW{g|Z9(MQP%XUm7{6Zg0O0)kjfRMjU|6)uuCnq(WLzLqG-
z<0sP0@t%x*ZhmYi12tbYQ>gw2gxvgxASCC13_`Y0`tSr)c4hDs5Y^;aLT@nVM-{Am
z{}X#(6&2UhZ;87GcXw-CgS)#1cXubaySqbhf(8gKjazUF?gV#dI^TEa-ZiuC%dD9-
zPydJRt~y;^=hW#_=Tz<5zrDT1o3n(7Efv|%vVX5m>LKPzNe(8L)3DF!;?W9qq|`3M
z)z<gGnpMQ$8}g+$_v*XO!KUd7hN^_6TzxDV;L^Vf-H<e#D9d|@z1EsbX>T(PB-IHn
z#@ODlZGa6b4yR;s%&SgmoJzN6CQPiP=0=?ubdRq~5RV!iW9!9`uu-mE#QYh=ihw|K
z&Hr@O8ukYHy=UPZ1h^Fb4qxUkPY9#n`bh(}XD*rE1lAaT`O7SKxLhA(#Y9z*mUZhE
z+A<f>L2j?$#Vh(#c3^gY1G+QrmhFLB#*SCelKr~GMjdG-Z8-H&trk_PKSs#?dP4AV
zd#S*SPsn#iX@M`%(h%f(`0Me0FZ#98qA(xsq6t#x_$))t&V@nWfh$HT_^Rx0ghcTl
z->sSc_BDyVxNxpRDN+8JM-?|ZW^Wfc=nU)~=NcXXoCr4C7?W?YjAY-mvTPOg=ypGN
zVi|#Ah<ft#|I()D`$!V!n$YnX>~@{FKB`FqWLAFvh$bt#{|{x2Qj^x+djo7s8**UG
z9{^uLq$H|Xurzl{aNVSpG%fGn@C6}Vc-uc;zbm|Ul7p+0h9MX&hlrLzcX@&PhP;Cx
z>W5I2NfV5d2BtJz+R(Q%N*bFb^{Gk|fdvX2S-DboVg%FBrO#d;m_yd42;$5PKJt*%
zB%vWG`&kGQ$Ny=?rJL+NK1Xt74Z|?<yD|y`t=Qi+S-efy;|sS*gMqF;x`?qS(DdTp
zaT4Gw1$-hRJ{-*{sp+LV)7!s-$UGJ^&=oZ)jK3D?g9IqZxEW%Fe=w8hMhr>^;*HYT
z^7u`-n6(*6>seVyiYqzOw>+{p7A!6P0GBgB?Wj6+z0nTPZk%eJX2hQ1MZRQj{PWAL
zzwszg=~J=${)+}tR6hNon0uU>RcOvm8m4BHz1%P1ZXLcM=@G7J$FiR(D@DTJfS<__
zvO=*%HQ6nAd`i4rogeDjZw^6p5xhea`SP^9l_Nj@`8dH}XCTd8L*50LDlFfr0*cx9
zQ#h9MKuNQjFl$#Go^laVP-9p4tTN~RXOsl#TR{ws#T<vNhQ~?+257CnmNW9gvRg{~
zj%nu3Qf*=?>YJ@R)OW;&S@$e&2Ss^mBVH}l*xS^v+H?nt{lDw?Tw3r95#Eu?Pv13O
z@b`9N+KOUi)0vFm`d*VZ+S0p?6nmnyKTTM_^iXa_@jtqb5hK{vG_LbqTlyre^N7AE
zW`DmllD>H3f8cAU13TF|GlIHcYxl8=CA)JUF326)4QGbBU|j5yRQ^t`-NjheF)MYh
ziI%QOMm{X)!K1X=YkPnSzEKo4DJ_ap`^g?>!48JK4CJt6B-Ib{qsR}x_4fGP0_nN~
zEt;zBq+ey~CV%werZLeF5P?h6rCIkrZOap&l}!<FlAfQnd*j__t`_SV@LPPh-3ig0
z&bfGv?L<Lf9~8?FHou+fmJ&a8LFF19lPIKT0-Xoa&C!cw(+Wh|@R+SUNs^ww*|pO+
zZ%z&$jiZGP;NuJK+7&0`x^Q8s`>|U}cg7&S_&9fk9ktRu_}Gw@+UT{=x`5Rp6>q*x
zy+9Puo@>m@u&SWBkeYrZTflG$GFd1L{mGCIZ%&jT?z+gd!HNuluePIPzh^J=FPNc0
zv4ciw^S)d$Gv1Bm)m!1J0D-fwz@>H2g1tOr+etG`1-==$=yHlF!xrmaOc_&@HTH-x
z?(_#Dp2^5MH<y2Uj4Hq-M^n~l9^4{r6>`k46gX*y9N+brzv|sWj@ZB1-uIZ2)2GWU
z$JfrtZ&Jd>gz=>IB+6;5m_6GaOnF`IqQ2V0p_v6zh`qipMm#?@Kk~k$Auf|EudYU!
znqYoxBKS(_CU~kOg@tSoBu5qSNe7L_Z2-|a=}#sMcpS*j`74`l0Vsy$zY(4Y|KEit
zu3p!#UXxUR%TS-jjKK?G9>^`z!-WP;3%brpU(>X$Guj5>q<82ZprIW{#T`|C^>v6k
zixSFdt0guRin=~5C#;@L9#h3R8q}Ygz%vkDPC<E@Ba=1UvXV$(BIs<tBUv5Tc=6np
zbWjPDsqnfK;)4v6@9WLB4O?G-JQtp61Q~YtOifI^uA~XR?J0#WFcRPBhh&;Ewayp~
zr9NWJIK1`z_t6V4BL$OHJP!E^6{fcqgK*n0eg*<s!AOvj^O;z&^EG?%m+BINI~kzJ
z!njIvr{3rQG(0Q=zT~x&jYl<HcRN!QVqJm;>8nM<tJno`JMKEWahp%mZq1gkZdK}O
zck&`SM$9(lMrbD#r#1;he374^Y}K}AdG-wi8?e@K^_x+SF@4aCMmg!WjelozsBPPa
z<{C6-#Pd}qFS%NH986niJx6xb?i!Q`W59RJR8UmPuClWvUzr};4ez>dn>ubQJ^ju_
zp3VRJltB&!NhchGLD5t-{vh1!m-;=y=Q)P;ZegUTW_tPjD-q!<utJntGQkky@B>7}
zwNaGR9b@-lCQ*V7ys|Tw4CSSH#F#G4{PJpP7{ZqECSjXs@2`jAc55Q=HEQ@s*~=`x
z3p{OYA=el0Y;7llFgGyYAdOCO7SDQEcq;RDpABJwZ>>166T=yr^Z*vCw_A%XIf$1H
z7as@}J}>rThZ8yxzQm}nntLqBWkWXiyH;Ppb^byz_4JWwLGPnl1Wq~at+St?VDy#6
zN%|feG6XKDH$C9}vI9XSiG8DVwIahArzN8a<CdS8SPm=mYGnd2_2vOx0}(!?i2$-s
z!|^8U<Mdnx9G2;gWD>PsFjJFkvslhXiO{bqF!vCpgcejcBZ<yKk&@L7+i0prHL%jg
zd|2C^ta6FL6DmEGiWp|EL|a6I^E8fGw75UPnz-LEBTb)EvimjRx%dE1qce~1i1J#c
z4m@ThwmD$b{D!cbdq6@H^kR9Vl?7oxAO@PQ+<s=Ggcxc)3F)9^>;o|ET^SS`&|rAA
zNzM>#3iwV!x}DwiW~yvt9NyxqE_Kg!>|q^wX&@b*YVG;*nZ^%UewX)Y{QWBlnDjpR
z2U09Q(Dc0ajra8kJ)OHQ-M^a=@c9d7o~jIAf3sI{<qZ~M#YD?L2r<FRFwx9WE*mnf
zs9_|j9O8QLqrd;77z&R{ko`lhX`m#AD2!A7h{D&c0W0C&T|#2c+i%Er0j+B>g@+77
zlzdu_>W{a~y|As&hx=?fi@lhcejc*gQvX{5=q7+O5_0`Q6mW6>z~33z?$f=cbe!GM
z-us<0HQ^`Il1s~ihB>`B+~2A0+5}|bFC!31!oO?e;bJ)G>E!W>VxG{y3r=2{2lCpv
zVKd>+`EbH&q1#<uK0-kBlH?D<FvBi>N@J(Lv-8}B?uO544Ob^t9Us{{4I{v^oBGNR
zCN;$APk-6*vsN3k-MQr`1Jx(EM|^zXGyF+|K;8bcJglV|!5>$#f4Tp$NR;j&p!xOp
zzl3~S5KZQ<Zl@*GU)sGHX(a(@9`1Aon)@5@@6D5fpaTI4P)3jfQfB=xJ>M22x^S~f
zRu1zwdH_%4FTWp8`UD14?#o{m{}Ku>r}SU0KHT4<84*_H2H^@@tAB$QJVq)-K=XPp
zNl-KVBw>=<ML^}2;z4l$Kg1M~{|a!j2ZO{pE#u!oBz_PuK?niD45mjuC;Y1*Hzerz
za#&GHp+UR)EeJZ1j+>cDLw^tUub@UJ-mb7N2rTG510fYR_i=dEf02s+M?YGNUHON9
z0kU8DE6e#0|Kh*IIRD{a{KLQahkx-8|KcD1#XtOufA|;w@Gt)1U;M+r&<E)r-TcG9
z_=kV-5C7sH{>4B1i~p6x@qf#|I0w-mOfd+=nqbRbmZrZrbTxN$vU7Ft{#|>||G9Cu
zOm=f?WMyJ%$6LNc@vrcK|061fEX03H#h7rIwRmFu=?}n)j+1w6wB_Ow?7@gD$X&u;
zSMRAcKl!P$HGSN-H9gDPp|b^&X$an%mgLIL%ubkQtgxl&bgS<w;IH%A$VPa9ZK2-=
z{uSozvC5MRQ<odPYgVahNk657eR6e+dTe4??)^`JhKiy8O8+ln4J&kC8@g~Y#${_+
zm>SYMPQ=ejd*@#K15c-8E-7iISMuyuQs!Rc#of(y*_yaqomAsO?;H0QJ1)(EC1aPb
z#)D-M<(D&;NnNG2y2Gfz0wS_m#QzM6NtIu2dI9hgX$VJx{Bi#?&D^BlZZWad7;G(s
zrx!&`@U-Jysm?PgspXkz&xOv?TpcjpLx2lf@4v^*Q8>S~<fyi7iv6plpIo`S_wLN*
z+}zU4URJgUl%&*XoW@cyw|E2caBj(7lv}i+C7N!k#Uz)+NUg|o<&B;Xp$<_!phPI0
zn)p77zpg-PPg-!lKD{X2j5_wzy?>nPZ!4J&qkoh<k|=+KAW(hMSde{lvbknrO%oQ~
z5hT46D@gscK=KN%GA~RnTLCDB8)n4})u+TUl*f1&L~p@Y8+qb&-+1ynoH{?9TGPK^
z=Xy-G?WBoWdl2B~=kK^^ZDMblo;LJ*T~LGMy>g*^ecdV`Nem_VdX*HE>-7|}W4WHf
z?q^+Y!Y->T^2?D|x#0Z+k<UMTfyTCa_(|6FlnC*}zk5#zsO?iIz3<*Ks6DnoGD1_<
z9@sW1=lV%MV`|j8UQ_wuKwV;e-7O(`D~D5nUc8bG^~Pl`^?TKWDOB@1*JYC?k6dj&
z-$%KE#_2}h<5P^%TV3~8kC&R4i0iu?R>9e%%bUF4{F9bD#;=z*sGBU^ADRbDkP;EV
z>B}aeAA&Nt9u~j%6YtA=$Xd>FsN7A4k1vM342PA961BEanCjTIY2)Yic~+f_mSz_v
zTsRapZNQyvss7BmrhPit3EC_=VbwT+4li)c>Y($zqmumDp{a_V`M9b7>q>28_mW-F
z*>mU6@#D&|;^oeBIw1Y7c8KOTVQj%0%wfk*PxOD82;X@wIR;#}AQXx19NtJaEcvcH
zT^BxG<v7>NJVf+Quf^aAz7g9$Ipe=vZ7yBiJnwn=I4q5;4{tc57z&w<=)s}&EqQg|
zLWa*vcT9X0>4+klwU@_YWzwiqK{98NXK^j>!@erL52rtRT$!vR2}B&<w#+?02P)Ow
zaxSia_rIwwVe#ztdG459f=NUfQUb75y0h`1i*BoiDbObb7sNh{D^|ZfJiyV{h8bTr
zrB7{%e%KJ2l!h;L6z(2Yr`);sO>3Eh4U2p!RSAf3^uSK|hB099t;Mys>|45uML9?s
z4T^r~C@wpm;rNlRg3y1c(iY(V&h}s~aiHsFc;Ao1^0D^y>Q9dbNpL}6R-6aq{i%_6
zvN}v+e00G`xv%TW^Pe@%%g~&GEgFX-i`zZqPcF(uUw1Rcp88WvD)E<3vo2c<m_LID
zU+-(=S|V5l!UG{*WxEo}2-K?wA)IJmTI{fy^{PE|f~c>*$(}9#?hflyK#R-~>8he?
zciJw}r^~533}^{nvx2R<gttvYn5Pd$om<>DI2`IRgG#nnszkgFZi@f*<$&yR9eyBw
z)$|*M%X8B8Kw+N=Ls~nK@Oelxa%d2>xrW`UA<goAy34N%t0hN7539GI9zTyB=4*T3
zS=`iI1s1F`LKc8=6t0|}!%u%i4dR95l0B(g)#j5q2gjwovdK!$<w`duAt|hqyuf&=
z$?N09UK7fpMwoNtb%rpz$oO`7v3D&Gm=L(Y$AVAz{H9>Q)vNi%jm2ZmYZ`dI=lLc$
zL8S~9&F*;!mXFY@S#77^)oILGdBD51P&7(V0n_gnFB(bpRA4Li7VF*tctI<V?~-C_
z<;Ks|+qMrwsu4P<-XCh4Us$cV%$>Mu3@FW{5ucPMNeDHL(M?rFHb{Mlq56KGH+z1G
zF{=FmLx`;u;;}H`buO?fFiC;uoQU<%%5I4y^lgBBPsGN08cy(sO%ge2=Z=A{+!4YJ
zfz@b}r4AbA7$a{)tKK;7Cd4E$pQ!C`eNx+o_NY5Vc>DF8@G=|KBzq&qUD29)H5&%y
z__&{LCu>7Tj2745$Z7q2e%RUKU#yTRmPn}yjjiEm2;<80O75Ate8(*PWRmHby^nO$
z3^3uadZF2P6*17yT3f)}JZ++X^v?Y(e^@C0IQn(o7e(lYiW>9Ir5g0~_1uO3yLHWt
zE9GlxI=Fx#y#F;!`-iuS(ChEL<wm+Chvb$eYfQ3_(5!%0SJiZEEw4;W*9(>FM}V5N
zOvM+B?Q(|OLr6g{0?UZwCMsUj3^vUBIIHx<>A<MrEI8j1e`b>CkjcE8+bLG6UcyBQ
ze6YTmSlHvY!{fVHzw;4O?9Z8xrIcJ-eW-K!^dP%>S&?${B%uTXzJ8^NQ4wmy>hj~;
z%0x>+8svTlL8?WF?-+SZo1u#?!-%7H5OcoCIxJ~A(rnG;@$xK|g%oSmqWM|wC~D-f
zjXBz%*Y^ymJZ{Zt@$0R=e5zDaKGszYg)UFoVh0f{cV=ZR((7asyrN%%GkE9I!FD8`
zaDDyUrkvcAA$=6lHTwEPE-{{@0y3KLZ|^3+<7oRz9eaVw)L1!Qsq4*#n7iuwX!X1m
zhDWB(kJd;``np%Hl$U;8mp3B!mJd#0+cE){w2TcBI&Y<3${LhtQ)fi<i$=~^ba)<E
z-r*DTCW@@kzTKCN(OGui;PG+aaL#M8)Kyr8vaRK<y#2<A!-PZ01QyED=xUlG1;%z;
zJjhk`f+0L?46y|5z8EQoblQ8ohL-SsV)nK7-*9yxK^{@IBYQ}|RHLcEf!4EL4Bq<v
z(t0uXr8J(lfqqti5!;GmN;-w5vrENI^ozDg{P=rP@(_k5f>rVOk3uD|xQI4dQ^9b-
z;2*h}sAlCWRiM6N?>{eB^_?aniltls5&+eT+@q|Gmh{~9%Jjo@cv}3VW@!DVi>i4V
zhQ=i3)HYU2u+t&DcGc=c4VIT^jY$CCD`lJ>;@cxHy;ry3BQNvE;qBPZqUw5;jW0s$
z8zv+P1c{GG#YOvhq>EucRA+8N^Vsir^!{*o(O2@FB{@GN68PuJgpdS*a~IA~_jGm{
zrSF-XufASK6QCkB2B$EBy~v;RQ;OIs0I7ky>8g#$F%xfXYZo<WTNFW4(FM<%I9Z4^
z#3$nRaL^b|wNN6lk1EQ&@sYnT3Jq2iiKNBwg$0qSE&brv^v3Dxtvqt{$DLW<0JtQS
zA1!2oaTvtPjj<>ex`JpzVFbp448s|uTCP*KKF9(Y9C@WGW#F}t6XEuc6*2IN^t@L_
zwgvnWwj`Kvu&MnU$d+xMW;W6_kMk@M1uZ)0>+F{py>l6Y)BLSxfw_<1)Ijtv8JLp8
z!R<;kY#_-FUPYT)mA8W3=pI8?#$evET}YWp1YGw0UrT#0UzeFVulae64JXf-YjDKf
z%G4C<v4rH(@mWPF?6Egy1F<86>BS+#>if|t=tw2r5YCDxRmTteR=x#eOKqhxVJ7ro
zh>3pLL&wT_@au6RV)8c|n0|8s!e%E=WbLyv>XCA8AvUcn$-0lMq+>6gpCXi=&xsKe
z%S?ko<u96GaPOM``e6^(n^yLL2MCtTm8cu8gF||WfT=_WdX%S6Q{E41qD$LG%@atE
z^O|zwDA~4Z9cvuh<ip0zR1-MeIOJsc^bq>%!f5_9-va4xVYs?`U3Rv<RYH`h5JL+M
zXMe0z`?d`?WcrEP`bmoTvk73rDVrDyz44?lKVFM$0pY}xOaZg}_@)V@GD?c>wZ)W3
zPiFawY5Q?U0nNnQxZOR2xuN+~GB4qlR;E5J2+ku=A{Nu(1*<O^r;nrDQL6Z9yhB^}
z*ZANxz@=nbhA?o$3T+4DM$@LT0p_*s4_GH+Sx*Za!={);t~H8fGr0VErcNM(SfHRF
z+S1Jmf)#;?I^v3Tdi#vU@Av|9L8oUEqJ)CiAJU8vw7SvX%r<vR`?HW>Xlg_<nqjV<
z#U2nf_FfA_|9t(xdxSTF!^_9nY=(u69l0hPdRM<Wto%B#)k)&tcq5hN`64E<$S(%m
z%yOG$fIIf!9rP3ruD-WK6^SK6YUueY>c!GJiNS2uwnLW0gTFy8c;R}2j^%GyYS6^w
z8rZE91y5PgtPMaa70o3T@x7P{SJJ2_O*Vo(+oaosv9+2|p^0KjsqGm+CL6`J!M~)+
zOYb<AyNw`qec7z{@3Z$6`y@h01L@&i`o`~&`y#2F**36k*%P%aAUe$B+F6l<C@N7B
zoe5AQme`J(MVK;C6`41H;X~%+x>~3HS~LqXK?eJKfrszJj{CoI)H`R6_q}*R5=8tY
zoPBTJG5bA9c7<_E;dkNpbnn4z#%#`QHX3^PC<uES5UwGh-P)>CXv8N+r7QPRVfp*Z
zfW=LP>`kY4rYK1zT>N<H*SMh`aU4Ur&=Cy)svjyO0>jn_1Oa>(R7X>_N-SMPZi$dF
zSqQof@{TgsHsP;n?4Zkjh}7_%$oukJ-ifm^ml<^25m~n7U?dp-dmnQ0&ibp+8t0L9
z+1fe8Fo)|b#AAA3eH)yval#RcI}_I6e7k@6la_{Wof4P{8kQYJWK>Bk*0#Jl89jXD
z&6eM1PZgLxh1wGm2Z`_bmFA5!4cQfqK(-@Ne@symo3m@t(p>AQlfK6lj1(I|$dy{v
zVom=)nTymXOUAbrA+)<O-sz7*5e2Hg_a8+5x_3L46M-FGulxCMR~RP<O$g^K=PcjY
z62vRqw7#DzbZ3}NuTHRa!X`tI8<|UB<XlGv4#`<86Js3Bupt53C(rBU38IyPKu+o-
zshr3;i(zKr<j`vQ+uH0i)Vg%Sk7kqte;8pN`ie$9;~RVW%d1FqwTNov^UMV_L-?YM
zK?7&ewQO)a1CvlVzHz?BddBNQWvtx%V=^+e1X`KEA5|Y1&aQNjW%Ld0{DSDkU_ORN
za`d<qw2~2(aFS-fR1hb-LT*nC-Ln$o;MLVfD+D?meyCgPrwaf-T=uar5`fg3cgPlh
zz(2C~A#uOvx-S#nfyQk`n!B^0_rxQ%Hoo5@Q?dfN#uqe}2@^FLpBb$!Bfra8-kty?
zA?rH%qvTnfhWA@($x@s%b*8Wh%#4jgjGbw!6^$gt(#2kE^n6~GVbaTrC7ei$u7cU*
zcqj8))ihVPP|MCF?ETME>!Iltg{BVV{A?LpqazE@Dt3Zh9?C{x4bY(8W)sm)wa3)<
z?bx4W!=6m3^tKig3Y;)hi3H$tmRG*TA#UGx)EZqwZWQQFEE^O>J(~p}<CS5f&QeVx
z(|)ROQ;@tXN#+f18fE_gb!j;v3`~tJs)k{l+3Qir{gwR*d^?-dy359`!`oK_a(EGr
zfpRk1J5$6mu%S{2oUV6bCMOCjc8q5Y=6Yl}qEXLB>!bO$P?9a&i<gwm$8mz)fPiaQ
zp{I?_f|?`v*~{h8;lwE+`b~*JfYmiJj!xQ)R_8o41P>gZ2TbQn{LG~rCWFEV3K9ft
zNQ2Kxcx>NMZrSr>Z=)6W5kDhu{o=ZziRbwMw%bPdy6yO^PTR^)Q%3dC<rR64U$gx(
zR0PEn_|OiJQciGOo7|&YGSIV^{y`CB{ub?zD!&UA{(25y3HEHFmveY-S{oH}Y+btc
zIzfiUKm5yE`26j~*{B;|$UiiBpbjSp9)Y#c*AHYy6ZgI=1<7&H?Sh|4i_G(yTe0nt
z=Z^1$k6Qvm=pV0=6`wX2IM*v~-Mf7#j@<gE=5G#{6I6HXm|IOQOfC$yEF_8$jZK@r
zWgaLuQ~@4QV5(kby3eu20Z_qrdgN6ZIOF^CHzx_IpRk0Dh@l+3JSb{5a9}zL-(gAT
zZ;sUlR6lOou{JL<53+nJXxEDKP90Nxpj@m9sQ%#!`Qb6^-v4M;arm11;@@2C-})uZ
z`7{+F6(KRc1$}^1)N+19Fn2I>b#pN{w*Q-QG_gToW#uFVkp4|^@&b4P|FxOzKQ;>p
zkg~{|J6O6|k+QO~gEp#?vZ#AInUk_;E1B4so4S#*sJWZC{cDSiy|E?e3oUCiP-%8f
z04a;KxwWO08z~zrD=CYNgPXaFlcSxnn>m7;i#w>Gn4_Jei<*<MsW~Yt*T1V)Q!sY5
zC1qv%yL-@{M6KOimCaqm9POPP9n2lvNO?$EB(3d06@fng)+BCj>S$(;ASj6NAMNr2
zKU=pCp_EA?+?qQ+3pGeYAqz$0qvRn97V9N@{18%5%CLWVw$RkjdYCv>oX!rYm>i3~
zbZT{Lx*Rb`?|H7)MW=<3D1^fdB3Fir7XBym|Mwhh`9|~#`7R5RSW)j?P?qYvy$^bR
z(!*hbAPMe$OZI<VLXFz~;c6Ir@&m<?^S%DrkmcoYy5;=s&iJ)@k?j%iwOjDqvMiT{
z*mE{%lLV?vQFUlq;w?Hr@hyP?rvS58XJqzJ7-Ks2=_o1o5Ypsh$K>NWCp`zFl#YFU
zkfLGok+D_iu>8f}A~WXm8*<-o!-^h%JUIEjip13KZ29f)TCMg&6Jb$WF&`z6?vdWG
zekd07AEsf>+WKP{V9oD$O>dKf`8}WC=IY=b1GASOJFzwv_PrvZFRxrTNBx1*DBlGd
z^%Q+RUP6Scn4wG5=k0CuR6cT2-nL+cc-DQ}8|a+MABC{1ScVw$FIhQ|JlXyXn6~xs
zMZTXky>(cQ$BD3PpDmwXJ}<h+IQ{A_*riYu_^Nm=e!cx`VSry$crunz90Q<F#c&c3
z(D323#5PoZ)$tyYS;<Y6v2*(rv~^0J5HA7rnAo}El*f!RhNp1dB<wW+$)IXQETRTH
z4t#hue7H4yd2!pU>$5RI{NbqLQkS`3x(l8~9K*Od&8o<VzR%4Q`T505)z|Y}>e}KL
z-_>Vw0B6aGstepVH>`Tu_qCX}BPpThX&P7dbXLJ6Bb*Nn6aUmV>4~I9BG*USaA1m&
zsMuXW<A<;_Pl_8Ryoq+fg2>%2$;V?)?u3F6xI$>4tetZI*yVE-&ld$Q)W`^)qEQz@
zXP!VmxR=Y+;n4-@4O1EJ15_ze&Xii9f06h?rmD)ejkfj2Qq0?JxzL;ACWog9-qsC`
z(34EXW%y2j204bS88}71tlJtZ4YB7QIfXfiGwywtjY^2)Rm_d_Q4Mj0|9w-z+k<&G
zn@}H9LsBHL#ryNN`A?bjvVCwFGtJl$C(+bEz>bqgW0)HnJGzx#rFf$`eRU6ZMf?W@
z+T~HX1)9`CCF?@)E`m1I$LpccM+d>ZQ2t~lF0uU89D-taX2gzGyJL0xWa{Zx+@MVC
zM)Hj)5rF6o9j*?Xm?Q-X2o9^ZT<;s39blQ_g!FX}eA~h4c`TrDom0ZlBNdgu+T6Zl
z%!Z{*s*yJEio`f}r0L*Xjg-&}&U7ckK>Z>Uq^BgbgO<u@|BR!2sIaX8cM8&GC_lkO
zQlvBb_BL+#ey!E>ys#;hV|#GW_r5eJ8aDqyeK2p&<)BgSrsiJ9B(Te^mU=Z3jK#!M
zFBhvM5-o+jX96VaIH`H(`Qp2t6vh~*nO@JgSb+YriQ_wTaS@Vl43lG0d>o>5{|B<}
zIFrAL_Fa~yJuf{J11bR{5G`@?57ASkkdE{+`s~pYIF(`*Qi9e<28Ze-Agml_US7LQ
zKs~#CkWu38kKxDj2jk5hNj?*2j}S;$w@R&bB^ia_fdGL8Jc91H8jJTsJKO<6y0_<P
z(ovjARcAy(@>+DS)jkp@w;RF+w+br*Gn_nwN}6I3k@OO7*J!%_4HAe%upNw=Jl603
zdF;3dDwiq5KMq@mgN@c)@@*&7N;tFg2ze-EYu5}v+zL^i{9QnKek3(Ecy=V_*idzn
zJ3|VMXFj$VKfO{fE!Oa(Z9*&D*~b6Gk9kU5IA}hg%Ati4E8cKrNwi(6n3Fn$!u-Tg
zD>nc4PS|xz?j`Ugpx~^v=dHE^7znX!rWMDb^QK`R;?C60eLe!=B9UYjyiof?{Py@d
zP^KHE0X+gdLJ2QyX%XRv6dtu9n`q1|k+X?)aq6OUa8d^4$N(u<pIC3b72>aA3({zw
zU)t@g#<3BwB+3zA@!)6)!ZNb^G$p=SsCSU7xWJ|x6Bhrh>|Ed?kB#FA#Tf#M#wi<d
zonvkkRpX3OB%TL)OD7>_x>jqSd-lA5ytytT0@{~B-EVmF<Ncu@oA}%a1G%qz-7$ja
zA!DkTM|A8LdtO=>Cn(rGJ)T<N@D2HjFx3UU#)U`~(f{I6gt`$==Q6NyJ;7}*NZPX#
z9&DIb#?TFW14@Z`)*WucNJ$6m=9C9>^r###>m>j&^A+snPlp&OXB}L*MJhH-r3ZA%
zB+ks`IQ41um=w51Z87F-i`{1nWT_EpAe8YsH_wjK4@0ccn4@pvYI`rIO_1@7uRWF}
zXyiCt=cT8d5|3$(!#wjHJ+}rNv=TzD{@|D#lsws6<WIV+w0P{;z~2c^(KE2-%bn?r
zF>a1jv2K>@jF#|S5gx&p4#z2^yFfJ<{KMl$h*hZR(UEZn0eOx$L2(wrHWV*UIIkTw
z_A!}BS|;c+lQaZ_xlr1WF6~K*wr7=4dbQ7MKTW=`tL#zZ8)Y7=z+h0&p~LQ;$%;*L
zbfGThTdD2&LhetVU}F)ZlR~R+PY1l;fI1;gLBR7|0gwf(8u4ZEyU$^tPO1o9j7^gY
z%Uh>kEq|7xSeS#D_fx;?gw{-BFBa}w)m!1HfLg8I*p|Pz40d`;bgHEagNvXgI5|Ln
zSQAEx_eyUbvpyCB<>$V@Y#x9ZeVYI1uG}+P*ha8JCRN0m4#1xsEOkN)IaDb;8Tb+{
zrBX>U7@Nkrblz5XfDB-yib&3t?@3yHN&HSM))Z8w$1*mHr8nb3j(H}6S0TO%a~x^o
zN;B+@!ZP2p((s7YWHH0*G|EA%qm_*`D2%y(Tg}l2p(H7z{hbWE4G9eYW}(i*25&!*
zqz_Zit}Z{d@;50X*ow|lak}s;4=;mQyeJHAdO713ki`qdS|UGQx(ewcb)JOkR3*G~
zJv)08o6sDtPR%z7`iFgp+UUf20ix%84tY6hOaDqjG14wn4kiF~j%yF_VzP$zZW0|_
zV1-WaTYxY;Nl0}IKOGTO9-s;nUG#pO+$&CN1U2pa{+{24Gx=oRx-&2t19+u~WDIJO
z#%VNd;3yiCp9ou6hh0k1{=#U4pBPS-Oa&OV=pZo{)((l1Ni`O?P9^KzP=OJGH%;vW
zLQQL=ZI?Kmj61n#-~l{S!An+Bk@2fOht;;LSIWkdW!E{-`-1MJ&H%lt{uqpcmCTVC
z@Z3%t(@!?{4zg@C4t<oX>O9bwi%FP3X>n$k!b0LEn&Kj2Yh8z_I>BEm;k-Q~tTBon
zrAqNlhmzQro}{8f_GkocvBtshnWE%~_~8Q{0m?9I?c(I&O+G&1!)eC5*ff2^6xgrT
z#FH9FJ~#RlPKJ1*Hs&R#hiKW^S{q~915u?DVRa5w6_Ft)-@q)g#>Id^Vwjo>W77^#
zq@P1BL$j9xvB%DNt0{GNgkgu^B)$(C9lJ3$k88%)uH@NIss!GYxCwQ%NPOd!iqhez
zl)!UhFK#7c8>f#&*f-f)bwLLp^NjQ_<QI)O`Kxx_IHTjXSIUIheDr7EI0UOTQGLUr
zfu=J}BUF2`$xn$4nH)ctfto<Jj1oH<O)FqD`}vDqZ;#1GmRE=<{*%BSEvx?Lk2P|s
z=HQ<_cM8M72Q0+jN{}L$e7SG*u14ZJDg6Vbd&v4S{{%6JvKD~drWo@|QJNPt3PLHH
zKejPew6a6c2`oGovu!;FO{oo?aG75yzFNUph)L;1Bmrn|36rwo)^7O;JX6V};N^ai
zOv2yuj$^R;&BK^}errfXl#KU#ZkHHcBK%fvS|s-(3?2t5em>D|Mj0o&M?3jSJJ7u2
zQ$(B3153UV7i5b@foWO-FRAN!N+_JReVO@uS3*(vI=@Y1-pklB?jH{(s~dI^d<csJ
zuxfX3Bsc;~o()YLx$A_VkdrpKj%1@$6kqhZD1rKz34#k&p4t2)s9$a>LqUda*vhPe
zTP+vr3Kcp8zTHRjXN>5o1nJ686DHY8+ovdqcFNne4~7E=C+`tovIoCqlE@Uo?o%Bb
zA+cJIzZ;ag5pG7;yI*!MwcZ(RNTXJ+b-&o5x=Yn(=-kgle{RZ{C*s&jEpg53FB~1h
zQ4R@R4Ra$~c5_R_Q~PK*>vQj^4_5P(A7!?fFW_tQTfrl=3Sae(>Yul6+SvBqMw!f|
znQ!1*8-5;>8}G$~YlIKD9xo}y1+Myv<6R;y0j|>7fC&&N-dAsoY%NQ)1KvyBo9s^A
zE3C*e@t?K@pHu2af+Yu)Vj*~JaSQWs%`?9cd(R|&E5}(akAj=JMe08I4B2`dcEAB{
zeC2u<NtEA4$NzAT1nc*Fhe1|&Nvsm?I&FlSmoIYM_&9TGaE6D55#?v1oVtx}GR9{Y
zeY4VbNCl(C%jQ&#M`{Qa6znZiv43w8%7eSR)aiQ33%+M)M`{A0xW<AwZeQVuKG&mY
zv`)!c$IT?3+NQw0GhZ?QJ_45Z<@%@APuH&uU|G~)CJackIO;E2<NQYV<-_R8UJq$x
zVccU*KQs=4tZ|jWyg{eb5ssA#sNMyuRf0sprbU;M^Qy#cBE{uNLY1gbV?@TcCFnp7
zSAq%zk3z8@Af%mQO5Er2=}wN}rTV77y(sE8i{~PRNA44%x(XA5x<eWhIlUnN(C*p=
znW<IybsF$^yYsj4sSJ`AHy!p5!j|&`bx&*J_c|S9E!hOFL^>lX!Qr%9fTLd%Yfedj
zddF`3^HNdgg}M1%-s#DtZ!rnv21rGPbh2H;i?H$CW!FeE6}DdjcqdO_^^19fA{ksB
zZn<Y1-!;^C^ax#Q;55H94Bu@h`YT}+M8diI3U9@;g-%6KfNfaA%$Kh#_oYBQ_kQ_>
zos-S&xG{n1J$E~_;C5~O^GW2UbE28fPy=S0h<w5jwwQN*s~EwM8>xtL`WZozu->aZ
zhTk}}^AO+x<|6NrN+UQoebFK!a4Q>(8N~y|&{WDxgIF!Vi~<oTpPhb>6mfF4q!iH`
z<oWW$m`mK;QP1r&5sv|G_&lB0KK>2oI)n}!$sG*Yh23I{mu`@zHha#GNldl=KC!ax
zFvB<zgZHbv8(xZ7HYZyWnlGA%Sso3M0}cd)HkoeX<N~sypJOTABI}-brP$EWg|o`6
z@d`qcTfjBhsBm1rqucD@wHZ{SiWH7H(Z>3}&BMvB6ewX-K4A)QeS<`OsfRzd+vNFn
zkcH^iEb$Eg**U=A?aK6-1L?eEA;wRB2j1}pVkSIIv>0gsc)SfQCYFgv7MF~R7bgq2
zDGz<Y$8wO&<C2|=zT~nO1Cr&1$kSz7%?W5jD?hwM-0Xg5%Vj;za|92187rK+5#n=V
zeX*Omt|IEVVm{Di2?~i6{%kkwt%go53A+68N|-E)qL`K?V;@n8sS+9TUfn2otR6^O
z-9ijzpgx1SCeeuxU{X-1?ZA7xerNqdh-4PrgD8pThWU)Z3PQ~azc5Z>MUdjhd~`n7
zLm{(j?=>oV-5O7sSgV(5H7xp{ci(d~fFIwrhV;(AZXja`7*HgsKJ-YBebA0(k=u!~
zLaOtlD_{N{Q8<=}V-q47PV4|_qMTewsD3RL$HRN38cQdYKw0Qa(Z8C(SKGDn;SrX@
z50wBQ9I&Noex=9#f+w&<U)<t{MMyer>GLw7wFQzO%QwzMFedp^)8rkA?YZqSJOfy0
zN)q)5tB^KP(A&qrgZRe+$KyXue}o(a%nDR^$WLfWgC|1Bn0BioVUEN=cOoiGWJB^G
z5SYFU0mUFmBu|&2xEhWb5{ZVzByGtkX5qtsdeAr`i8{HJ@W%3#+W*=nExVk8MYytc
zmmZ_Vg609b!dd*54dsy+KwH~E`y2}e&lXLuxI>N3Fg8-$39k`vP29p`rtf+0J@!R0
zIflk0ts;?%8i#)PkY`UswY&Y8W(yK%qz1;L7&yRG$VkQ&w0?YaKX7uF5z$+J@r4}$
zrj9P;<5A{a43;OK9Ox`D*bK|M#35o$7R-7-Nhmh!_?Vr)UB&k03@<$PevU{FP7pZ+
z3%YP*#$J(jh{5_`hm?+*x}TEVqI1XrHu~iY+VmxZCBh`UM+t8JCmG||n`Y!Wfe|8b
z$kiiAUQuDneOSH9tiU83eC^!Z8y)k<Yp;hV%hLPr=hU<q=9wRY$%q_UXWQzs`agyN
z^Lb2&Fy)(>I+7N0{bi>!D`|~C!k|Mk>vGVK*rnhJCtRX}l<EW@foytCw3158%3cSm
zfTq%3wDbaa>($KaD>z27pcu<+ipNMXKG+kWhAwsf)8?C4x?Habsnn1frEv^X1R@Ib
z#FGeN%@N8vfHY3cH@q^%z>geiYRrg5tyvH6)l>6^L}|d;J|wstEIQX%bK*yiG1T2J
zfStK?lkvpq#Y&0&5p6hPbOA~%&mMVl7-RUhV!Kr?!po-+TTg)b29{IiBu<|`S~Rcn
zo?{+_V(v0Mr9fUfMStV&O1+Z07vB!rp~+nHktNgs8S<X@FX@}amQ4jAJTQb1h0$&D
z#_$(#${jEaP4i`?qNPm~2ut(&7@}0NMyDgZONRA+zxI-Ya{EFUUgbx^&+thz+cs-~
z(8dMR0CFf`_w89x3s!A^zinRUB)8PA^rR+?_*^vx_N=k~BuI`LDfcnDXcwHDoromN
z*$V-lMSXpzSEx1xQ|MQd>}}9T^>gA@QPCt|gK;~K=X9!1myw>P1$0NGnXM~;1OJxa
zj~Ie!nJQwurkeCT<qOl1-yi>zOQMou^+;^hx-n4!L#iUecwpapE9puRvDSK+|CV*;
z_L0PVB)%sHZR1z^Ph4|SA^|jT^lS#M^cE2WS7I`Xvfq5lUI?(xy(XcYh?b*E9H^rE
zn$4;$xnYbrgnky*573b9V4{QviG#Jc!7^#v7+3-88zP`*11X!T&|@q7t(li)N33jV
z*hu`7ct0ZY0CXy=Hcr<uA)BE4G|rk2Cx3U;HfQlwZoY9x|F2i$U}|w}(KSNJVx&EW
zF|_b@4_NLS6n0ny*9KM6OWqRh9Y8J>^(vMt(_R;N{GroTv0$ujnPb+JaZe&9yi@3W
z{`M=Q&mjhxlN6pZjAtjaQ8w&63WhTY9?==P!kaHk-xq-A@750#3bd7)BS^j`^awpm
z1UJ*8KtyjjBbpzf5_14x!Zgs7>CbA-T%0K_Ox6fFqArRMS>AG)Wuk62o_{3n<kcTS
znMQNO-6}ROY;@RJW2Ds+CHV$&>oFJ0uZ2R85}E~IC{c+x{uRhjJP8_jg6PmE_w*1f
z^kN%W6?=eeMp8j^r=wnqyB-D9t+E0nVZSd!ZIh9S_~^eUn5|#Yz<XweEHmUw@>ASf
zUU=amBN)gAQC0QSDZh}FbrCdWBF>El_gannPxlTe#vMd1X7X;qQIB0l@=UbEPwB<i
zFaY`>6}sCikG-LU@mhEuHINEZBI}=m0s*vQsl$1NWQM(;I7sE$x#-YTe@<r|{SFyb
zQP;EHr9^=LMq9c+k~Hsdr>MnH#odDhb<PkHoHeVkQtGA=f35bdhzw%rw=sf}y^>TM
z`pTbjS0@odE_8V%A`=nqa6}uuu<}^eajzz)?f&w*_d~hJaEju7!G-v!bT0FWrN}h!
z@HmXdLL3)Omp&RH6?$UIJ03cZ8>hvHLe^)}Kxrz4rX$UA;MP*J>P|)nH59i<UyGt9
zUN_SH*D0OO3Z$wG!HM%&Ltey^gxSHu^6zgeehU*F7g|5!(3{lOev3ueDSb~;flVg%
zUk$&Vj!ZnrGAV4apHB*cP5#8C|9LBtX%Z<4jncL6ceAXvwF-!esFNww_A9r3ma%UH
z0%LUkt%Xd9YX^<;(24B*nB)kOj7piD%()Q-AALjY54qZauqCzt?>7C0_&&9eM)-7=
znxUi}Xyo^jtpt>5s<Kki_*$hZ5hGZ+=CtyI-xx}@Bol#~s%GB3kc*Gh!f&;Y71|qp
z*b4%~Q7eiR1|(Mefv8UC!ocM=K(}%FGm`zFdf_ef(ORF8h~~-GZWYGAenEPM8dpd9
z1l@f3IguL`_G{omA*(7cK9>0}IC#dmtV{}Jj+U`YbF{N{b7v_$fJ&`JjAxvVaf5}C
zcJ6^8P8_1(iXbL~UC5cUhilifU1|sFD7K9K>_7zEac->%-@34N>6Agj2$v7GB;xd2
zWC+}GNEph2AbexHv2$>&fO7b&+?Quq|5uxKWy>CFWj3D$I{vo-5t3vS4%#aDC`d{P
z2}06bW@%~WP#U!-e2k!3E^&Xdx%}<*t3PiruZ3)1*2nECBgHV#j2S<Pkc6*qi!KxW
z5CONyk&H`B@-ad_w<1tB(he+DNlUc4e^v>9++GCxEyY0Y1mJ!%>#gxuh9Mt7)y!^7
zc<T4M6mCEy-PyvR4uMHZ(ghkn(+0uQ#VMzfWh%GaT9l;s63Y8zFIzo4V~|}Ivn|ih
zHmvQ|Q)9Ly(cRTczM<l95gmn_D6SQ9b7e$qQ&SUXTb>2=3795M-v9x$pF@-gx=?;A
zY&*+!ND=}Z^vwFe29R2AX(wL)<efi`jvO1$;_M425gOjX!K55P)<_bXA)p-+RpEl{
zF?p5S#PG`8v()s`wly9-FJZ|q3)yJ3%xf~I$IuYuaVb!&2|OStAbrXL;@JvqpoWvc
z4HJ{70Zn!p9V?k?U<y3r{fnVu16#K0{h8<yOl&|ASW&!U^^OSiQMfI@SGKQv<V})<
zvr<%?`ruf_5-F?x3jk#`>1;IDb?(H3-VIig_`unPE0c!RajwsY&!-p1cn05)b}?!b
zZKJ&%lUh?nkj#R_y?kZD4rp0@KO;0{F#~{70SE&^{GDc(oDawVB#dK7Hp#+k90XO2
z0#z;xgYwX{-q9#);P%O2tz}XluV$%zVxA}52Ia&HhO7j3F;YqT>~w+ML8yj#8??(s
zfE!f!U;^#H!kjq0P|&`QV^YEc(ufJW#w!SJ;GnlmJmzqUpx#2a>5##=BzjO`3`hgK
zr{fuA_LXH?Jy#%qjbwB3<xxIuA$un62%-A(Bp^`I2jtKC+Mk@42!~D=$tHddMcsdk
zw3)`%xvkV1QS)-wMN#NLa*U_?U7EWbKJIE^64SO(h*;a`d$1BoFhmZt|Cn_!>9SH5
z*MJInz&UVdfbn&K{<4gKTg%Y6lqoZX-y-necy+E5mZl<!%TYWn!DMQTnaYb@a-57G
zaNEhbS3EdgQFMLGDQK_SlO;QsSAjCn@sI=DQWlzIEOAM2vFkY%75?Cl@1f}KCY)Cp
z!rENV0z0W9%2tJ21)g7D>bAtmrWW^G^Yr{2uVegLV?;RJAT6Yha=L5kh|CwHs8Co>
zC)nCwggvp86h25z=b7N)cy`fI&k-R!;x+v!Q^@SlF+Y%9l4df+`Z9BVnZnXa(n?~-
zvc_;*JFLg>N#F%X4M~PR?OLabfDtGD;mwB6|ANYxo2V=kq`Un5UEu^s8mOn_?Q%%@
zQ;ba!Xt(1()=6~Ah}kjZ^G1yBrHnV_=lqClC>m{7_B~5iHHbEG@~YPvN-IJTi#<L9
zdWcrSJb}|17cB+t+xrzXbSB*~wt5{*FC*g!qb=*8-@-M+;j^onJV#ziq*y%GVMV_J
zN=l7i*1Yz6Ae$rD?+kZ!a^+CjnbDv@uZ??#)T0gXl&6=-z&@*=H7`-A#+nbQQU+F9
zno2e@WR*mMG-^1Qrs_MNXNy=-AwYl{a+31}b>;FTjzkRlT0cH#Z0raz%IbJ?<;pG(
zVS&Rlyv$Q9Tj5iF+P|O*RCX$pPn^O9WR+mwb=zVyBYGRf*%XX4i*Vhd_~3`Uj<v}T
z_!L3tZ#MWMasn6|ayX*ln^}9(%x8XIw^7{^Ig@3C+;3q-1p?ZGZc+TUel_`hYVm9%
zpZocB75XS?PxF@i7k?_2Q4lRekS%p|dx_(DOje9GugJRLUSU}>f56#t^{EKoIMyZ1
zSBPOsqqmbltQO4|=}hE1z$4PlWTnv^v%aRz4bPvYTAkdy;`yM6DFFEu+p?EM6G6Ba
z&FH7h#MlfiRk>Z`cAhLmE>m*!qY1R=pJ1^sxwu2yW;8^qMiOv(dEz5l0>z>Mf!awC
zW`{d-bYcc)Aiv1yW(HKMpEPxEg|1&^ZmZ=7;Vrjp>01OlZG-(BLwf3vnsP!}R_cg?
zoMl%+(KFe~t{2$5kHF^x_&mOKxB7oqH{u%RKw5d5oOH{#lp``Pr0g&T3>8Pu`L|a)
zd$vT_?pIkMOR{1p9EyjUWVVQOPv|BUn$Z&lQAy!6rsri+;f93Qfm1$*E38d$Iva`j
zt>XaZ0A@2y<O;zmFj)vWB(_(H`QXXaY^+j~1~2)2;_bJ$ICJAYT-ZV!E1w#hH0P(=
z*Mh^ROJ(}ViDp<yr3hUbA2*W!=+ktk^$lp;pY$=;O<+b9uXBc!BYa9zrZ&frB!xya
z`~_6PEpLvEWh?}9%=q;F+%w3rZ~47S%|Z~m_mH|K>SXiqv^+iY%`F;m0aT4XoPL#M
zP`3k$u)6lA@yu~)Q&GAn$=|U@rl-XBnTTO*D+I#;h{4DYj7(mk6YAa#JzYOH#b)s6
z;LbEzRpdb-qow^QGe!ffjT!xn;;oosfMA{YBAeNz_ss04uxlJ>e3MESA~XrW>68ev
z&X7({^#V?pw%E_^{c0-tWJ3J&JC7gUSm7mY$g>u^tmrX)3+=#sEI-#=WC-g?3SB;{
z;S5lTL*$LX+RqGp-Nd=L9vSh1F?-!IHHc)cDQymlE6tG!+PV{=IZN@XU}4M85)QQF
zmg_XQ?LeR`mYXgYvZoabkiVKPyExdRRScKPZR4dkjy=spq%M(<QkTSL#59lt=mMkq
zQnuX0XXPhI`zN>9SJ}WRUcQ=-s1g7B6`~06PhL_SD_&!^{`^%t$t@B=us?=}ka)7=
zVB~?_>vq(kv6YfDc7D0Y;SLF5sQg(5n!KY?WqSbb4nqtL^z`O4U|1jN$7p52*14?4
z*Ho7-mt|GwU2*>MnEf@kKn13$EjsgbtTn|#DRqz{VY)stB+5f6CY)mQL71aj4i={-
zvTAIjJn*Z#S~t0Twj>159pL<dm*CiI5@@VPUm_ZqWuI*+mnhrtjlCScq1GZ?CyZeP
zO1tldC8=*1l9Tl@mhyn^#xd<J_47_9EK^lzY9}=v1B990?5>nRei<xmaimyqLCbbh
z`5bEj76e($r)(yf$<oVy%-}*@ZCwRUjC}eW_4wdeI^Tn`XwD40pOZvARn1L|R$5L$
zY@~&&EjLwSAu8dp7~Yx@5KY{bUF!hppwGcJl9KQ=n|6H&g5zOUi+2kO4AH~5oYO6A
z(&FkVHKh7EgZY8l={Yczd5lTZqf@$#lFTL&lr(*b45%Z21cl%sk&BGOc=mv^JKJRa
z5YyFT0G*3+`AgKls8EA~>L_`E4D<A7S!oi<6VKOQD5nVmh4D{*XqWSLv|~z>ga}H=
z70Bkh@<lGor_PmGP9poUKQYuA)_(6PkX3$&!B-kH8ZoP@`@r~ds6Gug{T!PH+C_%1
zB%i+YW50$pqD`dKxhSk9Vu2QqbSc%7UNG&ON9snT8#592B!XhOCGE0YMwTX7g+v&+
z8n>!nJ|Qtm+mp#9N?C<2B|*=$^E~jDl2*GyR39xf?Z>9*DXpYTQru@f5a)L&W0-+u
zxgGSkd)J^xRM19xAb<wZ5vO(0ls<y;G9g_r-Wo-s^D?sLRpw&@5|14hdwgl^gC!c7
zJ2Ss5Ec>o-`Pxz>xqXX$2Jo?UoY>8KxPibAud$RmeV*DMD3l%bmyDq%5ckJEJ_Mmu
zIwm*P00cS8-7p*<S#O43Em5akk{PIKBhOpdgCyt`aLV?>pL?WRqP^$7!a>qt)Y<+b
zM+}kVCPtLk;-vk_sk@fr<Njm)w`RwXYpBnl5x5RzApO8D^wUaw=OAX?R3nqmIh?=I
zn=&ySiiMy2V3pphYVQn`AZNo#z=j%~J2au(N<_KXXV)z0GBt@fx|by`ByR*&uB&=P
zM8>?pJgo^q3|CnqJm|8muabmiu4o2F@Da$E=OlL3RFT0Gig6!JjFhXikcCI(#wCh4
zUftkH$|9KdQT2Q1Qg|pnUjAcI-o&l3CK2Vib&VrxFiVP**(|!_QDoqLEtpnDt!UC`
z_GJ~!9ZiihJM<li5^o8WCwdl6V^~e<h^V*`h85-c-kMyM0coa)Y624y9!@>Q`3nlH
zGgC+G$vgjpz4riXqFdL7Ls5z#0-}OSKtxoK-UXr}(m@0Sq(lUy2}timMM1hqlNuEP
zsgWj~s35&aml}HSC6N9PsBhWl-DmIpo%3Jc+24T+$jq9VHEY&-?x*J&KNbFDbfPN%
zv+}Z71qCZk-e9SP8^>}&LT8VOypsDSF+neQE8*5bY9B%FFCOWgs|`vMRPm1wEY!?a
z^)Vo}DcA^f*Y8PQak)G7t}^*l%6cvQ+}Y@MX5>~*)N>;aj(|_x;#U-^Wcwu`>4sAS
zI20SXws?w}8@Hx-@$rIpcpWD`9~cq6si~Xa>XCjsMun0r;w_C#22s15RxCDc?TOWE
zQ?!M%S*b|D!|(K{fS1vQf$0@(SMML|VGvYhuw?#dV|fs#0yZ~)WZD@mK*=G`z!iG*
z<(LM)lZcJ=*@t|QmDjlKFQj;Ygda4e##_yhDI^zQ17^RuzRM_|GEXT`IuoRP^%&J)
zyBBokO|vh%ONx_I5Z~E=64~@NY#ZbE;taVSWP#RwcF|iav}&hEFh#>6+G@38>^oYG
z=Mi^Ty#W60FgX6ANkT$=NXjA8!JpqeUz#mk^67=!N8Qep<S8+U>tAm(qONJ3^%puw
zb>?UdBcJ!Jx{%v+?ml5UY|K6_1D<Pik1rjHy7N{c|2prZoWuI;2j4!Dp>F19p0G?R
zb$COFRv0%8vSH8WU=W9#=6@No8P)cQJ2|^d?N*h?aq0)@bn+QM(fMFOG>b8uwC00b
zfZd=yO0yiw@zfxxkowD_6~9xx=EaMZA|0Erl%BIN=qJrpOrru;HR1;axi3Hja7Qa$
zYl`^@M+sAl&d)`Tm{Q3{o#?GycYVini>%&hQ0mCRDEV6gH!e#mn&y=cXqXFK0Q3^v
z1qfs?k%Y&ZLQRk@g>7ciwGSK8ps3@(5(nEHM_T4SGHY51myPhkT2iMia#6q06^}G7
zGT7|xOs~J8JI=X@dFYXQQfpjXE&tm_f+newt#U`i<ktBY7aC<>J~>C%@o_4h40Osz
zjX~I_z_8$j8dX|$$MVgUQZ}Bt%B2e{<Vw9!ZT><&JO0^$4y=!(ThBEgjbLNf22mx#
z(O(}FyxHLI;}h+l%5LB2wB!jao0zmazIIMr+^57!4a>I{VmD~2!bGL|)S}sX)>-$W
zR0KGM>gna6q|~V~oA>TFn>24HMNgPRDrz>Wu&xpAm+1VybEaON+str(`l;LUqUAg!
zr!f_|Vf|fy8cX-4ZsU?@`n~PWiL-vf)3Jdi!*JK_I|Z*0<ME^03hPaR6I8J`x73ox
zG&q`Sm++B0h#THw-Iqtsh0wdcP2gikexG|jS<E^dR0#34r&gOPRU*tdUtFF4%3juN
zR$29GI<!UM6uW)(>?Az}n(1<gFKP?zv(uPEac->HXBpb=Y1b}bvXaI#;Jcx~!1^I0
z6z+WH^7_VBO6h626Y_yoij-)7zm2UyCWyecI0TXGYSNdC)5z24_laNFXuzecki5|7
zd++s5n`~`xN+9w&6BS0i!#{;2VN)i$HbeH)A@@^4|Bx2z6G)AR$u1}@{#9P_Zm#f;
z3}Yc-vETEGC4V;mDX&=SN4D=jl~*h-{##nHD3A^Odk!(Jz;z2ZYcmT)CsWTqWgBz+
z$Tt4Za*40Y>-@+h=J-96nDm{r3_5%jNRzeznS*wJNP{4G5czLE6cpqXlm{s(DJUqZ
z4jiOBNJC9SLqknXO?&7t9W5<AEj2aW5jy(A3=BsYXy_Q37#Wy=Z3faO&>?D&Am|zy
z86${P3j%{cWCzIhe)etx{38SUJ#dhUnuhiea6<7B5IGreFG`972Pi3lqrSj#5GCUQ
zCQhNN2br}@sm?ea6@DD~hMMbI{%4k39jj+W?m0c7p*?o|1S=c&IiB+uE{ckYOGrvd
z%U@Txp{S&+qOGHQTTkEMj+wc|eM>8A8)p|+H+K(DFaM{{0s@~01;31nj){$X6`$}n
z^<7$e#{0~yg2JNWk0qsL<zH%Qzt+_^G&Xg1b@%l4eeWL_8=sh*nx2`Rn_pYs*xW*I
z?_jW`0T4AA83+Uc5n*!+Cnc`l3bAHbO@J0O61o)o&53iVi=8l+ZaZcHEiEk#ttex+
zzzpu8;PfhQja5*2n1QwwI@fXaa|FHs5+i`Wh$ewj6xXvPV27*Qo+Zeb4OAj(*+kv=
zK9PO(#HZRaYIXYiC(OC1Ums`-l(}D>whDQ^l&+uZ#=4Dw<r^Bl>WRM4s$cqK;3%K2
z2jcWvY?ZC`(cm;^=sAx>{o~G!{&lub-G-FYJ2Vx~Up-iXIPCGnkTn(40K)e5R5Pq4
zIn}T=3P^6{wljHrIbjEXkSe)_h^{mqk9WBLf`$fsXT3k&TK}aD?fJK9;Wxq_AFNOZ
z*A{*srJ*KA%vWDZSr$&err2A0C?p`hk>_lW&H1;%7d}6qwc@YOOz%)&A@%<ie0CwR
z3m<VI$=|>uEch4T5f=Ivz#}9jA@Li0gvAAE|9~Hk{{nvgZZ7_if%Z|iV|Atn*vbtO
z6pqCxJb!XR&*<&*d(owD&osS_Um?k+pHxh3Q|l>P*dE6~&&EvZOm#c+`}OdpNKY|x
zTzLebfs*>j-)x{LHN1bcUP%DnGDce8M%bb~f402%qzs2yyUl<rNaY9wit9%o1(aB9
zc_fj0c=*BgHUpg~n?L)Ho?o2#W+i$Mi>sI;W)AVdKT@&z%eUUP{r>YhVahwX)8B6L
z3=eA#L!v7Nmoz>m)^M3Ep*?2QJ$~LX;(+v3`;z(_0f{_w#QdRQM3h9poz$hE%(?jf
zw#1De!+*?v$mNNQi0^$TAD2??W#IL|uqE{B_uBX}=Zz3m)#EZhp7ZrKxvFZ&#>`AQ
zPklgQ*z$H6(l@`7dHM0@-tUtwWnW`dv*Y^u`Vhb0ySGmOVRFYn8Zvlc``Z=L_CvVO
zsC~FbOAF9k=C;vWXBY8f5@)ME)#WDk`9Y22;mN1$4ih&bD^4zdzKv@sn<~yexxMUQ
zZ)YdF{@ZXL*x8LBOB|Qh*D-T$GhEx-h!}U+J0C0adv0r;J%bGFvYzD|af&~dXw&5G
z%v_WrgFV#HI4SXzwYW5r3B8p##52a8EK^bGw?Uk+6fmjk-}>48$e~Klt?_=ee;9A`
zO!^HNtvl(8^JWVMl{eDwg?8E=9tmW?{am7NW{(-XSKOe>GUeXDYr8k~vvJN-C^^S%
zi3GE*jpGQ^pkFo4kJR<~^P69z(H|Y{BI1UR4{kdc-FanQQVvN*YnB?Cbsfr<ScZ6F
z>`9}uJ3EEHpT0ADmo%IWk#NYn)K(M-qjC4XZ@M+@pMgNZWERbFA-|uwu{Kt}jeyHm
z7JrnyOhk>D7*+JpY>#B5YJ4Q2f15lXjL)X^N^4=@$+$S8W~l_c3iI&cP$L@oYn|)K
zVK6DVoevd-+(WW*Pf4<S<oKSN+FhZMZf~2K@yPNEd42!A)zhJTTJhFAU~l^=a8d(j
z&egq{zexVYSW8%bZ~GeM)60`bdVipWg={SEd_3nK`E!zgIqgJkyN9F4!H*v5MYsIe
zK0-EjSn8?R-mtGITq)&Mx&LGP`J;z{r@pZ5QTXdK978PJB755$*RPbyA2y}mqt=_i
z2!mg;?rk3dPT~ywaB%-I_E%${sE%;#V*_9d`<x13zxxaqkTv^qV^=WlOL0Jf*;hsY
zJp2#UsjhGiX+l?grLp*_X4LQMw*WjsZmG)iW3i*BwVRK}2jt3TW|Vt50@-2H&X+Ud
z^NoIcY;8uPTy{?tyz;t)93H_?G3MuCYqth_>g{E^RY!n8s|O*H(#!7#f0|Zaybpa`
zK9H7sx>^%$LqwLKa*h)9=`#YxBs1LC<&k>-ni{TOrc3^(vCs8Y!^bt3QToP!KJSOU
zg}LIq_`_Zp@Z3TZ0ttkO-v>-!SV2_}c)F|%d<Be`?6ryQQmTYhZOb^skk^N*jrFbN
z!IG8VRdEM*D00ZNz!TThR3>893a%NJ5EK;_swnkZYMVxPB_mTHu(6-!sO&KhqR-46
zx~8J9FLwHzVq#eJ3Pg7VlfVA?wl@~vG__Dd`aa}^-&y<kyV0;Vk=qJc9@2-#!`Z>?
zY_pdMOMRcqkqo`3l9P<}4Jy3MCeX<h?km5H*oXtmBUM$76Z2E3W7FsAHT=YvAY*c_
zSeF@F;KlQqWtc<9`+5<0zn))nDX@x**(wfcKIE*uH1_5Osf1xDqkL@HXOi7ovo$Fh
zTKS=J{O1GEkT)MccD$`sqgXM)pX8HPxsj3K3UOi(53H}tNVlA6a~qNRZQif&G&mP_
zX)~J*+rvl}AC}=>1B3=yLCJ15R@(?oHLss0aKNWp5AO%>#9TU;98hCKljXY6n}uRB
zzixSfyauqM@228BarO3apXp_vS#~SB!-s!8Zt$nkyQzsw(2C(p+jG^`M50FJPg3Hz
z@w#i;{v(W7N!ZGs;#pe$Wlo=ctN|w}mLN-TlMvjYJ*$J`2-ml;qMwt#XW#s2{^><X
zqQ;*za(`F%7ygz#FUqdJMO0Yy4-S{Vs)8W=U#f!eZ|bk?A~X5l;;)>28w_~p{+IlE
zaXLS~^Ked&DKy7&JsbQz4!Y4o)McJK&f6=3(WS97kGLEioOAWG^?3?0r$bWbBz4c_
zHl`V!nXGf%%xUDZYNLKXn>k+MNlm71EB|(=Ntg=~qk7KY#s8c*KAYc`)s)96QU{$h
zo+od?hjdkbm(ZqEy&kDc&g7^!(KY?T;$}DVok~SIL7Uv8S_*&sb@5_(QC=EGJ#RY)
z_+!}z46ny3)oZHsl&)6C(F}aPniV!iFFtwXv2q@`){ku6%=1h{s2j`Jo%AHMQ-Scr
z!F-#qMfa6i9DA#}J`ov><(mcAuc8sRdga*VS)!zCMIux%iM0b)^GhS$M#*hMxF~}Q
zZ7I~xygzN*?{i_auIl>=n0>s;5B0^%HOY25%U>hzYA5%t>_V|=lZ&gZMT`}7RAVMQ
zz!&9{U#*zbkFL<w!;ajGAJ6t^u8I84#iDkvGIjv8%_%fewNPWi6ujJ`q|L(~^LeLP
zL6zpz#R-<FaKTz_t3T1%<8D3Iu_N@85G^S1;#Xg|B3<Q?;xYD%Yj&;0L%{`%{<?VC
z3D1#nQA^2l)sIU&itPlPLCSY9uzIYQ;joIXV<UpoG2l%3>4V>fjOv6^Y!^r%%7OZf
zJBqxIBoWu*w4Pw8o*wb|>Qlc4R_f<_d2y`~0l$Ck<q==o^wpk%cJ~upnJj3AfSh|p
zoxL|xIc=MLEXK1#lt)DGfy8ER?o7`?<2B@pmK49Pc+%W{FsVm=ZX?g%D*+1|E66M{
z3hz-IzxO_D^|D_3F~}NTu6PUiL`x$<lE}6W4N{@(ysP)9al2Lc&&WEh;O=*X1d3>Y
zjj(Jjy?cNaph%9{fP@xR1PNGN42&{JIrYtcU|u9YAFhH;RMyUzlZ^8(sqz_HBgdR8
zkF#F3Z4fF~quqj%&)xTa{yp!8?X0oNoJ*DDc}Y&&gw>hnE!!!E5K3%seOOUXWxlnp
z^H-m!9K#d*#!9ociZy!VCrg857ZzcMhQE5J^IZ*4>5KJP_~P7p_GR7E@ZwRgfG}5^
zrLq%d10Rx<;^`A&8={0~daLtxY)K&Yh0QE5Go%OES?&G-c!V+Hmap?@1m<AGwr!&v
zHwl#YvXWf0+B*7Agneb6w_-IA?<c>-f}RQF3^%?+F>%25Wp9zJxN3kviPXxiSuB6d
zq0EyahU^?AU{lwRbKyPf$3yv+nWk@zZi#)lbH&8f$Q_X`2ey_oQodl)pD6=-FRE3f
z;-wesVR<W7RzaC(MX$>y^;QRl^|I|0;-q!Jz_NBpmFHGbE9INVb@bkW{xaqdS{y51
zL36!_QxNG3f)^WfUS94!SUj3|dD8vaah`8_Pj(VNJL?yI2p#p-ORTs5X7tR|KLHyx
zhQNCxI^X-KkwCXeAQj9=4G|KE>)C350-0ok3?t6&#1YF?R%zrg>3@1`1&a51D__8C
z7=~`W?^ug2!`ZRu^<$MhU;PA1KbA+{mjAq!=d8I#Xi_VSo{%eE9yzu~z92|Fc{zxs
z9)Ind8DnKuYQpL;mzuE6#mBJV>Z;Z7P|mKK6I6DN)t6SgP%1l<ddD+7xJOI%>V5i<
zvuyX9!55GfCah}`*T1hfWG+BOjq1!|0;CSY9o)~-(dM7Xo4B#&+LOq$qCr*V-ToBs
zRB~T3{h{-M$>Y2^xAOFqu8ZVKtv>MaOM(XTbZ;I?=#}8bPdxJFg^XKbOR#!vXz&^y
zGJ?qSVI+Y#I*3c2JhjNJPQ6FU|2d8K6vTE&5~qABCJa5*7fZFf`wrP!JnRg;umDxY
zOBR-fG+R>AF8Fx!!7O+qlk{RdG*y}BIniqgSlXG}AvZoyaG2UQZh@a4iPt}NurR9r
z+d)c3lfW_fDFv4W_O({Swc?la;sU~XP9o4V^8;#6mKA8d5}JM4ru5un9XGSib-FyT
zlgh(=5i$-b{cw^Mk^6u(N|CU#?cLYPF7i^m8)`4N<rP;0+v1utK>ZDMyN*88NB{wk
z3aw4FX15khuRNxDp#&b?eaZUbmbPxc$`%mM`kjg2ln!31yl}DJlZK}hkzaHu#5-At
zi(goerOwumskkZ`9&UTC>+>;3CDte76(OFY1g4=S3rgB`@UfkE0ed<n3~OH8C*n1Z
z_~-3+GS(<e$R)z1F1v|sxDIb3cu&tn=_(Apo^b@o>P~I!wxj(EfNr+L^3o0vql%N5
zKUP}aDk>&+UVbv+>UP_Ny$fMiN4|U}OLdhvjJlZ0@@<yLRM-`7{;*OP#pDq%@TKu}
z_|;GK2dkmIVwxYJ$A(|rsp=XVUex*|A$Urc;rX^>Q$+FO@k;W>FC+ddP(wVV>QVn&
zk?@#|aRG(_8@1LLsXQ9|0V`$6JJYTRD#O8Ri?1C`xU&XwE89|Eiv|5*UbGaf^^J>*
zvPReGz4D?a8kf%KY#gSldH{c3AYlNx^F;Hx)7>!==+0Czgl%XjK#TM9cHV_8DegpX
zA(=kgw4MCLvG3qhw-1&fl>J&%nG+^YOh&0^_qtzlI8!Ri+qp>sv9>xmOtBso3NH@y
z9alb=)BsNEB}PpI<zDmW{Oa})e*@#`XA`qst7mSZ4B;}d&GASX$Gl=a%uwaT?#(K}
z-0JSd6EykZ3QNO#*LKFn_vEY_M&{1ZaUNo`*yEx1yJB>tKzeuO&Z=B#f#-_i6<{mG
z;-D;#{^betOTCp9H!E=0LoxHV{D0#07shX#o*Qu{fjl}{q1|1o%-vnqW8dA=V|g;)
zy$$w=4D`Cz;*~)0Vb<oVjQ>s;XZ&EM80*<B(df}dX|_Z8^VUVX8?c0lveY)1wz{y;
zirU$fqCaz)--&O({r_+Vpnn;U-ZOf3?IRH(QSsjb(tB0gc3c0H%^~qG1f+$9e^2KS
z5)}RK%IEk)Jo*nA9YAfk&U`Wu2VKnv68Qcl9uKjvIR>52<EK{mkPhjGP&{pd@+5M?
zEhM8@%Zp>{GpyLK_oe|wFCgvT9In%gynBZC4DjQ!dBu5YvR!2Jq*e``H76|P4eB}D
zeW1Md1|8u>x1ju;2Ds&{#M=PY&TB*&`TvPs;VEhky$W+3`3o~xXm{;)7gSh6=(klC
z{#7FIkE;x<+g^pfzo^Fdrx_2^8PpiOa>RFAk524BVsBz{m4|!wwKNl*7!H<;s=klp
zzENM)eL~wp%C@Wwk2(^ZrR3%&<2~)v)^a+z<8-lF_=OYdBOhI03aGi*SJ(rsa@%T1
zueA>syd^KO_feJBzgwHY7wZpw!-ao0Pvz7IRyP+mNi(N&m3U-U>fYy~;ZSUs{1H;a
zC`RWYh2z3r9d=yHJlQ$$D5HM0_ad|Wz@ruEr>#3Z8tP#kTE}}r68Lnd_~|YMoo<g4
z^Zbs!Yo^}gryi6QV)G$5)lk}`+d^)+_iNLgV8+)IVWII?4+|Gae$ZO|te6>GmsP2*
z<YV=+OQS3{wD2OOd3KUmXI+2X$<2ic_?trk#RdElVv;PUUs2Qg#G6NpcOG9WiGor3
zxoPr6UOU9z@R2c)yF9Vd6umTRUzBRD8v>Hc66M4#UcOxA<560UOjFP-)aJ*2y`+$P
z=A;!x5a!Ccvj=WS7SQ^Kzkb;t$gU)7^*D)L`JD5eS4O8z*pHu9ac)Q&yehO1ed7pC
zfehQQpzarDrBj-(?{Qc$5T>v6IFfhV9jLDBzv((KN}<%&0vl#^5coXJ?;rj^Hsf=#
zPt|(IImNsKJ);)9Q<xXW3ZC-yPEN?ayyir9dvcnQMJ~>4HBBew#G~T-j)^)Cw7pIZ
zX>zR|yvlLq`Kk8%)cKHR&&tj+L#JBB<c%u~y=mC%KF`HMzCO0gcDWM*ZFs8b6SQ1`
zYL6yAKkH5-fw$;qxxpbcoFYNio+*uw-SCMkWQUTqM)T9Ao`{v1Amx}1X=~qI9gRNy
z<lZTY-g=Ur*4;5XJ;pHMgM;*DW4fVH7jM^|x|$$my2yH@tMn~fJjmdS0gVN|@Tuc*
zd&T<>I+Q%xleveVL<i&szZjt*PMZWV%@|AY)vd3tO0n3xG7Nq#zWwp#Ar(Zh@ul$|
zpWwQyOetxQ%tP@_o_Z=Wtor?F!e^R?r8U$pIJ^sej8a-$1WNH~YyJg__OP*wA_)<x
z-%%v`6I#0{`jP2&bFW<HO;e}c%9cO9O1CVW9bBEvES!NNm_He*yaP}<)81vbWfzG+
zSxj{cb8FLU4j#0IyBR@}qQV?vQewutxcgPsbMM+;ocX4cgPFF43x^?xz|HG7fV*3G
z0A)M(s&!ub`6>VNQ<=l~k35)Tcd+u#!W?^y;TBM5lS4qk!$ncs1*pBbcTmw;h~sCq
z&fSAIfU*8)7vlJp)u$r{4DZLlb##EP_7ax%y82Z@boVaGcEX|@LLxs4e*$}Az~1hh
z0nZEU0oMud<_`YY69JCxKKiZQXBN0=>H<^*wcoq%O(EdW58ecf=MOWo*Z6Bje$D@n
z>wa~x*D4H5uc?cZwFigc?mz`OggC^7I7Fm?dC|5qHMh361a9!-asJr*uY9e&3Hyt>
zravzIbq9F|2Pbo9U_pe$r1&K`#HFP81*LxOh=_>si%D=81Nn>&cBa<$z*)P40PYXW
zJg~mN{$4`k-anxAhO51qi?xG2hmh!RQ}T-p_NMdKL;ot{D)O&5FeL>=eoGh=6Zsd*
zxQhPFP5aMMFaIE_|6IoPn-Gvd2>SAROLNJN>iHGZPmjnb4$_?vyt}`#KMDJku#bX$
z6zrp59|ij;*hj%W3ieU3kAi&^?4w{G1^X!2N5MV{_EE5pf_)VHk3@m}-Dk5PvcCwM
z?D?g4oz-IEg1<)}_hJD5!G--Z5c0#1|0|5}ciu!MA^Lla8TcMN5Kj0P-b5z)(^>vs
zbYa^a64-ZP?*sCGBp~-=D*J(@{h-=D3ieU3kAi&^?4w{G1^X!2N5MV{_EE5pf_)V1
zqhKEe`zZK-9tG?a6vium?Uw%a^%pTQF^S(3?Ek8et?;ijch83w90LEqEiEJrIJ^av
zEUYc9TsWkF8o7V;OaH7{`+Kzrj=k?%0om{WnIrnQGPZxnr2Y?OY{~w6%Gd(6aDl3{
z6qG>mTS`hQ23l%bpt$Y7_yg3!Wu&G^rtF{~V+4^il2I^{{Xbg~7pU}02BP>;=ok3^
zqt@@=RQd%b0Vr6qJEgmoe#yw)fj<gH$^)E22br#FQJFe2pAmjcee_!7oBYo-Tq3tt
zS?)P?&>lN0I>x=WTkLnQ*6%-8>i5b2QLW$KO8x$^(k~qa8L)U1j6k(t0{%7mBU;dT
z(Ei8%6zo&MJ`nbK!9F|Omk9gPa9<kkOT&F>_`gybo{8+BYQtHP=XdjIuMB@dt_ocN
zN+#J@!#0^el0e8tq9_PCkl;X|Ttcp_-=u8xwdNTre})`>Xhl8@Itsc;cICkT#t*uQ
z-i#yxQ)LeGPW61NP~H{BSu|&-_dDz3S&AD8J-4C`n>)s#7?<vX4DW0#Tplmy^p6fr
z;XL(>1gahE9l!ie6FVK#N0)bth#ZZtye6gE{#;Mn7dHndQW@WDnj*kzUdh-Hkz?V0
z4yQ<<E|rCFJ%I({sjm}yTO<&jB{Cc~m*xsHSH+S*fkM~;UJ~dFP`gJRs7nMX;0CS^
z?Cs#e^FTIHTkqC`V9?cRlrgjqFJvm?1mEZ^@Vt&h>^#KI12+g$bvU(%i&_K<qB-bm
z^2Pz(A3nqe95#FRVJFfD?yQwa9Du|dz1$mABH!MiI%~#VNT798V<HK}*>|=8qX>-S
ziR;D2<l?|E7w^`fvnguuB|_6w4C|E+b&=d~rRke%<>g+vrmNTc#<;0CdXJ`0@i;Qw
z9{;B?ml{nTev>tFPS;dlSoZt}ePOF9dAbCtn+Me|a|Wm%yTU)vC?52o6rJn&tm)E$
ze?yu~KInZbq%`fVOo~GYJAItdnm~YP*d2QLS~l9Rgj8F5Tx`cAD*rSIRP6?i%609k
zky`jRm9*%IdM<ay*ocN=n7D#_?#Auq@{k6(fN!xhsgJcW5hsBRaM<nhQ;si*$d-we
z3rVswVeeoQh<mK&W(3%0NfYj*<eAW6Is7bqt79SWgk<g4an{zModE_6Q4?p0Ynl%@
ze2za`czUe}hKgUvlazc_p3@FvZ6twY&H-at&@??VV-8!5N8(puxaA07&y)nB0qCNg
z3Sb}I$<%?x=0Ot<=)IG9u5m6IWHN-C5%E9=pftWy4`{O``0#cok&QlZbO*kCGWPJf
zrflgD2x|j;y|c__YRwiPEfE!uX%YyrL*<y}F++f^EHq@tC;(5{el6uv;j5jFHUB!3
zL#y@Ae6Eh#x#qYU`g&1ZR0YS=4++qH9ZP{ss68g4z+8R&6kOr_(s^)1=DW2e5(v7=
zkVyhrMuefkr)3Tkxri;k0=3e<gWqiuY?aKFX4C|&P&*SY4`+QzpngPD>qE^;S>q&7
zF0y57H42@zh!rkvd-TsLkFBLWE(=!^v%i~RtK@D|K^!N-n82m$tt609C!Cjpc4GX}
zJJ`G(8Dz6l%NWw%2|%-@sz3xhZU$?XyhH-6q$;9a09ZPD-}1++my<vlFx>P<V#^+2
z6+g0)K!>DPaH}K`>L~2~9$R2|paEy*N6w*$7%@nHA<$vX;IZ+YS2F~2@s-VU5sUr1
zQ!us^W(a%U>jcXw0+y4#z{A#6U?4GeM7)Eas%5=~1TtnSa7kdWu^Y5yGoHbFqpr>1
zDi*lR?)>{%P8bCG{o2QDV2(x+Az~4SZRkzMd7~UGEnQEX9QCxkZmEg>ayint>^AFo
z#tB2@ytA22mQF6g-p`cS;#H65>SLG857!)Sx3m?(L=f}0ktEP5M4w0{_@mC$015PF
z-9t^UAPcpXznoAXD(<(gj8+6#GH+}wS^X}1l<HR7@FsyyC=o3qPa+ATDOFxNNsNsW
z&T(aH^qZ&!epEB?A}vSaa*0m-sk)P>-mDkSM^U%3brOfZOu2U>2XkYOjX6P<1Z?`|
zQ_+tJX-kSd@&kadw)WPkJpCN~6g~i1>O>!7u+mpoN$b2n^z~_X_Jv!fEmnp$1=moe
z$z8;<DyMR_G?Dio)^vyDpm5v@;c$UVd_g=og5Pp2?%6~~(Oef!OMs(1pwoSQL=g}t
zXJEeb=XuSlGBk<ZO_~WjdBiVXLj#ZqyxExHqcz1Wc{KdY)k5Z)n!ZNI-s1@+ALmFQ
z^7Grm7Y1$<%i-Bun9rM^|DlG^dFAtaTf-;aX)?X&Z;dh=d=Jk!xVvF=ZIVvITp2|p
zC$XA!(1RXu)v_M^$*ixr)~iG9<^r!FWiPG#i1kEK5-2?=dOI(n%vgcDC70k8ugJ(8
z)?0nXWQdC18;8KmfR`7#h|TukKFq70+OwWhGhxVHKVp^5o*Z-z8}Dcw@fai~_PzNj
z0L|B|Y7*;Eo1GPAaS%Z4PI*LIAVVifAp2qi+g)U)1u3|%Jtcvb`V`UEc9FHf1sM~7
z_skL-05L1+YwqRo1%_S#FM8}@Z0qH?N85GW@+Qn|mlOgSauSa005|N_72e}(z)La1
zp9}&w9I2d-H-ZB)n6l?yWT(N-AfbFbJ5Cv~fNy(mwkP`Cy`T|!xwZFB_GtkuxVbM%
zk2ea|he_6|1N4IvTlC=ZGwKDGClw(ZozffGrrZ>{x@w!3FR3)&ifAcFHuBaxqj5Rm
zf>Gs_Q7=82j8@*meceW(F1hI#-Nxd;9=d-QJ7~ulJ*GN{2pnPU<g-ihbZ~wC?JW!i
z?W}Hoa{k6geidU#lj7s#ZktA!AvkG-y~hPXXFCuW;DXppc5Z|%T{7I^0yLOdK^`0!
zh3H(+gwtP;i^aFYvlU}c)qQPyx4f==HgPhS>%Q3%ziBIsIP7{OroPo#&K5f&8rj@p
zSw*m8Q<4fMfgWVLL@Tz~7+UM~T{soNU0jUBZzdCAxNZIN%Ev7>=ls)2pk~++80xug
z!~(K!Gt4)h2YoJ(1iG5oj@wY|gCXXq3NN(2y#s5`D+9Wl0krOMUZn}C=V(iaC;hPh
zqHhEkzZtQtXAYJ078b3{3sgR_!Ng6tH^(u}FAp<ndntNLj1%BR_W3T6S@97QkWB(r
za|G;FoS?L)t5D5*Ei|$heKE08Glv8+?=QZjJs$B?%<f*#LBxTu)}n2Az2rL7GM+f>
z(|)2u^U@5ouZp>&X<o8jbHRD*Bl4tN_dlcw&iSJ{T|OP9<3$jDfVsW~Gm6FY<GEKe
zlzP&OJNVxu-t5gC^9|T>prK;|FT-+t;q~i!0}oAfPq|vQ0MC2DGp{}*-pu&81>u1s
zoWe(*5V4x5R2;4zSv9o?FcjFryfYuA>1`6IZ`$)_ZQ+|9AJamD&n$eU$_{upIR#s3
zz{BknkqDvzrVBPHy{Sw6N;-6Add;qj1j<&@2DsSmtR$_d_br~4%07VJiYI~4ZJ7#3
z`_;FCP%FbNB+#mKzru-+O(YP&Lc6_bXeVLzso$0Ol@emxCwA4E><?w8VnJQY#x3ww
zX}P>F(@*8jc1ICSwt*pOj@)uoxFB+C@N0=OF`pBL4>XY0x}T*s%ZIlF<BK-lkU$MF
z?R=v8Z*-H>6DR12&`7rkK<tl{S@?%Yr)s4<PV;C7*nok_4IaJ_D1c?1wOl~C2}c<1
zJabLm;jLrKOMYLK^2Q={q@8{M(oTU9$OjaH@^zl5x;rpv{A|}(aVugoyqFSsY<Y#q
zzSA^(ZznL_kdVfo+tnPXTde+kg;?9LEYpDX8S4st>sdxrTF(j|gw=RfiRGssI=SRx
zIV4FHj7h%8)oV8Y=pU~4KdrR?|EnWl+|fB5u;OZVg9iA5ox@9oT?M8()t}etUZ=0N
zjL*pNXMJ1wm_sBG^~S99@bue6d|AoL2E=ot%5UP<lUjNC2^NhT%+T&Erz>lx>Wung
zvYc-Sj9jSflyzuQ2ICKh-xL+?e;qI{b(REr1VifIOLcvd!}{Gf0Z<;N;6#YYsg+}{
zb#Jf3&C7{c7|NyU1Liu85>UZZWIs5CplL{;nR1<OjeAZ~gnLt*%9kYGbwcnP0NZh$
zyE|LRBa(<PP?_Pl-6R1T+KS6BGwGa8D===|=E~S|IbQbN`VRf@gyIZ9teb76RYg|9
zJnB7`L(sw-kI`V(x#O1wX*Efp*Rp<=bsjx;4)bDnd?GTMJ}jRkfehiPx|pD?H~&cR
zl2K0{?tgE6`;np&9AITdq0rTrc=H|qoP{_|)3H{T)Pe*|R||%Dhbv-dcmZvH%A}q*
zv;si@_*DFw{@k5xNfd)eN~gnN>$%r=)J;=U%jHk4Osk)9z^%iOCPiJ5Ut9DNNFYM_
zKrCy6R44|qkS-ektYsUSo2vY*X$5wtE-^B$xD2|~Q=WQvrtBn&1S-*9yb#x<hz1Zk
zi#}Qt9VsS&o}GH?|0*9nFPBL}C3FVb>p<^x>{%@`=d_%>h47@rR@<DQwkRhOLjujE
z-J289<pT5@?w*pkY0Vix0h5``vnh&yXYP`aS0Yz6CctEcb!dNY@?D0;nhU?~ki(_2
z*rPU%w5XUX5{Mu&R0)+EX`*xG%p=8pH*s*x;mYcZH8?c}iLFZYb<Dt9Vg<a6?yxy~
zDWc(&fNC6e2&cTj)M~}?&)Nb1m%&BRTzzTIOm|h6P~D1Sg@VJp3}p2J^3o>TjO@fD
z!SN|PtClO~gke8qoF)C2b}Xu42fHKI;xUpob_xC&s;VjS6uw1NOj^ZffSt$6#&9vS
zUA13s2n-9MRLV6+-_}MGTcu&m(tP9(qHxh~z&6M8@1Ja5aM)sQiAgphhxOqZy|0bi
z4%Fkffwjqd(F^Vegkme<gIq}t5?^v1XnWW}NF>12Wb-v_lT~I2J{z(wIaPpiL!H#n
zIRL}lkI8zQ87~#ftX`2wH0Y5wdSqkhVeby`Pe9^6a*1VU0@Oj*c0HDc;AbM0ot4}~
z#3bTOp8Y6bK(0$qT${=9@csgwC#ql`G>g6Tf*E?UryQqFluOug!RkFNUZJb;mJytn
zE^Zz)7_7i=gL&FXARlfYdt08M5C`laKEj^nRtMNZuZjKBKXiWSaZ#LpAFMNR7e_V0
zv&1{rSnR;M^X0_y=`&F}3BG~L4vJoc_Gg)VH?$8-VGB3#bq<4&h5XS0?drs|{_l;%
z0)Uz5kw6p(Cl3qez*pyxxtaVor$t8A%XK+7j#hVYKgi^m=Gu6-nW2#!%5|vFQoT?$
zdSe;24clm|9J<fbZ{>C^vRmHy037e7-=9Iq-+*jNZ(y>HH(8ND4p0)v4~*M5eX55d
zI%q5C9H6QmNJ4FOo|toL<6Kn3MRy{OZzt#oHj+THm%z=b13;^W#yaaFm~ejwwXAIN
zkqucSmGaD`@?{C)(5o{24{<TknVgvkM^L@?FU7RQE+H0TbGa1GAcIy;Z=Q_cS5%gn
zJ$*I|j}(|usXGcND+@?aC5qMO%8o_OJdFVUta$kw)rx`?=-`+lhFuel)(c6_;7fRi
zN1`WP?#|e}C*+<u%U*|MoK_e0-83Fo*ZH@BU4x&PZCv$<9qVxzqjm3xVH4}McWVP0
zI3`%KoFYP%r-tBglFil~)|k|j?Rz`9e?1@~)5CJy4Nw$mjt4-!e4CpAanffU1vpk%
z0ky^w7Xei;xL5GNI2YrF*~a+sgaqW}>mHWZU9}_#BFv}~wd*0nFsPStxb>(d3jr2C
zvrS|GSY)@}H$~w${?KX|d^Y^Tw@l`^GQe@e(yu8+M80#b6cL<Wg%Ly$H&Pz%I$X>y
zm<|Z<wdD3X?KLoD7bNZo0g^4*rZ5h0G*b2SgYlf(;ElGZmL&r06S!ymvkVvzb2%w?
z1eg+3N1?%owXfx^!Lt)vfGBHVk$yS*z|iBI=ICP-p(>`4ZzR-<2%EI|5X1c~Up(>6
z>;ehIYzz=`KM4eJ7pgbW)!=+v4xHg8e<^C$Sqk`?@WQ|w9Sp{^t&wxd??eE6zUKDq
zkxY2$O@!ft`cJ(<E)Z!>;>~vKOo?yl?`;rE4KOh5$-c*W!G_R2KpS+e;RP6x6c{fW
z7|2HgP1JvK-+=WE<Bz~*skbI|$E73)u*kks#R#AuC-A@sww);BchVY(-p*?0AwCK+
z(SQg?FJuZVC`@`qHSaQ(9i9a60JuJ5{B%TZ=B3TdVjRdUzbN4X`#>iHW`fN@6Ii!1
zvR=9yMIYK;8jg@a60=U4mqOf$NRi%jLKV!4wR$pzIgnU3#{^s4=xa*}ij-Jt#NALQ
zB5J+pAY1L%0gchp>#ijURAWo*yzV?v0a(4x*8!i+_yrINv||Sw&;+l`=tFQ=?hF!$
zQQ^@C<j0jI_9`FacR(8-`6Dqtq&=YD9vdY1ZU;C(7A637X`Dv|GzTa%qi^6RIiaW>
z%g@@d!L%V5&Lo8F+jrRK8-ASEzIXevde~1xurA#h{(uGH#Ygp8ANE<vrMI7uzZyUU
zuT%x(Q|<t|SI7Aer<dU*&;f=W38xUkn=v@6z6uO!O4*2c*R9WRvjbu$&|jmk<d46m
zE)Fp4Sg+P+J?ZV)<({w|f)acE8z220=y)!2H4Lw?+Lp~rXjpW$^-LmxK2c0Rl0Ek)
zWs-VT5CjRcY{|5$%Zq45gt4E*X$Ea!Dv?O172s_jeRFuR2%Xnu$Xt9xRO^T3Y+_}^
zOEDzvVyxy%q)N>+V<HjRfayCJ0jd0E4^;ElGj6lFudZL?Z4K-goa_w`z8`MkC5Le4
z5ms>-Gd~-qO0UdER36>P1++WhbQ60KhPDUE;co{v<N<By_AGp}4L02OYEH-aaJ!Y2
zZ^BpN46x)6M)I9AkDwo+dxMCD_h6sqGIipvpaXnc2E<CR&4>|LyCkY5SC{Q2gO!u}
zcH~fX!!{vVZYF+vq5n%w^ptZM+&IQn*xZ%Y*>s79aU|S85FL<KG5}xZ>Q<$FtrFAr
zw*7iVcV#J0gl{zowB_1-;XT{C_9EncIE|;AWC#DSlz$5h@3=4~*>#dFn%iMvOtvy5
z<Z0a25J9j`8Brfs@4Q&9?`kFZ@1ngl_(>QLkYkDwuN8)1h4-V_E978vCh)_$`f8m?
za79c8(Gs3epAw>q{f^i9*jwCAx4^i-e!7?6WmtouOg5DS0*qkOiCveG=>k@pIc7{m
z)msS#kc`-OfIHELd#Hq?`bK>(j3Ec^HJPhIpPQT><RKg=Iy*<iGmt<95Ii~Za*K}~
z;_OuHW$a*cWtFB|+>tMZC0iKw!8BVGgUnsPHv0k@&lR@?cz2xgH0~^FyJpdAX8@z?
zlWtTN0tmBSTxwrx&@)}<Ya5^W;eI_`L^1>IHr-tX<)Xezo1X&}5b}}U<V@Oi>3kiF
zgi8Rxn@hGYi~$%ftFOTcuezW#D{-WKpV&!R@pht@jkY2cG0>223W)T4-ZJ;7E?ILQ
zlZ)=;PS1AEG2$VRKbVY!tdx9@sh8s_0lZ5ft;Wect`#?rETZ*Wm!<gJ0N?DoUA6&P
zs|DD?LR)4ns&6yAVKNtRJ+(u+tA%!m1QN(GtHu<J-{`VS1=tbTcg4i0Ft~F81B)E`
z5FMx4GPZ)3AE(zNUaRKlMnD#-CSU5EUE50QTPK0IbZNDS@e%pV1S4ysa9yBHS}yy<
zGxOCRi@tT1?rX*67S8XE_DJS?n?H%UP**T*KA?8-emCko=Ioc8|B#~ch|Ak*S6!hL
z*!538l8#{5X|7{G@}hN2;Ml?dSIU4!nrsG9Ua|iQI|(!f9~3}`tTqh-0Wn5fH%Gu9
z!*FEoo8~m^Q<oXQ{Wr-r!9ZAUG}Z6y<ChRNyik6X<~Y1&dxatbXDSYuFRWL<w|3;w
z69l-=EiQG%TD=t3N*Km;+)&~%WCiO0tj(F5R9#rApvueRiHw;$4$v-FTju(KqUPxG
z2qI2C7&QBSH^YL%A#U~klrE27?d{B_A_&9<bz&9}c6l;dcj0AgazP%eBl?Zolm4(q
z7x*HCD7l5+X%cR>8nz>WsAh)NjkA^?CZL{HdqNyd>JACMg!REAr**!Z_4G>{6G$W&
z`zr9YrU8O$MyKYiqdRd=4PKNNb^siXj~vStc|6Ai(7bt)xLuDVT{0Iuv4)8UTfU(C
zfL^~n@oF-!)qwY_kJ`kh()1Y(dGu3gzc#SoyvJ1%8LR}*cJ=s;+!!`T1}kuXVQ-es
zIQzFqQSXc#PbsyDbIn1ohh<MDrd|WnDUm=67kNUTDlE3WZ2tn?{8BoTcmvXh2ca!Z
z(|1$}(B*};+WUE^KFn#+*`Y0Zs?UIh2CG0MBjN!^5Mo`H&BJUF`ecBP?RF;R3VY+}
z(`Nw5B87O=mLFdE00_QBy#Atf(+jK}HBx;$r99=!^_YAA7u*qKf)|{PQnakt>x}C%
zGwv{K?#6YBZ>h%)2&J#31W{vnJR=AqcZyZi0?(SMuQ6zZ-n(q+u$_==YHqp2_=*H#
zLe3=Ta1pk1j~!E!eWPA|P7N|OG6;YwS1yy&*OU?VrKyxSg`Bj)rZVJkXa>bWhDv~m
zQ0MV~2`*On?#C?!$SG?EJlTT8(-+=4wuV0PT}FPy0l<KAd>SMC<_zKO{Uv0msA?q8
zr#d5G5`_dec3DY9A|0F^Tv9A@8u|R*_vZ{eWDm`+Pg5)^z0+`+*2c}0`{8IP8}hkU
z+<7eR-<j7bALxAnJny)zT-SGX@N}5r=)580@##>ZLn(=n!#;*%bBinXXTx~0h5}#f
z(peO-!|=p=R>c5&Gd@gDRN0nIV<E0!i5X0e7E*7Xm`AjSvFAy8^;An>*e+Tpdbx+o
zXpcbzaNs&@T?CtN0|(L<zWvpw+BKlz;aauDGCmy#6Uf4~>(SGFh5-7=yeT1z$fxhO
zEbBL@8$o<Kpu+^4J;{y)w~EM}(zc~g9e@q?a1COBSBv`IU^{_>;dms*0c~mGcn}`o
zbx-3(y(Iu$gq{6kIG|U9F@SgnBVJ6)*3_=>+pjFYtM1NAuLSV!;4T`4B;dWI9wCqe
z@BRZz`cKkl_^j{5roBehXU%$rO($k?t*BOsPpc{;SH^ud$+j#XA?<+Iw;n!n$0ngC
zBY3kGBLhDoj~h)v+60=-5D1%(aDktot2ZG}Q@8~Uc2KH4KH&FCkiIs!eIXEGUB%Cl
zKz3XzFXZ~aRVuvofUEiIuTB@5Wz8{%e)Y~UdbirR>C*6;-W^<FZ^O-Q&1`@R#h>UC
z^EJD+=G$BKdR|0-!L5YZQ{tiTCWbhJvnGCpX|@Z5U#81!G!`wvfRpYyvbPn=MXqWt
z(Tq7T^Le?~QgeQDMV6rfop0g`pvMhBRv}S@a(tiEC^lZ$so518p*ihPA?Ht@ba5F7
zWK#4y$Os*1(Hb6Th%#tP9800vVA9-XuXdo1sO|D8djd$ro>{MEvcRvrC4hwzUys^R
zCC2w5=$dj&qL7WS$f?SsyJ1es$rTxH;#apC=~_iA)HJf8PG31Sv1~OC$1>a1%7nt=
z59>X(s!!ZyJ5?7wqb&e)M9AgN_vXaUYe@WuY=a6QQWNTz)8sG;EPM(}Rx1kVl@5Fx
zh+hZr;Bg&<yj`Jq7h8B%lM20lp4bOi34*=`am+xEZEp=~fXkmq-nWq-6Tn&;Mg6$i
z=ELImkGmFBj9S-`Z33jBR6Fxh+uIs|uWhzf4!oL^$R<`#6r5mf-i-meCG3ie9^!bl
zH*3<^hlERjVdEvbKHy;oL$s8Q!<cq>$6SjmM=n<PzgGudVmF|k0Z<_zoWP&pOUOn|
z3jdakz6We1P^S;J!p$r*I73zS1+kfUsgHQZM}G|*<XW#}H{Qv9i2mY1LhDmGCm;Ay
zBLM>muh=O$YrxMG>h*DDM{aTA(>=e!+p~m23ZJA9tu|-pKVylCJ-yqh_l6BP|B=`5
zzd7fJ!r)100%&RlZ;+}_#STm6+2(wGm|1HlOc2oHuLpzi&$njfseD^3Z`Z@;<s{2X
z$8BdEi3B%!@?5~GZIn?6zco__Uh4CeDHqtC;(KdqGs`}vbF#p^mhM`DQC~$4JDh-Z
zsq|ZP04vz$kXtB=H{FfQTEy+<tpqas){ub{24s~~M6UrDe-4PmM=Un{h~LF3r2xZ8
zk4`ZJ1K~iq@?AQ)_r;@zm~dN@F9M*V!(d~8ScEbeLLqZ$X4)5n0Y82moh{Ht;nZH|
z3-dH_RV%mvbT;i;f3&~Xx>_WXT|ybHOxPJI6=L<;9aoDSXG6ytvOY|HZ06Ax^msBC
z&Q7%c@pS&ibrEHXmdNUQNZsRY{MOL|m^Gkp&a<o?=6R1lyVEfW3oWNY&-jZ4z?)zf
zH#Ey4n#(>!MHK)(9{&vbCULoIwvAuMxD^IevBdI|9l1-IW)r=o90Sru_HsF<f4$tS
z8+GSC#xmn=Zf89~JKZ{SD1~YY6@h0Z!X3epcvoz-VtiwL9Cl&S$BjQ&mvtQ+x+QSf
zDz4<1fLomO6JMOF=7<bz1-YtMrX9Y@s%8%euM#BY_|Wv57md4#8(`!b_i#HlViOqT
z930@e$e7js60q5Z0WANr0M5O+Qt!TZw1-_Wu*U6x<~gEQTf=f2{M85PjF0fWyU;bb
zN$Z>$noC^T<?l@p_|}`Zna?vyW?8}-Y5B=?$bLN*(@jd39~7$$G$~&BegAKh*L28w
zb|mWA1$W%DU=KW)YX@SVWkFC;>WTL>0ns&qi-LXXn59@Dfu2EDZ`$3a;pnUuw&HcS
z(rDjN@_`&{j3SgRK|+Xt-vV_so4A}92|g_{17(p*%rQ2y^#gaCB0HzuVR8%`>w24Y
z>aR95BR5MX@eyqzbdVM3RtLKSa2MXWyQv3kyprhGeR#CSB2IeLe13^ZVO$d<CW28O
zTrgo)2<kCW5y2ohw#a`ElU)ym$K9_ut>Y*e9<eUFag~rI*5FerV>VhruL7B<=(xXY
zeJpKf5FbP7pRYDa+BVbQTIs@1dq?jCFazEc_WU#-?;Vj`;_`|?Wd}c)Xs{s8bOXM<
zCXwc|<i|FyCjQD}*sF_RFsI$hDF$0umt|H@{5*1&1bRUgT%@iF!xt7IpC|&FiNp#5
z%%a;R9V5nd&4IGL1oj<D+{v+;7KQ>4uo^Xk07#6GcnWxIT=@XM)M`DrCz1+(Mhoy~
zN%!0bTw9y|^9>QiBY;quNro&v+jA|w*j$YUT$vF+cO&nCX<$y$Z3g84ULKo9<}>*7
z3{LyT;E|ZQf->$sbE)67BO+_wk8-sRHpaCU?hgQ6Z3Y<uBdo$@t#3%;&8DC@2Rymu
zt>jCZ(%nca@H4hsDhZcS3tbs_tUOu?wo-=N3En>c@P<R^b~$ViAl%MyDNDh$48Xz@
z7)K1q*R$0RT=J2O^<(dvBwjwcu?$<m5!!dixqb5tKS|0Qnyz2i2E-U&6$2G>g3ikV
zKmdN8Ot5W^=g*t*%$tFwc%oW7At*1LiU%y~OTSGQmgo>aDb<s+LR6fEFRH#PFxsiV
z9V1A2<O)2b0fpoCyE-0lPIpX&Hx-7n-trMpO_6EG_Q2mfTK;^Rcik%*UKAP^kG?E%
zOx=*_Z;ARJx~TsP7f>pa7ufaOp?DcSb0K#Jq1n+~Q_)(na>Aj)_~=|2FYB<v2D?Pw
z&iMSI(mD99OBzyU5)LK<3^&Avl;v}^b%N?w<O0MKDlg9)1@OzHsJw8%UIW_Xytb@I
zp}TC=bA>5fZsY4MX@?DnyGe`;mvAiiDIjBwLlX%kjJ0pae1Bh<pe==iv)1Dofk5t7
z*S2fc+m@uzvPwfB!0$w<iJikW&7rS5v#yN$D&kf%2+k_9FPvEbyYOr`Y-Vnr@WL5T
zkH5&j2Pko)W6}Q=WbXiG7JaovUz2%W#*Y9dmUFW=NQJ!E`8WsZJqs9}FXp+GV_E<|
zW-Das9WxKX877<`bM92Vf$0SG>527~C}1clPJYX!Ym$0g7SGSFwSB<O)U=<RUEx{b
zFUmy2s^QWwfLER3QWvorXWY<R92>{rDb^65{4NA&o@>Keb_#SYbA6WB269X?Vz*A|
z#>reairZSn#6^!wSs=E`a4U3ctw)_XTkI>I`6-{rNjbrxYj1nV|BlkWDiDe)0@uKv
z+|iHvip_4%8_HYIWSFaItpsG5t>r2YbVROuJ1hLDtY#g<b7&DytpIpnaIVw%Tukaa
zIn~eUKwzc<$T9FF0`}u4ac(zxmZp0X&R-T@%>A7^{*!^O;IynbJ_FS7Tp=N^ZfPkG
zGV{*0@7Y&xk?>-$jeCN_b33uy;q<B&AKw5`2td4R63-w_#=<4uyvn}Mra41cnF=;M
z>yrZEiq`GhDv9rueYy%bdBTy`QbVWR6SpCVl$myKDbwM2jq>g&k?*|Mqrg%cwuhAA
z-k(w|@tZk>gjdmv*5Bu)N8+Z!xN7eVKi9-;A(J6!uMHssBU@{3SAu6^U7@0x-J0R}
zFc3%axw*zeC@I?j^gHSGsV|;<9|I>KM5WmP=Wu8@tl_(6IFe19Xu|>|bM<*2Qih;a
zrr-z6J8|Gp5(vYU$2u(q1DM{K8N2{047n-8L!`}x>;yx)`67sqf!qX7;O{!j-VBxv
zi_~xc`T}@kLZB0T>&ur;2;pVK)*&vy-wng3!0<1Ao)+P{raAucbp=21yhqe-4%tH^
z3>bUBwQDq|z`qJX0zHPUE6NmF?`8!)a_s9Hr~}$K!(h7IiUbI>9YPG)TDbZ7?rKOZ
zEy}Y|#(cWzNdJI5@hyOz>6keu{ko|pHy{_{MWe`KxO8jl)x#<?rmuJGz2nU`m@0EL
zOiw_7WQB6U2LyFOjEm+Xf^I>35zur*0d>a*5Doo(V?M^ub+Z-t<M4Jw#R2o8B#sq=
zy|2OdzWS?9*(p<7;NQjd&%|At$10;Ijv5`D^wKp-x!JJ!cC6|0nYU916^?^GWjv&#
z<tOjj^{D*UNbe7qQ*4|>XA*K;Pg8u2^by;!drwHjU7X`yJ6J*`5Pf&WlHs%m21O(z
zV6lt-ocalVo!%}`7<>!k!TM3CBkL_PmvKRQJ49<lnFBVAY>VlU=T#};B^GUoBZ3^?
zrV;Et<+8`!-J`Z+R&IT|v8$$vG$y-wR%efYXMBf}!$4+|T<1G8PNcr{2yk>yxmb}%
zxX}Px=jyxnHZsvtz&TR}C9?s*uTL>ohcV<qyEk@NOF`=B2(eg4D<sl*g#;SR^^H8W
z7y<b5mjE7?979AAhxG~$yMgUf`>8H7?5baiz^?L-!1~p;M!-EpC=XO-bB<#o=DYYO
zmC+OKj=!V+{;>~{o4d@^c^wvszAEh*#Dga<aMTi0jGHBaz7qu`j*qZ>@a3(IRf^M-
zK1KowAMeMz6~Go_Dq#bwt<BgzB3T;4uq?wc>=|442*-}&=&;EQ!M8Qk0#J)^$WA0(
zOJ<fwrUFb)8E*DCx1F+ouK0`Fv%mTZ0XQC7q_@=0{@C^X4$o-npoz@~WR&N4qqwG>
z6{eXx$8s{^Dq)*|!fldaOtWkf(u*@u3tl6s&hO{95!KUJtTj)9J761+6b(Jggsb)&
z^<O#9@n^0ifdk~@LE!5SpqGCjh98s_{^;y$>e;`dvI}?%os5Q~RWIf$o>|h;CR8S8
z5PUu!mvOw<vLeGfj#})C(C9VyEP{<j5zGc)XcjbH;;Zg@{R8i9ITKj(v282NqMsh?
zWkBDPX*c&}l6o8NAud~yzWEYTc1CZ0b7NOR?oc(gAC8O@2h2sag>M-Vb};CqlSWMF
zcE>PpUaa70UKW%}vUG1(Jq+3@^e`W~$lRyccec8I+<MWG7kd?bC}LTQkj9OMfOp6z
zYk?%QexTPB7hn4fJRVPj_CU;k-aBWj9KNx!%3v8x%mLp8Tux?7=Ybf<t+IO|G-(=y
z^Zy@d-vQQCx~+{m4r65$u~9M#h>D5`f<PcTs5CJOQbZ&wA|NW#qy_dU3Iaj|1O$Yr
zbOb{0BuYnt&_fSB^bkr&-Tq&kbIw2KoO|zo@BN?0=aC(<cS82}t@W<=eb)+SVY>!Q
z8kbnS@X}RJs?;{bK@db7<_v=!MO@kP;T}xjNnSU1IbVOVCc;3%_oioIzN#aL2etmC
z3kiD{A-Xlc78|8;G7|hv3euG7+oC#Ch$@3$l&M=QGi^3jp}AmTl{`6wVl<gemd4v!
zWc9A@)xZC1o~C1WMWel_IZr$N&0j&v4vml41s?GI*S}QuzRI2dU4kP`f4|kf!sVm(
znv^|hHr6zu_Gz4IjmECMp^g3gwbZ$@Db$^};4K?b*IziyA)9>C$gJyEA@VC|ZRP45
zvbrx^p~eGE%?Dxm;R|#wLQx%iJ{Ka{{01UtkmesQ`*T>cIuJ2JuIs2~@M-1ujLX5Q
zH$LN6TX!W*<($4nDlGjjbk$`mX+iVe#+m<u2l^jItIZUpm$#yzg+m-6*i}nTddOpT
z^a7x$GRr81djR65xf2G?m~C0bDxo>uI@Q(_&8XQ1&KD$F-NRcu;_6T|{+1thrw^Yi
z|I5{hnqvL~`K8aptH-?-me+jmH2|3X&W*DFQh-u)>{8j7Zf(=ISh!qFNj!!Q-8g#N
zIc^A4%<b_%zaoGiv0Wx&&nU_V+6&_%m!%7qtie)>AVptcd;+V%ACaq!8j-@oH)d5f
z0bd)hQC{xVxj9|xxu>YfTR;R^mr(Gd)g*{1s}X<H1M0+RtMb<CPW^b$ujj1`l1ZK*
zOErSZ*)`+cB=RZqYuAA}-RMYs?y)e1!_40-4Zc=+IA`C#ftky`KGI`3$x|E&E^+%7
zVyfz4Z8(*H;T7l)Ub&V*n*DIUxWINn?sMQdmdyxDqhA;Y*gU!KLiY$&9+7gf1{2?f
zk`m|hBDtj5Cg#^gobErzgC9pI36uk(k8Z>W87f>XAMs6kSg~V+W_EIR|C!~}1orgS
zog$?UJSkhoccId?na{pH2M->qF%0|PC8TX|r;sD_{RXH|NQcz-$6pS``DsGb`9Gr*
zh*LkkSvQN{jJ*AGWV+5s$UTS!2=Iox5%5j$*NsXMBMvo*?Q`Hej(eK(l+s89>6tC~
zZ4C)`9e-|=r(4I?CAoq!ghoso1|CQNqb|*+sKtUJ>Q#bR41I*ovAy}YX-pt4A?1&d
z0zi>wm;Z}^`KW_T?m|7NIp4yJrab_UZ$+5g=KI0*vpUQmaJpX)5aORh{2)}p4|B3q
zZIoy=b*1G^{^1{I2L+$d7F^vjuL*RURPWC?)>*W;h7K>8xo2L;@Wqd7n;do3*rxhL
z)m;m-paQ^xrVK$PMJuxyie^i`c^qMzVVAH;7fU*U;@VpsQd0NuISE#rmEA(>Q*$3c
znc?evRTt@1<w!#bRagN4e(hF}>c#*#a~9$G0Js<>a;(;tOvPxTnlX1$aUnoaTel)N
z*T4aaPxZPihdoA?_brI2Zk|q$=iyvl^SkX|k(K2>pBhFpk&oG#BOC9&0rJZq()n`f
zWRck>&b2=_9U@vJL~Ghg**fdD{(vCsm7cwiZB913QdqkoR9Jc9P{HpLx}${%an=ok
z?tp+p-49742e?XB--T>s;<7J^^GHg!CXBtGRxoaG_lICU;JZc73}QwvRePC#ym1i~
z0=x4*rG(zx-w!^+mz8BY?`E`A5+-srJDOoGpt<tQKr7F<TU+A*tC(N5a%5r&l-Qzj
zFE1j8jsuP=vM*;RxHU~uM?l3x<=9(fZV((M9N9&!C9Sj*xPprOjE@~^1bB5*-u%5;
zBx|Q!Fz6|}@fj5A5?Tf3Xpr1Hyc&lQ;I3~+SSTN0IP#UVZKDCBCQ&jPmM$WA_MIiR
zpttPPu8?nzVo<TA^XG5i_5`S!v~~5cMwtip`mc7tG4yP;;TwQ#h|QQ<SfRgcM}*Jp
zO$M(W#*1u3?)vC<G%&sr7qsFHHWWhY5`G}g&oa+1@S}bF!4kKvmD{YJ>^{fpx-WlV
zrS7kJ;D6KNweF|3q})bv;0ku@Ka23wI#U1%%}Qx7tP&lz_6?}lEKV0i@TO@1X%V0`
z`8BMV+Z^RY6H7w7qDf@)tb1QnfMoY4?3%h?Gb$d5_tl?yAv4i*Onc&~^W;*QwC<#f
z;$%g3N&Cgi7lE0yH9bJlaKXXEP*@S;P2!Y^=ba2L?Y>^U@fpBt(Kz<B)#XE#F}*)o
zE+;tBE1gP|9^KK5hL&1{L2Q?o`&pv)c@Yr;<`U8y_LfN*t|WzvSR0gh+H`xialF4?
zf{Uz&B4`Bd4aV_cN8A&A5o%RgFD@N^*VVFBm3#H^i5uGP&amY#E4nQ-`(zI<cQ%bZ
z8~)&gw{Sp(DqO#4Mjlhz{RuUj`eD$&+Pi+5_IawtYU8sFT{eT?g+gV0<=>eyOV}th
zUl!pQT_3IjmnHOC+4ub0EfAippC@zA4Y7>AqWq*pD(p_rTeXt2sQo0ez0HB1*K%tz
zcp8oMD^z?I5!Mj)@c}wqJ?Fnlg(3-mfPb5Xegr*0-GQ(u4Fci+`+l!|7joBs*y{Du
zo`M0c^a!P<(%{Bo3f?{)quG+43Vkq?p)WTCt|0_U_LSI4=}r4<7Qif<V0tRnPh$&y
z=gl%tr<T`^AP6DfjuT9kY^8$~7u*!~rt&;yh~lL<IANuC?7L8_Ty}|J%$daFtMr$x
z--Vh=hq+|VNczn$pam#dzosGd{H9UDemTKLP<H^BJv9(iY`w!-Q3ua8gy>??nJB@p
zLh-9)tAYq1U?t9Owfa1L?6mnI^h(xt2Nc)y8N^?Y%RI^4NS+VbC%*O=#V^Q|3kv)A
zF*wR==oN0cFA)HKd+F@!qe=JE5_57GjseFg*jU$-^@0Fe3gq?`bsG52^E<A%Dc7`)
zXQeV!3F1Dx>E(J)PbUN~2Z%19%9Lw}oW6a=TB+_6I1L0jlyoT3e)E0^6E;pf&QGcU
z729!~-`wrRi8uJAl@QvH9&jRZ1A%)0&64z~yZU)Yl|h_X#(W3C-ZSBZoVv3qhBEA7
zm``?blUXyapokLLsqwt}FtD8IJU8b2$m1R3Nm<|~-9#TW54b+SPvFNNkD?6I{7}<L
zr$F86gFXNk@+N8{D^r}z1ev;q%S*r?LlKk)1Alt$FkwII(&aqyL?-J`jCDZM<i34<
z_{MBnExt&&p6@bT?_Y3J<n!nt^5N)p+Z|Q|a&MJqUC{|n2!@uG^4ae~hnziobGVjj
z(Z{+AlZ$!6(>=?ICB-_9v(_U}uftU$t`;L&VVFKNFgUZO@+5a)#;n70`DW9yF1=D<
z5&1-DQ_3uRwKGKaZsn6aEoe)S%K*p!Z-f=&@pa`-ny4&ZOIcyx87^70JOwN>5J?gu
z7mmqXtzm4Pq$6*v_u-Cz7b=1(vUW=yZlv6k7&=)9#7AdK60Dv5;@qaj82Xq9n`Q^>
z&+YfSu3Wr)i2w|MfH_#6!mkZt^3SzY!=jr=v~~n{L0>a=`;$#$0CG(vgWi{!;&Z|p
z$K+n2Xvu=*q4r4*9D}g^9I?_XuNn|||58s8<01IfCnB0_&n;^l8NHv>65d}Ejv|YL
zzYetj8f+A(8~4jqk5`z$gHGQz2o8JAY_HxPC9Fc4k4?VRCZ;4P#wP~^k*1S9#hg2-
ztFUe2Rs*{gL(w{lsV^qXol9cVcw!SKpARd5rlq&0rE}^Eua2EoII)E=Fn~fYXnKm7
zN#}O$8<?ND_;0b~AFTcVd$a!;4}`~Q^BRlH7FwO}fjufuM@vh%Xvtz8_qz~-!}ojc
zl<Rsxs!^egR(r3&(iWQiuw+t%bAR7IU;$<0d{+p?9&Q$9I$=hsGMCEZV!Lk78N@^_
zn`Z1j<pLs(#qM1~*cF{?wi}Xiy60~jMw_CT?dnU4C2}Sp;9A*Q9&!yN*k2|wR=}RP
zxw8by7c_2dcU=9$$6Eip5Pr%IZUOqw8J}Az@PQ6vz9mi-aF2az4j}*T)Xa@`8TF)&
z7d#b(WA(W8*(JA>L0Z?$ZLT0IH6rOmJwPl*PG_i`VSm}F!wmxqiK4EybGys$l2RN;
z=8><Pr7K&WRafQGaZMqhlf>#|>v5MhP*g#m_=BFTR}X;sGAv7d>x!X#H9}x^=CG!y
zAnr)FrUpFG^s63{>LEE3(Terwh#pvIamciX`S>j+qizoD&!<FW$LT@GI^WG5z!0-7
z*hBW6Y9o>jY1roZE-1l$``Hz18;#cmgr3f_0qEWn)=7O<dqls1lTx8w@h^aS!#jq~
z%Lf%lMk=9N^_bhqQ{BeYfj8W$!`AkQ745T#X2%e$Lnih-1A57G8&yM%I%N-3&b1|A
zaSLbha|a)wSsR61#Q7PY1*Q6b2#|Ns|Af!~f|vi}C;zDRkuyTz-(N2HpOEDL(aV`A
zfDYiBFEA_;#X4>A4V9r7E<&#cjGWn&@4nGUWMeAdJ73E^@Z%tAmYbTU4f%+0f~O;3
zVN71<*F5{I+blAV92k1)u}uS3JF|N21o*ru=LrW1+wXQzq8WI0yi;?sB#O`gBJ?KH
zPdxiAfNnj4etv{B3*v?f+$|8ox0(agUBrcb04GWu&sJM>Qvrwt)<qQp|4+3r?~p2W
zd0K?OCX1MHLxJ=9<hggiqEi%SRhvL1uajJ%^iFWXcOg4ekt{evj9SAXEFzBxdXWoL
zt9q3Y)hzONq3})j!Ug62!8lfcWgLCR81UTuK_IJcjomze2SKT6Ji$g_Q6tBUm-;N1
zH_P#rp;MJXx)YoG9(~?rl>GG?&E<XDvGIzs&@;1sd(PCxwwI%fAzOSXNu)yCGYz|=
zxDsw*Q2laknBu8uR!oxa3tADXP79c#IkxZk%REx-%}z%WZ^OzfqC^f{LC*1Ucxo3~
zkX>)Q_s31sd3D#T`>|=d+)y>in4!TWG9;<N@M%onSu4jmUF(kd_c$7R5PZgrGQQ(8
zzzmyIHEI>{#<3}m*G;jXI6X92yqENc@}M)tBw<&#!aX3jKIJuL!8*MpE^e99I*QjK
zQMBtVB)8FmvL`{EpSKsZUX4*?W!f?#L#=2=3AR+^0?-}WX48%CF7Km5@ZkOQlaun5
z--Wntq`Z5`8qiACdva2m>t>dByGg*uodjskO{y_KQLaCYc}XpBC;XvZ;cZUzYD7}?
z+uUt{m{abRmD7uEdUV6XpMzL+e*};*Sq<fRUHy_;XgIkJu{^X5ztS$8?b&XVE}0TH
z>M^;*3kI*aLT1fIxyEGP1H?H9O8taGMcWFV7!%T`V^QF^i?=$`{aFK)6_Z}d3_Xcr
z(DZYEjdhiwPz_5mb|D@t?&`ayG;<1Au9Bw1k?jXB<Egki*lEDyLQbryyT<Xtho>m3
z*(s4OVr0kJC9UNSg}Fj+c|!xkvY^ST8JPs}G(?kL*dKRYovM$3hBA9&*Ng(P1!&1}
zxu5p`N!N-*_@Y=Qr?>P!)DzXhY9Qcs7~^V>X(PB2Evk}~1lF_ksH9^R28k~xv_JN&
zCV@5;vRRdtT-=P+PU@uRYZt3#B%}m<zoV|9muX+XXZr2TpnO}Z*}KMe;Cj!ThO;3q
zE3#eh=8E_@JRxKT*8x*)f;|8x?JV6M9QP;}_Dt5gTib%@HG`I$kMwTMiPfa=R`iek
zkrTTWq|oCi#@BCsNoGeri1^EZPL&m(TWWwP+XQuNuJTB9yz3g}3s%pa655|EnpDHg
zF`gn^`?#xF9LQh$t3q0;s;d#eHWF0A)&qA5c;2_h4A~O}CsjPSsA3A<JU#WCR9GU*
z%)2gdBX$+*N&s<w%J@BQC##S_tgmXbWa)g~b7jaQ1U6{4KqW|?MwQ@rE&%W%=#-Af
z^_$42YWQ9RuoH$)x9csG`wGXu9jkn&3>Pg4Jh3;mzcKs^Q$<QozhY^<ICK#%q>O4F
zzWD1KtzF-R&XbIfJxe60LZC6!f`rhj`PW!KPVdLmIF10cOB&t#N8Z5wz=uiFsdq~g
z&H#b`K=gZ&FCt^_*Z;enQ-J6G&Vc+^mBEjiKoHnv{+;_T@m|HOwwj#&#DAhLvQ-A(
zulQXk2ZwPSnMbgUU{aKAM9pK+MO3DFiiDkv<)Q-FG~`|rZ#{*4R=_dyt6U2IK;Ho!
z*^9ehUj23@xaROg+MbstN82H5hKR#%9SgZ5KKL57k9ya?nBNWD(hO(G@6X)+tonSy
z#2D4GOYxDSD$~ri#6!G#(?d5$Bv@OCUzRJe_v~YU1?5}A%Hb=eY|wawzh1-&$o44K
z?|k$Cd2V~LTiOkbg;wMHII>S@B+K*^b_u0jT^%J%r_aT6&z@s&M?T&!3-nizoXR^M
zRcSBM@a$1;Ggu7?E^;lJh$i%KW`=jJnA{Wcr|Dfkz?4|<-O*%?65`sf$n*i85bMQg
z`iiGpvzehgdf#kcB!zb=37ybRf!{*K@Src-U~5jsyWK4`+Db-Qk3aBGkXak}8_tz@
z0)bz*tkm6821?MMW+F$uB+pY;;LNb#n1r>}*7SpFy@qso8$DqSd466Y5K48JUxBD9
z+%J#5`^xhrOabni!%SVZK&@V#ymL*PKv0xw6jrpJkKCCQJb6rZ!uqJLTJR=M?WACu
z4d~>%DI+o0>c5m5DPs}#VH=H8HXbkQVj~R-6|~z!E=Yww2);6RHAG)8(G{oLhSZHX
z!IGo$S>s#=1#k5H#%UuvHhS!G5{Fvj_^aNePs76p5%4;Y?D=V{(-S>*<m~|8X3}a@
z_XkYV=0wv52Y9~}wVz1wlx{zLqyNTTh;8#Te+tjyQpVWx2-~2@3X+UZ==z5p7>djM
zS4K<gzpuCd3D3J>64fVKR|Y-(ZLugl+rm)QpYX`)E5~C`llOMjq#+DLCyYyG%J((q
z<keriEI(vgJO=A*KUh|kg+_E%XxgV+^v|e2SRArn)1%$E*@t=?y@|i#wR-Yx?8?zH
zk3u_MxhEE<dCnTdK-Q!BcwnF7+csjf1DcQ4PJI_rSVGeD3yLveV90?PKWOE<P@$p`
z3qmg`dPvz4R$1?OLt=o9aqE)6LZIU(W~4U?{_z0i&j*g&j=9N`7jT9U0d&Od)%24F
z@WTv_X<J<tz>S>Spuv{FSNbp}U=a7r?YoVXNAMOit+Y_UKIi?jo%RTZV|)D@0#p-w
z3(v*AW`T1lGPw*8p)Y3msT{A6hik3*iH?38-WGq!xF}!n>USyzE@~i9BP6~YFSOzI
zBe&f@LTANHX^5rz8g&A`*jn9Up*yEc-P}NzaQZ@mOOrj_oZcv+shF7ltwnEOIX18o
zHhbic+E!x%*6X@eI-PK<`7ZSKL?j&P1}a(jCxCRjLDTHX=KXHF@v@x6gp`9(>p<y6
zs4rc@*I+{76O7madkZAK$7)x+isp+{9<~L)G6eC%RAhalUoYMh-6lRNNhO1Zi)OsW
zs}>r#HJ}2%NM_saBb2>+a}q#1mzqZmtrq^PQE!EpQFH}f(e-GU8vt$rWpco)>k@I6
zv-Z(v`&qUP-xHtJ#d^AS?q7%wge=@|DtCqd7CsdJOsDXMd`&%Hsq!fqR*SV0`Ap-k
zCY`l-{a*!5Kq;@2{3m_w2MGQ<yYeqD_m9F$?8=i5`lwOf*VKgux|UQAWbdFF28e=V
z$B7UN0V-QUYsKlboYmPzz`88OEKBHZ2Opi4PKM$8mPoFQlarQO?VBGxq1h#OM(>V-
z-uhmF2LxYm!8uPM55P<0cw*mg6L<Itjtkek%>(3RV6vcGcKz|Q;ZcA(o<-DN*!l6>
zYnGQgcQvB!eAk8ejm0nAL5Gp&s*5d9nL-W(*j`Uznb8C-Ifj<~95{@!dFx6DFl-7;
z<p|NY7ZpLyoJsX}w)IShY&=j^v9!R#!1jLa_Tvf6Nl#P>9?&)rvH-*f97g2r<YuD|
zPJaXE*r6RszDoQQgQ)NY*It>0Wh69DB4c)W+YX=>(S*H2EO%x|8xOU$#r3<8*mSXl
zPt#tujE9jy8U|iBjs}-JvJMoXMn4MLb$+8;K3IQn*aIzBwcA7V$V1sd{1r@$lDi*D
z6nlH*u)=X(;4pO!H6KS=*}h?K@{6l*u`R8n%&-fhXg9U@`Rwf0*aHow02>@c)?X1*
zZc>}Gt(>sSp@=wGYc4o=@7uxu)EB&NPrO|6gZ1>VsSQc_9k*T}zY(YaMueJ$V8rJ^
zbt(P9XhP*cDOZ)})$m$SPcE}HKjh($xNz^VQ4<_T?!u=xPlUT{<M`Ou&7jH|3DsBo
zz0Rk(Foeu2son|(hlvbQ4Aq$@AFFY{sm*m@A!0GOVff{i%Ds2OFJ6{aF3sYHZG2vl
z*t_n-wh3qTd&SBJDl%`LEX@T+EgMrFnPVzW)gRPqR25h>N@Xu~Dfz|H3|T?Zd!7^p
zJ{$`^zHDeOJkXVOmFb9PwxOPt9Y#ls5?0?&Y*AV%XKoL+t(JTsQsO2@`07!G?4j{p
z16QwKtEA30aWjZlnE$^3GX`}(Yqz1<$ORswPO^ZT_J}mB)&s4ma~^H4)!Bx7K2eAt
zCvVX(3s@cZweT<)H4D)azxi;nYemT}ZmszPHHE8&>W4W%s=yS|1~mOgvFaXf^m!l0
zvJNvzWiN!{^Jc4k{Tv=H1*^)vfK_K~t`!c-TEHr%1FGGXd$Rz~9Ml5q>1ndBQ|RzO
zhl0R=MvA2R(prs2kM51%GYjkF_1Kr80*}LkBh9AOCixKCKBZaWyAWq1w$}2V($8$n
zl-I7Q%*$!y(nSJStW5$7<k>q?lKUJ5G5F@=dI3N0ujp~t7}_l8G3uXP5~x5v&;Ak8
z1%&>WxnJd8K-2L%|9rYa&%r7W5VO0D{yY}B74i!f;8t6t;Of>F&h6hlB!H-;a=0JW
z>HVCkPH5Yg+m6gEy^(yu5?OPU*aVVz<*ns?cU%+sK2z<kyF^gkTF0^b7SqB`BP7f%
z2jqBVc0)Emxfw?QRun<d-uBwIWVQL+^z=q{fl~`XI(OWQI&YTzd$`<F-X<3pInb}g
z@^?IdqE}(TPkbL0kw5ac>M*Eq1V?x56TZq|5J+BC6($U5G$7<-IORISxOW=2wlcU$
z3oK^(958hJyvls5wfXaHvDqwNC<(Ve+ujsC2&5+|`>iLnm(J~%^|3)B7dg#R$UzG(
zsiEX`1$Cx9!!4(sMKVfn*$cg#QT7pT@fZ(RUtC5S`y)6Dp&81KqH|C$`O<#q)k-6}
zVO!N^9yN$@Ib}WhN2tH56NRC~aQrZl2&;eLzt(->8MbBe^cLy$RtTbBOMa)Tce#Bc
zfaN1jhU<9bfquQ)Zl2a)E=^&~h$o7cQr~NFe)H;Yf4R(mn=Ak4u>a3YhrlQcuKCmJ
z#O7m8pX0{80yVtF-~-?E5SOvLTdhkOps!>cJviOBJq%d1*>n;Ndqy&Or>~9--XoQB
z5)QfjnF?C>XaSeW9b(JAH-dFSOAy<;>>+UWTe_%$RaS@I{Az76ny-{ip4S1$VaMtn
z67L{t1=u|Whr(Tc@D2pW_9{P3fNO4Xa&IGL0ScLdI{~Y9(#O0tKw!(yO@G@6F1E$|
z8gSzoz;Dgsjg=$82}`HVuYr0?@CHhcPJX3=hNCO*L#qu1-2xLP%|D)^J`!+ovJ&(~
z1z7E`VBm18+-<^DOw4TIaXqFS7yNPJB<`ll+0Qlic7_WY{6Zv7UE;mue*{(YClFU-
zGo^lA^a+{7Er!?Kjrpz2Fj{?OdQGkj9=8X15-2xMN#r$T(V(fDdP2j}UAmQ1w-4A2
zKf#MDoceji5g!v(KK@*Xn>fXVzZTGN9&|@9LDaId(7Drp-ct!gjll<pVazUofTN<6
zE`Ti*g6C>FJYSoPJK(TknNVvb)$2Ji2dfg=m)_ld=Luz}e(g?**REM5Z3BZ&oG>;z
zd;5`|?YZL|!VB9MYkk0kQz}1@XfZYR=9tskN%8}(+|%~roQA2KpUGZA5pZd%uv5yA
zy;*SH`STTE<2pm%&>Wi8cIhn*+3rV{#qri4Q{t})6si^`k*sZE@HS-bI7E8}sG(2H
z#9RdPApr<1+{C^YFR6xLAWzG*QGw`FtH~B`yChE;onkb}qV7TM=Vj6uA&qv%4=R)x
z){VF_9W>DZ1}t1UabMfhG9ty|UX3buw+=k&n0>uN<<clmIN4#R$ERveUA$Do9Nrr=
zVLvrC3i3Zdn7w7<8N+qts@m=Fa34v|klD1UqAZqn=TJ+kBx*CyHt6W`JtHfFC7pg7
z@TT3N+4L1dEQlzA_5D94oBwfw#GV?%eQwkZtW*OTgx1#w5GkaQ6EyqPX?xVcoj0h<
zWok}gw4^px%qS#+zU_Ia0lYMkl)RK_X?qU3d7WKoslg<0raZYkyiDZ$g%szy30MC!
zwg$6iv3<+1cONS1yU<#nsaX0EyXMY0FR4g|%jnR{+>|)R9&-=Tg>zWOU@Cl(iqQxf
zK}Kb_Qo12t*x=R$0mav6;oE`OGvC2KirGemC_eJvK>u%h#pVj(H`jVkPfc(d;~$fg
ziZPS{*OPG9&>1v~yNK{V1mKUms?&F&xs~LRc(d<9iYPW9fyP@%t4{?&el3~hfY<?|
zaupxZ1nTO{??Su_PUPy%WcUuW1lDC^0Ozw{m)=q3XJSqA*PyKhXeBuIzHyt#R(S<>
zAb7?epugz+`7G-bj(vntrSC%Zgl9ZiAU)mGqR7GIn_-LX833W<d127fZ8!%7>IE7B
zWiJw<ikdmCAYu+tQg9M@jufXmV8i&zS_te6-eagItsMk}4X-<i@;s|<EklD*|DrGw
zFF)5~Ui7=rZ*zn@(VNC|{^q|7_Z$$!A~O9r-Y8<;B5QRr*@@4cjgbSo-YhjWI>SOX
zb#>C|YjWexy$1lQTrc~i_ORWZ!A2F`)e{-Ar)pGOD(}rE-46+Vh=8d2qgkOLB+#|1
ze7)PABf=FMHLbr0kQInEAIX-BRDa3&v50T{F$($KnTEnSDErll-4$nBqQ~vwMV06b
zk22Olo#bko?=ozG8UXwMDY1qSP%}D_@Qtel2Ktnr7$o~XyB3u?b^el+vLpS3!|2hv
zc1@x~I8!;pVfU7EtGE8Tj`#M}9Hi-W&O@}qia_><lw^9(@n%u>V@5(otXZvsl${F+
zFqK6M;rmduI65`2@;+;i=^ikGAV5Ux`U_9&yHq#5<&B!P+t$CX`Zqh=-?$z@+2AU0
zto#FP{mrtn>0ij8zZ&PfgT^0CZ`NJX4cza;mPu}?nm}!GK=eyVN6Zmm|JOt^$9_4L
zY+;)CRo`8!i6t_I4<L%LLKuFqC~5Dsg<M}&f%uJ0r{&)c>rv;j7sARZR=ZP=)LW=(
z^#m9#hJF(6D;T^Z{>_~m(I=OHU+XhV-dZIfuK#f2?yR6L0;amvv==DdF_LceO5wnX
zAe<}D$5k);G@FuPaFcZ?KX8lnsxx{nOA_#;Gb+#;M_sD|ER|cF(t~#DF8puhw&1gC
zYvU*VcrfNRQq_SEA`f2@0s3kHs1iw!jT#aQwdL1=Dk<A>(hRxm30CmBvZ~nV1gYG%
z<99m?zm;pMqS5gStMYH>ccQp<+?}Ozv4(;jw#{@Gd$|r#h@Z<{WZN3*jCRLm&HM@|
zcGaq1iTTQSW;<d4qB@#?Emq4*{fc#DY=Ji$XHl!2Qn8{e%=Soe@YL!t)zAe;*2Y(;
zgV5)}**zB;aeasJ>pc4Fe37igQ4y9t@er%rh#~h<bll&2jeT5{`}!<i<_JitZ95B7
zFV}K!giV3MAhow1?lU#9zU?xws^c+YNVih!@%`{!=!<HmwUk!ZLKn)DAFYHMlW|?g
z)&3JJ2scp+-Gd87He!EeT+U5W*GZ3gFk0+s>=h_Aqu5><x*J4?2i6Dnoe1GmtaNsx
ze$8Q&BSowG>f!<S918^(5LVsw^6XHd?XKKKJ=k~h>)O$}?CWoxO)apb=&yXThKR|X
z-o{y9arQV{zPHLcz0(WAJgqn0<kGZ?0hD<rf6zw^*>_DWk?$*vHwyMU188pWc&=69
zvAd6)E(f3SCT}{#MwSdAKt3xxb|<&-=&{KKtg4U5Ko}@z4|IRk3!UG)e0@-RZC<KC
zPjR`2U~=S0;%WK)yZf>eAC&)A1}VUvjohze38L=?ujQsC$Pv*bK?C~h*{JJ|t9+%z
z{@tjNqj(r=40AJWA~9f5Jd^4ns0PyUe9K=`;q%#VZ3J$6Obo8@<bvY~f;j)EJH)Z&
ziBYzq4tpC_I^6j^c%3-!jkk<#%daqZ;Sd`&9lu*wt@)d#yomq;h@)nc4KIcriLZ+r
z2}F$J*QkIi=0xarUC8f8B1ROb{i$JV@>NYvZLXNrE>Ec_k?sAZ9KvvxqB4FH3%aZ+
zU3>|eGGRrjrxs?(@$GyPb|b@bdnjt{e+?u5i{xnP8hXtGzkvD{^nCDW;Kzr};)p2x
zPM#=J^TriF+ku#N((OhiJ#R6-o3BoTSvA293&>FGMmE!|e`I+#5Rr8PkEzu*f7Fef
z;y;=cxLiAI_34QrZ;AuPfZu?|bh-fLfqjCU{b*i~$OVk;6(2wwn8|6%F;TlwuDC{M
z!I=MziwG8RMMlFDh*FF-<F0oS-ZqZ=rgT~%mzA@or}ahCj6z-VMJ;Zg2$nHa@xt7U
zUV>4J8+vP_MRme+60B1JA(flzJgzRs6{|<O2(pUJ?~^q@4vqJ=8Eg;v_D~eyS3J@i
z4eqYAO@O+ArZ7Kf$-&x2;CXFm(@FC1{<3tbjST1q_!r=@O!jcg%@arwmWLAulo3Fl
z{c6@S=CtI@j0Y6Fr&P-RXF;XQs<q#Rf>f;JIsv*8_OO_3StQ1*#yhzq209la79Ie0
z4wO$g5}CIN165%a=k_q)apqa|H{IF3nTz>YsA~n&J)|?M@T_oMx`$3xUo?+z-<=Op
zojwq1otz3LW`N;*Hm7}3=Q{6DZdBTI!t*!(<fZzRmMRuMZ}er`9Y~H;&>YaCrHZ{)
z*fX7Pjt2%6LUHx!qh1NeXpO4Y(TnI;GF{kac@v+t*N0XFgw6CC$`eeF>^>@y>b9>`
zD$Mdtp@!7czZDq&%Yp=){Z~C#;Lc8k(#@w$jWG9B?H}F)v!V45ltwEK`yOTZe;O5k
zIoyGn>r?k>kl`*tMFMp4<f7_!>kcguBH#PUG6EZT56|qNv1b?}Z(H8ILWNpMfw?IT
zqs`9Kk}Ifr`J0N;?rg2jSga_Rct8Fo&A4Pnx@K-AeZ?Dx((WXz^aH!rZ5J8PRq<r#
zm+H4GlJcYV^_m;??V)|hYhkGaq26pcG%ti0aOOQt$Lt~3z_;Dh7S`9d1Ym#}X^nzg
zlfTwHNS(Ll>ik~e0871vd<{3ZN6Sn3QJJ~?#6f5rH8Kv;hS#=a)E%j|y=$lf^89fZ
zFqUM$xFct!ZO#~owO8jZ%x^a~VihyUH$?cK7!kE0Anb1>Cd>Q+(ObSg3ErQHQ!i};
zgZxstR=Mt;=~fWgo1Fv}8iRv<eJ>;Z!^4y>BAk*P^1sy8S#`W^U2?F|5YC?zUOFCu
zT{;L+^fgnS|GsC7rspwQsDU|eS`@a>Ta$08G1WMrPrI6Ib(1=%quIHzWVR!h3plQy
zDBzP0!qqN=Nksa<bhLEpitz0GpU@hy&3DNCX9d5q<FQ(ID;Q$$Zu>k*YKP|4Iq)y9
zlH;nb_5lV^&o&_8goi!<fv+=GnH4sQ^5+yYvvF`ta!Z`Tiam8r6%<mJfX((Gw1G0m
zGpsIHZcGEUH$P$iiPnuxAs(happ6T&3ve+{A`az_+@NdN@~}PVCCeT_!h9FX=YQoH
zi$-^T#aHru6-rm%-1q+7|I-L*6<?m+wB2EUtO1yBS1)=&$&a*1<%-Q2)#=lAr6uAj
z7O7wamPOPlQ#IKO5`$!a!SofcU4QfCD=#ung2W*p#Q(1^Kh&32y@N#c10$icJ_Os9
zUIB_C7FzxypSO1qMOadFowFr9C-t}rIOk825Wocz$tc!^yQ{H<p@-FUNh4w<U@PH_
zSNjEMV8iQ3qzo|q3<9k=NGtd8_%S(f<>`v9=pyA4+QTf=MCv=i&{EBu{ZT_AAZXwL
zcr3zKWZDL|67ISJuDln{-iBXo1_phapq9>44;I-9b*PVKz10AX1g^#((ueG=_Oi#=
z^3{YGu!}LE4Sg{^VS1Rn?aM=jJ{tS@FndU!ZTU$3avX+&mhSo7Y6kT8vXLvV56<<!
z;3h;aW;}8ew=JL?ZOym%|0$+Gx>;xb+{C!o>)MT;j)|A=Dr2=Y83m?V2N{Uqf^jLU
z+$75f6-6t0M2~x5xJ3u3LPBPz7WbC1O-1_Z38~(mYsgFklipzq>hofD*c^e7`1WeX
z3WR4%*<AV=PhlsZ(>?UP0eUk7-lS=()vdKxt>~*P@LP?PmPZeTK|seU3Od7I#s6$W
z^n+{Nw8aHdMPsXtdmE}JORMC?+;s#X1a|p23FqGC2g0=o%k$jby0L$I$mV(LU2yY6
zfJ}Z3eKHu}OR>4@($hIN<YL^B0ujJ7F|<@JRFE?MkgAPYc97bh55hS?bovU==$o8D
zBjBrLF+l=}3{aY6y;z(i^KD<YgMD9=faZsTQw5b>#``8VQJJR#PBr6yasghAIUb3>
zZ8qG4J_(2}yDJ*xZLB^`&%|(%jk8a@ARd1P{S#tsL6bWh<Yw172;1I0S)XQ4Jdm3Y
zozj$)LbIolU1N6?!}~?~KJ_}CM>;4RUh_A6@D;n0o@?Dvzk-HJcu5Cv0`*t5<!h}A
zzbJfLb;v(rnrfh3L;MZv#6X8+-ff+?HbhiA!ev{~gOxyUbC2NS=VX0j!X6)&NU)@v
z7V)48E*=%y#LvhB8Z+|a7p8%vPpGVx)in=&Yzu7;GskC$RC%pES4RDO!y~B9ai3k^
zgP*xNq9O(TRo{hX2I@OM{EkQI!}mtj^%EW{ms9CMPz=Y^h%T^W>prfl_+?e2zT5Aw
z638!3A@zke7TC^gQkFp}uLADh?=TG&1k^tFJQHCAv}m8tkxX;p2kT*C2h!5GlZ~l{
zO1qAO9adQ|Etsk5;fb&1drH1R8{{yMQI6vnUk(-af+Qf`P0wZ4<&-Byl#^B$B$yG2
z{UlyNXqrvX|3nV_Yiab4^EO0uBX3xzuwPrum3D%DFvuCjnLaBeJhsi0Ytl8wy~Z7X
z*1rJ#<V}UIce8w&<YS(YWxXT<j%rp9=aYDcq;z6nVvC^IFU`N7?f>%*%ze=QfAP(&
zw9g;7<_`3cL9=T0M^C+DPH$2`o^$_AoPvc7GjssDdRB+xvR0?97e%B$Y!;cvEZVR6
zG)?K5L}-}?jG87Rc-ZR}mry-aNly%LaVNQQcRkc*oN8=2Q4nYhml%@RZL6P|8(G8y
zEH@l^<2Z&{3-GjU7BNpJ$EJ%xdJ&hkk`D9BW3}?6YH>h0Bv;{AL{V#_`lPJin4req
zM0g&+tGNjmwO?ILlBx-*@ELha>S}!aU1;IPXfEfo_iiI7aK9<!lxl_IyDqikGKF)1
z99adqt1b+8+zx<abzvLr?1yu@AQ>F!esp6k`i8UsGEH<}&hg%P-iJP^2j`WB7?z7v
ziV1n?1dzJx&mziEi-ta@tZl~lkJENf6%~0m&d`b49DucmQyW%|{;YpRo`IIvKPU;3
zEbnBIvCdS0-iZf#fqFMP%ThZ`iGYj3Mrn$Z0zts0`4-dHmbXlx=B%0>)Y^P){y^EI
z<a9f)7sT8T_f^#&<qC7+X7?-&se5F8+&6K;(u)mok3Tu*U*oNI6L0LH!Au4lI~8l#
zs#?E>Ds}}CrHzT_>F^ntx3-p>R`-?Kw5);b!E0Z(?Yy0z)&a~Q($j{3->f34<%e^>
z^zr?39eL2*xF!$4@}Y@fP&G^c)1GLe1#xUXk>|GHz4_XV7#;Z|aoJ6}y>T=}23L0Q
zcAmcOqmBn11Yi)PAnh6Ld*RL(XvP=sN&cDno>cEKS>?TwJo0wg!;v3EH}4VTsJcgf
zij#u0nO7&6Y45M-y3dfO3fDf!%@xE_O}`@~e^9?X$Q6WEzn)Vl)<x8GB;uxETE<qX
zFTp@G?gdEw@5d3TAj|fodHi{8yczJv0g2%b<Hy-EbDaUzh&fZGrjx<Le5fJqc5kWe
z2#zTq>cRdt3{eK2Xm4@J%vl7|DB&pa_C-7cyu&uhU#l*YYFw9ZO!@BWkfZQ)(r?(8
zX%aZI<;6Yt1p!Q)ll9EbmJ^l9k%!QfN%!A(<$M}~V#fBH)i@A>@Vj_oBUwMI&1)h0
z?!PAgp+f$Igz8TsoOcP3{jeiO&p04C%*Ht#71ZZuFf>iLk)W(}Au#PDiSU_kBrN}G
zmGEu6^dmVVs6sCz=&$kVAKb}*|3Ufi%stXsx0@ym0GzW3P*6vmM&17u;_?Nty8yq>
z;|YKMw4Un<q$J+%YB;l~i?74wp~6X4!)1H1bcLwhA4&2ZzF8#c@nx(5=+RhOJ+KJX
z;n#cgS{E=jRF9B$G%k7Wae)#q0}ojh5V!@9aaqY~XU$#Wa{t6cJDtQ^H@qz3m<TdW
zyPLvR8AZ>CIRkfYIM{Qt9&aDirhZeHUDQ1K*6ph0l8?3FVy1#zOh&&9e&q}A>*`48
z4}Rs=;?xpJbVx6ycGAN|-|!KdO_QYoflWEP#2U=%soq<mjzpQWUNBUe$CqHyBt_tQ
zL#rE*`0LAj%LP8e`kusQI(!m)5v|nJHj)GS29bacN8J2zb*Wm3N^+fuB#BCqLU2YN
zN<duMzx_%l_o5|r2iC!5ji-}|;=9CxtcuJ2A%%(Dd9~JAVUj`O)e}&3UL@lB1Ja$~
zUs(oq#dI!d>kvdSC<sOIx8ojE_awg0XWbl~1vZiLjt7DW6X8h*GQhRLJd@C>>XF?6
zBGHHPv#qT3K%qLUJB;SXPcIcc$n?61`{-d-O|57v@Yb*wg>TF)BVbtbXfAW1O#*)?
zrDo`8ZUB6vq8;i$4VhW(dGYB^AsWEx@lds~Qh{uXuVDBmtHwx%ezOA=Wh$qhkX^O-
zz_B?5CQf@v`B>H^0lt_r;JiS0ZbxfWP(;?o!(cDYz;THaW>S`?c%a8&4H;B8qc=2S
zk!<AsENT3K9n;ap4G|4zmpJWxp*^Y^B4ym{i^AMbK(GiO?{l;gJyY*9Ee<6xV<TUY
ze`;0t#H*`gr!nMrIve?5vfo_d3Nmp7;K2%%4WS=?czO8(%bl^X^vj7usC#*g(jA|}
zQH!!mJ~a^M5ngVsO^eM|E{IssfZI3|rvEf-5|=CXN}7E6i<~uk1n?z6tlP(lDh^&5
z((K~gx@GW53b9cPGJidBd7~b(5H&lBMBeD+t>&Qf9kdWQF5MN+UQcvTVu6mgwvUgj
z%<!n^Gxu&5eey}R)YA;<NW!g+!JCfyyG0>H3zAAg>uYxKp8;$20%}Mb826KfynaWz
zT##7QjkrM?NKjqgssHy*;QyW<?f;UVg6D&hb-g~w=<p^mNF|l}emly9(Grlt4*UsB
zTNcPEPw*}<d__2BhIq95H0hKYZ3*NX+H*uXnuS=K+MtdovD@&f0@AqNh3Yx4Pu)`b
z!r8!Tb>a8T^+z?AhZ6!b23Vn*_kKZ*VjLbKmGt2Lxt>6H&^zXyp2SSSVN^a;t2+1u
zIq>9k)ouYH5CV6HHQO_^xrf}TvLWH;@QEZ=x77ht6UDaYPjE9I-R_=ZwoWc<858^_
zZ1Z+G=j{3U_0QXc_9`!|^SkhQPuA}BD;Q_>WAbrDLl!2=5|a}Iuf`g+mS>d8D=p8y
z(REhdi@36`4&%kJ7Z|3|BM4zTa=Jq_$@vUCzKQ1oV#((~p5s|WNAz6RB2AxVyx3R$
zW&gwaKAXZfWY6>mOU?X__b0fTX8_L?t8*5i^QR=UZV@!G+yBzJ3a#&Tf7Zt|24)=(
zQ2`H;IP!I<B@yawT4Ky5fQBT*mRVn^o;aothmYG5@@NZ(FA_rdDQ3bw)*%sIAO`I%
z?ShD4`qndZ@4XA5_*v;}j)^Dqg6~5^rYoE3ju(~UuI42;82&C2e`5ZS#~^Ch-m;_W
zw$lp#9pdQxCtly2n{lm)U+H`Tg8zZ2-~oMmHfxm6I2{Xp(|m%ULev$ItvHfcf7NGc
z?buH1IjT2x(b+Z;t(q<ZD!lpqsQH`2<zM!D6n`lj!a4C=dMeyoLDs=x4g?Or`}*7w
z!7m0jYujA(ndbuaL^#79v5UB!_4Z<{S<UesU>uJ*#*n!Ow1BxhAjH+)Ee#dNw4oaF
z+fsvHXtx?yH$r>x)_F^yN}NbeWCP?1?JS8>5flsEQ_?3Kx6N@Gb6KY9f(Ihr1FiK(
zvi{Qnz$yC;KryiToQuq-1(N@&E0A%1spp?cUHwrpc7gAYlSZt3#ewY(@72l<6s?Bl
zOdTZ!ahUK4jCvH1tJjeaez4(Xr$ws~_kzg@s6zlJqq(3WCE?6Xnojn_AEqz!uO>|$
zmhk;FM)tQ7XP-vw?lF9fU!tb~rWpmREty$~{??THEj9q|=ll@*kp?xS!krhG!I%v!
zgKrTFhmx~NF`&3Qi|1-k`X&-2%$$wtN#Do?mD{)K?EF2p03v*5C)Om$Fc2Yy=BpSn
zhdt_%<A@n+kSbk-xncYoLfhi?i=u}^a@r^~PVoS{>7q)u+K>VWva&s#dZzZ`@(@-p
zr&ID|)RT^{BD@W@Fc~8@y8ZUPTbi-6sbhQk8&*#}5O*_%x@j|^bB`WXi?J?Yj>~{?
zlw@LBsr85Zndkn-cl|H_6OP7SVZ{%Vo=b@UT54?Y`hx-u?TNH=lZI|epkv4Xr<o<K
z?O+esOy<9FT%TCVmK??Ro#HaXD;f8|ms0fGF}=2Y;YV5{$f%waY9%d#Ma4St$zcHO
zA*h7T3bpJs;G<{jvQNk+(Gar@jQ%%lUa35@30bNfwzLy>z`5FrqU;)?Jb%&dAqYuS
zC`N?O^;&k>j!29Fg#<?7bkAJkt8w)PUzz))CBF4TRlc&{n%I(whwwT*t5DFdv^Fc<
zc3mK@-KpovsVG62&n6K(--@6L`A~4DU5feToQ5u2X8;CYf_4K3ej~sbU%&CKnyfnj
z69fp#)Y)ra>7%-+XI${66S?AwI5aT-RnJ~)Vpsf*UmnW3%f>l^N1A*JPnFM7R|aQI
zA|^FSEBIxRhnKQB19YAvsO%`0&Uj0Z(t!65N1+Iyrm>Hy{+z#dD5m|p&`AylynYZp
z9euN)MCF|%*mV5Ev;+q^Fey;JasqHK-}G0f9}gau2lT<ah^8dLuH5MEiJ+HPdMQ69
zHjQqcyR|FZ?u$l8p5o)uT-%gJ7li@-ptDJBQixAH*?f@@K=c6JHktQSj{G21b{#Il
z(zxb5dJji&n`X*U?rye7#9DRgccDF)Alubz6MRpE;~VWL6eVV92n>j^T{0spJYTWO
zL)k&Y@zer0z_4Z7vi6J_>XJWAsobGeQ<O+_xsKL3Z(CH|A~p^+9VamIob^p_{f9mc
z=A3l|`IpA+2d(Un9JgD{Kzj(kl?V7FPX=zNfEG35W|^T|0=k_oUeAFKr7=!R2`NaR
zjM-WX6RJPbe#A#=mT%i<+bhT89cl*GXK;8On%`(ov*r{HIC(ze3%JB8>)nDmCQrxB
zD+otX^Yodwq!9?6oG|UCk<m8ZIk`}7x^-VQ>jlbN90ZD+u9wDbrZ~*fk!km-zRYea
zHB^-i_D^=;nta})ajEo=*n45f5~NNtxQD6bBCyJ8{o%o<v$3e43bj$O??Qp5xm(*I
z@+OqKDp;5GVbP-RQ*%FV*8cA!=pWDA?r6er^mj#{($u+LWPoFjh_eBN!^+y<wp`Y<
z9+QA7{HkM(EAY!}(08G__TY_Vh0Y4SQITIsyvwJrr{G`@=u-g9?@~GwJH56u_uk9$
zZD*Tx?KT7l(7I0J)&RAjon2D*Zh{VplX%;T;OuLo8PYk6kl$(C-uw98zH8pnXcoIX
zV!=X=3-K=aTsDZl<I>2ta-h;v<NBr_WMW~3JreS$v%HNX^BU(KBD6c+gKHM*xGrn)
zaQrn;j*=c$-}WV3Ey6yhD&ty6{o+R$9X07a7q&oDI|K*J+Obt&89|iZz_ooc5B0F*
zH}d1SYyZG0pVrqX1PKik(ys{XISl=wZt%+q1%=-_GH=CB!j6O0_IBZDWl(q@#L~|q
zu-M&vKP^QMe&#Ah;vC2hh!<2ExD^Fj_fplN4h_UG_yP$Z{K6ICdEqbkr$ix^()-2_
zED>$4gv%WFUh)&zXCY;p=RyW^vwdnnM}-e=xL@&MipCruuh{Rm*Zr-?4)9gH|JVV)
z+Yx!}E-;Sgv^{(@ie}2h04AG><}OtBo%BHFTJHoRhBC>j9)C3B;{?*SMhmPf^Ei|{
z#@eqb>gdTD5^8DA<LxWeTx`Q)rFAuQuOtjv#`$`tVPN^_Ra+6yM8P&;PK{Xuq7A2>
zyxYaajw|04dg{=l2&JKx^Vw;m5sI!cH`~!{yU45#rI4>K*ZT}%;!hB3<B4m{Z{~C!
z+VbNR@X0r=%q=0Z!Il`1KwIU*v&A<BnnG#XVrL|YaSX&L@nyL(At*uSJb-&HL!KZh
z<LCq_!p{>W(M{m*p~Jd!{tjoR`Mx^F4;kFCWIV5>$X(Dlm}~)pV4hio)~3eqLJ<u7
zcOe;9ZKOc077z37K<ziC<2N@0tAsK^;k(dTud(#crO2WXqO+h-Xs{K`09a4uoffVW
z;rzq`*j7jm%t7cRjY<teF)#|uigF}UDFdLSvi~mh>JeTx`Z-W^Q}De6Ik-E+3UO->
z2Hd7_k$FM#-{<1nMv^!Ib<J{Q@q914MQDyYYhfuIagK+21%lK;xr8xNHfBk!oD9nN
zeQpXYnDrqm3AlS}$3W_D-62m&{lY%x{$nuKSd@DxTnaTT&rX(gjV~8g8i6h<JeL#M
z6al(Y+~(WAC0>vfyZiWS@|xI=1Hlb`;{X#SxKVd~_z>)VLVN2nYGEvC@?(HXOZEB1
zl?VeV7O1(v*eP{Ih{6^(3bvh=n@b+~kaD6h<IR^PBLsIIbY9)`RjeyXws>qnn!@Ea
z961A4?@e++0G2{qG}UP>exm-L&At5ZiJ$A95*+%_{so#2HD2>`Phw9*K0G}?F@Sge
z#rpRJ+SHqMydk&^fj}B?&v`7-YB))2Dnono-2;Aa#V^<wk*MJ)HgID2fQeFTI}4sW
z8shBt;n&gI5dz{2z~(7V<#Q$){F&;|7=zOOI9s+YJ$02KW$L7NSshe!QoUJI%e@17
zV36d`2(i_AJ3PKyN5Lw(>(jZLsD`m?{hL3vVT5Ol-sw(r@6QhNw_O_*)9NcI^ZlK9
zTI0p;tP}Xx-uvULlD!{MUzgtBcs~;S@7%fBvLurK+h*VtnHIV-ay4@PPE~YX251G7
zXuEA<lz!j>3cDq$TeR7{3;QB5vjeM1`o@-T{1p2538+y$YL(iRA%F=%`>BT*!}+SZ
z_2oI{HqmpvOP+3w5+3MN^7ND%+8t!a!ZUk13;G>*VNr{&+i@A!?ek~c1*N`nOxpoK
zdhOKob${FC61_U^qqSWk3>2BKIx3wFbYt7QbxPr8E1B}e==lwc)|NSOjS=up1NkF(
z_$~Ox)O)~ABp3dgJhS`Hu=0asS+9aRH8vF0m|JhXl**h&0Pb!lZ$mnkcyl3I^AnBF
z;oDYUGETr)DU|Wiq2$P9kd70GCl~JpjCSVxUG=k>#H+^Jx+ACs5G>7|#(bP)Yl*5=
zsqcNkrQ=;W%0-wC<g4u}=GPqohu-Wf(?%~4XCHIht77T162X!|)9W!UYQ(FU6KRWu
z--Xa}ZA3nq_<59AjF@d2StvJq*W&NQ>4QFHmmP9Gv!>tw_8F1v^+f1Ao8-ycl`OtT
zv{f0}&BEzFqt2-}4Ox*_MPWXQ!5K@Kd`Um1b^J2EyxY|k;@I2482HS}*12P_EK7fx
ze=qs;J7CLR*aujOhQPCuFA|bd?;DT|iABIhkS(esD`fe11JB><-2Z&?%wIZb1tuTC
z3A@%sLs?UOM(o(APqqLrUK)=BiGk$0u6_u6bup`$=jD?JqdB)lqQEH8sSP+1t1yl9
zHuh1-L-1t76A0in1Q@cGDBV2@@<~*wGm{P+lhP0{^Y&d4R>7~3?>VH@S=Iy&1q&-W
zBg$p)18KKKbI_&c`R6VD-``6*0%!km0;|b#8x`3%>-A#gu_oSst;{f87cWQU2J+Vk
z=_A>D(i05zQD5k5E0bt9zI0uaB6*7>DysrljMN;Nm#^+~BjOS*_;F~EV{~9%I3!M4
zIkaU<z_-V<+cqw^Q_8*XuRYO{6Akt#m81nkz(;=>gU3&sX9S(z4;P*KaKe5!@&b1Y
zOM0y6!zk*d)=`F4X_AA*i?7wUlt28mn4Ed?9D;tpwFS&bQ)B6AO@4))M`OxjB4A<@
zx;5{GT|Z|AyEckr$*P7Ne@-4IypodaboSL<9n_jNgm`|mWZ+Yj+Bd4eIz*e-Nz8qy
zTJ5#Fe77$gMzDaUM3Ii1E5cDACFY{$O+KFB5}p#}-a?%!gCIGq7*q;9cE{%j%nRS@
zSJ2wXf<>obaUz0y`HxfN&-4&GU&t>(1x*N`lURd7=0&V^jJ`Eklen3+<j9#ADF?T*
z&vjkj6i7#idDSeiucANW#DO2sm#&l02B|$Wc{;OSgeOX7W_6_oo*+v0O)WxXAKM!_
zAaXbOx{zSCvxu`SG`z`%@%zLYs{?%DWI-^rV1H$BCLcsMffpui!z^k8^hMcslil%M
zV0<;tWV9D7)+muv_A1o11q4Wc(yhXSh;8r|aGR}vio$QlZu;o)NR_)htukcU4v{nj
zV?5|(LQDfq$pa5p)^(ekI|}%*cp)$TGf&ee434bO%|BQ9h9wm9CBrv$gwUs8%uoqD
z=u@oAJ$6I_@9e>Qv;01SAF$JGu0kVRM{R^PG6W(s=Y|i(dc?)j<;$I2W~(1p7rYY!
zGNuqaTz}!|jHJ33K;d=>zT0!4(AGgr!L$ulMa!F|`;5<x*Js&sG-~OJlfj;I2AqMh
z)AUU~$#+9_1-8kAIQjO(kVsHdES;ITs)GYVMG~5m^Z<$~ikxq&)31*=3M#E15PX+R
zrM`Kiiu2cSHFg1T2w7DgGro5@{L~~sMAPxE)r#(*sbw-sf*hv<a=061tBZhfkC)#^
zPo!Wdi_ZN3PW(3MCr^x&MLAvoXiL%g0(jYct1_tIE?hqb&_Q)?t#FSVsP%bx98aj=
zDxya&c^(iiT~%!&IcS~YY9K~zIUg}6+5vY!jUeTIR)`kkn};c<A3@e(z6l->u?d9Q
zPaML@x}Z-2UFe$qKxa`KVEmoP5`wbH+U9rK^+c9;OB8C55^by`7+~kH>e@S(AikK*
zw&o9F7ZfB92|f%>2`w?D6{X>pSFz|9G0fYvHxZaf+r6n)DL|>|ngDE!GF+?~++EQe
z)=fOn`F}Wj^LQxx_itF2O1qF&OhqK360%OEvXrL9E+(lgkt<7fXOV1WLK0%MAhKkS
zFom+4>`P_r+t|i3GiEuj=a{bV?|0wN>-9YM{oKz#Wz0E?^ZcC0=Y717_wha&{tq$#
z|DA0Yd_Wp_gDQ}IVC@Rt_8QC+MDDz>IQtbh9C9;GfjED3E&2NctN^CS%IbV_y7@fh
zWYd_femgV?>=Ke59u-(XrkA^eiL&)4u5qQhI9l{NAodhtiYm$tsExfXRI)ri;&)DR
zQ|pLN++!8&uiUJ!w}r;ga!#b+jdnGSBw?>Rl_%c6dX>Fv&W<-IkNVWBM_G<HEU*34
zz1Vzv1<_T1rznUzr+jku`Bu0?O3w~izSrgvz3<qNLkZ4Y^UUQ;<->)$Fx*>i9sd?y
zwjC^ZSMaBFqn)OX1+J%agZ#9-CX`~lJ@WEOK+{w>p;X@Pr;6q>JcdlZf9DBQC7yye
z#8XT)0wKf`uMyVtJPt%k{_=7c@ZlICj?nzZFP_O*+Ap|W2RVtGr3D~I@5&(sb_sHU
zRe7lGv*L77E<U;9kcsY~GGJUyLz-f(wG?gqi9(yp);sN59sT%U53zwefyjI+1gGIp
zp}fcCUmX{h8^yPz`RG=SvsG(c_@}NQAKHs7tpK0RM7)K6)H8$;<Gc$oXJWpy-+KHi
zdh#IofAkBBh#$H!BkV(bNt(ZW7%MP%KU0J30XxbwSgi(JY;|U)^6m2OQOPl{z#ZYx
zI<;5^`+esa$>vL!`%>I;>4L|S;8v!uVb|fCd7aL}cd!F7%wdED$l<HmnA#e#b`x;H
z0jA^U<_Nl7BdWsm$Yi=Sb!4kjCXhwOZa=uy=hA^1dOZG02!AM~=!;I@71Z}V9lz;a
z|4eQTTWpKlZWtegm#kVY>7lzKh>vM)>$UKCzqv}v!<mN5IXQoOYTr07LuOFZwx*i8
zbYz@8MtTL+x~$A^t;`DtX5)lie!Hap^~T8@f^Ig69sBg^8U2$DIL5@PfZ;j9NDS(u
zdvec<fWtKHgk-BoQb1HXryz<q#-etD|1{=_#PMQ;Qg7pp;i?udKwR1!d)n@l9j$8;
z>-nB(vIBy}i@0Pw`uO>-y2-<ps!U_Z5#}y-I+F&3An7RRH2aXam18w8ML~>9L(tE?
z^=AXeMoS2s9p32MZzdReD<}@O6v+1&`c^L@AG(isgRN*CG~bl*eTt(iAs;FW5Z1Vx
zINvoKan=c8jV-N`u0@A`tSXxLOP%j&KV+8X`(?Q9h{6Ne<}CXz3UxVg9YReVfx5cE
z+4^`lFY;I5M{{W=kwp56xMNhrZ7XsOiO&+rq8S4X(Y-nv;jWVH(aH#Mqa}WUaP{8b
zVEo_lZsOYo9c`LvBm?l)!fe4e1N$PP3wV0R)xEO6IM+LG<Cny@v|v~cnr(orYfPNB
z1dI>qKDmo@PGvY_xayX=;+O4Iy|bxtKzDGnD6sOo&&MC+SDb}Lm>;V>7rl@85viDw
z*X!dEe-)Fuma|Bb?6!3a8tAM6Ur+z!4tSl`AxHfmKl?eGV)g50L@F+bYwFg{qB3V}
zWcTbg4yJ$b5RXiBP#zuT*6qa|r8+4HiX?OyN$%-DEmPar6UC;YPKLWT(2)2gyC7}B
zTIbOz>%+auwet>nq<ReK+A!=`7XAESe)_gWJ7m_GGIK6~Ft4pEUUMaF219j`>=%*@
zX*}~(__y|%NbK)-4*2&N`D?lcd_U)XSNivULg+kG<9os*fa!A{XSf;TyLFbj2P1=a
zdr9gnN>U`}5KaIo`9#9Cm6(#{*&6O1MZ)0&To1c@koy0w@DfNdMK&R1wS#|sX5PTj
z5B`On-ZKKT&!AUfX5ug0w7(_lYX}_lyA*!5$Yt1|VPU)TAyujxT<-H#uAqHvH{kmb
zQvKrqpOa4NDM3y_%4R($Shsslv^`LjA6ywu2_i*sjgZ+Ns|)!q2}JpsGP~!y2ht+A
zCA2-?wzIBXxyx40(7x471=@O@$oMnvLH>o1AqHn#NiA#cr#mGG6)&1Ej_2&|D%g#8
z6c(I&hncd0XtmO@YOJiQDAOyFa=N=H``i%QwBvZ<p2S3IE=iNT+V?k<b3M31Ra@yh
zB}~&fnuO*8LL^*&9qbv}mb}5wH2>EWL+5)1wzYdWG3g8`l<U9N_E~Gwd_RNw+dJpG
z`%&u_fx=0=Fzn=<PcqQlzbv>ic%Ug!3eL0(KKk}GIZN5Da8CK>dWLrLi+j5hz+~&S
zTNYm3+ZBI}#1=L@;C;gH?47=R4oS!S+YMz+N)6*5zO9UU&p|6U1BCT>s!Is+d^KQ7
z?Q%`RQw=9sQR=c1ScH~1v^_{MYRF~7<VU!J4G*WE0l`k0cEhw+TBS(1`*i(2CT$$4
zWdu8uW`akeAe=i`R*Snpb>jKQ?<3fq93@qb{{$<xgzM%7xNk@<e;16d;PCGVa_R{g
z(tW6abUCW3P?i~XGHAWk*4lJnN{_Kh^8`cvL?I~Duw1x>iH*GGiTs`K3o)k3`-=0*
zVLvzz!x^dl_9NK=pPu+fC_opMK2$|9DDy2fR4YR6A3j@vuDab@eYfj#2|Pj7scEw%
zP+Pqo{zKYYylV`5gFt=ZPfPkOy&oa4L!^0BYx?kb4x6({=Mo3aX9Gr%&j72UP30F4
z=E9!@8{bkhrs{H4UhQain5lAGN2MUOta5B=qT?IZYpKq83C@#hvLsEs&wPTeU+F*r
zxt<<qI_4Nc*vNAEbNjmPH+GIe1S(q8GBC3+Ln4;7W0`6h)^{pbwJuYsNC7TW|8RrF
zcK8d;JfBBm+4L|XJuEl5`Mtb~T5Sn<<q&jNStet;VYI17W$YNocuVY@UP9r&ZZ-dZ
zRn~s6!>(C7Z$*h9*&TMd{BhGF^Xlc|ZiD?UiW^)W-^KPs@(de_-B&UBxE~A~<+y3S
z8WFyq^;N7-PHG-Qiizr1#z(iDCl*NXbuD4T`q%v6+)Gh6OrMhF%?OEXo5XgXguVA2
zkuAfZPA+6sT_eG4v7s9u>-SfF7{o6V5BOUP{BiKbN>;~ii?9A;BtW0MeZ>VRV95k8
zBUgs@PPoPuj%F*$U`SG{zE-oJ_lwWlum8b<nCo``szC~N@Z^Yp^gBoY;k&qu;1Qll
zz+eAShy3SJm6t6V-=PVrXkIhw#%D}hZuqw`L7vP+@H))j0p-W;m*YU>MVPrm+aEl;
zn0Z^6w{Ag_y%D<!$-8EJv<*OU<jYpw%YT$2<cz0(WC9*lff^hCXdxG<wyE$Ik(us7
zJS}8Y--$K>Z_KRjZqqPJaaf@|N#um&IF5iR0+9{w!D&YIi(@iRDi7)|AXUn5e$|fj
zz?#N&>o4d)ry7w<CRtxid=Y}*AI7Yv$qj|nC_c58NA~z#=nAH1ZA&f6F87sR>cNgb
z&BA^G4FPl)R_MHKQgAOmrm3}H{j)XfX;i96tM-uIoOE6LT)p-AU)0;<4~vYDt>)zz
z+8pVIv0e=86^zQ2Ce6=%VO1Tu=aJg?ISR6%!*aV;O^E)FUZ8f4u~M5<w)x6Ge6Vl?
z+O3BN3Bk%{-HJBZz_3)d+b!pQ8aVXpQ=9~K0am+G4SAoB12ANQ4L==9Ry^1>H$HG=
zYDj+5m?Ee5Cg}yB{gK<XsKbGcKwS9RT!LVfCuLrImqAeJP=Fd!c95_gN$vSOkx<K7
zD#ZP&M>!bIS-<;tzMk;w3g}*iu`@*jtQzx~x1@><17u2d)nb)-=0Q5NlIq;;OeIu@
zWx~ZWmE~~#mT*Fyu|eRL^=$0gVbg=ANO~ND=r;M$s~eySe#E=)G;yvw>|BXbA>mxw
zdrZ;6Ez+Ywb43Jh`1g!A@>s{US0Uq*4Cq)zCdHLBWs1m_xBjr(PkKeL>}eSsKSwBN
zeDl@q6lR>jWsRvD3Y<ZQF0Br@fLUzD&V}=-?Ducri}52aw*E;hv5;J98}Nxs_R7>f
zUlnrfByoXvSYfCWmYM|E<mU5fu}7iL&D1t-?Gjc|Zl67H`%8h5`2k=@ZtUi(?Zo@h
zYPk(t<M9aDQc_LWpLJGPrvBva1Z_eV^D$#uT_V;E@rIyyc;BKXi8aY>So+u@>fkzR
z%@_nW*ssN>r>@OZJ8M4f%kOjJjb*f_l%8Qw`fl7oQRQsGeIm|pUS_CyhA1nUE#3~8
z8>Xz>{w!IQTNCwe2FT^s-7+DC*=xJuV-hzf5os&PLOYj%s&h^G<7_@|<0hN#X-6%K
zC|QZV#pIXSq1lDRk-JhFazE&<func-;rsOy+VwaHe}d8zbbkSt#b=s$!`ppTzn|Pk
zUl=c2cRyhEIF7reT)sb`<pWwKnJXya_<=PMknbg3J>4%n&%rFs;K{qnxoI~c0OS)|
zKT=;rqh(3A!RMq=Jxr58KghRWzbg4cKp~&^QPz*u|NRp`CxK7J_s5!=#}DN9Ut04B
z(ACEfM&6H8eIO6OY(=}VMK9vm*a<pIFvNs%nVI|H`^|#(oK;>~dt1mwR!*9_j4B!0
zrxR?#NzB9KW3;&NfW6GPtF(|O%j^n#4J!zxvnEl5A&IUArFr^n+XFRy;%M{(>?sBJ
zbey19z=>h*Xm)}HpchfDNOk86$u$rpEeaO>$P^$Y@3|}-k6m^QHnVX@;@ny?^xwx)
zb36{FIyNqHH_aVV82gq+dfzMa%x*E8H2x}f@zd<CxAE+bLN@1fQO^=s3a4aq1I~?T
z%LKYCPt4bY5@2w{r?bEg;84A#eJ@LSA#bB##woXL&-C-}cx!W9187pY`&x~}<9}{=
zHBOwW<eS%i*MHN;tp~~whRPfgCxme*Ap3@~FRz|iWjW%aq)QV68tB5@AmjiG`!7$+
z-_5)>I_tN2xDmVTb6gcr0Msw)0K5I58}-(h9GP|E;OwC2+P||)1pPGvy!^?x)QkIU
z71^fs2&K<(6PS(l=}mI)MfAKGB|TA?rZg3GDLB7_E!p#!u5R~E-)$Z*5K&DB$i*Zo
z4|NdH_&O9pL;gJDx!d%+U^sSaAP;Q=IFx{m2ZgQETj~?7aILGSm{GLdi;Zm0s!!I~
zl}S4JBOnyt36GHr4wAj{nmVhy^6Isp(7TDX0)4hglCa5znUziV9goVh$*$j2Y1`9F
z;wnYSg=c%-7(Oczmg-g2%|Pz7!baS^p2RF$a2&cB-@Rd7dk3n*QJep@V;zms?>Iq}
zPP7jLfc4X#EnIOyK=6jried&LnA7jy=bL65)|4^W{TbTGnot>L#1J;jr#Y#sRO-ki
z9al-#hx*1<2b98gLE#P=j%7s}SAVj`q~FRy0|K0#$gwrUjzg)lq(%;*S23i|j=tj|
zM=ouvXm%lU>py%IA8(VA-F8#Vz8hHm#Gd-nHWH|NhmlCVhTW|5+BaW1d+q-*M36qK
zdt~idtuL#{j=?JYdf6hMgg(C!OzK4Xm38t=*{8n+EOS4x8Vaw;WBL+YxT|MKa|=dO
zhEH%pW|NgN^RuLs6?(h$TRY_p!wD!!Y(OlOH)0woHHsTZLCP~ahF<-9j(hfwr^k%~
zVAI!6$s3=YRArS4!JN;;u7(t|i2zYQ9~uQnreV3}tJUul2#@E8sEou;QetD!6?FJ5
z)YNyiGi5;guDz7g^J<}ki!iaY;eokY>cRFeES9BLt{n^aNI6|k`2>~<(i#XDcQ-?K
z!-nZ6)2<f<((p`E?#+O+J|CO@Kto&g&95rR!AK9xDCen9Y$Lr)n$*f+!@fYx-}MfG
z-|Vt6PyUaE(WX`qw|u`+l@Hbeq@@<(znTDWF^8N6Jd55^seeF4X8xJ^EaGC->oHzY
z`|+ByZ)!P`U9cE)y{@8VS~nJV@!lpgLQtlf4q2<53;Q;D>kLg#R9cq{eJ3s}cNdZF
z<2h>G=Ng_NRW`4y(YF_2om1bgc#yAdi!YSz$wg=in-4V%UryevQhgpr^2{(CeTUFn
ze+!pSy^Kiu+eG^&t#*bBIc-$~Jz2b?Hr&IV{md(%Ss2d6QrnbE49W!~ZN0wQ8bk!^
zgzLi$b!PWJ>6ax|Rc<X?k!tf(Rr<nM&#j-W1ZeRoQ3STc%bzf+W)2_C&gQQ^lS#kX
z)1l|k_to}v-&k9f+4yJwD7ZG1hN@H@v+rM#A^qjY(d$|V+uKodhz~dhwdMV?#=h5m
zUdP7kNd<_~tQH@F!{=WtEbIP)TdmD)>wQPh@o%%+_7Zd6=)r$=)AQr@?hgA<qu)!E
zL3?+f=+a(G9ndYExx23nfQOjrkH1GRUNGdukB@yEdq>Kt9aik=Z^0|zmOZ!vL7DHS
z{Wjb8P%*Qn8CS&WMk9k&XDp*l-B%|5sw79_RsgC5K#(wRF27P3qIoSwGw2(Bwco0t
zds36>+EE!KPQ@f%hRYE6<+CEz7&vKr%aiNO9qpkXF>lI{!&2w9|E8HvFAryL)0YnY
z!3^w1lh!s8*>J|$lHFfyIoNLlouhJ`xHtwO<#qD+%4pCPdkb6Q?O9L1CuR2h>aljB
zj9698V^J)gKl1B&0R{7`ByxKbeL_>~mN&MknEN3pIh?tpkPSXqUo;Nv)E$)VO71J^
z;ZlBsYHB@M{;U}Xn_`T;gL#UcYkL*7r?Mtm9~)TUvRRR^d^FbKZK7^Ygs@#xGHy<r
z<8HR;A3hD#yZx^b*^0MO6MvnLLzcrh+j^eQ-nBHOzmz1xWe&)@{XY6(@V_lrtI7HO
zIL1MKiBX|0HEgMoj;Gv@>pzSWq9tciHlIPF6W1j|2+AaI8@?s%H&_cUA5QZ{fCm*z
zNi#pUv`IaF-H?SH?N;TMKkJZkV-PA)9Aj#qgWnZWU31&{Az&g)%Ocyl1WG?4rK{JE
zX%guzpI_^2LJxVa6sU@+_95}p5)w>NnvC_rc#N*$p=OY!RTiSUs1AF1d8fkW+A&v#
z=^<c@@W`A(ZDMG1#wp+2MaUm0eoAaLud9X&<22>zzRq#ZJb^0=(KP~L&w>NvsxLdm
zHo3g?C8PaTP$9sTX?qIQ2uCnXml+a_bcZers|1HW?IdU0>qOU$diM|b7j2Ts*9^lY
zn%M6*wQbi~YnFBrS;Kb~RhN{wEc+{ZkApO#P<qEmuS=b%=eKp9&b7wHu*2}HYF?%u
z#8UI7Z*^G2Esq5}_tGCutWMDQissg@!1Qbbj^!=|2cmDVNm!e=a+9NkA>SUY3BKOB
zlR_)U`J5Oj{B{+5`UU+Dq|T&l+_vffpI+Ev?Md<Eq+4`%ppmHu_jaaiGQ4B*aUOk|
zd8hCBkhs#tlIW>1;Qt#>K;5_&<$L@98%qo&3MrGr`_*XJ8obcOxh${8qqF6ZQ@;;F
z%}x`ir2;H239L6+^HgOAsdLE}v%)G56lBk|9)zw1@M!E^{URC9cEA_h+F9g6ZDPJM
zJ}fBNwWKdJ;+|X5NOOdpF@DG(rnI(sWA%cTuR-Q*)jaD$3qqfntg74IEQ`O+B!C@l
zj^VCcDyMnyr6I(<jTlG{lB2p~OdlITL_~Y2k#=Ak`$dX<2ASzjSn#XT!h#A*UAtH>
zE)m<=vK-U6xNZsN<{?em#roXWkTziPOs<>nCS8}h$s+BMFa*nJBiMw_tgOjk$V;aJ
z4{p#n)e}jH^6O~C{B(hgMh31u;lmA$fK$yEJ|--!XN<hQx$>k8nZ%Ca{*B>gpkGXG
z6XR)OavUsjFip3B9fADeUyWBN<$E_gkWhIK*u`^EuHzrROOszI5Zv1$9md;U5W7cg
zD9o5^9dWn%Q&oF;DqQ5V0ZX3rIO7tJ1;#2xn!f@!-7m*l<$CWGMjpEJTT5}UIEq^|
z<S&8~t5vR&BykoEmj~@W6`g*b+9|`@bKPF8iTnGE(U~)YJ5rIO#Ej_w3X1=eFzbJ_
zzpq_09$M%t80|Z<2t7b{zLx|PJz;uu2&(0L`z7Ly8hmPluGgmD9D@$a2>0R;ARJ7M
z{;p3MQ~OMmm|Ea+ufP?`K|W`1Uk?{<ETHF0Db2WpLY+%PSd+(N^S?qM64T0yWGx|!
zZAGkbNRgW=Kb~VPTwWH1#5|;H9o(O`%O6-F%iLqyAJ^yV0;_qD_vi@gs|`no{<1ux
zBE}Ln2#rUJP>Zg(IWG$zWLS|`O~nWXY-JJw$vz?sdOpe>L55>=1683c92&a(<m1B`
z0zb`VT8pjX^>rk<+n~Grs28Bq_UgWxL>{i&VeNB8V!SQ@3o39suZGU2bJdEWEbWRB
zQj&{9&btKVDJ)wgjS25Z*;YEOZJ7+KWb=CV-GC-fdVm=7c^vD-3!;<?M%W4cy=fA_
zfbur~IVf}`O&&57@lB=;l9;l!!M7vqY7_%~`V+n3@8T$D==yIW&aaOWhub^b$O5xp
zYkMP|!(5YdPvT>OW;D`>-D>{(E08^JoPc7VdTVk{VTbxU#8ELsy_OSLDebifYzH|)
zB=npQHQ1!-)<z(P2HhM=fI_AY69lnbAABD|^B|Sn7(L@MocNizl8^<+=8gjfCF_>h
zG(6D&7Qp^~za2fd#$^MnLSzP&$s@o-zD~_=a9*p8E>}<CcLi*mw1z`!v8z+i(Ns<x
z8A=|PsWLBt^V->Wd<#GH10r_*hi@)u-pjt@ijcK7RzqB!aGTDmEbM)5|7*eDh5mEC
z%0?42Ur?jEfRK@`Qy(p4xa?ra7#0p-@AhUnNY-$4*q1r3wEcPsMt#^|XEAV;kpAgM
zVW4(C&GmT;QeGx`+|r>BV47ZAlaN!wJA=w{@c`_8P-Wg{->6a9s)OdNHh4Y@savt$
z21de*q*TRte~(RAuqB3Mqu4_v!}h!wo0+LW{5|;t&S+Xpx6}tS`Kyb`4xTMMWBlaU
znkl7%=<lP6oaGqL?X@Xhcb#KuEuNq+NjB%@-XnJSP59qydo!)AtgFZ1?_`Vo!*{mr
zx_|7yMti(A)J;=sq$|2)?|OO82q?VL7G*}ZUwy9Y;J2OJg7uJkHvNQDyb$~IdB<pG
ze58Wr53KkcM@zE&-gK`tmw+$6<<%{VSO@5S9kO{Hg4i7>;EBfA;l|!?-RgXlwAiL*
z;k;suy`kcx951~?6|v?stPQj?zH(~1>y>94AZNZ3fnQHVY-}@59mx4$>+Ed@8NR|`
zq&uu1YPi=yLw4aDT$@1q<O6=tWJR=QiVkR*Hu>&UaQ7v!{!VPdvFXbT%zpka7qOqL
zVGI4)Hq(#qB%3_;JxKCpaRf14SUW`#OK-w!W{@F?fO@wOAU$QPn^q0`sn%Y^f8vg#
z{1U&%xn>Oeds;g=_}mo<e3su)X2=_Pg8v}E<brfgNg=K%9aY225(dSp*XEkT{c?BZ
ze$-@p)37SgcVj*uR#Zy1V(afQG)uAfmxs>U9Mrb>%mF20Te^kFIn2E2*~q^sl@Y5X
zAe}$Lo6Z3xJ|Cx{bd7u~VQ1R4Qy|&Tf|;=$6aOVV<X60sc;ja+myxn=aHZ@0=!LY2
z`C=wi=YHIct>aAPpMOy=i7w!l-B;bCjHFe`oDyWc2NojB{Ebw~bwUN_(F$*QIIwF|
zwk+x~U4|>XZT&T>;6}59$?W%uH*stxTduEaKF2QfKK&Z$1d01;@I&Hv3{Zld#|gcS
zHSOLm+0-)UNBCbs{(vo}!|+zY^I(R24*eO2{*HhXP2OK3d`=JtZA|>S+(cBO=lu9o
z!Bp9|?_BiSqBlS%%6e!S>Fyffs5kumRNvqqK3QbJE(#x-bPKKk{^3l5Lhu`}0Dk9`
z3A&HF08`%P49Fp3>0TE|{6PeHS<1NLqNe&X?L<fuam2}qku&i<I~QO~J&KpaW_A+3
zvDP*eP2=bN=PCkjv7?w_ha8Rb5|Zi<rq3nrMK|2G;ehN$xjD6<e!QMtHkx5k*S0OE
zejjZ-sL-9_abS2Fz|p;*;4X1AQhv!{u=%MR{b|g!MOy5jxQeqJ8Ig8&oV~gDHpq^g
zf1C|8+E{77Yy-ACYROA|z0&gVz<#{U7YN?2ju+?dX$Rf$V3SvF$N0hAiJCBcl2P1o
zLh8FL!nG8e|47^c=xk120-Lz!tE55CQ|fG^N#@o~@Mjga4-{I}FY0p{)KjX;2e)1l
zi1G6Xze5bf@4Q}&B_SK8>PU0`FM#=3#mQ0R_<lu4-1)GM9~JBqveSZw1O=&a6xw*Y
zqe;nC*ugbhWpoja>jUgv<)>@3IeR3qmC>*%9Tu+aKKKo6-QpK}$_#2_pb>;uAfPih
zS(28=yrSRbcn5qKoLeRx@IN4S=MPOyP7(<zZ5<DpH7(T@a(BI$^u#l`oqNOd^zEA-
z`KEmD3!lxc7B#h38w$+s&IO5FX<&XpzZG`x*apvPI;XMd;^5hNF6jvG|BqZ~-pO3E
z9e!V(kaE?!PYb($x~j;S3NJH{Ho0glZP&PMeSd1(hcYgI^1+^u?RKSJbkoBIU3O<o
z%RE`XDD#gv^2~=r$9v*Hf_ck%3<;nzFf9Ix0OxP<L4hU9bU%XUfj6m&)TS;j0dcmZ
zgt$3iHfkT9QtJ29)V9ir8`@Z^+MMza-(OO5ocp91z>r{UgXYqLX2?H#Ms)RlV|=i`
zefSdoCo$arW8d+Ae!1%9ai_nA#iy*!Zy8f~oik~1=^wuHWq2jjJH6>2zSx6bi!Z|X
zb)t~?kp%zzG;E|xJn7KX)3w#{5}ujNV%8k0otp&Wlw{D5mQ4=sdPJ3sDWwVGlPh+6
zopZgIuf`^BU0$JP?)(Ew?t(3TKV%+hvE5>ShEpZov~3=O+N@Q?+9qo$*q$Kl8uVW0
z$zr$MpdEzy8N7o_I(K2sWJ#egcnV`=v-|)SYY?|g`+YT)FPV41bN|aBT^rZ)-ssXi
z4xnC$B6SUnS%A8j+^*|A{?|K-VRY;99LJZ^yrP8k2VpSNuK|2mJ{9km2-7!uZ(RQ2
zU!Y6dl6Wu0i(pvL>8I+uVC_)$TvjW)3TfA)jO2LTY9zutE0u}H?c;Dcr<vLbCb>f!
z@mq99emQh6_EjcIa)^>;0dpubHzlJwLg*ru#lcCR7`+H;RS5x=gfRJMxV7~{bWK;8
zxY6#$4})>?1Vg#_MSEV$M4@h0XX4m#-19V4w2d_W4d~|kJC0&F`^!u@%yceIeEXK$
zddWN6V$f?>QRbVf(tF3xZ(~0@uzh2kh~YzQ=a=VZeyNX&q3{wRAS*`Z@o^Z>zpH`T
z$24YXe}s7N29|VyGqNfd-@zGMUkT0Baz|(V+ypqECUfC98K3we1?TAtzC__Ws*~)-
zY@U-^5W}Nhy+rVan<t&(Py!+Z|D`uEqbe^_wbY@$u;z|T)4i76N#By1MEvWqGfDS`
zz$Ro%*~N`+?~3M()jFT3aKe++ucGlwGGB1P5|Yezn#lQi?T~RDJM^=0$6H*?g?v;E
z;=2n|2>X<(Klr}dfihCnOzg0$GE}LqF570kt91q?zj5fAKV|3gS^LboWYEBgHcG!P
zbXh#m7BwCF{=ap*qC)(m*q;|i%+My1sAAvI{T4qhFHivwqMd8$z(J^X<?+vB21zrb
z!{^nIf^th+=UnrzXc~(Ax;Bjp_RBy`@L?K@tGX)O0E{{pjNgBjr~{ARX%DCZMft-z
zD<LZJn$dpzy|V}SRR9ZN77?XV>RCI8U-K&;KfSqhqAyQ_%bJY2P~TA1)p9fV#xh?T
zqyU$MrXfdUgfR}u-g#|b*Rf<JY5qhf+hMzUxZpr#F~qth_2F-WS{bbyBDc`)+a*t7
zR|kkrN$t|y<?JHESXxOh#xRGw!z=^y4H`NIU0#6_Te4W~o7wCf*GFs(>}j6|%$q_k
zbS-~Y!;U{EZ|*>t3mfLCOxxhBxr?clxaIh6T<Ep!nUDfTpV%|kd)@@MvW7YJ9d@rt
z*0*5*a^lqQ9|rH*u9+S3Ce764a?58UJ-3j$2i$hx3wG4paYLVazy3{N-SPv#@EQgH
zeG*W6$L(?R8z9k#?d^<MB@D6b@h^%I_s32FzvlLfLtL2jTn+F<%R6RZdK78Gphh7e
zY<J$&t_Ybu%XCF7n^=W}@AeqGTZ!>{C^D;2Yb!a7GIMs9A9!^ZDMLnRQ1>RBdvWK1
zKZ0FQG#nu9gxx!L{zW-)x!sWX4_|1min)~@gg;U(x^DQ%J661#eOYq}i;KAoqrV+A
zp$quNyvGhs8OQL&F`{c+3}mC4aQ~AOuW|Bc@4%%UA0NQn{sfhk^F;RI0kQm9F#>S8
ztBJPo4PV?>B{DZ3u&B-%gfIw4-nN?Po0(bK=<s?<X&p~(_zsece3K7?W8m(*IIrSd
z&OiK<z+9fkhQf#B_yF$Xob`#=*ZiOCRH@l3;qNIIo%x8NRPwL+ErrD8HjE+wtL*Mg
zWBG7e;kH~j11kMC0-nry+K7FC6`jR1l7-pOaP^rKh~*}Kmi>FjR-?8{92@A}5z=I@
zabY40>TFyuacEN`8k=Enf-JWU@s`u-+$(X9&C8cxAxlK`!bq}bpbM^>6PeRaH~!?7
zgsaW7ZEL(3jRO;rw$#B}Qp?#8y-9E&QRqGxM0&D3rw0c<xMAp#x!HJMf%9;dX*Idl
zgvUlVNQ8e69nK&Y&&HB+bw0NT2y#@~5pRK@tg#q2gM5GjW2I*XnKF<6&P{lN-A&Aj
zG>ETBEdk?|hc-60sWNe?4#iz?G1}i9{mPr4)A}Pds7mf~2q=QDHfKb<>UA6Up>F+`
zR#`3lCzTe}ZuzplKPhW<;_w;nsD;6rgTHD?owmUN28*<vsoNbhB<!-O6y8L6t?+Mh
z;vE?p$*Q?tAtNw%dBH2|N-6cqJDUkcLga^AE-4Op?Yvw=x}5zm%I3tbptnNlA8=G#
z%3FR`^*j=i<(@0R#2JKetzN|5a!ka2diKUN_~MHa_1=8e6=XGBbZ6n*-W@Y~*!*-J
zIRZnM`@*=19^4v;F;iO4t`XQObErR@G2R1g!7Qwm5EOfLdc!CGKq{Na<Vt)|(1#bG
zRmc}A{x+^i3T<#>jKixB(ofBt-#YnGhSI-u$V95Lm{!XWk~50tKlfWZz)|M#X2Vn8
z+>UIxzHQYAMtt^L$k*Jk68NAzg}3lxsO_c+EX-tC9w<)rUM+;qA@%6!rClz4uWFjK
zY#YySBq(w5zp@>6)p0Ly!?ZQcIG5**koB6zeql7Fs{8$CiLixh7p1=OBVZWg548bm
z*$BbiVzo5oTCkxII2mPvAd<BrH!<(^ZJW2~-^~SJz$b`gugFbK3`@F^GtTxba&@XH
zRBeO*G}}aOcy3<X@8t_VJGr=BA_?y1jlY<_x%Jk;noc~n{)Le_L4}}h>RNL)?5)=H
zIBvzxBD4NwVI6Qs4GwQ+j};rPse1c7B3SJ8-zlGiSGgKSV>tz{jr5eI&Z~hNO6$zf
z?t~Y8nse8d@3n&5@l2Kc<iGMq<$JAvtk-UkVP?e9#ahW)>ord9wiqb-hyHL*c46aw
z!Dv{p)X5`^L{hH=LP5~SpMh|9;N$H+1z*8;M=i%YE1U&ue*U+d*aewS0kz0iO~k%2
z+x2(lDrWm-@1o7xzi0iFJT+D#>0mNKMi7}f8Lkr8sXvt#m|E8R?``RS$@{Dd$)xrL
zL`hIfPbD&KaFxgg$vKfGZ<Wu(KYtRAt;0-rK`QhV1xl=J@X^@mG0o~r-K4I7g^ELF
zXIgf3=fT+p7ZlU%^M54(iWyFpeN{2eLrFf{=0m?5$2b3ChUAj1pK9(`ld*cqQ2&*v
z+02&YA*#;Z>zcdlRNaPrA>_o3fOwDHKz+Kd2VO)_jkpf+&jI$j5p~CewY_nw5jW9|
zKra;&#!MQbk2*gGkrHL;8+Kru>;490KH3q#*o&R}<?gyykg4aPxB@V#?p|x%1MJ|w
z3W%<cV08*do>}d7$J0&b1skAEiT?JhrKO)sOQP2)Te8(Kvp5IU7qqS`?;eZ|c4;4*
zm_dVvvN6_><R$wQl{^ET8BI>+>=DDn7l>F9R|M51ge1f!ksvLd$fbWm=3wWxGuPBK
z&v&8|*7{k@=RVni$~Fh|Eetbfu$|2qZUK^9-gMFGkTN!RQT<5Ks{!!Q46o8q47WZ)
zZ2X5$x1yAN6%xUlu;^Q3m%aU^GeG{PnOVPB@CB9RV9IDNkIHR^aqIP6laJ3=1UfQQ
zUO*t&r=_r?*PV?WFW)mv<kk>@N{**J7Qa6Aj+8Bl+O=N4!#1_!-t~hhzkW+TaZ%V4
zHij^<*oC&56IV#frLzW4e_$g#>JaboDi|cywwshCGQGiNILRM_UIQgUGsaBtx+x-Y
z2O>JehX8x9!~qH3c#R9BK{Futs(S8!UF)G0$8t!G)a6(JR?NNP7_%MwE;^fDDTT~5
z;~MY?R?^Xc_4Zj|P#+WZxH=L4x`__8b%Xw~dqUJ+Z{)PL)`^V;i}<}RZJ9cvl?5Bn
zlYmh+fE|nWxFaif?@O#|rF@q-)T*i8?w_oYf%v;4qmN`4KcnjtmjBM#nUEoI|JalF
zXB$~)88OR8@hjy)Suw#OwSItlGjdx`+<k^ptsBZFlg53xf9(=IR2Wk-PU&E>R#Gio
zDS)CRr;!IAz4i>`hDgnmAC;dV*ty-KCw?9;rFaK`I(Pgtmm9XQ-!D<FA@_^f2?a;t
z?jqRx4{&{wpDIX40JO&3^AZ^vf1pDar>9F3H5<b7rjEXhLs7x#N|#;L=BaDg?^WXN
z;u{!RK585p(lQfsuFp|LJ*nK&!ehx)h0L&f*xJ3Ao1_(U?!Pmp(1+uQC<kjZL=FZq
z9yoC6j61N>B7E;0^Lbk}RA~8-6VYR>Yokavigt;)h(L*vp9#)nUTM%pl<e#%E7^A3
z-x<a+`sWDlT)_z!iMq8P|Lx1glkujHYSpmNhN$gz%eJt%i?QN6lKVP6)LFvAKt_M_
zhzRl_x?+votFsNgjy&#I^yD@^BR}aU2k9lhzO{Tc?8s0YI!8Im*2_N}`)Fcdl-4+J
zV_#>Lyque#Re8{r(=Pn3rdP-Bb2l_yyP37!SULXNzENk5K_C_U(HL334_@dz2R}#q
z0oG`N#a>DERCk2{fP{8Bk~+gQsktk2s$7P-x)Bt8LAxh%%OV%4!>J=H6L1s$HZ2Jw
z9D+NV_@ENt%^#DxGOco*ScFXe@?WpLlKV?5{LeAo-T1|Rm@QFc{d(Gz!{Mw$J=tt(
z(&gw0Q}E+lkX*QPb5tUTZhVWocj1nr?PFvUcDtRE92yU-0^TTsY0D(^4&s-p?JDj}
zPvx$-L38AO?--ySa?O!OA}4;$n|e9?Z^b}tgtWrGtK@L}YV0=WU0-C^0rm9YPyYu9
zkJ(G<SH4_Lyb>r1GwVGbj4W^V<(4hpBJi3L?zcZ}!5Bk8MHk97t!0aSwoS@Om=1{p
z2d~+%GHoK;Gn=YM^S8C8D8PN>PaUC|rMq>d>YK4_=|=N43As;)X~s);={{!^HxuK5
z75%LOcjf~bGz70?dbJ~cBc@aIk+wB4y_(x-Zwox2+)jh4_tVyyrJ4`VRzHi3J8@0L
zx3y)5RPWryiT0Q9v%A>Wf_~yr;$A1l+m~trp|q=Rr;QAnJN_Dy?yF50OAY5qy#&bE
zBCUY}Xx>pd)j2&(K-me$(ZU~?CYP`|&7><sz^)J6>s)nl&r8Mqivux!?qkxn%n<Zc
zz6|5HoW(iU6B?V(oBi-eQmnBS>%8lpE9~GY>tT~&Mv7B@H^~r}sMuYY<;Ffw%*R3_
z(bqx22q6nEnPI6um*4>D5WU08YJyQ|%wV<?QVL!GN0Hy8J(#4}ZBr-gO%K`iv2q{F
zoQqa1bnivK`8>b(#{pH`K!!+Rf`Js^f&;by6vX_;AM+Yoe7Dh})yB_?CH<GtB0L1&
zMecvxr`nsOc<K6D!A(!p%Au<PM%T4ax>t6c-}I!E_t>dG07@5P{a?tu{=+;=`ENW8
z&DZG-bAu$hTsoBu8_{FQo+m&TIDv5ZUqcJ6&@kS!m|PNY=%nk{aJ-l5c2j_H*d*}<
zRLWp>q4fQ@^YrEj7kH{&eI!{6=ypC|{*-@vEso`=g9BIH<YQ6s$BBa##D$jfgin)r
z_$<ksokl)u69-E%ja<qs^-I&ywkJrgqGV<8>fV)c_I0mu!!At+kQx6N*MB>o2Et2O
zNj9+$wg-9afDjj&ghwEOuaprA^{`GSg`_qRVg_?;-9F6=JT1b6NT|*ugu>F_%7TK9
zmmD$6&~-^k=WG!?iXCuY#Wk_Sxp=HrHOZI!dMrd2H*E1h;r~MsstGkdTKGoWQo?Qs
zx96-=zQv^LZQL*~xmwQ2+P*<q2B9t<i!~w$cY2K9kJgu=NOD)?I^G7ywm8P(upP>C
zbm~udL{LdJ`kVE*0{!jNG5=KQVcqE5az(@#PF)I$O}Zf0*ws_tG&IMtbYSeIsG>Rs
zlSaJ+H2{OrESKfG&uV!J4&w`IO=`LQw-=>Ah_}?vh%HOAYr5*&(0g^ujl}*-86r*R
z7{J&R8@+TBMPazuO&B_M5QZp*@*co=MW=tqE8dc5ioC&_V379Q_Xuy`m`<9r>yWjH
z!pm#p%OnA&X$@hV;*hZ=h3JZY<%9upewga!t9^Rbixhdg`?$EPhM}!-X?GUdlx)bQ
zaQx2^e<5?zxw?Y*X9_;)U$R{;7SqT<v+2DmAs()*vmE#XyCyY5^sxhi*1B7-dbp13
zLk##S?HuSAE5xJ@X&vy>7~1T1GTbg<^D%Vnt2oMus#Z!z>+w$-wru;YO5*GxI;%Dt
ziZ$0#GWivT=YFhFPuajHQlYo~AfN8flfs57ODXGG>B@Zei0gynLa5IJ4H7@+D2?$g
z>7t>)AS1{FFGL|O=S}{Y(*ww+mCk+^iG4c3|7#AU*7&}N!R_!jt{3Jgm3O&M46TgK
zCpD>mfVDTcFnC}Q%49j^hh6OCUYfj}5q<O{K&juJvEbnIq1h(m3tPIVQa8|^!cN4D
zgYne((KHaS=?3BD+`uoA{06?mFxNER1BztbKQ6btp+Fl^oT*$izI%mu(#v<);~k2R
z_ptsg-}b5tm;}fej`65DrQUKins%G)aB2IpY}Q>er#L@;0C?V<@{cE&3r3yyJ(1VJ
z>bMPaA`|${Xsh<|e4{XrMt_69j+R_{qzy(rc^}4U*Y?B>?<h@Ag<dt=w)C3V`92Hi
zW?GS$d=t>-WA(kGt8h=m4P6#hHhNMCoonE!D!<DFQZIESl5&VoduM(O*>~QLgN(HL
zwcmw#)v(nLY0T*6oNLJYSWdhyXVv_j@w{DkWwuNYGaP-7-|O*dn1N!LU?y5LW}R+Z
z*1-}S{`j`9s0<@>-Nd?jo9k)yH+>Gf63WkO$7THdv?3LF1{<D0y3?4c<eGqemK$0r
z8r@Q@LyLS)qz?9aV>p}XT0T9K7D#tgt^Tz|u3U}A9_}q4rbWid;cr(zYl#@rWLTtr
z)9y>(<dQuMF3ido&A}LE|23Pg<c%A>^W1G0iu}yI@j_NC|6NNP*_y)fm}>hbC+7Oj
zee2XEL#wIG+jrydNfceZP~R?<T6%xOwTIU;L5Y6qe^ZZM1A>wjzJnut??>}m-ff$W
z%8#;|y^dRPxHKiDYzPTNjRQkY#(a0CouYRxQey3Y&B)1N!^Lq$B-f8bg_iJeQw>S|
zSJtnGFv~<OujRZ$wKruol95bi2-k&deZa|}w0HM~MJ<;atUOW6Z%l4$g4VjLY89%6
z(F?;f?Qc0m@MwdIRJoe5VbY~Eayz-Vt7_xT)|tbSy)Fw*k>#NOX<^+RU%DNZXN#LP
zR!yyX^Qm^{hYN{oRyByO0lai`A$V1T{uQxzcWLRI!Z(8rdT~c&D6qT=d=jn^XXtne
zhS7X;V29+6_4nlMLl_=V*|qP?YTkP3NQz(#;;fNY#7!>04&2iR@2n_Dz82daU=#4d
zhLuwb4>T!kgE_;p#Tg850AaLI-pL8+?ktapg9Er|8fH8Y$4v*j6RH?H)$_er@v&K_
zz2#OhwUt<wgXO_B1P|sd_9ed?Ox-ofFhHhXYThchE<xdgn>70jI<f=rkEJHgft-0P
zP~~|Jp;D8djpu05e*WyM9hL*f(*-|bueMZT-6Dn?_77hNiKl+x%c*Oql^X6~l+f;e
zB2pn*vu2~vg^HcVdR6yIF&t?h0;eRf#f2#lXLYYe%JpK*4pjI(h8yr46g-Y|!8hZ#
zY{JdVNVt&hxDpw&2Gq#?2kXCu{M1xa<y4d*-Fi2(yR>*)>UX?psJFTp#qBaM%$1z7
zPTN1*CB`(&=D6>!%F*8iz$~i0eM?>7HE9HV5IzHrQ`->xB9KuCX4XXUyl@wR>zNBr
z4@;ML%Sx1&f&ITHE7`_C3&=gejDmk%rOe1msa!ngp-twV?frWohI`b?e+PbkV2`}=
z#ajJ8a{iVN3DPilL*sRz1AMhHj~4+Fk$vkGa*}sC4Hz!sG~PM<h4_ykQNl1wmHinG
ziRu<ROdt#P$<arCEPb%L`h{4~$)LxDVi>B)+K^%r?g&Dtv_r`7ev_nMxB-f_he4c%
zsM2EN8C|x-ig>@S|C|(IOcPvKkYS(2OpOBL3zI^J)SA~zwD>N?7#0%zN4r__M?o8*
zi$q};BwJeqmg7?<XHxC^R9=qmwv;ow?wmxICQs^ZZuoE8*Z<d=jP~YE7)Pe`4cYyM
zX*#&;O=9(tUW$%e<~d}TeJR9t`XLZX;j5EWp@W4uEi<Pb{#fVo6?(J@BvV?Rn)SA7
zh3ASt<RaPJQB8#nM$jv<c*NrxL8+sN1ox!>flY@>8?R)1owE4#ch1UqFO1jBb&V7?
zTO2n|Mv$Ql@pqBmwP2sck*pjOjy;dm9z*qsP060#*vV8!81;7Bvfm^;o}k8?0(wEM
z!NuD$^QPPL{)Hl=A8xVz3nfosgh5^ZLZQ(!w|r7xMFxAnTF{JjhwomPgKSzPQ3sE(
zGr*a>jG2ig?DMN3I=y|y8wh%7GV$8SxY(Gq9WXgA$D#c~+jtU3ub6#f(i8uSB7l-D
z+N#~wv|tB2ACpA_hA;bSgtkiS(Y?d&<)JVOu|71UD031^J)h9bRu8Wor+oXZVu%@X
zsoAWKFqwuXo(OXfT;*OW&99%B-z0v3>zhGz4h(2ZKtCs&-eXWhdm2l9_{i`bFNywU
zTw48tyx8&34IB^jN&b9-Ag-&NH?7JIBMPPJm9Ls#tO?k=g{?ZN?zH$0nJbg7Nf9hU
zG00bC#2!Wu%Ft532MuIvp)5yJ;@xr_+s2s$dL8vk0{xUt$iOSoUw+&7meC$`YI<hv
zTho$BvH7?tz*Vn?TYA7%>m<g9>GCzfG^8-XpTByy_+!E#8^5f6H^y0<XN>tpWF%!v
zzPNxLr+_<Z`SkIqZ5*wnim--rx_~W6C>MX@6-{P}SbYqf17ah`Row;0Tyx&_+{HKA
z$7m%S5oF+Y{_gRwPlpuwDTJfLXjLWKgO|HlmuT?NK$M)1SBB2}QA2%4zr>;39vOPX
zyj>#p0mpKXw8#97-wVbTmhv<xXG-99j-s}vCp7RX?a^NA>L<JeLURL-`t6Uit09L3
zNY9Vx4Pi?tX8LpoXq#wrfmC{~jBan&W3Gk8FKG6~pN1IFJ>=29i~CyG_-Q-z#dAY)
zeI7d-oY!4}Hy=0t+8R_CH|AR#QmOR?wa}uVSnCd@)T{b1|6>FvTT;ypkSTz?bcZ`s
zc@E1&NvO|6%51*uNKy*-zP}Iaf#Sz}O@q;+Qx*=P6O}TRg{Rs?6yt%re}JvOX7(y(
zO}NEZ)kV&%mDo9%EwiI565N!4wo1u|l7?5vxQ=0zgG|IA)022?=)n7yg|t47>9||Z
z+nT%4h2Zl_x7tGwoL6}xq|EP~N{)=XJcnn`sD`gR!L1vb|Bx7~OwAqhH98TP1PoAs
zz{g1odPMF?h2zd9Z7jjLzJ_SQw({N2tpprCNQ{bIIP~G|N@RCo2X2db4|y$<j^nSD
z;d&;?Iej-FE|1uTm})E0Odl&OohN9wj~96I{Ihzcaxz6N9?-VUy7}BKpC`p(>t#5L
z(G>|h)7=77r958*?1NVOQGg6r^S)k*`UUpi0G1ZJ3(kwmy^47kIYh3(F11xyn5ElB
zyGQkyLxPxKnvUDq+ccSUptu6?_eA?Ql^eVV#RNFLa%npsxA^V>c%kJ{m0k6%CIJG_
zi`dfm1AN=I{x3OBzDs78R=XUB=z3TV>$t{~^za}(<yLd{cj6Q^**MGo{Z3DH2EN}^
zj3(cCS?zO@Z|<C2blTx}P8qL$k3mY|-FdVbD3hnLN`&%m($8G=9NDDH?_51uj7BuS
zJo8h!TjsW?>M08bi=15E*Ar)3cAS9i^gGSwd_sN0v_~8OcbqTn+@N>dP=bA>EK>g;
zzAj`n@>SeRl=@lx?}yW2si*7)xmQkLyZqySLk0$J4MBYcImgN6*xQ0jD}GquLc|+n
zQ0>@C6%}X%aclL&rqq@qDj=2K5ZS6BrZa=3q`PSdbKj^dY!@uly%3F4#~SbvW`x>G
zO+;p})0h9w!}Q(sX&JnMC7rFRNj_g;(LsJ0wXfIWeaO+*w~1P|d&Ba~ckcy>g~TrQ
zX|GFObA#9?nu2@YSl{XT-q#1drLQLZ>hLJK|B}E$#gO~w;);&LirEr-8qJe8zLa9q
zX9;=jJcH5L-%t=UcyUlnJ2eAoJOK-(IJWyt%g1K9T9MQSbNnfK9c4sck_`Zd=FyfJ
zzmQC@^L7YGoRI-GC=IE#JoNg8?&F-UBc(*|REvI@IL-BEr?s!Xn~x&|NOLsoA#d17
zOXU{B?9cVExf<lhpgo2avg~t#-M?6Osxift>GqOALp!Rh)K`=iDPDJJ(|FACH%2<D
z{oMC{P_MKv8pJjZXs+BRl+6fLCTu3lNLYWi)pP(u%n%<FqBR0df&HQqloTpvi=Rav
z=~3lA`-BXnR6H`z9s+m(%Ej~v1Ipl+3D&)=8Z;Nfh^ipRL7{(NPG=%$9CwbRWL~@9
zmaDi;j=73a4l+q_Uo70DSY-VMUENnMktc+lkVkhi%f`8W+wb4w^~98t=mu`hywpXM
zo5VX{3J&PAMCx>}#q(Cg{jDnqOZ*;LjW_V=0j8JNVb~J=v#M-O2#Zu~D8p4PkAc!~
zj%Vlx1yWS+bkxT%TW7{zpnNzD-^%i-D+2jvNcNF&1({IiJJ_8j^HZda`0;(SvCpkX
zur(yRYUxVe7}q1yw#24*k@RCu(jr4_a_u80B`3?8^R0erhB35tS7f=?gELv){^Qf5
zYz;^K{JDXWU>mq>FShgiPgd5ny>9>1sgqdBeOAf$>)UA0gwOX_E_wR*U4#p!?CuJV
znG#4QS{<+}k&(QMnV8uNq==Sd)y6^qb**is{$a22gM{heA!NOuF_bYmx;b9H#`DQ>
zAlE+rf}rWLppKo}3&h_;E=wyEQ^N8LJ#J_mLcgEktTD{BxBvlxBKmAk;s1Ij#A>sF
z4F;Yur<1cW(g8h)sA9kl&Vka1)A55e#c%~A&nah^-R0Zb?@-Hj*sV=w*-u(0>jtyF
z+uVk)Db;e#X=QJK5=XfUJ19yU4_r1{IlRQKgOC0+mj`RQUXFgj1d|-2TQ_*ewP5M0
zS(g+=$`>8=>lBkS-qmeVa&(kc8#Wv~64-A03lSrJ758aPyI1V}dz9TQA4AqCkL}%k
z+wi5^wXW7Q>86#OJ2_jAIgt|<N{pIj?JAm`GJ+fC+^i(NkFYJD_m2@iq>PvDHspN-
z1ug9&L`%88(5~f?tJQW~_pIdouXLVc3tUK(03FS_4m+mx`m3)1zyue(egb&lOZ$;E
z59j+&^0X=8SM_S6YY<0zw#=4$eP8LhjxAsG;a~aHVcwT-G_LnP`=E65=&dWk%?ek$
zi8Jcgh|}s?+a?#*G~*tlo1(`rmvqSlF<kv#P-el;X#0)lHeByLgM$vcE0wuH?pUBg
zX>(7I!Ru4WJ3FPyi+caEpT}FOYZbb>fSVqH!6CDUNWwz`-Xv-seI<bBzJ=+;4#a9J
zHW7P?do-~pz@Bkt`z(C-liqUQG;mlbk_Vb{T%Xd-{Z2D|k0Xn%V;$MRVRbz?x(8iv
z$v&;&HjE89132G+*Nyt@z0?m7QUn_LIXxR=3@JX?i(P7QK8J9NQnn0VfF}%@X*#<)
zQPl~RT##)4mY9OuUB_$U;L?l$x?Xoc!-gQjxkUp?j=lS0m;=zMg!087N<Yit+OPh}
zeOY)i=yGfM)giu$q9o57Sk7O)`%-jU`-Qpjm8-pu&Wz0Ge#Hv({?cJ6jI_P2On@;l
z9u*V2=C)2S+Rut%u)XcGr#M0YuMYCx_*somQZ_d_ORPfzA1DidJ@{9RiqMZ!uephk
zlYHnsx$R#&9()16f-`j6XuaIIXit<6O>9%;#nsiZD*R)(P<$R~dYQJ}GJ+(;k!c<5
z5@&$8*ItjM+yXdguDF+kt|gp(z-<4H%o_^bmY@#me%CUoI>k6Xx1%?8Ne1nI-2?aZ
zW@_;ZTj-ABM0yYI(;~ktH)N{@bYnMb_RgZ>*l_nxBIA|whC`0#P_V&AyKr19e9Sp1
zkRP2GeSQvNsYt`L_6f>_`jZ6hQu=Q>(}$eWED!seg$Y<DKWCZRO1{CPZDOv<Mw`Mo
zz@LzD&T;Yao;*(Hv#thj!XW@PUx>FNFvBYHlHuq|oH6xs6GXOLra;2HFwfI}^)gA2
zWAah8D=tGdMqOPU$3M-Zpgmfz7*W4{w@AA=*&xs$q11l!W82bFGPd6-2{M>;N*Vk|
z_u=4=r8^+jx|3$uAl9O`OQ-YO(!inh?S3wd;pk7JS6{5{sFeJ|(I3RiFy>u+k%4F|
zN!;gno~%-Q%>d<cWgE%UW6v~%P$(9GTha}^`Y+Vu6k*Ag0Lw+|Bzc1)8GGKA7w~X{
z#fyDri<wuPlWryRh{|W*BzIl0Gk4B)=Z^Ypqv;LDO1|SAmosrAD&k#B;7{vGcEeQU
zA!&uE(k&G{C0WkScV{w`u88{rQZl-y_uVKy<KHLFhMn=1wwL}$u#`6tyxAC*adNrb
z@r_ozOy3}UvDnPapx$WzG|XJ<%({-478t*xTew*V2B6kB>gyhH6xFQz94uC+u+44n
zr^`)&gQW+@B(GpW$dfAe^?ju~X0a`!<1G7F$<Mt&#F(pxYQ^uFx^zG$>|{oMB6VHt
zle~kSS7n>CyA-#E89iAknqxVbl^duS#S>KieCzc?m*2c=^8Ev=UYI?1*nOe8w7U#l
zD7_VaZYt(Kcq`Hj;Fc2c-zOYz#6|?mxW)aUcUv;Tb#FTS2YMY#J0Kn&Upr;J@97Q(
z!P<|uuJ3qnBe&pkrzLmCANR&N>s!}u<hAb<za2D4SaFcyZ1Kj9f?nvJY=N;z`|+Rl
zhe@8RJw}s49PFIMn=5KCl;E}p+BMuzWay6fpce)WG|7O)mk#RqT$9r3GiZqP8Sk4b
zB6Hnh_toRAX5PN1>y%=8Nk8BAuKC8^38(k@v_uCELVr7s;~F7QB>0~n<MO4V4ufFr
z^7Mn4=^rwjg0w{6Xljej%2KBL0BcvNeu(z-mAw&kL*YXbohsoNNyVRorhD?3{})?t
z9thR{{f}$at|&^F3JIaIMVR)n#3UiIgvwHqExX$;i3uUZC|mYD5vH>5`z}*<#?F{w
zX71~EruXaf`+h&~-|vqybLY;?oqO-|oX2^ba~{V~c*T&0=zY2xHFcxPgQ9P<Ec@Wo
zDOV|n%WYQNc2Nb1A7D^#q%f3BrP)|e^yzxOubOT|oq!=b>yU-4Kbh}Ej7oGJ93`kh
zl_JI1)tx)tE*z>f?7V<ih?sK1Lrq)OIEs7a-oEl=K8E@5N8&_rOm!HE7P|Kdc3Bk!
zbw<59PK#lbjMFqcjL^?Z#JwUg<$NA{(pSk_bRJWQ7qSz=dVm0)<L6I4W#!sYO5C&H
zk;56k)Nt-hxZtx6SxylgI$DD%bY!JkgdWc3Tp#;d`L<xVs>=f(v`iMK7sl=-;TUI{
z^SpNveGe%3fI*7yuDiQxxZ<4&%GM=h=Z>F4U08Ojz6GhnyK=D&`1Ew~^VP}xLNzU|
z_6joncbngXv@@%2NxQLhmM|s~EduJP@75Jr4`p2LA0ggpK$hFVev|7aU)((4#gmY?
zphj?J6cVRF%2x>;XE8IsT5@w)J~$$r^`1}$y?uf<>CR5i%8lbj#T%1;D3YH@DrxoF
zJjIj_Kp6X6t^Hc~#b??cnF<c9K98_g9OrS}7-Px~-%{@#tjC$m?a4jvp+m$<>>gG@
zun2xDUD3EWx8RAO+6YaZ0o4uGyFhuV`9q9p(6d>Jb-Rn!8J{znPo&a+Yx@hWiXaSI
zVI~~yh74PagS%X;2Pl~3wr}yzttHdncoY~@UUFa7$(1GR12g%JcPpC^8-sGxvNZJ9
z{p|Z{**F$F!sy+_-Z;R@VL!5<KE=-vRwmY>B`L>Z<o`b6O8@lp9%iOXW<A?<I-A>>
zXj`$0>u#`BG5iYT4|f5-VtrgvUOza;Iz^><(NJVQz0&}vYaw@V*kgoz#BgtR`Y!`q
zf~}c+=Y3}U=6J;jC}$gC4gI@gysbI+5ky+`at8#}>R9^g5tk^%;xoU_7`IV%qb2j*
zs>PY-a~*A@oUJ%IQU)wL|KG;V|IG<+yfH5S!OAX>kh02v63_Kt_|(?TTRmw^$`);A
zEEFTgYngkyPoSi59N~j@)%LY%Un6&ia<@T|g&m#-F^lQ|(LK~gwh*hRj7{xHv)=Fa
zMN&nfqwiLil$DPJqbUywok6CUETVAtn@?dEGWU#~W}~dV4L47Y6=i<bJ9QuOoW+N)
zXh$xYbYB;LUmFQ{Yg?pBrD9PAOd_bT9dDG0;9RSV${V@t_@c4KrROkfbRgD+xYSIS
ztVw(S*H_kDD@qynz<$GrC=dI#U0Qs(N}fFn7nmbGR>*1BHGCeRm}bt@u{%qgJ+Qe5
zEKX}f`TM}-{-Ox0?*t5kT5?kRq)tqb8v0XfdkP!#+Di`n>>S65bV4>U_DjxN-CNrN
zcwy{AHn&KdsK~59wd0>TE_`Yh(T9_%1+_`=1(4RVFbSJ-@;kYl{KCbDXuYa%KP#eP
zp|N~zaZ%OoM4np3yik}xpM8Y`h9<fAp^>3szBU1ZD==T9>BsVZ$+|OjbAKj4Zi#+*
zm>TyO*1-d;F-Ne9>ZVN*Jm;RF9&>Tq{o}tA7k@sM7JUu@_VJ1JKX2mB@^bTYghETA
zy8l_;J;x5QADZ|zfR%9dZP~fpCLFb85D76>jXOXS!Z^ba>x?sTC!}3)__Ap6o*iB>
z7&NkN%%7MSa$?qHKY6a2QD^XqHS*9`mTvpUT<8XJhd%tX80#+wmiD-O{}!1L?Amy#
z8qiFd&*N@}1TWx&NWVW2IZ7^?4gc(lntPH}z8Y)&vVhOaK^852;0D#qM+^e?9Xn9G
z&AJAKB7>(s-rn=?Jy0QcMmZ{ze`O}WBW(Fht?EgVH+FT8WSddNAK;OdrfvyC?_uPU
zpZ~O)vNz^##E^A47dPFvPKK0H8sB`^H{$A?ACx_3-P{>l*9WWg$@ulUA%Hj5Ey}T<
zVvo`-=9?>8inUoE<LBJ)bMeK<jPks*#D_MtgrLWnU``!aCF^Swju;B0ES>F(sCei$
z2|ti>`pauamARYk_9`i2j9_2_T+hd!a#R_z=d<)F)FR$?fMtjdcl#XIDtcx(khQDS
z?e5Pr6N54<l&-{Ak50Mh^-!i&G!CvJs&0CfvaxKgg+iX`{)pe(q|t`cu!cN}X-lOn
zr-tCBzqCvD4!u)hA`fof`-Sx|y;>=&sBv&NXx_IK55K;v6Z|jYNU<~$s^$N?y&y=`
zFZXhSGL0pd5&y<o@vtL1D|;u99Y{Oz@tA?p`m)w9+{63#At57sWz%zjIT>a74QQr%
z6pi8HW9!#hi!CJevn0xL@!4E6b5Jg=2}8TSV}b7PkEa}--a=-74k6tyTi6HcC+aD8
zd`vRe*zdismTAb|<QH)F!wWa~;B>Q-eurb>HP?WO?CW(7@cV9*XenH8DEbRcR4zze
zyX@TuN1HzCf444};GE^k8g;JcuD|~8W2a{B#xUVs<7N~_-O}jmyP$>ntr5OqBwReI
z>fgtsDX;J5Bsh6SylQ2`i_Vie<JZN7-}`9kc0{vycfw`zp}b5Ijgg3wpH@*6X%wKD
zmxZEHK6Oh|mV%9Yxz1*{#re%K7Y#Q~$zJ05{IckFzr3!T6fi^W2l^+VW!EZ>D-*eO
zyLUlTbv=I7wX5BlxgJ4}s8c#KAGTsYRx_woK}i}qV}{$L`L<cq?BzW49;O2b-59>3
z_TaaE@wfc;p{1<Mp+cxD#7jUyh#udJ%d6{I`{VsPe8rin?f3}n>-<$PjIoc}d=epW
zt(!^=w#@Nt_ai5dH7h4sZ2_`kmjn$sM%Uun6>Y43DWV>)4!s%V`;uLWKfe}zvnjJC
zsvSuJAp}mI6yLT&8`6U0d}9K3hHMJV%&@<p=knJh31#BwcBt4romi1$ip~1E)QDes
zy--4OHqFVw&l(w3A<L>%itg{}eft=VzEJ%Zdpj?^%De-qS<JXMEL7l~D|n&GIOZqv
z(6j^$jJK%gyIk+2mnHsKQOQV^=93ZTFqeTKL!t-AUsz%i93clG!Wwn+Ixa70zxrXY
zdXJtKisMXW+7|fDnkI6|mAAE#i9oUt%#sS3q=rS7!?5?(F<%x)?kuH_(Jz<wqFl_N
ziCaU>eBEVAz)4{>;97PQZeq4#A0-2v=9qqYlP$@B4*?e7l3!)9oU%=^VeG;D7)Nv%
zv~#>7eV~LnB1E+zYs-Ar+L8)Jt4#%JnWiQX$b+v(nl)EFBN7O4pIM)B+Oc+*@3_sJ
z-8c3RhrX0;t%Y->1Ib?M*@vLM#o0z?y;jP{P&AShVJtD?BzT7ySWth5(CqGjrF=pb
z_N7*E9-dU&TvE0$mLWv2if`QUDth(-ZT0PUBH5GbREISSBT`ApR>b{f3HcCPQAj)K
zSe-AWEzFZiKcIH-VEy%?5IjkZ1_jN&{?F@${Rm*H>N_h`w6HcR8d*5>y}#Hjt-IXf
zp?E2hRk4z68s9MM8i?L)jxDXR*sEKuqK6BmhYoW-W-2Tm%^R9gIQX0~k5eSVoCM98
zAZ{_)^k&H-R)U;Y^&(U9_Z$z~ifnf{44hyKC3FA9+Z0)8hu7Hs1v0Cfyk)Yp;a0t8
z2qzq^)xLJVNSk?K0gxkVULu+Vh~hMm8mRP_>u*i6NW%$aWJo8Bi}kP_qVS<(D>fUZ
z5q{D{Ryo*m2wLf{RioDb6svmo4@XqIg&c9IaT@S4d%x&#o*VQ@dnf|nd^rartqTFe
z<myhhm=tjlP`MtYn*7{FP!qf6QUuAY6;GYll6_HcnfDhq`7!;_1NV4aA?Fp&;{g<a
z=<SIL)s!Bfy)b1010{~X$mVQS997LGJS)`4`nUvtdh`8O6^q1syg9!n)-no4qgl0w
zkdPwl7nf7>lmqM?Ac)(M{rQ)H^*MWBE!s6lWB2i=HcTF;lGbd^e6Db_nLgRv)8S2@
zns2TSyM)sG&0McY;BHHrEYI)_ZK9IGBd#6%itPuKMEms+zqKwXuWLEOO{Z(`L8a>V
zYRfX^uSX(^H~;#NM8kiV17E}&zgWnjswuO+<i~&Z7V^rDOAK2+m4p6nHeQS6$!)MF
zFXNfb7{zDrWLPd(QI(sipcKv3OV`o~tzF=Jr7OSFz#WDDuf?ivl#@0{GAt|zV<6_;
z4XZwZ#LZ?%MUXmn`~_g=VOWyb+vOj6ii$G+Y}hI*bT5kX#^u!g`lzu&^_pg{sLn&;
zC7p45S~!h9-OyPngXuBAJJ^bP?C%3f;o$Deoa#~6ka~|_U=?FLu2wkBx_;%~YQGV5
zeKf;ok7!oLZS$?#LbSe>XjAb>a$w+xwS&k~ZLab};!F2%iBMehpqYk;tLQ-RG?@ms
zfn{0z#<GM06m%v%Iu#|mo(adT`;)XR9Q()K!p*}`fHzwO#-S<K)*d#^>rhesef!05
zaR<o<3=6E{r&v__YuZp)poK<kZK4e*6EqK<)Exh)6FeidA8w9LX4ul{665kJR~EL0
zI{BwB;^Yjve_>xBF({w34%(W}`yBDnhO9n02fNIf6&Sm(`FQM^Mwu#dmtUSv>IV<}
zoyB`KXQ1Mc12@vLZUn@sv^oBd+5`9hE%gBE58Ps&k9Jx9JWA^!QjTRi3ktrB89`Bm
zN*q8(kL>JYr+T-Yy3yaDW>aY#z2T_+W<>@8|6#|On9ab7g=1*5#1oMFP!;%YF#tYi
zxhY|XN4^J7!=i`_nYIGT2pr6QR)&hI?WcPR4{!98+dGWRsULcIx_ultUt9Fo-tWxr
zF6{7-`ow2WBKi8dYCyHAp~zY>$0}-@m9MS2xZOxl1Z=1wlUvlDKYXj5{f{9*8QpWc
zK63Sri;W>9zERVMnZ+OSlGb)bmrv%+7`v>36*!Ap8fq*1pOjmBhqkBnVCO!<2WxXf
zL*Mh@cX2_nO$_~hAi}K8L=fsUwH3cd{D988JuMefe<iQgNb8|JP~fj-D-fE<V+mY|
zr$c6#e`>Ms#p2!ahZlAr<O~C~R5W7sfbxHyFSSZ0S{=2TK4f<x3v@zzt*rm*1U~ur
zA8sYl3bYu?_cM6Tv0;t=f944aReS~D;`*tAXIg7301V^Q2~~d!_73<5Z&<-%D>Md@
zDD;anR|Fk|=CbAZ{&*QnOh0)BedpyORPh(<99x+n-R6Qf;|kABzn){m6lmH95oNQQ
z{~#OolM`M?VBpY9oBJfVoT?9riVIu}TO$=0aJsif#mh=bER(S4iiXT<iXE9rjJGBv
z=6cP>q1yt9Za(_xSTxkKcpL0WZ&a$Av(LmbzXDH{8Hy9MoN9nAiT4O-u9h5Zija@K
zb}2Q<YeG4I#nSwN{q3Y-q@=;0TB%fW5|&JQH~76T55Xe3T>sJjdZ6|CT~%mt%=fxO
z_8GE<h-)B7c_~@vgJ<;RcrSrFtYkmTNDlEv39ugyK^wu^OE#vx0XdHm*Ymt5NjWZ*
z%?$lz|6LIGjF+t~N_1<-ILaNDnUQ`F|Fml7LiJL~qM=IKK-0;b-hNiyaF|wJE<b;E
z$GViA9CkN>9!S1*CUBEty&&&~skxqlO1~NNxXHA|OJ0sUz-~y2q0O7TZYWs@hikr5
zTm=(qy~*?Hi;Kvm{bZW*wgvIiEd&Xio4hoh?j)XA@a45pW`cS=ruxjZW>-{};_XcI
z^0kcf{N$z68CpZ;<-cUs(<=KcYgzRkB{a<ZMzU%C{QlJXUja<MajPJYux;$#u+xEB
zz@}_Uj$ApHY7V|?J6;OAs8B~0e>kX+xuDevb;C+&)*Y6m-Ecg?KkUr&(_iJnL@m1h
zZe+tCnSGItfVTH^>u+m4dME>YlKq;Hs+ssZ^I}pKbK`G$OrK1ZERs^vemovX@SEBY
zGQwyV<A^Q4Q@pP^QArc6KU5fkYQ%_DA?q}z?ZQr4B<tg_srE1`7c^XhXFA{UyiP}?
zlJgCR9Gg!zh_P@?f;@>%NQhTo(g`8a#(k)iGEKYs3(>u`A6~%tp`8ktB4zKecR3GV
zl|GOBF+~!{;9;3i>yLNsfnpdz$M1D)Mz)DcAhe=OtTW&QGmWfs*jy|J<)xlD8y?AY
zVQth~MUX;Kj{?~qsC8Y}yCV~@l=+y)(KN=T{wsr5_>yc#d|tivhMyB;7^8P4fC8f|
zZl9_ZEu_+-qZEjYi{58%L(nPnJ2}Yppc^9s=~?>01>V8O-|Qm&1^Y99?ST1JOr<G)
z+_WR(j(av=hYNlu-S{}Q+jT;)nYq5d$#W#uM-0L@<v;H(v5(8N75h6<NVy|w5IM;7
z{sI9;Y**~T*4sq*5s~1l;AV}rSAsov{&}I>E7T3@9Y=A~tRyUP$R1Z!CIPzL9aQ(3
z!;rE%d=X@ei^Kvx1bt>Cw+QWL1(B?|Hj7wYpdbDtHAxfeOdshaqKsm<&l_t0;jqE>
zc>Qs!lJ~K?__Y6rnp)r<9{pB(;h?%D>jAB_>pcYMl;E*~hNrWb*O>k2I`8ZBeJO!w
zhGbqwk?}DrMwBlIsa=Ldc@F3Unif`$ZK$wW|Dl;QlD0v0EN+`a-{YMO9v=?h{2u1v
zcC~F2Wqk8qXOTbR1YAJ}Q^Qe)9D22g(BzJ#eArX+5FwSqNhe+YBd|C1)+{WlJ7eBm
zj`}*r$W5@UT-UlV2kGYeoe%ze$txgf^+y+x>(yJ;kQkuV_pQ)h`<8EYpg7kcTW5t1
zv*H{|@Q#j2Ov(9-rqUy7)m>Qt<K^gJF5K89=i?SvC{8MaOFzv{E;uwVa1F_`8lkCz
z?>tBb!P$3aCc6HN3=PgnbU*lgjVpo`_9tLtFm|+La-4)>jV0~}Ij4J7_m9r?Vwg)A
zVJF5VS!sQr<RSxW(9W5gmqWMv^_8Zs?pS3P`8aW&@JZ_nx}XKyK96h<fhRdD=bV0;
z-Dia8PCp%S6TjykYf4Ql0CsS2|Hx;T`l6hqscW_={Kg{U0$X#0dlxT<1tjsE*^b?h
zG`kC8ClefuitpCpEG&k!w8B}HeI78|1jdcuk+_?RGqO)de7{avL`&~WcjfgYLm`uL
z(w@BB{qJBVD;TN=P?l}rQk8l}ThT0-Uy0jIg9kOnndzHILJ?weJ{_r^KPAH7{s~!c
ziY)ksjcIL6k&I83S8CSP*w<;gOSgEBkwS4qt)(6GVEk7p^~STyDTJy@ReqJZp=7_A
z67Any`zG?fhvMYp6~kE=hh~=KH_<A_jvrbD5ra`mIoabclmBp55w}so2c=57$DjFz
zPrUW{gk81BqYIIoeyF*zJc#>bxqcR^;rkDvYr@@G5*orG&N(e616{g7pZ;=Ue>U(o
z(0n@D4hY)4T`%0Wz6!J#23o0p?TDj@*ED$?AoF;PWB1Rbz|Wm$)Ll&###xv8kZvUy
zl%;CURnt^>J!t7>YdR0>jDDUUTC6R2EAnIG0Q3BOI(BL<sVEeUkxB^pqWSv{sp2|9
zUzo3C04&xRJk9+jXtN%eo!72gAp5V-g+VR8Jgf#hMypkItri26pG6lFpg?tK26fmY
zw7E=k#nvKxzd+_ShBpzAL$#zv*8SU5VFs{hOYMN*<8~h0;u@%FE?w0Mfmf#OBJQkE
za6FxV%|VK4)Q)~V$9~V##7Dtb6P-KdvbfIO53b(0B^VgB(-cTY*ic>yje8_b0Q&PY
z-#hIBqh8Op<>RTyx2)K#*I~_?F~V&}idvbXAE#o)76jXjCZbH#T!H=qt=AqDe$;wV
z_Zv|m6~kuh5VJW&D#)ZnY4s=}H;HGwc@_$~{mYb%-Md!AUYdF?)iP9|k=br?q@0Vn
zPQj2o-h0IfJ>c$3VzsKF)=hWl-6|IX(0uF3dx^esKHvYvhd8zr*k4hwe`Ufp!=(ac
z(~Z%f8U_+!;ayHx#vXRi(fzLa{lszm_$Rr5AZ?Ta>uR$9XFSjP$C6qO;JqorxV84L
z2SRPa324?x^23vv-dIJ`SHSe^KE%plA7~3sQ!!jk3)5tXt18=*I7fU-h?CcJuX3Fs
zp~{bywEp4vCdJ`S4v<SZ8a}wTku|pb)PWUDL9A~LECqb!@AI&~$+~U-B`hP(iI7M7
zmL1WMTkL+Ds;L=&-Vx{ZiGok9vnb8MZTU86qjteK{lY0noc4WM7uT4rae5cf`KQSc
zWz@KWgp4o-TtdByz+Z+t&acW>IFI$KW2-Yd;4oV1xw}ail%|5=^}qm!S68u2ACE3F
zwN<5Vd2(DXVTB1F@}niP&4?bmy_w2q(2jItrAxQDugS85(#2CQM@`VSC&190<6`B%
zki2AYROsiW=S4Zls$(8l?UP+~=^J{~vkA$7v-%P8dy0D3V`pxpA`SJnN9JC48oYAm
zz7H|NcoqLU>!us(E)J_ynE#{M%c&$5mWVWiwG%ZG7>U&ZM*wo=5H+o964D9#_ld??
zlh9iByPp9AGae@`^mjMx!s;>M4|f|es1Fay@Z9jhfvHJ?FEHy9T?!y+;#VEP!a`eb
z>n<nkmmA4z-?SVUL&~DYqCMFBICSF+?C*V{8M|{#sea%Fqa|XGZvK$y)`jhd1wi5R
zf9w>wWJj9mI#pE;vFJ<5o_Awi!k3nWv|%Z<Yt{~1uz_-p5~F#)ZP%dnnv)6`N3Phf
z5_cEav8!;Rh0X(q1I>!HR+ix5wZ#x=P`hX_WP^lWiz`J1QoajVk4NF~quRNCb%*K6
zra<A#y0+|>g1?{sRFY13d9R*uJxeX=R6=0*9)W>Dv9f4X)#_z0c9J-UK^d72cD<d`
zZNhn9yy!C02`nnC<q!>_*rCy!0b2va>KWV>;lyguJ61Ycf-2aD?JI7)Rd3|qH@>pj
zVA-fxdasW2le>q42@Yim#CeJRY}BFsAm`)C@!Y*lM`E?k#D(sq$f;SQ?Xjgz0_DG_
ztbDUniCK$Z+#^SoTHNq!Ev((0YFK&|3p3*@-{GVzn%>%%HNLBkB|f4g#a|cw6nf-|
zc!lP-8IfI23*eUgx}>T#WdA%%c<`4h9GmZ~HDHblnUz#!i8^d#<NZrIq~Q8N?_2p_
zSbaM05IYO;Nrz_UGlq1jw!<nCSxII(JW**TcR4rN-uz`wT;;!TG!5eqMTQU8BC3Ih
z9Hy{wnE2Qd1Ka)k(S>zenC9I>9)oF&v(=2|<q^0MfRgljiDsd=i%tWY5CX*-rJ=1W
zT4Taf{%lPv>R4y<LmGJruHBadkHiW`(cAonugj#}S1lbln6e9mSC(&?A-2j=oj(z>
zmx5um-mBZ)kiB;~^_k2jD>{~uUcyS#!u=HD%ZC%}Rx~N5Mn<2p2eMM`MM5utd-PCb
zL$Tp^IN0A$)e0=_QwOF)*D!h5JW%LBE1Z_iFRa{BK<IKr)MK&Hntexf3hc1-^7AA8
z24KAX<2?_i#R6Zo@8PfbvhYx2+p7Sr?zaj8gSj>muHeLmkk@Uh#7K0*m7S~zsO9oW
z{*fVhtpsjx^l;I)PBT2iS{CA<Y6(*#zMA0W<d<sv?uI{B7JmGm+cFWgvlu2UZ`Xbb
z{^jB)105&JQS}*Yj!5)4(VI+#qC}O}+lw_tyZix+d}_5U3AT_!RwQ+9d@9YT#{%^<
zt*7^tcT_S)(R$v%>g24;=P^8W@48CL;J#<qvODDL4Yl(~EpvKz8ec4*Y~J}3ak_{E
zPi$DaIV{HHx%sC#AaF2iKG`_pd*874uvV;MSzF91gSgn&pEd8{|9$oE&<VEM#sc|w
z<hO4N)sJN`AQ{k5n*d?K<f0gjxy&HWs}c-28=Dv?vTA*HAE3O)s#?FpLpPHaqW^66
z^RbKI_x(6zFWon`m2V_Ov6uj)D}57(Z?d=5!gD@UY616ZE@n{M{93Gy6=80`8+u)R
zN8hy=`EueZgTAHB&ni2eW0NE4S~wUF7oi34Ja%KW7S0WAgynW-50=27wkwm2%Wtj?
zIGg>Ua>fXp#BJP@pfK-KBaD|4hKeuc-!D!o?HwE|{&S^HPrS6zI0>g@I(zSqHm4E>
zuw3V16T*yHXKupNKTv%{xU0<udbqs5XpV4KznopneWFN=UD|!9=!i+{^wZJjMVW?I
z+Tc%mqV}fxt<FYu?=Rn}C`yl!)fbM-Uf2nQ2+<n><TfbkT;QyAV@{5|-&lLJ+O4b)
z)Vsn$pIUecj=sz}a@@%ydN@<_>y4hN7Y1(p4+<wmJ>(yzj$fC^OV@T7Da6atDdRb(
z4`|^jOR78M&qY<woJ{cM?NGx^3Q23+ohQGV8_x@06?o7Zya(&8hf(nwIVVOtWe!ah
zFE3q7eQ*ZKobPt#_%<*;^?7;K94;z|6fF#M6M5C&+1<gvpfmLUL)LAS6>+|}ph3fo
z#&I<e{Rek2gfde4N-*DWE{hcEhtQL6h7n3u@B;nA!KZ5YPG7-u_O7CXVW^)lli<L_
zuwM9t^XxewTW9+N+F&M)GyK*VI5tu%_Fa%HkZZcz+c>w9aa}i5m_bd>yW||c2WV2I
zdagyEwfeWm^}K3$Sj9@~E8R$;bOq6SR_DL5+q!NrCbIX;5kLST&dD$4@{_uQtQ02^
zX-ie;C~R+03f!)W(I-KSs;w~Qux6V#lK$(WzoBwHm!ENEa|BG{{Q}}~)r{(N)7ybz
z&1c)n1Z@olZ#Hij1OgQzL`WT{1YAnReKMLj<}YBoxdwEBt4;QuwCRO%8S76#&Mi(2
zg$2F8=B8Y~6Uv`JYC9OZdS>K)@vzKm0bg6^nitctnQOC;uKr}$H~l$2?UJ@V&``hl
zWwTZRUU_VGhM8Z8pQ{BJ_U0l5OV=?ZQki}B&P5$JWPi^E5P6g7@hQ0YNypN{@<wF`
z<vvbrLW&M7LxdHKeFl>o?>(n$-=5L&LT^qKc-~{VtiI_NN}C{Mlmw7=JOD<y<Xrp|
zcCqasTkWY#sC3uSk2^F+(P9B3=P#sgy_Hk91N*&^sX@{Q*C%VIo|q9;8{dI~tMt`T
z;rMq-=Yy_}LXWYNpE$H3D_wX8UAc7vAM*zDvz@s`^GE|hFqqJhJ^v^?<UXKR*N+W0
z7p#E|9gf?cMU$xImMO8hb>C3w^M8d5oa0<G4A7isN`8hTTmW7cg57}Bv%bgZFR<;m
zlQ<&*Dhr+!h?)BpN;xZ_4;ncslE$~Mt3(^L&1Fev&e`9xwP!X)YD#QUeN*p)xmNV<
zh*2GBMtN`LZKH`kgQzH%%^MFUpo%C9G$bE8KnRz}ae0<N`;E&8vy!ni^t#9AF#HmV
zkBn3QOl$0!{R20M>78~oa+S<9eRP4JT{O!v>i)>)Xxh+eWb~6sH98J@|E3SC|B9iy
zfV@`!1Ts7a^eM@~^lbxs{~eYSCSPL}p3!Hd_1J=>CeG?v;4$80XGHC$_v?VopCwXT
zMbeC(gWQLu&oeom%3^1rVJ~ACvtRyhytT5aVnH+j%IeAhDv??{Ay8*Kr<bxT$3gv-
z3w#(HXxRkX!e%#i2vy{;ODycE6YMICAJZ2YP(-0t3b=E>sy}80N=9|5Jv6lJ_lk%^
z#wVoyBKy5-(_XOmLoe=c^p~C3F4LdH`O{NE7VI~*_v|HC8ap8kns7up9#5gH_Ze)e
z^0Y(h7oitz>6iywSKN~IBo<Z3N4LzHqw8*zv;pS<lS`uMO%P%0CXrbAp5x)p?5-qb
zwRAmXH-(0sk~)lM`kRC{f@{d4ucKO)wBHLwvO3N7Lz5A4mJ;NiVDhkWFZyExx;Qm6
z7K);V0+fO27u$LFNCDM@p)D4%QhX~yn-Cf_PY89W`WvAvOFJnJy=d*6B8O967eOXA
zQOQ3z;lxc-kKLF3g&I*4*9>7LK@oZXlq|l1pvQ80rDqTBZrMB<b3@4g519)090>xg
zVWrUWJ~2P04OG)csipeEMQ)ZWegZHMc91R=h}fOI_zf*oIyt|RwzjD9>^dt>%9646
z=>V3Tm6;J!DQUjOAjF^z?*@t8L(Xds73BT&CJ!lZzCY%>=`V*-cbmTZG{7D~q8{x-
z!2Fa8o~R?jwcF*{M3~>cQnwJ*U!Ux~uXDLa3`;4|aNZmOq|0L+xS;e=$L3d%;x89;
ztiNA?l6ZPtxaeXLGoqRGWA1rFVo#U1E27(#qzg3S;j#+DwXF#o$DjGYKEs^1Pxak%
z?(+r{xbfTk*PxTbS%GTOU7}5<E|S|##gVzfCGv8n(p?_*p#Vv?c{|)>Prc?|Vt)gv
zl8e6TS~6uS6?JEUhYUwWx-w@;3l%O<QkJvw0;5I0@Y@g+IyMQ=v40|-=N~}ElcGNv
zpM}iN(p`{w@+IbP=)~rXM|u~HusN()Cv2qNE$It!a0kkL`fhgt1{&#4LvJ|_h<g{W
z6EHdvtu#Erzk4DCX;xNxTo%O>l!80K$8(-QCu22De&02_u%g6#9;l!}6A6hpabQV>
z01M&R*!t+ib9a<7K5tOF2Xim|JmRb6Ih>blXa>z<Z|9bnL@{Q599OWfgl{E?eO6a`
zNXvNR=KK0JyT|wYSpOuj!kjRSIey<iBf#MaJ;th*!LR)xUhp}vvim3Y^&`azd~FiF
ztas+<hQ2XDxFYj%L8$=+_mG?W3v7ih%->s4rPJoChqKBX4Tmu0{q@*wwh^IbWd+u9
zie2irUgFMMzZf`5yU1WDcP9p4!V6`vywdAWgj|IR3nTiAq{(c0R8!X$+7z#X?al_q
zNN58BZi*wTH#@)C@BYBNd|~M4S}b$PkB!Sy^Bba7_srVqpBMv>azDlIr1tE+<hM<u
zNP(Ab4IjIk?B2A05kQvDE9V}<GsC<hp)NLNK@7e+52&@HzYLG;x&<!?yi)R4>zvV>
zZgJ-29wS&h923!s8Xu7_vXHhJ*&fb4Rum(vV>x8fCH>x+k9#aH=2W}f;i62VcKIt4
zav2X`DC+>8K^hLi7l}GIZMZ_+$x|_JzUuf7M+zI&IwAG=wQ-Y>B)iCg3+cWqa!Zo6
z6@N@3$(KLjYLEinoTG`uGFvAHt!J0NabZzTIf(9-HwKlKBySrcWyyx}>Ah#*S9Z}`
z9aAr)dhc71BF8u<URoh@)hj5LhQk*CtnC(D$VJ+fusvC?hgAynGN&#%kOm6itXdsU
z^TB2&Pu|+!=xu+=y@z&tSu{!gzg!OtPm%F9pI<bYa{hIhh}>OUQ;FEk{_bad8(SBX
za{fSL;J2*YpJS&2K-XZk_fM!banJ@kZCHdqfj~l}YJQwA#a&hhel4L?nGezm_gA6w
zE64$%%%61GrRLygfc51p@<Tbt43VxT<hIoSeLcl`?PvmVrHx<hi%`w@7~N}#6Ldx>
z)?kFfvI@5E1uDsm{tSi1J4b^$DO|yJPNpPzH_}dILF_#(&T!J&I!`e{sG+?ea)3vV
z5FTu*@#VL}qa@uIK%$;9P#b8gO2F>81q*g93?i3qxgcfLuQ#Bz<KRRsZRTh+`mIsa
zO68t;H<M!p3hDkxDKwH=UHWYhN|d3<!VGZC8+rvrl*JhP_MNmBlz6Hjm5+y!tFBj^
z*)@~G?157DJfK|_qsQCyo?WWL#y-DO0`8`UC<myrU)f}$r#!4qIWC7^VK+a!DSy;B
z;Hv~}3FyAboL}^B*I>r+^U1P)jeOSV44LJO|BYWEk0d^+KPiBd%Qok%r`pcGPcvAH
zDpup72P~LZkoQT)qn!kXV);WghUzxXRal@8Jg|XKh65%~awSOU&wXjFjWZq~r_$F;
z6ecu^LZz9R8IIFls5&bl45w@3F{3o=7AsWb@|92z;}DwO%w<t?de1RrR|0<UVdme`
z&-{!Ukd7>Ew+GWzEje$ZEy_C#DdtQ1y8@<VVSd)~WO7kzD&`i*8G)H-AH@_1Gd6Y8
zfZ&LKrwU5Ucof8ZamT!_U2MM%=RWA2lV5>|wmf#6#9F|K6TTc5eU4dd2h=3gle05_
zEA5bG+V=NQgC_8?LF3$Qq9}(!7)?Q<>-ifz>FmLKv`fxW0sjii{?8xGHuTpcO9#K=
zO)WZyi-WPMU=VHtRN|(G2u55(NLRRII*`%CvjRTdb{v1GhN}t&`8A)dCN<C}0zl8W
zL0aJTlPft!yn8wHA4Bh1U#>2nk}1O=g;R-m${}?m=l;0#@?>yAal42MGOSL%D{d5j
zv}Ka|%edA4(O}KEb;HrssSi;n0~18dj&<HaWTwBgV_C4^p@t#%a_W|eA(FNE@-O9n
zgmuC#?S}uJX<ckgGL~EriT&-GTXACLn1U@HYR7;PDU&G6JEHo^gWr&W&?+%TZ@qRi
z6vBX9BBS(VDm$wPAZEJHkV!)rLxe0gar2VP5_1<cK)=CH*@rRxi?f6()EX1Tn1u*q
z3D<q+FYj~eXeWpf3LQ9HGWY>W!K2ctHzN6_bvc<L#z%bm4~DPh8sPUFX6!v#qHjr>
zasdgkTgZy0P8ufn;?AM|Pl%({U825Qdg8SUE9zRv?t5<CC%;E%ZNm;O9>#~HQ6y6y
zDR&gbI#5I5IKEFZ+_Q5;ol_J{{dr0c`pNrCtZo?>fzI8U$sHk&w>k5O4|<360u{i)
z7MSb#;<I3IG-*U`-N&70`NK;mHaL~fbv~K&JqQ*g+LMDp`(5~Rj+1F*df|ufnU?k&
z^QAMfjA*_nb!PR8)^^&fiAf+qoIVc5RxB=I?A-Ayx9B{-y9-0hv71VGEFKb_kZE`6
zF#_7(SUP1gdZg%@YFodiyFFUJF$gT?(ogKKWELa2Dbi$;?{F(Dp;#AbU9a1L>M$_f
z+Su!KMRPdJ6~wWf@!XadV}V;-vR1^sPBp5#cwiu?0#B{I53-~9voc5DU<r35<7AG8
zt#^s<TW4>7NavNf*X51Tdpt!YpGX~ofy5h>*P3TeI-)shqqq|S@yU&hI;F>%lLkhn
zZI2~E_jB9aP7XsaaMwiVq$)O@8^<mHP=u_!wypWv^gg~44@{*O*L2qADIS1gZt9W)
ze{7t`Fx`taOL>Zb(#&w92w{1zwz0Momg<IQu<a$u{L3HPDent+ushK)$yzKaM=~=*
z_JFL#teurMC)-nkoXTqlXHj!;l?pSLSXiSczOho4A_o*1x=nl=HI6z+tImmDoN}7F
zXz}R&g?PAhQsceQm-G*Zhe=5FX*RsxRdY>_2bTk<FI3gp$CbUQs;nZEAyJJ+BV?EV
zZ22**ITv3IH@h?$-5lmv`NeAbHR#~Cpo>^CoMD*Evp?D|SA4afEhuPob1`y>TciU@
zVl9q-cBun>mc~00z<X~jN*}$FU;lQXTjcls$d5Z4otxgb%m3?ym$i8+V2GBfCY~k@
zD6x3>-StSPlsfOZg{OUM4np^MrmiY`ydvIR!j2|viB^Pz36|{tUU>;Ivlf|B5_E&|
z|A67@pQh)xMu~GXc1^Y<2Oq%#9Tqm!JlGaW0dEsqrl&Uu9ZzJmigfgOQ9>&<q{rv#
z&&U5gZ+ew$#ec!{ACB@2t)FJ%3`sM0o%vd;^xmqX_m|afM{R(0&EriJTlnZ`exaN$
zGvn!mAG#?+YA+n}@CbCUl9!=;tS^lX%d+kA9P{(BN8$&Q821>s!HBKKni<~3X)pAX
z>kFHUJ|yLBxw*zVBLHaDj|4JFr@ejnn{n*yb+gL1H8k>H8O4b1Fi}Vznm?&lmX7pO
zc*Z{6nWytDC-S70F)Napr@y|h3lJ}RhF03-IEwY``G*6XWzJex8t=0n&J`{OCIi>K
zhnTam1?gcA=L9ha%!-7N)IrAjpEks413cgEl}$A+m^EvoX5N77Mk%}genZHOuTiPT
zd;T+*Gw_P>Qw81oJzrWpeP>Jh-UG4(!KQjHADyTD0ML_M8w~~ZWjs*x5tnq8As600
z&@}<F*--u?-yBLBao{`l4hFzyZD1-Fyk=CD3FozyR1CgVXUtlI0ob@Y_$BdW<=w^6
zpIP<PLd!b_;ew{vhE>Tbasd{aM`d;By76U%WLEXUuJqtqXED}8d=VF_2DuT#fjcHU
zPiNkDqtevpb4)Hs7~|HMTv2`7(<qZv?Q1LJx}CE`@9yrVIav~8&iu1Qc5wNn%M!IN
zY98I=iuaev#PO7h;p=iJ>9Cig)P<XV(>txvK2=A(iY4C8*DHNly~Gh@5ZUBGuWV?l
zldhi5nr=+Tr7`!<2Sl(&L$tv&&Tqwl+v+uc?zl+|zfW@2SDo=@la43S9XV&(=#fX)
zmYUmcz`Jezk8^PV*qnk}1QOou1-Z94VYf7O`!JMsWcyay#0FE}iA-l*oBu5rv0)^u
zU;4WV^H7Mx>K}JMNUDWIZCGV4JVg>Uj4yJDbrjbct*aiq${9(2Id0tt^MiXz+e1VH
zY`mjyx?{h-3ah<2s2qo5y1c}(o$fkQhW-;l4sfk!cVh?QcDP?t{Ms`?U=UYrZ|W<3
zjv_kKAWMf<-r11x;>dZ(ZT&l0eaplK9>eys*2v$O$*r_@29?9HW8Iy@ZcvxV9k8*d
z6ZdFKeAMxu$7k{bFu9k;uuv6Dy=7m1miO3tO^zJq-@Ga}TSp!bNQq!1f(}DPdpH*f
z<-93-EJj2=K<@H$`3(wEUM-s|iDda(o_;To;Xg3%CVoYs-M2l>4lJhA55UuMaa^rz
zD-O+j<nxg)uW;!%Y)()U^3BRQHnu@q?nd`qsq{msq?r33R=vvdi+cFD_v_7Gj-R}`
zvE#pUyPLJCucB$Ka32ejNM{9Ro67ER7)BmjAKUD?9e5!aeBjAJ_*)>>S#NCK?er*k
z2|I)JSmD}Y^C+hlEn5K3jz^nH(LD*j%qfiOun+iOfYcjRJ;$3?MOKGBS<#zd(V8V!
z%7$JHY7*zh#zF-ye(<uBut#A>&laHex}JmTZNc9GLxM?RNuP|X#onV<%sF$V_d{7S
zl$yE3?NON9P^qQrR97%$tE|YC11CXMD6KDS`q^|acoAHDpI@#pLjc6dJhL8H-&%YS
ziW<!UUFG8SFo)>$)&!;*&tb=t7rK`17IQ^+Sw$Cp328EyfnA({A~O5MpQ=9c!9#OW
z{=qqmqtIm_f2%bE%yXCarp7G~?nPa%ztZt??Ca>2PFY<UwMGXKC_=({js+cv*ZRQs
zOx|yyD)b+YZIlW(TUIs^>sKI-GM$m;G!hL%m(*fN;hej$cV>iaedXLw9XQmhn$RAf
z05dkxQFm|sJC7lcX<R|6<12-vc(Kpx?%_<uWUJ|!kMcJEyH$n#%zKWZN%wIjzvz4S
zN>=Lmf(fD78f`X%FCV_{*!s>a5DT6ycznzqxu;PNQ!4f7Ue$w&bkkH56L*8D1L<PO
za^v=EtJ82r0AX9e|C+3Cr)wS#TsY??Z%gYgp6#|8$~Fou*LOs}_~JUz9grFCua?}D
zln4%SOZ6-Ah>xO?k3WEn99J3!<;*3CH_)~AgeZ*UuX?zAn`;~Iv^Y6Mq5?Fc_7l0h
zW33|?MQS6&rM42|8(qZXASFRbJBQaJMxSGw%YFfqH-dZL6oN_4{5sSd`suYp9DKC#
z@teXupGbdgwq1@Bm*q1CCyUUPOnF1F#PndNee-=B{c=RKIa#lv5Pz_ej|V=@GRM7$
zGv`tTd{+8+K(O6wxx+ALIa9;3H}z9sfc>Wb^u(C76;Xyp8b@DTJxQJ0O~?H3A9GKu
z>{AN^Z!$Y446G#d+`CwOntESY=RR1<F!Vmw%B!xTWSj0zyozp_kt(a@V$l?v*+oPd
zPkv8V=@s~pX2@+gsry5FprIavb&p<oORpTtI<-@1sQf3t330JmLz`w!V}Y*i@Esr2
z^t-#X`HG+05=(@zjkLQ;h8=xX@@Ot)X38I&93yp#t&V*oAt%ANlu@Q17CqwQ%-rgW
zr1|s?>!;~IfSsKV0!|8Y!LLnFTW<>PpY%t|MlOnO^}hUE)`mT6{wBN1E)-{Gf8XmK
z`@=u&zsJ9I2+s+zQ`UmuQ{+3dZaz)l^*}ejt$?{d^_!`oE;$)b!avz_7@}Pey2{wb
zt28Akz?Ah}!N%rQRQ=HIVR^7#6<qL`C+X!nm#MqrBC!K5tJvjjOzSr`UMhx)uB$hh
z&FM9EN<W*|1{gA3WkyV~BGI``H*Or;zG-7{%er%kPakLd)NK{^dOu;jPJ1kPFmas)
zcftC~bBAIkHt1l!nT#dm|8MKGZmD|aoE7WiyaNm`_%RG?3<H=gul+1?#!OZ_g4-Z?
zLv?|9snl)GJt^8F{k3ACTT=sTy6r*w3_?2P0OdY(N@iiP6VCawZ)ZKmed>ue<Jti;
z06IZ1Jh$@}?(Bg%+Tdf!Ml{u!qZt@k!Z!j<(k@w^=X~yyuAjk&&w{yjVIS1rzt`7A
zx+V7gS`G23#g@eY6qdy2s#d5$U>Q;{dh&DQO|30bd<_@LV$5Yvn3H4Do+5u-%#$OB
z{ceA#k<eM@0PD{In*@cU#D&qdtDAkJWj_H@ROSA1SNDv%uV-bH@Ol0x(Yz2u#O0)I
z=v0v)PVz3VW5_eM^j+?b753O8B-b8~!7`Q~v!pIwWcX|T)>8l1J^lau*`Pezv^`8(
zry6K-=g<oxGNYv&hAwfrW&c)actM56qFoB*ie4M89I7rAayET1+ul|PvJLlR5gFEN
zhVPDq7(CeZW^1Q>BujXSc&%iRy5=L}N|b;alYDkvV9A@2eTk0=bFH_Ii(r@95}s<a
z$EB=0D|nQUa@l|7z(_BvR`O@#36l`Cq@?MMs;N#$NmTZT|HRS@!$Zz51fDe6oR8*B
zeizNHTgS_(4q@btXo`})<DF}MCu`{;Kidu-8&sVXi&-=*eDZnZFNw5E&#(80;n#;R
zK(DAT^n8)UQGo4X0q2}XWc7g0`VW*=xFUbEF-qYh!2CxD*)?Wkl4&zfM~M10rQdE^
z&k<D-!d%rPO(>_LRbARQ3avNhVu}#?yp@I%g5-nda15W{I<%V#kQ|1X;J537fUY^~
zSs1l_0hjX*$A-_H=0jQadr7Vc#d%tp$Kd&Y7rpOY*FewGB$&)M6~;r)^Jw~8qIZVF
zGh$B0fk$`syX6&p57ECgopyL29Llm(MK0a`8YZ!QZK}C(L2gDL%JaAsi@s<?)Q6}p
zunQp8BwX)j2#2TUkp7VP>69N5JU`7&bmaHrSC^Mc>K)kQ9YsCd2YJiyhOC5;TggkN
zK@CSGd((t!fnq^+PxHzxV4p2(Kfn&h{ur#X#m)szvTazURmth6w2v|oR7q5<XvYE;
z5*m}d*aA{{N+>FZ?p;s_7Gvx==S^JW$D&H+Qsz(ZwLVG;UG1k@-<EYJ!QMSRzOCl#
z<YiW4)gTtJkW!fCf_j@q?=!JDwyg6=3*_oE?z)V!Q}OD)(oF6m$RaH0m1E}5#K5N-
zaM$M5AoT=h6lTmW$0e}?_J0vLABw*Adrq2n+=N?sB)f{pEMdA*XyT0vxZjPrtDzv~
zp2f=RhzFB!HlA_j0FxB48bG=J4fMcgxaN<Pqt+GhEm=DiW)W6MvF%7?rKt#MnXq)y
zeaexYv&SHeo6N&`Ak*+DddNo;cra_hPmt{~3zXj7keb$rOk$bAp^YiHEGiAOWf-^P
znXv+NL)ls;w_RTZ+WrE&;<-FAe@Vk;ij4k(wDg11cPe(WLq;yO4w5aLSpK-hWr`{1
zB?20ATm{Zc*_d0FGuNLPHFIC0ViWmYkj8i$u#Fq)sdIeHs|yayK<pk@uV^=*nDz{+
zz$f^&TN<|9Vanonu;&iwHKjz=*^#?PoOVwr>*sj{MT2{Y4KZv{5fM)la@Aal{J8R7
zDzyHo9DZ#qEWSd-I0;mM!NrCJREpT8L^|7<!}yoA_hDA9SE`FhLGbYT{gn4^%3<zd
zj*nUeb;}ti+A?BM^8)Z}Lh$v$LdDr%4PSTEr56hdH!gLPt|jN3{vt2uZrzbt@*FIs
z3uEzGGM_(2S?$L>eukf%=k_wXg7YV-zgP-QzL)%~7xzfYI!HBi+Ff?>3`{r2STm@r
z-LKqzJyT6db)4VI+i6Ia?DD<e<e3BW@xx`&Qnbe^7jvg}AMz^Q#oEZXf~5{}%{m88
zmSX#}>J#VAS9fL@%?z>y0t)tfv_NMQhsp#bh0eZ0TLn2T(m-}-W?Rw0L3IdluO`7<
z0vZARrTuh-csG<)cbxCI$jL-ot5cP{>=7mWy#H`arG4ng`5y}I-=!<0u~5}x<}I;M
zNpiFvL&&=bEb%yO^qf$6E;@u=9iyIgPfDYu-Vw449aTxIh=|5IvYKNknNLS?qHYZy
zXc!uqHUI&0{h8}M#JSQ-*3RlN!Yi5bJQpF>FgV3I1K)@HTP2acWnz6vr|jNsZrG`W
zjAM~q;{8Z<<v4SFe(GMWuy;F;?tQuU|8|D(#ybPaYle(T(-WsY+g(6Yu{25kk5@vT
zUHj<<Q#jd<Wt|nB9ccXhw*hX()&g-J#y=d&hF3(Kb;N9w8cQERiZI<SE&AFcg~RDu
z@-yfthl>Kl8P(52Sx1yPSb41HM_|z0!fl8#X6%S`W*CR>>z4m74E;Zcwo%Wg@AK@@
zyV&MM4H*8ucMSTfZg__UCpN5pbVt|j$4MLZ&fQpya)z2fr3>!`B_#0CJ4l&{?QLRX
zg)<-2ehq!w;@ucx8*a;JrU4TUTGF`>4S4BC8Klmv7W#)pUmA79*H>F%B`fQtU(m0b
zHoNKPN^gwi_D~W}M(m;7{vLEM5;BNDwf%M_<c_W<u7FK&6kl3=jIc>bmA340uDfFW
z<LHoXlTd^Cj2Jp}UBr5ym1T1U?Gafdc(n@{v}PYCgCC3wxjP{F@Vu!N+htowTxqTk
zDJhKj%3jnk_R$h^fbQ6bRa>1QQD*zpDSR&-x$ZyW?aK^9V8JM7#5A)WMkz@WL$Vxd
zy8C#A+z-PWmBm;to=Orc%x8TE+>}?M?P(%^#}T>y!X1Bzbg#Z|-s2oVBEhm#L+Bf!
zWTdojug4x3K_uQ)b@9Qwb*9XUG!7U#$1OaQ-gms^rCn{DB!$PJ-J3L5e7z;!GQn!H
zZ2!0J<RDd4o45cgw~C^o^RffqHP_Q!KHqCh>25if+t)R?{n*<z<UM84Og=r?KpZi?
zxb`NTmp~o!=|NtX@grMjGOG0<76+gGfBUeFK4;TMrHwva8w(^<&IR>d^yI5B=bQ9W
z@KAI(BF5laN=Dyg_0i4uNxXM21l@mW<tTk~YR~-kh^%j}rKF!82II<{ZShfCe(}&A
z5Jhh<?8|0gYg7Z@6y+yt&c^$v$h;z?o_;s@gOYUPwIls)`jDQFJT_<}vNrKfIe!$=
zv&f>AyiS5=<kAgW^Xg57kw&N6BA8&<Ya>%r46tqD$X&?VEe(YwOLG;D2~fSz^Q>o3
zhUlWH^w5WNVmyt!D6;6%0g0IXP!id8qf_PuV*c=SN3d9oE!W!D!)#Oetik}<#(WdY
zn@}8F`VR+7E}k+UlAGwj@Px@fg~fGq$c?%JBX9X4WTvAko>$LDi&gw%ShVG9)n@O$
z2x#jSHE>omdHMHore;{LZW4%+90SS{<U(}D>LLlwsbKw8LE=p`TH>x?Q?~z@2LT%H
zw2E?*>}-uyXsBsd{K0Z-wiu595k}}7@a3Z5*OpFISRQ}0YvI%M#a@1-UU^OE(qqW%
z2#v=yH}Q70lLv4cG4mjr5@W_s?B1W8Ga04-fp^cp8xuY2cVs6EBwEP~QC7*@3NC_E
zd28OQL!|X5qs``<s`u_qDMHL|)4o3N1lF)-O|39>LOF?;HNl@T7M*F^JZ>~)e826S
zeEdHg*^}lku13h?cxEQ2ntL634ObQm7k-UJ&W{h@4_^_IEq3wKhPjZ3zI2l5hhx-6
zct|V;vVx(xW>oloSe1p~Tv>WOE6OuY1Zs<?uX2Qwm)bN{LEwOp2XK94m!)RgkA}TB
zl>8+g2R#<~%)yvD%m0woH!d&wKdj5Yuy&X5kW_Mi$<|>>{3<2Mgur}h_ZHLGT|u#r
zO8SU0+Bb}mxM4`a-XI{IF|%w;EisX4DXFG6&Vra}G<Xm{=tIjalGY1Wv#fe{ccss@
zj1HlK7;6a#f6CMNqP9TXj80V1Ct2cL$Bw6eV+2X4QMs|FWs@5tOm^=M;D_!KXS&{9
zq3nZ-zR^Ye3Ptnd#Ui7#ZMR)sZe`a%|9hzG7*{vCa$tU(JwU@QP~qFBRb9T<eSAP>
z>04bFkFbHLVBmjj_7S(Zt!#_UQ_6AUV%!c@3x(ru=1V_NgeEb0CRqPQOS^-DiWB^t
z4H?Ni`_*R;XUZn@1kjKD4G(%$gou;S$~dbyE#@#vM=IMHeaVxeXE8qiwUqz&!rtUX
zDAL~}t5zr*?8q~ce&Ky!J19UYy`g14LC0%x;wF`f*)iBoCL4Du8-N~pQgg_s>luFN
zw-`xv;(H{2bi7|p#64K0nY!yOq;0ke`i}nCiCAY*X4IK9Yz&Nrz-*=P-w$`L9T8hQ
zL#l<?8g#L;GAsXdN)hB`h4_aPjjL)+T5y>O4FOxIskd(6GKy9o3kpZGZo7C%-;yjK
z(nQ#)Q$jA6jh>h7AK=mjg=$nk3R>$r?Yp;0*_CH|k9e*4u8Qc`9QQkivh|&=&8+$<
z9l0`zX5!*QA{-i&>bItV{g+Zu-S+7&@BOb4^H}m=*r&Iv(l$q{@pBy<S2^Goxv}?`
zLd!;%zT-LDG``VXL(kfX=JR+U_g0}FQCV2+`t_i4O`nkJJnINE-ZOiwL1Ii7dlP!8
zG9;&w9T5J+9?B*E`t}Aqjv9V~3ilItx9drjQf}r9it8P{s>ugaLauZ-UvJy7%o`$-
zdJI}5|96zOdH8fn)L4fpzHYAH>k`_uFdLb9_6@1e(@C}lJD%VG5cO=YdE)#fvwQ7u
z(_L<UKeXQzWHY??$unWVIqQ5t(Nfs1@^T@GoV>!2Y9lu-xz#_ha!V?p`7fYzuy2zr
z_8L9r&+{eW_Vfo1&|yOSs<|ZWzxI)oS5!Ly2h1Lvay7iG6;^tz6_jaFiyQP2(El$D
zY)~pFn!VW&J4r^1RUhQ2*Y|R+5E!nhm4{Z&vEtERw$ucn8f-oSiV5nf!5H>yT-?uk
z_mTC1QZrHkX(&A(OYB^iQ^lvwBheJs&<f!@8j;TTV3f8*#pi=wveNc!X(>@}JHWvl
zD|c1?swCK1{=qz-TH!r8>pHb0aaZ4x)wzni^*Y0C`^EQAH_<0BsUEw^_{!=-R$N=P
zwi@!XMprjo(X>vmLHFmhl@yJK&P4e!nd(FlWEN+x`?T)kIWzMv)H?cFX>W_Ryjz`b
z_k{zvcP-hivvZLA5t{}2Z9JK|oLP7JC>8qF#csZvk;;h6D_lH8xa~?g9~R^p6}5$N
zPa@;6USJb`NUAyJci^>l2D~{=xO==rTQ4>MEv}&Dx-V*hpcfXGRnA=iYIthD?r~Sw
zP>yH_(Lqy0)JB(~%UF+g$<ph#%RE823p8fEZ`yAs`4yx^oYF|Ud1TJZXaK3V(VNv^
zIzk}s=edD;>dUEZ91`FE-ZLBL*v!FIT?-z2ty|{i#gg2WfA6H{dnS#tY&$%I2Dm(Z
z8%ulAtJkZFf2}%vSB`k@MqPe*jm=|8#Ep<~?|_c^Ua2Kcoe!@3ORvg#SFd0DaCoqy
zI6tlci5x4Fp$E*<blM8Eq^zs@<kR!|H8^`mO9)64aezUcy!PEvLMtK+z06&C^=T_=
zz4T%sx{6;;c`RpB5F`3|WGkv6tWHKbO=W9m77%m)=HvCNNY;0HbA@sREu>au@&94#
z%>$wCzxHwMs}#{<nY)N&t85XbZj}g=tjUrjd&*L_@ops*6Os^<?0Z6Xlb!7QZnAGN
z#xgU^a{tbBf1c;}eV*_4k7Q<;8S{R<&g-1(T<5x6Lh}p$N+`l9UPZpIUHy$r4x_Pd
ztVyr6c|mt$@fm(}kMWrt9s2ccN-3LTICwdX{kk^&8+aFP{Jdg5&Z0oJn-<t$lAQ!i
z{8IcvNsoMR=%g*j?$7L?E6fg|=yCYU@p<PA$LGCFb*3|(PBPSnpgXwOaQQ-#`M*$1
zC<JNv*-J3Ye4Qg^W^)b4)tDKMsKZm5+?ZHJ9h^}lr$B79+=q?^NAyNL%DN}@W8UK^
z!>Ly3T_Q~4l0i>mUtUYc(Fu#uG~0{Trf(^j?P4Sl&lt|`^W%u!PCilhxYQp_A4SuZ
zpQw%fuf6_1cmB>KdcNL}cHFHa^&vu^zi0s@1$aA0$1AQgiC0RgJ4^J@ht<wH%%;<N
zYaXYvvK-gHBSaU=qNQfEjsII82|wFP>&a$A!hGDXh(G~iNf>Q@@itCW_8grl-bsCD
zB>%v#t=}*w7`Fm;FNyBXt*(_iw`%iW79H0yO+B*wf!m>5TS@c4Y-(g*7?SUhz{eHB
zV%Y0my^C1qBSmErhjf2k*>ItXK^P9y|E+W1n7*x_H4bOx4CR=sOfFP8tvfQ9ugok(
zk@a6d4XY8VmKM5%|5x|Cv+re91D@rH2989|o=_1*d#bQ|d|#-Yx;&Lp@En0OtM6&t
zw4u-0og>ck8o8V0Jb`xG{rx5ot<(8_<Zw1WxZ`(B-$=Q6yNmMNuta^+F;8}DI39q=
z7MflhQmMGKQh8K%yxG525up;Nk?#4WQunSo&Fr}Wl+DY4Q>y$l9k*+jJTN!3tp9gk
z^W^5!-bY`nt;y9;BFT>z;zkc-Gt@fd-#jub?UdQ6vGC2X!Wi5nPU6F{*&KId-cqog
z2*BS>ODpvj5YbV%L%4~?<5#0aG}gyM309bQ>qq@9;f>o^jA}QQcHS;s@4$$Tv%EFT
zJeGt&hIPvMXoONpw6j*#v?se?t18T#^fXLS5k4<0(gY-COUiuUoydZ3TnjHi^UgFw
zpX)9-)f+PH1HMW8>jG<P_3zBKv7|aXtb#mD!<dN=L{(SBFW2*ffxWPrvkSAhX6#5>
z!rP+!!cLZ{vAp&*iT;p5we&PXM6$`y5KxA;e)(j6fns~p>X)kD%5>NL%nV^b5qucb
zY%PC{b8OpfU8OPIah)aG0J-E~%rTM-%n+KhAVU(Mhm)@VOug*W2sdOyJ)3porn0p>
z#IMtgr*040ym8zEjpeodU<d21NtMuYw|zs?jsk|Wox%sA3ZNf_07c+k%Z{EC0j8tu
z4)gjMiEsK8(<A3r4wQU3p=9t)e9n!k{Gm4NZusb(90gnR!$L0Osz%p7s?{(1EpV4}
zDWyzn5;wYqDBDkQL7YW&*VcuD(qQ$kxqDm+9QmB<@^`NXvUlE8BhXjXyGNN7;u-N>
zQ4>1#q8cN(3#cxnf)L1uKIC_Z#x<t%)^V@JU!B%PQCp!n&}6YOsvlyS+<9kJ&m;M#
zcX#bNb>ZY@<<BCzYwvi{5WgoUAcc<g;Cyd#spei^<H6T|R@6Rq19HHNJO$4+mjkmO
zLS>fB%tf5go84~Rs2EG1J;)m0UD&6t-;ytbBkYshw7gbO=Jeo$LI=Dj+_>$$MVT~b
zbIz$*`>8R4eq(y9e$oQijciF{bw$Z-VV#KOE5|d_2R|+Zu#|<$UJLAb?cJQf$cK(i
zNQIinGgA-+pHi+{FdXZ(HCL{>^7Snu@QTetjZ5?~@H`s35{5ip{}eX%z8JB5I6gpH
z;29tMt?_XDT1puGgI=8jLaruSd>ds%MS&IU1UON)dijecTQ)LqJmekK{rP+$YuGy^
zJ!HeL)C<4>#jIiz--3Nb_O0RGS1Yd_(7(mf_~>BCE$JMJIerNs7a;l03CVJvqo=P3
zJTQ5Mh8Fmg?;&z@^*b|Kfk{a)hPKhK$Wr=;V_<$XH;NKb!gRvwnqR~CYz(dA47+Vh
zW6$3bT(QtuJ`Sm_l*IHy-aJ)@J&`esZ@xfhr+=N>$)};*3u3y3M^S(832U9siL@iZ
z%#_X1lt07B!YP{-LD^>R#~)x{GQsUJUgeu6vo*9h<x}{ZC<i1C`dtMp|9xz*I{^O)
z3nKqHGp;cW33MJq{j({WfasTnF{{6P)|clg(@Z_VJ|!SWhtorMb<>?ETS@GeE*v6!
zJc|ZNW+9F9J>~j!Y48d=8WibxVy6BXyU@xNB!d2PCRxTlt|fBB-n6#5AKi*#til{a
zXKFxEnr(u;zQ$P%k$pH6Q#MQ1dO(Gr^<9~R^#Z!+1kTn`(hF0O-UkbKLu7#yG-U+0
zw=x30!ZJ<c*zo_axBh<xHg<Y>JbJNP<KfwtPPWIDp9LP6*{s9r+64HxgV7c>)}&;H
zi_EP>b)IIB0gy60w_<Ru<ZQZxzU{BrvP|YT$OTtKnBz^5-C%o3M@~(CA!KFHPPInG
zH4h>Q!x|{+{H&PeyD9e!v!dM0S?j$vTi$f#X&#t}?VM&YJYuw!uL?_iDyLrQ1G;q}
zgLkScD7fCigt(xiZ6rcmFiqVSs50kpw=YCA)B3L*>y|j9q7e358#XB9_Uc-%c|csy
zIA^9vHyo1IoYs3#=+!MS`tN-zb4txyKt%MH24Nt1U_X4t*=_anP`3$L?+&}YOWxI}
z=SqXg8scvuP)=41T;)`WPyEz-I)WW{&_h|0Kf7j?%0iubr0{J5`|Gyqsqe2mzF^Ao
zOcxV(@O$|)1Z}OA6mmNsW%NHwCH5`ZHiHV+YK+_RIOQWVT{2(hts08?sZ{zyg!1_j
z?3-%u41&_3Z2olxxIAumW3SZ%8G?({n_5*E9#DNMbQlR!l0EG9H?dcJ+>+alQV`l8
z*x|PVjWz)frfk5oR8Fqu&Iy&Qe>g6d=OSmhh)`g3q6ub>TOnj;uP6lFZ9*%5n|vsr
zV<j3tFA#SpW-2<-67rzow=yv3i0&@4*59O+g`Z|wzr0yJwdl(e-^}{5xID-zB1A$!
z077R#ssXa}566^89SWcc%cZ?u<wC6x8s%ZQALJiEUcYzC=nS0bBt`^l7c$@qg8^@;
zG@mS(PBW?i&gz86oBw`%Ct}~o=IudoTv<j&F}LOs>5ITvji>K8#Jt65!9&lUb(m+g
z99Gl3eB)O3%(KXQ<n|a$Js=;kUO)n@0ctDK+WU&g>br%IU2dtrw6BAwTnM(s{o(&P
zs4vY|y@S6#mbC(-+W-a4@b>RRCBqEEuCTg4udXP`I5XPFHDYS_$j_Fs8p6id>*m}1
zEssir5xMrT`opPpWH!b_o##ey$Q9{05pmVlhOJzROgF7zJ=ZhS3R0!2SVfXp$T1v?
zrRwli8qk&f(~44g*Z5uVjck-IHmvvV$w&n!V>9u-n)H|YZI2|HUEd|%nRr(g({g|1
z54b+ro0Z`Kx{nX38(DQkOI3^Fq8a@pFTb)>mlYAB<)Kf8y6E1J`CoBRI>tWU3lV};
z%pmU17M@MDd$VgK;mg?L&s=aXO%(lFjkx4k%Q_e{JkeIFBk~Ry0xf$!TH~SU6In}C
z{VnSE9!94oGHn0S$Oyl-crRH2E!L5mB5PN~ef%o1LbHV{RjuVR4z6#bMv8;X=Ppyx
zzu&Y=M4nPb>)%VGG6H>zhvh!_?@P2>W4y&)s~$nM_bLOI-3Atf@h;R#n*Z*6jK37)
ztr#vD^B8(0TYSj5qgheGgr!iap^)GYXEfCi(u+a!)#bhB=5e&_m2=ZE?Ezrk9K4xI
z`LHwr>w%lJ&mrQ*<Fg+}F|BUKnd;BTyeNVV4TN3O9$qqP+@J^Z7%-E4FANfL^RTBn
z&Oj<O<&(@*FfI!CbyA*W@OTxb6do9i*{epZQH88B{M!7K$~A?fYyKXQS)aCX7C=MA
zO3XHj*k!Zo;YgbLhvU4EZ{f2tXVfgHIy+kO%E<4NSM|{YATK+;0AU1Jd`EFc{2~M#
zEaN#7u3>pofOERKOnH#05sF`HDYg(jIpNQz!IkQJ8%AAM6Eb4Y?l5@Jp+dSrYu-UZ
zcd(~C$5KCDlmR{J!rT4R-r2P=_~kV?zhO_wzh-NbT(78KQ8ga-_FHKxXD`5()R@cc
z9k%b|WDqQL%;|2HvMK)T8SmtowW+QaVfMJk*T%%b4SG|VST(}!>&LQus<LGaIRH^Z
zjG>vAy2$3sXDJtb1B=`GdH-AB=9Rs2k~aPeS=eUflVs*O{UailSLg5Hk^cPQcPb(A
z4ERMN3%zI@V$9RB_^9&Pvy-zzJ333x;*@oJz2ldt_tC3di^d-xaYdn`o`^Rx+&B5d
z!TG8Cw*Kdxa~wfXc6omlhKkFauK$!**J8?L$OVx2R&%{GPjj52r4}IRzf-g?v<8S%
zg8xh2>v|VqyahuM6nee&Y<@I!jWq-x$@01L*1CsY-z-M_yhm=+2@cKw>VJRU11Ooa
z*iZ^bf7x9PoG+v+k~3SL5OTvV7ygYWj|#J<FpEfz`RglEX1%#x=_XAL@fn>i)AUOZ
z`$%-_;^P|pAP@97D@t#p`Px}A87o~fT2JN3QfGzHfCA1MtJ*YBy+3(SX1oY$1-Kf^
zh#O5}VfI0yfX?{_7QzTwb{jj|b;?v?8AuUp*M9uNk-sm%#?~d-QH>{RVECM7o_#3P
zAslqnGSPxh=Bb08X1o2yEF=!H?eW!F>3O|tRMchgdgH2U<?(uG;u+O(9>Pw<wMyqC
z)Y6WM?3n7iCZA+;1BO$7w>QmnnL?{T_2l01Nv31VgTSG(=)SPs=Z&~iwaycovMeh7
zo9*Hb|JJ|oV_!PH7O%9=^-^B#{{_Nt0=d4VR}ww1pkbs8Xh4Wi*o6l~9+!kpKLO7<
zmcl<AR|7PQpgKVsGS3e9bqXFViN|xV+vhF`n?(CAYYK$ZS)1{>8QDy`)@NZ;V91d5
z605*m$jY3ilN0LKW_lCdPU+UA=qTXappg-k`5aE4bBos5=m9#P{kfG$HxroE#z7B#
zz9&9VUujqt-<5Zj#6w*|1~KDV1-!yy+G8XYRjf0;QDY?@!lo;B<CmudEPmaWH){Et
zMP$CYyMq{|(b=jz=c5y`9x`@qMY|N~`jpXn6OFV&$e8pVh^(aFcay%pk}|#TI&s0U
zMIa&8Ltyl$(EsrTbIvtny~{1&q)PXpeK%BDU1myG8FSOA`U6h)Cs3tG(Pd?+NTukg
z`+**w<OVewoNDBCiL}Emwl~H+ipH>IbQ#Y(dx)?6jut%Q{6NvZkC1Te;A&j|u;-XM
z=SeCCPD0havCrR=m>y{Jbn+I`|18-5bBpT(;)oBjT#7H>?TM?7@~E~SV`?1L4dBPG
zW20dNr1p#m@#@^I-uF>i9q6boLizVHoZ+)Y+iq@`{1Zdqs})8fmVs^>d{X)D!@Nxa
zuL9(_%H^euIxPx1*XS4;wfopL=vgHBu%H=SAI>}$YK={BW_m26&(-QpC_P@V)YQH9
zam7A8S8b}YgN#NtqnUE4A9!UEC#&YsH;_N;ov&h(f<ry`utSmh;1QS663FrORAitr
zZ6qU}z7N{v(bz{^aOOVI$D#nR^B}?%CN^cn9?d`}$Yfj&XH}$%Z8R%SvuH_ha8I|g
zv@KQCfA<ns#$lQGYMSKzd#3=ID~E`*hPN`whQH5%r|#t4z@#}DR#q)YKj5r_SQ!Et
zU!z1}*)3P_0FLO6HHsJS4YX2G^o8tTaTKNoug&qIAf|3@=nahH^8bZdqw2#bB3!y7
z?(yJX99it2psW_dwNYZ=1&AoVG^<cAQ4lH?F}<jR-Mss!cXw-EQmV`?dlB<<#X>}`
zEHNnb%v86vJ98+!Mt^_XMYCy=yd{VndT8rwnAs0akk+8yuE{p<n@iRnT{AZ-_bYqs
z)|L!DeLg13&Wj?*uk80tbKeQs!X1^hO^xj+?0b)8p6=M8N6NdKzChNG%0?|+yVV@x
zd%Gh6>%aCp3rt~>AP%&{F)h!7Hs^+S=jPMXfo+;FDDQH|9#Lu5*UQTVl(_L)$%_D(
z_DTp#U&{UwI2O0{p(5c(`O#VbOJOy9XY1j}Z?J$u`f{R2=jf1;n8_a<b+2w&PjxmC
z;YvJRlcw8`Zj*~KUBpnrVdfG$-xpu;@jG+=!~}_@fmaiLHn;&Msrt+mkF&^_@n?HV
za?jl8Gzd*87-wI5>L5?jVKy>al*n@Wa0cO2yU}(8{-GVMuQI{Hdot*gJtT~z?0XU0
zf2AM?ETK0VuTpfc|3xuWc<2c)qinLHL6@Hnrbaoj3mJ+6n4HKvbK|G$Cxv#+b#Wx}
zea`yZe}DFYG5UaeiiHNVHPSqys&jVz<4C5C%(_5qBKcW6&qRzkVm~^&3TIb6I@iGf
zUZ{8Efp<jh$98mYue|mgr%yU$3n{;#`UANg{2YNFP9c0Y!>_bBGVva>cO41IbL|8A
z$u2mR>qIVxF_k1f+zdY{WeIxopTDk(ePguB^r)#;a1py6A?0gzD%4$^up5>YZW^Q6
zPFlyD$=2p%ozZVgAA-{6y#pBZStGaM2G}4cym)0JPk?mGOq~=Yg-WwW(G@a-Tk1~N
zJ&b4UBCF<?z=Z@tO?%is9HKE2t*NmfHn+5|a54w7=2ojV^siWa{-IY#M95-qe0fJ3
zmDCt6DVUUI6mwk%zs_A~@$iq{m(}xUs<~B!rE8qWqMOOYI?Vn#$A37~2DV3Rhl4ak
z)QhmXyTzm*0~cOUuc9u86bpynGZ(+csK35DYgCvL0>yAF3l+_*VKij<9M9{urrbiZ
zk85;*2S}_Mr{{_Buu99FzDE+x#D)s<+ND$=*JsU;AbII=iF~8p%Uy{`)UQm@VE~c1
z43|+LlWQQ!(-P=2I%*OO#cnz5DM;O4<mwVr?3Q6tp5hA;-;;%*QuIqM#-s7fJ4d*0
zy&4uea)6@ZDq0r=6C@|j>Z(mDT;DDTb4qnlPh_Xk0nOF8z6~^I4|G2@A9*4^qSokz
z9$Xjy@j6+?YXyYC3fNgjm+`TVe{&180~-cqL3f6Yc5iiu?7_Gc-m=6C$U$CjmEAYs
zLZgP39C;i3t*|9j3%CyKD*Pk|l;tNlOjx_wEbC3sQrq*c3+i;?s1g2GLi`CDPgxtP
z@_*Tl$}kku>@DtYxT=oenXTi&`8V$AaMRSQANG4jsK>Mrk56C#-omPZLq>X{p2?KE
z^A5KK5+}pDe{wyncc7!z$N-ie3jNz|h2FTLT2)0n{EJD9d~8vs(sKit3N#^ur8a1%
zN1<!@`NMHd?w$}OKZVbB*0zUIBVc6;EQR|4#^SJ)T$6e03OxF?R1=$Ai=G_e#|=Sh
z%e8D|^0we)P3E2Gm8s)FzPf_Lg!&D|Dtun=>&()^HM>=&=^%Z`v<dlTzl@BBuh6n~
zR^IVQR790!*AU67uT`$jq+bK-ze_vX4n}M)3wJGKyGP>4Ls#yBhw7zf-|rGH&X`zw
ziS%aTr&=un_IGBmVW(U>mS~%bIu|}}-YBAdV?a9;Iki6b-sa+fLtTjm@9wl|O_S*V
zlN<1#DtVh%>X+SXU)ZpNa5~3luAuUBtakL?7qQ1_5($p8X}*^})Q&kes>*pS%?9q$
za4!j46b6(ef(iucY-|5iAMKw~kn>O6toqpaA&gam3W-{ku|gigPLPC_lp72y(uuj(
z(=wTMzPv}=4DPAO`sU}0(+zBzt#RZN0sUF%{M(pSI4A*+)*dNU`6+<I%v-lrWx3n-
z&*>#^6i-&&F|{eS)pSmSy{!sDKG`>|qkyM-_-7Q%J6gf@f$dE6n5jF|a(lL~jehsB
z__qaaJBW9QPGt+)0#3FtaiO#FgXAp6WN7JEB)BZRcC*`fi=GpdwuV#Mqd`Uf`QQ=K
zH1K!2Guj}IUCMHddS;ePohjr~ne!d{>ec1;5>Suw2Y<eM4j9JhZ8pqdqB0l!AV&z$
z52ea#KM(WD>Q^LLFZ&gEpV~8pCPQD_K^XNhe*(xHX)VM*FKQKs=}jlTW>z-a7`jAo
z+ZHj|&$*b`qKCYhs(TVq?##W+pjEu=O)_8ZanA4G12=~;scv}YA<K8P=YjT@r6E1X
zq}GQ{0d=wMCu3;i^Z%<qv4y;YwHv19NvspTXP34*ZHs*q4@`EZT<jcj0!@0653~D*
zf1#x<^G~aNqM46fm0_TSf*`oeM%^lJm1TLV`XyEZB05hW(P+50idS5l@W8t~r_<+G
z2Mourug|TPbyS+w&RTp)i)>C4$u#IhsXhx06qxY%_R8(0Z9U&^rOg$3|NdueeSRC?
zo^4wS^>192zOr&0$?$Gy;7iR_b2i%PC}t>Zs0~LusGx>siObzj{S+IQjbtz<z2qH}
zn!{z)1dXw!xGCuQdxwYQ-L@WaAgp#2o-#6)*Mk-b=qN0w8)*t2oc$z}m;pkpWQjXB
zY~yqzr>N9r2V)CUO%`qk<U~n0OBvI|_8I+`kprGSOoKoRUYkeW2UnGK$W^SIcJzFF
zk6EumPM4h;7x{7E09Y6Jp2(c%XH7)ik5-w5Sn|c`OOqs)KtIhuGt*dtv}Y>@Z7Td}
zG#9O6e@_dn{qNiBXu@O@RDH{>^zen-VqqP$I9hAd@<SKYiDcFQwm>m}r855pzn?bY
z3#>rJZuZ=o@88i9v%=ALO|Vv)mW|O2+&)k3%6QN~)Jk2lHA7<OYfNuw!g^P$Q-O$&
zEqkP<n)s~>fh3R_hn}ls5tv`58RE^FkcHxoK{YfR8!ZOTk~gmf&mwJ#EM1T`-Tx1V
z(ILpo77i}@ZJ(1BTVx&kg7oT0KsD3@TGp295GliCSeJ-Q3$|9pK3CY&xpl9T;2BYY
z$}VswsZ4hy1GFTBTkFVXtOIK&0z@-VbE}{*;Ra%!{kh{VBy?`6;V*jY#;n_8dq_Ph
z3|YAinS|^@^fx4XHulh1_ESQ>X!w*0ip%m=5PC8>Aph1i0>jN4xTrVFMcH7{?*IyB
zjVU`}DL9YjQ#qu3ah%KF?`*sD2^Ue+f-2t}8c>GWPtgisJl)a@Kfm{pWDz?po-pNl
zhB$Dc3K%yCTU4CoOPGx%Wv8wIQ;0FhU1S>r${vS%lpe!V_qb#F94VFL8^ZIaX_(5C
ze>l8VZO!Sok{O#DM6(rcP9**-_*shvmC`{FaX2ykN=D>0BEUf2X#konrJ@vPi>8d&
zgX`XStPT70-&a3+jAyu17Si52=BL#}7@Ve&@vrd!Z+!P49Yd4e+{G}Dm@TK>T(x~c
zxQq1nR*Y@>?0aCzNw(58Y<M;`RXc!5&m@@?4RL+`Eq8cz(DIvoPGU?H(zs{qG7pQH
zc>Yk6ooFD63PR0?cz_c%ZE*3S983&tuA{gB)kH_(iKOUz5>*&N=acJOA1kZO5Zs_`
z{h6x{S`1+nYrIBrui80Jp&H_~7zT;k{;L?n8%-XmV^skQpNg7hDW+^$4yKYcS3mE&
z|L3?ri-)0C;5Ys`?*WMiU}3u|okckZnZZh#duLFv{l`bd@-B#)*3(}SGMukjr)1r!
zXP331(8B$<yh;I>Jvakew2C_OBJO>kT`3(-T614)P3ENVz6To2!g-&a_$gj;^tje`
zHYN|JKXB{+i}@IGzHM8*14kR=0U<oopE<Yo1x{&-HshDU)LI9z!S`uYStz#=Ms0jO
zmLdk^n0E#n+Zn3oTkYlEp&8{ZGc&MZwS~d(kFcc2<$m-$K>+k3q*($M(QoknsQsna
zM$gx+cQhJa>X95rfdPvsTTpM_U*dg3{6zL)R+VM`<0lrHtAePj<k}Cx2zE4@8F3uF
zu~yUv{m~!Zi;0o01b~t>e}(n2X@|A3(o5S@+z~;V+pVRR97z767G6-GM#J@HUsHSy
zhm?R@;~>xkV<SdMK{DT!)P`YH%%VneL<$!0gjfFAsR+=}FSJARA7GSG4d*+W?yv>Y
zV)VDSFGO+G?i7Wc-O*8Yb$lERJniYmJtE+cNam}YjW3q{T?hpznec(kW<SNb8W{Nq
ze2W)pbz5q!lR0dEPd<liPyivIRqzrv6%9WGrSfs(m#;_7<ZTje_?h}8$Eho&>agF3
zPx(u__SLa-42{u5z-$FJ42X1ifL6Tz)_6;cWmPy6X@RZ1aAVBR&|U@*k>^)v?MqbS
z11Y_HwU3T0d+;g{X`r1MX54beRmFUpmj*@xO+!Cj=xjOJ{fGcrQ;Pb-Z9g^SxFtir
zuA8eZc-;sx#e~PVy>#&4?UWSVac(MCKT+l->t1Q9lQ2|S`;en0n0T=$$GhjZbc8;;
z*!ZwtC|p<EziRgFA1;MNGj*HXHt%+h>la}Nu%zUB=R%fCcJk|ij)Pu_v9`<Y2h`}0
z6u5ros+Jk3qR@MM9}NUl5uZk7PKEyhrseb-DQbmJCX(aGcrXCrkV<4idTO$18S}e;
zLVcWz8$(qI+U|Z8@`@<VwKc{*f)^9<B(E$$Njac`u@&5CKru>@t>N^!DjzL7+POt9
z0_m8G^rimezTuN1?for*inV{3Bf~)b0%7zKc}b~O88FL42ShLQl(6mifU>d#P!679
z?%QMi#B-ZBx@UNB(feT9kw@OE2r(PY`Nl&olZma(ja%6FZ15IL&lzV6Xce{0Mt>Nn
zMpimXgkN3Jjm+5x%T7lk>D+tuBnNe<(hJN(s)Y|}x9I@Qad05X`gen%<b9;aq!M}>
zyOqMY?iphxw2-xj&0I`3?}(=X?8xufq``a+(OZ&~1S3h|ZyG<di?(Czd(le{;sC2~
zC(k{nyg>RCiOVe;N7Yh<+R$I~QS0>YQ2xEgYOBT_w^MATk}^YasR4P?VlVF#S$8x6
z_3xC+G&0}DL@H#brNv&r(|(}pt2%u>{RgX;mnuDD&BZ8&11<|+n)ow5Ri*BtbD|S-
z=plQgMthcNb4dvXza*HiCt{_vv(#m7^*gJUf>^^nYNoiMP{nQN@&%XvzC|c?V9uh_
z(ckvH|IXUdy=EQMTQGP9DGX#uuh9rc@2KY6Y-{&>1eoFPZ?6W>y^(87-_+kP{}&Vr
z$lYc|(6HYGRoaJ}BLl3CM+L^04$JsTC6|3ae;nhEgN+@Puw%NDlC<OEsMLKOl-`O;
z>o9~<dibiDym_Z(Z{+w?R|I5CJ{pvW=BX<nWt!c2+5~)C8MxSNP1mUXbA*N7GH@-f
zQBe)r=>a%Kd-7|iiExRdyV82SGc>+Qp4c!-EA%;z`7V}d2^u4R9Qoe+T>pyALaop0
zFZ^9Wp(9|-_jk2R>V<HjzBjx?6YwXlxbtaX)t;4=6Z0qt8;Elo6C$X(Vh*<X@a&te
zR`v64NfM7a71=!E2u?mRDvnU+f<19`DcIj+t9d3hcgqUOOm`(Nk7GlUiQqY5o@=PX
zC+%@^lr7zvuJt<nW0x-Av4(7s;*Ibi16{TM+$hz#7c!_DS=T>6dtN)xWFfHhC<w`L
z<o3ni?Ql*giDuEX*5B%$7+MwYY@_r1Kz&7OhrK1d7#D?bznJV^!1pX)I-apL0AZ=k
zS~#Zk_rzKM#%=MdwA{^5q(egEiL)T9PLnJ6>k?q667xnNE-~+pV|A?KK#Gxd&{t&1
zT0;yp8EN2FjGkP)c5V@x3WP8h?~i&#5#Lp1=|*0qh1`!JkUmp|0h>n}dq4VETgi;S
z6b_Ow#N?s59mXC?Y+OPH2n*dA!uURhcHG-)nc2N82>JI5w9@IwvqL>M*-~8|-;#|X
z3EGOfX~ov`vRX5>T!ED7gf*o@<j+sz(mEi_64oWSoR7PMDr$<S-JAInFS;N1U^w@0
zH00Qh@u#~CS77DPYc2M|8Dh`x%@s?Frca|I&nJL~1ZKoo<f~J^@s-Kg#5;hk{en*?
zq(>k`eJbqyo}ErEJlKpGXf3qTW~N^Ayy#DfGN$uJy=>;(+Ck{cjK8{PS0a*g?S1f_
z4ZAF2W!KFeXC4Xe0O^~QBAdMS+bl)kaGWgU)4!H~k(G_mSF^U|eSZqZXL)9O<ep5g
zy_hw4@@wtZPU#z$+%<wat?Q0^1s+FwmEWOvfek3Juk|L)+9SjF3e7yJ4D<vPi5^}F
zKVt8W2too%rw|sPCL}ZPrJuQ)i^@HSf*e-OFqt=yv70pTM51exB@L2<ufmZO8OSOn
zJD!{?$}(rvA>&w*d4tK+hlJw4?|&F`p>1<Dex#6;;nKzT-;Ig`B@3T-wo|Wfdkrmf
zHkA%K(XV$%&wiUDqX)CnL_LC<#aWtvu_kS9njCjBJ{s~xB$G|$m1HLsCpg&c3S`@#
z?*D{5hZ&#@aZaJy<R7m{!sXS$aw|d_NMT4FG*mX$>0*9ATK5)PR=eO#jW_Nno7<P~
z#DmAG-9`kJ$cjNogvIMS=D(Qe5A}ah$|G*rUh6ljiC1$z1)r?Rdmp|arA{TLOJ%X~
zEB9GBWWT+UcUCY&oIZ!1_Tefq#wKc_PLyD$nj9R(44!d{JvrCRe1Il2U1?ekr2|Yq
zyrDuUujeY~Vmy>clAq*>NfaK(9fi<YE@G$i&|?WdHWi&-L73?DwX_$FX4~nRkB&f0
z+HxtYaOx~OkaINr8kY`ew2-1<=(>#K#`szo`7ON=WrjwK+QaBZ^`Q7kccz2r%Wy#R
z1RgRCDYNeq8?ZH8NBC)D!R-l0aU^sRVLCgmYFY}KW;oF-3wDaWm8!F2+=oSCLh*pg
zz7y-B00+df%0`hpyTI5=<=ioTcOSmABwIK34$Sv0s}vWWOa||>d2e*hd49Z<ko)pT
z*~#$-eKBkd<y1v?eD>OUZ1QK{D~>zV;~kBU`UrjbX{_BVDlA@khc}UbV`$*qT;3zw
zQcr~PlAQP|=st95?a;GRGLSft0J$EMm?rxkd!C-jU)Ran!_+NBbL*n`2)%K?Hxw6+
zjJ_dCtGZn+@0?V<7r;Cv!+78V%_ND*95d9%WO@+n^z~d~T#cNReWo8W;mvwEj@wOp
zce34A-P%hO-BojX1x>=0Z5X$VJ>V5D(N$0_RXAaIe(%GYhn>#@yU%L1SzTa5DM1}i
zPAP*RTD#gW<D?6Kd@&$EK6}OL>^1GlN9d|FK8EPi+xjf-=t30weldizeo%T4t0yt3
z>*!}%Ptf9z>H1p+)wYjdqpQ6q@Wf7YG<h{U_t#p39%9+#xlSSWhOBNGVkVg~>0Fjn
zcA{ZDSM2l{uk0IvTIpnY8+n}Wxp>5EY*@tK^0+5O)51gR(fMOJ$90z1J>;Y`{pcI?
zK+31LD`h@E>{vFGr{9jCgDWvbVs!jaHka(r9;Ff7TEU|dp<ooZ7chHlzZTM^R=GGU
zv9t+{)cn+Vpsiby!!3u@8V~jTP3E$9!0U+AYj#F5K!<<-oL;ZN8Oa71)$Eb*w7vzs
z)WdYyi}J7M{l&jhY^ovtr3Z^TRrMd@fluXrf#FnDKTIWBuO_b%=QpnSHHFBZgg~v)
z3uWStToG0W2*DQgZs`w2?0xjseo(BK>Bq5k?vNUIgk{Saf0I@pOP_aHzaIvfflfz`
zXXIy!#zoul=JSgVM$!PMbW-uONoy51_Pq4*vZq7#79vX@5@1D7e$#|X7RvJn?4!dK
z!`<hzC8aCNePMeQU2C=-B6w;rY++mg0F-YfKlQu4#BmjMC6^W#7MH+K)#H)1#lQJ9
zM4EL@O^$eu<Cr#H-7zzuz8*D-T}Kt-a~DIS#41r+E*MA_7~!2=C~uqY!iDZ3Y;KwN
zanjEJT|Pn3C%Mv0QN59iywifCf0oYwV)yTusAKT*jJ}U37ot5T`_-Vm63iOn9MEf(
z)6>r|w5?=dj(=a>L@Q;2l%9Qg6ATwfq;HYdL@e&{hPMydv5pZBy(6(Ev5Pwn7Qs+n
zRi^Imxjz=2SYAo3qUoQJar?mY)BAnSsXCEgpqR-TcCRd!b#DyJ008$v*4sqw946f9
zvd}K@!p*V-#BkQYc}Bn=p-^hqCo)FF`CSi`gA4Ip@>QkXq%qWnz2;aOE6cW-{q0Q^
zQ?B$#H_redgUi;jxg*`z&n)_?_fBV6uxsVow7`Hr8OZ~cpEqEg96fb~f1YQE5aGz*
zEXI`0h&^>f-XM^BK!Z8CN{8w#_CVP+>uE`yRE^#1`<);QpN_dZCnDA2w*o8a=1Q*!
z`Akxfc)Qbr8b9L*Et?!=&f2n+(W|Vi){s9)rHkTWw>uL_V6h$zfTG2{FzCat+K)<O
z=a=RwJC?TNC|HfLa)R5~usUruMzN{Wy_JSye2-?)F;s~k)nnMyzLXTalc&qYrPgQe
zg{zotG&ij!$~*k>c>K*eyHEg8@Ca*%NqbWNx744ve3;?g0_RVM8^F9~R{dz?+q8Jq
zwNtafg1LvT7dayW;!|GuQty7N$Tulm?2miT?t02gMc5yiA9w@ugjs!{TbV94@NdR}
zOZ!TB`p1>k@UGhq$U5Ayh5=`k!HKmE{=|VpJSMQ2zIhr6wH5uF`A3c(aftg*6>#YJ
zy`OP8U^CIFHJ<8!uPrUh{eySiMu8^U3z}!=mB$SQJz8sOmi%!(Y4hJ*=aikp^CHeh
z>qW-|GJzx{C4uMi54ZUlSzMi=!ez0f7*vWP^IXh_v11QMXUvr%e&3mMkQUVj2TW_M
zX-p?t8FNZXW}dib6_A#5wpeus&U9kh*7&c*GYfzFj?pgv_q0S~m%jJ~flmz=?+H#u
z>0Cg)L-H*dJZo#WGSvaB;BcRJbiVP}E1Pko{M@k;gaj`E9nsTB7(H5Taw{rmqsBiz
zeoomRmoZxqbw9^OF~rLn+51k%4lw9Y#r2LSO4J1-c8`MhUoynw1zo)<Y3=E?TdnKv
zIAFEAA3Al$X?pQqrmgVF_|KhI%TDp&vNWBgDQgh4`&s3GunPzR1s8Z1A33FMK_mGb
zc7M}*680S2B*Y8?h+>oOZ8znJMVCg3N2d7wtvzmDiU$ac+)RnAyEZ%-tlblDy>#~9
zIP#~5@pbE;md58@?2#ZyIb4s%x~}6)XvRy(m|`t{KT;{X)LSL%P!RH)ZbRI7BXtH%
z@IVh?n4ExIoSfcgO~p`dF#~-0my~az`Do7;Q9O+6{mTxmToKL*00v6xLAYW?6Iz+g
z;fHu}1m_GD{I4&g))x=(kcweW{_!3@ZhlR|WGR|D<ZdQuf)&!h4F5(prq;Y)!suQq
zdir^Lib-oU)c8prhlJm?Mr#o-SG{Y*qO3_ev!H!|qq>{e1~RTPWBm3pj91X3*1j@J
zBW0f8xJ7*=WKLpjQ~w5<b#FG2ci_;!K3eY09vPb-#p6o#f6?pcA0k|YifmBKTx^&a
zld_g6dH2_%jf%)U-{>(?p9>{@Nw@*+pXn|mXs;<&zp)L1<^4;@+PvE&0|>~?BV`UZ
zn?7ekOG9A!6~<+rtme_}Ycq}yFn#Ndu9n#i(&*jj>3~;GVmSzH`|A39S6mF#S-tC!
zW6a7!&N0J+fsN%Wv)FRDp!drLl&Vc(|F5Lk1Oar@`k>8EF@D`=8r;=wjzDbUQcHrt
z^6VAWuuHT$`?DHT=84{UIeMWg8z1d2$HrNWGZmQDA;UshZ{y8xhTYnA)U=wywU1#=
zRtuZ_9x|4m_`=<Pv~(57BiV{aD*Jr(T_3WGgvj=n%??(1IA|yheqnVe51gvYn&m4<
zxuQZpw9L<<InQtOHr??&p<(KZJZA8-#4^=ipHTb*t^{16E&LMH`x}E*h<q5#qlbf9
zfM{QYHeGkp*gH0hjoy&o$n#m1jgmDbv@&o;oohO>`cKU4i(ef2P{+D;OY57=RQ`mr
zM;tl6!|<dke#(9lqkhe>C^^r3$6aqD&CBo4wBDAutgCt@?3jDnfl+*(V$Dw0USC1-
zbhVel_qfFV-<_Y4b<eVBszN)w^g8zw^oRNA=#t3$(%D&4rCnl=qox)guLyY&rynEK
ziKK1H9IF`r2)uQVZ!3xIXe*GNH!9XZSR)JZ-OEPJ*HfDnZxAIzjemO{ZQNML3o5&O
zoIAjnqo(EyM~Bw<H13q?yt^hZKI9{SoeF<!ORtAD4k27sqRG>iC(dX}w!@(&OW&mK
zV|J>2@%;jq2?vE#H`Eg1ho*{ToH=~8+ekEeQl-_9=7HrRt?nTyqt{nU)=?l)+%k5~
zPaYae*-fifZ?B*8sq1q0@(nVoooc~s+{cSCsTSwsjbaHCk51@be&vCKqpZ|M>s~tN
zF0iUafrV|)S;>kbNNR9kQ2YA%nfLep9GIpV?187vs*w->Jn%|eHPVXxon^)sY^2zq
zm~F#OY1kEHX15;KJxyi-YuH-y#>L-NbRhZPsHxyxbKJ!&05a~OAT|qaN6y!}Zfj)S
z-V6@7RLj2;7o$HMRfW`=Bu!|~0QeiK^0K{Z+Y`Fke@jj8<oRoMw{u^gg9#^lOMP8|
zfS3g(=ujDo3blS*<=Qk8;V06w%2e3O9Bc}d!^26q19;b0(A2|5#I-c}sw{`}jTz)(
zlrDaIMB?m#*<ll@V<!7$sCs|DW_f0#9dDK|u*7D%4oS&5-H`l)xczUQ@^b6jkzJkT
z#~Bi2;<L3|mU;aS-tK`D-u3uWpfs>o42h3+hhDKUITet?SiS%Vav{{lFF?iQAyvFw
z98UQ=f!F%WcBN!JSeoZHG4tYSpc8(DmSyY{9|RNBjrWU>KKLDDF~Zm6a-^s6=lI{v
z!`NB+HSXW8T9Kclh;)y^qrY1WnzzC^npN0)Pxs$TfMm#`@0qaRV*>Nv(-bRt1`n2r
zGnlBWw`rb0ZxjuqmrvZCsCw5L#ZUNE9>5wnac54}d~Z=)7cyN|z@(ZKzm*d&%ZJWL
zM)6AtMLxNoF3@3AT|?0+;bGd{S8=}w4AAojK>s?rOz~uO_-U-sIsL{U1<)G1OV$fa
zV^0giF=FO%Mrz-|EGJK~N{e%}cz{+VesS$Hn?E{%KVP?Fv7;SLP$4b<jbA7OE8rl(
z2USUavA!pm{wlkE(K6Or-yG5$=Q=3X%8V4Etwuw_>qZ(zey~8ab=qNy8xQM(W0jYe
zXJJRw9y_T8Del8gzjWSJZ1%F>j6CF_Nu1O7$d@xz+FKI6@jLnH6cL6(?C;#SYDORf
zJh<erT{;oGjb(sP^Wt><xQDi?akYZ7VMc^^=30IXo<S{%I>!TLURI%1$eXlQ;cmnZ
z@i#s1^>9ASp#WbY6y_{~r_q0F&6(WY7uVQKrq>J*8G*z-*;56qJ!PgYQfP83OFBPT
zQ25aGp(SEa`7sOZH-xVusZV41M1JBkFOb13jUGw7e1xw46~ot%JN?WSM2oJjr9I=a
zGe!<$7<{RazX@rcTGtb5vt^tpfMXtT#`2Ss7Z<j$xCfzzx`hxAx_(&)(Dp?oo#kl?
zVTw!R)V@0tYO;8isp;SBgJibwGsXXfn(TA9LmR)=%=lSTvm;O882SDusJAJzP(F9$
zy0?ExfgGt)hh8tnR_RW1xv6Z|Z=fKR55d4}?R5Qvw3cVBCh$P`bnCw06hj-_{t?99
z6ET2VJ(lwLIzoJ)>RPw&Yj+ot`R09$C+d^hW?KHZ%hPhTH#HVqUFK4YcQ1FjrxKa`
zH!zF3_?1pNj@k)!y1hO3j_|5j2r3ZLH)0J194orekIVP_8Z8lOWp?(_N~(Cy)=pG;
zSf3Gf<PV3aus3$Rmln_@v7BMSZGe(2UzvMQh<ETNS(#lQn*F#D_a8L#2$e7w#Np<4
zVp}B058&OL1sW&U-S_(zkm(cynkAX8v&^tgR8bRosc@4Pud_VfC57&THmOt?>m#}W
z<RttKGQ5~?Sn>?cP?#-^z8qG~+8QuzdC=2)hkFoucCME+h>Xv&hD}gHBn`{6N(aV~
zq7%?F0@d0lr%9yo0P6m$xQG96e3^HU_~_r_Oq^hkZ1es6(2o5!ckUmK=d^k8+`GXo
zMIy~#Ud_FNz_J;rfSZH~4JSCP+cp`1w#WWr=TsQ%vu%b|c;NcBpB$l|eoU`r$BZM3
zzTt^~iO2V98=rZv`=!!FnaGL~t6yul=?bb#Igou_#Tos<eKardNyUXO&k=QVo;k++
z{kWeqVVB4X6oO{s7!a$PYu(~kW0{8!zEe<w;Xo=?6I-d$3@b08=w+mrD;8n6K2iHY
z^8sjMsMASCQl?zeS6fG`8Ra{0=*2?9Q!!A<S)2myRAIP9b+GknXQh#!0L^EViLNZ)
z+9sE|qw106ocplCU?UVSuwI?vD>9<@Tm55Sbd6~S5iu-+^*o<EH>K9s7;O^kLU4x|
zZ7zgM5BM&@EIP%?66)*g$Un(QMHA!aMi+u`3o;Jb@Svo6hBA^K)5$6-Lm6{9*{P5D
zOn@*e)(uX~UUZHer8YtBG)N66%)kz4KS?>Z5Ome|7J-RPLk1O>=Y{n3ZwR_vffv77
zegr-HMepbKXEz5%#3HxA((hGn9k^ie^J;5R`#4y^X#Nx~4QZVhI-K9_Bn>EjEx@lD
zF={@0Xx1hE7}^%b`)=_I-^0`t$<V>wLYJdWE{fqsNsQyg39z+LtevG;aX7!~T6eH6
zWbz%q-q%n80vv;^UD4xZf?3k#+`cxs1RPC{c%)Ag5_uZ0V;PFIJ<$Apu6PZ*DP^O-
z=ZNqm>5%UcW-9AoKq1+-Qs>_M)t4-+ag~q!o7?!64o#_oV&q3V*o(*fWTRNZ&yxOF
zZR?6v5e4*{_D6Swr8Ab`5-1}-B>EC#&(AXbc0}rnynhT@{R6A0AQGLh3XHTe@0&s1
zZ#00BHf>O;pRlGHf05RKn_Q1Doa<;xL|~|HpH`%=6hH`;f%Cu&^5MtJU@LvsX4Uzx
zTpM8`^(&`tpCS%3(M_vZ;kq93)rexhc=^PB=yp(YRk+~VB-&VRds%b2CY{(Np7Dng
zL}}hac|y*LdUJIC9q~szzsFU`R>x;^=BLR5{950?nw8_1D5|HtR#PA;TvAQH#7tUU
z|1MfK+W%{u`3Qej8)9EE9krVMspf%>_ciK$R<WO=ZFazz9kAtkfB9^GLpC1$hvU_w
zi^;Uu-i4sn{`;Q>wULGB1$3fsxtM76^+)fWXR{|-<Km+9Q?fwSZ&h)@EcxNO4cG=?
z$ohT0GBn#?6Ng!Y<h>DDaEVO^HGyR22KAcnjV<I&bp6dGgoX=8V}%HG`CdBC(z1#a
z0#X#XkLlTv@#&y$FuPp6@O}jC#`FTFH(qWwJ*LJ#ku{9v<L4ecC$>lMlA^f0&+g>2
zN@8(Vbbb4);X?ZRRy6WUnbSj%D#V8L$Z$3}q!)e~ZVAW229jjJnx2h$h}m^AO3V%2
zl65onQn!AQaH-p65uRF{ix@HZ(h7HO>Xr8ptmTq<!U#*KmoALD;F{lyATsoP9a#qs
zeT=?jGPF{66=&ZNLwPL~ucIe;vtjXfo~QW|7_Y*ox<(t+VJSU(B*`WNoM~<T)p`^z
zWRp0XE0nAmA6hyPsSU_{_KKp(47(|dJL~uXAyeZmt6&F9C1hz{{4q<hK`)fy=SAQb
z%_YRltJ(P>y!&Y=&fKv!A-~~6bcTPbogh&@FRA*GF!+$L0lShkY+4Kdv31^~_&Obo
z@#J}HFBo|7*OV|6J59MaS>Uf?4txD{uRnUjC+ggMd90yQ31S)9e2M~gIUE@3nz=2j
ze?W}YvNqE>I@`+rOCGjzKl*S~4J_m8GQWTyCCF%~deeM4&z*-?ifkea)F#J3ihMI!
zU0sZHfV4gz(^FW67jI)ro8Sb(7$3md<!s5x8<eLDN|-Ff7R^<GB_FEj(ffh74PFof
zgwAamutSfPPj{LAmU>ylH09;K6(h@DH;Tz)UdH^PW>ZU<dM2l|Noeo?3;SXd(Gch-
zfnZsm90o;;*9zqfsqh547Gp(Y9ga!?Zw{K!a`W%W&|UBmO{%_VmF<xPy8J_d@ENOV
zYbAk^#u6^tDi#7!tCGa`a7Wn>23aQG$@}V-r<qLv4VF2WREIREsJ1*4bb+4aO>=VH
zW%j4M&sH<~Po7_L?B>;)jz5@XrtsU4m_YP*Kxd53Uc7^W(cW3+!?54a{}{IvR`nk!
zhu)9a+Yq+vGW3Mr=Y+yMZ?p+OWJgbFw?_X-72ecb>c4T%yybh~N&{O#D9e6o4_pd=
zfd@@6-G$i>!Z^Ex?9sC^u9!2>2|bfmg)(BnY4<G|$3n{!0@v!ID+xQ>Sy;z=^vqlI
zS!;fnpQ5hwFbkN&UWYSWzPAguS1vpFwbEoOV)xL@N7IpAo?EIY18M<atXM&>D?!#5
z&NJ8X%z`XsJy!)oCC)v~*8rVM)Oudjpd6s+l?o8iTI%&jO19UhNb)99UkYQr+NFN2
zk9eWjXV!c|_#kHYqH7TfO$(z0ELlW96pe;(^4&AcfVETZJ+qbh4+o&|ioNj|uDCam
z6+^Uu@c`)DcbDOx%R#~xi<B0_<It|!J*%g*Xj8Qmp&o@4c&6X%_E=D7d7C%qplJk#
zU%uWR7>0|dA(t#^;dVWbkkyWz){u@MYD{^Z5I4QW$4qLb;prkvaPjI^xctY%^^}z>
zI^X98#fojBA=D&|a-hWbhy4FHQYbb<A<}jfE7wZ1E@hjcuMy`_zK95ZwdI?8pV^Eg
z1Cx5okJS2S)ZsCzG{wC_Hm}py%3gNejr1MJaVPG~MkPH8Oj~c$pf{5VjJ)6?)tEV9
zhtQ&R(zqjMM8pA53!xbITg{9_P8)Plas7^COj4x_-%W=C?yD>TLhK$+hYnfXS=5?6
znhyIOO^@!R&5xZ+-%36(eJhi&rMuB#nK0kPoY~>}-16f<OI=sZuvzHS|D<rdi%7TT
z1%c9ri#E`XPMW>IJ93nxvFNMDI*TpCiY8n@?P7Q`pZV=#SUWb~;S^__7}sPWw5z@{
zyDx&NfvPEz8V%b9q0DSqJ~Y<*dk_7x?^(yeGO?<LaU5p_y>&rmH*48NhFNlmxs3c!
z>}vV)KJx@*AeK@Ahie_yfW4KuBttRiQqiZN`54;yQFT>#zrnwe;btsr2(obuMU4(3
zua;i#mdczeRr(;So1A8RgAV!o=9R+9#V!w4ggYI7*Rx=>pmMPJ;EZziQ+M&aE}hpQ
zeF@xR^iZ)D{L*f^itd3sR@T#}3;V5Xo3WUBOfZU5nC3i&|2C_5c8GR|eAMwsGD^jo
zHX6pvBUwgHpTndzZY-;<$ka+|%P>7u2CwEVJ6Dsa(D7}Ps5l=~{4e)-lV!`7A6IbY
zV{bUj%Bz=Ww0`Jkc5c?HhXI^R>qnnRV-pqIwkefA`n*e!x^55bV;HLyB*RDk+tz+Q
z%v`R^Zti7HuFZosGm&64um=2IhhzrQj3@5So6PA?Tgo;O&4OJMi#n!{Msph|E@(Qw
z3ynH({Bh>-9jU%jG*z<fxI(sCAPhB8qq=(Pm}eK!LpS@7UZ3Q39vB_SxN*<-1Ns_^
z7pYM6RZ8M_zBO(eB-$gRK|)oH9DJOg55$#g(|<&bgfY~4L!F%8Sm+MoxA-d2jBO~W
z0JR<MDvB-)S9^trb#nN%4rC23-4^e8|09vbDKnzoe%^EbM?My(wEim}*z>h1(D1Ti
zH!_%M?SJoV+H03TERj>sPg7n#X5VYLU8oI5H)a+i26yS|H>wOF(Syrdr_p`bM_q#*
z_i(qX26&Pn?g>={<VlLcH+PnrW+{o)@aq{CM*{Mt|1eMVBxQ3P(&Uf9y;(|D{TUAN
zcLojn=;O$Uk=y6yZUc`GLQ>@c6QP%)(CgExuDZ_^40XSO#E2n%9S*g4$j)`pp5ZS(
zSGifO_6;j0vxlvNzj^OChF5rxWAGXs!71Q!81*bom?CjE;X;Ar3D2ly&81NED<Ws9
z>X@d26Wt=w3N-*nwd;a{Hl8|s(kH1iy#*9O@ibAHN*(PX%o4Fy=+u&KT<*jZ9cC^Y
zri{KzTo)=HeLblm0<e;ZCxNn$nabEnQhbr6qB>qCg__Vg1x;>+6<g+mqCPxzVWdRd
zmK$R^zjV&_S<#9`*_g~L{NC*G&T>&tiE1^zQeuv9ucTQ13VJ@8P!GhhVei%4S@t|a
zol03j@)|8BBA{Hs1#|ZN0vuTci-rHt!5$bivU$z14PShnAgM3+UQ50AkloG_Zb^M^
zw-$sN7vO^9E3wzz?be^;OWbP0`$R!?`ktB~!FCARi5}`_<^ebr`MP|5foptw$>#%N
z0j1Zl$zqJ9XX8}pG@u*I3V&yFe*C%o+NEu-a@^t9m~SuL*4LCQQ{9O6=PN&6oL9tZ
zz+Sl&y9YToG4hVR@>shWRCI&gFXN&w>+4?S(>)XY@5wh<r3~B)%Y5I|RnUCdBGdxx
zP(mRHYRxQ1E`yGaN|R}^s@ugL#To$*>U&2qp6N7w=h&xK?6qgXJo<Bb?`+J=*mO2`
zX)yk#$z+Ud%J;62UTXM!#@|XqI-K-*Lql2d3!(WAV_G%mqxamxuPq5fo~Bi6&>VJp
zYH1m1Ojv}F&L&OFC^#-O73E>IQ0upGP~wdgiM@1EEz+S@vA!v?2~9ZCam#aFUD!Jh
zX9Ok!-NdLP=>yxI4x^ZN;3<1CBYF$qSeV<1C-wCcnC{<$<NGd^97v3Pk6+oH3+y_(
z8Onh@hj{8SYY!^{NDvOr9ym~cl?pkYP@B?D#+*{039cnR=4Ie9%|%P<{`1{wX4P)d
zd;^?a#QBM<uowy9-zpTL;~k*Xc5~L~12Q*G1e86rM0~VJTQ#xe*`a=VU0Tc+iJ>}L
z$XKRE6|(QXSbIKyG^f5^SEjRb)`IBrRKYT8fo(cg!TO@ih{m1KN+R}FVlkXI9+>{a
zaSNY8%)u|51gIw98yB~xGpah9Q{~Y>7vJn;;s|41F$Mo4>^Bld6BKao$Jbk>u6^^y
z+Z+DNru*O69=L{1Q>aT1ob}bo2K%2yd>^?K%C$a=0yl=)3#g!Sk?;MI@25n))YA8@
z`~K{C|JznL+S9S*L#-KAcG2mtNI&<)mNC^MA2!Y>GrV<YO>1+n+(>v0!+a{=>CvK~
zc{Lxb#2yxZa(DJGR$mw3Yc~PnrZmqd-U|U@(yNWHNTud+Ed5$k|DQXa&sF1>-iuMC
zK>`q+&n6t~)%eCm)8e5=puwVM;0-*NKi6Gj0E6)K4+S#n&FmrFL%&}UEy|HKJ{dNc
zl;g#=#k)<pggBA65?!}yO?f7nCOrRrw5D}~4(aQ6k2f{4CLNdF(Y(3V!Whet9<?|J
ziTDMw>hL*l(Fb)Rs)6DAK?qY>c+br$(WPH8&{m_5WlNRPV`;Dy>46LvvrwmgVag7}
zt5RQrRh4%-XZ*VKjQ=W6<JALdV<PrcFrJ)?e>vqHb|b$PUD}o2oA^>sBl<?Xtr(J)
zaK;RyGV@_clp3nB+##236u!+Z%1zCZY`n0`-VG58P&+h>8Oz>}v_iIxlR)V941_iY
zGT-^9cGrod2|afE1%09cPg1$0XRTv>=d{iqO+@-Ie5jZe>U`WqVMW;vIV?(jX*j!I
zPE~oJ61{O7uL4eoEP78)TSI*zRX!~+<|oO`w04tg$xzSF$U_qA-QSY_n3nC1RAhUX
zIi-I7*SqY0q+O9iU{nTXs{vrdij7Qc`1e*QHhm!1{U`X9IUdrMHn|oRpv@zFqWSJ@
zw5a=0qZ|(_nMg;qdQjC88wxFQ)SvjM6pN(ZoI$uxls>-@BuC`0AhfjGA^<=!3sG<s
z{Wi`O(0{QvHaUFOsI!0AA<Btds>rYA2_%Ja_r&1Jv_e}kro-!sE_)aowq504a;vVY
zLH4Q~$;x$!a@@(S&l<><r|BLS2p=+Di=*^ux@qWl&u{tv_<GNPCe|og6hy^_96`kb
zL<K=aL8U1Iu_GWxK?JEPDqWN!ov|Te0cj#NC|xPiq!Xox)JX3{dM5-(A!W|n;hgjC
zz3<-p{t#voLNfDxyR5zT+Bg59EU%J5+M{^JrL;H76a)2Hn<sPf)K*eH&s|bqSJw@5
zTjTIPWlx{aj!|=NaB~1zeypL)2&SkG|HN3g<Y84SE5KQ*;Y*6z0LFl{+>%THyY57|
z`m4}5&UBf=B#w`F)9jcf8p4XiyC1$>MZe8OSdPDSG|Bt=>Re!XONODYu?0VMv2U4q
zEyirx4#f8q7~?fE_7R&GliZDB9NQDXc}!mY;RAaGR9PY^f`jrkS#QJzTfN=>WIZ>R
z=qO#kt)X#kQgV+6`5}Ar{C9l0JA*Y5XHm<Inn>voH7#h=^ZGH<?Y-U9Gm{cY<>6n9
z`fg0UE3eIv|Ktwy{dlOu;vernmgo!P6(#08mMNLbNaqRq_L_G$dsa7o!;cak$56Mq
zsmEF4T;blYLAzH}W!F)XV7jYeK96CPEzcw>!uZR5vHCspQiQxi@_E*DS}VC`-Sk&C
z&!uDO-;9c;IgVowhbZE8BG@}nyO(8HezMupJyE`<d5g05Vt;pyD_mZ3X>Xt5RFSWt
z=0-seUtdtk8qU>Pw1t$raG8(xjUkcbuG-T&B=}tMrM=>dh}yOpd*M4Wgxyl-P(l0%
zLT@QQ8<2DS&#*g~MUOa|PGsrj5K_wUh&PrNhAW?dRX_dbK~qaM)z#HdJ$JBkhC`_w
z>Vzy;(03cd->8)|XKP`}+8=?gfgFXxZ2rqP)O#J|(bi{gxu~6HY1($sl_$}ZA91@0
zZaP6sv|JZoGQDsbP@axpz9sZ$Wo4Z3d^^F<d;iDDVrl<Fp`6`XEe;7!cVPdlXCt#5
zCi%rqW#`Kof!gB`Y27c|<*w+2`>WYsnM=^vQYjJM4nlfaEZ6o;#}vY^TQzb$rkT#B
zH~sqR)N7Dgh38aCh!}*C3^KNh3HE?kU&eJY{yZRN*=ur^09KqBx!^te%Uf%;?C5d;
zWKyXkr<-gMd+>DieONj(p=;0hA*n=ew+f)pW#T{hPux<Hh7aQZ;=GsM5D*PIj#ciV
zB|lfKwmNi7(cs3%e|QG(-CgWI=iU~BIB_(5_5IJePQBcZU$p=9t_xpO4(9`vHPHQ9
zaOqKzlLDBkhz>#Y^&`}RQo|N9jMeiCEHo&ZioymcW?a!+(@}qtNP}EvUUf7(yG0jh
zi{~HzTaAtztgXA-m|VlDGp`#Y)>-yVKmwNgnSRy0SwT>5eo5rL+b)Nt_0B281@)vJ
zO|@f4dC-C$t(Gqvs+aOzDnP62?K30J*Y#HRR03?H^CMIP(o*^?_8~}x%U&GXFDxsA
z+2Ia2q~DOPqG`XkB%>)Lh5fa~+rbiotC4m{UUy`sjybRJ=^D9wx?1!oCyroC@<Xig
z<_z7>Q^j0NZ?EG9Mb8E-866(Sv8=-<TZnS7L>G?Vjrd7|Ant53`*ui=$6>2t_xsH>
zHDPpi7@><pZM&raXm^r1qh*Aw(xrOAH;%dV2v?HMv9t?Zv4P{CZw?xt+~IqW(tsXr
z&-2>RJQld|#CX(2kSl%a7&IOVYLZ!eFSGTlYM2Y^rXg>RETE-LJ}kpV@gHU^7@sp>
z%83FT1fWO91;do*sY6Y`8Sk@Z{v^tk*Q~#h=W#i<dlE<#1ke{FT*xh|JZNQO1xu_|
zn>Nw$=!7(1YHm9+ndGTR5y%awn%LW+EKkb15DWCdfFg%<D75>Qgxh_{v)$hS*Wj?M
z>y_$~?Xsu4WKxs2OF-~+7gw}z`PHJ$Hw7d;4+jn8Us`W9==<>NBFpzCxuIF1Z>o4#
zGP?U2dV{Ehxh80@2^2*Vd$9z@$t6r31OH!7t3u}A)<W8hFh(&~Bf#Hp7Vip0w-A_~
zU}z7bsfPKIIDsGV@8#lxKJ(`vl6rO<Kdl0hn`iHo4g>@K$7nyFt2#i3->hCx8t{=s
z)w4fdPjd=x+D*Iu*>-P}Vbp?R`a#3d^Jiik=!604VqwFNYA~%Mt`z}8h=})DsiZG9
zo~l@;c*I7O3``3^B)WwNyN6=*(+(q9&snB%A<tdV0;RustnhD&gT4p7)(~O%*{Ibf
z{7~t3E#clRvW^>P!2_8=vT(GPa*bD|I71Iin^`P1F2T+LxvS>3-R(f=d9}l3lA5ga
zl$O*4?f<hTl!g=Nt?;P?mT#Rt+V%Zj`%)$6qy5VxE%q$9p5DmBR$lg;dsF4z>S`YM
zxFkVl9nbKbul8QODyK-Yb1r(L(^S^z#A*4%7UbGowD|h#zXE;r&MlBQ<~11x4@UX@
zIj<Bq>#2Oh&0URm3g$c|u>#J&8ixUj1iH{`{u9z&t#IO5Oy~@y`R2HwROXM{IH}ib
z0&^?Mx8bW4`rw;NMcj#=y90&^-=|Go5IvM_M6lu56Ho5EaVw|?*DX?Y65WJUU>Brm
zQeRwG!R=OSaR>$B>5$^ZnAKkyS#})zhzCD9j6!>r4(o8N$g--(FGPkVrh7xgs5wM_
zUM^-_qfvCSZ(2kP^-t{aT^K{qz1Ut)y7gdepw^}3`-|F?@#^m3HeU&|#!v28UzX#>
zF6{dSqyP)I2d>fnM;D}JL9EO8`rE;2!I^$R-4{(n)T0*+A|wZ}q|6>X3BBuIl(9`&
zs)1gV5w0LrM^<v!b<exntq8y;?l{-`X*nJ*2gbf#tNf5PZs4SFGMMwFC-8!ZV7}M&
znCB}8rvz04&t!7JsCO%n)H^vXnC*IE6(k%+PJZ?4l|(-RAk}#?*`dKyC#t#?s+B5A
zL3<tI<cCu4=o&A$iwzcPl`a*&Wf#0fIi8ApKZaU4ezIFn+4jg*E`Wl;`H>pB!9+P4
ze?lhppay5|x}*5$s25_<Nlk`u9@<$Rl`2{I$tOpUq@vv^L3EQ~j@?40%%?$%Xu_o9
zqDIz1UouFBzqL^F{P+(NyGo^Bk@tyH*mf&|El-wS;xzjVE$(-gl5J{B3SkO+GqM&&
z>lkC6Elnz!IZf9Vu-?^R$WkT9+&*M?$FeW~wxB2@*Ex16YdOX}z2f)*?jG_s7{-fE
zYaA~Q^s(azpM65_wf@Cw!O})hh~y?PKP=MkbPI@z3MZwr*rZq}>^}8gdpFYOkuhT8
zAuch56aL|_H8`QOS@-8dwTS|Q3GWEX#v!x7aL0#gbZcl&$cp}X?`j1W$jNpapM|P-
z{t=vUPIpJAag4XDQ<M58?#?5{t=@cYtRg5|6e%ZgAaYN!D2MyZsbh#%9x*V8pcVvE
zKO7Rt#Tv}!xhtFe5M3Ai{pGuwT^=^Oq`6DFFnsabm{o@QChSi3fq86|33i4g#?U!O
z*^g&0QUsoh3|MfS-E?6CLdWzwHbiBsyEz|9FUpD6e5a$kOMyKzU!JWdZo&B)O~i4F
ziB~BpY@xF_xkZNX@b&~-?2Fba<{2EG<!BFY@@Z=Mxi<m$?^4)Vl}~y2?u~=kE#L7@
zx(dcDSulh=#pe<}2nuu(ZfEsmRX)^Gr+*I;ZUj+r-Tiyo2utAuUp|CZQc3=Vzt~ba
z*jJ^zLp~U^qDQ?y1$`0b%v)L3AV?R(l8a9~&M3z&PXH_;`W<>OYxEm<BVgaUIP-Wf
zIrH8Uqaj}sK5QVX&_|#x?#qXD1vOBk;EqxKAW$Y-$t1tLdr?t9@M>G;?m5j{Hi~3v
z&OE&Rthg8_1Zyj}W77n(O3iK*+ZXpYk9NpUENjjoK=TOZoVyAQ%SkL3m^A*Ir^;eC
zL#|$TzS^%?%lDaKUfkH$0shF5iaBj5Hi5OaOfBKBk0%i`9QJ6+>|Th2ExeC*(5pp-
zv@E`iQnwjFf$7KX)WVB2i){=O93|)lRY2lO&a1hfWAai)(yUNu=qx#!r%~qrUYOaB
zmFsWvK8#oyC`=Gu{LQoeZ=QROe2mS#L-(J}lYW?Q|9$w7Myp3!pG}%t$8HTx%{Yfe
zM=cE;nE?G>+cLs0zt}ry+=;GXp(&F)yq##)3t9ezytprvXTxot*8?L|9V^wbnr-Gy
z6(BdmLdkdAJL%Z2XABrSo{&}<SIO&vnA6jUI!6q!Sq%PG6(+=VV}nPwybvdKpvj?M
z+J>ly4e5rMQgj0~?N4{bltj~<t62b=Q?}z)?3>uL_@WMFZ}je?gZ4jujn8>&@w4gR
zhD@jLUaD=VjIIiV0T@t+A_QGe`_NY(ZBmXbJLaNAN%m=eb&d#t|NY#73cd}m!_k!t
z4WxIxjud)uf0VoUhQY&9Q8#365qsP34}!D|sEu^0qyco^=3m9E!Y*(KXt8u8ydZk}
z0FWxoXSV>t6us;koooh-i0WcH&a#w0S`1*hUsDdzAn*=pHMBh}HBR&UE9nD&!npRg
zvYzTjbwemStT8^EaPiXAAu5n6%+H%D*iXMb3vq@Uh_gR5h@Wx2@Uh?h?9kzkcb2(r
z8~Z2YNWOw}EaTOJ?Qb{L;j5Ul-F=hHvKYgT5Xp{K@5y~`=_g`bFGOz&#l3v<ap<#w
zdZ~TYaKn{|i<Zp_#?G65Me8Pf*i@8`?Mma5bCC6cUX&zFf~Qn1z=p2Me0Atv@9hi+
zin5^ekbEUc&^?qDVyC=?sEB|DUK#d};Q7Z4!y3~3CF~Q=<`9Hu3YD5aKSm7MD2t!9
zlV?$!S-`q89-LYToe6r!)@2>3XPrEqG2uymHCw8gF?}^&SG#3ENAJDG_h`(V7Qu@E
z(AbX)`?8Ld1uP!=UArmghcvUwC+NzJ%Z^k%r0A5m6(Se|qBynJN{)|Nby?Ip$OpqK
zvfTIru0TUs&2jN3$x|h2gt#*1aX;s$E=>zugw~K%N1GVh7O2&#TEB9Q6D}8@FjGkM
z*BdBNt6Q=e+V&<^S<4~);@i<*fAf@TyG%>|a%l?b1>`U}e4@1~@%Ciwnr~&T^zhzI
z+Iw4-_jYWV{=6gX_GIp9`9DBJGyeRtru)5+H3>Do{`nJ7*a$s=Hw&*eh-~=cSMl1f
z;!EV3ioiP}5`E#(A@X5w$r9SNwfr)d9khg!llL2KQ;=IpZn#5gY`H^fVC|2#SIO@B
ztcgv73$8q%#U?HV!TR+rx7-<EsBW($<!;v45D{T0;wZH&hI+^@nAUl>prt{dD=Nc+
z!FUb7e|PfW6x504amY&{_hH)o`GHs;m&K`a!6JNRt49w1Ez#p%j_h!*BJAU9ymY1i
zy}gfHYP>fU9GNZ$JpOyc_m8oEA@;;>Cc-~3;H@>Ekqou(DFsKuQ%FPKT_S@#ycp!8
z{>#{+Q<x8)RVR08^9;`E1zFu*zU(`lFRLh;Y(h(Xv%HBuYqDoVf~DJsb#lWo#IWi7
zdk}kW-{fKV^P#KM$0LFaEhR~?wen!iGkmf&ej#j0I%$y%h3#PI-kW&|<He=HN8#Zc
z1ZaK}yrX~$`DmgyYTyOlS7*7R>{U^Kme#|}xN!l^4!|orlp+bEOrTDAfSEpgfcf2s
zRr$jlK%eJ^6*N!2lJbxH)aW5v@SOCr3dB;F`3;;PiTZ@+6<!w8k4o@jZ_+8!UHF`i
zY)<sU;kN=KoWA*<ffUxn0;Gx)58KAW4D99e(1O#?(&uZgQrw0W(cOfgALjhox|T!d
zr@Y_er-d)!$dGDO0q1yJ|EcD+5y-jyyahNx$itzmZML{9_XR4wZ%Q9sgf)0u5QT4l
zD(g%XOloWzvWrUn-k2+A^Ck1>QTyaYL+xaNumRg{{R_JA(67I56k;#SOLB%@QQi6q
zW3pw906>k&Le!NK7I#}dPfPQFGk=fd=g|XJK<6SQgz+^&TVx&XhzF6wggG@xk7PpF
z2|pH&wH{t6<nu|jKJ3Kn^-g$rDLgvgD8APT!+gPdapyyZh9x&)swT^6nkaL>=W+KB
zwJ~P7#N??S-vn#2z=*I!r6jV@I8AJ@ocZjOHEnrA9oI$ZA{gfo3MqAy&l5!`H*Dqa
zYm6K_9_p^mZhbS6`cr5T`A99&;f_cmLvv*JzbNaL;wx))Ye@0AGN9V0GOHgDk^AW7
z1^mIHG0a~Yk|6u{Y-R?3zjIud#&p8sXyeEq97m8L+gVrW`OS9j+cabO%j|+$%>7$4
z7LZ3)Gf~24yQpW=1N+KYm*Xe16&57dbAIVFga~H!3sdgr>;25h7FZSEl<$_#>n#BS
z<$nzkU7CH!h0sp({rx8EIAGPwqfLn$pO$Aa*|-q)t>OAvool)C<Nk*nl`Mp8Lw(*?
zYPH^494o=If@>^JMBS5LkD0FjMSrkk^=KBA5J~r+>1K(a{uAAZ9WtyYXHR3c3e#!3
z>=8mM`xsz%2+=MJWXOdXSb|0Lu!79(Q2?`OM&7%C_}ai(m-}^qR0<HVxov4+rk5Ch
zSM$EWG`XuPO-2j07sPdWF3h(%^X~5c4yIx?L?@1)j0i;9wG6q_W=rn0<%j)!iO3?c
zY572*=s*%^j;dy{pXaF`TtrAL-)OJ|%w1O>99P$&IWi8Xd-z{vX#F_}g?5BE|1(+|
z{r&0BLpOYO&`c`=BwWqM*jbWhpdg3uu2sWY3-%GxOcj3dj2aZ}9=E~<a&hL}=Uau%
zmFN6r0q^{0HS}(aemBB(;b}HFJi1l-Nj5qVJ%-FcFx6&5$m#t4R;*x>u%=wR7j~h#
z#C$dQY_^ZA&XdVqj+L18)_}omm>&y(9L0Q>K_Z5^>gog4bIt6qZn6G4O~{jm5xLh-
z%$B@xgnf>otc9x&j#3W`Unb<1wmPQYDr%Yg=w%YEB|K92q}4Koy;=1$uB-m^0k3nu
zG6U|0R~ZTvl`8yZ$3%~er2xWjxe<^#EIWaE-5`)jup4I+Iww80A1&kprZr=2*D%x(
zAA`X!4C+RsPnRbx9M1M9Q2jgEGv49WEY&ECBHM=2l;8o8?gqMcyA&811(pHzM1}+_
zLgZpJm=~a}<R&xcKSrDtF&lQsVsCWg2qsis_ibq7L?FLWX%8Tz@t5H^s|p&@2&vfV
zS&2()NYp8x<}|zASdTHo+CN{9rTL>J1cl}*gAp~d5k>VZm@e#WlIK*Erb4PmKl!B<
zLd8gP6hrd0b`<+#l}19LakiwETS9WZbos6dWNwOg#=u}S>u;+AQ63tXIDi3QdU@Rn
zay`ODsZ;;gpIoFm@KoXcMyr|nB1<3{cpWL)XWCY5UGiRNEXSo{^p~U9?uI~3E$%1}
zqoZkJ=lx&1$~sb6TslxPbOEu_W8YqD8rG($za5`rLpD5&dVoo+k==Rq(v{Rl?|U+T
zE>FKVy3>?;O|@PCz_W#^-`7<KuM}BvDHssp7^;4}GKNZ_zk8t4WQP6DM8oeC2S%sb
ziC<1j;*x<JMlO;^u=BcT)=gN5Al2p<R9TQqUi9_75dKg!oz?q&KzW{2g>0~nQ<%?Z
zyA5F4KMD7m?ydd#z@TPc_4t9wcC(AetG#E9aT^V)V?Wr&)c9Pny)Y33`bIGA>!~A6
zrf*YG-c>e6{p6D%=cH28;uG6!OgEiKKQPL-d8{I5WK{kGJC~Dhfy$<W$Bx_n*VWnv
z(VEeL>`_iRjyCn{2wCHz9C)|ekB^@SDKR)1V-myR;A2@;&=?#3`99x>Y?rOxnSpbl
zC>=i4Ty-)gHyId75E9J7foN#*qwStG9K|f{*hfyqR#&aK?Mq8Co%iG-)0Bukh7C_Z
z0|Q*rukhbr6wf9b`kMq}EZHIZt+NmBD84uPt$@1#ig&y}oBZ~dE179y_OL2f<WiTv
zIXBX2$$nGwuI-=SbE?0N$VovHn*$YO5jF;7AqAQpAG}uKX2~?jSURWo0*}#)Lud&~
z_x~!vmFUN39HFfaNO!!U;i-{V*|nt{AliGBOXX)`xBzWv^^uWdV;$JZq=(n4a;;l0
zsB<MibU{xpz)krYbgP*MV#=wb22~|uw!ve}fzm~fkc-sC<9#{=>WJqDTc~R~7KSgQ
z`@CB<{6oWjUtXG?<h}1(2H~PiergMSIK>~r5BJGL+w~Z9%_*>Da;gnhGjIRTam`lV
z5%WDQdtz*NxwfaPDC;LA{CE)E;)47M!47M0#EM~U@LgUvn#bGJEa!2TqxC?1g2}?K
z|B2ph^yhdYL~Cpp3uwJOzJ{dan!-Tc$$c6%fpE*N1K%V5S#*&$PmOOIFJ6g9A0D`q
zK2&C}gS?v<jKf>Ag>fe9r)SC!>?W-t$Co{#^8B$@DU!^5BI|t`0VogMW|59H9FGsf
zzQS|<x>2Rb92UmJ75ofOY48@87&v58uF$Er^NS|`vjji(jr222p8`DnFdf1j4{Tpb
z6tVYgIAXFE)35&Q2P&91?-M&*>q18*+boD}`DrKzkQ~akp$pO`_eMIEI(O_;zT2qe
zxZ$2d<f5+GgXBBix?`D1!Y3iDXg?*V?-e!h^R7yi_Mz4Hsd*w&L-`e3L#!75ydB8>
za+N>#UZScReqq1|PbJdB>(!u51ooVDT7<A}HYA3CFb>Dvk_NFL<!iMXH7N-3({;o|
z{@vS|84J`5A@^fUHpAM`L+S-4xzs;*%U19!e@%W^Jgc6|hN4if_R_6am#SMOGGD*j
zYPu?M)niG`UZbv06{g_cUh{qwXtcV@8<D|AAxzIcugEV>YtcRQFopP#Fp^d+3u#*B
z@QYyVCG2h4=PhiXFV+tUb7RfE@W(!43Kr3n43R@ycTGSg9-|rD)Pi(6Q;!jpHDdnj
z;NUwrbF+|^q#Bc&6=3wsxBW;=Qnp--CtltAJfm{$EBY>ezg;rawq>bu32$W#+mtke
z@WY38D$kV~oV=E6+svjf_AX8~<4;Ce1xMwe-xf4<+OpW+3d_ohJu=697I7!Z9wZib
zI{kyG=Uer1G%E}~Piv3AbT9bX44N~GcU<)|c5N67i=WCJQz@a;R3ke~yww?Z6Ew1i
zyb=ch@{JI9j;T>^1JC$V5H{tX^<~q;xoSf)lN^T;AB~NN!oo>Z20jgwn>F)e(BkQK
zJ==1GMz3nTAQlzzTH4=o20~~PsFJ)_CNKbQ!qA2P95o`?`snV`_{AKm)CD6|BxCzX
z^}XsjzrAod!+53s9i$r#gLJ#er?$+{<JZx=e)HxIJeGiCn0m;g{LdkGxQjhKo{u|A
z9iD|lUh_Ngo9O<?hj1tJi8D#f%Rm!xV5@{IRvKfg%XSGeV%*PiMD(D!f3!S80YWX-
zEi4foF7t}qelt~@$Rzz*I9g~3*_^p%y{|Y$y~q8mk=KoWIiX&wNDModWRcibm0BkF
zF6n%$8rBGRa^;<3*1b#ebXT>wasIMqj<>+#AvKeSpO-h&=8Y}~L6l1LZ4A$}1w!w>
z)Z9L$AmLgkme9GZ4}K?eGjd-?Eol0{W$`e3n0)r0S6`>8O{6mHh~|I7?eHT-x^uSe
z3L3Y$zVyf#x9lt45O*8cc2{RAKWMbi8p4Cxl==q<y~|Q*w;H$z=RZfE;Xw$TY0y2<
z>gQ2V{2e<a*&deWe{`h=+<a`vv_mdh=~7{Y(z9g6rciCleyacbIICDkh;t;<lVC1;
z8;B<KSp3bC8hW>eJs(Q$aJ6)?Pj=bf6F~$^5Lg<O7k#fz6N0yVSJ+63B!8wGU7R)z
zM7MKU7B3Ez>mpe%-?+4(WoywYyjW)WR`yxP)zh5|g8mxP(RQ$VTxL&ylXSz*NN^xw
zdW@Yn46f?F_C>4hDLrEN8y=9=)xC#n4tipzo#_Z)2SLR#*w*J@c#TVKnn~Xp&_-PK
z_&}eLai8D-1SZ}OPl?Wszi35`a1c!%;G+;|<9;(5`=_?&K-oYHGPPkm$B)O?fZ+$v
zOS6{t-#kGl1di2RgtajA?b2pn+nGz_GR4<xp9Fc_5+ib4z_Er4!d!JRx%)GiJFEfh
z@}ybVL-U5=7&&NA$*RSWWqVTI=*G-Nwwc(1h|I^!pMqZ}H$Ck&;`+JH4HIK7jhaPI
zDZU65NP@+KX5bvX%K8h47;*x<cW_(sC%fA^4qho_S%ZMljl2JvCM~t(1@4!!oYB3w
z;x`{u$J6##fh0`E_QRrRLtzx1J1Z=nb~orB2O0kA^vu~62l>q?QM^jnC}fmfcyQab
zm!m4edJDG~*mXThzn#KKu%7RSQP%nCMlNzcsN{5l0ZgpzfPrk<BWW)$Ohx*8fa^8)
z(Vl|oiZ!HZWE$F&&1^rfn@Q5`8=slG)0Q<1pV-DiIxx$P;~`!q=@u|hYWcMg8aJqT
zbUp4SaR?je`4QLu!z$4P7LX4)F_n+@f1Rl@mjC7G5g|dsY0dQ>R^VOR(S;}Yy=+%b
zu&*%N-mcNmv?aM&%^EDW#09_68fR&a8;+~T%?I1LH~!fIW{5naLLm(%7DV)1_Xi-c
z!0!({mB*HgyVIP)Q30oKik}w%Zp@a3XgSFz!!CtSXu7KdMoZzd=}Lf>84;vZfl$Ep
zoMtS8C+5&_3{$Q?Vb>Wjh<V7Z>ErTj2TDkXJG~F7C~h<FMI(#NyGo!MsX9~di=A$$
z**!1bIkdapOe|B$q@dez6})jKe#USvFQsuKo}VHb7i8sQ<-sAOL82l2IwJxW<t1VA
zr>jqssFB@J2lub=x#jFkpa+ARkLSWizIzQG$(e;!wcPys+t!9&g|VpO!An0c5y2Lm
zin|@%Xq?J_RO}?L*mk}%6%{%^QLH=~*{Lj7u<v)r!SNdoHz&%CFTATU7p2@EH<g(%
z(pd*PRMT^m*>}S>^48&a-15yZpW9M(k(M&tdQZ{v%aIKyp1qT)KE8c2xN(!)QLWW*
z-Vp{RJ$aq%!D-OAlmqdNMoqVcnRA2e@=<2<0||FzJk}a!x9eq}KL2>j)WJQn1Lm6L
z$HxKt%H`Za7MfmJZ;VpMhsyVm;9MM*ZFb%jC34(kt?`z=wVo;6AbxjU#XD&>cJ`|{
zORbLKd&HkDjaW1achshkxp~iwf$tfg5C2IqtX-S%P;^V5DQ@5SRZ?^}pO*m~`e#3^
zjqGaDz9OhDW8WC6))qB;i#aQ0zNPPPA3iBnJU(}tTV8M^m-&q8R0d~YY;Lg2Ip&0U
zks<H<R<XrGqZS<lnoX+jlWdZVmyvxJKp&cLCShHT<><i*Ju4!rOkqE$mVo@XB-8%7
zMCduU!6Pv}xz%ieKlqoVyoguwideo{n&8H6-CQGzU!TU^Z;@!lN=AJXKd&BOAs98*
zc!AW3lbD?Mxc!<yUB+kO`8C!vFn@@C!}D2BKqG0uZ83`~Td*ka>H#eXWxap%?1tb1
z@^PW^&ENJJB>Egaa8SFZ+{h+hylyOCEby6CC@T*Va!6Tal71a@S+3n8vk6?_>VG}t
zzaDWlw3mth>l{aZuU?r$Z_V|f|2@w=1BcuC53Gu*HNMIjSu?Y|+0ncu-PL4cql!Vk
zPNN)6B)=#xbk6kDWOggcNIx(Tvm}=3t2K>maxCBCE>Rt~rQNNphP_|Er<+v!H;+8i
zRQanq*w&F&xPK1fgfq1d<&V54bfB?85kIe7YyR_S`+CGxa<S=shjpA!18@Wtvs&l#
z$}@z=52{}dt?XGacTdpCZ%OcS5K}?P2oVdJuv&Oyq%8ETw7gc=vx}k}Xf074fihrb
zq5j^S=)TTtGAk~!U0<QdY%Ie-Q3RkU<7C}`5=`)zkYJ{cD6IHO(I*WU8yvYKuHnS9
zSs4y<#WU)&mb{LPNiMFq%kk^pPgb1f3BC`(a<=;~wTwQG;-;C;i_*mujqg?!rJE^S
ztA~nV-3KYt7m$HAhAQnX>T3QKVjrwA5?*_t&sGx#B}xa5*XOq-c0Xi`K(AWST`dIz
zh04EqtarwZo6Prvy|3TMkFe$tw4$u^RZy-!b<BCls>yrY!5;6hFo5kZR#ijD9gM;Y
zPHjJ*T65+&A?W@_iu50ne`dbj&mxNWTY^?w=Ki1b5KJL?Zobr!df4LS!_9(IAN;p{
zgNmI7X`_aV&-u9B+s1MI0qq*k!~Pj^$Q?q#=mZpXO|!JFeueMRAXJ^Y6_1PNEct+a
zeK!({GC-ix#{u=gk}{(Bo)!57jqShP|9Eea4xS0GP@B$Ii1|8coV>;-j+%t^j;*6B
zKWreBY8%KHdBX^{*n<}>8uERB`1#6J^isc~p}$^SH@hSc+$X@=`ac!lm?=2@;}Rz>
zl$?lFi1+8ZqvBz+55@PYxG;2Ew%mp5htwOB#+i&Q&{33R8~x5Gi*_74>bID}Q3$1n
zC(VfdpgCx1jLZ|*g7rzWyEfmh(D;mBfD4QX%+tT)b*w@c7!yQ6wy$cpu79rFS<WX2
z-!JN;{MVBk<gCxU#FxgoMWaRNT)y5d=c`KB{L~7SC0(7q+&;06WE9GxzOGUfg@MD6
z^nP;fwvCKX1{b0WYX2`_pgUa^PG=g2_rGlifi`Y-=|MfZsa^kqsu~?u{iW%uDoYcf
z35#W?Smyn9_+|>N#~!*~*ImyW%?g(}i>(QYdyMr${zRf{qbu>e`Pl9KJ<Eo1@*QJk
zel?VyiU3=XFh2pa9<T6E^#9*d$;*Q(No!)tMxm0&oIEAU?(q7Xr(-|Qt-eW<UT<Xj
z0AB?v?Mo!B*N|Nf0ZlOHPj;R!8u2~)l_Ta5TRC2t!NawR7krBDMSjSai`!=G@2teX
z?4iFHK{pCK+Ch!BU@b3P#xpoP-u}aa48W5>w26ESw;8FB9qNVFfo|2TF3@f1GTVnt
zK=*3r5Ux9j_GUgfm<kdZamp|Hv7=?lVRSGG$X?PZam?o~TVu7H)9E$^??u+rhY7iH
z{6Q#7o2P<xH;c_NK}Zu5ym%WhYxq=zyl{n=7L8kG`lF!U#-lL%h_FZ%;cx<9PXF~(
zqlDw1Kb@g6Tpjy1BP%wA5plYGNj8$Em7`9}xs1nhT%LkcwyFoOT=!WcuQM6_@!NGH
z2)^biY3ge9XbCs4RQEYX0$#W`$+r!!ps_9Cb@ccv5~q&(pzc>~iTID?0gs*w@J2_q
z$70qrXezd69PmFHq1fIQ91yptWt_Oi2W>Bsbm8$~8m_81TQ(eo8mo)&wFvE)eg99t
z|4zd#4PL9m->CoD@aZX#Ms!0Er^kDu7CJCg`gOP>W>SHwB~HQF7A(sPEPSsrh9NA5
zQ}E(f50o1l+Zf#&FdVE_fRH=e&TLnU&n)E8lMch=^VaEe9j=Yjt0hxDguM!nJu2l}
zRazK40*q7GUBAN0B983B+jnz)gQ3xF8{;e$YW6j10NEn<ed0XZj$wlB3u0Y?P2%%o
zpJ6TKd0FOmtw+em$-7RYc<Pw%tl>~i-%5weYRN!94`y54Z)3jX$R_vDsvZ@;r6Q`C
z6ZLTVCyY<;?q2?NuiHNi&vkTpZhI)#Y#b9#xmq#jtwa$Xx}Gsyl=vik#`{nZEA}K9
zaF#Q-wDAzzo7LvzD`vD?`~D)D2ZiPzNJQnm8zEVrAWK!#H|cbk5su)D`kdD)*0KEg
z(L-SjC+>abY2$ryo#K(|;bCno2#CaPQv9r-@F#1AGi=eL%_LR(N<@Ly9ce8eJL0!M
zL^&jkw`*AM5TZ^NG&PWLL<O~OZ7yvAWA>ze7yMI`W&Brk)4Ynm+Rpe1blZHOzf}Um
zQ3oeQ)cuN++YOho8zybR%%jfQxWTFIyBv7zxfe9`(3S(MbRnJmHy7pRp4{y6U-!D=
zTmMt~=4PLuNz=BHh8nuWZ<vEFZ^e@>pj$c4`8sz8?QC9Z8(<xdZNbu~m&`XN)oug~
z(Rw-NZ=Qh&>WHuFfJNEJb=nc+7Z&ggMNd|b9%pcIx<8=B{iw2gAf#7?K`<EC(0sp{
zP~^0*X=lh}e^jznS)<#5oz7c<0dobWN%wW0f1~Z_eExAJT`B4D>!#3_*F24AdrB_9
z-XNhT>Z7xWtbeTDWNO4rC6a$<?2~wd3QJEP)GwT_*IBDa?$aPH+guyGz11E&E2O7v
zER@t}b@R}EBFn{SV}R1V-`j<3>n?5#a5lXknRD;C!gaaG&-b3IC^a6mywvu>b~s$&
zT9YT}V;cr2`J5djzc$}tPyb}iBvQI?*&3SAnmtf<Xw8Y6!>$}h4q_}V8+SC_Ix50H
z-wUFSXSHpIl9z`8Y4~AwG^ASR?AlD<cvvkO$$w>4^$Gz(`J(P-oZspI_BX>(QOn)e
zEIKdZ4MIyQnTuHMU&pgT2*qA1Z6T?rSNJnEtT5jB&e;?5Kap4X_3W#I9902yPYy7}
z<HEtB%Y7t4dsS-#lmvMY6=wPXG{j<w5LX@iJ~&r$W$j5eUJZ<?F>jjH=LB?U8oZ<D
z^}6ePmR4mhES;FfEya38ug|M!|Nfn#6s3#isPa@6{YFNU5@u5Ui>)lN_r6%6eXgCG
z4EGp?h}}NNVzrd)eTxzjZ~w73v9kt#z({7HWefO<oyVirgU2c`(fsR;I;dxW8_cPK
z#O^t_QwN{1??2TNoBvcxf^464`*Vd%ysn8i1aVt{0&WY*cK?&x<+z85HxU2nbc~^-
z!Sb44`*r5u6SZo3_v)VDY0)J_>ch^}l$f8tKbd}OMFNqyBB|xTLjCODX9ey(5ql9J
zST7k~Z`3We$}N4Ps-OUadrJrK@kZ<rGmRQN>eI>?c#KWMKP%szHy=?!;Bj}VSo5N#
zM*FE^5DPC2@q4@=?!R5}|DE%*_io?OQ?z6EUOauX{E>8Or}K^9YrQ*Mc)5*4aAX}l
zv8Nubirc=pXBj4HyYQNiRWR=?jJt6gldxp$k}A&-RsIFKxdS_*@COk9-bE)GV1orZ
z4R2%Pyvm>?NfKy_-kYGP(OS975h$ba>t@T>cuVFw&<OnA{G0Gg#DC9k4j~S9K2KL8
zd}UxNAN6XC2Y)gG9~r-2b;G>!Q&p`ztvP#n#kPU>ixu-8ThQ49mBjb=l&&&5DJi;W
zW1F{1GI;$Uqx%HP@-&StF=kcKc3rJscm(<=m<Me^*GRizNnoubBm5`6&rQ4T;pW>~
znRdokH(MSixmv&5(vikvAaoH_oq@DnWYotu=M8x7@<idT2vlu8Gb)=?Vsx(1g+z02
z(GoAekckPSZI%P@LODoqZfRD0VH}ORO!<yysap!VY`#A}tPBMs%4CAgSGXdYA=;nb
zoG3r&-r`u~W+ljZkPDW>Dt?m}QQZCKBHfu0xQKRPA?1v}!mr}&;p#qcx4pfAL>;h^
zjNf3h>3(yK=(+_gYg=jiuQ-2?c!tB_xRbNmt67@!CII6ZnwM|n`J4qc*Ws9%N4rDH
z?w|djva~R1zdFF<5q_o4zQ*WlRK^059*p5E#UC>DH-R*89w8MQN@goHzGbpQmsK!J
zt#lXD4fDN@$T5U!W9C~E7E)Oz%8oZ&{1TVA+<Da9=ccDcMepPid562D(No>vNqR>C
zT!Fbu;eT#_C78cSD^JV%-YKA=h5tS4yUzF3%6u<zn_=?HVv)x)?@h)RsWM@l2;38b
z57xYE*^pBn-u?cr!O_qh7R00;-GR5L$4Sh|5pQ|uhTUNor`U$%v(LKHvBLvD1*yu=
zV8Q}no9P>u^)=;FtTQ|b1Rvbf>U%lW_0V9Z_PR>r;L|1<iMK6fMHj9qS*`jsM%BPE
zUQ_g1wVw`okjqEi88HJ}m!Rd}lVN}CB8~JIpR+c5csdq4q%zBw*ys@N9Xd%6%>0|@
z5gqA^Hb94v)+|6G;ZnISCtF2p>u_5GS_LA0?t+aR$t*~oy!z>9z%EJamjR+Sqlwn|
zhY~@o@INg$p*iB!Yu6r~)H%7Xl^%3m>mvlCU`P#53GKVKT?<^+|J+Bkj+Vr;`(H$L
z1xw|Er&s=SY%qk5*Q^D`%YfG+ak4Y5n%SBjnWv@dUz=?a0`!BZFaujIL3XKJ7!U3;
zi;Pi<W^u_NO~-F_!GbEX@OYX;)Q2g;o`e$N)cKm)^xj&ouKmQe&KsuVuTR!y+Pzn7
zRlZaoHHsyeZCI;Ttx^<{e|7Wia;OWoeAhhx_}~mLpbC<1UBTQ6;-!f%`oXJGoSk~l
z#lp(|3H!Q9b>ZNc+%Ci-I48mRmSWmo)_WOKM+F$H`A1B=A)98GH3#}pH`Gktc^zRL
z?qn~1yxrw>th8e@6x3%BN?kh~Du|D32QgGu27t^Yy>)J7vIE`t#I5gq^9fpjX-=dI
z@@G^JtqwC<FJ$}T@z)5Y*Qcx{+hUKrmOHC-8=7Tc*tS#C2T<57%DmC4bZMRdrRc=z
zo-qhxy_>?PDxxx02^W!iEr^tj6(U<m*w|sg4QJ6@231`icA`55u+gkz(aemqE}6c5
z==U@<ayS4>*tBiAbJv-65o(KcSt!;GJe!W7C&OcsuMamMcKyhTP0eyeKOuB$zF*V>
zceL(wqq)9IA&;?q5Zenr1|jh;r5>0d_6f@ohF~>a4mGt|u!%|`MPX==QFW%U1+Y)k
z1)ErzZM<()`nIa`d^9S0^3m!u@fJA63;-cw!V_&x8xx@8FGIeQE|`NGeu^WQJ#af_
z9a@_iauMKnh<T>m4pupCW<npp?U;_gbkXdCMZ1KbM5y>@U^r&7igyo0lH-Yj%z%NY
zs;{&=$juH2&)!E*-wn7m16lo$6Mms0kJ&2G?cd|N6>8tcP{Hf=?^TjtUdr$-hD8P4
zV0Z8~ZQQ~Qg{krHnVa~YEYO+|`Z#n06iN?KZ<MoU((k^s2dytfO@z8wrkQVlvF%&)
zEcc(eI4j$yTT7mlmAASzQ2jP;iG0gTM`W+Iwe^f*Vz(WJ<!GA!HaPX=T(9tW@boHT
zCe|v5e|bQv<<A0rYS)|JXCOKN#U140^$tqU4}m=F)R6A$D{DUU{8zByV$T2buG-+d
zpU0~B$_=wY7?~`<W9a2L2MtT#;@1uIJeFX|m+@Sn*>LK3f@c2vSryN>@_X>!?ok3A
z8v9HjiMk{RmT1c)$!Vd3GSGw2Q6K!A;jEgh*|j8OdKR-K>THNbXYhhVFU}r4H!-;n
zsaIw8oy<R5o0hJtbMn{BzEC2R1<4Br>wdeD7JsjHP2Dzd=K@%}(s+S&SB2>?tszG`
zEYOa15ef2!!N&(S>x(<wc7w^p(J*#o%}%o7B9b0E@c0;c=8)@w(%0Zp+BvlnEK0{V
z>%|14_U!6D#`P%-gBlBMNglPVf-Lb&qj6}TjD1&SZP}PG1<ohEH5r=rY{m@bv(vf=
z>9FkXO~H*jGL2^~YQiavuSWjoIv}r%5Wz9$P_t`JV}vZmo@pR63c(H^W-be(kw47d
zea{DN`eW|TQopv^yR^gHwr6+nq)>8ag677VCWSM_1CMue(s;$eYVbe^ON)^IAY(q*
zptb3kE?pvJgOrNW-dr8W0W5L9YenqS(VD2xJ5|Yx*L9=zl{A_*I<HZw^R#-Bk>Y>3
zT|N=)R?A033QLDg9C%&V$xpKZIUOg~)@k%xQQ(?OdG3pGly!>KL5QaOl^4`JQAa5%
zyufFGyS8=drdGPGwuydw#GQP#-9uJCbp+R~S2Wu)Tu#x@xFb!!F2P#F*UY*8&EuBg
zqoMPzy#cReCb3K&b3e`=+o5uwFh8JK-IMv{p^umA=V_5y*VI0NmcE7~qR0$<sBDYW
zn_sV1R-f5Wi`i(nh4@7+q6$?A?2u6_$gInKt8{x$Oi&2WKLoF~E1eYF#JE?tc#Wcw
zqSBqNn4yf(7@KpP+h^D`b|UXcHi_B#iz&L9w=;q|KIYTRQueKxcbC4>ithI|VJR0-
zbg@2G$rn&x{9qPy9OB?i!X%*&_Xp+p+I<+qn7+pYSlW5@BlVo`bATf&Tx0$6V;*pr
zJioiiS8n{99C2aDRqFqv6!))}`3H4u+sduXNyM)|z{4%r0Ls2fn=3FCN4*owE$mIK
zDy=<*iA27=k78z)?SCVLB<}Z1hhYv&-Gq^>)<PNND*(h2Ba2zDnG0BTns+wW*?hbj
z#KKbhmY3O5FQQet$PSPbJKl9^OV;{rN+N?Hz?XcAJtC6`W@l>39?bcw$h~x!+8yg%
zw?XopHqV@*j^elcKo9Kj5W;>DzPK|Sv5`g0HrH**PBRTjaqpYCbrClDJD9J1il6kw
zd{AK9oJ;TSu#gjffZ*$z_s}$1R~$i-Ypv9{4cT*s?KdfP=~%7+_q%NTVv?Qi!0Af|
z;d`F*$>%YBG0s}zP21ESe*Qr~nu7{a%%ffA8#G3si7cwv863F*FdZ?^2Z7JEf+v_%
z((}@@NsPcw&fRoUc@XNm2cd#L<ii~+jj>lkO9P8Haa=gBmRy>tK`%Sr{l)Z_<qzG9
z9=8||;yRZmMulOR4|2|Dv+g`$x`??Ic~!pCKFBV0>MmCx`^p-fEUJ*tfnCQBYh#Av
z6RJ^ZZ`Jvls-X4m&%UEaTYX7`W#*WDV_2#qhAth5`xA>9*Nhh&%Ni#Az;5$iO`(1K
zg9u-sD?6g$3DZ|oA~xsWg=GU#ha<2opFn+hEAJoYE2l3%mWBR>AO^sB89cTocAbyv
zM~PhJ4bV-@2-la>Pt5I5oF?|yXaENoGU1Yp@GGNAVh7va%)old*WU<L-;{?hh@Nr~
zp(H-#t}YLyQ{tC=^LRXtGJo@q)J&h^4?QLHPxV*iP-yL^KNsIMJD-Fzp9XJN$r$Or
z5AHcT+I!j&9d*);mUM~Q=U5o1{gl{(>mpVnJp|!W=>^}p_2q5gJXb?(lQ+Rf7y4gp
z`~Pa`*Y&Fa!$NzbEOey$02Hvh^3;}P#T7&#2oM0^#c2ZQ?yLJ>kcEjM<$nvO3GS}(
z4o1mWa-TXfc6q}siZ`4r6@E#3XIB9If!=XG;x`a;&B|RFc_Mg(V>Pd3@#*)YRPP11
zfFGn@v&x5Km+>X6fKkwu{ra*QR{8t;T=@c?i>M`-+~Daek}t+u8r6u@P7G7-v1}va
z=1d>y#;_ODUuENveBPV!@8VZwMebcN;!cNssVqU7)o;XQKiY62jka-(ZisN9p3{X(
zfuEDie||iV^<MRE4Ug6)g$C4g3pvg2WN?H1+2k3{$busT&JR0H0T%m67pd2F%YIvT
zf2l0#>8P7$ZSKYJF`w|zdoPQUY;tV%Yeez;x!tx!mtTz?OI^m@%#DQh>vhB3yU{_}
zL)xPo96xZ<83LbU?f#G}?S|j}&C~VmD}gof1VhzEJsTzu8jNG6O%#?6m3#jtP}`{V
zoALP%)Ni}i3}r7!S7ikXHQiS``DZtwe<5O5gU=#+JDS2Fu!hy`W}P<ge5<l^SR%!d
z;DZPf>PHsU1_#5rttAWX{cPne7Z<e9-V#C+nZxAly|tVGlA#0MZ$=MQlbD>7;zx%_
zqKUH7WSXXdUe0qDl@$Lms|LIsg;-4z>1D4_BEAfrX!VLk%`%>27kj3VWlMh4pDygx
zSv?k+_)%7V+EHTSYot>Mx8?&mcrM`|LIf_&gVak9Qrhvzwp_NvzupbEJZOtw_}R$`
zg4nkPt@%DgY5B<&zD-Z?5B!U{u)>KbOuMzLWOa$)>$<(eW`plS-ku_`qlfJ2sUZLP
zZ%rqZ%X|2zZ3uYOr_X`jA9v;xcWU6Of8&&H^7V^XxNy~qnT<yB69;fr*05bu9kNiO
zMcTX`Xb7N$D9ze&3lZvwH-E-tiM%%pD%j2A2o+guoL*9u<=~lf-fUDjqNs=@_Y0JJ
zYCtRDOWKupFUBq+Zs%1Wo3d_lvzJG!DlAH%)Bq*Q-iBz76*r8ZKBg1oY$r&H6-N1?
zhua_<w`@azrieA5+GGQ9-Ji&bRb|AV8+F#-0n7f}X>{b-h=*iRAeIwSuJTuwLRZSx
zSFl4%_Mq5J0EImP_ej}lm{!Ys?e|ywE|*S(#BicW!18oET6@vzv=znTM<;%Iyfily
zjhijUv1V0%^Ph@4G4Dc}VjDn&(yLWk{7!K%McQ8u8E&;`wLpsoG*9jRtJImRxd$-7
zB_Ly5r^<Z#2@ytZOHrt%{1A>{1vXAu-D~H;``FINdSm4i#q`_DcbpDyAPZdChK@sv
zAJ^DdDX1wbJqXBl;MR3JF2^>0@+hq>zk%Tt&pmfJG15@NaH}@Itc>aGbNy{K>o|kk
z+QP7_>ZIEQEZ%j1dIk8FndybghoW627TKSCly&E^(?xWi3A>TK^9enyvs15DLeC9u
z$dvfg;2KggbFH(Raxc4%XI}6vX|=ZqCF_T${}Z;`ZK9RLa))Pl>fbzCEpmjXQ~Ypy
z@H0L&xZnxC<q8I69y25|!x<tmE~q`UB;bnOd}OO2@%76%1yi&85b}4fLf`PxU+z9U
zhEPC)^0;r?feqE3-KP#&o7fg~AX9P#2p`o(I78RcLM`LJQ5@NS^BBYB)$we<c<8=~
z-7bUizT$I0g|B55_l#Xg{>PH%?NN*3399|fv#?T_6!K8y@lfQI4&|08e~yOigQ?Y@
zMvXETp(@+*+VAPkf`VG3y7P%H+a1SMBBhyiBcaN#)D<cpkl(9*66_*%?XDEi_>$@V
z>KewXHN9#tk-hW**2k7I9^a&uX809oV8!oo8x8))(dzrrsjH$ZbGU?}(|5Sr13b+C
zYs(>k`7fT~5|4mWM{%2t{G{bP7_`Yfa5ZN%y|q^tWb%<%*;$5EPSWd9q$5P_(117@
z;9O&KQ{ot>j&uL@H-%_s7h^O*X1N7hE6pS<kDL3eH`wcY9mk9ZjU+tCzHDdHjD--F
zR2=Xn+O#H9tJPj^o7=&`^A&>zO*Rc%o&ArB;ZCd$bABRbc*6UK=5gmWx(#!?IjM!F
zfmva4MlW`bLAJlU4B8k+RMp66S+lIc#fCP2-F$z}9j**za(Is4<7`4t#;>NT`_$L(
zj55hLilUvu`=@0tp3t77HgOgrKPFG=lj<>$)Ia*02WTp(w;Dz~S9jDVc|7pI`=~(n
zs6ClH_h!th5(b=Jg)M!krF6!)C|`oMn|2E{w^P__S{+@zemNX+@rq_x6-IuOJUgq0
z#nO8^2iZC=zPxI@yFq8D01bhmt24PfcPUz^P>aT~!WwcU_x?=9vOT)D2Gwr;W{28h
zA#i($?Sh7RZiuH}*(b9p)3y}V=uINTmC%;v+;=A1&8F0gq_9<j|1dKP);tFS+dbm4
zm4$tLLeXO2f(Ak<2pWDNqe5gA4*~V)^3)C+g&H>RA4jO%7X)NM<(@!ue7-bU8f#fi
zf3W=i8)m6m7&S3NS_N6;+lE#5irVZ}?D*7!8_vm8v|tf?OJlS5_Id0N{KlF=dA>=U
zKxxppxkW!A((4NjjKW+BcZ^SsFk_4C;8fdqI59P`EK2<!6CS@gXSd^ihyh>3=T!4(
ztt>!fg`N4|O5{e$@f%qGpfcQenHx!Pft&wo4VZkMty^K)YH>Ts$1t-YD6R^EsF`hc
z;9oi?`?g?cg44^1-Y?uJ5Jgnc6(nmVh1nFsFG}a+RxvIl=sZ3?AEQ3%-!+PI2=iKo
zx56jB3i;G^=Ty$hy=4)&L*x%Xfr;{@X-T*A?}6L^h%cJ5IcPuAC$kg9ZqaZDbRg-$
z*j721v}Wsi--Fcj77TTVA<;{EyQd=c^qJ8+PHVwd`qpha!H49_TL~@m$$)8?pgr7t
zraHfY<~ZI%RLTPe6#v51HmiLn4n2x8tdbWs(GlGqHPVUgD=4`LnaA(x^I8pF;%PwU
zQKt@>lxMHTT6browRG9ZBZU_C9_aQJZBDXuMl*dv5YQCN%=8y+Z`^P`xV#2pYu#2W
zGWY;PT_H`AJ(B5l5>aD1C%po|%^3xp+Tl2&D}o1KBM$595PX|xAW&vXUYt}@Nzznm
zbL)JF&hc{^ki}*Q?M?F=Z7?~c?9mUe2jf1vc=k<&Aj7Fo3EPIIVwPVArHsHTX2)#@
z3Rz}KN6N>naHLAJxM2U6Ju3i#OrKBP#uHvuoLP{{6<EE)?ft`sJl+xf7IYUwXUNcx
z3Ue!_E5G&ByimeWJ3@gJpn|Rs!4Wo1vNz+^*WjPPGM!PP2>uD8rM&i*py9W(rEvoq
zNvpAxBhC6KJ{|`yB6)HFLGJQ+OP8xy98)2Qt=<BWb|&XD+`NA#K4uFv&>F{1pG<*q
zay-yG7}bDX=$C>|JZa*kcS84~_bn{DAX^hoIF2^Yo(=nr+hIgt*6W19_jfYzy6vG8
zFyylnSaGGW+s*bS^zzHxQahVKU=t8hRY(>bO49})ZaWPi&aW`9o1=oWWxG)%6zxvr
z9!a1BErfA+`Klm$(L~3g-MD2dI|W#Zxc(0Fwi6dg=8*2Ue-Bvcv-((P=v7}-&L$g0
zy+7>rdu?@==VR5kN(cD5)b?*)o~22Y;(v%D++mXm^4$@Gd8AFgJ8YO5iGFIQJ%{Le
zt1ateo3YN&!lfI4GCX;hs{cO`{7O8(D)*eg8q+63t|Pm+yNz#!_q7r%B~LB_F6zVM
zj+@;(_+tq3yoZ|kNXve{4<dm+P!^t{&OYE+=_tU6mua=WG1&+hicC>4&>AcZmVPoA
ziV#J^S)U($PU6^mi{=FfjT@emhVjJhodRd70+b97H{8ECxtcUBp_wu>Cn8hk_l46q
zd4t7w`F6>qMIRnC4#mHpctuV!1K|e|h;!Ol`-)z|CU+!^M}bDE*Pb!KuNMDM91^;>
zYjPqX?Nq~3nCkC@q{5+su+Rt{d4xNfNB3FNk%i_#uIvcybc2yDhDAr{vj@wbs8v62
z$q?pPmNd`sefavm1FXZBCs^{U@>64n9HB-2#LEHO`;S&}@!0BiP=IdVeBS8oKu%ai
zwVP*SLvL6ndBFq7QaMhW^~(Gs5iijPn&^ul*5uSgWN!N*>a3u)S)5rtgfY7KY1xdS
z6Prf#+wx0v9cJe;_C)PyR`y*)jSYUgDMViGrs>?cZP1v8F=FuR72zvtE=AF<w`OFb
zUGGiGFZMTU00MT_;&8ox#jvSl89fO#<Y)$D9lY{8Kf^t4<HZ3*&zW$ULCS_iR0P!w
zf09U1QbG$f>?s9RMu&z9xeay{=HgMKfs3HC9;Ej|O#AxI`Li_Wzn{f;Sq+i45s^Xi
zv)%Nh9`A_q{ZK*fgbK3nG|C{+TmLv88Ulff(Gj0GK6za`P{;AD0ZC5{%)GB(0>iMP
zSS&7RuuKlKZ>4^`LzvB>v&d}M1zWwi@oX)L)<cRU+QBvfsYmZSwp4CMmoo2NoV>Jd
zY9pA{RWOD1e_Ng0J-bps1}L8EAb7>r{F~FR4)50hFg}ZuSCCb`(E~dgJ^3vSMaab*
z{ip3;F`bJSmp74z0D<@KM?G0}5XW1gC3r0Md64)063ON1^2%dlx!sFD7HiHwu8*X%
z!(ZPGpO*SA^Y{ucp=V_tyd&*%D6Qn}*)SpjC}8r`dHYa?bP&1o&{w#E7W29WZo)xD
z^Wh8LG?fR9kWz-y9nCK-1gwbhy0G*&J77%x$&<NAFBTNvzB)hl(j#=cS}@lRAf$+d
zDQ87m^)Hu<+m1y^rVtmNTbN+RRQB$E@4KxWVW6>l0Z6Q2)nr|WGv?}vtZs6(e+1?C
zz$n5*0E;*bMsdHV;=C42JZsV#+NCI)(9_jK-(a!Bc=V;C+$^E(@+7xLu&3`^$1u|0
zpG;(0hw*+560IH6+^2>tHAP9L9P_|pVI0i6HTSMYd~VDkS<xqWnh#0$OD=-Lj!uDi
zY|>Cj((S#oFYWmB`=Sg9nj6h1TNzoqw9_P`tw7jU5A0jF?0ldkUilts5u!0I`!<bB
zQf#jOwQW#GE1}u*m~qY-?k!!lUSlxc&N-?GH&A;T%ERkq8U=Xn_H~ovb0bPy%|#X^
z2Eurkvsq`MuB}!s%D#-hN|CRWiJzAag3%q;d;ERhrfH#l>%m90AO-v!%4z-~Vm1CL
zB3!<1TJtm`a?s@MJ}o>)h~bM8^`_BJlNy?nbPZsyLyt*NPdZRn{~zAIGpebz+Zt?G
zjzqB2q6d&FSU?1Upr8>DP>`k+DM}ZmNGEpWC`76PLQn*xhOX3zAiX0U3BC6~C@JS#
z8_#*~``&Tu7<YU>AUoM13E9uH%3O2J^;f=^SY;}Ft%~RUwT&^~oVuOj2F#t}2gGqO
z^qW)2Q~ZDg%mEiy#vU<%=9cHy%1Yef#gi;kQh<W!E1`+#Ow@F%LL=3*!j#V@J=~g!
zd%hHv1JzDHC~$P~Gso!jT0?*<_r{_+(|$*be%t-?CJY6({ZH}nf5K3Z*am?}aCd<I
z1>m@RC`%*kzWnpv<-Y3Rk{^zuvg;W&o8RK6DL|hYmBn+7Yuovv78FDI`5f9_H7C+&
ziduBvf_a0$D=Ig@nX@~acSxV{J+S&Gi;5QwKXdaCR2gm&_<O)ks=(pY`sUrV-c!s1
z0zt#64cDRkoj$j^)jnx4B0+UbFOyhhci=Mq2IY`bFwB!@6R~JW%P$L+pOl66W<KJ(
zhVm%Jr?FjZ(HmpsWxtg|zqPZbHbxe-t9b@$u+(xU1AEpfsCd}L*-wPK57#Oeb8ke9
zkpc7P;3e=gAhp|&IVuLN*kq<hJWnaOx)rcCnNFED2I(tv%<tw?23@BL$qjQ^m>6)!
z;rHWJ1{##Z0xr9Fj4qC~SptqTAD9>Km-#ZyLffut;H5b>OA1;(ja~2WjFgakH#X}i
z!<<p{TommX^W+xwY52B}CY@G<?uBouxWHthnzQ`0cU$!zD*+rcT*p2u;s>f`7qa>$
ze#$qlU>GCrp;O6fEmGHi8d$sI@J!+Ei3}rEg`e)7brolAOxNiFr|A3QFi`GYm!bMH
z0&`8djbPJpkgPRC23izVm&kq{INu>!h%IUQR|S(f;>~Url{{IyPDiDb-eLr;lgtu6
zh+7AJz;fAZ9hc7uz~q~rbF`lIY-#3=e;!p#YHMP%vbhspb9QZfQ!As!dS}}Q82I{{
ze+?n3UN!ie2+Vq3#f9bSWu#j9`0+!wne#x#`p3Bqcp2JuVz&dK+t+~Em8pusJ8JL4
z7BOq{+%0f()5P{K=lZ@PF!GS|9KgtmtTZ*bHGgK>)U?GeGl+x6{LxQ2ZI^&I4=oa@
zcX;BxqP9!;;_?CJNR8JVeRFcwek_l+0K!9_Sc8ItyFyoJS4R)-X12Y2Yb08+k44v+
z<ysx&X{@|FUpLzFcgj8#9%YGp3js0DS4h}KVMr$S#8x=_TWgQvsz8^ZLY3Th*B27z
zi;^W8;JsVqWF@vLgv>7P^@2!ACjEo@>rT+i#l@(x{GcQoO<&j0kY4G<nrI3-XIm2r
z|72mEZYdi;KXhnKq}pra$R0Ql#M;&%Sa0Ikx`^!?P()4DEjQCmpWVZ%1XwI^{{3CD
z*7xzpmlI~1w#x0|2d>hbLkSdpfj}AqfwEiV^}9K&rK=&|ZotUQ0Oc|!e{-rd9@R&G
zBX>96f%j)xB?93JviMpcdZ>>r>6itj!ZzlvDUJU6`^@|ACrxfsL+2WMLl~}~O{uMT
zXwnZO9U$G248(2S`kjm~L7OTMEJ3)oe_II9;*X!wqB){^A=;UaMQtJ%%Rr<B|5{Aw
z9xO87Ya?OOg-Pn6tiQX(?m`BK3VE_*Djhr;yUV}tq4e*-<DZh^71Qm=)sR$fT1u%`
zH!8*<%&zCEqlhAo5c!ih;{|lP-ddC5PQz59d1mbAq+guTGV8A*H$F$=eIKFTNG*_F
zEMzjl6e*!oBOPAWirX;Y)Ooh|#Gm_Ea{g_l{R@QfuYkg@dlCDlu_tQI*X?6Fah0cB
zDCm`Is&?*ehKuNj;xoQn-Zxtb-})35Od=o;nIVp95T+g1#8#$X?wh(bATjwT%S#NV
zLP9NdK|}9br7liURz3<3DNI7xvP7g+OvLxz3H=A;`!X=P*4eVgYke)Ox<S`phIXyt
zfB-fv|JyHfwGG0z5_5Zm_1s){fS+dWc@1v7s)a{)aTFubS)h3;b_{upk}UhJ+}D+7
zz#JnN_fGs01zw1slEVJLrbgf6)0kO}J|&uLX+0;%;r%_wRynRwrqM?z1mXauT$fpX
z-ObEQRHw_2#TkCa7=4K;_etqRiG|{Z#za=i3+kQP-3`tg%vmBo_X}J{)kNHd3cu$^
zz1E;z$O=4)yW(ZsL|n%mLq94FczSOKZM{zCc%*c_DR5FbUQ`)#7Rlb`GR4A87Cy+K
zUUjUP@U2=5$V#P*Js+$!xQwQS#C124pmaiV1vc~xkLxq&se$ELufqzGcD%T>Mjggu
z@8k1s-%CV_7Gz#5<7Z3*J-v$7?><XW9w|$>kw`B_NI#ON;VaQ1q2`4aIz~HFYuuAz
z5(WR{iPf_e*lCUEXCAfe4KZH42~i1ij``P%OTDpX4i3Co_L^b*;xL=~r_>Qqy-%Ay
zveK?@aozgtA873P^GaK{JVSDKR$k<m<tnsI{KH}?aWt`w5NDp#e1!=#wwt(d>Gh6H
zUY#46`~x2(lP{I~?$<dM?2Z{~a3ha^JCh+6z2hu{bgYpbv*S6wAWNI~<%{Ly*9Kqk
zH!sE4t-a)Cq*%`KRCsqgq>?djvb5GFc+Dr+PQE!4=7w4)k-@!OnL2n`_SI*NfDux)
z5JT#dG)(Wk%X;yv@RzLzSw8eb^W)2hj?@qR2)?xO2w1Y0kDR#A<&)aJGEM1AX=X{=
zKFVnets~+Ut!JmQ_I%;mk+pxZ)%<$!CCXLSG5y^(ou8ty&+LcVT-~SL;7K-dNPC~f
z9JdPdQPE}xs@4|wOFgtm2LL9kY)l*9b~#@Up(s*z%=5lxN`A|VdC`sL5QOg$zA#p$
zedz;~5IjlgFu)|@L?uoEDHaU}?s%5l^$rMs3|=}Fs7=v)GQjz3tdG}1MU2d?wOYX2
zs>Gu3zQRmU26*%Ru%x6b!LMn&fL?}5UA<sBodoG;$wJ~R%r*(#<LgPk43<oPwNit2
zapjwq{|%UCM(5Icd6ZcX1O(DV36hL~dGeR{p@}n_F}rm~7yL@e9A$}#<R42tjx#q+
zVfi`~3vV79j^L$YVMz1J5L1pN7~(=0jtoJ6(7C3qf3RfkW-*H0^}318tiO?MwQ%r2
z62q?_vvZ11pdB;TdLcV_W(XWnl;Rkj{UJt0kpra26@^!02K#7(ec2BE^{Ba$s9Ot@
zH{JpI<4ySD$J_?PMOl1vU>HlZ?|%B;tYDO145zxn1(!t$*PhQbllKn@GYt@LGQZht
zQAKwtzRJ#6)W-Y-hnr~l(nSK-&b3|I`tPvuujui=zu6?ma^dtJ-%=%|Dx#a$cxh(i
zrd_yw(&xUk+TVC}0!Cf10ywm^li~N+F6r8}k`$l>D4sj(R}8{YhvulnW}6b7Z=Z~O
z?pAOcOy5m4vDt`Wua|d<y!%;mqt7FXzl#A()RC5`FQKXTDaYc$JEI>2F2D|O7Yn{V
zTOX#rAM6KQ<8a&>=ZD_-ML%jN9{YI&1oQIA%q+kvvQct)d%imP$&PT=>9U5njo+#H
zPr5*E$r;Y(dR?cPuU+mN1#}|btw?JQM5vt(p5)RP^PR=SXsugeNk>Mdj<&iUCbeUS
z!9*wsc#a!*?VZ`Z-Noy&uUCGb<GK}kcFMXr!|TFW_pLlriDnMWRJ4s~RkccO{twbb
zypv{@^wkryt}xKc$n{uKl(6$V#%Mg!P*9)rYTW*l0bV7eaAEgcc;G~0BGO|)g=qEe
zs{=baa2<pQUD0FsTPlych5H{%sk><S^ZHyAHPyvNU+WF%i-t+O=NF@~&&5}28S$9)
z99me%vv><p;@eTCyopC2YimDqGy@NP9ekuSLzVRm+|!jT6wnY%tZLTvQj*6b0|}|t
z>jCx8GZU}8(Q|9x>#_HSCgFaIR=+3xj~#K-C;1kkRl%Ixz1TXGgPSLo9IdypSa7P~
zosd@@Rvxt8J6FF6S1a4P+OM_JI^5@f%QsAU=Y_((@yBMj<UADKB%)dFMooB_M0fqL
zNrU+#^}OJboev?<*gk${ls{JXG3*LVAQGz~G=PnC7*>?9Fra6zp{T{t1b%cYCm2gk
zEQAiQcueVGBABU)9z>?5{fiKza-C^|=8dKU9cIC6Izk{|h|KF7q|6{gg=&c^>lKAM
zW+;!3$xqa*_=9*d25%JdK>C&J%k9g_5pP5+aJjZ0c|Q6}TYuCNIR=ih{WQBaw(Arf
z$j1zqgtoHK#4}OmuxCKEtJp%+ja^4!39Q4&Gctp&hPS*1!XLx57|2yRWa7G5ji)6;
z=DJCY>{Ope`eKYo7wFKkkzp)gGj;_*!V5OCMAYZwH$Y-o;<~R$aPtD{1p&^=cm0fA
z;hfzw%#n}emG69CB@8sqfKwcK-nc$-!;2-~OiG<J<gNoVldny08Yyo+qO}|XQBeox
zXPc<rX{n>xxe%^h+l1>-6}!EQ75O)kuE<_qq3LO!uek)vRpsE(q?kE_wxoOfP}Y`j
z^#;D+rxcINq0?S|50`M$WXZa<W%Ujf4-8eU_As|nvxM`?nAYb556*-`dMj?O!Vp_)
zVjLp<Q?vt9%TV+jHI_!WMh7^A#d(D{E3`ZmD>^s6DXItfPT8>_SMdWzR4E-=k%J*I
zvA^M_lV+m4IptL01M$bABo{uHIzGqk@h%&hdv3CS;WrXxA;o%LO9le1F49J4O1S(@
zfB{As;q=P_2Nc=c=_l_C(R1e8Kg$W=sNWnFz`)`;;Mxcm9lcLta%cq<Fai~aJuCd}
z+z6{Yr<9fWq|<SwVu}(yGISl>K04|X>|Lz|Qv(w7W#mJ7;5vbwxAtuf_hMGXu)%v0
zO*z(Z>vH>Iu>cCsYoWWl&=4Oz^N0fyKE8b2@lTe6=LP)XGc7UFLYOw`QE*ZbepQZd
z{@9A^k0RtAAEWz>_n`ntBa-%(3NihGDRH?8*Z&61EpZzt=b*#n$U1Qi98zLWt`L+|
zcl^onzKN~C-I2LNXTSg^z`0dKdqNgJZ+%1HfC%(y)KP#jx$l6_wSGdU5Y>Dh*F|RT
z|4bK<f!C7sJwYM>%u|IHz^sn2_&gez+hJqE*J{zcw419;t*Ld^z~)SIw=$ZMtrh(6
z+%5-EDKL{RtoaUBNYO@)Wn6rkic5u6s>E%#a&gP9f4ac`6q{`QyEw7oga7@#3j(y9
z_j8wq{usrMCC-rE$Kk#S5tHvNXxPGcxD5q>WwGz0udc)!AgLWhF-!%*3cl_oo@AP)
z<ED7yJsyXOW`k1G(17B|eqqYi(@}ofM7cxZ4WCt-{NR5}2<zJU=A_HCs!XRNrlb1;
z_>$J!`jRL4Ivah^YPe-bDa<_P6h6h7El;H639N2J!Yj|;kYUgRy2~nnU4}dE0@arB
zbui8{ExD4j{BUmylU%3p9!=E)cO<U^O-PC<C#X+xT{kLMI57S9+e^w7VsYlSq{S95
zOYrv1)5_hP$DRO4{v!x86{+iUonU)8a`zuNVgW?%i@a!El&z8aZmu4N@dvOQj1klP
zJ)l%GvD4!oG8%h=Fgw0p{`*0Z`Xv2x<p#t%x9bsMneT(Ce08-jk6KmlPBTp3Mjjgu
zyJH(`);kG3+57EvB8m@nHZ^%Gd|G`5^8tFSX-p5ORsf2hmeHx@m=q|)F-=tn?(S~+
zwtd?E)}lk}ESA^jwy65fdvb61JyKK~dm?0<mDO5JwZAY&3VhZ?Gjj4j@7J$!!%IE5
zhuwmkY$=#*>^k(F!iQSGYg2NHB`WKfGK4=_EQvL%6-MNaRjrRT3LOj&f<j!!NLD})
zRkH8WC?3?6kHy7LMe@ZtCrm}U))*U-yA`X`gtWelL+SD(|GE|<5ZF^%-KPgq-8?^r
z&wH!Suc=G!={k=NPlxZTVG`D1%;^v46<z_Y{-n**H<b3Vw6i`ky}?oq1}e}yELAB4
zm%D|NAL68{9SApUiR~nJS>)!oflqGzOGvVbw9v%55nBf#p5m|C7%wQK_;&3s91N?Z
z9XLQ*-|CxNikZa#Lb^J=fsp<|o`Z52<|mTrH)>hDE6S%y5Bo#JFPSqcs2oakMs=G9
ztE<wZ@QlM+ofK}-qC~#PP^gCfoNCZMGa_*;9z$R8?7AYWz5|CG<?^576okP)Kc{q$
zWLnIGKy-qAum8m$ND@|K3=)uk`;O1Utn?Az1#9Jy=qqvWb||*Mm-S(ovdKgXOrr1?
zkY*?uqAeTEvzu#uR^XXuhe!uZj&H(1on#L`$o*X`dkf!+ZrNMN@a~NQZ%2FV7W_6S
z$YXK)<Rq18+?VCFi(`)ZDa`JbV!dGFY>Ny<%=S7XA@%{+v9PUv>qZNS-Iyig2es^>
zfwsY!Q@GtaG`mW^eXSvko0ED;kV`1K5DAT$X#J05SoX>-rIqg(BgC<xxo_a5H|kk%
z!wLcSRd-*Xg(epN^Jb^6ZvDGZo(|=b4Ppr?M2Vvq<mSDg3Pt4rZE#@1#(|?-Y<MVA
z@;H=LgRY<i1GW_eSuQf3AkN{j>9mM~FzZBY)7J7P>&+K<c{v}~Z+H0tbt0vMoIUAP
z<C`yVW9FK+eLPVS%IYp5yw~yv=YMF8{<8;>WDEIWgHf1V?vCJspLr_}NglABpNQdZ
zp6MH1TpY;zXnk_p4WpvMQ~3Hxut=#%`qRD^%pPe>H=!KZV5Z;EhdWKnoGtn*TcYWw
z2Vi)yf?^G=PZdcx<xxVkC=N^y?&H9X<ipQN9fkaL^#k>&sVWNh3S)M4idy3;?rq_A
ziarUlNm(bY$Cd-ms20^0pTR8Qhd#q12^%xdaNth}u<&DccJ>IY2@p9oS{}%apskHG
z%yR=p>)t%iG?NAe_pC$D_=Pk+e6uy3X|E{|>I%o?z<?mVqex#+GenJvJ^YGF8%KEi
zC$I4|ETcdn3-oW6C8^`oD(G$nt9m!vHOTv!%nwpeYP2QKuY;eK7ZP-Q)ENcU?U#}x
z2xm6J)5G;j%{rNH5Z(Lx4aHRH%au{O@aOrWdQX{qO)aW!f9!Bu;ppxxm98IRRP{54
zew4P|l&n%n4)jZ~R%8i~FC=kPg}_&&$U&+`BZZOK+iS|PpvFo$EA(;{`_WOw7#bOD
zz#k1kA0Ss|wRD}nM~cw3w$3DMXj7|8(y|CH9|kGu-{wJ|NznW((km2{(6hG3J1E}m
zqL-ADj(`26J~)MzBBKW)LZCzua272~zu4y6<(iF~?Ozk41PT(QT$p(Zy?MK#A(Y|*
zL#irO(T2PnX6ITspffVDB2A|s{k?G){bFv6<Mc}p#me;V9>OZKh0JiWXUb?TS2Me{
zH?O~Ib=|ew{9CJTYx-b*EAe;LnOQT33HiG+{KS4|?QKw(XT`fm36kk3CD?>%N*U4P
zo4&bytP;O|VrT45mNR!hiQ}t5x2Aa8=Z&~`bm!)`!U7w+N^B#_-O7SJfAp6NJ`aOr
zY-l%EPg8Hr2lrmiutRgYx?3{8%~uk#8x?lfLn}k>D?EvgyAOQvyt2VJFBMO?qrQ>%
z$UA@XDg5r~*Q34Y^6ZFK@T7~1iq@AGQ5<5+={xm)A)eU;Ks;sNM3OFim;p7n7@m^7
zQ5_)+zH>QD6vU~$shRW4k|A5o3f{c<OnO0o*&yTjt9HA$!K2^WAzFQ{I^2sJ3f5Q2
zJ*kuFCnfX1k+#Gj!$A63y;Jed)@@rN->a2Fd*ILO8Jq$?*1mmjlncC<DHMH^viBC{
z)95ZvfY!G@X^49(4m#W^$bIN624o6_VHC(dM)0T7TYyA8E~QrQW!?Z>N*rf{S>c$3
zM;Iw+dX7e@^HzUFGK3e4eOay&`q=_rRY$c>j%i6`IDPRteW9USw&-&-6#`#MOX0*-
z>LuyhGboi-(=zHFBM+{CoQ^0oV-3<X2cbHPomfmU8Jg_<JkcHZi_Lv@(_}h*h=ZiZ
zI#!#nJp*A-d`!u?mx;Au)gG97zCf*AjnIkVm@?n`FBXvnk{5)5$5F4e57<ElKtV-X
zK9SZ?c|y!Xw&xG|7p*s8jv+TJNDBa#YU;_NSkL^<g1!TA$U{^%E>nrq2P)|Ka1+J&
zgC$5D7LQ@2(g98`mQ292f#w(cSnVG+_<x?IBgxd}wQ)u<$>#k+NM+@~+*8-x<lp24
zoyJYr)}+&}DPp4-IZvQZCI>gG7pgx;O0RI03R?JFhU3J26I@^`W%376Z+4j`0!U(n
z9>&rA1j0Ikbnn&Sh$D9ls+^T|rtm!Dm@fU5z1{S6FA{?Wc!b#c4jqi#6-qI)Ejb_{
z_=`Z>k7O?g_6NlgeyQ%Bl?KL8ke&I2YXm9@6}p@WrkmoC-T@aoKC2{~8x8)n+AlI)
z;6!`TMOw^nCAfpwE_=5MlI$CH#1OTVOW7t-4(>%P(P!N*LbmuZc-S@tT1*Jtq?z`Z
zt`HdF4my4c*{C~cc%*qILjLK-NHuJpS(UyIoT_iX?F8gQc$4E|LWX`YzU(ukv5>Kq
zOvxCACq+=~nsALRAetJIS|4^=!ojnZ>H8iz``aavY^-K^_>LqyhwMw4krZa65=^P5
z$Dur*?>1P{5F7YN@qoTMniWIN05_v5)>S&cG*Ji@5KUF{D23A+8LckrxGWnze+M+<
zG=!%F5GL6#uOKd$Z5mN6m-dFwwr6U4W0wK31dBVa=ppLZ_{rWS($Vi@)XEAOFyXOi
zw`<>=-Zc~k{Ww=@b)X7X=}%X=m|A5aK8vUyxuTSX{Y&RW$|(#B-9_^tdd=FaEAP6<
znrsbB(W1UZ{qixVQT+0-*Xnjd00HiJx)B=_KjLHWR(*+{*bX*p^ZH&$i|pxIIBsU+
z!YcM!(P=xrEu;`N!JaYN-a$Ll)tv%(Hb&tO)^&a`Ryz3_6Il;WLPJ&Jdd-hr+m~4H
z^F2TBlzj^eQ=&Pq9{`7Z?s=o<reQDbhhIFTwpLM#w}PRAzr4iw^efZfB)4NHpkn~^
zl*ghXNVfQH<uY=%%(p4hp~;uK=l+ni^unOrA7CLzttSwIVP-3C7MC}1o^7#fh{Wgq
zdC>9Yaw9L4{7j?t7oHPkqCI>t%(Fq2^zDTE9Ey+^CCyuTlUcnb<#CH6$&;@!H2f(H
z^A)l4>?zDNQZ`?m9)q%Z0M?V{uGWd0${(m5*u7Ao%3WC^vnF3KlY+8-OqD0-KKJ3H
zOhagwLYr@dh>f$vf?GXkf?@A@$er@xd-NF1_4>lWJKDfa?07LTQhjW7syXr8+b;&k
zTJ2$%UlR%uV#?}`cV<gCoLTQ-82P&3C@niHu1|0C)X2(T3rIEiWgXjyCkY}#pja}>
zeig*Mph~zgqu@y>qV3gChTLG!v1@CA;Mc$11NpD(&TPVnQYP?iydvSZ7=mtzICXzp
zA7dJLz!ho)ctCTQrtH*%ZA~l67sBQA;##%xZ;HyGtc@a>iTnLW_K8><HPfpj)gdC$
zBmA!SMQ8>`)Dg`dmb+~7`O_SDi?@{niUo`yhwo$G$-j-9*xLv*L3W4@thRXPyOM~1
z2o(o^gJ~y?os)EH+OIaXzvD*4W^vUVy4AF0_a3SJ_d|a}%D)KT4Y8aB8<ga~Y0RKx
z!{Yxpl^=Ny(s_^Qy6u27NOK7*?c$~{IXj0#xBv62|67duU)#s+<C_QYJwroY^dqZB
zKiS9$Qf{vHR0J#H6N(%tJ!RQ4`XbC>49tX$lw)DK<ozyizml&Cax1+pj?kYq+qlF1
zIfm06gN>PK9=_~bD?^)r*}C)s=8LM6K`GpzjNgzg@B<(K{-}1T!^b04r!B}3$OGUo
z7VY`=l~@XYu<r4_A<*1f&(#^y5EuE4>IPNDX3fw;vH7mDKI-30&~4t8URv2kka6ZP
zASE(0xqJF}fGG?`?%>fnT1KYJwV6SWoF4aEcu@d=zj!Vr-&?W)iJS$wc4=h3%0s7>
z7`_EvzeYtrrv<q7moYe`(;!-Bt6q4J>6^7E(d0`!9h5R=$qq1U=@SC3FR2R?Yx}2@
z!pJutDKff+=<HeUf51a*SqWD4gI+4IB4|^Xbp4q%UQ>PKp+qoVcm1&)VpRH*$)&or
zqRVrDNsw0=mMMdRt&3ujZ*Su4CruZI;!XQ-9lLA<(t?Q+gxAhGa=S1rVEMIaG3dx{
z&`|STC^g=<*qtjCOefV<xaS0ZtL)E9k!ehK59~e!KGEX05E6q*6KhE<JDE(BoB{<`
zS)sS_An~ZMS!30>KTWJQXsP2zI)n?hTBEpOOuk74w?F_JZi;f&>TLtAgTA?GZ|!r*
z-?uj(Zw0+>L>`0WIxTwQab~4lYY=zw?d3r8P;o5D>srmQBR9Wxqe@8;pdyP{#`<{T
z6YEjeS&%=~O?!+>*_a7fEb3za>bCZPGmh(;Udhu6AxT`4ewbcXe#apmV`luKDy1XL
zBrCJ{Y>XArwvgTkt$U67sp+0l{qBSpjw_@$riUYb=m8FLbJuQ-)skV?g;qDK{DYRp
z&p+O-VPVLE{WWwC9xNNu!WW6JNaT5TJooJxKDfqbXZNuSPqT6pR6-XmLFbO!jM8C>
za<M%4fOhCOgtEfZIlc4m>H7*E@tzQf-68sqfMJu`cAx@2E;9!n1^=QB)1ztA8g$KU
zF;N3<Le|zU^olU6JS4a=E-Z!oP(~2EdZ>FgH-6RbV!OP0x@no&2b%}2CMIOf&cOCV
zO@;7=v%g<|M33}sCFE@TOjGqXUSKOfesT8J{5tNvyO%0~X;$Fr(-=Yn4l)2BansB#
zvDssvXOz$neCs+E>gRh5n#b0LG}PP{q1^-A?u_gD+@=O(*UX{0V^W~wSx!T(+iO?S
zann^rWTb9McdG29wR_M5f9PUyX-dAPrQ7Nt{ZcZ^*qcxhQn@nZS-BV6%{sIq;`6~o
z)xtYUfVl(nScSQ+U#A&TI_Y^c5>yHqQpt&dW6&PFtIMeOZ+NMyy1et(amUW8>aY3K
zw-PuvdFy3ju69%4g~CpoR=DmcI{TZ<G4=~l<9NtbB$^S2H#;Sn66vL^0Ch0T$YTtU
zD;3lEngUwZ(Ig9ieRVwiPMXe05T=fJN}d=+$_zK|yg}t)FD4umplL$;vW>n+1cg(m
zn>>3S0)el>MP+Zlgmb+F5@<RgzqA5k3NpzR4`BWAv1gb?L9{*?Y7Nl}^fIN0yvCkO
zm46O~qdgBdc|;{~=DN$Spp8LfY6(X#?n|%p$h|?aHBYxsGLq^b7!=dQQOLSChJ0J?
zgiD{`A0KBuF9_WGc<=n;C4!*OemR^THd;Y_52?|p&GnNF>VXg$lR=FZB$taZbSu{t
z!lR{Zn6v^MVU^d{t5Rp=V;tC}T&rfw$Qpp6b(VceVv4E%p*7y1`9KT{=2;xE-(G)_
z={H)<1;F|vJZGeH<(D%!k945J;{6X_>woqjqI*Uk1!!2g<S2@p+2TpX+c*if$RD)W
z7H}{eWPc!*ZMln^Nmz^1qM0e7cVlcbknXe<t!I1!G%0NxZB<%6bBs1&ntU((ls1!8
z?)}{Hxf+xhW?z%zpvp-6A>5u%$(`sHJjdXxV8}3_XYHeF&U{sc^z8kWNQGqrD1#!C
zaq|T)Ra)8_ANFFTJkoxrJ^~_RDXxc4Q02>GTm=tHzNl6X4QWUl(hl_%1e2V8gyOg+
zur`$B`^^}0%45{3-Ym`twnX#vF|g6$&DDnTihRbH6JrrtFluWjt|>bn*U#fhXcK-w
zuUE{x8YHhU5Xu;IcUDuyOf_JbzvGjy&aC;hiyl1syrPG3F(3!C+;C_pA*0iMiC#CS
zlkYqu0r2&W_zMb{6UCY%plXzorb-v196T3<jy6!Ort?$TmF6_#RZkTCuDUz7t#SPY
zUqbZZALzWtGRKQ#9zYnsa;#?Q{lm}80E>^gYCi5!%ghE(5j709Bv{|*UeY0X<%`us
zel^VxDuT}JlnqGt$#;Wpsaa>Y$S@CAyK}rJ{42?mx+A*8q>k-8iYdtekE<=Fv_FtZ
z+*`XGpgs(GUzE0~b1~1(@>w}MQ=?Xgm}8Bm$KPIm05;V8skkSM{P8L^mHOE=Zf~kZ
z(mOT7;*$%XXFfl?hng|Zb%Cbsb58#e1@;kJ*JlFVhcgy6!3FEl0vfU7&);_QW8T0r
zq4fisa->-+Ux@=s%?B`#Azt~l43W~*_MI$&j}aIQN>o{!fN=z+sV%Nbz8bhv9pB@<
z6D8Z`Nnd}WuJ18%Piu%zo5o<MMv_nc7}ek<E01_yMwOvfv9VgqZ=5kq<&TEH+vuHu
zeZCv4Kr?jftSk5H(jV+dHb|`IfkqoFnznx(zqzrONh<Ot?7{ZI|LNZ55Z8Vj=eB49
z135{WWy&#Db*4Y%XXsU?wZRI(g3iKDyjxx@=UCkno4nx=m}y5<A10&cRncTTBPTVb
zKU@T7Ix1)Iylcp_&p&z9VWp8agISdrg3yJ~OAM|w^G!fPmX7#yAENV8jOJ6z`|Xtx
zNP6no9m_#m<s|(pqB&MI*2m(FgT71g#Fqnjl;)dZF<rYO38rU&Pz^kgPDuUQFaoSv
z>iBxyrUAxB!n7{Ueg8dXixyRwI={=0il@1v4IjzyBS4d4HcP%Sz*19DQ`=(d($~Y#
z2B<q55LAspLVdCSUl>%N>rIsT?G4jr<eIsA+*OX}W2El$xWU5@ZqUPRm<6+1`RG4c
z4lL(!;d9&G$}Yx~npxS!->9^+4TM=#!O&l3YN)j>;|631MCS(Qe4%I^y~Nz6>Pe#v
z)j0|N$EX-p#Sx35+LYOH8ii`R8qh!Yl==I7?i>HR7mN6g|JYl0#;wJtyx4s>0%~|2
z*e6!BML}Py!EHe=r~hPG+rLh@SXQz`BA#9jCQ1D#MsUM$@yELD-1&==kMICC9utUt
z_%Dd|e;vC16MOP+Q@BY6ylNF0zx;UtgD*Ma9_b-doif!OFc$&UGP28@5|6O~(h%@t
zewiNbW@6-+y*f4Jw6o?Egz4NT6YHRhW4vC>gl5UnIO<DTom%!*6g*2fHBi&=p$EyZ
ziwkty8l_uhj*<eV+Tx85%UQaeIUqyu-2x^lY;R6^q6NF-Z|A`&3V|C>537_vh(U}&
zmu@ELK;#PJ+NM3n+->3<?^+c<TSEJ`O^N7ydeRd{&xg?U=cJ@gMt=F?7+8zFIPyM|
z#9L#6i+3?&EsnH7H8|(|_@*glz3}E6DC(TL<{ACuT}GrH7>LQG9s+HU7!1!B&_HYd
z1fDDi7sNGJ!=HrjEpuyRW~r!+8$wF5dd%d<55KZKKvMZRW!;Y>PWa_YA8np?Ahnem
ztM9H-Nj7RC^I&?@TCbkGJ0eRQQj6$NzTSm*hIjdF6r7%JoAj=?JAH+=JXVt>7kb63
z9tPkw8fB*jTxY*a(I%cryKUiKj?9UIAxeJ*fqd~vxKzf7hwhXZcdP%HXGJ_StHiVT
zwsUjhW=S<aFAu;$DLOzSxadds#2RIvx%5=TFx*IUiFJ8wTEUqSMN?UoGzy|(Eoo?G
zj~sltm7*-nh>a^QQj>qnS~&1gSRZ<A3@9)?irCm4=v+G|AnPE+IPes<FIj-L^Ho)Q
zqayNGC6ATYkX4DJ4bH^h5-X(l8J{tv=lepy#WA`XPg9~_U$8Eq<m9wjwz!ZbXR)_$
z(?S6pF+QUT$WUr0S`K3yi@3-o6pJnC7Aa5zt^s+BNE%RkN9b6^M>pt_VLHWmGaLna
zX)Sgbo*vG;KKn8<>?v33&DP-}*n^NVi#3;PuXhDwQKz(EfRenI08yq(UL@;*fNJtY
zO+|fgh^JgNcLkoCu?p@ZJoGwV_9d1ug+n>q^{!r$ZD|-{x~no1w3xpa*_$YH*)A|i
zdrM*@#@>*7?Bsqcl#bHRV}d<PRmJoMmpH|X=J0+X@i!$Jp7<5r?I~BKtI*DY%vOgz
z?_qB(3d+oB5Y&%b<Nej0CGQw%=)vH%u$)N|kc&JPkBlIAiv0^y$EO}auqDh)n~&LE
zz?J}0SIl?<@>^ie6ub7<Tv~qvI$V}O9|0ryX?+Y+zH>KBfBo=7sE}SCcVX0PGPhc^
z3Aeo%FJdflcTOm<y<$hg7hFCMsAI@S>(3KG=^d+F)J$hPx8}SG3P+H!y+VP!jsVe_
zEv&#161vlWxR+RZT8i-ITr1sTv%A2jYDg<sZXL8=VZc=SEw|MC+2b!->mCH~uMI=p
zU0qMn#q$#0j1PYh^vphCAXrOq?b>M@$}OA7Zo{WfyJ*+5gkfE^!mXdHcTI-N8K^{{
zX_GjI<o?jXbu1DbgDS(JwUuT}+wJXJv^q0y-lD}}8bv_6-!S`Vr=7nxx05(~HxoE4
zA#9AL;1Zq{t=v!lo$=ah9lJGlOSdqq^?&!w|4}ZF_;03sLSAr#SM5Pa*zBa{p>G_Z
zR}D~bHik6jb`kkbIOJ13M0L^Bf#aC8273)@0Z%Kx+&RHG#@H-U27D{7d>>3<M0x4O
zm<R`C*PEVKE0iC*GO;l*7ffDf#r5V)1bKX*%#l<zVbJNPn_gx9%1GQueYNki!T81i
zf&&6HOUUw%i@E<u6gVJ2-V6lx>|({TQ32IFpXxKX4mnA!45;xXXsxY+?CZ<cX`XUl
zM+P{Q%JE{w(mL!I(n3uQEqjaK(4~zBZFjFK&d`+i2u`VzYI3Z!%BmijyD{tz8L;X6
zu7GoIDR$_kmQ45X`mkMpiIU0=9!^d$>z#6~mYeR<Io0<k3-g8t!8iZ5VdSM_yuUa{
z!LAX>k7~(CkvUo~JG1Eb`)=!D9=djg(f1yeP2PC3-q@!fW|9pF?7K*hH!G$~4JBS2
zhP_K7U#G+e(hZ}xPfL+kSD-H5AzmMp5j}OPb|33f;`D-4<gt9mRG(_T5nfC$_S5Ed
z@0>4zi`{*br)fz+#<*zUyKQ=S^!9HjthsLM)0XxDe^=-vzwqEAqfg`Wt@%e0cA=m(
z0vkTO%Bp({q&9SFSpTUxWy4PfraqQq3H-GE=lJIO5=r+w94lRPHDbt1l|xbrjk4u>
zs%S;0K0nNhSzv@-&R&y$#(R7S8`P&kkPpVyVpBW!lXI`a4~tQgqkL2sX9>w~bP!zk
zxB9RVprol-%T-1@qUSK~1pbbR2-iCh6X}elv=(V8Wx&=ZzK3E+%qvQFX1>&!g4CNr
zu;^fTa{P3-$f3OZE9(kveshWp5(NHV#9F9#sv{<(?<eP-Q5*J`wo`4uaWo_?PF`jj
zHLGq}i0dJd163%TY6YQ5uBH*msr~oXE6aQ~Yg70tRC7}BYZErKasZt9io7pfJ1pr2
z`0*zTX?ddVs_~FI=9D^jp@SY~-Ad*)GC6r_?BwCCHW*i?>8NWNrw4;BHyYR@ZOpgW
z$Sf>7)<|13(v3>+RIE#6&*WxQVpEU4^kU1F+G_yrJ&!s~xMQGkSA_;3%L?|h*>tV{
z;Ne#0&ABwij4BB07BDMdR7oyAW`4+@1X`}~5qnO_o?kYFdSacd+C-A-X^%aQky>kG
zTpnQ@Ni)$O*yR&d%?9xMZAs2*Ue@5}p_Vv{p~+1>*Dxtbf)8oFz>|1CfiCq3<B@Kw
z<qTBR<Cq7870O&kCe|-ewa>I;&`E2*bF;X(xXY)afHM``@G29LxKyI&vz^y<Kax&E
zP$=%vmL~VYq~^O@WJ0`BC-5LZMCkRg^-nEdv@E`4v^q$Aq$na(WC$)?J9rctWYtQg
z|758*(Udtfv>THaIC*b0h=Qq5u%M||Tr1_C!)s<d?qISZBOEX34;rcJbk~#DJ89nO
zJego1;xM;RFJ(-BBUux7Ol1GGpC<=m24hH1R^?aLrU?vSjDge2n=?J(iCudCtBm*0
z{`Y@Or~$<MfA@DljH@Bc9PUqI@_M_k=J!twb@8SbySh4nZ9aaNFatEFp^$hM_h^It
zqp`pFsG;TBhiYNru1wvy+j9Dyi^%vo$QcteYsCc7Q+4wTR~=#^;_b+j&3z@wVXn@N
z(Wi6rK!lR07v^da?owan3PtFG{ml&%QF{;*Vk8zPq9b(_k*SP-afz=kpAkQEBlQC6
z&W=>vXRV$iBjU$0nLqiu*o1NRxX-%Fj}_h`2iW$_pjC;iz_^|dj0odpJS?Yig$PXt
z3+O<WD3JMUZja?u>|aMtMQTCbk9HdOLC$)*8V}FXps*c%lO#Z`9Tk|6a($Y@e|z)p
zSqs0p>JqhKC?*|>aEl~v2sH<NNN`$#Y_m;_|Mr#9IcbE4DQ(A}aPlmT0g1?Ba)-X$
z(B=@g7^bNNX4!Q})9uVtan}P6Y#a{0F$(!H{roxT$7Eoy#rsr?9k37h<8ket#COe=
zVD5!ClNEV2sCGSPfv^|p9maxF`;%pt>$NoRv-64xy@zvBj60dsuYPM+**<JAR4z>v
zJQRbWnk)vIODq8`kApVHZx)*lLh^y&#}M9U{PKLCK(zyO7Wg2V163>FF0gVJTSq?(
z=zIBS(R8L5r%0d)d)vpLmP0148sfelD|pNXo<ty(g=s%Z8+>~h?kFK<&LV!SE7u0o
zzklhl%Gzy)N6Z}wIllaX8H;M%GNF*z^hr-ss8N$ECdn)b<~=aDCdYmod=TylNEy*7
z;I>8ZJvnu|)t?U(JnyF_m^l@X`dfI=sxUBr;dH9q)iHEVW-T-!wBvjg5Rh4IBxZ96
z#43*+XYyY$m~GX<U)Us13Ps;=Dwo|MKPkC|=c&I8jJP(0=gQ^GUJ-G6`=;;keBLMK
zow$LYXKXNIaXrV@hltOpiI!qcJh_eENSgrvNNGs`f+JDAnm=83e%9nqmLyyRk@^Z^
zdkYE2C%}weKG<E3p;CAVG(jh==UFQZb$S`?l4%G1q$zV>!Xs!*F1GlS<p^$JKghSi
z`0{#8t{?+f#wk?l$S$;AZ()F2<>7#`WhgEs1wOvtLFzl?#V??rmazK)sBHt`k+CFZ
z^=bNxd(3T;kTSyx6p8>^gXuhba8IcsJ76By254500L=*?+D#9XMZQ+9zgc@*<V}Wb
zh-Kn<Fo^OL9y*!_U5;O)#EQy88e+H8C-DwWz1#a7spDhz-@kGQMbN+Sy9MWkDLVB|
zyBy%-c3YeKh-mkuC7Gq(n(Ca8>F&HZQpzRZ+CKU5)zDr-(T|jx@(!%gEoV2m@_Qdc
z8lYX~kxa37h2);FgACVm^GkF5BZagzX)#*u1lc>JZgzQf)=I*&aeW-0`Bg%f;Sp@u
zXKJAC_-R6?NG?9K+SLJyWDPDp<KR_#ZA{GCaYm%yip<dEXg`z93%$Zg=oc<t$8~Bo
zgVyFhMnShR%iQ??Nhr6G+x)jdAF7PJDk}NSUy8`%E;+;=%|=&W?!inOt6R~t3!Zp^
zNXh)!VMs&sb||4kiAWpdW<^Udbt=(sXPoQjc&8-=;H=)9N&B{J^>vCo{o=XkV^OKN
zl(ne|8+|wVHJx)WcRMl)mXq`!oE^C`c{~>n!^$$#>u$raG9(!Wk@^TZ7(fN;ygyQ)
zx@@EY=A%s?oF=*(*s3G(jx%-nU;$tfz|dS=4|D-eW(kqkL=_4pyTageVS3_vpiJ!u
zrt#WLmkEF#m5?|*K(u;qYC-n#GQGYy!i2jvWo5Bni)JI#n`#Uvd!IYVm92y{Qls$e
zR@Zy{<)58v+*=5eJ-}m#H(!u{U*)tSR{>a3uw%Mx$DNvOybTboI;mw#Uz4Rp>*d?(
zS!pLYuS6odS}y*MZBpEuqBh(_{C(Zj`lEYyb9$}eCZav|+nr9|BUig?`%G~D+N@)>
zg&F7DJORz+CtPw0Vsom@5%c<>!mEZ(^?$N>De-0Y(+J0yWX3u);uE@_&kz;2(9eZy
zlI}!c=KP1XCX~Q*{qlmF4V8c6VzG6L1z2|9^Q$Lfw^(W}ZNJm#xdZ9yBg2TYP{idy
zZi-N}Ftz}(A*PR;n)GGg_!qPgv-d=C<MjK5EX=G;2JA#{ldnsx^q(ZMCrbm4r1Tp+
z_xqINFuA7@HX2cxO;MF+waVHx^4JE0X(q!p%AeA9G-;AcF>|q!2XA`*Qg(isa0>58
zOuWfYuGva~Sl3?$PYY%IR`XHIO<U8YmSS{j=Wz6Cb6z!>HNJxOqt}0L-;pW>fj5cE
z111~blanLyJqGZOPtCu#uDIz45K0$4{Eb3tZ-Zfpr0MWc&X;5xPY9gGB7HW2?mG}$
zF)(w*O|_L_u5b}s<wBtVP3S|km!Hr{Bxg4YH8rjCZr;uO;U&roDv6^npc|W-+86_2
zG2XTexq0)s3^Vcc_8#(#dem=_&)J6_a-^nRQRNVdVi?_BVtwxrJ9!$HinqiqwG{9_
z%V$r@cNi#y4uvEL)}cKo{g6P%GV_i^(kHy#ofspI4>|$oY%dT_5;mx(6=}FT_8Igs
z84m>Y>yN$^l=C|{O=Qi)d>`bpGCJZxcqOkq+@)%cr&Tk7q#Q;$)T?}*u-wL%&K~Iq
z+o_~}r3aQFnOHBT6_dg&K&z`d@oOLKBri4O2jC}^nL8GUCB-x$?-QykFQbKKx|P=m
zy?MnkQov#MHD>Y2{Qns?dB@Sry%n-n{pZ!o<u1}a0uQLtJDH3Uxyv!*H1s@3+$G*@
zp3C9Yx!Rn2h-z}9q;iotOqi+E+s4asX+qQ7>R@tL#bPygd(NxjdvjwGS@0dpEsN-9
zpG^pS+z7@ZA#AGUyTNeS8358C&PfQHXia~`dpb4`85rRywXm~7GfEnXo6^EuEUK&#
z4vT$CEQ~))xk+;|o36&>3L^oL5H()^^ZDtjK15f>kn7q^lh>)j-fmpumQ<g7?^o$7
zX9&G&3SXQ~RZ^Gc6W?rMUcoKZ^9R0fS4QF{fvB+<H{AO8a!Bfv*NsuSsUyY*x$YQs
zr#Yz=NMDB{5rjepngudfPyXso2}uWB%a^k8@hf%qrCNV*rkGZr_OLN=xN<2WdFx9B
zQLi@?p>+P7>Eo$G&#X6}=Y&$tCbfEhZZ3Vg_s;K8{1-+Sr5NStDNLYRdDh4i@ZYhh
ztMf~J8s$zNp{xvHX59_@ZmqAl=LhuB3-c~jvqm`Q28f@TKVnh1f5So%P5{Khzgm6~
z4gl~>5e~q1rYH2*Lk@@tCE#*dupnL_R@k)F&68z;g!dHi6<XzAcv2ROCDE{Dp09Sm
zN)4uA7M5b4tT|#S9|9n!iW=WkNKJvCSoU+}C)OGTaMOBk9S%nuUki$xyot61xr&MT
zHf?N(-tp`fsWf$l>73ZOaJ&B5#LZ3O(x%I}BH~>nIJ$Ojmx4OLe({=F`89(s;Yfio
zecd%EG!|g;%#^JCK~Ekv-2{lK<GL8X&|Y(1ARbLUv$PV9+>s>cdMWGFJ#mlrY@gMZ
z9M{liPBPi83AA|_)=t@414YqDJqR+Yz<eaQV!E0jYN;I)@Y#C_w{{<JIit~F{PZ|T
z#0@mSGqzLVzmk{0%^!=S$)P*wvc6520lsF^*i-WAUM$rGLtMQ_ed_<gy82HRiE~i8
z{Me#xXb+D%$(Amqaj*CqzY>AhoVxw+G1Nx=&I-mvq39WE`xUh%3}{#Oz!mHy%<9!-
zy)Yu4i8oNo64Zeeg#53n2vzhKbA2SqkUQB5vtc|alY06vUGwg*WmI}|PpZo|HguAm
z?-lKH9sW1>q`Ou`3^I?l^Nku}JV5dxxNb@aJyo@wk@2H5TO*tbv1Fzx_q9GO6vb`I
zR(9Vxy$%5X<J-L+r0o6gaFnugxdLBj2+X?1H!q1oQRaUZJ^TmY`TsU{87aCMcX1H)
zn_c%|C1~=?3EmIWO{{9yo7gCi7HUf|Hb2sZ9-XlbFKot4e84%SqC$QOV1oqkme2zj
zyK`yunDctF?~0Gz<p!*zvlUNumRh@v?2L0renw2!N+~nFAnpw2&YnrFT^>%}VPwt1
z6E5|&4zOzenzf36P<K<Z(RXbBX1v`lZ^!hcm1NZUL|D+Y@u?@MW(-KTY-T#WPB4EU
z!N#riG)epF5iw*iDqokMh%qGYle~BArfVD_<TsS7Q}~<g8}8cmA>pq=OGtXX#g*E8
zuuiFh#sNx|UMo?v`T{B0x}53`XJ+97c`(y6ob6jq%Dq(J+htpGBk~jXi?E9akOFTQ
zG>rJKOq~%>2MQ+xyWY4qVUTTUkUM7(?s5P{X=2OsJ~^Kr52(T+cdf7M`t+yLQ>#)-
zAPpDC08jN0TMT@FXcpWxMbzh<)}^IZ`>TS_k}J1<W;m;K5>^LyvP}PL(D{$b9MH(X
zYzUlsgmeQyfetA(%cyLyF}bP0LhpVki#z1a+`piLBe&iqEwO=7u!4WaFK(U~Ag}s9
zvD$HKZ4qX<lnG&C)A(k;$kd%nto4&gC5B=K)>fyVke<!N)2`zt0WK{Z(2WbedPeG}
zK4Knv;|zNTLp2wF8UC5()M+O*HZ!Yaq?Wm4(=KbI`JqvlOm`jENv(UQQBH!xj-At`
zU-Q{hGN;m|BVImAa!4**yI;x7DtK@BdeC*x8thZ~rSvcDcQm))aSGW?3X`duT+fyv
zpaHWUewufqZW$p*M91G1f-I2v4+=$3x;T;CT7M=1n~j=5GU`^;ol8iJDVHtTwSObs
z&UE*WrCyZHH3ZcPnV0sYTL^gV`Xsf}YqO#QSTns-sWsQ@@)5^i6pWA`*~d1Dwzb;X
zGS}<Q)gyI|Xzgt2>&?}ZH!7ev)5O?bIkSz+Dr$<W96#z2tPeYU))h9q{i2B}Y|?NW
zQ^~;8Zm3~if?BP-sgvA-`D~-I#if0*R!b33Dq3kCY9U!RKBI(oDSlXg9y`P=G-=R*
zGX0thEA{(-*?siC221{%KVTc^n7KK?KQQ-#PdHcI=e1A#s2`(ptrfZ<Vo?o^dnc~d
z%ZF4h8sWxkSSXAru1JYXiYYsKc)~tjv2?y0)^4d2xer>9>qTXg!yh_RY;<~XpVC6V
zCXN}Gtqi4Em{cCj0J3VI+Ek#(5$e`**j|Y|+Cr~08L&BRGcU{TLg=ckK-1s6!C%c{
zzaRt8iJQ7CyK@fK5}+opo%WN#JKxQ84>diiv3%qE;8myn%r1HI<j|*>-$(Pd<dx*7
ztG0bHXv%9chH7Q|rLpr4aiysFtJ}UQb6rK)bDLDuHVDNaGbHv$xwHH|1}NlO9G|s}
zVwhI*I`ay=ZrT=)$ZqYDS%YzoPnbKJ=l_`fljVB5;+d&E_AS%FJ_l7Odl}wvanU-s
zuX|U}bC8WVJ;d0_pNTp?iy_CdBi+vbYLzuUJUsj>zB5E-3m`wpo&?=o_&p1fZ6Iie
zAqqvu+3mskHo*R?<a>-7Ls9*jaDyJ`7f0|b{#osgE11U*745)x$Fn$l64txB_B8m8
z_B2q$EX^Aft*u(E0KAh}?o!_qaxzlpFJFBlT!be$(K$66$$30Or^Mc>30?bZYl^gA
z(quco0s9*_r3UJ6zAr5hf%5>XE|x4E6yl#0Z@PAzgqwrS;(8(LgiAw9k1o8$aj|qb
zn^4adAz>aYlQv|0NYuVerOmB6Tcapa$|uJ1K+EN@fE#blsFge7px>T$^DS=b<0<S7
znv0^6#$C+XEMes*-%qxqLNLL_6=%S%#O#ENicduz*(fTp9l-(S`5Bvcz6zCeU9O6M
z(>uiFrW#w?ez4l;AN%GSBpUH|oia5*7d9%gFfx*i4Swp#dNIHvP?F6#vJwE8hJ1CT
zc2DrRqnlqA6$LMv{*GD>8#GU*WT$h;X^1vfFHTjYdUBjAR~xzXB0tNg#Arv!&?-No
z;VgEN&@S_JZhL7z`U&ATdG6oL_?vUM#q?K#j%v&xb3J2GH~uYX`}Y_9UzfoD%{}@s
zBVQgRkTJn0o%_%yx?@`ZEf^U`s6Yb%+lA@h$GX}!sO}J4t;DC5bgVMrWl&?EhvUAW
z_MnqN^(5P=Q;5t7O<}U{;iU<Ke1o0NhJYKCYMB`|MyWiSaF#lFid;sfG(?7+9)XrZ
zIT(rBrs^khlg2qq$TO>vq$(_f8x_Wx{Y11g?m+i&Y$GfPJ~)gopI@Obee6m+>cqQk
zOX^LtDqH1vB|@q0op0aE^8yKi-;fCezad;FMAK0K5&BZ%^qt*L5%39W+6FNdJv$fD
zenAW8n}@yNrHsTcBjpv?k5479vgOkEt!fMs1Ns!3>8t~$y}eqrDTZomou6u!7RgnJ
zSw*Or^;bf-3Y9f(8INI^Pkc__KM-Y_y^2%GRu_|EVvb`VPV8~(n`8EX6CR()YJYg<
zKf5N|$Hg^1JTkhy8KJy@CLUmki0~`OPQp}irNb-Xt@V!g{5R9*3w#=>!bg}mrc~F*
z?(j?td0e5-_!8@a!pOUD=W08l^>WDW!fxruvO8*PE%}RCDxdrbyS0uMb#_!M->~xh
zjWM)`l|s}Uo?+~I>56Z|aJXk0?9$Wz<$%9{7cvQutE>JxzHw}vk=mfY*@;)JV94<8
z7p~Wnkg6BN89qt4YdF=SO!pc>{G~+155v`%W~S;&yn|Zy$*|L{^1Fv<8f@3r=01<F
zm<rb2C#{pHQ#L>HL-Z6=FIz_NyYr3)Fo%OkZ-e!PKHn*N?lb0>>ez9c8sOlJX2|3P
zswot*E5B^>J?PG78LVC`A`TOY4q^aVnigfinQ!!)py6OWApkm-QK%dt`WIs+Bs6ow
z82UxNpMFP2CcvO52&7O4s!++zGi9&S*VFDyo&2;he79W_V472-NTelX_=d~65(&DH
zp3oYItPz`Uq$`%afm)lwcj2lAWj$FBqEP-D%l#uA>FpH@kMa{HO4J;KzbFt-b{vYn
z{n(c(*N~a2nR%{5R0^Bny?dTW7c}LRm)Wu~*E*e`abb+f0=?uoa-&4{VTOUt)t3&E
zS8~yd728`EL0stn?`Ec;{QEds<?j#p=$CPQF-w>{Q6wo~G4_bLu8O8vFU--Qdu4L9
zv_IPUtMBm+c`;&X_Vw0;PNr#ZH0H58q)G0O4z3Y({l;S1B^HD?v)krguMH)ZVCLFu
zJ~;*3ucTZ%oe7;dZAXybZc-rcd+{qU5>@}2bMyDK@L$}+e{jw>wrAIz`fELbxYy!v
za!hJOtlq=UVPy;|N)-G`C@6g4ozuYWRet1#)eu(Kl@v}<J?$8S^?>x=yzOfy;99JL
zESK>R@Otz+ZgWo=l>8$Hv(+7aDN1+YQqq}PyX}~T6%Wj#y>o@6-cRDp0L*Q2SFJK5
zhQ5pOXv_Sh$%!^ziQJh7Qj5$E%=~$_l_QAS=Obu&W$QTb05>^)WLBIx5W8ywKKu85
z+5a5q?8x;IW{uiQ3uTGX#@)w>vKaeA<$NPnW}{TolsbK$d}j(|g3rC?0V>aPO6dKo
z&wISUq=x$|@%XSfufL&ts~QVGw`i~W{`lCWgtdNA_L}t<9v>#2wDMZFBJG*N6`Y*c
z8ODffC5J`ey?h8}VdWZ2O@35<l)rHdyLjU8StuF7j?D?Mywh*}7rV^GvLCW#B(LE|
z1D>jutNYsP)UaInJm8x#*0`y6E!Z1g<~|WXQ{SN&$0X7qFNX3Ju@dy$#;K){#w4$i
zr-t1CdnXj7P^+N41ezE#@FGa)l*%YT-P!2)QGf#-r1fXiHK@7fmkX_KKmXTJgKm?k
z{a;&8|58mvWA9{csSc;@2OX6H5^miJHeSb>YjQ7lpE+ll?)<4&C3bg!G^T|=RrJl?
zk17F*o;BNE(6Xu5=80Xo4t%Pu%wt^f!|c$QST95OH+;nm_|NR@|3OmvAHH<Mk6Q=N
zI2{2W^-vMb_=K~1p(wTLq@b?6=uq;z&7NvTlsrCDvY+-R%k60Rm^Wdd#Gfn~ORTFR
zgBqeVwI8m##dI?x8?R?Y%-nU5XswOxbD>QL;K;G4b46+_qqBwAKkckAYD<1-kT@of
znfy7aYi@rzG6b#-?8-Ul#@g!7$!r5zCo6`FTKDi9j{c}wISifs<wN_GwCx~g{O@+&
z-y~pYlSyMaFVzlpZDQdwOuq}O#`4R3v|xGia=jSJ*3LrF!4n{lYnz}ygE7MQL)@w!
z=jzNXL9YM(cB2skBB=9;NzI<nT+UK5V(xqhN{1k|%oj3G9Khh2r`@v}OL6QjGCy+t
zwB&3Aa1!0$P-}Cp7<#4_1GNg;@Jo`k6TY=3oQxQG+52{h8hpf|fNOhc7T;0qm0tjj
zIUz*P%+;Fp0hv!``2in)E32%Baxc$5xO$$1`Wd^!`hN^5__ulkPkHq|&1%(=#y0pM
z$t4KXAf_HvCzT<C%>nWF9U?HY3+q~A8e>8+l(np|auiac#z|FXkf6(l!-1giWL|w#
ztzz_<f5`BMev2aMM8RkI1ZOiIa;f^&;r!a(@nE63BWb!f4}Up)_f0#9&8F!-cooli
z+4Xo>+s?ZB@*lsd8UuzAXSsfjA55+@dWPgBX}WiKo*|sh6lw*GS&~M&hf4vJM4F8i
zz5uw;LWTN9Hb1i&V$S^H!oPPJ9Bk~e`u02TV16zHo*}7auR-R(jYd##YA8H&y{d(K
zs**YUi=lF9B*s5`%(FgEdhf@)JQZ44NI<>CW@W45tB*Jz%1C`=%+WXfKla`NEXuE6
z6di_9N?Jld8A?F9BqWAVNkLFry1NvlW(biEK~h2~MN&jSX(a?H5d@@>k{ohK&wBCy
z?eE*?+<or8XYXg9bMO70M;~V9ec$!2_3K#c_bV?l)>PVPdwQIYW=d>7d5nJq2zKB&
z60qE{;PKOy!0%YP<|R(>D=4`kXAphd@n5UMxbTX_`C#tvpJsgqCP9`fika}_TjLwu
z$Jm0Q<yP5?>66O1Lf5mO8qDAQ(2J4%NvDXD8_vMV#eGpFkt6oEoi?S!iF{&cf8=kJ
zYrJ^EK9FtQ{b=-|E1&?{>@lzXOBm@j2SOo`yx#{k>VdbkK3aSZ>L7DP1908~5Zgh0
zXW~|QfccwJcDRp%JA$51{mdtLP<3Y&x$3gUT5?c@rix5k4yWw;*B8ztxoMULaLx%-
zoH?z*JcwR+!FlW%Ryi-m(@^oUak3%fWaMNm){MJup!?*_X%HC+)hz$p|MPg};KWJH
zA)Vi8h_?!D%RHPo<JzuR=#y<g?V~vDH7Vs-y*s%im5v^Wc?}Gr1K>n*9`2lh$`ulv
zkob^K^@f%l(QWK~Tr$sH-zv3DIO@v0g@)J>+jtUm#K?s|!Mj4qg`e{dB!H8X@G6M4
z<O>?TwBV<y^nX-w|F-%gm~UL|-Pm<@o$k(#<<$vTe{>oB7C6R9J>kHAg$2X`X7hy|
zDGr@%XRE@t4m)8VK~Q2L-zkms!rId!8$K$<y>9vE7IU(yu&xpm6yS0tH8>+#+<$W9
zg%{`f0=1)uf60|xIol&DDC@v^Tdb^FaQAvZ%IBl=er~(+yBT?qdt!8KmZhLs-Fw`g
zyNuVt?3#TT2ev@O%TCJeT>@?&GN51y<PS6YcY=!<*RxLy`gbrDtoo)J#)02HFi<QC
z%N=yeywo3l*N+U#>l+U1ram#~JJX%D1JD7=BZVj7eYH!T@OlG8Bkz)`o)o#$#`ZPY
zUMBRf<yhaK1MkE0cJn}C-iTvs-!xE^0SdH<+V<ozs}{iu-+yU@1=`zUJ)yY32lLpw
zIw=|<Z`)(a2uc;BA2Tz(wcDO#T<kr5<&eQEt!RE&uc!{By6cfW$e}U&Y7tD^t`Zz_
z9^J-~$h76Z(wF@JYy|Y0zd>FLNP4W?<D9Glb)q%bWDv|8-CHG~EF9=B0=X@NW;z+`
zk$?P{rA@j{^3hn-98Z6Ttr;-xXz1u~yAkI=jh&zplYjevX=KA_*AG{X1&!EN8cF?m
z#O7n;-Yk3)U*FXb9yob_Pi_*u3)SYVKrvU!;i0FpvWZU^)Czr~+Sjt=u%E~hIe$!V
zZf5|56wqdG{y5$Tq0O2kyaNH}f{yihxn3=UZ$<_$w9fv#`ePCQHWgILl8_fn;NPa?
ze|-)90NBP~q&0Jw-nW)k<T}ze+V}6!n+(kp$<56WXvAiN&fVy%rc8kh%glsF0W;)q
zN52U*&PiMEBf4G9lL8>B0^~N?fwYn~)gq7qO#lb@m7h0SJETQj?{bbiDSi25Y|>5Z
z41wym)1DXitw1rZ%8AMv(1_{9)XkrTM_YxR{2*%q_E*ehGCl9nJLv`=gM(`cf5YCC
z$Spj@>$rX#M*!-3ND`snlmMQ}#OqKw&H!em^y1}D5$52)wG_NH^j&NU%LDdJyPqVW
z&~*vXUtTfmpHS6YX7w|$sUe4KRwGP8TVl49-!GG($mgMW*F~A8<E-P5BR+O1y>MxJ
zQCsWwBejx>BR|=PlP8D6*^iKN*I)j-mGS?j4fX&0M<}Os?n8$2Hm!NLGjvE8BYD_G
zdSZKMUja6-z0e|9NNIP)aei-!iy-wY^*P6h@dr_!YYl16^Y$q~5^1cULymD*(KXw6
z`$E`|U1i+fh7C{GI<*hKvtG*v`b*a|T15NJ2)OfV-~ls^fdj$JmzxKQTwlfk0E0HU
zkb^D>PF9x#pM4SZl7Kb>{Y6r6P%{;hnOcbQcHV&>Bl3*h-Xi;MqfJ>>Ai!CZ9k7VM
zq6w-Vl*g@dVns*psZ6col%(b4dXGzHIS<J{A8%Iyd#(^9(5QlY!4o0b8@Eh@PGE<Z
z@@K=>0$F?#WYM^+!h`}~wp3VTqd{+_K7vJ?jGSg?M_Wrvd(wB=4jC+O--b!BRBNuW
z+i!Bf?kA5r0q*8q#P?tXRrFAdv_t5&Z9Gp9AyJM%(NfnV{#N$&-@_TFERi(CG6{q@
z?%Hnean{<2Fpf;dwq?k~`xBaEJwqc_uJM&&<H4Z-;KmraAN!#8oLqJkIK^Q<f8)gF
zILjC~JjdT1U|k^Ap)sN4^D|cCi4F=RXOHM^gV>4kvT~67C2`Hfh0;<_eyx#psNVC+
z-mB9?%qyTq1C*qMrV2_{{^e2v!xkJKy6QI=bou+AfX|<U%!5}I<n`Y<#IxR5)#ElE
z9;+;s{6(N=zV{-B+<fC!#w$mLhLn7JT@c_i8OtxJ%0q8ruQhy9g`LDTkosIAe{4d$
zF&UEMm9#`_kEkp>s=Ec)su##ZV8T}Xdw}(?rOAKz8_l?g{0;xU^&A`Hp&wlMmmEb;
ztG{j8zhQeAe+{%({VJXlGA9?AU9qroj5V3r(#Gn2G`i+Wp}Ds+Nh+PLu@ZN@=MxCT
zWl(M(!NTOHI2=cE1^Fm{1C{@scXe?%(d-L99+HF04;n#JSGX2IYv9%6D6|7JKF6nn
zxaM)ay8{F3lVEr3kU0oA2{eM<cRA$AJ6xRo0_+1-9hV30BMx`dlY|X5n2+#wW%Owl
zq4EQ#1*D)<QPOE{d19W>MD*dbirhlh0c<DxtUnE|8%xp&wt28k-;CO+`FWT)Y`3*9
zw|Cr6eOjch=!g_#FvgDa>OekZ#?O@8hf@>XaIluY`yu-f>j-AS?3F`aC5;E}s={gJ
z9%rG$1FvD_BFm`PN9`L-Vt|y0bp-~;`rDWI>zZM5@CKSA*6K~!3;r_w(lVEOvrbxm
ze5ubqKCGS;IrRosl1F8Cx7fj60C}6acTX9B5QPngjf&=wBHn@Kp3d*I&Sv$aO8G$G
z?sP-pe;0=TpUJfLy2t1=;PB4@YwKVM#T<vOe!TL^Yx7t3#ghwm>sODrd|qEK*UUa?
zp#XTw9XKHXjUSI5r_Fk8QE6cN&Kd#XxBm({C-N0}BT<^K{^HjZiDC!E;?qhWt9f3Y
zk7ATv`CQQ7ZpGcZY#j;XLjJ7?!00Lb%b{8T`%nug@Q(s85IFe1V+Q?I#SjE!2V%JE
zf1)>g7m9yyvx+`sULVp(&$ClB*c!8G&7Kt9!!IB3ZC55AA|EE7sv4g=%4WEKcrpE6
z>7fAmO}A_;R&FeP`S{a*zuXURa5x~a#cpGzYD=yW#rW^DB>%%a@{g(=R5gbMK_wGK
zX>CEVEFDlRt2ezz9IBg`=L_q~xH&vwg<b|}2M~SPd*n4q(Y$L)xj4ko+Bmi;<|rYM
z_#4K?)<@7A$O($A*_hIZ#ufXY*?0n#4EXBw6Lc{<tOA5bK8T)5N52_ARNhTzj`9LZ
zcx!s*;V!@)8Z`du-4VcXfD(z>`)B+WaE}1r+`H7a4su;VT=;3OI1ajxjZ?VpSs>2c
z0;Gb#K7fyf{&*iw)E-BnH&iTt!&>`99t@liX>52f?-L$rVUHJ%{R%RGJb!C~xuzj<
zLiFfRbVOKY`{dfUN+9IdrRAB3IFI+i=tJAg!*aV?eg2JXQ^`-!pnt8#gUv&bXY5-5
zx-C|Vpw35cYT=^*;;n}d&$M^w+Y53F4T&!dQD9%<mdycdySMxv*cn>(F#F`aTpB0<
z-p_@v4a$aL#8}FeKo#&lH3wKt@;5wpP#GK|pB4@T?f;DO|E+6KH(&D!Baj0CU3|J+
z_wBOTL4+OXi+8pwiuVgNULEP-m~*5@jWgEnH=eaGKibWnd|#nCtGV8k?YUm~`S2~F
z9Q*iQDQ*$|Y!Jl2Pt`GW8m|z{`CI8~1Mt~^GnD0_bv93yCGo^)G#6xyl_y@O#_DKa
z^wY>#?*KOLcct7^Nwo-1OYwuKm!>BKhQ?Xi^PqnkQ=Xs9VvR=_^znJ+MATz0sMlpD
zSa6L;NWmySQ@(gz)#LSX#p@rF3JzKek18jiuGvwKxixkSCf9C6=%+v3tDCIz_Rb+<
z0rF!V#Ss4uuhtgDtRMJ=8Fs%nE>Jv9L#g)N#--%NgWW3TwWCllSqc?k*-YZ(YWEg-
zPa>topWDB`l##!femRpgEXI=9aAdeC%h0GPq5^nsUlS1SFVOCG$n^gqA^2~>{694!
zMrhzEuM+=WOBkwBcW*TpYyxmb(M&M!a=}0R09BW0CR*gcIXaq2jSx^20pXf|6Ls#S
zJ?;oJr8~SN2g){Su7G&f=Ny89rx#($=}z`X!0qJ)9FgUPXU^9+464vOgDOp<7=Df_
zm~uSuhrxR;g9GhPKzaxBzY>RF^Xi7#e#uzm{aE{M1Q;W8+1U0?<!re$d4hSp)q95o
zi`g_BgMmnYE;Si~8Nc<cEp_ymzE7m)0bo4Y@21<6YjRj9>?cPqZ9XkPjbr@e`#7}D
zKF4%1iwkU0i^~+(e%zHVw+qY}&E0{YukllWt#jJY5APO0Qf$H8W<tN)9D(ZVv|-AH
z$H&HN**o2fpqQZ;-*vgcNe$pP^t)A99y)?RZ1w`^t*W_ttapMoJ;B9BJqkIryo=rs
z^yLR7<_{MR_Xa?#B4b{?Nw(wti(o@TE_jlIj)Y3_dP{5PS+E5j&w>Hg7Y5k&CH_*}
z$am0_r+t-Z#&l(!47GcS`b`?OK2~YzFavQigYE_Et0g$ztKh;v;KEsM478Y%)Uo8^
zn45j|hNa~S3qLa-w1Ze?to_du$w}NqaIe*XbK_h-%<DYG{{{hnsx3~7fW`i;dm9Ox
zj~!e*48wDrGJzp~a|l|WSnq-M-woTafWLmhgGz%Xf?x1BM*<e%nwK%aGlI(BQ2dpW
zIIWiOKW5ke{mfLllupduO?GhBy31y1ZxKJcu3Y6M{sLqU!%i5EJT{I3nQ)2INsY1J
z(Zga~%pKoEzn>g~DzVKc3q5g1_9*7Zlb7VoG^0(4OtprNE+Qu6aA<<w-TKSSxU^BA
zSu}O!0)V9w;)@3D69`>nj=G<?j%;elGlHB$q3-Fv9B`Up_tZUsc)j8XVCOVfqH<ai
z9UKeeRYWl`&R(C`WCi2Nu;-BXHI5YSl4BQI4ZM13kJQ7qT1-iqtv(|nemabPMGp{8
z9;<>noM;?yDM3fyaWuk*`eWdkKG8TLoVa3T|B+C^<t~k@tykI6M@E2tCl`ES+pn+5
ztj~dXwG^S0vW^8*lKtNg#Q*#|!O_UGV6!8%W$7QvApPT4C~XWxJ9HItiXgv&{eMNk
z{9}%ua1rlnByml94Ew!kVJ@04ei<^^zd%{)zT0u0HgPDX@%fC3z4ntz(B=fi%<S)V
z9Nj?T@0Grwi#;21Ib!yq+`Qw)WQx59P%Gnd-^S5R1L#99iojd`W*`#a;qSdcFe=6j
z=g9t~Nm>Y;6Dq62%Y_W+YK!$PAbkkXpq$dy$!5>G#y3~dfE!=uKk8QnB<fFoWT!R)
zHJ5Mhe=P>FPAK~fwsAof7a*R3$O9}N1ig~**hTR?FzkmB4VpV%c-xK5%p<0=n(Ys&
z8#i3TWIs>sp|e|k*A6x0PDVcOtu?L&%fJG^ob)o6qgxt7#B~EXzXLNm^v4W>Sz78{
zi8Ip!LtxYde*L~M3^t%O01wdvBa3@i?u{1K%+lOn;*hshadt*A#(#Vh{C}Tx`$uE%
zKh<*l*Mq^G&%^$^e{WAc(EqHc9^Soy`=EKDvpjI@zTu^Knltu+^94`A<_av`RPRUE
z$YfJ<T*eeB!KdBD3@Q!79?8og$De`GQh0>7h`%*CV|qmOecGgYH){RSiRkw_=9lO*
zVZacj&Xfbr(TFg55`>`6`FuYi`h2M6qv^MJKo&8}BPzEnEl^YlVn4gfo<AE;9?KK7
zp9td6v%QbK<*c!LK}U+yQPKN>CLaoV?XvfN6!abiVkAni-G?3QDviq-`$+%@K-ipt
zDQ5!j0qVH`+ma_g*q_!sSUkChy41X}H>KB>9m&UdB#qOX32^BKVXPApA~q1?XsUgu
z2oz->!I&H=XkeZyM}L25bpe+#Q$o;uV2d5qZ`|#94it^kBf0hJoXTy->6<GT53l(P
zJF0!#Fg@ZhVSl`EGK$S8$ip@si&TyLEIh`dn4NyuYs;l<27DUM9*cou+T}5FbD1zF
zMQ0R41X(BOd-bm|`~S^vdQg8|S28=wY_TeQZpicbyVuix8ZGsrupL_}-QCph$-19$
zd<cw9pC{-h=AXcu!Md(=Z_u@Mvu9nwF;8V2K0X9;#6li1xwm;S4#g~kdwfDvd&s@)
z%r@$C?UU5G>>W6kbPU)H{u&E?1W$jNZm4Dl?aA8i>V1+6*Ja-M>c|LE0qs+&<q~R>
zIQI6ipDD-qv-4FK8;`c$Z?qQ20VLl_!UI#7dUD`;%tQlrsZ*7sH}Ask4M4x0FvozP
zx-)j!@QIunGwEnMNZ|Es<4rC#LND5#+@!(9V1dnlQrm3_W|4#1##_#!heYE^XF7Sx
zZW-L6fh9q1t}sGux%R8(p)L87B)sj%As`;!7(7AX^K%2;ynfbhk9&`wPgG4)Ms77X
zw;pw=f0t;@zfoo!7*zQ%J0rVoTF{mK1r!MQ7B-3zWqFrFa#|pd>Q9T={|(Wg|03b{
z7mNH&OVW(9`GS(u-)R4op8kesy7B`GPJ>d^ASS&4{swT%fj{!cam@RocyzmR^)Tk)
zx3I=xU@#}5$ThA=!D`YSw9bV7VNGK-iADH~k(RtU-%H>^!u0>6>h?d?wfV0YjCGXj
z$}C8E2{9n;Xxbi%o{NJ_Q)b9Cl>_$cskJKG1q_nE*{_HQ=SYOg&px3OtsFfL!0YUg
zApTnf`oESe{ttNVsr?V&2kkb3g21OA{=-(=e+B0M(MtU1`~H8&`2R#d;Mf0rFYljY
z{u8YKl&1fbrvKIZ68`zVf6DTIs<Z#&v@iMZ5n^i>D^D*EYjbDlldFXTv5>GNQV@Ci
zNmNWkMCf0B7ZLpHcWG&)fV#Ddt(P5ANJI$ysEri3^U%#2DWI=u;b3j)g%r@aZ{c<N
zi;A<kEx4d(Zw2m_5EMiTC|ldx+Ib<bUKK+MsJM7pd$_qenR{6idwJXkH!8Y1xq9fh
znOj;Tg|7Y?T1Ug&(-A2oD)#5Ag1wigmbHhXtFxP{i?xdvQUWP(!`=xD1pY!JDOp>(
zT3Hjz$`b#zFdw{?OadR;)}eNec&#TCRD_|d@ZGR_(|X^**MSdK^zd3=2iIH3Uw6U~
zbFp4j;wJujjWrTkzh`pYH-$oZ>+o@X>GI*)+J^vJ@81u7ye3CRxEs@C7FLo(+Ap@t
zQ6cgE-}o<%kUfPv(eSxKzAD&dYWw}AN&SP>(fhX~<PY=?akG?9bV>}LUb!nQEKI@2
z!IAH^^cCE=`O@u67(%&84DOSFl}h0=qAj~>;#N2BGvYY(GKkKU7S8#tl#~TF9iNsK
zVMjq%O7oZ~5k?e`@*zaM?F|0*?M$9amBZi_-Qw``s+=5;9uqn$z^6H2jzz|`9v5hM
zT4GyxoPIq`VViwQF2FJrjZnrQp0U6fRcJG=3Lq;6zJA3$Tvq=mNJHfoj`HyE@b#54
z(aaF2Ig)td@zPEmObvr*QGr$Bzxm>|3#XD06Qg17nntu6CSZoaiI)8Qg8836B@Rux
zUU9g07_N{teNBK7;nZMM`n0M1_sm!bbRSHUj83KtdsBtOgOYw)6+d|+jkPr<G|Q7B
zmNvKvA-ep=6wa_JTJ6rE5Ra|3`NO)Z7n|JR0w3I`q+E3Tgwa9zOgLFdi{LY8HmtW`
zB7|+NuR?^d?wL>1K2w&2d&}ug%Hq{2;cVPD#zmi=xBb0Zjnn}n6LR1=wO{49buljb
zl_KwlIfYoQU4Gq88Mu#ixvSoiLNnHTKsorSu<+PxHl53W>Vl@IHtxxG2{XNRtFV=>
zVK?xg+6aT0P}jV8V#<UTnBwZqFchJKCQV3z=W}~QPojMx_Mu|U+_al6#+Nec7bzYt
z<)c{w!Rw*fN!8<c;cc;B8sujD>?n9M3(UPlKr*0?B*l36EDcjKFE>%mb(lbKNZ@NG
z^ef5hi@G00?tv*ZQBl}>XsOMAFEXg~-`@;6^CdVD!w09ia_8mT>aIzN_-)Q-I-&1I
zQ^^4#gvMe_uMylwR1NWci7+FTj=Og59<$Y>Z$vq-b3c+u(7fCU^N7@{XStvXXQxns
z5BukF@I4}JS4Wf-EAI}yyu-jlF2Zw{YWK{yEA*i%cMQXK*dZ_|AwFe$_fgGn?0!76
z5s{v<hkpZhZ}g_PuHkxmv)h+hf^*_gYH+ZsH42QNIG5z3m>WD@nWfEl>Mvu`eB+Kw
zKVY@D65E#pKOO;;g|cI=&$@KzuMgxs<*@o~@%$VmMuQ68rRuxP<Hj8M{HiTGcxOEI
z%k<3EdcL0~u?7YP#wj$L{EVf)&iG!{+PU7-(?h05U2zq>k=^VOrYQ8BFH*13Xo=Xr
z%?OU8czM2wX5~g`NHsEzktiNUM0hhNTGLjFk+T2lY?6<MvKn=)1c?&7oiN99bY+@V
z?v?=Q$~+j0k~2Oz{mPr9ccxcy8u@x(!@WKFi{j=~W<G3H?f;T54-d<nV}XQ`08zOA
zP?!c$nSY&448vz>^Y*UT*1B(md3kwF0YPtU!*&>guam+)g2gH$uOM2kOx#_5<ay3r
z(B)2g^3M4PnAD~B*$&m`9CMU$2DA|UY$TyDv90b}1Xw~t&1)A#uC3LS^ILpJ^RSo<
z<Dg|yXuu_ebWIh)cKGS6uUCHbGj*)9z>|{d8`;ZTzEr>N`XvFOjG}-)<<Wbf`{FE5
z6~o|b&lH`OQbK0<CbP8IXEc3g{O_MA<BkOP1VJptP1JV<0+J!dX(#*Xb@5NDT}6OX
z<1u7Gqg9UAcy5QJGQ348t-$D|%h5S|6`c&0B*W8Bv$A4Gz7~J^vU25axfJ0p#_x5R
zkWKifij@l|PSY=$(rm1(a?Ww7jJ&a~ID`$QTV*Y652ME5wq8ZZ29loSeZbf7eiL4H
z2q_Y3FvBJTcZRWVX0~Bw{P?8A_-DdY_dVvme*G%Ub2pgLIaM9+{u$V+F%W29zNpg&
z*<BnC6>QSFX*&sT*NNH;HLF8VG}be%!_?y;NstphJ7=DxDEJmm${*N{>1m<ABT0Yz
z)hm4oQa1J++N8{$vmYoemE8J?$Z}YMFWp>tb!nBT8FyBLU+2aVT_guY>3Ft8c{lF6
z`_<8Eg_(WrH0XJtov6+oJ&|)KRW~Z<V!l&)==Ujn)l}>!B$eoglpA_CS|f>~=$Z*%
zZ3{bqql1+IRn6=a*w$64PO`30fA<^2ez5(PwboH~38g`97S{`$m<0al&01Uce0I(c
z)pp%JVy)4iIo6u*knxHE`18T_Cs_;BY4h$}dU^H>m$@&=EZ;M|%{Tp?9v*_1!msb>
z-*R1`Y0(x8%v%&^;?=wsy3Y$i6On*vF#CCrqRF57ZFxuxNeFRbfPQ5+CAqs4{n;Ac
zRHH@uXQg6a!^s+C)gvKjed5Fjc(c7pa7V!=5WHnS@oc#)qP65BsBMshW*PVocr9M&
zzV4@t<);jPAFidG5fVDnrJZ~V=p;n>k9&v_#w6jUApFalNwE8+LduT@Wm6?1i)Ytz
zL>*f^EK(`o3GrHu3@M14RbKvC5IxnUeIxUGVl~7OO?TmA(l77eoh`e6_Klei9=9<E
zy?SIn{3h(`RRR{iw+s^`de<*db3*udPB`^?EcoS5w$314iLFl(G)!;`5&$P!yl{r+
zO3WmRkkl!qYBJ|C+>D<lA~ItNNmL@@7J?IDV6rG<8f*1aEfLDvRHFGU0Ni_tVv0Ld
zK_!qDQnSwROC5J@<e@Q;Q}0AA55Na@Bq5$t*o)!Q*SivSd=NN8iQzp90l7vAMp9Xy
z@cPRm2!f07E)JC*D-{evi47JfnzRo+JVlE4zKKfXOu01p#!rc9RC4`!#q(5X5Hh7G
zT}b5kv#L8>rdh(-&@go@7!mPDR2bfKe_nx<;p=9s?KFlUg%lGT<hb1iy+awr1;5}m
z5!gcX%@+(kLGe<*;)NDG{?X~!DTG$mHok0nX#h4bA}br4_w1dir-VUx9ky^@XC5*V
zFyaWLTj)Q$DdQ%UXCOdn6A%1tnemgK>dD|WqHsy+u@Ro`nQj~mOgw=IH5Gmt-{2A?
zrQAYbt2_x$DZ6gKS=dmAouooNqF`<acGTe&tAnUP==Qz_DlL+7WiUq<iktwBH^LSp
z%1A4O!(j1J7?Wi>1SBLw5Rguf)iIS);A;yNxGkO7>>*gOF)PfSvzW`K8GKf_0ruAN
zM+jd&)hr5>Q@Fbw+jOrL;jGkC2RzSz%0bAVx`bESNM&%L!ik+i7_4H9dR{&46j<An
zmxPa7f5l@u5JkErSCU{><`77mI3N*8Yrs(H1m11Viu%3Eui^o{1Id7wwa#>TuJwI9
zW(sk|);i+v%SPo#pKCrN9CZ^2Vg@*cgiD7|feJ)6FDR8YHOXTZZLWjC5uEW^$(Pg5
zSwTxtZX$)0G=(v;(g)o5oCOv%`wswkW8D>Y!>f`NTneV<(kp#tCmjDrxrjrCBU=s1
z1`7c}5h*D-LMqt?!5KnMe&Q1aw)X~<03FRlN&NQ=MK5%00-VQV7!j&ZuW<a!b1-=O
zzdQzBPdQ#p2yU7}AkJfWss4~!&Mvl{gg?<h8mL<e3W?_roKr&S|4=9%(VgxdvY<s9
zn$vYPeat+Q^c#8(<A+#mx#w2$X(j<BLD={3gP+ASZa`gx${79|AD`FhlTcASgJnh$
zbNw~|Y8-Emu!${Z$|9|m4H!vycv6iXn$aTG-~t{Id;ggsBF<3M!wO<{qy%7Syfers
zB?zi(loZCir(k12PGuo1JHc=4$jd>`o;{;bcGV36kkE$@zSg7DIjFb;T?1s`!g5}h
zr^1Y#f(%F(P#(b+dZ>k}>G|$-{B-ddF!NLd(khe&!%P2X^%%9W);lV^G(@3cFuLjw
z?Dc7YVE};Kysq1^OY$h3QbaSD5<oh{%TwHvFP7Mn9|N4^I1Co?6Y>9{%wTF|4Gq#5
zL0gCfLRn#0)*6@<ggc1V^3_skRgsl~U<5z`*qJ9&7H^;lBW3aUn~7tjEU!b1J)<V~
zN3@Qy#ox=1)DljE*cyO~kajPR_S6)`!xHt8=n{HecnuL<&H@kik(`<`SoxJ8?R?dU
z%V`jY2IWwLD|&NRA>m1gfVhm{UTWnLc%uSkN9UJwq1%=$5Fs_mz+cf^A>>Fipg+ZZ
zM_$BS);AjnWb()+?iO$$4L}*euJuYg9~q8H2DSwTF~%C7n8=pnW|IKE1mDWBXpMA<
z;43&~&lYMf(^BKUR*5dnQ%s3UdC-}hDaU{T0Wx)jD<L$oAW`0=YY{F5>fj#XproWE
ziVnBGu=)A(XVxxMat!n$Ce9`u!bf*i0Hy$LVrOO|LSxljFN4)0dGVYs6$cz)pC?S8
z(sMZ?w(Kqm{HDHnNARfu69P#Z?qbouiI9oti|0-MQhDsC>T@hQCdFh#;hH(bae=ft
z%;nI$$S7Yvd&<$kWkUpD({d9jBQwq-)Mf>t5XB3(x3{0B9xbK>UX~W2S??Qt;e`BC
zq5A`|7{kIP6+XuvR8H0Opd~Ml{YOhQL|pM0E(CG_Inr|Ft$_f97K$lD@7r(TT|m`L
zA@E%2&qeN<OR6BZ5pRS=GUFZ8L!f2*U)HMinCnw>(giXZi9+~z#r7HojR58vzO2>Y
zzYkNnNBb09Ax6|tbiK2)g~&3HiYqhe{27C8sVBe)h=nm>_qmzU#Gy$HBeg1T#5942
zQo%#4h(*e-Ft3GN@K6I~#|xf*>RaLASr%d{$Q*>vL8U80@CEQDeO8pK9^PGX-m64P
zk+8O5J{1YsQ<glTcnQFs@Z@VT;1U#y$m&k<VqB6{DHx93><R3mFyc;s`7mUrKI0JO
zp1qI>h>QSk-IW|u5N=Zf;0m_*-x?3lqWSU!Tsaq{4P5)QW=s)1Z3g0nI+9OpF#4sX
zF{EUGDQvxV;b)dS0Gt^W*Ii=f@FO5Rka*LCN!&V@J0}~9uYoD#5LxNHVtsbUItaqk
zRL$(7hG<{sqep=9m2cfD;Qh;d$SWw&mVmS$c;H)+feu$~XA1z1(lgi)AHwkEn+<3I
zNXnO5&lNt+Nxp`tmkdv;?u830;2;9X8jfN!G@t@=;iASkHn?@%9SVk!h00--d4JO&
zzhaFYc`oRg!ys28#8^mm#NumtdeV=<@hByt4W<RbrSn6;TtKk`kNv{!v>pdAmvDKE
z?1h(cU=#%vBsaIpIqoiPXil*xVE!s_>lr}qE>*`2h3-!;1|D_z3krz_T|Q!S=vP7>
zJTmi$7f$+QRN+)X9!zz_^DK_$cOMng5lP(2(Y|pbDO741cy~wyo`lo`<8&baMm#Et
zNSHVk@pD&wLaOj{K|uEqbKpa)52<vNudlDwPbnVo(3BjW3!|6f6A=w?sh{u}%6sjE
zhbb9@c%gvgkTm!gRilRJOc7wFneOogREJZ|VYv9t(;7mG6`@(lt1_yTG_XpgVAxgO
z58DYHf6NzkIAHOF`1N97{bSIGD|d_73t(2SAmjl#IdZoM$LW<O0>)q`tYL5XW4wf`
zV`3RtpHJ(nP;Eq@93By~lKdqij9G!J_A7DB`W?XEG$$(i1%HIgsTP;OV<Mmpr0ivY
zrY4^Q;wr%;DB3s(XJc$y1?m^%lmxbbtxqV4SL)=g>2j)!utdOq3N!Akglwxo3JkL)
z_6!mduaMx+5%881CEsEPF6mTI2)~LG^d1T%oSU1QC1t1h5?D_)VzE*Nbp>-Bn0Iaw
zC>p7jP2C+qaVkP_Jc&Se6@4LtQ{2%8xvBXL#ex;9!RI=kk|e{d>`%op2mBf9w)UZ*
z0C*y3WyL9lo#s>z2bn>liN+<UcN9oBpBqU1uW|XOCgdKW8{Ko;qQ@5!P&GtJ8Y=FZ
z+Cq?8r6Od)lQ1Hy9=2TtE0#uLnm3wM<RB3Mt-q;~P)1AUOE5w~6XSAyJn<`JEFr@Y
z4tL5f`F`#t1~98p#n_Uay^X8<0v7K=jrq=?XDx85PsH)gg?!*ENR@@83y?MSqM=56
z6%W{_u0r$==iJjbJEf=$luf>>OO$B=U?vI+xJwro^a*Gdb~pbLLzd*DVg>-R*N7*H
zi6LBj`Zmx*8yHxMS#1#}Re~rq71bI^BNKlcOcP8xSQ%!T!;<{_^dUb)4em;~aJDsw
z&TNFCd=1n6W<Zn;1U^zR;=+-&U}Eto3Zf|z(NCM%cY)M!i-5_Pp1D1Bx*8KIH<cq{
zfQlfBQ<E#jBJv@mG*DB78^{(49(mmu$O2vG4@$hxD+sO9M<vH;<PE=y*(u6(;Z+Vp
z+uG_vK&GDp+UX71Yhtr{FiT@r3JLjkI3#E=?FbO>`@kLq*%K%(B6bdrhr9);7ym%5
ziKxo)vG$pA?Nicf>dz0N_WJ8xni!L@d)kV?3I}2V2t+@jR;E*#;)bYsB$%Wc|CALk
zh44<Pv80=J>=`INg||-B^fX4zBlR;tTxc9DHf+yCUFbB5M#vPjy}iBh3N{pe%3wj%
z?tfl`Q^@hqP5#?6(XeF41J;66?mx3b#rzsnEP(4@1Y@TVZv2!N;y8M=)B7G*cYyQm
z68jy#?>*PLz{W)RiC0q1I<#r2@LA}My6q#+ytaUip=HKN_uTEWrQ_=QzQs#Nem{FM
z^5W0_ZeZvyt=XtMu+4H|cW-llicx#<XTs4a11VdHX@p*Wg)lZzv)Fq}Oi%Q~?^yC|
z$FIwobYcFRZ8f(_0#|mM1?orD*T)~+SbsO*SCuwYxg#JWD|$kX#hyQTDn0RG^{t6>
z;jUANXyf|PL~88%Ip@83ac7g&{hqDt`q7o~LI%0XjkU1qNw?X%DcRmbX`R8?QQ@FU
zO}U)|v@slisW!~J%C|^J0=>T$h5w`B>Why?c4I2{CV$u7biB68I0=eZWDR{-O}bQq
zUfev{Aaf1anNV{!#R)Lb@fnrfy4ZDpI^+gnsQQ_5$fMz>R4&nK4p%m3B0&g_Zs6*x
zANU?~za0HME*E-iIrJd%dkI-sj^GoOv#W74&6gN=Mt%sM^KINxc&wLYH&WbRNiK#N
zfz7fwe7r1pTTtI?VMi}_-{f!|U+~`hhJE$l<Qe3SzvpoRhR5Gl6-P{{isbVfZd<tS
zxg6?Llb;RP_FY~85ux9uGOtWzNa|DK>?kpcHYs^RkVqk<4vLOG$0yX{R*AS(Y_um=
zZT!1+SyKZyb8k_Cz?o$-F;b*$;^O|&kFOoWh20qzRx5Ki*N)f6tH%O9is_m9vV?hk
zdEt3Ywr$yrYXZG>zk99m;$`YKa`QcloTU$Olk@`>95;dlX+xjO*%S7AkM_`-`IZgQ
ze^t_$bQq-&dE$~w7I0wQnM9OGY<BOIbAZXKx;Xdz2Tk2tq?#ZP;$ln$qpg^wo6fbX
zk(-U&U8b=b1{O+Z60K(&eduzn=m~?JcLxsz%x9>6OEv7WM~g0*W-Ktb@@8z4?>1#<
zO0)m|#3wnrP$t7IbGUOTz{dS0A?Bo*gX$(NeN>1fo~25b2PyvzJ=KZVtJTh?ew#tp
zHYBHZUsHB&cO~;JKM}QoEOc{L%&Oq?q@YW8e#I`A279y%)9WSWq;cr;0wW1XRjG3d
z7PP5h$=vR@foUcP_zY-ypvbBmzhC7rqTdfbu(dc#VJS>2%D~J5oSmk=miO0I>ZX1;
zhr-Ctd#W&qKypZsQjk@X{w6D?b;42(-5#TY;;JzSkj*+CZ1-$*5ic|K8$^2^zEeaT
zDO%yB+$FKQig=+s;P)<T-`YrYxvpWA?i|i*T0HynZ(8yr|Iay%$41-EH^;7vZc|7H
z6J)Lur5ZX<{0wYZKR}e*h^b$}+y|DcTLh+oefnMmjP^BZM}O$MNaK-R;BPXu#^txZ
zKGmd_e!mZnzyG+rGbv*|)nKnk*2DC`ZkLeccVM>IQB(Bu!vfL?k^6n6*#s`X-J6D(
z500g#dGZ<`SjFA__@19}>>;)(wy)K*!R0Yr;&nJ*Zg@+Gpr09Mi1fL<xsYpR3=_`d
zFS8ii1G%dXdp=LDWl0f|KAx}aTf@fXkgTR1jK_YSe1VTl8Dx7eaJ&|E=J;9@S@jJ@
zoeBNly()@)OE>A(__^7DJO;k|!m1(b9kTW;3Et$Z`GtZ_Rc=j%eMK4Vdn4EZ@msI@
zeOeu^TK(RB-nYW_H8~<cJob=E6+Ks8+Sf`?)jUP-B&ahOZDS?6_N+`UXeT%!pGNUR
z@rC|l&5(ypYuq8b8qDwy-<>|x&@s;iO_S!5*j!2<zLRL~-DCuatdX!Tp6E`Ap_sbi
zAE<`Fm})x|Lg<7LF2~=WQeSJd)#7NDFxVZZ%V^sPdP1Z6F@13Su#jAy=H17$hYg?3
z8XXprzFYj!D;Om9S~Io1S=FhqOtx8>t?f9Od?`98XD8RsIcsBZNaa{)F_f|}gmvVW
zjS($Y=xdepSBw~&Z%*vlc9Ftur-7fP8I~q7;lF=UO1f~dfxrX{ThmAPJ7TTeoSDOP
zjQFIu+mEw?iNoYA<VVizQQ9jIUnaPmXBOy0uOrMB@x0tp<Vm)r$vH)i%Fwig&_P5c
z#dU?|WV05RaElffh0jWSHhSjQ&Wv7p*O$^4Zq)FbAvZ<Dmy<p#b7)HuHz1L6bL;3~
z-$zKXsZ*W`z*uTbuJm1e5VT9BP+w&53Tz}x^=$sdP2$U^9fyjrL^-VsgqVLcGx7Kl
zhaZ@sZ}G%DNApdm;ElHq`r=EIku3Mjj+B2}4BekC^e5^6c~ek^V1P`8rP-9zKjxFr
zMcp?|_MIrJ$o;;T1{$=!bQH(Cij5p0QcGwpGcmf9hOXd#_uF3(KzAzKK&I^uW>4nD
zKhy8~u^ytgQB^9&Nk{{FOF4F;NDQOnAdlaS=%aS)JEfA7xQ*wlhR=Mzs=P^~9EpnO
zhU-2COzjTmmLA*JJp5&vaxaux`>iO+Gfvcwndl8Sn$I%{7!5dmPs`V9>i&-PByQ1h
z`4I_K#d(p}_#@MhK>v3T_BA}oo1@+vFQ`hpn7x(Jj&8NToMD&|M-U6sEokmaE_(Wi
z!?{<ij;HgoZpV2%5a42;0!C~ejWrAR;BkoUrQ7!&!lOtmb>9}lZRyLK$fz*A{DT)1
z>x8qfy3!gfP1kVQ1Oti1!lqSfT-%|l{AxzRLVt(kV${o4tkGP~dn;{rvt(F7YXzzN
z4kM!Qmy!-9^j{DaUK1dOOBA1p;qkfFeo3@aDjchV97B|I=-j_O6i((k_*#e4K{t8!
zMJf?wV??9&U&flsvqdir3s2M-O1^dM3s4R->Z*JoOVwm7$z<`VQEax+?!I=tZ-Q`z
z+vfESuRkl|4YC8z(W&ER#_7d^26Y=XR+e)&Er!@B2;ubOj~a(kzY}m?RO<ZnB4Dog
zvV{XXg)E%%ZJD5l*mKWf_cIF<ZZ|IwuC^&W!K@>u48#K+r}u6PSF{w8=(7P^#g<5^
zyFojX)_B{w9baT|*dcV?FyjnJ%JKR>?%GSeUA&m8-_vPca06JRvhdqmy@J0gt1U%a
zBA?$|3}Qh!WL~F<Z2C1lZejA$J=5^Id95GL3(pZazEiwG%KLQ31>LWO-orlhJo>5&
z;<Sj^rqSCnmL@z-U8Ki`-nMgsI#6_rIcRZM@1m)n@C}k;#&I6E_tC&e!y|H{|8Z@8
z?pOcjzFUU=^uQS?l7Oj1uv(bb556^zKAM!+Rm0mk4<cW99Odp~DMDq#k9)<4DkA2J
znQR;YVyD?C&Kwqfz9-&ZlhwBH098dFr2!&a;X)M~U&TKB-Yrl6hhaODxT$sVxCWPh
zsR=|&)}##tw_LHK<y}NrsPoqO{%-j7MoX3c?=yD$p;wsg@fFxtT!nl?F~2T&(X?$Q
zf|#ir`}@t9jG+(C$0C~K*%36d_nH`htt_F29NQgC?VY?Gc>u&c(aThig}81bq1BGC
z>-&u*os$ivX5R~rE-r6Xmq@<1SDE-_P)pKCSN?_fNgRSq;DE)odnGp`dEV71s#Lq&
zllr~Ji7QW>lYVNozr$LckZiI>C&Leqr|aW;nUnc|62?v;Fhk9C@4XjJDf>>YrirgH
z_s<lvU+hWQuRnGbqU2~V%HnRmXq-8!3m$L0WFT_bH`d?q`W9^y9lX}Foyp)@wOOxg
z>zSL>J1KIJWUF11?+-TKWCw5;B`s~TWIlBTZ7yXl2urdxIN3t+pCgX=q@?r0wVZbs
z))-6EN>eWw<GO8w>GiadZi)-=NqKNRPmYe$GEU8I43G&E@c)+aWz-V>IOQmuvPdqH
zc=k}Sg+hP*ra1p*D{uSqJKT@hHxZAj*2pIwD5fgKG<syzLJ<H>SYc9_%A(4B$>p~?
zg?lbMUAvN|Xb-bCt+>G#st-JGGLOG$>A)$%>kW*J%N<1)NbeH%k_}SIJ*LyVGWLN_
z-d51<gT(KSevK&d?h8voLeC^0S<1|PrzrdR&^Ge|gZ<x^L!o-;p!B%f>Q(GT^$&$)
zoBEZXY*VUzZLs|x&n7*e=DL2pe2A?30!=oZB3#pK&5pO}Ft=vd%~hGHf@^)Rj;7H^
z-DX{2vioSWOdwO}qEXn#hN8Qb1%Iss5sZ>x&oYj(Wp+R^>eUQOy=rWi;<$XRSiJ4m
zt4{~L+R-n@@Kfa?KPSlHYfNpt;T|f8i`hng5%6<Lbp7p)`Fc3^I&MOsv8cH|CxC`<
z@DGOv^UTet#b!>ay6QE2cpr?N%_=?0mgT!5{l>*4hmV-n<T6Gh7k!@YLPZj9dyq!f
z2fG)~atY{E<4ApE1Z2wsk1`mG<AGD^pYj9PYw;KyBA8=jTkYEBK=oWR4{zBH%6ri&
zq1wU5-8{%z#_m`1QHi6MYKsvbQqb0_xhJN8Vcf%t7ryONO7X#aj?UA#Q1`&K0_SaS
z8d3ILUxA7u2!s3j#f*r#cI&c1Snsbb?8#DKseOCulgedVsw+CYzI%bBp0Jf<6t8dg
zwfAn>_-Z5651ur#o~N<U$g%ByOnSMp@jxk1CSx4^xH-k}i{0JI%Ig&4y!c?UQ;70p
zlsbz|(Vd-N-)_Hmm;}a5)>14kS~Z$S?xegg>awoCXZR&y+dI=inX=m{GprKjJLh_U
zLDor9QJ%7qlz2;YCzymr@`EZ(bG{T5zed7?eht1R;rLKYbC&GfT-mG`+k3wPu^ADm
zHxGK4(Gs;=T}ktN7g~uwg_DwSQ>Kc1T~6S!Mh8b!dAzs1XtVk<Yg28se$I1f!izGi
z2n0)m7i}&8;~l|?sc@lGO3oB+DvPZv4lrrlm3>du`i8dpJ15Uz?k}-eRjj(DFk1$K
z_<@U-vr;d-LTO{;Yqrx+%haro(8At2GELv@x8KtK!tlf80RO9%+8lqMa`6{+W{#(9
z2IztLyDD~;aEra9ptJe)v;9+B19*GSZ`tWS%b)RCP0g7_OzjRt486-ZD_uF)!@S_L
zdWU)p*r?lCCHd9&?LLTKe0W^1$)0O*ol;4>3kvv21Vz&D_zL7OeZgj@7;`Z{s<cre
zzx!(K`qZ=A*J}?~i=+y(1g_+n@(M7FxAAiJSnT=`gx*@XB3-`R=M=|OSH^hUXrSOv
zI_@(#M-~b1eWI$SL1SEWnzLY~011H|b^h9fgq4zuj7h+No=?&3o@}^v6a5fPV%vK$
zU2T0WI4d>r8oK!7$&vG3d2S>B-u!qo?{j~bTc`lBJ1@255&hl5AOb;nD+lcQa7mS!
z$a}bxPuH38<lX*4k&Nr0*N=nleT3QO!(5@XC<FLf?RND<Ok@<fK&I0>)}a~K-%E@S
z6@C|>&$<%62Ah9^)$T(<Fcbm`TTKirxcn5x&5E<j*IV^13@Ozg7kVtjQabZ0=)QTJ
zqFG@oUjQ^;oml11vsAy}rQ<T!WNb&K1oFh`W_w+f&*}~E8oetfe34-d;vf{yP+;%U
zy{FgLI0E}?ck-X=(YK6>>|C>bnuGneSzU5pS8aZEvKl=Qmf4lEVpw(5l-#{vTbn!}
zkjC+Bw*NiD>?hWXo@;i?LlR-ByDJkP0{ITw)&_aVT*kHC*n2%DwE{L4=dCB+_Dq<b
zRU;Y4Zkjyof4HVXB(8ny)-Bq<16@_sLlN;Xem-Trfhz!B#xyj@m`{;SlALhujp~I+
zj{$+iLiDK3wocr+z{Q@%W5;1Lg)Q6ponP=02bMCRl-lSrSOO_KCf^$lmiH4$`!4QP
zQMVs&V*S`Mt{xe+`z-db#H<}WZ;c{3+zsx}PYlKywO&6{OTy`cZ@Uw|_VqC8xbadr
z2|*>7PC@kFf%9rM)>CWKC;2?nJ2lxd!O*$c+Y*ls-!bZ$6bZ#KNtc(KmQDW-K;F1t
zbi#CaM7@kYYN#pK65}3hnh8D{duUnTpZeu`HcZ;*=(g1iZhmb1!@Sp_|Ki8Jmk+{H
zn<C2O8m)J|NN9c3tGS1(R2pe-jki9R6lruKp(YXVC?Bh}{9@|%s%Hi$Z$gD8k=%~v
z=ydT~%>!JkUbzl@(n*SALdp4vhK{c6(zTWx>-;+fv!;O_3z7M4p7Tq+Hbz7FxQ$ZR
z^1(>r%@qH`oxV12o*&~KJ9*V66OAMDlKrh&l6(5%?^CvEt9^?qLRy+v^91Jw!WV6X
zPUV9Z*y}c)tQ=eT+wwa(GA-azom9<_ocGaj4}A7YvnSC5;ca)~2Fjaf@B$)<iDz_l
ziMX$9e+kM{OI9I#B2%|W5E7zB5I7#%%(e3%F72A`VFb4Hu4NeG7q$HABkaxQEWQa?
zJ4Lc6@v&#zP;3<89u@Ch;@p$dj6u*Rgh$a`Pfgm|gv~j+XFRpm8=f1)CoCl=t3PT2
zw+A$Md9?PMxt%A3Y7Q=T1=c};jzTr}XxupH+HEDdA-$V3_9<Cl-s||w%l#7F;*U|B
z_IE#xY*exNDJ$xKzvmvo_@*UBlsf888{h+EkR{^Hn>S<e3Tye?ne*qU9Vg$i^r-sH
zzM@$hFDgi(dTgHd{*k0SpG;H`S@D!=Dvz%D#q?{VKCAQt2Jl*vHb%)*kFB@dwDX9n
zgSMn0K9aag8pGmu*v_vEPx0cFd=m`iScR{FnAV!gIa{5A3Fw`8A&9R71DQ|dTneww
z4O7~5H5@9a*?qVOX~ZI3Rr>G%li286Tz7xP@nz8c<d`T#d(E;|R|p31!EaU<s}GC6
z<9oJ{<Ib@YZ@((bd$sb#NtuGLL}8tUUCI-dViV`_WX9M$)7Lf{As$cr0Ya6L`ut<=
zQ#qo*Yuv0h{PktkjpW11^V;%@PIoHXR0ld<Ex&R$;<%H`F~R2iET!GHggRA3_<1i6
z{lv%gv4uNmtpbrUy@kf&%OZL=#rY~stVLv;zxU$jiyzE8mbw9ii6wyK>TPQ%l8cdt
zyQM4?DS2GQ_NI%6h-OWKWBo0r9CR<cj@WEO@2VK{hBc!SwXu?Z^-dktL{VNoBfVD!
zg>s4aYtFzQzP9}(PAYBOycJe?ET1;o#+|rLlH*(bNwP#Qz;YU+iPiS@TQ;z@e#H3d
zZcnE$m)?cb>|^kp#r9+Vb;a|pOo#clEpnH0>z)qW*+~eTdU0ZU<!;v2cT&a`{rAd^
z=iJ1Yb?8pEF{qY-vxVMvv;Jr;C%#V|!_AX{gX@e%-sA%NpYdfoEVe?+HncU@PM$N;
zCREz%c6Q`+p5ks6@r*`(E&qYV_<McQsHdy42j}^QYvu1=SVF8BeDHPqc((MH7Q5_P
zYr(;CnvmLD%zG<-G*He(HCnwfZDo}Owc|qZCz|UGF3pyTC$6tgio!E24G3(>KKjYj
z>n)4il4+G$npW<#fAy+u?usSw-{PV0^EFogv0Fc}ey*+FYft1e>nIPe)S7veH;rZS
z))>XP+ltO$32eQN>^?UIsuApD489r<Z)f&U{n)~tADi~rNE&O9uQC3XX<O4X%#ZXb
zb;5Z?&0F`+<yD@v6CDJwow(edSkIb%a?3xk0xRRvMUk;&S#@OxB;a90^qe4rY^k&2
zv*lCfZGs7?nmcUBia1V<=2a(~QDQVuBeVD4+k8Grd+GScW=YG@5e?f}M(MNHZ>jFU
z8T-m3Wle5(vOHsrw%4jgx9Am~lRL5a+|*FC8m>_gb+FSG+Y-Py<ZLR++<)V$a~{Kh
z4^mt3O|NJ{e3k~KOXfG`vIih^>c^(SyYS@66AR-~;mgpZz-}2sS_u=`@K(K4rcX}6
zKOAoJ93QPNTbu{5<#lA<8nb*t6^g}QPcXz*_&NZ=%b=HHD73J<nD_KdOH?e=*CK|G
z_mG(W9{-Yg2@kX18#nLvWFGB@RL=yYo9B`A(7t6DH^W6vPukPm;5k|>>$=w@%qrVG
zX-nFE{y9#q+y{po<N(yp4dvv0>@OSikQCbUp1iZHbKB)bn2@~{O>n@CuD5r*cO6_b
zFLM8hvbNgiuB20B7{6~<IPq#g!g^T5n6h_q<LhUS**4RcE)Q`)OBqHj3ih8H=yF19
zwY7iplAoByJy{Gre`$EhfX!k8?d#fKZ-#Ya(n)`m0Nft!;3-gADyp~rTuYmK!z$A!
z?m($@<vCq<Y^YvV^7*k;+e>^`c<)5y5(bm=+}vGKbm!5IsR#CWmMw$G%!P~N#ShPU
zHz!CB-uLz!Dvfj&Y+VmAs%{F@O;@)m`+ke*wQ_Hh_3i2BlDT#E?cK9#4=5)N%6RzD
z=!YA~r>De`%1S{<N7^f1$2jBN`)$20VHaD=WFXRxQ8?h~jO8G)-l@*ftZsC%GoAis
zvrpMY$ChnJU-?NbjfJcws*FK#45?M4>4|h7&m+RF9v;8$y<()g<GXptH^VG?N%;A`
zh>bYaJYV*&v(Ip%?qf728{*99K75hShP1;3R;s1K!VocFFk(Tob2_GVC*O)?ncJhR
zdlfdli}mh4Gz=PM=i+I&FGtUCI4bz?#Zh=>lt!ank2($W=bdQ%w;~L$X4A~S8VR&l
zuNU{MRvkQHYS>uL!jh*Gk5oC-K1)xC$~DsU8H)96I6?U7*Ckyk*etqTFZI{jIkaBu
z^69*2JM8%QqcK8bEGyyw7fp<wv{YhNaWB_%9A-n8=$Zabe9lH9u9<D2s^@S$YiJEW
z^Tm7*BctiHFbTD(jTz>*=~I2N&PAl+WeaqMaUIic&Cd^tu}x=8cj9$KJZ_hJzpk|M
z(l!#x>l*Hz#G1UL|B}%2qq~Tv4J6B9c;RFr3T<U}a`(49u{24+J#I>MS)<aHMcQ+G
zjM7NiTmFO(e7LjU_>;Pl54+Q5H=LgtiH?iCOnO|x=4j)HHI?)Tcj&TM(_E&M9BZiD
z>(><L=I2kQR`;2n%hKU(PXAgNV@h?|ykTi+=?*Q3Yk;T}%E7@w0XyRwYF|IPw!N;t
zFm^rcY>t()*auI7e6m*mcz?A8c;LIInj^I*_uB*v0iD%wZO_N7(|q~uoKK4`(GBx^
zTX%f;HcP?hWO{7+_i<dN35!hBY~Fp3h{pSNYj&<aYgxj|Klwtv_#Jdh1fkp|VR+*s
zik=Jp+x}0heRb<5`iYvun(1Z2=hmdK?vCF(t%c%-_az&>=}K0JA2@B?xOYP`rKSGI
zoqfw0`Ugq6T|G+&X}@%|k<VfsWbCdm;oC{oewvi3bBYw#AQI5`={`P=9r%1v;YsId
z{_+bI#+2@2GiyspZNQI*Y(MXM2IaQ;)aTM{9=<EV9=Lp|{N4SdT5p-MCduoQWXLlC
zV@12UM~|$E?px)AAlz!Aub^?3DL<5VEcW|?ipWbd1>0Wf@D{#v&QE`&JC(3Q!o;4N
z{jDx=^^we@_@3*3VKbgE+@E;*`ofUuui1)_%9}sehja1+W<H7^Nvqtw-x92ynLbkO
zeq2MB@k-W$Q*eT`=FS}#mT!94*s<eW<?->6uj^;ood&o|j9Rkgm?B@)m+KPaXY6KH
z^N6&v=W+{>nz*nS%hqhg=-uOQA-Ly%LG||CQ<cpDzx!G@hK@Tp)Y!X~<MmB1ZzZgO
znv&yt&WRd@j+Vgsq+ctpK!ch^2%jq-chp@os3eX(UjPhq<&S64QL}wSjn`86bonNj
zTdxlxH@HI(9t)1|vCk$Ns+!-m1*zs{`F=_W;hy#UGG3)v@A~o)?aH=`!b6Z!sJ_SZ
zGU~RP#Zz)9r`zPdWN#m=uY+x^nM+6G7HcmWRxQR)w9L}yZ*M(zZFdx1R~(9Fq|p)F
zw_OXyp4B*WqY^c>@r2p>n-E=358P<&PGh%7MOL}n?*}9l#WHUmw&=yI*9e)wahE{i
zT9M;)*XR)8l%3Dyqf}kIwZ{GTC5Z<{iNmqdcb}ozZ`}TM^oiD|E3&tl;QkT!w4L<L
zazV<wz$&qM`GEWx-=f*!s7mKIs=XIu$3=r)Y;K2f_?PTA(1spO?Hgdbv!lmTO=umM
z4z)3?%7^8JAeRo$5PJ)j=%Ti0azH2#&S!`8{^GUlF%lavYrW774`N$hX!kxBdepEg
zPVnRVE$uBo@4I}@9gwp8yr}Zsjx5s#zvuljvZJ>R4GMK%qAs4UAerc!?1>K_;6a>X
z^?14KsF@?xkD$VNhg)x3mvhJNU0danCCEPhZ%ln<P#sMhCGPI-8k__T9^BpCEm&}u
zAi)Xl5Zpaza3{DE+}&MwF7IybSCv1c=JxdT^gMRXbNaPmZ!>~6c)KEX2P|okG9~N-
zxI3N-b;q|wjQ4v@FZmT~ivTH0xA&}d3%a{u|AYmJ?Rr(c(rD%wK4TfS06?YygXs2j
z?AR-`@p1MIhBQ;XiMA%gsr;wpjUw>5RLf)*g8~hb(T+}{kRF}8#p=h0htcT_p0`0?
z+SKb?hEi%(R7U38TC+Y~zr=(D(f>DnP_BIQZ}hJ7sH&+~2A(ut<Fxy1_9j|;9|+-(
z%LFBqJAaEdKqP(lIGCh^F~{=l&JFnR0AzMNQ?<94_-~i-rPMPB*R``GO%J?l(DL5k
zjEHKW*#ewkFj&uvK(X(!49tAvprMmXdK`VzKTo$me)|B;#3g}e_@ji<k5^LY$bsm1
z-?`N6YvIS+hk*uJ`dJ5-aj1^1N562gZwY3_YIQW&P$2)ZK$Vm5VN=(@`E(JbRIpBp
zSpPA;bV>;s%K`=N1GnH^tTnlnLFx%);pU#bK~cERL$xsH2}KbJ>4WH(Sqy7vPb&jG
zzny|jNs<yOtz|w-m8x?`AoJLYE=$W~N^|()F($C}Nd;kSaj>wzic?<6ZS^$4{8J*z
z34?`KVAss0pH6{wF(ct+Mak|rmP;V6Q)S9k&q=<;hA9)n6xQSx-T~~g5CkW@Az`g$
zH}X!2Mp3lz?5_AHm7}WfX{3xF1~q0=BsdwJA+e?t;D}agm9d`=*(jGkrpgvXUJa<p
z6l1$v-b#)W+;x8&!;ynZq*v)L)ZN(vnR~KhjPjR{A)YiFChY7Dehx>^i-n&u%i<bl
zsP9nwKh@L;Hr%4ZxV<FSd0(sa7&chmVtYd>bG(}s9|&WT>oyN#L7$rA&6Vc72BgIM
z^Gt@M7Hf8V1@HSj)LvW#gxog<T(6O1bP2A~>}R^M<%?b}{fR@uiw*t94w2TGG93-N
zCj@=)6GXMb_opNyE5t3Q?s?{0<Iz8`3?_O$(b%GiEn^$_v!GfQ>rr;lu_Crtto{10
z5lE7(BM23|rPJN&AH}`h9lMk?MwQGqy?pT*6C8uP0a8Y)CqPRDxQpZf3d1ugN;Lej
zVy#G;=lG)G;tKW(b&o*fTV;R7vwnoT9(^#8{%zd=7-eGS+(Xb4XQf+1UlgrCk&Z+~
zJ36Vp^F2@@Y%~%vnEZ~a(C;W(!3tvgqM==pb=T+#Uds*+SbV3n+q#KXhojkzwBfxo
z9y^?oFZ&LpkOT8^<nrhfPWz7A>)>~3|5S%%U~Z>DOA!3z#w|u;#2XRnf;-y2x#?Oe
z1`G-d-<h3dsa!c8T1A63b}B}<+{mwgW*PiEu_>l9JXSC`65^ew-~Dq-zU?2%u6`a|
zy3^^i<Kgz(J!CYxuC<-YkTG?NI{a1-qO08{(oMZ@_755lqJ*;l2$w)7hiJT0_9y$@
z)YzEuV#B=<klza&!hIiF$6QW>$q1-IUtpVt)j_?|F)IfPKD^*Cb2OHi-hEZP^Dosl
zZ_0DSiI%rEY5k2OeK}LE6m$sWpuj3qk>w<Z?8fjHQzosn7r6Y&C>6ly9i2S;=c~e`
zKY8Z0(%*L-5wl&|Z7@;PO8;drY7mH))l#ZX@#Gr*>U+vOmEPEhENbB6<D(3#(TKf&
z?f!a0BJeE|r!9RF6+Wh;wraC^1ayHBA?PuJs=E0C-<7LJS`SD_)BmoOH_#-AIZPT3
z^FVsKuU?j9bse8SPK*4=1dxMLNMKzt9Fjnk@m#2tj;fZwAIV9xCpY?N=E^#49;<2Y
zn%OQ5`9=>;bjp@|;kGw|E>4czC12-eOP{~Fov^NkG56^%G$vaw)<gW^Bib7^j|#^4
ze9d@Ru5AQ@gUI~#J_7RuWp|F$mNZ>)epuMn^f~wEfU|DNCqkw{)Y!Nv_$hL!F8@)*
z5%)zjxCu{UZftf_@b-ZgiSw7tq{H`k^~KE|e*KEOUP!kvN>_kG8`1K<u*+m*OIRCK
z@i6zraS<pd5%U7t<O~wXE>b)MvbXE@I`zXLD_;eSBPHhm#G|;+&-bhnhHx^<@(XD@
zEb~(RFb-+-4|$gK<J+S*`e>hEHgB%&57Y0RHRUH*5_7p!9oIM0eU?Cp{bEUiVH=26
z0ec^0<@>huO&gkFZ2U@DPn@fYCk-;|a}qQALbRP|IuPbowC56Jz5V;ZLU^(H?I?os
zTho2GbS#J(HvM=n!+RS#>N!PPxP6|Skr8=E;0LfygBe_Q44~uvhAkYKs3YE_@n2Xp
zO3<XFl;aXul`tGliKV9+Pmc7%A5+?*%hQWW{p%t8+^?v)uJhtPC8HANtCa@w>lh#Q
zWizAG@m0$-U{{|R0tF87rO7Dnbl=o+?GF{5Kv_U<6EmA}%%KXflHBaD6iW1{iSs|}
zRS_Jdiif8Njn(OWN0M3WmEDs?H44dO?6v%pA5<JA`@(S7has-gpdduSGV%Wq5EHQ^
zn8IziNXp1nXx31OC)TlltSeJ3(QdGomq+n-3HLCr<#zgOD5WiM<IpC1%Sh$6ai`5I
z$>BYEuVlAB&}+qM>p%H%mV$g@<j-vuM^p;_!Tq)7LY2m*tM|VAz!uWm86>nvXv1TO
zw7cVEZgU=gPpgxvebBGYbW5JuQejWTecMI%o0@*e9SJdjyaq%!Y{L9zs^xHM)Qk4j
zb3aECG_4ga>L(yf1E4C4*=R6Z3_P_7JSoTS67)Z%N%gPUa2a#9T+xh+{;?Jp^XMqs
zCyOF0ce>cg$uJP`Rmc;i?h3_y$<gM3;gtuoL#`*-y!)yH%VoRX^pL<R?7lYj;it9x
z#+et<z_0lACOcyuT$e9l(A08tpYPQx)GM@i${Fc|i$&-}BdHAeggN^miZ-<jfz|@=
zpP}i7ttL6}{ID-Yz;&lL9@om=0;*N|#P}Om;Dy>lxS|Ep_ko?H0u<+=z7dlq9(0-{
zu>BUn&!Incp5j$H#hw>9YWqpU$)nnGRj1Yo2XpH0H@oiBy&V1)dT;Pp9Kl(j+NEA@
zq6F`ZNbi0{<k(}2h;h0|4E;yG7df@~jkn=z+4tSpEp(LE+p<#P0_^>Z%`&^QHcNGy
zCSuYlLUWk*syCX>7-aB*q9TA&XF{PW=1I%2)5w=-p&dQ~K{PZ}ntPlbA2Yx{kF`$c
z3J~yCNc_G$rj!H>`-?*&=fv8w(&^sS^QhbggTe4jk{g-lZS|=7$0_ECBTK9bUsE^(
zWeY98rK^3J>TuKec2obG1++32Y&RB_nI&}pXsTK(V?oqox(dci^>M%;mu`f*+LA8a
z+YL12%Lj5lp2ut&&vuic-R7##;+?_-bo-=XHngfUPFqQE*~y(vh?kjI29xRw^dU29
zTeV+^ev!!k{vyg+v704&!*AwMDE_z~f)GRz#M@J2SxqE^(`ag8A`5m(e;hB0P<@dT
zmK&X$ATwi@%ATv5(9Tt+0v#*<%kXcWOwKH8oox~A^XRj@T%RI_viLwxG7OW$C;U}7
ziB)z9jIIk)?e4{hbDq3#M8x_8pak-~s<%9msBLwKq@U}4?Y$#LoBA@3min3nrx03A
zz{y>0R%eYni*UVgg`KwBo?hi9D!rfpWgeok^nvIgVSm}g1XnQ{FE_9NN^}Y;R&EDT
z2Sv(=42520&vRMFaKDg>7P8&!GlBsHUO-n4X2`cVloJa?Cc3fix)^=C!<z8Op-RKX
zX8feKKVEz~!5j~NaI{-6HUMN9Kw$Azh+mx(!T7Rmh_54Y7F&H!(5lppMuALGeogUD
zV#n8tGKWn}!H!q0TRBP~B)w~Z=E1*^$TzC_`H+`@Rje(G+YJ_U*|08w&Pf;|mvbG5
zVoqoTBbrh1au`G|DP4#~(<*o194Xv|lq618@L&)vv}BLY1MO|VP0?^nd)ZmR)f-{P
z^5w5Qy2!T*5-w$%rlBr}`=}Yxob~OT<QLH~nIkfhp?s}#7gX3Me|2R5)8KPD_b){+
zz}&ysCM$eB8G)5hF4k-P&G_iPfdxMF*u6~_!ks_+*_<|Of|(V`(iz_hJrb%Ltvdzd
zm}2Yp>kneJ0)!-^9;7XYU+81ey#Y0cVe7ToaPmVu+%`?+ZQf0EsT6<bC#5eM*Utta
z4Kzn!P{YQx@w<nFNj-rmjTd$&$7P+#2uOfuYa=oc*3RpGOn)p8*m~Js@6G!9KA%n)
zDv4eiOg70J)5{uXD>~<57dp3McRJ4?IruGb8Ym?Al&_M#hSB5^G+HWntlx(a7-ryj
z8N++>NjNPfmnWdeO)$z24MW4?)UU|Kj_p4`{G!{Dy#gvaOHAUGHKe4Kp&81_7YEPR
zV>V*Jo&%IP#5`2V*|=F4{=)h>7O`jA&9;(xt(*U5N@7!q1v#h0Og1|`l8X||WA+y|
z@lo?b;}}_^Fc>$8=BA`wago4Mz*%7oG4QMe@bFka8rm9y!G=iOAHx_5<3h&+ly^M*
z^uU_%AKGck6dg30&=&djUT8(r>Ej-Z4<@zKJlf3SQuKbWyf$en1RrULxgiDHEE?IX
z?vDU`Fs20B&r_Vt@2TY;M=7M7;AGA!5kP8&GrlO5X!i9rBht9{OAPPVJlWj|c~bp_
zI8qi(>S0Wu+7DbbG|fj8hm%DI<|Grytr+w`iI-Z97j?W7+5>eA);A}pii29)0~PEa
zmzAODy%=+z{m)xJ5ZWcj<@$%RRlflXDKBgPr`oq~n(<GrRr=`J^J^mE2p)xX19O4w
zt;=GVHGkIanJ}*Mn%wQ~#!uWrQm_o&-`ag_WYxueADzOcsQ0o>47e8*z{lW&C}Oqb
zQ^AnnBf&b0{jH38DKU|-Qy5sadmDwWXPHlb4KG8J-F;uz@B9|*b73YJtfC-bbyiO<
z{j&4ovU->*ey!@A5$u!6hX*~@@S7!#G+Rbi@)f1!&*O+i;N2f+9-L!2!#%^e)oX=+
zy?BzYzR~W-T|R_z3Z^prdjRi)zpx&Nte<{%#bGslV{Iak)^fs=$LkE(0KcNl{qf6N
zvHl3izRd<g%)(C0r)G*Q#mqcxF<9CEl^r87>unJs$L#ody8;lg$zQxLf)NqPzVmC*
zs|ne`5G(EO!ke-Y5e`nq-VgYj)B!y*nAxSes*0>d=^yhn^Rhi=Y8};@{6dpW^V?wj
zmZqq+j6P^JL08k0KQvWC<%_Me${U+68g|0zm}4Q0yl&iKzhV0o%b7+7&=D3^%MCFk
zQ*ikm3!kY8$wqtF{C#lJAP^y>Q6PFe|5ICFx?#MGD0gSSlq0KhlxBx-OfXiJ&D*~G
zX5G5Exzhu)=o}7B`WotX_Q)U?uR+pk7MliXUoTVJty&vv9}wHanC}BYtrG5+#(b+{
zf<Uzn2d?5fBn!{A6$kJs+6}aoQ(5FYI7(Vy!%+;>CW3Gn8Ti;6C1~>^k|J2$cWy+?
zs44VEprn6`S(55qYmDD-#psnK_4xjt;4(~M!e7AMG8~?f)$4&vKs?^*yV20Me!g*I
zF-OA{{7f;M3hGRRgK~&%@wyy!AD(`4yH<WJ+f8irE~VeW#%yk?b^waHdD(Wxy78|w
zhb|d9xbe|r3Nhn*Y6ZPQsQ_XZ#T!-7rsjS<I2`vyobNT~qMfZ`1r{dsQzHJ$NlVlH
z`KFYU6@RP0#bk@iA)eozUic5W7YaDdBp_!4*ly><p@NY)#$yD2npZz^RgZsn*76E_
zH#b@?O?-T)ijP~|a(XQsi+-Ww^K{;t$u6w7<I#L7#>%MvSfn!mpxV8Hm6*z#6i%m>
zncY`O15niwDr>mvvNpSWyOo*Trvpi&F6HHMa)eC#(>`k<P|Re;%IYr%F9F;bZ?B{c
z4nwBwiHy3>M!slX6CV-=90zvDPRXvx9;xu*jOe8L9Atdodq%jy7iGK65hRh0!M}rb
z;bF<+`wwus5BC`h+E$^NZnQXhxB~&p)A8WT0$V$f3~uQPs(m%%WEH$an=3P!F;?nW
ztuEZXy*Iw#GN{UAH6LG^eQf{Iz}~GSK=KduFEe=nB_WP=L$dsR9OP5uSoR;|d$Nq8
zpmw$@4cxzwm2ZySucL%D7m9nrTaAWMdt-$0)z5aKmXDp8{RZB-#@&f#qXZmeBIJ_f
z^5m);l0=*Yy^P<PM44?r4zYe@uECE7xReGE=TZ#F%u?!@0?p_8J>L-9iluIUDk={a
zbbGJmRS-_C+NMd&jee}`<BRwaz)^>7<ZTc4j#+TAW+|<f9;~Vg(%^biXL`-yGyi}C
zkMF|~3$ui?9>NRSe@&;}t<pC-r9uOTn95NZ65ci&F|H=~jd>eu?BS0-ZiOR?&|l?n
z4Hh!+c89HAf`JmyjfX2fa`8CwWv6;4f6^(%mBN<F`?>v}iD`p@AmZ(_xo(^XTAeAQ
z@hf+S<-)kz**K)e?SrX)XrsCJ`Ec8<eZ}+T7Jqz4Lv}eCeWzYXiIxZ|Z)6O~l<)D&
z59qj^W6Fg($|&|k?|Kp)EO231M_QI}f4uK>-zS1pq#0xVWvKBa(NfUTAKMel6ESz_
z(FYe7x#7{f-~2c=Q`wctDRaQI#4xI5z*r(og*Qfn`5`slfWB8QckaAb8wO-8jY?g7
zN^QR=jiUTczMlhSC)vZ>A%>Gx8h=-Seu}%Jd~gc7QGi1Lq{5y#uu*188I7B`=+&BZ
zJ*T9wfA81LW_QG=*SxIeQD2zy>DMVG=KgZdCFu8l80L4dJf-WPGa@(p>vi&?peg5C
z@Q^+J_LW~;8Ue>Cv3#I&TSOd&${P@8Aj>$>KpWv<g$seo<&G5)=*gANQG8{Dep7&m
zBlDj}ra^ubT!m;e=05lrtwqtHE{Q;@LS6Ulr!6-)Xp(c^RL4SRTX_DEKK@vMYkbM%
zNT!wV)?JI6cBx4MFz%x0brgN=2&P<m^X^IrG?drRY3}UqE59k0<{6AVf3@K|!r;X>
zqCy_H+sB>#)7mjk;Cs=0^A!R7DaMP1k6Mcf--I=aOosd~`IOAx>fuDA&x=}Uh?poJ
z(eW(eWm)LRIzH^zNE^EvQTwAr){rkKxl6EmM&kAcX46?|;!%!YmXTM)V%?qyahxD>
zeWurS?P>-P)^7^0>Cz8_OU=CDf75lKTRGD|)N#i(MjrDVZ?w8ZG91jsio3n=wzYEi
z{nr1<Ly352e^;nsxvQ+3&^VQCrh(B&Z{Sva_4xUcajqbuJdx~~%?w`5--SSv2Ne<t
z0irGx=Ngelf~=-y21**CG~6|L@PuTs)(8(rLdsa4NFA+kuttA!#wHpSQ+C;87bTOZ
zO7;h|i|w90n#U$GhngD~1?tJda7*;(->?&118lDOB_qonN=<%yxjgN1*9%?l4*k_N
z3LMgwx>D%kTweQ~*SW5>m^+Kjc|h9l(qUk^>tOog?WffCybozN2&G~L<Ef22hda!o
zWkB6ykoZBkIfeM?gOb$ZV)b&)Osr~70F+Xc`0u~U^L+?c7%B)azg@p>*)!v)82J)?
zJj1(ZV*4e+D;d!^#f`~jyz2WR_%e&m*4$H2R4DN6N_-<guj|IOp)IsIFDlvfg%!q2
z$j_KiWO5_O?iO*hKE_UWo8?o+l<(X@Q8PJaWDz_%vHA&3y1pi4$f$HNz4)KV__%)X
zoO`Mlu{?(Im)<(hE~xHedPWLaeL~X2ZqE<B0|-Ndw_obAW%}0~gV_A`Z)!TyC}{2g
zOwQVx!_5wAsR`oG4;FrNhjZz0&W#5ew!cA7b-lg3_2Zeoxrx>_XZ_eqN3AHY*#|^&
zb;1N({@sB~-A*i9|E6+ra*quwq^2XXO3cl%7$K<RmkMM|JW+^|zU0Bc7EYjEV0R83
zrTm5w4+@EunLK^yI1*K<nlSKtRw^%8%|H%y3-gypl&<*wmfTes$w1HU%^fzkpEMHm
zQk3$~<+p}qp}Ow(;J~Da!}TEduX-48F!6mNi+D;nJJ~<wpVu&qdxG>7GZk|b^ClpS
zGV^{oRk3QiX&z54VDSdUB?jOn1{$H_D*nukZnt2~vlQ>yE)h=MRsQ5Y>8N=5`6re-
zir4xsoQYX<!rXwUtL*(!pihI#-(-QL#fS2}$iHi+o%md7=Cd_~eGeW0HO#U7e0QFW
znPhH-TFH=4OZw*f(jiOU(E?Il-00cQzF;e|;xS7URGNH(Yq)*vh3oKH&wCNJDQZ^M
z;FN{Y@Zh6k3><CJ&M3`_ezEMultw+bL^y5ALZovlt@|eupG1oXJI7aaKQ6yM)w#>@
zldVV1>Z<Cs38(080e92U3;<sk(Gz*=>VEm$d%^qkh>4o&Gmse-Lyn6W7#-serb>lH
zJwu&P7{{RpbYN-Ky0^>XFVzbli&%2hbMFST#r{;B%#$(9hED&t7y_eU0iClrBkt^}
zAo+*qa=(x|y0t%$6volHK<+r@pw7_X<l%rY{UQ9p{WK6h*sJkSN80?%m}vH{B2aos
zhX$GZB_V#aeI2EL;HQ#BfkCgz)0)5d!=(dv_QYmjU_T?qZb(k8mEDiUZ&X1DUlSbK
zQL8YLwv8sSyqg?thiB)m=ZWVMaSf^!X1+ctrU6#uMd`RRy!_YN9RO69&Zv_&kvut@
zsL<f(e)^s>$E(&kXsUGTTj!b}{k-`LpeTra?EClUF+ZsPXK;Qs^|G4OV6RMnld^J-
zYp(YVm(b)gMs8zgPGB-5C5+n8IhJdp^vH=Qou}!rKc_UeyQMH5f!{X3EuEXxY6k$!
z{m?*S!te+L)$5!9vcG5FO+;AR$#J~rrV@ODzrb%{!W&4grfCJkx)JUZd{AOF2eR6)
zr`_<sj25p()~}AT&7KQf`Dn02O+{;kuoF2GggK5-9bU$lrR9QK_V$y?PGASpS>st<
z%FdX;PoTMob>;S~b?{`D*ZzFB$nYFqa`X{Zp<~+_%H-M|Z1Dgna`^1^;Sp?xF4yxr
z0wl&5D!yF4r|ImL?wEh#9TVo}t0hhs34d*6VP5jJxlc_pF(9E>bd`TtXl*bJU0<Gr
zSGlF`wy@{hY8o>AAPl68Q<0O)lwdn3iO78w_IAQIJsW&82zyz_jlrKJgUwVQKgxY7
zKF)Jxfo`g1r9RDwTHYUfyArd}9C98T>>2SDs5K(*$49ue?XsfBD+j8An2&6J1CJm!
zdqqY_=99WIXGiwPo$lQANzSKV&XpRz^vn86_WMR@EcUZV8R-5>ish3c8uSOOPrq@G
zUpf4a2+FIw$x}kjW3CHX=bRQfZd$L#czYH#R#mO<wcQl1*~~_u3<aciah{!yKG7jT
zroa*{v5(<%Vs{#MHII>D+ifJ!-GA9C3U#a&0P-^nl|AZO51aEMrV4mJfgKibce8o6
zvV5J0*0wWy^3+yhh!X>^;oW~<_Z*pR?v&_Lh6%z+4oRd9);@IFQbxkcQ}$N}*My@B
zdQ0z@d*>ApKr#slUbrrx2XSWi!Cn^rcsaHN7dXNVkPB*!^t(k@W3XACj^gs3U#tpb
zGkAhJSI_cTqUT(*`yBHH7gjR7wipB4L%j^BVro|yutQ*;ScxvER!g#Z<eRCG6NO37
z70^=G*g$83EomR=os+dqW^yfRz{+;vLI6&@-Dm>0ZmEs8#AEtmoImhw%=YE*F(A`7
zo9A!xC96siT-)Z6)tFkTDtwEg*@H0I#yS#E48T_u3d6TEo?0dqf2c>v30NE=Z?C=u
z_ro>5albPwx`vnr`roRh3~w7V4`(Zmx*8L$aVDDi0w}%1cl{zF*xBm~(F=srV@Ju2
zAG82%C+!FaG?a9NF*fe61nnrKDwHpM;iW$(N;*~KdC@6W3YFJE$kr{qq3mUnO_lTE
z?C)5V8M#Qy&GA@tf1UvK{t!{(9!PWe$ape!A{jen6_tkDm)zlEf|mxE8ncrGd>{Rz
zk?z3QPfu`s(RMLY;=WIwvGgD<mzIvFpNq-!UH1!oW)fi+i=F8HtCOVL0l5(0sOkRg
z7=G>pda5vc{~8X4>_W^>d$Uw`*sPGYz4Qmwg|z0frvTI@e{_hlesA~z=L>}HbhHen
zqgEtSaBnIw9Ypc4IST3&W`U$p!#VCoC0{KEL*(dRTLdma`@hhTS9DHERt@UC4~;0b
z{T)GQ3$1@@SF3%?+*70e7~6G3MqZ9^Mk(cA3_My^rR`Jj>AsR)JvmtYj$x?$;z}pO
z%~B`_w8Z6tKOOro!run4VKD&&KvFUXROonXAK~dnj4kChCWG(P4VV-`0V%dD%#e-n
z$FNj8S~>5b0*qsE5QGxjdHqVPP^vM$m8>_00zpgkGrj@Dn+y03<$b;2utZO*a5}vz
zywa5q%+VRn_UYgs12eC|Z&$wdPKe#_n_=j{|AQ16YO%kqkwh%l$qRn%_mAc!2mr}Y
z5s~}LQ7>q3ULZ1Cgq|E4{Y))?7f-^Y%F)%Qix9PEwlwDX#Xm|@>tWfr_|+hL{<R`=
z?T+KAyyRX-;x6mzg77{RQ3aK~whl_0f4VoFi&p@*DPcR!HRx9gh$`7FAvB_(-B$0+
z_njuGF71<%waueT>^LUT>h|i%R)_R`SOZ-3X2_=&nPEiSdn+bl0kind`LFulo*Ou_
z$QreR6%4Ayf!$RIcW-H&={r0mc>TCgh_SH+0}p(CMvLv;ef4ez?Dsi~mV#}U-`Vqq
zn6fz2A-4X}vbK8>l8$$6gb1sMq=3j>-O`-{Ke|B~fnI3RZ3DcDq@>}t2`b%aR&LbU
z($#b$d^S6w(NPLZV)MG^rc6w#-1m#G7@Yvp*@j1I<HSj$OBk%CTB{F2aSfCFV@6hv
z=1Q)Bh<!<w&YO=M97(fJQ$Uk6@tnR6z3{g;GflDw@hW>d+}1yG)}!=swujU5AydAF
zPmk>E4Bq&F>=oHDl(+K|*ujhUme<`lp0z~9xt0%vCM>qegQ4ThZ%3c&Y<3s7t#xKL
zt@WaRHV1Nvtk-dS$cNsmixvc2p&3y>RD61vX|&$OL90bNCFb*DuiT!W4v{gJSLSg%
zZ%PfiNcDaB`d?Gez2hOLL-z&E&QDjfVWaIH4P_rY>OH&Gw<686!3v>$h?;-l+A**v
zj{`unXo!CY?7ptzTX}Z-b8q`EBZN{YPUI5;lecwRSu!H|B7!w{vdDU=(e!>QfqbK&
zlda{Y0?RgA^dCGm7CNLc_Jxkv_}E?H0M$~HcKwWPV&VGQ@yh%>0uQ}m-;u*eu1{0=
zp6BFGGRTfONg3+O`EHfmo9_Mgns!R_p1=wKCvEIhN4KDTiY)5q(3mS=$_752FuZ`N
z0vS?+vLr|FBlo{BT)K7U<?%8>vQ}ki68(&;#RG4c_J}XnOYu!+xtp!N`)@CZG5xgM
zr>UW+vU`Co=s2-yKKUmy3Wo7vTW2|4Pyi@J%62e#2x5c+l5-%1Ql&pF!uUtx^>y-}
zZ_4JXQfE0Lvtv7VjaJOwvZY($P>9t1zHVAdB6%<!t$Hp{-hIG~tCV?8b~1PPebhfY
zMju4-XHT7LRUpW!Fh76cC%gB%;>0iM&NaDUw9B{V6Braz>QAYE#Wio#p4{^!5xT<N
zmibxb>?fbvOV*gq7F~~3qEs;hE`D#cj+saF-kZZS5-gpx_~}|tpgHjoM0ezd-WHca
z&!q!Z1bh%vlAAe0jv7wkheNE(L_Y+1T^a+zg~s(O+|jriG8Ghx*L@bfJ%4M{)zeY?
zgZIc_);U3ondo=}q=3%C!AiEiA4a=W0}0X6{prn`YdD0E-_gQZ9+&quS$N#nNc+!}
z1}O+2!iH#y|Jg{5VGO{!Fk9B%FP9HJ`E(rTRnJI`xRGM??BecbfjBf{4EKDy#ig+9
z7h1xCWkK14>-gP_yi6VhE01BGPY$$}laaKZ-Kynz4OkMr*2@|We6Lc|DAHlA^!2V-
z1afgrW_Z$1B8IZbsLXtOwhu1nuM|MH${sbM3J5$67{omHsYFA7ewxtvWK(a3q1OCy
zq^L&LM=BXLgsXWxP>z~E(5MXikB5BY$I)Cfv#)6jRR@r6p7x4EJXwmZoEmi!`jBX#
zw;cfma9^!wipgd4I+&|l&+|0W?6Qxa;rp}^n3p#k#;Vur+>FQk<t-hf>>ek6R+18>
zaB?p@JXa8_lia%B?L1m!oX)p~csH*Pi^UD+1I9&CNEmDyN<i9+=csO+8(AGkJ^#K8
z{7d{(7k*DQolQS%Rivj#pG1<aU6e=dMmcBIX1(xJ^xBu8v4U{f!xuJnl40W2WJIF$
z0{0t_cTqK}b!MP(vx>e`2<H<@G_=Q4N$5PUr)rJNA-mAf>FY&05P+0FU&a@#=&-zQ
z@;|%HYMeMo)^l*>gO@guiDka&C5yYQZbt}HTOiOP(GLxs4x<;ozYMAzaiQ1%M$7N<
zhqGRnT`)kY5ld9C7LUp>s&mt5CH-Y@%=5L`H2Ij}*diAZh9h-=6@=!Whk?P=0<8q`
z9UeX%O*czrkH0;LD=R9jxCF!?e9=2o65*26PL>)*5*ha5?hW5{NrfO<pd66!UGX05
zbcdk1uj*Cwt(^oz>z>)MQ>y48Fui=Q0nldf&-_3H01QmH6;~E-fn;|u&eOnpoz&Hn
zVoHTMY#32br!Iq$F(1>W+#+QG^}>aVE3#wc=lLDnGFQDANXPuo{H*RwpHfLdn-!0S
zY{@w{KfgL{r;_k(_GKm6_a(Oj)-zr!)?XmN>P5ikBJPQ8_^<}OAW=_@7lngy6YpKx
z%bQB^x2={piVgfX(w?K)3a>Y&`McK~9*O#EWUy72pw6icegUi1<HHf=%M0wVp%#Fn
z?_j-`S8g~5@(Dr^=I{Uy3tXqoWV@M65ab;E=AZL!B4QMd?iRbWdR748op>lJ2nLCp
z*XyVvpF30RtHZ7i1X`%k;ZGp;DH*sUTz)|Te8V-r_{jQRvqk2`^%pmvr=j$t0YABT
zkh=!UBQEs%mz?E~PrA1AjNGMx%9$TVNudd7Gl70@1GO#*i^vDnSWA`YHcO3bytUDI
zvihrHCoC1cLA1K_EL~ysI|C=)$t!_UY4aAbtc+a4EzZ@u)DjuE5qy485p4JH&#x7G
zglqqfUNp>ot{wvLdw!XJsBVXWFV8-|Sy#|$f9?GO^w6@ey#$t~slnx&QJ1Tlg2W0X
zJLw_r14B^1Fo}_w-<Qy4IzQdK*-n;EcHY_>C9)^m;@9(w;3N0nW&{{qKb+6*5v*Os
zM2zFs4Gb3qngyQ`6zS_1zKdCcr0~kYN`MZ_a_B%8$HO7omFFr31NVCY?)h%=Hs>ca
z>Ce)YGpkl#SVMk%En*RT1e;UIbej4RuwSWZk*J*;xbEZ+QriPo1<-4BW!>4{h7!>^
zz`X<{DOP-@8yu`>4o3IHeJ=#$<NgVn6qo0Cpp!v3Jn@(a4FJ_>_q#<2(&nQi29|a(
zJN|1OgZkEcrwx2AyFrHkBoDhNz^d|7Q&WG@)2HtQDEDtqLN>k<BJTd{xW!81e|uJY
zYS?-t$`~rpr4(gtWF3mwO<69|>xfzH6z?b^T=m&Qp4auZ^GQEBJ=+4h9^(NOpqt0K
z`v3Nk9cHJqxC1RR@`pLhquD>t-B)%UuZII?t;7+(KDWI(ul=r4*k3j8T4zqDz0JGX
z$vFrPRwnE?Yju#E|H1#SyFD1Qlq<{fe$C6iN4Z62OmHvX^9G4C^?tH?@B?5`JrP`V
zgxGvQiv#y5fZc3Z73YlZ%Xk9g?^^?(12NW40<I=}%;=PY$Kxmq&yKg@oLl>tqq)cA
z_Uvv$O|H|jOcfX&%Wx=a`Wb?<74@hGr`4P>JkM^`WB(W(XRp1!m~<|ihnXH0KBu)F
zw-qF3F!x*hB9A#!0rLcv3W6dCNTyRwchK$6v%uy$0afr7i5+U+Ig3o!4@tgyjvF3a
zuUAeB*mtYmD|vUzk267TU3I->G5q&)@li%uKG)LIu2lkyH<`HSsNak<wWwZ#94TH1
zXCHhPK14sKFI-XbXz51oUuR_yhaBXyuXkjw`H~d;d^NH|+3D@jAn^g~^W6;itQZVy
z-*J)k)_VH;s8ZyQVk?loQ;%8sP+TLF>kU*2p=f%rB&1LR{(>6{&=EJn<}z<5LuD{C
z1!S_M-yAZtl3*|)+|VU5AR^Q;=+ON!u7tjzt1^wC(L>-Z?I18rnqrNBbPVvp-5CcC
zytqHlCTtIIS*fezFf#ilmHx&`>as93g&K29DiP=$q{@*7L!5WCZ8`Mn5(2FapbZX)
z8uHX)qx{B!X}ZrXU9zYaD(juVxH-2}dl?kMs1_po{F!j1?EFvvdk7fD4vtjKU3tx>
z3#kJ^FM(gKz7haUOE_1mHWIkINeR*ol!Y)}^jB}R;C}b&;b7vGx|uEA()RLbmN#^N
zi;YEayh^^$rU06Q`<VU~7~YJAw(4c^AK&F;e@TIj%-`%3QM%RqB@7Y$1W#DbA@Izg
zR@!@W9(~P4v&jkm7tCp>pi3hi6#4&>A_H1)8^vle1R`Mvw=JDG^=*)>1C#-|_jMm7
z@c~4P^Gq-pZO36A+Lx$~kx0Plp_xJ8eZ0`LGZ6_uTt{~0*=LV@>Vhe(*l}brbHxb2
zNdLgZlsfGPv!*Ey`m_TC;X7v>za(b(s=pka`s_bG5oEcnLYE%&n0HQ93CeW6(bAAb
z*%-msY^9^C5{3m#Qh~{koY9nfMypW!(&E4C4LZYfx3@nod668~y6cS3KFPdREX_Zc
zZS3hfTebZTq}p@NwHvWq{ceTOgJ-ixWZ!ykZY;SEpM#srVgyYl=<&&b=f57bD**RH
z<2_6`c&YjLW}z!ZGk5qxyl2aIR_j-MNZ<6aK$UCF($5Rxi_Sv+kFUC)8dab0AQPd^
z^@5U7V6Y#NJjd2NG5i4k1^nZd2Kxq%Qh9F0;ba}@6P#UjLtKD$Ic%fp=A6D|=p|wm
zNSj0fz#gfD7>WE$Y4aS`Go2gi+(!r|S<gw1=VB%xVJ#}d?_jcwMdCGfzD-tbKC@P@
z<~}D$N;SXYoY<qGAuM%~)C~tAWNa)Q5AJ$$)<%bhy0nmfa`bJ`BeEa@ay`Hv9DrZ{
zhjS`KJjsHr;~kc$A<b}fLLQG%7-@w#z|aS!2A>e=NKN|%af>ex@P#~P+O)RD;tt_p
zFd1bURnd8ZY>Mz(_%xpe3RPQqA>X4UGzi6}=wg4Fsy`bC(LPJ^+UJwoed8{tMGbMR
zG%W7+>k^Fy{NUR)m>u5DPIw31;$o5Cxw&nKrYD}QV!>n$7|Vi)gT=dYeJ#n_$$bBi
z{Y?fjA#E`_t#GTqAr1Qt<O%1ln=G4S-!}z8v9dypq6kVVUZnH~Lr356P28(}&<G)&
zDP3HgEmaRjR^+FJ-OA>$nGxFKdA;A7jJ}sZL}m&54nZp)h;;9dp&5YJ6hQJSgaN};
z+)YXhXOgRWkWUpY!LtyWiUoR4VPC)=XB__xxd$q;ZRUglLTLvlnEnm^0l3dy?jhhY
zf}hytHnys4r4f#~o{jdAvXT@0N=i!hLx(%A>+8c04sPG*r&XKf`<6?FN%_Jh#rpgT
zy0<!t!&E7sHA*R8Z3cLa_ZrvMQXt;%CPmh4tA&Nc3$ZrSA4Q?UR@MHJmF$V)`Dblk
zLc8JfTP?#@c3&w5+lFY7s%zx;eMP6dLQbYnT;aX%!nvSz@^^Guy=ff$Av9yMrq%Xh
zLc2Yjezsp@UDXEG{uIt1wQ8#e>qncB^DKcWV+Vc4GI6?UF-&9z!D`1QL-)4*-lG&N
zGyy;Jd9NGS6ZJ<4bfHVNp{UjKLbKhYl*VGyPZkpUCo%7|6u%$z@P3{`{%I?agW|QF
z8F_J*k^k4X3j{pr)CY{lt7?l?e_1jyvundP<=p-e(=uqDc)4kSd>W$=J}~0BY{Bic
z!{+dE+(aakjd}*k(*W^NXRTUdPK8mGv6&C7g(tQxC2bpmF?6FJ9$NYux3*3gj)n93
z=dBS3dWf|~?V44o<BbP!I!DUZ3U0P9r`$aHTI+lHDJdbJ@YP;{!ddN*(j6)15k0AB
zpyqz`bxkF4s_`tpdgWG-$agWz=ich&yn8ax;=_sLD9;iNEj8a9Xxv16kJ`TY9orQP
z0O{>qo@ut~L%7-FE5&ILe|gYnG6Z7LmR)ez8L3mGc7~IJ`yi$ZdK-J#>R?ad))Ry-
z4;443z+Z{1X9F=IXA5!3(QpJZ7&<E;hLMu79AcxVNr0-PVV2fw1|3q@Q{M;R=Ax;c
zJ8lAGTA#DWR%2r!vFMf`G^hRd^qo9H56a9&q+2YxT!PiD6?@@Fdf;5)G+8Srzzt10
zr#jbB%TbPlIw|;@+-rH-N@ihukwVSF#^58+Ps>=Jp~-M039Pu&G{x!IQ2yIt>!Z2x
zX6dv{b+vIK+9ZR#PtS-3q^#;=D7bF?FX7QB!KmVtJ0M9njOd<D^UgNbkX%EtP6irA
zgh!Ow!!j~Rf&I$Po#R7#3zfPFg?oV00Lr(ZA<qBi)Vq##Y;Xqs5IWY$TI-VHz3aH1
z`%=~M7L#r_t*q(99U_f{^J6j+Q*ng}E(l>Hwz?CZ@?%POe7ZlbIlSQ~RHT}gkvMR=
za)ghowIFW+SU5n@!E;YPzrITU)ieJ>S(x~9Z3AoWWp_rxg)*DD2m~7+pvkVL%-tE>
zqXOUhD;O??uMdn2XPnj+HxrJiZz`Zi=Y1HmfVZ}nnyL0~jxlyNHTl0kG!=OZNxI1G
z3d4H`d7(_V5XwR(T;sI4%u45ZNbpziT+4T&0+L8)4v^a3Y135e7y*?sZv6`y4f3By
zZ1oqkcbeG4rO;$bMw7xXw%{d4syBXuMFbneT@_hCIZS-i6_Nakz9z0s9%g@wUXhRY
zUt$L67)#Gu_u^^XdklPIVl+kY+4$|*?H&;vc!5q0E(<+X>(rV@AWKRax<G3@{Gi#*
z1V8+H7m&;cEwTaBtK<Bai(9pUX2OcZB0w+!h9knaetL|L@Mv|sd4DR!azbJbp}&X<
z0`E8P##s@6KiaOs8N6XUoNg8YY09PuWBb_qatH(@Q5N?8(|}{!FCcFZyp=15QD~oW
zIY22<tq_-O-VD)6_<)*5C!i97M-KL<oNCAhP^kY$4k!joex`_~^uj>i?Xv`p1WJjh
zl9`IEb;&21l0)ugPh_#O{2mhd)lb!u5CrY5F7uVKheztR>deDXz$;BOZYkKR*jysu
zbu+~i?C?pCrBkpdK@SJGMEUjJZ!GHC?87!H`UIPZ<{r&Yf5tm<8AF^`eEPD=?3z{7
z!zP3;c-Td=!CYYn!92*h!EFy^ErlK7WIB4Tm_dWwOOmaA44V4Qc2q!KNHLee`N{So
zw-)Kr<)0Md;amknnHW-BpXoq0FH}y1nR6Q)6gY5D26wC&rcBZJ70&-3!FGJTJ1{vU
zrDfe#x31;*_nSZkW6<T}+8tMtN)X}S@1*x^!9Ok)?C=u2<o%f^hS*Suc6>)#K*E@S
zFlVu+x#H5txwcPqN}W*bUjAc?xVl(%uhPs@@h4s%5-Fp5RCfDpm>_Q5i0Epr09_q!
z0i8XSKri@)7XBWP7wu$$&{&<8<kVATVf3<6oEz-^J9DK6Tb#5PW#8Xd%$bo;^fzL@
z6zXqU6I<-Vv>ODT?{*f-Z2RbYT!|JdR5m%SHi~CvXkEbgL>)R#twL~ke8uu?d+TY&
zmVcD&g&ZvvTK64ZXMph;ult!E4xDjdO8aX8c2>1L>$@w8_1^-7)}_O_3^%_VX82@L
zYH5_Ik0xXVj+e3E*#4j&KZy~<&4wGpcg+88B=>!fW8f~;Kcw@IxU^HPwZv?ykZRQU
z`(!{0oBQtV%Gw+j1}=Xnp{uLWj+SMZ{VLYznpwx)4yu*~i&f)*F1BbacJCiRa!fCL
z!MhJ-Xj~GlUIG(RC0GZl4g*T!0aHUmwFkexZ6x?WlP%cV3AY+mo*(`@6L<?RyUs4~
zRXTA3R0-$y`db4i6=iyQH_?&~89LwRaGvGg{taemztrti3<U@2bFQwk#eHRw?+>dI
zgj3SS6J;BApe_r931Nae&9VnmY{dS8pw|G1Rg<5u#k3wo>Pj_!P%Ym!T$DD4*CSNg
z5GhYd>JGQ`;TUc0qV`|a|4{hn0U-VWzY#)$;7}0ITWh!eXcf0b9V`KTmp~Bh@7UG}
zF2|aR@=t-g>rWPq$gq}HjhEL!4|$F~1E6yS((8(8I4dzRo)ySzCsgY%YV<m!2hK%^
zVuxiO{ZJ{_*D~)ayT}O6y#}W{ZW;iZ9T@_YG&MEH(Tv7yZ_D*>FFgwX0!s6nu#$Ut
zg|FXA^f##@JTz5$@py8eSpP)_NSh5r7$g_8jo5&4576l@GyG4_yK9m0<>g}$zgM4@
zU=I>k_&s5YN_lc74`-S$x@cnRt?wp|&J0{eGF{H^_7W6(QIR(SxSbT>UZ8bb8E}mq
z!zW~hhT1?6-U%0wKV>GJtaPVux$RizXiKuB+$g`Y>k~pRvARn7`D*IOF5#L!!&+Qx
zvWXXx&@+PC0lPdQ&gk~U#QS|pfWCNj^Tf*<Dqs1h%KW3#5x2Le*M4-a8g3puZpb0?
zfD4YepFb%O5#-T_>D=G@`X;FiEmC$S?|4DR?BKUI?$}(MTshn$@y>RR+&Aj57>z1@
zy(DralIBG6^Y=#8U$S7~owdw8wG3)c2mxPd#;P=`vNCEfrv(t|%gilCT=vAA;eaZM
zM6Op|^nWH!98Ps?xV8}7-g{q(=?P(@sZ5r$K?IsI7+!+Ntj~j(7(#P`ZXD@@Mq6l}
zM%{bQF9^@j)Ms>_8Y=P@aLY^japOE7z!u)1OifEXnO>Tg99QGWUby*;PYh8zpd^p(
z`7rgL+%8%?NbZ*dd0~Ahx&F9}3)Y7;n}%krmulUxB*W4Bq9{GWJp>6o6%40E=Cpb{
zfDyJ8Cms;-24(t0;3Mq>Sw~X_v%Q`*PeN+^VJ0~}e>RC%V^tZ(I>XR9(GLT>UbGDV
zd;iIBnzyrxjdm;MCtkhjn)9nyIne^h7t)5A+M%yF8L1X#=7j|XMrh+>b2B+XKQoSu
zcUKA;6Nf-i8X$}u=ARjm?8nj6(boyjuYMAo3#1>rt=U#tiekIl+X?d02xz2~Vtrjg
z@C+n#aMk6;Xhz7&6=@tj+6I}PW~Aw`sCV37Wp%D-L8F0AIw^)EPBhw{`$3!OJ?DW-
z$N!Pa8v&A7dk0>fTYaT7V-Vo0YVIhC`#V-H>1&2y4L{P9V}(>(8kD%g!@Nh1Q1Bqp
z;M`3IK8O%*2p^J9h3ZCn2@E<o#5A?>#yca4)1C&utiGw2=%&gnH?%;#TUs(}D8?u2
zYJ2A{QTVw#fqDx74qadgX)$s0pHZv!ToVW<E6mx723s`?(xgl`6CVKNyEq<(9^Wwq
zlz{pf)%3K!u`Rr}xH*`kgo!&H?pK)5T)Hx?25Ys154GQngmO&`Hj;j-Iah9+N69Sv
z_~~eYfnESwsDGKw&+%fvQ<pmd=c7CYJ)fr)+HB9X(%%(Yc`!69z2Fpy`9Navd$kOQ
z8;EBel_`$35^mMJ2RaQ4QE(<(xIncBz%;INf;aNT&X-(CmMOHbtTBE5)+sdsSXRGR
zGmZWu8hR)hx97}Hz4wsfWu<Cmg=!-7M2-`5N&<6Q1F>Pp_t=ji_dzvwh?xJ$S5xIs
z89peA5P#nOJ&+a0#IPgQX!iNc_V(9UkmiaiJ!Q{FHRyB%N+nI50>NmvVXGn&xYHyW
z1!GZpZ7Y*S<aYU$Ag74iL~9wb!v(nlu#Nv4yL<p&z?&NWs#amdRQ;gQlW4B?mm_+K
z?I$CSrBN^*Ohbm=BE%I~o&p~8$6BG6V?<`p!f6e?<kQ&F^Vj=Dj4yvN2ueigwkFz@
zzp8uV7PlK9y|-IogfW7TkgTX-BSYMrFhm+>x*cF^kC%q@=x`J9bO+(cQbyW!>6Elj
z2Djo_22%Scsse|V`15>sIgk|PaIENLuxr}6@<>nUH@bQ?DUc7W^J&Psq#=Uznc8q$
zH7)uZe4F?)#5-y{U=RUK{k=#cDHP#9=VYhllhWd^;#Q!A;rFutl$|C$@idr%`Ru&A
zl=747H75_MI=uhT&3+huOWGAKN3iZd+~a#~73+04j-w5JZfahm*#NP272f+E1dex;
z1cMYX4|Q{PzLP4-xCAn0w*DWNK#4YT+C%rd4i|^Ftd`-y<8C2~luw@aY^eZ_a<c%_
z<}G$9OG6mk0JfN-UG?yP#tI&uyDXQv?JzC+8)t7io$}zv>^mvTY(uDnrPjA^^V3y^
zpN@e#iqTh(ZV94Dhj|s20o>Qi&!@?(>f=L>tSl;0MjY+6^i~E#pQ<5-v7`nlN2oXc
z%L>8Z>EOA&+J~BP4Q_8^Nw+Gn7;!tc4c_J^?OcxLg1thSWq!Y%EUG=}zj*di&+qf&
z#hb72y1Z3Qnv6an9kH6o-C=w2vMfEmE~Lt>+W3u$CHMD6zImKdCo{arNK*5hOqEgT
za`^C$Xp&UM=|tToMnd4OPAlFLy>J8!J6)!|J6Pb0b#RYTHe2{psj}DNMdDeq=QgEX
z$Q;r5XU=WLY<?v_oALMY%V@3kAA?u;^u61G>}fyUmWZt)ov4ftg2iqA0d5l0dzdtV
zKGC2sRUk#>468&CZ_z7-)dvyX0ZdLd^m_Fdn)QoXWY-UlH=JVLo3J)I=EA7^|2(`u
z)H(8LQ!9+hBO)_;0*&0WON^RV)pN(co9W)cS+BgJKEX1i=H0QUYs{_{P#xr<5|Vdx
zjgdbkDV6#LjnQ2GzI+Sa@Uj0+VM&8cwpwY%@e&5}dS2KL3HJ5BU5ysy-%)g}?{P&e
z%^-R6n8*@(Sk~sZ>Y02PG%WO&^N{veo7YmR#a8yR@~}>p-T<n8E?<4sws;&fYum0?
zM6YT7k`P<pmcoB-l@9a#V&8(%X5iDWDYWp8SHtIWyjh&9tKHD-FuxBp`Lkj4YzhZ&
z30&(Y1d@V<gl=q<B}+hqcAv?G4O|3ZadcR}|F`rZ{&hAha;Zdjf3D3VnXs;|O2$2p
zXf@xuBWiN^cS};Tqt;#}1>;g$FO^9R#3g~wSYraoN2#X|BoPKh_K5Dv9(+V0AbSr)
z>hhgcj$nA4Z&s_)BSO|(F3@w9eRzTwf@dDDH+VtP513_j@&Y&Y_eIVk)^o+=4Ph)1
z#SL@v)9uPWa^8#nLQm2SOnC1N>{Mt9IW2Yn;77T8+t*1o1Q&DnEb8WlT+xZF`B!fv
zJ|1T0nLyLq>-ib<a0>oSCQW8uF92WNQV`ftHIt>BKlh-%xbXE!vt8=rLOUsQr-AEo
z$d2Q5;Y2~PS7t(bFKdCqtq>tV<E%_6FQm?T(AL@_%j*^T?S5}@&%p9lm|j5FeC49|
z8*1Cs<*9}Ki$>5Blcu^d?<M%RF<xU1WqQWY2rJwN+7kx+;7bTvRRZuMTcQl-5=O|X
z{{l@(p-?bBPWP(bOf~Q5e42k6(WIf7)$Y8^MQ!#3nceOk?8vk8hb^n|xjqH6I7shU
z5{4qR5GEo`Yz$y-^CSaSb<l-tsvKe!MS5lz;p(eiJN{fb#Qz$6dt<US9Qqmb(=C8n
zN?vA6DVCB>34DlR5*nVFM@CcX5_{`_*e#sSla7qS7zZ8ey6q}(&oOKB1-=7yeAzzB
z*R!z9%e=+Lv(P}`>Hb=EUe)JNjU(GrMel{aPiO}RiVO@KPL!GqgW&)bVI>pUgh_79
z86_^x>eJjA&Cd?;n?ofps)Vri+Ca)8L)t+8=(Ar{<&S~Ra6(`ZXo{G{iEZDawo=ZP
zU!*nnEax<K%DD`rEOM)`DCbtd4Rr_}r6+Nh1HnLd;Q)`r|BWf9Z4P(DfX>HDNO!~<
zP9khTzux4XQn>Q3YM(*OzyT2g%^wWP76=AZrHVSwrSyz^3LaMcJlM<j(XSIBqIa1z
z|L3|4w29})zo-}tT948z#QO};q@!`4CN#p^*Z+GiZYr{~IBIHX*V=mZ(KL=PrXSRc
zb4EkXWg^rw1KVpUC=b#U!bJ_}9|Ltjw<TN8@aJnn7;`PJo|!DE+QyP}am%Ti@vf&g
zDuMGUI7K`a0Up|4NET}NAW9?WTmPrIL@b{IUk}9=c%K52GTsN^YM(B>_q7R2^ydph
ze=t&|JaA)T$qTOD*X^j~XV)z9g}bpT?ZriQQFn=|YW-DZd_%Y$`o2Q6P^RQ%zJELq
zipoWpq{G{lVJ%|ig$+t1%&DW!T7Lb{*y;XIn8hH{nlz&lJ2@lo+M@;|PH-e}?Les|
z$=5ve|Cwzd6#K`IHuIGgU-hR|CW+ma(Yt?rd`{-QPh1FUSB{wlj`HB|`C<+H_9?LS
zzhyuGPhC2kE6MxndeuVVagE>oOT}Q(^?TKI;=Xm2SC^`<yV4{=0wY*j`{s(ob)p(e
zEDAX2p(`<C@nX_q=r8Obkh_Epw2(1K4;i$;uI>0zq{V?hk*3Ij-6qsY2~n%?8JWT?
z*!4?pRXNNL(wo^TUo&OlRUgs+xk?2Bqdylo!0G0+si&1^Z2IRH`zxzyjhojuOewLV
zb8kg(TIZ2zawA3}AG3eBrl1!H2Ce`frdXm~5bkIv{lms%j$X6=fZ^Y$m@(4huxpMr
zq4qw*zjiXn_g%kFPUf{PW?3LTQ(oKL>_mn3IBacu|9{x~>Y%uqu1^9aNP-6l1Pcy>
z1a}Ya?vUUxNN^npNpQCi++7BDh9o!%5Ok0L!QI{W4$u3&@9x(AyH#8D?G!^z-RawX
zPWO@DIen(@!DaT>a9GV2`#-c&?PByz79On*T)swcvk{vX(1H1R>$^UcR*bd86w&0}
z)@?|K1cjcK)p=@i<07O(fdIE6DJ=~o`*J(rg3eBXJF{FZ>`@IV0ng2IU<9{I*IR{I
zM#=w)(GXM%-8NyF#Dr)NuxkMPW>&YMSMe1-k0gcifWL2?#<aeEjweb6HzmYU8UuI-
z|D$~$#7l8wyXo+xIg5TKw5IRa3t;Ns5meJ&$=?0Mf&fp9tV^+oO)pSP3U8qx1p5}e
zpIz6fv^bdPguah>F8LfnxUEMm_AnE`(!E070F?m`Xsn@@68x`gcEB}|DDdXYmqG|W
zFu~dMK$E3U|81K+g6jg6NdKK@;J=SZ0Bil&*oS*pi!q?W7spQMZPVfY&^*e^aVYe7
z|E$G*B7@G8E`}n(;_Vcv)RPCJ52#2kK6(?(0J3uu=XCe-)JdX$%qLN)>C4sWw)JWv
zlXi>ScqS%YF7)~PrpFI96ZZfkFn^=$SNTp2AxO6b;yZWqu`t8ejnw1(gDp^)>hKFZ
zDa^uqVsxQk%EM}dr{i<YeqVK#bX<EbDq^MY+`&{U^o%44o&(NkvpRjr{aY&d6qI!%
z$$|2qu^Mq7cp*vfy6I7Cm7Uua=sOHN?^noDF<$8KB|``y218;l7Ty&zVZhMTvj=)a
zUu7$sk`P<Rvr+ukeTS?=yz#&EhIBQcu(P=kunNKmhbeStaq&Kwh7YRf+0fs*>dC;b
zmq6<Yufj<l%mq?lB8?hg!;8ntw!>fs=@^aCx4Q417e+YaR2bde^vB^4)o%*rTXoV4
zSpF>fGu89<pK1KSi<~kopuP2HB)2L{DI@0Qu3RavFl-_(W&>nc1(T#j>8z{qyto>)
z9ES0(1WMzxmAeei6mW6XV;M0212@nwqQq6EUGSgey#JN2?;HKa=xUzZHW#WS{(}+)
zcF(L~8r1)p-6P;&-8M~8Fy@6}nYxKbicv?D-%j9zCqZwLqY`Sgms1;L@;>`JLD^aR
zZv5$qwiZh~fQG2eli0Ry?;OyCu*r>UC6>$6$%sR^r6v9`lP3hRp$kWS(7Eh5t_DiM
z_p8AZC&WDD5JJKTS^z%v@hc_kSto>hHf-@!X`C7WC%jw*5Raq(BM$&@*x{>OI2sBZ
zBbG~a3OP0&x8Eo$)}zG(Og}x$ZJKrAdVbUWIMq6diD27?;a?{Fn-Fp{A#?xa5=M;u
z^!fC{a@sO=M-VLB0$%~}#BuV%5cu^%v`Jm*NCvs3Yqn<xu|n`aeCpvHNNSR-1CBf{
z_>dH0nZG#4WAJmUQS~23(4<HODpKmy+3g{!@N~`?u=59;bR443LpI2Iw^Q)2F};&@
z;?OUbb3SR?hh@iALauq#WH;v{(yMCdyY$iXSl6O|qfCxI=lMwzA&JOljj1BFSl|4`
zTR~I<tOvHkaAS)ll!eZ}HgAV!3V>>ePPAzg)G)6G!Xww*!Z<jcccX(VX05F(8IBB>
z|A8s7XQ<3tCG_{arjQ%*K}~H7_kRzOLR-l0z15Tsr%A&fo0tAA{vcNGRkCNuu~xkB
z!hABiNCvcct_DzPZ}1?5GK-xNtk!Ibb!Y;Gy_e9K^an0ttx(_SM15^!IkG1eQ!)hn
zqlq|zYweac|0$;d`_DS5mrAK90Quq)--c_Lg{5<$KNyt&g(1Mr3V36~<cHUYK-c+?
z0>ib-aN3+Q#dOQ4i{$>p+3=XBQPceGUf9lv0*a{u0irefBX5GL-4Bb~3m3oFYh(I_
zPm(a?E@-ZpBdMj?!%g@n+Q96Rwu@N^B$ZG7D9n(qT6~?-@0IjA6@bKg0X)^0Z*(<|
z<!i??pelX-aS*`^vYa@D_(=vgmv$zK!C)A|r6b-<schdD=@`SwqH)Eor4t^yL;{|@
z<ny?Kn9PSm+L|O`8sH}OK=wrYg><U%pAPqcC?71%Zxe5+0gw>*7Ps%$&?fH{1(r4P
zR{D_4putqOKLjg4`KiHFgW{1*RhM4(mU&S{Ic5`#)PI2t#JL#<+x;`a3we^vY%KU<
zK0*h9s1IlYU6RToP1@*13JEnq!3$#WV!pOk$C1K{lC8cN#Hto1esP%fh0FHDx1Ld&
zl?t+o4J-=bi-Lq2%PDWMc@cUiXNt`8k~`Dz$jD%bB}WFU%{tXt=X9?{xrnXd#fWZ0
zC~BT3#Db++-sEl(EH*onz)M0;xL<DcsWyKMo;1b@;8H$Ri-d_80^(7tt13IW#n`wW
z{fXA?==Ll9X<QXq(;#&{W4A4?Z>^%7No|*dsujQF;3q+{(bYUZ`9xnx0TbdzgNtiP
zm`ZKvxnZBGEpjzgaQ}8zo&;hUQM~;jhr(UWqT1C%<Q-Vmz)J7x7lxKjOSAh7AVIWA
z;(0<sj?YFrrq509Ub*O;G8PPP95%ReTn!MZFSIgvjZ4IJV`p%VO=fZrQ8AZ!EEmeV
z%V{BCH`OY}ct2R@W~Q4vlO>n8;v(rduC`Q`$y222btzWQ8$hjP#<$gLDUXUjQAapT
z=2~Vqyp?_oTPayi0#C|&qsgKm<j#gct;9!p+6`}_z7VqXYw()dT02IguzcR^Cjmge
z%~om!K>xTI;UUOgS-I$$Cf_bd6ZX+#{Y?-;!ZhLmYkPDwswOyyT-_i&`|}g0ry@U-
z;qh-^<|$ab=}U2s7!UWF744NVRf2PBiIRr~6y&W#Mi4jG;l@g#JndD&9BRX@F9?C%
zaIklj$R4{`RD(@Li6@?!Q(q0p(QKXOv1dhCY#S@o5>;5Fzp1DF8irQ+$7VXOgNR+4
z?tzNP59uc@tG`y?4q^A`um@~e?yp&D_G7)|O$_VT^Bo5x>~~MsC*3>N*UDZZw@nA%
zj%84qh>$`4*I#x(avZ%O&4_-4X=1etf7K1rDdE0C{<POVJmx*E=d~`1lJQp7R3K-(
zV1bIp5DIO@A>HdLMOq`de5+nEnv&TJ!bI5ASW;BXmh-sU*U0=&-#8qZ@86fGFZY<J
z4lW+a4(pRmJktdDL8aZ2ohAUzv|E>?P>`wr+%-oDVOTuU=tME2Ljdqb42$IcjE;N0
zUyo&w3BHt1a`A-N>ECqiN7fq}=K)&&Vl0{LGGhpq(Bc#I!kqg9m>@6=>{%7N+Av!v
z3<&c+Drw{Hj>URR|GUETUJ=S$I;bs|gR9$ek21ymO_oY*E;L<j=KfObaY@78Q|&q+
z;VDqfTIKCwauXc8@1OOo3I`b%cu=HFiN<;P45?lS)TU|ZMG~iwVxMymM-N~RX|TG1
zU*Rs4>6`X9hjfu@pU7?K0C2?k$mBV~Dt;?M9nfxZxP3`EbJdAtrFXvNi?z~mby|Nr
zID4EgHM9W=$zIzRD6P2uK`2rc<SBIro|VAg7XcMTs?JecJ?M0#c<1CU4&*eUg5lZQ
zU=-7vGUM~iMH0<U>9MuP8YNQWh)!1G8vS)H2cI@{xK88*Net1a&6iD9B!9(Oo<%IC
zpKSL23fjk=*$Ic_^9ybpW^+PwVxkgd&iM%_$@BG&U(?=GQ@B|0Q9l~2)6=F99lO{4
zT0vcQ{J%PkVAZDG@i6d&>xcbxnkNX7LL)xBvCJ}RQxpL`zTDd(M^hdvfK$@puT63#
zr*oYr!Qy-0nH+N@Q6|7<JkDy?#PeQ(_x10JkFl}55H7uIwf_PivA~pgvFCZoqOR0`
z?~F!na;;4rro_R2oKm7?hm5jcGaV6KF~^5duU4kuq&`p0jETT*&#nqLltE5_@1Mmb
zcRfeAG!A^g0PCOPzrtmuG%UZGOH)2NK2?G(8qoT04n2iOx<>7~e>>IQ#?G+EBjG|f
z$&fJX6akIAvUo$nx@aKr*0JC9h|M*UEouibQSqwcT@%5Yl%N~KZ%(X2R~iYzb4v<q
zOZ*hHkBv<0H^=EFt9|y5ma29}yk9|C%ORV)dKFmq{`v;8W^@6i-;e=gL<9i0=}=I2
z9gq2#$!*MI%UmaTeMtJ7^4Ba|6(6?C&Vt(W%+zTq+OGCJ=6p7^bQW7Iq}{rmOmwGu
zSZM+c@j)~+L<=$|2=3%*)JolKDV~x-nhp&l3vp6}X@p<e!Ss$pYGusHOwf!>1%w~Z
zqH3yvv2BPb6r)IaQd_q}`zb^X@V?fs+l>0r5hB3pdlf1g^TjxGol2I!n>8YZ%Drrh
z-fG9)iP~w)%ardSbUFP?%k<xPJgci)S}F84guC?pu$0oAl)Wq>TybPo9!Pohy3)pc
z#><%aWzF>`r_~CP<&&bzmis1oRX+$9jA#?C8?OB3YMHC6`hF`Qz2naE+XWMFaK2uK
zaGudMC;L}D*juw3f#=aFiO)mi3lOuNj%x#i6eE_-tf&g2*S%f2?t(auyhBwv2!|6!
z;_MmX52+uy!lk>tD$RCJYZ}4u2&9~*5!3|SEaQ>r9zE)Mg!{1}|DnqY0<dPMd~>MZ
zLhU6Kvfa$YxfgaH)VW>i;`VIZHE3GT>)_{@Vvf0^w->lgN#YQVS)i~zn~&*8fMY6U
z<X-0W`Fa<qKe5R7&i{<D({Ur^;RsY`C2S%5LNP`kc*t=6j(VpA+5d3k=X$VmT1Fz3
zTw$1D*F@zxOr=WbWV?)f-`~>m_+xyLvct($UfZVk%C>3wj&nSlF%|h@eMZBoqA;%h
zPXo`Tj|6F-Qe>k8b%X>TvT47S-kvP+e0S?B)FBo*w}U^Da<CQ@A?d=`7v|7^(JOm<
zrEtjY+8<}`vq1uuC(BFxn-$36(sLtaddm<Uhx-}o_JUKP_BdY<u}V6qD_U1n{3h-%
zag3TdmhPH+<OQ1HHMKJp@ZO`Nv@QFHH}5sF{V!4o1fwt}3cO58UQf6w%JhBnE!^Z2
zwTlu7j`Fz~J*R(q$%u+=+L5B!ke&pkAqN7f4=TuDl>07;!l56pX!2Ant_W8B7D-;7
z(_YB^<e#u}{MdGCRX*p|ezzh$cqZo#)WUaK$fQ$t+)1~{ENN~!Nm@jSgv5N|FLvf#
zc`3`jT41xt<sqCi7N9|l08+)MM?&tZ>g-#&(^5shBGWtK<40jt$*s^8MRBb`tW5}9
zPa59$i5JngE2S%!(RyC*LY(91LU<pk?4U`xIQfcU4L#+=TpS{Z5Pum+PF#sLjiWf5
zaMZ=@QkiI3=1a-u0g;w85sWDRIhI(BQ=t~ac)QMvsaG#wJ)h(lUrat~nHle<aS=|e
z(rxF5dsI7OJo`*i8c1kqAxF)6V1KODZmeEEXw6Wv$Xp|N?SBN=yK#>mPu=j-@uR*U
z>wqEW)xMW;p8i$H%LHpR9QI=)CzcntRycpRyu>BC+o4_HF;}b-^9Hd{r0Bv&*R{6$
zRufo>Uj_OFt=PDqo|AG|o$jlaMJcURrf=rCwj{SqwqIq={B2!l8?o28dG&{UM>Bpe
zL1p|;?t6DY+1Z+Zv6VB<_S09+<$Mp)c#N1xIb_08EzRLi5>2fDK<m^@8hVN`K+B%j
zuR;NR#s23$eaK^#kDcFd*V;XA<-jb1K4?qhbEKN#_JQLeXuUwH!0?pM;o3LA-Nxc~
zjir^P?3IWHLJPc<v*DkwKdw2^%z|=8cvM3ldwP%w1UMX0LMdPrtCVwbMD$-dZC7P7
zuo7MI9kAy8_rg^YB;5%`u1hQ4g;`H|FJ3j#Z5!0>7FPrg&ekmibj$pvpRat*`U)zg
z3vFjyMOdm(+N#|)%h=uL?nQ?wbIrrzSheqtCwHGH>GQiTfMe3H{3p`H`W8~h?q?21
z0<eu08S9!H63|prD|6fznXMe>t-<jYHnRo37a$+D6+aS&;O>m|gHzLdK6vJ3@=3Yd
z;jj3F(Yeu0lg2&x&xURX*O>t4v-u*LTMDKJ*h5G4>SA=hRnYz~0NX{vZD@VX1<zh`
zxZJe}gs6mAYRee~-BW7la|#L7@lM)12zng)g!6srIR3%IKr|o}+~Z{1^hNnp<yi!c
zs+@j>|MnLv-dp)1Mfgvojd7>^XHVd1)7CfTb6IyULI%HID#*wL7ey!jK*Swi(Yfs>
z*!V>!8w!pNinC8MDwP6Qh1|9|>;^WZ4J}GaH|jgS(i@e<)a+GX*Jj!8M)Gt5z^Xq<
zMt~*%I(reDHBst>?8~MZZ_eUx;gIRfi>r=S(M$Q~HQJ4&W0tS`Vqdg-l|92Dp~Yw@
zllQMRWe>0)Yvm(LC7rTQDur`5i;6ykB8lSrzC~!0t1=EvZF2mO<3LBL-c=s(JE8M_
z-Zd-MefzNj-Q@4)SE>fDw{ln$_(X)(4^l!@{lMuO=Iti;Ls7T7PBJ{~u&&3~nKcd(
z5hPX)Vt@ar+`baD-sfNWBRrc<XL@6Fa~7r7%Aal;Jn)BMXrL<YJB^gwllW&0Bw7s|
z^(!gMp_ko?_Xh=$M0j2e9#4d&##Dkb1vM}c+XQc^U%Mu!;Z=<FgoydC7P8Q>iro$V
zSQpDY57-y3y2sLYZ93I;(GVRH^I6Ox7BxN_tv_Jdyb2Pwigyrp98AMM@0Y&JXJhWr
zcMT)l_oEfAI(2prtXxRqx=v3k>SMw|Z8W+WIjzJYW<*g6PI=Z~NK>_P`Wrnlhmq1!
zuhQ?<Dc-g7^5wjUrcRy6s^e*vVDHM+1;Xrn(?s4@@sD+>)QI_x*3rV_D>J7;kol+`
z7F&S9LG%4=pe!zmw6$ZsSK%xYQpHIB$?|)ZeuR!rfp;QoGlsI;!otEzzX8+1?A+%W
z<G{kzU5q2sLEn=?{ehL!RuT97=ZI+M+Z(FEw&Lx<xbDCV%KLry*WF6%bF9-7wdcp5
z=UcNHJkn&D>1y=wT!a?f>uTqwG!rPNpX(<UF?kLfnsHN2g7pnfDtjFivD-1@nhv7t
zCzvt<Hn|v-Dq~{)(SX=dQO&f&8U-rmpNmhdW-mFSpK18|ML__+@VH{ut5iEOC?=(m
z8(Zi+;BJ`6VTKeqo5>(r^v~`0M(3~0KEBJq!=dxgj4#6@#i!+lQ?<#+bx(dUsgg4V
zAvF9oUTCN0<1-L`?!eeB?-r9D#glFclOH1971}>me-4#hyosm-4^=Y!Slwt2HOEl=
z5;>U>5ddm!32@kVygv}LuMb~l05&QH%!`!&O)_p{2j&j(s;zMi@4US~J8u|W@7@$F
zcrEv9O0})ipS-0os1p%(`%h_e`-pf?F?ffSt7LAq02=IOb)+_$`t=lZfgV?AvFkZR
z!@L#QrTykI;Xl$=wRuwTfnSd}jp?a=&9U&L{%F$85ZxpKJS;~#SOy!C&|bCg27cON
zoAO!HSf=-OoL<gP2OtbZ+tP-T1)gp{{)D}mF3!sk&mzYeYZr*$XF!VoG6f3I4GX%d
zS#aUUio8x+P#h9Xcc7etn)Nr7IerQj7<o~-f@fR@81YEIrPj&&#P=(amkovC=_&&Q
zNo}oL(pCDiXN8u*5?mA~<8d1N2t-W~_-Jgcus~>Hj8Wh4y`?tuq$I_)7U8lnuY~)i
z*c9R7N>%Jv<nYo~s|$!Lna-9@gFJ|rQ7L|`F`;H%p=$#66QiB4)J6-*sh)8M{2xl`
zcLmXYPq$31<jb+7_|YNTjq8+O3~sZ|Hh3!f@-ta?-8w3qpy)dG9SW*!xpNF(beCD6
z=xJr9vC+Ou(zw!H0!!D2bX}lpl^DY{Wfc|?f~JJ(0@4Z}Ha)C(9hk55{iti;gm)T&
z+w5oTiM2x#a$9gHoDWL#Se4!xH4xXhmOH>D8R}cV7VXawP!H23zD2KQW2Mi`N&?N|
z;mZa`Y83pJ2)EH!ohNkkEJ807zJA#0Rv4h6#UR3Kc(-RRo65`nUfqeGsni_mpBwap
zx5=w|yB)f}lfE(CtCITmSHeQu+q39TvambTZ+_mEs`)BQK1`GN<2V7vpUKj5iO3<-
zV0MK|1pU+)eM7^4y$oUunD>(_1TsE1>oshUHTfJ@3gEnS|CkBZH}lz9;-ffBG;7Sb
zmh9-lcZ0~pBwHt%iEEhPMX?X0c(%t<&^7Lih>h;YAtN*!j9kO@N~F!k#qbr>r@KWX
z&dVQTL&Rr9M&#pwUPQT3H@U*NH=jIV#x*wgWZ8Pl&+L(x!weFv#2t`NQ#(T;A;;;{
zmM-mQxrsPHcT~)QQBM9_fAr(V!av+a>A7NOI8xnD0J(eUb*wsF*6keT$JWglK#3nM
z7j4)Z7gvrv<)f|iH)oc}l*WHEKKGq~*<ms>Pd$So48brrZtSTmyRhN!fy84??)|CF
zDc$ojk6Zd7-<7D2O}|zLz?;YnnKCR+x|f#sC?6%?-PtK2GkyQ%a-;m)pWSB$NHD{m
z5GxQOI?Kh6O$MKB8pQox)=JQhAnQv1E4+QPU5nFRpzE@ttOt2*ktv+~oTKDXO>wkZ
z6xTV-;CJDtp|fcHhM(T1v|lynpRD$06L;F~g4XkVgz*s`)Q0A_$G7+FHwX&#HD)E4
zJFO~43;AY<&awhdjPt@{b?Mu`pt_9bRrgr38*d9qm?DMm(d_X|?rrio&xp7@2Z9M3
z*BmWW#N-JASwM&NN}rWgWbN{XZ263<sPSwlDUTzk%lE4!ryCKCxAxcHI%N%NMCr>c
z;*#b&ws9&1J>b6&CNq3xCikQ<XJ<r?a1=8IDdymDm_V1}?18gs^(TEJk4yC&6!if7
zbYfuT_EOMs(Up?<jdVZpNM|O){PN3%`e*5|rPGcm9~)N_E~jNk{nl^gk@v(-yUqE6
zyNu59fvh=_Np?OWjP;0cyo&byeZ!}~(;hZn;Wltzw?2POG10D|ZxM7Q@bAf7FAa#N
z;CaVxf6uG1YTHuAqve`p7^yI%nT&N84|U{ATvAIWwQ54U|F5m3Zz?&tSE?E2n`=#v
z5CjVa{wlZUZD9}%>#JpjGc5HX3!Ra#1=ZQW&A*LTuvZG64)>Af7506(>k1=L<acAe
zO88z}&n|G*9h(9=N^5*i-u=~5C~tDZaVa{+sL-00WNLc}&Sqs{VdI&l^#IhR#XUYh
znPhF9I>1_IrF3fMk-*8Sosm`_se0F$nO8K#B0y5+jUO-hJT78miJ!A|V?r#(uvyhZ
zsrfN&M|P5ZQ4FCp+2v_l@TS>*{u}jGr?S!`=RcniIVf7>nz~GUlks60JM?wfL30c#
zk6n6GuFZ7LY^Zm4glXIJ5Mgvkcekc7wx2hbBbUXXLl1CFQS`fn8!HU6l)A;ui$Sk3
z+Z|85MSqG;COgAp$M%F3{t_ZYG$ax@?VF{dzQ09Ki(?8u41IsH<ly`iW12#214dVi
z1KYe&&rVv2rDJKFe8=0d{-Y&}#ah`Ypsu&LU->AtXF!&A`||`^xxtpBpsYaa9k?C5
zsNlOVgN=v{`Vmq8W<3L2)7~wzc6KJp$6l7XSFfIvm7-%P&RhQes*dB3a=zm2S@030
zsOKUc*{V~)e>n#cipENBDRwWSI144^-r%wtZM*mFHGcWLpqWkq<+N6V+XKjU^t+~v
zBlfwzF$I>VbIuM06dYLn(IAMe_!-_j(QSB?{eB~|pkhWA15Wj_WA>b4bblT=nec2t
zV}d5&CM4pNG$NjkMZZQ9rMkU!bt$HYbFSUwW_Fmt$<L}UGIt0?h6g-N57mz-95j4h
z=SU+fhm*+-nQTCrU1%;{?;cibrQJzl#pUE@s9I`t>KAyf(*E)i5nliaV8_ewR<Wz0
z<_MaixDRBb>y?sfiA1U8o&g8DJ$#}@K+>ZuAi!rkMR9xhPWg}!?nHM%ons#l_x3T@
zl6cWOdDX<xQnO@D<|F}|f4{XnnxZf7{^g$xF)y+uNJqx3o6mJ~`XgcL!YWd$9F04s
zFb7R3R-BH0fsNtbQ@n)w8aYK^u@;e2<-_oFxZ?x-n5Zi`YhBHb!7GTg=3f+K>S`~w
z7g_7X{qGRjZN_)Zc?QLUAJkg$G1e>R#<OU`99sVV*z*Z7W^q!GAr)6BN7ZR}W8)H<
zMRUY|*xl%oqH0yDyrJRHfy??k9M_Xg5GS2A;GD4bg;s{PFg~Ant(m)4zzYJhf*mWH
z`C&+u%T!bh&j!-?552fy4_QSZN$=a4o5$X}i1O)%(Bay<{3MBmQNT#WnJ(=s-hwUr
zjCfG0ZT-1?8qCbqcggXc%OTsxx@#-{Z@7SA<3J`MIj@|~Y%+hQf-&<Y2Dmx<i(#b=
zLrBn0E7@vunnTRbkMW&H#{E{7`Mi+&Ju-HjJGh4yBj-sPrx1r}Pb0$CUPOx*z4HX!
zP&7uO3S;rV)gr}&tSWS=m>X|_%L-o65RKKZN%MO1TG#gl!#LfeaKtFCwu*Wjgsz8J
z&2SM|g%5q){<qgYL%?ay{%M-L|8HG<TBC~4KkbG$9w!-Z!z)Kf+!aV$4~>6n+5#0#
zjz^spfIAzQ{^;2BegN<wH;UpWp(b7{Unz|$vm6dS!Q!bF_m~-HN6oMlD;a)6rtGED
z*-nzOfP)FbJ@F;RJ2a8M0QRyHe}mH{J&W9B)M2a;T5b~h6z_LitNc)dhl+`HVpVLH
z&rP`HThx=J<LI%JV_?@a&4bx(!d?9Zg60l_V!aBPLol(s;Oz5K#Wa{k@7Xy0OG#w<
zLRP(+3E{Sy{6)#?ONE{!UbP)3&pXf;s%OBy?)4mw871O=c61AilNA2W=FVp-Dp?yK
zZ|Xvcmd|CO^1?RQvuwlEgq=8$f)9E3lZ)GYv)C{8f_ih65Eg;yO}5#@mNa|%=>F$h
zqde7<q%|IDJOdr}4QY=rJG?kgxv+@wIcP?M-(w=S$u@~=&&VvNnS*Y`3W1o;guq69
z%JbgRO!J<-AqKdaETdea<wcp=jx(q7AK1*xLS<7t({b)+k(9u0oC!3$9-bL~^spC3
z7C5S}zZ}j>N^bQQ3dx0j?toe-c?oY2`(Hy1936?vfa0Q4|K`_ONG5WB)lBe}1hQhj
zKO~E^?cm11{x*^dZV&yntf_5uAl0jiNV4)u9$BI!LSAp<k%1TTvOw{h7X-XkN#l~(
zra~!gjDQ9j$sfv(73IXCBDGFG&tqVtR`MH6Ip~B88My*yC4%8WFCt+squ|Q*I7r%r
zBQ&eU1p6m~SlS5jh#&snBhM?9C#FQ5MsHFxJ9W`{WF2)oghOF2#{APnO{=@?Ta9g8
z`u<@)5BxoPG_5(}-8Gf%00Bmtah2a@5@-NP=cMQ!Plt|@Z;>pB-4--(VeL5zdDeS3
z&UXy-$)T*vJZLg)#)o1S3>$*<dY1cN@GDP20gREV#T%?;!w?hGpVXNKDHlZ@;~s@4
z#_Bq#=Bh2A9wb2hSTRs#EibKMq6e$W(20l=KZYXQ0dwWCM&Vn=+4k{)u7?4o_Xl)-
z-KflsjTVhCA|&AMRcu_`NV(!LR*|U6NdJ$p>AMst#Qm4)i;Q%g<&tbpLfH9nR;RXX
z`+;hJG!MHwfhC&ItBRXt-)dB3Ty*q6gQz1SU`Nw^9e73pEETG3*0~*n&ut<h<Jgb#
z2I}xS$?4_kxbAI1VKOrircAjSRtP?Fw&W&2I6EBR+z^dj_)mDjK>6Zt6^H9ahXu;#
zpWx|}SFat1>0Uxs8~^5hM2D=te>-a>bTXleQpEoE!%IpZ10|po;iJ5`S;x;O7r_4V
ztl&Xn-`_GXh1AoeT`PuL!yn_{XD#34K=JSOD||N7?M>OWOWj_Jyr_6Ex30(&+dS!Q
z{+>(oqRn)u`lh>AT~=Jp#pGkhLQt_>Xxp^_8O;B<G6)3HhHkp{e)LAj4;2+EV6z3W
z$=f$i==Rqht18NvG93&!GD06GmH3?`<q9pq=$`7hl==cYR!uC3*~OI;Kn8Lkq=I1Q
zfgpy{B-rRpP3G>Ec0aLL+DQzYazxiTqPUNJ&*y$NbGay~%*}8>fZ!Q|Mx;kv08nhX
ze0=USN4dFso3aFgtk(N*B*nluA947*9f^Jv3#k)EOFUOwIc&dd?6>}BJP2|PmMByT
z-b^=q>57eMSfFf5*a4w2Dwzm!_J_Z3KQ>Q$yIF3kf0`&Z21Jbv){hn5{~bT4tOJMz
zc(g~qFtPzk0ab=HC$mc;wWla#KEaNPqB->m<FyMEjzzPh*q3+#@&fB<aq$gmDSSt{
zg=o)dt`xqD^<62LSu*y~-hO!lO>OcBDc5;bHacoJ`XFb{xUuWRKxsvc!G&CZ!G40M
zDp1O5oNa1)$>85Ab~-T>u^^}R+t9a+lXK}}^N{d?8$i4Uc<fGJ2uZ6XY5zLPoR<V9
zd<(9tk@th5xquZ`3_Y0u;&nPqh2{Zm<Ru~-dc?$`H%SAo&~dpTV_&~s+x0WrNs{Dn
z-=m<OTLaR{5#7bTsoN1xd~B^DqoH2|9^1My0uQT;Yk^EyHen-nQAwvtjx)?NZ=4N%
zZh!6{4ZDJVj3I8c+K04gLjwVSk6nY7z58&_U#3UXt%i9fQr;i*fLsLo8YdG0qyQ-b
zrt!`BaPp%Ry9WhFgTn4C*Oc~ZiB!(}2d+Y?{>DvW*1%@&a+GgCCrJ_116t!Zw;h|W
zEwols-G6K0b-3dr_z<TOKz#$&E-`Kd%3bgo@4gXUH)Rx-3|?^bUD?f|iIJ+mF}YSV
z4I3nF2$UzR+;>{I?l+~&l`P9dS@~?qt?fdFR{u|3Eeop4PhI=*!p`5*ijy6O@ABo;
ziY{bL$zgX96sx$EkAXrBJnzMDSp4}NfYV)Nk9DS-EzL<rR)QWx5&a@U9FXb8iPEte
z*?W$k;f?9d<wUwJo`{r8x?#Iqb<{#M41cF#ALq*Nw)CPtf`*dCZnB`LE$_Pk&z%dF
z9s*w=A@AWaW~4C91{<DJa08n@TFv!<Sz{m9vPeNxBE&H<6+tI6n_l~jFry~<is>sn
z)Efnk(@-g50?FrukT3|tU}9~N<v!7sLUmW;di?$p7p>>5-GX&MR`qh&4^!1IRa*Fx
zfeu<F>&R6v9wfRBw^%DrrS<!APx&9A`;tc8%p2F0@Nh$>k|zIpAm91N4%X>%Q{`WO
zRY93wORLuQxg|sMXy@DYTK`dEo2o>*Dr<)v^F!ehAoH=W!pki87dwe71K!?)aXMU-
ztqenE#51rU1#1K?AiQP5ZCjV0r>CIJh12~%8k*a~enQ{{r)$-Wg(_vVX%RZrFJmr#
zV-G3;7(i8Y3#;{UyFYE62fi|_3y0qV;nHpuf~V~S^>2SIOF`;SA!!%SuHaBw>d&56
z%yqBnoFXgzZ@0?h&85~W?We)n_QS2GE|h^HkR$WXXa6V-Z=fMN^CT=!zwr)ID9W94
zanQyv%qCVjYAiagTVs<)#8pxTr4YG>8VYTzm>3?clpKQ3PQJdbb)IFbVW!g%nCkp8
ziAbp-d}h43j7-T<qjnj*MyeMt;mNQum+eokn%eEfWz$NZW!0^`veRB`Id@3?*{=?u
z)6M~1D68MvpA}YBthA28+uzQOd>!@2M&nKj(G-#YST;bgJ&=!j^mSBJE@w*zn!~XS
z8<P|KfHH;nP<f#G!SHHFzVXb5BukOG@)ioE&F=v~sj5kb;m2MNa-JONcO75apYUz|
z&fD6>s&N@OP-8!P)W`RrF-XYYX=CHG=^M>XXMm`iZ+8Z|d=LgHVr>R*PKLdV8JhAm
z`tpP5es3(qv>CP)vj9wX4C<*~%?Tn5xekZJj9qq)FJ%`})Q<*4wqt;2yUJ74Hc;~B
z0QF6Dq#eTD36|g9dWb#v5rm3<!$IX#NFtK|Vwj@=C@+}%7j(8<*?(R1vB;Cgmx8dd
z;t~-Cwhb<aIN_2+K5ALkInkVp*c;`!yPK1_fESu|dA(Ciiyc6+jZ6?+edsjsg+c14
zX>KTm=pn<UA&_FG>t*}7@MB#x{r)5<1x;0X0dQK%!_fgJVIw&E6r2Hb-_R&Fc^!4u
zTlbx&tu69Ag4~Y`=X6?4rWLenTwKDe_d-TKVm(+Z1ik+(>%Zpe|GBH;Tlg0NwxLsR
zF)bY}T-{tO-#H*YIhomEa&U1_y{1BZ;^ySx=lJ(!Zmxe_78a&rSF&`pcC(@4;N}J{
zYEZFjdB3-$V%JkOv$HgJqhi-|H*<TqBJc3d8u&uj)&gkF$IVN{E@x?LZR1A8!^=m-
zF6CtJ<f8fhow+3@`x{FSTXRcUmv`P&?DCFomM-s|?BBUrQn|Uf106`(y1A-Zx=1-W
zymxZ6babQQr(&0}wFjC}vA>bhdShwsWMN4qDvJ3pUhb#v_mHq90ER4)ERYbd`&lGF
z)&BiLK|w}AeS(ULf`W?n_zCJ040H?(40LpK%%|ATFfp+((b1pbKEuMs!NJABc!r0M
zhl3A%#<~B7^b{SL4|(g+BRr)0E+k4Mq(_e*J-i+U0scJ#`hENa4IKmXDbS!E7YX?h
zFcvDx<Hx9|z_$?Kdn8o6$M~-}B%TnczeA&Te$E*fmxE3tS^b?*W8{FA%gp5?1||{l
z3ldT~dIm-&W^Q1v_yq)|-bl;H%E>EeYH91}>ggMp1BXOe+t}K<y19FJdU^YN`WzG-
z5*ijBpOBdJCHZSgYHnVBL19sGNoh@OU427iQ*+CY&aUpB-oE~U(XsJ~N%++C%;M7W
z%Iezs#^%=H(ecUY+4;rg)%^?-`lClkNMcBL0UNpDjQ{`d|MCp@^bG#i3ZDBmge56K
zZu|2kpM*x5Ez;1K8X;&hNv%;r<15*-zvI#hr-frlie#8I4e@xfg*jd+g5fb}qw)E2
z(?dulgZUq<ZM$_Wn7s=}q@SxxKiBx6s*u6D;va6;d*(NF9bDGl7B(SQ{MlZGLq}&w
zXQME2>X+E(aU7H)H9KnbA{P6($Es)g92te#7M8-{mP)ZgCr`?sl7wCdf1PxxbSW&W
zvu~H?%-5T4!L0kjCH4xNY49Cq<PMMaqT3dh^e2sSwz)_7HYq;g;o)jrx)nPs>5Ezk
zI#y%!VJ-vC`YJ)#Sey@{RPg;IKNo1CgFpSpf{7a*I9A*(F&fU)R}lT!?t7s!^QzWT
z*&luRC!S2Dv}W=D7QZAJxys?rE7{o<X%qpdc*g;EoPqZbQI1U$#bUksww=%BXoM49
z)}8To@zkXRS#~EGvWsnJXa1h?KGp?ZUn&aQ(|1XX-cIa3mG!;UmR#rA@XW;YVig{v
z;6H&fjPGK#l{amGX}~@@g&7WO1EtbFlUa*j3+wO+$w6V0b%ChA!kN=4D4SCF(EBMB
zezuL#HJFje-GHQ|tB47htM*M2#Db{}#kg#SxJ)!lXF};MQQF__a<{4$(2ojfsDDzK
znoqQMQjkR7VgiAc#xnP`wT;%=8#@<pELx(-m;PSs+T9~zQ^^f!Sre{h(j9!9c4BS^
zg^!*PwY1<p9#R4Qsf!7w_jQZQ-QCo+zA%4*irxeM1cy;5+eL5VeLI7ak8}4sSTX*L
zB;6F|TI}axijyQrJ(ImK<ec`Nm*31xS~8*eZ82u$X3>M?g4<;v-n4JhzR3OrR#LSy
z1Sy+LUUbQSTW2n&@T={@0+TP9!vAAia+e8KmI{ks4bmBK+!+R`6T6c@w~ua!AA!iF
zq#3{H#I}wpmbsQD^`i^zvY6o57V=Oo6Wb;BkYoL_mag|AW&PG;w7~(aiP7MW-@>%#
zhrt*##a=O;%0<WuW^MD@Q(Zn<+O$$Ek9~1Ia?^IiJu+Hrjd^~dASA@OB<#FtDzwGB
z#+3f32h37JUi|$e?@4^}lY}RU&n7dHJ}0vvm+;i{g*ehgct<X88jYXr65vYf0<COM
z%6Jcn-lIb`e+!F|kH4)s))JP@m9@^u1%~X5WfqCrl+X~;3C_Yv<76UNh7c^OV)T03
zkoDkDB=vaBN+^r`LGAWh$pgo!1B&#|pJwt$&_o*=H`p6JK;2aTXW@6>Tq14MU1&m^
ze!&ZOVzrKLld*#c$!Oa}P6iTk@Ky)jh2uz_&MfJ=b%B3?*R|ZWXda{1vb&R?z(`kZ
z9;bEcnJM8+r&E!=Hp#3hx9NqC?{)}Bj~v5jZp=6MXNw;J%r*xrXZR(IGB^c3PcqN(
zX6!M2be`IdE-X9-jl(;<OczK0OrgC#j!`%cAoqH_OCh6Ig;wv)8Wh=}`_AKpXM>n)
z_>9a!1k}H8zuMaT_W4R`Guo%URka`V-_I&+gwZ^y)(9?jJPQ8Kwo21>d7V{K_%cx^
zywgmDkGYZTqtASXJ2?CWm1t2i-f7#JhUkU{wI#$9I14t06jrg2qj$Ub^1`ru?vXlo
zd4<ZFq@EptcKGezjk(pw;aaeI6E!Ytf`xj#kl<gp=RwhzFDxv^+HkA?Y;nXt;nRgv
zd%5k>88M==di!2X;`zO!HRrFqW!-ge=ZAfhH@FPwrJykMT}S`A*4hztg^6Jn|7KY<
z=`>+_N;G37$avP-l<Y?9w~jzz96@Ae(lMk>$O$>_M*9ryN2^}j*XcxS!UZp=NsO{_
zDN?tYmuFY(mL_^SN+#2tz`<>OcZ5<gr;Ly8P>WOWo2$aXbVq1`8-!>~c5G4~PvU8&
zw6ownQVdmfQeM=DZjBMxt4>$Jyr%CwTQvsy+bzC=rC&h6iQuiBW<$5(g-^ClaY9nv
zR2}&khd?P8S=M9<*IL;1M}vR6%0;#cl+mufn=1IRL<)~Q^U-a-Xq57;5L;1N@zEV5
zO%7x$NR`2(xGjqsZ=-a#!Qh}AsIEA{ScT+rU24o<`1@M0jKqp24M$jUI`s047+m-)
zd7Xz2i6*546!zQ6S$11}C%Qz2xB7`4l#J6yFvY4CKu}6=xYY}j^}J^{O<#Kz{m_^m
zX5Tyfv}xqt7*f;(DgAs$_*?p~Z!gj%>!oJFK~i@iNgfTw1bjnLq{RW#tDOCL+bI4E
z(j}G?d8oyuTKcu_JBPnQC29yMP*gimo~t1`idi+<&G`HU9$K0I77owCS<)<e7Co_M
z`W#5bzZL<nrNx|9oEHBFIaKy`5(htRiuQ%iQsA{2?$XMr_!}IFk!%FjBYzi6J!KC*
zTUL!0cwtVsrz<$_=@Ip0=P**YKMRjLfcG#TV|=os^Y*o2c3g6S!C}&cEvmp-MHcFX
z)vTHXZ74QG+FfujrNCCbLHiMMo0v{hbyLeU#e92N&1l^VtEyw(=%k<Cyk`cb!AS4Q
zw)P({Oy46}vCm!CuTkQ=gCDIye`bQ$pGto`*LZ~V-R@Lq0lSO4Vo@x(?We+sd73s}
z5~?FKzwRChT~E3we^jQ!bF@Z&l(p#SeaaBCgKp;;X;MT#J`?}0>1*&E3GNn4Ape|6
z+23IdN#F@fk#55ZCohK5Y&p9In#tTM*F=Pro2zV**#P4P@>BXagHfnAj@=GgX9_(I
zqp08Nz&U+W*BauA#0lDE72KND9i625TWxTtO5#Q8O`)Ho;W|usyjPtwKP~rtq)G(b
zaN!o&ID!J_IrXTp<!)i`!<pMP<yFpI;4L=<o4Z5E7eiBr6>krFf6lkXbeE9t<!j6M
z+wBXp+i=gmV*B$}XRa|kWe+xF8oAVbk3_MVd-r|qX}k=0d3Kh*VLUwPj`^y0QHfsB
zO?}gtAzGNj)jK{s0CT;KVG&fu)K!`PXwc1{bKJbK=5;j*3gNmac4PFm+A&8a__v?4
zm%Uq$7XPKMZWoMZg8s{%hS4ccR^AqutSbq&4}8WHi-)15_Kim$O}nL^RJAIfmqEwh
z$Fq186Fq)9*HBY>lY6AffC|l$?0Y0V(B?hTXFIH4RM)ywf}eH53d<B@TIbse_PG;W
z%!IhoHMZtoRF6B5>Zz-e2YCk-1-}ix>Dk~&?O2Mzkh;yZh~^j@h51KFnwNO{0?Tuc
zly_l(UN_7u*W<BX;AI_675p@e5b5t3l(+V6<I^mItA$0n-O@oMdw0UqhO**m`gr--
zbMSH&nVpWNQD0c2KuH@~_N<*|2_rhgXnW6fXR1{ixP3$dWwgz(%QMySELx=bti+Ee
zU&5#0<0qq#XztKm3w{$2ai^Gh82lFs)aT5B_Z~?_hycj4vwgBGnXb(T$BTg0od_<x
z?Rik@U-Ri!UtoDmna{M<E@fR!i;-StF5iM7c9{RxDv+Y`*KR?w6Q0xkPI5K*XU;@h
zpx^a#XuB@7Ib5kevbPBqD!j2EF1bVE3@<bG9_Pur)7zKV5<223!#w0sp<^r=p}mBQ
zcl6`GS~7nxbenAcec1t0!MYptPVTx#B2Xrar*5W<@={4EQ+D-lP0vb&H64u1<)PdS
zdJTtJ+nk!$Ew4cx4;*vY&rIj<C=CwT!&>r}mbB-cjrcz9ks8a0^osF7RQ>X<iHi>4
zu^U}jHUaG>hh=tA;M|NNN>;z>60g*it#Z_meV=Ri?@XL=ieu%jsI266?}czGiIR27
zZj-V_Lsc&2N5tv6>}59RAMcUg4{;es5-Xb*a`s)k@`d-`BjMF^h>U;Z_2yZ^=QT<l
z8*|E>)ONQwYd`)$iJM=0v>dM@G6=!T_4?9j6lES;VkR_69N9+V;A(%4+ao}-)K>eW
zMR%&+UGg=G?i5kO<fzRST@UX$lw~|`)Pc=Js+J1QUg0$~IXRd8QDXCZC6|Qt<SCu&
zF*10Aq)sM6;n5T9nPWv|{7rX}DL}NUAvrIjNItQt%v`{GNIB{zjCQ}xnVcU)ePJB)
zd}lIP2_|~IXgPZ^&MO$5<&5Gj<Y`{-caL;PSA-Ayvs)^LwQ&1N%6-^p2Sz6|SX50p
z2MwvOvusHgEiAPSSMKs6-`-gWQWq5e{3%lV9w}6lZMV6^57m`~r|ahbpf%9X`wd<(
zqwVKCKI08D`j}mQ^+(l*JR=hUla%e-rW#&?w@|n5Yh*X=+p&{-I>VZM{Fh}lF;-;-
zyMN>B*PJiZDofV9{Tv59TE_beZCTQhiC}_<9yw=e&ECWGO*VhRI6?DwB=ddA>PU0j
zn+v#GTx{W89M|=S4ece$^tp>)m)(8uk$$8Ml-ol<(2JNQ64nZG_3CcF7}v@_My9bA
zv;=^6<d5yQ!&q6W@~4&2pJH5VTaX-OccguZV$QQQV;ZuDx6FwzTE9O}G3KEc`{&Sv
z@DP96yxkuA^tTt)BMbkem4)Z`NR#~+@L%VY+lJd}|3+=<8b4-@NUv}fqf1ujB!gPv
ze+*=@h;q!y@==c9U;L!w+_r7iRbGSE7jVGV*LukJNZqF9ULK<&DnA&gC?31O1hvLk
z3f08_!h1Z=dmu)~fDR-d7=0aWxkthRP{sM+ueNh2<H6xQl4^|DJmFb#uwH-}^tygY
z6!e})^X}AFEU+(GWd=tGJRnN9$t66>uNe&vI<TzmEbeVGUxOC!e+@8mzau@orHa|j
z1TbXnk}Ty^QPv_f&MDg6eE2ZH;Of)2XJWOoVx4-Tv}#xJ_ekv~6MsX+tCXTAT=k;4
zJsdvqtWbc)_h=g9XwY8lnlfCZ+O9UmHi`Jc3F^L742mhnZ+yt(8JAw%zG$eS!90yY
z=`E3P$8Xqe-ZxeKGf*VcHRo{-C8+ZXu21TnhgyuEhSZJJR7BGG#VvJ^%(4C&pc8?B
zhZ781Ix@7=(^Ic}7a<=c$c}LQ!PD;h#QIZ)mrC2;dJT@{+T4pGVrP>DpvEI@n${)L
zmkQrjbU*t^jjHdZTB`RC+WU!8TE~!lCrm!XF-V;b(?`Dn6Mvg$i<h5dqT^?1hDsfJ
zWRc$nW{A^9!c)C87TtE`WO^xid{skP67)t@hU5({fF+{9X;y5;>~c<+DfROG4%e8I
z{TgGca82<2juOJIjNSi{s4Za$JA2S;WId-6y4br<O|ew#Pj7SlhbB=HyjmgE>8VJQ
z#dvyBX}0x44&zzAw%ik1!js+~fh}GkqwUu{g51dl`coK};MI-`>B``eES6=@0*Jt(
zB2Cezcz+LZyB9o~$2~?($TUwk_lAFh=n|jEem(qbT385Q`Yhv9A$T1p>?*rK{;f_A
zKQz`|=o9x|*LnH)^^bPwVppIOb^jh{E6QxH(oM6<dKDUbBT=ACl)Iw_=t@lItJPeT
z-sgU539rROqWr2p-!=ubn;P73y*rb>(zqC<OI=4JOWkOr%$bdNNB>QQOLMDH+4?;`
z_g~Tz)n^O+tSNtlbR+zv-@~I$0gzNhWSuzy=tm!Ce~iy%?*HaOm?XYGX-D}%3Z1H4
zGMhpQzfSmmCsr4s^u}98@(LbvqkibeH*XUy?z(R(YAe{7P+T6=G-qn#^|bfP<QaOr
z0w-~ErO=XR6jfWecC@&Q5b33|)4AQtegHOre%#T2Tu_-Zf-D#uWl`8w&#S)DK}$W}
zCH*Vy6{+fT^-1#Z4eq8H7u68ZK$QT@#B&*E7zr=)6FpSI?TPEBLT<%*K3upkTf3(r
z2PJH5YN#2PVnTWXRcJrd!YcGOlgNP8ulaa1;@kPZbB>w=|2`dl{+;csIsUWVQ)s&5
zK4Crn-+LrN-}O&zidYq~GVifPY#mRzJI1y0tk<A9H*|utwgbasgi?C&if0uh@6soq
zw^&v}pC%!#=nk2P9sHQ)E-wi`kk|bA_0tqQ??Mv%j>XK#Tx5F_i)~i6IgrnO2vk`2
zNv?`oni0LyvpbWwF?jlKutcQ!Clj#(uOvf_W0D>|-NJ1XmXF4aJ+vgV+om9|@a^H2
zxWFwtSnyUO#}{EMSkb|7=x#ap0m_G2@UJ%T(xoF^tSm<l1UvvYZN?8iRy8#^8%FjT
z+?^)UZ#w7MFrhgluh>D_M_nrRa_#zZmL2mNr>6-@xjkayIQ18vegQV*^&FTz;4+o(
zUYhmIV3avR_BiKRhR+-sY>8Sp^z2RS+z}p5w4H4}J9=hLmb$r@J5o<MPyRVIOQ~+e
zepP4S8R<#g_{pYy<m;C87fUd&Ls+m?lQ%preLNFmd~tLIZ{VBxWILbcICq82tM=cA
zCg8Ho771C)>D0^R?uN4wd4{A&U)`@OEX@@4djZ()#XHuatw@icrODkb?yITNG?mVg
zR#g*j9?8Q4)&iwKuoc0w!;;Bpp&l5G<(IVt@rF7Xcdn<NIt7uI75rh=Tc(DMc1)VZ
zNd1u;8n^&0dDNe!_5Wy)QT8IMXznj$`cAmvk2CQ&V_eA)3D49NsNkw;9s9y$VcPl!
z{?!WxdJ?xP*=~n}3I1}%+UP}?vb^gL>iY`%)LY?&tn_%w{xJ25{Tu96@X)k&IyTch
z{UNu;5Q&ldX(jx7CR+n;xf9jRc13&3SY^6`F$AnK)|CngYNhVWi!nG@c<B}XvaHb3
zIr6N69rGgfDcG!hxxjlN<}`HQcmROtKh^|X?3n+J+8E1p;8;(CHTx=uhP#tJMn3Bs
zzBnz<P&Cdw$=Fi?V+sY!{=wma>v<J!jUdzJ<5Xykw@EqspnGEsx4VLc(B?A1ISufl
zk0Rmggekto{VwuWgX+PqFN4uiHx}XR;jaUSK=j*c@t!P$1_qApA_>URvdhLSFz%Lk
z)?m#`I3HUxNU_6v$j<r@t5deB&-t``<5XWmd2z_@WS%Nh?u?kf`>n`N?zH1UNB!+u
z!(we0w8_@tr`w|LJ2JY<BHP;)q-RVg^>3U3_3PU5aro6JJpo{{;LsmEe^Rot_rTpS
z`mKgz@6t$&HJDM`drLDBJ73Tx>sQVO4&&~aD94I%#>B&Y-SxxM*%Aupo9&o!KPgu)
zl}&&_D?>YtZu*0s`hr8Ot~h&6GF=|wT@VpNs-gEUr56;^Zq;7FOZ*KO*dWZKE5$E#
zU(+W&R9p?t1QQ#|F*yhu8N%3T#S5h_$JH)^muR{^`}4?L>wei5N>BY6yt@4U+p#f=
zC{0r|>qn_bpGlF)B9<Ye>Os@7)9VOH%sv^B?V5(e-9L6{=?fVu3%E{PUA@PZ$<h}I
zt}lz@&0}1R3l^ds_F3gTA6J{Gmv|NAWTcY3=9-$2KHS}k^d7t%C%Bm3)215mKCcu~
zpU7{ct+nR)Xt*|LKV|1KgR34|Sx8A@B7;Q0M{!!5DctrnhWpMvu;ij}>i~B&oziDj
zcr8^;Z=Jq<e=)Vx=*`OV3n=7JH*|7Ao`WSFFliBf>cuZxn+-i&z!AdfBRUn86hzO8
z2xo2YSX=7Fb2S6^<pY+=BC@6ARG0PDz++w0*mmt_)jYpnrKfh{XUx_bP8y6){tR+q
zYBcyYmYz&IF(}lfOZ1sAHqsZaBJAo}g#!?z;6yUlB-YM<1sCwFP<ENNW;iTysNei+
z1WL_;l=QpFThUj`_YczjD=&tCT8atV@(I#xsud*MiOr&Qi5e?cqv{EY&Fwb*r+EyM
z3G~Sflkv&4Iz1`HBKf6@Eu?21I5!gUliX4He|_N=qOZPnvMh@kbdTRrukq@w^vIf<
z@IbwSjU{DSR@Ryt&AL)8*_O9~{%o7MANocNDE%B5%HnF&D%>c`K!IsCrs8GVWI?oN
z<O+c<Tq~Vz;q~&i)>^Z-JngaeIbQ|++G&1&E}|_TUj=Hye12F%6VImq%R}NbkI|Pe
zDvSeqG)#VI{#vG}Uukqr$+u#t&;pvr%}4c4MrIi(jmRiJZ>ISl?7eqXQ{B4ujS8YP
zr3*-r4gr)d-9oPdLZ}G>N(qP%IspWvcMy=S(o2Z+9(t2rBfW!wlu$#_=Uuq>KIhr(
zeCNF5`{y0wjG>UR66RWKX0Em7{N2}e-;KaNfDL~+qyIqD|NP=Th2--MM^<OfV&c=c
zod?=7GpO-MeLmxYzry+doS^=VFKX+u52WAxwC=X4@pR&!8~pn%d8~;nL}S4kDSBT&
zUGM_+vB}&7c%xPS^B(gr0v2h71`GNTlFlO$g_P<Utp+~(vCnU`bo~AvbuYsTO=OuO
zS*uTci3}@FKhs&VmQSjt(cAy&YyR7zT8L}|09Bu{prS^^UiN*x@korn<OmRNcx;qn
zUz=#DBbjo>&?b9Zt^VG<XlYL{;j+d}KK3`XcSKj>A_VilciK!djKte87Vy0B=AN2+
z542%+rd`>{J*8y(z?;Wa{5LVzSs1?D<jwQ@tlnSsBofP1RW;2%&az?5$IBSo<!|I6
ziXGFnam`dUjoeTik$OfQZ42dZ1nFv2A6O}{HG1D$yhZTX*RG^nf;x2B_hwrjTY`26
zu-0;8>M>NZ(0d}dt+v{fBjPWmV<7^Z#d|iUF{&3+sBcf#)Wf`C-!lntlB7>KUOjW-
zk+xaDiQo(ql&+%PngV(gni;p`V4k{F;yEG(z<E50pGse?&S78}NqNku@ViU@_6<vb
z9Xo(TIMMvm+<IK1(^EK_&6oJ{zPw@Q%_nc}IRH$pb#}vPx?4LY3Z|qr#MRK*&b3z(
zbRU0Cg1OG&YXw8IxEHa9(te5D^Sz^vShL~SXxrwf;o0NBwR%$FRyXil>JT7y0MBu!
z*p$e!Am7@6YT&?6yiCP!F)JLRuHkZStE}GHfvw*JR!Gc9!P~XX)FU=iR44E3pTM_G
z)0_MR(ysyS7jHjpsn-9h5`x_}v8;10?fFuG+`2_FGy7IY$d_pDFGzYm;nf^Y-wPf<
zH#m}NzbIAk>xcX=>cWic4WM}Piz3=*dws{*{=xhCKM;a&r)ECj&GC)}hAQ<_U<b&j
zEpDz~jlW8JfvIKF`E;l)S*rl5MrLB_S0)4;3YE|Gh8OX~K6(iSI0#IXV<-YlEv+aH
znt5)+Ac03T6s?}|I3{?%;19gg9pCljivnb}$(25<{X(Is9@;q_-Y+_upq!BkLx*HN
zsx*w6%R+t4ivtp+JBKAg_F~Gbf(a7+&UFrf0;t<U?OKZpCxHUUC=yE_YT4w4t@=(p
zd96j$_r4@3Lvatn{Sr6*J^t0W@;l01m5vrlsRR38@2=HtF<+ZARit}ik!g$33Knmt
zToGRd@)i@<RomyXo$57;H@j6Ev~%qv3w|-oDbQKmyeLYNq?&RW*?IB+_TBf|oECLq
zVZnw8rd_Hw2TYQS_BIvpn)au@*>hO3rH*s+b}nqa4xsr^G%b{sW}jid<Q8}@a@Nlt
z`=G1R%;@`p26x200a$s}9><U2U;~4IZKJ9t(%n_LO@{qE=!H1CDx}u$Ez@`#BQK2j
zWAQt)Gw?7PuOWr|8E?jW_v1~Q&o6mBP&c&5W^9E8m3w*)k@7fipLU<cCf;wsi;)Mp
zh@gw2<Ou|&M_$l<ViGSfiSq_xHdPaD8Wjt~2o`e8xn#$up6<1tj*(xvC}cndf%opg
zubFv))3)eIro0|Fvr+fdZL{lI|LOiyZg<5o)94s_!#jb94iDuz>QJ$Iqh7yWZ}^9c
znm&j=P62VS3?<>nnYMp)9rgw1wixbJRzJj?k1`u`X1uQ+A<XJepj~Rp`QyXeC!XLd
z%kwv;Pj86`MkOzRgTMcx6W(MM0{DGy#eL#Qn`0He;r!)Bo5vp6{9oI}Ea{Jm9{!kD
ze-+N`iWbIIeKggG)`bcU{`&G0=Jj;6f3=kx2>%!^>=Gze4fnH~mUov-8QAgPk=J%#
z&QWn(JeScNpJb!!%5kR+x!|s<Zoh%+_abZqQ1H}Db0oXjPX*VMwS-IZy!z-7>el$$
zm)g4h<>`q=;}$e!dA;9D_fEl#guIfCGyTMfoM+?^32z&l0#m!t$N0x32MT)$IoVe|
zEbuI(!>ajz#oKemxmr4c=M_gQ!}SGO<CJXow5Z+XjUW`I3sxhI_ZQdSZSTaA#74J+
zb77JKNjXo{Sg#TwmX~2$SJ@4!eo-HwKYkq*gc^+u+v|A5h(CeNH^?o*q(Zbm@VgQ(
zAmx}{Y$JCA>?p+UfpgrG!YV%S(;Z*w%JE3N+8Z^Aa>u>2ae%uJDPQTKK0<$5fT=~&
z_D8X3&a0lP8SW*AgRR?5ULT@9BW^AzGqqSIl8@FDLRk0gE0WB)ml(Z>wxtF4_NV3u
zGL)52tab1_o0x7E!4gmB;%(pN3GlIy%3V;JC%DgTjzrBK`XV}VF5&PGJU?0HNt17#
z`%fCB!oG{5NUWz!9BOZqLxjDvHj+-zCaQTUN2J8fRSyh9BS51vpmZ#|k$s8^U8JH+
z(c0i`{%lN51euoY@ouos-LTCev6hiqXs8dp@??T85<Yij@9MlsQG=n$8F=)KyOqi?
zGNv!&2IHoewX@XPgZzm2F5AThm%Ysqm<m@Ad4!c8RB{7y+u+ELQmJ!S_3WU{_f|2p
zW|Yc3U>%{C_3?Y6@TpxsnRk)qdCQr8j@dSewdPzaS_XR(pws&ExXZ78q<%gqgCWZO
zJyn4$E6!Ew&705p2#LM)#-FXh5qC3H&v<>WY`DJRi<1wCR@IPG9$Il==kwT@s`&$t
z8FzKSnCDdx^+pB(B1HOb9(cb2Ee;+<Q|`&6Bj3Z-Zf|5LxTSap#aS63Dz`R_Q%-`M
zD@QHg%V)aDfEFCWZcnwiNVem(01(**yC(YhZ;xx>Nu(F<^2+7fL?f(qN^iBZKMXeM
zJb!DZNYNw~a<u3z(gh2WSOSoVULpI+f=iJvS@wPsTjgUcS35;>ME;6-Ls!cjYfX~2
zo`5p{7UUecw53ck1JFSqhSB9;V*|q{MMDUv=LG!=@-#$a(b{vY%+R>t+9hAqcb79t
zSy#F8Au|!}i7Q?$;gDTJ+a>+9Il~kpWXn}{KjFJkpP&P?<x?bY<DJ3=Dv_c-6J5S^
zB>~Ebb5q|!?>g^7^p+V?4IN~k+#Iw$ypL}Z!l!mib$>8)jx$AqLm|fR2z7JB#iPUp
ze`e)k{Ma|(zPjX-DvxOh2+Q0)8lFsU$znB8CQTqU54i`=@WM2>$E|$ZV9z78N5mK5
z;<nBe-p2ggH9DCOs%x)yEL3jymzp?<{IP7#Y~2rYr_pw}$@Zm$Z7DePRdAoY6KJIo
zY?!eIo>_^&hz*#Q!9EWYhsHaYV1{Iw6LC*cuXMPA#IpR_^cW^9Z}F5d<hc8WWjGBs
ziLRF2Rmt=`iVjXeO*$-`mUg3tn{Li36<LQfJ>~!nh-O}=6Lol?01Ue$2IA+#hZ&D_
zXd2GuHl==A@~}jXA5x=}={I<vU)jgR*@~G<?RV@6n_7Y=Vr}~3B-b6_P&wGhv|8~?
z!IOIMFodku*#7Q=AC(799Vmu=8<Fm~+t<A?q3+NwQqJrkn}@SAm}v+#X4{2P?BPXA
z4GQU)A-vaj63X|*(qFg(QC{>NoR|`FK>dXtor?q0OjD6a=_|DxyTq;IyOrcEP9#(5
zFFnd)0pG(y+l4o_SmoRCq`(pGT%F)}+k7P3Z6kEAqUqBo^DI3)b7=3luMaDC@Xn78
zU2=B69WwS#f>wQLa8qlHCY@!s#XT`~7g8AZv0^Ia$?jbU9IHA>+G0ntR_Q~lc-1){
z&BNWYRD|HZXQdl;wBbwca`NSiePjeb;%G6G!KA<VMqeJoPuRv*PsedU<0%JdO}{$Q
z<%j(*$ulL5FE$nL$fH~__Z@O(rstFI#C#k_-P!83%2uI^2NtiV)7WeJ;%=jh<#Dj?
znbpug&&{c8v*bByBejs;p?e2Ut6|S$K5|iy!i0Z@J&Vn|Hc~G~WJ}R|6CiEL2vzS<
zN^KnJ+lYh9%Q);-`UNH#$G)tip1Fi7yl;6;@h-rMJ$8dp<f0nc(T%3N;XjQ2z*FZG
z%uK38^fL$UL;-vesJfolO8<0fgY6C5Dk=jFBCV!~hC{`Ae^va1jr%a0^3e`ac!izU
ztBeO&e`T{vuUta&Oq49u##=w^ccj4OJu~=rwHZt&TMl<|N59}oIpb>CUsvOj-bNAO
zGEQrgGLBZ6nB+FF>*uZL(Y-dm&n36^Faw$7mVe-B#Ah6NEh3kcJnmS`p<}U(sN<m6
zbF>d+d|w~67@n11y)z*032sD4jIfu5GAXcKYqWKr){Y=&TI?|0d)I<ASO>~kc8K?t
znVn(!Fuw^r+2=asb?fDH;=_Jm8s2E78Fr^FVZ*cx7p&5JnwSsWI@6VJrXBz_H$c7Z
zrJ53z79mdsd*ftaANP(HtLj7jx>%c@{vz2bg5%$oI>K{;ZEE3^?058D6GbJX?%|^I
zm2wPwDZbpHKIjURR*Zw$8a+Pw3Hy<1udbGLKXFnDw%$Z-n=~}5{7g*PgkU$cQXvq-
zcO4W|KE5O1^8CQy=g!eFZBQ=rH;KVLUsc@nGGF$b<~29bg*uj+bE6ME1F%hBeA~11
zkAa#$8^GgpOf~cgA83i=lsxz4Lg+=a-K56B5+y~8-;|Mif+MxQAxS)p6Dqr=R&D8u
zboLjG%j{qf7Tl(5tGY`OpQ(y%BET{2%s*GM?!M9p+RBR+=_j^`xuJUceN%g|WUp-(
z(>TZtL^$06U`c?GTINx~FaX0RPnNt}wv9>4_7hfOtQXS=!I^K;A|GQ_#sd1aaYmaQ
zcTbS0aGgK!KFZ#*fC}KAJpEZC<Qs)vs(6Et7V-@^1Hb!#pK|OwjVid1!P5|sM(tq)
zOVrJTs36`&YtWFCj8A;JtUFzz*vt^=<C>UmGPp^>rp=$%k(iMk>Ez+^A<X#vtp+gu
zgD%Q$LhA1)m=x~~3R>NHB;*U`@TV-NHfun%5q6#t7e`$CA<JL*nY&VZ%=A5y1+eJy
zwiBoyh{7x)`13g$_iOFoke^;l`3$Q2?Ez8%<t%Pc<v)@+$IU|Jzh`iljq%0tWb1ap
zHJwM;QU?fx(<YYP>$NJ&+~XAPnxpk`;l&-^jvzKGc1++`r<HTe(~p~+154tw5%gzW
zEojleZ3}-xMZqWy7ut<nTb6D^Cs^3H^G~rmX$2;j$W4kC(zRz1*C4fvD9XnUX3uIi
zwjdhI{rXZpGeuUM4d;qA<PbK>IrPV&25o#vgNSb7>WK!m&a)I#lkTt02L>6m6On;4
z_Vsx5XQORC4=NhUm0!g;3HB5nOj#fFtRs@Q)ax)6KRG88X`emXhFn{M()=vjTih4k
zG97$(p+!PdV?(HAbTH4nMLs8$VCIPl>~mTf(=(@=V!iQDwEB8Ioak-YU2og@3wBKA
z!Pqb7E-d3T37yuu!HML%@^v`nQSpcqTp!6H*p18xLVw0-FH?_ly_Noe7nO@%8%6Vc
zBNe$OxdV{q`v^nq1$gacnAzjOr%(xN2#=SB%1a?%8rY9r0)%o^%GZalJ~(%A)_I-x
zGd$~y_^yJIz!KZsZsF`yUus~iRD*dx6ME2Wd&czyJ6kNN^!_EY8zXGZH`H?ld?Hj<
zBf(iScvIuGz-S*E-7eGwXL=Zquils3jM5J8NO_%LC-0Qc;)w}xpI*Wj2g~zi(H)fp
zw?HJTssl*537IOpFP>uGiwhWX5Mm2u@o?{|#BZPku6x5ax}{CCH;;SPmEXnAjKK=O
zyV51lUD@gc^&&j5yjL99Z>tMNyn(fdKxv9LKZD~VCsA3MU5R<}f*x(aXj+w{+!8dg
z?R?Z6Ik^SF?k#ufAB%;cSnhg`Lz&#sbNlMW9}l+lF9?=FFu?;=!ewpuKkzzfPCjnO
zFn1QZU+XwN*10-zWe{nDP{bxQ9%U7(-UJ{qZP3w&h4FWRZyCy=hK9Hu%sHd^fuid&
z5^lt}&@`bhFF{bWB_p&cWy(+d2cB!qR=?)J&f;fwCs-!-Rsg>X109D!OLsql1IyNC
zlRK+U?dT6{Su-tBQ25g<O?UX~-LMUjSywMsF$reXtt@Q+H+7G^gTiw6iS07!(P$(*
zsqV*#Mxv8XMPl8`5D6$&Z@1FsHTr<^IT8gSoT0B~ZWkw|O*C05^_k~NZgT8*F>(kO
zK;jYe;CW5-p{43ycBS}AeogJ9b-GHDcTfW8AaoNqLS4B;BQ!N_x>s+o)@evVYRcIx
z-&xGnb4$CqhFp37%SGp;GfB8W_ul$k%~ra;VYYz5_?EYiyRJ1n8u@Z=Q^=&0Z?f>g
zfW;+Wy(`O-!F>z>TBhUE9fL&M9IAeX>x9%3HfYYe@+le}!Cg}w+}RJ#c>pyA=i}-&
zzu$iOQ1+->&6_>$^(zS^OvBa7d8$M~2R*h@$6iipki8NQus&cC`*C5d+IbcN<I-1R
zqn=S%-Z~6X<g)XIC5|JWI{Fwiyj!2E9jkTrZYlaQ(qQOjQEgWY?Cd?1!XW|gVEUlA
z@o865l4^4wKxYLsUc06C3BXfk0y;2`3SU$mqm9;G7>$fO`F?1C%f>7#-+XO1ZzR;h
zuC5mHhK6)CYI$IZ&MZOe;_D^~b4`x$d#*9@M@R-{s##-hVjkwm=K#ZY^hn>Q#Elcn
zn0wh=%ZfGK$;4hin|u;F9qm~Q$Flx<4qC5XH<8U-GA<fX``RUY6b~y@!}n_g$U?x<
zc@tajfu^KOiTV2TL>sk4_KCU7C9hNkqBwHg==}yYM`tIX@zEa$EjaANk`0^Pgca?_
z%*AAOCR;42h3h87M0e(lNo&Dfb0ANA>D#KuR)d}`M!`*8P~kfX`f?)6Tacr@E@<fP
zJ)3O0?oHT_#r(%^xx8K6J&?{CgCCa0^ACD}pi?;-V{cbctrY7-JAo#}A&Xl)Tx2^5
z<44f;>D9_zbD#dSwCB#^OoDq3*PM-5j$9(&ODwB;laUmFq!B3qjZ6oKtvIuh>Tf{n
z<ZZ*9(?eCCIuXx)lAY6Y1gL=j@}M#8-%`}z;AVFgsh^&RY(L2b+FBXW)|^rD1X!&Y
z0FQyzT$iMV8~*};M*s#q9KWRq@a9Vb47^m)0`orZcVlA2-mSCj{<>n04j7i@?;+t~
z=x@HWWxS6t*2oU^IK$jrVh)4PDq^#{2<IATjV5xM5@u)8Qr2$%J<tBrHTgG;_b)K$
zKfa|21`PqwKS5HkKr>6?&YW%iO!rTNloA!0zk8tm`QiHSUnc>=?!RZgf9tJ(|2M$r
zlWb%P03NE&tO|fs?iN66okchjnKzOI^VGSmq^+VBpjL6FW6xH}LA3yoQ~+UG=KzQm
zAfZP3t`sI;^h_rDfVobT%$jg?4jevRq5hbWxAMPn@_*lDdgp55HE#;D*XqM>5zd-$
zzaVcpE~3pKsqrJeGsraF-JAV2?#Fb$_5I-2^!&dJFN&_N^(;6QH;kV%G8v=lvd2z5
zsg9TV-uX}&TI<e=QQy1(eGG4LvyYx-{#r@f41OtoNkpxl?{)Mix+wxE;3}h}3i~&z
zb<xpjoa)X?l2YJv3w!)Cnfu+p^hi(qUvCeUh5)E_&SrnQR$u3Vts0{MESD%>!%a+<
zus;2%hf=0(C42!?GgSTFmv^a>k!Yzu#FC9#b5JdDv6VLthOFLuxl(xJ-NL#4+da{d
zx9Y(DPg<D>;$ZLfLyitn*5hdUz)`hg>Fq;Q5(2zvX!k09h2`1?#8{e>ljXQ@>>o$V
z-*?zQzk5h$2Aa4a{hYJiZk!|`dc>a>jO61>RE%&wETL={cjb;s1&glOkkA_W7ruRL
zdmOGs+<c~;)Jr!FsA1Q`L=LN)oQeJF8VQ@}?}FdHegyOCWMT}OymEtZQP-Wg?F~fp
z(-0GE`hJ6W?#2+Iv$mhXgwqB^&&mrK(EW}K^2*wBk53WKKR~T~2+5+tkjaO$Q1$OV
zWTo_;YV5ERcz5x6!U!LiU`#*?`b;*p$Vfb~P*Vy#FekJZ9P8S`255Dw7cvQobJ*i#
zWjZ_$C#E2=^hJeNc_y4}B$IaD-{Y)7(cuKH2j+$e0^9}SvgkmXWeZ}+V`v0zg5+-4
z98VDQ#iG;?ONdQsN9-oEu3QIcwHPI4oP<U;!scDP&Z$Rw?m1SW`Ea56lhX0;rZZq`
z8Y<&C=8eLJ&;PkQ|LZNdfji&|gzPwLWo@`e7c08le}7(gbez0%3DkX|x0w2wJ???>
zT0@)qmyCIx$E=x+P%Q(NU+o(g)cakLRFRsRa$$|Si%ymT3eIz~&)Dwj%HBoyJVp+N
zOs!NMx3iIVAkIJI5;rPEuRo2Pt31+Azdv1J($g~yQQ;_4Kw92fLRrQAL^`V%{31Hl
z>R{rmrH}W!cRv0@j`YaGflV(qw0qZ-FkIx@T7p6TTIC@z_ckBh_#+l@z=b>(f6t^l
zWCahFv8NTX13445x!Hrt-_dgrG20Px#eA^-!Y+w^^o#e%fda;FlYKkVp9cK^s}#Cp
z*%;#y3{1+J7Uxh>a|%f^3f>$`jH)k(L&<!$5!y@Jnl=Kt1Oq~_0n^^Jl$Zb0dw_(Z
za)(RGy&4trtieUd`J%Ve*)@9EA6}ToZ^cIGp+X-A=8jg3*3unp3SK`W?1$uKvDA#H
z-siG+Ck($3cNF;CSDHq1h|<A1d{lFwFaLB`*N07MwZI6u2h^GWNHl|sTs+<3PfobG
zg!UPhzVBR@5>I!@>{43gzF619M<+H!?&#ZF6UcQyCOMNiCW80<of7slLoe<-yKu1z
z1N8BS9GSC?-DhyDax=1tdec!ssNhA1!*^Qk*^M7zkJ-U~7Ychv?HHl5dn_sI4b+SE
zA9k}|MZCS0<1OmJ`|bPr-GyzGz=*(v>GK$+xstX{C*Ss*+F$gzJczl2$$FzFS6k@S
zxu=7U(C09ke)#8@06BgHZ0RSj^-ivNZ~;m@PUxLKujGGuJO39?fH=O_bSSO86l3WS
z_D<nBbl?b|^H9k7d-@;qre&l2bovUwiiUW}frcH^k$~&>)bhJ{@!H%VC&q%Y-_5Pe
zM%)sZq!*?5hB)_&i9LS_%*0n9(pYxdk=s$XM(VTz<9U+r9QJ#4g;;(`9OJ9^bVEH*
zt_ZhLuYIHdXX3|3R?wjEh42KUNImWcS3dP9X4@GsLXQruSJO-06pU=#8mtWW<}}WA
zolKi>>8#JQ(Jx_j!6zF(0HW6~j>D@!T)>d4Zk`iUuIl2;Vp?l_y|%78o<;WKU929<
zubxpj>wA1~25zvk^iIZ|>^q$gMb`mw91(IacD~V*F!Vx;pfl~6vg|GrQC+ObUh7KO
z==_UpoaXBeCl?_6Ftg5JFKf6Ie(3I>h_0X|tG~o3V-tD~Q7K0v3dya9{g(grjo_c(
z)d>hlnffxeQemc78n(laaDWpLP%sY^LEQ&77gbO52<K|*(-jRfy(EzK!tLTT@>G}6
zbR)EM!wuSg85x)?lpZ4Mi<mi|Fou<zeyyJY5ae(s$q`lPv!s@i%q}KgFZbxA`;WJv
zvh(iyyYT!Ezg#+OW!Y*QE$W`YcTJ&wC8ge!f`FiE^602)xU=U0Aj}&0#ft6d0}Bzn
zKRQCmj!9d&IThyu+75EKH~Ws^hdA5uD5PlC)hIyGP*aZWpW&wMmrIx2?E=H^G1**f
zg*8oB)tj643^sx*#&W97zIIlWxSXy<zX0a*aGkG~<|=DBRkiMSg)(5(qYb7mwtn(}
z4n<f8`}`#AQe0r7(cY=g=QVEoKOMZ>d9P(FQlpU^bZj{SYe!j*M+Ki^iUKwunTvx|
zVi_L^J9*|<v1-sy3<nUXbn%X+=NO#?q3Gy$&)BkL=7%jPjm*x0V;`;LX+~Jjk@0bD
z^0b?-!OPHH6@^QIK+V~x_3w#gk|X2y8DPHo-<mW1^F@}ck}gU4v~PDTB`D0P7Lp)X
z<0KgWtej>`<Nvb3f8NFaZu#FH_<x`Wp51&%Ejg{+7WmtzDSGoxUZJovwfLlEr)x@J
zY*KzMaKn5a${^89{fQ}As^rOCZ{CK9IE9n<VY!OH)n`I~xeWR1MUxXH7W4Kx%xU^*
zZQ9k+c%076_oUlA{B+ELFI4EBJkHPm?_XR<;ycnCdfu>^2Ehf|@q79P2eBJ^4SEYV
zD{3bD<gaW)K!E=L{U=6J7axYbi<GqP!gp(pp3tDU4vTdWc}KtsIrS^f?v?X&1pO+B
zea8EdVyWLcl4pQwQRUOOpSg?F!MactYo=@do9)WaD61NJJLm33Yq}AAG;grAoLV7@
z_={E~EjGza&{Q*ZaVva?NKw<faN^UVSCKs5@NL<IZjEb-9m*Te>>X59O(>@#vt5A|
zuj|BN_LMg_UL1kz9Nh@%&puc+Fu7+6Sb(_~#~E5MN`);UUgjDYvxoUPf!1X-v|pJu
z3L6~Oa8(Kbf5{T{IW7tRQWx|4mCdEqF*~Q_QoI64aKe7?2Dzc)FF72b_SX;n`$2|`
zWPOxG9zQC2qSeyF|C%jG94|iX&=(LN_?wEUSVVZwt6rR9$r8=RvNZr<I(9F*&410^
zaCwle();O>J@3@05;xnGsxxpWnsu+?Ea6ASb4!0OqHe7q@sj#?fQG_XZ;y04u3UuQ
zZ`%a){eXSW@M*?}l02=wm$OsXl|QUcRmCsPVz;jO=s69xo=Doa3M&FuN5Cx*jN%H=
znymOag^dmor_kc_^Fwiz5AEDvYgN?L%5h7SBXh8NH1`y~t<i*Y@w)n3De)T9iXnC_
zt*}Dnc*FL37i$`#g!Zi1YD&7gphOcOaqI2Vt{2dIFbIBa*v6Q==b1j=9ASfU_$fc&
zXmqQ4J~8s%l4T+{X|Xqa#x5eW6}c%(T~q#KknY+HAVcBgVhIa;UfPV@mQ&2we$NW{
zi?@*oVmID^Rpzg$9t*IVXO|1dm6yX@{$|DR;2V(bz1}u0nRY(inr*0_t*7*ar_#<S
z5OefeE)W>8380Kf*$c0J6|;^Mo14uwE0ic1)Z9aMeA8i*J_kQSTyraT1KL}4kt3Oz
zd_7Bd=ePv=1J(3;4wg5H5QTeG6kD!O)%oHc?X-I}WSxQq3*29ON$*62bytnN%FqZ4
zst4W2pB?zrkQJRnizce8e$vSXC|QyuO}=zL`!oR4)!bX{pJcEA^c>?{egZ&lw&+y@
zqa;8QbA^-b6wGaBNntkyHx)}=^h*75BjRA&xD3a-$~I#zm*7Nu##c4)yr97O=hda{
zx6c8!5>on>v&H3maL>%(-131HKnBuFr^qt)?-yeF_SrnFnVx5P3&&{torNbqyFAam
z^g>0w@v5#-WR9S3V>5&4T#~NJEulW4DZcwp%yL?G5;*^onJ^DkCkO%!io6<q>Ag?D
zHP<MmX3FYR`tFGa1WV{==TLFV5%xQV9$MnAC}j%m-R}f~S0lb;4FpymRtze)0Y#ce
zvAdGeD4Y5BfNM1<d<^oit6_hMIPDnqXzwKGUZ$qNZSSc)hY%))tEXAdH(^;gkG*XH
zR}FS)udtJV#h>Ep3Xx0Clq%H#A;>^_;gc3t9pyt5&jjL@L*D#N>5q7_35Qy(--};_
ziL|bOeV4(bi9Hw1HC>*#1A|{ZnL6B8oyNblE%Xxq<j;8cKCUqk(X{Mv-8)tLr9sW?
z1|)uOy}49_qM?*5y+a?D{&8~Sc!!$mHfWjAfV(#4zWV54IGc+k3tbPYK$?7^CW5@5
z&*IJ?Ya`L}IY^`3?l!qT5_yO;Bx3!<4o=0Dw_uHxUnzGAXCz<{!d@^~$ne{4R&*$q
zChJv-_JHg*0)(abHDS1RL(vJgUX)A9!&+TI9WjuKjlc|}?<Q#l0acbCqBKY5H5*wU
zguxAd3GD?|Bu0xkk^u^wfjxJ#p5LCj4X8ZMp;fF(-$rEE&o9Gv_Gm5Ep^mMbEo^_6
zoHNs-MxmN(BzrG2V7V^YQqaFi^=Oh$q@R=8kowBCM#r<top|ZjMdhNaLf?nx=dV!s
z-`s|DE$&`#vA2u=Eq!?Xesnp$=UeTD-jOfS)cj;aY^RXY3ka#(q99XFxfMgvbc6V!
znl;}9IO2^AZ*DDrU|E9~6*=Ty5wdc8Vyug^QMUy`U7g6D5JUe%)Y{G&_mxW94??-L
zm8ycDiiaX<oU*iYF8ufFT-7{$`Xj9?wn!V_E3;7wKCw7jZBt!E<#5XclpGcupwXGP
zcB6)W!*nh*uOu>u0&GJJ6-PXp;H(>C;!ex(dJdr<aRFuPU-<(2)*$nFR>6@jCZqC@
zUF?w!2?L;yP{8JtaaO$nP{JR0i!;3rxgbw|54ny(dbL+C<pH{jHXW7Lb<DTTr+?x!
zS9x;Z?}N(cBBl)>d<BwE1-CGFKz8?b6#|_P?Xw={BaHKwbc33&f8IN2v#m+!T7re)
z{0faq)L+*g=OM%<ENvcvmqn|wYNj;-T23XN;5H{*)q?H1b1*|A>_=0O(UPqZ!codH
zp+MSrVc5%=!=UWupz8MuQaTa)hvl3jggJ-;Y_#buJ}d~^kMQ!ipDK0tNOaDfbNp4~
zJMua7=;&u-#@mv3WM5A+JJD>lY8%v+EZ4S7Y1>e@O*G*2^>H_MA?r&Y;=G0X*wQOk
zWoc{NMKua%UZZret~o**q`|;SI=VyhUD>QkZRiSy#Gte!UcNfTFh=o~(Mja3C+IkK
z_6K)RhI^fne7aqYk)BbF=1r3tnLC(wHYv{bMR7op;6o^diLccLSMS31HuRo*aQn%V
z9d%_ujfTvI3D3?bmaO>0wtVrMi}G$d4$NSZ5XzXm>O^@Z7NR|iCF8u9f*4?V1;x2*
ze)1rXPm7&E*Lw>*Jj|K)+sDMrehX~mgGOMi>|N|h1NfqZ!>}4&+Lh6|GuhsNA^eu@
zF~*gZWtrW)_C6KP2Nug7vjVJh$h}{{Uw9;6X_ncVlO{w?hfr{tG2AH$XiqU5v#<&*
zkDWr>V<CZFc9wj|Fl=h~l*F9}YX$$jD*f9Q>LF`4MdJJqcg-;0X<JMY8h39C@4b=4
zOyso<K^2o29xsco&fgYb9X>p@(7ApE6~&e;ssSf+BF0RhX@=}yjKt|ZPOnrouC8vn
z5&D+Yb3A=iCA-vN2h;OQ%*^F8{6g;snkYsf7K4MW&PVD}IzAwrKqL0DC<{B{FZ9kN
z76`RJ<;k@`OqYqX!@)fOY&qCF&=0Lx(R-0z>9^ddxF+TrL3xOxN@|~a&*8sAy~f0W
z<@m90uK&7ntLX+xzASfb1(T0Z8(~L}-t7b&R|f~}o-&=8`Sl5Gq|iqQ2JDp}cNVuD
z0`HUTjl?r#nobOvA}jzG$ZjN-E?GiL1Uq0`(ky$8D!G0Uk%HB?L&HW8x89UO+T!QX
z<6l5tpYfl@SE0?Z)xiRgGev`*^^v+;!JYs#>)d&V2b;P8yC+UT6OGd=mw(aK7>b$%
zT<C2wJuq_)TF1ebe98a7>zc_lTFat)0U6voR}b6V<X-?R!ErWU3^u-g50HZ0QXl7_
zU8HvJ_tY$XGngGWKa09OdY?_h#NV^h^H%7O{$Fv3(lnGU?z~<0PQAF3xiDtr({P2v
z_G>mPKoz=$A`n8Su?}AP1KDvt9;>m#Hwi@-=Jz6I`LaI@LRF9Df*sRk_sLm0Zvb*C
z$fo56Td!Q(6xtQzQr}$ywU*I<gJrqL@YO$72}11iZNYBh1fdfBu4wv+``fA{RiN+D
zWOKeYk0@LQlsp$@S*+iDu87SiL{YC8nT~HqHt(O9F^%uaQct|9zj=2d?QDFI!Fpok
zn{@qkV494z3gu5EF3@|_EZRf=w|V?O&nSzHl`Ud5VH?muAAb6meGJ*n_--h)Gc=6m
zn#QAp5?26NWYVBnp1PN_>s}@Eq(6;+ie(AbGc*KzKNIMQJ%?z!?9t^Q6>zSEXgM5d
zqv$Kurv<6Z5|0+a@j=*=JuQ%kuB9fb=^5J$^X?n7TaeU62ZpKX4Yc8VD+eUvCx8sX
zpQY$Tk-D!3JJ2vb5$Ae4etZ(pU=Op;F1F|Hh61?;?&7K>98%=tn~<(eWWU(D9Ljh&
z@w`$_B#wT9!0%{dZ?a9)G-~oQl7AC=g?7Rs$J3mu-?s%!Rr)ZvqxmIw9*p1#Z$XV!
zmPzmHjEeQ}Qh;kwacGX7yo$004tU0RJMNl3%wC@*vUBt2Bb*!ZG(}o{`$BG{L25ZV
zRF9=55?YGtcc6fzruKZu$i{G)UJpmu3$VR$41gNAGk3=P%y`HdV{vB%19wl+%sQXo
zR>}WdJ97B`mEto6AVwV}ZCOpQ6s0L!+3l`oY=ELsdVRDh%YhZ4+{nRydx5UpAE<ti
zxcZIh$Um3_G=U&3&PnJ~NCk8X18wcD;A0+!?nW8g#)c`E#;(*x&$VLr;EqHKE$cXi
zji}0lc=v=C<LZ7mplg3F&eIsq8)geD=S3aXMMgzS*!XCAp!l%(Dc;Er+$g35-&Q8U
zpeeo3Yz9vklu=E?NTu~tse9~T(jtQmF>Jj+A0`o9O%S*z_yCV-{Kpw#1iu464V@*U
zV9)1YZR!mcoU3a!kycux3!%pe{T_zK&?*ZyI+Wp%o%1QHA_qL|Fq~nUR6s~?%wn$L
zpaacYT?fDOM#0iL*1+`k0FVJ*T-{W*je<}+tQngZj{McV*Tu521!dc+_Fr359Mm<L
z{V$&3WMnW0jq#UdE|yM$8>T;-+KF+W_uIE4JTan0xQz8@vunzl-WqU0NY7orHh9WT
z1&SVG$Qzjamg%UGs~xsx;<0@?;f$6=yYO1Q_TKtXhox@ccMziRsmy^bo#(TC<9K*B
zL6e8nK(yD#r*v1>S*Jae0hL!^UB(+A27p+x*z~DM#&)=HoQ?Cg&r*LI`(>p4{C)^#
zhy^NBb5bCHW}E8^L@b|T2nyYUye2r((#EAoZM{^kWyQc6t8jtdR1j#!w=;}Xk^ARm
zZF8neNGSJKDLKCx@a*444QmnE?rogWuRXe<Wpt{x%p4|*k^Ww0X?cQ*ad;{8^@o=3
z^MdcIH&`%Axm(pVmVo&O40BkX?jE`iNCS$zmc44nP$@u+oay9w%4)c9yvob`9=n!=
z5F{+~ww8z&Nieg~8t413?eYDO!Q1zlX4^n!VLNux7A|&v@_E<hP`%4VRm@vj>xQ&G
z0(CV{kUT(G-cXc|9xCiO0Lvbg)^o9XTNVRw+sNguvQ)(ADTb%OJ#Oho`hX@(Xw)!c
z?$PFokLc7SZgYo<c%6CRGa6et{xv~}d7!2~Qs2f>z+_#tG|xR{ZIl5BgO?P_G0hUR
z03wA1-(}+P1eR{#(2dU_P;sB-iMrHVcV?!!uRiT+G^xe*kA;8%4C*9qwB5c>1GHD^
zyh}A>v`j&cn>fJjeE$RmBnds65Z0Q8flDu%Q<*YALi4}>7g!=^X0C!l%Tv{~-7RNs
zt|AqPdjtL=W+QdL4Yj<b5@(%9_+rlghu4TD5WrsEQZ06pDA{VG?;c%`JONUjSS*Ei
zy;$LEC$T`f`-Wa9a25!cOGt<|*S|KmsQ}{Na}|NV(WVxXgGy&dw&F5&{@Y3AmIKhu
zn_LCif8(hF%D?v?jpWq$D+q<F#Yv3-f0NAlKZzqJa9Dn~g?k7H)+`l?M0Bx_{`;H$
zKR*Wkx+USB)puT{Di=Cl+gkj)^s3ySBbb37m+yMsgTDp6!YF4fCjdU9O4$H7QKEJC
z1?ajpJts>9x!%9->jLx8?1xt?I+Fx7rpZ9E*7U58?~Z!{%>jAF%*x{&fOzq!%}Be@
zSD5Jgf|ft4IRAVjkhyL^wA&z)g<R%lt>d?9bDTC#!gEIP)Q9)RzC9{*mwgX_ng`yz
z{f+hN%~wq6-91-7Q`{I3+%Rx+)iEw5sp+sH54+?ze*r9N0UH2f0c8yxPSn@PPp74v
zg|}wl2O@QBE+J0QQX{QadEodHe*(lPvWtFTQPQdsuAr$!_2Dx14)B^w9F&8X;s3Yh
zDl*0ZAJltopk2j@!z_FN7A5_K@BID^#P79LsWQgL-F@1&!Q45XDJM8-S_T`mO>}zg
z283bB`=Q~C@>>h)_S;U@fTzkVYV7^<y-vgC4lic^3+cK57M?VW-cr*|j)a0YAC}Nw
zO(6=xs87XbfB9nm@n>GwNrz`}AZIM2SlHIl>6(`vwG62DdV=VWE?dfYqf&P<>>eU_
zeX5eO+3lq;z(8uZm0C~4-t9z0w^m*7EMn^GBZ*u@kMvXbCSQ)UonD5;Z(vdWmgR{$
zrDnHmv7ycd`sRLGM)RW$JTA^x$kV(*_7}v?1@&J6!jO^_T*B7_P><pwdojc88&qp`
zMZScyeV^WG3|3l4Uz_#2bQ?A7Sp}?~+Zks8kxMVw#~!P!$k2c)^b73%+|4zJV?2ac
z1XQ%4)eRscSl5D7-ft6<y;`fdewab~Bc}0={#V#qorZ~$%+FfxkDdc4WU^(!xR&w~
zynG!)aKLSW2^iD(S4J_Y@T<|3jl*3clUY1@t9?KVz(10^3s|?l+CrFW%DJ2^%}ZZ=
zNi@7lAW_oU)=CQ|x+Cv+Sg<S20KZBj7>fgwdzl~i=>@Cybv;CaK(w`Hg|+=IZ`>7k
z^hj8Nv=~OWuFlpB0=pd?LjYNzaw3$NRhM4#Gtu%sUqcye2%A2*@ouf&SPS2@?<3%(
z%HKs$y8zTHN;aW=&ZcZyLSIL4Tcct$=P!~AHRkKHngID3tTd|KlNnRi0vcXI9fl$e
zf}ZfESH6p{(bIudjb1RgITg0DMdx_l4{D%>6U^8RGi6nJvpZ+me~#$^l0SGX*TB6W
zT&pdSY<pDG;8=C((XxXO)H%-r-*@Q|^G#Eu0!}u7?KvMi$*-y&7@fHW%Pix?0&>?K
zz6N5~4uf`I-jk-_U$iO1@d!(csY*2aREV7c^$HQL$ly+`FVcMYU#lS0ZuI&=Hulcd
zjBDBO!MW~5ZP+&3JNIqd_rSp~8XAbc-xA#wXQCc0wog=2Sn$+0{k(CDEAFaQjyVq1
z>KZpKf>jiZ*aHn*+$U%ZDhyd55%o^bnwuoOr`3A`TbB!&3JmBGimVk~s#Ek&$@$Kk
ztOJ|*A$=c~I}Pf&O~}|`6vQv<CWsGJUA-_|_{Lu4krm=Rc(oz*>E0CMGx=`8I&{_u
zg7yVXM!X9B;UH@*qf15V)t-0w&wVJzDh_;^W*cD}hDXGrBf_zfmHS*#N5pimSGB7P
zN-X5PWsKqWD2>tA6_cu6l^#e_tJY(;iTmu1B+Fk=A4CU9PCY{-b%E&gRtC|Y$rGv+
z>rTmiP(!_>W*XWU9|(<Z9oQsk*F?XD1&uTaGydHB_SPRZQ~cM1zcU~eR!w4r*fGC>
zPUv$-wZy2|9Vp$|03bmYPTN@fMo;JFNv{@}k%1wo!h*#UOuWQUgdZh8RZD#k9m>R+
z{M7<wyY#3RQ-q^bSL>}wNRnVhw~RJ0Sp4-|RR{JD!)-3&C?yI+eM!IB(%ffP&R(uW
zlrL$KdPoMa=3&8EIJOowUiLDDu8~H44cRu$EA*n>1wqjk1+6U>mz<0Yn-?HYDX5G)
z)0JjeXsS>x#yV!I9uH?3+BkB%V_2RKeKW8n($-cv11I3-TWs!lutgu1D7E_BI#*Z<
zj*d734-Hv+x+d7>>OFh3Ym~xwre4ikR1V~X#4J?POMNIkfh{?ZZ@fAII}@i>0(UV4
zEtP(+NGVzJ3fN!>U}>z}==ZZv+h{x^vl@VY9|6`<4eT$PxJ$8_sz*?KoB%n62A>7f
zQX|pJ5j#3_v$s*8p$1-&jj=n&>r)NOOFyiuM(j7ja8khfCAvViGW1`MVrmiQEdp<z
zy^3pmhSXcXM6{3Zb=j_6;I#-Ge23Knb)-2eLvOU3fd}ivLrb7~&n($#j!@b1f8fD}
z-Q?sr+^O4<*DJ)*5aWjeN%>zzOm^j*fOTwDp75p+4?J>wqlu`PVpDmtS#($S-pDvV
z9^^WxuekV~xN$PB--W)v|Kn(~VUiTAv!Xg=izQd~$SWhSC{^b6_QQLyW#2ov+%>hH
zM={H?mGI`2zJ2I#0muul0#y;#r)fV>G19u;aM>)@Ag(oJ<}DlW32*T=^G0L&p%S(f
zp&y=@`l*dY=Q03WH4qw)X4zXY_=Yt~PH>bCpL}eYhTg|5x4Q|>el1*af(_a?JcUaa
zBJWAaRvyl`PAfFJr+2ELoUt^CMK*!UVFwJLd!!R<KEkG&r7qTWFp$u?y?bC)k-bCV
z(VbbyAmc1L$BaUpj%}jBt;2_*Ue+?!U#SwYjQTd{01CZw0VHV*M!msVJ9^zbp+4#?
zC=@LT-A_X#?62i4g=cQ-Tqc*o3_)&>F`cMi8E~p>c8_Y65PiHKWz^W!;whq*2ePN@
zfdAqg_4WB?M>2Xy5H^O`5j5EipBq>_F3^D$?lDCZx8CL6&_@{N;wckS4}O2cQSq@J
zyQ_({J9cWR=G6powbHx^7UB)-z(p4KS~0NODH7W5I}p3)e&19k3El;dTj_WqDc2;v
zf<s#@lj!IB<igNVWh1N_9Lji%m8*3b>EW$z*pw~jN&AIz5L;CGR-b4^W$jo{A9G40
z*|1KpvOoZkE^B-V$jW8Xl`mQR4sU!@j-)}!5h!raS%u~{p({=g1&Eo~<&aGN{~VHE
z{P+w-fg$<g_}-xHDuSfhl*wx%x;^O+Jb62D+f$%S+qs^^ulrk2lZ`&PFTnudxs_i-
zkAW_se1>TUhrcw<qSB>dIem2j=+OvF-UV;HF*wp-0aNB)t`}qUO4fZFDhI(u?ek1u
zsl&(=;tJ1{!)WZxKkr3u4d!P_th;#Sg{=I67s_)9Su!b0#mfNFG<G5P5FNY;+6tdw
z{$}dykG8I<P>VDxa<e_V-)6+oK=1VRw$*Ff_h$jdb0Nd-*Bf=U8a<p_jn69=>t?^^
zmL>x9DaoPgK#@0?%N|j>oJl$>vyx*WopNvvC7WsEtyg?RID$^cnLaGH9*(-v;R(<O
zQA2`Ui}k4SgYDgrUDot33`lrgQy5TpE2iAMVFn6OacNW;fK4<AqM%PKlxC~v8rOPQ
z$N6q1TzR+)6+x(um{q0dgb^B@?kG$PG97I*lXlZOT8)86ezE!D;?l(TFx{9Rn#D7J
z;L#qT@)3B=Hf>xu7-hQ~F;nhM;CKfY8TB+%r~&-c?A~Qi8)n5z2I|Y~5Fg&T_NL_Z
zdV96*3@W7y(AO(pNKHJS%%2fA|A?(ZNeWXDQZGj@d3~ELtpQ6ExM%EJT~&N|f-=N;
z=Z6k~#M$+rA!pLn)&pUh3Lf_Z5yDQQ>>Ol39Aw<r3}#QccIO_f(;h`Z>JTS;<b8{#
zs9u@L5RjwYT9R?vVMu;(%V^~l_T^b;8y|tW&Dr7TCihDV4B)3XUpi5k%40|V9*JZo
zJ^506Rs@ZpF&{c>%C^$v8)p-{?YM>_PTikVIN!ex#qfV~cjV(DBlXH``w5YfVB=c=
z=iu_%znB;WQjld-4&bz)K~u{d%|#g!SQ2s9zQP6U7KA4o!si)=_6<YFmSN?Ivpp0q
z696rpm6QeR9$a&*Yusv)<*9@z1gQ|JJJ~jcV>D}&5>(e3rWLUGo~C<53*4eR`e@d&
zaeHd^7z!o0fq0!}Dx2^stp7p<_VTJ&Yi)^ETS|m}(!vhjt45d!R+?htl_1OcC0c2G
zn6mxt?h5Ad!t^TOPD(EI2Yo+BQ8iC#C9U16kE&eUF8*wr@oGmLJUmB*1<K9w5O+&j
zAgu?^yav~4A+^XntW0E1xMG=r;}%rHJ+nQw>a(TNFM;t52r)K|^y*WQfID5B^`uYu
z*`6_3P_bjuU_&;pv9-~!6&%mR!`Qx{pOxVCdj(d96jvH6sIcoO9~Cpqa%sdS?^mwN
zvR0M`-nmEJX(Ko#Geo8+3>nR~IeR0IK)Obj7}_L86tV6BIXN?#aenu6-h-@=?&0VS
z71Xmm+0Thdg5_coC|8WM7Ji*!gfifELBFnV&>vG<#}&;tFfJ+E7yAppb=)$^3%hs{
zXPTt6YntRQ4ZCaorH8w#7Nv+z(indxCAku|EK16y8OrEqgpI!4*jNE1@wi@p|C)P?
zJsq3P1KG-L%1wG7)D3}66{gCbIU9PXAOzBbD>QLpHno>6TD5usMVS-%wMfMeNWIA6
zVlS>=2^D-FCpE67n{A-ZPH>$Rg1N9T7dd5(0(ccEqRDsZ9#j5H@MXfRK*UQ2N81=R
z?u{r7n@zElmsp|KCMk=Rky2XzT)cq)2<#SX1ih}fAnG*_h~chOD+8R3vEQ}2H+xPz
zO_jm}$p|tUIjn3g^9S_-5H@4(jE+W}Flv0CGmj<C&B62Qzaaq6-oTCZ>C+Oksm(#E
zTkVts^@csnMkp9k<JwD;(Os9Gk|dafXe9Nt66c;rNvO2Kn^F&-7o8vq?<XqkbH*w2
zBNrO*myu=U(VpMxvFZKoFX;j0{z~@vstuyKOQIxR6B{_5kEiM@IV&q$%M-wJv6Vd5
zpe-}E4WN?ij5-D@b9dG%*05Cj9bam@CTc_1g-Xrgx|4IF_1AU%L7#oeXG9>-4}iC!
z#cP9J<2(wM3q+9MukZ|&FJPY>m`tfJ-5~v$ok>nSOg2CRQvLeI!2$+rC>u0OO}Ux=
z6Tm-_CM#QSaD3WzP^_WWff0Y<7jv*{l0VK#u}cC^**x5(oi%!kpBL@<ABUK7d59D6
zdlJQ7_OA>q=k8!$!j`>0JmUr!jXvPDNdn&h_e-B+NWFYHdTCy9iKb@2ja<QlcFjfP
z#_{f99<1L?mbXl{W`$K6QfA9B>(v^CD?~Y7g}rau%PF<KOypIVX?I`1YAUd^Gs;w7
zeI*4N;Bem9H74(^kTKEF*B=ti;d;eKD)wnYwbU~PKuR70;<e0ylK$o1<lC1icRDwX
z4l(a`oM5~doy42hipX&oxW%$py)*GznzyaTg_|48A9zN-l3le}mzmA4BN^UX37OC0
z48;@Isw(EmXC`B-E_)^dB3t)->ZM%zt9jhO+M=O)aHi+d>q<J#nA+DcU3Dx$M=XIQ
z8`IG@uIQ3hdtv5*{QhNF7Z(NK0r~Z5i6OlCX*VFHD=sk&6=nQ0sQB~i%bYrZ$KlfP
z0Q`?SeC=SQJ_7s(j1vFhqPR@11LT{bHwE(2I38tZai#-431Z4QAmh$&DwWLD$f+R(
z_Z*?&Y6Lja@0I{}1xZ^Y!}LUIyuw3avO@<4qbDkxHau?3Mt~bbCH~UJ!Q)nqB=~TW
zJL0dT`j@t|{zok7ADP0xxr+YxWB+gT0P2s)%Tgf!P%Gqj{g2C9Awr@eLK6R3D@62P
z)d~^&AJhtY_~5~R)Cv(36aD|IR*2$dO_6`97UF(oJKfEUO5u;rU1gT{cvrGjh(oT9
zJkj2~#TKHNLcY;p3wcy`n`Z?7S_oB(xbt&W`9i9Vk1RpFEE*|(&z=z4klUyzAG@j4
z^qM-k)q6>mOTiCTGN-50PY2v&=hu5?=fvV~`m*3%{lEU_gum~WT6;9s&#n?j@k`dr
z`e#JTHl&9QLpVK4*?nNU{;3?p99AE1){=5@0&N=DOq}<=W%n|n`G(p};h#BahFHU1
z^J30ESIA(K_*q^#Px4!%IiF6~sqO)SD{#9Bqg<54A5W{D1SDTn>Rw&-;;UZ?Tazds
z6)@;|=%-jhlu{+TQ$N%Yq4hTQ@aj}w{STVetqArok>}(gPR7rBJKK@Wawy)<ZzI)C
zrhh$;T7Gh+c2Dl*AB0XW8nb8zGnHR?s<7)hgv>gvdslppKI&ZwbClxcLFQ<vI!9ln
z8eI@`{xs)BP4QmRQA)*+5{jy*OU(353bv&D@IJoayviW?>{>}{lZGa%8TB+i5hpL-
zYtQmt3$;=iW|?x3@No*Sy9&WkADKlg%aEyFAb(^$rXlbaIq|6-zqo`%_hQB?Fa`Bf
z5}BKJj!^A9V~g|Ctz_14i`6aP0Ur7jQ1zFG)GI4Nk9=I9sN&V=Op{KHXQ=t-u4hg9
z6on8hLAbb$v%Vg*zEdmdI#vv<b2?$f>6PC`_P%Y2Fx%<TUGE#k&fJ-G;;9T9@odIf
zB9pmMaZk6X?fMBOyKi?dPM+Yy`cHzo+fVBH@0}OJPre`dkfGR?#wl%oXeVq-Zd3N$
zTN?^+)jhE;EdclSY;lTDX0b{+Q*_<C7dF7^_%?pE9|PgKhsqcV<s&#W>lg@v^nagR
z@ptoj%c+*M%=&RZMIy0JM{ZExE`LW<*+e~iLVvK^azn4R1J9tJ#qSSGp3Gp74o%X_
zH=gY}y!GFn3K-T0lB*H<<x_r0t@Oz#QNi)P^{l&2`s_PwknFRh0^Q3Y_6Nm;_yQ04
zKLvvveA8wFs6On*Sv+b8ew5}KZsF6aJf!-uVwA`ey|1nYv)uKtcj<&PX?hWPo0CE7
zo_X55AC;6ct<7PD;;)n;FTzJ{Yz-$Nuhs3W0-HtnU0mnH9i3$LU**X}UyNo*X67VT
z>Q<}=-Z;Dc@MF$E$=Mt(X3g8~BK*4k4I-jKhP!t!T=Q3VNqe8j^oH$oTvfgW`?Zi;
zBw=gVWSlu=PSua^#9>oVzJ;zYvexXUVS%33@z)_FZRYk#hm|Z)KbJk9^(JziENL=^
zLF9b*zcAS|fI+dnH0@b|oAObFuQYI<P)Zvg<9F~OJx0<(usBYe23@63oBUppf4rD3
zg{Alyc)#&Hj|*Mg-XuILP)c>+4Mgd0I0rTgJo2WF*dC6LU`SJ_y|dXf*2e+e5^`;s
z_|P@*#MaOazWaaJd&{7@mTh4a7K`BS1b27Wg-fvD1h+tN3&ABg!9BRUyE_4b6Wrb1
zowwNgeD~aXbzZ&iepRpP{n)c8)|@?h^pGBNwv8U0&1x7fOY{0}<{>m;ed+f21P=dd
zBBPVw_Ulyr*R<kCQ!J}-)5!&lUeD++@QMo7!B2(0PxiygmTX@s9&Y%b>BG?kNkOK!
zOH_G}ZJ5t3$mUa)I}wZZdTtCl%Lg-*LeD2EBSw+bb)v+}a7kFpJRkj3om+%)jhJp%
zaNg5;MMe)kT{M3jNn6fphhO%7AA?!pp2wO=4Fs41b3Glqr8Ue_<81itTONsXY9q@j
zx~GS!28Cq%o>$_+)^fwyHQbazS6Q+oy)ygK72sI?{mDyRJ={vXm237VIEh!qH%AG2
zoDpsW60ZHfREI*>{9zH5^gfPhQ%THu`(u7#KSr_WNO4Qg&D#}Dk!np?v`u9iyrxtI
z`De)*<Wq^zo>)D@(#{wvgl#AUa>zAjja9N2C17>Ip`C4whNQy|T%g5NY){3eJ6(?o
z31iTabSqJ=T~t~0s=4YWRxtMd$;UclE;g00V*?H+k1l8C5u$AfQK*2#vt%=qV3kcA
zBV0yN)l6gI^nS=62S=%KvSEp1CIdf(WQud`&ZU0VMN2{SC9<-R@-KCZDI&=R+r18u
zvYNNwkmE3P&II-;@(pd8;%_wUztDo|LFVu&N=J2np{b+Ok#;LlpfY|(pHJO%4mFi9
z7X>2M6cM6T^NAMv!-_?BvZBQe><~mMGti4-kfHYHJBtq-2xOs?AxZ$wf(+Heax~Tb
zsl*{(ScZvl;NnpYY0!Oy5iem*3`9T9=8Ecb$`N&=AbLlkv-a_bXM|F;ZmB^w%2buY
z$_ICHs!>W9e+O>B{)N{00wdB_f&lHUG{spo?zRLcpJwI%g;1<GFjy=S;&^cwKF9eQ
zqwn0&t(pp(_mijYgdZZLfKhl-=sxrUD1Rn6JH7Lro0^1)GBBa2g5E8Pv@%!~2`z}o
zci+S!oaO*du0TUgoJzvL|Dib>1`l8?GmUD$hqkBi7b?j1Z&W*Pp6hO^De}0#QJeik
z!&!>qrn3G*&5S#!&W0idjKvm{Zj6%~<iC>0iaK1>vnYD*sbNKjpxq5EI`t2EjH1z#
z0zOjsK<&N5vmo!wCgWfQ{6UNfI_puOR2KziORpKP2Uwu`MABkoWrd)@a!G@gwCJx1
zhZaoc3+P6eCV>c`0fPq78m*#)fW$ZOP4Hys@_;+YA=Cn!Y%P^uDk+07(hF3tan>!m
zU}+AxR>oFUB*^iw&+=#~1ik>;z&)`mkt%lug>EPEG<4l!$>CRy<zzBGUcf3|7Rp5b
zQ=rZ>Y6z3BbGGGl@cp+;Z5459sWsjspS{zl?5%?!={UGGytL*=s9S~H(l0UV9aFks
z7Vn@3A4suv0bl(SOHLs43ba3pQ_FOQ1^Mh*M-ev3V53&;p(o`u2(YX;<NBB9%ShS+
z+YS`g5(y~igEcweOnP`vnjghJ1w1B>PjO7lZC)qBNT%9SeG&uaNM#C4SwQ$Q?_*&`
zhoIl}LVPulE@GY_Bg16`@IVdW)=+I?PuEh&v)Pa@8BgJQgFmA&rQ}8*NtJk4NWL0q
z?thY@qm)o`0ETY%>q3RQvEVexlA%KbydIHMVFD8plnQA@W5~}0IV>1_MYb$Lq<i7k
z5_OH2No5rMLU6DkWzby6=gnOWp5D7eVbb!(MyT8{ZG92&CFH^QQCm6KJLJ{rVow4k
zgD;<-8Z4UBX%ZX@2N-NjjjF5;@wXiG=ZW&C&}9PUX2OcbfCl-asOW(S(F_bm(Ijg%
zu~_ybC^84)*}1_YQJn?@F{FTRp=b<@qF<<$&f&xkKy;J%$CMI42cXBR57j)G5C27s
zO2dsb`5Zb-b+pX}H^Xr?6;>8JQ;5-MjH3(|j(sgU%c-FPp|o^yL0##dVlYUfFj@p4
zWk-Zf>S>9nvd86j0FqTE4*x3gjSYAv&dD|6(m?X_fh?2?a6P9AQyoLbIgOPTg37Wv
z4pX8o=N2LzfF_RMdsA8r<tjs8hl%YegF0YO#AlM&NlzgghKmpDUqg><LiJpnRlO(c
z1A-`jFjxre0$PNjrek#G2qo1AVII4FnNZ>P6-Aj#fT>29(K8W0O9BCb13bPNg5`{S
z7F4J{?se=oC^E%aO}}Bmr=sfIbhQfRZl`18JlCS1^@oHUJ#K!<oMFr92m(ITR3Mws
z$lp{p@8w5>>NN`^p#ZOUmZj{??vk0%FdLxIn5m(fi|j;6KnKV}2lY<HIBjB?91!1#
z3KJ8T`#>~}lU9qC1if!BYT#Qhn$tiHbXeXMCzQT~ycrk#*jO)=mdS4e>olQmadqPZ
zaWmRf6;#{f_mKUA3P7oH7aer=Ge2%h)zV2_(V+1xdlL>KJ+xeJeZehtU52Q8*G*cx
zYC@aQmt>u?AIAq&2QBF?5BzmOiLzcpSXi{MSDMgizm5e4En6Uj-F$*=9Z2MhvUVV4
z+?Ldj2L^)dQ_;*Ts=Lk013HC9r+l4uEor$QipiC5VPISxmpH#-Nm?=j?G!Cmj!0#u
zYcUBt)zFfLG6ej`Tq=v<bE>cb_T44n!VrsZplMW^u?)Vbb0~pwmGED6wa3tP_R^X8
z2{Abp@Bm?lLgd^fZHa&hRRrH3sPBV-*p{@s4|LQ@VPf_qru(fI@Hu(dfK!l_4mwS7
z-rinGQfH!0F_cUYT{#QB1!*Oc@@7mY4WopVejc!T{g;N$g4n05+HUiL01&Uxv~Q{6
zmm<CgI?8bZ+0EF_KLoNL!kqD85qDGw2R;>-XC3Sn$AK{8e$o1l{tbERD&mW}!ND(%
zD2InjA_keKqHE??_L}GWf@l@`d~5SO@qfR8IDE!kD19u)u`F~x)I_v`&GLiSC-}(r
zP}sE@jVJuF)@=BkXlwxceLT3PI<oT4_DX^~-PYB9F+&KL$w&8ca`OGI0PD-cKmT`5
z4LZOZp@Pi|QtqR&LG6S%Nr=8HY=&#x8wdb!4Zy+chnS(KVM#V8Q%W`lgC2<F^Q6q6
zfflgLY!Q&XG=G7{{r>{3Cd)>S!o$|0>6s8fxfEx1nrDZAaQiPn2Y&;cf(F3ea8e=x
z6W|xhE@Iku3aU1a$P)|IN7%&~?<otkk(`XUs|7Y9qQat^JqAS*QJ3&@M2MFtjmCQH
zGnla#7a8sI3GIYVm-KB?j}wvVYY8Z8;Msjw&EOh}^+Dn(lK0tBq{9WYB!WC}4JG{<
z?eB67D8?>Og}&X1fz9;O+8xOlm7j2Jk$yY(6QuV*iTDz@>?hLlhix-t?@r<iI<y7}
zoWBSJ^kJ1Nu%lq;84Eyl-nZ0RUkLqOkYBy9XuvG)7{t?;A+fu=MsK*W7gW9WDafhq
zH})0YS_CC|mvDPT5<QoDWf;_fDgl2*!k5gGNYU;eVa5=Ng<w2L2YUvTb(KgAz4j}}
zzx0`!%Z#!v6}+oSoL%6h>T*2^V<+JhZ7=ZZd9_XY1WU~`6SP-ki=o$c1$l(3YeF#g
zO8o$C>ipFR4#lpfa{M)zJt0;@nAjqAg~Qtg{D}?8`X5jQufeZGqL7bo_K&d5dz8F4
z5_`Q>LgI>Tk!J^aD49ijWScH8#N&xUXXL8uZ?uW%THW@cXy}>;c+y`FueN>B(0Q?g
z*NQZP-1adVNgBb)FPB%-zG%+&45(cyW02RA)Rn4s(dYcnk5_%ZXmUJ0qa|WSS$c%9
zS37E8jf4*gJ5>hJio2wp!yEV!fq4!~bO9Tv>llV!iyOq*2Q)qNR6tT;kO0dsQw4D4
zF8F2X3c_09ye02t2Jx}{V)!c=DHEK0^;a@Y&Rg<g>Tj{D+E~xG>}%L39(>2eL>ryB
zRF@qd2Vz&H-a*dSq-QOAvYU=CL)RZ+B)b?Z8#x9{Xf%ic&y8_GXEL|5QiQm9(Pzq=
z=$$P}<wC%V4MYYaBxN<?uLhVZh>>8++0{`hR{&xoRB$3g>deRx;Qr$95d*&r7q+P7
zdO&<wW-esN;h7JFxYX1qX#E)?4<ZfCXmew4U!}$>n}beJ^k3hkM%QewcI%!D0r4>&
zJ>jngx!u_%;T`u<Vs(7zohsw5jsvQM)4o}s&!|w=FQ1vkOUNOQe9k^MCi4|TiDAj^
z$P<6xO<9APIFNym0^PAKK??TyR>>LPfqPH$qyC@2QYz`Y^qoUPL^{t*6H#Tfc<hT^
zS<&y)qlDEfIrZ6dzAk>IQP&6D1te1Yl}>9A;Err%bjAvak6}e}jW1WHh|dxzURIQ}
zfDNY-LGb}qU>2s4v+l%eB$8QksS#OmXKI;<>W`bv7O6)z6k=4+H^iSEAcLmNg)ZB`
zKxbrxLqZ}UhVF}7Q<MA-`yxx2prCI^ho}o|JdK}~0y<+LT~PVB+e>WFN)$UCeVO02
z;XkRHKi0~6$9(!D^AnyBk9Vfp8RX(}=iT#y@t|N)q>spuyvkq8#Qmd{61>-IrfPQF
zKKi4uO|TGwBQKE|o&&kPe289XM@3P`)t%mwzEn1MMMNk8d!c*KXQYz&bNI0>I^Dw&
zWKT&2?bhwirj|zfLay-41}NXHMY9|0PaM{&s|uubvRhG)tHa~Y9S+wk$E*%Bp@L>6
zL?*H5-jp|c#1q=HrNIwe4%OR^(-&0_A2l^KTgDl@6Y31xx_e-x!a~AyQ0p8<#wOe&
ziTeH034uKqDR=z#RZ=M8wpuk57Lr>@wYExv43wV2AF{;wKdFCffHjovof{aq|0rBO
zkK6WYz7+2AbAFk>&Asm^SkL+(esnYn>qrHz@JW3(deut6ZKzM~L|>rZvS&kUGw9}E
zimvfy$QPPJA1#V;v`<NM1k)Etwi@sRknK>V=ehE0@97_VGPJ&`qL0*(yVzMrS`9nE
zR%YzfOZ&wrtkE)(iT7SXz%J%kxZqpGgL8L*?&_C2hmZL6MEfRkrA85*Zn7I!^m<K(
zB}`ELo-H@Gnr0U*-d4+3BGwi-`5disb4Scvr^3r2%;~9%byf$Jk;xsO_zL8JBPkz@
zUekHmd1MNI?1<9CMwMKZj5H&LJlWgoBy1W*Dp;pJ*bgAM5$0UcKF;*3aQ_neN@4$c
zw{t3a>(bI(Zlk-K1hrBnO;VHzaE-N6rr0|^$?&e(SIr-b%bnv$xr-wB&8mL$+nPLq
z*s=BA`e}kQdi``}Dn-Q2$hN8wW@}5@AO-Bx<8iA~HUpJk&g(Wtn&EFeBw1H3es|bj
z(T7K`Ks68E(>B|hbqbBwf?*<Loq?9{lVV&&N{WY=PCvY!9Q&x*P?36nD>T?yP1<Ao
z_oFxQ7{AGD+Q~^eH2K2Jz@Y$E+U!k3277`QMU=9fnS3JwlWnp5&760#054C2t=L$+
zPWHVS{n!F)2bN%sA`AN;`Rz64+m=S%8%+-XPW41LPIIxUU(Y+@i^KsuEk@#(=;;)f
zkx1qqSG7W2%_na3!{5F$N-$K)tceB0Pc><+uj&1929H;X6$4k(WuG<{CbE3fuV(VV
zXIttc%*6!{XbE1;O2DKe88OYe4L5%%+MYj=@i_~C(qmqeks^F#K-Kaf7#5V3VsznA
z?fM0U9q2xncyF`KP8hTfViV1qi*ki_b^Y!#$3Eo6zrB56?BKTJvtjCY&_=XS^x^J|
z)lw@V=&Y$veB_SL$o$TmKZwhdvCzms<Y1S8l~%J^<{sOtNC6x|s)u@1uhnpOqS5^Z
z#@HW+#1<mvq?d5H&VIfjHt_lYRk=a*V|w{gCcPu)L=8^GLay#<^q<5RhrR4yAI4lT
zqRj7w8tu+@DgOwc{>l0hpN%;duACzzx%io0{qpz~`FV9xUvZweZ7@6WQA3e<x#{aj
zc2o4GWWX&ff~UJk0+nXhJKs3&L+A##F$dGd!m4P;Z1u7qLM{)<E#BW~y)%~Toeo%r
z`rb?6P8ULc*)F@<3F`S=zVfYa{i-|+uqyP}&pg!elO@-^rQtw>_IS&`LX;;sUF1hm
zo|?jTT!%>?pKaYKtI5+*UdnCXiha8MMxJMh8PcompU|e%UuQ4z?RoE=!H1Cdus&WI
zmKGA}FLfBM<dQD0d{L^h<8sCHD}6rujqS^KQOEwX8mnBXLt-uy?vk4**!_s&m0xOR
z41eMN6(Ex;S4csevxr&pnh}kV&1}kR6YcT5_Q0EQ>sImd!D0+|$bJP*y_7ArQ{h^9
zNTuDTga~cbipNFphfvI@ZN{Tk!Gm1dYk}AIa`(IT@z&ScYif3Vt|y+)hpo(R^={X$
zNc?7HNQnS+J5iF}I^3-W%^S&-YupwCOSzq~IO?KAC@#hl5vB{j!-a00V*9a**^JRz
zcYD*Z>JZP>qH}_1RWAM_WOY0_1LEk(WVwLihCNQNiFC_|KQduj!g*$~Y&yc46z<zI
zISJ4EcOmw-XTK}lf?9L$PbiVk^j$V!QBHA5&YHzSYCFzLP$wNHBVh=<mpq(YCW2?M
znijbSwaR*u)FN;QRu<X}#8dDUyu86DMEUQ2Wm^l9qZN-WEUCf$GRte)PGC2kq#)u!
zV979Tba&BlbjpD4y%sdaKTGC-L1ET7IkO!$s7lz%nGAwT>?5lowGBrm?^w0<=Aqp0
zjma93jR{d8mn~n=Es$J%)pMtJbME*>q???_*Y?opSu_!7N8p`zfbKSvB_8X=o^xEm
z*nuNhwpijSfFN0>k^b%(r+?1VTxS)3zAd_(n={0T0c8d61IanG#V1GXMvxzqzHQ4-
z*6poWghx(;9tv0dD{U9H9(*{d?04;ko%@hYW2WO>G3&sWUAey6Su9Uu(A0WZh6N&b
zi0#PA%}itS7Y`}2Te<UK<7Wn`I7FO~M!2QimX>`5lJ@uo?<&?!1dWTqLZWFz9!=%k
z>ASrkE=V0+?&78iDK4qS>aOn-K)x20N}@&CTKu|`;_z<2WBvN^(;Kpc$Z!cWYvUS&
zaE^`kjzx#=?^VF;c^)f`()+@%8demeOb5EL55DLfff?3y%X3!~qaj(6-WGGu>~5r+
zUW{Bcnk+t`?jdJ2R<|mbLm7VSph99RyqTy4!<Z#oaq-0)FK`JeDb4TIsy$~R7!3wW
zfs%!#@2_{->)e<_>vryG__FP7CdD3t<mQaqW~Vj@H?{H35aPen%2%;<miPjZt8cv7
zb$Q3?aLpcX(;MAIVXHE{JrBYcz6iFQbtR1Ld4g!|d>*OVTae<Q0~M&Fl=?iQ!<H=O
z1?P;G1*Ml*t0QiR>wn+sS+@zDt^|sFoqL)!5YuBY{)Xtl8QfV=Z&BH__IQwa{Vk)a
zsi8SB5b9^Zg4efot<1ZO2N>GMxG_62PU{w<cST}%h7Hx{i}CK1pAjDJs1GZ6aoVj9
z*MAa~{P~eq>!>PtOe}taK~-Oub_U?Y?kwBrm6hR*TDIx27z;f3EaGWl@gc#MHTA1e
zPS|wNUQS0^9T{T9xh?N?T%OUgz=x`-Y!=Va_G<<~oVJ}1rjO*i#Ov8Kh!sp|^}*}0
z8-sqA^X9prULtpLl*hs?%6^UBrN>_EBKsQQ{)bJLJ9M@(D+D5L1v0Wo0{swm3A98S
z-)`>^29=zh^f`ZXG_)`x-x$1IocDRy=f93+E7F7Ik{}SXTZGAB6H(XA(P=^|G#~g(
z@JB4jxa<J|Rk7s-BG?yppWy7H&k4?WbrcITL}nZu0qA2fR4MK@1T<4aBtP(kD^f};
zTPc%K6gVgPNq(H~cjcK4^JslU@ni58Y^)8U+`nlg@^2Q)H<(S;a8Ht}V;AK9-u%h`
zy#Yzb255)s&n1s`biOIZYS6$P*k9wFyeBNt<7uGB52$%<Sf}5OXvJ#|RD#c&zNkq!
zsD&P3wJfO2@tyc}k@z<NM%QgjhYfygS1I9VOko|@aP4G%q1ouxPyRn#HaRQMV5p4P
zu(ZijzZWUonFXH6A$!J>jNc=xb-`ji$#{D-kY&l_8?BN1#|1^QdPM5xQ}k=GWhF|}
zif{4A7(elp@K35qcY3oCsT58xz?9JXhkqtOFRWK75$Zj8wL>kxUQ@cEQ?_vzu?nzE
zehyWplg^<{1Ueu$2$4&~ssfJ){=^M^C;t);43%#XVo(4@y9;dduTQ007gc+iE2Mzt
z189j3#fKvzso#w=!EdmOXCBb;h&TPokc|Ia=qxRP0$^tL6N}^B`l9M82>+cGmt2YV
z_k)3+DIZ#m+V5)kuxX_IJ&DXIlS4=RzNz-7QsS{+W<h!uCibZweoR9@#OJWTb<lJh
zO+>{;06nx{sY+j#6`xF)+lfYtbIg1354Q1cm+2)s%M>*_B4X$Is(n-DcaEE-Kq!sr
z7kv|VBD3K-;!CQA8%VQmXciy3FSx-$`SlpiJcb}^5?=`j37;>sE8aEGDPDfAXt!nV
zF4CG@5ejgb2t0FD4-Xr>%6L34hhwBU;oLc?)Y~&AqYi|IXXdkkP+d(QBp6$vvO3X?
zTcLpWs(cB#v~Tk~KA%wAH<U1$1oBZfVw+4paAA&7U7wz9c9i$uj50n7dHRAk5JXb>
zF0ko4m4|2E3-U_+k+x4q_w-gv+~D{SGKUGv5dSRvOcP_HMvwR;;R6#)kU@}|CVGz=
z!{$p~{SuWMgaJP}LS_~V7u0&kvD(;_MsqSa!5F?b(Li?=M6rA<bBVKBi;wBXePLIf
zZPIArbn<93x4AZF(uP%hEKNvA^|PbTe>oD1s@JQgAgG`&=W$v!C?;4)eDo4NAmK?(
zL08k%JMR?z<#v9I@%=bS15+yttS;ahb5(+L2dnw#oCNdJ%s7^8c**#x8|Q}*EiR5N
zUht9K(YAnNEbl`_#Mx_|KY(yytuq)!Ve944^!XA!qV{Q@qZ(B6oF~wYV)LpV`Qnc<
zDMrEWhn_{ISFRdGyLASWs&0DNDYX}mog^HjpH)pxf4tba`srTi3KtWL==pIFJuCQb
zI1oPu*!W?u<Z3E?^ZPnPcL);l4Hw4ma2hl1IrUDnGn|cKZf^USzA?|OWfsX9h{p0Q
zMB^Z;cQnxS%lo+oCl$(m&UghGwHEfaPcyv}LfW+AS~L%SM)6my=`z8-8VA2Nk^;{G
z<AQz``EC=kgluxRM+7h&-envrbjRq6y!n3LRunTo<(fv2%68Nua$-uKc&eIIknPEd
z?M8N8Q?qP29VG1_o5dBGM7`iGNHTPHmeqO{c=07$H)|UBf@)Qn7?D<4Ob-q}YffSz
zE?p1Y?b`cpO!o(7^>voRZheS(5L!&IjEnKJAGB?OmvHq|lN{A=4VQ{lDd+gGuKi*1
zowiWkjLB1mQ`1#uepy>OLIsOs@EI|#_*nOQ{uvz^H<NE}Hiz0wo`#Ed%fT7ECCyEm
zD+xap5Lkk%lBXT7=&|Jk=8!ZsyQBteo-1$|ho<I3zg^Cw^<?8<6ec_{e@pHGKK_0!
za6VcaPZ>=Cgb7lulcjgd6^xfk5GEf))<kHvk-dr~jP?(DFy-bCPOd^qnYirc0iE+h
znEsG|3O$aG-B^xkzL+CRjC@(_n8kv4#~ug*J=|A5vxTQy=B2KAO<%qn%Gs)BHF^yC
znY3PpgKi#MUOMu#V252>!D0Pp%ecFKS~L`Kgmn5wk?)o4sO;ALKBspoy`$)kOoYY2
z#fh)YSOv?F*Wyr2Dii(7%q2O8qvx3(3gGkMwx2>oh+-U?)~}BezklAu$@Er^e4te%
zSP!Q{HJMI`CAJ!IEPb!rT0cSkSbZeKmRltRWC{HU4AjcY*vDC^_3%*FY~b^5OV^LA
z9qHgDP7A1e-SbXWMcKmbktKPaT~;kJeF)$#^UWBZ#&#?<G;ePo`;Mlw?PIIS@xj*R
z$gJZeUtRc;x%EpEmZIQ&@3p?H=L7q|x8>`*U$!zu(isqvEMc8B`rlN(CTxT0<yy47
znqE^ppW>*5ar?F)D&VQ}Bg$ofR3-OoUb<7bT8A4_SZf^_dWL0=@d^nNR&wMa&XLFs
z>b+MkQbzw&)<pR+O|DXK+pYYV`*hpGKPY{w#vLq=<*P}qG^{7bR8D{U&0FiiwVB$j
zBh@H_EOtm&vxM$~R3fvvZH=lq_|u=~`I8?yPUJOiS)PGbOsiz<D&mHbAPM)rri-92
z{+=bJL#HaK8ee`=2Y(*<<-=)+2}x2L4Rn}W9iG_^FY{Pl#XmIUbW;iD0G$*EwMyH*
z1Y0rq`Z*h!Z?MIa+`jgWVLQ#MYz7L*Esga@L|;lgrxWHzQ#Y4T7~BH8TeL>kMuItK
znwUz#;oJD&CztsEixnNFQQa{bXainz`K^jeatyP)+Ux}gt4;eQrhiBaa#$PK@W#R?
zl}!^K69jJLtXCU7JwCDH$$Kf7MsS))ntpZ!#_yBUKmniL=||=E9y6LKYf<L(>9IWv
zE--w943$%Ou>M8VEOot|t1^%CY{JgC`69qT8_*r=IGlK;()cS{b^ss_bxOtZNm68R
z3uzMcSvru*`*^vp|HuSxE8)>BeMyZg@b|k|JT@OWx<pk4q>;7=kQ82sbj%NoMgb~&
zS!eOj__>&8E(v>kgh0$CaTBfycbj)?IbP5qO81`K{Ql&>8T8^42WKF@vm8a}{*JVA
z`eFVZLyATSjv)bOU7tBNWg+sSr|Qp!zQd&?g#uh$+<iE=S{cgVao(bSOJ4+<j_G&m
z9lK(S?_VPADUlzqKfvm;sI3Um6m91cu2wXH=#s=zSAe|am>Iweov%^;Ke!XMqmy*G
z@W*%~6$B&9Y~(jTk{wFR;j`XRq3(2}|5UFSe=;TSe@!<DmDxBRY2CkDB|~FS2}AJE
zz@CpKi8=;RsWrMhj=^$M4-HW(8*!w0MxM`PHM9(9_Z$E%ty<ybG9#3sb&n7BtD>yr
zH5T=!3!Ole$5vyl__?`t&0Mqrzy#=g8_G&hmBoh8sP%E~M%{(@?Kdk`f!3P9tQqkI
z-o;{jT}w;5x1tI|Jr@@@^^~NFCsA)Tnk`i;O)jMhXQUM#B2~CGYHt((2N4#pH@=hF
zt&go-yfYyO!R6TpD13>*t_8uZF6#3)MX^@h3F*ELJRTNT`Z*hpGP(fgvZ4p${3V7e
zU0A^M)Tv;<#MiR*4fN8Zcs}`s^4Uw<!Uy9YsMGxvrf^|3kCCMwtow7n2R%P=7OGN^
zRM5JEKn7*pe8@lBPii0eVQ3Lvx5$GYmzqw*r-^q>y0Uyxfln_^Wgzl;3NG%S8(2uC
zlf;ADZnW?zD|;cRef<>Ma05$B3IX}S9LJV}Nuk0U^7&(GCVR|^$c+9ZEII)eh1|Mn
zp{WVN!zppQr$>-qMF${bhs8U0HMWbhmM`?8r?$-RdsL6gH{hlQ#o=rND3!v}%mDeT
zH_^$$a=*c@#q&tr#IU(&E{s~|9cs-;6$KfvGGoN;tg_TTyIY+ETmZlL;y{NMvu{ZG
zyC^E|dF-$aU0nd!VKut<#m7X@xf<WIg@<K@LGMH{NesxNHo1$tHE^GT%<h%0f{Hr2
zb;zu&Dj@**fC8+8z|S>nW&xS|kxwY`BP4)q2uOZ_DXm^nmR$6tb%xpf_*Kw8jOn~w
zm9d`$DvMfMo*d8BC&o&3-(ulUbSa=*PQ2FdAbejwx74^3h163m1d(ZCuiyD_-kK%8
zvu40BE@?wc%EE`9+J!VJ>%}z`OU^S3N>r0QjZ%ymj=ePf7_RTte_Ym4w0SEHD9<iT
z7he^haoVdsi_8;mW62}ERK`OgZ~-V4Y0y#PB?Yau#-F`Rn~Nws?|Rgc8B9<II<!Ju
z3Tp>>j1#Jb!4V9IUj|U26WCzy#OXewgmd9>&t)G)8p>7&3A1tdQn~}uFo_J+v)Qn$
zkJ5|f=7~q*O`yH!ECEB#z+&8Lj0;Q2cX7`j@m~fE!YQwT4x`H1B;D5SBLlJ3!g9A*
zxe;TLVQvPr?7rOF>93_AL%Ni(!2#cT;Rsr3q?dt0n1pK70dBEVOL%s#l{}B99+OWn
z-X^p>>V*_%zlq^h#VZH-@$M&Ho|5uOtUbI;rl3BI!X^oiU&q~s^$=SK3op<`wNUh#
z4cq&CM?RB!$IQS>9c6iD4J}JHMZrQ26Q4o+I~~Jp7lktLyD-~<FQo?XDQMD_D;Yx(
z+GGo~NF1JunBj``6#Wr}p@}N0roU)-GV4;vT@tzW`J+S^;@TVcgM^Tmhb8D(u(HOn
z6fKzMkDIR0P2I%K&|TT?fPjY+4H8;;`Hf??%;QKMc(wrHBlzzUT7W#5lbfgD0diN7
zgME}(4?grKQhGQJI|`-D=hhndxb5++{gBhgTKHfm&E2c;@|VU_4(OoxvmoR1a|JZt
z-9_&@UEgK~Wp_85KU*l@9dad1M~LCuJG+QOuY4r6;F6$HknV00lc<qjZLMw5D~|P9
z^IrL}{-i~(ynh*xMYC*819ib8tsoupQ;=<x3=Ev3q4~KxTg+D)iI~*{3a5VT;zO0D
zhVTZ#k*p;{Jgp}q)%!p^K_dD1Sc3gsEV<?YfHN2l2tYYpCvo|_0Rn6%@i+u*BNc>q
z<7Yoc5-=jv{|ph-M?6xtS=26^8uOlG<3WU8uT_~EoY*x}yN*H+*LooX@v>H9Gw_KR
zOkXIK6+Q#J=qGd-Sb9wg;l0;`mvi?2?+jp3KBA%NOXR;ilhNM)Xh^YW^?+F-9*w}k
z-bc^eKyeM{uXRDiOq%8UaMvRXs9-=<+KKd$mFK&{6Flrc9z^b@x}!Q@$k0w4!JR+M
z@{sfJsw5#0aZp-|EHEP;`k~&BeHKKrU}BgI|CE(;g@pv|{TJLv7)Z;JzmEoq{LH$X
z6OxSq>jE;U&#vIG;^gbFmz{NcA(F$^1%X&0SLq1*ZCi&EF4Rn79Zm{@Z-1Mq2<UPE
zA@hI^)5q+u=HKC2*%q(XUwDb9hs&K-%wYg*z$ZO0WKQMt^~pygIPc*j<q?g~8*_+Y
z$Zw}qXO=;7XovCr^Anj<?086@5t6l3AN@98`U?9@hj7|-{i&9~NJoGs0$>zw3o#<t
zEBm7h!B_7}Q*&L9c?Txw(h+eGi>;<LVx-9=<jQACgL0ue4PPPd(v`~gmzMIeA6i)k
zNU*u+G?T9DUrUsGJq3k#m!HO=V0qA4W{EsCbremK@Bip#s5|ufeIvsdnD-c+mP1E-
zu|A43cq*o>rY&_Gdwo%aXJSF0VE%^FmN+B}S0Rc%@cQCb!DHs1;7QEjC*jW_d5~*}
zOj-XOd@FsEKz}xv)k~bfb-N3l5`Y;}8C#Bb-ymw8sfF*`SjEFa7OEYJC<HfMLVf1`
zZILiQ{9~xkB?k<1*Dc-kj`ZRAX(|aM7WrfxLSV*)()+yx$u*FsP4pGnj84fg*4+}F
z@;k8eswBfSESvUaig0X9@S1%(le+}!NHDv62U9<^2Is{7sZDr`fJ?NiL%?RQPBwV(
zo5Z4{v`vY89>fouLe99P#nby9aYOiu3+XFKK1JHG?;_CN25nW3JJZAsXtcQ2i;+%<
zjxVP8J~&m@Kwm8Vn$-E^+F7jU3a+$>rvA4}n&<lcRh=&y12BeaYh8_eV<)ZbQ8!qF
z8Gs|!hlQWPUQwmbY;BOL3V1(sQG~%-bMt=Jv?2EMs()m+y?7c<%`{(EdwMH#kM6e1
zM9`e;1LEz%`|=v=V(*?_Y$D<sZ!efdx{IBogmrka8Tm;}oP_s#opT4Jhhj%h!x>cX
z3y~2S1rI3dA?DLPNAsczCxBENVGQc>$}W);8=ZGCwdfj!HD98t%}5ooVULguREWQu
zsa?Y(Y=DqsoLc?Yluhg()NDnPOHp~WV<ZA#(^O37{II@hUhrs(o3mDP-?QC0^hF6$
z?9-%A{ECr*U*i+W2YZ-I@M=y5tu>jfjwbO%MR4fb$yakcOYcPs0z9>pgU6d{O%(|S
zq-A?`rRVKTL)?|fe*lf1=f{KgwAR}HFf{kX{6U<EAMAbNXDvp~jaN>D^9@e(7q$@`
zDaAlp*U{@4x#z7p02wKp^=y;60U&Ql#hl@KH}a|8y?5ei*#LcxnOZS$4Hjx0GcAlV
z1+<9c6n0(Oj#l$TrBJA`X_9<Ld4=K_;PQ?BjxaU1|M=2V&lk0v@e5x3Y~oPVrxb&R
zp-~(u?Zseb+V|;f4+@H~8ur0B4dm|&UVz{0DJ_AzXT;IVeFtcSd#+M2sCY{@pXu{`
z%B|`CF~tMHn<cyh*NaCDb{H5PY2}Mrqg+?BAb}W&bOr1pf!EH(Rt@!tx~Ur#U83<}
z*OJaIjEOqwpunCA<HBrUF9VDx<u`zV{~G|JJc@0cxN8{f_W(REgo1jGzN|WXFed24
zg95L4%a`DSy$|-~eWb%F#`Rnv*^o2qqYpagyc+OkgVy%J?@Tx)i-;X08`v-QS20u$
zj(2yXsK3G~ema?Ht;D$%K_FqU*%q!f${)vb#6z*ODWjVAOehrNigsvh0?(h73eJHZ
zF9w>Vq6L8;#=^e^QToZwNtjIra@!r!Q#~0T4CR9TGwA%mF9*UOhxNJv5+7y~Id#~(
z*TGC7pyHQU6#4@YQU0V0EUB@xKsrjbNiYc2W@|J~glVH1C2+}5CU1f~|BBRwtwGP^
z1L450DcpC4zv3E-MWcq%%)=@)!*I7`O?P^I{pIo(8gM6q*1q&6_~QShIGe=l0^7&c
z?OG*o>`5hsnmIKFJQ`n!DX*3q%mv$a5@jt{c!tM?9lOZ@n=e!2W~47uQ@CTfCYO|j
zjhZpyRM48(>93C>GslK(+xL=o@%Wt21!(O@B~W<Da%DESlxWfY;bkz#_M(~NM$rKl
z14}Aoj*eu=xnD@f*+x<0Vfptydbpfzw=C&X!PBcRQ+o*$xD$EI_rzHD9XB6}k3%M6
z?J5vR&xvL}yNZC1L#jpL4xHnmj3Os!sK`HxZ+tb`R3(sJ6eTebh$v8T8ff$Nio#n3
z%8qtL@KFZ!dVln>wI+E~1yGWm<B4{Wo})pICw@bvK@N)I8aN(XM?PhdT3`qb>*@;t
zGNR+0oJwqTsxkl_Je@)_LH@|s?%D*%SE7nPQ>-yQ&6rSSw4xWpxMcB87O1jbFyX}q
z<8RA~(^g=?P<<wiy6kDow$Q$8RpAQQ_z{2GQg|@TpPWZ#;6tyUaOq`j5Lg6sXl;21
zgQTYQ)YZ*xM-(Ex<61rjsRlr6vj1I=a_(3zy(67r84%qsq24yxboxHHg(=u9;tEg0
zUt(#|WVLfL+XCuRfn3Rc3+)yi&DrvTDG7?I3YBKw-SK-RlO5~1w}zJ{>;{Cd8SqJ4
zYF(KwMU83117Y@S=lcj?^)!AvRL6sCBv(Mk5$wBD&>Eg^YgvB(!pjf%#<SgAs>Wx&
zrL_c*fo5D3_ZS~%f!N0egGw}DIvVN-IrZn-E*0xcFEyZSLxwZS;A4le;0h-z=894t
zB1b*?z_R(kLPy&yd1At?H)qS&au;aGNZ2?_e#4SkT`mXX%_Mb7fo@*~lBjslJ+i*_
zEqbiZD!|f&k!8l5TB&+Iin5<~h1%7@yo*}CvL;IxHh3)=6j8rQ*x0q`+uLhQ|EsoQ
zYtu~~+{L4S!!+k-eApmIc3vj#FC~~P7DyGTz6;Ka16{XY-s-u<b!RKS2-e(}AXls*
zXUcvEalV3$I~4eGJaK4sx3#|g{6W}K4J(pAN5e+^CJI!w)017F)_Q&xa`H$`i(*T#
z`fyAw|9jmf5PT8=w;&v55jOhGe(wGI+X)ZJv1NAmSubv{-$^Ln;SYGZ!=M2`ILy-J
zo!AhBnNuOJ7s;obTod_6x<R;GTfIBS-33>}@M6p!Dd;XbQcQZFLtOE6qvx3KW=HyC
z&%xKl>{|lfi`jX>j|m-WmddX$ak*Rm{!*_m?zc1XjVj(Jug8hRiNm;;gWjSR@!gDn
zw2DYCARtlyPybNho`iqU({%l(Emv>bsNS|*v9fb;as7MC73+W6a>e#P+H%GIUt6v?
z*;)TT-*T05=$H_Y7D!pZJ($7`$16etgC&Lz#g__D&HFBrX^eo|OK46g9V$m13$LYa
zi4@F6Syc;USVvVj@orWmqp3U@6|8wYZuTNh6**zP{kogH>lt%4`5_%hK>`UUz4jX3
zNv8-f0lb#Tn6Nk}cCrJ#CSv0|Dn7MaC<0Ug^zTX=&sG^|UrwtDIQypE&@<6Bu``>S
zi;K_Jp{3M;v`2;X@v_(Hz)GNOUh~32GL}rbV=has+kE81FNdb04H+NV%%Y;DIVDYH
z>5C=DEh#Zsq;1&`hX?gH$cg|tz_GP;8DqQy>ELBVDXy}{s^%B#Q=LC;?F9u54Gm+l
z5I;cYYO8;0+TE?q+%5BTUR%in$T;h+w|DBxzqT>k;?D8#aBv*S_(&R<o7>qL^w4`A
zHZN!=5W4Q<sGpN5Yg<^^=r2AVtPQ-^uD4!gJ&^H{GU&gt)?OjNTN<BTo=|3*7P{n9
z77#zcr?a+vd?#5S)?R0J+Fn&v^_&jW1cp{Tc)EK(&y1F(aNT@s;O538u1jyPst^$W
zU8dUxmGZ6id8G>lnV67Rc;}4^kEgw86y)$W_J?1;+Br*74!qsM7&=OEP@-?XzUMlg
zb6opIoOah!6cQq%2;cx<U=#@P+CL3+eUswusBbsEXT8|6Hn}%#E3e8cu{A&Bhlxn%
zdETG8GTR*;b3r#i<MBSJ*)OWWpcWRWHCwcMO`f@M42}C;W~o14d)U@PO;s@J{jz;@
z)CaC%O(4_gsMmep@YT;)soT?)CyU#Id}ZtNA2dV4M*4Nd&H3#`*2|W*?Vfvg`$Y))
zy6p~MZERM+O7C1+nx<bJ_7W1jKexTH!qZ&U({jbTmx-2jANy5y`f{^1|Ffb!t;N~X
za6OP365BT*;Ba=QLZ|htV3l~K#j~<ulUKsxke;y3Z}FD!-sIrNkmGCXeTDXq20^$=
zScaA6ua^%`4c<S6uGi=G?DWkXJ$27xqp2067XoFaR>$||?)HUWuYcF2{P=dtxO_{|
zNml7}da`l*dbfDgG-!N!>ekj#bC)nv6Uy=J2I+Lk+v;NJX!@|>gkjnHZ2V0EzsC>X
zuyJ;nM^bsc3~r^pHHLnKUZI?Nyyggx>ZEFGw%)F-=k&iRiAd1H?(`=7w7vaozaQpX
zWa|?`Xlwf+C~F|^{(VCtyqMP+nEu(_L{A<+_p4Wv($;td*E32ef$-(2zW2Aw(dX`{
z*Q>WIJ)2-PdwCzHyz)HS(sd`V)Z;;74f6c#Mpr^Ry22iVEtLK>h?(FMYEaPNA_<aU
zQ^>Cbssj1j`q%+<G4^Z$l$m66`;6&mO3`7lv<#3~T?)46VLqWIsd9#Jg|N<UKg@ut
z6q_dSA3ze7f3yY2Gs*C%RWt!~-_uq${vq{`0{=0Kf8MKqz83#{ZvSaS{%IQj>0A8M
zWBRAd`A<js|28}b#=PH)WKZ0&UD9*A+dD`3YXl_h*66gmv&yW0ceN?jv2f*}@j*=Y
z>vVBqs5W?*SfABY<L$Eh7(j-zi;aCMNJDV`Hrm-+_j7Ns^|<|-HPE$8-jON2dN%sp
zPc=58*XDINI{6HP@;25JXzXw@vp0O19R9fp;~aU_afeytbcGZi5uWjKsb8Vf(&Tcx
zGU=%ZU;uo$Jz?^CjqDgnPZ79zDW84hPsw=9RMX$zBV1}f9iUdx*GYfe9r0fN)OsxA
zBVlkpQ<gHj+wnYfRfN(n8T81Pa+u+YQ&dz@duz4yaAK>No_2q**kn12gKhIRcGlEv
z^s;{W-G|`)@Vwr(2;<IAcU>pkQ9e7xU03FQJko$dC@lDOy<|wEd~{^Q9gLBb(&DzA
zGCx*8E&MW)&Ion5n4y+ioUdx5`}jLw_mohGmG|q*C9|0sv)%<*C3g1CH$%*y^T$#J
zn!Rs#G+H#c<1I?kz5X;5=l|~y=pA(Br;DkDaf*t|EemTa7AwE>r$co-?)4HY$jixr
zr(n>Ml6bBMLpG(5+xeUC>#hm=xNFntE+&hM4;D6J)iq8#cL;4ezMc8?NcHzex`GjK
ziG|&^{KSk;!@v_8wj&4m@eSAU1=8o2*WmnOdDhmeodXFI4L3*2++1AstA9_sbl9F&
ztS&Tt{qyVP<Yqfa`Z_YBCczup^qzHcZmGTgcDgH?yWVQC-FPY%BC<2$c(J~fm#s0Y
zq9rF!=hI8VX>5@6x%MZu|M%IN-`Bz&A*D}b#%f>Xbv=#q>e?LTZy(arS5{Vp-t3}J
z!&7nW;iN9@xGdgOEZsGj;kDX!UD~=ROXtfM-Q}5;br~O-%(k+!x;$kYnl^(06{!Q+
z>+o#{mA+Vrc#w)pQx$6N&Ar(`<g0mZu}jp{)J(i=o|_^-6Oh*(X)5C7rKW#le6Nm0
zTwh#_@Bv;?08R;x0YRyaY~YXW=jXkC45<W0+VTZ(VV$9neU}>rwzn@<1BwZyPj#=+
z5XqgFMy+Sm9C$+?)}V=>a{kxMn&?^w1m`AX?|+(|e4BB6o1Nrj;bQ&w<Rs63nw;eQ
zdva3pi<Oh90}1p0Q*5TPBuiUNZp^?Au!EwNva`(Wx%Dr0MmTiF>?m2CW@Tm|T(l^q
z_@{{{@1n6P!5a1yq<Ib+<<B$5#2G{GD~?BF2YC;r_$A-fCh*iAC7&Plo{L}9)pb*g
zdZ=;KpTCl_dnB3x$=QXL%+k~Xg;P4z&2|qaWVI4u(yG(y%j<qmHy@^|lsNWk<yQz5
z&K~%l%d@=b3aEeh;c~A_T*7T}UFy~<Ya!oTB7eSOIs40o%&X35k-^)`EGuEOHa~e)
zm!@K;M(`az<>u3>eqnNzEpCnE$SI?0!A`*?2OWl(@VOJ~knk<`w3`!^A1ot%^)SPh
zR{{e@>7U{C9L>B?wX$iUnL!z$gJ09dUvkRTtZPg9LV^^>baT9(c4dhf!nvr5r{@Re
zk&D8+9x`((_)~QWkynz0C4;8>_57G0>&oj;AZ7HpSDfEx>y>D?s1V?}-=6FZ$aCXE
z?m9y>XNDsTc5F}2iUdhQZ#u;)H98LuFb4@kT-P9&I+c2wCCgTNx+Z?_F@)KMB%4Qj
zzihIv2>*^4_s@gzQ~G(BN8;8g1xJZMOtMqC^1*Ofr_Fw6MW#|i8@qP~nYDH*hI8<~
zR$V<wk|f5yvsLec#Py<OC40hF_B*y^br}%#?%<fYyjL{Shmsvq;m;n93u=z-pOo3z
z!UDc}olV5ljq$}K7Q7~`dU#fCL52JXB|BI18a9cRm~zyTv&*M##M=YLFGI<v|5Bo4
zTSRnHsC>oRtDEY&ygMWbeP4;Fti?q+z7b5$8lUTuBn%E<$v()ULqlY0gU6_67FAV-
zta7<~p|&}$mOZ>RCTnDX$1hXPw59nS2Lru~wm96?2H`<cnwEE8<|B_zD{p<voC+7y
zJCn4}Qc^YKM~8+TD;J;b>pu2V1qgM7h<<D;pSG5pAiVnd+N9t^Xyh(qhbg*D_Y<~5
zzw-kHTmHsI&Ptj8bpD0%yO<QbC^sw$&^PR9YX)0(k<jv1>_y{Dw&jHzq=~)<#_FmU
z!ktb%Ttz%g9~oaEtSiQ<a~Br9VaaKGG7aWw4LFxQr^V%kJ-C?AL2U}-YHXEvGZ^Lw
z(P>n4W=}{^BGvnbgJ+_VkOSJy{zDiM5n9UnMor-xa}A2TYem-dRm=;MdG|AoNQ#{>
zo~w53wiP8G$|FZLtvmRvBXW`VLn9YsR5@Hb-<fTw`KaMmGF2w$<#z9imfKlfI5FW1
zX24BX%XacYr42J)Y0$}!F3eBBP}C;#Y*dgkmZZ3rZf)>zgv2mFE+7t#;C-=Fw?PZP
zW%yOfiU)K`l89w$HFh!fd7#HTaM_xXOWq5r)LbQJCd^oEr?YlojGr^=pAu{NZ0B7I
zQ57pb^b$S!QxOO1U3vbI#Rn~A4W;^JGQ8Jd1a$f3*wo=VOzNxp1b?g_SqVoi5H-k1
zW6u-wUDaO9>#UqY-H6a>0f@Ihc(h_O1tjOxUP_!5UXDa&_Z);;j=F|xX1|s@kQFUD
zQ8a}bS}mCR>8BfMD6;U=FGErkh9WCnrOQ$X{S=ik|3VBR&>j%G(DWKCR9({fJXvyw
zKel;@sdUa6!(9nJ>Ip;cGhbcp)Hz$)OZ|^J40}e^Dcs247{2yAJMj4KQzpiFyMB-X
zljeykbRU|(*FK+a$vhC{pIf|mdieqraoGIzqx$_R6^y!;p=ea~Ce7-3=WqtC#uYQ!
z5Y|2S2htTvptyd`Os57M@>JVw&OP)OJ{|46H0KP5Q7TN3iaQ%O<^^Y)44qThbXwDm
ztB9v?amI7%>NazbvWBf2{2aSx%{ctCEZeTKzLxjpI!XU}md;d~t_#a(;jjXxxNH_`
z)SUSnTWsKC@}aMVLkYVMic@N=^=?77bca3&aml+nTk<>Z-4FddD<SGG2$YX&uQ^v4
zw^IiRmKc2ANf-VU0enMr<pv77?s85Z_!Y$ucy>E(v8_3&)EG0-u$gEySRpxLfv$8f
z!Nv$O!Lbe|zrXMO9@klb5~AeISMADbbi7}CDkNx9hlW|bH0KfZe<3RvipKv0S&m~t
zT(<A>g)v;B-Q?0?5ZfbDN;wOud4H-2zU#oeq;ncT^xS)j47^zt9wa2VbrebPQg6Rr
z*eY+|+zDJwD{s0A{uor>IhInaL+_dq`q_d@j;<tKt(HHlC@=YQqnmcEw?i~$9Ip;W
z@b`~42;cKZEG?})%n;mIIi^EjZYs?i$`0Hjc77sVq`-U%MzTV8DBw{gH~0!tl<Kh`
zFeOsdg!i!XFpz<Zjx{>`Gi$d0O6WyVnU`*2tg973vp|@QXyHmdvk7ZE(TuM9fn80{
zz3u(Luu=k5Q^1ba`$C>-TE43H9&+pg-q8m1s<NHv<H|qcf@(s9^E?cMFbIS@S->4I
za?_#-h)(;(q-WaFj}1Djb?KIiy`XlKq9Ibxd*X--jm-bl7QZ#Hf2|bqu(SQUE$04j
zZLzAWohb>klA+mO{~b(ioJiRJZk3fy9c{ll7@InhuyV5eog`*!;{?tDPT_cK&y`7-
z<xNe#7>e4uz-zx{;o)E-;pFAiB@q((FKU0`zVRR+0H)($Ypi1GM4}D86_+GoRyB2T
zB4L)X29p>4*RR;Weq~5>|N8<Y$s4+uBO3|p8~4ia;CogQ*1rQv3JH-gOSm{msW^dS
zJN}hX%8{Lf?O#kwIdYJ&{)=5HFcRC}OQLT`l3;oM;!9N(T=3iaDOe;aR+4}9OQhIH
zxc*g$swy`L*S`@p6^$%Rjh+6YC1cIT16I*nz)LV&GS=XQQ&z5jl?8_Jf?<EL{3aJ0
z7x?MlFmCYEzqAd;V*x+?i!%6$4W5<jZy1=<|E|yf6j_t=e-c@fi;LsGmU&rO**L&V
zgR9lS&h{-dCW({7SFkCF*;?5;sMr}AoBl5)GmCz4a#S*P5VN(mv$c7%6CSVv|J8F7
z7gPN^rY1a?(|<(>eVuzffj|~9u{AP<Fo6JHkgtmnVi17;x}cx{P{4OUAQTi32KpWF
z9ULqi92_hxEIa}-B0M}2JS;3CDk2gx3JNL;93mPz8VWl29_6hNNGLE47z+r5L4k*b
z2dDlIuh&ipG+3YsAPEW*4FZ4$355pv+6zGp<`Ek5uj`H9w+j-?BJ?{LSU7kDaE3Zm
z2mqKi00;#Q4FrOro?tix5DglglvU&%#z#XKGJ8xm-{>q@a?z?TEaiza3U(uh?{M(g
zIJkKDlvLC-v~(PtT--dod}87fl2Xz#vMQ=->Kd9_pNvgRKbx6<v2b+y>io^c)y>a8
zATTI6Bs3;AE<PbK>1T3wPHtX)L19sGbxmzueM4hYb9YZ~->?3G!QYdArlx0R=jIpI
zH#WDncXs#o56&+xudZ)y@9rPo<bs5N`dcjU|Nkf#SP75-a7}<K0xTCK;M<$vXh3LE
z)_3S4A7KpbG050_VKGIcv#Pq_$k~<8u#6lg;ISz<)+x{5MEgs!|2@IJ{~t;AUxNKx
zt_280C`fSSL7_niL)=yLI8Q8o;qwGX+CM+9!Wejk(9)hPaJE-Xi=0xNXTJFw{xY@+
zK0QG*XGtODxQtry`pYXs-)x1fPVi;1`|va7jBs^XX=`|J!Ws3$*z#olk>h55k+)vZ
zw)ZjbIf7)zRPI@1kigFh;um4+`Bw;{SBN8(qK~+SUj$^%UW!9<7Vgb6TD?0ipRTug
ziLNPsyQbB$>FLM_uDn7pRa?ziCLNI`f8dzcW%1ZjE6$Fr6@q#~O*b!lvfRW)+wxvr
z{G@nG{t98E_(Ik~jzA>w>DG+-eDlUX{1u{B0Of4v7~_M~1@m>G@b>0&@GHa|IBRv<
z|3%W3$3wZk?<tkj>Xb^GnNvtbR74owI@F*vN}+70EQ3f4F}Al;r=(&UYlu;{$daXG
zor<y>TXv=}#y-q2i<x=-9^c<z=`-6q&vW0`eO=dmKl9%8T#wt@NPjk786l<*dm-9f
zh_r&Ds6<^8(tRQft~plIe=)Y2J+Y81!xN$Q%c{~Jf@K#J6D_N}6{9>NIz_RJ$L||S
zH~u5h3JkljCY~#(jfabK?1HI~criccBPntVR_C(J^|H3bAvLa9NVGfVtCG*<yw+yy
zIDK=%c5qWeMagKDccVYyP19kr)Php0r~&HDo!+NFEfda;a;DGhSFre2P<*2_uvMve
zSX<0koL@n4T0ez9Ke&P#QL(suRZhqdB^}vzRogf9A-;tDoKF>QdvHi(6oblML0v)u
zQPD_ZNCULch>GY8YCwiixI*Y>diV;;PBAyaur)%i9$t!B1MbA*lL9v|+paf@npRLs
z&^;=z<3ZV1N!G0P3Q8AVf9~I}4&Yv%V^ntA`rc5ydehsKCs{=S*H=(&JVm&21(g|d
zt!rC{{4o<My@E`TXk?kKDfF4QQJ)(%diz!?x-yZJL>FSq)BY+>Ks!(oN!tci|37#&
zh$e4(v`Z16Y+%HwE(w4B&N$Hnu83Yi9c;MjYEhPW(JSf?e%;v}%B?g=B7Xbky{d<i
zD8}L>0W+%SihNZ}THUe8>&65+|3uw*!#F&q+w!mCQI3$xX??jbF7yI@2^L6DIBf=*
z5A#~nV%ADz8xdWdvpkt~G_grq-h&x!HfIIJ0>OPCRcb6S{~v__Cr;@Ks;N%Q?Zche
zE{R+x8EvRGt$!c4V^2FAkTlkZ<Uc6GFji1jVwi{|bQT^g7ObE`n384Hbx8<(YU>J$
z*YR!(p9J*^S5WM76l=*k)CM}VjtkbZ$+Z7f=DkqJ1S|6G6YspHl}@TWY8}%$iW4o&
zq_*OU47EfyuyBG3gMEmL*%PJf^$Z$@M`PApzM}~XUBZ<`i#wl%Ug9+!h%z}>q(&ML
z(`md2>eSSliYN~Tlh#Vr->`LuvY3l7Z=6L4bDc0-R`LuLF%AM|3bkWg6CQ@^>LePe
z+q~?{O!8p=6;$Zt8;zv-D5$@{0REMC=yoe~oePx|D29Y{S5WV>wG}(<KpN$ZML+@M
zv*-n$cI8L%Trd?z60f&@Y%!hm%(}6H@^RbonRVi5l}I8`;5g>JAa}|1ssFOfSlB&n
zxUiv2Y6bO8+bO9-2V#y?J=@ud6<_Ly+>htw2J2@IOm;sFKXka3Oo(T8Sy9#AHHK9N
zYl|)h2as!a%c1wSDf=%dvBltG;@qs{92@?tE?+{xIQDpOr~YdzIe%islpMZ_6;-Cv
z)y2OT6Sr4hx(1JeYE>e<S>)h*P=ihRVPak*i4net7o7J?b~L3x9jbTjpy>>!iNuaP
zA_F3@|Dz4`@IsF-9KbB7<G{UDJXezhBeQ}sgL?B5cY55j%IPZ;T@d>jd$JAo2cSiK
zn0UP_4*&}C>cR>N0O#Eo=kYFB157`4eN_`Xn$;(Ev)#?qH;OvS25^e+w{E{yh?cCN
z=4EK$U618j{~cx9<aNhwgAk%GH>yfk2FU!*dO8=}^iI_!5igwFFOE$=*ckBnS!G>G
zK+tdhNVU*D3`Hg$ycomE|6KEmD=ARHvaKbrus9OQTc7t{R3%zL`P&AEWn7f|<JEHA
z*LCx}aMHNlCH^1OX~n?M`VLZwqXhl}8Hn-QTI|8Sl02uQ3MUlM60MtctGUy<p}z1p
zTU~UO&hGX;p7Lw*5XnoLeh3CpdssDp1*M$8M*_PhK6v4WNo4-S<_#;TXbAz)IrlGS
zkfeZL@<n+?OG;Ky56stv^To8XvvLM3wj#)sv%7{lnyFia1^mkJ4fIo{^<7PgQ-8oc
z4WdR=fh6MqeeB#h?AOyJBJ2tZtj?v0ZI0x!Cuh7MfAe!+ryLf*N5@N+QH7rTj%SJc
zQiQ)^$TL^<+VSRkVM(nksN0`1AJlcd;nJ9CAQGQF-BS8NI4WWvy0&*O*R2R@P3lC-
z+BQ6<J`rD{(t`HKmu8>WC76fvTq{e3iXh@ADH-(F2tm9yy^ZV?eO|nCjl;|^o((an
zqQz^cox+LoJDYDb32K@`)CE)N8Z2R`I5r9OxYLOm`ch665vFe4Og*kdZiYo81u>hJ
z;|BpcyqsW4^<ZVUM7u#1soTCDPYaXSPJ$IjKaj?c;+Ooi*BW_-qnFjzj3Lt?D#}30
zrW1UOOt!-T)XG#fD?CM87+Y{O)dPSCcxQ1K?#SAZ6%-#~Ni?$8CJCuie1t1$MAiHZ
z{?7&;>hAik@d&JwIQZOoLw8(!R>J>Kg|ovNSwS%XvV5|E>vG`=qtx0$p3Xu1DQF3v
zZCmF?fCeLRCJ-x=e(K>%{Zc--5+whTlSPtQbf`d~4<nwBO8t7OQr%z@yS%ld>`lcO
z*8qPiw?0c_1@%QMWEqvokM{zvBC~~V=IdM|Cou^ekUwA_Mb4;Og6NQs1r6v1h?Svv
z_?AFl`Qnh_Tu5WbVb!svlD-^wG=V>5*2t3?o3aeGU9BT2NfT0x9ph83X$;*E`jQ`2
zspS&ixV^H43LXrl76Q8}%2PCXjv}!QKGLQMZ4$^CnjQP&>d^6MLL7BkWn#K{{-Avw
zMI0dLbNr>h<M&_Dt=-D_!Tt+N^_h;>xtQ3%xQutx`yyCRvF8*9r(^*nLqY(K;`7Ao
z!F5>|Vk6Oa^ztm>B`;?8NlV?=sv+Sb4V%MB@W{ozzmRo-i`mtVVY^h&@F;{bC|$Ty
z8}Hvf(~k75erbL5vlyL7-Roth@GeBN?zi3H(XaN>zDQdN<`C=ZBg78e7$fE63aZq!
zq%6YqciD}F0}LoZRD}ewVGTZ2An`davr0S&lJ67-B5C)I?VP)EPoYmV6#IOWukgwu
z?h9V(+~`(^+a}d`zDm)*Utbh7hCVd>9gfJm$;nQA(i4{mv8DM9dMRu9<k%(k{yOUq
zah$pf^Eue3B5Zxf=kW+j%qtFUN3e^aYQ%{1tEBA75JN(UW_IJ=FS#m2x3jT0VwO9(
zfKJp*!tj0c*YfV+YLOFoL6R*@*I#;UQBDaXG9@X{uvc!X=P7+~hwl+bg7x|R=!tkL
z){VJ>TJQ04dm2c?_tX%Ze=bax7rOt#jnNTC0$878jZRNF3J4c&K)!GAS(hNoZs1S9
z`M^{#Nri==1ly?`u8AoilB%$u8K9<iU)xDQI8F>2-**j}n2nQ3Scj1$n{6(NHdpx2
zzGQcOR5W=P5TcF>B~zA?dyoFw0i*VkUTlkKPRmQebpPFGhHE8ESy5UzhYs1SpgMKG
z|77mcmBX^HCu-BkPWx4&e*Bbyx}i}7ul9WX2^<A__@A%FFm?;#SHM;=PN<)O`~e)f
zbtSwVG24&K>4VbVKA~mgwj~IjOa$4u>}F#Neu^5iEml&Mky)mzlme2C6k{vXw(%qF
zUtZvrdm#ll5|+A@;&=O>985~6PLdgI0sY4R%?hespK;sVBj-S(8D_bZ?0oHswMnTk
z)Io&UxqOM{Q!6CH%W3zwrTE9ATcY4j-7RC@p~rAxW)jxCxeHk;iQTY*N;{(Uw;}Sb
zZD)%O0T&0Z4v@ch)|Cua9sh`HeL-mKi<fBnFG#p9u|L5|PtLd<x=-bEp8e~CuLfvW
z0^lmI$avfYaL${bw<8M>Giz=Nd^TLc0iaEbL3#9X@T-A+X~Ogi?v#i7&<W{bGLna-
z3n#0~ayJA?*!&|O_5}8O8H?%BEYrbO0tjM7k|)pP+((6$*=qjW^yYoVC7t%#0iZDP
z5y@^1%G~bV9ZCf$<Z9jStjgQAPq>akV&?KuQL3#F!~OymxRr9NI0*K6pi(gdifZ~6
zQPV5=bU@_0!6KltwkCI0p>V|08Hpz2!TgvtPnKi&1~<=1Gv5AiozQ%*Jygw>*zMNB
zX^(Dhy7rOtSKm0?2@PAOwt9VY(EnKrbJ)ca=MAc(OQ1}JXTCusPOdnQg$xO`;Vk<1
z)@Il_0%B&EJpgoZ3K3Je9naS|IE8aOBuoVZ;xhJwpuq7r`@eniJV1*Vj(;*d;KgmQ
z|L%r4c?Yw7`u;xFi>06lxYkE+5YPV$`D2=LY4O9N4*yi=7b0WOBR~sxqa(P^S*N!v
z>FZ0kPsr_aqQ-vrZ`qc0pMuxTqcbw662qRJ-h-Amn39icUqR9FylHnI<{599*9&kz
zVI(6mX=JOT;rxq9Nwz_~`spJpC=$;X8G~orEo2+_1Z(TehcpjB%uJy+o2v+)9Lsg1
zQ;9!K6pl0C_<edSs2;PJDOcAV>&!_GiOT8tQ05e*1<x$nuHh-qt)Q4$;>9<Sr`5=X
zkh5=lrS^OH8!jY7REkeAIUK2(-zXgxX-i+`82nl&{jq|2Vzpp$M^a4C41$=6q}Y#h
zq~}8hL7x`9YL0k~Ms{yb$XAA!;^IPY!lR2f$KP*n^hYaq2J1+Y<bP&H(2$C5hSkXk
zQZp!TKlUlYz5S1eGP0sM(EODpV!kFz0kHDA6LpddZ$-)qYJWz+68=7=t_1*$3&0l1
zh^4t!f&&gONCeyyLpM=y96TIGSp5!E1hP?F4;?mgI3=C$G`EKL>NkGaOSDvU)-@zU
zKGbY!{VDA-WGrbygL2sk;Bl;HqIFGz@({BQ$uIIy#c9<$bFs7`n#j-S6&nr-T|wO{
zBnOjM<z<TRnn^TzUUO1z;N!JEyTy5NSiFTS@iy0{@Pmn}?>pJCRnDG+k3O4)arNfM
zs}t3iTR4`N3r<d1ytNK9i*li`gy4NLW23`PTnlX;6<_ywIR)<O<n%Br=Es}yz;7gN
z&XvZUjT2EGTop}UjRCB*rW-+2KMkO0Q6_nS5HBjp);J##?uir`36E%<<>HWh8FBde
z=BK~8hhdG?Y5}Vg;`tzbLm#cbr2Qji|1oFnK2dr0mi+lvY9(3X?DD0MKvY2H@Jq25
zX4>%TB+=sD`Z2NRIPBcOQQF`ttOjcw#BB2j-;S7oi;eSLui=R6<vUDGY<lt}CrOPq
zD2gq<a9)qTbVUr({dOC=VHIM$q6H8ud1v$7eKM<R*V-{xk+=-3#|?3)-QWJ2^1v?W
zZa}d_9VSd<_85xHCj;(sP(&5`l)7#PG+T8DVh_eXy1%vpROB-N)RnA`>>TP0Igm;W
z{B{Ac#mxRpXy(G0$`ns3z50<mjygaBO8)DWM)%fEQ&IN{YPP+RpfIs{9pes~zT`V8
z`tjF1`vzvt7{vLrl!?8Qq%ma9Eatfa(vjjq1`Y?!yKOzWIwh!qZ!qTf7x)pa?OGRB
zP?f1t4drEC3XVeRVkf9O*`B{Awu_sxAvO~w3p?BB*T#icL%)P7clN%0-8QXTW3nMx
zs?v-9SHzLRA|3cofz<c5J|TA!&x84sQaaG40bPe-MXKUc>eN{3_tz;^9QSxCyUNMc
z>eDBHK(Q6Vm^CvSWtJiF+V?S=$(r}7TNZu(ZJD~6yPJ*_6{+-LKBKqHFOq-H8t9e!
zm*UGX%Z;<xcWJq1@)*AN59(lQziRKNPEXa5Udl`~5_mn~lRtWwzzbca8VK$XT8sy;
z5HF@S6ycv493$g8^RXv?+l9Z=^(do}5xY(Vl;zTEtb5_0+%B9~?D*KAAQacZOHptW
zF4sA`PquMbvRz!a>IZ4O%j6$H2(JJKoh$sugypq@s-Bv=bz9Rv(cz#0N%`$>$61-j
za8Y&I=pU*}@-CAIVCI}}oqV?y6s+=rnf+AXafCh7nHnJVRc>E?l5{i=gsGJj&;T;J
z88%e)N&MR2@M55QY2?2Trlp2mjq0}^Ls(+2Y2Tg(jHQijb;j=_EV6_k(R}l&8Q_C#
zrPuG{e?vmIqC%H0aw7l&Koa};GF)L0coX{&$HCNlcavt`$D+dw)lGZjd2r}|u0f8&
zp;J1FrX7D-o1_km2dCIwe-O==QIBV`-+r-5G9x3_!PI%(=1s_@`K;yIKolMR=*dtz
zEX0L68r-SH4`r^PPGt<Ax5N4TApedae8(64kQSj=P)o6lu&=rxd>z7>w+k013jDyI
z-m|+ycg@ouX?~t7pazpyP{$Pu@RVCuMlZ@*?2vSM2ZA4wUQ&<JPTa2v@WqSUvs(i*
z3l|8aD-5@_Hz3Hk!y%a^FMCg&!D-)Ij~l%>k0>lh>85i$dR!;Ucr?#Ks#R<<9#Y+E
zf|>gtAF&<B#ZQM4crU1xjI&ZJsGLaM822E;gX8Hz4#Sodsdnud;V&{j*5yKQ0}Z*s
zPTi<wqP<+tK>E6Ezqr~czRaZvy~eLJZ?MT?!@qp3H);h}fNi>Q{(+Y9^f+mih7%=r
zrfcyub)d*P{=$ucQo!j91~v=9@dDTbmz2Fu6h#=(KK~*~hbG%XGnR}%68<#}Rz*yo
zI{obWl2f4^-K2fRx4*8SIsm}*`&xgGKkblWJqo}Eyp7wz*m3+2$qOke{wFBxK_{XF
z2_)w7jv1&6RAo9qiV0MJqY)ST3`GuhT|wzd=)gpJDXa;mP6K7~@#?mFaI#__w=2gb
z?=5tg4aXnA@H$NUEKYgue>tIjmo{~HHE>_6I=4Dc@3ZP%b&%ASqIa`oa!FJ|X$YBF
z@zcVo`Ik79!Y<~FA(CBt0hjrmd-;if;#FKZ;9)_JKQ?c4#>9)J9{w>j22+t6G)C$s
zqT)udyZm<ZKRUR~zI8$1o7GKZuCMn{&xZj6tT6qcxuf+*4L@2OgEDwuq^{PXX$GL_
z!HGF9Agk-y%(ivmnvsPP`pJn6ekr>a9_K&o!272uH76maTa<RU(9yvzkFIu%J%qOW
zO(}<)baFZm#csyv32w7y6F<H2gBldF8g6EK9=m@=LQ+6_R`pV98~yR<MF9i3(I)-Y
zpo&GhcTT)>hIpx9Y^s!vJeLxB@sAYdDf~U~Rm9}7qWR(cQO3CCak*KUVfqGaw42sK
z9a7-zcfbc{&Ko##GFp$kF~A_?_Q>$^vh+nw5h%=b)1v*lGW!FVntK%6#89!wkigC#
zU45kNTr{DDAMGJB1VWL~45yS`o4X^+Wsk<R8RoH#K!V1W_~{)A2&$11uX6ZLgez3u
zH9$7KRd%o8D{;a4SzYnAF7zZG!h1mt<KX{Ix@x<j+mMUQ-nu*ijDKj-IR`iCE|OCS
z)xj?9vNrSRLTLtL^9m|Awc#6UG~^*}bA#LAMGl4_@>RGWQ5(?N#L)M6k!bK*5Tr32
zU_a7<r{0D`pLjRdEO=6*e}fxK$`Tr^i`{WdsP<^`(%!$gvWS5lwvjuHW=e$xz-=n4
zP$FYyJdDtrC=(aL+A#m%o<RyCu#qKC_pG4$O7C(^)@|d!oti?Gpf$H!Tj%;fl+VgT
zlWFb$Xljc&Rws6fCuEzz0{sN5r;Dng(fs3YD>Fo~a^p@8vFJCyWF9l-UpC1Pzt>et
z3~4e(Bq6&U;&XD?%Zz5>V9iNi>JoD-Ftc<7-Xb{FBT_LeeBx<{km~plySztE>ETV-
zfl6%s!dyBjGYofE6Iz$QGkJx6N?ly`XIM!1pERFM4zT!9X^7D3mzQ@Q{S{wHE2t~8
zr<<mD4cozt@~^iBBNGGnZHtR*CwT+711jeS`N*||%T7@XypZMbOHtYhv;Xs27`t-*
z@eVy0!nZ_hL(R@nn9F=IU`(M8Hg8QD1*si-q>C@J0cucAI9v}_2>m9*T7Q%+T5>r@
z)ZC~}Ie@7&MGY3y3K>kg6b&)Vzx<Dyy+ePxz3qK!W!kH4@(3_c!N$}4`u<Vq<2Ias
z5ZwR|%?P!7bk}M>UL||WjU9g(zXVbUi?D#{k{RO@{sDp1Mc^7DEq1qheK)U@B+=$@
z2-BpDTh*+G#{WuPyR)}QSzMCCJnh^hqqhGYpC&0zi}{`?H<9Au6CynFvVOdGk`MXc
z_@Gbx(h1k*kMgO!)_2>!j+1EK%5>#<63l6Rpx{4D5&EuC)aoIs$B#krXXOsI`B`x~
z&Y<@~WLAFc*>RTcbD4ERgXumdm}sw?IR{(s??!Lw%!Ob-U$U}z5wt*#{nU^PKaIx7
z^kONQb(Cr6OW#LskaGlKW>1FkMHj%QzD-xXvoS?G*P+2@0dSUuIjT?PRHFRLGZN2H
z<FsfNcRPZgyJq2Z3Am$Z?A>LU%DHkS=_<ArQ|+p|ci1ieX(7lifCVWrd+T`@-SVyu
z>tGN`o%y*#N=vMSv9pulg+32754J1%Mw%e-@}#Kz*cxxl<xlXSN8r(aFSD+vcxgB#
zLDR|Bd+)8F(m@t#hfqTwr~(w_#H>NLtf0Vmmu5p{H0QNON!vkOx4FL|K3}k;7a?qk
zv#Hb9-f{5`GH-zXtCy<eo)F<4cVcO>a@NM2tAIdDl%M<d-fv*p->3ur9^Xv1rr)pR
zO6vj}^errTI+?!FhZIbT)){xsnaJ-xoo*#zh>P(w>k@}z=#GKB8Ahx?5mKkMEbF-g
z`i3?A%DfmJpI9gQ3}Pc?wImmv@|eKdj5>9K=1k$Dv{5B25LS?p8{LLj1Gj27EVz6I
zNgHr5GI1=F+njMVA&2l4E>VOQG|5iB7Mbn|T$^+tE8q~5pFY*X4tVJ<Af0DzKST#}
zLgz9r)Dmq!gwvWC92|ezwd7G8s~=P3{{np0QvD)<A}-0;7lj=>udoztlW<ynlRXYY
zuTsfTyTlc$hN=jn`a`t8BYzcg5awt%+u|Z|hYj3hf-dy_Y!kCA^-I$1wu?zlC@TNw
zo|zAzU3;*Xm+vN%GBdK+=)xRN6C&nSsE!%GutCBvI99k=a@irYNk<`CV&|if{kn=u
zCwbAvgj4PQ2LFLn@xzE>)Bk4W2guZ=9GD+;SUA&>?|^)^z(GgxBkC{2Cr9>ta_!EK
zf-woA^1f}X=YzxNHi0a9Kh^eT{&B2%M@b&eo}^gv5iVZUr9#%lsh=t{q}~@dzfHK`
zLCa8$tXb5toNU9s<ZC&9XFhotK({XLSV0w~mG^mpWD=EvsymSt&I{a+m)e&Is8K>o
z8l9vXbs-WYD>FT|{*9xfPk-xX*J?P$D9?O{Z8}@@S-V@&HsT-!>Q-9gqZxz~0r#S$
zP$}q@V-i0KC!&wO{c<n#Sg}Zx=W_u>d2TIPx#vwE2`PHyv^&&Zzyc<V?@qe!yeVF@
z+Q^#?qT===9gMk+>q~3bQ`jhv&%U|W4J-gC@I3iNp`1_Gb^fk9x3%QY?}s2UxZXG_
zw>9f^XAHf}cQt{CVMkl4nv=wIA>mr`<9i~PMIb}l-^nRl6by|<nIU$>-j_ji;0%z?
zKiI*M5rU5=|6JoZ3vuYkO-QtJO^YChqurr)M2e*cSZ)e_sBO)*42+m78A929D2td=
zh<c!XT9GoRz|~T+`3HB(>zO`P|Mt%>e3>x&U0r^5YR13*71MtSp>8W@?EZJREdI<+
zX-^X$=}`-AKtnXXO4}22K0?!=XD4K2EeX+OZ-aM#1PgP~mkUj11Zr}4v;u+h)=PaC
zy{6~&@B%|D^!7aWNB9Z~m4!Y27%$%fngdvJZQ_sE3_H?&N*0|zUH{%S<rzP68~29{
zO(IK>_~*WP$~<iy>X?*dU!5dzV%zp;UwgqPjl(H;kz4ii#2h0s7vaE5Ft=6rLYO*{
zxKA_1fsR>dlUB|XlI31ekXdxmt_$}N$d?2#a0obtYs^x-WEh(JH7YxA;qC;8X+u>T
zRF`GVI&wX86;dWUn^%E7$lywpLB=|$q6EnKw0@s|sXlBC65_IglB|7jbf!;46B5qu
z#!{mNE2!zr#;&aFTgO+cY_(*yQ)Pa8)CW>_th*t9e6T>H|8GizVv+*B?A#+91Q(o>
zp|cP+Lh7E4%&H{%>(=ts74N^)t6zF#wJCHmKBw1RU78w9t>`PtfBVO7?4BgGk21U+
z&s=|Gf1d`@RaS+}pNgnoWC%9`GXnU9p%YRQO@PniN~4jRR_7WcF1`vii`joD(GalL
zY3WOCl6L|qjp1&8ptK@NKQRy<GwnlPBxK&%_kQyI;n*ybqEVN+DDVbWHVTJZ<rlL-
zNQtTdQbiSMX|Pol!<tjKZDTT8IO4|Z$2Mv(q31Uh1M`ay$W%Y`+Zv6fA-jMa7P^58
z=}4a}OQmjcgoi`ubLMg?v~O%>z8g~XdFb|Eb0KabU8FG)B8wqXw!4FYFj*E!=vLp+
z-nX9Eepo^to5w$$T}nPC+;IlOGK=*sK2s`zDQ9v_6lS(+n^v!&{tKFk7IR3ar#qVe
z>RCc?VMlII6X8Fr_c@r2CSMVk8nc8esQa-|wYDdwUvWc%YUGCZyMl5Qr5)IR`tF{`
zjeeM|YEGZJ#bhA?68Q~DJ=$G{H(Fplbn2;W7|nH0{1vagG!<$mzSxeY*UIe<NAk5-
zk!~kmqmpaTbSOBsJ~Gn>RHeLUd7EGHpE@{Q0lX8ia24aQ6N(xw$Xn^mu+z6|CYIj=
z&j>#Z)6amFv{8t<TC7Kw7VrJ(h0wF_?C>aMR4Fj*BjwbS&738n%JEhQCSZs8ZCsm$
zZRB4`4l_gOpNA{)LbrWhAjIury%#w{m?eS1_=(H~V5y0<9ltHn{+!Ys>K09E1DClf
zSaJzp(#HEBbowoUziNzs0C5<~xpFzIL|@(U$o@Yo?>AxMC5`=8jB6?5LZ>J^!`5=k
zMl74!9HBh}&=6W~tRFAipY^(f6a~ctZZokt?qEkcH@E@8OV*ZqxLVN4dMkE7BDeDo
zxbUCIvYmm6B22UWhD#D8Lmlt5&g*GLK1^7W{+e`VygbUEJZDZ&n2c~_efS)yEef~J
zdHvmbzO3@|T}5gWUIXT<IOAWbS_e@}B%luxc74XQ&<w#-#$XLeqyAItI??{hB4aAn
zuWO=rtPInu3}hi_@mZ?9vMu20aG65*>kUrgju0}C`&PIkJCsstS5THI4x-q<(3hSj
zjREm^_5dUNU|$C4&jam<3TBZ!xozw2eT!L>ojE`{Rd-hY@O%E~yUV|f!?|@diGyfY
z(b>=kp)I`o<liBjvt&h>+fiLCWu`45QI#TV^<aBk*B|qWSA_T9C8-QXzt}!<!6)g&
zlAU8isbo;3P@q4u<3iVb>!o>UuYfz_ZJYulko^Va{a(|^n#BNYMFQ+F9-u#-p(Lq|
z9x`St1xs#<>q_4FP|6Plr#Q?_@3Fto&Nm(!<)jNC|La7hzY@nGkk-e+7=_xMy|GA#
z2sq$`n@?*h1GWQdMd7bX6VT>&(3qhe(zWTnuxsyE0cWq)BzyHmtc+EB^YH&D?Woss
zbOklaa0=q-Z&2kKdug3J;HHdprS%iH6w(~U3+*$)2l?EaY@xOgP%K4m`j8kiXTF~P
z>E_=I8U;&RcDot#@x)y4^$Y+s`><5D(0Bil0|NrqETp&{;S}juD42YVuo^SLG{GPb
zE=_2gjz122G71Y2YRJaHAJoeGae;TqE=e8j;LTi@%FkI0>8zmk4&MxUct%VErOW^N
zm37->zLJsHcO-al)y}lIaQZT24GR)&O^_j%ySDAJ5(B#62tYU|qi0a`+$z4|gjm{W
zYTw=oDwiH;x$Vsx5o!Lpbp?K-O>h4>?Ey3<3Kou2#da2i$hSdCVUOfHbQFavsEDzs
zB9EVECy!U|-T$2_Ty<|!V#*?Pw&80HHu^uqtLf@IdI_FaYk*E^y<uS5zoqqvkXCE3
z2kBjqul&;(&@$wv<@FmyIB&vyTo84b#J0unxbK7h_tw0Y35{9#GrBhHASN8ySeG`T
zE!U<edAp7wYMjhgX%0`s6taG7-oM$7Si`3mjcl%y45_+&_ycn_pyr47pfJTKX}V#&
ztLKeF&A!3-m%(iNNcofyA`5;N=VKF)*t)DK8R)r#JFdZkUffN&OJ&Y*wR`M#?vhcT
zk74}tQxjZuS5Mk*QgMDrf+n<ZBx>pmUmV+Dmvl8h6cPu7H7w+3b3DlK^5^MDT-n+A
z3c6qkq>n9eaEfp^9Eo+I&UU)$CoKI4|80Z$aD#qdWMDd-W>%P)dOy)BERFU#veUFP
zcq(U4;HxmU!oz$WbA<K_{W)bzN2UIq!|(I4M~hh!R)f7{)3p!phb4G)ZuMun+(OuQ
zGgI#DZUYR%(}k))7ZZV`*u@(0&bhO^f>L<D`GGHE2_ZyRjqwpeLp6R>I9(qqock_1
zeVf|bQPa#o3jvXEC}!$9ePg2Uge<hr>Rhr>Fm}Q(QR^<(0xB%cKJvk~Y!f6dj@VIb
z6o+Q2b~aP^K)Hl|I%^Rml&=J3tfKD*cTK!DI~wGT(t$5PKXTeZtA~-j%dlB&!m$^R
zJjf&rVBreM(19P#%Qe4Bmj}oaIo!$T22Z;v9pCUnY@v$Yi+R1e6_jbE5L#GPTNloO
zzf9dK%T_8P^;j-6AbG<ThomQz|E=B}V0CqVDS2>GCPD1uQP6R(>>9Awh`+MPv8!-^
zuZ1>YH3*{GK4y=dZ6?$s)@i_Y1gt*9ywBKNGJBglQ|><x7up|IU$f~VSS5|_j0heX
z{BbCyblxQdBMA<IA}crk*qD-cbjUrJG4dXoxd;{$xzQ7EZ>0}trw<$X?w#i3D0s|5
znxg0Q-TQzsqG3XlI6F;QZ*r^J4<M4}8~e<K`KXmshv7pUC68Q!LhjG2_(gd5kfqV~
zEOBwF3=JY&>-!CBG)sm;LU&slXq?U>t)T32mF_nO?`6d+)0OUD&xtzuc=rei^Q_Wl
z{eM@n@pt($e1!s;T{kp?&fEmS8e%yfV(DPO<}(&sD|IT02cH$48kaO0Pl_?b<{Vwq
z6_l6%GiWGF!apn3GL|VE<2dFM50%@KIvSXD)uyPnC;fA-l>qzzxJ-6P8F*@K_7aE!
zyU*U5_MhM(w%)+o*MF6Rh8H%D;b(*jy_EKuZwbu#O29Eyr>?ZojoYr`tdS9$Rp+SV
zu#bMU*#}C8Ht=%&t4lInn&RVN1Nup9)#A02F18IkXGCUs(z<sl{5wMsb;kb8FCkc}
z6iU0J5s|G`mU~e-UP|cOrApYrr2d;f=g?e{4B7x0?h)I&tplt~KR9UAGn5q0B(J?8
zJSr;bqama=*XJ8I&yx9m*|9Y<oyY>Vl=DB4u)Y=g(eDwSx!PJ9`X}4k{0y`KuIqjS
z#PNF1J$tX~R5>;yT|hsiBu&4nkl*k~COL?JNY*$4o(CU0!&CAvPS~vlOM{+jnRT&K
zpmI%tblpe@aYjQ-naNf3B=QV@wF38d$Fw%5v#HOlm~L+H?!yOiBY7-0N$ZNPv4^bJ
z;9DjqAuuj>e>yM=)edB}B3kpcccXNb?rb2Y2ScM0OGtV;j^7Ecks)bpe1F=w?3U=P
zz>y#7G(nx;G~$b!#T$3f++?H=g>q&g_Or%oQvEUFTMMH#y2Fp&-TbO+Rs}JWZK&0@
z^oNLiKp$3R^!VS)GCHFvo`|hqPk8qlsi_8<D?_Ha+K8hIcbce>dlMJ+rGArtte|A3
z_r>=qRO6Rf)l~=dW$F3%sXI<Tzeq10`Vwx_aG-=9gB<E>C~&tVN(!9IbwlTLr{6w&
z)08Dv*msA-_peVffR8hp@;cA3p6C~0UJUPmWkO=rev`Hv;MK}hG~BHnxelXd&4E8k
zy>t3;qS9Q&z%ChSn(?p-Ssjt|9N_CFd`A}4^2A^hB0rhV+)D{#q@d<QGxGW;xkDyJ
z48n4mN>7bNIrha}CEzUE<4O!Ne$%DSG5g<|z0-x?<>v^NeXYuA1)sT-xak)Q(Efn1
z>kEq2Aw6_Sy#gF%I)A4%|D>pZqyNl$mm$dShXIUUZMt$lu%L#{8*2s@7N*XnSk`0s
zF_RO-ZXMwp%G@dq0Q77uhxhtNUi?8$$5swbR0X7p<L*Y0LBRB#?e{p2j}=o)RppLW
zjUo%O0s|&d;cqG%Gp7f5Ft_8=+5Jc$>+=qeWO41=U*3qaa0g>9n2Z#?yDp=>aL8k|
zr$4P_zOz}RiF>AlrIlH8_iId%A7Z9g69LeoNXOkFC$r(Y7qQqH1OKjQ$uUqBX}A+R
z+gV{Es{S?Y)0(P`*3YGVlI5AFm~`}pZZu|dUmft&808X+%||h>dI}Ecq{hMXFLSB1
zJ`Nc5ntp#&M&=JkfRcCXpx>Y255eaYsS0(~)m~><SCC4w&6@uzkjh2``gwQh=onm9
zR4xC*hq7qUM8T*Cs9)szm&DORxB}Uzl9-;PcLgZjZ|}OI`DCO3A<bmrEu4Iig95kg
zkZ1ToC;_bA<hA>%^fuU8o@ny{>EK|R3Uo6rygCqCD8jmzdsN%HX@h6!AF+OzP&4JQ
zm0hyeF_|xf+1)u68kCl)4?hsV7kkfL##9s|H_fF7Fl*F#0WKr!hGQ2$ldOf!jdIkb
zF@N;2g)RF$u6jg=)QJ`gciq%VJAVeF$CxG#Ut~2XRK{|D-q8xue3wp;Wcnjaf;7?O
z{r16@!;;v-Y_o$YE|OX>J!*=I7HO?>I7MR2ZUk4P^18lk>v%Fj^jU$Sgp$b_s&uGW
z?e3;{XXu_K^3@e8eL{eDI<b`dpr-4M?{fk}IHjMOa{!JEg$qGNoSNYMdx=|OHaV_u
zs=Ie01-*j0j#&VOFb?c%N%(8BdC1+1cdR?4fv;&hZR+Athy3gU2z7<qZvLH;@#H-T
zsp8?zN4|?!6>DdHL!7``##pz@uT}2L8})sJNV+?oUGP@mrb`C5H&g>*k`m7B-qOB9
znJS_WNkEjGdu?{ni`ryj5YRbi?ivx1G%%;+?qe(4WR$8#VvyO|y`&U-aG{gQM=y0t
zCkXZj_uLFi;DA1hLav<+07c0yjL4MBhrOq^CCMv?(MCrYK&sdKt|zA-f5WY&kHh<b
zKhGwtRlSr1`2#MzqtFH1*-tv#{iZ?QxOH7ME>}?w@-x^qfb&dqn*@F5^~9sbEc0gu
zPdl$_=f$LZ#9ZlCO2$<>D4P0fwa=yvZ!=D@8VS*oeuj@CyB#|Aw=xSeE0x-BTNw%i
zGQmtncbvPt-GJDR>~SmA1~(}Ymwz7_Ykj<jdNu(174`&eJyu?Vi$Elfszwpf4-IPP
z8DFVkT7mMT4UV4U9zdxavdB;*1{sb6fkWL^ePB>*E=ahexSKAY2Y9~cfl2Xxl^e$T
zZ|2aDKzY8A+sx4n0_&ddW*eR3TSirGnSWlBva2Vpx+C2v&kfwWEB^HC-OY5hAAiVC
ze{=y+17zi%D+U(@of2>s+GeJrk5?ch$h+r=4D)x+1T#)IlU2j9b0P+EQ~zS@!(;=C
z9!>a3d{5#f|2F(79GF&_>OE#Lj-`$44mXI+vb{+Y2cHG|9;NShHU9H$^5)7gevxuK
zSc`#tQ#?ZphoL!l`M{-C(v9^oWs3%j^L5Yttb;YOzB(2S00_BZAAuztY*3Xc0rc^|
z6AW7#a80q)#g5OHzv-JC_e||mKo*Wj)wAd9S<M^-U<)h5Q<<1rKnUP5DgyX`f$6J6
zx^6tJ4BE1T`NfCMTtRp1ize1qG*f+6#kR7@cW#5da2#X;rxRW-S6g?Nl3}B!=rs;E
zK_a1bvC+nH_<cwULA;oALKPl>#GwyB*RV458axB0k1Wr3Vd>wEC)yD<==!D}eRZF~
z?L=<OygN#@4Bm}rfI07uN4rCg=Fs|b4FVrIvMQQdfHPQ#ZCPC75DZt~g)U^=k?rYv
zb9o&yOG&^EVyDH(w2`+21YK<xOL^rE86ytS4ptYR_5k|5CAhqa0sh?<4Em;Gw~CH}
zyRw)4xr$&gO;SI7gW#PF{IS#4(h|5P4y!Z@?H0Vh5pmqZ-gRiYsdju5qem#OIp3l&
zDJ^gt(YNA9*A>Hn2T#`rOw*>t<O|9B6+U!SZ<&rhcVIsQDYrU(GkkscY1*U2h>{&9
zJet_2=*i))j!c^D#Bw|@izlD%rAg&>I(w=6tu=TzA7v+S{C1_^;T-ZRoGXkSxm`8x
zK~53h(ij|WP<|PXk!a+(1}mFs1v3`TYq<?Oy;PPIzYY7bYcB^~xVaq11b)q`xzAJd
z*)=5F$W=@hgDI|kmR)C;Wq&(7x4_LWjcph6clGV#VHxjF>4}<VO&ttG$PF+bVEr?@
zHSkPeaMG)}g{(m`EFtFK9-OnjsFzI@Q5Rcvw>W2~#`XIp)?wL2raiCRcCt@9MA!ej
zeH9F2i2KrsTxgj-tOvXj)B2(_4!|d{1ZC~W+HcBHw2+R6rd-9RKoyWd1E8)O<4lWZ
zWyP_%KShSRVd|q)^_gXOwONu96LdC{R8{2l91P^O`D(Oj8gb)>HzI*s#zM|z1gn^t
zs_3wW7k=vON%?(i9%FV9g6fSZ)5<4wr6noH4Ze@#Y^!^xc`hN;nFXb0T7_^0^~*Qt
zA0EM+S_CAV3kc=>ph@~JZ=XGZ1v4#&W1>tB(<#$8t)GV-<TApsCmr9~g~YoERX)|}
zH$#PAD8ZaV9&f+i<3{b0Fc#XL7G5SibmGcN92UCkRl$V+r@{~|NS)BYpHiIDXcfzj
zDUH7YU8g=<;#n}!qBo@*mY@vmqbA+*r#S?Z)O6Uhb5w}nfzM!eB=g~$Md#O0Ihc~+
zW;Fn=JzW^(Y74L*1gFyNFEdzK%|E9ok{lzU3N_Isv`v&&1Ea-ezn|L#IUMR6H5D>n
z*8v9eM87A>1UOmvYwas24}G5&1+LhDtSq@7_31`4sPB%_pq&ODHtK{uOZ>>Q!#jYn
z^XVr%upOcOek@5)pGFR}l}U<K9h(2ep465gk>pvhQx5ZA|NpU(C0hURW-tz+=djHl
z{({~FeN+IsvE4#7{(o6SUr-;Bdn&%p9J(3c;{^H!nK7_CZuP=8k(_`PO?=c*NgN3|
zTG=2z1FRAcr?+Q5$8q|=$8MZRw3^-Tm;s3|Rq7CBz%6%w-agc9zjjroKD-}K{h0YL
zF=OzYqho0NHtJw*w(&TR0Eos`<RoAlDx)oqwQ}Br12?8Lyb?{jePmohNZPYj^W7X7
z#x%g2GV9iLM{T(wUcCPVPLqdQEajp;Wk@+^Gr7SY0w4aBa`#VNQ@4bFRFS0wbqjJe
zXvHoMhS|?s0UcFa4yZkzRSgJqFZW71KpFDt1pw%GE#p>Kc4J7{Z}mL^1Z2DDjN(s=
z=01B*W9y?`<5-!Ih>!UhUiX$gIc5qpgl-o@1xTH|G<z)MG)RLix@}AbJ4vBsxHTxL
zel!9i(Ij>^{dJXbeN^{=i)Iu}JsoyBUW2e){?nqY0gFG_9g_KngL8&;tAovxpjYXP
zVx+H4nmlZV#1`TIXS=HtQ=@h=M4-1-0h)WyZU1188*%vEnK%PJ7~>iPe8OX5t!5HX
zKAEwxU)n@YUUJLe$%`G&|J^^BNnfH0n7&0LfBf%o&8q43J@JrH7y$3IwPsYo|IRvO
z`mSjZBx?^0{Gd*2cLR`SfB!UqrF~vpud%IVG+{K-cy(?EptN=HUi{*_(bVr$BX`;Y
zQxRT1mD($0SQk^&o%+u1odDg-vAnXgpvzxmL&DOA71|r6yU~h*1s*l5U0~U<m5;t$
z7xkI-5JV>EUFa5aLLQg)dySGq1uU4_oac7crLk^8`J0NDbinOzEpzF(%KV!xg^H9#
zW@)YZ7LQ1L=^?nsbnJ!A>8pCrWx|JdJ%;?>)qwH*$<{2bCzb}VV0xjb)9gc(*)btB
zo7BDdj<}wjg2)B`-8TODa}O4GpG@L|F{z%rDnl2JEYf!bd(6LR_jq&#ua1y<!qiDg
z3SXAUPpkJ-ewGaVykq!VEeQ*cID~7ymuT~4)4R+C-_i{5-P`3=#Q=MqoXLWvs84UD
zy?-^(+R}|c1vdH_aho#v=fuLWdOs_<L$^QHz_a;S*O+2ZvKF21T~Dqqi}cfb<*z%)
z)sBl?#rf2J-2^X9vKVwCmpYPLqEuS6R!}FgwE)19j+EtG2v%2U;y{w(D9Yh<1IGfk
z0le&1^gz|%y=!>!Sm4Gpl8d!T&?wN6hs>o7xb9Yn6C2$Go?|uBJSB$>rA~Z;D?yB)
z()u22G|p1TQYQ$x0k;QQ%iBgN5R<tbOiqff{DL+F_zZko#?DOut=MEbPCThEWi~IL
zH<}=p#7**5luvARH2oKS<}a#~UyEZw|E|UTnxEpExko+(8NTbO^n4?@`wdr7j*p(Z
zGL!E-OMZeV276R5$n>lF`g0rs-cx$g!fFQf3%Mao<j3cV3d-;(f>>oZ#<8?di=(v%
z`{Z|Tj^XL0hk_^5tkW`UqXDb%63(um9yR5?v<A{0Lla+g%D*#M5B^34$6I0QR`t#C
zdncA?Cr_J!g9yv3*n8`D2?Ne*H(PHw(Ik_69I&FeAnoqvsL^z?I$i$umqnSd>RtF<
zcTV;;KywHy0m(03Zr&nEn2t}>&ud8@<7v?1X%d%4apEP3LevlW<&cLXctHZx3J&q9
z<UdFMxarUuzuP-w(ZF`KaDUYL$JQ*6T_4S#N7!I`h!y$l#THFkb#WXQkmm=0dQ2ZX
zJAH5=<wJy`&rM`j7F55~ZEpwaqE}F0YW!^lK+4-;7h}TA$ClK0ub|wAaO>`?B_XWk
z#_2Sxn1-%(3!jqH`Ui3P&#<fX!MWwsCbtoW%#@j;>|~pGk}JH|-f}`Ak^ar<Wa!*x
zCkFD}qwwm}>MSX82<Dp_LqGQ@Sgkxuw<Dl5NKM^S_%u&=IR3m@q-fy0ldA*3c@4Si
z7J&KK*=o6fV=TVcT5QaeONT>`7`6NY0;mpI3wHf}z9ABZ_+EfbPUq|7(3X%3r@njy
z-4GpZfz_L@ypVXJq8A@q8daW_pbS`*4&jj|=1afkQ7@heAm3iifjtASROQrYJ>wQ#
zm3!S_Ze56|)(lLA3?v=lpzl++s=cX-^sRn8hGU3I^J7&GpubF?K92cbO!Dr(lLSq^
zhJ8L=HxH6Z3J6uO(QZ)G29==<SEBH;Kr3TmKY^`!mF#-p$^I$(V_X<c^CC;0P4h~c
z#uVXQ?nifegP~slguElXlA4zVo+EfYNk|@DQj&E!<IziuO=qU-s8CGjAIZM)*O)?(
zM5j{{+Hh3l>pc|K?|E3lpo##Q_~eEwJ$K*zZ%UewQcvDzNss9;D;k$fj++!W=TeV8
zf01w~l!=(?3}`LaC?tT<`&WoFnk$p55x*cKCgISv9KhmX)|<w^S%hRk6d`E_0j}A4
zC+1%)7yBe;C2eY&a8BV(kHI^EQ4$6ezc{MW?Vm5~h!YVP$4aA{g%j7>gX<nm_q?<n
z#4$7J%PgB?x0)Sk@j!=-=EE)rGPIu<J#YRPsQ=0*Y2V>kgABg|+v`@ZJSDc>vO!jM
zPA1F&<>7ba_*?-9y#ob@@@zDWLfYr2c>(h|$7xicSC<J&rv9gTc`_LBpY!qJL-FD3
zK+6Z{!@R58f-o_G1vT<Mo-Ss(b=S*+e3NdQ?C(jP5NUchS$yuI5$u*PdHMNi_F%xA
zZ7lQljUL<(7E=pJ4}ZP;*F*mmRJ-5%JmOtL>O6mjZ}6Vka5%$<(!DLC=4Igsqfdlu
zpDE4EIAsgdt{>&T!t4@!`WAw@_PH=}62S`zwC4Qsoe!97Y(o@iQG_(kjjzQQdwq=N
zCmk7=N}rEyj%zpJcxAGP7P(2+s}q7h^Q)>HkDqPA!Am~M(Mq6;br^sv`X(gN1ZPI~
z5Wvt8etEJw>hYtPvSNZbq`Glf>s+Jb;Ph^-Py*ny%7alkF_JF|oi5$Mct80}^14o2
zNX*SQwcvkQZ1Vco{!ArTxmwcf0~cOCC55pUcu7CD)KN?ATRroVb5bh$XK={}$#881
z)SI_A!tlA^v6jdVl90=+KV*{Z;)lr7<{tEb`EMkxo53%GISOfQx9Qbb{ZW~HD=6nl
z*y$mmmpTQg(VO>=$(O=L)W5HL2C17SfvCvzdy)M(5`R@d8LfxmkSve<0w)WCI%y%R
z_D^KA-WS+unZDKeebIziL0FwGD_l)`O4|!aak@TY=ldh<=rbMd$_ONYFN`h9uJ?GM
zjn{$v!Qw1WUi#-HEtV+^8cUU$37X`rah!p*C7K|7e0|mcYVqfr<i#=w9QqiGrQbTs
zg~L9qpt1&GOvCwy1SlWa1TLeJ<=S$B_wQ>Iwd2G3)TLI_wQm;BCwe^7M3{kjuj|{4
zo#0`BAUCW(c|@jtE7i8#m+o`(!fMNZ37(pMsw0!3nP)ZAuk}V$L16F|7)TNApoiqb
zy}|~DFg_m4=k$#Qd2xZUzuTK`m_#ckH+GI8tvG~5x3O>mcjrPKT0y;oDZt=k?%E@_
zeH6@NXT9Pcri;TYrO(}xS++_5U-bCF;g~fYHaGffc(B@(s}sx>mG`I58D`$9?EVB}
z{TY=wAu#V=t2s?3_>(~kZT1iBq6o00yy}l@x4<*KGjsWh6)AEIz5%R8&O5u+B*i2n
z@(j`}n*9WU`FA@X?6tiG#gvr9Yfs}iA<;0SkK29f{cd!t(Y@XaD=5c4DTK`yFBQEu
z58Asgd`!`XXPfb31x01$>n^=T|G?cCA(i&`v9nCK7U$$f;i9MTcRY9t>11&51z!fJ
z-gHmK`4ZADck8UJ^yHoJB%{(_I88GrUZR(YZiaGa9qKM*s%h&;OqB5@x_DZU7)ZK`
z!AQ?7rIpp6xKLNs?WvM|+pCZa8E_yn5iYeMQf9u24gL69y1`&3rdUlmT<te#8mx|N
zDLKzf`K$NEte}1?KXmHlJ>`J8mmuBbn!Z<jgM%fKVbLB3&{^q8+uK_gGlkVA{eCW-
z1vl_{a}gwbTx{LV;&Y9@@yL#OY!BGJou#WNz?1;<z+t|QzzYPjq(Sy~)_(;%G#|pl
z(BNw9hWzi*uacBiL6Q1NaPjw3ho-1maXH!>)T%x2e#xzB5m)G&`lex3O7D~j?^y$D
z2Y9E5xSLe)(7Go0->b^;m;nHC5#5C&K<yU@HbA}8Kx%}k(7x)iNLmicl9Irgus{E&
zU1VnbK=pggcpAEK`o#CKkoUpid~98Q>HkZvGf4XXlub|dA9vL68~~N1u1*yDyfqEH
zM!M^Ny2vr>3x1d39dPXRrI<?OpYAP|I}R1pfBj81pT|F0!fze&=&A+>K5Z_P>O8MO
zQ{Y^s<{cgn3$2SJ;oyhvQFnq0PU-EfEdS{!)%%KQ@5R;rF$r*FM|nu952cUs)e{6Q
zV>R`|aV6U<rs)5f3vhfQ!@-dE-zvDbsNzo2W#_;sZ&;01yNz&PULr7-d`u7gc)BcW
zw9pcnw3GPt-M6J=9lHd)VH2Vp+D7$wXeNL9n(-<(qErQH{%qB0t<#?8$!odNK6(|r
zAt?(H014#-vf*vMA*1gWEKBb&ZE@@7Gl4-~U74ls+M4Ye%qqajooX1jQ@V7;zIU9B
zC1eV21126(<&h0&9{6R0?*$RdkySy5lQJ%|l|28ZNYmLFc5iXMTy``}S0s;H*=E(R
z*Au`&UK}rgTPc2dUq0{#z@f^_7~8EfTL-*s$W-TlvWONRiaXLtj;kZYBP!1C_Q|@=
z&F+`P6~t_NSo0+?59Ik<YZ`#w$t(tNgU)tTuMOzDzJiLsk@ueRQ;Vr}n%tLl{X?fy
z$}%n&eK3`YovZnUU1rQ-!$6bQ>}b#v<!%g^jdLEdG7_QF)&-5_n_lIASzgOM*By*4
zGRf`F;spb&^)wm!cLAQ2$q~39-NRdt86|Q<0=r_{FbAjq1WoNv_|HqKKi<@c{}yTv
zfg5l<-$aNVFa$XN7JJf@b;B)`!0(heh)aNWDx_{J2|0?@NTXvnj+<=b=dZsx-mSOQ
zs}|YS4)`t%_644^Y)rKlFh=~pzn3=|D{0TY1-fd3`GQuK27yj=&*qPjSLs+tkL~GG
z9^>p)Lr+pC5#{awOo<Cu=4)AQOKzdu+JTER0*8dmzoPL%S8&qfJIdNjMC-m5WUhJ8
z1bS$;I-JrH69oEWPfe70n()kZYjZ5^3r2}K2G78`tLSfi*k_qf&m9B<DbAgGG8>^~
zPwGP3E}0C~&Ol-8a9{KDr(_y1#z5l>cO!M`%4D&S4aPo@n@YqmoxvNlXs=unPlE(6
ztI>`o8XyVO(@gTfDCbvMSV(CDv%Bl%H3gAb7KJcwqRmDm+czGNG~zY^H|MT|(SOJF
zRee+|6Fst^Pz^Ac*lha!%7+VYCii*1=C$Lnas#6&@`zJ7XdziPCP$>1myOYRLC`5M
zAGc_?k#hW!Uh>iLQi@m*3J%yV6IP4!wPss2Ld&f}H3behJXwbkm*l$rEDX*J&B$yZ
z`H{xmXq84n9<aInRMHQm-w(WMc)XI*+e}rK_~wURl_cC6+M%Kuxsf&iq7;<4NOPVG
zdJ&9<8G*6dS!gilefDO<t9R-R=%g_Rs2;ea?J9dNj5iX_ZR2z1Smg}DS}zmDg3Euj
zreRY+j<r@r!XL9h>;mkwvb%>%z7jJt=friCj2#^VKXjmZu24HZfLdW33ifV#?_WBi
zB(RGC@s@f9pkvZ|-?5SCMUd_<z|_NPRcPNwF<Hc|Z!g|MY-%|0`_;{}JHb3P=Sh*J
z3&o|T2ksuo2ubRc5azE9rd*}=WrZO&8FJgMR@0T6gq^Dh6Wh0u`+p=|dpy(o|F6^S
zbh<dv)osO)+$thss|X`4<Q7uMC{jkuZCy!Xxrc1!8oA_JLslW?wvfx*R@vrmY;0zi
z^Ly|6`?E*b_SyUWx;$Uc=kw)z!&Xi<V2X;TbtY)Yeu}<cm{|3VZA~Eh64b^xij5tw
z?uUNGKm3hbTTht8iIl}zP6Q(hw?o6{34V=@5)Q{kw>kqot;YB>?{T_4G4UIVv6#(p
zU$$Ddc*MyluJRg_J)p!EijqN<ReO0;%1=_w9Vg0Thfv%aoaAJ`)6;xCy<ivV70;JD
z!-M9&#%xGnttw<lO^FwPG?LR(k7;eU5a;ZODvtuale=Q#UHX|_itNqLk+7ktAh#w{
z`<@@a({0urs#yX8G52>n3Ow9zN^^p4SqMS&oa$M)`^8Sf8tewQPQmA6dx7VPhV!37
z@98f|LYZHNrP{Fe6jLQE#eh9mbr5{b9!oo~NpDjV#l0Q9+D5<4n*l`xe}V1fc6+S#
z_hDxn8HX$>xcPE<0TW9xRDB<#-IlWoTA=3FpD7Pc3EKEVhaet=(}#Fpevl4Q$;SWv
zXZHSZwN?fFqmzA&SRnZX$2|-*iW)J_6WBTN1}r$L9{neo$QPH`aG^>+5R(~=q#rpf
zrie*}=tV#sCQWOQ#KUdw6BC&@E_PL<n>`TFq&n+Jni)c40xdokLcp0CTA>&KR-d(7
z%w$*cE;dN4Cu@ov_nhGBo;uPWX)bopPlq?;7C2j)yy&*EJ~wcG^s7i>o3K*y<jwb`
zZg~;o>1y>nej9e3nMRfJ>3#C1cOJ4e@<h=s<UQ^J;21PoQ8Kr;<}FHXkAy63=@=zP
zZOIB0B$4gtK2u)(ny{T~yKleiGl_#p0AClEk7(qr`&k*^JpP$ZUml;i{J#X2ejn#t
zdzV`Tp6Wh5>~<tq!K&XoPTcBR5TtEC)CBdFoyfSybvB+JhY!q`-i-Cv#wf(%G=qO8
zpRrM7_HeN4lxl>MogNqUDNOErG`#V-S<T}p($Zzct~p}|sTUy$s((xnNBDj9xz{uK
zgyqoYAm2EVAOSpXXnDIoAcRkp5T@<0w0*-}h4-S3ZPu?5pn#_PZClbP7>yYWofxDP
z8AEaU8AYO&q;Y*fy<2Iv=oNwl^LKQH60*t!c+(V~jyTkTz{8h!SPdSjO<H7;7IH$q
zr@c7DY3L?(fdY_O7%>W>b$aRs6N0dsqiQ+hylK8qjRw9Yx9Jamxkk@{qdaQ$WFt2)
z3(nK<-tsIUf4u6nq?ARU&zAFfS_6muKL^x!uIku#o7WyKu?c!aeM>@vAZ@2b+}a7+
zLe`V)-(g&AQ04WYaGLO`#Hiy=wL#&1ydq!6zZX7ud7o5~9__^biOonNZvyZi-AkF~
zxu!xnnNAQ}gTO4W@<O+i8IdSB#hA*B;`P%LNh(>e#Y|a~1jZnNL4#+2#1vGQ|LCoU
zcedtaG9Mna`r^D<AZkmO(|&v;{8Ki)EZ0jpsQDXWS4+y5>E(LWb!x{~SyZ8^Alo&V
zt<^}D0b|VF1qpc<+hV>&)kg+;HGvewrU2N((bik*JkwWt;?K6qOc-{R0H)~|sppvy
zBw@6L$_sKei=X!5hNq!bs8M>FPX^>urnVx4@0&)x_PgWW(nMecMw&1DoHpud@>U_I
zlawJxQ}V}xNxkBaq=iP7uIShS5qAYx7G=&_|DgO#o;eIcm7M@4#LfykMpAdmm)hG{
zS=1)(nvu*6o!pb+LJl=Ij4vh_KLfFs%o%dCow{-pwAc}$$=kr=Qp<4Fvn{?6a0bZ0
zRl&d6JypKDAKO)1zbXfc%Z`qe4?(Z5wTpW(o8^QQ!1L>Q6O^{-&ub)*#8P}e7gL$L
z42?$hsd)^b%2d_=zWTdEYNr&VAU}@j|DKrhtnc7>-XpkL7m`17;oEoP5vO(H<f8*1
zLWk6<4|n9A==<8|+}}<kEdmk!h;#fFJ%3kM_eIfIpg}r7ux$eN<hx8O?!){}r-(uU
z_UBU7Xw+YAG^zYUQ##^IJXxDS22)eC^StIQWD)eE^ts>}x&JoMjWoBN+tn4Sp_UY!
zf<<@Pq-8z)aLehWN?A*?CEg3DAY6}bY-`3$Y0;CTvOpr5$+=)8WU54DzdC|Y4wLD^
zf_7=;pJRtLnokv_sjVxMM7p%AK?eo)+Ds;*fURf{ixP73UYZo6ZL-eXE<Q}?VFO%w
z(|;S{3+8Q1Do3Eb6DDmLkz$Xf$kd2`xvdmcGs|De!4cR=zWVpeGI_cg19lOo^9VdR
zR^)!GV3V5p4gE^`Fk*_YuC_c7W&iS$jImfQHA^Z-VUj-+X>`a4t)~|i&^O7G6V~@r
zYy5f=Vu{I&NIo=J%+PjxoFgx)t2C+kxTh_oNkZ}ag%w^1G2P(>DFs=f?$j0cnKR%c
zr0_zXy7mvlKKQ~4irq%|;&AMAegEvhrqNszr<Sa;+KdcnbTF3HyL#*4LNBHHkK7b;
z;wq~=>lLD<ZSJyiw!=@-P@CTcV<;VR^<fZXKh3yORCWwyb$4@W;#(cPx&Jn-2`Xc|
zz$mHZ%HztaZ|WIZwazOLU4c=rOav=WD$@|m8(-Z1ZD%onms;*gD4E&so8F)UPqax}
zamJwE<M-WiMBPmfe=p`(VcsTN$q;czhJD2cm$&=@ITFnSvWGgW-|e7`Yd)l--858e
znS!`d6r_F2cU|>i?ghw5sr~<wf4#4EglgJ<8~&McsAjJWAF;-*`y>s$3W+dH8Jy^E
zmL{ttj9~mE%6X@=5vE<MIxl2XY5tYg765E^w>{ktGg#|eZ>2l(Lhql^;t5x&yAteS
zsKMTT>lBe_b@&@9drhS8CyN!w)0{s%q;s(mQ#gR?mV1>EEW=<-c;z&x9#{oigW&F(
zEH&h2UlxfM0e{r6Vu3G017hZZlTnYoBZS?AId$|f6{3+FC?KpW*uIHgmgD&nc;g$K
zLkTF}oa+WtW+14oM8Ua00c#4Su_+?b+BTj>=EgVaw6WoA38~EgK_%B4P{=#2X1IQb
z>SQFB9<mNbs8)j~{W<VBziM-EL8?vLgwo)gJK@dz1WzQG9J{ab`n~YxHc=U91&w)w
zJ}W(W=fL=(CxZzW3EmuoIQxB=7r-f14K7`Yj}C^4S&NRE)cx84p!a>x*O1FnxImu>
znNK1c!#qHTx~ZbeKdO{kd_%zOqd(M2HpvE~Zs(B{jeMOty$Cb5kd<up_vR0ex=$fb
z?gE+%+q`;Ht*P}L`Pnc_Fuc#%FXihTc0DUf$6E&2>qJa{h&VsRO}+b7evuQE1DQ&O
zi;B$RnHm$fE}N9K#NC%vXIItM>%X7tLh(lzYqyDeLvbjwe4L|v8@$+9d?gfn$6_LN
z+llUGJ%RsX(~uMhC;Z({5`Ato2eBCZzX?zp2q(R1Rpy#wS?n35WQ&I|%2c3;2Kv~w
z=eJ&>UyCa-V9Iw`peBZ2EjibNxX}cuEEuHdpw^!g1z)<(q$V;*_k6|I)(6vLG}|)u
zu@%YQ!ytb4)m*`t`MY#icZnv2I8s+x+O@Mr+smVelPwguWEqwaxB>MrUz@*Z$d;NI
zGrENLp(H2zwNvFqe~fjYK?p&|T+xnKhXhlCq+Cpr2oO8PS8eUmz9jv|u0*|5W+7R9
zM1A%AGb;aWxGV;-tkX(+zjAQGfiAY9@7z_(mWt1+Y<luGpsdMqtUl}SjJeyypTr74
zC8nie^!?eGxG!O(=QM2*F03xM%rcvWQI$oxdQspoO%>cdW?bY_%-yaJ$VgZ&e2sCZ
zB<LYAAYgN+lFCmVRZ0rI+$GP>u%?U!jrP_dv4o(x)~?Hc&?)W^7>pRN$$;yJPZ~^3
z+R0?e^k9?|xA9?u!D@5O3ak_r4?m)cT-)L|-}S9qS}ZmM`qRjkJnF-s+kvVadh)Gr
zg!)@agRcIui^!_y_~jCdvl#*<_JnmHp!+i)eE=>}(9sFF4jE%G<bBiIvj>TK%?3D>
z8V?puJ&rO!1*lQ)TPTax2Q^#Mj|d!UTl^q79Dqk9=ji{<Qe~@FCt9lgx4{yiuoukz
zac6=X>gtn`TE-o7spWTD6*j}7{#dBC+f5MFz^JOQEh4PX3=B7g)y3!Ld#-`uH{O>t
zP?RAS`TfiF!E&JjgWTxFhH-28UcDnRo8vnPQQmXI^KrPa<!=%oaC}g27QM%gpe}pM
z2|K-Hp*AK+wzVT1w=eDpmYcF9VU$dQD*hb#qYu9T+qV|cEE9%B;%)F=L;V(OD9RrL
zlOT~^)D|y6nh(mLZ0(~@26X+3fNr&6X=N>AvO!Q$MJ~)61z@P<jJ+;hSBNYWS`7r#
z*3#QS5#2lePCh2K8TrrJ_tB|ky$CRP;>kFjJhT8=it}?KutjJoQ84x-AU=bl+Nl}9
zi6QbYn<ykE(09zn@3VT{)&YF=;Lied^co@#YS}3eqU&?Z_s#|p<Yo~hYcOlex$_NR
z|7^%wsvp~;l3wb3b~(ZzvC_x~7rBHb-!9-2IMkzts<^?19fY;qnokm|I`hAmkk56*
z4;g?rfYorxR%U)q0*|oD{OL1WNGBhZichLR;X`OB>d;6((jVHGBqASW?8t`rSW3(Q
zfnMQth{MjPq7xoH02zJQ2VX~BIL?i14Gn$A+~b86q@p)6u`)URh?GT#i+xk^YbO+R
zLZo;a>F3b#gRm$&Hj+DYMSGiVu8rK>h({(k8FVA{CzL9^3jD-rD2-7cNl>}3yXj4x
z4T}eYu3%sMhHNYg0&Z9|kzaTxQ(k{`k@VAeB0TVa?js@mZd^_FDZPrZ&Z4~GZmvYv
zuqpR@P3GGwgX(01<iHcOsZwh_&H2MwTIVJkur+El+F7~%`+ulbK%*lkTt^)TrF@)Y
zDRrN#*(}0*ggz!&Wxte<ud5rsQ&mvI*TxRa^ED3b=|asq_IBSZg$5~;N%X|Zm*|5$
z`0Z*ulE@8>72R}3%Qs9Q>n9A23DxtGe1<;69ZC@qkdNop84bd;Dl^^e;D_3ECh@`)
zf9x-g#+4T?!zzzVKGTyWcZVisoH|Tbr!^O;jVco&PXg&usgHatg!d=$w1F^ATxFGY
zZAn*q#7}xi3?r~a>m$)K@fzL5Nah44!#5iuy4Ep+{*++714PX=Am{@$TqVbo313*6
zn!kt~<F?rUS6am=@B2Gp-|B+C^-a#6US1K!9I|h_oN_D?VL)b{6G#%_kJ9U2B$|k>
zcz=B!y$Nm8mroSYfhG^e2tvy`6R`nBesz_i_t;k}=q-s5o?_tQc)wtIC<J;hc2pTL
z=kmsA$LZ^t(8mi{EQ{<mkg(^?%eI}%`DmaO1pNa(ge+s3V@fSrM`cvg-=z=-eO(%t
zTJJ$w0X&#h>$hLdbr>E(wFR3p#h+D8uoP3_Bjv`O$X|S}$!)~Ow`k0*^pAfplSZU#
z@}HqpSzEdeNGn|gb{vD2t!Z49PJ~?h%ICM4idg^`|HM}V-V5O>ia&NyYQFRE-YMXV
zDGYgv44$?88N<ZZMkcGJvq<8N7vN!3B?g1;OEU(z8!be>P?NFhkyFM!$Ad96UR7uF
z4Zws<(oT&Z_qm4CZ%IbNym3+fnej&Pl&Wq_Amr5y7`p@M)pP$nKYW+?>eY)tC)sgK
z*V}%;Zb;<QZjTx(BT~DPGQjs!YL*Bg2*ryD-O1|R0dOjva~PQ-#(cIq!Hv}k0=>8|
zG6xK-IfF@3zV<Pw7-wDs-|yN}tNVtz_tOXOjeTvBnyfI&tv;i4FO(JH&kmd*tZ%t}
ziJ-pk7+O}=q&9Dqzc|CRwJSPmU(|&Fy~bC?4u(gIX^Vf<%u<HMppLOl(RkxxQX9{>
zejU`@JNZKMsXAv@=lrH??*%NtNA>YxFs2^W(8hb>n3uO5z?6nrQH5)hW)dEwRVKl(
zSn7plpr&zx961|2yt7lgJg3CaK8vUVQ!b7_vju&GV9=bmw!E4N?XPuR^P-8%Ey`Xh
zm>2w_$h%R=(De-P`7YAS)X!9ccNkf;e8wi?jE7PvrW}|c43!~#_o=h-I(jDxUV~gX
z(0@ahA`D>r(e8os@kEL+Ps5G{mtLAt9yiutVy<3Afc7N$ak4GkL2tAhFWozt0!HmK
z`S<d^iB%eT`uj?|lYaSu$4<jWSDD8!YCkSTbx=1}?s|Q<hynp6#qf7J4g;`)F>`{+
z{vB!k0*M;*%FhGU3}w+|Dd8)S-{!uGxO5q-d!GW5RE76pwylsf2}&*bJnBX!P<NJ2
zMQI!0rjlk=ZGiT_?Df*vwMasgB;IwcLUUHFDZ0RpFU_=Y+qvI02}09?Hab>e?>E$_
ztpCY?k4W7$pw{&|ZuIw!Q0#bt=a<Sb95*UaVxs~QIQD8BB59_sw?Nb+m|{y%MB(>L
z-uL_oH@Fu;V9f(|vMKc3H+#M<+3ah9jKCW?B-Xh1o9)@M0XYM&d5S*ocYK$$!{Ttq
zPE+6N{5s4cDls(74z4D;>2)dcZP%UiY?E@r=LHg|<W%;lb;-B9Y~DO5cDo<Pb^|H<
zWc|)xLF?ZTqT+XFC2C)K!nAHFYHautU=D$<H7(85F>&{8sp=>~*TV?|0fCnM+{fk+
zH*ixvu+@-2{{L;*<9_Or>po`nV{E3vD5#=9hn@OY+qoTNsS)Lfj~osCo_1xzprT&-
zA7pJHA7(jM{`f@6i!~qQu^tcv$~;X^@(QW?m*Qk?*pAOyUw;;mx$zVoFX8F{T4TS~
zTS9ju!5ii(TG!rhf;P)C@X)q4<0ybhTH~m~koIj5&i%G_&s=ykCB=oG5j(@ja*wsR
zwUO!)WZ_y6(UbD_<3wWK=kZSSm*y-rk#6bOrHCA*uuX0Qjs{?+z*A1rQ0?3CT10tR
z8}H|pxC6NgiAKnXZU)E}ztZ>W{w1<H6iJ>08cAVI`MVD0CG&#Vm{qwz{v>ZME${6~
zi@u`RPRwD6A%TBp@jnRW*gfZWIf?s!7U>Q7g6KmqiUh~^_Q8Y1;U6Djy|0;mUz!KL
zTX~@e{S!yK*n9erYP?gA&)O5~l5g^btRxsRnV@!b@9!9-K5~Ub<SFNk20bvcOeV{t
z=aazWewBJ9vQ_!K94dP%*-|n{>$PELE42)wyYI=zLE&lw$eaemd+U?_GbEO>1!z#0
z|Jxu|!g+5sg31{D?>a#5?PJCSe-@4HULGvo7>nH@DnT4Z;0>^RU%b1~b*B$D=}o9i
z0NZ>y`fe-ZV^1ZS6x~*0_vygzMnd!&9IbGxc9XQ2LF+^)TTnTo_0(rf-4#$E88+5D
zlrWI))L9xPCMj+&NKgaLu)^xZ%1tolx6SFu)t?*56KX7PKwkMA?S(i0o{bIt$3k90
zktea8a-JnnYyTba5m<>A&E7R@+a1$|b@%OM)7jVR%88G%x4)g}J3}U+#)=>R3>p^6
zui5@Nq-lJhppEN<O%bFm{Js_&|9tExv9Y0X05-(alC(Ph`PXmGZTHe`QyCu`1J^C^
zYT;H_>RPmT!rBIaXHh@Z-M;SED%FE;Yvne`P1_;46GV+df1K3X)8!%C{yU&;wThhw
zlQm6VFQx0k^XQ$TxAP%tBH=V!CH!Ex+gGn2r*uZPN`0^-1lgoren3eRqW%;EHzo{l
zuZRlyBBeXvF+bvutL8-<%fF$AAtaQC&g`KuNUtQNj!ytW5fVUGLb!C=-*)Cn{nK4V
zLnb0uv*!-%csd{b+OIlrDF(EU{Wrtk{V}F|r$7hou(^ZnQfiiV5L){)frRdUK(!T@
z1fhe@WP4*9AA-shix9=`%mg4~OWg<=oy1_*#%=c<ll`~pzYRK5;8&s_6kSf<8%1cO
zG6Ty}bSo?U*Bt@h554F}ewrxtXCLE*{(Z4oAOIQZrSz|gr~?1dcm4^+ZBMxXH)3S#
z#c}W@gyj>Bl0QYfCHG~<_?Q?OSMy0MOts%mxZ^T$cG-di+;Dp8UAhuF^-@4Vi2`~k
zHxhOn0pY1XdT0Lu)NfY(^f0a^U?QdQqjXt2c5}Lt+QrCpoPdCT{=jQ&78xLVNAQmA
zl*md+uBV5|x*wL_Q%c6JVYupSH45Xi=gO&z3)(k=BMct3O4|S@-2P(gRKrJ9<roSw
zd9hXa8GyAwce{56z3q7Pg2V&<6B9`b6ph<nKECRdvl`Kj4;=&7V<u;7NCKh>TP@^Z
z+dh(At{9CN_b?eem;W{t%u{*Og`T|`{)-EsPUIM~KvR}gbSgeWTO805@tY5!m%iD5
zO7&lxKn$lDa7x|!P;Pt3v}UzzB@24D8ucSTZRkR#gN4D){%?aIo>D<l1SXbFS1$S3
zXMzUlV&a)AVZ6a-tx3&0x<2BgaH5*TnomT8!eIg4G(Y0#r=aZp2M9hKY0GhC@Vn7-
za<Xne8-IS}2L%$XLy`FSEnTMrp;=fhwd^hl%hNd<Kl2OzD4g=lk>)lC73hP*(-S|e
z9p&;15N^ftPra-a&P0OImlm}AR$6I-DDLNN#e==2#@#a{fU;R}N<6RLm`COaT~8G}
zCd>b8<O<pzo3ziz%Bl~TEj4sU%=h!-3i-W2;BK{AY&A{(0R?Rh!78(nNH_abcGa+7
zm&H0v1cL~9IDCw)p_*X7>lnm{jU0<!Y-C)SPq^mU%FMn+n4R~a+pLz9_!pz)|J#s5
z=i|MlL@gy3+uJZCB1ls-(bWI2fpLw8m0UswFBFRvhdV*)n17LSLYTq~gk&y}oOtQF
zCNKsbT>k!&#G_L$7<Ad4k`7#-<P_|Ks8{L1x}g)O#UtP+IRGp6E+c-Skir1w$cBf3
zN11rn@XV|G)`HKge)8rKeDNLds*c4QgASy0Q<X_Pp#QnJ^URJ+Y1ei!vkesc7tWsP
zG)U0G4ypw8r@!&)MjIK&(Um}Gr&U<t-|dWOL2_YO?rh(2;-!OjqaqJ*=&$A<Fp!~S
z&5jF+?_d6yQAHZjx{~3fv+~yp0yqc(g#@gdSFSIj+l!<|-daEF1I7Z?|82N1=-|-(
zE;AG#RpTmb!LFk&rzM8JnCkO02;>6?o?98m?NK)Z05wQ_9!m>pJ5XFx2b*8o)&d43
z;$8i}8t|hFkd?mAjT%3e@43E)KW{oQ-H##M$N>OWPI$+|hrhs+m0mrN5q?SRA<`>z
z_*cDoG6&#N1LH;r+e-;udzjcgkpX|OAF%BX{a7I<JmfezTX~9D``PEe4PDmnKVlR>
z*vaFkG3$*>8x%8_`nqXd*b{TTZ()}!7q+85D{~Y8S9VYsV;;5cj|EYO*Q)h^xk^tF
z$Sy;XBp!Sw$L%Q;15arDxFl-GCp3mLGRvT0IfPepE@d`MK!8~3{~yh98^!gg+hj`R
zx?k??{RGfYi@kv*6UqJPm)}Cy;<H?_nKX9Pin@_8gCWs@n|4CCrX?Ol<49yiCPzOx
zCoOsfv$@gBVv(=1qS%`zAS*u5?T?-o#)_uEyh^D+x3u3QiX_pL^lO56=fo3>PJdu%
zo1)H$)<C8O38OHi<VMFmthDB@y1vO|1U!sjVn)p}#(m}K6yJt>({#VDlJ)&$x`mhm
z?9H%rOX25a6V&C2&C&b7;QhC1FRx8d4;tTUz0m+LJgS*1c-_9B3FBq(Kz7Ba#p_>)
zZ$TbI807VDxj4zv(f1e?PxkQVIC79XZUSV=-V};g&@u}^h=CV?w|S2C&7V-V0<f%i
zFno^64cjelRRNkhCKL|EwpkSx{!IKMW=gGPkOlN4-r(Q6qZUzu11xO<oyeaoQ`*wG
z10<b4H^k{;pY^QN2gFhv$Vj>3cCqLq`GV0|R5N<Y8s%rgrGSrJ3W80d<FT!Mr~{at
z;QsW&EWkBd>8ZPVkbLk?O1{%>Jd##+@i|(hzw@4ev=YpROo4%cWG=Polcm?w^1}pF
zCO43ea=ZLAF{bn$3$rbIigH_A1|Jx5(>oEO85Br2vM>TVNeMk6742M@-rF!?Az*3O
zox4s%R!3DrA9>TjNg;@WOFWe=?_-iNiAkWfOHX_K;0Lvu7j#MNTEsgR=Ua3Nz+mqM
z9!r<Kdsk3jXt9X0iMBr`K~iUswcy8tR4FGbQ_B;sXhyxo(2e&m7cB;_!GsaU^^;k|
znqUnQPS0d3ZN5%d%qD)u9qC8MV&$7Eb&@vCCy0gj#LF{+OYVO$3n($a27+hQ2>)#`
zEjNVOjUj>N<`-GhxRZ3k_#=3kdqeK>NcH$Q4kT{gc;=46VeAP&=3KAm`Z}E+*Ujz^
zap`kj2%X1?!!1{bRC>H;@V&o@1kp*P3E;fVX>9*Zbm)0Cz&vFzT$EWA%9okqz$GsB
zK$ibAvUK)|VWNj!<{sdR7b=9Xd)0NqrZQs$3iK3;Ag$`h;ajFmH5Rl1Ndz{1{!{3)
zf{Q>{)mAM8nuwe4{_<#(YF|<&S5NWhd^HjVbo(71f${1NByUdk=c4y)&SrJvlVfU>
zi$78vBAntyroaZPd+c*LMJM8iDr$_soeAy_=v_AgX3h^!vT7q<&LcS()Oc1SN+*RT
zmGg^g^}yl?XH;|cj;U?~`LA<LaNZm~N87d<&SQnB5oF;M(fUg90OQ2XCv~ABAnPS@
z=MGgpIvC&~b|Gbgo2qf^;*OV%`zcH%e@Vyn&bN=zl8s^+Q^qA}ru7Xm1EZIrb64z%
ziF4OGppH9nX(WK)n`kB(Kem)#XP#skcM?wOJ%m{ug<VcN^BNG{K`^&<zf;iVE|;V7
zTAjNc#QZ+#%B;`lU&~$yjsb7q5%5BQIKQv2DBPD_DSO;98hg^BtoVGJ3RyvU6r9sx
z@D1by94C72#qsWm_|k9R;tiI~nXGx+HaTG5k(P2c?5d3<&S)G`z8|%HiMS~K3WBJK
zM)@P%q`9~tP%=h3*`H7!BfX{puqM;lO6y_w+Ee%+n|tD-&NA=oILI<V_+Wl6-KTwd
z&4VEpDd*4WMP&9aOoH<iF%1r&BAdVR*+j_W%ZN8#%l^r+tMv5#nKQ{zpa}p6)<FMa
zf>u6K+YAWVZ<%|?1%UpR08HInkJW9kbZ4Y2xJp+&JH%6$Ys7nq&C34W*QbE@NCE=J
zqjczkUYS7;k|xB5icRxg?xIvXk80w*v*Ew?6{$%ehNPzV5FlDR%58jmDRUCLzk)Xt
z?U5<yPJ3OFWtSgDYqtJxLv>i9Ax(7E30jiXlSC0-81Nd1beQ_ewgA-FmD0|K9^Xi6
zalw3`g#z(aH7fH4u*ZYE!uxbg8zwf}An^}0-HJMuEH2-|OcdOJj0yqO6d2D`S9F&~
zef6YHS-U7>n0yEz1nvLJ1_AFowOQONni8aaJ@2%)C#Cs7(#*&7pmQ(~K7?%l^0wky
z<sY#A5UhxxMyQ?wJox&lvrdgMVF7^#6e)@U`KsApRAtNBUA()EX$6RfZ_(Uh0#D}K
ze;cN0?4IZ7O}kX_)S4Q>F&oeyzWx4nzr7jzItSLgvk$a+rHV1V7Vxm?q-&UTI9iO6
zi~)w}Cx15rfcsO}f@+Kj0gN}C&hD9YBKVVNmHoU^#_75a{O5P6ZDE7Uq#Q;g9Pn}z
zld6h(P&8_;iv>MeFjby^;rUYjGhT{_DC}OX+Ocm{gA7@8k7}U_T0khh()ABFG{YXa
z8yLaK;9{c=8)y~c8IzB@%u;UJ1{~0%?fT3tD;g&M1xk>GAKtyZr(OE6O-pI7|MjmE
zQ7CRsXXG`(e^o?Y8VJ#-_%PyuF$$03gK{lBm4ET(+rh8^V|eieaYnJ*1b|nJCndIO
z)hWbKlM^~JX3s6>uS=|n3)#_ZqS~e3=$=)U{H#7j5T^sO(cB}9pXu8!)AC5lWMBeb
z`9p^HI;@?xXyG1w+?X~blu>i$10D0))8bpzWLR5_1$fbrnMQ-dIi}e*PIjC~3g35i
z=)xhR*nYx}@(}em33M|{;7|J5>uPQ9-B|T8x8~A<791U$Hx%o_(JeoPxfCs?xS7+q
zW?{5NOh~!hgpyCB&bv_z-X{lOdsl~e=eNZ3i?Sw8PyXP7Pjhij<xJK=tp7t}vRWSj
zEG{v62<`VB0#b)Q@06QfR-e1ZE=CyEj2eQQ+$**kanQbbRBr!B>vL!lD-&86oG#7o
zyO~69!q$L&2f!AvX?r<56hsX*;fmGf_TLjMM%(}PJH2UrGI6b&a0fi8CJo<boxQM-
zMyhNijvcw0y9vFJ3`U9%VaO!okNE}ns<J1}&IxL;Cu?kp@kTqm1s6dK!cK+v_~(Ko
z_%e=u?lZK^@A&aveIz6kF2PiG$pl$vlWBDD_}Vm7A2EV6g%zs;dieD1)V5bg8i#3(
zW~Eu5(EIoFPT0grQ6-tw3ipzFg;<FaOy?(q(K;}}6ua~l*)cnuHpkxl-15?#fC?^H
zVA<}@*G!;Dg~<w>tHphZCS1_U4I%{f0!<U-IKd>o_f>es<5juaIOX{YM$uS>`5sHo
zqCIl^ZN)1Y*UTl9e`kjsng4CL-cZL^13tn5a$v-4$Fy0_Cl~{+Rh6$4B(@9NL<p)(
zHbC`5cFFi8K_mXhR+@Km-;7f3gLNxXCc}FVrZGQ=erEFqI}U7;YB>Xp0(D@)0*mEA
z>EjlU*SdMr`oJI4NwYg?a)zxXiH|>rxj~U&47fpnZl=MKirUyt`L(A<PVJfGU<cL6
zu161k^qlMlwbhUwICIG=X2s6AdTg4+C$OWn1#A%@j9UnB0>4X#Z_IN@n5&01O&MZV
zWC)=SI(?)O@0<5%2$gA3_ZOmObo!b>3LVsJqnu-(D^Bd4c|08Gr<?!}wNN{LrMMmA
z(JHrVUC$51(_<=|3R5Wumd0OmL!G4k!EFp7pUwhX5at4vXOj`2E>bvoJy>xcUuaX%
zcJ`vc)P@7^96Hw(nsv+nxd}K_BE94X+HSc}4}smApTC(l@$v+<3@BI%;*s9>L+~lt
zt=U-r0Nx{oDJfBv2djArdt!@Cqc9=&#08TQ7MS3l=l*#6PrX|CG43XZEhF1v0b9@3
zHdcMYcWK<_Mxgi^{wfgPinVK)T2=UbaY)l!Kki<MYbZYLg{$%SLiz833fPe63`DRR
zkO>WaIYt`wpG<5OlB%)qOS4Z|R$z8jP**siUMDR`BJYr6FMDkIHX~0OWOo9(eeIP8
zosC(&(g=7IGY|-g(CmMmtF7h8^h86ZfB=fgAJg<rUJkwU0r-i<9Tj{q<iTp>?k&H4
zSqr~epx9Z1*rOl4tRXvm|66A3Y%y$l!Uo47El!q$4ywZww6!(ufWV$WM`}%TUl(c?
zMYDD_;=S)S-XWN{s|BGh|5%!cD_M)-THDB32`(mrhPN(9uiNj6Ngo9?y>T_xQVTl&
z`u-TT0M-z2ira~I32r;1WLoh1mT1rPh^yUk0LbsRnofZGRb~^85SNSEj=SZfDev<2
z?_^7xthW9WkXfGrbBg^gYcN9U)r#)F2WYBJZpXV{A;#w6zm1m}HFj7Znybqw=#~GL
zuDwzYf6`1``#Sl_qrG7u01ud1H=llr@=B#Nu2KIKfyyLmXD`qpxq#2dzAcLO<YpL>
z))1={nK286fn2yqkBUq>o2`$KdVI?L#v+V-yNZTgCreirIUG(?P2^ZDDP|X_Wxf-#
z?TVjOe%6w*T(UZcEpeS*2X0B&ByjlgA?*xw{cD`_Pz`kjxdI`9BUY;T*3LqzB!4kU
zDDiIp)Th;uI<Ki94#kPZjx)opdH0Saz>r#sZ*!o2C|}l{<a0duFvvsBAC%bvw!p|L
zs$&8gani7?)JOa`Kpn3h=K4gAm=vW=wfPcM6o2A8QKNqK{_r!y&Ag-BxATB#P`OgU
zUk)zY5!}HOAMB5O1}Fgf2(f7ErOeLm+^e}{0g=S2pNMPoitk++B@!;PVKzATi<<r(
z%|@>L>|?&?TOE`?#4JvMI?d}x$2P=`0Qx9jGKE$_n>lXB@5nAT7R|VtX?oEbvA&6V
z1R&)br3O8eYX%By{xrAojrojHB&!<q2ZbTQ)Khy1)jb%4wtsAGpX#{<vm=SdHUA?=
z8~MbZ^H1U1MK8dBLD|Zc4VnG(b`}iKY&`7C68)-_gWQi)>8lA`J6AfDbA$s*5-fM$
z%Fm2N3ZdmrNXB~L<BGx4!Y3TCKB;3CWzx>lvyq#x9RBL%527lgu%qW3x=n~&dcG*0
z6QAn`f;VMgJ=;Gl1B+ND%u}O^-J{ut1YkmyBU^|874Q7lNP_YgkYzWpXAgHPT=UBB
zYm%C6lIy>-M<00LHH&VBw7vpSADHBps<W>~0rrV|?J>6$h+WM30TEq_QAFdb+h4yY
zK7w3Jnm~wKy?>+_Ls~zyi{(G2&;_e0=EZmzL1|E5&p=br0&hb2A{px+{QwCMb5PDU
ztxj3=uW&cx*u)A{DXaTRp8aL2y2e#)r%i=3=|?W6c%E;<zDf;}Q-3X*WVz39+U#x7
zf49ZbF%mig@H!`+#fh(y6~Xy-{Bb~&nJiav(g4t+LQ>A&f4TNl+cSk?2GHLU%j|tj
zl4x-S33gWHJZei3UK*T?wfQK9uWj)<_PVvtxT1Mz$)mO<+JmL<Bwx&tyT}%KQhf4M
z*Wih{tzXB6m)h|7qy5vB2@dE5>&*#5(%P2Lk7zlCg2!KyqQSVi^y-dn+|<8ma}q@l
zKIFb$WoxruiUHYg%A$#+L8y<S+iWNFM4dO(^5`rpj`;p8k<)Gs4*XppLC6C$7-nI&
z;iY~n8+E1rDFJlCRn&3pIOEijEWQ4G!hD80WaQSbMYR519_MOd*}G^qQvvsR5`3>i
z-d@4p)SspSg|klAu%O>o!se`YQA^AVx^v>|2y_o4MD<NiYL&S=UALey2<vyIoh70q
z8_n3CJU;*1CL@U)Dv@l1Dzxm%mkLb4U#HqKBME@GW}&{>4=}310Hs-fE!vW6+p(3g
z?%rMG(m>fsQ}MG3J@w9O=H1dLl>*()j-min^v&yqch}20&O~O*fE?r`$4`UxziQ27
zu}@7UZ3Qh!A`aE%*_l2leJv8_C4|t5A2U>gDIZ|FozJ})cBO3IzN;Bjx)|xo_b=!^
zHN^zGYrg9S&w_Dlug4_-AjtzR??s$`=MDjdKrQZpmaz#+vGUg(2yhpo0MsdBMBR6R
z`vPWI8AVC~W+B2rl&8hVnwEDua_cj4(02)HEREjv+_;Vs{gA8xaV$zFDawyd20fH=
z!A+U420XQpx)vl>hyS@3;8q?PL)vqR^LsJYVEwbz$gS_r6CQx`9Odz9&e&kdXUOhT
zf^xEK{U;H;f~}Nxrg{z+ORBDD9>!uz#+&v0c*1(NhL<}ihuJ3K&fdLX&|9PS!dU9J
zmMq6+Nii|*o)iraA0KqSTAug8Qyq$XF5Fjq8)n=fFlHN>gHinIgzUQF{kG}YZ@Acc
zr`R&_kh~lV*x-eApx$3f!Yvyy^*)RKL~{V{)p@ztav2=?b0;woaEzoS++T`Tb&l~i
zO9XTnXMO*)ui9Q<$Ks(IQx@Wi=ytB7=I$tMRLrayl_UYL7zKgSCU1+Uu<uhqEH4kq
zmGZUN3Hl=vpo$xHrZ#z6WNnLIwC#{@4F%w!JJje&AfqS)(gR+z-)d)$sp7KOU3?V-
ziUlo=aMk_BG^=dy^<3Brf3EmxoVI;WEw%D@dCA?%eKyvAd&LZ4DHlwSDs0IS%IHv0
zDc*!dCp{bgn_bT`<UsVwa_rq9-y}*AgFl|wpr-LEONx0BGyrpncR%f^zceGR=7G=}
zvIlxR|2TpNLlU8>S8mwI3&vOkUeY{{C1zI^D(8P7!psQK&mY|E68!nZ7c*|35`6X4
zho6USZ^}mhN`NoiRf*D45mZkt%i)Ouh0}LCr@sHca_wsMb7rn9hBkB8Id8s{e&EDn
zh(=8YZ~qziOum$Z$wS@PL7h{X<$3I1*yK+P4cS6xP^Di0S-&hFh7uVxmL2W{l-Xu<
z-n9z~@7n^zV@XAs?st7Il_gjcq<p0U83m;}Kn);s)4;Zhk|;hp<Cq?x+_tryH{`zU
zE-Ye*MBj#~7Nos5S0}*N@PTU0V4^Mti%}eHK(L0>K9(9@O7XG~tu7FRD_{hkco}XF
z+Y=@w@N7mV&a!xc?*9;(_^)Ncqm^}G!nnR#hcBJ6zn_~Pz_YJJ*bOMR3Q>7q3u}_{
zSjo6sw~7^=bis{7803fa+n^67u@WHS%wF4|hc|xn;h0K*zZnq^E1N|v3vpmS!^WU)
z@J<4q9Gv^wN`1v!8wRza2Y5X22aLXJYGSah6*0WPxBTs3`u_>k!b!cyBJ=HFUVSwf
zp$S%v(DaF6pE`n4`?D8OLC3=dJSR`}GqF#ako#xY<^pi=+KyJ%3{a}I-llZ$kM*CZ
zME8K5U;txSQ}9pw)*8jW^S<)_$q8>z=bQBDVF@7mr>F7JupiS$1Uou0##t!^-zlp>
zj+#3gG7z;#!Pz9tvv%$AsWj@|%0?vjz!#h>`&omh9J+IFnTUplE3~4=1vS}%w2~j>
zS&LIo<3+iM#gtBgL|IUlT6%plsQy;<%twz;4TwBEWbuk)S~t<AbC-3`r(W@p%15wE
zE=bEXm8I1fSDHtl)bX|NV}fjt24yRTmb$t_KPDzMb3s&M_tX|RrS6Vih6Xo=&D(d1
z;rNf{noO3eh?U8;j0RRJ-k#k%c92<&{yu9bjz0E%!mRe+m0VwD?Z-z^MktUVh@jve
zv_*U04L#0RzsKuC)(jMSwvUUg6SBp<)u1pcK<^LV_Q3c=@$I2X^5#(Wz-p0qYBt04
z5p1}3Wmu0Ug@6zQEfpFvc2jP9=+SD+%>48NFQK^IloXKlx7_PF;F$t*8Wi4uKXc^R
zH020C3h*eF#?aS@_;rpUv`6O~Ny@7_eKK5)!ULnRYh(AG`%gYH#O|M7a=wN^f2}eT
zqzxSC@^UzMzyI7n{JS1XlKy`7wvO*f_!>gf&K0ZE16GSp0qe=2(&Lb8kp|hV6VSd%
zHVaQdf?Ro@5Z%~l);oP;nhG4VOin2r)3V#nDzwJ(<|t$9vj6@78S-G5qfI#F%HvKd
zWSOkuZqTV4FG~aqkRiX|4}Ky4wYZf8thBS7-p0Rsz4LC(d~}w}w0>4V={+F<1=7FE
zHFud3>z90wKLgAJbZMJk;kYu{)sm4y{1tk<@gy1Sa;~2$TvVdB<8I5}$%cYyO`7G{
zj+gV`X1h2GwCz1DVk5u`DFJXrD57+1gUzUoK$GiDGB-aXd=c~+nY@zS&b}(~zQ!J#
z{YeZ`XNi8siPpdG{C?qdG%Eva+7sXbx!}V#At!~^CKhdg%%y;u0a!zuq!l2;TJfj=
zx@tiQW_9|8N&kLJ+*Ydet{D=L5)>@DcO!{`;?E%cflWa}JDygz?Epz7IQj7gB3KFx
zro7Xeb~7OpWPvDquFyN<2r*&eG#!ZGQl5S>n9t}GgK<&Wty!mPZJU6p3rhZGDd27W
zE9G;KV=AC2od%UszZLb5VO-_gfXboH1h55wxkEPbrAjHT8b!YPJ454VNjCV#l-6p0
zcguWpTn|{yYm5VdUf-$zM#f24#3AB5ZaMUu{e{m^GjQvJN=i^_)r=idak8OlN{Fo#
zK>T^Favii$vSHsg14ib;K|9c%n7>FqE}^c=<yaYNsl|YZF_X=YzUkdtVitX5AcRba
z<ie*x_yH3A7YD%@_Ip8IR66|RkVvWiPnXNAjHze3bYLx2xxkl!w*UR#h8H9L{}!|?
z`CEcN^fcs0LD#m<^%4KRknJ+qjB23e=(=ny)q3q}7z)XO<8FHPyi<e=VeXzadPch-
zVwe_4H5S+ukV!inH?2PY)dd!P+|Ph>6WeDLF{}eG$AQy^1K3<_*Vt57_380K#N_{M
zj%RZ1DmkQQc8d&XGKMz~ka7Ks9K$3Y|6V&DK#*lhJ{ACd(Si>KiW$BS5@fLJ?c%Ai
z;=hmtks^4bzxHl~!iiW~5y*6%M#afdNlW$L7CF`&$%s9ueTSm)68Amk#=R|Ni6Rh3
z`fuK_&9D@5)^hS_epg@MLS#Y7miXL%1oe2<k>(c$0w|sko%8Ghd^@(CQS==+{n1$S
zx!>CbHvrWYe8h(UUcP_uFC}a#RZs)q^aoHXsS9)LL0c~@V!LvEj<n4xh^D_PPo7;*
ze=86K0uw3c4^U+7sJp9}4IxUByX+-qrKa;WcT+BA^3h%pmPoD$IkP$KkfV$K+Q#jB
zw83%eG*XPwus^>Slg_qyL<MMp*s8UQdba#!y}Jd|xfvKs+1iEfwrj1W@9!+2h*I%B
zV6JMiV!zw&^d0ZfdsW{9b$UvRTwiTJ<rMn(GHzaniB-65CI1DDRtiXolySAFo=R-k
z6K`1aA)@mgpl4*@0GA%b&|UgHmLVFa4<|_0hT#c<OT@*$hcltpIGqI~QyH|NDhKo}
z4wSk=Pq<;^Xc4UUg^Qj&lfPLH78@O~ihRhtFTprl<42KP-u|e{0^jw(*qT=>a|iqB
zNW9f#Ym-^P!B^|w3pN|MGh0F{@WpoXbI*ZIUWGPmKZggIcY1r!jh+HS|HLoo0GB>I
z0E0a1Cl_BQ`xFpfC{j8RVg#t&Li&n4ufHJeyH%Gp-WY_LktjWf^5<Wa<h3&U-eh4X
z+>K8<op-;On9?lkn1FpZ+Gf)KImoG^ecSX@bHom76YbMlGQ0>4W=Y4?M+7x(Rm+Mc
z@R_vY7-y>SHBR3O|5@T9CmR@}z3`?naUJYvU)@L3?7@@=wKc!r+}CKqeWwi8dk)rG
ze;G+T12GR<UUjAHm_Xzq#Yt7U&nn+%1kQQ=iU<T>xf}KtOZ+30PcO^I91ryY!^@<;
zPe&W7?X^)LDF-#k{>7-W#0iKB;2ekG;3q2I5Y))vh(Hz**2A2Q=`-RqD8NN(xKH*p
ztzp9?6UD;dh_h04=3Ejq1YHzF_bQ-J)RF+2rEyDdr?*oKdz-*w$-nfh0r*iTuzEd{
zVab*#dkaGf;2=Q4(RwduM`Dvy+rbqt2;VFE>Dm3vo{?w)%xkWE9m~#AyuX&8f?b@e
z`serEm_Q?sRYD_xiYlSWhZ<QY6vH<ZVR&B1S~aq}Trw*ENAxlbsj~(rAz%J2?uVY7
z$KuC<W5knHjS=Z<x9sx}j9j>I_s0Uc*cx?e_vUVBB4JJBCA(j*@`emuGyx7+?PW{N
z?Pvi`J8DIxqifbb9Q9a;c-xGUKi~?~aL?EMKf7bEp(tJkM%`WxOQmE%T%YX9@<H#Q
zh)Z7Z`S2^9;<ysf@YhY;#7unqI?sO|_`6|B#He_tid|DseW={c(h=T%GYgA6fc2wF
z$UuWOvibKROHD$r>x3Hw)2ARLsO-u0rZ_LPeGhP02$&K#BWs-8j=rk?sUy~MpRL>T
zRW*m}r;qJ4C{9zfw+9`WJgp6LyDDNzl8aSBdI?7rb^bv38z->a$ZUJhhaAH5ChQJ?
zDSeo6t}fY@l2=Gu4T=BpV@7W;zjRW-4lH&1A~IXEMuqBU6tu}N0$p)E#dy8hYRyl9
zk`WRWYLFq(n*7*y&)~7KLg7phh9#8=sP*c3=D2wA(WW#ha$ygSGuYnRptv<L?!Y4G
zlSyg$R?1W(YseT-R-8pNnJkkT;>G;Gx!Ct?gCCm{lNLB|qQgmKF6`jkNE=n$>?;7j
zRY+(kciA|PKmN1UU8cDYDgO*iWQ<+_yFo(BLZIE?>KtxC3z$1{5~d5gfqS1&n?M57
z`XSFf8NYS-3ITKg!-QT)NaB9O#2r`y_*e4B<ItFcG#)sQ;K;Qd{R<o`JeDv0P73~1
zO`z}%O1LLE==@Ma?$NRSfTjqtS}pcO|5V;<sw}~aAI$$%33L|VcRmybyHR4hVunN(
z>u1J#FKdU&I>cn3Du2sp(``@F6ZKtsB$hkq2p_wc?9T_Q$}b?pc4O^gcBFn}t7Sq<
zf*zP>Uh4U(s1cgHAeJ!cW{O1U(${YSWPKjjpZ|z==QPF{2>&9gK4&U74tUp*8u187
z7wABos%rBeziMu5jL78i7nA1sFhKaL(KF=R*yxKi|8SHEB4r;6(LE{caq4jIghhHc
zh={6_Yjmo(Jh!wwKslq4SRXU{2cgZICxVduP4-p0>W36NgcdYO(L(Y9?hY#G{ZZ$*
z*^muka3qdy9V-xf&~jhj@$9)2DBsvEAf;dhAql~ISM>B0A_R`JHbxlOx)aoPx<4&}
zA{_=dk2U)V6=VR7@u#B$4f4Hgpk<%-yM51Zsu>V`e>Z*Z(EUNrg54fm8Mm;(|A}CY
zQAuO`xu5yO%&EG&oLkjYP|I{;%Kmr%e`Xvz;ZMnSedHt7ORlvwbOnCVgW0h6rBwbs
z5(p9CJFS2<I2pYwr2M38@T+olb``VMG#HB!$DbxbzK`r;hsDrrD-$Lx|A#qV==tOu
z9`lGWVjC^qm8=vAdVreJsE;SAjJEYc>(ULC9|QNvB6631;-mm^q&NQ&mJse(%=yO^
zBDGc$ki}@rkeDh4)ge>a_n?6%qtXq5HAl4l<)_dP4lr9f`=c(FA!1y8=WGNL|I$AL
zS2n>8)gi?hY)7l&t&hRxL&uVL2Nx5$0tMLA7<;Ba=S%t0SB6_4ADa6{9_)9^qk`*;
zW(}%4Ke9&Az|I+;w5sdA*m90>N19V+W?l=6$qwm057&tbANEBnrxV}tfQ{o6*tDGX
zocLChPe3KZ;XJ}(WU8~ac}CJan;yjmCGUXlzjfIQa1zc7l!3rt2T&DFD6hnx2ys;n
z7iE}1!jc*DpkOq4B@LZGx3Qx-49`RFurZ`r#hmUvo}(0mH!cDcm?1g({=xgVH%&%n
z_Zb~Ku0AGa7=Hq)B)=;~@2(6J3tR({CQu~4DO+cBog=9ki_5<80OK<~PALjx|IZh#
z>kSw0qE&tZuQFvmc7@Vaair`#BceOdqpp^{puHGL0c#^7pIk96=lrpVn_tXNw64K`
zgew2=;?L@};xnC)kzX{hYU&p5=xeEWz+t@Ga9%lO{tWz4Ei#q-W%0=J?lkm)^q25V
z*N4q>(QcHfuc`o$dStbMzB)yFGrNZ@Yn%-W?*_6J>^?Q2y*?J(1>6F?F|vW|kCK|E
zr9XAv*n|fT-*D#9-S(@^zr>XV&VJ!;$^I2CcE-<3x!qoWF5raWXC+Bpxy(WNsBV|g
zbn^E5P8Vf?Yav)LJ*Tl5kT?)}p&7P-Ob6<*Uau-S`7w35icByOTAO`P2!3@Fl_xph
z8_Z{v!OKbscxTc3A)Uz8L;|<x0dp4t8tt(xS}&F-L#!e-KJ?o;(;EohelFGC^Wm{A
zSC%HHC*0QGH%7n*+T85C-bCLNUW(eSU}x4>1X4}16Er`>l5N26`vaE%J$F9uzu_=(
z6TTh1)Hh6^fFuB<$&!*rsgKgsaf5lRHj?PBc3cTSMm}rPf0-eZk)mRUyQj}&m_5Es
zlgrPZWA~UY>`}7uOm3_00WKL7iz8Lq%B<RIz|J6?pwZbA9}4}t{9X9ybMirf0s#$h
z%F&7s(xZ{wC;wg&dx3bFTv$|p`4%F00k!!6EgAw?=Y+;>YGGMv*`s_=2j__><3*Iq
zOS-@}=i8~jf0Gh4;bE+u&j22zY}NV;1?&s5&EG0rv)Ji`cOQuam4lXaT<#t7^^|U{
zwoIswa?v_j<Eo{$Th^%P<OI^hm{e^)TyFoa-+ywvh=m{R3^$yYFVG`4#LS)+ll_zO
zz$F8On|H6jT{t6<GSaCvf62!gkQLWQ(hE<Tczwl7VU-0A3pXr#XGe+g>T7I<u_-37
z$UJ-UF{`bq;V4jb#3Og!vaE6kyZ7$IN!Bj?Gkx0>_hAssCQjM#f}m$0pa;GnTZ~^0
zSl0PgpGFu)H2?`bP`SHxZf_6QwRpNV`mNsaeTd3Lnh})nl`&Wn8LQd5OlnCmaH!5e
z5p>%;Y#uoo>r-^Ai8(ZHupej6#^sRy{Ve!nwLu1M{$*e}VzBDel{=J5nDm;gjs726
z<aVZ0?DLiyipQ=P8%U(D5j^EKWRdHX(siHhTvY7$L1l<F&D;~zeRv$?Z|tvqI5qWp
zBdMA;gI7RDno-Np2Mc~uuHkI3N(g<B7;Q8nb(wqXV6MwgdV#J)RHgs{q`k7+ognzB
zM6tM1C%1#O#UAR#3OT~;ItxW`(WY|b--P_j$1(V6|73bgl4+=tW67(%6MMmSA;_YW
z(!(vd@giXjSUi4ngD$uN@2$Q+S=@+b+AyOzEXhG>P<(?HTVd=hn3sFEgxO;y`x%|U
z+nw7#zx9c_+~^qSYe4=@J0@S~yZkvK3SWT{Vwe6|{V;&B?R0Asc!^mQKvo$-s^|1P
z`W9G|57@`H9S1a3>UhZ}zz_*=sgtk!VosXgW@51Oj^u}(-DvqC>2nM*M;snlPVhx%
z1_mgS;ZsF4!Aitg<+>=)AhY08`1QeCUuDkyP6@^~2v*7JE?G*=O|5{Pp><5X+OxH0
zD3FPf#^xj0YCPrKyuaw=N;pmqK8SGn7J9?p%hUqVCpF$gSx1Shnkbrs@S#l3aCdhC
zg3it_@93G@*K>(|`}2fbHk>G^DZf&F0GQTtG0MnQ!dIqBaL~TXd_qgyt@TENk_rfg
zln-?^5%2YolUTl=BjH4RNfhSI^b!{30v;f~_R1a4*&G!2im%wy$kC@YG!~>37m^?e
z%n*$>v@P#Evl3v6BC{R+sSw?@vOUHofpqNq{{=x~_<axllylC0qg@Jgi)yMW1^=LO
z{m5?}xIhLON?3yrfG?~f;39v$bWU1<0LQb`#zd2YB|evLp5Z0!M>hTMHQG`K)gZ-c
zEH6A*s26>DnsMexrMnCRz|VNVBkC;vtEmM5BbITM#w20fIot{5QABkoQuu6T+lio&
z5yJxZq*!z%{#Kjq4OHkq{CkvY)EIkC-;>%byqfJ+{UdU1^-yCsfmWO&6TYo&24f-`
zXd{G9SrQh8pwl^a+Rm<l^(ho^Xh2+fUzXXbhDj4b3CkY*XirQ?youlUCD<>36kYge
z16KN#r#wiO^tarc4RWw>{B>iJbJpo-YE@{gV3l993Y#siMA6+ui3pvPE;g3M01(=V
zhd*8TcV{XoqC6=Yux10V<m6RIzkfiR;2+%Zlxrg{kKaPMTun@zT1et^DRRwCpJqB!
zsa-`r>o5A+6a|4Nq@O1<PlV^Faqq13PlPQrek|t3A~H(D?ikk4lm?C<i~(rtyX^q_
z|9JZDuqMwpYOPwe4k}bp5mIHTtRe^kA*n(MLyUsTh9W52$P&Uzt;!G~5;h1?5s)Fs
zkQs>VO=J&&2m~So2ua8yqu;~t`o8baUY79k=6UXM?sK0rA5X0IKGyk)k5Og}-{zaD
zI)wTSi_JE^BQ@ve7~{o-=VkCyrrcvKpu6^%DnWY6^^>9@%4>|Cf;E6AlJlnbS6vb#
zFY3vE4guQFxn=kUqYI5KobZIS<Or;2`(k*f>dIw}7s<Sb!v?05pxP;Md8D7o^L}qF
zc#D2Y?%9db4fX}dT8ImCMC9~XKjMjH?$n~efG#3_?E+;Y$IS?2my?F?hn$@hP|RC@
z!)&UE%`pzRb>*G$eR*W~XZfIjw!krMq>Nc$u)?v~!ksojWw0p5ckN}VHRDJv=OYy#
zv9i>3GK|oeF&d*8gP#8({1&R}XC;H-uQ<ny>%Fp$xxk5Ofj>Wp@i~LP4;)0Dl`dAF
znnE1vjePqqLh-42D3uB6FSEZAYfMW)-&hpL4$r}7*UAp`KkXIn93c~S@vAcitK||K
za|o7-m-*uLub;++neModQs;uATxkZPT}M~<*fd(85F!?Z-JUp0(m{XwcC`}p_Gx(f
z(5;z8T)pf3)P1lDK6@=E;VB|$3OG(WTznH0cL|leL#qbkugd10Ap%iL<N*ZfV1FOX
zH5QBZ^`wA6I}Ydm(8S3<|M8PWb}sG)enTN>clsqW?jkri&GEJc)>9zD`2+g3bj9n0
zgUKQ}_;*nMrdz%I9x5);MiqO@(8k+Nj_C=yknE^?O1-O3;)X-fQbDLDXhUbI`u?lM
z1%2_@x}-v|X_mtOhh)*CB<lR1x@S~Pj{4tvkx2vL%9%g+(tNXja=7ZJkqOvxb~-0i
z6{~-(Mk((|4BQI5L>Lc%X9{YO8@C?G6KWcfxFC#%sJAoKz3-;Fm+23Nko|skAT8$4
z|8^<3&~$f{)~V6*naOKgx==$unfG`D@W>)8JD8*A0nC22sH|VYfJcf+L5ZK>gRp^C
z`Y7)yAsVBjzhu(gMnDME+OabHY@H}N;1Hc+Iam0d_D(;rQi<gL_^CNDo2>$Po?-f@
zs@5zezlnY#MbNnb(hBaI)AX=&_2uf`-9!hEMLSZJlpJHs7LdQpuG~GroipO2#2r4)
z*(O033(#{liQ95-1r4m_YQqDq)V?TXK!iGsVGTj3<uH_Wv342S5w1^1vb}bUgN_Xk
z4Cspd8qk=?5f3mQJqI*(_FNq;L>>kIOqc@o=Bm{aw5QYe({=|3ERFEEA0I6E52j2S
zQqo}#e1Y2P>e#Zrl?wlorA9i0WOwaMXR!i`qEN9mbr|2pwEBZ{mQ^VHBwE_NW;&#R
z)anO^CbsxMnv@7DjCyM9=>VU~=gVWXK<A!s_G(4u6^*?59WZ0Fd_O+u&yngB>(T;%
z|HV@=FJCV_I>THCX1y6sm;ld)Bswc9({rEOOCw6{elX?vVC2gVrn`Dw-qX{5moTW&
z_Gpcl4rpt`gocXhLBZVq*@H*h6XARhAp~%)CGW~3$=Vnei3eZG{_2}?&ez^B){z0!
zH3!7_M`D)^P&yN}X9V8)p;5C9r2FsT0f`nFUjU&gN4xRLT*ny{P#=kxew4K|cL=L~
z1cd()eN|~)?OAh6Zua*n0Ul2+y?ATsbn0Lg7%lq1VfzI}z-%h)!qBpgeU8!GjU-Rz
zRd4!fK%Q~#|8XdLAdQ>7m`xXMh5rG3%jM02k!*5{+3n@u`|8L3j>c#Khr$H=;)pMv
zwm#E71%QyLJ1whoH@DyLt+N<a^%qJXI_E$HHh_KRh8f{T+0QBA4slR^GM8-VgaqW=
zG&!dw!Yecjn*F1YezK}ZtUk5YFtV=dA)?@;npEZMyKd#SY+jpU+rs)_?YIegkIAJ%
z^%l#VF05MhXdOr>pIyUWELMz$La;;Y)mP>Y0^$i7RHGy2s{5Y~yy+>jGmG?MO}sC0
zT%KeJQ0p>>%Gr=cvV%##<Jzh!)a)l`gzStL7!d~`N(-Ma$?6lj-i5|2NI$Lq=5PhN
z72eJl)(wBoj}AC)PAHs!?1%dxqn%HFs;zDqE|(HdPT*}6lU*kGIo1BPz)%D5D&ULc
zR=V8P)1F~Vwcp^>XJ9%W#=N*B^;Askr=>c(Rfi-l3EOjEB*)$)L^5w`J&IHnhK>`@
zdKc|x$u9N3ngb~D4y*CL`Lb6AcbmKM{$D*fkR$oDl2s52e~}AckA#^4h3_Birr_Q{
zXR2KVhaOa>y>X&WA61Kk(<dz6{~VRQQ=ds6+FjwH9gDBqK{N8@NGX-b>YhfCliUd4
zO7#D?%NDE>Up;m|lF{_@knv-3Jw}7x1+u|;O?d(a!#V$xX+&+jM;g02^~HU3(*Go&
z6#WM>yJfi@OXIPF`?0Gv-`F`u{n#j=`6w=H^3_bR&aMxgTkH!Rg4443sUxQCtJ)vq
zxRCp(D+NCnRG^#SA*TVs0T?}N7X>_t;iS~?buggvCt0$qslEH2nJVGkAKjdC%#UmC
z0hTpQ_a+09+A3g_aD^S<DWHI=_a<9*F-dItqfV}8;iJlYDeU+#TgCFO^aO+&`a4Jt
z!Qbb7Y6iJ7ayFD7fzagX*){MkRcW*F4VqymAN8;JD?~-{XjfeMcCZnnA*hO<>;SQ6
zUu2@)MmepYFKjI!P9zO`*MzG@Eue!ZZ08Y~<TgRMme?*o0QkAhd^6?L9?PRA1B?Qx
z{)&_?H1eaYPJovU%CN<)-EPJ;h%u0()ZoJ)BA0xei}u}KMAS_A0E#-;kozF$RArN5
z?mlu3oiM6sG!_^Tw|loPeFk4exmIsKwWpR{!R}f=IKM8}_C=F_Y%Q4wtp+*CIq_0X
z67~CPO;jMQr^=K-27+PEiuc_k_g$>@=#9E)2A_xQ7|$ByhX&_l(yY>AGQYvMRdHyr
zZBy-_s~sA#;z!2Nq3fyduT!EjLY3zWu~3IRFHXb$Xmyt`Wx6~tm{U}JX8{CI|BV2p
zSG5ZpP?FZbHS)m6+Xvkem9*NxJun<`D9t8S&lfx{0W<9nI>SVHhfPR)grZ=;0}&bm
zYTXU1lIKf`HkxayR17-_d_XtKw)IRwF_83|0)y?PLNGda^g!q#-SIOREpgb*GZZh0
z9I#5V`f|Z@XSHPwM2aKFD*WE8+NTS{rVW5~{Fr%ME8{OL&qQc~>&Clg_aljNz2iaG
zbI*gYn2>vtv3KrFU8r_RdV&<#6t~XXki7ymV-o)X!>PFRBxPZQZ@FZuM8wv`d&qa%
zvll}j))Fv{ObjhQ@~&KJ5nfS$eH4mC#CUX|p;)DpJ69!wa}G}M7#R*Jz}BiIFJnam
zxlRv)wPh3p0N&aVFa4}GiG4sKiYs8k9TBqSL%A9YGM=z8|H}PnI5j8g)?nnoZ4VK)
zM@+(;71jcEa{yQN9!QSxa#fJZ<AWxeIfyqLjQ<yUkkg}Mximbg{?MpmX%6QoTyZ+k
zA*-IU3B4Om$?g{bwAH?|n<ggjnM9lku||U*ohh^ToSwf-d02~8pf3sWEq@tHYi*!@
zk6FjcviR9Bq$Yga`t}PCxbC*clu+;yUoT$rE;`kX8xW?|CK{B_7IuS)jLA9O137!<
zOt)Rq6^A49qDb}PvX=%++9r{;(?bf0hw5BFk783Lx_|vn|C`d_tg`(4P_3(V4UIXl
zuOPNu9y{%qG4>cRB?UH}VPrfE9C`pd&_<~ggu;A3SV7ED5g&8X6<pMlS_iqc&yY=>
z=#a5WcoEi#Ra~w*4UU-y7}@rJD6wC%r3fFqihR0ObPnoedoAP;#BkEv`9{9K&t6O;
zAX+r(UO&~xix#byyNCV`zJVw`m9hk_6QTInV4M1MF1{X&4<|}u@{2mVw?h3Mpnx<S
zxRFbF6XE%9;|-s-Jr3};Jo5-4#sY9;l$kXwnxdVyc^({pD0YLu3o6l$q$}}thkE^>
zRwjinh+c3xTl=p01c~+#7C7nfsQMoi1~}>@y=B~vnC~u@E~B>7ryaLVcg%#ZyiT@p
zuMFMMfLzv)xc~(8kFr{cC!u%pog!m8ZeqTf0!t)kB@G3C8(`BtnIDg+G+H#&wPI2e
z$m045(rByxjjj@N?{|8U_rwO-BA79F>wtEf!q>ZXVCxwZ)&~I%ZA~iGCPuUJLQ{V%
zUa9?~7ub^dJCUv|ta<nDP<HGJV9Wxlg6zFFdjZ7X_oo(J-D!zALMgsTiPPx-pZBLD
zDa%XF3BRrWujRocNS_E4y5ykUPO`%qY&;D{1zYlK?$!vfAsm@vyIT%EhhSPQk6vd+
z-jx-f9fcW}BP8rQRr~6h&`EAr6&UqfJy7b%GFcbYsoefDI{KC@O@}jO-HVUQV>1<4
z?#v-MuyAz$=0H}K4?*`>7X^hYZahB|WI1dG@~mvYUr!WZ4m-<0s<iwR+xo~ALA@MM
zBn(M*f;J<BRpwrj2#zRTc@wkG`_&0mE{KkB5~vkv2M{>pEyK1iU-{z!7zkrx>V8%i
zz%(%sQPh6dQU~S9#d0IbYCS1vxm68$Z#euZeF8ULP?W*d8CJxLw1bMZA5#0H&eo8N
z9nG%B+o*@$8$^H322n_CvbFNYV<OA%-^ko60A?&V$<p+A6MApjn4uE`7hu?fjgPQt
zZ`)pqPqCG|;t2FzcKpQucIn&HCPa*aU?@-B#GK-DKeqh0>o?BZWu=~DKmlTKEHP&E
z3m@Kb6D(8dLFi-(IF>3s#h(p-@yPt9yba&9dcfc%j<m!9#fbrpFjRv2Ei$#-=xD$L
zvILugvBgx0Gv{Y@Tl7!c|CufB#}X;!7@Z<3R5$;6+OP3q0_hF|It`hkpufieK2C1x
z(!Am=t(i`N4zXOGMdzeO9%Z!!Kz{|^U_wxUZcR_}M@cWYKFaL}JN7hXnXKY8D9|KM
zo3j)q5k-PTLe>Y)g=RN=v^2|aF$hdzXy<?bz(=|>@K4@sa$-;sSne_)o6N?xGGAYT
z+Gs(W&KhIX#GqvlAc${Re=UN!M-@a3;15@?5Dfhz%U5oS-oitcx>Hvd7JIZqL+`Nb
z<dTXaR5q8WF9;c1qZaUHVC7qWtk3ckV*i?w|9`urqfUon#K#=^94s%uCSNrY0u;mS
zoYl<pu<R<m604w3pvej3b7QV1Tk`UYJyAa?33B4Z%iH`H8IP-UHE8pO!Lc=aw#9B6
zz_UeD+`h?ft}<97gS*k<a{suXP!tS%@Qi*3<0L_9bVu?Wb+bX<i%`;w0%^nv`}I8L
zfWTD>GlLO$Rpwl+eH7}BRNI+|7Nl5fddlh+(&gV&wFvJlN7f+ce8F;`4P_?gN9xUM
zOiNTD5V{B4T(8PRqx0`_NHYYm@s1&iddIcP{^}lPE!8D#h_^w+Q+$k&cvSz^Rfk)J
ztW_o*3H%*#E05gccf7gpJ<v4Ey@x5;3HM*aGv~(5U=tE#FgZ)rme!UOBLwbVl&0gq
zI@asr8yJ+v7)s4t%IILUD}h8r{<q5-Y|7dfWp*dFF0XpI@#m4b@4SDU^F|?6Jd*sF
za6U@~hfEogmOOP<a1DK8&K^uy8@yCLEdiI)tD^+7(zRw*?yM9g5!5br&P^A+@<{FG
z{alIXklmNF4V;YH!#>7;b12--phVX*q%P+ly|?sy5L+<oh%Ehc#e+z}nX{VGt1rLS
zyYXbbG~#crWN5&U`s2HS#*+-pnH3u_X`*(nC<CCf$hyvUGyKRtZA%@N<M?At1(;M1
zH|gH&$i10oK5>`%WA%^sK#S10tk=qaD5I*QT=jRtXhf_yJoJC1L;1aDiAo_^N8|Fn
zZE84w*beMW@xM~P_TWuCIbityd*Y#!JB4ilKB_Q<QsUeNUqneFUEhOZ67YS@^{%_=
zYPD{C>$?pql{A2#0<cb8+2C1py3Rz|&acQ6Pskznh0$=yn!#?8O9TCZSCwZh@qxga
z@A$>y4}*b^9&|-tepUr`Aa5i=8~AGvj+y1wNSs&~p>yjtu=hO-OMif1)w5H*FVosm
zxJfIJfC+9ml*p&bPvrFU4<ro~fL~2WeBs$S|Mv!tA8@tO{NnHR^&X+IOmxbX$;ltO
zoiw@LmLEUMQhSz7+3u|UIWpw}Ah#zE<`}bJeHvW1f8(W;d;UD-8H*3Zh^q5ax)Y$)
zJEhf*bH#4xGZqwRsPYQ+?@B@Gcg&>h>OfgPUj61?zh3UaEIlX~H8|aRpnSDp60ITt
zeAFJWALl32;xBk{{L=ftK)WtK0Utg#-kX`N?qCNh1>%k(|M986;*y47rYbnqL#J(C
ztuLF2%NjFH^1j)MS$&{<BXU(v?8mQKoB0l7_W33$!<*4rdSakiW&i%?rR*MwZBPRd
zQ*2^XzUIaZ0h`5e`)yzR9T6H2$BK!2s>ja)=pVEK^@?GWsc)%DXv1w3@)EGN0-nWb
zpLMSH1sQ*?!|8z{V`gVl^MQQ`%wys$DDU3mTdr2xXhRkKh&I@6KFDji0Z|(@1uyN`
z%h?iOM<S4?G6eo>(sM;YzXp8e>!5rnlSuQN@5CJ5-m@@92?0j8ABEUl%hdI;h*1*0
zMd;DKJzFcZo{r{8ZD67Z-X%t>e@BEYK-7d9Trzzk^^SMgZzO}~!?GGcdlit4dpokb
z77QeQb}%3n5-<z~C&hg052}*i=8h%p*4xc%)H^Y4S!bkX4S?)dS##C#yOJ|P!R~`y
z+ib(OE`2|y=a85o#^CDD4`zA1jk|Li<|BGXP&ABb>x-va3Up9qJTnV7rL_obUMt=W
zq;qkS!-tdRd59!lv24~$(Bbz14@H9hhwbY!%YST@psH8x!!RS>y$3Y0DI#qid4ByU
z<ll*-0FDa3O6jT+IZPBf*J>{R{ey|m-oC9VszqX>y1C$EK-MNLH5&ecTY~$+PW})8
zT`7_mBw40#8=M35@?G9^ZB8Ooa=Y|so^cI2*w2Uuz{Y}9lAR!3Cm&vVeURZ2BS-O;
zmb}`m8}p!-&`_(S5eff(DNtXh&0%{MGT7Bo;y!}$G7LEIed>(#ABw@tURE6}4Vtkf
z6t1%$MD8uAu4H?%P^~s(iZ!)^&9f$kJEGR{vd>dj%V}@<(tqO_Xu4#x)EOc`v&v#c
zTECQ=VVsaPl8_xCOS{oa*OMP`lFk?Srnd3kBR6hd1x9`wZWiA{7x~=$C<kK!=YByx
zRENXhKN4*ZKTwquTV#AbFr-H4!sJ%|`zdz#TLf1UeQ>D(6V>?p+P>HaIO!_pcVzvo
zbGN=aM1EXTqgdPqLC3axO7?zEHP%%D?~c4w@1Sj(r2Vb#{wTE3m_GuRuayR@6u@S?
z1!@`e*zcimGXLVQT83*BFjC{VGz0k(z{E&dQ!7Mj^jC=C^x@aOUi<HLJky;nt@NtV
z4-~y!{&>OZ)L3Z}XMZ&8K&XxJ=MgqUmIi-70I?@6Tx`z0;A-!YX>%q^Ozhs4HwLbz
zB|Zb{kpLLxaEO>b(Nfq}k)7OMj+Rqwlc&Wz$emAh;;!6jKSL>MA`(~+95-A)QncV3
zF~P9@4ohVmG96XkZ0DR95(2p5DcEetu|CvKGRal%TACfiF1kF;Jx>@ae^YOPsTUA0
z5f0xuF-U-J47O6cvL05r3Pk!o14cYC$X0!30dh|ODiiOk&bEsnN_BG{W0;)>z|hI*
zivITNOHg%|@z<@8IviNeQ3k}5=IG;FS1A75e$SGf%;3WMiI4m4MahzaHaoM@{84jQ
ze*o(`y?T5_Q>wlw5PfEtALT)ptVCP{j%#ZF?E<!N72y1XI}8Py2fm50Q%Q4I)ZCbE
zNTNfY{D<(ADTm)L3<OpQw!UE3VHSXxXSge@@EO4roOX|jTuZ!RM6TA+X+uXfOJw0$
z7Od|fV+~*>)clA6`x~m9g)NDSZaNrBwb<snS>=3wjaB`h=JZcKdh>ympG*GGIU5<b
zM8FVA^ZvL%2Ct5$q9qUCP)*tG3iPUw8XMM41D1$L1_~*RGoRR_G00!!uX+gz{))uI
zGa)3|<A&emky`6=j@c?EN{_ZnVUIsP$`&u!+}U%&Z3<+PraF9I(Esp@l8nx-tA2;t
zmb!MV1b~LZzBr|zzmgP0gCMT5M&G^n=W;<6Q}Q%?2k#qJ^2N2;=17{3VAAkwcgMU~
z2esZrFI!~0X!MJyj2)fS^VUl`*VPDh_gRvdS^C?`4bR8|-E@)}pxPXdw>gv%hP$e5
zg<QVV`uJyma3nAq6!095w94bY_Xhu+hUi6!2Y}Xp*#$MrQ|r0Ah=R*8T#j#fY42S;
z7^CS$gGw!F+9#}3!u1h@&R3Z#4jp=rb`qEDPm%+_LBOVr>Cc<?Wm`R6tChs`8Kz_z
z+FCzhMU|j^bgC2rn?bl)$-g%=_RAx~!1;-1rNL^>bD<j?U|NE@apK(jvr-!gQu7;G
zG)QKo#0(e^Xm3HcQ_o6$J<D^;S0-_YbCFxgkzNNgkT}GC#tE6aAXFt1#v1|leU9Ff
zi@7HxVLpt*mz17<Kq`aExAJ2}2~3Nj5B~TA+)O!=CIqbDEBcX)j-qESR9S!u^SuKP
z`{(Aq*KwFU5tkg04Q$8dZutK%z_ZV8rnd;7dh@z`*w@WGAm(dRk}-A{xMpYeY))V%
zGPm%tK{5_Gn({gD5E**;>F213?JyoHh)?EZj+El(CE_3y{xMmVvA$JZgP<#{lZp^p
zw{T`?UNn&@?ugV-9Ad89<!UTyV+GDgqKjG_413gOv!l|o<XaaP7F6o_^Y5Z?M(s1T
zVEQxN6A<N04jfc99breESqKHpEWC`mxb*sxQjrH(G^G=l@;&5>Asd*9K+e<o6F_cf
zkJqL>m?6|XzgY2W^`PpRbqKAWjopJz*R>~RD)Eoe2D=*nlB<y*Crzy0#WXg}#c@?|
z&yD9HnPbj6?Z_oQq#qzwejNDp(+=!ja8v{lkZsw>8*VCN1!O!0D{*)|8sEo)l`^7>
zvEL7c{|4?W#t*EyyBJ;mUrBEL3o(pX7PAbA26#<;&xfllLNK4B76n>uCyC+B3em8*
z0UvM<wR3joNbIDs$uG%0e2Rz+bYD^Lz92ZLY>`{OPoNA$la~Wsw}LP7C5cM!qFxN5
z9&BMFB)BxQj7kJwj(K1m0w9gFly%qBalfEg@(IGG6z4D27CGssF&lDa#(D3nh)+&j
zfyO0MOWl1FTU*_0UM%QQfOXQ7s(ks<kP0*k+5}h%0(Sg^o-^Y7KsW6Qz6?+&uP!lB
zC86I;6^ccG4clfJ9p2;q?*a7(lK|!+aZ^VQup0N~ByAP8A-)Pv-Twfq*sJB8?xK&z
zGY4ohtxK!k;I=G>h87QKeGzMgmUO}t(kxXhS!He^bLj!_?FKgA3fibATevp$oxfG`
zEz+hlYhZB&#a$#T(=R%%!CeElj21MyTw-97o0ln3C!auW22J8j@Li5{qx*mIUA`+-
zEE3PqG|5-XTvlr6x+I0D2fYL16~%@3;M1#qfi3A^VK_(^DC`SZVtVAGd*@Z;5>JG9
z42Gd%gIy#%HCJoLFL2N_s{f&+AK^(hh#cCSPQ@s0@z%JGA^{T6@F~>q#zBY%Z4Q)i
z&th)Z1@S>2@jX$y{B2=0aFD#$CQ@3M8;0W}!#JPrHI2Ppdj%AKR-)`N<X#Q8)|8F@
zx(8FgVU@Rmj(^q#If(`I`}$D=(NId9Wy*eUndCerOaahMb=d5w)30XMKsgIunEupm
zS270NkUv!N@(TD6Zp!XJAVem+-ZX8BkE-{XA2G?eKm!$~cc_i?Q`=!b4tU`#Qe?zK
z7%qNfdvZJM#t)k6vRFbG=WKzvB_m8f9{>0!1Ycbq;4Sp?C4VS{Akg5Q$N*YmV&$`c
z`a)R5e<8TqOA7Th;N;*Hci9N=o&a>kET*QMD)Lu%%NlQ3DEm1=Jr35DSic%xV4NI*
z6XI9rUPNu4TDcTi#Z4N2d3}+sfwxH(1w;UbZo`L@l?MBt2IV?~1+_@hTx9P^hN`y%
zcx0T}F=0C&KAD%HdO95tdMn+5s?kfzBkuOY?)S`DVK0dA<-Xu1eF!Csr^Yw&nlBzK
zJtrjtT@O3~SucD4ZsCRE`{)9kOajo86Qjou&NSkT0+mQ=WWYqb+q17ncg+t6M5%-U
z)f|)l!a!iXWf`Xgs^{c{mv%)S5`D{7xY429xOoM>I}V-;=Tlv5Qa-}VwUz^q>;N9`
z8Aqz)T;+kg=7>J~Vy>f7sJJ*A{xlMO`9|IKwt6zhP9cFzMdHCW)zx1D0a-gYG&sA9
z#WAz34(^l!ghA*0(&nl&Nvk(-$^wky<MXzI`Fh=gWCTO0N@BZ_$_H9*-dI?{(EtMr
zi8H+1!SjoP$2^dkbHOt<G^HkDT(zyoBFsL}4lS+fVnA1vi*K>OwJl}oVSa6s;f3D>
zeNu5vmjz6op^xd%Q{DuGzMZ5Jnp$gkSZ~Rz*~euTs5R{bc28cgU$Df~#``DGZdo8S
z$woCdMQBo}kR24p3bUJCry-P?*As%qt-frnGdG4rVY31J;?GdZ|H*ER1rwofpDo%N
zqy32R5M1X)hwuVF*yo8i!nV&GKQ4`-6)`6XKDb&oA0qt&=C(4_qs&zq&vCx}$cjrk
z#PCLl%F)1{ibmB`9&+u=m8dbUOAJARPUgwD_MTs(2wp_SC7$bPdt@`bLYR9$>{6x2
z{|)Q86@E(DA7`#A3qKJs`beJa{r?-<*;?Q4mT*u%^B?(!gPDDEW5rF!F6=cw<87Du
z>ttW2YpX$1Xew-bGf>%`Sl0D*NlpkR#N%Zjjgu^Bl>}dHQMZs}ML^l3Mwp;bnV$Z(
zhWRY<g1nY3F9`k^8GX@lI3JWJ3K1P@=RpR@ZCuPgu)O&&ZPS2=mk?HCH2U~7+A=W+
zR4RoXu0B!h9mvH}5?&SYU`z@_S7FWAi)ircZFfbzFjftMna9)tXRm(w&g7>M;D)T+
z14<6)qG;*FPrBes1EZBMG?nMr3^x6opSd1<2``4bBoD(_xm4ZC{V(QWqv8j^A27AF
zEo~{j+YR84R7}07cL&T?zxE2AF5owZV(LxKvUXdp=UF7cMQUP^BQ;Rww3K7lA;i+G
z@7zvXse%i8o&Yr87LvIjy!c60eF(AEQL3L>MsTPCgF;||W&KMulyo{W5&5~Xr!v-R
z$-~gn2vOBM7Mug??3kr1XWv6qHm<Z(Ke~-qqE4lekFX(6_5UKqLU}0R)eoXRGs&iz
z%SxGTah-xYB1{s%pudFECB2B78N6al#SD@q`d6Ddtj`{gWkLuf2!qrHIX%M<<ONzr
z`)O>T@m*%wx`Bkvw5MfW4TrPtR=Bx(_*YSqBR%9#lp*{!)7x40J;k%Lo?H&<zg_B*
zHW%~VP@ZA?qlK>d5s+an`Kq65VWV)<_hSlhJOS%i%@uCI5>h&A5L+xN80?i@`MGzg
zw7w|ERvMIF<yru$J?;a>!~jY^AUulq{0zVnXQk6Q1>pfjK@s%DLp}2@pGXFLEO#-n
zNvH;S;QzWg`>>4e#C`jJLgWs95?BgR6y*&VU?FIKEP9=4x02O9XNhMF-RwQQJUcf{
zj>raVi5pZs)?7&?%Px6`YQ_%!e17JLg*!;o7_jiB0IqfL^v~~gq*}%94^wtQFUbpm
zGIYs5=guhr*UzNCzMKsTk6i@iKQZ{<wCI!*g_WTa&f+dYZK9d%V%R2QbcW2PL>}4q
zc55lSD^MCQBVMO1T`ZA%dN5~>7J(Afmj1nVuSd6$DAES4yp4Yv41h;m@(k!|gB%ZI
zltS+(fs1GZBp~kIt0>a`Hms);wee2{a`34yh9}yi5XAJOfDL%mo5OW37?SdK@9g;X
zUqX`4MKO<vJ%9{@ti_Xit<(Eiau^^s=Y^Qn@{lf48hBs~)?)p@X2tW*uRWWiwx_d>
zz4g<Y;b)VhNJ-~E{8NYyY;q?Hg9D96xHp`|?!ig3G;h<3;T;CL*vG*4S^U2hsMUY!
zwFhzh+_0PbVyy>X=*@D>%)cNmFMhL7-T>_ln1An!H^`WUlC-$^t>Mr0S1aadeZcTK
zUwV%}d?;;J?n*>$X;{i2>kH^1?$-fLRgNB_4J1sh43r2h`=ItP%2kQSop|fW@XFOK
zQtolaSPvJt^=Ge@K}iCx?Dcp=PZ$$5wgK%0+}*D*$*Iom_dw77(eiO@wc1<08<}Ya
z#z$d?mk?JaX0hM^gGrfIy{kAF2y%h_g@5YtANgKySARvvE$c_H?-c#;FtNuU;o+%Y
z>5@ox9MdMwKDV&;uUWar8=F&T3Ar91Sl(e)WuEkvLyB=>9snPM^(SJ;<$(te+VW?d
zHll=4{nMo@^CDU0xor5-Yt*t$ZT!1TChwOGga39pfc-{*cWX7JL>cc8x+i2WdMoEU
zH<4n+dZE#D+pli_nnBifbnlwXrLL%=@iA`&I!R3mAply-4}(tc!|q{7WNg>GW!m)J
zL3}o|U5Bc8RGtTu6o8p3-rwt|2PwfHsxBgb@o!N8mnP6@OxbJok*jMc9^g(Vg@#IT
z45{`sU>yQo7dxrCH0`N6v~hhqkQ2;+;y1B~0zeW<oy&i_u#i{8CAOwaPT){rV`#JD
z2lrB@7eE*p8r$_HRA<0wT2ZmHf@h$<UGxKm12>`YDHZssVrI%KJNt0jHt9dG887vU
z4diBvuBF3%+iB_f9P-k{#E@79Zio|YiyI(0VOA*Kd?{iXNGkH6UA*$`AK2j^<(y!E
zk#B<6v!-HXWe9NdrX4a}ZptoSKAbmeeE_dX1M*Z+U3@U#Slq%6DO;qlw8zzPPS^B+
z)}wv@V$MVB4}$9~P=~~E!T)2(zmaD(h{`30w=&k=3BQ;oqkJ%$KuMMQfm&CJ2=oXJ
zW!^|`P5QFMJtX@8+l;D_=fi<ox;z;OvwA%j>N=yQ3Eh}cP=k^G`s0HKUjwa<U+PSK
zmoxP&7%`2n;(nPmk+Btem410Oha&sQ^=`jxJWvcq`3%ir3T7f{J+1%{tc@14LofIJ
zc#t?jwFm{Yxv;Gjh0yBnl<=5#C%1OsJxU4J)~^3brl1!E?91A+$RM6er<_*fS4_29
zgx-Q4&P*JV2%?OQWt_ol_?M~Ac$rY_&1PPV;b2An^bT+a&X?DCfQ~uUYhhv&=M!-C
zJ6+1K8q-zKrMulQFxaw2$`l4J9=RjDDvAM8l3pX=hL+?AyGorL_E)JJEf{a!Ncw<j
z)x3xO;9N)ov(yVMfnUZYQgaa)jN!nutO53m$hTtPL`5SN-WV~Mzg4v?y62_AHUpZ=
zPT?VI-ZmK6v|3V+7z=jv_Kd+!do_+*0LO=qMY)l8gL2Oz=XQJyF~Fe1=%ki}Rm|GB
zmB|iL?HE$8Jg`C6DU$DD3E3;IV_#-sL|x`HN1lP)z2gZCNDXpbWO*Sw=S#wHIGzn^
zPI80#-bde}xDl^VxK9E4AJlGCPBSgM)<JV+E&E`FwGp{*-&=O!v(Fl}EB^dP=&?;+
z?3AqUs*WkMb4SpHJ)lBb*1V6M<u?kkvty3;N&0Xii=X0nxE>D*Kl)6nNsX$};lQg+
z5N^=Emmy}y@<gJaP4a{*Rbu;_`?RCsb6_2qS!sG0{T2xais|N4)^(>306%ob7zu<}
zJWUD;`#nh)tXKOX<}_W8ECUWRVhS=-*6VrIk4hI&b~JHb#Qr4qJnO;+(>K41%W*{;
zuV+SJQ^zR4^x1y+DsoN}?54rHz;^2G-S?LL;=uQ{p1;dc;EufynK2*!VjZ3XdfnXk
z-S-BBDJ%u1k4j3=t2K1Q0BCLYNdpC>8rC~(w<Qj28E-YD435mxyKx{buc@pBU}M10
z(&G>EHq&s=otU1gWDl`%`L+6m5vYr;7-YT`nF;*pR#C=7hA7u~3h3}%QiCY-O78jS
z%E+68P&*7e_&(X&3Z1P|c+}NaaBfORnGOrvI@Oy1Ua1XatBpS1rPjLvZZ9YUfSl*>
zKlQ_QLS0_W;t~0qpEtXrgH-?yrlXKlm@Xj_mi;o>C|{ExdtIc<`I(np>NV7|ux^7G
zZjKZqzJWl$K`@^jKt4>6J&J?yl$Kx8DBkeje9vN|xLC`oWG?Vj3PkF@gqQR7bwa6T
zARz7CeroxdsTzR>%p=eM&z({+cQk#wWBBfKe-(hXE}7h}R*j$GPpTUub?@Y!dJi)1
zzA(mM4v_fR%_2_rz5qn2Es0+V(n(PZ#yg@HuR3eNk3(lnWYUcmF)zo5@`>rx228+}
z;iegA;!*2?^>X<blVpl9m|JwG{$Ryi_|C;Pix;Vaoxh&o{egQ{Y8<L^SVo&iAulx+
zZ1<k;EU6Ie-^{i&jkr+Q1z`aCdnqGuDXGBa5SS>#_2E7w(B`-a{}K-~IS#97-75+h
zviTY^H%p4E{I*X_nn?cUoqnPb9zqm31&xG23HPc1;xj^u8Hr3p%L|f3+pLO;<@z7@
z6Uh@rD`ADP*4_1{%1BKq0DW1vc}cH^pClOFCN0Zz3JD>ix55xsBd9r)NwSe9!4|2*
ze6cCx(H(R#SYxcSEHV+x4X=Y*W9}Oz8H^oAZ;54Kau%YupsJ4E3Nq#`mLksJyIl5X
zVx+g%{(l%>dp<M_pTq3)+>37%k;O0H9GHcV`|>Yl81qr>KyG+Dyt#c2zY5CiD1@=-
zXvH$i0rTD&a;||AkoTr4+8B5YjqQLNrI8t}zvU>_{<q5*NHPK%pnm)T_e?)Z@{Ruq
zYjT+t4`S;v5|aycQ{L=&9h2xdAT6t$=_MEdE$$~Bg)x*odeKzXNr8!3%HI`+XpxB4
z$6|#J`IFPYlJ`3Xh7zA^d{mw7arE3*#HvygCXXl6YLjI+JJQBcL9u0Mv_C2+2$D^^
z3SL9FpYeQ_^n!il-nPV+!BmYA=f!MZ#`faEYG^UF)kY%t@v9#KU49Y}W9@hY#XIoM
zelI^E)FzBRHu`VZ!JiyZ7Ii;9LBP%3FVtM*1rOYlI2>Bs+GhJXbJ)j>EQX!`B!^)T
z5sXA^u>&oA+InjBptxaUNNjc?1)H@ITu<(wP^V^cB1Lr8S6}SSk*JHIu0lN&$Kq77
ztpHCDq~ux5oXf<P`+x@Keh-`s-Y-p6O(SB<D_4VR&<BuY&R}E0DNF8vMp|+n{Y?j`
zNi6z?w(7(pxnb%)n?MN%hGP8cEjmKfHIx6i-&G3kK)_Kg!962Pi7Rn&LvC$rBO)E7
zmdF_dQcRcqhkc1S=_i2FtZ(C`yFUvsFEk=X_w^mv^aY(0eOANM%t=U;=c0CGCeu>F
z|5UdFy)ttUUJr7NLYbFb*{SeCvw}H$Ld_=fCz~@^2MuQ~dpYvdCI>agKgdLYMvPLP
z_3?;=n`AxqCc$)QkqIhdJFWuRSuxZbtrn09q#T88kE`+nN@Oh$`uRODrkC#Rj8XY$
z2ACNE*@@lP%ZY2lbOGZld#~rUO*mH!&~V#28F|<e)y&6qw}OGJuo`@%h_6!oyD6BE
zA?t4h_1i6pFHUAr$)Y7c^UQdaNlQr5X|Nhs6Vo6qA7hoIh=b!QN{&9NKQlgFF5puT
zNwkVRTFb`K7v#}E)uUe<qu-#kVHuA%D8-(^@7%38M_j_BZNk~eX5dj!mYrg2;i(iU
zzAwG!+Vm+|`KMtKsqrcqKh%grIMWd~uzkO*?%-`*xIyJFg8FVx{()6%L#;25_;YTB
z$xCbHm3^{#|G!jTu89-nC<LH@F<4Ic$*PXFT;)=u3Jh8q^by^u3*B4Sb&*?k5Yda^
z$oV`9TuPYLpL^d;B4|pkXH(}}WJkLIjukltyDrZ3HdL^es@A}Y>|=TpM>!pQNpejF
z9S{8rNN=GKfg!KNxwdL70wmE*tY<h!Az92^21C~U<Z=V4jNunt7pfTH`$q!aKGfp-
zf4kbq`}@wM!5}e$Yj9$b50TiAENT}^@MI%ul=WY`Gy>X89#Xvlgj-Hbwz+YlMG0{h
zG!97hU*=2Vs9(2I)veW8pgbDEj5}S!w+O0B-^$zer7SP=TD~9BuERwJKyY>6PiU?;
z!y_&ceX!>Y`npHxJ^Nnc6r~QGmWH2>l4|=c!21H)?*Tw#HZ1hykplj$LCL~^j+l1(
zGr6-b;A`}gZHKX3`CQqQz>Egn3$(ePH`5bJ-&b3d81Og|ID1RhMB&o~?@7CGav{*y
zLZ=2qgXWZ{{DfEgU0h!<)#Fvr!^r?XTmm*{5~lJzn2vGbU!dISrjXfUkM0n$+-T58
z69db;!#-ZJ9OVpL6tn4~?Tah;=VA|oHw)O?!^vwyb|6#kVO^vSAm*W^*Jn-%j%^nB
ziKT~kn0sj#?qqb1hzW@=E5gBSgHgNw`ERBJ4|4}Ax_5nrt5SGGX2httiPZ(aUw#nQ
zRPG~<k{2b84L7=}So^XnU|U=8s~XxR>-yoL+7lv5Ds==$)pxXiGBl7ktCSPUL<+jh
zGi;h{BL=)XBVt%)jE&)NI2QlwVs1zlvIex28-q&&87<oYygHA*ht~y{^BCF#h`Re7
z;lMY}@>NzKo22LYLKj*E!{li*buq1i=pm4EiZGGqm5Lzyg}+6P$DLLPzff?go%B<L
z*o_Ztp^NkX!MZg7UOGMiKzqokLm7alR77?3qA$b2p|x>I8iE^_J_4Gb=rRpRKSq5g
zDSU{QIe8x#;Gwj7N+aL&Yn#fglDI78&0Fic*3U){|ArN*qqHLL4gBhCv`17W3LICR
zI-TV+tpHZ>mwovPiJx?Il*9wXaE#U<(Aw$K-z8|{xQ$kq$21=qhaw~00`N1r#vl;5
zApUuu4e+%+5Emq^dj+QDneME{b0`gM04?8$dU6=1-sR85UTm(j02Z<dc}DPm2Sk|6
zl*td{n&g2KX8__VJEm3R<pf!(+6NnxRf=K!Vfq*<fVP*~?}=yRrY?}5OS=H8cOU$b
z*@(Dh!xMWzh4=!$CkS=e)=p@$`H@Z0O%yC+2bscN)%^qFKgKV+{5su5B|FY^;^p~R
zyWg-<L#je8j|GEp8R}Fak(_9LBq?w~T6nG|<klq5#_bze8^DMvKfi2hz3>_nr~CfI
zBcKI<q>o>*6HxQ6FLHd%fG;n5xWV$&XejDxMLiS9No@a?0HgRf{j9om2!Dci?>G}S
zA?OAUyI`DSd|`%JcrNE(jIYJAy)9uFxGl`HRLXvP=x65mHT%n)cGeu?X{&wu6fhJr
zbuW5(1LGUP#S{RslFt<Baos;=l!aTOS?@P;lem)}m?Tw9$n86Qu`J>?Z|MA?tk|50
z?v-#YBN%fUK4(}4j6=lep|vkxhw)SpiIxC$4kU^>IoQfqTPSAwmJrJlkwDww-_5RM
z(?N;ipU2BZN_eMjyh0_=IzX;)Epv~&aF{$@!(qMiO#n45$yw2J6@BG-?*OoMN#bK#
zxU|>r5QuMQFv^*Kp5mr`19g$o<zGCrr6W@IU1}@<k05$sar3V}R1T)z;ls?-F~acm
zVR_)1DcmXx-EFC431+RbK*4(KR|T^d%IS)FqnaM6yf&^r1?6D%;a=+?W2BFz5M6_B
za0`@MX7!}=RJ?Ce4`tzflSbT`%A#t~?18CFuGXJeWl%8;*O;gl`uQfS2J+*U##qOD
z%>u<Qv&F(7u%Q~SEigAz2Hy1>X0FH1rd<JGfb<?YulF?#tYNso!$^sG%Og;xmacL_
zT0Zml#|iQ~J}Z6?d`ZT<@FHI#t_y4`lFJMFmI~R+5reKoHYFSp>z6FhN2=)nX4=E1
zHM@m*lGOMySl=0--3@nE#Trvb#D)|gz924pZ8)E|1V1Sc7{tz|Oy2|;wa0dhYYB!)
zYhB+_Qla0hutuB9shqxc(bk;DOf8a5z_;AdpBr$r4Ez!GHA0hjcHSkLCaNkX=#%4*
z!6yds^&qI-+bafhv6c?1WWl;93gLJ77r-Ov-+IP^O(|6c!?zK_id-b|G$ueotWHS3
zRvM+um%|mj3EVD^laE<Hq3;bH#*Dzl>Q#X+Ve)^uq#F%vIMc1tMfcD^5V(a3nnZfT
z^l!gdFKd!5H;XMO-VLa48o%>lJ!giIJ3J)-ZY9_SoGy0kY}ZFcYn(u8wAOqDuq#lg
z-G9$Qg7>GkMeKLWqp~^(;8KKFNV%@+4UZN|FJQFH$8JHw`BGP9K>y6wZCwF@TfmO$
z?zmk~eN5i1U2^0hOQ2(sZ3vSfE*r{qPnlB-j5br(-zEIs98~vIbe+LZ;-`MTgOJ`7
z=WX{sh!l|$p_)t6Ev1nKByp&tGN4h8wcdEjMUYN-G}nSJrbQ`xVfNzmDFu)Uz@d{w
ziqBQIEg!GsqTzi)eBi&KdnZ7mkti1GM(WtI)g-Kt07K$amFYmoT`{u2rJeCn#$uZ+
zC?vUEs@};-KM*bHc=54F(7AGyL92hAw#qu)45~Q_`qVux7_pFu-o(8v3y@u_x&g2r
zZ3+u#{-f;<_v9UCK1+Gc%MZ@M#;VsAPLVw}Xf+yKU#2|$HiEp5YH5#1rY1<%oh{8W
z^!{4?i?cj~gDseHZUK)@*a@r-Bdv8~Povz&x{Q)RK9T1a@mk8-7T}3uE#gSDKqbNK
zS2KH$VM_m7K;Rg@$(-@MT`me{!fF|cwUa`byq?p(N%MRPuDJ+!%<+D4=@2&pL5jOU
z$b<$0(=-DNN*6RC9Ueb;@b7sWwG-7JFlfVJbZYkFQ|W<=@S_fJ5^zzm?ali$kQHIE
z*@`(GnfrNrs<0B8$m%1c&FN8DJH4Pw@=!#~kAa!Q<+dJyJKozkVMLHRNew*lB1C86
z<}5;ank%LXQq12b^oJW>45_P4UN>XHwtGeoWhE<Yiux!>yx306%zK@Uvpmd-tm+%P
z1>M$brC!bVvR-E?kDq07e9OE>DEe=Jx$%+NCDH2>y4_5mwm6+!pK3QL*khi(0NU86
zZks~R1;4`g-ync4yS5^~#E>+Qh;1mVIvO{R*)vJ|V`^$J7Q3wIr|UMjGztRc3;ptV
z)K-&*$=A!$HC0b^EIGiOw|Dyb>J{RCp*?=yVO65gHgE1+1k;R5DRuv+tp+rH2vAL*
z^1^IZloRNO2xP{}PnZ((?h?rL(6%<YW1rFyjN5W*S*(_DSfmnyfBq2UHSoK{3bp(e
zWa5##5F8&}K3SYOY|@40DQcr+oO?w1K9>jD!8NS;)7!h@@UL?-_LIW2749Og;={ku
zG1BGeWF*RM??c=<OdovimZj{&#}@|Xo!oj8B`Twsw2i9}a#@zG$F0Qt;JsmmPl)$1
zrvZCDt9`@{G!y|x*fguYSz`H)l0<?HtbG%*_IX}o?~KE${c;XRK;lykgsCIQy$f_v
zln0J640!X{_wY&re7^1@bw~*R8_((LXVQiX<*bzxci8lYLr%k*_KAo|h94_;nhjwF
z&C9C(X^9&JGp+kwLa0DfjumSDr1S<fliJ`6I|j7PtmVa4@MAu%*#EaH=Ce$KiesWD
zO42WtG9GWpRy2GG*Mm+{63qz2Z7;`)2JM?VuwlAT!hWW5c`Han6&vOE?#2HdX-0@g
z;*86z#}m{nPMj`Tv8kALxeC-hRus{^r{7vhNwU#|SFmike9skTgxE2dYUUX(UB8Y$
z986qyI(mhQnNti6%`c)Z99uoWe8^W2uzOQqs!Lf4%DFH~YNcx+o<IZw_Wh!7qV4`y
zHQ8J%1cW5>buX3)&2?dn_?D!p6^JH!c0`y?lu2vNxig9Nx6NEIJxxIGA?Vw31p9r*
zo&n+Cxj_u#PJfh}`dR*Tp@xTcwyLnpoQ@|PE-$jAh#ALVAs{lPe%1);z(q0E-Eexk
zql$kYEam8C!bs{hH@-Ml@s~uPhjF#5`8mJ;lJ67~Gojz}Nq#uj!Xuf4<p#Zw&*Zqw
zAVs~qy21yz$KLzDGqXR3PW*R(%TEH!`88MjJ&lg`p=H4&4ut3@<Hxz$52$SuXo7`{
zWwPJ@>w+NWK3?J{Kns8CN>y9j_w8x;)XolfXr=y}KmqsLOw{6rBJy&4{vODD$QPuP
zFpA;SoRE*;7(y)SgGN6WNl~hwiW@K(@GHo{EiS(%tq#AR1~kOep?kgnPzkD7$g^p=
zdp>Q2)ijgqk^|--Ks}XX&M0)qlzVyBt+am3&sWX8dDO$gM;E*;tYdOve{kD1LzO##
zlaSmmI5JzU1D1NB?H_D&@A-zL$w`hpu!Hi~Hrz1+5BtLY6MAqdp0Z_h+s%K6F;ytb
zxTQ80{e%Anhzu{6bZ3(+d?KW4Y$&jZxh$gaXr;dnB4I{&jgj!2o)pQ!YeEK*mrm(8
zVk%_)2Q%LxuKF>YG}fc~N)c2qIx~vJ#e0HRw}VKUXBH#S-%)3#J#pW<6j=lF;pH=Y
zJWUR4%mIs=^G2_*?veiJkE^;m9Bx=}LiG@_8)qW+04)x=tji##Ql*e1>aXaEEN<mO
zFx)^Ob0=OxR4;3C91GzKzX1u`S7w}c(C@As4p5XMWf+zNFl_sF9L9eycMuppF3o}w
z7<P50;Q7FQhtZ($9<|>=cWk3Oh~F_ZX}|UGrXj1fS!*o9&>s~!&lhIG6Niy=ioxFl
z<K`!tL?{ZnuC)0$K$N1CKk}#xA<qct&DzdbmI!;h@)JhCHB7J;uah4aMkJB?y7`A`
zM{Eu^jq%Zt-=bPE$Fw6o92gI>eg4}8IUv|!nz6_9BC}2Tsj-2%g)6YC;>mB3mFQ+9
zuKrPw;@vR09N(6kF>Enn88D0(#I_Sdq5lp~+##R4CfL#HA8U%#k@Jy=@%nF<J^o@b
zq3_o$aW(%j{FLw%T9m(lss)23*!yGxo(4~BhGb2~Xwcl~K3$Wp!{S=F8BF0icHZ)+
z#5qql0fehU_kz#DX+`|^(wFaug5WApqYqAAM9I(fYcB4IfVdwOnMs@@(kiyo?CU-A
z3NezQi70;Tz_K#9Sp}&}<{t-B%{!qJS!pY}v;E+2`&R0hkfQ1_5NII8A+^aZ+!ZD+
zQjg=u?4k<sV3+!PG0d7aVkotC`e8R9SU-*c-N1|BGYPo*K!HxDXCB!bXlQM{9hLao
zCQ_~wQvZ`OICQCha`tI|4JtHKU`l~OWmNfV(&X{^Ayp@NOy$s^+!vgmT!$DfACy>f
z%xZCR3;BFbCV{=8{-)W&C&7SfN)b^rofBP*rZLWiIk7pJYtnE@wu9iH+Cz4GO_GKV
zJS~;|^)BpjNj+Uol4r3XA?M_^Et)n8oCjf1=s$kh?&WckF$3SKaoA3j*l9qisS;mN
z@vJghAjV;ih^0f77H{SX+Iz&=Tq(dg8TvDV?&^9kjf<TpDcdIV)Z_*1?jYO64VQ(O
zR8cl88-0X8uTV(tpOW3})+g5FDRs3rI5n}y$T=U7EJ8T2PdbYE{)<m~R>50EtS}rn
zA-aDW+F;X<&DnN6j#CCRTXxEAqk>RzO;%alLcR7!NE;UO0ltktd%obg)niy4@8G6U
zM*}P$k_h$xNfBh)qEAV{lWO$)C)ze2uNBv|gDb-_s>bCpat>Vz2bVGXg;fBv0lF^d
z<$Hsj5P?6AgtZ>Zw&lLVeADl+)UvTxPR*yJNzK{cz&B#*?LW-)jK?L?m9qVtkBA*a
zfUk@&Y<;g9wl8Oq7Uq(%f%ilbWexWsjg~Mk$$PcSW9^+f##4V%s@OjWP`CkFvefgt
zhS!f?7ywjpk7Z13kflvqSbitAw54)!a1yVGR)3zkq2F-o(Ki!N!|`bYFUtmcBmr7M
zEd*_PTJY4qM>?v@%=<V!7;@Xo8NEL5v3}}9t_ff2&eI4?3+VdF;lG9_<-c{6JaoVA
z-wq)SzQ|HZ^f9WDG}M}R5G8E<j^%37%cXw%e5trB96&2dYCG^?y*;!qX+S&huc`+F
z_`trfj>dh150|94pgTH!Laq6)DG{J+fYSBHPYV%@2(T-(WAo;o)4yRtuW+AY0)kPm
zIAps=VUjWa;JKkd#$zV&pZyqRZm!D)&FsZ~>5q*wa}JH2c#p8@qy#JCRNiy>r|vKh
zaeUb}Y*Q=U!lyo;rC@9d+K43|cu+@lzF$bql@SV<Nd@QK{mJy!#yutlGv{0C@JU*A
z1mw`%%SXT#LtsTn=gxuzuv+{3Aedd1;v|SWOJ-KF^m)_20qsyMcykm+rKFPtI|^Jw
zXM~*{Ih1f+{?7XM{vL<lmkka)5Zo_)g@zEwwl*`X9%h@fIzD87IK5%pHyZ^OgkQH|
zXx-adwxMK80_%4HSXF6`IT7j)g|uI&B#B(;x@%@C9Z6$*-tcTT^V%WD*%@1gGLbcS
z;{E0PD#|D122h7h^>BYYzgV<gKabtZvzZTh_E9MDo%UPJ2!QOcnc$Q<8T_}aRxzSe
z_g8>BVc)$qvmG^_9ClhY+tCiSmi?>Lr^gL%c@gs~xhGh@jT7!tzZXNW0D4OM-`R$0
zS=Q7h3oIP#O?Sp0Q2z=2yk46Nil6cSY@Lb_SYp;d=Vp<qbGL{Yb753DPEA9#OwBjg
z!S60fjBe2mFbveE<n;^h<oyU^_U!%Dh(jVS^$3XSmB9%~Ou%HF+6pgHL%l)gkt@`{
zGr3*n!ADbG8lZleoaqy6RS{}K=5W4DvRLr3=(djO<XF_<6&oE%Z<u6b{U?F|dj=?@
zK7{jLtb9Cb1Pe5p4~Y*Z9d-c|+Db+{_9&2>-oznTaHgVv(TpA`lpwHqst&LIta9>U
z5TJNa!R}y?0A_umcX=Tc-^SHI!IL-#)tf2d!gd_is}~5tK#A>Gx6omGq=1Iu&kK*o
z)Gq5|RS2fqW65im45o<P9KbdPtxy3<wEehFCRc{xtvLEvBScWkUjrY%m`YN=e%o+F
zpNIZVrOURD53QEVa!E(1GXn5K1T#=r^qrCt09hNIUoL-Qab1>{?*v;&NuZ-Va)gFM
zLfOszoz1^9geP>f9;Sb26XU%g^s}GvK&(%=30i%k*?j4;-McDrEz=20suJehFQaXL
z8{q1~)WuWqLu@sfo1ee3x5B$>_|V#9ZtC_vX|_k;LP^oRV>~+J9P`M-$ZLG{VIMSc
zDVML(*<YoMoOKzWLyS-|FTJH>oFWD_zI;<FUu05|Rs64D=Rhn%r{t69a)Xy(BeU>p
z(7=V0>Jc)9vn~42M-Ix2i67czpd>jeY&%d7X6A4CA*GI@s?P0aJCdPJ0DD$ptqq7l
zk?wSCJMCD&u*-yXT_)gFU_k7#b2g6~rQT~Sd`$#m3KwlOgMF<r|A(Y&0cU#u|DDr0
zsZ@$exoj0tA>|sz>Zs<DRupnQMTwMhiMg#*q+%h2Y?V;1%_S*Wg=TIGg}KfB&e*Wc
zF6aN=@BcjKInUFRN89)EdB5MU_v?}g$w)|68~N4J-z(wEk^e++i|L*b?<P{1sI#zQ
zV_bNzr<KFpR*Pr1YB=4oOCQ^q@RcQKI5&9n5KDi*R`saMKK64?+Ok3cmv~9lZ?xmQ
z`@Vq8<Jzlx_|TjbU|GKoylDCH_&BU5Qmx{Vn|u^%(|ufe0S~lJZ5?w5<~ffKluzVg
zVNhpoX@~D@;3RTZkxNNQUTi}pEqN?kS1p_;)qFV^aS~VEGAS;`uYCG(6vv$P8;lG1
zvBjA_u+g8beCant1uG%hEjha)j|s1|hexKK?V46dYQ81KOvLJx9rcHPRCs=fxt=#|
zPW;i{Qo-a<)mi&4linkAd10_<qCZ#!P3L53b#lm4R>*QV#25<wc%tj-LN)RPs21$p
z0Qn)3{PVa6I*hURQt<OnB1-G4C5vf%6Btc*Eyqb&{VI=h7nsy+M|=NP$MdfM-44Ip
z_E|;BAiy|ptsrSI_uEE|Z_^^m(AwRUh1EiMK0$slJ9u+eg;qP1<mLU&Es}dCVnULm
zcn9M;F^|ny4C7YuVwBjHk|0J1&N&+K&OhNxK>!$}oq3D`hRpkTzkUporQs=+IfVt|
z?Ed6HYQ5w9l@Cw*X{!Nn2|XaS`{y-pQEWc-?KieFfESuz81V4d_%XYa;SgZhIFLyo
zELQ5fB3k9nU`b6y#=md`j8xpY6iVknr0cZ8jncs{w!@g;9s>PZBwx15DmIH5v~_WR
zPWGP2IjlO!SgF(WcN)5RPfpihC~cW4@gZoOW6n(2FO_#6;ZhEl-D@coqjjo;Cv32<
zUY2PzUzF<B8ZYZg#4Gum;^yB4h90izVxf>a7p9z1&4TIrA7G?9;%{F=tY;yU$KXRQ
zwN(AL>RJ=dB^zBPo)*z7A>zsZImZPa`4r%EIUN4G(JM}_5g;ra=8(cV!z3<xVWmOm
z{gz&+dEf)lq3>{HCkLM=9$mM}oQtYNci7WbnFs+bjD-+DyE|!A-h)1tW~%`%`M2Em
z%ltMKeugBQ>+p0%_s%HuQl6Qhb#_&;{&<pn>gfNQFJ1Wx7WRADLP<gmv%u-2!b6aU
zz_p#)bK%nXxZ|=f-)tnP>}V2q9ajZr<h!kB?wO5^;S!Griu$&G9fy!Ke_xJ9iQn^<
zx`!8G2cDZM7G1YwKZsBK?rBk^5<&6;Sf#ph%G`EEIi^OLbFDv|#4LW*xLX2AiY1U_
z#O}N%(!U>z-{!wI^IBVu!q;>JGdEW`cnuUP$n>M>0m16MQGW?o6rRQyIoZ~Wvi{&z
z(N&)709}TsZc*`b@kpDZ$vLK8qB<Rx2D6=w4z>FceF`_!YPG*CS&ZECOtlN=2G!@W
zGvi#wh2{m3Qzq8dn2-Sh08M{iH#pIluG&c#$4YhM;XT(Jz-#S-QcrO4caV-I=kYX-
zeM*c7sC%3K1^~%28d_{#SZPJ3LfL5LIp|nQ303{{$Av4t68YbqvkludKJy$LOOtHL
zWf+)2wQmzt{QxE`z}+~av9;Z~`h%#Ji|_svj`X)=a$BKQ#|{^pY&kXkq#!<OtcB|K
zo^wzf0<}2x3(>g;nCAF7`>hdeTN<mAJ+iG;<vX-Dz$^#s?cO<Gf<=s5`^9#TI9X&V
zyk}I6cbAM>t|1KJgUC2F`zbB(wMWpI8{lsg;TK`&?DLccJ>Jes#l2auk5P-sYatYQ
z`;Ac2xT-~KTYki-54}nJ7Ia*oA_96v8G-c`#5<Gk{`l5hSk<w7>q~zln9<OXqRU=Q
zf8#&keVu9ETtHRZ;{QGJnRjDG!PNf9vTp<nDdfB@;NMxsuIJ@-+CFX!#vk-No*_=l
z1%<UsY}ck&{nGp!dK>NaDwAkk#87<kJppMBPv%Y^c-+-tEB<h(w)iTc0S^<_1}|RF
zP|rh64@MSUATUzJ2uMGYS59Aui{JBzu=JU2<}Mc<49P|+^kry&g+M5poBnB6Nss29
zf>RLnR8)ee?6J?ca}qC1Daa7?6`K!o%!$~(HzsD-zRp(jt(m%GUUzQ36XDZ1J<XIl
zd6}^YF4JAtzHmx+@+~znZBhnW7%_ehm)v~jSKO9mOZBHj*R5aQ$0`=nI4tOIz=-d8
z0C5tCeI609CRGn5oF?}d^@5rXy<AS=>`1(gpsn;@c|#p%7iW+?!73uv<;It<#qXT`
zpbJ!a<Lw&g)4Rd&gTN~lTE*SJYvh^`_0xKN1~N-TCme}8N6zElW5}K&UGY|lM^`VM
zn`At4Qkk)l`tGJOpBhyr@;51qK%b4l!+C+4p7Ez%20UbM+G+X<+svBxZs5A28%H1P
z%kWzxa!2j~d80z**^1mT9(O_GtAcv8aIbo_ES-KFYX)HyJO5Z(lRTtoW7TnFfT+09
zAD;<Vv>%szc=ag$A!VZ+$Wlj$D#UKE>ii6(Q~QT93A06k#nD8d^E@Kd5cJd05SU^S
zUi&KLHfcNMn&M~rI!tcJ#<|EJv87E38b*KcJMr(Z1wM&BhMj);@QgNEY8?5TDTncX
zIbqnZPQtd88Kx^zBj9~;eTq@aBrs&|SFdTSRtE2Wa(NkcHU`Udr3t9Txv%b7+l}UX
zIJd6|30Kql28sj+u9>Ik1j)!Pw7gH*u5dp=m}tMRX&$}WhT<l$r*b5n6J$4Y$Lhyg
z3r85jZEGQY(q;i9Fi?hY?hk#(vCNtLoXfLV?Fg$dX#oz@Ic0bl?__+!hN}>}=SKp*
zaeDXI=AQn+=Eh@>f&VhL1k0gGF)a_|nd~^C7tUP}476knXBrQ?{2aCjdT18NmaXdM
zT~qn>ZK#*QC*WVZdslF`8!}Z>$_G1MU5VIc+;Q?d?lw({rN}2Owv;9-s`S-#{F>0S
zvA6cdL+l$2I0eNr+pu;MSM7iH{=Qz#@DpYGh_N(EW3h?M>G4XX6D`=9NcF^?3j{io
zJ2`Zy(@5izOo3KWB;(o`2Bf~$NzXV1$bd!;_zWOApJ`t16~Y%TtGv56-GZe=Vz-J#
z@~h7xMecK47-CE{)_q=uV}4?fh|v^hTbHj6X|0`?*ZtvYcAO2J!3C!`f8hg~lAr|L
zlsod}hL_+x1w!1XVjt@c;&yXXL*OW@95cNw(A634$F)YzNnv?^Bbqi;zDo2ft$*s5
zFmZao?!m#?qUu14Yo2!|QJD!R;nP&UzL3H~g1N1;Xr+7C=9+P9HXbPmJh!VWy$7Ev
zrZQhY-w|xU^kxg2!3VeE&74v;p3ExeqZf@k{GJ(EZ|`V-Z3+FvZ01G#qSq5)G2cw|
z!UTkmK%{N6TG>!iBoPGiVY2K@m?Iu)BX&1fv~yeOTn%R3C52ed$IIRjDsFg;Jbxw5
zPldlf@7fKngN_Ah3P{e?)zUgY%C)B(>jh7$qh17wE6gNu6zJvK#CXzl-|Uqnu@rZ@
zDVL?Zw4XiW(lO^z`o60A9v-fx=18vX_HFtB<6o?Q1k`BN`UQ)NL8?Q?0@l|*Dv+xc
zUR)qJh7{?|8q9eDH<=y5-&bDKMKrwr&gWBM2dKryhG8C(9O*Y~eZyjEilfnTH!jCd
zby~F*%)<PApMxXpReI$yyHN@Z6i^9$Q}3Nkf6$4RgKRY0*nYFaCcBIU(*3ghIzezW
zKH#l7v)wa8<R!Y9G-rSQ-{(cR>U-d-CIiy11r*?drR^gbBmCKRaXLoSz&;T6SwW>+
z-_@W4j0P$a*P&(+FaVwW3|^hVu=^m*w&j{+sC;LsRk!N<%}i60!h}R;eyqA+Tej(1
zvb*hq>gI2vOw?RTu)BZgqWACjj%-1*gYA6kBTeD?9IF0E*cR>KxMkc^Jif8W_cGek
za<OiF+2M(vqN#^XqI_Z?b0br@h@G=^3qn~t{lTuTxR^J=<tpeY4ziIg(MC)j_%6X1
z$NH$CpjM$gTHuG^{*oKPCyiG?=J>=%MY(^tY*BF&woHBQh6iNK6%6t34E6iXD2Mi;
zxB`$iK;UqZ75$k^2rdhMkPlcMA3d#tC$`~-^J<EV%%4A!ela4}3bD4~B@A4P9l48i
zY~!{N-C3wwEX9=(Y2bJPdL`HJCksbBBQNm2x0o7q3>gVY+B{V_86B8*nRJ5N<XEI4
zU+xSWO@QWE=gSTs-*TN9?UCrAAv7N<IH#q&rupNJA+45M%YGC$j*t#ZxZa{o)=jKY
zu8bo?g-`M?ed~!S!7dW`*A>vhve(ZQGK9~Pn&M>hd!!kN1zfhN&=xlberA<l!p(1+
z)h^l`*eUy+InE@bD@Qw%VqKb~<w=t|)IAukhH<WyA#4XO-%qqe&V#w@g`;h1%A=&N
zA-+n{C*S&b2D2HUMChl-Gq>$fJ_)(S_`D0y<Crop2M$bDs35M{p^xcn$<>CYMyZtF
zyZj+F*V&<Gpi>hYUu@<RGj2v6Qk(|4+9X((S8v0AIA*v)lMvT+bkRpq0WWz3Dtetq
zHK``W`>j(=^^O57k^B^y9I9SRcv4}eldy>1V1rl7G@$PZPBhL>%lfzwQ%i~al$`P^
zVn}9n{{?F42pcJKg&dEBNq2=v<{%AaG_;o6i|*yfzG~Nt9Sbe`;+^f?so-xZ4J-}Q
z<fNRd1oii=0|KqF{AG$7_G1Do-#RU=j)4r1q>^Mjs{~%LOZ(KIa^Gu$_4p(Mhy=0m
z?~0d3BA@s&ZYkY@w>aM6eK^0(X3RW?rW$(`sVsE(?b<ygu~x$*%~{&UokFj1JQ)iz
z4zWzXeZ5Sj=0VShHAm20MK`>UxBN_?Rabal*Jd2#@=2U_FB(Sg&G!4JwQCL2{aEOs
zOQa=wM9|yby6<b}O)@=T+`{Sg>=>&8h9%%Eg;~cAjXg4L|F%EaOP*o)+PNO^*-Wdg
zEkUmIe{B3P;^wME0qk~QbUI<YwfR@NPQSMS1|>rgEX)-2-gvO4-ArBdN{pBYPAR#T
zVnDe5R-G#+x{N!L?%-AVptyk$Gl(_b2M{j&R~`9^yLH>p4R5E^t~mqTL$*WanZ-lf
zjP{CfnI{Bv{i;MKsw627HBG&5gw4w}yNU=72=K;frv|U?@mVMNi=r)KsFi@xv?;`@
z1woBgbxZ+{iKdM?BtQD*eD0cSfXbv)v{6d`aYDGCxG$tc)NZ7Lu-i1cD~9WDS#34^
zj<qui=f}o3VnHnSC~`tUk(*09wSMluRi6Yf7r7do`8yDFWNiH3*RbY$u*0u&UOHgn
z<Qs9I%|D#qBqd*9*2o*aH(vP6=#C`uk+|8f=%dBBzFxlf+~to<1)R6IPwwe<M7Lpx
z5ZcPU0eP><ry;fxYj#8u;EdNee@+u~g{5CWysT^AgiF-3G&sppUZdqg&S`quD1^DU
zJn)-xl&U;zaHtTBXGLo_IO!^SahoRiXa+AW06Iazm7CH?*RNMIn<Tc%loLgslj-t@
zzLNY+liSsAd#1$Xg>Q^Ve-o=t6U>r67YDCCd*XjjTn-BWgBxZ9(-rDpg8t!4(7Ddp
zHIc2XSJ)dit*ZlIHu6etOqq?nXr!$At{Gj5wqc<L@!u-JP_>o+m{;f7+y=r+lwnR^
z*9E?OeUe|qq^h@FgJ(kOut{2fgUQw;fCngCu$hUsJ4Z-bV(HGZaZsoU5IAzqf;_ZR
z7oE9WtSvBNLWy^$j3<fzfRNMea+X&p6Hg;Dz-tSmA4SDw@ha*prARq_=F9hCQ1y4=
z2aR8nH<3ns8`SQWqTXJo6wt+h>(Fk5Y9{f9f0u482nDpE8@%}{=gPVQA%{N1D^6^w
zvE4T_-re@Yr}QCf#do{KU2Oc%5wUcccpMB79CI5W6QhfFcDP=1^y5!fq96J5O!{{`
zKR9%_pfZZ|DTpL1L|y~a-$)OBtYCVh6<S36I52ZH#N{Wy)h)!s@t$ZmFb4{NtCk^Z
z&H%bZF5UI!+ouRTcXqg}I)b~|rnCtTXgt~Z>}?}R0Kz=P4=VmDLTxL;$}F3*STk_v
z6rm(;YkchTH5j?MN<);FD#O*6KGzQzTG>6p;@jVIH~Q$$Swhhov8jEXfd!$2ZG@({
z`Y{jtjOSdKdhezg@U3(v*pe*94i_mTkYA-1cw6FgdU3a^n3pm<XbSj(*DngBE)Hs)
zX9>~d@dqr4r5t*tp&|5C{e)f^Z_&odS{}<w>d)at;s@{)r%QwMjjMz#QGPXoHmJR&
z*T?Dnn?t-vF83!5$`}TShdbT&8-hURe5hAr<TjiEL>eHuXq>yXt=Vsvf$}uSBJ~cs
z1=}?T@UgQuNF(Lshyt1<_<fvx(C;>>B0mrmFTi)d+qt`W^*>uN7v$<+syR^ja!vW#
z4AMz+Jv_uOg{er+3fWTfvihxTlQ*`OQgo0soU6RkRmvWOW3)#s^8amomMkK})2Y=e
zTXOf!DHFjn%kWBY^C@E_sB}e6Swec2#0!1(+xgXWT(Ng#_@<PbXu4X%%7#z!;8ig0
zK+@8krf(KnRR78)e0ST%AIUU8`8)is^H&+JEIz}btmoMqE?^Rhu-7lXjacLZd;GRV
z@0ie8a3cI14_)k&{#U5ZHH2bd7mQEIPwq^aZ4my;!w%&~c-VFd52SS0R7+->TVJq;
z(@i;p*%dX~Pi`Z2k^ATClZ<h)XgcO_30eo7nXq?=>%mzv=s3BWp;FEB$eB_&&STa@
zA`<-+duT(_J9Fk&Bp;miOAlkYfT`(*`nOTrYCh<(h!CnmQ_}G*da`HSOZPTrD)*Zy
z0{j{_w=FVv%i3i0S2wP+Q4Rlb(H4d@Q`;W!v4u3Q#=@4>Zx&QryS#O9iR!&CW#|+|
zH&gMu(Ki{x;F~SR{mQa?*;YQGx3!eByw~>*%30u+`v5<5KFj+|Z?8H{znA6arlRu%
z4?>8GY<?r~Yoc%w6|*<e>uM8t@on97ak_JBOjDLN1espanWRd7AoN5<9W$o*A|lHy
z-#3NDh2RpJ{phdZ=uQ4+_=WLVnZZUQPttey>R;&b*XlIK#=|$kV^;ZT!)5p_>qb)0
zW$Lxms`yDEMo$Ob8?`pPIl0D8&aQImEbTP~NV3I~lrl7dH59+`iga2bv=(ok(v-I@
z=$kyhbn^fSfZe}Vk}$k?9$tgbS;UR(J$`tdFCTwbely;Va<8jKB~e#yzw+Mu$eisb
z>hteN%ieokh91`Ft=AXIu?hQ<@EPRD;mziAI#VF-?@W8OvFRoqnO1U@+nITWd$WwC
z(xVsFyoqy~Eqgo~szQpa!vp)`{YyM6m!BxVTEXs*B4HR@T(U;7w8L`__&KMYuCa~U
zPM`yB!&NOL%h|=gaX7q`dr#ll)!}5^0EDkBPY;tJS-C3Ss_|LnJ2kp)y@X;-!}c3J
z@*cx81J7}fb{)sF+W-90)Lx?v@dgurQZgwpGL`G;NCB!YSjgVGw8|p5?v~R&|GVF&
z+??Eca?=FV!t)NB_cz5)?!hQlC6^m1jof5@Ddi)a`SH+!ZBt!y-!KD7hh*N;cW3m-
z0k&-B3`<D{wnj+Mwx0X*hk|*qxTFo;C!+V;|JdJ~xjVd`=(TcU4Q*#U=}PLHebK8&
z#*eSTcC8a4ncw=}v&E^EbIittn_h2-IaBi?eNH~nNRAuC*cPCE<|hM18|9NCCXe+!
z&<_lg`ex#dF4xvaYIE^ZT3G;e2$q=ZU*xViC^dn(pER?5Ibf>9x1yhQ9l1aiQw82`
z2Q{{iK-a&I*n06|&P@EuS}xQD3p6k$xO0`>mW=^<cB3ZE`u$f`q72iKD*(XHkkc{9
zp$OTj?Q!FAC<=FiT!Lv9YyGs{c|%pOK(&+A#3}VF#*Y>bGsHp?Rb7x=_RlxNXmBp}
z`wNQg8$2>i@F}n8o5#U%OkA6VDsgLt_`g+2s>#n(TDBWwWxx`??t?!zhj-5=9ZMOr
zNIba!n(hNTAKM>vnJ_NCUwA{)FVRoSOc(}}fW+IO?s>%}8#(H-E*2Rh#HeTHig*Cw
z#Y@3-q46k-94H!ozhHLnHk(@HNGo-;h{O$xx?R-g(SUHBP9IxOoMa(3biQ2hd!RYM
zM^QzKhhd=xhhh?Vd>5;v|A<MO-ma)UGpm}wJXel4ZV4msL$GtU%PFhtg-**U!48QS
z59uBXT`w{)p$b3SnH{DyZaD5Vy}cT<e7>Sb>mox2t|{e2C3p1%L5fF|*%9Jp{fR%=
zp_$~#M6c9}NBz$cN`HCxa`3T;9gxKL>$+LQ!D$%rKr*xVZb;KNnJ(QPq(NCfW$SJC
zgX0~Hl?0c=a3@}wEGn>^B>6G5J_{$6+i)^Uuq>I5Gx;OtWj}V1vZbesRyq^#nUV?@
zxc7B+l8y;o)?C4<7bCUO=x|)rBNV6!k|*ABzHY(~xkr!i9?Xx=P%0z*JGOp`#x9Y}
z=zwahE_(9ehK{(ZzRu1btu<RP@ZnR(uJX7+1{q-rf)&=GazDA6^j`}Cdg71;6qcfg
zx~SvVbxftkJ5>sN$d~l)&Sq>GWdLBNR1hEXC%Rei>Cekyi~V3F3VqSG%L4O>$DVil
zhgn}DLt2-q7ra8|yJ<>c2%DwHM}2&|5@@h}MNUorcF8Gp`8Y4E4pkQk3wE){8R5~O
zh~{dI3MJy{q5{+X4z~}0|KW`bH91`;#(bQf?T4K+xAW&u+6#D0ib3RgAsq_`=^kqm
z!U@Xb<*W4d`1X+L$wR*?v1@YFyOneA=d>3bES#g12T#enN8(_Fx#pI7$S%R-2eXtK
zzoaeSBQ!5t$bQiss=iXsQjMFAdQ2`D_L!7e7m_rXLKrZKbD+xG2Xi;8(^X@Y2(Izj
z@s=&rmdJHHra&(@PXDit@B_;o;8^4ZK@FmnoU0LsWrP};_8M{4gDLrv$7IME9J5NF
zBDIC*c<M#r|CD#=Kb~Z@pSuT&Xm(rTzmdT_bY1m<`TlorLn86S{&gR40ogv!k)Gkk
zt(rm3kHfxLNqfHm?%ij0w*l1XZ?5dD={UrW!N;C!W62uRD$*+BWSO+gn3w`CT@_xe
z5v!yl2klaM#d%b(9GdbPeTT#IJ<uY9tH?4&usD(N0{z3(ie*(^Do~lJ!dE&DVNXU=
zUxx1#5%pmH2f7sLhr#4KH&-AC4isx${QF^@;{*yPI23|84^ub!rM1k;SaROCXr%r*
zi55fZ0Z2^{Ar;L@Gf4~)fd`C^f~kux@swG82nmuk7wqlpu^zjo5D%!qWE3v&-Dr_}
zr*N~l9sYl~%`tq>Pn5<jrJIhDWr(RNR_DvU0lti)eB3iAVN&e~nfd;hyvY(LSH~U{
zfvXy)QuMLNJTc|K)dlqS33OL#YRVz?Bsd*VP*5uiLKEIKg}4}^|NWR~D)FtNC~wz4
z_X}Rq;%uDZ+3A$GBpBqy>les+1nYzO#Y<y1S5QCQz}W{WG48i}K=@Ge+ujsReB#;t
z=o0r+i4G5L*iF9uwj;FHu%q8op=d=rAO{1V6v=7_V}C6;usVaJ0&$D2i<obsi>P;c
z6Tn&+NoMnFgTz%)uT7&whHo-7YK@-oB2O^)u5#pL0kD-f@)xZdTy|l}bmD97NDfmQ
z&pPlGj?!`BzSU>tF42&^l0T4G2gaHRCY>M5gZxw{tD%MxgUZ#`pfkyDlEwu~?Rpmj
zfN#wF0XKaDKds?oad5l*A=MJp0wvX9xALE-xQ|Q2gwTa4n^EQABSS)DI4t0&ef*xS
zok7vdaETyUV!qBATkSD()3h_qj1P|)Rby+jMO(LtH+~ZGbu>3hu@5>l#&1ln*~z$j
zTHIoCH7jHQU+MZZ@2`~Y?Y-h5xXLhT0(~~`iXzD|eDlxSC-yG&B2M}HWdaGPJC{#@
zYn5wzdy_TECB*7`#HD4MOOq0vz5fmfTrM_#!Y5o^ei(=^)eJKO3zMJ*!Xf3qABftl
zIn~W1zU;#rr-lO4lgmPri|O!-wlU-qZvxvQ-Hh+amzcAr1W_9T^DxQHuQ3}+EJ$<e
zX_)<aZ~VFGs$4C~xb=NWdr+?P23K8?HNBaRXq1m2aH!(CZJRC-6Xx4`&I<6U**>t1
zTbO_X@i{}>Who5GFmkS(Bx;p{YY+^lDsLW=)Sr_~B{m!3enWk01Xh%fWx))1;yerT
zOwtjp^IlYR&o%Y?;m6P`CyIqQy1In0d8ukD;q&T`^Gl<hcdM=;qt&sz<o+Ci5%`09
zJjn{QH8rQMs7x!kFBior=Db?XpM-Xz(FlMwjpm%njR`|5`Q6tP+=Z$?_u#L3_ssff
zjbN8D#G|2>Y2a<o*MSYJT792H<LC2SA$?Ot@BnEm-W%?37uT|cEyL%AKEYN!*(b<t
zO*QC9FMN?gifoxen(ahKRi#SndJCxaVxzW9#4tAltOIVs6SQVgKr#*08@-hnB4hij
zTx$*I<Y%HE&qA|$oF+svU%$EWHy#2y&s398a-VyhgaoyQ`%f6t>DTGYb=9e3xc)0y
zUZnuYwtcXui;mSJ{5|$!LCjwF0l%=V)#|nF{;9|a;lJ~Ep-QAi)q?HOc?R!+Vbzvg
zVW{gKe73r{C3%_Q>ItGc;%PN`uOA#7>FURj)^<4D9ZKbzWn|Qar+tMD4Q~;HBlVLi
zKUib%%3r9iJm(wW7^eo>KvXSz`tnQ1B>ap2R++FEqK2{pU8YtJ=3}CaDZ*H|ki|M3
z#b_0edj3S*&344~d+@_x19GFP_r$f&%Fl)aWa_GSljoBuD}h9;NVnMf56u5)a!*os
z4+cY9;a9vjK@XqUY&HT)+iUk4ejDPai_<tEPXZ*)K1!l7a^5u3^mi}l1G&OaOOT54
zn}B9~>V7s`-6@TOjdO-r@Xl^@Pv+_=nJ7O|e$a^PY0gQKf4SXQ?*a4`JJIU`mHF--
zy2o+`yiuG97?PQv#&b{XTJEKiCRUb~vj?5yj9Fo{Qkc{)2pZ1s?=mGFo<o-Y8Ez2c
zRz<3vH^<#1sWax<3e%CHc)yU<gE`rL#k_!{(cLZ6Tsd4U8zb)X+J$l-mZ~e3vl-Sp
z*ha10E|cA-PP-_TDrl%XWM<eQG|l#@)~_PY)oC77Hl(D&nE?*pTtZCsj<Pli{%^pe
zSG?Sh-AN`bjp0JL4d66A5w{;TK?!z0I&}ewBI%myVm`1h!KC`8JC6+K+mFl}M%jrS
zI0G<>+VHZHApO(VtX+$eCIw(;%Cm_l914MXxzriGSQg`vJ8yp^sr40kDfep+j|Gfh
z8i#*_q#CsT^^tMRi>1bTj|^atu{6$~86j@TQ1IQa=jM9d_Q38LMojTlvp{zg9%TJN
z&&(O6W0Y-<I30;^5Z?Qiz_F=o{z|@b=?p$Gxk!JXiXC)D106Fco*5K7aNHRuAIRN5
zw37O@*yNb_cY8HM^pa#k-Md}iu|jSPzms=q<+|GN>1witAD|m4LG;IO5>5P9iZejQ
zkB;uPHev2D>N7A6U$S73{G#*tr-zSqEX65T(KF!z%Sq;ZEN_TVlTjFhTFEwfOxix#
zU2yhWUKd{nPw(@$4K|A=RTtqz4LBW9ZDpwh%3?$ZWA^HW$<(NmQ*4(F3=dI}%!KK>
z=47BUY}+!+iC`eb7bv~OnMc+NpAX{Di>|9MWWbdEXK>#UysKzV@BtS#{CdFRX$yhv
zU?FP)CyO3@SJ=p``UO=4!$HC-Lib&U4irtd(qN(yQfxZybZV2C7u%g1HvK#ONRdM&
zyU#-caCTaCBuXdGzUl`!2MH&xf6mFA;btk}`v}tf`X5ITr&4u$M9}TCs3$NDYjV3r
zD*a4V0vRU^o7O}*1IqU?(GZsT$&aq&xURU0XAy>$=-$GlKSy5xcsGK9ze@NOrtydW
z*w{Ks@aPw%l-1_Ptjm6DwXIbifn~?MgVoRP3MBt<!=IkkYiE4j!_%MipVGm%%M2G8
zw~-lZT?F@P5IgSKMD@$4aBo5<`TD^@yN|PGR5+j8!@XT^*snI75l-T9WQ~0{0vite
zh_V^sKU{)3at18-Tcljsz6CgIJGc<%TZelnm(Di$<lxM{<je?;6J2P4dJn%&lhs3Q
zEOvx2?#b@LUNnk1H8;rFoq&dmLqyN7KcG}<f<=UcowN>NCDsilAn_|Ie81H&bfH<<
zSLmiDFGQm&A&K9QXy*n3N5{AfIZYV|dI415Ve#(PT^(kOtSKGe4l_|1JA$T>T!NJ@
zjX6J`8e2G$XlS_w?&}5pn`R$7lf-g<e_`^vgv4E~=(blO?c)jPN;l_P!9NKTh;<zU
z9gClX<G9p7QZ+n7eizCEJfY}ayp|mjGn3Gbucg%PH%5UhB(Ts<2NnOFKI1?2)K#Uq
zbOf)<^}bEu9?bXr8aK#EF}a{>S-i`Jh!-weL0*X*7kiZFSL|D!^u5C0?_)b@_Jb_Q
zSMCXtX-?Y>vRF!#I%R~3i2%P@UHEu~u%a~%jfSSOc)0aguUE^;^-=CU)I~qjxb|uy
zq2wyMBO+6yF#qmMdSQ9?c(<I_iee7zX0lZbT;{2)s{OfrG#DYsE;Af-uOK<^q-Jkr
zNWXX}#6UF|OX2#t9Ddur-v@`RW3C7Chvk^lx6;OrR>V&9c>nTNI8X=x4i6_UrCq<0
zx-{nB@qpeSy3rkGlHcgSKWNz5eSH2DMFwB*j~-@EA9xv-%XHV8da+@~;W(jQ60A)Q
z{rj%0o+Ya6I8$5~Sav1sWU}7mtz}CUumo{W`$!5tKC9Omx3_;mJXdnH&Figsfn%4q
zynFz)^pZmwN;mVo-?TaAVTqX(F9BA2+ouf?E`;SHW}}gD$%C23)+<x=v?dJ>db+-N
zkf7Dm7}DNUd|AoP%R4~ujIUww!XKcH{cj$q61>D{TW7O+5pf0`q{s*G``&g-frGPU
zz(p@(eEwZ=sHzpla(;?llWO*NX^7riza=Rw3C72ipeJ#*s5vp+cD}d7l{R2f?-|E^
z^FP7cb<T#|iwpOLs84oP%?rA|jKv7I)DxYlj^+QF2GrnJc`QW7c@3>IYfHb6$8*~v
z=Zbc@bcmIKqOGLxBzQmW8e3IjrSajRa_)nR0v#L@OxuMrOFZI1qe&4C!5^H6w3zM*
zLnwLN4n_ns3U8ph3gQS4#Cv<e7w1}M0-Qg_tH^^|vU6g`0T?N9PPW_=Y9Z)Z#Q{@$
z#UnyG)LeO&kdGW)AI%kyfsL8V8G|+lf8Y#h;2;&)Wt+CB+M{ep6_-5TX(X>_`N1%i
z5}^VnD>32jte;YMc|8zxAbT=F4963)=yPv|<3fZ6y*+53P$YI+vH$2s{h5A!MBX?s
zfTm!hie%Hpp|<f+@!2MR@$Tyud-y1$BKN(~Z^5%^cHL;Ue@9+IyOLbK2>%U58S0D*
z#BXL;4xu;DuImMWl+~~x+tuc3;JzvqG*Y~0f&<}qRd-tllki-P?{&vlo_wNIxOb+d
zX1h<>xA6mJ0GS2X!LElB5z6aRyl}eT@Rya43`xgq(O)%<G><8M6(b_#eXqWp-vrmG
z-D=|TxmE|WhrF|1@PRJZb17)Ck-K_^J|N70(@()3_%78=*-~j)Gjev1cm&UBd*m;@
z<&8-P7Mj7~CI7;JO}1$AOyN7dnrH801;zdFM(j_q`(Pu!WdH8&rP2Pa>|usW*{cRu
z2mkbt8v-}y$KbSCF90~9(CgvI;YS*jd%Hracn8}Xi>5+;!vwcw#tQrf?y}tbm@2Jy
z3NV%ZyR3S<e|0q{{3HBSeu_Q@X7D@SGd63(HwFplIxI-LcC7OGUs#H1tgCQmu(ai#
z(?l0Mew;t@HvfsOMpxp63B#M>IU}x+)LU@T?zw5Ka&y@vv>WJ!24>Id<9JY~_a@P*
z3BI1KxAeeXLu~c|WJ`>5`hnkshkfEWeG&9bvrxvl!+|aLY<}JlcC}mam!xwAnr80I
z{0G)MN*C=0=rLK*Q+*OvwdtN7uQYLK6P}|86g$wK1}Hz1dAA#rHf(8TG2NQL*xO_o
zpf`~Sq{mOq8MZFjM_h&ZxVdE<0S+_n?||*CYLd>UB;G?U9`9TljPDadHKj)=)!AXB
zmeYWJ5izN7wrSfI`ZVIi%8aDM;wgKNW!)WGshP5uU!Zvyo2$yOv3tUw?f8heLsU&1
ztC=w_khva0AkQBBZ&gSl9=IdMpNJlqOeV9Br@%I~|J^_SJ)oLaMW<X{dS=?L7EeZ(
zR+(Q@k^>_K(V}iwL_I(=@cAAV^k|L<&kyd`o>Bc=hBao(kYKk!oP?Upg=wH5WA%HU
z!#m3><Zf3?=?DX&<=U#Y&83%`HKPZeLIf^9`!QIV=^Lr`vVIb)J5~po`{cqT;z0Yq
z9lJPUye^(dbZ5p-^QL2nO&`L?hk0J5zskPYx8WB91q%Qn$8uXWT5E~|wmWnnXN@<K
z;=<8_Nj(;ie^2}zzYz2$kE5_7G=*$NSd%*JEN_|BPNL(r#ZE_;9%na6ee!D$Kc7v@
z3QzJ5%_e1f!DZ$tIAliMka3?5u>4F?;pO#Qq7M1(ZbO^QI29<Gh4g>H6<>|FJUO!@
zvku*}sC=*^tSs!YdlG!-ORvEVIS{ex1D1zbdb|_5ud~oBGrgT{AKcl}r}wen65S>T
z^a*a?iOU{GwhApT?j3)yv`+GXJa(||@kaN+Td<-%Qq-jS#D|oIFWY#3d!)9ww+yRp
zzM#23OeTdir7lQ<9)kml0Fkt|C71=FP7>ti*~Zrr#B=3ms+yck$+Cb07g_xrw)zUg
z_8airI#zNSU&g}sV}!`5i7{#9QMGgy?Dm!O`SHno=YohYa_?ho1iBW9#{><uPQB+L
zNj5~k^;4TwZzTE_%_y8dkPiwcrI3s|<i=jc8y(tT5HbMm1+zh<ka*@zp~xrvhq`@W
zI?6=WNDllUoz%F7NVps+a2|pTCqde!@jd2O`E&T5Dfq?KDGRTOnD5S4XEe3i8^J|c
z)VD?xdQ)#bh*NNR3Zu%TBJc)ewN#*_c)EHxW}Ho`N$9It#*Hz=PbKidPK7rSg9}kT
zb#80g%eaYiJ?H0pStaasvZnAjbQ(X=t9()~mXD+(lon8AUMDc+1coHem;15K_V%ma
zFYG183^ax{S{xh;YbI4k$%r<+-WBdp;Nzz9Vc~cZJqRy~ftN0vTKHP3B;>|5jCC*v
z@xNk2LO%&MdpOUf`EfcwETdL@#*amcgGdQdE41ldD5TrGesRw*Q7}Tl(?u(*x=KsS
z<`*60y1tE2rG$(5UEh5dOavmYq0Wcm#x>7U`W4$r+)e>{c!;EJRIV198$F}aemSvD
zS<Z_l`1E;4CE{f)`8K#OYhD_$yjY^h?4vm<WIkx{t9U76(pkWj?1h}_dfTk1kYw2&
zNkw-L#|bM0OPzn+Y9=NOG}0yO{c+Ml$2PqaLQOiacwS?W^+c%qHY92q!>O|T)6bI2
zk8}-RKA3-MMe{EJ!_xSjGC!_S)>tdY#m5<BC@0ONAL$#h)JXc<^%rxcce41w`9{Qn
z53S<8-;l9of5GjFir_8V^WLUkO#QtH(Nm*<$Xn?4*+26CZV%x(d&tXM-!U>{ga@3@
zRWLom#jd#it|e~`c|Gid+tq%gJSM6K(ll@(Gj;8RrO^?;fG*7$O<%3>$2$z1ftVYf
z?OWG8EsFf(X2@AFUOPPST$)QxUGs}|Tk-0>SfcU%CL^ocw{Lys2L*XFnA!a^_8mej
zl|7WKANs!#HCH4;?y|-g-RF%lkUU!orMc1S_aW&;ek2aXTJd&1DZl5`ueM^d=F4yK
zP*i;e=Oktp4~8>rDgybc3{I!%5uGB;MSpl*x9$2q8eEw<hx&YB`TWqoL*7k3Ho86D
z)t-rvP~D-oYeeZss2et5YZ5=`ytjWslS_1WU`70q5$xgVedk6ud6<b?g4rV$1{gQO
zKFggPM^`aB-fnw*<k;xU!K^4ekINL7eBO2_Xq{SEq1e5JjaN!8$+<LzcsCg5VDmG)
z*?)3O;EDWL8r2GR7}azr)2u$1cU^U)9OPfSGf{uMnyR?H|N5;w^=^`=p*wlg^_B*y
zqEnL_DQRQqG^hH-cbMlnsk+(Gv}M)g4E^-cL&A~U@l*IE(k+#^X)}+LkCWU`Ott34
zfE{I*dz+2b79$n|<ZYBP8);+piN0CS52z&lDst;-!WrNo5v5?_7OL1S9haRb?K%nd
ztkHCF=MiPK*muVQ-eA1*>IpagTcr+NIEpD)+RP;=XQfgsXRBLt>K`u5bP>IJ86vv4
zg`7Y4yzJ(RY17K4Ead`O{42OWCpj<%!d^of8X?i6G2f(#ID@et;zs&Cd@4oc5-To*
zVZ`x+l%a@#jw#2N!$183eiXvj2=0CQ7Z==*CDjt8D}MO`VB&LCdt5a^#Mg3Xb#(cK
z)TM%u_XA#z7fGLmG9zap=gC}J+IVwlQlP`23N1<#8MAW(Hp>Ayi-gP9q6+<{f7KE3
z1A<29>$bzEiKZ*Atoo(4SJ!PeMJme7-0nch=RpNFd811cQ3c5*nRk)~w^tZn@FDIb
z21l4%i<T-xdQp{!w?;&NA2T8B<lXo&Hf3XVq+Nh^>q>o!|0~%2>yn;EJT*h8$C)kC
zkCU-wEI&LLp1ydXr4~WnSka}eLTY3z_f3f1dzp^k3-652zDh*STBz`c?~N3__=o&r
zomLJ(Aay1R16Ae=;)w}4&W=MLI!F-Z4{9qo{b1=sX*u_6cOvux4%c*i@uELr48Ggh
zGy0qm3{@kC@LY(>SbEN_7rTZY%4h8;3(M`jAlE1whs{S)+-u^0tJ1AuWS4aRGnbkC
zjFChmbjT9nFvDYpu)YU_8*<&KLc$X#-Jf{)e8#(BdIx3RYE>b#A}Hsg0<pR@j1}MK
z<8Sy4?jxc421X)>Z_9=&2JcEox(IH4s2}c*?wwe3Vu`2+tuFj0)@$gx?Oz10cYu4z
zz(N3VCq$~;FZf@?O7!Tx8FoL83DqFS+pR3E$r6V{CR6C4KP)zt4$fsLk7X;d(JYwh
zpD<Q-&QI=oe|4C2$@%9cx*TshGJU!9mWQ_jDhy3IJG+sdCf>$mhNurklSW&Xnbmyt
ztnNQny3*B!+F$H2KbM+M43?JjnT>eurlOms97mojI$EzMLgVXGn@z9&3{Sm9p&dn{
za|jEHRtqkKVbMm`Vg(-|UT?91f(SR9Ki8d2V(2?qhZXZLf@4eJQ>BQC=#lxt&MrF%
zF)>BQ(*69iaM)B2T*1qO56hK@50@8aU~Y7oZo_XG#||1>Hws)4YscCB*QnSe_{J$g
z^*LUr_yA)e(B#&+H^0goN22uv39Q0%-(QVJDlYiNRv+d?Su2}F#M}exD<m`VQ&gtz
zbnX0d=1X3rwW6c!j#lt-0bKOxxtx&xWCM{ccDeu4&e-V`<{lV1|Fs;M`N&b>n}zPY
zI=5xZ?6vK_@o3uzYLBoK`zJEe3q-=WW(G7ecQDSoj-WR-n?`5vu|zcDSG*le?<~i8
z*pO<C^+$_)s+(0O#npyImL~_oD-37ey=98B>VNxcYXLhk)z}_yZ*r*Xu@WhU;^~g$
z`PFS-Nr^K}_ZEmlRPl*~d_{>|BVpm*au_*6T`X(j{4ucal1!$=+Snm3<6l0YvWRHA
z=egR`^m@MbG0JcJFwAB%d~~oosWa!DwcVnE?lSr3+-|&@mVn#YG<>-Qkiie?mg9Sz
zgvle{4X(7RlyXpneylJk)BbwErBPLDcZj(yc=>%yIkOQQIe}^aMd8_?imrJJSlvWy
zo&3J*;#7snI2hlFN{VXhsc<hO#%-^E=tw`yoCSY0i3t&SLmqgSkix-kEQlQiUHkcS
zn})it?r!&mE0z+UT<0)sY?|hZ_)8+JQceEtFd%c~;<UU@L>~G*t+Y{)Yz8UCBz<vy
zfIQ1AWMcW^taQ3rw(5Q*+3<x9{fqwXrmJU3pG5r)4Khy|IvG=E;lKkWjeP>)u>0)(
zl5z{9c+>WX+9bNv9IzPST3uGV)VTd8^yQzUY@kTAqx(8auV_waCAC;APK<<Q(3qj&
z0Gi2isj89H-XEC%w#_US>t3$f{ARxd{5OqtE4)0X9JuAxGF;lf@Md(r_XQ*3eTzB2
zWt=}GZj}V+oph|c=asr<rDgq(6qyfBpj4YK+4Ri=J)3C4&w$JF?9t)5E1xVqi4g<^
zNTl;Rs#KlL#ls#0h!$z0mC?5bbTozEW-$zi2aJwav|I+qDyyLkV~OZt0<?=c+w5b!
zH~jP=W0d?OSzbWA6qnp<$SXgB20<I6PPun22l5rrd>Gakok{ivkf~@nK;PlV9=GJe
zH;*(z2QO2^EhUf1k1<uK{dtp-m$21_*u;<IEt-w3+Gb6O7~=?f;#IgMDY0&NwU;50
z85=+@6S;RPUCFx?^Xs--7jOazHSpD_YzKQ&0e1Q)O{EisySNNL=Hd>-`i-fUNCDE{
zhx4ArnDa^CnB~Q0yHnL6EuG(Q0VO*3zg1h@?r#csxj;|FUC!p^QN_-$RcKHW$0f%4
z{-0h;CG@+{1_??GUi{i+Z?+13!!5W0$MH)vAU7~=<0ca@=9AWX1n2q1l*6C{U{tqY
zm)m*M<K9J<nf}~(8%=TZ&_mYCyMr92CzCZ()Olve1S|W`^6d}7lKamn1x~Q%)E`t9
zGuH(RA|yg-3wyei@O6!8NkmSk%e{KW7Y&qlt<;auUK5nV@LE*@H#9zZ+4(toJZCY<
z1Gc!vf|aws*n8zhOl7}gXOTKM1EA}-eQ~ljPqbK)s)FauRb9kAuj(JB=3rxO6U;<S
zz_V4?{t^CM^{cF}+N*ooWJ?UD2Z6w8F0o`<I6V=hP(SuG`^9bfJ`fiFoR8_<zJ2?r
z)Q3w_#E1k@oCZg!1JUB%nK1FIi`uamg6L--QDxkibQ`&K*fCiYs0PGQ$YOZ{S2vI`
zgYqkI0!d9iw>SN!q+nc_4@zb2OuZgZ%97;wRJtyBt%Hl&<|U%8)PjrGi9Z&-YLGG(
zu}W+V7{yE;%P=dOPjsxg_!evOxn~Bd`M$$m4;T|1Uj7eTRXJ8g@Z04p<DgO<XvrV&
z_7&a&4N@7Xn}Fk-#kjj9^^G3;)1BvqsTKqtnv!9g3h^Lj_$pd8&wNx)+BkWeLwj43
z$LNco?ZOl9nAjNB8U`P>RLjqqft?b8Ze<~pA;ir;u0a_59$qj=F6b4N$nXR2ifxuk
zR@W{OW;HfinVOsxU{j@f6GK-DvIZrNbh<n^*M8~c^JWW!JKu;^T1ek<?oZ72{<kXI
z<!Y!B-nSD>$+j;&dILoRTjwVGJIK|IE(kcE&R&oV1AvB6f=b?OlPQBtFH=2bV`hE%
zai~8L9d}Q^nnmbB3)ZFztE)e=&Bwx|60}E1bODR)V1C#%s#`3hF`ghdQsAhlI9$mV
zLV$+=)Em)GCQ=b8ke6X#ugOq~C}VnmO4tP*2R!Oit#=7S${Kj#d%R%i19&kMPTKXj
zVNhEDHZcD3m8GYA9nql&8XNyzM&M5#0wyO()Pipw`ePujNYpFxyK&`9d#9Nquck(9
zP!d1&1H6x6FdG32*nsn_op_~0Y4mzG6bJ5HQF0yOZMMvG{Zzxm$3`&F)fJ+ML3JaO
zr88k-ONjD_G$eT_@1GR;MwTYGSK*6w-wF`CDxRvSJ3=C=baHsC-dxF$yX47N0YC;W
zRi;19v0L>ffWz8N1d)mu*Peg;pd+Ocy0pIO9cQFpd?|0rsQMz%2o15U&pLb1^8p%n
z;*{#p8dRr_jdmIvoVuUl+93LLANk2+LI4EnlBxg{x%F$`&Yi)85-pOXL5{a?SQYrR
zH*4}kn5tNY@9nY_shickGeDK4nHVlnihjxy{xK{4v`dwVN;dmxnx@=fQYVQDo?Xp&
zu@atomY?w7sw_C?4GVDxV;>tgUaMy|-V@`%$+V@`%=}!_mmA~bal?F#Y!!q@MuuC$
zURa2YX8Sx1P{<g;m(o!g;F@q=Z3Fpw0C}YFO4EhjkUw`UX)Ey#QfJ=7;#va!vp!8d
z;x?zF9kkU#Y|+FoK8?M`6R$}<VBah`ums6TZ-QzQ*`DdzDiEw8Z_&DgW4_0b$i~0L
zF5QBkuzKt`MOHwsRGQ(JhhHyC%c7Vde9+aMbN5=IOLAR~Dv26f7BH$3hwITy|6e+%
z$JPB8<`^Rp^vV;up7F@@7Hy6LY&1^jZ|U@6$v)aG87E+BF+F1q7D-|p1rCE_qvzvu
zU!sNBLeIqGjJ#uP8zmAGwCB7B9)Hn^OAo!~Q%Y~C`lF0Zr{NQ!`N1R!56gHN?9zWD
zH-wubvM-KU?umGX4ghe9F8b8DMRsFz=uW*pE7S8TqTWd|oF<B$nGI5@FerqH)}Xgc
zx}zVWv~}Dhvhc>b;swcp@5t=Fu?`VCIBV5jYo^pb_cAFW6U4XpMNsiXRZX#;cJG@P
zIUI|y4BEIKTreymCXovePWyFGMh4dKh{{3QFhhMs;HNu>ljuO+-W`qH{XyI|-xT^x
z5y5V_4g_QlP>LTNA$k9ah{4SlyTxBOHso;m>%Pe0=N(cytAoyR3CDjGCZI66G%0#+
z|Mw)=K(>7dY|$+XTe}puiTwjG|B&Ep&&j((^Q;f4XWEG9MM9<9lgL#XpQ&D36D?J8
zX#$o`>38AL@YG>b<=Lu>!_t#mgca}a(csaUEHP^k7@sdkF|vkDnxz~uAF+GJp(7cG
z#8#?mYl?W=!WzE8u>fEpnyxQzHci-D5fzTnB^;D~2BSwuLv{^Afiz!Kb#&5C^{GT*
z9Pc1gu}xFQY#u|Rw=R2AsxXrBc!OdTrzMk@`wEf+hvaQSu{y{3@RC#9RWkm~#N;kj
zq)pmoCXn-{9BA3SXu;O`BiHQRJ5S1qck<O24tgI9zm^Bfn)oFF@$Bhe4okmDQjf$c
zMq%DnV{yyA4A)kSGB!jKZ}#7+=WP4di`YK1m-DqukM@eHr`f(O#*vdG+=88LTVc?~
zO|2*vnkA{*)7!V14hIZoi?go>Esx+A;{;Pu9@B&!IK&}d0Pb1=qy{k9;fsG0?uezY
z`G=r~P7#%=<J4Lqgx(*lMo&$mZIE@8jb%0mO_T%9XV_FR1<$!c(B;peOozRfH0l=%
zWoqZAJ_Nr53>ty%`+01dsQ5ETc}?R85t+&5XH2XfL&tXaDil9LQ4S;P1#FD_`4j;e
zih{Hp8G4z`Rd~or=}%BD%+H!i%BhVvEc!UD(h&9>RJ4IR1|JPys1_~13KD;^WP)S(
z4}&W<nJ0+x>BWx<M{shDn4)@<9pwSj*o~8vE9Hd7t_)y_-1?Q!>LEi-B~4Up#*<Iz
znR$$xq{cI{MB`9LQj)t`a4#saOBD}>i5)mfFjs}?SZbvXz1X9aeXZR-?~Q%Mrc2j*
zKO+Wlpo+Y%-Bi}U^w@k%b>5~aG>L|qgkEhT?;q3Ew(sMwzF~4Y&KO`~d8BW|;BEso
z`ii%!{Gnyf$PM!mai!F~i<1F2N$eVlvM!?a=CW6wkG(=ra}2{XYR7dZi>iPTGz`Bj
z3JTMuw|`Y|=&tS@bd>EL7Kh^VUuTTUT!FQTTmjOtRrTi_q`sKppdz5oi3;WYrfqNL
zC+1O>Ud>00rKhXCyLD-T2r4~eA;##<@P+>wPs}-=mF&*y2XR}(!~CF8n({3JgkLXa
z3<mG(8i}_IVqK9QRN<}PVF=r`EG{JtNgFd&6282co0158*xn-gm17>W`(Z6Xxbk;k
zm)ISi`==A9)(3<Wlt7hH{&>}Kg6PUh(pIm26k!ZsajeAH+VFTe0g$!*+a0h=C4ga<
z9KCv>|7_UZOP+))qWFc@Yj>NO&1CLt_0+Qsmt{wEEysGq9C)4+<L!<+{B|=0hK4%q
zFJCJ$s9!2FgW&jWmMF%{VrhE=-eRKswCT)cSmY3c^x`fk=^AU#$%(ryoln(~Y$KbA
zvf`eF!fML9)1b&`W8#Gy+eZoy{VG@1qE~C1;dNx@A{v&GwPc)9sM=rJxyiZvfBS#8
zQQ_aBp;^eevkmf^CN$WN;_=M<(LbxH8BO4)qO9~1qX!wt)l0Im6^9k8BF`m8z{lmZ
zbAyuZ1SknR53^vqKLtTyo%@u`^4ZomCn+<Fe>C>*+2cpFVT0gCmi%P-2&Jqgwc0b`
z6GnZ7Mf`AT<k^kjl<wlBTSykODUff5T}rMyGX&rkKI>cIgkfR?4LOe07A%c78J$KB
z%0KpME7wBLwpSg_5<TJoY(u!vK-hmua7o-Vn<A^aL^JYFt7n@?^Ja5DMg=nWrYxo#
zp+|?-bB1+Z+wlTP^RYfF)F|%fNtOT%(3eOb1rxA?zS0W+UVvIGXc<(>__KWj(QNcG
z;`5>I7tKnd7p-4dB<~XCV`vbCs&wYP3iNEHPkq35t$Y~?Q`TIP;t1nNfYL{n=17=V
zYn+b_x?ZtS98Wh47L5zZUH_97`9FFhbF+%Ww5fn2cud)l1gpE_#Rn2>5O-gr6FVZk
z=;Jj`O|+~!A=b+*W60GuL<M`88HyvghTPI6b*M3}-9q{M5oYLa_YQl-@@m}5fMIDn
zY*QVz!%rWd*bVtebP|muis8WOd)}e7)!ry2rip9Z*H;cU{jc{zEVxUoFsS`Nih-T(
zTsRhmW`9Q}%{l1Y&1`~giFMG9$iPhWG_j%Muyp31As;5ShB@egpvT`c-F|WJQ=oX7
z!^TCIr!kVH`x8@eb*0;^)K3XHjR5Xe`Chw#^Crq_<ah3SpCzJTa0%ti(+=dXOx(uu
zyv8W;XPI>h(1ZavSWw)-o=SN`DJtNh92R!Qi(T)#VVH?uE~vzls%|6JRgt6Nn;4re
zd<LVC0?+TcpCTB855si}ClAvuEpP8!#~mhq-buCVI|5KtI<i}}KgCZ4)~UvI56~ea
zORV*@!O{3I8wXE6E~?_K0r?x{VfgvaT(No@O#9>aNmVa3aqh88TK39z0{c322!R6T
zEvJ62)C>~pkefnkPL`H;E;47`Hy<Ub%0nXSh*XXXPkq*qbfc|YeZBxfXg4lyz8RVq
z*%s>S6rDBbF6TbojTC+mKyw%PM<pyr<XTqrQk}+Mq`wa5;Fgw-xZhTP5ZlEO7-cO~
zJRbR+&^I$1IpXhdMZQ06)Rg{KPd<J}p^zeBw_N%ntrXk4NQiNg=~=2&55!WepEFb@
zG11Z{t_#A1>{}H9IcG~y?zNM9MZXe+Ky$r)*5Sz53=aP|u$cT!>0xrI8ax^wuJ(5V
z|F1){Ep~i@t-^mO4*JLIT$X3pm3w*B`PY;QY1MG(r3C#SO<x`l<@&$hIi2=JrInad
zL`77#FlOpdV@XqF7YEf4nzF<&JS``Zn2arCrn2u@N*Lx8nyiy0JCk){Fw8KES<dgC
z&-eBFvqIx}?)$x5@9TYC6|(P*uo%CgAp$m$1~T(#t@1)=1GPRq4R5%p<iyx0l9`TQ
zP1=z#vsU&z(T#g5vQhV}i5-ADysRsqG<M;n;dvkqnjHTWZc6ThyZAtRQ}ip@3DPMd
zGW9Q4nnM+Q6mj%d<hmzUYnQRHB@O6R{awgct28H0bQPRoCg|{)?6Bm7!wgR`rp%`-
zY3q^x7L2tY>DLLzfP5Y}NHo$-qjth!f_ujO9mf=8_Cj41wQ)c~$o@W$t|*bLa`&KW
z_OyY6g$$@sjeDog2<6#vxx37zZlm#pnQQa7hcjI~S3d$1XqhZ*-a<4od9#1FY?ki%
zYIl3gj4&a`@6~QLW5#dL-t&3LtO6W@7UcN9^e_FRMY<m8O8)%U#e`bWN>Big<h+Id
z_Gb)%B;dlxwnW$YSPcEfONaH!H^-zm$#8(0{M>gq_nIb_F+HD^)U}tb1vpTX1(zIZ
z$U7<`vKG3r=3PAd1f^2%V^8wfV?nb1gw&e;7v@^l@C973QhY{^o2zh^OIN_jc*p>y
zSZ*D<ttpZp*Z${&`*v@ms3LXZTH`xwy_`Juk!k>&lTN5F*9Uv#<<H)YxZq!Kp}>h2
z1eT73tUg<lJ1z%(bQ4`8!DRvzt<q9ks}y~ds75A5?-_r!h8&19siYmgXZ#h!__m^H
zeNEMFB>ga0&5yq-N9CYF`6BByfnN29=_@)lUH7>z4lJ5*i(jvQH9h9P4CR*{AD~gJ
z6D+{)8h~_@exorcSj}gg$OSM8^6QFc%0Y5Kq`mLdfZ=Y%Ion38C<fW{XV{mwGn~wu
zI%+u{p$XuE2aP4P0FRTI!+C@OryO#ewr<`SFDx5i$(5W@DadU!7S8Hb2jFcP_2%`#
z74ztD5nGqN;zHID&2k)6^8*ik<5Hi!A9ZR5N+HV0QqX++C_qKf8dDrRRd~^Ca;0q7
z=ZU@Ds}hZ=AG*<!6@XT4lC6IbKd5+TGGDCZ>(#lmIZ3U;^YOqH<rPrw+gWojG`2zk
zflbrXp3nTN8z(Ocyn-fKlicZYpkiuZ{qp%yd&YZFchpK0ZcXgJ-9|X3^_GkL1fC?b
zxS-++(pn@p%-*wT5H)!PLIMnf6m#*?rYa|D=5z}+g0eI(8NFv?q+p<%O&Wwphj8W_
zn0%JgtE&4_WOQT!7LJuRz(}=AGnzkVgkr;cY-#zays`_gDgn0l>`E%)z$cJY9xp~h
zV8UG%Ro31a@|J6K$F|lYx23|n2UyK-LQ8hm-$JLkes2AGqm44=2Esdk(E5DOtN6WO
zjC}0QyTf0bPPgdp!DWbnBBNt%9{R{iG`o8YxsojcGoKdsKYxauAU(=){p?>n%jQZt
zk`rU9oaPi#UnZD~_@GfW;@&GtDU{YKIYx()Gl7YKwrb__jj05{1p=Yi^8dT3$J4%Y
zz>d`pwFD`Xes6WQX(r(pY0FYms!<M^A!K>K`X>6F4)~>*TdK>WlrvOOa6#w&NOfxm
z>)1A;sB;h;LWA#{p3c>-j?mS~5rNXCaB(YB=hES!uPrx;#-Lj(4N_Ez?OWAgQ<?1e
zcWN}`8$sf=rLinbu}}3C;(6IrDa^iW{X(4Agf>B{^~(q*R$1G?96AN{qZKS*X^v^i
z%S$dU%MM>o9i4~>SnJTm0e37GymsA`81zgqKvYgo&VJdU2>L^?`jpJR+NVx%uz;C}
zwU*@uDYx<+>Bu!Bq<Ck&W&@rmrL>=U9}o?6kjni_K5s)EPGmE{=(6(jz)HuaCcd*t
zGi3=as<vz{B9Lem>TwM~-vcdr#kzHQv@)ZnZ>2XC&oP~`Z%s?Q?H;p0`fr_;=(@M`
z#>LMXuv3BrRp890GI+5g@yrTi>s)QI)C|Ni02|P8;Dc@1K+i`gg<3T#D|4nAppS0Y
zlEn9}Ys8^p>zc>Nig%_mf#ByTv*Jrj^ITwRMf-1^wT8aucp!bXUc>q$`h##Y5m0Np
zV-3B4N#aof5h};sy8-C7+-}RUE9$O3I+GDt+VVTs3pwsaC~-)DNoaSohVtXakMsl4
zE<M58`)BW=H}R4i0G|K_RwK$(<m37Qokyjw@$XWZ&hvN5@;?Xk6(TcpLLDr-bXU+q
z4>|fVIMJbJZSIPX2ILmq3GET1m6In-Oti8Yhh<@@%pm4;eA()+utUeL1127dN1lvF
zk2x?`6ES^ieyS~%5PiBn;A>omttwjUtxBY)aT=-m%IEg`e1x+bI}Y%}Tn>uPP9fp$
zBAbW2n=t@(Vv&=+CF0`&jvo~8$n8)Ac9krczHatHw35&p$pz~|CGY%VcQt$i8F}&g
zz_t{+DkIWJb7M3^L<UJKAUVL0eAC9_aK^02Wkc%&h7n3s+e<`&Sq=zQpuha}d#2={
z**^kX6zj>r3-qE{N2Ql_7tebrsz`M+$H_?b40vBC=+kQ9o12621jXhVtjKx-$<8J(
z+MXg`#%p}PvEbErO1GfYzh?@k3I<pZ$OE5ZF2o|u5c>oc3sr;<a~5(#>el?Te*fox
zNKyvd$&+i%62cR>U7`2AOS9v31=YhAR4E)L!$;n}-64mPGgirdsuB`!j+_Q!FL{St
z7i?=3N4^mb%YiP2b!%Jt+q<?*&~98r2E9{{zG-6~19WS;Y{%A{C~tN{YN17fB(v?J
zwhWgf;+9Fqw4_BPtTlhHY%yDETB;W3QbV6}hxi#_=TAfJg|lHDJ>h0zn;Bv8`iqHG
z4R59Y)`cjyz}VuI-#*W|blsH6_<#o43C3q-zS7BGip=J^4G*EkSjWo!UI3d(ME$5T
z@iZ7z1)4WNaGDj*KN=2m#T$h7h-}V*O_@1lgZbpU{&Q1~ee(clxLidtk%FVppAnlp
z<6|ahXk3WgD2P!@4pwZ;6ONgJ7h`hD9W>W8RpGCKZU1&-`coorF{2lzLir<(4K(18
z;I>`e%i=JidOVtH{nz4-mtznt1-RP-n|d!5LJ!^`#GhwOHGzLJ$fBt)N-b9~Ha{_A
z-dg;WK$_}l8Wpq1ka$7?HEN5SeEfJRU8p<@M9Xe{Yc+uWVa5BtusZ*~V;Y!0<~&08
zMRfe1FdzWo%ke)0!<wg3b!G!p<`WFEgfVWTTkX#f&j~ydv_9-O86p{@p|x*?%m-M&
zGz6p}i?T@7&<Lr8R&n>-aJy8jH}B#0E{uGtV>=j>6QLtxCg6>z02#8o+NKA7ub*Pf
z+MuRETpfvjvu%IKX;n9~4Dbax>%2_^e}|Kgnt-E#Dwe#B{JwS#VGe&LCZAzU31yo|
z4=2L5WTdOK=vU^kg|Y{yabW#*`t^*ki_?@0aVy8O#16W#v#_ETu}zR4BNvNRC4jHW
z1-nBl?KOcmpgP0%ow;*A%vY$*H)y$0eoi&w(9azwg+pUP70Cox+c*1)>V3(&XX>kP
z$5sNyOU|#Eol<0fb(`uvXwwMy`1;R_ZWa`}4n|g8YRG!9>CPsOI2uTTI{UpDJjkCt
z*6NA_7dmq8s9ylr6!fC55RV?=zYB>*V%YoV3VwPofaXsXN^DO6h(_9eJ;J(Bt~I4s
zPszbDookf|s^<|LQPt<XLV7akk$wUOk^Htklj0*{CrWOG3rsw~28q6g1$o1;FZ8z{
z2M1T&GdlJm2Vs$6dH8#;=&T~YrpJG=S_;aYoUnqC<-BNfp4>*a3x%^?z&b-Z>X*=B
zWUsSI-Q(_Z$DViEq5|M+4NtE|(f?lBNKk(ktY}<R4VC9fs<;}rt~OWxYJ25(`?2-O
zo=YLsQec94N+X@=g(A<n@1z_}shjM<vp_gwDgCO6eQ>UNschf?fA>5AFea?*mD+K|
z>hB@M7Fb(+xt~^$f?RyC#uj|clw{Q7sLC^wfZ^r>=nrTX>^0LZJJJiQ0U1@hxooRI
ztrNZA1Ya=4wEPidEz<S3Gy+_;y^*@3tdQzGH}EN-)%jvjwr$@lBdjct_vcvX;+gv8
zWr8pKc_X_lDql>kalJk@6Ks5*FBk2$y?p6w0XClnhX47<k$7F<iQX@Pnb+^*qx*IZ
z4zTtI+;Be6t^~`9b*17Ig8J$lu7*+~34`qxhkwUkO5MNKbe~;`Dya<fVN3k{6YYH0
zR(0X>6XvU@)PULeEbyMC>NJffUE{})Vz%WiN|~uLJg+5S`gTFaGf@67*`IP8ew7#S
zizAE#jusmmU(K-PnQ;g+Vx8&G?(E?`W^YX1nCgQjwC};$&F&bPzclct`CC(+{Z1m5
z4aZ3tCp}didS?LZk^^rYQu|isKP^cygtwMn)iTv3L+x2fzo`w1sHenW?BvkWjy`QI
zn&uj?iG)J#rZY;fyQFM(-^KlEI5o+L_sVZ$-n__=Xzf4i2od#(IsLMeeCmcO<G*!p
z9KsUX2j`Wy2*M+9?_7P#e5eZzVUB3nNTwQkgaR>yJs1h!x!{m~sQVL5gXVkOfxKZ5
zGT#CO+5~+6vr^l)<agwa_}?N5wBn_19ok;fMI=}~uBnuYgnU4ma1~?~hXNxXzjS!m
z-Hbq`9&uueK?29&*5*5x>FFzF`)8fU;?$B$)f0i(!Bi-S{Havlq*M~IQ&~ZwJ2SrW
zOD&B^9<-%5FxbNu;&5b*Q>|;Xzv0L{^1gv=DQ$vvz$IzLXU;K5h{ORqwSvVLaWldx
zGtgEh+43K@r6HVT;ofXJADsb&s?L}4kCW?gT?Udhrnki_ER!OFc@5K?bp4Xs>-c84
zJ!WX|F8Vft1AmoPYas>Y`}xDrz*PDc`9<^9&h|ru9BV{!{&0)>T6NGM$P!_B&7-i+
z?kUL-E`tFcmYd%p`GFO=rwXaVaGmk+Sp!MdJpGQ;o!?z|v=kT&S$n8ZA6uyWkD<w>
zvfepl#OJhWv%Yo5jLR_BGhSs*sF3OT-apYJKvSv?v|hn9=Q2%eHQ+!^3GdK4rz({G
zkfVcP#MrlP6tegZpcLZN&80ng*<)5<4^Un4;J30sk32Uk)f8<}UH1Q&7J(x>?}9R`
zs?zG2I=6v-hXiKt)5as)MYMR|ZEZykk|AW~j0GriHNp-*bnU?|N@>^vXSP+FI}xkR
z<jViIF1Gl--uOD>XHW&j<Cao4lyxVDD<ne8wT`Y1I(rj3Mg(UU6=My1ZZX-_;9Mc;
z(#ifBSj1r>ss-8|R8%kDT<acF`bMNz*UqzbHYdZ$k@cDyz0G&<j7ei;rEfPJD~3h@
z9`!R^WBAGU!Ane7p)fIm1Okwj;YVD|_4}_v^cCSvgot&HA1&l1kxdMlLN{i<jfd&o
z9}Z|_HyLVc!Vi|TqRS&6!PxP~%75!d*(F))^25I71WIG?Pt!$BmYn0-V?Y;}LXD!+
zAw?Wts@7}J;{N8Ud#$vNd;&S4NZQ!7ha*KIOqToe{s{Pi>EHigOV%J%WLEmE?$CwT
zh;p2fl`5cd1MWe+=l!g2V*ipM72Gb1hKVOPabp5_8R-B2o!c>+7GjiiuWkBk#__FB
zL(&%Q(PvFWzmC%@qYOR~4G|V9BJ#0y5pPAvP-dg@9<FZLE}t?G5NcGh=-rBc#xfDl
zmgx(I6Ud5|oKO^M5L<~!Gr|)cNa>g7;?xMnOSC5U-GU;kPfN_0tdG%j5%ChqrN270
z1H3~ZI+gJ~5!kAI2MN>$ENDB15=54U27`3)ADp#ZL*HsADAb2HCh>RZH@5UNw1rUH
z2JMqy+;H>CUQ#YsB9$m-z@L$zZ)B6ZX)g)_$(NxoY2{Qv&Sdh+hS^AFkKn|mvNMEZ
zaXU0<>9i+{SzV0tQHr`U1ivEsG|%Kd+)k~?mpLyP?pJymkomEiX*FeW@$t-4`k<Tk
z2!8cL$4)ojZ4N$vl7UxY2DMA~+}~WSyg_h24f@;$&$oR3fv^=MEccr(g|~RUoofiD
ziTMdqOK$nW`YW}DUQoYSUWRRnul2)S@`Yi3e1r5S)E3#{jp+?ENp}oJ*?Kj?Hm!Dq
zg@?0u)2D{1;`d-0aQ5Alzot!mbWgh6;~=b@BlK?QC~DJ4BIXsxA?s4A8Z*@yKdg+L
z81-a{oI5lz5D_cHIC<Xojj~5j1mU;>_t^*c8E7gb=9W3gS<*Hhy&0*$WSv{R;cMoU
z3e5<g<axsNw4m&EWH@8iIrR(skVTIBrCE%zlsQ!v)fq681+ntd_=b^s)-nku)F&6@
zkpCnJxf;$IKeoxz9+6-=q>-`3piPw^tAxn|>AQtvA!$?)5+CA%!grlsg!;r_fB55B
z6$TJIt_5<k)CFaXSgtL99Yb2#_Ga6z20;UwWSRC>)q$F}8{a{ul=!IJoX0c<N(rzQ
zP*8s(4&6B!{;wbIY$QicCsG0|I00y0<KonNHlTbyg;5E8J>_6c>HBjDk)7@gN=8H|
zzB&P@kF6cN)PCc7=<6YWUUIlvW`sAdKZXOBmo9)@_0VDapA*41&RXOORYH5fx=L|j
zZgX4UFZ5H`9m<oYlryuHZr<28qb5^|aM}|u8O<i%eAeZwzF{`K9I;(s)grLM6?orG
zO_&WK6wH=`H>tHVrhXjM!hG4Zcs?pxbC5oO|AX70C3w8}73d_Ck4=vqQblXGeFy=<
zbb{KGUudo;17QK)M*i^xU*+T+bMjHYbZhb)C{!}NwhVkNL3onmZEr<IB}iusM}ceX
zrT-B^=bd$mww6W)iUS0OL9_Quy+d5I^r37zY*D6N<pr+t<SJ`C?`^;HrZ%9DkT5a2
zsp-t@&<j2RyOD0RrKdfrw#fMPlAq*srCIveSkQm#99O?4(=TOOZ<EJ`<G-nZUJPo_
zw`^`S-7!BoJc9#&Tm-%CpiYH+xniS&CecEz<%Id(&d3?eMM)EkBCA{}#e;<jWWDKk
z1}W?*HUu=M?X5!2&eWJY05yIjqu41HWdIdmQy2Xh{HgrwZMT)$*w4Ye2Uu6ZtIE`L
z@0n_%IqW8x+x>oHK-dUK3Wt3}O~9DdJhVXGZYeS~pH{xWG?($|Blb`>Z981dg`y0&
zv(#bbeVL<EAE1wopgWbKN^3U;ARd0~rA$?mwg6jTa1H}Lm20FOde@NSU%9XazIhpV
z3`lg#j+NT`#Y3N$Bm~i4eTFdpfs6&}NU5=7?JY>r@e*h32C5zzNaaHm9C9HuY_HPe
zx6Q+s`T7S^^mT*=fS7>>w>coU1mU&!ML2f<Ja)e1HZ2modZ+)^RoI`&^13-6ESEJf
z=e(mSMTZ?9kpZuLfvmmIHULle1A$(p@u)EyY?!^s+Rgs$yY==5duS0}#`Tod?u1y?
z=q7F>j%V%AQo~Ubs!NfgMX<{K8hXLj#7-w(BF!n%ky4M^)YJwf4}6Hbbw8}$W4_9)
z?av^i%T~gvne&Sc=9t8(2q5tmCb%<_tGNVGHDlE2;^0|*>llOx<)puVQ`9D5HzX2X
z>@Z1Vr}SJ}xUX=-RZNgpP;i%5PNd7<abGsBevAqMcDjSpeOe`t-_FTfS6UH6!3f(R
z=l*y1diQ=)9JGVHW6pxw6hg$o>Oy3}bZy55Q5ma-lPEm`+)IG1q}&BwNsMlcTW0Y+
zyIUPz6Bqk(G_f;BUGl`0@v#G~+qn{lCZen4ow57RH=mW!xE-S%G`b>H8hxSS1Y<;~
zarnMC<0ME;ON~4-gR*ynX||OKZ<(eFfhr>xihLZSIc|OzVczv?Jp-}RJ0+d*T=OTX
zrrfSLUc3>ODa$PVq?1efahMs@bQVp#Z@g_!4<dHXLYpO~tJi$@^V7;A{SlN1t+lRj
z@Gd~?LZ`j`{q7)FYDs_Ee7bs!*bvHY*;sxw;@uxYgr!7XPRpB|Y~fZ(SS_Ck;i~qu
zz<1AALpAo_do=?il`F}1%a>A>-Wgd?MXOI9=-ZU99rExf6ohql1`+V#h|t;mfamwh
z1Kr;DP)zeIf)$Rs9)*eroeL>>sw?pL#-^7(pb{BGQ`_HtH2{pWMv=WE(;7q{*I(~l
zM^N#d{BM~o#Y`X*#Mt#KY{%2D<q^R=Uy#N~gp2=*s|BA$*KP=ibCae^&el9xc9ZQ3
zQk*}KXf>vrvkE4{<Qf_KLT7jus~K!H12C00xwZA~+upg8s6OR`0-r2_=jO=|Jsu*I
zcqKuj+tEt-qHA~<<et!Ls=L&NWqt#n<Ob{3MU{gVKX%wlq-~Y$AO*Uz)X$!vXOedE
zAnfwR%<LFG16pJquo_Z+Y9dzwKbi7zm&@l(YaPjRTn@>=z;MJZqD^*KVnF&k&YY3+
z#Pdbwp<az^v}iyuZ1eTE0lQO!ZkO&R$r!I=Xge;D2z(*{>u(Ed$Ec~tBAp0%Z6?SP
zLig#_h@N~DW9Arcgm&R5vPH^lL7hGn2n@V80`L+kvq6RtK`BkU`bP#|x^Vn=E8irr
zE;m_}u6O6FTlp}%uQwsq<8LC|eQvBA6yZmN3eO{#U_p_sh%H@Zi>iXeiEU=-)<?#+
zZPx1H8w652xu8-~5o!#78BfHJZR}CMn9&VK&hvMF25}UeNE%Y|oPWgnf^x8BiB7xJ
zKuV9?BlvJjQsnt^)=d?i!2XFA2*3yd0%4l!dho^3n4axcn9qE21(l$AOmvEu#7_}P
zt?IT=s>_V$S}IHRO2hNMXb-ZRlog>}j-#^<OOiV4`VUc7)dY!h2oUH(tX=0g##FM<
zkH^+EENyxcY;EB5A?lF!?GVl+bVg+?LkWlhZFM=Eh`FZQm!f=AA&9(uI>;;?5;8gV
zwnd#`r}J99y?Fs{R+zl=<On{6yr$%DnR+J9`89A&tfPOt;Y9OMUo$CPu^e+&66gV~
zmQaAMW(P4sHn!myOaf5Twmamw%Cy$SS3^rBdfK~NR3GG%@WYHYOLl(ezDu+pTl|$i
zP@p<d%$3*HcE*Pza|(sps`4!rV{fx=5agHTV&?tSxhj3Pqd=4ISnUxwK#%^aP%<@U
z7M2J!Lp#k%ZtCfH9#}3a4y1_|K-{goU7ipfKstp=Z0|1H0|r5yV*wRCCx$~4#vm2D
z$KE$VXo#5x#<v<o>%hu(iBuE@po0K51a2|%EG$zhn;m8P6&|eIi6LQE<>v|PzIB~g
zo0__s)Nce)(!t7EbX59C<dLO|UkONYq;toVgf5z()V?flr5pE>(AxxAR(<$t4i6^}
zl9<T}+wYyIVi#8$h8K%Q^0C}Jy5ooT7hN^Eb5v}P*Aw>K{<2DGtpkvvEgsyvVntSW
zBFYJGuQs1cy*#q4imXk5Nu2SdTfP<pCzW9ZE*7~!(QD@{?hc@C^q_efmUf1ZiVj7p
zf2>M_KKen^)J~Aa=tg~azn)4@>E}OCxY4}&f_$428Y0B<wSXe<xWLND+Q8+z*mTCn
z`Nb9>dn&F>5L0!en@~-gyh#Vq6(d0KY6)bGxtnCZZ0fMQZ!979^vu%NHc`x?)B+|6
z;cHxf;WPosSD~xg@+5_u@!#b6NMs5J;HD{xtkO8+C-8=$LvY-95q-1Z5q!Z@j^R_;
zBC3w#f%W;4QrrFbJpGtsPiG{ST?<*DrkL{r!yk<SzfxN*42V}ipfzLX)tZdycqCO_
zlvJwxoxl06yF`a+4vmzZ%uy*!b6fsteY->4!I!&ebm8hsTMJpFHQ5e+jWvwZ#mMEI
z?u`i3<(=iexnpA&)M&DEI6CgI*u~Wrycl1^+bLF&%($vRXf??1R_m7H3ukfU;rLV-
zx07tN)5aVR^bg_6Dj*kQ+l$nbcEit0F{!~AFe9R#4|v7)FNIU7amr@ka|2Dv^+|J@
z;|))}xIaN>t@!<L?)3E3(y(~R2<ov;+BYx!tCPuhbL$`?>7v&4LjmMVk(~`7`#xLL
zE<yhI?0S%o1DhdPsYOUu`<ja5a@B#eV;8^&nA7MeEt8*3sxk~0wJBz5FSHopAa+-3
zYqx9?LLjNb^ro}glvc31eIT+-_s<@J>S3&QF+(@c2mC;b5<xUd^hcztXsT4|)jSQS
zOZOD9x4X3z4q1r4A;JuwB=PB6r9-v8fZTAKwWgDoz=0>vob1z2K2h1N3k|u9)7Q)b
zZcynQTsX^n!q0PQb-na}!RP+e1-Gz>ETF)v8$7uB+^^YVCY}fzf;BD;Mx-{*=4JyO
z-_CeTx4w<7NnLMq1w%h3KJ|<3N_{@|L7xu?q8ciB)u_D%TpccTvMd&Fw;a-RVE;>Z
zlj<i6?w%;BBm(y-_G9?K=Hn$$Nhj>Wl74cI?){+)OgD&*)7TpNAniv?Q!b$ZerTNK
zvMrRE30r_ciw;>=5>YRi4;~yKnIY$xrL%Rfmkq;TJ<tu;hlbHYjBB8S@saWlmYjNW
zg$c<sV(n|TA9@&0Z<Ieqe_o~@#88DD+dJ*`y=+N&+#^tud|#5yWrNWxDV&v?MAy1s
z!%BB}aSCthdla`b138_Ib?!u|&gyW>c+Ul?A-H0obYQq)xIP_Ea5qV7O9O=ks`u8_
z3Mr)%8h88nlCG9%ECFqa`=PY10KnZ|{d8yu>=Lr&W`GJ&87YAkei}8%3k9u*gB0qs
z_cKXzo0f)YZitZfI&NL+fMrxlow~ihCCEdfeX-}wU(ToU<zzmdN9}4Jkqf_&9MZV`
zw-i49-jG3U1r_^>{nLjvQ|#Dwvtlpf-_|^SB6qNqL0d9z>;#~Ia7=Bwp%nBX4NPeZ
zutRa^vbBfbAuUf~m$%t1rPQc$RC358p_9;R@UNZ+TO((Am@n+-Mh-EWrzXkQLJ}CB
zpy)TkN~Z&j@YyOOr%L_dqszd#MRMBmtDT{B!bqs+%(jd&B&f!(ZKJZ0(|IipCtHsP
zy3$}}q0tgp8=6SDY<Ek|*D{lUjKb8Um_5OR$qkG@cdxg&`TFV({h1w`F8$DRnnLT`
zrk_QDhvHW8G$9FXK&48%D}bbizUvKa<|Gi=&yqA1A0^ms1_J6QD$c10c_zWl$|IIx
zYEM+Ehx49vO1IWDc%?LjacLe{82kSWR|pwm3#gv0S_L#fMoQ7%Y5mt=h9eyy5k8xj
zj;;rUu3V54eQvBMbuq7Br0??${IzBl61M&e*%RnSgBsqAe59%TfJxSP|MRTnof+6*
zFW_L52udG#t>KQO#ju+|f8@k;=gST(2>z;N`q@_&Z?=cG(RaFO-a~Jw04V`JRl4=%
zj!t)*rP63<zvzJ3CxR5T26W5rtJ<%))l117v?>X&0|IZ4S*gXv5yKav4rMEB4IF_H
zC7(68%QOi58}xzdA=YFt6d#Pe2yF~45FaWMf*2Z(G``gi&D)1QcW^$`;>af``&^Yd
zJC{HaSh(>x5jp0NxpcS!qdk7gVIln@B@!dPtXs`dMz4}ElAz+DGe$e~rQyCYssOfx
zK1tohm0`_q^p$5qF+?b_4XRNMp6o?km`yK64mk$}Tmal}`(c?vn(n42f<jpJY+uMX
zkv1?9>}kKy{414R5K(DaN9G4OWw)r38R#?0@qZh|n(&P-rOHGp%RUN$LQG-LdO|o|
z?bL;CT~7Bj@(Gx?INWjyfB1m3XL*X(<uWkmGBzq@zLI+Nb*9Cdyc>43zT3x;M(#G~
z0BYBsv#%;U#n4aeLcP)WsRzfHjE`Im{HYt4r|@Nvf5<qs3hfnA*#z_BmVn~94b9F8
zzaMR+gP}{|A4#yicN9vxkzy5oomwUNzjfy=SNB?;GqF&Ql1^-yLRYDP??BebOdV)5
z>U>@#7f6Ht$=`-O(|`59br;b!Zgv)#E3F}?KQm`TY+IzS0Nek0;MV9j?jzKJMR^H<
zSpHnXUL6RK9$G@i%#fH4y#{O!zh9P$sHMzy>Vys%eM;F7ESC82Sr+pM+aGX?GQ3GI
zMH}mz`-|b#FVAjisJS`1veUMu3px8vUHp69<#~reW5Ni6E>QZ-6J0gB$Px2_MBE!q
z*J#JyYm*$UMTkv3`>;F!CeM1AD_~PWHEq4;aYUYe)DuCGO@<UnJk(%KrdX~Y<ih@r
zY#&oE@9|%aVGjD^-0bxo$g5Lff_)e;p-J=imsIDn(wo?ok&@&%yHMrc%!HY+LNp-J
zPB)M21Xl%w)`n*`JhbTst<VhE&fEyEM*aaGwKdW9>fJJz6<9`(C5U%dIEThb7WyjR
z$bs#at2jbx`4tX!MS}o3)Y2H#X~(5{WxB|dd$lT*=j!l!B7EC{jb3wZ`{IXK-?(ZP
z2H+l8Hh+w>KPvaO&zrPwsp%ARl&05ChT6CVjdE98CQf9H!1YNxpYkkx<s|$Y_rG+!
zvfB4Y#BbwMOB-5g8&+Q++(F9%Xg`*7If}3M<h2GJAaB8|Ozai8Ju*@ybLkOSO_R=$
z7d$n0@kxT<lHvk(Baj%!C4bLX4WRECEazohw@`V!BjKHWA<;C?_;r29q~slHu)%1e
zzGK2RZ9z#~qYspAotZcF&x!bne1cac2!FZBalxLEgOibasGPeWTG%DZN(Al*P_8dE
zn-AM3UEeG3Qq^1K8~s?Q_DS|6OOrb9+6I2+>kMWm2nnLrK3iDDWkK2G>Oc1c@2s+c
z_Thdl*KU*chW!K}?FB@Mm4_zLb&n&64jZ+eC!rnWjLk(lmJ}<AQRgfobX4PKcFEh7
z$nW2Uqhc!6=``=DVYQH2N0v(MU%x@s%S-D2w;0^jx-lXHa0lbf<-uo;jCv6ZyAQAW
z-+qcULUQx_9v44o3@-(?_YOA659!namTCrA{}f^_o^#xy+sp6;$Ln~e+uz3Y^`T+t
z{eq$|(!=ov(1PN(BLGS>?&~cGd?W(pi28y)?B*ji&d;ZN6wSvB5x{5hUyWZj@H>&q
z(~+kII=QR|doHN%OwB;{`2n}p<iZC)BX*e)gHROzB|wG)3KAjeW_ZUAH3lyCtJM7!
zS)|fi`?^VGPVOn}KoH~5>;sOwaYI2R6MS}iPy!DdeZ4M>OIV2_OyrOElq&a`h0a*V
z90pPOg9feH{{E$b;C4DPUCOda1<)8FLbQisVIP3WnxDU;+LgDaDaS|1#2=@#z(c8D
z(}54=(4RRs1zvb7FfxR{VnQFsKq$YA5amfkLXCnS<w;krG}<*#$&Ph6p3g7f5&jEW
z(*`5<1`YG9-Y<u^ZV|cADP*66>$Qa@wmwduckhB)+cS9pLd~<bqF=SrQUyak@PRQj
zUm48dsgkumbdn~XUj}7oC%p3m6)ei_@*U&M;N6Y6PkeCGl-<-65N^Ps7~A&?_ha{G
zLE?BrQGt^y<kgun%$MXwkZy&M2DompR2lnVduTNcwk25O8$3Fran|59FBRg@F?_%%
zkxnZQw9u3IR&t<-OVyqp9T;<QRqtH>D!pZGp19ri=1Z|dH^nq~%KL%AiF*Jt7^BR+
zG@5i{e)2X*9aiD~1XD9tmeaqpOrw~RH=I&+kcI@K0auQ6-VZB#xxle-wK3{}(;Y*i
z+s#!N4VAZBTsd`V*%v>73pq`tUy<iU1=~kw<Fy2_8#0;VKczCW;}}=AG&%%?-y%qQ
zw4x{)ZQD{f-`VI^*|1dh460suV4YLzM|q5_ISNHmcn^C;mmh?<`=UhFuV=xjp3R0a
ziqqF$o5_@Ki?`;5BP^E-Ro?LA<lJ-qTlZ9RDnfdz2+XJ#uUY^0nYDlSNL!%~TCGK$
zF$JWITza{?LPw0Q&lb3J5|6r_&rk-8#hLXK>U+^2AEmcf;!aWfuHA6{`#yF%!9%@8
z96t8Kv}#>vPtYLjde3BnI3ozO4enwfb62Nix<CA+8+5y*ezlk&d5dV0b(UmN08m?u
z&G+mq*G7&XsU|`yEfjPDnEaeW4OSW|yH7yB%{8chNVMz8;sif~-P8dGWOdQw&ad0_
zP0RE~Ysk)8&a&6vgCm}LJhSBpQJ2Aiib|)QlJM*aMs#)9cK)s#Ej(WWDToM-$;S95
zEIZeoXqTuhIn{|*9`#raRt&d8Bs80nT>0n9Hh=>W2qV^fjn=eZ8*{j0vryfjx|sWJ
zU6?9kR$q!5NxbD1%~xtIuw-^fj|i-aO@1`XWMRNP(q#R5FMOO^B8fz0+U~p;f&e}_
zCsgQJU>e}Z>T!xQ=wA~Nv<G?(YbYiKrqe>6!HG&~n7Z^uNs1Pr1BNR^MRX>^&jOaY
z2xI?Zz7_HUN9PBqv2ueecKYtFCj<34z-|%mJ3PHR=QTlEHkI{ys|aC%91tb-ZU%>g
zM5ail{oZWK$LlVuD%dqQzu-hJvZT&nJAvza)#T(poYTr<->%_M%Za{C5Lxnk3jK1$
zr0nbomcq(|v27gWbVi<dXZe-MJKq`wa+8~nJm-ADfdyT*w6q=%7w$`&n($~}F?r%r
z$&jYrnVs$*{K@QCKXJ10<-`oGr~OGgIQln~pJ`lfRUl!rX5G-ww6wAk`B?sBsagD7
z&y0zR-FJUI4JRd)j0ISPYKhIcz84%^F&l{C5Ju<Y0K4JdmBfp=4;1VqCG=GFkpu)_
zl<Jnu{`IvWb0!INpRuy#YHl|Wr8G1Y#y48_Q!b1<d6D`;!l5<q)rx{v<+fLAreCNB
zSLAjL3l-X*rNTZ-zOlN3ciu_54DDwrAFQk<M(7K*ydWOy#PthTVkSb2RusV$fX$EL
zYY<=0hx`T4RqCV=PSK<<7*|4*p4!Y$uev|0wSO{$$axS`$)+g^Nw+*SogW+dOn1vB
zRjsSqAjnT>xOz)>my48BK?$hS;&w@0rytE)GBFBOz5xomre1*q2CjWS2Pc|(B*hu9
zON&*d<u#4ZO*oA%<=qrI0_f8QJHNT#m4Pr7&?b}&nn-_wYab#GpD#Olg-MOhnqP(A
z9h7$52S+9XY>~SLqOulr5%~hIf(WW<yd0Sy%o&(_0IG}m@0s+=Pl0BTdYU=|6ykCH
zu?KF4DJDpzSfP)z+TWNFadP3`4xpX0108&u<<~a{VC~$<>An9RfmWe~zQA=qu64_u
zQDsmU@yR*6biledHbIpf2nY=40{!+fj;!q#9mE?XIxZ`}UEaC4+19F?Kj>m14!8mJ
zfJi-1=CHvcM}m8Our`LAzeS%egTX_j)8Xoet}M&jNNBHO6oJ+amwM29&A+2KrHtAp
z-HhzRCC3S^5Ziu4$_XAfHrs>}{^j>Ljkr<QF7HuKNrjM0*H%ea5f5vAV2fAk5nsEz
zdLo-Lfb>MF`@R>sGa(*%t#{o3)AtruIb(f?3Ka+@Ps5cDm2?!fz4`?|;~^T<Q?f*l
zsf(-2B4f*ECQK$fSL-e3xGq2RPQWBOS2KXqUFZc#D=P`tD7TmvcDI`6Z!7vuiwC`>
z(7~w&4Wcv_NZu)vwgNaIuP{`nvD;me)pXz*;6(z+pdcPC^g)7^z8m*43HFhk@85si
z7M*pyLjJl^&|BV}FfLW?%}dLUW8eWsM-kubjk7ry{>qCQ%fCNA2-41M&V3u_n6w8E
zBGHRt`WRH>R&wm^>-cwc)T2JDd=)frlHr!J=Ww2UOrs!rydkb+Xym9`TWsE-h|UHH
zx$fj(+Bp(n091}e?<~L-(tW6O5lH&~0)q63AE?6xI$mGgw+EGMWHqj}-v_oH-F>i%
zx^HAw&#izfh59+>JanbAOC)DAGQ@RH0;AQ7L5cKxX-=*S0uCLP9<8{sB4*wYGL)>+
zZ)Akl?$d&T)l=2k8s?8?0^P6?9DD+G1jMPJeA{V^iRqI*wNU@bx-r1-rORZNSAgs*
z^E%?8z-Re@$ia$msecrPq0g9;S@Kd)$Sgw)pl*HtV2Fp~N?RMYe0Dd(rvleC+k=%Q
zh-^7Ni_YYQZHU`;F0yBD;t;(7-H_0KG^f=&O#R`^pjLSvn#x2c%G4c`|7~2}HmBcT
z8(HKF^bTPRXHb)zl9#3dEqzxzk9OzVCR0Op9nDk9ku9K%E&{R130(M=%s+<YhIJPZ
zRxUNfbMlz9%69Ha71x;)!+4Y0Pzqt;9}r(AoeTdBQNTWdE4>k>hIQstm|2r<0!MYx
z#B0}fr+kv3KxdqK*2+b(!*U!zFyp14YF<@RmiPp*Qn4G&H!t+W9+dU0DuLryI-s&Y
zjxMmI=!7OnqD?DBsAZwtGzH>y*8Y5v9WUpyjQ!_>8u9C5_W|$-RRbayCd0_y&IlJl
z-B0pDog=gSd)GpjI*Kdb9;yUpt=8lSm<Y`JfTUS}c{cjV>J53vD9*&T5@RTV57L5T
zLY^cjY@S!CM)SD6beALjA%^iepVS_tg*CoIq{73;bl<HDNeP+Nl{p?mRHuxZkpYWD
z2&k?0wxp+o82`8K-ZCir`Yn~VzMMncxfTA+@9tfdcw<EjSBkE2tm%z^)Ny%2s)|3_
z2S0|vOoV^ZlzwG1g#l1NLze@*#)AmQehmx_1dR<@tdfGfy{rmjQ9xbl<f3VMj(Lfe
zDR3}LbnMOQ{@^|`FG|MK3<vH|cSvd4E#UuV><#>l8I~HQq<n5_0Gw$??V#PC%$Y8b
zGo7;f3iA(vL2ex?VRDQJ@^m)YkX&`&n6N|eMTB~6rMSS?$GRrxE5|Dr5sl)o%^wZY
zx8HNj$|lp4ye>WM@by#xA!|$MQ{BB3?#~dgOag|FbIAx>q8^S=1W3+>$o;bicA)_t
z11bki)?7du7X>tQF{cS9rIc8O<R=5JxD1&z_)2%(v222|TtTy}*Htm+0n9SeI{Ep<
z9`c!ADF=wiltseye2I;c^)`jl`1B<Ax;W&p@Z?-~c{(PQAwY!tOp&^fAi2Ld;&ro?
zr!YGD1j++NMJY7L%Dg@!cdIq5IjYE~;No-(m*#R3|AjeyVy@PHC2_t^*^oTNVYKDW
z$zL0o84sT_pRCPPi$jQ$WApcpep|iaAUfG<H7kusZfD*M{%U}UZJb~zgnq&4GPeI>
zKwy(SA*QK{?!M!pU9gm@^FtT*R6(DxH;maddLLOO&$N;=761Zcncl>x=`Z_37hUz-
z<>wkyL&b(acNh&@E~VoW(cXaW1Du|Z{~V1#Z&P~C(_-|S{x#{mM1L4Gepd}$^$v?e
z##{0*=(&^N9I-|?C&#kNxwPj}&AFk4A5995BE1aoW`kScR;3R--ouAM%^1^c4QjnI
z4$nfo@9AQg?E@|NX}?OcXvKM^s(?#MTZ*+2=@%R;mXQD$W!rS}yk$7!gZ*LTD{4((
z@+xT+47RrOkCr~?;yF^TY)dKT)u9j_JjY^My7=+(cEPo-n>kmvW$;1dZUM?8?5@jO
z<oSRbFsf2KvmtgRVPR1P{j=owqi($J(v_OYOgDNX=}=X;#AX)MWi(M0c!R{+_scW4
zgUKh6_u!j;N({#H9t9z{&Q_?N8TvvB0%I-)xPXeFe{sJUozqI#`Qg%FH`WToqkAHK
zsO?-&d!e4DJA;<v{Ec`6$_9;|Q^iAs@3KSe&2-24zvG8yP!Z%$(5cB%WA1)GM{Az1
zF>b0nqaFNYC-8%dvIe-n^?IjciF|oh!WW`jUdv3xH&)cg9Y-hi;~yWqCNDAyzd=0z
zjC2!7qSWl+-7Y7eNiC$joMre{q0;G*O+;kPu{$}py_R7n|E+u1Q9O3x*l^B-AMOnY
z`jN-i=xfxvC$L<z`-dAEW#YNGB@s{m9k42M%Deuu$8@LP&EffmM;L)niZUA%feY=p
zQbT|HmYpT%Qd1tTy^=RrIaPe;`n0hP!gkrd9Jyw8e_logIO{;R!G8t*8uh$nEK^dl
z2N+iZtp}9t#xTr3#2sE&2sWT-z`1>p<-kM?u_BUv(?>?Z%(0tRyLuvv#(M@5vV?C1
zlyUCs>R(}T=Y@#rTPKTcvpwo7j^cb^ARDD5(@y607N{VWr_un3Tg*Hw-022HN}h;_
z4yxIQqsgp5WCFnT0t`f}-l(Un103X{iW!H&2Ca~Z&#rTPNjsGap0m|Z!0S~x?PXH+
zhNmSo3HW7Gf`56;1u6&sMS8OQ<WkfZL#?W!Hh)ue1lhO8eJVlYU1+dwKzJaF@H7(n
z;fH5DZZfE{9(`mI<fw7a_x4b~FuL008h``-xhoyh9pf!Ujw8VbzDu#}nI2d)Ir<s#
zIXsV{zE;!2EWL>M`y4gaKCsaPW0EB_*yRS50e0@=_x~8iT+Y+$_|Z{HN}z4;s#OzC
zp~+LlMX017Iv#p)>HgC>#anpK^i2Xa&usXoPcNoQF-F=yHDbYs6Gnx>g^j<(^I8HY
z<n~+v#m8A3lBEiYKOlY=I`Ow>r}9lJZ@n0JN9wMlpf0`E^lvli?NX29W5q3df`a1t
zl5K4Oq3t)@1vXgfaZ__+fA&@lC=a{VM&rB9rJf+?Hi5Q27DZnY2P}^m5mLPhj&+hU
zdfKSb%tzoZNJoRwn-h-fLh%h}qFpIJf)6d^Ch#J1k$m73s;J@Y=&N8xpsm@J#Z?hN
znmkirz2mi<l<cJ<Bw&%!&Ln9aj3qtTO-mgVia=hn<!hu@3FEfFO%2u%WaKLnc*{bJ
z3n&RUMkR?5^l7#b)Dby{U&iDe>BDt`SrYHsg2%2YEmM6ECvuZp&R*Zi9dC%&V;}V4
zC4ze$!FKM}zh+1s%4)8#E`mIUK>Xh$fMHUVBGeQ|&oni7%}{p?=4B|aFo5>x56Ps$
z?n*u7FPrfw3=h2;{@=Pjzjt;ue_A_^VX{N3%|d*UM}fX3zf3FYOt|TGAj}RX_2>e}
z3x1@(E-;}U%hlN*GjIswm6!p>_8wA*`26LJoR60>Rt{{pB*<exTa}yq;oDiji<%sr
z0onjs8@>gVsW}<UbC1_lpD6Ipr3GrUPuaG=8*jbqQ=K4ixL)1xNFRk{#2W}Tezf_r
z0DNhWvC0I4u<wbkEfZFo*(Lf=|2Y=R>zFQn)#%FhiPgB13-WkU&{@FT{@ipYrvtrX
z<g*^-K6rGLCv0JI;-%*f#@2f3X;V*_g?1afJZCz_pCb`}px17%R^;zL7cP;%)SJWk
zIluuYjK&ey&UkkopYAcM>n_a-hmjcIf)~HGChEg%GQrKRACK1sjzcN$M{;!0hWHjh
zLYIbcx}V(AvN3V6j+c&2$N}#tZs)tAnM=>{#Y>Wn!?ZQ~g8U2Pjxwxi6~Hc?l=M$`
zZ-))|VUHS{<2P|y3I&sn;b{l})H7|~MolYz1$&~v5wy-~8%`Iy#SdUtOp4EqIL@nD
z<?q7I8P1&4NxhETnJ7)S-{hh6`b>vr`0@4mHRfZCDTehwmTP{)Js8Fyhy@z^{pH^;
zCDVD>XOoXKI+|$diPG9kM~7DW`y(0nYxH^<iA`Y9nDTbvGxunHn|QeeRGlZ2<~QOQ
zfuhx_JCEE3rD&~>MOU}Tv!z_=rej`PANrY2*UChiVB(d6f<^B=$?=n)5$l%?nij(7
zU)*-~khs@th2k2-bS)HVfqY!|J`G<U2C`yWo917rg-wmH$IANz>wh|~MCc<IwD;bK
zoB>@*0wO#b`bm%wcp9@Q2L?%Y7To!}z6W$DU}1NW%plwf==*+sMOU{hv5gA|wY2FT
z%!L_fkKWW%?4P(rTbWkEWiLPq^y&*(KV7fUL>_85UTw}Zc`e65!9ZUk!?v=3j%<Dm
z`Ml3ndI{?cE#h}mtgnbKMBrf3S}5RSOsr;TwPQJY<QNA}042~IM)_V;bnF=ZVsG)n
z&5(u~u0AqR4JhaU5N<*vK2-e_RMtNK&wPlovfy);o96vFoeqz}2wEM19|O=e26%0c
zKaEFuA6^Vei97;Q%w;lYQGsL9H~~*S_TaC>fUyNkodlf**1XfI-7523Er3`gQ2BGc
z))Nx2=@zQvnD}-71HQBWYUP|F4-T&9Bpbshxh{v@7W2Jr**+&<QZ#SSr!BV>xp;@R
z8$G04e=-FQIetuBu(1eH$;NVp_o-=aQ11=4B=UAosn^Ia?%XxpZU8EUEjD%?%`PQe
zUuyp6fdY2GFQh+feg!`Fd}d1fcUM>3tf(4<_4gPHmErSbP@bd=OPLa#;;D@;9YD~3
z8Eio_>8=@jy(D?eL<xZk&O%=2Mtpw;&?XpE3f$0%wCk-F5^*upIll#hUHxK<fNm6(
zPXvVn%Qm@^z6k1tJ`45N#H%+4KeIx}w;@S^bG~c0o#8bO^kOweFV6PcBgX&KRz4o$
zs5CZTpSkV!<nN`nDX6Uu4A?-+dd<-FCu$)5sKuKh0rZW)e@2D}x9Iy3Ds;nNiA~3?
z<(l?5Q`0J2(vdvYOp$H*;6+l5zrV^agO?Y$Exvpt)wLX-=W^Tq#Sv@lXATfLt84+`
zALnRv+k9#~{anz&MGCkcx1NqeeAa=>g9_<bx-?7b(jFsfD!o(nBF>^D+gg8O^W=Z)
z%tfAnzvuYn<)H^-rVK%OkHpj3$d%?|_9U8u3Za06Q&)?myO?cLKG;t!Uk#7b6Q@=R
z)juXeU~;=;65QMC+HWj(&}nwazFw_d6}GHVF9exfI78si_N4w9Fd`sNXg|d)l`Pie
z;C8M>^sl9<ph33>&SAq?{hVHpA+dad&o{cGotAgQTAz$qkvW*Bf?@jgoWP*Y#(%?T
zF;x*ZoQR!$zVs35u%?PAbwBkh5rQPqrC85EC!&jK`J{xlWPd01%z(lW_I(d{5OP3N
z$gd#aQGv&ddg>H-Uk@WW<!i6Am3x03`Ph3~^wO0A4&)Eo4%i@3CO-a$Nx`Rdxo3;E
z5qVL1C#bB<e>nD)jV}wymm}$8+m}s9ImPbop~j9DaPo+d7l3lHY0R>_E}&1s{-OBf
z3JBL5mdm2_;tZ@v7?JK;(%DNurQ2wwzt)p{W-45(go;}~FWovA{<X!C7wf-A*L_Ew
zn1cjO`r+g@0^t}C`medfHSy#O_4zufWFkXAO~{&B`k|QLasPVR`p+OqY`&Y#LH2>9
zB{I4<jW8W@omlkX*jq14fb^0j<?a09E$Yi-gR%?0hztJk?L<9EghM`#eR%96;PX#`
z_;Cs>@Ow^IfaT|^_}J)=Cj?&(AuGU@1ppIJBa|DhypxpFHGn^}Y?~X+!Si22)$SKe
z_jV(o16Bzc3jF7J)aPc8<<yMkf(d{|P#N2`>d;*#?pPE7k(!$<Qk;<i>Z9qz;COX4
zk%oD-x;4wN=5qD2YATT?$pIoU80W%Atq#x;snsC>OM&QqQpwZi1jXPxHNhtskp9E$
zuap;>rS!O4BU3}D(z+hq;6-m>!jAYOv}X~Qbg;S|!w^JY>iWrDJ!Nqu0VI`-e%(yM
zU)M`<r0V4i>q_pQ-+x-AA(?q=wbRMIO4sjI!`&U1@79#T$#?4{3^6xu*0v-t_@Aj>
zCZmm$o%juGSg*V*s;Ri6a1df-Z)iLB0J->Uy{E4Tz3KzHmL5yLqnO!hW36lnLsD7n
zRCVQ%(s-{QgFOO1)oSoRlO5LSpE;HDaT{lhGmmz3qapx6?(liyZQC`{*gmex1!>6t
z5v^x)E*B`I@d?uME@XW9z4wQB{YY&#xOvpzLHkz<u%l2>VuaV$zeC77DLW>RG0Mlg
z#46*l4wOFaNc35B&0R7hQSyBL^LNLZ!=GZDVAbSJfJDmJh}Xfq6*%1LEa$UVOUNd}
zfCByBy7y(3Up)HusCQ1B*`f1YZy{`lJ;y|$dCYr-O`HMS9U#k;TgltE{gvPLYGS+x
z3RmS0G|mA1u4CZJU|hb}K+uNF(v}{H5=iLcO3U24c=zRyW|w0W3)$a^Um{=q58eW%
zBo9G~Sa&%Fnz{6HWd0*VI+_Q(kL-5q%vu}RJo(bFHPNP_7L|A{1Uicx&GvCIYbGm!
zes;ojc3%^(bg6|8r0fBEKqD)qaX?rP$4n|=Z77d>Y-&FCfW0r+$S2TBe$RbbGw<gl
zC~A5TIQu|9y)dF&D!!*qSC>?k+=?<+QKOe44)`iGlj4q=a4Dp~x)vbf1>Ca%xVA+x
zE4oixYZ2d;7XoGSP*>j=mDwPl((^k!mgTQh)rs`q`syC|*o^}4!e|e8EdL@b2hDh#
zAw-w2<nDuX2g0Ar)kB)WBI^6lNwbg-lyY!~V6c@TB=5wfO!|Yp^T8Pl*fE1pWcO};
z97rjk7@^iU*%2Q-^#(P0r~gYeIx#n?*fzvK7fn4(G@rd+2@C~|QqFph1ciJ87V-dW
zbgVp|!K_Y{wUr;i1D&2pHv^3iw_mgM^x|E2J`vbCxF%*koMCHE1u<r@ak4B{c&271
zY^++fLv<Ib;T%jVy?WrB!ABC71VFomoI8Q~fng<WUx-JMi=e^CW4r+_P>{0km}Sd`
zZ1QZXyKrZ{!s(i*lX)lM+AVSFpQ^b0F*pMbE>xS*TxxA-KtVg*To61yt9K({l!qMn
z3AQWIKTC1tS-)C{R$z{J3i%_i#a}7FIzweaZk^LmW6rGfV4@VMRXlbx{?nPD?n^69
zbIOVz38G7!KJ+Sf2YzMxc5ut<x?${6Ud$;~g2a@9<Tr|wGS8zn^1AY(u<}fEMmP{f
zYHjY-zZknEJF2q-kd)3E_u8c;4EZvC_0`fu2aH(<FK@3`-V2(yXxf&;<Ol<5i?rg|
z%X{3vVuBlxM1u^Bcm+^vcER0zTQsGEa6$vx_**FQhjbE@Wvuc$9-9Jx#qIHi+x>Jg
z>|Q+ZLzig|oN_JJ%f?zQ&iFc|mkvN~#=886zyE^X@iE_!kPncK^oA59Yjvri%TLzF
z&Ig1TF|@=JHHL65<oVUa&w>mBo}0JEuY%TJpX&}sev=m=+n~xjTl_b+7>J3+AlD-o
zO|b0_CnTGFsGAVK`xJ5T8cPgG6;5Mx`q6mAZH$HgPx3$dU8uvb?G#lK;0L_t9-n>)
z{^5eZ|Ickm?fHhCOC!itcJ62AZ9}QBCZiyPJMTeqR%5voTG{+d?v5*XB6QD)6)ti%
z9cA^JXdrkRB9@KNSLytqz(+r!1Hjt^=c`62b!-gG>m-?VjYM+W(QCkG9b;>gk}UTP
z*PtkXtYfcRz?sCp<?-nDGDP4sBF!{C?JcA$e`n2A*?n=INO``Bdjog`I&Y$wQ0feF
z3BTO0=5CB$<DPBm{C>_PtkKieViR2{B0^^-8+W7i3Sn9d9#F#Z{M+pYBJyW|k@r0_
z!^(9i;GjUZc(r2PAeUyUb?Kke^AHt?ZxuVeh|#ONS<}sy2g<hrRcIS#!9?U9P;=<9
zVy&gt8Pt(7haIPO8k()fl1(P!LqU~*0(d>83hs2hCRML}%ghDU$jjbfrF)b8*WTpL
z|3}l8$3wk;|JQ9_UEEfgxkXJSZA2I|Eec6f%98aKSt3)G7~A`{k%|c+#3&@PWZz9i
zF_FoVow1L7%wWctnfLu2pYP-M$Gwk-6z_SzU+;6C=bYzxKJ%*Df=f>h`HKj{7STsz
zHJ^*fT7t0FOVnep(z>hS>hpY&USiaI2;<uI;s}Zweaxc&-AMX#4bgwgwvOJ%IMDoP
zxNhFqrJUYug>Pbgu9k62f}X0E=tP0rrIepZXV`J&ZC=MG6LjOyQe*jh3QyDvRyV5d
zCIQVTU>1$VF-`~H9ENI7HE|>5EfrxU=9VP~kGPQNr=;hAUHxY5AtyRlgoUtDIkEF?
zZAZH`nUu$YFZ0^)ZKa-9($eM~9wPqzajH6!VZZzK6`YA$!Tx5p?rHVc;o@)*pZ%Qb
zepPuyXqRb{Xc~x3xX?*2-@G~{KE5@@Gqt__vp_RtVlr?oFxB97GQaU@+G0n^2ka+g
z4Z77Ppn<*#Z<@_Wu^_&<^fWq_{?wJ=@laP3^+^}~E`dl=S)H9(_i0)Rny%y>7H{Tl
z9-Af{He6HX<5eAhV}zSL#&6>_*CCvDB$PE{nq%II@AOe=#eC_R-%wUoR1!{!7c-#I
z3RrBnII_<)Y%<y1E1G|_oF+c!c3@{R1$l9zSUHi`Y+Hj9mzwPFULe;9j$3x?;}I?g
zvhN3Eehl@aFR790_Qln0cPVEc#~z<ReGG>y%CVD3KxsY6Y~cwaH`a^I*KbsA`m5s)
zT+GPjHQxf%^w37dKgs%PE=w8&Q<_dY@_tS#XEhR9X6t#7q*-)EB`mAN2mL$OG41JF
zH>M!z4Re_-4?}0!=@~!6=4&2JRW^%?6?KYc!PIb-+qpOetVNzjUO4gCND;6JM-aN8
z_jz}aTs2(iBh5K77ntDq&A>xKzxbvl!QE~p#>0vY<yEG8(+{j7tZUc~uBqBCHs?-g
zUIUtI+uy<_4+)DQVW{~pHZ~E4Pphyc>fe#=m2$m|6}5|5(Q8-_IRcsx%W1t7R%0RM
zJ}R{wZNf;mcCrk)t1?F(rTbSuG9n$vitPVe_J!2(8n1p}PDkz6?aTfj&zA+>0YXhJ
zqEeUC5mQuqTd`{oZ@O7P<FqiZ65J~4n{Wbr>Cl_Q%JmSRrYU25_&5`4p&#E^!FF7N
zU4X67Gvc&6lf!{+0xFh69HVu^p2x|O_!08%p$-LzX*%z|fSG8lmSYhpB>)nOm$pA)
z_l~-P8x;CaVR88P@4B(vX32Txyl2~n1Y=91=lDyrhAr=(4TuCRM;eDguhW~z!i;_H
zVI0D1JKt~?NjMa(NdrVUhW6Yt?LFqWc=ZcG&QSJjIA!X-rKZb;;NK-qn4CV^I(^EA
zE~Xb|VIuTuncAhAN^cXpxPgs6&uj8X&2L59B<^0Kv8(EKPOEG?RX;jHU{^o~OZWQm
zmEBdcj^}Fl))Dipym_kVx^hW4Qev4yEmo<YH?u=FyCAR<yI8lrV&<?JE}ksLY66+z
zsHW5wJPjNQP0<SJC8?%mb-!#HxYyiM#g$_pI8Zi9e!BFXX8UBY><x%?)w?$08B?oG
z%Lb=CJm~1J<^)nNrAZUilkzjIF4=0WsbUeon$!870#3fRF7qK-8BPk^&(Y1aFV`>7
zj+)Ku<{8v=g=}8*wz1R;FenQW9+`sJDA7?>%VE%;1T+)gz8^2^?bVS8Vg!R70wRY#
zhz@&xy}tpwLwu$wc?JpgyW&iM@?UnHAo(~+a7Y^U>X1mrcu0<Q>(2DFw~X3=N&lQ4
zdMnbUDG2ze!VbujA?7m#>J?by*Z%g3!S1NUbIpN0;QrS1@9-gVJ5BrWnc9)|FfvQ`
zZ;Va0Wvu{XWnXaaTGQJZ!pCeUQ?=4+8LKMEhv-laOv2iNLupDN7oGDJlE?6@<>zQ4
z{XDeOG;Xc?=VP&YEx)XN<Fbz_u;lUbN*8By-19He|D<#5fI)${3lLsY<@=a{TApZ*
zhAcAqqaW-WF4=_*M+khCbpGbqkYjj$!2oiV>{j{?-iH{)ID7b9t&t&WE#bBv`hFfb
zHPMm~=v`=ExaI2Sg{acV#r`1KCTOZ~QTgQ;oRHQ>lcOBLP&1j8Kak3$R#s`!Q#X8i
z`#Je5qdPMT-vA_kC?qt%cN!;dZMI#Tb(I!4d!Z?%xRh%AM9psuyZ9sM@Z}5a)Bi2o
zaP{mHHHs?_$Kp-ko(-#CYakgfq!GKD@`r+a#R>jO@zU?8#FlbW_INfL?XM0yPVRM(
zUY==4XzCnUfRY(^+>Ot^idgEe9~u*B#eUS0ts_BEeIQ0BM@qbWzgqCyJfs`d+<2OG
zbIEw1VE+oNJ)e!5FR>6#--5LoEK{)m4`OkpB@O?oPv?ZHs>f{hAS*W~-Sg`<txY%7
zNLa2oQr3L^HQ|oA)GA$8|3_~zy%#6)<aWfiE%LPMHyIMMRWf3Tpbw6~Fh2W_H`BKr
zx_^TCRftk!V4_1u<pP~5p)Wd_&{R}HtfYRE+JU_2NvrB~rE%kGV%>pYV@((9&voTP
zSX?0yr757`B&9Tdd{PsHl9*ER&+Z~^Vf^96(>IU-649{aw}-zE7snfdrxzuX*|fCO
zv1VG(R-U=y$=NrD#M<vWSd4U*l@KHV3CNMUtb+?7hEehgL<_EK{04^8uCWs%%xP1q
zxx-D}_+ICGWennLsyM)sZ28PS4MQ4`_xaAAqB*yOcY+L<&Y1Z->Z|$Uf67b4y$4Ch
zz5K($JZ5RK*PZ!ttEztf1o2NNJ{{j=-bIduQp8I&4oVKCjOsbk)580~x8By+5*N>$
zt=PX}MEfST&?;a+BVkZ-k;Q2p+mS~rZ?^u*tdBtPsE7%`{&v`N?TEfYDkic&)7>&b
zH%N4jt>?!q*|P`X|6phR44cBN`&4SUc|f1&kB0E{bBhOlhSe>6!7z0~HGsD{M=1wY
zbLffCJx)g(TCb`3Z`mK^#;by+3@9tdQ0j*cW=gUfZb=(d6B!({x@W5Pr7j9-i&@+~
zAiug1SCr5!IBw;KT7$5tW|7MHep?Ha-iL9>@YbF`qO2H>Rk?|*S^UAMpY(qIdPa<G
zdP_b&z7jt4!wbw#S)+o6N4hh;asAi5#*AQJM6Z|XNck<#JQZXdI-E2+D5AMtc$6T!
z;lE|HA*#fRU=V-zq)14IL+M&#ewdB*o*{>WoWS&6yI+>W90Cb+xIvnc0D9qO-`U$T
zC$?(diT~EqBZ#o4@p^SbH4kkg*m7~z7E?as2H4H!hM-qe!4T0!0;{m9r0S2)+|FB5
z-?w)iVa!4!2|p`=(;`0Sd3H0!*sg1nuVH0Nft<fu4LgL`M$&dL?NPfpfj`z)d*p;S
zJAxhhn~#eztLg>8=wDlXaGkD)&;jtyCH93W#l0-d0HenDHSe5ctQb2f!8ss`fR)4(
z?QV8N-%%MWwe(`S4UF~jZ}(T1xp?ss#x@PnW?ngwA*ArhRJ5G~8@Uc2vUCTMd7iYL
zP&r<L-r~Zr+d1E$(?dQyP5<2HdP(Q?)ai*s2L+#hfz_8mDyM_Dhn#(K6LUvZZWSpa
zptgq}0I9v^)GnLABl3sKrS1dOfNVcg4&6mV>K@Z1qpg1ri}iSlrhih9@`5--;vt09
zEh&{aW3-yPxx~qfxG2Xey$;6Fd8BER2HF7=ZG{V;L>IamMEIX^STqK*IqvGKL#`GU
zB;>}3F0OrkEkQ4!aj9}^pFMbAEhp`U>SE-Z`<gGv=o0}hLJ)026I=dOGPzZQ{*1Ue
zk!$++1ZlEGzhHwROZ8rAG%(KLSmu`H{>Y?H)YrTeB~1tL=%)#%sNhs0qcC}USq^AE
zzFKZ;7v~)NJvjnN|I1A3$nO9O0QAPlWF*k@^mu^r1etE#M(iqwX&0xh-Wc6I)o=ay
zZe_I)y)YQB6@S?W14dYm_>aLXAKg5OUF3M*2P@d9j0i#6y4?Z}2KoQ4i6+L&Eg5-O
zcMK)ixNn5{vDEOd)mq7MilPK4{t~t0pOHuWfd^*ibjsJ@FBa1a2BY&Iwkn79EG^S{
zoswTAp~d&t1uGzxk#%~H2K`OC?6Yw(yz`K|l$F|`2gIDr46CuNm_FE6dQ~A%F8{gY
z2qJNhsLzZpci2-_m4})GW@^*Th}aKC(inXlB6cgdxM>r&Tj(o$>+}u2ll&l$$lJTj
zRL`zU#2^f7J-C4f$oTJ-yNB=x)H#X~0w6m=zaVZf!)%*8i~`D`;P3Q!s+aA?eWwq?
zilb_mz9BdtGHD)JkgVL&(`?T?BJfxaUQxBV!!#PdU7RmrqZ+5=&!?z{@_G8&xAsoQ
z)h?dxw_r%373C&|X7^?TbG}^}KxcUjpMsRJB#Yc(gIAm<XE6?8Vg{bx(`LNA@Ro7X
zoB|&&iTrO_|3QD^0IS;B3Y8_XMi-%1x+F{To`*EAMA_W7=F4C6nQ~i#ONoZNW7j2y
ze`8aUAo%JNhG^f%umUxZ5`+=EowrfieTXO3Ho^B6OvZbg^kt{X2mqWCF?4ciFU(;C
z<|+>gS04v^liYIg+qwuy!byxC2u=M{pe=_XQn+<yarL44BhXbED}xCQG?Z-q{#i$U
z7OtHUfN+ux;|4>?5$HnF%k=_+MnP=bWzk-qf1W)vmm~#UP|1$j##*HW(+pN^u%e*J
z1?Fe1WL{I~sS@|kUbIf@y<waJC5`NTF@J+oD1a`OlhtGQghsBjQMlX!%Gg7RDs;*P
zQqjL`JaU?z(~99y`a~yc;&b4cIo+SnzxV@H4D@xZtou+SsuA(dLtvuKtZ!UC9h`Ey
ze@gc2;%(jal(jUt@&wvGLAF|)rj*{yO~u|_zYiys>KB!oC&O3`<biPu@##zl=MVct
zuWfw+s5?toi<$w0paYXeE58b&m`a&FRotCKSu@5^ZEVzn9ShC21&p|*;E2aJS|Mf&
zmk>F)X^%Q9S6A5EM54<rtwk0X*Zc3o$|O&^C>}*VdXQ+-`extU;>GFbt<boY$MlEv
z#+H~$;}bh;j^v$$3iA?tp~$MtdFrcjM$T!s5MEU(Rmi@+-z~=dCn&6B+;_&s5Eg$M
z4{y+aW1W(rH-(EfKW|w*yZ;TQVo+O7=Xw2a&!;y~@jW`zJRM)PI8KEo`Z6Kwo6W8;
z0!gZq(uEFp|8LtETr55p!vJlDbkI940T-~yewLMWcwSTlr-l87GYq`-%t*r7aL+8=
z6GL~uDN4VuqxSJeKa{-KJbU^RRktW)-c-V7!3*4qe|6O|5m>5m6;s24=pj(kSID|u
z+XT6F#Y{K#h9dV}0MG@OxMzo&;X`KWC0$Qo^iQdM9}!F*J&guA1MGr1D{&eJok~kC
zHSfeT1+Fnbn#k|8Bmi|sNV7tun^dwy%?~fIy%vhChS2AdU|_Lb&?RKtrV(dwtSmK;
zywRtK{{T^nf#tTJR);kBugRfr@w(5i`W4BRp*;Ryq!P5M?a<ftHNg`IWGkt~LFZL&
zwUdu>N)pSRe90rad3Lq5@@&Femy*G`FtNsnzwqxks2|_GIee3;)C4VSDQ{$f@GZUP
z><E%mfn8cfN}Ig1;xALKv*aPFH3l42NI&!h2ZnV31|!VH)4m7XDnN5~A=+;Q#O_%<
zoj;LBdmVB0tF;PM$MA5C5e?xKQfRYPaL`gFOa5JyHAKI+Zq+KrJyD1k&_O-c)zvof
zQ!w8-O|gLLUoKTaT%hvDM3{fncgJ06b||Wx8D>R%z(J&>NWG>>XrjnQ`4t_s^Dbdc
z^oxZ3*t*1ZP$G51|9gmCiJMk(uD7>@lIM*Y|G_hj0GTrd2Xq(gb9`v8d@{PkXEP`f
zlQ2_6dZ6(-F#_bIKlwA+XX5JPoS%1&dwd!7#RX!<u^Skod|!y-QQ@Y)`sCYS+r+F5
z!W+f9FqogF@Cd-j;+)h;Sfs5X&Ce|la^r}WKuIz(_-ajl$u8zTW;Y2QAUkFG<n;Lj
zTRI2g;ao$(AH(@t#9`WW^R(_Mxo9Bx-&-N(PG*_wV0SMB{^f5!K!hcj3ZGN{$7YcJ
z!;vU8>vmQ&oEz=PZ#I7pT-9WT5T!iYnvnvJb~QcNeOQ@!w>?Nf1G}XjS_m9*Wa+IP
zoIC*nnTVfq`?YkEP`OeYH8<Ysau!($%Ie|&D(YAIhrPqYwd5ABfIw9aF^?*Fc6jAW
z7~GP=%XX})*6TfT7=+7bn{xhv454W4z)H3-IcQDf_&pXLCXS`7R*u>&$`QWWdetLz
zJH6!84tIpLCCo00scETuO8$wM=wwLn3IjCIxc6;2HIcAQ3#Ne#Y>WuRU~LY>!0=b0
z^~)WgCp>VQ4xgkbeM{3S!#qxNQ=;hv{3I@CFZ>+bMBr3oM_HTaCSDnc=*0q8nx=UT
zKr#NrXm0(%bVx8?zYSRK5T)gA*mPJ+Zu{=M=DwiXyibn=0cU`Km~c#wn_kGo0!8J>
z9C5O%Y@$y4wERAUVitS0d4br6)L0#hfARJLn~i+S{&T!2;cxD@(2wt{-cRiG9B^s2
zEtw@ODkQU}$yvK@H$$~@NV7$F#Hb}Z%V=;K##|-V7q_M+HtwS)f*&b~jBDWS@k4FJ
zk@N#GbrV~+wQe)gU!8Q^1qmk#+5av3*7#%9bE51*dIM9y;RA{e*g&UOhF;weZsuJu
z|NLo_uUwpy+LB}T1&uT8V!y4;wk_orDK-0;3Bzm(4(2`Qc=GJ;S_{1vwZt}SMI!hW
zGW!xWHVS6uLxLWws#oUgXJNLLLZD))cW1t{r}(KaX2lI)H;mp_cjWt|3}=4)azEjw
zZUqVqc%3ypve#2a@^<~H>pm=D(ntJYnKz#DSH~}pC?A)do5NDtf!WNWREYE6C9N1D
zcFJ1#Za8qr3M;uJSke%8hj3l%=}~Zi78xJ|M@LjAAIuLCH5JfGZ!+olH3L2R%5%`m
zZV8vG`*39+*v!xcSX9zxx9!+=OM{Do5GDSDnVPOUbBJt>`}^_Das3G%lAkP*+{D40
zVeR6<SerH>=0gImslY7BU&%OdL}O{(R<rkBt2Wm0*0}k%kX*?0KfIBNWR6+2_S?Y#
z<%NzuM9QLfFF!W|00eF2EWC%iGGA%DNPY2`^h$g~WLA+!!R(re1hFu9p^HhPekJ3_
zBPZE$=ZS6N6>NWB{^NzXY)gGMOFNz}p7|71m$_w?EHmLizU}B@&C?Uq;}kKQx-dk8
z&UUS5dh~%B&CG<b_oK&Qucl<k3*MsN5SvUb$_?wMJJQmu0gOFmQw0bCrV7RTyH)iZ
zMDjIHr>CwQn(`_?1{W8Zd7|FYYv-N3ip+$h4?-rSBf3Ztai8`Jmfx~%Kc?}{yG#5<
zYbqq)-67{e1C6;bx3p@{X*=QJq$e=E(Kizn;b5Dhxi7~zM>#P|C&b<(mJp1gCU%XL
zHBZS_iee^eGR?;IW<_z;frHf;1)Ahm2Ju!9%uu4p0)SXh`47(5M(3;P^*1W&WuS(<
zQ*leOgOw4=G$Y60yl+01GWzJtSeLCfGn(IC=OuED>#6rrQ$?P2Dy|k7)AaWe1Bcph
zk{fhI{7er$imf^QPLcYNv5Qu-Bph3*#Po?jR5Fmw@^<63fu?4Bb3MAaZ*d|??sXn}
z!JgHxd}d+@LQi2Itv-bKI|*__yQv@BQROcezjJw_OF?{k$vqKup3Kvw`yf+#6ICfD
zzc+;q1RQNi=(?82;#u^VT?ZsFqY7%|e0=ijS;JjFT_Yy-35$?|wGYhl9*kn7xOo0H
zYh4IDpzAAyk8C+Xw6#rKR4{DGu(r`Y+^EPxvo0L@NBfVj4J)A|?-J?(_lM@DjuLyX
z)t%x8<&(o;K_wvEkFv)rah)1Dy?Co^#kN1bB24_X2pPzN(2uRVut|EvC%Ol4#yv<-
zS50jlX)hPQ>ciX?u7pGdUB$L~TXpS>-G(DVB0t_z!k4lgeXedm+|UIj<`@VrR9OC{
zEb&P&*=OPqJkd;yyElShmsInH<L`@9o(@d=2`Kmy0<2{J<$Lr1W5ksj@Z;dh3tlRk
z6sS3v{Qd9m$fzTOyhep3>5mm>ItBxkIeYwqPwha+2_wCOkcNP=KAj%3rXgTAvJj6>
zYlm^N&n)w2%(#uL%XdBrzbS>%Z1Oi>O2+Av^Uia_FR19tV6cdd_=Jr`Rc5+l_f_1p
z9j3#c+?}9<?5#5#Nb-HzI)|_N+L1Ud&5BezWPJ3)>hF>29KRAk47-xAC%*h5Vh%3N
zQJ2H>P_IFU|0v!A%LQSh8y=N$LLtooiXA<wAX43?EUJ+VFN2kS;b1$6M61rq<UdGL
zNcKfZeIS%|Vc(h~?x0GjZ`pb%yhB~+tKRsJ=41WC4$Xb>P*|Ctr|r>9J3qN-+y9%^
zK6&JC(L9e*U<f(pcM9oj2VuKdy^WykJyC_O`PJAw1xLmyL3Nh!1@M?MZAt5L*B0D!
zXl86LWh4pQzrtifYNpwsNlZ){yWDQkaW)4}@1@*Dup$oH<Ntkq^lydi`I6ZJ`HmrE
zwVy-wL?`<@X+e)2S69%=BISj8%@P`3roIGv(vV(nY0ie%wR2QCOBRysRG8D<QS%|S
zBY*{kyLOQ1USp7DqPJDiq@*uXwyJl3euA&WwmO!FZ%f$QLaQ%fiLukT>G5O7M$A|5
z;8l=*(q$K1Ij4WmZ_>K*puhM5pBP0Gbk$fJq}coX@Y3-iM>}{bB1ER-$Ll|R_Oc(|
z!LX*>ztiZVuo}^i?;kLv%+aXAtpXXvIAUnzg}~J4Q5tVY7@koHU9-{D%Tif{wfh#z
z^#|60M&+5PPeLaw%jb^S*DxE4Ct~9PZQ}U|0qYI|!I!Bn8Uw9`HMUL(Ia~$9hh3BW
zqo-zdSNwl-$lQ{&Crj&=fl=6*I6u#so)i|7oN7pT&t;(Bwrorccx+)tQ8#g))D06P
zvxw2dZF?KSzklSDJ~;{8PD?c`iB6nio%_5%=6{^AFL~dto1T)~?BveTFVCMPFs`gM
zld97;Y4DddDr!lF3`9ZUMU3)n+q6s|wR|DLUk%kVn1cO)QbPz2njKoZx`PV68-AYP
ztk>Ne$}DtYZG<Y5WBxtS4YTe2LP4{@{WDksVD~QV$kY+}gIP6~Rv*l0$U|k<0uY)o
z)@`Q|J6ZJ^Rwv~S<{h8*<ZRXiih7`vnhSEgBt<TAN=m);gtC-m4{44JGn3c8XDTE6
zOT=dnMKD+YRK}tuuw>{ZJ+U=F?qS1zaWJt-o(Pj$FckUt09s~74;y+ldYUD4p~LX+
zcCV9K4*A^8DXs$6-UP`EgU*gXI~xBf>2~(wc4tNROAem2FV<zL`Y!#5Hqx{ya;)B`
zCMaV_<Psag68qs80#pxHHOH81#!L#g(z_PJ1EyQIJ;Z`}9T7mjwWrSgJ+#0{92fT@
zxz!c*Zo+ma(|A8YZm%y**3M_mbI<*%nOfIMX9YF4BZmh32Xipn(z_+pFQs@{$Z^3h
zShwRuBBh;#vE0Lsn&eKhhxee@EG~AfU+Fic?b!2<#4+?BOTq|iu0sb*813s9`N`Cb
zCEFo+d71LsoeB}<5`K0+_}5QP^MH2xBQ00+CkDF^R|AN=v9}nf^rUWQw^max>6i?&
z!4P#2$g7#Oq;((mdq2t#Sj~MOqBU7uKqo<DxxqJ0IcfPlVp#k5@L($#89=C2p7W>(
z0-VT;WM2z9kWV`{iwy~rHJGWG6X=ilQ|*qy`jfOgN+EKFJjaYuZDY3I-xjUEt;6A=
zLmmooFmy>XsCLd!T_=>QJar_icZa-s$C9DysFbDaYOdB#CF9Db@-i!vl@xitV%!97
zg^mv_SIbo#ND?V`b?Gi4{&%LU>T>w!hq8Y&pFu>vj(%Hac4<ET^QU0C1hg?v%jEA<
zbdxaltLnx~VDIx_>pf@u_T(K|-Vr0=e7q5S&94E@(B?|p9VJsY);4uD6c>?{30~=M
zImcQWv6pU_Dpd7P5l%J(DkcghM(@t#5`4F*yR+$kR^g8`a13LR@k1TLSdv?qUmFFG
zN4ikSmOu7-K^Z%o^4HIIy1AtJaO7jg=bQ}1nGOpf@|i}Is3vZ<?sSq-3V}i@{r%~I
zfZemi0z7k1#oFckHDC8z%d7QLa2=Q*L+Kf(=l4GTWz#8qd3uTJm=O6w{$HWgV9n#o
zpGWu^Td5<a_PY{nhszf1NWFRyc;t)qQ}-QXo9AZ_I=yn}2JV1i@VQee{gg&Q)1fh0
zL1O?1ASD=lC?q@P2*Xg`qr*3KK<5ffLr=NOXid(lPXauevs$_0C)<Es`;?}=Z0&!`
z)CGziXcpuN3|s-JCsiWQ`CL^FWlxzNI(+W=;p<&4!X@UJ%jl<_TUpMrJoS)f_%%_U
zC(<1cY5S8h@Uokl$L=Gy9*mTi`oH|LlR{m}o|PndQYSFt7I$eIBnf2sR~F>3UyrP^
zc3#W?ptE7cw{>U)&o62QS(P2Ll-LU%eL19n((8rezvBpRV*VDHb|q0I$C??Stv~NM
zekq{&Z0uq7cN8}>M_XH|>>SGu5^JQ7Tg!3JGJVr)R<W5C{7V8o8Yfl4wTc>%Zt?aV
zXbbealX|^};qT55vEIQ60MR3NbDThtx`27^_TZP9%{cv5aj0(^&A?+RluaTfg0T;?
z+ZjB}Hm+CyBzp7{)i}SP5dBr~f8NkzP=d56-?mJ(+8IKF<ZKUfwDZ*lkKt~BYSI#X
zqpm1kG@8}P&zqTlBQS{@^0k9w3p&(FI}`nAgUsBNjHgjYVR;*()`b+6t0NLw_HPcJ
zNpt8Hic1ePub8F=!f0!zi>Z%~tLuWSJhPHSUowR73Cnq+aQ1WOHJ|8eXWxl@7AD$(
zp9*-n<eY|C=Pl~fqS<aSdQ<zWAL>U&^WXtZxm~-uK9z>nyZfgO)I2-fBR!PcY=vhE
zdY=VeCcNSnecz=1)yC!F;<((&X7u_bxQ6Y;RF4t7nh_^0`kxc`7w=?X?ni5tYA<zw
zc%%Hk{dc5zvoEw{4mB4*Uxtt{mNSJTsW4$;NPr;n`Jl$3HPnS7K6wE<SRJ|+D_T8(
z#1A#Q+Agh$6p{r8miGy0Ip~9TB=V}%>b8=ic%05dEyp1q|Eg=%km?~+YOM6mtNZHK
z`111barp$lyEWKov(gtDQtBlOSNi4doY(p|HG6wA4bLMkR-=;prS8X#|JjxxGZT`3
zh3WjZ%m1x9I?I^FGer(&rS2z;|DjYg1oIiL%BtGxl4FFWj!=@)32Qbn?}REV@F;H4
zqy!reI_I9bA29V3(o?Ek8p<->HnpVb%kk9|dNBTm?fc{a%jsx2f}R4{v<ocu-o;PJ
zT5^rW(am3Sdx`N1)M?}PA8h@kQT5Kqwssd=7I{T#r(FkxKizW=*`F+&O7F*QsidZy
zX8Wh#frUqeiLMOKe*LIj)evh}N{CzOqzV|OG6MA>3igkz=)~VptMespHunqr0#t^!
zNTZT=>ZzHiNC`Eu*O{Qp!3zFti#N*2#bXEF7Y%(OCv`F^!Cw&i=2@m3`KMJ})5VLG
za?ME~TJba(_LD0kp9>7bMqzV1RIbjKBXn@C0Pw51Gv~oX!s@t@mJ`>dQRb>V=7@=M
z`)2DeL**7;JV7m$ULPS@9C+~V0Bq)GUx&k5wq#EX8Ae;B>V6kzh=#tI(9GAk=z3S6
ze%z-0HntqZD28bw$QxZs`>zdcNWczC?Ww9t!2h;0<Tga*;gRVjK6{c<PwHmd1C>{8
zzZQii$SjaEv>=9#Gf-qc4jaG(o1FL;K?gDqxMOU%>l-#~P`+v}%u;>MB<z3#O}kz>
z*xK&%W=Nr`cZ8B~a+=MOZ|kOqS8O}`x&ssZ&UxFfa-aJj*DMle0LFZu2&wMHeR8t7
zT~ZWEQPj^Dvh1MyqsjQ(D7P-{wx%<Mtf&Hik9gPg$nOTkCE#BuwxW=ffLDJ1?%9J2
zn=M}&o-0VYinuL1<Fr6>eHpG3Y5%xS(H$T9YNx`ZR$0lm%Mj>F(p`*60}4P!uk$y!
z3~`eOd16uC4^?p=eJfUV_4dIQI&1o;vU=x3cW%8IRCaMO?;B~CTF&S20M0Fcf}D=u
zPaB^kf)`gRYD_WwJaw<3>iz^0;*gWvA-_fX-O(P*Hh{=o7w+#MffRm(#A@q`n_rm?
z#k^+rhqMD{Vk$J;RX&wB|5H*Bx~5~qlzFv2Wjzf_{}AARhfQq7{xd6$>hVo~HGezs
zM&^CvY%io52wqxke!Cmo^v%Fe?XR|NQCs<+K!xkZ$*!x{v1Z=3_K~6xQ$ID1rF;Af
zJ6o}7P*rs7uCPvB)h11(PA9ATg!N^j+Pq@E!N*#Kux7h1D7$%xTg5HY*PHzt@vLsL
z9t#WvzyUG!j|*N0atJ;LPi^#?Ra$ZNtYMt(WCRkuRI{u|^nf;VJUrWk@VzUglTf|}
z{xPhO)l~j_Xb+Nv&fX-$w_c58tt5{?PRW2Qbdhh;LfgM4BCjr-f*=39UNEb9BpUye
z3q|<cawh$@$%->S#Y2)V$&W*8PA4Wwil!A>i_`sT&SNZ7r*tPBMB2;~<%o1S$$2B;
z94$Vnog{%iMg(1iabQ*!k6jtws8d31rLOE4SHoa_O?guDklT9#M0KQN>aB0so9ZwJ
zKap~}wZu^z0bI7J?nz4_dBB>Q;Y~X~Q;`*tW$o>ItvLe+0rGJasaMgrpQntlSc;LY
z!FY}im_uW~6fP29cxXA3pT?fcbqYpy`e(9rgfipnP_!muLCJ3Q`;-(L3p2;XtT%kd
zEHr3Z^?>Ni5<%{%HhIccnLkqGWI*w9^77_g-{Z2>N1{sRlTXb`$Y0G(pZe+ciKaAH
z8U(W>1gZG|EAQ8x)<0orb01?W^)yeh)iiuBYw<Bu+e_Xkyc;GpZ=GrD7Dm{%jJ?U5
z|1XItAJCUOC1e@K*(WImSco~Z3=5<4#-zsQS|{g_Ai|pFEc#&op<YTQOwFi{_MTWN
zmp+3d+np263cW7Hf{LUz^yR3IVBKp_{?IWSNA+2Hu>j2hgT#>NA+=2s>p4MRxLCQL
zB9*K4am~Xn$(#?UZeLxfq3jix;lf7B;qP~0-pb|0%|t%wNr-lR`mzcKivBJyuFv6u
z3g}a1HVGd7Mr-d=kV)|B#J_F0zfS#4xb6s1@=3(yB)zhD+`6qHil_a&+^M2@D8m0<
z`=(7wUyB-YdJx;HJ3IG&6h<u7#B@<99Fp_}+^O>1komZ=EYCGM9YeS<p2=r#G^PKk
zDw1!OyqU`p;yO-Ym46Pd#UIOd{!>eM9QMk>KP3wdJA%^1dIcp9Nt2`d%HgULmWDIe
z3AS7B3ZfGZa;2h2$bmiR5L83lA58<mAP!37Kd0cR4ZTaNIitmx9LhVhQB7P7X0EtY
zQcdiBtMGSTpp?{g5a>CxP5>>9q*liAc5hpq2)o!!R{R}`C;A>NGHD`&)ATIIkxyM-
zwbQ2C3aTxr&~EDuWnE~_$<<to4BYz27}2j(FX=!L9>70KqmT7u-vq{hu4q+cW&G;@
zmK~FIh(_V9<!)h|bYI^_z;YXkFe%yk!}MvvBxzxl!@;5l?V(9VvAVzU>I5~iH*sz~
z&+*5snl8lI|CaqTGyLYRZsp(=WH+(fXZ+0z=H*|mcFlepGA@M&%ue=_IK=KO{i7QG
z7|EovhbUX<w5DNcuPaeo=W$r{J4*(I(q9I26KW6(&CLl**DZD2KQrd@ge5rCd`o9u
z1y4I&BD&S~^lw0<m63P`ic02dPFhM4xp&|uZ&=9vChHe%LRKYCld~N*Pv5#?HcNc6
z^VQDiFCj+XhP==(EfLoO^$EZ-XQ-o)cxn#ZJW%*o&-0h#m%WRsI!EF>IFgdovjq5I
zbG=f1KHlDLpZGQP{B1P*3bdgmQ9rYhPlRsQ5lQKs*Xb#$SyTA*SF=9D=tW=1h9tVY
zyT1H^gtUI;JBRjy`Bzh+u7?P;T}3gn&`|an3O{jiafR+oWM~C>*P>cYUMVR-gCHhL
zehd#w&;Ma5{=ImN+xNd|_c~eBoC3yHr_*c^ah_!VA78yb?%S<0sSicXwgGH-)#V6S
zkhvYV<?6yyu~*zsX$u(T2$*O#kPmE#FS-}^BbzXdGY(%#1Ejxnhcs~=SAB(%ncJ0~
zWtUx?Ct(z4daO?m5kX6idCS+sL$|)F_XBf9d0}OY9j^}&IYwrx?tkO|^Pz=$G(Jud
zst2U}-8)s?BWa3`xo`u190E-_*1282qo3phBiElDAz52p{BdG8d4i{P!{Akp8}A}d
zUyd$u&!(mBZ~5T!7yF0%;#Xbw5#4>&Ax&j7%}!w^@nN&t4Nn)NpW5b7QEfQY8QG~-
z#=m$6KdMYft(oZbdg7u`@M|tx6YPWaEzz#miax`EA3f9XUY(gd0+R-vR#V;Fkz-+F
z7!MyoP?oY{K~TL8;Oc8{e|#3R7QzxcohtX2ORCD<>5SpFk3m7lS2SQHcbqPz?L80<
zDL%^MTKa1L0Zsp(G;IZ=ShButgy_}smNVR+E8TQ+fIafppZat*x_()XR9M+kUl$x~
zik=m3=}{xHSpVZHnEm!k)Ky8U6EU#x{r66K8+{o?<#7a`Wg#;8pSB%3)HBR$7R8Nz
z!deFW071L_>}NC?k1~=hOPls+jzhfMk{lsOxOo;vnzlf<p*q!*hzBH!j_8($U-BzV
z)OCLK{*;k3OfW}2(Wd>G;(+Jv8bWF`iub!BNy6{oYJHtu&^qr+3-n3)k_vUl_Zj^Y
z)f@?P`kJpo6uWUL{TMI!XOX;ibrPT9BwzIhu!pB0W0HrGI#w|u_&WOgqS8k?QmcbA
zdhl(3YG-B^bYqE&*HnN=B_uu)c;>1S)PEz+tc_<=#4rYV=v1%<l275^Vd9#6bP<^x
zv-q1({L7EhmmPfHLRF(b*6=*GdudO@SqJ)gfGM}U)A(t4vvaYbm!(U)6zGiXRU^Hp
zNAZA&1e%9Bn+!2ur9SCrS)Cf&$BY1VmA1$?7wQ&ynn!b6gv^2WDK}{@VQl2EM~A4`
zHanrJCO%=v*29l9sKsddp&Nm8fOq$A)j#pB4Lc5d)@iGq6fm?V!M@>O>L~kJX0l#>
z#R<sAXCKN_cP-&w*oHE(uCJflv_>NJ#m7f~O+-bn05&Y+U-=#-I4{I!P+EP4yBKtM
z8X(DNbwc|W-iGf>%7MWA_4Ek-xK=p_e#*VkRL=4#%)y!Lu3l0%jsv!S&~Q8`U3M}*
zFQMVb$!3Xt4XW9(9XK7Y1zQ0EkqS>sF-M4Kkg;vJY{}S8laH(F>D*&_0qr0!2nXwx
z*~EkKt(c?DZ}s~0q!qlqQeVRlbTd1h=FOhmYGe1%D{zoO>iJH?NyP6y-@7~EW!}T-
z>>YP1Jj<gv@vg4OC<$Dbi41;sDx!;vBwaP9uraV)tqjw%$E^dKM!Aw7gK@*^_NhT&
zlmn`6a8%;Z7>0S1-}giFKh<?}3ZJniqxM5<czxN^UwL{>W_&#=Jm)%6PvhOA;yZ|w
zT6R)<xvxSlselNVwr_D#ueN*UJ9S?L-e)8UOxikA7gZqy4h~96JNIwSGj2&N^zNe$
ziLQ0+h8KfurY-F_M_NW?4s001qS`m$)rDFJ)TrY_;PqYoDSU+2I}J^U`_#%$Z!~nb
zxz$u#-P8ka-$UJ5nQc%vUF<<YrPO#>vyb{{-h#33H?h^^0---wyXh-abfKzh_B&?;
z*Wt%ekpu}RqBmWDghUxgjb}IYg%F`wm3b8tGaB1dzg7DBLV%8>t4r%AJjWtSw}0Hc
zIQ%>NX5lGZUlqpzh>~?aco*w&e9xR$xGu6Aw-oxmnAQGP7=NtSKjZpVk%n7Thm7TS
z&D9;NvH-J6ho^HVr&CGCeQ7yFrdVo2BjfG~yagJPbbA{KC-zAm<<>}kbgfbXdX;A+
zH4eqpFG4>&H#J_iYEjUcX-(qGOB3fb=h>G=2aQe^aW}CZR4Q6Jbw*FS%G&<KiRU~-
zq6v+v=*z>ZAa!k~oUOoJ^<s0ZKZhkG{%(C$u-Rzj;Y+-9yKoe$8=5mL`_Ieh8adp!
zF=SzIZw+&JQix}QsBKJ}VpzIEso#F?wMAn|d<Nurj@BgTl{tv8lh@p0v5tH0WS0`~
zIj8<mM5cbNs^*-M*<)04Pce1}=71U;aAbeUyOS`=PZb+@k{0<sj221zk);BMw;f#?
zjMQm!Y>tly%q&9Xx^eMppKGMQOX>UKxPGcVv!KTM{m!ip(IN3|^Ftn(gWQqysG>iu
zoIdqJ946jN@tM$}{MjM|@vK;Xay{<^lP(wxIcN~f=pKFPl%wmV&9j^oj;aN-7c(1#
zc6!Z%SHqlL4C${=1=7NGbhI>Jx&)X~ie4{MBepWs{HWHe5Bjl-E^Ix}tMIj~NpmRW
zZGOE*M$-t|(9HH3<wx0fy&L)1Co<UJ&sU?DljtxBzA*P`;Z+#>=5BXdV}HjXUugn~
z&NI!t$Son6{qoC4jxF&h!k<0(;q#rU${8_7{9&qV8FNv1WDp6;n(JzxPB0X)*g~bO
z=PF^dmcQtcBYp{19<Q#7f@c}0b_fo@QIVvYKe)smn%)1$NSu34ITeg@+BZiqcsIjI
z;m?=b+*G^*RYwFEz`m3&XU#SItJ3S>1%Cqnd~Ug0XGf3UBI8eHD$#-1!K}gN<6Zz#
zTIX%v#%OL-XN~i4(;n?tIdln(*lre{KZHIYY!v^wpgf~)NIm~>gO>IghWrS<^*wdU
zbPS?PGCH8`sFJ@>z};4j*;p|X{{piH?V3TJy8e?J$T=q&{taPbX8p2~_hN&EJDGKF
z+dI8OyHFXO*a?XY5OIiiFn=vw8~i7cS~wumT2AYuJvGOELjXp8b$ZV-bV%*2XxSP0
zWYLe0l323}sm{x1X;l2NHQ$g&tR08^wm7q|kE<W};HdV}Uqmg2dW*UsEiO?q=$48X
zs}F(+h3^3Mk==snAa;3|x2;+8TZ8KvCzMW3VVOF@UXA8y(uKAai8K6^|Cap~{qG$4
zaa3CR0&?0=pqU>*39yl9a=`sS;(4z9o1_1ZB+18Wb!>-4kKzO9>jNL;chiY0?8Dw8
zsMZFh=i3!@LRYr)$Z!HVJ%0Rs*=jW@t8Af(zH4Huih1{Ge1!Jk(xZ`B*`7Di`g_tZ
zdXPp0gFpfUR#JiHmAUV%1~E|6WwEB3wxPXd#ZPRPj4o9It=`$Dg5;abUs8W^0{P7P
zu-&uM_wjcFc(3=`w&3*uFn<yqlEXB#cI?(06wS%uY(dB6Mdz!reu;Z6rJTVB26{6)
z@$)?CQ3B>6b`!;y=sg-NAol&Wyw`efi<-0$L+bn+bar8@RR9tKd5Ugcn%8_HYF6H-
z!`!op2u(u&UoN4p?9&N5?7}sq@sA;xS{<zT@Lcvf<Ic9uL25&|6n(aF>Qs9kJ-^($
zukt}}Kaoun96Xge)FZ64427VQ;IQ~(8AsLEQ8{xkUu1Mv-of_j85pdHR@#*3d$q$G
z%slt+0-$NaMyk>8q008)dqfd-d?Mu3Mr~QcvOt?XNQ6UeWbUuca7W!&B3e~B#8zFC
zw|7-I^Un<rw(=G!>fdRVvkD>}@+qwKN95=1KIZD%=HF8&1Dx%g!Xn>SaUwNhFY=k#
zot(yt!NjClCLi?=x<tKIx{rCh$hhRx&|KGR&XKt}9<h;6o&~@fMK;^)@X7mvgTGdd
zbWN_)ZjmyiH(k*@+qAngY)<!)a#G=^7DaT?FEZZKZNQuLeUr(_Tj6bNAh5>&xUaK-
z^1gccdQsUS0+a`7aQ&OFgx52dYG&$vQST`$$P2DI8Mm89R^<CSa!xpVE0TKm4!8&>
zqFifp4P8+K+IC9{GCo)WQgYKSaL<8rX7GAF?2?RD?gwlc6})*4nnYO%fdUm&uFF4n
z;G}{-dPb8d;hr-*!~TU)rYBTYsm<UPYk*Tb>Gw*;k9mV4Pos*7Ys7hm`dD-UG)pfm
zo5CB5qPXXti=$@n5dY_zhceUFUt-tZC*yxzpDaTPuU`ZM3lR>5Q}1Wed~zg&`l8dw
z`Ik3Rvrevx|B;;A4IZKiSi1R_(3;aTSxz8Npu}8rTMO8|0lpdnA$5<5vE9}~*T>4H
z21AZyU{w97L-??AWC~yn`pv`m!|S&y#myd$^NOMk%#CdzK>0vSr@`1a<DcpK=QBg3
zq%4K%MLV%irDY7`WPtcOqdBBjvbe*>$InTDpSVu8VwqXuhIM(8(yznSk?8O?RbBZ3
zM7ZKMRA(2h<5ESRY^rq!-!$u=_*N|~4ku^FKzQ@^S49E?o_b52rk!56MILgY9Ik{=
zWG&flHgoK%L-ayWmCuQy82>cqqg8USGCmO%v{!+xO}73eD}k)*(FP_AO{AWtgSg0X
zlQyPu_2R4lu^AKYRjh72+9(e!1KeUYLPKMXjRa5ix*K<gI*A#L&^(WKyIIj}7y8Z)
zq!nhN;s#T*S8O&RP+Bh(0EH)Lr7d-)_(#*-`HVc1Jnx=~_nBI9XRkILcD=#^x224~
zyDz4HWk-*ju<T324Mj^%TmE-cz6@)IU}gb8$!}TliXS3t)G^FlxtRwWisKe44)J1g
zp}(m?gx|Vh2tvm-C*IW$`C;8eL@yjeuI=7Ab)=UQ!iP+X2O8z&RT>buOXz-7^xN%K
zlyH5T0DkU7{IaX02#L*%vDxNFhUK&6wQzz>Xl~D!yA1<CwiN}#?Veb6Y-F}s0DTEq
zYD!$&T#qRCsMnm@s+=KaN7MrXs0;m<@JSLyx2H*?zY+*}Gm>=6F7HbWvBcIWL`=^;
zEvbh0B3DOc@$VUj$K^^h4!{O@tklm8nw-m&GI(-0o2@f@*p-i)Ciam96LvQnqy}I0
zZkZtkW}l#KI}hEFBi?wmXrEWdYF}zMSJo`a**K~YtrvU;vV(FLNY$7PTzs>Bf97g$
zVxH%b;|9*69vTi>tQ^T);^s&FDYVBPT|ERT*#%QW1OvbOPMk?Xrv{6O#5b+$P4_&s
zCd-@L-}cyp^q2SGH*;eArkZEspe4<`D6K~9w60igBHZ&|>Nj(8pr5+)k{^AN*XBrv
z<g>FqAPW|Fk|<g~_PiJig;Rm<XJkA5MFBIoa#{0@5~@QyaswBwX~Qw3DPmbHtGlOs
z9lnOhAX46EbjoJf{7v60Hf1)C6-G6Fen}b<kL_}r<-AMEJ(~7*a%;1>Bi|Hz>jB#6
z36Bt!_)Q<ryEu3E9vk%iIy3IK3c~fB*HeHecpMT&jbw4?@`x72WvK=d(F-iK=X-@%
zWX9x22vCHcEYRwFZB(XQdDrR-v3c{khFlw6nlHWM$_V`1J}mEl*{JkTzsTW*s;@53
zsDGq)HdQqDGd8EiyO1q8&RbKa8(}X9)tM!BEpgYk7uohB&w}?hl)z+sUC&U$EIYzs
z$wBfD!slNu#N2WX`x&ynj69XVoJVS4VE1da)nj#Xwm$p&m|O=vegwy;%wTNy8q+Fd
zhM|biX=8xl>e?#Ov0+K?f*%z9rV6co4^QmV@lJkJTLRrGK<C4|{&jQT<4U!!jzAcS
zu+OtB=MGquHc<rd3$zuGd5`7pQ_=V96vJ4W=OLlg`+VFP$vL5v{7fHL>J{n%Nqhl1
zc)0YWpTp&HGQ2hL2V*J!4F01bq>Y4o%i1pqS?xhaOTUe-CURXKs`@YOgc0<{oqm_C
zNCvOyo8dKSHn3a*I+~I?@LR!h+mbH%EKfr+PVsXo;h+Y6assCnv#Y!_vS&!fydCPY
zT7mDx4y6Y<{Zj{<?)a#dm9Z4ZasU*Y!b_-;(AX!?FDDLcpu^J3{54bxx>K5!BP~>q
z8G-mg<{%W(8QDZ>vtrs2@wJkC{|nq+{VZ2t0bg~37g0FD<k#4dR<!O5XHTLIGsMOG
ztm3P~(i7MX1$0eR`@j%OaYl%-5qW}PQlhW@BXu!Jxi8#bBrgxZ-*S7fSzb^{NjN#*
zij3rw5y|Eknj<SdmE?(TeNR(Fc=K>O_zmygKPm~DG3RN;`{*xSwx-rk2nZ~3%{lEe
z>`#8zD9V{0WpISponvD7&Q!|kAchbBqaxu*)4Yw)UARxe5+U#pCuxFj%X}TGm4uTg
z4A1(-4ORv*d3^ATHac3te9kh;2lTiG;rox1Nh*Q>8!pWKJ@db|Y3F{K^3(61U~aTQ
z>b$%PXNi@xfTuZbVPd6b7Y})Boq`Y<Lx3X1=z#y?kG#!S6S>5oawUg>keeGSbSJ%}
zpo1cgQ8c8nGT2wB9cE!o1}8Jw&7NlVfKC*{anU@JmiTWB+v3(qh1R(qqD?4q;q@s{
zn1?q%l;*D_>r1<T13q1f{}}I|rPa^Gb^A{o-lH!NGkbomdMxZr%r&G<>|YVhjYX=1
zu7wll5qqD5**&4}^N4a{ZTrQnij*%{aZyQj%tJ~4oa%7hMajz6k%$XTlT)hNrnjp9
z6!Rl0{ACE9WeIDt&#q#}NJ>`rI*0`<o=NSuB*y%6XB{W}(?-auWAXo7AMvSfB8RI|
zIltBrf_M50GL5Y^9lU)Xg9!xo)36_(kVS6`8@;jH!^PS!9Oac)3rV+Pyuk6@T%pE1
zgLL5e@&2G&zsnOGx-)Lywj^CN(2y51WN&G@4|Pulf&_d4JCLHF(_wQi`T}=plTQX%
zn9&g+TjB+MAJ5-gI2Z%%ysFO39`^L#hG9!Y##aYq8uF@RuaWydg7C&$;nJx8y=TYv
z>pN=26WqN)5$U%vXUIh?o~i$y7aEz#J(X+muX_t$|J9>j)bPJ7=XmCvS0PXYsA%V9
z7ue<5%;colt&Ae?F`%Q@f2|(;$v!7nBPX8wty5d^%oQ-DL={r0XZnq)wapyeRX6YK
z^Vr(!KWOnqK1q@k!0Z8%G_9#-GHE7?^bpxRr**Be1aghFzxq^ZO|(?liT591mQ^+>
z<Wms0_)zy^uB0$-runOl4B?>Jc#&rG^FtZf%if$3p_*Y%BiP<62#I|jW>N|ZPNIuq
z+(HNUCadbG<06ayq%{uT+M2L85M<CjM4UAOd8PLrlMYiF)XWo9DW~3prA0ZF4?Eeq
zxgHggK{2<1Hjc1Z&~bT_fnmN5n={x!6J1y<J)|pC48zk8XEI;^8k$44IGIO3J@IpM
z(=>TOPn8<ZYx1@W86<IpwC}X3l$&Gj%iU}EtqICArcYHjx!-gW6gE(CDADTLDRFb2
zB+bFl!eAyNU>6q`%#j@`5A`J;b_CcGO5}V7dI`FI{2xbevhl*(Y(G=(KDv`)r|F}4
zy*tQ&Mb=OD&-a&Th+rL{i;SI;uASP0My=9&S^l%VI0pNB<g9YQ%>3Ohto8!aqPMY~
z0TUs%c<$o~f=w$2?Ku1v_nHGwC&2L4@<E^O{lOIq9s8K`v<V_l{?^(}dHIr<{Iq@C
z)TbxR8VNPd{{a0R&d+bjkI4rS4jl<Hd8`5Q)DHgMZ&9(cOR6fZ+V)4eroH81?7;14
zy$C2Lpwy|wyK1&j(C@21=)v0!6J3B~VyDw#{PQW4z47r0H8E-m<&8BWrV2Z8qp#HQ
z5sP4P(JY~+0$v_kH=NeU54*504wLgchANw_`is1;h(l;4iJRrc6i{k(P9JsU(#84t
zarH2e<&>ts_;T$)71#MQ(rL1YrBNKxNdm=$9SZtH&a(qa#+Rp0;F_~rNqao}fxlm;
zk@O+-$#y==RWIvEQV80JWre~Tcw}z;zu|H*z{rAY?M^G6b~GH)E)Nq2i#TGp=>3+%
z^A>e-<m0*#4qTv`v1e_V8L+0(!SkClJ8aqP;X486^?xntgh*)<>0gR%u2G{j!cx8I
zE?Jy>v_ihw?n>F0A>kOHOS&avx#6^HugyHopZFW#K*!(ectsxZsS7&{TTg<!%|ay_
z+8YO`F3rd<@rEqjHB5zZQZ8v>MO*MQpZI&ah1Z2Xu8$m+{K0O00;7f4Aj7@3L&T?7
zNoqwSlu?jOW$MDN%AI}QR+9SQ5j|=i`(5~u^eAmZ7Qo)eRD*DB+I&-CL^1Y)w)lSU
z-;MM83I2qMA$>LE^8_P3!?okf_+_R8p~Ptx9bhwOiS0fOo4+et&Ks^056_C}!hQ%I
z%{o5D8{WGkn^akoNN`)M96%d-r`7KNJ(B}Z&NdM=&hk$JGFzNQV92iYlKOnUj8<sT
zHE!e=mcs0?K}GLIYWdXd;CNA0<@2%Zrz^iU0vU|#d7S#=E_Oq^H7UhAw&DAfdI!Tj
z*AbA$N8v<c8YyP^6!_KoD4JuER-jWy4wutZpzBBLb;(wH<Kjqtt15R#sak1plUvP&
zz=oc=4l(BldYy@~M03|7L-tT;)xlw6$_I0j-<bW&&(KtcENN6Wc;>sl8ME0Q{iz28
z*u?<mycbeV5=|FRd{nVxUY_}0wD&Rn)<aT$jpv3^ec0{Hl8den2qg2f=>)UmfIb@j
zJp`iOmv38Mnp=KDt7WSt3?di{omgB|XEhZ&jedu_gMM>14wy{IU^3_rJDn#m>P_Mx
zJ-?t{i1OL7kafn}Xoo<$o=bcBPwc<|d;mKq9%$v23Z(n@d80X-SRF(D7}1p4(yt@Y
zEfnmsyaS3<XSxIaTjrxT|6mQRyMESSws!XNN}7EHxna)D(Fu3oXLV$5=MN3F0PX}k
zXXbx<<r`(eRm{x+;(r{}74J-=XvaDm0@!t=<Av8KFRn+^B?n<EgD$b!U^L(}bb!|-
z^aW8$ljs8-n?kYQ@1`&rIWiX({W5!rZ87}=Bz2vH9Z+mq;cG;Z6Go<CLwUbcTez5>
zrNN~wWPr$M?O+EpRI0^u>ahM$_z2rUgebnM$b2#6M;^R`5gE4n!HZvZVLt7zyN(GL
zkQI~us6}h@A3DNe)=rnueC3aSTu(kmaRdF@)6ea#e&~yS)V60qOM@Q%uXZ@|3l-^O
zO~uJ`_NJ4O!{v*fhdq9TP*pr=2&f%835GhXL)1O)HN?Y~%?k7<dU8SVaeOObhu)oh
zZDsXw^WP%j{X#edhD0bpCyiD!TS@;CXD(5fFPMJAV7aEjVhWTI`_hsxM$<cTI%?!I
zt0YjJNq%gMBXn_lA8{klt<0c#?6QR{c^sIpPsAzJ85&#?dA@Qx6*owcMOYnT&w{4}
zkCuWXTf9vNf}Rs(ywUM0iz06L9&I$`Jrl3)Ug{#+1}YCIpoezhSo=m;{AR5!u=)4c
z?I^;roKLaLE9I2Q`SyLG#7_`Zz?fQBD2pyPozi$Ap&e-PySC7g<tN*Q$L*5t7`K^u
zWr#*3_w@chmfkz6sr36E*0G>tL1oktg(y`;VU(s25*<q@#;B;Ev{BH2fKiHc?#Biq
zLIw~KkVHj5dIv!uQWOy(Qlvwqh8{v7J$HVG@B6Mbf4IiXB)NH>Q})?s?_hCt3yu&;
z8a6kf{uOZ6GOk04a8EPq>Ax>B{}g60k4H$&a4*3LZ~SUyhQ<O924zjH`EU5i11>#T
z`IC94V{DHlZbABCr+1t#F>zvllf!UTm|qMNHq-_GNvj?yFQlz~4Nd4gMM7Qi-!k~8
z^y>K)TozGyaHv<lXFH+YTZ^;B<YO&+(sI(0pftMx8wS#ycptkn@|AkMvVHoAzGx?-
zPJUy3BuSePg)bXJrWX=qT`gQzM1^0vjcd>7GXcV#@&LG#+WEa$^2PsyJM|Ta{roN-
zv-zsmy=1~ssU}%mofg|PjNja4p&<xyhZi4I7<v8soUr#oJHy9YsTA5h&Ax2W`d(a-
zEa_VJJKrJ6R}!mYliFPwa~L(U*<lcL=+{fT1Nu!CjiEC!Z?6Kou2;Iax_<j`Lq+Td
zuW0sndO$5kD%ETNsg7fqqf)~Xv{jfkwC=;O587OE5=4a#Nf&lt&bhi6S9l=lAG*Ru
zf&0|;dd-3_(ppR%Ao6`4<Ed;au<X{G_*ZlECbpOgIC;fTuGQm4mj#0Gnv&u4fD?VD
zlDyBh+7d_Lmd44~VdO>8s?!qGL9*C=Trq?EQ&GjwU|w|^iahX7lsz4L@mLud%Dyhf
zl$gAWIYAL%KMdr1=KUG0+<_$-#)HsEV!a6a=)YxVna^^*=lEcHm3Jr3&~7H{_Nl0-
zfrNU_?}Hvmjm<n+&MbkaN~C{4WYI|vMqYH{p{cN@S3vRo5t<30yd6teKqfXzfer`*
zlc@a%9WT_f8b)m)6!J>bK#5N0pTh&Ll{9is3850?0x!K=9ni=50E?xba9#R4T8{ZB
zuB#>oq%e1)-2Tm~(PcLmcAcMwj^O6p*c%8F2Vf|<S*z}|$=MIdo!U3=>s20yBy;&+
z(LT7F3OD?imKl46oX@$~&Mgi>l1C-*si4=M%6WF%@lw~k?DEdCw~+x?SdISQGDh@G
z6b3!(ucZfN4|nfUa9b*gpV@ul%a_U$=1Ch#^8{D7m=kKTjZZEs`WWbkJ8M)%N*a0D
zi#y$^sLZc3zkuNPYXMd`TV_;6Qi=NnfNwSzRpMXF^>+oj&B^#pF9cTmPW|;hK(1cP
zM0}b)`iaU$N7b^*o)D^CQkkB({MTl;!h9zfja0!>74R$hWw%mj7^ZoS5{mj*Q0Yh<
zRI9`0;DJ$iME<$-QVNNjX-hJql$up6%%f7!{__80(sTLLcAi}tEDK^c*XmccYx4r>
z+}Uv`tkLisy)0*HCZ5cY$K`Ji2QtM1KJOS6Bk^vq>uS|}EIpe@gax^rTP4x>c(z-@
zfR{)Wo^LFRr10G!a)XWzZHTzvcPw;-$d5jM-V-o_cdfa<LWW0zXoLoUp`VWO)jSIq
zW5|_3QNu3);WJ~a%DyejOB(-e$meyz7}I~*sMMFvwGciai9He7Z%LIkxNcFJ#6)O8
zWQ1Sr&`;b+j~NL;<wa!spj8}Nq>AgmeCX9y-+Di95}CO%1&$YQpxn(*Gh7%$3~+Js
zDh@EFiphe#dCG=E#Osq7?R7;KFQK7J1(_m^eC({dc^kr9{cXeBTUVM~knQ3Fi%GZA
zRc#L%>%I#aZ3$!~!DIFw?1<C-AyCN*4>Ob&c2}7X?TAB0p`gqZjjy0rgid!}zC9nz
z3DQq5f|e>?!zPGYc->0Lx36V~c(GY@kF;6@z(~+(2U)OY>{A~C{`a%se;)ZfOeWII
zJ+aBx!-{;Kd`-oW?rlU=3Hl0;^hK<?q32IMA1<}qDS%X{4sc@B-b2nps9}|g(7+hx
zb!tB9r<!~AS?ISwKDAI1W_RKEw~aB$B2FRNE&Dbwx_z^ulq;o+Ht+qg!zXMdgaEwE
z6AriaPeE9iLxTvaEf)YywEhf8eIi*gc(0*C_bymTN`&{2d<XSNSrcjM>*8Ey@25r~
zMe<i5m|+aLdzuS9U*l4gUya8&G^3}oFw=f?kE%p%dT}cF3C3Q=)sUwE{tD5VOCAiS
z&)Iyz?fU5^1sjUlQpFQ$|Mpj~jQo7eWM8FFy;V(J^i;Z;V)z*>v3lJ6KS#y})8rmF
z`GQ!1q-!@wK}x;f9h1nP>BtV&3OxG2!s27L_Wa-l3m0t#rxxbQ-WJSKx<p4WJu$vm
zLbV~{FLijWjh^pho2tzZ2bi^uu*Ni5Z$I5RC&br6vqX4;)yff)FI2R0a?!@6)O%3s
zAJfkXf)<oYmTV;*H#fr2=v&Y=zAKK)k{8$NhjQhmd&cLE@wWua4Er^s&~RBDiDBn;
z)2U@4jk-X@)EVTX&0=b;JH@(X_6;#%dSchT%X2D$arOv{*Cq)QOhu2Cm~5#XjOct+
zg>ebq{6mvea^*@&2EcqV(-MxR#LM=8^-u39qJi(PkFd0fl#Ni{tQV4oPM7*1!$H~|
zz8Y;_OCz;F!@Est95@!9GKjgsCC5%D^gqMhygwL@DV>Vp6esxYiC*L00ucc!R))>-
z?mzmeNvM(3h<h&#(R?x-HS1Lt!}J5j?ZeKfh%~0mU&-s1wGfplHw^<6iWT!F+MQ?E
zM<s#>u67HP+IQfOdbA$&2zru=`gPi2yuQ2<FQ2>FV@wH+wqs&qC?=9L;8tGGuai`t
z5$o0>Wpnm%(w!W>CS3whT=1Jj8h%(0zT`;Ktdk6d6?=5Kb>0#DgKe7-S6^P;7K&)h
z^cp(KXn?2xb5lTS%7|L&wnJYyDksnaP|Dl7@F&uyzagfH_m;v_kU2EReq5nE=AvA4
zbYLa2fM3#l{}5)Kho#i*jX4l0k(Msq7|)wt%up#ZA9%blhRNEs2F$`;%^shaiqJxj
zGgyTZ`W&9qUUWTD$G**nA+D30M1r(5BBC6KEt{oZe?1gDfuq1q@>1#7_1L+F-&>DO
z9APmUV+6ru(L5m16S0GNqyZAB+Y4mhetvq0bH&qVT#N$g$oHjpkNMv=+?VmF1{F$_
zLV$E(`E_?l)q-K_te?xVtz)4x`zX7%_!+JN+1zhmL5w&w&}wsK1`(7+NXIreA&M57
zacI7R|HXl?b|j~~_T=`r9b48aG}5~DSLP<w=a50d{_%=l{g3hZd~N(gCg~^+`PFUP
zlKy>qy$A!#E6%7ymVu$+f8|ovogHr`=w!U(GgSzRe$bMuU%KIWL@@y$zpjCAhK*O+
z0+q~EIkL)QKiO8(u@ieuUP=N|5!}S#$!hI4plg80NjH8tWInI1YgtqNIkGhE%Ez=>
zwoHm&f*7%vjO)5}I}T`|^+5H*{;SzFK-mKyC+ppL(vaONF`kOm{6C3lf`v;z<XYP8
zM8I8#F1yJGa>wA0YbpOb$S#VxQQMu;ei)>gvi@wt8RxZ32b!feWHdwK=B|!1jOK4%
z(*NlLG8-zp-V}3`p=@J{E^pT<dRJER!SA)KUOE>f>DOY&J50&x5}IZ?L%zvHk@!N_
zHS|e%(;lQR_lnv1(?sR!Yu8k8WrK|~bM<N6)pE1&BUdqL1<$6}h+_tS4h0$tcMLO?
z`akx%Dpr2GVoiX95(M)yGH9^IRt}reb*4Hx3~75RK1L!M^HVokgV}<^l<YD;qKz&`
zuRVdsX>xxL{LUzxIWGU}KR+7|NVS4I5sLcH40Q%8KsYAaZ&I7wMb85I-Sxl*O*9;Q
zbbhQ18=V!Yb|2dgIq;Td-0>TAA%xc(9qK1A(mkje53YLL+W%7-EwkzE)3|y@gc-c|
z(Dk*{xaHTwD-!*>IgYP(YlYNE&~*1g(fZ13i%R>PXsv5*JN~yU%`Ee6{hnHu^x_X`
z`fl#(P)~VDz}`HJzOdG24p-{U?rHFJhjCPt)(UGH0%RZ`<RF{J0BwPm11HEzbS8$m
zlOZnW-u3n)U45(<U*@id@LIH(Y1;Svx8=X4t2wCAE8gqwlYOmVipa-yp{05XL11pT
zZ_-_%qR`7i%TG0GfEXtIWAa#wV%!UsOKBu2=6kNE4$4rd%b9&L_;?JeHyl&Uwh!6O
z6L}kNFz8w56sbo965YGeGgErK4gG=CJ!24gez?UlcM7Wqb&9$NNGsP0@IO0m@92M8
z|JlX;Uc}uc3*TO1?3DUz>xdb~Xj&XBy`rNxJWkwPoR>DiU#^U5xuZMgy9XJ7$S9QK
zw#fUwgnwQCy~-i33f7#^oPx|ZZ}I2xH%Q$Nzu>p_5<2uRqV;o%ZUKoROk={V{Oobe
z9Q+o+75lECWtNr&TdUGH$aico9OOhw<%Wqk`DMNyOrns$*9(;xA}{!Hc|i?Q#xQ^}
zRe*1q^OJPaE!)IW3GE_?3zMs^2s7HOgLDGr`BY=49|ZY$Ly%?udoNS?i0bF69uZl#
zG4{P1!J@47r~>n$P}!(;cOZou$sFEVAjG3vZTbG6$CA@2WwaUT6G!ubIwf`pYT!#H
zw&!3~xf&gRM9h>Bkrl8saeBd8-m7KNZetIR^uSD`jH~{$;EcFvtw!S`lJu@}YHCQt
zPN3S9hGMmn30aet(6MXOg_tQY69^F13ofK-?a=d1poD=Su8vxC0J-A6l-dWjSXsB-
z9dTpxtrVT<n0Ll3grgk(n5xCql&UZ&g%2dnA>09^&`c58DO-rf%YG|4O=uJ^mc(XE
z8HFS(MHKixgr$xJ*+Oi=ikbyh=vAxGZ1+W*8P5x$=aQfS=<jP#H07YfKT@vmH&%KK
zgldV)Olv@<d?EBDR+=1TlEg)@mwzkZX_5s-UTP(DNpbkB`9!Mq+m(7OlkHM~jNe`2
zC$l@NCAw{FVCk4mqb<9_3I=f`?GLSap08vNWvSM~@Z*eR)5~4Y$(GFpm86j8*wy^J
zz&M5E@6kvWA`x6+`0k^h4d$88F&@p3ldwgmnlQU0Lg0}8ec7#V4!^6fny;fXU8+NY
zjIl@^O=D$QZ<cOqyMS3YrTF~?eq3<%IS{)sjgqj7$0rn{)k}Lc=Vz~dK%!9pWmrSM
zf~mTHNvpma?;*j{#>lufc}HcJckFpO@C8|Pk!Oy|gsA!F`y>AKFJ1_?5Ozvo;Jr)|
zy9Lr)h}4blA`HE|5}8DsY%ch(Ix$Y&FopT2EqliMPawk02QoxnIU&!^ci2Kb?<T?W
zX=hqEqLIh~=k6WonLD2;D?ZKjQ3mD-C^AKtaW98^ucNN}9>rYEJjA+w9Gb4|sPOlj
zl6(E2UWd$~;`iL>-4?f^`6|R1s%%<pc*bg^Yosi01jU2p%ks0XuDOfo&98v3zV&;)
z+@qHWY&mG31fb*!<w1e|0VF+KW+Ppq4AO<GmVr}xOD&&y7+$u}YQ)Z%e%wBdQx-nf
z0Q3;KRE{k8YLi>Fk+OW$3-0MuL#Fag|3BpO^r7krQwvyviz7d%l4ARI%+oTjNm##l
zy9ekhR;7>Aoye-8KLgFuTu5q)F_qupqvN9_^^v9Tb57UCPbu%|+=4dyDq&9e5Lg(&
zzP8lI%|TIv4#HQy_!^My6%!Aljc8w(OguN0`MpJ#n#aQ)BH!VDMeU<}L1`7bNDawz
ztJGH;EOF2B${yC?)>O=^`Fd~Ab}9#KbCur(qm8`!xrSU{yhZ!#hq6N&4}5?O%5v;*
z+t^lfcH&pR4lx=r8v4?``Tquv-yz`%t5YX&TezW84cZPLi%>#{Gk`NbODku~VCv54
zxa!tqY236L?feqFChAv_SM<c@SvT-)q*&_kb*4~E84*^frH1X^3}u&le;r?szY))&
zNb9@kH%QR3K!NKvl@qydXnlgo38K(0%NPCDr1|q&%YrY4*`eRd5IMtY84G1M6qK`#
zcc{h)+qjmsGy?`~&p!^-QtgJSxud}~wHhxiy^mYsE|e@-3IOIr!f^dJ6Kv;<Wy#Z^
zWrW0x<eolPwy!U;_fi#0E$#w7j=_$WlL=(f9J6b)x1)X#Ju_;z&vH@&d{M6lr2cl<
z-{9hTv}v(WyfSgnA$0Mhe4kkX5V;8sj?;dmB+^R}>`dD4teX3hte)LNp$gUD+&$-f
za|7|_65^tILZZp|Z#99j3A@`v!Aj=qMpFI1OuxaI>uW|%veu=zeNCIC9~EZIf2m=8
zt!lgA>f5pz9GE%|><_4aIJI58vI%`VuLL3e2<v<L0r*~9kQy!bYZB%r+ceo<Ua#eM
zmi-J=Dj;cpp1lnMnF$w-$~Ux?eeO$n*DCtgdK&c3E3$}oq`x2Ue1T)fRhe^{$F&rn
zz!_QTwNt}dLW+j2&?BX}N<Cn`(MNk)CE=>qkSIPq{R+z_co>G9J=`|tyc$Vo1eKk|
ztaw^oYF}PpPfJ=GsqtcuN1EsrE^|HdF$TS=ek<em`0*EO+13OGD3Nrk`-i?+aaRZ5
z;waiunYA8*QLb)vUG{Qp9dg)&W*2bbs<Oq^B#l@-c{CT16=k`pwqgz4jTv)lFuKwa
zwvAnZrMn=MNDuy)Hx?NB$vMvIFv?Xzfz<SN*JH1eDD{}{vhR_wk3P}&Ejr)Bm26tU
z&<;-|c8y~d=BB<dwk*B`2fAE&)|BEq1Rp2Y2Q~L?0{Z(??-f0Cr@%w9`&EZrS)07@
z^1_d2OWFdpV<_##t^q=J$Vya?N@gMaz3HSLxnjKULhcG*n@@LK6|+;z^dFtGIsW@`
zXPWJycl+`cKz#u2{iLE=Ts02gVec^Ae^+6e#}FH&K(DIYiJ8U=l=Gukyyk8werCv+
z``5bbdqNtM9f)4FrAX+rmr~{M?!)V*=o|btPn7h$C|g}uA_=J9*}xb<=#s^ZfBfj-
z!CR|`2pw3*)X7r*z+VL|I$n+L8Z`jXz9={gQG;2?DMwbMcx?)HN&Ac_xRlG^U&zF4
z@(r;5sSuRi6q1doZO7jt_2C*oA_6o5UdzA1?ihwOi;8^SKr_>nKw}eW6x>cT6ckI{
zGWdb7{U7+EqJv&|?W4uxi`!Z5K742X@g-@ZnWM+%1DFcJ&Xetd$GzVOOKNt8zrUyE
z18JJXpEOB3bZwCHG$AK;utAeceX@tqx!b2a-~;PBTo8sb^H*{=4+d@Zbsw;v+k2#!
zRyB=&fhy+(b64xJs5F7J5}JE=&y`d>7atDc@W*fwjcqQ`f{hvi+mDI?CA6yWM74Vf
z^`Dh4Erc7B4%h5tYL3J-@Ngu~bk@YTF*A(uxHy*oFqwd*?Ps(XebDfwXtKsk(wGd0
z#2!heskhQgJjDDw>RVgFAXC9co!w)Hf#nqMv7evcMV9-5gkeR<hHJycbQGr`BSMCs
zZ$rziVyq4oqKvN#F28Owa(PGb)9D9vMv6W@6i@|Am;^d{Pjbp6@=7M=?V6}wmtaiW
zKi%@(?lFRYHREL8F6S3(I`(5P<+nDs{32<~tH^zf0Bk$!bf93^oqEleD^1+o#*BhR
zL7_a^$XAv0u{@g1PVi&+{9kc+#QAuKD>BYvKmu|`L}av}e9(9~=Ai<5+EiNVhxuxX
zM4&Ry_CJ32Uo4_i&{i6>0-EB6C1(~y_3g_uT-ohEkQsULOg@%TcK(9ZMjOmpVFtx`
z$WY8+RN{S3>E9X4U(k5Co^oUCtYm~#X4e!Sr@xonTGfq<HLkrw$Lc_VHXR%Dk7aAs
z-UiPDFKGLJNI829G*Vn3X>$7Y&u_M}Y(1E@kbU{v(S^)X2~Gw-q;ooN`o`M%M?LQS
z4@L8CzQ5oMbY=MZC=r7SqM9ndQ2<nhizBIwjiK)j!2M$yY%TrJ3K@l+;*@WwH*z2-
z;m8dZPXxkZB-GGmf853s$I*sSw+F<iX6Oa+>?9{u%%!piJFj5N_)vot1}*bbE=^bK
zD8+cPA(7|Z8cA`q9CV1+D^2ibN&P0DJfYbD{FMYs<=Tk`XJl*Ucnw3Cl~-hCn3-+4
z{C&_)_+1Fy(=F#YCi8E$kYq+|U^Oh6$P1=!=^n~ds9CgIbpY2b*L}^RZh(ith^X?Z
zW!bko2!%@cP?7K3vH(xx1!f9c-r;|rPpBn2o|a(!-8KS7oTSi96%OYrY?<{=bq2dP
zk+&I?bXFPGIOZ(Hy!k=dTPq{xqw?IYg$P_gDM^?Rlzy;+S*FV9Gp|*!h<CnVGCWw7
zqFkALYg<&k08)XECI=*Spx|J{j$ln9RBoTp6XVL#CP*4zIhJG&kY}4D$pph;`QLjc
z8E$56f%o3WfY)l{NdVWUwm%s)AT;}{?fVr^0l2i#g;#DwVhHzUlznHW94yw6?;baL
zBsL5=m@9ShCRfgAkD)7<D0M5ct`T43Y(Nfo#<4!iZ17+(N3vfpXd<;o^Izyu5dR<n
z2xz9h->f<obV<4Pd~_=kJq!^?iun{fIY{4=Xrki!QfC3bfr;JJq@vo>1Pm)q))w{0
zk4uvfrDxmkh=T9cgTr`|ThyzFh9cGr*37+h&%1&xHKs_1)s3%sZ#~kV4lb5JoP<D5
z^RUWXq&bGQENv1XjzdI6GX)d}dQOGx$Z+1D<*(A1e5Nw1?CQ2#n$7LYUx!_JyJ3wb
zkbk?EHwue~(Jw#oUFO|Umi;&_?#8@X*sP>vSz8LIn(e9gv0q0>10XjN&BSmo6=%yh
zaq4YN7%A`dMs4@~M;t~@inNkyk40D%Dv#|@5P*xe{aFn~+U(Z;%{5`Apuy5(mEf&s
z4VCtM+l|!+yV~bI7xOcR95!^jbi~;9kr3B)^>X3~Lk82~t?({E{sca0*WYar%6YSt
zHzRDljPtc+h)wcqE;}3xD{s5{G@mS%6>ApzO~0|A>IhtT(<I>4f70U9aD!PITA`EI
z|C(&FVMwJ<Cz<!Z7XJRz6~M}~%&)v4$FHQtyXZXQd93c@Q}S!)iK-er16<52b${G{
zQ$Qfn?3vLY3nu!(7L`m5yZReZ5zaMZi4qrN^b@jkqN0g3074wZ5?bu8RJjknx98V@
z+lyvj@^c_2PGwh**!sB`zF7PjdQ_IqMPgPl#i89*m7DnQT&~@l8T}#|M#_L5*kPsr
zAYbe^_YqyY=;${Xgtrz(1o?Rmg|}OzwYY5|zStBbi-DQhsPwt*m&|<ezBw{KV9w`3
z@Mh=W&FvN2#Oh<o@=00NSMf|$#+(_%7on1!dEou8{+~;0mE@1-wN3}hnKUOVze?Ov
zQ$yKffOwol@k>HQM}PP9r91q%UA)22x|LC~pa<w3T?KOx?q3N8daqww-4&HWLolD#
zCfhpu8#cTFt61Y6GjMKY%?1HlYhAS3E;J0SA2K;H829WR;&%LZQYwoH%cZUkA`Xz<
zJj!BLgmX<wrK+9htM5?_;uy>jGyEvDN#WTsD{2<4+H<@pyIihbF3aefimM7_jmJeF
z<D)*(xhTjR{|2&#<sTZ9$9B+%G24U*6zxXylcw6z4_Fa8%t0j;pkLyxND0w%HPNvp
zS`g7D?&;*pJ$Vn<BQfN@ZcJYW|JA3Znc&*ohbqw=qVH|@VbNG#lxl<l;yEID4uSPZ
z<z+DNyLBGYM}y~vnqb+CTFLwtdH#MA`aW{_6zp$hOHWYGmPe1y%(&Cfp-p+F!)Aa!
zphpQsqrcIm>bYcZiepf+L$7Nh`q_O|f9Whxf=<;%<%xSp*OUv{H3@-p)hqh^aE^U=
z$#dJEs?Ab&?(b8z{=~}2%oG*Zgowr(`adDyaRaAlLdi4TV~3>`nJ&~lWwhb3q#D4x
zy4rJ(XKn_BMw5!GWg=im-0k@CVM&Np{_iB?mz=j|Z|(dx_m~tR;A9v#W)-?WlJGii
zuclbnFW6p$XQz04dl+8;Dzd8{hw?w8adO?5?*rgpl1o@+nY47YH(YX@T^T~)D#xka
zQU8v(%-fUrhSRxM&lenem_L!gYtTnuqlg&Gsf1%e^Zs(%*P(7-azMb>UlChapho~`
zaKkaBw3_fW3%Q}Vop6NWDgxXAE+Of_ctdi-<cV6xo{zlS%7{=XYSE-ZU55lm1}yii
z=DGcl9-F7gK7UgoEEO<T=gz5eDe)ykrmCbuQ7=@MmTPI-hqj*#2va8Ya|UR3o(Asv
zj=yA9%rfqaP#;y9Br$i<#qRl~mU=_SDe7vMbia256;oI+oV`?X-tj_-m&=w34KvJ0
zmd%QW1!OJc)EW!FAT`c<sPN}oP&2J)eSJ;Oaq90~ex0QW?va_uhR>}Ujq;kXD}_v3
zwclu$z3mkD@$wZ$$;Y#7%>GHh)4gS}(B7)do6MVyf#8ASORwf5mz~?8<K5VHp`dMc
zmeEqYj>SrY5pbEk_n9peF_^g({P}SgF6CF^jKPo|Z%=@a1i-Nm_Hr@scMp65EH|<V
zRe5oOdoh|oJ;KLZmj}L?F$ZFawn^eJk1p_zN)OGlp*$T_1<JiK)To9*2Cy@Nr4C?w
zaqI>&tpvS$372R|Z-bI&EZ^F~)zp>~0cbj;W!-k@c6}>mMPM*(fA|;0m79!gUBI%F
z2mHY$7-Gfz)aUxz81aJfKGP{IdGN~O<>-Jvfbo8kH3Bur75m%DH`}bR@^xaY;`7TK
z@895xOF|zE;{3F_Yn$0L->c4e?z#F^{W%TL33s@Ov|9R?k1MWcb<tGY{#(}CuWD8i
zmdrx)@m;xirQ^pP#N)2SK5^}Zya&CF#Z?byj7&PkR`Gx^un{<2(^|C=!KeN8elj&X
zqa`Ox=lY**za3T4%<tsN8t_wKsGOlYc9@XmD}MoeqxBh2c7xRk^27nvxSR;2bUTEP
z1ea-DQ9LQO{9K~!byYcEj;W>)l&*~DECETQcwc8MdE@8OpKktV=Zqi>dS%&TKstnw
z?n^N*yP{pZ7dv$n9esrG`ayB4DDF`FuX_V(9f2m<17<-!x+0!xN*_hWtfJ3eZcF>e
z#M5TZAd#zM8UxI(8QR`rDB|wX9OzdD^Rd%mm>t5}8moanE8wm^dN}hJN0JcxPDk_Q
z(&`5AUo_t&s+N>}WVB?XAWHNiHy`+?Db7&`7O1OzZ~NsOSPY-&SCz~`kv)a)%f6r+
zHLZ9lDWbqM!ArrUp2eHRk0wG@0Y-5dWpd+$UKC;2PG(0ov>Ga0;$=HMWM;qEvn!^y
z<nEkIgztj)yEc%v!MdxfP=xQWdfWZXE~3u-`-YR|%Lb)>^Uw@MlSF(_S-NygI{ef7
zigNz{cG-=JHRG`o78>8S;@d3cR{$7(ARtq7Zneqi2t3Y%d@F;4<F0=zzUpJD2TBLh
z%1$e8JD5#(3MMyLdZvB}X~1^`(rm$&FuvtZe!p~I$L=}i(|26`{tTi<+%<1+_gxcX
z!4h%<;G0_*=jL*Mn;g3!LMC)^<R`9@1LgbRX-=4a7kcOVdJ-8G$e$CWjP6OX8~<GW
z3K2!AO&Vq>6Yx40wr~HX6j)&9hfJL3;f=m!?)Q6kV+zEB3%`%?2EzlvSbd?D5pgS1
zb#cKz_2GZZc0Xw)EhcI;WF90rtar1)dV(MD<fn@xpj#NCjs42z?1|nnHLk2NE)xGc
zdTnFosz)DLBUFfU*#kSi50_o1gy%U=jdoS@<F#@^R^?8iYizmrZ9=9k*R5niO`h+k
zAsUW=`|)wIFKypKeKoVoYACIaBX2frciI^LyYOIJa|rMiNT6_t`W_dsP`Oj0W0Dwt
zuq*_(Rfvb7O|LSx6JH`d|IW6Dc}+<o+SGuDgn3>{x!ipjC#{g^+%Njb+~nK&xmSu`
z#eO9S01=jx=!SXCxyuJ1N5<6lWGOCYf5}X~RnjRAkcO#0tk;Y?-*7FeDOFZw^JK(}
zco#Qv2UIpJyVeU5#5F?}n7nrb4&n*m+sE2|@&gMgcPuC;?r(kV)5`9On*(0NIXWvc
z@}DF4O%v(aEFp5Ks#AH);vx-^zjYqv%&eKHa<u|)L$yzREz)Z#f#-kBVs+CUOhUuA
zFatz%F0U{c%2@%c!Mb7j5YHvg*Xn%ahRfo4=EeKcQ1FQPR($axoy!ibVkMh-r@NGF
z=g%1rh~|i3*gYW)zKST_%DB%K;MC}se&UDHB*a&DRMd;+YzSC9M-)al<diTF>-EA1
zbFHd`(Z)ip3I8oC0^Pn*#x@~MV*YgC^GIUjNfFpWo3na&%bUh&d!jKVw+sxZvV1&?
z-aL<Xgh}NsVqR{<Um%*ZZQ8Zdx>Lt_<@m0Hc)u|>33@%~+pf<Zgt^=&Sn^$2gsb9-
zwA6Z@YG|Wr3;v;u$;Zi@#<rWh?H#n`1*5*WHs6VSb`oe%4NGE&dAywgo<H<*AA!Ln
z3Mro7N_G6M+()g)uS5q*JR2MfK%edA^CO|9pbjJ4quD!)Z8|yt#&TJ<CwilagHuYF
z&!7^;zZf#mF{<o>XD4^M6c{sCW8-l6QomuAB9=2onQt5M-w@SvtI)0TL-bMpl5*Zu
zif7UR@DaKrGIAdQPj7y67$hwzLKci4BA58OkCe=@AGfZXpb^?E0WjqVw<PSK=K9Sh
zgvM76!_A`tIt+^MztumKe)TfBJ4^_{mx>yemK1{MOHn6lSz7jY4khF4IO_P3A=&&x
zE>uW!3hCfNH4qKV1nw2$A53VA?un@(vrDr8Sw47dNhUx^=77ZVQ=6Ilph%ejM8cbU
z^RupqVE3^(hLaX=UFdYjA4gSUKN+z|>)tu-6`6Nc*8sLBloNBD6Ber?R+qVngJu^>
z@{-h8P-^5$*TgP#2WEkYbwgb?$&2*Z|MRO7K~GL0Kk-QafGd$ken|%yMS997!14J)
zqx))n!Gw$BZ`eDU|HcJKnNU`TC-*L|W>rzMd%wigd#0a;W_fzRp}Pg=uVjDc=|0xv
zRi$Cu;~C>V`_$I*a}Ni&;C;|Kgq3Bd?de?Du;?JKks;XP+@X6y#ddn0A2^S6;-UQ*
zN1H<z|68`vq2tVvKm}QzK=C4KZm-FTCNUVYZ}`GDGNd-N<Lqtr;B3ku8!X)S?kOvL
zYzR+&p;khdC0W!;^eDlOY`nsx)#ZCvL-IA4GwX7fgkHZ)eS^@wuvbepPxf*#w9T7Y
z>R{xT5MG(Z(v)odeA!U%jAV<9-LH|flFDz?VVwY4)C?jlpTAWz*6>Qk<}2sB-UaCs
zu!|RQ<YvKEBIC|APkG{8+#?FE+gmOyNmW9-Atu;Im^@(14P{b(bFtd_i~CGRO&(1?
z6Z$<7mH0C^Z*=l#5nP#8yq)QSyq*B9Q8by2=t}6G|1CQmxX9~zGGEx6%u#KSUdxsx
zUan|&eBeYS$4H=UUqVYN$p82&k!!*jgV^FuY{Y){h}S~_rUI3(0(0uEZ<?Lhj<fQi
zRmwjp(w)lphxEELtU0EEqKf($sq7ms|Bol{nja3GdZlRfSPy?#kHm8M0iu{?NqcKs
z4H9uk!VcE)4;}7K7Kw(eRo}Nj)27ZhhBLbu?z4H!Gw{&I&TI<i7=aPBS^9Dq(Pqo2
zlG}8l?B4nGuX2WSf(u-$+J5`~wkt%dT2Q#{iav{8HHG%`i!UhfLUhhPbi{Qs?A2@l
z`!j2K^)P<zEoId?%~|(Z=(}%C<fpyl!>NK2tSig;q8IUf4V!KExU>skiF6=J5<J0_
z2`VM4Vv=PfyTtdJT0+ghTJ4ILY|_$?dk`;ty8rYbL<~fw$L7hF4e-B|%-IId;Ah?;
z_2;aP@<$t|bGKb`3$SlEY)Vnfvfo3U9M8Wg8O<%MEga4Nz5e{~xXFdvex>>E>A**6
zide}xri^g6xzo0DR{+Y_G?{T<<l`}q=SZ0#lJ{vN#=ea9XZ{&^d|9H590!Qi-W4X=
zK8-S<W0P%<l)f21ANfW;?y%Vy!NJ5ZeWoQO^f=#naGr(C!VO7G=u+NEaOZ-e3!qhd
zKUnW!#1IQQcNdu=LyrG|7mlX5Xn+n)Bd0&O_t!`}H#(Redty-75`aCRQt{uiBd<P}
z8+W<*XO>^nwgZRGn_-51FwN5v>l`k2+Z8h}Z4r%F6@LEvJWm=b1QE`|M>gY{sc4~4
zOGw#Ngm)oaNp3>#--JrYub?Vm(=^jzy|cA#KYW}Rnf=o4mtEIYAM#f7im%MhVjELS
z0b=q+wz&AgR=&szW$3cG-hNkx1qs>x(t_h`lmojaFi5C+3OfODFAwNter$06)iR?^
z(Z;i1xr~|YkG{CD(Q$DF|E%n3v5iT9g)o8}cZ_v2QKPj&Uz4Me1R>K0(+4opwW+lo
zWnp5`hLFs3TU)}IOJ4U|w~)05Mq;2Srvyy<4<~-u;;OuMuDQ~i>^-#ZkBSe)5*h-I
znF#X;bOhOjZ$CHPuBpF}*M7kJ>z;}qY!a<?23r@Uwd1dR5t*xcJcfT$n3N_Z3jJ26
z_{|{~y%OM>x7~J{cmLHbT|?LS#(D1M6f`j>s87JuIc#w8A4@c@ihEzn?y_r;l+NQH
z0>|a{2li{FQ{T>loee5B#gES7!O#4=T+*bK0q$g+XIfGL`N7yx99t$yekq^GnPwNZ
zF9G56&OSMUa*Y%SzxD7Nexi{DhHzZ?d&5EE{+ax+!?M8Za}E)D{Wqo$4%B{4Si>5j
z36N&`EFOMa7=*PP3)+$E&=W`z22qB*?&Ak{w<T@a0dfG@d?e=q!UtTz_S;Hjhe1x5
z@@`0BIasaXhL!~gjl%%zqd_h3fJhurPcQhNQi$+?w%VL*VLYl{UJQ0}vZ19nx!+bs
zj-RwLysS{qHytaicsR0Tp?!bMUl69(D^v^eJVBt&2Ic5w`yD;T<_yjmxfsf)5e}Q-
zn^6a8VcJaDu^HS}>2fYEGpo;)w!5k<v}T+>e#aq=^A4U`p66d>{E*mR^6Q;naC@vL
zdhru!(uJ&757@`ulPA7Pq>mt4^ktdE?X~_P(OWyOws!skdvx6vqPwf1G!KfCoY<n*
z+f*&q?BN-JSPc5vX=oeHm|J?kg7DTCHMwazK#}i1158_akq=$+oN2ZLS$~0pZi(>l
ziBN9ZLr3BP`hMNLO@HRHSxUPO0~8hd-f=sRwlcSKnLVu?ra02!2`QB^cJ4YeO-CcL
zM$5#&jP?CN_wGb6y!QIR)cxtLWmVp;^vkaV5B;Z5$?bm=San!xuGy*L7knnp3KmO5
z!=l!_74(jNgIn8~zxg4bfDYLxp$qz#1#*TH<A`$SXl4ckKG_GZ>%OKxm@$K9eBWS%
z-Y79gR=Jw}SvW&lSrhiUekFzP40ZftgX<9yRwGXbyb#zuf-LU=#;p9}ihtdBT5FxZ
zxt^GjU;b_lx8IM-r&fV(ElInwV*T|0pVh4k8A&>7`O%+Q1YbL}bEk;PfUWaf(sN!j
zLgcC-H7CfcvY%SJ@OlB5F@f48(97d~>j{s9?3}U`yW=<M8q9u>E`ccY^ba?8HAmPP
z-{iX4#ZyFgL7U4Y7j=6yA@D(T1bMD*^Dl?V)TUodrIffR{?7Q~#>_aD&$ZENKJ2F8
z8S{b9uilU-(B}jp2O+Jer!rqVK!~=ZR91YH1o{L!Li`}o#jCcx3{YrBRR)3z8ow4-
zmHEzANdxfrapKE=R-B5e+R7^&L7tp_@xyEv!sQl@M4F2xW7y=ftxmSW>l||G#5|l5
zjJyZn`*V0%bdLGhTKaVxSBicGq}Rqe%%l@~bW54~nV*NNQV!c6NO(cz^{G$-09Z?2
zYIA=#SobP8(|u(}$-J2hpMq0Doe+=WtE-qRI`n!=f1*F(r%p~|<vdn)x}oDutA2aS
zvUY1Z3D+1(TJ#8F@+9S=>6%@+;MGwfUje_t->!)>{?;=G)yhPI=?Asw6^>+fk<E)W
z0e%zC0J`JXaCEeOO--bJDDKwlyo2Nm&{2PDUr(C1S(i*rmbhr=S%=#-$Kb~<w3(R{
zGNEx>Vyf2Hohd&vg?CxE!5k1->e(N={fgy_ddiQlWc7*g3r^J2$~Ozi-}xYt@zzy&
z>rW>O*9NpVz19V24a9K?23<xyWwc%YDE@J<0nN2B!eAY{q;ofs1E&Cj0PEX+%h9e4
zq%h2u*&MgU4OVrSje#b)X18D$ib3;rdN2tOnZ{*q@Vb^Mb3E;GId0EL@Kzz$l^md)
znCyFFp^F_9wld*)G{Qny*_qdjUe@I98%6)(;u8Iadc!Sjlni!2Lo9*M5#M=9>8x?w
zfyImcYTF9S&E&pDbviz-VZV1NXC=9+zoS{y7X~na@M82!^QCNkyw)iBoaDCzpX~ID
zAXdq@a3IDtbHJdNth522tNJ1ItIw2!MLE`Vym6Bha5T^&F>Qoe`rzIbP3Yb#rkpSt
ztr$o$^9VfcHF_br0Iw}gWE7%9tz#7N8107N&qLO(5+={Y$oE!m+Q?l2ZME?6kOfs3
zBQ&-z18PuIcY`7_zIEN<Z=DV@E$OoXt4j+~#`mrg*{do8Rt`jjzf(hCvB$@A<<@!!
z!~gG9k>xw|FPFf}ru10dgrV?UvG>43GDfCX!PBa%<Knisq8QjXG3mp|4-Lw6c*aCS
zKEA`CUY0rBv>zj8lhu|qQGGd2^3wlXRtv8jZ*RCuL~4=vJ{MNO_7J>}MhbV`g#`R?
z<UsS0sa3BU(-wu>3hJRwPI^qA&Yhz%Wr5;Fw#;kEWoKb!&VJE!98}oLx^GY+h=m?u
zJVRClE+3?Z8jWQRf(f@#O4bh~rNL8;t}2a{kRBYZbLJ9P!;aZR295BI8*Dv#KU-bK
zlI_Ql*)QT$o8H~Jm#d2oxl|1WSn&;Z1e__z3h4cBnK^#r=c=oJI8KQ%$ws-KSgQih
z&QTtNSgkPHH(Ed}rqA39n>U@M&-dda8O#cakuNq_<q_mCfFRPk(C42<|El|?gP9r#
zCO4u`whXaC&Oh&5AeXhYq1Vr8#;>O@0vy!++^Tjs?@l<_4l#dlxfl133WM-4^T4rV
z`lb+<D{A181jnrZhH!r%qmv%b)1T~WBpOJpU$D&E+_i7EYttJn)}7=Hm@nonyjiR4
zFJQjMZ49nqY?C6nr_udC^mW$zx+}<n#Dpq@Z-7iMHX1$2#N^QB5OQuPX1QB7t2%gB
z0<X?<+ANJ>I+9=reOwP+Mw0&aVPtlj5jCu*p31@Q$#EI@b8fUy*y`22p34#;PNZL6
zF`SRkh}n2NrtX|mLd%9&@(pvmp|nVC_X<D0@q6t+lXRkb@>k%`z|ta}BbEFLTJU(C
z&%tb1WQU$;lPYDIK}WgvW|%t~1Bax7w*@n7h7MQ5UhR(YIPvF{q~~#+EsU;TMAQjW
z!BarXe#n6eI5^eFZxD`=9tqCjG6#`OsS8E-(N6wJFPT6LQ}N&Yr~<9>H5*8v-zB_-
z9^{g1s2h)yQ^&>Y4bsWTs_%DeeIOJV`5^)xJ1e73-WQC}4vZE)m=W}yg@O{+-F~~7
zMi)jyXqw0Sc)_5uT!d|+Ll-S}xtc1+L=PscOO#iUkEx?6iw0xJ;;&kN`P0><jv@6!
zKJl*VeLp7Sa$UX2ib0Lx?<DZOpmZ>VY&m}DZrP8(9f_y&eqyh<u1-ed12zgGE$GpP
zOR60LejvcIL7mC=w~j?sPbp(tDo(g&`66|SCf^Tr+rqTp^}OsW9@>f9A38!BcKG9;
zX$Gl~<Xks%3J1d0OV9v_YN;NG;^h~AnWhcn|8z~D^c)Bzrm5Ka84uEl$YR*3h_?JO
zzE1-6$@S9t870H2MrZtJ5%r41gH(dsDgAwp9iq~@$W$OeCH9AAb5sMG+J?e$=6eO)
z!95{}hNDer4t-GL{OmA1dfS?{qUFv9><>*bGy1L3`c!fDTRcZQy2LVX2WN<=+~c4f
z1pBq+Uxo{{nubj__UH&v9%LyRP&q*px}Jt_E&jMJKuIeI<l9G<<_m7KZ&ox)<vfk7
zeG4zmZ`q;jPP65JiObyO15;$fj6TufzTkNZ-QRB~01D8)zds!c#@6<(1DFS`auP>Y
z+N@^wznIgm_k2uyXH=1cEOs<VTrjNP#t(|0|4^^*4h)NC1&iKANSQRy&RU?#F{J1H
z@mvnUYsuIK4J?0}d=$jbDgyN7OtFcNf@n@uUdOo=WB8|r(N~0)*7Lt)eJ=BqoKt0I
zM6-X~|J4HMVEn2fq)grarTeoh{IrLIuu`~-b_Ti0g55tLAQJNxx6@9fLPO$Ay<#9I
zuPdWoY(afU3rS(4Y4NtPw09|Q7FMyT3%$lR$nRZWc)o?_MF+E0NxI)b^{|QVQCU$u
z0UlrX_9&%39L8@O@NH$8SIw=?ln<GW`C7u2??GCt+QS%56KHQrzy<QY8AbjRnr3O~
zN8)v-!XyQ!omhqrnFT|Tzj>E_NVT-{eeewwxqo8_ih=W*FnGDzwI2D?<Y$7-6n!rC
z%0v~0=B&J95#KL^mWJ>3_R}rj=pBm@TTBd3bCpUG-}|wq*rY|O>?_|bOGS>_<?CN>
z{<GqI1|wqgVtu^wyy>1uLuhi#G{h~-*}+(g9dQ=<`Q7{oPL=5tb?d>6S=&IED}Ihq
zH)TBKoTD&nn#h87<cj^S<a_>YUG2gEC{P?-f=|epWuqvE(|KaI_>i`Jx3-$ZVYYv>
z0()ueC2wsKR-{>!wC6)Nnj1v^zRIt7VtU4r$A=3V(-?&_gHHPB|H`hV5ReRldPk(d
zXx9YedxYxJ;VX%42+uUy+Zx~Q8(OQpx$Sx+saU<}HoZy$<$o?Mof$?>K6{xEHHFz6
zsGHh7;H-F&lUk2u-6-o|M4p5#rpo<C?Els@et}h=%aPRM_LR03;WyqYkEJJ}F+K%H
z4&J-mO5f9<yXaXhzC^9ztothH>}b11ziE2#^?lTWBxY-JJ0px}osMt*t_S>kD;CL^
zwBmMkF{?}_^x7H>U%a4K7orl;)K%-7i-uP*Izqg4ejzuzsw_iT#yKdEg$u&ad<`P?
zs%15P3f<LwN!xKs`5<xsIzPQ^zW)PzO2X_(9z-jNCM);!pO>Q=46aQn<GHv>lRCv0
z$!r^l*qKy;i@NI~&W@P!bnLLyFvV=cw8v893zEd|>wW&ko;w<hZ%=Lu*0jYpM@^Fk
zE*JGz)1qEamgt^RZ7@z50t3bYzvmaN4uSZVqy7Ea10(dnLrfH4B>^fgRPvlp+Lebt
zt6?rIYs2L=qDDQje`!PImP<L1#9AEljeq3E$W<-M10_JEplAAFJe||GRW7do(G4CS
zejtrzK)i8R?j_Ae3bs4+Iip`pu08vs%+0^-<eLju|66ABD#2P!3nRTKzJRm=+leHL
zX8c*-sBj^8N?JkvF@7!m$c!l32CHDmS&XNn@m~OxndaCQjjna^%t+aPenRv@8_DOJ
zNhAWutncnt8ohKTy-)8*QKrX-#L+MzllX-zsZ=z<-b{&1+We3PPHwGp!Y;)02inzk
z&7sdXm<dxrGw?xZOUG_s^xQ$%DYK5!zrvE)J=+KNSO=3MldvamI%lZVG2eq^upA-{
zJ^M~o_tGV03iosk$3_@5Ow=0j!w_i*L+Zj?!o>ttJBQRC4;}a;&cOx3_?Yjj<6Euv
z<>~;5bHY>_(26@Tv_@e>#_JTT#_8}+DgU=@j5(TRId(C5GWdO<LWKmWK|%%g!H{eV
z?*%buao=FFCO!Ktdg#@uKN0BFh{px^v?KPG$@c|}Tz^7_ZPTt6vz_&9oBx*W^3aT5
zQtGU~Huv(`u8FpAP8a`fYl_V}jt;Z@sIh#PMfHHePhbcrOggxLAgD2?EH4kC&EO~K
zQf_W%L7*)gGxc3sf4D}XFZ09P@s<Bo`mkzemra+{WDXab`Xwx%GutNU#LU2_3$DCj
z^r}9TaN7SJ_^yo-_#b9cV}#hUcac=*?w0FE86MEc9BQ*?BGOW-AndFF+GldwtqZ+O
zwM`Xwf*N+G%si;a<ofE?(lmeS$*ivYm?^f2IEelvWB;w+)u8~VSdAoGKF+VcZnC<T
z(4yI{)>_nFg0__L#v=7%1dwA_NT|o7)QcY}UK-2y=2y<!H!%eC3SYqOUdu<J27w9>
z>(GO9m?u*Fds*a3fDG+@$3$RvQ56QI5k~=)v-<s0z$*6Rz@ym%lM0hnyIONcXc#C5
z?@+p>NVRlp?A1?}p~v%oc#XH6h@?yl6-J7pDTh=^Vlt>epJ^YP^|B~!V-(VS%34_g
z?*y2css-Rgj06SLCwP}WIj~@2Xv-Sf0FockYu|M%QY6txFP`@D;91P)lFgG=S3?q0
zQMUENn`tR_^)lw{Ik(rqmPky5{h4w9u_PbehFsf}nW7gjTBb|s!j?9na&a2Y@sG&b
zI`QYUFsbg{AeUYHa;~N}GIh|aNNK^-gq^2$IXw0TUG@d%>3^u?r+P~KTs6eQ7u0cg
zr5?0CuxMw%tW!Syj_Rj)qVj+yLIWTsV(;i*ZerCz`~1Ns<sn|3f8=ukZa378FX`&#
zNT<>K^ez9fQm(4)Dc<guq#0=Y8V%om^6-!Q(sT(w+<CTp9z5T)t@4ig2&;#>Q-Jjr
z227&2gVP(<1bX5!CE+u72jL<lPL94Q%{y(M`C1quZTzU@;o687NXtJrS5I$d`-Hvk
zW{7?MPkuJq#5h5AW%~iCnfFclN6|3+x6f^HSrJceJ0)l}jC8N3xC8fl>P>>>{jNZh
zvink<_kk~%m{(BmX>Hq|u#55J!ph3h2c+m`AJOnb0V0(Bt$(yqxyO(TJFut26mOYM
zz@^iHY<0iV?SK3YmtBjV9zl`(Pl+r+D*_GB$LRc1y0uc0CsxN#se>8C5_k}I(FI)C
zH)Eb@rB5qwnv=alJ<Rydm_~F>3rn)N_4FNa?SISO_K~n_$Ba3N-?LuJH6c6kBNso+
zw@6F9NIIyTZMaALkk~b?dx4=Vb9hCyPu=ObE$GebfuIK+c-0Y+fgklsiK>T_NLx+D
z>{(*}b-}tfrqt#X#phO-{*VzqPOTMrhb*~Vsgu+1;hqQsHsqA*gh~mTkL|F>VvJ5;
zU3SG>#W7>h<@N(t7eFcqSC0E166&zMpK?&IKe)zaGtQJ9+9+ZPF%pTPOw6~z@_O`0
z%d6c}x+kuBarnk+^9nFDdO@EN0UOfKAv{=l(op<8?ke@kmRe@_##kg(MDu>D2|mv-
zJ!V++E-%~o&=DEr2nqU4``s@ObY3T#NB~nDVA2C!2qnLn1emwv>M`<|X*T$7B#69{
zGYTaXr{U^Jd0n)LYX4wh&Fom-2ZC2cWE;G36}}hZO3^W2#<PX4g`k^E;sZbWbsX#|
zuyYMJYb9A9T%uTyBG3HQIBB=GpMR^tWbiuauCyZlA*oyn$sjSgc|y+sH8-)`EqHP*
zVyKihD>u(~Go9MD?BDuzy$xy``J8<0H#V%_!n-{^f-NFR!%lswFG=8-7t8v4MTz`i
zuC)C9&k$YDOK(DGH%3q=9tSG*$q_^smE_zSV6MNFN^np2#SmT)J?s2Unp0Hp4XG39
zRj#3|^E0;zM+Nn@q(5B^QA}YuaO&kBO7X6|+P7a&TNZ!797rhb0W=KPm7m#48%8%%
z<&GQV=ivL=(`5a{X>&o$;k3s!c9S-lj-!<U)->MC_PdjoL_cFun;q;^19GZT*>&yt
z`S3cuYttub!vcxw68^EYgZi}Pf+@4dwy#4!jHAQRo}IRAtR!;embL_P5Rp7!QP~&I
zaXb@2?Nd@220eFH+Ic;7^ZIwb{?2^RdH2J}sEghW`kv02%9>n`dG}BR<~(%iK3HQ6
zdZpu{`kkBjhl^#HMpD$l7M!12PN~8+P%qQN+=>?U1Mhakjv+2ZW#q3ei&rrDadw%5
z-Tc+I4f&bdR)+DieQr=*fDTD@B=s;_5t(d`^asyZ4J3|*&3ngb8GUtq|Fx`=FQSoW
z$5(upUNfAnh>)oIblYDJ*x7<~Ui9xiMH<MRN<Jb<bk|p5x%hbM*UJJ34q=y4BmgGh
zFL>j<7&-4=FmKUpDZ7}O64cK7Laj&4g*Tpo@Xi0~x(N?~UXgvX?C+!#2e&}*{=Agl
z-2%UjiSv#o$h)U&N`sD%v@AMm9{#dG5=yE<(H^4G#-tLx!0B9rloU`%zs&-VA(soH
zsF-K*RL|^j&L3fF@}4_6ER00{>iN$<YyN(r(d&6{L0_Da{m50^Cw<3dhv;$E1s>-P
zJbv?OZk#)y+I!rGS5+VSJ$C{5pJ)8dD|QENO(3%U=chm3!^a7eH_rVDmm@na*K-=w
zbQyJVKcu_oWX}}63maVZ+wstR<}e)^Xor5OTRpi!(UBRFzRPO=ch_u`B9>ghn*!Wz
z)Lzw?CQPim_iqZDRnlgMvq1PP8H2A?({MO$*MZzo5kr@Hq-pD3Jw|o~^`8o^)g!MR
zj?_yX*AmacK|-cLsMK5>YV}<7)9foVaftKi8s#uYV&20-1DIs&9YEv)v@|2mql{lW
z4{SFC=w{`#9<oD7wl9|4i_NO_q%g?wyILA}KU=<hap;sT%RZH~8s-XpNDLxfAjbaO
zZ(fq7=Jd;Pz~%hMpo~^hp)JA$gEA+x5b8=p)Q+F1U-Cv1%7t08W8hXQ8D5<<_jalV
z=`}L>Zge@<bL2!$!)WDm$oyC}R1e&H-+a8^6;vQs8Z8NAk^|(ItXAY?y3knXJA=!_
z<I))KL6P+6h{)elmO;@KxD+BR(bQJs`{}aG<N*sMer#6CXl0x9MN|_;Y&<Q3@0a~t
z=lu@k=1+G}n8^OOw;wdYDL~w?PTiHpW_*EO)j=`%PhoAfphv04Hxv@vQ?L+yUhTdM
zzy%s6iEk7LW5y<kapgb%8a*U6ocn0bRhI@I;Tnch2DvA<$CW=W`uD_$T4D=^86z2o
z-O?2h_--d%>3bB3<9$)aAQ<6o-$hy6PGxy*L!QF*%ZJ*#jsKWM26t2xaBoMbAucgi
z6_SIm{tcd)##0fQK>g}VL(gwxWgpuDj}EPc#_BZsH7HIOKI;@Nh%R1HZ?o@ZQ6STO
zNJ;A?S1(w#rQ$5VQ$b4Ib*Ev8$;1MUI`^&rybszj=YbIt86|3wUv|cCmQE#^BaC}X
zQ;=KVs?TmWshRH~>Ps1W2BW}(%bwWWyQ(y7(dOtq3JXM)M&1rOz9((<MXXCD8f9r}
zhM?GLr0wR6ukBU3gk^4Y-8+vk-%(F};>jG%tA5<Zw`DJhl$)r^hR%B$?+{bMbh6Y-
zBU@+Mz&|50{BdLy)(^`pyj1l6X!`EBrn0VU9i3sU8D(s=JW7d*fQ2Fu5*0KQF)GrV
zii&`U3J8HDS42cah=72ABq{<TO}f;mlz@~72uKaRLqY;6B)QLfcz)ma&lH`(+?#Xu
zUVH7m*Rr6kPKkdsS!t`cW`LQMFVU8|klGl;+)(YA6_N<7h4~r}AZ0;Zg)!na?0|Dt
zby`OJrNUR*9DQ;J8u0!B(TJ6P>|FYK-^gyYm?7+OOE_2p;>=9xaoS_61q_xW?YqMr
z=CPV%0BRJe@6MC?=rkZ|cS2LPFbs%PH_@6-X8)nD=Q+?$uYa6av$V>m@_u0Sj|t8~
z-pAKPeQFk!-Y9$lcTi)v2vpQ?0UvljJd1DXeR$I7`i-Qj#^G>)HNfRkSNqOrhKje1
z8jsAKR0QQS3taaT;&`f(K>|~Yvr_1kmk<Yl^^%Y_+fg}xomr|a?`4*Jay(Q3O1hpV
z<M`HXk+is$=#zX?+Jl0ikSQ2d6t$ef)La;W_2Pgi0D3562j;c(O;uzwrO>mef)sg!
z-$Cf`0V;lwV$g4tlr*L4wz$PdcKYES8+b3=70`vk>w^J2mnHB~L>`6J%1?fm_Pn(a
zH=C)1EzHMF#rlCu!5&<9e>L&NvL3xh+berPkRlL4SL1H32?b~jy;?UuuTy?xxMLYB
zYnNV{WpKxI0ZZ^QfS~{BB1D9=3bX5LHn;0oKnNkFLHA+MI2(@2Ah3)W;$62>6oyiU
zLD{r#+)T$l<4Z--2>zIao(fMb!eA4E5hgjC9I)g>JwrJ5H3cbN85>jgP3w8zfyRQ-
z0YUQitc?j;Ja#Wu0*puA^tn5Fo`p84c)a)U{U*cS`LA@)tL;X>?j|_Tbj*Z8W|mK0
zYFkHBt)i%=Nhok$K}nQ3d)%nLE*4iasyzgzNm~zAKN@3C;>0HR8RBA~e`@mNg??2;
zP5Z>)JUHg)xqb4=h&tLX9j$QJ-kG;{{Z7EY!c4^!C}IKJ=$`$)x>niET9`FPkrjHf
z;GOyZK<~b$?EG7{S&Rh~jr}DTAyQ-7Ah)|L&nxz{fw7O@G+Pa<t3CtmrXbzpM)%dk
z77ZL?0<be}I{PSYz5~^ykOD?IaH~I_lV^YjFlC}?^1vOye!RLOcvLXnCWuAHt__yi
z%Go?Pf%6zC<KE4k8e*#;$=c?vDF?986-MckQJJh$>`7%dJ`Q+m<YTCh+IdDLDgDl%
zEUyGGD8YZaGyX-gkrnP&s?rd!0v(8_7b(Ay{!9VK)}CuSl_Pdjnk%{fHA<=Co=*Z!
z<7TVuhYp&X$j8+?l-MXb|6l^@iRo5r9dc#5gf!lUn&s9lLC7K16h=T%TeJ-Lbin8{
zkkIA$|8hBYEtjL)rW$r)7l#Wz7XcITc;WI?Q2y#P`NIr6138=RUwZl;ywF&E*%laa
zpwD17-SKtut5%Ctiw3<2)XQY>Bt3?n-CnN`bsigOmk`L6Q^j=rsyM|RW;zWG^mgcI
zRH^2-@&>C5&0vXNu<stzIbhu60Ow<4JZH3NjET(GF+Jqnu{rZ@jz^#DS%GoDWUgps
zV8|)Ctzav5`TItm`rN(pjb4C;c1;?wWxB~op_pITuh8G$Yux+thp?-+VP_v#<@C!R
zKHK#7^w4L0YmNNInx$kMs8|-TBXgEAW3CbZDG0n)7VKpUKrwcp7f`>pD}pD-UmQ2P
z=4t`W_#;=cgi~^kvYI|~^E4AOFy8&EU<BHU%R{9qMdVhdgQhg=4={=48Xs8p=tbaT
zeCOJT01rcdvUIujW;Cm(T6qqk&?>$tIrAm%0%w91Dp@}QeTj8$RZ9=P4@63c5w0}j
zou7YuI5zVPJ+3LaTb4=5&J^|VuTUwX_G6w_mEst4U0}95Qzs0j@b`hv(E|Oy>vpd+
z%$6%2j*WOXOzS^hkGA;ly3M>X){}g&7`)UeC5c4|w$Orz!o8E@q!9J0!^n6P7xK2t
zVXSUwdnHMx;Tf%*-sw7C3D%SX;c*tbXXmGxS<jDIZ;;>FedWu8m$83K98Eg?pO7N5
zaA1oNJQk>HuwpQaeMk332UtZL&kX?pLSJwzWz<4`860uo94ySg!ikP`51lW>D}j<1
zCitx%CZ8z!xx&`EutW)8C~=h;wB&yflZpfGHOzn#f8f*k?XK3{+6#w)6F`r~ez+ND
zk^Nc)qW-POCp5v|ZJM06yVlcxEA4Gh<4mTJ2)g0fHI2k#(0}%W$|ss6yCTzn$Rtg(
zJvbe(rS75$y~u=>(F87yCg@+)&+W6G*w6y+CwEf!evX{~Oe&llyF!25Jij9o_>FZ+
zDT_8{DG#W6OSn=0%m}pQFkQyOLBZfovIFFm8KZrF(BTxP!cYPhRl)Hn2WfQfO6@DI
z6nUAGJJHpUHX?oC)f$~}krCjl!X5__{%be=Zo!*HV;iufWc9m0@TsMRahJ>9<!b8%
z7qbzrq$~*@g~(+euJ^hE;seYq2iKP_CNom+&ipxhI>1{Y0${P4_@7ySxXX+}`vzIP
z!cfb{t6oVub2I}OyK=9A_6^Xs<3=lmAArh(mIWxZQ3EjmA9(Gp#usDV9mUl$roS|E
z^*+SW1sHSQ{q2mKe><(F!LnYK7ScUVopE57FtNq^dW!Ibd6zfbl{WV`Z5i|jaYyY&
z!I&LBtsYMG&`SiFe++-@;N-qU?_8iQQX`hneg(?$_7<5-z!z+{Xq3CM7t<+60*@^4
z^WAloSEZa=KWPSs18N6??b};+pP1y-Q6@>TCdq)!N=TVG{3PbLu~BM57Lj9M2EX5@
zf*;GZK6Q+}5QA1#9pD~t9CQJ|%u70zSXgm>G5Bc&-vS{s{m^hkv`{rg5sr(dw@`8U
zmNI>sdcV^eDKNbage`lN?*m3i{*IN@Gp1uuF$rwUK#b};FBMIC1Rj~B*g*80wyCU?
z9>?y!D2qm3{*~i{itcRb<!8lio{fk!>U5z;b)OtFC04q!=#mY$>Of_z9#)jWKoAI^
zaQhg8t^+D;IgVS9`{AF7&$vP|<5nxrM-1Qe36I#y;4p?d7OMn2Ob4y9*Cnj@n0sHc
zQ8C%NPORjy<9{CYKW>GEvwZL02RTG-3?=}P)#2QPx9$VqDZ3g#(cFe(af$KudRb2{
zjGbQE8ni7jeBm<TU7T%s=y|->B1swzy8_cM+l_!LXftOFM2xs1hP=9AwOGcjEU)cM
zjD8j67<L%BhINqnP9ug}^u&ts)%h{rd}x>grZT0e>u%24#u`<pK0n2o5nPle+*URn
z2kG#O7)xPyJW|5B1Jq^$?B2qaQpSfa&^$Z+)x}A}frA)a7!ZwS6tUZn9+fz5<425X
zA!-WJEp;jWh27s5wWCd<1_d9KZaQcej6%iCCpF5(ql$=nSA@5cH{zmSsCB3yPMW$V
z8&fCZqkuU5Zp@Q%q0flmr=M8S))MZD-C{&hq42=h$Z*1MX}h(giE4y3gqH%+on3CP
zdap>IK(}~9i{L7siA5}evvGe8_1FS*p&$ESsw-C@73-EhEaex?>JD8uuGtG3Wug?!
z#C@@HyDp|PL*&XmYA*s+G<q^l@GAH}GF`-zeAtPsT*_@1R0WT-?3(O;Wh5ttt5tz6
zc{H;n0O-n~2J-Yj>l?Yba2}={iFFN(-s=V<G?6Ru#ZRI^I2py&Hv7bGVryycz?i9o
zH=8${YvfkDT`pN_D{@y$j!sw<uYu#d=jsE;4Ve2tD!JXG<ht4#AHRzo!efP$sxC59
z*M_)OJzU~nP>4_a{6dA2)>n30sOKsFrsxuA-_(9gW-TTs?obIA#Nx!&udD=*%7L!0
zGJtq9>F&zf{=2tF_`|s@xV-vSYs^4kY`@s2_W0=yX^k`k0&M`ExTmqr0ps<nc;EaK
zr5WDbb-wBCXR{G|G#ED!gy>}o<~sOKf|UjD=|<&zHFVS2uNkQ`XJ<V$E)}@@7LEzk
zXSqF@E0e^8n_K8}jr04<hrpDvz@-me8uj;G;`9feGElm}MF@MxQtUg1AsUlJbtX>j
z?4lI_5`gsA6?zao@5Pbj+{68_k+$JRmQ?5#OWzr0FLnncfJLmd1FlE~x*j9kj)sj-
z@uC?8o&JT4mdH3&o`_6j15qt(fJL8W2t`cMyE*s^a~&!>cOdj`V=ulp%^2{@OWPPR
z8SG>eV7Y>dQ)`^-Xy)o)-vz4f8uvemPWUXe?Avc63u=an;zcBzsYs4W7<S$xC5ULM
zudiF5l@b)|I#rGl;upJ!A9?rKR?U)YqoxbF<8jPhd9eBC;vYm?xF~{g1!3>og-o$^
zg_Fct?E3m;lYiPbJ;^q`bjU35n3Xh676f^+KcYF1PXh(^qhxv^GD1gD{)#Zk!_83i
z(&<|e=N#=DFP+GU3e<APZv`hDTsS8F(bURws7FBQ#%^+Aj4B$iE<eU44|c-RYVwJF
z!3J?6q+3Mhyr*JVYYM<tijK$8KBJWHu747*a#p6EqVK1xws`P*XD^Z$C%*x5PXVa2
z+adQ${#mk(BL7P~{R?|b>v?iEi?J2!$w??Nlq5cM9RL!F^d<pl2rAw5Lt`s$N<27&
zxvll}9p`8)9#95S-Sr~~yMrP&fIE6z{_0+U<%F<^Wt`ffsO}Iah;zVlPNU$)7524R
z6{f80=?~<$w=rnab&WF}Tg<42D6R{TPw4;vfqKa06S0x|Mw(*ygk%8s%*QbVup}7G
z)O^*|gmz^ls}3<2BF*+&KKQYxkbn{=KD0uC>V#+p(%INb3F?PT3#`j=uRC~0ITYS`
zqo=s~+|&gN!!4Cq>UTdJkdGCh8{3sWC!rV5bC#>RE{~3GskC5p@8sR+xB%(`)^!r7
z%gV(+#$Ra$oh0qx0hA=aw0qmm+WO=_2#4}+8zdxtvLkpXiLg-s7&zYyjSSgtiw+&R
z6`wCmIo*ZP@=9D{=9u~F#R0>omm~%xz?Qp2S)NyV@95z$Nf}jit1okC!QL(j>zw}w
z%puDPWgEdDHaN3oR*1j{?i67-gX1I$y2C#N6}l%+g3LIl2y#9D$6VNUx7|$jZZ^B5
zQXDxqJ@ORy`z1pT$~MUhRaUwYH6a~<KoFw(t#@;)Y=}Uy4+f=t*TtU2C<e+|%8ryK
z<_yl-{L@<jg#5X15cmGkO2hwj=<Ha|ZY=BbEM=kq0Cnm(U)t`vfbA`WM`t>~^`QFL
zYqvPv_1m<xe^B}HDx%a8yd3aOSU<k0`Bm<lhIe&Oh_F9ZpmIl*8%(XG?FC*LLqiU~
z+Y)0@5-{OmJ|AY7)D<%kfYJDskBZf+;65bMDgj;-%;lZ*N;>17K{Qwje{mURo@&qC
z-{qsTFGd!mpaj3{k!!LCM+uZWOT{N@|9xmUxF|ag0h~j*`QYI9BeTyZPm=C>9MMK1
z`o5u=Tr`UX)QL<V8d=o|fHu6&n*d)he0uY9sNjD3dbdfbPs8nn`!X~zvGB)fuoUq=
zseA@0v+|5BUzhl>%xvPD_c+=&Qw;Gso<9ouD?Q8A#iP`>L4b9G;+iQyDxB;tEzY{~
zbxEr9-SEHb_T7G%c+apQ@sReAEASXUd^PA?nJ>8a=}k(_k-5*fplHMLI?C-7oL7~b
z1I6GoLu_n-eIw!ptnET7s+S`wxl4jFe)Mn8xz#ME+;oS}HAAs?v`d&m&`rrd!$0Oe
zB<CH*t0%~vqD&Hbq<q-EXVWjMaw!wM8VyvqdlFJo6tphiduyD9S|cA<J*(C-a(+yr
z?(LzQ`%Xx!w|egpq}u#JS6-!;E?&u1bF)cWy+7jE$UXuf6h@>b_9OxhWFzR)3V<%l
z3#V?hwNY{5?I4>dU+Fu~nG;P4$4yfXW-f;G+0R~T^|~98QQ^7ARe7cm%T&})d&`CT
zWUNDLhvYaeg|VolbYX0B6L9yyzzn<qC<erC_#%va@8KYLdc*Qo7YkqF_e-rZ1}yv$
zuwd+}p9@>Y$E(Ps4h3eL|0Mq#7&j^_G=QgYyjZ^cCiIs@_mTh;oCuy0@NJ4t5wI_?
z9zIVUyyM>_VAL$6XIA*o_312r^%(*<h!fHu%(zz*xLT+fL4o%RnG6G$5U-7W+rTwY
zF|d>jxh^8F->IN1`j}yY$UU!ml|Z=L{2npyp`B|{x2oJLiAWo8P`O7;!Hj*S*fsX)
zP`1!Hq@nm=!p2}Vt{NA5xWZ7*)A2i0n{Ghn24V>kXbKjBFg*8Hvktb1$krst5>o{5
zV&NSGLimO<)z6r`Gqkpa_v>`XgpW6NaZEI%2dZBGp1)*j0yp6N?4|<wz>P|->s)jw
z<0!j>txOZjx-ZVfSOXn{RRdDWB}%hMz2Nv^<Qb1F{_785h7;s$f<wl?tx++Vi|yEl
zY_5&%4(0c#-l@1CGYQ#w&$?24!WhWW4d*iLuSR%lfK$$GWdUPngN9Q93GyS)EnKxo
z$v^^tcPr=4JpmQ*m^(U()q?wMe!W&8F`rJAeu>=#m?2a1dHy81MVdqI;sjv6G$#S+
z(&hIn8lEqtZY~8Jeu`Q)i9XK(0Z9Y>W3{Cm%(&37lrYxHI1ylVvA0C4)5Ub&&*z^Z
zGti7EjRt3}eP#LYB?o;&W`EfQ3&#j;Y<QxUvXogeghPVLfT()sg#(&qF3p7Z6VD1u
zIBXnso1W#*#e6tWV?S>Q#GjBJN?rW5dDoRLCHV6HK!LbjC(6c0Q@bJ{20N8(J9;r2
z0WMr#_)M&8g=>%1Y0&+;$&#j!!6;0F>D+CbQ2i~Gx3hUQj(rAzhO|Ui%!ipC)kEuz
z9MW;V)wX43A$D+*rI)DpS`0d;NxS}hZQ(ixU0~>9?k2-kl#g<4J(h(<oyFN#N<*Qh
ziOkhv@T|hQmCbuk4yQ>WXZ(x&NFw9XHE+HbM1x^l6NhL<N`RGb%97eAPR>g(J#7=u
zv_PB^GDo#2W5HQRE<;171!F81%>!wxgIL-)>Fnl1$OK4Ua$z-}GS99FC=w%kFXM%Z
zkg4zlzz6{TuVIA7FYx~`0?nLUPv0W39@W|{Ol$b(fV~jeWQm!a#fyS_c~ys`tGp_&
zhI1c|w$HKGM7$b_yYRE%@A+&fX?5xCjLR<0;H#jA@zu&uDjX!arCmOYA1A%~M7s6P
z&6=m(6KyFT3re`*>+AYWFG&u{0l0ulEB&*1nyN2Nmbkfby<P^=#Mp%$nM|W>z`(=C
zYnS2BSu+q99siYfdq}PTRqE&XIB-emPF7Bt?~I2qTb3Ssx+rxmtTfBhi#&H<pm+m&
zo5g7m8HfGbFQg|mU+%=sWX`9G@pQ()63X^KYDXKBA$LZ(b)3AQ)eej2^WS~P+#vFg
zCuH`<dAeTh_U<6)o|}R5D&FT^bz0hr@vln$1Z=qxF_Tc4WLK2^gY`?$3yGtAX*AdK
z(6;Ja<{O|j!e67)+T$ms*NVELHvti^O{m}6EP1b<JsqlL{13Yu*}#gnRe8P_up;N6
zu~*XE7IpHR+b~w1i0mZ#F3F5$q~+iUx`|$VjotFqfW2i0y#%@m;4QCor~SB>^@axI
z&C`fRLXQz>>r6ju+{AP^Pykelg1S8KlwgdPuoNA|U`vX5u}M(}$f0XH-+A%V#)u!+
zdu!htep7h~$*^K8#ui_fI$8J_Hj7n1bb<x9!t$rVxX0wb15@gB`GOt??^Q=>T{L!3
zMB{fnGTIOC6o#JWj&;;1RF6N*;u5GXqJs`G3prpj)T)6Z!@rWOIBp0-g?Mpsbh-MO
z(beX24U}Q*b3tr>-*k{3KYtb3R~4l@sn2p3QzU*v`{a&T+>FE`o30V~&bYSHFRY@*
zO1y>utRoc$-td-V*droP<z-(2H7@ZXCVsG6eQRW3D3iUSwWEqoXYoONKqZRlnx%F(
zt}kt*Xj6RD8atZ-!&+Fz_x#g3DUq*_C8%r?GgsYt9ehc~#iV82`~>87Ez2uq_^J1$
zBYb0ET;c)jv~u?~9=cRyKv9^x%N=mW2YB--fN)Fjy#q@h;I`;1Rjb~(51$AdnybBc
znm%RvAN=B-+&>r|OS^At-bGi>a1E3h@DNkF{@@m*;#^SOKLZ46Fg=lr0zTn!fYN{e
zn)wd%SF2L`JK=js3yR^pir40P`2Swn@Jpw%aUmCmSm(e~pJX+2XRS}6nP2Y;Fb1(F
zhk0q@6YN+J)@|wF8)Tq=^j_J}uA@#fm^B+SiyiD_nvO|XObJqqhlP1IGRQ1TP*f`s
z<@GA(!OtfEBoHd`_EnvFuBn+82eGpYV+&G%*4*An8V*mJ0=L!P;ljBi(!K2xX(2Jr
zsIsOm7C-pkb$|M%;`ZcLevc77K(Qc!F0|yg{z9LRs^kf%{V5=}sVCoQ+l9b(-g?}N
zKApk*vsqd?v2cru9Rm8G6@78XvM-7^eBC{S`bktxpK(#3y2pX~{j7x<QlRI-g&?8&
zw1=4Sg0x>+=C;*#PhZrBCjLR!w#q1sDW9~=!$v=+PAgP1pXXfj*6cJFYY&}m9yC^&
zQK5Z-#~(n7-r9Z&lA*1|!kBCCW*sD}@ofbkygaf1=`%QFR(KLAm>CD~KH8@ErJNF0
z80MBMbX~BuDKqe{?`q*xhxLOAY~~-RHj1>4hp}7%2q9Erz!^X)l$2|eZ0iDaky|B)
z*3^)`{}X|doCnz-&4m<p6~9C}c_|@;1ow~qbBRMci%6HZMYsq26|X?M0h;CRaJUnu
z|Mdh;CZjbcFucCzBxfq3Mghz~xFozZdJ5XTU~u{#b_x8au)UN?2Ybc6dxP?8^AWv6
z(D&2tfbKcq)<QI@p4}b8?+5s^UxYDNIeALRX3!8s$M;@6iS2!@{NSwAh0M>;iIzNl
z#rq-Ss|jFH?Ebi?3zCoqW0eK|4ZT18cKdob#4^<4(O4FD5gWjT9u(X`7%qj^lHBX@
ziu{y<u~7D}`jAN<j=;4ePdW5bK{6mCrat)h>{~ytBwy5f6DcVWsc+`UDR+;EZ`jJ~
zqJ!1rPxT^=S~Hl}pou2nNOS&qc&SGgvRA^0_5mt(;C*YTU-_Q&4gqF4$06}(!I!AW
z6rVwyLUaUbAV_l~bgMUb(o{TN@tekLi;zoIO)VtY{zGKTOK1S+<lK<)aMu=KoOUoI
zNOU~IT3+$5lyq0m%WP9cWuS82u>EV$*{P5!)hvs<t8lryyK0Uh3%0MW_IAVGCY8G$
zA>DWJp*}hWNZ}*PH?6w%l2wW<Elzi7T-GM&LfQGQe`4p@==mF(%z8-P4woiuw(BI1
zQ+?q@^VK(KX5yz8%a#dTXd{^G38+4Qm2yhBi%Sd?x{jZtI#`17uSMI4y5lsyFI>}M
z)RJfqxwy}#m$YT;HEon7(3V@(mkxns2}*qY&ud%iep~9*_0Z-tw3M)`KF%8tKSa#S
zFT_-_H?N_Bp_9{k<_%%VxO5js7B0)a^#FGD3$i6YZDjT?7-L`}k9}N21A(NwU2NqL
zKoNb7U-k2RP$vqP|J+lv|F+yVy5#)bc6F3PV_$+?%M!GcXxfpl;iFPg6E>EwENhiS
zEjg@<+0w03t`nJioegk2E&v*`O2?SmEq}@`8mIpw^trUu+VgY)jg?8w!RL??kYaCv
zI$%;ye3@9$(wZCN0;o26K6i9i&q`U6_|k~RUyKp@<0`%3ZHgeREmxk@aDi5Q0728h
zh6jo4owtyEC2_9ZkxdVEzg;zoqp$R|{D!-zeb5lz#sBR5jH>i*P-m5ObnMh+n)UO+
z4rnl)(5?Swb3g?8I70<u2&N0-eo6$=G-&jL^gVgK&}P*nymr+@&jm$~#c?IoAcpek
z5_0Ls#b~>`zL0Fqu|5MAJK=+NwKySAs~#kj?9RM#(`}f(%d3y_?5>KXj+Tzrs)vU_
z-K0eSI`aee8he}MOh?U0kD#$W5(Q_W-@$7EcZkJ30I?vWAfdZkY$etLqf2yauR1mw
zrBzEYF#beJQVTX6s?=X3C}h?I`qc3&@@uChxGY!WZEtonwR?Q&2{G?U(&e)4R$vaZ
z4vg!99-7w5-^;mVdHw&;1Cm!^4`s0fQ~+je6I0blXZNL9eWxp0)ygGCpn+CN^tYAP
zySFti2b<oAn@<3<5*q;mlM%0!9L`JXp2<o*%dFGdL$s*q*3jOzeaf6ulkdyVPLY~n
zfJ^MDnLj}G1CGCQdeI*y+_7KBsm{^Q|GVxfX#RqF)C0RI(6{zs4Wi(uWa^6u?lkH%
zs~LmWOLi^y`a2wVMGk`@_xhg<aAw7*AN)Qv&q85$jHm-*8Z0k9pq(cgNZ*ubxXlOU
zN8Nybbg*FOHDlhd2frY%+@>NpGGW)tLNBzBlz+jOqi5{I7p@xM=y61<%Q8i%{FnlU
zuA7Z)ug?#`?tpgoT(7Nb@Lja$VT~VcrQs3U$5H5k0ZC++OvvJ7X;p|o8cL*zHh|5&
zkK+Xtji_zcv=MzW=eo2?6xA&|$p>#I+y-5{5Hw|B9A5*Tc?Eykw>VHKW!T&Iay8Jr
znD<%HxCG<pU(14_&<An++jCdmP~M}B#0TM@F8fQO@j}}~-96EuROWZJ?2Zr3wv@+h
z?wymfmB<Ph0vde@8ChktwuS=DQ*VN-2{ilicGR8#fbBQpD+eTtIv!(na6Cc)H+d@{
zSCv+qMz?<%k=I1c6EXvRYLlNvad>sxSJUT*e3_$riA^8yi-ZV)`s1`o1CL>6FonH|
zM}L8J^NFV1SMA~JQgR%b#|a&FE;zco)Hmo*&81%%fvgv3<S4XR$g{xj5c=A+FTfqN
zDmw7q0G2ifi1AL7o8xda$(ioO#k(pYf>!0qd4jC;ro!Y8R1;Yx8Aml811c@e*s;81
z*`ry?vxweNkNq6Y0#GffKz(!|`}h8Uja^chKG>Nj*>v<m0dk}?n9#V=l2oKm54T+!
zn5C+4S%Q1U1sXt{;?u1o^O`>Y39O<V*jI{LZC#1W*rtGtV2_oy=c8~Y6!#`17<9^U
zKA}d5VDFDvEECDA1grr})~WL=_^m1)+0$gG367;z<~0E0>*kXIA3Ta~1Pesq?S7q$
zYGJ!0ax>$^f+$%wyr|7n-;))oUOR5o!&U)M-e2}+(KpE%!99r`SEYvQ7Yt^XrsyDT
zF73)yyUxr*9~+b6EGszuec+g568+eJj`L|%!FWCxnVcS>W^RmGR!bRcRq{FsME$RT
zbkkdSUJS!b=^nvc_xbTR7eX&Dsij=wgQ~tbH_u;&$M^UQH8Z5g%#F3N?b^AQ@v@BZ
z8Txc%B7b`fJEjxZ)ndWGrz+4%4E-dusCPg_BI|bA&p1HOe2`blDK}!#yXp5q!)AyO
zEymKV7xW)-Nyt&x(3+joeNU*HIq|LFXe+e^tEWD+poy;1W?jK-&d-B<;#ZOfSi_FX
z3|oeT7jzuAq(saQ^Ga^3MVq?O;6OY|0)X({FVgrZyh)eO)aQ~f6%@<z<dgdYf=yX1
zq?t7f@CSB?1o(i&q9bQ9jq<%BN00W8wuQ$e{%_}26+||XW&k=uz&mW>FB~e1c;;6=
z8awjeb#l}9RH;+}#u5%2(~GmLD25i5Yoz~Ue4{VQTuKiN|4P<<KBA4??&7u6`2eba
ztW?@UV{ylWR4+`zza~0|nSd}+X7at7wE^XH8`~v{k4(GA&zMXfnVFX~XDjL`4Pqz4
zGMgrCZye&j{*>`#XkBN?GnE4BMlo$p*T&j|C-*6nGDO@)Z9AkXIXvTABw%{bn@K6y
z$6%WA-?sEC6D#!4)jY}vvmCFNq-b2AY-5as!2;eoaKq%MES~ENP2#S%(!$^`TAKbF
z@p1DMMQ^#Q<6yiiJRFVxHzDTtKtB$I6o|=F&->@Nui>V+@1-3>1Xww|C8S+azMrRL
zlC@e@zt9$2Yu-sT)1dKn)3;4755Z2yt@u`_7nr6$$=d@d^_KTH?x;HMFdsHv8Q#p(
zlQPV|b>50s_f@Qw?55Ousio!5(%quFWQjBesLsH4hTV_IYZuB6QPKlxBdX!g(>PK2
z&$RnfD8dyBda;Pj&x8@NrFOgN`N9MKi|)dyQTj7jG4TD^Db7@_x7+11v0jsbvBE<-
z3$$g)b2me8*LRg8BmG^G5{I7>t-L@@6Al!*aA~s3-veE))ZQtM0iVezA{J|^&g)#h
zUdeyEHKInC=h=7c=dYXym3C8#9C60k&fczBb_*>AocU6~tw!IdjKYr1)?{umEE@lm
z*09|BHdvh^0+82Iec)-sQ5=CIV@JaY=Z1}J5UMJV-KFC%87PhsLBaTWINxgx1>K2U
zLqT&!%zD}mgMm90UC41(VF$B$&0}!XXAj~!hzFT7ep#7{7Nvc81)u7x$G|LwyJ44{
z!9#6X^O|z#L}LJqEk7NH%b$i3!N?7s$?06e@$*!O29`lg^4lNWk&6U?=w<z{ny0zp
ziQ94#hoDsDo-W(W8}~YGwY782J0_~=F`zDbps)V4upr0ll?2aW)nYVCzF5p5i=6IA
zTllofWCW~Pu8e;@8?DBeLN>Ur^8&=&oqTNq&~F&~74X5J_@AaCAnG;{RARo!utDu;
zR*sX#RUN}dV6>;X_$i~B=(t$~@PmcE&_p{eSNc9#Y%EWcl1Xhu%d?jaXrJT+;U9`D
zn&2L=0U@)-psfv(mtXYjIdL-Uy5@YKw6%3W?=mS{fN_OQa;$ysitrBce_AU}QnDOs
z-4%FrmN*8q6*LanjbzCyf3~2NH5Z<oE||K4{SOfR@0H+}poZkBusgS^qBn+`7SZDb
z4-5Lf)3{8rcswA-v7A{jETC@aL7PpQjT+8ml);9k$mXYorDc0g7*Mtn4SrP_0dcF7
zO7akGJO<rJ#?!?W<*4Ao1I!Hc`cIN8?Wh>E;z+Yh4+^h}ia~*9{@ka~f+pt#^f6!u
zWZo@tB#hw|@V;4IiA4m#i9t~?2-84LA$P>^jV@+jDLho0wKMP!=I{Zp#Dw<QXSBYu
zRSOA!n)VHD5Mcno*wwr33?qE{zw0;_l*esUa@uJAZaR~Tt3kjAGWM#jWk{dh!^|5T
zNFtj*j0n3KJ$rIxuK5Y*2?&m&;79TCPUUMHN)PS?)FU~zz-JZqe2=`H_IQh;Z8Lrq
z;?C7(ec$J;;RKdNAui5*)XCBr+bns3-$`cB{;aZ32TNmf$=1?IDsA>MAq@=IQi{g&
zBx;t4m)h~1MA4hBqOF$BP_u-B1!l~$oqQ6femtPhN1~#258xDyH9wwF^=VB4?yaTx
zfJC!AP$I?EQ6!s?{bS&F4u1Lfzw1V#$+9q8YFLLwNwExo87|F>PJN*jfFcqx7FVYQ
zTEPcFL-V;&=0Ulaa1-=bTr*F5(8gz#on___(qRv`xysz>Cz5xq<xv5^yP)DO2M5)7
zc%j&Fii1f3J*Q4q5>S)wL4W$)vBS!pmie6?!tYD$FUCHB<x8u~%B1x99U>MRVC7v+
zXyfzqPdA;PK_45TYz=f<NT^ZxIltT=5D*akeJ_}eqtjUVI>Bbt&Tj`HSI&iRvX(&m
zOcv}d*)(s_-*@ukuE}3Hm$3Jyms4A^RNAoCOV%$AsmSjb?*$7?b811qva<KBZd-LK
zX#k4JFiTRDGt>OKqY^AZZ~>`saYkpC>W}*$4<!k(H-6>bDEO7TKN)1fiLilVjj_;I
z?BmSWiYma1%#eRV=sMPzrzyemX`APOBb_C*>_`y|13fumFYZ`m6r~l4V11Th1pmFL
zRi*z|{HXj%@N-hbm@(QB;G?LC^m;5e{ccE?MU3nY4H#x_bh=GO6_<bRk-bdaSKR;Q
zMzqf`sH?H!SeuhcVFoDdXs*S0tOb3AYK~2kyP|fZl@eb1(=kwYbTt4HCR_3tz~J)$
zfYzEN=j)S`<0U?DV$Ggd@U7T__Sd^#I=8|2dPGoSZ}GDZtYHgKmbR;SYKc7dL6a><
zSnG+AE2sAs{l+NO20)`x+dCQ%^y7viB)i8Av|40c(8tK2(Ej2#6bsSmpw|+e?pyta
zntt3>1bO=Luv1i~W~syLA`BCDAjIB@LP~G?wk81O@VTpeB!@D$$-tN{&;o-QEAape
zwP}5YWJ~0?WE(nu(Nc?rR*s*8-C^T=<E?G>V1jG?T%UD#(njCbt%(=dH4q*7KXJh(
zl^}QiGS9I|Mxu6b^}FFWZ}h_<*It&in#RgK-#Emy56(q^HcfyI?HMX?$1uG#I#?Z?
z#L#B^@Y}5bwL1xY>u9%YdQ^IfgQNCORaE_Y`#DxS79nDTBbvCTgB~0nUYx%{a;XDd
zy<Ke5jm8$BXXdTu6CJ^^n*>gHKp=Gk4Ife?^V2^Sd#;<j-z#8MF_+2j6uOvRja3xG
zxHzD!)?ihTwW1m}9<Z7|&hflhUDL|uNnk)m*(%KbM!W%`UeJKSE?G~#@bh;6{(0zj
z98_<lI9SZ9lFe*nquOX#mKZ$J3(9#2;UJ{`;9Xd<p?E{enK1;QFX)Klk{SWNLW=#?
z^T-99=lHN8g|Y(SKDBJ$`yV}BEGM2M=QoXGB|Nhllb~G|l$TukULtNOI&^6dScvb4
zu1Y2+deiM{dg2<Nf&*rl#s(zwywRQXd*eo9-(CNSbAcHJHI}ROJ<JJkC4mY2F3$(A
zKT;!nz5VrmFD~4<^>kzq)4MT31)Sq`K@Gd~qh4*O!yN6XQvCp6pH~Fm5IYttg#!n%
zA<D2`J|@>9^{`AMSs$3Y>QruXYpBr-6(1hj*qb(OMQ7)ND^2YLAtC^t;@Dig^+RR~
zOIayjaqPvAVzH7U*kC^F#GVsYBQBvit@l5Y61qLoD)3a(PN`$hl|xDTG>1Uo43{zr
zt^o5By9?#VdkcP`hx7+K;Xv}SUt;B2rN26g_i9YlRF*z%>+an#);l3h1;lcm+32ub
z>SW4jw%uK9w>?nHbv{3{73`ew)uXI%mM3`%E(N3Vd##+rF6jhm*2j6XJU$^pMtTpw
zX!GOwwae(tI%p>>cRT2Al+TiGx7a$|>G1@1)bV}oM3o19QH@y+i@RGtTra`={LIOv
zP?n>R)|PQNqoVf?ro4uww9J9nf_MwLhQF|N^zbq!ClTmHhAe-)RTSDN)|T7FTs=>r
zFQS2{?^^Rf{xRlfeoNBoF=w&Ok*(z)>w>?B$dOi$!qevg`%vho7-K(o2sr@M4*B}T
ze6X}ABAOhbgf8SgJd0Y}d1(iN+^{m!5dTQP2Yr+(1PL1(^X&wi$`(Wjl*)@LFhg;d
z;1XPR?3m~#8*&sOv;P6tpejp4gNV!cutxd52d{{~OJs@8lwEK=EU65ly~Q1`{Q^`u
zK<vc|9afQSOwX8<ijx$@j7RZpybd><6gPvIbKJ!(oCIOHhJYmO1O@TGXbX+prv=i?
zYd2t0Gr*p=m}>(^i$=lry0({(3+TC$Hp1A!ew>JQSJ-d<c<NhFMlyT6f!{CNoL}>a
z8K0(3)A;Q=|GBL5Y7Gwj0ih7n{&ecy_}11#iwo&I^pCDiwRb~~fw82R56~QTCjG|D
z^EaAz9KD8oMF=@dA26phE}bwbF(}_EMSjC<=p<gcKZZoi*aZ1Rph|;nxw7M_SUxVt
zNmJAK`qEVLs7c(7;}9}wjVOG-mo>MF)6sEbNFF5X#=GConcL%ft78Eo=_LxlS9QHG
z+qO?B-XKDGO6(I^p#zGO{`~xRMMd}lW0_RsA~@-hd9R`!x^}&Q<jL(t12Y|g(AQ+!
zKJO{~0dI3Kbbw#PAz`K?ux_DdCIM=7Nw>_4fC=Yx?<p&RSY{rGq)8i#t!=myUplIc
zmNH=2VlPIvCFW~NhuKcV5Hz+@Si8?0_r;EQOqdtf<bjF5N<DLm!}Qtuz!;zbU$Rsz
z3+_9^8Ebot&-fIG7;&xNQy49_s|Yu*f?^ghtqK&Rw3vnKs_j<-7ksmCLs=9YzqEM?
z{NI@tx5x5otYoV=(DzE$O=s^<uq<`zK<Y62@47(1vP@5G=-OWt4cH`G$MtUR)$4Gl
z{#^I(dc}4BuDiJL)p~_C4%j(EVt%Y!GHks&w*X3GkJCCW!7!w?h;zYpms8U1><=*b
z@h_Ob^+9KX$%G4|@4A_GChKavYwr|rPrV#~6oTgr?OLy-oS1|e^u#F(u=%s9<#uJ#
z6BC-|l)u{i3c!$n;}=JKV|U59BXWp(o&G4^f`4<}7Z4YGVQxV@Xjad=Wj-l!K7_sh
zsdoT)%w8w>M;Q>q@p{F-87XywJ}bsw*<RYmu>)~Xlj^R+GKIQFR-S2Lqsyz`DWpHC
z`VBh|_O~x=c%{Z|2k;0S>>mBYDcVmnTcN#}T{Eu#yyr=np93Fngo-?WqTm<6hPbI{
z^Ure8o+V1HlCseMlbOe8uHJl)yrAFd9DG9$xzN`HOs#Bh?Xu&gszp8X{_vT@3|}_f
zCrR-uHOq*_fm;IPHu5S8CXd}KkY_Q=T0lch9>$ABF78$~%q_ymEK=dD;hs1m@J|gG
zX>mlut(ZU-89<kBsy-Hj`Z>Xw-<rKDX|kj|tmu9i3y?;(JbGh%)x^DmmC)HjJB?Zi
zm_94!0gVA(zur+c8^CGfP#9c#rqP-M^6y;>d9DJAQXK_`t$$^;$mlH@;@}|;&;{>1
z;ABr0p_wB0vj%V82D&~b>hZlT@YDtwi$GAwYRAx5!Om4#iq-SmtH!lIXDVU|WaWaS
zBSSY#s9?wi30jG6?i^dvpMDQ46>o)d4qNKZ!LqK1*?ir1fB2L?4g}HR1X%yhcbVEh
zySr~IdyIszqg@swpKJNC24;>MPa4yOveIzCp+$zw)3)hosMkfPQ9h+N&nA{7R%)P%
zL>dcFIXt+1kKP>~6z-zIVSHZ*9z}(#{3_0s1)1d&^QLzI<ja$O@}`WV1UvK^pRw&K
zY>#<P<pDpmZEp2JE=6hSVH3%>7ZX=YQ+%gH!7OmuA>rC$)8xn2wr|=5tq!y0tc6&^
z->!lbba@$l;C;%5R<<V5de~cc)Fj&5d}$K2Ok;r{os0lYXJ^7#>+=nD)SXMID{a-I
zmfKf5n|hAKE!ZaP$V^<*@;1OLP$Uq`{P3UAfEKkYF89_n1p<Z8N-(+(RM^hyRQVL7
zp5&G=7*!YPx{X01jrY$4q)djk#Yr{001TJTNRR`0jUmGTENrh)CaTkLq2FBak;K0e
zY2IR>v8S*HoZJwlHF2+Nmu)vvOgVZCt$$R&;t#AGI^PqQxp+0&=a?R-QvU`l6o0NQ
zE9=u)Aiol%6p`f;$g_`9i;)%Rt-cy^e@Pn%!Hi<X@jjQhv@L)d$jBaB=4tHonJ<Q7
z^&qVl^SLz5ixX&;Nk>{TtgnNDv|vYK{FOQ16S}0{;cbWU2#0=_-S1wYGdO5mfP#%^
z66b*LG=pQekWZ+P>|EcIrCH4Rhqg4;p=7FSl8n?BmU^9Z0x_C3dvV}gqHil9eO{yt
z^13e|`1aI%nKB>tPu`68{d4jY75s{ecqak<MFK{X(>Enkea7mRz^3X5{qLEI+L^Mr
z0rt}lLfk^x!z{R58J+?zJXu#y($`A@YlLA-e~s0y+Pq5kPK_nLBxMSE5OjACw|dN@
zgEuE*hB?8)PrPqj&k9|!aL8j&nbsV-5R8PFYo_;-2UYX9s_*a7v=I#;5XJaab%``Q
zjcFZ=><77|xR_SPc$mOrv&7E^F%#A{w@F{6**rD!bDZ7hLoKg}XF?KyFDCNu^P+tI
z8;*d_c*I6MHsT(z?YtQ$fbvh&)}LvVL<T4A{K3V>wZI0e3TlODeZ!+1_Xre+@qB(o
zY)QLQSXu$(=~lsRU3~Rs%v6=7D)eMgc8vAH#UAxIfTySnH1OU(MQuAn=1P80x5(O#
zK%lIgn2JW<A9EZ$)1{TK#9i5;WQuMYGFodFc_u~gyjP|*1><g_w-JoM;y4cra{4vO
zHYNaaPYMRTVg|q%y<-*W0&G~!os40P<742dRXVtSfxj{>e-Sg&@alQp0C0<F*8`b#
zDcTV`Hwi>ERANoxr?%vO%keMZZ>Wfs;FH6tBW0<BN~U1x7KqijJJJq;%a4kv(k+lC
zx{7boB|JJFgoOjPRv&$<O(n)-t?nlH6PGySJ%+M^4v!)N0I%esLjUbQj+LXrh|t@>
zRJYIzJ^M+<!UYxS086m=-XK*W{JjU>|AZMjfP8_$ay;myzkSTwY|+pA3<693n9$j}
zRg8^NPtKElISNRc;H9!U_A}PbMeuzV``d=&0daQJ0hI{qhaQ85qeuOZ_`*uUU<C~Y
z?m2+0fg(w4^_6IkUzishz1n_D9~WTD%i<FzK?3oNnfevrJ{=xLl+6$Zn-+1T?+yFE
z!5R8kegMF{W=g(E3vz0q8NVGEDi1#j5dZ5^#>B;R8+-o&`NG0nO--xIdmmo9H=!b4
zbHw64B7hWv1{GG#!HGZgNZ{94@cL65YM3kc>C&ZBI|<CS`RunF0;ESF@!}(O(b~VS
zaVFF2SO=iyO>}kzz(sh`RS=Tv*D3iy%l)wM?WP^T&_f=881r>8ok6Ct(73@mF3EP}
zjFX6VbLnA$H~78gEq<YZD9+RRm@b9B86^{zZ%U!Bpe@irJSX%?bMjhM3ehbXks9<)
z(JSdyj}aQOQy_wE$OL9;=cw+RKpBsSl~{}MLPl*6uv>H86}V#r?lBSTrT`!Fys6-f
zWsxEXLpgaK*?T)1PQP)Xh_8Li_u4Vd*A=`J#<UM=_bz;h_0T1)j;91uqtNH~%_Sp%
zxF1u_885CAFQ;8;p7l`beJk<*xuPW^OQ*mTr{kdkR~ua|jLK<k7pFbJ3oOtHcJe>0
zXcvUDADL@pYtKdKXe8?T(wjEYxNXn<M729G##+{#<=tR(DqIDW`OYd3*zp)@iMG<R
z?5XMHH7TdpA<3I$r=lsh6f#YD<T;?Q4lqajwipYmlw=;rV)sFkoU$wRKB<7Dptp@^
zJ*!Zi3>j10-ha6R$SL|}GQry<>%lTWw{g*ilmFw|WnfbSnw0?KVw8m*Mh)d2NPd3E
zpr9rl$qMO&g8^StBn3mSciq~uwjlLcL%3`1_ldE0%J3q0Ro|79{g~jcyDr>WGh`D%
zuZOJARCK1T|2hMiRHMDdmc7rfu%>*%?CNbw69!)dvc*e-*j2!ba1Z$8TvHFDoJ!{1
zfKB4&%S-@V09z{9VTj*Wp0e-4<n3{B${L8E0$~JPjkZV$RFVvF#dIeA_4d%V=*jL;
zKtx3cLS2oou4Mj@NfoYN97(X)JBThOQHc@UwJlkVon?`g`jZqVP#$_owQ5)8TwG_V
z4=yC$Q-Nl8z@$a6#jz?l`e}MR88ctndB<;1d7%$Zxt1}_A;#hV98X!m&V8UgsK_Hs
zoqivfT}xHzQ32IJVFtk1_oeaB#v!*s2~DiJX9EpXo__h8XJJ{+c=9I?2PlHvFRn8k
z<Dq)#fYktj>p_^!*oCPnY&3bN5Rl`jXdT*aVX({375T*A)Q6n{wjq6h&<^8rUoGB=
z=_9TePH^&Z3B2z|&2-A5bt>zgdYf;-9+wx0Bj5>w^<HL~rhlZPPXXiO;2Ahz(W(Wn
z=?zLwfC#3rQ5Y3z+D_L(qAn*dMVi28EeRA`9ymMFrKNe#uNQzW$9jo7h%?l~RUBqL
zWvdfQNdDVdt-C}ewjG?(q$Y{S*;564wF1JQVNc&Fg%A^hKJbBhRXDRW3M?*s@Mmso
zAi9tFMAGGms{ZLS7jNI?FVb$7(xa5cU?OBe`eXi?LUq_w^m4xuwyrNfWTle1)AIyj
z6Q%@GWyQz{hPJItmM4F>8(0Qp+9^O+`_r6m(?^3l&@n6tC615#)ujxiK3)HLyJVB4
zkX$D?VJ}VJsfdD_Z1EQhm~#OMpUbETaUP`tv%-CRC<nkK@vBc}jH?BSclgQH`OGY1
zy~O~afz@Pv*8a`>s_$3wVbI7VD+~qt;(odG*KZ=o#BBt!BY0&ofLB0=&t*_9;oOl`
zW0Rt;TNUuvjw<ERf6GkC&3vH-z5T6;ND&htVnNJH3nq3;Z3SsW?J`c45~^G6Df5aS
zP_Za}U=%L(%SgY6c?9M&rRjXbIZJEyvH)iS(0u_0ti|P>oA<O`LVS->uQQ0JmXk&l
z|Kg4|A?G{ixszY~#8f9h2oGL690iP|d`2EdLHQo=Vaf=G^4`poUHCoFE!JBM6FN-9
z@z%H6bG7Z3sPUtQKJr4mIey1n&v8#4HZJ2Eq##GUhvFEJq-^`zq0P?<GJX^PmeNWV
zw9Xa$TqtHeQ`(Q?y78(+d5UWTEo`o;yLBw-nrpHO`4RF#>4mRXpmL{{_I(#<M%P<o
zzDZ0w=p{tePYx2`ZXdZp9Xr>uRIt>!%EfMzn7Q)}r4JZzpwql`kaSb-6NCA{^R8qA
zP&gW6J_l-tWzRav;X!4Gd^h^=q)qCrqgzSmccCy@`3*z3-1re?eaF>Va>i|15%#Nw
zx}aT%QE$?PnpsI$`00wsNmyDLpD%@mQT?4w?{uI!o)M*%yorMiyUs<Q7)kNgWx=nF
z6_C<Y;&Rb|%}sk>t>&`#^AAbp|0V(-RuVOvls0D&mPr$TVF`|b6e+?!raL#j$?CY^
z+MOeshYo=C*_qvPIXv>{BHqA&e<&@!FqN9(@pi7m%r8Z|vWGW96KV`Se^y`Asa6_=
zy$`aJdPb_IRq{kY$6I=2b7hE<-uraTtL0;`t`PBVuA7VZ*wF6+F$WM6bXecT+uTwq
z9o+=dPJ>c}9tFL#dr25gD2c)#V!+~2*B}mX)t#Bo_@^(^i*+<15A0SKuOMt~>jv{*
zv^u$!H)8f;$H|e;CU}|vV&z|;Rc~nWNdP+u{UZ;<-wJ)j*SF*sc|H@PDIzh*i;?-5
zHyS6hcZ%NL3$muxQG%tb>=$@U`dPObW=M@ZmFGmU55$hTW~wnyz(Gd--(_f*-|^Fv
zeJY|st>8SB9Q5Sqyj{m5ogD`^oOz`3_AeibczGT8%iO7*|NkGC*Y6&G`zNrCo&F;+
z&H&1e^%37*UXP3mD3b<*xZ}6(PBjSCfW?=tv%3I%-ydyWCuH+!O9wn{YyJ`1B>wET
zpVeHY7N`LEJW|3Q*4CY5DF#Pt#EWk&uNTRPF9n9%FQH!Kj1^QQN%Y=+U{9W+l~dsI
z3g<O-wE*rNKPa~Rm{z>v#p8g^X;r`cD}8CIe!;gb<w`YvzFD77gaIB(1(gK=OddeV
zswaVUtm_X(y`}XKUw@djtw9PCJtkVgPSPRn6ZHpFY&!Akl1=<4$8TtwM;RmnPhqR0
zka@#*7jh0>zcTfhd~mQjK6OCg;$KBGz=KhLkT~CcUCA;#F^kwHxk72=qM1X0K4jS&
zZ9{EIO)sm{(qGf4S3i>>vTXMDG4FEFXUE-oCo@3B(gEKA8#I_6#<+b*hGim|(F>E&
zrM|~59)($o%`h9rfIffW&&nDsyUQs;p=2uNxY?gvLbt%IU@R3~2lR!`w%i~GOUTmK
zItRTM(bk;z?UNmyFovjuWR(F*v{O6-Ggx_V3@)MP&+RKF`}8~dBns8rC(rY$Q$h_k
zik(}f)lt!+l1;3}r>SPniZZ`8>13qbbWiulWBYj0YN*&jz(9lDx&MHytyH!8d>8@M
z*#C#1IGzfFiR$&hSWmKY^_*a-^~in6OEyrQUtX`$1B^y|!TKszGwYqx&(dyPqpDal
zIE~$XIrCmQx29ms8~R>zd`V?@at_PgLeQ%aX9m`AfYeG)L3klrl=d4aXWrr<pR(sy
zG|Vl;hRrHsEs&GP`tYepsL3T<C#G4OWJ)XcdAzdlpv?%H?_-5dg^!04<3s_Du;e9)
zNsWwrC5WUc2yMaaK}?!~y~x+6l=?TZ>@mcihbQ)IxB9;F#h><K2-yMpP{)>{Qf3ib
zzHQ6w{Xl7f#Z4%I0Q_<B9dpVTte6rbvBB^3+^O&tCUPJn+)$FRo1z8)2+-lQ`tpF<
z#Hk$74Cf^9>}aQc`DhZcMui3*WgLcb-vt^&VTB2<@`-}^e}u6XiLn74RnwhQAi2y=
zXY4)#dCtY1RTk}5as+aCT#VFhVVnMWlKG^eAs{bGZh*n4STegMtxx9AFs#qv7mZpv
zfG=a@)~o{}bm0ykx-pZ*$AdUVnaaL95qu&vvL4z3EB<aqJ@sRi&B;jp2M3q|dXnt{
zqPczQ;YIq@7L3(|Z2w75Jtm(3n|f<t17lHAZFs^wqzrY4hkG$nQnjRzkcjtoPye7v
z>+A7QdD)+qDJfgin0iq1!nlu1bsu5=JsZ%&^$NOI+NIo~Nu+70aU~2qtXXk0>$y7)
z%D=!5*fHyZ2NmRlP5VWFx+{&33~PPgX8cud-;z&6T0u$lUhmGSltyScukYZ*CuZI<
z2zyV0oRvs=mgV6W&8m{B=tIPn9+jKBN#BNPvdpa89j-tRa^elmC&26omH@ba?(E?=
zGYZIhAV_;$m{0KW8vR?>GvNZz)mJi=6hnL<QTny};IA(7mcZ<<<XvB&$3v*(@7ylg
zTajp%SII9v^cmD|7XWf}YL!?1BHX|95b=CfAt<5o+LG!gf?VzkFl+APFM&9l>(g$K
z)=$~Bz-K$oh<6A?6duE_A@v32C9HCr_OELLb<2`sR8(oU`$(>>_>8<Mx>2n%bP@Up
z1O5udg!30|vg{B<P`E!jLbQemquXxv)CL$B#g~e5wdT<PMu$|pwRi?kkcnNCN@c&G
z`p?SbuC49+eEJG*HD(gL6<fn5a$?v+@$=VIZ`~Uk%Ul^Jqa;^>mOpLO^_ljd;f3;G
z0t_A3&VQR}(<quyyf8Iv`<?xaymu*{7A5<=Opj}?GP5m%Ip&v-(rNRUym)U~3N<NB
zIzNfmgXXdXaxUbbWfXV0KpUnd0LNILiJos=-!4T~)3H2Ep3an|{69kM*i*1iu-{c~
z+Q7RKJQ!lg$bI4Sm!Rx;GU>%^oA1wYpwgCe+u%cjK`U$31gT>1%7g1<J6%pz)0q*|
zyQku9*Bby?ZV4WYVnkZOM((txDj0EWu0MmKUo;II6AP*eqqN@QqOcPmUR^n7netEV
zA5i1r1-OmIodKHDotOWQrZ<m=dVk-?b?O|g9BCI**(%8?TUlo6P-98cCdyVxNRlnP
z*QriP#e@(tQz2O*OGGlsGRZQw$U0faJ{z;o>-=u-&+q$B^$6p&Jn!wgulu^gv$enb
zgJFEFG$}rsPmch7*(qaT^s&R--&^m35T8ok=9DZigP=I*=v1{gT6UaO@3;jc&AF3P
zZyEz5)Nr_g*s3QdRj6(o{c9HJ53mYVAK~0JOgBvQ*KaDvO)5&$7^Qf6_2(1vpXFzo
zN9(FDkT&PI%%Ex{<GJ&AG30CUP;01P9rjGO;U3}99{eY>varf>Luf%U-=NQ!(zqRo
zoc}buyguiY*tIrPJvQ3i$JO=vQ>tv^S_LRpq44P)svLy_eQME0)+)?rA?KHLR0>S{
zi|cQ1YJ?rEp)wzzHXhk*Lgr2WW<y$#F@o5|Y5hl4tcRKAX+kY6n*cLt1o6l}@*48O
zU(c2~b-;%v{n@r6(j4KAu9HzxL?cGPQ&0XzhMF9kb7a#_xa2C1!tUSd0SZ6Cu3eEp
zY1|e8!^!SPFkqvbKvtTpAh8gnWf5|#JWDJ(Z_cSOuSTy97prUt0<OCnS#nG!(pO^F
zt!TsYCZ)X*>IUCyApE92NQtW+SqGJpaHsiQo-7F$Z}ZgY2)okA?vG1z(op47rbT)`
zP1Iq#``5A}N^(~JjnrTbfD^@7L=x?MOt!i8Ek;*R?m!RR?#a+diiWc6f0Fw>R`cVB
zLvDr)bnbHU^rtSb3TuZ%9=|*6kETtLdwWb2^Qdq88hOv>DLqFu2jCTs?9Dy?jrnyX
z&Ak)E*^{A+S??eeodaDINmMDBNp%i18;o(tpzGO$uBsjr&lp6%6%riVbqt$Inx%tR
z+s=klU;mvjbZlwyY>4A^J7DIxH>bv=_atj9#A&(ZJZ`Iy%i9G~LeXcN&7(Ca1XX?<
z%HBP3AWjYIG+s#F{xEJfCq444h59L>%P4i0`bu)_@u?okUr#4VCP+G?SDX&-U<wvz
z!^sToPTD(Rd&@(@Y?sK6;FbyUP9=<NN;F7>d^#Fxk1FdZRD@&q6b#a~{H&nFsDHc*
z7!{L&dk)()mP-I-lvdWi)Z3ZnmhW2?JptU)rw1pxM>z$W35*07o~@Jtu+KZoAtbKR
zNDWzNk(9sdsJP#HlhzO#n-`*9aOcg?^@~vwZs`L{n2%lEr`NgW1x2DoR~T|~CKMda
zztD(Qd#aTs@I9A!O|O$4_#Zc+%e$sdTa0#HgAiR1J)Vic%E=EedK>jZ84s`<f{*P}
zBcJ&c&}EpB$q7kpTuium_GJ}||8Q14K4Q6j*Q*#@mr$N#iSIUhR`^mtt9O=9p7Wow
z%&{PH2$+=ZbR0d;Hchvv&ptf(o^4e*C<@FXI8jqMRMgDM-g6)A7pZJ%Ow)xL&m8rZ
z5iFl5FhDx3hDh7flpmyxn5ViF<44|};jEA@+%oYyn=}9W6RF+EUJue0Y>~d?Cdn`4
zRwG|gpoO_+OI%J7NJrLLMVQ%iUP{6FGio(5Nf#0NDsKDiS8AFdmo}13)T3j?b&8G+
z5Tw1eF|$v*Gzg`KkOx?m(kk?4o9d^ssJcxB;?a0UsN)T>Sf$Krcy1j*$wiR%#WSnV
z#j}wYmWL~=;$b)~OWc(YGQ27(=9kx;bpxz_U$bQvDb4ttdbn`ketNT|0=N`FFfYE1
z(mb%xP?RAsuHB@vqw7Y%WI#VsDnuPIpQIw>cdM>O-7&(pY2E3{Hz`4`p$XD5J?@V3
zfFWg6Vyxx1{2a|ep!AZObv?DAXe94kr>jjgqfrd3h?lX~i?J`?ryaMv!OVBk=wPIw
zSb!Xoe4OHs|K<M11GEuYkqN#9!FQ)R33q!9Yl?BBu=?<awZ%YB{=R^olA?q&Acpc|
zuDbsXO>=%{TswajRv)Ky|D|uSNL%H6y~MNHtvi?OaSwIcKm69iLx>rklM-v>pV0p_
zfnCQdZ<rX4>d@_7kfze;&r3rb^;g=9apwE>Ex0>;n?2KOGKOE$-|(5Y+n#Ixts=|w
zB9YfJ{)6LFZgJ_sR=$LTC@l?eu@L&k$Az#lZ*BPg>i2A&Sp63Nx?3}wL<=-S-ab$D
z*Z9u{yDW=~8TzKR$cM=A$baPf{?Vdbm!Tn)Bfo`&slk-(YF>)|XfQ@ua;#gQxGGpg
zKVHgx)v<^qG~eAa7R*?}3KHqh&rL)vj`@w#l8~O10S_E2;S+wsRMI2QA0_$dLg%Y`
zhMRw0!y9w<=mpZNbuY-DxRBZd^)61eP|h~juxN77zRUV~hx`EsL6_Ne#nZBBKzUQ<
zlTUTTdV;U3Ylh?W#fU;lIBc+Wk8^Q(I{q;=@0c(|NHTDXiQNj#0%tsNKp<}$_Lw+3
z<M8bUh+xQT*d&VgE3O?0$Mf!@l;JxjTiG37?Z;SS@;pSi@Ug6*vg;<MZw&}$JTNu0
zX-7>Xk_aCJa+orta}9a_i%G{x(GT60MP{#<7tJm$#^$MixDO$`X(iMx0JySeV(qWh
z&YWxhtjOETMu|FPFEu*+ViI&n;|&WaS1z%e{`cAOG~Nxtlz#s0!chmoZKNrJ4Ot<D
z97()#<^R6Jn6MgcAsu2Zrcb0t<PX_oPaB&|X-^185m5U5Pey^DfPY@!W9nLqDP~43
zWXDEW&lw)b7Cl!B{c9oQ1Zjsz(Ta64F)JiY^}Z?r91vQFE^~5U_S3<Gmm{X_#4#Vq
zw1IwW=qVY}-=}_mB(wWBQ?yH_Iv|pGM1F`2v9n;3%;_+Mgfn27$~PP%O#%V*Xo=LU
zZH3QjA0V2jzWf&JaT-TCqVP4|q}nC<XiiRv+fsvAHd*4-LmA%AGN`z%)*H+law>(;
z_%V18WiYV>>AF3ZPvZp8*D``O8f;O+{hBi{HEe>)q0>iaZoToO_tLl%^XgRCYE3q!
zb+K`el3F<XWiR9^?b25|fqQTfuY=Dr8`aurj8?J+phlMEjTky=`j9CJWQU(ltuoah
zF;UsL#ly!p>E~ukZ_p|iUGA%FW#5mIoOq|AL?sLi{*0XWLeTw`!(Z6jSzH(w`6hl*
zs}*zI5^*Thg^(YODM6luA23OM_e9aFPesa9e{IP?`Yp5;_LV>M{BfJISQy6&&X4I_
z+SN54;XQlv{O~VC!vYJ#VNHhUc*ND~9d%lCuF2t3iJGohh8vp9oBWkJLHNZ{Y_`h1
zWpVu=-jY@5cE2!Mm9*;BM{c<=-b@YQ&nKG4yzawRu?Uir3#J%b>p9LzvWag`oa*G~
z>;nt#5B4pp1^*%$KTAMU%`Uv>g;PIzp6|FI4BXd2JsRS_9d@?!I+@*mYqr1WvrCw;
z^irirbu*qdH$B)ov<F^h6F?F8-P@A7JA3o}@Jd1t=pFc-_x>|6Hr|JhOJbv3H}EO$
zIwQy*9+7`_%<B~@0G%Q+?G0^z!2h7*k{@UDuAP{26p*Rp;!O=zU6EV89>yO}1H3lS
zU5NXoC>1T_jKt%&v)+-HN&ap}bp+dhfT>l7uBUXm5=P@O2e;zpvO>?f*#t^x``>KM
zpv{#M9y;&z_;nW_MN7MCz@|Ls;KUod7&fFpD{tKeGw`tz#iY*J(*p7+|H-xXS%%Hj
z>o1T4xUdY-)rHp|`TF6kurd-YfdXshWL2pkB;!J@yRi`Gl`awIeI{#yaw=fn`>!^W
zHh$wjrmdUgM!aT<x3zj17ead5o*^AMUlMg-lLs4t@s&Tq<=JbjIr}9CvLezUeg2cW
zf-V^MZB2}t+ZSFwLg+Ofjwp)>`6Egt>&-M7p~Z3tgHX{c*mDm2odp79yo+qpvK;q_
zH-cQHbWEsebCBnR%`OcHUtr*0Cdb^bdf9`U!$>v>VqOkh-`puUuGAtIMh(8X(8C>q
zoaIg0B+oH3?4~~>BJ9hbrgcdPeQHKglCrx2oFRf}N-8=mJT@!*pvI#ABUzOzB{hU-
zbOzQz99r)v^wgBz%FBwG03p-$p?^fPKH0Jsf7JgdsL1hBsHsMF5r#~VS?FIxen@w|
zWc=^@p8YrV#7<gAQoX`5dl8caJf;`0czN#U-Dh?Phx!<ftfY*5k3LDLMpl-zI;e~^
zXF@xG`w1f<(5#5rfqlrf`$|y|)E<vrgW1yCf1IZh(EX=FNHj+3-)n~-JcuQ*8loeH
zC(65SmgadiMHso8ljt_k*M|Fa@`A@8i{hMohL%&Ydjz>uXST{KC;}$Zc<a`+8}@(U
z+@MRPL_TgHr<VHkFyX8~K4X&AH?4A@N59F`U=Y_9zmm@QgrcGYa>L(mgj)#WAY1*j
z=B?)`_3sWf22@h#yd{cIPMscS&4gm}{%qS9khjLCm_k#bk*`SsnNAQdESpr>!m5kZ
zrgUrT$GFW={CRI(V{rZuMmx>Xai1ew{fB!b8qxU!5xMpB+S_(GH%j?kp8=};fRxII
z{;<=Ddh!vkHrhy-L(E=ld|EBv*?h>6I4&eFZF}>3v8X1xH@7Eb*rI*mkn>PCO==!J
zVS>@1#aC#qxl`eNIe(@{6q)B4A(!YbOIyp*Owo&$gyDErj9jm<blHdD>wYn}c=RFv
zhC6wP8c4*?zepH?3eYH+8K9wp78F0c$cUM)R$?=1yp3q5+ZbIRm{Gj5Cd^lkj=}_o
zJ_;WreH3l|qGZrS7HESm3IUI!O;(NMd0RJ`bMw{G80ClvICi7y2C{E2v=ma3c*&tR
zx~DiHupaUIw&m{&Y4U9=2Pc0slA)#SmVsuJ{n3lp;_dEmF>{)iM{u)g#!R{EI_|zJ
z8moglOxZmZXUKXRX&R5mQ^q2<bnB-X9~!N$q)@65ibj^9h=%T}CMX<VE3&f94}FvN
zj&52NX}$_bw1z_14K=gw<U~nbNk3LO+z8eeI-{*?teLX}*$igaheO&Kba*FzINr=O
zM@1=CBZ$06Nf{pHMqlbCcMstw$qyuo!?e{?=S3PZ*&znE!c&kT6C%81-pr!WpS5m(
zS<%T76-I+yi(3r9*Urbkd!*iG4*u*%=nCCQ<A*<}q2G(3X$n<~V@I-n?Wus$GN{);
zj_P!apK0O|!YrM)`+eBn`~QmNaN{wXjkaI##Wtb!n-BV4{WOY-+FP2h&mSwoQSgR)
z9;*+LXV31&2g7kpiaxSdd~QiLR>ou!*ZXp1b*HREqAp`OaS@?~$~f^rR(BAV(8z!n
zk(64=;CxFEvba)48N40|D$<G4K!BtwK?>$I(u5C{G3<M7slk8wO?mb#p9t&bpd{r$
zP8WAHX9)~0G;BNq+D2jQb&Kdbl_=MIv&$J%p3+w#Cbv6Ws?x9wQ94szEN-9KTHJwC
zGw~cvKi;RaRbtko(=zeOOE)WPu&$MFu$jP76>@hu_Y%gb9N2q!6;>nlsP*RJ31ZFQ
zn=>}78>#gRa(vRx3T_o`6j*j3HV*mduRx*U)=}3px%VlB0n#-OIK8{Mh*LPN-P+h|
z%zl)+4<1K>rwfj-@879Ch=YhEVPJ2bzoGu`Eg>mlp~o0Y*pJ(fJNRk0oBm&|e6*UI
ztZ@4Lc@vtgz>{^GQMW!g@3g@G<;=E*mRM0DnGB6*h_k=1^}YyYEaW2(yMrJWcW77H
zLffa?La%Uj?@xzp$@|ihyLyGMYOfXCr1y-45VZd%hIZ4_8ONH)+dRMEg(EYCPXRcp
zv&+xp<~?tcfx(zt6=`2}amgw%m*u6m9vqTT1ixS2^_jfqvW^5-9(sgy1@;HDM3s&o
zjyMl%xE|~=iOO-eAz~<O@7Io&vb2fwerq;sf0!B^eYeklv!ZQqc*PEL09#@oFDvrS
z2NXgz%j{UGV=Bk+(P7*;S+WpY>{0(|)6S|`9|4A55Ok7iuIaxYRVHGRC4o;e+k02O
zaR=G88I81vH?<*I6xw)e+&2haUsQ6wXNJBY%4PbC<ZJ261-f+zD>2yp>qXnBhXy{@
zANP$)`<DjZ3ZCRzG>*qDiE6AU9Hp(8AssG{pO)X|(mSmPNrC0gSo7Gj2l^Di<kOnY
zA%z0XMm}l1^i|~A0mth``d!$aEIK`SpNhqhAu0{5-O!ux^)2buFQ5JoCZ^h-iO_<i
z&4SRbw`PKxzXNb6EZ|;0=bPU2|CaZ_67x!BOHb8C_SxE`$h|CVk#~qYt~H?#*N73X
zKU;T_8h1WDMY$!ax2mrC9^}xVoshgcOjnMJ{}7zXQM^iCXpKGfAvR(nW>@^0$<8J*
zaeK5qm#eVRbprR0QbLW=cW^ko&*y`-0ewzK&+s;xl4=TUIj&S>ntY&lbrM#K&G`Bm
zIm!+v$=U2>IDGt2c6VCY+UCI_`Zsz>gn!3Zzo+=izkFi1;gWeu%64OrEcgVEy>nl)
zY?`FRq7&D5(`juJ@2kkn{%>)#wTYcup9W**w11_awZB)(ow^O3k{=5;On;7#5F;2h
z7ccf~y+aeod0`%iREVR*ZGtqA>ilQ|YcqbDe3KA)V+6<-WHP0ls;;B5Pqf1c`^lrg
z><T8@L|{&qiM2^-xD;6?T^b~2It4`h!YY9ydQ{%P<5ec~tEFbOQsW_d+S%!U_jDc7
zBRojLs(2AUeEu*#VpGB=j=!Oy`#&<Y?mrRJmV45#qaCDqA3BA$f;gdmLG!+Vj3=A3
zx5vi9JZl=C1qjH@`hT!-0{xLN!n*6|=AI#3*@Z#P1VcdV0SsD7oQ%#dEF(p|4#wHG
zFEXPcnTulP>+8t(x<CqciGq*_hnLj(_%k`rOLVN*WZwCA8tI^ISo>;-X>lpe@bkUw
z0XX{A&-iL0RU1K$<^x6vd9H0haB^BX+81yIFo!uRUj2(m^{Wf)G(vtSW%AFr^?yO}
z$&!r|wi}#UU|8|-MU}KL_uQY8G$f-+=Q_6`t^qvf991g%u6b3VD>#P%n(sP0Sak`A
zhjTWGbhYE6nvYb7`&r<q#n>Tq`RcsB2fI0#gOi6cqBzQdZO)>kk4CKa+!3<ghf<BJ
z_^eg-PEWQABS#tbndI4R^LgUh8MsILTJJguGD*BmrvFT=Yg3tWNh7}mCH9vqC-)WV
z%h-t%(>1?SbrS^lAspWbzBZzFFFbMPO!&9)6fTxHth0r}RBId5hDLA}wb4a0@XUF9
z@ykqN7FHfsxMH5@sCHEmcG(9zVHjc@9Ztn%+)rpTRrhEPk3Wt9Z&~e58)eU|os$M|
zaL4rq_fpM4o+kk0c{=CLUi}LXV_wiRUHXa9HTQY$jfc}7!VBxRb8=eioS9}iEn|=+
zBk#Svk((uR4s9ugh!P+}?tPCFK|GoDp)>;~6a?XE1(`b|LFjN}cc=OYi*y`JBxwGG
zBL0E~pC}c{yyy9dE7ai39Z`_pa}~xPN1bFWdEU|EaD0GbgdbzNzyYq_y=;l5dSc>#
z{{*8D!jCwC@X;xmq*juPhzU5W*5~pT44pH1a9>0UP!R{SWbnMhSU|v!tdB_f->m?P
zNxVJncF2ZpQ9n^+2!CX=L0H=|U?00qmp{Ew?;C`Bk;Hoox!WBRst_xci8Pf2vrEyP
z5q{!tRTWh|g(@5FuJO=$6Z->q*BDQp16)qVJjZ{WxaVAk2PPc^%|2YvfgQlLEqg^u
zX#o-c$xLoe80>4{A}b<;M7D+E+XdjB-@xf#9O)q!dza+>Zu#A%Cq=Xq*o{4Zca}<3
zei%6PeSKQX?HLX9mCN%c7YvVo4;?egdkxA%KqtC*BR)}YOSJ!bjq-fRBCpb+_E4$Z
zY2Uab&7l&BV*m_X;CaC||9TuTm|OKpH33Co(F}KENPCdp=?UEqkDZSQ`=`CUAQNGv
zf^dZEy1Ij}-+}(Ja=7BsR>>7yshu-BHhM$+QB3~=*l7|kS`+$tb1+Z!;Z^EsWDUHQ
zZ(Lt{_l<tW@{i(e#Ep!gn3;;6M5imkeg#v;%4)bj-(eVB_|eY8TKFiu;{nTUNh&*w
zeneWDkO307Q4pfJeD8;Itwk6cb7B*zav#3*M4U!U=T#z<4wLT-{p$7<XT>|xm4tCr
zN^}0$irb#1C5_yUbmL7aZ@HGbAuD6WxbZCC*7F7@-h-en^R8hk1po2R8%DpcN}1wi
zCJkBcNEuCElFwNTI7d8CeC@7-Q!Ug3O-7%T4i6MDELe_elVtZ^F14ijb;CX(Zj?}y
zu65=^!i6HjAY3<iK%x~h`#e=QJ0KYMh5pc4Rhov~*-r~nqy3WN$GS>?V)zF&B|HMS
ziJyhX(*uaAiVwWWA2B|iflkKOJ$l*J>HDYF2gJjourzc$h-~E6^7<k!#bo`Gauy6B
zlLh5R#rjo#U}Ts-BWNPe3+I*-I|?p!l|F9SI|XO;fz_TnoHvQAjD{r4h7ZIogA&UJ
zKI^1!g5I|k4s+)(4UvtGGx-X@ufmSsNIAg^^ZKUYqT~Ac1+&;gElTRJ)C4@ydfcfj
zRV0_eQ<~IBBXl8MkcgNp0kYHoHlH~J)l6><f+#O8+`iq-KO2#_UqaR$gAy?@#>wW)
zUyCk(9K9TtO${7=Y%JZ+4@F*Ipl&w?7>V0`(6PoJwgQq%lA_*Kg(ecCc9wPW2xvw#
z9y)cdKsI}qv;R~DH~TSGj_zrsUVTS4s>AE?Ieb}sy^1VYNq>NNF+6Lawc>|Q{=#SM
zx(H>R9YP&OI_{nT61@Pw`>oF0hCbU-yqZE*a~f(fYV}ZSOAE=4y-{0#_r67YO>++J
zR@`jCH{FXTW+UY%Q?nnt#n=C$XZJ=lQ7T|*!nWsIEkwkloq;;52<i*Ba}0>a+5P(r
zg-^dtIh{V>Uf_kS4L{62-gK%m;dpARp*fVtbczx@GpjMHdafhe)Owf_E!n#7cKNLc
z3L)%SI=Cwmm`w5csVME%4CfSFNvXIzW;muZyqgONax=oDUNp7FAAKpYV+BQJ6UFDn
zR%Nk41PyC`ydh8^nE6@DuZBKI8(nE)>jq<-Swj{6xs#LPeZTHtt)rl?2%1E`C+|P1
z=nf7WIR?9+nX}i*KBl9VW5_|}CGOFMv+o^gQM{<TJ{ub|Tzon{tg%a952zL&)8`K-
z)-<ta(SChIjY}ftr9#^>O5fe@ME>sO#@A?z@pk*@yC>{ZRJ^nvt~V9Wbk|s?z-05j
zR`RgR>>M`BS4tUeVP*q<aJ=Jc2o6C9$O8nPR-XEB_606(2GM<dutjC-1;il)bG_f5
zx*qT4xmvwA;+raAKjmmv6xw`u9Hn3xjjdHhOaLG6{4C-bF20k#d$OUxlD9dFou+NQ
z%3IxHeTd#N&4eRs#%q9)a)T&-CbRU%vW+s9M>Y;>B8!SbJ(*AYDHM6=oUJP6qhYm6
z&V5<&4Enrn8N?kSW1Wm#GIW786L^Ru@}G6dE(;C+$S+VtmyamSR>J!kxwq2<+&p9c
zpRHpMDsb|^X4Qee{ZB2&(lFwHZ3(Y;0qF$_nb?11=Z;|1(N6k$iTbe4YUJyIJg+ph
z9|o#@7age#ycbMGp7{r-E^!#4%LX%?KUNkITY<VXEZp&lfbAa>LK6BlI#8a*$3T0f
zYQX8_#VSfS^-9d^@L`s}O{E}*UCF5H%TI9W?>!;9-^}NRFe#|L5FFgAp2u~zrZH>4
z)!rpKXl7>V%rr~A+5#-JOMmiqseyJ74n6Gh{A?}eCH+}fYO9{5Dn}6&XPv<|>onVO
zkO4~^Bg?;DN$qR^5e-G?mEUvqEodn_ZpYe?tMYyIe|1OM9QsKWD)1Xs1T)lU38BAR
zX4>KJY_r6;KZgcoXM|@|p2J$ErciO;!Q5DvI_xS|K^1KB=5|_j;bP}&aNWrN66|W)
zvby%y?{sF6d6J5jrp<pcE)(IfXlD}L!K$Yw8=0acBFCjh{0(6~5>?4vn)w9P7%{aF
z-<!J42TUc<rx^S%$YMGx+c<I~@=j7udylRul@35p)1H&K`pJ}bl|Rotfks9oa<ONN
z_cKD?2)<grj<r-Na!WVI?u_-Qsw46fU;Go>U#I&?hzQqb_xUSs3e~s^ry+PjN<5Hz
zt*%j)JpMXz{!!fcwrlk-aGpYgU8hf)G~^^M+J~n;UU9WIiudeTf`H%d8i4nE>U>NM
zqe=}RPtP1%o|JA)Rswf3>@a<CkaFMK+hiu@48!eTXct0+n?Ij-<ZS}Z2D>d-7v0!%
zCx8-l(8;tpRXtU+Zwxsw1~!kHi^;QgZJ4z;J<H>fOuQ!R)E~~}V=gow@POJ{d;bXz
z>$l9h9uIkn+HIhjqvIRCfKW>4`SeSDktKma`lQA(2Ld>qCWJTj=Bx?1c2zED19oY4
zWv47qHr(K5BuE1vynYHfggj;d6=#bBbFcYfABKrHzmJ>G?hPg*?##WD-$yJsxQCS*
zcXB-1Yj~T{+RqTPH+zmtUjc?mW_NSDe(Yl0DUFcpuTAomn0CbXwelDdjJ_co_G@@S
zsu6pwpO01e_1E?#W#vRvHXub)+>F<jn#}bCW_O9>EB~(&Q*X8*s+bNGO#ORDtI9u=
zgk_RCn`7p81pOp`5=US3OZI<T!ZPe1;;fl7wyEeu#WjdLO?~?-|8KLXj9|G9JE|}L
z>}+4y8{s>H5YOL_<+~a9A#mqzbUDWll!ubTuGf+`<#2yG;!-BmHy6Fr2zi0~BiuG8
zSdLatS(ksg<Rc;8W5<6o=3KD1w+N~9A6=bVjDk;<;aln}L3g)jRdiLFU@WSsvNRMV
z<gs74`QhHfO--1n>K$RGSAIwscZWw~AhfwQ=lAWBV{9JQ!fl~Xr&6O#j`A7{w9keK
z$r68N_qw06cPrXFFW!tAvB>Ono}ZxA$)#a?l&Bafk4(L=m%kHZOqZAzh0HDB9;K?h
zC;deXwZGme^zEb9pmo4kh6JX}_U4Vp+cY2O>n!((o9YzgZeU3^$MWbm5uMqGP&slU
zL>+lWCe-##L(A`(ci_tPbrc;UiWK?St2hmSaeLy<XFc~<aUW)`%dT^9SvP~KvI9DU
zbxx*6nALXNi0wQT*U4n|@;g@dC%IwX5c?>9;f{biQ|R(vb{ZYu{^fk+58duR^3IH>
z2@MsxdmSs>r6Dg8Uq);lrfi-0vyY1Di}xmT2Ti_9jn^2H<!$ZfwW~tHnP~EF(1UKR
zoVo6{)xH<V7GJ4oWCGBPGvEB}rX#SgJfjya&A1T<%QebK_s+qB_P^Wc=#?@$zizRx
zVu1eaJ?StDEHl6B9feu3n{OPo#}Bh<5+2C`Eg!K|nXrdgq=yV^w&5lZctZy-KK2xE
z7vkdqo$d8df>PSszi)q%AohoX?d203Uu1OHEG~*ymIw|Uk_vi&U(_BQULp}}(*dE6
zWjs4<iR}eL!`*@}28Q4HZZ3L9l$4M*Lj-F7wml1(b3lYs7OQX{;FmG7prR09P=}5p
zlT7lBd;beA5$%`8)y3u*?odh5-x0-~DCC|SmIiLRz<?kH3qPOqTh-9cjs&UOk4?XQ
z66Bc?grRiXD<LO@Rqk(Ihs4$Ru_5y6y{`Fw79JNZG;$PQfruvKPhY99pf_x$FRVty
zu<m4&+?h{;uR_p^d4c2g5wHG^2nZ(RMea|eUyr++cf@Uyyy4Q18`wdURcmj~Ck<T;
zAzfX?S9!LlSI$F-@E)-rB)*xdc8OZZ^9VosuDYqkDmYx2c~4A6>q8Fpy(koM^fQS~
zxIX{d$So|{e<YeY9xPLGw8^Ph?!_bINy-(%XdG@PyYZOD`}VG(1A*hOexlz=t0EL@
z%0gp$UZj$sa=V^tIdmA-`YrBR5?~mY*v0Y^iqUF}D)ZoVY^xDGbMh<kud)(!>{f(O
zjj$M4mt!P4G8H(EA2IQ97SLG<=9S|88Kc%KeUuHql7d8aFys2p?ND~U-8g#HWavqx
zCdACRmTW5XUOA_6yUL*sk~y*%Z==z;=iKo3rtERl-Dcl(GD4HYSXS>AtQ&~|&%C!I
z-cTHG>AyYFZ3E|e*FyO?daa~+>fFrIXStw?-f~=i^vF6xP$^)9D2J4MXKQ;4k>}m6
z))WS6j`UG(Ap2JhSD^BPpF@5ed_nMOlC&iK-xtGlC`3?j8Vp_k<%|;!$2G8h%a=6$
z*^j4$E16LETA}AAJKGDJdu_Am+*R=w;Vsc1vgrvk7Bj82*EUQZZ$VsqoA#;i(Lz!t
zU?Y2&YrYfWF;ys+_|_8r)I^9MsZP)s>9gPJR7j(V3oAxPig%w6a_JcfLGxbDkd!PK
zU6(9N;lU?=lCJ<d>-uWyI`ZEo<%>ehURGcRTjyJRD?oo$QU<;7!r54L$HuqR5u?Xm
zf=<3dBOe{VGIi1+O&SVmh-CT8DBHN6CVB}X;pVHTtQo<S+R9}dO~o1Dpf;p`A32w5
zaNn$ZpN<NsV*P&Ob>QExKBiKE{>14hN;gjBq`N)Hefma-`vG;bRbTwL+}X5l2|<HN
zv9~3cw$*EG-`<zMSu4bY`>DS&oZbCb=FJrKvLfZ;{=Va49te{oq+G0c@47P=$rj<e
zSow-3k%xX<x{m^?qM~vI!LR{$P;egFbccJmK;3dmdL!^p!B@yzsqr43IHpP~)T`B6
z9X`+5yX?ZAcb@qOBAysDMEbq)(>7JP2~@8;0DQxE&q3F}B;MDe^YFN23e6_re9@&4
z4AsHg&R%dd|LCxmgJ+e+)9eIKqi|TUVnX>yW_JI$>ZbTjVv$sa$Sok7y+ryg_Z!kL
zi{}go`|;%gLIo3=h#?7lrr|-%(0gZSMJX;P^XcxDQBvpsWTd3B6A45?@~;+59cd+6
z+oP{mRwA~FNDao_X44?{^E+Ys?~<F~pt1qi9Brv4yZ?McYGl9*bpjHE^zuo&KVs!a
z3+tSa;h_8BI9FJhQYi7vy?)9w^<2E!_!~ZIw6JITN;_eg_=T<r(tF#Yh*<UD3W?=t
z%jxy<x>ui?d8F}YiQ>f=%lpJjY;0QKWuL6+O1pjuwZg(>cGW~Ukv};4`o&jj9kN9)
zM<QDoj{C&YjMCAkteH;DgB+k&#bP3MMhruKnqrs?_-MaCRQwrCY>33PFZjrKgkE=;
z<{RtG>ubiZ>0bvp+=;Z^AMKeY>+<o#+B#+|8qoxQ*?)ve&}jYI`M+sJSD^y9?PlTh
z*@>;tK2XB`AvlgvfVF!jw*Hq#V_Z-Z%^#%0+CHF+^)Cnc{RVlr3T`+?wl&$2jk&W(
zn|<eRQ5N!swb(CwN*j{`L2<_F_9b8?0e8V$uHUAlJ5XExOhq~Qieq&u>1uZx)X4<i
z-s`77s??0qR(YuW)#=JEjN-p}`BXS%;veD(`9ry5wDP(E?q|a~RKMfh)y{CdY+pc-
zaQ&K6p(=1V5sc)wvXc$k8z<fi{PXqVodkZpW9f?0zmYsd#BfqfZ#)D6YkdUKf_*J5
zS3tyfMoM!Xod&2TL&s^=;M|q{2&aq*cemmGeFd0~c+28BN=et{Fl~d7eJC;-Qcd_p
z-|j0FHB4j=A)4Yq;T@3-1(CYR9GB*;xuYama9r)vmuvK;gOvG{!VLdTU4y+aY4o&W
zT16?1Z!3yiZ3oO1R`C6+w;vLnt9T~;KR-s7NZnRw*mGRdq~U*p`EF3sa2*P^GlL90
z$=?h}C&cj{%=?t`vV-)R_+7~B>*Y{WIH?dX|HW&FXuX%;uPLc&0ovgm$@k8F<rh=~
zQQe<SV}#t6wd4hen*Fi|{FJZM!}!7sr05Yf_%gXOR9-!RQre5;A*2(xi+E#uR$bRi
z2*Nb<@w?AC#66n4RHW?~WF{Xcd9S`(By*59OB_ep?t|PJ^R9wUsUuLQ#sb1ljqi`B
z24nqS=)_-q9>q(bNInA(Qd!0x?WhKFK0(Y?_PmmBZ!HFdZM+hpKc9SW?@|skIX&pn
zw?**AJ_JJePKH{Wa-jW^7WhRvPEvP$c7@M7@P;!wWK`0ANq){@iZY>k5NJlX_tqPW
z8zqHwx()Qz;HKIyy*C{}Xnd(8t?6~ci>$){+i&8~ZDBE~BlXz5XSB3B(#9w$@^IlT
zGLtnH;Qu^@8{A(*ui}`vW`Hw2G#~yQI2*|F@JlS`d&A!rn12S>ciLMwc6hC^KCBkD
zA}Gil8Y8jq?^|bhW|%p%HUE)#XAOAmi3st}nxdQZaLk~q%oT#-GRL=6NM0QCw#3Av
zy50LhH^k@BwuY?B**M8AU&_yXSYnhU3ee%GA#)UZp_W0tk#GBdG8a{<&ptQ{ejVbi
z%JK&m-sqUYZQk2xcqA)4U0z)Ii|&xv%iGLbV@8u)9`z9rbjI3d12vI#eXk=&4p)_S
z@uiLMq@u(dMVl<+c3W}KaxT_RmzH6B5eI$DrbtcJHX9`WdgVk$2_dN0TUN3F>*K3C
zGT;BS?=5T=R6Z)xuzM^aY5^zkez@7jYT_H}>WD|<hSK;gV_Xba?YwPnfO{u*uYVq)
zaO|>xYyP3c2HUZ6_<^3y)OZyLB3k{tZc5R;XrBu{NVT=o7Ok<|QCftQMNmnGvAEKs
zkXVHi9a~9T7bGni(Rp-^+Ix1{YoaD8c@HK*Oy0QzOp;%JZSwM`$ZJiCAPc=I(tw?*
z6B3@9l;!;yu%L?g7k)1)BXA3aT*C|Rz*{E^mGKX-y9H7vb00FS-Ho|wENRq;f1elc
zHb{Z*()<6vOC?3Vo*w=FX9!zBJp;h}Vth!LR&(J~w{S@gGUYN6n9s`%LtVy#fSJl4
zjj?V>Rf!r|xld=`qEg)lWWh&!6k0d1B^v8pTj9OZUmey|goKb9l#E_<Q+j?yK5+1e
zWk+%%z-qZmy!TkUu`V{Z_7fD&as0rX({)<MBHhV?sNv&L`Hq%B*(XIep+qxPCB#=p
zt*ZCWd?!VwG@~5uk3S3|0y>a@F&2F7Z=lFgIu>L0Ot65a0$8Kwa}ZXNei!G<E0}E)
z+AUJzXTz%v_w)9`=_TkUln4rkAJc>nzmgX_KKCTk)>kAi3P|SH59xO4VYW}v_J!?F
zV2C+B`Qw(V9$lujR_t-&{I7U0+v=IkO3JrVKo6zdD#ehJ0Blv8XU9|B31zAjc6tn%
zX_%b?;32=;)^10bYttfANxcajv4Qs4`}?XNGMXmXH^|dt^a;rKlYB1Nl6T&_ZCd+_
zaX--IQ7Yr-CAxgnY(ivKkdK(6jjNbIB0t?KmD_hsz1}0@)yTWhHO4C!yyd0ahJF}?
z`1X`zd@;JVmH8Y>RHgR<R=bLQ4h?AU>pw}lwxkS|F5B#;`0_{KB*u|5nl6EJHa(hO
zr1PwO!$eoSSKeVX_%=9$CZq8a?v^7P#NnqY&@yejLlxAzOSEi`ntV><_hrK=TkLpL
zaxi*=Yww|=$?|4I?LbQVY3^LA5=@&#ko}7PZBcN6#n$)f(UQ&CZ}P72`WljTr?_}c
z@y4Gin(w`~dB=XvoZfamYnv$v;HN`$sY7?p9jG$b>AlrcK0Bh3xE*3!Ir&Uj5Affw
z5z)b0?W8vycv<#shE+GJF4@eA$t3%HyenPoD!td#yX|ixmkH%dPX+$mmG*_K;-ew%
zK5DFxc1aqJUWm>7O4Z2^&N~UBQaV-urfUv?Q$ghu1h`)TXP?`1DT<O~Z5>?e_9`qd
zln$6;X@YgPwl;?G-Z~TdXgsZw=lk5irwZ(bV>3o#j2iH%#@dQv&tD0ArtfvwjRa6M
zbA9ZkqESR4ax<>sd6gk3w$^xizde~$`MH!kAPh2ct)`j-qdjBo{MA4*t0-KZty*V@
zS!Lq;D@<%0vs3dwnWsO>pQonBM-DRxqj1xJ0IlvW8DCChYksj&suSrql&}iw7vA|b
zMI@s4J^jaPRi!OZ#X+#$h8qZF)Lv1#6l@CgNPXIBL1>Gf_qG;&d3l`ZTGp<RAP4$b
zuqIwSC8ZWRS*I+U1~tqZeC+lvy)|2KJ(*K_zL|a@X;AHv#pD`CZ~IJ|Ijg=Ex`k_|
zLeJ9l$1Abl0zEos6OK&rQM`EZ@wG-rXi=>X*8@0Tf1R}zTfa5W-MDJX6M;j3QXB1P
z{x1ZSGpvRTWHiDR-}z3lPBc+4g_~beIf&+FLUH`NOypBfm$mL)X~WeOg@En}N{(76
zYqldnYl(bilgiPG9G-flm+QiBhI7aM+5KLj{n8%F^)H$Dqs6Anzn0@ZbF}6^MrMD4
z^&grq{%#U+Oivs4bUJge*B(5nB>UZsT7q)_QNzDnWhg%9m*|f>6CpQl5_8<xGXoJ`
zHVR+xyH8VPYu4Z%45>LysiQ>jJEjY1Le>1DE&FZf!SzJ9pR7EwB&yVlw?_`zEFT#v
z8i!1O4Q0r#^~%nN_xN^Wp?Yk~?NY|<%xIJRAa(R}sE^2V8{ScVYucG^y2x^-<NhkJ
zG2JMN;Pj~Ys+3xnCy0b_URJ23SQqk6(+ioxjfE~0ixeGDWWo`&RS(^lRG{i6J($J0
z3&^{`&4d|%5e(3pH_*Zos1pTdCcb>!uzm<-t~F2Un~GAzr;)r{Abq(0lfaHjuIe4h
z^AUS`!)e;=fV^Ap(gOvmD_VFIMlmgSwngrY<Qz63c<X`KGLS5Zi@8gji@9UcsEwd2
zpoUTfX{+%i_9a3(LkJ%+GLs?oZ^jjXHs$z*6+k}l|6AE`<TX;*1Kmv~6kmc$T#reu
z2%gHA&3Q8z9NdnrVIRZ&m@z>3BC9FLEL^}H&!!-*IQUwTyhQtBc&YWw;WF^_2RXr$
z|L+^3c)CFOZIS&ExzE9bbaj(FL<?@0*`qN^A=*_j<_#}{WzlIXDAI)nnwAYBjwU!g
z9hq4A>L}@`CR{rV2S{#3tN9E3zIx(*b^~xYqLm>H{EFBuT^r>`mEEEb_b+-Kb}ynk
z7rCNLh-FC59Yok0kb;kdX$TMxk-Xr-Y5K(FH(B}fQs_m0@*<0g2ybJdh%QA=ANWt^
zJkT%DpD~LwV@_<z+Okx0a9pW<OCRwLBFN&OXwA}^@)ZBzy!tjM(qM~97Sdy>PeH#{
z;<~Rpfu*A6wPKY*D5aZ&K=vffCb_x2dPVRRWwL*Bw;Gtl)oirn3{wc60CD{>CxrSq
zl^#R!)JhMvaXl&U{*|^0+cH+AV%7>Pc<JDCia2)aCyl>+$V2?$E>C{E)eH<7{}##V
zVP@aG5r4ew<8Xpp8bnIvH}NJ9uR>aH7v~cDmx~(;4>-<rTezXx2b7{nm&mfNfj-RC
zR8WLGeTYq68-`<!hnJSvJ^$V$l5BQu&q$OWgBx&pJb#w08O`Wsj<Wu^;~FW#q@xLW
z$Kx83<)z;s^OO|_@<TSA-qXMo(VK;i4Bc~slmZf7cI4e3rUw7X5I%@?`ofQ{X!HsR
z+J?u7blA0O2n!cCGnb)+*%17nOiZCZw1Mf<DzdD^Cx1<e{ImORGSV30#GZBkj4r%W
z)>FP_V~l67FiOg~60O&EgscH9vZ445Yf|g)_dN8TU3Ae_gcxGy_#yVKO3*vOO<3ng
zhosI%>vy@cR?md7$_w<O@_Bm1^<2(<qwvhIA@_L8_Rggrxv<gS|7$@~<j(TD7M=Xb
z$%Wrrxo3X3mUS$yM8W%sxQxSRld_Lv_;Ci<wNsU61$65klXK_^Wad?A0zZ+n{a8%0
zcJg9*+(O0ijTO)%nueJT3w<r*pea+eXJqevV&_<sJhIdd_I22M{y@BHSR;n-Ul|Ut
zrzu&D%xnGd)h>ONqt@l&3-)dA)9}I7O}PTRRkz+!`$qj=Khwy^NxrJDl%T7mI_5iI
zlm~vv$)xoac8g>adlw!=->`}6YNg*)qh^Uq3DnfbeN-5E8NktKl}^Og1Hm^=ZoZ)N
zZG4f~n?2kj`X<un6=g6X<G7t1Pmo8C)19*}Dtz%e>oUU_7|wc<a64`yls?O5D_LF8
zWCcCBp>Ge-;Xx(|3Msm$<AEkI;u1Z1rgi@!N?AUEYyyL6Vd;0%wh4^w-<ONYKBZA}
zOYmY{zSiXz@>gOH>YtuXwX4NE4lTInK4Oe{P+8xa945CwGQ11dPEq3bY@e!7>TFS!
zBDKoy_i*ky%7U-chHRBY|6$@fCfy&&iv*2#k^6GVV&lI5Yq#&c76)E~Sh8=Cxi)yY
zSvf1HwrPuZsQ??2jUJ|pIhJ6?yqU^$IkVbAm%i;1T|(|4{4(u=C2f(^GjCguot#}D
zuK$~~k(Hf9vYt-J7FDdT#46MY3HIHCOjYifbOKVH_()Eb1Ygyn&}H^+wzE{64IOU8
zsKm@v(Tcs=Yf}-eXo-yfEwFew05=}*th)Pu+1B?@Q+iL&a_Q$|O!%eu5IU#hlhQ8D
z1c_cdy1n1C55!3han16*`h4bZqP<u#g(s=3FY$;6e&u}@w?^diNV6-@rD))KYU2DG
z)E#vHxKe1i2p;)n`5T04++(NV+2v9Cp#Evp;SumTjee1W6q|vnozv;sGIv$D?3mO+
zVl7>^Q7tt#&wIo=&r7YOtCV)|Fa+duo}D_*@7j|E*qXIA9B`B;SUq-ZMz|<BiqQr$
zIe8Ux83~MD35Gw9<Il9$e`o2&E&OZH<}%sMuI9)8;Ma~*k|*qTMeV^aHJ!gi$_PGT
ziQy!@5@d}aOlo+hw9`i|Ze9_@Spq;XKJUBi<%|J|GNt<_R&g@&gi(C~k!M$0F70o;
z4t{b1mQFE?W^UdxaRF$gM(Y2oHDh#*&3Wq<AF<Qm&RD$IVXznRBS`$`Pq)fijv&jX
zT@(w$HD&Kr`69zkxLJ84`-_^5O0|K-R}-YPgB70D7w*&ww)NNd-7Fl&VFbCd6=+S>
zXBIE-_dy1U_tbcnI|lIHJ{-|4bPKgb2K%(5aN(VzGh4Rz=G?o|ig{<Baw?jAjh3zq
z2N=c8+r`=1%lT0MlaUXgt2la~`fZZr5)wv(V}aotea@581Q>B(@BKRQUx&ec36@)>
zf>LVR?Bz1FDXOue^9BH4HGEiBN_X1;)G}gOh4q@4{nH|AuXJq0)SKyk6B+=0rnq|%
z8%=+i#&0g|D*ZTL>WyA8Gtt@ZDOvLEX2O}fhIq4}Lm$Hr3<Ed&r$gV-;U=#&Q5K3#
z@5^Fw5S@tg;fs~&PcEvp&)?+r(lyiFx1At=B5mCxK1h3w9gmEFL<;xo^_LCyEB}Yp
z-~IUAJU~e`leI8p(-pYrXnYzHI%jv9`z?^TFfGE26&Bt5gf&Wv->2H0^#|kS$_Ywo
zlr;R=GO|HA6f>%!GEJ$d$Vcc|f>!+Cqzn{NP+4eO`2n0T_k+ukn7>=|=KxKf4~ar$
zVL=<Qj)LRppYdpma;T1Ca1E*GxaMKoj=F}8Q;U+j97yW5ua<Vb3u1~nc;}OvT8VaH
zh)YP%+KA9l7q~Fh<g_oL+ndmPZ>w+%t>%R<^1eRnKq*4i$vwX7jzez5Ilu(L>RR;m
z3P?)|e4LLtZ@r83K>ILsp`_x26p3qT$yk~#neT+vt%Utmp1+nn4e7;!&L!rKOu^HJ
zCDyrnFF3hOPsfCsy4ioncYXeTQ8k>u)MjZd?CnAGSA8o;HlWmK&?M3Ll0vEdkHZQr
z!D*D>Sn$zuh0|J)OGU}weB^)Kl5bLK0f#5!|NY++ak}N8tCYcn4zx>GyNkn#LPkWk
z^r8*^M?9u`SEI^TJSv+bDv%dd5KG}w&a0wSymTC6TLZC4-ZKWxw@5Y3Jtk3cbA9z;
z;33dNE(KF=b5FkvTV?S^glj~Lt7v)W(fr%eE6G01h0?Tb5wN>(AY=LmB~P|{&uz)~
zTT>;Ugdj)?_NukY><^%-+$>Vqhg`v>O(55RR${Z*xc3ll8kn~m!Vz}Q=uq15oVzva
zj~FyT49VSmI~v@MO7^(CW-;Z}wJ5-C7}d?687xN2IM}D{`vdZD^8Gc-YxROo33;6j
zao^G~^QMv6Yc9FEfgC!m+1FNOubq3eAi+GI+i-e@e7!8{$_+$!9-fllrwRoSuieR7
zfnkv)M*zF0*kBD|WQX3w)kMHFWYBS?WkhfeG8ZrOT1H@BPlezb^*FetP6-KAP}Fv-
z^u9LD5T<VTt+XKfA-`fPyp&HJ#%=US8>!;7uQ!J%=V!M*ui5it_JPr$R1HvYw*K_?
zEFvk1EqfAjH|ylt$EjO}LJSA9lR<d7jc~w5WsPyaVQIutSMu}`e`U@6#n;PEXY(8t
zePDr+KoH70kn+qipYpDX=%Zbm=Ow)vMyx?r(_N+y2A4bD0a(u4b6Z4R;lDI?n^z*@
zfN@Pac67<S=%H$cZS~s~rrK&TY$0*NjzKh=dENSYa}2JB$~b=}rS!BflNW+qEiHS1
z6ASJ3wrM1(cr;aY>p%+290x@<!v4zLKb%&-*mfwa#ddZGE|NTu5aG1_{N5*p$rOk{
zH-*p7eH|`wyGp?cU|=6JdMz)@Bq>#b+~@=^AyA>1H-4<Px93a%R7McGPKIA|uZjB?
z6m5N&Dvd8e_2$C|vF(#dIP@@&z9>5HK;+HSMD%YGuF|szTPNVMq-RUi3=DCT313Jq
z5^h3M{O9i<-Sqvb5478FYe|bEl-0;zjYg;J<T)Xj8SPB4$7n~tn%zrDyp3m<dz2t*
zB>S<8GiXQD9mW-@RU!+<AL-4Vkc`Z{AcJSVJQE+#^>^0s&}-4Zr0%wGL`tsWLE?_)
zxKS;r(}w(aux?Fi(7idBfD7EZo^cK}L|0CAX3WW+$=<`oHON2A$+>Q)NW+Pg3mez^
z0-Rw*Q<#4l%~hsFD-6+T@mFJmq_iZGYY&;dP4(ygGxH3K_714(BC^LwC1%EixeIz2
zxe#W_+@G4Fj{vu3-T0@CE%F#rV|5dMMI4tm8Vd7HK0p)K#VInoTjCV!Q5DMlaN9x$
z0rzCsLP^IQ*}8pJjj(^q4paiaUPT0vovbCf$oicNl?E#+c=_>)H0#Ryi)+#iZK6<z
z=A|$r&(|t`Hs9P^(;t44aGx$;b(Hmh`L#UN?(ur=TuzRYFzz!|Y6!IfWOv&Oos-_S
z;s?m90_T>GFz+vXzQVK$DHZ1#c1S)gz;hm(g*@k<kcUiXWuM!j+jKt)jtw(6dsYTL
z!3`g(=6)c|xh#0>06F!Q1{!tuq(q*U6}M{bSm*=d#El=?&ZeBBeoIK=)m-j|kjUua
z8O*YpTO>IaXjw%qh9z6mbeitWVfbV^y1Liwxx7~UJ`=5B;=|PJhl@^zXT%tuX=1)1
zyH-PNIh@iC6*GSi_s&9X=BmPAm(#=xoZDtb5ecaMps>sT4uk7qG?7;5$-iyXQta&6
z!!I!jGbxSlhO)Qpyl!~O@>*zS`Ufxn>Y`Mw5iDQtY(paF^&jCIedw3)<&BWHTtI!a
z+TIFZ%D%K2X0D#WtXe=;OH9}?<su#6%6X1S8GZch)_6QbqI+YZW95goMy_JZRj~YP
zhn5RMMn5VnnEJRSKFIRq&thP+3Xs!d{`uK1K_ZX>M-NOdP5zOdQaazr8$fQVG*3bb
zN9euE-e(67n&2AzkFw0D{7tEOExD34>?CpFE@TLMZwZn4NFI1iu9CI9Jc<*XtJb0i
z<qov`3d{3OJ)afit<hA9uE3*)u<B)cNO@O+F+o=1*)DN^GsVohe!fRM9F)rBlTL);
z7?lWk>OnXk8}DV_NTi+WDD9p18AAusF@)agzC&<0;j#d9t2jNk()4eNA<!9MBX7lw
zTE2`l@9LKVU@djzmRDU+_A3lnw?;N*zbZod98Pj9Myr|+%%moul^Fy3V79Z{Fa#Ik
zk};gsqR5@``+<I1KAi(8k}9O;iLd?$?@4IkeuDrBQ6pfP3#8TP;iGXX04>Pu)?dLq
zB0G@xn+?pU`tV+^<cm)&t2Tf6tzz963+2)f2sqncu3OQ~Ko;4xhSC75N`d|P^BPH5
z04;=DgG6@!ejw`3^?7B&xz_p9G}!iIsJ;^f^ybAW_xQUg<=ZF|yTP+u8_*`YqRm=_
z`_;TqBmA&B)cn{xzGf&znt-ttXphKBC(;Vc{GljPY$`Z>^`J|SMA5cxiB-oV7<N_3
zj@s-QO*q|o6JlL~{Dd8?=j+IhG70fYlDk!?3mhWVWU+N`lP{ys1~`ybtQmrWZ24Gd
zSGH9IqWib<70c@29Ryu8_53sLYKmv1%UD2F^|Q#$V2>$&K7W3yigbFUDfQ3Gd0sn*
zxZJ@u_zJ8sJ|v%t<t=vBTaPVDTDFfpj`j~ah;r%`(NCX^;xo<`PPpzZ(Ni##3Wo`z
z36k42wk5H5^ZHhKp{FrL@>@}0TiC7<2hX>Zs-<&s`H=;EdORlSX?Du?TUF8aKMFE2
zcDlo1kZ-9QH{=!TM(Nr1vXMD$@sXNghcM!A!TYB-v(2Z9CxSulL7K9pI@C8NTwRy9
z6uT$5Cx(a9m+Dm^i5L1PB)R97@qn>}Ls(k$Et+x(I=NQR2b$#r($q-xPg6Y@`9Lvc
z;hSP4F$g>w5sb3VE`#9uEiVuIZ)(38M_*pi>#q|$-g%$uuY{p+rgMBs3yZAUA|Jgt
z=R#;Nd}(7?ixT=s!6=%|ofSh>)%xL#{KKMk#U9C(nVY{Q8%%Mt`M94sah@+em(&=F
z0&e46#pn9z49I`%zx~jyLOTeGlVOaZ)Hg}u{gH&lXlHNxp9_1sP6%oBl{cb&eKnr~
z!b0bu<8JGIKRo~~bJvo4&1C7d@2YY~;;U<3_I@5?(}FmbI5@})G>9n$7k_3g&yCqc
zvthmY7saxb(=!!jSq;gYNG9s=IsCSNOziqJsMmjCE+@7JFY!Jnk$Wblu5WrB8seBS
zxSyOE&J$<NnKRglbWEQ4!pduqJ!)fN4N=Rt$%*|Yv~s>bSWJ&z#`KGt=Ho;VTk7T)
zeYzIWyqh^LWD@$eeDEh%wU4FXg4B&RuGfB{l6RTsd6lr!gvOVApAF7@@?yVZ=j9*B
zcz1mVLCin9ws%-P)TL+WVcmFKKJd=n^F6CI*``sw9bzl%=O6*gBvH)2ee91nD3tp2
zX?~qB*^&2sM$|8+zA?+q`tAd15W;PxocQ9af-$`feM%g5>Nd`ZI<}E>EOds$nWg(x
zwM~W&-k*rc{Rz`dgPJtY+az}h%%uU1w(v?o_1nU;XB)CN#@^1(UgXRMqgnp!>|Y|w
zT#3$)Yi!)TU&8rtok-Me?lsbx56oTMPlQy#IBDr|$Q3@p<xW%foP55-x?FrdE8np{
z1f%*B4@_WimQ#|Azed;__k1Q=rRPoi1sPF!g?%a!OpJI@DRpb8Mjq^$f+Z94z?sON
zEs$;BoEonYl_kWmS;VE@=gq4BkEZXAYAWr%#<4ppqo}9|8Kp#}Stx=b8AXYJm{Fui
ziwFt`iqiYFA)rD81Oy~e5D@9T6Q%b^kt&2x5~*oG5|Z5c9^T*j{?N4q3CX?pIc1-H
z_8z+L-S!^ry~SFx2g5|NAT$+cims}|&;*Wj*SkKh=S?&hzlafD#7T;-h_>cgD}C}x
zFfRvLVX+q>V8B$SLf)%=f<HCT+xcZeOBVLY3SuX-xL2fU@BP_zPn)o%VweXus5_+o
zmCRJ3v$rHeY2V?eo_=6iWhOI07#7SFQdXrv`PDKn`wcWKBg!<pG<Fhb-3oumjmUJU
z&iX^X+G{0HB@DpElJ%icPeVuChTn)k>ZEN&K%as{OTpeUF~U|7XBD2J$f|NRuc&{?
z3DRw5%SO7t#3#6WDlEm;JchXo%wpKe{AZnn0>B_^2a#OfLM3?eqRhCzB<1^Ko2(KV
z$&%kQUDb$^m#PBai)Q7y)F4O!TDtLTcUsG-bb8q1bW7^3VSel#y_8=pLBuA|cGIC?
z6eVT0_sfOvd^955iWlw%67RX*Pkm6qgF3@SbyTZU)o^jp9#F5B#r?Aj(Fh|47DX2_
z_yf%&qm4;k6mjzAuqC+XKIs?^a2=EnHaC&9XUUsHI&A4lBtgB#ftFa;l4)r*tbYVB
z5Ndf$h{W&f%&Rb)+4!0-DGvK6y2HK~hfd`s9KQTvHr48a|4hSUujD>(y=oAAG0GNw
z>qDDd;sj;~z#OK=v;6;)`19ht<&Os<y<Bk290AU!`ZrYZ76JikG}XKEwp(-?KhOl^
z;t2RC|M{f$>I^X=$8RI0k4nJ_b}5_<VSvIb7;Tg(@g>mdC48E%-l)4$8&$kH$r)Bp
z3Pz8bkgrS$!Nqypw?1dlMN)G<{E^r-kJuq~V_=04>N|d}rkGWQ94X1w?j|@9NsoEt
zUq&OlC+>=NRSpCpa^~fB3@G%LM#=^A$gWSPN~#J>lF=p++;j&s8_6;a6J@MWJrOml
zIej2-uMWn4X5fTnb}}F(>Y(|@|ImG~!LIP(H$aC-4{VAi-=E6;c;INjVh5uGu%46V
zmPsr9%e&+rutT_v{2ta`I$?z#5^U?ye{aV30}Tv5q(PnXvGvsxdF;pj!hbefZkE83
zg8^ZD^A^yET>TBWhWA39PvwOVyt~|XV4D!*TPtd(%zp)GQ^H(LQQVK=jFU7R@8<wh
z2j4#RglPrpO3#U#QF58M&R3?{yUEdoS`lfkd!R;!L76`S4p8*xwzF0=%Nej!uJPII
zUFrfTx@jEHn&K!-)xQH>l$-M3UjLH2UjQ=ZERDNX7{V2iTPK;YB=sVdt=50T6<Tv9
z=>@$!|HA1yP|~7~qhCuloqEM1=ZoG=GDV7$xw8LB^p<21F@o96LF33U<$o>knF8Vr
zsvQguCXNWZP?-6tVWfx~Qxo<ycdILmrw81etG^3!B2bE^6zS3}GrB2`SaEi7hj_*<
zyI}P)RNf6Lq=vgUKmRCEFixcM0x^pj?ISUaU6Szt%fk`eS=4J4KQ#U%m+<T7feQ2l
zP)!dG+v#|w8HjxGYX%+YXFJEw9iJ6Hm===aebHx$9C&g`$Q#@(6bUeX9E*8n2~O)U
z1d#I(cZ*ZEUXb%Swvk)eZobOX$Tjksi+P#@(E6pv0bap_8DhGFO!`dDD9vx)>{Ev-
zu2K`f_da<~$YJc{uHDUIwZAKIi^^A|I)zH>h>=8I=-GrlOYdD+y?<&H$5P19vC-Bf
zOo=F(3D~;gSHo9N!EDN$)x%^s%$1SOcnfSPz-eH6_Z*Wt@$2_nYn*~7WqNc0L}oA@
zH$S6wHQ(OffkrMdM8)bmt*1%kdk!>c)Uaohi$NMtp2$7v7cz|U(8VG|CBt+@f1#|0
zFFKH197UhQ`k|-5=r`x9S(UC!b`hBTdj|^j<l3=;5o92;d5;9pvmuM;5%D#hYbuH|
zX-wQp;`YKHUe)IhDu@|Wf32VuL6pNAKT!7D5`Gj|9-IJ^3}p3ZsspDl04es$Pg<30
z8zZJ020A)ho1l8(N$sSP)u0Ru-Eg<1r5kzxfZ0oMX_wYQcM5~Zs^dnqWX)^S(Cw7b
z&cG5w%xsc{!dDHqw>Gop>U1j+QwD?x-MAag&Molw!eTDE%~diHoQnCVvJ+{3O=s%=
z0kuTOj>R~$xN5V(H34t`Im5l^W>A)LdW%={HGI-DR~QeQI%5v{AeVaPe|$>1bE=5m
zK?QTLa&=QmcG#zg$l}f5Nna$(+p9TxMV+s}_^$I6@_Rkp_lBg&*--FcIHrQ|3fk@d
zjcOam>B6LodTkTG5KwLKYh4pD7>|+7I=B^+w&c7zEaOnd^%WBfV7SY{x8R?j@vFCv
z^!%p^V8E$C5qi%BkTY%xTJ@eC{IsK;k^G`DP}_k!1xrg4P#Y(0O&f?OsT%QlEWr}d
zX0*3PU@wrgT$2RA(qAQuhEsKQbzz-UxL9oKaShlrIf+!qc8@NwT&$TZSb^%t=S%J&
z04G|CZ7&U|3>E)$3sQ9b;zwvaoO9yqeT?4BFH*HJ#NP_H8I#_PfUWZFLC0B}e(;Me
z*qgta_<k`_U`2ou$jVCGm;$;KCGk=OJmx(2m+#>RABd7{Nl-{i_#q6ieD_stB1oIv
zu@FhjgT;4GhWwCpGt8{~IaMXJIgu_<-w2){RZt0oHm=gLw||>RTRSEpi9nov#N-MH
zR^1Q(4!AVJ9da4)?O90X(?Oc5m=F5LsUZu5yX{*N@+`+vodZJ4T1u#J5ft6)F643C
za<hXZ0u)~sI(!|%q7aHTOt={Ag_PU$#C_wG7x(9&JmrcRpLJz()JV6ZLDFFcxP#kR
zH(zx4X_x3Cxe7q=E0X+64@D{Z7Y0=Fa_ibO0+%olIf%62@8OmjcV;*D0^7XO^T4OH
z`?@l9g@tgJV%XYy3>6R$2C&vf?`5BlT4qGM13@}ZzwqRxDI5tjmotM3%AN;;m|1>b
zo89+|t^_i5G|DUCjxvr?jCMus6`!jBQw4`@o&A}2ioUT4-WGI>NNI*O>I$Pq;XOLE
zVJC4;jDOGE32@0oWO7ki%gq{c{;|F2g@PIrEqJ^c>s3>W!*oO;riQ_PQI4vrF-avP
zt}w$aM)KdNig1&I!mSCCvD#rJ30&GRPYXaWEkX(@*sCf-Q}QN1pQV3|&3Ninfs)M_
zawh&=R8#a*Woe>}5S&3F!(zv|(6a=#WMs+cb}zAZlilwAQd^IXz%IzeiLQSP$pR*W
zE4j!=Xj68PD{(u&G;P-W^r-Wh`$?GSbQ~i%Unng;F@6vUx*oZ*qzZ(22n7IxvsRMf
z>UE0uPjw+vin{%jqP&DBkt{b@w<*=1kgd#>L44Xs?jXZf*KY$wtdH{W4v9!OU{^R#
zQDXae>i!4El=29-S#m&~T6&Fe9<H+ZeM{k88XynICIVxuny6lGgB(s&><3NkUy?hI
z)z%^e@9-yH)Z3zZ$o<buYGfZ=^{+`d5H)?bIRZ$7{cr<Pt^@yWFy9miy7P}4`M=L7
zV8?)7@ao5Bx)R4vegi5aA649}oq4{PV6A@-Xsg!fxkysZGh?0<R=jPITmvOw%gJ4@
z<-8?i#9t)1UnKlvA5ws`9dNug8R#|eDl~n5hN)qKxM7ko;&vA5Gu&I`zxnV;2SBUO
z4y7lz{|P!<`RDz0d;H9~j1sC7QhZiC<7Zj7JAMBWOcq7Y()dL=q}nxzgOtn)I@JG(
ziz&|g1SEx%LYC^V`|FEu0EY|F`!y71&qd>LFvO#*;CK3EWAWq8p8gQG7c*`VZ6Tj)
zXh%&D5NlBb@5cX=APJ5@BThIqojrYU;$W<K-2H0<BErR#`)0bZ(+rs)x()B=cTF0u
zP<FdmH6__WEg2;-m^OT#W1RfKdGW&#&kr|D6IQ1Efix~<+x#xj6odvGa|bVMoG724
z7HX*@r(bWS1g$32zm6;B!gBbAM<jWQ%U7@(k-n1rK5*mb!5on+Ewq<W2mCim{E-40
zS5&!|RB}W5r?oC&6Z}JqxU=7pWK>Ol+3h7>_CUT*K(KaHSX@{+z79V!Dxd}&-^u#b
zWbeFXpu3(F&l4Pgg_Xgb7bUZ>;EINwBl9ioHr8;#{x|kEP?qF7Mxv@h&E(ayi_stu
z>ep0p7B!P4Rl&-GLu^OxPp{{53*6wq206{ae3b>Sb98b!h!mc3d|sQ)-o^~4ZAB&y
zX4QQ`dTA|_I%DdXsR8%1Jfg$8u#0O-^bc-F#op#_6Z1I}UIL!IxXF9!XR~2Dki!Vx
zwNu6eCU>rxPT;?{Tq4-~ybYC^aLFJ|sq~W1O-3E_^1=gJ;?TsYYsza}G^4jh+2O&y
zN60qdM*0+0#c!Ru3kDnr+(OqTR&$se>=<wZ8pY<^pUh|&PJTO_s?^%E7q@mVF4E|U
z4aat{liLFtsSGbu-#>_r09J?iVz2I$2)Y9JBGLA7+mOzyhcUoK8VpWvntkq$x}9`r
z%vT_k&!Nd|JuNe;)J~NWe*cB>6;diW<{GDH9+>jk>M{jZCM#qS)&AnmwsDTO_}3#8
zs3MgepJZ_F18Az60A?}yrm9_v380#yw(-un-YsY`pbpZj_srGV72aJno-a2caVhH(
z-~DICHR+K+TZV^w+Et-<0szsFpJ-HEfR?sZ%JQG;u#{b7`do$aFa{qO*6r+I8!P%x
zqRj_={kE$;S`m;b*qE0q%)gw^2$E!}v7iFz(82h{&2rCWH>MkD!t(v9by|M#cll@A
zRM3#X-Ngx!BI|JDm6OVEjWhU&Ow;0+KK#H+csiCFy?Ozeh@=W&T&3x?BTr2{l6*-e
z$VS(Wa|>RJ_Dc=|Oz+ad6ctUG_&oVkzNEJf6{KHN6w`O3?-M!7YY1%V>$g}|Bz+Ee
z8ONS#k&Xv~hz2fY7>Z)r;Qp>0EQ{B;MtQkZD#qfg2AJxazSJ4YgSvy5UzuJ9^c<SV
zCFqn?OBXf;^@E8cb(#P_1W$w4!_tbMNT4HP>JOGw1H`8!M%Er7-fh@7U6T7w#j$5O
z>}j2<^Wd5mDIJ&7@E{Ltb5aqYzg{m0_eUC-Ue<GHjDhN*OsebQH|m+Q(EX|~aNXm5
zs-^gts8`NyX&vxUKf<>)yI5&LjWTLrB;X=XJN_^E7I8*$p98=N;U=HP*NA_B(0ax@
zc=G_tVO6F}8_T&dyTtrY!Uvc$q9LC0j_-GXmZpNs_{rkF>E2u=a?A>f2ZL<AdOTG5
zkWfF2+!th>>IV$dJin)j)4<+<H!^ZsJjGlm&;x@TAA<vu&Q2l?wo)8hy~zsEBr9Xn
zUy|LWN;U2;p$dE|yucv^B?2||u27$f(qsG5I>!0WbTr?)t?W8~L%6SJ4BU9EuK-nv
zsaR<{XQTH?>3Qz&weiYF(Q{=ZxlOr@p}e4S0`sTF)*q6q;3+Ajq~qLHotYa2Pz`4_
zcsa*vV}r=v$tBgVzI#pMQZZ>7(nA9fZn?Mmgz|PGk}Xdo*OQO%(`a}ChK5WQqE{G2
zWd%Zw*aiqKW`g(jtn9;^X-oFQ!cTlj!*Ukp#Ycdk6&Yu(5RNK5UFs7Dej_o-Vpg2b
z*(+;B<kN*~r$9;@xQ+d1E1oaArSTzY>E8{OcRnp7n%EvDu?kA@VO9_5#pzaxjA-7X
z@?4RMsS$P1lwQ0e08E?=pr_=CPl#<nSE$3|O3xS<YH(!Pk#!xglKcwvgS0t{q+bIq
zKkC6$9g9x3_XK!bhp}Orcx;P_j5K<`A-VrrEa(BY6}D0N#&`S)&a)uCL_I0&>Y~l|
ziS?Nu@7WAUjRx~&LC0DEpy2(#&ukJL|D#@Ull0Mo>SW&IOmWG_UEyAcDdM_307ZA#
zg4clopLl9D=wm=^dAIpBVx{{@fq(zz=iOfp$*p6`s5uF3fFhGe%Hl4ozo>IQgVQaH
z+tJI%Pvfe8pl0<>d@&<5t?l}mt{%3c!2SBu5<4kf^r3Dq?mW~6nku2-mRY(%Uc9L5
z#K8ZU)<8!*Y$Y^SXngG@pyw6UBvtM|TniSL^mh2?T7uqCorAXEX9;D3j`QO=csFuy
zDM7$=2GgjMtVD&Zi}P!utEUrVKdeug(emtakrdS86XFPOWv3I<9|GCtEd80@mwO*4
znl=kbg93yiKYP_!oQgX1Sb-NJA;i5E_6BYR2=nre_6Oe<URN@b;$zuJlin4)B-PK_
zGB9xTUE)+Vbb4Y~wB3fXFSghRuH9YHB<HghQtn2)OMO|2SH%qF9<|25UK56`90F86
z`uX+<n0&1U$D;+zMVce7uMe?z-w@t?g=8|k0K)xtQ2$HQikIPPG7`^U3tPX^gqeYB
zB~@Dsu!bM`FNK$CqL|k}Q6RO1Rrnb<Oj)^kmpU&!7+)6PmJ}t9^#@96bZFX0=b^g2
z!#w^uMlw%?%eLkxSUwl;Itub&)Fm*n!jSPBn{=wa<$?Op+8@pMb^F8#BT(*}E~{Va
z&2>|Cz?}^u0ZS{+2Xn=HpiaUkI4pd*aXn(l8WlyJo4;>%r(r}Il>nC6psBc$^eu8f
zq7hDFfZ-G4nrDA)Kr`XKyef@{8-$TWn?3!3*B<N+xl>&Oak`B{T0ZDJo0%5>3e+Cp
zzcSZgC=1Sy<5btV<0gQ*a6Z0Mr*#a)6g-R|!~W^UT9wxvOD}Q8v_U9(Sm-T&Z?orb
z5ZoSt&NBPT+vLT-n($SB5>PPTaLuvGcNo*A=xLDi`25B<1))%(h<u)zJ7qmLy0@?C
zAyz9n9Y1X7kmd4Y+?v8cNx_`jt4dCImAL8k2Pv3xe*e?7sK`{HDQ-)MhL47{*6kjE
zdx9rS)|3F^%Ap~d>l4vQ<>jlzQT|gdkoA8OUV<YQyV{d$p!`O@d^6D5s|lWPSyJ^D
z>pDN^0d2=3#*f6~)G;IzPgWyzBGMcm4}=_i=EP-w=6=q<ZdO$}T@tIe(TMfyuMT1O
zo>j2j(K-JI_OqWwJ$`f$#>dY({o$V6VbnIDb!C-M?B{u@oTD*|BFQiL#}Q7KMrZ`P
z8x&L!I#W>ODX!Fi5|?{A59l`5u;B8U@5gR+0Tx$?&Qb2k4-2LS==2HF#x8F<RIltr
zcM~WOnBaoukvs~$uO=xJun^C3)BE6tJFC8k?+We;A+`=DY|02yAjgCUK@;vW;+K79
zfgRdmL1&p_UNqq9R3Dc=5Gl#GkvnN}82HOxzK*(}Kvn!T%V<CdL-25$^(D%?6)+9m
zuSq#D?D{sy;HOuhSoP=?#ATs&eDeI^@9hDZPf!reI@#8v1v{XkqNY(UR4v(46N39S
zOzz07T<{d09Y8tJYAu?o>?$`U<-Ry`!D-Wh$IUTUI8gBPFt)TH@GOXV`~70|S({tJ
zR!I8|vlMINI%Sr}v=FKaRk%u^VmRm_PFzT8&YsA1r){a6l9lWIE_%eG<XSsd{~hD{
z=b#W+8dAaB`UGcdv7XcfqhS=W<M%+o^x@5L@?@k#Yt_#Xs${fA!W9xm81e59gpnmW
zg;pzXLlWwUYMEbbTAX8`e5fvZKy?Efzo^Pi3KT{nzK=`v=DDwQJ=k-Uv=9P~07_S{
z9%%uR^|^S=sRyyUP8RRXc7a&Yl#JS$82M34EB%><&l!}IzaznfW(nAoMp`)N$T~Hu
zOZYi7>b~)8NlUeH^Qr{+nG44q5_vj_+1D4_uk`14<9__{L>XWXD?m^d9KI(z-rYj{
z!V$~<F(8FhEG{MW{mB11st8AavGRw4m3!Jx9yea&q81$e!HRi!mEJ(a6zMN3ES#&f
zj(}w6|2Q@0i@um^ow$aKKw)W>4%Iy?uRG4a04FX!;f%q`I9u~X;zdK!O+U%ipZwto
z0M?JxRqify2fU&ch1|bWJ7*jgaT@?CjSbStQgN9A7ENHkomx>Mp0sd0y5$bdbAhl`
z6v$U)A5exC^7p&sgNKw;k5kjmv)&gFwz@k75_ZUZ22qJQb6_Kh%nAa6xto&V%Kl&V
zEl7V_#8G$+BsH}IXQ-E|fwUmuO7elDJ;-EW7x0heud<#+6@U+Y9O@qrCsjut|3f>V
zK%Tnz&zAqqJO3xf`|pPT`&TSf3Sd>hGXMYI22}I)Dd<M<_4T$6B2C9S0N}zzs`G2s
zHuE2LgR!QhpFs#(<O68Zl_uO?E*2=f)a8D4e3Zik1D&+6u3*wSABj^Nxa!T)6Ya&N
zyA%wM2ZPw+=%E;t@!-2z!8@BY%y(Zr7&LGGAPmTYtTFP_U8XeBi>dg@KXbSAx=6wP
zsTPw5hw0}|cAxqJ5<{!_K+0yj7-)d8A7Yu(78!};1}%V>+w_)yA~FEQ>;<NEj(8c2
zDS;fz3=?yg`En$Ii7AY!9XWzcx$J_eM@&Da{QY?ikkmb5Lt3ESdDb1H$DlrdL}ce*
z3_CO#zX%>5aTeod8x3?Fv9si&tqr+aehjWs(m4zxQ&f^3KBaP%oDO)Bp{P{Eph#!g
z;Q2(CvQcrl$;qZ(4S`e#*o@}JW|_)~ne&{5z<srS1;#qs{vmelBT=^3h(&;>>@uli
z67DvRQ166<t8pp1ArwzJkEu}ulE<sq-5%uFKSJ13VybYZ{%eYY%TB~MPziF%%>Jn?
z(!ia@Oih-0SH7t<0#;FU?2+wsa}ygKBX<UwWqu~pqxO?+ueOi_Bte>bDgyrzo;fB;
zo=={e$uMAL#>uzIV(vOPw!)VLs47c;&bB;eEf}eCo8R3*c5fnRr-%?W*;#T9=iiBv
zE6FoN%G&JZbDYpty5S!A7%Wh7P8>A3``Fl2kGTjv!z~j83~T%JcJL7Ip81<x5Nq<&
z&5fx-Wdd_~qHTbN=l0tvpwejL>6|{~3i$n<0?#IVvDQ<+1nKeJ)q#JujDuN6>=JH$
z0y}uyFSqR$$g6@A+)}=ene5;SpQPy*dub50!COI2zA#Xa<l(o@Z+>Ek_tr;X_p`_p
z5h1#9W~Bhgw~#x3qjqV(E}d6yVS#q6vdBfjZ;Ffgl{Xk3r~ZPG78Z#QC*0r%vV-A3
z<AXuvz7Su)J@Jd==)n@H@o65t!LfIMj$=ursNMI%LR8-cz5_eZ<dx1+={_KD4_gLP
z&J^eL4PB3n(8xdN_uS+srch*-i8_y-7NUVt$s3c{!r6FfwfMsH+*N=9bmP=PHX*NL
z(WPcjt3O~GOG*OsxAUJ)05QOvaVIhF)<px=y)IcBOKYOjKD+bev!`b?RBZUbCtk54
zDp1DR5vZJ(Kx(eOFz5oN(ndX=hS{^?TTGzRA?kf|kMn5)uwLIz$l)Fglpj$+=}+Ny
z%#wfWW{(>d?mdWv#2bb0@;l{P*?JC>^K*5I1S~%;9sg^%W>l$snC|Z)+P*$SPdD`V
zc4*CTf)WA!p@G=$>{GS*XUYec9moWQGwu}tPSDdHR6O~s_{^iqU&siN?4(aGlVmBp
zM%p5de`^ENjpjnt98QkNUZP5sxatHEO7%e|MG~D?vFrK)HjfsMM8^^0SI7||dx5!t
zx5;@LJ<<(61#|~i-S@UhzK`F|2yT^vs~`kVIq#j?UGq`^k7-BNxK5Dv%*p-Tvoy~5
z7Xl-)=QsS3#)LJ76>ifUC>gKPBCex<u%H%O$!6-%ns4}WW^c{)+VOP~N&l~)WH7h>
zS&%alfAs86ZK1^sWA-VCYw|!&Pl75p^6r-Hc-cQ#j```x3Fl?CV-T3`2AH3-ijw-#
z){yKuff?D_Fuo~il6wuPIVhXeuxFM>Y2?0;=|?~?OPqW%cgIo}WJTKWD(n~<U&aC~
zB1?tmCTv~(9C^{|;TWK$mPy?5;paN-gT;9D$kBzxYd&HBI15YbNbXYGI_wDn7w&@~
zoWJ5a#kPa+A(eXWc``TG-e0P7_*f8O6UbAH7aw++StrFyYnwkfLUc&44{nq9KdJIC
zFzgxR480zgaP>oBCg&5%*Wo4}_h{<3V1JN$_$RicrHP4vC+soe+{dKYYbVgn0{2*o
z{{j#G;5TS5N->jP)jO+NQq2@N`3lRU2zL(X9XlALlXICdTkZ^s8_E@GXWm5>)8qze
z7hx;XFzus?eV2W(8<kw@=X?kU+BNeH{{UsF|NQ}O-N30k#Cv@dC$X;Jv~J&hOz|G8
zI6aGiEOFAFM9BC#)E63xvvWojTSP2aw`(%fSpP@EOkE#9sGbFprzj(P*WeQx)E(bf
z&-=sJ>R9GrJ6$LAaDUP}Kn@=BM_hQ`9vpfTC=S&c`2;8=ytSrqYoe0J4V5`I*JL(Z
zWqTw{2oY($jlvy<kafJ2(GXdw{rlZVcvlwq1$aHDL5@7!H4N7U$EAMz9-Q9*Z)2LR
zh$4;_^!c{Neq$=C=h#p6ara}7X%sw%THgW`|LX6xW;t8Tsf=mMn$T6ZXmGE_4CD{t
zBnwN`{qh+oO!aV`5jVK>swvMTGmNehT<pY@zm%2rTGG*giRuBW#$sXmwagMpM+>j9
z8y_v@GkMBp5(+pfl6U;^%>M8(7+Ud;&22w$7APYMDd2DY-2KL}3$0@eDk1@-<~4d;
zRb0bx*l;E&Gv4Zg!=$H>GxO<09GyeMj~m*=rbL>a8i)HtwFh6JDGoQP=MQ87EDbDn
zOJYYJZq}*MM^Wegz7&<0MAuqXvKi#L!$rOV5JwU&Uv8Ic%p)ArP6W;SEOBl2KI2$_
zBqkUvx)l|=zZ<?d5xyiuFhBw5Hb)DOQX#v&j@bFvI`1#3*wXfuS*p{V6*}eXNSi~>
zNQ0*nuuMylht#SIDno<nEZo7+1Nm#Rnf9B$hiAc<nH}Pu3;9#&SrKkx*Jai6PHtVY
zuK(MGd~%0hiaCKSb{F^23TrSY&(uJ<HJ#OZTPF|OwYd6D1V40rF;2W2T9T~1^e~8|
zGao-L$JPwZiKY5MHwvP)&Wr0Brc-I%SWnGgz>{HPmk?wb&*?88Uj8IRfmO@%Ta&+&
zN6hOyg5w>b(`fO7%Qnq73MZl6HJ*r}DZ$v%9yD~OwDIq&yw^a=&GoSNOzv{v!V+m3
zy#JZxK~kWMqNf9JW$3y)jSZGe0L#%|SAR9etGUTa@#R2j#bS}Cq*bF;(__x{f^!CR
zpcI60axL#{=+gr~g5%FgISC&bUKZ$o;Oe>8mnAS)$-iprF%$(-Nc9PGdgz-y4n{qg
zl9J>|-L<V{#iXTm@u%!OqwDm<nmdUJ4`_I)Tfd<p&sHAhZsqU;B>~1?1bw#~*bzj*
z&wElD7u=ka9ttDmmUbm$W{3jiL1H+^W})lP?H`jH<xu@0xaC}<T{}hqj)QF5N}OFM
zFkG`UaO&^^x^o#r4Ubp%0Y{(T;Y25DK2}ms^88=F{**(N6|%-&R_5V0{+eC=l8|-8
z9V~G#K!rADsZpKi%yBTu--odUV+blEC*}{bm}jl9DSTGkPIhYF?7N69nE^Tzb2Imv
zT3vNEa4{`-$sm&f_2p_r=p)ql-&K%&2cd%iQuourxg)1$A_yzuDcadM7sw7fLyZdB
zFh$wom;Em*|MlmW4VF)NUG6|~S}|Dd*o#?X{l>U!mP9s7xf$9Ur2LWpyuNNXTlRyl
z-hAeWV?TJL#l=)xKa}ky@zlv>|L7mCawrz%MQMsYm=yMw;10S#^LgIKQ5Dp{!Cupr
zzW+@JB5yBwBX+?DMN<5kuXZkW66{FIOU)~Nlt2?>Ui{Cthz@5fwixP6(#+h8I{>!@
zG`&oi?D7C+W4pQ&(wO40Fe-VNH{ZP$`;t01>4UmD%n5l1A1QeLud(sInwlzb&T5Ut
zUf!XYCv$YVo_sxdFUpK|JWt9X1>HQ$!5+gF>2kBWvIx;<b68tJlYH0@a|`}SY8uH0
zl6I^p_n5Ls?Gvx^jxh$4+(rBBm=}acVlH^*j#mFC@g)YK_5f^km$uv%d=mQ~Y|f=r
zXylI~C%U>`hN06Y&ppV~+&9j0<Dw~G{H)x)>U39!NK5sj&=_wPMPeD7f=bX*F_K&A
z2>13YJv5<(D}fG6riwCrZVs(4_h9RdG9k+ylp9-*M$IZ<=H=HBn7B*POhAX61NI%d
z1v}PFJc!F1fS$w0KMq^J=MKe?j@?<!-Rm|C7v-h<HC8?7M=={o`%$tq{8>tW4C7y%
zz<w)Jxtn<RAV}Vl2E+~h_(1{bEI)gyC1M4CW|yp#N#FXi0(5?mGT8Mlo-{ZSuzV(A
zD{u=%+0p51Fdn_;pAicOT!HWUnX!LSf!xj5Cv5co@zFp75T0{Dyi!#rNL}k69t;a0
z8Cc?*-`)}sgspvy^&_1gWNQ9}^6}%c#?eIZX)R>$MGt&->P*HAxaS$Q4xE+89Yu6T
zX>&2N=^nkG?{+(*&IF6&N@lm}5aGZ<OkrV>k7V(cWvk})RE6LOdeF)~)2q!io^*%N
zf|q|iJ+NkJ+{ysH>mk-(gWv!B$9NakmpK87C)?v|VJqUZX8%UgOGCji^p$Mm&CS|>
z#GWu&c`cg^-dV~6l!pGhj%2$M9C4d=TTvlVwqWKgovpy+DS#KSnGd*G>ATw$&9JQU
z8Kz?rKvOxd$&}p^_)9>YM+OYr3!Y?hkO>Gt^{>)%TKM=z?{kL?W*~@E4GEmEDt`qU
zKC=X!D4uh}CVGcdvb=EPVr&QKTjH8*GknjLVKqy(i@c>i{}yf5)tC*s{QCT#)gUii
zC{3bIL2DJgCFw6)CM_xv%}Q!@dme&eU9Sf8q7F0A*ZEvO@I27f@)cICeK>%7owsNf
zVi%l98<@=5UrQZaU&!3sFrgUvjLFV??Y5YPBfD%4R#n?pZ(#xEUzlEOr1dKo{1|=^
z{=*XD|4ZBpsr`AV)Eacv#JG8VweK{&Sy0?lj+%AO&AN*fB4I7()$P-MPTvmv03E2F
z!j<{Mzb?ekG{80N1s~_<-O3c(2meWY2GjkpuRxgoE0T2N@PkmYXgTK-3FwU<EN{pH
zj~-5nja+ok8M3pU{TH{p)*nMHDGAlGa6H@M3NBLgiz0<}rUo+K@2lhiaoR$a=Wn#a
zFnNIk)I?X6N7JJ|y&i_4=^$>y09XN%Z&;~5Z|h*vuL1pqg~N&++7L{sV6QeKQoa5R
zp)p81-w$cS56o`!R(xHTKo&c?a4do^McryE{)tkaL@Wme)-pA~%>n&6BgH>%Pbrw%
z<T?7)w93-Th0HDOM33&m#k#<7%xZwnxBdb^aF2keNsmvuZ33pP3Pb}+2}ZP>`pt88
zCr^7X7=Z{^PA8mxsC6D!Yz5qu_udB^ZlDEGSq)m>y`PKJ>KwZiA!XK=;a+3~MD0Ps
zWaL9?4ONmLr+jO^qn8&xB{Bpz=fRla1as#<5jhwplL<gcT}L3L{J)V%z{=d1oVTt?
z@y8ww#LnMq4@v3k6=NgW7_7M%S0XwCYf0xR0AgZf<hUw%$NQ>-P6z{AVY)ePU_h+g
zld<4o7!%|H=C=E{g84U{e;XiDBj%b}$rI&p4W$Broeh$M7oW&yyxk8fqjLWI%_jha
z5MH}2@0&Kvm9S9OQn|SD;Ry#5WkHnh3zG2%TctOW8Y~M<Sd^{Q{0iC|`Z+Ku3~UwD
z{3o$97Oo+@S|J}qHcRgCd*~1E!_V0%JQabQ|5q!FADLhNfVSW1I=H?RJf+-Mgo@OF
zHq6V(m-m)Hd%8Xfxc<^_@$0L=i|K)TGq1Uh>DVbT?Ae*CZa+|m?9=9n8`+z|FwYA@
z28+edunJmnQ+GVpibI&Qu+!Zg2`K10lh%c}2?AS5Cb_tmw~)L*nCUupvnSFo2*)}3
z*<PxGpD;y{FbR|;G^n10>#0t$JQ297Y*AcEvARPVOqR%)=zcyydX>rdX3OXgpnO@Y
zBa8;fgRW=HBNT!HF2%>bK*Z8fM4Qf&4|NF<B0Srynh%VzYmOdqsa?t5<`~t6Sxhn?
za?4NT0g<6Ll)Ewz7n8fdCQnel;eo71OE^lAt;J~emFYR!=jb;LOc=!N+_XP&rY>`S
z_}4*D4xe)E2Rue=^`c774vea%J!|OT^oc=F8Zatr8jl!^E<J9ev~F|{?%4|xymy!O
z!Ypqh8V=y<C6?+W$?fNtP9b)>?6u+>v;<d+yNrXPfpgnuN)dWb$f(>&7Vd?bN{|b~
zFRU?KNCO_*MI|W;UBOu^*m~w@wgLMC+5TtHX-}s|BnU9wJdAg|4>X-4>=NDPdrs+0
z6_yUTQGwUB3v!7Hiw94C`el;pJcy}zX7X+W!INfP@}I=Nvzq@L^t8n53o94#Aou~+
zzg^C@vEvfMOwg~$=>7f!qx57eXJIgiqi`BDK!zCK%lOAT;?z7_MP_VrJz55LYyc{s
zLvXv-{ca)U*6hefJ}_B+FfBeS8^n!7a6I0i&-#@&&MI}}7lML|Tfc*&>@W(FoLtSB
zP|10C`%K`pKLmkNj`5jPlfS#{qzN%ncgNvFYk9S4&Zi80v+&mXfUk2S>QHOtooFuk
zHRPO)(=tYEw+ha{fpJr%b&J}%-_CpEy$&K>HYrLI|5uAVGf4+bC?F5r4|g$RkZpIn
zr0KF$J^ntYoFbD!5jf#VCRW*S6+-{Q?|{&xV^IEc5D_T4-N%1kiE%H;q#Oxc_tR*z
zJ)CuD*7I->0SQ+6GTQ0sXCGc{=p=D^R>8R?#^roI^1{Xc2&S6b2ktD$TA7L0w|j2%
z*;-kGqkaajXft1Q@UHxco2RKa3SZ($;6?j%U%kJ3bzs_k^2<@YT5}7Sob-kpefQiA
z!bMVk@;dk+kq6}@e|5rmex1`M%`;PuueE*6xJ&LHcK}BY45Wd={LLE;SL;mmp;+le
z#9GyepUc)0rrm^xYXb-D+b=WRp|KVqFmv1^CKwQPz-gFC_f+@#$T7X^R(Ry2j6B2#
z)V{n!y-B+M6NWsw3P3zN!cwue#^1NFyZl)S1tfMgxXP(fa^AL4hu>FRx6t#vz&|=A
z`@o^Pzb54*1rD$UPq~nX$3LZIhFic@0@C?6lV+Dk*F;g1h%oYY)FC0zw3}yso!icv
z%Fp^#|LQe;9q^2myN1-wdewuOUy`rnQ)yj$P{6#-92n@r*4@#}e5}xSLyX$37IuOF
zP1o>vW2Zfi1CNmA5En!y(LHulL6Ltz{?HV-_Kz%HTM!D~r{6cmljfxc(i$u+F@fM$
zoNZ;USXaM`37ltu`S|STpIpn%2I*J6AOWiXl<QK-RDH%vfa72%L{`vc7Cov6InwL;
zLP)gok9#Bkio_<(tjQejPtT1q5j~j9^>>7u`$B+RnD|#vT#C(ZYh=JE0F9|>nzwST
ztgP3BPf@$R&U-M~=44MTz)rN^xR84{{N{>I|B<LEBUav1+DxR%gB!BoiIHM}R1w#L
z8jJ<){gVerq}DIUrlCYtB|J6NKOEfI_e3X9#%u(Y#X!ehe@usn^myvbnx@(Ml<6F1
zub+~!@O7lIe$41%tcZAd&9E5a%`bT@sYYHI!4H7_A@o`4hP~O!E#URr2xpUI%}10Y
zwHwEeaMOToC|n4{9)itKo<zc$Nb*DD?ROZE&_m~`JCFtBSR0leN1qJaAaP=8yOeX>
zY@+YCg~w~|Z#291PA%xhhcT{@LY5@Q20~hYEE{7YeAJ~$dXb%{GeLQ2QAcpxY6$3e
z^e3=mG{t`vvo>}8w%RRzwn^o)Nn;tA1Q5FDdIvV<6!+(m#OFJ%Jm^7RSv8~m9(!+|
z>u3t`KiJvaKidr)F@VvqhtZk}dY7S`teeBtmY?nlJ(E$w5MjjFp1&i}fngv<d5@X?
z8lqV^Cgm3S8I2oi9z+l4+~*=!e;pus)Nc)raFqeqnKx@nDA9UTd9Ao%!1MQ-Y+WRy
z%U_Q7Y{U>PdJ6%KeSYqZ)3LgLZZESMZ9#m9`3Iz9QAw^;VVlxpsHCh`9LFNGaxuQ%
zSytb{uw!a@{^t2p*6XXCv+}DT6%TFu{fF*0Wg6J?m5^EecT=GF%LX)Vb++V&QW!G{
zcr4%bE62j4tkqBH3NBm#p5{Br-`7l7=^>);2>=}pksKh|kUxSmBM+dD@ONtmqql=b
z{SnaQ@D}Rn$_>1Nt4O3f;$eh3Kbyu37b#Ch0)nS%-4*ZGNb#}{P(jMq@?un`HfM^V
zZ|Em{WR@Rj_$~~fHqic)I5_GIOIHb&oT`OF3_vnQ;*8#P>vC7aNc`-^cwKawQkX9~
zId|5F%;6pOcUKH>J==f*u{k;prKE)EMStN3=8FF2f2VDO4+WuEGcTXBH%N5{`v8W|
z$hn2HFiEias*)1E7wyT$yr`46_Iqym{6<~zfSN{SnF-1>C<dyu`RR(2&0JaY*{OF>
zzM>e^LQUlTF4UorKUp@EY5gL`!T|^)77gFh-=%x_^`5X7Whk;4-yzS^xo6H!o^3`<
zetdobZX@s#t`A;A?s7P3*;YJjA~i(~KgzdG6QN33=r}FHAHi`eE;ND@(11MR(D3_#
zT0q7OsgW=&H0o7Z#{3l|3*2R{h4wI~IMaqyxN@M9q=4*_oVV|75T31v4+rUi_tm1l
zXI}0I%Xjs@_3-)5x3*mhk47_vacwtB*niDLd<Kb*l{txffx7V3&-Xejw{s*t0X(V0
zXh(3tqRit?4Gqs*xC?!k59do30T&xd*;z9C40|(|e-`KG+n_fJui=DFwiPx?n;{uU
z7`S|H{tj~WDg-!qmMq+xG`3dq<o0~c*A@^czX30GcraN7cX~WEP$^kxDe~;|Ml4eJ
z#`pY@P)skb(k3?H^w)^hj5r~b`BI~HH*`>(1gbDY;cp<$FKaHp%i;1(@g{(1;{O3&
zY$obW=BKM%d<&SIrM?co`R;OMO*4}&V>8xtk73a+4%DZ6QAbzeWSYF<UOnPUiJNoY
zD_+9d!#HVDu+Q5TSnO$*_YrJI8f6zwz^Z)lM_`Yd88#&hW{8&I9i030o{U9ci%}Wc
zp8S7JYwRTUb&c6$<Z9Gs)+kw2WdP$7?BwJ%R;wU<^qlE8&U&M99y;s8iv+fCz~GD<
zOe*!&JLwvIgc=@X_K6>GLT$y?K*kkx*71R}J!x9@Di^qzHy9Vmm3XvdssCqqJ0maQ
zxyRTLBmU?z%4D$yVjoz=l~O#{4dXh_@fI>I_G5SEy{Cn~8(zjf!Q4APOB`ofQfJ64
zEM7fwGR$NIGdL0W-eyw_n7If&zmv9mF?Wr$tXl62gOjeru{}Fo2SRwWFgAbZ*@%Vs
z0iUwRLF`O%aqgE=RY#wTHXnJXGkJ4+)!$_R*+{XN0L*Sr#IKED5<!&sy}#p{w)XUC
z`cFrYpdcP6&d4O}sGTb>nMo;%=-GEwkmsAZ#tRsEr{es4q4xn-3nSWH>}FpCttu;h
zi=<I`<FBPVvC{zd_<s5Mdqn5|{LerW^eZE4$owpohneFEK)FzQMa8hlg!J9Q+(P=q
z;ajzoZqgj+lz`^_mAsqIN(9}@+-4GQ%w1*YR}p4#@^;}##Gb5--wD3VY0Gsvr@ZZS
z3)>?Jf34yZ1RvrGhkUC=pi^8n**Zar^d_tM|1I217J-EfXls28jz=1VuLg-9BI9bQ
z^I!>4Z!h8{X?M^`FePRCh99l003UVFU~k`qXy0JndQ)?SJ^vVe5}p&01yX1bI-Q=1
zl;Ma8=I)CzNKyH)RbR{9VWS!ZNWr)Y+SBa!)tUk*X#wQw2=pnx>PGb$%9q+wumS&^
z=gsxclxcq0Ke&>~!}<PM&-$FN4&H(iYMlO`L_nM3^6z9=6r&eZ!`*2vZ>ZiOBBZVE
zI}xPL)zLF<As*?oXpQo!tfBJc#WT8oI%Wfx#J<BWh<Vm&YI6YnbDdonEio1n)sDf;
zj=UQ5mVKbZRWO#)No3MMOmL;Uu1yKtd5fwi2Hzd)v~fE7rAM^k({O&`=KPe$pw@$g
z?GxEi4DjU3{z!ModD(Ese@{m1eCt<1cdN6r|LIgHM?B-QkR<7B%5eZ$62L2JK+yYz
z3jky=QKbbbH#@?a!g3A*=BGBRUC>GvXA2`1d_j2;a)~oPSU+W^?JEx1n)oVhaZdx#
zM0^tuk$(Uy^(mk;nV(z#c#}&uI8~f;IYcwW3hdM!g6z%J7|oJr%cXcec)Sh;l*L@i
z&uy4IKBe(mL`lpI&3!Ro%sE$Ck}oL`PW49vBU`6wid|C2jI4t=1c`Dr$ZWJRmXw5-
zFnXf$|0FV9PT*9?>qQFP54<ZpYj;t-vx?m0z(A86Ku|ess~g`c)<;e$UR{l4!eHh|
zX4UXL(mbfNEbN+e&7G31_jKN!56C&-A^6LHr!AE^{2=FVfc^Na%$gQq4-<5bSwi(%
zBQMi*t?%RasM`A)0%p&H)YRZ*f)EsZ<(9ujhdol1BJ8J|zFyE9{Wa@r8vOO(H171O
zF0??n+(3FauTGErJ8Ga;^86C$^4Wur8$4>0P-w@;>w-(5WG9Q){$O;I%6v*!AxWSe
z^z4#=PMqz7cv4{RT+iUxSLels8@?FZc~;s=eYNP_Ixph>w)Jt?AK+QOFA)n-tTk?^
zTm)Csv8PBwNxYI1fmrK`JBKn(zh%Alqe1$D5wbBvhF#u7c!}8`WdDi3w|NAV#`vWR
zK48=uMRw{qD|cUcZB9g>c<LSj``82`d~DV#j@0PBNQtcSItw|InV$;-)^yEI^rL+~
zAK7K1O~W_f!|hJ?EMr2)HIwR1uCE3^TLec`9Tw(h?f}ZkzlOvgp?jE}Fl84_IJ+W4
zk!lMdFu+F!VPG_1(u;L^fSQ<V<oA0Kd`zM=&DP?3Tkde1_mL4dPZ2>j4Qz(Amu<oH
zKTAP*k-rcV*`|%8EjbhAgl~uu^O012m>iU>h8c~iI%;)L|M>MJdH!Xgp~!%5PIl}q
z*_v$p6TutweIybppR6o7=>k%K&8fZ^V0Dxv`K>n40*G;LY}N*<<F=wj<4)oFno<Vz
z-S*&pAl}*&YI!lDX|`?)+b7%GeFEA!zZwuv3ILai040DBI%+gh2W&7`1n;qkZL{E&
zuTPPNmoU#s!@gAMnrpGvb0>t!CW;{S#!DV2DkXm)=Qnyb%Bj=H2l0MN+<*J)4pVJ@
z3ju^fw=&_j#?9Pp?(3NIAkVXcyRrfq{(!BCkP1?S{Bvfjgms?+lI4t-xuW(_p+_Ck
zh?FTfXxe`A-vRvKWI*N{jWLU<d(YGP<t>OkIg9x!xn=tHTbE#paeSz)(^{PAo@*~-
zP-GhZdm?<&t_{>(+xU@c-r+|D6VVt?tB#EwV0Znfg<i3d_*I=!*W~$N?MBZbm#V{1
zUiEWEz;ue7shN%N`FAj9A$%w8s7)D2rjg3$-XbXwBy7oH?-xY(rUsu*`^_G*YPl00
z@sM=P`Ww;8BITjO-Ho5GIIMetCjH_2ac8hYV-h;TeYMu&#uW&ZdyFi#ORff}1p&1g
zQKE35?Gf?d^X_QOOidiUzw-!)71&CwL<TvZi^df2yS|974S2UA`}6L_bilX3w8e-$
zH#MUPq;zI~d^0$_-o$&j{{rovz<oV%0X$CAG+A%A_a!d*fXJAYA9_2QS$fkS!}#Fs
zx~1=Qyn?{J311>toMWt*`64IiJxEMTM$5miPg}j$<)L~h^>rHT(rHgB&fil8q-;Y}
zS6r9%>Ck;H24N*m{UH+K6t6&+2MqR+WYE2R@a9yEt3*n>&w~u$6LsyY^7{K(ReDat
zZ{`Q6#_OU^6fYSbvuK?>9hcAuHYG+HW(x6OZd_sV@SH_QN$Dl9zn!mlXJ4KCkJTNC
z$kirp{u%|;V+EbZfAS$b=h)yGIvG^n>-q|#y3N@h14kDgI@R=IcyneRf(^82*bg+D
z<hZXnN1jBWDdV~pwg-PPR?{2Hu;3xn^U*a7D^)PYELlO+cJ9~i=4gd0A;BcTHypOC
zFHDuJ00kz3C;!FmZZOFO{D5G0ksBa9&7`{FR6%a!&F3|G9s*;z!cdS;6c6magC%1j
zwcf3M^M!qdgfit++pE1;rN&q|5#|)!|GpTZnwvL1-&*o?=^?n_E_Cz$FG2&<W%qk|
z1WOjLUj2w)Xvk0RVxwY^loKG)<zRz9l_Jf={-8e(?@G}IH+3BI9G2o6^N1%0F{R#;
z0-F3_-}TnC(Di5DFRnN&ycg6*4&y-{KbE~?B)9sRNjd$B@yaVtvM;ck$CH4b;<1j$
z2Ww3MtAwi;I7uLAGS4nr5r%WYeg1%`&PN<-e4Lky11;vgc-+At@T&fD={e4;U5q)a
zul@vZ&6K#x^si#yeax)_xuzpp2a<RRbbm3UQB?=g`eWgt`w{?x03M9|=}fsr?p%mE
z881V_Cz5u7S<H&Lxap17f&a0vouRw-fN)4&PTMgg7~n(s-wMGA)Q|>oKU{R-fAt_m
zn=?nW4|Tl^5R>SA1^fGWq#4-BFx}6>pqKnO)1{3QEKqK3q(6QRc4WS-%-Zj@WB2Rt
zWM#BY0R`6@N=~=c;ml1oFS~KTq71W`BG>Hgt!4HxV$Vcqxgaj#XQ<9lrCWrjupAm&
zce%)1*nQ&8VGY!KYKM5t_gdWZkv-`j09TXWGrhj1#`tSBG?FFnPqd?~{eHLL__e5I
z1n-{k2U4`_cwtf8cXi}t4s1k!>})eAsRM{d;2s{kS*}><aygE<Ja*pfnX!rSwX)=C
zVT@t`A5~v=OSugwF$+Ibd{8~otn~`yhY24P0vv)3s`vhrFlIH>01Q9>2d7*6P1^tQ
zPx&?tq3PEw2rK2lxwev(mz{2`Ank*>R{^Hzw?zAS6+w5t1bJUoKjATQ5YumnSpxSI
z%n9<biE`e?-{aNrHpvTX+RtkMFg1>8eS2YNvNrhKSa`-J^Ui(y1s~#mK-JSWA&$?r
zd>_dxoHV40kygaf)|b7Kl|_JfMX)s9W8W7V)zCmKA~!pGE4MLN({1jIAfh96e%-_J
zEG!-v+#TZ3C$;L%ZzMVUp>*7$7lxt*{Wic#)C6<S{ms8k{>A#mTm+m9W#^&`JcNHF
zt(zVmviIZh9|Kk~s%PcN>Q>O9$pSIb5&21c__8n?vD;cHA=6S}`;k}(K@FJ6HY@H+
zGm&4uFiu7kuGzLPEnBJqeqZih3*TWl4=`ZJBgH_X`o{*VQwrE&p7Mb$pVe)8Lj)e?
z5p2w&<OJmiGNL3H`o^ugzgsAGj>?E3+tHLNG5Jiy<`ly$FuQ#!y2jtm)^0d3f_M{h
z+K)IQyL$x)b3>=6^7FsnJ(~*yR4YGr8U4V_&$MmXiv>qa?LyDf7MQyxZA3}$2*xrh
zTDG4xg`(QPWEG16$qe-Ip$q=BL`}+HK^DOljc=8ffgUB;33=RJhuCEbA2IT4f6F85
zx6}D8699SLWzF|&4B1^)IYgQV+6XYL7_6t_b2wKI#5|o-Lpw^5>-Z8SUj;1#ch<@A
z5dgmVdcnza>d$O<Gy;_0<uJXS>vV%C<s?Wp9&yk{Z>(fXzOK2)F-S5OquVe)hmi3k
zUen`iXIp|WgEK?pk;m=p<P)gV<hSgF3cw1xM#LxDU1F8efK$gf@#Kp-X+iP<>9zPc
zZ`qZ|zEPVCJcUSL3eIdi8B6Emt`wKCTbfgh^v>VtC&H5hK<C`ZeFc=tO@lsi<>yP@
z^d@BlI1$h?A|2MX=yV`MiS^y#Ds9LW$1Yj)+OvlIv)f>&mmdTT4T$2cZ-BMY7m>rn
zE~C*Kz0*+4_H}&`avbeW!7>FeY3DSE*a+RBZg(NGb@+Y0;`B!(_TnciRCEJC-=Zo{
zc<8(LD|7qNpIM0Sl+8hUwfzdLtzk!dbC)teUm8J2x6_En=mk&b<44?Fgo0`A=RCuo
zmBSmatJcJErf_4uLv8o3L}1Std{zBG3J(IxmOItN25X4Zn3)eyP0qXp*xe&{em!WF
zE9~H)t@)wC>sBs>hMV8aI)NOkrvMRa4h!B*imCG~y^({*HJLzzlSPd{>-beSOLMIF
z9=#kG9NBoTAX)iUu5nt?Uxh#XWE#fh`|kE@5)RHIW~K2VeX##vw3$|Sg|kNhwGsc4
zy3_Puf(cQ&9~sQt<iZ^^klwC48h!a3NfYcbJY{1d6k~QNi+7K~mpH&-_-5*F*)y?D
z+tc_CO?Ij^T%=(J7cJrr9*{p3y1%jys|L131SBk9X5wW_Iq7;N6;5muRta|c{?&9|
z9lY)KL)PV>Dd|5f`CP>-lh9f+EE^PR(=n1iFCqjSwA1fZ%>g}8yieTp&#+QoUD{I8
z+hI_9z&n;*Zp>``w;&!u!hN}!e<td_h<ba>5R~QPW;fsMpv!YV;!gMKo@n3DX(7Z>
z;9O;ciKg4ZV9AWD0B*7Oo2<*BuR&kVZiazoSxjl<twzOdha)7{$P<G3)RVck3DchK
zUY`cJ3d36{stVL&=H%hH>JU8r?#h}T=w3O>odDNCDM9?ri2wTr0-r_&&B(DN6Q3B-
zDh65tsL9B=9m<&u_#TQM0>-K&4c*ridT{G}-a%bG@+n3GPt<m_c!(_kKSs7eHxt}D
zN9Vl);k*8y3bDg<caY6{7Mxc_4eMWYx}NHXY+R!PtLt<VPymNOW9h!8ZS&?nt{_C5
z?aoT<NzEfMU~Hac(4juBpKuR5gS;!HDwzK_v=X=Mhu(j~B4Hg_N9eqnymeU!WcDp<
z_*pF8_vql*Z)<<p*&s!=3;6->3UtgtTzCiwgTH3hi0Ws262J%DSU3%=dGe=h{lT=j
z^j#moT?EUZ@osxHnY3Sn0GjPqViY3uWZ%F#3_nefs$o-Jsw~yKuAUBT0rd>0w+=7$
z;f}KN;0%ndC=#K3Ad=uiEhEai%Lr0$NJ5R{MPiDusyWn2)zR(C7f^Zgu{Do#)I}!V
zBqfZ1w)t`JL)*x@d?^PLKCp}6j<slZwTLyK7(#AGL9iXt{z2O8fa_taZxKk*a^A_<
z51^wmCesZyNff$aAt=qjD&vPqx$Xq0Q|=%SYRQLnY`SwgV<Hr^q(?t<RJ8#AyXj|Q
z(RDTG-WbRe2n%P@N_WQ4L+bn5&xS{PCU7e}cg+J0KB9(^OO>nVuY_Dt)v|D-J%{r=
z$MxD!ixJ59S(})&7f|1yEtR$+L4r7Bt@m{9C}&^xw|tErK(L5jwXiXJNR5uo-%C!B
zDIwKR&2AiwFB848OtJ-c@Ww%>O3)DBU!nImOj?g}v@F||^Xd1M2stKjz6o%{V(g3~
zui7bDS+C!3?WF4jJVg{0L!mL>xKld``ZfNT+0>wS<buaQYCJ)Zi28qA{dqjp{r3ir
z)4nSuWt$2iqOxV3RzjL0`&J<oO<A&=R#Gt`gcv0xTXtic?7PXnX0k7XVK9tYKEE^F
z@9*#XczplrzUO6TUNiH2o^w5~bDirfy!U}h`_m}I7N(~c+(2S-K4zuk0WIzEBaL#x
z3XXkk`N5JHFIZ|(WRMQ!u4wuWveIuThACv<i{5GrKy40wIPD0N;3N$Ez+tLEte7%k
z%=YNfov_U?%>0CkF}WryiGQf^(|z5NqSelZp?0w9eHFV)E2?5&p8vnuXd6h|ChTXL
zb^Fk&zH*hdP)9^_PWv1jgR&mibA~uxXhr2+c*iI{$X=&TZ$e41y?=A(v0f$afC=1^
zTvXVzOHEurdcpnN-2Tg#?Zb?!pH`MGZNG!J!4zCl*vszD1r>hxrvo6c*(t5HC77xV
zmh_tq`qz37pJu37PQRGa28t}7RhaJbmoy);Ph0;|_gZSSjYqZFyHo_3*g((d+yo&z
zTTXrw$<1!JabBdQCHdX&#Ed{oOMkrtGcWu1v1K7!5{luz{^JuW<AfS|3-eeHQ}IdK
z19O;nkS+XYB<v(zdV2BpPcI{O{|22#7je<GF>?6fr@{JA#xsWAJuAS*FWp+O3u5Vq
zB*A+49{cOw{d{KY$0d*Bj_jbe0Hq#<dEP42cGLAuE=qb5bjrf~HwZkRO8SI^6yVqq
zdR@sT=5_*LV;xul4U=W1_-i2Vedwh*9^l!CVC7|p*BYjk#jMzvrtUrP+snkL+gZ-9
zRB*g-nPf{3rs`PN8O2@R!I?uT+FEnxhpi@pyrlWFw~Twl0=K81%nO=qLbn8JeFeMb
zLAfVye&n@dHt54e0<YTa&EP=dwhf*a?v$hJWYl7GpyKVkvhuiwYg4QVZ^F%uYEHk>
zoL6?bljv+S5Z^Xq{I9a@7OkJr&_Xi=Ht!LnCxoq>+~Snzehu9t(`^VS?N<Ip_oY{3
zw^k%ANgDxh2nOdE^*GV2qZ!)$n6UWmH{3M;E=Ip_Q5R3LnD$YGK37QfGGkfZ_fFkb
zWi>fGaY?CkVG!l~BI`9D(-vhxOg`0UR7~HAXucAzBi1kAzoD`<X97s+(!YeASK0CY
zyN58Y%2_I-GEWT?<1`UV#CaSjYwJgd`!pMdU9e)%O;$Yh)^WvY#84eOYMnF2(q*^R
zUsz6Im~4>gA{9QTGGG9kNXw6ov~MPpu0H6>=G*9b8w42#cb4LcjEZa*x-GhNL~pBV
zY&~=e5)Lxa>kk)cy$rRg!eGTJO!N7Jz!(`<v`uM?V<VXsOL6sV^{8vSo_PS|6ZRX)
zobwH=Lk6<>AF{=wiN0o>T5v`}*?VhW6c@O~ENdLOyFmP|zL$Z#=)ho1D>p(r32%j*
zV4W^_fWg?4_B+%_qlduLb;j~MlX34$!p?mU$8;)WM`wO+%fj`J`%3RVBAlEMEL;>l
zt`(e%x79L@H~Sj<{P*R%d0>J;o!*F+<B)ls14GJ{do{1_9}1%!yNads+M7{drWi8(
zDC{iNI=)ACGvOMqJF_4YIGGr3<{0`DKjrMhLV4^8SW!%;KIhae_X*Vo=XWjp;Uzd(
zw-dz;#n0?z70sWfRF_+YVyn}gP2YM~*>_i;F|I#mk2RxYOI40d+&jDfv#8rV@nypP
z#mTh4>AM-_QYVXXZ1Zc88zPrK-pUpv^b%W`6y=s5?U518vNEh?P-VhV7&wM?0Qt@F
z>~HLrq(Mll^7R|5kjkRzhmj+EFfNhL1u~}rcCJYSN~Jv6#uRWR;%A<y5Qgw*1kE?P
z$XwTnPSE1OQ{}Smsj)93D%nRo!GT{9$D$`O<Ylcm!*X~ym#%s)DuY<Vo`Hrb9*pg$
z=V6EqCMKH}`R@(+z%Fa^qN{QY95z`+jqF-Pp9&hyl4e#jbc-;}%#dsD{z{HX)W6pN
z-=ttlvx@Id>%sYzsL~Tkp{i)uj>x@OomyVCQky@AA?ggHSesH(__AO9@VLhY_hXvx
zx|=eyG7S0GWBlGZAw`IiHqgLoHhC_Plu8#WhhUkun81Q;y^@vyr?1pluYjY?GfcgI
zpKUxuBH_LV8_vMrAh25_`bGbC<37<65L7!@gK@LsAMcVKqo>$*G65$-GvV~;h^aoy
zREe?0Hb9Olbki|ye*Likq-WQii<8?Sx7g4nCFWWemyi?jMAn+=|8f0**$1p7^y*ie
zUf`{G7z*p~6?Zp!LkJ*fZzLlip$zc+@9IvtdXSxfp_Kgalh}!|VdX^ACagKX8vk)t
zyx%q)wGEy|PHH!NHNtsfA<ujhd_c~?r+x->^-$YX2$Yhb%AfF-iI(~t>c4+GD}lKk
z0NNzSpM}5j_dE;pS1Ua@nT27%i~*uGTubmouKjVxq^*mPHcY@7+Mb=$OjunzK$u(l
zi~PeLonnL8FFW<GFAOw-T5yIdh2>vESR@8)fsO$kc*m*#<1&1V-M}!zY{+|{CU8$~
z-GRW3A?}20m|5e!;HUe4T;V*cfj~5!6+`B&JwFZ~iXY}$uKw94^56R8$LVdrh!*A3
z6}!DQ4YI6*cv$&a-xpU!NH|F08=Pn6@KmF=US3m2!qWCLZf`zA1W4(i*76{W5KR~S
zux?UK8@6seg@|CiA=^icBzJPw{m%Q5rJUbQJTRVTqtp~bc|$h6d!{*c@^YPVv`xcr
z=#A~J3uZ(Aoa5bSR7+!5rYzwD7#*6;CH0RU@1%+j=-$;Mn|{Jvd$?C>mM^nQmxlUo
z;5vyw9y2&A4ZREh`WCn^AmSgb(obXCudOj|-I0Qv46SchpJfvUl8^DI7F^qTYOr_{
zl4x4+SW#v&OGT^wl+A%g=CyWN=H-#o26YPB#qM;`Y|j(lKN7O#vFCzddJ7`bhxT%m
zXPZ;eVO8u43h$_Q;mOPsXkC^^d;Do^%ap}OB7Tuli#eDTWcz)lD9T3&icJN7Hgtr}
zVSY*f04++W*}X^3j#8u9uZPcdkaU-X2C}|9RA#<(L5xSR-cIK~zC}a!Vl*cVYFelL
zpQo%3)*<=SwI3(QE>6ZJ%`9GKOv|#Fkuwwf18wAhi_YxDxncQkczB%ayvT}T-c5TT
zAd>DLyYI^;XNLbv`c6@fg?4-9tE5o#0K%f$L4myB`r&{EYuO$dIYnZS=CQ)1eL;k^
zvkh!Z(i*kQykA^^2Sa4G6^}W<gcR;RFL|2C5_2Fl+GDKMfuUSYVV87Np-I{h$fN_^
zyY{kkR1kN(1Zh_5R(~~oNM?&|kqQH^c&I2fI!?nCb+9qfm#Uelf66<;e}w@^H^E~{
z$y4;+kvoNOaB_m-Q@XWzc9y6F+zBlw%g~2$g6GTVQ&+(FMMKjr<hGzXsve0b<N4c=
zrCvIHzZgX$x23-|RvSL7tSO3TWh&YPi=4(*$0{%s*5Yg%1tA$_pURT5T#>wc&o5{x
z6cMa>e5rLZC<*1piq2!*-xy1JgEx|rH~dA~a%?eTa2;Ex+GOF)Ls-KuH(K2A+~pn`
zQIE_oeEwBED&YvKX!r!k0JeIsTPl#5+DQTn4h?Y708JmFId^u}t_Vs`n|t-m6`-M$
zf7ZS3T};vl_Lcc?8Dso86YSEgW#!*EjR4WtJJi;sayyRWkWyWV<aVD|6onbj>bUvd
z+R^oBvYa-{zaFnG>4LGD^q2VRC9nJQEmF4oAghV~UP~DVTkx6hnM$hg3yX_98^!I?
zEfa3t!apBud;R&GD4VLf`n}!d(~YlMqhk9Y-1JKiB?XqKNCf9tKRi#PKSl!}pGoGe
z#MpGIL>+5(e-6USH3(Soc8fN>E3Hw-!g%ZY{TdGp>;Cw7$0Gf)Z#>&3Y|~}oL({)%
z+a~;}Vg$l)7>LSr$q6zQm#T;AE0n3wL8Nm}R_OVjM)~@2=RjBtQQ;a+foogw)=Ns>
zj^HjypAmj&omoGJe;0MQbJ)skpt5}2yU;ksO3DbgI%ymH;|rifD-@*M>6yfJH&mw~
z+f+QDJ>0<kOZF<Bu6fsR!00JEU)#w#YzoW(jk%ydl~d13Sf5X(PHzSYX(Bh{CKvDw
zTqdLwpj=6KwwK+-jUZmw)|<EqCcjH^{rAr~(Zo$JZzk?q;es~U|AmFa|GStC4+Nk~
zdncYEFG$k|C4cUo(w@2c>>Z}yFbA^l<boFalK_XNZv5S`nrpIY0x-}o>4^QAo1*e$
zZBpa!J`q4tgf(@0CBAnNvd`34Eka=|kZHuYOpe{l#O?XE$ck^lISog9qHXZ@^p9t=
zH<qbZ*ybn2kATe<K;)xqY!0szM^b`pg$_S``m_{5%#UmKStXB+yo7?R$Q8*yIC-Y>
z;&!Z}nF|wUD3DbO-kA(XMX;A!GDS>eoHdG82TSH|pFI;igI%nreOOP+9KHy%K~HBL
zqbn1Y!}eg9R^IuCmgFI%xaFR2ke|VFvnw~0Y09+dn(PBD8?YgpUnj9AOMrg9N*H&m
z%MkO=Su7oy$5#7qL-MQ}Z!c``WSfDbXf}`V`^;Muy0`G-S7JV2ok~e96}Yy3z`Nw&
z`;SrqOmWSvop>O2HgzNa%2#&h&5fE9f@16mJ-Z}1gWi1qZE{GXt}lVe4ae2@F}a$U
zB@lcZAHnUhXrvuwQWkW?ANSNL_$Vy)Y9jMki5|pvMH>_E`P-rvMdzr)WpD8jDA)#~
z?Wr&I5qsBzs-gUa8QbgHId6jOpJr$>BaQ68V7u*nwO<4XI3ji-N4-b=T@MwbaLu7*
zZ}U7g_Gli~mK(zjxM>H@jv}`^=_ppiM;{8de)X7{YOkx^8cTRv<~hd5mN)LovT1__
zy@PG8ZPpe0%<$XO0KRpJj0Xe_s`}Y-FVnV@sX^9LtLwt+eicNxDS0w#o8R8fj1CQ&
zltM7O*3Vi_EjuKD%p^1-u3p|04*Fx1UprIWDW&YOcsj=&dzmlCupSDI@mMRv_ljye
z-2VhK`Pu`U1-b#N1b?lOJgiwiUKFhce_KLgC~vT1-Y>l-p4@@)Mi9k)O#KR=Ts<YW
zbUIuNl$2#5NKf-qr#8_(*F;!;)#J<$x@z+wp!!p`n>W>YS*q+-Y;|OZqk7tbgKLoy
zwSqD#Hy~A;Fg;og-Z$JV4q&6@?l(!b$K)ov)|_dZnN<6#ZQ&~z)+RWQU_mXmj6+WN
zTaUCEq6oRj)nF5p)uw=v4pT5fFN<25F&8Ehp`a#~t(Cw(AmmnC%oz^6e)W6b1JYo^
zu|AwVYG{z-Sw&M<iL7mcNN6KJ=C-HDx;2}e8n*fx*C-cl^R+AGXZ!E<5<V-Rki2_|
zKcNrhmn7GX6>h}R?`{60XzF<4?wxt85-xBC1$(q-Fav!X5sbsfe{XT;>}pQ4BBw7=
znCsBdtz0Itj&OQ6yO@>``w@LXV8=AnlgA+zh;l}&{Xa2a>)ZbV#9nA~p`%&Jn}KN$
zxS5Z<7^xSQ45(~1jFOooeN@R*J3R$|MZ|-T|ID`Wv<WWHq>s=ofAPC_7x$Mv-BVrh
zZ?)=4Z{K=2JHKa{(7e`BOLAAj^-Tbv2XnR-6I1F%rdb9iYg$33Mm6UZ7s!zt=p<8C
z;A(wue!1Y~r9VXGiRD&y4B&(^;GtfZJkrLYt|jy@l4+L~r>d|ASS6h`o*S7ph*`gS
zx>&~SJ>E;Vd2(dtC<N~u-a!UcD{|^~ooV+ih12=z*8;pXeMV?yb-@B~GRTBtkI?73
zwC#()$AX!1N1EZ!F<G~uC6gMP?OvKBVy|NJL-dA21z!3_UGv`7G^$M<ai9a*jNurx
z_-1C<J=$j0F1&0N%h`L+d~Q~%T5uL99h7A6ML53kZ&vV3{WKepJQCg5U$w(k$1>mI
z`}gvAttTyZnk}`3jg;!2q8|@YQtvQ{ex2z$TmLC_gpA(mx4-j|L|4J5`(<oog6dqR
z_Q0&i$lWF{+&hd@%t_y7o2`BHv#_?+LD&Z7Ca=bp4jdwKmBrO1s1QIBo0csGnU_(c
zJ8h7(x4-*{k`L)6d-JR^1u+mY2TIxZv**mg*PMK-QVnPBCI7eWc_Itfa>W}tv@AV!
zRt2X<0EPVgo~>}Sb0~8vF^;^GaOEkI)=_*`_MlSA<Rc4fZRaKWelf)mzAb!0l@!^8
zu@)WVQd6{=0QK<kKxm7x`gp2OW%o`8RlN!w<*suF#2RzhKDBWtN-*GDVvwWvN1E^f
z@@__^QG3acFtNr>5(}C>;*t&Hli~8r=s~J6Z{jyat3-@O$9eX|ej`NHo2gstA@9`G
z$dS}zIkD&s$KXj5OUKdSW-6j*acLbl`BVU1MG%;^DSc7rXbX41D52SY=+2nuc!iC3
z6P>h2fU^{Np6s_hr_*FU;AAgHs2g>F!0yVn*;}<g9E4EJPs^vCsE<L{EVSU~V16(K
z)_u`ajWnlkD0n^Mx$+HfjXm<E@Hz?CmydRLZZNUim(cUcNizh;{6)=YYinSXvLCRg
zVRle*G6cT2?hm?qnb_N`hzi+tu!%WbK8jkuF=t(c3Y+^2bKy(Q9O>)w!C26Rygo~(
zVDZXxCE5N>(@V*F^_wCLz<7|8(zyb<xP=<0#JLO$bw*f&zqh^S^c??}tDV;pchG!)
zZ^hvMKbzbz_Q<3zSAA?{=Yrn~w@q6D0>`QP6IHpo0+%t1H@7zJz4Q+di2r*rXbzY8
z?<KjJ<aIq-<Znfr({k}6oZyBl&2F0t93Nur=)y0=n$(<@Hn=waVjjW9m%Ei1E8m!U
z;*xz)If?<W$^5ouO5nJ19JJeBRczV%3Ll>L^RPMvc6yY%>E^bKy%*JfZ><3r@rUhF
zf>E95EXB=szNu9+N%*&;b?&Hh7382Fw;y82hNF3NrzQa_-1O(IXPc!`kfiL48%bd!
zbwMRMdq3|_ZNSkwS@z0r+|FDN&wV_lbUlQPBA_BZethq5Vt~^x2%l9unyuvDFs7@K
zE%ift0yEFYxZ`)}w?`atpQDd(TU;L7dZ9yiGF1N4aJ-=Ws2Wa)oN$KFK`Cf8h7My0
za8aQQB;}8*@%M3`{W^%-ez!V31c^JntX6!l_y%3+7n`A)5O0=hT)*9+zR%@gb%J1&
zhC{u`F`evV{xePxEz`3aZ<U;%@vTRWk_MD(d}?mZSPNn21bj{s<=1C5Gv_?i#&#!2
z?28*k9wyPFZJhC8Buc}II_h}u4%dYK5yA@~rpwlJa+P77RM_y<9{3)MU0oNcl_>|V
zX6LFzAp1yPpMS#nzbH9?!Ol1A&C|<lfS%9PlX(Z&D53FgQeQtkz!EV_4vIBU?H1pA
zBV17VT2Z}7(}Q<mKWbbB5O>1SV_8?VTy0Z>pSubxJ8U%d-%WXua&lYH!a?wD$eR7=
z?CNVk_#Axoe4oa5|B}q8w`hzSGfuhQG|$d~m7<MaaQ^z49^;{)EW^|gYlS|20?RF1
zD}JAyclW9Mwod(ZtI<q7wubY4Jx@5<tp2%t{38xx%2vxsDU8jy&()w`eXwja@jrm8
z&hl9JJrXU>!f;4yB%oiI%CLW3Z^Sc*@RY6Jf?H`PmmJklSIUG*QjIe6qwY4ne=Xxi
z`2!U^!W3MD)ob7#f~_96JpSY&2Ggm|Pra<U=kbn-m4GcO=#fGX-X7s{0+vKZl!vZ`
z9Fh4hHM|>)$1pL=f1oFW609j7b#28(34NM9F$9ICtW)%|PL5z;WoBZL<6B)*je0Rq
z|K<@PzsxG5tOG+VLsLy&zOU~MZ-=A0N5`*9B$-Jx{T(3eD4>zOaWamF<sK&8n!5V7
z93$GBto7Nr{)d+!TZ(dcdd=}o6f~KGe!!oH$JXA!rWY4B>R@Vg1KAt4cBKu=S3cyi
z;b-rK+bqebtIeaB54D7IAp0g&uJC7~koc`9Xg9aMqEB-r?nD&)7Y;xowArDYOB*k_
zS!9ykj)aI%jd4<D<|pp{2o?nZ1ndrRTf?g~#~}L>cYzBk5e@^qmlak7V)qYgt#IG_
z_YS(8ptBnS%$ASbOx!x|SFF3VMBgoD4I^CJCi<>CpE8<E)g1OxKG@Rne_VB%M=;16
z33f#=|9#S=-SG4MP#wc38iv(~{6{dS=xOZuK@36Hi|=>iJps+{i_!H~n=PoF^9|t`
zf~6sFKQ^7prllhNcSi>WBbP->Ny6Uj%9;hQNcr!DJ)$v~9&t@iZr5c2gmVbcPd(ws
ziX)8AZK{DHz1DPBA#hnHmabY2tEj+@jHf<p6p4O8&N*!3dSLGR0(O!5^<g0xB&+#N
zFHR4K_vc})+4!Go|A-2qJ(5XP==lItW`*uZ!l?){J<i|gGZ^`c#TvD;D&lRQ;+%bY
zBF&uxDwDdvmti1a!MBJ6R^*xPA40#(DUclrULU?;7H)mJ00q^6ZR>8M>C$f$iTlik
zuR-fm$AGfWNX<yNR@c<ifTQf+30&)Li*9vLmCMIAl9sETto8ifuQ=6B(<!w!f=s7T
zJ=2wWX_lbgOP2oKBU-BQzhB@dH_)%jv`2lvkC!ZGJwmW88djTa5I2ISJFDDq;L7;d
zJ+z(p9XD+9I=I!TNeKm{k!WXfgcygO)l6KhuNGFVw7mj@2iBw~mP||BA_tj7>nP)|
zAP3VpAuO`Puej3zSWRy}0ktR*$*#Zwh3GYm_@M!%+h0Ro>9ehCeuSu&6GW9}JUK<q
z3Vif>hw9wFhfcynZQ+NY2^)EO81kak5kC#hdgY>I5kkzDeQ{~lnho<OA+-->>&@oJ
z4gyWviM1gwC>*RzIEBa1w_5^eKa^l)ZG{8@Z-V_r4<=L}f1?65PnBKk&=9c$OHz${
z)CbfV$lLE)zh@C}biu=zEleY2z*r{-+1o9CkGyyOXN9ZfAwT=Xn#`^k%m2B)Gmm|#
zqzy39OuTQ`dDZ;rGLDiGieyi&jLvg-M{(6_0iY{rKj^>AN*QB&x3TS?8a96K^dtZu
zw`JL<TQ$ID{1K)~=P!XrB09<GCOsGcR!6yj`?LWp^_Y6qf?0Rwdo@6H<{2=%PDrV}
zH(vAD$7oR6*{i2W!|lEB#=P-!*`nz{tA7J=jnzPE&eECe;1q7TR-7iDa3pJW6m<-3
zjk=<tI!T4EPhu$hR7NP{=;E}ddN08<?E&&m9)|82n)~WSy-o^K`uCis?>B}WZe{qZ
zhj++6>OfUTn`Fn1b|nl^Axouwa#P(JYifa<@^w;aLNstvpRx5&FQ*|aMZp&XJ>A+Q
zt53TU+RVYx@3UDrEevvMp}P2wl%f%`3JBCvnpk?08Bj!PS(h==)Dcd8$&4I&5-rJ<
z&S3|@0P?_Zu9=c&qOaEo(HH(>1;hqEa*2M$2y;2KdJ7mwZI+!fz4G<fleGk~eg@%O
zK~7jbiQL)B&eE0HCZw84W6g-tKe9fE1ShRmDO3Me0D=6`_n5{ee!Y)$>3w<v;ob_)
zTOLKi>4X!TLOMORT~#iOfU#{`;r?b)*_RV{QFbR+tR!w4SQ<f*m@C{rqd(}gvjDF=
z_!p(PZgS2lo9UfB%<V`D!eOCv!DQsf)0t9ShVCxyc+&bw%&M!ohR-|sNRHaEQAQwa
z$|t*8P^YYhaY`(be5-AU1ixUk%qGsS(@J4-`zPy7nwB-@vAxTE59I{3Ke)pof*KV_
zZ>-NRX5@TZZdLH;R#$a6B&c2Dg`|DZNe<m>;&;wOXi?iv+H~V(HCO><-jig$8;6>1
zQg6JdTe}QXM+k<7=6nzqQ=SIQZq{~k`gf2)Ga%qB9Z@@x<6WuxCzk$}x`!QP*<k|m
zfAzRq<9eoqy?m{XHZp~lOhT-(#k$HadMo&{QD?~mQ4b|SViCGEN(xFv4qdnb6T^!P
z1|G-WZhh#9kp+n=w3sHOt|`WDTC$Gzm?~3T7<tg;I2OMJo1uUK!)r>5KWAu9d4{G&
zGw0~yO)^nblso!|#AM%Zn69xM!ep;=uexatjvfw#hKJ~m6OfPfrG308E~%^ZqdzQD
zBbk@hc@{m#94PAA4_y>F_B^QuSk08T*|I@#>+&?-b%~L3Uxx8D&3-7Txb7}m=2eY7
zYWYKs%&baLtVV-)M6}i>mr}KsOI4RowJ^0t4uvaZi=G{!E3>@46G9IvV1PZZt!A7h
zSp+O-+#iH5%eBI4G1ANfS`I`>?BOELw(1I^xpo;+)?XkP_ao!}{>WuVLoq;ZH6$Cz
z*)PxoO@a-Zv4mi&SaqMj3K@sp{*pKjbpO_O=zfB}j$d>3evL!x|6O@E3b16c{+7$4
zMU@hQylMuefYq_cj(Ixl|F-2_|H>AMr_1&(PU$kJAQxY4CugZx$&zsNPi0lvP#1a^
z{DY~|iRm)8&?IiyP8x@?TY^w5Ni5pH>Js{m`PL$)k7+7v$+Wv};^z#f;`AYaYIWUn
zJwKS81cR_gbG!?7tZ*V?^2gq28yGEJw4U^1h>o+%zmk#Qe@O$0q$*)~OmJ|i2|b28
zFa#eCXKyPr#wQoF0y#j}Ps5mJ7y|-=Wv>W>xE2OS4T9}e&*^_(!T(>qXvVPVIO5#~
z^9GN>Qecq7q<^*nNrJIDRkE7gOI2fMYY7Z4pJ(8LF-{m!?T)NRn3->UuhQUd8Z<I@
zxWgR<jUs}PJvy}A$PEWmYsm+%!tPa%%<W(Yq^tK*p(8(a{%c62ifFsSACbD&fNRHL
z99Cqc**O(`{Ww9EmF>~(QWE{C7)rOR=??G;v|-tW2Q1(epGC|y7V1u?;NP?GC(P=L
zi2b>5-+k1;pRl-C%Cd61{e7nS5(KcWHSDXB;hG4o2sXD((&Gt-^PFzI`ui(gh}Cgl
z`#k!&-foct_<ti(4sj!fd^m^++~ZR|H0~jkChpzEbr3+3LVGfop})>SmKB%nuua29
z?&ewZ>SXu6efwM<X=CJk+wYuRxbIDvNb2c1w<EwuhC9#JU}}>#djn?HUQAq1@ZISb
z{AXCz?R5ys@@H2f;ay9p?pVUJ2e-McI-W`Yqg?=PfeRhy<il+>Ul_35!urGIFjNgo
zHgT7)#A`?o7X&_lDk7aOsi<(=|Nq5bITsM`mrb=xTN3t$^)9O~>u@-<X94xAZX(MU
zJG1VwhA?HBX|@jF%(uOpsMb|>RDzU`_4m9iC`V==sqIiFnl4_SS?eendmj_=%^TM2
zOPTx8YqZF@yURN{uISIa3nU$%xcO;zg!?bVahPr&n}Kl9acRdJ?if_nbCI5VDDeTi
zk4Sf_D5Sl;MAHh49CLBIf|hIXECP@nt|8KXMI&rZL~y<G;kkO@p@i#^H*{VYYg{7M
z^(aeCn%@A8!{&@{VYyF5d&|6GZ(ob<oFlRSTvb=^kGH(o=e4<BlPfP5FkPX`7x)S^
zq;6N~f2!W^b252}GLnV8`-GNxub+k?DrY#|nbgbhLoFH7k~`6|N?u07<0!h5b*+q0
zX4<<r2gG080J(lcyoaT|)&tOs=>N2<TFfN_n{}Lpmq9BaPxR_z=CyT~AKc_g$BUTo
z)DZZ+aF*=uiXQb(AbTC&o_(?aWuG>vx3k4JFnBE9WX)GGCIN37|KkSOw)=GDw%M~V
zG4lz$>#s*uvXrbIKuyrUS8F#iN_1nDs$NEvaF1S{n0%UWeEnUPsd>G>5YSY*z5EHf
zL7eEcyy&f#PFP+4T!s{6Y5@pAU;^;`2aGTPC`93gO~#;xw9}2vzx{2BSBDCs*{9#3
zz-EQefXo?%7<F8^7Qu(yzz-L)2RR^O52CLfvef><rKz_Ca;u((;)p?B2$NjwhPTif
zA2g`0@6Eu=r7R;!UnbQ_z06IbFCQx$Z&wT^^!~XHoRw;w5xzBiLgC;=h-h9E_$)mU
zJog>-T~Y?+C=w{fLh%$A%|TiDji1VW(h?22%dR}`kseX;CB897GpjQ0bNawioGeZ$
z@npDuW)Xv#PXZFGvf{=EIlw#X+Lgfp-phZ9`yW(TZe-;t!{oCf>NM@=8{f;W)gwJY
zJVZ~4c#bJg(7^K{vzfxEC(Z>0tUn@Md*8Tx`?ID5b&~6|G7hezW_38S=+{bD)K4v}
zNK?sUsV@AJIU163Kr(IfcIg+FaI@p|Q~2?E-<RJUD=a^{Hond>>5J2xa8k{=Y~U*D
zc?Aegb{1aZ?X~Wku2PieniFm^R~32x?7lv<7?sY78{MlptD>Yu$u0N8DWvLJK+6jK
z$m9_dNeCv|Fzu&j*qyD)irallR{)V<6m%T#%;@<Ua>Fd<vO%rmF%DS@q>MNh!u8qC
zc;07H)oxRAjTa8I%KzT#oihB9n>g$ZRqujxDy3_s3>-50!VyqhvFy1VhMjJ~*xujU
zeEV+TX30PPI?Q=lG>3uR!mmj7#2IN(_(jYv93V6@nz&M7U<jky$E7aGc6pA@EMMWq
zFJfq~7O^#C-#5p)!i5cZ!Y6lXGCi8w(^j;g2-BDdWbHF7=M0!P{ES1~;@qaH*;y}7
z#1{aeK>)WR7>oN%ims{8W#T@JD^1+>Xn9bAl(>_Z?ZeeoNC=tUY=|k?_T@h_RAvOL
zmPjJmwB7#s6KT6qiBoE}4?nNzEp2vbKTpPyW$PP|XBSTxyf)n&gY~|<75FSOt6S*@
z`Q?LpnBos8V!^`hr~^knDR~bkk4S%`GK;~>n5a4sB`ecdD=)0jOFCht6<ksNUgL%>
zkDcpAcHmf`%@BBYp5;@y+%GgZ4fH9P+PY=gzja3M2}4Bu81%;3mAXf;y@7hRp4|5u
ztG@IoZmb;5vRi<^?NnX+Nq;Syy46{w5_H2FV>|o^;XpBik?(M60A43X>-nR>Dr?a)
z%&_?oz)-rw$&DCWsZQ0yho>OnlWaUfrV1FKFDagi?}UMPbV2Pc@AABOZWk^qodiR=
zX_%W(uVkdmbGOMp<>imdatrhKiHx1*8M+By0t`Et())5;o(Q2u>5-FTY0JQ3FC^c(
zio5P*M2R0`4fZw~SK{S+lHcFbE-}?tSITLeqMySQS)KO~lAJX$t#K9yr8|GWEG7KG
zivQ;)4mefvRtWHGs=HmJ_1&=z7(9eY>7zG3Vp3e@Cq%#J<#ifT8co$*V8x=CFNeeW
zoC=2#?(FTUJ8R=^oYQ(qT6b+_5+b0{*iOZ)URkU~4Q!E}dIIdCKBzTbN^C#(J%*TC
zbK0o4xu6pVZSqNiFuxGV@U0i9))9Iv{@G&?ADu7VIuc?G{VTCq>B<Ap6Qp^878n@!
zcdu%{@*i{@7%sV~_DGMa={?j?JwkYLFBrjye4nGllfHadcr816TohOx+vY40orb~w
z$ac9D*3gsoRkH?-nBSLE8Ycp%x>*+#j$a9CPWrGrZB06*9(e{PdreSj0n~Tf&z?}D
zWIgcEH&XkwrW#2aP`YK1mizVEniPY8^LInZzxQAhj$aD4T5#}$`P!?EGPE-g0fob=
zPeKc#TfhQ9Nrr&|JR~Ty3k#uhOW1r-Dn)pP<<!!B>(-XS(5wWJZ;5U_Pd`a47$fCa
z_xx6Ve$xHn%hu}tn!I_2$W7*bC?Zm{43m9q%I%8ljg_EPKXPoWndKuAe21f2DWC3~
zj3lb@q~+ZH|Cd*|RMF;Ksrza$vd?7n_ib<yy&N~i4H~ChMT!d}y@D?s^^8?NsQd{h
z&Sl$rR~1uq;V5MyY0itR_x#3WmCE;GAx7V|$l@c*m(@>S*v4AnZYBHFMc!oxe{W=z
zX44(SxnP*L+Fyw`GK$k|Q9p?u8~vqC0gN>?BL+^@p?Qv78=`;F^D2JS!F9FK*Iymk
zk}uh26uJaJXWiOF7#Kt-D0?~oG#nj5-Y<KT8{))&XD%)O*3WJM^O`!6n@<n>@<2P(
z^rms;vn>@?Ts%-S$6q+=c3ENr4`br9$A59Ukf}gNU$gOCliYksFy=Vs^mt-dS0HtJ
z;@-WD7Z72OmKGqtP=zrXB@S~3zMJ%m0Bp!{Z%w+HMH}|;_+BZroUX<<+_s$&nLDm6
zl&WNcFAVD>0&C!DqEC(UmHy0ZTb7_40OKCRwD%LgHM88-RMijaF#zHcoUA?6EeH93
z=G1~W*g?G$5{)NJzU;X^fXK_4@>F%E5y7e4W&XIR+7ZgG%S^#>PJPbx>g&*{>ca<S
zZOHQv1HX-j7I!?K-9Wy|l(n(ja0QF?M%4&4QQhsPxPAHG?Lja005hnNrM<@&2k@yd
z<hy)E&`5G-6Q({xaWJ^L_c63!Y`?K5N4b)96k4BW4zl}`^;JKlrs1T+ToJED_zF>S
z3@H()<>EB><W(O-rQr3dMG*6p+&(q>jO{MNq<E=IfG-fYbJ83ZJ30{Z4KM9&wT}|j
zLhiP(^hU}eP7=>{vhlt8>YfrD98ul(iH6uES{Uue@4MES_KC!SaUwMfr_01WcEKzs
zW&qwuPtaHXqPnzNcJvgBNF#fg9iutu+#R_MgXafRnfpo~uZBCw2mikOH(t6mWUUk`
z_2iC?CM|>K#R(!EnS_aMk>Y?{q35i~d%@s4kNkVc-%e$hn<+Am@um|3gw&{P%eWSe
z_YrHt=k}D_QC?>@NTk*$p4^jMetqimH_tP4X{urMh_j38=epPN`8xsZ_)68iJr}7L
zuJ4^{21qwdQ@8)3=;1+?qNUx#R^E@bR^PcZ;@K@jfs?2|lnjd$k(Qs!V5pgW*!%N8
z&gA&ZF5ZXvSvpe({}s2hj@-HCfT26C5?32r_+&3tnL)nH!Yy}1rfTR%J~BY%fX!%1
z<_V4Os#>^GD*1>3&jXYGT>Kvq!$<d!f9Bb$<Rrt7DsLGyxyD<&UL9br_6pE8_i6IZ
zR_J%v#i`@SniB!o%Ko<*c$?KFZv<aWpQpKH^Ts;Luh2i5Z{xb{9PTVNZ9qNs;`NsQ
zNhIKOk+_Hc#S?Q@a?>ahKtNeLC2^;S@Cvv79B{PCfzPC%sC#XCQ~YG)7LvM0K}%?W
z3ryad;NOgk6~->t=jLxxi*r0_&NZ>%-hZ4CnfZ&3pnd-Bhf)q21KTGt;&&(Fl-Lu<
zWGI?su?Tw6ftJ<jVPVQdjvZmQW?YC9QISlk!2+6nND|Rt=cUeC^WyAl(<ux~ggD>P
zT#X3YH5Pv1iym^17uyphI<BuXTr9JFZYogSBH1gUZJ427p$$-c3P+LrDQy4G&(@t=
zF!eL84CX%9<A2hb4U(JAKMFvfz^s1cP6Rqgelm{)42)Fkz9xupc8nEnL4YhJTzH2x
zRsRhxW_rw8S-3OFhWO|UL&hme6EcW2|IGn~YM&E2!jBg7qz5WL{(+-Wj%m}Y-}JwY
z2gZEOcy$+UObJQ2MVGx+Vn#Mv$M^RN-*`kN8ju*pl1T=8Kec`?8_*a)P3mk;*`Q4q
zE4bcB4t+6LIfGellwhk^n{-R?&ONg5Q_f$;bfIB)+?t!(pEE5W@$y*vJk1+cqm`0j
zg6y_i$@2Myzi%D%+wYuZHu~42>SJ3~^_9M`vPE<_KK*|2+uVE%iYoNDQ(3cB;Oayf
zD6l$JN9!?;w?m+eRY(`e5bD#6BaAO2y*U{<Dqb~mFWwo^PvErCQN>TiSn0+B%kat9
z+ThAhy0r7joe<S*CZ)P_T#r2Uj+`Dj6BX8|e)Y|8wZE00oK$8DJu@|kW$DrIU5Q^-
zJg<c?OU8HRMCZ$#j9q<qaehZfmH$ebv18G}#6naaCWB;7<ZXZVMq{egq@}h&o7Mm=
z(pQpVf{tOFE?N&%Q$L@RpCpi&d_SU(zkj#CEJ7lBf=w;>Jg3q*A=T>QDGy(*3_1@C
zoc1~yPKvUd63~?17@0;6S<>^<Dg1Kc+_L%#$yB|Y^GNP5u$`$?IH>yqvHIkzj+ye!
zic4eF0#_%Yh+A9oyg{1*(Q%e6>(zXbp|`m#7=*<ERR{Tta!#_KfPz`Yt+eGO8}JJy
zyH;6#J?+z#eo>TvcUY^^3SD|vp6G|H8MU4>pImp3TX71LZ$l@CYSDS{(?xwu>nwKT
z^*$ppltz0hg8&GZ;BNlQ(J@+nrX;z%3qk6)uG0&Svaz~~F-KZY#f4P==(5DE{?Pnh
zh-X|kcB@-u3?DA)ag@SX;652W%@|`jKRrw=fA}r@Uv&e}JCsnwxz4gDxC{c(^qC9%
zBK;y9w(~H|y(z7(cqTQ}KgTJNaPCXi&agj^WzWA^lUlViyyV&Vf_vHs1A9S;HR=qI
zmugTfRFUKG5MwWP@T)r9y$0{Q=k&EDEExW?(=kte%rw$=2QjGT0Sj-PuQ3@*E^Uz`
zR=Q(V6~`*{8leXk5a-+X{UV;MHy@hCdqOnV*I=uwzT;lq4qf{7wKm)3=2kLYHzt>>
z9j9?+n6vYeKM|#fodF8#dZQ`94nL*^A`99eFGitFpDzfGxsxiMiE*mN{gjJgg1~ab
zwy8w3Y$%Y}JAChx*2WU|UZM9q6Lp6zKM~JmKhy^S7fu3UsT;7Cye~jLyW_qrxp|pq
zT$k-(7>9gFtFvfXV2GwRD~a@lABu-U40E+R(f8iC5<eUPW+i`X<otH3I8uR0&}Un@
z8#s=~s_yVZY(c6|W5r!ZV->#zgLqqe8M*#;dFstACHJ@Jzs>sXl;=otvWp(nz%akg
zxxW~!Dn($T83g*2c^iILSQ?E-0vzX?CZdjY8_0@(roeQOvLeIJGkCm<OOA9_$Qk_i
zH`6O(Zc03Re3`AQxmu^APG=diHf9ntE_*79py?yRPgSGNKA6BtVAf7e-Kbp-7ys-l
z9r|S7V^$T$HM46=<H^^;%FG1LP?PR+CHfC{=~%LvL9V#Ld0uRK+eOzn@_va8EDn;e
zUiHpyF_OO*Zu*0X(VnvrKP*vuXN$rDsQQuZt2YdJoOh0x{ULa(m5a32Xyp8iRo|aV
z5lubyEs?Rsi9t9m9d4u#$CoWg*W7~U&}Ru2sYGG9`_8HNuF#R5mYpHBZP!@o;qGy8
zX9NBl<i3whXazK*#E+(U{UnM$MK#{}1`D;C+=6$Tt`z#O1|s&&ydB5cqRh{7yTVIM
z#2ThbDBt-$7t-vqZDCSQ-rwiYqHGGGchb8v+g6s{Haj?u`#-MZy`t5v!cF-{v1Y1<
ziiR(x$|v3<sh##7234lD#-BN54L;L;SbFZ6Q$dQl&f^sJaqT?&)QzSmNsVTD8+~36
z^lv?37is=nzdA}<*HM>8L$PUTF_Ljo|E-ba_iVCp06K2O>QtLePs5tNlFN+s5b9W8
z=GXtQvGp?<HE>D^k3_i#v^HenG!Bh_@>S;jOcE=&r=SjF6y-b6Cv6fk_P*tkKDM0>
zz8oN6N>z;KawwBy)n{HH#_~fHaJq10P1TuSVZqLuo%|K$GO4qjD9pdPk?E4u=$7;V
zQQH3`H*ou3LM>_w(R=9xb+559oirYvbH|+@xy{eW<&dY(R?>hA2?To_UEY187MAi~
ziFY2QX<|KKbILZWH#=`B>wk7JyE@?Px=Q-sY{il8M+PJ|P*_kvst2<>3*Y^CsMfq2
z6UM%mIXzYqaX%4``nno#EH}7CR0!RTrmpAo4$-*2J<tZtmDY?PXE$@DD#+!HCpJ_E
zPWmcSL3d(uK`?mv_XCsILzuq+A2PpPVUdUz5T9rPu#e=3x=aD1<68m>nxFuFZtt)k
z)-t^Q5)ycx3DqmVU0f>0G3yhqtUH4ri=&<fbF2jYZmm9>kh!!p&l-xnog;Jd?Xo6~
z^~d$zlFUH3SifkmOn2+&=HNYVaAmp!QNj(iEg{2O9`u+TzkZ;dG=9ZrJXXn2nYT@W
zy(MG1^TasXA#W`X>1p*S^_XQuV`hg+oOGGu4=w$0v9rk@l6|deVdX84Vdi0`L0zL|
zm|{LmQf|vS-{z{agJb|<rJHCKW;xQJwMGR7@B8hR2x$VXwi%Po`s4f^_8Mx=cZSfT
z;jsGVimaoB;~N|q;g1;D&pD)V$vRs&-GqKE-Dp#x8!rxp@`awKiADBm;XfuiUtUu(
zNuE~;mAwhwl>zgTG{4Fw`&R4QiS9{AO0Udc=eJNFobB0xcSMML)WzPHeJTYYm#F%8
zyqMm2Iwfp|Ay)kvKhBKISe!W=W7vr8!At1YrD6Lk%DP&2D!~*4I@#`5*vUS^Y)9#P
zSwlRYis|wD=*#2CFF)BccbBo8{M7K*ci1R4pOjl{3AK8{ip+QV%O*+sKklRUw%jE#
zFLisoT0Vxgw>3PVe`01L52(3=5rie@H#l{`KnrEFpT1kJ+>O+M+D)6tR84g6xrQhl
zm_vO&)i<qsK)zGA+vDW&!jyYxPUf4gZsS+_4KDfVTd1V94r9f$CfGBE$xf~bAaSoH
z-0xXX_&(N;Mz%$+F^|6W3I=>_bAT#j^7?jC3nBXz<5Js{eQiM4!R5S+%&$-(<4AdV
z2A)Zg2n*?L_0Y#z&ZEtP`b6x6l;xYNJ63%!ZqHRs!+Una1(bv*H;&>0nz+IpF%!wA
zhh-K#Gr24Sx<CBu(BtS0xCN6RY*opa-n{Rj3;g!E_%NKC!%1SiWU){}@(5XP{hKz5
zU~xus_d1zz>f&g&yiq%0{1{GECpYJgA3ABBXH5B3*{#$W^N@E#(+ryW>JNE5%^p|X
z-_fI%|D0DFl~DBFaCg|yx<)6Z(tJqPv|UDaMX+xwhqNbnO}#{xU$X|x&*bKVg+tT9
zOwGsGAS8sxFK|Nk-ZF3TRPkX+MG!T^(KZyguhx7w%vP?ut+Z0*Wl{PVoKp+SLhTcG
zgYD_&zeNDfo=eknljUjBFOy2x3vb=4#^bEB`}*QuTn5G3={rz=I7yK`PriQcpnXlJ
zZNGVMwOfqRwW#*gjgqG1-I4RVas4^1{4vWNsjr<iz9eiIuh83PA9UWooz81&Dke3l
zV_FrHF&npI#<C;zR;<cUHp~W2utMv!ZIdDTu5*&GN|n}YcYGM<KOgEI+*I~^7RAmg
zx3S-Hmw4}*yKm~UX14?>dEq$2g0J)9bA&GiZkm*3^D1S*egELa-QG?Dm_c35f~I@j
ztyc=Mtot?JL#%CGM^6&zFb~w+@|O-HAHC|X8{bq6zjcboyQIg(qP=!zt@i-XHlK&L
zP4=jL{Z5cWtXnW_1rL;U`QFJ%ScZs4ZTr$adHN7@wzm3HKi{9}&vT9@?(yJ8(3X{`
z^??YiVn!z44O=yVH(|-nX{4Ju5(5D?gexEWPuZ&!SR4X)q$=)uBmT0HJg#i%QIG?J
zSU?FcIeZJ~P@6@4R;p5voN|pRV(n>IPx{s!oCmMYdAAfT6)Y1LX89}xd^eR1(2_7r
zkBleWbNg;kk1kkiC(LkMTV{+EZ{{T6?DJUTkJUkoqdQ*PNegWM9qyD3!;DZv^*18}
zP4qORG`+_?BUl^#YTUy4oG}xLeQ;in40-F^<-5B)Zegk)!IJ-4clu+;5#@k+;aUHL
zl=jH5E=Sdj*pv8VlHUg~Kbp?ncpD4m%%XxQ06*5+(<iZ*t*qDaE3N@lf?cKgHwAVP
z@>I*2h0m+(LXAyrE=$Jwti~A9kgTEDzeA#QOI#1$O+eWkV<Grg+O-^$*=GIF>2&Hc
zdD61{BlgR~fuwJRacyral6b_G{FpQ6c~zbLS4j<SdInW~WYay^wWnR&u25F`e?+-b
zWoOF)*bOKr?(vORf>T;E{^xL<h(h8%q|stz$QYgSAi@5@b~$h)$dg;>Tyy7c9hzQ5
zl3v<B`Xm&PJQCb4=8na%+%gR}?>pj97==7dyB7JaPh{jTQA8t7+cphiT(6FFxb9zn
zZU>Ao)7sCMQ>u@a?A!F;wgUL56R`$7w%|<eCAJ@8ZQ+?%A%V^e?p*tL6mgKQ$m}=x
z!a$sL6?DPPx8FzvFt2v%c<`h=-gXXtJ?SjzPqI4WDX{vz&Bf;`bBXa=ozssh8GByw
z>CTJ$9Jc!AxcOYtA)!g3fuRUwLu93KOo1f-ao-}CD)mt+wrOk4&r%E}8BNp=JF2A3
z3dPlnd-uJ+eyp|quFNqoOtO@36$SS6uqF5cO~e{^<(WcR_m?SZjW^}s=aoY<rs}bC
zp(3v5r*<FuBMP{}BV+ZnS`d)P=^&|a?w5WgZ`6U6Y!3DY|J=+}HExGCY{yR{SqE1M
zd_Q;*cu2o)qGRY&W>=%{Rl)NEN=B<{vEhXiXMak>0I=v}vu`yW<`E~c>@NpN?P$j5
zg{Tt~ay`8D!vypn;K*W7X!-eyzM>#CM1BgKXS2^-Aphq*__DjH5<}PplS`G<NZaVL
zrTjQ%@fc*yH0tY6*Qwf)NMekT<BWx`*Ev4XT@Ix&;|!zD4x?kOMxvSzHOQ0N<>c)x
z^#V`Nv0DX{DdYX7s;&-p!Xc>quij58x6!3vSJi91eq*qJ9@Z%r&9Hy`I~<*RdF{_|
ziA#g>?nCV1#aiHfW*C=`I+|e4p%Xm&Z+8cp1i`5w>M=UQ;-|olWjNxRe(33ucRuM)
zWiGI-4xe+z&L`+X1UgA%ER>YTDwMxpi&aL;O?mUC4ygL_^e->?r!AstZ3aa|LhCT=
z>n{kmN6IRD%|VYsN5n5}6TW2A8@6&E>sC(FvAKnOJJrmJ`1Ws+f!NK3ar=I6uFui6
z4-{Sc`zow-=SJU#(AG!xEbo|&hb77zP2R>*t*|HUZD%BbaUY7CGT#X9&eimNYEl?C
zNj<eo3?HbSxO;y&4CdLS!O4Gc$oo$Tzc23lIjQnoj4RL>DfQ;hLur^_GZ%#ZuwMd8
z^Mp-JJEP(of65E<bjCboyF{Af8GS~B=#}*HUlWr*eI2M{q)EeqUvuhbM+eJAOvg%b
ze(tHe1#p*~%>QI1qXp~5pAau7o%)}E7e3F~1?Mpj7HOkt4>q*3L6`mbF`lu@Sc+AC
zAbq<|p52@&L)SSg_2{SNNOtE_&@R`e1*wRgA%c7_+pynsDqb&&w+%_3u?`g3RWJ6Z
zndd&1Q4*|az;_P$^CD;RL%3JLLHp}r2lZbQo^0Frn;<Tazm=1=r=74c_5v?qJ~<oz
zPEc&{=2VLVOjcXQWMm`<x$O=l`b^&5U5p%JME<D$S!`l=>T@gaiIb$&$X<aIeZD_R
zoi)Ty-RD&6Ud=s-u~{dJXgwOgMkB%*S91Km?A2F=AZg1jjW}r@D|ieV&$_CAe+)J2
zzIm5{qmln4g-b&~pY-ZzwS}!H03IryNH>39pkmR0esu2Vun8j}*mW%s?pkFB^#c0a
z=a%sY_Gt~K|5oZym^6Pi8CcFBMY9t4%lGvBqp|_lWZ}rMF=2^>O1BVp-iwnl>NJSY
z3(U%hD<$1_2jMTP8P<T5&k_k$azOX03t&M!oGJCVWelhc#RLyNIB!Z5D&t)dtDzK5
zDbi_N9*ZJVc6ra4a1dw;j9gMA(x)sv&goR(dWU_aH93{sJq}P)O72Bs|Bvg!*96r0
z6?Vn45$-ZHobpjL`5y+a9n-DzHZtji)O_wsTnB{?jk&}jm~4z-F8Yi`q0Gt&a?7e?
z|GT2EDYzcD;LT%6JOvgLAQbnAHQ+qu1E#8|=QwM85e;sS7DW^6`{@eF99t4m+2v{<
z5GelaAb7GT?okK+z{|-ojIq#(_#Rl;D`mH5D!hb6GpsE*PrJ)X*9KJ^tc)FXxi8nE
z<T!1F{eRP+f}Ph4yW>Bn6Ybv~tOU!b(8za{#`AQ{CyWzxFTri27`$|K;tDjn&X|^+
z2FDA8^}l;K7F&G_wfa<!)5a>d+oEXve~*i5oGw5RG?D<69E#fIPslDCBy)b;H<LjI
zsDx{v6Q9eBI_#)f3Z?EN&D2LllyK#wS?V0BXVf&XZHDb1C%I8py1i%ASE7<Z=Zung
zKt=XX(aGd>pY&H89VgV(qrSPb3pIy2A3a5(Pa>ZJH0dDRct;CEs^1(BoBmL-ntA=d
zrnaw9uP$FIO<B!Sw-gF3zELlMnKWyrnl#kKRjLul5RSypXP7I?$Z2-+E3V>QFd1^>
z7Wz=<&N+~e@GxRLd%r#A=XLN%+~uTHpSU*!TIPi99_WA$4)m~4#drW)8m2>ThM|xY
zDE5AN0c7aU%<J!c<9OCYo~e|!@+vdJdZIT+lyxM)iPhxluQAFBtkWKGm&c;*%*+0X
zL?Ks9J%O=e$&;wAG3u*tJgg!bu@+h1ct>rQ61QhPYvZK>1del@E?or3ux<YkAP7t)
z3*ypCXi^oye&Ids-`<Oef4$N^g{oNnP5wpt{4;70IgxBf{-x4*fQei6s8u%#np@DR
z&}O`uG4H4&z!x9zD`G8l*e+7>$?31%XY|mxHLUej^N>6veSzTnxS@=!{_d0i(q+7+
z#ix=e87O4U-_CHe%q~abElzKmP{G-|omdd@aDMUk4P`Qbiod%lR+O~dd;6GOy98)B
z%&fwbTkJkn=s~F|*B!5Kc!C<Bt8%g7_Z4>rLvrFAuo`X;_Yl;2p9*ri*0Yz-&^Gu_
zXOIjqLohF{xS9H<5n~<TK)ipXeml!s#B&UJv~OLLrgn6^A2Mu_&1G$APiPONAMFW4
zX|HG7?yg%ia1JdmQTb;;BtyP7d%6rW%5!)Y*C!%0Oam<l$^ZW1+_xAqc4S6Df7|H7
z!u;@+3~S-oWKk-*9#^mc^B)jo0e8XSwjT5<hhNuS?Gf4XK*xcBA;Th<m9vmh-)vac
zjzl~0nlc&M!2Wvt(S0T6YWz8DEvSkzAYF~)Rp=X5?tj9>th5y-Y~!6_`A?ll7rk7A
z<TtD;dH>;oaVU+#^p)m|y2uF_;-MT*g*}f0POY<?l1+7fRN5-^z@2v5yP7nA;Rm5f
zZat^a5vaZoF*x`u_=$M(FyrAHO{S~=IvLk*;E$B=c#%$`Dj#PRRfy<=zV$H^x&-S{
zvnw{Jmf5$QO9yF<U@br@h1gt(7Iu)~<FulO7{MilgS3)$J3uQN2xgF(`o9Ztry`-^
z`3hOUUqvVMSXDy^no%#rqKV8#TDLD-+stKYY$TFtZRgn&U<0FMtSz*Qrr3Aqf2=Ws
z4~}7~2y`b;hs#ahX>cDcon((vw$=;3JL^`;3&R`47S1>J?td3Gi!2D^ra_}})l!6s
zjX@x!epAgkHV)F{0#2*DCF&^i9ER?b2Oa-o8P<CL-e+~-5637#=48=g&lKA_1IEx5
zlO?Ke+Q7LwkMRipIosjL7FjfTgBh!bAytcW{1D1{=JAk5>c*IeMFy++PzI)Z8vcI*
z<HC_T1_EpK8u_J!8TIBPCjIxngz@i%qW+I-n|q%_=t2+j<P{F%JZ+c0X8~mY9&X<E
z_;Aq9xRp4N54d?FKiem$B*Q!M6v?n%L0DI<*_1@-nRK}LAF>eS<r#Rr@2*>4b6H-f
zeYWVC${(c|3y}&Q0nT0QdU_b`K)rp3zZ;WnkmC_h_&{BaOj5se1*WW*4x%4$6+>;9
zFYG%^o!!Lg&*4Ho;7m{7f`+NI|6q}{;R)qyBG07CKf7mbvueW%a`+|L?Q)nA%7%ma
z&^|e%#rhw&9-m(~ywxtNTnRRJpJlfH^zyBHtj`Ws$CYKNOmF{s*){sCckn*}tsRG^
z@+)#tX36Wa1HOo^D!pCS7iBM;=S+R^z#rA&W7orRK=`q$U+N|43MfjXx$F&-=o<@S
zoAqwhiK7M@vc21H+-=gDS?)!Nx7nYo@^)IA_Hu8%-5f{5q^G5B;*}~b=R4*c|L)Cl
ziBV^o?TNS~0Fq``uRBQcD`{~~nI*!vPE>FZG7zQzKlZ-+tBEe`78MmxL7D}Hh=3p>
zNSBtNf=Cmjca$PUAkw506%-Hw=^!OYl`cg(M0zLErH0-i^gx>T#P_@RPq;sQYq1u|
zWHK|EIp;Y~+j|p`JYK7Pin~oWQjI{JVOTSX;T28bsKh-oX@N4JR@=fNMA#BNp!|bT
zm3m4hH^;iCJ$J<b*#lT7N2M|2gA#{Nm3Y189W9ngiX0;ee#*f9(SDl^c4yaHlUh!h
zmd2k?7t{g~osd}6XGAgAs;W#9guzb46ew?kGm_{($S4poSG9Iw++=Rwr^q%0bKL{E
z&&VC2pNLX0MOsIT-|0mhEP1&vx!M)mD?2;e9abJQ)$$FMhbzAEb0*yLeZJimvukJ6
zJ9+y%0xiW+N9tSCT!aQ5;daWJ@x1R3l;;~1qB{`>a3!AJoLu7aQM6gj$btGp{3fo`
zT@*!dueqB%mDKJ)ehjJs4eM4GeY@kkXN|pXxa~>kr>}AMcsWG?Wu+aZ76^lTt)IS1
z3b7o4dB8=C(zmAT<nX^4iylLNOqJL!Za1ek&OtIvu)~Hsar1?Xgn*9xGm(pU+{fkZ
z=`81rwc6=E#DNH+pr}To$V*pS?Fc^KzCq%~>^wX2Z?mbQ#Jr2hL^BCq`VF5e*PG1&
z-_nuOvU+V9vLh8X{eWB}B@5WF-6pRdlsog=E+25GvV=cbMi5>epnl#}Tf|K{?LkL@
z*dm4y<D;#!<-oI)j^ssBh*cc#q#BI<Yd@yJimCe;mJ#HJE)U8g+Rvtt%Sc@-Ss}KI
z1s=@mydj&GH6=q%jz4Lj3%lyvfN{OtJ-vrZt7oqga1QN{`FHXh5G82{vS=BS_4B1f
zP}P;WaL0H@bfVqQy%>{e2YQ#k|Lz_?z1)Ig&e;-hCxB=r>=bBK+fi!Y?q19Z7LrBd
zR-dK|MlZtPFwotx*^N9gv1YWmH*I1H-H%c#y4}mxy9dd<RKI@eVH-$IM{i&@bni(a
zSPkF<3(*|~3uhyV!aKYv?p|54gaxHBqk-7oe2BbW*-#s&*8jAJsJ~_B`*GTdg4BO{
z@CCRKG(<3>Q)5nW{gaqJqX?^bP}@BXn(nAfFqC<%LRBm_txlz_Zqa5lhQa~4mbYS(
z8Kf?%aJ!5rmA}uJNKb`!FL=eA$VDxr(e0UJl>)5aQ+DsRC38;Lh~}9#ioeo6A~Y~A
zB-)KJde@m<!oE-o1)c3D<Sz;ON}gUYvx$q%`3Vx}8ndQ)y}rHT63P_u&%-q9Bg-~_
z!9gczXOR&s4(M$c*1p^P3J-OFk77sen$SlI-AME&T{=lQg}`Y)@^Cz-P0x0wE$Ak_
zbKLbgV)!e!=d(LS+QPQ7YrE5;3FS%#HOXxqMWp<%nSHgahd#h$ShPna-KlZ+qIZA7
z#I_IziwEZUt$i*NH*9~P=Jqg8{@G|nmF&CmoVx=xc7s(NOFqCZ8{T}TeYWR}$#`K{
zC9xc%H^cp6+B1(@BdX-Jgc7f0sEwBuaHxkViQj$ZKxKU9f_9K`s-15&`?_^V;3I;B
z3+M^@(3iP|TIYyWHptVVH+vO>A#~p9%?-9o{VBk2i}p#tY$+M|NT;-K#HctC7I&cw
zppqG3qh00t9r@5#?6<!yv5RDRtC<`4F`|3P7#7ej&lOL~BRT?y8_~S^Xd?<<mm(V&
z1|{S1dBbv1P`O9rGG)8wP5RPrVo$ea$%Y)Z`(c;#>pzC2x#(oM4v6`5$m&EHt(IV`
zz=&|pNi_MCl`ZWi=zX@yd`zZII{q_kmUoo<D_RKydI3=JyZY3^Y$@U|x?B(ymW{K<
zazf2tWa<}3J9e-|Rm0Vv#bI)rQBsBeK*<S2YuqXuie-Y!FFR$+Nf<KBnCp`EUgi(a
zelF57;Xs#P%#LPq<!;@>J;kyG0&-nKE5|THx;%1U=@%x#14C1%3io&=(-4j&M^hsS
zJl<}?5aathR}>-%xwE0@(?tJm)6|j-^G9OQ+54$56uW!fqb7))`GwqBJT5?}PR`vq
z?bV@>1Xy2PyzUf9<arIGtw0!vE~MlJj6f>a_S{V~knxY$QZ^a>5xkO-pppt$u6!>S
z+o7I&-G!&^S}Bb!{wvokS2N`2Xf3CJ;%q#QnY;-lMxqjxI9D2D$Zm*fP>gN3V_)(?
z+*QZ_i|-{;V&)Dyz>VZexV9-Xh(Pl6IM*Sz>5d(ooZ0BR@e>`31wPb3!TNBZU6$j@
zt`jq0Gw_07@1P9}C{7wx``DkHLUP-v(Ig{^$h8$ui{mD!#g_Jf8C!gGvILZZnlBzz
zELw%bDvaSEKJnqoA_3U~@|B6P$efJ}bN97-A~s<gULov|@m=6$1dK&alAAg1E9?%?
zqSmwVpA3`pWB{>0vv1CN&c@hw?X&H(@5So**GX2iX7#sgg2$tmpqW8dcL-f8(yFws
zXNh}hw9r4Pv1;_@E%><Jn|q|LK6&4>vk_O@vwT&fMwG^`V-04P-#8kOXa=492VY$~
zPFn9@v1Dp)7=J6}Rj14?ddzSNERiZyD|fTK()ajIHaE2H0q5FK{yO_|u=^FbZ15(6
zGG6$r<<~i@BR74~$9775*G<X!b2Ls8Mn<~tu1m)UFCi$5R1JKms>-|${mG>#TROQ~
zca`Ni{P9ku@nl3QK)X}?rxVkL*j<#DJd^sl8s(A|k^88l$IAqL<T5IrOrmm+`we8y
zJAoZ~u@~Q+Mz1a_Of6|{4;V(Pv1#<_EMu%xN+Mj@T~zJl#sKu*JmoUkQr%vYHy2c>
z*k|gF`A$LE`A5c0_fK#GTY$uOGLs2uGy`N{k#Ke;^WH<}7;IkAd8IzoJS&NqPdTL$
z-;uh?1PZEL0}Ce?D}&t%U-))N$hx_l;2}q3*J&v)@RD|PQhpsX%v}z(*`6*uRF|NQ
zQilC0jH<fE!Lfr5UV4Jd*}`D^pUZ@)woA9g+VD)qh3^|MoEt*f3vEn{-4)z;3Hp&@
zTrPR1L&wSH)%f0bTUP0_7INgFNv{hu#AS>@waK{<M;;f#8TaZazxe5h=RIbb(KkVK
zzIo`F=sJn69uaVi1{k<q<Z#iQ3L8|&{({ET=(ht;uG6#$9;x@D5nJ;alOcH@9^EA>
z1HX);YxTn;>yNhGsG*#{RB$q(z<x+VN6jax6GJwV*1zB#&(Bg|UE4<qn5&tq$F3N%
zU81!|?)GBHUzN>1UYnX+@{XLW;UaIYdk;3W37#>|3<owGvRn-Ly6kJW8?$sw);PA^
zcQF~$S>*nBl^J+_rldhBqGInIb%HhEZz$I1O<TSTD@4OY^S(jWJMi<3hjuSs9HNA_
z^w$%tEq4oajwAXI<A}NNq+HKRGGljj|HejxN8zhMm;0->zCvlM8uMrlJG@*d>d+TU
zsml)Ac980hqzJN}s!cT#NLg<Op<C!w<vW+&;vz0K=XhE^s!F}zFTn$6GfFHw9wp_-
zzJP@L^SxqNt{odkMKZ*jI;UHpQ#T6+t{H;nqj;^{i{Vdgt-vgG#$t@}9(N3t4L+~?
z8SRTa90+B*3eU)@j9Voa0?2dvFWZMm=n=SEJP-9=zNvx6kW&0%p2(TXPj|_kzS!Ag
zjCF4gz9oXxb+A3mB)g#~F-AJ+sc*I&560b@v9)I#Noe&|Zuff013j;!PZ}%{3_A<~
z3)=^qZL#ha(RPU4Hf5%IHh1U`-ve)k^Jp||+-AnXLjv^XN87%3sCx%RaFUfl*dO}6
z_`~ly6ywHPK4?xC-J{=`z81nH2UtxTyzAtWU`o1jKY2**w~sNr+j`H2nYE{(N2FAk
zeKqvTO5}=nY<}-`+7j8o2wd!f<?E;U<hr^hWR2fd$<1Rn#P@9(6v?A5N@c;&7?`G}
zg*TXO%}tfdB!FPt1hloJY?U!<I9QE?&ZV3V+C2JNV7|+r4m<-{+<=!VC~96j%#uMK
z@tI~PdGUl{0*d_mi5%8eyA()D&`*%|YyOpksxKRKD?ZITA(*`j^AdkSikrcb{H>)X
zNmdk4xW4grU;OteBc7ivt9$M2-Ui;XAJq<?yxeQ>D0&wMAUX`=(Sp2Z=k4lJ*eI6n
zaWFArM?VDgjFI_Q{EbP+4G6rQVVjap#BfBA5oTgPREk4mrl_hc+$S{`xB4#L^}=UZ
z9q4<IPop~=Ka3SUzW9{lSUG8)@#`{rSi2C$Cn7p%Hc)v?>y~OwW$*BQ(HG=VIo@)4
zyq_Q&W>JAA&?en1_%3uP#^;{I-D0jJk|{^e$;E*yb)Ecg7nXJ^VjYFzxe1_)h05&`
zTWnF*<wWWv3YbPY*JTNQ>+b%ECGX-E<7>25<x#L{-pRu1^Wo7Cc65s>FC$N1f9n=6
zRC@OynB(%CMzB#)g!_VDG!8D$e)fZ}4JnUo0($FXO@4V>PPT2s!&a6~Eg`P2a|r$z
z^6izzk{JB1|8h&E-AUe)9CN=qxCz!KjM6=hPH|G^2-(UthlEqQ2N6D6YS!{onZpkn
zAV5%!mfLqdVcE<f5usicey(20A9VHZ_4k~uG4@2O)cpWHI{1zZ@!>$Zql%$mlphfB
z*~>_vhc{!G_KO)zmClYIDiQrH!8hs*iO>460+ha2zNJ&`#21A}2wehj&A28J)KSlR
z&W52{)g_hc!<cR2aU3}lmp9Pzh>&r;lB|tA$^OlNu~eZs$dM9udQO82__Tx85Bhuj
zUL2ZxlkJya`Xxe9prJGTd5PgP!|_T?zHT*-+pvQpl4R}pF>8}5$7^m%nr&b1JyUF-
z({kGYJd%;`kY>u>6$j-U0@gP!R^)x~H<cwQp*AjZA!R+v{rG9si!J4!>q7pDdF364
zh(Q&(zy<rfK^kxew${^G&vHld%xRP@j~VKIw^+2iJ4=R%`XcuFQdB&6lVua86oDHi
zWKU04A#YXqZ?zPvz+JiOkUSR4uGZHgGl2;XTff@BC@3x!a!aAYwmsg&HNVRtckdF1
zl{;zDeYp2q(r`+9V1Z;eoEOOWd78cd4m=1fM7V|3gbO6P8s}jb$B$GSE8|^>sS4tF
z9&yV(Gk?o%jdtm&oKJO+3SPy#=8Ov>y}|HoGz*iqxAnOUrSXiqz}!xT)J7?I5;tRq
zxh)WnQ%|9Q<!(0e1!XLk5?cl^_U%y|4*)EK>Q%gpMyUdToP}3>?inMFVb(pyi*mo4
zYrycwAiSF>s#0r>;_1N>s<}z?zzA&V<X-#)TzT0j2hyD15pJX;u~hJpOA;Bh63ehL
zL9@={fpwR=bW*JPPyey=&`?;=X;+JDB&0($*%ZLd7LHf7b1nJH2ch3d2{79!n^~cd
zf|*n-B5(_d`~3tojSbX`k$*T3XZ~0rZG2pAMzZ+chUcx8W%br=WB0fUb(KEI=2f|W
zvS~%I``$bBzdCaF#(SGxM&P|nwzK>27ndvbS=joS<y9VhI})0^X7zDhbB}oohVNKk
zF4-9cn1Af;T=Y{kesb<F)zEPg<RyNufw=)$=gy{0k^Rl-%c|1BJ&hE!`N)UsBvb--
zX1<W6Kdf=fbS|3gO-YvPJaAEc1$urmkUe7*ea|q9FD~pKDk?1t8%Zfek0WkE(LdX9
z>(-|C7NjFSOtUs1LO7Uz5)R?6sGcH~Vdk464&(&rwLg9V&C(`_4L#w=8aYm;Ou)sU
zW!<ue2w^Bw0It4ES!6nljx6i>Q5`ZT`Ehv<wzyQC)|U&(gPg3>JtUn~P2t5{%W`i_
zcAdmGK`#E;I3}z7p@+BNTR)Fnrlkg8voR8$>Ikc_!-M<a>(xMb<}t8^B$-5j{#@wq
zLEjfSCSyu43hD5vG&+1+y`6YWWIIqy!lZS8RnB<iz!cJga0+;aD9a#q@|{{^IPa@C
z2p7oEfZ<|Jxa#gWW{&K7xt#!GD%{;vrHMR;Z(Fkp1Fd=u5w>TmeC3XcPcNp_F?Tl1
z+u&9X-+F&Qf1dezn`?LaJ3|tg(+rG;_T2{}Aa|+;L}ow2F574v#cG@(1cJ&@<`7<(
zsNv_5YW~OUtt_H#ge`VK%e2vw&;q70$Q5vP6Ct2zqcprw5;cf(0v6HDM-!S^HbQ)W
zcm;=zL6*UOZYP?Lkj>*uS#W3GNCLV6WY0X=e^Nw=r(CVzWq#_v@U9PnT5yMqo!nT(
zU)`g1R|}?%I#Ll>zAA|Dv>lLN5>J>XxaMp>dku}*ZVM>Jtd`W_(0{2MR;n(E3w^}L
zc6Bb9qR@)Jjw4#2R1H5+$Ji7J^)hV#Yq`B&(^OH8k~rKT=-~-{H*P|_^RwDewv!|D
z-7Ye$fz4nAx9bHarGMzVEhK#do9&<-29rMHeR{dc^y(m44qU=r@Dygl-({n@(67pt
z3yxI}gYtaEj_hU$NkUV<ka!UwB^Feqz8&8jEkq1>k$)#)TdK|o*=XLEKLs<@QIkQk
zYJjHRJX~0;%oUvE*8+_5bY-qei`hcln`sZCpDBz~mh<$|ITOJb0f;T!h(Y4swVO#3
zj{(y?C<1<0jTvJ+28?u_chcQ84Q}}%U8Lue-?zdrsKmuiL-ntW>0UyFPWFW&sXOm@
z#}Ug&@;lS=Pge0lvYkd9t%**%kH{tK;+(sY_1!(ly5n_g-5ZN{NF@-QyJ)e?kb}08
zA0;6W?k?z1E+9unA2^Sg4J;kr?)Bmts4}Q#z>uW}>65cr>;I%S&foxTHNNk`IVJoa
zOaz_f1>`l7$OEIPTqCkPURk!=vI82s{#y;DtPGKhHVdis+v{!jCjGHW)w}COtWorO
z%Cjh1&+rMu{+R%kI@Jg%m{%Fe)NV8K>GJ-AZD+x6+j{ZW!PPK94%}QPTan3#%0*zj
z#a9Z6qO-mHOG{E1-)VCk-v=!=n?)1Md0%ISgoxR0P@E$tj#>%RUMcU9K~f)8%c5cO
zD3FMJGgM#Q-(%AdFh^q~MsBVnz;-$pI+ZHvEo%SRqX0yv3=X1=)zS#3>n(5_H>CfF
z6{RbEvpIodT;l*Kt(Q7=)g`ittg*G=kuj0BD8{q|I5;B8EOeV$5?OCglFpMNV6U!W
zgS-!sGsVnnMdWKWeqTDlf|HLR-vllsOXSi}`UK1fDtzS4aK#roB&#&rQjw%dkW7sP
zjXBD9ifNxI><U-eg5cQ<^xw|Q9NpUCsOCO|y~Mbd+5$M2byyMdV8tg<fJ^xm$;pc_
z0pH`^#VivdM_G+@MtZQH7NsvRt2Fo^Djy?P4#b8=n_TpYyBr)m3<eh{fzF{siJ8rN
z$h0rnln%&R>?<Iql~CQ^^J02+9PA&7T_cu*sI81-Lva6m`_GuIpCRF%7e2mKh+!Ot
zz77FM@%)wtOb8{8D?yzD8z927s9QInFOdPIHY&Y~;*nqr>(W@d8KT-yS0de?fjoE!
z_bM{%JOjw!<q5>D?d6aK@6;hXDTtAO7wlqMb${Xh*fMFsj^fDG`?6X;LzvmH+g}jH
z2EQa|;OjwbVX|I>lj1h;lhmpvjmwkGNn+`v_ZNIIJ2{PCdp{H(=E0S3fFWC(yC`tL
z5Ln}sU*PH8hmga7pBoqB@@_q1rdJo_L+kZ#M}mcw(Vt_=SS(^0g@ux?rzvmOHbd-c
zDx*{@Ju#%3AJBxL+0AgwG!K;*szoSBulN=47QN&-JhqFK2BL5qDBgsa69<9P^eL63
zhnn^;j`ExIB&AJT5Y{SGN5xH=jp@FR>jrX4#;&38olF5-*zR*ON<YI6L6|DfxMrlA
zIa2xnjNr2XgEa?ZZq8dtl`h*A%S{Ch5sN@sN%QPjD(fypwQ}zUX{qan^tq(_)3;&H
z@{ntQ!1utI;o{iTpVbC8xFouSp9=5#3(Y;QjzXU4lmIDks*PJ8B{dH0^v;5@!zv3Y
zQg>$`2|Al{Q;y0<skylFRy6!fW|AP^sX=zefwxf0qn|U5Ho7Eo(5?ym`>B2?n_W#`
zQl^q!9x(sy#Qih|oiVK5*&yPxBRKEpyNlri9v|ni6dY`OGvd5G^vaL$HatRFfpU{i
ztkWlryp@e;N75JizIesWOsPpPX1bl=eJcyXA{xJ#H!{<<gJdI+aQKn3a%vB`f!Q40
zi-o(9s=HdgG%r+Q?>I=-S*#fhd1WLbyg)^3y|k{+wl*@eBetEbLgq%uEzc=mu=bAV
zi{<ptbYnIRrCgG3qLAb%n@wYh65bRJ^n6b5>ylI~7kLL_1qTu7s@X!&7BChoKYvBC
zOOEV+vWhk#&s({Y_dxGqsj!WZ*nmtYaI$aepNkD|cv#!J>t#nSEpaz+VQflTPahR~
zE#M^zCT_-9Lj9=?Al0ybMVo7a$$|2Veb$RuPE9azZ5BT|_fh5X{m+X1Tt`t@C4*^c
z(y6<-8$d-E$(r!&5NHa91^aW_=|_}ljhW%fZFit~p$vIP{P2TSz@d-YeYW|PAunB3
zs*YiKVoK={E({?j4mXuaO`Vz+(+HV{l>G<?-Ic)mT1|QL*fCL7Dku*?g+_~@!){;d
zko$wU*!Z8eIUl8t%Mm9*ZBYPt_}Ji8zZVI0BDYZiWJ<kJPy&H#aj&ef@?jQ)e?&3>
zhdcfnoEW53@nS>mxPgHvg*g5=fxs~KZzlLKLzib@&55YRHV9!(TCR-2;>9Gn4@D2Y
zq@O(jBc3dt5aoEpv3zKB<Ryu(mzW?QWlY>#5LqHc`f~t=mo~P3<(3?EQDikKtd3R^
zU&Sa}Ih|?_p2IGWeMu2$@;Jq-2+{Erfm}KgZ9;B;YJU@t_x26pX~&G2qD%qV&hd5E
z&P5m~{_Jp65}1!{42FJQP*KnjS+fDv2W-t=$(2Ju{qnfHv{S1eXz%n+`#05GM_+4)
zOoCKOcb;~xs-ftUBFpdFxDAcdA5vOqrDZ{2pal2=lbWK+QN_O&3O_CZuJ=P;<s$B=
z0sJCtHN{dISjBdb>KpIt{bH^Lguu1WT_=!Rpj;XU9-}ZAICQo<OGzK7U7jlWm5nS3
z3VVT=TGK{MC=}*|+P1FvF%pEyeP+Dd8W9U4;)yumeV*+!>}FdAkYpzR0XvP;KMQNT
zLX7)yzorNZZf~K(X9+APR2)@CSV;3Dz-;bf+Thm=nzJX3+NHga*b!az??|v9FaiF-
z%n>K<h-Gj@+4cFdk1LKO2S0!Mc;V)wQ!Vk+r*=$S{JKGE4@mM_Us)#k5(6#=Jt4Im
zT|-#T`JF*O+rxFNn!md2y0GAP<EvvHqMN#?gDYGqiTHHe*Pr({T;O>G>82Z?;M_25
zC0^QYE13<GmXp*a(+QmYUCRa3o|3bbF3iKuBj5(gwjsEIa7`eqINE#-OKaA#HznI&
zON^!RV?(;U75-@|Aw%$Dda`mVV4#8B&d8A%|NB9i4>pZKP2o>DTR>C1@RKObvka2&
z%5&<;{RD0ph*naQpx)=h2l^&9`jyzJo&cPh)N!3;j+yH9UHJ%*VpB-F5c<kiU@nZQ
z;9Sg!2(OIsX;|V-kpCQ2_<nLRrTh}6HURK}JR#-%3V(H95HaF_I07B~an2Kn?_qo=
zn>^C!a1tdbe2WTbcKpD+rAY<$ges+-m{lNzlv04S18=!C1i=g9d>PP0vx+@Z8@Ji0
z`&<M3{Hmp*>z}hwHanv{MyZ33tO}G+0LKp8h}h4zCQ~9nEg9bx@xoF}A0dQ8%E4Yb
zd^!j!UA$`E7eOk|K*rE*MGsZ|8E66Gv6p2|e<E=2dDq|9{vH~~BkIiQ5xS*s!qVR^
zjl10t3y8YO#lT}x8t$zxVY7SIfAIRSHLwC8xZH;|80akAr8@fO$uz4&$>(_<bVP1u
zdM_n!(OqIF$tiTv(6(K%p3E65BzCn0E-h&PnLP+SlFj9cQX!q=b6o@#(}bSq6M#ZW
zw7U8jV0C$X`jo!7kh!ZHd<?mM`bB}bsZ0A5dbVzd8fqR70@h=um=Yqm!NilpT))L2
zOs{V5YP<pY*(r-PSNm6NN=0@xg#!<+)dA2aeFeU;v&&X}?kX_%$zYNn^seB4xx`?M
zhqZACC-3TcFF=SvEqx~4Gu2bOJL*`rYa~wcU&+X7<tldmf)d%Vk8)@`kiB2WEBY|Q
z$d@ivh3rk$AbzcYT-E{U#vyme4ws3>vA4G>I|=bbE||B~&l)!J^q{mIVLrfMVawY(
zWl6y5lQO`kK|unKc9L}WEF*e6G6+g|a%6Oxfkv2gls^cDhJTl!M)yPU)y_~U(;PgS
zbn>UcFvxzL9qztJbV*sWG;1>l(+tpucf%r>9xWj@Ro26A-yoyOsB8m`a7{JBLYQm~
zVjS>FeI}<<N(wG>zIG*uh8V!Q11{w|C|O_s4LTJXvj99xC8C(JG5-?t+(=L*E;z=|
z2T%UuXHadk<DpcB5MhW?`ED5n>RMO*bW^M=+ri>CJZk020&due13eRs2+StP*6br}
zDfNl=wGTeXaV9ZyAp{5mGYAhrS3={#qdwvz!b1&_4xoN{#ICTj3Lpw$sjS()IrH!k
z@3=~VBp_uP2hx<lY!!vGXL?P?p7)4nk|7e-mr8!>AMDC~W$Dvst+^>T6!n0k6SAdj
zrpBKdR0ewtvp`&&$`0X3@`D~Tq2xPX-EPP4L6sniSwJix`(ndEaaw431X86Z+R6!8
z_gx^2^Bn|a=T55pIIBK%f}>-Ql8t*39z*Gb2-pODSgCF-Czw0{N8t%`5T-d%&~Aeu
zUnu5A#S6%O0=QtC!dX-XgnhR69%(d7)!<O~;Q+Y)g9I8rdnKdgsU<=8v;jZ>KHXim
z_<cs&9tEP|3mxX(zo}i-x$giRYqz?pZ-a5WJmgePLMXWil}s)jBShSWqyQWs#~-OD
zI11Z@PVS^5D{*ZE{-v>&Wg4&qKa;fRH}{>6?Uas_c(AvXflROttcZkF#ni|C0x5m&
zFG{?m@_fxD;lstiiZMcEVH~Y07?<xkCaX&U(In3s9~B$%Ml6>?*5*t=+@eQyR8_+d
zM+;;M3@h6O{c#CMGZ>66KUvY)cpRRz9;uZpYPDgqmqEf{?_{LT%s$_Xw!yb#Ti&HN
zH>i&8imJ)bx@Z~x{WzjsIxgR4NgBSpzP3BrcJCk8q~$jckb45Q{@kS}2%z-tr<&=z
zI%#JH`;CRFu988g;eJ8N4QVvMd2xw=U?S)*mEwS*I~Y*B(ygq(Y!O95>UlLpDhy=U
z3Z9t~9kaO2t7?OQo9t8#EpqI#X`VmF5(nEyRg<S6`t;gq8XR`0Mrp)^()X+nOSe0k
z0VswZ!!wS+xR-AyXFpYlo4!~61mz{|i$s91-tgIhMbTq2Z#iO`8_en5i2TzXAWr7|
zi9kssFm5AP1RsBGf$R<ZG|;T(Jp``?u_GKU75d~q0bAV2I<OYR_%QQY05W(GfdT%j
z0ZnU@B7AGk<Q{WRVayeiZ2UL^jUeER95^PU$xINuU1_}NgUw#*(G1|6pm1(Jw@mwU
z9ShqDRsEnx9kdVd9jXb2A}6jfgRJ4y&{)Esu!DsuGHMG13wS%l1cPEAtay``Snl1R
z7ZA%9=MOGB8>_N;mS392J<zlAcz;XirFPv=G#rmhpWWz#{-x3daEqI|_FcIw5wKzR
zV9I$kB0r@D+0DTB6FusE`y_zcPvpkzYRb#{G_*@9C=06b*Mcb}*L-L>!rd?4DK=3Y
zrG9`j5i;yWm`_7J#L{Cx9r~bIsd}%_GOA%#Ms#-V&XYgcH|s|E07~aAjg#-%4*|{7
zGVOn2P6XNbW1;PU^2KEt5lb$8d%v=}7NlwP_D_7fusDJ}a62(z3_Tz%QYlMLvYbF;
zQ+U!YblXgqQ>J0}*Q;O(6r`Q|avTD_Dxhg)JvkwR+FCi;S}KhwNE-rk4Zv8iX>{8Y
z(&AM1yx!+OdEEQ=_DKu{$<WJ?B7en0;x`YKL0RGyltg6<L(4OgzFr_(Q~7(<VhKs>
z$4*)>uOFbO`&O?!^AeW_u%=XnEK4EPrh_EwS8Rh1TqHH3YUDlyyE`eBz!s5Yg^aO3
zK#u{<yHJ?hsL+l~kN{t{1U~sQt-N3#K??=-pPhPz-8u!=AcTX@ysoytqL1#Bj8;9S
z_Se8cHHaaGDjDKNOt*SbYilW|zJ$NB@9YN<{iW)8S0lkiw`wq<&b+yw-aZjknabAA
zmiGzkTE9@F{2;?xCr1(+m8avNY6B_ubUJsGxyQ&+k)=JhVlj+n9)U89n~6o-r2G<n
zb=g&3z(E+Z%?5-lUSqdkDv;*j#VV=(z<75o#2I10+C|-+G_#b4T;omxvne&gSP4c!
z#+`RXSOZV?dX8ihiZN$0)qd@xKbVcr$z7lvBNhIaijMdg*><1`1AgVbR3plY;tGWW
zQcd8_!Np%)Cs8`$H11M%HYc-UKSd%&<lOpuLBsUSb@Z8@TJ#yuYFM~UQDsCZ*mR|i
zOZYF<4_^!9-uO>)e+CC2;bd470@f;so7}R~h7}T8>?dVBHbua8|68jf#Wb$uVD@r{
zdhIldm&uRsTzKXtAcqXoCL7lCy<~|uM-#(h*@BBjJZm7wFAtpC2mHWynVThSNM)@c
z$P}2aF!-ubykxN*76}s9N4Zc^J~0+y06LF_)_RKY)2Ig6q#T6uo*^GVCIW+6u33?q
zfpf8;H$4s*ToY<Uz?=(=Hc%ujX7r<#LB_GO-zsEoN(GoJ&HaXwOYRljA@i?R{7Ly)
zLXMX#wrmkiO~^NB-~a|^$2`)iB`PAe<m|yKB#{@y7=u2?cF#JQq!M!-=Tjoc^(za(
zuA*rbN68@s5MkFA)PEAvYDKpMLrBK;9Ia<^coFkpQp8=GuHo<GaZ|`#c=5+%J(aUQ
z!V11P8f$z#mu(<@!S5T8Z?1eZqKB1b-DS>oU3u{+=CHHeZI_!g<u!bDlrA}kVb(Zt
zUxRH7HHk6T{xS-}4AJ)9+`V@EF3cFpu?`tGQm;z|F;o;v>zjSaZz8^4lGfh4)$I!F
zQji~&k|W?`0Mx%VPH7$4akgPg4r%9-Bnzo*>XWZg+!pE(M|LXZGC=dd7Lcw<h2%LS
z59X>IAd9*+^dHwaWfcV&zsC{sOh7dRe5gVd4%S#Y3Y`?4G$@}{Zkbg)ck;uxzJpAr
z4H4JBF2Rm%%zFmY{f9TZwy;J6=^T^UWXn<2WJY}fZWu47z}kpL@X6}#2Dm-3qAh<u
zoQni`i{%s-jVt{?RACN2p(tw^8Bw~(HAY12_I-*q2|&gSjom`e6xy7Nza2D&`cs&z
zRUMlD+-<`2)dlC83hIxQ;pbaNORm-2)N}kASp!8M#72L)?q70#y9nHwvaE+2cDvVQ
zNB3&UTlL-s#>wtGK(CH?vUYOn5xGHwfK!a=(bd)(CqcS*r;)=fVX=A+#_9n7I~sqs
z&x6-xz7B3MoMUMfyi^f3x+Uj@JxReQP>-&kG5<4<IDU!bdA_~-U{hO+^G5{P6KI03
zgmWmmrUj{o4U&uio6P8SQF=FJQV1|VK$;T6GIBN9sq{`mgk^=sBw`+bEkt<@0XlB>
zTDb>lftJ!xAG3BpvBvh+cHCDm^crE<PrAap6x;z-XX6#@>|H6I2;4=`V9yG))pRXK
zccn?61Q1PkGJxyYo(@j%Vn^3{beF;66Jk5Wpw<gv6$BEOE}zBi%RqbYfDVDNcP2#&
zKpnw>59T+uFuTGo*`JRaI98vg+WgV(0sB@jniY7HAD^R71cf8Ibrr<%bD;bCe2?wN
zIuKc_X}YDKG#efRE^ZENc1PIiQnc5453ID4X5Yk0b{^{N!IrbTVCDQcBB}#g@ELcc
zngzo`yF%D6_S!c9sVnLqcPREl6bofqnSjmr!`4&Wn?>{Rp!e5e``<?*gR_^w8EOgq
z;1&*EpQE%wzhwZbc}Fhw=*Cx<Ny}eSf!b?P)yq;)wf>xX0@$=A8REsCz)sp33Q*Lx
z?lpWPA=I*gI5yy?Hza`?=PuBX*7Kt{zEH|XV4bF8qBcJO0BTpD2?mZ69<dP%Joi}e
zI24URos<nWB1LhDNl}y&ClRSJyF8BMAKl<$K1z`($A~7gaBXIgUQj4%&O<bTOYino
ze*;I2sY|8aT~Cj5<;MUoIn|RD0#Xm_Yz&PgNhMp11%+kkQ}OL<TIuON+|rKWNi5E7
zNSEBf>J?Lw+R3(6-mP_B1+%{8$fHPduNV8cZxk?11u9#=$ZO`KiDBOM&ag*Ns-sAu
z{ZLO}_hyQRT#}W<+yVGd4k%Nof}&Sdh2JW>5APR)f1Sd76lI@(M0ITcpihAGf-MRV
zfnNpl+U*1n6{Yc43C9P7e1<3;h%`7L7X+rem^T&s3Ka-z37V(9soLv4;E1thCl|~6
z0B)_ofQ^L>nQR+N{Ihcz=5T1;lSAAC(|dNK%LysxI+W5|WY7gj-gFMmf&00N1i%Fg
zy7O%du^$W`eCT9cr;%sZ(vYI`keJ-GSc`fjZgSfoUTZNh34vP&>c#=Fo$M>6io226
zKjrmV0WoOhoa%TB9zFAbIN=HWn*H}ahgHsg-XxN>UlAmLS5J}*WZ?&zXN`;^r#&_L
zG=#uFZdf1AY3zip12Z5Ir>_E5nZ5hC?K7SJi{4^Kib7y}g|OF!+v|vRtmx8_k4%=%
zeIv?1+YIB4y$znbY8-+-BOp(Ywd(PIn{O}HAwj$O3t8qevhnDt88AkG#NEjD_edhg
zDsEkJ7L2lD@?`I9x`_r|Lzn9ehyw|a#qaIh?w!3G+X+2~0>fnDw5;qCOfz%Mv2&+h
z)h(c|M|ke#YYsl4j+$tygad@?>r4=J9=2(mzCuAYsXy_B_^y%xfi3paJd&OgC<IAO
zbHsR)t&rOR_L#kygLddu$_U)NDy|}j5Cs4swiuWnJ8XtEdgd4)m&nwPkDo=V?_XPk
z4R!u|@1}Z+t)_T==XTCVp-NDds?KU+MQQ*;5ha+d3kPGB>&R){AvR#92Acy6bSGUZ
zWQ;K<2w2o=t)r(XIAu@XwHCx55I1b-2?een0wUfU_#e;+;04RBVa|;L7}4&70}JFK
zI}R}ZG#wBCXaK~i5S5{5Y?f;`XR9~>Cs~mcDZg;ZXSF68<V3@(7MqVMDZr_Fc;I`?
z_TUEH^#RV)wc`#re$O)g=fnGM*OuX!k@8aM^&9|hI<Ws3bjUM+=mt%Mb=Zvpb2uQw
zH8=|<F>oEMO~Ckrm6rGcfRy;Zji1R~NMNMrW4lQa<`hg-Lq{lq9}s}||M&jIMksQu
zxQwJkmeLOHTJHv@czL~`=qnt}yT#YM=sy4N+7_+gHV`b#*(|-2Ul2Ju?V_T~#tmfn
z7K6xA#!9@o6L><O6n}Bfg6$(QJK)bqXn&CYvf}WAf%4?;^m@UF+XeQ0IhML_DG!Za
ziO`t`Ezwf486Gq5Oy7%_$JfeY+b(gq`0oK|#9)S=lkwHAE#7kfz6M@`_|O~B6V720
zi}zOyjo||NU)xe699r=Q3;uDoIGEkfh~?s{k{w+*dvBM3%>^Llr_09lPtHR>t>ZuR
zK!7GdEit0(&xbIsoRkDFGk#Nt@1Fpc;R%@Y4U|S<iqoD#Ws*im;8vlE#{Q;uiaEg!
zyz(xpNSWbxfJ)|?<nPlmF}n!hMZ}HDtgD_lCVv4X@Z)bUw*2Qefo3a+Xp9B!HjlI7
z+H2}?Dzh%&xOf}WnAf;-kt1$D246~YlOfZH1?dq_<sa3SM{Dy`uc;M^s#*;?f3Zsd
ztbj|2N=gUWEo)OfmPyhJ=M@`sXOFSV08=ju#;c*}mz<vKId(JX^X9KykH7pPn-gLW
zCxrr@rC<(ru4#yT;PD{&pY0#_Xcp6nKo^hb30|=s$Ba&TUTL_a!ybQdbPcmzRKAIl
zWqn`Nzbwd=R|CeOvk^Q<+7*mLm0=4bi3sLlQ$%sq{DJvLvccY6^*5UB{{}0A>$#Sv
z89=Cto`)!$t0;&rQ9T~bEMfFxu$L;gDn<Z)dpFFPwaXEEO`H*=@x|O{jn}I_Pdxx>
z$>OU0B!-WN!rcD8zyn*)@){N<7K1^-wd5?T$|pzJ0i$tp75Kn{!@Zk{%jl3C44&{F
ze$oyOHerrtbI`AIS_Xl7WxJ^J_TW=5-y>~nxIi02&H;`i7RnoK1b)T4$`><tr6&r&
z888KAB0_*(TXxchRYeF~8DQfPvPJGTB7h}1EU}3ez!&`c;WmUb4981gHJ52ks2eY+
z0SmEqQd5l^#(x;N2?OGDV}nY;)&P|h`D-0>-XYucP`OlPBkYNI$w30g&Hqk2&ldi{
zJ*$s1QIyBKeCpC65nbB6WKXepRNofB+EA>L!q1Si^hOmkq`}XC`V{i~`x~%!^?XZJ
z1HVpSpv04(9bkai13HxmJ6YP@EB`(fP&%|C&*^CheWQrL-YaF?jKrtwA)YlgAd$!M
zJ;5A(;KE}NHnZj$Xkv3B?csfG(7TtL|K-KNzb_o_Fq9Nw5x6@vR&JNUF72B$4-RQC
z3%e`i=B9sVPzKyQ5Lb(5q@cim+}?S%m(_nlcKfOk!@e*$8W=j^L)(arOIRG23he)G
zf|NZ`8U&2?ExCWGbXHVzK%%1aD#?f&o;48*VvHC>o*UO7xZs6=wVfM&9A|;MORFu&
znlk~O_OCF%FldWL`h!Z2hk9DG-mh}NJ$iR`cvaZ^VL5s6_3%s$Ku!{ASg*t&A6AkV
zE$L4M;t}RYj0LtW<{MXF)uq*_p({%NzID}y`Z4}IWHN)K9Ow=9xk!31MbdA+Xwu5t
zsZCCAqCX^~wmF~ux>W!MR||T(I0!Y%F-#sk+i8{x`8fZ;5Y#&6m!xE^z{f(O`=@@5
zw|K-c4(}o(m#V$fi%^AiXw8h6V^5!=R`2NN|9lC^&oc^u6z(u>2(;!s2Fy}yCd7Z7
z1i(5_Oa*{Zb3fgulGdb30p>-8DvSeU1%Q{q1qi6VQv{44lldpxG5-`w^b<imV%Ze+
z=&suzhWDB&vBaMWq}K5GEoD=O)>s#hQG?4@P7J)|AMt#BcJuKK>emu_d_%g+tfePg
zABr$wM><X&y*UI@LS!6~{w;Lq$TG{IIa5jC^;_~!!ple7pxABGv<xPKnNmrn@~Zhm
z9Mpz!JKF2js+MbH-K$mktGL%~-i3z!kDo4HEpR*snG{-lu-PA7!Y#3_gtK^dq;q{(
z9eG=hPxe!$`%7*&DlZTUzj@!OCBC0Vo%UXuDm?E2lQvuBGs805RNbA+YNZk`>I)H~
z1Wc^=vDPSPUXbtLCS{?DazL2a_G&Gw1g~<WLMj<g{Kkvpqmn%+kY^?v(GSriygjX>
ztf)6HUMeo{PjqAAA`Jmn62&JMQIlyjpl)NEsgFRNtyCF1pYS~%JM?w|@a$ckJxWht
zLeNhS>6{c_W?|8NPUkAmSc(66m^S4k*=-&lp2Bza=~Lgj-}V>Sj+07ysUob8Og&)9
zU$Dn#?T<GQ2S<=(XLu8M@{3Sp=$4YX+z{~%jG68mK*h6t0L(7zRIH~(>d&~ak{69`
zbeRd>FZ^=tUUX^62@n(hCoOl<4^I^dAZc!tRM2N<Q1k%w>R|-UQ<ZE~d8F@OPFvmp
z?8pkV%=L~J1;8#j;EtQP<tvK*9iy{$vT}8Ev3}u5c?GwyrxO;JxN+|W<&}uAn52a0
z|JyDh{6E`eWp4<nSv%Rd+1?PA5CI#tZV2gky|%s~WT0VTZ*A#zLrB}*!tLJ{Wycpb
z-~)X-E3mheu+$BqC)Rd0wr)2>q`+%sCpT-C*KmgyZq{^eF79B*M{ozYi}vdmme%0d
z{~cOe{e|l*@J{@{w-4>yTs5s-9>E=7!=0?1+-}^zA@tbJ0UQYYryNPa+7fPMO$UY2
z{m&2cJh3sg{+_$j<@!sNG<n*<Cv=x*AI{!9@t*2I75hvw4k6|@C1JT9T+r2*x0RTZ
z7<Tlmr|;8w4@pT$T!G;>G3f7)(Z|oZelY%_aiEqsdF@@;um64fzjxz*2gCo)h5zrS
z;7FM92qIVv=O%ZPp{Si}A^VrN+FFUE=X@df<xeX?)I^(>z2&a?3K_;DPD8m<$)lG8
zdMl1+;%ogovaI*w_w13xdafUut;oOg#_LBNKJxcd<76b!b(P2YQ;4DbBm%P5OQ>x<
zr~YqXXvH*qWtui(8nv=5S-RP~(ol{JJ*7?Szh3G8ioEJQM$Gc_nIpC~&m%RGj};+O
z-U%`g+kMilX+%@&YiP^w`bQk~i2h}y$As{A!!nioucl?8yYD!!GyMG`16i4ct`QWU
zyWEZ;t8HWO5tby4;#ZSL5mQSy8Tv9fPG&OneRY{42zt-d*`eL$@0egdyVWe<Rah=8
ze+y;v9&aINRIO|iE*wx_M)TD0^=1g-|GGNn=R5m<b8~uw4w4y*HdX5}KI%V#tk-5h
zmBZ1eCxZPi$s)I_>3L5(6D&*WZ7il?INz;gj+!m~WnL3vMNYNnxF$m<t@Xx1sO%qC
z7iZzX;%Z0lD(Z>%j<n0^xX?D?Ke#~6_)7@;t&q^xW?WSzl2pW)ut68uwEUV-i2#ku
zgR7<A7H1lhxA|(fj(?wGU+;11ZWTByvwkMNp=Iq@aP5zJu~9^Y^}$mdtUdAOOmgz^
zSkr|C_*c)pK-z;|X2EIV#YgIH0V#%6@r%{Gqngs$H-gO1FTZk<iNN0?LA&ac49|W1
z4SjYJBd8g_)<@*SrOGUWr~c^r<0&7JU9pODw=@!}JRZK<%%Iu!e<ano9Mk)Icv<f1
z?X23p=CbYUa!*sgMsft0svIH6buUdN*OnM1rxUw)0-g$HE+1jk)RBcjST`&+nlvmK
z{)^jJL13RIi;;-%GDYplp!Seh0dvE#xE!sM3?;8bWcTUa*%Qv0^_~)z$cIk6bY%~R
zLFcDsU_M5I2FjU@pBP4LBK+9|{CtGyl9+ch_N(ZJ<e2xUop=M&E|>ETp`{YjvcD~e
zy}j=0jn-XW_@e(7R?W5$5n|>d_Sc~yFwv7YewukcW3{#l5mGbxbV&97iRFy+4k;0r
z7TGWSS^SMy@)q`RT+!{u*6Fnw-zZGz+d9_?by>z-&!<S<R1V*q)nyLz>rS)f52q6S
zp)VFmw_F~6k2+~?6&MY9_;$T$+Hzb@|IyoAR^Cxg<^3F$D1jltM;Z%rryz-uyN*j)
zjTM2zSd-kveU<w?>3o>fU@^ht^Lo)e?z!Vk>o{oqh8hDb&<>Ii>^Gz@pEe|&cQG$;
z`S1EVUg+;4ia0uYfN{Eu`ST@({~@OU(Y%XzWxSwPq^_V(am7ftC$a3Iqvh9A2Z{QS
zhL;I9EMl@#e5^Iz)Lc{?iukJ=z;y$+WpX0VaVtB->*W4`+x?g7yf&I%3#qEOEsaO;
zrTy&ur+u6a>gisrFdn>0Tv@w~?P_j|fuM8G><Dvp)#W1sHnfIkj9T3(v;%obENbia
z4AyzZY-FbGdhPA+#v<F8yi=_2T=^T?(Lt&8K{hw(lrJG+bm$=B#uC@2utbkJ4Y3@F
zPTU@vvkJ}&Uyy$Kl;`;3$+}hhytJFX1&hg=`olUVif`|bZk|t+O*9NnMJuSq(2eR>
zCA=6Y&)Z_!&}#ZSu{@k^Mkm$Srvv3rXg~jv`|dB^@qINVnlB2nYZLk%-4Z(=E+z!(
zzt#OVR``Pr#Kky&EDrG(_jiVYJj3vJo8d36*=0~a&M{6&>!hmoYcg%^eeDm=1nx_%
zve(pzR<j}J-{A5;th!Ey`(XdNeHCwBNVsR1!<2i2Y*2*x+*H9Vzr{o1Obfpi<%U!{
z^#v&#zr*JhqoDa=oVJ2JsYwpEMEYaV!Ks+>F)o?I)Llozz{F3qyHh8c$J*B9<*ip?
zJI2usk1sGc#7=bOO+LN<+O~8fkg0s{NUf!HT{c0)ZK#LsPUH0`O<fhG+rjkId-A3j
zD~uhOMHVdWj;*2s(v8ebp=fO5-b!byOlWiN@0AxI19E$!qmTL5v{?W6`Qoj_?E-n1
zCiVW*rxjgVGhS;q>Bl5YFYwv~Nqe}bz8)MN(&3hCNp);WDRB7yS&c{eEt501*IRGC
zKR5?7k%t%aYI4mR8^(Hn;>LbQNYD2uopycsyX*&lBBvJvF)?_tM%i#uRZ6zE9QPK5
zB;jdd^izZ{-e^8=Nb_?bkGv8A{{9|C{9Vu>FKGPT*Z50VK0wqJp%EkxbHfV5yk7yf
zAD_2pzt)DYe}-#&?3XzOE|`2WQ>@WeDSKLmoGKr^-@NI`!4QGGz<Ig-LVa|Guk_Vh
zw9)VoXYW?Y=WDUJ^w*fm3OOUE(RVd=HzNp{%XTZn(Vvt9YaR?MM|f^aKeNpLC?Z8M
z1HawGS;F!~yQ34;qeByOf2Z9Jg@%^6eN{iaB~=_m<dk8q`VyU18jS9uTW4~=`n~IU
z6kklU&%@_6Vg83~QWjYw+M0KhZ=XH^8JEmIHG!F*cHN$Cc73el9n9Fbt#(|;j9$Ke
zIHaa<N6c_0wbhHdug>w&TfgrQ;a^{8M`OeopDferyr<f=kzP&K8RND|-rsP4oz2;p
zdaabxF#ntP#M7MYIevy_d+K0YwX4;++_|+4#XO9hYDQG+&km$t%MIjs+<JT|<J$Ev
zkx!hWMP%j$W`~N=FhUt@Pm1t-E&c1&LMYvmSLTi*-B;!tBPXp|KdGK0Oa4{M-epOd
zP5s?f&UGU7u{-Rj_vVj_&?%J@Z{{A-PRcW}JhYo6@4^1=p^idPN8Ko5_ust{7ffZG
zql8aO00(NIW9~DWC2j3d)0aBBN0I_2Vf=Yr9Ur6}b1V2Z3MLL@w+^D4M+!BeQ{5l8
zke5TAl}J7|%c}8Glsv+Ude&f#Qv>G2gEgL2!D_7(X6RmQopA40_$@f}+jyV*>8?cS
z#qW+j7Kc^K_BP)Z%0IrX=sCYrQJ7Oicd7Q4sLgxtyV{1fUv&K%l=@oV-MM<aEeC`(
zW@sxixp_+zV;-uOZoG>imA!*5Oq3^;e!7u4`Xp{zSQw`FMdnwKmv0%2?#E|iChwGO
zh7Ye@_dc(4q#j&tYAs{MAFu;f4-MrQ&hyRh^u9|+v6*+)`to2o%AMx!!Cy{@J%A-9
z{7jq_p3S$rS-no{H=GyU<tnXA<$Cgk@B3u&1;ZDY!fM8ipdPUk?z%4ncwyGEd&cgT
z)koYniwnX(TMg{p_$c$B&Q6V%x&3Rng?QuN?REJUJ*KZ81+7J*&af1C)>2Q<A0hnA
z>Rk)0Bc*vGKe}JNZ1dF1<+Ibv*AgDo`I#)PZwf*8;LX#<7e2%Lub#h67WQ+q!yFee
z8qf$$eWIV`vgq%8O2Zd8OheX39OxrRqX-fLW8U!7p=^wcL!fcI!%4-ExRXm2qGr|g
zv{ft0<M4G*P$HFc?6NZypWE_9%I}SL-<>-gc!!IKJxRpgUtcreZ6FB8yNiDhbSn=U
zljpVH(y6mQD|1_;5qJEo4;7{A;p6v9?;ww{3C1NkKAV?(C;jz%`VzI#S-IcVD#`=r
z+^sk@D+wlUBBx8M*dC?8a=tCNr902%F+UN0qx@iCT&<dh7RZMxWJXsh_XUm}p8bOK
z2*1#jBB+(HO<U5urm!jc;fyk7JR1M-b9t;%v^8S$;}!Pg0m4i5UTNt$NOA_1XVyK=
z&s63plx!exR4`+zFVtn1Qx-GGb*1U=!o!;)&W&I6nHuF(=5GGVb`GlKP@b)`tG~s6
zvM-l*8D*Ewd*fOcCx0Q$vvsR4IzL1S3gq-??Z<un2Iqf%%K02K;m-P&!$JM7SVJy%
zY-GjTDA_!EYT0G^?(J{SF=~^}k8C?tPMx>;{va^rex|>;z}L<_nkVza8*#D4@85pO
z5WRVKeH<GexohJrqGRV8q%od8SjB=^Qxh`4&TTv24Ocuh_`{R+0&!qQC~^yiI(ZUD
zBXlsUyC&_R#3b;L|2+Dw&45gi6v3UicVlEWCnLK_z^~$FbIDMe*X?w5d`}QvPzRqJ
z@^-q^iM0?tHa{Yo>ri8P9g%TViz3wi#krG6n7^dIxEk^-gv@yvI<=oA7w38HIlr8)
zM26~dX430hci09(UWMFj5*$$K-jvqFsi{@Z=MCj}*%=Qi8{Qd89@^ku;Z*;gzv{dh
z70RjAra3-ov67vyTtZX{9O70#mc6yEketzDHxkBjW9M6;9*g<6d#~P0Ju91DJz2u2
zCjG<6kY{0g@Tbg{q@i6}#I4Y0s{VtvH)fKTx@Uv?%?9niYW-$&ei1N~DKERS6K>2&
z%-CX0<`ryVy(IUEw};bQwmXQ|*K<GeDB0w<q>2{3LZWruufF*B^`{)__igCibHf*$
zgrBh+ywz=5dm^RLuV>!dFt=vg{x0;#b<?|S{rQ(%&NG&`YHB20pUGP>((WJzM%|F&
zbP4{#i|&6s_wvW+d_9e7h17`3&0UE`r%(DLQQ<3_CH}GYs-A6TcMFsGZKS!h-d3KI
zf!&QT5z|WDw)wcdHZwlyo~-tRiu>{j82hoUpS@~P##*R8{(YQ&`~u!vN-YR?Q2AMY
z#VvaKN$lg0bZZ})G9BE4f$H;WzQHcyZR;|j$-(B1n4FbUsWQBBkv_Wo%NOsc+I;TQ
ze|W8F;Pt%kr`8|#uSx9)Vmrd$^zW|F->6UoJ_q5lcfadXiSyKYzkBEDyXxlmA2W&#
zu!)GU2Dy@TE@rc-PAW1N-2X<sLU_2JEFYQsu+TK>bc?O__gnWDCN(f4x&vRo@yUe`
ziMsXJ{SMw0WszT7lYQ`G_fA>qn8%mI;+Oo#{9#i<K2vV*pR>0@%-%&Z&{m*iA>zlq
zzc6Jl-j8&`un&@3q{*Qyuria{`3AW72ivMowi=!9;5AmpY4pV`I=p|hLRr&J|2nQ7
z@^7q!Z7+#mYG?T=ZTgjv)KG8JJm?vf5@K`wni0)_t5%1x(*03mK}$)!U}S50;?cq!
z8Gg&xI>52@gz>{GS)UwS_{+L@g%Tn$e9E7?Y5i1tHLNa2CKpxQ47dFq%{Iq>6631N
zVlT_<*%ELipNlW6sE+fdSEmUNEszg&kau66`FzOIyAW_m{^!wk@!Bicj2>qPrV_Ou
zCzFf0T_W{5W~KiwwTkGTe2~dG-PzIyF%$pdec$I2=J_I@%^BbNKPq%_kjQYuC(;Tm
z3p>4b_AdqmI)wU$^8I#FZfZ(@*zQW){e7ukV|7*Uwtb6y6jw8E{I-qZY^=sasf*1w
zzn84p&I0xyUmAX5N9S<ZBU;{ZDjk2;(yf#cei_{RnT3`0Nnnio9o`m51MS@pmQ44m
z$ZPs2{3yEnr`^c)r1zh`dU2zrdCxvZ=3Zhrjy~r7KLC(GZ@<DNH2(0-pHnK2QTP`A
zfkNy+n6-bCV>Va@yo*4^#GDL0&QMOEvHUbzL{cCox<D;J(NU`QujDIEI^?E%^X7}A
zpIv1rJ+9hyG;|!m;%8XV6XaKNxhIJf@AEYGk27CQ7R&>?JIQ-eA8}4{Z3wS2$7ax)
z{7fJ-v@dtf*1ha-QV2rESQJH6%e6a#@@?Ml_@C~HA$bvS=DEWO&}Q|RktSV!Va0^b
z^(=~4m_L0?@MSsJ(iW#-V_%3;`(GN{i+Bdi1y7~T=kNjjuH$)*_M6`>=^!RiHvDXb
z0vWdc1T67s(l4SqO;iN(E_~4hmWHS-QU>)x?vyYm=|)E;P8w9g%qV}6yqNmwDsrBn
zQ9}zFH(e!b!4r~nfO=F(6x5XcBe#!Aq8yqL!FG=2ZR6#JSl-P3LmMVIvOwq6ej7SZ
z<U#=oVfxJ5td=n66Q+x-xxZ=|SZt7AJeiS3bJ8Oy$xN<mv6Jz5s1dX+q6beR<D~5P
z^U-H_KDpOicrZ(JJkb#p0@%|;Du5Te>O+|C%|9ao;Zj;vWCxwpyK**$AtW*&C)$MJ
zq3&dRX@fZwV=i|rk7rN0=fWLdh4Y<1Q{9o=v|69xIX&!~vKsVw3(B=~h)-X*Y|g^l
z42`5X;UKoh?dRvKcP}4xPh4L2I>i3l=Vh495F06DTH$y~XgS1b&a|8lG|uRBYKL^d
zlN<G?t>+{PKHD!HVuyenoin6KOa`w2wV0qM3|X2ofz520$xwjJzNkeiz_dvD(m^h^
z$b?W=8On=EwF{WdDMP>{LCGmJYACLT74rmmdI~?2KI-S9tta_PviccjiY|6NYrmCO
ze)nx~?4;Hg?LPOi3^b{kg^<AjMB?Htoi}TJX6wJXcE|m|nEL9V=o}bcB-O;3EMT>y
zu$uye7%P?wwF5C0XHi5ACgAxtmEx#5#5Tozd(*vpSY5gA@SAvsLc%%XnfC$#@*E%1
z7E`3<{}t0u?|Fsf(?7o=AxTL(6eEy17EN{m?M~Wh-1YDr)q5uLqruSxeOM+#sHQww
zluh_V?!p<|XyZTwQi+*;p(Y4<{M^X^c+XX62*0kX>lotdGA%Ez22Zk<6ZlC7q9h%n
z!tg2kAvP0kiY|6j6t6<^Y3}t^WOK5eR$t7^L!6n&FcGR`f=vfZ@zzz|T0(=Bn_Qg%
zF7-RZ^oR!)O9j&jHaH)K0GC-^CJdC^%1%7=i7M4JJF98jaBO9~N*??d534OM;w=Xh
zavHIabr7kiesj9GB7hIUzBm6|2rPupNYDwEc3}ltw#C2l{ikl_E6kak!Cs4G<-(^!
z(8(T0*_?X!V4t-iOjBr+@D-VxJjdh|5tne@;f!XoatQGhi-ou5F()f1WTqi(=|PKo
zIL|}w<ycjDvx|8#k2z7W=n<h=J&g|zXM!gzLQ?J2A6~gWs(Mfrg#(?y&rX<CxpRh`
z2*Lu?Jrij?pr$r(0~-GY0vVZ_P(w+|AesL4=-^RTV<_`B&^UH91lZ%Wj2Ko~;e@Gv
zOY0$qoG;muFaBGun|B-FZ)Y^Qzu&eAf+CtMiC?Ju+)ME+(zc}8ZF%br%X`+ZfBoy<
z{N^`4O|$Ok0wR*H!kGFhshoVps1&QCc9~EDGI%>XH2_l=Hh{N9k&6QETPsx~?*d7S
z0qmn(y661){VRCtn+u-a3nrfBzl>bL^W3E?-yYpofZTwj6ek@rBIB~)=5cJx2`9E{
zLT!pGZ?c&0wA7~Ruu@QN`f5&wN;0+S6DFYzC(Bg~iPq%=C655gN(s}PIp>@>nXl?9
zLn(@)A$;dER9EpW^(&$pnyxM<2-f2rqFms)J7GAtL*N$?d6f}RxTzyBUA^^4WW)u3
z+_z^oDMp3NjgK9uAmhL&dE!dtLV&lNtcS^kPwojVB56aTTS{1%z7hq#RWLms5%3wn
zo$nCOc8;B;onV{3$~Y%AKKO*pPSb*wq2(eNPKDu&^_qcIYTAWWM<!T@lRl~c%F_KN
zjrWFkBCrrCgwKc-;X<bp9zVnR5Wd|CS2MO@EY8rYx!iHzY4+Hel2-*5p8Lc@_iZqT
zTp41+bI(Q(<CSZ!I)}MTR;org7T&t1U1;npg2|9WIBBz0_b{I`PL5pDALWx@xAHSA
zDPu0S)bbLzqY}8oS)uJLva9>o85eViy%&XZJnO;P)6a8V;Zmfmc>Elwn6R@ZI>hD#
zo{K`(<S2jy>JD|{4b(t>sEIGG&Jh&ZaBLbvm>7aa4W;`qdJL9(<SyMOtp{ECFA7IV
zF{a6QR%t2kHlTD!<pkOHxKI8Z*~OD|pH$F!YTo~C5n~jelN!!*TWCDwYKS_A*!&pl
zTYK!ZUqU_Wge%iRjDp%`@p=%Y<pPXqtw6y_zS5)JZ(TsR72(2iCx9c>>@w;Rk(`f>
zU#G=9il_GiF9pF<uvjY0i6^)9;*T9gj<gBcnh{DOBTx+uq=0W$2)}rEk*?FkWSY|=
z0@7{WGqDV@XrpW;SN73HePz<-BwB(|(IEo@5P@X>I*ij*hHj$4)oCdFuc62Yi(&Y3
zLdq%=)YO48904jLA-0a-TU7w7M9P84NI^>_3YkPNgg<8di93ZQFA+?@R^VKf0v%^I
z^dut1D?8G`z4o=&s{N^<w}ch1qmGe^(Fy~T+;rr;<}ATZKP%(9l1Bi@rS#t;{?kK2
z#mVK<IocnP1&)58mRt_ZX2*di;N6dWYY50=Mwe7E!I5sMSCVN}N5ZR36^dr%68>~-
zLm0~}nw39s7?<opEv$36D!|pO%oPr?hxN=V{D~gMy_@4o+o-DH6_*_797Zvg0%NS|
z@JZqj*vT5Die`m-@y%!5^K1g|Y)OCooTYhLs!4?^F2yc(+AEd>o=VAqPIkV<Rtksp
zdcrF=?eQRQ`Ft-5dpO*pd$Zz_N}yE`n1F3#iM$jjxmZjrL+o+3tUzTb0vG6nBf$3z
zv9RK5rsau7pvJ@Iw1#dDvBA?*{FFE^?`b_a3<TdwuBfAIQkKQEo8hFi&Wt$3a$4p<
zqHUX}AQM5p-f-Vp_>wE+r3#7|{_``x#P&ZY$j}wiLN(KZV4=NqlY73!=wuY=ViW;j
z0vQMgA10y+Hpmx4fNDkLqJ<XB!QO2korRxi@J-I&^Zd>GZ{mqOCwM9%j8a^|^PxI@
z)3=ii+>YmwYYGEoDulN(66PQ2Y8%<{2nywdizYl36KIe8>L^K%34gXCY9gZD@>H<&
zLH1EXAyZCHqH8&Gq~-ORN-S*ML}R*I{v+@#-uTI4Pe4(4iYp9PR+tbGh#dI}!>96x
z)lNnRVft32;%Y`bo+a><$?Q|rv^P_8lC^$SOj5SVAP+glDAJ~(Ck4p@GIP~eSd?B|
zk!=0y6iW#&kvgP;5KRD=W1C+mq*H{4DeyLTZB7x{!!$p`6XyV*f<dp)rSq~L>A-){
zS#fWEI*ryzH*z{06s)iwihc;%g?(TATnLo#ZH_V?RXh?Ni?CD;hMDR#-AeIdPT7K}
z7S3elPb_k>J$B+->zx!>2#LCBd3Mg%B_dOv&)JN7I;O&DF)A5%+;<u)>=Fl$AZ?aw
zcQD!c7Wd+t&$`Dqr9rV(O6o|NE21o=1OXzTFcmvP@mX9>=xHt-&IDU5W_+DK*r2``
zI*-C0=e%=>eaJ+hj{5Om%4ABG#Vha8D1bzrKqPk%6V9VLjCgF-5CEakd3)v**%+ER
z&9vMud1M9mIGL^yZ}ZY2t*mgkTy5SFMk-kmEOVunL)yZS&Hc<RkEZ6G1>QQvB2WXI
z!@O;B6EBv&zHGgG_=kgByQvqz1PC`@2kwb^jRG7AL)x^M;^Snilt_P1Egy@*2?ZR0
zLdfb)^&*?eFM4p`ow(h5e1>)p&veg+@RS|2yocvKXCAs=&%*?G;%z2OmC_2WO!>+N
z+hBXqy=lTzF)>9TNoS&y;WUv6q2)Q@Rau-&dE$&Rcfx!Zpg9QOgp1jqt}-;ypwdBu
zw=tAyilC9T8j7DR-orC8;*iFh79(Wr4RzVITw`@Q2w}91#kw)iiKZP>b1~|3!ob8i
z;!;NepI3A*84UgvSV56BH@V7TF0~Q2DwVA^WVx_J3cwjDNmTgcr9DEh5Q{8Sdm&cj
zTjO<=!Z6|3$eO3{#37YmfAVuGjLj4OxHmr?DA86LakM4;{1B+m6S2SjItYaD(kj2v
zD}{;1Xqf`UoJn{r#V$lbcy+2YTF4=cs<9AquH1A!I;9Fy@18~MEVYl53dA|~&t4Xu
z$4Mu6mR%0ClPZ?fi#zVmfrm7y7t7<haIzKm;+W6+rpkgqMO*lpWK>hF7zTvT^Ayob
zoqYaJ7o3*EW2g?qdZaSd`eqaWvD0auO>;bF#mpvut^l=|SfGZ+_ddi*Um7K1AhzTR
z3JG5`_9AXBfb0&qkkB5f$MC4VjJNwlMIV|2&+~Qt+nL$aDembwb1Dc+^R~5o`bxJ-
z3z)4FMb*VUJ!jOK-4H%#zZlhM(%(%ZsXp6)8IV(AIGl?B4s+km<&F*fQ6O9j+gZO3
z(L+0(Eb2(gbv*qrYr!^nnosZ~c(yyA;Q5e;_cp(z<TWW#5`q~fgs~FwB8B50&}X_m
zas}9FqTo~ynUL`&J(D3Hcw%$Y$B;$1q*bET9a)~t;bdzwFNQdS2IrhyV41EmG|}kv
z$kiB%tB($`9+z(3ru>BfQirr#@mb(jSj`7t*`QKrg_cBrIFR!6xj6Gg)C&m9pP>ij
zA;~4otXAmVMph2IP~;W=1eFPv!`z+<DX5ffI$EpPu{2YpoOig)Ml*YUKr8Y$`*O;>
zJaKs1;v8Z*39*32^P398nK*g;bS4n8(tl$vwDGw>xBvX^5U2vkZzzP5Xgr&E2~WGQ
zC=)Er!8Gi(ACqwpe?k}{7Pc&(?uScu&U#m3S<az#Im%9t<6GM6GFdTtW&Cp*TZ^bV
zQ|(yOz4*p|`#F%pq*RgIh;~aU6H!z*I+h~hvvaI@GDE4Fe8z5}z7hq0><=1m7M%@k
z&Ahq@)HJa`Ej8f-l@mB9UbJuMIo&g{1nN5Zrk^V1rmIjTQ_=jz5WZ2@X(*5~3i)HO
z9w(s|pEJB+wOC-{5DW}m!%5ffz(KsiiHfHCI7jO9Yk;HX+=8(o7*B*_eK`eiI4gpk
z<jGvYC7md6CFH~&#_~MQr*(q21H;VwP3PSVAFvue;!QU+FJ(etj+Jwemx}Nw%tZmZ
zxsnb6rexT?>C#6bd<D;d>GK><bGt%bUIv|SeU!KJoScjdkObgN3ZAz@!&POwhgcb0
z=0;^sG4QbZ?BX7tp#ctPe{&dve3d^k;!{T4^c6l}1@IM1^5UFS;ylV8iWFz6pEKQ$
zUZY29)@hufb!5|vIhICR%MfnR4TanZwhev8wbZX;Tf#KK`O(aK@BXZ?7zGX$3x49Q
zj7Qnvb{t|s=Ma5?t3)rLMaIPlb}m^CytyRTilGQgis(^n_x^7Xfe>DP(I8DK9lY<4
zB|H&8cvQrqIl*=w2!%?O5N7%GZ8&Cg>OCc|WU}}WPTH2ELN=d{il25~pUs@+sJM|}
zaX9OyZ^0pjuaw|mXwQVuW}T{6k0v7ZXcAy0;V)<UGq!5l9sa1+hoZ1QQ8?$EMKSaQ
zP&L6}PWA)=ey2k$#*)4WHQwg;6ZB5&5$_^;A*5_#S3>Tn)**JbLW1uojCD>D{bqK~
zb9eHslPy-*Lbmc#W6GqhPWhJQ8e@H0!Usa8*+7BM%P-0CKPDC*+{A~FL8J>An9Ipb
zL>z$Zr6$N=ctG|z&*yRnpDm`lawppuz3I>5-qU~PaJE=K!4qO)1miiLi8|DZ6gW8{
zJniAhgNyS>*f$G2PttkrqDr-J^-XN233-o+yfGOhoGjy(i_R6(#LT#~PK5KbKom9b
zI$^$8p^Zv(!bJe5s|-yvgda4xDvxzFx?Mw|9E%~tJRx|##`@`mx@y)^hAi?n)D5d0
zg7yw~PJVn&ktXD&5`Cr19AAG<vj65+0BOx~L(PUB6L}GZAuu5z1R-VH7kohpL|ikK
z0jhBMHkz4WGdY+IObCt*Ng8kG|NL86pkt!vI}L8+_vR2AZ!6;=8@rY9>D%!dAXcc7
z&o^P*8@>w!TK?rvhQt26Qw5lkn7YH*&TpyWu<^*2$sFI#5?~jNJwDg0ok={`OxTIK
z*N0dnXNA#u)O0D=am@Lw)1{PB-d@$X0)#*dUnv=H`uhfdcvUOshInG<(^2sDoLV-#
zA1F>1>Sb;TC7>~f7G#Jh1%yC)?x$~Wy83~?#A;jojH{X42z7tUZOTH(<|Qp#L^fCU
zrM_ysv_ktG<?-bG&8VN-uwXSClhE)}Ub5tchuXJK%b&sFCVQO|_Dc6n|BrSv-fQI!
zhwU6<J03$%2M;o#MDbxItFXIZy?^>P{PFo5R#%=n#??lD56?h)#MAx!Is_TIbdKj0
z-`?C4d>|IFIu2d0tlvZIPyaV)$p4-pHh9hxjz6E4z_W?WeyU!aaI;<_N^Moi@0&EZ
zxuM)pcMc@WW<rgux=JOWVMQ1_7KXi%@u`io9&@<QmM|+JA=*cj$Yy>4OVez;?ABJ_
zcWMY|arovCyLej}p9&L~>fy=7P2Bd)?-YTsF=9A-_x$<smG3VKkT<FM%7$-!4|T}G
z_63uLR5qvTu{Q+9;VggVtK%cSLVNY{#1Pxl7RT~uzGasWH%&yxe6|>sQinH%JP|lC
zA@KJ^QIJneoJ1jy2}Cb8oZtK%AgQU7KhhBEM~@D%QWmC(w;@N6DfzvhP-Y{`?>S##
zh@Irrn4<IAXnyq28e|hKeJWBjl`%|mEf@am+!gj}rbbYy*V>Lh0kJiy<xk)o$>4-G
zDgQ!BC0I$5N?j~NtV0sT^7#V&Sp9bT@Zs07k}{ci=H>kfJV9MNpLm;lG{E{Fx;`|-
z5;xfdc@DX0I$zn7yr(r7Jbtmi#6~lfnA+(JOJ4xBjEH}TJmvQ&o_!ZqFMa9z*ddl1
zd?+`T_i?fCLBS>*g-k~J>*z8Th6xK*=1qo>B(~_%9NH-l6AUHfC?|7R)K>u22R$cP
zE?SJse@@^KZbxBEAXCNzJ~yUUy}n8Bee*{`K(1%S9T|u@lRtibECc(>hJFq?SH%fh
z36_ggoD;et1>NS^?quucgn4B)bI5dKxsC}wD2i#KFR;@@nzd4TXoyW9qPr5sqHkUn
zQmyAW&nPMg^Y`Q#MLMr2mPsZVsgp+?j-)R`%M-nuw?{P20q+P}?K-B+I3YA6)(rLp
z&p;ab%^|k9i8RVjjh)#>rmX|#>kP3;%4|#$mtQ>i!$T_*tl0Hgzad*L{Fx2O8vpHt
zhHpD<VwaO45GZD8EIC@p5Loh``Ds|{f<(;!>@7_y*oK^MeopIO=sH31YQZziDV~7R
zh_B!oK`5RmaSzWAi6|IO|MN34@OdH;$+ZjqABQfbokTn5raw8~o)Zz!7c3@bIpobn
z>>f<geJWK1qYrs8L_AKywuE#-Mybv=bJD));k<c*M&>AnxH>C0ub=(RJg)M&e0UU3
zCj?TT2{}zfz4WL#)Nv_gI7hM;%e}nJsPA2SmJhRw33hq=pkr|$yqyKh?JJEY){A_2
zl9!!iIntCYXNYacs%%c7FlW&U_;_;s&k3aO-s2uD`0v5(9-jODw~Rm;hz3(+Is>51
zi%xwme_~$xEkCp5sE2~hBj=y<Ks%?XKKD!PJn(pZ)5JqFl@pG~&O0|v6!7EFr7d=B
zYin@G$*PJTbK1rcL1;pMnL}*xgjhgp7i+^!YAVHQA%j6jwRUYnnxxEhf7G>;d6-U-
ze}>SQv>x+-akN91i%eYH##_q;SM4$1-kWWdQoA`TY)!XgT6Ew_lhTyi6ERkYI{sgc
zJ@muQH1~C`Pw>>%VI|`hJV9p&JmTrAn|RJKEbVo{^Fso3rj?{9^LxL<&av(2SaO}C
zj-ROrA<Q@WnfKSu@QWK_<^A|l&^Zcd#mz+8QVnh$VnIiN(JTtASQZ7Aj^}uiJR$~{
zI1n8>c^QubxWNINajCIf^ue}c$PS!T$q*ay?AW~g7f0;wA@;eX|B|07{m4|?lg_B?
zVOk_QuWYW}ao@MPXS!Zr8*%s|;e)o#SJsjmk1#a*xJt>4K@H~kcW*Xx!gA*F=S>qP
z0lyN^u4y8bIA14I`_GwZ6nSgNgt-)Z#tc><K%-8U4YoC>{q;jT)|aP=dq72$3ia~i
zTYI<D;$(h+ni>d)H=zK&J;$6r1bA>rylENtSRwrU_L!Ffgzs+-Ii$EbCsTpA=C4L+
zJxkPfR{39peuHBR<*xjhV>u~Iw%V8grJqVchAyA3GjZu4oVOG#c4ZsS!(kc3=Qhy3
zB{`p!C5l>4ixIExllhrBM`egL$1c2$Q1G@;hq{rA#mW^NK59=RDxNyHMjt#)8i2Bb
zr`q?M(sev<Y66QN<$TU*2u(_V?n_cKVP=T!kDMJ;JSFy|Bji7RrX1#6k;-yf^fr@8
zxP)LJ;sbg}x2NXe#kpF<NeCm1wK#eHN_7*)6Er^XmspU-)dUL-uKEY`^uZ<G1-DLg
z70-!Vj*7xNCk1jd(l>7&p_u<IL99z$=gIVRi6ioL;3xv;b{UO~i@JjZ@rigc%3Rno
z0i+K#iXqknO&t-gW6#2z`P+51x2kgP>i+fzLjd>CRn^RQ?Kwh(dvu22bl_>ri&EVq
zPpauXp9|Wpl<959Kh^Q7i2u&jM_+GmnwWspgi=zWHyhUC_VVXV6OF?8Ft-#w6BLH}
zbr?{v1T&*os{ZDuyx3zifhDu)Zq<{R@Hun3041lB7~k&@+hBty5KLcbwG<neuquYZ
zjR>2&0HU*`^(+ln2S3(=L!$gkx<BO4a)yWL5ot{M2Rq}aR9cx!#mH^U<iF*@pKkJ*
z=jmdK#r|-(fOPgqMb~rIEzyawBeY{#Pm4iU6KwwfO-+*uKDrpFF%X^;ZAV$v4Tsm(
z*STOZ41W&K4DezE_&J`+@SQWsJwRSka{5c`tBU-)pZg+KhRo!GZ<GA3f?lK?)QJ6_
z%KRD1A&<&BjwPwA5-ExHxiBYMltY{o&UDiLHiy{YS$b;<`S}#L6~&^-k>B8^R3RUQ
zFJU6TQTSPa?<Wjagxiji2+}Pn(J|KfFA#}~1L}7f2qnF>d5?R?`>$mDBoPP$6KuKp
z^Dn#6PXJP<z6FGeKBvN*46(FjnM1f8H_ktg&hI<lH3HHdg(>k`Zj~vVPvy?nPvx1i
zEpv*)LLmj!W%Iq&J@fINnG0Xpwv5~z|2U~YES`79SY|UPEN3o%-Zb&mhS*|GWP&+i
z7a%oIu;eJifHKdLwd2ZH<jVw`)<Y{QVtVcrv3o$lS*8m0cRIud&vYMw`%PwY7?@B3
z7baVfbdA{VXY!|$$JTQ^XQ_pSQ6KUrT1tmWfS=59&wGuWddJZRH3gCSbS*$W^V|mA
z)6&9H)V}JkQp)6^K#mTCRQQ?Bh_QxPqb#&@a;O_muoo2(GH9n^MG7#@;ns%$b@349
zuHXr-Mj_sbCrvow35rQDnL;XAW9!2Me1YuF5SuJ#!i*mFZ3Qbx;&mBmMR>}ynckfy
z#ZHci*&TlDAy&Mi&J3o?lod+QMu`TLT)zs*Pf9Z7H>Ijh)29HKb8gO%N$y25FWWqO
z?2>6=EH-O1kU2~~P1l=tX;dU)+698)Iejf`j4VXoT;nIjh-&qh*nscZk{S3AuKem&
zk(7SIVXmP19&8t=_n$vI0?B5?9CPpiD>R+FCabbcJLyVg&LUGtGFefcxL+<|mxZGD
zRyO$TBR$rE1<JMiwzZY3zKj{l^9LJZReg$GI`oe8P}7SvsqrjR!Exm)+iWHU9`tyA
zKbayXtrZh;u}u3(U!nf4huGO_Gn0rHjo||;0FuEhf5HtE8T>M+U_PM2E}t_gtp$XH
zRY+U9e$+*3s&&fAD!gz^EL^foPy`=aG!99(M}Ss2;Hz|mrH!T?+va3Cph($@(S|Tf
z&*Tp!v3I0l9i2?DR(nk*K*XEuWdhXcSwGh(dlS$6YIMZY>=8U^<2jyC{X%0&voJ3j
zMSi?$MmXFdHtC?`nXZ#)iNkOe?Gfp)jvC@lzOu*8R)iBWlL%I#bH3|N@2v=4O+81d
zIh>@$pbeF?a)Ogp9O}XuNgk@HH_>1PMW?G~a-r2wS`VL3@Dy@nGu^O-79^t~K7*da
zXX*L507`Pf2TSbIG+%i<^&zi3pomsD&6#p{^A}M*G;0eK&*>Pu=^6l>5+O#0n1fyb
z1VR9$!<8NB_Mp$n6MUOPEbu)Gw^Sv!Q3X*wk~fH(1BRSh$*<2u7sAYf+SlJB0_Uv5
zmatCwt2kU*-Wg}J3nlUyCZkOl6=ou57ru4%W-e^@R4G@!fwzbI)@E9Pz!VS9>BA2*
z#Hv%Rq5q4P%3pMu1Za`6)g~0aMV)T0e5>c$=@BCYh@vFPX?`)2Tz@vLj+!dkBnE1N
z%rw#NIWN8El^BsD?>;O>PbM+mtc#Fv$!UH!i1aOnrtZa1)XDXc73q>91!=vF0753+
z9E(I}xd4JFkV-fKO?0RQsJP*RSGuilodD`5LVgpIWy6GMb_bI{I-@YHP=#Zh7n*SN
zR?CH;;O47LAPFa(H0eVUkJ#*dFiJ;Cub!m((j3!eU<IgV%9+7AgAKTX6%R94a{z@P
z#vh=mU+1vZdT+6_Rl8r};vqbh-bFko!Gb4J3G*hN?~kh)p_!1BI~im*Lu_V-RQhyG
zzJw!jHb*FYp2&!A?My{@*5L?)Y?Y~07Vc37`cM|}sxm%l<3LRK?uOXl8E(6-2n0+)
zVfCwuyvT?Z+(-mWP)HRRz2N5Alm=Cyy>R$&svyP@a6U+!l9af#b=R2&Tl-ifYn~0Y
z9;IjrsiH$jvIC#wy84j56WQ^tJ(V5S6^m!-LwG{6paeId#q9}x6d3H)lg<?`95t82
zIc9~HRhvh{-21;N1h7sjm-#`_rPGx*E>xT{#3*W}LZi(1P{N16IWQGeLgJ+TT_&Yv
z^(zh3=Fsm*wwO3N%qza}F#5n-oR7EEa+%E>a-M>Ouwc?oJx!zxnNV)aB=dxcM8R{V
zs`cc5nY}NbGC~TtL2wj4qw4o$*<jfm3H5kePY;in{P06;yRCR5fVcrn$bbl+^Inin
z4N^A)nx+giydu9yl_f!LYUTELP%R)c#<mvDQ~%tzIGLJah&e{N&4GHzD}Hh;gM@E!
zQfo+|xyZojkq#jVM`#&8P%EXqgfr_UZnQKqHDP0VbP5p28hv^_6FDEpIA$9Mz?)Ha
zwjRCaSntnab>*qz$?iQolW1;31}lQ6GPnOtJe6DUJc`f6^NOn{dmLpU2Bpo+fWu0j
z&vFX<S?T_ipd^CSNQ9koVO^9FPdV8Mka3z6)2Ltl>Q}7zGc0oKk2l1M+OS7Dge+K#
zq?8_Dfg}u-kJv5rb`4nf(SXzt9Qb&o?IU&3Ce;oil@gly>Lm3iUzHUKD%0R`l2oMW
zEEI!#O1KVG$DDIw<=$5zWKBC34oom4WJZ~`;IPckd3Wy2a2#SI<DNw}NaCSmAsnqE
ziK^05S<yY89W7iy!&36BB+Na>-pk{6bRXs9Q9@-_meU+NO<~I`<Nn?Mub3)S_p#X{
z+F5Ck+VN+)t#1*=wrD<rdCK`+<h`pm!$XgtbVu11bxpL5dJu=>aC#`8EhMi#u;Re$
zV@5DpOwb~Yi4awVB4X-DkscM`oC7yah(ckibeN|*q(MY&m=+N^Wzn+v&1Gh=(<2_F
z7#xNS1$L~(1Wjg+yx1v<1*oL5I7pw=Yf=v6j0azleu275NG)lIyg#IbH_><qa162T
z(HNeh&P#!7o(Igpm~KuCE!XTqV}d5*)m|ZI67VeL*RU{lsfF{@Kk;p7FTl(y5Ke1A
z0GSnw6j&}Q>>N`XcJfUr;lK3Bjx3ALwib)%TstQmD3jAnW4b;kQ-NBR9m@(<fDRx%
zws1k)H51&!Kvs;<+_s-5oMet;@$+WA*YpQoyc5rATJaRu#8a?I1cumyA+WlM=R1R1
z0$~WGuuX+7#V!}gwQ5Zwq)gH;%80~y%CjPMveT+jE@at#c7N0%R&fPS!CI8lpAroa
zQG=0gEJ^}c2>aF^k4G@!W_i}1Dk6w!VYK%N<-EzCvVtBWURfc7EaE_XkTO2-Z5ICZ
zE_u_mo2*A497P|*Rm}lcm4O>D5k9(BMWX<j9IA5M<0MzP{qp|s&;RTqk0WHn#2bV|
z)EYfu(dtBz3nBvti%aSkEUctSb%41S(Z2tUBXFb~J|G4WM!ASpIWsAzGe(xn0Y@zp
zEW)4-7NHi7S$RcOvp1J-?XlS-9=u03HPXq-PDgQg_L0a-7=E11_<5d`1hSZTXr_A3
zL||8~6w;9SZ?DURvW?(q6I4h=3(YcApRDYWM~`^Wv0!o3a`MzMwJ&AWv1GG2d|yLs
zX&m*_cLZ(~%#3^h#A>}J%e4hMAQ!YLo-lOZ2FXILj41gH0Z^%hb9O!P?LtV2P$r!l
z1)@|f7s82Sil`Mtv3aN|$gg54lS7FVi+J_8G!*A6z2y}(Zu4Y1<K*-j$LioP#5Zo_
zWVmHvFDq_>F6?ECpUkEEa4h|$%>|gsJm#K2?EH}#f=EyBY@#2+Q>2|wXc~=L@H}_#
z`nSOcP<gw7VTgglvH)|m|JQ&0S3=^`wR9xizLf~cib`CO5&J!bW=<ebJ=x*PN{S`d
zIY0am`>G-@zW@}>P#We~9T{;^83||^9pOfQJP0mGdeBaYg(OpZ-^2XL3WdM0Vh*u<
zzyX!03>Wct$aNmhogT~(OF%?~{E=czV@}}F1T2CKltP$j&Xpk+^1(1whH@~cX~cve
zTg+K=z{p%NM+=TsYIysFbbG?GufH4ur5ygucOTrIlnY^0T-uzvz=7isix0X_6ctY}
zGvg~#VV7qyHVf-4<&%{^eHAKVod-Q0vN<qK4cV+%Q6pNzk1@m&5D<X^?4a%t`|Dr-
zIz1v~OMiSTFUr45yF9LbtFzeeLFzG&b+W$ZSYOf7zKjF>#~WfBc)^4QB!L4u;e$QP
zwL8!Q8kwcH={r$Q*KT^MvrUHBj3^KN_<X&h+mf6wH4@ZWR14rRS1n$-PE#P@>LRtH
zOf1zpr!|F~2ZdvSLde<y2730`&SpoO{y5pO)Iha%js=d>oayBDtTgV}imSG9gGD9p
zSuKXoB*=lnY{|#mb-3Q#IsHGu6QmPQnD8x)?;@TdiMr0SY<)OG8cQU18CQUB;==jJ
z$ed#%BN9=eIBG}=Asg%jNOCHbonR|aZrbz153vn=f(aQYVasO~`D@pfn-er*>v79P
z^v510pzF<ooj(u0N#>gyup(U&D>}roLL9iH1|`dK!M(6F4phfH?vR^@zj-s(MG<kB
z4Vt-WoiouZ?f%LT8yU|_1PtRpmI}c+M%g(_m?$!7<TG=HV$3M3QkKyorSxWWd&4(~
zfZXN1i9UCT#Rv68vf6`OyW>7GXx!2BS#IG#j+(6vKaH=5gkUBmCn#H#%OZLf66V6q
zP%(Y2zkWEdwo;xqYlMm#$#6ULPI<C^Y|7_}5DP2D=2?b{f|KfQng}LLaCKthgojM<
za1OC5lt^k2zxmB?^q>f)5|$33$%RD_t}Ht{!P3tj`->f73ucgnp`3Ot%^K!F>u)br
zPTeZCKoTpzrRba4Kj+5sZP=)?I;bc>lv7O@&hyZ~#Z9j~WnpsK8KUM{n>{$moX3y<
z0)FghbxFu(vpL7AT#l&}r2$OzgL7pht&>sreQS>pAgQ?6)k$0O85aX7bJhaO(|_i)
z;;C$J;>o?6ctY|fo&s6$j5zeaIf1_i**)U<QL)?`V#!FSO&p$C2zlQ8jEqR7XPuDQ
z*s(d;pYB6U-buZp;7Q`mj}M}@Wb@c%n0Bm%6*%k!WSBFR6D}gQWVUGNI7XdPF^2RS
zu6BHq*1GCKrnuS@Y~~vpQv-sWCF+71KHJj;jq)L&RY~%cM|c%C!u)g)rW^8ewD%Om
z0PZMRAW*^-Y@z@)e=HX~#M`{Onl>}U*7|d_jCF@B-7^I;t-~sW;a;p06Hi%_C-g)q
zfvd!WKk)ODg8R;ik}%;wVa_G{6viRK1OoMAt~$fkmk^ofpxaM9fk3PNro5m>yN~N?
z@-nbRVOlsj%4-f<QZus|=HL%5AsCuz4UV#uu+^&1h5Pnkou`hatuRxbte~Hwn=g8F
zV>V^yu#2>Nh?U38W519gc6lifd)n^O$}>$-a?HtcZDD)F)`L+_kLy9MA!!4a(#cSi
zt#luRB;6>QvU;K(Z$5Ht3PjkfsGzvPZQgQ8`IPXHX#Fb^onlE};H|P!7mCp%iBzyI
z6k~#FPf0{6@abCuY$eV)*0aX8)H{EeD4rFQG|+%=L%`H!;7Klwl-h28M*eU}7d+GA
z@8QWS0>Y(CWdJc49P#WM?!;4QB}sa8(h-JCJfFT!A{=;c=nCyKYNqvPf|Bu)UxMCT
z;)=A&U1y2c8TMs7X2pF}L@G)A;fL7BNM46SX86GHlZd?jKmH78p*_%+Ar_t((waTK
z4kx)!aN{P!<wbV5HpfU#a^UH=hMT@E*3+PwV2HVCy@aXYyg9_e{L?GMzx^9L3%;X(
zNx_Iomr287*HVcDlP<wQMMIlo5gFy2xq|06Bic8=Wdu?tGANII_tAsQkeHwbktEBt
zJMR1Te29&lYU@aXDhPwX9>gMC3c>KrLOiUtQtTB~U)iaB=qxSm>OXJeusc8M5c}rP
z^@`u850!gd-4Kvrn>n_#933VIq}5lFl4dQl>Y9?Yu0h>*>gA1I)+mxCgXM;HpNTFf
zgkW!$z&+i|pvA+*5K=89d?m%d`#<cOzibyz0+`n0jx&Y8`C^reAeQKmKXYs**bD%^
zvNIIT?`+Y-iQ7l%;juzHp9h?jk53$Mhe`{);G}Bg!i56QtEC~9lB-9LBuv}@vcLtk
zoNzCXacs`9X69CXUR{xj6@3I;JWL*sqij;Zv@Sy{mKH-#K5&kmc*+-t@8QYki+F0m
zM?A5scpm8*H{Ps^H#an#^C9+R=nCh39yP?Be!CQfa>zK5lYePLZ00CYM-ZYUASztB
zNNu8h=UDr*2#cp|pqyxrKmElf@1F1BJXR>oqi*9fC)rI;j|1xN=Ne+6#3iv`8DhZ*
zI;=yvvd$f``0A+S<#R?3VbUUV$W)lLDz&419ADMntiHYBTR@;1s8wAbVwXWB*-zmh
zL*z8=GD9quc8Jx{kSg*xg|V$If?xy6wYcVFbsSgn%MzA4FpaY1sUzzk`qVsutLNY^
zBG7k96{qf|i41Qyo758~cncr(IESuCC4Af$AY>R7ti_*`l|2shhzB#SsQS#Y{aMC+
z2WE&}fRb5gAH`5=;E)3Yb#O4zE!+sf&Y|$_`vE_);@%K@6Hh1=F0ohwOb-%Z$SEn-
z>^`BW?B|!d{A1j`sqak?Zf*!NDJ$JA|Gt^mOg<;A5|M7mpL9ccj6R!P)uT0sSXJ2{
z9+Sib6(%UvygcT&N6)f;Q{j``kVMoq;bq4ZtuaBSwO>e6K53)*Ov#JI9wDS=IoY2|
zPJFlt+R4o$o^p2+&nZE{Gt<Qjniud)!HUR;GVz3xg1U+4iQD(SN(w>`0v>uW2Sx-2
zY^Tk<yOq7Z<y&cgMMj!I$0~%L93>I23_3@~<*wurY--cz>@v84Y0gAl2U>{1D<@R;
zQ&898x`&1o$Y!X{&lpOvU@5xRP+VnEir<4LF@de<qP=3Aw2zF0Awsq}MVDDlt74i1
zoOzBXA-O1!O=$h`0k(1k>ed~{SbrMuo3vc4w|g>_T-UnTmn@w85(~haLu?Z2WT83G
zg1H6!uJD{KIO8YoeIa?d3CO<rMG<J#-;@_sk8i0s*N728PRm{jE!2%tp`zNMV|tkh
zlc*{a{J|o1)B?vh#EZ7XP+qK5S&FMa56(BH=uDa>E2$BU&#_L6R`i7Lbclt99%0;?
z6BoF|m`Vhu(B51C4D241zGz71SSK?fx$sx)KlTuN4^QHTkXQ|+xk^;XfE{k(6~VO9
zaFNZoo?Yff-RFASeY3iiRcb2zC~Rkuhe;^MEFN;k%{Zg(RG;clq#m@Cq!~;dIYF;f
zlH&D9C;=bKIf4a94zbe-o>gmn;K|Y32*@(WdMbtph4MEdru>~;JYfjQ*v)5ZR#2iq
z>@=DV81><%8%M|P-3gxU??Iz@MvH=HJUQZ-K0EQuOF{5-LgOl)9TLnZ=Xl<8``-QF
zFFW^!u379!ad=A*LVJaOQAX_dlngpSvYb|pav^H>!@wVSh+XguX<;&zxk>^tfCMyj
zf=>t*hWIS!mBt5h9xIe&N&e;#%d|Rey}whwV*O@=KB`R#lS)r<sS(0OL+BVCKv4*T
z4*2=~KmVZS&rsU2gv%bQ?`2@mf-NgyyGkT|f^~8&Mq8eHU$|G8`~KHN0Oisp@u#$z
zf}9~Xf{Y9}5REzxu{{b2+cDe7v;!1UFAks8ozhm(454M1iLnT2=lpRm;{k8uFe^Xa
z5UcK#q}qgo*5DH|(4c{e5g;i;u&8c7Hl8dSEct>w9mojba0m8qh8(W&f4m`<QX$(B
z&xD*e0(ja3A1GN+&Bf#@&ckPpvRaP?w;tlDyxJqAI{Ltgt2H%MJ#i@<Ras{;bfE`I
zC^{0YocW^?Ef*%JzE=uR4Jt8Fr1Vsu3-l-%=)4oyJr9S6R_0jkFU`wSF{d*^MlL|a
zH-LwSZRpa$wB<r99GHP*8t1=ae`jwcs&O^yaUD-Z^iDiQ?U3S0$M_Iu-YNBs=wyhE
zj09e=%P&fo_AeT7swCMUeK_N(l!G)$maJutr6>MW4!*VR#~xyZY>7Q|RYanupHXH&
zk&&q+Ktlj~XpzljzQ-*k49pyo;+;Hsj`OWYtWZ0oKt|++4|2pPGK3FI^NNRah*iSx
zndn$=gC+tLfFdywDX#V7L=o{+>DDaI4zV!z+lx6izrYB=A@GEr!$p@#71~)I%wiq3
z5Rey<MyrWigyme{-dUmh@vneDDX00OoC=~^QcvqJJPj^{pBkkumd+A6O)tX=r{N@?
z;IK2($ef(&jvitf;-#*!kriTSg`9dBPG&sNe6jkMGsFh=K+$1IQlLQ){E`Mws9OG^
z^XAI8ny;N6@t{JEh&eD&XL9go=N3odK*z97CR9Z>C7tPtp$A`7c>I@Ltgx75J){g#
zU5Xt;I74d4j)4d3aAO)m8$=S|9I?n|m6NMEp~^Y&jCc|~=ZM8oku^XCE*HXd(^n$m
zhMmjk6@QW%UojMyCQ;wh2vYbH7Ukw}zHw>JpHeBh>4_5KKYW1T5hz(Mq)&dGz*RvZ
zgA()LvF?1uik+TX%KV-prTm)(rHVzK%_tkYAayLP_z!=X%`C(LRJ2@7I?0YlMBxzS
z{}7{Y`dK{F+(mZ}&yplX$Bp9YsfX}fWD_}&{JG)e7*t^w5r}3)l3P)Q?F3f#+sz{s
zK2K!Cw}1kIr#u__wL6fhoIfMwiR@3sPI=DZL|GC4aDaQkTs1L~yg!Q7IU3O`#S%kE
zj$kT9UDQwrEISLHDHack^rc1p`~L$^lt%0-GpxD<;y&EivduYVzSANjE`R_EfH;Rs
zIM1c(aN;^<|K6R6Lv@1#tjiIj3e5rqyTqSkoLt1;A@|Ndzwg21n*S=-u>^;SOcb>)
z9ZQRk)Ik2;5X)z;5B)bpxb>w>ouZ8x0hk5zEY>Xn%7wh7kd^R6`2AXaj>-P^iy~0U
zVNNI~-6*HlDpSaVdkAw=VK6pTlTUv}1k%MK_^J|_BZi2CPI!fEsq0D^L-fHXeqy+y
zv&a5OV#Gf>qoer~51s6^ILyN;1LuX{K0}X|r$Dg!Ju{UP&a-yYL}72GyNJ$2-$ZKA
z5^_2zY%N(ku6$*i&0zN+Bvm?0pw#oHjvaxzIK&?1=+Tkm1P!V?bJ}@ZP-3j16IK8)
z@h+{L;-NZrp+_JESC+mO+``pKROq!ECOg=xtvjvV2Qxcyozvj_Td;`BQE3NUl1Eyt
z44Xtjr98uvcp{Z{avn-u{^X&rxQb3`rb2K+T0>iN3dad7qSkDtCl2%0DrZumQv~45
z2bhP7qL_uB@nFWnNo^>vMQL#Foc*{LJg0O7&o=ky&&;e1+&JRNv4`*!_@hE}f_A=o
zh5RL`W#~eKzM+I6NGnE)8cCE0&fq!1M=OpR;!b76&ZG~2oFI28O!><BiZthAm%|<V
z<`7GcN&tX60jnqXI$K_xG2TRjm1T(Ks?cgEGIAVZgC`G{c;NsI^uPp#rd|SRWW=XC
zaJxyB=n{W;mFy&T2s<j`Caqk$7=GDu4~Gn~i9#SuvnvG>QKJ`&y|#`Qt+L|_3v-N4
z)5jV=A7YiKg>pc{7VSW4R47SNUy4*B<g^R&Ry0r|q$7k!PLZ-D*ANb3$5{5A?*ako
zQzOTLO+n4>k9+=1mEBb1&>*K_MRY*3z+{A>5~?z#9X&)XlvDndL=0afVh^zdM{9^w
zf?Y8}50dZ%Y?fj?u6zY~oe1n6gtq<?9jlm-f~J*@DRcXsmKm%Ai99;WImBTe;&IDq
z%R4pek>88raFc|Hfp3%w2r<OfImAv^(|s~H0f$(LHz$<F*fsGKFA~}rJUu1GEZ0^T
z+ultoq1U#nA}j~C^R^KPKLB0~|E5snS#d$qft-;<CdfV?QY`e`{OMC@?w|_9Y>2Ac
zY@v;nYf>+LdR7Awg2(%hbh?9cobM2iu*mN9Y{utgGa`_TI3ajquQN586n@>1Um@_s
zYMOk@TX~eDnQQ0YMC|<LJv=i?o#Tl}pyTrscw$KK^f<mLqU(5`N95Zjs8lFd=MW1|
z@T!8i;am7)b!g9-tfPjw^ZCn9>GPClolp`caZAdm1W%MwhlG}=1IuK{_t&`;cuOfs
z#~I3_m0X<SCK{|44MfUF&kDk)Qo^pf8bk3j&5Nr&VZqZO#WNJeYMZf?&!0r(_5Z1i
z;BZ=A&{L<Xl_zn@r)vpf$Oc}ilt;raTZ)6~OB75yHc=p?d|83wSnTi7u9}W&!Gvkd
zFJTys=>j-)MixBibMi#>angRz(gzw<&n1!8IRP!D0LT`j%R;%VWXIt#B+)W{kzIv%
zUwmr_VBH*I)eb&%P*Gecmv`+{+0E`28ic?(uq`Z{tRAZD)OFffCaW+UOJj~jg{H<)
zG!>1L9-KOp=IAJ-?YOcGJQ=w$oc2D{1Q$$VLa`VodBrz=S~ttE3UHq2n<hH8Ib5B#
zREdv_$O}&tqZ))KG}t;>RRghmkT6C+3BnXlQQQMcT9Zdd!Cw{}5^l69aMfx4T$1Gx
z&xR7`Q1~`zh(%Dzsky6YOu%(L_oI6=r)*jCgt8*MDxPsQttWU2t+Ezz^J%#mt_D3u
znGOep>_9|K__O<ztNeM7JT44TF9jb7*`?=(Ps<#epC&{qI@y#9HN{&CZ?jw*8*oVo
z98R$a!3q8kB`p83nKPZ7(hKF-1p+i4oh9Nw5ImT?9P#8BS2>d$iK0!)o%zBN+CN09
zg>@5884sQ+f&&Yl0Qo39r3Ozx%}Pu7Q9PGG=AVMHfD9S%rb08WKs7AofSmH7WuA$P
z8<7#uz9}Pi+V6bNDg;DwTC#>hRux;Ah?**Ja^?gcTC6xn+4hioL#*;A+5yT_o)zW{
z{O0v57%ym`YxSxrj_9Re%kZ17^7#Z$!7g~3(^4jpkr(awPoIV{7jAM!)Il#TPZ^f>
zulRieFgZ&2Q{S$HUrdSv=vY@f0H2d&Ec%Rea|TL*!hW#_@P~}Xx<}GA1iqwzG%**`
z07RY{Yzo{{d=6-FJE|L=L~@<b$MMhxo?{DmJ%TgrW{G84lkj0?N0*|vFTOhj$~x4Q
zdQ3ox$e>CmO*oSwwlWpMAG=#>r=KCSa!40LPA2d(6jh;4Q2t>lK9gDGWDZx^%COPm
z;+qF6iJ>~i8ZbJpq%S+fYK=JmI~`&Z1+6oXzyVgWQ(-R@5WcwrJJ6EWG!93#aiqJQ
z0M!g0xe-NrMf%gfg|$sfYm&vQNW_~(fipJCX?mP|b%;%)WC$hNh>s#41n#lI;|Z3E
z7SD(_JQ)?BXCY=e%BMd=S29Q&(QN((6|W-5sSA@~2jk?(As53x;*%me!Gvi8lCje=
zbea9!;R(m2Mv4`bj4X?j?n6Lng90X*giWyh|9a6mrNj~EICgaScxTapKzgkG%&~27
z{IL?tRDhD|X;jZS28u6-C#Yq_O9U-ahUkQH2qwSR@jN2zP9Ap-t|IDGZ&^-?g;t6}
zn_8+bKG<K{JK^4HEu;`U8@<J)=&fW~Y@JMoQ4%5FEAW(Oh?mI(P>)V=&|rwe5j~ul
zKga-~dWBkZa-&zE@L)i2aRpDM1kcn+@ML$9k)RjalLZNi4kLrd+hGC7H{nN}$`hDB
z$CJr+zQrhD%Zk^ey%?QYgV;N@Yo@?a>CS`^Tb5uW<{_kQ$#n=B@as0L+OxQgDwAyC
zb2=lq5DeOuL*@cwR<j&&P6gd8u6^@+K_E#~yiy#QLiqXChBFyr5x!GIn6rqCqY`z_
z%qOZ?6^9TB$EGA=a!Jmdg{8BFq3ADah^^j|HT6q;WJF%tdQyoK=i_x?pK0y;f@7oS
zQBHE24!cbIuc`a=KVK+c#}=7G+9IEx;yAxBkgKAub}_`tq#xaj-U=}6$_c1d@l2=i
z)Pko;zIcXLIVABm>K<s%(tVuCr8a^zU*>L3eNRXMK$1Q>9ORdOl~a;t*JX(1lEUGe
zexX}g0G!JmW#wBA!-W4P#{3eSA=ZKJ_{z4RlvgJ{@B|>d;@kCzO3UO3&Z+&p!+MV>
zCj+UtIN(z(?vRDHx%af!xWR|usg7>q`TB$O%m1RKffhLL#1o{!(>d@wPEAkXxgfv9
zbzY&~XqE~s?VG0KMR=IRwX&S!w2UQHY=6c?UJvJF*h9=14w-MM$-6_KgqA3ZcsHlG
zCHCW=oM(tOP7#<B6cd&jVI}EU=pB|ip>@}vbUflgk8@RlG+3>$Gg$CUT6tpSK=*SX
z+S}aG8Y`UXz|Lk1Pg-}$%Q578ckE}H-Mlq0N}8gF5&voz{ONzIjEB%mAP%{A{>}Sw
zvUW3t9_=mwLZiboyH<-7PofV*tZpZR5vcil8m!{E^jSgv_?f)K)kg!o8TG#TEg&G3
zB_0k>g$Z-?6btt%GG>63|C}vDj7C(R^kNou)a+(Om!%}}m-$QVGIaH)i43vIT)u$0
z0AA!><g0sWC0x_Qn?o#%B;wfmE9p@}B3Vhlu7uOoqm?i)l+ZYiQ%%r_Sh=44>)sH1
z6Hh0UsJRGTo!Lepy4k+d2vQehb{^}IIOeFCmy6e)Vx1H>oHjlnKqJFveunKYu|Y{L
z>>={n?y}tUl?_lu0G_Ms`~sQz&4K=Ojy)Mj*j1z*AdAw)K(cM(DX2CnCl^w_aS5bC
zvw~`v`Tkdf1<&O-x`}5X<p59Kk0(^&DHeF5?lMEB)jr3N39O_9(tAU!NeR47XlDiv
zT#=DU#Ra;|U;=c3S}}1l#Fo$UKFiYyK^tQYvHgc9f*`butV@;`5ip)%5&T1VR%RFL
zF9WGohOAQb1kVOLXRsu+kWSjitGo^`FHmBSlJKy{7DI?}DQ8|Ux`ps5wES2E3Lu<l
z7tE_&50NuQc`IedNTcNJhAmC>jFerg`fzWEof+(%<9cOXw5?+sm5Nz$D#?nI72CG$
ziYivcwr$(CZB^`w%@v${=bSs(fA=%5V2=Kb+1r@Cjkjewg_;K}#rsnjy>y}+ZM|HO
zqg~SU(oUYIp3tWgzE06jv^qLe()!jSPQ@}bOBm@nml3BG1)ffnpMJR-P5P0_IpC9P
zC>Q7I);J;91UZ@Kyi7YM`K3<)-fVJD4x@k}UG;v+9tnNw-4YBT4jRRvo;6M)WS0~D
zrLG-!C?=gQu0cmYy4M{Jh4|*=Tvx`zZ^ImZi{6byQ<tVmiL};5N{-*u)DD!=O6`2x
zppy{|5MdJ6vLa<QQXMTX{7|y72=r-QD~8HR;oJIAYA^NW5b-VrnXhAa4a`=}aYdi=
z8Kyi{Y~>;EJ7u<F-i~BC(GX@l=FE>|nhb|4BHZaKj>ZV#b49s~sf=L9Zr&3Vh8Z<M
zB^Uu5hMDLeou@h_K=X*PiHN=}<<hf2f_cMr(h);YaYCCWHEW8Rtj|b+-7|fj%rg+Z
z;yNK`<wmE`qOSoAp{GGp1*>k3C)%{|K%2SK{ao^SLj9aF`I{EV2F#q9S9i}q&SoO&
zFv^+hWh)2MSJmZhj!(t#Ne^L%+*Qr*>(9tku16)HFdc|pKa`M>^OU*$)Z+>z^&C5L
zc6_7C9LV_2O2|Jfm(|DX+@5&tFXLt^zgQVx>h*}$@x}^%n(J-X4|N1_b!$G~&Kg}3
zqS0;=9{P3^yM_aYr8*{0ZEJX+@StFHQ{@|sG4kT%GA4kIscdso(vLkP*565>o3_e`
zQU`7CzB@iaC@Xg-`#ciI2+qDmha;)ezEv3~=MiZ(KT!)yyz{*UU`-ln3RF-YIqbG`
zmPfHRzsQUBAPnb!mu`p5a$(79n8e(?{eni?NEiPtF)^GzHX>ysG)hr>xJToOB6_%x
z-lrk6(G&}+PqB+_gZ=yRE`V2_x*_MoWkQI{T{_qf>(n2XWSMW1c^LLd<A-9P`X{jj
zjG>tpGyx*1KSZPEf)YLM`K2$z&97<bKljYlp)nK=pOg<3`W1Qc@%%!aJz|)_62uzK
zmB2l9@+ys5cg~Jxyd^^Zr=Y87kMihf_$3%R7FRkz>*sl0`ksOVJ7Ox!Z^jAAEfdXG
zdV!+NFLNQ*`5U(9js53~F}VUvFpv}ITL$-D%j;zGJD6x5m+VhzVuHnYB4G4zp7-=U
zSKfpy{`q8W-dmUBH0igQg~XWhjJ#0z3Mw63^}vR=NR}>cy}N{ja!WapmzM7jDBwg|
zfj1_<xrlhKHdt?F1KSLEP-h-MvS5AO`N#;mV9WyOy7}R@hA&}05SM7v8W9O?xR_4m
zCs$O=b-7ueiKdEwGkm@PX6`}yZWCjiM^3{;)y>`!?@jP;tb<#?$L|ji{Wmj1zrJ^`
zszz3c16Ak&`Lt14$-VO5`2QR5<C-ok5~QxJLQgLIU6mCwF91jEZO}14oDp(G0_v}s
z@lQH)Qz&M5druVJV65_Yy>+10@Y#oE9m+U`Q_-Qfd{0^qJJ#?1kjD@{N60R&ftK${
z(3T6P0?gdd_qYamidRNgwz^Zr_Ol$`F`(9sfx>bWeRgJYwnYP}6n&^Dw#czAQ`E69
z%ru=x9Zd#@GS{$HWCDd9r^9ll9VGr@e%pK-YlOG;pS6qQEY$J|8|o_mH)R~-m$PBW
z9klFc@2(x`1rK{<Y4T!-aD+%1wwGOH9C?aYJG8yq*E6+An8c=EX2Q^P{SOUf;nagO
z)cx5-{wE~7g}X-oSf7}Q0ZF7M=&oBTV1Nu$^jIULl&~adeZrgqLRU3eN)wN@+?D#T
zu+70xVV+<58Bx{pj}pJXiYPk41D=%eB5Rq0rL1%7M-dg%=UjH(e-p70iKT$b-}X$)
z9XQ?fr^VYkJ40-EOBgB(<}l7};?e@yQevC+pxdFcmoYV6j=WORu<PCc3flw^v7Cdj
z#VkiR*UtfB7ybI*QrY89!%h|TXTxd_zsyn@Q=?$!n#$IGe_KtXr)HZXG5ct{V03if
z8gHpu8u~NC%xk<&o$$HUh&}0G|MmXfk@$${-5PB8HW20MHvWL=maY=x_H%dC@*0Y8
zaPL4EICdn41MKM|Rr^gUOm}~<B9Rn5@5EQAB{f41Uas-u+UL>!E%R9XauE*P!ENRW
zO4NS7%^pyFRO$pwu}nzdDCutH@NQt>QVNJ`m9Y4}YJB{AB*EwzO<2QRODAcNX47V<
zbmp(98wQSJbKZ)_oZe3igK%zJUVxl`sM5MDH;=aXj}(9*CG_N2lhbYR8JZ-813Gnx
zgi&Ij_cl?|E@|T95iyJ(8s8gNIM}k`^nsUKDN<6#yZ}XdrH}(EJ{{*Sf4uq20>ZlS
zP{4!%TDkhT85iB~*xm9`mqQWDQUQ=Z`E&0e0xudzqv-d!)bU2EC0TsNuofmU{!js>
zRHW!qMemykQjSvc(^=<Vv`4N-iie!AYfNGaEbYR0vv^k~vtA~66A2U)l&2EKst`uq
zfiRf^YJEbg$8usSu9`6VPaN<fH63I{@)Ap4uZVoH<gbH$4gJ34-|A2$XfU98|Lp~Z
z7}MC930RI4kqqZPU2SNn^N>Z)tedCZ%Q8_$P(il>M6I_enxfh0;*QOey+X5)a4`Lf
zQyYy{g#i)E7V8i0Y5V=>3M@Bh{9D+iw41ZiZ}Q!`Bg!0~8o)e{!36%<0PMtSaaQ<!
z8pOi<g!C(;&<n5nPN@w7N2NlgtFqfuqB01fEe>pmUo+)l@g^T>2w)tj{Y;wIU(*<V
zmWR30aYahoW0@nK5yy~YjI3lF%iG+1mTKc5$hm=%vr^0%OgC@oeDl-o&c{)V2o@fo
zxa4Y+k~JH0yJ(lWg6LRK(syWT7p`&@scJH-NEx_U^Kud?BH@N=Pc2D|u}$IgjFT;V
z5;SI+wp~?U%!MJdfPt69j69);Id2sLc04S}QrM*|e^E<u&F5{5(X610k-pv+6|$>+
zlok6doj%4HO~XshYL&`)@T{JY)e^sQjB#C&Rg1<#neO=dNk?iyT2qGojRWB{1zS{H
zij~0(j`TH;SpjzM_zf$YmmN)5jCtx#7B2S$>^KFvV%gtJJRaY}j}{c;4quBO=nrFA
zcnst<tL;$7CX|BnT(!0UOTrn==Kf27UI+mYcEr%JCmsHIq7;g>+R<tzWB$tY<H-|l
zmKKX+_Y{hZU%*hjru5}Tqs{@!Mx_B96dl`He(&ECRz7=y;ehgU`sJ9ZY0|N0Q5E^?
zNjUVj-a6C~r)X+iY$cMHt}{i&c3iu(nr{NM4Hir{GQYD3iZeY#^c?%A2ArJIWA{>1
z0}}xeVQPJq3Y1!TKMPSgYDInHUiaxo48>_43%5Xsd(5ZkiTf-FT!ZbBv;&0+cV>Z0
zs~sv){G0b*Q6e;<Ieb}Os54L#V}<ivgG@va;ubedz?l-B%LzFz$m#qX8V+-_uSjby
zWk0uZQuX=YlLnZ_P_uPJexg0S{&&n53v4FyvlUweXo=?LT(B-VWBvp9xddZatR}K%
zlFGsIAt51U^&05=1dAC8RPrGKs?!c|Z-^?r`tj7K<XE6-Mkw&LoQH_s)zqglDR6|Q
zJ+jE|aRU6Nxg_9fbnx4R)D_~ovhwOyU+%Fnh{#B}ikK&y&I?v)2LbUA$jqFiK>I^3
zyg;#C22UiYs|#=|R6PM}ML?<08Jf+H12D-IqWU;EkkEfM&JvL(sOT(txMpeR{<3I8
z{6^WjWf8vt28guJ6k22PM5Eh}%O|5h{L^ktC)gyYeZkzWMwFO?i33v(Faf5rT02rv
zi(yCKjs=#v&dlFEk6}0pCs5j2r&~moR2-RCq{+q{Lw(y_IFz4I&o$;X7$3Es=6^@c
zYCX|jj~)na^|t~ffyFqjIIBdIG>;OCnF4K@RsW#wYFtn5K*?V`Z~@Uj2xb(5P>Y!D
z6@FCfl}Nd;_o9iBX?!M!Xv8fqeK2u~W0i?Rs<>j_3<8c<JqsOu<7sWB+4C40l+P&3
z3csu0uwbh6X3AcN9#_74a7r6{e8+VN!QL1^CcR@Q@bs!+b%_6WQW8g*p<0Tmz;W-E
zi2oQN!I_Uq?uCb9P~!YBjog%b?D)q911enn3D_T%*dScFSU>ZY_8p%@Z6c+Txo*_0
z2vBbNm29uh(D$Y7!*s61h1@bxgRU_dmYx-3m51_py#+jVhBSgC)0l~);xJ#57(RGL
zl%SIlT{oVpY;lnQmZkct=Ng}hCoIrG7q*6lf7HG82ktn>k{w4$FK)|lqT6OF#PyfW
zF7CJ}j}R;GjQz1fy_*Xo(w!Ct)kF6bG2bdH0;MqyFZG^iDAO?d{P`7yBz<@L%qe96
zxoZ>y^B%QikYb~MSmt*L))*HT#>nY_)69kSIwX?c@$<~mAvY>QP#C4x>cRVLV068m
zqJ^%*N=xyJO;dlPRLgBwPe|u|6V1(LkzBuFML3Yr@%jasM1!)Sb0RoxXO~0*{-`^@
z>nHuE8oRaB+ZvTxX~pO_ILA!;7`V^t?+cXK`Y35en$MZ9$_uu;EVMkX<^=z2XefeN
zEu?ukTRm3zA|z*Ux-dw3@n;Kl_)`sn!J)O0SpVg)t5N>JGw{ZRE7wnv1kdDNnQ4SW
zX~NCj!XulQfIGmH1OHO5^UR{M8-TSUB6P-OVR<VUfEH8jK`ZXCq{u=(!AKE}Tt<-n
zAXKx0&Rl53T^Mg9Y!;Jc{<9DP#Tnp~n1L{uHiY@dC^C{_D;XwY)T@wJ-MomtyGWaB
zd~ZvIi)VW#>i#|u(rMTJD3t3AzMM}2HuUzDX&+%R$Iti0cT+Ml4&oOb@dg;5WabXe
zC(>B6sEix-M**4onJumnmHCmi+}m#|cPw<`Ev^fGEmzM^jtH<UnuuCN4y@ujQbsk4
zg?3?3GEucrr5x6gahCY}9PpQ+o7%^qo=p$ech2T7ONj75K*4-J+{D*(|2I#9ycpsK
zaQtp37DvN*+;+<)G>fu(7L7;N%LdEwK)}5+jEjN5PwMO@tp#7Jj@qy>t2Pid+L@$W
z=11Z$NmR`HAo@gmDwA1g`$)TN2+NHGkqJLIm&ER(hYcA`{|hvpPvx1`5M2QN(;(4T
z@urvu2Tb0$UMck=JS}-e)`^bc5DZ7_tK;Bz^NeyhOJ0S5Tg~K)|1wW)<#-HQ*!ulE
zC)mNpDea1cYc0R+2G5!-7||^uOX5Spr7b%;jtJ{JzhGKmDuK+06Yjx0&s`(yf1YHa
z5&VlgR$#~m%nMC}ecM8qJ$>7ui)O~@lO(Fyx9pkr8B7RM=j4AMP7VLIGUe!*$P{+N
z`TL>EU=KI>Ha4e>Bu1M`tN}dkT>f`FKGMWk>NQpV>v*uGko*`apRTyNXCmHYFAXB}
zxZg)2xyH+K8r(OfF*)3!aBEkRGA&_Ip-oa+^I_g{j5Zjd`bZ3?=duKNH9@W%MbJ{Z
z`CL8Wc$(t$5O4N%iF8z>j0m^4Q@XI!v!(?RJS5}MKcIKNC8M+mFzxfUKZNyu8KTQp
zr`F$gFMSl}4F--HykBZLQ29E*7vi^#1YCZYuf+U~u$~28!L6JZw<l+Kf+aKh56|;V
zcc7rL@52CjEN%64sZmj2{-9rEVeAcTgpzjy*pgdnj21f`=KWnRMy-V3VLu^egx!Ur
zIIdRhrr%tM4Bq8V6*7t@Ew{HOPIlA@r=gf3=fFk*FvlokYs3kK*gUKt0jDIT0Djc#
zggTo^@ypx`R!>dptObSp{0#OJ7YWzI?_oAK=W^7pFs5}krUZD#O3<K_DXqWR5n^5f
z=zKk%`DBq<#eV8n<s0PvFnL*!r9aHzjj(IAa`<A+H=T1~u+@9%vSJ{56evi~)S<{L
z!_f~FiWLn=#D>u=p)X)&x?il{vjqc2tf)=hih00`+m*vCd3zNj%g53&`L-Otyv&gU
zQODp7C)E(ow7t#S@Tb^|DKRjqx8~H~R{uP1oK<>EfjFiW7S}J_hUYesy<@Y`KRc5c
zky1Kx5tMv|@XzZNfO8~NncuT0x!t)(EQ_S-k7h72xu`bi2GHRp$*P<=2d%wHdyMNU
z3ay0Uo95MG$GMv0vKAw*p^0!Evf@YNm%8o~i}ZRifK5GNB@3)Hfccf(@&w~EJ&T+f
z>adz;%990-Xf_@Zc{<4?`0+{!Gwr!t9?97kby<BTjw>3M?jHetnN&<O-2Kx|k>Nrx
z*FN9eO9cOXLSVsZKzuL@l+^va%9__+Tv$S>J0C9#^rsGe`F#-$>ULfvGMeGKmIk?C
z&?u7)Dc`R8`wT*fvX}+tn9|JWSLZW@8vywBHMrAZ<2D=(+iEfigF+fYqZ!*cG}GCu
zC{jq16;V{0bnYmq=o!83to)Hps(QZ1CKe4<kOyl?-D8SKNfKM~bDK}I3f7R(@4N~r
zc3S#d((plG^BrK`MqrE=ixAU*6L`%o7Pgwya<Tq1A4NN9Solz|rbHK37?PXk(4Hal
ze!3n6H#f2jUY)Fq>$6XCw#n3i4pL3N^?f~Bt3=yUC!)IL&_=D9wq)v&g|p1f`UZ%_
z+69|%(u2mN$-wJw+^4uaq7pWA3npI8uhS5LVrDLG4AOLBhf~&W(IJUcfuO}bP)hb{
zQ<lj1h2z!yDgn}+Dyr1@?Vok}3!bS?X5&&<9+(1d*N1uIHcb%Ca6~lJFmS+?ogV;$
z1cFfF+eSP-de23l4s}4$HA?JoWQ$!cozi*O$#DBg$vJ6z4A++?Ba=PZ`VEt7<Tz2S
zWEVp(FHmXfIsww#kxz9v){f98Mg@VLcZfa1>1%vUs&q~llapx03nd-+Ywtwk%fgmb
zGY~O;a}cywLkCc5uBaU108hR)-BIDn4)o(_@I5s1PftY*haZ~Y6>G!F2HPO$=$$q{
zBnZMv=$tu}GfKo0{~>U?+xv$fGBUDZ!ozagrR~pl%GvYD0jujJ*IE;g4CrySp}M#J
z>1`EG#9V3g3q1#882b%-pcFt{Q#p^_w+Id2gj~lE^F^sL+N;o<CZa;otj;>uj$umq
z$*wQWWmfdr&QCSDNFL8)Xeo0C1)gor1ji(J9EB+(($dB%TbO8pWkTdlTp1R*r_UNr
zB@;?G3OydgmW1{rKhTk)%3$p6MJQ;-BsM5ku>A+G42i2|@9$#?m=kH3yGq_csf>m5
z@4C066@`Gy8_ilt&265{fgk7d9+e;A{e~3qiu**`x(<^qLQeh~mCxUv<~s+4mIjnI
z^P)gu%Pi<9b;pfpZZEyKZf1@slzZ4si9;65T%>Kh-&$GY-u~s`eBX_i&0{XiXTYKP
z0Zf68yB&Ajl?S;)G^(&x*1uUo%Y=Po-t|b#dqZoCY@N9h$%IJt1e_vWQ&hhsflaJJ
z%P$+ZyWP&Z-8o-F#ev~CSihRV+3EEZ-zXF1CBBI0Q9zHDVhkgwjk1Vk9KYEcSun@x
z*?YCLTNq`l?d2tqmCx*MRm8q6s@00ZkuI4e=1S4_$|?PLL|YA*_H9rp@kGq7<S7RT
zN$NNOu#D2fJOO(Z&)<He0rupc?L`me=6~NVA<=e`NDg9t#ganKk5m|3D(`~szW?Pt
z@Y|2Y-30cv5ZU}m&+<roXR0k%<zEtdtE2{3Gkd|T(dj7gzg<o%uD!3s6nIqcfr6T)
zd9@3lAc%0o;&Y<klu!+RaeJ7*&{O9Ow&@nKG#R+~kAjFmdZ7-;`J~w|`79(BU0^-d
z*47xWL#g}Q;t>gRD^<tIRgA03d4g4ze&)@z+d$@}#4Za5q|`7Zn<_0z?3Yo^zAL13
zb7l-rb@Rodq8!A?CA*>$P&K5Efjk+`4+Q78WWeo*RU3y|ukR1P7A!mrK%5|N_TylU
z-OHF)kBulvlm+IEpmEsK^AEquJeAokbh#Zih(y`xjDI|vL5AlOY?u&BPobU*9qrjD
z%y`D3Auxh-P;=|U<?c|(djWKpAM_8ined!Wa0F%i@a2x^<6?~!$-L+^+G>+YlS4!!
z6Evmgvl5c*AZai)p_?UVB+^hGrojl6fH6XS`6zUasC^Acz!4|QKIB@jR!8QFdSRTT
zWO~6qVsoL4vQqc;a?y~?)ppDNw*iqsg}rzl-(oFglsB&QQA^vOH@N3{9<3v`utq~<
z<nR<&;lT$^q^j8uZk@MPt1Nx&Lo`d#yrKp$(v$D_u-pD6|2T8CoujADn5fpm?S6Ra
zjF)7PcJk_+j*|;f?<Qd<6MY&UQt;sPV5q+qM>giMq;NGO3~<z$B+BXpDZ(LJ^<SDz
zaK(61$ipj~+bcV)PA7+x>_a5Fn&uDu>;m|RB`#J@h3;yi4WWIVX|gyxmqqO#n~5>}
zmI2(P_~V9&c|qKB;0Iw6dsNBA?82KbYgW#N^34xsF6D`ufNtcAW9>VoMGLzrcx6iw
zl`!mbo<6E=g8U0w)ok@9AYJ=iC7ag|;xueGnZk4{GGm!RSdlbCA^^G@4;sYdKmjKQ
zdQcC93Kr$4Iy_`IE*RF+b8KM<q++Mn&&1JYi^Kwg)RZSH&q7qH7&s17_-1~|q9s6}
z<&g$5HR4(R{DUp`5%-oHs_sh5eU@D9{L1+N)pVxQ`EykXFv8JYJXIKnRm$cCL*)*;
zgM*nXJ=HZ_Ln7O!s=X<ay~!Y+FGJ@a4WOEUV#w@QtDP?p>6hQ4IrAjfOT%`1D4dBo
z!nPtu0!o_kygBE{8F{u>ay^>!o@QPuqr=$#&8nv>Wp?>KfxO|DD1J>AzD(oX;>Q!s
zps0I*)4;71RbCVR7DJhdhFRV_HvNS#L^wU-m*y&*o`F=%0#qz#((pK<M-8O`3W4zM
zN@1j`)W>q&rzJcOQe8UqOG7Q6IbFWGDJI(Wj$Ps<3{W<t&72Z{C<HLH|DcuU&%W!Y
zZxL)~s;O;~8xa7Us&$$=Kd(=A=Q;?})7V&I;+mu!RD-dDG7Tl2Y*^>Fw?{ewUPu`k
z+2(~6$2R1$42YP!=@Tr;>$AwgIbCCn*sRF9DE3iG<+x0uadGafD^XUD{DGSvgt-^F
zm7J6s$vS26S-6@;JF4Hva5cdzLfAlSM<1I1F5i8-;bgev|5jMQ2iP8oe@~0CCwi=r
z1f5MKigDPMR$G5vUj03Vs>5@9=zh@+?<C=Tj_atvbJy_a<|v@b-s`HX$zx=FpiZaQ
z2=6C$tYPH5G1Z-f8{uo!9_sa8Na^<ssvjf;SH@JF#{GB--m(HUdA^S(q3E)GYD(y$
zBy|p+J%rF#Nw5Ct?xv#TgTI{&jWDopFJ9*pCA*te-|UwhhMP}#5CkvbyXJFMn!T9%
zh>nI=XJjG3@%`vR%57rH$khqSKsSSY_w#Ozk$RFAP<YPv(w0AQP}bxgChH>8-kov3
zL)>XrKHV|dt)`}D1?$baw^)DL?+%TGxINO2^PGN203%3%RrC124x2S1+{OmX&VrOj
z)Gu&EM)XT$3tyq5%1Y~%=B|w!-BQzt6$L3XS|(5E!x-KR7e<^U^}H)~Cqn;ag-*t#
zST##>P2<(#vWt?MAJB@XntVR)8Ef*w01MGkjWNR1n{lvAMWI#Z${dTItl@nRhHo79
z+)S^u)<sxWOXOTLvO`eqP_ChwVaLRA;26G4nfDaIybtuS)<3CB(~;ZT1MEV6bccAN
zR$j*V+M#jI>t$S4X|~aDr-c#V=~^K?ySHl`C@b=JsvTiB1$3xev2u$0uoF?A@)AX=
z!rDEFm06i|p#OX3H8+cl?!hNtM~RLaf9_Bfi2*B1tiQ9S#nbXB$3a!S4xQIRjdw?0
z{Nu}%XOM(y5aP?=Ni}dF?6AFJjk4&9a+<;F22*p)5|4{i42o^`+*`tcF@X$tdS$oo
zG^PA|py&?$Q_x&HGz=tD%VgNga>p0%81jzprc8FR{0l+c*-OwaH0f9?_}`3|62Y$7
zgAlW-CF+u+<y~(y&unk2FfeuH=#_S|<a&fHi2eO?Gq>jpQ7^n8q3JQCoYGl8Mf`_K
z-d6>!gy_cs3kMxFUfx`xN_%&2Z4F=a!HDYlhVkU@Z>DSn)K7&YY*|*+;{LMm#JEct
z>R7x*+>od&C{HbhQ;O54;`3spxe#r#D~0!|yLnCUg&;eMTQPFn;WC<oG8)0J09|F-
z1E!A$@oG)49GftzA4sqPSzl4cO%>0gn7)eBCJ6sJPX_LWpeCN{(BQby@BZ-9^s&z(
z6AtzA6chR)_rG80<3X5;cB$$aW~683C#2QGStB1yFkzQNc^H?w>0>!J^kF?j!nVFc
zAKN4xdD|)xE;YKmi2ThVgVl1Y+Cs&qzHvp~{tyo&LRr^*{#9OR^epo9BB`gKxZ@KV
z-q`^#d_m(A3bT@eS+pe_n;q#+N1yw?PvUmQlkvK$|E$-z$vipD8=sV8EI*cJrB1AU
z>ryihm^MizjWQHr>o!}TbFGiUy$b%=4K{xPLpFBOTzT6_ZCL|B)1x{+*rU-2<57f@
z%UfbalL5+pbtZ~7crAk82snhy``w|t+U!W~2=m0kYC96a@bc($-d<NQ?$Fq7$u@+v
zd!%L=-Jk=l`(iVvKe7Z(+`W5p2Pan=*BHx*7dhSI5im+)166cbFvGk>h75uvLsfT*
zw%PSAX?WSFRk18B8(7Lgfbrn5QoYdV!cAS0kv03MBNz4x){gxygY^W}p19Er<nB%D
zR0_PZ+(qdwV{Tnbg;&#orRFPNz?P(9RaIbI;3RdffF}${T&wLi$8ie<BBy!<lm2SB
zQ!<P)%IrLTt!Z=^o2QZ=wdG3uBl((2BzI8Zp-wi9(TOPuitgobwehbM$!#BhGHvz}
zraFElEgq)Y;;F@OfTY}^n6ufW^LZajmz-JHa_@I*5$~#%l7A!`v{q|noF3Kf#;35L
z{w9M@Fvje%ofHKhf>LnvRE1im-AL920cn^?c83&rC*MMFD=QHwfFcwI2>rBzyIHkf
zNSSlAtqf@-*%NfSOV8f2C!-c+n4m%t5P=YW%ES0~4>ls@Jz<G0MOQyI&ROZFy~;Kc
zzcL}QN@EMM#R3})>nXKu)D{5_4kCmw#L`eK7*pR@{6xTIo85(<Q&WzYd+HnEeGJax
z<HY+gOERZU$DZZ7S%&bAIG+!}4DJe7hw?vit!UoFalddyHMnt=J*Ffu=qoubSX9Ls
zzUc6>N=1jMSk!X3im?|8yJ(}%`3jqg<rwqChBkr*+k`C!)!-;q<*>aU(x%TV79!bq
zMeH1FKC6#eZBO(rBX<UjhUKr0W(~;7xRqaGESs;}veU5{7x41Ti^2y<{1jeh;zUUF
z;Woo9(8~W&L|VHhmM42;ZL%=5*t!_sH7`@91|0>ya;DNa6`hz6r36K^-`6A_!+YZb
zED%-=KG2XA4D)z`zBUx7S-KY*TKTI_`vJ!2(;6;B!n%9_*$A5-LopBsv+x^kjjPv9
zYyO!@>CQf+GF!t(&QUC&sFdFJ#ZA{`d@`P8z$6ih=ayxC%QnJzHzLEY(cpxBSF*<I
zNJ!J0wHuY}PV1`CCYR<Eo~+1A-nkp3*0#26bdUrEfeQ&F_v`k5xi8SIqL?U+fqhT2
zhRvSQ*pm-Brg&Ldwe)<azv#KyxvIF<HE&}$9(vC+f_?wm<$8gtAvNK-la)X9A_&Kd
zx|nQt=jD;*#0(?NH${|W#gG$BP}2mGRg5u;uCz?=6vKd<j|xvbL7g)c&-N+vBEIX7
z?@e$0W$)NeRk{x~hQ4Z}Mh^CFRbDA~F4yG1G+XuSg1&g$iO-MQwb6|y-xzf2CdxZi
z*MbPFtX~m><Bc9UUd>xDemzb%3S9D{JbMPBQQdGGy62jIiOcxR464+W6|hx=y;2lo
zu5GbB<v_XvEry=>KqU83_Zx=_g~*z&Rf;#Eqno7?6)%KRijlws)E|(cl(^v!5i+Sa
zGANv!`)4Ju({5AcGJi?Q-Os~dXn2?J_u6P!q^Fr}ZX4`nw)0$Vo^PkvyS-u!!1BC%
zX%12ByDR7V!uHuh6Pv#a*pVxgx7oF+S0%KtqfRsKZK>ODHT49^(|A*rx3METoWCXP
zzq~Kjk@KM+l;wuPF;O{5ZPL);cY|FCW1DCl_{M}&bbKp5$0<8!EGP`ON@8cU7;IUI
zOt;#c6k8Fy+Vxh`WidB*QzK;ED>(MlwLG9Mn)&-UyEDT#*%#1NA^_tO-AR4mJ~DGw
zkSQ5K$9G1uKFowciCc&}AjSTj(iicQ9`5O*M*wR4Ez5XC>|2#2yR^7x>#IvW`k|D>
zMu*dfZt+yAtoMR^!V&qMOFYkQSt%i{%S1651HT${217h7CUKAckUfN=9p0AWjbLIw
z)h>jf+ik;V)sQ#HcG)8phUnGGwbw6^0D_@^;TAdpj>e?7(JErW<)o|H=F+NXX$=Xa
z;^Q;B(`CC)W5<!Yjx^IlRnanh*|G&*Me?gF1O!dZ!!b?z_U&=R;fii&9k<^Rusil<
zGh0KX`;G@Z8K+qpYvG5_&Ta0FJy7@67q>URN?CeW!Pb6`Qv@7%0!}C5rYP)Xk5tgt
zFhzCX3#q($RszKGf9LVr6x`sg<vdZq>bkn73Vpzx*LfUfHYh7+&~+<Jhp6(`n!f{q
zc4NL`a0Fxgrg|R}Et?;U{dLhOM!xXGIU{w%k|5>*bh`4FWo#dP#lRY~V;q6Y^PhLy
zL%yJ^(&x~=nZ}a6sW5dtFU_IW&+72Cm&wJD84eN5P-}n}6LL54{6O{|+v8w}X_-hC
z+sspxvKmISAtquwk<sm8NXSiMv3Iqx7>{ovxb_wG<|PZsk{9vQW}-^9=06EA2p3xK
z5Fety2FJY_nQ?C{Z|MgFOd~Y<?}l!CPA?N&3w<HzogUn9zJi<bs?5(RDm?IqV-3IK
zwfGqeh+cVc`P}&k=4EGM&Y-+YHU|Ck83Xr22)GP<6-PV5JNRRd9e<&Sd$0A?(Q2id
zq<RryH{6BfIv~D82pPnS=W8X{@N5^}4>Tz|)H8FDKL!{y_cW~4)@1vt?WkT=?S+rs
zm<YHuBp5=xGa&;rk$I4t8-?d!`J)4w#ncq$@QP6Fe6}Ahdc=QT{LbGC81`~m7v3Mi
zV2{MjNqY16wC+Os-qqmr%Zu$>zwICI?@uo-<efo1&36ske5{U@MNd>^K2=Y>cMWp9
z8=qSHs1A4L6>ij@@~Mh5=WCR*e8e1&jg)H$uP9J2sKPI>{9Z>#ZmdBYh1|qB4$qG_
z*4;qX69LCZFWDjQQ!y}z1kp_iU2F5dXP`%7AwI-&hqu?828bF^4IqYUg*?aG5w6qc
zt+My*qhfM@>|xYA$HtF%CeRwsOYLglJ%riv<duoxDY$K0sNJ{pEQG)FlsEg$J_>$A
zE8EY$w42Bs?&`tt_UT6W7WJ*Q3E27R*WO$zyh6Nln|JfvY74r3C%t=qHm!5AM?|W#
zz6E;Svg~XQx5^J$S3G7{NWv4C`(|ZaoLIxw?C}4-1L>|)@^*guV7CO~`=Pm|8t`sl
zzZ<PTk-Niv`uM5Cw}jJCu28{B-8ldZvvusM=es}0R42@Hyn2xJ6YQJrtR4A0Ps>*l
zT!VnXrGXIMUynU>FXFb}qnz#vD0-4vP9LYv$hTiE)E3`e5ju%J6G|mcI%FK19zi)e
z@9*acS1r3Sao3YIew$MbyxE^f<fzX4!b1#qVmksmqwV|qbuS;!Pv8B>??*;@MxsB1
zI$WSUeBThok6b>j;m)zRFMBAj`5w@rP)civ`N<BpoXG9}_xT^Kz;()>-p{@I4~))k
z?>9V%6qA>WzLmnwl4>}h$aDLJk0beYN^oxz>&HA=>w6b^EBc?_Bm_PF7r9wIMBm2?
zSK9ZTn~=Z!ZjaXML{@L317GgwX=P&O^WE&LMbO@Jsb}5s%)bhU;|31?nGyOI_uB;E
zhmYo*#IqttPSb(sy^q=o?34LCEC>I_Bd;7U5Tq~xOU#G$ytfNGw6*>V>KD`p0s3mw
zXOEZmXGKZ{FKDr(a|;%;sfP6`2INDW36d}KalH$@pu89va1HWu8A$GVzxa?x9NnE@
zUwYSg2IzNtzud(FWw`l>9zS1+Ti$&YuYZlyJQ2fhIMCi7z5WWH4(6Jl`Ua}T^}Hh;
z8KDV0QwQyA^i*6v1jpT7A3dzSJaT$!@a1-SIuUFbiLZ2UfK(v#&unM-9;(AV2cmkT
zdUMbrlsCh9*`M`$sy?SCOeYjV0>}?^N6e2)$*H2M)wAxFmQzmyvbI#;FM~sxqcRG9
zH+RupljDp1#g1LE=tP7YBWB*&_iQdRwgvxN{DEqHaeP7WUGlpham(&17lu?YVI?uy
zr^1sme>CGS7(Jps+kw{EcjCu8<QirE!FT2p(oTL6(b#S^*6r@$9^3UrCN8jz+^*J~
zh6I(XS00zYTqW^Ns;sviY44i{LvX+E{yv?xIJrRHDm*`&`^0B5n9%odKg3am^iaf<
zX<t3~G;_t1hj~;jX7@erw^#qYqT+zyfat-4fTf~-T;1^nHGlN+Kf``@h)>+HTNGaq
z8xi=;0Br{p6h_7*cRE)7J}E5MV)`w2{LRr^y0cvua3K7y#C@ta;q|m`F0~zGB*df$
zHUUOPW=x8Gm40&>+?Tv+Nz5vDZW8oBt>4XiwqEC+@yhG+>t2IRkxn>T;vJ1(3;NU=
zKfBM9<PB*HZR?u*`KH{<>`r`VGwo4kx?_ev|DSU<(jU|Wr}8qO*Aq90qflALcx-p&
z(MZVw;UL!i{rgg4dv(Dta+#sL`?V2UBzR-_Tk&TWeGCw6u7~Vm2odjZ^IGp=VD=T9
zkHU&D<YmbJf9Z^G`J4|#_-_Ng&#0es{IBAl&%~empEpkrJ-*sKzOTgIU*UA^CCZ~F
z8c)!4zoH(+1s_c3&Cs{fshkpqttUQ6sCwW8n~~S;)~N}*6!$pS%W#bJy_)9SLVfi<
zQHEPSQBa&%f{`hCzID8J)gC;kubt4=!}8TM9Ewga>NJ-z&L5?@;|^0;&zBMWl-Z{F
zOxq&<@G=+bwx<#gR1HOZQqk|7ZaPjN!cN>r-7Gl^c(kja<cD;rR)*7u+fJ>+zTk{b
z4vC(0;Lz?*ZBMw<lIo}=+9Lj;Hq3X&0jU$j2)R1>LC6Quk{`#<v8{0wr5K}Ce6Jl|
zvoe1H8UWFetg*zlyB|%!bs{*N#)z;<!>mv7hy3`%TW-t;bESxtGvvh7X7}G_^?`=U
zuERu7y&c#0edF(}`aH3HC-&9%ek=LB&w0Jgc}ws$%9x5CY=1~MH{p>gnc!qQm5?@G
zQ8}k#*I>JZvs$%$ov3}k-h!R`#XqsezG-f=zTh9CkUz(sL3nZwi+y1mq6Fah$lSct
z2fw)hhody#iYYpa^jhWnSMHj~Ko6`hsyxZFzD#5>wvy;xm*@DkX?IVsvdBsF2g%xf
z??t3s@Qn6U{+WVN=d7F{?S6lvR~yhN)`~>)qkJ3#8$v(0r4_bDLbbN10F+nmi?g0(
zkP}`Iz=MgR%;6zU2!8tT7X&L`2PY41bZpi}I2Zz@^ejey;l$5DgXdErV3A26cd`sZ
zT8C7E;g8U5yOE*f3a}DlFJCWPaeKUQJ3R_NWsz=X>~OG=hAZ47$>D=}C{1XG&31rb
znCb1z*@oMId$WSG(GrNv$VwMW{Nx9jf1c-j-uZqoehl?I^S^h0%-B`Pf8OeUNb9c|
zOZ8z;8;PyO*eg~cAaWhj!ym+o9aXAKigTRTjns4b;{h_m{&~K#QPzNydg+X?-_ndX
z&z+Gbk_pdxyGJu16g1u#Br4&2;QQ_SfUPyZYqS%QuW2s+VYw(+?HWzaVgZ=@{~L{C
zAB1RNfA4GVZ$7Er%T^T{D3^?!2kh!cFV0kKTmNu00qkl;hUY^dt+we^VD$g6Do~HY
z?<9sb6w=>lQAKM`#pxv1iT{1797^aw5j8b*qj1j@ZTUM3Yig0sBMBAhiQDS*StCr8
z^P0f7<eEyIWrx(yt13C88zq)sgWS*&tp8c?0Zn_;*~;iiVH8ymdo-gSX36?$G+6h@
zk;JiEO9{L6*I)EAMOXW2)y-$0?T!D|u^vvx($MJ(X?E+jqyJvv`%v@w(DRjfe6;<h
zzqS17T$TO2OvF<FC#yUnDBe+E8(iY*q=;GB{bx!-fG0#u%ffDMseYvXYqO2Y8D|io
zOB#)uv1rvZbn%^9b5$%kHoLHA`v5NsRA9Lhf4z~S?LdxR8F+!N@QJp6Mr*{HWRv*t
z>s|rN*f{jr4B&L0bsCCfUV5sQ63%CiWUxJi(wmNO;!#nw(l~5A=4mP<_yUDn<#Y@A
zh>CMsoOHf3mWzlMCRShjSIhi47J6E*qVmS>1T>2z!S}6GBL<$`KTP)BHq5eAwocFi
z0$Ny=X+S}j4c91e`O5ybPs)u62cgCzx`wT?$i3E%!Sg!4RH-AM&}MFO?T-AuECFI3
zZ5y=F-4LO+><#=7l8dm`Ts|3EM?Q<MH(!C)9FIE2PmzNV$@=Ol%t!+EC?(C}{7_3{
zGhy`jE`BmZ{f~ItrDoL~)X^kI&&(ry6+xhv|5{;9fWRAjV{M0T=AZP%?&)W{&x@XS
z*U!uCcaZPr)#p{pVP4I7-GWc$nGNCH5P>v}RHj<c!M-qtl6WQC-;D)81aESdnl642
zd(T|-f)(>>m~x%6E+wDWH~(%z0Wz<s0GWQ+a23$Myx~F3tf8ZV3cdwL;Af~(G%DWq
zmu)*BID-QyCx8Hp2oAWoQvSolb{GBFr`gAbb<?E+9)uPe6l(GvpUUeqriG1o^Le?s
zpQG-q=#NJKz@3E&>~C+A-OF0sW{_5Zj^^&Vpg`{3W!@_P`R*4b!Joby!`us7@Vfiw
zFy!t|mWZ<p-qV9DI0~2-%uuRpr=e<XZ4(@$%ak(<Dlp*%O*=!HMbJ)V3qCnHUelRB
za$n-RvLUr7WbJE`GY`w=46R*`ZjZwh{zMqGZ;^6X`$E`z+bqFHtN;<7JvE`DbO8jH
z)k^?dy)hNF@l3=jAw@FOibh@Co30Ao^&egx9zMBnAE+gp9SLZ_2`NW0cf9<AS;i%Z
zR$>6tRWy=i#HUaeIJpJd{jVy-k-d~}vWTO&q9gF%Ver3l*JoNDh(Ep>TF&R?ZDEZO
z11M(hrz59W-0llCI*wv^Xyy>hV$r|Phi0+ee^Lb%SpzC4^S?r^$gC1KRcfk8sLKlu
zLo7nVY#}8u=~)$ssi{rHk`*rUY8oZh8?QE}^(?ql<Vj99+Z%{BS0}R)QQ$~Ud?vrM
zLYOeY$9~riNWJ9eC&o^61;@QRosh+uQg7;43L?WZ?EfQZIoZ7xn3omJnVKcSMs$yo
zf2`z6G2@pVL!Wu6mciZ<J7A5w#4|0CjN$0W{V+1{dkG|*Z2|@|)rF5mL{q>Txo5i$
zzQ$g9rw9xZMo`5QP%vF+HN|r)Y99scXi_GEVF$e@<cO59!D&k-qei7*HktUKmF}hH
z<F?QSHWpgIj1rD8^HFdO!IX8M;dt01=9d-lsmUfJG!s_TBS@M_R2gJiAqf9vF|g9?
zCTx;HEFvatDKqsb5i?r_Nkqw<4-=IHS{Czl!x?EZ*9Bx#BNc|ku9W^V*cQbe^{-b<
zx*oBEpvP4yAZb&?kgHJIzlxuMdYa`t6gZ#lFS&gTIPtdY_!8RBesDWK5V=GUA1J->
zd-B+HuXeo7@4tkHZ=~mwbGtxfpp3#e<qPj$QIzUZOE=YmKHYzdnnD&Y@}DRC?>*bg
zz8^E6Yh8zVNn5N$E1cm|b>5ScS;G@CXp6&88J2P2{W#>w!9wKHsfntQh77sC?PWL_
z3}T>&;c>gb^IdzTVk`<_$z7=rpa01|h=V!Ax=%4hg|hS#WIaI}o39_h-!-Dvp1)Wr
znYtdg*mwE*k@8Tvh+M$;m2OBY=qBL~SrmAPFx&+SD_GgGfVq)Pjfd38YHDAhwh`}_
z5Ipk;3n}NXItUVoVydaBUh}n9=w(*18bE}kLH0Q_%v@-Flk+Jj7o_1AmFi4fS0SjQ
zjIFmu71G{m0Qm{M5G>)aMCRi-m>eI_D!aa`NiEHpw?Q8j{Zm;m&<F>luCe@TJLZEd
zPHrO!Jy4m@XELyQDUF-uyTwhlCz8Nrf4uhzAv#ozrBtYgr*lp9PQ>Th4zn`-U~px$
zeltR?pk$%*;w3X^Ln~KQDBv{v2@jo;X|e!)V0F;iY`7W>ik7cP*P@O#e5TjEI{r^4
z`f5R`SVUP;j-?q`<Nnhc6Nl^2^>EzH+a^NdG8mE-*I<qx2~>+Rb8E_8%?%Cx*MI$)
zv%TW`!uUBfLfJC8+S!PFmQ6Eh0QBcJJF$hquO?ti-MJ1PgX=Mj-$DX?b~C`dO3>*3
zOL<4t?(I-4UW7ml55^#e&c}^J^qO<2`9mOlZr})A=mxHaYWwFTB_xgYUlA`0iZ$<s
za$mN=L;CAZBWgI2)yy9y3LbNOMlIetDxTf7*jYQk!gO&Pla0)j<IlvgH$X9<hLy55
z3ADn*I~j=np=>wo=wk|$PlBvLUPnV?<Ra-S?2GYN?=-VWBbL*jtTQ%w856n_exZ>O
zCGP(fj+chfD)>*-O4n~QJko?Re2;nxV%M2~JXvxjZg$-Pve0CJsz-UE<+TY&|L&6i
zF>G<hAE!MCc;WitOK8OFxAfJ9@XMpy<kHSF3dG!~w95~7SCzPdy8Fq&s}g!vypdV8
z2tOOdRfJ$vXCfvLRgBMP@@WO|Rb2qWXlV=)T9=4tGPT&DgJ2V4W8O^FU>{lQ`I_^~
z<@xE12N!G!|L-KjkMFn1cpX1(8-EYrt0IQah0s}aBt~46ifvnZcNjuSm$PeiX6+2|
zYCH*!l?`KQFpS5Ga#u~URCxPOL$K4;8zS}cSDka6PimoFqz!W$um4*1V^SbaB|r}S
z8C-W<^Z8oyxxVf=AR!z3GyFMXwa$9lXwy7l*W%plEGpj|hCF#i1&QR>JzTPz9AkwK
z?EboM&7W0EWDk895s-y{mA6dxD7X}^v21oL@p|;eKjY%REG66>7r?E6Q;VY6`+wlI
zk>e7`n-+6C=)Np5Kg)}X9vN^S6O$UrseOA#_T)g!eSj^f?vY5yQag=Ly~x;3vd-Nm
zr&>a{03+JQLT@!Z##`mS`5~aSNjU_3B?8*SNCntVL8-eQ!4x*2N?pRCaOgpkz&w-?
zDDHnUN~2Ip_@h%_NHyeG(g&_Mz)t09onJd%s1SOyc3g(<CWCIIrb#A3YYRqYVh;dQ
zn>VB!VXKDjMR)jBZ7Y#%C{FW{NW*NuMBe_oWBF+ND7^@=yo1C+I+w`px{7YcQ-LH~
z*m8CM{D19y{<Im`Y+cFtYN8X^t%C;aV>)nTD`=2}B}!k{g<*C=^!{<mnI+tr-#w!4
zgliA|*WmoX94kEKwzv5`N}p02UZ~6j5LX43jQN9N#uzw~slM^u*y4KyVSqqbW}Lwq
z1lGGhe)}cf&u*P%72&|10(>9TeGkL0L1j>~b+nK+_`2C{MC&8QkJ=BEGqz?j1=3S^
zn5Xebe*`FqISuz-?q`_<lNy;O!N$saUNU-KuIwhFxRQhJ>-~~_4ux;0AU!l`QLbZR
z*3d{6o(057>H=q=q*FY%n1ijm53`_=D?pI3985kPXsT!|P5Qc&tgs};*o+W^a(VY^
z{jz;Uao`=^u`^8a!|a~pQMZL>h2i^nQSWkGbSBV0dAzNUZ^*~)Q^IszUPtA|Dq}ne
zjSEA0<RtnN#)y)STL<wi0|^9QAo-NW&-bR|={cHDN;-p+6oeelkNppguV2*$iTls;
zYNBN<pvv>%Eq}$W=ev6^0C!AJr)MG)MH^)xYRAPPa*&0tgz!iXGZ2)-r)YCiIgdUX
zI05stm?-dXhoD4^Uk+E23b8ZKlImc|6`*l_=?@8p+`P)+Y}!&yYoye8OBB~wgk2t_
zXBCD9m+>^}QAB1${e*S&j$PIdgteAL56nYy@}cNH_rRPsa?Hv%JR|y_3S_&u<)$Yi
zib;2{<#p6W^bS>GczJ8M(C`&-j()gy)m{NZ17#@BUWn^gpCMy5-%P*eh27yMUpEUj
z5xO|OBtIEkZj)hiYThmsF73++4!Ri@&KO87LFsmmbGmNB(_g8Qqxt#5m#$ZR;O;##
zIO0C#d3I?eZ7mjKEaMp8$bk>?npCNu|6o1&r}|U2TXbAz6LKD*%2l47t+70-sn+TO
zBK6=Qa(oZrd5mT#n$c8jv0B5~=ap@m$vasEJ_Lf(o){-V&#eQ?3!_lZDL6&4nQh%F
zF9e=5Fa1;*7%nS{z`13w{h+6yIpl)o7t7J`VE?>vClZ%+xcmitkS3h7V_lrE5WGMI
zcfERz><gt9a1d(aXRJ+g%&jSo0)MBi>|OQfk;*MxY4QzP3yvzSbTR;Dr0m!D>jFw0
z&%ddyJ)cgA=$os4o`-+K<wP;_a3N@vwY$h73Gnvoso!<k`vHbCOn321aDuJ)d4<1G
zg`!m;M7pT`y6Z#caRr|yLQM+tAIPGAYoh)DOSqEK=+jb`n#YDyVm6}D4RFw3GLCSq
zpIfzC4M=sjdo~%Jni?J#ymj*1LNbtazkKOvnj9@i1~n}VFqIgM+FG^2vHP2$S|39X
z_7U>X4*ryj4evT}8oZ%6NQBsMa1XYU^Tt($5lBLQ$=}*sq<=$GbT)=zcM=2$J6dfB
zyD3%8*BmHYE^<Dv6a5RLF(DhUc6H-$zC!-LEtdj<4bg^wQte4)ZoFr?ErU?2_fCqa
z!kFtJTFkyUXp({0p#yuSqj?G@6O$adsrw<#F2y+XM-G{{m0P#iKsIR+Mae|cH~DJ}
zrG85m6lS6^?WQn_$$S4X4pHJPk4hsh`2mpz5~(N4(2Eoeb;v5ijI7DxEZj<nqtYF-
zTm8WnWEX@GBJiKBHxc3<;EpJ0x-sHd?wq@|wzI2$z*ypQw!}k|p#H>yaiByu$p+&s
zgDFKq$q5^(UZ9dp*XN;VWY><5oaj6z(#pi+0|LdX>Vx#^8b;)bF{tm2tpNCqz?GPD
zisLoZ6C|@{%8WAPx=y;ZGY6CUYrKL^%3aYvKEvwkN9_#)*Ks9pgscEQH_@o~egx(%
zY!C5DK~6Vbzqf(;FVS77g8>a1Qcv`h1v@JIRjhZ%!n3B<**js=9A=YWULSY&GZG(@
z#uZ7LhL$dSDDJ1U%tT-uNnh^Bbnq(7C{ploq4nfr@IMZT7*z--*}{YGyW^ekYKOrZ
zFq54v)@k68Gk=OLh}@~AT?L@?*$$4h#T?g;1X8sqnczk3t<reuU)a678J-lqRb>Ea
z{?L9#;x<8)=B=7|2a6J=-H&L9OQ8-5QF@`b*nmi=?%?u+GSg5>X?DcA9Q)QezL&`$
zc#HBr4Qh@%6+FWU%?b8ze=)lfKZOx}fh?WcluyC<e)xXY4GR6^?yg0~5F&`|24FlP
z19PoGGf6!m|2A8gd+>>QM?!qI!s3FD(T%%`A8n7XX@3gMNf0sDlj<3L=Nn`XGzW7o
zh*OQWK1*$DGganIj?QO;5Rx#cUB(m!K;ki|U0gO)8NnFi8NI(+x!AT{>0|9E-GN~%
z7?Ely36j(u^o+JQu2^Iv*Uf@W+|y?(VLjE~AxCb5?dBeLFRknpKZ!m>Q$dmBrK2q`
zH-IVq0l3Xlixpxbn(!@uxPWr=r$x=;{+20?d?wS`RRkKcD-W?MTQ3}7b<D>g$hR^T
zV_Y-2%o=-TMSJ~i(+5Omb;@BCZJdZ2w=YG2y<gW*?lpqe#Qkb<@p5-8NfBZDjQA%q
zRG|{}F+KFCzqnwpQYJM;f>>!g$h&~N`Pw$VpL=~ul(oxK18-RObu5bXCVG;hatkUS
z-H68F(VS9kVzXF5!~cEqjozjMDI_SO<*{R7l;Q`R=Gp!aOXuJp=l^v5*w|PbTa9ho
zw(X5=n~m+Hanh)<ZL?uxG)ABNzW4Jl?CaW@`Ml4WGyJI1fpS}ccR&9r)rHFwfs%?N
z1bm8?euqS=P0~ROEV1N+D>TGqZ4rTdH7E5eGcd?J4z(S*$q*plFvpfyQ`bg_R;t~K
z&`92DOf9wHO%8_=ZeP-+DD)4Cdqi7FGX#JPDv1HNI_g-^#>0)nDYO{L2ugl>vT5U2
zC-HGO(0?mYOdiB-`tVTbW<UoeCw;W#2kl{gTsHr|Fz`dzvQ_U+1yNW0DGARMF{?J(
zLvAU2PcFS8j--FdNF*Wy-zAI5@Ky4|S}q}%{b3@Z<ab1Z!V|HE_p^K+m%jnITBcS_
z6JOwOI$CV9Wzgj?S8?DQ27l9o{$M8x^F`HoQ@qUL=gp?2T+q;RfDcFe%-y_eys<i1
zj0_Og$&mV=PN5XvUG7L^r02l_G^C{>4bT~q10YH+%x@F4Z}ZEk6N?mFuYSJY!T1OH
zZ|;>VFog)=P?<dieE8k$-D~oU$l5$_V*<{qf!5voqs@OK<jrj9hb->1P8NkbEv`X!
zGqO3`))OZs<E)n1_Qj%!h^s)7eI2)e5!bVz+<pn5Y3+pN=Sm*z4h&>QY?njRhYsbH
zk2)=?oSCkW_K=HhH~0vxC_ZWRO09d~^ei4lrfe;Hrj4v0VrnRb_BEN!Y~KLPA5xyO
zO7ZZ%(ydtT1&d2MBKUZ{-P66Nz|=wAB+i?@)Xp>OroTSq+St9dBU+u7`cnbl8cfWv
z;twG%Z2@<CA^Fv}4o)RVUMiDq{cUHV9-upm%*fnOZ&oVbHTj;yeNZvg^hhSCkJC{x
zn)0x+{&iR~T@3?&MKqv<m;XjY9Wq0ei@~J(6fibQ>p&|~bwma55VmL{kL0!V8WY)t
z=*GJ6z}Cbk9XU^=xa`vLcWVFNv$+wDMxMT!*m4f<7asv>gEA5x8;Kzyl+9Y<ES(3%
zUfMcL<m}zN82w1YD2RA}v#pAVM|%@2<q06i0ctB=*&vf0noVB#i^kRB6_tFGBQS=M
zNT{x~haEm*W)q<R$t%BM4-YjuN*7@xmSLo>d*zSV3G>;HKyv!M!sL@7!QXDv(XTTa
zrea!RDJ@1$oKbb}H#7`N64ynq0Sv%sy$`+74)=IKTW|&40@Z5V#cyCJ(+4}a!AHPU
zqzgVngGzN_A~ky;neJ#R)Al6Or{xdWiF;lnJIQW9iX5FskHw<XpRdF~`y}|qKhh+&
zhti3IM-YD*c!l0y!U#5;m1*&&KFAD_Et@N4gciA*36O>cKBM2nylO^E*v&CX#V`HJ
zDY4Q!;7zCp`}ExTr<6ub>^hR+!>iB_wx#X@0TD<Nt0vJ7_L^|Cbi_m>$^F>Io>c5G
zv+ctc#iAUR2dofiQBh@>{vJok65$*dD)L>1jdV>Ng)oc>NCxa&SD6FT8?E}_pi(4o
z4pJwIznlC>FOUGqhzNQ<e+sn@c;t8?v#29=D2@-)l2>LG*h8nxPXl#g{9Zl@3y8>Z
zlf9ry;PD@^&notTl?WXSACod&K<qKaiU0q!-kVqwWru3D<(L(>!D*yZG-@QaDJSUi
z5bG7Rsr&f;U2dR&$8}6N8KwCA9gA(uW#rj`x0E3P^Y(<>(Aa+2Py(;0bFvc$ITH4=
z9iG^OJF=3S*zR#GIZxC20){=OdOcI79LqiX+=lgP(1L88b5<+Bi|(0-Qcx}^8ZNQz
z5nog6!fi)?&yxJtN8wJ;^J!5-%=d`pO>m|l8R=%OPy!xq?zNC)aEa;$ba%o=;Gv*O
z-IbWeCRt?Xc5JBUUD%W+yqH$GDtL`u4waBGX+zF|ybc9smkc$&$xMWiUz7zi4b^%%
z7~*0A_ox77IhA$~u?8TsSM2R49AxCX0Y0-$f`Z(QCcc_AvU+M~*y@}?G}V1}!I9Yb
z4LxcjdV2ER3Z2ukR;8om!GV~xm`A%Qx)Zm8`|K|#E=|<PHS)6X2NT9vV-9Ub-}Art
z3-6q*3?_hw0DqDgaQm4VQ>i89O;lpjq6s9DK=9>8S7i+nMkUq&YNCS|`lvLNr>iXt
z<-*&i!a}lh1fY=)&DdGboRwIS-^kk2{r{S<5GjPOIj=S2*Yhg}k9}@?BaI&&cSD3j
z!(VGQlBUz9!eQ{nEC?B?U2(ouOH2R9{!Bfk2MQA<r~BBb>tgINpBaH-P9yRrHS)jI
z6{x7AJBtgeMCw)~!rqlsU|4jq0i!7giPlr=@LtT|PXw667@S(}AZK$|cQFRW-PfyY
zA*ySlev1S?XxLcty6(R5{6)vPqo|HwyG;-)^`l7n32M&gMJT*I;a-l;cZ(L=sRt;Q
zi8*+UaDTW|WjmNb1CKu={=NlzRGZUH#Tp0^4k~lW&nphwERLq7_W}P6N3KOb44NN2
zP-x)Mf5be0`pc+ZM!fOW1-|Wq4{_$0r~;{Lo{*TwzoN$?1x5=>sSRiEQme2hb@*6{
z8xP&yCGMQ4TH;X`lr-gm)V@bzF=<2+UVmO=U%5Z!LzbqO%+5;cRDUFlz38zsd3H3{
zd$TA3ceSShdW=qeCwaQ?P+HK^1K$R#j?kcyLDd#S(|@DDG^9AVd)iG<UqVbnZ9nkD
z7_M2#IV+`mzcLU|#o}NgZU;+;x>FEOEsIRGeZm}WM13`#*L8rNmOD@X>6<7J8rJMx
zHVXCjAYnunF$0?jZ7A-ky=Tlf<tGtL7D-gA*{x@6UuH0&Stb=9j56*H!_e$(cw){K
z6)sG|WxFSz#!yLy;^&3LvV)l`|8{|^4N?3}bcobrjnVDru`x}fWxY{jBN6-dmJxPm
z0r^nE<bB(C;|Og-ZKOGGfxj9*Y$M6BOi<Rc+XYz#>~@qzLxmr?NC+29AMhaMD>xD;
zxZA0NDKJT%XQ6T^F|N+zZ`Q@ME?YfeJH23qnMHHzewx2;2Fl*P5}Mmv&dvmr^YVe?
z_8}b$AWfqNN~<KyD$gs;?VugQs;=nX$p%dX!fa}SUsVNF(l-dm#MU0~O*Q`67(?ow
z3&`x$fQ_O{T78ijU=kdfps}kg6e0#|>z-b>N-``kS}YORL*MPUJ^tq7>0Fby^Vy?0
z8L_rA=aT0Mh-qsf_sF>nya42=p)Dx}#h=CM3j`rA6Y&lsx+`FE5`0s|kH2lLwtFn^
zJnN}`96~Su#g8Xfm;9^XKdp)k&OUp)B|;?<&+=@uSL=eyuC-S#!1mv;!qqGcI`h;y
zDK^{c&@{!TXp48i;gE#*^qL1{r;F838w@Rs@@6lPob?TxY!<z72<dGzJv;wAgYnVX
z4#sSbnO#D@zV9OYXe3V(6WDtE^*&%SV1U5X^8`AC0~GOi$zuqxEVW`>9a#!N6yt`H
zC}Nqt{tl79(g0-Q{ixZ%YfNcaJP4meYGbpjKcga8m)~wx!s=;Y%$o={dMUtg)+q()
z2(q~^XdJU2+6NNAXUo4fD!PF>oVyIs^6O6#@LVstsV=n8=Syd7E%W`jCmaUYL)V+%
zx7g&tL7cvI9z;s^e0?g<LXY3Iqs{wYWT8_|z&wm|a|ZX$M?FB^t9R~E7JY+flR<Wj
zVt2Zerd&*=Y(s`sO>5I~i`~njL3ohTL#-XdXphVz*-$h#v527Z?@$?Gbfi)cNY!CT
zaih~%Bl&B`m;^*2>i|UX4eG-6-u1X6CUxSBzqeTe|5v$;z=O}&vk4v5-^MC9t4oIC
zA2=3u1Mkm>O?W|s>O`vjY@)c3EoKWysiTD)wQHH|fi8AYzc{n$=LKA?xZ8^Cc2;!I
z$L;=p!1wfoo~#@DHL(+_)qHbmf6&X=pBBJ>@_P!gZ`<FW_4n&N?gMM;$VNQGNw#6X
zSQj9Bvtx&M5%5_FzGUwaXt^*lT{nimjiV3vaaJ+El}6-_+;*7->-Hht-Ziqk{$UPu
zvd1>sKCy0c^UrDA`9!<^`{B^g%&tp*h(m13)>@_7bm<8dJfp*fiXmg|@#(}|{{-n|
zCfwTg&n2pM2j4$!R`t8gn-OLyix)M$U`hcyYi6$wsP)FnRIioc<FO$uB+PI`6Yjzu
z>Q~0vPyTlE0e7VQEUQmb*0Mvd6~QhdPGVv{3Aj<%8YSdL-{1I_n~gc9xw<fjeud)6
zPkDIz2tYF`aQOi#e`s1^IxCabBAmmNcw|k{g!XQ}AxCw1Z<wkR*f{^c{L2JW==FZe
z3|$%$Qt`L<1QI0OEBPj<4(-G{|EGhiH%QB9;X7`HP8>^q3>-#qzI74!u-9-u*e85M
zHETg8h#=NC^*^iw2*~HtD@l1H3<B%d#JR*S0PYDFFw?lxjY1v8vT)iA^IXZL>lzip
zrFD;9zdMlKwY8qy*CH>2`n959lIXRF#V%Us8v>i%l<hsee4u`^RJFBA{oX-aGsbJo
zCOh^V=#(Tcn{#d+%ItN6+!Yy-cdN@cEV%KHR61Y(ml2BHS?9X_zO}R_Up0KrvKc`}
z<D9C9k$rx1&-_ixuJ?W%#jWfoTVO8q9THYN<>+<s_)8Q^Nn={(c#?J%Un*Fbn(mpS
zUyRL-Y#ZKGHf6%Qo1c|BZLqDNb%R4n@VA(erE|E~|1p`!W-WN+#?7UaU6IjsV~hLd
zbGDmJCAck^8j&1BZdi_+@WN*zGph}Qark)gOM4mhG8cc+?L{-uH4K5zQc}(el#q=|
zm<u-klNT6|(5zcPk{8>EYhXZZ23Ew`%b;=+Ss40rwLg95wbTEcSKR<%l$g%)U8h90
zwq+R>vBMxba=rLMm!nKGmy3SXYf+Y^p&&c@3YYQ(V!ol2IJ0y8u?8c87CD9!-uuKx
z#(ehDTSAfy0;Fhu4nj6k8iq~h@{^uv`wUc5kC|GDfRE&BEkBr~?Pnqs_=l*HTS^^F
z-D!eIzHW~U2cKz{M(2|lNf+-&J`)AkfMPDw%K{VEle6Py>c{3>9ACHn0~U*ZO%kXw
zL5r1bp|-eHh8K&#=%cD}^F&Ijm|M5v)C%AHv>Gxp0kGw;d!(uJdlet^Re6ZAuv+6j
z%(2@HoNkD(N;LTX{?*q>Gx*buyH6|RY%m6-I6gGhd;h^c@Bd>M_jP=ee1l`@ds_3h
zh~91W&oN$CV<g`(``l{vgZgF!RQd`<@uK-U4#?cdNrK@c1)Q<~ZCxWQqbVCPMXO9K
zSH+*<vh7SO(1pyngS`5nAP!EDaUl1=?ZJX|({o(FH$KyXh`H@zJe*IzkF4$!EI&>E
zr=!P#fs`lfM<XJ%-y`VH6p}-ON0Wk-TAFuUBOisvP_=ByT>t4x)2f2}1%{}ojmXxv
zO|0z2z5<X}jh*8hXl7z42sUq;VXWA887<qNh7x^eY<ay5uh~Wi!iqh9J9BnfKDw`n
z7Ondoj({~0>=L0Dnl$dVOd-kI`8~jmAc8|NaD{oHV`c&izS=$oMRmiO2><V4q%ahZ
zcWXSJQ%s6x@kM)>%A<!=M97KY!TwcZ>X67cDX7KCl+SN-djf=XyOb32p9~S&Q5IJ7
zSteiusV~Lkb8k#<v#O`i1E~g}130@>VH1UVsC!4Ue*DYh?=5?I-L`-fumxe&WMd7Z
zVk-AZgtMW)2b@Y&%5Hmu4QH`rlsfnqON7|PGankFaNqyM>)m6+><ip9tdkvf?g{ri
z#GS)9phqO^!P9>WqWKm>iOWoS6(6^rwqV*pN->qQOCh$DM$?1I5d?Q6!ku7MO>ZL(
zKRQcbO6?@}z$*zlRI7|ArGI;Al6#}cD$#gQgRGs?73zQ+vPMm{+V@qFdeZv;GgFri
z(xR=v+i2E~b0md3@+G{lHIP@mMMzBj!tG{|Eim##Ma|$r?JMMsA2Tw+l!sm8U@@@5
z&Klc2UI0SjI(7><lr&@d%rKAg>i@6_*A)-}jpo<_E1-*+Wz$;3sl??;(SCLu#V(;c
zK8WW827Z7dB?f_Wrs=*zH5(}qLXIu{QhXkbhKN{0R1uwe!|BNX+~F0OlH?FkYpppR
z7f<oDul#S@#T)xIa(47%9F}$1+R97>DOi9Xwl?&~_Me!^xNr55#GL#sm!pEE7M|wd
zzb!o`@UV#-i3Sgw-@R9*eJF{d#63_WL4R=bvs6OHUD?`d!TwyI2JrP@9L%~zA@8RI
zSI`-tkh9Nljt)pc6C%Q4KmBM|WC#OU7Qy#Z+}9n^6FNW^mk3ByjHTl(v)=o-L}k~t
zZk^KDrq~u|gx3i<MQwZMs8vcHN%|9LWZmniLt>0wM8ePzeF6o3AP5OlK^mj15$bGE
z`!P4x?dNdsaQ*k|vqB8EY@{wY?yU>0n?TwJCWZFPZ!Wl6Welp!NWQ@el@2__3~IbJ
zlRjEkVa^X6Kf^-nTtyb+nSJh$5g8}69o10vN!I&d0GNe5@q^;ebB8058seOJ1Z$(@
z9LnWZE5+8GsPTWwHwVyVwV9qc(rd~8uSf;S)A9_5;83XDHb_|me(2^$tU+zYZ8z*Q
zsD!l>fouy4jf0LXUx#Bq5oLma3T#GoB7q-6v@V!B)g}_hP%P@yQDFNhHR7_ERFwEF
zyeQ5t>paFcC;}!6CIkesK?{HI(^g>uFE?G9i+wq3CW&dO;d7wGM+02I=fCf3&?-RO
zK{+0I!^30+{~XF3gF##F-z4eJhpE1^-Pzs>dh(q*-d>|^8g4Aurh_Wijq}5n0_fCE
zFC{mOy0@&vYP$<C9S@iYT{9$HQ&KZhi6}8}uCjQAEX30j1X;4FH27$X_b+!-13^2-
z>hg?gXGQgJ$t}Mj?kg=<?;`wTMBB6a`RRSN^9AncVm2EQ<7Id_or9B-l|L`qg*6z0
zc=AH}LK%B8mQ_tJaMG$RtNDC@kbd?FM}-1#04(#+=D0v?!I&P+rKhU@UW)J#ESERv
zXEiLO8fFXfC^^70LQ6K^Iabx-U#Kr8&#Bnw&JB@XGW8;~?MJ*rGgA@NF3HI-shc)|
zOJ`oO0Hw#R@JJopWjk*U>q8Gh1{v46fwdf>m#CN*J06Y1J&=%_H56x;t+()CY5);9
z{@qsIFvjdt_mCpz$>)eUSfdF(F;g~6L>aM%VM7$5neLT9FtwUYX5A>~M>tKa+G5WW
zzmXjgGXa<vGBOELila0J&UOLzW($nfx#z00lTyJpUzwI7XL+`t?y1iY-Dmv9CjH&(
z=N6vPz;IHJV*QQS@672n1Ejo^wkjDQkQa5L8fxkZUg_IQB}{T|MW^ZNX;lV#y#^oF
zfI@`p`>aJ2BSxwJ!OFW+jn4vo5rxwRcx?D$LRmS5MtJ$76*e7>>dzKbE3IURjV0C>
zDMm=(1q=E;RQ67b`dD38MpgxID7Ifwfw5~{G;_LJIt6*Upl;nY%rJqcj+cSUB_zxo
z{_+~7kw7C!Hyc`|XhI#vN!{WNM;Y4kF|_k91{}5~cg~?rWHms_rAJgB7x#IwTG%J-
z+P!8&!fp3ITcRr5*9*~6mLNP^CXN5IBLy-b>fD)%Y<L`2XfFfxPE0*f>sGZokrW%P
z?3-Y&3bU=lN_EYMeV8?Uk3>p2>!HqM-&8cneU`Rvcwwzp(H!cmoq90dlG<^>vEw!w
z8E!qIs6T)LFJ8f?i#D$FBWHh5#tF=O?YS?ZAd!gW8clShTF1?MK;6Zh4VanCWZz8W
z1BJlNUen$wBq>snNlG&uE}T;3wc3h${BCaMk1$4&Y6Sdgn*kRIv++JPvzoyLDF-H+
z`vtZ4Z$irhyf?p&;HB0TQxV*|D5YHFa*=3M)jrcKrz4RXvGw)iU}>2fSV#k8NIRyb
z%MoOcG~L>c;&&TbdHE<;bpE8R6E|)VVN5<4l>dfMi7^~X{zk8xwEX5iLW@#e()(J|
z3v%DZg}3FLq<NtN0=e!l!c{49C=HoOQ|%gIg|kDndvFMLepv8ik+&F~2y|9kWXLme
z_47XbNYP@H`(qvNfJAR-4@OlJ@CYEN4*XaRL|!}Ame5Lk{>oGHeRK_Ga)zn0S4Sx(
z0p5nXK}QW4k4!ZR`rx|PFj@A&rbsw*`+?rzey_@22)h3doJo-ZjwDf}>xq#qDb${G
zfHz__n&HIkOwB{buxaPdH-mB5gJtX>=3lqy<zG|+rIF3sF^02+d71W(kxS60@&{7$
zdLZtsefI`K%)~`5XByOyb}xZxOF<5{%GQ#_TzM#4WyNZhBwC(zT7)WQjL?adIgHdy
zF!TNud0{?BkKM`9<h*xd%WwcbX`iKUSTuQS_aC3vSY(g8N<4Tt4#DHb;5?ECtVtPi
zSd?5kSlf?7wNX#$kbx@rzt0c11aR^-l=1Q@vCz1Q;E4jEbbNS9Z*ASmmOM{7pRq`d
zOnyMGZDC)(Lqy_OMS+il%Bwszmyk`|LO?ZUG<ZSCx#5g7W4}f^v?pjV9<S<jjRf}d
zB0@Vf!)4Mo;iw)-rQ_KA3T&vRU}|0NQcmJC+essAN*!MqY*_tooL)Vfj&seC*$$s=
z7TFn1S*MoDOW&Au^fY7HJd`2hsA76(mA!m+?fvr5w;r-cnGAxWZfti@%3crD+5@GQ
z1q%Pa&A>OOy7xPkenS<3Ab*_Y8bn(^R%MW^u?ZbKmq_|JPdeTlqDdvTi1u=ILp+Hj
z$)IsayWL4o@BfH42bywq#)Je40v>hExdMuU1ui`45K`SVq%^9~-Y<Hgp&JF9)?Nh^
zTEbsm8ggZrPUj>KL-QQ>=oylNgZyF5E6X}9aq2S6Df={{nPEEzCyksj3740i0RMT%
z<?rx`SbPasjDnnZ$+g}bD%=ot2P82bbDw)4_wHtWGa^1hZ|;k5_%uIX!u_E7TmSQ}
zntM>gOl)q)7ASEcYoGp;6$TF5jDah!$>GKvD?VIiwSfYX&uV5Lhv}Ks6-6Zs1D$HK
z9{3{K<^*L;jj?g)8ad6Lfo>0{q4~f%Fr)mzhHq*&Wc$M?Ctit+gYq~cF{DyN&W4s+
zh!8D%B!#K(94@S40ZVb+(3x@s<y)VpGqu1Y9Ls!_@w$C7`R(Jn%rh!ggoEFq4d9j#
zqCAiIS+17sHRmVCGDX*(kxkHcaUJD{Zmy~+S+O&Pp}O)F7XI3?**E^$qhfxwzwSG7
zlXVuBl|8mPnislM$Qx6ksHvuzsuHDb0`e3220Cs$ihDx|*bC*A!-RzC?o1Kd=<lCA
zmG~CEd_i=fT-A^lUj(}=@Cko;FxLLYSvQ?#XbtKvoL81QHBr+764Dw|T#$%~JPB=-
zT~(c?SJV3cH$e1Yg$@KA&qY0Q*saP#6&kXbbHOpxR}{%S5wsH$So3yocid>zUwxlu
zQNv*$7S$06Yb;7B$m3x@xA^RE`z&8$9WreR;)?B5^X=BzluUiA^}4Bk^vFYe=YaEJ
zEav5QfcSY2cc7Et*`^sQC*>~itEZ0{TlLl+KboyRUJ20*e(iy8TjV-#hMp`dG8fOj
zqY-y6%E@~g#_ES~!!C?uvCGwsR&CZ$UMCi0m`uYnB@NpNw*(1~Ldw+(C0F_G`mXb*
z#oaDk66Y6vb(?>FvWyCEm;&d!u@c2#WtouT5}e?LwjPXadBIds{}UqDRjR@L+Ag2O
zgKic=?@*dVk+nAipdZo^oNxSb+OUpJRdpv2otzAbwhK$9nZAITJ}#?)Ke-SgQzx^h
z=?K9CzZF)Y=DSs$&A-n#=`R;POm27qO*YCSXGRXFISq%zVwQ2|$wiz3!#N#5fYi5p
z+3%LRR+&UH+ac)d{SX01A!<sMf81klol-N2x3?*fVW??3sbuJsY$AY2Y<Cr5h-#AN
z{*7LZf>QnOqxav_w8}bdmQe|v$(JEXswr3l812RL4Hjs{<4H47GH%5I&70wMrRN)_
z3dGVvmH>)Shf~dR`4rGK`riNNxlQa-28Q5+<_r}ge754kZ3Elg?nB?QamqK|gS6uu
zJ}7+SWK>LRqu%GyAZ(%>OhvdeM*(&nw`ebgcH}f0q&l#qTVDn;CH_&f1acbnDfNnC
ze=fnM>7QFJVHzsf%h*?6GM14^+bd|MQ}QAngV0TUGbFvtf<1mul~Wl_xunx3%ps1y
z(_swfHX0%em0<UMjzs|CPJeJJu5@_f80Z9qDE$1rbIi>TVMX`1*zro4?zOUuL&Su+
z8BMSPSkT_}G<3fMS12|1_qP7%hJ<;eOgsqzJl;EvyoI=Th*KIfxiiN)B(FCK4F%Rf
zB<%=w@RnmzC?F<r;WHDe6#FY&qTA1H&=P*PONj{|=r-pfDp==oEzjo_4Uuf_7^UzA
zrS(bk(<~FuYg_uc7gp?o#j#&MAsS-WN`_x<K$~rJM6~ej?u&j4vF+(m{xh8XDzeIB
zjLCG8YLkOD6Ak<-V^~Z20xE=@@)u+^>W6|>iS46EES&ICXPQP7%u~WMCAr!A?`oA3
z9+lOv-pxd^cuZSycz#t2Ic60aw`5eM{!O|TFSsT#^+DB4NXM9TBqBV*<(d-LOZf3!
zQCDyOn^cVe!8Bx`sM91!s{V!3#uq@xzWmX@B;ss9gU-9LtNQh`^2cX~leUWz0~J|!
zOo%eFruah!OPq6xK%xgT^>LO3%vU_NO7*-wVx*`_hSR0JTXd~6Nvgix#Mt7`sTl=)
z#u?s8y0h$8k^^ahU*3gTt_jWkRnLnY@KccF)ukJsHpqiX7!XDVk=jT|2nXkXqdoyT
ze3R;0?eo@bfA?057!9~0_L&(o>-^9@bTHC{UI6rz!qk7e?fU5PppJ;Xi~tm%3*4e7
zfZj1!2e?fBMO-=s>mum>$t+4kA)`r^fihinm?*<9)!26$ik_em*_^Xk0a{~tzc#z?
zp)(`B*;^^xG8EufnlU`aDH(%i)_{E%y@(<=ku=TNJ~{I-qJa6UO7S>>4+sCm93{~Z
zsWGSU_az9v+VXC-l58!pkoTsE;_6882LeQwh5~sM`Y_j{^HEjg@J1UmKSVWCk`iJ)
z?T3BQ_S=8d$qOptbPn@(_WaD-pY9WUg0%M=v5Ti9;v|z^^vn-S!wsg6=YD*HfQdoT
zOsJe9K7O;SfiPS_!N2B<C~Oz@9Tl+}*$K^UEJzAEjyDx2EE-N*5%(}E@)i=I0jcaI
zO&RiU7z-{bR#15baJJY%pc19VUT;(^wg}Y?QZuvxIv7BLC2h#yyd5V`@8<Ja_YIzC
zc`-C4z5uGgTr0jQ&v2{XIwVhg_`$2?Ej6)e*^t0chC8U-<@cn)vIuG2o1AFXa~0`I
zKl;u(UKmB2>GuH8EQov*a~?_btOkmHeAl8ajz5C3zQE9UIk`!8p2D@h3?Zo)CNagk
ztLlnQzCt~+*o(mU-=onnV6$-8>%mTC^|x`XnnD8t4;8qv4<hofmrO*#fYJ;CQ=KwU
zNv$o9Qq9qhWW|?nBG(LyA&-(>F@>4DrJ2sRki9YX+~cArFbewO9cdCeD0ZWex9=0>
zEHn@!hw1Hz_l?>WW(Pe*in27+TEW_wOjUhOj*kF>%`q&WGM3dzcbR1rMPk?Wf+X;3
zrRM!N9MUR>9{vsftaGc0B>CDqbIC=L!y!P3L{g!jh(B8O5lFzJ9IUPu7S4R*9wia6
zX!owF5-Toi4a<k-*wM&;n=9$3f#@7BblGpIyY}A9()m2hml2l;tSvg%7w4I&zb)>c
zWfp>LX#PQQiWmts3K_P}U@~$$X@bl(b@Ez!TVxc^z<%Zf3AYa<-u=_M{!{AUeoj%_
z!6-@St+^C_B^@~*GYv<KVJi9+?_aJkdAa{j-OeF0e%Hg83bm;(&H6j03||SNvv_~M
zDH`1Bz7%GFN4P4ui4Bu?P(gCwU7#YEd<S>|AVXAEczKG17Xv!1*{|44Z$9`3rTm`8
zgR3SDw1jH<;WgPiQZYiR18uf>&q(q&JNfObJxt;Xb{~w|sVoI(PxDsQVO-y6G@^sF
zFe%JRVH>dh%0j;>XijIKo5>OPiz?a-n?#NE(=Rhny!T3L#uMM4HU3t9rqZsA^{=y)
z8jrwq3Am@wrFdl`my-~;c%U@5DvtQEDyLXFdF41(w;(8z9JU&^p$H+1zPe1I`X>_)
z2hqCnI3koOj-9{wK8AF=@<1-~T~;!slFUwP+yf(%y=8Q>ga;^pwTgiMI_JO2h8<k(
zPKAezn6(GX?{@_2h9e{%x(Ia}`o_H;alAHG1fHVJ2=kBKeW+#>usQX3S)l##iNj@j
z0CWrUcpS*cIAMJ1DZ}TOPndS&^^ZjK4Y7dPnC06&Q}&vo6)o=a(vE%VF3*LMTH6|M
zm!x`TzczXJ(>9pl9=W}4Hdb_s{5Jm_G=<}}GG>dx)_+WuqbGRx%X#h!4wsRO;%2h#
z5>YB)gsbQYsL50Iz%6|d_I!rMuKg(xCKMkHT(JExj?CGi!`{y#4}q{X+3podS7i9t
zOkhgjRO%_%i6*s9?~avFi$VK`7yh0DBDeuegf>d}OEDx8yWnVFoXfKq`G)uMV#PJ2
ziBmV1p;Zk7v4DihRwZi56j~#!9bZpICUg+IX3yHoj&f$lh*$%qnS#)vTgPc~MKArS
zIqt-CJZqb^{<t}A31bwwW}iv%ha9m!UBh6KtEN5BJL*Up!~SB(t1{(LMEy3flFslb
zu#mTBYMNVvxN*0NH5F)r&T!!p*Yq{FYK$my4K#Z9@OU&&cw%qk`u*Sj8Vj5_3ft74
z03)gpdo{8Uu)Z_LDOv12=o^w^Wo^IBSO&W($B<8PBJV&fY1=OSSe)}%i}jL!U5%tM
zSYJUoQ)ww4AqK;xW;YjPVqO9u>XfFbiFmeI2*kGZ!m{FaqCP2bkW7Td+`p#Y%vddc
zG39X`ebOWGgV_zcdTaL=(-fYiB}r-@OLSO?lyFc*$2h;7lvyuz{##pB;-mfE411N|
zIMSXK%%!N1i`5RxP>PK7yU}??-FklOu-n#)Xq}?g23(SnGAPnRxq*T?9y<wDzJmMr
z1W3sX_KYxrys$}>{e>Hjc@NPt@Jt%cE*7LTm@XHGnQ#usN&JF?0wH=cI9qq(lHf)f
z*jo`X2#>QqQRy&hm`AEmln7^9+)H_sTnUtm6zR}_Q$h^;BQ+GEsY6>H%gT%sF72R_
zJX;+sq1q#dHfDEm8}&)wQ`JyBwyciJXnP)-cDIj8(hTq1reePJP2XUsol4mXrb6BX
zAlC~=n#Sd9J%US9&>beKFxJ4k1p%uGGp^3pXeMr5uF)@582)VhXE5mP;6G3w-KWeV
z*m9;n@q#BrBKAJ_T*0J2-v9Gh#!O5AjpsC)dla-d^=KOPkQ%=GEs7H8Yevu+XN#?B
zyHBjkFf@}tvigkS!0AnP^Y@OXf<Mb~r!Vw3D417VON@H)r;OQ2OY_hC$ID$^5&_8c
zh!8rR6hPWe{g=`<sJM%68rY2S)X#Ux#QAu$4~Vtj?HqauJT6x-wu$w40$MQ=cyN#4
zpo$EAm*l?8{FaGZ(`3#oT0)|9*&<Y78n9p)RhD)=zJBFL+Gt_0AqP)-zal2+nJFOR
z0=d&YR}{84>lg+7U`M>~_pCiGz0q`pc*6^^KjFP#$T=aCMJt5p$n%d`Yd7Y2lc_Pa
zph?j!t?1ylsRk3moE9aF0i|T^UENVx|J2KG`U&*STqa}+!<fC)<kjzJg2z;9`<&>9
z@@%D0nhM?%Uf+_GP(qi>Kkn95OGi^|pg@6a@CMM~N5Q!j`9d{Ep?KA@!Nw6`|1_tZ
zj`SJXHX{I*9m97K-;5j#^K=DM%r^%?b+>5<CUk#AbT10`YYdh?Fm)UZ4+dZwjTe5p
z-1G(zz)30c-_xqkqs*Ca1fMmxjJGyAXcJ<ZjxI{-98S?b-Z-`=PuDu!cwkhxSS=oy
zUxWW)^S%0Sxu+Ke0`+B|cY-W%C^k5~Hz8<F+4L}o_%}O6oPfREnJ|+(xWPy@HIZ0t
zv*l{!KPv27GP1M39Hx43S;)^)<b7JT#j#VmDJ!WX__r-)v&eE{e_9V5{H8-Xb&<wD
zOy>QL(vBjEh3Awr*+u0W0_+=~AyUEn(PXQRyUK&=xR$zZRYv(>LtBVg%;mPde6&Gf
zkOq2T^5>pOczq@jnTo5GgiDC80;#>qKQt_0{6LY-ratZW7HzO0&8y#JCZ~w19_Ph^
zzvYR7$Tpw1Pg9Nvg#dsi@0>AznD>jb$x)mGWLSx;Dl*FRvkH8d(ATFmorJPZ8B01x
z){IAW`o{8-;L7>pp-SU2{g-tYT9aw819}2^G)_J~na^(nsEdW%bWr03#Wy^0NW`7B
z^63N?A@&_q=%na5fI)t{Ncvoe`NqTahY{^v!@lu)FS+MDeuA@p*)n-XM3=2GobhoO
zXgjgmvcg&uETcw!ac#R^Fdav~zkqAxdLkKCDhFTg2et_9M`<GZL9!{3aS1{^Q^_lt
zD~S0DJxx?8nfr`mOcOuWiGh%7g0cf)+?3^qEGwc~%gEh6HXespPs8EondF}2-gi+F
zkh8!ucveZtKCEACJv+X+o)iISjj$u3#C>Js3@-Z4T-TP3K$GQjT8JQ)0AA`@8U`&{
zvLxJ@0Y-ZfS~`{=jZe*H-5+-T<@A3W0lh?0phd-M0zsaT^UOoNj}TryDFa#mzqv9<
zIfkhKF|TihPrT)MBLij(Rj4qmgXOo$MhA;syShV80$(<U{FD*I$@oMm?$f-L0;YkX
zxN`0>Ghf*Xav>mCyAkTPrI(j{O4#8f&VqJ!na}S#=K#lu`gv>ld)`9V)?;p9JCDis
z52FT9?-MQTzf39(k$LDFvs`OYNGD2i)#CRlMUY_Zjrwgjr>N4IpgeP-0S1THlgmpL
z%?_a{A^c8aW?mlpcom)qbwcWR(|jqr*hT*CX_Iyr<prrGl{RIHE=}Zeg08inyK+#i
zzF?gO0#+Gs=nuk#{59c$r91EkaXcT&W_z4ut5$oZEmk-rCXGo1Aw!GzG?NGi--KH7
zRN#ee$2hKuh0H>GQp?((D8$q9o(Q~S!c?j9(RkZFBCki665c*Xb)(&rlJhkg26wiJ
z;?aFco571?ZOa2&Iq@K7hL0rTf%{g<r=R~xKll*!FW^$7hC+nT9FTdo2(UcH(E?s;
z(MshyxI9}JAtvS28;PntA5kxlY~=}|dN+*w8@$IYsl5E5)YEj>E3M9!20?uzS`-lz
zfQ_Wm<KIL)Zxcuda6CgJC$(iQ<BLjFgZ8I{*DS)TZQe{uEx5ZW4gLj2DcdA6ifF${
z4$irej3u`LPr6bE&90V6Bn`;ZkBbU<v6Fp=&{m9Gz>|3t*s|$@nI=+-_1YRm261rl
zmY=`>;gMc2)KWAQee&5eK`~eOhxrAcO|ooM?YPW4PSLF^wQAH@2syXU8o7#+daS%Q
z<C?B#<*=IkQz!`C6WHQ!qO291L|2q)FoWYEle?zSE-@(6HP5r)th8drfC#R12DW6^
zW>1)Z*NQ7XV7MffiMx<bMoQB~zgP$8VM#yd1)#cS@}&;S(yCcmPO6L2$!rAHgh~B-
z(X4dp!HlX=6Y%^y3?NuS?;>V=QtF>-sJ6J013?X|RbJ^Hi?#wcxRo1#TNd2do#R9(
zba<@9BaUEM6R%4E#5IKnvxP!BWFpen%k{3x0E+!lqlK~DI16C|n0(Xer{lGNRzU1e
zmdBsH1Q7d$-%V`pgiJ?%o&4|bh$Fr?fhyaT5aD!dHDoQFQzgci&$T64&r43_0@b*;
zS%j0vYdB1r>5L&aR0(SW@@3}`7tcGkP;s#NK9;4;o=}e-5LbUo0m{MtgUNGG9^KPt
zEOzl8az<{slKp@PSsgIVcYoH%p9`M>7$FFP_kJVRdVc&DIWGkY>WdW+urvV@onMWN
zuJhtR0)N6FNDl<R>CYH_)4M_(JwB7Pi_nS3yC?uJ)NU}>jmsg^>m~4ukrQL!(Z{|b
zzDo_isJ?bC!1<ejddNk7OITf3qP08g|CWco=(AGKKU8g(pAkG2!H@IEhY3qyis*J9
zjrlRa-p*6{TY<^%bbGL9D+710wat)Lygn|Q7vc_Oj;L2=?S<AV+l2QU`|rs(hvmVy
z{t9lx%hIUi+h|}<kC+RaQkDWA$aoy7aVEt$UD{V4Pl+&*e&BNbq3DCCtsu!@Qce6X
z3<p6Q4y(vUvxsTSRxIWlC0Hd-jeVl7qG+%5Q<G~qN8IhY7)XL}T~pu5%kP@0vDoSM
z3KxQ_8l3Md8_GN4Y_uS8ji#(LU2&hb<Ph@d0DFA)3ze5?DVzSOr@R@x?DqW6opTF^
zBveR_D8zobgstJPA3ys0Yz$m(4<XgieDfmMKC<R%u4#6JZpPH<%kus8i8k_yRxK~Z
z6rxAfX0od(c&rHH3AJ!Cru21+*;{U0;4B5iIYcc#`_&kol1vT0kKWB`J>K9W+p3a}
z0_~zWaD7kpNPvsvNNful^}F#-sEtF4iPmk=W*w*_`W{C(z&>;>#7NF*-8O}{|K?bZ
zN-zu`lmyBwmEKJzoME?e2E%K-z0>>xS;eAp|8L9@GDw^L1=nC-jtnb^6LO{XaS*4T
zV+;d4hE6czuY~)L^@|VMoZdDbrO}!5BoBG+Ur$)%dzd8?HwQ5C$CGvN=PV%$dLiiq
zpxKMk398!E0*W95JR)>p!R?)`2gh^Wbm*)#%i%TgA+$>iO<A?@3=;QpyLqO5(+Tg8
zCNyg>PD;0U2r5_PH^Erf9ru`AgUMC%W9S8DCS=X^K6_Y$AGRGJ>nl-`u8j0jR(?1W
zTOPSK0SO~>nOMAHhRTFWLZ1v_bdnX7qM~YCPk&1DMTq#Xga%KxleMH(v$g?vC0a)J
zUvEK#j-n)hl)#_WxW}&n;>SftpI-kHgifORjw8oJFl+$Zgi>m3Hzcr_!CUx5ws@R;
zA-lCRBQ-t<iftX5SNO}L3m=cC3~dDmPUinEL+J3#Obq<&Od90#>~bxse}!2acA=?R
zJ+nKvHSznba?j-r^Cti&#f(VrU*!@oSpOCG3E22Gy0X3J190_E9+DEl2VA7U2I3fQ
z=LhkpKZ_W44MdWm^cjKpza+=I8HYykpdE5hh}`NRRYc{{^r=W!!G>`~JrJ>zOMC;E
ze@axeGxxMFS@?8RN@Sp}_9)Q?BJwtGH}nr0eZ9HtgNgVE8rv$IGvuf;K6YS%E?GmL
z+}!|=>MiL%-Q;NoOIV9mvIUe8A?dh^<FKOo+r(85x3!guS-P(hv}#2*RS0z*TKG^2
z=VD=bDWVkGrH$RISyo~fuxNs94ou}4U-G7A&U%8UOtP)U<V16f_0>k0a8wKU^CA3P
z0)N&kzIx!<mta>cIVom_(jIU&YRd8#o#!uXyCH(MUYAXj2DBiN`_nDdXI0PE!2fWU
zA&GM1^?B@c&lf3Xu-yBz+AHAeXA%{!aaLVNL#dhD=<x3mce%NLp+lEua-(PJ7qW*f
zvMvu@j;5if*$>hcQR^!^_Ut?-4irlgu8-gQcj?F;XSDV!l((cR@lD8$M6WA*6(t6N
zBKVu-w=OTdLkl3n(EX(AZr6WFHC8a0D1x9zX88d)@Q3CCgkZ6~{zrGE(ZPT22oDZL
zCj8B@lSntd!Vs3@BmlFvyoT&Q7Kkrj?TLDhZ9h}Si|)y`d~=<UJU?O+77ZIks$9{i
zmt6Y##X%WD9+tYFt}9Lhy+n)RO^y*f`>VTn8wgld<8ZphRNYz8xsCh~=%``}FK6E?
z4<l8>=N=o#B_y>Ft%pzNA^(}z4JLi<vW&)Ni2HJ-mAU}d8<BY%)Kq6kQkFMW^eeX5
z+i)J-uiOO`#Abct`E}MN4@}MI3@(eCh=iQF{6~AcGLMj$#$Vr;-)KBxNj&pH${&ix
zVuFc}5ANa{@bU>4=xghf&vrFFnYcnj;j1vayZ<X{eh9(SFtb<02rWF8IaO5wMa_Q~
zi4_-P-vnI8ki}lNA;nB}x2HjD-5Xn`Y?>}@hOY9mY(JNpZS@!$QQm&8`)e4@eLo)v
z*!Y#Og_mn<fJ#knD=;AX#^BfPX8}2?Q&U0m2!p<WZ?WxsHoP~Q2h(BWM~r6*UO5d7
z4OOR~mnZ?%@ZPlL9B;IBU2oY+KrtK9C~iIU7xy8NHg<Iy-F-I8n+nK>FzPSTm^$)@
z=@-KE(k(AuyHUYWJ62HEC5H*@Pb$QJ*|jJSW`Tix`o51YC!`1cGjT7CELH@j;WF3?
zah7uvyGs3C$t-sqc(P{7?13?~e%4Mv+qkU8jtd{iXWD@#fiS74+Cu9vIAr*ae}LTh
zI0jasQEEPnos_4aGBU%{?Ho2>*s)}sT%UxZmXDiR4UO&@VK^Rw>;XbRDREm{JbXHd
zd92@akBxVKq$V>NTSjB;4B~*+NrNThsREunnM}I???DO`v9`c90AGe5YBk{MIrcnZ
zVC$z46op9@2SrH_{=hY<2cYXKRq8VikO@&glDuO`L=?wTH!bpJ7Lf&vsB^g>^1>%N
ze!_ceC7PVRv5m)?^<2@Y&k{`VZsC+_`28g;B91OO+Vf@lp`tE+ogy&fgvt5HG{;_$
zd9nDDv%0KR=dn>g+0YR&9DeE&;q5wb)$2>;1d}r&g{JZd3#a0!-I^E~L4#TACy!!m
zWm;u&WH~s(?xO2~>fUAnvz8%m4eV9aaaVEydXAJrxFJi;PIBRMe0Oj@qx!~SmlPAF
z{g<!JJTuGt@M8XG7@$Wqa~hz{C*z*^Ats2fXz<NdM00j>>6y=4dl|C?X28Y!`-#cg
zTJL?4HU1hDB5P8Z)gZO|^2Y5zd$V0Eo$A}Ar6n5#A_ms`#=Qv#Ut9e2Jro0S!KQj3
zjnl%~JvE=jSpNE+4xpKh=fcl3%0C(2Y`?-06v<+3O9#g@bwiuQ7zI8dW~2aq<?Y1B
z3Njz~h777}VP--RONl1a7ml<K+yT6W6b9YXGH>$ZrI0rWWSlft<jgOOqA1Q^)>=pX
z(7^g0bCqond8p#@e~3y3u(lk3h56k0Ti7iay!LT+8N+BDgKH(>ZS^Zk{NgnZ4^Z_P
zqVi=Sz^9EY$XWkw<?xI2@%8CRNhM}lhfi##WiJce?uY}&03FM2sCK||g9Q@U=$8A-
z=TvW!Q$R&)!Ml~(oZD<1DFBt41s5jZSfS+Q0x&uKTU8m!hOK4l3oBjQMmxt*>J7M0
z{8kLxm7lS=${EE+^zP5YpXP8y*g8ziQ)uWWvXd*4EQv<s_Y7QGr_E+4OQ?)y@=YN1
z;9bHd`xw!s(#d*yeHDP#i^~)!mo35r#o21a+d-PV7|H!`X5}6&z`O8%j*K2dP!JNH
zhYrrmP0HH8-{%w6)o1gaRgdPi&2VmBaeoZ3bX|FEs}-Xfi8Ed==WH0?WKPcbwMG>B
zq4I~-Bw!{_CbNH2y6?)(hw$TIlN|3g1KAI+kgBK5t?Jn)icx9e4BjZcy~fP+%Yuwl
z0Ru^4AF1cD2cgMGo?DDfk^mQTDj!5;BbL4pA#ADL9Sdj!NaYWI2;U8lB8{O15YoT&
z_&5J$*k=)hG9BJ;`BIM8?&&<uwT=n*dxZX*+GGHgL>j-s0qR`U^N0;)M<Y^`uDd7_
zErE6UZ!2vu^I5{on@COyB!VN2_dc;ZYEM2<!^|j(X4~Xn(TEng7L3<*6m5EXjH-w$
zp4v63_zjI&b+#|*2c54ISP;j0e;v~}L^wuQcK4Z;kz_WEx`IhJYr#{2@p}hi_JWQ|
z7{k?B$$!7c%{#XIP+0ZL70josgMhlJ3G*AzgD|%~Va;*aA-bHZ>eWxBW^56IbZhm6
z90}HoDdeT4NQ;v<_O}Hyhf(p3vbbbl=jG52Tj&;7^cHLr=<awNt=Fi-wQyieKbZZb
znX?8*xQEg9f+Bl^hPGbakiWo1MfNQX*2PHsO;dH)h7?Bq5)Q(gKFq?liZ%A;AW=e#
z4xdZa{1upE7Vs~AzOc+b9wBm?k8(tvONVb93}Ya+FoglHsaXe+glw#ep1L75V?40^
zk~AZn9JV1|kCjwC>vn3OmeOzK8}HMdN&Xtr`!&#1hTO`}#JpwhohQ?E^dmNlpET7;
zZwzZqAdpwo_tR0XnyGRI!1q9@eP$;mB`@{>-2hpY)9>uaFaK7`o|Q5OBA?5sueGA%
zf4ZFc=GUs`iD2R-xuM^DZbund(D{Gcj^ZdRp$j8mYhb&@E&>L<uI|_44N#nKBWQu1
z-ci_fjOcli4J?BXQu)VUKrkjjkf?set~kvsDqhR`Rz&;auvQHzzfF~Eb}2%8)hC!J
zIPAeF4>OU)iP_|`8Ox0`$E!73_vUlj+$-RpHp_OZLxy&e(Ds>~n0+#(!t<J0Ogjp}
z;%GhLX#el2%)L%onkHXUo9<km44jr!=7mqkE5AwJ`Jb?kcvW^m+rZZQ3ZsUyA@)(5
zZwaYYUAJ7{{gL{zFIa|}UZf?Gi+yrlzc|@ZqJ#lHeKD%#-p-1M=-45|lNAMx9xh&Y
z-GDkgyWyR`<-qC<2nzG@M)5HtmBTR<mU)pikR<6PA4i<7T3NKMnIX`m4R;*YZdM)Q
z6)opyD`n`Jt0ssD3jvvpjs1Bc2ZtDyk1|yHQa+P3!vW8Gn&#W22bznrwPEc~@n^n&
z-%E$x>MY1>A{_3ZFG3eMg_mzOjt9{os2e-R2k2a=J%XHUu%f!Fg=KZM2H=ZMsgWC{
z{G$tNH!E594k|OeI<5uZsLL!kVD+v<Mq9rk>taKDTH^(3A(Es1ep42&ZhtnRVF7t$
zcx1qhemi{o{NHO>DZKA^qzL-3-10$<<I2{%_z+FPAV8Z;^k%+VV&mP%elePP<a2&-
z{V+**{*wivX30)Ja0#GyUzW_fB5Asc)+ke@IYSZT9LPoiKZ~8h4`!pd;;I1W*PqHe
z<DLKkvQCnRL+o{p!rF}-gbB1O>7Pv56OhEQT(Ud!0ko5iBwH8I>_ju|kKev!V$yj(
z4{+3cqPu}ZFN-R1R}$zVQ4@Uom$X(aC#yV9!bMong5UCKY9OXxPke)y+gjfGvB;vP
zV`_2cV(}yW=wVa^!Rj1Q;{r2uoD>@cX)mqn!nrqWzpJv5=P3t1n95<zPeF0zIK=5P
zS&oXh!koN*oE8=i)sU;pb5o|hFqIs+@b&n}>3hxkn?*x6$lsbxuBpQhPD5+*Yx$TB
zCU8`j6;H-qXz)>!ewt{5M>0j{jB{wh1N3ayu|CcO3A@0;w0W$HGUXmoMox_IZOcA$
zFTgfxJE%(t{cV_7Q`X+8_KiavpmRC_s!O*o<|GHw)b_7vshR3KW9MVDO{~S!#lu!l
zFtQ!8@enLW_Mzl&+p9xz9thyTdBt$!9HNgiKINzB+LusDz%z6K|E4>D%5`&ele8M~
z0JwoSNGj_0gb=2;;ikQb|E+g9Llx^B7V=~LQRku>P3p`nTVOPgqKTjcL|OFGFGR^-
zxFEQmVN&5y1R($*EE|-E9I-k1!c`->etTEj{Z1%ZOz84x%O6IsCNzH;r7cTPCf{Rd
zUZ0yS9rK9b^<eEH_AYigYySfmkL><eP|pFkybM||<ks5IeO6@%DFHIfXe@(F>j?~2
z@aqgSr{A%AU;qBvRvO)QUt|>&jMIWVG#@Xj3}2XQ#mM(C<m^JE`$Q=Uu2I&m_u#%6
zV9F2Hio@U=MWTRdsB;|Ae>EtYV)jvg_@qMXI-FPNhV;wB%{ebfGlb<tC+g(W)k_sp
zAe)EV%+l|NM7x+pV7l2+E(++rj#NRV^fnLYYQpz%dim$_Xi5@VHfKQ5du@9S;E*ge
z{UU*zaC2CQg0{cud^&tx4PFTF%k4%up`{$y=MQwroS3$p{ZqEhsoWfC(*I_8_fu{~
zHoeh9sX>%!odJS!r%t)JeQJgf(L**OC6IN0A0XExuZ+1go^ia!;-pN-w+-M%guuS6
zHWUmR_L&@V!h!J;T=u*X_NFP99nnfETD6pdTbD`aBYKVD-Hf2C(3Xbe^J`~21XC)<
z79UZcl!-#VXxXK;;@d$CF?R6Hou=i~SNXa|UB@)=LV0Q=)=G!?|JZxWus*hC(Gw5u
z7J|EbaCZpq?(S~E-QC^YJ$P_;cPF?7xBJg~-n;icbI&s~XXbh4!(8}6v*=#Eq<^()
zRdrXXCbextdVmG$i1`P$DNXO>25bf>v}=B&-yC4Uii`;4y59%d1U4P6EgNf2H-SEf
zA1Mxd-SGIcA2&cM!DNtcKxdMCmfaGo*w?0Ejp;*f%JoARsEHA$VN~xf$CBy`LBABt
zB&;GGQLA9w!~1GwjH_?QqCEZSgmFS-^omlH$4^qL8%dIlJJ6qL+S4ND{ZS*lPuKCt
zg=+`vcyvMxR)03PinX)R6iUh29-2++V9~kWB<Lj%#;J`XJS@{_ZyFHI_h|%z^7Ig6
zKHb12#A*xDg^fgH{OpB>!_8AD_%k3f5x!x>+*cOs*e)dUw@DTt7Bt%zwS%EN#z6=u
zk%MUkN5S{e*2>TNYF^A3A|M$Tvxc8M7Lc>LU=0XTg}$Ol$j!iWZc_}8IvkuStq6XJ
z%L9!`g)7+@@+Kx&WitEm4G0S*KaAX!U#lR6hU64D%_j`9KD8Bw$(4O))m%Zs!C642
z=<2KM`h!?YYrV;JnE=&|gKZTMUIv+5W~Dt@W0|L$SKw3bPi!PcGo}R&Drd`bu5UHN
zO4iD`pV@tvy07yj0WqM4yDjv;sAJXp0zRAeu^n9wE*C%2;{hsmBEk0El>@}Xi|uX`
zq>diiJMh{ZCc2C6UJLz+Km2x?s-7hYdMh`yOyn1lf!&>yxHN}R47pqaU1e_nqULF(
z7~O)mq%CKaP-qu|bPxck(Ed~L*N;w9C0kn|RW~hm@@zncD$vNQHl;uyv@y=It=)Og
zi}pWDxf|qMgnmCJ6jR9+h3#ue;OhLdG1T`dgHcaO`Poo(mQs<3MkssBqCna;F`Kz#
z<09%WzcQ8C2B#Un)IcYNE7_WHpAeDH&lR2Jk>){;>1NtBi$U~l=bx+)f?jT;m3^(w
z=*g~WZTjN*iCVM`I9vf8&#Zb{SJ7u~a9It{gm?zxfSJO*-UMj)#Eb*%;1&|BTG$vx
z3%KWQ7!@Om6W6-pdaZeFc`DZD-2ymOrA3d*jg9AZU+(}>n9il4hZG$oUH9<)v6>>>
zBWkrik~%yL{(iq#+Ds1qF^w9EbV->>!&$&z(l{bB?ow3^p4$h8oS471(VGj6jKexi
zg@rXEA(a{m5uGL5qxb&Iv!)>yfpIXaHshy?s}ZDJ8;ixVRL%2y@|sf!&7;~a{o`X>
zyr%M$^fc;RbDz7$VglrGFhu=A^Gs02a4_Sh637r@R5B>TaLvy>?-Ju&Z1kdG4}Ja-
z+P4ufGl+R4n8}&OUpGTxzoN<|Wz*3I17UN=HQY#gF{wf@b^XWN<1IDGi^gns^MgC<
z2=x2HCOWJ3k%kVI?DNk&KL@qzYBQGaL$iO+A>%%1p;tR4I5S5O-7?#s^DPTGC16o>
zkV5SGq@+aJX%q4Ag~}boR`trd#2@-Zp)zco%jm8z&sHp2oc@=bs2$RFXU^$U$A5fr
zrwEC?jv@!kBstp4OCuclLIi!*TUWe~>-11o#MIz}K%|5^U80MSC-R0W{2*21IzJ98
zRubC%NW-e#f3ufQJ$Oq*93i|rk5Ct8^((nbB=9qJD2XP9L9s=VJ>?r7#22lLvej-z
z<eEii6gK~{l6nWsRX7<7kDPKDc6|cv2iKvYXxLipE<)-$!L8Hn?~Gp}01-^ul%7X%
zBub50eluG3(EJi7T2pCQ$|tK^@H)Bgdt~+ey#}#r3Bki8#wJqnCm`BUaZf}7ZbZPC
zq*}WH0jq{VnWV)=Qg=XnMF;Zy?;Rp~?!$)(+w01)bgFuj--HS-`JM+!4H!?8$_)x>
zL{KRCaq%2mHIad*hG*1x`~)`5`>F1M7!Qa|^;{U42drH`-`-c*o52RHaG>7|NnGB;
z+l{i1Py!MR8{15-Q+9#{z7a#B@&hS<2U%i%is7d=z?_^}g6w$kKE_)j4ILbtV-m(8
zi&hC>!CIi&LB^C%?rz}Af_5;u|I{EMh>vWGHb5N<_O(p=L8dGq9Gm161Y7|BGo&jB
z4o{HD8rmbw7-eVxi(|KTnWm=Q)u-Q~-wZVrm}yNull}yWSM39$Z!&~FY*paVC+#t5
z5K@|}ia%vMWcWF_Bvn)|E6wn2_X`xbZIIyaVWe^%%$_KdS&V!j`7&3zF5)aX;q7b5
zVzDE>#KK&Ol3??Un3~xj32ekHMp(ID*+3v*>InAHwu}0gj`W(`%7U;;KlI-mYeZ6>
z-s_0gu{e=qx~s|P1qq#S2ng+X%tC}j`0&&0W@dk(oMhSUi00rsPC;U=?ID4N0QK<+
z00R>+5V!>wk4L;(rw{RQ6@2x)Nw}P^!8Qvm7sKx)nTSVCsVk_237TCRc&83{!yH0x
znA4K`+Rvi85u!_-Y|1+;mHe$$Tw8jKxWO+oL%_pWn7LqDJdZ$`325kNcvdPniE$#C
z1+XDh{p{tb{Rzii6pf%dbLg2=k+?@A&hT=P2Y5;qGCLCvGm((eW!==b$xyI^roQ9v
z0vtCN>$AxMu$7meARGEse;eY(8_I!ZTOQ3EgWsreNG$Z`pXD)~)FJH&ITJfsD$^B$
zzXb|Th&n_gCi(?iNj;87Ii5`8@tBq1ME8GoXR$M0*;VzzmOQvdJ=x(B+v+!<eC!Aj
zX6%hYT<jqLUJ}4*Y5|7Z6ggCz+^T}@ZOj=bh-|AfZ4Vco&AZ97ZK&*tB({{uWI{m-
zVF%I^?Ctu>GV!@mmfEshPalRe5i3p#3=-r7YRU%+t4?#xM=7lKcpP3p7L*A%kP%xD
z)@1ZJvc|oykr!9zwG4>MA*mJ#@)uuzuc**f2yiWV$u4Gid3Sd41JqS+w}GPF^iL7%
zJdIt<?*XLD2QwxFsL~D9{tQT-4<S6EVhVVW#krvNh>WFv@D8L(Pq|@|zuo-Joj;Qa
z!JQUv8&jtdqRaU6KKmK&<?~^A#@NTR+{f~`xc1R2LRa-OeU|-XkeCu(>-78s=Z*y5
zw<{Tl-#$pl4^%E;NjQxZ$UY+!0^1o2Dlo|lRCrh990dg#J*)Q7Zks3?3%z6q>kz6S
z^oBe}Hv8C=qPEU4fO#U{1ccGyp3OUixfe5gi4&BKp~iTIVCt)Xy=<8gGqF3-p6r8H
z{U`&&5vdZMTry-T>RrKYvOV)xP+zPQQ%BjHP~++NXiF6SEU|C8!5hLmf^N(|?@+~-
zjm8WumZY2kny`LJvJJE)7_?#fRuVeFucWZRvYZY1{H6On@Tx1YfJL{Zkq4P7j{;#|
z$$}`t`+ZMouPSlyZ)C#MjGv=d*g)Omav1O=e1n>n#PVkeSqfpCYk!y`Kf0le3Y2Q^
zlq=bri)Dv0!y0PUkPYgw#pQxQ`+&U_XBf7^!S`wcEXrvnCnh-I@TRUIF34FUyj$??
zWBneI(uKhC-4Jv*DVL~ncA&?2@RlBoED&@&h$ej7$74kJwiW7HHT>9xzaqv;#uEob
z)g9AUW+ulU1cUZRJcS78FBMh|H`Sh|ZoWgfVXfOI$ijjmX~_6PL`F|XHntv7w>G;9
zWcad$cF)z$;@Ju;1foU0Df&35Fsg>V3}7=$&O4eS!7K2xCxou>V`x(7>nYKV!%vLw
zQ0N&((~zgycAU&gWs96CviHEun>OBzWy%K*2z)icCfiGKFxspo|M`jg^O!b1*kg)J
zemwd`*voGRUg=xM0X&RzdLZ_2e<b=zY|AX2XMkAQ6u>923tB$F_XCZM?4H?*@t^$a
zo42@8JPRwFZToZWAd^%G1j&p8=}pv%d4r~5$pTpj(mV(D=N)xbXTf3wi$Cwo5Kp9U
z1+tX_4#~Bs((j0XWEiJzy;i+`4}RTBu=x~-v-W#2ZBouDpu{rWQbPeWp85D#jM%28
zUTlXUkd!1=W1-VN?}Su+aYV~LR2W~<YSN!Y$n=EJ?vQ$$yU0wUl7lJmOwXTXQYF~=
zi9m}I#&yV^cM>Qn{CI)jKuS%f(3QzySuG2|@wpD0fgBCc0u+V{r)6q!q;}?q9Y+&|
z&9-{<RMYN_DF7yjt8#olXU{E#Ob*E=D2+TW2z}#8BF?}#(`Q_5<G{;&>*t4Ti$Gg#
zF-D-?^zo~uw9oCg4Y=AIzs5Wny}0iRCx9m!V~L$_y>N43N$*n}2OZ>>Op|zsyV|&a
z(uhJG@{?ZsgUF;<`(UlR2jMhvfaYC#z&mx#_2CH|$@RQlxqc33Jy<(4`BCEboAH2J
zq?U+#6fT7vTU40Ac3+CRJRekjyF{~GW{2<4nUL&BGJ61ci|7unY<U*PvXm5F(CKa1
zzp*A6LT`fe5DSh0aep~bNRfCj^H|tqBXL&&&%g{_SP@qAVMmwXy%gn47fNi)1Z7EZ
zCyP~MkGLkgKL9Lp;2o^D;F;tCkr%3<@2(&#K!}GFO2juI8B8w^rP4l5Ce&aUNvu17
zGoh%Eyrw{X&m<R&L0JZIbkWvPa5x=CDfI{8N*<Fh#_RKOTnd!NLjM?veV!hc-S-K~
z7)ky)DQ-Ck6k7azNoH}5gI5iGSN32&7AiCtERhal6lfYT!mxERL6ThNbWO)1g~G`#
z!&KCa(w3I%*yjj6C{$^jRRNexxlk>bj=eT7Is*sbD1FK57xVsc*9R{n=+Ws`oqAI}
z;UrF~!eazFPP-IKlurTBz^}FBPxXtBMLzR;7734p8;B|3G_DkfExkmN152%+3#GYe
z1_r3?1K9nUpRU3dY9#?d)sB#tpET=XU>qdU%t0~~YcK{;3Z|`a`2x0Bu4Y^XJbk2H
z@T|<pZ5NgTpFlPIYb)=rJ~`9V$}ujFi}<)Dok(*#E{e>HtA@xXfrh|S9MVT7rF^ao
zA^3?_*#ZGMx*yHxR9TPj!xIw`zELp3PP2qtCEEeSSy~igG{_D@;O{bB173au$B{}H
zRF7kc-cuhsn^`8#DMyh;&(M;j=yZj4v~TC^14evl0f`uEET%bv+#}{kBga5MNWfkD
zi++oVnt&OcK+f?XGvJ<tI1dOZE+xDA?&cL2I>xSL;!*&c2vVo-5l5@XMuh+tc?oK(
zkB@j#sU@B_m-Lhj#psFl?n!#7j$DoC$T%%X3xB88kgviY6vAGrCCdo5Y$k~!cSIn@
za9XR};-(xb?&jDZO&lcz&V*Q0fJUOf2Z&iRH}Mo!vY_AOG9W=Cym`***PdJk<zu*-
zS?Va}H9Qo<zVc>@UACI*io9uUrD>G1+3z2-jNeJys5z=DQtonlblyhQ#jh~gI${IU
zP6f;ky>FzOp*AP%_*}2Q@(h0`a}MSXL;L0LHH{Y$Z~p9Z88`0IPH#ecZDKF_2^-VX
z9%!2W)93pfVH512;_1)HLv4(IW>qfHf?EFw#Dt^!P$iN6P*vEM>C|Zvw;Q|Am7;B!
z^7P>xbgj#J8jfvA$=h^o$c-ACLwB20^+3&-FtR>lr#%?nYTNCQng|^gyW8D$4Ybx5
z;@#s}7t?>auHl%82wA~2lm_hV)XB1xhd(pKQw)tX=b5%Fbl{dFVY|XkYoZ_7SvKd8
z(96k{5OaWMp!bX1av<s$HR`8P5#5Jzg;RO}lq$$#vV<Z?Yskwb1}JF5{H0fHTSCG;
zUk@{fWOh$yu?~+8c?^v8L?EqpILA2EGA+<l8S%f`s#9)v%JZ!b%yYJ&GfgU&_PFi-
z?#I8gmy5%oS^n`e9&ucx#<7V=Jgj&*YKl*WhxFttH!v|3F32|0bc#pX98*^%K2zG1
z_yUy)M6yGGC_F1sn5<4p!MCQPDU+<X>*C%%2mAUgg+sT3yL@la4D+P0aFOieaM(a{
zVtSrHqZhbO1AIfaT4CKB4lkdRi>AA*ugsP8I4X|GASb>03Fsd1tVg_<kmZS~MHzXz
zXUGw$rl1=^ZL<bnbq5C2Yqv;t<M+un5D!SBV<v@^`?xP#7g!!lDx!jI3u!oZkxldr
zU7*hUl1#s>(C8o~+K@kJBuOW_{^W`-Q;L#rN7W$hJz3Yu67Ualr+C~!AW^u@;_}k;
z+rOly8|+f7J_`%pqb6e6oMZDGRg>1rG*vbwuRrnEVMul^lCk(9SjJ|e{4P=!PReeo
z%5Slh8njEPmigKf=uUeuT@uX@BxU$1HE=%kdu38ALS8a_Q?|~97#~Pi77)Lgc$!du
z!P{O=AFIAo9@wXBpw5QA8!#|G1YoNq6sg}#)HSpNq{Pa=d4rlb1k7{zVnvLhB@~CG
zwPpw7N+AZsxu&iTiAGDB2}_(O+;!Sm3rJiyw_Q27W(T_#!uEIum}>Z;&0G@g!jp!n
z!oFS+Xt3p~@?XM1&{L-a;PHlGm`-TG2!pBamjflz+kzTkvc-XA-w7_JF0rvsQ-$%&
z5=4042E?wB0+;12<Q%8T8(hzNf%+J;LRFF2RDG2-?TjOO8USzAM|91~R<!D22-F#c
zbWC=AxvE3y;YMnK(?)7vul7(Q&+8@n+{2xs+Pc+GKExCeAZ<^lUBc5v{_+r<y7r03
z05bw??2`>w03jtAl2!htW6iG&#{4}sR4GKK5{E{(%S>kkNSIoERV{oYKGa@0hhx2v
zH#VrAU1K@3d$4mIW?6bq^Aw^nN=|h0#;pjDQMC!piqW+cXJeI$3E;JUzqBA<YG9A{
z1}7($a+Jv)d=L0rJuStNV-v-b)ST5=`$G_l=$$;y`E$-^vEJjX@asNvQbK~0&fm4C
z_|S)Ji-yGYU<sxSca}u$bihzAD3D`03A(EfF{d(;yD7YayF?OGAsY=~837>H$Z*J9
zrRc~I!;XD20!F<(dK;l2LJ<`cuEvFT_%#KEx~Aj?mrfa*KhMhxdLC7`uQscz>nb>x
zkuk|slZg7K?wqz`nq=HeALr^V<8ROVG!o2?f0T-|Gr6QSEdgAVu+#KBf}~Q$p_6lZ
zGd}}yCz!cDvF2~{9x+qJMwiGbj9lL(y3|a9+zl4e!IlmV=|CECaQKAK3?$c0&!&Dx
zT;G|etA;HSZticsxXA{penz3oqF)Ef_hU_%%5VrCzTrx8fEw(UHPS!Omy>|c@r_DW
zxk(p*`ebvWY6xNTE&qtvu15GUotB{y?kp#(xUK<#Xju9y@iby$O8OGx?PCQQ-}N@M
zj7iEHB1!BdC53O99s*8uh;HfGa$ggc>Pg<6we-at?SgvWL`fWZ>?I5^TZ7S#Ud{N=
zP@2@nU$gTFr3-D^xaI6ye&)SiQaMbw2=cHpOZ=Ab{r0rBH4jUYN}=7rPA#5B)}kQD
z4}$=ix08mr_z)8_3M{iElYlQvEJ;Gf5=XX+nEE9?6pG1<rR)ORSkdq{LA4?aI)Li6
zS`<@RTtNJEoKlT&UOI0-E66$UVl&iC%8)vY0C+S{%SC-rNRaHioYHjCfFl;GTUvLP
zlD4@LNcfUz4_fVdV~HK9+e+g}Xo*F3=*^Z`%lL0><Hqf8T>8YrA<fJQb)F_{-<IF1
zd>A8C+!Abwg*?#MjRLiPPg72e<tHKDbIQRIAU#98Cx2o7B-t~(GVA6}nf<ar^kYk^
zh<3>_EV%%I`BHv_mac=s=;!L<I;<`c=4762w~{TfbC)P5$Do5V9?V?;Qd1T>_hf^V
z8IsCHX~w9OrparWVvtjieai(Xj#`Rsj?!?(Ao$RD4bx#(>g@B969IanGhL-}<`6DP
zQvj3#M>(34iIW)zZz!cJXi{ai;;!-X6S+*+moU6M-reuyUfN}8h^OE9K;FqgLccL}
zA`PaoLRkxif`#>k1=;b;xF!HCxk~S)>akx>N?I!tb1=jX%vg!*g*PzCncPppzHBJn
z&GWWd*FmVL8#vwNl|dlMn8CIgYb0u$`@KkX5;;Q)#g9eCwE)vtqac*_HlQ@8W(o30
zNQ`Jg6fES~?$C@}PsGS4J%zD&W3N(%D<S$d2;?hlBkX6v!O^V@mhirR@wFQwd&_=c
z9R#<jbLJul%6Z(C^eVXUlOkJk8>zwS?i<^OkH-Art&o$jFN*c(%YQlZzIpS`--mul
z7*6psoN*R3pMJ6BJog*d9JhSS$~E&!9+`%6a0bkL;e}(K5{pHvDLd*!AlaUrXcG#_
zF2Xk-%1Dq@PSs|vjOQRNyNEDuL5xaxR&ocM<C|uMNGKFD7Drs@40Bv)9-fYi!O)hC
zHcpK#Ou*udC!8bKOh8NEH^fUsY?3X4DHCi#WCDV}8_yV{kV;3Rl}GihSr}{ac?LfD
z<hR*Y-AJ(`kET(Vo2mM>newLHE3pznzqV=JYTeooMAu(TOwV}k(h1vP3Jg98LdUrY
z`<^)a3Y(v=Hxlc@)Ttu9Hv0~g2<lbKOWXBl`I{%3By>mbUe#+nb_W5j8|2X@69?Xu
zMvxn~5wRKfE{e+;&P`O;qs->IpQDpd4=H$-8ECa%A3J+Wa5D4XtIk|<qa<$TWZ<)J
z10t#ek|l6KhJSjqH!C7=VmRYSRFOXSvHo5TOc?$ymZ}6b9qi8ndY#9Mch4;>hD{-j
zhG*e@RVyeFT+%@S5T6>5%(94hScH(Ip_Fip--;OysUAJmIH31dL>)T?>_<|sla)H_
z`nK0R*ZuU59vfy4$1ju`<A_+&Y(2jSfY0!YfonfYYL>Va)X!}5fU2ABXA<zD<xH7V
ze5({blgN)p4##LpXj3$rGd84UTuFT~`tgjnSu~gFnXk|@niM!=k9jBxG39*HGED!#
zXXd3aR1Kp(0zs$Zl{6*;kI&mhgbzGi65t*#r}Used!=|MV@32MFNuWbwpIY$hclJ+
zToS;YI%){kkGtvRweaW6wxwJ7YsM>XPjmvCoVFA{i9{Kb;Hl#9v#UHeXk+iErEe0?
zc^k0+GXWYH7T%0m2xmC^H|C*=dupwuEWAyWmdP~6<Tsv&FBjAnG<cKf>Or@=%Ma=I
zR3;Z|2{i~BLNvohE?H0WjIq&N`X1($Np)@}OY%wT;UkohUf-xGwV|1e8%G3II{Pp#
zP7mHsIm3GjoBhu+Bh*N*uMllIDfS9oyt=OV@2_+&ui^4Gk-}JeCM~nSbt$%h9#k+5
z+pJ~lcXfD+X4eZ}jCEi-kS0B2)Vn&eT)8h?|CStbS=UL@;Gr#_3v>rFE|y7F3zy`T
z0LTRrkWn}9$Ez;Gwx)K`t-^S0c-_i<FJ#2VUjT5kjpRqJi>*e=Uh)k%+KKnFVfMdL
zdl#QuED0Z|@N|mqnvA(mh6U2I<MfQO1}4>A22j!jJc@y*dozF14pSv%#F0A3d{7I#
z7<$=BnJjCFe$NAWA3owNoZN8xGD@fM%L*=&92n}4Dh1_RP|z`ToZUrX^c=l*bXkjL
zxrxHaZSRF*dOvPCpabZCa9u*(D=(C68~Vjt(iir745tDxV*Gzyj{JZF*)XLpvHTJj
zkJmZj?UUi{nUNguO5lrj+L#?6b16T5SLh<K4AbrjXMyxxYN;4G2C#nuT>R1m2LDaX
zi>CWTxlC=OlKE+EyA$oSSaY9L8$X!dwNjT?c<JX~Cr^OEThKsLVg*{5t2~ufzo7jz
z(E`Z#%@N$4aT&eT>t!WufN}xo&z~#2WI(=GCT2U{tz6F|pTHrcx;}sLuagq(vGH*V
z`>W+Xd={0C<mJXjiRpgs={~Lilcdo9tby1zxLe-(>S}^|aE-WTH}O)+5kCGu+Wqf)
z{LlXXyEh-DAEWcv!}D)6J|2y~i2UD{mUnrO_fHDCW9raG)`kv__C|VEe~xVQ&7m1s
z81d=x{~WO}v3zCytN1JHzl*uJ@aZIttW6wE@fp6d0Se{u=@i{;jqvGIW%SLB3>@+4
z6rA)O|5YMxrDp>8hl-gY;A|Ead^#~BGZRxsd}cO$I&o`9BYRsLOFc&;Xh(Y|z-fXu
zmNxbZwt5Ce_zW!nQL%!Qo`VJ8uRk{j+(*F7(LvV8UeLzM*2db%+7Ta6kBFHipd!HU
zKQ##%8Q2&a0TeapfA`82_-ye=o>&PnXxmOv1T!|)2uz4&*$@fw{<(`j`<D&Ju8@ka
z{5m)C%A<ctRatzhO;vxn3XGbNE|Ty2cQBsEUyQvWG7oR=)Y%jK1FbqTn3>4M4bwW>
z-YjvGhxpT)L6|h3ApC^{AMvV_lae-=ulpkk<Q{{dnh?Q@RUv#DAW`K<5t9KwD$2?m
zQTwBxhgCN<MpAV{e&~OO^&?dCiFr_%SU5gDRv}W;(D=@pR9zfX8|8v3FWJ>i-=_%^
zSHc4bqevJB&Ou=kIDLD28yOinK0aPqS$S{pXdDwE(^VWMU`}D;my0fBMuG!Mo*@M|
zIV~`Qrl`5O*~P`B3uky^W5Y!uWOrJSpfSO~j9*c}eecK7&@*`)WFzG?vmm1VLCOXo
zcNP~H7Y7Fi56_zyv|UD=zdtB+X<<7bW@YQnSORKXy3o+`#00!XM4gwty}h%uvzM2b
zo!wP0zTK3aL`hzZ`iM~gftx6S&r#G7MTtPJzOZ-&nAC4+85#EO`||SglarJ5^mM#z
ziYT^UY$S?uVwEd~`c0_N^5pVzeu8e~eNsSbhY*`KHZ~XM=jRs}-cN%&Mxxk`T=?WA
z!UXHE6kBB_dY*cy<UNw=<B7nDoiWxyV3p*q$nV~`!*oQCw@AaY?V(Hjr~(A|i7=$h
zEkDcSXy7|aGa$xFWP$A3vD(8%#N@gu*?;i;#EZI$x#)V$44526KtRZifq~N(kWD|&
z>ZC9yl_?N3>>ErmpS5#yqewCL|0aC(EcW(G>^vU~8TymcClYZXbqzux%O@c);&>^J
z8JuH@+_Lgx`03e1LbW3?TGv&A2ix9!*`Z9>Fd#6AG9sZ+s4q!Bex~OkGXTpwfeW=V
zRjjlkD`|()lWBzUipt9-Led#5B9)RjRO3h?LLe+b1%QaBe<E%pQc&?%^$6qlCy$t$
zM>!HBEK8c1dn#Y?Rd1X-57Coa2N%~u3(1wkziW}0IG4rbb1auX0xwmc;WrB&Be6q-
z8-@efPYlGj%{iI(;RMg)XLMbjIa-k|{?xZ6RebM<3NnDs4~8EiLLeEjphlpmC6^+7
zv5vp&4?MgjCBiJwCj<GpQd<x%H%Q(p*zvbz{S+zf=Ogf1t4aa<BB}J)G3~duUxaLg
zi9yH#%kYH@XXj471+x}+*Tg!cU%yAn>Mep~kk#eKkRF&L8uO^MS-V^Sl}cC3RBVvM
zSq-`Aml(G>sR(*fheimI$!fJRb<M)e(8d}HnWYwHkkP&bY{^wZoW7$A=+A(cR#O)m
zz1=L}mcDa7Toeyb1e_<!bGRQccnj!VZzL(x#8%vT-0RoQg}|T;kE>5PtXRuDtUa58
z6s!mFNz#P#?d=C%ZpxgUevw4Ku4OGgTR1sGVZ{U8E-p1n)<g2>@iw(C!XUP;T0Mix
z{*H$xw&2c~XX0jo<IvV8^ZjT3xd}2!#|ZDixR2qNh2m<OBFh%I;Fg0f)VV>*<42lb
zdJo`!h3I)H4s8MNjJE>r+YDorl|BK1lU&g^S31z`mos%!0*&}ey0(N@?}0>MWcY8!
ziI+e6aOCM49_VgbHP1R+Q+ap~=D~Uls%g&Y2x~&R2|?Z;Az#4FUM1E33o-pK(fcof
z&B)03x0Gi1ucY)JiT;0AN;5M4Ev6ahng5$|n*INUoX-5@s@$J8Se>V@qUdN9et)br
zXJIgJA^772E%BCeq4C1~tURykc10PCzaU>ekr1D-0~&-75;`Cz1~D!MS4@n6+ZPpi
zO(%sO)?vh@)2q`{8aFHWek}ERV(dMg>89!NjP+vj3$RLb_xXC8)_C?{1|X;X>p||E
zpzpJ2w_xe>;n41sU}-S$eY8)o{QYF?U~aHH0_Zs&Fhb#ZHc_-7LLn~18ZQX0#5%9&
zoBh&UosFU9uoQ}d&NG2`c2}TQ>ZV{RRWXTekv-Lysz>{i3wImD_ok$CsCL@Lgx|8q
zX{C_BL?<qDSv=(Y0;oHyG)4p^tSd^c<dJu<0Tr(#sY-*ln<WCjLwM{oB-$I94T(;b
zQ1>9mq{>Y<S)~KXfAcC^BGjoTquwvbCrb*^TLMkz!y<N=Yf1>-yhr!On^+;ka%jpq
zt2xh4<KbQBnxJu4Z4Ugdb62^<fF=c0h?<Yt$iaef#&Z?#dL}rzd-x@6o5EA&bxS8a
z?Y{pd>^PU%91^B=J8z}P8#l=`;8!GyyvE(xYD4{b#LvpZSMZ}mepa-7Xs!eiHxLjj
z-04>x(!$RKBR{gh?*=oD<KZi6b*w4j8jzY3Ze)*>QZM79@4eOt2;9%7`ke6^aW1pd
zvTp>H=NUdZmtlA$DK5_Kn5<Wgp6AXvDeU;<etrCU_SEq6`kshIhs8ad?=;qP7jYNQ
zo6p?6hwQ4N9RAqhJ32z4bv6O0cU!vp+x`tP@Ha47@{|3%r)mQQ4)`@<T!eSi-i!ul
z!J`z(OIa+3*}JOi%ELDAjmvT5!eAWP&3J*Pl#?{HUR;Svk%7#k&-=IX94khrNxogD
z35ZIeCxbTYtH|uYiu_KyC6OfelSA!y<&~#lf;^765`sJhdX<+O7mQ$7?6fqKRd2<w
zb);z7Qz5@u(HCxY6jW!Yu$7I=j?)JRlAY5NC?~BOcr3N#hQ8d&VqFu!=>(p@m@ivF
zOTI0xSzhLBD{$2*pdFTaS3oX`W|MR*-n+>!k*pZSzl`~19Miur`-vW%F4w<rZP9)G
z`qg8$S@$Q10y=HWmS0bgK;`<u!NDkP+Zc0~B;cfC<&n+7q@*OO>UMc$Q)1-`)oq(h
z?#^Y>OIyjVNVWajB0^8({n)O}N%zfHtLYTps+#l8&#7WY^LUUw0gK*4lckpA6=s@=
zDohM^D%tbk?;Yg#yvD{GJYPGW_Zn~&X7SSF8`+5XUIi}6D@#h)?v@O^4^J-6nm1XT
z*%c}7*BqkFo)@)TGHXLSz5_BR?t~US8W939q5q}=PsnmVF0B(F`bjrh4ZRC<vM2B~
z68AzOZbT_f>}lD>lKEx^%Bpm_e4>JKm+HN&4YM}~nr51?yV_e{w*=*aIYp`+GiKVi
zdAPsCs&~ucnjn88h`?=_0Zy}@;V=P=t857tudS@?{Cir|Vmx#(mPi!KB1$fShneb|
zBu6osG?j{XYMvh7ckEgo!{^?<ymc4JRp%w&@t}p6-a+YJR-%Ki(!ucwF*%OIaU@0f
z)5yaI0VLix5xCsy7GhjYHk+LV1%0X-)On7gPP?(6c<M}(mvUANc6VZjOJpNG?^#K@
z%C4^1m+j%2Z4|%5l<Dox7e3a@Q(Zbh1*OO2G?bPeoz_pX1cs#n;;bS(b4o~GyPT~k
zSqaa$tUD!}U8xEkiIziyK|E~L)p4`)iuwmUiQ%5!Nj;x)A+7%m=0!6dcsHlAdP$+F
zIfRuGQV$<hq90OJgM*SNy{v5Bh`X#IjN&|JW2rSi`8m71yc~?<oMINvWIRS+$$KCh
z<~xfg(hz!H{cKKkosII8u6iO4xz28tZZ?QR3R3xalvq~Bx3Cs8w(*7bg|KwBPq9US
zjB2xP@9p-4S+RkF<h$~La`n3Q2}?pzK|zXu@HcE$>x|x7`;<zVY#w!#ovXcgnT`6v
zwSBS!*^yddLcO)3nQCN-{rp%yY%sAj(APDaYU}pz?&)F+s&2)4p*FOuZxdl>D$$&V
zDjpA_b}1;fF`{L3(KfCvHTawvqR*DO>fg-v%gU=5!6VXKd*N7@Zgv+}J)iHK&ezl`
zb!KFE9t)I|7=q;kxIpO7csEo#P3Xc?ka!uvw-Hu6!c?6$DRDH8YOhGh;ONx~kyhTV
zR#;w?c~)hqRh*XdD1Np+?cBR5TRo=Z3M6>FJsu(xD}(7AMnu4Rr#6gqdA+)q2Ps!+
znki8>$wIqwc*j!5TwZKij+R^MZZm>Igq}TH_bDRmv|edcw%VjkAg_4Zx7Mmt17+(Z
zgcBYAiX>V3gvDe^VHrw?R}cOPxB#&T4m=4{AOV1<x_E#hb;tYLvu~|A^?bPsU8AwM
z%kdo4bO%G1SSU>bA!Rb*2*VXgcGXvvH49U>??3Q1@|omEWL_09oCq%j+5#-M)AtyC
zJu0EjkQ%9bf?NDrZ6B%w5DRs;HojjZ%GMH|5*UKh7`Pi4?0z=M&|3-XfFNj+4Z{`P
z^0gtq&Y&8^ts|JrA;jhMXf<237R@uei<F@oitPfC%eZ*Xudg>fDPA+jmXk`CMOg-g
zeJc#946%z6NJLgon8@bcL}gLe2O8lw@W!CkEK#DuT~;I}Bl~hQny@5rR1dQnAWdy*
zI++<l`{}h#!FeG_Y*mTQsTA4C`;F0PJ!+*Q3}Q_EwEsaj9fy&$g0G{c3Ti{%B^6J_
z%GLIPvVq*n)RgV@_pH><d{Umbhh6yP`r*4Re}pn8iKj5Csv3&^@+AQZQ3BxHuE|m7
z>mTpCCgO14J+muJij_^92)VqFR3a*eo~c~Kf>A@Y6ZyJqhfDTE4-L8LiRy1K#0}A1
zMSkck{%SLOUS{z8qMk6*2auM8zy`t@wmneu^YcY7Y?2jaWp#|Wm|U(ko+JzbGerlU
zGieD@6o5~MXr^YWg^HeGVFQ1o*>yCLI?%3a&$H2W^oU4OrcaHG{Qfdf93;V4Hm*A)
z*J?IPN@ZJighD1g$98pM*AoC`ZWU*}Sf$0!@9U|=5FpQ!j|}P{PsJ>m#ZJs$PiJIQ
zf8V(|JLgv-u>j>8kNPlKZh87>71YG91o+AWQmocpKul@Y)J?xJ8!6jHFiPGqWvO3$
zNfl|m)#+w9T`DNurgORB0HD^aCLmYqLl%;AfODyKE?Jey0?VZglu}Ib^%p%CI!TpO
z%@K-4$^y%dXr~sUBQaOrg!56h5f-;@{DkNYq9Usnh?2*`VKfY(2$<{ZMd0NkBO8PY
z9^iU>d=$mD3s6rl=z4pyFz})w36c#f63+oqBT;ssR7b4Ohf-2l!b>_^=G<G%qZ+W>
zX3M|D3ROM?<?+lzMIXK5JgI3>pt=&Tzj)ouhVFJw;W@`z-C@8c@4tK~$&ZQ~swH&4
zKerl*o9qJyg-BU&d$}5{*SS^W0^EnD)<-ItL1Qk)ow~9G!whL`%2Ha48coNFMjk8(
zPt`{ZtZq?Qf>-xU`dJ}v48eE(cGscad!igl@%Gq3{gg2Pw6MWt5XU72L|m#bW<%u8
zx}TXd>>FK&Vx{N|yj2xoysBx<W+Nr`TlnA?vRr#h$^E>n^=K&-V;?*Z_{$#xGTRED
znQWFvqGZVDd0y3(j(3*@QEDIQ7^o*C5ko4iEK4hFtYIB&yXbRKzY{~@e$l@@o>w+)
zkdTp-Y$&t6+UZv=ocoO_K(T_2Mjtmod%i#sYzgE_f+1olKx|nf#4S8c^=f9wctFT=
zb|oZ;;Tb!&6QK#iY#${U9X(13J<Hj-9P~^XeslG@t2W6#yDb-o&Z0-*fI*tDu(+6Q
zKSH5w8+XLQLO@xi_;kCdliaTa!i{QNWiCy{5hVMR?NCp`s03nJ@&)J?joI9B+65#f
zyFxV@Xu4{`IoGr$WaVB<f<4M>D48#RA>a;@H}Go|#HP9Y>1=O+JeDUwL@J@C&X8p~
z%4=z5at9x402v!uzg~~hm9ty@!W1a|O*k#9cQZ6X(ay$@q}+Ie!xO23p_GnQ^V0xL
zDKpuMvEI8o1#eX#9T?$F=|R@qpr(M(c_e{i;(M*-GGk+f#9)6vdj(mLta)S7O7}tL
z>&Cc8&R4lIDI{+lU*|p;!9}zy!5WN7jtr#i<(^>q405{mO93>oqTe*lYdi7cslfAP
zW+cpgr4q*VWPsV6q@5$l!``;)yv@jRUSLLA{OvahAGCjk5m5Aq^hN}2pd-N*7UQb8
zJQ;h(;z3@R`}X>r?k6E7q!I9<usia*wy9}hMDTOC=PY4SD1cUJ4lHB7qaLe7fvjl0
zqZg!frNsx{NQn*2_UFkFPZ@PPZ#=sf4>$3Rx{5Mcwe|FgkjcK9yg8AVDv(B<E-#)(
z;@-JZg?afnh(k3sHEDB1H$WprZjdJ^mRzThe&1q_&a<$fm>tG{<+O9cAag-$kfw(^
zjTC+;$`=#n_pzgRnk^kR3h=k(=^>c>tent8gXaiEM&)<$brm#QtL^n}Rm$RW@f(0i
z4wBOG7R8;&d}wop&!w<u#2gYV!7oH5Asv;O6+(!HB3FI<!>VC|9Z5r;u{>nt9-n(6
z<;%fkdsnNw-pn@#^YRF(Du1Og7@Urp+ZaF=@*Xb!nmX<P&gX0tWok|$vew^x*xAvP
zdZ<oJj4r7<PtEczZg-x}8q+1_QT<#MqhPL6@yj+p;i-}(o>DgZ`#C!myzo<vUhmvX
z94Rwct<=Bk&F~KxQ0Rg1shr@%BmnzDrkNDdHRs?Sbk$4qP26vV9!R&@_GXck;c?#5
z1YWwuPXE}zp>9*X({m-M&L>m8@h8G5!y0)YmC!x1qOwphJWd66yl@xfnxXpLdE3QZ
z^Dbc4T18sOpl~6HOU%9Pq~teOW?RTmB$1tp=j2Ntf$5Wo={&Q8L$@YYhO&3(t&beR
zWW%uLP<7RJnm4`5nOwF$n|PN`A=Vp@bHt1uz1IfH@6d};6PU?x|BgDqz~B_1kR5yj
zQ;}8RC2cAyDPQvlR|C`_KKyu?U9C6su#_)~K$X$)eBL(jQjinSsN*X|6#-b_3zNyu
zcu2HPVo?$ZQMzMnt`D@7kDu#<iADNn!~tPI48UY1PB4#BdnBc}u7`-E#!rDC-3~L0
z4-$SeO>!B`el1t24V)4FoQPZ)AMb3IStm-dc#OmsN2n@m@vNanHt3cuO|G6F>m30r
z5o@A<M?GyM42#V+#RkIiB?w5etb`Y!4QOFA%JT)vU=Q3KKjd&PI#(ipM`W9_>m_<b
zk{3@$K?Uv`*0Tu9@!3(844fBK+h@V#U?dOhO}B0xhR$Gojr&H+K*^Eq^<<XHPok;|
zN-q-_4_KLD9Sn#{c2D!AnN6^j&gbl8L4w9JgBmGB7^)PAf_J;dTA|q(4pgY@DwLFA
zgngqhB?hDMs`bah79vDyfQV^R&5T*feIqfJ2GB<vq*Ip)za@85CKn1|!nkj}xssYM
zk!Z##$pDf`LorLtvJuu^b~Z8VaOTzHCsW!H-<?_!2*Bgss}>**uzP4b*)#hQ69&m^
zria2(=;;c#|DO3~9&J34VV3A{qWmsEP&%LGyke$2ALclxXZ{9c>ID<BXsNE&>R8%q
z&NQO#FAO=!8O3f>y#$XcrxSL;8AUt;lhrJJ?$8(FK69YeEGdn0;5O$IXCcT>BRvJL
z7G~QNlA8c{^LNRBrJhvV7f(QDh#z0R$}ARtcLN1{s6jn71g(6JfF2~?vOEMhFHxyn
znZ5e6jEAG-o=&2MpzEhG-hl5E#$+OHoG=tg-_~^fN_k0NHG73(v~SBqxg@$DQEuu2
z2l3GKi)P+-+4AD*6r3iM`s_uJ3rCablId#*T7C;TW?!0?BuP5J<8Uyi5VXErk4lv%
zh6WfhoyWYI*A^8GNDNS^i;IcbYHz1Rl6<@0ybBydX_u0r7}SF2MEP-73vHaVC?iHL
ze7b3;dlI<2!mGS1YHV_KR4kVv)Tf=yWm>Vc6DMX$0Sms|X-#Fp?eOE6E{=SEX~zM{
z0OF$kMw&rrZ5>}PA9<)E;(qtxYgzM#d%1cpg%wu(rW;jiYHHE^h*0odSf21XhDQ2k
z(@3qDz2aefWYDk93&s|2Y&GtCf7RhM#TMjWow{94C{c2=%?So{X^QO{&d?<aUy2qP
z`$>d|<s_0f-41csrIf)=$eKtDJKvs8q;A%nSFQM?HWXyIjnwPYTAa^Tbk%F^sB+Mf
z)SL`<3kbj@EIDi00B;WP)I*b?R^d^C;LMn&N#Y2ABeZZLv5Z6U#*U%r0p4aVT=xD1
zF8z>GkFK`=dlahQkv=oU1ciC2p`ur)HAi0?kg3d3HF|7esvTi9nhAo$mJU<I9X>Nf
zGIw;v!U=6|s72W>$#RZFC_ql4y1L^|-D)Hvx^Mg$u=|TVDnNvaq|u4VH$hX9x4QEE
zgbP`e_<Yf&Qz?~i(|#r5O+_|EzJQ;)54S{o)6W{19pCqbv;l(Y=QmV;Dk20nW`aA`
zB2iY7YjT{g<_RoDMbXMpGtoRxrk6wmQ9Z@9u<Tad{=JK9+OW4hFmw;AFnyx^jZ!Ir
zw($0TBIR6`oU!@@*88+#XFZv*cKw*V2H6*MHro?;mqK7;s%~zN41?GPVUlE_6a5i)
z*m;N7%h<86r&P7>oSsjP&m&|qS(Zu*q?sX6(otes14Rw>B6Um7btZi0U~$usIWXNr
zKUVvccd0ypmtI@X=&s3)z#dXoWb)=$0n%$$&lECy_XV&~QEMce{jsx9Z3~<y$JP+d
z5t6?Uh2xvjsk1wJ247B=$GdHuCo*Mprj)EhTqv+CWUH7Y#dFn1O)@s2LsoqCOCW@?
zOpgC3PdJ<y`Grv1^HwSQ(jkR_n|u9G6mJ99Z4b%25`4qsM(SCbpv`uuAPMeA{JcxX
zC<eXmK^=sg5L{QZTBq}S2qi$hw>>malpX1ZGs$#HdR4^QwBL)4jz-v~=lD?$!qP&&
zvYqG+8L;WP3rBRQ9u|L@ShUXEdI&RBH=ulqu{bI(#1il7WwGp>k-tv_#wszC!N4yB
zUKlZEQQc8Ao;f)fPS?pM<{866L|qK;GIW^r{k%Xt{*?8L#X`l8gER||yPdpn+8xm{
zyPeBem_hKRnw{tDLMvv9V)(U!$I<c{L)P$?w@p%<hQ}_C-{{P_BJ*W}EQHxK>g4-a
zNZBZ5Mz+72E*3F4euzue`Np8MSt$27oh;}v0DLX!2?>2)@7Ht#e@PnG6D-9(6?QH@
zT@Tc;7}k~4`6~9FbF(oinDPoEDFX4y@ulG-pDHfHzIZ(lr~{1$N?434MNbP*`1?3z
zj0c!kFA4gE#US8>-=N5F<u;;q4kGY8;HS`v>2T5J72^7xmE6-rsd|gG*b|;)@sy0$
zBUExfBE{GTBm;ZAF;b+_-g!j|qRMf2JlGz(c89D~d$CWBxnyJ(J4k~}go>xcZ(*`z
z@Yd%zHHUh3!pczkka=W0SJBRm*gM3tts9sS>L9@j=e!2?|6rWn7ebX&*VME$x;7LN
z7^3r6J_OG}M(kcPg;cP;Kd>xh!2<HUaH(7j$F#BO6AE*TC~V{i^$1VMdWg9`rDL?6
z$9bH0omS^><`zLJgcY95;?BhPWrA<@se#AI_A-3nv3ke^<a^mp78?rRn)FnSL>>kX
zH5Jc{avm$>%RDd~9B90KYuoq|phuZcR&ZNjP#LyKemzqIZw5&fO)GIYmYP3adbI0#
zzmCyEyQ&yilX+36RD!3laf&j%xT?cy)*Im($co}e+Ig^(MS5P8EIjqumsPv=%y4{9
zT|}F}pU{|x)Q!8SX#<eWwPC1>vKs3hsq<DqY<{qYJ7&H$CWKaE+QsE`Y1%8#4JL(%
z-LbT^6s!*3Uh53-3S+z5jo(_x%n8!TDwn7aHb_Z(nST_l>Q+4Yo7SsQx;LCJwh<wW
z@jNiQxrbinT-DBki9tKYaIW)`vZEYyJivZ5<Z$|a3Z4l6{n&;@#Q1#e$0W})HIFPj
zAY-!_kjZAJ=g%Kq<7)eZ#i8_4vvC^lW&;En{(Dr?zw?61g8W0Fgg?<_xP4=zkeiHV
z=hvz>>o<Rx$&Z@3bfO9P3h;s=`*^N2nE6A%^~8L^5SSX(sn+hO`J}rlj*s7Y>e?Pu
zBUeqy4luIs%en?w{ISbh6b~3kMgdIn?5McgD@d2J$19~*nDIngxr*?CqAku~TnVkt
z=3E1Nkgnv3g4;+{H~@ovRVG$6!~d7n07<+ftPuI@|5v`6zg_CgEPwlInEoqY4fB7)
zSHn*K^)Ht?!&iEG=zluZ@&B)!>a2f!MgONxb?ARO)$#w6Q+)~;4hRUSC+A+q3gHtH
zIV>i<ZnqC$=l*f<F$f<|!UqK(6ns$dLBR(F9~690@Ik=`1s@cAQ1C&)2L&G#d{FQ~
z!3PB&6ns$dLBR(F9~690@Ik=`1s@cAQ1C&)2L&G#d{FQ~!3PB&6ns$dLBR(F9~690
z@Ik=`1s@cAQ1C&)2L&G#d{FQ~!3PB&6ns$dLBR(F9~690@Ik=`1s@cAQ1C&)2L&G#
zd{FQ~!3PEZKce6r6qIZM2>8E>EAuB<%)fE~u(Gl-{2f^4PZa(?#s5sz!b1Pw2rR=u
z&jN`2|L<fij4c1%z%qXV+x$NbEVI5Cl`)7GD93OJi0#d;aQEDm++5tp!qBuwV20h@
zp`xXV-1iu5F+c86(xuV$YK(->=K}-`0tSir-#K{Ug*vVO=Or~Zo9|o(ImrL0WNQ-4
zi<^%{W}~YfUiF{#Kaj>qED`rk&JP|8-jv+V`F}#deQJW&_{TYl&>j|kf=~e!eLXUZ
zgQOhFc6-A}+;#O)ud5u^|7dc}8Auz)*01UOBY#5yeLWS=)7KpXC(%42nIVVkZb_)U
zP(Tdfvx-^tfAlaBq#RN@iz}5wjI`qEfd>$B5NA_V^ofKZerL$Q-~H}%+2L>^lh^yL
zXQI{gANP_as-eVZk0BSsB1W9SFO4SdZG9LT?=K7OC=h+ydy*V%JyLbScC*a#KAQOx
zQ&6YF{dT3%Vv*(_gF6C-3^MFXrBX!<7e`Re!*Ud>5q+x`{l0>eJ{pCF^W#XYXV1*6
zg^R0%)n=m|5Qr=@(`k|L?-|Mw(N*d`TWv-GXSH4v^C{r5zmE-%E)dmjkq|n)8rgk5
zA951+dKpV)3XS4ol9|Z)et*vGdbu^7FB;udN%qfSSf#D;dX<4B{&c?CmCY>Xx%Wg=
z8}mJEO?j^#*KO52S_Sunr2J+3R_*%5Rl9nmO^J$wk#IMQ$Mfms@dkrVyS?Eb^Iw7_
z20{#$#r-{L!2RJ;@7yg8_eZW6<IAta!Ta^t(Wn>KCla)HmvUqrH!q0(+uM^xoB!jm
z0HRn)pzbje{uvSvbOSB7m#K2)a!!_P^2tbX?d1_8QFT%kN;j{ffV<b{dpsVGhyOe|
zF<@eV&dB5acpj=0;t7nUif+eClyTeBD)o>zh{n4TbJ>f>f9!pX^>DFnB|;d^zwYK@
zVa1{15O{uEebWEOL<1hGlg0OdZi(nM(Y+C(3!(k-5)V)%?M8LHtA`)wVgQr?L(@K(
z7~J*!-db2xv+KNK^Pk;m(!%e0CIgnoqvE#TkL4TUlzVh9zeS237ahI7PE<~Rj`G0b
z=4~nGyuO^1f~fqp<gETo^!Frh>3~pi1I9Ul-1X)_3ec7FAyF<CJQ^Jxvs;w)*poOe
zVyJkSguSujC|C&>%Ypate>@?&tKbV4?<XTfc)y1Z=~&idFLFn`1?e}%Z%@`^C(90N
zL(?LL)+Hp!95BxQmqx#k0V9K)D3v>k@~CIMkBFReIu17Bb-w;RIGD&&ID%6He+vt8
z^eLSFV4IV_;SB<F97Jqj_`4ts+)?yudzIra27L*D*BQX9VE-=A2VR%+cxaOTOBCsf
z@wveAe-ZqvAV-zY1r@Ke66G%m^U)N1zK>A>Jc%FAiVu+Q2SI>A_>e0gU?0*Ju&jKn
zL6C?aD>Fa^`A`x*l!Sk2q901ahm!EGUCW1(09YUYcTf^APohjFvpT$9p8)oPY`}i{
zdVlm{Q~3?ypT;Q5=I*CkUV_WVn?nRVo_0WzG{8|b9&abW1_ZF(&}z2WKK(v27>vRJ
z7#zBNL7$x$Y`i<KFKz|_IU*A9*qx5&02fqi{;)q;s07%tPLHFi0V!*!5WGqL-q7nl
zgU122weA9}Fh^14D%GUeUagz}6O<buHn`UM6(H>t;EqLhj0_I-O`D7GP=D>N=V10&
z-_dY}ecQnjRdVe&W6xUvEj*6W)OhLh90XK1i}R<89*@`K>8ux<UGICt@c_fq0gq9K
zdE*RG{y&WpSYUBLk7NDr!^eQcX>J6R)x!JxB^PZ()zW8I+~t5FIz%Yul+IuS+{5u`
zCh`mG`9?>2lK6Cig|a)b!@`JZ_}^wi-!pX8u9ri2LK{93Xzg~_*zizInY}nd6*M<F
z^L3XOQx|M@d*XGwgR#_bfT^g<i@TZ3EVWoB``}SL9bnli;9+E-`cJKE(!lR}{9}Ef
z;;>)-S9Qeb_DZoZ;qA1Eqv3eRQ2--h5$CnDGS8Pf9`(*DE?gdul#=0)Inj+D>QtZq
zllf*H<Rtk$fKS_R#8W75ccbGwz*=)_r2L~vOz5<Ov-4fzk1a;iZ7;D>Gl$s3{v`Hk
z=-!BgZ(&6Cf9WC_m^^l<9~#a{oxx3<Ql}8B3g+XMNZQV1m*9Q&yYb<7=l2K7^|_I&
z-NBnQ<*fP{qGnu*G!F%35Muv@5l*fDWN@RY@p}AYa6<+c_kS_rydI9ag=_tBy7c@_
znMynkmm<M&<Y0E+ZI$xEf`t2eNz-HR@hA<p?w@8hWHCrX66iPxsQ*FRS4TzlzWWlx
zNDN&=NOun1-QAr-cZrk;4Bg$KfP^%H5|R#`B8}3Gf;57n-mTxe&iUQ7?z-#Tb<Xb}
zV3<97_Pq1%=Y2l$yic^2f4%pNmSR0`>-R4csak<dQWpo82AynU#6-NE*Q3spkIpk#
z53U=MN8?nu{)K_81sF)Pgvk0;t=(9LSLqJRp)K~jyk?%Y4pzbSzkPyd8AVu%zN<#;
zZn>sUjf?)DBeHz|>pAtPI(dcYMQ8FLvhh$=%VT`I={HL_KW9ygm(&H)h$biJ`{?+9
z0P<frsZw1!vF5k72Gn1!Yah>Lq~3m6T)y@W9N$U1TAo)yV_Kp$<5alk{SP__6)gsh
zJ+eY>kt6jA`Ce(nEj@?k%eMX6(_Mu7-rc{BX$jg!%jWa&HIk9Eb^rU3q%<qs%(#Cg
zlIO8K(BMC(8sl$s!dI^yeyjcmp%fw8+23>(^ZZ}#)Bk+#Kd1V?T-1LuT9^d+B)1Q^
zW1_PDFRH>{rQnZzAPj^3XJ=vI|J!c$fJ*RR?<_1R0{ah5K}1yKzt~y$zu5Bq|Ja@W
zxF@igNyTsfZmF@P;p9A7aQz}zg(vVNH!wiu1;vSM6d_Yb2Sp_MBuW&;BxDdJ3gPj3
z(cHb^4e*2e!{0wBGrxWLh2jho;Iw(%W3upb{qnVQ%u7{#{4`$4-m|kwx7DtLJjP8-
zQMA;E|NgIR98kd5)s-59YM|A^aY^8M@Yi!CMAOgj*E`0(bRB+s<G@p?cYA-{PL>0W
z0K;F8x{W=>vs$a@=A(O4!efD_46vu)uc(zDJUe**yf652|6yMyK?l&wQvc187}_2o
zf(mHbDG}IspMC~}-2^{@S6<yT@IpyK{MH(|K71O<+u0^2knLuLThk-ZI3pUtP=iG~
zT?#8hfj&pK(^O%ebqKq5>yeOP8T>|Je-gEJBkadX-)&Ab3Z&TZ<Z-HOup&x%1P@)x
zF-29jI<ovovnWjD$0W?QB`;6KdE9Gqx_@PBSAP!!^{{+W09F7>3S;jE8kZe~)^)}I
zJa(2bC@?mwVk}0?nWPH%h)ajHchl?AKyT-CWQ4{6!GISo=?`>`Ft9fVbtD&bGWR|d
z^Q#bIVlCFXKZO+cMglK9KkwSZMex7x@4mC;Qm5Da%(73099R8{W~7waEa3AU+YhWg
zGIE+L0veY@w_uTzq~`a@@TY{^TI+GPB>Xu*-FXvO-MoMf7dt!dr|Ui6PB(OxatGFc
z*!@h@mmw~8eUNbU0h(hG0?TCpC7(YbhQVwe#BeS!HGsJ?h?HjmJ8g-?TX}wbT_E;|
zg(XJd$6DaV8?UvHxhgHV<GXSA>64pdHP%V$dUd@~?w5IpEVPg9-p|K@m3y)*FPp`p
z-D|BcJUlUC!w-a=AnOYa0-EH}_w}41aex(kujg}m2J!-d{vf?cw+smk3Y=zqAQl$~
zL%n<TmHo(!{Pq^>N#woHOF7qF66ONvEwC^r_QpaeX6wyb72@#DuYu)t6U8NiVgooF
zXs^YPgYlzwU1{jdXzZp4*&l~b8ylA5_r6#R9qY0;WQ<ZaIfXX2UVCXDb2nM`oZ=Sf
zZ5ICRoVkipD#V{9lA%g||L3=jIK<F8(Dz}K$&%rk@Yf_u2GvpEhjJx)^cOG&g1f>5
zglFXb`{x_wN;ps8L5uZfK+8%hQ6D-~zpj9jTcHQ@BEH*-hw&_b27bAjzTGxVbTyj}
zeHw?Hhsm5q#EaU7g3=C?*Xk_^pEdvSLLGU|ypNotA%pU1;-Kp<px2>6@a||vF1LmL
zO05xR0O)!e%;z@G#_q6at0askq$tBb+vl;;qMSlWFXl2smvV@V!SVdmwwEXE<W`Z6
z?2qmR7Ifv#!qCepk><U<iM+eS8YX5a26>wrOTA*I$fpcR;7e<?>RMh)cW}FXLs<W-
zV@=tMK7xsy-_S3qJMQhJj>={Yoo*<&O*HqKEpq6DzF;_osx{OUV?G>comjk)<gmFj
zl4jCq89ZB|Rv)-+v`t&6d-=JpN&abcQZoTIphaQ2>SD3>Z>6J1j?Jc~)7zX}gI^sI
zGb1Wfdga0U8>#W%h!#o4`hlblmm+ArJ2=_yaHec?4rnFBXFn{<d-l1_^OJ0v#WLi%
z502)fLi*8qPgkstqDa_%kV|e5DfLUscCUvJtY38KHiY&DY8M89dZQH2E!d)k`M`*|
zYMp^)LB!&`gayiJw9gkn^gENe$bS`j=V$neS5;;Yi<qU}vNLm?a6mGak@=r-JL@wg
zED}STiTTKHIupTt{vb>$8sag@4c0c3`Rs6PsVcvtFOQnVhR#*8t(slH&Jc=CCrfV8
z=7A+9V^<sg7=#@GOsVDV<*_VQ1!G-i#LNV5pQe7~OZ4X^9bG`u%RrGoI(V46FZf}}
zZK3u&hyNXY*>qFbHRt%?`b{pcaQuk^e}%_KLt7(dP|F>qUgkQ}18{6h{I`5}G(-M@
z>`(39_y_$3y43ezPBeBV*Iy_LKwgNkUZw1CJ49}yTNQS;`3{JgTNGr)HL`{3!dx8>
z-yGZNqb1OzxLj$IOw~mDzSHn&38^*$`U{rw21sEp`c+S|Tw~4=)aIdj5X|svVOCUY
zm(=nQ$rwPP!Lc=mB$>Mmrp)&&nw68>?9tD2>idKC+|J-!_!OpTXM@AYTpc|=aduVG
zPn?C9=iR)%$JR%fgM@6-=qi|rLCMQItTK04#cH8Q{i$aNr4ND*Rz5TbhN%~TF4+PG
z@=(nJ$S`nEvv&jS&aULADJZu%A(Km@B7U6Re(?yihBEN@xizwo)zP+vfNYgRQWzXN
zv#G3_pY)>V9Go@E4K>AbfI`u-^QFslH6!UC!&Exlml_$BlTkQtwWMV)<PcwKjq2tT
zn?Pgm({ej`8!t6d&jdf<2EpTgfh(LPJS|tqVi+S4^ELK4I|M?U$el3~cFsD<3m#@Z
zjzkc~$|Tq}%tDuu=141}Sg>vD3Crv;gnD~t4~-GHKVm)H=U>V_D>H5|=YpH^A^Yzc
z?FmeT`I@2mDv#OVDN79&BFM0Gf!7L-K=2)U5>lR*fM9GYCzZjs+->a!KGt!2AUy*F
zf<`@w6_N0L6utk6vMxP(5`>ftIb1x|Ndgrh>>x%eHXKJekdnO7SDV3%LB>Hf$t7>(
zQL19HxxmJV@Xxr`Mz7Trk`S)ir96Q#m3Qj-4=HObGTxJbW5sf;n_28MGR<eW?BR6L
zhc5l*9!{gl@;YBj-3gmWb<yT1sn8#etLaLhQ*~Phkr4o2odwOZyj*JBxI95+KRzG~
zhckc|Ux>S_R%M_hlkk1`2;5CMg>*}0Q39-9+0NtgbYy;_Bo4|>W~FK`QDcs9HPR7q
z2peJBJDs3kN~LwxR-vTm13}p}Ok=WS<UEnASWm~$;}M9ME-GP<2>CJ9^wLcs2p+ku
z#&`0=<)aQ}^Vlw6NW6*52Oghs)Y9>7TR4cOmC88Sj+G`_99fqj`;*D5NFxR-Cq-=%
z7LIUQm_tTP`11KPxE--!GREu$vijfZntHJ*Os@~$Nd_>#<_q)%SMjeo^?kwI#Yb!l
zz}yAo)d}{gyt`3-0qB)BSOw+!0X2mrYfF7(JZ5Uut5hewBJjwvF#b-yS3FfoO?4<}
z2e!d_$ZY$(cyGt9z-^lylf;S0_-O`Y5(i>yXNf&z2AM>)3ATNic1E;L_XMTkh#|(#
z3kCgAl1gqZy=F`h^CHkclQIzz?(#8WiS&>#esr#uh=YYr5r5@}E=1nobanO%L3D<?
zqN=7L*U#L!en`v=8Ank~hCDX9ec7`-xtzD9T9dNq8DgPz>iNdLyidmQBdM?g*@=k;
z+R47n5}=7t;E~Ly7sfl#S8&@^|A|LYz=CUf6cYr2kjv3ANUfXR0?nt{h!b9wvPGYw
z18cM-li-9rTQ9R=ltZ#)FirJ{XT6+Meyhc~m8{zi3HB3bHKd}!dH870XqyuMS(Y|u
zwfF21%sNCNANz)}HzyyO*#vuL<fmZ=in9~O8kn4qwp%0*VXDzJaK-JSA`9xly})0H
z4Qwbz_Ggx<aJ^#+d2LLx>AWwP*{YQP(zIlItgR^qx277dXu-DWsItk<pi2$L8xyd0
zYB;~ABum){DW{YdDksO=fpZ$k&*whCJB@X$jJ#tCeUmpg%3a~Z-hN99T}dJvzEomC
z9JLQph>C2W1jsLvASbmv?KoZ1M<V^JO?ZhM>swU8!fL#tXnUxLdp;l4s5{QA(g=Ei
zq5i9hIT1a!-{_(YQjBmT<sc~P&Zi*yq6fk6G10T)H`lB>UZF^9+U)8d*I0(6P4^$&
z-mYE5%DOt+(!5`&F^Eg{#UA@~DQdkCVNXh`(43IA;I>##aj>q5JlB3s2o7^vTc)@z
zD4`TN2A0&16r$6Jb4oO;N|LLzA~~e)t7TCh>hPckKb@XS1%R~!?VUIML+`zU6-p&x
zFu{o=P@=~e%0R#G_M1XQ@bs^0YTyDmM=3-f()L-b6R@#DxQN=~+(~Z9X^3pNlVGsS
zl{wxXQS|C2y8k%QJq&iGDvtC+Mh`0S!;l#&kI6WkInH!O&S>O=FUyZdzCenljCssx
z2qM(R$9^}gi)NWnUcq=`5QL-qQxE1`F~a00B!XgsvC0I$R}1*K77MkD>0ru|+!tfd
z!qC`dFd{z<M#FM+D8DJoqU#6?%@T%*{Q(i_ktm9K(nli5f?o@SJ|JpTmHvOrFE$w3
z{qOmEzkl8#hy(LXhV$FRzvZp|ji2JbacYEqBEXq_$*Z!)tiV56?zGTow=wO!M1Jha
zYutGIoaZ<YC!znYE-=qiM#g(?<*w-cL+K~2FsqG@%ZNVSJ}yn~^(02!w}b>gs*+I=
znt{BQT|d;`PyM!eVYFovH}->8@;>Ztt>fn=>y&X^;DBFO!jGBmox?ZH`g^oO)(au`
z)?|KmOV_a{ipSO5i>tlgU?j5AuewA&)_V%TPjjfg$#31~sBnqJ1}C+b@H&x0L%;p%
zqp(%n0x~5|<9gAMt3y>O8$|g{`a?q7@HzO;Uj`!ENM=(3|E(9VF57)3I*AOw)KVi_
z5+nG0SgNKB`%ZUL!rd-nazBkoiL^tzzO7ADU0?rfEcz-Fq=-C%tlAyZI0!%NC^tUW
zxf)><*%tpI(lUAU^?6a4x4z}439Y^k{~iLS)u+R9A<tX4JbXj<FH)W)?@a}K@sLPz
zFOm$t0DwWS@6PaOgFxPC#ipz(bq4RdCMlY<k}Z|0Do~e?QL3z&d_Polu9S%4cDg67
zNjRKjRlbdtcfGCcQ<~+%$5WY8%p5ygm)-TBygT9IFB1_NgsvJ3u|M;|*F(6!mrbdb
zO1K^Qe!l(|ywR}bYO+QsLn{$Jp;_L1-tU+Zz-PucU!dRn^cy{uN)?K9B|Hd6F#cfU
zYsVHmmhBeEEb9SMb8kEc$SbIXckka-KozxAPR)9E(BPe(7Mtiwaa!ul-EK=m%8Y?a
z6mK6*lyNe@Tr?6xb0kHz-&Cw}oKLvUGI?&7()to!gvoC=8YnJRj;FV6@ld1!<Y%|p
z0g)@!$7XxYGjsRl=F3sY<~`#TUO_ST?FLkI8dg$uT%B`4Q#FNMp+=v=8(`xh9e_WE
zE1YMp5J2FeVLLR9^Za_f<!Cd<x)sm2{nJ&{d=~AY<TZ+o-h}fA`w#E6pVH3q(%oO1
zOB_t*i>2(4<5?*3{L%26q9@BtgdM>La-Xn%SO<5P{4Ae(`|D9!L{5l<KU>qhH|Gd$
z4YrJ$90AI=;}wDW3dn<5_3*=2T@aNbmUjQ|bWb*X1{-G#xzf&9_g(W%M|srvS)*h2
zQ&djYgO4dY_#Wy?vArqjXxi(LGOYbVf{S@ZQ1<K03MD@5%vId!Jwoz84MG5{6YtT`
zhWiVW69iz{@@Hf6u^HP99XOowv8zPPRUp4nQwX)QtN!>ElCs@8Tkx0JgplHV-<KP<
zS*o{(`D;djx`<cNUhr8JDVn`HV37$3P~JC5qj-iELZT5DSQF<N?>*EL8e@33o90tu
z6-C3`WG_nSx`6tL$yUtmBZoZ8oO?ayPxbnb{U<;7srAgBC$+IuWCL{Vv;4@2frVPN
zh$5f-&R@x1M}zR4mSnjK7QUhkEHc3t2ML15QodF<iqh>5JKY|A#!xBsV6+7;)*M&T
z+B>?<{|TBvw2zstc_+}S_~-8_TD{6!ju^z!anImK2r<c^>ikvlUHsihgD7EV-Pf1J
zZ8ulnpXM!{bPaAqavxwa)-Y8hJLfnyyvp^fAb5e9+Yd$U(s&JaCHP5%U4EA5xm411
zaVUy!kRYQJl1bh$ruv$lMe^xU8&j9Igsj5RR%2wqa8d^L@rvT;!Hklfa1@CmKqaWj
zt#;peulqDl5ngV$zF6gNkI3ep9Cn0IFP5rz(ChfCo2v!W_h#N4G-4UNkfD(_XBJPI
zN3nDpeHFP$!TQ1EU1QC;&OaZu*fl=^GD+$1YI%HWevwU&lk=hm1SC;e8WjnA&6uD_
z{rDumz2bJ7U(ychr;YE62U>_JqZ8F^F4?h3z5RnH6Enqv_E{d*xUVrM#_D&JDwdml
zr4heuI<DTN4rT}*ONu0U@<=kzT$*{TbMte<kHo}4+CHzq6+29RH3=84^W9`7o#)b8
zD62ri=l&9ntafB@g)bCFGmXEZKQ%xZMgHUpG>2JSn6&h@5N5-@XO{z!u|m&sxpQl4
z6MDh}%uv3&N>_JnmEk>`hyTR9VppNvpdRkapzKN(E}jN6?qIae7YAM!4~~vbF+o9F
zZJ69Kh{tZR_1UGm7ZhIfkJa90%ILjqDfIV*D3q7JKOSIGyJh^wSx)9XQ?rNbqAefg
zY`vZ0BU)}&2sJRnGgDNYrcc&pZn}zmoe(+rib?FqFuYW*&*vHl-h7(ILp>VyV}tzy
zPLmOcohCPdw}nxC;aJ?%c-O~5hZPbbc^}ic9c4{ll*nVMNYncS=ny~a_*}8#odfAp
z#m#Mj{bagR;SpmQft6VMfW~2e?yO;`vn|u(Fi4cLd+*)mi+-cYTx~|TOn|;neo1t#
zM05VBuo9*2Fpmz9Z!%26AD63S<}sMAQTtu%Lil%gsgxUpv1_nvSdf=(ye|`W;kJGx
zcJyqckw5}B&iuQdmUk~~#*<jApiYE#sDD0-pgF7|9nGqWB>E%e19KYFPM2Z%YGjJG
z=SCUWfYGyt9>KVE%ZmAFcyR4(%K3{F6)tqxUfL5I&YNLk2_Xgof+IdEpU-#a(D{%p
z#G3(EK|d3jyiH#s%RG6;MRf=@{*CC40wtHGwVrH#l$c`(Qwsx%0oPQgkxt9LSLju0
z-G{2#+C_}qifXMvsx5S0e$p#a{v5vMpqwuC*q7u(Ps$`oKvaF}pFc=EhWDa<+#<V}
z9e^rGQ4a(+6#7#5Z)t>l{sOp&?+F;6Mb22Qe}M__xad@twyI-?M7w#oqA$JB0X5IG
z;p3{0-^o3|@+3j45mGS?yn}Gg37wha;42?^NJ_XasFC2A1<kLsKCozGojU@;1B5Xh
zx*fZtMbi8YfyG#cGuFyMPtf4s@bm+whUhPTn9%4WGl++w0^%Fuaag;qK~vVy^ACsc
z-0~_03Q@`YIC~Or7#TAeESVezji3MA$k*IMsB-Uw&dL`VdaqXOht@EB^5*NH-+e9t
z2id{ZudN&+>#4}lO@{!2l$fnKtKCAWC&KLUfU{cZ^EK(4T$>@L^#@M#po2nk>6DGD
z>~zYnMCW)GS3lpcyhIp!Cf+4Z<vXCcY|ap7Hkc6^SGkM&Zsi7;UbVWHZfzbFx$JX3
zKQCE(dlt#4n@a$Td;=5Z7blLNzx>LUq!cbG$a-BHltw9asA4T>XO|JVYy_e1tZb@R
z?7;`~aV#21Qk$3W*E?QJ`l~qQv^+a6fF{=-7z~jA{!-^2kQaFlUcs{V763E4!vj+g
zHCtNdW~QF~0qfUB5n6pM#ve&2KH`}4o%Ui)-Q*`fZ!8^IUsJ+of5=Dl`aL%eoy<v3
z3_%8^Rc>U5?~V;;c*ot(aJXM(FR@-_W(tw!_N!N86SuJ9HVYC4djBdY)O}WnZGyzj
zSgiNGGWZY(2K)e``{hUzNyf<8@K7{*#2KtDjy{)5?Xi7HS<WA}V|!%zfveMT`nt*z
zLtatp69Zw{2t0u>o94R@=Xnt4^los0X!<Kj%F(x{56Z(2<X+qNyf+OLufP+=1ebTw
zqZ<r7F{Y<2F9;tRy*m3<^f(bo8P(=KAKlX3T+M@A%5SpjGOkq5(PYOom^h`o?NoH3
zcSJF<*({wD>nVaL*pknfOlYL<;HDgW&3D}REj#=REB?%ZzMf!08NJmt&0q?m&_BEl
zOgc$A+4?Sk)7K>Q#zq4bhuq~t;P<1&vu7)v%+r=V2Mm42J8Qxng4)-<?u3i|!M9L6
zNo2nu)8?)TSob`mwOwBAXg4sXJ6&0k^0zamDj_jsPO?4e1dKx;nh6<CnVb01uoT<(
zQ8`xq;&VYr*|UaRzDUho@@+HooJK_W2G)BynOlJRZowgc1X7nk>k5?leni1rn0tfR
zwGA&8c%)m-Lcr2D#$1l`eqYS}GWM?~k{t|EPehd2;N6Pr#yMZ|<Co&k{DB#WVnVu_
z33sdz@!VD-%FOtE<_EvtCDyoWld7b(KmPXtpZ^AA_%C2Fgnml@fW(qcO8x8hX`AE5
z`#8rRX>jT8N3DiBxm2fsa^na=)csh@_T0u*3H*8Wj$inxG&O+n*cLD?#RJ86U$$8F
z`fr8SJmV5s2Zm`JiUw41{K)fr#JBt}hl---eLi}$^AJ^~)R1u#Vp&`LJ|z$sQ~i_(
z0iT*@(tls8E`&DSUm5a!HRzx7|9`zm{lz(uIq{@8bxozpN)z~ir->GRd^-gS7J>jh
zN`uyh<W}7=cM6C1W-rfXy({o^5uok7Ry%&(miL=*bQ-~)@YwW1j4eqHNxozBMP6H*
zi-#z))V=OEiVTpxX10WZrGqaV-ncFNIy+xzhASA`<;n~_0g5hw%*ORuWoRNaYRdC#
za{!R7yD!$S^o9Sv8zIN&)h~d4kn=AQfBdo4S;uRQv~K}WWxUqA*|$@|{csT5-!fCc
z9ptPB<#gW{$iN{ZX|!qXqL219^LVTP1H|0P`9jZ=Z;lhWl^zs;6h;lRMbYN>-5y+N
zbsiy=&M5@gV&{!h0U@)(hd%}f-o%-wU{5-U_5*qV&}aP|;P7f!TO2h$wRwK~x>naj
z&SMGi?*jlAJCaN>K+RV~LdI)N?IsFH89#1Lv=o9kn;gmfgunX=+!K0dTWmiEw2txl
zbh-y)TzTQskV%fPpVv!rM#&>f97eTg1*#FiiK9Y(U-16+0~DVu7A+!tTB#60JyHE&
z;QjjUiu&XfDx~9@I)N3C(YNa5Abr{HsO6?=4yTEASAb_lFU-d5gYRO>5=m?{U{5F>
z?KdCwC0g%%ba0T?B%a2bqmo8bg7p?qeHLHpMe$Gyxy`qGZ)n=Z)H@#;)tmBtB~1{P
zG{_pNP)r7ya`-+|eX8hp{dr+BJ465dGpReb)?u#+lUyG_y4m7^ib|Ume&do$f@WQs
z<O=^P(7FVWA0LQ~$A3brNSL|pY5CrBD)fQZzi-oiV`luiw)y=gp8&bVnd3_Y@YYQ>
zPp=pHzSs4=^*_pt{v&-*wQ4yGlqa8`{`z{_=DqPO#pkUi9whkz5jgsa^D}I>GX}-Z
zSOEcr$^tWu+?cE?`H27q{RUudIeU>N9rEL(omDeG!h4x}P~UDMvnBUyf1F00=_iWu
zJM7H*DOHsj@<#2^vXFF-)eb&Rk-0Fw;EUZtA@|7eR;MX29yRpCjbSg1WDo&(F=!4q
zUX$$CN_X&O`+7){R17sa<uS*kgHn*uu(N?$@nkwc_p1{#^aB<YfrOcQC(qGzdaeht
z{Z>widaT;U4uq8oCJceTeS;r{a(0{`x&?w?iCzhmYyP@XoRAR#hn>7x+Wgdao79JC
zze#QrnxT%igNaKc5s>_yxA&Hz-dPcsQt<ZXlXu^buM#Yns61{kYrA48xNGCqK-?n@
zNa)@;X&ZfS@71h^VtyIYV_Xb&mcgjP!1XR$$q5&A5NU=}9WiESDay3;+I7xHhG+E5
zcj#bM{PAZJp+5$h#_W32SCIlG-FZ@l^o*LHodBg1bFe7RYUg*G2fM6e{o%&%U*C-C
zj4S&oVBJYR%fdQ)n0D#S;)(Nh`VeX_Yd|S7$u7dw!$yyi<Sel#cYhGG2}VZt0J@a9
zmLZXtfmw}yC2&P;9xItziRdj`X+-ILA=e!Ha4{^t=&@>Uvld10BN}HueKp?Fl<xhy
zfRm4kl;<lZoKIu3l=^@vXP>(4dmH-u=QmgD&9O{-cWaLTeGX5qe$&3NpTNO-n;tln
zKwTOdft`7mQdRt$Ne_K{$RyO_jav+iOHNL-=wmk-2?QoynH(YRh(my$rJbP$DN{-!
ztLTGrq35kkvgE*wI_{^W_*0l4fQL6W`_sdQ!j63z;F7T20bq@ltB?d^b2b2QBu(b`
zrOZY%e4tDr?$;LWuPyK2H{J;aV)HXYz&};l^w_~pmY@MP)?;d!Fv*<c=_?0=Q3T?M
z0TO}uAUQ{;gu?ej{aqDGQ=L&A*%!*hXMFbHXJf<flo0b23H;>}%7gR7Fj$#>d6p1l
z@+{+csfkv?3UFchx?XIZ@54h?m$q7%4-~F6RL<@tPP-Mzx2&QSS}zS#8LLu>z6|vz
zk#VCDPcmwuDn?{sm6L#TIZzyuoI4R5j;f|bg{D>qj%<PNA~9A;U43?U8+G^m>(!w}
z1(66bt$_thVy0#$_GC(-#2m~N-B`anbvPi+a-G~B$I-=QVVFHVd-q^hqo7nS3e0Dg
z+|!>mlpMXkBIsy<#R5a;5(MHZHelS^d$dq%l$?Q<)0|su2}zcWv!iniTX_mO2(k&T
z)kB#~FEHy)vZt)em$wVFvvs<gE|Ex%zel%5mD{rS!#C%{Rvx!*qBp=?W7Ol$(HZae
zN4*|8G6ChQB8#>7`C!`GspJL=)VZ=^9+&4Mv{~oI%w0@5$6OtPA<JI9cl%Tf&f4OZ
zBrRLkW4rzRnz~FPqzAYlhDLV-S)!sKEU*(iQdq%WA24wZU^^}_DjTMq%FUCJ(mB=3
z8_J@9)kR~WD1PxGBbA<ECsPl&t;_Ki`TN}v3S1~IUnt@3`F--#eAhXq-mkF~-=6t6
z*-R`>KaIq6fYcGl9_4X(rpiv)Igk0^7^TC;JC!P@9zFnlw~N#iLz>&w?(*Pc9~lnM
zFm|F{q3~OeQ_D?H-u_YU9h``rZQ70min%0rd%msPx7r3Qi(o~qxOrBwk=V9?V)loe
zSS$Idlgcq9Q*;rGv2@#^sFboGT>$(0cr0Q#pv5vs4T#Mb^tE90C#N2|0M0&2Zx*6q
z=G~MVU~*N&Ien^ak4#1POVhMx_XQh=K|NBSVueE#`4v*EzQcH3cGc16p5>O91v)gI
zaRB8OJ%Cfrk_LZBYQ`psjxJ%rJz+_#5<M_a%-Y=d5-j7eRSj#N>cI9<?H1$lyrgP0
zd*}hTH5TE+!YK|$P{>mN;}qGjr%Il1U9Kh1!jiN%xs`oBJG0o74OOcWXolvn*ll9w
zU&-VCVkxnkCIP1kIzNh*;wl@oy3K;JTjl_Fzs+|DD;hZJ@ncmAK0A;jQD7O$UbCn4
z_@t_(XKqd+3Rb&^0pk{mmhV;nmwd${Ilkt8McGTLNV4`ako)fA?}pHNouU4%wPpi8
z7?p^0jYblWpoMg-1O+;y{Z~RaoC#oVHB$%4N1em+QAD--Mq6((M3gII`>#_()?ezD
zp=o1?31DZiDkx<BjAso5tP)1d7BV?77?u>8(>C_7QWY9sZn8tm{UidhLd<9uPau_J
z&_a-yv}|U&q{%m3vr3pf%H}d^Vv06^35K?iY`?zoPgteApA61*-7BC3O~;bD(kLIn
zO)<J9(~KdL326#mt_g?}wc;{dOW*j!WJC&L2w#^68#U|5c4uIN00w6H#vJ@gyqU3n
zj_<;b=&JvfCTA)_#}6il!p9FLNWHbJ(|5Kg-yS{w6wel&6~jk{K44$T19plO{enP&
zj?<H(>MPX7y>kPL4ZV~t=0eT%SjDa3ihembG5m^v_mP9mE3-K_A^1`UXh&YUzJjYY
z!HtdT+??J&O;zDXAv(H3V1mxJV&7`wCH<JSDGBX9=A>%yV!w&-Q$0SN&wQkAmDa(w
zRaj2@?}*oNFcJ{KgPI5d(JKwREdC!F-A&nr)X;pkk^=q?HkU{wC5QmW-2<Bq=Bvv&
zQ80wl#4qTx*@^#Eh1ieq!W3zr$zj;i=xc6=KHL~+tC|T+J&qb@rIDfm{6z_=SOoE6
zOKw8()&p!d$SH#d?xjgQV^uHF7hl&{*LoM@S02Rl<NV;o+6VA>JW!B@1x_Lbsv9*r
zwqtmO{%$gE|8$rNv5}i~KE{5eARXH7lQJ7@U6Fv#9aHON>f6kAL?4x%Hk1|Vi@9=#
zou5AiW6kk?l|#%_{uA_Sil0`ZDLuhJd;UP`jJ__d789MbOwl$LC5S8;F@V}aK7o~#
z+%nh?f5|9S=&y{5)mjb9g@N(b7>`A`4u<=4PgA;6hO<PyhQtV}hOD+Ut(rO8)F5$7
zt-@aC!-ZkN?^a(4GHEJDqGcyZhE}Re2N#?q=o1LO2c{ZXg4F<4;u*M|K$c4}Cuhiy
zEQL+b&aJ~oHJ9`gt~Y6Itj-PLM`RB*k0I7VJi^y}{kfnT|CTC?aQpgJoX?8<50|JX
zok8<>AGfR?qBM9)WBZTb4JpyjKd)I2;vz8?BV^cI2u948lf4mA%o#Nh+6334Wrawl
zhxqdw)G{$L1y`ln%I4f__Gc3af3hSnY*ylzOYbxy;?~95pB;-#dEZ;0LeFnD$V6=_
zXx8mcI8CyLrfGcRP{dZVmepFDlA)4VI-;zMYwDV6IFpc;lWMVjN9~I1>~0-_hCY`4
z1NX@RpZKS8yS3(LuMVv!Lrc}NSj?~6?iIdaTEy(FLZQM@u2_Ks?H?leGQx&lhi=P@
zvf|MHx`o&bWvWVLiarxEk<*?~gXuq?TB3$R>(6Mb685OKtN5=b8g8ed84lZ+JstUk
zYvrYsD12~mOpNC9g_kIv%AbjgikzJ2TY|98RA0`Tn5N~g5Ffn)^$}sWNcnCZlzr5^
zF4OET#wzb{sG<y}#MuCWSeoOKwV3ncS{Z{;l9vnyJT6?tx8Ox1x5q`$9z~X<IEmtF
zh7Y_YWKJ#ljQ3(iocu+?<@zT5_=xs=ryWCwJAU?zCl#wxv0dY_njOmgsF|ktSj2}!
zqpwuuijvT5YATACciD|w?iB#VM!6nEnWH~mz^CdvT7Gs7P6-8$WZC<9hoKDkwtDo7
z?ZW37h1+x9d=Jprb8rKuoJhn3V01f)AXYLa-A&G%p+Om)DYK=FO^#i-7inx5#lr^_
z&D-S!c)|ux*$g)MDX{c|$-2nuzd1X%U<*5(jshr8m~Gq?LCixzbvsDYVE~+DmBT)Y
z`()sJjN?QgzxC&IznH=SE`U1$#L5D|%OTKAk;Gr!QUG}LZ+&i*2yv!T125Q6bG&@A
z-a`K(e1Vm^H}9WoK|ynjl7C9_KjFgspYd}351)k))M(uka=iS?pjsO+2g>->4fg#3
zc7Vlf<LNi61b3baq;mj?P594iV6O-~8p+XUGFxGsgwAh!nAuVw042=;Sm1qBUEt~Z
zO1-7&6;MT>gFTu|Auw-*=lT3~lkP8|Ea0lkb*`$J|G+OH8Ew~lqc;WDLm4oD0*<^b
zk&V!-RyDT{z=SoP!}%cV?(X({r|;*D#q}(JC(m+o7KE~_0Sic-VHp7bjwgKU04$s=
z3t&b1(5?wt0Ok>W=wI5ODmq<$H85Bo5egt=#tWeCV5P(N#aIQ&;h+5&08nU@sF{2D
zj2|P?aWI~cy~k(5Nx+J$yKYMaaPzeXzxQ*2r@i+J{yblk!(kL@G@CMsdf*=uAR;2)
zx?g||<ic(<rE*nWK_&pRV2YN0cD&LGq(&C6?38+i-50smIDKexxp9Q8xMolDY{F{3
z0?02PcTA;_{NM}Vu%|G|)sX0UK}3PEieq&1Wht%q^*y|m6-~g4Ntz1?LgZYgu%I*B
zr*Evy-?%B^wi@?@JZ3@iKr<Ut5WY|ra@ur(83zEw!vmp~ePK`8Hvn7bTDi5=e4`Z=
z?pw_<fGN<@$H-~|kO0z$FjnnkFoBp6dEQhwC*;03=xvtbQac)~Q-C%_LgOyJ6XPSi
z6DY7S!%nyKQjhWPhc5^TU;KP-Z3(a<ob0iCv5ykvyM`<`5jyHFi;|TvV6zPpFbn^?
zEr6-<rd-A}%~z5~NWv`us6=98c6o)iIs`RyIkF3WOQq~SbX2aWOwXKH?{OzXn4dvk
zEcL{A6|kv_cPaIwY|hh)`6>3mS{;ft>A2z%E0~iI0^*cbv(>J^_t84fBx`yZrtPhw
zGaxyPDyfP@Mpbe#ig$pSRQ(PBsf-sHO#s)R^rxC6<NH~i3x^dr*o-Ju%21z4A-0u5
zc(O`!X(fKhahwU=*-sm{PgHaSHF<tl)`bu^!Dfyk2pNra>%$~J<1|>9Bae;k5wA0x
zOmTU(r7-<;tt-&PV-E0<lF3)N7rOyoN}`DOuMm`E9op~auMR&%op8;52Id*S5g}<n
z`vBMoy*;B>i0ud0e`C=q-1N?@4jd$yF)_~&F5`U(uG^$u0QT&l<jbX@BFF%%i~AqS
z1{enJMCnVdtN|M+jryeyoVPv-B}s@<Dmn)0Xy|nn<F~hml9E*!PgXkxc88B!@3AaN
zK|~66&6?W+S#MZm5p=jQ#db*b@hn!IDjM@)?GU(20RW9OnFxsR8U%k3yl|xv_JE4#
zahV}CV|G2P6d5S=9I??=c1b6*W=cl@x@pILpWAu5I70w1t;V3B2*eNjlHL#A$EiD6
zzUy>x13b{T;A_jB;gkVwswC_dNnh*;j6miu3~EGXpUI6nu!{^GgfmnuR)4$F_+rII
z@I};c^L_|3-<kz($SfUx2^0nmeW+*_2gH7CVq}!}<l`HSS|4HUcVCv8PCvCbi38kF
zc76F6K$$H>GY`Lg5o=tqA7fEa_>%XBB1BqFz#4?7SuW<holflQH0C1Sj7!tJ%EE~J
zM5}XqK$1*$SfW`Hj5n7^p+r=;QmjB<f*?iD3VW9c_zZ`xcbF(Ku9#cT^+W3c%Bc21
zztoePXk3bnd@@Q3L6`K|OzLP?$IH<%99Ap~-@F7_R-8nISJ`vq9t7utWQ;EEVhSwT
zgib?m0CoW_OI0x5Ng~rgZGMU{Kk}w<Q0`TBvn9K4RkBi?q{;3vH3h~y>up;;*#LE{
z=WuB3lTnY)6pXt0?XXZdju#LNm2_C#6|S18pE(@wDh-6>2njkIViaJm6-X)!07>4X
zK)_nP?0T<8&9I%b;WrWB^CdE6a$a9|c3E(lJ1fltJJj*E@aO2(e2dydF82#}9uKEF
z3<bGy=%+XCDm}^^2f<voVggFcj)xySbmekYx%e^4`doWTK~?gQVCqvKh-R!z&NAnl
z6>{Rh*NI+jEMi>WRva(!v9|DdC>9v<Dc|sWupBVrumd_mZmhh~fb(??c}JlI_N?gy
z#LV67x?rEVGQmt0)!qU9DQe`~*!cYKnhL4)g+Sbv^AdzqD@YI2X4f2B`hj~HbowO8
z^oYIG!0m%s2AJG}5^;Wj7V_r9!`LlVXq(*-wvwDjBoK>0WWzi&bozs)z89v$bt(LU
zn%3jQWbAN02IV>c7gbU-kktBG=5X977Gl1SuTEflUA%HlV9!@es^;DMITxCbV*06^
zU5z5!l6;~vC4$29{3SoN(zvZ7D<x(WLPPvSz>oo!@w)$6H$m8tai(2EO*tK|V1llh
zWvumf9*yq!rYJg&_>RsA=J#5D4K?)F2m<OzDlsx?Pb`9g=$nfChvwxuUOO$p6`d@q
z7N3BflPK~i!~i~`clx=E&4p+t8C`nhAJUSTyG$(<TRxolp<E~bGeoO6-ESY^)<CRx
z%&hMn`a1L~RI0aJ8KN1ewONdcu`x1OlA=gSNO<_rm}20o@<iF`(KLinY=>xU%b^L*
zJ`<XknX^oS`h<kjvD%+0ST2!6iq#OY!GctmR8MR}U8H|00!4u`sJW764+6SZL?%y&
zSGo_Ev$)u&p{IzJ#W)@4YCGGq4+>BJxJnIvn~yU&rwGFU$mz)F_azeTetYVmvqun?
z!`UmP`pmqKsBv9fAoF*h;G%?WEoQ9_j6JOn<8c|DRaq>TMhas-TY9wheBaQ{R$w5z
z0-}!1M~b%6`&7avfkr{X2u~%0-_#XdN;$7lu~mo5VQnl(zJ$bGp=7p{fT13LA`|Xk
zI*v8Z6A(Uh$8VY+hl^1%ipz{`Mdx{;*CB|f*{6PQPJTty2`w@9eQ9>#0*hQ&o5|GV
ze5h7ra1|jC!u9)p^BuY*?G=-PE}>iMj|MKaVl;{uTkdaH785>?#Vv>K?Gt?_v7gBr
z3v)mzU_<*j!fIBH!fEeuOQ=e0lwr8!&MHd!fH_wnsj%jOAe%-l*M|!FBKXxPVLt1#
zvsPTOxo#I8qN3=4@qwcyjwjcjnRQet{Ne?06TX^WN1*Q!#S(tfh=S(x`#!YV3_4T{
z1E?#ga=r>NJ)I<}z7vBWB|pYyZWv)o^pOOWi8y-eQy3eulOnYk1!h2|_*}PcswMCR
zsahy^8)&68U}SR|!}H4oEUHN=QhtuU)>Dv|<y3N-vDDH`z$W~3TWfE{g0DtF@_meu
z&$lWIUH;zE8%$@jYb($*M8c5}#s1r2^k@;AK>9-|m!jl=?0lT}4$bG74@&x=Dn*td
z3R6TQ*zQ0gN)^Ko$&cPtngs0VHG|VQ^!WRg>ptPDTMZm1{b<BO64#hun!j@@;e#14
zGX=(-p%bOOWt5hjr~xFgWMX()HKECcYTV(JXp#MOuB%X40d>;#OL=j0*4lDjNv86+
zCdfOeC?RuxVpOvb(?f(zgu{5ZgPUEJJnHlL^LHF&D#`DN^<$~GH5J%0;wL=jd}jJ>
zeV3Y_kzmugYXjl$T(b!01)V@L+TG`%x*)C4>kq;)h@<S2OnTGZ8f~Tg$(A-Emh6*f
zOFteH8nryBg4V-1C^%z2hRjkxzhN>GJQR5iW=x7#(h5or=CGA1JH=moIN&sXRWzoc
z4`y~RU`GQNa(<{5$n!c9@Q<PfQ<)GwFmRKrS9PC)SyJXTXXPz?(NrgRY5jWp*voXL
zg8`yh2UJ~@o82c!=&?Xpa%z(<(S$^aMnt|aAYY3A{z&6iQW!e;__50@r+7v%37tME
zKkOHA2!Gb-BW8K>EWPRk``uiw52?IrMUg&l-$(*wt$37)D^LkehU~F*=6ZwrDTlst
zFO;RX_KFaJ5(Kdkp{j1$8(9_6hHIqy105C~4CZ7I0W^Z-xnR7Q!9KGAF>0O8p1oLw
zDRU|ZSR0s;t+_H<XKGNCVY<>B@R38;YUd+XLf&{jA0oTiN!E;30y?2Y2*~A8#%RAL
z0sPVT7?WjFB=DVmQ5?G*Y)*Jq)SQssVXp{xsjVDz9fG6+W`}lV4AsxK=pX4L;Ayj9
z^_z9}2Ryy8e9aFtvKQWA9Tmn!1%Q;xAjY}8+w}YP>`}9yS>_l%&FCz0TIST^t7Ht=
zDlkV(nxM})ZRCb0zL~XuK5hcD;o___Y||pBAqOFM64dm8(UnM@A?qwdSYhFwMF@eI
z{frG;4$R33!EI7&<~6n#aMRQ&7yBEa04mK?)n)YZGiJLym<3<6N778oWhg6T&?l@Y
z@cJd6asY+bSf)>-C$`7i4ET!=SQ;N+>&Fi=y;zz2GsI*;<v*D!>7`~OJm+5wSEe#3
zWXWQaeB|VwS-8+!Cf0LgJAx5aO|7K9ihC$9*KNzOp1G_@_St~#JU6DdR>k%2ARBYm
zbK*i&@EcSol3b@W&NYh>?P$x{?8^fzl#y5^g<rN&4l|IM-!<X3ZwW3;hl*r0aWCEb
zT<w<Zg-Oi_!H-OK?8G>yN2pv!y96`#s(KPEJj7=r*U{wBKY~gF&PGul&tu?Th~>+n
z;+nG$b2lT}w7syD#h4`3l1Kbz7+vq6G?7HDQ=wdrx)&nmW!SSb5+>ip6kI$-6Ia1W
z!a{?7;32f+VrtL3YE!Dh3Vu1pQJ?dO%-0c57n-PaE1_UA<}M=ZW*+=nL7qa3MAOqo
z-4`W##AQAr$5wD*`d4o;;d%M}Y40U2Ak;q(4Xe3Od;QMYj6L5Nirw?GUnqZdOMC+!
zGbYTqkjJ|&lsKWxJ_+^QYPZENFzy-6Y+kRTEA~psu3$6N5w!cECt4Jgao?=^8((6<
zbo*vvYfH+GNQ`L!BpAY%hj$R^$6{3P^3e~0Z&|SvMl`mnixe=668vDAkF#v_M7Js!
zu3JzT9pKhbR<N{g`lDiz-F+Mg8}BIWqoI<etL*A@1X7SaPyGOAdCL<oQ7kNYr(mOM
zwI6E+#L1cA^~^E#_z@&o-pLp*>in%Ndg}tY@TVtct1)2(Hf!>&yN{)DJ?(2^#eJcx
zP*ky27OCtsw)^!|T4;XPagH&T7n=z44LTfaxz%Gec_jhXZ0t2&8sz;>yxg`)KYCGF
zIpdRUf$ug5kO{!?$ky0q($h*)Dsv@@l1KZK@Ofd-c)d`9uSugzU_&XL*-nc(sY`i1
zp1PuX0QA-R(B$&_NXG|DG@gO%su9=np+t-JnbRupYA(>|)L^>aY7%7N!zbQC706;F
zl2%kYeLzG?*ylrb54I|CfYjUOomlbmJWT@vZIPQ#?i!ypekngH(sGf}$kVO1Lzz^4
z{ahj47e}gvFQGm{Re_iUoQIuI+c9M4Oa@`@C&6Q9^X0Uh&}>|n)+)%;)M8L(a2kfO
z-=;}2IgSz*U!&#34#Xmb<tW_G6?)!~(y~X>p*&7%am3fh<hHvbeya7`sKt=45vU_m
zXaI#Z%UR0gr(3b+L^}lKRc{@u!&7oH9QMj#nwX!~G%>Va_(ua%8Lo-uKTl;@27ZH-
z9ObCj;dQ1Y`IybfV3ytZ?(4p=Y2h3>qmUGPjOOBS(Po$_Ua}=~SVdx>Nj@cui8bLV
z9{%g#5qb&<Wbi}LcTCF{&2;>MTORxSL<u)9)QM}q=G&Au(~qF)X_a$$eW2b!u+5F9
za8_X5%W^I%ftLR!O!K_<P^(Y{%|EO6D?#IP2X(hQw;emqU9tjeoPm0Gr*x67h!1Xt
zs`Rhp9SVLYw!X?U3)0;m`GW5M#|N^xB8LLrS0$3Z4hryir194h&vuEKuDP>mupf8y
z&q4nlm;AriEb{;MlhBEP0AoY&pM4wtDGk`f+<k!1+=cwK?(o?H%*>Nao7exF@CufX
zI9xgs(OG_L{<mIWmXK~+oBXWnKc4QV5Y_4b-%lng_EU7I##{a!GK3`kCZw3v)~exe
z{jw4R;3i>G<oR3DEc@(_?}NCxaq+KVhk?)s%tORL{&!I5bTCEH53o#4zWl95&Hx^f
zV`bp{rM=QwLB)tmP<`EB8&9b!Xq*cDlK2>4lBNp;oX>XL0r(nvz2QiH#LA=lmOwP{
z>+1XndCaV1aByo|G3*Q=HwspO{3sdNe&PQ193T;1OagV#hJZZZ?4kK{$tGONVKg1!
z9bm;kv1-`2wLnLEOX);bd6XOG#?A6GMO;QC0G^NLs^0_d5Qb~!YtrAv{Ep+Zl^PoA
z@R~UTZD@Xki7zjqcWCM+97MN!%k2j2V{x}b`#T8O%Oc<p<^$-Zkkg)TAKN@9`na60
zI}89YAp?{GNd$g1bwuEB<;LPtd3}7HApb%+1*p0-wngvmaz;h%mO}P}20&Dn887oa
zDMfxA>4Yb4Oar@G0BSz&i8H77OzAsdLk{FP5m&1Nz%{^}Ci98r&E6X3(1OXZoC_bS
z=Bq-haWQO{fE_XbPsVxY!80mx|Ce43);)zy?`3}9zYqWQ2>XvuAXGyky%;Dk7UJzb
zLjo0N3Q`z6;XwJS=#7cZ(*?jR2QVe%9f7A`&15$Lr^2lOImSvBlysn-Htd#O`^PwE
z)7jVpV7DzEiA6zgE!*gMvgD@TCTnB$*1tf|Re!9OTj}FCDY^nuU4==TU`q~4ze7dJ
zVVG`l!47UyA1&~kDirE`16(Em2n(1Xp#T{XL{9w%leGiz$*5SSp!^mUz-t-@Abx@v
zpFP0L0EbpSi>Ji)T&N{=WWsXq47vU+WIvqzr)pOWFazD-*;$Pj@52(fKxn{*uP4i|
z7<0Iu1LVL=;ylQv6N(AfS(R*Jx5wN(u@rt8WH{LXsPo(H-o1A$UQu&@><}5ZfGF5a
zc<}C=&hrk6T_o%&9&l{B>IzVaX(e@XON~~f_5h3~I~|fS@(u>iJ_Ugdw+jFx(4akh
z(`)T*4UQy5mV-bT=h)53r=%(ZpyINPq$Qrmy4&RiXHSeDvi}?_GyEefnl1(YzPuV6
zq4U5<GNSXz>AF;;b-AVXciz5xe!ernkMnW_zovpE17Xr&9&@nS?<17_u{-$D?wtov
z<|O1lWz|7Q3lNSHdwMUFw+70M%|B45F&olRW?1l;wL}kMX3js#!;HHCGGBsHQi}wC
z`D0TdI1<F+8<t5l+G>r2hjeN(&~3Dp5kh3f<&tT=_4wL>g7qG!Das5QIgCaetT-`2
zKG<}WJMbmp&=$#r_lj)+1g{tqur&%{HFEFFK_43^P)Ag%xzMe?ee6zobGku`dY@j;
zpTm?pb_=J;fxe)N_IWt&==$2_L*#xmfocmj9<4Mai!mWMh&Kn|iAHP%MO<e=YE-uD
z+}Xrnr?-qpygSy941<+IX?(lW5zG;+24hNz&|G8YGM4I2QFQkgv@qL<!7G3C@PQH@
ztG5;7fDvoUNpUC|)WMeX8Y$Lk$nuuXN|_vX2JmY&hR@(Y0lD$85}|F6?u^wvtrTE9
zdy$C|IkG)=-+C{2UI&=;Qybv&ZS$M$2``)iW1pNmr)rBPkHsUVG|DWIV7}%`JUnXA
z2!T1!=U4%_tvoptn#X8aM$<Ih?yF=6?l$>?@q4#9;QrQEtXq5yNZT_jN_?Nl+g$m4
zC^qIA0C>1ohh=`B3xG<2KXR#Ev3!fY7l)u<_HkqQHP*mtXKRUbpqH4Rl_BVCXZv}j
zY093N`t8e*k#Cq-KC0zjZfA`_W}qYiMgrbANPX8lUGT5_U~SJJUUCdH2**#3Pngj(
zct0}*OIe=93`~iJN~N+qi?W4x6OcinH?8VzPwWhfX#<$=Skzpy)Pu>N!&s@L9O`VL
z6qba{ps}-Bqgv0y-T9dkzGikq#2)%%0nk%sRQZ{02p9DEPaV9Y;&BBDh2Mr!XbDYU
zqxoRcXGu2qk!*R~`Nmt^z1yw{d@ww<kGati;*t30!I`$AR2m97a3K7nCz&XuzVWM|
zYh*F+x4ob#rhq?2LN)dKewi5)rpG<9)JNz@CF6|XMEMTKh1ong5t{z7#hsHvbe+RW
zqWcoMTucza99O!EA%<N^XlqOA;v%gE^2*_2Zh=QjkvY-1uIY`b5%3PVx=!zSZ~Ne-
z)j#xLx!savYs`gLerqir>_6_yxXfGSFBbiy7#rfb=B|uvoGk-U?9u~=qsrryYLjCe
zJ?kRzke)bcpg)?rM)dF<!Xd3@Yd+xjucwwtbOrtt->2w_C-x@~b+{}liI6yCTyzoi
zuF4Kbq#SF~kg?pL>Th$v>%3hV;Z1C-XnhTDmLxR3N@4|qL=ibxFbBD`N-R-=Sg>Yn
z-q+<<QT*9n(y`$2ddz1X?_P3&EGeB|@Mj<razFGlLO}7Zgn0N*T?D}UZy1;|RJf%z
zgMa_}X-M>>)ij-nT<-E#e#iLe?Kl?t&J&mp6s!Wxx4;~<%3fizipb;O+2ho!%f$Dy
zq8{5;yHAAXJ3lJJpP=<&YOxk2BDbz^rUlC7^>ClVn2NC!{PbI)qFh-Is;u#v&`ZbR
zZ1O7{dP*b+r)N;)eMjAOjC~#t?_>ApB&hkg;rk5U>4yvY@wDS9Cj#3&cDCErV))J?
z-4AIQZPRzkR6G(;q?KLN5n+Il(FN<lT}7(>4L`bFg`#|%N)9xiS-Gdj22o*Mxk+99
zE%N17%kf55<fZ0V9x)jF$P{yNPp<Y1p91=Q&z(uHSXxW+{kAE{xhhHNYm4J$HtK0h
zi1C9bA-~q^^j0+j{S|pFk1-az$j3R*ZoZoB9_C#Jom(_&PHib$YLsCnF|3Uc$Qr#(
z7M~44^f%Zn;(bZ&MUo32d%1FD(}JA>=->g)p+q#X-koe`IqKt;zTa1!ROkp%D??WT
zh-p2UgwMyTBV{}7Yzc;0)o!+P6A|oZIpfu6y@8)Gcd<~{dzc{miQUl!)n6?=r!lid
zz|$0L-iLovmxMnC+U@kW@_#d@79cqi)hM-`{G0L+sQ{_cApPT*zloGX0^qLAmF>*`
zn<_D<0*?|DK4bq?AV-N%oj17<etdt=qD~DwB8r<Q75}S^G6UME8QPxR-?L<k0*{#S
zYB>KUw{#ky+YRPhZ@<>T@u7cGTQkt@f!m#PZ*lbhqV25$;t0ECQCtUicXxN!gy6wR
za0nJGKyW6wySr=9;5NZ6xVyVsAlU8X-}{`qU++EVain{uzv=0&T2-r-622CYx&dG+
z$z&wSZrScan*VOt1oB7p>S`nYwT%9sil6!aDOn~8zyX$DKy2Cc@!cf?1E>JnmHzxn
zZ;<EdRo>^1p?Nw@wL9Ef(!aU!nLx83ptt>%D*<6~JLf@W1JK4K(KasM+~_gZoEMGC
zdAqguV+~Tk$abl8!5h4=J^^^I*J|2|%8$f|{#V)_wYbQ~ZJ;$Bddw1#4e>r6<pfDV
zLAL7;>o4AmayqeZ)o=4fOTJ)EEQNSKF@s>jD%Py>I5!kL-(*HSedn7$0U{S5$PW~B
z+i5R)gmBn89pl}amyq6;&}yt|C%CH+|2grUZ5<O#MZ;Th)F5byDWxsL9f$8Nz<C!9
zrE<@CD-0ykw{PfodOrY&PQyU-@)wYt24t*Q0@9}HN*yjgu%+CXG!yA3CQc#X3)%MC
zl7gS8)OMEEfe0G_oXAI$3IT1LKLZdo0oZvB;N!QB;GYlxQGQ!iQnN}fKkx*wFOa*i
z7Zl5yfvd^tG)o|ay08fN@%FR5s(=+vtlb2puIl!yVZgGY%{jv7=;<(-51+h2*xoIb
zCmn<W-$><yQkOH`+cLPW?*dr4Nue__W0YHrOMq+*Ku9*?29Q=zU<|of`qa)Fhdl3<
zW~U16@19e^eJNc4U{m7gxamgaFzoPbxL>N9jBP%O$b_dXH|i4qG5~)&ISB-;8E>dc
zJSR4l*Bv$$n%5KpGIeUL)3*F*@kQJEa}|WYFoy0?NI5g&p7@ejfzl7@(`ke;jzkpL
z^*5mSa&rE}i1-Y+ool23fQ@YA^az+V0TD924dA$4j+-!7j5)x$0$lma9OkRYJP_v4
zZ=X2xfE%(RU=seTS<9+%UH~$x)o3c%9Ps6;<cLSn-u`INw($bg@>bVlY@T|Kr@N*u
zI_?#~G7gBrOn{Vp0O-O8460KAfCRwut(C+hQ4-)`Pi_R9Cmn!2835YefDQF;*aoet
z=xgXqwimi@Kp+vB6g}Fy$3EE&jXzrNE2ADDYXiVu3;>y%vDa2x<s8oV2V;cyfS(M)
zNqGM^#{=ZOf7yo|l*hFO<XwQ*0RAHx#(n*l)&LSRG}5<sq!z*SW3p`X7n?mq8^DT4
zyxf}^o3|@!NSOA90!X@k{~Nj2XF%{xqdc-00$2wp$$_!)4xfm(DPh6_;ARJ005A6g
z5__Ro3b*Rjzt1s9_(2&&FhPLW2_h556}yQJ`Xuk)QalZOw#J^ed8FPLll`woMc|aY
zYML{wr@>T^tctd>Y(;X-mDNQb$`Wy}({KB7*xhQG_cOn;0gzQP1)WTRZ!p31#%v);
zPPX$KpNat-0vd7eIHs-w5+tfpff>l4LQtwvEZaeBaimGAp^iZJP!CM?Sgf<iv!6IL
z8}>$jp>oqA($H!Fj+<2rpYN8!=LV}+dJ_m?DMY<P9R~cyr|Vr^`amkrchkObW*K<h
zXqC<>%;W;enh^dkZ-d7HH8zzC^z-QZM5P`Njv^~<)gNjrXvPh(U}TZW`BW}5&Uc_u
z!%%F$>x}hS%nf$+XJBcJ&306?gy9=Bkj0;_RQP+oT9TyO``d95D*`%wn)qzb52T)+
z71R5=K<?Y}zm8+Be%z@MfL*hSd2bOqy;nz<Qwsj20)NAqe52CCWyw=Am}+t<y=B-t
zA384x^B^N>n`05=NADXh7nZBb?cJRKmno|kX!4=Wjm|Y!JC<|j4UuKABH)!QTF8i`
zyPdB#3bD&GW$xR&35^Hhyt=V_A+fNghJ&FMOatGi${F4lux)Zh5HuD>0J~7P#M8uB
zHX~X736P}HK=05f;A)`K0=P6}EpGU{?(F`^>ApjEFy@E(B%eBHxQINwC7^f+pywF0
zC!Gq}Pd}#MpXrxKqpAO0IZFFL?_jL@M?x3SHg)faU&3HLOAyR!@E;#g27w5iJji7s
zVEVvq799HlXsh4G$m-svmj%w2ndsz4@(UWm0?pH6w{|~gLO}02xHw0x&CC<<c7Z=!
z7B>S8vAh}`Ye>-|rCJ1ZCTr~EN}1+CmgixKCbc6RwV7=3pb%fh1U?7DnB2=;x~&`B
z7Scu_9PPbTvFcMM9VqK<FyAcj2LvvjKY#T0*JK{$DfezzeFz-p&0~8%dL@hCq3Z-d
zs=zkcmX!u_rW%AWS1lP<6j+(CFzqlDWAd5)k?;aac~kwlN_K7b8Mr33`@AzDUI+xx
z*05n|{7u~EQDWPtvOV>!_%rNJD6xZ=x81k-!YVok^`O{GkspzdfVKjKnAaQC*ItH#
zg<7)^JzIG66T(rQN>8A`kcJyPgz#t1z`?qQ`%#(a5p}LE1sRiH&&>F!7Sld9Z-=P|
z(ruKwtk?(16!~F7m*48RDa{+|TnkrSQ!SmrrNM!)H=2Knmv&(qDK}Q8XR(cDi@i_X
zDgU3FoS;d*OL_seveb8PEi}|vKDpr7)MR5qgyL*PY&W_kliNJyLNu9jHsx3oYbEkx
zxx7zl!L0K5BA|EqTFH`;v{6ID<pYBy-#wS~LHNm&2%1>z*rdU5s44NBU;#x-U%<y*
zX_4GG8AN7n0u?M@9!RhgdVz%$#)!qDD5&(ug7x1*<WdE5v1<q<9;z6^!Qy~4E!#nv
z>XPlGPfR>+BM6e8%vWav)k6wmEkA=nxBjXeN1^ZPW)sFs-Wen)SP2poCxqdI;K<Qb
z?x@0PdHyukO^?DLa+DVej7%uiG#p%#emr6n@2B3MsgyQo&lDthFtDv!#0sVH#|fw6
z@u{0IRvG(_N$jnp5w|bGipj+}iQ1`51Z1i81d1MmB@od`2W?E%Wg6eVMGzY-Kt$U?
z3=P+*)CF_?#8xmS)a7@a(55q*e3OZ@R4iK4T@njjIf_gGW8zv6tD9b=OvJy@$2Lrh
z^0k#ggYH&p9)(`0{#bB)l5qPrFq#gd<ZmiT@CJlYTFIG(;qQe7jHUzvSxi=c)u@Dz
z{99wNfcelZjbaEF70RVMoclAl+n8eA1APvKEyeOPmt&obG%T_CTp)Q1I=#BRiSdqH
zJQVg=&|x50of;jHONCd1T<W$5L!vNylt;*qX+G2Ph*w;`F`Ih-{bTbYe%jCf0X*2#
z4^8u=Qr&(=#WHj!YpKal%MVdXN(1RvY+Rhkh;!WBrq+U)+@p3VRB-rw9MY^nM@4xr
z#GI;>Ap^`md#qWJU4+=ff}ouSu8Ea+*ueqSf34OidW+)ju@eGSn}#ovBYFw;J^a=Y
zP<?^1Nf!|0N(XygV?>$jpHLfUxnrpE7rMY$LLhc@gk@Djb*2p4@Q71|qGE}Qpk7Q^
z4Q4!p_~+uM0*YrOW0~!uH0^v_b2Yl`5)P{V4`P%g+~!DE@o<<X>`%%Jf2{G+i52in
z5)-iFe*H<z3d^F-5$w0yn*l`-0Dl2L+h2SlFivoeKmg5{-jiy#oGIHSTP@;fY<|MD
zm_udJ2<`wgJ~!CZ5cXD-E6_xGxh7eOZ($r?lJb|%Y~sn^yKbBw<+cCf$(Kv@k{QmA
zP9oDkZ@@8@Y6X@euoVomL<+1}TD_d9zC_}*tO&)})eul?^zj=~vp5&x`GWNSvGC}J
z|3Q4JPWT)0Yk=wl)q;lr{>tH*iUb?sx((w|{y*TOUVtwi2;8gnifaY-PsnMy02&Q;
z;bEz!u*T89x?}|60gbXr^VMN4SVlDe&?>m3`R=;4Ia_b{FCN`28`b%LgGxo*9i5;5
z0i5tX5+{uR8#LxNj2~i*-;Bdh0uamxAI0B$r3dGKFWy(=WOu>~zb+JiD7A!Z0765}
z$hpN?|1S^>!SI-lUsv6%ZU3?ZfNe>&YoZ+GoFJITkHdz&Rs#SoZKsB?+&opFXAV9M
zvjCu5GRvCT2mcDiSJvadq5J=}ESi4><=hqOi(l@q&Nux5-w8fD2%r1?ckx<^avI;|
z;?J{>&iRLy*V|K$u1kr3EQ=KEO&J>oM)s)|b3FU6meD~P7$#6AMz?#`e{CM@&r>6{
z3IA^clt_TGfuVn&{W}y+ph}H~0(7YZ?^H7e9-xAn-S_{}Eq|aUZm0J3=RXbz^OqkQ
zLpntM?E(aCWgO6r`fumBgy2k~`=yTR`O_9o>%+Cl>&EEpE{~J;C>pCOB5`}I@v!TV
zF<pMwp=ctOm~mY{pW&ksm-$S+<}JwRuEL(Tlk;hn%lw&-)&`fS`@da^W+3g1LIUWk
zDpxJP{7RNNY9yPnfE4QZ-5%z={@#DR_j~MmEs=O|cpZ6tSzmuFRC(;=5k@nbcIs`-
zrqMws?)dW5zS<#Qb-?Aln3?32t<1Q>{9nf|IR<)C?|{}y2bC{1>-1=MtUrH9dcCK3
znf800e!W(Gx#$9_%NJcQB@!>=z}}yKW}LsbpKvmba?`YFB%W;?D0Fgho3rC;m%lba
zTaID6ApEaI$ySDQw%kC83emP%=`uNnK7X#7%6YlW>AC^#*=^PB4`&juSFaECuUAH|
z7cnn47%vAguLoVTHsYl!Az=+mk)NkshMQa3Y?_Gmntpv!yk89L{{AnTC>Qc~J#u)7
z-<O%3|50x3yl8s8pUiNGIa#soYbG*!mnxPkcf1GGrJrscUScF3yVks`RRYFvj(?D>
zw$3Nk0$<o#EL?(m6DEd>V)azmyV80;JBgTozuI;D#Vb0K(UL>p%+KTbC1sIO=<AW)
zqj<oWQI|#cz?e}!LP8}y>x$?7?Y-W08yfkf&tT~1fRJN{i@-7g3R>D7EOI{kyU4zg
z$=J_R4PF?NE%vW*G7<|o_`+y}#QLA^Cdz+ba6K!iDxR$NUg_($IN62~*7)wPHFhA7
zO86~S!go;Nl%SDI>@r1<MTX(xS1&HqzG7NZJUt}va4PRttwt(d-416xM$&!E(YPK&
zeneN9NuC;Z*d2vX%%2++nT+=<i@e6{zjXR!A!vG{8H$=;JwfAG-VyQUxy(be=|4Z^
z_`MY5ymb1OI5jLs+pO7d9q29FHjw@_y0w(qu8AS!xdQ|SFCd>1gH(j5i)3!}V-3<!
zoY_D~Qew$?n!<Cb6AtyQkT=^@YEnj{RC^Lh1EHADSgCb=Z_n}_#aJE(-_K<d*AoOb
z^8%CW?0_#mTitj##Rw$Y_G_Q{OrUpvwcf<X-7S{N%*!TAHh;`e=?IQtnxaK&e7l`o
z!Edj5zJS9KXj$5BGB3VZ^ZUN+ezkjs({?ufhp8WvrTb%ajwvh7J}a+S4JKb~&8(<M
zP}y~gu|d`xS&&2yUq+J!g6fBMVy>&H?``Reiavkln+=Lb9zRgU^1%9Obm=4oe<0!i
z^f-*l(NL}Ku3N!g5A1Q;?`U+bN1^F-rpWC%oI>0CSpe_Yo%BP+uZ!eWhUm=Nq$gNE
ztqf4Kzu)OuKu*UU@zW5WdGFxh>frpFX-nGhvd;C~(ksPl>Mne1kb0)!@4>X|DYt_g
zA;#LrSZY?)L*iE3wT9oZ$eNnwC-^1|t3jwC#Q5(~V4Kb+t3NKQgeBVA^uSDhjidMJ
zQlXfBx%I-B&0GkRUXj*Zb2(t-f((|`SJqv?^E3;7fW_L+#nc@`kBpXi>ol|1b{Z&z
zdYQwc^V$3;ln#R4;P!a-4kqlDDIuHjJV~0;3gP94@Ay$vE1%86-tVq^<sJ-i`>VF$
zC|?5~?}0cPgWJm6y|$e8y9kW+m*<Rg?XpE@$M4!Q>0gL>Oqcd-ltV6biY_5Y_qP0>
zeMdWE#C>nJDYl`o1>JAuo3cBMzHSEPv|qgq=vQt$TT|*ty$isQu$gTnYyVL1mL<cW
zV&L=oQ%09Sc92cK>2R$ABlEiNk1|r%pXnUmE4?7~?S2Viy>+jJDzp8)@A??T{7(d3
z-q%g%9TIL^<`JRXL}vUB5{`*l{C>N{6?u>$vSgW|iLhye=&W9+O6>?Y@7>&R9vaor
zmg^05z6aBh=q0vg%^~SjPA_Ov-c1%iGpjKf`r0H{2AwX)=f>F+ap%m&Ly%#Y{k|Zq
zQKwG~Y*{P0xCa7E?f@qJxB)5G;XzBpaO-=AIm=Cg<AWta!fxx?0*V1umO*K`!)XGJ
zkODU{&qONq1rV&`{r9CpJg>B1OlUYB_Vv~QXuq4AMYLu2pQ7kUB^*ZU?fa4mDyyzz
zbk*J2L4?GNE*B-30?w~t)3?j62;M5t_MUeoLT{5RR~K9sKA|PMApWuCwdJwwUm1f9
zeq$p1Qm2>WlI$ntqF#kWq`Cc>(`%7=k9bJ<y9g%B6n+o!kK_DWf0>A?4uMl4PK%fL
zs(|1jPHs`)myl=h%ld=yq1_S|eh;4R$>b=FWqz{9Fc!{i_&vr_o=2DkSIy}L)-oqT
z;zaPz4gU~F%J{3j51wR#9tc^w+}3B*Bv|{D%-f(yU2`E$H?|OR83i{YLGM5L7Ge0w
z6~n+Su6_x&oc}<-OZ|F}&lb4B*hColOdJ-Jn=O4g)hhZtfRa?v@tlDGbm~_vwwgrz
z<Vy$HO%WliskNBo45K~zeyr9B<(!@=^gwNP?_YUHDu16><2H>CS6V%vOJ%g|cCb*Z
zB=A?%+}bs8?}K<h-#V;$9u}oAw!gMvTzJgJkcy!HNxG=z*>5^uRZZJL@P51&@RcG0
zqs}`#PmgeD?v?9z1fv}DJ7|@J^#>x<zq=4~*|@;xZ#r5daPJGr`$U@RoD;XLs8;i2
z?RtMBq#ODc#xi<Sn6PTG(e}8rCss1zv(Mn}Q6{-H-rcu~0_ZU-u{z9RHp5~FcNSPk
zCth^Zp|AhD(!9N}$0hTeba{DBlPRCDi5YVe2C_2sN7GHpcBkLIp~ORS6#|5?%a_wA
z>*rVkXOekH_5BuI_b8VAP)7o%YpOofl<#fIqBDdj;-Ooi&FJH;it%cRNQ>AaqZwUj
z!4f!8h4EtOq4x!Bew6R<zdgrA5t8RxzLYocBv<B2ax7@mzHAyw20)eiXflPSDe1_s
z7_SXCFj{pE>Te(<5`|Ju(HBL99ZoCO>XlE7rb$~A%NTPX#_)$0f9Hcczzw2}zM!6J
zPZQ<&A!KgcPhNYvF~ozaQ(Y3zM#!+~0WIv5!RCdrNr-a43wYG#FeGUFe-W!Uvr`M!
zsOBXj;@f?TZD~b9W69YC&WeQe4vFgdGO7BxQxXC4#r)G@Um8pIGl^o?6yMpSU#F|?
zip%`UHgmSC<*KI$KDK;hGr7;9o0{`lmFo#z<40dm^TeIbsMXmGJ#WXJTOyJnAwWx_
z`|h1s5j_Hk=<SV&_f4utL<%)cvHem$ol;CAFKx619}!Oh`0eM(k+Xo1u<#bwy{iU!
z<qW3?UU*&=H8eJd<$4SvYLla+=Rxy#pDt2~T(}=v3{{x4hh_T`7s&)?>fh%j*7EFO
zzn7Hl)hGD8vRHSHS+47e#DW@Eru7M`D*88e#8FHQ3f)X04=2nfMK{Wxj{PFlE~{hm
z(_)1H5<#8_Pgt9Ny&AMx9y#<2`$}_^sHfdw5d0sFQM*6Zif9$7VK`1q4hcv|H!p-$
z3JfqWNKSf>Hy=y1yy_}>=XDqSDY=F#&tz#1k3%MZNky*iPdZw1_(N)Q*eTy3$4Wx=
zClFN8j-{J#<$%g%)_-mlr739-a+R9X@C!h(kb9M}?Ta+(2OI0EJ9rUAh6G2o-5pB7
zB3uW$|0FmT<jCy0`=q21O!T}Z*~lsXi*-Zk02)7Crq4;FhuF;chIXl#HSh*AZJOX0
zSMGRdZ92SLEWA-AyaBrDwRTmWrX>|=Tq~+mF2VxQw=0QmXaUs!`n9K*KCsN#8&#M@
z(7PT**{@ryPF(Vc+~usfa&ld)_`=fvKA->LoABpWWWIF1&9k60N(7C9-_<q9^Mgdi
z@@_#onRIDi<^|Pzy%rn3K}>0UKb1`3tZKK0<AtGA?La1WxtE(h7Ayqu*L&o1;LK(l
zP9irmrnadg)y)rnOIbo_#?PVG_J-Yx4_Dh^Rmk+{9V1LiveBk*r3F@yPu;iffUcuH
zh)rsl)<TM5R%s7&*Z$O~>Q;@c?LfMkWDHR;j4crgw~`%e<zgu9jRq}j1+sdw@a_tk
zy0kli!<sUjY@xaNH)uzCrR)nlbgKt5D2qA@JF80DSXEvPP-T7pP0)IdM;}B4gRF<#
zR4J|L@xrMX2tumWY$uQ=NKW(I@nD3Izx5vgU0F?7v(%Qju1H7DC=BYv$B}Tds}OZ4
zL|ROP`-yPD!bTKBy!K>Vktb+oSg&UBhseJoQYMEKk+pdi<vZ@Qm$-$=1ZEl<@kZ`S
zHI}-u%BC?9hYR;c-}g{`{^(ILlm?b4o6eJdMxQ1A@m;gyY++2y(*0PZ@Z)k>R`5;v
znz7{cUP1`SW~tO7fPS@N=2X2%Dkk_80hH6ebuFAFUNO5_U}Fz5#~;k-`qSW4iAS%R
zgS;3YpC#n*v;R~iB#QWZAS`ltEN2whM1NMNN?)ri(vr=9Yoy~5O_Jf4Ufvw1T@ami
zj%g&(J1JF258@kMT7KInLFi9Ps%Hc7JM6SF6G}h)kGm1RvLd=+f0l)Dc13nM8<}C|
zr93;@(nxk>w6ypV4zBHGW-^9l2?eoj7=s2};-dxwL6L71yImKCOwweyuBCOAKA9iS
zoFJo4t+*^OB8-%(!_=zL=TcLQ9lFj<B@MC~bO~W$YO)9Pr7a++PN9gkf0HIwu;4P!
zkK@%5eS<AoexKN=nL-YqdDs4i2+CgaQm?-85{3s=pz&A?(|$z2J4cd70J5jx^oTL8
zOA(Z!Y+zPXBkX=VnPI$XT*3~NdG5Do9MW*ys4bX_*>uB2&t!kR+Y3D8G^h65a?_6j
zf;E@TF|x#o^%Jx&x~^tVXll6Dt_HJ~zL@Gev8@Dyd-nMs=i)LKVLsg9ax;7h_it@9
zm@6d32iTJ8al>=r$AP0LubGPJe5(XY8iOAv>J2Xt&n(ZmPZLEd9pv`Qvt{#@p3h@i
zBsW#>t6d7*d_q+8uipIP&zZA%{MbhyTz~Z=us}gIN5pGacty};m{%~N7e=a5m*B;)
z(=#hH{YxMg{o6<-HiSJr5(_S&@r~BI1GyHR^_S}u)&%}<R{C*>+B=chnyIFd(JI^|
zT^cWr3x$UR<3?MHf$?6IouMOf)y7O%auA2i6sG0cIR984nh;IqFzne_(Y3w|cWeV9
zQ{1g86*Nx`!qiX9<ghq$^_^dbT`v3Wr3F<6HtDg`Ww+3uL11v@a%~7Vbk}9@A`Vlo
z(V<~H#!lkIIIJK^=vbcPDu8Npe<M*A8(v*R;&ULx-u6Mo;%2C8lV*IPCHe|Cfst3c
z4SCh2n=@6}#L2#i`)MpA1)|^N{XqM|565yb_^tzUN|VSbz_*~kK+lVvL?HfzZ0YTw
zvrIQcx~N#S<ui!BRuZLq<}HJnRk7eBkL^Jqp^K$)Q7(=>&T_(@R(^1ab-KG};8%{-
zb|u2`%q@OFiRvcx@tegHn$fY5McQw$Aqv4g(*kf86vIpFX#Ie!3H%MKruVj6SH-Iq
zJDd_e^GW=1biDqPAnca4Xx1BuE*9c?GLvh0dUTtvRkmK_9PknE*wt>PabO}WLcD5j
ztB3j5TE)afu6E>7ivdQ3x=l)9@7OaULA5TtYPiY+tvY0`?6+^8MS3VWPy4`gsZwb0
zK+NP!V{eiq?W6TXkDyj|=a(c9&kt4L7v$nZn~vf_W!lh}<!g?8xsd#%eH)0_SWja)
z9=Gc?xbfhY8R&PjlJ+(ko7)phV2$}?)o_)$A@g+f^DVP60-_|HF-?<NpXofKu3_b;
zKzk%h?C&?(Nwh=j+*sky8&Ri-oqi%?pn4dzhO=NXU*Ca%_6ev)PS16p9dpvy0EY2e
zk%esO1<P}1Nq1_-ce@_Kg}vd)OU-e-iNEfE=B)bnWFaPI#*=LF%B@LKbYuFT+}c4f
zj9lW#T(X4MKNKoxiY#KOzL%#LXL&6cLnp_@f5?O2_Z)mZl@c>$b19^6CQVf7hzjCf
z#`olI0VkFsL*+*~(=T7V6W#(dF`yo+pGRS0vs~tTk`qlc@icF5s8>=GYVV9Phi*W0
zzWFswl~7qWCiO@IHIT>j@9WiTr_)QYHgkuDP2DB8>wad6)BQZ2Ad2-`h2tZ>HLv3=
zVl)Fk?WSp~+g3mAHst{AtjC!22b0<2u8Nt1CcGo77#{HOWj#T3rtk<VXt4=}ZW5w|
z<>;!bM{QvW<%=QruG{pDdZ?;&O>@!EM);4dTV@-<>B~r&rdTfSu%<eoTQw4Qc*{g{
zCkDs1n11Fu5%b#oogpi4*d?{~Tz}9I+b6VshoX6N7}^f4tySu%AKG8u(wm=SbU|$i
zrDw&(AzzN8=^iTvneDS<GfKys_@G?n>FO3E`!TVn1T=&-f@v`)`7o@04Iy{!=F>`+
z&NwoLoRR61a1@*#ETVq092vP{P;{cRD5JMRIO8=RD_wjX7#9(DJa}qEBXO&K^=KQH
zAf9bis`gZ7X}=wd@w*vMI%;|l(_7d7AYQ)Ku2SzNhM;m^`nCXrh41Tm{gMST#L9}b
z5(Yi#&#y8c>}u>xT!>=yc)JHGY!3$fLDl^SNtnPy!qE`~&-Ye~OQBaKsCK=n)LqFa
zw$M4#h?`&HdYG<Zgm^A$9!eC(B!pZiFFmf^1*(_b-lve`h`5ukcPjr<WqCO$nisiC
zd*3y(qn}lxZ7*=uVZ&y_dpJ>ie6jBP@iA+h`Ss6sxCQyFv!Eo5sLJ%yLLP2Z)-UOC
z6d~LMXZ1my@Dq-XVi-OlMlaRk8}!2a<o!`dPl{3YkF);!A_jTob&YEE-~7MYzF5yz
z>3tXGW1c@<b<j9hXGy>LC}_TU85e=^o4l*tse}q`8RYS}z2xAhzw4f4gS&1w{~zBh
zk>p<{zID+vl<_&r$mb;mPvq%&oFyu&&10~)C}F>fM9g;*Am9cP9!(zePHhOIVyj+D
zoiEdkcNxva7ERV&56zn#enw@>x##OD9IyuunE$bcp#NQ;SuZ1wRUfmXV3w}Rx#RWc
z#n*fL4qusliUS@CAS>DDwI}E4LyCHa0&9ox=U*LCsAFgbj$bBjvSdomY-XIk?EBJu
z?JE*Q@G|&U7#s!xJ9SKxf*@}Ft$jkKr6EN3)>P-u|GX<3pcC<b2lapHd0_TR#@PDZ
ze;0J0sDOfQ44FvsVe<UHTmiuJj0bpW+Pja3|M_ebr2u~pJZaZ|h9G?eEXiXm?NuxP
zDz&&k4ObI#Y4ER-`u}+|Ff~y#kZOb$Uxm-64-89UuWoE{23G3+by4K}ytIyG{q@83
z^uowuMNSXNvKdE+p33<4<qdJk<&m4a45GV0%MkT`<RB7Nyz`he7BU_Z6&MBy9{1<D
zruX4$iNmS^bFLDSp!;mOc*8j`=IOaZc)fnSGo_OpoI(QDBO<&*lgq8E<3>jQy`Hh+
zv`L&ZHTSdkOe|oVkIa2lbsMM_QS{?+7_~J$d)pa()H#mY?2Tp^@mgD0yV#K0O7oy1
z%1V7WJt_}gm}tM~7l{MfA%=$=f$>9tGma#$yxa!pQw8GWc;3YK1CdrhGC-`XiH!~O
z&?1D%atjE;b8&GwUunS+>>F=vY@8dXkde9UQVj;C>0y&8DJfZ5T4IX;Q|km77#P&W
zRcRj{9smc452r&5rA2CXI+%zmJh1vM+IRQ-!N`+FHD{j323FALYi{3I`DH`XRf!dO
zHtVs|u9_2Nv}&}`!(F#DFYJ}a)%Do{E_i=tC7t2rtH4ws1eioez@|SlKW}vhoDKM~
z3uV3iz)%vm^R+C-l%1I}P2eC<E&6)d0a?)4P()u}-;hijPQ)T=Yinz0Xb5OwO%2?{
zo=4AI0b1~F?LRiOz$qoOzQHQ;*!6&<;Sw!;mubeA?XC)Ze>cy<()DEd(PMdIp?8#G
zZhnIP(A9O&fol1re64=Ai94dzWc78dl!z$j;m<Ps`eSah!zUQ@SBY~xpI3@L=(-O%
zvzJS4a?s-LY!d5t2lpV5;f$z1$=k!6Y6;&PUMi?J(ninE&z2JErX|=UfT2f8`ZEx%
z__5R5gL(0TmzT(AyX8hSYE$|t^i;aZAcrAmAsbs;z$Xwh1{jI!>g%mzp|+QSREJL~
zDJh6ghCqlQ;247Kez?YgFvWhGicslh;&#N|fwc%n#CUyJ@{*fDnF-Q>h4W$;W;66^
zg`FcN%`S8V7t_TO>FMB<kx&hz{^n)UD%Q<YFJC%`tRWpzQ^A9CI9PPh;JCg0jIN7M
zR1!rz75pyL!&)7LmzlEL*97jSi*}K^E>)x~oto@EmbU%Ut@9{*skc+GdO#=o;vH=M
z!k{#KU%c)2z2aw7snjp@h)KWi)p}o=wJwtz(90i<n&w`|`}LWHiVsPy;lQ$;d~aCs
zM+OIT$DqDD0d_DAalku9^ii(PWnU#;Kz$c57OD9bHh%)_n2CH>S64SK*L%MlNAB+h
z7wc%#($b(C^KO1JDfMl>Q)J3D3yq43;$knO!REG7qGX__|C_^@`}s=^f|&#0(Wg?&
zjRyn%nvhS!6rvQQk@JL?dTUc>M@Q5i+Icc7(cIW=R*6YTMQ4dl@A;{YfRS2C&1M7W
z()}tMxu0l)@L05Y`T3o-fpEbZsjK{aYFA{k_a%c*ll$SUA6gR`L**8*$ri9xw&W={
z<b{2GH$kA1tm=-{+1F;-Mu{#|_HgDXjoaPI`?SD^_a5WVLxL72a4%q}K4W}AP^37n
z{)*^D$uC#6x$kW_rveI?FQ4sQN1`^16qY_wFt_J@^Jg_XRiH>=Uzk?B8a=ugQDvT7
zNym}F=?-}?5hWzdP~tYgB4_DX^s>rCm|JR9cxn6&cB72KAWJ0GMTJ(UU_0y=>rc-{
zCz_$o&&x$hme<rF#WXcJHHOc7K3k*LS!~*eh3RkFi+ocG3qgKo6Dr+@g01ounJQ3Q
zQ<G-+Z`=q7DhHDG>(?*b<U{GP#pPvGrHQK2Qb}my!e4qejk-uP>}q?7-u?rO^pdH2
z8oAJKh$XgZ1Kxt^U`GUrCQ@<$AtN$}mBLX36vq8U;fteSr<5(w<d1_-jH`>QSZ<Ar
zk1xF%$<nR!9Ra(a9@{gnsGigqG2jS06s!6NGntqtu8v&G1{1_79;*z(gO3%2ZsR0X
z0}7{a3;y%Rv+vs_FrSlpr>0@FbySK*4#BMgb1vBnOuFFRDZu~T{8nOKdtCG@5^}<7
ztxQQbCE2zN;glGVN9uPM>OH70q&4Xl@=acS8p@;2dE;{E{<~l*PWXuZK>_dOEO5yx
z-qxOYeQvcGCWu5YA%Zn?+*~UTD??oOE`idf#gR{=#fKT7chluA{Td4?7%F-A!+E0c
zF&rkDYX7nf@iUTofb^bYbvHPqmb8s8S+ErMh7FN0G$*z1n`vBA^C|P=owp?9elC+M
zjBueCZ<;h4EJjJRYGk$@DJ#SPC+Cb*zuM_T5}t4Y1X-6$Lq1Hv?7~OE_?XBZ7DZJc
z^s;{jN6X90=MoTm%fx8-mvZ5iV!IpxMzX;nWUl4uX-yp+1%;xv*sjZ#c>Avyh$tv1
z=9+x5M@KfM1QIkl_cK=JM7}h?JH39h!;KJw6Hd@)$gnLBf`bu~5x6)9YnTpBPC$YF
z475W>a<X3|un_w6p{9DJW|h{L;0K`_*ph+N$IVCsZD*0<275nd^#WO}%EJ(5I}w6$
z&P|F*tWkL|0dh{4U73zi<K0u`=Pm&4mQbj5O5U&jj<Bun-z}^oR9E0Op9OEasKhx+
zYYWXb`8L#HYcy<KBxkCe&7nmFb8>c+icTvbY}y=QVCMQR{l<`B4~o*su@e|Ve9Rc?
zXA6{YsEQ#@Y=FuL4+T-|=gsv>73Dgh4ku&44~`qLR#UpVC;51ZQyP2Qj-|@tn#a&d
zmT)4FcB`x$!D=HmvI$M+$m|#g(rXGAIixZ}uz?AD-P~3~$GnWVHXkV6L}^n#wm8!r
z=6fi?!t@fSW44isIPZiCciSmm=&`^IUj_akg;&b%D=p00tFhjqeQ(_WkLkZ9>$#Uf
zT*<*~c)(Em36B$SiB@f5G&s3@Jc#>B!sha}yI1Nv0U9Z#d4BHqT^ajFBFNlnMyFdi
z$j+mBIaVhO1S*1jz~$V;6k+6$ERiYDoTv=+TY0Zg$J{6d^If`-wyLmgE&^d@Af!{5
zr!IViV)c%CB#6A01_3`z-Gz`ayZ8M^nRed@ObxoU_xvNFHPqhdcs&lHMqv88OHBB;
zj74k#v<tLrH$_WOML6iNEmVQ%Z@0*daK+g?uTMxp-UWV{xWb%_$)}D1-K--aoRj1~
z_aO)~Pu8KkiVLH3C}HM}m??vA;WfstdT}eI=|@!z1?D$oirT25nKRXh(&b0wKM@C!
zSf$b}7D$cR(M(M=5<eDJS9yQ^N|?bNVaSI$QWQ7%cd*$?K1+dd>_=>RZcdCwsmPsW
zVwPA~7Gb^MVbfZ|?ff?!lDRZPY;dK{h%z<1A<5PgK@9;2Z$tu6<WZsPA#y(Q0o}E4
z3#Hzq4;J-!#tD`h=wiawn@_+Cu@k|%l*H#;r-AW&58VC1CQ3GWiCT->3A<NRuz?dW
zK1In+d-VceO6i|Af8r0L9}PBL*0;8qTYw^cu*6q<i|bPE&XndCySEWybUArd8>pTR
zj8Q-2$_D$d<QkG!_^+2XJG+_PX|?Vfos}p*5d0|u^Ys_qOOjZvU`iuu>A!r352{@@
zo6%qtk7bTo!5~VkW#rH-h7^<F7XH#@{m58ae0mIFKe;YM+vYNPbDB$_8v%;Sc?*mV
zFfX(#y7h*!(#qLcghi6|;BYmz=Kf7Zp<*IMr=~?xssd4}L6cK?cbTxMUHy?Q9|zsD
zkV-&+;4EJa0-Zr89Y{PAf+Zp+9vNttKn&ASst)<!rX3}VK))UgqVmq9vYD+2Q#APc
z4IW=t{e3axpmA+*2ojZ;9k!giy8v9p7TYYw9KGEZxh)Qou2jzx78r+kBo^CskQAYx
z{`ab*r2Bd^eprBXIb5ki!v_R>YaZU^K%g-wpnj!MYQOR_Xdl9vaVGzh_KvC+Bum@*
zz5QyDXD5;7oe`S-=4y1txSReGYij}eyYRM?PfrM$;tuE0>rUGfE}xN1x+yr=HMzs!
zrvsVW5VsBo#v<n5DaOGqF;IncC=Y(Gg}6B71q{=PX-gTE<Gagm#mq6F55vedvZf5y
z>Y@IaGfqzG?l0OT67*%;Ux%iWG<|14Cb}t!9+t5+tJ)W_A-tRa1dE6><^P5f3_y*y
zgWuV+(Q-d%XneCEcKpU|LjvE5gbVJIuFG}!vJ;F-xNC@Qm(qGUd@8q$f<A{uhQrJ#
z&+r{jZxVh$ab%J~G8utrrXJ^ld<0QykujDw9qDo+P@e<08ky?dwG^75w!lUqYz_^B
z+u#ahQi2@74~(1GzFY0i#;m=jToLe^gbE5YW4rF*pv>MPN%Txvp6?}tt{$H^_x347
zi}As-fp!Hnv<kbhtBX?5(8^fF$Z@&&HP%+vf#}R05Z{B`DyF8Ws|JO$IO#{>nut+v
z+XOW30L7zGuDDqU1d1tVxW+9UIl6NsFq7JWmk&vH*u0O_Mpad{z}Nz<{*IJ{Hj1_h
zEa@2EE4YDo38Ny(ZoYCRiWNePXiidNECC%ZHDsnN4eOW~+txiH^#Q&qikn|c{StIS
zy}iteiTh)H1*@+5W@FR<4sf%Mw%<;OB!~K6UF<v0TK)nr^2P4b3#lna4k~4nK@+A9
zY@!qRy0z^u+IylN%KLZNZ}<_#ondu6TPbV^eQeMpx?e1~#utSlhmP@Apu~k9hve0K
z%~OETY+$9r!imC;Ll62Q0WU#lFvI<=Hq><6CxDkOkVc_lvcdaM<`RMb-iss$;c;YS
z{dfSp^c8Lo3fPYeR2@b4zxM`GZx9Iraosn-OQJ9?{=j~OpcXMU|Gifl%OCtOfAI2m
zJK$@8Z>TWeb|LwolLkemc>R0k3k|UODw5aZf4(CMuy6IjuPy&RS5W}?8q-lVP3Ql1
zmXCP>`aiNECkw1X2g7F|%eUQ<clFHUKcBrpCvU8cut%1ax2dD8O;2U=al3Q7n@_yx
zdqCK#7s7z8@L6k4|MBmyTyz7ww!a&5VopbnZ92Fz7cR{`#z~e*U>tH(-(O?LNa|xT
zvaq1GN7w&{B7*1Z6doLbd~;v~t8A8>I3HiqPNi44&O4y%_3-8SvC8q~hsWa+&?xEQ
zck|?A-RW^P1A0fP4vd*|zhUtkf1M)n_|u-PPO>qIf$?KOkFWDi`{ib|C&5Cjij)~0
zayxX%vi?yw)Kc=y&l7GB8w?o!IrM)F`m{U%fpReMv@ex_Qyd_w>L`G%UmwVl9vyv`
z_>CoGMT27gR8Ziwww7y!g`GV+WAkILx`w&&Z~NQNsnjMq(#(&?Nl8Y&Jk{;?j&`Pd
z7{|7s5^h?Bcba1D-L%dZj||e}R%_1utY#u3$Gx9Vzn%N2tqAZ!hrH(e4)1)8*@9ZE
z8bA7ax|$D_)0XVBOv8zYBpHvX<mcBFmBd)985RYM-S|6;Se<<cXfXx`)xS_SbY0!u
z-T5=9Tjr#Q_7&}TwESKfP>us9+!HZsihjKxpI>9i*Un{6B&J+&;cLogtrT08>J}9g
zeX|MkD^rz^r>=@#LqIx_;LKX1{9UcIWyOCHv(1Cv(ead|3WV<bi<izl<;5&U_nYXK
zjRI`f^)HQ@MKQ-dW)dItqc2F#an14FNA`kRmxp(1J<2-AZ*x9UP}q1l7)_tgYq2nt
ztWjq~pf{P8w{BNeoG)__!Gw9+#_O^s$HhryL7VOfdR!Hnc6mQ=w}+bpBL@Jsj0L;i
z>;${35FP<UZp(2|ad4<g0I~8Q_o$ed1U9Akv@|AuAhDln6$@zQd~dbd;J-N-0Wh!1
zkF&G0ikvI~KiXPb6}v-%gB@LgHq_yL^<qxb)2S&9-s|gYCa072E+ezDsr)+t7pZLw
z4i8UB0&~q6IXD!)Jp)hGMN=|7t~NW-)Y6<E9!gc6=|;PwyJ%hM>_4Jf87~}qpPp8|
z3<Q-uKYUQrl(A#P)hO@G#FI$i%waxnksw<4Hrc5*IHr;eojFB<Ex-uE7r=P3b|G8&
zdVD7P_zNqr%fMjO+3f3K9RE@Xio*(7R({+6=2`kb|0mBX150Ks7{)J#U+5nGS`*pk
zt(lt>yK1sW`?1PP9zZB{zujjM>3XkDjPV<v_s$H(BOY%6ZJ^0W4KC8*mtR6DD-<+8
zKY#cHz~-swQmueSRz5zye8W#@)Ikl+)2k~h?@ZFzf$pJ`)6>-&6WG)6a1`8J)}_o2
zpz4DEz74RWBc5hvW&%)qa>J1*bqOi{Z#R@Fmu?n6wrK4zf;VGcOSn&Y1JY$lVPW7m
zetSlJDXDoi;dP`kUzsuIjNRPEMtmyTcg$6__gx~xtXHsz=!PxM@UJG8JC!1Vnnp(B
z8r_TC-Q8+BXj3|can!JFT1d92`I6{%&8s9C+I4?&Y%8qDMFRsz^bsS{5lcB02ktSY
zU1FlMCv(^$tP0J)XO@3zlaVSYwe}a)6S}zHfxR(NArx%Ni<#=xSs%_xk2a9XX-~X@
zFK7cr{tWWUpf4u(zRrRfOn66V!EJ?PIK;1nfQNzomG^<yh@u}_5f7eKW^7yYQp%MR
zMc((`iOFeF{*}Yv$aVOGrnuJcSD!^p&dvtNJL;EOYj^``A0TfqDD;b8)D;Z&E~Ew%
z16Rrd7;Zo>ll&jv^rNw{`+ZH0eBMkX)|6!@DhdiME>9bXG@|do6=+!lgQ4XEFX`#&
z9WgTA=Iv5_nDM9ODzXV)4kkbB)BU0VU0tc{%OY-NLDfc|zqx7RA<dDNv^)bogoj0?
zm?Q9>7=|GU(8#X{Kc0PPlt?O#EkK&Pk-=-sim*!M+?kBOFDADvfJ6kw#Niou`D!=$
zHJapP`bs{)Y`U*=RCN%iBn+F%k`2XbAqM{z<P#Q`=}y!1Io4re*_2_)upc@s<mTih
z?uOjtUsdwrWjONPBJR!-ORuZ3*tP#LZ$p+?Sg+h6MI|-;z?j9aCk!7OgD&2=j5=ht
zz7L6U^tA4ZbYPQC2=!BZ_=2*PuMM>vD-#YCXF#^lc!7z9*nm1_`qqx=FZo%BBu(OP
z`Ee352Ug7#H0e;3WwJ<B_8h9@sxfq3<%e$~u%B`bGInNRU2wG2j*#{TD@O%Gz4@Z$
z1e7tExNCMhKFcuDadV0yyQ>oim7Vzi%$?4gWcsAtE%CXWMh`EG8mvvFfvq$3;aCnf
zd|L)^9uVs4vEPJ}ad8S?F!P0gH{Xoy@%0`zAyH`|X)dzT#4mR5tI-u9XID$&Jbn#@
zp-Y@fmcq8fcKD;Q<v)cyK&J&_E|Z6D>bmxgTS(1eHfkP5dcKUO%8e2|EbZ$X)3?q$
zuywq+lu7;D>1Hz+n8&edNCW%6mF24NPr21lWOCFxFNz0Ky8^#bKxUd$9*34YQPxd-
zPQHi`Y=H(;p3n0i*ZZ9Mw^B(uG%1TvTExfs#`f26CZ96GQJjAEFm7av)}A3nfs-KD
zKgdU*Yh$SdczFX`-&X4!DFSx@V{BvN-N65*9H#)~z%K+SNBK~L-|K}jss*C!&hovU
zP2T_H8$)t$ls$UC<$08&QCTxv^APdLNY1OV$7n$^SH5qb^q*9G8Sh$A&A8&YQG&IN
zRC*5NA5$yK&F@xC0juY#Me5nGE<E*Jp(KjIE?f98kvO8;$v7|1%^_4ARN)l8|AzMp
z6dmo&&Ec}8qUyJX>aE7FyeqFh9zmuGD^Zx7P?VEA<h0*2P%_$-ytm-$Qw{!`A$oJe
zYlw1AwdsG?=M`L!q}?>t8$Qv%+<zaiKi5|@JmJQ8%pE(V$ESGigwa?c7|BqpJIZGP
zVyzA(`$Gp-NO<d7T7f^vG6gKl>dgGoH%17gCYD^uKlDV#lnA2fZQ!wcX&F`jk0E@D
zGM_zdey}Sk`c*Eih8T>ILKd~|KfQmtdMWam)N>4ts=?@U8k2J0H)~&8DU;ulPtlwI
zizL(s0VKg*{0RFhR+lhtDrC2#l3vuE%A)U#XraS~!-C{4mmVtNU;`QPbfQlpC!8RT
zj=8Uh(^i`J0)vTb99a>`$0;F#Uk>3CdnH1ua*?ry-F*Nm;fTd*7E51V%6ao$^mhYm
zjSUlolMUDtdu-ye9Z2B>sJwZFAH*u8sxU~u4or*x$%3v;w>Uu2FV_ttyL?9CoU9CO
zDf2-Kw|eX^(1(kKf@PR|cg*DcA={w&;Q=wGOpdY^yOvavuuZHVk-7oM8u_$F^sv$;
zC;d$yQtXP%tF{eG@+j;Gm6mePpvTBl+V*&f6DiA#u*XjLyRf-yuOIy|uUbEF=*?SY
zWjZ~TI6N1{kU|1@7TeTVDOl<HHv#O7sTNsVR^hKU<9tc&zkGxdsORO-avD}-U8xLI
zZm4Ev8BsZMo{CI1Je;i;VAQl4OVanlbk?GTWF$eL=ds05U!c$gs1&KE!AWG&B#iA7
zNZz$$39y=-x&2pt>9=zqap4#P5nfWTIKubW#`nKLDnU<%?N<Sw|8TPoG=P+=yS47P
z{yx6O0Uljnw|=eui?aVOy+)Yo7j=g5k1lLrDN?|wSA>m&3t}&w|2-A^86XrTBqk2)
z|7d|M6@cqeh&X=#L;i>I0E1}7y1Ntm%S9w{0bKuoWJ61fjndz}Y`Qi61YO0;V*mBo
z?Y&5&!w_|jg6hi3Nb1dmT`|-<-q!QbuJ`K$k1QTBj*Ri`t5;E{XnsqECF3~)^JFY(
z1S@05ClcZ_bsW`zIV(_=_;BY2HoxL?7m3A%-p<#ytp&V*xc)zt(T8av3nvF;&*KfV
z>h}^Oxkt-$Vp~go7Z*87F+ZLyfo3|pgT<(E8B{GTE#Shi{Bl?eRI5%-?7X_3T-@)0
zfK31sx~u{y?QhpJth<VE$*tR@YC+g*Q$xe7(CbP%5E2K##ce>c$QS)Or3gSje*2{_
z=O6Vy7DhBZ(KU18<Khlp*VWaPVgfP|7ol8t4r$lbZ4)Z*Z$9>Tj;^$M9zpUWgwYE?
zB|5yiw%C<;YQ9l&*tyj6sS|te!5-we6eG^=<1(;YDwV@KHF-(oD5$lD^Y1tx>n(OA
z2Y#!jB>MrnlMT=5@G^q6!saV$KskqP_~JlR*LnNsH~>06btMk`M_T$}J`|4^gT6!x
z9A*}vCtzGw{fBN;G28=OqmJ=6F$u|~AJFysH-6~6;1fO{FK;t`wh~FXVf$An4-b!-
z17Nv<h>)<V>S~VRjrzgMWC>(+f_@;l$oLvSZ0gCH04Wi>tzwF+VaZcIx&=fc9&_m&
zazKSK$u@9j5XbXA>$<@HB9+a`#Kg6lCqCc3FFZPnfwV&~!ZNsDfZ#o)SliQ`NdK{$
zb>$JL)O(DKzpm<I)O_=?`BOiFg*T=-Vq$Dyvc5hKdhTrCabEO1Qr}Y@03yP<;vTx1
zQ<Z>=(3|y{Ms*E4NE6VM?vljA&CSRl&*iA36hWfGiod-ND1e5j<3(aZLdbb^CL0V<
ziHya?-R@iC<QoeMgvWBOt_|<vusMu6Gx?}d+{%guA#YZcST#daR>;QZGIftYqq<#2
zI?vC3xDjAf;>V%bw3)&I*DRTfKgUE38FeD+0S1b9=mcwOBtc^a1&pjK(}ChSM&Bz>
zNIc&?;^JIDZ@RB>P%{)NSvvi$*3s6mioJ?PoyT-eY(TGrqYV5xI6Ab88Ld1T3sQ1<
zV_D&?gv~^9?e|!-Gp6|Dtm*APq-20#{p9AVWqoXHss8)7IOEH2xuQY8`tl<Q?f1FJ
zR-c8J%cwrCt1bIE#CNKzI5Rtjf+a*3Os`f`s!;C$_-f><F@%{n=Xg61F`}LINoVQl
zu1a1mg^*iDvc}>3^HWY#!+lt1EH3OiNd^Muj^C<&OmXzY2$<wO+uAZg*SmFnwZW~&
zkXybVT@NbIW2vva7nw?#PV}AMaw=Ma_&&e~?=fS(|MQlmiUiz9*xc2%zVntQ$q=}i
zLO`(#KqM7Fh9<-MOo1t9R4$gm)FD-TEDkHp&;rz(#;_xqat}a{JAhm)>LX+80n$Lb
zWTOO4R*rHh9)WMa+B*9Ih(IXNbWt-{FXOzJnAncT>fCH``fAJ?9H6C0Uuy_d|M%W~
zu>oQ)$;V`Wep~AD>!PMRh2(ngoopC;!!T<c2@Oig^T!!AJ4&T9PGG_^<cC|vD_&n+
z@jI+lPBMva@IX%)e<2nO4h-;i1%k2sW9VIJ@6d^bd3ZE^3Np=aAV9>+*p@$jXMTRZ
zf8FytMA(E&ZYlnp)0I@8r186JE_!umgkUqORzOe1u@K<nGQr4XwIMb(jaSoZSO=GJ
z!VJ7PX_7sGdNhM~S*K$ke18;XNQDd(r@bJlCf`b;U+e<}BILKRbztHf0|$^<2!E0K
zQz10Y9)B;<2AAG#G<6{MHSwPft0nWKciyMR<J#-Ox|jk*Q?l`jt3NQ4Ap%IUQJLum
zxQbE;V><mvsBsV5<jGVf_++B5fc}g<uf}kC)q*Ce_Dog5jZPDR8=&E<fQ~DxfJZ%(
zZiB=~%5)YSa=8f*&WTtq_$9_C3#I42*5!4dF5L_=z1-Asra7tQ_FM{2p&f*D&`m(h
z+k?Jx&*D0QfY;v?baPn;=0rglcLGM|Bnf;~d*CPbK$Ky4lg~@08$itf;1YM)EAf_9
zKdESFXf80UNk-KGHpXfxOn{HiJXDBARq;(-T^*W9>ig)#-k#-A;1>e>@J?gv#J+|1
zBEaA@MfcqzJ8Ns1$cBc7NI4Ix*m)D^ZV9hDR$*ba0DD=cFwCKj%uLcy>E0k8E}1Re
zf`WobMxCUG9C07w3?R)c@E0Z5nDmCSvhsVW+Im3t9J^8`d1TcRlreN{pe}M8)+S~g
zB)r5#oCu@>^#931G}w^*@I~6VZ}oT|EANfbA_GA0W5z*0rTcd`$~Ot;w}5jRNoxq%
zl^aWjmXi~`e!@6Y5gD3he>`V@hQJ`GCOmLOaTLtgHE7j&dC>D?%KVK+kiX+ZoH&~J
z1v!aZyzU-TR9RZcP9P>9uGDbv3<+@-HIWQXHc^fz6dO;3)`Wl5?lMrzQj?^x`Nm6|
znd<59KtX2rQ}s`L3)O%if1c^vw%EqIlUUJ}!6~(AtZEl&f;uRzsklV$H-)CgL9Err
z#<qj#tcZCg<rS~upm$%s_A!N`Vq5mcCxg`(X2mX)IX3cBjA==iSV<>3g>Y<?Srx*g
zr3_7D0HT;Y5sMg7B8i>T@N+VVQhxi5{7w%x<+?NnBIO8L6|s$h^A?bYOEP9?vFdbA
zId~P+DtM&}OWoEC{8%*or4r0SvBeHtoYx~_saK#9&5n+a*f4s&YvO1*%_J?XYC@26
zaK~i3&m;d+!4DiCY-5kHn|(EsDoHSJs`Y0&7{vuvgPJc=NF_f5h3|z}V9n+dCqs}6
z`l;E>H&e5-`>lA1qP@Itf|_Ob?h<hY;M6x5MlG9)bXzd%3>Y+S`&>SMrZ&d`=Q!4x
zn#A~HBB0A9NhQd>B~TYG-of+2w;k*Z&BD^_Zhjclt%Mhbx7y-abk0vWTT>YRgAZ%g
z8>HR_mFdK{>L%>G(c2-!!#-p_DQY2{VMZJBZs#teARqUatxu2oFs-W2O{{-hT=&{d
z5OY1VC!fiiRExJi+{!CM(neIYrBmO|et7z!A7Ux+|1kHKL2<6_nl`SDySo!;+}#Q8
zB#_|l?iSpFySs(p79e=AAPK<&!6jILkf4FNS!=y}_Pb}-)b~}*R1H6<qNt{UhVJ`0
zuH!r}77mCxgUx3M6jC5bI{Ak_`O~m;#u*H}c^(72_OI8J#F7dVNo4Gksr&R^5a#w!
zsl0Y!XyrCPb~aD(yoa9L>us9LZ`md&Y#v#L7%jUNB9kh(PuI6=cO}=|*5A7{D<>Kw
z>etUWpaj{8wR$EMMmD7F9X$_+c{@Oyv<Em7n4G+ce_ELp=>_dqLb)Cb$c)<5S}rrK
zkeBHmPa`5IO<HWTJ@MlGmK5m6b@pXmKqcLeB8x995Bt8;|FXVmrq944B`@OcTCYTH
z;5B9h+<?O93(2imhhmK>xXf@`ukfqtbd=5xF2XpjO|TRXE~mJv$&Dc<jbn@?>kqn4
zOuNOe-4HUCO6sq&OsP<)aUEv7Y8wG@*+nQ%Ec2O&98z2Ng5&5jGt4^QZ7Xi|@jm4~
zH?o`T9{^x|?5<!$&6j3WaWsIV2|&b1LDgo{AjACL!!uP^7DBzoYt1?TtLOKN<TE58
z=nb?}WUUoV67$Gice4);m4;$0bZIz_6*V>oi7$MsT)>r1sjMWif5Yd=Li}_1;sdPf
zOsWOk);b3<qAmP>+|hcld|Q1gTsTH;GgN{@tVFVmU2Gz;jpTL2v*u=x<m9TPPHafO
zVS*FIstHhl+)(?H0%iAisFA%^qwSC**DLEt;I*6mdLa(+vCbtZD2APQ<*2{6Ec9IH
zs-3BSnQ09+nlbSY)SQq$IjkE{cQ`zQp$w7<r6EohO^v+3^H(~Tg{Tk>gsLb?U8|8l
z#YfX^I)S#NSnn*-K4)WLLq6Hx4~b^BnII8BZfljtPJYsyv~(`z;W1>zTw~yVh6*l}
z=HY!<#ryKSXp*$6Xu1IO@l3;1@0B_-5+ps+fRi!s_CyU}nh#Ca$Gd9gaWP@Pw8n>j
z_oW+HStaX<2Bzi`OYGj&SE%n2R|;SFioPH%-$wbNDOmn-ByUzXJ_5r8;#E4@$`?ty
zuA&^b;PkrRHZ4FGbanMR>=2T9nb2Q6cY?fgU+YMwePUg0{59Gloi#*5yW9fjotQk%
zt6ZD-ooCpLgw><L$JLmM2A%b}@Xfz6rmLiW$bE!2PsKusQlY$MXN!**#1~$nnN%VQ
zwvQ9-4@E<Qrc7&xnc!<_l#XlIdl71L4{T8t)BJ4ErG?ji;q}DC;-QrG$#j{VG3G+T
z4FCNhtlNUy3OJ6=9Xn$twy%+IyxzX%hTfU1*Q%j2+0&-3aK~l)VWW^3o9xC4(3e@E
z#Ar6lX-6nz>f(N_aY*X+^!832b_AO#5=VT_KO8eCu|o24b3qlZRqdB>4y6$-<4icd
z-_@a8uWI@?RSpK}Ga408pHNDBmz8SpB21tS<a1WN7H&AKoGB9VrfG~MJMAuc6)K}?
zX|o_rt(7dnMx8BGm#AuPB2P1>FaY+t+Ybts*3$Mz)1O|U4%Bh_oM4)&+12&6w=p?b
zbVw;_MsQ==<0ZolH}f>)-aLDbNzV;sx42dQE}632h8!@j9?j4ITY2T;PTgCV8gX!s
zsWR|^QeQ*3%sR5ObA)BJvlP93agy}a0TrTTWfv@yh+jaMf5a}6IJ8u0x~NDl>UnvE
zGcg&+{LIsbBCN}YE71-oQpS}}sAr^^ica;tj_m=~!n%?-N)`g;tBVG9A>6EN8tHu5
z0w1VZk&TQTk&{Am*Osdi{ajAI93GuZ-S}(_jeWEv<|OXcd0G6O<MX?Ea-YZ-m<t%~
zjy_%J*-x8ASzuGbqTSm4S#gpsloZjk4NsiraGxQ4S+Ndt@6*}V$?2?^F0(4&es{fx
zq*ZFgrpC;|5_-eV<MB0vevlvye=gY>g&w=wHitY#C(#bKo#t|q8p8&=eKv+P?yGK9
zbwkmY%4VK>A6#Vn*laTmW+EC9*L_8|qR$ddE~Tkh><rkP_fNHr(?r3E5WL)*A)}>J
zh#8ncj)dtDb(2nE*XUtQ-`E$cjcln1;-br5lq*JTf{G#BIVyCmI%!!?g@VyO&2fjP
zrZoJoL$N$azsR|<)|ZLR=)3WWplcd+3Jo|g*t@;1@4ZE#d9F{qY$fY9E9rfLv>7S(
zjc}QZI$Xa{vGByhG_7x@eyK8YmM_KZmPJ~vh1^pJmrpy{Bmo1H=uBun)cRMdXlymp
zxl+AKWQ9^JsYj;KlGsyP1qGWG0!C-^_Z=O?kseqb9%i(6Qi09C%gjxamIV#F3^lfH
zejSc#pJlVpnQ+lnm)aR?b)!{GAIo*^n+o9}k*Z^u_az2RF~G|d>%jXYPW(BImOlQ{
za>uqh<MR@(I7*X9bJ&-#E^|F+N)=^0XnT837*2teZFt4!N;>|0ctDU1J~iR_5=~3!
z0D5Sy_c?=1$T8%>iQ!lN>{G&Cti2scFt`g68o1E>d&=k=4Tg}uKAPQ60c_}F3j-hN
zZ%f}o0elGkzw<d5$fSh(@2J0~mZvCXSfR}4mqIT1+%Hc4np}QL0N;WK-O=&iGf!qf
zN)%|ecK#lDuA=xLsR;~x>;3E2(b9mF{GYfXz(wT03OW$c2~Wj8d%WBG=e{$E0do>O
zu)Ii5PX`mmrf%#00{Kh6<;;WIdy&%JlYJckM;y-n7dR3(``^G3^@(@IXI{gNY)Eto
zzYHlp^I(<cdFOXZ2+3SB33u2TX<v#hM4>x_tI99;cZwYaqxS)N^))r13i#`9_1B=4
z$<o^T_3P=(c77@`zYFb!%?B~C$7*tNGN7-ys><faw;oOB+C7RP(D3H=a%JV~*SKxa
zXk0v{uBL`-435zIOV&i2Z~W6QkH3D1J1U**nhN1}?s@$QGFq4u+KBfbU}UB9_4b7G
zu3V1+xz+vh^J|am>!x$6Afuadf%B_6@g+(Z&y!$jWr>@Pi;onUrIA6O6cs*L_igC-
zs;Bi^CvP23XQabZtby_1efs;o+GCE0`apNkVJXDdzS7*>)@kSTcCy4Na_hVYjgwP6
z=<cdSE-nK!$!yL_<(h+yKtIFxPi60C47z<9mo>Wu4kPa22ofnokZd%Wje)DFe|vM|
zAgeS!F`>H2KQb~h!^y$n74gy}Hy!;JRLDK+@#8CpSq>56<;52cKZF<;9cr}7n#Mwo
zdMm&2(Sll|7NwpS{_Qrq{nkpl^7Fb`d-JO?Ar(Qfu%oF|4|!R|B6EAsP>!>lX!3r?
z?GSAL)PxtaEn74-_50+&V|Ni^1i1rDWbFF-Js9(iF)x1122x&Kh%ZLrpB-fOsQWox
zk;~}z=2}0w_uF5J$2qe#+*2Ro;)Yv++zsQuSl#I?*$wt&wY!4)X;jaP%gfwtU%sh4
zq2_?=b7myQTtt}#b)^!pzOqCmkOtN*{cK*ZzPnp=rMA94k=tpi?s@ykdjBg;J6PXX
z2>Jfby~<x$WX|4RjolMz<O&R3gMlAxwjMSTbR~t?UGI+aB3P`{OWTXd&INspGWTVx
zQlGGMLP>**I^InHP~MuH_qmR>Rr-*_*L>esbvq_;WDl>te_^PUFEuX0VI(uEIWIhl
z3(o9xJTI@JKaVh4DMpre(l_h&GQ_mJ@!wt(XYb^}<?QZz3iY*}pvL(99Y_Ec@xWNV
zS|duQefU^Y^I)JE%9z*r-JvqlCs4-mp-1UPUWml|;%5}`)!?f_$8oQhT^x(4g4#24
z4`8GT1WOHbZWuw_uF~cM*>~p$?cRL2y~G_=zA(`5YJyI`bEDfxOsU2F-QSvP^cPeg
zdCJgWbBz1n=3MbyflKRoc8&yIA_}LSSbguZ^7yTrr0yq3UY#Y4jkClZm6ZyH`+xHf
zE`qpWu)RfQw=N#PYu=#;)CbDTBT)!3TduqhrrH6+$_8EQ%Y^?4K=SMA>U;|2;(*qE
zz=7bFJ8O(27<@09bIw02V36Fyf1gCsP;KoIKl2T&Yd1Be!T8jvATyj#LLRS9o(O~n
z#c1cDM0!^F5du<=J?d<oqZpcK=cuSCss!u@J7;HWd}87)P*bUMKNb`WhP4<N7`*&W
zD~bhm%@zfa7SlnbB6-Ej<>hBuPV6o<Z{A=irKO(r<0ituzkKI~p-n(QFqUt6jK|HS
zme*Hyon&&~NKFAz8JW;o4QO)*u9*1O=?__aC1Dx@SrabovI?x8B}a_fufHSt7a7g*
zO5VQ7&wLaBbcjREA3CZrgCaLr2Hk#V7V3xxTuqlUtU`oE`Ts1u`Sr+0`XK)cAMsN7
z!5s7{L>OEq+&A>fQ_?D+Fr?rOOt*}&ntJ{_A7S}zrV&BpxTr+rxc3d442~pv=TG2A
zgWLHq>3#G|8<_zY>H-;Y?ax>;`H%=4Y@OiIn)ty{T14tJyJRNU$mpsrwn;D#FAn)k
zfjA(fwen<H^rioE{bSDOo3?FotRJLjGjP&KlFbB>-rokf>dC!Lq9RY^6cBdFvX6yp
z39dRF*--d}(Xo($#PF@KMk4AVHgp4dKdg(Pz3fpnc$XL--xoFMS5?&8E6&4{I)?H(
z=DCf`XpIRpnMPnAUEa>giGz);^qmb}jx=6|ykWem@g=CgL&2gDmTfuOu^lwYSp`vn
z+?<;g3PSlka6~Fji6NCQ(iV=q8DTcq!k5!0WmZ>FsY);x@j8->rm)HA5JdmMLN-)u
zz>c(4EQu<>E1%~2`UQfbhmCY3)Wrs+Da0^fR}cV}B@ts2lYFgExIV7v8B)P%0;xjy
zKuqNio}Qk(A<4|!^oPb(shYu(ixx#;VQ>T1!~O0-aB6PW#EI#de6;H_bIf313V2AH
z1LJNVZGv;J_Gy9w6=Tk>^PE>!CuF0DE|4@}T`Ywv#en-csWuPR7%Gh&aflzHc94z7
z!SQN>4R`g2N=nIz?Gfck6Z31Y>t!+gnW&s~G}I-Jt*;8m&xZ;xM>hG~<IV9{D_YQP
zWdc!Xd^?iMi!12Vq-GM?CDS3w^Evcd$pz9G`lpe67RY8%cF-?hf~k-gg}XQL@e#g4
z&6Fl2t5OdruPTUKW}iZFF&zmpZ6rE@i5!x`P7lX%P9J408(@WZwh>DB&Mto7!<(S+
zk|%WRV#Kqa)ekKc)GjM9ge%maD~_LOfAAgXd%b&O{ZfOiI3~{&YMD+eW5wWC=ExlF
zBiEM1bCkf??z4DW<D*D~Yr-o;S)M>**W4}_%1g|MPe2zH{;_Fp4xL7{kLIBP^<~73
z*WvsV4+BnWB^GZFkLWw_y32-^Vrg0CFxV*H#!f>%!F)yc0&S>Dnq!X1GR0Ake7<@H
z+hQYm;f&MrzQY1i$6F9vOT0+RJ=GrF)6$a0KNEA@$s&I+6>U_c!Su$zh^AwbO4M{^
zeqN76X)|7z#)t}T<k%YMxi>MuqEuVSm7$w#qK81x4Joo{S`HoF3$ZHCk}n95m#dt6
z$YHg@aceE+_G&PordJ4|Hs9gD$!9$bUE!WGN>5UHbHEYw><zrQRMbWMwG#j!X@(0J
z<cxX$#y@gtOJIs^>(D*h@$%z0sgl#VX!^$;sg+M4GI*F)jo4@%UA3%cS<F>yZ{9>Q
zwc@Av@KkNb*u0a+{d%$%38#4$#Wwou%Rsp66GBat{hO)&_FcwqWj!R{CW##@j4?{1
z8toG9z(IHb|5}v3Z0B~Q@n;v*vb=~`I}%qjBU=ttS$WaYNwFob%Gr*|J_0g8T2;>2
z_>?L2;Fq223HwPhVJ@@qKrxG(<J|g7U+Cvb^{>%r3ge-~x;~BX^lRXoT~RP-Oki(k
zC}x2au!@5Oo>!SuktVp{P>U=kWc!rR>1SY&+c78oh8QZ2=s+thUVdZk?hQ87Ndiny
zCj3_;<7K&^F|`TjWstf&p7vrYaf`&%IIT!aZfVAa+mWndl<cfiq-<y_Tx&7P@7dFW
zRUNHykH-2Rt(UQNlH=_2WrV>sCHCyHI5G^Fc}#1ibUH;^Ogc&$bG(Y%iJ9MqFbq)=
zbm&Vzwvx0XjpzoCzQ4P=kIqPcvuBn^YXG<8c}9vA6Y<DAXf~Umn%FO&h%9HUkoXR>
z%6Aus)V@>vw6EENz?aoP8Wzxv`9O`C(`gDGfRbgjaX>t@oEo_#LL*vj3!n|E7UX!H
zQln+27RvN_qIvSJFi!MOJoebfbBdK&mcG?=*|#|ST;R1ec>dfOaE}4(_{U`weXm>$
zG!p+*tw|_po5ld^C;TQ7b6!?2jnsioy*|!$8^6R-0TU0W+v2z7%BX60cyCDqZWOzQ
z1tT(&0JSoNCIr`*o(qXE6>Rl}S7kWWf%0OLVUU}!^#}6y!I~0M+pUMv7*&0l{euaG
zR;GQn6I0!USQ)~?i+5zK0u}wp3$>+`*kF=z2Mm4hQgb;Y68@aR{2K)6G4Re6Qrk%5
zCv$hGAx1ZbKKFhRzgA(oHomfO@zAfp@E;_EQRx*`$8aPCG3uWTvccl*5gEh0axX`^
z6x|vaY1Q-;xuf62auBByt_*t`?Ek<Z9NngnZU&~H4;Y1-ufBB_^6_7XxQuQ$PB#r0
z2&xnhQVet<bA$%Pb~Gp<!V{0}u}DGDM8dYGqVKB7@HCm%IZW;F3$RcH2NU>5N~$oO
zioxR}{WZ<(-rbR}Hg}>g{5KG}y1cH&b|W-*QQ>7Yyl6PYYd#M=S@up{k$&$&1VQ>0
zp%#F;#4UrfDfUSX($$i*INxn$zp}cj%B>WdNy9#tCUFtQ#;kF=!aX;n?xAQY6IhC_
zYlLqicL1M8Jx57l$rT8*ltQD;8hTw_Q3Ai?R*FqgheJ0zdjirG37X_;@(FwdDh=}U
z2~T5a5ZKqV=%Edx58Gn^%@U4BJ7KEWoM#gtysd(9r%`;5)AVA!>^G_A(_+b|cafnn
znXzI}H<w!cSM(2K`Ll?dUD!>BG9`gZK#COj)!N1mXh?wlJO96ENK{w95hIJG)lyW?
z>BmslG^Nn152TFk9|+P853)_2>Wcx9@z~JIF*Mg8pe#mQ4M}AY6YuYl{)tCb6nN05
z66|!d7|m<qFey!HkV;-KD}xDG$kdv*c#zj7NPs~pt=AQXzvUe~KP?kMfDDR>_)t!y
z(1m7`2+S#M#~{-o*`eS&Y<Tge3ck`0nJfr%_0<r<cPS9-qY^-_V5c6c<DX(iK7R)t
zsMcsPrUO<?(h0E+b;czeDOM~xq4Cn*RNuDqr0T?F^eXPNW%_azU5X^E@)(%*J_-7S
zQ?mB+a`}(iLj%V=qn~TAoxY}6>_@1af5zEV87(@I;uLubzm?`&p0rQqCfZNkV<XwH
zZ2y$Xtt}Ro=8#IEsMP;CDFYDbcV>u_-N`0ABNt)mdBZ~xZ_sqbU@G?hK!-~)m#=DB
z;Rx*EHxuFFp~ZsQ=fKOO2Xn<UMP4>K8%Ed2=7Z7wdaRh=3`)tNrCoID7VFHGPR?B3
zKI=56p=zaFic>4^g#@QmRO+p)vj_B@5|h%C=Q<Vi*8;;eqSzpgJhYuQ;6Z?Q9i((d
zKPJW=s8ugh_wIr!o7gNIX%A+tkbLrY`FvIu^6tb?#Ixni(-fqveP>B~L)?$oF0mFV
zH&EZLx~T>}d2PGXPjxpHl731Gf}iPG__Z!SLSDQN%75l<!Y-<y$kI1gLK?3~m|t~W
zMpNYcdQdKbAgNh7EagBnRQq@8N>;w&ddQtBO-u3$i9G$Kp29V@9m0kYHxz&TK5egK
z1?x3)$3qj}xH_i*!V61cU8wJ;;9l#Q>&VAme##Ywm*of+$m)I?ddhPuQ5JegR{my|
zQ8P$r-(4oZUZBv^_8rJX<TZJ1vT&ZEbVonB51eKi->m=AGESwb*GaA-I#j+XfsfbA
zW&3zepZXdGYCNJ5^iaShh&H)>nI6$dCN7XjICm_6N%;b$gcAWs8ZV<Kw(}p&?ib2{
zS-eln{DQm#h(<RyU=~3%9I4))fb8MJf^!PF(|Vytl?D(7xI-BDpKoXX{B3}X!hM&a
zwi7!2e}{(L|9_()KK-<uT^MpH3!J@;Jsaw|hZomBce~6PeujPZ^}qcP_3ZbKXGB-R
zsS;g2&<{Pn9DA2S#N+N{mp)3=y@i$OiOtE>_#7lw`g=+d<>->h`e^ln1#|gJ@WbU{
zjm(>Jn+;1Xp!{w;Iuv5U863ubU=ug6C#)eZ0Rf_N=s?00^FGO|%}Y=BJYDbaL*G%Q
zA&dia>U4dWud~a`cGiXFuiCr7eESR_5lwMX+cHZ_OQ0si4ba%7;qNFUk}tJ6k`W)g
z8HdALl;P~@c_ZF=R%vB2DW81G^x^HJt_@Tce%`-@5#oDfB%a{oHvwID0fyHg6!r&5
z=K*?!4(%t?wXh0*_P4;^wDC};1P_k@ByzR%OIeZt!fTK!bGbda9fnK#;rxX8ZhY;h
z^J+dy)-cAl`pwkkd0Rg{5f^l5;!i4SFW9HEC;;ZNA|n0(h}cO?3_07{_A9=8`I2?!
z&9hcCTo=AG)5nf;osehd=5!<a^+ugwgZ9m*T^k!4mnWi`zd=DeP@;`qyrAT}NtJ)x
z;Lh+gLv{n3PdV02k1M`;9Zj+|l-E^IZ<{`Ikb(nb7uU3ZcoCt#!(BdX7XF8iK=P73
z)5mfZ5f7N9snvt-+|43SGz#r$phGKn;i18e-C+UZb{$L!_#*5oS*nLLEw?{Z<rBEM
zeuXe_zNIN2bCOqFO*N9$_9q|(eb{E0l)@gPVXMv7SSeulQP#E++41qQ0Wl?|S~*?7
z(~3R2CPEFUN*Ubu=x^6+Q~TEJgy>g4a&jhqZ*S9!W`u_p@@nO&b6p2yKvPQ-cEF(z
z_#vX{1VVC1YMYK`+0xzHdNggjLn$iXVBmQO->v?5C^di>%`9RWC(R~PE_h=0A0E{S
zSbCQrl|OjcUT+Ls6^c3H|HDF3&-?!NL-Js?01Md$EF{_^@xMnQr@`&>so9(>U&Ddu
zA8BEb1ER1y&r=k?f)MQSAnx%Ji+JBQ2)XeFz3ZxJ@q{*4-TG7EKirmRZNE3v{YAyb
zIuo8Pke{&E7yuLzHnaq{^W@5nm!ZEnum#2Md|XLnLXZ}5i5RFc#woYQKjOr1j*T2$
zmBf&Dq&;EchT0Wfe(PndUuY*HZ0dl?=a~N|<ot?vWtK>99D#n&)!HvOSfW}J9I*BE
ziOTvB!Z)c2(a`B@TZFiIc!rZuypNX|Xh`P3`mXPYI5dWhX2X4bk~W+~Pa;iz9xA7}
zhY|bO*eDviz&j@lR-25HxQYIm?jIH9e3|I{=iuOAG|$wb6-33ctoa25CZ78l1B-+I
zdo)&4bMQluoZot1DERwpa#v8RXUpCH{PZuu<MQGHn@Hm9iG;*Ut5n(Xny5W3Hda=!
zo{HzyCz$7?SCaVT)ZGAapvr_MxM^j`yf<zctCG~(pr#@xpPZQZtll})6)!r6Ip6_>
zLi!lJe=ez6aTOl#nV(v?Az3X;do1bp;PYh9s@ws^X6prr)gHHdy{NZ)53g;Ckoae-
zLima#vJx_}1k4*$0`e!{t!6eFZFj{7Kr&>8{q7n>Za2scNH=25^`AZ39{<n`RCltQ
zs-kh3ZIohJE!nH=-|zf$O+2Oh?m?gf8GW-tCr1&t`bs&1Xq^2*OyB(}2Fe>6egtmp
zx!c>EM)}SVGr^PD$Z#5Y(WuWA6;zSJB%XW>m2t)S#6JGh%$8omU;M4_2H~GD<LS$N
zrT9(p?8=4uM9FIpcn0g%_y(BLB*dq);h(SwzU}YF$Xvc_{ld<b)ETLGauDZ}@rmKi
z{DJ^Q%IE`v#S8aZQn*lGW;Iqvz3(vRvamG6u*_jAo*o`)q;vzo#4w<3$rQon$>AOa
zWedgB6dmC#X9cy@ZQTQc2#6AWkofY>>9%}+c~AntH838=6A-tN{<XQt#2OfQ4I~cn
z_Z6zS!XhF&V3N<#qC%9_TwPsVR0I=2A>uWIC}FG3Y1urvDg7)uik6wUsij3n1ruIo
zy#=+qx3{1?_C-WQL=!dv%h|FnH5z$e2Om^TLqkm5JYg8I27<^xr?f%%OO@!WD>ln-
z*o;~w6eFj3ZNWl$IXT2vxPs%F72rtOj%Mn(q%s*QM+y?q>twIRYg9;?=>4QIAsbNB
za&?*1%)D6ojLD3Vxk(vCn35NsCHa1c^O5qE-@dIzGj8*X|AKkOD4-{dL1vGSf`E7t
z+*X$-qK(^x{Gt6dW?Qtxj|5e^e_0&-b5YnSQDlascETrSdjZFeh9RsZX?1)`WgIWZ
z*ub@W6MW;KN!BJK(ccyaA-=20KfnU~7{v+sGkv-d8cR`=d5usx!QeGt5+o$Y44Nj7
z0b~n3^18;f4jfyXqb&)dQ7?pW>V1T!HZ0Ac-Xb^UOch=f`nh0Nits_h6E7}-FS|_J
zeRcFW<uK^0H2wJam7SBT%xOYoUnVHj%KGObFFa<v^^is!wdJW8=j_aO@VliG{n@E}
z_{798tZ7XJ`R6VyDT)V_@G~A{c5S4)tCj{eR~WXL%Fwo|Ij8h>b!p0G5`dI3KqDcG
z0&kun@9fOU&RSE(`HC?HAJN>TEAHDHnp;{g`JoMF6TEy2h0+tvHJ|cYkSakUWf%UW
z!&2SVbpsOOdJ!fpTo$+(6{CGI6sjrUy}$bw!r>18&{I9+UHmbc_=O;Me58tvAaE>A
zsbur3BIv_v5C|+DuZw+Q0B4D7wM6t6ryzOc6xiQ1Jc%UU%!gv_C!t9j>V@&EW_zxN
z@K^iO$IR`pkzhfgBZk}!hE#DsFlJ}Dw-eopPrOP}7d5Fh*CN|SR3YR-_Y;^i)!QYm
za+Tn6ef0Vx-dQJEG7YLxiQ#~&y#kVPS}JEf`7;x@{yZlX`p^bgJPk-4i^DZ^rR3Gp
zI7^4(Bx7;bXJPqYZc(pz;hu)LhSgd*E`=x3hi;Cdy6%FlK{Mx--^A`YpCawRO-YXi
zXk)ME&ZT|EM<b3N1R-RMvAwZWrdbk_n9K%2S=po~LC;!c#X)pNp58a3A_K<UWC5=~
zg<eaI!P+GDppH~fUT@k(vyV|YTNr+V(K36;rG=K7iGYcNg+8cqv@heb3&SwZ%tVWY
zYznMHb&?5R=WcMDT8Ru|6nytAh3j!iN&vbL^c~KC{tSu|DZmnA=1Y1qL|(6zgieRM
zdO;BE=2X*ftfS0&e{g$KeaBf|8J|mMQ!<r2JrN2)#L#4r()?T$>C%0{=rk&AQ?^;#
zzj1X8<#ECYuaVe(8PvUOXSn3YF~SnYkYr5s_H5Fi3aBwc5Jwkuj1`y#G&woBUv?d&
z{EXy;;;}qoIVResCU@5+!93}B8`Z@x$H}u4mF}_@^z`K5qM#F_lza?)5gT0L^zGZ8
z+a|n<QA0v$baTe-4jLK?irg*w>u&G1OSKzHnwr39CdXBzRwn~LP0}Y1Ug!&!VCqGB
zWL`L{{@WKH)fuKsWXnH{^ht*1J&{NzrFOz}pl6{PMKX1GE>4`BSX7AtmkSpO&!z_}
zR+CJxl_~U{W2Bj!7>ng4Hif6B90elCA^BfJYKJ0=pFC7QJpJHi;x2<*o57T$oE(ZL
zl0zRG%7<5Om1okkf)p-!KPHwxFcRdG^@mf!bRqfnGu!JAPfLjood*5!)oh!&D&NL7
zp7QW^{4^6awGx@ETNwH`5K-|0Ho>J3MFi+8#cOWnf@v$vpWHH*TN4y13=pv?Z7cq>
zl7S-2dj8VC1|C<h{&2U?&kgd3AwURfgpmpxGh6hxp&l`M6pg$$N@kxi47_9U8(a^Y
zbu<6*?m_d{$xH_GaPr|k3M1BwbV=}d4j_6Kt2o-(Xd?t25B@se0Qx~rpCFGQr|&Gi
zFKW0@B)2F+zxwTV*X?yo+AS3{oWOe0T{Xf6=TX_v)&~~B(Fle6&P2`F$k;gCDdlE&
zE*8_pGX+r}Lyj%unP7}RB@GGE;G6oU=jKizWz(!9kCey#z7?DYq+%qxc2us6)%jeI
z14&mvk1y+-PdF`YLkZ`{_0K&y*(3B(e)HE&Mk=$jzqG}R#(IR<*O4^sWr+<oQaQ}@
z8kp6+o*>W;vx)9K>-$2Ce_tYgz(jwI!u4r>KGIeGHQYSKKprGwHawDl0ddzFWAmmd
zpz3ZS{YzMw1`_P}4H7AU-H&cY1uh9OQp0MG2ep#pSNPIHrXk$LkknVJ<k1qMDuj04
z2idb;&c>bf1thz>q?I0fi5zp#kEE|s257?ZJm4`^#s79QD)nFw`WnVd2H$9X7Kl$k
zyh655k<@;jI<l|WC}XI5BVnjDl7ss%7~%3(1OXq}bl|5!26+tSB8n$&a0<CcziwSI
z9;skeQ;Z39fl9@RBi;E5g`<|)ycFv7E<f`WyzT0j4`U4_)bAPO>(dyz?kucLDQvsz
zAdrSh_V$#%<De^qPB+T0BPH^rNCYmDIJ5#4mGl9rwCAeIb?4lUf~+l>{==Q`EIP}#
z$K}S#jrr{3kR3EgXNuA`7|5HolhXZSY+K*=`kc|Ct@wRrSq;%9I<oP^CVPrPhl4o|
zO}}QLl7uPp@P=3t()Fgxu)1d;UcEeFh~XuSBWVlgM5<twe)UB*!!p5nwG#dD)%z7k
zOMimmF^Zu5bR!h)zTvY}6(S;)fyNaRQyyCDE2tb&;z6P);1X$_3h?M>eKPCt`SPC0
zd9jBd`&}7>9?cAbQyl_ZGTRz|k6)__C`(-fGyHTZaY$Y60@wmaXKgcyur%E_vNs-;
z=%omeULVB~<BLO6H{tL<^qrO=KE1)Pr6Vs42+=UmgeXx2)HTBPb8qKuYuX8v5Vd1G
z|JECr%PXjavTYtCjBlcpG-N!3_!A%9CDA6&%jPY8={|lL0v-}((?>%Q)+EV_{4%0$
z)pI4I`l+EI1nEz<`ov!t?<Bo>m#C@n{S`btcH*OZLw5^e?JD8eX9<XikWDO<%sQBx
zMYR-<I6~621<Ta`h}LWYX3?Cb%Egj#yMYt2Tx)x+-=#_Oe*c^ZPM%osT7oHH_U*vk
z1y#m67d*G!CAFnzwrP-`_}gyUHw>uWTsk7Z%4vSNSXr8A`LT(F^J^#u3ckIL1-w9e
zQnPiB0Cg$qJB|+;0!VdKHhh2gm&^guBCL;s1R}%Rt-oE0M`qzsbl~`R4n_xr!t>CS
zUwrs0by5Zo5XN`OF93@?-ntsF4?%*o?!>?2<j9Y4^3a<0?|*$EEh%7Hurm8n{2gDx
ze2lNa>pFk_`wN9VDji|}rgZTC{(lEzwEgcOM$|&uyC2U%+U0VMgwI=H>+QChsL%Be
z5K+Hx=~OEO4KE^k+?*Zx3#vf@RhFRntYn(8+UfmmDuX3x8v6lEi9e3d;W=~KwL_5_
zuq)7?N}5guxe48`<<y+FO@C`l9O7779D)>_PWf>l%vR(06nfHf8~?csZg2Bj7`AsO
zlry0=dggjGKGo^A4$7iFyrz12v2OrYyn!`cJ_`YT<xGEUIRy$^w`NNfrt?MiY5=;R
z5cPo`<c~HQIDnW)xBOBf7#6kP{<Qm9at&%F9!q0l;5$1zCo(yaZC#LlGN&;zF||7^
zefsn%WoRxhU)cAYehPwt@lkkFn+KXvs(6*UrQdt+)qgQ5Lq>s$@CC154f=E8+j!*!
zNP$0`ZfPyXPamWn&;Rk|%bFW|*%<_8enx))!dS5O>~8(pwCpWEKtw9}ID99{*u!0T
z74>lU{ga!Kr7AD-qyV$Nz8&c58mT^~tWPAZP@%&iS;WeH8OTO8;>EXDm+%z00$F@c
znDXKKU>pz6WC7l+t-;1*y<=uLm0^Y|c)GyAz-s2V&st+IE8pc@HGrf{m2OdEBhKTv
z+^F4&BGA^Imv<6TuRb-#@!JD<YTE?mT|?R_4KwSkHm`VWKJSX~P8zDpVVp%w?4Z^c
zNCXGzZGo4D+XBCZ3dP0rnaIRP=n+|c|2-K%55s`NlcCD6=|7ocm@&zbO3KPA-c{4B
zr=6JYzg{W*0bU4wlqS5ik&n2bC`-iTrjr44ZHa)+%LdU)@{Uq(e5UJ;g0BqbsvF7}
zV#{wD3_@T&%w23n4iiWs&Hn*I?(C26SDfwK*RtH^|6C*legDL;y8tpV4$)xkG<B!z
zR-{rv%j~yri4hwc8#=-Rf2C;nHW<(%i|4{~_VXW(<GY5;8bcoHt2-T1JHYa0dQ^Bk
zmg1#PjCnE()u5ta6ezj{`m!5Pf#UDe@ZqjOdg@vh>+}Uo87#QfR)4u7R&{G{YwzzR
zVu$+>6aH9?PC9+s>YAeQ`SUA&83g{Tq`sHAN1<;8|8CLT@8*jg7!Xr6d-b0)G}j<Q
z^9i&W-TfL@K7eR_bKN+@?5gujVu0CraC*bU^RlBI_4eo^DCwAXyJjDANOzV!sA$E;
zi8o#*U0dCnp3WH7Ru$il+HZzPfyyERf%?k?7M4FFB8VNbFXxLMp6NFWHtU8y_P5cG
zZuF>Hi&*~rh0*%wa&wZ30I^aUE00F|V|8alzRc?)8P&|XH~zA8a5%aVYxVWCgkdF8
zPVvu}xkux2kQy>{mu^3Lqun=^e;eu1@P4isCMwf#gFWi3r@sMKRj?MLAF>lgYX)_9
zsQ5><R*Lj#oPD|nXV-bSV0cB)#5d;i5U9yA{tvuCimL2L%bgy1fF3!+1cUGnG8+l+
zhk`~}rX&|N)xfr;?>~N6zn;AKad2SvEnhq^2Nk8U!IIIi{9|%<cJ+0%3n-VvO-XxX
z;xDjqQb5le1Of^F?G|W-Vux8zPk_{>%H_2F##N92A|z8T{ooEg-v<B5=I?<4G)Xd|
z=MU5n7b|!7=I-)^2y~)tB#JXBFR)1ats)k=V1xIMZ(x@pO%$aiUZ9^69wMpPdO-o@
z<|b3`&feYxJFdW2>jaq+NjEn)3j{0?VPO-KZfO!o@}tQ~Ey->k4EpYXl8}V>91b_I
zNUh0qFw*=(qV12q%k_2Z9TB1LL8*06-tu%F>nW3fc{w2p2z!kwhr?v=xb^KdF(frF
zH2VtM7!+Q_H0Ay{j{CU>T8v_zYUg4E>E2Q>lFF|yf<*SK!t5y>z1h1RrgV+Zvnftj
zjy?`Ipf&*qlr)A~ZKxl|nc9Y{+|82>E*7h@Mi=sCjdo%L1{=Jj!%C;+F8wQYga2*y
z>rgx+!cpOyUe5+<Cp7+%9#G2AlD!L}g~_)uxXElx^iS$+-j!-9#(xR%jm<@_^061}
z!WJ390ej6w^!&6fNtR_@yJ#ut81&4Bf|rw^@v=5a5=*u=_$P(oUo*^;==V1$?Ze&N
zxK2<1*ut5j5SD&>hc|?-xfM@ZJUS|<AI?0QT^(M^&QVTRL0r2t0-D3F24JTMmzT9E
z>L^0`JTom}K9F$nhjU_WOwYUzja<YIes*<z-)qH=H!*qz37CpREV>ZrldI(TXeb|3
z6Vka}wrHiy{W+l*t|!fr``0?5lP(X5X#pta+>xWj8^uEm$4AbZ-L4058UU@OP--RL
z7x%1$t_$<;0>3QcxyL$gMF}^DZ^RjhMFDMWG^&yJa)WT0xcbeTVX$mq>hwvZ{?u65
zz&^;}SoDM>%swuKwYIJdnELoJBI7%pJ3k*E0X}{aOy{gzp2}JFNA4j-AtEeS7(|0E
zAS>Y5%7ip9IKsVs`_{Tz+Q7gd8nLmx23wYk>rAk?3!Es0=LY++C*r4mOU*}@cXVVm
zcge@VHhE~ZE5KgDNZGWswnp4YDoI(f91nc8n(rZZ${oh1kfheEl-gJp%Ux6h8Ew|^
zR?8<`$b?LNPw71adT)aot)x;|5dy*zFKkakFSBOp8!g&+7mZ`<vQp;Qvb2xV)*ca$
zc2K|pEWM;tT^N!B`<hOr992!@ii6n!Y;T}P1ER!te`g0$OW>r$7B#@w4mzO7!D+~<
zelSK72Ii2Jsq_{}_{x`*=>Q&Vdic<pNN}}-ZJ@nwhan(N!kN14f<lrRo=Uvo+x3%#
zGB<Rl1*w?5BCG;?v&}(z0HXPc8=DkSxHxK2B?1nmuz0L*79T#f3fxI`Ey@^ZUa7;0
zg#^YR@)kKQOD5>E)3z+}Ve^eKq39cRzA`kVLt{Hn-E7KobA9RmHhKms=PeF`JP|y$
zEo<Z$f5`g8k)s>$xrJfEcxGH1T^8kD`@2IZezh}+s9(HcK@AQ6jk_Qvn789Z<gVcu
zB#qd>bxnq7u#bsaQ6#8~)j<})ZC&cuIT*8KLaC^Z9B6H6k~Q?0-f7J-5JG&Lv<2Fu
zUZ|?89}*G|Y9beL9-^$sJ@TTLfERhRM3w4vN6eV${2IQlsbTe4XSfSbCBS5%l_oYw
zTLg`aa%>5J7JafRHU#3Oov<W?Vk)I^0woTPZ2&A5MoDsO3`a8sfqzr8kXY$}Dduog
z<ER^IbfBoYe3XCVvERVF&$=ZvCiL``DFb@w4}22AnTbEyqkTD3Gno{d*;R%`LQbA0
ze#u`Kk3OfhIPX?Bai_?fGyJ8vSV(PWmx$w9VSK!><}P48+z{EC)J4s%sX5uK{36Wj
zsN|YG{1-doqq2b>qDC=Mjj~#1@XNTM;i4og7+?lsAk!6p&nf>H3vX$<2BYcNR%)$t
zm{vQ@FTsU2IbJ^GJkQcD;@EH2ivtiZ(J(Q{Xh+V-_wm&l$2@PJ1zSUlam0ymcB8(9
z<}br-d>(<b>a=5zfHv6YwLOuk>%6ObJ^VwE4BmbTbdX&+OYY14IcAXNt(C<iq;%m^
zg3BJ5a~tl%XArFYT{(&K!0Dc<?UJ0OS~-+A&sCEtLVky507os%)%l2?T8xFZVFEWM
zSKoQ3uXn07S!i&qvxiR##89o3RqQt?SyN+5Cb|AzPJ&$12q&e7*VxLmT~!;Ab_Rqz
zAxYjg%y|YEA8IUsfKI23_lfRM?^mSCw;f%UDoi6|<2QvfEY#1<j-D|}=JU}qv<o14
z@twh<hZ92WDflu1?K#(<6{*gS;Ny~k6VqeW#ys#-%cdgHE$KyaNBhQw03+X!;a@j$
ztl;rLTT5x?TELc8n8E)`j~OfS`w=fgePnHElzL`nOvN%E^}0!6d%JI+CoaJYn{=Zg
zR5u2mhJ}#AR0oYT=Q{%8P6{(6CkT1rt&Ji(^~QZ&>fS=SH$iY7%Vx<6$3*^$jc7mq
zXN+VqGQO+DQsd5nMIdmt_-^2G-kr-K3@N#3xI(|m&;u8Xp%#$W&a)daY$WoUw+K%)
ztYjha6|iOr8WuW*#Vv3cW_S~Gu+jNtY2)x1MetnE55BbA_HNT7U(%(6uV?vxV-~6A
z+Lr}NZLYzr>IOHE1&{Ozs=vG?o59>fw=juhJTupOW=McaK43)W&r2(Z@|uRe({dmM
zW!A*{$y70U@rlDJ4H|wty^O!<M==wA$3|5Ywu-5~3oTqlG-c{>vg)9|?6SAK+w|-T
z=VR)m^nE3=I~jkWEI+uvQC1ME<hcd$*9<JjFH-7c2>gf;WW6MMlN4O@wz9IJ0R(1p
zD?v#fI)^(JKMjdJ{E9O6M9W!JjHKoc8rm-@<0aS!ucF0F^e8^E*=z8BFs)gcD_@#8
zO`V00Yh|egbvwv@of4(QSwkap;5xI3!l@LW|92`yGRj#hs)$>#-_DuO&QG&dM=LH*
ziRGhrT(xHGcaz=bxiNWls3p7b*3u}zv5~U>Cv8->EsyJ!L6MLtoW0Bchs$QN=()~Z
zy`$^_jf$Po=Gl{`&x^-gvBWFzX6)%w%#&Kz;kd;L>~DpZ>LWtBkZ&Bua8e4RFh8g=
zPvMddN-?%9O>IH!5iY)oxll>iCLvFWM*nEC-GVv9oWjQ0ip=5LUX4uAb+g6O+BcCs
zan8Yc!<Qx~fAWD!qp>bso|${4dk`*j&_Njv-^hdg6z?Jgjt{LlviX7}(~duwHC)|h
z-zBhB_LCkZ*^NNa05=iE!N^|8Zs=_)R$tT(_r1WW)17mOqTy5nJdm~)-GZ(*qEs*<
z8Br}p8i@!~J-of&-=4gilXw!lodCl8T(i^+6~vd8I$H#=U68si+UbZC@&VC(8Jjjv
z#+RE@6khu%TQNRLA~OCYTVsut=IbjfMs7lpA;H8%pOBDMHi%J@jy71`aH>zV8Y``2
zb(M87DgqKP87zIYh9-FQX|<}5ApZf%M*k-$yHefI9vH4O*?@~7qv7(xfYK1xa2hh8
z!^-a?-s{8^Yctex=+c%Y;gS|%n+OKXIBFmC6^qkzH)wiqQlaYFckhfZvnZw9*@BS0
z(}BHX0)Y1_VqaIEBBxkz%kR+8l3T?FQs?Eup9L?&#HCu~tWfG>4_D`ne&oZivs3QD
zztJK>Vt6@>iDx9RPQS2)x5CCNaR!@MjtME}6efR9XGKL!hE5-4keZb1-L({Mc)t{8
z`>ANVwmhnQXxsURoh-31c}8oPB1wfb4-85;*6U)_bgmX&Q-UmH(=<c1PGr|mR&s_*
zk61Qojj|l<oElj6=hEty)|sI)$v7XEfBIzYq$EGn*6NrIUgJPeVwV=pG<^Ew`+e|(
zCT-@Zt!pG-T&T|-yfo4a6387!5zHlNH?QO?31YbL(C=^>g4BrNbpsAXiuL!uUOwom
zv-OKQcb|<+2j9Ch@XVaQzngf!$Y{Jy{}8FZq6~+Z(5XV?2!=cBOm-?t9bxbl1fAc%
zC54wo^D4$1Ct{HkEKmGWcxR<wV#LcTfOl&v8z^I`#b^hpTSL-htZnP7-mCpKA~~4+
zFfvstk!KV`BPpo_c$ni!0o2GyuptA%wkgJ+XXG?@*@f;nFRM<>RHXwCzoQ!@?qPu3
z6Rz5%*_)CQX|;jIp@`%enBhLF-=JXnAbnpZ&G7rXH5Wcin~&U`HEVi9&`v%uH2bXX
zK+o+`l1P8llszkYihU(nscB3f#az|I9g|YKWN5XYo=ew2_&w=w?DoF%FYIOqu-hOC
zz;679qXEt*q$5qlgWD?}GE{0jN;>e%QrdNin3Mx@?8wTUs2{`>_cSoCc3DOFrnsdw
z2O@If(^_NDE1Qc)J4)X<iXzL?L>i*cd{Ju5zgdHM+E=i0XoO>EWviEyzbUC+hV;nh
zM6S1#%1j^8+}Qq*F}*W=P&~SE^oVWL@0>5~z=!^KG}kgBAJSn&;YEU?RB3FglY0uk
zI&1MNMC0h#tBiD#HD)Iys?H-uekE}p6T#*#o-A~uBmk<-TR>{P5WVa^);DS2b}af~
zCusBr?qQQ}c1&Lt&UUcx=%$e4loQ)}9=||^F`E}DNH}x1i3l>O7Fu_u=-M7j;Dv6&
zvFgKNp4_4JjHc8J%W<zTPU5GR1|=@tOWmA5_-a9+g45%D7Uz0iD2_#^_%v4>O4uRN
zEI+k2R7!XRDo?|MC8ZeV-xyDRoSEiE`-)JY5*cnN!ptXecgMJC$bQ?)i3}&I+Al*I
z8h_In&d&xfLG<>n=&#t*x~?QJk!oGi1LGe}q`OBi>8_jO8{4C$^nd4bFi5+FKDUE^
z@jV}ePf?O{cAM_&%og1%e<MG#M|LQ``1S9~8cjeQ6QxHc{%)-40*X_fQ+Q9{U$786
z0x-z`6F2-TizViYPRPE_SNh#+`k(ve<brGFcA1;lX9GsQ;uWZu3=>N@Ih^DCa(Q+z
zR(09-Q+QOMO#rm;<%<V@GxDypc;O=A>~nXeG11#yPag~eY^30(vUmaM^B0QWFvtA2
zOVdIlpvDFzyq}-!x!t|z)7^1=#gC2q&cYmzXVmv8H&NLB97^}JFiv*;{Vm8t_Z)8W
zH4A;f_|F)x+u3`z)cpIW^6o!()i1m4B@<pN+@ED7lK$f=u}zMTE1w^X8L+o`9_qa)
zbx^Rkul@SRxAn)``}eL}BY<nsyHX1Xcwe9IP-9G)P)2;(-rml5@*M0ONXg1+)@D*K
z7|Jd#E;dvMutOSg!$%EvyBl9v<H#zwKEh~Kq-OqRLUw>PdH0`sZSeWGnr|%ptImzk
zvgiJl-$L5)9O)R(-SMUQ@mz$nHqhFFRfh_@x2Ityf<foWs`QK9d(gq(F`i>%p6#qr
zUq1&{4J2sqh#67vsbtI3ayL-%zrWEFk3Y7XG9=6NQ4+IXA&(yw@mlyVB+uISl4CA3
zxwp4h=k8^z9l?)M@4qD`&05L->M&)Y*BLS4eFZI?&;KsH*<?{NuyG-1=_hHi{YgQ(
zTUSvMc{Q+ej-WqXC?QdM1~w}Ms`uDy(;q3@$SAz+dA{AdCQ5h6+I;nQxQly<hU-(q
z2MH#teav5-gwi4v&qvGdK~Y)CU{xqJ2WaOnNRzg56<|-(oh7T`G$`=LT$vS#O${)b
zK2B+@a4C<J--<(tLqu^=QI&8qFoLx(Sp^bT+S1*`p9+3}t*lqo*Y+PJryvR-IYlo1
z_ma~)=QVMCycZ=V#LB8wF^`s0)zg1jPW&;4DGX0jpwML8oF|S0LLT{`3Fy_Nz1^m-
z96qKyUe3L!B=Mg0FZxH_$=58KHrWoyPFmI`BR7A#4*umjsYgy8F^bh6lG8@`|C9RC
z5dOaMUtFifbx`ql8%g<Dd>A1>@;?7Et_3y<8r;*ABK#`N+sLQ;6^A{A1*+r~$heJ7
z5}h~>fUH%DsV&F<Plz|p{m@!(<!V(6_W=5A6q5%1bEmw<cMr+zZhs7COR%D;MNkUL
zROD#8ql-jQN=4;x7(Ty@mPeqiL3?j(EXR%@_iBZ>Rl_2Qh!4Z$No~_*?hkxWgVK}W
zUwqP*gy0)#@{1;Et*(9`iYh=ynrPmT1G^OXQ`x^U?bW?QiZ{#u^xs?6A>Jb;SrB@r
zp4|fjEA5|-9tftoD~mv3!h`AJ8q9s2@GPbtw@sp$IlLP6MqbX1L-XggwQ0)i?`vPa
z40nqJ-tgjq-31dWP0G1+pn>Km&PKiQJ9>JSo}fR%J=C=HphA?Gm>A`F=VlUnj@$?&
z(;afnR{EZAxv&zuMJh+!@0o0mWpaLK4+1eAiz#T^GH9%h;>pd;-FeajmZ4A!?Ee>i
z$_Z@e5V~OgZ~dv{jwNw>a$Lle)Koe;pT*f(Sokf1ag%6rzUQuRux2E;xgf>VXdcDB
zh?}$z@0o%@#!oKdrQ(m=i;OJ6wl=18nQIYI%<?8r$Q@~`nPdFBiHRnLyXij>F_Wxq
z$mCGeep9WVdfIA$^UFL5@0VR_Mmft4ryw5&o&8sJ&ZI|0Q|vCMM0I#hVur_{^Pu_X
z$DX273qvek^kBP}kf(GOo9*9-M=%|=r0&Z4Wv3kXZwGHkeXH=3N%9wFkR?h_L6-7(
zr7^heX1+hHgC(8u_n!BxRSu`vC;1a5<srwN@UjR3M{i!Vm_}0Q^n>+}slp@HCjZ$7
z<GZ0AS22aCz~eoxmBo#X<!LXE#pywem6@WE85HamVnn#vXekwGI|ON5YToJQ8TR5&
zqUayZm97GnUygnYoD$dl@<l6D^+eFsfa!8P-9FHJM?k;6XZS_aPI#<$<Y&2~)7j`n
z!`$8@lW}ef&F=SZ)bb2^T<3-H;an**N$-zZ_+obpWwjH{6><Gmn&s)4u;2@O7CEtH
z4B{~hyVzgIe#}OBGdk44MvErYtSq?WQk|$mVt;tw%sEM7Ah>QM?SIf?Jda7;ancBJ
znF?>j2@)MDd=m_+_S9}aZ|((Zw>7Y5xM$XHxRVh|?l||!>1TS)GxxBXsJcY5<fd5p
z6~9e<F~+Ydwz8?$Iu`Al!TGYFo7o~vl*LAe99p_l51Ma+_wv1Y%?K{OF4qcS*Ee$&
ziuv<9jrB8B_*ojA#hwkv5rOAVs%v64cdB-<rUeXA==2Dut}q9g_F9UF1JAd|=FuHg
zf;Wd^-g*B>oCa)IW}?ev>SL||Cs^PE=k}Q)ukOmBIi5J(-FFlg&A<;xsq*x6k`79Q
zSCJTG?7F02oz9T-qKGbvrcv*mr8J-SiIMQZ2Gn9{zYVLAF#}ksg1Po{6h-CQs|9eE
zA=tca&THQeUZqG+vL0_9o3;50<unbaVPexCAVeJQE;;#TL00Od@rCBQ+}B;;UZl)j
z-%SNR<wi%UmR`pbo@KgP7vp(`%ht@WXdGFmqVx;ReO&GOM4x|_cZbusClO(LgvG{W
z>ncO|NuZ9lTl0ke+n>h@&Q3d(z1AET+E#h0_{9w&EnK-HNieYn?+(*K#h-ceT5*|f
zkR+Vg4O_1vNpquw$NTQnA=snUPq}2)L(-HcTu2kxHt^{R7FPF;BJ5F~*kkWN335J-
z9xuucL>hGclC{V8c=o!%5DgJ!ZHC(=$J8W7*y?jtJubb3k$)NZE7@lwv?+4puJX0S
zq4~-e{p=idBV9z?ntxtaGxko)D6Ts0HlK=vkW{<tR`j;tS}?WY=lb>hd)VI;*v<E(
z6d^81`EkP=jD9B{NxBx+UL4&?uVts8l(p)2U~UK=I%NtGFRAN*{vv0zhJ7`3ZDx)y
z@ZP1&B42Cu-8-OUyHb8a7ZfR>TuPc1uTh(G(%jJAwzyB9_k;1!{R$jUo^VL-JkAP3
zY|29^XHK;KhjSO5*me|*(hAN!AmOMYbDrTbF_E*B$V14LMFXy&v1+8%Z>7cvbC?Qz
z!k%G9&${Z3P|^`1vJHSH8iXpNypeF1lNF(aRanN@(@xFsnEK~|(GlKjf$g?!3(5)~
zN|I_P-N!o1i%kg7Db@xp))QZREL?@;eUI-Q$0_*EhtB=sDTM)Nr)qX!cFN9IQB^%g
zp)}4h#m4sDCTd@+D)oW9V%6Z(v!0!(0QIZ&X5O5d>XY;4Ibm+c@(wFk7Ac~SSx>~V
zC;c{j&ZYE7nk{4mBM_c#Jz-an7&N8NQEj$h!yGqz50kQdR4=pFtj71t@#niz6MhcQ
z;OCV&t7D<%SB#%dbvcwx*I$eh(~^Z&EFCH5c;@CknOC+M@W$bi@I!vL9CkX!4n3?f
zMB{S#EZE5|GjAjzaDlPn$^pr<^!}2_`G6Gm;_dq$r|3wBvG8G#hEpnHsmmZk(o1vU
zKi8k+I(_N>nZ*d-YN8ry{e2NURDyS(8xg3xpuXB~z`6miol)4p|H0l{Mb+`}YnllV
zJh(d{xVr|o;1b;3-5r7kcXtgIG`PFFySuwHMgHG8-<h*|rZ2jC)?DPW7A3p(+SK0l
z)bqYSn;l>%)z`CRDOHA8m{g&@7GlqqynK7}iH}?F_(K=Xh%oO7arNVRrmCZ;d1A!P
zBH-sHf}(eg4WY<jm+XnkG3b*;rDxI(!X#Syi)BS|oq@*e`yWz1>PVaU2Jd&w3FYcN
zbk_1o@Rbo%1Lr5`_2N#CJ|v^{1+xfcsbP?SCN$NOcd62X$4|wrt6~<W9viN0rCze&
z^#-!6{i@jyl{zm?9af(V3LlG=P%b5?ggrRhO+W~GHV-vo7}4;O2)=F$JCbe0No-M3
zHx|(&#KE46Wn&Vnu<!Z_jg_?joxdKbJA;PP`FNpCxMg$4t!{ZI4f{#Quh!P^L(I&2
zc^Fv<IeM9TCkw-YftqwchWJ1!E$%k@Y7F<09x~Ra-`z9C(^P3EMEwW1q+Sgsr<jnS
zBG(G#-zkJU+L&Mngp7qqt}*janfgcu58mk}#1?TO@Iufh+Gz@Qt1eM)?ud<h*)KS{
zK^Vtq<Q%~?yn@?HKW8o7QNj+ncnq%cIwG(}`Fx~4XQUKYQGkJ?pVg1>7iHd{4~teq
zR{SJbUIn*HCX(Cukvlt6Mzr!by4f&jl|hIGR>j5{rgGV5A2}JH&sN`_+ma@f_*1)V
zqosMEkk({$Z3jErGRJ<U6HI`JGD6UJlJL4P^w127)EtZrg16_lS(o!ix5XkcHrnq`
zAdzIUnX_f060y7l;~nfu(W7o#mk1Rw^BUD7ej1K8l{LO5>{`)b!3|Lol402`r>JeH
zZVt^5K2<IWvGvnouofxX8P$ZPsvtKNU??~5wTKl;2_Fpq%<q|8zDsix@w(5uZFlmJ
zV_4CEKi`rvkD_;8<zkdls4?UB)5DsCf6nd-L{<Jm5?8soqr{%*N1DwfxL8`gOVSH0
znqeO`#qUFgY}cT#!^9C*{ZfzNnlfG1@O{eUzGOp1?%9G@eHSr|j)sIXx0zPrzhpgE
zI8sw&MxckS`~1u~M={O7TzRZFKJh?Zw3*F9IL_<CDLb(decG%^rtV|)|6FXlKk;)+
zNAQ+4B&vj23}=@Hjw@5HQjwpM!E&Wy%@!ra<h_5$$oGsf&=1W1^WW{R!itlRrG@VJ
zb2c9ge|#p5uz1E6)tMI(S$5ZK+V1M6oL$$e$GOACU_4_bkQ>D0^p=|}-*#W~fsptp
zAPzFj=C)4P?*j_a6N;JhqLPiF4*bxM_z@5*L4Ru?xB2ls3nrU`(5Sx{96h{;pW;pT
z1+mk~+&JQ<zjIz%X*2X@cSRKaS(D4<mTf>APmj=owRW%`LgbN+f?E)iQ{hozSfZFo
zQTxEGeQfNxe$XtV5~18T(9RZY6&iUCmS<Q7rsWhpAMEUrpgZby%5?^8W%W#JBBUy_
zHa|KEEtNcfZ^Y)cGO<vpm=cykxg35mGjF~&Yxh12d51Mc{07WA8K+zPA4SYo8uPXk
z)V@z9A7gw{3az3T#aKa8Tn(J?aX*_d+zbftvl)ur6Quf*g5%-!Y(x)DXyPeBcITz;
z?O^%KF)PptY3=LE+*5FpI9s;meTk5+Q&N7~0u5Jy5Z>2Y#j7Jy<i<$(&`)S)Vt+})
znv!@uiWW@5*Uu^*k(XP&`g}nWR@zySiu!pVG1w4-01`i9T+kpOoJ6sm3(GCZp~xi&
zrihK=WILAf6Ime%zc_PSCF+%&qa}kiB}3Ny1s7fwP12O=SDn}MkZpcZUFHieLvh!#
z$J6CjCYpW|cD-SS$X*@<24}tUO)GDZ6Y4Xh%yoESZwzI0UK;{vtkMn^ndst0tJW{l
zlsf60r%jjPoF}3TzVTL#$2FB-;n{q>He(El+XWdD9Qwhz6d-vDlcMW7d`tu^>se!k
z$v^Rlsh`}f{hZO1^r|$otoe+79GBw%%%IyMs}d_TTwx0h(`}x}!ns$^YUxG}vV~$v
z^>C!`0Eu0op-6=@AlgC%5%4ba4qtMfnGl^g$!_7?Ye|0DfI94cWD;F@<PzM(r`#__
z1*rW{$0W5Wslzb&NC&Gv)bf0@xIcX?KwC9#<+*7Jr$0<_T<DqbN!Wz8gATK9&k1H3
zcBwQ5t<juu0Tdn=-+rN3d;!s)qWCLQohrLozzLf(oY~jF<lYuNbmom(L%m{i!9qh3
zC)Ut9Sv)IB+~Hg5$B{~$9<pQ0hVfpLyu1W&N8^C${WAn~6}V_ym;x8kT{5S;nQs{M
zBlOv1<9@2brWUsAwl%0pJA0BzyV|h2L-FrYI67kkUs<)GoE=s)l|IK)4}Yx+WFMo=
z4WI@xS{!$qUnj~faX%<yYSf8ekeoBpG(d*MsJVUISJTqMCplu%PZ4mGAizz!A!r^;
z4)d-{=5WNs%9|YS(X2e<Y?!R(8^gG<bo}<QMyzsaJuB|lqG**~6ekGqSRyQZ-Su8Z
z0#P{BZc=n>TwnWgp=Q}meK?||Y*VYrk@McdjBf#B?w6Oo&#GW*DS5g?yaXCJUXpmu
zJPha}d0+6ViY-BRuq})>)AF5aPjnqcY2VKjk(x`b5T4aJzAv9iv?P<ifRI{!8Ue18
z5-qW~svn?<AhR4X!QP`34Hb8=2aW8dZv61#%|co%(Fh$GYaJr1fl8MU?wEng+oARJ
zL_Qx>{^jxNMzCfA4R2zvKcyvZEWmI!yP<$v{YeJ#C!{+z!cW*Ii@E{ko?u>~wUi&c
z25VM34uzTuU=$#$;9wM>Uf92E!zzH4?+ic5VBV#;XcQ@-`UJPtzV{huTMZ~y*DHbi
z2G)`U`3?NVP&45`K`8UnnFVhq!&&V*#ViIT2&#`22}qm|P<x!`s_@St+uB}!IDG-a
zr9N*5ogo}EV=iR3rqwrf12&dHteXaQ)-nyL^!R6mOmtv#H$wTvw|xb-l?ns<E)}j@
zC<Bg50n!Ydz!FT-f+n!*Z(x?pz`9n<9n+qF_O#~@oR4PT)D3W)%um+Eh(BT7ixGd_
z{Mi#PEpU3b{P{IXz-~}|)WX^#VV4fS*xWAJMa+h-nBEpW|Jm$p6~l)Rvu<{9PpMRO
zI>gVYgw1}mI3>AE{#Cz|zAXLddd0EKx9O4;`?Ym<cK330v@E0L3cLMy<?L=vO|4*P
zm9-DQEjg{=WovyKm_gYbxdONU<)S&Z{nHQ$RWp;7L*w8%tMo6;if4UHQSo|xbQ-P6
z6Y72%zr9cPO`{FiNglnlFURs`n(2)Nb2tV*;t`Uo^e*3U&We`4#*oCZ4u;rYA57CW
zo$>d&jk*z@&8S&<Je~J8kC=`Q9zw|Wk;7rw1Ja(5d~br5r_0OJeO{ix-r?b9{VjQd
z9?*e}%b_(WUBLyMH=yC{F*l4gUEOB|;$Z<xcjuevRLW!Gmq3USxBO}X$NvVC(a?J5
zYJal12a6t*aW2Hq>uD0V)$z9D#f-;IpcD;k`(sV1rS^_ivzZT#Q>fZG1UyZrA-D9<
z+<XyNau~@qK6l;Gs@6mGY^J8skb+hGE&oa*i5J%WrJa)6wa=N_Esbf%M3G}LcJt7)
zG`>o^f|)L6@m+weUEYXRgRrwzH=z<KzbuJ8k?-@|Q(PmO_EG-M&wllbXjii(vd}$^
zUFS8Rl-i&K7+K>~9V@@wu^GX0VsWv2Y~pg-eA@%qimB*@MDC&0y4}IL6x8zh66Dml
z9YEHoLtC2XnTfS8JPca|v>HyD!_%>MBI|4;gw}TY7D$}ndtAw0G@iCBX2oO(B%2;P
zP-1ODDe*k)<!Ign_O}h+PO(b*`=wCp+h3*8hoqdcX3$+SR^9a#4&o-?n^Y3fo6IHf
z&}vQMUNciyJ2p)N??uL!207a~GlH(}%NV0FL7jtWP-WwtfzHwgpKY^IA17Sy(XSc#
zyW7z!^6G_?yAWuIAs@hSlpb4A#ME*7w3k<#jAVys?yj6=u|3vJ^_E*5a)`c89^9R0
z2rVo#^zF@AAw;{sKHt(0S!?Ecu6OvufzMo=b;85zs&@?8y}l;Z&Cbs57Noi(Sc&Y$
zcE#-uPv^2*{w$H9F_<3LJp87u(&$LgjxoYNgR{3Ykl}s-<%}!+<@y`#AaIMMx%}HH
zfxMy6a3Zy3osllZ>-H*nwb|<{hVy#<CWC&JnroBitqJ+kElEiVn;9!}EKQo5+xSZ#
ziX%R|^!kbtYv9Kh+ovMEg4SG*ZZK}+*W*VtBhYZVSJNj7hXAtHtMdfTz3oLQRS>3^
z#oUh!mu^~%LoLnq`fSPY(#vS8f(sI6h=@I!H5S@VqqV2u*rLoHTY*>90-|Miiow`!
z5gMX$4~IO;eZ(Gd1}`uBzu_g9<J(@(>m5|9H=BP{IrZ+`rfWDo4ZXX(4eltM@nvL~
zW;cr{znuBF_j5big2$SM=)0)G`YTt3D%JN-ePM;aKjnCw?;w{9t2^AWdX}GQY0k;?
zJUc&+6F|8LD0_fi%u1K+be_H%7t+kAp!bn^J&j!);ikKKp~E86-t%a#cBuBQddC-r
z!1p=78XqwXcs<`8@OYVT_g5)t4D1@gKk3A_zJK9*IgwKC*0woHKxw$IsRlA_$Rumk
z5?@lrLa+A=GDz%FxLj-r`=1|g<-_w2eA4Pb_&vE_pDyP%ftIPt?P`fMj^Do0$=_mR
zJM;t?tmjb}@A`-$1Y6yxxOwikVr0>R{E7V0FR-nebh@b3YJ!MQ;u@e`Y5AI89uCiw
zUd+mx<GE&v+HG-WD3{3*I@*AXM~I5b126&0B)|ti&dHiB3WUlb=j?VnT|oz30GF(U
zZ9lH)#hVO&9tbA#3eT65z?y%5El%4Uds7L9!(lHf0wl4!1&&6!A4`U%Zs1y^)1Opu
z%h(jbRA6AlDDmCT-gD+P3)G>);uO)Nr>9&ejY@MLbkg}Umj8&@Gc4tPI=S%WNo8ou
zD08n&C{9{nxhr<^1o|_+>%E$6xIUS46qigqh2WR*OHRh)wOJX_UcDaXe#A1O;_)*)
zH@fLoR?Yd*YVoS#*eA#5i6pV*f*tYP$!NBzBPYn{`qHC!m(-Cs%K{`1UyhhXR@B+F
zDe`{Iq8|~Z>_jwGX`G;oZ8_TVo2(BUXBeUUumKyY(jSCEJ%ud@nOo06tf*q~m~W3Y
z=*xEY+U5-vE79HJ!GzNLoJHt0Z(@dmt5p9K`afZImH*qB-G?MCQ8ITm*SPr4NuoWT
zJl(;7Jp@ei8pUznNizCus6#rXACL`MkAo+#JhMH_x(Z;FauX@Q<Tl8so1fR0$Ne25
z^YJF}jo;Zwq_7P0hNAa!_|*kg0x|E<<0yEK&tn{lOFLD5T!Vop`uzoCHz&)*r(Hjg
z0UxxKUp$@FDxJ7ZrR2BE<qqJCnr`9YBmLf}(y02WB9N|P>D&ky)iN|7>aCv5nq@5y
z6w17OHB#MFNu8PHLveLGBWcANYwwKa_W;Q-jM*D#>+71QqAx@-f$g09rZ(cgiHGnV
zd_-h~YHbu?&B}Mm%GJhE3IvAKylnM})amw+eDIJ(3bC9c@fpCS$`CcXkA5NzG!XeL
zI(KB(=|nABg-#R|BxCFccRR#s(s;CT5_S6tgT8@Sky4_(<A76Z<&S)Ful)mu&jhSe
ze4yC9wNobhImyu}8ZEAARy?kDlswm8?6NW#HqEmk{XgV}%`*jn$#gAf6u@4MH{{TV
zK*5X}+bdCWKe8Z1^AYF|3E&ed%Ue4HG};?vN~i`*8mmJUV4OFda2wI83mB{Tk_8ry
z#R^;Yk|42kO_Y+V=44K~`VGsG@!kc*`%J=uicis}2s^|P+^;VX0T4l0tAZEQA%<_5
zG6Zt|7vEI0G-TP*IeS$FNwC~j!iK7Z#?tANb;VfX#PaSuJa=c3UmC<{?aRmVQ}4v<
z*}ZpujC<--aIE8YRwHB0FE_fo=+89nY8>(LGU`c+cfAt5@Ig$svmM&&V3!M^LUnt<
zU<^_6FgX$i=G(p@_1HLB1V|!ck7*2WVHk`uoCetbwme|O4~aSMA%KUtqDIAUvJ3f<
zxcO-LY4~iwJyawSXooLirvmXk_el9W4V9&2n3jJ}^@TGbk($|Ls)S)ACOakq-GtZ)
z#dGN(MkO+Bx$#6Qtb<4k*eox|jB1GCIPBR8{<LA0X5nd^PEvY>wFElCC~e5y+k>E-
z1}EDTTc)ZX>!W`6lU2x25Ymei=Gc4fW;be5iH<a)PRPA{b0xP&HV-tc<<GzTSl&AI
zar7$rL(*m*TuH=I{!oiV|Aj?531tk<K!SemoSK$OBp2fpsm@4Serx~T%7s7+sr#7<
zmgMv|r+XDs+@u;g^{Tqq%n-vNG<-<IW^1l{g5pq>O2SlrkkWIs_?(P&I;7!zl}c0y
zg9@#8Uo9MGvo2K%k{@dBmu2a&6B=4e<%dtU+T`4kP3|br^XPzIzpznZyp!gR#KR4e
zBWPyCOzVw7iTKUF8Wwza`e=y`(^UQ#btb9m@q}i-GO!=OEtwjXb=IgFiyhtXSrM*W
zpN|~`m{Q|AYK7{n{d@*%(9<@AFIh{Fp5-9oBRqsiL0>=e(D_4194DGmXg3+2vnvDv
z!{bp{<@_<CeL~y-vPWM`HHH(ET2Z+#JpM$QBf?Hfv57a2D7Wn`I-c_+BchL*;CQms
zk5cLX?nOdxqa*%EG=0)I;?xMEt`oUjTQuYwlY%%MsqYjOn51SHKLk~K)#o0`O~u;p
zjt@H%Tc#|`{-fW=pcim)C!5_9a+@*83pn0zP`_IWzr?k!_E!ze;<%`Rc}sAq5q7Ih
z8@mB;oTQYIJ(Sgf`61@8JxIxZziH@CgPCw%o=`q>qdm?fn@iWdxytZMeR#hIefCqj
z{T-RmIx2i5e+cBDh>L_4Wkw~@ki}BUKJ7CU4*vg@=Oy@bDoxaYR5nw*kXNfv_yuQ>
zlu0OKp;hv`ey#41LaIkmf}u_*Oq1ox>@ImqA~2#MLgHu6vo9p(+}@gy9RB1)g|P53
zP#L2gby=_bYk|If(Z}_e5|pnXFrb4zLPhDk1)mRwaq65=@wfUBC_{wg%&yU<C?X8d
zCi#Vj`MxR+`>AjcBV21zPiSbP5kX>30j{j5pe$TE8gAIvP!+>qD=;Iwbu#Q&<`DiG
z?6%x@E`ni~oMSWzg>_RXa^f~N_a<KJMwjODcqE{#jrM)b7|OcxOo95^^WlqRAuPBF
zxL^IAm~=)pj__Y6eFk=yu0@7*9e64|SgXi;HjFMuSmYZ^pkyD{B>c*E_dZnTZ>4aQ
zyZWo_3nOuE=6{Ukki2Ag#-tjGRQqN+Yan=y5R)v9w;G*xgWH@Lw2l{9AqOs-sBka%
zV=rnOXmT0i2O5x8<JEJXnjF|zvr<u$*CV0k9n%?SAg?^vx`aHDwtQxP!EZVLpJ#h9
zpzu#0Lox5L5em0Mad`_(`f~7`*WNRBj2Vv!R(*i;!C|x39!jL&9essOLXs->MwamE
zFHO#JF||4|VwuW9XZ^9|WBAL_sMD(Gw_MIvvnWwA*&vfsu;D-xFf|0)MD&bHav(M%
zz-{9PDfFgIi7#?BY>dzDa0+Qc6|x9XPu#!_R`HfC85tCd2db)`j(BA>Lpb!g>kfrr
zQ83KV8|Ql^-<*a6&o^<=^}$Yz$HJ5$PxlR<*ETTz@ZN~NNr9IJ+7X<dLf;l<)YM?w
zZWSSoM8#mBF5J2#Ie>=FzLZ>_jZz4K4gud57jtx>APRn9E#PK$!pCt)6^Bu*x0dJK
z313N0^W!dnjFKMEfX8T<b5oR!k9!1PV=9#JkUHq)2O!pQxPZh19a@5Z{LMujKN-!o
zAnPnyY*C>r`GXj`?|{-geY+hf&9RGnM{~ypDZX_H2b~!H<4qfG#YOuZl_;EwcutB_
z{d`x6SB(r4lvs<3D;06x^GO1$i8*fgb_s!O&o?H{cYJrwp(GTH_DmJfJL7YMCGx`p
z>N4H3Hnaumh<sm}5mk%c$CqX%RNBS(s6{~y$M2peI`rqxh(SL_Xi=f_BNa#O(yL9l
zEqk55<k@_c8pJe<_u+c+iEPLA#q|P3v9|I_c=yqZ4y0OV{DTZm(0AeD@{cIljQ~fx
zj6?!&xg6m<t=kMABB*v>w5W}1c4@<WTKvr1Jv5AyZXHy3cAzv2x)qOddtAFp69&eJ
zmCzuYE?gV=4Ybel*63kV6I_Kdr!QOF5_8p>-|?hdL60y=?wIOWXwP~y$hh2jg##^k
zGQ9&tm(RvuSrGA6kF;1|j_sIjGF#i8&7Q7Y*_rY(BA*xXSGf3QMI_Th&zTLLEc$IV
z%w#ER0h_#bF2TBfJaa9>B%;E1snB1vS;_&7{&dzR_DK_z^KJ{<(+#%_*v~sozd|$w
zswxt=B*0ImHQZQ1Z{=zRS#rLdjh*uqG&khp%KofO7W6HSt1{dR_uVazxBuyK#OWwY
z<Y~rIGawvm>S*uO8HBxkUNbT7zFK)oHK-FhagvYik*cWb3S}H<sGJ4|ZxgjmKwfK|
z9B3bI8)zlzkGP3L6pSSK(;#<-1f9l6Ey^T(CDsM5hoHwCs=Sa<!sX5jG~Qcj_t-&5
zcYY$3$t@A|ncq}So>5d)!PS4m+;7`C&pxS2tnMo1Yl-8&y)31;cXvmWW;82wUWqI?
zmO21LI{k1Vkg%I(A$vA1fl2LRkQG*qSrt%&1e+bXIh+Q{CW5ZGxL>^ApJ_he4wUlP
zX$&Zk0Thr5EiXZ+mlro|+uSc|eTj)78P;5LvBoXD_&(~|;VEP`-)&V2(?n0Z@g>UN
z3)!Y7-<d&$K?TEEpC-(Z7S_CgfYQ^b-v@<qfZAKunh4fBIif?^7dA^UlOnrhoGaQH
ze&SHgS!|qWF)XV4WpI=0Gw9%=_<WW^CLP1BS(zqeri_6m>WC(E&ddn%t2aM!jY=cN
z?{N{XNQ>{JF;V5e1qxLtxJ?6dMZaWmx?nRy9PqXxfSjDWi00&WwaTofWCMF#jg>8m
z`h&Y<5cdGWX3a|SJMRx7421)bnh3-$huA+z?f=vt-+?|REMLDtygxK9keBr~KX0e4
zIkNEhA5N%91n@^iBK6~cc%3Ey2~YebEdIfOwO9a-ti@V4ZT<72ulRve_}>H+fjj83
z+pcB1(Jw1BuEop6|IouWFFmjTfPv8F0BV^6EmC^L#@LrKOVbvq=a`SZO|F%*Zi~%u
z7b6+wPp|1(8KXQrt)34PR$#SmotwT^7HJG#s{~%}%pB7nVgeJ~h;ncFT{&}a`)=jH
zL+DZf($<7}tc%HN@yH{I^N#(r2yWrFwdH!;gp*`+Szx_lpR>W&!|A>qzv;qGscJu+
zGR5qR+c09sZ!;~dAHQqSkF6-sRmxgjY_EflNyP`f*w;g7Th5Y~D_Fxt@LamYN6VmI
z5;zC24+5DOEf%Wbd7jD(S?qR(_*U5Foi?AdR?^kOflMEBqnAddQZn~HXb_{z2e_B}
z0`RWL0LCG=EPG&P9J;1+dt(s<y@R;)4+B8n;A1QM8P4T)W6oceB{I|od-G`>|JA;?
zY`MAobzyWxruYM&i?2m7cH+I#scPmR?xx~XyYFCm(kL>cV+}=wAraPnCq%+}v8JzU
z8og4p$_k9jY4VfF*665)#WX~R)pFxcDDmP2YEzU!fZYJ4SpWb-AbEX&NAtXmLR~qw
zG|A+>OF(C_XB+ciPJt#S`yS%_`!xgu6O6+u=5<m;@vJ?2iRoHP^u~0VG{YT<R3ed1
z2Z#W_L9H#Vow&x<F|!kVuO}P3rXLvi04$s}L!GNOL52rH(yv#O(ud-X=1X-IChKNV
zqp9qdV*>D{$`#qOduUj{__0UENFFUe+KI|H2h^z?1EoDtdhb>%^zhw|=vM*7JK$6^
z2l#SMIW4qGhK6EQ>)YGo)I(!kwc^&<F~ay4Cv<t4VE#-(`)~miGBxD1<onNr*ES%A
zJ<aD(<~cTl^K)|XxZH@L<kPTwD;xgeS}MX<Zux~%SNHj6D^BZy)2Y^k-|a!z_QU}~
z78$Z;VpZd&Da$BJ8S{e!g>dM_vJK^lhlQOy`^B%$-6}AqtV6{|l3MqRe$t&OHLGTY
zRQKy?rQb)ZtLc~Mzxn)t8?8#~o1=L?`vG!yPJ@Biix}?&6j-&w{`s-S*JFu>tLtlr
zyHzIU<jSt=^+0?)KOZ5A>dNX5yL!DXTfzCo=rroQJ7%+RREN#h#s{k$Nu=LRH8c61
zFiAk+H!PfzvQtb+hWD|#L9q`{(>3MEbOCZ0O=+k2ha6%~{hJ)73@9c@=-ftKqMUd*
z*zK?tu{%D9FVwc~_};9xSlQgPLSB~jl*t(dU5MkKeoY*#P3vOEdbOAU|DkKV)v;|B
zy>86S<)F4Fo;zH9BlhYL+HAhqwv)_5M)u%%3m`+bf;+{V$2VjsMMkt8-7>)7^?J1s
zm~Sb*_IkI(LA@}(&^6zvC(rNppSUoG&brcuhw$v_Xc-ZN-{ytZvuS{IHrwH<qm3~h
zU(Qb_hFO>l9o%r(-<qWup2>6j*9W^9Jj6aVtvK>M9#%8$q?tVs_QCs;v4EzBQmLAa
zvq7c}FsR+>VxGk#93D^g3%!Ta#aeiirq`E8GPsI4264sya3G>@NMh=Kznw5iMh--?
z$~1RM&{QUWAd{-PG2^oMB@0v;u)(@NT<zPhgImD}{nYMC0-h3Vd%=-Nzg$iFl&%89
zKnzBJbbC~W%MNC0y}@9-bMb61z86jk#|5FIrq}beAjPxW@$Xqp_j94+J$jb?L)77|
zK%F&#K)4^`oU3S5$_Q1e$@4ADQsN-M92BY0v$uTl`j>%zuEIFf0wUh{d9RoIT`kxB
zJY_O*-dcEuMWYN4N8lyRbKY^g*ajV_K!6HJ<Popid#yr)!%Zhn?Zo~E@1rZ?v#(Ob
zS9Ew<kA45*z8%xtq|tN_HV^J~Ju>?Ga6TQnrra%&sto`?j*w47jV9voYqeGA53ddr
z;9-#Ohc~2SaOrhT!ggM2o{i=S2fOaRmYb#5p3m`cRk7fa2s~c)Dvqo=!}7>uTrTXG
zr_L)KyW6dM7Xrg4waO!&uz8g4`ZyQS-Cen2`z(kSjvh;vUR;EuFhuU2@u@WcQxD7h
ze`xCUw0f9^Vcbg#cPJ7A+|R_w3}qR;p}Kr>$mh9wIdT`BaD;U3adl2tP&@@S_w7SM
zE^=0&+}ZZ25(FBduO0?r(-fBm-+j+7UWf@{p=24FQ|wclkA#`Aullnc`lDJJRmCbw
zd+br4b+TcMMe=N2cd03t_a6tZn*IOT!Gi`IJSFWeYWBLWZ)NI~n)Gi?1waoD5x$<m
z$tD^D5de4fx&}HhS9R{TQqfRyC~Z|~A1t><f$5%0&2CQa0LR0N9{*rxxzgkUJV1c`
z#H!KJUzEu*7$nP{5QvlMotHqZhDIXdJr_-N_J-n$$f#7SgZ#^#iV(8v-0uhdOo4W1
z`>9TyzRGb6d|gQ@@pvj57I6tD?|3N(H|Ql${;|0h54U3YU~GC$y&l*mjUg6Vk-(+)
zHu4Djz1aVX?~FFqh`*+do-WmPZ9%Wc+N6A^0OQU=_V^CJ5+kz?J;{T;7&*Opdh)GI
z`}pd<_zmKb{Hn9RZumj|55)64sJ<G$l3Q<bzvfu=yxLLpJaF6L=P~G+7wk?1Gcgjt
zjW1^^S#}uU#V_T=s>-hqFT6FimnVOtcttjD;Y|*&ZQ)2&D*u4IZC5+Cu%2b7r|ka#
zd7Y{N$P@ptuZ+cH%gG|3B3_$r9QIwR%$Elj)?AR@G=d;-_sJ-5w3i>_bg27fW*i1o
z1VO065Ct7YW+q{+UpxL=F)Aic$RL_GRRi#t;N6nJ?;aDU*-Yl@_FpgC@0S_~#Rymr
zffhNRYAo1ULL8&zV+I|f#~;w;6;G1y(Uwhgpu6*2*DO&CjNGnG;m{2`xkPCLTLc*B
zNXQ4S=yeoh<fPW)98XlZou^k<Gt{&L<RQjpIleav%3gR~2_c^!DC32Toug&xOkHh1
z9ZVPRlM$R%EhR-yns&8ib#(^9=NLP&JJ@5ynrFEH_nbesy)kf&4365nvbBZSY`22m
z#f3~JB8;SQ7F2My2_kZ{2Gfl@6vJ1Xoiv`Z4Bx2kXHT}bdGb>gG_(TG%$9M*#aTg(
z7)WY=s5<vpR$rMy<2q;;nCnHgjri^k>+)afd1kR)s@nck)UMIBs*>X;9)-RBny9zB
zvmEPgbx*j8%zZ}{_LF2<!!uqL0)J1`22u2nY-iEX{{GFilS2nwyRmjdfXY>7XRLFp
zyZISTQq2eJ$!crKRG8ypYOnp{+wo|6RdYfcPF7s2$@ns!-DS{P7QhYVY33A&rS5TH
zu>BJAh7r4K+UH@P&5PBwRcu<b_-GMX3_q<%s%C>>qenu8XRI0tmfT@lucIvlWklrF
zjRX41jGWdXq*Id$Z5JO7#FYa(d2q$wWy8d<P6y+p7$}9$jG-GzrE$c8mF?#e3)Hu%
z_#LTj?5dfH^^z>}!Vz@cLEyU+yvE{B@F|)|NMg@lFxFS!+<8-nk-3B$#(Q_PNwR{3
zAm;qI(qArI>Dx+a!tzI0PG&Z{Ku!ax2k6@%$k050uI(eRq9k`YK{Z@eo?g$vT?;C#
z`o&6qq>USWdA~A_nL(~?O^Q#9-N>Rd4*r67<HA5WfZdXd*aUOx1M+hvOg}_zR|N93
z>R(V0bUE9u)gMN9>;{J5*F}9XO#q$j-NKFS!#a`c68+(upZo0%y!l|VT&1C*FwD<6
zJroSWX*RNyN7NY5_#ku~4<s(FMWC$=B%w;E1`alJmDrvSF#pI7b)BDyS>KJeJsf2H
zw@>Hca)Q^aIy|xO03hbC^_yHox03T9k;q16u-vXo#th|VMoN{>ZR}%(MD*PxM5`H3
z`}xgA>bgq15%{Vjb#2tpK^*AlP5wTEl5I~>b-cjUG}4Y$usIXMrm<_Zgvvm{(K;xJ
z(v3>62r<GWb}6|$TKIdK1Dgo@r)7&X#1H=b(WT8C>fPq^x(SXYZ0_JQlwUJZz7h0e
zEAUw7U&SGiR-|rCN`D7qi%ndrq@yFNE+!4Cem61X6OsWXlO9?zc%dVRo0ahKyQI&$
zw*O}za$-kEAf!Vq!D};T%}Xi#Z5;K>)M%P6#lX69h?JT4h%J#|GVyfw*nvP$bEi26
zS{a9*T6-I=0F&2^u6A5!HVbh7$Ftn7QoUc-HEKB}Ew7*=&29JsxQ!^M<m55OjY*R9
zGdQgHUj~abm@(d{+V7b!BD9GSVl9QB#Y%}&mK7D770M4{V5LiOoPz%lwW)SuY3Z*Y
z{@8MNITeGUaSTBnCBa}~Ot&hYwml<MU<Y_t(+<o7qiTVJ@mj_KRjdVtxvA=K&G>9K
zQ5j%h4#y9?ao$7k58;di^_LW@KHOWr*R8LQC!UZtOi_RwvGct&qP;1YA*61d;E~b9
z(7ytTvg1Len_ENp#`DZ+l4vyxtJ!{^R81<<bVFMob2&@Riy8lHR5Jcj_7bMtkXAka
zCdDn4(Eqv`Rj-193;Y*4qsZvaTZep`LJuq2A4c(CtT_0>|Fq&J4F8)I*ZhCC;^t57
zVBw;_{4#})+M$W#FGiFnmt<DHPY#b}NQXW5yc!oFlzRjby;<(FO`53KH;T;KU%`P{
zLU0i7vVzirN|<lkVDQJ5{iy+}>Z|k6fND&rEl7J;j8p&ze2rnD%H56OY9r9$;M*>K
z!>yYRv;?P_T0WHCR;06Lyr#Cr*)!C3S981_=ZnU0h@=qg-9h{}5KGRzkL^X}w{bC?
z8)h~VpZ+FPq0IQxFBtbJ9^1Mirk8YylFF0h_!~rz=)X-kf5@2$GBt6;M3q<1Tw|nI
z_o^#pF|o&GTC0gU4xB+1zU<Ij;{YFVC%=erV^v7lG)J5`QV!Royj54oF}Q3M6CcMI
zpKDu)@=&R^uqIR7X0Bp1)?{|Ns(B~nB2R#Rjdea5bKP~ZdLb<wizHirO)Pby*|4ip
zrHKp&{=*bW^Au`VJ>AmfJJ_98Ty}AtmZF%zsaG8rEezaNf|bpPxJ?w1mgpD~ObkKO
zDf}{~#z1~qYcE8qoqWub4Hk_=Drl1Eku7abw$z_pGXF}mK*<X8Xwc=JQ%M$*rnilP
z7CcW!{p*skwi)HUEi@~dhhrs&U)UrKB^sQ;=hY}sfp;=b5&1{Sk>W8!?8kRJCxs`K
z@jdRl`ypJ~k!X;V>5PL5fYP%0IUE(8sPuh+Pslv*dO4dLJoXG&9!gjD<$_1==Zgx@
z6{mdM!VIcR(D!`;!y}-k0mDt+W*Aw;*KCI>dfw&?XNKW6<-ZGVqXQH-@x6;;B2}J)
zEmc%RTN9$zK*7qlrujLF!Dm2mBR@l+{g>iaCnQwgS)1PxWFrMdoX=p-swfb?!ZdMZ
zDvGI2HyTt#+1a|Z93N<3**MszTD}c5a^>mx+9w1!9FnyS>~&~FOaH)!+3PS5E1c2v
z4ULuue%L3LZ$?_c&C~nX>o53T@td)LY?vO*nHk4Qv0}URcbx7?O@j03%{9);GS8{@
z+Xe<IHdqo3hYOuRmY*@Qas(W13(yMz&YdJtlt_%vF!`e6s0}kuWs5^b+JWQI;!?D$
zVfqi;_i#jQnEgDiIc$u5JUo~aF)6zGeX>Oz1dyWYsLJ|N!$gbse6Aia()Y8&NISXn
zM3Ao}8*l7t>mPRY9l<n#4}mvppvm&v$80-0X+r61WNGrjT@my9d<@L<z2AC5+INu7
z$sGb%xR}>xjjMvggqU|E;R=#(a@rdcLI#+RBvX<4AN5Q4Z7Ju6BX02@0>lKkUQ2>G
z1Ao|&_S+Iyvhi%i|LTVCVUIGLXLJ4>0?^HHK_q7^2ACl%vt_sc&@;MZ088OXRv#+=
zIdJBiP)CBL@aqrO%6VHF7i<iF^WeULy{-DcWkcYbv3UjAY4ppj^YET=gKBTlpToTl
zBLI)~n$xP7w-kyMuRpD0Qo^}xTV6UGWSFz<Ovf~@ES_}7I=$%U%nI)OTU*ooa{rIE
zHXF=~HG9N$O$tx@itjY?n(@m0`r1-A?zZJd?kkiisqAX966{zJno{$eK?3KU>ZAa1
z{HV41uvd*6vwM<tHg|=)+}_gov<9zvUtc_LKN>guJH2@aa(&@9ZCKaBV#p0^Tu906
zDp$R0_f5Ozg=TDPQU|)0`?^P?o)u06*F{imM#NorBXOH}g6qpUN*d&3zT_idFQtS5
zT~Ih%(=ot@J%&W`0&CmWe6gl<{`oK(m=k`tWH)*Y7+?qxJHsirdpQyOSR-_&{u6PO
zN}A5={y;|zobEw<I?^C8bi~(sMFH0ZARK<00uhNmm`6e#JTLp<T8(ZxufJ&rGF1_#
zvha@llDw{eeP~#sx9rB}s)J3r=c3m$+JA9?GTws6R}Uz2WnXjXQGeE2)jAs*(r}V|
zVY=Ae{Z(@Sx?X#tG3A%1aE!(ryzMsn3-rQjrHTwP#_JgZruDHe`1KiIoa!SA<m*L8
z031X^nW20Zn2<GM*^L(>kuR^)bI9w{e??Z||084t5Ha5<pfKwrL?Cbzzl39DdZDva
zXVa|cBbmZN|2FNgAj4Btt5R>XCrlDXE5v<gC@B!n)wnwtwOP1!%o=sUI)G)~$t+PI
z`GC1=*tEB8CI|=gE*$r9PA}r#b2E(9{T9mr$UwPEdrW>4t()f;7Fortx=T*FnWp~_
zaHYlkwB$9a)ez9NC1etZbQu1SjOO{P)A*T}$m?cLtWcxu{W#pHbo%qf$5Z(P99}9$
zB|OV%cq%O=ICXWTDXnm=>&9DJlMc7*9$OQKAemSw+M)Sn8|D<Flv%824pbuH`;$7<
z+m@R8LL8Ub^-C3y<S~b0j~F%X`z>U<gVNd+3aOTdgJRX2Q>)SYkOhJc;0{Cum|b>6
zz_E?elEz>lcK@|a96F$MYRi0Y`PGp`<Kf|f<H;%+OHyUy;mwHaX#0e!s<QCi?vTS_
zz2k#^i{o)y<qAyTI8@kwg;p;A6KK`+(hPM-GO{4~F>f%xa++9v&SQ(q-%V>dl|9@v
zJnbd==D6%W^SSm^E%lkU<Ei+(cnUN7X`<H+Y3IU%)F!;gE2Ww*8w0D}`abzzqT2(K
z31eyVgcq(J?IKHg{SG{IaLe)+k3obH@|L*gmlZwqXygIW`rI<+z0(ZM$FV63s3-gk
zwE`hd)f6^2Cv!35hzv~a7fo5VX;&0*DV7sbu=I>(PJUjpk=O1BrTZ<_>TpdA=bj6J
zU^?^49?0#Ewvu{;5yNYrp0cIi+9L}@ATEc+3?H6%4L?#%VrdW<v9IDTL@KpT_bcLf
zCJCn!tT(w{8>OUe_C|<%O1yeJ-Vlb}u6p5j6QZdZ_EXH$zfBDl45Mv*vc)3KbGtp6
z9!#D7WX55$A!t^X-x(ldXIujt=p&uMokp{?W|0Mn8p@U<7xl`X$aOy{4N>C>Bv%vI
zZ?CU~JOOpddI!j)Z<K1jQCjnZzQ8$`=j&PI!mCq&Sh<~dqyNt7oy#p#Vv4~J@Byad
zeWp2fS1Z@%8!|O9e4JsUhSCQ{U($DU0^?2nZ^=k6a}^a+!{4bGzTWR<c<tvU=w?y9
zU*_&J&+xdJ2NY7H)3wK~e!?OnTv%B8xOl(GXAepYwr_fJDe{0!_Y=MocBJhm`1r7@
zhw}7!pgj29Wt{ZQg(F}I>SI4mbMm|%_9`)c*F$Br`MzILc|a9RcbZTA#d~!`bMJNb
zD>l<7Fs2Y5Nyo0BJm%!b#hVO+Kq}--()M32D?NIzXG06liLl3`_-gE4oAgf-IzwhD
zlJ11%WefK^9q)nPs7)=}`1fxnVw6)2EuevtMJ)<f&)=%lKVOD^q7OfN<WX$^Of}}Y
zH&YFB_P?b||1zt;%!*e1FSGi~to|~qzs%|{v--=d{@0n6JqI9h{bg2vnblur^_N-w
zzre1)%<3<*`pc~TGONGL>MyhU%dGx-R)0OKzn;}!&+4yd_1Cld>skGO?OFY0R)0OK
zzn;}!&kE#!B53^|V^-d?lW!)5#Sv#(m8SKplXRJjM|;9R$F102zuj&14eqmW!kSgO
zdb951=t}XgJoS9a=h^x#>^mSoxZrU2^!hlJ9DX<**3+_y{(4i$OzY)AZ@Ukq1cmXp
zri+zY?>0hK#8Nl66SUHS&WAkl1mV}pnsBy%CI4JZ0VT+{DY3Gw%xWU{tCkSs+3LT-
ze-}VsbB5bVJuatXHOHDo%3H~p%j^>nAtFZ~ZB7SLJ{hYG4rXSnR#KZmn97jNqIbPK
z%jafJv`4KsLQwL9uTQu4fl@WEKa%%bU1vcwPB3aW;PKRNcurDJFS|n1@*Zc26W6@%
z)))jA4%*g7Y0oeF%brpjw!Aa0$~5pHxs33=ZVw~AGjcruCY1FkhqA7Xtmom15X~eb
zqZ2Ucem{BeY9&|z2z=!(*)%tdw|P#zC9Me0bX}&vXr51Bm38m&ej_qQI;BP6a?Tu%
z;5XVtzI9kl1+98|+C6){HKmodn8a8Ce$?Ui3eW>~$MY{~Y887tbh*x^TGoOC2eXm;
zYD@qqUEkx*GXOfL)t4&`#7A1LCd578a^3g){ue;sUiO-_3dx4rrQ1KgRF&JCFU6A6
z%4ld4L{>mD^fWXTPwZ&CQ}E-pwWXC;>}Gp(aMqso+suN2J(lDdkDGm-V1)x)_020+
z`4w$%S@zCd?N{uvC|;y|>nHWr$3fWo>5iYw119Xqw^D#j<#Dym@CB%6em9!_fsiy+
zTnW5#V`tn482LHuhSq)bT{?o5Swy8}LHSU`XzzB#ZS?5I%Z9wO`AwDD(#YF3LpeK+
zC6`Zz17eVT>=o#s;wUNWK&bEj9w?Dxrgo>k0IWGGyJn0#K$d%oUAYX)C+?A^6zy;a
zys+|HAV<`SHp&V9ycHwOp*k=MlzEJwqBRVnBrOb6bmg*pbQ)<3%#FOBJd1a%!?5Be
z5T@);==lZQwy^3fcd0ZMu5%PF10JAAe)(gc3-oPE1N)FSUc{Rvg^GOlk0mu+S91NI
z(LOH~`pEaXpTk5I3_VZHQs!I#ZAq;{GPH>+m1(uOJ_ABbq#njy=WmfcPN5#X3|#Iq
z<*4vVW@2=skQmqgnAY2)hH57;arx3sAS56a$Si!~=^`KS0u*^wLl#kKUa7(NQ}FDT
zeCg;=V_nORAKWr>_q_+IT3<$yixVt3>kr4gM>8@S#Y#~>9*3}IjM?lIb@IQ(PW9EP
zo|j5|rf106uw~uMAV)`6o~4mzLq4F0;RCsaY+9B0mq`Oq=AV{i`83=Fo6mr1PZjcC
zTfn&U_a61ejMdRKHlMA`O<q3qG^bqSf&(6((V^5tAKe)+wAGq`#d#}A1PJ13%cR}_
z@BKik&38w8-1xaxFCNRO4Vi)R{rpf4O(4Vv<N{6Y9gi1&BOUk2X8JmUKZN2IyN;<t
zB4v(G<9yn6`;!$+m<L&P)?{naqw3VDm*&Bp!&tZ*Ocg@EPclkx_d^krDQkUk{q*}6
zBSuD=P<q2>xoe!`$RCo&ZweOETSM6L&q@<}-u(`U<QP)vn_~(l>3*cQy1ZjJ^pl4$
z9+=sad83T!4oovi@^O2x!AeSuG;Hvmkt9ZuoXusYRY@2o@K&N8Or_7w4XsumKnI<p
zd|h-H9-g*xxVhNbKsS{IS<SB3of7c>oeCUgYBjqkcxwUk1X{p`)t_KRKNuy~0d0LR
zb_)}r;9uObUbU>YvVklnf7KnMn?98!GNQ$z7t7^0)jnyUd#@?1_hmil_c`5u_WYOs
z)T`)y5#}<QcluIbASCjbDvT#>7+Uxl{D7uXPp2j5f;&BS8KP##XCA~TLdD}dbuBbJ
zXS?Dmn`ourpBz{V@vY3t3iD)5Ra@`yNW7{~jKy$({;=h`*W2zeEKUmWVVE?1)UW&!
zGXtG6@)&iedmp^5LseqMc~de&#7m94>WbHj`jgl*mG-bKY<nK=_R|^Tv4z7k>L;+i
zZ_^r~#yIG-o1$VWmdcRTKiXBwWSePp*`7==yAh|vcKz(ujlG`L60L%p0ozJQ=xhT9
zZURy4l8^aNKevJe03$NcE7!ts38=}>mr65@rctdX`${rzFZDqWNOF^qn8qb9h%7Q3
z;w`{>=$H)Xm^&=j+wC5tH`xQxO?~wW%ViF|{^wtsxXP4+?I0a*&HiaPQ)0HtQ^5$g
z)*%B2PxqJI9iE9<Zd59Hh?}MiuYd%YL4H&al!b9Z1+ogX5O?^)%**0fvk-&aP%ES&
zqW_Z09T*WsLUBgYu;ZnjD(&Nq3H4EvH9+g2Csux|Zg;2EXt)Bl0_%2BBIQ0>X@2yD
z=O!pqsUm@5B%QvjqS5yq!==);D<$9ic{BuavxC$gr{L%qoS|Y2ohzxc+TszLLM{0p
z75<Jug+E=&)ZVO>yXS5T@lMD-3s3^4F!4_b7~civH{tS0rUXeBD*gBh$A_osMy+{4
zJM9b2=5U1E%s(~$0T5(kBAmq1;w=w3thI)DZ2#&2)18*h_4xe?6P86K-npOw$`q8N
zixv}T_pKZXx?m;*(C~GC6wjf~OKCYG3_`81{ScQkn_(l5q@ssyh|=Hd%+Rv@$a3}D
z{E&A<o3L#czNuoGqa&lj$_kWRDZ!lmz0cjuGcJpG7O$aYNpmla3{dUEua#KEsSuP&
z8puk<+@m%=rsNG$3l`Zvh^Z4zUn7BP`71mx7*Sln3=$2|2;GWZM`vQ$XmW*75tFWg
zw^XM5^xb#n*}Xlire9Q|j9oL&M&!okCs~&E4gFe4arp|DyrlvCg+SsjCHkvpIemCu
zQnG#!E36^3o>ek1QmC8fE9X9Gnchbc_Kh!|IRqbBR>gn3gF+u97S&+dVEP=>IZB9`
zIG-(nk9>nAZW`?P@c0;`h9#w2Sk~;=*R<tl3CXZc$}QM;J~ohtnDv9n<2R8&*o2bj
z#+LB{k+Gmt=})Y0NO+G&b8vgz`B-%+P76^fsO=lX2q8H_gfknTrAEjUan@ywKg^7!
zI>lG|dw)px0)jeV2w4yE1yU-Cx<%KEAOrk|<YE8ns${gzcSI_+?{Y{QFLmTNXtUp9
z&)<5B8FopGUWBoCx}BDB`LRmag$9Cc@c@GIh(s)%5rLYU`t5)Ae+`fQ)BmL-WUeio
zfMh=&I==z>9+ZI0T-zt|YN07`-KIr!lZRhhXX9vDRZQ!}NF#E;JHs9d6#X}3?8j2h
zo*eZj!a8}C*w@W#YG}xcnP&?Niey9(A)U2P_Q1t`l(sfo2QtFler`w#tagzqR=$3(
zln|@|NTU0u2m747h?;+_^fhii;cMd<d<npg$ZR8oEg9Ml)~C;lXC~fGw&eA^k4FH}
z?8fM`8%_Tr&2{d#1fQ@IyRQNl8(nYpVz_5buJT=V3UXZm2Z<toj5_5aD0@DHD$pD}
zF9D}={(EMmL>U)#=r>@%h&E%ckD6+)9E~;F{i9Si&H8QtKVM848$zXIkFsTw{~YrL
zBPHVS-Pr7`QI{=isc}s<Me0%!XpW|i^N(Mm2377chq~H+OMZiOwt7YaMFBJ2a=M(8
zSS497_U|)3#8V^Fo9*vAU*!I9zpzLi?#Tx#WoTTi<b%>QVV9ObU$S9SQ|(rIHg^)5
zxfqlJgbMC}T-zzrC(RhCUwMiMn3BX*a=bxS>ka>kBU-#pl67ZCEJ0ry({A~K$!&}U
z5!=V=&c_+ezzhV;Ix3e&W5Wsavys0tSW=H|q!{8jTdZh~O!hvNoFg-%l2+lvFFQbB
zKMdUX_#?o<kQ<zGIm0bt(B#0gU0p&*l6iPt6fj8qybw`f=e$DlM1+Pk7*k|w`)=s<
zDk45kkU~`q8f1K05t1n1Pdp1LCJBB5>62p2I99s!avy^4Nxm3RzUsQ{@byohzc(2K
z<{-X6cEn<BvJZ>_CKHNJB;zf;Z@m?K2zFjeR)QQWTv<Tc6xTT{jDLKi3M*gUmsDQ?
zCajL2d>%p$$zj7m+O9T^0MWe6#3Hv61frJ86O3eU|7g8HbMde2>}NnNr%dE`M|IPk
zHiJ?q!Ab)d6%}s50-}`CpOuCc2&##ZmGLduA9SdTK6&O}X!l!FM`l@1c}275EZybs
zf7jC(p3&xux`5n9VZGBs`Tc=<vDQkdnpIsmqJ77y$2Kk{?9X-eXoB!ocWr0&H4>Ie
z#NoD!D|&dL=ivwI$UkjgyJ<VWc!Gzg-t_}n=r!Kpik(7sWAri&B>%TAe_No-|NA!;
ze?|xGYiPzPNn*zy$weux@2ZJ`?fl&J8hMTy!r$QA_0(-+MC0>vGut*iWuo2nyRobW
z8Npr1K9Spuc$OcOqkjHO)Z6HI%wuqx`i)mnb1cou@vyWVjbSTS+duTA@)KP#;&{b7
zR@>Vs{b}Cq*aHZUTPE>4a%SEVZy9h4AtE8Ggv>dKK^VISD*8T5v3T%lQX6)Kl5twX
zNO^s5Tn{EZ3=R7N)vP|%O@1{Ig3RwW=L6SNU&#psR^n`r69*{lfT3v+c+T%YmoOe+
z`s1dEZ*}2t*ys$05~G$WY263S;naXBi&QN0P?Zewc)O7w7Y5o)z8wqd4kR*NLe8(j
zrVjMHuC93SEXwLTy?brE`+=XTp$2!T&f*wn7uT#XB1Da$j7I%cn;Mf)S)16W8U)H`
z;yc2?`|VILS5Y!jKU={UE)Sv8yOnxr^toG<CHb;|^z_LBX|Knd+f;5wT{^r+8&QTB
z|8rdlc>&W0oi(7!WnL@9oRLE^V2{#8<I(IPhE<A%EtQ-HR+-5^RRz-eb3isC75oMw
z#;?vmNlxE@9YQ9<wfj)G&EMI{S=|d~tymuG*4kL%;!f8FF}kKmzl#!xK6z&=fV;p_
z6?UXsYMbmCt~rC5I`9!%bT=27;H5JfmJbgY)=Pt12DIeid|8GKwHiF(W)Pj=7e|>o
z`eFd1C1W}r%aavbQrOr*2yZXu;i5rUVYz}SC0CuRP<ogxSpXS~XP*pVEgLsW%0)@#
zSoyvex=qIK$#h@#z22m^u(5bE9W8wNRPWtctGEbKN`HuEgT2c4Po=rmRlf1md?>cK
zg{;b!{E<r>a|-xclKm4n4@k{1TW}LgDqBlSHtH3+XM*XrIMY`FhV8s$<Z9PV&t`YM
zQX1BlJ3eaTbgfJ%5jjLRkfmXL*jU{ZqtYgf=#(|MLfyj{%BQ}iG#W1_pyD7JH*hOZ
znAMFID=PezWJ;Nn5nb;rD4FPkB@kZkmSx4Yv!QI?TEUP#)?@xP4xrBv=TAOzW-Sh`
zb%lI!ZYP`aJ+%<jQ;8Tv{)7fAs5sji^y_y5UE3O#mx1(8SuIGIEWmfIA!CoIfYH&E
zjz<*LwP>aFw?ZoaL?sl8%=XNw;<6@-l&+2?$`zwtC6no<d~6F2p?VG^`uH#0!UH^&
z#^E$9*2F;x&nD?4NiCM&^t`YFUgcw0$#MnNv#%z~jv63hnTo-%7-MBEU9z$r%D<X{
zh3OOCkw@oK33Is7e$sGCCBo;KwkcM>>2DKiX&f7FTV^OcAL=`}=@96}=Qy7Je2sRR
zPGn>~HKx1$E3ejK6ly$yd4<anm#Y-Xh=o#Z&=uv-k?EEx5_9{yW+tFC?jcOT2L0BR
zPxq-QO*1u!Zgm}B5GDG^t2|UE*KW#{VD3GY7F`!|Lw?~zU-p$8Q6E)mVI^wVrzP1l
zG0<WVhTqSls)6ZOi@Qzu+@9eH(r6t=Zb(LD<E7SJrdt@>fdbqDPQhfN!aWUms&y{t
zVaAEhEh;>MN&gpnZyA+GlZFWc!Ciy9I|O$N65QS0-JReP2=0&|!6CT2y99T4cjs%~
znVs3$Ge36E+4;`?nCEaFx}L7?y1VY~x}~eG>lMg!7!B+ONS&aEnD5NaokR*>{G@6X
zIRV_}nLDFu^TrOvgzFefi#RZ;%U4_yHtNfz`xay3hJsxI{R2R}Jg#b9CZ>tcY$mbZ
zq2w#cq=OwFbFKaJC!ede^sWZ?Rzg;~*hs__SR=0X1$d6)a$oy$KR$?5!B`I|GV7^P
zsu)V_B3y(l&CPHvUxp0ohvT1>Y~S#XnK$sX9$dqH?%kgMwYA@`wCo&+-=)8W(GW3i
za&QI9+=VCHmaT=CN+%BW8&!VJnPbja|0y%h)tnxAzrTy-&u5TEV%R(b4thdb>t+YU
zr62(><5bLIJG}VE%Fk(37O)y&x*EU|XXVs4B<KO1fdDeN4bg@p&TXqt=Pos6t~!4M
z*0%w`^4Auxw8Yhb^6~(%bg?bgtYA^~y|nmVs@<!PE(g{{HpIT8?30em)|S1OYTrv%
z<97Hu?+E;)?-*WUS(%nv?<K4E(rnfmcN4I7a$W2l*#8?Z&rIEWX;usX1e@FZ2O!vn
z$d6>gBIb8cFQ31F$gpeyiI6zDRQ&#iOZIoD|Hr>A!(0YLBCriAdHt(60SBxN1(3vU
z{<a#l;e9peGPK&u-_~gUonPSSZ~OxGfKcuYDCLj;LJ~0hH_)*SvGp{7B!K5Hk^s42
z#CngvH{TG9(m?Uy?h&hXJPN?PIvBoNW$`t-QaWqPxE~)cKfPJeU6XISqC9%L39fy3
zs>hs_)o~QDZ$>ib=kyrvL2|8q1@WGoDj=Ri!W-7fcD{?fp4-*KVE5Ley@k1%ts~X5
zfPH-(OdJ;AR%}vL`gO1zEOnR}a2B7;pZpvnS9X|EVaw`@&;5cVSLS*1_$~HJjNFQ=
zj^OL%Fk^vC`mR#U!{QdeKyo6r53yvY%IUN#osF>OeI>J|Wd}Q+!fXU2{#x5cc$k>p
z@$Mf}?6~S|R~D^(TZandvVDO(U%k!JtYt@zXe5A%rN+P0;(DUl)$5p@c=yv|ZQ0s}
z=Q0s6HfAT4Mrtq{%Z*MG(H<ht>}|{+aP=8cU$ZTid|yr>Fd1GqKXh1z+&?xZzFN7B
z&TU6e4!`Yp=JOLCpM@VRi4$~36VRUv_}WvGoD`1lwB?%3KWwYH%4)PMkv~MXiTOP^
zp1$6f9SOkp{oWrZ)EVRT{T<bt_k7z5ClepTR$zZQBKqh0_Of-jj(~XiqW002^*3Q9
zz(n8+-C|Bq2^Q~r78==jhH}J=Pu%nl|8@7cdRnSco#lC0l;DM;FR-gooS>iR8{}iL
z5;~b4XN|?@>0FW6=CCC;)E|X?1pt6ql^m<L`{p@V;beSr^#K^VlNt3^eWbp{3{*P-
zWOa>CK!-P9!`y2>3O*xzg1t2+I`+6*aWm3&GG~%AxqG*Lz6EVXWMs>w3UxW{PHQ>H
z3buSaTWC^R3G>9MQgCl-Z36Ay2HFy(9zUyQDM*zp0^W9vXu%`OR({qBVAXC{^m|K;
zTx2tri-<$U8Q??@*YcEe_oyO}s#5<lksjf3eAa%X|8u=OA_tPi2PZscKbC<T6_G9u
zg`<8~f2x61d&PlgDH(15;N3kJBRzN4{?=B@?s2(2wF0m`%y{1}nC0&teFRAHWV<i6
z`kySq>;O2}`GjpaGI%d$`@a@X%0NOwav$3j;|x{_Uc`zM9Q1aGN8=e3oM(L@Ys5;P
zr|b3x*5p;*4aQT7Pp#|v>`->{DxqBgKqo30aQ$;72HEh-C5?}#tfEP-EN~Z_83C`@
zDY8osYkv9;oZg*%A|%GNI_^;u=c@q78;k2KqG5xq`CWBzpn#VN7|(4snf=+li~;1e
z`}w@eVzRV;;Nx1Op91?<&TKpO)lXiLAU)qR%RWKyuvldhmDq<?H1<iq!(-7-dose*
zDz-Z6Fp%+#cIVsY{I%yZ2>9*}0ln7j7Of%o<9HuRa@r~Rn!ff1t*B|qjOW(9*}OKR
z-()-7uh$zU#^$-(r)nI(j_zg&B)$n@?1{GBAeUA-jUB$QO1FVwR!YYY&qH4Q*<*NJ
zL8DE!<-5FC6-tlE;*=}JK)3;raA)oNLZ9F_*80n&+SMN)Gy+#=={b)Se2$QHQ(Cw5
z`pVfp%1ihx3piBQ4dq;0NI^NtugFVl)M)iQQ6kare0;m@r+quTzz~nl=I~LDz55_v
zq!(X)88FAe;TOPsmh2+tHoyM-Amr@`fbQ>4iWBOzdfotmKxroc!_aT|nGO~1tBOfK
zkn*i!S9za&SX9IAcDh`IL85qd4<tkRy&Gz0)N~MD)i50qN7H<<8mzykb}n{pP%-ok
zC~x~AhU~CgV=X@}+(%|GyAF->UcpnKC-iBSt$Llcru-zv&DjH1VbYRu8FU3D>w13S
z<BpKM)D%UHqzMWDxOJ_x85Y?6UcC)-KwE)qylN_fZR_O_?U*a<sMcmjKY^EYs|Yt0
z4+_gAu!g(H07Fkhkrh8MUqdgpF=zcJKsQk6+;TIkRTR)SG2VjJ?T8%*;E!3NifdzG
z;n3t(Kk?$h(`||(&Ib4HpHZG6t`Gji#_A_&(xAO-t+gIUqCmXdlUrLGT%@~d)?N7R
z_@r<YiHc{nvuSoD)s;$C{@Z;`yGpB|Ury&fhPHD5+Qe&;?sbF!TPptZXDtDqEEgI&
z;{wS@&(+7kx9gEZ^%VQb!&m(mp=as!Hkfp#K;j7jubI~`aF8nGY?by~#3tUs#^~&4
z+^?9q$<4h4r-ISfoB6|G5}1UxJjL_~xfC`I9AZ_Hs45~lOPBSCs;cZ@c66)XLKD|?
zoQSBS#n<j7+TU)bJQMM;19v}Ds*A=Uqt#Y1O`}5+aN5HX!RLP5q4^;*(VM5rnzKxo
z!p6+<p$1kbSElbg2ABWkYxB?T3Cums(2kd#a^orr)^k<r?qUpBYBvGOXjC05LpsVa
z?HaYJFN0V!_F@<9zQm)v>S*8XG?JQn1cKYRYseRCHti!#tPBhZo_2a9zToSB0HYy?
zDz&XF5ggmq%-@Oe)zV_)>B5>Ksx}+%qvT3a{@VS^c&IYMF?9xs|6cG>Sx@5$$i=Aq
zG6qQg63*$O8~~orx;^>*PTyzI6lB`d`ASmuae&$rlxBCi#^TRc2so+)<_WS4I{XMS
zE==C=RBS;I#xI|O2AP?_)Y#8mj%FQHz&|o*O9XxbIp9za1}HFi7&WTMo+%)VtFuq%
z(ZI9;G|oyhAfIU(A;=EB61XE4>k7`AFrd=6Dy^s=SW{hR9VrKsg>QzK@H@Z>0hRz6
znF@ZyK<HQQm&RiNoKYi8F*@!Pi*tm6_3<06U%S_v;Zd*S@NJ8;4r~>2VVv|f#`6Xr
ztpso25c)A|nTZquoQ6paK99%iX|^pHSA+Ywo-nlV1R3jZhlDLqu<c3N@IR;(ujW%p
z?h%Z#Iz-Z3nT6`E=oZ=SOeq@BCJqQC0t9(Nco?-Qycwi{Wke1`dU+U{EJ-O5I<Y6y
z`Ch*>h>y9v#mr@JNfF2xLWGgxoLkTK7iK#{+LCOsy}$OMtY0Zq*lmc<UrmhHeN8Be
z<RA<Yv_9ew9gU+xPCc^P>s0FL>d2XJaB?MsL%Hrb=O!2Ppv76l`4Qj*I<#&QWk6$O
z9ZR!3f~Y16GdIBvF59yrnvUco4J=1)xPsG#jG`#SfPKUlTz9&OF7LE56-r~M^JZ@d
zR$EvW(XqH5=GC~IB?Yrk!6_HvJk@NOH5y`|_d6y=PV^Ubvn&*LAcm65g>GIdQK@cb
z!j-MAaWeOkfi!hRp@@Oml9A*NRyj=V_xXJYBzeQ>T_}G~ClPk4i79OQ8Ox$xSgM1G
z%E9Q6s6?gJMTv*dIH2=5IEIjFD~F#72R_}Nh&aPg*Ul6X@unT1<XGirk-};3M|P+2
zxRnQFa5|8fP9$k`3?7h+q52En>9dfy!BlIw6{>Tqfqo9Vz8V+Uqs=Y8Iqoz!Wsmi^
z6%P(zYdqC})=tJ)vGn`c7OZ_5;Y2rh;w7sYu93A9^`0OsosZ<8bBZb`yEp5L@X-hd
z+byiB?RT+bTsnF_9+6YD2&QO`{3=;aS{jB>x*zwIAx=TdTD}7W8Wz_c`KxaF9TV>u
z$JBfbvN;xyS7_Q)(#r)LN$Y$(1(5zr0yEIDioSrx^g`z?qU#dywy6deu5rnJ_(hT`
z{DTT!8x|kF<!*mLmDPD8F$OVnA$<Lo_i}he+Vcn*Y^7VNPFSu_&`AJQEAW^|bB_=D
zygH$x`4Scuud8E9+mvi9LET$&ifzT;dl;w2Kbgr)DdvY%DS2{wEn}D?hY4IG-fWRp
zL*a4S3V>A>(yGbU+%1gH03sATm~NPlm$^^Q76z8i3|UW<Z>S5a9pW6&485>Gv7%vq
zSpGR68V^`2PjUR2Q}+WA8mdxi278r>nW05urGdV_V9bt%rnVr!=}8_yK3*NPuL<+%
zPi|~qW<YCd<rk;Lo<12bEEs#P+u2UTbuj!zGLa9X%b(F5`S9(sm~!#L>(i5HBfZk$
z;X_H*6tJSPIBA<2p`M%IGg6#ZA4O)9TU$~jaXw~lYFRBeDTTY!b5|y53k{jm#3q6Z
zhhUedH{Y(i`Ticb6-X4OyBsKEig^^~mms1>OjH*ZAx_fqP;C`jIA25@R{7K|^ktsn
zKyT;)jBSj}s3XXO2V0Kd>QA5Sv~tvlFR$|)-~5DH9TIDhy}1O9*HaeSyqMd8&%}>6
zukS%qcX|s%T|qQn#);J;jNOdEV8RDA7zn?AEC@VLqOwX*j$VR@)m*Jxj8N~yaeY;c
z58w&ukgmbrSM_$j&d=7PUkaI6<339xdy^-4#t_U4yx!^mKG}b4V5qMXRz!Cmr>bH!
zs_B-~FPuknks>*n)*w4ksIP`QhSHngh`{ei^v?FF(x)<}>MV`}PWusu+Av=}Avq1)
zS6Kc-r`n+c_Sk1OSY}jAzKb3-28`eGRLmO=2Kw@a<5F-C-%a7QkE0MajiYpy#p_Nc
z;Bq&$Ryrdv2TE`<f`10DL03DiOA4!hD-9bqCh-4-@rgA9gI1Nyks*dH|FeHLXf5JL
z^i;4#ServpTcJ^LLLaikvgYgZUt1D-pO%1^gq1ImQmytAq8JZ$;~n^!?2OIT$R?tg
zl~$jAW6k_QJCb0v!aYK@%i#1e7^&&J15$>3{-fI<iNK2wX`8sp*&;R|WvGiBT==pf
zy?uTVpd@U9J+>XNLt843l(>)mvMas~Q7FR$_pt4dxa@MEzz-h7JSak<kd*KhJaSLy
z(UFLDQC(}5c|ZyUCfvzwH}uK<`}ZiUv(4V&95*pZA}L1mG4|%0Ss-ILo!p7@sVP$Y
zhbnna?$5?REY_nE($3=Ow&Di5C!tlA(NE8LI7F&~RGD=-v3d2>RNP7|wqqceff+x0
z*arBqleI)~A3lNakfjQV6MTabi$7JRMZaL9NFxmJhwnRZO5Ti%6AWod{p6<HJDkDi
z<vLxckkpr0-j41GW8FmnkY2Z)wLP^h#9sqsWYck<C6m(kZU!$xK+@r@2e%lCL_3Lh
ziDM>)bg^{Y9mQipuo!!2kF9M~u*L=P)}r2#|IPf$;4*UcMv`9myMF{!#6cj$?#?hi
zS*`rkxEzF((xa84HflkxK=2AfKj}boGnvMBg~W~na(h@Vo;@AdZR*L39g3UV>bS23
zXy}|72q9aa%6p<Z=oLyl7vRCDH1ol$K7A)wS)b*bSA~oQItmkg>buXk;plEBu>>o2
zDId#$5{?>w?Ne9u5K_p#dK0(o)9-n~NmPa1Aju!weoPlr`w3HPDAfmv5bP&BUN#9E
zuC%aZ<e7gd(VP=amqkJ6+h;{u&!MT1b5~VAHvSNe;r|o*VP+~9tnU}-w}~WA16=}M
zjIHiB2K+D96pWq+QzkGGHE~^|h?;fa3Ii^AtNM*FLXJoJYChg<<Wf%iQrEI^JQ7Z3
zu})6?4!sebXdXij$}BjnaFD`Z7K-;y^tuIH55GFGAT39PJmmj$$HT7_H@Eq`IzgrC
z;VYTms9t$OMPu97;Yn!ia&YNJsE)c{<#sMR@MFd1Y78|_v=J=RmkiQe>u0!v@z?wQ
zvuI5)G#PMZ08y+NL#9Kx;qSQryoy4@^((IF7~Jz~a{}jISmO03H_$ArKp9ICQ%uZX
zxW5Yyj2_B<bIL-436IxR4b0WlVzWt5qpLJIM2j>vml;gx_RUv<V8t?kW-49o3bH``
zRh#b01rVHr@w7>n?1E~iO`x42v&)j#vEm`bdRMZr3xdcW$B>n)4uF$8%JRK38hz<L
z_p?R|MT<vufGMX^*m}@k{iA9@Bt)>2gh`_bMH>+!*d+DwYc>h>D1lK%D`spt&sc0s
zHcfrp#h8;Ad?~?Tax;D~KXyZ|%2gE)r0uFr5+6%dQ!9Y}A1a$}xMC9NHXh5uS^T7G
z_3eMj_bvSYn(sSL)-}o}<g^#W;tewWsa78aURubxOn#4kKj{xHyfsu-7P3!X4+OGw
z&(R_^9-|@H65@G$pJ~C#`B}?<Md61^Za7z0sV$uIq{Y_=$z$K1&it;`El7pHvP9JN
z)~!NbR$3MQvh)fyERkk3&e2ylv#!V$2XD<h1gVZQD$snxmhG*3{O~4^%p8%UkRkrI
zpplGs!$HtCKo}>Zuap$=(8OJYD)PxLjAOa2d~73$LmE=**j<mjV$VUWd*uM3P;cFm
zGTJ6B^n0zJWh*Gu4T5x6Dwx{O25(1Q;@!lyfGpE^gRa{&cshQ@itO5t(5xq=JHE(*
zwqalv^D@KzuuHZX-Rv9V1RA@+hq(QDzI3q^l4-&pbJSE@2>DcYX9WdMNn*~8iSr<A
z=Y@3Q1MJj?OAP)>iLIN81G%_S{=k{{{Mq`h=zEFBZRYa5^q<)WWcw&r|0Ua3Q275;
zwht-%-(~w^zW-;leUH6vGcySm+-@7F@frX7>At`g#I>*9Pbc+0lrLJcM?jSPIDNjG
zZuf}erQ{A!Ndu^9hc`0Y0RaI3-rA&D!f+)JTA5xQsqp(ezB|V4!2Cbe4<G3@S#6ga
zE-xNyt>#b}lAiWk#wVUg%&eATD>C?fxUFLFn<b(5#xet4M{qamFTP>VgLuWBzez9M
z9=S0#*k520f~d0e%#D{_>or@oQMg6vzKSC;+&t*}$w{yAUt+mln+LpI1WKV;i2E?y
z;q!HmQMOk(4Q;M44C-C8Jq{;3-Syk)yeTk+i2A+mJMLZtn$S_~)Su~?r+Jrh1;?8)
zr2VQ-KGUhYf!>I&m~qPucnNzs)VUH_7rhF@NV)bB&>r!LQI9!*p5z0F4*{}EceBy7
zn`tGv{N+fHC+2a*eDIQM(qo?EHu1Ft<8FZD%&Y7gU<g&@2j1Mh<ECku^grH^e$)E1
zo=|zzjU>?G{cw4zW$A60m6^_AH?{&WsxIu{+O@<=WyiD&iFIbd2k`;++jhhX5n;FJ
znEwvo1wEVQNDK-}XB$$z28id-NruYI%)AXPB2jtBoGdophVJ%~8KdCB+1{rC8XMEl
zpSOEk2Mbo#^3>cy<t9Dfq#%WJy<YXY><<WjlJ0hBbnRCOoi8@%q3NxO3ikj~K~n7|
zX<6wHFdfxqLIc=isZN0k4p;kvAC6vU`QUP0UqeJ>22mKY?d~6A4<29c*6L>|<g&Dz
za0Pr@(%u;vr@dFY-pL&~eV^S05H3yt4!`s`?|>i!Mo7fgr?s)X!Hy2W&=(mMQjL#P
z{Feiyz<j`gSkhzkRhDov%q`S(lN4Zr822qdkVTZhSuUw~CQC81G+YI+>LZ*s?mgLn
zz}kyVZ7uWHz?7{iv2F&-gusVC7CdiHNOXvyjPvdiLDu<jF(^2zPpj2dePfG4@N+OH
zzIFEJW);%<{jc%hr}*vEz|24-f@aC5I2ddBH=aAjAye(?M-C(Y1hcU7;WM34tS}Jf
zILSPkPwj496pwP5tyEai+oVc$ee4h@>#0}CV_EIj>2Iz623YrdC3o>|QrIy*RcCp|
zqBs$=_n2;xv6|t)%)sTeX*c+!JnjB${+1|sn}p?;!#?Mi)x{4*%!QjR1N8)7Rb0n3
zTC+n2)qs%A!V!B(-}iC3x82KdXR1t`f0f7lY7%WPyf){j@8qv;oUwcRY~tsq2A2a&
zDFFeiiKQk8GrnRw{4Tg^x98#c+CDJYqL?R2+gVkO1b&+XeZ*qi2<k}JNcXqxpZUw1
zYp?D*dVFo00~c4nVrVXXL1=EQrd0UPA9r^dnRZ{Q#`Y0$GXw;}<e~v^{z1`F-BwQk
zihp(;c&TW_O!6@tqO-WlXefbNBb`Ri=VnG(GaZ-{HVunX<N-{3MIz*1UOX%*hkPr6
z;|evE5rEfb9~jZM*|0~)G%}{S6oBe>#AS!KeX)KP9mC?;G0XCRM1z$yDpLh`bah82
zz9URtEm~Dz#APrUbOBtSc?9^PlpbXy;i4E_9RSK38$+^nx_}=)^Q8Z3e>8r{2xPsk
z#}0-WPw+0i!@5xn->+3-{DjOfY>(5%z3JZ(6?D{T(VbJJ6$9D|=Mx!RPRiV?o=0WV
zf=2shx={v=@PhyeFIzY%13WxJ;^cx40V3qb3lgZKF2id;olxi76Yx<+C@ZCjPpg`B
zdr)Xl4_5_eXT~;34>}dr>WwdjH=;1nwT>6nH{=`AsA}phb_@$;f3^x3p8FHkogb@O
z%|H5?#zf_RA;~Gr#vkX#_*kWsFUn{4(&^`E>Ov>oVD94g`<2L-!hS7CCZ!X3KfBfP
zEe|5FI4(`S;o|%IJVDrWH~hEA$>9}4BsU^)&x<LO&v}tZ_4qSMAqw$z4Y;Hl<l)6X
z%WWRCplE4v12{gO^>q)Om2-VZ@6WaK&Rcu)v}hfQjuLXpK`SNs5*Dthfn^E%0SS*2
z0y#t>(h*~VV&71a7DvJM<49UcDyU{~`6PwWeLq6BZ|91<<9?)5naKL9quM78G#vMm
z1cMpa;DqLEH1Y6qHs&NWGXO?+A<sC<k~8;Sul>6zK`G2YJ)M-!X11^%{vxW4rb9z-
zRV@>9%!{L8ULN9aP|(D<532R^Dnw>ZWmA{p?PX<Y_y+J6-xsRQw&L-mX*vy*KJBQB
zHjW&=qm=s;SCqa0k35Z1mFXysr2EG{&d?3CB`2zDeSudJ=`akp<9U>HAV5h5!Emx&
ztg-0)3V}X^WsWMFgeV%90hiS?0#D?hOorXHjfE9Ji+kVXa@0Tr28YRzCxq>Pja%CF
z`tp>SOs9eB8xK~sAm?@r16r<GTRdOwxFg9TN`xD9+Ub}p!2^aPxlLnaM?w8tXi-C}
zuD1YuJembca=xPx5&{Vt8Xa=?H_@NTy!ThuqjaCC#lN`0<C&u2y!0iu1MJ0>H-?QS
zUb;;T5E{_RUnnkNU(d5J$g+e?U|rK@tH@)5OFu0}XY%^p$#KNtX}9b#5`z<)qvFhS
z4qbqNUYZy5ScI$jv06y+_F@(=ApgpcRi@*Ks2SJ88lelSY6zJjM4BRsj?k1Q7>n&x
z{m!|=I0ajVEhXJsKHz#d#iu@oe2d3VTJ!5$EF>zX$WN#*O{;F#)<^mxdQ$c9{6bsM
z=MRN*_2;C=9{XlmLPOKN=}00(buQW6reDy*Ms8}a)~O8*^cD6SxOn1%p*;=VGf{I}
zFc54ICOR5HOwK>`F(oqBNnqHThL+?6S()R5QEr~*jD~VijK0_`KR_^k5JQ`Wg?K?E
zI&bt8pIc|ECX&I_;>TU?DgmYjma{&ZWYKvXp#;>>AOPe8ZuGiG%qGc60=LLvk{vlb
zY|1|yz6Ta41g)IR6ffwcAQWgUa@Dj_d|+vYj_(h;pdioeqPZE_;#UU{HiLVTn$XlO
zhhx@hbEz%_K2e6dv(W|Q6a+EE(um1u^^uAsaz<owa&@CH6n}R6+4+tt*%Xwpc&Lm_
zFnSF=S*ti63&C*RYcQJ0GbbpU!HL3RK1{d1eT_;ABlyGXH+F1u&_XGXGF@f~2+8M1
zV5P!UqQZ>ltv)MD`T*}!ZdXT|_8lE~`EZ17tpMDbFoRn!SJL(^A7xn&-MC|4#zw1~
z>Txe_5?9|J)n^u?-nP=upiasQi(5_g$tNzpuDg^)HNx>LqC(_zD5^b>s?J}8Fb50i
z*{SqFz=IJup@k|&y|4)Oa4n9-p;@CcTSa6nhF|X?Vs($d#538WNCo^ZXX|$lisXaM
zQvSF>*jA?jM!eWG?yVFnO)QTN$pBDwuX<fu)8aIp4~d749e=j>B6!%brD%154mjPQ
z*7`|l^rMk5yiCXyx$KGn{9a>dPR9cR0?|O<f`J9qOp=bD`~a8@*k*#D*&&ruT_iq1
zJ{vbYx`_F?F}*5S8}VqGUR&99)Haw)s#~`#ZN=axBBuY3u5Fo0#c0{<IGoP`qga7j
z-xZk|As9rOI&^}Lt>aJWSY6a|1jVC|uPxAAN$@H_zr%zVNz39cRIyan49zn!G5zSj
zWTj{L!DRm@t|M+wL)f_tJoR8wVr#5pb!0w|%f@i)7he>31D@BBKC^uQqD|b-08?8M
z*v71A4!IPC=$<8+;l$on8OV_CH!vLQ*-TgyTVp3@M-u~^_bod^OIT)hRw5>%_bpB?
z&QG8I@iPa@-+$)iC1R8|u{CoxCt~J!ud7JJsO({HLd2*pXJ~0+<V?h<<YMUj*Dqge
z49tKXY8J-twV8lZGfJ3Pn3+2hePU;VWfZZqwsTanH!uR~d^T~lFftK$H1Hr|{9@~D
z;%IMYZQyJ|<m~7I>=m|fc9J)76tT0hx3e{|btd8@VidEm2C4!7-|KxgF|so@f#v6i
z{rly(gPtsYQNlID3^DjVt!O1i1QXbUZW@*PHPyJozca-H89L+bO<<~w3@g6jP{ZVE
z`D|0m+l76Pd#4#kLJkQD6dYL)<bQnK6GC`;Koj{3s;y&gJV;S?iU7NOV<Yb0qV3~&
zftp0A(qx+yEf0nJswAnB5JG98AYi*-LdbbJ$}I?@&-Ag<5C_sJqr2|VMEdmKM?+Gj
zl_T!cH)k+KInac-M|R-y6}dcpfHR$=hrPZeOZIv*94BqMQ02&y1xnY+A0AcA9!}zJ
z6Z`uY2wtDHtKt_Xz%^2#3;4)8v&7QgB20(kj80B66M#X_!$w6%vxY#GBpNcnZ>}k{
zJa12?OXODvOWK$l8#;Qr+S=M?0n%lGIXPATQ9{e@zM(=-RldweTgm3`^44>4x3;u(
zurP7?22`p8E1?~Zg!_Z`%`+eQm!G$MPo{)f<jYy#ueFL&JKK8AGP%EGHm|MY5GZFD
zi$+qDnuO{dMj}w4R7~}5oXyZyU$H*H$Me|$L@(=@?0hXKtL;6A?Udw)&uRbmdIJ|>
zO9`9US-Ft^Z6$E)PqouumynT}g?DOGHWq_)gXw$t`4h&+$54uov#yA;V+<8`wzhyS
z)~W5Cd^}!n_WwL?8s}<`^!Z)f?|G462lWPQ4EElvFq$RT-<{lk02Ij!v3OUnwnyoe
zE~PZ8NsaqPawSe#)f><^9s2DhJ~I8*sNkvx(5PI%n9<Yi<@MF=<%mRCg4dsL#aiat
znumw$%Uj~&9+tmOmBo$ZrnZLYrfMp7xZ~%R!_|uCvUzyQT-@UZi0%%{E5Ns^myLf~
zIu`w!gQf+wR({5#K>oV^uDXu9J=v$-=R#3R-m~#pXeuygVFg1-P&-iW4IjTcaY2+H
zXc4F^(C%;(FlSHId|(kEnequKLLFNEvhHiyCn)mZ`$0K9@L;Q8&RtKh)-nDhf|Tgw
zrpV_Xf1s`2nR$VugL40*Vh;4L2gy8d6Ides0X+dD8jcO#0<j--_p(3$D(WvwB{@R0
zPA^E=ayEYZUlIP>3;(?r{`*AycU<`I==h(s5k$_LR|hjITYs*u{>4hxshWu&?PznS
z?w=gAt*#n>r&mc=l1g`=B;b})pni9jsL!W8!gwmHKe1dAW@4F3`^?Y3c{=>@J^q~k
zZc_6F_bPq7JUoB5^0Fw>wmxJ*M}Fvzk0f-90cM3RA|b{6<({~kujyoGAKNj=a9HIZ
z%L%yUbs4@*^mHwbZOmPjq%SS;{AIeASG9FA2z(wJI2Q_&sydI><np?NcUI<?FLzfb
z2kWmQBc=YTr=8*V<XO|+$}YgnDi5#cMiM);J$$n}{Zw1FGA^zc9U})w4)`bD-p;@4
zt6vRFoqsDr2lm9YyOG5mSX=0udz(7g7?spEH#hhH<#w#B%-;5$Njaf?v*b$tLhh;e
z%8(`jY4EdR7AsprT~p)9$LEFgFYjY^Zca6Mb^LV}uN1wxz3;ghjgPN&5{Y2JFrS~7
zor{mB{rugzs{@0(a$<?!8tr^lWI!W(d&mfT)hb!t4<w1FRk1w7A<f-F1A2z(BNid9
z1>($;)C1GYR)2H@+9Z@H@@~Y=tEJ7k&UMINmx289L|Cf!^c3Mhq5DdM^H#8=Kp9s=
z6hDe7xzh#<NL32)IFxV5pMGGvxl@nE_*25H%bFp15717%AOo)Hl+ZKV1vlCXW5j+u
z2}a(Z19;$=7Ko_>qVk?4>7JkaGGuXsg&2T1_LyOc$ZDH=72)@8=nm95%IAO!9$-uM
zN{i-~Oi~U39EZH`%YQBac;X;n|KqFUjqIF~ZwT@6-^4P1#V7Bv3=0z*=RZOjc8-4&
z%CK|(AA~aO?EeU4Sb<37pK%QA|D8C7=wITPq&e433FMFk2=wm*6wpjxQt)J0JN-MM
zrE8e<$DafSlxsWu!AC~2S{JL|f@6@c_h9{8>SgcrruEvV%S!zk@1LNOsqb&rs9q3a
z3D+5G;j8eHaNr@g5IW~P`Sfd`A@rFP(PdaTKL0^CVFeKh^asEGon;_{*MGH3yXg_l
zQpsvihz#p*%2nNK>c*L&wrxLe^O2>03agI`3>uQuX0z;;r@o)|-uo5q@&UY}f2T&v
zU9b?E3_N0|Otu~wI)qd~A<BX*Vp4(=3warlc3ctiMFU>KADIp@Mu4m@{y>@?YKSnH
z&}l)M`vDo@aTzf(9Nb|_L0I2CeHb%>ygImFvR1XEM7cy|IA55Z8ZwxNwqGBI2CVno
zwO$}@AgTD9>R#j0NoLWKk8M59j3PV1MYHuY`BxM}d#Icu;hmyCxGm9S7TzRZa1fwc
z$CSvkKYyiw#4q|_=JY^1C|o;(D;a-a-NtFjpDjZ<^<$}Y7Y&8b_-A<_V)K_&I$2`$
zaTU$hxk2kn&*YsO-Kys{Al&G-t<La*_QW^c51vKxBu8M@v2+fNe~{F*V_#}zC$#e5
z!bQqD>Q%nx3I8K`NCeFXxp5vx^f={A?Pu-QESIxldqvDxkn3BW;REf-5bO``3~ttX
zB}8tS*=hWW7&Ok9GrnTlniiwCC?EWLeYz>21_K2>us7-#QOsO@aEnk^456N0_7ai@
zGdBMm+(cL)_L!3(BsB$G7IfG_f5EDGlQtSSh%2tg!|kF?g5sn<Zp#nqTtj;JF2PFE
z&^`VndXA^u1xX=&MERiAKSr7@Zc7dn`d;!MGvCOe@eu9KiM1?l$RUIxKmf&~HLDdD
zrVW!qqHyZ<V9d-8yCW)C*UR^&PTLvacEC_*R<q&3JcSUEWDKY+F>YZu7}9@O&sQ1j
z6<HO*W!M!IB!h+Y!lB^9A5SWoF{Cjd-1>ROuM0(mz$`3>RQG-L*PlTNX0YfF*n?XB
zK5`BPAX?~0C$ILbIJZk|OkH+hZ8k!Xt?E|%cTJh57@42hA#Qjx(J$_y_dd>pWn#$e
z4Bv?5s`l}LX5`@yY!&}02&_hq9YBxh^@gm=PnYG^i5?dZ62Oxpi+5n&c3N<dYB<b`
zgkChRYYq~m!b5~;aU%;}gQQZxvPi1uTG16cZ#egFun={D_X6*A+=i~v8pVs+BK&M$
z3eoLo4}E1X`^v1ZCrc{ILf5U$TT&ZPvL+~g&hP(Ksz3PYt7pLN)rR7SI~;94FRYs3
zLEJ7Pjx4`A0wRBT=N-N0x5u@z4!I?#3fX@%Ui~!)y^mL1ob3M`uDJfqaK*v&e=uBq
z`t;B7ikS&W!u*E^tf@*+5F+^Q-*1Gb^px&wy`>scVW~T3bnSM(;MOR|m_**dUKHC=
z*hap8yxhZn{8nfXQuAG4e8TQC0!v=-vqy+8sbvZ={q{J^HLgN8yalme*3Y#t98(Fn
zhb#COv1uj|&4FyQeU6+E>?z?_UXlM7Pxbtv8!qLW%j&<;@?W}p*YYP0=6`CL?cZn_
zurvSr`86(Pu76miPh7zE{~axV7E%6Na_xUIN^kRTryz(zK*G=j#2DoL^R@&c0s{7r
z&xa3SAHX5O!9RQehk}3vhlGKKfq{XBhK7YhgolMifQ5#JM}|j0L_$JFf`LatML|LZ
zwvpaCK;WQ3X+I=`f}()D^?(q9fPg}P{`L8*5#S3HI4=Yw6f_Jh98jSa83YUzXbb!U
z1OzxZu-6CJ4+4$?flACQ1c|0#07c?}{wW~#Cp4*WWhaK><T)9Oq2pH=*pHZ4*f``A
zlvLC-tZeKYoLt-@pGC#QCB8^1DXXZescUE&8Jn1znOj&oIlH*JxqEm91_g(NhJ{DO
z#U~^tC8wmO<>cn&|0*afDz2)osjaJTXl&~0?&<C89~c~(`ZGN<J2$_uxUsply|cTw
ze{gtld3Akrdw2iv__hcF4GIbZA^`I0x1SS1_20k$_P~Fx2l7F(5^ZU@OrDCZB>4~z
z`aYXo7Sshg=Tfjg7Y8jmU-)bbB+46`@J1+q%UFkPVLgaAg?6|u?px@#S+u;?RKAQV
zHIB)bdkJ-U1L2L?5x>P>d%hG%B%F8iyBc^^o}IK+HtzGI8BZFM7{iueBXdO^_*86(
zU6#ez0$p751J$19m|b!BPWg{%O&nuOo{EXEEX}p2_gM2+JRh2x*)x=Gcok15UX=zL
zvgFeu)(2~oFq4Fcf|@-HPdJ!geKQp0Zy<&`e&Z|;N?Kx#3a_QFDw0~*xlaS4N+z_^
zO6EBcG|M03q<vK=%J~!RBjd6Ar>e=qbIDK?CY5?W3<xTuO^1p#CV-I&B+5P_Ohu(E
zU6wW;n}qTtMC1uULB>T;mDp>3VSZ3fYj~9DV%T~=-uV6ah=>TPBGPYpM4)Qz)xVaS
z4SE&h*rV1XBC^7?{b?Q#{(J&DN`*W)my;AdwrdIxR1H@)g<&%kLv)MEUQ}FGh0dPl
z+0%Opz8Fu%!zPPF1dN94y^E(JB^we<j5r@vVveOM9(Mg`g0CYJ@qj-3NnaX!qexSU
z1>6lqTLIggAZdR>#TybFu%C-3&tFzqcItPOcc*Mgj<BCgm^Yj`Npk)spk}NE2P%B2
z@hb+$E&klQdZ0v_@C^kL6|?2i@J@wk`4Wmc^Zw-?%ZO0-r!AXwhN;+=NB(ZL<SYO}
z^w}f+!)mj{GjqNc10IDa?LN-ucB%#K)3WsvE)usedUv_78oA#?9q_P2lh(bxQ^fd3
zt2W;FXa{Ysop(-CE$#ACTlMYC-$6z_?LwV(xYgwc>)DpNH_B*)L7-*qgw|<cj8;jt
zeQ4Rwy0}fMk%w}AGu9wb8(LeBy3aNiXwlEkcl24+oUa9KHrK7n6VQfVM297za;o&v
z4sBx@DK1ewpnJ_Vx{Gu(uL)zv^LncKMYZq|WZ_yGVeH(hZc61#yH$8jw2)$q#-zxj
z#YkSsVOqc$uoRawS&d;CeB&o>?5NN`w+o$m1F=<OtKD3K>o>C1kVmBL`?$<DJMMYc
z4&g40yC1s(y4i~32W?R|9I66Y=-0)VKYCd{GK*Mw{z@5~7Yw>p>n;$+ip~0<jZOr+
zg=Isgs30n5haKC2aq<dvo-z$@k~_dZbEH|(-9TE!P#G0)pvQ8bE6$FIN~H~A6-Ejk
zQE3B{CMwUxcFd1{Zl!1K789u3YqNpCKgM>YB1BM2)`S>Kl8DQqYqOaRui1^;BIt0S
zi{=LsqNXrE>w>O)dy$F<s=K!C2lGv^Pv;X-t><jf`6<?MWT^<}bw!%DLM|>`I64Ce
zTQ|yAQF3%Om5nE27sm*3CEY__e9T+3%-?3Vo@&AOAw8PfO`sEVR90SMwV0UDK`v}(
zk8XiE$+B0HPW61W{VfW==o5#3V09LHvlP(p3=v}wR+zP%J1ZQl+9k0>T~~aVJrS+#
z34;>RzOgu%2sahwJ6e0@+rTO>4GM+?g!bA(z^0>c0aTbWQ7Sq!MU020C++UnaXY0+
zRwc&mhLI}}eBF>z0x_y$2X!z<6xOxdz=-M&-HAJh?(GG8J}TRJLT+r*hhQ`*YB8_g
zIvr7*w>?+oZq-rYh_W3M<Dgq$v;M+836+LPI$Qn?NnC(&FfG?(Jsr1jzN=W4M=i!Z
zyHioa&Lt+`ME8q}^@M~<2(u1h$n}PY6Ans7+N0IybNZ4+vN$nrPnDt;#(ZH3eg7FQ
zUV*$|0mqj1-ZY&A*jLrHt`@Nq;eih4QI&srit1~uAe$RRKX9?#PzHK4W7Jm3(I7&4
zVEo(^KwCOcs8L`7hj-AWEV{ql*|v$p^RZ$l#MdeLY9f&7;+n;87GoW=)L2f~lQ!Zu
zGJ-@={mdBB9&@Cptxf`rd1i#2daU<tMi9?YE&8+c$&n27$}|J+<;`Lj`6J0FMc=pB
zuGd0q&C+EM<#?<Hc<nY*PZ-FQ9huWEwPJ8qI88ngj#ZM(7`HSDj{?`}*D+L9@KxOM
ziZEOfyh`7V?do~Wr>)ko|HaeC>ToR-_Sb?VkE%dVEeJn^JA3jQ2;tG|jgP~|XQg~Z
zfshuCO(w8iZO^m|F8+%m`Zti-irKdKd($7s1Le7!BvjSbh%;AYA}<235PIs*0>pI6
zTeVJY+!yGxj!fdD7`v+cT#Z`6kRo%lZGq?I<xRDP8cdEnbE(ggQ#mmsvC6OyIR~x-
z-K!-EqRu$@MGcML1jpHK_5w<$x~8Z#1lQH_28)C|;Dn)h4cjd4V{=bD$W)F-z0d4}
z$qb@zChlFAW!#WSqvqyyF@8tPNoxp41&?~Pf8$l)%d5b%7R1<faNj*3+ZB;(zX)9E
zP{`(0OV=IWlNdeHxK_}5{9A)(db;;GV?1yY`7R$Ku9K(NTY@*h377%yRf);lma1Zh
zQST!M>@Qee)9CWt5!XmiAa;i1Wj=<5?eiY}=W{~@EFikWF`8F@rss4v0@4Sn4{49-
zu`!=83(n_8efdCi2V*oV*7XstHEt??-H_=W>t=WB5xW<Hda?6aeJfi*d*wHJjCg|U
z3@ebr^Fwf7>j?(ilt$9rcqRjFkL0ht*-3Z<F`EoT9M*-|^uyHF(izARX7VvV-}|;3
zx5?_pNzr=aov9|pFa$%ZM|*$SNq@St2(sJqGX(38rFy(qfbO4l0mR7099QXx$B!Fj
z&a{aBOc<L4#24FN)g<!P3HlngFJ|WB`7QcqTN%4nxmhG)haSeuJZD}K>#7S_BYwm+
zRwR0x<fPLUF*RW4p9=^0AOm9kZenlZG+7U>$nqB7!cAewSNZM_bEX~XzPrEe5qeeb
zrFelp=O5x|6(4(7$%c=vAo`C#E-`i3n{kkXoXtZLHQu>DZc_}&dEPC^wU?ohH>tL^
z`8s>pHx&YKWCgq#)5B(5+tfwinA8i!HNSLYviq7UVBSFbkM$Jvbk+R^&|X3H81DC8
z1xz02Qc)c}$^!){PaJ$ieZn^s{i?(Tx^+=5(6ei$#+`I2wolm#@_=JU{4}57I;iyI
z<oRfW??dy(d81Wej&!jZL(A{7SL%0^7VdqIr9+2p+Y+z${8=CL>u|qE(<a@gL8E@q
zh06Eqe|!UJ)zfj8dle#mSv(&Pdjq++Vw|1}|8n>3i`{FjZ|!wOH{*kuj(CsU{gqw5
zcQ4X&kifdiO{jlDUDgjzwGS7Va#<SM#c^B}cvTapt2_4JX4^8(*@9--hc3aGc;-ki
zC>6dXeTHl^X|kEByeqCzN-*)SP(0^PF>Cr3v6uG9aJ%8$$^>FBSZ>t)O2(pRZML4R
zxptA2Ro~<#3F)i(K&V;Eey0e=9H`pD!x?f)BIo%;*`*e%YY~ZT5LdhV%5$DKheTHS
zlcddS+F7bZ1D8sS7N)1@yOYWwWf?j84z@n+bPLii?9*Js#@)84)&?C$X?a9w&7Bs3
zO%b+>Z`o0gb0S;xyt)S`RNBwAm+bZCHmAml%%l1Wf`_ydytu$nQt4xL)IbD47^0i)
zRHU}({ahaOAXXn^(I!5>S(Q6YYsyC0SNr0D&75J@>Z9>Xi<g@V9{Ry*7m3iX|2SK-
zY~AkuHS$PL_R#MVLf~|6fPm%=Bxa$lwr}<{95}tgi>OcJ`uGDx%$-%AFBzcNo^~Z|
zjv&9SSH?0Q8+aLt@XMHuiWG0Xd~Kj%XwMlt_<c3gQ^29pe2kQ%=$7coz;8X;^&?o#
zn^RoBs~|Uuv#2fjCAzCE#=P2AfA3L1rdq<V>X6oVA6vpIaY1X?rrXx&VPdGBWf`({
zqyri5d9K|jf->q8ux@qbp<h`!j<F|zdVQnj1~=+47pP|YBk-m8G2#TfMpvLwkK(>+
z%C$8mm`}!m-o#;i$g<`8K&B9e?!Ux>Nhrw}*M!}i38N^zo_F6e`hOt{H0$A8!Rww%
zXWdNQTS-J*O!IS9=+~T!W)v2{#jEYyyTJ8~gdq_mZV}L&pWRwVgKbuMGc?<65!~F2
zhCT-ftYciBMf+{t>XmtfA6osG5ZF3pEUc*XrhNk;ihVtC7w7>dF()5d^{k!YOi%f3
z?Fy9n{5+pgUL@jU*0F6bIJk`8J$beYwjmT-_K=LjClp77UP!ynBp4gRb-i@>Q|nIH
z%k)7i;^9dWP|(dAh-X{VdG_;H@u%92Y?L>UtzEsM3e@;BoVc|Y%NMHyy%4?2v8I@?
z?2Fws$%hES2WY>JlB2bd{W3Ewphe8E>qzXuPd4MNj<?*1aq-j-+;h&eb(0#OmW()0
z^jMw+tC~Iy_29S61um14ez$DJupJ{MEBxWYc3t1SLTX7?+6rOre*5w>AV+CJE%x3`
zA&F1)3ngyJ!I3>1Jt4U9Nks~;Lw>qdk(Mo_)#!Taj|3*p&I;>uv#8P7Zv?XZwP&}Q
ztC^*OC8X43ZlyA2ovLp8m%=~d4|EYW{lG^Jb&^<Wywu`Xw0IGRy0MBARGKBC;tD?$
zRpk2;Sl}9ck(^DAv0KE#A?K^?^}r0Rr8b&Y3FlnVlUo8UvcMvxwDIoT%A{Lb84}(~
zyX?a<q^?2CX@%-+zj#8LZCg3NR``-HM%KrESFWcvRa1}{c|2wX^@J-1cn7u4E0kX}
zl*>ov{5;^94;-N{zSUmD^dQ~8CLgJIBLEM@q>t6XirlMU!OP;qhhDvlCyv>M#g$2c
ztwVu#m16@cuLM*+-jjWQ52!r!JoGt;<Z*6s5guhYpU7Lk%%Q0-_}3s0%gLD6Oc}1&
z)K3@MYPO%7Qr`1TOV0h44^X|cZZJ;7_MUTDzdK3NwH|R!n}CPZ#GM}OKtJYm?whxC
zY}94c-1udjPBC|@zC<QqERws$DIlPJ(X{vUD&Z1ZUNS<*+^14L&D`P#$7vr(mc1-q
zAy{?J#>*aeI?6b)+*1rHgu&^mZTcYM@;x!@>U}zKgb@9w0YO(#{A|D3dbg23RC)pC
zHP_(Yw7h&Eng9$l-)^4VzMe`)-%!Mq@kN5+=6kB9ZZ*2~r2`HsbIBWsxu!|uKn31?
zDo!{Vky`w{)vGXYhqmfz{V%p8CF@rc!iQJ>O~5u|cC}x^5T4EjJ_9<4Df0c*BJ+At
zCPVpdx##BFk+zxVsR<It+|PRIKSpn8N13&{_hfN2BRWt&A9~5*>eLLt7gUt_V611_
zS`8btR>x`+_S~-Q;+*5t1^Bj~sm=MK5ZC;Gy0hx>B@+|vDZoGKHh${MtHVwNEXjB`
z84+=>vmS~zoEX8(6&@wW!yAZYTkX9cb#$i$UrF}GT)0`an~Ed%Tx>xMLoR?jb#$a#
zy+Me>_e7@H=5%OPbYU8Ua1tnsZX7i?&_-1KaZZteXO3CaMHjD%15=@#WuT(!89x`=
zd7Iqcb&hfK459TpCOWZe-ko@(L9O5OZVk~QgqD%MmA3blVn1Cv4!k0ze2aOgdtwq|
z`ulI19-I?rzmF>#Rj)U{`Hoh3DYq(}jUvp(e5@vKzHu+9{z+32{GvTKu*y6YoH_l2
zfs1YLvwoW7p*N4Qt!<7x%cxK4`Y4u20X1!4U1JQUyF*2uJrqWlx;yzlo9AJqZsk^s
zdX|}FPc>Gl03vSYq4irf#eiwGAMPBl0)~JhRMl+kav_x_tvYyBHlGR^GF64SZpx|d
zH?Lkjv&WkBknV>LtqP}y9I`bZ6~|sqYrc*w49yL-@xNOY-&&=PV~A@#&BsuAokvE(
zm5T4)>cMuVk8>DWk609kyq*zHXq_G92{6FZQ_&L&xv5v?pbOkOG52k?w-Dd9wDvm#
z_G{O5sV;&?Tc`ac-1%!m3*29KOyo^C$IHCNLtJKN%eo}ojNQuNHYoye$l{7&AL4EW
z7*q*Die^v4o@{gW8Y-%Ik*MOORiN&zhWIHKe<!K-dY^nci47Lj)U-C)6NFOI)Ar`B
zGcQva*un_7_;g@@ly<oWRp&w`aH2LlX$kp90v<`U0`>wa+T`o5DAGjQcHVse3mC_1
zZO;)uk=M(DZEf$sQc9Z1Kb$dOgC+ynYRVh4*eC9kt`1Vv$Hs_Pvn>IQD6aNuFPfK<
zMusjNyYI`oTGX;dJ#sTbkjm(%+4W`d%dFa)82=x!bRp}$C-wqp{LhKoSvYSX-=qA_
z)MjT1FTvkH{MClrxc=6^z|>yAIRmyE+H%@@&ny1259@CrDD7K^fPFyoYq3)L0_;wC
ztp!X-fWS6h`{`VYw-n`QeAaH8UrOf5P02^Hhl87nk~TcQ{;C&R!c8;riY)8x%QK<7
ziqe)3p79!VUX3J;c419;@g8wG#$IZpbDqwVLmfYlRBJ{VJPHJnZ>}qfo+0wtGOGrT
zqG0#<$quROB)VZAE=TKi1G6_P%Df?A{>%aD=e&=#BbA~+&#GM?HL*A0RGMuy>+tlM
zXbO+WFl~#P*;aRUEcaMiZR5SLj<}0Exnb+h`jw4ys!zMXPk5l~G9s-OHTUQ8Fm}Jm
z^Q&OjT%x5OGVzuAN2qMgVLieQEc~wKHxLB(UD{-cyJ(*ywLaDGB8xMcsBP0Wky+=|
zkC&n_t5tfU4RFoFoW%$x-0bXWr@WL1^UaZ<{-ZuF`7GjjzSnOcNS+Tdn|PJA%gu70
z7xhp5=#}NWV68D7I0{+2l(c<ThcIlM*E(Ece@Wm6NTB@@--_Pb2Sncu_UxH$E2Z36
z{Vv){>wjvV{Q@JlzA3>dYL5P2TscudwS>=*ZL$}s0yfE6H+y**X-6$ga!ZE5ja$j8
z_W<?=(qXk5LwMoAIQzSW)S0*~k`ixj?jyO~wY~p#VnsTy!%rFfk#giM{=^-6BPMTa
zw#9ob(JZUN=<cXTwV6k4QrRhfUw+MpivGD_w&foLH=*lS>HBT9H+hy?pSPZBFZ-j)
zOgZ8V<TSVFj%_tfy0YE}$Vlo<WixOj&-wdsUc<?R*bKFSrgX?GVLq!*74uR%BcZEp
z#rJk4xx%q5uD#aoS0Ws<Cv;XB(KDCjWw~;8Jb~EjkE%5DBU-o!ZdsV;$9I^_@z{Mn
zw1=$(Gpyg3K6VgW?Tv?VH#9WHsx*x1yHnTe_4ynfN==D{IRIuBt+#y5COvDn!HLxP
zN`_9(Q}SPu`(<#rzv>g!@$}~=_+c+n{Ke6$98Rs~^WtS@*Ks4_L>=l^A*wQmiF7S-
z89^62NgClgE5vG_KE|3WfBFhl=6!Jiry8+q0mj5Tm+9`PqIEyWcXZf{FN~6Fv&vFE
z+h%@II!wNuM{u*dS5$U_(53TPuCSu4g}G2TO<r+}$H%INpGcdm{!=2?kuLiii2H0(
zQl~8`<!oEkx#+XPJe4UvpVg=@sdiq~U`^m`3yEHvr56eKfLxi6==tp}RoOHPXs_|J
zcyqM;lRD1B%=QA8!IAFpx*l327l0&<NV~RZg<v}kX+jpUQSl6A#T&H`#m1k$Ucw`;
zX5ZpDCthfItI3xxj#fzIT9Nv!SAl!54O+#bt(x%$av%Y;;&gs_iBy%tf|%I4Ne?!s
zNM40#6`}{G5zc{JJ8RKonwk5<Q5i+s?;EcMbijIqP?S-i9*bqN>8_ji4O^@l-5=*-
zq%t4o^G7P8a56(k2=$BGmJ&EoybL2eoQLAuR}FHfmYZVXQ@t~slV{q}FLrJyW_&>M
zBN9Oo?u62+fzrnPwam)uC9h`-qNL)_H3IkTitnjJA>}zlN!t!w#PSp`saZkOz=jxC
z84|L4$edi2yP-ozKgMN6c&&(+6Di~XMZ=V%lj<=b3E$CyUFf6`xD+YMcbd5vmmPIY
zs_m0#1n(IyKf1WaRnHk>H^#e|J)QbsmvH*i&Hs<Rw~VW!+1>?lcS3Lp9tiGk!8O>1
z;1&WqxI2UZL4r$gcXxLuxVyW%%XHrJ&XNC|xxcv|?x)F@y}P=rt5&b7?ppOct7^U5
z!6!c0PyDAS?n@hmpQrcL<s3M+-ZA$i@CKdmQ;=tGzE8QjV%=v3Ou(aMwwe~Lvu}le
zwRsz0rnI8g$@T?a;aru3<#n)oWcN7U&kU#VB^x(J=Z|o-naxPduW69@x5S?c1(UN#
z!j!N~Bpf@)(<n|GF>*$VTaUX7)w0GSvFLC{t^Go!#}XV>ujJQU|IT2Mf?!O{(q8(L
zqgkYskvQ0tx`v;MwbuocrrG01`jCY~c9uymz4oWdHDuZT_-9>tllfcf0bG=J=aK>X
zVAR*MekL$Tr=`TsX}bL1!y*pBojXy3w!O_FiV}2fL6@xv&VEHSA-HWL#U6aw;OURm
z8NKv?#mx~|a4Xnz7eC6xF(P?-KW7Y+*X_t_8Juf|KwR^cKH<zMc<n3vSA2MApn(%L
zClk)sW@~K0xu>eXh<_{Ua%wvhaV#hRe?gDdxj^_P3UePEEFk~yBOY)Jv0hcov{j@3
z;d{5!z2c9OVn^S%Z8s(J3+sG-kf~Ss*|*`2$))!*^!c~<+YTmJNu;h99+IlDXLHGc
zL!k0T&htXw<z^%%yn)yjg^LiQV(a;ww3*1tsOhr(t*mW)9G_kA*cX01hU(U6q79q@
zFmL4w9~-Bg_81QbM^g?B>Yi?3wsVOVw<vu|Oh7T%%CoD|l%t=epE?=)P#@ef)+A5$
z6&BPDntl|cdUj&rDS0zni4A&pVq9ZA&}G<6D0x;rl%~c?gzkEjejDnDI-*wcOy2kw
z;RT}D<+ybHSK?AzpEWoj#VJ0RWr!1zzZR%5BJH-tf=3k*p|{!5cl~{~Fso-Z_M>>X
z@5MA+`o^#L81L|l6K%N6B1Pw}#;8=+_D}C@&FH$DQnY*lakFmo4>M*<L+J^%X0|5r
zw)%%`2D<~<=j+X^N2Q9;SahRuZU?}hVLT0b1i++9XOvMx+m_okm#Kt`=CAP4;F}$-
zA0^*N=oaWcibsU|MO~G0P4g?-xNG2}3tsie(o1zk4T-BWY@RQ2xROMz=fBH904gKZ
zI)iEOC93Bs;rUrkod{xJBtXRR>7gIDU%{8RfCwAp?%|zbD?X6-JnXKJw|!?TomFhX
zc{$%#g2oIUg%8Po-J%!|2;@Ckny@cn>pCs|S!0RN1*d(J;8M#9?-x#OG--(I3{IiB
zg&PGM(RP^_hMm^DWjRMwK8OtIa)@mm=Cq(t%8Pfmb<OCp)ho5wU|$I1Q;epv;&juD
z>P&9)r+1q>%k{aoy_D0Tsjkx%g}xyKS32~)6CdB_Zv*W!XZ8J@OH=4$K3A8t6t|~m
zb^pF6TSEg1OfLL#9be-dqeiTux!)_*)8R2@eH)#ci1o%q@-!*un^LjL+aKfw{!v$j
zCubDC0VSp?XO9<!bOSCorCgKM`6u|nJUm5ET}j(DRm~zrTOjysC*|7#Q1!V}k`c~M
zgWp<xL{dsl#s7nEPQnZIPocJ19FN}=7?RKlQ<2Z4w9h@U`e;UZm6eg&9N-EZut%%-
zmYqmxq~t^fSvwM=!Upb}RjK$g@0yG7g>Hur?$qb~!k!%epn%qyp6gP&@5ReMbHzS>
z=$c^h>i5a!H-@eWGPJn?2BYJzX__Ht?K#Mjd+nq?*)2{QM*%mAbMv8H`T?cVW~2}Y
zi2bf9QJj`irM9-1J<^Q!pYo(o8jMan-U-OF5A5XU0r=D_<Iw0c3be};ju(g~FJ7yk
z&sF1HH@~T_Y?x60ENt#$Gxs|IGk*yIdDb8$sXc||<*E+pgMXhu{+~M*#xMNvv7c#4
z87#u?7K@LWI*=J9Qy20VT^fli)|b~2X%p0l^KCq&fS~*-$}a56^gM4tF4;A`z{-l;
zK}88Oh|W391$}@`Jy9W9LWW3<=0_$sd1jhj_s5`VY0v#AkVKTN1i<L#B-5?h8VSXy
zM-F_x&&N><Fa02&iNB}PYegBbr3@AopkDh;{N`(k*Fy_xJ{CmRV2j^`Pf?3Di*sg&
zQirc1l}#%b9MjpT;mafu0F5S2tGooO6*R0V2vjm5QEw1||CnF#`G%G!<XJ5h;3=bG
z$P2?IKMJ#{XI4il1j%E4>?d7Trpw36_*Z$G`Q56<bk^eXIE@3=X$egY^1tjuo>gBU
z4ueyF^PXTcE{bQ()Pek8W|Vp^QUwQuENz8ndlP-EdFCovi!TrW>8q-kGn}@~rn(HT
zkT%JF`I|tky?*O>JZoOq(`POI&W0@<qHr%qn;YiMV}ah^1&d{A|8=vP*%zws?gQe=
zbRymI#7&VNQ`A*P<BZzI5?*xD?1|s-SyBfovwSuvnK@wp$Dr^ZN%fw1{Ttf?x*h7~
zkxozOi%e-MfO*oncb1j+5v@})|8eup{?5n<PkX&dwwo79qw$Ccgqu6>GDA<oH!~)P
zbIJ~K+@r|-u&1N_j5x8j79&!$$B%Bn{03^f&ckc%K{Sl=!`UHyw}U*Z>|1<IscvHl
zza&Qb=_cYeyL_p5IbYpgm(ykT3P$oB{5?GZ=S(pR!FBODZ&d3q%u@OK^2hM`rJqmr
z{3ev&*0UvCi>=br8o`c967L7!aw&L1eC(QRA$fmRDeC=1-|a587GJgFo(|y#LO6>t
ztSh$Ql8ZbSS5vmr9a=kqsOk%Q=k7L>sddYySo>ic7Jj*i6lqTxwE&l6WWN=CEt2!I
z5^1(`?ss=4&Xkjf3W)0x*mc?msgjkBd8w9UjF8QleDf9*sdxONNk=0xr^)KGB78Z#
z1icwSZ+HFrpc;vhJ1h12yx)*LfNFME&^I*3wuJ?&r*gkt*7@Txno*v5CR%5aX+MAv
zOCN=10mW>(A)PVkNyheo)J0h|taFSZ?q|wxWjo*Ikw?a7omu(EDN4Ly2{S+Ip8=QM
z<azf)HKwAN$$Id<#UFA_$zPrP+BSfF3((ViAF44HtDJYiqfLZs-IH0uzrw+b8>gsA
zN`<_%8_nuoh-N`H=Tov_NP9sc5{omTx23W*)u!iXw;<xoz4iSg6=Hc0!Zc?%#A0QT
zNQkR?(K7NxCZCj&c}NRjw=2dLCS0swI>R1CEK#hwfkO6Qql4+`8JWRiBIUSF2;WSp
zo6DRT(2{ptJPNxV4j|2}cj17Godi;?b?+(267KnAZ@s=)L`qW-^99A~!S9tvB4|%J
zo#w>80#LEiSDzi#$LhnZNMbh0+lK7Q;XS7gTJTO;>Qy79ZUr-%8JXbsruSidMDiFP
zsd5H>lre&P`PJ6?4uhkiaW*e<ddbuOgS-3>u$eZO>=(eqK$_*-IlNv=0q-@YGD(kj
zl6#BJ_<&ou>VmeWw7t=bO&6S>zZh%^CEF#uKzxV2HPoV<ruG(F>AfngaHl;$i!OqH
z10HlYSl=ruF;;WepW({9eO6D#*#tO=8y&{&747mnZ^~k4nl5=%hU|zbVVsTF*Z#8A
z!T|K6clrXMAS>&<<p3Reb%^R^WrHk?Fw7Ek*Sf9{$|X$)SdXQNmYFPloy4fTBTwdl
z;qK*co{q8JFhT$xF~I)vMIRJQ6PBwLf{(^_0CZ+1Eb4+_qHjdgPF<*2xHT>@@Dv>9
z#Y?&O1|jI{rQlO^|JQaz6*R=IpmOuL>ja#fsd+r4Gh)+qm=<u6t&K)ai%`9$2rIza
z&O9<~AXKA9$h7T*f{nUeVQ{Y%`9C94@PqpAual;o6zY087TpDutjOUfL8Hs$KP19N
zJ?3w3y7ZCjZT7)&8A0@3;^kZ*gf!EH`@;4VLjUP0npl<z9uB6!CN;R&A4GDHL^iq{
zE*lU2F*SVvEY+O#DEw0<eRD&w`Zxit99+BrV~dQbYq9YHfs*kqO2QXVMsfl)>hd@*
z!M)yE#oIvcqYsZV;+QS)=69|aPv9r>f~Pgz*3&zY#$dsWmhWdU;HOaMXM#IIEeLb;
z=PNg>PAZ+TNcu^4onisM^jVv3_XoF)U(qpb;a5d>{4TcpBH=S{3cwXB*!7hOv!{+E
z&*Wasdiol}3{}>vD1N1AXG|eG)r}EqBk<F4ozMI(rtc#zq7HPI^Wn;K;^+VhlF|7>
zMpi4IvxKJz9U<?*UjKe(>Ht8640cF6_1-$SL3&WbyDs0lr!DtJEP^I$XIc%%#h73i
z+|P<{m)8mNUr9Mr*H3ILWUy?L4wrE-y^?oDs*Fk)KmAd#ydt4tO5KuQ`&EEV28#~p
zr2)55JyGp8<P_nMC7v_A7ry@C8wZ*MJAr<W#@LbIAsUb4-s!ae)eG>Z6Y1J3pf(?M
zQtLa>%*02(vdPOL30s-#(l~d}np<9OOqVHsDND-q`qFng@efX(0UQ&~R=)v902l6D
zIfn;u;bAX~T8|2VCcm)Y8hVhi7`D^XdgQwhFE|-yS*~vl%to;30rx(#<$B~Qsnk+9
zc+iG6s7L3fFK7=(tgA4l8L`?VfyCDra9SrmDzQ4w^fg??*Vf0_gn|kF(c{DXeOYM6
zvv0#-!my9vv)!ksaT#o_i>I4U)~0?8G7)l<xy__GZ=bVI%ps#3mBy`yXz%}oCad=N
zu!c-oH38G;vXF4D_<epd<x522nV#UHHh&}w<%JTwzForcBTark?4lmefu8Q}1*(`7
zWIYvld*%CUD8haO;ypo96y5Ht()1<({UNiug>`pWSG;|Ud)m;hex;n(57n&K<_P6h
z7YNK^`D%2yB=4O0z?&<0`{yH0w97V8y7uF2Sa!-{Y(1;Kx<{u68WE;JtUE-YhTDWW
zEB44uDBx*bhiaqp%6iX0E$)Clr<y7gwyt-ddk^~MlzO0dpawcYx<(IZJ-fl31dVx;
z0U#913xq8IlD$A|0;v<PkJl^yVpOn>ErM0CT5Q$Q>n)m-?1`Ct;Q^)DCjB|uX_V<j
zdldFxm^qf6nSho9Fc8r6Zpb_h>C$t|d25IT4S3EvH@^sgxobZiv*I+&Oh1z@fwR%s
zH?~gn1Rlj3L$%^XQ?7b%C7*@X?`Niw0aXayqPnMVkp3oKv{ujoat&bAva9Pz<ca+7
z0S$~`nt|k9-XgdrY-!0fC`pUmsUea@Qs4QMN}O`ci@ChsSZ=8lmzR`A2%s!AzpL!g
zechlHXspWJUrJF|URPs?FV$_@*eYsH@E=&x|LDmjQSYY+2JEe8+e>qrC^kMD`*VK+
zV)Sj!xY-%yfInbyzBbU+S{DikQrq-rmei&1;AlmcH=ytrg}BaZ;?1_o06tuEEw8<Y
zvI>0qKb~9R-zuyh@69QN%iAR|d2eB7N|WLr(=W5{GF<YZNx?8UGlg=*G&g)6t6=-s
z0x@3OSBX>7*)!8KJ=m2?WY{DrIk_n>ul1X0JL2id&a&W7uD;L<W6!j*qlax9a`7lz
z;0<vqE%d~tH3<Rb--Zc)y=F>66SwAUfvj?=wa~4eA*Mq`nyjG3!&w#NIinvue@_@1
z({^jtbR>@7Snc7I14$AX@icJf)O%j3D}#6p?oZ6m0zj{zCGoJ24>awJdU6mi5ROd&
z>&lQeG{9VrANn^Z_5|Kl#PsST1bhXEoui(GsDLgo!yx|Z_W8Ed`PPge@n_|M?%w(}
z%O21tN<$unw@S7sZ%S;V9dP!ZVZw_KxdpmC^z1Hn0nEy_MfQx<C%;9gS$FJo;Ys<4
zPAJf8KXp%!VcDzLt5{91iGEg)1R$dq0S^W7Ti<8lUO-@UEui1}0z}gjco9&zF8}>Z
z%K@)P(RJofufo+<oFK_~NQlC~HpdTm`B2=qwcMr9GZyPXj))T+)vK)l4Zcr*Wbt~8
zkv&`exVr6t1hu-M{u7z4`E|^yo0hf=hK(w}N+Dy^m(v~_pHTWOJxudrH`~pWtIXAn
z#M!WB598KzKoj18y9)5~gzb4&kGk^%2eSZoLFrgFltUYZx3JvQt1`;on;dL03{Gr5
zy^bv}C#3Ik|6pQeMRBLmTWy<Q@u0a#|F#F!gLHL;FfH_VXUnB-meHshvLt%U{$9#;
zhTgfG4T?l)zXyFiSjJCPbR0B>JksX>{^2`$=Ktut|B*~8Qr%Qv@-G$0d<&w$+4m$p
zJG?$3Xv!u1cn{sVOi?p!sIf^FNgsW7;=krh;yh~0Hs0bsanv$W0NX23TK<SbE}4^V
znFwa;;$2RKDWY76IMCK^VVyW?XNiFUrQQbg7W4AkNcWbPa@M5iC|t>6*@E{+pgy<g
zMAqxtXfCskQZ>IT;4WpUI+Yt+EIc~V6Ltp4I$OY4?dfWralLPg6t2E_13*Ppp;rLv
z-ibT=9b9|n6-d&-=D(*67j_2E^@jLiCV$8|VLC;ID6+Y5>x5{JwcUmS!zN*y|J}0A
zBd}?KM?e-SpE!h<ZHwWpujMbNx4rnKZ!Ga9z?q}urVYW+0RQ7ois>s05GRgJitFMX
z)xh>#R}rhwiMv1>BCj*uL3_2)Z<Jzr^=`JF5NzdTq>`@S9Jiw8AlqTk)RnrP8B17D
z#ylUno2}CZ=?tJ3+r27a6)pvx;#3N3Qled5QKxmF;sV9Px<{<@`0iVJ&6j?;HE-+5
zoR3>q#>P%HzcV~FG`*iPdFW^kUR#fH!o0z`6#5>zMC1z~-RN38lcZ1kH|YMT)!{Qa
z&cC!`2S#HIndx`<P6%}<hxt2arpqmx4D5JuSV=q%LYkVu0q=TwN_yM9&K`iz_uNN^
zz3Q<kfG6AhI1;KmeHGp+rjzUMZc36COvv3|<VCy}=45$6Ll$zTN3(xj3fozTb~XMt
zzc&s3AD>--{7_&5h(91oZ`yT&!qyi9@b-{Xj}wcIREAi)z(HJGPp$G>II+7KioE>_
zT`bMOB7t6>Vl4(`usSSJh}%rgt{`t+jj?+4s@u#c3I3T*OHuHvB1FMzP|q@PZC#bi
zhDhHCRExySyXPT0@(l=roxK0(wEtmCzZLH9{@iZxu5(L!B74F#xPWvZ9!4e07h<OQ
zk(bNRxv~-GNcUZYP(|oD0N`pX=W6urHMFFkZbXkm0(4)SyGQ;A@nX9626fX{9rd+-
zK<+7Q{>U0+Y~A=(50(<kb;El6(xM|P^0BI^VMwT^9ksKq+N6CA8;!z^LSefIoz?(%
zJ1hQRJev`m>h%NrDfXKfVV;k-FA$pLob$d=LP5<3Yo+(u_bQ%LYzQmx)$S`em*F~_
zEO@{DCXVcmFew@D`g%FQz4xpmmKWsLL+)GVsIeJrJp?UfrwVCtuC85LG&nl|W5+Le
zj!*TThW|{Dd)aJ4i~{PLotjZ)%q)a|vtqj^ae~{=q#m1y`Icn52K7jh)g!=v44n6r
zb1g@5Rd{;2{d=s;Xc7*Y7lOW}-$cip@3Y*zQ&iDzoilmf%S)iq&B(}B`HJcq;8P80
z<?>pAr?kjAAt$0*LHgsJQ%?(N0%5$45qJNQE{G~Auj>nk`G`V-*((?U@a{-J3sEE+
zQ7I{OO3d=@f|8biKn6TuTZZK?-PI1xZ8*54cFJzSV$^;-essvG-b&;}In$#yzyC5i
zyqbQX8LlaF456a?aC#yUV;m|W3Q?+XmOQVuS4<+|IMYuM-JvxN@T^UbtS=C;4%3gK
zKjw$Z_w;DZG30mp{RF_=3%{NwKKxu#ByT){1xA2Ny%VJSQ7m>rq53EKEp)tr1FyI6
zw?7nDpDbm;bv|~03)STG5lL~@MgM{xtMiT|=ZtchE}JF^2BFnD;Jowo1)>lA85%&b
zd!L1}@277%S8ktxkzfziL$k^b@U`e8q4=ue#`x-r;}@YzYlAr(a%kFA-aF&O;}UZ-
z`}z(1SueV;+@_LvaLsXTsE&+=53_xxnGSKJvzyX0R<5@z-9`S_+V(@%z4`y|9h)}a
zu;(n{Y6U@aelc2;Wym#Y8L_e<gcWwX!sylsFPu0NXV;ZF&@@wm(jqNrqsd|2xhc+{
z2M(eau8BsW@xp=1)|o+1Wf!-cF&u6Uun0!Nwlx{I$abQ1rB<9LuYWa&lU!Yzb~b7l
z%~2ROv=V{Au!WLD$?!&cO#8gi;|e=22b!&xi4Q#uz%=LptK9*U(G{3fG)Uy4UPqNL
zV%Ii1lZG4_$!?qMH8h?C#IbY*Aww!XN;ZT_t$?BR*cLfy4AEULPoNIq=C`Ssd=l<O
zpMf26#%(pQYg#~O?_|O5hslZ6j?ZvsinE)cT<%CW(<z<W)sR84<V_E%r>ITmY#AY>
zGQ(B3PFPaNdEKtP{*M9%x!;CIJF?C~P^l7&TPcVOfk_(XUYxW81uNIb-AA}(@k5c@
zc4F{;PSElTgq-Rkt9nzW$|*Z8Hs7i(7|kl+v;eyb^z$~Vb5CCnI@_hHu=;!6fvI#e
zSaYl$7-9uhQ*qy)_5y58h@DPOVdgBD1y?64Lf6jW^q3|*=0ni<coVFJ6?s(<GrH@w
z2ZcgKWeqaP(roFQ+dvaL?x<fdVdi&UAIeh@XB#4h99l4@fA|d=Btmms!6g@H9=xU}
z3PB{VM>TD`p0OMu2=$;R8Ckph(1$;%4@%c;H%ec?j)6fs3nRXbw?v7^JUh}QFkw}!
z1K1U=PQIUGnJ8_bYVf=<L2?NsJb9D<P8*9f1t&app8P68jC5Nm_ZfOXWLpiqjBm%6
za=qRtZ-ml(&n4Vz#-$BDuWa|i4Sbvv6SA8UE%|z8Z3^honJHc98H(5`!wA3}3OK_W
zM^xL=wi|LG4dCp|%W;J(&5gZgI@Gozb!_=~<{orYf#Ej2;%zE*Vz}r$<e@v(?vX=h
z2~V#pUEoYY7`SxG!x6NCo&j-6A2Iz%LmU|iv0mux*fCcEV{3$eqFdxnY~loAj2uZ%
z^Nh3T`AIYc<dE)cIUx-tIge1(O5mJ;V4;h!Xbo^*G1b8%Rf|%0`(U*H_}u@eSsqP9
zG^3aWw$*5e0f2&*_%p;zagb-qRqG1`@@wW+=TG%Rp!HXgnRL?kGtv7Ei!;OBNlDWt
zF?0SV?l-0K6=zA|AMZpJW)HLls|ynMH2a6aKlu|<;AdAKX0kqez6B$61oYxa>Ylwz
z@E7r#uEWP`#4?MqoVG&=YCET&WcR|CHG>Fq0ay-Xt(l=qzh9q<cT;HGAiZz%u1>H8
z)3RO<gGaI~2IbAnYKP3|8j=i~1!sEBsY)Y_H}DR$(W>*GYSi7YiV|h_7#3M;SaicO
zfXVnMT|7YAxWd+US*u!knoGA(kf~JrDFv^~eKiPl23&+0qc#XF6y6XWqe<GSUOnL|
zHv4RcSxSxItmCqx5}f`VW_AN<8J)eBBG(v9hA-9<!n|>?xtqj#6hq6hEajbf6u&-S
z+~H`G0z6VeV>I&nN&@7jb1NL^cEVh*h-ubejTRL4IbU&1({z0v2&o%Vt-lS0Uvy2C
zy^TDg1;vFGyYdtCq!x<=;!9IByVM3Z34Ef6)To*9S^6}*dc@sc()j+&uRFH=HwkkY
ztO)q&lA*moBr6Ja86yE!ul4;%Xl^}9;hXlGQkIrUss_hThIX0*UCbPdw{BgEIThiv
z-LCF>SlSXeS=mCEkk4<Fex1RvMl>`%=$>J;E{%NLwto^{P@n{qMEXcw;Stq;!QETz
z(o*Pdxn)Yj!x0{$=2LPZ478djge~kBur335SEh2iu25d8-I@x%1>8!)9(9<a_|w&O
zCTZWP=lGMY>r^tKDi~j_(+KCFh7{A-A4lv>8%ecI3;FS8>w%mQMmydjebjW5HWQ}*
zadpr9fvwiaHoZ~8Wi$OcbVpDr4fJw@!)-9hvc{)!4yNy+yX};vbkqDI0uSY8i15qx
zT!vjy^8bsEeMU4EuWB$`si?VPwd~WzhpOQv`S;QSpW$)HA_80uelt36*CmMekjnuw
z=z}5_^X_NH-uyIx$iX$5oS+4=#d!C~vzH6Vb0!hTrRVz%`eqWK4(8teAWIPzSp>T&
z%vdtu%k(+llx#B*$?2cZi#lJGP=Kc7H$&zQv~N<L0y9UVCZFwHP5?s5z|k@%Ui_6Q
z4*9^r=w!zJhewG7OG*Ka$?&CqLMXhTL-tY}?YS5dgSMOEgA;sd2S^F`O~A>2(dC@Y
zbqb@)o`Y^tsu^!QF<$YEATaCGz8S!20R)z!z>_?QdrIy_=7^Wd-30zzL&9fDr`)?A
z`)1#wrX!PxLj9ABf#>1ETu$BQ%Fn@4{0K>ro)0t3m!K!8sB$;9(+@~z7BiwE*MF7&
z8l>x=^`P3i%t0u3G?@?*=?ZXL|3M}Ee@UJm@=eJ8=F|S~Thk&&Cz^V$aw6ra{<jPJ
zXCZ$M{%GL;ry9_EnfouR@c&v{|9cfa3nw!>&p+4UbFuuFb@*JY|2ymOnK}Ns4xfdC
z`TzVrmvcI$IG4%(2I4N51z$Sy2-(b+{BzW*5GRn5Io0y>i)U?Kg^**q*tNV!;uTd-
z47S_VoMaw&-OD;h($`l`>+)Y+PS7auUmW&F<pMzjk1)xU5cu<tHY-O2?bf>{6osxf
z+{V|UP!y9rkLxRU_@Q73d@4thd7iSmO`kQ_(TP)d?XDLucF@rnona7OLBa3nIX^GX
zvE@FOc9HVBA1?x%47c2#udPvqLHKOoa`U_IbqB*UB|VgPwR&+0oMm;U5^KBP#eno)
z?#9LvNg$zm8LaIuFJ|;Swzh(Iysj7XO<&HoF5{z2hl!h<_o_4X9`}psPk_pZTH9i3
zJzeg0r(|CopBLk!6rbfD*C@{V;n$IInVLQCj`Z}Nj@)KSUWO@zSDj%?^xRHrL0(VO
zTQf{L?rW)}fi#M#e9m{(zd+9$_oT}&t35x2T!3;*+kOy|HoZK6K`Skf^Rn<e3aRef
zCog_B=YtoxdM+2mg)evQlB8a?7Za`j$e+t4ba$J1<K=W!oC#tSe3@{XpjnaAbHBnp
z(S2DR;SzdyoIYX_fPx7HtzH+82sPgA+>|!E-L2@kpD$hZ3SlWG3%raUv^Lxagb6-9
zUW1%k>JKo<tec=#7Vq}2y;dG~Z$Msm^Rhc5&!>%hQKVpnQ~~F^AGKZ=y{+!oTgi<p
z%Mbr}%3}|=o8hCE``fTqmxCQ9(j<YWFpLpmA`%^!6JN!a+xz3@2XqqGzaG=~;pW)$
z>P~OP>*R<FE%ou^h01qaw6NuR$Bpe`zLjOK+ud?W@3u1}eplz0h0@mB%}y|AnY-zf
z>5Z=I#S)lHu=#1I89t1}>*OzC!$<|{oOY&%&`X=`?Dt;$oS%Ro+2_Yjz*?Rcq2EnQ
zfBLi$u;O9&FhMxu=iD^<>;NSz{9U&9hcG2s7s5P>4;5Kg_J#x*7KR~=g?}3s#`-t_
zo*^QzeB~6=M?|pMtHb;b^9@fV@l6@bw>tYpg!fRQA!$Px8c?Fzyp}NJkZ&YLKOww>
ze8Wi01r_0qLGhUlCe|AxE|kzmO87fw75<;<{wVWLSNZcI{Q0W<`DXqZ5&jIXe~gDe
zrqLfe^N$t%XO8e^!u4l5`De2H2YL8|tNcNY{y=bl0LDM?=^rfm57PdJNBBd^{Gpuw
z5Ndze$v@odA7=RvP5;LU;g5^OAAglU-Z+1JjsAF2{qdywKki8-@qNb9-Sr{S4V^^b
zdHF9dP7)zk>yzQ)L{eS1o!xOiyWCWPvr8340f+lVzs^jjlBGJAgW=j6QbE_lfA}Pl
zEWcbIFbUqB&c|?}y-;=ec4pF_c%1g*>a8?8y|jz{_DjWawtiV&DiwS=csOZ(>RD@7
zO#S|X9Hi!f{$HGj|8fZa%XyfEg_-ML&cpvLvLx5vktP32y!w9&spSkAlb};dEsp7Z
zvIDB}c1EkHWLuh8VhfalB7ml*vkqZl1ksScX-sfndVCO6ylUDB*2#D?$2O&-qqCx>
z!&Eu}+H)`m&reTYM4FrJt#~PVNx#T}UF{N6UXF(np3fvgY*9iiFgF^*xZ@UBP8b*-
z<1RSklJ;u`!Lmh6REo8w;}=Z2F_E4ZOvf(IJXMw}Stf$9vEauclZ9iUI%}}WF}|(I
zb_a-tf9vQcSbpKdc2o9ZT)kEPwvnaNs6|2XkZkjUz`nK?ui`W|QUi7!v~Cz<`^Dz`
z8*9m%Z>wgDt{pT18=IFuSG2CicM_g`?>+Ibyq-~^wx{EKTd7D7BJXCWYtr(p1SNmu
zy|dq4QK|}Bh(!ULE!DCHki#X-z?P4z+ooVP7bOd6Ei4FpvzFBnCTLV)&`SQ$#qA<W
zqhsBB{Lu+9g=Xff|H*F3=#l-h>zn`&5e?~uTVjji3QFQmS^e-OLG~^^de-A19P|(}
zH3AJms@B|gQ_hulK&+*8Mj|15gk_7Ymn`U^df4^q0T(p0Hy2xS%O^np?(vY<Bhj)&
zuC*C4*V7&(nrSoRqByT~P(dnCY>~XM#4xcHs|bJgLrB*Vm1}Q5j7is;N4?(Fb|&my
zpT|Tj8=N9o2My(cE~dHUB4xVTVepLg(pRQNCjj(_I_{u|TFV)YwC;q@<zMsGaF^wo
zx0JAD^vWmUEcocFu4JE&Ze1nJU9~9-FY@A7zQHT3^rNpS*$(DtFMMTCB~{lcoIiX0
z6dmuEd=@`Bb{38I9!x_!_CYMz#6e!?;;-tQdB+ufbJe>~*$-0TdbKl<@M}}___IPX
zF*7!@m@k-Q_3PKUVh3?wa5DO07|#1Ws@GE1Of<OH&8}H8toqO@&N1(4+A)GVkR`sy
zRQFH%kNd*c@m&*_ob&%I7}e$%^PgzLGaZ)n--l|YQs)e5{#sd8zh!6Ay<W8Xc(9qz
z%B3u(!+av#uJ+&=9`K3+E#K^m?HBV!w)if;HBLh~IgonI0E<PI{{;rzdqhH?7Iehe
zdInm91KM}P`uh@_7RgE2w6I#QupwV_8;ANuIw=th6NtVxIVe)K{>rCr-sw<-6tC7%
zwE5MXQ{Gn&`z;Kz;U?;En1J<nBsod*12&NB0J>jCz?lY!V7&fo*cC=p%tv}dMvcSw
zYoj9d1sAV*;j{H8zMA`2M6XpaGi%f(y?uJ60&KawMi<hSt`lEZk4lKKNMpA_BBM7E
z@CxF*?AJi~rZoPCc;thmeD?yM0`Ax5ol$ByyhQYpv~?LX2018=SqN&Lt_UQ#xDhuF
z)`~bySW5=nbn6;<?MyWS@oVf2Gmo9Kw+fp6zS>Pwky*$QPFW%n{oE+JoEn+Dub*Ir
zD4Dy3A5f_#VV7#Gmla|^H?YCF(?X&eD$*f446-pBzr(`zrMqJi4P$rlA4;z!dOz)2
z4{uipW%MHf4W~kR8higELZ_XHnU7c)Ms&N`eHgdE;K0Cm|E3MyD;l(jP0`sqw<MI|
ze#9-Z9P%gq5rt5CJ{xD#h{fEt@Bydjnq+ei>iLUGgHnN9!!NP2>-@*8YrYLqQ!Yxl
z;@RpP&H@MPcbY(~1~Q~P6~+Da0FIz3dk3-djAQ=d4_1x7$LV3u7VgDm3VUy3!uxw!
z1e!PQ9LT?w>^pP>7YB_bz}`kxeoR6BvXKNj(Mr!xAXR#oYGKiEe_oe!pH+B%mYSjo
zdb@17W_Ob%XlQUsa^TY&q4#}9t#y6hp~3Y9aT)gzo%Qjdz3ydm+g5z-+Vni;&P^9s
zC5xYzTUZ*?&$!Mjz1CFf1|zKpllggjf27FU`gld}?C5eLIpCh^Ae0wBHCvg<oNl|S
z@tL9_DUfj|Zn4v0M}V}6hN4aHW$^(q>7~CRYh_Gxb;&(uDIpxm0<peWsHOzQ%JVjV
z+YAE{ktBkmtUu_Xv44r{`IqY?G)ENgjc2&t-UfJO=KQ59VAB$;O&yUQnag;8U?5Dy
zK_nvU#Y@m7<nDhAaVNIbz`H?(&s6k$wY+(wv+1$XV&U<ou+56kTr-!nw$gOAB|AC0
zlwzmphhDUxPP9VZOSGd54ZL#qtCsOs@ru%lG>_-sXh>m(9z6rRI{4+5-wtV2g|Sa$
z`p?ybUM5MSTB+SD-H2s_eH8u2X<{ssyqs-z%dl$3$@BusFTWh=->+w-2Xwa9g%V}#
zeILHlyt{QZ<choLFvqQ+xbb5+DGpc>kg5nHCGGs!L{CBK0i`Uuhq^+((%Dz%v?UAw
z@Vd8;&p~MHZtk*~Ji^F};25&CDFEb3|IR@~sGV80DLnTxX-Z2tAx`t?CsNgZ`SZ3e
zPMn_^RKhdDrQ(^u-T+;uW=+nJU%oG9P$L~pVv+GiNPHs8M8;HJKc^)ymijmpE20f;
zX&x;ChN&xKV#IMy+9IZURX0|FIL6SO{17NxOOtI9fVEUcG`8CJMXh9(kbl;*OOw*}
zChNUCPR2_VV{olf2fbe<ubC<f?^s%4R@QPm>6NCZiMMZ%1rrtq7xET=y<|LY#9MzE
zVHMqe7{lFo3H3Y_LKIyVf9f3ASPYC3m{-d4!zjC7k&*94zhnR*;&=<vWUQUY22PY_
z6lC$4(Ox|gM>Wdvy!z$*%CLx4f9WfHh`pI4e?6*EfUAO(wre@D%psb|c?D+VyE$!t
zPQ7mEn2dOQpKlIk<S~AZ*sAyG<<)*(YgCc#kg5zhc!_v2UPzw;zlq??kTf<)5$6AB
z*z9jsT<h?KuHYxy9bdP6M*Iw6Jsca;R?J+S&aBiQ@uT*On#?1T|2JXra}f^LS*0u3
z7#)&IpTJy%wn~()5Gg{Ox=v*j-7*rdZ+V8I_F>R5aGJMxsy0ifNQ3Zpm+hFfs|qY4
zZVRj4_!t)aO`MB7<crf>wa%s$I~TlM+d{P7_<<{UlE_80P(6ek2=X7IBB&iPg~a3%
z;-%sy29eo!4_l_$PPA=Y%rMs!R+=IZh4ZG?bd$EmkQk%<(_~-Bvxe7)t>*?Wp_o3)
zF?~P%@{5jA<d(p;oXh#t=Wy;Pp0O^r$Xh6ihfhu;;^h3G@%-pX#6sg#5nSp1ZeJmG
zqKd0gqz_#r7olnUQ^I)`U+L<ZndO5<(+dVjhe;Er-wE4V%HaRxU;ifk<=8~hd}tBE
zO4!FOB3KTJu{iW+=-JN$lmu?bMO763s_rh#fMPV0Ha|Y7CRX<gG?Jy)lxYao21QDk
zIt@R*ps03E=Q_e=IpD{y-gl%sxyspO???ArS>XTNbk~nAwO~PwRHgs6Q8+82()T?;
z3OXuZEs5ot9c!K_iIp5Fq0q&8)vyq!cz_FC=&S5YH`LTl@eOkD!6jMR8R`suL&y5@
zH??Fv*qjL@YD!<y?e6zf7(Z!0k8W<^Bp@g1F}rm5<OZjy;9omdeSf0Q*(TKUW?N|$
zWv@RBhwXS)M%17v<IBLXYP0Mq)V04K!1HLyaS!7HX$ZpYHXRCwo~9r9MR`-qeiMVN
z`pL>24cmwW*C+|Y9h!r*I!S^tg|-1iopOKo>a|?*fSvo*==<KT{=o}AZE|H_kewxW
zFa`RX;@4<c1>IxKA8vT|Qidn}SvrS~wdn`FMLVWwFBHmbH1|H@Jqji#B6fI-Dl{qb
zpwdD|oCd-42~!SANCbyZ4;v7uh|r>a24XVe1>IVr^Y~D-31C6?2xRrZuOJC+Hc<u%
zQgV0+BOcp$Nszk}k`JRjk+@Rf!(|ynk9AmyhC=YF93p&R)zoKofMv4f`w3?^+Zh5u
zG#qDkT#n%G?<h4D5i2*9q|*o!@l(fS@`*pV#$KMxrH#YEh>R-qz|v@YF|YE~8I;f@
z-SEWE^LF1<bz}3%aOc<_L$QrPA>_Nn{?|@+G{u3;yoZaspV%9gG}3gSGH@D9qSzeh
zP%iLC?J3vewUG8GpwsO&^us)*wI8*A{w#$2Fzxq~@~ksZTqo}^FVr9+Agjxk2J;L%
zGMpxUcs>zI9GQlQf9$hp;Hyt@w304Z<lwI4gh<G!p+HkUh&vU3vI8a~O3r>;=Gp99
z-tRtCc}`^au}aW!`fl@VZ=Qvx>zkt4B_(&NNad6~!jN$&Come)n2#w2kyQ|gk;lAY
zVIYL&)5Uzs4c1td9deZ(UVSsoC+Aniq`A)xg=S;LlyIKAK$F;mnnluu#DkW`!P6Zh
zkO0B&Rx$gjIA!L()-OUwDa}BF_R|bjGk~|P>LcM`?PKK`Z7;&|(~*^X^J}z{W!I@p
zdr;!uv94cu>uKDDr(I(WW*a8x;U{6Bl&GjovTu_@Y>poei%OWy8n=J%`*0*T&S;#*
zeVP;oQEpA)h$;j)D-;F}84-{}(hiy^c4lFb6kgk<-To9BNEO(wO_B&t3&Dqierzif
z5uRzt6#WG1O@}|i7TGm}hS@0+u{J8jxuj@|-6g__u$8-i<*Z;!W`{F+JUDmsy*qA^
zSc~zp<u*g;j*q<snU@T#p=z;aqL_j$V&>HBRva`lLz_jXgz-3ZZ|Jni#_K&Lj<gM_
z#3DN-j(Vfa)VGeyoU%$w`mmvBUfnoB9iF4M&bE_PzRT95;-B^;ye1x-{W1on=AvT0
zQ(%**oA0R`N8}P%NL|&!q~{qqvX7tbWVKxd2);EKknyD!QUaz<5qbi+i=0KIyn)lR
z%cql2iwS9BZjT@I81COJUu#s1<y*ffguaJoHjSM|T4VeH_Zszx()i>($9hH{q`XT&
zVqf{AI+5G(kG3lFV_Ln0=cZxw#WK=ib1tH?ubo<pqkLBbGf?iVwcE;fFcRy-O?;c6
z<f_D^iq!XlExkuLg54-}Jg?Jr4xU5uS~^3M<4u&VBqg(UX_e61g)W@&xjgypdhan~
z$AzGxP}n%U$VKQ>AYB)bjv9D4nUN)<1A}05Lo?1KC-`spAa97|{N(-4LIv5WHl@kj
zyW0!6Bs#ysA!xr*>+&_yXU$(-=tGt-{y1q$D>&t$2T#3H)|GF_JN}wC_NN?i6)HaD
zGSLPCCPQD>$>T+keEplxJrw#o$%Zfq4{cr8bv~c3+?@O8cv%bF#(D2$8S;El3eEx$
z-y^XdM}KOm#*o94(8fgV8kRT6V_jA!rhorSX;eS2a|d5&<bB5~?npZKRJ&8%kr`2Q
zAR!kwf@%2yB)M$5r*?N)&8YRbC^2LJ&(}z#wJ%c|%AY#OUJV>jCU|R14!QTGGZUOE
zeQ;(smE`g*=!ff!chD>PtdvwDuO8?|C^)>(YaJ9DgW{_zC6|ISGWM=)y3f(J2|J(S
zl(F3c?tB`LTB8UtZ+8;G-mTnCierFDy*DdotPBO6Rth3De^-uH!-za9gMt5XufLLT
z$%9hep&(R}(5o$pmxQ4O5kIuI)JcSEe8e}4DBqLN!0R-m)8H;uP6?5Jp&Tk6QC>}~
z_cfWL!@v}0#e10bpx~7cuN_IVpt0DH20oLw-ZLRRW25~y9O5^&@EeC<XJPwSEOD-X
zk0q|^Vr@dkq-0?F*RQRKr9Bx7*WYo)l}+rd9BhqD?0{3hqs%M+4jOK059IlM<~NuD
zoRK#%HZu^laz@hn9dn+Wot2D(heL;qNyO69>UTaK_P_E83jPZQ`S*zRO14%;Dkk=1
zT7VGmCCHdmO`Pq?n4~QLfkglQ7yJ8PnhYrRUs21+`1ygP9V;Np?;4PRV-_-&e~2z9
zNX8`YY%i%|Z(wioS4K(TBI`faY5%?`0X)ZF=T%jK0)8**RtC@(GA0d0Lvs@&d!*lG
zOIxsUkg;(8L;l|>E+F+cS_7omfz;m%zkw7Rkov6vKqEkk6G;87L?Fe3#KQBhoZNs;
z{*e=?@ZZ$(m!f_*mKKoVcM~a->HJe?e@XHC;%~v^Oe{_9KLb_#BNx*@+VF4D$(U3e
z4DJ7F)xWez#so4m26D48GyiklIX4?1CD4$z)>dBt1tHnnIsnc8Z>s%UjZ7-?26kXT
zoWGw%)Xd&a$;4L7%EH>p@^@F^1~h5*1t<vk|6S5QLct>ePi1FsYhqx5<P3R~9O#A9
z8_^qqA&M*dUDg{$6bs7!O*jSu%<g(i`|RvCJDgF-$wP}3-!L&>;D*EcqKzSq&3c!@
zI=2lLjoT-#xrY{~i~dhHOtU8{b4Th!a;+{GXqWoSlB6E4uC5J*;QJXh9knGk%SHSL
zd7UcrRUcA0t0N(!S6!&RMBD*9qZKFDsEW^DTc6!p`O@77cm@OO4p`uAhkVA(9Kgr7
z{t!yfOhQln+Sr)2xOS`BTWwY1g%+3b_B&LHDTVI>ABgS9oQQrlyEj56%S@sZ4G<IC
z$g;o>OQQ{H)@!XPFoJY%<`B2kb|_`n6?%#Kh~dp+EiYm9FRlyiB;PM85Bk`}K&zq3
zdO&hl+I7|sMAoeUwfFk0OHbUNcr68sc*paRug4mqC3O<*wmh0KLFBSKZo$e1$<T=G
zH#y)k&3mXUh~GF6dD{0!^zxz!EV{Pq4DprZYk3Gd#Tzer;0u+9u-*#aQLwbsP3j1;
zIUyqj4HN{?7hoT$QzkIdzLU${M$C@sj>?f?a(@QN;p-{0l%$a*QzOwtYlI{u<S{p|
zxDk0@;7s}XiSJE<RFw@PxKPbAr_`BSXwM`hbO-v72TEA7JWs#ldQWK0NKgoxDz-1r
zFAMxCz5N#FyplA<<z+IKl9<b=%~R55ngp$pLg0GI@GSLi(ZK_am$kk{Oe%ZqDy&tW
zcgUGCUN#$d`K2@L*?4!2w7B^q=2&H<>bSMhacViTAVIZpu59hwP+oSNC)pIi;dxzp
z_J$JQ<E&zSJkJDUxOu}<n;56dML<~gN8jkuA{{vaWt^9X6Ay-u0tP8`sUMgu=3Ych
zewvP`#&@ib!!DFWf<8qNv+8iPPRQ~=O?tYYEo(KIu%<v`97;$#k$8|NtAEc_!l7=~
zb~!?3n}_e@ny<REZ5%H7C5ZK`Y1QBJBW|ubLf7TUw5hveCk=KEhw}?J$+Kpov58Kw
z&PbcD)vOa+qOR?xO(Vm&ER%=Vr^LQ57977gQH8GA#O-cn4fQ;xa%+%Js_8YWc5((I
zkBU*VZFVC_7k<bz*qayETK6R(;6+P3Si0pKI@<kIC*Vr1GE+eIg@vsG&rt8Z{jp>~
zd&UsuglC+d#qDkVwm4;Dp|LzXKPyI_fAyoy)kPk85#(4L0auDf-9-ac0I8PEP%b>l
zZOhv^yRFI=;(h@*U+r>?6Ip|wgME0fp3@d+EU0|(-ajYY7}99qQc_Xm2`?LzUCcfl
zwnU`}*|X<4newkVc^eE{%-eQn@gVC=hkWg*z`sH%Ygy3MExVFg3Ed>|ZJzNOX7)Nw
z=L#V8lB~N~dOokS5u{hwt5C}^9D7`orS;aAe^eV;^ST@K--i{rf|d-|%W>fQQ0tmn
zprZ2$!}qgx&R#qG3Ue^>B=jL&!BTkKou9~wjP=pd3gf%b&yq;}8GYRi3il!L{#S2H
z>aeLrUe=P0Pz(uJJHy`e_UYL@%*YQ9Qi+Y>Wix9u+Qwy)pyVFmu2>Op1O{o!hvu^S
zwV%gd$OlvYe64|)KvcAdMnF`1j_iwiz{H^w`=0k>xG%%ris<-TW&Cogsmh7cxyf)N
zlp4K9?>)?UR$~lwE8AESw*ib;WpXMMnW0KI$DfW=K2Rs0*;Vkg%dV=-oR$Pi$JaBK
zxDtq>Vc=0iwE+3mC31d6wkaL%F2y&fEj5Xb^?wU|psu{!#PY?a87Ui*$sn1z($ROq
z-r^C3r_c{qXJ%cHk7A5xrO&$x(GQ<7Jqa;Nq#KggS~QJncSFx;k4Tlo`_}L1CB5;{
z*8T`(SyXN|tEBN^Dx+c`WFkryCBtb>0IN>ED9Q5m`^9cpjP$TE=DdU)2l4>lk0S_h
zrj8}GJZ)Gp+ZtmFZC%f=-}_Psg)#R9b$)^}gY(Y>Z>uk5ji)!@ciNdws&A4<b`eSp
zFH4BY!C}{T>7StLF%RlFu6O3(c3uB`{2Uwq8SfiJ({;{XL_0>EGy?@*RWVDU<$cAP
z@I@#X6@Tm<o69#5l-r!jNGaYLC$6Ep&ftLOlS{^no9SntC*(}NN|YVqz>;4=pC+U+
z5;CoMYi<2S76`;<G(zz!OsmjmlYi*P2Zo3cK98<iTjYj`nEWU&#-QdEzr|>0jgrJW
z<i7m=)F93Gnv7}#S#Q34Kv<E=)5BS8C#2~8M1CA>gi1n&o7Irgjr=BxZw&|B7Pi3X
zs94_Se4{SQ36*Hsdt($V+fVaUYf3@my=fLd(ixU3)*u2?3I$DQ_nOx(u8W!X_&fAx
z`oj`ZBFRFSKS!u(YG3~HJ-|6`ihD?4W5U?EA}tF%Y(5J%SQf2ft#2ngi?8AE*WeIm
zuqkkiJ0s19I{x(;?;V~HWNq{kW4n|HYIb1zH;(OLtAv_SJ5{khLA$v34i_?NZ65KG
zc&h2c?+3BSj~Dm?U{s|Jf5sZ91g_KAFtxn;M9Id5S47JH1-<M&#NDpm)*@%4@Wi%C
z<_S%GkiSSaw3s)AE~7k30c^{RZ~V`kWmJ%Nq$&fO`5<?+ITyVh22;T%S#t5u<~G?W
ze-}2KQKGmJi@~xCDUDzOGUBMpxN}uITVIj)^?PIcTDq51wp$z{iL7-ZzF(2tQ-64i
zeA8bk)?;IcEE{^itUlhAR(y$ta8&5Amd1WbMjS-1@;$yE4{l|N>rJ#V#V5iI|GgZ_
zoZ8|G)<=&6UZOOW+UKj=>4HG)rWkHpW*E$Z_7W~Dd~T~k3k*%QlggF$2mPufB7N)q
z4&B5Z5yNEP%0ok<a-0^)w?<`YqX*QEg<gC5;Zi(};M2ugFk2kTLbpcb?dyx7K?)Q`
z!4uBL#4G>_ZE0u*K@NG;J1QWlyyiD{gObm5V<wyPFtdyK{#M*z?$WhU_|pVWoBo3j
z{1M3=9f`e6z2%a!G|L+*6fD*yuT(+)bdwc}0tJV7G`K*CG9KpQY(+K3I9Ty+XCL|g
z=yz;LzD0Ixh$6&qpIDgISXf}f`}~QLX1qo%zp`h!;-AM@&@ZK_IB`vlT&iP5``!}P
zy|{7W*ICLNRJN)ikzuQhOUnto!Jg|$`?y_4K|blvYQkfG+4n;P4W2epFzy!H@n~)>
ze;eo9-1k@bzKFj@l20@}Kr8oZl9GpY9DQPb)~{-;-l8OwWXJcx!FecJ7vzn#H-ueQ
zzm2YEQn6Jo>(#XBx&Bb#q2~OB=dx|v@zcay51G0D(i{)HBkwK<^Ho<Q57I*IE4XrD
z!+p~@#<jS^$<BL=iL`N%gmfLDy*|98sp@Xa2p8e0FM8_J)$@Kfdh<@iz&k*ul5vAU
zbAn`IB415tf4wBc!+oe9+R$y5eRx}WCzt21<G*x#t)p!gaZ@=v1(#j<LquVmc?q#X
z9B)3l62hY0X{G$F6&8|jj<}QIX*#KY82tATk!r00zO_VMsjo|E{$JGTsZ`8WAy<9@
zwOzX16zlt*lQ5qj`ZE%K4!s;&LiU(jPt1=-tt&QsrPc=nO9W@PLajV7NC%*jKiA%8
zTy?lbj_2I6f#<ff!j#C=P_R;YoQC{b;16Lqa8Z5Vd0L?5-A&grRBI#ESE?CcB&T|0
zI@2oOQ+TF0l*?Ol+JA5z%9nSfkG!@tU}SuE+b!;kw%cEvs>j~9+!QWUJ)LQG(vVmz
z9mIbb6@Dd28>@y=kVmPtg+{JcPCF>`qd>W1^>Az9>qn<e$<8!lgaI&Wr2%QXDLTX}
zM0mCB*baUB7yWAwY|%>AXQ{Ymg`mic4y%)6ySCF6g)hl^nxAgN*$qynqa|W6vfwUR
zYGUTBAVId{2^6?}Bye+WmN$k|@_I<p#v^JYbLh6}!sGBbaOIwgDKnwj!Pp;9ZLCWY
zbl&(ysqZpiK>B_`sXa;}Vpu=;abA<XQxeOu%t}XNgf}=9ukdB1MlUFf2h{HLFiTZ@
z^<wK@h#M%hB*a|#CBx8fL)i~`eD|DQ@K}qavPoWdlV_;bHYQ#GrJ#9yjf*OuK_Pgg
zQElw7Srt$91Fd;5d6SOgy4bSJA`d1rccEM16G>-4OCE!Q@VGpo(*>IE=pjAQ9QOuc
zn|Dopb_-nZ6MdsP1-=mbXuX4HUQC5SGS|DHTHj?8q}jk6hTKCZN%v$AuFAbbgK%fO
zMqHR|3<fa-41bwk(i3rky6Y0Fbiz8fqaLym#zhBTd6Yd>#qeNn5eGCx%ZP8u*VmLp
zX%D+7j!AGd5%)6ii8OcL+wm=)_Otu88r)j2ml;gh+9P_7ECZlq#PCSJl6=VdFkqTQ
zIbk2m%w25qgUKz^gt~f=vYYHl{6MLgf)tfBl3KZ&jIPR@G5J?kY`l9H8Go-FZdYsq
z)!RD4#ZvU(LM}RJk=2w1kS1g-#@<y*9U-b0mn@#D82R^+Hy2R}*q!>}Do@R5_xZu<
zew%6qc$+bPhdMtEr5V_Q)*@z@c)rio;1AbuWM9uN_VopfFx#GsyET54ejstNn8>MN
zI*T?+&3w`?*!!Zdq-oT&6c)b0i5AdKmh=G{g_U^*LloQJ?5zQ_!4G^3jo?v}D}(|+
z-(mi4G6B)vN_4gl&D-ze>>oF}HdkF#9c<%I<)|KPikdByH{Lo$gDUQ!PE4VF2M9WO
zuIu`_>k*s`@>;t+KA&8t=rx>##v=xb)TIp)PY&`EZ5#iJX3i^O(Qu_10gG+>?>{5N
zS#Q~`V{gU_)tXRyvGmEtkCzSFPjIm~4L!GE61jIih(P8qmj7SOy;V>pQIxI;2S2#G
zI|p}nclW~G-6<RjcX#)~T?%)Xg2LS?tZ*B;<IddM5%bW|^D-|Pkq^0Jd;a;aZ?8m9
zPrb25lTey`_N-t%HMD>Tk?nH2l7c-8_F;0El=nhd$XOBYxp;yJ8DoB?HU4Vj2C7dP
zT&l3}Iz*p+=D01w!p&KkLs!!lyD{bkNQEBQX*Op3daEgl<mx-8*89A5*T=KC)n;}u
z6=VAKbiJ!&*|Z=8@GlQN8?7;l&xM%6p~B5OH&^a1%UAtFscutwJr6}ZFWCwT)Mk($
z8FH?0O4JUUvY@Yg6%3^20v<w~C@{_-t9_Y>clh~s>giwv{vr<FXcoDw{x-|^q2@sM
z%I_x(!yPSHdkr+G;>G+>_0O5{{RpX~``U3zEgV5uBb`dBz<3dNMyb$8hnG^1?P8-0
zJvwJBqXeP`8g1vZ(^#bsepqp;{2m1P`A`*>Ep9xY=TpmM#=b${3QR|I3k{)aB*noY
zuGcp~+6tQt^)A>er@2QAew=Qe8!r*?2!rrvHR9juXXpg*);G%Rlavt)=-kGuih$xM
z$MF=FjMbmogKb0?6Egb^x3&3G2{>loH7%~spe94k<g@C6SJ5$`Ar%hcp`BaMp?J5R
z1%9s;nr7#F>Gfo>GY!HVzxHB0AVbr(iGMWx1KatMxkU`on<0?Sku^RUluzNsD8$W_
zn#Ku0>*#lf@lQ!bG1U=Xng(x7i`>I?^W@5+)?h&uJn#_qU4e0ey^sfv&><2zp=^lL
z{L#`9o8x(EMAwTU?GdA^nzMCZEN9`xc*c{@Cb9F+kJY1Jyq$@6qK2D`k55?-@YuhX
zQ%>u8Ff>*k^j`<cPyq8st&Um#G^g5{+omoeL7rU^j?p5SMiY<l3cwJNc$mX@11jvQ
zWG80i-jy(E+OxK7Ny<Kxi&|Pd=*m(2k&!L2ZA3LvmI^X(vH;|je=3(Wq4>S|7C0d|
zIU1Zd4IG!BUZ+@&Ipti(vHs_AEz?XOynFK^8GA8X2Y;3r8yjS_WQ)a!!Eht)9Mxd+
zg4@mPqX7z7(+AFU5d@p=jYpps!!{)X0ULYK^6Xwt$uJQ?=aWloWu%*mC|`QU?y%G!
zkDGIaiV?+YF*#x;!~(LpQ_u#tBN)&s+^9|l1(egz(}#Tdx+^Mbymai&s-};Pa(T*E
zWB%jfQF^4Mrv2UY?gu*_W`s7Q=$)s#jJDpQNUMSuwP~d$3!{Wkc03g`&`Lg{(djtb
z1T)30a7I^=Z8#MTlc9ge%(RL^u{DenTj3LsLPRjVF-ckVIq1@5wN3H=LF>d4A~b#q
zlw80EA6)(1xSKMP8n((D6ZQ32!FmH2fJ(jZL-&h1E$2*5UwP%J=y0orkl;;*hxp-)
zGXUIVfnHiDQcl>^w9e_J6`sD0m7$O-z?xI;QNCp%c|;T=MN4z_osbbGF@Z=u2LDWz
zfzepgGoyV{cPbkP1Ce5bbY2f?UB9|hbw#L9IGg}^^c>0oT1Kn+vl@orfK_ig{UU~K
zCaWe5*|7qgFt+<t-f&{-#@nC_@$=YCyT&^rM^%GGt1a@8&M}2``*|7zUEgL3h3&az
zg3ucEy8z$epOd<_{<`!ueR+~4xOYPMW=~dtcL~#D$`_0obF8$f8+4o;+)r*@Mn2TG
z)D;3R3oo52Vb}D}?Zqw~>KQux(ySwnXp=otB(r#k{O!g8M4GvOOP!RX>&JC@0;$EP
z>56rG?4k!pclha_$%_tmU5i~Sv$=@^6Z=`FNI6ghPyfmeMZn&=Otb4Q>~eHfFHWd9
zb3WFrne6_;RfWERc(VyOhT6W|o=E~P_9v1#{H|=ZJp^S5O=!}ahrD6hWi0GC9w$bp
z9XHEjCbO+xCnv>@hwcb7X@x&SbyxpBk9OQAu|jJo7_q**svY5gOE*KX?<U+FwpC1Z
zaji3VwQqBK%C7?c=LD0P=s@`Atv#H=dXs^t#-fv<W`){|96|4xe~0u`rjpj<LImp<
zVKTC#mz~c|R<cl&GLGoq3V-#;+0ki#_dc#tZ!zIAM*WNQTY=a^H_gYU%+GT+OT}4K
zlP!n-(Kox3XS}MEcaMmmy753p6H;8~DQ*8%GZg#Q-)y_f%%G?FR4am0KVdIICo_0M
zWk_T?F@L5h&SvzZ7Q5}$FZpmy{yb_?Hp;sY7#`qsqnz<5(G1oEd0g-BRj}ySP4udi
zVJUW-AB4k=C8Y)KcfA=igYVvAqj`_~P)nG4{}+l4uJaw{C7pj`Wdt`KWK*@>lZ^9S
z!i{$4xEKFgnJl|CPaoT9PhW#aN>(%di7zH2^Oxt=+KalPA113{N3X5#AU%vsoE|a0
zuFqC5PaNP33j%DWVye4~e_qgVH+Ygy%WT*}RZnF?q_?UAMw61~DeLs*m!iWji&Glg
zvqoGE!}YC6?A*CDb1I=<9S{41lVGQw5C2$t47Xc$EU}SXf{VIQ)AF@*P>Pk18P?a?
zVNl*bB*ZY1yVBj+{ajbh954U!wUmgsB(x&`bQo5+8}xsNb$)FT>}}1}ydWrpLbCR=
zma40;M@*jld>b2Ka?~5QQlHhtQVQ%I89(Iz=wJ{)p}%L|_qSMd=?v+LAOIQ_P;vH}
z>WU)sFQ|V0nHKO9b?{U(@#EA;HTC{(f0ZS-e%5gik$)0J89P;aJ5I+djUlj~sW;Zx
z_JF*xv?(8u3Iy+UVvAgpXDNf~mMchl@lK$6dVoPkLMJ%`zI6v^fcST@>S7E?jLjE}
zJW3h3>)U<Mw$GohlGm-@(+(pCLm%0v!|(ouUG=f<;sh6#`&y8pL1<(uA8^fHNp)G(
z<_$%c9j*IdIm3q;kHV&9BK|eV#7RJrZy5kFu1sYD^^EXLGbZ`p=PS4Md%p#dk=yo>
zgzpfmPdmfig-j&R;(w0JEPH%WUI;D(lxDYQB0xCF$!&v1YaeSCh$P-1Gkb~gI%G$j
zDmgC-9_vpv{7yL_JZ?pR>o}DIp*H^`Q@q^)78FV&SOjhG&{m>14)`<|>jZU-<=eFs
z%bi$_pBXbt_q0+t*?uSkh1tL|*Q{X#y)fL{Bl>y<qr6NwfoV+mnDLuoHw_CM7;zaq
z8hwIwI;6Q7Lb8QZa2PE*HJDN-#G%<O#MP&t-{eu^)eyK+Z!S=Nto-%gp0@4#ZK8;x
zz?5%^ch1DIqAWXu(1}@iVZ6TRHFj$aSbRa`pOBo**ruQ)^#L;|IdDQ7&NdYO;jpkd
zdRN%Rba~lsY{>U`rV|({u;ip}45AcT!rKh6@q<yn7KZ~+GDf&pJ(VC+pO@{dDC)F4
zKsa?^j@AcC4Sf)kHxp}zbTf#5i~GuXzZ;`BolA5;`}uLWc8zdWZk*G3s<a#X71@m&
z@9>=tgQPaW>Q;KQM0Jb&6dB2FqU-3exA!qut;uVphOA@KZk%2LU`^ABJ7R!)&2OdI
z`vYRAItAN$*yyM<+4Q>s0@=k0MlHE5PDBi@1vG7dqa%C;*KDu|jiuj**=HbX@Dyo`
zSegHIFui1r+Il{bJ`?q4fSc3l<E$P$Ka2jI$Eu*Dy|{SJg_UqyI^!L8WBl8nL&_-#
zvau2sJ?v837z42wBb0ghne^752}(08?#y&!)<3IANPUPxMZ&$EEcfZfF=KC~js$ub
z3bryFtjyQDzJ3tE+mAZz1*s`VxrE@GDPg^$E*C6!3Tur4(J2#b4U>^vaCIF4Dda%f
zm^p+JOtK=a-I2}onTWxOBK>(hZr`15w>WESZla}N8USyD4FQ|nJyoqb^4+stC}VKk
zvVJ^pXvB64!&LZpJaoud+2bQqAwOD>r&RE~Io7Xk<$jVzVM$h>9anrQ1yosViQyu?
z7y=6m0+u(a5|iXYi|_Iu><rc)(F6yd!kcaujzK(uJ*E<(uc8Q<%ZSC%D?#B-hK|uz
zQ~<0f77}x2u@ahfgl{^*H!s?bjVn{l(w5Uc2_}#nnR*zUoiuHbAwMYCRVV0kRKY>w
zLm?uoAmpM()~9*oOt|?pN_4^}A;xu&ZiYg1)+<~DJc7h{LDN8boKPN{mqVQpk%=E>
zTwiuGgHZ`5H<dM&K!lFW7=HHWGXVZ92M}B#$wQKHpKgP9b6}MYF6<39(AVb>^m4Nz
z#l?bu2MZCNs01k4;Apf_c0tKa?pk#nLV6xrL&8-wQdXD3(y14nBHa;%Mr#L?<sYLA
z2?~7{p>rhOgv$hE8D)*B0hvQl>H@LHhZ$zBrI4Ek?}Tw}QVZ}i<;uNKYhq|d+9h@m
zXv2GGOw|W~NCR^`r+nuoC=&^$kIgiz|Gr6b7_o?@A7b_d!Yu$vzTV>&5bG!k;Av6n
z+@jBXwo2;C^Oq|4+5lMS%#9d4nX<qXtX;ZUQJhbmtZ}oj0?V^x7@fN;2^#cVc?D(y
z%x{_#Rx90c50$BbS+WHvf1--y@V=?zNr0ZB6Ez@k#08G9gw#(A3Ag%=&8-PNBD>S{
zo^SJIWD14<;5M!$E)<FWcHji>hWEA=xg=}BO%Cug!eJ4|4JF)**9tEiouh;SE1F3(
zs^U85D9Ov9#fc!>n?D)q9+b00OS4SmsHl5`i_%#l5i~mt(+|{AxBdQ_Wh(+69HNm;
zGrof{9-S+-r05hXfl4Y-_L2hKh_IBA0h1<2Q@s>}AvS9k7Pfkr^jk$Uk$Zv0G=5$#
zE`zF1Pz^FUlEyRz+>==xc$W`F1yCG<!~}SB4F6~$B>Qm@Dq(BZM-Ix|rjZm_V7xGC
zO>96kjqRMth;Zyf1PewY+O>ib)EyO7O-rkoBWMDn=onVBFtKdiMOB{dMDq*c1I_{S
z@TkPZ8PZP{rc{b}oT6<|TV{V=CH2cVHO^bm#$fdyi0Rd{Tro=<Ufd{U(L!O(*X6w9
zh(<v#HI>w|8JYbqrEttyNue#8x3<S*q@}C^YXT09LC!EJ+o?-wEI3DIpgY31cpJia
zPP2zOnUUIQ@9I%&L^?h8WLr>G{V>L^B7v+1?gqBG8|07iX=Fs$bD_`5x?j&3gjAFt
zpylB}ZMF5SPKleV?h8FyP>Ob8B1&50X3IxcM)4%jBJDtEglt<mWZIC)3ry`!XpOCr
zPK7vUW<YpPgG078%DCuCD3^%0`cAye<RK1qXI@I~zkCTl9VDZRmIwjs2GbnWD(#r{
zp&eA$grMg*%!J~=eXMBs9)0JOnP-OI3Z|LeId}VZ4k)gjFGwv7|MC(YiXql<hCb}<
zkfMm>bK8H##(vvW@QEaiJBcnCz5sZ=zeo;@TujlITEl{>zwtnmU06`ToTK-1icGN#
zlTp{pL=}(z1Q%;=Kfaja&ZUB>zgaWQYi>7Rtl_-fUv0DZsh{>?uvX=94IA=+#=Kq#
zBqX8^J|K5W4d~Z1I0W<VcA-;aY|vKa(RADHLS>DVB!61`juH`^J7_y_$Cwt-rCqjg
ztw}{dz$M8vAd`3&7b!pQinS7AIZbqjT>CY3T>D_&oH+#$*tR8a{-EwgLdbPrwlh0T
z?2`;;%X{0cP3<C>5{#m4NK+wk3~<UXmF6JMfEB~R!IUB}^1La-lC0Y^KpM4@X=7Nj
zG^8gDqLlJ~7ZxAfP4n(U*Eign@B8LA?bUUC@@EEi<L?vDSwjwib2tNqMri|9khNHS
ze@0li38jp0A>pkY4sIn;uE_lQF_M77L$Rpl1`Q}#fSAmxD3Fu%^!H|TSB9cjH}5cM
zLWO52wJ#ue<40oP^T>)M0*;_Ucbb=VC8Q(mPq7-v0bFi*Wgve!+zkmzn&bvRQRaqW
zEoJnygrM(E^a8791Os9{Ic?Se{I}=XwJKcab?exU6y2`2l$dFAJu>Pj7q}gmh=pS~
zfvt>LGWSMhP*VH+O}LyJr7_WvzkOvLDvoL(cubR*#UJr-mN+AhG+`hK+HCtAd5}O~
z&J#Kwr82rOs>*l*m0h4LtVJu!4{U^VuCom$<e%7vLO(5ef5^(<L_!wr<Q6iuZ{9dm
z_p()Alf;v!R^-ehwI~PUBUuW7kt$T+tWx*uzX+9kFmvoiTh0O;oM{g5AsgXfGw!5n
zf-}0Mo4CLY=0$vhxbpEb7%8f-K)CKd2_wtGchSlK>X}Y7BPkMAG*z&8@E8l`b?C_^
zH%tgHPL$cZcx8T^6U=z_q|&@J`mxy4>*-(?lF^yFxORIpM%q5+xT^9diX?dg;ziNH
z9B}3$lq3uIxFTT7#Dq9$mtYGD(A0BAkYxJbeQjW*Nr|l~_Y>F+OhuI;b-c7;5yWOD
znvR5SgOwQ}xir8jZxw{804kaRkX|HL?P1rd@U9j(2i&U^abYN^*C2dQ0dX@BI?_N)
z`;NQ8ATR~;smQaa5#ag<Jd`chp>c12pJd8cyg;T8=Me6KR5cj#qQ{0J4cdJ0U)X36
zohO{h?lOTsKeof&=(!P6x|Pk}kza3zV7vc-Ar`Jb&oIa%SeWLs#The0tTH;y(-AY#
zEX{>}v?q4t%46l7Xi>mc7-4{;jBtkIxhNYZnirXj@5hKiGtUN-^pW)!RTQ9^%i@|5
ztmQ^>nI?!4xyX8KD}#|!XHkekb^)(Nd@0aX&Dls2QgG}X#)m|OD+frLBBn6;$CTVu
z(CUNB%xQtplsmWtaN2z&kaA<dB7zqcUlN38X$0sX`+pb+c$x5><^m?nKPKqreVU=5
z4;gVn<xXaYmf`#6i7A?yeC3wJ+x899c!a%51`2d2E7QE^yPYwFZZl{9z|lZyZ^&37
z8fO|H0OUssQ^Z4M5GY*CC@9(kFY_xJ8?(n9kSe9#B{?K|Qfk9s>Cx}vStS!%YlZ`}
z-;`%#;C^6|aT<WrqF|wlb(w%egw&vWNBxj>5*g6+Ddl7yBOtT>V0$u;hOx$QJf*M4
zoJTMwn-NC}R*Pa;t~ZbrDeYbgSuF*#GaIJnnL+~?Tr-N3DeY!&NRY^0L)YTWk29RI
z%J<FFH?*q?e&ibx7-^J(St0W*V?$%Yvy8+ad=V|m^)4*0SIXmN=n3y6Pf0%vSu+<X
zDR7)_Qq+gJVF0k?9h9?0jd*fl2g*c|gPJ;#N@?;=q3JM@F(~4FA~A5*X@D_78_A`j
z%Equ9d9yTeT6D-b2YI9rTnwXguz8zg)^PGaAtWu}yhdbvZrVZ%>^5}C8CKbI^m_Tq
z@s-NVKbEjG2x_w@`cd~{@RX^iI8l5k{9%TR*huz*IE#{(fqFX<NC2*^;`pgh_$s=J
zP?>l+IDc&5{-^gSc#1%n2r7t_Z{SuThCww?WbYNiS^o9J^x@kp05b(3SzUq?pV4mX
z4YVz(GmX<A?aFTt3qJ+*2T@P*HaTuOtSGWw=uAabF3!n-cOg7KP(oAI8(C&`Z9xua
z6rlW|>RWG%84smaXOt})FF~UbCy-<3_^X?3y%8JmJPa<60u0O$xT}U|X<>o6O^1NR
zdxHgrm`KcSD-Nf8aV+FWMj&Odl<7S0rLc^p42b7R@ERvzpjVdNipPfsLmB^3-|8`#
zCO4Gu#+=L1_$swv8S_z}P9L}jnb8|$q*noKI@!=<JN``Y*6_C<JSgE1pU4zQDQW*N
zoZ5eaO#eYQ@vyRS{BP#z|EAae3-k29K(zlB^Tffz{{JvftY7%ne-C>4Z&FVG<#gU<
zuAvpVR^HWnnN)+)M7EJZO8LCrIqiu#G}{zZKQwt!-|}XEO<(;F@Q}al#w{g?3%WtT
zG26w?$Y>n+x(H{p#?A)BaNr`58$&Q=D0$1+3D!hKBLDvSZL`2Uw@=0EYwin^#%cWe
zW&66&e6yT}d)3VIQso`r@gpCvp-d4nDhWV55EccTOc?S9*#GFpD;Lg5F>;*)vtUF<
zC7qp(G7PYgdOC*aXYJ^v248*5<wV&DiRz^Qci|9`!$)a))HUr#g6=_KS(X&tk#_@Y
zzfB0}Nj9S6Of~ydb)H=-*MEna+-%YwX%;HHNG}<&ba?i=50E;Frjt{{6m+ZLJGAvd
z%G*smIwrdNZn%r#;hAmdr4~QXa;0PQbd{p#d$RV?S^7O7^Vhp(0p&0uT6!`g--7w0
zIip>!M>}RaN|~B#Lz%?Fz*dc^+=(_p$H&j#&Kn&`v<SU!mpM!vv$@|sC%Dp8^*0T!
z%NqQhT;@-^l?kUVr#J1MQsvuyT9$JqK7kff<_>ebv3^eWzcX{3om>}vBZ|^??^I1d
zXNuF@s!dz9vEO>Aoiun2EYg8IT3BSGMeZ$ZLMea$7`yq;qyl*s?~EB_ls5RaZ|in8
zb5E^ycBFrGHQ4nepU8T>WGqvyQ>2IO%Nrp&1mQl|A43WZj@W*)^z8$>J>4hx9xGoM
zcyw}Y-QcB)y{0>;PiXmdgCN_v14w1=%{?u|9QX`x7$OYwbijYjRpjMrW>atcCYQ3w
zytkSMdfgf}y(>MxMa(Qo$=(HNlHgYIgIZDpmYc9$-X%eO{u5k?5scsaULOtAcMo2$
zdk+RrMIq3tn1+zUdP+<W**f~s;)(e>lsJQC6#QOlg=Ml_rMWgX@NT_5YlQ2t^x&SO
ztt_VVt2c9XR(|hJ>k`~CjC@kv!aPr}$rS3K)8Q|k;yx;lcP0{iCav%_A!|K`PTp-a
zpp0kK_6-{c!hca(rFU_w7y}^ES%X;fCpUM21O0u^_43-L<mFnOV_n7XbzRqS)W^Z2
z95-*x>f=wUO}lG{!bH=^P^`&t9ZlZ5H9Fi!{4yNl&)=E5a<~Q2z_f4~Irhi%5%z3S
zv2#z&ML3mOWo#mAhpj|b?U#V}?@m+)V|E#xR}eY`0i%JKeO284{Mu(XOwVYRTRNZu
z&JPXat=wO<4@}^)CYnYs+J8Ug79@;$aZL>~F%x`mo!+-rg3P82&B_ZgpO}r83&lYR
zA2mkl#NAJWMqz)TE_41aj!lRe?q<5(xF<xzOw6{Bi*b6zV;q;f*R!9eh$_<dR^|9&
zBp(^Y%jxcwNKBJcNH?jSz%G2;dx!qyRV{ZXBvxtb(3^s6eY~l))Fe@vX}ED*ZAxXL
zWis80A2i+<`i+=CVN7keCA7a)-4L8Ipl{{lNS=`C?rf}-#^uKJ=Vr_Nyl8R$rAT%+
zRVa5N2{e6)L?p2NSiPT!gn$LT<$r?4_xocdKq&%{+Pm^Vk%aWC?XiwiCPi{K2mZ;U
zrHjzxUhB4cgR?c?pE@0>C=T=c!Rws$(O?Z1()(_KGAk0U9E@w+{hLGLU8z_c1!swi
z+D6sQ;#`ALSkL<Nkmj#nfJWnxY6$x-XZpEXdY)uw1AA}2xh<EPo}Sfw#qdFnmSW$$
z6_R}#M+Ry-iJsumO9J-(@CX2P@U9c(F;A)M_YOGRRy^vx)Wyu8M|pWO(ca+YK(!>h
zB<W4O6x*8J-O$j&8JzPsFQP(tdv#2YItCX+$yCx<PK-G1I`*WC(r7HUMP^yq*!u+;
zfyCKS|I>Q5$YO>btlY!*jU0=z{=Cli;c3)j3K~-yk_)NT)#=n-uO1ct>C53B0!@jP
z3BUS^-vG@YRVePqN(E;(f1C<pu5`;A`FoNlIRa{sbn`J!zGF&{*Y?Z<{R{;@mU8`Y
zXxLV!r**-Fl_xtp4viiXL3+&dCS&xU5Fiu}IRYm4&V^DMLO3r?SIqTKL=oOv*$!*F
zI|b*U;7e^IVnq*GsWi{V4ew<eA}SB8jmiX26AnXD5Td%YmEZ4Y{U)8-<1!vs$BkY+
zlS5Phh?%Wr;Bv2`B6&U2_2;pKm}Gs2VtDYoLZzQ%vL5_%Xn)yGRXx}7)L#$-b+2F)
ziz-tLQ##+Ly93|Gwru{fKg#XXFAtdlLA`(sozo`NIUWQUkWKdZg8OV-QD%betJM&n
zlQWLG&wlwb-jz}&tSSC*P=M(#C+FqMJS-b(GJS&e)%wo@bpc0U*jMPA)`A*Y9S>h0
zOS3OgcSF4vj15?G)4lo_f>}`wd2MTz)w3o_R1^5IbA1kUbm*K$mPjgawX)l)hFa9R
zC$dtG(Mo&tw8@Fqo2cYbS4#WTr4BN+nn5^ZEob#_qC$wJM!~`{CjEOx%|EXl$Z^G7
z#e3d7lN~0T=Q!4bYQ-QnXGceQP6XBAq)eo-E626JW$||?y4Yz=oswcQ{io-^<)JGg
zDzw$IkD!q>8PVvs(^7(Nx8v8v4ZC{QB0*U+UEa|NR*war^0zdHLmg_;84g7~?DFLi
zQY|dp2|2Hh99m{XHnp7_Q+%Y=vFos=;-S`!Jo@1{rJ7CuvU2Ap!x+tiM?X(wf>+{^
zH78^-{lJcYxwiS(2gl4P*iM)Hscal5*xCjhou2fgfQ(zHe1Gm#bpgfOmhg{wO%j@M
zcX2+J<K&~Fv$iCRFq*!fFPI-&p_nHeP$zF<&C$`&x6k_P2@o|2O*ZjRUHvomA>SHm
z66jq$G=;C0jH3k{349S704HIAf-#AmF<^vvO^KarZx6DlZ@|$kzdSwrfe)&G6or;#
zSlE3hfej~1uDd<tt9@9=yk`$G2YlLZ+ebaLzZr9hhdnqUD+K3UIfv%p=iK&bXb-m5
zw89m!v{XF$pN9KSO$nH7;$j?3wDFg>p-n(lT-|dTf7<}9?IqtqB*yXV2iP{N?D|V+
z=P2A6(M1izlbx*(EI;SZFaA!4oEyaX^wSJxMoFG$6fK5B!)*Brd}>$qMgZI~=%Fyq
z-k39xl(4g(3c!uF>yhvctcnrbk?X?ZXs?2PWQP!+QzRI>341>*L3=P48pm@OGwVSQ
zG^7d+pzDBlw6r-P?0G5p|C83Z^VyXvk63q#VcwD}$AsS!#3`VCfb!8_-(lVSQ5zxf
zydaHFq6hx0GYD09xI)jZdl%HenX}l#jk#`Qa)dsu)-cea#oBdjM7t#Q#~wJ!Ka@vM
z*>UPOv(#<H^PLiZ3P>|=Y;~zd3>`g-gTaZl`i%GX95!*hXshGz#*Tx{t(C(M;T&{K
zmExhf(~Yu2#H)r}>-Xn(7&NH9ek}kN03MxvHuJNYy%ke=G3G5AQHAwjvjJ#sqE|bM
zIuMs{(6!^APs1BSMA|dB!G}=Ncg)P{=>&k@R}W}8^{YtB`jti49{Pcam&Nu2n++RL
zyyl?KIr(u1KjOoNI@-AZ9GTD^$L$Xl%jU#&DGXG98CrYC9O!!(5i+b^b$OqhihVQ+
zHf+hDpom9P^(gd*38;imdsWWTO8th0&0xfBj$ZiSoBwE?%R3RNp1yG7EIDL)Z5j_#
z%sdHiP8K{6clr)u(I^;1x{;6YdW*kft)&Oe41}K(7=iWjVR7!O$si4YKn~LZhXv`U
z6xrVG-d2WTwsS|-g!;q0*L23llm|GKZ;eyI;lxeX>a6%|VWf{nRe8B|AEA~q?ABn}
z;ZxX|LfH_k${ryt^D1VnYnsE2tn9!?T^v5WRKD!==@N#eehB%D_u0{!cg@JH&|+}I
z{;9^za6WmCu)u@HU`CjwX~4uRG|M$ULS2AvO{Ik4hC8INoLidhO9><y%9x;L2qC=s
z&BGN<5QL2p%(q4ugKxsHzi-hOrylETxXalD_+A*Nvg1lQHtAsb4_2mjfAr@)bx}?{
z{sU~!>PA!uQ$^_a!qGQar5sT}jc|@uYl~3b7Et;di<Wkt0US?Xu~$7)PNgKlty3;A
zQl||UKG4<RvQ6wY2O-uRssLPRSjWyVWPr1?)Cup6Iedfl7~)^>(7wbc5wZ3<4F{{k
ziAn#d0FJX1`gF3D1#MbBvS!xY(`&TVOv7@c{D6bWJuzp~hY4Go05Q*w-*YlrSMY~N
zwY5__%LEh48qn-fAs0yo&lu{$$@nLI4cO#`#&M2>8JLzT*Nany@4U50f1m*{LjA(*
zff(AEaToRhIko{gJEG{Gn$-E16l{$c)kVumnFnXn&UDk+!a5bt=0=`ttv$`YuRvFN
zZIeanyJ?)_JJ@X-Rn2`V%h%^<#~<w=11a^tE^F9ZX9hpI4*l$Ww^G?hxPKPtg{fc?
z$erbW+IG85LA0V&a~;0!{a8@0aDb4kBbBlV67&4AYnp4^4DfNBwt^zDzG_zfbNql+
zc)T+KWG=&khv&YBkFDt^gd}9Boj!L59>!k3<e(or*xPLxWb~b&vZm-hz|!9FH%Kdy
zpL*51+&Kqn9;#ta$qv*{xC-JEyJl6CVuHmhvlpg`q#TVB!3(=RxfPvUr)qD<J4h53
zb*{9Fmqt#nIf3Se8v@UmRPV+<8htA6%MQeFu;-*6=d>vmh)A#bn-5yY+)5`mG*?~9
z5P7}lN=<q3Eh}s3rP_{6rx%y)_&eJI9dYx55qJI>jI>cUpH21>3g*Pox$4^|(`fzG
z#|dw<BX;xBU(dW=yJhscUtv{YrwK_;&se0z<?2N4`bJ+oZ=mfR`fn!59G?>D4))KU
z32s{xz(uA|CCjx&TfSCgJIq+R!l_^Agqu~6a57?`Xb}GQym6_36!Evuh-HCjxV}~y
zMc3a{1)l>WS81X1il^UsU>mz*q{h6sP6&5*6qg<f#|`9R;h7~0t1ffiO2zWC1^K%-
zro!Doa|{xiBxRcD4@D={SH6bL*=P7-wShjm*n1pvgF)5CsnC3a`1D-E7Bk3%tq+wn
zTDNy-ZRn3BMo%d57;#l2K6M7i8Xts<Kxx&}9kD}C@DQTHR^zgYLjuyS%pz>+es*~j
z)%CE}9kzGBzSf;I%^i%QK_Z#&a<Yk9xP+Q_?kejT?WYW!gyvphL&B<Ko?xbf)jvBt
zTB3GnwD)Ei5ntzl-0faPTNtylJHZ}!!7)yb=j~uG9!Kc@{y5xSTG4xUJ-rUBOEOO2
z{rnyTZzj}2rJg;qC{l_+hMghgH*RB<on{df#^Q=aDD;c#kQ<{0K?%P2ozdLn1C^Nr
z(2#_;+3uWb%?Lz=nZ2;w|LDq%6ysR>Sa1kAry?5cic?OQhZva@;lm^{7U~|=FP&tx
zYS|i=7>5f)LaZe8YVtsYuc|zw`%Ax*ry*e32QQGItlJv$Y0{l0&YeeQ`w0}MOE;!4
zA6)Ns;r2rGT;~SOatXsH{uTxne}^if;8tr^=bXa0%nO9rZs~1U5AWXnWuxbsq5n6S
z%a^&;Asg}-pL-#?8u3uI)MN3a(dfD9X*QgBCNiqtN~XH?!n^XsiJJP_?;D1(`tk@I
z1atJl9Kjv}&GqP6E!2VYZ90+x7xh$u>3x-k&ci@FRZ0UGG*kgvQRL}vPv1AT>zRMX
z4K09W)_j_L_1VHdbvNtbNDwjRBz7z2S7GBl<Iip0y@djcz4$$6b*6gYr*ClDOaw>>
z;t}QTHGQ|%d}>QCTBh4qfB6BECMP9yLc}MJ6Ntj~%>XB?84P!sCI?!g<h?a{6`p4W
z@dy~!qAMH~Qp$$Li&2>vW+HYjhdJee`d}W@ST+d=m}ioY6V?Nrt9)7;b0{OUANP*n
zMz9wPMb<tZ#_$9EY*V}Oq$U|zL@Lz#xE9Do_`e%^>mG#clk4I2w80Tz26J#NLX5;~
zMtNsLr9HMn)K0IZv_EqF`d4@4lEN?pRib#+FpBSBAlM`j#e8cE?8<0jZc;Og&JL9H
z^iggh^el4vt6R}jE89=Z7nQ$ddNof$2VQV)j)Y%W5<Lm5oF2{ab9e6k&AUHbF8fQ>
z7(kQsR?Tv)oBf?59C<9InwG&P<}2?^_FN%mmi;PKzhHPnpxR3f^d08Zc1<nVKbcj1
zeJ!7v>_g+4@^u|~hkaC5L!EaITG(j8he_@q-NLENYhc_kQXUpe8#ExJ`-S_g>}M!0
zY>&FBex@T$WBJi4#B4kpr<on4=YNsKHb}1@Yr5bKNtrV{SGQ%?^Ol_JQJ&a*5;amV
z<hdW2Uj8d(b&t7V-Q^zWBKC8A8=NN=`|A0<$PYIEP9^<eu2!^if{UL1*g0<^CF1+h
zoMgMOw%uKty^nUueb%fIGf}%)k~zUcQndn@hv`-LReUeP2@G;-fCIvib4~;Jz1})B
z@B=#K>s_JV*jwuA4;g><ItlT(o|P3n;h9UF=3cfHWgN~Kub=REgyhj#XPw$>*BAYN
z^j)H7tO7T_V;Ls%dAK}79eDyfH23DC@B)1lT$KKpK^mdJ{7ls`+@fPujQJm0R{zEG
zYL9??!KB_jzNl06-%4X<Y&&n%5&g}HN=O0_;tT?RmewZe!I+$B;K&@5&)KtRvNA~6
zwWw3j!j}xJB^N)t8${_jXh7BMvoW{!kV*iAnr|4~9{G<?iynuER0NwfkY(=1tgj6X
zo0(<0QytA5H@kZ}f?!_!N6=g&7Mb9~DAhYdm!qa`3x2EKdO@sHylhh5iGf#&duxzs
zd(Z~Z*w~^y*i`cgBc$c9!c*ciLT1-LVAK$BkML&tG>U-0R3qc$CAp<&y$5+6eUj4G
zJ0(C)$N#ns<2EMCEHnd`jt#N)6aIOQ0t=jCT3+~VRA{R~2(;t11f3XB_|=C=a~N{&
zq@7rtwc`OGo;e5Byo|0;_{7qp#3-89R460oZ?aF!luYon-d4$%Nn>z_p9;u_XnDD&
zVf!Mp%|X181`1YXz5_ui;|(Z5E#R;B?8}o4rLqhw|1@XopZKhxUWU8r(R!wS>NNvA
z6+hq2+k5=hdO0MnvS0kP(8$^mPGiKf?xiQQ--Sg|i7-W}-t}AXL`|rPBxIy4pgbO&
zDaEwMd3sRHC$9&<`R<<?rB^bs6PD6!N6azV^zAJBlaacFPs>)zA<5j0G`8TgHO!~J
zx}K~7b6i*f%yYRYxoXxDE0)Z5!rVDb<8Glc{FNn$Em<6%s98SP=3>p~bwuu;ef|-W
z@Qj#FkDA^9s?u4o>bhNtAI9X~Ky5vawRl>M0AEZ&f&h&;eO)jxgE70}oA+v#BX_Xc
zzilOv4xB8*(zG4fyeI@9I(&UfQkz22CVmwnBYHVMhB>a2LN|0XT+CiJ{W7x%q`E-h
zVM@y`#8342>c=ZA9)ba|P<lNToo^)SdchjsNHEUpy>S;<_(juHZ(ZOrA-mtYH*Do{
zikM<FNtC(8%hBn4@P{{;;3Y6%Lu!H-JmtMZ>c_U|1wB1IOz*+AnPz7SyR$T_dr|e{
zZQwg^k4n>^@3+H3yl^x(c-y=^5s;4*HZGa~kMjN>DaoP^GBh%CYtg|evzf%sB3Zdf
zN9aenV!zz8yBe8U7-O@=bZji32r8}Wy;KFzxty&Z&G#q%pnHd|?sbv|fa8BU;D^#7
zs19T>Rk!4(zO6Bhk1a75BX)d*=r5I=-91a=L9!^+A=B~VE(@pdTLtX+6O+qmK?=~1
z7QE$q;JOz><^dUJ3JD<eW;Ug9YQY%EFsg&Pmo&=#o1+l{t=Bc_Gocs8rH9}k=ARjS
z=-AnUnp&~Y65&fR-ASBL(X?p*wkr6DKh!GlCDJKXU*>`GT1@2Tq-9{QS)=0x=MXUP
z3I0cUfn?)@2&gZpVEOy*Ue&q)!;+#ncX)9;sp@UTrUlx=GNWaKF*PM}d0x>1B>Qb_
znb#J*hD&5)4p#-Hd{z^5aaHk&u5_vZzzv?{&v^fL<x-&|ev;TIUc8zyJ<%4pKhQc6
z#Wt>k<+5*mz|V$#)k6O@UToKAZ;h%|%})WtSqb3-5S(Do6rDO|G+Ix8SB&P)N9F8F
zk?I)JAHiF=8sTd1jMe@v*oycs=fJJ4)()zf@+Gr9QU%M#1XN(%+n1U-(qmj>;s^yD
zI@7|7=wc)pmOj3G{E2`Ec^frdN`}od!i9&C`|odq2em(hIea)}kooE#tFcU-ErLw}
zF<e6bdpmX;XhPw7011qv14N+;)HCNjt#BQF4uhY_ERkI-!_f>RMsN$LUi@dOc_DmA
zC9Y1xil*$AU}RcYZv@$L8Uc;my#6=j5Hlrs8<k%)fwh={q>=b33RAa;Q$YGd1PvGm
z23wOVf+29)=g6AC+7y2DCgtVxX23qQF1W%4PU)c;{@S2mh%tvst7tpPgl3?1p{S;L
zm?rn4>^yQ{H5$U;{dU(e^&5BuFUe_Gz0+#BxADXU{(YEEkZ-kMfJVYmuIehtS%m<0
zH7g`Bo?!c(RviYvJCp#MhBlp9UD|tgNV9KlG`w|yW=xPGy@G0lz3z4PG<bsfWT5(+
z4mW~eEZp+3aVS7;!?Q2D8O_8~BtBwG;O{TW@5G5EE8rSFKj4RcTW<b&uUf|Z=TDOb
zO%87lLzjIb2|fyV{|k>(RUjpy5ai-$0b&ly=vph$ijMAePq^XG1DB)qex;C&gC+)A
ztrcN{HSBnQ8d#%&0vBdUtV|rPFyj+0_*Gb#GcCSF5uVqcp{go25W%m){$7_EXFF8Z
zDE-#O<sgjjkg)#S%uhse^nwIxI|YQygn=ihIW7D~Lofsc<3N!d^<s#bwCpD@IXyjL
zeKbA!<p~LXa9|-kfm?Tf6p(@0zH)X)cuGNSFYMMwI~`6b=E^-j_zMmHwV~D<dj?JC
zh^|OvK&cgA<K77eD$vDvV8nMjw_~%TbYskqsdXNy$@fLP_txnk;#V)=Y#}<H&G`Oa
z@KDMUU`o{w%|>8x)xy$Z?c0nwrw7KfO9Nt#%;@UzJzgUsjgD}!k4IT`n`<M?ur#M7
zfR61pg>M!)oGnP{-qh~Xtlv_V{oamQkK!sc8*-6e<Y(`5Emi{-hs3}BO35P`UbU?a
zBYFPI@JGkMEjuKM@RWn2A&vkNhxtj%yU9P;OyCWDTI44By?4h(dN+oPj4nLrD%49v
z%AY~r%dWRxH<VnqLgKkQaPT@&6O8@pW$F0Oux$>TdDKb2ffX@9fm!VVY)ezWlI_%X
z!3SSiqk4V>gk4ST>2YJ%K)}Uemb5?7>-yb%Py4S`dN}x?9&=>ND1T{zl%y-1qGWn2
zKK96*>}dahg`KVb-1OSJ#k7Vg`l4FT4;TT_8mNT2@;9Lk@}VIyjetbb+?I?k`-&9<
z*)2}Et*P5W=ERfn;=%Ne+Ip2+15ivUCJrT~qa{>x^_oLQ$pK5C17+g)2mnj7Kr5If
zco~w~7Zm8v5VG6H*O(XB^Wj^a7$1BMf}B|C5HGbj8UBNHhRDlYhUq1?d~92-%1F&o
zSczTg2WARMMVJJ)2RNd0rv3d`tapb>P#RYc&^)`lFqy-m6j^y~UJtP<yA=T?Ab5L*
zE<Dp#C7Zgfa{Dwy!LP#QuFsO@>-!UBb6DCCrFP?yoMN6e*=mZ8bINo|H4uJp0hs(X
zDP$C18C3HZy!4oX7rPhO1c$VmV;d<Nj9T^d@z!EPw<>%Y1<1O2feg8?e%vDpVY7-y
zP-D7kmHA6DSVrl}j#sluFeI%CV!UP+Eohu0xE;tfwBR2976dNlS8D`A6`FZ-w0set
z47GuwXd_}J2h@##uj}E-^;bdt1?e`=p+z4dM5OSbz@U35YA#}im7%*uoBbc#da^s$
zb6dayN)0L%>2HaX0|#U+NP$813jy1kAzPCle>0<g#;@RixZ8oQC97t+ylMZY4j@^N
z&`LloBwBr6TWJN1Ovcm$lEPlPbGjj#R)neHy9<soizYXSLJN%-_IKn};6X-AZj2+W
zY2WC_=9ARm^5Uum>t=H<3fnudLp)zbCxFtwWv;oDogH}*gp`L3W6jf_Tc3xU8v&|U
z>}?S>1TstBTng~bUrL#{ETF7{6_}$vMHm$+1g>^esrzn&FkzCEB*p9@V@DiS@@9ij
zzf(6-_0k6<?sUd0r!S9lRk-|4L^g|IUUmK=W}+un`k&oXdT{yGwYuO#8v1FLQM`*P
zpRI3tqP`$7tfEBtnm)TT9wjOwfvp4qQDyOkfGgj<fA=lqfu=$7KY2xZ?Wub}u465N
zcaST7i;5C3A3k|uvH@l+kJ)}S$0wMPocBQo*$=A~{Ng(XXkU7K6+TxB#PieQHeeG}
zWb$o{<G>IFb~m;D%;O_*c*F6!&@EfE$ZLTM{=`7QgpMB7iyThg4r)sp$fZKlfFP7T
z+~Ua`$COgh(hXPPhWI}ZHvb>Wy>A-TDp)>7N#{)}MyBvIU7PUb&}BG{1Yf`V=8)0H
zw-WI-SgZc&vsy<DTk{)|wOrA-xhedbHba@GuS7W?YLKtumw^BGQZ@UFQ8Vz=Tc<W|
zGHvls=dQ(^rp<<?zrjmGO`!HJdDzGD)zt)_wR-+9kay>)->Oz*b}#z3s~I#S&7FIV
zd}<K0c9UJ{$mQ~JDe*KA!Q%7p1xw}ZcCOu~nPRv`WOg_5w{u1G6Fs$m?#lVU=wxz~
zfIKBUzfz(z1Vq2n5+_>ZR!~jdB=shx(J*kA#O9>j>;sDm$m><+h$l5*+#~Lj@5#wq
z%~E&msltc(MI&7p6N22~2J&kCWDM@-MQLRc&D+%SBQS{v|98kQ-aAuvO7*JI-Pqvg
zcEY?!rSsuV;7fOR;6cF>w@+xRE1b3iA*L_3J2*!QeP%oX{qsUXgHC|KoK~w@wfJ6D
z9<BB=Ta$O${7?&}bB}@pBgw%4bUX@8;3UZS;p>c!I@gA>^8V3f#q7S#YHvvKG{4?2
zc8+ttiUxUYo8tXMMK)r|SYPdOz;CHTPxn7k*$CP1Q8ZzdlfA2(gl8dR$NLZ_e<!|I
zM-&yYX}~3}>jG*GLbR)V@ZS9g;r{6ab=3)Or>1Q#=xbL+CbfSZ%T}=x(>H=1+AB_?
zk>xP>ia6ueR$6L;rBJ#CyDg{kQdXL2XSfF7X{8C`eaaYG(+&QdGHH&{y+)e=4-|*W
zx8<z9-(a^iX!d4}M`4`dZy9KiEdGj;v7G@1Yw59VG+iA@IcAU$D`wYaV@>sq=y>pH
z@&Z>M|Mmy7VIG?|(5atiINQUmD!VBa;Y#q~=ypxl*4z3+Ody$TXOlc20^+7%MLpM`
z0POV-A3FB#wn#&$k|R)dZiCCWI`2IU_uf_!mO1r*mBHOg>pHPp^a&->?3?FzVQmb3
z{v+J2cwW=$+g+yvzK#%I55V&L$|%$3PeV7*OXsY^J!3>n#liIzV{G9&v;OxOOKsE)
zs0(>{TW0h);t+Z<?z4jurkDQ)@+R(lN4<Y$0ihf(*B$-Z*9$UGqiN&{lZiZxk=riD
zR8FNYss2_5U$<@H0xF2MG@fM6=U!y`63W_Njh+C%_x7!HZU)4)bkl4rV_ncRE=$b=
zPtLY75Os+49lDz17;Q9XB=Hi6!Uo)NeK_gytf3Cp={}KR-Lm573>_5wiE6=Wwj6bR
z;$%W}tc%68-e@uaq~DqZ0Y`rX2a9WjKR0(xo|J2bHtdO`MD6Qk>mgi_ss9EU@8BUI
z_H9)jFK%<Cfi(f@5?|hE<$<@-x55NOQ5h$Xu-4I(`GHN+*{l@4p)Us%)ZZ&;GABxU
z-IRWK#2Q~Qu@4mZ*(CHWs>-Cz8~=knb-@={QsSzp#z%W})Rl`J)CoDeqhYNEeJjF<
zqvMFv1j}-`U-MEhpFm;fW@enzeSK*JVZuDirQBSuz@(cG9UjeGOCu1GKEH&xhK8Sn
zSL?8T64vthsh!=OB;OGIC|lR_dNZ?k<33kijpprlPB|<Z_@YQGaguh8TgJ}*8d()8
z2KScJDm@K<6w;I<X~HdXbWW@?XtP|FF*%ZfTR<6*-+MO$3}n=aC0x-!%!&NbJ}`^h
zKj{?-T}qBaU|xe&@*P%ReF;G*6%{|-t=N+a8*0F8OBpPxbt`Ar<zkWB0PrvO=Q$wU
zV{?$vGRin3s{848Ft{phaskobox5e_bC2fI#Xw74>)3Bv{zU7>`GE!`@21tUKXVqW
z(>bH@ckgvzkcwB?2>(}|2WtcG#f)*As?c2GNC&HZqXiic^dqIBq%_>^YOyn0x7Y!a
z@d=f7p6dQY0-`&ETGbY`{8QxYwhyp>bijWg<tt(k_L?*f$XELyHdkfK>XVeVB^<RA
zHA`?~{U}N<`3xD@@X6N~oDj!v5u`?X{&LUZSv=(}K^zX1f{sia4yULl1}0N*G=!id
zxM3vr_=J|cubpbcms&Oxb>PeJD#!n+4~Tv)uAG(AysWR~?94N54ZFc}CkXnLJty#;
zTTwmYyF9HnX0N47zW@BLAU<UJNQ4RH5fb#Ui_m1OMru2K>hsPTJ*@vrE7#LV<xAW>
zW@vA(H{{5dF(KujClRqvpm^F*CF@-N2UvgNq^4dp*v-RhX9+bD5C2c#GkUG8Pr>o9
zx;{Xg2??o~p!I5}1WHAssd!oTKPLWICH0xYO-+h6G9L$%z+|AiexIVvhN3?alm|oU
z$UIP<@;F!m<<(-|*g@q6U>w4>uRnRPR&HV{ln`!FJK{od9_d;@jU*%MPTDYdtWCZ^
z%ha(DP2cXP!<_*$I{%}+4`tKIgL+)n^NDlm_~x&sW}hZL;U0i`!+?nV2s@X~W+S4d
zaos|jR`3DTIh{kiR4SzlKCU>m`A{hRTcap#Y=k_FoS~lTuI%#)JgA|zZ&M{d-7+ft
z+d_`gUdX#Mcn&SlRb+GFwoiT@zYQ?*!ZHAqHZlK`5AE%S0_1A{y$i%TyTieTB{&G-
zK4m}9IrcoH<vqKs`TE>jYVUdJHY5L9T7lCTxvo?&mQjr2@C5Df1*5B6Y8XdKdu9^y
zti-E}REdq5MW^+Ah*_t&%mlJ>uyI)*%77mSCUBQ-gQ*L8Izj8o`J?N4df@o>ZuNkc
z<x40gHFk*m=K`a-fQ#IthgCPV4E65bskYQz%#C7=$)^QUOP`sx-2GM<izuWxD3aKB
zd6mfs))HAG+EX#eAARvkff5mi1`ipT4XJo-8u`R`17(Xw^hPmA*>OE1hJWK;-fD%r
z=joh5JZ0G^L9bFqCLp7)Nm(ZtKv?CNfZ3jXcDLe9lU&yEhmPfR^VIK4yo``BH(=tN
zS1|=FWSc=r`+ppsLwpPR|3uOKAHwE;hT;AHv49P403j*or8^HH(x=V&jAa_D^w)^s
zOBF2Ai~mmksXmqHbD;CeuIbB&-9YDeB0W-u@VW8KOT-(nr!+!tw}`M0^~-@bfbN-D
z`&opi{LxSAX(>I9FA4b@h!`q5_UAv7mQO#PXX<Q$yRh0`4fKy6M(%yxb&#cFekvSS
z^cMmyHA2?8aJ>h`R$>Cb`QXY;KK9_>ww|W!X}E<Gm=<dNiddY>gmPvAG&GuQqUCzJ
zFSmbJZSNu->3&;hJNeIn*hxigf1>LX`1cnh^ufACXBJZ^8Y9&LHJjt_S7L#hCCv{F
zChcUwB_MaBQuCd$nEjf;fd>)KLcD3JPs_V}1#DtS9beKCkJiubj`y*K+w~lm;$x?=
zhegbG9K$o|M$D6_4skNB5|~YffW4i@;8PbNI|l)`FE~U}JIJiWgy!`Ryj5u?ruI?b
z@}DNr!)RgNqb;69SKH`GH`{8a(u@d6a7`mC;xBfyO&Bb@WvRT&CgQi3l-=)ze9V}x
zgUdqAz7BuZ3{ji!e`N%LE5F*fhdeMJl0pPLvXi^^7_sy6ke&p3Py5_RTH&aS$6y?C
zeWnbh>5=D_BNAt5+aBh$yaXqJei_{7zZjbUFUqBE32r3;p!y~|=X*ob9bfR8K6as@
zB*c;e!v7#igYe0fKWjnH#?Ad3BuCL}oVLk&K~>kNZetAgv3|2MHDDztny#qCPxAsI
z1ege)Zoje=DNPkBUEfwyeNNT{Pi2+J_4)N*cPVRyAK$F)E_aurOla(#5od`A7{tHw
zt4gMt9+;m%el5cveJ!y3vzLA+kcR#iJQ<(Cj{Ga#i>o!6{`*0!=TpcnfD!Hi^;`14
z1Z<QC`-5FC=-NRJq%4=n6dtZD0bXj_h_CPSn}zQulI-uy+OGy<Lbt~O=aYUaonT#k
zFV82aXYgjLBT#c8C0?O1GDJ`lt;QHoE7#=<_HZh7gXkbcq1ZUI{~%`#D1-iblY7#O
zx211ZMr`$zyR>1{2J$eHOkkN*U^0(FVIY4h=z>?SpBV`@pE#9sbmJqkoJV|!=IVVi
z|MtR@2^d%rdMp#14njw$73TM<`M<b(&#<PtU|}?Lq)HR%Dk9QBdJSShnkY&~A|N6l
zAiafzjvz&;0zyCpM0)Rpj?#OF(2KOtLLlvnuczGm+;g7q-1D9L=k6Z~WbeJ!%vv+E
zrmZzfgmit<ysa`t@prLOOakJ=p;vpyCidd6q@8t1abn`9<R9SmS?&%Fy~~li3=+W)
z3}zqv$=~&1BUeh&e^J5ClQxt7fp)%1llsFVGx~+AC@~r1-2wQD?!7)j@X#%Oe^|pE
zm<_`JzK73qi!9@~lAHVvWgS<hkSbp0jWSoR#=if9*}HUd$!H8y&)2Ut1GB^Btsl4E
zeJdH{<heaU&YK-n#qV7e)fekAT8Y1(_-(W;A~Q*Iu(-7B7#DA(9^biA@hl_U;e+EV
z{B3bbW~Pik^Hs<{j0XGd98YLBkE@BvwnUY5@rV?`MB^y>d9#1l^RiR3a)onb=Zk%@
z4TZBy`iEu;J-)g9fMFvzk55pTUhdh6*7GN~OnL?UbB)x0*uD7m*`Lv_)yvV;?#_nQ
zTuxEo4FCA#>!{!Eq2KnWNW^)Iu3f1jO|DyGW;lm!P}2w9i}*806XfEVZpv}Z+X_`N
z$U-T^<fh^VAY#tC@-;)IQca77yh1ERG?T$}x0XT$o1|uh4dnAjA?T8^4OIY~^I2>w
z%-E5lY=|J)I_sc#Jl6B}@%a1l!20N2O{xIt2Ljtv@8s_;abb08>P`%1-;NwmylowJ
z{)b$fuc^a%TG-=KX|(>#RvEwg4)x5ZY}_Bd`9H|O{trZd(9}o3BUl)i!XmiiXiPD@
zI>U!{K)$ci<>ltYhSATA+W6>n?25H(+ozfDk260SSbR_yOJktuO<B!V9av|dFGwv|
zi#}85miYC)(yR8~Adf}KndkX@GoA5y*$_RA*}m)Z38+OsyQj0=Ooyt+x0TFOQ9+#~
zj!AZd<eN&;VmD@mprnOtK^7lsZoz%GuRqBJQBK%c>^&p3|NPn5ColQPUyaNCZ9p+3
zpb~FM)9&_lFv`iWth`A5Z%TB(QiAlLhs?WoHyv(#U6}nn7#u;X7=PXS^@vAKCeeDd
zR7ecIr&H*3j+!bXUHOd)mgn(mU8vvku>AhRo6m{D@5a@(f>$!x^9wXVO$WQTv*!iY
z%px^oCz5EMcD=chc4rUf+%AsFr^n>SyC(7)s-=Y8*aQWsL|AN}KRSQD0Q~I&4PQPK
z>s{k1Fg>^evuW4%VZ+dMXoQc5U8AIkc!+Tr7d!OH|HN3beC+v8`uD}Ltbm+p5R(=s
zhquG^kzJ35lozMIsp5Iia)}%WgLBN-_ZkQAOQ*rGNx@x9^E*aAoz34DtzOp@-W_=D
zW`}#FBs)k?UK5u%$8ep_acIi@ktl_y+aTOdOk3e`_`n010IpQ4v6)pc(+%+m39F15
z*HOf*VzZy<@o+VY0|Yg4lK1KZ-3~r|+hu>*sUWlM=o_eK($#k~*s{50$f@h;9&M=K
zX-4mzZy&$SmTWR4zqp1m2+CdDPhh)xxYS)ix`}Dqbz4C{dNUd7)}4}exOUf!Ma{TT
z*{X-8M_%82)7sf(F*T}Gcwk%z&gS)6p~TI=A#<0Qp~;rIzGFgyzXmr|7HVA(`J3OZ
zC3l)r)M}_@f-D(m>@FkC=&gX-g_I`J3?$6oolhbrmTKp-7X{j=8asSAg8vSi^$TQs
zH1I&U7h)oBTv<KQ9-NRK#~LR&By06-9~|w&`qTYdM~a54O|=DcnsouuAsHwqaTXr&
z%EVz`^UMvLdKPC-A<jT%@iQGLn&I7<ciHliFUlc&FfrLBgzak5w`Z0f-=tS#q@4P`
zFPJP|&421NaTK}QvGA~XT=Y=+shz`J%U_o94kJk%XGSgW7VR^Vn0KtMKIpxf)M&v?
zDNT!ycBTlwyf5eD;^1|m9w`5HSYbs(c5j61Smkke%w~G6rtLHsrGRKi51O)KZM`z#
z{Y`CVT-nfJ`@)0j^Vjmlj-3qh`nWnT{+jq`xhg4AGm?;-ZT2@pK#dYE6eVW#*UMSr
zCa-%7e)70&^3*)MH$KGt%DAqM=U|fAO7`5xpje}y^%Yf-F*k2rqQ(^2F}v9+EQ;Po
z?0K27r{qnQH81OleWw>iJ?1fwa8v#=M^i6DMO&jY@_F=Nuc$;sby_X%$(io^mpu||
zmgbhKSCQ1G;^yobvCcZx?YFtYnoUnB*jZ9J-bf{qZTdp*aNoTZKfb0KPA4L`#P^z_
z#yzt5y9h<Ia|bdgh6lVY8LT}-6&9a6Znu5yM|CJM2;}bXsxQ2@^tCN`+jdvZ7ZlF^
zn`7vzQR~Nh({DBEzc|2#)#t!ha*C(!?!7E!-SFW5y2o2DrPSfM^;7hxQsG8n>YXC)
z-#ipOm81*3@hp^g9Ku2<=P!Ah6ac25_K@(%vtM?zn&6kYsYN^Qk#~JGl=r$jN45))
z{+{qwv&$xnd7375gxOfC>F)GBW3V9TiL^`ms50F(lGg(gsBE|Ji665R{7Dw`<08Ix
z?vCQ`M2}1th{0UjAIv;zw3d3gBGzhp4G+VUtSA_&HbW>ppMo3dV0#g@cM7ZXau>Gy
zbP-bwW<gs%dG!+8#Sn^m@pprgNy#l3PNJS7Q=4#q!K(T+Gz|CRyG5Xmlt>@O=15Hh
z3HGE{1xnaZGz=_Q-})HjaLH4mwoq=nqX-bKJC!0oCn?@iG#N+p2GL5>uV9oc<r{aJ
zTFVeKBvVUo<D27uH@?J%;#FXXD~VL{C98buhmT};r}a};NyXl?-n@7BG~iRIHJYFu
zh$om?cD^v4)_Cn>^u5nPYG2#EaW{aK_Bd7+^2{XIXdx*!IN`46Y8KmP?Lo>Y!4+Tk
zvzH{{j7=)wt&Dg6=N9)^hx7|i!Pj_>*fBgp3za!<ZmrF##k*#+JqmA9*4QR)voH<c
zH?7O_EA|&0(UqC4i%%m;UhB8E-8p`h+0oAmB&S8WF<e~SC)8mU+|Mab!n=g^a)mT#
z>wYHrzRjyMMNCo_3Q~q9r}InCv&q+Pa*J?O2gq4=C0ebw-u#;%&Sfy!KGb($RM@no
zJ)kM_)yK$uA&qR-Er(`vTHw=x+AovVCm&nxWUk{1%0Rabhth)qWK|rp;={i#VI7K%
zRDo=B)8*c&h-*#OrO$3#Zx~9`t0sT6+oZ16_RCM7t1KzX@|5metrKjN&`v=awW@zM
zJ%9J~eK0hV)_+o=Bzv;qmo!}-B0VbngW!`ZMtdD&J=%LUgOct;7p>y??Crr%6pS%2
z$|$dN9?0ynFMUyKr3o>kqi^At-LR+TT@vv|TK&Px>@S7M7*&-8e?P-od2fFD@`Ltk
z@{f-(GsGPMVs@&(BJejJF=uIh*Z=X7sCiAO=<cdl(OwK$?4s|F`!nTqlm1eC`$3nl
zinJwow3EI?qI8lbutTn(X>~gKpda-hLeqq#XtOe{_Wp0#a(hx2VXTfsNlj9GyAO%k
z;{zk-+6B=Gw=r%84io7RBX!vuNVOZyZIirj+StDI`cTcVF(Ad4w!B>SQl6vVP@HV+
zFxTB>M$x>WIafU3bvM^@rYPH9eLhD%%aEi3QWUCskR6S`z1i@V<nHsWPzmZr`torV
zGm6c7ZgK{8#dql&CKWo(i$6?kJf)jgaIF7PKuQPUNL%KlqQ6Fd>r3joUSVyEL`UyL
zPYo$E-HO3=c<Vz0cG;6;_1vyY6w}+D1$cQCF~uB@Vq!9+JYUg7h^^dSxv-7lXZh!k
z-$odUywskhSn4M6F{Up2e!?oxC;PB-u$-3UYW9u#N%@oI4pWGd7|_{V<mHY2BH+m!
z|GHWAi@APH9tWpXl|OMe$@^)~Y3Vd>9LJsp<XTnsNhaefp7&{1N@j)EidLHO*}NGp
zD510%Y|Sh0uwU`9Yf<@7{KjZ0g5d;76UQSoK$G=ZnUa<UhOWu{o}u$bTOFm!TO_49
zOx*f&n*E!ltvoQhIu1kJP_@BT94JVr7Pd3eFOzDQq+VjmNL^X!ewpBRaa#m1kT~nW
zkwCut<<W1gJh;64mDZ_*Rj-M{RrG?&l_zl~xaPl!&}n1nAJ5-6w&hG*p4pLPv<c#N
z-(Zvc`h(G~%vr?Jx{7qT?7Q&+a%VO%`*C(4li~ZPz1b$3M#Bzo&q%G6Z*)?SZkOpl
zxf5ulewxrhQK<1e^A5R{THK@^Zy9Nr>P%L@Zf>$0E{<~LTT@*6htFUghu7K5r4o$^
zX+wGl2`$Nuv`<c#Q3>=`6qg1{uB*IQ9VZ=p_%w?F*da}~V0K%%lfrtZa(@>ByIVd`
zmiuQb-TD>gynX76{&I)ZW4HG_l=XM7uj&s-*$TeX>mZkQx*u-%BAx$L!hP|Nube2}
z?#J2}^}c^9*vw!Nbo{K6w0QR6J12(VN;ktG&BzxI*4<~69IY*`F|rw;+S*C3dJOs2
z91V-z9i!`@+QoL{|0*7OERyrsQDj*EYH@4yq6e9s_)YI6!J&8by6Fbw)wBA=KS^jC
z>1^_<8GXDv-prnO>nXpQ|9%S`TTmc0b>aZplgjk4tFet6p1SA*op-*WV9l>QQGKNA
z$H*B);RN1zee~*@<*l6*UyAw_;gMx#wAx@Mm&!tdW<+UcH{`7&ub7KhYT<i@lILo-
zL;}SE%gx(YNXhhKgd)dN?l+fgA50symiADr(VqB+er6lyXP-Xi8>1m6yr-7QyL`49
zR;J54d42bH(vA6Om@Mb?H7<oLE+cz4r((b>I%{94tqIARX(PL{>Zq&{b!gZuftcv~
z@d}sBDW89zhUMKv2~x@jDvm~nAkBiizbBMq=z;R=MQ`>p{nRmi)_iIHrgQXM8kU}k
z<*z||k*&9{Gz?cVRkuZKJZ{Dm7zsq!nZRjlfXihn&tLmT*iMhqJet<1sE|K3ebP%`
zqO>W>8+x7+@?`iSho*xdF$<C^;r3KT4Qa=IN%H8Ehi{*s9xk!Pp044^V(-7sr~Unr
zo31eFuH9kA$CVk!!1GCd$1Q8UJ33QrSz1#+Xx_dYkg^yEmJHMzxJp?j`RJ*`)EdV=
zf00HY+>68LaXoXkaaqjbrJ)PAuQwQ4gu)%m^{&$D!g*~-v_!$=q>YNFd-s_hc9^JF
zlOn-H+nBeH!Im}A0z<kmzl+#kjEI#DN^NSX3k<g<hB9t7Uv>|(g>u?_3IbcULL^Wr
zc@tXW)75fS5H}AW1ChXyWp{Tn&*bA=8Tmm0CByMrGU3e0yVjnKrTMci6lIPyB|fs)
z*cd0`{;lPOYD#UPdTY|y=YrgG1L55yp5pZG2e(!G#p#gr-ffb1mH1!Y(22WjWOY?d
zp@#gl4dnd#UJY>@CCK)i4@n(nD`-$#SbaR;K#@mykW=0EkkQ=+>yh41PM0yE_)4^_
zq2wZ`tcP~QYJy%t@~YJ0^F?0yj;m7R`8T3}mQ}M|ZSqC%zCTq@`q-EwO4s21^$Q7o
z-pJO@cC=Pvvz(E-zD=X;Z5y^9dJo<6WL>KS%t<^*T+KH598<Cv<SaNsHjer&<<xg7
zNsml+wWU8yNF&1s6e@g+{a@a@>c;HmXyT`7<tZxZ8-Do0XyJ2sbjNoV%|s)PeOY(X
ze3`rcnD$i8c*)!v{82+EMb?RajtDV&33HKaJ%6_89Y1NL?$^?QA5JK}_nrOABZo~G
z8*c<9UwI^}ybA?uLyC0(utAoupw0Vax4y<i^O*ETe0D)f4e1qEk{PIFE83<u^|)i4
zdV=Pq4z-l&Tej=38CqhW8mYH$N&0w}t*f#JFKyp3C;3pPenuW2DB@|HE;gfPJ0RP_
z!0^sUKK({NYuFQs`4?W&>O~29{Vc6_<gbm>65BqHG$MxV*hMFa>DaZm)4v%>?LViv
zQ7t)6d%({{E917@jD4Lkz$zA^`RJ_QW@hheM{hzfzTISG*;#pWQ=_H%UckdGMSr+o
zZYRUg>yIlchN}yOJ*l_5DI9VsmH58=QWOve7+Q1Px^YKT)JyT9g?e9!V#h+xGy^>9
z*tkoBr~T8ikn___b-Q${I%YcgB`w+G;XVo%VB(|aF)hn-c>{lPz%Awz214qTIT#X?
zN^J9+*0d!m7AI|&U-CBerfL2Zj|4AVDhdqXFm2U19ISTe;}uhizGp*?TO}h+p`Ntr
zqWR*yUoJF&eiCbRn5|wGp1Mj)cg3gX_{sI_S^c(FnR68?32lJ(H6~6Clh6iXs)311
zqrG%g+~0H)t+Y}-gt^=3sLBK4MP9c*V5)qTvRny%m!XsBNa-D#O@2=vl%l9nbUDiu
zJ^+zT25(tnWS-hFA9pKi>=rSQ2S4j8gksy%!QT{34j&!d?C&yRMJEwYvnAOBdJKeR
z%olkFq_Vf}lwizD<gb*Kks?LdJ`W{?3njX@>~Yr?53q)<L`nK~q|!7>AHMlCMGPQC
zkE+BRJ=ES-^BiK}NA__#PbQc~?Oi2%XL6HP1dw2PA(87hKBN;_?2BS~>YEw;mItYH
z;bQsHAqM|UqKee{i;z;p_2*-{BOAA{vx&5g#%0lk!~99bfPTk;!Aicof-%wwIr?IC
zO1mfx%6EBhMtakMnQX22Z}ri?AARe#&2h$>egU5ai2a!U@oEj>Zq?7ZK|OI&p@X(j
z>THK(y+RkT2XmZCy{@C0iu89yiCQ>ZY5D{<-^R??U45On-n3DHrn?U4n@frMfE1CI
zED-<xz}B;ZCA0T+R9?rvj7le+?)+$RpcAvMTo7BC1iyu5rq8zakZ&berqC~RDT3{R
z@5Kyvi$|Ei=eU7~^B?B~;3^@{A-88c#ZY~9lA+9jy25mptd<$S0%r_~%Z+4o*?17w
zug)d*Pu=g9Lpi#+DpS8+U48eGtKHS%J{KfKUbw@dy9a}r#ag~>S{XL|>s6BE2%6fc
z?MPtzFnEjf&rd;z)J+d}sAG(;DSh~#c02uXVl6%)g^B@jOE?6vEGJsf<q+skU<Ab`
za`Lrj<3uq#L(ubQ_`O;+2=chOdIdo|6X5so2MJ?_MSr^m%%shMK2#ot>+7>{9B<xI
z_;Vt`5}sLM1Ahj8rw<n;tfvdE{|xDIffG(jr@~#4m@~+WS?E!UOYh3>My$RH73jwY
z9)0jH)Y$nM6sGEf(%YMX;x@b&YbywrnP|?$e{r?ly73O1ehR~43D~DvW0=(%<RaPb
zv_CX0;9yFhAoHsl4=FoCnZpQ=jk?5$6(njQ@&p%uIJnhcb%%i7$%lUVsq_VUylBox
z(6MC8w};kV6cWHo5G>2t1#mDaZrxlrUS28X?*LO?!Zuq#hC1N2c{B$y+646E1^m?<
z)Pb<4zkUFzMHM^nP$n?!Dnd~QKmxk0v;|iQCNF9Qsz8u<d1!Dq0Xsu=0LE5Axe$jZ
zwGz;b089`vcXSs1vjtOr2FF>!Q7iiE`Ns#~-HH7>A8BXr{yogWh8gW&A9^d$Kd&()
z3JygYi7P`Kix)1<p2LnA7bSLhAl$S?&?nCa(e83*D19iDSOfX(stX1_=*P#6P03T7
zzKuI7F7gt(>gr?F=^CTU&?v;i|A&g^<w>C-45$zgG(Q~x7<MYfV^?cc3FnKYp->P8
zm0r#x0bRo%?|I{qF(aEHMy)TOWOBb8QyrxEKx*<;c7R;HgrVPlCh&nY&Dmc0Q{Tux
zu@?FJS-7^4ID|Q7u5|*B?-4}2R$PXvpwWUr)oH%`h2(D%o9J5TX|cVwK5?aX{6)3@
zV-LN9+H@g2zx@Vbl_Mc$MiTJmrOKz8f7-kM@+~QpU~|~$GV6f$l$<%2C#;G=@V}Nw
zKBz*A1B`E{6Fr$Ek4h{E`XX?yDgJT1&azgIjK=mEb=z>OWN+C|hP@kqdFB&2z5)et
zhG4?Bo7~Prl3d~(CGhk6tdsaNvf3GG8>I<!t}(iH-XG4SrzdX`1ohd)ogYYjGZ)o_
zT=?{FAwkFO{s(wIck<;2D7gK|vWt`w7XM6u(y5=qiRBO5yl*8Z&s4>3uYyXxSB9*G
zR=aE<a6?pRM`D%KrsH!e-^!S>W}gE%<P<G<02y<kSnLfbb3^LXaq1p$`{!-Jrrdz8
z2LUtQr6_L#zU9udlN7k{i0+7*%1P26Dtxy|ou&Dv=^ZkoPs#TEU%IqR1DFP-Jbc9d
zj|aJ_oBStDQ#WH=#pA!^^H+cnLHqAUB!Nmn48Xm23NIG7Ltk3buV@Z&*!~OuIY+41
zCeb$X;3p>c=41CY{&wOW4Tz;yDIewOW3!F;3!`%c5yrV?UGMAv(48LX!a!gLi>#2x
z!a%e^$zRZx3@_jAYGQDC{)QtL3hD~jO8X1?JHbmHUi_9l<Kv0^pZRs(3BoShM*V3P
zNpoq~WQnakSLdIx-&Z1uqMbh#ynp@=aW`p`%4lvGj^;Z4>)i@cZ``G)_<wpUjRoMm
z&=cjkB7g77k#JKCD`|LRIG*nRw@2zf8|peZ`HxF{SjzrAdN%<xz6-n&nXn>}RnF4X
zjn~K?3;rUX-_ceN6C_GWOO{rqAgE!}6y0~^pXP!vI_hh!H1Ae$6zT%R2Z&7TNV-Cd
zZt{z~E8PLGW&U|YH%sLH{A1|X;rgM=-*^9c&0jaGn!_U}xk>rPybaBBkAG+rcQY%7
z;!VvKt_bklf%wb5;-3*arcv+u({(0GmZHX46X}yfBHz_*l5d@n{@Z_3<Xg2JXBUUh
zmjB$FB7eh^?T<qj`~%`YbpPKauK#Svu93Q24tn@jU_;SI&g4cp@)JKt`Y1slM^Ec_
z2Klq{f^ot0Ugq(kdRc|dr&T2EXo$3<3g6?tebmi@L-Se)6OOzu{r60rPemhopX$IL
ze{M%WrW0=OV61k&)?rG4FhZBPdyuypHZH_{OzPraD3^t)teVu|%(og>^xS9n5rnl6
zC{nF&KKw0*&1dT|kR}nd<TOYQy7**XPHM2p{n)?TrH4lZK2QxaoEsW3I<Z{xTmr4q
zLhs1Ec(WwO-Hf&}c}M_3(pMQ!lXni_wl$=CK&<}IJP_A_c3N$`kwRU^GFNRim2LBP
z93-Oyo7p}-n^5z-#dpm9TVR-`GsNFiA61xq(=aTq$seYdzg8aT_Sov+6aVo8L%nRm
z9z-@HnnL6r7Zmr_x3C7M|5{|&ObgqdAS8V6(*;rNZk`c}7hzE?|013~lM{WB?bZ1s
zNj=!}%FbEM$Zq2x;-(%TH{M~N{Qy#6mdnSmxdB1#rx0BF+ehvH0yeC<q-1o>fRJ65
za<W;uSS|5m!MvJulW@8ZB&-<c79OF1z7S%iBbOvZKVdh+DO!8@UpT+y?vkGoz`6zI
z8!rV~etzLvq`tQV#j6~`qh3*z9R3u#L}Y~ft?Ek+M5{!c8)^s`>fbXXIilvs<Z=2N
zm(6UgChk_<nIle(<2u<r543U=L*Y;m{-3)g4*<o1{+o`zs5~tEwtj1Qh7f1mRl)VE
zMS-WfPsPj=2AF>1bDv`N=Tr!I^WzV5hyZg;iGZC>rqBh~XQ5eZ=?B29)UTXYv;T-s
zU0q^x%lTGydlD)UebWSo{y~~)tb=af=qsaZ1U@*L3jOOd%4HvP+{^t8J29>Nl=wl0
zo|pzz?Tk_WLFHdW<Nvr2`TteZ&grcLs!uv<_5aa%VE<Ynl2|uU?%xYn{!?!8|4{@{
z`ft_6|I&eA#5$P&b|9D(u^i<8`GH{f?>+xp^zi?392jAmun%Ck`^v@I7Vru{yhsRh
zfO`Paf4j)YNXf`4$;rvc$f+nO$tf>UU%GUOnwpx1mVu6jhMtC+n(i_kJp&`-WyVW%
zOw3G-%*4ML|1?5EMtq0(7CAW;BMmhT@z?*C7oiovL=EsG$si+P0+2G1kTH=EIstq{
z7%52px&FZW=OQ73NI^+OeTjya_(1h#04cF=QgSj13UYGd-2mc!067x{^L44alq^rJ
zsBXBj-U<4YP0g=S-o|Dyg1jkh?G}8A<_h~&4o-nvg13c)Wn|^#6%>{3-GA^<^O2VJ
zv*(6J#wMm_Hm_`7+r6=OaQE=^^7ird3keMik9Z#$6`zopl$`Q8HSKH8x7@t^?*%_9
zDyyn%YU}D7+B-VCx_f^9>Kz>$pO~DQo|#=<SzTM-*xcIweRy<ya*8@bpI`jJiv&RS
z7cJuFe~1@x5J*UgGeMjPB3>k<-hU8hBB!`6Mag{kDV3Eg%Z)oh)T|nxvdh~p@k<*Z
z*{t10Xs+CpSr$0_gW5ls{nro+{%>LSZ;1UnUb6r?G7{qCkud>)030@pG>`^x8}PsR
zx<($&ETS~L>CpMmAU2*Snm6fN%AHDKNgV?-N>;!V5_Jl||LhmZq1_$@#=ss*%YhYK
z7O0&7J5UNNT)RAN*92RHqDY2{1L7Fob?MG1#d}3zy^mis>ks*KL~pNqvT>UAZQ>C7
zEt`4xK}+Bvs1qK}X&2dK>&R_ZG^Sf9<Lc|^&RKuy+T)pS;F9c$-HaW|>&EjdzY#G_
zGY9WB>_q42eh>iWaDnLy&ZdOz|I+yU7l!cPA0bm^^^K6S@xIqkk+*6f!X!oje6wC#
z1zNed=Wp)RAA$BX56>a&Z=}#J9n$>hW21X(UtBP(svA9L1VH`1YT-_uIe(_3@tmPi
zFaZ#<QBpOvzYlg{Kh*xYjiH8e>=6L*wIju;=XOh~eENs%k^8a|9KS2geH{95^2Xyg
z1CEtkFp;=3?{ksUT@T(XA95p%3&&~${LBy&LmhYe#Z>y3_FRX~q|hz)xz(AdX&eZb
z1`%|Cv&axjJUm#Y_5f0DS9aNcy{U(<AlG&3aSCz4oq?h@&plOm9@X`wm4Z6ff7l&Z
zh-DfN*lQWY6i9@)s5y=Lm*h{%F7sKll3XRxd`vHH7ohd@IqLE|l5VPE<%j-Zn_}Sr
zjJx2CFrQ|VjP299=zhSt8mL(Lmbm@UF8*eb>(7nshtl(IZsD!@Dw(%kqvfdU_1#2i
zs@X0>dO>4!G~T-4s+5!N?_QV=8TSXQtJ;19z~`)eh1Wwhw=4V-gbe(kpK+b2E)nzB
z<{!2?Z~Mz{Kbaq4%y|2&#SFZ<#vbke1SZ+SWS{t-(K1ypj2-?KF*COWjQWZMb?Lt+
zdw9q-Conr(li{s~w!oI~D)f5tR*`J*A&+6xF#HD@C|U?k0IbT8pyY$Vp38BOYL|zb
z+?Se7WhH2L<W@Gij|4<Edrq9+kX8M|gGZ$w_}JC>uuMp&%{a&{bd(r-JF23G*79e(
z7N*DPefH%met`27Edn6;6TbUmGAIAdg>hH5YXL%^r?`n}>kPB@31NK=*He(iSS!o(
za7t^en%?L_U%0!My*`ylKb+zy;71t}WDizl6D3Fhd>!D!)3^`-=mCHqs2w<`jB-Km
ztQ;=shryXx%nvnYfB894!n`T1bX@|D9!6pzRV1eY09KL#bV{e0d}xzu3A)g-;mQSX
zoW1PcLiYk*S1Q}vrHujrentQ=D&isufUQbRBDm=U0A5<1PZN9veU8jW1rK`ynX$JH
zfvClp{DpMo^st&tL|^*LfX|;UpSY^?&Zu+SMT4K^qD4B=rlMpcYwRza8i#J<kv#Au
zm+*Fd$x?0=_ESfE1f^Zt@UODbPGhuTG2Ej;a31^MP$JUPh3(f0JlgVhf>&{orD}4D
ziy+Z;vg$zqSd&k~4jPR2IXvu_zuyzfsy4^%mBLRTn#Xyz9|}{g1!6nlzOx9o53_x?
z6TG0Tk|crMr;gqU=5P8}?6GkzKQp|bwU%AlZf(m8!mu792SU=Ea2Ck2$RANLF3Y7K
zHcFb#_Kty`c$&p6zn=CXibb@4N5vaIy2(eAvv1*kGJ8XZ&KOMN1{^Se%j05^H(Z2D
zh)<b`F>dz<moVq?%DSC82xA-1?6GDC0R#a5OyQ7fSr#>Im~OL%L(TgqkEiVV5iC%L
zxG)g?T4viRa4*A6x)P(TrDpZ;#2XWdPP-7T43jbq-gsJZe0~By=M&6uh42Y_C6{il
z<EG}3KpMyd;&PMC$_u%@w<==GaS`@zFvrFz7mb0Nz;6D<!vpA<LG!!|tu5L?e|o}G
z5Pzi_r{)BcPCi@&a@{N^R!YI&Zoz#e79y;}<>SdU+BsVI?ejqU-8aDyElcL*w~IAZ
z1$ar^s{qi&YW#8v<{^I)0TAwT6uE23b9g0gC4;xe0*O13_tRUsB)0!jQS0&v|4}I;
zOL!(*T{EZZuDH_GY99gs6r|aeDKZRZ|GMB4(m5M!x`mq4oiY$9i*uz>TN-kG$VIDS
zuB}wQayZ;p2;V`9Z_T2TR_KL0%txwO>qcFyO|$CX+rGLt9OWr_1Q+3U{cQdM*nd25
zZxz<wETIwCnSz(B{&3H~r%b0kp4@lrKyZHN1?!#O%26gPy#MIXcb_Kq012_YzetB3
zLXP#+mVQG&>z0$BEwbN`{boMV?zj7r-cm%k@UG=InNtGbmVJ_)iOLJ*ZV=3S&BF)+
zL?-8~H0!i+Ldxkfh06jh=1nM^4ttKkJ^WX3D-h2i?wbWYY35wZ$J_#DC6{)N34j~Q
zAU?GCL6;vaSnTw>dDoT8AJQ{`jt8;8gbfuB;!7TxWSj**N-TGdKpVQ{zMf*-)h8+E
zy#AgTJ?!PmhRp8O6^bw3l0T8ZID(;{#=c{certwTDi-sjd$2>o`Rr?T0X+KcP;BI`
z8pk1T+{yx%{vl<UKhH*j|JC@#-{P^bHRB}9kbH4dXaBml`qi2bu(Ht%1+jUO|Cy2i
zWPvYL0?B*cw{ZIKuX?38Q=EnF52hAqah_H*cuXJcCL9s~PFrN>RauPN#(3(n!$LeW
zG!!p|7Wy$Cx5r4ifP?GB%%xN`cza*kO*jCerk_ylss2$ZsE%g{0E%2<#<w55LqG7s
z5b?`8ZiU`jVGeHw+~5010JN$QSH+-Q0N9lPAg@D95CF6`sPD+Z@&dC<P4Y`VAj?K(
ziJx}*@iV{!Ob!7srv$(kK==uOUn++OxF8Am$-QAJq^mk#0Rl-BQ|BroE|@E_e47*i
zsNpyffC&630dV93<R$=ipG*({C&}6XJogsa#T%kb6DBs(jD17^l>gAj2?PfMZEuqu
zkD;~?zisEBb(Uj4HJ5tM1-ZI&2UyCy{6v%$WJHKplg_~OcgKoVM)n@}5dfqHai=*z
zi9<mS2N|R!`o|&xfZ7QGO^hHlyJm{3aLzq#W*+Y^>_VLqbYqEKtv3%L8lV{b0RaFO
zfP6@7*A6|bAOKPjiRL;;#DjwK*B;}-9pVukkBQjaF~DN`<HF4tB32|g-f+4^Rr|;s
z&~t@hUX14h@(6%ad;A=(w`ikSSB?Sv<7j)w!#43*te{+MgE9fIEs76%TO{T&r|ige
z+ek#@mC4sIh3AG#BxvK~`JKmx85ab=C!E&fXdBiKUyxec<Ky3FRVL)c#rNkjg$_Zh
zaY1T~roM~(<M-2w3ey94M{4JX4l2>laFt#DrnmGXS2!~Vqdg8hH@Bye(t|g$Kix}b
z5qA+YChi5=!giq}FdEnw=qYdUkmb6PU9f_CjJzge>gChp%~k?nMdW0@G`#Hmd6L#F
z4ly)v24wHAtCU*dLxHtx&kUO~e~VO~s<};gB##>ZYMdy()xvkw-4==mVU7ZZFslIp
z{y)AIvx1W><k%T+eZw8BPZ0pxCsRlf`zs9|wOY9H0zD_&9eXEK<TnDqRZV-e>2UhC
zT#ic`baVcTs)~T`(RhmRiOUgC7Xp9`0jZjdmt9x%j9VA4WxB|8!jXyc37c^T-`;5c
z^fz8tJY(J%Dc)UuUyEyGpZkf63rCv^mFi?XL1ltR<Ddt8;5QfIDcSa34G-gN+455C
zuSRjbVYhx5QpSd46ArLifaO2=R@VEo>##Je2<)^By6j_yg=RZ=#n1kPHt;-JKtr_=
zjHb)4zBO>y^#dm-;)X!sd{<;8NU)UX^rZ|9dzS7Nwnit;Zi?=eGjRh|*uEmP7p~ra
z6t^eZ9!{j<hT?%zG+SeS$%pK7h*m~Z<E?J1ltUpmQ)tv<9OulbjG8K10~n5=g4z)P
zbUm-m<o%pW$t*hf5REV^Un(qvb}Uzqj%vT7ar&8q*+H%7i$<vMuDEbtPQqH9nH2iF
z`y3we#r!ws9Qy&p_$qGYY)=MkN*Tl+3SYilDK(Tc$gk5_d*lA%Rz?dHM_TXBK>%2-
zNk?<Rs_cEi#>d<4r2?S}Dbg2fQv#1pCQckNg|^cNDm1K+S<sb<9x9DMh(dLVsCCLk
zV_2uYPQ3&+wRHHPZNhz}$VnJ~Y&q12e}TyV=@QcBG6!0LAespPYOD{o*nVa6VJXA%
zwd8_93<01lLCc1(UkS*od4heDDTM(#EQ*e~s0j&1sIdq}Uk~uRr;_)35wRP0j1Bz>
zOeqdvWHD$TY~eNNIs${N7VLTR2a&PT(#g^+k*!vWEsV8nPB&Yo`f;)&cR3BiF>IAk
zA&z2}t6}A5J}29tRBMRXKBO@S4J?&@bt?M>PwCup{iOHb4Tb-^RYukekpat&LhgWt
z(Lu;YQyNjQR^EW^hCH?cdTu9(B~_0@KcPY%ujn)WUSyj(9inqgK5!}AmUlOOp-vQG
zgKrQvas5xIh=h*RkBbppg6=&)Zd$Z7N}@sL=@?qW#cBN;n`@fDeZ6%!mNXDpJ`1=_
z8n(XB99G@6KL3mD3-xH92yXnrjyhjw{@%Sqzs*&6PiZ8amDkQ+&&B{+Mg{!6n}h48
zB>*5Jx5+MOhywC1_$mPq%8v4zP!n{JYm<e)=Zwf;X`pZK9&eJ2!yF7jy90rb@&6x+
z<0HXUXjJh&0pOtOZrs#4>k=Z0J<(EI_OUu<0v=!^L1k+SCS%J#yTlwp1c1PI0zm&B
z(o(p)x^qH`1%2HSyxj#<9g56N-gz3of!YKQS~QIj0JQ=ENi-Ip-z*zX!&eS)4iIQ`
zp~RbYV3Ze;#p_Q>cMFk4U|n>QoqNH3t`0L2oyIKa`nS4UtOP(y8xS?vVjSactC1cp
z55<*!I-RFY(qTyzQiEZmn}+5Dl#@(&MGn0ccA*cn)1Mis(V@>U=4NOkUoZ!<=~nK_
zDfHHhhcd^@Rqj|CV646a=1WMZ@PrOi99r2M;jdg0vGL_;&j-<z@ro|*MSPt71BCZD
zTGL=ev}$Jttbdqe(J~G;bjKW^AMS~JFA|rOlT#qJQ4qri#f6r(<VNOrM*LcJ^qgEc
zF+h~smc%qO4wRb+Pg9&?-`1yZzk)Y5xWHYG6%d!fcPC}j^>+i*h^M5q698>FTff$b
z-^7)Pdk8-_^_olU3ryNOV4;+_@Qs-AK9rZs6en&Y8pearatEbLZnMTH-<C*E@+Kc>
zqs{t3eB&lXxY4J!hcfW><FRv3ECIlB0z(-Md-N6C&H@7~-lRRhg17d`0e#wRh<8b_
z7EI-Io!a*^URTjGC>H2DE%Ba95?_E@_UvK>!#e7Z4cajhn1H_XMgqVL_O-*6>RnGW
z#1B^G<*@mC_JRN4DpD$Fv_Rrji4J5~s>jS26~vkq7bgpw@qavyS2DvIaE^9;6X;~0
z;uLP{oRW&=ZgD?r2aX$0KU-;eo5o=t*IX(>q=kBz{wL%_otn%s+h@dlN+*18(Xdn=
z^7BML22LZ0F69fhs+r6go70$B9iLaRw3{V`QdRpZUUB6vp30`)dGih92>E_0J)eTH
zOcc@D=0a@RE_e}BF|kbWNyu%q<4SFa$^(YT6?3-Bh?~in)$y0BYYF!FePh|Nl+8~*
zG@pe(IVqd>nG>=6QV*l=WBM#Q%DfhZD4ltFaKT#I#2A2FU2%zPQK|AyTd&EnqW_FU
z#o4zk@y*9<4-Mf<bM5JRGrdEyle%U!E^2KjPHQ(FSQM<)hf64atxv3%ncMyD9e{zR
zc7m^rHkq%K#=$S+r5rL@CS({H5ZmS3sE<1z&slz=BLw?)f!;5CC;6#DdcO~cj^|!E
za3pGH!M<44(1PfGhYiD|FMH?*J^ANXnuIVwFbM7MyAr9wa_Fc(_SUm-qa}@f^vdcc
z@E~oBty2+VMXmH%?R6<?7BS+>6uSI&PPo`085FbrtQOn&VFt7(zW_5t3wLxj*hRb*
zZF*7MQMj`W9~{3{bHuEl9(`>abUo6+ph4}7!jm3aJlOib7qNgW#&r=qO%L*E3p;*{
zJyV*fq?OWRHEQrvp<l6Z2fa@Vg1EEwUqo&8JK52NA`h>;=JfWNWgxI>XnJT>7s>~;
z;|qsfb{6lPT}y_(oVcs#(HwYwhy5%dSRZ{gi}A;IvL!~ekYKkv(gkI7*kQ8pUPWuA
ztc7pPZ5oOo07_i(Yoz+4fxrZ4#Nwq%HGZGXb`awUwaS8HCucNgKoz8vKa_7U5Lgcc
zpd~cX?n`l(d>GXuUdJr&P>YHs;NA~k%OXd|5db%jd*CSY76M>|QJt@?3joQ7w($`F
zYsg~wuE{v`3o8lEnCQ3T<-_O@b=W4XJ5h(dXG{Q$n%*WuyA$>F96WU)(V#gy<i~dx
z08f%>0Jy{~##X)<rKE8fJ4EO+>}CB#iPJg(;H<Dg0PNX=nqNIvEin&;7+`0x@J`PK
zl|JUiBcc|0d!@vaM-eQYzvU&_hs!#X@PrbTOFpja_X&WXu(Jh!@u=iGdChSC-Xvd5
zs>dQj$EuAeuW_(bp-*3%B?&U=WY#w7H*|LP+obd5`J1Xlwbkk=IRu39Jf7Flp$%{A
z%@eY$E=q2moE&>Tf!7>+R}D6NYaPq-2v^*w>~cJP!H<IB3iLV_u?lFLA0$*4#X2v-
z;FG*ScQUV@L%73vCet#<GZ-pa)_x>lCuc#K=p_g`{bJjl=t`8=l}L$sj6P`pmkZZH
zKq|5;E{dhS=16ndCBfnoFrY*WUk{wF#%~hU2Pm!=^SkbWsz9yHG3V7m69>1e@f*-Z
zHB2O8)0a5Ab|q;#ACGbQDkXkH;Z=O0W}qbhL)xyi@N5YLz8hKGf`!6W<}MR$8u_VD
zk%gZpE$Rc<80Bvg0F>1`(-(AdjN<Km=^P;Z!g|U^W(LOzEEH}J41rMk6hk<%0Phw)
zxBZP*{;9wv|C@g2(cYIfKA*c=AATVwhCmZPp{_E>_EmKCg|^NO&1#)(tzfDGaLAAz
zq7vV!Pp@Bs{?Izray5NuhArus@6M~a4(!iR$cw_`FGJ!v+741F(%70~;PapE+UHdg
zmU4L5t47|IY&xfEg_8kS<u=~Ah%)a;@j<HU2lD$VeBK&DuO2;JSTK^s^p6{SaJi>A
zU@(!m)Kt?@!!9+%UB-9*rbG_b9jW25^O)YW5OUvrwA7B>r=o7+ty&N280vy@9y>3r
z#9wS1J`Q^jRls08rsG)a)SE0G9*f@*|E1dWuIk{<w`+F&HeL5^<m%(kV5i&VQiXb!
zxwvto^e1J(vYC!QjTS-m{0(8y{9^mvAJ1b}`FuI_*&atXSLMFxE6sy_E=SDjyG?!^
zV5*Bd=q#ZXTz+PhxH5I;%=Us!hlx%j9mMJc{aiUeJEyg_pyHZpBJ3Q{VudP*7BKUQ
z8U=n|H_D`csJ}w=Y>=j4Z*uZG4c1y`*~L{|$5(%QGbp44rDc_p`BrMYa{tI-)<TPG
z;Cmal!Ro8H8-WOYv))U_2`I)zb8P#!mLKP?G`*nwY_aOonBRQ@8RO5|VaHt^1c2~B
zcledys8NxL)ALGOCC}=prk2$kn9fC>QRk)d@#+D!*~6e2`mWK3t6QPR=Ke|wk(x}C
z@-;XQJ2ieTZqW&95s7V-EbK{Ht)r{JF6}1thuDocX&l1ry}MzOCVO7^=^;~&v+W@y
z>{;oXYhN6Vt}(#2siDOdTZ4@e5-`1X%MQBcJ+(udDH(%TLWMJGir~kvRYQZsgXZ_1
z_Hg^BVlr1$y&uFIGC9;d9`$%or%M1RHGE8nDShb^Yx~&Md_EoXO#6f1!1uX_BQZl<
zKeKvHi)@Arg}Sx|Zf%b`$5dN3dtO(&K5X`Y%B-A7`Jp|VX;U-fp%#mMKih1Cv>hUh
zFC0J>@Je{}FFP5xo-wd~6U5`Ufyb2}?b*>L#Z1{r-HsWMlWoY-#c<ZYdMFtC`Ov~=
zZMNuajMQ&l(XqWI1PhvS-Sa)E#2~8l{eA)--3dbxRnJ6D0FG#I2a97JF^uo={8-8f
z7xmilWj%MzSYs7^zF%&U_zPbb0^lvt;^)m`+%U$|@*TqP%mhFTgafUdXR$w~!f3O(
z*d6oH#rf0CP25ivI0k(}5=8Vy1foS3Rd89SpvZ=#Lanc0wK42g#@IUh)b-VfqiCXe
z9tMCul_BW@6a5bHzN-ifDG0h1k;S;Q5(s<-Um{BJBOfCKO4I>3NCUtZekU$ZjJRB)
z5MP8S5&+ZLMESfenn;3G9Hu%MA@*lT03`UMKM?>n&tVrj6aYx?6RIWSJ&KnXpzfi_
zE9+k2;~RBU_y!2k&16@)h<1jH>xZW#!cX#`lCFkSqB~5CNMe&rYW1VQSFniLgAOs;
zp4x_%?EFQGZK=MSO!5h|^?22UTgd&-=ZuF_T}CTuRh4F+%nC~oecL$k6g5-?Wd~Ej
z80-b~1b)bO%YpZrepm`#a0Jio6SZO@+XyVTe1S0Ia>U3Wj=$OR*$v@NO3QPC@bllx
z>&8nOAUulxUTVBGcYFopL)w6gs)&`^4Rf{V!@y!DqmM7$gLXg<wApU!%o^j_Pv>3?
zeJK_;w9bw&J4LM5SIb9ua_LZ?iW#c4k^gF8ZN$yZL+kkvGkC;&iJ$C*rj2*_T3G*^
z6=J|hfoV|_PhOnQ5+2{Q8=!;KZ}sykT!~{eapWV#Y8K5{THLVsZI(E7dCollu!WiR
z-idc<)QU=X3#ZtVPKgHjZNx?Zf_B}*(GX<baeRI(i(Ozj(cFoMP@!5XrD|ts$Fq%k
z)I9;`^$zg6V7BO{*3d<-cKXtpL~3y!K%cgk->sJ4-f7tTaWGL?qZ_Dr?igO>pl!LM
z%IS~+_j=@g*=-&tVl?h~i$32T;C|%4@xJhWT71>0%I3=4>T*OU)6Q2ABR2T7g+~5+
z98l@|w$*&f=?@h$ls^~z)ij&GiNmV^m6^hApG?**S2k^(Cg90?m_&P3p|y`bqxV4z
z1aXW4iN&RQviZWT;B@BQ1b|A~v>ws%gqk=Q>u5Wa*={a^pM-)l%<970K6^t0>b(d6
zSm}EC*fyN$v{648&fY?e)$nEMvE&>@>^cuh`P&{P-X;KgDuHL+BAJR#Y-v`m&*2ej
z&Nw!h`ObNU<bcDFNSEy>1naBpnIiA#v|)i>8-!O5?apBa%{Fxe2>_B9+YXuSiJ?Pq
z-@G2gz%uuc$8Y=&_bnzM1dMCY1L`#m4y`0;A^lM>Bwy!u<DW>xhi4d(=ip`erCVp%
zB`C(u!uNr~>n}iqFDVB?s=&Q%&{%`2#VXUYTPrkdEN3F_ApCsrsXv^5M3xfz9$uBv
zoMnyYMtkPTj%T;5I<Tvg6U{Sza=dICgYGSp?dk(V$Ms$UptR}4*1$K}&Y*NU#|4`P
z6l^$F6GTh9BVRaS9r-#D<PK?z<+u_8;C1F;`-(>_H*Sc?gzz*>6DrSLLjm-oZ$1Th
z<UzDN($=c)ID9s%=+;CS;hhg^GU9x21u_WAtrTcwY^tZVSQC}Kk4@V6LA&V&U>ipa
z*I2UCP4qk9yi80Xr*2Sj{8@k!AE>A5&h9M<@z@){M#xlA!)>oAulEp=?F%;I1ROB?
zd{{bRPli!Di9!ZEj%6~RpF!ti_+Y5x1D!~bm3OJC!lsqg4+3QTe?i65JzwA+L)bcO
zs}+KqDysb;2ged+XB!hc0YlQGW37wi=!Df6M${Li%G8)+%ARaWl=G<8GSmK6X5>$x
z;C!idu>*R(C061ZtdVxXK6fFd>-Y$g43CNMwWMMJ(RMOb!NgkRM{1GwbEUui5POUa
zA1JFa;^sbX4^lcJ3)Pb=?#Z3R15nG<&=oFe5b&d6ci*KCX?`u1PL1%f@}0vZx(24c
zdYf;}rKWG|fzS9+6=<T@f~XeO95RN1#hk1PEp{Xy$oA`B7mbZ~85(+FA(8&tq{&lB
z<qX}RS$V|A^$t%NZD+t#Io5~=NtdA~kRi)GK@bX`j!s@y<UmV$@jzY&?Th<Ic749f
z-gu>@U&lp5ce*sb<S*>;4*lZI^zKOYdiKe<v=7^Ci{17P7`(TnTDnUB6m}t3_0pF&
zzT=fm#4_~^cb%E%_MYY);a>*8AW8=-+z&m&3^vo&{6!w3#`^k?&`Q2)5@ed0YDXJ8
z5*sP!TxRm&GC+376qG|nc}1DEdDyw?CbOA#=eN&t4=YOJdS1G{rGKQ2;4%}BcRYH#
z)nPjWvFS3IWsd!{wj*A3u)tmWp@k8vI0kpnkKiS%Kn^rnGLKi~*ENih{i?8+cJt<g
z;X+G_ZuzHLyMb*@AMdMV@K3%da$BvSgVS~?sL0rSJ3lz|$cLO^^;=XJm-sG$RmYrV
zpj6wE+q2-~fZU~+jI&?mEYN<xWtOATAxC4Mj8~A{d*o%XON&;nQR|=vB~Xi6)$M;x
zA0T727_LGvziEI+c&3}|djvdQ)KO0N##G$9!RmpH%wk+VTa9bS=`6v!hTa2dP6IX$
zIvT!AJ~|)(#I9kGM6-%4hPaM#0>*J)AmWx-Iy3@_SV>B+P04l;66lq{R#ijeUtw*$
zvl#b4riZl=GJIseVNBwuSE0*n6=N{t_zSsn&I$fw`4IdPu{X?0Pp6pq%1|ea8~kW;
zX71S`Z>}sh)5flk;r#y4*IVOQqL+%Oy#>Dj6WxtrIv5eOxgoq-5*^olthGWrB=v4Z
z{#+~pkG%oJ5knUv7l4(P8zl!3Ey@peaB=>`*eTKS3yA{Yh)a1ekZ49Nn?t9|i5?^c
zV!I_oT|@<lN+GVvzUWP2*fG4680W7bdgwOQ`NlM{OvZS<gB49&i~)38l$8V{q|TQD
z;!|TG0NOP%#y*^FRs=w#aTGI$Gj#3|6>*3TJM}U9aLu365Q}i1q-HVpK|TJ%Oo3&r
z8t{EiL}unF?&6t#!`_;o=3c_#y|!8XjyXh_m%FCK`|9fqb0VNdTjob`Dfq2Uuz)X?
zFA-X$^0q1z$bNJ5oOkLyM;Faig{3zRn>!<2r<$8@(8`BGeC?AtZ4Gg=*!$@xXqD2;
zSNL=MCKa%$bi|lxy*yXA%&+v&9?h35&NR4g_$-4Fo5qJtIp;Hdf$t-Rc5IgE`HV)I
zB>18rw|*N-wQ_vacluhOe;UMhP>XQ`zt?vr#=7c$Bs-cXu%6qO_H4wD>4Vhbb{*b1
zTO~a;d^cVyzsWW=sOJftoHwc_PR)<56f<<;p?-%M&nY(DQqSl@>)R(Bi3;b5O*gBr
z@10(;(igxZ+u!f{f?dDtU^L*B0rk%tpk9_R-wQot&$3_;o(JvnsCuL-L)>xNY1Op)
z{T}~usW~6GuC(tsdNxnEGE;(R47ct!Gfo}prZXl#)t)+@YTWi-?5Qy(*$?{@k0Mj(
zY1Uoszs-$^lDXQXx4h@Ao~-xD!OPvWu@rgfayH&`<Y9iLJxbA40qW?!jG#gLqu!%k
zkeKJ_yZKnvvFi7rJ;`aGNZCiLVax`PxA~#4n2nYx7USDJ8#=OI&du!SEF&exz7hb^
z$8Q<9<oetYyWbz~ya+&SY~cJe*dzb=->;fO2Jq}?^RLvNjLi0DHD|_Lf=458$f%+w
z^lZT0$|r(e<zS~;CZ>r1NM2yy^4?I9jw+4EJ?8v%0hPtzi7Mo*Bg%gqa%<a6^F8+J
z$DY+b>d9F{dvel?>5rW93AoI!mCMf8GxZ+&*kkY1{>sC`+?~ajBfeNAJ=%v4syUXM
zufW=dc+fdZQ*CjVwr1Z-J6iIk{VH8f-n)G55x8E>z2j8oNOy(fwVFvP@b`dMK!4@i
z;5?g-KGNjE)3kso=gk8AC?D-U{x(*wWu)r;s@l!UH01&1eyFJL56C`##^7}0-G&t|
z#qy57DdJ*k7=^ACPIgREk|NsCH6QjH*?@M?aQqFVU`VxnlS7|i4EC<iSz2h}HCI?&
zB)kOxJeyGC@9DXdk&W!S31<|Tp$)Alu=O>_6<Z+sI}6kf>X%_uSRu?kFlW`_>y%vZ
zozZF&&lgV*n$D{~FU??O_cuT9=1BXzKJ?4IiTmYO64Aew3UU3|WL(jPNKe39YUW}Q
z?!!b64eg3u=L^Rr_Q+DOn4P_EmP7cCS%uD;N43Twt^*4dHcm}ht=Oed@l;rW2+;b+
zPwcGc6&>^=Q%gLMu{F%|O=oATxqBOpOeR>VLqtbutURwY+9mg%FA~vNr_}O!N()f)
zrH1!WA|@VjhA6%~fHYmS{9oj~WmJ^W+As`=q|)6;DlHPy(jhI~NQZ!g^w23F(m5dA
z4U$8Hq;$7{G$S>@fbTt=^PF>@wch7j&!6wdx4yMpOJ-(Yv9Epg-uJ$XH+e`Bxt!cv
z;gd!cRV9_AOas4~3*O3-VtWp!9Q8Spv@|V`!1DcteC1D*8-T1{9Y$HmYb>6G)5=-m
z#EAFwFVaE0*o~-%C1iozN{B4tJx$6j!M%3doMytSWS~vRXY;OW{~EOYOFT`SvmZC2
z1Icr7N#-u|6$f{h|0)hd;X<$NC@OC(R*seSr08Z$Xm*<S#$Ee`#?<0Rph9T@@<oPV
z?hWt6YCU(<hN2^<zer9BV!KuT)8aUAO(@sKaaOLU>?kLnAfN7sG{$7X{$3sQlr31F
zXC`lKm`<dY)se;A+8^sFXtEaj5~dK(%F-FI?9}M}<7lwpelU95oAnif73R6hiriRM
zi-ck1nV&$u)Kk^K9!DF}wNqNZk_>F}BrWAG^ri~IMk?Rgm{p!nW!avvw4RHMZ(IN^
zE6Vk?C!SJWwZ1Hq%+-?|X4Upra}2A4VCK7|mDI_hnuU<ETkUU4pX&D8aUVSg<8Lq6
z6{tQgUAjvAi<AZt1G-)zVicaOig!g~ba46hx=>%1Qd_W9W9r+`)wlW=Z>H`Hlfu||
zVhoFL0}Z-<-2HKC0=u?y{n%9%@7synNMY(w+djD=gh4i%qWM%8tv7aieS`&<y3?(a
zm>NcZq&>?24*o_1IUq<T<cVP~!VmHp?Yo;)ZAx+3A(!5_hP@s2<=KUdQMJQwX|;65
zXs!PHxh0Um+NoYuP)sgd>Xc=G<K;L>Hfy6FgO=yq@rnWNax0LcA~W0rTkV@nNd7-O
zi!LXGz;HrBpzZJk)W8cR*wUcEX&b)3x)mbay#`AmHwE9{=HQOTEnIEL?Dn60{)_bV
zo@AblWbQ)OH0vkTfaBFJ2!?926CmDH!K+mB^L$iXZt`fWX^P!U$=-%AB=(hBL?UvP
z1li4MHlH%3-V|i_&!Ua^Nj(tyx{|93mu-a_OY&EkhcnnBIr3GHTf}<c#g9%-U`*kW
zj%@<BHok&U`^xe5B<W#kUwKn}Y^lYeFrZgj>5attXvbuUq1WS{=q}k`<bd?$H=v}(
z7`-S>xrakjH7~vfh(|6W-2-lQJ;wW0GA*!Q9^w9+VX*}qRhb3sPz}q-n<^sRx#Zvy
z!9txjVsM<E`YJ++*Anl^l3noMv7g-)a<Tk~@o9ym#1(j_xs@s=*6u4QHUcr<MBq9b
z%~1+dyLRMe5(27E1XbXUIgxwbcKbhpQa6^Ac&aRELEi~Dc{yz?HMgzR$Zw@xU;^9t
z4Rg2T^GP=}21%PQ*6)%8hRH9qTkCx6zX8>GxH!uQZ#e`zuH7AEea~5A6rZ#SS~A$e
zX{D6QuT1#X>pg6Xp22l@4);&`z3xf)RKZ8FD$VOJ(ydAEt`(JE+U%9>Ox<~0if6Wc
z{{5s0rQ3=Iwd~TsO;T^vQpdROz3)q0<)k?=iXmR?sh&41zyBhQdWgWFR(=6??qxRc
zT%a@Cu{)RUSQRSn@KkK*ez!M8i~^cfQEOn=@`@+_zzglH@m<WVA6#LEHwspA=M?g5
z+RW|plfF0H=v-Vn=TyY_NTaC^G(5Bo0=L48YV12OnqagnJ*_8??S;xcn!Fpb!$0L4
zo3x$o<16~M-%@4OvaDV6{G5wZ63F)4fvW2$)Xyo4io|&r>S>1Vu_SR^&3w8)^IN#&
z0G{jXdN^=8^;ttT6&xa_?_oA3ts}^|wb*=MHe+r7n@_!XRlcHKFaPt8%q_Oh{tX&Q
z6yU=H5V$1KOh4K^|NPpUgq%o_4&Gg#B=*VGMw!dmlPxgHRmHaNrQf1AmgMoC%F&^4
z(Q!5MC%11$A4ru}q**>-;szf?6;95aGe1}Nzf#l4A>qor>XT9jD-S~&VBQ!=i=B-;
zN19KhU%X3XXldGfOI1?o{n^EI=;gwrD&iL(V#K_n(}@#;=&!X>o7lgPzQ>9U6>>iL
zm>%Qx2U2$vxpVkQ!rQ#Xbh-40x4-oB=Q_VYvmt{$f_E=;YBDaPL1_hheIMzMbEx}V
zPSWjoR5LTiHzEn0J1>dai?~EuY_RwXoDQ6gb+h~9Y)5}^rU%FD8Qd&4>l6KVx8Un|
z>j?+?+My@6+;I8Rq=KrfO=YpATYCj$z;oL*-0k%KMe;)hD%d69qzf-A@>1+dd-0<y
z+<T1nQ$u?(VOS(|Si2r=T%u8#RLP69VjAckjDe43Bfyud0pfXpH3E&QU)c9pyr;PD
zVDz_2o{OitLY}<+0xu8JWftOofdo&|f#Wp(uc?8~X(BT8QxM#w685NXl>!P0t5mLR
z&smi!)*A=VZpU0zAc6GO>crthwCmzWk8^B;)u8?v8{!cL#7=FmE0+tZPFnA>6)^O^
zT;7Y@A>C5yz>-d{B&PCb8pf$T{d*K+1VmR>3s7yu*DZk)NcTXdo_fDVgAHri0K?QE
zs0}hRB0L<Eh6k(kfsH+%wi{vV0U!#e>y;ZzLSQz8hld|7u#4Fpa=a>!jh=;(&H2cm
zbhF<4M8Ax?rGV44!H949ec55|Wj))lpxJ>V?{u0Hcj2@w@pT%jaoA%dKLrVzH_(dh
zCYa7vyX2S@NuG6)va6#rDHrNc`1_(;<D{jp!w0XEu=rORt_nSURrS_uTVSCOz&jVn
zc!5J)ZCd6h@}PX%1>=`87sE@;`M`0M9o4KU5F7`RYirIuRAKnYyVCd`GFx=U;jLSu
zSrpS4d)JQJEJou$m`>7qTK5jxyUIwh(^|Zzsa&9Mdr*sE^=E8!_oVftYMfW)RquM8
zcPe8AcAxN)MZ(dXd)d!BTGn-ML3nbu*!?{aL$j)Olq~0AKyZcNx;qhh%Jr|(PmSF|
zo?LUe6dqo$VhWsqU}(KnO(p4?p}rz4r%D+n$xDW?&tmG@?+ygvN+~z11B>7~&bZU@
zO;BL{IJRBObc=QGDAwk7{lU=-SI1(elIwf9d!T;=ocUv6xSrc>(~GW1*h%QwXvkx%
z_h^h)wf@v9F0;POkIp}w7v3kn+I@F3q*{<Xc>Abl4fW8i3V*MI4a)VIZ;jZl#X~v#
za;x9G&iDO@v@|V{1Uu|>s8retge6n(D00qC=~%n}yuG0k4l4Q_X1CT(xwN_8>~jy^
z@k2L$eg5XbwM-0%mKYS9<oqPE*o~rUu9s#l^#-Sc3H*6{rE6dbeo(2N#ezv+rqfFZ
zTA;hxqaC((@WFDGKTzYv>ilk2Q3?oqbo;vRMWukjioM^x$9=iKX2z~=8_jF0?>gQZ
z=X=C7rMGKE*V(r~t=D8c*@6H2W-X9!I7aM5efo%i?SQ<k$<5u@tQ~jQM7-O}pM*SR
z=EZ=rrpk$dzzwZTUvsE0zkZFN+{y4%o>J*+lW-Ht3niz8fj*&Ch!^|4&}m!3?<*P~
z{~Lqlqi_)9gz)~FZzkROo|ZQ4P8<75i|@dZz^T-y@=k>c9LdA;BT0X)w`lJ&|7dcF
z26U>kN!k|&)A)--<5V<r@zkJyk$61b@v?}JFYmA?<S&xzuJ@&2IQuZ`)@hBtCYXQj
zcgnbH@8Fs5P_}YZnUvntuX~dQffWNMO{Ggv?azB=+eMlh^Z^J^Wp{T4wjF88f;EQ(
zt|mCv?)89lo-IQ}>!a`6y*qu**vwY3=pXH?<G&6)PLI*ZD=7%FndjTR+Sdd=l!{~R
zT_@g)c{&Y<W4!`4#a3*9W<i^i=gn*l4Vb45@)t=v?rt<vv-@Ya6?e%KZEDy2in8Nd
zJ;!ZWIPt_t?aisDgG%hx)%!*M)m;;4Q@1fE?9C~-UyNz0gWVIN+2PR;Mp$BuLdR?|
zO!wxZcw-;t+ryu$yfLMkzJKG3J3RP%(~wh~^~b?b7U<LREziCC&g$U|O#Rz$p^M$%
z25iuxroqg`WfbK?o1l9t%NgzPDpbUCt+s91(ZsY=ZvXNOvQ@K|qSmz&n^`h<b+N}K
z{;E+fRkeJ7l?9do-F#}lW!1bP%F;9U_%O8nj~pQ`7_(MY0^DVM$gS(`<&X8w89u`_
zI$Cy;=abhLYB!&`MysuLZPT;x=eB8;-{0rjAMGmqo)NAvEp8!B3Tx7ytxD<TpA^v+
z8oy~S3Q?dPZ-vJ59vMz`Swarj!f2u{{j^r<iwf`kg3+_Bv;<|ng3IhCn%L@%FT9MC
z8&~EwO@4||`l>^5yG3y~X@a3mePx>&?a%pG4?i5gPhOOJ4lyHJ*Y^DEZxA}r#$G)%
zx?p$fO}SA!GC-N6*=OeRsr2OXSz}U5ePi=)6HGDTrbz!s2Wtdy?V8G(jfV8qyF{|y
zGdYTvc*0HuEW5_WmhtTT;`>A!`Q=9-wiD3wWi1YUmP0bx;iq=(q?4)53?)m)idvA@
zFL9)MI=I|Ve>MY{$!2AZt1EhpTgc4${I2tlM~y}dhJGU~si_yS?GC%hq5WoN5j~7q
zoEArgM_dd$FsGNj+j^n$GmA|ekfV7B%i8dcrT+viq5m@&+t&1_Y)U9vPB!sRhgXQk
zj$)8Q_v!VjVaC)Qga>`Ys7)Zzlvm`jkk+dt6?<W^7|7H;)p#_oufJC2bd}OZXsdgO
zj`i{p#2ysweH0e6;m5Yo(d23=+E;aXcbxm4b0BsgB<}w96VR$<O9+0c`@V+vW^-|9
z+{lsb5FWp<iS{Y7TfOKB;gmtUaQ{-3<^d=yr769rr|QwZ&KX~So@@T1vdHn;tJn$V
z9dY9ZD6IH}XZn{t*OQM!^XcCyG<{kxkH_UJHK+gkIWo$CAsHkPop{5^VK`KHW9^6#
z$|Z3s*CS3~*MXf4->1-8O(;-x!HpL@YjlzxI38{Tonj$f$K8{kY(ehu!IYr&FrWz)
zk%N1nd5Hr9jtruJtZ2hl@uwZq*ZN2s*A{PjKQa%H>WIIVyORF11(>xP@}<nf8Q!tA
zdf**9rw5nmFp&E?R|G%DcG%gWyV9Hcgu*fL?R>{Lf6cs~=w}SKQlKtDahtV(o0#p<
zrqE*%%k_7lWmtHRvj|M}#xub8^uFYN1<4oJ-QK-uS;5{Nwed<Foc{VtUTzLr`{+o|
zu-7&aL0V2EXu?l-H*kSOCh8_rNT3IVd|>=+n)wU!=*x*;@_&)m5{_BmPk?PRrdtf)
z+|tW$Fy2yI6H<SnXi=q2>PF^CxVYo(fg?4n_p7)9%Z+d3i3Dw3B5)dbP`qBCFL|mS
zLhj2^eQFYMaxto^jJIf{ujkbGW%Q5r$Wfih-1IMUpUcFWA;lk!_a<}8z5+x$@g-Q_
zF*$%Ia~g-6_AT~TiB46!!2$R9rz|nP<i(yD3Q6$RlfyDi=by_R*EGJ?AAz$^tPImW
zv!1@PT(s%4y&6g2R{JFrkF{LEbU_guEje5b0T_@Z@WDq+g6^LI=^VqUj>^mhE{12U
zBc=A-hy13x`nt2@3XZI?fi$7G=9{RKF>avovrr&EWuL|hUwiSo_Ql!I#}>_$&g)hX
z@5TNIILw%`DcA&-cB{M!qg1c0O=42!?cwgK-S?Cmesw|%Klin^zCAyCYk19S>AQN<
zzP7@2X9DH^!R>sRbVknQ@@MaAVD6N!1L%77bnw9DHgTi;Nl%#uLgBoHwk4KCq#i+&
zO07RSycib_!OV8NBL>4C=goLD+hteaU+tAe4o@Ib#x&g<yd(X39k`0#pANTX$K7sd
zo#k@^%EeR_VI@N^i*v55f43!WD|a~<myta@dM1^vvsxIvQ<z5J+dv=!*_?~GP{o1^
zL&a*o*<J}OE-tp{E$K^6iX;dOrM@|q`Lr#l717HoU<p}H+p(T63dtRTRH*-PY&xvk
zjO-w-3O(^>vHLxDS-9^<cnG~qT@_<=y6ij?z15lFWCW^XJE46FM~IR^)7Zf7g(od{
zpJjZHMs{>T9(?YAA!wR%z@O<Z-IsF1NT+-8JCrs|M9$jca@=lXyFqe^aR7cc?_qtH
ze$+LLsU&hU;ufrYv6ei3);t{DYtBoRv48Gff~!&sG2n<_vIC*C>4R+S=NcP4@A3E3
zv#KJhwwazdx?>G4@dFJE-8I<VN6qnS@cc0s?5DP>!2yS3L8C(ZxPtRB7h&co2kX#E
zi`49G1}(DXj2QJEgtkq!((}DR@~Sw2lKbO)k`GpGAvKiis#^y)+ON-_Z{>#eblpy9
z!1evZe4p)GTw4jyMi?Jlf<g*tQv7^qq@XCn60msaqs|sc=QuJfSOHq@9i?1i=Tsyb
zQ}1$o`-gDmX09gia-M?EEMul!l%wFJeK!4a4L(lD*Ru{4EY%n?b5Lnot8MB#h6^m6
zi3QzNy`r|)pA;iwj?7<Ks~2MkQi#ddkbf^xwA-x{*zI1jQTom^s?kH+<Dz3#wd6vK
z&hogDB0ZPZ$KYU>=5QZk@5ie>D~16}csp5tkg>FzJ!ipR(^k0#iGvZQ_XMw1kFly0
z7;Bx_I~~iPdmfXusVEu0+Vkl+Su`1^xwp>n<%Ev+fN??Hl=il#yuBV`Y`Tu+g|mb`
zVH~l)BaZ)gsDP8)-&dzb9p`7cZ7n&efW3Bp!IsgCUf3nkf=ue+ciJNx9379lpuC%0
zNA&0s=fW8Z$IRLj?mns1B(Db(c4B~|0_exUS&owm@Xw)Y!6$qaDP^4gmevi&P1+M;
zyBVsXF0W@TV`G`AO2x(&i`snC{jgo^{RN=3hci&@jjBiy`ck<q6WlK9L=NiDp?nw`
z7V@j&2{?D4bD>H6&h5-MR39t6ae?g<rnc3)c7EQQF&4p%wCx6)k3;-(Y3?PXwT-il
z_g0Y54nA0lBuq5N^N|EheT#COLf;mDFJ5?0mAc#&b)gM%#cSwU9*wI>dy(F-nMc~u
zwA2U|9UDQ%-z?dFcRJ6`R9bddf8-@FV_=_IQPl+^-!s7#qk%uQIj(SO(<>8e+7y*s
z<$5X1s?PiC8tgi9%>eADvQ_NPzm*m8O2}F!{#ticnSNB{sDfoE8kd_e*=a7i*pP8}
z^n>l(W1*<!l|P>^4)h8*<IV%6m4PNVZ~jHXgX!O+2X${QiVkCbh#;&QudN>b9``sZ
zs9VUewBVw3cCr1nnu{FH*2lvqE<dyD@5H9RwRYU4P1<$fb-;?Cas9Q+znd=8X(KzR
z2Aqidw(CmYI3LGGsKU=>cdc)U$Jw<+z{s-YOck${j-7T}K#|8gf>_Os;tQj;>Y%;n
zUX`nI2|cIbo3d%AT$^FJTaGx#Cgcqj$&m%~{T;p&wwHex;2EMo?*-z1XzuDw9_Hvv
zoQJlwRu&5(FlfBD9xhLyP1;TkjhU%ba)hrcU&;OE>LDv^f_+-Yrc7OYo;z{GkS$<T
z{+V6{<7TdNYp;3e+W}}!^WtsQVs{wHo!3cI+P-_gckch=L$*}35n^O;LFgwjHkjW=
zg}Lg9U5j%2+<jPBz-w&Pg@H@|>MYI*z)%P%LvCy3HV#z8|4<`&7pCRgdW+UB{=Ts+
z2u;76=b)F@{G%>GasL0tL%sjM#Yy{j;s16~0pjuj#Ek?z{JgJt5d$7R2y*}PYY`DT
zuD6yStlezrcm#QXFE!}6{#O?j2y%1(>!JdFe!l<ZMFpD5X0G;hJg)`+K}piq%~j3v
zqm+}Qv(pF54{mgVbX>Bw4sMnof&U%M+${fba{-o^7?!KsM@utDEKlUaEc8qwnahE{
z)qyLPuI4F5$)>T^v%;#Xs-hPodaC$cnq5>pv}i<X_%e*atZyVf65-2y`;{5b__dB5
zI|KGNY}O@nFMCfd3*>v*mYu$jwN~kWGFn!u^Y;n_mqTHc`2XNP)5n47eD;O2m04Ly
zNno%^Q+4(C;^O@L{5N+ulO_u7-tx~&4VtQR=(xCW7bd4BHNGYg5)zc#P#w@A6L2R;
zn46m`Dk^$=3mH4Mt$U6_Yv<TF`=e=zP%e}d=}_sY_J8d%Q1(6!2}_GHUqDD`{V@t&
z#hW*!dng)BA68nLo14k^_I@ZR5H%Z<Jv|IA!dz!kR#6!n92^`T4W$m%(Vb$W9r>)Y
zI+Z#9ngF1QCxOJTq2@r*7SKEP<44!{5)9^v%<&!{z#WF!JJ459Sh%zEYyILCEC}66
zPCaa?4@EuzRlai=)o!MgI5Ewfi!QLPt`7RXSvH2kn0c@xKHv;vy`YEDU&Vue=d!P3
zu4|G`D09xKF#;6;%#=hT5M<?6Zt0Z7DL+(HQr<@WrkO3Yw4si2O1UM|^WymmA!t7o
zNo0nmVDLjc66Tix;1{;gN^>nPefM4VVoeqf4vyI9_c3BZtEwm<ya2sWBNpBC%G<ta
z7Y6A8T8?#M%r5|#1P1aU<s`jM%vuob94s=1kN(^yROG4g*8qN$RMcLjkTv#x69qpe
zi2xgW9@hi}A#n^-;YP9M7yF!W)c(t!{Cq~xsTG%k#1mwPxjr<B=&bR0CqIAV?9}^e
zB82Ep@sQ!L1|u<aCVuS=^Knl@!_07`IyOeSR3u}(Hf9VNVqcfTc8MI3V`F^yXFV!_
z#4V<&RhRJwm7eg<Q)pS{G5ZxR=cNQUvS9f-d#&k=_b&r-(E^X7#h})q%?B}WqtaF8
zDXCCGWaK#=g3Wc&Q*e3s*I1D~!%v@Kd^TW$7wiz_PFRoJDg>am$sl15XYsx+W;}C|
zm(#XlW_jAqcRo+4h01+cS6jOuN~Mu^o<5&3_FPgcE+GxT?<>_=nH4PLhP)$<=PeXC
zKz(E7eAAXEh==!RHBd89k;}>P_}TgO7t1REy(ETdTEf?QHwPiBXJjvhev$u~v`6J`
z!*A-X;mXnIseU|fuNrhmj|_;W9W_(@B!_VX|0o=L{X)!Rbyp3AY?42$M#FpVUEzD0
zwOri=c7zD4lLNf0aY~5>`|Bo#YCQ(4`Rg#&15~27Dk(v?&y?gh^+K$k;w38qdd`fZ
z`-<i{{Yt7N+puy^tm7RoGOS$0R8QgKqi5UWSz9a*OTrM?5*qrUzA$mo5S=$HGSc7o
z%VC``W@q5x>Vm|=Ty=Hz&#bth3T6bCW~k1MwdEmhKF_ovu5r25>fJ#j^a1UG*PMo3
zm9m1T?CP#zPn4LD37nrII}~a&aIB=tMg8jZ)T<<q_P1jVWBSJV9onF=V1@SaYRcKl
z1dx#h#xD!&GNM$@(Xj6&X=!O9B+5GrygzVI$f9(!f5DwQ(AGX-kO=>-RY7p;jD^es
zZZK2p4quHG-3lc1usi)sUGzi*)X2cW@l=Y(&BFVFBB&1>m)icoFkVDl+*PS($`R=p
zPjA<E-*ZM&QRF8gPsA6@_GYA2Mh(PAbQu6GlfwA^TbC+O2t#SjOjqa^el>YEOF-Ao
zjLhN0nqma$xVWLm7lbidV6OMh|0b9$TQk4Fp6zsQQS*4mtxkk|nA^j)^DXaDU&qPk
zASOGy8Y+O>Ieb=DRy;QK6)k-ib^K4Sf8gk|YX&<8TvNl0@pdF{!c9>krWx;~xZg@s
z;NJHPtU*db9UyD*c(ma#TE08m0ds3kwA9vBjG77=HLit;KIw-A6AAqKm7s=TCZ^yG
zHlwFs3mys1TWVb~-N&d2FGV??`n;&=!Ip!XHxh+oFnko$M(?8GcDms64P&Jm&c+`n
znaQ1OYZIwQHjX_%KcAj{N5;rKX`0b2>PFDAUgMd2vuZEmG9In=kNG~s>>SQfb?`pn
zoChvveum%7`j~`hT4;oY>_r+m`RmuOk;_V|@t6~oq>ytKs(XK8_eOS4b&a(q{<27o
zP%-9<DO%sf?2`Wxz_a%)B|;g{3_4_b)SL*0?Od?tx_(zk3SQ$5anLotpx1ivPyl{X
zR!ry=x1^!n8**}oYRV0UpuNX9Impb7KJDC|zGC!b*Any=BR-_MFA*+FFhQcxgtSS{
zF7PMOTm7yumu`k&Uesd>GThVE9IgBMJV{#R5&Iw8p<Z%=@f!AXXrkQp>+0PF$tf9>
zbzWj4Uq)H;NIr{ezX6Pe8%4}ynMP*8EbYq$q}2?w6EoP`?8;nYq|IGTUFi5n)w*U-
z%D6~0P<dQeC(7cad>4MZU-uet`r3G>8~I<ql6+APx8vq}OM*4<nP672YpvUhX+h3Z
z!(3e*A07yVnE6W^3vK+RXD|k)8{VL8+ferR)DQ893?+3Uf|Kl;1EUi)l!SzD05urP
z;1~CT+*M+pEa_*1iXD<LR5UbDZn0OaEW7T&pb~!wLK&wCI=Mda)y8{CAa$X-IR$qo
z(gxxFl-m9l7~+Vd%O4l1Ul1Pa_5_pkVsN!^lUR){DK!oOx2%fPx^k4%a$HJ{OjWI_
z9K(POnZ=hyD)ZxZ{k7D&a_s$GT|at{W4^!oORy};j_b8<9$qvY>tJe`i)-N#LJ8HB
z0y5AUh~JD5G0ACn7Ah(rYdAoo^)Pt9Cn7mGa3)Ma4^NGYlN3iDl9FSV0F!MYX(lI3
zq1yFfNp4kGiH)YqyDt(%D0qCwDJh4@h}A4+3eZ&i79s6VoP`7@%Vdm-jad5{AdMt0
zF|Ek7!+=noE5h|zmQr!xFKi5n>F*}Swde>5=0qXQV(ZcA=siZ@2|$v1Rs3~$L>gFC
ze-uH15OXkM*5&j$M0?$L-x5Uu{^<h6@jJU6?0>zme{jFjOScI~o9KwCow6eLs^pKb
zAn4g+=z`LV<d_6nWdLMuC=n?(F@}~L2%1QNTW)ECmk;q414S<_E%6%hwdqsj%;x8k
zA8MW;a5)PhQ&n007s!{atfT*c@p`gq3=wOf0o)HC>YtCUGJ_n+fF??ysIaK9h_6vJ
z59tGJ%Ojx-?7fUXdYC^xs<R4@r5IwCy1<oJav{s+<Or$&YoVc`vx8c*k_ZI#Rhg9p
z^I`x8Z&0H=zw^$S0Bq{Y003WpoAW#X*Z_lmYXB@(e?~fDlRJ3CAB!q4L4~}ilWa?(
z4Tw(SRx$I`N&y%g%Pesl^#ahG&X*_`QPI>KcngAv$>B-od@mk+IWZIku<5H3aG6B+
zW7Hh@J5vQ|b8Hs{yaLD&K=1$awGnfzAA&4h5YpX$5$L?odDhE6jF1vCawX*35HQ0B
zW=L%w^Tz|spd$A>HNCB?eg>=-5Tc&_B0&tMLoOm@UB4F8meJ1t0QeJAxJOYL@IoK}
z01r9)<ZTk5ai-*fK|=1Rk(?w_2yw(Re*xa%m}X-s1AGu;0anf?aIpVj<>*kFU%wV3
zg&hJi4X{L|bN)}Dq$JD#0cdY;@83W#U%vcLsPuHZ{{affG5-zqH6h{ge=wMuYV$up
zxwyFe8_I6B{JFea4H-iI&O(7-y)W1kD$9X9v9k$vKP6Gnh~l4ujzv;IJ*()n9soit
zJ40trR$ruJGQuKIP@ZgjNb@(7VO+OHd9r$p;@8Ri6$vwfp%X99U)$?Y7*kg^piAc8
z!)>1gYC$?IUxX3I2RLB@RwqGM8~L!95fT;p4Zdur3oZaV!+=3z5a_dqA#BZ10!g@#
zgRuIaoY_qmZ=eJYBItYx5JZuYk?BafJ`@B#JVuR*j_OrlN3bS=a!l9B5km5t6mZD?
z%$=jb$7*N}Ou#5L6v64$@vmS%K%uxZkU~DI<@R+WY@_or>Q~Pp-X=T%bE*Q8WdGxD
zUz8aUN|K9O-AgT}lX~|kc^gPoVaZ6OP1s2b?4JQ3K2%S|SSMmyVHFfB!T?W~7*-1@
zKuq!ytbvDz4t197!vLLA7UT%h+|8)a2R*UJ$Y*4^)%;U82e4^HD6gRKpHS(1cFvf|
z3;JQ(2?64mrlCb@F8}0D85Ii~3;rCwU=Q$gh9Ob?T>+=I;z4@p63ls~Y0cs*B6odX
z6*_;Q(&<VMzes*?m>-^fNlpE2@qDxqp#D7`DbC#^fx^@PU=m2Tc)OQbI~S|~gaZV{
z31Fw#@8%^4jO!FA3wnC7Ns|s_fXtLIfA)Ti!7)Y5Y=j<3wL|H#V1_a<$^zy3+&qn;
zUhf4k$^e7NCF)DrGBD^Z-ItV%0}`G=kB4P)Mp>5mZNY-HB#TnX{G~_YxLbxF8xXBC
zW+3dlpboY(e>Nb>AE;!NT}-6`qrfkCZ|OKVMt^jtIRcjKEF4%r{jSSAy6-`Lb(p6_
zl1=uUjbPMFRU|nVCKeW91Cm<z2T6QJ;>S&%F5C6p7$E^@f6qdaR+f|u;@;>BdRXKV
z)XlA}17gxvBb&NA0OA9EfK9)P$kjp#Mc~mhfUqP|(Go9vut7b+k^)LLeP<px6vLSW
zaE0r-D39IuJ!Q@77yvlVXJ0ZBwsgA&!yb6TM*;E|&aeFr2tf>B<QEl?$D6jLAoQ0?
zK45}Oq_A|Jn!uSF*@2~ZhXOrHjz1Fd+d00xqGFJRYt}2PU_fjlvPkwTHCXS!R9i+5
ztH6o^SnM+QZyu(;<1Ya|nA01`KVv8H9G(DFI8pfQrh%l;xr)_l7yxdQqhnx@N)g#o
zegGvx#F16Pu|s@dY#F9AeX`~&)FmJ$<U~t+)c9H!%1x;XOiBv{qjw-wx8;`*@RnqP
z>NF%2X4i!z9e2W885A12&Inz8HcV|`AOJ-jMo?k0_DCqghz=PSp|%rDtDc02_%Sbq
z<N_CAPgvjs6v+uMATFye<dPM0RuO>9LQ-+=PrF#fgB$`8HJ}L-xc$$L^kZ8vV*U<v
zodHi)XXOs5F+D#cSz|i>BrN|57!O0>`MF!%4`YvTKrfb1$)=6+Qms7z<YkzQ&Q@RS
z7lHX2%G0q3FWI^LxIrwe1YaNuaLZJ#6|~VlsGR{h36+45P%B!<>cN5!Fs3Vw3<{{;
z^8+{toGAjkgHR57ne2fn(;>T~I*-xiMG7gKREq+lOUKABEG#AT909_#1PTfM;MmwK
z<3MT}g5OM8Byj?$=ESqyA9e_;bR@{-2F~f37CsL=pa+(hm+PX$tvwX9GN@#yis59t
zh!Bs%sHUM2gz<wUQbqeAjtrsVrH=<nepP;8!4H*e!borRj1pky0E1|zqD(ac%K5-6
zb6{@>>VXC81FwM?D7GR4X~<OoIT5)W6@UMb`u8XgAzV6uhdlFoDx(5G$gPs2U7=5+
zpz#k{Am%S=@n(h*HK-35>5yBh@7YhT0S)YYhT?3T1el9N$sqHCBIBXBnd#-L=src%
z@PSW+szjQ0q$3o~=^59_QLeqb=wHUAAoR;r2)VND&u26<Ie?XKc=GGAl2aF$Y=CrO
z!4lry-b9hT2qxt_DN#SVy8gxUZF`s~FXp-%C(ZWZ)0Hk`Kyjp5)FAncoSb8C1BYsX
zHI-i%K(Q?;nP4J-Jf!#Ic!NVD`R5P$6E?=QWv54_1Hzv^MgD%UQNN2w-Uzsp5c+KG
zpInQuOU9fq2|K&el8;HDh((a__wS%^=@miz0!$$E@nfR<2li<KflkXf##@hnWWR*+
zZ{NOBt*^BJFoFpO$A&bxVp9_kOD-aXP_x}X4;ct|98%9qPg%Wc1gUh4bwTdRj{>UA
z)fNP&yn%^{M9P~HX^3fbDxuoVRUTOrcXj|=q)G>{Ew$%ApC<*dSD*q-qzpzQJ$Aqv
zoG^Q5$|D8)_51M89(2YU1J%5Fu6)mcqcau(`6d7z$6HqJfnEzH;8xP;P4$=`Ai1qt
zKLn0Y0^~%b0s^aj%TR&X$sH^KcsuJ}2H}U~O%~(yyESk9lVL_=5CPDH;(iwE$%RlC
z&oBv!B8<Bd3?P_r2TGWk<yu?(3x;UA<b6=0Wjrv)4hB40Qfp}vs4+s+rv%7{&&t(<
zb7lRCuolb+@Klg)E!!9=7Z4L8;Fd?~N)A=hCy@taEr8-2MwuwnmW7aEn{<FR{*5wj
zErgLSQ$jh681N%X-hqBVx(ul5_hR|))s}$>YR@`((PN^`lM$;WiV~r}#b(qw2DtGE
zCM1FHSEvj=51}0mllx1nu2IjVe5Vs?)c!0VYpAF2!>r<v#=S2y_$@#R5_HJ2R;Sq-
zrf~rM5Ioir9o3v_OZ5jLU((ZGNaNMuJxqxPnX~IplB9(-01~*oY<LnWefiKU3&HE;
zQVaZ(ECbjDEF6i{1QWlT9nhA}1VE!d!t-$EH30<bsCd^y3D4rQ9@Lv2^%VPEVw)wR
zl)I<@l9|aajrvbIFOcCl7jYV<s=$JU;0=xpo|ej6KoBMZ^vd8k#Lt}cFo1OhVbHZi
z<6ZYiB7W&CLwz|pb(cr<K#Cr9pP1A~i?P-Oz|Ke)g2b<f9pCi85(^@#g<{Ym;*<mm
z4YOKP^-mVXz!gL!m85(A{728Tc%z4`A3&0lh=JeyPcUb<61<In5(E5f-wKOeJOD+H
z`mwgIor7RO7$GA71rw7@#Iz+nfZU%>O-+qX`cL&g#K(^uQVR{%Fr|H%R_Da&DoG^Z
z%>fm|pzqZD7{W>o@Z?X2M@q^fefUop5ky7}&mo<c1F&x)9JMGH!NQw=kV4b}-={4x
zA4mmkr%U$YVB;&TxACe%)(?51pYFCnxVNppf?U7EJ~6kqu+=6I-0t0i;&BP>a!vNM
zUxk&WFZ;%v&%uu=!Oeeh;C$`d`p>s#K}KN?q~K4NX+>G)mJE6+?8xH3A728cL8l-x
zn)MgrTxO<hXT!V$PRRGZ6#>ZYyE<bh5#IA)o&HbWXRRMj-X6?&$ewuc`ZQ%slpURC
zI~HDe>fF)(+2Vvh{&2GL!Mn;s)2C4;ZOzT!$6-JqtO0a1+{kt5yR{c*;sBj}ublnC
z*JmrEvSViwlI3?}%X~56)R*ltq@Z(mCrKu+%GYr;I*=Z4X6+;@T)d*hAlw!kE?i=N
zK<i!4^T(G#F6g|x=<0(&fn0`DYdy`x#>M!Wf8`4A-@cx{1jp%|z%`n{zPp&XXkJcF
zJs=<i>|$D2Tk5fA!8NJdp5m@~Nfo8g2A5_n-x<w|>pK?7ue{)X925Wcr48s6?&bXN
zxWDK<Iaie9Zk`+Q+8oEAKOF{U{GFbs8B3_lSeY_ShVJAvYf69H(F>L4=CXhP{V=>i
z+i`hO<mA70w35^Qs~G)7OiV!gO6$ti$|^a0b=Wc6`?L~d;^Lbpd+)W!{`)z~OCMvd
z>R@15`+*c-TaPZ@SEJA6Ddqj{O_`YAbqyxC<1sbMPm<d9VvP5P73#Eis((KFP1n8_
zc|R`Deg<hW0o~4|n0QQhIqwM`MfRAWOF@qhDji&|l)2N^#Y0xG<)(B_ATJx=vv~%t
zV+S3mexzSiF>rWfb#C`4h1vVY`>a1T-fc0@#mEQn&5nkrwTN&yPRMF;T6S~sR1wC;
z)qz(h`Ew%mJAN7Yioqfe*N~HD@>Hy{UUy#5kJ>76KWyWdf<dMkeycaH-x_XKZ7Icd
z%O~6~irvv!E#!;OKdKV_XmZNXfn|03t3a;62V!$464gz$kQ!%@>--McglYtnOsVU+
z&XxJAg6;Ojrw&(>c~`)D$sVD}b%;9w8#h;N#-`|iA$=z7^dJLaDQvZOTn{PbF4sKi
zCt@nL#3Z4VKoP>|)I(=sv<kGfvHgk$<aqs$xs(vT`Jt7kTpOA;E_(KA1gV=PPbv>e
zLf}k?Os22<DLjkRw{-@uGtfMH4*QS}(2zHX{85cTHC66eK;P<?m{-qd1qs&gdVZ_m
zyX#w5h>dvFT6itU^|nzC4NhP8C`C*7r-QRhg4Mah*_QRusqXH@opV<}9Etz6%c&DI
zM>YA${nXmGKx!yQty#!A$ug@4qp4kkWnJraha5`)Um4nCE+<6r76C#p?DyA@HAU2F
z-N&VJO&#~px~rY5lj`#_l`=Uu1M$kM@ipHXca6VBnrKH^V&|Q4J-A~uC0i$RdJLE2
zRE?i*zN~1XpTNz2HlCn4TsN+b6N<@Q+sj?(^0gh*(r1z4?qe8<>_%VO1nA0?Q-;!h
z2w8X}O#aJ^j)Qj6YbN4@c+7FL*|PPd>l%;OdSyv4bo~_OCUP}sz#ZbDdS`e0E07GS
z*z#iVSP63D_U126b<f2_f1<$bU)M=Bg&Urb)?GdZVR=B485tQ_f8Z4=p;oitL>KVw
zJs12=f&;_Qcb}T`YXto*VCADI(QPO^%;0&FPOZEsQgadp1;5#=qFN<xA>+gs954;G
z-7gg9-P#zt-h8CXb;@2rHfuRLcnqN&dE}u?-u9_qZN6O}9PM>IK|{96-D0}4fp70^
zF;9JZ!*HdJBTZ0jplf4z`Jl^AgvDBA+WF_EQPS&SAmf)cXG<@%2tFrRn)tQ2_|mfK
z$=T{wwD_!j&i&oZKX1B*>QLPPSu%}A^Z$%luIJZwh>kt40tO+eGQj<Z!#%<nY*tc@
zGnjolEHyxaS?exB>x@eZ2MIF%o-K_k6xCK1xaaBx;;xG0jiVo0V_(uIBE=0t8}%(t
zfRGlL`0JNibC-Q&XXF6w94X}^tzPx;>>#YLH{YZdny*M~C9#;%ne$Ek%V{Z7<3rdE
z=Rf~qNhJ*~vq*k##c0OY#V(!jvzjTjnv&wBnE*Yvdh~+Uyh>$bl>28Uk>1fYU*wbR
zkyW1Mx+$NIXio}js7?0TqvmO@=lIY39|CDOCY>6MV<|UED&A*u3O9cUPO59y{&Q;Y
zQJp4<$R7Ge>qWeI?$ng!o0R|)X0*321#cM3o``+Z>S<K~v4wdALK*HtD-QYx)^!F+
z+8$52av!M?VZpt+Nm;3;%mN>)Xrkq6jD+8e+D-Db1pH2My5%5Wetv_CRlc)1d6iRs
zTCHI^_mF$YD=R-$d}3_+#tHJtxU<T=;PsngGMmdRO|-qA=53*<R4Pcx-0WHoO7AHC
z%G1u?&m_c(XV*$bz#if)4fB`eWLfp+_^@4*@d3=|is_HL2y?vGV_d#RS)9pt(jkAZ
zt3JmeTvI$jLD_n5`)zz1?b(v2E?2evgRlMB@pZbF;nPZSeHyj+u7Ka&>!P$Lc8;sZ
zLMXavVXOwV+9b*KqBAgl@eJMis?YYcK=QT991vU&XJ;(vfSgHdE+ny3e_yZrX1OiY
z6Y!Ko9*L*b!uknx$alIn)TuxY*mrBvdgOy>m3@(rl?`)Z%Aa<j;$gqVrj9PoB5YF3
zX|Yge%t=Bj?5lbD=28GdWd>S=l<Q}yc5&(fcmrhcl8%&^C)4D2$$HnrH&dm-sbJJL
zWh8@_mZX+3ho|0oXiwo*mK(pY$L-M(I|-c_fo~x<RXO<m9uCB|h80w^Ge<m(?G@V#
z!jzb%l~l+)&(_ibZ+!-njq$ZK2LKs@Qm%k3(la|i{7&cRV?r@MwztZr4KrMXw~NJX
zx_p@5gOJ)<BjzYBZ`Si4nWO=N5UHX9G7@h2&hSfO5gkIIa7rDF;~3|}%AX$`7%}Hn
zkmB7Lnn?V&SO}xfg3+{a0nav0c$(qIB+T*M#&qD0mwetX|42XMsWUz@ySLon6*pHh
z=q-Dt(^cC?3v`7}y1*ykK5Mc&=-=*F-BD&nWPx2Wc3H~qM1eEFB|7bDTf*&o;oHac
zRZmK3R#i~4S=P&7-%J|)c;1ql&Nb)N6H`i|R5Db1xQ$oOVJ&?Wh0JDMChaC6yb>BF
zY@lNwHkoIpzh1=CZdf!tZwiEgz>6*K@ODE{ebFOF!syGSH#0p;3Y}-DzUC(Ft8Ff+
z@HOsZUiAIvKxe{G(X<CP-fdj-32e7xh8X-W%v~LJ9!u_KxkXUdr2_rWqs&0#2!prg
zbh6?5Ept^mAi4iySgqB=u?kC~#3aSY&3L|RG?T=wJjkkNS%q$-x4Z1BO6l*u0;Xo2
zmGZxq71?P?rzq1CUT^FuRm9;>u`+e^;`0#;G7Dj6{O??+<@42}F_9yplQdl*a&bTN
z^a4s5AkmptQGjOu#=f*UWN`|Kx&aLMwHi;-7_CmD`OU^f^bkl-tK+CBDvNTssful_
zWoNLT$+FBki4)!*=xCMT!02o<(PU|FMZ565-uFQNNm3LwC65CD<>h(TUAwKRv>Ve<
z<ESw+pG<kP>Nj;=vCg)ahP|khtrH8xQ8Gp#%ReNKB%O`N&Gr#|H^@c3{6pQP5{Cnf
za;NM5yK_SKZ|U&x3y(Wr&(XtR*Ma#;p#>xZjKnc&AJ3!Zs1?XN9jZt^<5+F#WrGgO
zi(E_b`N?-BliO0l;T?Y9wsV{LgT2eRb7S&%qChbvqKc^OKajfB9zpK*hpj_Ko^Znd
zybmYSQA?EL=co|!<t|MAJfdc#XWZdPy-do#udMCJ6DXzB5gfj6qh<NaGa?P;;BGKX
zrZIKfbA<%=knB}W_3Yg$WmU4DmQng|ubEC9z*K-~0Zl`VYm$P6BCzk|=hdU2TE8(;
z+C%W`5%UIC&6Q;yIsPiOEl@<RKv@}^$A`_f+$S3g*+QGUKQ|SUd>Z@7p1kO&<P`U{
z*xC$smDPLu#9C!TcYNJGLg&xnlxp;!#g+rM;GmQypvv{kMp6m<l%lISwHQxrjH~E=
zXu8PfUfq|@RNGQJBd$&RI$x5!bWB6*vHj6{=0v<ZPu~UVPHY!STi(n}shrf|XDv%e
zaz&~YPnzgd#|^Yj+<))$(Y)g5?Ezc_*kur{qL@ci7s04_eSO!HZ#A*OZ6~uiE}_vJ
z2{#7in%$*6-tWt^qbmNoZ5O{-iM!6LrnsJ%LB-+7_~vw@JBrZ_ukGW%26BxMS+EbZ
ztCg>PY;5H1?NH9@#u4K>I?DXxt+$wkRa*0yG!#cemufoP{v%UKkiDtWp&s#3*9Muc
zesoOJsoxX(FZhzb9*b1}P$E@+GHcT%W7CV)mQ9-JR|p*cd;N)crs4qos8j4=0oJKX
zEZdm!#BNM}dWCK`ko=Bi)k>_mscET|Y@(TVdw-qGr>@^!Whh}fRt%`@D^a(Vv>J?`
zo6VAkt4}*p0S96WS8i%TUDQEK!U5b97_VAK1GBt+k7Ewa5>_sDa*|=To9+Qi?5zYx
zmb|U`y>i1h!dY!#So7QOICZEUCAoHhiV<W{T-uv1F-$|tpE`064_-f5*gVd7+yR><
z)j|}Riw{L6w<MB1W;v-^x4px3&KsNJ%cC`rZQ5}}IjgDR0u&d!-Nsx-45z4QgxshZ
z6#jIppal!rfg`x?Ec{JZsP4Ry=O%OjlN2SHSXWogRQlH+M7IHq$IAJl_AO_c4n7JQ
z8i=}zd|~Bf1-{<IMuTfC4RQ0CQo_zt&l<yx8Z!na6hOs}nz5)=xofn?svSDZsaJSm
zUp<^I61^rn55HpXPeUU;Oa&0RHC{l~l7owd$8|&*q2a6;kmT}*5%krP)XlMkm&z^J
zQze<F^;^iGVZJ-m<+{b=Q0gV<l2U>Q%ws1tZS`fYL4qyJ>ES0byYN1TAEp}D?tji=
zA`Dj%ha?D5z7R7j&<{u5)gDEE{n?M&TlqZroubdi0^XUX1WXM-o!Ghr<AfTUNCnAE
zTt>t(&ywz?!5$pi?ZaZQeq0i4eeS@}UeU7%u}X`;Gf+4FP^nt~s8s<7tszJjp}HII
zU2Ok;KW$rA7qpkX{F1b<%{WGGq}4KBTuSH;(qh^&*Mt6iI`VOo-75N%gfzKf((Naj
zOh@&AD{w!YUn#;wYR>RRAi6K~%RW%w|C{TDg#}5ASffzXyoUF|lYzA1O9fiPO?N~x
zAiclDW7)!jDHAKy-sUQMaF?L1Yf2h3Ie+61qpiVu-RsS-Ib&wNBqePV9(8^|=q>%1
zv^3ikTZ^{UVNM~g@6T<^{BjqEwMV(j*Lq2j62>WFe(2W|aC7BD?#<pA`PuAQR8UW(
zfR?UI&{)o^?!s>kb%E0WveKL<KnL&?GqAq?)s{!B5z`Z|zr+e^T;%XbF?A<+<z(~w
ztet3#7YkCuMPw&*N_a{+4x{Dkk3LR6mTWcf@E)tB2P-;p!pA)na91u0i;8Zgg{w1w
zj7Sy(I1ctZnfG$l^Ip$dk*#XIdr|a)twvGJ&vx5jE^6kh<?ZG1(s%!XKTN_p9BU9S
zO)uM$<3Eq;LR{JPb@H-Pt6ayZ^VTTBqiwG$MGt1p9S-%|H#?I@iNlB8;+`&0#yRL)
zjZQ7_I!4t0q~<zd+66mSF;3|F0BuS9_+cMF2Yn^!O0+pDHv8zW#eEL+_E=7bHjFCN
zvEmy{$(z4u4XGtk7Aa>#)t7kU_^3awae!{@eGfvCRYwkH9_wq#8OiZ;#yIe69zIj+
zuxuzdBV>XOcA3nnP>CPiHOcWg!HWW2);Oe2AV*6&V59ja($AHwz+JngEv4VwHc;)?
z%V`#jyg@a8=jflwSn}Ex<-`6Z8^+#&vcwm$Ltz0&8Y67qs~tqJiawt3UkoYn?`}N0
zCA~c0+k{+&l&CDkZDspgtbAH~r=vYY!jz$Fq;4$al*vbt&>+ncfI%Zy_KIrFu*H5i
z^8@&a&pOUR7hbX;bh}7kJUh1s1(%YaSXe;zB(&Jc#bzuH+z=cYO1faQv7C^Q@Nc!`
zv!8WK+{mxx;m81<eSq~<nX03h*uM_6`G$6{rK3|tBcM@WNnH9C;(tFu&6ZqRl~yEf
z?^nybE$8N!q*_t>&G$zqR~TQj=y`KlbN2bo*)2c02usUi?K+Kk%pOyFpOe_E^mg<~
zh(m+j%%6YyhbII;uW%ewLrIge<KPB|v2Jv%>{08x(&0geaE~K+?uEVGt3u!G{w7YE
zpGBqLp4D2UC6+1<qsXUQq<QAdOGS5R?HMlqJ(Cs8`vvxyU#?k}gSBeMQ0LZircHc2
zx9K|`oka@AR{A6P_h(*A;oREl2=GcNG#So^+88tNTZ{Wql8(Op-=$`21vBzPH)DFS
z{8f;TKsn`^C+`Z@E6=UOMyF!KyI4!{S(~@B-=uTQ2W0uSESEMPGtjmOz#`mDM)q!M
z^v?_`^}<P1HTEOs&l~c*<vGiN28UW1RW+Nq@4cA%(?diX`3;Ku{&bC!#$K6@&?q_c
z?CPFWpQ6u2f!6WDv!WF9BD1uX*w=5EM6u=2wVnIQiOZ^S0OjxaH1a%IVlSv_hU#sz
z?F|vNYmnmm_lg<XNpi8hRFt*kFB+>zl_W}DeXq_p>J(k`)Ca$+zUK`7lZ*)WuyBbF
zDzO(YhvZ{4W2wy=56e`OLK+wL3Zj{Z><UsN=XaTUh4D)@Aoer0-`Fq3?ieUZ(qcll
z+3<n4YFm!f)VObm1okJrk}PZjHR%sW-H21zZe;!el4umpa^s`VgQ&yD6*`88v@@OA
z|A?fOc*layYUyh8VqQ64g?NRH1~`3eI33U_SH39}+cNHZ+qDY3FP)G$mw&Xo4K=<)
z-T53veufoxb!zn~k^(n(8!)_U+%kpXnfMr`^G|xi@=Mn}bbB!!$A6+ZcoW=o-ZgzN
z`q%7`y0`a|`DfQ)F2f{W`p<4ZRm;MLr%~MX{B@%Xv3~WLlL@9v5`*UtETz!<9VUT{
zZ_rIH`o*s!A&kU|d!C!THz91&t9ZgRl1fY5mKx`1gZ`8lD)uw;x`OKrZPP2pph<79
zZw>v3CTbqVLu)t~_3PKK^;qPTXP~75K51x}3s{dC-t*#x!D}OJS{YTt>A!VqNi6p*
z(2AuL&Zt$ikaXMwY;k=Fx*gkKUZHwoaT>`+l5Sp)^%QU(;KQ77Ij&bx#EQ+QLdKyQ
zs>k=0F+nnxGr;~2+BV07qT&X6UWJf}R+>qbhxHA4P`;1S2Et|8=WmS1#;xA+TL#KA
zxvanobVu{5tozxM`1Zdxz~7jT{oWt4F?;2o&9`zG82ASQI<Tb1rv!5C3pu%wb4zNN
zi{R=3dHZ6f_hjUYBdXTgZ42vLIlk(mhf)@(?rW5cZA-5<gq=E1mYITufp(CkUDq$u
z&_+=`j3yeAF`HjKS7V2;)vs^vl5vg&$~14|ao1QBd!Dgc67k}iKzpsztnCW7@$Oz(
zhs=F>jsLv&g3-=2C)0gRIYNy88KmOH?aWKV$;k0>{${BJiE1%k?J|m#CiXy}>=Z|h
zii#>vc_(Cdc+t;WUBwTYntNG8s~sQv<4vXw;q+IjjO7mB`OYB*kbZ|2kbs;2!b=*+
zL5=>}-ih|A{9D|+#4aKg{4i0qI`L=P)_DHE`o6yLvjj8nr*ZDjQ3_*SRsOYI`gT3Y
zUwVC4`+A1u8!F%J+a3zr1)_~)g*&L-6{x8Ir^a-fW6#$1eggaOIbgspC_w&Ek*MBs
z(7nm_7RQ{w%b}t8o&R+sxSL4rJWh93?6M@BkqKi9eS#tB&-;t%YV_lGRh&s5$Brfx
zO0e>EsKtt>`3f^6kXFY&77Vy}{_ViW9m*8G?h&q%>wgtogxy7w2)r)+oS30Q!|t=j
zO*}XyBf!$aA`LP|5%^qkm#a&0V`HrU;wjLC6bCj-hbA4*biEi<rgTNB-{(6wvOiYG
zNqiOWaI@&tkLJEs%F|<chDs>Ki+(cc&2xUggmWC>vHwbiyzxoOIGa$t+sD%lS>wSE
zUa-p<>m-s1vv1^uDYH<#bXvkG;0?9U3<#JCKK{iSrg^q=XMOJBO;q07D=lt|c9{gM
z5NqHofe@STz~%sVaJ5;RqcFNllnIeC<C&KGMF=TP3eoaB3r%@xdEyVkuOVdGl9zi@
zF5!t3{$8*muVmY|U>!G$giW4hAdp+ktsEJ*zJLdY`ifOs@*eK0B`6$REJkig4r#jR
zX?Z!1+1O`q6;?fJ#c+b{GHKsiOzG<Yoe*`~VZ>QrxO68mJq6J67w$bdE-}$#IAXAW
z-DVYw6?!h0e56EzHnSEawsH@Xyv8cxM|Ya=<JphzH&bepWb1w78E^DHiX8RD)e9j4
zQ2HzSKiB?en+dt9ikIFW4|Euu-hp4{ZWHPY5F~Se?a(p@U%D(48=ub6bm)|gzSr|V
zeDo(l-xP5g_W#gymQi&q%^C)RLvYvNZo%E%edF$~!QI_01cxNJli==df#B}${tY?z
zuC;%`nx2`S?&|8Qx1NSX>5Tt8Vw!Rq^&Vdb;=1t|BWcAc4hB?Zmnmp9(#${Z{T_ir
zUz?Zh$S$22UEAyuE>?BlU$dW$Un?!uQU(!|_5B4dAI1-#^QS@ZB}~r+7Td8|D(;oq
zMD+4weTidq^xknU?e}2bAlGQvItO}2TC`7gT9Cl7oPeDz)10t9Fs*(@C2kLsUrvjB
z9E_s%U#XBFmiDaHwDFh`oG+_-(w|EV{c0{ZRYaHiS<&H5A*Cd393Oj;w<LnX(ek26
zCVqYWwxSl<UVlO{)gG>d3^M$<?GPQ?XO#?;l@%SuuhW|psq!}}U$5WyGE7+5X!Qh;
zA+c5ro+bt0K%fxr4pER$_^*wP_h~A@D=(uadRfnm{>-O!SWEy<^dwcS?xDM8T=^4m
z8$f80xFbuGHg+#IRh08~c%HQ=^Q;+%NBd;Ta`)X;mU+da`i>=@v#hcb2@B_{dzk+_
zD2Tn-LWg9tJ4OV^aQ8{+q`iwos2~7m+FXh}&`jZM&OY4Nf+w9(WhVgMx@_?qZ^)t2
zC=66blye~0QvMg*->;s#Y{gM=wxDg#tNvT0w6|K7$c|}M36J_(U+>gY5wC~*Y1Fru
z_(WxrmFTUa!dbM3xvt+P<r}|kh7GA4NJfnvl?4yPfUz%z>iCK!0%=jra;d&}sFmnN
zB?Hfa7<M2`|0O<&*x*F>H~ldd8S&oTX@Qzv-|fx(4_U!KD!(nt=>6pgdg4^PYF(QB
z=)KcZBJv7lIIU&EKQPEJBpMKEbM$3NMpA=3#-LuQ(RDCFil{wDoPn_Bv*>#u!q_bF
ze0ulR&LK7-y#gu_i|i&&Ww=VGN$jwtM)9@D_Kc`l2Sr6i$}!Ba4fbQc8a7ta&~0KQ
z1l+nKuGVYB0FjSGE%r$G$D}r=laQJMg_`WYr}B%mDQL)5I-e5ct_yZ=o+fL)qfk;&
zJxP-NTLubXXMZU741Gt*@t@C>wc~SlydAteIZCZpG<|#|rW`6&04dd~vcCIEZ?*`F
zIx*xDVc_Xm!wex)>a7V5@ft(nygH9_0T~mnfWs287avgIp%0>i8YsC~KgmxuPEuA)
zfu?IhVI-b@$dY}deEyS}0D-=_B|fB+1}Hby=^)$?5JII$SmA$PZX#&LA2W(w9MFkb
zHB$ir%;9doHj%l-+)DhlD2id`PWK9}-`-=ikSZB~GoK&p@S;j2O!a&UY6LZUN|u#f
z3$N?Z!ljIBB5rYS^>EPUvLmVCy?|6nU{odMLCr2L&kG5%6$?fyA(x7U-m4y=qM|X6
zGKAH2z;Xxyx4pZaVT1=qbM-j#W^c0XZaG&PJcUIRPE$<0`eINdQ72$Fc0XnG5y6jM
z@4P`qHE_`tg{ywM<<ns`LQP#~Gt3;*6<aw~`Ervy45V+9ZPvMG^4BU<Qnp?!mELtt
zh}4hKq~N)zQnIq>bcv8@?ssmQ_L;K=xxHA<nr;sp%;LB^WR0Ci8a@yXF=&c#l3Q?H
z-6E!NDHT~XynK$0d7XPUMbz@L%VjcmL+&#%y>@FKExnF9prVkJ#pi}5?lMITzW`<`
z1hsRjxWF{=-1$7&eGfT!G+~c+q*nw-D;761!UZ~(S|IRFLaSf5@lZ0A(1L>y5~=Dd
zF*kF<<<YzWq<{gL_}JNsdShs9<h@h=hoE*Hcg3f}%%?LHMxhw&jBlwFa<jFcfN;Va
zDz%d}#@&;BtJm2z$s>7VK+7(zLcRE5;q*7&nD?9bT}`VdjwP!M&yS)7nB7WYk;;Oh
z_L~l!ff~iuuh>;)uaVbM?ecAn-OPU5a*jzY3%V?z->q6N6QJos1hd{N64wrpe@Y54
zDg3qObb`qN-O(NRxz<aP0~O)Vzqg39pAu^fl?n;&L);nsOaTFG;}R)4teP{f;$x7L
zq~E-S8$&N6=jJp7v@9w+L?H1K3)0Nq)dw*`8X9TmYrZ1zt%sWk6)ERNZb0}_LjP>A
z*j}f#^VcJ~3PdBtFgtUCxtUlYbB5o2L;!T{Hn1aP+8)AV+CJJN1|D3cAXV`s=cp3n
z-xme~uenwq+yRN25IK;nF|84iR<i;!<c+Cl0_BYI;akt2?<BVl71iKmjN;Y};f}}z
z;mPw{xscplqr7UNM{w`1dt^#dY@1Upg4TTI1jU9vD(}qFF=EkJXkh^>z#Hs3XBKrN
zd1Lm~1dnLm<Baxfe(~A}E#acr-YB>*RC+p5iXHh0U4@B|>g%PQ;E=I_fKRn>i`48%
zA(0jRl1Q-_-AP#)<8P_*Yi4~sPUJ^L-1q*?31BUZ$#FUy%EHKA7|nXt#4j0yalkId
zWlt4-k~x-A($aolDl`3<3V7GnUOu~KL=Wd}wG3)9_0#P^b$@?}lQ%-rXQMD#Ymxq2
zrws9HK~v;K^%5WPeyG`*o6gj~4l7>;t7Goe;$59ThMET$XQBm?ebpQ`HsE(J@}x{I
zNpgDqWs8uC2IM5o7JK;5m@HsX@gNX>>a{dZT!Xa$ks#nHP0|fdzH*O#h65bLl9yne
z-HG|41G%yCBF5kT%*UwFFF)%2C)<vydM_jO@v`S2<jF|HDagqqup8*#RS6c51m2TZ
zC6O-$(Pro!-*_d4lp^KUYK(vWq)dM7mgMtLG`%Xq=<oRKR6k1OX&U@I6hEHHn{z+R
zDq}+Sd1d%s(}OV<j|0OPBa#+U8Qix7azPK61$D4otnl+m8}2!01V3F<RFIx8>%7nh
zXS26*?J8#nYv*Ft?2R4OitkT!u*X?%BFmV3WR^Hn`Xx-g-1<;e$EGH`zbN994l|;u
zD+mh*Y89mI09!0zfC7mh>M8Q-?1L8p_|zUOgEB$?>Sv{&UhEdu<3kP|ct7ciQ$$Dn
zs&VqFN>zFM9nZqtN(7v4LMIO9m91>WN;C<13>UX_1oNwe@=1!Qb7Hnwq25>VNXTqY
z6yQj*Gi}OkGP-WmrbI7E8Ypy^L-uc;+!k)uRkPjGPzI8>i8KYU)KJ%4K878h@j9wQ
zvd}lGc=(A2sZWj3r08|oeLXD*EK!hHD!deZVpbys?@<^Du#0O*cxn>y8_&DGjPAu&
z#8mGl@k7FQAIVoExt5jYsy5$XxQW?uInr&ZYt)-Mj^VfKtB2>MWIQQzkTh_g8W3E`
zZ1><b5P)S6<!@UX5a|u=6amCIzLc+v?;VZ~x4pd$i=iYE^_XXdFcRWpDvrrJFA3ZP
zL$2LY#hub@mCq*37NIPjAnN#&YA+g>wjKq7Kj7)fdo5>0t+eP1K$O~kMUB&^&!#Sp
zJ^CvV@e4&AmaOUP4|5P3+<j8OheEb`pZ!&8<Hh5u6or)JIY}fqmutW{nts*1IU=fa
zs(C)_DXu-ozCNfNLitQ~HTmRFMxTxxL%C#5S6J-3x=W#4l9=Fpd3ovc6MVty-zb^A
z?|AE}G$nzMQ6rIeXjzr0@bwt8)tV#wx*vk_k&L*#s##_=RHbI7`G5$YII~TiPM(^V
zL@c;u9T8{4Y~;H(bY0I#d~_0y$gs4cEUWBbtuD}R2ioAo2s&w=80ICA{;|$Xh%eut
zH2!#`j>7KiQP(nh&i8}Kr9a%x)J~B6^1N$skB+a{XT)0TwV1c5%s+y1M|Ytq-F7Jj
zt%8qWuK`P5Od647$FMHmfF0}!kRuynffK-yhzUi~ZqFtwU{pdjU~mCRkK!bVD7oC}
zl2qwoWwRPsOrk|vnqu1>R|Y~(7KN1XuTCB(x)iTKI7@6tl#K>I&QZl$$F#Yx?1t#~
zp1Cqwj|X=Qy>*(q(Qoo~2Z;BW)L)E^iDc-7ABkm1r?ImFGBk9O$gI-brS!L*OkY#~
zhOO9f7+*`zg{S#^@AdaPtE43^z+DXEcZ3nCr)gmLOo;wXL!kC+<zu*0i<BDN`NoqD
zT=gBWq?@C5{#8&;l9A$`dHjoOTyH!OCUsJn;_UdO!J1My{JF#PfTlQ1Jw09PC*zCG
z9|H04z1!kwH33Q1T6u@Jxaoxid8RkB)Kuh)pt^AkQo0a~r2all^8+lPf-eZJlPts^
zP!q%c2>Kuj6ukoVqp2w=DL%&rGBWTb+viN|?3icluf^ZLlcji_8<<N-r1ks%qPQlW
zx0ZP;ic&Jk+btqz`|vhN{w%sQ+5Ibv-3f(6n^a6LlD5d9CA|XU#>kEE)heePLPh5J
zwqb8{GTwSv7cl86Wwh=NNJrR$Sz>w4Zwiaw1AJi$b=Z`z2*w8Moc@|FYS2)mRb(5X
z<qjG<g?R(nUa?4otsNnvutTs2v539^u=wa6O;8q84GrA6)WJt-d|Gc-R#tZSGojl_
zG(YUsz_)ZrE{I&2=B<q9SG@q3Ue4_=>jsuvp7IdmQ~{cZCfE|N`i!kw9u<ZmohV5$
zx!K3ZfY8q)^=Nw!8>m2Ipr@y$6@g5Bq@d_Ga8H{&tbrjlt2Lu3M(9wU7Op+8X(zG^
z^NZ0l-_qIOPqsrtt5~*iSS)lh7gsj+qCfsack9x6hPB}-@qCvPRVylEB1+lTe7L^M
zlD478-P}}Iq^rEroUn?7*jS!}Ht&)5vJabrs)mMvKC7y4&#0Da+OZ+YsfL4rJFBHa
z>UT{gwVQe6#-g)N3SmU4D&fTwW?-*?BtbTQm!i*>C4IPN!|J^1KhlsE>9rVDI_#G^
zB@8bO+A$sx=AK#g*U1+T+y;V>sV8{oq3A-O55+JSNAnD#cx$xFK2chq3LI$Ir8(Lz
z|EzS^h|xIua9TiNvx`OmI9qC79P{cC_`}&iv=Cav1(Sn=>V9$)L?Y<sL0!|0jK69_
zK0%zAjXcnBwqLlin4OvZ4A;MM?iMR+>$)DpKq9gqU_<%=3%!XTX>I&V+~DxD2`$q;
zjKa$p0>OR98bMbQFKEPHbQm_%^Lgb<tS0o^xem0yCE6?b9{%9^0FvKD=bJeZK?Ozb
zT{>$4tOY{*G)5mG{772rs17#mxQPbw#wHy?ljt}uq1nX2th+-$TX={C*ZIgqt$T_}
zL0@!LbK6C^My8>=-;h6Wc-J`?6x2NnHi{fl#8?16wJGTt^1(Me(hmRJ!5PxuA3TF+
z;!w6Gb-TJZT$4(W;?-Zjf`yB~p|4wVsKqb7HU;29uYtbtSb|yR8G(m`oIfKn|Iiz~
z&nR8g`o#`;PH@4tvDK@D2vS;HWX3#~z(C-UK`w;t!K9S@wsztfLje-cAV_&Gn--zu
z0!<+@{RU0h)P-g|UUDiNTLcmotBC{KG?^?Zj+gaYyPm9NMqOD68Wc%lqKe8iJ47@i
zVp_M@19Oxg%Vk{3EiQev)Du%NRpzdiWo*nT)5r|D#?V;BpA9^VYP^&Utrg_TJSVux
zeo76^1yJZzuT=*jyi!~FBFy3<N`T@5`xrt)nMcJ=h$WSkdX)y0h9}djdGkwHP^D)^
z@Mfe`89+v`_|Us7wjPLZeC#;<5)vYl&tVtw-~pi#)VLCOVZ^(IEO-|M51!=fvCQfz
zR<r~I$uw{lbkln=m6hd6DiXB^SKeP(L^Wwsar-<&cUdk|F@sHSi5YA6y-DfajM&@V
z-gf0{Mb&7gHU~95*uLm}Nu{(h)Hlz-&8kldXBB;cBEXJ}bo?a5&>aq41%W|<B8@Ht
zoyug(jR7S|Fl*m=l$x;4KQbTKLuP0@(APB?8u;<P`GlI!*TZn#HOV~T!)b}hZQXX8
ztKq=6dGhkTFXP>HcR3FBHBpFVmB#6fxM{WgEetxL><=fJsjd{$Wpr@_*{rnXyw8@j
z;9>%rJo~tcrW4H#q7~Yq?B9<Dl>5VuHGy<c7Ccq$xyv};3SY9c>JT$|Hf1>BD$x)F
z<rs07O3-k>D+wYqwE-bCj(y+~qzv&+Czw!82AVS$I29-I^{c52pyZeS-U9>0de4cx
zUGrd&0*y@0U_^pU*ulgmO?CBo&8259(Rgtfqe3-gQnzd%Ud5RcPEK-pa32X?0ZE%%
zA;^t}P>ed04WWIX#1WAilfBe)s|V(G1W#ERjUk7icecaRSyXk1f`Y;?ry8Z;b2oe-
zX&6tK%B$VWRm~i)HdW5KZZ&+IgeJ~Xbv*chnh&43UkwTpCF3#a&8=N$94&RHn0{xu
zylf8!(RZhw^Q;ThvrtNKGkx>yBp1W^h`h_%4N_)t5Ro{YxL>G;Bvx;?HixN@>0CZd
zHbK1+;C$ll<Pq=@ipk<UZTqJllPVt^`A<4}m9UwY=MrQu)P4K+e4qf+FbuQIT1W^4
zKjw#wY{XEc2BaM%Ol0w@%fv2^0Jy**nsO6i5@v>HbNp~^Rq$kWJ!We9sGcGs4ogFc
zc=wd!!TQgr$O=0FoV-iNf!}PEQ@UgTK?g#E&aAG9pnwQ+q)K|?j?Y`ata|EHoMbtm
zgjn#?2g!gzdy2CK`|J&y0SPgN%giX5hnlS?>o7|Y5#(8I%Jgv}p@DC=?NolP&poId
zqoQ0k4Q!O0OL09s5FCsZtRGAcf?bh$eK)8t^(z7l5|*n`N2cuqqda7qc4TA*D-=3T
zfwhk+vj&SYU8c&qbb87MVt%3@Sv7XTISN($W;NT$WsJj9&PFn{*IN^HCDGFvMmwKy
z?(<h#M2@0b1um~HtM$(d%^-(?eCvalh^j^`%TfJsRj$9Bj*#+Ct+}~k1WHi9Wa)l>
zi+!z-S8qAQk;<>q-avRMYn6;Cs5;@;?{w>1wA2BCsG#B0jD1EJYzea6`1NnW7K&r~
zevonjAFy=Z&RM}*#JDpEc{4=u!#+`3OE}A2nDO=a+t+)-Va*0kPf_K|uwHsSR0|uG
zBwob#d|hd<xrrKVeoawPA7cH+(1;~cMyJPyx`gn0E!Hidra5u)8hO!$q5*+;X3%5@
zS0*zise`24e4gEbgN@WLD->|0^n1W&4?O@5Toj@aJqA7l%bN6amr`IbLJms?BT|!4
zL7ARUG^2@r>U_!-jP*4ZsdK2)g;{GzvI3Xi#C3lD<H+L?p#CVGQcd*4y2bQlh7Yo_
z(_s^=O{-41JVErnksO6Ql0>jBUqJ5}?;>r(C2si0nh@hd@G#lt&1so4m?kj}<W@j(
zRxcs#{S?6oXun*To3R}Gnv(jUl0SsOjK*hBMkVux-i9ODg2EQ;!+t8#XKm)lPziEX
z*!AS8vo7KD;K()ibK_x+ybT_f%G`x!vXlyFXfnN&cA&Q5wqnD(0!g<Tx{Au~p~%D&
zi>OpUG7{@s>Z~r_mu+v{3Np#@P-=2g|LxF{3Y-=k<}*7?u9g22G{`A||ECmNH<38H
z(<q^nKF|q`V+8s`|Bzm1t$(j?pFj8F-u3`_kzGdjJb9Je@bYE8cZDXn5qnz26xIm;
zEQ+?E=Oz%xN7R<#VeA*2@mcE!bVIaytn{J_!F5L_DWFq-zLvwoogNr`#Hdi5*Z0I_
zp<JvcR=8OL5zMM(vT10EG09rUpfuK|BSfJ3W`@f1imQ`{%_3heicqhnyweaH9Oq3Y
z6W5bmOTDRO8`q0Q;prn8ud%u?@?mwk<H$16w^>H*%Al*^!_eXU2oFMXlm)DOAJ-{j
zvaS88Z)Isce)B9Gh8YaFv)F#slhbT^J+O!z3&YXx8~T?c2Ym&4zuQQ1i+4o^ffQJx
z#Avd^p={1nM`7xvL1QH#yJDxQsvez7O%;^SV&1(lKV(0+b7+roIqDvcyqwy+@-(Ai
zVUYq-pJCL<bk}9WWZ^)xmgjQAdoDiq;ABntU>dPvU-8e}9FPKqZ=A115W})t$P0Y@
zvR0J6FncECIr3ib<Pi+kS^_c+Rd<0+49svi&ods^=IJ4<R6A}=*sYRJa>$DEZSXW1
z+4fI~swYanqH=RT7TrlC!!Pj@ES4`L8I~+w5BbKu!gC60C%?R<rU^tzbQut{;_Il*
z0CRVeh!4fQWgC%|1tKwTdSz+K<>ks_X9knspH^>JM1(?8>7S+^KRA)UzN~qx&$KwG
zm@jB%5cd+*m&;{Whkv}_+NE$rVSxP9Ylv24RH2O$0~-1OcTmayx~ilIRMT;VgV9q&
zKx9ZS1i_;Qj$tI=EPQ|khakpKz!mD{5QFM67PPH$9PD<xNxEw7$To8MbZ0VfpT>BP
zxA!<?O;-`QQw&q1PpBU){^He>m9?}r(`VpU<KDfnVxuV;Pgtsk8h2T<;AiN@0!N_V
zp>*IWE-l#Vzn1n;rx}A2bLGm+v3qkE<k<-%&lZ}jK5!68{8oO^tnLRCbFqtlte@FB
z_ONc4+6$dYQz$~H#Hb-@dTByv#prC=BD7$2B6MN(BMc78bzn{REMXdf${HYcwr$)U
zPyL+HJwe;reV-qis|%h?BPeLe#4Q7#Ih*0&RnIE=*M{NhT=8nwhGoRLyQZXpY}Dan
z;P4ACJwEgy9jy*~Pu6MpT#$jZ#W%lFY0~b%zRmP<(|GBA95GJFdxtcfXOoKywjR<3
zB2_6N4DeQibCE4gWZjv2R7eYUTdHG{&?jyAZ8kzuD8VkrYp~(B6HSnxfJk3~$}<`Q
z*GT-s@CI!-icm5{<z*4MPjMk>O%tEbA9<tNzm@TrE&j??gY<*A=i;Np4%i>JZcZPJ
zCWi%xM~}`QN5AN2+-)4u33~hAZ3p&8yGg;p0>_Z2O$LFRn1s}ydHH|Rpx>wd=<QC<
zgzi@_(k$F7JSn^^yx(;n_#BKALLD+0Y}gC!FJ%%j93aF<8%3leEotJ2@RtnER1K0l
z=I@8q>c0(BQa_;a3=7m4MlQ&~@AH^lu<P^AcQ+eC{c+DyhI?=eI~tQln)C9&h!}8W
zIv&d6aittRrIX03V>&yPGxmdUgDAW@y4(3Ten|)_;;lm#Yw<Yf-fXBKT<0~@mX2u1
zxj<kM+AZ9y1Z1A^F|{mP_AgDGJU4d4eJ1o6*<i1m<CmdxR!=<@<oZ&tmr|YZ`M9m|
zm8`c)Sp36RDn@6132i*TZ0J8GLfwD(8*zF(U?`|?;KfFi1<ILlLO>+YiT2fGfX;DQ
z1gwxy^(-T3;C?^{ESy<aOky-?-6pi)+=P~S1i9=WLviSl#!t;oR|$uHBl%BGy)0A6
z96szPEzFY;Gdi}N8lE^?ZM=DoCZA=l`lCUZvn2M)qF&UoQ{6XpizZhpFW!-+${JfK
zv7fLxfKmm$?dPuV(@{ApcD7rIFbMzxfK`lkgFj}mgqe-bZ3*;*2N`E(q8y+c-|NM|
ziIE`~=Nqr<2j|LvZp#aBBxN@7)p?H4`bG`mp><wjm<yLZ<RQ5}+lNp<rjW9Yh18BW
z-O86emvpk-Nl3R};<RC26w;C7Jr78&zEZuhr}_X=Q0l1BtSVY}`{`NpJ=0ab(!FyS
z`*>qrX@ie#Z;iQ<u3r@DZkkNTe+>IBmE&SYHK=K(R@7T8ruNzmV-v=-zKWdoHM=TD
z33+fY{G?tq40LOB3?*dk%=^SVlP}s~=nRR5e+VZ7KMduL4Zmkwc>cW~!VSH%3T(8>
zhz4!9_u>P%>Nx<w{3LkVJ*w9Uo|+hl4I^lz%QJ5D1c&M*0gpR>A^*a2x<Dip*wpi-
z=*P(DTY>XhT(FDn*L{|ti_X!FEut2|5+@2XoSDt`7uGP`pW`%l<Akbij`0s$A~j(>
zN4rbWn-4H&ESIMUzp*cMn|P}4Br+tXW%Py~;eU0+G0e>UOuD?xo6Y;nJRxO~-ljN@
z++Y%8^qVY<Q6uBcTqZT;hkxM(`iHA6&^OotCTIq^#LnqnJbm6(cqF?UxzRz-8TGen
zP05hCxP+Xj$I($H+PgDXhx)P|{(3^Y*7~CsqXoT3)FqTsBtm8vUFtMn(;iaq{Ed{`
z8Aa|z#LT>Qxd=<e!_RW=LM!X(yw})%eWD-pzbi=}4oUfeQ49PK#DGwjDjZ1`?F&+n
zMi@7O=(35*hlMGB%mwR^ci-FXj_c;?ts*gC_}nY|Jty_CNk?_u!Mn|&ssy&|WpFn&
zN_#AuN!Ly{aJ6@jNadh4saD>jSqsPI&JQsI1ap_g%9tWk(YW%f`|7bY_{D;!$F^Fi
zgR3;Ev(#|tw0qq3xUAdO#HmKc6G0hy2Np9Dvrj3#ecCn7D+0*@(bjuZz(fN7i3!5R
z=a4`ZC;T20jFVmhn`1K{1*S5xHiwV7)Q4Yw*nOa*$~DU?^p(e}UR$~?QeM&(HeCTh
zM$vAqo+K-Vj)v8ki|Zu+$R7DN*Vtb3_=ggGMKe4ClpCk|daQ??JQ^%*be|0QQE@S=
zP0F(#NCa^X8Y-OKiuRkH(l@0%rNT)FrJs|L<Hw(L%!t76LF+VqgMq)}y7J7;KDDX<
zv2Tc|Bd|F>Y$bJ?8M)ywY90uRj)a10=Y=3<$@5e=tBTlA+uZX|q$lf<g$Y~Ry8F_-
z7}_<;^%#8dy2AzRxgE3cG)2@kkCP)DY~(ZhBx)rCdX2VHRQvWZGF&}yNywN=6V@1O
zjt*I@^zE&nLPR4vAB4#=LPa^L&JxY?`5q<=c2S5pn(bbD4f>RzfeanmdL%?CT6T>x
zuc`0sd$F4OhmaMh^Uz{R<<D+kTvNY4EgfF=+}gjwAC;fRFZJI|85tOL<e%aZdT(v8
zyOh$6xFJXGb84I}oo4^2V-j@Eo&Tb1>$k;HRSz%iupRCk5*1Pq(i}3awzV4sFQM?m
zBm}KM{;1z5;CmPq(pRlmZ+KCNCwhqZrwsN!ZUGWS0=_<Yp^D<z<LgGUo82E|`0237
zv7uau<5Q{7H6|sB;l2$|PfQ=@k4BedvE_a&*HJVV7v1RGE8DHn;>dVk6@ddX`k;Ai
zU7);%Y}49~#F#j=b2I4mBNy9e);W;wJp~f`$8a1qjxh#hMPXa+B;imCjG4Tov~42=
z+;GB9J?XWS1sGKAthSA6#^3A9Z3-)m$i-SUE?ZO9;B>X6ek-btKGr`PFFS934Scoy
zT!T{3^`R|p8p?wbNcLGZ6q;UYYNk5q?6Ik~zC_2vv!%IWK*@embG*=|2dCEhp-rv(
zV<qEjpQU|dXjK&(eRgn*bgVF@qvFnvk*c-fZ^8+L$#9)NddyxY-zc8<QwIw7>6bcq
z>i3tTPL9gTXicy4qR2<jJWNEGFNNvvf2C4B!H1(sU~RUg)UwynA|I=;u$k6&TBx_X
z*&TGlDfHBO|4jgP@p|FP<cC<)u&=}O6zex@A>YE@qajLTQ{OTCS(|F>@=t$j>kD3h
zzHDN47P#`E{vs%p1nayK$v`UaD)gqsQk&^$`ogsFlj_?qcOT;KG%3}$DdYIwfO-T-
z9F%^pFD=`s=DECb#z$s>v+2MkzEi;EE6}P>b`q(m+K@k6*vj9^F}dWc_m~E>6Kc(M
zh8pU}i)afZTwmlylkA4hFX$8_YE!OLKZrXt6PQ9N!$}Pj(&9()Hvfj2L;e6}4i*Eh
z-KU)2|El7wVuY)Hok@wOR-^nk{R0X8^$<VFmlgk!4!bElFWPUchm*C$NL2=~f}()n
zkc$CoJPL4;@`!;QGjFYv)#C8M!tbi@rYBFoZL7@W*O2lh)KZR8bGhxSez0FNk7+hq
zQ;x$1U}M<SGpj*-Fh6UI(i2Q~&<e)X;DWqbKUSV+lQ3Z5{qE;>d+;6JbLIvU!ptt$
z(sb++(vYi*v!H)D$O!BzppwBe&iN-7KD1%YI$u;Wtzqx{&tR~e2rCIPjkto~>1s!{
zu^f5dP318?Q32q%r~4~LZ@5pi-WYW<kJe7<^S2yH4frJI8?x~~JwxS(Kk#=aWFV<v
z!pp;XG$keHpXOf|>Of`Ki7ilMpukf+uyGrf_h;QBXqUn^uB*ybo^Y%pC6gCr8DD(x
z-0Jm{s0TZ1i0<qs(QEgs{aK#M{(3=q)NyF5*#oL_g7BbI<b4ohud0^z%!}5eQ+-)-
zq(2Jnp+zCcv)3yQL_P1^-s|~sZY1OvgP7e6^A#S8hB7{dUIh--Lc8sP)F?b|y2ViV
z@uf-EMwhS}QU~^#$ENqOD|g)bX|pJ8ti!LA=Jm<sEB2p{hu25(J$6>ebeQ7nP&$e(
z{Sq7w5gLMb5HR=sx~U&UA<Us;K4uWCnnR7CyZD1M<#vO!34vo1UrzSzwIv#!iIfvL
z@H5FURljrLf+5Y3k7s`vi6Z#v3~7Li_q1)Vs<L!2Fb<FOT&a7Vf_G?m@yMY%xC#m|
zBCYa?4XA5}1YdX7TWM!mG#|&pP_<%bNW`~uirvPdq`u4Wg^Tdj;NQ#kfx_r}@~Vza
zH07$sIOjb3kP%L-eQF41s`Hc@5|*e9@H)u;$Rm*vQb?Y-u+i~xjlXx{jD<E4e}*Hl
z;_#BqIicfq4$?!BNPga6i4m;qevf_bzxf2H#8_cn{g1dSn5sIT7x>H?^GqJ%NWt1Z
zn2<#!!-T<)V&X7Va<xGbM*0vkQ$=J7GyUErU=LZI&cM+5)4b+A!wzE}%PeYEEeE_k
zJETVJ3u52_DP{;e4VO-u&iG0J{ivnIwYUtk-slfC+f1$|miyZEPCOu4B5nzq8TTg#
zgQ%_v?&*1q)`;iNlR#ib2GYQe5E;0wFMsLE{f~m#z5Ehc)njBJn57KUI=KQP(Fll`
z_0(4FO*rH%ji1OBJhqvj@N<Kb%ld`Yx=8F^#LvEH!)p@I1Ep!7C<EVvJ}*y1<*4|#
z-{>(HIa**ll>&c56jD^0%eVaP^m-=~*jmF5^G7pPJ6Xx?eK9_SFn=$ymok)iiyPpy
zHoX`jDo28l%)2*!#}&Lob~q$#xgL7aDeoSX@=guk|EdgY`{K9Wx0j1v?@r&|31O~K
z!li{>Z3q0z7|yUx!f0^0sgLyTT2&#3JI@3ow(}jv5rWcLf@aH5a}R~A5q@&W2P0X&
zZ*B!#0;EZZQ}ag<f=Q>c5VAlb_21`3I6fY6w5*I=3HbO9aQZf^meIVWv9#^AzQMmb
z<{wCyW67?MQDtdeNl4BI1u(zzk@r1x=Q04m0RXC$hC$mW9i5Wat!il;IakCYt20w2
zdd}AcxZlgSH+w7&Q|aIu%RnA7`LG*G;E*o-3oiM&_)>aEN8=$vZ?jn)1<pG*=^aW`
z{il~_rx(5b<fdJiqI*dl?f!8HCg>KEv83ZBdl<jL{OLASQiLw+`EW~H*3fSYvi)>*
zzTd_1m(gU+=iHC~alqv0@u}byxhkhL3AJ(mP|}l71}Y=3pj+P}+Bh$rp276D%G!i6
zm<S?NK>b0_^_H?B8Ffeio9Emdi1so_UdV>EGtIm=ekXpte+^Ky*_QKN*hf5{%fHFc
znD7qq(qKqs%p)*Ig~qGJ>^-v@ilK9#t9p*K5sduEAkBRr;3(Jnvg8hBM}~%+YRgTQ
z{;?g5fn4HjHH+nkqPrRS(`8PV4Ah2h??UuWo*zJ4(S?n1XXr1C@@w`u(-h_KK5X6$
zZ6#P<0#~hF-zEgM*lu<c7P7hK{up=l9sX+%6VeuuAD-L)s)JESuxr`ZE=RL!iueBH
z3ORgH5Ix7f(Z7Fk|I5#3_X*_Sezp$I@@Fdtfx=67b5;egnII0YN|ewgOqIA;;1hlV
z*MVK|4jBJ!k@NauL5!oxMlYP!*>9xRb4=_L0vFPAV0u-i7?Q~G)9k9cJDj84ZONm~
zou<^`tD>{Q@#1*@)>kXtMbb*GcZF&T&=evY2ap`Eh1w*26l2g{mItXCX`l!w_&@zN
z@F%Ejp<u40?6?G(*0?Nnl(fjL{)p@hxHIU}K&?skJ(S(bqWdE4(U=C9Bnb!_8X8#S
zANrl}6P`zN=~cK?&Q=MOb~_uR8GZOK=l-O2`DX@R7zPLX_u~#v{#T>HiBNI=n}IK^
zzw+#hkczY&tnQY{7RX7T3DvX=HOxz5lcLlCO?pDW5iB_+IR-Z7&y*T-Q{I>DWC4e(
zBn`cuXBIeHyj6ajH`ZB35wP$%14}MEG{!2kl_f+6FAGbOX}3>)G#1bnU+r~IGCtpT
z@!B(Qov3P=Yinm6k>lgby#qNK(S??wy*V*O2H*Dj%MJ#ktUg<fRUcj<lf{zKK+&yU
zoV*@PVYQuodz`z>IqBzj@319dUY+-!)3Qm<FrW(*?`hV1xQkZ96X~w&>d*ru4DPsn
z&;VoOoe2eS9^kOYv*5*w#2^QG3=IPlG{$zqpXt0h!f*C!q0!L71sw-c{^aT||GrT)
z@T>JyQxyBS!dJWZ7o3>s_<H`1Nib@mNQM*1#`&o^@Y^%k<f_1}_ZcQWSwwf;x0H;1
z{mlNfe_bRByU<R6aJ!(M{+z0V(0Ay%pwRPmHQ$uxKxzPSYl5sf+KyZnf$V(bi-Cai
z-B^}ie#BS|s24~&BcaOMLcc>neti@2@o9}^Sq+BY1OnRH>?L0^`Zpw3AR86$Mcmz*
zk+u$7(zTBt?E_BJ&L!9(``tbFfY24H4`F!+fKaYbE(}{L#$5t{Q~=tL%<xH<1Oxsy
zzvJ)b>sa!S;XeA@{?9iQdaJlo$Bcv=sjdji8gyP)+4d~)qC>-fxoQlqyzOgN^Wf(}
z0CwmbAjzamTqFX9JMue+i<XfQNk*@QvAX5F4Li%>EB$MTF$L7#i7TW9===iT$U<nK
z{ueNF9Hjqzxm6_IwBx$HMWRFYZoPTV{GMa{rzOm*X1x?pMG~Qz9K*lAEmtDgEv9i+
zr-T)8`D2W#VpwV@Ce5w2(8R2t;jSb7aMr^(LLqTtWFjV8Q@_Ap4~->kr@wg@oo6}1
z7AlgIH-5x)$iW|0(+~*0hH9=xCPmo&qs%a&br#%tAvu}~Z>@t8-uQ1jweux0zZNm-
zsU26IwJ&oOjSNo+fd00PZ7Qzy`)m5H5`~K$A&4Fp#PJsWyy`e~eq;Fa*H{UPP8=l+
zAgcks#O*&E8G(E!cO1QC$QC}k*Y&E7#r4@f%FCd6LVy57bodvCi(DPNMeHQK+N$bY
z3KD_UDTs*Je^41kbSVV|#!?;5`>%g)qwy<$)jKSuqyE*-bq6?RhS&fpINMMQP#c(<
zntEtk*0}sLq(~48)v+dn)jfmmTeJ%SGYSG1zs<kQd^1b`+3CfOnz3-z=57Crhs(>Z
zm71PfN=nKxeA$Q&h!;zB5<`AUI|3j@h1Llbcq73r^<L&cj6ds|kTn^g05-lc<9L5~
zduT#14X^Br1lje$BEF)`9lz86=-}4XK1<4D1Dc02E&G<;+?6%2(>;eLojgte_$fxk
z+_ok;!O@1VuMr(fU3>@#dvQ}&QX$e~0Rr$j?mLz2nLq<=m!pK!dg1)^sOs=VLDs9j
z03Ymm9uY!T^7=l{EPCYCt39?#2s8%>MU!!shAl2LSAbeJM|SXI#?j$n=aN(?%$aK8
zV1I+xJB|qfK0r0}&!x$%l|xH_EhkucD%2!u;!je~Fbln>wL%;^wI&(qe=nTL0HY*y
zc6KIcxaOA|S>Mw7p8I(3+w}2yy}`}EUpV=Fg%6lQnrT~ciSLYwCvd(kS=UrFH>XrY
zyRI=b{{!?Lp9ol>E6U}{hDKV^C1cw;pDiE3!mHa~ZIMyL4$L4ZKLfvWJdv6%%cegO
zNfm@=h5$x9&gL${)QIzakqLl&J$w5!=R$Zk0zW5H-H>DNY*97OH2Qd%{K6XkG^S?g
zuZ{-d+=wP2Zt!|Ye0p^|FtCe9z~c!Jt@5uc-`u2r=X(M_K4~xwEI(ngFry#mUtVvd
z2Z;TF(2Yk!-%GH74`Er#Z&TUglZ_!;=Egn5$NGsDCV{!_xDEryxE@I+db;Pz{E6Y@
z&6I!8r9fr~P<m)W5fXQoQn(-ALC99s(;meHpCfjV%?65onD2QJA?ERH&VlGgPjBPQ
z9&szo(N6`wS1v-6{zskaaavwFx*UNr=7XO2f8){(0%R1O5C(uH=gWvT*mJyh51I_T
zp@Q(-yiR^9=Qj4!I6s*qA<$at|B3+X_8TXdta<aUYQNbI282?tNeJWOAmoh?{j(4k
zBNVJ;AG|%<7)2KTk;*;=T0%NT7=3&8QDu+22^FO=x!ljee+`AYB5uFNN#lPze+ai3
zxZ^%2OLvZS4f-7_t<M)X<oovyu*SC6-mMoWO}f4hP!`{;UX)NlWSd$59e#6=_VwQ!
z1guyjSXzW3PfuHN7;VG0Q!L)=No$=$^I>iHSu<R80dMQG$C^8n;{K|8R|4Z#%G<&l
ziplG4k)I#euJwQzX>ZPn;TkFI99=xy>)AI>W15xFz2_Z(p`a%4dC#JUl+JdlqE9Lx
zqvXApgdpG{nXN!A?k5m?gl3kRNqzILK)ok1G$>i8swafZ{HK85PULEZ0nYQrTmKgu
z)`~MpW*k4fw}&{IV5lrodm8w*e(NT66Tz>XzgTq@GolF3U&~fjJ#Jsp7_<S4#wvg2
zwcdCXfCM(dbz?e0lo^Y;!BrX)gUD#0i9#j!56F!MO9hr1NFC9a1Nvr`^U4n_+SS)b
zn^)uQyTty%dQN+8ngSjJALCcN@kwP{?<d=;1ph+rE_ySuIlOHa>aBS|`)45Z43i!p
z_eWlHHoMp?(2BfL-uf_s=ouy4y?8-{%dRT;=WF9{-gp&Bugsj`?we<!FlWMb#DFr)
zbz}8w<?pRE%~g+`;(ctdFXNftdH3oCu5wBqlWN=v!=WiDC_+0pp8vT3ub%=aN&sjp
zS2zT#K|(lCNd>Ybf7!r$Dlrl<jODy^{2D(U5r76xJwVh@s898o3J!+~?2o-+sQSms
z8Wl7gxp#8TXK*q4fdg-lO{sKtcgPRb?@08F89FIBiCbiV0Dy^U!mXx`Ef(CI5?l)c
zg_4VdFi@U!4WZ<pqd*J`uxelz;bC+TkQkqpb|{akjnF}P6u8<qheOt+lt}>=uozfa
z#-5mdRiSNA&j7^j9moa-6Mb$)|I22*URqk=7E_x2TWB<LC(Ds`e3-_|V@?hA0xC);
z`KPpxlRCu`NdGoddvJg!mBHf{n!1|tX}uX?F)&4~42#mVCOztJCcu^eOO!@20sm@o
zP@CpEkogXa(}4g5+XWhi`y+-yQdCbf_f(1=Qw~l{V4q6WuW!`C6Qgw^ej1Mw*{6MV
zRq^_nsQ_H#@(%M$vx31v20<$Z68H`ZTLhxzAQUiZ-&%rD;d;rzB<U2m2aY-Xsm1+6
z9~j=(;{Y%pN|v3{1;h-cP6&@~z;6$uj$030i*HO@KpmW(MTcEb<L3U^VB?~$K8l@&
z`);c~rGUv1-gImDj;ksNUJdh}wH#LVf6w);Jl3nm1<+-pI^9Rqkn1c$_Xzh5)gc)!
z5w&Ddks`32Hc?;DHTXHcPby;Wq;6}z&l;5Efb*L<&1ENt^gbQ$%2nW4`G%&QJ+fEl
zSMkJd;v@oS(a~KNQ5<lfB{~uYc1)YS5W$wgfnJOW^iJw-P&d5L>o%PCpL;+d{I8N-
z3G)ceivM(AErxEWSG%ohEBm9x+s#?67d$Gg5d)4@$HZA^GI-5qjWjw7v8DY`91CR_
zTIU&Ft1I&lW^-m|>(3?46BMv5fInqO30|&+`77&jOj)((n9j%N=h?mz39;A5BczUR
zW5>Di!(qQeF)!C6iwB{gpo|&zCcpRFGyygGj1t#|*>0hIVAo0yQdrexz>AK53fRFa
zaJ_ItW{a<{;u%}R&?6>^LTbXwV!?8hAfF$y=<G^O4lZUd$Z@{@KICvhs-&idQD0(c
z<?=BV_Y4ET6$0i=9`bw%YeOh>KeWH9Jvvo0Ut|6)Od(3^a|wfoVSR~Y2@`9#9Z5Zn
zhGW<Fz^j<U`3l)Wy4`hGZD_9Si^k1;MJ`&F85nfD@45&0$gR=uT_)9O3vu6o5K1SO
zs_WV}7yspW#(p~Jj*`i*)J3p3HpIw{#Os5f>(>?eG-7Em{BvO<-V0XN&+7->65<{r
zkmGpa{FZ)d(qJV_X>(n1-J)HET_3s&XkHN`2|DHe!N2#=JFT#*UDSsCHx~1hs)<G)
zQhcUGxLVd1deOTM3F(iz`N-<|2n>KKp~-uY8geiJx=Qr`^8+k0c?|fyx??kG4%w?^
z{svT{k|80+U;r|8AZA1${{9BBRQE@y(go${H*ofDr%vL&MgH7Yvwuar{s0SDbQ_`R
z+blLL<`(f^q_dw14CWx+aN$sY$CNJf9>E3V>gDq)4P#QD&-XBe5MjFef*FrEaQSb{
z6_KJLv2USiG%k8A?v|`Ue=@?7v!dQ)Vh8-EP=89^SItU3{~0tE8NcR!jy1e`??WNZ
zzyfr|zP3ri`^bt_>gklL+OMY`m3!;yPq9{y=1(rKUeeobAoYTlmsVw1a59OY1nB!l
zlp&NGyE_0;`OYdM2glL;(l$-G!2YZ@;3`q{VnV)?bYy>8W3A{2?sJFPa^_zl|KYjJ
zK=3-AQsbNk<PVPN;9FeIA_dmZ@NC=_-wLz>`~Whr4Ut#rO$fJ9TPFsbMqCJ<phV?Y
z|4DXBT_`3Z`#USs%nUeq8@TsU*SP*vs1$XzuHPb<2^pd9!(mx?{h{5&@M;^2Gs2c}
zzQ-`qz6i63eJAm*8FH+2GTMLD>x-%K0xRYsT1kdvKn~s2!Xb4gWg3ztfNcV<&zAV~
z)7`phhu7#z*Y8YJ#;%9*vu$J)TgdEp-Iv^wd~@~l$GJcQNvt4#%Zx%bYs8s8G?dyb
zy)VhkG?WYh;mRZopVH@(Vba@SG+Sk5msvl5uFh57WnyKm9%4Bp<~Rynjew|`B;4sy
zkCv%9B%=FMW4ZztJ;|l~!&~e^;$IKI2G&(I>({#H>~k>7B<De*I`L0qsbo%93->e)
z$RTH`cSS4i+9xo8?-Ka;NqQ0#w4>R`8YZm&BuS&8$I4&~TtFHaB?=)EQi7l<75!B7
zVUrsJ8^3<REIjr{uMqRZrg4b6&{xzXQaU;Wx(`z{8HQ;OkA?@4Uc>YNocDc7c|qJY
zol<M@<}&`p%f;!j2{}2O<bAAP(87ML=!uyV9+7Fb6m$z!v5Fux&19@2YC*T2HPY=0
z3W^1n{V+}pB4qxJItNFRV;hrO!sa(B8*T<mhl)ieqS^HV^@&HS6c>!GW>(4geV>Nr
zNEvunLXZ5H@4KF}_^3qp?$pU3&sO%8J`pn`h>+3V`#F@_3xxz%ep;8M<=_F4#ZEH;
z8PY>hJ`@v`OZ|IwLXBu@KP@n=M8Y7_K^<ia(|m%Z|Dh)xVZp`BVH?~}{VFPk!;E&K
zP9F%fi(Kwps@CqDk2(yz3zNFxOM0XWYNba@asrO+g>lqCVIfco=cBNTvnW0hek}o<
z$cPtluueio>KTtzBiZjZAK0gUavbYX4F9WnrjT9Lu8#6FZ@B>!+}u<ck7qzK4`64(
zDA1NCiS)8Ie;=*>z~TuH^9gGr{PQ2LSQ@E{CT79+l`A127E=56ZN`?+wxTsD>~JZV
zn^JBgGe1>iB!p9FeyyPW+bAwM%JmN+GZTRk&7%?#nADp;AVpYSjk|uKU@UD%u=Ak*
zw}3-d2P<i3@HYk<kGZkLQ`%LhJD@{1f<`ARJIpIdv;;m)Sm}U1k;4tv?;wbK>7WD@
zZEP%3|4EKGpW6Sd9GW9ipi5;t%jmD}f$v^`3L-Rums|rzJT0yN*C`K?+#tiWmz%am
zqUcB(h6fUAhluJq%dhALZ8MUI+<*Ascd)X@`ies0t@>V{4!ZT+^c2LXFYJ^mRjxbq
zeB0a3b9A>%kF(dS-=7QJpeCWOf8MUF;*CNcro13<=3qTbSFJbQyVpH-0jBi(*&SeF
zk1#VDVt+NIxL=a!ZW<PUMY<goPPpkc>silzCHt=Hb90kVi>wTB%^vfG#9oM6TAw!x
z%tz~RrB3%~{Lg=IXSuxl?HRLJI`Y!^X_Q4_GIYQJK1m{?y9;TAC$4h1wfsT5t=}!R
z%c5F+Ec1mqR_VT#1HhWu*QB%V&h#=BX4H%rV|63`_thy;f8B0ah%jVM+Q=*8k$w%o
z61)DH&ztK<QI9+A2ADXew%0VnK*U2LI6iZDcNj?U%kB-x>YuE;t|U~$CUKtcLE%r}
zEwEw|z^Jri6Ss;u4r<T)7;E6mS^u%?$UPa0&31wL2i68@ba^5Tz*1Cah={|k{1iZp
z%0j4>O`(Q&{_Zq>0>_6N1e*BE`fC!kn53RJqaz@0vUJ4$`D`oS4z}&}&x(9dF$p4N
zsx0*h^`G;QeGe4j+1Bc4FlcUtl(<XN3-#E2gDai)*$0sM|FzWs1lX-$PhbjKZ1k>N
z`hV|*S9HL0984j5hgtKKt3`5$qy5EM(<gKGpyt$Xi3TGb5y#zImfc^v%OV6G$&o&=
z1gOoH$6iEOQN|N#DK{}cJgEF&x^y+1zSYA<7B_@Y5&b6-@>e;(?dY!yGC!G+Zx$Gj
zdA}$5Q=qH<MF8|6?!}k=9%;2$DcLS&qnS8Y73k;Zie|^T_FCgDsu1kLTwi>uNQ`zI
z)0lT>rr-r*m<4%4z|1{TvFhoH2MF*-|4q$z9I=<ZUlBNZ=4F+6Jbo3PtQg=&lu0X+
z?9P2h;0SNnD+$kyqKBl~lgQ*}S@qCN2OAr?$|4(xkyS<cgn)ip`yq*uUW;DtpT}|p
zhmq^5opD3@bkVrChBD1jjyBbda#W7+cB|4c)uq9|QtZF~+NFe<`8AoWC~=jJoQjGH
z1EXq10gN)Oyh(;*%6lu5|6hz}51rc5LuAr5(wStq9RlSzWIBI^S<_=tzA4w`qIl}8
zkCthVwdq&r<Zr<9pZa~F0~`>f!CbT7U3>px{2vNm_LG1>&C;cwGCkcvnGKPj_N}{b
zB;Yht{$%AE_?1X|oNt=xzuYLTnA|5p6~KKVWkV~#$Y=|84jf|iZgChO_3?SQOMKlf
z#na(!bqv!c+2Y}`jYIiqMk&NKXP)QVAW>S=6RWzR`2>L?u=j(HbZ>KE3YRpAC-igk
zHmTX<SA@l&u2S&g0yeb295|g*TU>=@ipq?Sk0W{C{DP-Lg#GVA2FT4#bbaDiQ4I8>
zVHoX<DQ2#$(HW&gnSmHat`51Y65}y%cX}<lz}deI-vluhMcxPFIZ5CsPiTdNVmf;b
zUdLP)xdDJ!PtxEopz)U|Cllv;%VR+<i^O4VNdYro0t$FV2V7E^i}DvefJ!0Y;~R1W
z{tD?WBlam6`w~q~S9VlOIN>XB7&B7I(V$Q8Kq6GgZs|DIHkQ@C_}ZSXW8n3|@bSFL
z&-Vbi&ZMMqZ6nm;QYd>(Qp8cp<A&5xMs3is$QKhL_@8xKhlSu4r+B!*?^>?SWA8_{
zvs%bA8WHFb<#(tUc=4D@{Uc?KA<VAoLr~K-iwmm4qdh&*q*RQo6*8}Ze}6YeIPhSE
zl{dGE5BdG6t}DI|mHsO$y?c}z#>NHS@=%SsFoD&o1^eC3k+7z$|0V=Igv2sEa{CI&
zbi0TQ;E^~rDopm4o^(KUYGo5#k8K-H;?U94BeoaUR|Qdf{5u-vl{|o^H7{t=E6_}{
z_7)RuNg;dfhjO7|Ab^)>?~aDz?rOj47KEJk;TZS5QK@?`I)2AEc9S2@1pHaXX7Ipn
z|H#0>ODAj7qnkzC9z7X%^;ZzmF+`a8hxZs>zRjv0PuimGe|F;q(v=B|=QRXfFtbH?
zDD=i-K)@)9eT_I@5?6!m`1jMH3G+SvhuA}G>DGVL^;VHjoK%vzXstI>dnw0df1v%*
zwJ0ga`KrD+heEcWuRRtIPHpyM(7UF08$l6j>7$|@!~8dD%^{rFZH%o&b9uZ=W&O3#
zj}}jZO%cSzSM@LSb=An1oG2ed0E1-Z_rdeSe^*Gt?Z?ecRvYzT5#L6z)l~l4TBUx(
zAYx4xnOS=B*?eichwmD70y9%kK+5)zXe^Py<*vMkpL$|JI_R#wGc!GT@0fKI2nhnF
zx7M3eO&Iz88f#?43WY1ql~=Km46o`RKd8BBhDdy|=VIz-XEO-ztf4^~Mp)uNEU#_T
zxayWurUR(HV=f@4lbxM3euswxKSqiGs}^cn(J{>dLjUdqi(GuXOp;waN7oP<v-D}%
zQgsAg7~otvWB0{mT*K@U9`Z4PgXtP(BVA9wpZT%|>KtF+*ZXoR0M~8U)*Td0w$iXC
z+{4v7OIwbxpy{FC9IOY5*RzdPMv4eDkhRsTr2fddzIwl5*oI*o`|p+bA(~CtaWp-d
zm6sb%3867HKAUvlJjRJXO&gx?x#GMZV?x)46v1fY<MFE!5)tvQri^IN!M{sIA-ES8
zISxP5NA;soQke`C0bxk<1#R|_TamB%igsca4s#&u;_F#Muf-*f7V8174PkDX!vDLN
z6M`8{&aFG!YgbEi)pPA5vVi-$-E*8Cs%=L8*y)p8=!!l{dv64fxvR(`9^sUfk??7W
zP>@`rrs_PE7*^~SwFgJE+W{iv<=-I!XiB7p8jzRJAG6vYgzt7*g1QJC(XMCo9&@k$
z$dbAxrvw%AHmIuDW?TGJFT+BzsnltzR6!_q9cn(WAOVN1uQHX4Xent;g@l-SpK1XB
zY=PP2+iff|KWcrs2vak|l9Oz-h1pzkO2nKz5ZI}HEWfZc+QZ(Zu4$xgCO+#;Rt!Wq
zeKe2nCi@?IZ~awO)cuVLV$dK60us{Q-QA6F=p!vCAzg=%?(Xge=?<m4yQCWg4qbO2
zeZKGe+%fJSaO(#Ko6X)U=9=-DvDc!~^723%0ggj*e0H}pr=SuYu=Q8f)+2WGL~2+K
zTA)IL7=(y1Ej0Y}HVO$jx(&T?Gy;DzkkB?@WFvh#W}={YQDX9&Q4Op2G1P9<GkbDJ
zFTpCIY3%l3e&W*@VUD^&FJXGXW!&NOUnlU^$VivKNlY-8jSjBVD_R||2@BB9e+<(g
z<K4+fQZ;{m{SpN}<pM%lIN5QAPh_DK&M}`j)`*+v^?tYifvoBH8hxkni~IQcqaR5m
zH#(-@=VIu3NyU@#N{{l!50j^FZ*)?RN{Xo0k__Ghhi;<6|B?&WA~~Yd62Iojyl6G@
z_$U0MSjyTX3?;ILl%$1jg<5Z19zGpJ7~&XOzZ^pJfNm`Oi05)C$YFnTC@_!L^R`r~
zh+^D~bNJIP^&L_<=v|U21KE@<l#?iUCl3MG-W0}PfEwEVUDM>0y?eZ&#DCh_AJQ2b
z^JIO(zm!KkA<)vXhJhe1EG~{{`#aKSlUl|WM+8Bf!c4@L-#BvULrx+K933@@3^{c+
zJUmkAUelLP%WogBj(6DH?k+FoXMrI9EOe+vaObqB{J8vfzbv_!cv>Bt#AJ3PnCmR?
zx}F!E$cmF2`<T~4_VrgoLi6MY?cBz;==A`L%}c}XH!EKsQzf>9UJE~i$MEX##KIWe
zCkj_a)vlfYvv;-jh60<-V*^>`JQ^?85gq-I&#HLH-(gosd?sEB(%t#$HXK5^bZy%D
z(l^nCZy7gc{w!)r*Ls)E$G_AoI4E}qeK2a(p9O*B862#GmvGhvCi|Qgyw;;ZHgTkb
z-30XzX_hASQcaa5zORk8=j|)4r+3hV74s#@i)@PF;J37nc&zRV$agay_ZOF6+ASZ~
zce-DV3N(IJNb^^qSMmqXSS}46f=P{K9Ah*-XxJJ$T+`tjiYsX8YGzi1&d?b{Cz(M_
zrMGOMAN~yigZXveYm;vvD<Z)qU%HQ<SFOil)2#hwSS=gx2SXFk*)3PK(qg~P-!Yk7
z)C+~mjq?jg$$xAoYNG2^+Bp=mZ2629*m1yNp*kgQoUsvpP(Q>JU-Xfpi&kaBc|2Pp
zY(O@a!du&u;;q5U=s7>lo^0-F8Q=f(Eh@b9)%CdiLvb{V5D6pZP&6ff%SKOGyq;?^
z7!iGNXgb?z)W7{pxcOwW=XFSYBIOaU;=--=v0r<DKE16}kTTh~^~ImjAMX=LA)P6O
z9(lON5DItWoX_`#%XwZQ<9{w?Q2vto9l{$oS?j^_)*)JIL+AbS)_u$$4p(iMV0Nj2
zSxE=d?dEw7i~bDnK6g1CZuc|ULlH1u+#94oH8e{O!+vVR7g|FbZvb|9hA@#N3?JbU
zZ*p{oH%{;St5Xim(-3cgK0z-a9L00+P0aZS&7jV{oYC_(cL{Z&y<WY3fz9o~3Hosm
z4vB42Aq_oL-B}Og`QO#YfnO<ih>)>`X0Y~V`_U&D%?ed0{&4h>tjb(Ii{Cmsb)lOM
z(mck`*y-{t+KTrdjHZy&rlqzIYD4OcE}RSzHS-Ku6#F+r;SLg#YWASyR~U_~HrnB7
z!rGAA<kInATJu|lWOK}q+j3fIaq1j=7Npy+P+l$HV6AcJ&2;0b8=+-Z46%zEm^UG6
zkp#3MRUjMw<xP@QFZn6wmNaIZfI0LUXPcpgv;(1=nK6lV<u6^q3e#U^Sq6zD8pNJ{
z4o2uP>!ZKulJjwn7%f&+KQ-*qSwE-sm9ATpa_?xD##C9W#R?VyOOTUILLSuv^agC5
z)x?bgeV_eZ8qL>zx(bc9TZb>P1x`8kXFM|{4zw=_8U_`0O)v0yPREPRiHU?-Ei>R4
zW7VlwS)G>OekW6tIi~;i5KkXaJr(jTsEt)Q@wu&N-j{`PaBK|YFeirpzqYAg_t}R%
ziY#5c+gT0qZ+pWf^|<wh#l%kz;XyrzS<*_PX0=_KrcG~hTInUk1cciK9HfWgB`gjv
zO|SAAaSBwGNp09Fo$K*7ivCs>?ai6etb{xs#AH@BDBy1geDJo<?0*SiOTM3~kr?nF
zz<57Q6mOj1t(Pawe>;E{?g2jDrE6{?A^OWY*a*P!aBm!r(>XEo`lQ3r(SDAXR>;mV
zwY_m0135BiDC%fT<rCKf*A625e`!;QxG7gS`BJDye8(LBRyJJZ+oQ(4(g1&Gw(1xN
zi96Y;J-Y(i;U~jiU8Rf_Su32)zMg<8lkh#Og5A?Oy4yM!Uj$6^`?LOczc$sW7xjOa
zwgV9kPc~YSq}$vk8yeTd3p6Fz9sD+=dcw$+5RzAjY$XCCgO?b56$;G<{VF5;Gk*8$
z@~3mpyz~1no#riid6^Z5ebOzaO8C2U5_&esf2Ws<g>jOD$S>9_cC<-O(<$Vm2r>Dp
zT~mS$jU&VhN+85jw3sO|8v_M5{l@t_yDr&GaaVUb`M@?+Yogd>QE*X8iK5^xor9hY
z?%x&-DM*M7H|63%=g)r1_x=&fvwNi7kNU}bAy%j#-QE7V5Oo!DwY-pwbxS+r;j{Bs
zsgTfm^Shk&iEG^49ZzzmnvYO_xRpIh6`_3r$+JpwvRFC@Zd09o;q>?64i4|3`<ua7
znjEd0-G0SX8owV)<=;TbhE>$YD7Ui98WQKb=0wrRx3YS;OMb8=_vS`i(rEZ$IvbAP
zGv;>E%H<2}wNd}2k1^J7;U;bliyA_4Q645wO-9q!REEQ#{V_%6zb3^0f#e_-8u9pu
znt!&(<||RqHju!S(ZmSF(vUAQzx>MNK&TGhi**NH(b;1BOC)Crl2Py@sUVS>DI*>1
zjc9et{U%{>(G51Wa)(gAr3@Y<uN?VU^zV}GAQ-1PA~_Er4O3=S941RW+o|Z1NRfDP
z;}q0Z_2u0^{`RUsFlH4A_m$JHIJr6B!4+J9PD7rqBve&sh5%;iW8h(&6cRD{KQ&x|
zu$clHCza^ZD==|Jdd%Au`;emmmeA8B@5!vlu2Z)>LV~=lWpsv(;u!)vM&yQ^v0K9H
zGUL-^^#<h+T4;Vi{{(RNg4Frh6^HvF&VN}}+7kW@Q%W&}Q7c>gSz1TPWlWqAg<O0r
zg>lx25353!S)b`6E$xo*2g66&+GZNrSAg0iDMIwE(Kuc2-ui6xK-?~_5Y$5l*-3N4
zW@6O26Z<~!3kzZbXQ=zq?on2UP85vC;Qdb*Af$SIosa26-D1m5wbyO3H&2p1Gj?eq
zC)Fq0oHQ;{%@ddHcV+%|K)y<sHYN<7R}lrzM}7Dwxg;3w@KvJvHIdhxxGLmEO@(Bq
zCbUu?20d9%DQ=}6W7Ji%o;Ks%7h+B#{KN}QOb0?#(qxMerPo#3bzIJbGX*{HC}bI*
zvQ^`Tz(tE}|CsL?ya<U`TUE)6Z9teX(EnNlK<bj8-42AK13xIIFjB%Kwh$4Jw`-Wp
z{eSW?;pBso?=O%SPDTD}MV`TNc(c!fULaxr*zjqqA`|<kF#$|v0l!Pf2dEJ~)_?2{
z&@ht{AoTzL*#A=q61ja_e3YYPPt2wFNR(dp<EhkSyS?s#xI($DWu)D0Fis5=zZ7Q%
zO(aJpD`w&U4~~V|ZS(Sq?KX$6JFAa@*Ia^E5(2W@Pj*GhS-OtH(IzJh%GY&)aTHPi
z%^TmvgxlL_Kh|g_$*NbS)L6{rjru$fxOgYDQF&7$S>|Ri5OP;tRr1h2H^%COO$|}6
zbww51vwS$4RW~aiUiIAG)4P)_g;@P=iPP(qw|v-*c}uG?<r8>Q^7~%865+2pj1KqW
zgaF{nZEqYoh3UyqI`EIzYZQU?pM4ZRZfV~uQcDt$Le(c8;#q)A4*{76#+1^=sx(5b
z%b!_+0`CY1Rk!iT)r9}6B4nhVK}@JFp%v{&u?P}iie+m&pMRE*8(|EzTN0?I38+vM
zMY`@c|6CYhTTE)mtR7|nXq4<Z2ai!~_yy=ClHBhond*4Lc6Nh1f(KK2tJ6Q3vJM2M
zIJBv{mIPn^gU?-GZ}z9CaMCp!%(g)&M`N<=wgSKd%occ>kS1}k#0vsy@d;*nHn+u!
zRc+V9^+bh=z~&#f=nn1YZNZ-XDIle03f%t;BJ=eolX9kE+ROEq2D=kWE+?rgwig-k
zBLB2?{>^QP4a6jp1wMuGf&ZY)$j5f3=8$W%ZNK*1WE1`4M(?|S?RbF@&bCHNl}kLN
zm4}6F92Y@PoRXb^0ENWq-vBm_%m|lhA99(F^?XNQvE{_*>SGaOOrCzN#l(Niz%G??
z_E(;pO|DNPXFP6-R(Jbg$4+pU^Z#mKgIV7_O<@&Mcrumhden@=;8O6o`hw@LeSL;t
zNJ<j(v1+BE6U#`-(pja&o$vh#si1#baG(U~ILOg>se91krXYR!@^?qUahV34b(=d2
zhcnTC@aVNT30d{0ILToX^HVma_U5et1t%ljYn|N^8_KMA08UD}-mqhOU^m}cOp}z4
z?)G+<gckLZX#Ji053=7e`K%EUyL4=*cJCl2`D@^JWhPhWRR3%gKY1jTQo61B7khV$
z`&iu7Q=9YwD|c}~Wx~|vDU;yUdc;QEVf->)-XQ4g50`}MU-J@KhY%b~J>B5eP6hg^
z<*?o4xdCz>_+JCU6F9BXm*W@eTeudL2+6ao7ykJVIlX{ODy9YJSVf$&Z6Dt$k0!oN
zN4}*^m7xZJw3MV>%k{gY%Z04)PRiJ#kKNrBp`d?Wg~IE;;$rPG;%LtlAvfOgGS74r
zJ3t&mVIqkb3bx&}<EfD1bOrKg3a)a&h%kFk3wJX#o@?gGqc7f~Pi5m<WgOO4^^Apa
z9P~2y*~^)XC;b+IJ{AF6QIV+(BJ{sryYN2d>;B?X9jAZ{1uS0!WB}VE!+P)zPB;o6
zn-L5clWk3pc>{yFfzl+us|MZyiwDRAAXz|QTFzIaD?CsdM)V>P;qZpC<@}Ap3nm1+
zI$HNYaj+j7VmHhdBk+4{_<8cT8RwLaM?a7ijh84R!QR=E{|&J1-Kcim_D02X!CTEC
zF|d}`yM$f3=MvE`<1-qT?AGaZ&GYQ)<>x;<^WLN&@hIuS{XF7EOttsU7XSp@Fh<A?
z$++o>(uhETDXq;TvmfsP)gYXV5vhcJ24{G^PuPD(IA$gPKkF+q;rtDaNl|6MWL7>#
zFxU{ruF{O~ej#tIpRNo2UX4=hQ5&%k{Dnr@6)4y=IEfFJr>3pM!}OZWjjlwcFmxMP
zj4)tog09sf(wXGN8&IuJMx{Xw*6##Q?{j3w1E2SQ3gQWAv?i>srX9Xeucwk+jFJhv
zM$LE_v%bxKV=|a$;VIDwTW0`kxg(XXv<&C&T;}%tFr<;Fr|M0-@b_H9ci7jeLTiUn
zv9fEb^vcWA!C0};{B9(^RP9U^Z58uMYwODlvNMyf3yeKggM{1elZNjE>wb4g(ePCH
zB3+E-hz;iyd#>?@C5v|lwgm@EGv9)wwqxnc)aN~p>I*M(hn`P55f{&9ErQRs74nEe
zt6)6w8Xu0wUJOU8jMq-U#2>x+d(G}rCx7uRuGL&qS{kY(;I9cA;C`OU_W?#E<1!yL
zdNd?GeJv3%Iyh0v@51(dhRgsR<^UK|MQRn=BvY4+VQ4jr7!4NgPnyJBre&i6LQ@!+
z?6|wG_QH>f&viH)7|P~zxd?q>6ACw_@CRV|Y+eUe?Xw$BEGV@p^nV~T%;NMswYx6d
zSCda!c_3T(6fO=<G8adwKVs`BKtfWg8;o4Tw3LpKR?#ZEMUTV6`#vdUfCwAJCMikA
zb8Vs9&HZYw3FF_)!Aa*MMSoPL3lh`GDDiI=UI0#{ap<*v4&}{9k+pu)*}^0ZxgRKf
z+a1wl8M7yIJ~@ujC33ymfOx$|*snVv4PhJ-u(<UNU|M`9SbU4kW_)~B_-P!Zf+-+q
z?Wgn>n?=j-DY!5{f8sgYD!+E4M+^xRGzT-hB-aSE)0WgJ{;KBKfwlAtoah5{49B_I
z$pOI9d=@>H!}N<(ih}gW2U)1z@-sV5mYC3*zGye=6otu35UKKJc(ho;cK&DsMrH0|
z+dW5#ta?Vz)*s`Y6F$6g6g%?U0eLb*=bvpcYhNEi`pZ@17G%WbCfIBN&A-oPB4YYe
zG-$uM59Tlm3nOk0(^0jS3q3(x!_l@?mD~(6JU6N+wu0Z%@t(Rxw6TJeyZ+43Jz*!}
zw6y6fE}dBbP4U=vzXBQSi3m4y4}FJ$#k7vrX^Y`1A#{r6o{;e88GjsfIjL3}hQ$>B
zWLKmrTTGPaB$chMZ4);0RMMhmB>i{@i@sVaXeA&MgUtz!lq7x5O+Y|u<d<}(3W;IV
ztjE1W-rdQS+h@*+69HFSaW;AYf*?l*CR9-lJS(9hA*LYH7TwHe^1yU*afYBPgCl4F
zM?exDkc45EE2AEGHg7n!?R~stu}1lo(|jJMW@f-Y2<7n@7~yi5N!y%masyYx`7$8n
zw>lPnY(&CuX0L+HB=Qry%lXy;t8Ep%Of59P+@taF-bqWnx;AY5Y8C7<nU|5uECuGt
zs=1j^`u<Vp!jCoid|QR8F7Jq~5!Vwt;RNycqz`6Yyl~*_S6ybOKr3>KXkZnaG(lPu
zdz^#~B%>i9Tw#hIY||X@%3=m&d;FnI@-4@kCJw_RyBA2S`FU<+Sbx{~gL2ut&lkZ*
zUJK7ee{_0af7$Q%pthE}_R50{r#?K$7RFS=MRSdMM$~xV*52_%m&{RM`xRi#$n$5(
zK(Hn}-bBXG^P;76wAYe_ztCZPQf+skGwPbcDAX=%GR7ZI{38uj=Z*<vSw9pNDxsY&
z7P?!T4!p!Lrz8nkA#iY;8&wRif!VHI%E%}!o9pDX?Y8hANnVE=lbJ<BTF?~k&aYm)
zrC>Jd5l_5U*XBkN{9mf>9K`3#Qk26JpQ0&{Pp5yRDKvQAb?Ra|uC<NQ|DF<Ee*WwR
zup*Bb7!`+Xj>L5b$AQGP79}PP&^uLrgK}<<ah@CDJ-VCs+g!wQw=8=laa3(%ho9Mv
zk8&n)xGTokJ#DA_aoLb@pau10>ab}hzYff4&y!-xb@42xegxvLA4@Z*PwG*61^gpG
ziP#><khde^n3Hzb2qB`Ab~n(vWu%e@6H4Zdi!0=}4EaS^<OHy0^sySKN)`sxz)8&<
zzf9rnR`^vLW#0<;R78bbGwDILljlPV*8u;imViAtxbNQU_w*k5Orh2(+6RV#uZRXO
zykEQ$q}6W<orMtX!OY~JG_Syt+MPBPsI|Gr7a)KdS8X3chZmyfE-h;ZQ7=%5(Olf`
zFz4|<9LI~aL_WXrz$mFTziW{%!)-sXT5T3(h553-3B8-?KoYt%{$&PoT)R*7)XyOg
z`3zg+hJFT^)_IL>u9@9Fn3dF|_4*HH52g$bv~*-lNtkIj3nG4&ORQKJLF&2UG$*ct
zsxbEcP38?4ol~u`rGS*qb=KDN-v&LO3wfBWM-i)8&^iHM;C=dcOK+M&4nB6a1=T#+
zxSk(+v-6IkMYRC@G-Zg7*npD(B7Q`e)b4JlfTq{!!DkdhFm{m#Lg}I3l<hwCrJ5Ym
zk`7<QHBj31DtLV<H?(sEqTlw%>qB~gM3$N9dvKAFP3AC08pF(<vl0nd@{xw=SSd+=
zw)1-_-&NS*0voz#a_12-Ud=`igA>I>MFn<9AoR}6rt)!LDAoFYCF==e_^suLVw=jy
zs?&sCUcsUcpbuSFKSYzlod1Z|(2Olxe{w&*^Cjdb=dV4YX|K3aq~??x3=SL({lE0x
zUQ9=eWz1=nfWhh&dc7lwg{R;3eh173jwAy1JGdpnf)>5T<!gf!;fH>JF);o_3;T?;
z?q&}o%y^z1ZJcZD;!?#|HtSE~9E^IJanjHHcqFA4GCg2p`2D!pId63hb(`1tRD?a8
zKzd>#m&4v?a~{Y7e7<-#d&Y6#GEWr^3+8z@AO=z;U1U5)jH~6jd;+vJ5D%9P#3CQ;
zU|6>po+tRG5#Rx--LENItT}CD(jM5o$~%NExoliHzmt6{EpcsWHU;e_4jeLJSn{My
zugbk_wnecw&HDAtDS#YiW;)p5W6~F676>akCx)H3geTGTvcv6Ni7@1h&$_a<f_tF{
zbltN<G<>TQVxy^Y_wOkDezS)Xb@o^S06!RCX-DVzP8qaRhx`LfI!-Yo)%GSE#n9p)
zgK;U#8SjmVVzCI~<EHg3i3foYwwYF!PfRwCf~R@AqLHWzO&f?-zIG`Z=L`TJ7X-vC
zz43Z(mQB|=-J*<s9hV37v@_-y;E29O7-ZomA(`AO8PQcbPuKDv!AWxyf8Pg{8o2q@
z8DAQ49uwav%7H85*qUTl?~B`d6=mv1-mKM(t~F%i;<DjXgnz1(*Zz8qr*3~n=RUKE
zKG5hywLkGOwUz38vwuTmNBRw{k9CqU$P(1}P_(tS5x@v*8z50bqR-<CiwrmG80vN+
zM2GWADtu>I3e^J9%ZasoZz;Q7zx)IX#ac{&ga5pD3rl`qa%z6&zH$7pzKiYh7G^wK
z5V}rId$>6t3nam5kxUwEMtSl&sHy22H=({?d67p4XA?bQOp6KpAMFTUlrH3Ip2%_p
z&7u{tf@OGR+_#Ufj5q`d(-ZuT0mqMP<uU3CrfVB0#!Sec9v^bl>jf2GvVt@A#ytN7
zZ{R+>yC&BHGoUNEFWu_xf8PaDGltAhQ8qR=uU}IXHQ2!O8YMeHy3$T*o-_b%UA_!y
z`5XIVgc&rQo3#X*)!|~~hMSNKEQcZ8&)8PWttU(M5k+C4JLRc+Id%;REjUEnC7cbT
zi8RRywkN-qfAUfk2^NVDQ?OQ*eB66nV$$@xkaCVm0i2YETPb~*gZ4XKxNHX9&q;O<
zr~0sOr$;%DjYKiYm@T<<^OWGaYq(;U9u#LWT@Suf(4*#Q(JYY3YQbhCo0{QmNdeM6
zMao4Q4-#&d^yvqryL3ejtZ~H+M}#iuF#G8SuT-|QZ*wTU*4xF=v<+A3y6i8|Gd#-U
z?r?X}=kvY3=GCxvcD0wSqT$E83;`DjSlgy8?j*$qr$Rq&hc2Y@=}T2Avg+V9O3pjB
z=~NIb@3&+pu$#h@_S-x+6<|zV4s+Hk*UsCi%<K2c=ED~Ga}C%_HJUvFK41k{yE|Rp
z361caRo@TuT@DtXKP@;iFwU;4sMzB}WBn)av{1lxEX6Ws!mX6UVIU~NraK;$f1`)#
z-NkAi=MM3cgoQ@2v-7c=>ayydN5b)15uM&*>KW6>s%MY-NuL~yE0?e^aNTKEn|bMf
zFV%<NY>rFM^ss-OZS8IF%c&=1Ggg<@#d|_8qQ^@k)FwDEa=_<2bqnMwXuloepu!m-
z5<Azy|5a7E5@f)bj!09|DD^Zo6faa{U*u~3ENtN-vgfx8%OaGx@%S99H<v0{f!&ys
zd#4}G1>>_W#mo)0jmd(DFm2Tv=Z~$9dP@H7$*9S-haAA?xq~Lf7Cp_YS}%2*<&v&6
zoz_-WjzTZIYl%INWU}5<PP7<t1>g*Pa7CMh{$a^l8{-d%IBGcUO&)z@K$<Vt9zLCT
zmn#EJZxKxnV2|b=RBx2M?3|oo6o5=-6`9{@E<5TOo)Ee`|Ib1L8&z61F9p6x2=i59
zSez&wB-5Jb$PR~8h4M6;F7qmAbL~ylKV+V^QZf*?K)1#hBa~L3!d#@oI9hf)Q&K8c
zf<LD>_ni`e1GRC`iQnBE;_Nu?JB{;L#3fh?UY%L<5HE$+28ZqB6@|`!6HN|dCo&hE
zh|J}Y$qC+9lWXH~Bu+RVN@vQe4eYQ(;}^)le(FDVlUaeK+c5aN8}Hm#8{<PCZu05s
zjcLsnz)zf~(@MR9S8IX80mdV1qwPyqo3=~kY%z|Wf(|DfMzK(Sl8hu{ya>=n{x#%G
zS+FRkI9gA^y_>HBib=;=gay4XPo3Xc;_r?*6S29GYIoJYko-Q;k((rAbXWain+T;=
z*gV*lX4rP-C-G)~cY)RIm4cSaWo|P763;8I!du{A`dz@AgZP1AuSr(mrS-%9=s4TD
zExr)~l#fIW%TO|PE3Pam?)b`MI3n$EkIO(({^g*rfn%7qBajAZhyJ-q3`OzO%r6rS
znR~E$9t;J!-<N=p_*=YaaM%D~w0sra@;8*=2v0K;;;R2X>AmK|o@bp8jU?}rRey0h
zYQp-0laT$RY{o}f=PJ@ojSR<{s%2d@A2TLYrGeQ*L8F31)Ibh;wUEbY=c!mR;Mfq{
zmCAVDq71MrRP?Zw%o=7{ZDe549o4I(h0p{ocoi))TxKakVm*G6#%8+1{171xz&wM>
z3>8~W=FD{G8UfJFu|LIDu;HW`E~x8tOn{poyrOS=o55%?76ZzCF(B%?U8?(W=?p7D
z?=rgOCCu4!gim@g4q~B4!NFB;E3a2U|9QsJ*ZqU^IQ@QxR`Ry$Y#{A(lx>)Pb*HqH
zQb#v-ygVKQ|DFd;bCXBT3gj}zvvO*nTZsfZ5F7(CIwAQVo-MyCse!1p%}`jZ4OdlH
z%Fy#TQtflHqjwMe$Rp6L4<_WYs@<KK6f?@Eq;M0$Z6(<96}S6V=YDhd9V?ulSzKMV
zQjjEjWbq+)+cr<edHz)Hzc|ier(G@vZKl(3Ks>&bKf)mvy6Lj>=1XV6>fpB?6%&6D
zdf?Sv;VZP_l26^IAy=T0vjHNiJ@&85jt6h0%t%8TWMd0WF`Jv_xm)<ohjadmV{Tp<
zUQ@MnmeUgw#c(hWj!>Esjttn1n^hXmt5=8XrF}+GO2^czIqWk#oo#-s@D=b63$du{
z+w&dL?O#zBN*$JDu$C2McHQ{z;i??yOZOjtRLU~8`Wd5Dq=}_<*ErDIO#j_tqAiB%
zSHA%%3lFwBNC60c@C{9s^u8R{EoGKbTvhB#ro#jgv<H4!EzDLncP_cwZ2YgWGUlu=
z6sG$V*5>sgMrpEM2fz9lLXkC?R6$s(bplsW6A)wHB*a6RO>s<GuiHq|d%)d4+i7;I
zlum}+L5kl3m4`Q_$@A!L*ARCLw3o^h*;)B764QnyHy>0u50XSie$Z^w)N+g|d)izq
z7n5=+<V_`?Zc)1`0}(P9u-ZtV_6=0JD(G<cFL#<PT;gGPFlKR!1v*%;Jnkel1}})}
z@+;q$HyizLb+!)w<$MdQ3k9_pVno(zBHs9tkC37e^pq}Z)oMGSU--x5;@4SGY4`p3
z+1Zg?&9%=NesyR>CBZDDmZyE8Qc`!^a!MR<Q)Qx*t9b89GlM-v>?z=zDk#I?@x*qe
zM{W&^RN2T0Yk1@<DIKWEn0U^&7$Lq3F$o%pFR6D8Pq&&ubp6HJT{AP<8K;rnQVKRi
zY~pOa8|0ETr$U@3-5(iDQYzy$i9TX8@m^esx`F}m1}YLdEY*B6g-;^JC7@Eax2Hl(
zXsvESt>O`xtUIJ^pmMz+-U_n*>~D(!LpS?~TzhkF{Y40cTdC+)>nY1F=QfYVH~0?A
zR}p{pMhAnp`wiQy$649=NHEpW>s@dlhwEY`(i!;XjQ1(o={U}9?ZgqIC2ZAxuK?{K
zV3%Hxx?%+jx3|K>NLHjxVqJV{u?I`ma)qy8*)i-NlF^4}^*ojujkhu%xS>e~9kPEd
zaVybl?(G>7g!+suTgoY|9<o?vHR#M1RUKF8ZY9-M^pHocyK9EG%ha!iq@UHf8h>ti
zAUlDTEZE3pY8Ew%eo=%%ooP}--gmv<;Xb&(P+1J$k9)86eA@~&iE5QXLf)cKN`)}%
zeSkH$a;xI=w5=mPhp_Xez;l^-)PV#Mq2$S8wppM?;eX&($8-1xGlugVPq}(_lh`T8
zNZHvayPCZ)SB8a%MTdn_Qscqg)o9^xSN0ulhm+d6=TM%^&nu8j9w%_;wfR+1&gb(v
z8+2Z&XqfMZ@yeUDTkh-i;j0YS#u{0Tl*wGlBiGMkpt$3TC8PUnt$;@&MrMul^V694
zp@@EZE$4it@_Drq13T0g70V6k&c_~IKT4Mi9u4}VMuDV2M2_0#UypeO<1?Rgt`ec1
zHbsdgQVD>pJO)Ee^@x(L2dI!#qTG0@7SFH0xc8gu^zN~tKaPEws4D&H`2d-=7?W4A
zLANezFXTO<_J}r55gpbbY}vz;c>%-2?g(ewgIsQ-K{ZEV0`v`)7JZ#6-26rO7X)_&
z6`MZ4)eau<(~Br5cb<cB(1Icq<RsS;)UG_H_lnGIYig7*#C815_FY2V6)x}CN&-;%
zf}-&&FK@1!#8&=dO$u)SAO08<coY$Dvvd)}2%wt#VF?n-m3W9JBm$q_re1j>jj|Yq
z((grNB=Y!K&XRiKg(lv`)-yU030BM2;-}~A@;Nwky>AWEbyzWSHH|hW(1%<~M)AqI
z&a?fGQ`Q$eR&x|DK!3fiR+mxVf}hzOmVS^`Sg2WPSh5m<J_=#dIPaqHqb5ZkZ{%im
z>+!ZGPO4SWkau~JD|?|`l`5!#&6qx0jXK%6AQPNxQS%koNlF@^&NGA-DiXB=nemX9
z^U|otOH^&PZK`>98z5{B0`>zzPP4NET)jS@F*>63{i>}&o$}#Go_d3Wt3jg90rjel
zF4oVdA;7*?>r+?FfqzKq*T`$jW^?CPu7Yx3!@vMCe3Bp1=&C2BjN7bNV(UXwxRP%x
zRfRnRxv`6TFI9f%f@{}JfiPeH2Q^Lo;ZAzKgP$!K@@4{cpFxBAK0qWmEG|NN2F|X2
zE^cbkIo$U0ewNpuH>E0kDnvh$9i}0!MKi_cZ2>p!s^v<q1mWU6#?n=i`nu@PtYD1#
zO$FY|BM$SMxg8}Jy0`pEzoMTTw$xf|yR8aU?w17+c{Vxb#E)aD7mnqhWLAzscFRzM
zr&`|RnO{_^VmtoyjzC(`=t@9~5{E%kXQ@me`-qzHh1XPZ+>G*sL940sosK{Y1u;@H
zid+87bIc`<zF#M=hz^&me$RQZarS+jKJ0w@!wj}lW%Z*_bNr?;a~9#jQLty}d`6J)
zlF6m${0CkbA9SExi;AvUa@vBUc($BOO4<n@I@K4alm76hI6W*Q%Qk4Sg!|iRQ&LAT
zdO0=_ggLnt`k$~#=}QGJ$Z1F;7TIB{*ZYZ`GEwDR9Q@MRv^&%OET!!u9+s;kBf4;~
zuKoI}Zo2f<U^}ub`si5~S0izeT|@KMFQMr}*F4r?MGu<`cB`?B;Qrq7$lSlPRmim1
zh?k~!GKxv3(9Am3L;HcurCQK|#YVb-VHKwrTDRAR!IA_V1YkU`MNBnDFN;#2y>`Fc
z9oW!BRgyd_K>R=9CTV&>?52Yo30qA`^$f;t1ru@PT09I|5dZN~ZOW|<cV(U#zoy>F
zk6@Dm;|92{F4<38MHR>8y3<#RktlzcSS-^$tm!PGOS4%peU?*yPz8c%Ucp~rEh=d*
z(It}==&wb}p;SBHuVQ&Y0j6R=Xs{O%R(uzm#{CF&$wdPAP#DX5V(SEa|7gZ|+hOk^
zvFJ*~2cf`{MJrI_caa~maasuBRL(M7D1%JoS7<H~dDb%<T^Xd-eA$2Ke+fidk~%Ew
zS6PmxeNLT1_hP=+?U4bm7jDH<EdVG2Knj1B87#sEeWN>}0xm-%(w4UtYcibZkC?UU
z)I{$pFB?OLz6&}zlfz0wgo(XFLx*~|D^#IwKp^bT^qQBJIW;tniimI6rKr<UP0W-&
z{>Qcq=MASBSHFK-)klSAOn|3aHrUtia<(}>dk}>M3n%FzBws<ko^SObd%(|qpc>01
z*`@pTrd&gOWo7t=WZOS$@*o!5vEO`A&3p`mcwfog?|MYFYFn3CZk6s1#Cf_fB2mXf
z&@!ARDDuzQM8-ht<V!j)-g4AxE=M1Hv$swx`!ng+hICfpaC<D~jG-X!q*M<0zxn`f
zMMl+c;Orx`{bf0sUvbFU<@frt{xZ3l4j)y;q@1R-p=Fcd!8<s}R?E7*VB=AVrxP)k
zfYJ&|tHAq4SOgL{laJSuuT0QQ%*-rB+{JtnWU-pQU@Rux(N%*W7oSYPCWj9n+zpy2
zukkj7G@pYjxeW?G)*F!Cai767ZX^kORfWx5@zDt15Y&a0<W{yV&^(e+5{D(|)v(p#
zmQHT=O;!cA4Rm$E<3Zy|YmgPWN{LxSfNvf^C_hP*n-zMus2C4Ue0@@lgrRZUJfxV~
zjs(zObaEOg1i$3Pg!xT<7e93Y343fr^dYw$_DPMOy9<@@z{vUGZW2sS`t9mHitvBE
zS+PD~Cjq(-SDYcy8`7el;nuo-Wnr1f3Gwq(kz->9TebX&xQvJ}tW{s<v!@4iExcr=
ze0M1jSLAX^G$%j{Y<u(Q9nB)?HpX<%39i*!V$=Yrv43IvGJ_o@aAV9c?-)rl!Jh}F
zrs2h5P;oFEEZYh9OLz14F5R#oMps^367cmvwV6tiLCjIGV-HZRC=1tnqGNXjp_b}@
zRfyb)4T~s<P>_tQn52Vs;cu7OUI9m4?9y4r`?kFaR{o|+lMKlyZq*F@xl2b?yM4n}
zWmWwxLh3P^%Uaou^$-@G#Sn-03&uHMbJ2Ibb(_t%$o8<FXi*ql!x0@$Uz|>PH4aKg
zE+|ASe}a1Q^0RP)ABRXTb>|QOW+%aW9k{V2!t-Uqa?i~MI(-|Wt<)dHtA>s5!jTb1
zJ)K2#>Z1m>;8Xj3>_6(U%VF-gwirSscH$QXoAP(XOy@n;^)X7wcGY(_{R8mcW|u_g
zx*FGTGui{%AbGlW5<)@Slq2PZo{GkLs9t`p&x(!#uqO?W+an{n^O+Dgd12PFa<;|L
zJ{>{<p(?-_FjE-RY11FDWvXRGRD={A$xk#_VPl!ZeQo8q1h}JLDpNX0Re)+p*X=lk
zoRB^>kudd?SGo5dZ+Ei>AN(SY;uJN(gRLt3-D^dN1Ur)pnaPXhuMYk6AGvRCY3ToQ
zXDY%OF7;T|Y9uUIdoq{xgI{^0R^sb5ghp}WtuatsCJbGCDR-;Vn*Or5Z3-H_bv(os
z&c3^ZY?jqOFJQz0FgO(9Y_ngjT0Nkj>7GMN5;eflLZ_Y3;VJVS|4HIZ#J2+`$#IZ~
z9V2bv7zmBPajLftd}j%yA9#LK?lqet0k#UzdZ!PJa@9amUC`oHIyO4OKt{AF<gG(x
z%p-+?#m>=0_892&sZ=BVRu)HVStb8#F;pfN7Wfd}$LQ;$pR1Ym!mDT}_O#BJ!=BIr
zm)+107}~1v#h*BNfU_&^?|8npdwls7&UH|C@T;I>YA=umNM}YiAsqJ?bK0y_AB=eJ
ztTz1qGO$bcLSGAYt3I<TH=<4TW59t9s{utpQvxmMgTvhi*}uLp2Vx%&-^GFxVe{T}
zuALG-H6+iaT7T-MWNENn3mUNsB;037Y45w2<b(to4drU{(QV5WEF7C-kpPjTf|m$R
zaJKpVW8Rt={p83852)PSs&}mfx&vwpz`XMj7(<i{t8ga7!R~Fn^P;>Ct+7CuR2moF
zNxg8%VQ31-k05QoGuF&g0B^b5O!iGNej-}s@CA9|cWd#UgB&^D4qYc%6U9}-Z)KL)
z@0n0j!5EC4lH?B6hrXs}kB(}G=F8Z}ZTf5?NuM^P{O~Hxx6$ep1MzYjR{q&AP%jOJ
z|B%ITQc*ykBWB1n4nlg|E3N1P`G1%HWgT=?Y+gYaJx^<_e(P8i3#$zPzEp@j!9_=N
zw^$FauhV@n`_)SWjmt)Y9+dpPwnooy8)&`G;eHWUt6snC(d+qC+yE0&VA1abyh_{4
zfOI+5AlG0~Rj|s+tPYI+54W<mALq#GYi@8+W81X9ofSKa6s=@i0ttD0Vwj)-FBbqH
znE_mFl@JwE&~}z?ijKZZ=a(M!9BKHVmfd$8B<b+=b{+TID_S$gRfwm0K|5Kx&%a*h
zFsOmT20)_=@H%w^NofM3Fi$vW-1j4Yx!n>WZ1?*H4$r5gHZ?n-C@Y%m%~uanaTrm6
zZr4ebs}5U-U4>|gF%mKw4tq5z&4Ds#AX|;ZO|+uz{AVdMl>@aIN~3)?(%`||f&yq1
z;LX4&FC}fdw2SHL4DnM>zqT`Fajob9m#Yo$bB&pkxtu;i3Zr|PKiq$5BHV!sUq#gl
zsLtox^te)|i*3QAZ|FCYw^)G&2JG6kKWj2RFRbV?MIG!QM;@K6w{E)+asIe_Hw4dP
zfTyq}*Djp>mqb9uYv}unYJB!1cK7wU;fk`G>n|aqfv$M(A+-;;C$6zRQOH2$0VdHO
zad3ZIJLZ=RYc6ABKkW;^!?`M-j(PKMIKp(^s#~;xxR;E^zEC<@sDHe_QUMY_lTRqb
zIuC(C`|X4fin*L)VwCIqX`m*6@~dagj&D+xR1TmDwNnI>U=|dhojqm)P?}Zs^?J=5
zxuB&%D0@lUeLtVrf|g$amOTBFm^%pqKygORxg|neIWhYUjB;MW7>I!f*U4qPz*Z(}
zB~E?wlU0t$ki5io9ZwdUN4z(Dp0!&8!#r+EXnJ);4`bu&qTVJSMed`F{z8t|<jKJC
zf~H4~0=M#D0oS`V^E<{-o_n$D&|nZtKeuP?@vrt)+O|&n@64VYSG%LCTI<yMy2~R#
zb=TA_uCc4^r5aE}L;+M%1zA;Z{-;h>S`cPjDwgY{>Sg5oEtmMV!bVMrZxtnV0v3cH
z-rdR$Q`v*~d+4?&H{*BCL8|Q`g7<0)415m}Np6Bfb+>*%WzxVt%}rHkvTPeMGtOV$
z5<bJAR%>*fY*V^StF_vUcPePPX$&mqIeFR@XGqLI%xu#>{f7O7atl;d1E;aw(z3Hq
z@JZsPU0d~}+mYF=?g~&y#qY#bXjS|<>W(Q8Fr@jndL$-@vD9wh<$zm9B0lRsXSltB
zp6&}POs0e%_sXB`(<RlYgd}ZFgOC;PN$C!3!y!TkX(3pSghVa&ZoO-2#v1$Sr55XB
zWF`a@Fa9GwxzygIPD@G4r4K$nRQ&vIoiPV1$$utjfKc<@Sp9j#L#AMpcDtv)@hs>(
z;;HI)*XVhKyU>@XIGGA}Zo>_o2h$1{o3X-T1?`{|w0niTU8YdO|L{mDtRT!mDQ=%b
zyDrA=EgxD63DpgnUNRj~jA@&TegAlfe%S@9XTnEcpNfjEyq@(dp_J3xyLEoYzV!>B
zO7MWg#h@2+lE5CanO@9+jJuJOUhDl0^`8`a33J0~eezUtOiQ+Gs@)Z;I!|mwAJrBz
z?j9uLJRyGi)!$!{kx=v_>0~7lvU}Gk^(eU07x8VsQhcvu{^ZH%a*f!u?e3zc6-3$o
z&10z?tJCg@Hbd)fM0c^U_t|L=7${cMESiuP_TxhT_aO_wz+=KB){;F(d4s{^B~amz
zg(FwaV}abQoE*Ne<Yfm@#SFYJx5LAbul?me>GY$S;ySsG2^()Z8g?T3S93v%N-Gen
z!|<zg&9?b#g4WZ#$`pN$Ck2lS<IlHp*yBS!Pv<+U&8x%Qe`@a)7M(2jS4x!HzZpy%
zpBp));a8tu2Qs|M(5&A%Rj)wT{L#9)G`vj7V0pJ$WBMRDwKrC8+sSEC0-VOOe+*y$
zcDlot9;TH4%H2Or`G4QbTypQH7f(#<=SU`2#&-6$CI*(UD{DgwBo=NK5@r(E6+5tJ
zIrsm*&H10({QM+L@+MYh_Mb^uxVeCvsw7MwU2IH9m^76PEliB;Nto0e4DJ8kk+C!|
z1O5RrHwK<&<K!e^k~T3n`)p6b&c#E*Bx7Z7Vrygl)xh2a$==ohcu>sxtF^6~je(H~
z2@9-0plLM)1G_IItjx^+{uDL0w^KH;6|=Uqv9>a?vM1ptVUjfe3N!@#hP5PaVq|S>
zf+Q%2^q+Y-!yTo)Y9W`XeNs}t+Dtt@euImFVGJjNO&&-sqO2mKEKYo@{88B@ThI>v
zk(&Q4B>R&%GihL9AgKxlBCS?G&ray==J}1Mn}6%da;wwC(f)A~&w0}5@lw+9e(@@z
z!~Rr}oj5e_H8p&&7is4Idwz|f!jVO@=I^>V7~$eus|&Si&{mf_%XKY^x8Me~`(5h<
zx7S`XnYZ6`WVrV$>2{dt4lykC9kGk5u}fFqsv=-}SBg9f+P0M7kE)SY8!}8;7%+BZ
zPij^3Lzg~|iRSwi?~#~s>rm_xUzBm8q?fAy2e;@!-C|bm0jFq{@`5kdqk#R`>i@cV
z_7O5?jEIda{$#W<RNl$G={c{`=PC$2h~D9NUNtjaj6I*2_l_veHTvCuVYkN=KlMyK
zl3%3cdSuk3#}*ajUZ9%`kf}XI7d^!kdA?j_&xqe%&FgMY<HCiyD}k39qa;5Ezci2U
zX-s={%1tzov-fN{lg&OTd|ZH62DHb#ygiNgiyKp-H~TgDd$>uQ=I}}t>}t)HBZ}G#
zhWF+JLU99r-V)<2I@%F0EwcO)>mA??iQISZgWl{GQE$75>|mz#))Eu)SC-j*|6gt9
zpQCttGpB~{Mccgje1+{DB}qb8Rpp!#RNrj;l!2`jeHJ&-&|Zea{CvSw61nndwLGz)
z>D}$6BKqEb`@)P$ufG8aN`MGU&9c0e+9~K_!ex{#{q03tDEo%R&W7Z(lnfsH7gcQv
z?JL{ujCpps9zN_uNH}B)U4NbyPQqJRYILdAB>l(mkbMk4qsyMVn%}Q*MpVWL*u|l;
z-LzDutNQ_;;q9MGA;IasLhiC+EUK5j)MWZ&%OBcr0AKPvh~Rnac*OC3C_8h_&{U4&
z&y3dX)1(=lR$!g2qE4&6zHx|mA(PNLDkc4m?;XBs^!DI{G>J)O&%S7demEe{+uFO|
zRkWs87vF#F`7a^keay+G>AI007i4PFAh(-oHM~{rOk_vDsZZaAa~3?lV}3fVs+wb<
zxL~14C7o_o$YkfOdo|*V2qK}Q#d#)D>quglu}ftAlc}YLs&#;qvN|{cEnAB|KG+I@
zB5|YkOBQLz`(&(n?Fr%-{_+T&+@FGSZaQ^Wmj}UT9F?mzz)tj@2}L>z=emp6z6@3y
zCLx+MKNqAfWD4m^!YB~o65XQa$|xKXX)0d@Uv}JoUOXxm-VS-j3{R=OMLNm7#AN-2
zjSi2~10IsiOCckg3Bh{<H<wt?R3(0YCB24Hv@%mCyr5!m{x&11R&pDk8=2V4<b{3n
z2b=m!!S<G{1R1<i>}e`7)*mbJ2ncf>TQ&oa(RYm>iS+iLCCMQ{?`$x48`Ox{)Cv+8
z+!PE1QWy)toQSGfkX-_}(8!iPoaozPY^J!|jft*H|H{rdY|AoY1h2F!ELMj`b9cP~
zog{nA`qE@-2wS!OJ7jp8sEe*er7B$Mqy9Q9^|#VOXGA|aFyJ#drMwy0FPvmNo^KQ^
zT4`NmcahTEj%i`;I*W2fO%>$Y_)QTblFm7xa|Ll~_KLg6YlD({%;e402o4Dk^hZl|
z%fOOB&v<>+&YR`7dsVl;YExm8f5+1xW>G>=rolL1nY;}uIySInIH=~RV3HtlMfk*@
z`oT@+rM1P~yEOa{GVG#FbgAJ%w(T{Fm9<=px?1R0;!M(5_u}wsAgnuZ^i$3hJ4tSH
zVfa9W2zPK&Q{NZ&4jd30QS)WXlppI))nmuqxepGNCs9j0st|enq0c#_Gz+617{VF+
zjAeH79Cd#A7m2JNlN#a*`@az8YtvtnSq9KLzDAq&;8v@^lR)5QjHOf9*w8nxM2wzP
zBx*kh?38-ONlS2U)&JDiS~*z55j>FvA;N}x{SYgkW@d5cmM8mL=!2pLIJhJ7^;Fj(
zoz_JF3a!799R#?I(9OAGfQ-6P#EPdHNqNobZpA0PPo?@nB<WVHN0JSN3*+5y1M`Qe
zDaYtgrTcz_K|i!sPlT}#OmWa}svcEoOc3ss$>tt(I4ELoeFWEZ!u(g+$xJAdN{kal
z-GQvP4u_{4pUVDq|M&3E>96feCl}=pjNW|3`C>ZXulA-@YU#~6XTKg**yT)Ulloh4
ztJfXmvx_sH3%_D{m0SmBa&>>AoxEIskk=z^V&HfUPq@?Hud276_bvT%e4WfVZgm*e
z>^!X@dcwM%$ap}eZED+FZ*L4Q%VU-@vac>2ipPbVNeTl!k9_<k74hscLpC`MGwshS
zBlSyP+hcgS^i4SC7aeVHxnFdJx2|hCdKqK#sLF0yXVgfu&82hYP|B@Mc>16VpNeD9
z33dnFN#$O6)f`{ou52+ibn4iYAg;LoR%+X%V*Jg@xE+t?e>9U%fI{@sE&C(tyKJS$
zSq;t~=BRvH8Vfz=O#7;>x~#ab;7YJCsYTaL!gV`$5G-xWH}%bR=`Q4QADf4!PU|ie
zXdwDX#F0yaob3t5SFuA@(JS4?^`i;(!*TT^I9y6^ozK06ZlW_9yapQ*bsC};%{QHO
z@<fvJz7hTOaej|}#Ghsr+G=Q!JEdMQF^}dUm_wI#Iz{}m@K10lBTl-f^LqzrDbqz$
zNsP;mcQhW~8rc=uE;e$-1=1eK+hc~?rB%NKmEp;S&ySInevULXPnG&ZLewkf!cLe;
zVDHa3&eAlyN0luFY$(^sTqrd(Rj=SudGT%g;L8w(SHDv{R7=&zI_u({%}J;Vg30%O
z9Jc`W(U^tGx-$bc_f})hm?_?Mg&>BIz4tK@e)<25rC7r5yXBl1`#7{oOI{%esclat
za28Z3Ji*~tHMd&CVuWIsH^>`}&bzeho*KdA8YZ;w9SGqQ98=#o(^|0)+vQ%W7acOW
z?Aw$zu~+&dqlj5!p^63Uai*EQM)6%^E*#nI5zg!Qs+2VIp{}Kgf}GR-zUHSiW(T$w
z=zcPHV2NvDXg+;g6IuQn+Ah-s_eA^^%gs&-cDL|3>q0e=8mHK&zgCR>Wgj!%SF@>{
zlKVX&#l6+JTi2q}nWdnQXJU|dUoM?wE-B5Khr_73977A;a!<{QJoSRDxo%Lqn8NQ+
zdY|D@`k3^gq^^kxX1*J5e0JG9&%R=5>!P55QS2o(IVZ~UO78LJIJ<-m;UClXIGY49
zg>P;$6%<6~Mq*b{l42oi>AybVu|7Au_OkJxB4W+qCChwH96ghznw?sbK7$udoZTKG
zv6sL8q*DBZviU9cJ(;||lJq&gc`9{Wy_^-9Or_bfi^3tVo9pjL2csC*0ucZFOgYDJ
z)Vb@=;IRbPF(y_K^Uyrs=_jn<XLnZC@rPTg#2<Dn_-3+$ZlH2Str6LZ>$4mmZP6Y@
z;ZtT-`*P7){nQ>Pu^v9(sD2uxQ#fbfJSkyJ^68SfPM%;Rj=5JOtIGB+;;#MH&OVZ`
z5I|mEnM-ML$_n;pS=X}0V!HdF)*!r(UZbQK)&=$6cUu6C@4>c+snt$n`kB*6{6b0F
z>qO=zN=5o+<?=nJbwUq%Zc9jRkqf3#ixfM8?G?5LQi$cgI_DjkT5GjHP|cbGv^btf
zkUq>P4`s60ay^{O|MN{=G%v`ae>KNo!uahuK@k!8O?S4#sz1pEef^J!p^$e!I4t*l
z>aKOvjHYAU?+_gQ%ng>c{Byw);m^XO5~TNCi|WNFumrGFicjuTDf{fQG_9AMY{|@g
zpD9BTDF;Y5j?8U^*rzv7mVVa!U_>eXb}`O2G(`1=<xHf1HRd;2>riOwz9HZCCmO5b
z>QVW1p1b#j*p5SC^F#UQr*yOUXrwQ8Vq@^s#Ctz|ntNwD1EPN&D<MdJ(?!&4#4r>p
zrn@AS=gZ~bD#V3TN_m-;+TTrg$I@<FjToFpG3htqn8I#gs;LdeB<tWDu2dyu6NaZs
z4k!Gj$X@FM!mZUIGY#7!?u~x++yphnaN`<jayM06kz}!B=m&df>-{sRwb|=Z%9Z-u
zB_62^_V^C8MiqSSkFyD8$m)DPA_PPTa7Gg|R-e>}tMXD%=+e6U2J6D+X6o}$+|XH>
zTOFkl(#bAGi?D*CYOdASHOr%WyrV&i@1kptt-rXLm^d7?uf~_7-Ba~zpL9$xa~`6`
zG`}*+&iIk#Tp;(N2FoP4<5?=}T_|>ZU`5miM6<DQp?HS$u&?`{)SBv#gk-S!ey%X{
zl&0H|OVzmTe!di(Ly(EZN*}?<y?sj~2;LL42z`4^_NO-)s#5pMpg;HYZ7Eu3iTN8w
z9T8|*ce`?N{|6^Cb+`PFPF(Yb4LQ>@*%Fz?tpZ<<hkUmteWneZ=LE-`Z;_tE%^?4F
z`C|C%_xOjojLld<VcYj^v$O9=Ivy2&CSJ)NznS!Eh~!2*AZ&tLw9b*+X68omyGN1%
zQ(pLD;J$2D!e5Pgqb0*pp#KhAQJDab<-m3C<Yh=&uJN4Dk%5P}Fhk4@Gtx}oWpooC
z$(MUZjnA@3y{j@8-RmW2N$6TJ?o9A0IMs17YKS3SK{AQ$pFG5$i71;r+N3^L08`Se
zH%ALAL}zShJ^aAtuIF2_ftHVpdYyNR_lQEte-J~2F)&`$%D>zq?Q%FbgOIW4kYPlz
z+EK}v&<Sv`QNNXXa3#}Oga)bl!x_#}X;NOxV<4sVzci%7==?^=ck?GB=4_pr#)2rw
zyN^o|SIqU@GtNNBD#kZqYK*XN-)HwU)2SXg;MNT5B)MOG3;zf%toBkfj1b*Ogi8rR
zXY2A9LCz8ezR_3lV%Qe6)!jlV>MDPd;lAggQH^6Y<%XUHi99p)qWBc*%oT`<ih#f(
zgTgFx_?qXQ2}w1hTZaDs0Qo=$ztlcOqTeLBBm$&;iW`A9Nf!2q*I-6K2xmfA;szt3
z&nJ@@2O<9zpBmv9FGsr0lIjM*F<y0(CzMa(?H20_*yC)eao7rmiOW7gOb`}CCSEiW
z_;i9rzbB;_NrO9!WPJxov7$O8f&7uME>TA06H<g>V&qsJjmT(}^-R_P4azjcSX}~h
z@kZOESe0hLn@Jb_+ywzxWnal&Z(=)A%G`&@{I?$2m_ejY62-U-Me?j(WEvY2{NB$0
zIip|tQ4yFE0am}9*4fDV7n`7Laa?b*k0L&E_Htr=V41g_q+>khfMUPeG+$!Vy5O7`
zrVDeR=#vdi>UgQdm3IpUMtl&W31?u6eOwcFJUpd%za=G-@v4tCOc|S)wqTpAn8Qu!
z!I&%)l*zSHpX9nZc%Cn4CxwX1GVDATLZD0zk$g>c$;60%=mRYqyPsEl$i#N&4^f)T
zt(>M<GHE9yk0Pe&qtZM^J>j7X*hDpG<n<=|x0tHiBTDVm^pmy9AwKW3l7Cd<bXBcr
z2oVeYIVotFfQgd+a0g39f|p48`j~RVB2WiQesY3e*(2FYvh0|!tXNT;WBdlogl)Cs
zrBn@<y|lH7K_J-B5qZ8%pJrmn6pBD0RtVRGR2t@ZKGhtOrbecHCWN^ju9nHf$i9n#
zqD<B_-nl*zuu-2vMXV66Nyvb~+ToJmWKGlv4`k}F%pt#GSsk!0#B5^PT-8q>@5OM4
z4B<k=#(R-Y4)(*OkW6c2IaPx)`Mg>t6C?GG2D;FAr%H7>){5XyL<~V2<B|vaOOB%o
z5g<ALM|6B9$4N=Ih8;=SBs9x1XQ6mUOF8=E?Fbs;Hhv%jDH#=ROR9ThR?UNA$7k{d
zDUda5{3xO$iVT5<*q;O`93$OdfO~I~`uby6E@xG-n0X0zkF2OqmRcrd^_fH_cjNaU
z=AkLESSAr?%)k&r=n%cJfs_sIBcw#m{}n}bB)(xbIYNr#?ZO%xW=rNkP$n(0ziMYS
ziIV3LIz(?gB1}+-yGS~L(Ifp6l+@zHnS4*m)iF}<$&|P;?iI>pW$}))k?!WO#zFKD
zz%j5())w#FxDzV&uQa+`+4h+PN#@6x+jVHJ5m@A<&hZKDjxGv<H4XxZ7`h&s)AmVK
zM_@*bd8N8&h9Q2!IQhQDnK<Q`321z6<DVAz45M4@BY=qE=;ouxpn8R5I2nhDHH6qE
z@RrVQ&i}N1CTf~YfY3V`BAl~<NnLBAt5FNzB8CX#h^}$i_Pr?X+#{i@qxNo2i_A9a
zGjSqj6VND{g!ju#`f7<Tb0f+GVI0NU7OcvSkuu(%&}BIZ4dOHTV!JTk1Tel1(Fp>a
z8h*889*odof-rtV%A@5j!HC*b(n+YM>Q3#TOnwmT=IAQNiJ(nHqekBC6(5Ldwr#J?
zn+WCzt#PPUM(M*SeM;^$MwgaZ>2!Q16T$X6NCya%jQy+>BiqVBBoWLJsx0{hDH4Fu
zMFvCs3Crj4n1b+8^6h*k<(e5GHSa(kw8?oOkP-7^se~vI-J61A5zl$_H=<jy^*0tj
zvRv`#SW4!-L$aJ#Law`G=;GJ5#n}3iDG?5>>zs&~Y`h)=+pv{$Zd7%1;8?_S6G<hU
zU8ltSEI9cXMc@sX+#-#RJ9<ya+!&K(f>Ff#N5O7R!ih6p5;#VqF-A79>06`9CXIL^
zq=;&gA$+&wDdpp0_Fu8hd!?}t^#R(iw8*O^eSb{KgudZ3`HB=1PMsukj`nR|o4+qA
z*+EDV)x=`HlGvN18I3{0y5?h2Sg!cy9+JK(z6cg}bG|R-nx4%`EQ2PvW7r2dYd_&f
zbY2)CMN|>k1VVyPe@Y6`RGq*8I9;kMt|qWdUL)zad?r{XD3dRn(t<=1D1khqU0M!-
zs^_0!>d|cFAgT!La&z%={fXtz?Id+;B#R5IkxQh$WbPA5djvic$Pv*ZYv!^G6^AnU
zk*TR=5(^WK!9zDPsXs;HeZ|d)z#_JZ0*%1A6C>HlV)&$7c&%i+gz90L5PlP@&!qXk
zwlbLo(Gta$qu3eW$m_iPlTp=hL2SE-QuF}s7*#|oYUJ}$>Sutjm-G!W`ApiDN%I7$
zXb#wZD5cjdkAN{p*vgacH$a(}*>>DPn0piPB9!9fpjNx{)dX&$UrTlMxz{x_;Q*ai
zNg8K3aLrtRMD`hd@--=`Wipc}`newj@V>5L{NF@U%muMUcoV{<?~vRh?$rni;XY|?
zB7<dF*xlrAjB1;HIUUvUnf%1oGy=9C@zHB$B7ib^fl1$QrXrXJ5#Ie0kcGZ1a(N^r
zm08z(Mv8;(S_PJg%|%0z<upm>PprqUdKK!P%;XdOtO)c(z%%9$Q^sL3D_@29C0iJX
zFoGQ83;W;zDLmtTLC0W!I*+Kl-EHoMpy;#n_1B8@ZAZYiPVlOAJ)09Fr;gyGF-sO0
z@5D&z3nRh^@?hqEsF0Ez@{jIwv|`|~5wqz$DtBO+ywYax4b*!K$^`YoYV>GZCJ+er
z(3c|6CjwaDFSMBmPO&jlBgir4di|snA~^H=sI)#Jg+9UWa@lTP{<<LLopW<>Mau-A
z3Gb6^wXQ*HT_~hKt%!iNANMPdyEpq0WW;&J=ST1j^*gS2?;&Bo<`+^~ISc^|EE6w#
zuZhhvLBkwHoQe8OBH+$3dc>;M|CReS4ra;q(qJDpV&qs-9Vj{19un+_hore_f7`x&
zBCwkun`MF~Ap-WteqDES`XrWK1_G>zH<Q%E?qk&uXM{RpZwYCa{vcJ?D+T24sIV)D
zVVUe~v-boJlX!e4_+XFntBce!Q8m#w0-lktOZo4P*EonXLLG5NwGT@EF~^d~xGs{~
zI-wdQ)1-Ty$zEp~t~KF`4wJT7(hPhiUbUgSIn(se4_y(!EP1X?UF@D?5o$!cYhS|r
zu_E@0NCMGGKjO&N!ZLY9+`Bo)c$JmaG6|D0$GNSPF>f<@*K;53Biaaf1W@vfw@B7?
z_5l1pXGj%!clvsbm%TQUbC)X`C(rKYm|8vAsjHmguZ<6cK-SnZ-3MJD+W#Th2vi9n
z`lq@d&YjYv8puF64{<S?YDX`7mtnaPkIw{sa+DMnsWKUYc$0SvNg7{cvv)b>RVHx+
zJc5%rZw$))xRtwqwd+zvwp!cOX0I_6eReyj70r^4&jbf7;kyl0CX=Tbh8S_t^S*2<
zu2%#IIAT6T_xisDuf;E=;xxY^D>bxkl;L&^YDb&7TjI1#z9FTRRhjh9h!cF}b4}`Q
z$A?l8aKzk^i?Tzy&BW&<om00D?UNKPdQRzBCYW}!8V^pt?D$MhkxEmQN%VvtxhER=
zY;dyAVfh9G95F=L9brSt$InaAX*3!`AhY6nZgzgV!_u});`EuItiGw1Np~XYukAp!
z^}Y0;t=n@Sh&jUUD9bCUQ?GWs`Ah%bEjcf~srgkl`#1Ny_On_zZOf#2lKM<kUGzf0
zH|7BA_6$CAI>O#1TXL^HcKiJx$v^JWEy>E_TB*lt;itrGZ!>qq>@z8<&!ih8PW*2K
zs&RVjx}YMA!^Jqlj>v}&HZA@oIIrh$b@sTl4s_7-A)t7b$^I>pJozgcCv4@gCH-?L
zx8gI*hCobji4p-c3GahU@d=mmh_EB_p{o+I*>ehJMa~cF8>}f}<D=ZN=|cLBWx^Ix
zTyZ9#`fVw#5=p3G7aa7b#3FzuSy%jv9eW!P`EbivpqGx8lG9ymJS6Xm)kCr(&tRGS
zHBO&N3(G{~Oje|ee$zo9W$ghb?{o(Qkw@@DG)p!V|Ei!Cl`ETs<sPX{;`NZM$e&my
zFSD83<Ficg!Lpm9mdT2w(Qg6-j9KWVZgA`^LGTg(umFF*P|C+)2q>G^ACh8Ny$!dW
zolW*?X*hLl&84E-K9j&QNt%ug7h!E}cm$03u<y1q4uX&P58uNXccPEZl&Vuvx=iZN
ziz9|)#wh3f7+5AI9iwG}o;fD4OjsG~OA%NG0eE7Gm$@RycJ6S!fcS@Elx!5lwK@!g
zVJ-G?DI&1TV3e>wcEM*7({2t-f;*ZNlxmqIj42Y)owTu^^2!`lbEHh*J;Wa+FwfC)
zxcI{^<67w_dE?ifcR%Mj%$~Q$ZkgaS`IeMc)!m$)q?)`7NP_f$%QGxEbx{KI%rk(y
z?`)S@77>tRCElVv18^QblPe{*Q^R0|WukE=0}yOtE<HXFQdhBFO!p{(d3ydS9quk4
z0v<*3slGBX1&(|29hS+qCVg9cyE#~}-w7;}M6U#U!l)O7ivZlPtI1K$iMhtn8V4nS
zDwt2Vzih}u>&l;l7x!0Eof<W{*wJLLOi<L0sMe)fScSJnz|M!I$M0S=3BmKHnwq<9
z5tIO`U})&rmqldUMaVPow@YrG>#w0lH}s9Zn3n{WNyD9v?V?ONKea8Bkwb21$o0k^
z2>8an!xY@bjv}fAmJA)Jv7MyhTSt>G&E77J2$H<@puw;|?`$%0#hE}9EE96ksLy0r
z>W$ldBxYR6`s6HiC#`TD3SkJ~xaUxp)x#O`x1>C}3x0ORwwClwv05hIlk)1in==G+
zkKHZEku~N!QgP>ZWd{d^FoY^uUA#X8=Yw21gvoX|PajSa*kMPTy*$1guuK!blFG<A
znvy`c@#}*zhQcfNICI~j3Q!2Bg+Za)-sP?h%dXR<ItDq_fpr@{ceBeNL)1l=H>TaO
zQd+E*$)Nl_cGqK;tZY+f1a%)=&Hn7*pcV#2?ocUqVc>cGgr#&qBsDb#9rbY6@8D&x
zi1pO)FQu%O$#AqAr@MS>-(%e7QbR2agcx;5&vvHVm_{Fv=9+_>NdpZb%8T)tY-_Xe
z#+e)^CH0v^N%SN>%b2zO^h3^eNw9WM3n+*FUuzieAv5J@dzuB;$);vTEsUfmdOMj+
zG(}G5G6+wT%EGZjwI}R)!At~<wWs*5vNEC&PzxxBnNRHU8I`lAvwEEvB#%gQU&(dp
zz=-~YWwMo|V%*IE+aF44P4$_KC<BGkZDZbP3y(T8O9)wcgJk=(N=QxrHB)w%i|Gn!
zte5yBdqY$8<tBZZ`)a4NnkAe*K$-kjEt8>%H~KfSgR{h@t_lj&c5~Fv%0K;li6;4)
zRQjx5!GY8Bqy|s+)AFF#u+;jlln3+Lj1+y_mPz`Sm=5|u4hZ)nwM<5eXTt4l*?QkI
z4igHY9Qr(yzLf-r)R^D~)e`+&k4}4&<odLZ!bLdB)^>>1XM(yuLn>P8B1(!U=UJE~
zdwZ@T=TQqN2UJ8q<2^ufkGToEWxBjynv2J1*Jds}mqx(W<2svzGC4s?&rzSrTofAX
z@7MCu511(z%L>{=IiMo?!S4hM|GQe+{8p-ybMWltlDae|p9vJ?ea5`gO7z1pdQH+0
z@T@)EQk}|)6vJ1jh@L|x_p7@!gHK88BPNFG;XOy~=mIR07fb5KAT7U>rDD(JBs0j*
zq_WNg7=ex`II7JW^Kq~Iv~d#b3R9sXdM1h9#7mRuy(fzfcL8~ow~^GSQfJtHw|8?~
zO%UA)!Sunz^n0mla-?CYH<I_^ha^<;PG^TWP!TAKF3`|{x7xg;EC;Bv^QFGp<gMJX
zOty?W&g4WXt7X!K^T+Hb1bMObFR-riaiJnm6kYaBio(HUSCJ&oNb3ty>ZZuXjGW63
z=Vg+{XM#HIZbdly71Ey@_)NMGf7$NpUn7n{-g;lM$g&fDBiIZ@k)NBL7K?wOv%G@O
zm<6vl<G=qq7Xx;DCO5>F&jck#+Q#+NXEGOs#_M~}dV8jd2%U?$30}HTnrqC#OKd}L
zDgG^Ps&?{d4i>Fxk*A4%QLi~h%LJdv1yWmM@)npA$a9GET7KqXH+#Wor(315mH0em
zR&3uIM3Oi$hX`*VP0FO}5eW_nY$1M(XLBILucf;F9J9%+T%li%A_B;G+VlQkT;*YY
zT$*p2JF4VJDY;w7A8tycND&u(?pP*qZ4Kiy!7|b0NG>RwtTsLGaIehV;b?(_x|nsm
z1dN?76&KMgXr~9Ixtr<p+|R7N8>=s|Og0z)hWO%4;4X@Asbw-&T(!brFiZCE3lAA5
zN!?KtsEb*nOsisU5+|7r&?J8|tqsk@MUt#Q+hx9ZsigiAQv@uN6r6CO)Yej;$ucw<
zt3MF)jr`0to|CY7_y=`?(pU~M{$4+*B<@6gp-EVqYkI)tFmL-zQdlN&oz0;v_3xy*
z;rM2FSPt+B{Bwcveq)`)9w5}H3zWw4szl_~l4b?X1);C1X!diaOexF>BxTPbW10L}
zYBBmuu#5DdUr#cP=mi;T4^P(+z|e&nMM1MDjpdNR5IV>fU1T>RV4ElIZF<J(FV~|<
z`4h|JMQxu+T$V|D!CPITmdQAB97S;6?3Y}~HL8hbQ5ws+N|5t!nu?<*Vg+rajM|k^
zx0TeN;){UA0eg|u)iUWyqEY?v`8NHe1Dm9yNl+TgnFu&Be(h}I=9bw!GowlvH~l8Z
z?q=d&7i$FUnNr<Y6}}t##@K4pOWo?s>59@=&i~2ru1kZ8d*M4tnD5Sz`dqPaF(RD6
zM{g~ui(|D+E|dDY8nl)`&X`A+thHxa;?u$xZPW!yW4V)|TS)rWAU96<X*8%w@l{)%
z2NDx>E0)O%#J?ui-JElzx`|pQ<HU5vd@WV`r-NK2s0)+^s$(WvuaWEn4zw1FsVB(Q
zW+y1S(M(i_`%I||EE5-#NIwpIwuUcP%VappCG#$0-j}L4a+RPoP#rVJ{XWS(?naZ`
zE6trGGxJ&cxjO<_CRhc3i_bDaiBW28lgZ0T)txS*`l~Uo^78k&k#3X*s$(WHM@Z=(
zZXCSVOI@wynNaunnS*}k$Lce|GSL(SeG)6-mu+eYfNb<*kq&;%6slw9@J~!RdQgk)
z#Wi)^JrnExKC?|vjK`IMWfH!xtRIHKpZ0sHZKjq<fAmW1Rm6j?X;T;5psHFwbRYB@
zRLAt#*;x65n@UeCx=*t8nprM-W%|kbp$7s4tz94vs~~k}8}{9<lKS&>BIrS-ME{H?
zX?Xt0sV2hMo!mqH+C+6s@5~Zga*a6ICnD7CC@C%Dkx4Y_iR&CblMTgVq2Xxl*^_zj
znXt%uky<8+V~qhilw<qGO?_V21JyAdoVG~J-ENXDqDc;v>E{eEcD?l92pCcjq{t5+
z*KQ7$$<@+WqDQ&^O_CA&<Xd}?adH-h6%(oh1=2xeeVeAZdC%!-hzp*P1#eu|wL4-o
zNJe*A91<|bLBAM%CZxRE!YmUxkPK|J7rhbijCqsIJ30%4>Og^XI<ce8{ZkgWDFi&V
zrN7K3QSV{v6>}i4iFkyK#b=qc{w9r$)iRlbI!XT88oO1t^iK!bp-~#B4irdd_`91d
zk*J~1cUV4;N>ih+!{RY4ll8?C&>lLa`m{D7=!H_>%A_?tL|8P9texkX6e*fR-@btr
zQ5`6d&Or7{75`5bgwCJLo_9%OxdT3tK{u`sBAmW$nS`Hlq91*N&*WOu+*FmxsIk||
z;@#~aBO*!z)qw&54`#Ygi<31Jn&fh6Xv)QKnU39@=ZbfU)F`stkL-tj4fEQ?Qs2g8
z)G`T|vhG@Amo{g;D~yxes<>ZJAgB=}{Rqi3*M!b;w0WM?l;2!%$P)2RkJV>#y=iV{
zRhhV;ZTM{>gNQjkb4Oy10-=3M@*QJIDepv+oSbQekBhe0wj|dUOG@Xb<FicuWE<Q0
zS)D18&yUz7ek%2g{6a@!jsiiA)P4WwdDKYwnuMf_U-heuf)sGcM|%`|h-E@b=lFJW
zrf#%NqHvYE31=Pz(0cY8>4uAhuBZ+a2x?>{>-|36ddfj&61sha1g;o;IYNNNDJc^#
ziqA4ZiIGrxdr7G>aYW(}oBfiMTxb$h2MPo=vbuO2vU3qkLL!t;YJh8qtT0DY8;EzB
zRN~4`&vS2*`isR!t?4Vt2z*Kkq5DE<5Y>SKL5-~KXa3@czqH{I<T%=I*(@kY#(8x6
zh6t}I_B^S^=rg%YYCB0vl}U2B$e4GVJh|CjC=(P2YGl21_R91^7wtbRt=+7i-iwI2
z))o6JH#xog;SF4Qx3D#=mPtg^9{4fV_xDT{9&wO^5%#zuy%04*2{zJm^}{WLUUR>+
zUa8sA2B!ItH{hwDXn4Gq$rV!DSu_H6ND4Z=&3N9fUj6|G8!M=Vze*i7vZ;7Cy3!;~
z_{u3h+W2w^tS9!=SS^!VrLnbICd*MJ34fA<(YVUhi~>Q8kmc`oH=2YDt~;nEiI$7-
zRID!cT&czt0gIa*%VZbznM6zXo=?MMeT8K1b>k<wP3oJA&kS<68%=Vjw6;}E(v!vx
zE+A;_WGTlLXTp&#SnFkyBCuay2|<9cuI*B}yNnZ$D=A7)BQFvEUN_ldZ%r-SBCBbR
zVqhgEpjE`46`y6o*_^ATPWfrw&542hvpo_`vURz3TV~Oq-p+omzfYQ|k(Wy9em9!r
zW`E%eQ<|J)Ho8Xg9YJe9kJV>#yEI-ZzFH=cP`k%N&?H-wYqz-3Bo9avHL{)f54h1J
zH+Ty+@pKos2Z`PNywozGYLXM1w&!exWpb6&)G~2L;{IDEVE%=r%1tRJHpzq1U@`l0
zNj>C7lU!$~Hnv(btAA=cxpFPBC&g!(piJ=RZ>K&JC$t@)Q8dZ(3+3xmP9n!pAgB=z
zO+4)2&<zvTwRUPF)g%K@+sUO^CX2+L?lt1t&1w5gYOhnDi4*b;(C9{)JR;fCk{sd!
z6bNbrvjpR0h}(PKa)Vv4iE5GoNbT@aYA5~F5`P$e1^J$Azy&B1vghp}Dc|7`wdo!R
z;A*(uF6f6|gI?2F-KfX42LZ<7XDpM2#`{gIyE%kXlkih_bK+tswm;Ye8B|O3b3I!&
zsF7{Ozt4?La%*bQ7Fo?I5EtXj^4!JZ{Ww;i36{x@l2*%P7TUP~3SmSf`_T-8UV{Qb
zjkF`voUCr{kg08!CY^SVlRlw00$3&s#QxgUV%*KS2FpY;YMJz=R@he{jELl*TB4up
zJCSMbqUG;t`(eVyL))7#0;`GlgZMJ7b$liq$kJ5d^Cjef_u~{rB>T|}gI>e-9BSkR
z&Q9<V`L?sxlO2%U(Of<y_Ls5xOs<#4UXszEwP?uQc?!aaNDitc`njGHe5jF)#B-Ka
zps85}qGXkUo<%tQadDo_X>mqlSIMT9mXsZ+^Lp_R2q292yU`>l5Y))}sqB?0CwoH=
zk?F|Ob2mfKJfd6bVos4tjBzG6O7qQBVu@(Dll~Zl5s~c2#u)S(6bNc$omBQxH=5*e
zY3{3;j*`v4D~mZ+%Kvi1U_BX<3U1ij1g&Wnn+VthVMHW*5@m=BP#~xgb_Oq!hKr2Q
zwD~d76MPZy$h;oW6mz1KpLD}xJ=qcm?9Eb#$<+ZnFDmwNGs5Ud%uyhyk(G^ip6{ee
z1^F?)Aca1LsF%cy0O9oCl~R29Oj;b=*jqAsM$0K5AdD_ZOqB{02x_F^`M=CN@sm(o
z<LkEK6dY|lEClKz@meOgOLPCg0jn=p2q26u>fK;=qCik1l;Qi9S0&F?PeXLj3+VRG
zvRcj46=Q_n?m{>rD6ZthDc6&E;J`<vxsPNt4@Kyd?KFrmy3iyL4h4c5A$0kF0<$N4
zO+uUJN}ae$eT@nNH8Ceh*+oIdo|=RU$N_t&G!K-lI$%R*7&gexm6{_lM}eS5hz>eL
z@-CDW-M&;B8ZZz#S2%5O0Tt(^7?)*&K6y-<@06^1>O-V5vw6mPmzkyuO@it;L<*g)
z{CD|*O~RI3KNCm)*Wli{L+We|goueY6#)WRCO?)^jJr8(4S!VfYMF#cYfge=@44`}
zqB`D{dDb1ehnM@OEC^kbu))X5cOB8lqYybFqNb(-%fv}R>V9S-mfq;G_lo8d4~^XG
ziT_wTQA|Jh4|EO0+9UPs7VS<Z`%kmbg(msCOuficLp3yhh_a!om><MvnZV41c7IGQ
zlQ2k5I_MW?i~leSnA``_68&6^>ey*%y5=Qb<}n8zSGw_xEZD=SCJBQZ;%K8K=BW65
zCa^u0$$^s7n520U-x}G|D?H;y#-A_?mZYBDa9c?X83tVFD>{FG<kV3zPfm#O_KKL}
z;<HTH&7lGU4n5r(o(~Ur*1pdcU1$=N2AK*t4ch4*dCjhKrb&*Jg1XM;!v?Y6i_iQk
z0w0EN824p7w|9qez?NbMVq`mzeU^gZM|z-1Zm_M=(p?o4$_0j_J>j43VTb4hTdi45
zL@}~l*zPz|d~AG{3G7Pt^25|J8J3A^);}@TaIv!wX)g4qjQ#hn$|)%)2^e|M1tvJ%
zGb{#rUs4cgh&eJop9$6rD;>2=hTsN#3yZzfAH5*Me?LaxK-aKwb4q5JIQB1^GG7kV
zNS_y9D~*jra{v#)0*SkYRq!`W^>GIb*(WbynH(-f_23W685^6_wZ@65@DG{#qPNW1
zx`QO|C=%(Opgxy+N(Lo<La(oj{k$o=2$k$dnY3rs=BFiJO(;AG?ba)7_FgyopEOw?
zST=LW>m>W213wAuL2{LMTHVJ>D31-%t%8`NP4x*koY_;KpiBsN{GwVW{Zr1E{nM2v
zjFT0|L#FlmW%DAw*km}?-II<(T)^`73s(K^{S$r!uEa7qTv!e_T`awO@)!^0{TV4#
zmu^0e0Aw+C(U>o%sy$I1?t(i^Yn!EEX`LZH*Z7ya*$9T{zm=MXl*GtNE*@PBg4W8M
zwi}KE=YJQL$^S}O3$yhkF15u^w>1}DP(=F*(|oS^cTyR|d?n+ZVK{W`!n@nL!CO%C
z|NXe0W7i8t0)d*?&q(oU2RzfKo`I7;Cne4sjs#qBbrR7-0KuwHRQtaSb%D|#;oi)l
z6~unWR$WBF(J|I&8+ht;or(9Dd}bTv2q``+4c4&zb6|*9;)Od#Di}y(0%+*NFtWtY
zIC7GpE>Ic;vkdrF%!j?Q3r)hoK;qM0Z*}i3bS_CmgM`z6QVK4@8v9f@1YCW|R2s|9
zjER6I0i7_`yumNH$UX#hP!}IfRaiYOH_+WA<LHSrd$5$3v4NI*w*EQF2rx-}L5eso
zT$s@P=o88ue@`mtv{6RUN#E0+cUZdS!a{&9$Tdo1#eOdlpWR^>%s`tzmkM>7R(z;_
zGad*a#bf|*Q3RnMP151&uSto+%j1D(Sfgl(_X~r&HGC%tZ9Z+LHZrq#E!f(-#Z6Wv
z2z`}lK5vGPH!PsEo#Y_EaovNZz|q}4Wk2-Go{%O9Rn!4H%@SzUC4Ty9FMKru?Qpl=
zYNwjsEaB^%jXB3n347ER4EE~T458^!>xVHwfB?k*k{k)8T}*=gXdZkf-;~mFy9r|e
z>~KRM!O?5|!h^=iLIX{5j;YPHBTIyUJ03V#bn|~Wju@r8uuMKJ1xNAH{U{R-eVim^
zT}lT`W9=bc$&o~JVj`$!wSv2~!>s$6oTJk>JoikgtJ8Iql)|umWy1J?<l8<sClT5`
z^$C^<B?TwkGQlA6eg7=ma1kU1383%(-t4vktEz3pzfI~rDK*3e42Oi_tJzsrRl_o@
z-j`eiaOi(Z3M673f>lDfg$eOzQf>-)2PgGq%wjKnznOBRN$!y5b|y0yylaVniE*{a
zC8z7FZPuuFeKJ@(FLHoni5zoeUH4QtSSH6yd9_K+jblB#YuZ&L2{iq)ZLRIknG};)
z!S9Q!;-PG6A11|FHjO4jvL<kp(3&IX<oS$CnGnf;s;O}jWUi@mjER!7_HbKr7D>|j
zfvuKj+qmgK3gG)&a!@-dIF6Ndmeg08)Hz~|nYPQ&n6%z5Sq}QSI6>CaEa3vU?nGN%
z%Tfw*g479dr>j{19A{3FXUx=lG8ND3mJ9KPUfNyiiCd+)rOdT))P*1Qrx8W~%Y;f3
zce*)g-j6bQTBd$y>nnMw$x$V^Ter5E+no8So-$LLXDBM(4N)?Q+#q#F<|ux!1C3@q
z8ez3CT-R~H?jxB;;#=kfmWkI`Ych_JBHn0{_j{$M+~iY5IoxPlwYirz9VVe0KeuQS
zC;N90^cPamz2M>Gais6U5`DL1Z;RD3Im2&a^N&6IA;J{6`K6mAAsB%uhf~rm&Ia~m
z$Pbu;qXiDy>@I08Qddb&8jRxwEOYjf^n>v!llDYbeeMM0Ctt-&-D9R)tt`yce|wa;
z>8(k&l{A~h{j5NTxQ5Z~F6;&CYZ4J4oak+mx!KwBxhF$XsQUL(qio6;TP6tCo?hNv
z*6usa)XV!T_PvI97fP)sQHHyK0e(%&1RLmUG7-Qsd99@H3oH{SE9jnViDh!CRM#J0
z%cNkvV@#D{_Jm@%3obJCHI3hoF@R6@n^Ja^tAvB+f06pSy1<!CJ<=XE_Q2kfxgow~
z4wlIUQd?WP?qZH6fe`TZZ0a)GB*WNnilX~n#QS~QuN7w$-RpuAo!LjSj$&F^-8>}C
zy=2blxGo*jpT-6O9I(4e=H6I$bIy|53&t-d!N^-|{$V$XhEOu7g|}G}F7{)R1l+og
z@!fTX{`|;jw)wHq3PTQrsHVM4{@VDI36{xaL4n9rxA>|d2N&CI)|wN1S8;%t0gu`R
z>!mnu)2}8;8S_UW)x49HEd6Qk;Eb`;D>g<Ntq0?P-AS@{#u@?pN2zZ$HkOGotNQ7C
z#MQ113gIH#%y@&HJ~%>3-B(QW`SoA2U|-3qDj6-ochOsT;I)#yI=<Z;*!XH`u*?~Q
zW9o#Fyxq7uwFgi*$-m%LS=#h#k+eDHm6B!|J0Eq?<=)QDezR{I$psH<n+ZXH#l_1c
zb$hJ4Ie(JI%gijvjS~V<KixpOr>y_WU@76m*NQlkCgL?FH>d%yrg#^*T*GoG;H6_@
zRrW(^y=HC%U``ycSH)+Uu;RYaG`BQqPWsK=%|!o#rSNi-y~CLr0iuh&)^q&KfF?<>
zxpJfw9qr(t-`J)4qG-L~L^EfUox?KOR#LadYMERm&0S0oHaT+IB<Qm>UzYMe-1s&T
zSX9ARY&qZG{_k>}^9spyS)t7HCv32rq@fF(<uIS*Ke0@9k@OYfq^d%n?0TzdZf7&>
zIE)w}jA3bWvuV0p+Td>8*~^)sGzs}$2_JH_g9Bv=etUyP&W{+&y6rB?WNYyWr*|h2
z-Bk)U{I$0Ex>RAb>=Mt|H`%<SXi^YE3EXHJoc|qkX*10(M;q)VR}LJw<)>0rvt$}=
z{Qv@313OCU()cWsAWFeb?UE{_N5nD#v8MHYW@`kXI+9j)ZI1D){ha@ui-&iW^!?Is
z)IFLF^2!QFG4!Pf{2Ku*lg-7yF+R(LIqqg}idp{OeM;~rG|9_N=1ym71UY@cv|eX(
zLmMQ3w^-~S9M29%O9?3Sr3lPK0G8NJQh#!}r`dge#4@4W8+C6piC^b{)i+GVov#%r
z{%GoJ^ml4+CJ|?TCS2zb<0`K#q@<ICIIgUP=4XPgpW6r^ATJRAy1<L*B-XmSCYff=
zx0_%tPV!{8s`c-3cF+bK*tI#-ugrg~_d@Zh1&_%0M1Hsnup|$X!Z@9MP)!gP0?04<
zNG~+5%0KnwSlFHeXm2vv>`;3aVd2oF9eki4^j)3Y2Okh1i{ln1J%3$_7o&X!$CW0b
zx3o_nTo<_Xr%6U&LzB8XR%Jq=jdz(I36SF<kTK8k(ib_aQH5+W(O+a5^Ky~QfaW7o
zplozc1wPybD7{Ce`5w_s(K8U&kIN#kxk;ZNtIy<NX};AK@&;#cl3vCf=$9We4p)C<
z=KrMWE7xK_xUj$>;rwulqMy6adzVR_x?TNrMz5Jn1jurBh1A_`barP{=DYi(^+B&}
zIk%q>0vJ>E{L95*G#Z%PD9tVGz!CCuAygJ~tg|d?9SX8xO?st-Y5ckH(C_0x00->3
z;xKBWr!sk5rrzTfi^=f6`qsY9ILy}y8icxi&s2yb36b6$uyX1`N9U8nY8BnY36W;w
z*c5p?F<;#Ub9PrI{Q97@J{D{c#H>xQizs<~w&Ms5ME*6wL8LIPu#&M?1(EX({jOA2
z+D~%h$o@K}FcH{9{IkSi#^dhFgei|2E(b{-Lp{t<4cHdX-rp1+b-6!|up{!+><nFN
z9xO#lHh0H)KEKj)l11a(84y&xeBuyzj#$bcIGxwJb23}Qhe|OW$XE=<2@+B<_A<vF
z5`-O*cQHQlO8wPk<UF)P;lEXKx*t4os$uW}FA?ulslYJZMc&=71X+DXicN{Z0ZR-C
zX_=jR8^DbeyNJAtdA(rl*G<Lg5*5Z^>Bj<aaL&>@CJq6Pa-1LEG6z|EjFcTxBAniZ
zxXndQp0&D7oogr<<WP$u=0}@KF;rjc%n@y4((Erg9l~SM{BMmdnF+dno*RMn#ruVn
zoib#1tL7<beJ*m#<in=)xJxwxo`^ZZ?oLByjb$6IJGS%ul~LR%jYYbNGq?EYFEbHX
zRm|^%^J_sCzIpQAaJN4ut)ryW4uN$ic}quZWMwiMxjelB2pA;iNgZK#Hy+Hmw@L0H
z$0S3Ud|C>cYhWq&=>I(szybSxDaEBp5IroDFH3P{_vME3);r8PJZ00-rH@GKKZOAK
z9<a~z=hdutX0VIxFhG~#+$@ckXujxql4_D}pAvIQtd<E5*dLfm%??%zW*`!ABKf5@
zdyBJkD;+h0X#d_eR`;CvT4#=zaJPLV7s1LD#!$0lCi42ZI|8eVJvJ!P<aUnhh}#_h
zPJPE#7h6h|hX2AqV7c)Nsk)xT*%IQoBHKgZk70!tt733vI8`Pz&UQ96cUE|~exV4=
zjsUEWWpa{KSmwmF(t&AD@)|8a{9+fLF}s>96-Zsn-A%T&$cwIw7y-jixU7bQ&Id7e
zgx3&<=Hl!eso#z)0vODzi1#(G`n1dAv2z$C)BfJ6pV~U-4bg02&Fi$YwoRSyc;^?1
zV~zG%Q;IUN(|SUPo%3n}Y<1y!9a+BCj>m%lCuEQH>ra}gxGWPy@*JtIVSO9c8o?M+
z7b51pl-Rs3pxc*AeMz+bNvxj_i^Ht=9mE*g-O}7pqO-N)VSRmS*a$2z-VwIUmWor+
z>(V&h1~w)(4MQq1NDu*X8n`|kz~=8qO>hJtY-;pqZ#A)ZIzH0}rT#9>?@75H`RIBK
zUVlzD0tf>q?7n5nuIKTt%A|F%X{_zd*Jsi&_IOiqtww17Zqr=D#1LK%u?`DzsX15s
zkC@hfd0O`~*`k}g-oc+!*86`_j8~bQ=aDIB_+U|77Vl4$5rHl$E0muIYCXb~a5P12
zk+h%4DXJ^oSA}McbGx+G(!)5(lh)+-C~wS>QhL<=d^eXkGuKl&eWRfqun6@!HU;w|
z0&}$=%J;NS0)dT<^B9u37zY2v2i<#1z={<dN!zqq-&};y@8?1QVXTS$sO0h9yOzhf
zgc_g8rBdHs2D41)dDD2unJUabSIc32&m%r$If@u&ZnU{5GS~O);8Q5v^#NxPBPH*9
zWHf4`&4rbI9~S}{BcJmsj~KVX7+vHV%Y+cDEhWWnPCv^BuHnM>*#d#<U78K$C;CQd
z@|A3`Z5{9HK*^CDK9oUqX@v1o`jfMt@eWp>K8gq+BW2J3uXN?n_>>725$Sz)>n~X`
z9bRHmcN*vWHAoyM5D&72{xqCh;<Jf!ru!gXhKw@#fs`9D_=Ma7sI5nXK+4*Wr>hTI
z=d=7=6C%ol+3*!6<9AJIf*NTV`$PBpHT07%ooyPc+e8Ffu(*1yWSk~uoF)y~OFp3m
z`=SxNaeN8|Yu;gt<W7vsXTo!DlIDNdZU<WkjQ_MPJ??(L2C*Xi9y2L9hJIFrB)t*1
zh9JcK(qz3kj%==DiUI+o=0j4vKUQUOuW7x`&r@l47T1I^TX|VB*hir2C?0f<sXI>}
zFd$WTmh|n8v%GdJ6V^CnTT+L~fb`MJpG5%SB`Xo<*^$<1TQ~X-x7*fxQe`qX&fG7d
zZyT7@d5+K5Ob_->X}&V-A{6uIv!Vz&Eh8{Xz=87=Ka{eb6P`cSCbk9AfxSy|1ZhVw
z^-oLgav#`BdZ*;bl{$SqCu_YQ8*&ml-}a>^i0V;NuEe_YI~V({CH6MQ2ZX0-fm`N%
zl2>Ii7cKPro(Ql)#=m!;<5~~X96RfW2c>zK6v?%YHIlLRzkD*kMWIH}pLdw%b4>g@
zzjKl46H+AGz^tH!{^hOGc$FqFnTrzoeLn~ov#-f>N|YsY==|AFgGe-U;z#`o1*&$n
z+1sO%9ZnE@%9i4&u+a}yf@@Y4dzv^uZ8S|IHs~>gW^r5f+h4tI(h<mt!7{lwK4k(k
zvzPR3Q@-3rwA4av{zhu6n?&sVcHuwruRb2t8V5{%Diuvc--R6dQ+EWIhS<&7Te3F?
zOdG|@VtO8&`5`iQ4G((4Ol@bW_M7w<bU9i|(S(;k3l1ZHL&|JJ>q`+B8UcJJFOzgz
znZ&cqnW<HrerC7g7*mNRP3zF)n7(m|_!N|nM$L9sn)^vcy|2^w>xbbGV3~7mB!|eH
z>WVInBP>@K&ioE`mT)*QL%9pHWG~4)6_xu4=m=%OKux~E77D!Dh$94W9Bgefq(qKp
z66_-Kj(%dLuy@z+T1UXnr&*R8CkORMBHG6R`CFv1spe^%56$#m5n?-bNfnv6BRJmf
zNL|d;Eb8$WUOmSMM~%?W7ymC(Cw<~vLkstNfVxC#FIHtTYJ8HY{vu^$OWeq$$S4w5
zLg{ejV!E}<q_NpNvbV)ZCe}D_mK>TSGFy?YoC~G4QX<3lVkCq<dQb$=C!3qp`BEDX
z%cL!UQ~%)=IfFbX6bZQ=FX#`Y8reP$>KD*Xl+v22OcKHYBijw;!F9y{qt_e*%Y-5P
z*i_TY9Pt@F!fYa`E2JJ}3?ZK0A4{b;vg&vAXgsDpX8zvT&-~UOZJ!Bd)m5gk+34)o
z%*9RU_B|x?WK`ag&Z-bAh~tC{Rhi6175%<H1URU>s+T(5)+4B)FzwI?_rsGi^#;i$
zJ)X5ca<IlZE~wTTk?XZX2y)61Ag2*){gFtoniBym6Dnz*V5&^+k$L>WQzld2H&xCC
z&N;kM`(YjN&I<fjkp>X5%=w%Ywd&TWF-zk5i!y16{kc>|%Q8XS&bIY+*{_)`qf+8f
z?z=-Tmh?jr?&EZ{`Xkc(f>5APUy8td5uncRv8F;=kCCuU=p+XNxAt@6x5UT5`jF%(
zHW8lX)|Z8Yi-r^sS}SM1f;92>W0_QqrS8%b(VEu7$qU88{#)|i`00^0AF|N+j+CRx
zt2PsVQ2n};v{=r>D}xXKV43qpDL#{I%LEbou2h<19SgBg>}68>XXKU%K9m2Ik_N4X
zAWIY91ZiNuEG1m}$z0~(9=TE)tB8jYHQuk+7;-~Jl+<OWWr9)q1F5P5cD%VOn$gv)
z{fuAvzxe8K&1CGEpHXgikhtDb4|(hrNsuscKa-CvN#jhM3HCct${V!HJx9ZG`jl}+
zAnV!BcqMA4B+4=&t>QavAu|DLq{CMkk#9&T%CrMB^~oPh?YUYNbX+Ao!f}<vkd_?b
zO^7lfAoJTn*01rmMrIOu6|pA--q*hNUuNoo`G001$*JL&Yx%92^w7_PBY?zGu;xHp
zq=0Yi$^=n5(NtD5<L@3>kx<VOj}%q0B+o>dP&<An&9t^6RrH$y5y*S~-hPps(lII%
zgy=fcTE|XqZOT_jx~)uNuuO>Fze5@yp>)xJoTHa30y7aHP^v2She2Mi7}%JHqQS10
z#w#T=S*x0vG?2jix|d{QTxqhQbC?ub6SlNmmI(USybxGqJPu{BDIAL?L5)0ZruN3m
zI<G;D!_AyhJXi{kMIK=?O?Mo>zmqB_gE+RVFGZk#1Yq6g+SHk*5n~RM$E9_sDW)c7
zv!*+BYC)(^G5XloX=Q@j<PTEYMJxJsr<49V69FTylFT1Xq`7ydIkxiwk@>2W8%F2A
ze-nnpL_d{s#A!@s(gn8(u>l82UQg)!n=1NgHUw}-wEWb2Q{@NZGo)c%4kn)@m1LF(
zpAEL?z9VJguO!F<5tpsVl9LlUq*BqMe$i2Vq@L7vX_}S9`@XF`7HfbjV)AQSUpw&?
zIb$I&WLnb(CAT8Zi8RwP;WK)SRKUAPW<1hN#X`z)eJE+?U+LxlU^venTiwqNyHZDE
zO`DqJ&6=J(_EPb$j65gOa>@j^$z9UiUvgF5)9FdDiMfE30teW_-KGV5EXOcW{>js?
zmO8aZRgH9KJ)B3Ii+^)aR54C^VHZ&+{by39GU=!%<?ar+{@N1(7=Q{mr<!W)nMn|e
zTW#ybRt@H!M0@sv-6VTcOyRFH=NBT7uaL(6wm7-5gZ)x$Jg?(KZQ9!XP4P<8jCX2-
zE%D>sBF)`7=R2NYI~f%|itQzJSKO8f<b!_*ocoTHULgMX<kfXTv~g?HGxmjE=2%;W
z0b*Apbl`4j?jUJ(-wnZMZ<frRabz-?X_hSg+`LBWZwf-|bwU_|lB0J^$$D=|m98~$
zo~BvKdx15A<L)h@r4oi@B-HP&lD<#kH!M3eB?;}%q(Z%8rRb0pP5f=l6Xa0d)TDoI
zYmdb0shd_KSR+I_y-qT^#GWVn>?_%}WfJqgTZgic731WSQt0GfQv+q5#7)lakdk-P
z^FL)voGOidIn&`c4*6n@yj^m-vYtPyV43VJX?!Nwc+-kH-Vem${$6TtluShzJM$-S
z0$M<au;ahCWY0H^<P^1m;qi?S+JrTtb5>Yvg4o_1)E7>KWr7}KTZdvgq^M%gI;=5j
zJJBN$9DTE9OPitU0TIrzq~4l!T7=bakp?H_qsL^tpNP1=L{jao;ixO-%u49amjuM#
zBaP2U@p*cbc+~h072+GS#H0_g<@-!h%-s%OQGDTMX};8Eb(V6(Rvg#8Du{qhie&=b
zF+s_nd4<&X)zg2Ds2+B+!Ail%l=a?W3s<&t0wibQ3`fD<F!?SfW2~-e!lwPw_K1Mp
zNW4pfvpLC{L^?6Cmq_C+l3NXPd1;6B|3o1GT_{Vpn)Ubb3V*iE*ke{Z7RbzhpOz-<
zy|H-eVvT@vHnXYIOtLJK4m05JCuP&QQr%rLBwdLB3VlSM2n6+CtZiCvPn$o_)=3bQ
zklmS?Y6NTKG^uT-xyt(_Y8aPIiKTK4M`LCZA|anKl^>PnMN->Gva3x%DYP)?>9UPL
zh1kV5^;VO=!~{AdQEQoLrlkTDDSAi*sxy#FZkVO*mBoBXO3%oGWHJU*9*XWfB4bSs
zy*JAM^edMLAdel9T;!+T?3dWyO{N`!CV_!r<F80@k=n5?S)xnZ?2sKQg?kcdnRMnF
zm;`--KlVT=Q2UPz*!qe90dxojq?Xv!`~4D!@9>8tbGqp;2@DJyYf9$`7^BN0@*<o^
zxIY00ho{Zd6+d8~a0=|NQYZKIizTI7dtC@RpPvF}h!N5wZ)Gxvn)2UFgS_hr^oLAy
z2qCPnE({DC>nnBy*wCSF&INJjN1A4jxjwMJ!<#b{Kb6W`0~d-_6D1Vp2^KQOWUaT@
zOZ}(KpJZweCTweOR+d1;!L+chCUg#k4MJ%IHw2}A&yp&k9qgmcO1R{FNgyTewF{(v
zh!i)GltwWQ%>#ia#F&EhHnr))OqopY*nY{0Q=N<DU{S&t&Xy`ns~)tWsqgN_mBoHu
zitL*tc~LygU39V?BHR3}R5+!$zW6zJ(2QNn2p|e%124U=$)9d&6w@TP>Zs5i7KKq^
z*RdnZ_zZ~k=0~LfUnMFIc3OL^_yOjpY6&I^$vKZS<=rLAMo(wcVSK0((nta)2&ZJM
zU0}RDO#Z8W{jav!HbO>2hd_PU66XAv6x1;i5>q&Ah6Lc8(D{p0DXzDo<R<o;j)}rf
zCHWpX7`U6sV)}M!7EichVfegD#;$MEdwBWp+G=|{CO9!M5=O{0%fXPaCCmwnIurnH
zIy?lR(}v<5D`lntoSf679ElGd=^(4pRnqvDl-_P~Y#-+*mG>Ap!v}<Ko66NDC`bfN
zM@xagbub~_{+^U!OI0G_33?PQK`%U+AC}zpaTm}TT79*xl)!o?NyYhX_v~&ax3+jB
zS+e6B2#N220WwSmi$|J)Gkie!$B4MURwOrcyiw|~A`Gc&Bnsho@Qk#WZA|9UBxOlj
zk<)s911sW7VNzp8Cdln%sUBzw+ndZnJ3dLOJ!2MG@8u@L&=?@Y?3f=6eB>;UnFM94
z_j0LkD{0;FcOc(UH@T)seWjhpCdolcGuf}pXT*w8u#JeIUFS7VHMN6NmA$<D^KE){
zn<|S5*5HYs`3N2>izT9FWAWc$a-WqFg<P+-!Jrr#0~~4X(IFqBAQ#qGq_n24Xrh*Q
zhtDgBrKTP!See<o$mwYP)V5VH`==h0)(r%xc#Y#s`BQ%Rjkd6rWLC#vOTgA_>!8`b
za|nK?Y0~neI<}P58zlD$TRcvJ@DEZ~p*`3QA9dSfInII2u93#OHF(uITgC7I7T~PD
ze<Gy^r7?1D*yR{?xj#`UjELEsH#ugR3Q2o=wKUF_`nPQDP$|Ayayy&cMv_`jyv1S{
zdOk@H3f2<0KOMS1tIp|8r|DZd?G&x0*@a?w1WDvJx7j@;`)<j7S&Bcl^-H97lhhxQ
z;1mq~oF>5-m>)CA!MGlh25bhiY4B=y{u$|CVfB3_cdIm#9|<{=KZp2?b=`gk2Tzb(
z_LuLF*0q8}SAS>fCrI@hnZ{>riSV0uO7``V!AHRc<yPX8nRXMKeqOe)Znp58Onz}H
z%bO4U$(Q`Z1zg6(+`^6AP9rq+%}nD2shloVl*V;Z=W#rgM^ATy4?_%Ogl>VUU@aI-
zv(t>Umguwd%oH1n&mJ*z_t^9HtYXNhu>?pK%CD>}h;tw`jwKQmUOMml$xoYFbf>@Y
zc5mU$W&v+L@F!pL)AVKB!j0TcBQ!;W?PkYZUCae3>;zN6T55{)DT(8883iWZE4jY~
z#>r^!4$R8f^Z&A=6PD_nz`U7QEzuoJV1b2TB-lx-mW+pT7<3fO9jxe&k@6iurKIuk
z#CGR={WU}cU>leR7J`w~6d6<i$LxAeKv10MVyR)GGrxq$X4=#kBLJ(wFtE+elF>sn
zW2O^^9uDyri^RT9@;6EY525OlG1dU{9~$fdlfWu43~ZD5;GLnxLT?-%fh{C;w3ONj
zKd0c9`E#ANFir@x_o1d>510g28J^Gd&T&V8`Gu(Fog{OzR5(MY#>qJ8fq9MvW`HGN
z4A=uEQB!2xl|eY;;}F?9BujF<XLM(0;(bTx5ZC}_fF)pza5zj`nHU6!i6y@11Cqa_
zUGi@-BTwczkB|E85S@IUf0FtKB@Z*e68cgEhC_fj@U_MNA6vOW8fu@6x@PFV{~bGo
zYyd|{X&v#V&lC*DMS7Pa&_N(=%$j0JmvNQU3F%b-N&g}_a#uoJ?2xNX^9WN~LxQ78
z`ceeKMF2nB66_NxUf+(4oj!v$a>Ak=o)rOf2+^uHnC6#kc_W+7s7oYV`O(&vMF4$5
zK;vhn@Mj5XBB=jlR;e7VFCpSn()x>S9%4$1jYop4WofQ|DFUt#AfXV;XU@R>Noq`F
z8f-sWs$;sh5DxPF*)~a;vaXj(TlK2C5*cl`3j!>n8$p_a?5R?rEaT|r8l9G`3HiW6
zhW7)eb(*PCF=xv2{Sint*M$@Hr*S|4Qy6`+n`FKtWr}sO#WNxDIHJSE2zfwS$C~Qy
zHaBI1lXtq983#EWmodPNxKK70?<10D$wP85R^Lo~BPwoV)@=v@IUd3pB6SK^J>R4<
zCWsGF9WpNRH-_VYKc6G^jgtALl<#Xtp{Q3jM!f|1Sc&(W)~`%$Z_0d-kYClu7>eE4
z4he3h&M$dWKOu!PrFvg*9#8{OqO;IC)*uSxEK~oaEiSR?qOsHoQY|vJA~)^>!$cuT
z@~b8NB~$vF)QNgxov!S?Rd5_lw=LLWmc?p;MHZ9QA`2{LX117_nVFd^28+=Gi!5el
zW@cvA^moq8e`g|2-1yIVn5UZ$T@_WCmANZBx^u7GYwdC(F;&D)$cqi*V@-3SBQ@Qf
zJ?dY-ri^zOjWAhxiv-zYN{QO*3Sv{3%bihE8Y;2oXm8k*CyBDYA((t+i?;Qc)3&mq
z*ulif&yGV#s2L)ljnR+<wl3|q(-fYp6jG=UmVY&drz_ln>Vj<UYG^m6ds*z}(xEji
zZ7YxbIh0r~@fp+_BT0HRkDBlvkTj97d={d7CS6^o(xO3Q_NjXaaE!|B++glCRDNz$
zTkdg${L*|3pQda+ZSRVvN7})E+MsjK(_ohXR>;He-D+H;5ilDL;#T46InbqVEFQ%Y
z;qyKJwr(1^Qgjp9s>gzxRgtZXO(CL(4?!N_?5!%Tbm~IsnY-(2a*`_Xww_xd&4kYK
zSuRXf|L5nG9SIiaoU|6mvv`}f4Z8EqgW`%*wvdS37Ic;|&SwGi!x(-Q`eIKP_N7m5
zg}PG7+a0^CdKUXK&5fWLTCn1rv#6MiBCKb6r7wq)r%KD?kBqXXb}qga$H@1xf7rK}
ziP#zv^v0|kHrKkT*S3YjWQQ@iE;@0|;ILXdqkIc)N;oaGGn+;rB$Pf!M>3+&%ECU4
zaC@!HUfZS!P+ZRI7E**C9f$?t1=(bwWdN4QXh>L>tIcWLQz~%Dn=RR%m57Rs4gQ7%
zZBdKX)$M8CHAYR3hb1zgLx%TqJ99KTtpjtkbVU2PXvHa;lnE`QCl{zWaFkaSD}X0d
ztp**!Ph!W?U~AajuOHc`hy|u%F_5=~4z=rE>$2`)zCLp*_RKg0&R!(#e=&(5!HIaP
z6+Rwx`>PH_qzW@ndpd6?<-U>RZM3BVR{W|BxWkQgYkF%}()=&vmNsfQi@<6+_#Tm9
zp-2uvK#tLpM`ToJ@gB^!^~v7)Hui=&67kiDn8cMjO_q_R?;u0#vM#^$2*W!hV%P><
zbZEhqu>8uchOfwgCFn-iXB(1n$G~Pw)TS6cJs+$}broAYeDT{Iwb{y&IU`&S?hrOB
zPbvnse2f+{g5L<<iPHNA<E+<qG*29Eq`v&kYjE0W`qOL6wtdQz$aaVD>sjxHjv}|D
z1+K)+K9uh@1)n`csy(RD?n~ngyv&qdu`!W<TAt<?=HcT&EC}$N$V301!~b~&|9^f9
z{GYyDen8BQus!`((zXA{(f%V{%M9ZD#{MtqT2AKw`||%=x|WmWKLus~J?UDo{OtcD
zUCZ*%`F~5g_Mh&-O1A$q=~|@U*mKDb+!kpGH3?CgpfqWNJpl^5k?()#=?rD^X)t$E
zp(XX~{4i;dMHGbt@<<f1KtagT^r56WXj|PPuQpAosn^QTPy)zdvHaor`NExWv?Q=z
z#!P7&$KJLZ?FY9<b${jfTypAModq^{-_$+N?lwHn{w!#&*js`8po+7%Z#mbVHu1)r
ziS5R@SDH5s$0>4LsyH@|KCn#>DaHq@xxf9`l76ltRC?k5_Q}BnImPgPGFwP{i^@jc
z^&0-u^`jqB7Two4+-pspajNm-oy;engIgt(l4go72a->ynJy8I<7u)Rj#<^&2S4sP
z4_<T~M1LHwUNRi0y=7^Ia@<tOJTzJVWI3}qIM}fFxkWME3?ARh!DS|aO&}S?8SxL<
z1@x@)ef$c0R?)SqdP`^7&lvyu!pZXSMY}?zo4J=CBS?TqSdbQ4sDU8`3TCg9<^pr=
zx{er~!tT}>9D@~J5)*G1zcUtx*cFFzrR*Oe|C!b}a?fvwkU!oqJGd!diy7C@NZ@1y
zT@1k|{hzxcb0s8m^_t~F`HNQd`m6l(Y4iF3{Zn!I>u7K6xq@2dv<M|{EqXYItxmjR
zZd~u_=6wUx?qm@~=EOcWTDrMVgx}o(AY4wX?pT9~kL`iJsG%RF{5OA%^3<N#)%_K4
z8#)R9?oI_Y4dxC@ZW&dguvO@rxF^e(eISndi!cqBmEwgNvv@&DZ5EHC_iTP`U%<j_
zdj=i)LP-ZYGfm<vXF$-0FU0#_=)Oekb(N@m?+C)(BZTc1{TYrM2Yv@!gnHKaDiKFI
z3PG*ZPR#m2HNO|YFOnZs@4yJLC&3AJ-9SV@2H&Y$=O=QxeiOJw1k|B;lgU<9TFBs%
ztLhE_IrL0bz}f-mQxXeAq0}*+N+p2P<CWnTTAa2b<VWvjS(1G&Ls7)jEhaTXEze>{
zK)&MXABxz_is~EnsiK54!%7c<tu0jG%uOLUT~xzFdRpfP3q|VlY~Uk@^md_($j(}{
zPaAhsO+esBQr1C4Mf(enZbGjeHnz9T5TZ`nvF0%J?E!}H!Vnuzy!Z8JVJTRNqs5h$
z73oo_dyv2!5Y`s&UVhZcr1>98B*^b0d>VUoAZ}u1CHw`PL{7gM7^3j`k>yT*dYS~Y
zAL)x83qW|Gd_(c<a5XzcYwHa|W;ipm^pz0dv_N4Gk!hNr^eib2tQ`EmRv@OJfz!kZ
zs$9{O4Hv9AP^>(VdQv)sBw(?O{Ilu6Cvk~nL1+Nzw}e$~C~01<(XHek`?C?GUWlMB
zQ8-huI!@{(RlTJz45T=F0T~8-h_kH}L3q=(LHc-+%$ZumAVhD^vu81!P`NJ-I@Z#R
z)!lRwllXcd<q&yJ+a&usE;=@Je@X#|Ux-}XpRtM+H*twSqVUKDhQ*<GJ#nwFO=HE&
z>i2snqYyy@MS~@9A*VHcRY@rHqzx8$b^vt2I4f{`hl^|@DidCq8TczCAed<t-U}h9
z?87n{<Cg*zZV#}pwU>JalE;Td^I3#!(d=-MDTk#nuyNWw9aJK)){OHRl79Pe1WHwN
zbQB@8-=P2#ZNF+D)Dw!wL%{<LOr%KQo_#4q#xpiVv=Hld0o^8%IZ*TkngA0T|9dSv
zKztqDBVtH#*7oa*hzoQ*;h;YhJkj>TZg3I_j-QM2a6D9)ZsI{9o}E5wn{Et)4WBg$
z99nk~gA1xzE<Zb!#F%-07w>B3n6;%fC0x37SAetPUsSUqYIX({c%vKojh(MX5R3Ks
zHV%F0BPMnxJ+|}D0qOLiGO`5SON$6ne9kdrV)~|CMUH;2R`3==DUN)44}nbDujyWB
zw`CJPIANB7*w+Y)V|Hzn4OIJ%0DJ2Ka^NHBVkXnRR94~dC@6UAo~B8!4=Gi+Izno4
zxT@A%bS%Z`@5{+ywW#y&8d#{KM4FG^3yu04!rdduY*WVhQAs-c)?`9xD%bF7erufd
z8Q23rjQQRnhvI)ZrE18>6bZT^f|~6hI!*<Ri~UKhEqrNl;LuEjTlit#md-z^1MuiL
z9jokZ2u?@w$>FGOj-^WW+K%t@g6ji9zTuH+Cxw%y-%NDO_{pHH^9R4E<W)Pi)>)L*
znY0j&P;nwvMSkjO?#cXXd+afnwZQ$V!I3>n4(wv=?PW?`#j1Zi6Y^+r^0-U!mmTrj
z4AixBSo!PEsEvZzde->n5u^380OTg=^!43rM&?<7B?JV;UL)KkJuujM<+ZO@``cEv
z9#*qmXmA`)ho*i!Mfdn#FlHhlm&ap?7k?Ox_??M;Dof?e*he^c>j=palKa!Y-LlR1
zAxMykPC5HcClnL&oo?IOt?M9@BKcC2{K-;66Z)2caF0IYu%c~gY4v$eO!dd>p!S<f
z)yvj7it)fFmyL(SH3Gh?Net6>_)3@Ev8<hr$AK72V(qa&24A0EZc4toyNs1ot`pPY
z@}|lP#mb)0i`Id^&CB7AADP!zkanbC#Ps~(a&0EZQ=DfI!FPBpasY8jx!I5qTG`Wj
z)7fIH9yN8~sW)rk>-R^uZ;$UjhrKlm8}2tl3!fC0xR}7wMtN=8z#!$8T;^=$7ff}A
z95BT+n$Y;HFNYP+8wTarO6%0hEMDQSVP<Puaf$f7o^Y!SYQ>{G@d56}%%0aDoT-*`
zStB%&+{W{ilLxD1H=~biOtIM4yDZlY?xS$kKbS3++J%v_ZZoYG7hBI-R39ySgFXlA
zcvXkbTnF=8VNQdA$HhZ`zcshD;3G-}w9n0)^VC1|{<T%(^}KFN^edNoJ#R0)4!NWw
zK;>PUyBWn7{>Zgici+twzssKrIKKyJlgwEJL~Q+~V1zBb3rVrto~s^^Yk%2Z86f7d
zcN&uN%sk5)pC$;_<KoA|qdSziKopEA$<U~3=0H+~p9mE<ZECye>Ur6CdD(DEpYWY{
zR?Cj`>l&*(URqf9cI;n2`)EFZK$TT(z1(eYjB#$e-<3G%a&cun4beZjgwtIr_JO(X
zjEGewB3^Sao!|(||8s8=LVkzU?J}`-Fc;Xt_YAp%wP4Iza8vx8wSzbK`gM2w^MH=(
z1X+2qt`RjZGP75G?Ap;fLW!}FK(PvarBcF4*XDB?S5|RZ*27l@=3rR_l>+O6TYqMH
zlVD-twa#upR+j;Eg~{p4dh^|)l#Z4#Pk2bzxxM`J`bT@Msg2-8n-_+jvM$^ggLwX*
z$-qY@YDwl#!>{$*0Q6&@-D2;GZ`?0O>wLqPy(_cy2uef8=4K1|bhHvXy6~4BadH*u
z&ku?Duz(uBuiaejdt}<Anxb~1{IUC7FipJ3?QiQJqSj&;@AfamiRSR$;wDVOvobT{
zc<BhuWp(J5-^ah3h1EGk_>%4X5iCe_1OB+WR@!rc-F1J5hZVka#%j$z3MUSvE1u0Z
zBIR4bDSsGU`=E-aAla93c}%pmrx5OcbY5fN0V;>lnVL(K*?ka-^0&iK_3eMrRS5kS
zrmS=2v)%iWjJa|5$|SC><9;y4;#%c={%CKY9noRoe*oXAfNy@x2x0_$t7pQM573<G
z2-lA*5}3Wn$_o>CI!%)k8Q46Ak}G)#bHKKmJY={r4#*1>=$}~$&2Fm{@(x=UBFAY9
zfN~xWY;Ec8FzC6;lOC7KpDZI7#$k5o%PpHqg8C~@W%1y)mrM&*v&#u<Bc-^*0#(77
z>{u0vN6b0DXE4F4$tv8=h6~t!cW$U}4$N&Jrw%U*?`rPp=V`COKWPzl?_U!6m6mQl
zs0efYqo}k2xl^*#rjzLe_1BsczMp`_x0^nyzNTH8Cy6eGOCItZkiPEJjGW9GD5J*Y
zY>Wps&cdL;n@0k9dj3;G`Paz!83M`t*uX{USx+Jl>kjqI&ZLJ1ehBKnCH?}`!Wws4
zHNrH`#c|A(`9&>2Wh1@Mh`pP8+$rS*K5wV&P#}0~W_;#~(8Dw1it+=w)n<SG_PyE(
zl@hwO&xSlIH`yYC-2M7M<+JR;jw?_Yf`Z+Y_avuNlu`&*4X7%6p2gx3G}!%ZhLK6p
z-HlpEFJ;~B5uDc)G2)NW8pAc|(S(qSe5?W+XwWm)=#CYK%d<UTFZ5GQLwAA75-U!$
zY6sDGpZZ*2(0lB;=E4jPQKTXl1SBWUenIJTFj-n<kMI2~ags9mo$Ytzs_(b;eql>!
zaF`TD9}g2(I1t7#c&%>U)t>_YzF*UhVETvtq-Yc4zb$ef))bV{IO)Zpi^P>~ZxVCr
zmS>vp&;45!{Zzj)O~;NmF+H+?uE0Bs2J9WCov~0UP0BrJ!-3y5%aq`jLjJzWu~N-V
z0omgQG+N8VBaR@0lUkvd6#%k)(YP{&g%kbGI>p6{95PAIlA2xIGJi;VQSIwF;fa`K
zH(2Fq#DgD|IyU|tv?&Z1xEj*kTqx7_>iU(JG&1l#l@$@TRPSZ$z#eYc%;4vO!<H#u
z!gc=@MF^mtSq?vuD?GHTv-*O^N8PEJSwghT8)#JNAHLXIOkDEaD2k3?jUO-YbbtP1
zsY9u9yY#|=aol8eHE?O2tD{d(1c{S7rA0`;<bCrZz#wOXi##-`U{q*kTqR82`D>br
zU1Jr}6%#emM#lb7Tw~#xckF7PSxFcgkU57|OXgC4QiEAQxm}X#xav>yx;zHR4o>)Y
zztPwo%(VsG$n9K+V5C5-%o<f}`&F5GW9^jqfEUZjnefay3*<{@w}NZi{NDN8*sRez
zZlu`Kvg#jHw6RLhd-8Mwd4s{7T#Xgc`|B3^y3iL;Nu8*!1ON!FN_b{?8FOR7IFrc_
z#K8|F(8S2Gr;Zu=uDzK2E+2L<Dv~og&hEJXq7;iJoIgL&%eXb9Q-Dci#70bqXsQ0V
z{^0GlL`9@A-a&Z4*DBr5d`io8w%wy=%ZF!N(>kw|yq7h3Dp2Z!?9x_7?v}#`X=~jF
zaS2?l!Nm>KgI3WWP)ry7gC2cn8(Z0n6G}%ydDUjyex5@jmH>UlG-{O<a447?FGE_g
zf!UxeYc%h8$HJ4<!Mk$hNED`>-X%!(;|D~4l7b6#%ol&`(g*=H|4c^|M^+K7ft$94
z0*s#A7gEvnmxGc|mELztI(iR-viN~>^Kcr!)RM>>c&SzFUg~R2@^7~EhFcAowF%eE
zqu2~Ual`2fs{YtZyMGTITUgGHoj~GR^|2I$62u;>;dzStn?JkbM3-e3bsAwYVgzRU
z`V2wQ*UlO;UtR}<Tx)?rQPFkS-&#_{zaP3&N$6k35YuU)-6i-$HC*y`4cWecs8o{3
zBLo`DuY3o&Lx=2=m#;2{X|j29%_g5x-KI~O;8_9U%fa3lJnscgkOA}3pQ7^0`yB(|
z`glt{#-U3Q2S|XnpU1g^^Ch3P<P3K7Chx*kkoI^~?7ogSn_TXk%&A>|lTyGf6h#uf
zpEWxnYZNV`b4*6u&Tcu$K!@c~EkU>rh{wG+M)awmL^fU!`HW)cRT<-P5qTv$y)KRw
z^&!g5%cX<uhA6S#QWBL&>dTyU;B!Q4UbIMz;w29inB65D@X{K;5ZhI?SeV<3&%>HZ
zo)lZa7_|eByzs;dSD|;@Vouc6ZO7kVWRZ>?I~$Wx@`v|u`l2~`Tbtx0;ns?}r}ZO-
z_~nhFwm;W`1X#P-vIOT6JSemzH_c}Vx=E+}orl>9&#(9yv2Kx55H@v7&YE$@XfP)~
z+k9C)zqSPywi+9zR7;BdGOsw#8<_MRc{B1BH5qQ<ueNcRSWyhedf1%t%=c#Z9jkfD
z@47ZVZ}*1fWo0TudXr}W@IOP`L1dH%MmBQR3XU!BEumT%s_OX7lU^K7ft<Q)q!=lA
zFfLiT@ztP`LjEv+)Qi7_<X#2u`0Tn3HfXT?34VC-Gv7UPVo;sh8!fxUZ~2=skWERr
zfM$bZ>-9}9knY#dV_R<^a&<tICA`WDu)>$rH9t-28NW>4x<U>yaFWjz$m=ki`ZtRF
zh*(utfykp-9}U5r;7RxEDdVro<(v|U1Oa%;0W?3iSO8{cf~fwdbT@Jl4@6YgsF_AT
zef~Ip=j@1E?6C|>gSZPu!e9ku1b#W&+)x41>|i&wjs#6Btx>&*AkRo+U^>v7oJ-xS
zY>k{~j#>^m5c#}d2w$=S5w*}lbvzdePm$ZhZ~O|FTT;CnzxgXW2AA8VR5MzzY63q9
zoWyWaMMo^y1*F~>%@|Zrn=`%m`zX+qBe6XrA~O|T?qtI|vAu{if_mRFo7Pi~+1KD#
zlkBWWjARG%1!e_*sV7*#nZvm}a_b`k=M4YgsH7Ce_nPzqU5D%(x(ae%;_t(n4wa2l
zrAJ(G*?NWAm*1ij08kl@VE-Va6|Ju`FFEp+7Q3YOw;Lr%C8!HWJzpUtNfU}y$m-3<
z17>m|WJny6M5``P{|<i{)!^21ntvv8D@TyHqGoG)ND82|Dzd1RuK*_Sd<#A67jCdu
z{)@_b-St|W+=HmVgwp$o@xfY7$=mWdw|nJ>$sP6wwn}7nwI#+6(VzD@x1Z=J4XqHc
z!iOWbJ7m5ksETO^TahH{b#b%S%`Vj&VtrGnz&Ur~-V?nDPNMzZ_+Zoz5oEMgk}QU*
z+|6(q0dxz`f^JSz7!0M<Nj7r(3h|PL4xaUpUVd3v9jq7ql$o>9M?F5QeuyK7J2h&i
zuY*Bco}3a)Gku36wY|BGM4#cgK14LWDoNewpBaZ%_V4&LF|OX8vUe~AW!C*9v#ee+
zMB5}+T(qQIxxK5)_GJyqdC%$PL;0Jpet<7GY85TW$z+MveD&6i=D_I9_N;jC0BMJ@
zR7P{x8f;v_c=Q5I<aL5FRFUERVM3b24F`4#-K#=!<=)7%SDN+E80T_6E-QS+*M$DI
zvPnT_FYK1J2sj}}b~(VN+?k_1A6N$>#7!k7uJ#M0!+y2lSC(t0->WxIzOLKk+FoUI
zA3;UJ@JOj?D^D=-r0_(|eFZx*oGi0gz^kSa9b6SF2;rI$^I{I+L(|c9Y9P6$JXr`m
zEQ`$-OkS~Hwl;IIXE48;^?zrx;^sX47NXpW!XttSd}zBjjqIu*pf+?bxo?KlM?-@s
zbfbu*4v$!h=+k2>ty_2_q(*}!<<=pGNdqZvNR~qS$y<UBQ&~NAqM`b_N#rBqEkbVd
z=E`!8?_d^=;21TuS##JWRRFBIMA(6x%SOu40Oi>P7t}M03LTD!(K)uUAIGqf0+9kT
z3ZxWPHtcv5#{gPIQXt=4G<g{Wn%b+#uN)2^^~4&SK%Btz{A-xnv+%ECKJ9PdS}{nq
z$tJ&RoB<dNuz~x75K$J-D`dy{Pliku7@P6B6QzNFfL0!M<}Mt;JtTLKs_8ILvas%k
z0UFjIGf>HZKbZlVy1Ay9g0QU=mxLbEHf^&tNPP&?lOhaCq?hFP^lD<j*sK#NW^ZOo
z_8*{hW+BRRH@J=2;i>YVdYZ;^1fX6MnVs4Qa=E2F9S19r>!o{hu|Fgv+)?@=7$@*f
zqKGjk@*_FG0L^ah_H*0o%@YJ#*KZ&_FIVjm9AbpPPpDo&#4gF^N=fRa$Pj@g_zJ6=
zF)Qd!9|~7gzb^1*^f<#Pe%k<u1a`6vyEeh(cVVQMbZ7W(_}oJx=~naU<xl(dK|t-<
zW-=$7*)7{lY_rzZVJFiEn}?j0pSt)n7&P853!9FiXt0_b*aWZWTdw&$vFoX1x*?dF
zJkoh#U(VaVn(DIo{sq)qP^9_^@L4n6pJ#yG4VkR$Xis|Bn{yTx;`i_7;bC10FD`>c
z4&V3MNCy(*?79i62GhF3qW%C!o7)_)b_634`H{eKlcqV%`4#AfO!MP#BW{c2zGSot
z`+<qs8#I3pE|U;mA<X<iSiQjg{rvgL>CSu=rMu+U@*H=5_2F|UN~ZbgI0~>G#+aX4
z9R(ei4RBx~H1))7*;kN4zF}&eR<>yn2O69v1UWy!1P7}Pyr+}F<)=*=zp$`dN|{$L
z0_TudbD2hDD9WZr^C#XMZ*jdD*PUYp`l~FGYZsKZ_`6aQ=o<6&rY=+8t``o;7+W=w
z_cx46H_JV3Fz&B`Kvo)T20J>fQd85243tGq7-Sps$haowf$7Y|pdf_s7?LGV14n*#
ztaS&Yj(xAo2Qgi}Sm(fL0jS2>Gd+0AVJF8z+RP5?%SK|Y!XXu#L=^rTNj;mXR2Des
zKys|<q!jS7i*dy-y^aUX4jjod>g}w<W|o9f2_2|~%gF$hu1;J&oxB$nQ&D2^x&3-_
zCLNe$eeJLW%UZxNta>c=!@`d|RUZ5Ho6D%9P&r!va!&0Izl3l3a3ZV?F4AFZx692p
zuMv3UaXNjW`O_skb3@V|k~1>yr4fr<P@5>ln>D|P<ub<#y*Y#vzg)5-U!0ugOD&}d
z*p~}yNOk@b$wL*xMMp`%I>J~U^TuM0O2WjQVsXD1(8XX~RS&F7mxlDpEk@K?b?+Z{
zeK-b+aQ9nt-A7QWaqF&#<tEasi<ysPc>7YoU4jL|l$11~1Kpg$xI;leXeS*&pV|Zq
zKYE+$ZIFu6(z<41IT+6wRAB&fMGNB==}H{{#i<mSItwwiPj_`Iy~eZD6Qa4rlH*Tw
zEdyOC{v1QCg`bm$Ty|abyTis=RC0q`Gwm<OPkx=r2K-G|0N!3}BDYTZ712YK#9CZ1
zF^W#1Ft{+A@%K2p=8@`2oD^fg2IZW;{VLiHB4)N(H<8itBck{qWVZQ|uSQSE26jW)
zo|-Qz4Y%+0lyg#23ihaXLwq%H>K1o3l}wssMwvr`zS5X0G#fj}QZKI!OT(&3&*vc5
za#%tvt_J4Pak@!Vrd9Fzq7wutyfsLE^H3!=U7mAqG?569Y;ZkxHLK0~0SlJ6c0y&n
zt$f>iwB~zCb*EFiK9=nfAEp6WF-buEU@VlzFqq+mMQSeEog6akAF4c~WuwT218C$8
zt|`rC{Wy8qn7#<#P$;9`+|xrTTJy$CAv@^0zaiGS2g7ceZIwMstCAaZUEpMoQXf5x
z36iz6!wz*)(|xh4b0Qe$h>@a5V|a<sn4Ki#Af9USqwy1^{e+TV&nD2hv^DHzzmx3-
z_Yfzc{0_3R_;_wjJ~ddn7_T<$7V;!a#}&y1+Lo#5dVFzN`0zc%^YW(K!PE76dDN~x
z%Xqwn+Aa|al(dc8#|S4Yb^MNc_Q(|HT9rWF8gkD0`nqe{z;$AS?omrxYDk#nM}|PB
zp@Br3U?igVCY?&&-;32GOa;!0^u^b^`1EA%ef2I?&6s+$wiq#05#ZJ}pcub<dGYKk
z5|Sz-JX;Q`yyo(AhRRR0k*7HRyyFA*nfW#LT<NMOZ#z7%5b$u0L^)pXBzJ$r&+^`f
z{{42CNS<iS1t(y@MLuQZsv}1nY@s%kI7|md&*;F(E6C;~GRfDM*cEj@2e*Da>{6y;
zusDnWI;D8CT6Yg4i7PpMdsp9l%dDC#)QG%yR7{VehaL<i*&FK3hgH5_%VuK{BiGLu
zd8(0?3bP-zEoTJ2ls+$K%j9QKN`uoT+L-CHUinJh{J8#z!_A79(iL<%-wjrXLNG&T
z&O>8PIPZ5ZVfYIN(6RUFMy7cY9?ThBT-Cq5OlK&u;dVUGRLhY|@^pehs`}*_B`mQt
z*4WXsazvQ(bF?ROev5q6{o=xx?j`O$=Wtr$UaiU}lC47VY?cb)vrf_C&^<E0`P5<7
zfX+OX(0qeDHpT^tU_slm9N_nd+I1HRGrMo^=D>nj0;pBOSc7Q^Cny1CA<y@?QST3T
zTKv!tC}B0jrhVsvHs?n$h^uxc^t{kW<VlmZsG{8NzMxa%SovODzDC2sENyY;I5Z)>
z-cVS%j0;tbgq+5GldJW|BV$xfy1)^@aho9BQDp)>xL6zhtS?FQiNfrg1|Wi6v0HWD
zJAWJ#87m)Ro<gr;7TLI|G!f&%9?xSEaI#Clqk`o<@#3)=Zj>S}Z_2;Frm@u>7z^i9
zwJhQ#6W)qOrTB9v<~q$lKmZ$HQZuC}p&q2pe5*9mXLw~DW)!6Gov`tvW*6J-XNS4Y
zANB}W?FRPT^cqh!aqv$QUug_#ywLB|>6Ngb&fFrxT>b@rz8PvxJ*DjPOs6M!@p6`<
z3s+@!9~MdYxn@X{0nuveZ(w7hy5Ipbk?SJx5TD`h1Oa|T_>Wc2&nJFFsT}BRvDqvQ
zSTK=4!Xe1A`+DTGmfY0_UA`X$n4=f78|zlz7t_=96J(K=S{t>hmWxKUFovL$(v+6A
zogCE^%JA`3iV@L`*M{P1;vi+wqL{}X_8<QV*kd?U0WcM2RmbyF+GJ>H2$)QZrR;#0
zzlWh|ZlelR+%awRqv-T-b7c2@8i5#Tj>!rmIR+82Vk#qkzMfXbdq^i8WSBi}@!UqI
zOY3;%%T*GUKbsPx0fm1z!!Q=LL}`!lWJezT>#*qJjCg{(xN3CB#62Luo0Papn%%}x
zHb!rw!u7ZiBuI9xOd6__P_8ix8>W>NH5TtQW4O-LK?V1q*~a~moi!3vJ_T$9aZOfy
z3i5SaOI`{GqT~X*E=M*AE3rGEE%uTV_jKyCJq4Yc@hwzm>Dx^AW*ZCb8m9%j<Pu7L
zfJ<6!;<S3p3)y$RUrnp2=&Cnz(<mZDO?dWX_zxBdTO9(c2>C8ZPTmBX30axX5}F^w
zjzdx$LZl^24eA^2{c;H(KL#`S$lMX%n4tY=3hxWg&a?6^CeN#zTp3@S$PJDk)HJgG
zj`hB@*;4qB9obx_Bz<!J#rqn>ZA;AcS~?c4wA~i>Sur2RtC^g_jP;)SN|wCnQ!J7<
zWAM%7%UofmJ+bq`i)vINTj+gJi~xY+%aKINHaNW*Il(R%m|?W=8(q3H;+VE>br}k}
zt>;ZA;Q6uo^X}kxlzilX&8#fpXQ6!ZOZS;pGx9a}w}{l7h%1IMvB?KTbz4P9rG)gV
zpWk0P8D$J;ZATyj0h3I~)6`7Sz0CP+h0y$ylDIV{9%M6f!yz|SKb|kI;c3FO{qt_F
zh~##R;1!@|wd*<@Jj*!7Jr%?UxXB<T(vv(JyHs#KH!yO!y_#X=x15i`2hzYW_Tj_z
zxrh}wF4QVaWAayPbJ!0>PEp4bJq?{lqt?lOxC)Jvn%~unU&Pwi34;zzDP8{tv(o4L
z3}4~Mq6ab&(xG4<0YkH^j~>qBQ(<5sa`Avz1EkVM+C<>w@N#(oPB55g=qyQvA%TSu
zcw!?Fj&bpa?DCnMw1uwNZKB92plSuX3~yRs?jtdswCZQnMw5?7I%1#!W2dFKK_&uZ
z#L0Nxh9XWNSE~g%a=zNHq^dMtiw)GsE;Q8d9^2G(+}jFJ$e4}EPle;h`93zv+_uo#
zv(DN2r3Pb8r^pIwbj<j0D0M@A^7c8MUZHyG8PejR*eAvNwL_E9Uj)w#e<JkPbr|~#
z+??iT8--`sZ|h6ygkEUAo-PZcc%t6~Y*)$TN(y|0;25xe&x`O#K!-)q`IVYWfI~AG
z_WhLHnJmI)sA_6KuflSGdKbTqndVd-U*(A&${Ys>?RWH4R+*#GQJuahW#4M_oYFKw
zwBNN0xjnob!)Kh#VsQ~)Tb;h!ZD1BQ8{731T{okZt@mYZR|^Nwf<AfochPvaJSBUg
zA>*vf2Usf_wW4*+B>b6e%GA@!1K*+U(W((Ow*ITW@y8H$%jeYyqcw7<oU<f@RC&Y8
z6mk=5N6U@S)Hkz<3k0TE^v3eXp1@M-LUtDkQ)we7M)}j}Ga&=2Rgz20ukkc+F6h=&
z<#Rw-gvI#9LabJbHdn|_WkWZGet8oP4pPM^_^`7qGhu%oxknK~nzgweqf}ID<mwQo
zsVp3d5ZpDBlYAhkwFw@Bg<1&Ke%ntLf#Ks?@Dn{v7NC>fL1S|AoEb%Yw-e9A(GodY
zswwHQ0?osUF*1D`CKWM$WcxhB;8641R!8WOoIq@PM4Rj{OUYv*z)yQwDi~3Es58SW
zZDisXT3>7w2u2DOZ}(3=_Uy%pA%jy!L*@k`yG~@7P2yMve)2R*776)<T`IhA0LM{l
zj%wkmeR1~2qG4+w+l_^BY9DsS3R4`z53DaxGdxGrGY@j8{_KEJ?g86btY0$8JB{Oi
znhP9XCD&~e80QU7*vSXJhPSprlzh_+_A43B0qC7KpKFDRMby?epO-tI8ZTH^y)cKk
z`A&z1jbSEAwSUQl{0bQLp1`HVm!cF-mt+CiFQg}`lKzbPmA1&E+s*CL6!d2@lSlXG
zz}l5z?Y%o%xjUI>`=zoDW+(GKWGCdgH{}arJTx=KOR`}8+DnDB^6>lVd3Ds{3%w*P
zALavZou^-lMCx;*?DRPV{vh6mNK=p~9MRCb#RK5ZQS|1=8HB|{H>!T>@fkWxrWEI?
z&Z2)S;(o#!l2*_1ulsJ^n>X{qWmKzb3*5A@%AXY-8l4fi+0s(Dm7;lVHY9L|L~1f~
zu_&4Et3oE>C@~g*%Uh)^V(%|gDz+$(Y7LZ{GArV5SwD^J!8>UhuN4(ZZ3*mfKMv~C
zMS&Nvpiq2+2!+fpiT!#d!eKw8n*kE?F??ZJg;;Pbk%5j0WP(4p?y{oM25}A)1;*ue
z7m$&5y}EV=Phm?`-)=J)l7DzF=Nn|;BL8{LublLZHicD+Z1o<SSC_^dmJq01^C`2p
zib0HW@l8OTnxiK1Vd?eUO;m0K%~n~dFp|e-wa4(L<^6LrBUwv!QVKo0A!sk&p1s}|
z6^HWv6?a;mbx0nS=j@YJd{8SFN|`)8cmEdpF^J(+*rnB&5A|2eAJ#>K4UK3hJ-acd
zH$C_JcBjvV2`*<PqB>(IeyE3~-56Wd^)mtsUXG^({4=lUBy@xx>($%Q()FoX82u)0
zQ^fzcZ0^_cH^Pcdk@dhp0e-k!<u2BA9dg^CkPuD^@0pT<bPdiv6|v~FJmHdx!e$%P
z(a#~NvNDJ6-^9bJq;-zpZ4_+*PW%&eUl`f^8Zg$d>b}RCZ&CH~j<9cUyIUfwF;JvA
z<o5c2wgk7|mj4JeD}eo|_v^Q>c%(yhup-0#Um$)OaSzq6F|0>#@t@dz59LV;&JmBb
zPM?Q9eBH~JEBf;!MeeuC?zUOwyfu3JK?{N9LKxM%)!*D46tCo~FIaoyY<*}YN*qv3
zoqLn&`#w<5z8gJzSc15Mb0RkH3n7)NogMZc^?MD71<>AkId?N(MG`Pa36Y3Oy&<wX
zHkocle4gl>f1AyGe`B)l9%X>NvHjy^r%e_TZ}*6{`sAzma$L8)YK98ypK+~t(*q9T
zdTOMkUtTSX6}YcSpb)g0eG2o()0A<X&l1&TQ}JEd_C)2g#ewzLGH$*Oc%?}D`FzK6
zw>I~F61-Mhn%Sp^3EmZmt<7jIm?u4Ag*1V$_R}(cIu*-YxppaZ<o@<XSXm(Kf}@Vi
zzGoLzQjuNsmG<=FON>Q`(*gjcNhO81m>V2xcA!H>W=J8S_5ut{@)CMpG$9Ez9|7Y9
z#SA9;Xt@xLoen+Necick-F4>GoS0`OXg)&6hv}%dSt4WIB>d&74!WhW9H?OMVAXU#
zY#<ECYPqb~z;!Y3MQ4@MAz5yxq0MXB-&OXpa+vf0Cy=vIEoK@6Jy4DB#_w`Cjyj`r
zC|7VBZo<xog=xWr0X_LC=srKTPp>LExtxKT>>o^KBB{`b<UWu0J+FF!Gcp9vx<|S4
zi5|AxzF+5J%pct0VBzox=?s!*JD<b2r9Nm;YuZ8i9{Iz`9(1@@ec4sDaAeAxX(`>-
zm)n<1^bgWxaNw`*HpIDB(wCbJjn6A?%&#K=D#3^dF^to#ZszDnYyVf(&O#+HmN8~N
zW*{#I$pSP({t!k7!B-3$z?N^JJ3CqE&}7rYGQi$($O|Jw(sdSUIB4bl2F@n(_rR4R
z57Lpr`X~G7_qOt+V%hxz*?ACB6T(6y6_J(MMJPQ){iyAf2nYbXC8$?&Hy`BwY4fJw
zjG6<Ta>BivViKNYrJ)XZ8ml@m{3?;jCF~qJFMqr$ej!z9fmeJ!xxtx<(*p)fIVQuO
zllAPRGJIB{-6I@iKVWk6aaJWAw;ZvMw>2VS8#ThU9Q8FZeQq1NbbX9O#6N!AE4>4e
zuV$)3WRN+U$va~M1nys$7|o3^yGc`NH`pKH{$9{QX%6Oa8lq7jX$il@jZ$PXA;LyW
z;ipBivLA^3D#{;I!$m;=-hQdNCLCxut<$PUr6Qv#5W4v=0{xuu>Vlpf=p-Tdu`kF;
zQg-x3Go05sSiT6fF`9Wg4fY_fp%`{o4VZ4`r?fZ*`DcIW$-7va;GVWB)<WeEE9cMg
ztGU0`P8hEb7ivuK;RkSoWxfN`8fEoCZXcPeOz>gHG^THX;B7K1f|l9q1F=_rB+f?Q
zXoGna1j&w7lKth`!+R>Z)sr6DBOsq^WKxRR`mnj@w$Zx=I9hMcJjry&hYk}+MrB!a
zP!|H@b^P^Ix{C<(JX(4)4z9M~9rJqk86*2(rejV+=EW_G@F&}$n5PeM{+B1;<(K`F
zrwV<D%-U#egB{RFCG|e4XU_e88Kupsda>Ekz#k4Y>%WU&>}bF4N@KGK<4W)G>qpWW
zhj_#kgY~;C{cfiAbf%~2?k_{L@CXUak`S^c;rZvI2_7smg7=&TBF~{CU}}#ECV;B6
zyJ`uudKf-L@A93~2R0-JN<G7r`&SVNzK`O5#llm=6>}Zz{S0Qq<Jmq!8ojQJEqv++
zyXp!;fn8uI(c8X{m}rTK+_hXlad}dR$?TYLq9J?ht?uDu6gS67Gt`uUoS$+@@OeXG
zV+=Ax@3&*?d%HuO@k!xHtx0vCW;>zYAMdlVXTj?e)5d1Z6lADW08*Spt5KZ*De%X4
zRbO8f5I3gapwg41h@x&WS>yc$m&J>7QZMD`6m#wY4bg!dW5_ASxZE*aCKEroh?mJl
zUcd@>n|{^)(48lHu>BX5TBt_c3gQIQyCJd(WWgr8S+FZmHl%(5n}%Uhaa=rQ(VEy&
zr+YImVrq4<X*a*N-Jhv?(k7J;sL0;8%4CR9U*Vopx+X!^;G59^X+X=xEoyxYR<kT}
z^$tkR8YUP%|8^$VG|QfFrpp5X&xhW#c0Vp%F0l^mOi&ymNeD<=dqv00@gd2qdDm4V
z^3ZhY9R~?>(a;!MT`vWFy!PwY?4wuUKl)U;M(q&s(Rqx^W$zZ_c{Ywbo8t{@!oDA5
zGu~so@4PnXUcNx_S#*n()t%$KjioowEKMpVN1M-5yCemnS|Rkyc`E@y++x$L1;18W
z2DMA8*^O?A;HULG-!8D~6wR+$w7SsQ6wMO0D$+#}VYvr7-p4bJ$EkGr>YpYZkNFcH
zqBNz`jnr>DjOKIgV{Mh?ykBZmV0uXY=rCb?@ypje(ACJ*^)Ph7fdXK#nFgcYzCIW+
z(K&H*$)P$w(ntO_Glnk4QllxHm$Lotv<<w|_TEH*A;TL4ZbMbJGs1rAxWhfi^&M=8
zUrYB}L9a}E-=urNI&m}oYMY;L@Vfxk$r~3{#d|4}ZiLfTl0|?I76DFnC6d7W2eSZQ
zU7`V7ibWa@NCYx`kSfsp%}^=D)^FcNBq=dV3{|l@a3FRV8T8u_yi@KvX}YP!ny#+^
zIw<!1pk9?%X9U7(w}l<s(Wfzi-OlG1-SU=L4+BG&ZUF0c-^dGTk>h){_YAfzF7L1V
zGx_hcAE|kXrO#AEnq=ett~y`ykuqUog?4o>;IWSAw^W}PCTljiLilJSJrK^H&wdos
zGFrIQ+yB<O5;a>`>qZ;$<geGmL%lS|1W~t}LcooM;&&E2uHyv~>vkM1(mi)?uF+&G
zr#TPuf60KHUTVo#jKgRRcoiN>-vj-~`knao?9b)q&Z0|LH;1Q|7}&)q-FXd79eN#P
zB|sId^-4J2;?CZn$kk%eo`ccr@6BByv_O}!s~jzWHHc%hAA&XoM;`QBQp)<&dVXp6
z^;c)*;V}Fc$3ZGv&3;b)=P3d>7XyTda*yPFA4Um(EMh<9M8FJPLu}ueT;g23&5EF?
zu(Il}(~`zd&G%DtWjM^2HScpES@WF%rW1w?Ac@HD5=XB|uiu`8SY6cd_Yn*D(E`sa
zC=BsMAJ1cByHm#6&;4ARaZQHO9Gdn)f43s)Lj~VRDBnc4WUo{4L%Zg;EY4lF*BbkJ
zh-+^91|TMMLS*Jn=6gwYM#@UT2%%JR^t?#v>2sQ-Y0PX4n=S9-Ji$_7dj*TW2*+yK
zn`C>ha-*rBuNg7s9J5lLc2gGzazN2}_zKpKi^)U<89c;=3FUG<gQfENnEB4!rb#_j
z6=d{`r~@YRWiKW+<bOak%W+9xG$Ydqxhy3V>LVRFZrpDM4b3WWs`2L_)IbI(%8PY!
z6%KdB{j%KH_!tGNDYID<#*xji3FO)`(auhLv@rdy!&(6p?A|l=GT7AXfeffX47&Iw
zUifh6k%1oCaAw7|lz=?Dclb9Z5V~PBcu%Etr&|G>|9wO<h|l`5@~y4!mh|uWQFjrX
z&;|#!dygH=mPX9nO#9;is;zw-(?Mh!=F`;*G!QE!jz5HG$WYCLihon6)V=5kz;f1W
z`MbuD@I}&0PwD}uj%l!@(Vku0-=m^w+*g+-hVFRN>nM7-<a*Nb#S;gYw!h1QZNuj_
z7rDZCzL>HzSGeA|0aC?une}s0@J67$Nq6$mJ$t9!UJ|r*0j0jY7oSg)XCNfH2_9^F
z4$mFjg`R|F+TPz<m&Z_+4URA+6q3Hjp)S2)Pd6xw)=pKTBOX!<CuE;!>hRI-CA4=V
zDCeFn)iX87`x%*mGcKCS^mHs_lx~tWsROqkJmn}x?<bu~&s?^pBcTFUDu$#PD(o@i
zSJLErvU^{ZO9R<hVgCZ)9ck&ZAF+FRyR5M1E(_gx?p{MV=uz}pe}EUZJ~dIUHfXST
z1?=@DnwxW+z8k-iLvi~l^sy4+@>bxgkpqFU0<5^4o5^r<l3kYa$jor3Qb2g0x+MTw
z|Grs7DKw?yG%~xnVEys{leywM`4wPLsb5b%As@h{f)0+qoFeFo|JWRUMK4L!e$aEf
zD&jN-o?b28S5LuZeItW4#{Hi5^n4pMJWjPl2k+Hh^ivY(bG38iF-{FDiL2KA?Qb^3
z6c#dbzH^jP3?s%4Wq3!+K-2m(v)2I+VxYE-6%n1q%MdFstp4XZ6A--GxR+-gNa75u
z8VJ4K=`hwOp<0IzHB}3wv4dQlZrGpH`6@3fQ99nyuV)7zQ^B)Yw%;vjtR|xpqJ#k3
zJDP7rAI*l^KWVMw_0sf66vwYs8Lf)>leOy0u?bGdzOL6-Bw)9SGILDuufa2+u&xUo
zFG%Yk(Jr>~qJup3Q<+QLEN*ESNr2Fh7{okeVXy@wzV}658)9X}oAcU|IPf$ZE7U2^
z4+|5t{`hl$F<w~NmCP}jJV@FHN<;HNBxseDVRnP`$7PK)<_-&4ZU<>}J>)(AH9N`Z
zr-nM(F@b#8(f9X2I=3AuJEcDY#pCl+zJ#?G?FhbB1+oTK=*1Smf|%EO!_tHaimzw(
z#X&Z|<qQw=SvRgFgrDpm2_hY<(C!0PnDnuj*LpO<4nI}2GX+&i<SuwFiR66LT#$S7
z2->(kJwyh)+${c?_mcOIpV!yPMNR2|`jo~2Et6E+%3&FoIvb36Bq7M<2(QBlBgYOS
z6yk#}DC{~ElpU#H#k^kJ_tqce#jMQtyKr~AGaL5IU&m)G)Gb4IoP+1?u$#UsVY)Gn
ztHo)bnXrNbQ1bgzGtDf#^m&W!p2O*Qc@ZNs6{2ULoEZf72zbGm1V=sPHMuStM6#_N
z)~&-*`W(+5!sN%zrt?d6t}4Df-ev6~uiv%ip1_MK>fU@KFur|S@7tGY3G4hMln8`l
zIkv&ZuH^;Q0XtNZ(X_o%am2jhY%(3_5SIA_Q_kEWh#<Up#vcNXvMX6yiT?NOBmN#7
zc0G-VEGQMH6q7l&?49r$pFYm&WX2&J?z3O~C8rptldH2+&m!{JNYqiu2Ow0T#%?7d
zmtl<J(*F*<SZKW^al{EspO%<KxPH)FI8Kj$PgKNQTwrH`L(>#))JMEet9K-2ud82d
zp#nb>8^@Sarz2I*AVVNZf7@DLcQJ^tlP<%{7)4{S%k0fGUA`bv#TYs7AZsn|@uUn(
zwa6)Pg4`67E@fBU0&~kxfyQ9^1b%wGoGiZK_g8a4RHF`4VGru^r+vEd#`S{v_z8Mc
z0Do_7>9C3}Q#nHV@0CWCdq;r3RrmA<9ZpCJl&Bp*!D^X#Q}9cA=LYfejmZu`aB&od
zFR0Z)mo=kc=^54maAiqu`qM3I$h=q`sA)_>{Ld37a5(s#cKOSbmXpV<IQ<5(LG<6+
zh@iYX)6F20DLg?as3caZFepJR_xc&Zlqm6a7q=XKeryNK!X(>}Uu$L4kJ%q|v=$R7
zcLDixR!CR=)aCBzrtBw5%RvB%zr*m@`NolyaEqGg4|nwheeE6Y9DW>Wb-Klrhz=dm
zkMR;4f0)1w5I?A1D0UYPMGrHc@>n4b$D7-^h9Yw??}Y1M^fsveYD1bAA|sL#WymVQ
zmF#<TY66+(VqIJWXbE2`1DZ`j1=C-^>Xg<iz>h+%R0cOQ$&3Bf6YU?uOD`w?yiLaU
zj;$>vUl{ZR1M9dX4n;-pt+b0qts(U<DnPi!Oc>G{3Ki7ctvaOSu?f`=w<$eaesVNq
zZU|{?@Ap)#w)!qKWmD&h_aiYelY`<MT6DR_V=IFUYkBFcZ6o5?UI;L4haYG)6bXgv
zHQF*0G!{!X<hW(ipNI(Y8yq{~b%}hC9+{zriUgNg0ADm^?xBUe1-Sa@w!4k<Q~722
z;pZp>e)@icKvPKWgq&#3jIo8DOc7;IvFtLKVe~Vkq0b1_>;8*N&Y%8SxJBOB{y&9i
zgt<Abr;hWDmG*IA7kDTZp&f$Yw!5LvVU_)iI<uwkdoLVgVqd0{8n9BKz!5djq|3?*
zPl7c43+BxDVBe?^#9=o@m6hXLZ0}SDB-5@CGow!*O@ZA3RJA^0zSri6<WCXi`kPUn
zxUT6P-l&PCSr%zq*AwDcj!H&o;`ia}yw)x+9_)T28GKfIW59^s1fU2wE*4-$qqKA`
z$Fm#{BV~rG;gN<)L{s*8d>SoAFoV}hPlI|SOnBG~vDF|q8HNC&u2lAzvItdIoKp)v
z>P5AWR#6p23eUgjF;_ICo2Ef8^YNgfeU|2h=2nsZQ5;;zG;iW@MLw1t<OukTfb=w2
zy^{6y_%qJZ9t3;0bh%4NWab-N9F*{Y*D)aoe^DRQ{~LZr?=y0}fT;hp@mJApfK<P<
zzI>q_QNvP*&?UU19(q)Owo4XILex?Q8z=vI!dIVFJp0n9sJhVk^5S54#~PmiY$j+h
zr!HezL@DLe+S$QRmMBydEZTNBSFcyFtxQbWiO79CN273mwMZy$K`X1OP9)zG!RFKV
zE5$-lqs$6>e9^#=SUM1@IE(C^C~WVcgWUgh5sJWMUtFXFH96lxISyP8%=nYu2c+=N
z=MHfP5s*tw_d+tcV2K+CE5nCag%u+z2OX>56b+G?nj;+m5EeBu`q_}&O~k$nDxuqo
zrnr^q;mZjilM4WM1;`5oe~%FmuUFhJY&!r%VzTsKvgz{2D-dBmMUuTI{={J!Z1p#g
zNJ0~+<$Dg<rT+VRBM95epD@Q1NvE80&BfUnCZzWzoBY6s-$j<n^_C(h1?C(AcUY4E
z7H!{PH);RpvTnVw;;Vfw$Ro6+TW&S?d>5T)*IuW)+>Nw)Z_g_L;d2rB-!OU8a*Er>
z4+siaxAOmjaQh!5+J6YQAXZLJrvF8_Wdbu^|GE7CA>4xglLq_m5pLNz{zbTD=J@Xt
zZdw1cr~e({R#-?`*x1n4$QY5A7tztl!C2oK@niAh9DpidWNTmyFam%J#K#Ii2mtx7
z0tE#L1q}-g4Fv@a2LlTYivW*+fB+8<kBEedjEIPW2oH~phKz#x=@Z%~1Y~p!^iLSz
z^H2Xg1Of`&2HXl78txM!JR<n&f3tja0?^?hfDm?25a<9%bO<PPh>u<XF?ftH5dTsB
z8Sg&@0z5<*SU7kDL?m#9KWG3*aNm&7P%tpi(BQk?;QIh*bQla$kN_;Ef<7FXJr=Wn
zd>;H4!I~~?#i>hj76XR>1VkKMARayiB^5OdEh`)QHx5oNAz=|wF>wh=C1n*=HFXV5
zLnC7oQ!{f5M<-_&S2uT$z@Xre(6I1`gv6xel+>ST>G{733X6(MO3P~N>i;w}HZ`|&
z_w@Gl4-5_sPtVNG%`Yr2EpKh_?C$L!93CBCUEkc^-9J1&J^y1D1OVzk%>sY^mv(_)
z0t6&@CcqN`whIE%^&i90p<zftuowagaQgO`WX%5XSc36+HC+f_SQIa@4IHKramZP>
zD6al7?LRF0_Y4d8A6fP<!~U0D%K&632=L@Vp#%5;@4knCTu47e0QJ9lpb&QDBV&<=
zR)#pzA-voOtgg?9mg?hWXq~Ep_P3tqq1G0&<9ho5a1y${Bm4g0$4lSO*&<*d5N(=l
zm2)q(sFQI>y=OVfpJPy9cSlWdpV)WL*xfO(T6*<t0&M@gqxj#Amr;vAf$=MbTI~DJ
z-(vu4ijCmeLGmd!1iluLSMv`*y%|)=<$cEHnGScyAEXlrl1R_i2T%pPhxc2?2VfHm
zVs>ELGZG;`aO=Lbc%Z0L$vEoD=Xnc!%h$K#ff`DwR|l*9$|a4c+0xdw*lk~|Z$93<
zW_p|N>EhaZ;{F4$k^70MZIX@P6XK9-sg?wxypFq_)L#c%r>B_@0O=$g9ZFm4)Lu0<
zW8DL#ZgR(_6NHYXd2Z@ZHXp6r{UPM)vi2@}{>$KoX~)RTj`h*smwJfL^I6W8D21a}
z+XTsLnB_Jb{CKkfc?f<O0M`Hf09)UZJe%@=k@n_MO{87FX!)Yz&=?U%hQyX3b}Qn5
z&_YOIOB;~JICMLqq!kqqFs*<DNKyz2qCy0^rGb|OMWj&?WfTZRWNySTkCG5TW=O)2
z6eKCm<Ga?m_dDx5_uh5Z{f9qT$x7Ap?7e@(-cOa)!tdWdepIjsnZwbG5WjUv7rNua
zxn23s(KI)?*~=iWCnHhXiHa5OTra#wXR>bZcCATTm+Av|3mWyD5nhh0;nOne2k!aT
z@LUQzni&=rgkiC-*EZrp1MeohZ#WfqO)j3GKczAJ&g8dTZa2?w!2BDpIT05~BT-l`
z@@YynI1h)bW|z$09^gc9i88y{N7qjIn!Xm=*uEn(201F#h*nZgYZiWsW$)453J&%H
z8OTSZ83aGgedych*)01W@t3WCZoxauH#M~k-q1*DgP}MBO7wp7HD9_+yNP#iOxJDG
z2vws-i;!jN8n^$0X#d~FnbpRBHsrcy&KdacW!35pBQ;=$GSWwiUA{~{+r<7Z=S_ZW
zWXcW8lh%*QN`7RvE}3jXA4oW%mdOX0#PuQ*tko$i+gv(0O`akz_|&NL=E;lD5vcD8
z`ZD06f;z#$c@@)REx5ePA|4;pK<tNV9Qtw*T3zvD9K4oE>+t79tvx><nB?Oecxxf$
zv2cF0RADCEW29j6Orc;}jo@~sheT!F@_NdLbo{A_@|6D13B32o))m@H!Xk9YKNVLC
z<41xyk)&T40R|?VhOPsV=<-=yPUwFAmediq?eBaoPIS2E=dD(Oro;`sMd+=1O$xHm
zy5z|VHMwKr+Ya;e=r3)S+t(>XV;y@<+X^(18K3=Ci;!$3Id93A?yNr^&rmGl<cDrP
zAUTe=?uXp}|HkTnLVd|BT%H{hEc_7ich+pQvHin_5Tp0<Z@L*a+~kz|*iYT-Zzk(4
z*S1)F1*87es6Bhg_o91$uSNMS^41PZXFET)g8brwyqKXM^d_m^D(OB=VW)Hvf>Lqy
zf+&%J>~yHw<pwL=>l99LhVD^>b?0KuIdSduSVDcGk(qz2astDB3k&QC$-%VybHY{Q
zlkBAHcdas)zUI&~JqxTGwMV+b97SaD=Tuw{;xT#p1ADi;FycCs;^DJ%f6&!}wyiC`
z#^DomfpRK}AhU7Odir~^@+lN`9~xbRuH#lSPTR{0!>_A%JY^+Niys@soi|fPizi#^
z4A&t`34+^dff6pVCnV1PpXIz!uM$-0cG+CjWW&FMj}}up=l&X+@nuibMI)<s)RZ!7
z|Cx`9oo0^PZwA@do+|<Gpp$(Pcq)pkQ}#p*X=B>6scYCEX=dR__FBXUji7yVw#IlY
zzO&cm+Hu)E*^e_Nu*$$VE|fI=zogchm*oXcNWXNISFRblE8pPES=OQ2uuwSD-2F(n
zq%6Eofa|?>s{8emfB86Cb~5MrN(b=_fR4FXuq_3n_5@R`g}g3$ztQn#T<+OkH~R#e
z{9;xXxnAJ$h_eX!5{6Ygvwt9UyqplOhCzj1qo&A@X71#?D1IKDUQQ=$?2haX``H5<
zQk^0CW0(^A0{t$~Rv#oM^#9V57BFL>VEuWS61%J)$<%bSz%P>siqBvh1$P3xr4O*>
zZDb?wgt|<(Yl`lNqgjrahm7tJXRV5#Q1K?qaq>p(!77XwnC>R>>iFB8U+|~oF+64S
zyQh}b|FR7KU+7xu5gu?|f8#rY7Ud3}2+6f4Wb+CW$`PIMMF^)}Ca1s0ugh=b)1IEK
zNkelh+SisAyW(;w0X~b+6_~VcGoI3kN(gA<pq6}L%epNCagL{cIXoX*YzMIr2{o)c
zl7ksCL^I_E0h3xsTioT#p1tu=U5yHkiL(3ms8T@+Df2h@CdxM@c|_}^;(QaG?<%)_
zk0;8m<UcFh)11GW1^?Ro`if)Asr+KG&kSV|av>EFf)RX!x@2N2ex*F*eKWeLN(o+2
z8SmKY?y92v+VzF5QhbEN91Z!qxS1n$_ISJh0#!?9Pfs*R9;5{JM{}PhF%xdN;R{$t
zhgO{Ym{`u3Ow-Mf3wQzAb)rx>Rr(OWyGgwy6=h4Stvjr`-J;eccq;^NHE{|m5A42e
znwm#c;RI91w1?rz4XV>luNcXdcx}|rJ>89ghriu9*JTz*c}MB81w~AWQPE`(coUs#
z=M>pc+}&AP<lK9t=iK8D;*ZFi^)r2}X;_JMfR79t)U7tTHxWnt7*qPU)~u_-ufsQh
zg*ZlAdg~l<@xrJ&tQaRiB}BfXA*FhQE?iojV2XZwMC%jmLkKNS_`uN}<!&#0+a=-X
z(j7g-CW%Sp?3rn;hZBp?Yq~vQedGUy-S}LYs*h78zF$bVj0VUC+&a=%3qHQdjcxJJ
z_^bX{(u9f?S2U^YEuG}I1H3zUv!>a1!iK<*%h);A1x6}P>;HwlX|=KS4)zsc+ZabH
zY8Eahh&Gm%#Iz6n@Y)U1Dr-<ZqIcU)XxO8WhLEh#M~&sH{#l6`sef!EX}|7$wg_Eq
z#EhTUdzW&)NW)J!beV*-3~IV<8?~da(cUIZ5@p(z1xZ=e*}jt8GI*jlpm{1}$2@P)
z!D;ddcPR|33jxry7`eX>9!h>j>Bku|P9H3i8-E@Z`SWlAXJ&hEYEx5oy~Z?I9ny6a
z2mg7!K@lJU8o9N?u7zwo)~(1@*@1J`880iRsjR-gCIvYG&NxsRDvK7OaNGI(z@v4m
zRza;APT6WyTu#uPTkT7)(4TyseJwV{t!vk#o?fr(Bk?sP1M3Q6tnq|X3LqxAgSHU)
zCK}m?Gh%;2)@HGd8M~STW&Rzw8y<oGy846h4B6W?D{=bM5ue`|q0bC)uu&-CirO=>
z0?zN4Q1jOB^#9wpY^PU<1xd9+FlfFUFuG>{MTqw-zMg^%h&c9y=>N*h2-yPJ&*HFY
zMhs1l`D1JTPffGluJ;rd{&A0R5)q0F_rhXIkWnu@+Vmd|poF^-Nyk0R60Lt9y#HaK
z45dvbMNck5_sLy~ac`%VL58j_M$uGPV%mYJxI}Ru{SJT625xjeebb>#H>!{FSotm4
z!8M6$Ka)j>3@VyQ6o&l+$)m`IUWM(C-L|}w<2e_}`F<f!pA9Izepj{B1r1^=)-n15
z;{ltJ(buXs^4`x}drVua4wSGqoyncqFzfAIk?9t6k33X=#owiC;A8CeC5zC?{XKt8
zFr6f5w%I)sTK9@awvnDK9^I#Q^J>0S$I~YsXOG(x{&q8!9gdZ|_u=l(CTot4=6mbx
z@}49c05&tZBctTDu38yC3{qlE>>?yY6eC)4Gl#g1jNUCK)IXa_zyrO$BApR19ZmaT
zBb4JPi@f9iAevg4^s3(1<DzG>C<yo4cCCf=nq;Ie0bW(M1vMgX!&)|3+i)H(b%GT?
z6Ey}PPu(xk_cbgaZ|(8Q0ctl=4r{A*gPt%h`1*Ty(n&>ml?m35d9b+kdWz!E5R)ee
zR81e#u2_WD39gHAjQjnHieKcE@BkO`;M20d67>I^ZQ@bMA+(%g<h=p`gkTrbvzfeE
z?dQru9Gduc>5PVUN}}2z^Gt8Ut$RFn$Y$Civ<;M~i2StkBf-(tDgKI?WqvtBO_h&6
z{iPbgQeee3Xy|_{#FW%K-~qd)@_nZ`4(*ufAxY`Esmo!Xdh-hTszYVkGMgI-1d|Xk
z*gMs}4>Xxe^y!-5TWPOQ+yMFZfUUEo$K#4}McoZ#BOK=JoH=;`A8O}b&U+)h%QSd_
zhMX^J;Zwc)olTsxa~Vnf&7Ve%2-2EMyc;bZ3pFV%n#f>iVW9uMC-x2M*I%c0_x4+a
zR){0=9L+C=!Quul0cLkG4xS=$&(XiKs7QeU?4{#;n2*}_!S}j9lMUK>duMqzu$c%q
z&?&{z;m#w_TZwetHCk@ZHT?!ov>QEYlN<ZN3-p>ZZjX7N10}zBMl8)(5X27#LnD^d
zy9i$38S))@AC2mJQKC73Un+Ot43a_!!;Wg6xJ<ZDDp2QQHqgXQl8$!yBBYOepva{v
z=c?ihli{PX@nhHALaKR0=_FG+*8>lSH)_97+o3gm();>A41}dNFG7+HZ6xc`mP#wd
zN(~RW#>v@|Z!+IZ5a`<qG)lGql5D`dy;`a^B5MMKx+99<;fOefUOg3d;szD4RD)s?
zfR>(_fq87<nD%>KKIOeFC(@cskeA+lRFK=Tvz>L)@q2BBuc)76vMaU5?wPp6KS|sF
zbnF0&S0Y*>|Mh=LxLfQMvd7s2JUuVGZet~(+vZ`3R<Ct}PVx3#Ge0jv<%Tz2#YojF
zVm!4LPNB<W^%T@w20P^BggfNEX=!d}T%SuU`!q9VG0bngz*JfDZ*(JKx;=hF-y($f
z+{Cp(pS(JUa!y3P52kf;r$baY^TASv-X~{g8t)SIU)#)tykM}2A7KEw`SQXC%!4d<
z<3;F$Rl>f~J2&QUGGi7Y1k+Z2)wepFl?-=#fsC&Bl&&fCdqEO<`wpG0Gs=Iqf;Zlb
zC`{t)MzLOqnI=D&{S3X`uj-Kyd70qtf+lgSQR5<w`X=(e*#W5z-OjK*vk2XxRwb=@
zi+J0P%8o<_c^mkIygWd5N&_755kG1X(n`g3h`Ux-?q#^2m1l&_)!Zdnr;gDswFUew
z7Di0zOo7j^YBWLt*escHvQ&0>xKCIeebn=t7RJe{`vF<I7VLR~HR7_LGwMoBh(BOx
zD(>Nbj0X6IppU~{CUZ;nlRFO--ru#&byBas$!BRSouM8SNeL>(2e##s+2Kiw%H6rI
z_vEqm{Ve*=k@n5f$={mQ2QKc2{!!9Psws}6@-F!h-RF_=Ty#WBX5F7%Ei_`DYu&#k
zU-K(q9<Q_6V#SJk4sopHb!WBZwXxB+g}owl5jvxKPa*@hIFd~|`0Com-JN1LOT`Fw
zDX7mjvnN-onY#Z&>Y7{sjZTUi^IRyE!C8-^((U7~S)T|xez>`24cHr2Z7S}Wy9TVt
zwJpuIw`Gr~ZNH0gFH6FzZN1>nDMQm@SuixgG*W3X{pGBI(e_-%IlEH_tel^p9oHSp
zt-%($f@*n+rsh!i>Kv`>AF4JAe+Z6l>uvZ{l(CH@GL0rZNEAy;G+9<;&Fm7t3h^ej
zmw6n+eL(vzr!qUT*(FDK>fP=$<NB8nZE2aKh>GevebumZb|(!_+SkvzB$Wt12zA}O
z*-&^b*Tv&(ZdZ_D)Ql$Kqe`mpq(QL-ga90rL{LxN<$>j@tV`n`Xk9eVHqxD<IIKs=
zdQ_(2O@W6lY2T2ati(2;<>@s8ix7Cd@9+`1SwaqOZH-}5o%dVuWeaV&W&v8rRs5()
z^<{49`$2u6pJASth5yHE@}m68U0$NX0ZC~&5stZ~YKFzsl<itVux_-68?6^I?vXci
zj^Oe9STzStIdko}*h`*KXLI39oqElvSq%^pOpb)JfdR@#K-EyXB--PQY;Gv~H$`p`
z;hl5IcY-hnq>N*a?^2n#lEj<yST@bo-9xrn-_NzU#7+M|ZXDs=FhR-|Au|miu<Msh
zB%Q9-IqilRG6(>7a68ph8SiLO(42)1BZ9tXsxMJNe~a0kU4(*^O^Xm`SZq(&&2-bm
z|22{zUXN*&PL;^8r8D`oHME*9<8JE~p-WS^0S=a2GmQYnxcWcx+k3RzSCJLu@qF~L
z-v!#|kB=(6eYox)r60C!{gP}J3VR}#;ZFLmZ)CmF7}Bl%o9BwS+6B%2=*e0^#LCn}
ziR$1yF?s-}gah}LD-~u+Nb`f7{DyltA>FfkP~5#SQ<LrceEdz_HpiJDsU_J%94VbA
z09s@Gm7UYT@Vm5vyIH>GiEQ{irhQi(q*y@|wDF~Ov(d-(l<hg&e4J8@qhZ9Jkiz~3
zb?-+up93!#qUb~<TvlWvNG9obQ~oB}7;P8>M#Ife@?U6;tmTAE5#LveS5@BXh9kfQ
zcTmC{Jybr)R`ybpm1?}Zpbn@=c9Tf^P2*FURZ*H#S-UrGq9@bJF?lF_*lG77bOV2Y
zlt*<wX^&^g^&1Pr$g90i9O2kafd|m(TIfEr&aJ)&$cjd}U~^2n4Ozyd^)q&<w~96t
z7rklU|I&_3-{)JDAJ^WY+33Ohv<N*{0635qLrQT^WZxipt8A6prNz(h#b^^H#LqPO
zYFEq0>0M006ftq8QG37_S`YlTzz^qYqI?51hnsbh4nOc!^iq!hiTHUDKD$V}M28)l
z;ONh*Ak7}lJ<_kKjAq;#=3ZVuE{bG)<!MRX-=pW&Kb9SOSp#Zyb}Xj(m^_?9Doxg1
zM*zIUh20Fxex?(cC*R3&l}My`<7@uOeotyVKED4C6)9q~d*`FW$E}Fec$9!#gVfvQ
z@EtX^FYBtbqHJf=uGy@cZTDR~LUf}CFnws~|H+%h^+-DbIP_oPmG{s#qtyP5h0n)M
zy(BeUPjI_zeIvcSR$Xf*;t&^R!D{OPNuwA_R{bI_&uk!6(IONbGsFeXdUO^2E$t3i
zzsDRRSjM?eKxcwYj+G(z)hp%O#K*$R@w;>7rXQFyo~P>+E?1kaRih?)h<v3zA&FPW
zd*F|Q7$@KrBfq-<ZfaKQXZNZ-!Rw1A4hKm2%pwFd!%pxQ6a@84nROVQkMu{w75df-
zbyy%bFb3YWR3)`1q$5k&Th+Q~Kq`EjyhFY34M5~80%v%g<xAXNWym6A)QS^)y)<_K
zBCEvt!Z5y3AN7td8rED<5k_0*cJM1diXtuhqT#r?VD9syN=X+%#stP{FeE2*zNo0c
zzHcr2p5bx6`H6tf`fmSf&%tSI(BdsfYE51$P8)5JjMMIlH(WO-nR;6#-^ei8lxfJD
zmcn9<Xja7oOY*8n^Vj}Gs9U>AAK~<&$?3=k>z6&}-YciQXqS_k$Lm}aC%aj-*9Apt
zJ&=Itb}d+OM<$At`APC?LU*#87b4ZcJygWkFz__NhK}r$s=4QwymEVj#VBoEpG+B!
zNH)us-`*b?Wf5>Xgtx9%u6coV3{LwZo&LO!tkJJUHNNkocoSde<;cQtv_I>#L+jQ+
zXPs+|<3lOd6UF((w-=!f;|v)rUWCf<p@57dZ<XPg9g0*D^sp746+g>G36DGYTQc6f
zn{HH(hImE}C$&?jkZjH{_1`sv$F#p>M6;KxkIGE%j~9#YUQd@jeCR+XwtO3swU_<w
zU!%(_<2iE{IS!cRA^Wwcai6e~j=#`Af6Aa8^LAz2nQ?3II1sIi4P04UU{JU`6#f<4
zz|_|K8}aDTxvA=3gsM0?T`0GM^+!A2U%%l~RvA2JVe}dR^+9FRKy<G-M4Id|HKH{(
z8KRJB5`FWM?FjGb{T=g@CxkA|J|w{eFWx=<AxCLl&85_7l)=zUpyq|z6&Fdm_+pf{
z(pu#9xtEpU(#m&QD!r)4<OVu8gbxOG&8UIErOQ{Jki#78yK((2QHpOG8eeHGvmLeK
zOrJZd($!-@tQ&oB#3Hl-+l&^T=lm+;+-16I64Fgyc<&QYJs&5Nzr0}bV6_h1=VedW
zkIvL!d(d*Z8Fk~>v7ePZuW)KXv(GMOWM24G&{{{3N(~qyErmjqldEOZ|0pF#QzU=C
z%AO3^6g1`U{9wdQB2~B$<G2W54`0HNj$jB~_R2qtst7J<W6nR5;~(@>@~5?!v7LO|
zdO-e^2kr4sWS3~`tivZ>&(@mn`tA7NXB&(@*zzC!sK~XU<PO)Uf2JY%5WDP<WR&D2
zyDI)r*lpNh72oOB1+0_o!Qw8mkf(~HgWv$(>+s2QEti|-Qd}vq%F^hMk3S8diUZV9
z`^~LOX6cnGMwubQwF3FZvgq~Jwt&^%7d$GPjtpSrTW~x<y~G6Q#>r=JbwnsB?LFD5
zt;~oaaFBEFJt|92|3q}0iVt?e>hD9?UBOjA(%lcsHLp1@4)xnMShyBMIA1v2KIVzn
zo8FpF0V)0ZCh{^Bm&)GFwAFA0p7m#2`Z<xtIdVhAjkj&S{XzXf&!#^(y@i>aX|oGf
z>`5!ziT+S{69yyY2QXu%`CsFNHFM*zK4ULK>FQ=*Zng+{5u)!6B+UO4Y^F@becGW~
z-Me?p)#&g)t|9L*^}grT)DNNi{+sH<fnLm2n7~}iIoZr6s69|?NkeeQiFeN4$XZ8_
z!X!IsZhf4Ce<#}y;2`g+-c1760n!9Eml<FmxEqR^@={J$G%<pED)-bXHUa(3{qyCy
znj9CNd{&XY7uEy<Nmu`YkjshW8%XBo2%$DpQ7;&m<_AkuCKgNAej=dX#<h_+7Hmz_
zAW~16AJLKsy3_jIqGeb37Rv>FgM4|o$hIv0<sp+zZ=W}C_QJx|87fcU%Ye;HQtyx_
zzbC8@n8Y6#Y~@=IL?*NH;$UfEF{^f0Jf?C{ZP)r|5%Lyq05+Y-R7Or7An3VycUM1n
zF1(zeY;URw7z_fWNQuGoUdj=zcDOHvy)L|xdjQQ;yfmoGHuqmoCI8@_vQ=y?95Ms`
z#(UlkSb86t6?W?#lo2XitSRkG7n}1vCDJ#|?#YvEcQx=q8WthH!T4bSJ@fPzW4U9e
z6E@N8@&Ws@F>n+schj*!1e8ApQf}wF|F#@gUADE!a*}YmeZqfJPJygfGu&yh|L-A0
z%!;7Cn|XFaQv(>SQy&~AGDFkk;{)0pwR@_Y*Ex3hi%-(0<HrDsRZC|+#MuMY_9bHx
z(zQ1tJ|yoDsz{6%;^WN)=f`>P^7*pasIvN#ErJ+>cZ*PcI>a(i9cB_b!0J%Lku})&
z>VM_8kPb>d2Tjs%Ekg1G&6I_rSA1cS4TT6&6`5uNzjh{A=puv5HMBF$e9H2dFVKOb
zeCHj1#C&qp`x%LC8W1HbpT(;GSTa{QX{>Vb<gHcfq@sl%U|fF6>T0F8PC@=Fk?E_)
zf#PjJoIx|?j9@rf&6{l0{-<oECW~yrv}v;x=rL^1M)aI-DeRt)J6ogh>hqs(24$sh
z1>iZ2+QfdO+j@ZdkaX|`<HdN5{^LJiyGcXp)BvH@C6s`y0w#4A5Ynk@(ta)AU~8j@
z&94Hs`<MRI9Ky>VJ2~+#kjh2OF_j<zsJ9vR%jaduH@*l>EQX&RjkCutIRXwnFMIGl
z*vE<{%U1{Xuh!Y|enIC`ExR4N++8|mHXGIs1Nu)#*M*Wp(Q?V;4#};Aew@+#C}2p(
z(+_&5)*0?a(uAdWFQrBZ*T!Fg0BN5{lPN3N2hc>1{+EPRi;#~ewkfc*Xl9aM>t2k^
z!BP+#JP*yjR9tg|`-#?gw>C?<o)eN*<NdrWb4^L0hoa=nu!Clr6awE&CJ!`fe<|a5
zJXhPGb&?W+9(qbx<+dsQM1JeHtp!e|`I<jO9t-c96h7jwI~Nv8?n58+X}(ii^xxZW
z<Z&XhJcL|j=_g{n9(SVhltOLg)(~2369$Uy5eS5DE8kS&rQRo}d|<DSn^soqPyV4F
zcQDB3(IJz@pg^i(3miSf5hBKykehb1ONL>cNsH@zg2Y!x`lZF8`*j*)Cg%@bd->Ue
zd=Hg$=_uAyo)Zew1Xq(AZu&0o_m}Vg*loDca{-RbmJXJLJZKdU2gQt*HmOUoLmFXR
zD7+2!5=2@DTTia+FV(lSYPWvwa?s&H=_}up!Ehor{AdyS6Jh{^bWMFf#|Wi6PJfK8
z+mkpzoA)yOZrBFgg>Dk`R_@^jgnmLl^<n<;o4Gx#qRFhGqomqzH6P6vA@;x#XyzPL
zdL<|@<I^sm*Xf0SF-!VxMgvEM&#+Y_qWOLGSx1KID<h^|#~G6z)}pI;OI2d$r~uPW
zf)tb1ibV*mRRp^w_lJZd-j`JUR(h;I2MNSFv)M!=II!gkbO{wGawGfm^9pF|G5kpP
zb3=m*Kid94Zqrt_DB09n5EG!E;(i5UX7&g1_XPai;3sjlec-y$!_RxS?WHZM%$Zu1
zEpuvElhy#;{I6Yi1DmVK0WU=qkE?&TI2!&PbOL@?Ql`4mcuc#=O;5vtJr^MZir0-N
zYGOz7(PD=<+m5&Yey_U#|CO1$9#{(>geX9YNvO<1CMtaGX%#zabM=W%t3vsx_kE1+
zzzu`MClA*nMbrE0uqudMgvLAS3nJ9IPl3d9)x=lmGn*Q0&N&SS36;Y$Wk~$Tc?GKy
zlqY77gtH2LDamS0s<}<_%4E2ocbS^@${sw|3;dvYAR?QtiZQoP*m4o_<VDdom6@rJ
z2wK@z*W%AJct<ELPjJ3QPhHCe!9h1N)VcFYP~fkJl2bL2Wt-Jo!Rz)u+<1lFo?`Fx
z+9XxztOBCPqBh)P0jRyJ^MZEx^MAm7O`4)u!{Z0`XE|4}jb-H9)=@BvWU)L+UaJCT
zJSbu7r~-Suh3t@o#!;JI1kC+e;3l$x{1R;<cUt7^a<u7N)eKPyj7V%)Xpi3{&*(q=
zR(`UEyHyTH<-2+(a}G3_wD^|Q>4=2!!Wi7U80;Ll6xN7VD|rL<G5AyIs|oaBLXwU^
z;iI3<jkkTaskn7boKI2*_7_nO=sXls^N_sh!lBg9)O7EANzWfe1t>H`%{uQuYLRuF
zz#Y`iPwJmEMFF&X@Hb$oz8NELw1zj%o-J$ekh_V7C#=CfP>V|Sq(HP(^TrmT&Q#o;
z04eGy-S6DsT#0m_w)rxyc`+nCF+&<9NU`ZqJ3UE8m2>uTFa3-Ni+tg_Lz0lLvNo&a
zXJaSJbt)!QaofJqBM^_rmeuit`d&5=sjO2izlPNA0y1LaFHjHaa;Jh~rodDLPfmPj
zNnbl+bK#lne8#=4{(*5Tm=8Q#Kzni#(gq90R@`*i8Rdn=|IWMl0~|DTOuG}m9Q`)X
zqwfJnj~I{KcsauL-+g$dIt~^)AUsXO?2_>$xFUO*w-|b*_8K5;@Fe3~q&~wb11gVh
zQS*4nQ?`W6!aNdyK~9t@6;|?FZwInb%Kip-3SVaT!t6<qLg%!y<5sqyj$y1C;i&0q
z5aq;5nifOv0}W@w>wg}J4B&K7gUcIrrJTC3Hq61X?{1$9_iDow5A0o`JwX?(z&1wK
zMAJXq+RfZc)frWs`u*(L(Z@V*m36FOko&_F4-2YO6F{Gxf$rsPVQ!H}QcypM5uwr=
z25<UtBpotbTes|S#x;&=T+Bn2;InXDPAGY>HGhXQ0HzuVXN4H?x|Y!R%-V{(9caS@
z+QQX%SUf$5^a1?{{HJgb?pe$2tN?@u2j2C?4<E|E+w$>EK^!iniR{>i4JT;+ffi0y
z1jE%d9ks5kR2;>nuSK8Cg7lJcsFpV`(7H7Z9I%yxUDNO<p5O5NcC9Z04jb2YfeA}g
zSvS3ttqXX^kiv$gUdx5^?!y|*=rj{#8IY;q#&|6s1hU7%^ls0VhF6Ryr08A4!lHQ0
zERbqr0)uCZJAhdvD^rO5iE)||Urt`#Je&1>b&tyLI3=((?{tjqc9EyGG<*<16mOd;
z#0*h6j0kYAm>c8|s!!SMjAs-dm~$c5Uuc!Y*(R6na@odE*8*(P?taeuYOlQZUou}M
zyVP<VWywnVGpe0t6W6UyhEa<Dg&#c+3-cYDO7c8Z^7$L;(I&h-D*9u|^#1?pWB=FM
z2<DTPkmx2m<BW40d3$XXpdm=_tf^Uqz!*!wi_yoJtsIWzAAi>1(@x&m_&lCfo*c}2
zya1={V)yw6Qukf<dyctxE?G$QRvl+IyRCW?h6C2-H|hg&>k7}~Zmji-kjFLM3CubS
zi4~(?vDMDvgE()~#H8Fu_-s`41APTr@Eb7oWE_rmr<v)(ydPY*2&L(Peo3R8Se}`c
zmT<hoaxnR4m0`<gp;2MCgljnu=4g<?Md-8=1{*O1@)}PplhdODgqyDAxL77d*MlJh
z&<Ul_>tRsrL@F+eWGXu+bwmAR(n_}bXxZ+Zh%tscx7*Q7W${TiPY2pwnu>c)UXC>r
zbn`Z6&BFI>er@<tvIu2zDV$I5s70zG43L;25dJ-&X<D#Ty{9kxK|%2sQDmm;`L5C=
z7cAkTiT+*Sk9_8-cwZ}*K7s)DHF%+LB5i=PO8slAIVmWuhZs3Ko+xE<3QUmh-&wON
zlPIvM?ZnT3`ARo-zkb<gdzN&dUus*q2<h|{sea`?P}ISBmV|}irVP~xxKkNIz#^6m
zA?w*dtbZt`DXhctQ+8A?q)(7p+>)mmu{Z$t@WOfA%rlTCRFFBTTeYhf%nDz7v(4Yh
z4dt4Q^IZCYVNQK`ec-(HGcUmE#*(rk(k?1E6W*CziQaG=z@Bzc%5Dq;Ru1mrPm$*%
z6Tx-r>`F3-Jg*8uJdhGy_WE4BtTKUX$d9uvN#q~26kb{LK)udv77-!%f1r$Prkxz0
z9Pp&OJj3qG(BCmpM$ejh=i@WP(+ZXlB?#@;5ksY~W(kvjw4I!cpK$awp>Fds5)V%s
zBU}%v0<gtL@=xg*UV;^~2o6OCHWd7+*l{^Y_!DRHM(JllHP=H1Ckh5rahsa3?V~gq
zD54wWga~lX|JG^l&2wIvicQhIRwNO75#k2UgE_9$6;iSlqhRK|j3tWP=5>m_-oa&g
zvt=0khWNS5WaQoq@#`F$B3{xFgGeqia24$D-^NY~B&J=1D3$eWG{;D4Ej1z!)ZqcI
zo&W}O$nx}{*Jo&>3kix}BcfiM>$EXlgcQFd1X?Lx^T@&!j9N4^;WE2qngIG<plvLy
z>H&Ghz%Ss|_IT^B*1U9yV_7v*?ev0SCFu_pkF^NJgp!0uP@Js3LcAe>8YR$Y-ms2P
zJ825-q!E2FLoF&Ywv-w#Rgb;}ftZT(X)fE%Tqm20;CaJU)Kz1GwdN;l3tBUZVpd$=
zmD1Y;bLyxfpFlCN*S-R2G(SjFdeLK`o}llQDN*&zw(R;Xj~^%fSd7FGjHOTM8u90O
zGQtgotuQM_&mn#r-zkkzZL7jX;q{x0Cd^4caw(5_HUA=Q2Z3<ANqh+@1mH2f2u0>g
zwOz8t39{Jnq^$h1LSMUA);ELV+yFqQ_0}ozOS{Y(c>Gjc7w#^bD61~)<J?iY8HV}l
z9cuOO;121Sc@9it6bf|@0MDmXlFABDy<=eIh&4z!`FmMqH!lKUyKY6+h-mwpVp-L{
zlj<i@q;6aAb!z3jF5#m?U=ZAH2QkGeH`J|1LVb^{Q15Fw^tt<-cVoFnrmJ?$rW|LB
zd=S*)xWE!89`^1KKnHcf|9&)M%|HctZ7a#GySBxw&^7r7o!b0Ij`#r4-nCEH|9qJ#
ze0yNr9$%7%)rs)|CH1aG#P{p2oj6}UT)p6;$(sISU}(8EOM^MotBz?)#S<*mayRBS
z)O)AsJ128K>!mcs!5V+4(`9fX#_Jj7^DVY~-5!AlkEj%dl5I6v>O=C1K5n{EOmc=9
zCtdW^q(kO1M4BmEgi`b_ZKKbV{i*vtf`%$;@xcv;zLg6qo9ZMDHZxVlgKIc`X3wx-
z*XN6nfDEeDGKiJkFWA6%p!i*OxX@c7*1cASZ{5$hb?EtM@#mQ?QVjQeW6e^rS)~f>
zXE-n--@{kom5lG{MqcdwXq7~z5^8ss&Ay505vpi)n4nfQvkgx8YSn--+qoP%jzOqy
zKf&OX`;DHuA?;d|{`~X2taenb2LgU4O~Z)?i#&})vDY<zZ3yyYIX)Np%@Y?zGoA3`
z>4VDN0Uk=I$5ufo;XRT^SDd~-y9m7z(?%XI1oAY%6>$p+zWbCuzja1Dh$#AaOdM7N
zkl#m>#x_;|*pBITjnQOW+Bkl7Y1@Te0ox}A#9mrJk6jV*Zm5Ox09I^_)iI;?giWY(
zwf=CFWhpG7-BTZagtCU5BwR!Un8f)L)IKrxbt2HBgKzx;4I1Pef6MR{c{pAlbTU>Q
zuJND8hwk)TAU})m8Os%P?wq_zQJo*f#4-w~oU?ZeBeMb~^~Go9hMRVOtu+(+F5T?m
zOGv$!F*TkAF_0*dhZiz*ZuH!VL;62H&LnY$g1pph2c*0#bhp~BzxVXP_RDSVao)Uq
zV%PQGVzH2W1e7EMy@AWf2ZAO%pucwi7U?XaHQLS&7@T%<B6RKIT~&6?loV4;ywrpm
zd&5#;1+t70A$D%_NA8_7uF0J!_W9j}8xSc}5~IJ81p??_jqqeoEXuZt=VjMU;Wy`o
zSmp?@=4q3Nicg}^LEGYk!-52*-js3UawH77Y;Nn?LAofpfK>0Uc;O}V&OOz9{kM{W
z7~B9=Fe3yGA!Qy6Q+j!*HZx6tXna}DHf$-|e(f}75*Ri%^HbX^tTthUqZ$lzNhT-}
za)T6*(RRXSY_~UWO&<Lop4iyO=f7*7Om*~kRoOaDz9I(tcX=(>s7R$8fd|+NJ(Q?&
zKZExC690j0+eWuE_`$M+(qd8+wzPGaD##i40CI4gOc7()0#xLua%O)l!@qmiF}a^M
zDP3n1w6Vjl)9F?mkZnAn%cE`Z)PJhwCbU6TQi<e&B8^lbcapvcAFx}aGRoq&1>s#Y
zWcEBU6<|Dg(<`ri5&Dg{akLDVE7xZfuWwstkkM|*n|N6wn5dz24Psx6lp3W9IPyj{
z5#%+%u26)aUj5OhSRUm`e<WmQTnql@CUD94ZSZj0R)3eNQJ^}Qvr9I8;OYHXw!RJa
zq;(rR=gF^dvk^jM^XkDE)*+|2Me%j2BNS4IxR!xYL;!lPK<2_~J6kt-S%S(|{X2U4
z`Df7X-ycN2t55}MW_bd!_m`U7L4@nz!UIOcI2ortT7tp@tdk15oNy<AwieBGY$rxK
zlyK_fjP{s?2OngWl38(1`nI4KZ@(VfqxO-Xjv((tTiz2k<!@?Z8;CwCPFv|;|8vkR
zaaqSF4jvSeT=3Qw7G&FBmL=m=ikD+{42yw{K+U@@98SPzd$APtf}F9yH?BT8rD3>t
z91{K<{JCo;9b)VM-y?MYbqapj-yYodGs6*-`$JZr<BWYSUxPHIn#j4U@{G{^giV##
zXK8vP@^bG?G}7UWq)3orr1<#@sSx?BNnk7I#UayEvrClAlT`;n(-6;pS6JAg-rw*0
z{SSL^igvCd9&owmQ!&W|OqGh;t4SxrD81jKqSWs_U}R*&WG{<XMzi9zo-OH`$BDsF
zf?-ya<(fsPL?tf<J<#llB?GGotFT7Q0Bef<mh;P-(&nMKAVFEwTVoC?4nC$mPI-vw
zgQ^$EyB=0k(fumePa3jvGOZ+tpyIk}0I$Ig*c0}tf09+FymA{$`t>2N6VS0PUw-Ah
zxq>J=ya?6U<F$iumGGU@3T$iRoI!ovy7l=*)4SYNK97j<T50L7*hOggj;aN8n^qGx
z3a$~+bQ$4%bKXm5+$5D)$1e&02+$f;zL%D@BU5w{M~wp@JfH0|x|(8wd<MTqLO=@r
zEVC-?w?+BKC1*$o^1KU;XfVI-FP?ie)<YNsZn_@|$Atb6qS<k_Y1gy-vbRay{YZ*Q
z3aKzw7j*b<hT83;pvAHgv5bShJd#|wCv74EbLMe-;Z6|`(G){cOF|T3wfIC~Nry2%
z!uEpHH_$GUD;KKS7oZzJ!eQI%vVSt;NL-y$b{v{1<j*vG5dqJk!-cnvs9O1-p^?=Z
zQ3IDIg@@Cj5Xyw|sb_ahHL|4JJL$z4uhE-In)fubQoPC*RCMK3D7o{EfK!=7t>I`h
zC?{0b5p$00e`4z_Z?ay`iHE;7N7|2R*C9CHG7I&__5hqAF?4@k)8wslV>Eg$*LKGp
zWL|2+jIuYRRSKelv#X3wRwz5#zx(Eq@kH3_M3V>#xVW8ts(Xvj6btmv4k^yb5~_^!
z`c2pyI)>%M2=%T7)AlC{>YSGixl&W1sT6}Yn@X=Hf&4xCMPg2_nXsAT7NwV^UE}VS
z&BEUKg~j=c&||V20B+GrD?mMvVQ{no8>*=YKFX6k*gV_oT(Mx%er)U*#g~|3+Wcco
z{Dp&q^kk338Eg>>25hje3s^5Id+gI2hOjc2@PKK=N*hru%zh^jIvGcvD@J1R9d#6{
zg3RLCLBAuwCUxg+{G7)nqG@TMk>|ZyptznKG<4xSRlRZ=OnbnBvQYRC&_c>`(PkO;
zqz{R3+gkKS*6rf``kC(MI(=5Ap0cI;LdK_fY!dDO_cs8ZgwxZVP!6x{>KwUg_I997
zVfOZEjVc;e9Z--Lp*;kQ%u|gj*M*XN$=lHyMIq`X{}*lz1NW<JmaX6Q@_CloOT$sq
z_B!m#Y@>;)<s%YngdKroyf6gVNMnNKqzft=^|6+X?K`@z&)MSis5ebEZog+T?HgED
znIeLF1*H%R3=yx<q`+6j>qdDS)vhXsvuKV}USVlL>*RHJuHwUJ%O&d46;m_dg5rVo
zuLFGd53q;DH;kETv7rxUdad|+`Vb>RKF0{~T{ZkM0+yzC+m_7ZX?1``m(4EWseW;J
zK2F$xZKaw;GGfIpiVHhV#R5wO`E1(pdEQ7*nXLQuSb>`>)3SqXI!4x$4TtWpY+)XR
z@BWtTDmU-tbxW{MNjPphLp+#B7zRyUU^}rxVO{oK_0~3Qi+5mimG}ORuw7FZEVFzs
z#cjXdc;Jh*dR$2r4{N|R*ptlu+XxZp=Ht$z9x}gv?W)PEJ%?pS!}kv-+qmvm89(s6
z?88!)&&!36lb<1d6w)#6xn-*DSc47no_^<X*{U}4JYVPP>(PFJ?g3k!JNr~BvddJ=
zl$2Pfw0=rwfdy*jACe_VKD{*m_e?j4o3Z%k!ki1@Iul!XH2Gt4%OYe5M$H60*N1R-
z5nMLuz)}O!!Ttw}P|kdym(l0F=bp0X2UJrWEDJ{OLuwVeL57?`(=xsF|BRkKJG$@<
zIWUo!h{Xov4&Jr0v4N+)BK5*a3i?3)K=SMyK_N_e1vvhXs`GTySuy;1hBO(&!3NTy
z;4i>yjl{p~>%FM{)zDhG@z?~_Zh-4az*ubmnHDBbEc)92fMqoU+Tmr^qd5%Zgv<uH
z=Cu(Qf;=0e51n;P#sb5}r4=BZ6~>L)4U5ng{tn=hRG(lBR4inD;uwxR>O5$gcQfdb
z&-|nZrVW%XMgjhI2yaO*T5+OfuBLG(X-kIK$0;?&%Y+J}q7~vPq(f&BGKDUpJV{KE
zq(mir^GV4i%oLcaafWoFa5^Xoq|1nT9>I`N==APwJ9AH&qj{`(ex~RLJj@#ugI%6F
zw#*Ve@M^5^#JSPaUYaMs%y_Ok7qn7oJ>kLwC9@MuARr>*6gX`)ngX4PFer+12(xB1
zfl0we?MAMaCYj_ukc?YBmc!sw1e+!FZ}M;P5b%L{5lJoMZDaCeHqb)2L|X2B0Y7l2
z`ISFir{T4y^>-O#g5TOaxby|zw?mY>)-^y4{tGFXT{8C*uR^>EHE?d8ySJanmz5>#
z>(&UAYh4swKtUWQN#E*$T2yR9pI0_&C!+BRo~$}5?L5t!Yu0kzXDZ({YtJlC=e#CM
zacJ5^ss&7`+XEP^SrbaKI3r7_xDZldQ&Y{0IEPQRz5~1rpGNSYc6ZD8E*m&5HbV$d
zw`kfY6&H_v%RDC+S5BUs41TC+$Nv<m2q}Nce;j4^f;{VlAw1w9rQ%-07fW!<7}o)Q
z#;XBszw`14-yzKC`yV9JJF|wT@j+a~cF;)?6hcse;3o7HPMQxypH@UR&PvxZUU&nz
z8Sj3jI5ujva@oT@V9Ca=&RYR`xbLb)3dVejnKwJi%+b@5vP_nH-?&$P!#d4S@~P>|
zGkN!{C!BjWTlqN5kn%8Vpu5!B?Ih{|!Ek&p&6~Wnoph+*xr;B|8<Mzd2sm8LU<<;A
z715eZ_NKGfHWq(MTF@E#JL=lP<9x}xfg}fN-+W6gqEygRzd=HIOQixYcs(P&%59I_
zXjq}|Qig>roskCEX3VPr5QVMBtOMtDfz-N0h&optvw&2XyH{)!%Xj34?C>HwnNU{;
z?UssJOSkg`{!XOAaP}-%8ap65Dg~YEYAS6W#}Ym;c1{>~<UMPh3ZRRqX_V4M==WHu
z*t(kw^H5_9jteDwztMz}%|^?%H%$Z(TYU3Ey0YAQPKgJD?kQdMu4;I2!b~wB1n?2e
zfT8DtUKuc=_bDSReQke{mHuJzw+k!%e2wRV$G>@OCnKX?B4)`6$&dqIem+Wd6fEql
z_<>+8*>J4PQ1<$5A4~5<m+wV=r?Oskbd2o6^SU@zoX^)0?KJlCj-FHKxAguLYX_EI
zrC=l7xcOp>xd}rgbk4nPTr_P2QY73%y(Sbs0I>1NG2}{j&uB1B9sXd8n;mcZ)0Q~P
zcnxPR7I06;|IE|<uSO>;L}ejD|D~#YDIsk3{AYUX;{9H;KQI2xzsIwkzcjSP$k61b
zyN8%yX04Io+L8OPK^e@hWv{#MqV=AOi*#-!sK^zS2_gblG-fwiN)QHtdxd)&wLj8w
zgb%R2qwvOEf@{1DsOwqzozrWn|DrYc`wX_GEJC-igDXZxc>H<t7l@r)qq@di`^G;<
ze)@wLk6xXo&Ss{y96K88Bc2h&T5J4)9#)eyf3vq&$Z7q;dvh1GE1SnKo&3a>A4|9`
z6Bdfo^O!$i2#M1{V3NO4d&1&2Ut2arzq4SMQIX<NF3lLl<HLNfvrGq4O#H)@Exi+g
z^FRP0V9Jlv(5ItS4W=gLw{E}oD%{guY}?!E#wy;@i}i!)djc06nIVS#CadB`vdsRp
zw5e(v!~#UM>O?X%1s2b2*Q&?Xp<L>6MuE6;-Gys!M!i;-2WjHJ)K1f>@ya!$!^A{o
zbEvVLS4G{74*!zd7T`LlGKvSX+1OE?OkEiIV@bK_+DQ>{;rxt?nFhPe0f=&Jc|=q;
za3&u2hip+$tb{fz^*%aB^T>7EwOaREJPd5P;99pl`gz0KCTuV^<1-*tUV!k95SC!3
zX!sd4oESk*Rk`q@j6?>GdLJ3X4)g15AmCkkikFNP<DxA{RC0vkR`8sr)naMXm(tQ!
zGVR}SfB|cXfjv>9;m%p$GB~?PJNkP@eEAmr8Y|YS=_$&z`VNvp_=w?Bj8kzXWD_s9
z?=@WVzuXw7Ke$?$H+wk9*JNG9lD#s1=1rHkTw=x{_?j*OuuFwV4yDS-s-mBI-<*W>
z+a{;@Roz;9_UzcX$LWKvPW~~;q<ONcOc=Xe%Uy9>lUTML4Z?OZO3ugwxaktRZ5j*Y
zO-7qX+z^~^<1^i-iUC6ME14h%$~@j@>!TGPl7^$V<~jQkoCBTGVohSkFT>-{r$L{W
zR}Hk05Ix<0OVHO~a7Oke{rR6SP~`Z$sNz)Q#|V%$VC+jEP$GU)2s`vZh-W}u`aAiu
z=x5@Q!tX3QWW+izSp3z43)cX*2gK?-rZ(^tq6o_@?X;?QgX2vN*DHR>579Uc#`qq^
z!I$8~Y1?A9)Ln`Qz{i<|eZtO{1G_kK;-L~b`A^?;#`XGNou3K9W<Dk{wz3wXcei!L
z*jb>&Od<B)XT00FCZ)}j%!98E`AJH;QY;2lKhN~iN`Oe%#JGjL6vgmBi5A!!;?rg0
z6@*pnu5<>)<xNqmMZnp)mvvaf(p#rw7ksD_^Y|^w4^e<PWV<BeLrEOPzvb5>W!dF;
zf}E7_yWqa%<dGGmJ(A3p;li$IH@<YxY?eXrkSYaoY3dq!A2_gd!LRC++g3DMVvci>
zAz|v{3`L>M&k3@iX4d_spheSTEv4EKJjC;4DkzwL<;oP%{n-XUjpHOKRx|Z-F#mi)
ze)z$wpeTI(X_tiK6Hb_aj04CiWO#Z+Yl!*~&dcB+?mRp$0t^oaL~jGXxrb1I#^6jo
zchw9tM|iN%q?T7xYDIZ#bxgaSmPemFEhi2fjqEF$J3C?7d+1ma>!`QR#-SkmQh?2?
zm_X%i$6U)QS)9`CTBDp!=l6b{OkMeKwfSL3`kc<X=`ohJOULtg)xMt{nVft#p+5M^
zbOS7{f|wn$?<=ary6ip7pHYdoY=$C-!zQoOuV)XpX7L|bkm=~0qqU|^IWZ4|ag*64
z3qb=ZZt&gX40noL5LGB*XjSM3{5kxX>(Ra6<wuXiCOs6muo<8-lfBz5v)6d*3oC_q
zrdzx3D-z*_*Riw2yCMUF!Z&Xzs?!U<#M_S!&yR54!kjA*+jJaTS?160VA^J!cah9n
z5W`G=*(JX-uR`9cxuK-8|Hg_{dWxg6Q*YScF;3RhD^^<i{_9lfJKZ|Ps84l`!@Hz*
zof(rowIf3Q)|y}lizcxKq+NlPyfw^yeZcL}?NGZ&vNmovyS?Ay8^HeK?4qn|d7m4g
zphER7YFGRT?ha%PLsj)S*teNp&@7N_;X3<9sdev!1L^<AdC;vVb<Yi@69G0C>}&#U
zY%eoTCdKl1Smk#RnD;)xklIhqyYuQQnlP}M8sQdrpHEn(R-OWF@dQQ51z^P~o`Zo6
zTTTp3?!-u==F46!Jmx5}zF*00ZXT|W5NT8AR;ok5BMcN?XbJownpPFxIqDXuh~_O&
z>kOm5PE3O>P{sTKoX6p6+-=OfF+j(*s@v#O@(q&3VD~wb_-9jKpKEGaF&qKf45}O`
z9EW7qk*_EAdq++DHXT3-4C@Y=o%uEzD3rHgV!?+|QO?~^kW;t_MV;=H?kX(J*F+}f
zNXSTv5>Q%MsXK*tP!NBlHLZ)0Y@`-U+0c(bQqmq-S~d4TOIjOqhi5{Pt02~o6i*>^
z5wPS&?Hs0!CgpO`gEPhQK|Q+?Y^XwI<z<`%F9ZYILGv}G@gDtzrRYE({UP7FALdQS
z+*mIu9lvS1FU(tjg@l1&Il;B+;9pRk8Mh&)^id<NW#b(7%(dg)MBX<Exy0CE#}VE(
z6R(*Pfe=)28Mydh+flc@ZI&#n5N{s(lf;GWt+CpI)f;@c7b6FDA-n*78AvjF@;4*!
z+SzP~akQfbzo(Ju)Q7AaePhRq<U0+WGkvB9tMlUBK@oZh&MqtGv0$hMO;hb-fYx;}
z{!iIII@$;2R|{_@oVHd5znVVem8-dVP+JZNv*PQR+Z=8K^CvW<4@Mn^(Pa7eMwi6D
zI5m6Dp82iydDvKoN4zCC$JP}%kH8wsc_ko8)4UpK&l**~#hqPbJOi*heR|{^E8$#~
zxSOd=!6?&PIp|hOj5TKcwVhZo6<h2?OvtgM&iOA<5+@#{p_!nwf2cJNwD|K_*Vl7}
z)%pb-Lypl@gRH`EhM7zRj1YWr?0LGcM5wLa$$wj%&u{VfFVHlAHFH~muka9tkYYs{
z|Bf0072>N5NyQ~d!H^qrJJ1GqN4*bB-4Fj-*t&m52cPHE{JIaTx~<#X)))PshNu!#
zfgqX3^$RB51G7DC?%>zR?S@{yVB~D+Yd3Do%YO4b5gZ<8-l0t6M+Z2=yekl^Tt!g-
z*cw0!yXB`o%m^_5v2D(1pM!ww?P#8nljA^fQWhVw5|SOnHeZiM0REIOt+vB~A->rX
z+RAecxCpiN>QTjwYFUu=8fmFW=Mk|E$k3Qj_$XORZ3;r+uD?{vbAb@f|25Mq*kSj<
zeizrtxHAAtc*>@l(yx}ql#hxdK)|tQihMv(EXxixMQ^7w4>SU!oumKRB13ec23Z=F
z3U-zEvBYI`-~5f|!uf$x5DX}xLY!MuExyk+dl&D5dS{hZ&6G}l%I)96zvu20A55BQ
zP}7GF0}%^4$}JoYlCvocmORe8N3wl!#+$ucR`y4{XZN2OwaNtAba$JPp2pN@9V;30
zpKcBXhuh6HPp~ZvE#N07^kqjCSKZmu<wgzhefBB7dZE>CTTpvR%OEmGpN7@5M}SH7
zUIaIioPcY6m#r-`T$^!QdZOc)v$NxGdCnm_e!-fOnQPU_y-m7+FRx!BPne9AYxh$@
z_41CUI?C=we`!#+7yEUMoNz_zJ@TV_74T<ZQ-NNz-$9fJS0OsyN%R=9b!QJlO6>{&
zlk@zIel>UyIH0ZCkl+e4k_Qm;?OHViiQt~)%U*IvrM}UpKl@kjs6X9AqD#i%&tnRw
zy=LejHD2g4G6DuKw802!{!2oa)D^v(?bRLgcEDV}e2RXNb^27yO0$?RCY|w4hF)*g
zLV*dPqzi}{QRrU2lj?`@TfqS}_n12Uy;{|7o9^3lg3?69WFJ^S3i$^peJy~>UjJ$4
zVNqmL=4Q=ZHYtlAnDHyHqd2YwHc3vIo=Ong-d1o>fFUy7OIE2lSWh~{c2Rq29$_Zx
z9sG{{7l;(ToKP`-AT65Y{M@z9M2i{H!ai;Ui~Su2!djP1lioCF`EaeB$cm2h$Cd>{
z+qGKCHlqraB;lbY&(QM)VA(e3em4J7$gA5fHJ}J?&xFRowG6oGkAK$U#7G!$Rs6Hp
zGxxtqs3hp7%M@vJy7#hzJJ^<DK~Y@WxAR8L2h^pYlC)qDI7qNfekwgpTxGIAN)mzp
znh$YdEvnZvtWvs)u_g9+>sRMT05={HcZt2)@LfY7pC2ca*7iIH8^rn_OucDTQ)e4B
zjAEr$F$z{&ltcxItrgnJpb!#$v?5ZBQ$<loEh@8lEMNj8ISK+&3lV6gnnF}2Q4x_z
z84{U9iWngvlO#Zp5T+yy$$=!N-^KH;^}gRP|F~Eu=iK)->}&6R$pIH$v#6=X-r{1C
zW%eEXomA=y^DWto@0wQJM8pRyH_l;HAwUPvz943Lb9TWPhY(x0?%n7KZK3mC21k?9
z0v-LY?&jD@>%ax-u(4-xn_$fk4+G|h<}c<v2ufV?zBB4;cNeJEmRYeEDm59*x`(i@
zu@6s$;@Q(96Zca83BC1xHD=guuFSi=#pom))2u<t%yrv|5D;@wWNr3SB%v<gk3}Dt
zuuspdBjT?KmY;^_YWpeD`ecEFpfI2?=gCtYHc3J2PR7=gZQeWZ2xaU{g*H1~IqXT)
zg)h?Njc2Un<uhq#+ES@cgHq4DRk})*+n;DQvr-x%<j*2ojM%F(iTtC&=S3>tctsZa
zB|h{7#b(#6skbIz^``%6UU>f+C2ci+15JY`-ZNUmuFCwB+#NYk;7&MN*%m4clj}z?
z|BNCrq;UA9=+b$kcPLqtX{JKz5Zp-AZ)czu^w9YHC)CmOAQYqoe-UYlJp<IDA*=B@
za|n^#!L>OmbEq}1J9v6EE(7lC*}}b~p7dDzjBT$==fp!gpH2u*5H}V?N<>i4rPxhO
zs6*}h{0_b&S@vf*O0>=0L`_J#=x3fI<Ue@vFTrdCe`&C=M=MK6w6z!7oqF1qB`%SU
zm&AxYW86|K9bKxDlXWmx4lCRDVyb`6Y^PJD$V$)KYCI~6L7s81V_Qd@DajiR+G~>;
z6vp~S!tH15G;2P2W{xbo5B3xU;PR}`tx#awRl|=S1#{LXQ3lUv?Y_x=X2JkTlAM}$
zp+zwb44blWws}p@iGoXasrT*&YP>@qo<7Npf6LtT{3=09b`wQRMgD6vU9;Nk3fUi(
zA_Fba#{pwJ$2aaHN$k~s>X#wbNN_iOS{eC7j%<?tLhpk5#b300gZ4V5|JFJUwyCtW
zYM1)`D<6$cf5WgE69)klBp+ud65tHf2T)X=BEqP*6V&>kuU^TMEhomDYt1T-RtmU9
z<o7%>L#K0O|6`=f>h~Jg66&ZiQH1!7)bf$29`e11(!TDwFgLlk@b9TTPH(Sg?hAZ|
z6HY4+8qIP0apRT!$dV6CUtFTVq)ZK(8@jo6ol5jcX}oq0zihQ8<beK#Bof1B_Cdg}
z_FaPiLhYXrj;yRh?gwe3$2WR>I<Y;~G_gqDg)y2g^Vt|<ZULA4=pVzuV{e3uwv=-<
zaTyM@BtG49@6nhBIbXN7V_3TKHQ^T*eM+Tr4nv;LEYjq1fnoI)+od*rl|ZNu#!c*-
z?vFP;_~kfl(s}Ptq|{pa3W)Tgem2w;$SYBA8M2JoCVOdN6323t;f&Eh?Wp(ovLW9l
zvS{}Gj;so+yh#j^r9i(_IB56ME`hSP@S@&Nl{)&b(LNA=^;k62D>uxu>y<0Dy3c?i
zLzF@#A-%g&rZGm31mcn~Th`&y7z2qgKs9a3>F&$6bM2_t(%5?LynF*lCc_sA)v+%*
z8`S)XLiOG{imLc5NW~lugk*UhltDdqpcH%Kc}pmmBS*^S#L79irWY07e}Jt?j^IzV
z1<q8$%&PO+p_p%s&sKd<?fqFHSkk^xP|6-j28V4U$a%k9A@4@3Wu7MP?K5LZw0g-`
z#ciZrh13Tpz1K66gOM#H!_70)<yCY|!A;_AAxzbu11MFe-d1nH_?_fa$ZV$G!rb1=
z(+&$P5)+3!^0OJ21orzlhZxtWLKub{;q3npKg4)G2A$BkVx3XSSbAtUKs+8YVuIvL
z>A~mkC$hv28B6_jX<Z^*Q#DyWFUq_^CK@uTzEXE;ywI!psP2_xnRAHN`M<?gD(Q{F
zbLE&ME}J_v4YxCIQsYd&yRuXBq#ZE$>gZaAvQWR{JsGd}|DDvvboAV==hZ?v-?Kg&
z@4X)`P#>iqu;7pKM2=AfIo&DV0r%DH=}YXhS;0?IM5L8GaWh<FqU_lflJO}ORyfeN
zXQnUg$LB@utIpMg$KiAzxRtxVIKF6>HZD`s2l8q?gHOC?(FbVe(x9-@6(@r-zwD5e
zMlXJ?R<0sN<9|Hx(Wj|<>hm9=2b{T;uJcDZx?>%oRX-H!_dG8Teta^B;pO;U)hc8W
z|NP@#xy<kj8=F}qCiLtW*r08t5pH<@S;DoESM*>^>LtUCq7mb-sW*hnBRntcYbEcf
zx3m4bf|{@J^*${Fx~yU`B3)yo{GI*)wOM|HHvTBo>6Q6-yPcIdyxXY}a#4Q9kYogE
zmzwEH&_7HEM-^&*XS}nvd%`a2vzx%XlSFBgF#o)}Qru7$^+saG#mr3ix6Ix+RsNxo
zGC7&e03sL<!|Lziw!tuU0s_zs`)d>4@oL`d_)kGvmG#c#NuY2MdDDl{d3;8GfFieB
z(lX?UP?Tn^PUF*k=HQfe7|qaq8zeANok)M!Lp7BrZhR3gOg2enq)=ifZC=xqdOm6}
zicT2c7UqXbs5+T4cB{uL(S9Pzq$+jdU!&o*if3cZRG__>L-5nh7zGJ-s2#b3gzJQ^
zo*hz9-(7yI%obsZ8jlA)6KAK1bC!K1Axv-nSCyNq%Ns0rk?ouO1}yi>8wAGf;k`7|
zma~BXdkRc>mR2dPmQq9w6&y(1TghLbz@EZIg!&C2$ur9h=C$eN3dh7j&x3U$tf?Yg
zl6fY8*9U(-h3u&S41AsLwBEJ!sk$&hPrYm1bBp`%RL-ARso#oU_mZ=MvC7w1$>Bh`
zoQAUYrqX<P3Zs5!Za7EBo?ZE>;y{v4#7Fcc(%tw0P%--C)hGELu${GZ?0MVKMzD>(
zZKXS-6#nAAc|lCALe}3uY%)o_qW=ym%EmY)rF>&T9WwIYy@s^2EB@;}s$BlB(bD=k
zCrI9zrr2p{Q+Jy&69)6*%{uGxJJn9VJ+^<;Orv-RE1$;i+MX4QIv%*5`71|>_5pMv
zr!*AyMk$ZB+LCZtqfXeS<Ysn3Sq{Vg*S(A&rPdmA)lneRw^RIZrh3QXr=8@lgXf=Q
zV_U1sbV1BIB=gR>Pjxn8D>sSKMcFMJlIjT)R~Y!O0gb;F==-^+D`jB$Q}xQH$%#mI
z52a~?LSVwEfEVMd*7FFW|55PqXtVB|J`l|-7@dz#8+;`C482IVb)hUnIoQ7VCEY_I
zfd9d-`kz<W1y21uGLg;l%u&qCe_NTR!Wuo@Jg6I5EI(lXp}fA8qMW`b9S)H|O_08u
z5KuQ*xOOBRzqP27WR>rGCUBi&S;bEuRE>+-x9A!AnNqjz#Z>%^o2RlG2s(v*0ZtH4
zhj_2@2X62lEz9(e*-AM4?qcRT=Fuh86l?CAv}Sk^II*1l%yQst713)<Jr1{G-;WBu
zR?F*6nB?w{qtB>LAKW74-NmS5h#QF0CZIX=``73SZ9|pmSsAx`?3Hstiyr&cH?VT3
z(jC8M4oXWV4G8Ekjs<l5I%}KZR+V4YXgYo;T0W4p4O@-ii25j+#OGh5JV~zhfHhD8
zNWgz1A2iaXPQ!p93;kzGcSt2u`0nhm?|pRqU!(oWOSt~?6H~+{@I>Qj1uaklHSH!)
zSUUxV`{YkXBpU@N-Qh{z0Mu9S4rzMM*RLnk9b;jh;{@r{#-x9Z;PU_2cE#0Y0IBoz
z>i5mQ=-}h`lCv?bfv<2Mq^{ZWLCK(`Rkw{H`f{ceX~G(T!fzD$Q$kW|s1tatU6uKK
zZF$W1z4_tyb~Alm%{r2z$ebEu50u62R+34~e_^77i{X5Sx>ude(H~M<X6VZ$oB6b4
z5098scT4>$;7Ns+x-G*hOrqUV2t!k1&b$#SI@oEarvw)UQqGk{`y9m;pQ(vlJH4L!
zT%mX0eEx+tqQU4=$^Y?^;|N$(!~Hyzs9riu@7_Q5ievN+Fm7&(N&OCYMlk$&gta!!
zWt<A>=Q+AdcUI3p3;Vksv%>n7reo{Y6-VBzVSMIhs1D+fmF<SFuC7051l6_d)uVxR
z0BnIb8_O5n5!Sz);_?~__=r=s6L(|Z&Pm4~aF^E@W@7zvjNH`gG=A)8ue1j5i$$R;
z6C#}8z<-*-?|od-3?Gx@vd=KHHF0{pYi3d9Ak662dReStaPVydXt64GcUgBnP2r>>
z=Uqs|DGU8PCslg>R4sxo{l^F$8|-{ZN$6SQMnnD8vHLshJxbgsz5z99rOThTar)cF
zxtlKiL2#*J&gn;u=I%GwRJ2UgYt)vzz9jhFF7-ID3VA8nz16s|Rj~TQ=w9c9WY)H<
z*UF-e6_uHD!0Rx&mwCl87roSP`StQk(X!?izhgLEZ|L#^%n4u0{QL{%(B9e7yUW52
zR-Vs<u{xaF0o&!u_|Z{XSqp)~BUNp}D0Xb4%g(PJJseR7XA&wUQ`8+*JtYca&qZiZ
zvXd92@UCff1QTUR;b(!^PWbWMaf$UlUFhGdh_^LNOG+<B;R8?wv)A9!ogaa0AlOmh
z*{B>Y<7+RbdK>DehNwd9$w8x8QTI_xTwNz^4cP{*c-6abTLQSjhCEl%EtPK{>*h-s
zS5+xCBnpA9*+%+Kowv|@jwKnNs)$}59*-*#4bp6P6-p-#j3hc!K2Rqq`eNwIX56^;
z2>K&=H7aYwn^YEeRyp2USMD7$6`4|JV^BEGX^0umC_6x1Mb&LUABx@3zMPteUDB3;
z>iusOc2;eyCj63p47V=s^nGV&sFtahL(fkN13^%nHa_HHIQx=)!6thT>MVcs0{<<9
zZYi~Ij$Un!g4790|2pK#yu1biyBX^^+5j5DJT$N$Yiz$;#y#q8M?>{VBRX?KHSk#6
zW&B=?&XXMzvv!M_t10E*6v9mEo7qA$3F{_BG@WywT#r!%%H5W3HS{EG11jFmujBt_
zv4Ntx!_JK^!2fIXLs^=^Hu7HhZBogcc8+e9D}u>a9M%!IlqWMK?5<41h!(zgZc(=g
zc$zORP8=I5&D^KMI3gh+>B9zsC;w<iiNSG6Wa;wm)b+vCK1?m0B#L$u3JAp}<A#3a
ziol9&Y-gw0^kJ++T*#^Uq*R(F&l71*K}T&2yg=T9_*56B=coyB7fXbnjaWD)-VaW%
zRDzH?gjD%J1N<SGGQmF`9O>?^qynB@7$dM9$=s^u-eCDXMAHWIx`oAUrk8sn$4eT4
zelq@*?)F{i>01G^HG$3$=s+54^oWe76Pb@-hj?@i<yqa?>|Pc>$UT)IwR~cjHr%47
zO<Gmv7@gJs-1-e?85&l{S&0S*BDk1Y!dlUz4?XOd0|dYO>|6i1@+`&jR3wd+2rNyf
z0d5!nC1L$6jLo^A)TL(i_W4pZujNmZUB8F!G->rPBLhCJRExO*JL%qC{VGGc(BE$D
zSf;I7k}w!;IJW0SMf*%7=?E@m1>t;xXkV;<lfACZ6YdDSM39nIf?V+4AmO+9gzFfd
zwE~VJC3=O{YkqAUmhm9qD<@F|$$b34rVPz~;PF|Ce>rUO4k;ltL>q82yYU9UfdYRY
z!1&@FOuY_OwA&Y)&n}s^*L8MlwmrauI5R~gjAHRXPsmn3X1<cwmi1&bUbkX~xBRD@
zSk*ouZH}+8hKR6T3nU1edIZ#ye9<+5v5MG8>+x?~#gzSYhp<c{$bWcx&pnF%n)q$F
z$4MfR0uv6wKSqX|=n<8;j<5tHAZO9Vo__n174mjFnUG3phPTo_Hx(jDoI1d7+#CXT
zt`3Z>;@F5vTE`&@R7)Ren!BGoc|2=3u~id<oWJ_7k@y^AuB}4@NH+9?aoAho7o<h%
zPRy(Y`AKETPbe{%h@k#Wo))<iD-5+E$^PJur%RlohwEk*jpM(jS_C-a*O#_ud+?Ww
za$hEDJP$%0Tb8EGHg6oVs-yg+!`$|D@i|v^8oc&kjn&ioz)!I1NW-J^4+6bQ?tEC+
zxucsifq%b?93E%xr=-djREboz)k$t$=lt-Cd+5Vjx$cL45B|7xvnR!S9}n~Kr&^s;
zRIhGzQeq26rz=>TZKl#%z6E-DRP<WdDhXzv-p}B^sqpB{zuow$U+NB0z$LBkXGUt_
z8fG==RBk}y@n>bU)qyv2Qb$kRd>qOSO1!p?AWfyDfX?vgS#0pINyh&f-7nI?z5nD#
zciO8=oFIP0N0I*Uf*Z2{m!kW_^X37*OCG!flkrkjV~sBn{VH$F;*BQiN&Y88N>hwC
z?0p735A+f%$Z|L>6oqHi!jqk33zp-1(w;nKGPeHO3%9bTogr531s5IGAwuIfT<rqz
zhG3@_&}@1Qr343M@Sux}Wmx}skJokLiwx-rGz_ufMOaVj`i5dcRY(S?w%rm0t2||)
zwsyb!!Z_n>r2l~8$&-j`Z}w7Cr^7K{m{C9YaDdGjgS`0o_K!u=gjcxuJMu(5<z8Rc
zNauV=rbStISfGIi%<on$i1@>)d`^>jv|u4M3karY@<-VeX;;3d+#s@j>%P@kN?y$R
zvV(Q@NiZlaMxy?3_9@_rLJ4UfTNvTosmS$^i!#6;NpIR7!Tlm2%ImtUtku@;D9+h+
zOMiy8QlEM5qM{hln~oTV)$o^vun2>cRW$0Bp;iS$1t8zK$^-q;2}s7qREYFcJ2{*0
zvXHVUJ@_7lKA4{G(^a>EQP!(RCGO;RIt<yd&}?w7xElAziF#*3{pz)CzCjgv2_+r{
zl=0QsW|22Nr@ZTkZ@I;979=P|yEjNDb_{UGsTQaDw&Y}F^2xj<U*&eu8l6u%|Az+<
z*n&g^r)ns>iaZRAV*FOR-mq<N1tO(&?X~Rf1?Az8OP<00F7BPFhh_(QB<yqfjjA2c
zbxyyWyy<$)yk!aQlF(nu_kXP<>IjX`u8{w37pxdzkd4#{SM}fJoI#_ek3%7NEo!G8
z-IRjIS&a+4ZA5c{a8Al}+G?Xn%6Nv3NbTpZAI-E<Ckuu37H6DJ(7I0CY}7rcBnQgf
z<_OK)DERN3E9Bo*lA>I_z4~HNPC(QfvUQt&uYW|rnUTXmhpAydt16J@PyIbrA*pU%
z{~Eb8EflwNbj=f$rS^9+-j~VW-$6G6FMx`6<;-8-$aSAfUni&S+3a%PDtpSAj>+Dc
z$oaK)#(UH*gHBiVi)<cgTo71kYIjN4tfK&WqQ7{B;^iRhDzAxx8JeBiMt7#Tb;huC
z{psGn?6=W({P;ZPpC#^jNgCo?c=H4iST)E%gjD(RJ)d5VCIzLZopBG%+f%sbvifyq
zbk?{I3P=t;m6Flwh*%mirQ_PO10r+1N85~ab<Jmi|2_2<W8G||+*%0Y(-k0Kru26U
zVSYQS-_}ZUV}A~c_m3@a`R5(p^RvcIIQeq!6$UmfiIz?v5IQn-B;Ys#>Nu^$KKr2`
zSyPY@r}rwTW9>7iSGf-)cfOJEKX@v1LS>c^^c{bYKiB&JR!mU`PxK7GD9F1uS<*!*
zJ*T?kzJ84MLc+Dtx^?SX7Mz6*->RG%g^*gl(61Xb^&d!&nW5qW=W}F=`4gps(0QKR
zexwzzL1a>s^kPFfA5?|Y$WoR)+90DZVTxb!KX<s!+N(CM^Zv6iafW@_1Z%r9_^B^j
zp($tcNoLd{vM09~foIx*j;Y;VQC3#jMdq_y-`R${+ZI}yH>?UeA`OzB58qc2okvaW
zkZJ??n?rOEa>;gp3{w+npN~6uUT}vBrpoEAgsN$pEr`a*wi!;@-(?B3d;{&nK_kOA
zhIE$6AU&4<NvS7-nVC9y7Pr&IUL6-nw_&=&Pa(A^bVFTfx%Jdk_5!Fs^siAd;l?oy
z9~BaB2ps$NB3bC-IwYawv<KY^vvE3BnFZb)(jh4F!-l9(`*ah^{9jTnSaf0Q5TwrE
z&lW#dW!_1Q?4N6MpD5G{Gt(ji;E;|d@9SDX0usR{Vc9*b$vN*gvJ0wgoc49Q+ZDOY
z@BUm=aL=9{`spo?dnI%UY2|gDx%{Bf5Qf7#dJ4IE+C%Rk+G2a@xJ&Qyyy+Pp?}bfr
zQ(qsUIh?H=cGIuqy9l9pxy$-NO}eT7x=oK8;IHxxD$2d1v*)2dCu@|4!lf%)ba;ii
z78I1i1v<em&~{%OO?RffQmzwa2bOuq7vf_hp4C#(xil^2mrWQCfnTXw0x<#py)MDE
zk|?s4s9!VJtB<GN5Ar^vxpNC0FWay9HTh;XcXK44#9a`>Oxe|+ZX!_!CXO|Df6_O9
zO2JSr%^^<qvjg?lZF6}_=x~o{Eit%eKsMWn1lg?(tT>e8bfszsdwK5@ZPjnJ#PYKL
zD2F#k62jir@xSHH1t=j>&K2)b*WaPVMR1plS^Q{G9`CSBRy}2%GH~ma!rVV&N$e!K
zv3oizuN3$ONV>gI&;Qx!KsoQgy)G<{VV1oW%hp}H$Z5O}w=q!FksG@~d0DA7^O#UM
z6V(7m=iSxQQDaA*|I(yE+;5p??Y6m7g#U=oa!<s6x?1XgQ#q{+@18<FF}j?&9!<H2
ziuQEaQ&#IwtIj#jS5SlI?dto!R=QUtIq4I(w1GmA!j;d7Cl4>`r*sQx;$N^1l$yib
zQGcglob1*+K?+?0r{!s?jVMj~$D;hZ`VDANjyF2}O0ZE-_AcB&KZuEhtt{8!$nUKu
zuc!6B)sgo_lHK+p5NxuAhWi3M>gADE!}(eqvEA#qn6D!b*SR0qZnkXV7<Tf|2(KRz
z7W>1A*fN0YnSLo*^PY7ikkKCz|2EL3EJ5dgtg_ud$%eXvr6>{)rBdd8zOH(=l&E*w
zk~3V`pXB1HB0=@@tSsistW>!?c}#B5%<N;pDR`x<ro>!vZt>9MsM3F*6-`*W4NUTo
z98n0Ljy1)*RQ7$|s&RcUN}0?<zFSS{2P%{^?lXWUL|oFY2j1>%&`MDDy~xy_e3}|K
zL5Ri%^vzy|8A{~=vRuDt#5f&(+3FynnSQm+qXEOBaa+>op{~mGrHLPN^GpmoQpi+(
z^Fq3N3FQ<g7^T<G7sk(exca*#6Lt(yH#1qUFFGO|itH|~&>l(lHA4%72So|O)xyC)
zpR4!2yg7Dc4(YzLElY{)z)n{Hb6O`5Ehqt;)Sdk&id4V-YedZ)JJt3i-1X=ba}(AQ
z>C}Z-Ku!`aNvU8hD6Pr>ae2C(WYV8V+7dB9)L9n9oU)Dz?rIF>=(LqpIGl8jA^<|f
zTOAl^Ef;Y)R%PfOI;?i6a4bRwmv`Uwbedpb?3OyX2Deh`7A7~1n&a?h7Z`*eX^B98
zt-d&R=DmY%BGlHQe7cbMe7fJGM3*Rk#RpHZ!zL6*-V^4*(YMN@@a4@0!=<4lO`A7~
zKgosx%wEkAv@l{2`OTYf75kdm>04FaLAi9cfST`a`TjNxnMoTnS~a_&vM|xM!k~)U
zQ>obmptBcUP3!+-ng1ZQyr<7MFqN3HV!AT7`2k^aFFaZXOxEb&%;l~+U5BjI@9lSS
z^^iIK8IrlPqAIp2wHCwK48H$T%mS1dTC{z0luO3rQAT`CtxEEzKPc!E>d&bnsx$B9
zpx^5}4w%t1`|SKZxf`M_De^2m&yuikrsq_u#zY6&XQPgo%{w_W;s((zesZT@S~HtJ
z-2xp4N5Xl7l$bs#R~6Trk2ybfa?bwrW{~&il1HwRdzu2EkH2qZn!Pv0{9p4C<n7F&
z7EEH{l`t!et6<&A-29@wU<UO?zW4ao==)~5r)o2Ghf)d|({<sS4k5qeJ$6CCw$sY(
zxyMclV+((hQ9GF^M5KluH+Z-i@k^x4|EfLm*(gZRyr!9h4BhrjUf@}L(#pI~-fJri
zgNIa`;Zssnhd{W7=gWk>jDh8Wf(@Pe^*PKNr`6T@@nf%V0^9l&NB+jWpYNxf6JPk(
zC`HEThP?ydw$6%vbKWAXr^iJ(B?!wL#^%H)lVMo8Wpd)Ol~75Du2qoh!@Hj`*fWb7
zP~tvS@}Gr4>o^-#r(t$q{g3xpRA^txD)J4$G%K#Ht}C)l!NMhwxhKXEKna`vHCn?V
zxea)siK^xSd0cpJFgr0D2@QNI@^gsI68^2)Q>~#=ZWl+9TlgTIq`)-fTw%A3wqJQQ
ztzNP{brQj&nYE^S!cWdHhswll1Znm<x*j2cs4s)kb$2CjveB`BjXv8ukX!U5$T?k;
z{`)soGp$4+ulWw9)h>ezi=W{_v2Jy4JtYYU@57KN^^0^rqjiVWTVPTumEo34T7sW>
z+5}j|%ihM>-ivY4DHcbLV0-m^KtvYxw|LdSOtt0<{ZE00M+InI1AKkKzIX1X@ejE0
z*9)DI#wU%K2}a3)p&RuTp@iN*T_3=(04|{2CyEoC<((zby{GBxyG~Lq-z4)#DmO;*
z<@?f_rHk2cz!zv!pe)<`-r)uv9~hNhC!H9h|F-UgRJ}dzKh#uLH^ARx(Fr68T$K1x
ztUngbACU#OoET>Bty63%<5{NeS(%e9a_F0JB)sTS!upq{U#91HTG13e%4qI;*(-)*
z14R3J5l-QCIg0R`Jz=Jom$XdI$F{tyP1cq@V>d$EjL+ADBjFr);BgLvJKp=sN7CSR
zQ}n8;KZjGAFE&w>hnH^ozcv$#bVa(Om`GyM!P-Gg;%rdzUac)8&HpLMPV1`fAsW67
zM?fq<`DVt$;O5z3U+uPEYRC@`Tk>AAcaFZm&LIdgH>s!z4iiKwzY)JW9yH;ZJtkGt
z1IaD{azv2wRteo2svOL#wTrp@E2PYTsHF01rOiIm+4HvLfyPS6;J0^M@Rz5_;>u%L
zc7yaA42g9IXZa|8(=)cC$ApK@>G0Gh=@5K&bi41^Ylw>r;*!TKKNOd%KT`2r?Q~t1
z;HF-@7viN)=F~3RP|_cg#9_KrK1VlMI9VUSHcog$xVV%S7uCYoQ|-(=+A~K9<#pCL
z`Z@lzBz(?E2;r%5H^HS&AUBvCbgybeW>@ElD2DL6xCi7fuofs@OBFM&UY@O)b-Mk-
z?>qY6Kk+Nlu^$<L38G<fF)36m+Jy0sI${8_Twv|X<PM(5LJEDi@FaD)3ddjf<N@7u
zSeI>>Q4rIoSjpUCKtGDqj6rVfJ=GtX8`?|8ZkOJ8M0wV7mf;VT#km-|Pze3L27_}2
z)+5v`OoS98_1qoxYsrMR$FnW?fbB=cO?>xvO66si%B2dThLZfR5wzSwqTXEFZ<{k<
zxM=EE-wEV_)mV>~gRcS+uN9IuUTE1|;mp>~Sxa{lHn6<jlTDe#fmtC8G0mC$(`bs?
z%Ht_B#KEr29e?{in0{@-OeB2ryipp=N^$*MbJU{&#st;<V{;`2=Z_QN-EH*k#M|Pb
z>3#+fbMf#-7EBT-C$QxsjLYOj{4?AE{}`6TAkIcHvu)XSKj~TfRh*Bq1IOfSp1uiC
zjRj2O_JFcyOyk=+%O=#8`)+vQc}zPWjn=tCG%ONwbi=W)E7%GXt#m<E3^*=8*Kni&
zsKwTZ`(e4o<6sFPzGqbXI&;0{PqR+cP532l)B5yo60X`@4&5DmTnBWACIW`Od)1Y?
zpY(pX7}k-9hm|NSn6YSwMZ?k7ZW47~rVeOL!V3oOZbD>fBU}ik@<(;MKka?hF6*eI
zw-4`0CT#C@@z0l)lu&1PG+L+R!Bhd>`AcT`pxd>G36tZUwzH?IzVpvJO$|nJN4?Ya
zR$-@=;d4W27iPNk>mBLg3nonKkrm<6&-7lXC6Zn92=#h}CzM6b=mJ7FNtD&H7<!s6
zl?bJpuG$F1X-q>pU9fVb6K^GsD0^?Ov-Hw!#y%a#-rh2=5@&z4A+g$qYD>|I(Y7mO
zj_^*y`sPwWeBJSk1wXV8q9wgrJ;njo({Wfj(Z(-+QXS!xP<2TaThB4#!3G4iDQ{G1
zy-H-Ia5^DuB<OH9^=uvistA$RQ9MdBEkQ{-`{&}))1BCxSVMS#!bAj}du10$cof{L
zw9jT~T)bV|jA<CiUkjHjnn?4H)k4@zdCI0<N)Q!Uwoy|STIHT~$R{PZD`Y&Hz<%Nr
zBp^N)YkS7l^^|v8i=k&9FSBV;Xjc>dr<Gl{+wz*!Om8_TUHu`Lyz>1~!djb{J8=Lg
zW>3L9<=PDo-Pa+}$Eh#EQ+Hn<0V4_>|I&zY3+ALhqB`+tAj8(v(S-*L_FzU@A2D7a
z)_Cv^P(Bt{OJA$TQ>?p%ayK^566BDQ-hnlUc`1)#9^{PWgsP1vzV!(d_IQUxg|-J)
z6Q>0LL~xaTKt5`NwPS`WxDenB<9f6;*yqKSDm<^>;8mkME5IfZ^tNwbADuld+R*FB
znF3Fd`w-k!(qzsWj#&CR2@df(M~`NanGKJ8Hw}F@{OP8cCO~%gbBhSk<NLtAi;%-#
zEZD5KQ>E90?tPWH6HN+T8J}itXU!n{jF0fPADMj2VYqcKi6(n4!~;$k)`ompwMc!r
zxfa`?`YD%(1Jj!3-bZ{pPu+?(7ejNQUGy7O2#_<)m@uEnFd49`b9FiNep7oDCFoZ1
zXc;~{70I0=jBaP-qQ|s6sXy@SaW5zrTDH|;cy!M_(ZCm*uy^f8lyqCHWdjbOWK0Dr
zHbW5hd&Pf+`7HSVB}cp%pQWzd<F`0~Ob{1tY_kK^wy^2Hyf#McguC$EGF{^w=H9A-
zUWe78&TC}QOmo%51{bag>fhj<B|XJF(Ly?q*4OJ6q$%!msTpcA&YP5Um}9pgvzuIZ
zxZxRgqN-!Ny{XF&@eIi~_I%3gSi>LF3nYQY7NfB6|GU7+WahREs`K^XY~t|>HRCrS
zSnnFzUBtSBp-u)X2<^{33T1{q*hrJR5XzSVMUh~l-`m02;>(OaURo91srnl^*ItTy
zj(OB9`HC!(MAD1Ilg@y$oW)vwzowe8wzu1l*a?V16|yRv1CaQRwlz{KsWRj#BmnIK
zX$hqb*v7ISqSJN12Ks)9^>Porz}~$m`Pb+KZ_}Lg4VzoE6?|)I_;`|=?f~mE^z}5l
zvi7a)rFozvB9|97d@3jqr<8nwg;Ud-;rGE+{v8d#R(6Dk9(D0?oIaYW>G`MAmwR+t
zu8Xd48P8lMSU3&leuhS=e%Wq3qT8$AR;qsEh5rH#gMpuf*FW>LT0D`R+&jTJqocHy
z?M~Dw#IL&nQ@;eIs9Mn5?^W-DTZK{v%8CZQyr;g9U-Zq)?SZQU2906b-35MEU!zdB
zpqSK!$^0jF$+)reZ;QZoJaeUo!EcY7M~k<|GHcJZ(FNQUDyr5DndQGs)cs@h&X9?H
z%{txr*a4i|-kl8cj{8$rmlM?U&AUKKa5WpoAB4#t6Y*L`w-ALAZjX%KQ@I<Bc#Ou@
zl0R1sQB=3syb14Hm0RAV)Ln#5QIi_NAHtm6y0!mf_6~9z?Ff2$g;<ZfyC*D%={u@!
zweO9-4ba#$<wK@Dl41S^6d*4ES^Ps)cr|UnHf;c%<>Ld(F;c6Y{sw&+T08xwwZOJK
zE3ey0s4P36tZs$8`I-wAe4PGxd(}4F#QFZ}U)wwhKc&px_-gk0%pa-CLovqNlve=O
zXo1r`{3r5Iic;$FR!QULHBk+`QTkb{rY+-9zwfA^PvIGoOmDc^AkA<D_^S~WJ0<JG
zRF6E0K#crwguGR~{qL3Bd!E*prRUjPdz_9dgBq0#=C%oXf)4Kk9#CRPXlUnnluTNk
z-qYWf9ledwEx+#$c9L4~c20v0TGFY*OS36Upq`?{W^QdK;rb`;+)6JNVeiEu<BT4J
zEuC<e?=429lZTh))!@37gNJzPmDEIE+l~vcjcV&LpW@CC{PL3L4CF%}U|+5UEO0nZ
zna%^#7%ADB(x_a<lpj}9Vjo|O@cHGRVcf)5MCOoqyOMRygIJmw*f;qkLk<=$=0N7b
zWlRV!(0dq~t7^f$VD<X?Xa|pNkhW<}1;Lm4s<SFwvKoW9#s2g4@L?d-U1kx`?RPn%
zo{#c)(lYBFNq%8~ro1>nu&F((66>spN2Gg#mr$O&xm#V;DjA-N1qZ2P9WeF$E>K|A
zI#ZbFoMGT6I~;&zXRd`bF#7!<?Q<EAe4+_S0Cwov1<BZqFoCuV`+~XG{l<PBJ$}}6
zwNk3v+<fv`N&Cf6(ok}wla!G8QLN<=L4I+IPd5CqNKK!3BwJ2Ppsl3aQ&#Lwd=NCE
zDGu`X99mts#GEppq=2i_3k(5F2VBY)gn-iOIm=Y^Yx;FiIBg9XFX?h9T-BtZr`EDP
z$p_BCMb@s`Gv%^i>vWm_i7>#^qyKHb;l+Sx<=%Yv2-82-Ii?40SZ0+c-N)5&hj#0v
zlg@`tp0kb{9$G_VT^CB&Tl7xqsjk;BypbDzsdB^DlmD!9i?gnnBMf1tQ0@WG;_gZU
z?BT&S1(m~cq*uz5D*w3t;^;@s&&@HLOFdP1_9M~K`sfE{JIM^H@M9%B_%^joViuF=
zE1oG_tvJD$AJQrw%~^O3rHA=|i;!FD9EQQof6IS40*3-Hbe0dAa+h_axUE0=71rBe
z@xwI&T{WBiU1LPPNC>sq4;TeqjN}8m=HeCGz=}UOU#s5ov)o+j9t0yno(FNu70=x4
z)AZM`r&Q{1l5oPIIe3jP1XsxQFTiX$xQAGe`>X=-8#V8)!dd2&-!{Dl@U=9_(fJTx
zI_Ct<^*fVVFj89_Byd!T>U4z9^rxRbEmz&Ao{!9yc8|L|5MF4yY|A+FjASZbge<Ht
z`G{E?Qb{|&T6<EzOO{wt_(kA<yK3?So!eWROsmDBV*kGq;m47Ld;lZ9lfh{5^G?Bf
zCjI5K;$3fGR5<yE(hp&*JGR;>+f=tWIYh$So1IyJSOJrFi;fiRysm~G<LlB+Lhvao
z({VS3io2KOyMF9z51iV(r`pk~$wUf#Er2|ojb`{}O!-T5Uj=99JEG1%VdzD5wBfXO
z^qSJ=6}%s(HkD3km255^aPmetQ@9?N!|J8^Dv4os{rc;n1M2%UQo7&whtlty3j`|d
zWXMy#e_4QW|LFg3&n&JDcLm$dKZ%Mj-DOr#C+tko_+cjf8)8)|nDG}k&xz3m+bGC^
zpb@)T$TY4M;NA^YR>surYtt&HZ6~s0#})7s?X>F`tkCh4`%KYZwD570ir=4+%q<xG
zlpj>pUO1e*{4`Y~p0pC))+4S)erQ^)bomV1RwHi2Z*H%mKHT$}TjV{KD{mZ(T#J=C
zn)~pTfq=AUx5;?ET6sn-Z*UD8AjVdGes_ejY}WLv0Z%7)>P#>Uw)=*{C6nrGp40yf
z&~mw911(N9^S(*B=)-@F+^P^XeQcFCXD~Q%f?-J4CJHaS9*TuCG}Su<w%T_S8jiIL
zwA>*iKDI#<AO5KEBL7f+E1h$Yeut4^uC>z>tSUgcyuk<T>OHr)RdDP0=Uxb_I-mHC
z63h%SuMYTEbZbe80+~J~543#{{TjuxA1#R2^+(8$hU)SpU3(1G1#UU+E`1g3raUBd
zO}LIvUVxDskrG-=c%rmcvRb_saNf$2Jz;)G7=yGLP_aqtXVV(@k9R?F8ClJ(r(by*
z=*&qYCYD71C3~R@9g6z1?BUtxK#yJGLHi&C9_|e7WntoFr#n=QQ#`%I(!4f6>w74N
z;iUi3;Zc4Wavyde5d89V$T-mK^@q^X0nznm3mJ1K8m7US1+H^)zbhSaN&{EMK9WvD
zqE{25;gj<rIR6){>Im59$|RPPdfS=G)>$R4npdZ};Spdvo>hIDJculLoj7a-c6Cx{
zNfQfDuY(;wcQ|lY1->&B1FeheN*uqW1SOF&Nh_$waC{i{H_XH4y2l)mg@E5b<^hn6
zIa<8$MdW0}Hlc09H%<ar)P)lYaJE-mWev3Tq-}_5ei}Nq8;@CM5tXtb;MNI?@nxVQ
z@W{^4=GJEryTMviw;qPTSJ67nsMu#>miDQBSAwTHryy2A&v(yvcRsT_jowYvmqBf`
zKy83t9bQAFS~}>P7&$0i6>KrZa*0uY^BCqXp?O7O83X%t2<G2f%Ms(Th4d#VQpXN(
zlgTUf`%^=`8Z5}XrS}H7t42l8Z2QM@TDbTb*qt{=W<z~6Vl3U%USP{Y@=)ZAIIZz}
z<{mtwHDc@0wqdas(8*lM!;RDzMbaTDR8qsj-;ok|eOCmsis|Bpp8q~Dtb0xqRoeGA
zIA(I+LUw_h(7jS536T~99jF;w%z0yx-q1@kWAYlj8{~Sc|3+$_Hd%^pM<dZITNKuG
z;gDf?26|%lYE@xBUH>)r%hO|g)nED_UbK$ii{8GiuBS9(X02D4a%xiyLIh(4cxGs}
z{%6<YgtiP8{&tJ7=5arG!*L-^)V`jg9fpX_-Eikn43F%2%a%vdrcgc#faVGC%|6as
zff?0|X;)7uRyHiiexc^#5+u~YG5)fqP|LpeU>lmG42QMMkI*&~UE%`By&PNCIk-F^
zTTQq^-gHWMZ6Y+q*1t1EUUFv;o~357O-ttKJdCn?10@z3h791fIB|EQ4P<T@{_k`z
zT6b9{i{GP!oQDsmKF{>Wc6|>7k~`8y;R=-4fX5Z7$T<VoSx0i}ppw;U>_F{6e}-(I
zsh=hf*H1elMbHF-5Z*y=f~?m2p!eu^nKAZHpNshu6(O7-FZ2DYr?t81!|dkceC<eL
zu~H8#fc-^hooSHM){rOzH(V&Dqnfwe?AKF1Ef;T&yWay#7>2v~IjHaafcKgN<iPSc
z&KD>$xFs*a!SW|qNb#d0jHEE>7PQ}FaZTRxoU)ZrD^bATk&k_$|E!bj-0d4wCfK<!
z;N5PnwRq;!Cy`bf3`(4|+W^t(S4eoMk8V5D1>Eh1)Qou6rN_aY7H;!j2OsOD=61We
z7*Jo_>?C$tDXlhxd-Ic;cpc`FzbNZ6H&%JHZ11nGnwofmiH+eI<!;kyuNOQ~x<`!P
zOma5&buotr$QC01fuyh_2W$(T$izQ$spX!jhg4Fk@E78I<D8Q~%K%piV}MYx)ilsQ
zzGu0cT#LAYGjm^>6Y;<kS?s23ysZ`9CP`J4G`SQ;n6nAL!{*jo(&Ec69?Su`In%n$
z%tWXX<lNsw&{Wncu|GBCbHj!Y>tTM)`=5E+72EAAOPA(nCE7W#7i$krMVxL9ccZ3g
zyM4g7E%psJ3J!;z2r?tMK>FvOJfmQAMzP!Cp2ul+?wxwKG~)lEl7<zmZP1y3X(eq{
z=%n5aWRa-FAVTp<@a`zI%GA_AvUp+uoM{W?xuV#Ra2H2F4Ffln1VvOmY?>>GP<|e~
zP6%bxpk>gP)(OXAktWTTc0N*nT|gq#9>-8GRhBG1cJQSBC%^tj27+6w^g_;~V8QvM
zKbFC2R)`$4{7b;jZR3|D)LDjMtJ$`VhdSE=<ngBesjEA&s!4b(7UN`hW4Rra$Z0{#
z!aOgMQY(zXQ&gN6@Z1)`nUohQlY|+$o7$%Mev5TjKpBl~7P%UWluwfnm`6h?_O9Bm
z(U$-Z8E^86yEy2pEGRBpf(K6ecU-&aDf8rN$3rj74X0Rx`htvXhjs#}Z&1OL-g5{+
z-j~ZCdurJG|EZC&*GA*U&&60mN?gToo4OpCSma2T5??R;P;2xyxNWA>Dmyl+R51ba
zTJUQwik#$8p3~%rE>Kqv^zCK43EP7zfHp?n98`AWA#L=|WG*A8;9j8Z3cvKJelBWm
zxCXn68|!Gr+E>UIq}Y9E<U>nt(U9PH(Qc`x>+W5g_dB5<?Rxo+AAo9j;!)PfL2_gP
ze20rK4j7Ic)7s5UKQJEcBlHUsgy)f!K4@LN8cpzh);^%K&AR_al->Af&vR$uEi&_v
ziV~@t;MWuz&KpJ2u8<wwo$5WBJ!o-?hYHS?&b!r5Rn>7rQ$F54NHbwGV{W(`J{I6m
zxV8ENDoVVaKC)lAI=8xCWZ`?CTy%fzX%FeUK9{WVIj20)$E<3j0A{bO@wcjNIVe&u
zS*gw`EBY`0yv{QxNB`^TV6m|2`#pg}EUvBvMghg|OzIif7ihV9Ef`R$u}1?*zXZEH
z;y?Q^=5_g3x6nWUo2|j<HT4R)M2))<j$ETHClRy82sqlwRuKJco|<&|YXUz2tP0n*
zQJmEfLf+X&U>ikBq4o?Yj1_FENIR+astFdEqcNlM34opc9J*{rH_;cxnDWE?LHNT*
zVDQ>zL22|^FH4Ujof>peesa<`kh4xTb&8UZ*TI6P?8%c>XEto?0{@Ar)t0LXU^@#d
zh)@f9qOiE|2FqPWSjn_h4za&pPMax7^Vk2lnpkS6r9)OiU_wJKL679KywEs*e}=jY
z+FMVquQ2woiv8j8rJlX`2Yj}zOe!B|Vlr4hv3niak#$6!o2YV@9Topv+&bQ8_D_Ib
zL5v0-!`>y)W=rDw4TIzsog)z>NMhJl`b2-W{|2N*-cQknz2kxB^QqPpg;!XQ;Pr*H
zA%N%2YpS)m1|IbF+8a2Wd+312b%&&{%-yQ17zsZ<?YKA;ogkf}Qqrc!Bgyl0Hh(<i
zF79vrPyPekgknf+ep!L<qyC8U{o~ft#{6Kh@~Wlu7w<zO)AS6nZc?Gg?Z#W(bB|CF
z2egUOmxY&w0LIkw(e$p<&33n)u9Y-pPvhPASagfkIONVVTK&wT35hW}_6z2W(skcT
zgPgTV!e^5|SEwmTv!TDZn@=1j@*jYOlk4MUOTnAbj9FeQTp<jko1wH?;WDz-nUTzO
zSO+F5Q-702rKA^AD-f$@p8sn_aTHPxn;au4bx2ogV}oE*v7m$H2TO|%js0>4iomW&
z0<kCWs)o*(LL&X9C@T0qzg%(ML)zvVpRe9g6IGB^C-Zo;OWUaV%dFSEW5S>6tg&Y&
zD`D7^o=-M_rmX(%%G%oLddBx?)<HpPxBk?lu00MP6MFowk~^H5BBBF_giV?U)-eF>
z$|D~bza0k$R?DwH0=Rq06;Sji-v|eNHFws{TT6dIGS>*C)A~%>yaC7p65u8K*I7E%
zIh$VNe2(srSvqW=p_cAB%OJJB)Qnu`YPJr!Auiffz)*w>MlmK%YO8uOK-J3Sin8?1
zbh3TBZ+MxoT$mi07qgxw_1tjtJ~4A-YBQV?91hKh%;^SMYe{M3lW_LtDc#}tw)wYg
z2W|DA;x}pc5flEBfJyH3_=3h?Ka39Oen1}`t0)%d2+As>w{CO}y}uWW3&=c(<gjmf
z>iXuU^b2J#&?X#>qLA9^U;Na22Ug}3249XkR9!IQ&2r8yB7OC&PwsBET>5-u+K}qu
zhU`EkS18_(G0Q+N=MU+}3^^pboUELWAMn0St0#Py#C(b&QoT}_lsM&V^RE%GQMZlj
zO$Hw=mtMzzDL(hK?A=WD!P!m8Z8ejU10?NLF;w1*Bcrz(%W*x${mKMzmcy^<sM^7@
zX@l*lrG~%t*nY=LS`(-WlCO}-|Igl-a*A?+l4x<O8dAdEwkl)^d6QUP6@Dig^{c$I
zgen8KdS^E+S+_90A7><!iQt%DqUC(4@=XWw)R*16wZ~2?#8tQ62O4yha>IwOc0;%9
zh2{_TeG)FjGvBivY{}vwMVVP-N;mVAjU*Gf$sfx*FeFLTiia2rYqF=S6DF1owD{@l
z4ywr9Lh`+6j#jX#GBw!UVR;DvCEUXA#D1cWdfjT$b25x1rGwnx^*^cY>htO}WI|PO
zYroKA8xD8UI;AST5D2^yoX|nssO^J-Izm@TyZSA9dJw6nK}2n+5yKHIu5!8;xc|GQ
zF~FDassS^&K2m)*Q7zD>DRWgg5#@&TOOl@&sb6OyN{l$2AJWkj(-xiPSSNlHxpT*l
zVbibOo-NsZ{R)2jZh}A7%-Lwj#x}SkGP{^oc5Ll@>6<7{)<asLG`Ki(pY+)-$Nkeb
zBpFs{8Fk0V5CM(QRl+jPnp4mlztVg=Mp$J(6fHG7J#xaLP;)N57?!$8L*}F~+p$cT
zSbwjJc>)?(q>f&M-XA?ziZzIjwz>3{FTjnGY2_3g&yPy-dQ>K}_qs!`cRc~KDYpt9
zOJadWrHpnyqZphzZH298yA3lE#qPDX;f0^-%}b}S4Y_{~*x_pYT_6P2+N=9UJ0}yT
z=kC0bl120VP-}atI{Vp4oxg>1drSs9>pqI@!>MIZ#^MTvk<m{?`gLBg6^BQgMXdQS
z-l^x~9Zr{{vO&)aod;Fgcw4in<qv*Voi9%b&P6Q9qPa<aBLpJ$y|4oPTD0`+r2)HG
zfrHv0N^)R3A=mxX%bPSl(M_Jo*ngZu7%5sMJQW+(6RFyIWz_4Ot<2b3y8$2b`l-OC
zrG=pzwET18{tUuv_be&)LgJ=N){$Cf77flzud|k|Fbjx+MR_v>Gaug&aA3PUMO~Sj
z7=Z~sHIHH?^J}JDjo7CQMJmSW8-VZFQ;fTqJC08s9bFH<&2vjmSstY))ufc)q*Lgl
z9f_|Y3hk3@Ds6k5rMBe$PXETbRM>tox1^+d!}pXXW0Cdx)l#U4*$Sv{0i|)mHT12o
z$=r~vJEbCtvLr3VN7cB5$NkWl9t1PT^yaxff-)DJDE$^H^IgJKSgY_ez5Bp{8Dw>r
zFwwf5PIND@x)a%EY8%Rx(?Vk9Q=}IDC7|ogENWwVyo&Cv=c_MOZMlo$u+?Ly3mnB0
zl%D)&@7dR(1K%JTMr2$F%Fh=O;*b!^wdvs0prh`gcO}7rCOv+s>z|JcdU*Y}`}xsx
z-%<(C9%?1?M%rbCGcLdzMfZObv8`$QQKrrNytcckUu<U?bi@oO-F1ZK?x{%RQfup0
zV=kJJtKZ)d;lWKR>|f5iZJ*@yx;WK6`|5T%l45sGqJvJ>sYa+%K=A=ZBb)FNI3DS>
z(hWXvbbjX5<F|P9fzd)$@+<oIghKA!1yR#Ro9e0~Gd!>J*^(>PD(y?@^-i)8>fb-%
zwD&f-IV`&1%;-DobVO}`+gxk@icd)?+8B#y+oFu-t!i!|tN1SwQ+<;EQ3wJms{W83
zrWnsWFGbDAiSLs|GEb#`VHFu}--3Aq^@i_qbyEAfJFobF3KRvDYwn1f8209Udxl76
z2e^WB;oU`jQh6y5s+tCbrlK&==b3wtXvv?$mI<AC*Pb29)}MLGJpT6~O!Hq@Jj{&&
zP|(|%zUanzVm-m^WK;f`-k>`br@(iz^Wt!_lh|IKz!7~Ay!Lko4iXL6Su_Ara!=Ly
zK{u9y;ylw17QZ(O-X1hn+t#byA*nc&=9&$3bCguA)H*?34*Yze00ep;WgTkO?|DoM
zxU&*g;6*zJ9O-4pZU3e$#4w~3$_;w{OFnV|hC$7Pjg3h=4wkl&K*G$YzG%09ATMsy
zFOPJQj7D{2&GChT6!Y_c5QNeVI9-z&v_!vNp*ZOs?v4@G=z}BK`L}H^v|ofO;r;N=
zAE!Nup9*WfWV{|vR7{O;B%Jx6cTz*O8>08js?nhRZjn!BI%BadX?bszL0tW+kbT{N
zJF(|<j;!NqEGPI0v$65l0FA|~!iU}7UG6qKYje6(lb;JkqYX56jAE4R#$I5)*R}J1
zg1+$a$<cC32>)a?|8y(tK-2~FPlG)PIHvZ=yA-?eKk3f2(8C7)lDD^XsY$7I_R`Rk
zb-lN3_));q_J8*24y*?xp8wBIdXd2xtYL4mtorRfrD5+VU$Pibf7ji5^esc|a4j>q
zdJ^vJw0I~^I^>yH{lC2}ndEJ-<zo%Wr0^8#wO8c=A`L1#R6gPyatD{<039b1K!Vwj
zf~qU;mMgn=6WsKir=6G`(`q2^sy#g}os3r#Zxj^xwd(CO8S`&cM3G}28%pcgH)$xw
z&?!NDee5OjEJ+)~`RWYQt?tf4=nR&o_zR}Qp7969tG2tqJ)T0=&vE>l7J7kCXvvf{
zRRrBv)$-Wz;76g+vU6~^%uhE_nDhQkTI)2_mj4EMf!!lh1>o;Cw`owhb_}zBKUu0=
zC8>UUk8+t9WOL~ArA%+5k6VrX-CIkOE{~rKsQ6(xE6R(J;%6+fk!sCtuDEJ77hXJ9
zbvE!9Ge7G6^O*GAt+QKgOHU`x9*+sGv=5J*IJ$)XJ>A)!sjud35HynBnJ9De8l`4T
z$REy5FDL8<41bmuOeV^WWeG963dd8Ns^0B!(idN)aL?&T6-N5+bnL=77VT1QPYBOL
zT!^{b_cjry9a;S6{2@0fp=p6JJ`~)ec{CUeJ3YK=j-F|`6un|qFEjdw19GPHwRGqZ
zz<d8m)Wfzv{O4-gNw8_~RQ?8L3b3CjQS;Q0Z>O1?H;F4_&k2POoGCi|e<%QOs`KJ0
zfucmg_VhDpulRv#(^{+1b(x!_A3wZ=ZbwC&Z@JF@0I=Rs=69IM7=Do&JQ21%RtPq!
z{gXp8^m~!Z>Y4{Mp?>})ce<yiW-}s~<iYB`Lp9)sAbmBTow*?utE;!ze27b0HeF+!
z+X!&S6$)TbgnYs?MuVks18qf>dyaQdnFYN*>F7D}>^4*Ee21a%gF76gq=);bLiXw4
zBvP7oZ*Yz0+2rVc2*Nvbl6ERo(*9hoAwTq<Pu<7rhEa};8bh6@yGljHz*L_yb)%}@
zR;tYhGs_1zg$)>tYb5J=$10JP9}Iu4e5yT==yZ$!A(erkpBORY<8;TFmt_s!k}QYh
z>g>JbKO?dOy}WNdGGx!Qc2NFeHIXu=&(6;!Is%7gt8qsa<w@Rk&@!u>Zj?wT2rIp7
z(~D1cNjT8Q9Hq|<r_Ncn_D^eAu)u8*j7drYX~j-;yo{p~9AV7jBKOh*!^7a)<D|XT
z{O)hrI@&X<yqk*Q1J`w!99|0^;G-2<18j>ksiRq(k}!Q7j<+diPARQZ>7|>Au<@>2
zmjJ^wOEE_TG*~82Ls1pPy()^xLZ^?mXTJ+~SJF<Txy6X7<r(DYlVl7~+3^&@1+8Z?
z<Z6@JlPoKh*0Y_oi>(fIpnXBIdw>K7b*6fIT991uU-q+;!S10LCWv6Q-mPi*Rpg;^
zc75_F7yGzT#{z<5?yFn*({sNPo4%(g%~A5g%FA>#Zb0}MnmSfXUq5o^Ry@YJ=a>V^
z$=E0oh1fKNO%Fx(IgRgwh$dLHdGDZd6`FNeP*m|0rmn#u({m}^bL*V{9=V=IGKb8+
zzyQYXuy|V+H`W!HV5|PhR=p}_gaLkW&B8_bu2AB7@I7X#&?y{4y3(3H=6yh3Xh#-*
z1VE~4*Z)V`TL#q;bzOrHAOr~n5AG1$-GVzLxVvj`=Mpryy9I~f?hxGF-Q8U-T&DBP
z`@Qd1H8WN7W9C<PHQl$G?sHD>z4qE`l`pyL4fLsR*w5U`P6*sp);*z?>-E$)*9Q!}
z-c3_yw-X8;#3VrHc$8Q!S0q=sNB2G~_lKH2q~C5dt_XXB(dT9!?$gn@o`^R9ty+N4
zhpMw|+49gkA}=d3XLgx^r-EHst|j#1?lDvgu<S32!~%Q)j}FB!Vq9O`Ltl=0fPjE$
z^-yhzb~qpxsJ%4QakiOGLm4@Xl1}b(1knd3u%WlrYYxBUm1r;3`SkJehHU)?T>9`+
z=Jv+EeJqf7D6$;@q1|tw;tez%E*FJ!xU*+63M@DYKBOt2|5LO*O@Mxg?&-N)*jk*r
zb+Biw{G$-<vIj&x0H_TBP2Iq9vvLh&FdM|HfTT*!3$fFdKECxr{Gpp0@7iAZC|>(m
zP*7cbK|Vf)*987c`a1hH*CZSW-8~qDV4Xz)sI}XylQzxTDJ#lzDR~I4xYeEuEn(~`
zl1~7D@h$+@b@&P7ZCwPPu{%eh!gM)tW_K#oG_-cSu8l1VO}tJth3*6K?qFv_Qbt@+
z1Uk}W^<mPy!n2X@%_+ot@CeA$&V_(RRbQR|F*qPD&8{0bW7%d30oCdDb>wXh`mSs(
z)wRp>^HGl47ab)ln!-FCy&sV5xaN=E=zMNmPbW4{*(3yof;MxVyp<o@^B+t5lJu}!
zE~EYF_h+3MgnF^j@jdE^?;J+Ib2Vq95VuHH-;=*SKwT1Y-M?Hx!b<_D>z+kdDEj3q
zMcmDRzSXr00x{^EziD7FhQfq;$rpHxfSr)N!fR;<wY%MfPW7ezQXTv3x!$waA)ebT
zMLQ$v3eg2H;e~MJ3I_pI8X%e*lT?{?DHpj>nPW0-onr+2jTkF*25<OYAKWe`Zhj-D
z{i_b5>R%EE@_($<*Y4SlCeqeglT#m>QRWQg5ipK>Ho3O#+@K)?vdHKjP;fS$FSYx~
zme3i@mNuZcCo}Qa6`|k>=lM2y$ThliSBg~fwP!%EcM&LnM)~ocfEEE$#2yf?MTgL1
z`Hs|G<VR|ca(-Nt%-8t)qb%D?(T8=DpWI9P-WSz?k`TZ8_QqN3_T0RSBI*m?<yuy>
z9mF@=Lts69mp@x@pxz(#$rwI$52*8w?EyjP>hF)J!9swH`Bi#%OHnXm-3pTZXRTAP
zZvk;~%@(mInXu)<L(#;w58#F~?MLtZ{WZ$fU9=kl|Hx;Nw0v;RSRW1s55(RbZ5$}F
znGc4-Us3^DFF<4kaHT&#!t^~5;a<H@2WTUC3O*NmkgGFb?Qb0VN-W}z57>JH)Urx%
z%bX3%<)rGolV#;29KkQGQU|jTXXl$d$tN@+j|ZW78;HOy^bO$ic{hg9izl!VSg{XW
z7chQpvs<T_B?*c*Pljxy*7ylY@*7_1cj-fK#&4cCTfSCbK{LebUa7tYJY5cK>;6h=
zP!hT-C<8sA0p`HjVG!Q783>`(eT-GMW$V>_5y6cPIWOOmCe;LZTlydy@;V9M&klV^
zM0mB|zEuY%3>xl889U(2W_eu(TGV#{9M|b36x`dhX|u-~2y?^)?=5ku-|G=8$nco<
z%6MuPcf5Rlj?)?=aYWwYolWw3ko-UbbU_0SS)A#GuhBhe1c17LIY8mV78t91QOKJG
z^wq+P1--QE7DHJ<ot=PO$s)&zP*^eq6^MZI9{Vw`B!lZ)>9kXr)`h5$%E43APcNb6
zO48&YAs`|m^5f>qUfSu?W4n5v10eFsy{>pd5!ACqKK4pk7EF~UEvajORK;S9N9;f6
z@7oF3M}Qvn$laK>?+5vOg%SeP=TgmcbRUCdJI~l}8hh?F9$wNPF2w#REY1^u1Sk(e
zpSPQ?h^jZay;+Dd04NN@l4&P?aHDoy`b_^o5y&`R0r}o{ol!18n{>Qr)Xdgc`B?Bj
zqJm&6^)vZE^-JWl4L(=r!#xPU0LlXrZT_2I6Z~<%(c_QK>mS^+bAz}8;}&7A?AqOp
zy#ahcFKqW|-H(IcaAyMfFuGVM)*L0r1@+!11J8t6OQ7$ME(I#v0M{z0BOVYL0SGIw
zkL6$uZ^4-hW1si?-Lhh{9jni#Z401Qf7ClciCg(7AXV)I{}Uq~1O(aZ?p~d~&olCK
z{9e&&JB`!an4pKaWE|@F6aX5Z>pX;l-jncsX$_q~(dgZQ+N@b~BA{e6q=I`G@Mr;3
zcq#OgV}sa=*l-$q9*G+fX-r=kL^j>^d6R$Ib(3o_eb?KF-EG@X@cFXnZzb^IH**K|
z@WPHSXRMqThHKu?o6T-69wsXRy;p6o+cp8`B5~f}H2}5Q&;E2&Ws&uzZE`bO2`rca
zk$pPa1BxBQ$v}PR0$?oCx)1bBN?tDfeOAq^^Zhc<pagM0i<3<y0RdkbP$v*N0KvJ0
zo|Tq;WSt`X<ASRH_#2eQ6-uM^W;>DlG#`+%5*~Q$K(?uqVG&+m<NxWB!q4AD!fRjh
zJw|JEwl!w=J{N^jWu5KBGO)Mm3IW(!=L0a>I}TwsCze?kse3AM)?{G-NS(4V=*+AM
zi25`k;Xv;JS25K8AZv*K8)4#|pO7wSGfN*0LjJ-(=}SfoC!c4HlRU3YUzfgec-9vI
z6fmndAlgGOXn<1`5X_%}YPrr}jQ_k?U%|gHwaQv&V_U^c+<%mLr3e7OzsFp^*AoT2
zr`>?r^ace;l6-^f{0!+6q<qb3vj)=JFkfVvEfB0#!NvLA1~w>H#6<Dw_9w=x<oV12
z2-5Axuhg@-x6qXx1Yv$`+|_oE*O?|fvk|Jb&G#p+854T(QGBt>b^?L%F#zzPdDDKy
zYv*4RzVK`0=I!J(rtAc!mD;pMPoa0V5CEJ35gS+Qe;CrW_qvd=$Dke5Pgb4Q0Ao?0
zJpDwgqQEyxBB%W8#WnD`kRnoS%09IRZASUgy!bw%g85ExIxp+_<%wTNKr0sa4W4%K
z?5;^I4SD~}PDVgY*~c4?f(Jk_zXgKwhPT|z4r@evWSryZBoH=xP+NGOtMlULjY=nV
zQ{2ql_!k^VVSq2b5(_;Z08+Uln_vOaKCSVnw2El{1?{^^zE^W#FdXR%J-jpng%NMr
z?RH<#C#z5VWxhkEu&%B^g2lh1cs&a}_@8gM>#}~t-5Klffh^7fL%!}9!HpKe8f;YR
z;)^pV8<<5?c=~7Gw+V$5{264W>gO4E(hwewC!ZiDF;D44ZX4j&Lx@iL%z+r7O0KnW
z7D`o0j|!LhEJ?upHPpcqT)ra@-ikQ&iE$(p1m_h%8Cwd~Gh`(f`uw~tzBnhZg-pnX
zH&bsAprjK{3C;bdvmVz8GS7wH<y6>}w;^08k9@=~TOtMY@1n~AeVS`RgBO5n=m4Y^
zFqBaT`bZkX`85fHg3Cdm5=+i#f}@Ws6n0UewFaQ<-2oxs_A}Rk@zvJgrX^odTP&J4
zgcFNZx-k~+e6K?D&##Dpvt&mf$J!p|xP!E#IqtLXXs~oNFhBwHiWiW$th=-k!~vmO
z4sD<4D(#4vFY)8iQY5p27T6u@puw@1mBNp<zYl$hv$ymE>O<Rvi$pH&J25r1w6ral
z0HmtEwLK2Vczt1k=>v3Vxgh|yI(llwX%)>LC00a~4YTIyeaWAOD9f;0rywKm<RH$#
zo4dIMGB&`H<5gxwM)4D<8$l?9iP2k_Z@J6K!Lkr?FbEV9*0cFe<Ak!{7eoKCH=nq6
z;5q|+kuBEA!$m`68lu0~O8HJ%wx8E?xxH=+^Ig0SoZkas9S@jOvEZl$>alX?PPWts
zMLW~6M^TX#)VRhEGMYJ4Vh5*F)MvjAVnCWF;n%7<gZTj@F1{yOc|}k9a%C&;Q2kQ!
zfstRfT(Nr7U-8Kn+<6Xi0+O}I()(%4x=Pf?`8o4Oi%LN<eakD#>{T?t8aEa|qy5YP
z=ZL}or&R+H>JCu0RorT|1`%mL?oUY0{Wb@~mFM87$4kM#)P>}J-SH%5yD-NmB>KnQ
z)xApZ?O=XPHr!^=?`qL2-EluRY)|jQal6)7K5VFdvUpI=_1(O~UpI;O>KKc<sPgm8
z^A>w;4vA<}-Hb+d&*f<ox}1^n(qybFp{lQLzsj5kxn7I%58gKjIVxrfdIQlCC6r?}
zb_b8}PA20`4>58Fk$b7$3}7&0?Qqnhl5C#~cmxRx0+!BTfKs;#w36%rWp~>xrXXLT
z_REgyoHh4&nM>cK^R&v4`bA?fXIyCQE6u@rOfG*m$aezJJwYw>efRjVrRZnZ!KrbW
zjls{g!$ffWY?I8}xAr=EDQaJ|B$NpWe<!-TIv5JfR>sb`q9K4n)z?Ax*eUavd<EZ&
zH%i2Ed2LPfY3jWGBT<jq&2CM!`2;vR{s5H8=>aBp0|5qnKeF&&OGyEHnjX!|j-OjQ
z)O~MIpR6!+PL}73m1Oh5>4FZ!+#qHE1r-7#!~oHkdaqE_#wS1&4;;zWi^EwhT&f4M
zkp37k6Cy+{jV|dk1-V+|0cxDlfUFSI)BjbV90-u#`5{6j@emRc5?fcU*~>ry%N3Nj
zhAz4kY6SoHosv1+MB7si&6muO?56l`@Ix~2Ye2ge>LzML7X4#Lv2>0lF><{tUWB0d
zL1=w6I`zuVPYjb!lDl2C()Eh*yYku8FAv}-=sWv9d$dRME<NbW>_BgMANztsBD7k_
z48ZOnq=wA50(JK!l&cG|oAdmQ8ia?TYA!&+1i<D)wl^LX`OQJaiz`Eghw+Lv{r%Tx
z2Ve@&+2FxNcE<sDANY&`YB6jQ>0KSDmnxp4oLp(wAiIsi+t?S5t#SbjpZUDnUFo$m
z68Y>?p%;K%EZ3GU^B4=-di9+-1ubWzwMkoV%hUD)@UwmXqnDI?Qlla<*z4cdqZ&w@
zG<;`)m%x5zx6?!PeiGI)=ZH%ytCm)b8?2Tilmfbjbp;5HthdltcmK`W_-{Tw^w<BO
ze{ik(wLZB*^&TCPS5HD-cfV1^?0;!BWSg*8ekh(~?=|_6gc@2HE4VwY*wdDMf^yYp
zp0dSB{^Se|MD$d3mx;^n{_Cjqk6E|@%ktc#YLOEcAy>G(HbPyII|oZuFeQo+M68{i
zQ|5ryH>k{FnV`h2$ld4Q`jnv}0V*o#4=fF^w8b(XTwILo!em_8_kyt9r@7DS%O!a|
zM<0-iy5EVI`+)bIAw1b0qZ1vXS^8m6J9TFgVCg2=SHWX#>wIZ6>Y#=ylyrRf#=+fh
za3f4;)-67BbFWe54j=CZo>z)@dn?>RfVHsw;jewSAJ6|z%=|aN{%f55uMN!6L;$eZ
z3iSyEsB_g=JZETSIBI)v%9ah>cb=v;N`{wyJJ`(x%J^V=0SlN3U(y!?z;x$`EV{R4
zbb5J!ZWYPYn<Bn*Bg@X$WA*h3KmIF`>{q~s2^6l!{peA6vWyer!rXzgpfzjFOMld|
zp(aIfql62T?M5~-52ISUo(*8iu0Ur<S3>;|fq7qYtCmsD=lL94%J_<uY!iPZ^?)H+
zjVZxhw1G$<e5=mx9D{OK-P@ac9Zhy~VsAu!$awgT_&;qI|Mi;xzuSP`mJm(tOq`q@
zO$}}T?b#byA+qqWkT8?{+hYfIS^noR=YJjM=O<y3Gqp2!wjg2Q;Q|gSkua%v{4gb9
z(oi(AGBtK4VN!N6a{kW|X<I{c;1BASCcxQj%*-TAQl^&X7S1HxY$Qyg_BQs8%0CQ^
zO%a*IOkFLFO(h)-JxG|O?VL>=f7sg?I-8O>JGubZi&#24eKU0wwYU9YZ)a);Tu#Cy
zVQB-L25kSGCuVAFZ(>R!D2Vu9|BO5InGU=LmgIsU&bLp{d<HPEeHum=Mt%Np9QR+2
zD?_Ew<=LtYppnu(fA5W2WWmP#{^{GdPb|NFNtDHCu%z`G&`Zyzm~`^6t++KmAnK#P
zz8qXF2{;{}dYMmTrRu^m*WURu|CJk4*JFs=Ip^)T{*nUYcOV~Cx3gc|am?%UiDr6R
z&xJ%z|BX8sb3mS>92{mXx0&<YGE9dOcr-%XC5mOGb*H*;*eiOsUkV&LsdSAtoExe;
zrmKwY|9z|^M?&lRWMVp-)joxvEO)FVf4%i>Y^pk~eU{0eRmIiS*|BamUak0ekgMqW
zy+BY6h1lG+Cpw89VW#X!=<rt4uoY!NMg~Eqe8I`r_o|@sX55S#Xxx{NqY56SK4mFO
z66Z(CjH~(K_XH2OObTx8F%tY$_h9?RX|B$bKdzkcq7;9c7av~2y`Ce|^Qo6ZC2H&9
zl1xZe6}37tl(ThBerK37+CKEL!70_v#A-?!nny}2rk9Kf3bgO2Q1E5omZ=~KYlg)Q
zc-|DxSqe-MVZvEcmdCt(8%cID`W_-1Q#)Gl3i;hI+yetCTnsx^E!0u<87(_G{9;wL
z-Bc>S=Xo=whDz6?x?f+alU^k2r;2lYml_hKu3Tno11KPqcpb#?I3@S(u2N^nt&j4T
z1$Ns-DKHb3aWj4`)Syrcc#5@+qd_u3s0u5xGyjm4wKJ+e+&+;On!5By?{B?$8`4eH
zFy$8LHGZc;+k$)siY>?0HhTGEtD@{yB`7x^_z48D2Q+C^MUx4<uChmsY8#gUwM!Go
z6Ei;8CNW63$)dLEnpA;Eu}wHiRMl51*=UdHny}LZ4L>|1x5~;dY(^ozhdQ@H3X`~$
z#Chas4LaA!XPXU>)6~_MX)-gc&vYO9$?eGh+a<pnagza$O=6ZFv2-GI9kt4zz)4&;
z_KToeDtlYe;gC))d_AA;9}6F+sz0HqA>x;Uyro4B1zm{PGsX3=V`NpdL9Mc}lQ@Z9
zA6mAX7d7T`yJo~B%`kW@9(^dupZ5(oKDN&W;AwaST6kMl=Z39H3D<ro3(i|OHwcXp
zNBGY*AH^G2*{9G*SG_$g!vvc%rfsU%BzuxsM!Syr5whfLa)&h2*XlKdc~R6?IceX~
zjh-flE)?vRjh*-PTOsuCn=J5C5aXIljxcIP%ZZn_d!omhzgJ6HYHs}1M?%5Aqzg|6
zt4d38SDl+m$i`gK>r&%YUA-K6p0DzqD)oLS=XbOF6fZ0x%0W4KtcICEQ0lAZM<b<Y
zJ`u}dL&7q22k&j$-_clRt`*QIyRf9=(&R=e)z!TIz95Wg1&@wZ@xlbG*)FL!WtFDi
z<T2H9#(Vy$K5QHak|B4d^HNsTH5~z-zW!N^Y6XbDWN1}WBbEi=Y#}-}Wvr7c%GB$T
z+@&!iG)Wl4e(dY4l!|L?k#o)w+oEU7B+Xy<M8dJ!)p;BQ^24#@3(9DnD8(5Y<@f3r
zHKsiJI1JC9H~k74l(EF-+k>^XC+IK+rDimANffR<!j%I%NE5306$29Qup+`yVdkBy
zyH{>WK}Efvo-JL3Gc&`x!_2shtq<BiXLtp8Xv*_#ZyCawemcCNoG4LP7}cY#{$q_^
zs`ptsB}2KIP2or+G7*dJeL=bmYH9GH1>J?kXIDX0PX<mkw8My<1sdr(a>5qcfWNfo
z6IG6b)^aX-%Au;d@fv4enO+j!YaL3n1wShpax}#R>r(ek^;n_NK3(&gc2E<lx)y1y
z@%U=Zu`=c5RC{p1VFlt8Ya|b*e~Lxb*)qpOp>DsIddW#!nWkhO##CcZ%@0*`w*Dp9
zE|wIS=(9$2^J7X%E9}er$*$pN?5QWU*)A891=&+F;cAfvJ+@#~YO~2-o=D1?T<X1k
znko_X8aVkx>S|$g0?Ha=64X25bXr&-QrFnu8dw?J@m_aavjy@^t;M-0YI)zSvknV6
zT=V)E(fj&`Aw;}8-Njr?GT|X~VV}P3LCZ|XE}@l}^MVN-k(4#|(1=A)s9ZTUP+mqa
zFj$2!>5wTK^b_v>ps3LlkNA2XQ=~h;IU7S3s~0t(R}S2dMP3bTzi`aiA!UxQeo(Pd
zNVKY56epB7*b5hI7>p=+`_B44U47cUDV_LA`^i5JyOgTfS0yH%O`es_1evpP`klY(
zS%8a$)hSURq`1ogzl7^VwoEb_=i~JUddVw~=}g)>wLuO-42>x)nDt4KJn3&)k+T|+
zSnPeZ*rf&BtWWbL_^j7rNFtLSSo8<XX$nwz8qo4@B1;Cc3x$VSUioR9MKo>{ch;{k
zuJ0{(hIsm`ufL)u?>@%_m6@?(x5JY!f4ty5cf%x14*guxHH@9@^?+56@+$v4Bp2TO
z2dkesYEDdr6x>vw(h8N9I2h3IXH<anh%B71pUv_oaoOy*hX`Y=Kw(i#&Y75cwf?xQ
z0OH@j_$cDPD+SEG<)qboBaSLtV;w;^pp+{+@h-7G?Brz-aP%AHiL-I&sy|pla)836
zB~)GDR&(at84j{m?{j^^clKP-awIo|8~I-7L6_eZc5b~f*v`n?{yaummj1SF{_dF(
zK@H}JnfrX;{q&bP6=NL@hgHO%8$VqmKYtR>)40n+xkaftW$ZzW`o4x52whc+S8C>o
zLZg_pChL!7gGPq@Jxc7j8B-~-blTn*4YzDMW;P+=d)c91P*WHigG>rFj~YrD=2`i#
zoPHTy5}7E|rFJom#KL&u*I-%+GS}6Mn%{)tC@TrE_w5uv#c+FuMOzR*QVQtp0S~`@
z^}?k9Dy?NLNzjoUg+_GvoU$7ck00aZ;BYQEGmG^~vc_<E3noN1-hn-zrObcQQ$N0=
z<9fc4rThXrJPQ-}iRo3Y>qe(P9^!0XYAfrGMI9ZHWGpEOYqG&u&Jy-zK3}3#NcI7H
zd(H1%tqHAq-==x+d&10IEjzzf74F2;w4&2NzI%WBMrDqr#$GF1N+n#)h@uMIM=xTV
z2mj#FJ~Qcifrqy7@CLd?sH+5fljxBTz==C6FfM%23Vo*)-C-RPyG@C4vFLPZOT;P(
zz3&qJ^vn_4<BZ@U7h67MI=Ur2@-h#M6@~@9P?0A5V04S81)Web&zh5KObG;$)I%S^
z=PEY5$$DCqmHlw~25Aru#aat7L;6&35^Hf6`InAGjihujbcgyt*$CB}QZ{k;Pi(Nu
z7MpKB)DvxaALo`AOxT<iv&JyKF4t7Lzp{xXM1%m;H)7TIFst!%g&flfCTK*>VDH<n
z8asbE*TNA;ht%&nWyteMxr!~|$SvnIM~{hg6&$+>eUy+kf&5A!SD#S!jcahHQR~#{
zq_lS9e&$B(`f%Mw9tC|EMv-x0UG?t1L3>s5n*j$=`*9~z4x63OMLoBMOG>i${<EUn
zbu<I9a%M|OV!)KMR>S&CY|7`yXqE)3M)yY=H5s%4L)N;c;8m8F$;2YkFD=#sDOzQI
z46cZe<@j)F1C!24(}Wv&tr`Sxq}@)&sscJmzquK~y3b$E-QadgmPJ_>tOmBkt(6jm
z`3lu3)Ox;kPU@XR{*c)aA$_CI(~$pmTrSS@fMpy^GG;GdC!9uSqz{H2-e=1@=pFu>
zq<;9-VnU5CuXNnuU4Rfyn{}56ro$;__z8pN2x@t^N}h>aY_CURSi6h(V|qaMjNBvE
z^z}z<lbNHQKIM-*YR-2#n!0R~HoWWAIqe5M!?G+zKfc!4<_p#Lq-35VNV+#~i3{#M
z3dh9jZiu%kuF|(X7(=EA!-HGG{NKN}&6R8GQ$wAs3$(XBVLNDxCJL^#dEJ`AnIq}v
z4qgWwViAOjB<mR;@&VHE>+2ozsb!^=jcy<}X+>e4N9Tw0=l3hOzL^o$eo<t{kIrf-
z(4(8xQyCENWJ|nNUX&}4^;c`j#GKfQuKtDuw5t)?+<4Uh3}ej1KK*%XhOMRtX=c;P
z)Ws4@*$vz&AzA)Ca1MIE=g^oXbim~5Yv4rJu0Qgckyss7=Pu6U20nxp8pFY(7hF*z
z5hKO40P!-^mr#uN_{umt8`XiQTZj>Kq_sphcr-4GRRB7}aKBo4-agn*+8(iH`$+ic
zsGGCi6qE~&cF91({ro36U+Lxji(^xLFImD}Am$xmX$&2oKtYjc>y8K^eihxdOF^1~
z{g`8xrh^==F#le#=iE0Ltu92F-vbyyedOr4D%;e7T1-(k>U@fVM3vojcX`r~<QvQ+
z>~~}d_|4*&uKYvs^EhNlf)<Lr1!b@~Vh9AkH2UIQCaV9S{e21y`LZ8syUiFtvBWNt
z8(Tx~P|g)9Tu|FiChln3N)%41&_}IYJ#%azqJn$5(jsUqxA`;&HIrOmL)5XystMhh
z?U``OIDx$87S^$#Sxq!2Sww6F?P5o`DB-ck%1`P__qR>}A@i@3n<LxhMmjs}alg0t
zpN&vr>gVoD<8*`JCC%g`Sl0<gROKXz>{28ab+UFXcwaQcaJG4kpF4%O!DHD(NWq3P
zZV#4<a_05WA(t}(_yR*INYDX)JxJYQ<yT;I@2TXvg)uvuXObIviM{D`?#=u-(Nn{t
zNi5w?Fr+r%V}*F-cVBc6y*H;((tC+@`q$oPck@;R*^8{Zg4bHVJI%f4*Xru_{xN~u
z^n$Y*;W+ps=(PIs%EO%xmDL~GQ?F#U<S*RszE|IvTjozx*c~(2{>1fX2_a0^tBOma
z<B;ogl)sb4wuZ=!g@hUjf}L1O3jvvT3o`_yacw~#SCM}V;&&+EslX{rlpwRz{@tN)
zhjeU=a8#DhoOSdnUg2wFWwY*)B>2~hs%R^sJ$?!DeuQw8AwgfrvGyaxOnyo#_fPYv
zvg3UEyG=sj-p%J6^2>0JgnhRrQ<B$1KU0dIC!c#i&a$3~hUCy9b<(=t(0G0&UeU!5
zmw5HV&-|@#<iuQ%OCtV5@ek3;dn6q^$Poda4%nX}v@-(^s3^P4gD9qmy<rUA=>3{a
z?g$T_r1{ZA_@BPmOd$V|4nmO}!aHAGlrDPO!;{JGeEN<|)S6yXX8>l6glpGBb<q4}
z{3i(pjdU_I!tBkW*Xl{D*aeR>?w0F_grFD+;(U|29&lEP>?Uxkb-=xZr9d)|f{P+x
z=Oyy&{Y8;=XmKDCTO3;RrLZCZrj*o|#9ikv*0q+us<*7jrhrrx9_Gh8R4w5juup&9
zGHxV?pgKA`;6pyB!QyDhkwn}e=L;Q^`m5@Y7|pRHwpB~P@m+0wT@`SvEx;FD)tCvs
zQ2v%28iux-|NOq_0$%jiaIx8Mtkfaqp0_N*PwR<!HwoIV6aL6$vz@z6GfAs&#L$K)
z)tlqQj0f3$HvMuqyG&N_yxR8WFj59ZEs@l^a0`+jR&ZJY{(39HEyc+G(%`16AwO*(
zVx6n^P(~P&!RbuQ&Tj-qx@*RV{;_A~_q)?I1R8KTNm72j<$&QJ)5qT=xuI+n6p6tp
zW1pT0o%!DzfY{26O#5!$58M&hvWWZb>td*xg2d+DU4_E=YHn2co%0}sCK?Ds)locI
zG&7am`wb~~c}P-fB&0S&l`XXV{oQxyv3vIzv39vW#SpsrWBczE^dMbhHPzSM1Ln(F
z50FNBYl8QgE5945dqE{X7j}0mMr3rYau*2k>*plwitn6Ne*~TN5zj~HN&HrKv0P8(
zkb*pLxRylE*t`rmpN4E_#w$WC-x0N52mJ0Ig8k8%^0Mb?A#*Nw$?r~81FOMN@NKP*
zGE1%@QKd0NZldtrQ$2qeqW(vF5*NA?y)+dw=VWO{vczwioFC}%knMU|Ht0XTEAVn9
z6CO?|AhRyC+!@7WpdVUVem87bv6+t5JQu!(GIhdru{9ZaJYD2gz0=+sOn$f*-#U<?
z_H$mNdcPQgdaN;Jz9Nu=$LSJu3)4!Vto4@X_{^(bJEFhaciye(E|0m=9GWlnWr2fi
zg_{&YQ|C|*QXTGSpi)$3TY2Am%(o@Hc+KjORJxMJL#qHDrwvwUWMd#G<)9=3tND8o
z3IH*e+>`Im=k3nu5j_u1F227Cy~l-@I=r0kVdFeL;3HIp&%?7uCtutUu2kW%Hu#@D
zVY$9uEx!1-i{zh293jUKtyG-n&H8t?Ds~d+8~G;4^~$)fv~Px}?))Cuy3H}*X)<@#
zR>FHtLW8}Dqt<uFFfb6|$Bu>~Z=jZ^u*ZS#z~P2KDo}HTN44m2mMP9J#Aqu}AM%@H
z6Gt*KoK*-xF$8#~+Fg8mUDlY+S<SbB6N{@%QUci>IlL-wo3C<8<SsvoHGdezTJOyp
z@Vs3r$y%V{jIW>Pgml(xMl&`Y7`VdnJwG!?E)ctWSk<Gr!QZxQ;5t?YsglWNp5XI+
z9o&J$Gx;qn{mEmTwqBemB-fm5n-KSM>$oy(Ki-J43en(McxXL-M?Irea2jCehGUm2
z2(N#K^cl++dzi>ADB8$iC|jVAKXdJA{KMrB{VbSs#qQ<R$Is~0U)AK)Q(AE6&-?=?
zkh$O+*-ANg;dOJBEgfU`Iq&Opss^j&i$8|$s%H}-4J;AJT*EIme6~S1>{~D{@|lTx
zv~_Yj9u;co%Fu<1Dq;M#b<dAC>iF2y>f2O@kBe&FAAl;K+U~oCSr6IusFHRHl3pPt
zBUr^aGu+VmfrtMRuPgfQDJe1LlBSGIa6ecWQqyQ;Y>Q-;!uJePv&UZdU$qb{*0my(
z%0gk@f}&U`YQww^?HU*VMmx`H^|7wpPCBLZUj8!<G5k-H)RPQ_c{YU-^C4}r@PPF6
zEN^%ec9_mD+?x2F%4IJYp~87KRkD@P@veV|nJ<4aA$j#{W@k=6=-dTcLY*X&sNrLO
zDogt6tKHat|BZuf#@#=U9DIOU^hM3i+W<W3`N<h!vs;dPxJqVS)Df&yC0%pw*hxBf
z>>9fIYY*`xg4!A+y8eZvG$(x*dUCTh?b8Dd1qXcRYt;jRCTwm42$6@KDw}?HKE$}y
zU`OUssxDwLN5Bz!ylH_Cx{3!GT`1_%#LolY00&RgZ!3%muhU>GT_gxcEM2#b?{DyF
zSvk~-08P<WpGgWnET{Hb*W2olLASPC4a?JSAEnN3j@MqyYe0L0=H<IKC&#ff!Kyq2
z<mLC+>8J;U!u#n>F3LjH$n@S-N3%K_{KPt(E5d<7W!yD%opOXVnrL{)_|$$k)wKm7
z4A4D=Wuptj1Y>Do4NO|bOoghbC$5Bp%t6y#g;^XZc&$lygM{#$1=aR_$#PNkWogZ%
z0juHdRxARuE_U)8C!dS)`Q6)t1$#l8OL@7I;uU+=_v{i+{qxuiETc#Z-iLK9FWr$R
za0D@99AR_6aDG@Yt;QTucT+(g;&JRI-^TqG_3JP#?hhfEQ*D#qmt-^augZttxG+A{
z5o4vj>}o4fwAGvmVIFvK|KB0j|4`_Eh&2ZX5BvWDtXToH`TsonzX8^)%>Tgc|JQ&u
zC+B|y*6dt7|Gy*F0xkxa0}Ed0Tol6oaBgmH$s*cylhfE=80O#g$^P8d%WuL;-nQ$?
zB!PZM5f}rzP0C2kx3R8!Zuj6S>3YG4Ak^`+W4GVVWxw8*N$7E7mXs^F@ta<$b7mqu
zYTX+x>(A3?$Zh|6(1uIJ_uZSh5CLnwnt>W5`#2Rp!kRdJos_A97=iFtWDmY1;ufyZ
zax(>fE4K;9nu%|8u74a;`yOU^p6lf()`|6p6-+^9Hfw3;{#@3z%NW>Ps=j7v)uJvw
z3+-&Bm{`go3fB#yPuUo<*)(WhK5B2SBQw76&<xDGlzTAGh~ymZ4z%~#GIX2wOzecf
z);Ype3BwQy;=eA|<yMqpz|Drj^hMoNm0)Hg)LMl&gkklU-amU&;nf&&$m**jSz{p0
z*)SQ3@(3cSF%TKnBT_dhU)N5?j?o@@=_9FA5!D{N6;Y89iO<owN0QMfU}An>Hdi=y
z7PHE>^@d%3vdeBp2`#<gohW8MdMoKf!+A)>@FgVI9VyIUsTXu&Kv(NjN{}|47qd&G
zroX7Ax>+=dj2iQ(J@A>gq9}WrG^y<`3p3>)qrYOKy7^Ei(|0-w4*~U{&%_XzRo$8D
z^80WXR!tBxlwulW2J<vuyu7XBwg`{axa#(NcYAx=2$L*n{rW{xd!9<+<xPQ7W<|7o
zj)@B-!lYuD%{P7nrLH|+c*v0*B4LU`6cnCZqEYV}V8)<TZ@Ew*Uy413H(Q}qEqB#T
zgfh8a=h0OETt7$*7UD-p7}`aozNjg0_2Kdu9}d8=U-cq*q-7_&7Il`ByA2uqHL3m+
zP*-bm|FM@bwBcf{JHH}Ln(TljBx;<)U>)zA{npjbke7j&RJ!5ucuI&vBu-&zsZ~U|
zpUl}C!8=14$!)9Dn}@__hI*mXsUu81{M-3Sp1fcT(#Q*8D$$l0!pbsjeW|%W?BS|D
zN+Y;Cu8*A77~lELaa3(jM5GIrO|Hp8<WcQa3wL#zYLtDuuvlp}*?|s^hNZ+^scBB?
zt<Gr3!gO|a*tqI#{)Mp7_?$i2Ah)Gs{C6KeM_SF6q^7>`^-CWpa7>t_g6QtZdZpU^
z=E6-t2BTQF1Lo|duAV_X;k^EMxRu>zBSQ%D;tj!C`+Ln^nX*Gft`M3o%w_)`hHB$#
z`Q7Nr7AFV(Qs=9=Ph1v1>jtMR(W2*-A;=Ww+l{jI3TtZ3eWf~?khm_)<SE8XgX~;2
z^<+_mV_u{TLms#&-!@gd_D-=c^Ha<p9Plpw<&nioPJeN$=KYk2ox|%D##DoxCTKkT
zR?(~i-oravVkHUSF<u_s&zsG;L132~R&6g!dKKF>PgJws4k*H=G0xMq2Z{(w(*T3Q
zRq(<|_BDOr3~$Z#11Uk!M#MpO6mDRiW=`+TOPdGz4W8EyM)tLXi!Tka8%2=h%f#&h
zkBok{eSP_<Cq>W-tKd_Dm5Jb7L(S{C;%J)8B=$Pzc=B>mVg}lkCEimEZ)Ysi#V!pm
zKPJsxQJ7B2Ajnqx`%TK3F3)ujOs?0D%<Ai($9o0I{d@3pi^9R1-i>r6r%tI}BUyx2
znUeHJiBG>-oWzQ&m+jclY}F(@j|U!8iU$XaQy!yBj&L<OZ|+DvePhdcRL5=tm5cmr
z$hxFMEy{WM=vZ!J-?GX_3L)IP>AnK3b@ppznkV<Vp7&t0!D!`V+qIpyFYGLI+U50~
zp;tdT9KR$bubK7iMR0PEU3RYvNxImp<@^pOSdZCdgrj3W5j>t~$9YGtbhfmp`ZSF2
zZE0qMGqGSUwc5>90e>=I<~!52la5Sfu4)=`O2dtUP2sZO*o&2KjZ|WmH3nFDe+B<!
zpn*}e%ydMel77bX^cmmY)_y1Q#8y*fy<ksuLR(i@E0dsUf8c$API<=Mu#POpql3Ib
zjqS=~C)~9{D>h|oM8kaq65)fz%;54lws*Ny%K~2WQSA88BqwQ08CK0AXX(YexKfLp
zxxzUbb!?Z4!{E<I1%q^MrHdZ191m{Qu;UQrFxdOSoyo&24tc4&=fw$^RJ6fih-k4H
z^2oNLCT~2^TDHDjrn>iooF@Z2jk#~B>LN-QCrxKjO1h&V7DA=Xc5)-yMe4MAbf{a=
ze67PnmvZn6{0RdBO@N2Z4J-*=i}o=Ziu`DYo^PDF=We}AwXZh0wf=Xn4&PpvqaQH$
z*M^%k2h@qRZnfhjK@(IF^stBcguhgcxJ1NTze$fs%3rTTcQl))G8w&+spBs*KI~%o
z>WwQ?Xx6A!VzXnKSuj~x;;%A&;_6${+eW)$V5UsmB&?(O9x_pUAlADPEY?w!kGj{7
zn6EH2GME3rh!7lm`gdbw`CE8zSzEG}J>vLsqT52(qb<&c&a7elpM!3Cu|r&Ui0Nx)
z^6{CkNSPC~nsgg}!f{_OYcmOM{s)infqAgbY9;KJo&JwZ+5Yp0Tm5wAN(G|&69U!Q
z)fm&rAYuI}S(npNb<*?e;I4cb&S}buQtDnBH$$IsjkUG_{QYU#u6$fg>*}>%$1?i(
zc*^qrzaj^H%!9&+Z6iMRUxGSa&Kc<vZONM787QL;G>551v>%2mbQ%|Qkgx2Tg?u?-
zJa<&#HT2r^zKtacsp-^LZ2TjNaGK>+uDztW`i^y`(^PP}9+K!_A$W2RPxpSbX}o!^
z#WYi_-iFt*CA*y$j_#3mggw2Ai-J-)(Md98u!nYncVFQoi3?}Wyfk{3?Tzdn<GO6g
zW3groUQxH%_i0xU^u67~<VGhol^ufvKU6bA=(O90&}j$JoXLJ8t`E^GNrT?1+(U>9
zMPVMfYg}j)c8M!(R|aYGSkX#m{W18nvdphnd)kt7`*}*vr22gS*|Y=s4n*1Bl%<!_
z70qFE)M{Ez41PQ#bIa4ezP~<$eudl%lxTT}XeOt8E^kqj<+_MJ3Lv~SB2F6CS`g#b
zIIB8%7+DoNEu8jRo-b8zw9Djmv0}@?#;{_|d5`gjEk~=~O0`t2JQp>QPTfePFAR$|
zfl0qYr@6-0*VlA7fl;?br6i70HsSJ)L9fldI#=$CQt!aPO6!j;ksw5DdX2v$BO^02
zJv}{ZV`F1;b8~%tOG`sTLsL^-!Zete!6fEzqI^|N=E=E;Z%?uAWEJbSLe_yR&S+Wh
zZo!)|F);>IZSz6u!Iw%n{?1!Lg8U01=5im9k-eX9k1(kCeP14@^87+jiTRsAZ|m)?
zZuT1;E+_kA_*@nGovwGsSRl~bNHU{t+mEf6W+$NL&*StwTM|#Ln8EFPx;T|58TIn8
zks}&{f*1$`zCT;5^?Dcwy{%Q-uFNxNbJ{OA8TLH8SOc<G?Z+3u1EAM$a2|>i567lY
z5wbTVdE!;(ShL$;N~i7TN^kNp@XT-f8XhBH`p3tU-9wU3Cp-<OrOq}rl<<so;OtT&
zFlE)NM%?7(R%*k!O7w)0YPd2k$|oj{VLRyMHo+z?r9*vm|M-5%(nt|gdS%slx9cm5
zEE`$FQ=COnxlmYn3ibWFic?B)L=~bo(nVfT$Bx;Gf^SDRHYZ|x%woN(Op>4Hh%!rM
za~f{OB|=#%H0Sp)q)LMqXMH!Wg93R=la6$C6U5UZ1uzmv2Bau|S<5HkFxW1-fTh57
zTK6cG1f;u^ow{#_c^r2`2Ocms3oc&tN!+c2dS>V%`${<{(<_#=p&8fBHPG#gJ!<7%
z5xXl)Dy=*l!fqD)`x-GH@)Ug+SY$hPSsJDq%7U@<S=8Qa9XN}B)Dt%Zy)um}=UOeA
z<kgI7&XZ#js-ErhZDF6)JSx#Q?@2nRdc<#)G4K;$jr7@=U()^2GCXb_yGS#xPTFDW
z)4GTsU}C%=(Htqyb{X*s&9-#1lGDCjqe`S3{<wnvrT@>MVLB?tA3e2|B3fC29uu{Y
z<BMD>EGIJ71sMT#A-Vc%hcu+&lf{qL(JHiWiO#{H+V*#Pz8khmt=2aPMWPTcUWc>J
zd7f`WUcWe^f81rnD^-5+|6FA%STAuNHu^|B>F$YI`W%-wjUCIMXnwIb+A9BXg@9(t
zsjprPzfH0&*9q&BL1cKSQEmCD^s#D8$4Z&~0lIC``Y&)@<n}Sc^a15HlWl<wlnNNl
zr%`%un3miPb}9d6c#g`JQSP;1w<CYsg$=*dSPr-+S~4=X%6apic$F0avr;&mflW_w
zvAvk$PK4t!(vCH$diVvm^uQ|{wmYN6qNUK%H_kZ`6*0BwUCzwX&X{jUD<PgPEWM+F
zbm?sx?GEs{Y=Xj()N|Ao6s^O3Q5bEaXdER!FFqVPQ`8;*ZW=+71vTHRT~nLq3NTtK
zyVG}}-9Hl33?IoF31Qr6osI^+w$TjNI|F1}N^h;3gxTs<-cJQG=sG_ofS9|+?dxa5
zllQczZRt$u%H`EyJ#BMba;ynX=dJC|ha-L*{kr=&L$!ljN{@|pHGlQu)mpPRLZ;~t
z{Wfi*&B83|w|#ho2zDKa#l|+FFdMP1mB#@=k*U3}IH%k<GP^}ARuayb>Krl-nEKUa
zmGVf`l4w2;y!x><pNFtIKKcsbJs^xK*GbBUu?$B+E`l4;Oc{)8KVK%@63!7MEw;Gy
z4UODwIA$9>QepKAI;Yv$%o*(TDQtTM-<U4h5O`rs$g$(+H`w|7JojBYfTP$w8S{G1
zFV@_gc-)U)^eeZaQdn=93n{Z$dsfmtR^-M^i_Sz=233DUq1A)}xtPxL%ie?=+Z#O)
z+<BI2H7YoJ{N&v@MN;T-bH6{L`=OH^ySRxQ{dY^9fDH<Qp;2@T3cmo|W?0^V<{RwV
z^92R=b)%{1G4v_Zm0n~{aW$S88#ePL-pxY|FriD8RxGKA`2E~641aR@vgF=h(knM@
zRDD;2+oiiLFwC<^#NrcNCG*@tiKXr|YStJ{Q;NL)Bz3%3n13BsFp@=HMoLuoMbFfn
zME}I`g)FNs)sj<d%`Khs;md}(rGZh$avO+laxM*yvo8UodV-}OHguVF`r#v|8_Lf+
zHVnI^^T;AXpX6w@2aHh8O}h22BiUN$4mHP9;nkKod>ii{n%|2d4<Q@-IMh9SVy)cD
zRrd|>s!io#>Cb6(E;Gl*?-Z<c%yN~ljr19tv7)V+ntx8DiIBA6+<*2r`+QC4a4Nmp
z!lB)ZPkp8OgLck)y&&2{NYTTPpAHH~6C!Zmtlzcf4p#k;B#H9#qdC<oEzdk&ix6{w
z3Nqi+t3fl=?(kr~_ry+E)bZGe3G|OsqI7CDjEc{CSkL92sR_wF`yQud*37QP23TD@
z&rAUbbMmFAD;*b{*6m+MD5sj{jfK3?&$W?;*_yg{r0gPHP9<Kx6OXA4uCA4_SsPW9
zI$+h1Ly#T)@{0SLOev1=j%2qxw7ud6%O(E|m+s}9sJa^G&yJ7$P<%$)(v^u?`vtZ;
zQ}Y^?i?~Z5COe(|!IA8*AH14VMi{umgWXZZGS76-`Cv`JM7~aRV^_<pE4IdGo-oAu
zCR{(}cxfE(K$p(7Yu_%4V`TiL@xt}C_6V*u2xUpaNvX+1e*a_<)}ha5iq0uFG>JrH
zwZ(D_;YPWP_f1~^-Tp4c+0BoUEt=dd=f7hLeY(aMla#@A6SJpZY`<mKyw0TbzS$Uo
zIR#NAPohzzEf=2ok5MFO+~3Z%f9MQ+dRTtH->$#Kjd!&iAMEik_~p$tJidD5UDoNB
zznlF0%?)rZyd~gi4Y$EJ?Hh2^pG@3?Nt&=a7i*wYzOs|Ncw@S&Yus6Hxx?rJr<AP&
z)yeL`omy}7>oqFX#$3L3^rzy(Ujbp`NXxMyGCgbMdDaf-4t11x``m5u-^E+~B93oD
zV7Fg>!=;}Mv&bec*|jGNzJN|<a>yM{=1*6!IwgwC`iOHPNmylIz}|mnN23l)WA01@
zR&VXG^;7qk!GXQ`f|+w^8}fH#wrg^UATH#sL}l|-+!eA0f(vtVrXX_!&<F7+_`<&w
zvz#?H8mF6GVB>Wn-0$5%D@S1#YqttLL*9K$ID_IThwzhOe+BTAy@n2jVDa6K(k+5-
z8C59TCo=AGOzH>p-yS_za7>$n*Rq5IMJdY#Y!~?mGnSE5Q!FyTorf(;7+!4Vb|Y9V
z_?|(s13p~^2ZdVV5ep?6-*bDCVt)M<Cq!f>R^@yja(^McVRF{_Jg<9xPP!5mpLt^!
zgfTN#41fQI7a=iDB7lHXh*x<KgM(Z1<Z^r#bf)RmwpMkIV|+55F+Ik*m$&2P048t9
zN8d*Lo=wb*XdDkZ!-Mu%V+p_&h+7f(p~(%O#gS)fH`l>)#dzA~KfXTxK9i+9y^0MQ
z&*y~k<^0!R5T-hj-m&^B=3lBbER$=Q&G|!=&n~?r(Ld^jKlhjau9+TO>(Y$o^j4i?
zmbxXeUwiKG^3-x-6s1#Eg@NOU#sAs@qv$%&cj$j)Tg<g$cyxo8L~okK@qB?A`eFH1
zHqsx3HQ6;bWx$eFzqOTKTosAi0AoNdPi6cq<?+DNgvA<}ZBQ9|#}apD?n~n&sLxN{
zUzyXRx<j_Ik77M*1@t^hm!DiPwag|?vxG_`gpf#qJ5PVnKh!FBvh_Y=?3LAebZ39I
z;F;3p0OsQ->Wyb*6iEp)D|RS0<n)yc*COIQR|ZT?iZcGst5Xumpp*iNs6OXvOe<0e
ztj;ue;gK@AXQ|@9QU-;}31{uMHtw93JMX{t)SYu)G@uhlaN)p3%lD?nht^XkeQTW*
zp@rLT2~I%7#^oMDqzUJ?{23Upcm}aP&;RtW<~7U<xxaGL9+y4FxL6IHqe_CbhzkrG
zqbz59jf@@c6iNT^B?Z;-{EdK46XoZ<e`OD3mx;c2x0WKL$%d3+W#74EkH={EeU9wl
z*C>rdqEiu9iv8S#@*Wm}Bx#hhE<`NF&X?}RpF;^1aN*lJ+oNy@eJwHAwsBo%vG&}N
zb1oQZS4itGQM#GZM+}S7CT(m-ZOQX`w|A|$a|=On&Da&|e>Nfr8})@lj7(xB^4aFI
zG0S1;s?xbv;!W-HG|#S?!{{$B(45gs!}j*SHH49zx1zee9O>Tn^H?(qA|iSu!>Yi?
z2EaEG<jk(}r^Bvurg7XF)pyaCedklJF$~p5ocs9xL}t|uM%C&RJZbKRVxKMOtn+mn
zeU>~Vu|K$xgu6A`&IP^t7H}NkVO9&ISifD(&{R8@7=K@Z8yrEi(nfy%RUf3CC-bBP
zr=!CsghV{JQT#QjN76GpshFX(*7S8aX`lJ|tiyr;NV+4ggl1N7^8(*?^;_n2=J7+;
z4tleze=dn}PFvMWn|viUE9qx|9TLBT51(h%I(|jF)?10uT#9@2|M;wd6-L`hYNzNh
zUTjALYq-obG5!=(r8oL~XgVLldAZzF23UF^eay@vC1ygB-ncIH;<8Jq*L78ZQ>fuS
zuu{?8$QQxwhuLh%4o$#0LT~;yNz_Na3zbmbJ>`?EiFKQKF!BDEj~91PHM)>#8t#Fe
zP1Dhu^F}D62bQ<$*4<@dT`gSZ55^F)SQT$Dv+U2@-1<<T#?ihNs)m_52wljM1fGE>
zW0I;<26{B#nL#Qgb-9hSCmi(eX!Q_gw2$|^2KZ~C2iJd_+>`4?CPbA-gstaz9LtYV
zg+obxMfH}acbH>hb%zl|2(eJ>#ftHeY2l`y{<t*^ZI#imMO;To^ey|kl;LjnZk(I}
zp7{!Pvw&rui)>7qbojGff*FTnZ*DUF5&fIMTNI%I0!IA#C8j2GtJ1?uFLUtB@OVx0
zzEOr=CV9dOYt8H~<kOa^F?!*#y?)?kwSg(yb_ae&!}k*imcWv@RX6SKUIvyCv~%NY
z3yPR+Bu12U%8Nsai@S(U0K8gSzT>d1i027?wLxGY+Iu$&O_w_IE4YB#&yun&V&x}p
zvF7gXxUf*e*t_Lm^wScg%b<WTJ&M_=@}Zhi{NN!$i~f<oWb8hB9}C1vOqRkPjO`Av
zgSb(}50NK&XWO%ovpgIbL0sK#H~-w^RV<!f?jke_64<b#Rwm6?Mi!BJ3eK;&b7XjY
zni~$SwxVV#3s}?XD_OhtK`U*aIMC<M(Q3RoS^airxoVih97#LArRvsv++Mj2F3H7-
zDO<<)bh9Hw9G6b9B{x+Lqq6^%p59q?!lTYDhiF{*m9_^j-|(f>UvEYi?T|@Ft!VtZ
zS49T4WlVHii@%)KzmoZ=ioZrqz|>{{bM9UH_oghS+K0A4jyRlCZ`Xue2WE$p4l|FO
z5-1_|V(E2fO6Ne|(ighjpx;ZK*CtGLbf$$ks8(2C#ZFM_8eDMhsD0yYWFD{RGQ+4y
zidL@H80IuA-EIlSgWD;82G-?v(QVKB%ni?%>zF80qO*-;{Z<}Dq<F=@DGU$}=eX$m
zSnY~HbIG4(>`kvBB3L^OwG!V)$CXFtJSP~YqsPCQrcKy^>^@Iyg@HLqMkDnd3<uoa
zQc6N8iEeCLHO#amuBC}v%(7tDlbC#$KF0YRdYS*-U$f7sj%sYkH8Ss)IIv4s!>8R+
zmI%!{ePBk0i@sD-+lAK$VBS`LIgZ1Ru+uhW|EisGRtQ?_Xk~gf8bsg;7FpAteAC-C
zdBmnviOm1?9DAtyu>ns{tM(VMlpac}ob}Gt=oseQRJ_kjLtfeKXtCeDtBPyD%EPk&
z>3QqLp?PIKYMkuCWqEyAe1cFs?po_~v2QvjZ#cJGQ+i!*mfO&iAabQ52g!w!zN~&P
zI4+q?y1YBpqJ>WU4yS+bYc29xUALS3V^3E@mT9fF&J-cqYl?Eo989S8gU?I{Z91y-
zs--~9xT`2@x<MyN>c9~yl-Dczr}o)~hb;{Y@oL&V`1aJ&Eth<L8<Ss?3$XN$h}10W
zGN&RoxNkv9qmtKN=e^veZaio{&5;85oCPmbmi2~G-&BxD?rVG()&3e$mFY9qLI1fC
zJMN*~^$zNhp$J%E)l9!5&PJ)O)(zD52(!X(*{CB{2cs*IakAD`v%7d<fDl4;)8?)c
zQS7v1<)YNJuNZA4ux{8Vl@vLpz1C4UF8qh+gh=expb05Tv=usHME(!j&M7#vDB9Ms
zZQHhO+v?bMI=1bO)3I&a`IB^P+xE#p)p@x0<v!fn?;BNXu3CGJF~4CgN#<OMI}+@3
z$z2EM)tgA)bjiXQhb=TE{Ij}jD5N*n#m>e#4obUaH^iQdWJf8cTZ*aIt5h_qmcz-X
zSSIlfQVCF6uPAeh%icAOzgp%Rb76fO#a7>`>}-xbr{2d}9kb9)qBBN=^9L||tn(zL
zhnIlxw^T$pm(jZe%rOl+xqN$V&5FL|j;JQ?we%Eq?Syqs{w1izL=qZDCZu<YZ@htY
zMr(TH@ZHk+skFbj{2P=tdRuTF-SRgnhu1Bs1i!+_xK-m1PKpkWwj|ZrG^_iSxtn76
zcPJXiEupmc=SVhEHqTkuxl->otANVWLQm`QBc}?U6SrJHz069$pba0n;Wvd+)R)$v
zYYL!pi`e=`==LsmnhbPRCU*XnXu(+RKtE9rqry)@mE^GbA`r(P#Zqyte)qYs3~bHO
z`b#y?LrDBAI61jR^e9=J_l#0*-_#9Kj6&-ut-m%@*dW=;N>%Z)mQp?DU99vbwx{Q@
zaT|=RCJ>ht8~hGX-mpW&=WchQE+E)M;Kqz%(@EsV?Ct$GLXgwC-R+-mYgSy7*kXUv
z&|0>nPp(*_w7vms#o}p!(}&jyHXPF`dT)=$fw$Cz?OBXEG<_xN{c|YikIJZrht6{s
zd%Nngvs4MKno0X<23OxoCR69=ZNj2GG3@Q@k4;Vw=V!a$>dT4WkT$4jsueZEqbzio
zF-otlB`CbNxv)g(LwN@e8Qm-%e6Kkzt@wOGiI@_I+qmPg`AjridMg<8I6Xft-b=dM
zfA~7CHz=rOtuTT$Vg;hd7ar{I6!Jt^ZhF=GCa;ys!bloNgGsKZ6s}D5-I#3pMt(}0
zGJr>EShL!WFWCt97Z@2i1cTb+Z+F}6kN6`Rv_13D(LFrQfs1ZWi8mytc8P6x^uGP+
zy52HVR-Kdnvt(*fMBy(N5gQ5P|M+lq87<jTy%uwkuG--$;+IbMZyvVl-$N%hVo5W3
z+tgIG@n64Qd#+a|8T{vqqXKqS2zN`p>Y_>(3wwGGI=#+Kz%Zsk<v+%EsM*%o>dp`U
zA`Vof1@za07(BOcSn<mA_HlZ81{SW9@$U2Vxa;kY=lOP2Nrbls@6n@JYxM{Eld=@n
z#j<aRVUBXtQ>skT@~MI$kMMy(dxlf()%7AC7y1Jk$>o8bMP7u=mg|XgPKUwVyiKM8
z$zYb@?(7f)=geTm;cJhfkq@d6Hs;h<gP#iR_m$RtCL5DUT`E&w%{(n9L^T%Ziih%Y
z-X9nr<mIf%_*}2+@$G1~)9TLtb&4_^h4$d;<_b7Z*N)8~E2etDt{6f%!Ori8O&eCg
zbhG8UJE@#P)NGl?nJ@P$M%gmBA|Nmj=t0MIzhF0hyR-Y6HD*cPe*5NpPG?|`Mrvxl
zdY2SF4hTz{BoJ%HLSQJt6^`Vo37(I6ZK|k>DQb&Yj<?t6^Vr)->;3-2{B>Lq{JX_L
ztx+ZvMSwt|XjX9)-M3TGhxg%(qM|wul5q@1<Amq3m(s{Vbi2#%>tXIQ95@~{uNMZ|
z_x;K4<S!`g&mUjD${Yy7Mfi+~5yTkmPBxd>@GSDIT+ln|FErJ9cEmjHI<v+3*JMfG
zd+~4#Hyd?&&5Aa^nuCjcBD9U6Nj$6QY^{-&{;Cb+1=eEC;V01WX@hp7$riiy7W)_P
znUlcoEDh=-X${@R5VCrf_ZWKQcfxhh`;vo{W4emDB&czKYozG-bB`BkQK?_h7ELIX
z%+b!pUIi?}OpzUSKYSd`?>}vBz1X(#$MBf3v8R~<^X^)IJNl`7NPe?SF^tXJ&UY$1
zJ3B)EN@}*}mHGg8hQQKmg}9R$Fpcn?K?vH@`khB+ziG6MjF8&KBEJ7lvK+-|ov)Z;
z7Kf&vzsZt9Ch%L5@@apQ(VnxOD@Kw;Un@_e{{rND+$gOT`kHhMRpere?1NIzqEKzZ
zZ4wzbTu|8{W{SaaTz4#WO$ImG1icf5cLhg$B)Qj37~}Bvz3G=^?2FM@U+w$D$-fG#
z%`<eFbUN*+aP4NSB_k9<FlX6_9`$+1Zo+0{Y8QJ_SVD69O~MfpU60ACi>axYho+RG
zcxb0NLXxe}u#ga@r8t}8pXJ|dGTD(Def-JowxKBc=I*fFV736!T&Yf_I?$>$M<Ngk
zi%z$*dv!Kd^)EAh@UFmCh$FC3;OgYbnXVN*iec7+wt>gibPcgge8Iz3MJ;>Dx>>s%
zTKQTeSJ2DzdT9~XLXlvz*Jbcb+@(Yzlg)kz@b%0691!M3&|INet=0neb~cZH73cqV
z0)&%3k3a|4eH7y({-@zIhq@zLYzy45q*PSDY?d1+QEi^~VHJbS#6a<fxjZC1wA(LC
zpt@yEI*=m_oMc<FlQ#XA(CxI6x)#yN!<>?C*Q5cgF>UflX@L1)_AG92QADD9E6Fce
zj$kxCskIK_0m8bOBCvKv0Tuqe1Wezuz%jhcRJ#%iU1pjNXliEMOm>1j<|u=OdhHdK
z8K3KX-lV*i%<2?VUIFlDWQPpOFY1ks^@H(IHO$F!o)b)${L3a&Rt51TQe7zAOn%`T
z_k9PJ6|r{oJOyR)#4xlQ8-c8p6T-}8hWRCVN_r%nBRNXkCEE|IFjm4xzvzSZk+@^!
zVovwGW~qWzsYgN(1MDFROb*J*ef<p5sON;)SE&B5TGwjnnbV&>oA3mR!Fk$dosNqN
z*2$G9Z{)uxe!+2^dK-zn#i7T=8=Y23E+=zb6zfSA9AQR^U^hfEL5SIEsdEZl+44#H
zG;Xs<&f8Vns#yPjzQG<W4JRuzugZ%&nJ|o`H9h9`zzXy_$j43OMn4YQH}-jdN*gxG
znU9p46*<0m+3&1{4*!;7lt{15H08SiUlXN=hmk#U*M3dRC|r^Hy<yjaG66JZ2twbR
zr`y}5@B!|E1OYTtkw6fGTmphCIY*Nqzw4Dna!M}N{{PaA`i0BYXwZ0UDBQ2KJ+Ym~
zj5K9=)7jT1=URx}1$0MdRsJEylO*s%OL^hjVjDpA{>VpNH%aJ0&I7Q%o--j9fr`0&
zzaMUPgWsR8HoINkm#VWk?e%`tqNv{QVp&YaY(ej%hjG-=czkZ3lbyiN_os`k*Xy`T
z-B#PJHv8#`!)VNz9M))PRtvdT-;XwBLHO5>0(<$Zp4=CM^ar;i@vdbfU7Ey<W%nqO
zUj2v+8wRBLvzN>ch3Xx?h+ynr5WmY$mCPfvd|VlXj#U5M(!pCZ#v%tXmo^5O=~Nc)
z0s|o+=#y3(wgPom9u;hvOxcN77;*#_vb5r)bF&A70o)<2Mp;XVN2f)uQv+F}F&GU7
zLW(ET=ye;ghZwYbf}m+NYd*4|e^fi2?%$6%6jl1~h^R}<MxSqwxIbLBu@IoQqcHg_
zPKVV7vvZA+0_*oUe~-(xMvv_;P)Nj2kC&UozoT(^TwZ7YPFXExa(O*i5Bfu+F&Xtc
zd{(!=CsHdlYd71x?w4{pJ+3$Xk#0`L7y2xOW6pK8hTh9oUgD`&U8mIa*Gs5sxreH8
zt0tHUTg88~t;$|zc2qVWMtxa+MeE^B7nnZrB2sDqV(mu^@opc!--I0*GEA}H+y+Td
zT}g|=!^2BUOViUe13|zu3Kp0mSV+(E<If-dR@zrBB6f8!XJAKX2Cgo*ibekDkEztU
zJ;tfl?AD9r+hyvVJR{O!>oN~v(3Q^Gop6x*VMw!PTA9^xeiy|K1kH1U2h<Mysk@_(
z)lv6GG8i&MJn$dHK<E&@h#b(Qj!LzHb9ar4O$Pq36C(37;W>+Eo}Q|{@-UJl+~D;N
zQwf_OBpB(aeR$b5axcm|4yt;3LuSCv!+kY+OMaVT2^-_FIm>G=lR9tKMm-E)^@yE!
zqkYR4WISKAS^*SHCT7WfDlRg5Qzj(!3pgt}K}p*!8cs=ff-~({{`_~-^UiE72q(2`
z<f@}wb=ffq*aGIkp+!x6Jjd-r)x7VPMwkc4%F=(x#$D-;ahjAZ*FV%-ehew}joYF)
z5<&1qMN#By+G0&LBDs?U$>X}uaTo_pWIANU+_o736Kg$^M=xdHI<|2%J>zRu+3-85
ztY{z6lq^bA8s(HpfQgb{IV3{IERfyc!xe^4vUl91v{{RDcHCF==%9eA-;Hz_m&P?{
zsAbhmWrSR0F*~BExD66_1wIk?_I0_4W(?o>>68mRO?zA`<lH(Bec6p#6KnL9_isHj
zR0<fsf5wPHrsm517rZ!cpbj6oYcq+#O0y}B$Nz->RWcpm+8Q4r8SiUOI(k$08RD<E
z9)TL-377;?5>7Y|M4Q==Oo#w}+noF`z&d96;hJ0lOVnrOFGC{J$A+M(e^~4By1<~?
zAY2(z$yvq^N{hW?sOOeEFq!R1;8Bv;jh<kb`P)MNZOT3I?XX>XIc%WJY2Qp^`d3Vd
zq@n_@NcLw)_^=!kWdSG5<2BF|*}?x%CryZxDT<!gD006<F_Y4_;n3Oy(sT;`yB2|9
zAW<)7_BG^5FT$}x9__jl+gv1^`D7KnRiiyihE<oZB)>GjLw7FL2v5r<#`v3dUa^ji
z8?0yfuWlmXNglQgsMLi(u4`&sUmq0d&>p4Jm#x9^&*S1b<Cuk83gPGcheierYD`Ky
z?v@ym5inj!`!G%;eFEAc6W%5@Nu`yhX`L62{+B>U(e%-KK5lSl5l&H5rKonYWUlo}
zKvX;uKUlOQh3`xg<RC~^VcaiL#E8O5E5!@_<cO4acT?eq<O+(lyG%mQ9!ZKK@gZJP
z6~O6SkX(AzQ;dlXT0T<%M^N<<C8JpJ#}j=6gI6e@HHO9$sZNC2{lp+WiRy8v2pSB<
zC<!h}v~+d4B28lw-~>6Kae>PxlTr8CS|hb0pR@Kf_{iY6yoG_5ltqU~pqwkIFQ)2o
zey>v59F5W)UT(Jt93`rs_@pJ7a)p~t8lMT@!v`AmR{AEDIxf;v!Yt#M-*W9Yv4^x2
zx?(>Q8!1HPMI6Dyy~z66_KGp%=tWmN8+@#PaNa7mvQsOQx))k*s0~_Jwhb0_ccCz*
z3Emgu_nW$bC7QZ9jD`FQcu6C#-C0%X+<odzlrvKt<7qZLEP@u*+{dT-LON>54R>9V
zwGwC`M<H5H!g53YKVwQgTi(C69p5mBfMFk|>Pr8y6<O=uG(m`?akx%4zb?@!GY5eb
z$Z`ZWKfZh*p)a%CmzX{`ETa|B8RSLm{mWW?vnti_mFOZ=_%ntwlc})R>&II?Vz@|z
zP3WP71m%=M{V$!N-iqmReGj=&e0x6bRjQbc0bg{sBQy|2I4S;_$2W9}PhdXEi;)BV
zyg^-^D-$|%Jp-=zJ_l!tz|_11-L_faw0aFKe{KLV_PZ2@NOB)N87_v(7LOqP9{u~c
z{8)|$P~6c&rFgA`s9kQ=#Mxg;APdJjvBr5pQ<J5L-#V`#jzOu=_^EE<{=EE}xG&Jr
zEf47Cgo|7X9fZ3x=1S@U2pxq0x{cXC>fD`0bVQ72UC_3>zy&~FE(hpl?G=~u7!ZG*
zJpjWtoVXn*;Xg`D0eX`V9)#HXFS#0M!$2zuhyIXMI#--2V{#{D?NP}So<jon5-;YO
z^ff2sl8X#H)nm^(EKPY*Kg5?2tl<wu(BI*<aO$_`I(x;baj8{Ke%eFvEmhj84_9RQ
zl-LYwxKK}8=Ap%{AV(jx${De({!Bg-f^vjXLo-rjHnGgohB_J308sihj>8ySwJYqj
z-RjfMk%^tJ<)C`5B)kt2rpSN>`?_0M1h659q>fh;<k_Dvtnkd#B3wFJvxY5f9PXYG
z*?v>L#9U+em(+j;GqmeCYulP5uYJ>TU)m-g??I2Y``p>b8e97V_kY}Lt6FwgP%X%h
z+?z>xnv|xN6qSjHY22AUjbgGJ)%a_KZubzwtQ|e=3}Y*5@a6kwz)Vo%;{hKWo5u1I
z3E_n}hvV|R*(3O~+m00xIgI*?yoR}89|lrwYrPfHrHrLO<Eizk?CEkXQoAVN1?r&O
z>a)Q^tbW_)E(ny8YgGDn96{IMw8M~Jg$5IlFd{VpPeG0hj_51r1EC4UIC{g2Q!_93
zKHRA%un?{w;Ag+DR@c1J?y&_}`Asvd;R}#YF^HTTSAdu9aiNQB5!&WOc`H!|{RAa(
zM2*S%rep%#xm4HtvDcv(YjCr>SB-~hlqv{ZaUJE823(H=>Vhko*l}gPe3fFhiVBwN
z&Bh}+hZ|wCdF(ejrYMs~kVC60yip^dM#F-=JO`MOcOZf5BZbVacXUvC?vkjRT)<7~
z0-tq?8d+HyEa_dKX{5&>a8Ovn!XU`-tc+!WdfnL-4s$vhC2tN3QUZm7QKj#%8{m~A
z*VB_j%)(i=tB8s9dRVj@{jlSlR|RPR`a-rMN}047@TlYRm|4u#=?O94fzOtsC`Six
zAhSu!Bs%poprnQRs0?o;0CTkhMC{=yYOSh2GV1bDwjx@^pKT=}>RDnzZ7m`sGevnu
zr6t#E7+h&@%}VwHRlXPOEYCTGk<uTF81cWn6NI|RCnl$WXz~$frPauVIgGpq`<h1Y
z9cS|dPFqwe^E_bHBVcWAcS}|;!=v{~WJ-q74n#s!K>K(>NZXVYK&zY#+{gzEJmj~0
zPa@azz|I&;g2ZoV>X~D=HyMT%MECtFJg$_ApqWwln1_qSAduKZI}<kMYWwNMYmgGS
zP0cxK`fOPHgeS8HPTw3NKBln-**{SPnKeJa6=2duAyVZ>7N-n6{e@@AYWEGT+-zra
zoRqzDs{EP_1n3mSwBh*%7!`9`q`Hs$iGuGDysc12pYyjot;?Z@SsXW<co-PRK!i=B
z$E{~$EKccV8>E&=Z}o1tB>ZFp!To*b-%(o3-AP__SNv}2Ju7cS{UCHH5#=e9Gxul&
zV5(@;90;nY+lGQ~fdsyE=BJ?z4Df+I?Ff0Pb!Oe;^7+(I?aZ-PRi+?{6}D4D?{$S}
z!Mb)FbhH2`$##9%#7vkPSHf=|dJ%1E3sBzHXv5wyb@`zv!kF5Zm}S`zdWgFp7=Sy(
zU&-7c?&REm^^e_rB%?vZ$a{tSoN#_woT7Dy9;Wa^n3%??-uOJD(n+`;7lj@_b`87-
zetR+z<Xa8BAMxcw^<8_hZ-(h4e}iY?mm7N`cBD9wEz)^KpG(6|-}A3P4`(9b??Y{)
zsUp~$!uKGrhJ&nKD=fUQg6@cAH-iOOCLy%HG*hv(PR<QH8#*>W>hrXF&~ug&A36}~
z@3oiID?B@cy_1}Z!(*%eF|@GCn;XtZ&da)KN7~MX4J@Ka-iTx~@D8=5A=8T>!K%f4
zR|?T>)BAH^^TP3`UUR&6L{XN-oK~*gFfnK}xuf3^?*$KsMcP<(8g$gixN+R@7G*46
za7}U+q6X23ww1-B(cgH;ttX7}ll055V>Hn9=f%8mF8cYR)__`g2Gyj29D-_-a;R$h
zitb+!s{p&dQSeYZLN7b?Jxu+;X(K^@l@U9p@_-&`nSkJ#QtI!mUhV%&O-+~u`RXWo
z=ix)02F@lQw{oFKB-g7~xrdd7l6qh!A__V%>ubDaZ$KSpDO1`GVCtTf01q0e#)(&M
z9ek@I1|(@gmC9FKYfJBzk)({}$#AhQa35vL!|e9xhR@U#VR~ZpON@HQ1ScCe%UFIV
zm;Q*VnV_CRvH^-9x9upCRUNMNlkV2-T0hZ`B6lZ71kim<u~aU=lMsMf+Ws(IQDE72
z$~dE946dZG>+Q-4cGD&7U6s2TetK*J&Q*DnL5FY`uSNdY!IPXiueH+ww_}m+S#szr
z8JDs@0dhgq0+g`4b0EIlOg&c8B`*OPU3Q@BaQAe>6dy&nWi4mkUhd5+w}Pi$7i4q>
z4>CR$STkVP2!;Cc(6@=eFOT)6zJ;uX7x2B6wMR|MYqJ2o2dzcMvP5T^ah$~V=d0gn
zUurwgL`o}EiY2eoUgpUnt1q48;EOC{wOB!$g{Ei(kNAb>1c+b6bK>K=V68Hr&@)Ll
zL38=Fm?V~(NzzKZyKV-QuH%U-uV6Eq!j!_MqFUh8XP9-^acm|ZSGx|WN!7re)7(R&
zALKTZYcZurlJ~NkD)Agk#r>)%Zjen(^Y>rjL6>|PK=~p-UmDcQ{D#d!8Y&68TRCc*
zu~=&xPZ<u=8a|4y-gls73sU|KPg<|z3p8BK=<Q<0vVqRjkv(^SwWsKbUKpdE<Y};@
z_i22@gt9CF9blEoTrzJKH1*H+I!@#)o7MNs?S=)C{b}X5I!1dQW5d6{gQ*(dML~o3
zWq{NmiAw+ore7Rx27(n43kJ;=)EZoEDuWl5%4p98WfkfRfTLv{<^)4v!~k<UX5qBy
zu_I*o?L7~(vtHs(Z#5+ZnJ-Kk!lz+uO8lTCFNvTY^N@XlLNDtP3JVtkmnwnCJScH?
z|M=d)O8pr2Ul_xiC-#cIq^&h(%l&d``0W$uB+_a}wKbWk@{5qm+SHa!@>RVzo&6JY
zg28~v*wj%x`dkkS3f8%t1D?9sO*+cOAlq<iyJAvWRfQ&mws;(p7;GNO90uE%!7oWm
zsP1HN?1LP6n4!PE#iM21*UdgOUtDoDuNI8E*K-=6vr-!C{0j(~kmka6%Kz|inq>k^
zSps#BH@ok5BcO>$e=U1nO)GDOxW7Ea+Lx>yiqVvbD4C;?det^<Y6UM~)M3}lFgXW(
zB1(~-AzliH+;Z1`vXqwwzjk`Z#TDlz(@|$e?sTwZ`@|ub&68}j6LI`9*(mt+rlDy9
za(C^BMn`g*LUi^OZCTYC-q6n-A;oRDZF8o2k5M=9QAuWlC-JZ9{$6|a$Hv;r!fFQ%
zNs^J_ulH$LKr{lE{k&x9Aqk7vfAsTt9;j&x?)l>fA#~{4`w&e!IsN0(3)y631t8W?
zBXA}CN)Z&$eN%k2vjZYcK2y&(0&*`os1$glE82i%$?n8dx4i?gX+l))><|=Gg#}Dz
zHPr7hFnoaV-@2b9X({W{LNF7@O`)!=Y}^Sv3R_%PA<Sa#O3{e5_3WULqj{J7HaszC
z`m#7=+&~6J<8sQX0;vYJY`0RCl9Ha{lhg<YLht2izT33k`2@TSJ?IkcG>gm{U^Txq
zroE=BWGVF3gpDR$pyZ`n{2gAr2TxHd5Pbf@E-sk)wBXc%pzq*b^$J|iUjeD2rmkEC
z7w$ywK&@ZLYI}tNh#91FJ(&g@Rpce8Hj0s3-_tL;#eQHQ&&vsCdi8w>)?}uU+o?Jb
zaT!^q^)eISL!C<%vg*zlO3y&Xgwtc0YtRsX_7cX(96^JKfjS9^)nf6-Zc5MmCeRuJ
zFmz-YrZ#gS$TxtXEMSsz5sZFncouS0{-BVQ+#ylc-e$r^%UgFnqcs++;=n1yvolfw
zr&KWWhv}LFddB7Me%z6B@DLO*^;;=txn+r%yO-5~sXXQehcOB4vxYXCoRQoveun-K
zFCe>=1*7;|5cH4J{D&CvX*wSBln!cJLejDv-l0Mj_}DQDJr`wqDlD0v8Vicm^@D3s
z9Q2g^OUFZaZU@Ue%kyCz+sN?ucS1PfTXr}HFiWb_7L+^ma=C9p1SKwOOCN#IjtX5T
zEDjW=MUaM1%EX!yOCU69qZpK(&HVNaOB`st);cHMZ*f*+NbA!WljHvQs*MCH7jFvt
zoE0Lp!%nDO8<6YPW*G4s+^AMPcW|e={ZilCaBA%aQ_vuUK4!MgAZgZtM2)!@uS!P+
zd^Sc0&>`My6>_yEK#>?_djsp!5^!1zFxR5i3;o>f1auAa56$0c%zyU4V(}&xENPV#
zvG>Pec3iE>6hOE`NMjvR8r&Pom6hSTpNVp9A_FBEW)4*i6k_ECpz*Ru2BAUWopY*#
z<4L0t_futh6ay80hD_GzV%gp&7?Zo?)><|<290&y>9TFlk{Vf*qkM#UgBpNh6FHE)
z3bOE0jquA?TH@WfI<&5X{2a=!Fh~09qS>E4FERz8+!i6)ptOZMK|oS{U!l8Al%__m
z?vT%@5*NYSuY(8O#1fU7{dR1>N25lEQK<f}lcI`@kw<GtOzBtmKRd_t0-3e+E)Y7P
z^ne}b$sif7Q|S&=<M?AoF)a#)rulu>p2#fmLfhv!ANBIuP!2zPd8zv<NkQ{^j3^od
zkPVCoB@WQ43x3^-M2ZdMS!x$nJqFg2G4M+|7a6K0)u{@VUrleXP`l-lu#SplU>H-}
z5C>T3+CuY|mzpjA+yUau8z;qNDm0pbgO)tv{3I48EtalF``5CtF=;vd?5^5sb8J<c
zFf#?Re7aEQdw=?Ve-1k;#Rg9f55zzy;%iA4oG>MUreYMDZD92YhR)+=WA4ocscV{P
z8j%l+_qOi3zWbO|WMjEw|3V#K!!ylj=_JC|@dZSj4?g@+^ndBj6Mw%#bTpBsM2gQ?
z5ISHD!i>T*qQilr&Gc%Ekn?ch@Op_5gsebql;g3qM#H@O^{$>#G$*kC)SCSXw~CZ8
zJg4U9k7R!vB1h#TmXr_#qhHCosv2US_!}YQ*_t}f=(@BF32Dt(I6Gep%W&lWmR&nK
z6?w%s^H-l}mj*E!%oJrjbHkrGCs=s<yurvg8>~D2N{GY>5FfazKGzL#M#?4++&`8W
zl45d?&cd?A^+U{tnangFwHb(UFeXs>;LLgV6sbJ7?|7I77n&Jbc+$OLY|#SYw}u{D
znamL?uDz4S3IxTA<C0;i%ycWG!K;?l+`5gl+KU{UPn%aGiz27%2a9A~mpN}7q(COF
zY4i&@hAEnzVV^4?VjWYRu;=GIDdUDbI_m_Z{XT5qAnTwi9av1&?HbdjT<)t9xsPD}
z5EN9_3pZ5RE(20^3hB)UEaNpNXKk{i)@{=x^pnvB#NP(AwJfOPZlJ|-x+5HY(RI$%
zl*}^BB&;?b8)?Rhj#9rkmj%gUQ^PvUAglQ$zb6)uA(g(2);RG3B0~0Q$`B%vo%|g+
zX3kM9$a)6W&cV8|RLdn?XReAx*C~q#MnQtC*_-^gt#h4U@M`TH^}J)~n3}5UplacO
zcd-)Qq;;=+`ag4+3V>Wm<QQPvoXMa5xvoB(WP4>-%_v-Gwt|^52c9%x@=7f2;jc4C
z{Ug&m^KG|prifaTWS2IL0vKB0Pr5sfgba&A;8X^@e`9pj(+!hEi+W1j;w4O({U9|=
zdO2vHW(NG!yJATNJF6I=Uw8>t9^TqEI-Pq%J&YTxP+>!+9e2x(Aea?502WCd+&Rqo
z9)xNyByy}1Vsjo|JoRt@jKr^x147aFhu0)s>ud7N=MOn&WO1~f9Liizi3<uC^a#JL
zxMnz3jLl%rMCHK@@aJDIq+?Q&ko04w$d=X19I7_#S!M{&wvL&en)CgWwOjdK$6F=H
z?{p&S@In)UhhFembGqzFy!o!SjT1XfwnLM-fqkTs%DYlXo)ZOJ;sQQI6=kAxI@KJs
zZ*#@p2p58$FE_M~F{Z4kcT@{!S*zaH-IGn@E|5f?O*cv^H)s+*q&!iM9n&X1m@6k&
zQE<s8<ajWxG~r2hs>(Sn>eSa)*ZSNI4)+k={YxToGTi=@+7jcbaRi}Jsg<ifI~nYd
zAS9}+|5}g(ymrRJX<*?=Vt$7F^~OZ<t)xwD2La!L&6v#B*MJA#>_{qc^tbV)<tr<e
zzd_0Ulb5hxc>HxP>r2yT%N081wyQGgHj55R9d^fof4}wWK2M6n9ST{<wfqxlqCcRw
zm^w*Z{v>i1OdJxwkqM5v-r4<S)D}P#&(TlPOf#o`W!CvSGb1M}FE6bS6YcdaK*7Mw
zP0r3v&#FtmXy3;e3@^Q|4mn@v_M1k*eIW=-7l(CnSk4fq2ffb8>oYC9=hQY-8`b}l
z_V;rTAgVKMIivvS=;$6<sfa-Ns{p_$h-TIr@o-fy!T2<W+g(goXmnoDlWptz0$MG|
zv2>25HK1_6FYq-N<e}E_3^mrN`k_(z3l}h$^GlQAK)0}*Z@hX>qUUb4%{yuXp#)mD
z#*~~QOxuXNUdKp-Nhw^Oj+kwf!+Q8;`-WZ`*-9!8k3sUx8!3hZi>C^p&@g5qH<9Hq
z(K6vGqJo>X03h;KbxG33U7eO@#*aNCdZ`6%pe-C9>2nxP<$mOncDIV3cB9BKIx8no
zcnO<68FGS`CNAXrfF%o7u(U%2fkXle_3u$6QT-}t|86`C!O-a}AX7p0L!DKM*l@k)
zt^!b4A_|D_Qs>RsDt%hY7){BA6o*ZanPWK-e0BCwxQ^=o0Qr^yGf9$!>T!@Q2K$L@
zG|+5>8fwhkz*<WpM3-XD;{)JEy^_H0Jb>#zl|4u)z!w-<VfD`N;E+eXFJL8<*q3vc
zQKe!0V2Tg<b;{ABlRzh_cU?SSW<a#LdkVL35V$$kwNTT~3(3J`tjH}4exxTd98q4n
zR7XcHQ%qiL$FL-}++4Rk9lQnjpGSfiyM|%_Yg>7gD3`%~HJNlv(K>@%+B4*|_ULzm
zX^N?7k_H2aS<~<dRuJ22V%<AknmW-zRVGNK+#RGN#%#Q{kavUZ@GaMA<A;x?=-V{o
z;@Jon=vOy>!eWooq4MBhkL_6hwQg?iy2#!>uO^moQ(Mt^2K+vC6Ka;c9^MGfha2^J
z;?Ot7zcD0Vr90r3ltK8SYq&l_xRyK=dOO=&6AXXR+Z+@ovd=zl$)Fj{7*qisH2Lc(
z?GRO3s#VxZv8x1z%nOn>R_urLM%k`^>mUykk~knXQ04BTf)$TDA-<B!=IA7WL+dC3
zf_pQ#j%w1%2G{+|7)16BB7KuOdJ*CkEgWMYBrcT#?>atyI`<ox{9<PnWStS-;DS3d
z8#<O@9q=VYSvA+O&nLJmG#24nccvf4(T@h`Ne*dz<2R(AK6Ba$p<H&lEvy;_yC;Gh
zS+ibZQ>~Wow*j_7r!i0k%W6kTRikN?)GIZJn#8(0i2WYktL(eO?>iinwKolhK)qHq
zxH+?6)aaAVf5DL@4Cnq?uDl<pS)D8ax*T@TS|qf^zf5M0u8_wQ&M-#1U$fKwf06}*
z>w$9#O?De`GLs#aQ#tS4Q_D9=e`>7~DB7gkg85kY#pfKt<cb(SX@78f);fS|m=Y~u
z_rcNZmgq88(`$K%R7@diIyI3|<k{qbj+I`!>V=)%mT{^tpSdmapeROGOmU3*EVQLZ
zF&ugnbRX)1@8nIopCQoAb<FxSu^Vt`hA`T=qtbT4oc**TqFwI1rYYrw&P-jbbs#c_
zq)rZ@moGC*eLP@W;fNksKva;OAZ1$Td=h;v@I+=}Qj(+y(K<~Xn6VrVH>0d7i{gcK
z<jt7E!ZK)BoItH7(}dSP{;jSSwuA#q58rgET>HTp`-0*xp~H^L-QQdV&q?ncWxK%~
zv_+_gfl)3%1i}5BE(okn*Wj2e-1b;0t44Dk&BRhl(!3V0<98?ARFJt)lq|**u7du#
zb8x48X@l;RhMXPmrISiq-S&^7sAUi*a(_fgb7KCVsCfs_Z=zd7Cr;Ym!(>hZ)g%kt
zH9X!acFczJ6@OdvLW_arTb9aX1J9VLs%iMyX)abT|5j4KTPiONY9Av^HmzQRm$ei9
z&On#XDhwmNRwv?zoKneCMSF=#J&^nc7rYOo8-oXAr=mn)NWVaNd!reUS2Xb;etfUg
zy}xWO8xiganAcG-p2fsF5e^t^^Y?fUR^|2DZMVrlGtMy7Tp-q1gR3y|frF7iHVYZ}
zj=oBu5-&s>V%)tdmRgW<=ZtO&>hZ9{m^IP+0L!UxadCHcU_Q`mHXAg$<9E28uQuwY
zBV7Jjtkjul&F`#iOb!+~5yH9GSCNxS@+*k%nIU&5gyEV!BTA$(CSDF8J^Y+VSqfDl
z&r}k@j5-%#ra+@-(daI2i;s_Q^)RA9quDt;-Mu<Go3a!t|5v$#b)|6PtleMs7<vsq
zEtSSaQYikR+yU5Ch-RDD#<&Xlh?yaNX_!e$r2bUZaJRLM5fGD<loa=63i(NSm1H3%
zA&FCnheAa3e`bh*{_!`3gn;$_eq=crj<%Qu$rJGUpn~p#W(s@vus68x^}Kqx{Tq&O
zvD)l=KJsXzLBB3HI+e-pvQ~7vKN9!mHB@&E;k)`*KRWF3Y^hqm+UL|b^qdd9Cufa}
zh)o5Y-^@^9I3kZt>&Nr=$d?|u2Fl@hg;X17toEL(?3^ON#It-ZkOu8ke;bM8CgS7c
z6U0E~CpZ6EhdV=I#zf2-oH<p_((pj6TdZM|C|O`xt&@|J_$LMFop^7v6ObREo34;2
z{RNmWj0+jZAXMrwbSxz+3)Xel{}<y&lb%L3yx}8IhJ@;h4^HceE4qN$U!9pNMi_-g
ze{`<fpmxe)_A!x0`>V%zSSFR00BFBrsY<<4Ve>aU4u}0xgM7Gxe&_Sqy<4wvaPPa(
ziehgJK{p5=A+OUJq014y_Ur7(Whdf?$H!DLZtJxGlqb#u1qlsBEXJYyXoc#p7+mAF
zMfogeas2bQNOD-KrW5o_Pc*wz-V=wIs?p89%_UC*5e7|`zXj2iSy>jsd4=Q?YGq6L
zUY&8UEM!wf4<L$??0h9w-zHAxQ0lT+S6q9K!dZo(+&s0AQj-OvyD0_(-0*;2Cl3)1
za7g7>|EV@zh|utT4pO%M{JoDI?MUWiZB~`ZJ-|9$0trQauYbi#MrgJpBY4L8;(LDY
ztAMOGh6^pcm_1B)a<M+bBqhWade3M@qG{kMNbjp2<Fe@kzc?)Lo%azMJJ_duAG;yv
z`~~=8EDFDrK$G>fJzev>$s~rIjD=K&J!@;JmDPd7HBsHPRtw-;k14%zV1F(KXe?Qi
zw;#t!HC)9KcGJ^JkA8>|=-XbosK}_F8w;+PDmd8|w5AXvi?!({tLxE+A^;uF4<pjX
zFbF(^X?5%0L<or@`Du`5lWhl*3;zX!3@x7oMV~ekVrqTZ8+=8koKmesfm>+?W>(am
z<Uy^Y3yvQFs40{hA{>eS-dl>M7NsS%g=dpk0Q!T`KV|va6*M)(N0%jtqLxG0Q*J0`
zy?r4~Fr2ug+2FH4;p{#;s(x%2X7T*z?aMusq!K@+%|}tdgos)y@<{=fqVTKp=Cln!
ziB5gbx19kJX>G|p7=sFhINU(9Rf4P(?@ogdz?t_;=*{t2b`z4d?Ch2HYn&i7p|XYo
z^%56yGP+@QPEy&O2}{!Gg=I{1Q4XVIRJanN<VkqWR>DUxr0_Sz_i@<7WgWc<705RB
z5VF4ffQd3IR3QWe9(}dTUTOg-Tu?U53?7|S95@SS-ghL)A5e3WKQg03CQ`}W_gic!
zmAgVnVKlgLHlZ2zwN8P@sL|!PbRTM}09_q`amqQs=DEItKH^dGJtSEw9HljQyey3a
z!uy&}?8<@2E^ba<hFyw)dS_2Fw3&X<S^5($H@^gZ6IE$j$rjU}z$<S0+){<olRi~;
zP6N$z275rpF#k-v44OXsFOx*QNE=bibuAMseiOWucqWaGPg^9H)Ev(d%zSd)&1yXU
zt~jsV=u4we;}>le7zB<Q?jLCw;{-?Hcp4d_kpt@3FKgjg%(CMZx;q6cwf5oK!Vd;M
z#lZHm4M)6>vjgS`Wr!KXsB*fC<{;}pB?F$2K^rDGVWm5aGl)kCqm%p5;%hMyfoz?N
z3Z1oq&DUzjWKbfsW(-j^)G(DEWV+KXPC8HoKR7y%fCbN-w-wyDYTTHwv&NfGehI%+
zg3<@}5%Et=G<zqYqNt~t!PHK5rS*04S?{A@)d;W9Ne*;lUzL6E-`B+x3z`vrO$JhW
zyn1%vxAfrZeL#$)BUr);TKPBSJH<)i#t+lS4dpwGZBnUu`M=$wDsK0z&^@n?63Yx=
za^v5?3+>b`#&rTxDSR5g;jp+dw(j^V9E!sN<sC5&343ZlM^)6OiT>d~@uP}u-Wt(J
zwO|!qPEsintGX*EItO8v`7%a9W?{M9ds*B=tGP3XZd@BU>I?jXE5Cos&Eq!1#!U>(
zozt4fT_8Zp`Ug2=yO5!I(Ywx2KuO!3A7o+mkFP4~i2UP`&Q13OgV!Y%CuB>4%kx{|
zopf2kTwp_sI%0N(1Nuu=@5c^j8<fy;eh&>zoRKvPTQoFS%G<L%n3W%8h2aIi3)F*!
zmu8w0v{EFXAreV~zO2=EuC1>?!#U!H(IsN)4zs8hS{SV-oL6Rx8*AOo+s9MXjiF)N
zsa5bKQ5!y|3(kl%%Sbl|gE@$?#x`_5^McY87^VASEC)%IB<!l#7QqCo2mF&djuv#O
z)PMT4fD=Kdk*{#y{0UPp)Sr5g90Z^gzl8WKz=O$^JwXs>iKtaoAja@e1Tv<HH{_KB
zC|ZZ1(+HtSOdqB{0g1==Gjry}izUz%eg_!CX3I&e)|LxnL+(B~q%#rOQF}#fuK{_&
zGeXe_AQwV@8$`K?VH1nJCm7%hT2zPX{N_Xa+pB)Bzl6XkRe*MwB}W=V1+Y!|NDF9T
z^$)hFLm*|MAoaC%EdDGP-)vc8J*09qyKdoip^AEUoYr|U5OdS{<F5%^FpHlfx&0l6
zf)Y&Y6ZGt;%xVtD8FiM0qlGS@*BsLUjxVOqVeuC(;vd&<>W%aYY$;K=0>|=6E6+v9
ze8MgeM+GsgSCGj)%c5UQanx@|_h+-91*$^f>VNW-Hz<R(9bFxe7{*J>v&=3tAGlvc
zLt%v?c2m=D@r@LO8=MgvkX~iC18XtSqvw7RXF-=hr<Fl|!4Zf+f_XAT;Y=^Pix8?o
z&^k@|!E%zxY=Cl%?Yg14-Fxk_N-JHlOkqA@<O}q*0%a!@LP7?14@_UFa3LQhY8xPa
z)G+@%fMr<3Q3t62lE*;}KGe80FjEOH_yt!kq!2xZml-Wm$n!QH&Xh#n1j@j)On##T
z9^kG>H+$W0)2jlgi!p#2o`#4n;DWeie8G>ZaZND@N|g)9f54BP0G+1kgin0C>uuyh
zkJ+k4LCS=+25Pw82nx+|=zq^bI+#{MLKtM$wjT*Fq<XV2)S1U?pRtj(gNzn*nW+|}
zSp2uwwxC{=2ONeij{X6)w=FyfnSc%<N)dpD6%`n67J!At^U+P?LZrb092Cblx*+YI
zop1tH_rSwPGwy6v5w$0vwTg!G7MxGPbin6`6=k#5G_KDClh&yHolsOm0WBsbq1Cla
zG!GMvr`)cf+vc#~PTLyc9t?lO{%h{Q^TgO0>UWXoCJ%rMu3Z#zaS+9RQFz3Xs=OLW
zv`w5Ljm?Q2mQ~&xdP^wVz@{L2yeCXIYC5~EJ}Uy3ok#jLigM5ovGr^xjj&aYx9H48
zvsQzi9Q(FMO2Ug~0}QYbxEb4u2D^L<Tt*yYm=D?r$Q7)M3DmQ*d0X)iDMS^;9-&s9
z7*}(*I}0CbF)MAqB?UUG*+6KPlp6;D_Ib8W(Mj@8&l)zEu#;XF+<-Aw)x&kbq~rgS
zKb3Qlw}TelZ;I6b-3BVk?0Aeszaj5P%@x9P3u>a9{;n}9vfR!Dp|aE4s0eOTd<~2{
z@x&!o8zjpdX8@9AvM6r7&Psx7548y_)hjTYSVehU4B=hO$BZDFB!>9}n+k(JETwg7
z`2~Wxv-zv{A88$rIw&HN_{&h~K)i>vi(_i+z9nxnMWN?<0gZrhDh}<q^EgHcA(V$v
zDfcbLb?tyTU8)dKcuLldynKMS<VJ!ki~1{K<rdIINGoy;)lxB5XAXCWmcF?i{NB<1
zT5YacnAEvsuZoBgT$`&qnQJS68?3$)&f;`<6$DY_ZMeTZVt9-qGc~qdG%>`j01JRB
zqe%?(`(58@QFqAuuoOOU1`DP%APs=B3sv)L%ZFCe?Z%mo314eXz&0>Bp$n8k^cT{#
zOJoiao$vg%=yE2SIyPS@L#GUI2Tuq!%mz`4`n97puN~DB6P}4Q3;2)^NZKY!5A;QV
z`$k;nLT`Q1tTd)VoMhYGqPhR@K#(YC0)v_D_0(PRMB3Gg4Kdsgf5}{hBO|_e1SQ{I
zAbomyCWwg&Ej`Ln$pNfJ=uY{cCK22mq;O-bk$mgtZnBr9UwMQ$g-727vx-;7{iB>%
zHVGEO7qhCfaV{atq$5za7_4JpvN>f~u#n~Qa7klCW9{%4#+tmgX@hV>-f2k5&;l(U
zb^>Rf2k0pG&{2pD)dXb`E0+aDbA-Hj%`1Jx^f>Dg=i8qgy}7B-dgEpT9N09^-=V|N
z^%>hLv4=n_krHgSO)hXC=&LCko`ff=g(=a1B~b=aRhg$DEvp1FE5?B#Y15(;a+Ch~
zi=mA@J$F%W*pYBLas-x;2@oJ-b7ruM!!%=s_Umwew-vdc8{5OJLhEkdv8;mRGi5H$
zQO1r<B+UwStxi01d!*faZ9+W02$7nSeIPI%_2`wAPiE-v^oCj0sj#C9ts}DmR$7Wz
zBk9S`;R|;Wk`OIdWQGWd5Gdt<{B=`|WzyQp35;YCBzstvv>T--uw)I8;^$o(zs=g1
zgVLd4%1TrQ>G>e@w^w*zb%eE5SWm&3OjApxyN$TOHXiJ{m{#^BO<Q0NZ%B@X^P0pF
zkMO{ILZTYsVnW%9lgn`1ENn^#wK$;DS=PAh*;+1F+qsG7G>vr?=AdfzwambGmXVHG
zN~|=6tUXX%F?Uiy|5S!{$TUX|`>aYORJJ;SV9}c4(~KoyaZTJ*Lo%VxUqxV_LN5n=
zCPYGtKPvKro&G}veqqS*DTnAF+~UP{lfk0!3I!4coqWTWFcS1^gc4ol(2`*hiJK04
zw`z?IjfL+-dRE~6`WyD!BYrH!nPt&3`L|NPpH8R~haW9gha~JI6_f)Zp&sH>(m#LD
zMn?xRpV0w3$s?lvLaZG<oe9f(@u(hOD;GDTWL5B^D;!@-#L6Tp&r8jld!s{wKA$#C
zVteW*KB#ZwJ({{v=@if3d%xg(k4>anDRK)U@EVkVn=LGg9Rwz0JeC%i{CO_Ua3A2t
z1U_jBrg5dgJ{$G}BASVS!W<S_KBdimVNdDHjR^aF|91jo!7j>q6Q(zQ<<s!3bpSoH
zIEVIU>k~*vDL_rbjqm`ONMLERC!B1S2a6-K|Gm&LgbT-=?HU=mLr}G?L6={8ck&pp
z%?<#EQ@_x0)!o%g`G5~_KTV*6TRBawv9n+cQC&fIk<)x5&1eiCEA$RT1nAc?GvUs2
zvFok(aOTruSv?>AK3DAfNRKwRi-Y-|$F^c{5}HRXUd-p9dtTltVmh;UbhbQ1KK?6H
zJQo{^U6>E=8hb8JiWbT5q>nx8^cD~+<LC>U&srJwV6v+sF`rfNzGZeT`W$>_#X1SY
zDkl8s-i8if$D*mEcVu@hNs9fUtn52sOoh8`h=V9XF>d<uss*)NM#bmnHf{>j{d)%1
z!T;31o{NB0%;&ZXrs{*6U(;^c6<4<D113b=-O+AtVgdoLMt!MjVcPO#f<k3%p5y>x
z<5;=H_|-rhZp;95(l~3(^_@R6?<*n8Bqjk9l-Nhrd=|_kd?4v48e<BflQ#*pK|?8!
zH|^{SOmqpW>tr+G2D1z=?GCH6!XQw{!m~Y^XU7ICiUul)J_}TTxnt>sr9HgW?M&Nr
zk3^Xj_vaO5!}qqk`^7n*`+yVpEso1_MiJ>&-1!X9h3<_{Kdg}5$|6he`{zhWxZKMw
z*+D4`jkn%zV#bc4vbm++T_(NLX(hEQD?kQQS7qjNo!qR^sAO*$p<_KkzsFpCl(BZ$
zMT-x!Bkf&qx=;@G|Ae*vH-Ys(VXZ98oXnj6OKWBOztLLR|DR~BKdE5<6EDWX^%FJr
z|2bbw-`f#wG?TEJE+mGzp~?_DJqVgOj0z?kUBq?8sZO+D0O3}d3op<S4bMVE7#Y=M
zf`N)k)m<1k5M-txfCxd<Gj*ymA+)|emU$$gKA|3n7zq(v8Vb7Uq<(EPv**goeYVlU
z-JSe$=A-`paru}3_Hys(<?{nmjE5JL=l@);)?gn(T|CX{PW#!6Kp-|HU$1CDPRYdz
zIf>hWpVWZ<BFP5c<}CeX?rqdpQ9}8oPk;QP@g~W(IH9||Kgw?UJW}%?a+P9U9?!^Q
z<%v3@hXTUhG$&U*nPQ6>^XHLyAA6a|jC{N=k@j_Qejj;2*@QWXYu@Z)pR8lT%S-VD
zNKn_DEMRxvwdyoeCk7rM;K#7+&$FOFYEOHQh@idU&!)(qV{#O(XOMYs;#+-H;T`-p
zLahYair?*eK>n*jJzN$8_8x{%1ErjvsGA0K1c^~sTZb4RpkRH#RM_b`f7p;imjuR`
zKKtml27+DA(qYMaynFNbX%?9?4KA<HzOVA%#vutlZXfPZu1>z<%a{8c$YZg+F<}-b
zK)uA#8-I(sKik;$pq+2p5htjveAFcnU248NjrGTy@=Kd!`4dAB{F(lOcQ^9c59CBj
zx~&)O0)C_3<KON_npJz5Qd||E*E-paPF5P~%}K|~$dJ?_zTtUi6**Xj*%`czpwxjK
z&gH(>0w=65K_s}IQ-k^_dqLJ?pf+m?;w<}M*9c*~{!#_wgT4`)vE(b3To)&@vB8fH
zoKDV*ROg*vtSpfN>xv<K6!h7s0aqjtB`P<7=YVPKRS_eoqEk2$C6#@3_D8SXL1&IH
z6d^(nP*#ki`G<DfOXDW<Ja1wdmnL0vq&wv#TaM-}(g7vZh1}2s>=+r?CX*7mnzC>4
z(to7bkE+Cm-e;8P!7WCF4OGyAC7urt8kndu8zRk6e!!f&9Y8Qp#f@O+HNHbf3^duv
zEZx1OGzdTFCi^ZLK@fB(*xp8gpVYIbdb3-^=B-K_7d?Xtb!;yGNMHC(2I2()@}b3A
zA=|O|f&cY&<-Zf}!7W5|Tn1Iue@R_*zx!CH<k2~CB=i=(!+8V!&ugI>3aeA|nIB|o
z@jLr_f|Xm4;AK77dIj^IhBeBYWy%C7CZu3FxDMuf)3vh%MPqCE`1LdzLjecqJOa<J
zR$93QU~m`lp#t9qKtJ`fw3UI0`I9=t2Y~Ag-qflMSV+ys1T}ojANBj#`?~k%hv-|C
z2a-}<7kRT#3%HiZ5nrkJ`kB0uF)smK!DjqJ9O2!I0d?`y3&8=TCh>YtPYN8RLJ(7Z
zGpGU2AUYXdh<@*oP7q8(GO|qhHyU7yhfQJJN~Si|s)2Lq%pBCxdHwl#CGhUgBX9AD
zhYNId+jjikG1yE>_7(Vbw~#u~cmv~U$|PHkE{0y=Y`oPM=!MGMq@0~H&?y<z2Ur$>
zrjdgE$C&IpzDeLib}rfOI2z?6Zagd-O`NbwVnTytnNO<MU5^!cyh$o<h#p2m@=OI2
zok|sYs+>riP#Zv_GyzuCWiwpaOFD?9m{T+IZYF>M@0-Lh;p7Pu9|s1^=1N%u<CpS^
zHD3-VL|VU7Jd6xTakv4+y2K4O^|^x;!25&z%z%l6C5C2?CiHjQ$gAt@JB5_9&9DNt
z@@1<z$K1qBioB3GQo3U29JM5C2-KsKNsFQF>k=9><%R}hGGRiD<KBghF`}l`)I6|H
z3b0*n<mJmL0v2T|W@hX+ziLysWWaLY33chZc5rNuDAHr6YjtD<^ZZA<DYlITTRGG6
zliX8uzD|D6SsR6R>#FkVZ|YtD?(r1Mk)R2N4QY)s2wG<&kXPR?!IV`<a*d76`)K7f
zg-ulpI(X)xsOGyKo+TqKe$vT(+J}Cx*t?~CrR-XsgWyXVs76hpFbBR_{;BrHMu##z
zKPTf@V{XNxQLpqH(7uUp>lbTOnhn~mP(f^2B&_p3W7p^x9frY3)X*q{ysptkd7}~H
zN1iEv?zCEw2Zib8f*Xr5ju%$c>_L*8WDBPZGaLuJFVQ0g7yFX?((I@PZjD>kZn(53
zWlp61X_PQ*-~nU#nh36ft4Yf}u>WB0tAZkHnl_PUaJRwT-EDxz-JQYRZ5Z4dcelaa
z-EDAp*TG?McmH|cFLrNs_u}7(jo9eE=*X-mv${@JoztC0S22GBm&BqFfexulDF+Dv
zBU;#B>{}YBniPIdAu?hGb6X3lxZQI|#Z0qL6MKU<xfjN!chSatoj&Iu|Lu78<Fig@
zaxh6w=yqrbC~SrFU_>(>u;|1bGpywEy{$d<(jieUd2^o1;~hz(6FgD`L|MZRcxV&P
z%4cIuCclE#X{@`MI3g~8sAKiz#&2mQY81@8!SxD|*g_Jp`+%wI6g%(b3N#e!hLeGe
zd)yT7r4Mo0kxruN7tfHBDYmarv8pUmt77MCXgb=flYzKqE<jLF{`_A9IpuOVFlj(n
zCp>F130xhO{yjBeFX3A^yT^LoUcIT4Isosi-1a2Y$NyBs5EkTQqr(OEED+bs2vj7>
zrCOsPOXFinQ*H}v<U~ZOp0@bXP4x6JTZCtIwOiw3(cX!D^3L*hA(gd3R2b?D_Mm&6
zi(p99Cr&X6`%|JWw-tS^dOgWv9NRho$2>7yR0;g%SxiEM_5wb-c1dFlicaD_mTxX)
zYVG|RF}qLuyQbAw1Uy-=Uew=U8I{P;$_VX`%Z*sIk0)q@jij4@brY4*TtAr0`<0@z
z8B8<FH%Vj>IzxDd2_*>Fvzc9;wH!?8vmuCJS6v*@&4lHO$ZTm^eV>?|FX)Dx+(KZ*
zaP(-zy@~X&`8JsiZAd#4>j5&h#%iYMSi$5P?{K%q{4rO0J^6Q%{&@Hx&%p)Qil#3D
zJRX7_Zzx9!&nc&fXLv&^PTtg16k+SA+~>lxjs;x2xygOiCa3#Pg}t5UycopKO!u!}
zD~tmTG9P!1^9BWnz0_-LO-rk-vhiQ;I$kR<DEZCzIta{hpBQCmHlXWf4?JGK@<?Ea
zT5zTPP6Ls*>I_wR8QC4FRT$sKlC~uc>hb#CX2q9iFHA=A06w}t@;sf{?@!0@l``^k
zTiOC51V1~7*V@ZSZo{YHKBrE<)Y8jvSpQVRI)MGHPWhoZy%|%3I@V2H`kS1f5N4*?
zpzO7RS>qjv<UND*TR`YEVn_aGBx*qwO5Zqt<kZ|(7_p$YG{>bdXI(1ija-RmmD)OR
zCm!e%|ILPm1M8GVV*jSF#`%+A;A#y{`V@|wF^V1D7fSAH<FH%-65+eAGk>Dov|PeA
zlF6T5z$MOGQ%W}Du18Or?YN%5ulgGfEx;rfa#EeiOM}hj$WWqd`RK(xC5BGJs?yZ?
zea|IB`L6y~;3gUFCONvoY3svIW??V6H7nd}x{NGDjY`PyGxj~ej#5hNf^nzVhL1~>
z!@4+!Mny%ma7U(YG!~k^hPn9F@`SevTKG9tkLF+uafiKhowq+GX`DeLRQs>XL0A{{
zZ1ectm@kw|eXD`2aqV^9UO$UkST(oyfiYba$rW)ePH){lkOG!#c;25~wR1)3H^1(M
zIPH785C`IPW8M^g_3N&jO&2-2kCxjR;R&k0$g`E$d9lCz5G0Grel*#>Z>CiAnP^Z!
z^JXRgXpuF4zmlQA@V=Un@31->UaQfZLw}hThsusm#``2CA56JP>jO>ZsUgQtDjF=>
zL~sMf>aUwLc1^-$f+?32;knd>Q>YR9Bk*R*=cHZw6FH7!8gkZ_->T1{x5(b#@#ueT
z1i~;SB2z{DNaSyRIQ(#Cui}f78u77v{wyq9Vx>qQqH6LT)F{yjN2?}zh}$(mi#UI!
zU0>rYzV`M(C~B_xFfcl+<%!tZ_`#0$rV!Li-^R^I%RMIP@c4y9cS^a;#L(J*)A#~i
z-&L+>-~5DDA2Rv+6*ARg%t3dCnhn0nm{ByL!$P1%q04mW5$_u<SN{*tr9iutix|)z
zKxOxp7)yNRPH9kG|LyCl`X~}HZ(XI?&rySgx(IoX49u+qML5v3gI#xCug9+rI(ugR
zm@o*3c9C$m@Q#Euhrv6rW-(;=EUv!uhKo7s6$Ii)d&=#qV`u(kaQCfWa=1IuH)B)5
zK4Mfma(^~0W*468u{!gcqOi!w-*x{O-?C?Qs75H^q42U(n-!I1!i`9@TF;3^<nuIQ
zK5VM-R&eFt##@bKj~X$-4DN0j6UGl+VVvP6Vg-mtHltySJFlV9b5a&mQW!S2bM_^9
zt7#p(3#;uMVods5ZAE+fL^DT8=B-%%ghmNvTv%?e)__yBYs1-FnuE>G{|aMI5j=M?
z0++PPylKRFX|BRnV;rjcqBe~HNzzNo26++`adeKZAX?acx5by*%tHJ<MTY0H(y7zn
z;hSn5R!4U^X_4-{r&x^N6uIXPf3r~f*kWVt8n0#v2a&G)<>UB<?1dH;Y=%u*2i#C<
z7j$o;4NX?E3i#5O>FM~6rlSfgz{ALQaw)?lk!5$qmfg&ZVBOwqzx;1sd(Rn1HcJ7(
zr*4J7AmF_vLH~+<-YikqJfXiv&F{)5J(05sI&A5;_+s5-y=`McC?Ud5;a<mUs0(DU
zP1kvY4Nnb@rVJXIlBiyni3({c&!x_fFi^25IT`Us%CIB{=*-rSGx1ozG(W}Ltu{CF
zum<3wB4>6?$G+8xDK#LqS1AHX=7Si>M1YNE2V<%?%1cM^i<HIrT*S=wo3>-IT!qo{
z?sFe&W?(}_78ML~yTg`a;=ZxT7Ze>!Iw<<VFeWTml8DVne|J1&U(Yl7Hw<{8mzf`7
zf~ZIK8gRLzq*8aTVwuVO!c##{V6h7k-UT|+Bpp(VNjVF5jbGHa1QiGHjZ+B?4Q&%z
zp<LPknt@h><r$}CJ-t~mglbPn65qr!V36U1#bFX<MkLBJBJ+vIOoG<{sYPIM4zL^t
zR(}UjyN@d(zmdtoW<lxmh72zxhAhYrDm`+7EkV@?ciV&nmiwjAjm_ie4504xp1h8y
z6B{6jR2ab<HCU_|#waes`?QN}8V--+-1m;DZ0cxu)i(AygeDob{0=cJf-q>3B$(*+
zo~_O_jZxd+>qT01{F7g~>p_LLWAaVv<y2j$W83;K!4e;iw%Cc4&TtR<^R*#rI@Sbl
zpRg-v#rnt*oHaRY0O1F0mX=VJjyBky$E`-Hh@(8C;q*o$?h;8uF|#;dDQ{1`PLEBX
z9)1&a%*pHzK5(>JM??64rX?m90wGU0=zhxj%<j=Ep%M|w&Ld-Fa_mC=Lx5!eU=WI6
z0p2#Li@fStq?{RFR1%Lo(1|H(>dB=@9x|6fqN*(<6J1WMDI*GcdljFGyEV~F*gxt>
z2^8nL+8&sT$T3B^7@2hWFz?;f|HWcbEc-{xO|!KIUG2cj^NQ3g<m}4bpT@X?8-b>=
z0gbIhxi<|wGX;+a+DuPJss-|-=H)+|as@m>zk7EU5By4qmgw#`Z02uT>27qM@liPb
zAS9gc-Bnj1upG7TlNfR46rfMYb=z?Tx6aw~O@qp*)Pl7XzQw2Kg-Efx-=HI#d>c9~
zp8;q{JP`l!fSA>ZEQTF<ut!I|JmM{6_NeHDg<<)%U-Km7&M1=2U7k!nswsIe50fG^
zIG<!3jGkySuocSrEB}VpHm_%c&^DIkZGLEc;7Y_|@G_M37cjjn5?*#Z+1(?S$^^#~
zW0S=^U#EoPj%~-+oL^0dWQsX<+VMr8I(hUL0A+QbvjNu|C!$mB_umY#8eFrhv@b;1
zI5fMis&02MVcv5a;EbfQWzSjc`$2Aimb?<%&dr2nIs|d3iY6{C#&!6K+u%fxoMw}D
zXqM8ja}gL1fdP)Gi+3$4(sT12T&|&C*35#K>GTaQ!qq%3G@a<rFKa?^diRB&VTSJK
z!ZTXc*@u7f-4wKNqWHHXb_g0_u7{G^d<SPiFt1X61wZL@?6}cA(bKiUN=LIokz)4k
z>^#Cdc^YErOIYhummLrN3I(X1zzxU3uCRd0qUQA6XL9PlFiLyA1@k8--%vMJ7W&OA
zo3u2S8HaK|qk$X>qqN%Ix;>R8y`kN$qO~5aMLfd@g<dAK!2FZ!RTOCCC7m@9Z>E&x
zwXfiWC8(#Q1<Wm&w#gWOEx=1>grd6|7WA?exVW)xec7k=!XD=gM2u0KT{`rthfCQz
zBAolp*aGoO*3mds`t?Qv_m4?%1^~^+4L^B5DXRF=0v!BNXqLSVD?yZAG1UsnO;*rY
z)MLp~1WW&NkVNf(q+!ad)~Mr_AL3`PC{jeodN#@ze(nxjZFuyTQnjVOt-m*fDM4#+
z;ESHy<{Xb@IHJ5P-I-0REf==Y1CG11P^#I8n<{<fu)9YXX?*sqDe3oF*J4%_QV=TF
z#YJDTr?<+@zV`I1ea#AQ9HW-YyJjjE;($#zaJFp_YU_kYPFiXV?C6Ps(aSU~mIt2&
z*n^eLxLQP3-*!0u*jTSQ7#_J%YkXKm`|2wwHY6H2gJBP5MTOT_8776tYr5hHA9RI7
zP^4#AGyXx4X4nbww#k4wm<b#>%y^?e8~Q=x<m*}mQH*&fy>mByK`h(3i=gpUa+vxu
z7@ZD&L{vO?dy~Qd?-@#%Y@c=6HW03-xEIgQ?4-0JgCJ~$feHQc&!`fCid+~MSY^4K
zI_Q~RAfX1DUh1aCeStmXU2zu?Xy6TZwS)q(@&ic^et8<rH7`R4saVOzvOekUzEX3l
zbE;pBNUtR&wAgwl)z$<Qbq?s;vZOiOs_HbxvirD}HYNuDE>7Te{Hqz*I@z@mTbSQx
zJVVADWH?#x(#fn)y_zsj>HwL%Ytz(U!){I1!21n}0|H;r`gi)o(vDSs?&2A&73!lX
z@XpK6j4h0~Ty4kE0u`nptkCWHAblS_KMJmCxOm}g#1d8U-a^|iQp~#14PP3-XvD0X
zkl4o0f(T()Zi~=11<W5bRwS*_!B(K7EOb(kjq>ZOFQ2#SU?zb0gHj$}L8MT;o}f(T
z03?!^snU+YE)vd>v$tABv!MnSuA?iHUGgF}d9YfE>7{-F@$yrby0NeF<8VN@xa`Nq
z2vv^2&k@%o0%pWR#oMX!#r^2&z*$Jj7WaaVP+AlocyU1-aMP9#1rC7MO*QpR%V+=V
zOf@toofwHZl1moY+)9*8C<QnPgKCCADZ_uMH9>*X>Y<bVR6%4lt604S%vD4AM<|-2
z!WML*<~<3$s19{@H2fI<js?D5hXPn#itD$ewqYWBFY9G?JietNfv`{gBS+@6E<e@k
z{ZA_RPz2)T_VmBhj4Iu{4~TyyZ*77#e2)vgcE<Wf0|DAb>bW1~0w?>KGuxMrOQ!*t
zIqH~X)EKAAh;N_l4lYGQqIG5M7@^rZPsMI%Sn}5Ba6j@F8*|O-L_es8uY<&gI7i#C
zksFb{ny2rHBP`#2X}K&X2zA}sbIv?-?u>6?+`W$uip!So-{*54JxrxDQ~yR3JX@yH
zZ=xC%26I)VPv2EpZM?ex)9C8v<RX)8EiQjLJyOFlCW(ib-EJem##5UmE<=@U8NgI0
z&w0&sdbq|UzDoUwS(Hus)uU!CJG9r=qBe#EjYvDitTHf{vpm$J&nn$e+1!@^`ga0Y
z7l?KY1%^`uzL;W2G2LC%tuXHIDO5Jspx98Lcl1==2-WjFj-f#>SI7eOeegzmNb3(*
z@9#vc(zE-IJ2;k<(65c@TUHqRfG_9XNljUwo5M1?esYtCB_>4{#px1N9Nku2sRx#}
zg>E<Rowyzk4LMGVgHC*wO=;T@i@b6=5cj40&fDZKdeo>qb-mcQN$xNE*%=!vplq+%
zvGeYz^PpO3eOG9}J51JkjoZ9<u%+j`6-0#)hFxIrhFwm`ib6u$*k{rLc~ZIuK08ET
zs(qOP`p6{PylNimd2b}A<7vz4H)IkKb_B9<%rc_@sArGQy-lDXArNdAN_GGd5e?KN
zLSn0eQ<~fIUZ1isN&dqnx3ECEmMo>>pmm1TDS>^VZ6qY*6G~>iQ|j5<$&@?6+=%4>
zss06&R-;_nuRnd18fr%QN439=^CvhSx3A@|B#RyI@mthEiKJNp^szl{nHC|8lLY=$
zDqfS)#vhsbJM;qi{0n)NqAOvz8yO1^F}g#1HO}dRO$yZ9&`c6f?9hS|<$}Wu-MTaR
z>s1Px^O$MwT*0CGr%?xV<xzvqiGzHn7=JJcJjQ?GUYrhxE-dY6{yY&e36uUUvTp-~
zhKI)r+Q@mL-M^el@5T5@5JVytm}E6OZ`7<tC(e9~uhfF`mlexgSlslzU$FZ!j=_$X
zcJS_Fu%F>Y=>Ri9#Ojo)`B$E4yis(qh2ZLZg|q}}gY#LN>il?8RD-IC1lUCi%a}zP
zBj2jjibF1IFY0wm3I;RMI@^#a)1u}tl$$s`Qi6@|>fxvT<<DAgWvAp#RAb&nT6YWu
zi;C5dfly<Lu3O!yK0(`0SR;iNM7og17EzJZ3G>nqu6e5cD^s;s1r|1JM-f`XJvix#
zx;IUzB9q<izB9a!V``HZU1&A!PlCVRBf|pyortz+{}|-uX%*xt_pc$BrhVplgy3|S
zaYLtbf^!E}6hI<Xk;_8oMEi1?7G~C4f3b1Iw#`{PWr8VV#WRd8r)c+sfpYV<l3-Y@
zfG@4|1*el0@eb+~atK{B%Jfe>{N2QRdjGm5KO6XU6!;<3TvepoMp0J0Z6~DLr+>n0
zH41o4I~e-QZ!023V=Um}Xkhf{os_cv1jJiXG;vtA10B&;xR5*aqoDS|IIJ*_>h)7r
z^0k@vrj=SUU`ix^uLRSyvj2G3l?xG_&vqJShlg(9^L3%i8pujBIIg5X3Gc3_>?}TK
z*Jaj7JXAVM;Y#y*bOAjjO3|>1<^RYGE1rp2t-KmS-3@Lnwp`0hbgXK%`5FCdXDMww
z^RAfn2RoYmFUv>|owh+DiAcxf=uS1;lWL5XPW!Z$%znu``to0rw^I4GX{Vx2myvOF
zw_e!{80?b~k!$Q<UMjkz*dX9GXgqzDk!6D15ydBmUpW+|g7D)*bz~N1Ff?geQD=1d
zT}=)hdxGnKg8#0f#<sGp;BB=Yv4{|^v><GF4|lKcMz(2y1iR~x$Yc33PpT2_8YQRT
z`S<rX<M((|I`vA;Hj|lGjiIRF+;si9R2*wo3wSf3s}%MD>H;M+kwGPmtuOh;hpc9_
zKQmX_#j8n2ra0VQSfB`ie+k$>RIFYX3=>`bHm6Ml=LBMyN2&>CbdSE8W0wEIb|!A<
zGx{m95)QIZ;uk2rd$HGlYqQu-U(J$+)R$9O{F~3MeLj7%o_{xrWX|@x@KCZSbG8K!
zZL!(eWfTqmdFE<J`GnrQ{cB5lM3y%6DQ9x>#xln6X7O2oLxMZS(P|dTL5*qCQDTx?
zm!%5apymY>+2{=7yKW8bJmO)?N&NIqNZG@Lul|+Y@2zRGATlLHf`c*(_iYACeMP|$
znlw*O^GD-ev8UuByrJY9m5|XfNc}LaxfKJI<sLVME??iay<S7(3?BD~Kz%pJr$}Z9
z{DrH1v0DKN94YAp9`uGM*zd?X6zq9U`mQos%vu3|te>3!GT-5=pMbk@oBqYbAkZ0>
z4QQU$=}8BV%Fo+L)-B{;nx`fU6SoX4o4ew*(fDz@x4juhcW{vTh0MfIvSmR5-3H0O
z=YnlJm;=mCiobh3ZD}L#AUo`Dlw12@$`aQSmfQx-p3rlWpq@=0J*N_mn%|qK&O?=d
zy5!Wvlo4D`I>Tt|N=_!zf_^Q*2Dqw-av6r*G<9E8fz$pCc1tD^n0yuQ0<IAOAs!6T
zC`uF|fPwDuZU)kiuOD5we^1q!$hpTrS4MW7q<KDtGfZW>m?b2Ru9Kq|L&gE29{ltO
z<-j@e96m|Xf{o9g4iF}#lW=+8CGS5ube)^)39O!*H{buv{R{A2hsWj%TXNSx?(@*<
z5coz%Dp=v|`x)0QjWn}C*HR=`)+<NJz!F7anva9qF26#OSofpN#47V>ggrjdH3kM$
zT+pd1s@>5~2=RY@X#?Jg(3hJ1{&z0tf85CbxSY8-xc==Q`p;(;9`66u<IKXt^WX3|
zbAPrN{U07@PEL;h=N{)wR|5>OkHHH`;zTg;0x9@Vh*@E!V`Q>W@if$<4l6xi8w$-V
z05TM#hs#-2TC@z~D2F(hmRK$gq$mt+iE1e&dG9LKGN$X~+V06$&-deIFMDk*^J&sm
zVDn&PeS<Rr)|VIz;{W>X1h{rhZ@rtJAeV|qdl&Guc#G^g(;FdMf?iukAHK0V$gN)@
z3U5y^=t+Bh(C?Z&PTurJwlPiWhLM3~dn?S)y3!gms-PTq(VObxdM>V~`Q@j*;WOy6
zIy?yl{=;TbyQrGyL!{Y>k=L+M1!CWmzI`wJFHij(qvi-VNW2Oztx4d#eYzu3!7uI>
zVs*Uz6l?z^l02MU6*bi9yXx3re<hJ%HEo_>l+450yK3~VFnH^wpy>y+(@(kePJ08X
z_hM=5FNM%V%DtE1K6g24;NgyZv^154a?;K*5Eye?oX)u$o|tHfypDWQAawoehPLEv
z-;@v&^wh+J(w8R9U(b+Ly<Kwhqz0I4060oodOMH$F=Lrpej@&QI=1^XS~n@EyKyAr
zIO1ttwIGJ5gr$xkWK{Sk8wM^Op5g5*GYvFM5d?l%8%KSm;_t>UPba@fBaHV?d?#se
zALyEExH0$kf`L9i^{XrPW3qJy<rJ$oRb8ID)X~cHuAm~gES=TW^xFp&QodYqYA8P~
zYEyca^dTko?LZee0r9<IDx9ga+qly4juObe=d-UAMaPSrVA@PTtqh|KZ?8N6tS26V
zhx;GeCP-c?emorB`5;x3?JS^Mohl`r@t&cNko=tva8Y@%s4dkP8#$rmTFEEnb4D8?
zAqk%(b@WTvpIFkPBB{=r4x@*<H5ix-)|)t7+4Fbx^rMtX*(J@nPUA@)R~DR7w<$U2
zkkpYaSX7@HHaSx39RSmuAO?My&}4_uDPyIWI(YOe)3z^*Flx02p~}F4O3+i&8-22>
zq#kMgJleh>Djr%-A?5Lk;h0X7Ggm+Z7`Yj8L+I>%Gu8tzQZM3-fgK^h43`LFpI*sn
z>70f+IFHV2Ss81S3wPU}gFgu6J>k5Kko4OWJuDOFc=>c&3rY0>dv%qs5p$MSS}S^X
zvNq;H-RulMT{gHJodnd)iuq$+=dyUS3zHjF8V-VBo>91S3MZ?cHy&gEdfU84d{Kvi
zgDb<s$A5Jx*}p&>6XqWazovkYM7Dn4Dk|r(((3x2y=sIp0dS(QEUiE3Y%jNvpTHv4
ze`;fB^WwGKxJI0jFs^>v^-vs3rh3?sCkWRQ^u4Yjw8hh)iyOo0&ks5ljfOUpd(5qt
zILb*l2k4Dxe`B?dr?l))k;pw}@QnH}T&uNC^U?Hn@OX(2+deynelC?rx2FxNRzGqM
z`ppRR#*93hNr=SD5NrK<JTgB{p?|{a(zBR4G%0MQ<@)0ykHs)bn)>6*;&XWN_MeBd
zb6DKlne1--hoAFJKQqf-OfhYyO=nlp`@Q2V;S}U;Ltjfkua4u&)~r9tpYQqJ=%P^h
zNr0vge<%xIeq+3~BU#K_|BYU2((|C#SwCK+5O_ORnJ|i>Y7{0~hfT#?=T-_(b!iv;
zYQ*@kfsIGw6B9S`dflcpk-47R3AgTx7mrcxS;&$@1%NOG6nKB8o@<zAB--&gw!aYN
zH^fwt_b!Z6jtEE(ylo^#ZWTnaX?Q3DZ*!%I`=yQ~t9jGzhSL7@^l>Tj)NDDPW2fAf
z-Jd4waYTFIi@6UCs*Z(k1;QXG>M2cqrxaWE4aBfyJ43eWO83YrC_E5Mm*_}dv(I20
zxuZ}82Ifi|6j2J%oZGy?&@39tNAAc6v&**SPSvoLCS&%%qF(MzhGoGFU!%rX@6RV>
zIp0kR2%^&x_bO6sUDsOmtGVl@R5SF?6=7a7m6?h;umZ-@Cf9Qc2~c+g$W?%%xzahQ
zFv=!BqTMD@)Jzj#^&;fXLSxl9STRL0(g50FIij2g%Nb_6sObnGLK`cIzzUD}QsTT%
zyVn6w)bR`%vY&)6o4~xr`~zDc{|^l7Usxy|&;l-9@wD+@m^vCQNv|R~3WGn|O2)2B
zxT%<hFaW8(lmNAkSGXh)MkKDA1vPQ_FMf<NJ)JN*Daufhi|Fw2w_G$*1Tl!q5JUCI
zd`<O0N>Q+P=5Zoy*d!D~YBWDVgd6B{17W450%3g)S;Agq1m9RRmH}?j>~QjqJvHza
zsoDw{xzKJ7H3~6ff4~mRzp(CiXrX~}cqm`Rd5+R)k3X<-nKprz1R`a@p&~J0XKUkd
z`7U?p16Myh>L{^zw7qp_0uaEz8AYXrA3?1Gixxxkvbw)`sEL^<1CmRt={#adYC=^J
zQ9}qpM<!NL)W@*0#Tsg&lwt;f&uw|oI1t8C3n-3<sE6|ZLV@=Gfjand-}O??lO_HK
z+7=id#asqEpZhN~C-Jy050V68Dxr*IXPV5Q=z~~V*y*~7S;6~I4Kpqb^>J*?d1%aQ
z5|xewLW$fD^6(3e71=-@DLV_q9724^WuH8Sx-cM5a?5x-$O^?Th6W2WHw+bqQ}T0>
z)&ezQQA0^V5WVmV#9%?xpR5to7MoZB0MR{MD;z1B9K<8|7)r5So|Z~KrG!Bw$u)}4
zG|L`ss3bdV2SbM{BKUNqnH*|5J_v#)_)z3lsMb?nzSo&76HT{FeEfrbJ&lx?=QDRH
z7kOsrHCX2jC5#c|l4rdT`sAAPT}6~iVvFb0@9-ivZ|^unG7)wQC$sGZ@<G0!!ZLol
zYhL$rijPnu&m>s75I+M`%Fn^{ioYv~Qb~13hWH)Y#uBtjVWHF>qNV0He`DTo`5IVN
zBqeSS_<bzDm4Z)B7pln)YtqMa-u5D*9rThiJ<mR~ynB}dEuLXdsVxG?m&o}xZv_To
zI>N+=3qyPC2m5ItS;{m+O8S)nf*W$|Ydz&I)<Ofh9IGAKALIG2zMscvd<B`25{V+u
z2Jue=%_D6oS_&~mCqVe_kS=7D2Qzl7G$|SsgwG42Ds*sivSJC1a6H*1Kf4t@NNCS0
zOtK$#D@E6MokU6@APgH5Tng2VY{kOe;1$m;7K4T-AzJ00anJG_h=3bCqM>G_f6S-b
z&5;;V3RkWuBUCuG+axpr7Gk6&Bete4EYNx+kUKVzT$d48kOLze4;<l(rKAHS$I;Up
z#Sw4SCtx}fBTF5N<`skr#daGE$CE&~hNIFm2wPGqUcrhS18HY*&nUzIP5`eDKgtzS
zKfddDmF9a%vSl>rx;VQXF8Z@NO3Yk1#xSGF_#aZ3*p3Zo%om381d@_v#f=q*3ZX!a
zk~kp<2?s(f5^rk+l|#;eW1zG$QPfW{S60BKC<o_+TQl*mXVP#=h`VJ~=(>1Pjs?uj
zFcjw9Y3OowS&uNuAXHI!(0xT2q`MSdBL<eY6w0t8A+JeFHyycj<X2pnz<N3)6Uw);
z+`2<)KOk7uv%zX`55OuCB@4YfUm&$91mn!zaz=#@B#gYA3|$AmsAnR2nF<5|hPgr6
z{8bFRR+K1yo{emF$Wmpwt)nnoG~hb-Jstc7`&n4nZw+XdLt$a3FT0jGi>&!wA%N%l
zY9teCx%-;7!=gA~lV(W_B*e#~bp>0Sr+5w&^bRmQetxX}Ixj^Wq6_GygYu|ioH?^j
z29eZ)0v(@N@JzUXo!Nkz3U%ZtYyfH!&TpmyIISOu5=h>F-%s-^wKNH2=J46UIM1kC
z-QN3w-A}gGhBWjAJm*DFLQtqY#)Vw|DoUJJwRTolFlf2V+l2+o3a`@JUiHY>mLlvu
z@R0moJM*0ZM7&KggzX1xgcA3Z0}NhMAaB<bl$5R>RwQ>jZexD3)~(<p@3mn%hEsTB
zZJkIM_Qmy+0Kq`V3{;Eix?YQ_pl*T5d64sgH4WEu8JXf&XlVBze>i?(id!=P92BfJ
zPD!K|8Zhv^)lgH%vcCmRxz&`x<=0|CIQEuD34*Qt!&*S0p33Hpy@LE!r4lvR*l-5b
z=qQ;}lpLR54F@6URDx9S=et<Yj4C`R0tGJwfMrd?^Gr*n7%AdNY<kpj4VPbt1#tni
z(LtjwD?B_bPwh_8DT9;>p{-)ZwIZoORNjs6re+Y6&@TkkZ4YYbtcqyoHuPE)2LX8m
z7C;pWmZiMUv=r0$(z^-WbNJFSkuJC}2!B-whPBJ8a*q$o5`h?rgEXMY|8QP=N_k`N
zv2n|ytKeW$iGUUvXqrVe{T4+aAdUP0sG-msck~|?yWg}Mg`f2_rj?FNeRRjCS<3im
z!^L!l!)z^Tyy8}N<iX{~VL`AxC4FA0uH3@Q!}8E>k8QO<Ca`bja&i3}9K55|pX=on
zSTvenj|SljU(M<RE~}($&@dxP9H#FMlkJ}P4+{dqJqR0T2yBs#nmNsaR58u?ll4p}
zS14f)1+ao)VvPpxr~a2U9r!P6Gfg^X5)P&TRnG(;(yc6~+afOv_;u(Sc>EuRbI33^
zWvqly(9GwCa)@34%|kXM5_)5z_zAkX;JoGnchb@j4zxavh_Iye{*YdQSlBJ<3IXgr
zR->f}>k@kE-A(HI)y((gZnvy`60dWix;rsQTfpU0PyNUivh8uo1)}feX^hh~lsLQ`
zU<*0x4fQ{A49KUhQ3PBcMLx|`d+U*SiZVd3p;W(<>lNI0xLowlr|egfs^@)kB;RhL
zYg*K1G3<X81Px$T$+ID&>luH8?0#x*u)P-ekD!1iLE)gKuTx;JmSZB1k1f8iQ|~Bx
zo%7)H`~OT|{+~O7qMTclBLcCW+mkXh%5d$sKm~&Lobwpr-iSzJu#}Qd9JrGsJ@U3n
z47y(DE%?9dnNh%mye$!Wph=Wh?DOekoP~A}bB=TT_ThcIPx1;w#l0AESZa^1_xl$7
z6h+qrf9iwk`SVs6sD^(cayy?NsKMk7_SplCHTpm>s`FbQks;~OGYbFR=axtj@B`&V
zMD9Kz7yhH-u)kJ7RN;5b<#8c$PU#`(uG>4&bV|r2nd<gGx(R7JJdPl#Y1@Xmvp!C4
z_d%#=JXoPyr5Yg~N9ZlYEuZA~o7)8ts*58%N{`AE_}wg3jjBW372n&-?EnZ>mfLT#
zT*N3>j{xTOuiEE|M2!hL*M!iBx@BI$83Yi1&N(v0?bATrr_lA<J-{wyQ1vV_AW}<0
zzA+D)%70$m)qq@Gei$3<f5?Y9A-v3k^#76(b3Vzp|B|Wm{~@nsjEdYgBzXTbd<*N`
zi}$RIaHsn#<xQ8@vB+(OZ-~ns$z}VY^zM)Mu{$Mb@g9bn7WQEiY7HWYx0b|^OR0w?
z34*VMahJ-wXx;6KRRVzP9RzwpL}fLip9UBz2r-|QbD*PGB@e)YujW7k*IAUp|2oL-
zC-S)&uI*8(^Z>XpOq@vI<BKu`U#Y0hQHQdHo`ss*P?x9vIh9&!?T)*FasQr4E$(?f
zowj}1-$bXl^#p$!6!hkmM|C|(h&1w|b*oIf{}@&!SODdkT~Z=%-@Gx2mXm>>`dyl}
zr16$PieO6rl_T;$NZ*2<IhF#G06wz*0p}k8)yf(_em*^|Oa_|$q)^m%8@Pf3i*Z?8
zAf(K0_c{`}wV^wrLyl}xbRKZz_*gTeR@aAk3`(I2s94az|2nak-JKvHI)xd-IlW$&
zF1m!Ta8q60{%JTh@Cwf;-<F_TI2zA=CSsU0|Fj?}{GDGXq@44x+avMHgG7i8aYgvm
z1vF^QS?#e84t7C;KOrC#pzpnYFf}RaaxArm4heBZJV9Ay<!&)k4C;;tcSGUj>MXZI
zEm!FN0b=^{8~0V+;-x{_H(q;A>K7aV4$oqp3((E&(YNm%{aN0sR3CvpZIiEokt?Eu
zf{x2#v36<NF-}R)E>r;j2M?h+juV-qT$o;XS9NLE?W5iweTh7->gaHMwi3?}GsN<w
zE4ZmWTHTWgByVx~?;ZQyt?eyzC7e+?&5)qIHS>F0ZFXDLO?i?=>Al#O&GBiME~mSV
zGZv@CaDH<WLX!kEUyA!fqM7eY6`{|ZPIdb~7Orcbl{7Uq+o$P$lN$|x_x3?cM21D`
zpfoy7OwD-45Do=o5diwG(;xX9YbB6H?X~L3t;F|I8|)SN=_$MgWpYLMwAEdkVGJev
zmxqU+lmx3*zW)BO_>9o|wX)9l+jHPFRL}M}X>u|a^Hc@4<W+qsZqw$Q$7f}wbNz2k
z)_pr#yCL_-^RzAZV<0GYebiWn$pJ;p2@DW`bTjA`Lb^+pj{7#Cvu|kX)zJ2~mM%s|
z_WJKO;%4MAmNG-PUgjW!pho*d4i29DH;4E$!D83yXP4e$-A&6!Cnek_!Xp#e3Zv+5
z59ys-y3dY2<&2O+-tG4fn&#K-zBcQ(Lbg`eMeH52%co477lP|yOj#LgjW)+MF=<`e
zyv4GBiF6sGk1QTGZmE)pzru7dvE{er6Kx1#ua5RQ$-71|^0pbzj>GUC1o^i#FN;Ge
zT!R8X$sIo)|6YhcxV5)c+36mnLT=Pb5|`#cxF^^slOLX)XZzM4sTNHo7A&);KgQyZ
zvZ&vW+L9#`{pfhIeVyTm+rC(wPZ#nqvac<H-rJKjNY4*-_Il8%T!bvD;_;Xw$qqCg
z6K|{%eLU%`9>AfKr(8jHHeTw;y@0}LM>i3$%|=cBMLw+}A;C>Vs~^=whIQIzs6chJ
z7ar=OCh4_5`r=D8#b@%7d48S+MYg&){8=I-bLqZ0n=M(3JXTrOT&@M5(Y{RXe%Uwe
z8xME0y~tFOPTrF_-P9^e7bbtb0yEp3-2N8RLwk$vy(W8Lw|a^PhlNP(;M-r(HKHKy
zb|cXnv@G(Q7(@%N+XjK2wsQ}<aaVr^G5Q**Es>z4`Bts%ExkFH&)=&=3c;IM(yu$K
zGr6Fw+r>f!*dcxR<;2ioE&kgjG3YErBgQ3<@iv*#{grbmzsn#<J*F)w34#}T6fH0O
zaeiqD1~+cio<T^gV9({0C%b(%f{<+>t8n3RtUHvuyT98q+n5jE{{FGClgD4b9n*m0
z--N5BGLM%m)>_FSm#qV$6OX(`7LUGsA)MX}B}N89#|QW<G@5NvPgp*s@{&UveN>Zr
z9fk)pEuQz##(~(x_F(bn{RHccjw{UxpG8(sl$(W>va0^%(EZ?;smHEfEzrG)n@f3j
zI?NlCnQ}vqwRjR}akxC7m=nC1%e73(!<dRv&KD40Gow?#Ir~6*+nm)`SRwj7l9%$L
zp+L0W`g0<$HEvft=m7@a+fyi+QnTj^D3R*~s@Y@8$#kuxHtt8BdS!%w+jCmGuPcpj
z_Max_W9G2|Jh86}CE%9(mA8LG`pl{}TnDyqt0Eyb1zv`j#=3qn7kIWeA8XK@?FCi~
zbBAULMU)n*$?qq2nGEpSH(s!qyq*@OKMZU*W;yN@dY79ce%Q~2w`L4pz9)4S;<@1S
zTKBQM+!$7r5bFQwGTbO2S>Lc!taadY#|Wr+yBx&=@m@Ew{i?&PQtT32&Vjw*A`JCB
zCI8@)Se(LLefofq%8)G~C(2*LDF4WggU@3!<*|$NdfR&D$$s#tewVSD`a0&g0jplY
zn$azPr#z<8X;)5&x@p7h#vdUNKWU%+qE-AXoB8qCSgXqOv2(iPqv4K<O`r3X+w7!+
z$)m~R&K;4@yb>`50?k2~xWDo1UbE)Cc>3Mfb^~kKzf*}+r74h{4CO+M*8wN1y*g!%
zQ`Jk^lMSAZrc-rc-kYUY_;IS7e5FY0II;#rakFW%L1oQ{96mEy*3olPky?U<<_WAi
zf|}%>`-}O>Z%2<|jt`fk)gB=o1yAP`NSFF<J21!>Ux_c<M8X=nuF6qnf6T@}<NN;c
za(0^uUBql%;~LSb>`PUP#>U@R{cRwcjw|ouJ1ajKc<_^TD@2w?G@+!t{;TB@k7*~q
z!$PXOkQcr+{escsb=T<yJ(}-U$Q0iasS`T6dCTnLe&mQMK?g?~5He+ew4TI13W=<1
z)83bx;;279cS1ToOrA`-YE`#beC<Qelg`7XYmiVkt&sQkbBlNBOt1sKZ{abT$6~H%
zf)88%Sv5l!Hh<+>x%)SG@k))XFK^gG%ib0`o46~#<Epqg!kp=mH*jQ#ub`~7e_*u$
z0~qz~+kdg_?<K&$a2WKFyW`$|cVq3tg_X$r(rMUz1l~GjI^7e$4R}A09cWm>^fm_0
zZ%1ZZA#jD+Pi)*TwzOG#NsvCsUWFRJ(Mu#EV28E9{wZj0KawZzOj`A=W!Z(-xE?7X
zTtMK~R4!O}Jp3#gtE0<R);c4>DX~`9<39u7ZC9xwT$66VZ9FfF>J2#4Z<@ZiCryrt
z5;M0ot~ZEc-|6gHbL#c41>~)8+h|lgmHgDOA)jPC)=hW@p>+jk+cvH*-_A^i<%;`S
zEx)mOknH*}a8heB`vH5$T+~=RYTZsglfpwvh-`2cV^<C1|JaL)uHE~5N>E8}!&9sC
zUIJq<7_I<_msH^0{q1b@U<z;i`$Wx~=V&)8@*E<&Z2Ws^ewSePJI*D1l0S`HEo*l<
z2!K>~@5`pkGu8Oj{N*95#ZwrjHrv<xIBM0Bzx}c&dFs#`NaNu5LfP4lm<SatPZg^;
z;2jtF$7+Rt*=U_#@()X0^gU72=!2f^Z-I-AV4<JOuS*6Zdi2Jw2u>WK-Nj8-HLY7O
z$2oVd*|n|BZ7IQ!zk*hMT(`Ay9<!gJX<8De97s8A+l{`IiaZ)N*Ilh8c~Y3cKR;5P
zRP$hW+MaCxA}pVa$ZYtb%6~>AdX7%n)R=h*!GYCXxzjH##S^=3*Jm{qd~7D<ZDl2s
zY|oPM(<nc3A>=T>E3=Ulq58_6=Pt3(X#JZ^?R*}y_hjcCJwNvEzhR6@WCujsdDIBi
zjHpea+X*`(0XHia1;BnnPcr0}l0Awcjs8C`{aB@r^@2msyUdShtd%zKgk18Zq%rvV
zVd`S2Db%1|-!OWW{J&YtfflH!k%XXloC9pULaeL7GwJHAP}x*4guHe^GME&UZ3{H&
zuxia`UK892D^gBJh@jeps$wCmYX@yu$G9u}OCBACl5C+xryme#Q}LAPo_6@u^JByj
zID*yb6*V0cX~^;%Geg7?S4TaC=HuL2O2`59f&48EArwdVErfw>B1HyE85*9cvW;x~
zT>fp^fp`YQT|2<Plyf)S-{Xo*(KkbeA1PyvzsPyR5WZXldqqI5e1~x!Z9y&Da-!sa
z+XbPdVxyFJMK&;_FeP>4HpbxILom4SV>s>bVYy2PzF`RJxJP|Y;}ckl>(CC2aNFgm
zMuny{V#WMUmf>G2|7ae3E{o)yKs^0~q}Bt2`6}h>)l8ZzRb;e97MK_k!{QaATSPvj
z#hRNUNh7+)EoJ=5UCuYFCfV)FN~lt@unJvH6BuQNk5<y8QZCSc{^5X9b+@H>PpfR_
zDP$95o%R;4Oe>jBlLBx;Y8D_9OHc)z;?E_H`IA{D0m9{)1?c60ah~7y`L^e?Y)k8W
zEacOHD?v1bC!*ugF;ris8R2%=M01X5xkX#&vc;3kN?atxkRh0u0z?vd_AFK1`QiLo
zzLF`@j6NIanew96tBuydMJ^y79g5}5o1FZ>9hmQYtst5jG!N0UGI7lC3Sb<I5M9P{
z?V|2Anu$$_26%n{psaXbS9mpH>Li>j%eUyqJ>JK8Sf>-~u2j(IicVM_r~{?1{5@-v
z03x?!T@TDW3N1zHi2hME+(BIOK(&(Tz2>?i*Vd!I^cn-NPx-(nAb7jUtNzkVt8imh
z-D%I%TdFm?ArRy?6MX5e9u+xqoBeWC1<OEv&hhuWM(@y=lqwhsj)~U}Om#DB1b=FS
z(&k(@af2Mrr{+EE#__lJ+0~5Nk)fE$EP$7y1<PdinG<7*^6uhtx2tOCev;uuz#HTY
zjv7M=T4mLDu8PWe;^&c=lXT2N^Y&Fs*<qInTgHH)PkIx4qmH*zqeFNV^Mek>&&JQl
z6n;X9X9bbfy~h@Wpu^2hkeVmJhIBl#Z??2%QlF2^Fhm{BG}B&&kguOf-C%Dv;9_`i
zT|3m}nY36rpTF2G?`|!d{KhOhlO!OZ{M9uOxE_N^+3!<d98%nv|FWPO5+5ocI(Y*Z
zl>DkD|5^XQx9|e({b6N_0dJbPnX!WzMi=4^V^fUeFJ{}XWih7L#c53GsPgGe4-T0y
zEl&15p7zfk6ZQ~in7$_p2upW5a}ZI2T9?oYg0}17Su5pwgq;h1r}Zcn`LDoxg|<yS
zvbBgx2?qY&=e{+@56*f8hi!V3+Fm-Cd9`=1zp2=WziL~Z=X}^WhiKnvOV(0K>G-e_
zysLTd*%6e2>;kYh3N#g61AdOto&W_vQG&Q#&Qqp+7rvPehD-5GZNHVWc2>Bw%wsr$
zQJG!CG>&8YCxcBb@s^vNRVaoylH{e-+Sz_<FZRy}e5VoBqJ9oAO1fpqk_rWB91rfK
z246u;^9NWJdCW)?u*yE1;zP6hR<f(mo}sPr6a~0$DCB4tm`0OGcQqhzU`U>OtD01k
z9?FUw#Pr-zG4DAar~XAUPb@WweaBf9r|<2qZ15@e;Z3t`(=-498&nw?5I31kk59}r
zXE71}+zme-ID&Q-hJtfHyT8Hg$;3YktR-6~#s@f#*tf%pxqGXLPwIC>NhGLLvCC|K
zmzn+YU7&E$<Tcy5^){!d@^=<|HS>?qOQNr$Q@wb6i#k#sCaxZKC*K*p4c8pjL$i6x
z+gdd@l7Gp=Gl$luE&RBp!;%YHM%2{okr=jntHx#+n_mfcy;(u+%fm)5Nq%N>P3r@^
zjD8fmoNi60Po_ge@>6b;X7$PzPgjT$q#ei9M{E5i{SZl>92)UrEGQb8-2|5~aXTmk
zxD<sk&XH+{pCu*itjD)qFO#OkysvdFVS;^O3kCw8pK9J%qq3|EGq!vdZoZ7=@71vw
zy@dQq-LAw&vq-3_nD|xvm+iZ})Aq0SX;1ykI7p&s$*i4H(5>{O^xo4Ehi?Ym58=O3
z(N@FP=ODYOYUVMYwXygNM!NUK8#4AE-j{mF5N0R)0rJsd3W=y%gGyqfzwQ&I`fDa+
zXcX|bqbN~K7LpT)Y$kqG;OTZW%}~A6oeHoP)CvHY!<7KRT7}t1*c%OAUh107yuQD)
z^kW((x_F2(gBm{$eKS;%_rCT?6TdC3tCpHR2XR$`vd0&&epDD*baqbpqw4JY*=w@P
z*t?yYcbylh3*InwShiv+@IUq6=}UV*vkkkh-#rf6OO;AygNZXocGv5>s{Bme|I}At
z)&606NB(w!trE!vYDbXAQRhRD%?7H9AJxD2rgL_TH>a~S{Gjg}mpa2K!B5`Emjk;(
zBr|C8-MCJloU5si4PczzB<FJ2h*;Ks=;Irayinr`mBR#Sk|~bs$ud^aJ-GU6J-fG2
zd30qMWs@e1>1vkKUXzIBwEf<qYzx(%ds{h=&~YZK_sI1Qwqe{PWm6F~i~)*y4zyl}
zSO$8RSBzb#WN29aq6#&e81&;X!~iF5hyyq+Z;mhSM^$>QZ{nU9a(JkOvIEb{LOLYv
z-$QNaK>;pC7CWp-#19_>Q&`R`D!akoWdBSJMaSKUy=4&;#8I`ClN&q$dfT-ow<bb4
z7F!uBtefX};bzx)A=aw9Ok;cFHBg6rmWw(R{>aiV@qA}1hTm*GDmR@YDb8nUX2qF`
znpHMUeo6jzFZ)?3)Z0s&4M)yL-ZYxSMBLQu2O#N)j2aT~`b9ssp#O})L|Ka>e?X7*
zjenKi6+B#4{@HeruubA_zd&UL`^|)nVfXzTJxx$=!jJKkTa}i<IO$;sQOFBQW^Hky
zkv+s&pqXSar|;SNz|g4)>|XMVdDb5_&fw862{^2Nva~6x@`w|^qk$4QVUqC?=q=wU
z9i?4F&2S4aF5Qw34+#Jme?(0<XFTn`u;%+fg(*IH_wogjjneBSrHm|s`7@tJ>yF0Q
zI7e9cqf1Z=z|tpUZ|gH9q_4(Y_tnnr=sVqrlgq;<CO$=RsZ}D6oE5I=w+}?4>X`ad
z{dFj_^0$m}q(FMPlY!A?R@)GuF5NF6*sN{=(x!@JYyf!3FtP#HIzM9rBe+t&$EE6W
z;!g3z$n!^=+sW-Jk)BA(;<7waqWtYe`=wqz{c1`!^pRx}F12$u(Q)*+Ns3CZ5()36
zfwhuA9D4?&RBLg2nS$Y>8XKchHe%28j=5UQZEhd_-ggYJw&{SA&52fq(mgvqs*Sag
z(^%7AC~*c-oY_ou;1(1#wsFz~0g|DL>?mr0wN^U<leT9CJB`<(53V+<-#Y4pa~DNd
zdDhAtb*-%({t;CY?!C6QtEVVYHjDD0(Pph$V{#)=vM4G49HYXe(Qq#haU5;+aSxjP
z-tp4G$+H-C99orkjLe%7>Rue$;ikTFUz%Xko16u5;`Xw-)z9DgA*Bo9Qd#<JT=a*&
zRu=|hVg7=DNbG0j_6}ObX%es8YSq$>eaW+N1j@n?xhZU9{Yy-R7t7J|=!myAM~Nyq
zaW#!65NJ@z#f$V=m80Q>51I!4V~;H4<xlIm=mOD!Nlz{a1@QXrTnQv=BIo4#wS$RR
zF-tVE??D5XzHu0aGB8BG4?FyaQ9h_Bl>N+lBsE-cN3Li}&E$|t0f`}ym{}*ts)S27
zGdv?%a6CQn;Nlegr|>X%!nkPnfyRDW?)tS}-29%!Q=jT-)eh|Zh$yUm5QSo7ra45>
z=6zh6pzNr<qtyyxFA+=usvCpWRhL>DVs&vgjMNlSCyO+d-@#rtJ|{##QdzK5ySXc3
z(E+lGXCWI*b59Qh%(xmYUfCHTRDp(np5VB&An=PY2C)HI>@HVXug2Hc5c4O++mO<(
zUL8^!n;I~PqR*6$<6yJ;E%Tt9qnKCZqzPh(JTP!R2vZup(p=fNS=(&$r|H{}BWTkV
z*;?ZOF%)LC--WW=x7rLf>Yy?~ZQ68T0S8WpKM)th>yeRoE}wCs1uwKf<TF|X>#JD~
zS~3Sja!MLnQ<OaSHLPYz*sg6MTXS4mQJ|O{YE+;vvL9yZ$8-AE&ADwOf9I(&pt!s?
zUHedY!|tp#6IvnK$CN{SuStT0=Y*h8phiPZ66d$ontt;!Z7U`Be(Y06qBlVq?$Qc#
zD`^<vHcqY+T%?vFdLKrCN@j(56s1){j^f1OTFyI-F_f+g5oBctQFuaRVh|dt=dohi
zo@SNFt`JQmnLzn2TSJVw0Ls4Bp<i2ze@T2(!hIh$h@!XyI87?&5%=15P7Ej13CccT
z7DP|QM0yy|uz|Stvpy<-hP3ICBg3F3!Dt#u#P{J6=;S(-VJ?viYdAKajY6;2J`-(d
zUlST`^%C;SQ6e~1(V7uHoTr)h*VH0nTQ47zc}ST_m{h^(yTpgcJ|ZhY!ByJWcJcx9
zaYsLYq)Uk}O!PcdvDTNiP|~FH<jiEyN!diBS?J~m$P~f;f~?0N3Jt(($gDeO8oC0M
z$sTZxC@KRX+a2>YP6?U5l`^(|sC0Zb_eQ`|9I4?=NvsE9>z~<=5P;vDl%rw7NE;`R
zw_{km?7Bm>_7b^3_2hX%1U;W?5Yx!X?VPdZoW<zCu?7jA!ugA7K@>ut-@k?qler5W
zA0a1r@uIzw(801hkSpfAb=1Qp?oaO>g<ZTfz=b+%9^6J%y|-MjLxm(=h8SO6$)kb}
z)_favL2dNPo*s5{d&vGy1!ATXL~xzmJw)NRe&SlNsgUW2kM}95R7fB8w)SY%XZkFK
zAAFc|nQ<F<@59ol)*YF^9yr7e#1lSp(w*|*;VV?s08baIl^P=<^ZH=H45c1k6iF&D
zUmz^;RvOsrb{b-nAJ{86qMx7jXS|Cw=Q0GuB{Vx2L=|i|QPqk8JWMyyG#E?^C75rE
zSpWm^ClK<#2LuifO;qldb_!<1<FW5N3(@IyC{ukBdlnnEk?CMNuBE`<x9aVNwTV9U
z3uLgsWq&&T1Wtl0?nuCV5BqTPFaQ4@@cC7gP*L^8ir(KyX`UjQ)2%wZp#Km}{ug_1
z8C2J@wT%W?1b2tv?(S~EA-EIV-QC?Cf(O?S+#$HT6Fj)P%eRuf&)zxroVUJuZ`J*E
zcZ$lKYtELZM|Y1N{dD)3(HQ9a$T^z`Zc*H|u863q^ITGQ-IAb{G>9K|VtgfKxUR5x
z5BrY?;k(H0$j+CtHB&}07Y{#sN_%>LC3q)j|6x6*$OL~lLZu)5EQDamP%jPo>2ux{
z8XUOKulK(E07{m^eIyY0XU3Jhuv`>KR{`Dn+)5TpR;~^^$$9q|JZW@o0RcvkH7eYG
zo7R!!3uVIu`;(&3+aVK09&Hu?NCCip_L%wA)E}CW>HF2j3n%{U$QQ>|QwUHd;3qYK
zZx$4duTSLlp?pS;6h>8zHy2=mZ-yK*oEZj*!R;sZ&rc*y(UU-YM+w$5d_T7NQCHgK
z*hf)jeVl0tj&T50g8?0b+JcP^_0E-dedpx!)yP!abJ3m-ynIwdfWb!13O2@Y3S`xo
zRQC(tovI%nd->|u_Lr6~;}Pngb>SfMktwF!Hk`^7dc1h~cUPV!z#uu08Rqf4)U@Ob
z)9$CWvsLVS0$hkt1{OWXW~GslUaXE1b)QN}t0~JJ#$R9Lpy?QpC+S@<+ERukp(=%t
z2VP&?D>+O8lfCe10z?B@-XG-a!IRee18>D|lBv%IKlk7#v)%53rw5^ieNFg+b>ARl
zm7|XB*I32DKoqVS4$B8MTSk87;qo0fNJKu|_mTyIzVnvqdPn^5{4|3A1dVtq5hghM
z;sefJ^80lGHS4%5qB*Uy5wyEyDuuVe&8zQeW+9n0FVp!G;zQT%vgkZS5l2IrWjg5k
z!Btr&_fM^(T6kRJ-0XvX^l0S*C%>r-S|7Ga;m<?3A=8Ozm(@9d-sCp<uh`(62ntCu
zkNv&_?5vU2bl7tY-2wXF*LzU1aFMZv<#0kXBy~RuXI&FIpIkc&cV9u3mr&FXxn_E8
z++WrCA<+Qh$+k9>i8psLD;~8&Rp~)7gnQAjvzaTaKGIw1W+;K;3}2L>FxK4Q>>4#B
z7_SA!blHhyV${rXb+%`<(syfbyH18IxIMt$F5!Hsu`2cH?m@@HukrDQ_)c}PbCkRR
zEj%YPg^H1kv-fS`p!`ty=xHRI45t_#mX`N`r2frfme*K8Z1E(3Y%`KZMMl9jW^(h}
zU3@LFYH^KOY_$oY9MC-xoUS6izlriSG|Z*|e7s|8;JSjL-Gj1?U|KmMhi1HJ5M-vJ
z(Lw;4i`oT;ridwHHTyl&oqcaCFUdYd)?{D21oS$WU?Fga$t0)RRLFXh;o4X#S8O!P
zM_ZX{mS^$3I9^aMb%oH0rdlJpcLU;*J=)@nwnkwdABZCW`p=6KA$#iU?b9^P-SN|~
zlSzX;Puz^9@cBs!DNuf)nSuP)yrbnP2pd{D-J|!MH3tIv3MSp#gzlgqw}isZP(7Q4
zWN&dCIa)RajN@lkb=^YwTE~rwV~s#tL@<gwFKx!EIbzdEl$q2B{1INkSO(bq;{0J|
z7WN-sy6d@OSF-z{Mb0J<g?!6VC}<i*;4)uy=Vtw$&i25-aH}C73^D}*{eTPbd)?(_
zVE42bI{9xw8=;=7WOXZlJ~o}}^?S;%>57=)c*FUbe+Q}uiyXLNU~IIND|Vf9L)o0*
z%|MJB=q?;^?HqVwUI(v>yiv|I4jXbk_3Xj`?;8~uaHqlqKNE150m_rY&lkFZKVQ80
z63aA!-#G%@_W(FA1_OJJyR15UFnIS33k<mCEmMXG+<mYw<0~FTGNI!N!UUgFA9wI=
z!Mg!#K4g6#*k__h83b)Xn1K6Y`%1y`Fnqcig#u+yv9pMbYDLd2-v#4_nrvZOAxt}*
z!yXEs&FI(Q&>@ga$k`$>@jM%UC^`ptzUZnE3Ka!QjYqkJkOoLDh?-0Vv)dk0lRfDj
z4Ce#)XHW$KI|t0P{YKpYfiFFQv<l?i>tGHaK+Y@yf%-rIuW-s0lF-1JCkvt4FjN51
zdTT6EkZ!XYA$VC&qF|D^@QTotsX@n33U{Dy2J@|6Ut&Y4Q0xd2@QkopB<7Z+(N2$F
zpmgC<1LkDNx>--MAND7bvni}jVEeebUH{6NaPpNz*_0dw8i^~+h*Mn|;(}>Am9&;E
zD%<nImf3KC$&aq_M~oj`Q<TFOH8wGGYh?r2nUHni(>{5@xnn)1?fdt(N!YB<MM&*O
zWnfro(iPU2q)2i7Q56u!c0xH5`f)+#1Ivm;4h}@{`DTO@Ok;>iklcIno~~!xEz2Lt
zps7_>$i4aBdEj|2cE?-w9ycF~On{`I?aICrUl7W9b`u0IJFG=u4_@FPjU|59P+54C
z)c9)nL+PFPcOe2@p6DV)$ALCK?^vugfaF+bG#6<|kB_{sjTOP85-2IrIhIf-;W-k>
zM2ZU{1$;;>+raVo2K*_5*b+^6WM^*>fEF3!<WzL?n-UGc-pesOM<5XX+C%dl{FRX0
zr*tb6jX6WI>{jHWc-POIQ$<RQ7j#%jq1fA!B9xVA5M;)Lv6tO#x#pUet%__xn-NL3
zEyV{T+-U_wy1vvOlP|rkbc0I(_N^^%A>fqNpE|qPZSlgycig^=gD8U{HQ5c-Bb+;Y
z5#JHdwg`&r7gcGSYC6RUZJ`S_iN3;84HRAeZn*YsD%TwBQkM9G-4@a<GLo~!1zjo_
zSrsD1qKAY3S2|n9b01Z2HOS33ekOn?O|cCHs&r+#QBRn8r*AmXfa+Q7cCd~I$r!ev
zjw8sorvmF(eytUS{Yx(q(2Zxi`DBgHT+8dp0=jC6vFzhqtVP1|4Z2^E09i<gqr~LK
zwVjGqIo`?u$%brag2BfQ1Kw3uM%2|01+Xmj$O9{;14|uk^Ta91w?3>bPG4NXL1G{i
zEx7f{=C#@E4SuAmkn(i-$r8jS3Eabfw7Nx3&{_kvFr;OeGbR5}y%<Z{&$&wOW^dX_
zF7vhKvo>VtdYV9V{Tgm#=XbxJ9s}yW+RCjT?kYeNj|2+Ul$-WplNjE41;4-i-Bc-0
zhG6wwXhEXDb^GP5j(cKPuG|Z6&3zes<vM(hq*R#m6=dQekJ<6$q2=Ay#`d!mzlAbd
z40oQYwa87ZK-ErnZhdC!`B~V>BRM64&AYXSV{)0H4cFk1I$?HRDAW>k<eUBcdz{-z
z&-ddi%pUXJ?A}AE2>#Fqoa~X{pa3Y;@|B&0FqpYhKJS<JPkH%<GLKY)P`5TZcMiKt
zZhBFrsNG`Vom7OV)ByX$(%D9@alaoOS&!WZPTzBH-*H~dFY?MKcPLvZyuKvnZv_U5
zy}o$d&LuS}`kcHTr{JfIU|tUT2$?5!(N3$E5MI0iLHvLFhXD1&A3;sg`JX4Q{y0YU
z>y#BU3me<tPCl9b^T-tw1M~ml$QAQ%N3MR||9|Y{Gm}5`fe-Z?I1&It&^AsuTGJXW
z!<qxWnS*1QjDxdj$fZei&oN+_kiF5-zG-lyp|Np~3?2fW9ddKsexf8`oxuO9sOUMH
z&CJRwod;uj>spRaW@>ADn=}scF=Yr1Z+Ny(Qw%e5_cDn>qUDENe9x>WA08zB@%y?b
zwGopp?=jocY;V_+y44P{;fl!n<N2D`=2vrignip=j>MKCN!E6L4NHbd>B02g;_-RO
zk`H*Ck?CX(S{{vvE@bdMA>4M1mJUsZnB(5V9)%IhkFGW3JNnd(YmsYBL~X20<8^Oy
ztxkAJLIcoKI=0K&C)=v8S7#jRYIYmbZw?$chFZO8LEkvNZ`AZ|o0|GO;NZU}3}f`M
z-q4L68da%pOYyOvGUcV<xi(w>*=&Rzg3jZ^{MYZWX+b!3?d@xYBs5<Jn^PQ8ga&Ud
z0Y05H>^;$1trOoeYjEus*By3uaiQy==oC8(<jfgM!(EO~*TrMC?pwTecheD0G}K>q
zMiZ0P{9^=VM(XC~$PtK*SBAh<@tzv(+p+wZ3R*vjGI!-=D;X5>n6SK<L=~4dH`=j4
z?q}<d+{<e}wf710C%z=&!BVvz^WSAoTU4f4NEDMt31y&Gy>CbEJSb`_vfEzDU0=Hg
z-v}l)gadIiB^Jpi&n~AM%;usQG-8E@P8Xste`;y5p?}I%&TR46I?LZxe$~LGR~>RB
zUX&N;h_zyuuJbet_bx5&lNFu@6sE-;D=xOtlwghJkkc>l$|wE^V(6Q;EAttGf&Gj(
z=b34x%48qmQ?;{Az4M%bihp)w8ar|GM2k~l$v@Bv@Hu`tMjh#uKU;*lfzQjm<=Q?N
zvA1kKxcRngq^f>HrFCED6L^>Zv??Sw9oqO3bme4)tpfvd?)Iwx1j3@f+<|1WluqEo
zu*xtd2C<3*)>Xr0XKdhg1Fu)l8(KgiOgfyI<6f{YcbFdLF=E1Cye0uHKX_q6;C>g=
zm_m4U>Emh|X<PJRUWIb+$!6Vcd+O@>amC3sulS>p_jd>%?gF@QVEE4Q4cVZ0#+)V*
z%6^>JLilX`GI|x=^_K$j<)SEtXU4ZT&>WbJSKGvduqIVUm@dTFQ~ln>NeN!qAJ#7?
zZa;&)Mt8vBB3tbqh{kH<H8<q=47XV9!b#2efU;_BIwcb>rebxOV%;LA=}fm5>6@)?
zfKT7Q+kl?^nDD9ZVB}ze#I$pgs9<4H)s0?ZmzlIuM#b6rxZ;P)%ZNdOXu%lf?E~MW
zGAxQF+{h!~#I0L;%}t(jd1atdC{_2v?aTSsCw4Njm*OKGjQQ>vb_@HYsuTad+x2?%
zRmPl}sWVJrsg%0dD)<(pWZep5c*a`lg(%ArF&uVhORU1+5o4ul9;YhXA|u|+iqvG`
zOlGnbMs|3X6hK&`+iAL-(P?UJLa)35^1(B%%^(>pv-F7F219gc<icLP_BTd_DFi12
zoM@gQ=HfbqH~X(902sLR2NX5<AJ>CTtizsHZXXSvP1=CY@Zo<*FW4*5NMG#YzUo7x
zGta@0aID4Q^OIIL5;eW0W}@y#`(&lU5W77+=vXMw8Lr3#ZK&V?;lm48E%lYy$R;Pl
zkFKQz)AKvkGZmQxN1|2Tps=q28H18LWZ^4vLc)bHSKp7!s14ZZORe`JOGxf7hu#$u
z0^)>U+u3K^JA`-0ZBTjod}b15xo%|jBi*hJAq%9v3q5I5RGrgJEJy)x0dO*9^@QVJ
z^&;W&rLLxOU3W9&bU9}?LEFcf;C5SYW#Ckz-B8|o=)_B;Xqn7yO=iW#>u0IpQb3*A
zkTNhRb@A*iR)o%^CT&QmK}=&NMY4WnUtnXf7_kNq2%pq6@N0tzk3}zP0CS6u>vyMx
zXn?VDGU)PYXtClsy^?!IF8ti@>lOqyJ5>4REk347$3gx9%zNbcZHxkB{{v`EY$Z~3
zOgsbiDEe(Gh$RD>vQg3bH}$V-N*6D=XJC2MJk<C4;o!!wfby|mxP3^gOsTU8!Z4Z_
z_dJ>=s|)ytqq7qD9Yz48iw_sgUKnyt{C3Cc9!4C+rO?OzRa4_Gp0`AA67u#bV6s%g
zbaew|S2aEgkcWSElwHMBhGQj?K#Y%}V-@s~R)ddr-=h0WajCxo*jti-=_G(t49G7x
zzTZq!N_J{;I!AgR5E!I;t45XxU~JL?hs+0*!YN3^TKMw6-4r^TBSbgS`3eTJ5jyPq
zhK#AF{B6!Yu`#P(!DUamaise++1q@SCy;JuT)5qJNk`cbr6^xWi)0qe)L1|{Ltw2T
zloAs*th6b_uOGSvRo{Yq(V}CM+XL#g1N@*mT@b;<Q)mP~Dv5P-QgmVVW5v=rfg70o
zObubrFau;?!6fH!deRnNRv_dERy>8vw+RaPGH1f>XI26bI|{6rsS}!D#BT<v{N65j
z7t`4KQ7xcuAeQVKeN|Re*9C3q-^3;c9mD`VBwCn@M-Nu#yTmV{IkXq!r^GL3CK&a>
zm`jb#jgPUA);&fhtoX4+s)i!gcTh_PKc^92#Z^%k$l7XHE^Fb6@|7(Ea?Z@k71R?R
zvFhQH^G!RAxLT%{x^E0BvWf{l<+?{m;Oye9ET|_J(zj+y74Y^hNHuNGAU^~y9_n5Q
z+&i|O8U;@rvTr72=*gSRDDHV`N+zeOMOlw9I>}B@PBHJ!aHFW9J6wvGoF4qLQQuLI
zl5^fsbyZDyu8`{@fSag2@S^I*Pkc)9wuuHD-ETrlb?i!k-XPoS8!byg-W315=23x=
z)x&>{^vEXFmE-kL+2Os`t$Yu>wqc`qd8h+Fn+!Y<t81hFo#=CP`Z#fy2<Qz>y@An6
z4Q8U6bNP%_V4{AK_&2;mQ?+8=xoP5Bn!_q$rwEP;EmDngMZw*U0^$6(r}L(I^#=2|
zR0LjclKTn6gL268gQV8!dqFK!r|vL?bQg5>oEQxlbRW2j)kHqU6su8Y8ZfPm)G&hF
z@nMDK`oJYnT!z506e(Kjjq%`u`8G8_)A?hi>SL*CM}9%fiIx|&rOykfqspb!*6;My
z?1%oWH_<)ZiM~lyzBatt;?5V$P^(5o-9L8#pzTmG!a^v&3>FIHGG&SuAN58N?Z<?0
zCNR->>w!Q_bX;urVUp<`2Z!S#s|pr_6kjq@{()LRexR<EFO5w$Dt78CU$@g~yc3R7
zG1@Zk<(MVu?8$;;KWg_=BE0=YA7I};^;5MrOwkP$ANALvU?Vjg&C#l)8OGrKd-~1b
z=g1T5LF-P9c=jU`waSs3RfNicv>nvJ^1+tQ)RnN<Was{3h!gw<*0aF!p{>N{FQsT0
z7@y_P({JT4d>wPu-+Hx-S986w_9xxx3yRNFhsD!OsEY3P6R@!qqwQ6@1yUh#1fk<h
ztf5)1R^?+P>h^b69#;b{vz2|)^cK6`mIh?QBO)x$X^YZ*?ioillcdMw6>cuL2}b(x
zmX6vjUp^RhY95Za#eb)M%`QIeculSp$<KU|Y<gHJ@Ye<lfS$DaAz<9%yXhb4k>_gY
z>MCr!=s_Z9GwydQ+q)xe&i-<+V0f2iD#>1W*BBhO(j-CUG?eY_IA1X^h1&HXQej+g
zyy7KYDy0dw*7m+>7nVUn9c&G%5LAcY0`<BE{>247QuNqLPKtN=aRr>!p9`0j0t?4F
zG_tzl-UUtZv%cGOCASBQYM^765wuF>%Ux06WSk%%qRNGr*<HYpI<?r6e-+Mi4L^tx
zYZ(>)$M{AT!WW3}9#xbd8nrz?c3jzClJvQ}_^+*@e`MP70euvMde@b>kldIQrd6e{
z#ig-Zm$JCqm4$qs;RjbOY>ARX={RmyH_kJh?0+@4<T`h-LGR<MmPFOBHqF`H66=>E
zke!!Q(f?|`UW8n%F&-AfNIM^O2O)p3xtxi~jJk(}Vb+odbmixe!(fXsUPr{egQST>
zrDPKA(kAYVU(ZW#5oas<<KSvnev6C_K5w_I25kcTpvLrC+T_}o>7d`}a#YmOls0W6
zG9gTGN8`|RLPM-lqCsfn0!dA^eaohVtX_y9nzCNl+4ph9`DR@_BS8}q-8|vUd@~<C
z=yNvAh`KeVq>lynmcGIxEQ3_nD9)Dx#9+3SSc^)Cpq=&LIfQgUX5*ys0oMDOcKHpB
z`fQ?HXGUaOr^H<V<NBxhHVRv$Qx|07VW4ddrdiVjG_8Zn#mV0alBHJO7J{rV$#^(v
zNG9SLW?8^_&f13sptCB=AsoDu#b~-c?+cl;=)mf5=*@xsQh|V{AkCz?5dt&m5VRZ?
zLHKd7?=??sh+nz%{CTp==+vSH^ZH(cvewOcY8jj$<<EJ9)RC!aN7nQFv#N(%PWv3E
zf$TPP%(i*nGa+o><-KHL{>nMI#HKkPK0;uObDoAb%?|Md?H#@}7VhkS&h-A6z5Sf&
zF*CCOKgMZo`178Lf&ITt^nN<rP#~axZ)WLeWDmSr>Ny&T7#Y|Y8WHgEK|46w8|hg=
zyMolETE(ESBlfSI7BRqCu}|DRHMXcUl>wA$Q^Jc1H^B+&w4_J@qF3!5GiwX0h6z&9
z1jVrn!(VuBMxJ*05%6bFt_7V`z{}iCl&&%#Zt1V3pYzI_TR)H^&{aG<DyZBksQ`$n
zb=LH=m4kiiJ+0_gOIoOnwB7a-WtN&dsW6-*$4X|od(@LFb;@=RqR+J%UX*<b(b3N@
zxU))9%$-)B8i(eWkSm>gJt|iwifGTv(E8EukE5D2IG9rlpUuCtnwzk@O;WmzzkVE7
z-dbUAt$AO!Hm0m_9KqI+6r`thr_V>tZ!?xY`u$U@i0O*FAv$40xS_gkrZF78D7A7O
zcKMCh$oq@76D_5ciNoUDNxE<(IdAWfsM8L9(}1AKzAJMlM#g$!bCU_az19A}s`P|9
z)}_bW9rJ7B)=sfw_b8G?PL&UlOCjHqT2ESKxLw@8@O`J>jPt&lj>B8L4nayh6|06>
zl;H7%<#MFbH5`c!VN1?j__2joWp7s!d6Fkrn6NUcypJ|OXIjHY__{Ax8>l|xrRrbc
ze;>^lz;E%s#UXll_o(SXZ$mVQsBLiyL@tBgkF!)47gX4{jR$-brff+$xW@B`{V~F}
zMLE8o4?Hw_RZ)Anh0r3so$vcanfhtjx@Y=U4T#OMrfQK~ewT<4_8qv>Q-=i>-J4D)
ztENfzb}9EWv&}5BX=#tFP?!9NQ;yJSe0oH=^4Bp^$cv(F#t5G6OX7A7zSqu#aeLtA
zH#|apH1dzV@Vp)Bw58RO&YDVE#)C<GrL69sLxbwv5m8uhdT%<n6L>V%ky~XKvk~ei
zs-vgIg@!fmu+MyZRntF{M<0G1k;mC?n0<?cK1@RmeUWE|uLn(h(;ZD0@VQGy#2QhF
zy)*yfLJ6<evy@=Zb9FuUloPa{E~uN44k2Po9d)t#NvSm;!FV}Hu?g-Y+YLX{UfZz~
zHmtf4_HC-(C)^0|tu*bn?9dK6FQWr8G@W87f5jq?^tVpe6rHvf04Ia9(`9$uQ(|TC
zT?qh$h@C|kFAbq@Zy;J9{Z1>cOr%6*AMCINtPRT((;MeOvmdYY0J(e{L5@dwZeLmu
znIMH|1Hmx>LoXd)7z)Fv`KlU2Q_x{+XKYs`_yU^hZ24xhtfs{g8)ZcCp;y*tRG7q@
z0^|hWM3_L$6lh^-+A~Qacx6&^kgo2F1?X6?7c0KEo$>wek|673=pNvi6^ZXJxaM%|
zc(E;rok~aL#!JA@#%PTDq0wMMB4g3h8iP+K@sWqQ)giN46p+X4l^}fvFg)oBb8`)@
z8I8Hrl#VWwl$|kaZ}FK`WgoMZ6ccOt<M>$9ql&|WKNJx|heL&ir!{9Gz0;2kP^VQM
z!Js0qWM{1$u9qfqB_h`ux#b{N8f+J2^1TaaNV+pI5GC9OW#<x|*=x%nX9E{ot>5;0
z_Dv*e3hsvwwG`9lJL>s9${gL!w@H>L(+fY0F34e}V9{NrB@1iYvZ`(yP*?y{(xf<r
zSFdN37!S$yR)twYO*=uo$&eZ;;nE^Z2{TwLxSSciTHpBriJOJR&;xoD8hTBB_GHkK
zcYeeEd$B1W2-<R51R>rm*{sfJTU2evV>s8j+JM*SEVmd+0ic1~#oE4M9&fvK<y%Bn
z>><IR{2m+8d$Dlj34ZjVul#H`P4oGz?UK(;&H>j><zDA0c>`fHX64yAz83Gdq`ON#
z&a0GGBw-NJZ-Z>7k+f*NyUg&f=u|I}<2b^+fxq&H7nVZ}zQ~s^IzH_#Y~ZBA2#nrK
zhfY6GcMoOkm<KJID`d4S96}LQ;NPJT;fHXvkolISrf-Lmqi_H>tL0|4kCRig#(;LX
z)!^ysCSA}3Gm!QpIETB2oTfkeNX4v#<GAJ_jFr-urccm?(c7E6Dp`ZWn9BK}0A5)C
zfi$u|Z${I08CCCK`T$|bacSqB<2^m2ab+t`KjC!Y^Z3ve!z9x2B-&sbESs|^2AMyL
zbslynQ#^ldN387Le((jxDrB&|BIRt6EevyY-9v#NN6rh#iQz)>!4~bS^317YBwMeQ
zzJ=H|76WeH%a^U(7oEvs9~};Zr3|PLaThYB_-9($r7pk5Bll{Jlf3kYx>}1M8+7Xw
zdw$)!;ugXdE+&fMJPD?dK<Uh^MKZbZ3qXxD-6wvtv6Sl{XVvY<Jx3T|dMiFY4C>n#
zkKYi-u#Sx`nr4}X5UqK;7qj2!#lq?qg%0urey4}JtXS2WH?{^;gxH3aB+3+YWxU_4
z<RD``wih+>uaJ22rs|@g_K-B?@^xkTHFUQpj)BlSAv_3QO0Dt+`SWMp&-(3yLj6U@
z+RAiQRh;=56w^gPu>P?FuR?jt=42xu!q1)H=pvGdLQRkWgANX#J#~yYRnr*L(6N8O
z39f%%PsKdnBe-H9>Q8Dq<hsG!5na<vxHI^A#hiix$81N>e7;U;7y#WhFVUt*I6=%T
zak{@7?>>B*?`QM;qVj&n60RBz5kV(`yLTn*o}z=Y5R37q4ZfQL{N|eNT3}pq2n}h0
znRd_Yt3Ni;u|qZ5TsoMguC+XT=yHS=86#L&pWXL!Uxw&UUKLgbR{*6bGGukQVzoKm
zdjv+Yj-vl&8vGpZf04kP?7x`?Y`>WXN^Z7B1oR*DOn&`uZ)ELAz{vhH0MJZOFmkYQ
zvNtetAYfwn(<_&-jkO~%%+Du34Gdr)86!h8Js}%cXiWy-0}d7@0#;5|?VskvU#7^<
zxIa<w@BnkNw=qyOawO0M-io{@pjR?-btIsdumS=Q`tvIM=T(A0`*(+41V5t-J1_z9
z{mdB}c+W_{_y<%zJ_34CS4S~LN1#FTE1;MIGZ5n+5XBr=2pIn~eZ+u~n0}Jr3P6ZJ
z3kX=AU%12=3H~gi7!v{8pAnUmfVnaL6<AG9-`vQ+@mKm1RxAtzOpJd9l(1srAYf$u
z^|35yU};!@ng0px=PwrEuRrq#{$d3J_$wYzUQCQXzq|z$CGZ^(9OGZ;ev{#^Apeq~
zw2`%mqbV@t|K{UdY;1pdN@D?jrb_}?kM_1UKMg==M|&q=?f=c=|4XX$iZXf*7C^Lr
zAfgvCb9DG%WG`%EWou*ov!wvj`7fp<^zWwR@%+95i85mFhMm%T%(yrsfC$^7Arj*4
zV+TX_o(<Oz5mi5h6<*|}`+(vvr3s&GzVw!<!l;YrBKf^~0Qm0rn7Tvd?q1w!vd0Ab
znm@{6W+E5WPJYz!VT&K%C79F-#-xRK8z3Tlk6)PrbV$f@(HogBe;*80j|g6*_SUx+
z5>;UsF$MTfRYherdV3gaP;E_f=#y?}lRg%#Kasj`?49D++`++tDzUnzrU!d+Wl?NZ
zv<s?&bjLS_9xa&oVm@kIE24OCE=rT2$?NOusHmvX(b0;Eid%zw<Jd^Kj-qfOb4nBc
z&*&m%q_|)d88X1YX+asZg$)f2E-o$|xPz;!t1gP6KPH6<>k<vj1eJu`x0?0`9x37>
z>!>DKgc0p`Qdig3_<4AExVX6Z_+GrB?K0v60>Ge43R(p)E1EY)5>eyRMFt+n#^5z0
ztG(^*?VX*Sy}iBd?9RIh>?Z6ai*sW&hKvFU-NXoe_oMeIi-kVxi%OIOWUgf8<T$_G
zmX(zq9v-Hrr{iZ+Msw_OkSfWGS1cLo*P}u!P$<az3%gPD$h=YCeY<93V{>|Pa&mg=
z^U%L(B=*jchk&A3lyC)>a=o-z&r1)LqDxw1GzlcBJ=QuHP(k5}{OW@@NKbr!jWjsj
z8nz&aDnv+-1VhHs*jW}&3*T0f@ph#6!yCI+?AGuhartjloJ|6q_|fOFryb9kf#bsn
z2ne5JVc_(IKBS*ywNsjt$>j?h_VlNkPusb<QKp&)NQs_5iofiMpX33Mp&^_gNF_ux
zG>JqkA4C8o2{K$$xCfG-OUn-6C#RE$)c3{dT)z|E*>>lB7|4VTe*=&#B^C*T!bxuG
zOwUDT1W|AT7infLUus5H)(K-E*9_+uQ}~bsNpCQZR6^=di7SKn7GVJ@5L6-^f~195
zQ8hr#Gh8r$B64OHWnY}AG<j;~p=`-dqi*ITR8M9FTtXWy^s_v{O{3)4$p=gU$1;U|
z@DhzFL9>t%QaePrK{(Luq#y#@oWogPZtz?|CfCKO{iP2@5IyTMMYsN_pnd3q0D{o>
zgwm07>V!(#@~N_?D+G%HAcN~N?^%R;<RGysbcEqP2P;^GI9^%SOpwuG?SofYRR|Fj
z%B07Q=)AP-5pfVD1tSM8!WYaPpE&vDPg~qvkbER#^@#eQHxHUYUY!?9wquTH%%|F7
z?Q;62M7C0{e3dlbYQRmu*to?>RoIIrEK-F0gLVsZ$280oU7Vqa*{6aGa=NF$b@__7
zN3ZBY`cvQ~l{5uLFPC$8C9m9fr$v2~fhQ>nT<$xJK0<mItH~;~apl*ZxB68xp)e?e
zqZ$(qOV)CC%a5j@`76N!(zFo*TiZcrYjVd&IMV1BRqRE_bBD($?D$|CMI}ZldPtr?
zm(13M7$nwTz8^znd*Gvq&$%<@nz&iuI<)l2d35HTm>`q34e{@c`WoWQ6;;v}S~kLk
zH12eu&h%3q+|%yq-GTcTpy#GKv;@8~T?@HyFpf}F_yz`z^Tb@9e}ry5o2s4=sv}U=
zwIw=#4I&1R6TBEFoi+8~D$v*7(O))e9k;oD;^W_$1#}ry(w@*0eGUCa1p0ap`2=qE
zEUo@uM%G`d_t(e@)Q*3RbiY*oe`x7H2g*N2+JB89^omaUj=#p<Ut=Euy{efZP^U98
zu(AB5r<vFofP=~3ikjg6s;K`QNd9L<4gEjP`HxrTqci%^g5()@GaSY^6>lCpQW}bS
z*cj`#2+iJoYg5%$L+-hcv6vn8Ebh?kcs52N5b%8i0t$dc{NLO>@k1Te{2t}2&DtxE
zK@Re7iL8$Uym<xK<W@Us;MIOlA9%)3a)G3Ke71k5|FZacCIA8f@1Y)E^S3Zc(4H3l
z!cc+bJzaA1{bXD!c3Xo;ywx?)&)>PMe}nw>7_^0JeQz>vKfq8(Ur*KR=y}t?Ni3IG
zZouK<n>5r`7z(-Uarrd*ZzW6uErXQJ;`ziSPFDVK$H#lKfV(Cp_CQLQusL85;C^$o
z=&(DM$?x;hHP&qUTV5ZCzfuu!#!`r5lORqJl*Ev9H{T76_LhdV<%_*+JxKRA@2k1I
zbF<9y*`F#HPNDzU=6=0YXE9Ivn{bB!$e@FM)T&=d;Nl6(_}KR2G-IySV_uhV(}$zc
zaGUnUySB{C8hLn%*=<%^oet+RGo9v%{;r{%_qxj8j=wjcfU{dKi~HvD+26)R#N><V
zG)jsboe%wZJQ;A3@O~Qk#2gmQ!z?$J<8gb!>w306nI{(0Q9=H@7{1ee^?sIvB!M_t
z>&Rvi_u6_Ou8Q>tUsl<w!E^g=9;1qPNLu!^ajkyw<f>CS)S^ty#YFTYi_h!f>HZRf
zUZ=J8xB4$e5(gy#Wbt|=_qpGl>7BU6<28L2XL{O8>c3ry8;*W*eIP|ka4AE^b@P7P
zdwqR4Z}a~YOQlYmB<dCu(NB?hq8n(tJx!FUlyS3VQ;bJR=qwHyiD{6jQn`5-2HreB
z-s1Cl-u-*!!~(>Dg;Bt7dK{<_;R}kRj%meDl5^YAF7Z?_h`~P>ciBoHxbMD?^K`Lp
zCPo;{yZFY##*RzPCG>dz{Xze?iUu~S!}-_1Z;~;~Vp~JRry|><#hzfwI&~WO=XXsf
z;=ry16isV?Qb>o#t+l9_R>w*C+V91w*CyzABnMHzr{=ZajuRN*mcMr|yGDu`6&t?2
zNK#3EjP}Il<!>zGzBrqad0Vl!;H>dT{C6d<e*~rG1<E;*!u4`T23VAn0WlsneA<s6
z&8|^a;tu0^NT3p661PSUqG2UnEc;$Ze`_JS-@)fjUk`_f@vjDU>DgA|PCpO%2s5ln
zTpzB)jhF6Lg{4IftVl|dJ766D2k0kq5M<Cp<uXSxK8>u`q4y`;j{Wuc?azM;2NQV$
zS9qfDZ)HJ&K7rdCVsrR+=M4rp_9NB;7ySMeC>-2T?0n-p*I#|mj}T;q5nu)T_XB;9
z6?xCQdfC5Jk*>Ia3#=fH@Lvyd)C62m@!Km<{?ai2Kp_zLM=HQZ_D@^!edG5}4+09|
zAH4z!_($6Uhn0WEAV|c2MrNQ1@{f`5kCE`p68*<W_{T{2H6i)ONC1wH|9>zNFb|_m
z#<SYIpC5pHK{jwceX%`!x~B4i@H-i0+3@Y*nxF9O{&E)qpRd*H@dkJogU{a%<bZ(O
z4V_k_?Zef+L4PzZkZ}0s2lnVZXXDd;aeCPgkIR*a&*^k91B_6q)ntD-R{`X)jt-(L
zKX!OiBlwX1J)zfq1do5y()<I+!t6(vsaBG`^KRw_Qc!Lu%T3xV=O-&Iz#I$hm>3;u
z>euGsq5d^-hMa-fVt+-$9rSAjB&mM3UyD0w1R^|$*3x|H@#+UAH;wzVh@STsqv`CY
zYaOp!g9$+5X@}3K&Ae`kIPZ5-0vizj=6<BteehtmOx2B$s#0`&yZE$)xKj4`oVN@p
zqFsa{ZrKbDU>=V9Q&BkVC#!Ag$r6+K7Ao!}4s%1M5r5N!e#hu)9Z$RPL^cAX&^oQI
zaS>r!a$E64s%UQV<|{5wrY`R|?MYVbc1Au$0I8x5Z{7xSvrk2G**o_V=|E;HpO1-=
z`rpviYZ7$a|70Jix$GBzB}am8uN(&x(Mp#z9D#oj4I~K*xi6em_;9NEG}^!L;PH8;
z77vEbh^;nhP-FcYeX|03nDQDZpyNN}C6fDNwao*_)?6E@G}ViX9JO(`ze@h(Vzk`0
zk}9-vNKEVx;~oZXjYtLNhCcj95y=4x@521ia1W~uF5{KkMc7p_@7Ld_ZH{*c-)6rW
z?|L}D-cha044wbzzf4ofs+l5gz@tp_R8#>a378w=*8VrbjrObe{ZGOT8C)XZ$%Ol2
zF!~y<x#?)(QA&kcA|8)2(Q#;JdfV+g)u{z3@5O?aC(vzA8f^7nJPIUYF|s(MAt`kH
zTc|)8$8wtq8If}Onuo*TXc-q0-izH!#U_eD6lD6Q>j9Gyhx0h{-Rp|Tfe<m8-x$bJ
zAOoo$=3l-nvlUEK6>GTQS#3a1uWnUpsO?t%YU?&d%ubg6Anv=hVHP_&#PRPES$KNM
zem5YAk<W3_6xq}DWlvnja%i*imCT2Ux}@5g_o7P~FDdC^V5pn9>o-m+=K}%f*JfSC
zcZb)dPSbJGcZYKe*ETLgKVq&HX2d{A=JD03g`epEqJuy{gFq?$^9ARqqOZEfMf=TT
zlkg5V4OYCi{4BQbf0t<{=vwu9w$BP`f6S`mQ-4H^He7tj??mzpv?ZwC^XQk*yCk3G
zYr|LZzX&B?fu?VjS3%jo_0zxK{oT}m1NAqf1&Nr7dIv!p6p--W78U-rXOE46;kQMF
ze=XwwT>t)S>Gyy0l`PiZj%+cq1HY2>+nU1veew6t%>e)Nn!>;BBmDQp-%N<q<(b*r
z?NyoO&UH{s0|q)>*uu91=^s#pY@h%_OHx#RBxk{hk`#ktd$Dg8Kdod|w>94Cbb`C!
zut$2FqE%i#*Mdgnf0|@5b2h%&TkM|`S8aGYoqfg2^f=)RCki1TfP@6~_x<mebvjTu
zY__9`j*tBj5UiHV3oG#?E`kDxhyZ}!6~RP~-^Egyq`V*Ufa(RmLK=&NT$MujpD9H^
zYO#r6X?#I_oaq=s-ag^hqLHdb2LM2T(Zvx!Z&wSHP<?uj3qZC@$fp&{6N&zSu}%bf
zyNtDYQ=N0sPyX*w_*>U{j(yy?czY!&{{&1&bQZEk9eSA7j++U4SZe=gNesC`V>uJQ
z*m1wUg+Zk;*#g4-neBiMAm=>ZS78&u&co@`RI&UGo47gMANl5J)F6~WB5~V4o=FzS
z;0V6|Sw;{+f(WF&g~_2~;o-#9T|>Kw{DVJp7N(Ogm6WmPu0L^ErTg};d>KJI?v)3`
z$qcD3CD9wiOMfLUz$@k(q;$937+X5YO$UiRY;Vqs|8C0jCn62NQhgoOcUEhBl`k2q
ztQMN2Xc#~9&G9C--QJc|4wF~}7K7@xrN=<+84qX5{f}bkxOdiCNDw=}h)N~g3f{0u
z{ZR~oXHkJV%h#p4%CUooFtw)nwKzgrV0wO*?{iM?p*24^G0{^g-A()CmNng^FD~<x
zwEU{AYh;ioUhL(8S{k_8Dc<1DvtpxFpE8|IqNraLMqq(tx-?@*_~Uk!%jzNze_Y`y
zD|RnhV<%Cux;{w34u}a6aDWe*lGc#-zyp3bC%sTFdhQ{-99=h3u~y+TAszw#Oa2;w
zRZrSlqmtsUGH#QF-61g<9FtMnQg?T=btf629c$&sh9!+aL^Je&cDwL{BYAS$j@`#;
zve$;2yWVBa@bR4FPEo@K<^v3lDUDybR-^hoo~TfT!!DoDKI^yj9V<52Fb^J=f8o1#
zO|DlcrTtmE0=z;wdcxqn5p=Z>FwF>M3ocKMeaEb?yl#`JNRkBniMp;qQ|0QsU1Die
zzrwQ-*$RFHM>ytcc;tzpPc1`gxjE%mrC}~HqLNB{ZKA`$p>p~qnVfcliQ>=kuW@#0
zb#_%YomngIt=DY#K5)|*UU^AlHapN!mtGr%igN?YPXL4Ddd`{9;M{S`ozRaHrp@hR
zdjp%W7Y$!D-lV>uQBwU!UA*zjepVCg%(XD!IQNK{tAyFT8T{UmrlKSvVOcm=aR~B$
zN<{D*E#NII=EVHI!9<SWs3GS_1>SJH=V_Z%30wad%+@Woj?>vNeRoqPbxIU|0RZ+f
zbz&qDjgmIaM8cvV&0oNn5Ew6j`b(pJ=rn{|z2zcPO&V351UV@CimnF#tcXkY?mcM)
z5i&Q%<=hvx5+hfDI|3?&YfPdru&R+o-dJ}$T@2GZJrKxk+yGjLLgGK#H4W~`6W`=^
zDGo)<;qqWceXj~X8tfw-##0_y;rEm?TjmIvh%1By-4_sO<i(|!FJlVU(qHl~MdE&a
z;NgF9RbkPe|MF^dUKCD0o}azjc|o+DcN?^NI7<-UR~YSU>v4c72~P;1!+rN@Ap#l)
z6>V&>ZaVAxJRZ*kI&O<KY{@vxgvV-#Bud<>u=wyN0^Jy2+ZJ9vdv*{&E)qBD@$D+&
z;1y%W0e%+qbg9!kCf+uzwTYn_s~^xc$2B&{#*O>RGd!F3Kml|+sH4Pp`^{Swt0$t2
z!S2eDr6w>ae*Zn$;GSy%Uz^#XP7Ns)e}OMV1j|`vyy<h!+HP)!%8`9%eouaRAwF&w
zh8ziEtzA2035qU1Sp2qO<?om3Wh@T!8Gbeb-|v;p2UH^($h=3i76URzhSjzlB+A=m
zm9@mqsf)XAk2PpWW;~m{7jTDp_S{W^r;RWt6MQAjL&CorvUZE}n)uV+d}TIV8%)D|
z3W&&+d7goDUSvfkuyL!T9CJ9c5Jic#x|SCft`+N%jmIWivbvv6wzd1x9HRoJLcd{|
zWY{elrHJOaY}~Loi>{zuucQ-MeyBeCN`H!wJr*&r!G^J>)x>iVUdnihlq8wG>NM|4
zsg5`x0|@-?Q1kJJ%`9$1NvRF-;v6=Y#uuQ{C|~Fp5AGvgU2?wKD^WI@^OEkXu65wU
zdV3SoF%+)=Y%=;lS>d7NYRTH(W~zK-?DTgw5?u*VPLtO1%<?dijTl&Eq~H9pLe$Jo
zbIx9Sq!F}njv1yS4iD_)wvZqj&LO@dU6v;;Vop=0iMavbw31JiKJ~5S{<U%50pJPs
zR#6f^kWgq=8X7p?#{_#x(+>Hw%VsWwKEYwknhTt+wUENtB~rnFehLM)BeEMw?1QWB
z$L_E;i8z~?<k44+=T8z-Hy)K~3}i$${ch(cSc;=q?pZol`-j;TA1X}CuXG9#<CTA+
z5yt|yltjXjE?7J_ij0MH^v6;*t71;K>f2DN1iOf}!&gu33>G{_ET)ca>KrNM{S$-!
zRh>Eo+5w?cidTFu4j9IypFo0uK#Z@&u+1;0@k3BNE|Gn<3*i`QT#m7OPoXHyLGO2?
zi}^e^MMS2eUpLvwBN-Q)A1`z?>QnpqHCmeG<^96$<;RqgD15vn{m%>ZXvC2?BY{c6
zyI2PnKJQf7>WlUBSzf+RO~x%siN-YxFW<O)GU%PU<K)p8T7PgNvqsp-=54k2v2u*r
zq@QCC7!SDr3>B2!qwRGqTA<erDHAIN9O)1tK)a6Zd=pV5LM5KJPRo1n25hvkF`JBP
z`UZ*FY*@?;{K2)Uq#E!zk)x`9ba>b9h^)m4%Y1s|!LLxic4|s54&JA`iXQ)TyP6n^
z$H{n?kL2VFgo*2$^+H5=lak%g#{;+3KnoMij`?kw$0%2#`DUB<)17yLX`szYKk7h-
z>qscdM~|XU)drekhE5%XnD|%G(*s1=Q@NrKAPLCeewJcDb@JVV!TEX8vh}8PDB)|t
z3&vS}B}K5j6IE7?g;=+Kz;0h|S8_pT(&OzRlmgG9+tJ>Bc>=Z!HQ4=ZouoJI?!AYz
zOBo%z*<%Uq1&>~%98#rz)uXxsB<Oo!i;pthT6fEPKlHs)Gi>GbSV3JMs_Hy%ky$!9
zoNqj!#w34WH@QDsr|}zV%;0I;>Ji*a4cOyjWI3BMn0x;*EQZ`^T0k4I3^G7VSfFu*
z)s&gQU^Bt{ti7~xuGdNSX_dKj7~^QsfMgX2uTBAtAn0R3xf3^o$1c1<+RXU8+7HH(
zY^Z4$OZJ`C`+*Iq{wO9H5RL7s5uV))*l$Xu1dxV5D`|03PGY9o&7t>EFSX}{(?YGc
znqi!w<0HekNRjt=lp+}><$TGd7=M-#@~~IdV^=HI5wG{t10_mg*VoXpqvW>DYLeJk
zF@T@@&n{x^%q1T+6rpTXC!v3vbFSuf<{MOul*FAk&1TV6^{I-)VQaT_r3G7&v>QU`
zGX7h9n+NSD{ECt$m$_QVE534}rv2dMBPO#Xf^`ZYxah7=SfA>w@|vARWUNS>vqOp{
zKEC5K)RXsaZ?&wFNWSr)$K|G4-ILr{>}|eyHcOC!DdZcc-}QR;f{5m7x!P~udle>N
z0ncaa{ggNIM#G#C(vS|A?kAvk`q^@AZq}jqm{kZ^?B?GmA(IatJ9x&}h^FTVJBoBy
zmTaq?4u<Y3G^N)dJ3(oj+c{A6rat$Wq|hk95m#L4<UXB4EjFetzlke4fC47TIXjuj
zElPCLYC#_T-RntB#QsHhlqz8YZ$Qi@p*g`X)My{065c`ZY@QV6x+OWmMWw>hw|$_P
zNyxX7Mn%U>uoL>1)(Q;-ijhRA`f}+LFIuDo4YG&c>Zl?)Uh&F`&4#o$^1?$dBe67&
zkXM$^7cKOxsYPnikDgy7e>4wKs7-j8a;|pgCMjI??v6@C8ZbU1$$otud=xNSV&V3n
zo;P19md`UDO{+7T4qnf~<#s+&^04iiZ1?iW^|CJ$jX;-4V<99x&#d|K42Q#Jx!lNj
zZL?HMDW7j9`@IrjOtZmS=CDx|G(N6z3`fnU5x3SaQ<if(QIV#*QaA)Yl9x*o-@|E@
z9!hn6d6lXPrzFPV<7y^zVKp6A6!Wa@EC@<}si1re86qmH#@Nk#%>2w1z7>4I!DXuf
zj;Y7d9PKfIL&xWO7Q~iO-Op2{MqRdpV6p^nk}};7N-(r+K|0whi+MS!IBQv+q_BnD
zZcf);%WKB`??0h3g&daveT=EPoGgDjm~57!YZ9?Yta{lPojElpCs`N7J6)_Hhn;S9
zyJSJ}hIioJ1i7SyGlXP}b=>Oa7VXfN7VgM!S#>MQ_U6ivQ;}_j{<1xJ`ve(R4s(f@
z!HhDv9Bf>f&N0`M+}>J*LHkwWbiLx%?rfN=gbxe+f*zA~#uz(yuc^gl)>?~ontP2h
zuQUlBR|`y)sh;S~HE>5z6v1#SN2|JUFl-pQ?cxg;f_-ej4JbS|%iaj{xX2Zek3}5a
zYoW*%Z|YNS1l`o4fCV;dtxeFgc7>li&R|B<$o8CPlGlkHcQqiY`EE0!j!)9=Xg^a3
zA2=6lg7uC3;YJiyjaiyNLSD}EaN*6!?tdN@mr-Fo8v*@28KVNOCYFV7bDi`35pS?c
zYVDpk{Rz==gqoA?>;2t3W?5*B?tA07sIn8qw;$VE!9xWonRHnANHldcX?>vm->!J9
ztUL7VUyk!<yJR3M5{8?OLUqU<B66&pQq%=zY&f^)-vwjyxPJ8ji^-Y_?hL}vNzGaf
z(;ixnNJ84^Ik|r>x;&PMZ*dt*)hCk3-Yv==iM~$^fXeEB+h?+nvvsS(>Fqf3)PTop
ze}6Yw2=Un^-$i<DoS&XeKc0vZ;My_9_h?x>NUDNRBp9{paea`a<dw%4xQa#^R%k4N
zkd2f6*4GT^CkDh?EMm6J!^LWcwQFyRQ#iT`$!RbDvX51@jPX4!a?9G~$YwDcIhTWX
zvxy7J-G>HR8Y)YLP0g<+4Os+m<TwcU2fn9bc_7jRJ|pw+Ay!nrD?7A`<f03UJ-5TL
zQqzlI*ZDLv@v+F#dsEzKw3@4|S0u82($u<PTxOxG0t}9&oQ#))&ekTB<W}WhoDdE2
z&|3HopBnewl@;ocTW)QJlNY|`dLQmOm}myxa2Lu=o)#W&v0w66DgBr;OW35$oL#^l
z`-Jpq^>ufN>oh~F^bMD-4r6BKl-njvgF#cm%l;rF#;728VtrLy+j6uHZh`v)H;lF1
zrMpXD=UH3&Y-SOeKK(b5vux^=e&NV$e6Bk<OIb+cqFqE9foHt&nz2IlW*Zxacf^={
z_-EqZ(#$dno{T%SoXjWi=hMKLZr4yiSeg<!K!JRv%qw-_<>#8^XjWs~`k?pnT-BzV
znXy|a>O;rUolc}uu<tk+B+4`0kLoomdZIOmV_#Pf#y9hS>PMFSvgcI`vgoKw_5Oqv
zeup$s$JfFBnoaucrUE4PFUeH=9y64!hgN*$)SX|rrVC$5`Wtbp5OI!b;fgG`Zh$)=
zArhzfr)odl)=tYxX`YHuP#{;a!=i6hXrhqgpKyB9EDHpUirDd;xH5S@%|Wjc-gXs{
zn0`TV`$1)G;(c2N`DUo#4pBf~E^$F(JR)oY?R*_wOeo%A$CjIQV<HW)%IQIr7H*WJ
zEhw*XJ8MzSwbB^3!GcW+ePZ(oYDpKq%Uw)O*78A=+8=Nv2pPgCqiP*PP{mG1MWdDN
z`<Qa8stGsz7=`Uj^YB8}Kgh$=Z6k+m!dUa_;BS1>etnph6I*4eRY4`6<*u+iM#9K3
zS=BGswZz?fYdQZ#d+{P5lLR(+Re_sh_ZtTQ3~l6<!C07WS|;&$O-n}&VqW3L{NSEQ
z=c6p#<Mkl~L9wD*l<3(Uws>B<b?$?Y6*Z2Xlm%HhI35;*?i=;EFxhK~E77SKLyQJ;
z!6WSYZ^IB|rqdneflCPd4+UZ|c$O43S1@hTd`|U#bU-mu($PqYZ1L$hAlt-}!5a$i
zm7;BUrjJo4;dFepj5%hj^;C7l03aQ*IbQauY=G2Nb>H_7OTM*yBliF&^BQn8Ima=Y
z<=RwM#gz|HL#iQnhnTf>_^l9C=bNKFcQ4`5Iej`hAxM#Pd>5O*Qjr{fwG3*3(v%5O
z1M^Bhy_6|XLv&H35GJw^THwspK4Wk7eUJt}-pYP{ap`tCl8Nvtz?l;xX*R`BM!&|n
zae50A+L=fZ@qU<R|Ijk4%{J1h&&_3aNQ60~*2}_UE;LF96>;ZW>a5Q~=+rKnS1rxX
zy1U_l_AYy+M504o!z(t>O6LFw%t%ivo9)LXM+<S1;bPaZ=g?v#h*zr_c_bGbV^s(X
znjy_NQ!rMD*>^=_s^?@Jpn<PmRjL0YSY$EgE}zW$cKg|FvM9`W^ZkQQ<;zHIF809g
zW7n#lP>(qx;6{n%*t`3wVDgdMCUjbSIw$-B>>N3{ru9Q|Hp#k?qX_3G&Slw%Vrf*R
z>I-`nTkbD`n~9{DPKey$Ddk6zp-IL8@x4IozCBrhDwNk+kRAW#US0Q0Sdo1FXMF$$
z0K`UlGXVpOZmFe+dlmLc@9L$}C2*A(p7ELJW22q9LHviVy#h=*rtt4}Mh4}Y_1Pxi
z4K)|~aqoy;40n2IG2L4&PZK{p)3=d;R$<%^v3Y*3(SIV38Tn)uALW&WPp)r;=_5E;
z;OSg7%f!5&T0xC)bjsQ~G@~Zt{(9RYbozM`&AHFrw1<7z73snye1Y;~BX2p%yO!Ad
z<<$bI6xUkDd_9mEMlB}7JU_5<*>C>fGU3ot$TL+I(k&<Jf|f8*LLS|lT`?}l($OI+
zu2lMPyC<^M!H4j;k?YE^D?rcpiB-5U6Yy2sEtHy#yplE?ww&EfxP&}-R<OeGkJJ$B
z0~s_A891^>QQ^?fRXn8c4OTSzwcchod!I%nkc&uZsm|X=GeCVWX`(0QuzZ#8mc}xl
zYN0S8igGCDIAT3scGB`hwvL%W8`B!LwKgGK^=>_{3+*|{`JBl7wJ>!UtB9JoOc)+S
zmn3nk6I5;)Cy{2$6Uc&is0ZYdm5kPJ9UYB-Mf3A_M(f2P>OGCFSsoRGFJsF_&;BNU
zdfHAog!O|Us-NdA6qRThra{<JldT5_nXLApp|uG?FY1!sOS22;x{`_M{d%*HYbwfD
zftN?S7F5Vx-nCte|HIx}1=SgJ+oC`S5`u@|7A(OfxDzzEySoI3g)iLQ-QC^Y-52ie
z?s``8?|tfO)qcA#_lcrtTECv7d-fb-Vs!AEAn)80a=$eGSqQ(7n6@LcAdK0MduYuN
zDj~S>Ah!9?bNDLB5c(N$CGpuMGINDq7R3_z)@#N%Y4ns~09Sx>CqtaP=y%B1VoI3v
zmcgSXLNL@ltGP*aW?wF|mR-hiS>?y;)_TizSR&@(4Dwp-Op-8D$PKCH-CG}~fdcm5
zPHvuK%O0zIrW<u|JkI<lkyN@*&%zQV_8hm={UR8)F${w2pA_vXFx!Wd#@y49F<6w3
zddGt%uII@@<aFz?InD9w5Aq|ryvO76)Wh+_$fWPnxxrV^3{+5lT8)R5vz#M;|8Ifw
z4}p_rQEOD<vD(~wE)7O*kfmn)tNpAaw&U{*#Aquf0oE<Jg=Wr1)D0wI0}6wkr{Po(
zt3Di#;}hIDL=wq?+~)v<Jsft*AiEXHWVW&W$K6(}&AaIDeO)42TJ^mOx*hlNMd<Pq
zgl+EHTbI}l@_b>xHaM+9R+-t;peX3?R>n2&5*xj|{&zD2D}kS?V*0rarqixh0pBeO
zf1*GCyO^1#AQ7H<+7}P7P*PeboTOkj_}qLEmp;3^Ep~m>%V{Df&R&R$)v)X@ps(SA
zZ2@#RtD{$yz##ty0F33F??^pAPqggGx%(|^Ld9F0w!}T+lqlc-ZWvOv0~tQD{Cvx`
zY^sqAGNFziD`;;$mmmQCG`tVBD%G%z@*0{G1tdAYRXU_7uA%<`c9_s;)&sTYiy33a
z10G|U!{u8RLi<<R4d2VNBD>;Z#Npr?TA-;H!IQQOBxPK?Sl=a}HXUnnFgNEi@4!6m
zy2}xfCtXX9p`hy)>^*p#J1_gCe0s@hyma>`zEWn@Uunac=MB$7ZhWOFhsG$f>t#|I
zEo2^)7tCoEP#d0?`)T_R<8R4$JKsC-<0)yJ%}Idovc7(-Meyj3W2@eh9Vfu9_wknx
z%y7p#Ls<sQ^>P9xoxQ+E2Fv64NEVpGpNSE|Ta!Vt7E%^$GmGj85rlu_(jU0}GAK6k
z*V-8|a65=H#Y9g(uvNaASCBsAklkveuzZSAvTT<%JqxDf9OvlM5Z%?Z>!nfYeS&Kc
z@$HKWNg6u6agwkEOcwc(h>|A_X#&0<^f)kc&QW{42y)*GZ!^r^lKX|yohOZ6JYkh}
z_a84@r%;~X>pfXYL~cErQ^hA;6(9ueM%6ngt}KS(mpgKYP(QF*${Isz>*3H`kT(~+
ze6f^{X5Dh4W@^G85pIX3S@)06u=z>59h15SI#TIOxS#F*_@g@hj;*BdG)N)~ww0FB
zLJ3Eu-l~Emsem}<k4S{Q*Zt>`&M@(pjI+g4ovAunq$>e*s+;lhDuQyXXVrnNb?r~?
zrCk@ST2_*g<?Frh!9PTrjKj!R&a`-q$s5pRdW2yIX`twv0>qMS`?bmBnr%{|C+t>x
ztHju7B18dJ!1`{|geUIx6pkNy!=Y^tA>eOH@?!VZX44JUJjBIpuu+zL4EZK}tIb9q
zFaR+VU~`CP`F<vO7LUb!p9m9qhCL+nWApBSJLV`2yqM2yt)E#E9OZI@jRYpvff3#s
zW#(Wn4L)VC^2z%77eG;|VJP3ueLUGN-*nLvX_WMz#1p6wf{#vp?DktDq}9Q9gVXM=
zAQ{Q0dC1kS3GJ4qtRRed<afj5naxKjhp#rC4pgp9?vq5Ah=P90=v$$_Xn%*fJe%#s
z@aDT5WRxhw#6(+l^fRBaS4}2({W_zrBu7>zd){Wv{8JAqHJhEvt`}XJL7!krtj3dg
zw^3o1*vFH~AFC~vVT$$v7OrWhbBRqBfj@%35?Z>o^FKJ)_lAZKj~r-$e3w^ySeTk#
zqs3_%qMLT{ERFe^1H?FN-}cvk9VrE_?l-wV8Q{K&-OR;gjLW;hNLEku#0fGD`QALV
zF_ai`-H#>jIrWu>j3?iuJGt#IkQ6xEm5{Ktub#D0-T8nOP%P&UJ}M2N&a_kn{5G;}
z@f)S#J^YyeT%jK6_paS3m3I|6NkFYLWe0*BsAU*1Gke<jrow7YM`<B*l9ICMDw{LK
z?5ePw4L&RO94e?bkC_^?l`f}?Ve#NIG~y5U`3_xfKN>6Oi(k#ZtF$?cxp1W)4a^P&
zt`H!HVkeR_HLV&EW2B34t0=b^;vewG%k;E*wYBT1{<Ia}dfNG;F8OK46LZxS?a^S6
zq(L&p!WL@#9wr)5MsFrNnr<$o5&ulcbgn+^19!Qx%_{SeK-u_FYG&lnyJ&|t1x27(
zwpD<lpr!Q0MGf3he8y*?ulF<Z==<VLcV;o`iJpLqg{T4fI~pB>vH{G|x&wx{cDEu1
ze#f+DUTx#)fM@Re(bOYh^s{t^K3`m@J9%ji76`Zp6IETW<*LZXjAJ~iZ$+VjQN|Oe
zky>)t1GkX}%iG>RiUgB>Gz`o(7?&7*#-L3v3XN7L0`~4nA~Ax3z_yGiGPPXmJ7w?G
z*Eu4juTguY^#ttGs7SMts@@+9l;Tc#_Cntw_0^Tm)+_vDK?vC?D&Qn<wYgf<*T3*N
z6GI7ZAt9Ext2(5R?^6Gou)g*-sh00U-Apmd3@z1zNBtRaXs1<7L;c%JR>diVx5~@=
ztz+yi4z<U`A00Yf7ayjCVMh9|mkXpBiVSDrZE|oCoh^q1W^n9_v>!!=!{M6K^U+#t
zNPJizWX4`^lQ;<bE>FZAtdJWAPtOoN!Mn|Mz~1`VG+b2vtP6+1_~$7G%>9XwA7aQS
z<Fl1BYLP4th96(u2(ooJ)dipIo+pw)@xrf0Zxoga9{>i%h$WxhZ~3}QU25Ff4!5sH
zVo?>d7Bw>F*f$Z*Eas_cw#%)#-V9dM*TAQqmK-#x#H5w*2$7Us1<Ttb5Y=Y>+~bGW
z=cLam?&&Q?5;m!s<r$1!xoNbNq@A_fdAaO8%&<tcg3o2@BhXi{q1am6Qe<nIb<;m1
zh%`GcEEx3*48?aJjU~A)Ngc<Bn$AX-!e|6k7(Fo6$D5Y(Le!BW{g%V<H&2|6Y&n;u
z{xqgl?H6mt*T4nXy1xJE32-KsV0Is1F@7|iugXaa<5BVcXl$6fJrMK$O1CTyz~}U*
z#qVGR-^Q1m9_V%79PzlD&mU|o*m`uEY`YgGQxz2!YJXPhy|-T&6lr&%dNCIg;>0-y
zofLE`Um%~!zp^AGkKu={XsMR2T%=7d6wcIuqlp$<Em!n18pScbSOVZxs>dWO2efP3
zs5g(E!l_JZitvIb*DX8d!?3VpDm`YEWq*w9JL}Bd%pTIl;e}^#HQjA^RjIRf)R>W7
zLY}8G+!n*@KZoPY**O^|9928Uk^LDCQIEr{qow1>%g)tTJUskG<q}p%z-H827t_DW
zY`0XgKk+&cY}mtM)oQmli_$RjQ$+Jk4adZxuLtT_njpwr0cB%5Xuar;Uf2rFr2to2
z=PlF*bG=NR71vTE*7n>1-7>;lgDmblQxiAAy8YQ>tkkDL6=d$K$RA&eIoCA74*rGO
zF9+9dl}2%XjnfzC>S<)pciAhA#(TAPB1nJ2IsC8#*k)f)%fHaEzVzbx@vbOjn@+vg
zh6s)kd99a_za9OkXy&tcxpqBIV@EW{9=2^2a+9(Dg)L=xgO-%=2QN@JDuiU9o6F&;
z-a>NPjy^pWHg3S<t9ftkxkn1ipA$(#lv*NPR!Y*9Gnitvbg(O}Im}lgqNO2JZ>BKu
zm~*zteEy44qs6e}wo;Bi`HYC3L1>{PiEw|}%;#k{l@gje8vEHFmf&m!tyUA-U+M7Z
zjRbShZcDP_hpvCQ*phVQd1xsFb^^N&HjziuFXxIem>kbMWAx|f$DyTZQmvB7rtCF;
zPICOTCbI4`9PU_C`siR!y%|qmE1ObA9Y*F(j_slgqd##fdYj0ql5*Z_wdqJ96PgMO
zLvgpFrQG5RgG^wdI#cyR%D+QyxB*J%mRLEv=4u<nrZ^SO=dj&^Ub>B}4FXnfDhAA;
z83wf}3o<raPCxWVVtH6ZHs3l(Bb2c}$H?8#d1regDds6l;ytH)v}-$_(?bYW$f%X*
za9eNRD|I+3+jxn?oQ?96rXyW2FIUofZ~1+A!nCW@D|{&?mpEV7Y(alEe&Z%8_JkR&
zmg-=qqisJW6n{T*g?<Hg#ujZWqF4g(<hXw+b)Gh@=2<bcK}|`Gb6t-na&&S$<_9Y2
zwjA?5iyg?fDW#^Ldjl{J3dMrF!e7?TrBVz?fvn@i(%FKy6qF@|7{T*`dQsRFGHLGZ
za!pvZwA#m7vl5LXghQEvBvitqlTJ}0POW#YS^PG{OV9lJBH5Tv*IRyUuHeh}akcw%
zpaAZ^8{joI$js8^ZFXmOAEdSk>EEU>^*!xIp`HFbHdxOn2{8b<$~seP>YCqb=JYdJ
zPk7>#wG;L#Tr$zh*&1KvJrwNeJcu?ck@y3a#Tm^yCp?>@r7!{9&bC1(VshEagI`dH
zTe@*PwS5i|x3qV&7N@Bj4K6O53<bj}X>SANb&k*>OKJA{!6w`St8`lL^wDcg{=3fI
z=Nn4EMCx6eX$<Py<?*ud&Sd#7D$&y7MdJR7L_$sXZ`#mb{<yKIOcwU8w^zqbV9%LV
zB>fC;I$u+rAxvh9fslysV0;#_Gm;Bi&X<0i+quMy!0l7^bTG;yB%##0iI<z;dwb0B
zZ)<itj3)_z{FL#SFSU6IShu#dXOG1+O9H=;cYiBU_xRS#NqY$2z&Y!MT3uBj^AOWF
z2N%%<4Ei&E$H50f0AI~#zmHBJCT+}>vH$)RSUi*CLqSKQo^6|{70EeLr{;$`udP{C
z%P!GpTcDMFDM$w5%3Yc9kJq<-pUwXGc6+>cvedLWNxU*Rpb&@RW_EtL4cB&ke?rh?
zIMbn2;bOb_vTQ8D9}{7U$oQx{QtDAbDT+H%$2-ph{d0U@^{rO5=Yfu9%jG2ot{Icy
z-c`Dc*4R6-@lVMaexSpecz^g$8&2`seS?F!&%L(KbcUy4c8(Fn)-790y62MK?MAp!
z=6(Z%jezqt2H2DmeqFs;y7A@GE@H@|RCMZ2xhekN^EEEk;lx*UDF{W>svcHP264?j
z802+=10Ks>`XXF4PMfv(%lDi(D9}BCSjvOx>-n<RQ*UQCX8R&q<&vx@yBFV5fXFn3
z1PW!IYofW#bLEPsVfz~9QqcKz9l4${<;%t@n~3C73^93MY`zoW)F|hH7R-PQ3x{qn
z=W%IGs&_Ux6qLo#hDyCnK?w4DK5I}2T|3)wPPultDSQwSe}qojG1x`>V`HBe@yBwM
ze#wX<Az(DMN0eMy5(`}~T8G~lfM@3Jaj@Yz)uZUji$GNjT|$`zWC0+_W_$zZ)0+b|
z*<r<Pz12O{1n{Q&<>xs#S9!zd3E#e{74f)1RnKybXY72)FgHr7TPOJ*b-^;KfnLQd
zVrB+|l~ynNNx=2oP7eFGB`>G-244sP`3r@cIHSlxn^+9_9oeUbg6VArMM8;P71De;
zLCT3GPQ)1)0_M>bcuYf17F#$A9IuDA^>i-cZy32wmtfcY>>%++AtJ(TafXSD0dSDR
z0`B>D`T{>>_w+f#E?(-?3G$hXf@#ORy&W-1dYk7tR;6;Moo!WRDXbo;?~awll_nMy
zznA>$)XIAn;(2L{fu;L6u`FJ0b49M7E1I2`axoKV(yQIoN6(|~soN2-K3GVMpO6qt
zr6nK@@2(sDIB65eC0%pp%7FjYP{3%=U0}40abax!i}JDH%3@R#LrqZ?rkF}y@_CNg
z;N`d%iSUUFB@<Tzwt$!^AePkQTvDEbU41fKU*wr2P%RK&@5b3GiDjs(Q5H!Fca;a@
z7i@Zi<(PH?wE!U!J2EzJ^F(3Rs=uORF{QpTwR%Z%+{Yv+Hr?BLcSCq4DD`q$eBP(I
z!x+Mp_aR<oTEco$5?Z86#;_X8MD6q-?#~?G+|hRSRgIS-;w2iv$2r2V<}gx}%hZH&
zaExxyCy&Muk*bNB%h+$WuED>c%+YaEn}h%bDuR>|%L9FLBKSFEAAAZ~$c!4MMEmQ~
zu1-Gu=_G}kF*De@&cqFh3EUF%58nm*Boy&mq?A&juT-Vn0k_7NJCU-cD!aaS00PeD
z!$IBdyG;z;v91q=DHj&M+_-PJsQ2>aHjOcXX5GOI7ZC|^&Ir?Y)EZ+YxgAP(6p<gQ
z36J&Y>k)@Y@~#ct$JzHY`N`T4msNsE@&-?f?74Bdx>mf4FDX{}&vXBNG1W`B`#L%4
z+<}%cVj?B&`zbr%U>j^sJjbIFSrj$zNCB9+TjvGB<WHQc>F&CRdL`l9k?U32&^b2Z
zzaNJZx>;wjDqubkII=sOrHXx+DW_d1zo5j%?tIhGchZs*I3kMa*~DAWu^u<WSG7U#
z56YOn-SS;NefkmZ$`EHkq|p$+!*I`V=;KA)3y~vaQ_G1jCe?I?^U;S}a*l>_r-Tr7
z3h@qs)p8&$ME;|DwQGXeSt0Pt?C+B_s^5)g3aCx7;Ma0Q7;zoHfFxd?^zf-Y4eZ8m
zVu5S7m?-7+1W&g+QiH#D?i5^@_iQO&p^V8fk$gru!B2tkAVISL_gL<cL0y%tHz=l*
z+2PQapNrM)gpXPapgZIhT)Ac#goPhLxazD<)P#1NIpiznHuO3-fQ3whQ7)Cq>|S2y
zmL8<wRZp^4XQ@f3DBOL1-#ewUZhzr?ZNALk;cGN>`jotW%kqR|ca(rKKqjCWw>-Rn
zExOBVv}p+wd)?%c%P<CpBTSwt2NW;MKlPBxza865`1#KKBI~!^;L9*og@I4Kq+(bD
z$Lr33u;n>VDH?MHuJ84lnVlefM}x}@jL4^I4^*PSr?zwBtngLTpC?TGVL<jZ{TF}D
zW@_toK!c5_!4$iAo`d*#_i0f?JR7qGj&8L)#+uQg;J&jI+vHG9F4Q@Ld}mMSr)hJE
z<3S`6MrrWm{ScGC&wAaS`Ot$~s8zz{Fqc*G$Lk6CXSfX}V(%i<b+_|=ng~z--eloJ
zK{0K|i}r_x{S5AG4i9w%SDdO9_dmO~F(&wfgf)gWWRkYL6)eePzfO22{>)HNBq)ya
z-p(0QNwh&|z@0iYDCHra=Sp9&#`TI9w7C?$Q>~=i4`36{I<px?5Oww}Pa&Q88w=@?
zMB$7`9^e^Cx#Y@HJtwQH3F?Jk)O$+5JU2CS-64EvC<(`2wLV2K-s<e_rR?&CU#`y`
z&x>iWVy2n;ilH~qzLMrCQZ!$0Y1cWL&&1PP85S^I*Kx#Xc#-KV>;yyJpXkLf(Sj0#
zjVIl?O!0I#8vvaZPQ*IkDl!t8x;-zu-0+d}F86S?Xl@Gc`S%fkllv(!YPki8W<W9+
z_sh*ahLR;=2ME$~ASm8+_`=zP`(2;)DC2|koAsPMy3zu7`)x80TJ@{1mC70?EOvTA
zA@Kce31Cx;Dc`tSr0c_mgShjhVkQE~(o>)aO)^`mD&2-h%5Li>arSL|S-@LER(CmA
zZ;U&0TcQ6A2fd0dD`wH|W#Q1teCp#=cDGR;I3wRZht?zBU?eDPlC&KD)I^`d(f(+4
z)Yom&z%0uR>m9YjSihZztFH!6MKt>^S9a2S%#C>EOrfJEi8iR$Ufb4)Wh&X<KLB6x
zb97?QP#E-23Mr<M`h?F&iw)ZyCA}Ti69lY<p?#9*4bN?Hxbm9f_-%$UK@~4+xcQA+
z^j(O2(@Fd3+XEAQ7(O<bl;VZRJScx|jGi5o+Er|~Xgq11V0CrE1L=|-Lw>6L{*KSc
zT5Q~hY_J6LtHtqj1-v^J!p6!%(QWIK?n%NMX6fX<^XzUN#(w2?rOeajjNwm3U^8mh
z+bkCdLCl@-K^G8D76iTxp(&5=Ki(&wEPE%Ll*EX>FF$6eusUWrS<QY=M~w!Vg5M3X
zl=+rU2<LfUs#Nyycy%=PX-m<@l*ZDRo$K&#7_`=3`23M+PJU@*-(OVYHF+B%dGjY@
z6WC2UQLZO`A2Re$H0MFa<%-dXNR0TrT02F``ovXHp+Ru{;~9Eh0uPsQzeI6xL%#1V
z%Ec*x+1w2$g~f4`V{c{c@-woSPX<Z~IMHb9s#F%~3Q{yud8oN9^UCqY3+~#y+iumb
zPp16O0uq{x5%E52coM*{jQCB(>GGc@3zONDP0mMxtZ>$I<M`w*m(Fjs^m&n`rH_ux
zl*=C;-9-?4JeI?Tjjht1d=y>_9uZ+qPXyebkf-{6G#ZFdVyw1b`05RCFDW>`FQ!5X
z334^Yc_9^jV<Ei_8BI)%r^cCD)Cl+h89A^>_(|__Qs)SR9M*`;Er4-VzBY_YNB;Uk
z9Vf#ad+RHFg$Rpf)VJEL`wqk=1o_qCmTG1ULh@oJb$8C(iR;eN!y;>P^L)Wf1jB>-
z6=pj#O6<Lz8gPKCIjFzVH`)7o8E%`RfR6ZTv9-V&?l*1$MCY5AA>*7i3Bk(mlQzd<
zHHQRb1^+a(2lE(w3Tw@WE(atU#9|hOuUJ%b#7YPEkvoeOf{M4v=5e1ZT0MlsGg*CM
zgBW`ZywWM1aiyqJ!)y{(;2i=aM@-2XmR%ox8Hy$k4`@<oeiIm{MdZmfe0Gjs)kUQL
zHoY%DCm+~uGv()SUu~p4w1kU8D`Tqc1Sx-smf>zaD;q}4x+ml7?1Woyd|l*dJ)X_J
zS5cZciE4^IwH@H~1I9UBELhT!Em-hw?r4J5Zw>mZy9s8Qj&NpDZp6$mgCn!GhEZrj
zFa(!=Fz$&xY8JbLe3%ZT)ZjfZsg<V9coj#US|MXUr><nR&@p~52)MBZ{c8#`U}38N
z<@Q}K0#;0yj|ivac;#%t+~m80)JMnx6sLWM95REDX;0jcXu;FZhj-@Nd9+I@t!=x!
zO4JCu`Dzb4=o#O{ofpE)c)4JWBaE!>O!Sjk0T!dPKB4qA{EQ7*fU~&|Sh+!qp`C`m
zB+Rfg_LZ+w*H<4K3_~O>Qq}Mx!H@EcHp-PcOGq{^4<PEO3XfT=IcerUqn&SyT*Akh
zXD5Cl@7Q6>Q?W=`^qEM-WI~^yE=fG4b$mIn_@1dKEfjG`<)Uk@cD|1&kqFSaGjbk&
zOINGy>^&9ovvWL^;AqfrK>=`_QUwbvI~>Y`em$dKBEyOm5$h1b;Vv2Dmg<nf8E`<|
zua}^Nh!lWBgdGdoexM<j|7jvNFe7^RmhFiSN5mXIMGNx5J~ELUi`y1SQTkR%u2&!z
z!+{_Xe@Mdn`;}fPs3<bX?j8_}wo^?M`4xJyx0*(C-%;vCYmO=n!=!@oX`ALh9@Wyy
zFvU<YOXRPkYfU|iOGf&Z#Zx&#W8+eJXR9-e{<g&^u37j(h@%-^{@Cmw*lDZ+l*Zey
zdDU!!=Uv`+yM5zkM(OH$<U3!o^V?h9g2Y@2M=7#pSgNah9FRONo6NBEf4Y=X%APf^
z7D37Zucq9>g=T8)@C`ZdEN)>@Oidk0Itdip*T=G-{c-}%c^pT7yz!G+>ZS8}bjbFE
z&(D%Z0UNKYsu7Q41}TgQR2u=(oV8}n$`VgeV|rE{<yhZZ4elQ#lux&9D8eVhr^z*$
zqivzRVo?v~#%c>c@jh_POQ&xr(387Cea7NmF|Y@ta1}fDvQXlR!Kbb3);cqxaTJGa
z#I6q?YAWGTp2BZ!Sm<`<x{Oei>sBlT>y&HEySbhT?GThrCAs-F&NyfDSaWW)67Rv+
zWuy$YsPCJC67O4bHK*C@zxGh&m$Xx>^jpM)Z=F5pUHxB4*xl~aljO_H90S|#*_&9k
zF4tXeLCWYRiJHMf=Y8S62)1l3t$#uZ954`f&UG3CL>;2cy*)YMz(JN~%*MF@?X?E-
zF#Qt!qnn3Cuh+6cjd}Q*Y&8Wo{rx*ZyEW&V@8wnkHw2^S%-O?5=OKbr@(qU>ipmUJ
z`EO83oR)UR*0VO{&E$A!bI=xUmK$in?!rT$(6GGkx)%@<mL^jUP!Wy-I9m*4%JE!e
zaI*|ht>k{r#ISleL(g1blj>k#di$p8k63JQcE7?%hP@xNp2W45>j!owFB_~*TRe%=
zbuzRYzQz_^$6+2j!8Ivyg|ktA9+fsxwZk1W`UaJ_mGGfn1Zlt=y_&lg*~`wlTN*Ed
z$RP$snY7VJa@L&iFzr>#8j*5H1triI;#lz4NOyvg^bb032|0txBu;<|cQEW#j0(KF
z>gs{ng3|f5PC$&_YW49YI9R{V;BmRpV^}&~W-&BACxE;}1iiQk2}Ck&F2@~2LZAjU
zf~Ol(;1RNNF_Mro`Mc%_5$cax33(KXpDg=_u!pw$iS(-5!6*e26o3Iavj9=YeC4p9
z1J9-sD`o_?DiE)cZn@+9r#)DEQ|IQ3+1(0RMk11yJ(}Y-v|d73;jRChZCe)G6YWEU
zX-9GYHIH;caW(RMxfI9OesAuU6k^>YH9+;PGr@0bhFI>hL>d3Vu$ACXkKaWNr-$N=
zSqa(Q-UhSC<Gx^Rb>Dkm+d0W>L1K72_%!J61yKqIat8z`xm)1KGQZ!Y4#gx2pTk}7
zOl;WXT;!zV5%OFfa>WSyS-h?_px5fVEo~|G?>movq%$63o@^_qbZW&LfQrAJIbz)1
z!?kk_bUdD;ffxEMu~sk57lgt|&~1mSZmP*G<k=SHcB1ac0;*=vyJn8*4_m5kBJXl?
zM45FaDVB^jmet+f>OK<GxE)_^D<K9=?gF=j72_?~Z5Oz;%C1uxgxhq7p^s|=7mp@@
z(bqmPd2+4<jxV$s@N9&lOK=qXu7Ws;2ypi2`AcoMuR*3zFY}*yO;!ruOEnSo2PQnW
z>;3&qk-pZ_B3g65Nt81S_vSP5Oi+!)_r5zh=5cvc@7*2Bm+D>}#45k%{~Yv_HJX7*
zZP0K4DVoMCGw({j!poZZw5|-hLr+e;oKGk~u2pvyM{$L?@Jtke3?s&#4f@CNZ8)6V
z(#s?k)Q@JMDY{;i^1O;AakmUKd4)Yad>jCknFEu-n&XdRfi*a$qA<C2my)B_x|a`U
z>c4yZn|NQo_^~B|RnENEh_x&<@%Eh=XFpre11ONx+&vYRzQg&V989Z{p~s(gEB>Tp
z$_bd*UcVMWbOrm7#FiUQ-><}7*IJar1`PH}bojTkyIFZcMglss&?%lWml={n9=PbJ
zH4U^)=2nIDBKS`7>fV6KEQq&KuWUWmZSn<D&`f^8vi=1Ew>TLw@UTaiTWY~D`5vFY
znHqk9radTmX#I2yK*c7AuE5wPegwO@fPkf)gm@ZVki)Il2iTrMf`sk)96pw4ridJY
zd)KoRW^RI>!3G|6T{V@@Uu#RgYdLK2&7nHgej+Slw-ITigxO(`8)J`PkcH8h9g$&h
zje;W!)$ix`fid-FwIICaV~=nf4}f@1TsZJ8NG>!SMC8xZBKGv@f_#njj`+gmD>6IH
zH<e6!eqS8zOw^%jTDe>q95N8rtb5e!YAoscu${!4%ygZ_&O|p*(b7&(%$@god~J`b
zCVM6H88!m8{bd^GesRCaxPR6}AxU#S2+N}<Hb`j<!!rlZe6?9CtdR{j#E2l<=>9wL
zHt`>~5L4KF4gS4-T9MQyF-HE(w{Md*0ar&MlpqDHl@8n=YP<oRvP(qS&uzugcvL*6
zbct4SO~;4qMUrl-JC`$ng~wD~?0M4W>&*3(r>{#K86WGxq~0X6GZV1PWfgLT%u;<>
z$1f?hzw|QGUzrY6yW!_lCZ4F<B*`;a*ql>#9R>WA8_V+K;6pGfz7*STHU6y`b773B
zY@NQ)W$^2BH@fjiT;B6t`iPu&U$|x<_n%*CpU}X>GknM|%$m*Lkze`ZdZKm~zeEs=
z{7h>_>=AM6ji^08WzK$z2-%xhtJ_XY+OhdE7yCJ^8Nb6A{6uYHQSCPxc8k~Mz+@Nm
z<fShNulU&<uhA#+FJTDUi-R8`dLZ~@cqGm^UGBF}F%skqP9Z_N_vz;M5kkx+A*f!D
zZ(X}UEQhRm$GEQ(oyHM`9@gWd$n&MiEw1zF+h*3^l`P84tJ}HUQjF7Luq}Kmzf{+M
z3>=2~Ee?M#Pw_$R69%{$dgu*jJn?iJf7?Zr-L;ljUhblo4&_+Dx(tt-^y{{72GB)-
zn0hc1Ax;V(<MSbVb6QsNmTybW?5;}fP2G`;o*AH+vc>-8;9NSR+qO(j!z9|lJw0P0
zP5(;}(<5GtEID<ZW<N4Ya%l4LYeVdl@fj9N;*K|%xMjc#CGp7zwn*@gzD1F2TeIM?
z;=BDGYx?Z8>z?>|#>pB8^V~Q-P9CQ_d?P`tkODWh8aVqK;V;FI2U_RB>opE}O&Q}s
ztYW%&I0>9wVpt*zKO(uJRAnhu5eB$$;~RYxMc5Y*oBMZ_{?dpJCbb?nU+b2he=Eic
z>05mn*H3@GqQz$oew9xWK6m13ha$<a=Kid}oBdm}=D$`URRn^eU0-B3{}^Md8Hq|+
z*|cPM)<NZu&0PBC>lzY9pVw`MF<jgB{oXzJ0bO(Pxu@6RkIiGPyj?qQp4UI-qYA1H
zsLq{px7%yj{r)>0Pl*$cOqtEYuL#Kfl74nwE!4@;=QhAt>fK|OkHg?a;}JNPV7OcX
z<FwguG4?R%)~|y*p(pFI^!0nkKTcq!h-cf5Bo0-X8s%wwR%XxPsyfJl=!5!>bH;w`
z)z*GI?Q|%`jM$ZHIAH*YVMBqcUr@gYOB?LHk2@}}v&vfmFFTkn*-qlQy5VY7{N#)f
z^0kPTO1gv==yA9u88Cx7uD`j)ZK5MpCaiR?@(27dqr3LLw)}gU<+g1k_x0bPdVL@$
zpI`}P=E-^*TE4MAUo9zpdAGhBtx|8uq_k1;AGkp4fPL3!!ULLw5nlvWbIe!0W2=^F
zJdZi4k(h$p|4V=rfV(-!qBK@<sDrzB5!}|K62HgNdOV=0x#S9B;W-pt=W2YL>^hRf
zC3v@A6Vex9(G?)J>tOZPO3N-niy1%nC_{19_)9VRyI)9A_;BAl-6<2|157uVyOsN#
z;sVrTKR$<Hd%Tw(($Q$kHS2PZo6X^IRh}N8-h~mAvD>uf`}6v`&E6i^#h<UUIzQKU
zPt3m=4t2K}Nu6@KU`3P|XmM%_=G%vXsuqBU><*fI|J~Xb)XvjK!VH-N>YjNOX8(Qd
zu{4C8m%72#+Mko{#W$h47{*8ydStQxRXq-Il6j1GJV6BOW<H(EcxtAXuE*nXh9WG&
ze-m)o0wLZefX`GQwP?dRYwp&l;5xg5<XvSpJYE*<SJ0b6MGE(VFK>xv7Ys~}$O-PF
zV`L=`l4G6$**`Y!N61o>_E(y|=d7biBB|&I;Z@WMCUc@ZCZCJ@S;E+w@h=VZ@dS|>
z{}!(?5aRBFb-nQAIjv#^)f`uoWV-HEXi!7FN=VT7TH#G(xCfb%yBWB<GTjFwI`{8?
z;Gm{ZO{N78J^XD)!iJfEa-ZI>>jrdMi{_t_LLcZTlPlmlWF8N=6_bGA*9?NySR=_C
zOcKC<t@II$7fcuqvni;0_fWHA>fBq3Rb&0O-L?7sW{L^;Tv9{uP6OlyK6V&$T}>7>
ztj}#GTh*VsOI?qr;jmgsVeK^+mBjvIn*P7guK(|p>>orI?~ueY{D=Qfr1$?;hi71B
zV`uo^Qo8>X(*Lhgx{UwPVyF8bN$LIs%dyjm8k!oL*b}j`vi=WQ@Bc%Z`~N9j&Pf|W
zEAG51UGfd$uJdLmyT+OGO1BpREK;W3Z}A_9G9_QsOnw)Yc+0v%{m3$tC-5&8i@*td
z%5)Hq`|1HdCi^mZS5L!Pe|14xMZ#Ghy%43Z?lDxA7IgZ(KF5hOUf=bEboIVtu3>I8
zc}f(lQa+*{VdZfL{_XZ*4p{a$(a>IJ<Q@~_Mh_JVLDC8LKl<_N-C0u6{<LB@!F@X`
zugHT1DeQ@=1D)@~_Z=)L;_(7j#-(e2*mC|q{-MY_ZX%tVGtGjH_CL*d@?~NaF>?G@
ztC~cexl12SQhmYoV0kIQ(HGSV`1fG{t@r>6k{m?Kw@v!5Xsv*!SRDo<-uU0H@?nAt
zIzr-5=t6`0kcj~$QCt?eY5lJ^&3xd32$O8^|C%d9(UJS(_c?&+?=UAnLajy}1@OLX
z2EIGZx2)9}j>LoYRGxiE;NV3at}Yx$To$<MEms{Z1p1OqnnM!f>uz(S5c>GZpT{Pz
zDH?cBMgYfmua@=u6B#R%=gCFn;inD0-v>Q920gaur6juyrsm#a)YyLcAEuv)Tz>DT
zxUj$8cmTId4*_Q{Qmix1w+a?w3F-thT0eHD=$|!HiMB=u>|@*^oS8WQT0|_+{csI}
zMGd+VNq<q=>baV<>o1c<VFRqHk>rCl0S8~M&jfOVGyz3!ue<;mB(Gq}bK9+Q=WjEM
zgJv!t?JU3((AW((`n5>FB2u{KV$AD#AP{|@rd5mp0TZsdtBMGD%l>?=a+1@sQ8&s!
zBk6UhEcp{jlygXUlaSPjoCfE+KR7Q)ZW3!XA4;_=D_Rn8L@CMS+qrNOFM0L}AqoE;
zuHky+28^C-Lu$Dc`Bim1;8ahsj_QRCm4u!RZq!#H$oqiKEEN6e*uTY#oFJHm%unv&
z?L{ETpsO5SvKZmY2<`gCdXt<LnCcW-U}`6Eect;9HFYlO*F#=JNtwQIZfn*nQp}2V
zRH0hU!`pfr?}uR3lyhOd8UA=}O^vnO{C;uQjd*Rt{GQ)J;OK0Z5KIr0ZMP2j;wPr)
zGuRQ@Ir)tqT@KL`Dj30cqnceNs(6P18>n}TFBg^qfISd3FGfHBv%x@jl09FYZ6*5K
zHp{y;qtW-*t28l+#Xv-~d4#l$<_YAWM^@@iHn(>Ask4b+_0HG3l`A5}*PRJQi(bF$
zs?ms8IWm{N4ZT6N{je{5VKzY68BX}S%%p$kK(ZYIuQ9j7vJuzBJI|EqTP+tJ$6a=S
zU(rlkiO=r&x3Sa#g8YX`Ze*&tW-(RK9?`l=8DVXeL>U0)-hgkm>-<|#&sV8E8XR>}
zy$4Z{GUG{R`JPzaq>{I@{&EB{rkwx&x?Wl;TYLw<0Xf^ti%0gXGb={8Wa<h>K3u#Q
z=mg$v9PTq26caHBf@mX#4~{nFLysvF8g|T`ush%_oAa#MCtN7xN*%-IOxbACFVNLC
zfzd0x%gmD`RN+T+RuSz=a~s4~i>^h91A+&p<tio9Wz3O4&IxCK{qRa#vZ-7f|JRaO
z-D>toCxujn!o1(q(F8Fo__}hp);mnXI-;nF@I}d#_#4D;pAmm{$=9;K(~dGoZm>0J
zPvX`JWo?*BGOy$p7Y<QF?O$6utL&Ud6&rO0y&8D5L54ujuHxQh#Cl!pK=?_ivbA;)
zjj&J@=T{b)$zgoei8UMNlLdW7DqstAjE?7`FA9#|@<GKigEkT<hScel@<P#Ifu)qw
zBytK3KQ)kNHh$lyS&9%+>t|r_GR%#J_!xHd3*}olZtqGgIY>wyS-hO5R0&&$5y7Qg
zycoS5Llr&1&k)4>lJS0_o1>E&TpjTzAPi6<lg~-2SX3lz88y;C)Z}JWnO~fe3dHu>
z6w(<N1*H_)*2(kNxIEAmj&oIZ%iCD(d^JSi%P~pT^i3)V((KhYqD-Z06kpQED5CAe
zoAyXPMk^7nTFOjP_<$|AN1U$K%|ZA>LoQC-Sly&}pJK(i_z{7tNktxijUvdrAMQJJ
zGYM#quGm{5w*r;Pvrdf<qdM1&_={9q>+gd34*eF#7*)Bb+~FJ2vUSX_5OzVaznQIM
z`GKLC%!;9l6tN6*>K{BS;Cze4p-aT=ftZ~pC6@4<#XOkP-%t_X-B~~kst3Kga-Bjv
z2$q?T)PN>s2=sOXusP1+&*YT*Q_dqiG_MKJyv9@<V-TVAJ%J-pG%Tkkq2KyzX~Nk;
zHQfIhUN}f{#WVPS#(MM{*do`!ksJ5@1C|)d`~M(?5h~cEt3t=r=>4_Zo?>y&|G}P`
zK!}(lYVRRchJR?3JM8`!SFpTP1wF+azIN@D{s(E~c6t6GRVVeg&RmWV9b2V;t<e|R
z5`s%Z3hR7D)sagRqGzZ2*C7G1TR6i1lz`GCo(xv_)x#e7w_Y%0AVBj?Xy$JH2V3Z&
zvcP!a-`(x?ue5ytM2s1r(T4IrwSenH^z-}hA520558%vtTj5_pUvM{YJ|Vy|{sR|$
z@R(OO`-}ed6;8-gjQPt~B=9tXTjPXIRA}i5lm9n7lwff6->LBi{~;ORFOmh|7W|tL
zqA%d;WmMSy_0sDMj9sTltWy6bk?%XW`m9Q8qJOZqN(_cge9P3}f72ubuKt(qCf~pQ
zHva<SALj}i#=nC9|G@sgU9md5u<d=Etd0L#w;3UwUNMJ(D*X!WB-gRw6{F|FLxF+I
zf8UmgF!*n`V79Yz8BU9tq2*Ni>ez-g+`nb~_kXwQajSyG4Lpy%_F3D1PZgbTKf${&
z_vwC_u*Iy8@uel}MwE#Sulw(Z)oG84Wh3|613QmiG~QA{uX(`6^RKEgxKPF-kNcK&
z_mLwE!D8NYLf~$ka`NRS%D>Mi->>s~OtJe_uld|}xi+)ghje|Bf{*wjM*lu!Y%f`I
zMdn+&KgB8#7h%KYMs95XIk}k<(+}r9wZopF>%U*-ZLJ3z&R42BsA&d}fKOh0SWqP5
z#l|>ctl~aL$mIm@sHV_PJ;@k#m|Acjf_naKn1e4~QDmU^8mkDEERJ^jt{io=-2uPq
zX2yHTdI<X^8#V%P?|n(=t8<^mpXY+A-mm)ZLFub6FGVH&U$?Ik5X>t{iST|P8UE|%
z2Wa6Kg?k=XyqQ;>sSJ&jj+dj7^|Y6>i51s|jRnwl#Ihr7rOlUrBko4U;+OlYYWK_n
zPF!Q}b|@K_<~zcRzu*eGB7=L`-txE3WvjJ9;X`nAx>(w7H?2iQGnf^{$a$8ICqSK>
z#Te1zZ6EbG#ACiI3IXRcWTZ%R1gX4rzM&pL`Y3_a%I?m>BLu%OnB3|+!xDJOl7Q4l
zmMezoD41{WS*?C9BQq)0)*m?lD%>6><@acK&IzHz@j3768`@5lIXTNa-k#o~QpvDU
zp@oALI_kIK8S_5L;j6b^?!ec?HDr`))6hT&1ZmcIJA<GLfa6ID&jmCp(K67&0SfM+
z!9j1g#GHk#*IBo@rQXWg4Mu%WJplsz+nwxxO)FB@el{n+&KFS($62~Rz?B)<tbAJS
z>Rz7d(23Q7h$;Ix8AE027MHPLMc4bEBHNMdf)FgA`}X^`j+rf|=jC-v92lnu-T)fr
zY9VCqB5&Du)Rg?;j|zfu56|c4TFwj>(#6V^R*Je|xRR-*1RZu(h6XJIor*87=Rn?=
zqt3deNO-Q5+)u)i=S%!d^2!l(?q##QV{r;&Wsjf_&s>IJK!MPDo!2zmRkU+MI;4VL
z12@i4bf*{+no0jlqF85EJ)L^ysHh~KPV-`6?mXf8twOu1)N#|Tq@Krp$hk(t`XkI6
z2=-i=eD39njz?A4zf8`?DdX?0g94FZSno4cQTx+TNrn%;;xtL%Wd$I9=9yC9V;tdg
zgVm*Ud;>f!zV;KK#qp)$Peia?VdLX2@cBSVOJa?nnZ08qmt$YD6Y4Wrk@pi%j`D;4
zY=`wcl8Ova!cyoqc~{&~BGq#JOqzMTT?*|Gd1pYY)$NgqGriG8!_DGjaJbcy)8W<b
z-O%G1-d{Wm*sz=O?YxLO8mVZ#+E?kPb5JPdY*Y0Jba~z^5S4Vl?}z0ued2Y?{r+Wk
zSG?U(hj44X8o;`sa&a`g;>yZpy*ZsH#kk3)OaKNEstEQ3EIyq<Q4BMK(niQxSSV;j
z51R}Xl-sM4inkMP+m6_(zB#)(2&k-tyr*krI?QLK*PSKB1TA+Ao44J`uK5^zoxbXZ
z@{Wd0wk&vdYs<gTs{YbsPed<~>+%?<%oCU<_cKQ?;)~gq!$QpOvy=Pl`?Ay4sdbnR
z2%V{_zLArHAE2w8yW?95WnS0yX0S5j0T*kyvmqGO+8EjFe*8hf!jWscxf+o@wR)->
zN#Lu>Rns4SOG93z6FwWkr1Rh~=mJt%&*AX~lZrlw-(zZluHSH_)10;&Z#upE%8!+J
zU5&C8ZILq2!T7fi?MOQ-sKX|DyET%qZd0*hkCTxQPN(`5I!z-h|9MAD@-?WgL<g4s
zm}mD<dYyz9+H-2d*ZAjxgVEL)mEQ=&#c9g9R#n5^YBFQbTj&K?>nQ^qiUrPXLN~a5
zb2!7s>w0$rzAU;{EkQbiMJQ3pvI8-9`TN>#rp4hhbc2-B6}$*M1u#6-+q7VP719te
zX?5U#1MAtuLGsZ4o(gmt?JrdKn7*`>j@RnVcZ=KPdccdpo~^knGVQ53h-=H|Yfcjv
z^S<i!wF}QC(c7d1ttW<uhUnI(C1xrXd>k;LidM7PexuW?<Ndh<2)@1Ens?lpKXlG;
zp?Gg6o0mT>4DdMarvb7vJU_JPb4?;F>_v$XJYFSqyi7%Sd~wbu8eXS~qP@Il1zxkt
zZgspJcMxzD_T!u`f49CLj-*^b8#Ps(Lu6g?Jc2&jnmcO%J~zBy(Y@P(nHLn&>Glh7
zgeJwCZFu%_?%<3w83oAV0}1UmZl*fhMMsM@degwZ>hlpg;N?|q!AY93)+4}N35_B_
z`q>RCy~+NtK!#RQvrM(hD5H8ENl@C$_IASu`EAbXHU9B(Dt12;sj^qO{VGoC2=2*m
z&+&d0;3Kqt84j>-SIwY;DXfd}hO%*yEcPtdpaov|5JKBEXFJ+L9b~4$=I)MU3F>5u
zVTh-A2s0fW$J06QJj#2qJoTba=d3?WOP?+fG=eq_%_eBGcU2Cf_|W!2${wiU<v%NE
z7n!isp><+kDS%fLX%~DZcos%zoy0e`UEUvO^3wQhv|qL`f7w|QF38LEY0+lRc&6fO
zdAw{BTG6qu<KsZXBq(Ux(zg5IiHFhkslA?hNTMO$cyG7b<W<7A8o3=#C1@R$4;_v7
zu@3G+KLl<pJVr{CFY5fz8l!uEI`dfn_BWLfmNsDUL)H`rDG1s9;8)fV=VxCd*9q=>
z`zZtNZ;DvJ{(*s($%fUZw~>w)aZJ!AsZU_1XY^512<96C4L8_0`CsO>Xmibce&anW
zgKNgseu^qfNjY~Uu;pfHihkTspPy79T&WJKRdpM7xz;C}dBVW~mP6?-n)ek>QtGPu
z@p~dIz^^}!1N?0VOCu?%;X5vIJF>*(J5V6}q4bCcXLwl@e;z1zJSip+q)0==s^WWw
zHorVoyf@>bqozA;1vQxgXzxFf&<Eyz!Uq}7vX-mVzn_GRWp;^Bx+eq|y?e6PvfDmK
z`h?ZoBvIb!v)^BhWJOf~w;1|LO8R+fPN#Tw6i3T?^}wN)0O`(*^{2T8`h;1HilCsN
z-H`;JtCc~v!*B)uXnIPIE%Xe}cCeJ46*+@U`Jd(Wx4Q;nN{#1_mJYUy2$Hv)>yP0<
zp044_5T%e*N~I=-)IyRB+u)>B@6S^vu@uD|rtO=7OxC%dIFF=PTa+XS!sy&*g7L8E
zYKg0*3BOXaw%@R_s$`+&V?20`;ernzZbPid1SWA8H7ywmt>B|b5KYQ+nDTk!Hc|rO
z0rb&K0q^Uf63C|K{YLtIR$>9a=o>m~PkQ<&N0H@neVMAh2%MR3f|T@ecM|e<C?BEX
z2cx6?x$?Qt=Fc(DS(QGMy<gA*0T!2Sb;iH8C8$v3b!r!G-)Tx6d7(|liQB9uKvy#~
zZXk!%y@2Nc<*GN>ZTT2noA5q`F+~%kBn-K}SrxnSHn=2BIX@TRY27@Gwa@9dgppeT
zr*S(r6f9~v_vP1nxMJU&m|by7T}K78Sjhq@G*~^*j0N)yT}6UW1P$%%QkYgpE07KY
zQR{VQZo}Ja5zVOi(V%7#f(gvLc-0CBkrGK#m@iYu>_p@^T3A@HzubQy@#}<$I&!^a
zXg5#@t<Eq>K4w)v^>OKXZ@3vK-djBz-<$~+zL!6<y9FKbBq+Z-KI^Yyu(lLI*<I?u
zP-~o52Fj9yc%O23KSdsCzu#&D0&zufRiR=06yEhljFx_UbW`MVsFrlq-HfROZsATV
z>X+@sEs<I|ATVk323Hhz9*rdUN`)oCS0#jOfnKgE&Q^5Sny>Z)knlgLd<5PDfDLvG
z!tn~=;C_4+vyhRy8jG}?VTJ%KFE1j{`N{GxkNi#r^Ke4*bv#yOM|e5#Ho}zVTI1QX
zKMyYYo^(yY`4GE7SeYsAG5Qfx**xQDFJ$B}c%G7n$NW>I8AqBWMiaZ6f!OW(+vz%#
z+0j1Febc{_FdWh3dv5db0h97-nL;lxT3r~nSVv3G@_=`xE%;`rtt_nED0+P2@+0J7
zCvPMnvO_=4;1Qjl`q#^-6A+-H@CiT)*L!kE#v{o%1PR>&rhko#<EhHM&KB@sbe5@5
zJBH&9;Hg4CrGmEuZ=00lJ#ZsRFC__J#t%521#me5>B!fC1rL!1Cw(KKVU=nQ1Z=Hu
zG$-ejr=7fZ6RVnoc7JSoj?c8P*Q<*ZQPX@`V|v=%yVLjs1_q;#V0kVeV-y(ffNzic
zoX}x8VT@4jQpFh__Eb^RK#i8+LmiU3`#(!Wu|vBd2}?5z9Cg=7m3NE!-6|a5eM4|0
zy2$x{HNtDtuo7+9SAAUYs5=i9yeyCRs9UQxGTcXF8TefJ?I*}I>KBnS;8+3HQVe76
z2)3Q)xN>Xk!EUgScyc0F&0{ZVUQ`KEjOR_jeK_Cwtox(e9x~cn*UN*SvQ`q9s)w3M
z`5sW`O<I+Y@CL~_q`Q2`fvqf?5D<ZPMhf5exa(~XS);e8&2qXs?Mxo{xQPs0m~Fgx
zBxSig<_ef1Rir)vbR?18Ttq4FXWER)3TI}B-Traui0yEx&N<Jway|0QthmgZzqKWv
zSwEu|H*^}Japhc%A6`8=Dwr!jtE_Q1oR2Z9>q)*W3ox$LJ_e^JOH$zUT@8aV<e|Tf
zaBo;?aqEVw<<GPdbGVfUi(g0lqIkInRJ6_}ErFdbl^CHkYb&*|I=ImJuIBr_&`qk3
ze$Vp`iC_B_cfqOs%45<>37nq}=go4uq{~zn{TSxHP!mL?<PP@$(NmT77e0U0mP%@5
zD5~!c?)d<BLsRs|nw)`iJX<vz6oOgFNhpe8DW9J@@yV0EOk4)fC=J?`PTTfCBd4bp
zIn60tsr+qnNpZi&k<RA&2e<pqZL+NFa2b=<UNG{Dq%B0zm0(<mV+p#GD7@RkGc51|
zw(Of78;Q=h$&6exZikB_W&z39!|r4xeDN;Ok1C~?%V^autyG}P0J;HW<MyCD{vI;r
z+i93BS?BOd_HemU(O1jG7Z^s85#|pSs@xtH{Y>KxYcA%V3g;c~Z%R-<10wPzG1zpB
zhI<k5LSEZa{@y}~Jo$jpN6!Z#;8X4f86}Z*$;fd%H)Wuu#pT14v0C3DDc-N!;Slts
zg5t{o!nVClSm33XD{$|vdty!dArAH&2(alHXyCo8J9?wr^7&!f`kGTVqjFOF=v+tA
z1=LDG4n3Gi=e!>ZLw+T41}kY%{@lbE;c2||k}|L)GzJwblCy8T#H(AHX7sjls^mVs
z-Gg;nPj2V6t>z5X_Q9^Ov?Pq5FZi5$58I8VLlaT^pS*ZTLFfhAPHD4q9wxVJ@uUuc
zqZ6wIcOTsDULKKR5~sk5;^(;@ZeyR=n$dQ+c6r5I{yG4Te;s$&>zqd=<by4KPOo~I
z>qqsygo*?@gwo~5{`@VV7I5PDdL&4wPx}c8fx=vgi!luZW#lk=4Hi)ML6Puq0$=0t
zo4tyYhPesB>TcAuX+h{Q74E0z<R)zI`@lD2%&$DU&}zh!0l80UAD;Vq?;ob$>rSVX
z^kBQCImeHcb~;6^nv5m+;6L|TwD*RWb~L^buo=h-QZC9xsh^dXTv(|pz4X8<75@GR
zBH<H^hu0l{UAxTN*a29&L97q)SZ_6L?@zGe(ze?Po?SKTElQV<y!XByuLX`l=T>};
z(>*KKb~kw~dmvZ7I$A#0<Xmn3Igdm<2z}QH!Aq@LP5RT;ZbK)^Ob6kM2FrY54~iQv
zh7-1K#o@TNFn)aZlt1#{sYT|>B)=>}uS0^Q17%S791&Xna7=`rYUgBsq=@*VX#ZOy
zx#ieZIn3SUc&{a$r}}tQ@U+`c9+QseJP=4hrv)L+!*1i!S7rS5Z0WK-V6MXkw4m5T
z9d|rcN^U$!{bJZ*>UNkikl?ZY!1(e?a40SwSvj(7&*(URUyk>@?&_EWhecRvSQ1$2
z;--0wSjAaE(%1WT4Jqf>5c`)d8si2NqQJ1mYR&;pqlg4xv+#%7h9hOQ>-k^oy;W3P
z%@;iwG<bqbAh=tQ#tFgQnr_^JI|PCR354M8?%s`iaCeu+-Q5BNN#Ngnzcp{OX03Uh
zHIHpox2o^0s<Zb#`+Q@Fw~iX3j_?cp)Dg=v3(eLRMAbxS0tmU4RFgbj4ZX?yxbBHF
zSOyr6z2{stQX^obFj&=JyuVi5-$)XA%X5tv5Rn2Oz>3e_C_nVk*Z${?&<AP)U1pgW
zJ|wm<#e=*iwj;FH+Q#RYl}xMy&(y&vtV#d=bf;A;=ICs|RZBmlk^cIzgE!yT3D%H0
zZ*(I366eBqyZfweT-(KZD-GsO<t^;fow3Y1T<gd2U9oTw7%0YHZgf9PokvcZfbW;z
zX<<u;#1%;d*K@DWj>&H)dSZEbJ9ib67AUNZ?$(a>H{$~n`m6gEz8{SiDrOSTljENw
z?x2q~IPZ-vsK28`YqgvS%5HL8jb3XzQZ7yExyGo!eb%kL>R4+$`}6+W9p&v=|5@Nd
z-iInyOznqfLss{n@P*<}myHWE5Bd*U=qs@eynxg(i|P&^D$4-7g(?J0eIz47YWeK=
zqtnLq_a%EuZil{SP5Ws^GI!oLQ?kMUB^1Bi5%o_w>vA`6r+m4w^f|c0pb?5>6#JUf
zl@w$7ZLVxsZ;7LBwVmQW5Tkr^2vU*HZcC-1=MA`u{;9h+EQas?@AleiT`8<`Rm+N@
znGapKDX{BA_TyFTtIbJz{m0GHQq}KQ@xC`&zJaL}0&fu<kw-%vx<4|);FS?x(*;XJ
zNf+BwHP7Dqc)}yHW><IBiwgNdpkJMGgSV|2?g2lr?Yzm-nj3A{azE0U-Tp?bfkg6<
zS>v;;CU-!)oA=>u!+YeSQ5zy!5wFd^=~mNl9B!`ItLEJ(yu#=Q*cP{>J0pB=cCzyv
z1I!~sQMZw>sDAW&-Y!~hdXOnrZEOIXMp^?j=KV6~#>hGI-#NB^8A)R2Y&6XGpD?H{
zz!vmAF{R|G-Th511D_>8w0%x5)*~L<>r?XEKO#!PSL}kbDG&I?&(RsxQS492i!Ke*
zO(o?f-_4FKfLUUol}VQI(Vni-AJVcM(qBEM_X{vW9NO>q_L@71FrIo%UXg2K{vc)g
z!#eAG7wl{GhAl*>ia9b>jKI{J_?0Eb<OQ?uLOcRDubH;i3O2H_jMdjk!DYp6_t%Io
z_ZuJ#l>Gh6bJjS5HyrW^oHF)4jCIi{BknU{1ZrIFe*Ya;Jg%6rn(`*g;|$<T3j4Ft
zcC{EfQ=9&cia#Ro`7rxw$Y(+MyVb{+Aem6@??X0-iw6b6zCy7yMrE#MOAjjc{9DX1
zQIc_UV=YtI9d*f{GZ^osXY7T2qv`Epq2<&tvR(J^cT&(@MP0#iw`H8#QweJQ_5$Bo
zP>P=KQ5HbrDY5A~-dt-oE30#UdcNbyRU^?k6(L%T=}$i8KPGbIR=C&U4|*`gLt|R$
zqAwyg?Sr2=tlZ!?x)Mz$Tb&;Y;VoFJ!+zXyI0jz#<F-y&@b^b?_+L@)xz!71?ITVj
znR3UO@{Y(9S1=84RIWc|ISur;*Q!3K`~BC848PPcu+OxwCY!bFi;$r-A1lr0sJ(@1
z(+j6R@Tj`Nu&r5*$=L7_Qk><v8A!Y$2&gKRCqDODe-vW&grB<b@`N(qQvD*XL~j)q
zf)H#Oi@q8~84IUT3XzylpWNyT7iJ60$L2-+Cj%WXR1~9{hdf;zMg9GRdzZabZE%on
z8eYxgo4yxAX^7tcba?3N0b^KBUFqIizLWXXimMszcsTZVR;gEVsdN6C;tcjT($Ra{
z_uW8a$G=n3uqkQhw^T%F-TnxD%OL$PQ89m7_eGujv>~A8l-_}UKX^v|!>HxQpXPW8
zO{rpXgvkO<nElHgk1ZX`zrN6xEuMKn!<(Jr5G3HUML78nXKp9F`tO#P?Sxy%j=d^4
zu%^*F?67<|+|r5_l!7TV+EhGMrE*hT9Zn_ZYJS!~&~RH<cE&B{vZwTkwa44tU1tmo
z4JYQ5csGEG7A^K9U~yE<i~;(>hHAxQzTQ+qwG+>%3a|d*0T(f-UB!w$N&FW3UxnMQ
zwoDQtA<igM9ArcvIjH;Qw!1e19JyZWdE*vBom3olSbSOdTQPl^Zt?mrb6R1T*cvg`
zEwR~#LG?)o(Oky)h;;PiK+c!c?Zst>mU8TF?{GMo^AH1?FlxO!FG#n(`*GyNCDuMh
zY!q6deVaYEyL_Tn{>#0uM(n(>BN0a!CR)E;N&R|GJLMr_^)r-}{M7Mj&rwMRrK=`=
zk97rEf2H$f<Hx}2z<8rv+FPOVY`uC!%;|oOaQIwcaFfJoU7JPeped*EPy3v|#$g>l
zOYnL6&5WCGX@9%g*^J{*qr)m$%5j&oJKK_-5ukkpEkXeCpFEV9Q?SG7T<Eh-qKuzb
z+D8>fhkDNGsBhbf_`CLF?#u<w7XETK|I+yy!dy_gtAmbwHwdZri`T4I-4DY??|QEP
z?8K|O8MXvdekUQYfkFhboin}n?_HE+jJ0tORDmc<k1CnH3LaaqKSY#i&cB%+3tjF`
z2rfGuVcM%rBuj=1fZfO|4Yj-Kqks}gp44v}1C;9u5f7&Bl|oz;j#E6$WE`Lzw=Ko&
z37<2UKPxV8EczuG^EcbbFiW3KCZ5=G^8M8>SKnHAThJgCn<L90{Ai~K`*l=!ZUEA>
zd^evEt!jP3y`4rF#5K1S#oF?B{T@!2)D_>cia!D^JhZH5S(Cb+L6;a6x!vw(6-$Q|
zw_VAJ+CgEv{{*U5G1|-QZrJhSM$KA^N&WkWNPocZ)NFae4;6w{+4`k^EWXCD1udKt
zTb?)d`+Ypxus7y}tYV7nw^<6dtX=D)3yRjn<q-x5@|i)hiH@i3d6ev^A{<S~%R}fS
zgzeH2fMt$P8*~w!PPCKoRri9Q(q~WBI$6Ei!*$5F#nIsDZc6jbUGebp!7<$(>o<;3
z{OhM$P9U=OE5zm0+vZ&UOriU>D^spAg|_duErmw49O&&C7$<;L^kg9ULB*uHr4MVj
zP9?47AlfxL;y+dBtD~k`&UW7(q`N)26m9zYE!&yvC((;JVn5u+`%>kS{^X|<A6v<9
zHwN$KG#K393lhk!wJ3TE-u%?|X5IBY4|-iOx|5(s;qCS?;QM#ruCv&MLt1H)*$umo
z#*Lp6emW)j!Hi3S29##cNn7)}o79`DAX-PUvgs?ES*C2I6s~mm_B0#ri9_)Y{4eEe
zKSnqLAKaP;`U)*@>5DGX#dFz6wrv}}1r<z*gSzL9b+s?7x$(<qhX#sHoV=8oflu#=
zKubYn+Yg;T&Wk^!-rP_4zHdP==A2BOO`G9H%n$9%iD9Y7aYNO<2i*|Ql?OdqNW&R|
zzK|zuRu{2$3;Nc*HuF`RyYJ5D?cco@v+cdEQ6!54UD_I_zQXRNJF><NwO4OqZYE&u
zMlDMJ3Lob(&!SzkKA>%ADA#>#U+-m1f)~Z^8%R%C*%uXSu{DRYxxdh`h#+wbRp<7V
zqK}8NeE$a168#MT=1o#$BBVwS|4Ngdx!Ol7vh%)i*jWTl)W5}^k+}eD<Z&G{K6@T)
zypyjqtUl2?<819*CYTWF&7h{8v_!+Afi%B0{7UY<ai3_Q`rYYYn^-#Kb1rQAqB7W5
ztkt4#qSElP_#I{IQ|y+lwK`D>HYQRM=lxLq{kreYrrxdQ)BaDV0QMw|zjEL2*N7*6
zeH))cck6sAWz5cz=bHSO<jj>nPSlX`hIVoS4T~3o>K7=S>%!R<;4ARO@$}nSQ?#A;
zh3llXav+fnRNq@#h~2JgS7+7n`J$<R`O^}RGzj-jGM%rTpn;%^FisWD`59ZiC1C*C
z&oIdz-}qLXJluGleTRqDYT;df%18e#+p(c`GL{%Eb-Xrm#kGc)H~*W&*l_7tz^B~P
zNb-YP(pX9kW?vs#Yq?p<t0x-c4M({}%?w(evYu(&d+}I~ujtR29R!>jW|TKpMGkl1
zw8xq`CGKN>oIgBFiLM;elf`+RcS#Rt6|wjc^JSo8<=^%SUFN$<Sx-p;?bkP~Nj^@B
zmzx@l)p9w4&Ms&)U38D`Em?n~kFPi~P2}y%er<vVRD{xMcVCE8k{1qs%1ImfF;ld~
zmt@_3idfZC;h45iw%zrBN;7qiLth{|bIZtw@Od20H7?vI^NIR${|4RUM>~8Q5w-1=
zKrGMn&+t9WYT>^<ekws)Qq-}NG4_L#C9dy|dsBI`J-?2mj{$V!3@!^hVXR4Qf*s@z
zwN;%PUW0}hvPe`w(}v?C0PC9P`O@y|+p(~094(gro~|yqa1JnOIFT**`({;m-E(5q
zgqFAl{UETY4%GP=zKeXnTiJJ2UVq=Q{&Y8<KY?7crT8)+arl7r01qxV`&#GaE3N;k
z#h4vJ9IDoyCjWI@b+*O6KJywtJ#Kqfc2^V$VSI1YR_y$D7NRNWBmke%2r9T*fp+0Q
z-yGi5!HY7YttZI^&LRK6ec>IE-({AL!ddFJ7p;Q(g7Y|>%>LjHS3*P?=es1r+3=hf
zS;Q@l9^6#e7+K~moY2Cx`&z*bZ~6L#&tLmIA_(V|JJDWvGylkO@Jq{UFPaEpJ3-6;
z>*{5zrkaM~El<A4FT8@;_g}iCeUX}=@d;_YwCwq!^f<5D&471lj0|VED7s|!SzZ|H
z^B3&}MMDP9{|5(yBoB?sjF8&;)^dF7Oa@r45KLHuFi1JTDqPZOK9`e(N?n0<(q^jc
zTPiTJXjTbZPYE=p<k(c5<?YBsS=uy}kRs*is4q)4O%!%)iFDJq+}RT}Lc-&OUbWYz
z@Yu?tNU-fo>fB1ANBv<WQcboa92w8gK8l(J;PEIPcsW@lC8jqQ{~KdB4~tI)SW*4%
zqJy!#kJYXqD^c7}hUxR-g=!v<x>%&?JvwLF;7mv~(7ea~-Rc8n^=hQP%(2wZlKngJ
zcp|ScmVfBfivkf!BuS&zv(9c~j~l!@-L7w8g#bGMOVSx9OnakC)v=QGyPpq<Ti(jw
z_Q<hiDHO)Z|CR5XlHXNNm<j>8fGP1C%STSuuSErF<9!?-^@6#_%fx>MMle8@P;xVt
zkb_P}d8WL6rtldEM`^~MAZEq2mUE_?jO)CT0!g^`vKWlWk8Z>jXxSZ;KgNI<EvKUZ
zm_Afw_`PIf32mOiH$658y3Ny+4?jRYZ=x6<l*T=m*M$=87_gT>GDfjb)8uJ%&v4n9
zdkH>5)jjD-7dzJXBMXtb)b!UG`n&QP8m>0G5h{eL1>v5*W<gq{8w;sYA`Gs6Om+U=
zfxH3Q&BnVQP>E#OQUO;^ESj2!SW_MqR>79Si%b^r2_jj;d$osjQA+Aogg4IINlbI&
zL^DGI<^+-Sz(Bulb<TbKP$?EYC~O!gn~UJ+aoCU;O3$rX9Wx7%-ycEM7y&(Kve?4v
zCso?wl<7eL(@^gw8Ta8PGZ76DTRn7o8r~u)Lz{VtTx7(tCP6nLBF-f^a2kmv_H~5V
zr23Z%jWc06Q6%x-w8U(XZ4+`BA@_o&P!`8rj1(V&9AjzjZ9G&%qA{e8iLkSt_hiar
z*v_*hL6s?W``(0^)l=#2qC<H!=pd%~(iDC1K}B1bPvO4Kp9xR7z****+OMr6k<HVi
z4pga_DSFsu+#{nD<-M@&tTvYfdbcalPsp3fOoCWv-5y}R+!x`$a&mhUhLT{eA$6&g
zn9C9@BG8WWb_5)D=pka?^iS<$12Zg?fzfu?-yv3;CNnr7WYX2wmPZZS7Vx9P!)D7G
z$%z_Xicv!Qr^+0Q=Cm|bVyR7f=1EDC0hj`2tF>L`D+h~pbgDBINmXHvBjB`-i8kFo
zRFC)F-c92-b}#6|+pIQYVP_`ZZ&y!L*ZG3sWydQ~hSwL%BoM^TnySJGVWkJHGg<Bc
zvb4vf<wtPLLY3G*pV@pgsroQENTcP`B{5fHOz<w0uGC>aei7^fbv)LWTGA}EwdtNo
zm9qrWIn#j)*cAPDoTM}k>pUk-bcRan3tACWRO!KAP^N}5L~25IjjAvc@T{p#C6-e4
z_GEg%snkzq{1y1cWc;(C0dML8lQM#y4TTl<62A3G(GK#!qEI11L|}G!r3f?h36JUW
zDEe$ty_C;=)K|c_Ii`UzHZ3WU+_^t+Lf^}i?w!_-oobIW2~Jy=6Vy>Ti7ZOgXyfE4
z>V2Uzn09Rapj@v$G<-m~v6u#WH(Vq^1MLW_5VmeNZk$&&p-EJM@;h~Ze0Q~xV!)?Y
zq0Z@CkK$=JbOB~9lB)>ljB`?^5E1zKq&fEsC9D5J6JIsxL~g4Z_`0pHMmX(VohHqQ
zuM|}dB{j?BX^B5x99L%Yd84mfV%E>H{^15Q*1>UzJir1>AJ;EzPz)r~%4ZY$Oh+s9
zIlae2rHjcV4<kC`Y}M>aA(Y&@AgK-{_QQdpS#tW;^0Xa?=CaISzzaA`^&8nG?!pWs
z|M%o(2i!f1Eq2_Z7Nx{qAUY_qf`(DwwNWOz-uQzjP2SnNrq7$~cnI5ba;Kq()Ry@)
z5pAJ}Hl{dTqb`A;=-Bup_2|si#R~Zq%gQ>Tp|`eMTn1wnK*GqkG3@5@^qOii-EL%>
z3Lv^P;JL7;N_-$oJ?iZHR#LiB#jUVjSFN-H@vkXGOB@!;?aVyQAER~}tK90$pNFit
zWB)NG%_q0FPcvCk(ZXzN)QJ!WFprp%+l11FlW#un!j@yrtfZj{#ZpCTw!Ar}Tja7>
zJWb`oKONe&T^bt;$GXY|+Rosts|P$~vYv0t?G@KMt5)TREKcE{Q#9te728}Wat43+
zDXY$;(=~sK-pCnGhCFxCS({dT%=yIxmY}f-^q8w!{$+j~-%btY!i|u}%x4{jk`^36
zLO95xPA1xQKm!$;w%C8{3yu$;Z@LtlNN4E35-U-&%NY-w)a#0?RxT)H!igg3pV!j=
zuGosDv%8S+6`;8;*lG4O4uItZmDp7o+1&$s#GnGu89wz9`}%6PHzQ+EfHuUgTECp1
z96Nro8YT#kT3!jrvW6DXA#nw1jBQ&q7Z|#6{B2GfD`0sqr)=DgQyGVL^FDaQAgU@{
zQj!B)@&yWui(!l_At#V-`O6l5`w+*9u5zGmLpWnSYkMP9)*h)_uFGN0HR*RKuging
z{C08H7JyKcLROi?HbjitNJ0<ARYq6{?@4-yIpa&qm!glLP1OjZ=+15WZDl}kPQe0I
zAKkyu4B|2y-U|<O^&-;?o!4qmt5`DRS0B!jg+AdJ-_lTrhR1oPzcWXuwLuXK*Ouxt
zxaNo2Z#e!p-Faq?IXhu2{)Iz*mS<UIn1%E#L0;VWlB?JRoSct=AafLPrUx$K#M)jL
zh9EnTdGxS8uLLj<T*Ey2x^gsNRFhz;t(3I$VCyPDhS#COQ)c-T78cn;0}~k352x0l
z)&8X|x1n$_{ON5jk+TS9e5RLdCnI-U<@<&Dm8q&hfuxF%l)Y`^tRAdHDNBrrNT=WI
zcC{Kbs#9jpQf1j6C5f=DnIL4Bs|<6^KVme=)yXy__o}!!X?oq{fUfJxHBLr_`d`rM
z=D2J%g%*(S-vR?+D?nOZ=DfR^g1m5vV|q`nU)2XvH=<DIB`B<FEgGi_R#C?;S5J+)
zDxe=Zul(wu$nK*ldgK&@ye2;0gXTPed*t1hNkspI2+}pG!Cn;)%z(`kg+oO^eP{dA
zo`p$PogE<iLXJ8cvt}$V;31M(CL~KoW`{j60*wRP!X&9|;xQcLBgCkaEdsn*n>xd1
zR2{_)RvQUR0#9?=8;o^U!i((iQw+5!u4*g!$QKqyNxFID7l-rKFoxii5an;VzGA@(
zHb(dLLZ=@t4dGBXqtT)U;$b*wG$(vGI&{tZ8J=<Jf!DLIR^=r?n5$k8X7~vSs--@5
zhK|E4+#tj_mTTak{EONbGCVL0fcz}%b7FS7gIe!wm{e>%I-pzhuxU!p;SNJVzF@Hd
zB^^n=2#1U%9qS+b>v1_exz@ba(X+heCP}^TXz)~tp#ZLH>&2*HC}ptbYZQ>EpR#$b
zA?S}(k#Uo(IJ6$u+BOc%C&1#Dp|Cdltxi-dZHg19MneEoLU4I=)rY@EiWLAUFvj1|
zfiCWvWUUcPeQX!#A|ExRtD$?uLUt1_)+!8&93b#(a&nztZ^gRNf!~$roV)m^tVXQu
z{jlh`al8&QJf-|?6do>`rs97R(D>nnikr9EKh3g}GH1$aVpeRGp?099wH*rU;E0$-
zwTNZ!bI-=PfC%MzLx-dGaJ^2n&}HW%J_aT6y<F@^t2_yG&Tn0xuh1C5s=IvLm(`J2
zjv7MJeAvQfjsz4b3^!Pr9V~}r_-(vpBfpCJhh#K?*hQbQZBxEgr1X-D|7s#FHwNV!
zeod@~lv-1rn^aucG)q^?lO6TD5K7IM>W$HZGOchXs_gs<9xcF0w-%?>21-XUo~smV
z#CS5Ff5^N}pwd7=2S;PQBfP{3A(j$Zr^eR*fb)pR*k?&x7qM7UBNo=2C*w#1KF`dG
z(<q4y^Jv?8%f8mk!^@w&j0~=h;?srKw4=4_V1PhbkWrFmGP6)rMW-Z;Yu?KuGf#<o
zhVTMi7uS0~7`2~#O}bvLfbFpM^KgM(YI3oFV9|yqt+xfvcyrQ2Miu8!M>*Fx2BE36
zLpzRRoR+QbjrBATS6<$?X6<nnqM?jJ%V+a-G$TEg26ZK}ZTmH-yEts#k*RtRs?D;?
zlSkMs;}+Fm8~WH!-G5bdasA3979#>2#KNpwkP2E(sGyZKf#_F*MyLLEOoI=kkpyS_
z=!!`UIVPujCO{Qboq2tDCJR<>cK24s-`N5W^#>P(8aH^P|0!6Ypo#Q_cEgO=o9diN
z1l5cZQ$|vh8xxL{iz4KtM$=1V0db>53iPbB0G5Z3r8Jsq;z4G)+TCBHZEzQpy{AJO
z%}P_IACL)@1Egh4P$%sMYNwHdLoD7%iR1}1{tEhw+Up3x=La_qC{C8tqz{W&OG6Jn
z*BC){k0?!|t$E=S{g5gVS(Ya~LUNf@MXmJsI=D{iTE0<`3abren0KE@QRi23;SYV_
zjvT9M(dv3hGStyVitos3-ljlsJM{+^if58^EjV`8PVMVMm~L47Ad+9kk=Pz6b6(xG
zYtQjHhNYl;w9xia(c-sBgY0-7OW&uo+JK8`xQFao$gX9D8y((3eKKz-X>-;XBryS3
ziHR>yH7y9R=vAM!J?rco<o^I|N}32z9|VmS_dQa@vualDf%=InEwV3Elq<gx-je>F
zwA+4uUn_mc&As-~#*M^W8oz%@w>W9ObfmXjfK)}=S{rl(o%%(nxK|*=n5xF=Tpy=q
z+_zeG;22--{JYUVg!zs8u+r<h?>;bI=NOyfesbnfJw&C6l_jSA0H^7I5I0`3*C)EO
zM}$eW)A6jVaS5d!5xa&#O68^|KdR@eO`80<w=lw+D=9La*O*und*Z<AHoY0HnFaR_
zo*yEozpyY)T~M4YGJi}ida@f=@x14SdL}~I1e2V_9PC%U?VClh(3n$WAL2)u+hETd
zyyz<>a&75A`d7%~bvCP=wi6>fNpY2S>OU(U($k7&Q@!Lu%s0z*?Q7JjZX}0ehcJ&o
zyj!+vJ3)K^+z{fO6(k2_VW@hI*OFL)ZY2?>%@-Vb#@Ao^Kg=Zxp7h4fKptX&T)lp*
z_PXzTfNlgqsRnS%<JYbV00T4%J@(J`CBz0PpOqQY#vL^d3qT7r(R2QQLg#P-d>Fg!
zcK=m&-S`+~G#lMVFGs5GGNT59^4&-VT-^bXJ5%5<v~#3pYS1{1VQGkR;DqL@P%@6s
z#~2OF1`KI#0JCT;k<jM1^d_&rsnCC5S982^DxC$D{kl-NUY&NXzbk}#SnEk)qW*aU
z87B0O_2{pujzOW6A8Ks-{0d9q<E|?poESI^C{rf&Ma3P|hii7KQy#N=SB9~!?2_y7
zdsJGk+nVO9xc(&)!_Ke43-1I4<~L<KW8X9a?Au#t2Cv^hOft%X`{Ob%td0mhSE+yO
z{$yWEUfrGNBh(aZax)I0ylH=BpI$bSKCMsAOZ7E%zKq^wr;0o=`kTh*+9W~CUbMTn
zon$8Ku3`q)xDW;H-hwRseEwa;r|%L|@hG&%tXyZmqpe!E_OByu19@b0U0C2QM`)wC
zFPxAIG7|B~e<=nha2d6buz)kif4K;9aFnHq7M^+l$8y5q@Xa_)O2+?^P?Vr6um2PI
zr%1!UV~MLY{$Jk8OTG}&e?R?y$`=Bk6o#v^!k(s8kg{E@2SR83b-bU>9Wnsr3FI#r
zP7pf0oh5}>k%E-{8C&ziCuSSZ%~V6rs4@68O8UQwXCa$@)HiYvAa90y<DB}Ke|*RW
zVnw|q61jwbdX9nG7j7TY@cmN^jfC!I-QOr^wiFMbo-{1E3^NzuhkjjSF{=s%L|L)L
zaxQX2s3;fY{rh8bp)F%r-e+HIV!mC+Lpfc5X=3U{z5wI<FT&p3N}t|zfPN~hA1;?)
z(&fONIB0vya2jGfzMv%60uJC?yJs6RzkYtfzCVA;iI#(1N0E-q9n+go3W!dT%ctiH
zIrLhIB&tA8dlNZtbYl;A(>mFk=vm#2ll7)x3H<FTa+0w-nisq~6JVpNs?b)fXbi`}
zAr_`aR|jWVjiJLkBx_|Ol5)EFiZUu)prVs>gBL|m)Uc~DGAhcC?=)cfX!X0Nw`68q
z^a+#xZn=nKZ|5&;-vq{s_|sv65lOxL6dwpVm_r3NpA#Gac8b$<D`_z^^7E&}f@q3p
zzLL{|WcTK36{@^5_2bGd3DeWv|6Y@1=r`8IWvqObv$T{Da{hzAXY|u-zvJa*h(Wu4
z2Vsd*Zy(+2Q>X{_tCuJ35Diu&3tb(RQfuM(;k+kkJ-K%wXdLO5qxzNb_f@y4MuS?J
zNsy7F*OC%+_!4_)l7|1Pen&k|5n4_!#%j<Z-cGRc1U?nKXw2Q*GWs9J_)iKtc~j@h
zKcr4IxPc(%QvgxuaO7Z<`qDHUKS*=r&aWC3F{G2eDWYqZ!2ybqv;`6lTb8c)<0y*&
z>7NJ1yJ&&VzbYAekXD2G8hsl%-Me=2;Vq}&Ao?gmf%~Hi*dB;}BT%6y%;;C$;$h@Z
zkA!k$3iy!jY!>BDxL8-3bs_T1gh#V>zeqsw`c2T8ERf#rTo6c4v4X5fy>@dXv<#X%
zZdg3yN1pt`^kM$^NDnp_0JKubGoEu*zXdIVYO@%nov*@CkZf>9-X-$0Osl2WZFamD
z%G-=sgP7%Vm=vrlK|STc=_|$>fNL9GNGYTtNq>nlZ+N~^4oDP)?kpUoC2RkQV(?na
z*TS0QhoEeZk-Te-I<=THSIQ^Fr0L@;lQo4{7ACI5S_SEF{co~7=6(<j>FOP*6|?G;
zv!`v16z#bO)K55&O#t`x!MrSV`h+x+(fB67WSOCHuHdK$L&1<Uw23c8z&R<#Z;qjN
zcUI4Eyl(0>n#&r!_N$i(gA+$mP&Jl%Ww0hhb6CD678KyBXrq!X2Z$Y$qX(@inS~ka
z3E7zEF)0wz_b~4kheVuxl20JTgD5nkex9$B)!Hqs13OHI*~%S*0<Z6(ak+szyAle7
z9KLaa(|QmYbw&0JFySWU3(zZt{16P%%iZVg&Be;2i7Uv_77sux&fBa#P=>6W=oNp-
z=gq7eFK340PO=cn8%ynIy!`4tGF%mqUc~?$Yk^v8AmjWmeQ^9Oi4<@woSCt#9G+DQ
zfA2@Tr12|xFwVox^uKnb1Qd9Z-j696<G1pzb$SuD6YwR(ClZbz8}Yxv9Du+083f0c
zbLvS(UY5uI|C9e0bMT2W&IXVjGDw@m?v7JDQ?e*vgPq!29j6{EJMAnqVIsq2Ypr8k
zA%Uo7_?8wglsEuOg|J?M;DnTr=E^!J>1I+_kPji58J4b~zSZ{|R;0&+R+6l7sm&H!
zGYqRq45O<cS>lOFjps%bmC1RQt52d)AoSI68-P{rnb1h{GRlt)4fKKOlK2HHwnvL7
zs?~>vt`K=S`lv`VSm?rbErzXCzyt|5>WxX7MAW@hWb<8j_MjR%L+^e>k|rUPPwyic
z=`QjX7R~MQ={}kxqoTdYNrLFGO<w&SOA@A+ZlQwl_A#o6$J>;s@GoQ20jA}684_SA
z)HMXONyOZ8{o(tksYLd~YBFm$rAeS5`mgF870?^Ei#5BrBf12O>Cj^m`Vy{grQ?A^
z(jVfoFH(_|xO^*l>@C&lX*A(JCGJ?I0!%Q*7n?panph<Z7S4r5GwzD(LK1&xbG>+*
z{+gPvjAW{bw(p4-cl}k6%vlX;2)*V<?xkpAhm&jo5%$zdc}KHl83JKKQAG03e8YJm
zUz-faw&zK<U&{m1hKXzB)j4A-nP%gQ4Xfkw1jwgA6(t2<PQJ1k)*bKqS8=pHZ)Znn
zWH9xw1a3SA@xoGK`Ucj3tyVOl?@%Fg<!q^PId(-~VdSiYs>G+dO;p37==B{8$oStd
z%6Z{f>da63Li|rd4F@-bk$tt&dbHe!vn)CW+1l_Vuyl4j2Yoo16@>BQi3VJpM=<&|
zHzx13U<IKVqbkCcyzD!H2ICLpixjFrmSzH99$^BAr})<-=+Ip0jz6=LupZHy?*I>0
zO+h^{y(Md|y(8ubbI^{loL+`BPnx)QfdZ=PN_6owv#3P_-NgI|X#lM`cOoz@7O+4u
zHL^UU`d3}*%7Hg5+YFX(#+)3HF-Tmfyp;I42G!P*4#<>DmEIsWTa%zFlBxhjWbe9I
zvZDzPw;ZVl>SoE{LFz_g@rvd3bhKlvxig7w`o&?XWrXIpu}pD?7`Uyuubio9KPaJH
z6GG;~wk`)^%Y~x&kQmr$Bt-L~N2cn;p-nbDU&#8tDiuVSpQ1+9azGedCIw4%`pBK_
z3^}K0-y~M)+s;B2=Kax$=@&iIuu|!#7wsC<g!N)|Wb-x)bd!+_51KP@zua7i1b{HX
zg~oGXadLqyDi%8l4Du!6H1UYqD$xfTNjY}p*DO=_k6tu7Bp7^LxluDQ{d;x>DyFy)
zym5K0{YG~6tP~3%m8?b*NKU>gB~QVR_FgcKCD#~{B}qL#)C{aL)E~#0ipFagSNT~F
z?}8UlU}V*9f*gbmKXSl=rlo1+@2??Ec4PtmD%T+&13*(OVOWH_M}t#r>M5mj{yz+k
zH0`i~GiEsNUE~4Qi_O&(O;w#0hq0A7#2rz*&L*Qq#Aa(%=9=pA!U`5WMK;<zF?H0~
z_@O^v2c{Cx{)QhdIFeZtZRBl6&`FHtH2@Yc2u(>K^G_j0U?SvG+*DmbOB($ZQG@<F
zP9k|IPHJ{7J=nNjH}0IAL<p^s&SX0WDh;q7uJT0vOEM-wn4AXv{3)q0{I4~xzl>o~
zTEaOQEqCCRk&H13?g1?@F}fp%SfsxC7x(s%;?Var#?bs;+RC8k-Vb3|FarufrSkGv
z8p2SU9)E^@Ib<DcU?eNd2`a-m17u+?z6_32<iY~N>+8U5Y1-i(hs5e<VDv5Q%Cq+;
z6eu*8l$ms+-k^VvA`<uKIJ_UYlgX{dh=m4MQSH<@PKWzRE78Dy%~eGHH5Z?%o3vQ{
zS%lj|%>FC(E&!JV<7G!ok4RnHem~Nc0vYr1Y>T0_417Bz3uU)>Rz_{WluvanD}c4h
z2r34q7934Urw0{ne&bcIYNbsl_<0DzJ#vcy{nIs))TI}PN@zqDh2O}uY2rU0neb7}
z9Gcu!!W8MHf(sOEOKSS!)YuNkw#*AdaDN+N6M&O<hY(>G>-6BzDy~Kp(!mre)GMHd
zy*yNVROS{VPLI!_&Ps`(0U^<m3lS;u(|QcFMFe2|8B0las6L|G<gfxWY{arQOO<J)
zBpO63pCWItobzavUJy3qoj0kit5PEjuzoE~(%-QZ@s{gQLPhMp=mwlVzbg{OwaVFZ
zEFIgCqV_u$no;7sziRw7#>AMAH8R=ML`nH|Z0qE)2m`3Ggl5SQia%M&S(BNkfC1Lf
z)re>*;J2{qmM^eJtF6-BvPFw9PDSQ1Iim@bk!FESlTXEgZjMzK0uHS}W~+%{ag?h!
zv>yuK`WQ%a_`d1W5S6=ABxmBR0%(lzj58JrIq1JiY(Ui>h<nqNj+8mM<m!HRZVe67
z8@-X6eFs15kD@h4#|Q;OoCJ-Ef}fj5J>byIjRdC&Up*Oh5*vY{rlD2xBxm3&RD9rG
z-5q6kXH8(u9-Bd#n6tF59r$C2$yy=6IA_Ez7gWQ2bwgKr&IlWlZ&RX)Z4A>?DMzMi
zpab4S(8)YC1M;m?v4;7gHcDj`$Kci|G1QZc1-hD8Z(SMF&@J5~I0xq-hw|Pc`BO@U
z2D`guks7QcpBp{CbM5EL!D=BarwKHY{78u*B}XAe?Aj!~x$<DE@}o(Oi!RQfkhBOL
zy39}ICSmxErBjV+?)jm-Tq$gPX<U2V!-CujgTnA^P63wi+eFq+RD=d3d_J;NHM0St
z%SCje$%`4fLxGsm47GLKnsHE6Ws9?f-xcHGA(s-;%(GV%`^?o;_OFh@bXkveWYu%6
znsYX8&_{_QIzQ0B2e2eq7nNb=j_7St;J&oNlNYK{)|<D2xGCCRVA5lg!!o~p)pn9d
z_c_lawpS<F-!*mAh|h=%@n>LXXY7%2*T^*7t)a67t`!inVIRMNr;Go{f~yFYG&}@d
zUQUJpc!Vlj-q+L)k6b1-UW5Y}oR%-9L-{X<yOMf=`Ip1H=ZlAf>gMj~i*R5Tt`(rD
zC)$62xBN*Jt|B;PZp{#U5e|^Sg%A02Tl)V+D9rE|qJhagmhdjs;lc;kS>24|my@EX
zbdH!j;kz$`V`<eqEdO(?z`}b8wVk5M__K+;`ZwivS12AT-&XBLtRT!bA{kmu+0a_`
zq$hHwNxr)a{?>5S$HSp8?L*zb!P{N6o4e4c=AgvhxTi>9@l;`LT>6}L>upRFH1=kQ
z$A2GxuEl_LItkj}9<nxeHo@YQ`7W}sMia(SOr!4Tetc+gh}^n(bY1t&l-FL7Smf*}
z;DIkAA=GoXZS_5jVhOMH_nkw~RY8za`pm=j=(U1E1wY80%!!06^K37%LRYhe<<?>J
zu1r}qU1e=79jL;1lNh<IRiMzGg%Xb%<?-?F{W-d3B>AZpi(9v&*C2%gHDrA=B)vD+
zTldb`HJ_9*6618Ajc=LXADfuP2LF&5nP<8|pin4COYNNL_#wdcw_3Vme!uedc7N(^
zC{0B`OWUauiQYXg)}*tf=c{0i_h6z{{D)}hS3Aj;%yjpnck4>RhiHtgGgk2Gnkt;o
zZY_rdx4A;>(H3Xqy@oP3?ltRsjegttnIa`SDK$~wy`z9w%Sx5U5Rk2OvI0J7sfkuK
zW7|6#gO4{D0iW7|U3QScZ?W>vxJx0YC}fs(>TabiGE%O(@i;lATwRBx^Q_c-Jc$p9
z-aD41w)G<e^kB!Iws>kSxzrszV^{8^TeG=_p><omS(}gk<SWRae|am<?;f)oY2=~K
z`vprZ-(Mlvoi2OfeZYu~^64=+MW(~lpZ>nbb-}~utMzdJNxiwv4t}xm`*yoLncOXr
z%W!y1A=aNnen(Wgd-dMPvyeE^Zedpmc<MtLN&lN(Ppd6Ul^#EofIMJlw&-@stRL^Y
zRP~4tO{$VV)OAOOJ~BqCM(tY=kkI}F%t_bjG1gEs1Y${KpT?gm(Uq6~8fztzK2a>K
z!i=ff!2r{4_9N(hz68BrJI&C=%?tS$MoXs3ps|~#!Ko)mey=%)b)}sNiEXzLAV7<=
z;WZ~r&?~oM`%LwU?kGlzdFe92nex>iLx_j&Y!#K?W6#91v_1k!IOEktz^+&b*AD)k
z23etRk`)j%0t01+6;j|zZ8zol&sUdwu$l7P1SY7pq3Co4#46)b#gHQT^zlVyMln+9
z#wu~B`z79l)Pq?%I@?)gZ61qGB_jXTmRP=#OROr_3|Bz-ls#KD?;PrZ`a~&BVLD_t
zM7tmZAPf)H+d9Y@`oO}-WH!@1?<7>2aX35Dq%C49tiqKED#!5FusxfgGr3H-w8*L}
z=bZ-BH^lhqHo#>EfveYh#>J-SB<5^36do0WouY-A$zx$znQ|>zLT0LJ(eiAu93jP>
z4S3X|<+TspSm0sCYnNosq=4)<r^+>-;nI&}WITrfNs4XjkqTYjEhM}ogMpvQ>R)u2
z@b~iO+Jqm1K&uFH-8aOHwx<h(n<!N**nUg*v2?6(qBrqeQ<P-B>p?3e6dqrbPhoL|
z+yW_>$yX%rW_<oe?z%C_Qo%u|_mZ1Ob@wr61_4O1F|;}b!Sk(&5Z*fCat3}TXjZqA
z0!MQJW_igmnUEZmd;LGy=}Kcdm|q{=;xIRyQ9~Zgu9yR%m>LeiY*+bM<%An4<5T(J
z$YS~)RHHpi9kiLP>uI4xG~B%fm8(~p#Zd<izg5{Y_r2NP^;EvU?AJ)q%%G%=9JH#Z
zJHtJN5-S{oPP1MMgb>_(&33!WllyMwDGrSbkqYIiM3jGrHw^c=+nlb<L&bI<^kZI)
zcbzr6JTV19&<+%k<N$G*3U@>U;bIcy(K3;Al<RcOt;eFW_ihoLKP-MzV^39+3t@;7
z8|HhJ<4eQW2wZUF26uUi!bhKnA7P;?%zb`DU*|X`AyYF#WsZyW$QWvbJ{Xa*ttn*Y
z@O{$j0hj8ZzMBCvWplxi(h+yLAu`u*>6wVWvVdz$Nb}gdgJ(&_FD^V*kWHj6xJ|4N
zpYEYb@k^>n{Z!2RbCf(>?Nt5ZA93Gz)DZde7K36jIM?iOvMx>#apOGLJvk70CdH22
zG$-=lX@JRmX{?KYmXZ)QmcMx>(|&&)`nU^)G8zQpr~lF`&|_-n+=t|ZPz<3SEMcd~
z19VD&&LzDyrQyMano88}=SlXVdj2^epWMwOod~y|%!@qulRPL(OVk2w<DE!=uDdvp
z^=L|6LJ_8q(zR<BV;aa*6C81zs6$)M>$^haFOw&YfM2hx)FFPb%2F!XA2SI;IQg60
zn|Fq#&V^EKrlVVB@y??ZUXGQntZK}PFhrjoL*b7cm^x>59$1X`$#u!h6H!Hyz5dJn
z5%r(&f<N(fHg~EVo>M*O<cr#4gagV)c1LYW4)b60kLS8<)%Sp`3Ve#t&q1`AI|`Lu
zKy0V`FmjVPx1D3_%sF@9mA6!~u%J%ikOl-Y{Qh8ZAVYyDGgOIxHtNfC4FjY3jF+ku
zfRiL|aZnO%Y-?Sd25kRTnWaxjq+;u^fWM|lU;?jX-AY2QBzblj`&L!(Cl#=ZEJx#W
z;*WA;aC9h%t=dE{Pbv!}9Xm5x9I9}Lr-Br!xgEy`{&+T{9FAaIO6a)UnTw&IiSoP^
z_~}L=-f&6^`qAg7Hv`d0Ey_J`D2WA}yQ~G*2PB|Mdc;YI^gXB<7>IrmO89;#SU(l-
zGWdykbeb*oQ_ds7j2BB5yCy_L&w9(FMBccK$zQ=eTR<I6bkN@{<Qo=obAlL%^WMfb
zR$*uA;lq8v_-+mox)7DTQ3FM9vNM@WnxQFaK^R6ju|6KB0LW0q7+u;xxzrV2CWSnh
zOFUP*;TT)?4|Sv9%2HE7uF(t)%UEw{qxOZGjimS=5lCZ+d(6Gz+e0*^KRO@C(^vx$
zZmT7#!%)yFyoI7p;FF#F;VUI8a}7C@JkYgjrG_KSYSsqk%*+Y^Dnk#d*W}dP)D4KK
z+euuT?~r3t+K#_dgMVdd<zptVl*D0^Xnt@<O5e~?&RwI6+M*GBKAScjuCFVtU^1G#
zjtRq+DwNveyze{$^(*QR5ESTw*$$PZ7Yp8m-#O^oBNq`D0(a`ZTkWjWEFLM))is^x
z;B1H%Clr^;4gRf5y73prxiP1HNGXdwiP81nd+RfhqwHx(kCAf=waTdTsQsl{T~XG-
zE673hBXJnnUMy6A)KgrIYqo7D05L#0<m;2Y#<%XE?8Jg;EH5Dl*O^`lvP<wQ2NP(x
zEtgY|a0sQ;v@Kgah!E`(`aO5>2K{4g#1B)s_%59)GRIPn;qvkz#gG$1Wx|WPnV^Hq
zT+>hGb|i)28Zep~48!Be!ar;zuI@I0yrQfujHhDrA=~_tr1YrAiiA^~=Fo^#)iH$`
zje}ir!#HK$7&a%;-eB&tu64Kw#vB7l>Ej1LY+Pv2r`aB+De=%y=@#2C+S-DEVX9A~
zuM_Gn{hX<LGF5hO$d!YpSyX!7R!Vl?szAo@R_oF%2X~lSe#qIV!W;;A(wMc+)CVyb
z!V1FVY`>zC&QQz@dCQBBf{mzP6=<SGQAnIF-eNxvzjD1LZ0we+k1S#d_P8oXPOqoW
z$v4k%kS!cGc~bN)p;iFxc1?apW9v<}J0G`4&$Ygc)}Goleg8#qf1NKeWZ^95Z#>aj
z_5oE;Gix|4XzZGh3llH)){;jXjm2S5^MfPF<<A9A*FRd35qOIV<p~l|q!1op%YcwI
zcVTLG35cCI!QB-B5~L`%Pgri2I7U3SR5Rn51k7ic4MF#vh@VIx$G$I}oYj_Dt@j4B
z=+4%b2u=lq$O|DDyu}rq;9j4yf>u{9e5%JP<PR^phI-wc+Egnl@J0<fB~plv=;=Ek
zSaAhGD9UWSCU-e`HUU?{EP0Y37`&2)n+cTR#ly)Zu=XS<XOLNN(ylbLR8YU9384#1
zb<LUbpM`-jhd)<_M9Z)x(>aE+W;>h|Vbg<^P(mAI@#77c@|1xN!gGZXg|YEpxz4Rf
zwRjfeNQ%%LY|lA2LTuF6WYJ!Z<V?@qX(8W)@_(0}q)V<i`xwNI=H_*)n}<6IL#O#7
z2?d<-1cUC)C5>atl@Mo=%15Zu)9I=^O>ITcPJy|ueT?n_rQ@(aidAS`g<zd^4axM9
zXt87S#mGU_64UAP*~_1Do~~~+m2VBX!gty%h3&a@ugC&)wNqF2{8~YE@2NsCNW!GF
zPiK)Us*X}#r_%I!&VM3AOg8L@3s;XMBo4})3057rDa17ae%zDb^`w_KPZv^MnZt`O
zOb|*AMLm1X(N;8N?R5=5JcePgxYT(Qc>7-SOPyupoOAe)<s44AE9!f!hROtT`#W%E
z4%5qAD@$jZg=qBO8&}YL*U;TU5a9)mxwL8_vI+8~fpl;#*iv3Y(ojjE=><6Aj{HJD
z`Hhu!%YajPq&oEtYR9MYqYa-UD>F3Wi42SelA7Y}rp#Ev>kW%O2>fxC&MdYiEo!O3
z7;g55N%R4kRgdDyP00{PT5n{rwb4OrCa`ei_z04&eNZCDm18`{QYEN(iS4TvE50`-
zNx+9|eM!V0z$Uw0m@Zm<kkqj4Qz}cl9j<+?v_$2ZGI)mOo90LN5&$?JHfTa9TS^=r
zXs1BKB-F5|U63ui9cm}e{>!<=iuZJ>w{`flD8`kwVaigBhFCWud5M23)<@<7Q3WqW
zWCo*BE5d>`%1|c!U@PX;nXm3?(01)zdM|li9j2tR*7v4ijH|gfK)*a~mc0Xnw@zr%
zBL^9IX$%7GMVB8AhIEW#S!@>mrrJzDr@|LqEo5}2YBpt^bwJ-|11pJ-U$)$Mb-3kz
z3bmrS89fLkDw4g2*vu4aRPON{Dsdza?To<ixbjoj?G;J|jo8n75e2p0YRdv34@AEH
z!UbG9@vV!4fbiM0TA)UvCaqw(9~i^t6%#b1@aGwmVcDQ-I6<p;BOT;H*#@o~F#Xb7
z1FludP!u$vuEx<gXz_H*5`red0Rj3hZq~Nm1SbX_Vso7MocVv!rG#Hg(eWd#FJcQz
z|LPTWhpX~Qrpv!>BN{Ic(Heo$QzyfU#Yh5?jo1yZhZ-*F8~T}gN?T6e%XA>FD=f!8
z|L#;tFT;5S=_?rY1e66RrfX)T8S<Ve&%KR*{gEqw_>g&g4;r79U6O@e7lrmF4tk_z
zqg;au*sGwxzOGX_4*$ZW(+P6jRbcOKGSnQo>Mhr<$YH?0rlDLFgw^0<M}1#UU7fbt
zSrj?t2NpIf*XLrKh4*l^{FME|$DNDz9vG=hx|Hy}O7by<cu`oxC10J*JlPyDytNyJ
zlvYe^8^&YG@ii=ErYUl9;uWG$ee3pX+4Z9#$AMi}@+n3OE0!{PNmdWdw?<(q9E0Cq
z;rkn!^GW9&_Gi<ybe>KMp>BmJl1|K@O46i?n`zSHSCFpd|5n*e*YuHWsTuxpM9m@O
z``!!W&bj<V2Ucw#pV(PIev@{|aDz89C|5;|V~P+#oZpwaWF=9Q|3+>X!u_E^uD7dA
zrgJEd6sSolD%VzVS@+xB2ByIE28M@(;Ii9S$FqeDw*(B4gQ-a8lTef5)4V4k`PS#e
zAH;d*+#sxbd)6o%pFJYalIV-a?81^`AkjWAj9j&m<DU9Pa$H5)bx}Ks`38gk;3CGR
z@<$KVccJYH!|<Ma9>i1J&Lxi)jcu97jJvaIIIxlV-jF=~KQ62R&gnM<20Q-ecKJaR
z4viEC6A%2)7myu}ZP;&arvJz0E4_iIXdG_#RsYY{FdPn*=y}{RzyXmDh%+z1ho{Gv
z7pr1p<fRwnh3I|z5d4#f&j0)F#<>x(pZYDALWE5A7p#l7kX?daSo;=A=k}#KRhi5c
zcF5TNK33T{=G=F~jq6J0SZ6$i^zJE@F9Pn3^s_BkgQpQN6v4JD=PUcWJ(TTHTw$z7
zzWYC`S<B&`I(C>#C-r6x1<hZ-?gO${zdm;H#K-T?`+Cg)j6Akh?94^I?laN_+Rq0s
zAt)_QN0VK&j2!yinlp&?W?yclHZnZ_(-5qvYsSd^W=K^5+bIO(j}`T{1zI;Z9kbW!
zI~F*g+PpSyOHZN!dt`NLmV}xqke?-$T-2s3Y{?z2%DQs=Sao;(@ZI{2+sW;EaPUfD
z?GRvy4a4(n1D^`Ee4CY(A>y+<mR`~HZFzPD5Z>pW1RJkbe(Ss+$ZV3m+=4wt6xv)8
zSt-0$=^U1E?^cO>zz8fn&6bpNord%*;zfO5;;ptHIT$k-JIypl{Ivzt!=51u<bb3t
zPC5Lx=j*XihMJ6wJ+1r+oSn_${wWTPk58U3YQ_Roo<~XAHt7Fe9D6KEfLC9HxMnBg
z76vmo_Y0XzM17b?!$O7dL3MKL3d1~Yty=WuppldLmu5wFcKh>H;nr<8z9Q(Vw!<lE
z<HhhagE{|V=Bt0Nh!L3QQ{{R%%;Ub0Im?<}JgQ$Mi2llqd5n?-%Y4?9wlCb99l0lu
z@>l=mpfU|IH6i|<y)AaALX-Bk*-99gIV}F|9guxL?ovq|rgQfTME5?Nab;|Q8oo}N
z#ed2DCyD1SEH$7qu<>h|!)D*eDKXD>A5><S@gce&@6f-WFcnr_#)1;ljh`da^_PB~
zb-383&7^Q^C-2pFvS|m_PaNtPZEksAG&WQexa4l88>-nc&sNH{Z@Mp6PWASDG)qF}
z*P3@5wy3pg@V(sEJWA09Is#2w0u4j9uVT~NtISusXphfVlo~7k?KSv7b@$yX)*Ci3
zxrfHmD_eX9)K&LIsvSaE%-6~bZ(ggaTdb{*$hKeaj?GI1KAjYOGg@eM+Rch|chGS<
z-jmjgDitWcUG+HLJ3eDucM<M(#a&-Rfb4k9T^Jvj4_o>KcYcCD3VpmfsDm(KT>r;p
zP>ya$<-V1CRnCNILOO;pMR<C}gywe8Rjv*zsS4ZdDeo?m!Cxw-UM6aJKrE+%+x4vh
zV+)rE8bcsu2=uLDvjVzZ8M|`PXR?;FkLB`UO^qfcDD(WsYBM2r@4OAQD8(aslR6LX
zK>pCyc)WAgd7B?8hjrYNa+E{>Oq%VG!s!Q;eD9Fi8g8UkhnVDunQ3-r@S?PEtO8>p
zE&F_Q%GDOK&0L_BDl0{zNz75|a+lX|k>_8Aq11Wr&m+o>$sxLq`o758Sss76wnpD|
z80dcb(%z(TaS{0Q=&Cl|0iK8UE>xm}&4I$;jVS)t#&4Uag~xQFhO|A5jM1Dl4Xv&t
z-Ht3QhOWqS2HU^95Bk&jV_*Gty4t1KS2>MMPH$AAT7pQ|<SgHQY{L*#bJ#j3TEHM*
zl%CnOz;BBc%f5Y$2!8_NzFl-;0PPb9N2GHt`D_yXn|n_p_K*d>_!qunDdlDg88B-3
zjbyN+P_GLXWQ>0buXlu4A>6B~B)Lf8TsY+a{k{bWMhqga4MUD=Fs9noEhL2WW4b9n
z^vxlCo1Uw26^w+@0tpQ<ccln%Jw!@H+nKX%b!Mwl5R;%aC6(-=YK$8(Kpl1yPtQo?
zey`w_;a_QZT{PqqFf+p;e-H7E|3ltew$;%D-NI;ahv4q+?(VL^-GjSB@Zjzc*vQ_v
zd(ed7PVnIF?wrm2{DN1`hjX28G_#ng>MnY^R@GFY=Y~=`|7yi9>&H+!N4;Xmovu;)
zbN<7JR$)DwhPf0|;_GK+#-g)2>{KoHsT(RFiIE8u3X5Jb+$z>{4Neuj`|)MO7634w
zYqJn&kYslD=W%!xt~Pb7{Sq74QSOZ8p(`NZYdxRoDnS(Om;ck~Al2Z`s6a>`yL7c}
zk8J*NH95Z+`{Vg<X9h7EJm+0iEQwCZgKxWEkAK4$vEm7e@v_K2*X4PnLdq1X(?6D*
zVBqm-cy^z4Ebw<`O<FhlW_{usmFCoGN7l`z7AM*2J!z+zuQ0_SI&&0^&MEkU&zU1<
zQ*913SNtoTQyNh&mTe)vPj_Hs;3wHdG#qZeajqrKF_KwIg<^+N2YY=hqd5;ysJS#R
zlkDs;YOd#ztyYT0Wt>N}*RIh~ygG%DjnX*LYuUQf(TLexY063M_{vqlj9m#KyYw|3
z`ln;e6^M*g3#E!cuTR`|R!ovtlMA-CP`j(Lh~oP<rr}G+dWK!lqEzdJXi&!Li}Du*
zJYd1FJi+Q7$_%Y45r5nH0Z?(q)_1&m#p_JCuDZ*4fBhTb5Dd_`^$J}MC+DbH5xYm6
z=T|r`jrR!O-_<VP>6|se#5_LlY{vqvkuqrm)RWatX9N7;dpRRry6n(_afK)o{ou|S
z$J)m$tdTc1e!Dqo8NfYpt~R&*>x-ZZ093#=aM^@ZJDQq8GA`=E0+iPl#POsYrR`Rq
z5`kQ^oVpa_Q26U9c`L7T)Z{eXhh<JHpX;`oS0_#&0hw_Y6W>Yon+f&ZNF!Z@MtCx%
zAiTlD2yGj;rgMi`6K`^YY^*Vb)ic%ua`m`<Y@zSw*!LRX#tp;_7O?udP_}rP<`SbQ
zgBC2Z#bDqo{y2)fj+9}JK8;@uEFibKN?JfRBBJBa<GOGrY12wM3S%$zqKFv^&onET
zC!(8OZ~C;VSPIjKNpLs^K+FxxO6~6<{Oho7&k3A?7{7=()d^R9LID^4(H7RbE8;*<
zdp1k#;FQ0x&&L4SKRR-&CK^$gv{a@e-q6ha8o@KL*O+(U8y8Z?d|~f@mTEQ}JIp4w
z)aGlGy_BOc(dJj!tuaKMRuT41Ho`%W$1Ua7S~8b!TcA<kJ-f@&5`OPWnqa|YMoJmw
zmFBYGCAheudYf1GG+?MNSkxl?rbXWiDfdf422@@5I}eA5BnIcy4|)mDm;O}KLSlaG
zh+Gtw*FK3(^%IV%G$1E3UwVZ48p};Q{j@G^0brl9QYyK-cD!&d7@(%M)V1PWXq(5U
zkM*vSCjjos{-Xqi{RKD2o)4HJzA-jU3HP_wS4khUF8a7_<6_duICy99P?Mq%t6YUh
z*bnAdoxUYf{KfC3N@6%tEc}Gvv%W1z*$ao$M&umpqi_UPc9#{-O){$<j$1%tIj(-G
zTLEf5D|Nhce5?)M{IzlnQM})#fZ=+a`Aj=85LC~stZ$anUSaKXQB;ntyl>lJAjpoZ
zBYXNqWclSYn>>zX8AptiZRBW|AeKh6<Wo{rS%9k+V4hFgW9=sb>DkmX+Z%1d6^$^U
zT|4dxrKP-!8#r^N>->8hXbI#$AkJjJ!o1c|ezOP8A23r+->t`_s^DYC8-&|1mBja^
zrlwc5Y1+|^_NJAFCm-!hP)pPs>UpI1QqCB6oZjq8ZtWngsMz97rr*v?WdIaLO-Qd(
z{>%gP@ELIxzCO)tpXJYjQ`wl)goBH{UJmHF8)!A=Kd%o5nn$Fwm6D{FN|NXsD0;TP
zl4avw<a{2NC5^N7eQZ_5IFQt!Cb)i+ac9lK(zc%&>{PYkGSJegEDi9cu5Y5$)|a54
z9mGWV;Xf>?G&m=jfn_=@hA}Q55S?YoaKl|!m`}w|R=hwM-?^3oB9ptVhWMO24E+xk
z+bk&j0TBOpz9T|wf&qs)XJp8a{?Agy6t)5Kr<s&ek6&GNm{AU(I$#F;q7TRvr#dWW
z7t8u9_dAZfHBxCxda|F*Vxx(o1dCnuyw0W11g38()q2((mI;d-3f^&BY^jC_r3n;Z
z#al;#4yXdc_o~WTZm(}kExW4ilpT9xgg(S=*@^XEs1Asu+4>dIO${^#pX9aZotbwR
z&W&5G37Ikfn1NeHT$|)N88%pKXXKk;My@I&=^#QwF>hyTTC{0Iusm4P-#=U`$_~<+
z{tdXRFWH)S^!$entl<PF%6X0!b3en3D@2GZ(Oga6!y`igX%K75K%V^q1;)evH?#$;
z?fK*MyB7}~vRp=L`juLfHxPzu#nQ<z*<!g(g9odE=45m^(>YCwH&vCnu1wQu<3}kB
zyBiMn{DXIG(jpks9`e7ESEbS5fj0C#HeUMirlAe`MAc)7?MFz(Im=F~b<E%|#6}86
z{AYEzO-jv|ikV|mj*^UjQ9)UXTV_?$KWVZJu1W*84A|r&J>cRhLa^|Cq6}%saO=c*
zJ!xMo395$F<n#0={*3BTf9ICg%q(sayu?Xq0<MEZG=;rg%Jtu<lrxcZ6>>0(^Oq?0
zSE(Dt9oC9JXDU$N$;fwUg$6SIP<2X<T-xSumlLCYJlR``4J&lb6YP*>{z(CSh}nFU
z4#<)H-b_QwO1xGQ-rj!W*&aD!;On`$5zkSr=jrnJK%oy}KxyQnxbVhe$audahI*9*
z%|?E*R`U&~)@s#n(9k0YSI_XXU%`zTA;?ngKwd)lu12@K%E7^=N-g2{^XFltV5;-F
z`u@$+A2YUEv=K!U{GJZ{I5N-WCl&Wq(?9LM4`;E;?OaZKyh&OoxL+I;UfFYMEK`vD
z9GzBwdTieCr_FG&T1y>nX$8F{?&2F!?NaFyg@S!H#snN(K28_{U%Dotd5%EzOL<bR
zCv?Wyo5n3{U5F0=1P87-{FIIO8I(n2DH!=hjiDz_0J@UY99)!Jk})m;Sw#@3@1U2h
zJEvb^0Q&t<oTt1#TWcRXh$Ro~??s}3Z(`=4UV{d92FE@E;_ir|;KXt^sDY2@dR;T!
z-zYF_@1qR@e?%eDN2uKF!(&|3Pdgp}!`#7f_oKZ2$%v1y|LZ=2_>RmYw;zer{NRQQ
zo+_LB{T~te#gB-5%jeyv54SS!qewvch5P15F0v!oiA6Q|?iTn_fI{V?rnTln`$yv-
zJRYz^8&xgcF7g2@|Hxmbe=+>1Wq?cwmUCdC*zhCYH0vWJ;QvB(#6*+r2SxxIcCLV#
zM}1OCBYHY<O<>+Bym+qUo?$?_jsh)pUQ)y2q{{@q787^|bK$`s76{Dy3<{g$$m=wI
z(a!%HxAc2>$dG?qV`2~8XmRybV7`mdib*$LP`u4j#<U6jfKfxajR`$Q*IyRIX+>DR
zQ7<~YM8t95{ij}7Bc2mD5%{eRrX;MFF6BsRsVrLp{N$hS;B^Wltb?J90jGC>W-C^%
zD&`59^~dbEj+zN5=Fx}jW_$?K^C~e~)i#qPOZKd%;Vq|?evFedOSyj|rUz8Oha;!X
z#LLsFNNUObMwQ!^_Si<}@G=A0`^k@UlEpRHH|t#FxUS?0QsC0NqWAE`Jbb2Pdw{>;
z2NE3Vtb(-MVk#7|x2STM=8+Rz?R9>$ksnmlTec`5tF!t-dk5;i(WEu^0S%S_J;=VI
z1d}*l*Otezmx+qEd0qu>6?pK$*{1~z%Q-`NAcOcgZI;~>5i`nZ!(q|OojFAM;DUNB
zkwQ1kW*=|(&66$`h8$o_KvOqgjsu?g;I(!MLwwi@`em0R1X`%xZ%~>WBr;Ze!?cQw
zO27y_GBMOQNf3)9j0z^#y9oc6QF{^i!KBPf1&bM=p8!ZSArIHx-Y(d7gTZd8;Z+za
zhHk~#UCu`qoIwh)0ux(T!I3k*EX8tQU$S+`b7=`loNO<KU03=U+B<-s4=1tDB1q#a
zvwX4GK?LQ%4{+ZlGBzIo0g6bg9k7MJMLw(EqsA1cp+*E&KiYaE;p?yBdcCnsNhXr-
z)YqOr8hy1w59pJ>nQ$lU0vMJ)*5e29;ALh~67>U~y7DZcV;PV|@6@(K$|?=|JjIrY
zq#V(2{zkpngsU0|`eU49Tf+_Xi}j!q1L+$=wq@c*l)WA`o1lJV8^VV6QOq-;_~+{{
zY=}}&bQVR`m+9|n37v8q7hzPGX@o#oA7^l7N=v(q7=w@1_EyT0Yln6qm3b_ht!jMt
zoUdI$8p@W6T!So+mCShSt*Fc?W1~36si`PkBFI6<AzH9VBiQv-+Dw_TR*MwK>;e3E
zo0|ZF$z<&^osk?3x=pUFm(h>*OVCoF>9m>gDfA%oDvH6Dl;78cG35<9?HU8&Sg7ob
z;XNS8+}W9UnQHwSEfAmM*9uRf&b)i<8uV&MeML~7elvwaU1bYTp+uA0da9vo=CD47
zWFIHJ7Drb*9(OUeowhO-Iw>{iSs=$j6X$|Dka6jMgfRmUFiV{4MgjBgU9$6762N_m
z+GR~c<mLlvB%?3iZO*^?5%M>9^^v9r_Y%7DBC&pg!iC!J|Bi19e*=QWS_p|WE%u*<
z$|?9MCT@EHf@}%lnGYG3R{xIMq)xV0F!3`&WyPn_Gz}B>`(L)lj`1=x-3;EGYYYth
zWKt%DQjN=PD$t;%^<WH^s+5rHmK2-0P@Oz?J8Qbbc!Kk|)&8LJ2zdfj&p*5QN}Rv)
zVpqoLTJ-o?z$>_X9ZKE^A`R^rx7C}rl`q2^W7Oh3jdLeGBySd<j)A1cUv})iIUCgZ
z0_;=wQxcK^5IZX9dfqS#(OS7btsr)*x${36`H$sZFs#kbb7>}|k4C^Z${`h(#Ocz^
zUlwK0Fx+x0f;JFUj<SBaRVmr}+7YjR<GcQWQ4o|a*JS-J?BZwZU`(Fk(nd*M@(GzZ
zg;XjnN1lIa(qtb^pbB}on(QJHLyuD9R8Ki5v>5?O0PdA1D<@LpCcdEvaVz0ifG9A-
zeq0Av2tJ6`_azn}a7J6aQKMzoBJgUqVbk6B*@537yJ}wv1nb+U(7cguw9lm2EY!4^
zBt-={vP<OpuJZEti&ENtHdg%~9l816MrXXZq1+VnmREF9?B;k)t%5$ca0lkUz6%v+
zTxQFH@}tATjP?!4kB9wAkLk?znL<}B<<o_=Sm&Sol<i5LzwERxN_hl;N;8rXvOC&U
z=Sf<?M-GBzh4Ot(2Q$6TShwM>I2u+&JLjLt>(~MIlbX$D%Ak(Dg)qwXmqBv&+SS-S
zzW7_`QE0o#2dTi(kih1pVE;ggb{t!j?Vq;}&{moHjxAYQ<ec22FVz*EP_4PIljQRN
z$xETeo8qscI2!Y?^o3y%ly&p~KjD@y^Vgs{wdR$YFAKCvUuDy5{0*xRfJ84V>y)F6
z+JtLCJ?T%`DMO-NBl;#wwEVZD^$hX@L8L+O=}atQRz7LnLO^4aDAb`)_(m0Nn+ao!
zjOkH=Hyb&eAf2Q?MV({InqT|$;iF4)Ait0};y@8fg8u%UZIS#zFL0qhETo&(2BS^4
zk=j=1oAWuDcd@)V^K+@s2+0Icx<)%2Lj^4>xvEr?wO)%o+jW-O+JK|SHM}i{nQGo)
zrK9B+&Hb{5vNgE3n^E}gN(*@%2mlI-bFM`?%7T5QFSKt+vlThv6II)4F=6-%r(;OB
z<;zvUuUNJy*BJa*V_UL*#)W0kFgJu##S^h`s4KBV`*=%7^6WYOk^?_lUDK_Vw%YD0
z@f?ArJrOX~^iR$cA$_9A<gXpmLrjHqt{*gv?ET{8iO>`Q%xmOCq-#vp4e>8WOSfIY
zm|<LTQ)qNOa*b|IE<0$tZbj`09&H_o`i>OYIs($W^5Py%?@)EjJ)Cno*oz&N@4U+$
z+K5#5%_m6dazRE}s|*8}^5}ZfFg(dxx)?Uo^59miEijPe^UU<N!)4$mzpH3a5}^BU
zjQ|R8n^J?Ykffsw>?TW1FzgHt414bTqJaT!-pVX4Cg-V$sNX;jhTVSy!(KO-fbdXZ
zy%}U=fDUR{<|S+}>=_KZ4RXoQ0=E@4RYXVESW5}Za6|;dUcoRwQ9eZmaI?}na7$F6
zlf1Yh54d0MMi3a*O`1oI1MU;MhzS#})e0!0&IQ9<M8U9iw272hu$+zvU^xvmrc#u_
zur^XK>>SQUUiyE7I&~U=r%~1(p-iy+V3oMV$y#&uh&2K)w|?b7(A$HR2_XxCui^tL
zkRyEjTxSdxvqsl9rsZR>^)c{)jPd(F`HCY3P$g{pwR_t*i=hbL5Gc$0AaG24dU|#`
z;K|X}CEoQFNgv{kv5yTY@$L>T^RZM{t*TaQk@c_F7U{`ZV$BTXYvZ@qRP`sjr)Pk7
zQ%~?*E})>ia{pw@_Ho3kq!$=&a(g@|y0RkbssGE7CtK+RnVBJROpr;lO~da}@|E{_
zCTQ#TM6}<VkgSbh(6q3QbXllmMbe5SsPSU#o5TGW3$|a|_DW)`%V@C3wg3M9et9R^
z1J@rk3e`f<N!WMo&}>+UXZa)=a&!Z=sz&#?jUM}sUzguF<u?BOz?l1V8~$5|C~<u(
zOt`AZKh%iOhFnO<lQjR-M{sn{+$*)0RsABe)&~Cfrr1!2fGFU_j70dnD5{-_r7tEp
zw$DpN=`hkp=Vt92hIbifFx&w3-+E_rrMfSE>z8uE*%4&!f4S};jL-QTArRXI9M(+U
zd_6<CT;PZEKc$XSX`i422^)_0ua~SgObGrURLF<$In0?P5QmdZCm8y`S9{V*f)*K7
z^O8UgfHQ$~JsuZ^-qW9MSB_+Dm~sfRf<cpuyIsA17q%sa)3PiQ)W*0TGU!wm-xU8a
zBZrQVeaVkNXF{<RuU9D=KKVSQ&O)R`mtCcXQ`bCyzZtrJdOx${yYy`c?hJySw|PI6
z4Soh^E=q_*u!WW9WsNf}v*D?U;0D-hz*2{W^>b$)vPKff5gIUs^=gOEaRNDTGskDX
zuoC6G?&|E}>x&=fCp#3Y1sru*p&G^`#vu0-#3fLnm@nD5;vh<9vmzd6kxYuVJ0-al
zdq|(Yu<s4%EQ!hQST>p!j|j1d)gsQ<HfD3EksqaJBhiW6%<%6Wr<|8RPx=mxguwy|
zO4VE|JS{w4&Oh8PGU4jZ`kwy8gV1hI*Iss0glR6^D(|^fsSs*5kDgxL{0a>+PFn11
zKNDwFo#%uP*x)KM6wU~Wp8qY#C#*Abe*=HxCS?t=yS>4LpAp$@;TIX~H92)rHW7&C
zi_}9FlRuLQHQd-IpOTu7#k1z#CtJxR?ie{&uUe43wEHJ|aY=ME4j_;9CRw&N@fOOk
zk}t`nff&opH_a`!pEO@m*5O}QyM9(kFX-jP&t~6-V-ZP&;PFFD{-&LPxb##hz!z3E
zHBTg%<YuZso`oVxs{7U5s1|co$&_Q%W<O+Y;-`-9exBoPSc(Gd-2|p2%k=8c(FI5!
z!W%NIBdEX7ws-|+zMao=Gj|E?VfB|lD{?$*Ejdfiq(djI_z`@EaEQ0QC4MiBj=p6g
zygUe~as=E-wigmlE`itmIX$$=db?BiFIIA%tkR%_i76Xc;gO;VeiRBsdlBkU6w7U<
z`B9{*`u)CnM@$k*iYRh%(NLBX4wuS%WWjMHK(afj)24#LFt)NAC;pGF`~i%cxGC;C
znT{*TBy8YSn?*3Xu~7uHeb|r~suD=;;oHSbc?LJx2%c#K>{h-KOW<74z2gs(7#Y@X
zq{%Ei(<+Zc3zX9O$$1FOB|&0kYpi!e6g@F)v^FoaN%~;uI(jyX1I}qm8VYv2wccyP
z;k>?7b@==TE4;{Mg-Pglew;J{dQITzl+Pw+-=bhdTM;{3zOwA$%LLTKIsyd24cR&d
zRE|ki5k}fFyIgonAne`*wL>{agFmu%Q55m!1jKa|?1;S>F#N}9D|L>>=Z0zw*A4X<
z$xFe8Y<`EEjU%WVp%Yk$>0j&#HvU@T>fM#2NV(BPQewLoP}uw(5YQ;BAUB0jBbP1r
z2>yO@FLC+9-XYUpk8>1t44;kKJwr&(3KME*GD|qCCPFy3z2=UI&Aprc4V>w@;v$wC
zU&*b&rDAl=H~&#FXiR!VK11L_V>o~SmD8x6ym_fqq$hoCRBd4y0^}U(;Mji~q71>m
z5&TgTPPWWX`WSi+7y3_dS>Bd(r%gaKI4I`pcAYnOZp0ua+}z>*LO^NH#6%>@`?Ts7
zF(-Y*0VjVm5be_;%atLH5o-n%-D{r?!>s9(QLGj%WrgkURL;wK1K8iD6Y2x_SLr`C
z`))UVLZH_XZsOJK?mrWZrDFKF`n!Z;?e{m`$@7JszclSvdP!O@imcFZHho6@F>1Yn
z%>RP;MjnqvBP1rM(9GuqvL6H-BU_5<a!_xc66co=)kWhzaelq9f$V6TRO4dDYsQE?
zz)SyjjM%3)^$Xo2ia?EM?C^*1@bG8G!=whADNXMR8CES9@V8=}Yl4I@9X55N0dAh@
zXZL*PeoYQgSRlCW9l?%Vp|ixLUp6u&=#f4Hw^#M5^YyU^H3LW)@^^&Gj<D3FQ0|Ob
zaYYP!$+<JEJ*aVYj2u755wczchbTc159qPC8(T+@yY0-`1f!uOZKCBm+03YFIlo2l
z73cNh0Chw0DvkIXaGA$#6DbT|P<Ot|L@YIrHh<r)?D0ofrq9o|&}P)}qlj(iHrXz3
zXfy+WI+jZs*ZFgVYM@aVv({=L5z84EY_CL>PRIRE<qFgX*iXMNqY7l^H7R)(KW$()
zwL0@QdAKbLmC(t{b&i}mtc&H3qbngbNV;`klQf#j$wzr!s;AQYp>0pO^qoX*y!V@s
zn+=WL*=}1DgfcLPDWtV5-_!QzB;rvxB>b(0kwEz`R3FafPDLAnL1(Suk7sWg-vh7e
z4TS%BMdpzMX7Us2R}k{tB+xGPuWr=#C2HHdAJ=(<L%bROd|Kw@92PTKI#Nkb>Mj6)
z_j%rK%w;i;4+ksxh@}-Z2{x#RFHaNBfwX+bYvSS<)hArdQ;`FecQJ4<YzbzP9mmZL
zj(v(7g@z(7OX5ni-Xz*DZ?+QOvw5SWrHa}rTknnc%EEu24<scE8>dPpBxz}1DyW{m
zfPZ3@v%f5O+y_OPRAg-&YcH~=Wn(iS$KA``|8{w~+1EF{BpsW#s5c{`&EQ<lFq2v=
zIwy&<lvHDBuMktJU_ts7c*IbBx&KsGPAn@8{CC!F=j!DV{)Yqz^yX3-%Ziv2r^{c$
zn;i&t)b#3ZNo_-v<(rv<=Jnf^kV@=#zwypDO&7MTj2!>#Uf#DDw&wqhT*SCQD<5$~
zOsYmy8k9G8f=HvCbgis82&n0wvRXn=r7a!TeTPwF;~`PVD+>JS?hz2+;^N}wl{^Mg
za~mXN0p-cUq0^SjyoaR}_jaUG^M1Di_PYdeHF*4~g{H)#Ii4nMi#DS|%db_zmA{3V
zYm}Qu9;Z`%u=yNDjHGlzrpk)R+Kn(~5e#2wsKx9V3qc{UwK~DRtN9Cmc+T@kRU=*)
z1D@j6Wu^i$gP|prvN#3HgYJq^PzO_QZCXmZ%}fzwi)pqGA&~j~JET^Ynk3{n8M5rb
z5B{UgY7!oI*YiTdUe4e&{HVo>WM1SlydU>S(0C4vh4uxORX%ED!WXl!!Y8|TQ_4qa
zb`tPHd&|Ov$^Vd><hb<=q6pXbbs+YBuSwzows()MJ>`EI)r}N+M?EgNUjZAcVN<{S
z@LFc2n3spIko0h&E`ifcwI`8E!{S*%Cut;zuS#2!yh!PnHpOP=g|J5>AqLUY>3Ff7
znLL=`J)D#j{k(!mMe^<c63;j={fiEsotBac=DSvU=1hwy&|B?QLPLtn-_6vz_7L`q
zn&8mBnrMC4r;aKc-GgwNsiLsHQu*9)pXYJ_N3D^oTMjn6=WcdNe=pmv<f9}h_k(0}
zBm<?N2nOl?0_0V+#D0|f@d=y=5{-aSl-BU)e6x5}CIc1aY9|39LWrA^?~Mc7NKCq3
z8+mBG0|>YqkmE2zZ|m$_YKFeC7Nm~N8<11<#bQ@-biq(fGQlA#I9aF=<b3QBYDAj^
zJSpr*;xGv@CkRkBhDjxyys6)|IRTgq3^ma$1bMtqNZ-*zOzS{Iw=#s*;92Ww?Ck9P
z#tqNH<<BAM=#VE!NR73iL+i9@<y0Gx=dF$VJd8y3E!1Lx?Bv8k6%{ufc*mqJWraPS
zl1u~d-D#To@YP9TidT>(;>g47(_vDP4#Jc5Rkq8g+bV~KoUIGIO2Jh58p{!~p-8W~
z;6C?oSakIuYp%(92Y-;6ju={}dRnK{ENtKJq`(#g{(am^;qpm7!HJ}9%CAWb{hMPa
zq$YYi2XSSKW9H;)2(k%4ppB1T1PNrfiv;6D4Y@O%eFdm6oKw9}236EEID7`q`Vg@u
zG~5qH$c_QQ3lS9Uu4vCA@T-r@gkJRb0Zirf4^H|*132pvP5^a>S1$x)wMR#e)^xc7
zmbRt;qHw~<)5(l+d58ZXKq0W=Gm7WG!p)nc`C*1mY@vMt=@i+~(kbR7pwZN8vbd8y
zcO>a%(k7i0*nOX^L%p_T)U`Qk_(7GVs3)nPb$OL@?wczO(vpGeU@f@dYON2`y4(wN
zsm;2lxpsUk!b|CFjZ4ad<3-A++$c*##2ix>*jINor}BDq+(+ubA|Fv32AJAJA)^h|
zXTz}S^t0&b%fo8U%L{c-CSJPQvqP{B3Cx+%%4z#{8!LPcfHi7BYg9d{;&(<W#*H4w
zNqwG@hxwV553WI)hfY@_hC{pB9W*@84@h?}<Nc-XWFFKd)jdw3opX5Yl{h)!zi$J#
zqsxvZ!wM;3>`V=nO-;coV+N&y_)p0r_W%oT-1_f9a^}1spGd?n!XYhjcO7Q}d<P#%
z(*qR?<(tX*?5?WyGsrf3Kbs-T(@rE;TuY}$Ih;>OX6H8#roq9^;9}hmV}F0n!ovTl
z{3^5I=Hk}-*6l9=sWX^QLL&CMDhM%Tj!O71l_X_M5hJ9~sgDaMZSJjab4hw)D}n+c
zR|X{gn6?l0Y{9$%(g$w<)kyWh8?1cr1}$k#JOA+puwdT6KlBUc2XFB8gEufx(7*bR
zH~4^c_cFzN@CGepb%6jxIHe6|_VbF6UA}ZdD2+jQsNAsL&nXNfY-V3=ukESnhk#uK
zL6`>Ui+nIV=~|6ZWMb3P&O0@xvaHv$hp@ZZ=|w>%vio!ZivF4uU#WO;-E$jX`nBE4
z4+*KEa%Dm7Q3bu^#7}c5t3+nbKT31_<Dkwzy9LDN#%?s*kYXL4xc2=@^=JBJl#%xb
z6D)ALl<BM-_xlu<0KVBho|k`T$6z(aXMND)5M35?mMNhS-yyW^yuc8rGN^q>qssE}
zy9RhZT!!Es@ql|Ie*MqYhp)Rntvg%Ql?N3$C+vtypt@8l90<p#W((ri42t;|3;MIR
z9jQF9gjG~f;3@SPk@TbG-IMI*Crq&~c%Q{qePc(Y8e9TQOUZq89X6?EHmDA9V+2og
zZbI+xWQLQ@T#=h_)f~0XF(nyv^XZG84Ln#1?La(*4jsS*;t%EoPT5od<*@e$pCSdr
z6Q@<UPvR$0ZrN|<U{-<ZZo;On?GYz|0o*IVNdaq4qeD8J3YG?dvB;$nVZqc8Rj?t?
zYrhcmzJsj7uz!s|t9Nl9W`TXMSTc4Y>YnqB<aVD#F}biv2nRf0$`Yp6a_Ne+`*V?b
zvi#JK3`2C5gUp$hG&w>a?8&XPsiyqx0`(R6_p1WxF?3)x2*LD`eG8p)V4Q?bn$Uk%
zA_=yV6$Qhq4=rnP!1nVOu@)Zp!+!o>T`~PG=ZQ&leooBlpESaF%8VkqvAnjn^6#H0
zAO3htwSs&QZ0M<sslQzMJ?P47GQ*UAmF$<`rLz%t&CB=e^+$5}VaIGwhipuBFa@*#
z6{<`*FCE9<iTt9tj;5Wd+=oDqwJ7f5?W<7=t<zBU)#vB_sU<&Af?g=N)AOf?VH1tX
zd~`3{_74TLWlT%t(pz}tTW(8E%k0k6h7VEmL$`dN_lNmGj-6#HatJCOYB&Qc{C&jL
zl0wTzhSMfKh%0cPZm5O+{e|q#e{E!}tdm?_ohP3k#gNka+qV?mzxC<w`q|r01+V=v
zxb^)gn+`a!lqe(9a2sZiT^)2ibr_yltwPbBkVcKJ5=E$I%$}2r^|{p1(aKQ>FOUKq
zZWg1EMOdS%T(<bs=ms9$SrMEo%fKi?DlG?K`E7aq(}mkyCtieUfN_G_@+K^80s%n&
z)*b@#PDM6#X;4&FTJ@3$aybB}pb(jbH88-BFQg67RUU3++`GM<th|^e`A7*~$I7VQ
z$mAm?F>66d%9J?ap$<h-KtCYITLLjcNYPQBjyIS5tHv*id?UzvDC#n~l>`Y)7ypyK
zT}wCE_axDnP5H?Iq_h$Z@*|o`|8wN{oegXX624_M)BkSH7!AHTgJXFtVL3^>bt*<c
z!2zchyf2_Ot~6(f0_R(qWItstIkQH-5fSt@b!PW#GjRkJRRUB(U1HZMz)BY1OeKLf
ztt21o4yVY?4b0>9GEmmJ0-o~n@}6mBdp)Cu)rdyPJP#1i-rZH@%!=I|2Ot7K%i?}Z
z(447@4-IgG-W3^kKlT@BPA|r?D-bs-TS?1^OCkUYE9U;Pw129*M?ISI6ktiBrw{C7
zLik;GlRvg3jE^m8@-fZcRG2`JQw6*^>3y<6RK9cnpA(Qv9e3AH0<!kdd+r0`fp`jS
zf$rUn02rr5%^Z7kMVwbiGoK&`k+l+x)rbSs-EaC}ZyCx3C!|pf!;~B-5-h?W`be)d
zGNxC0)6~Q8k4d$1iFL>LgUZDUMWLGCZzRdff?8MPtk-lokbgs<4}Uw+$hU?~D~p?y
zcNxUqKP4vZ6ALP|ez$=Ze)-4GC-s+Bzxq$=M5#?%Ka&4fNPm(f<oLkvzpI;5GL+2E
zZ8!8+VQ(!w!V;nf)-^(rEdN-5w;Uhs53bn+2MbHopFqKjo#E3&Bqzm{6WhZvKA?xC
z-M2l-2E1b?eFtv>EKFBw|B<XK<Y0DKaFq&7CW9@f9n7Kb^;4jM*<mo(OALO|v<@hn
z|3|j|fBUoAZSof-Pv>*M#=T1F`t;kIx~g+ght|{EQr}xOum14+W8c>~xx=UBprs@Q
z*`J6|jIkeYES#~pmX<sBV8zlPx!g`GozSpGh#(~YwpCWWSqf|Nm*U$r@1>T1YZ54e
z0xvDdtrcs-lO=>2KM|mEV|%Sr81kJ{1R7!Vg&e6-XtSBr(-@G6T~bg{(HeU`QTMSX
zD}^^k8JO%2=Z8a{ubR)y%69J@2P}O%)n8TCnFq4SgtYhJCQM+F!t;CoJ&q$l;wV+)
z8SWjY>gB}9L&3d0wj!G`+tozZvw-1A(6afKYPq7(Xf;c9K<%H`i<ehXyb+GQjJmt=
zp!c00A4vX8b#iFaOLUZ%24=N{l!(hyK%b>R>u;f`KWo8FYEWI4bcdS72DLWwzq$YA
z3|aY|^Hq<mtu(tF&A#tOvbp^8*?GhF6)$Sq(JW>Yl?#ZleP4TY>`v>%svRxd^$ayd
zzFtWL>!2qhg0BrMXc+cPnPhc)A8$tv-26C+x?-1m;TFYVw(C39flB#5<x<3($<$4h
z9(Uo`%~2#Snm(TLEBESn>*_B1F5$T^aNQ(@!htb_P-poP5}9xOXYrn~{<r(aRfI5y
zu;`@Q#M21$J|Uy?yRZ$GZbj*+UA*wDfvZ2~6?xV)KK&4&kDSSQEJDwF;mD4g=nd1}
zuTu&T!gRR5$kQUZsqpUIHt$C|Fi&9dL6d0KcBmncF7JR)?WgC+THl4A9Y{s8jvj?Q
z`|fi#z-+jRwhB>fxVrP>gYb7G0M67*`^(nZ*qJXW%S_E+AzryYcVqc{b#7Fp`c0@a
zY0GJ6Rj^6-457Me!8mWtLuXs|(?W;>wuX@?nbymwgTlqMd+lZi#-jn%QTfz%Jaisk
zdk4zOKP5cH$ZtxK8X~uC3+IN+Ki~-`yH?g3ZjegoS&Q@8N-`vkU=la~D2xel4brKp
z;+}`9nRxOdo=kx&O;FtQE5;(5MuZ!@zxCuyH%WmKqK(jIT0*whka~|d{LgW4t!Pc%
zRcMe}mFGnv{a0(`y73eTR{Z{4(|~Qv2_|<XF}DVY@bca#EvTGSiUKNmkC2UQ<(S6N
z?ZM8_4mM!%$Y*ETCjbl$E0NNJ>lu(G(=u7VePIGUuVTht^Mz2{lAfY9tha*#9K#)<
zcEw3ZviTEMto)3n=m{fRI&=MkrLihmqSRiDuzy;**Zi2*=brmdDSQm&8i48#M0?ZR
z)S%gd(zv}8f@o?Q|K<PXUcyfX&YgC@X-|Jb38arh3Fo9?-<#T{X{6@6h?+}VuSOa;
z6<5MD+>IgCLgU5?Uq%0Mrb@jq4>6vsWE2^fYL|3HwK|6}3_Q8nPSv?mm7^z{-}i8f
zZABU?F^udxc*zR{k^5nLqxD@Q=pH2YZ*dk|^KmA?HHh`P3+4897A5<>EitwX+Yn|n
zqSJJsR(-4cv6USscBe*a1r+H4P@3K)_$67g9rXcOK^ZCNE*!J2>>~aOZu3PKOPWT1
zl>J;#MfSgI=6KJ}jU#sjyFtD=21{X?PC7$O=kQRd8=%*HteNMhT)}5t$1dUEAbtfE
zz9rG0YSzZ!gT~z>4UdklNY`|x$cx`+<Ec%pBj1TFRc0s}Z&a^j#Y3pSFoJ^Dlg2;d
zZ1<`7d3+y&xqCU`W_k8bQW7-8`<|oZDur>(_X@Y;@JzsG4)w@PXcy6n(FepE=%+a+
z4K-1J(C99NVZX;I2@wPx0ScR=?C{ZdBc7AYC^<>$!mwTf$~rUfT84@q4L|<^w+&lO
zLQ-gw`vd;kM#~_n=rtB~Lu5j<MnIQ6*6_jFH~%a3P2dl`qJ=8UfEz^qzcC}_WOYaI
zj#R)JfrHk+&QLaW`o{!Lta9cbK|u!zaJY~glF=Nz)0+xnfWw6oZkdKi|NmTBq|nHR
z8G7~~>fX_nZl!ZwEbwrC&k7Fm{eFOFH4J;vcwy`8?M%wDxF)(pFK|M9I<x%^>n;C;
zxmhpS);nb1XlDmCD5K7@zM+K|F#s1I8~;A0_bv(a1Y6l`b2#p*BTDb-72T1XR_w0i
z7H(*iS6EoMH9`FXt&QroYm#?Afp%-m&VRXZIL)~2i<?~<ducD*yIQ2@8kO_X=y*oK
zN@0P6zNn>9ilvANomf<0^vV7@3H!=7R8xHJ?-JDwbT>1C=(f}Y9Tsm2xLzoaBH|?b
zFn>;XxGQv1E1-Xf+)<*4H_~m^@GMt@{#-A!DrBn{Pjugh;MRZ6YOIGysIXFFRGo!a
z*hh~2rhGz-$3<M8nGY(`(lTLpnx3lA_gBu7vXchV6%=jpj??Rh5tgDnd7<5WrhT>%
z!BKaMjP3@?iEq3}<iq+QVVslkvnRF)Eb;SA<)#u%eX22yrxMHy0m?rs(h6LtP(8IT
z8>or`O621Z@7}cbesp40-TJf}q_hW{-w7`f;+$8(=4yRY&%^TZ8eY*%UY6NkI!N;#
z-ddfCWS|mXxod1B_T-ZgDQJ?;%5={_ky{v=67!azr3o+hUq2J6fD;_67;v@~bQKdN
z%<^7Q$($>uH2p-=9U+VV8T;5WT-#igIE<4o%(?E-QhZ}~L|LL535rk_)P=RiesTr3
zE?Y4S-Eeg<m;#~7RG%P-FnI;NpGi#23&o;r%fJJ4n-vW0eh(wzDxnluPdo5KLxq9R
zq~)K3<%Js)9HQE{#jNf>Cf8oTPiW`>45(f4Hdy0Wi#wSvYr2rC3box#ONtx3UoJ7y
z;zBOgmbin{ZbKVd7Q<NUzGN|k844Bd7g`PY6BhK-^QS5<b7Szf>~0AjZ4N`XseUf_
z-Hg`hzWeDD_mu+Z03Pp3af+TlX@IRMZ@I&A%x3zMOV?)|CXc{XK7);j?;CVpaj#6y
zsw2dQb{n<*Mz5C?4t*jKJF88$eyVf2*jW;mZ%Oat%S#1#-&T+~KVe}Ldma(zlUECH
z{Er2}Q2t~9s+i)=Uy~Sa6n0NVsl&GEl9E70Bix{Rp?+3cSN}8{dboLZ2_gHA#ixl;
zrD@7fQ7kF+g0!3SYMRfa2gpH`F~N}3NO&cFVj?tOUc>UVMe#J=uqoRb81ML@hi2-q
zJnBy7tp<H>GX`VrG?|g6Gk-*<jwK@JdhUo0KvV-}Khe?YEYlKa&9C%vcHL;B>-A(z
zHp`lB%W*G76inVXS^Lf~FN>&9WAXJ^V%2QikKy@U&kQ2_i?p+q*PoHl7eYw6;>l2}
zdvGEAoIpZLBpy%C>O%WkU^Z}fmmaFjaqA<*n(@lS%a+VA%oQxgmwd$jY=9`wJzraT
zX{pH*n1RAxEg$P77W@g)*Jntubk;RQNgahu`@VmSBZZ&Z3TST=fLUNmi+OUD?>>=9
z+*XuTWI%f!PQU`hlMekF>ee#>@5lk1ArIjJYJ6A8(Bhv<L(Ma(u)}mAkjrWM(H&Jn
z!gXmGaLV;nrTD@Y(@z;oI~EZ$eM+wLRw}*3or3e71uWcALGv#6FDngg|L%m|O<>f!
z7*ja|5;-5NBbpL{>WXL*om2{ERPf=Jq=qo$;|R|L+KHE{ioBJF9A=P6C&6@kE3JGF
zyrj=!@HBHuo;fTz8{*VXf#X)Spn`5lI$*U%_`^)5GSDtuQeDDXw9li<k7|1x@e_)q
z&wH0BT&Cr+ekbyWUL$!%a>#gCa_4;_{^U^+GQcmd8If8CN682Agg6%xX_d@C61i1i
zq2a+bjGVYg(wDR#*ng8|Qu{EK8c^+CARw^c<xR2+w>N!xhQFttPXS$jalz^gmquLQ
zsK4|(uaA?@K3A1?)uPplrQi{OD2qlWOdKW{F=L@JO09j-y!Xji4g}xe4>NY{;=zt6
zA(S2!OGd6u&?V_JS{<HmQ>JGY@#zQ|<FUv^qz|rs9O=ZA#bkjfG@eqsAR*)kIWmRB
z+a|Jd%+0<ywx1>x2{8>X>)Vw{!E#Hc(D>Nm0%})da50*v_;j|r(ngH2t|_sy#9nGX
z5s#{E(lC(iWk%ozAa*%sad*i42pw76+i2;59DC4S9<mp=(bu<>T~GmK1B>sEcY+>B
z;m_64N?u%bvBY?Q(X9NX`qj}?hp~uEs0)XBBfbSpW5!}>hiLGyso{IH`YooUVGmD|
zK$h%}$~Er15F-ahL|yiWa-Z#Jcj(z|G*(X9;t@-3?ZxHh35ePMDMS$m{|n#*fIJre
zVeU$nO*DjNCS@W@jB>B}GGI|OM`QSqT@QvEZ4!={D~P6JaH{{RJ*NrwJuFR8{kcxZ
zCN)|i2jzyu_QfNID#{yuAh7OWB_4_ulj>Xt8O&m6vr&4fWL7P0Dnr%kwO4ltG@>UY
z1U47aSNnaI78NHW4Mm~U##10AGGUSj@gnA-6$&wnnST1NgXZ7G0V0bQ`V7MZb|oq2
z$C;>x(?1xjkL;miO`T%k#{d#Ma8Q#gF8+Ub<&gWIPXdCYed|s`)nA=KSTO0=awAm-
zzRM~Klz|H9#zD<HUf^|k?a}IfjVw@;{&5Jnsudgl!LRtsfC(lXwEnsv&a4K(@!Y%;
zu4pYg8=;hB1~dWFf#lyNR|%T(((@*opv`S_{5#f#W{6lwjf{u<k{J(jyr&mTgDx<a
z8P@yX$+`5az|0VEN^+I4pcaC6brp$L#0l@*(6V9Xj8X9UDLgG-vio=i5Vd~_JP!AI
zi0V!h(|Jlt*lK|Hs~eB@1jdVto%8|MgFVlsP79*UuXtj@u;k*Sjhg>@IHfc_kDUEn
z|2!wiY0xkw^NMW~CfH=@H9v|&`{C)D;(xerc9|ffd%pBhB-0-QB<E0ag44v1t~f-c
zKX|=bROI@YV*{7-;8kw23?pp*v<X7{<Y6ref1YCb#;5~*ryj{%<-0=hLR`MibPS=w
zd+FN4w_Y1#ZVjfnl2?R<qSjDYzll3*<>iUwSl+k6h1soiTc|x=L8*j?Drd;O%|o0e
zveEuWhOCi+$q+=#bYb#{#Km3|pf$Nufp1MKJWV0UKkXBKVYWMOO|QV}v|#(CIP*{m
zf&nPI_feV?$utqeS?Uw#DQ|It6}hBe;pry66TWvv^Qb<kEBSERjY=*9B!Gmb6^Zi6
zw^Kr>+U_2v^#E;hGoy8M^zWB~k29e%#v-4_xTuPiM0uT&;rI&{8^^TiHlxj7Zyr>f
z+QYzd8<Dt_=IY8e)CmvGfom;OW}(;ND2J1Nbx)72p_*k+bZ;^$Q859b096A}g=)jD
zrwYt724k&?K+&usPW-IXOjPD1ZCf%U!Rddh=9AYA1CH{NFt^&C;E6Nu=;tE<pgWfZ
z0N6BMvua9XJ7oj`Hc<PS6I6WA4)+HS4;vdBJIL_Hu(N`T`@a>4%lm2Wzr3BPrjAbk
z5pl}7ncf$kRxcl^7rU$T_6ZAuuxQ$+Vf|R)jWT#gB4Gc8=zBOesj70A1Fp>Jp1E^~
zdzuWSYKrH6{>{e8@dgYv@H(?EjQe@GWY~^4^sB}up}?NS{zI3yt1CNRpBeFpF$>xJ
z%eEHFp^GhFENTD<k|;grL2KUnR**J8i2)D;K=i*D_(A4E1HbC`RH4ado6%YeSNRu;
zva~kfgR))uSX^+dMXo^1|A`Oh)1H0E?CTwd<AacU+NVb?6xA&Rdi%)Ns}qRqn3`84
z5elnma^k}+(?U>dV`FFK0&(3q(G~)Qk4SW2GD5XxiE5zI%$TSwQY!1p5edd$S`kEH
z^<U(gvSG#;{Hy|b%L_7RANFncVc$rJnh19Mntjt_hlScWTTzgjFS>XOfqga(B=(~&
zVc#n`43A{KTriuU=<+scd8^E4PuEl-<OB96rrODOazC~N)DJo~4@<-P+wAtYKrRmN
z1h`hoLlyH!+KPd`OS@X{ASD@A70>S9NUDP?@|~14xU{k`k=|p9UrkD&DD=@6Wj;9Z
zYZbX{BZzVmqI@HmR!;Ww8hs_1?%9EFuif3<-@uW-_ht?TTa>6+l03sU;8_25pxo;Y
z1sfyT8A~w5M-pX$=sz}%bPDi%f){q2f(-CveVIA;q36Iy+G8D5`pHL>BUc*i;f!yw
z0zbBxNHELQVFt^v^uc-af(fvr++QXdAG;XJ2hBZzsMYX6oH~C76X3kxdjKrp0bwK<
z7Ku|~DGPq+Ium$@b^aVIZv-CjAcJ8jjB3LP;92SV0?vs1$Mlxc0UkKwfnkI?MJdD|
zd|V@#P5b%fh1&BY9>4~M@m7gZ3xX-Q3u~~)71;Qocmy8QnSo(WdZ7wl|D#ad7T^io
zDV+Cv;(ua<^~R&?xoW`PhU+?O6=CZAk1&<0pmu^0N$`!qG&y`|xoTlea!WA?ECM_f
zV**(4SlpxvTJYdF0zB|b&$Rs@`2X*?;x7qf93c9(_grX_r6(G6Ki>NO)EAIWD84a)
z0Zu24FG<)pE>)=JgttiDzl2!#u7cYeuXfsU#f~qJc`!im-Ia6IyX~^)^|KOp784Va
zg?EnKNK}1$Tj(qldf>=hG7fk@Is7~Mb2eK(a6U2fok%pYY5jSnRp2*okKcW2E6L0C
z_P^k(1-SPIb<yt5$-=muh@~#+FxJqmrOd>C&#xt|XrjK)ud+RlqqzSJ=mU^ygPspj
ze?Hyt20xBWc)C^<l8C;%==Qu~!v<X(^p(^y`?@`2!sx_nji&48*XTDF)3wY+SFHUu
zBP?hNdsJ*_+BxQ<^EC$IFyX&=!hV<hW7AIjljX5i(`iu#{u^NfL*saq$@1yC?c-}y
zRAJZc*?z}n`Oh5F(RHD>*>dOZT(<tixBcFFQsLLTJ~%Mo?Vl&ZsDc5-Dw@nyzatAd
zJ+UPQ_P@7N&Of*>{?Dz6cj&#U>rd5396>LbjbpXzWx1_E?^!7KTY9V{uNW=^dgm{1
z)2RPmw0*dZsHFet#%l>G6;(M2oh=kC`56aRkPPxV_DV1P-p8o>Qi{cl=!SM4t@W>q
zpmoG<4wkXgO%o;^;eMyQi!0b3Ywd8;@5sS8PI|H+%;@Q^@J$o$@v!7y(A5Gt+Z|fo
z$T68VrLP%JvkdQpA;d2<v~^i1N72ooqh}t=>orwT+2e0+PiM5GLBqe_d3(r50w0JW
z42h02Y5nB@i6rkzPveDM&?XqX?HLlL^K#9^WysSNkyZMA;_q{{>6Oq#PQPFMO4*}-
z2em>044fqM?51iraoZGb?|M@(pVzFj*V9JQW&Gi5i-Q_9=-oFInm6%!F5A9TYaJOG
zNc2FeKHX5EK2^tl)^)xuN8Iy)Fe3<*d~%(uO*^LJPaxPGA<KDM`$SJD04oX52YGie
zkI?OuE#rX-sA+RA`D_mZGQ`W#XUm&L#{06U2mac(uO7%A9s8)!Yd^tPl>{_TH%Fe$
z27MP~tJMOcQA`9TKrvyZz@%{@r~A=v>{~FwqBwRF@A>LxeO-S(-bM?q9s6POdRRDR
zY9bW)G67fEU<4yM@%~2oUif<3m-$aTr2C#!*yrJaw`bmK?psgrILiCe({WVcY2d}7
zKUyIJN^NZq?epn&z4bwGAZ&l|?FFGU_iv5Y-Q2`CE=xwIeXv>kKS;?!$cqX+9ow+M
zd>UEyeV@I5dx;>=AT10EwXkp4B3p=p=GnpQU>PaXsAW?p@;=9q|LOT~D2VoUd9u&N
z0Rc;QchOhUjYbmqg55<omX}y?m>2wtJGj63P=0I@ji#&uiADN#*#wOX{`~XM)2jt@
z;={|@WL&_jp~y9cp07stox!49r~24Hu=!eBNg(tEXy&RsC>0+w0PaXR{*jqvF57PO
z*1BY*wfQa8iMS27Bu#<3cFr|BAbKZ?p5f1)NDyu43!-o5v>LXt6GrWCVztIqGmfz6
z6ABp{*lC(FX<WMFG?+)NNA1$}3f=7FE|FVeprdgjT;4YgoG?&aac_I#G$?ikT4Joy
zgCE*b)!gg%D*?6EZx6ksSPrLYT^IAe4hoK>jfKDYr-c$i!qPcH%y4E2&<OJ|rY6vX
z89K>Amp<k2=xO!@UEt$O7k171KW(Q5v&oWwBM!O>&O<(}J%8Da!MVhWen90+bUI0V
zk5g($T`WcDsb4mEy~O~?Eo8nP<=*>r1w0&dgEK{*??`)!=|qKJpl9fh9)~8^H%*1S
zXo4bj{d?X|x<y0uknc8P_IN4S6%A-}soL45ZP30DNa2I9gP$M#aq&Z-qSIce3SSbs
z=n7|TUv+~YkDg6}o-UVgdnB}n!Jnh<uNRVc{d~KHEqdY+rjPS{Jw2yuM0>j%{|<&d
zITu=pzv%FzG?6_rNtxctb078M%|f$S<(O-nYRt0EKU*Tkhf?&(hAc1{o0^ahkufGb
zKa{O%@T}hEJ(TTGnqi~9Z&xTL2Ylu|EAdgvEVUy&zrF2J{cS|7Jcy^w;GKp@N3y@h
zmQgnDCp!6D@z0C9J`rwCeC|nshJ(-MI!7Ku$wSAH<Thr3z~T=_m=-n6UQX;IBmEwC
zIfK%YZr5ZV2z~~FQ|~yE=`*sC@-z{zdI)q@4@Q~PH~4_TQnj)(h#uMST-UV?$`0(6
zuJ`tafW7yauBWKr8Aa|t^PhfPYtPP=3^5>yz79cCX>f?t_5?r85A@-h1eSLr{tJYx
zUH4B@QtyTX3O$5r$jjX>4Uoh5Klh1h$BG8OI+)85k<C*5HISJ+J`a-RdV8GwJLxAE
z*z=g1qh`@V?HhwNjMVTY?*N7v`#k9Bzyx{z{@_R8{j_dRuPz*7-Eq%dkI%zFrSm0@
zp{f!bOl)6IcU0CTuIhVeyP`nO@v+IzPfgic-_6YiX-BX|XEx4<tgp~hQynm%j+H>o
z(Qdzq4z!oW@g9DX!fe)|#IIF)QSi*1v{(BOL<pI6+eX@|WEkXEWL0yM)i`7<%vFWQ
zq+%G@L%p(4XwS%GCj%O8qfYezYVPdU&};1FKu0KLO4khi-*}PmL0AuHz9}*F;2I!s
z7ZuB51yXR_HmQ5t{X8ku$ma%Y;&{s2d}UM?H*x*Q8)}=lk&;??^vl}4bQR8y8oL@~
zbT`Mxc35&fgBe}E6-?SZ^#}A=7@a4W8V$xkeCjg#GBs+aHyqTJ>%Gfi7b}7Ox-tK+
zTr`^;z$uiZtO$BRl%VTY=ivtJGO}MCL6>W@L#jU^_j?oHpYE2t!HwBR(dvwk>)(H!
z|4B?%1o<u*rqQjeuwA^bnY=$f&{O?*j+U}n`1STYFtl78bgo+XPGE<hjUV~WTClkl
zMQr7xiQQlnqlIK)Bstk{&Ce(K22j3{#D81KV*Ow2eN|YTP0%IouEE{i-Q8^l*FXpo
zTml5w;O-iH1`X~S++}cgNeID%{*!NS_i}Ic*}bIcd7ql@ny$A`ojTQF5unSk#f;fM
z&)ZTsVfjpM-`8zvTUcXCI%X?vC=a$wrDdT}!gbOYrTLLKt1GXO5*v+`-(jSy;E~Az
z+^HM@G3yQnOaSyzvlilR)o9e>tx`IUe18gz!o#?u#HUClSTdW#TIWma)na5lIO141
z6p?Pibig~Uo>iPR=IQroW?h)+4#~(2Dnua>P>)29Z9G^tl#XkYBQ*YAun?h*Z)om|
zo6+ulK*G?BRW}z87XbVYET7U(9oM3o^H?`|*o$ts=y^oXDWQ@OXe$4(e=I~Lp<NRA
zp8McCvM`=d3UE6)b4nrF{Ow93chZIKuDkb2-h_5_3I2EcN8h)`kK+#Af$BN?m2Va+
zr$1kYa@vlWF2TY?pQSCk9k;JO+i(wlGPnqhZxX!<fT(y~;G-8c>#Kv6Ey{*1MGF%~
z9$Z8tZd2!cu*?nP;x{Vmd=KuQxVuX<+KQXi-C%h7FJfHns=xBn-+eC&G5U(Sh-{<=
z%uN`tFmAJp0pU5BdHm@UF9bMY!^;<8WY}FLya%qq-(>LjUy({<YyZN)ffa0*QPPAX
zI*EkO>Vlub%?skY?FX!pC*|V#hf`UG*I`tVA>PKzfvu2Bf#l-HHl!uVE*3ce4fN*I
zfu1PkX@dkiq)q1Qk2w`BjPHeM$|DjB>?P^pU|TtQn}5usF(29ixkNbC59{abzVF>8
zYV|(0K}8@wH@;C%xc=^!qLg|%8nM6#I!bX6%#FqCevQcf8TC=CP&{0OmvkZ(3yVOM
z?qLkA_jaf1V0Y#%+7xYa?BPTJz<4PZ^w&>@efr@`&zva(O=%8w*QGN=nNX?vG3FSz
z^_e%`JXV=-g=nPCVE~10=7mTc=E;e2M*~$Qk?T$(!xf>>n)XclMx^>$9D~%q8lSC?
zPoJEhKFFn+DnvN1Qg!%f{JT9n1hG^#?6>M3Ks#_pbNCU+SjH<R6Xq-J=9naI>PLz8
zNL*?s*n<0RXvM=Ah&B!M8bZLbtK1|#!t|9=6*+26083^A=w20lLLHX~cEqJ~1QtFr
zUhtNJo#=<?pVR3=Qx}@Ny*0tnSr$D(g0DyGA~>g7R8?hqtQzhiS9o-RDL9J;{5r2y
zHn@zPJaf_?)>d_<&A%$MHEg{cT#H2gU95j+68Wp5$d=YuMlcrt#X|VS(~jLCcZ!@@
zI+ys`g{D{fbo}Uf=Qk0%@Q{}E^KZNHv4fYPAaUuE4opX+v}1avrTeCw`+O-TwK<=G
z1Qh|r1w;&@h#G$zTtfj}4ujjhH#8I7(Tq=L1Sw~?UeZJ$gIX`-!9ZjQU+D;&!UX%J
z5w=0rs@)<WUAFk4Mvs!I)MAqX5d#W~0Y_HA7=mD~Id$h86~>wa^VGG>@}Our8Y*Vg
zOL>l|7W4q20|MGGWuN#{%kebGVy<C=UST#iPi~L{rW<b^t51_UVFi#ry4w;Xd{E;s
z3qE|0)42{uN5ENXXD$vCzH&x-IJTdxPc0L5;X@6hhSVWRl+21)pQt0&j7NP6=Xrqm
z3BL4)8fVaL)C^U;8}H^TSeY=c^*)LUv*+PtMtB6_jq(LuCG!_s-b)3@*I3|(O5hV2
z%H5X&lzk@DTeE9^k`*uP*H_oe2Z_9Qyqaq++_d!zRFXjtCxt(S%Tz84C5tV;+&m9T
zRo<HIm_M8y%U>0LB4Pw9|E|G~{1x@~{7_eTJ&$rAO^kM(?%%S#zh?+|YD`3a^S@L&
z%<N+T*3ZWsEpCbWF9tq5gt)VF+Y^sGW)r=)R}U=7Yx=3ju)m8H6gG(1U=#$sK!Cng
zNnM_UTLi49p^`O)mER3gK;GO0FWwx{Cbg&O8MBFlF{(};w5MJ-dy_sZv~qRzk(Zu?
z>hFvcC=<o}IPmEW!2F><deGyX(C>^o!>ZrgzOAx3qRzM03!)wX$TCvOY^92qSE284
z0Zm_TfwUEsL|#*QE=TviqLMrm{eHiU$Kl^Obth3%Vz&=kjWrW--Aw89(IW}rsL90I
za!6i^EjBa1ux=vc(^InN!y!GOM2FUef8BX%RB8%FKCUh-?cvqvz8;ye8^f6!-7QIk
z#N0c2hrB-SF4VoDv5%-#Xurl*JX9HeA;69cXTJ%_dGq6WJzIA0A{q~u>GtlHJ^X8|
zht_z$Z3SUA-wsGWxxA>LdcFNU8QA-D1$_e*&K-&lT+lQm#e2CK47oCH8`UO)QS^3u
zzM6s;BkC*Ge+sLWdLAiczyA&G4d8YtWj6F(TY}NyOy4{3Y1R6yz3A(h5rEfGJdOEp
zJr4Ay+?>{N>m)uh!6?IkX4`?jMNpw|mn)WE1J7pfi<*oix-li0x%{2GP>n(Pv=S7=
zB<t3aXUX++<*-Jm_E9%LT59Og?e!(mLvF%3udw&aT|NogU=>vlMNpOR4@~=jFMs$@
zo?n#?=bOx7INqKIp%M8)$<cr)a7ribz#@=&aRm3spGEVA32^k0U%<un8y4bs=UcF0
zHyLwtgp5!u;5QiN_#3t$@mlLV-8Nx)9VZiCQJ_~ctqe}v7bx1&m^DnJ>C#_T;nN^<
zFh(XF{4t?Az0gG(Sw$DehXo4M_~H!hyCLx9`PLn*lF7p$4{=e9_R74_+snW}k)(8o
ze_%>z9|aU*@{6*JVg3(n2?vy6K}Vs)(<mrxvqh6ds|tl+5MXJ5Ab98~6eXj9KKV0B
z`Bx~X70RMg2A=&JMS=VL6$->qgt8R>8~yiq(f`{Y|A`gOO&l7f7f$^tT^xukSS;M0
zja`jobSbb&DNPUWHsIJP?{|%u-sAj-t<)jnuxSL4&6F_DgNDNV#@IePr+aVI`I?t~
zscJJO`3pc1_M%P@HIx`gkMP!MZZErXGmKbUMD=i#7r)De;I+^Nq*v8g=8$=xM(x9*
zm{=ucPLJN+il1eoX1g<yW1qnsP%Py`=peqi9_PL<Zu5$5d(CpRYr?^2x(<j!Fn<U`
zp@7Mb3*zLTYr*ngIIr^!`<jTNu?d?->=XuY9Vl&HeIQEbKFC8$<=TesU*R8Xi_<i~
zdg&}JHHc!b)XC>{0Z2LPD;q$vm8Kf0wsn#ALN4kc{jA1Y>Rr?dyPAxwU@L(`aSb^r
zMZuWWnt@p$prpd&53TgK`RK{@<uCYNG9*s)78Zk9yBQB7X0#BK;lS=}Q?XM`ik-9M
zv^lh+^0u`$uP?q3+z@fye8Fhl^Ow<#!`5geQkC3>ZBE~yb8v6z^Ap-I$M>pKHcm2%
zJ;lN*MX(I|NfUpb=J)$c2ZuInb;W(LdO!&jjo1xr1%L!s0^=%Vsv>cBz>Dj+pGVvl
znGKNU7JmyCWysvdmIRi~V~kkoMQ}ij;TOD=1~q{ycjJ&pn6e*XiZ#05M2$l~n)w{G
zI;I~{BkiWU*9fS;bEjOII6Sgcf6#iW$!Q>BWk;iQ)QumRawwCX_p};%K@vYD`*7p&
zOpcv%=w4Q${=q+#gaz1P(>h{3DOLeQ!u>|N@0Qggb4i*C6*h<~Y==TC#!IW8JPCq@
zRY?WGs=_d{l=1`u7t3t%GVic*;(S4-bZztQ#HTPvfU4SsYJSlk8Qxxgj@4DsK1j*j
zFS*?$Rn4&;0QD$R_Mt<g)X7qlX0&Q{3<3krjR_$|!`2z!iB7K$=W^r{3fs@6iF6`y
zZAhdCPok)ofN<TS*r4P<rJ@y7(V(bqq7mT2bc?TQz2aQS4;$EvZB%2!4)G0!XRBKh
z@^LsQCKdl!XG|`@b{IL-k@cbq&xUT>vX)pJ;!LkS0Sw4`Y<Bl5@-P5=jOn8p6S7M*
zc6yC_an{>6vu}!0QQM6P_q{8MX?b)Yw^&@+72%hBpX6Sq8?npXQs<Dn&Jq0cGhR~X
zCK10Hl^Stnk*+;`W%0B7CQvuPghv;6i1k5C@vUU}9cheo1xboSE7lHfXjzKE8O(R}
zDD{SPW3%O9Q6M%sRd&^(R{QB(s(Z=mPOEkZOl<qivo=_O^cI{#JiLR*!36RZ@R<+E
z6b>(J)sFo^I9R*GNYs~Q?#rP2m5|zfq0}!xLO$odBk~Uv1(~r&0jMv)qJbC@&xCa3
zJQL%P!y^p9OJrW@W}__fe49AYeaMx*1^c1?s%daX`G>f{)r2-F()~E&@0p~K0yqZQ
z1X`*UL>aD)s^Qx+Wn|mY{)mh@WFioxm*b)#WP#wl$Ck)6$B6W?)u=ZVDfkaALwP(J
zrv>_|u#<A^il(@Bx%wuCkY#u{mU=eeW{(5W;SA-4hEGFuJ;rw$kD1C<6LuXm@;^Te
zmx>D9*4IMY3ZTVj8T5lEqDAdN&*4thNHs(I&vEC}v@--)AvKeXAJn`Oqu#1NTIJ7q
ziJ>QOWb>OYQf>~=B=Z0GGk$9;2hm2H$TG%D&p~Qbr!(zTU5S@S=pYp*K#6BAhNZ`R
zqoGkpa*Zf2I)fp=T;nU>WrG;@R8>5-=$4L8>i^cO;JN3~^D`c?FZj-PLr1RqsYRx?
z&p6m;MRqI|`~J4)Dw8>Hf&;=f1z#O>3rjsLNu-BAW?AdXpHLQ+fy$HcWC-)4IEh_N
z`u*;s{(0mj0q4maH=Q9zYMXY_W%Y)xH4o8;PlO3}FCTV4)NH+jQZ#HxZpF>zNRmzh
zE6^5#F+{&6(*iy>=zXG}s=~py7VeFB6b$>DC2fBO*e^nyQBfI3IWmJK(Uxlo*s1pa
zhNaG4R^A}=o)yKRJ)&$3Z_1(-iy-soZ3-MANZ*ZHb~y`qE(-)upv6u%pzXv8n|@m4
zSaeI0wWN*R8!9s$G#6ue{5oD;9Q*1=xdfw+$eyWSMq;83s{9~#Jb~Y=ZEeU)zg8yC
z0arm^R~HS?0EPtXP(6bm&+gktG@h)Z0b{b-*&L1@k;lSk&hf0(e3lqiw(k8Z{gqYB
zHmbmqQVDQZC3c2=Xoy6ZKof#BnX~XA(ro~aXhOZcPZ_MIHGc~SP5}Y3yz137DsT<W
zCP{IM1$4cHAu#co5V)-$4agSlaz;^;-ib*fN2QWgGXht(Zq5wj8of)G!9kKVwGuAf
z#jfYMZ_fxB5k6sIB9IpkYt*d2LC`Pg!%O=kd=<rw6keK6IR2e~-)N}6X-48mJow!K
zLPBS$w&N%oVv#l?pDrTXa<PD*=l9xB(t~qpM)r;sguM$!EZmr3SBzVvRMuvGY|Br)
z@4st6n@*C6-O^KN{0_ObBSo4cZwr@>MopWgYC%aW4K-49VdP+7zuq`0DyLK1K_Gd+
zrPb0QO0zAdit@Az!5?Q?Ekoo5t-ZimPj~ZW6xAx@64swOYLoGv`l1DQSPP7(253Z!
zGNih7{9&J8=;nr*_yC(x3l@c4{Gi&7|J_fsn4h?i0ce_ET*X;Q6vZ*S*)eX%y29~w
zNBwJrg;8VQGur#?c~k9=L?Irjcgm_DDfR`{jdLgpgnQ?`Qe?`#$_=kqQLkDA_&C0D
zkdK_(lI&t6R*sOa&u$UmCZ+!sP$4(LuH^u0K&Dqz*<;4gR+_T&h?OJW-EiF4gyY=D
zJX&vxvCk=Rwv3mA#3Jx(dWcJ(pzUJ`-4FeUEqKytCOK=mug*ohOk*L`X68IXW5vxp
zY0S^xII~1msWg~B0HpI-1tLW;0&_?!`5fOZt8B{eTH0u2e>}3?aM8xLIz)Kkz(RQ^
zoSKo6<Xdn8;~1DC!#-XIjZ8D4^ZcrR;?0op5P2Coo1_;S)J3bs^`%;AlR>D?LHIbS
zN?9vrDodJW6f$LfqTeEo8TUP{HHd-<j+kkIKRFwT**$ggT%HvOF!81|0dC4!(%O$Q
z%gV%AEc{3+4ha;QV2!KsBZsg!7LA^<8ot;*H>*-|%Rqb}-)&4|QtIb?A%|d%byA-2
zx@L&5@PLL}5p`;RQXE;QwSWSAnN3?L{;`27?!C2_a{9L_!A@>t9fQnCe=dQW;AbO!
zv_uxwDLYMX!j;_m4U(nwgns?TP@P(VX`=#~ZQ`sTvmgxp)Cj&G9@Zi&4Ll2I!-JxW
zSd=$zRV;%DB#<L{8p!t?T!eVv{;p`(;4?wp*0_gU(xv#Z;E%Lr80AD$y7hRIjP+|v
zVA=5!6*H!O@4C&emVLs(I`4(c)I&al$Pz~E+8Fa=;boC%IgI5ptHQwN^+>|uEGP%`
zKUrSm9l84VW>}`=SvT7w98ZULn<CM{QEW-ZL?-EH3ZZeiL_!j=Xw-$U#_A_Zp|Qi%
zhj&@*DiSP3w>l+whepMhU?sr}2M|v%7~b*DZS^(noc91*ugD5cN%sg^HF1MP-h=W@
zR}p!5Mnr_4{itcFjq$D~*XXOQ@JMhTwe^p4(MFWKI2$_cSRUq6<eM?`_hgs82k;8v
z3qkm-X>=4}6umn!M$8*3qc%zDts3v|AUHoY36$fz{Y8zAJw7O>+t-katcA#7)EJDG
z!{eqW2+FWDawBkOz{ihIa0eRo;IPowr)v6ZHWI0lXo{ZemG$wT!tmMlq4-5-Qo=Hz
zHSb7ZWh@->+GJuXUf_-Wm`y5T$({zD%M~ubGRkG@M6#w!>=NQgKxlvZ&SG%G4~qn7
z@NkcRV2aEXrfQ=VczGKVAd>$>h{w#In>PJbPZY|dAUeY#bBRW)$zK^NvyUD!slZwZ
zpV^IzoIpE}lyLJ3?afg|CQCC(7H+(&rllL?D@YQDS5BA3^p-ZWK6aHAC`gz4uqvk<
z4q`Xo7mgUPm!ZjdbTP%ji8tFe(v3LM4CI?B*ciENg7OwPE6vkNY{uSCLKuAy-+ed4
zz69!yM|deVFZjEfzLP1Fr}pn>lZo!V-WCzLu5qT#hTZKMMoKk7m_+9yxS+RDPOqve
z>)O{V^EKah$n}tIDL4vLQ1;S9|Cy@0^vF|?G!?{Ti)WdrfycOfKE)}lzetMbs`43%
zr9?3yyQOvb)3DCu8o1m?!55HAU$H`-0I+i^=;y7*X0GvKL$D54^5R{{+ie|y^lOKj
z3!IFJBw79rt&u}q1QdftvplZEE_36oTa`H-LIG^JI?pY&cr5lSMr3lW`F^p6G}qu2
zs=H3{^U%e@51$H|v?p#QE7!p?Xl+@Td1Q9vyLiq0uCwJN_|F&p2pVw$<Bx=L<#3KQ
z=w9!x-=pJTr7~~o=hGWlc~*I(v1oAU26T8)mq^1wLuB^3bbLd;MWm=%^388O%ZMq<
zS!W#eHKXveQ#4CoTfBftlXq#bTdXZDvcBUpY|E9L9-!|G<=wOO7mmUwCw9J2uFnUe
zw?SH-$~m*{6qqXm#NU-P=HN^4n6%D*m8Wfb8Cu<^B=j>3Tk{tmCUi~31`Zsz34TsL
zlpui9Zn4#N&zXgfGdjS<6A2!ZF`F4ZLX2=F39Lg&6x_5PEtX_zzAWwvPoZ9d#NQk_
zeH@d-`nhuquS8y{;A1tC*6hXJ2JFKik&(?}G~J2ZH6QyYB8~#gif@I#s%-EYGo4AF
ztj?^JN^9M_*LSxH0zcv=nh*-&HCrqeGgkJ!tD5JLM4V-!#J1O08mj_9>K7ZT+qA!O
z5X9MpLIuqB<1kMn9#hrx4YfvEj&`hmAssQWrvON$NvFK=jeAo&P=%4tglIza{ZFcP
zLcOAgg^}DZ+>bFL7lLS<{q~UH+!2?`tbgoje8bYSsL?$PuSu`{TXw1(!KF!IsNI0$
zNfIItE>l#inT0J=1$ImF=_MBhixFw1vtnK%n-B}H;|inWRGfVGqwmu{^FpvNczvhe
z#7qCM9EzyzY~uW849{WTj5Vd2>(VHtSL5}}!)XOfccS#hhgPOht1Z`4ri55MsiBhi
zA7;4A<cA!@_Ko$mwJqj}PtiRYv>y6JIWm_a5wgHybOB8X&?8c7sv@JrG5aNmM{^mk
zQIgcjOp>lTCgDjtU5z1vI^iXyuMM=NV2E$oOcoI)x74O4j*2#%<-Ey^%C_c;fT|&T
zm^$gYBvpx=Iv4*qy_&Vn$nTG#1V?5pR&YeyuA{!BQc5s^D#*+kmD|F!H_$|bfm^}o
z0C_uH##@UabuJrjOi6INXc?Z~-|+=WLf+r!vH@roTg)0L>IJLCylm<WTH9S8t2JsL
z$XIfi#GWvSi!EcvdyI-}4&}$iL$_f)J41FIZ<wruj@8Y+AwgRS<GKfQtCZ%Xc0&UA
zu>*SLBrJ4o+)#$)&Xyzc;Pa+QJZGDjA4B@ijyxs!8;66>zt!9M-lI$g@XE0TP<>Q|
ze=N%_2=0+_kOd3DoL_|IK*FBSvFU_+$$Apzs$w$*s6OtEPMJ~T6vKl?a|4J`zs7k<
zQ<FBem4SN8a@->}<$Y-&xkX-4R@R0Oh-~Q@X(&>veZcp=@P!Nv%JrGl!E$Q-_YBld
zBaWuw@KwAn-JO+5XWonWV`cw<7<?!YbC1wO|Bu<T9s)&Qywe&FbfIX?1?s;#X*lDQ
ze{7&%(oh1B*tn7Ve|6H~&}kB|9Ap20AMbzqY7~d;?f>-EzWghgC<xB5fx<VIV*iLn
z3GNxD|7dd(|0?LTq}6!;ad{~Iae0(P)HwgK&I+K@x|xa?NdEDEu%L)kYe^nM=0EI6
z>mPQ6KbsN<weu4))XsIC=@d2Sv^FN_wBM+9DvD4$Ti~H~{$l?4|Jv6HA*6-)Y}783
zc|y*AF>BJ{Bu2%PB3CY(3{F0I`uzPz&VtI?(bcP#lIn|l07EhChpk4s?#A=~zJxKb
z{3jE4$%~*L1E@l^*B@X9DPn<aw|d#DuKrbIB7`g_LO1z*#8CI&9~`ol*2)3}GZp)8
z1Pc3qJS8nGhh_Wz`eY~lAs_nI#~_Z0lO?CLuMq8`GnG<}24@n}hm>?Cd}5#$y)V6;
zZt^nAvgots0&$1SVErX?5Z*=knJgoSm_Fld(^*dKj+H{~O8jhbv#-D)B)WwmYefS9
zElv#WW2COXC>6aki9Bx*O7|{8W1(cq%fdYNZ4NAr_1KuSGH22(t5Fu9#2%j}dr}j?
zF^6RRtLKqGsTKhZQ^YQgLu^~OT_81oIqQDnH!4u9XR$-pHv?OLt+XBr>J^dUeOh!c
zo21Xxu7UP`uuZKr00Vvj#I+_i3eM<7{!tNc86m<ADEvm;I4$_#Upt`&QD4@-wNUR<
z)AXw%513gbo)c;5uS-gF6+~@@>songWjHLV;6c;$s&?c8sXruC%^b4-IWIJQtO|~S
zH#7MTu=jd`RVSQ_;M4V+x0A$rp+?z_8J<jCb|e3rAI>@<58e+P06}}ufKg;7Xf5f1
zxs?-gNu&#iUE<0ZhE5B{p$GcV{ShP$5nzIxhd3EAhM%NYHER||y_P@kF<(AWxMH8c
zb`w$tYQWeyzV#GspsB03Mb`iul+(XY9Jeq(^~?jwohMSh{QJ3?A}nP9FpV@iv&TNi
zLP(!ImLvF73G!4RwwhmJs8pIAf8c@Edf#|mc!d}a!J8YT^dk6Bz!o_q9jXc%{L6Q9
zGV!e<kZ-qoaR#vOdw{(*<;OrWQ&s<g94uC#o8=D{=-1jo4t!)XZV@?aS3GJfT>0?{
z#7GI8acmOHZ)q1b^YZF5CQ^fdT(1;xRy+})H>0|ISON8yHqV1vPw?Kl&rkSdugkNj
zHCR$Dt6e)@gKz}l`_$j&oA1w=zq#Fk*7OVtmU&`}_qhM0f}_DJ#@b1f$!-B8CHF*J
z`~90Ye)NC;Ssc;Fn#?M!Y$n$@595IsxIlo>Ieo=ssxKOe@#C&5r8&^vnZq1Ww^`}p
zj<;fzSJFyG%FSn^6;perN@)ET(abSZ2aS$}#k!tBnek`vWAI9=J|aLx3*_|gID`5d
z0chZdFK?fPr-72{&;*Zjw{G+1X-jU4j>-+0*z1gLv&@7MK3jSU_=<=V3!aQZHAd%e
zn9A*%fFsSPGUI0T_db?4Hcp3i|C~h<u1W#iMmgr5N2=-J%nIMliWV~>sG6_+T(-ej
zC%yJMiF(Q)=i|z117B$YGmCz;@P0E3Im18@zrv{tIoBeQJ_>485e_srhuFMlpY<Xj
z!9(<n=TM}ys)9OQVnrt=gV?B36Jmad9Wr9JZwJ|b@atSqr_FdIGO!rAp8fs#NiJyi
z*G<%=T;Mun_ML-T_H)NnS^%0<8CWpj@1G!Dd3UCNKFy{KMhn=WXAMVu+CLSBnK=`l
zDA(i}`rfUUZhrF{A>{CHn-t*-M+(us<Do7|t!n!xEqk-4CG4_3jdL_4XN9p#Yxrlf
zk6Yz(6aR@p7$WFr0=6*@+_t@&^-UySB^}Q`pDpc3x)F4dP%r?Y4r^!yJ^1w^_*$`@
zzGp3N=y&R{#{A<9!^-qQ!;nJ}w~+N0Ef~3S&jodF6#o9hfAIk!1OXZ#5YUgY0*eKH
zdRxY`n%C<(qVQ?$v3XIaa6y+U>7U>O7W0+zf3w&BWim_-=nJ5GfdVH2jX_7jw2A-a
zBicBiL8w(hbMJrEdjJ2AK|}HXZb``QnG=o|{`iRI&+NxftgqQHQzjlemV7EGc4Kd5
z!p@v*Y^H|@gP}<c{15JQ*z+hqtb2_(e3yW=EukP(L1*d|nt;R+9sUAvB)$^G*F{vl
zU(6T!+_GmN+zRKt`ZHgMb6Q}J?DoD)_dz;P@hIzhdBR5$<`>X_IN66%A(`{pQ)H?n
zFdM858Uiv<SZef+>`UrjoiIRFr}7tUHVn?z{ZbrII661BDzBzE@(uh^ydwWL0i150
z!U9{(_FHy={^d!+!N_I$!Kg#92>SPz@&8DVm66Io51ns*f6j<!yW-oO^zKf!_MZmC
zyXVmzx^DX)(!;x^N8MJC{Ol1ydq?#9k~hibpe={{7s%8A#|}&70Xjpw2BT2rKV<>3
zKdx)^sx|j?Vq$^0#>#`oQQYMVFP`#>m1w5g+s@M9D#<iu_a4*oPdF|<zlDnE!9sjr
zowI&aAtiPU36kwE1VHHZxdLSvf})F6hT0R{!)ggY!*lgI!2LMIigmDo1I4GOe+<gp
zIsc6sxz78w{<kI$An7jHFx|l#=kTs&d9GfshFPx0v?kZ`55FA*g3@kU>+NY_dMQrH
z&zi1ifscExKSC)9<zG5T#XV{O@cix^Jh=0fDCS9e1s|>PfB8W}`q%3&-NVE2(sAbm
zX&~Uny;)+EWy3ePCCWez0Fj;bg^QHz=XW+>o9cg;uD_E8BR8rk10{7cCFG>L55E6|
zqg%_LBs!|g0r`f)!=hfZ_U_0XEmWUGUavQ{ORgkQ_@vcyi<Qxlxohnwc1JVsVJE=Z
z^BF<2zL6#)5a@CnA5~IBUiadS>Hhk=(xRqvaXj52N<)DAkBJwstj}zISrf-#{q5J=
zqsyVH+3GWb^J3HnwcoS=c9Covsa&8i=A#$7L*cnRPZr>BReoSEC|9xB3aMI~tm?9P
z+lkakY>-(cU@Y#r_07aeJ2Ydi84|S!OND0+l}ry{{ozC2<bc%VCk3#qShx4ff=_4d
z4M`nn=b%NZCk^8!=WnM?9~W3~ry&Xk5wbwm;g`gfFzq7y*gN_SY34@KNfMGpXJJTV
zh+wQ3>BcJ-Z15^;Iw3T`I~Qq6wq`{$2o>b6J%kT@xkbfPGT|e>b9`vr{q1C;aV+*)
z^uAqNwK)>k{98Hiku7#Q$lRLuro+%9reK7k(&{h)<Wo(Sko#3dIUBEXAl)>`$(4}3
zc}0@EHR~O#Kq@nExmdmiE^NJhrWrmsbkg-sgO5*UP|&vGL#yxg^u~#s-y+m$lyu5;
z$Jo3Ed{ema-?<!7B#jRSQ7m^Qo|s9Of)_*Q;n+RxZ6}7{F!5df>J^^C`jKufK)$w?
zBoLu?>*)=eP;u8`C8zAd9S|;>w-0F)75M{2UJVuxv+}N4J2FR%4V&k*DJ<Gm5HksQ
z81LR*6W@?ujcfNs2puH^WNqnz6AV%?!(btYj<NS%Y)A{>=Pa@K4`I5|xb7V=+<GKu
z0s2;}af`1rZxSs2b>*En>?^|k$SEw=92D3DOG(I^dqq3U-0o>TtT&U33FnBI<lJ0#
zxGG2!+Urnd9in7FC0m+4NPpQc3Dt@Q>9-7~fDM~Y*ly(5AajKsp2jX`=p78P;+zJC
zyxZn5(JWT`m~iq<CRFK05)#NsF$pYeQ21p~0?-dA2Eu!>1Cya?m+y8+qCwA~JlROg
zP$KDA9O#XB2RsJzA;}AQs`Nx;kv9+YJugP3efB2?AuR*=tf02oEx1(r4ytNtROR*U
zWe<^pjmWe4?Kj*9;jF)6jMxTx9~rT@CswyIl$)#NWVVVWAAq-z-yVF*9Za+E?zY1}
zNj;MC+o7x$FCZFPU6oThj|pjW&sapq9L;$^b^Y=Wkuqb8TO&)7_wd7trOM3?KP!2}
zgpw+=L8><NB^$nlZ8-i}6X_*-<<?-I!^mRCU_`YEHq2l_-L+xd40}*n6N3ONi9wLO
zR~kC=*?SJ54<i&*-h2A#!%)=rJAd%Dr_3UM#-I9-+p@?>m7H}id-1-{lz2~=yrJnh
zf4SEMQaQ0CH})*0mFwz_aYty!9D!b9hd7UQ&fvx6cFe9y1?h|L?KJPfA;>nY+P}ri
z-9hJ^FrSPkMT4{T!>W)!#}=voloRG;#L9LOvz~7*R;L~%KGuOa%_?i0{79b8yKd(#
zjqz|$d6B0;<&T9n*XkE4M{=*xr!(>oLnMpb7ZKEc3MEviFGA5LiXTaq3a6o`AI8~L
z#|#9uA_abx5hiUf@hIS;hafoN40J%Ej4}22_BjO=>I5(b`tDz-F`@u&;N4#Iv^m-|
zhcpt`pVGFnK`X_RHf%`K&K{I3#^f#BkOS8BO->}9N_QWJ50-sGd9i@w)gU2pd0z3p
z;-b}5`d7Y@K=yM3dYaj9+&^(;^z8e65{sg<yz0O6f!10$KNmswl6?@6MM-kaV5g*(
zUcyScr|3MS|1o@EmexU*>%am1wBBsWIKoDN_P&F7P&NPwg}M+!^U?E#n-{`?D2c*t
z=|0GW25~=DMmI035*hg(9{|@u_L6&Iw;D$<ht8mKM4LFR`-0NVh{H`&<4{W2EJe(J
zxkrSn=T`YwKF#*#-~w+{r@5G#9B*46R0|_cWF{@wpMiOfRx*p+N*1aVP?&7XhIY??
z=~hH1#;gXmVx<i-Bh)=SI}?W4mrNnx^xN%X+N`vn7WwY(;Y%^7ErXp0quT-A7>R#z
zju_#4Zrj))R6?A=6at60xh5|tXaCUNtsCp$!sj8GV^&y1ZZMT82C2tCVbTh*Nn)(%
zg=9snb<p)jvMMb5V|_x1=dFlb$(JSd;E>>1)L=O=kavzYw7!}D!pKG{eR}zDTAUX5
zr>44}!^Z$)ENi8j21c{o(%!By8?sI$?GOW>uFUI2k(xXYh{R<mpENV1+jWTL!aw&+
zn9OZmnS_Yj{{B8@QKosZ{hr$cEfmw%Mr59RRiNFo{cSm(cK~G5X`AA>E9Xc0#$7R<
zPnxEa09NFRIq`eYfVY^Xtu8ep>}HNw;N{LCGweyxp~LDBujctyRFs5`?mqRnNLM0$
z<F>NN<Yi(4K9>e3OpRT$pn@0~oE@k$(*)irHNKzyUBRSKnR(NtxIDr+!3&S^$?`7Z
zRT{UBf%{tAY+T%(rxZLp4A-c*loc1PEM!h%`|;~hUwCB1-+E>4?4fabhs7VcRut!o
zWpkKT0_~KPj5{aw3pA^*w;_R+lE;8ScL(JR0N?xcxzL&{-pb{+;>#a`<py@ljKm_=
zt8D4w>LowIgFWJH;;osaXQc(Bb5x^+;7h!5qP*XwL}z(YQA=S_a}}iDW0aN)bMvRN
znt<u!`sVx^e528e=Rcs)966m7sn#$L5GG<qtpfe$H+a5qlg4EsQQU#w=d&QClJ!_e
z=~=q}Og$QYlSXZD+s1l3S0rI6BAyP7NY^A~3+`ba!h0|#Le;_j<>go&lKT8iWW}H{
zmQCMQ!6snI`7UTVRLUt^mkllzfX~G?%CT6*AMkGAeV7WVEo<pCPAb?5rXIREV<*hh
z$6!OSIQ*WkcsB}bgVJaVAQh>gPZqew#xf$#j}2bu26*s-976+zD^##eqo;l$DtVt3
zw@11k_u6G;1YotuM3E-9pl7p<mSx*1H0WA*O(>{V$T%DOfXwnLm$0M=#S|Wml(WZ7
z?CLu4978E-|D=F7oQc1VW@Reea`2onhoO2jEEwJ&{bW=YPI@t3LMYVTR!~_D*Z-4z
z--)phJlQ%tg*f+gvMqgJ1YAdZukKpg(MFycXQ%-GJ{rD%pMnMRSI()!1Z>+ioQ8WI
z8Nt9EC{n&(&g{!d??+_;V)b;fiLIS-8Ee{dx-X(B67k9?LgOeEDHupzN2d$6f{f$^
zlVzFL!Q&l7R_BAxoc0w7I1pWTG9R5-?eaFKgDm<*%kT<19tLk@lCagv{_Z#u-syI(
z@+%JAtWNuV>0lN?(urCM&;Y$otb;9R&Y^YkvIWjMPu<GM%f#T+os7}y@jw&KRx?hL
z)nJ&4J<~f#*fL0v5eUBDKTV2yz4a#Ezh<Y6tB5IZl>2V#f*n;qt{{R{kHAsG4SdY;
zf&ZB?A<5(V)YPGflH)%F?cw==jhPetVre$&I$H}rbp4^+KBa!GKcTAg5vOBDZC==)
za4o-tuanA(sC^aj8SRX$nFTmTXpavbKY{BuWEbF9u6&;v3rVzN&@1}Bi)>zK?8r^-
zoijNlY;2{A7#-}N@<%tdL+-+arWt85)EmAAP$YcgPau1Shggh~I?7?XBhOZ}^QCMq
zg!Nna9~`k7jzifQ^Yoi}i+rIM6$-RkY#A@t2kH8qL>^DC*uJkj#75lh)ZDu5SP?5O
z%YU}4OU#m4{aeplXpeJk!oN@%Y9jZT2TyeazIhlFWt{bse#f#2dCm&Hl}&hWk4`F#
zL%Y2184E*(gtl-N`^#Z0RbShn14b<h`C;^n_dDerlH6JN01^oVoD&H`-m&JTiWnQ4
zwRaHaPOKj?ctaf~Bx;0SImiL~Th+~?!ec5v?pye+G(c;<%W%TDn6>(b^eI_Aw#;Qc
zDok~+^z%(DgIzps8201?#Zi}uW<gH3kVlJ4@+Nxx=rDtI`WR)x<4}#?!}w12x)8}$
zAMw(^3}v|5D9bAY@|%;D5t8pZH!kLd6Uh_3nR{kl)d@3R6Wo&J2pdnSNw7^~&^106
zTGq<1n|exMccNZF7{43E|JWPF%9K2Xu7ZGBn9;-_RZ~v!kElN@&ll*829AF^tZ9KK
zt`K)7A0QZPK(1DYtf;M8ZwSDaM58W?JK1}OZIYMF`+|Wl&4-Cv8d9Nv>an9M5{wOf
zVM_NIlRHnS9$5=62-bo$IRcuO^t~N%vrPY1P1)+6Fx2<A_i%&sO*Wp2#Ig02uEmru
zkVv9O{M@*wEREN~-kG|*_jMlec7*f(#p<lms;7h!$l|bb2`*C5M!FSeM50pz8ce(+
zBGW5B)iUC+@*0#bbsKT`WGOj!hWd#+I|;|o;#!((8eY=5nMd<I_X%n4X%O?>S<)Fl
zxu>sL{5VmE<WHXbX{U>i7}s2`hdq4QEJ*{fM{ud_2F&cw&QjXRXoXzKc`B_Zk@H<L
z#VzE7nN&KqKU+axe6-9fd;=MjBYIX16nnJmOOCHnfKBr3n6_-Vsypx1%^7t0zE4&a
zyYs^~2n`MBTCLWM3woTTKdKI=$m!FI=SGlo0|zS#3Ot<4`U6af5x@VaR=#Dd$T4zv
z_Q)+cm*tt@zbxZv)ic(_MW%{NK~Bdb(;9Rp_CGnI4a?5B%T_{n){g@CGPodOkY0)m
z3R2rh9$~yAwox>9;)Hggv*j3cu;HhS>Msh*sAxQ3sUnXjsVPLYkt2|_(iNbT6(Ub%
z?HJX6GcG}@4P-;`FsYxJCWstRR*bmF$GEAI16!`1!=jK}3-gY5eC8!dLS7Gn(fA`g
zyp=oinY=Q`*x5*5qsROvH6HCt#+4j__y-rJP8&X%J*+m4>JNF@FjY5}`J_G=Y$1T%
zc_q-Arp6+>w0DGZdeaX#R(7s|{1u|CV{~5nIza+h@}3&g^ggQ8tW7)%B!7Rk7vgvz
zYI=Iu2UxuG#Xc(v%H%l>p#d`iT{CU+tN+-kArK{KlH+zlng3rZLjan}@QO!M1N_5*
z{}24f@)p`CsO%+&m~Sv=%Y<{#yd<>S8t8j{BSyr!2h}N+w=7d8#40%`jP#;iGs+Oe
z-Mbz@^Y-gfNLIIxx|96nK9>8oU+dWQYm%)Z{j0HYBk{J>m&e=2-+%{;g0AZerY}Lh
zDfj`;Gp$hCe}AUbL6_f4;z`u{^mmHSNw#shM%fgmzon^TiyEoL+B9IC_O;g8y4}aN
zbj4QUNCU}zCPwQhH7L^bRRmiUvd<pyjz4C(Ce%wtrhg`zCFAMt!23*3Q!t3lQ8B&~
z<EG^4SO^hQ-FN;`jROMjyMSxFnX)uH>mfuhmA<=?ctS`aLJtudHK~}Qc2qjT5wJGh
z4#pXkWdcvHgM(UIe)rc@A_H7ncTiJ*NgXGhC0Ybxl|FWI^;#HT<s+4H$gqwrO?{@>
z*vh%$Jot`rK5{kYoL6Vu&<b$b8s<QRc6xDPIq{xbOeksFR<lvr!Gzy^wi1?k_c|Ee
z<AAIrzA4=b=eVrOc9z@O97C8!ZE4`O5C+YcI3DwBZNw$|m5DiFeJb~sag_yY$2N`Z
zLKb+7Gin2*nx!5NYVO}&L+Nlp7cYnBT_;@T&sTa|*I)dO_FI~pGcU;9;hoH}L7{Nv
z;!}68b><C1qXu|@U$kYDRR@1xHs&O2%XoRqJq}`;t%~#!ygd{KA!|K8(4rH;TqML)
z-18}uoauANH&a~Qq0MI2rd10P$=#J^pOxwXPGHg-z#|JOVDo#1CAJS=L+J4>nqjMJ
z|LY;<#(;#!pYlWhq$CCKzIXF{)1zJE)S3^9%Q)mHX;tFn+^I=5y+yKkS%V%Iu{KWC
znmgh0MphTRF)r`>=jM+Xm4C-Iry;no>!rU0*&^`sRK{6YkpIo`H^0}XnchA1z<WsD
zR?y8Q3D%p1|9xTa(;yw;&WjSXEHS<+^7U>)i0Z}uL2zu__igSsrR3b=%MG*uHsJZ-
zbWkb~O~v|*kudIYVLz(y_qUhlF_WmmKw)i+nUDER8_A`bV}IjHzDX8R-bMW$@I|ZV
z6ATYdMPWU(<)^yNxc{{i1Sfn1;9AoXW04WA9LEJ0XSSCb8aJCd+mW$TVzZX1QYBda
zV~i3esE58&OLh>y5M0EXJyeCHL6sYS${H!jVF@uOK*_u1<M^89$^_xos5FD0F48aU
z;It`tO=_6&aejE)9S5yEk!xN9VA*azQHo4>AZQP9q{pkeqVX+)xDT#-z7?N4W$Q_^
z(0H1PHH9a6^R(X0>eshD%)71sbS;T5LRS_T*6%Zl$ZI)SlvU@V<Oc(VF^bj!3U+_-
zl?ylGJQ8TVgy|?q@G-?^Puk}Cta=b|QR-OOVH5m_`J;Y;zRiIZv8E}yrKGxCZf~)Y
zU4QtJ2;L+hbtP9eAB)J9zHOQNa`gW-CDd(hmE#&D*#lf;?@HxGk7FQ~5CPl&!stuF
zp|(iW2{|~l`mU{Rja4;he)H-}PXd47vWFYNS?f2s9ZMYS?1Z;kK4*pftgOIdRIDt?
z^7PjFS)k5|!sIz|UTRjOIY^Bolz5Z0ix*H@#Lk+dLF_g<5KD`4!eN{ou|>Nk?i`A%
z@-;5{QQamEw;u)n*;Fr=RD`U1Tcnqd>RzsPe+~5F$u->3aX+1%&G#|TLsId6@odUA
zUp8gz+P$Mu#S+0k;AJz`Wk(fQ$Qt7O;RP}duh0@@0wb66mN@jhZ9#)4`Lj-v7x3x#
zVL;8(J?1;1i#jocS9=puKSs^S0b`gIGWoUN=Cz_5=6{z9ytTHErMT?BN`?g8m>2h|
z-P#U*tcU!Sy-Oi%OFX@hAxs)Q=T^;i{>1mQp_J@G;xeZP&F05NUw<`8%AMJ@?&-J>
ziFUI%<0#MUCqb0Y<g47Fc1AT`J}bun3-FgO?ceII#B7eDSw%OR;$U3~tTAZ?f-Rbj
zjWTZXQ!~s5QmOl2AM-TUP+uzkHoF;|uA-j+<o2sl%JRkua`mX9QvQ&5Ku#y{yu9V>
z;4wd;B4$a`la|YBLpG)=dt)XKo%<~_DrW`NaWT4@@Kns%zif0RMCtmxLmmC8P_FC*
zub*>CEr;g6-;8F2tgnC8Mw>0pJ~jTML53O<Zb6=Xq<&l?SW26kgyC_8|2SRB@wjm;
zC`pT_>4I9R8b&KWKzvl*@9!oZ1yPyGRvoO9Qx}Tx<-b_!$18M80reD@WxvGh(wd`y
zneFV6t2qDQ4>fEx4pFcbVYq1)lyGua=uREhm!$l(VZWqupqUE#t*20QR^?*x`b3vL
zUNRC|^@0rp$!`so2|oL~#i;oz<Kt=hG{v`PUi7@{Ye8ue^f7J5+kjBHFswo5vkXV$
z7?Engi`_(~uFaOVQ?ng!B-*cPCb<xRXGVz4hU4hxcot#pnp;Ibq4$|=AGQz~-KwfF
z7Y;;1F}RFrMc7MOvDaE+x&o!}vSxQq-p7<O%sIBJCuihUMufCf8v<=?L*7mEUw>&n
z*A4NQO260ikogQhWg3W;EDJ9kVlQ#NiE9D_)VK9@PB_ms2;<fg_-tZGCqEsp=9z7q
zNvX@kYl1~QAW0Ijz6N%nBUuT-&;k%-ZNzlBn^B9r%oIGT@Q9s)=4%QJuc%P*&3-dR
zzt2JtI{v(&N@J3Dm9<aiestCWQc>Ti7rmC^&Y&}N^sDizhBMHRC!jaN4xeFY|G?Sk
z-*tNypV)@4>B3QYgejC$sLUWlj!A<#xLa9gKa$aJ2h_BIRoH5n^U*v*fp>u0N6ca6
zM<<C<9qOgaHJ;T)FVEDMVEm*+N$Jini&{p-z?k5Scrmf+h6G^HzP;%VvVHn^Qq0vl
z4Oclmy|qx>dw(!>y)1^zG-A8>#9Q#Ql}qRoNs^jUodqm+kWYZ6W@NFkccIfx_7|;f
zr<dcG-2S_z>1pdW|L^CP$T{2}v>LU`&SH8i_cE_`PIcdfILuy3XtDFzlFw!*D2+0+
z+YwRa6{N%)TZc|)WJ~kTDYKF}Vd%MFRq|q)U&F_DV2#iXpQD0X_)RWG%fbhQ-pM@3
z%NH?Cm<T05kQXwG277U3CVLrUIR;~e4sDnOq*^3tJ3*}TGo(p0W;kvbm2<aTK%s=v
z0x{E*r)jg_esEf2&dM1e*vvALl0_;%m6UXBd|&sN44S_I#{x=bYqZsKSh`4?5cE6u
zw>#0C6evD|9u4irzL_C&9V(QE1sZhLim3M!6)FKK`G?={ATqPg$)_qtOR%ZP(Snj>
zHPef0#@Qa<pqunHd_fEmoUe>907AM**5W7)AM9qR4)~TSehp7!!376YTGtBFGv4re
z%MPIGREo~(0aB`)nY+HBOW&Fkyl}xlR(}p!F8CKT?NN2D@lGx2<iGrxpbOq*t89A}
z-qs-`HXL^~)Zti{La#h}^IQ%&`fdBjr^WA4Os@QqC^yDL1P)m7$<kK1fFNyr*2@Bz
z3fLzd(56ryZlKWoM3{^TXUYFG@KuSJg5_`NU!yK{1k_~YG7w^v^oHk389epI=O?J=
zo0{#Ce9qAN$bI_v)4&Cdh8MBk!cv8+Vr|=?I9_ej6aN>ZQ^2w!eovUuHfqp2eT%E{
z8uSEudE?1w@WSJbpCM*?xyMjF#z&1WHx?7>r^dUIbAL<|cXqBh>Ap-8<=>z@hITmC
zhBB)QR|Y`p2hJ*oC{*I@0kTPdRpYVwiyNV9i1%70m?}5*9{Cogy_#19uAaj+DT`yD
zj=HvU5uibV_VZSc%)L$*O>gf<Lv|G|4GN2+6TYU0nW_%Y)ycQBYDU6jv>T%U&xz)!
zLc}6c7Z58Pa6w%wXnou7<svHTOh4dq3B$W2u#1zl9J;ne2HpazLK<F@m0McgiGgAd
zmw$F(f>K|8<##V=QJ17(R4C~O-3SO@MyD)>`4)FT54HVZBW=h>@|skc`SaUrAPABu
z{4H*jG?*Ip_E3{nFczdT_w!nhtK_&%6$79_yaz<lu49^xT|}8rs-_(;$17@3+AX;<
zm64>gTf+IeC~X3-u19EE%V0fPhmwR}{7JcayU#jhfUt<^2F^Y5q8>EIu}vqk>oulE
znZP+{eYQV2uR`cOWX-+@Plu?)ga6D!p;|~9J*GG=n?08YU#XkTe&$ooaJ230ja>Xx
z5k<XeWRW!S-T}eBHAatCfN1_?G3(J>yS{GmL7GmqQ?3Zj2-i+-w6D3aK&Ub{r>}DD
zKK7R<%pe^$IK_UM#W<uJ_gKUgP{tVW!VubifjHA0MsQozT49T8wp`$Y10S#z@9-z_
zJURpn`@y-;ff5iM|9)uQ?S>9c*GN0xzMq(F=J}$UE&{4r@$<zEw$hforPAsg^hg!n
zYMydPK7mHRor5De2|3;8I?C^P2l)OA2R;(;Q*$@C7kArg0CC{rlk9yJd!768iBbvv
zR1fq(FQzLk93;}|2a4;FRLxezm;|=4vSei^Uq;6@M}{X%uZ$MNiQ2WT&ytY_uTT49
z(bGE<W?!p@V%TgMwsX%TQuM6zza1`hY2FI#*e0O+YGZ}=p16SA4yG1^Ql`RK>qcx*
z)*~M}<_Ii0h*1@#f6$5c?z6nQK3cwb)rid1a)pUvEnQ6JX=^i)`nUU|VJqTg<$A6f
zv4p$1y4KD6WXwGGHWwKaROYPO9vOG%_O)x~s{MFPf<ZCRugkn?vl>D7KKVYa)Yt;|
zg>Jf{EX~=&Iq#@ClmAAgciT#rJ5xXsfRjucpqxfA$MHG3aO9kH&%*c0*4o`4cH^%!
z<mZ0f24DT-%+&GNQlb_>?<J701|-|I#rGq~<%NT?v#xfo?qS9Mq+m+Y!A@P!NMifJ
z>xJnS$zMyruwu-eIKW-=6Kvt6TX6_sf0use;nWJl*h98$oi^+zw_hI6Xmp=aS~1<G
zS|*I(u~IRSYqHO-8BTG>8BPGfD>wJ#*)&(GnY*~fN9EnuP8)R)zz{%70AKPnz*psc
z4cWMyzx0+HpU{DPPzYQ6`a#IJVPvM*GTpCg{rCM+TDS+ngFdJgp*}9&=%v)D6IB|A
zM=!^CK!tKBzxd8@s%)}l?R>u~lvQ4JS(3jtdb%aIfwBxf;wnGSW{~7>&h{T}>3KR2
z(+cKb>H$OZgL*SOEBuq+#V_+sB05e+q>z3T!xFm*B{;=|4<8xoM76tR_v57>_XR`1
zE72E9v1gFPMY3C#Z>M@cwNjJ!aqmw1E6xs$E+FeNE|?Na0b-Mk)kNKAG!Cn)GXTh<
zyI1st$)RGm=z>bFo@NzNM?$yj6B@0q=rXOENXH@7@mN&6P|N-eOAGYk_V~Mndn~}q
z-T7x=gEXY$wfGE15;A&?3bPSE>96(X-_Sj-Vf1*}eXFtHe7sEiLF$*3w^;LzDTJfC
zSZM(`go%+i4ZQexecPUzYBh7WZb@yNUtZ}63xNN!Al`5O0UZY|%8`P2-y874RMC>C
zp-qQYZM)t?l<zmUHKE<i6e%+tIbXS_I5MCwBfBxU(pp_qg$Lu=96yq(N&hb1+u$))
zuEaLA$F4-!p$2zUo$2Moh?{8)J^5!N<}Xll=TXWhOh`h4H@dupmj*$$)3**~kL%W(
ziu|wV@qxth<5dV3{XRvT0{0^Mo*R)ui@Ih5ODJ2q`UV*$I(YMk&9j{%6j130)+qQ@
z)(=n@`Bm9$2#Rs%&2Lf%=kYCh!HVS#?$MpBdBx*(4k{^XM<m$e5N@-1X`7b)Nsv9e
zCJJ!?n-K>kKc_^rLxqFcyDmoELik$2oev^~#;^mag?dNj1rkzXk`f}K#4g7QBY#(M
zDaBrFup(nA<9`R>?Nxl-6*7H{1s`^0@^OY=59-YSLd2xFt72F8*b&kr;!{#;fw6bj
zGQW<1X49)G9#m8d#)b-2zNNGoepR0}?DTIZr2RO_oQ0TY^nPgP{u3{1?3#%-=ZHBC
zwd{@|iy2pOI-8HmUc0;Qx3li$1)rqO+#=&2SrcZt;0d;U=MK}kp+MDE?!%2mMDg9<
zd>KoAqnmMsbTyz_t|yc6{kLrRA7wi^|HIx}N7b=yjh?u>gb>^z1b26Lmjny$?j9V1
zyC)Fb9fG^NySux?+sQfi-gCRpH@fe8@9WXsWAn#m@2XWxYSnMaoU`VvSMqG$>7jd<
z|5+u*Mny&~hl}OR+gks=^Oa9UDJOcef@yN-Yv*V<U5?pPGtUR}S1H^ir?tvHsO1;5
zZaVe56r5I<Z=n?_oQoUq5sP?baJAFhU+E9?j&u{BBj?0)zz*;T9tT-;icd$;q6ed&
z8RfLBH?h!^TZj1LYvOPzIm&}^DFqx+#hQ=o`+Z};*?N4@l&!zkkgdmnlR>|U1}Dp>
z-N;Y$q~(yeTkBz$|8fvsQA_&C?%P%yvE4U_X%XD(%26_CNu;H>(30}a3^NJ-Qb=*Q
z>cU8I-+l&XYu_|%@%Q`UZ1Tevvh^&)*!(IZtPfBImhIFaZz7-qHh8#q1huK1Z{Q5A
z4D2234D~F3eY5^-2FJ+AKuAyc>l-UQGaKta4>K_Sd6=7<kWSjr%Gkk#kdc82a8Qwu
zPTAGQkdRJY?z5Spz5^khlH+HG-$x`Y^^5^0)JzQksX6Fb2<gNPO^r<)2pL%D>EY-k
ztQ-vOY^*Kx91IB^>>L3pg{&>C?UZcv^bH9aSpUddNk-4!oRE=`{g0o5rVjS<hIT^M
zmNwQ_hE@)Q?1XfprWSyV;OInu<s@vVZ*5>m$jb}&XTw}TkH<g}K|nw{zTL`MB15B6
zBD|&7ZSw&IhXQ^9-UQ&20Hgp&0gwV91waab6aXmzQUIg?NCA)nAO%1QfD`~J08#*?
z07wCl0w4uI3V;*<DF9LcqyR_(kOCkDKnj2q04V@c0Hgp&0gwV91waab6aXmzQUIg?
zNCA)nAO%1QfD`~J08#*?07wCl0w4uI3V;*<DF9LcqyR_(kOCkDKnj2q04V@c0Homm
zM-;q*gHz0afc}kRncvQ0emRz5U}Ixv_?KfD`oD85^UDd%|6Rv2jEt=Rax6p7O!!y7
zGI0M_er1?`6%Q!szxFEw@GtW(zcO(D=2s>i+C{ZHrME2WvzoGlW!UY3)|9#aw7F2j
zA!hvb`<a?kx8tI$((46P2!S8jit)sR#LaME#4vFFQBf!{QTXEGL_EG2XiGXt^a%C?
z&MjUop0fBELAOK67b8QjsZ5u(_s49fqd1^yk!>f-jatK*y=iP<t<O8(r-XbT#oB}l
z9(VgT$Ak)kKyM>`f)sB@qkF#xDI$ZP5P%}*oMe(j3L)p<LoM-v;Y%*_iM`m(O;uVO
zeCn4$SJHVT^3H4x&`MqvDxl6Iv&pri#woqGJ3Mu>MtQAGIDu`VosGMaKS(Kn0VO$f
zp32~*6cEJNSfnu|%4b_paiI*qLGUkrCQDZ7y<W{1yb9*E{V3T~!)!ouq=K;pGbB@F
zvdShKKzYTdYJps-nTT;aqnIcyOm6`)o{fOgZ1zb~=<+qPGuGG=4T1BMf|G{R^f&>*
z#dl*&p3>Ext4cSuGb}iAK!zCEZ)-SNv5tAqV_lAgMmKkHLf5H0)t=XM!cuO#pF$75
zGn>J{|6I>n$o0lgF!A3DM_2rKbG%qxb@H{nWcL|zKVE<ha~qC3PSh0)%o2b6S%*9a
zn`odR1M;Rf?I0GZxI)M3Jz_O#UEHPoK|=CbY~-!i5)qNx$yk>YK@HwnW=iIzkm@u8
zv{NCLM}qR~)Q0hL>EOxtDMzIZpYJU9EXNPk?H9KstU9c2Vf;tYo|`C}1m65+ZXFco
z#YIR5_U><xbF4Cnz`Yw&HD9(bNkOF`<S7rgvmVOyl{k@>Nb!+hO*+%6;e_^+q|fBv
z*-ze-UX<)Mdas-fqvZtQ$*;x=)+QaMV0Pk5mWcMG?_+OYD{?Lv9wqp;9>t-kgdFx-
zFE65TfGP_(Zsv!R-H!G(-4vA^g$nUH;7bbe{?IEqTRCNfc*j9YGg|tR_gqPinK>4G
z#r9_AT1QEJatv41sPG`Qw<pmlHSYbWRW+}LmO>xSwfwsaB1D~lLwK`!OE~G5*(Hm!
zZ|h3jl}ebq1>VIlvtpTK&9k?zigRQOhOtjWU(ycfpP0Xh?H|ooy{@g%v9PdsOxEeP
zgDJhCtzY}n(IHr}ytA`2NZUBX+$s%7l&3nd+MAG&KwZ|PsA@v0TCBcqozBxTPkv@2
z-5Rd3eVt3}iMAcxx;pB%`fNF##8+B=(t@2VZa7T<)8Rks-8WibL0N42DPE0<!B#DE
z8uGQ7@|MrYXoZ)h`EjcnUulvcHMWMGg#TIajIty@pZ#VI5a;*s^tf)7)rmuy>UPOK
z()4jw%Q?Lwq}ly8!(}5R_uh~ggz3!{HDp|d+d)C4AW1vjU>V#d{Na}1!$8avm4xAY
zSyE4nR@U?vQ*btwqxnNM^qXYwd2RTuDex4NxXs1Rs>(T7=eJ|z+EGI$U8}p>b8LFo
ztS)himqN%q25FEq+iCVAp!lj55V6{-s!mtqV&=mkz0o9M@600<;&_><rKCCYC}gSC
zypyx^_}y_UcnuyqyRw#@r5By%e1`*PqB?tJJK0EfSY(4@<D$Mf^v96p5{{$w@A#8>
zUw*~s(KHw5uC-om`SGJm{o{u$2QkOZXlUL_lf=1i3;LTI(f#@I;hwi_WUYng=N$8P
zh;`P=?(l_ro6|Y>Rf^PS_OOAeQQxWy3igkxMp*+wQ|`_>ksrAvWiOnM7gQ`oCY+ZY
z6HU+6h4;mZ;2@yx)+#G`IQYc;{2#>ek8WfhPq<N++k^NpO?qC<s4bt8Xv%jHWP~-t
z236?$lr<1xB@50<>Q-XT%84VmPS{y1%nsWp=jZ2x@SKuN!<dYQ=u7x^<U@TY2}G+y
zPRbt5s4p_nA5zs1C1930EK^N;@yNkS?)T#hEBR-Z0*6*`XrG7+7Q2+|1u3XkE4N;*
z51Ey#smR<_cT~%kwGUb2a)10t5)_fbWwT1_tguTek;~-OMBg~yij`Zb>RsBV*pVNo
z5FyrE%AF`flibdZ=EsE)PXT{kvM#e~a(7D=pHX+s(+jbtU3?h{Jywh4GEnol6SGZ1
zw}}!fq>Hq6sV^twN)vmu_^v5sx?NaQ$_V*2#ibLGZSHb&cG2_k#_?oHqeN#yj`#kD
ziV8!JqCYnn{W0H)dW$h#SQ089Bjh^rf=8&j<LZ07kNXwpWE6<>8ab#7ua*m}PpZ6&
z@*mV3=d-BVe?Dy7x~f{<r{W97dA;24qLHdX=<I&|ir}4GJ<#g)>{b-0TKdUU<$bL@
zoC~LS^oOXk(^ZSXA`9JhMo6fT<43D5W#o;Y=O0UcTBnSlEqL1ftkC=blBp9HMslzh
zPBsVqj>&||B7}~h3KAOh2TCp?WWrm)H~^lS68_2`nqOZYeJjj9Oc$xq)fh=QA56iH
zH#4+~htR|kzfU9{U^pksEM-w!GB<H`Zy;F7W>OrGdsfDBBt8{v^tV_~-D33hD1kjj
zt@+RqRR86t&0U#4N{;T@iu-B2d<F3lkpU!)zMH=OCbn^!-a=?I6j7~wD8AU5uQlaG
z8g(yzCDGJ3Vtg)-pQf``Vp*m);c|3+(XC(#X{V3bRaGX3c}r%v3Noqk==0zRFFC;_
z!L|{C@o1WHBbj`w7_6F~K?Vf$y|HLN<*QKR&nuHsP~cn+#?1-tSHUm(%YHC18BGtS
zg?_G7a+(PgUsR!UEI@Pgeql6Rj#wxTg&NX4>b}!W#bYEd=5MYqg<Vl}P9{*Zbg{X6
zUrlLgV#5A>H7V1cP0ssrw}~`g)qk_*hg|3=`4CE7T29qnG$%+UMg;o3b#&0_qTzMZ
zSOU@AGqcz@Pt~NBnA;0g?Q2QjBek=55Jrf0Jb$ZAfBu%(t^p4{N!2BmguxpZ(FUE_
zy++f=c?M4$&A5p!z-UPfsxOje(*Zj@J)Qf+E?rz$SjmY0mfNM=lZ?TCB6r7gA|+0S
z$_^isW^AHNIQJ0&A>azrwz-zvo_0}tnw_q>Lsa^G>e#@*6;4lHpd^3cux_8iPt!?q
zYMa7+bPCxi_VYvA4u4oP%NVQKQY`@iUr!YVe?{JGG;n)GYG&yS4pM<CIzz*%+m_YI
zsW17GGqAp~7<Z#Z7DxA%fwclERr6yo;uUU!;wqCSuAgf%Q8TTDA`}gh=DH>3)KQmz
zI$rjt$^@obx6D`X0G2h2acE_qVR9%rA-UCC<}3^4K^2mE3aG~TyK^6N9A)xLr-;SF
z<w4~Kw3Bn*pfZ<ShVj2|B+mP}(hk)bNKH{D7@_zMkI^8Q%73b>6Pb^jf}$5TsE7Oh
z{$32%)?YLAN9)UjxxN<-S)hDquEaMm4Kh{x_nIhG*{~`~a|8*;^ITiAS=2oi>+IRr
z??O~}!FfHiFy0KFa~+n~D^Z_IRGmJrX2P{OCGnoTTijs4rR+Yt%g>I8>8l`iyFIZS
zh#Bny>|l~+T%XQ+s{qmYxB=zRRQSjwGJKqha{EwHk7bHFG-e?y{sB|Rl133CkU-r>
z9HMeoM3PVUSoTpVW(e7L`Fhj7%6p^;R{8qCUh|02A3Uepxfjnl2~0w!D{4jb#;Ti{
zD^!ZES-C`P0?D!zaKFlEO((-8x9j<lW-?ql3n;&MS?STfSB}2(+z}|c^G|Qgd1SJl
zABd2noaTMjR5{q37ecSNr(^gqB8?JUVrfxOY;A>LZ_`Tu9mAaz79Z#H^})2NNwuV$
zv~+c$&G|;RYR=TvTS2M?Tul0y9@>)`svrvx7cwkS3qewga$z2kaq4GN1I8U<-s5v&
zAuP}6p^dMf;F;|rgd!sc-@{FEwaf=Tz7M-Rf8Nv><(OPoh<U@RM`e#i9yc>Pn`t*d
zrD_wi&&o>lzEt_)dR8Z~TLp{<!>H6umYOqA{vp%8ii}YO%pxBL<QkLN%wgOaEGe^C
zJrZQRbj0bqNqz9bt(GK5gjZi8fA)<34GdoZO9a%anc~r8r@!JmPrwkVf{{Eyk?x?V
zrIpSTbnp?x$k6KfVvw$g!*cJfV8IpfxV+wF-vCt;J41qM%_SahxEhv9>bvrGeN2_~
zL`%jh@3tg@MZr{1<QJ7Yc{Ba;AH+@raa1Gj6&CZ1HN}#>-Q66;6oK+)H3<uCJL%6W
z!yeyQ6bfZfy>)z@y5NOoG0%m{u|_%5P&4N{f)vvz>6*?2F~xJQXzG?WVkMG6rwdKV
zn7axjjjAXBy*WxdMV5uTZrO63mf<wRj5>SuWfUoJ`y9(Z_a60y1WsQ^k~=iYMR|TS
z`i9kmGUxlt^JD54Ng3gf{!dDq16LKbwKD@k*kPWN#JM2=T4g!k8S(FTSjG!xMDp)H
zp{A<L-tmP?u6$~G93AkK)3o&_uzm7yl~}1PE|k|;P8|sz?JCcj5`8KKtI=uo;=L#B
zoGMV7R*Zq#)zHw8HA8U)R8sU3ZG>vhWeoM|`t9H}D=WI`ZY&Fzts@qNGiJ3cJ?v4q
z$X#x>xQKv{E!D$hLBFBDpAByZ(I~cRTn7z-11tsgms6HS@Jy}7=bJ?t^Rrng0F#_#
z1;h2q8{ye-W=hxv2*;$HlB_{bB>BP3CF#Y&C<dbET>|~;p+e0GeV)<06qFv=9pQ>a
zkn)|2Wvwq}tG!uS#MC8wNeuc&gJ#zHFgbj?vwLF)&7j#_HDXM42_#mZSMN49KFQpb
z#m7hHm!2eN_~tb^jb{w$lJcr!mqsa>=@jqTWXC;}u*SZZ&vZZGphgmTDA((pdWs=u
zhNzJFGv72n{~o0dD4&uMuD3)GI24}}f?KET-2%@$X{02+EYO4K*4bRnk~7>-TNoqB
z*4utQ(6_H#)ok%xNT~ElSFCAAK4Ms+44@XiMN?K44no2!#*Gzeg;_Gtyg6w+y{X#-
z^x99+dJ0&47}9(*Z(A9~)rHA=3Up~S$Gj=Uf_qT<1X4QB%%G69k%hj@&1tKB2MGDl
zcT*U;nj3YiUPVmKYuLu#MPn#cM#G#@gZr-)0g4;+;va}i<#?_lcCfIx1gYeEUm(=v
zmH5bObMuRqJi;^pIY{*1?`D?iP2A08iy>2|H9wv-_B{Rg=3k@ZD?|MiFu~^}QXcb?
zX&pwR#}T8qMOk0$XsI4NRt1rYc27tgh7IdO$V(o+-B0e2mf^nWBas<C0=;+LP0!nj
zyJ8yU)}Lf4QmY7<5W$W|%ZZJ3GEJ`(qnbTH<&Pm&mp6a>s6o-|nkh@EnH}x@6+trE
z`18$&aYGRVT=p?`FjkyE5b45vKEP@~3zt!mKR^z*=jPz<8_%p$37R_!`<QJf$vvu~
zL@GK4Xji|UdFVHv4Rz^&X(5em*0-FDlmVToRzLgU(iop(q-Yu5b7p!ym?jI5sq2E%
z%LT*&W@ZF?eUkjmqik7bV_cP!DO-84z~S`38Y)qSQYDh0&DNoxaO?~_YSgyHDyr}z
zz7cOFdm{<TJ`aV?d=)JRA*D?=HDWFD4ab`6c{5lon>?2zmDu(^F-Pz%yxZD~3%S`G
z*{2v4Ii3&qu*{N^?8FskEw#)#Tv=6wiSKPmZ;mX91d;G>)qkM$aCm4t+A)72B@R^l
zlp2CSrKc;>bTuJm7HKq+W*TpQsQM~MR4|?4v|y?_9qKTpXZ8YO;sqZ(YoV#})1jc#
zjA=mAPXuO^D}uwiYz_%SK_~Q-D}r<aKBG?d#J(%oZDL2OPFfay$92jl##~5%Ms^HI
zBh;og_<Nie4`5%!T1BqyOCTuMCqSrJY8p+rxq=SaSFM>Gj9IirL=P5gQ4|cC6|YjH
z%29?b=iwl|r4#>A$OU?c&)=QOh(gqr3!W-LYDxD?0U!DEr%vH0?dw7@ZppTL^vlYC
zUINU|xf3s&>{&6DN{%BcU3Q{qIfIFGiS*?}^;g0UnP(>X3DWjRc$~~hL_eP{24#xk
zL;MYyPNJU8DsppsBzveeCB(&TwAYiu$)s*qZvuwUn`GpudbN<a&>L<l;EWPx<-{pP
zj#h1T4+AzA_*6H=jEv9s^AysAyR;LzO^W9>V#H0T5FqDUtf<X->>Cc~Vko!gHtbRL
zp-!7FWf_E*mI?K;(fW$N-frHp6xOY{6={B_vV0f2>PnrQoSZv7ARKfPnk90A^)Yp|
zcA!GsPI)&rJaDh&l(F6$SA*x)PrW}yxgKq=MYq)vJwjo!E>52=MY-vt6I{L$PVOvY
zH<>W0f@I>V>n<LLj4H$-MJ<^@%ge)|%;l2PqNPB@ijo|Up=MP|z0>i6u4aWT^*77}
z4M+XWA4Cw67F-qVh7FIrRd8e&r3CN6@Fq-Br11nHk?XloS%+cyqKDA+;&O9x=DndI
zW$(UKz0ugd8ieh3pifUSMrWR@F76cm`R%iI_Bok@dgRc|SQGMMBoh>w4c%K&H>C6=
z>F<LJ=8l+Cef6rg2^Ldi!u|@9Wo6AbnwA4!BfEwl0lUBO{U0c>;WRo?*~XYEik9cT
z(D*R9@sFpiIwdmM)=lT4-qaLhlrx0M+lX_dm)&dunXz3s<ke72?NS(i)FjC4%tSYA
zxngW&7nFD`W^t^Bxsj?76Op_RCTAo)5gmE72ppDeex0*R+6dPj@N{>J@LgivH8M#7
zHb{0~M2omBxS~H3S#8sbA9tij+jhU@)6YDmvtAz|I1`2#Qg?N|XXwS%50$0}8R`Cd
zgPXN`F^?Pld_-O0#^w3o@HjvrmtmnYL!KTSAsZpC)stIYC0aS>RB6nA0ueI~^9{bO
zuVJxEb(7iybnf}*G2I2FA;ewMf?U@0B4G5I)H8v}+<XFTR5WUcCmS|q%4|Th6xgdH
zIfJujBJg~ZT68uCkCBQfviR1GvP8!Wk5v+NNOJ_|g>94*WO&cJK9CKK=uqUH?+FGo
z7AgqrXNiQ7qCF97dtR$#p4lf6@$f9~iV>{fyKbR+mq4y~T*^Gk5;fZN{YXG;h@Ey$
z8^og5-Km695Jqf`)M#;f4So+;-rMZzE6WdbBO0eWCOj*@TeaJYjEqEHr{`=a0%NVG
zUs#X#hVfr@*+eAS)eMb2i_cwV{<#Z3R@tL^gf%;;D9jq`;$=SXl$O0s0>LKPm&PC<
z44LzF$h@pMcQ}2tH;k@@UEDK@mE=Pnl5^i~hWp76iP$4H9P^pthMg31kDHCGFxm~V
zLfehAX!u^px$=$2%p6N*syw8nANPYr<pykF^)IXBc-8l<9#?Oezl%;63b7Jr(r8j{
zzeCMLFEq5-t3924%h@0yQ|TLp-e|7c;dnTs$B+v6i;L@Gxn0r?*poJ@BASbS$Z45<
zxag^5HK@$5^i}RW;bCV|GT{?JRR-Z#;7=h$J5ruUc=Ea<(gYa}kTf4ui5wTC^7C;_
z8}>IVn-lsH8ikA(c8M;>{k;aWr5Bm^jxdQ<T!))BD+m9}asDk$gu1tQy&dsk25<gw
z6><sBJ!+Jle<G;I3nNtu?TuHs5QYM$$DPftOIz?lnHR_CkaJpkp1myCNQgvI?Alw_
zG`^~Dj&&iPEeLY&eJDKA9!qJb2JGx(*_ZW=iFHtsM7})-bT=@LZwq56Xny)+VR&I6
zEZ9fqr@9OI4GpDj&ICru=61&-hxHwZ=c#kaY}i|C>n`C?hp#y`oFN`zaT#|}7e{oA
zHq&_b(=Owh0(Cs1s5uBCqZvHuguYBjKYhxP@G`v&?szTl(rt>i*AvD2!q!GT)x**H
zK|@R=(j%OPa`@AC40?NNu3s8gaQyY&XH)#R{-IwIx=ML5QI2E^Lmf#gxjU4cJzTKA
z>3O@1)j_+c98jKqTB(vxptN#?K0dps!)Ds~)g^!p{R?@^&PE3LNp7OZ7`88)cEz#5
z@Rp{iHjy8(5ihwbPj2ms?iZr!zSj3;?_N<`t_8)Xd&_yErhi5S(@KszJ0H!Bdu6%8
zCy{VC6ciLdR3h1F9WT@zHo0DYSqh#wL_J*O7W2Uc%Wo?5i$G9ci=}+gdNxe;M)bus
zB!)Md2IVmG&`X~x-Iy`fZ^G*T?lh<Bpa2&OkRSEgAH5zy#v{2OShI>6oh&ts@;-jx
zl}A!j`y>uxyxQW~-q1R%vE7>&LN7BJ^YPWRhbYZ&i(2+7E3h!oF9cQunkLOvik(Vf
zG?GI=tIV|9>~11EV&cq^#-Bw^RTa(0bD`SQ4+^m(3I|JYY*436ySW@%cTs|nu;s|5
zDX?6j>^%oS$i6M_;&1*-E^nUKqc0r+5Xp03;IA*Bp2;696r8_}C0YBfj1(YN?*zde
z_tVLYyJri=g)&}f9kmn>Ah0h@e;3K{|712GlCQ`MBz~X&PFeHMC;&{%{|W-|+X??K
z70zFS05Ed=2fCX7a}a>PxcsLRHgq!8Hx#qebNx3Z&Y!^n{-;zl^IBz?SLuOzBCe=~
z79IIGOlHf0xhmDLlW^&*Dg^~4bG8^?iBVncTVBQ97S~J;wcFR8W*>S#NV&vNH&o4N
zb6;OgQpj>&9`(oO$)<B2qY}!)a2FhJRgLo6Z*)z{@m+7aPprox$fbLoG*s<!gF(FW
ztr|_|c>d9C{GzdejF-V_f3tMCi;P6;0s(^o2ED7}^0G9~l=o8BMZoECvILJs+j4iY
zzD^bi;=75(&h4?^9R^L8_E^!?>dnS;{-ZM!?~})UyqeDI{rGq)J}6i(jg7<A<*bh9
z_IB8=_svp)@$32aRdTHH2ws!ReoeN{(?JRKDWEXi*0%UMFW39MX{lGIm!;%bxfkiD
zb&~Ub=nZ%*x@NEYV;!C6WB1w8*AWu_H5bTI9rx2ZHSgz{?O8f4kM&G~5DK|WE|>e7
zLA9672ZEK?wVrT3S3tgHZQ(csO|OsUYO5_z3sTU#vY8$`r>_CF7ekj=I<A)`MX&em
zVg%lHmy@l3q|amHyT8l6^>)54$yTG~eVufkq*#^K@wmo1)qY(YW#fB%nmMN90fUH8
zTe~S4<!ij(y)A2YzhBkyxLCgG<wKK8=XsqtZ2kEV6v_Mibff0n(r}1MXww9?x^#bV
z<GuQ{cdO=ozaX_c`f}E|A4^~^o5|yHA71Bu+1u)Ivz^|!y7Kr(D^EP#Z%2+_AMPSs
zT@QEZ2-0|-BT+{2aPhTVPyOUt?jBB>ACd9hemB$a@%F^)`d(+%`}CL%Df3D5QYjb<
zDRQO3X>+H9Yjwr@Zm&Yjr|le$+s)+_uphnK>NHndVQ)I4Bhq%eTsCLpZGIkZhK|Jd
zKK)(UNCKXE=iQlM<g#XahyB+8muETe$BPqZWCHJ3zF%ESefGQ=wCZX9IEgbG;L<eq
z;s_?iA1u`y&QD6%1+#$QOGen0vnfi5hVmK0GO!H|Wn;pY1O*m`;R~yfE-Z}gem!b1
zg#TNCRHAYS|9Xcd7-2BMuiu7I)WHNlaautTgA$338Nqx2C8EV+1B>=SAu(ZsNbo^P
zjKJ{~=MP4$#s(G#yqUm91qcFgQ~{2ez!?EJy#f~xz@-szoe5k;1NR8P4Hs}b3EV6L
zB@aNk3Q%eU6u|)nj6m@zP!<i8v;*}BK&1>&<pfly0kxAr-78SD3{=wtjSzq)7C?Iy
zpfwKA)(B`x1+=94Z?~ip4W6~~aC=O3N5<!QS@~_niO=U|b2?IzN}%n&yEhSFpO?vV
zeg$~J#PMM%pflUKbh+O3aHQ^*fY<Hl51T~%mDig?I^O%Ug?KikSF$d@&TQ&a&$E6k
zoz-UN*LI;_cBz;yHm@toWxTJ4kEhMgJ?rgqnZd8{p(>upe`7oR+aUP2qZbASdbWQ$
zdim{X<^O0r%=EwH=;dFw!*Kt5Y=;T|&ArP+1t<t1LTC9afe{Ub3rlyg#zb)P_UVUK
z>s<I%iV=FDSFmTrR#cXus5ck8*bm|PdV$qZe4}I5!iY>i0-jt0y-3WGh-kJ(nXYgY
zIuT5XyfeP92EQ{Bhrho>cov<a7t-v@G~Q#&3dEieeBl=Qe`8ip;GOVE;f^bR)6c*A
z?pKF0vi-}Q4<qB>xbtCT`VUORS^wqDhnby_?!UQ@6K0(@#8Cq0Au*!*$YJOul5l01
z+kM($q^s$5M<4n6lxy02AclrAnir~G10qqbcHz7o>tt_rrgU1TN{YQ3?jE5NsqU^<
zDW4Ie3D)Rp5GrvK-XTD3BDT-E@#t2=K<d&fV#qMD2~T1eGJ^>D`9NHiXXwe`_FnE#
zZ@5M<RWR%2qrmwXaa461IkTs!ZQ0COzG3Q}c-zAP1_MQ6xlwY%Ro6>>=kWr6aSu_}
zyIuX!g+CvL6e4uHM79nECXhry;j1ZW=(srhTa+av>QP0gXAJ~#ACwPBk$j{*vHQ}j
z&;tYk1ordNocAb*4@*d4ArQ6`3WB;Wse@RdWK{vZk~OMDMao4ggE@k%R8Rq2)V;dz
z-h*|YIo0vS^d%IAtL`=|9;X*9dRo=Jn^t7SKX0^nBKv~+*#<hRKybTY5~nGG)YOAm
z;vFJ%^N12zrtlYXD7*r2WBYrOe!-e)9Ld;yixze>-b@*aiEoR=JLsqc2H#8lkQybD
zKgbecjH+lh&-PnXxFv31YgazCXb$ysT2-aF!?@uY?FGyryOAL>Xqh<##okM5TeB`U
zvl5uQa^N6m9Cj;TafM7u9uUItK&_v}5I#&eP<dN8H_Bx#TU`>-<z;(SrFp`*(FXWH
zI6xRTUkZ?!rMDZrAo-8dWsNQyHK#=CEXW6xuTA~*t;R&f@az7XOBgv@7tkco5lNt<
zleviO%7D!~3qKa@hdpA?4@E@|p8*rR-<!8$^79iq1c(!k>;27wWt`%;4^GoJs_f4+
z2p#+tMnSv02{dev+4GVDx=8Z=E0g+~P0ow9<ht(iZ_;1MU~rMF&xk&nUXwuzgn|G%
z9=%bmFh6CG1PYa1rwem>X3zym!J<ySJ9)}l52p>5T(gP=7xpobkT|VRZINyhyZ$o`
z_*#xif49(z5Dx7QKR+oPl>0k!9=y?nqUq1?^$0e<pYm!$Qz9}5$|2WAt>jMji!*>l
zfMfT6^zoFl%>(&}ad`Y<!~E`Mk%hj)8mz@q0IFHtocH!;x)El&Fe~IWcRI%T9n9{V
zIk0q0neD-A(QMTo9?-NOczv6NlX-qsDA9cwq1_%(wK=J>oLUj1V*Y%%QlzoA3|sc|
zwo>&6Kf+)Z3~C$w`6+RcAe)>?16H9Z72cXA)Nw3p3!K%T`P7?=I3l=1blYvgRDT@C
z{klmYY*P%`X=ej-X(Ri>psOQGBEs~c^AmSbjc?H^zt|bC&ljoQfX6RxzBiZair}~J
zK6$&ptsd;h=^$jw@UF!t^pSVi)_Hn;SS@LjTeL5e{hQ(H_aO9ZxZ+^{%Ns4se>YsQ
z{0GAo13fFi<(Rmksj-OzAtNh2++Rj4!v8(9(!V<$TaZw~F~$nii<(k27bS%C>%uVl
zn*1f%pv|W}$rS}A?e&#!qJ;EqZ2f_T;pNil#zzlF)?Lo+#&_a!$jG1&DEuJ*__!m0
zbaRCv^x;=q!&<+WqG%Taobrkey?c$YiQxvMButhj-5_te&)-uePL_leNC^S~+W`|m
z`H`jEgedYv6D<w7FP${J;{rpdOA|F5m@KUvdY8H}jU~c{F2Fgo4WFaP;pPd*=?o+I
z<vCHZ+k^HfVZ)I!OP176x>o++ux#dF9A}Hj$0v{f>a<lAFFy{xff9qyQ{I6on)(KD
zD(Kzt_&5VT7|a~p*N6z_K<J|Q&$I{|s|rm|TjQzXIaL9YmL>+D?cAKKtgJEswaWmr
zx38L1LeK8Jro>2AzQ{pe&gAUy&~bFJFtf5XHFOLIB&r1~q8<!`pF|IL%R$NY_K@#N
z7dH-jKJCd}EdzMPsM9Qw`(0;~np!r#QreLSWHqUA=<Y#ed<6={WRHfKv`^~G7RPwF
zp6h_Bm$Z$yzvPwFbni#EOY$OQwT8c3!-rZ?z{R&$%;$tJ`)y8E+5c`rT6zZViDk)1
zB=R+u*MTr2=9`Bg@;5V1NU|feW!6?!fWBCxva$DceYxJ7eAqC^1`LJX=XbmA#Mu7b
zzU%$n*UNOqiFLQfH{gJd<c3_hty9~ja8H#|8rG!3c_qFSqp0lm?U@P+e~t}Hz0uFR
z>;m+tobQPK<ITm@<;}&AcuAc5WQbx7LrwMl{nf<{QDGO;@2oO7k)736k(^bHL=U#T
zowGQaaUC}fP8bTioB>sLf#c@mS<%VFJ1HKCc*#Ql2)$Z*%B4W|vi7U%+HQAcA9tSe
zMJTvWM`vIt!5jn?K0|?8gL1BWde@5aqkcmVMPq_-fggiCeXQaE3k6A+k4qA0`{*O<
zvYL5}Di5*epVfr`wgTqR@%Um9=|jv<fk9@3a`xsM`pT`bI|K$O=XXj5Kc6~~^s^Se
zMUrnYW3VD2*bq&Sd;Yi2^Z1}5KC+aOLxgKI{1i>6qc^}R0Ph0uSpX6N92bD2<A3KI
zLFlk?xj((UIeB^cZ?j~rs<GJN_9xEdz2p6sl@)_18kJNfsZ?7Ed`>w9s$YvGs<SEA
zV6KWPMy3mb^tUF`o^x}rZnl$NN5VP3rqmq%-3m{4SGV$JZYD+Q=KBnoF!0XUFaqbu
z(bAIzWaP--%M%xqRjtg-BWqe2HuIb#IX>qf9iLyvx;hp{)@Lt^QWqDweox&?E1$H|
z@I4>u+2`{UD%%fN<$iPsZZFR*UF@uk_t#y9g-QKR_bJW$(XG0*nU#-$Ssp>hnK*i2
zYw&t!>anI|c~nd%B2o@ebHMt<!^5GxuIfe4$e~;j#;+@~)tNMA-@;Va#KXweQopFC
zv9YoD_p)PodFH0)RLUMb+>9epg3L|lg*HVTO7DBw%-c*2bxn;&PtRwP->VORM=;gI
zmC=_O++vKz)}E(EbRM4Oab*1Y&pEu@tQ<UCt!KX$ceP;fm-bAto5SrdinQpYulH%e
zFCU9m_WX!rsa4EQ-;rc*q66*>{hPN0IHpL`k5c#a&zrpw_2}c!A}Bkd+b?F8XIfW*
zzng*b{76u&_V^fTORoL${@rWdq5?%s0b%SgmgIH|9H3UkkPibnpLtXFjW)LH(CNO5
z8+TaHChh`yr;eW%$7n*}iRGLVeVHzFFP0ed$K*Z&;F>1LiG9M-u0`pt?|U+&G5z_N
zfa=&_1uLScZS0nX+&N>|Qe`Qh0hZvtR-`Y~=-!FMrI3K@Q1-ld&-ef<aS*V7e6+oi
zo>A}&AU*uuPUhGC<kwDyiJpc1pYk<;7vw*V{@cs>Z2!SlhJ~K~pF0@_HkSW(*^8E`
zE{4dP3<$6gSTrbsZC>y}G8lmdEi6@a4r0pQfdaxkFgwb|d|iK-_lFf<e89eZ3H_EO
zz=0uM|CMr<c+d`_oz%ap9D*JShP2t<@IggR#qrufPDklJR!ya>aOKu>l4siSiXHbU
zlBo@Q4Z#MA9ozvbg}ikx;iO&4vWNc>{)^2qZ>sNxO+JDLY5j|nyq3%N;kSJ@<{8+Q
zOv<=O;h<$Z49r;CModsh^<|gE?5W>3Y$y?wIrnFt1QA2w=_;|oS>TpZbfn6$KOhBl
z@Q2}84F|YW(l+%OAv|@HG|-P2m9yi*fipFwv`W~ni?HhJmZ)8(v-)+fM`7nX3>CS8
z64b{^RBA{J9%=)ww1oQFNyJD$L(vc=?XV6BNUqhe^8~+aG=R3Q%=NL<RY52Vovs`c
zyd}@R?ksWv?k%*Cfv)MjAuWs!O1g`0`rBYG5;L!g()1|X52R2JVKML>E-_f6b?D&c
z-*y&{{J-iG(aRrlPc{8uX%9DE4EF8)zV(HER&<OV0}R|<emL?{#ug&$D0Ue({u2s*
zIWlVm#Aw^1;xOCBvrDPv+dbtE(`k_#79_Oz;w1D0O0+M6P3B3vs$cV-RI0{IquxOe
z1_Zu}`8PDF-#KHZ4U)ZJ@&uIV_YBoLP}Z!{N-*k|L-kHA%OQ`rw6E<YHAcRmVYN_~
zC1uJZ5{~1isC|-)`h-Gzi_nI9f?Ye-)Da}yua$KR=Nz7Mcl^y2(!i9A|0QchaZE3x
z)^~?7rm<!6o*(Hx?xW5n<!BfgSgBQ#0wY2@?g{LmxpoM*2f88McJFK(baRk6LJ#9>
zmFAUkQaOXhB<PL}TWZ<!8TgfT_%29YBI~3%er)JCR;r;JWuO<Db68q(dj6cu=VH4V
zoWK~fi;?yb@K|&F+nThoat{&6SafS$mxS@A11HLYrsfqvDN)WtYs}%z^TGER$82ij
z$&!N(#;C(Zr&;+@lnahwhRS1X^5!Pm_H+VjW;dW-^^lKxmHs<5w@Ni+Z!%0Gx^YjE
zRmYmzy@Lw}Fw$fYoIP#tXui32z+xLxbz|Kvn0-6gnQg)}Y9tXclo*e1_f6{L>Agy+
z8;#G;r`O;lS|USgvvwM8`~nFYV3yd(hXcYn#3WtnS|+tUP;fU&u{w_2(7-}))(BV7
zU1<J3`&%csq1kXyeDKeLN>(*Q`()HRqnW31MHRu$0e5qv{7x>t&%+c#<5LU0_i<^j
zepcGU#)a|NC7JGt1orhfxzirB?~@;<a(G3}@m9U|n8J9M>J1Nbr>;+F+-w)lGH43L
zpwN{ejbmk>Mdi|;FL11BG@8z8Tt|603UzkL&r!cxnija$a6w6Dv>xeW<<qehYsWAe
zir4iByb@0o9f%~<+E}uaP<*!uGhx|0^e`0`G;RN0^SY;!s&&`5z=Q8?KN;;Yv{p-c
z+V(InA@japtSo-#I*@jNk}~$o&xB_4^CVUQZmMQ7ONrPk16N+bO;j$U$lFBya{5pt
zT7pGUuaBcLco{CQXV!CX_;-RXV3^07&abpU%REs!DS2w#Ts&tUBPcfdFh5($lo+@Q
z3a+6tomYPdoyg?#3Z8Hj?znT*08PXwovx!SxeJ{#$9G-rDXJfdZn|{b5;}Jm_Vk&W
zW<1Z$8qMG%RuQ%C$ypQnq5YnGWIm`NdD9hJ#!O^Lt>pfBb@Nfw9+`6O=LLm{mW-15
z+m=&dC+70cSXDi8Q)vy5&T_|F`l<!4_B}kiaJfzTExKe>l&#?v7e7q)#$5>P<AjI#
z46OuF?5q-ywbOT$Lf>{u#6))Oe&5;x)8Ebi=;pYiKE*|zA;OiH!#w_k6PPq@a<atl
z2QmnkoX5La+u=r3amxVR*+#IuO}mv|&1k|r?g7d}C|3YCj2_YFgA!K9B)nl;a8aX9
zWiT@?TD+crWuCkC9t%Q-nP33L?kr_Bx|4R`L!kH)?Z5~{#Vy@A_ce5n%T$93;#}#+
zq!yclPGnL<Tt*|six?S-QbJp*v8Jn8Z)<H{>xDTzznB<&50|Ct2J1Y0?o+S0#_>?1
zt#2&W8Q~B|GM{*>U*f4qpvidXU52){x^<qCc0Xbt_Mn6eics`J5<Mc-`b@bthcPPu
zbcA_W^j1K8Xht}Jut-VFkdVQj8^Aup#ZYM8^uP7u=w=i|RJ}~`WxFAPcUz@}%`saP
zTY1z#8L6bvS*?a7qw+7{#$y#g7T8=}#=eCGLy!27LV&jzc=K|Q6o>|Dqs94U`qKly
zqoE^Khs4-GI#$(lpyicl+>fYSI8MF&G5V^Xhn=)9@jOA9%4+%dpJ~7l6fg5cnDNa$
znKbD?5b%m&Y)X-m@<69HwcU9Nb&Ajky@8T?kvxOEr1>y=zvyp-VF;b)igVS#ZT&5a
zw_+r^dbS0U`a_Afo{31=Bj4OT<p(3RTt{ZH(++o>C={wb9VDuWZrY<#LhkO;K11G2
z^<~DCTOsEA1WSKW|6?i_JX6KYt^nGrq^UU7fIRD)7`0fM?0ee$ey_ZDRvwNzJ~RhL
znaImt1$ro5%?5$RS+3T>yB_e2gga<5bzB{L21iX%Jb9g<`xF@X#aSGcGxso%DCXn3
zw-_-*-o`2AJ^4eYs_f${eu}fiDQxu!Tl13botjhFo^T)~K`Y#!Vp$|byukUl+)Y_%
zvhE>#@`|YuQ9f!sPks|v9zMRn8K2W7)V2|SaQ-12Qy#o?CP1SCMigvd*lq1UabsV>
z7@TBS<fBG2;asXNWN(bW*3|mJO(Q7a8;8(PawXAwr+lbd7Gp(gQh+}@Y83KVL+qfD
zIq|VH2BTysf={qLwYu^T1wRmEG=(lh__41iTWM&0b`TgxD-c!)mK(x71F>Z_c_KqU
zNN5OMlJR3t4ERF4<<J;kqqC<=u%?b7xr*oBzcF}&r;X(hQT+X$Eo*1?<A5F6CcTu!
zkhs)MP_;GBA(C}0!aMJCT#&#U2dik71o3i>FNXRhnb2v`l-}>a%CR`B;uyIOLLNor
zRzIXl@|=Y6=U**LCe)7<x$&NBOY^NcC`YO3QLOdIUs624`=+|;m^1ldF1|+{iWi-d
zOc;A|qKD7B+06@2F~Y(;|9HjIv7+-r^<Afu|KpjIK;nL0?T7EK`ZiqJkh)NMGvIO+
zUKfarrTWfA_xy-gP&Gl=o4v%LQZ)rNfMj8Z#Q1?sQOs>p-3edoCi-#etu9Lf<Z^rk
z2HH+vo>j4^qR9ct%+Ee&dP|^EN>VUp)=X`q3uqHwm4v;lBw^#TOL@k>oLR#TfBe#U
zY0VhxWB;U#MU~9e|Fsu#e?aP-<-6|H1=L;*;&%<}S~6y9s8U&#Nt<O5x?K9q_AsVq
z?s}p-yH6*V+m4@JU;XXRb~OYqf3}9X%sdDocgzvi>LXF#s^Y@E7LU`x)jsnep@etT
z9E?`^@6`F=5w1Q6sacVJIfZG9iry*a$B;cQIGk=%{4A>j;@7l0t+kAn(wl~MjvJqu
zM?O(0ZPD{VH9-l@vTID|sX|Mw(y_FpHD$@agpAqw2=n|?AsJB!k4BxmMGy1LYSbMy
zGMIcoSrlWk|D_r#`g3^(YKk`nRN@ElE;WQ59Dnz@Lfxhev`3c68Uow~^Q$3S(sEJ+
z7`rzf{Ue$ERy|9L?W)%t)pK2p^_c1OQ<&)zs$E|G@>Qe*iJE2+D_=4Yv5=_UZ&BFY
zC_j)zuZ^&6aIO+f@I<~zRo_VszM7K4s*2Ze4qHy?*IXA}_b_?x_W4Fm)yejj*#?Qn
zF@n{=e@B-k%~p2-;uENvpQm1@M_Wk9(2^$XCLcI5`O8=(W{XQc(vxRMo_un29BNA5
zgC6WDVLJ*sDs=aILAdd7O%&KgkYQ}ggl+B4ptieaiZ3e=3;kI~-`NE1&+nDK;Z>lv
zv*X%)W(Wd<o{63-8NRhaVuoWLoy3wP-COEcC`TR81mx@2-h(8)S6`fg5^+>Y{0Sb(
z<pWr)k!tF>IkK*!k<bS}0a!Dz7f1KqHVcMor7iR-@wD;YE>1yIPgu|bO7b>M5|hE|
zo$kQTd&M){!8>+riY(<B#i=`+-D9B|(PUwc5PEEmgS_}=-Pz@kmy2badh+&%M5*=g
z=g9jC-r#aDKTTI~=tq9mwG!dRRU$nT3Lv&~BJQmg??BFkfquTCYj;!7dgMwvJ-_dc
zU`HT2%;i|Rse}nhj`3OKg!FBRN0>!mB=#vEHl0+HumM?il`W@V@2R1KO`Zvn^bkoK
zx?P)*xlC<motb2d-ALSG6Fm9Y0hd$fY>v2oVU^fsEX_;#43X(kqBD6npfG-p`17ll
z7Xq&J1?NF-0|}xqYX)lgCWm~#;mbE0!do=W<t?fMjnD7&b)~hD&NWv;^z$y-id9{G
z4_m!bS`pladydAx76<xbRv}N>C3jz94l6ZB&agTkupchd`Q+^}i}YPh;v#MMAFGi1
zsvV{L6o}cDSke068_P!ry1Uz7H0E}KE>6VVPHWoh(H||o7mCJ$DZ_S<=Q@omehGTF
z5?o(;83EG)Yp|yfaSy9LsIMcFI>TGrH22C^+g;u*W(D){3EPT<=3AvJlana%cWSAr
zm?h)_`s>LhP$S4sMDa#LcuOUopX**Wu`F(oPD2m$ZC}vQy){N^>v9nr%cKA<j2o}s
z(VHDmn>!h~8f(ZAU-G!qI}WEfBER7=Hv;r7QINdYFc%a8AzAw~Dl*D*vG{>_Y&W7V
zNn=j;j!fAXTWCEoUMck&SpVYeod`$YWfG1(=ZfG*$1W-Iai!v28;e9+RykYH7jo$K
zzIn^moVI>Gnl}dpu7|`GI%y(lg|2A0`W-6%uCYWcIJzMPmN%P{C<JC=SIYwR@kT8+
zOzJ<Tl<b4NXL&PTjwvCc4l+W@eEUTr_?rA|=?!OY6+lYhsyYvQ!43GDs}s$mz%$lw
zV>v;fy-?msyhz`lD!}r2qE|%Ui4?=HbLrwR6+9>Bl`A*0@u`{Jb~Uc1H@MVPAN9m{
zFku(vtsFl$L!RZn*=Ph8%5ueUw7hh)&rj?+DG!jz!gYZo)m4otL0oR0N^g&&-<IrI
znyFSvO^~s=9yq4bq52{TU%WO98?qA-tg(iX@-|?0L1LA3;@LhSdS8Ow6mgV8(w#}+
z;YU`#NX+M}r%{onxqdol%hd+;x;&>_C$&arD@?8+)t69N)T?~Fh}^0dEx1GR<I17B
zN5U$Waf%$;TxmW+=udtZ2&f#kd>cYkRUY0{x8`GHCRvk=23(QU2^)U!k3HbXl^W|2
z`#MJYj&u*BVzDQ}<OWM69)!d!Wi>Hh)v99NYY@NevY4v~2vww0&@DRMIaqmV-&AN7
zy^iN)WSREPvHBS|H#)wC6x+A%WDauPPoB^v4CBw&$gZh^stIQc|H!Qw(Tyy4|1Gu~
z(`ztXw*Un#GdSt)VB~!}0q@sB#gd;)Es}-@Y=V{!peu1dk>OyQV?@Qk_nf5$juId~
z7K55GB@a4$#~t#`$is6UCrd(czA$F$4-4B)y82`%4pRVK%YOnVfox<pwKe!5r|*Hk
zFW7IFXE&%AtBM&xj&q}w$?x(DSK;@#C8Ge49Ue*ZkE5CN1R&z{W73l*8R@iAIhG(B
z6+Y0KZidteP6o-%;AwlNZ<r_j#woXE1+N>b_I$%8pr2?bmE;3k0u?)q=zj9$5Dhoj
za(>;aBWKoWj1wVBBJ#>Uo~{0Vhqyk#7ORP3#A%j87~~7FK@Ms8nL&y=+&=sb)~feA
zr^!6K8K?TxRxgKbedlR@3X<#;1f8Jwv|F=ED=lQ^OVrEs;j{d^OSlJk$>}D>EqrJ2
ze3se_ulums1YRyfUGq|`=`gqh+&wF$-8|4$C-rAlSZ>)r5=DPFDWe=dzPmOJFbbre
zQ^@lXWGRiU-mt`V$Jp<atWpI{s!8`X;)*X`R);%si&5ayN_5q}^nmy&j&*E!2Wxw-
z=C9|3;_thRa`jCuXj<jOsIoK}e;#QW&A<NcJ&R2lZfCI0Ti#B#==}VKT<m^BHq1^%
z^Xs-foFqq2m3r<U5_d;-lu-yIc5pRIHS)XD*>l66QRce0OURV{<rv+dKIwib-ZRzN
z&!*W_IL^)4fxtC9Bl%hHnugz4R^9!>(A+U$ZMAvLnDVM8oJbSwq6Tx;YACBZlPsun
zfEMr7Zbav(g(lE<*k};Z%L1np#lVJk+;Q<1pTTw~E%8lL+Qm^U$zye+R$|V=+L!4%
z)y~APX+8vHbm}Xqk-ml56O_BAf^P1+F*vtW7B54{P<`4D!M4G!qex=H9sZ7aIgv+(
zM9-D2Z$j5`W)-o)$4dfpiwD``y$kB^6uov%rsZz)StuOf%dl9y#FYZ$-G!jubC}PT
z=`8N!Y>^kkj?3^-qdE;(Dlv??H5fRDkZ1oSz)6B5MHcPgFQIbJS-moI)S>o7%=#gf
z!JOtBoG@AUCVyI^*jqn$J=g{00|I-aoJM?fcDI3Ltt!rU^^P50GwfjVxr)=^5IGuU
zlIOt1Dbe;roOb@z*AQnjL)CS5l8tRovo`*Y+kqdnw=c!MQ0bTCU-iCSG!Z(DzBv0Z
zv|nhmeEzoSyp2V-`MN~4hH3c@vORS?(HAb85qsLH@tG0)b`kwSbjV$4v`r=w&rqrP
zsBzr(pmCEX>5H%Av(k2=9;41NzvuUOs;DzU40?I*joCQt`wfC!XQhWCT{zC&Qc(t*
zkFSvX4WOxCr7COb-YRG6tcw<)J$MyWA90=M#AjMB#zt4z5B5sM5**LRJ#k))1$Dar
zA(=}99RV@+VbXPldO`j`p0E3Na?fAF%wKX(76ul^f66_Xei@hjI{H_+C(|#x4nSBp
zQBw;CL%V+q;r4GfegVpZR_FpKO{Z$g?89JIqmM*Hq-~T@AAdk11%oF+pmqz45VvHe
z%xiTAq8OMOaZhS#Eo(Kqr|CzUtRcos!_aQrfDzb$``LzF@0*-i7QZQ#ext1xHrRW`
zH1?FdU$b~}X2*}Jzv#&2pVZ|F5mIUpsTXuj&;Ao3@eby?Ma=i-am9fAY6CX1<FvD7
z>)tvu#)G76^Pyh-^4Z16m71e(VZxG8nl0#qhK}QG2CRd}vXA~3w{i9(6R9k-v@~*Q
z&fz4Tk8`7*y=&7`P~WKwJUeUxXN9QsSvM3-`Ws2dp}NvY2~F0Mw>4Uq?}LYtH4h`E
zpR>PA`(u7G9q0T!*YN<=6MoK34O5oA#XLJM>!?gY;mP)i=0ik^9gIXB&CZTZl>rWm
zxmgW+D%McxwWuX44}MRRklhK<k60nXL(=YqIEjvLqD%~TNdX5*)N#3RB{~Xjixuyr
zZ2I>mO#1`l(;W5-X<ZlLj;j*Y%d<selG5NjLO;WmCRboN8P?X94&)Siik<SrFtFIg
z+uEX``kAP5ke$1($5QaR*XzEq&68gi=bA|IM6MWUy{Q{IlIs<ve{&vP@$o4xx*9z_
z3cDARNe)e^hGp7t%gFBa$RI!6At6L|YB!stS(oDGq&_pPhC+@*K%TnvjbucQyH0*9
z_*)rM(Psa>1NO`miGa~+c%6(_F{WDqaw?5WaAot8cU$yB1LTKHvaM09D%Dx?u68_N
z$})kQ1I+cjW<^@9>twAIO`jTMOITj*{7v6|zw2qwVu(fxVy$$aXMuEi-%V6ez*?d6
zSqd(0tyEvfFXO@O1t)nA_0!)x*1w<CUk@-V<6o?0|7u66>}q33NGGpn{QJ|+(8__3
zf$f*LAMk`L8roYs+UXnG6EZUWX}2U~ZRG$+^Xtf;hL<vi2Bvy~)-G@#e}y|_XJ#a1
z;b77FMS`J~!LOqKxb`0u$=g}$D;YWvegqUMEJ{eHZ0O<u@W^WksDR*~|AqeiFF~mF
zS3LpYF9?O~83FbCRXu<)lsy9>!yi@U<t3yOad8k+a?o=y{GCwDo{5n0&j5^K_RNF~
z?0>XL3~<qJLsCUR6#?)9+Vh)kF$ThaI2%@GBK${lm6ZX-{b5J^E48}ZXEQ^6hu;NA
zSTeH$?!uq93h;}akdgU!fpCE4FtY*9{aK`hB?~>^+@He+;2a0w*RMYKU4_5isJ~OQ
zF#RWLmj9)Am4NpA?)LvFXUM>KmB4tFz<8Cwc$L6-mB4tFz<8Cwc$L6-mB4tFz<8Cw
zc$L6-mB4tFz<8Cwc$L6-mB4tFz<8Cwc$L6-mB4tFz<8Cwc$NR(iC6hs0rOjj_Sblo
zzg0c|P-;mVS{XZ-0JJ*)iOU%V4mP%bz7zBN?S2V>Zq3fd+TxcE%fZeOpppBRhmwD2
zy6BW-^z6+6Mg6H<`mdEWaCD--auPPww>B{RH_i0%^1NL_FJ_>E1%KZVAyeN_Ha5bX
zbWi{Ds@jTT5a0Xm2*}cf*VKyxzprP<GY3_@S|#WdAHX1BPzd>bKtTUnzdSXxvAy{(
zipa;hyIgq=@XmUns1^7xYH{`mrla2Fy&GxW@_5|NX^Q&yRrY;F_w_%P*?vg}^ZNQ~
zdO3Spa4nR{>G(g`d+WHU+iq|47BR3;8c{){JEg;*rMnSn1f(SfBm@P?VQ3f?MjTQ~
zdQj<xp#+4XVQ6OPJeT+L?)~`ged9jw`JBJbkw5&vIP;q;R(#iYU29zn8*`;kPWp^w
zKo|ACTe64F-j?n;e1D5jjJRoMl+SE?(&*^u>XCg~=?N?JMdwUp=3?KHz;fL3#`2x7
z2UMOd$A@w{Y^qPYC~;}NJeoMobTQABZ(l2IPX2Q8!Y;TJ{B2rMP2lc?fnU3pUpbVy
zBCCcucCL8$HMc3sccvAVqg$|YGk2BqgyreJ{pp+g1rJdVJC9_KBCkL%w(Uxj^!*9;
z7qnUNbE^4Sx-M{WQ$3*;{E+YQaH+kJ<BxJL{Or-u5%Ed8VnZTdrSes!Nu@(Y#PqAL
zW}9o7Z;jzm7Sh)h;agJ`yFZOwVO`s`CfN1!n;a=~!qoU|kA1ClI%%R;0?6|<KlK(m
zjaI@wq?x6o(iUfsGhVM5NB0vc+laGp)swNFx*DUp%v}lm^AmNUQMV+#anmimU5j$z
zCrIa0Z8P%4l0~v5x23)%Lc9^5Dn@0dGi{A*RlLq6HGC!qI(OuC^o+nKKaTnH+$hXQ
zN0qrtisJdfj<esuTo=6d`TFEcTY{AS2|Doh0bRf7vgjGHn__}u%3`JBo^6^Hwe#k?
zF<R*~*aR+PMVGEB_KKo(GWe=>H`pVSTED|$nG=*LnGpT=3cw|N;tkTPX0RiR=DX_{
zv!P7frrNGIWM*%3u|nf${A-YrY1g(cga7{4a+T-mnBnh7HzRpdOsL&;Tg+075)2P-
z?lopMG&(BL={gfi%hqM8U)#-3Tj4sVlJ21p+{L)}s3rH{2dz|r=}E%$NjpG0w>Mvx
zvuhM5uq+-Qi%Jt}#Gh^R&Ocbx@H+Co<<gRc`zpQ`OIC}W-hC%^GZ%A`6#<W$UeH=3
z#A~-{7WbCm4JGlFJKp)e_!J4%bn%Ln2>4Er`;Ly6AGOWVq~gr3)-CszMRupLY6Z6A
zwTZfgX~V;c%giTOr{imSrQ-jwH%Rd=n3G?zb>((vXQyr!&esmwivO-u<g2l3bs+Vd
z@xgKj8*pw*)r=^Gnf?8JA0Hn|Zj*yWr1-J~yrXH5edaYjsmgD~-{6E@Fv}sp_9F*u
z2Ny5L_bnY*b!Dl-XW7cNQ2kKe)PI)S5W-B{ZJQ_mY*pTBOS3siQ18?K<E#U2pF;Yc
zAEx?eJ77Z|-D;@Xi2COzo5@SF(FWcP`R73yoXNxuKnuD5`N>oy(XF9xBX0lmpma_l
zt2Zr{PEgZ7)BX3V{n_1LjN>0+{zXy$=<Y9&?vJVZ#SH(k%)h9~A4l|W_Z{%Z@BX4D
ze_+NRnDOrw_yaS3QH@{h=O38y2WI@+gZ#?K{ec<3sL3Cg@oypd12cYAlRq%y-%j=q
zoAC!`{DB#O82*E*{-COVJIr6*#UE7l{~D@d(%elEavB49#`UQtQ~$%wvMzR-Prp3=
z7a4r<h2o4(p~~MG%%j~oxM}tC^$l#V&-Tjl>gww9vN8C(Y85pyG$i7Mn-)5^SWla~
zc|04HCJ7PspZWIkBFN>{fDGwql_#x~UuxGal^M7sWba1Xq1dmx`^%SqFOtsQjL|xp
zZh>avv{p)1YSUX+e^lV-doq4z8vPFUmPg7~F}0?YZTv#^ZBo_i|C~@-E2EUpHA(wl
ziLJp}Xsau^F9K(D<v7f626Rf@4cE;#s&JlaRGjHbm+;wK(00t5TiFXGrq$u>vN<6I
zbN;FE&rGIw4JtM{Z4pyJn2v%7!{(G>Pb9zKmdh}+#LO_bl>ZTKrVX?tsC8c)2s%fM
z``Ff&zzv=B-<?TtFB5l`WY0J;WhfKSpVRwyc2l$1|6sid3}*}l5rc^hejCigaVyVQ
zcczMXuKYkKC7_Ov_G$fgZg*8oSKy2|OiRV1;^(}*n5-;IPRg8qW{K8IvrF@+5%tQC
zo7;r#Z?9%KnO1pl4t{eL5!bD+Wr2YtKO6F3X{gw1&iBx&D|p+8qbotP4gW<ca90(s
zyHa>k7S$}AAV)9DILj>SNtRWXZNZ@K*47rf5<GWwUl@5%|C$tYBUijXRtiqp>3T<^
zP@)Cm?=OXU6wuYnMIF<m=i&*;yL93S0U(71|B^zJG+$#@Of{;gxELBf=@l$~TU_G6
zKerC)Tl2MuD;}ijXYk?%>1OFodgyk3n>_I?^OI8PoELzAc%%iUMW!XE(TsZ`#EC(>
zw3#Mfh-Gh=W*ccgbb$1`YoT}o8lR@M4IbLXl$cd#Z5e&i`g#-Up#IME_l~*YN><zv
z;!fEISQt*bE$Z(L;x3%l^<_$&YuokHSxGu+CEv=K%`Cbt<yLc{R-jofPA05Uor~;p
zT=4}UFFowa4IypE&*WO*J6eTL6jOCGXs&L3=jN(-lFQc85I9wlc92-sO4<&Rw0)a>
zxa#^?)Ac0PJhODG^eF4#lO{Awr~!@|6yJ>zhl%C+j5164F-sj>YRjHU`T0Sm*_PRp
zjy=qi$%7*godz)nIbz^AMtWnq8OnB+J!NkHq))JbPmJZ(FK<S+CX6v-s`dOB5(^4$
zYPlZY{{<cXYBjvi-1YK3481eDUvMyZ$8^h-=$}vENEd%GRhT^D`t`HFSe#$Y-9I~@
z|C2ZSp9}Cm1tU+o^AG(7{yqTp^Hh`wpRmZk8vy(~tMp&bO7Z_kx&7Y_2>zq8o?Fx1
z-0kmI{%#3C$E|B?0Zvx^my4TzIVg4Ee>x}yYVZG_SG9k))nw4V`f|egN$@rG=xbMp
zETA$Ee;gkZ<6lcYXpCT^O3Jol_|{4MP`MW-gb}YWn(fbd$;tPr`OC4yX<CUY<;3;7
zTTwLo7FTpuMjkX3#|a&=FQ{5?4c*{KU!)7w`720&^4+9rpOTVN0nNTIy}c32Be?kL
znJm4tFG|kea9O0g&CShSkegdwQO3<w<m2zOW8G<|Pr&zvo=sZ*NW^nsVPPSGe?Pmh
zKu)hh-_UR>(f_rxnx0~u#b%JS;wz1N;5}gv1_uXglZIwzXGeVYJ)%cz598Ungzny*
zuDhmZa1|ja9jW$Q=p_T^y=TG2H)={tON)!~qwOA^p0%`(P3A(%mX{qIMVd6|?DQDr
zXJ4#H$GBWLbDJU5`n<-<Lpk6jX>Z)PaqHHtn>P=6zEyV;Iq{u3ck!wVI}cLH_+2!5
zdJ8MluhD$gxu2x#;K8%hoilzeE-v2Q-X0zvett(&bolp!yCRa3S1w)+lh>X8xI(4y
z*r<d|B}RzIt%QmT{D2k6&(AL?@ZXchhf#V(|HW}ChTg@E<*fa^$c2mK{dNI?S3BJ+
zdFqew?T$`P{$549MG4^6mQT&6b<y`D<LSu-%enhZ!W2n_Z`*Iad?@mY!cO6O10Bh2
zaBk~Rv>0QxwSOlb1A68K$OmeXy^PdUziu?v_riN11t(%AOD@x*E`z8dhoPb?Z36C#
z6Og|9e!L@e5x#mlG%AoH4#5rE1b0~7ZTRHUdbL?PIv_R(MXkvgn$dFm($^9)|IVd?
z^j+as(!Np#YW(+`-yAf@@{-&xnWnmJ5FLBR-O|!R10g0*?#&|d{-uo%;i}|$c^3L$
zah6WEhaWUMzVqI^7EEAEDc4UPtzwLPM*jYzMHOPl$Lh>X8RJ7kC2$T!GvdSDBX7T_
zo|*Tic`m=_dGQe%d4ul4?fZ1foY!LF9K@~;Q}L28BN6x4x}C0uT^*%T|4a5lbbF3n
z^c8uQ3jr3-`4g62xd}M;UcpPBSCJNwuk8)6SkuX}HgT8Ez8Tn!oxdLqkGv4+s40r8
zIOE(ML__#0Ng;+Jb2k6}0^QX@{y5Q*#|FWX^zJ=*+BVJhT^t(}3^c*udaNF`*5noL
za%2d4pAnksVKI}R!??^!C+HL4M&Ugya{jO)JNgw3p*zhehPI^{BYF1yXE8eSfrj`%
z_}h*9Izc1hI<0n}WJlW2c)Dh3l798fm9Pczu*{*$^k0h~F|ZN7tG!;70l)W>q>var
z6msfXvHQ5kSLssSflg)Y?zL~|Q`loh#83p?q2nDM;(Ub)_Xmj>j~p$j^>@-m5BKO~
zuToU<th0Y!cqzg;&n!E(Yal)Bpof6fcK6rDTTc!iZDI%x&va-v?YbTnpC*whlKa8(
zslL7-?1$kkt%+J0`N};y4F|vLM&Ir#9d2+OExoK5<85U59@uBqM8Cx66QQAF$P}xe
zR@Rs*wp&Gn+<Ij*llnS!M*m<JkGG^RL6Aq6RDWtCsqHf5yMOV1g84O%c4m&)T@f$d
zM=PK1L)ISSre+sD1@R0PQ*=^N>sgq^1SF&e`2S_F|48m14DjDp^{1)j<rNnEPXqjS
z?~(s%fCc_fuA&0XO!)ruuqv;BFdt}g@_*;F>dD7b|F_0T|JyZGOQYwEH0Q22Ig@;m
z=&p1w@%ZTAkftq`JD_bSmpAq~(k`deZdonF@Y!I^_LxuCz)K(1ACrGQyh>Jbf#7A_
zzI1a7UGS@?e!Dvr>A_IfF}#G+&X3tud^Inx_%An9N&n|vReyf__2#ZWtMO+w{;0+u
zL-8Ls`Tem6f9%2kckO}3J-WTEKJFXg4N{8L`%USuEZ__a8_`jU4YbIOV~R7jv5-s#
zOkzluq6<gM=<Nmc{GO;+Q+zQ5+F<Fn?^f2cvpUJBC=$<kJRsIDW!HUB1>b*@TDr29
z*VNN;Q*gDIA)0&^fmq}}NNPC{Jh(RUAD8g_`#PTg{4H9RphxH^*TISOSS?|xT0(q?
zIZ}MZpoQy5UgUa*Z*=Z_Yh`iP1TvRKjc+SVbX7-&8J@B7aMi+@dQ@`M;StVByOX5f
zU^5xD?TB;o;Nudesb*wvSF(44wj7jhIV^#Dj!yh~Ru(fd@|X?8+ou|#d<u$aK5Tdt
zfwq^)zVDY0hPIU3GU?a1H<@W0BqZ}O#|6^~QB0O8CQ{5;C2p_I@Draay+uZcRVvs|
z$0@+s26Nn#OXYWLj%MaAFZyfMXbgR;=wpKhO2Hf^hPg(3Gtdujo2zaYeI7pb(WT6Q
zBA$s^xeXe<fk51yyZ;*zj74oEpJs(`FdD~FAB|6TR-7IgU`emzS=XHL%i5<nws0qg
z@QTNxDDkb`J}K>(OA<O~PhJXX9dh}vncPhD^{Xp4m#0>OtdU7KEME?@LNgi8RC+R{
zZ8UV5D>o;3rD3?=4h(K1O>M=O4YDb>Vm2(_nciW-3tcp(P6#}CNoKFfw`6iJ=O<@!
zkBRP<sgk-hFF!a3`JUxr!-rRKTNt|^i|X4{?#+O1AXtT%e_ovW&)(=ut~4%#zBp7V
zgHmB{@}23zmaT96XD;$u$Mm@EA=EI$(<XaNIu@lhqdXD>9+oF${hNoSeo>N<nZ1(u
zW>DbWDcz{m5tP?q<z|ZKij;GMlmN05j!fRLP2V+@xF(c(+0fG~wfYuSeBU#YirJ6M
zk_nM3uWRzb%e0#tUglbS*0FJ!mfI?p)jefdf*c?FHo+>@h_hhrBd%O7_gENDPcyvR
z?0)Dz{ynM91a<pbD=+8M>WAor1E>L2R0FL{$a9}tud94$%2tN`rw^9L<-_-zj(GI(
ze3LzC;lrePm}*E@Pq=4L-nU0CJlr*P7dtQsk~HUj<EsKFDSvM3-rjptgVJtEl*h>K
zcN?DM7uusz`Q+Old)>Z2cCaDAF7h63TWKrK>f~%FH4c5$5((En!VOZNTV<|%mb&>m
zjL8Nw{$W)+o9g)EhRGC4?64zCKY1LV6YB1$hLl%<O+0&Q9@?9^_<h-AfTCJvm)5xZ
zxGJhu>^lu@6KdR^)^Eh~Nd34xr|Z0e>7({uPAO3~ONd?QK-+^ijwxTE=P^O}J<pHF
zDlOF>vI*oqb6N{O8rb?AglyK=|LXOjaDV)j*4VF4QWUc8f!f*5UNXtU@E%$2<}8*U
zp3Oo#G2t`!PFL^fd>rg-srA>+czO!jriFB^!O5oS)J9-jW)#fjO8rb4>mQy=(-+BA
zn%Y*JEfn0+8k%*_MVBmobf<jKuBx>>BpBs!ysKGlMp+giDa%`wbV_oQ3Zq@N|DwN)
zV<|m%*M9a*b?}KI{ucp~GdfTK-jMiUN}|y5ibHA^*U{AHwL})Ua*aJXuY%?!oFom*
zc-?#DR#bb)O$t>6b1&i2l5x!ojp7fj#_y(zXsj-NNcZBxn&f<R=Cc+~{4T)0YM94-
z>+)T(TQhOV(Y?i@+Ri*Jj&C9}i#WCN+P;Oqi<ukE{@!%VAUFCNtI^9mb!B9rB9lIo
ztH;Zy+=aI_glT@Qe86c&(}TbARvj~2)qC2_QOmf@5U2gZ=V+()9-9v?pLZe>M3C6R
zT;E$>o+DqFW?X2_IfV>TmgTjoFKEtfn#|6|l;Zhz>f33v$v^Y#K2gmq;?}9!e}D0H
zL)ck33(Y>8<DBvxonHGZsr|x7r){3-ew|6&C1{xLGVSeMzj2Z#0~JS0(?McUoMVPn
z+U>B1@97_hRyNP^J0&6|i<s13Z;kd%Nf;9)-N-iE#FXtNiRiqU{mL~+e1RH9-pD9w
zbtGr}c42koG|9z%fm34Mx`RS>0(iesCAN{th{nA6ZNIbfd**?ZW!>yUgH(PE_41?}
zx&>@|5^f36^BB8O)h4e6*UV`~2)7q{+V@#{TGGbLjE3C7@mOsSM6yc7RV(jX_Oq6K
z%dj*US~loGGDb^G>-fnc1Zqg)IUJ|DXJU7htg-e#%ugZ~W!_QgtF1V~rvWQ|SQ<Zi
zHUeJdJKCtc7~gesaX3HniAvCUHRI~#WI3W6v5&OgujH;6DX?~G3{m6>O~2j6eX(u|
z?c<f7%Zy$)w351<EbKXyylJ1%1z#FC%voTJI6JN8v?SxYX>@I_$#=m_uLcOyY@L(O
zWjN~jW(c^XfHOtnvwy;eRn+^oSfJY!nw=?;f)HNyxwEXVGalw(ocP!ldd2ldR4`+j
z7dl)-bewv?-B8rwx_Kkzk2{KX`5P-XpK8}7er!J0VOu<WxjJva<k`6sT9byR(zdiO
z@X<cvT5GrwlyZP(78H(mPwA0lM{#CU2^J=$w4&zsJ1Vc-5V9T`j!3ziYa$NGblvx!
z!P88C&AvhIH|l_16ln265)H2_F=o6ngymTDTN$5IO|5cU-s@MgidsB=GUXXY6<IF}
ztKEC?fQWrxLlo=NvTL8l?{oW?`~CilUP^~u$b5jNG_3}jf_uCws0&XriDa7INtA7X
zl}>5xrf{DZ$a`O$`tjipJ@k<>W18krf-Uc+QDCo)>b?bLmE65BOwssbBX^rPZAv=F
z>`>`t$RbS5n==~+5pL}*(KVlbd94)BMuce1*Bg~gseZ#(Tuy3tzms#`po8V=n;H48
zOzzqBZ&rItta5eKA%fvWiDudjO`o4b%8bWmHB^+>)}?63w9QrACp;EO`>I+t<(9A}
zcaIvg0Sd5kOwdEbN!X@V%^dgaa6CoQLYBnm3;XyVf2JUvsHyQEeXnS*qaC?@E*-7Q
z-73P-)kdW({q$)zoN)^wN%N_t9T%m_mA6yV$sQtx>Vae_e58UFDPWYkOxwO4ko`s@
zHDu^&VkO-JL|2;NOfCw^=h$mm-?c@w=iRivtxi-cUbdN2`K(nIwx73}kZhW)+IiE<
zPu|_Q8R4;GvGcnAEW_>o(h5`7+YyyEDKo^EPT%VYvdjygKl}7f=yhkd7#sD@Y$6eX
zPw{@6U))spzLg!lHC5<BZGBwaGl@~B9L>RszR6bdt!kZrAK{eVXl*q`P<gfOsE)U6
zLr&eJgbS-Q0cEpRb-Ux{xjlF(c82)uO~2H6RPuPOAM))Z?vbKV51Pgbidn=B-lZ?J
zPFTFTSX05QksxJ?UDx5#M&e!pi>4whBYT88LycDkiXuy_eI2%b`UI@;6NJc11Z*hm
zX;ny3`Sl2w^PuY2(xg}=?zsAjwlwkRKqW|(wC;DQ+M5`(JSG9_;Zww%BGw>utyG;n
zS8C`-;ES^vXu^E^0vagWpxl$o9#JTXbxlZ4w=eunjhz9``dRAtj*mH{3#^5D-h&%5
zOUK%@ZbQ26Rc~nzpp2&23*`L`C=8jM3$?6jMvd%X4<c}@{|Bj-L~G{&BZSpgBjaAO
z*Lxy^;p}KG4b2&(1lla-9)DGn%>ku=ZW!P4*ox0Lvs=t}xu+sYORC);&xm`>_zzP&
z<;zj-{IG63Tp1iIJuG@u-p?YT@--P1msrabG{<@}U_PJuQo51>`0fG<=J{q@x6<S)
z(uLVqc^=TvL!Z-K^L1I}qwP#=sw$E8MjE>OmbSL29sZZOPcxLBKfPJ?ls`=U&Djhe
z`Ub21sV5J$BSkY{A62I$5U6~CZdqg8e#Gm9VC)rg(#ot*NfRZ^N?J_l(epYLCC=~t
zp(Yxi1i$VxANFYO?;Lh5`%yqyBf2uZTRC%P{nSOmTsnR(2t?x$+u<Z(fX;rKPoZvH
zedyiGl|(c~F80Nw){eHef<xHa5=~iBjv!gdzHm1Q>!8lRlB=E|H=t43ogMBj5N4nW
zWGrSk<;82tf5xAG15>)qGw3^5%^5r4I*d!_JEGKnJxZD(Z8s6C=nwVD4Dx#dx8*_x
z2MgX>8NP3+=T~^>`PeY-18jkQSx7HeH@ucuJ?orKB)6gF%%OQYSFUemQACg=`$G9p
z@`Hwlw-z=(#1<eHMIqOGeBv|}o0cw<v{NQS)P+6>Xeo|ne&8Nbz=WsvCqtQ>tJjv(
zHY3c#A+@}(^`Gq85X~a|wm)^;gdzUwe>t3ce&Cp8oik#!<g8-hM~7X^6)N8=8vmN$
zj?5bA@5Ej(U_*ZIsp(>c)cTp$k_5ZN4Q+XPY>Klx<}I=NjF)qRZFaTbs45ND+xYIT
zXM)02gCi;i#hqbIMHu@9@1O;4`h|@bp6(9p+7;KkiasT#P4L_oD$$MKQX0(U_JxR@
zQH2#_jdJ){4q*?aDtvrLci>W72<U6hx<|{It7lZQX^|Cq^Er1U)f`PaW%*BYFn7;h
zdAw#YsbCtH<=5~)n=7a5PF)U?CS5tw8w%O1Q!32lwwx^pAV@he+&fPftwVr~*%+!7
zYA(5H9oSYXi7jTwdo%=AZg#mTvp8sZNl}^eE?&f-6_AA*W19pt*+!=AgI4AfG-B27
z#cG#xYL}GQ>fh83%(K_Qt};tNB_l9>dzCl^8uvmKLk{N531Tj<T)2?q8m%$PL8n${
z2G@XFxc=e#IKmCR&Bv_FQ~Ji_)%PKpGM$VFhl*Q1dDULBP2Exo;@FGeQZ8Q0*tp}4
zx?wz(3Rjho&rLMtCPEKw{X7gnDG36@-%ZSl02{lZ?JVYGMJ|+K|5*~-d+yN!0YY(R
zuz|HuAJfhMI!mW3zC>$apqF;?%;zO3DrZ4akM=H#GPOtxQ^+f8jf4+XopP>HUDW=l
zjYoU*TW;JrPGkB{zR#40qc3ahm(3yv)4d#x4Se<9={c6>t0P~-TE|R~3raDW+%Hw^
zd>KD<-A^cM&8VW=w;RBS_fFZsnbS93a`meU`QV$ah^f8Gw+$<q3Kq<zsOmql#&00n
z4+O=$O&<QOQvdi*Kp%NCn*zM`v)<uE=;;ELy+`^SDn%%R2VD$0;+r76&gWalezU5q
z?`-_(L#$%?inrHZA3?B*8!}#3kog;-TD54u2Z=3aa1)~+_$dt$H|IokRF=jFCCjeP
zW*2Hj)Mg+bQYVSNIgbF|KpfdJlPC@;8dnNR+0N=0>YC<RS0z>5yX5#e0+Odbn48An
zQXi&>)-A7-g}9}eE10&no8sxJ!~P5U`1MaDTQp;=Bn&cC@B!{magp5J^1cLwTU8rn
zP}iB%wU_CWg;wb~TIRx+Ir@BUihM8#uOChRB#0sFn=#vhonsnG6gcv;^JVJqb?<mo
z3xc_YW&_2rtk!<BJ;<TrGrsO_XojS=0aUR$tB70c-I0*Q*~qjSUp$Ib*Ozv&N<kKL
zYumY%0mABoe!lYXh%XzPGwJblIPeiZR0&9(;bHATD}$Hk7hC%-(!wf3YU2h(-jhM&
zy_N$I%rHIExijik%x|#E2XxEps)@`$?$h6ZB0!70`2a8;o-b9}oaRZRo0Xm{Qgm;x
zwd;=f4p6%Lt?euFSjvd?)UV#3erMve(3U@(C&U@1G@TZ6&d=X?`?H(U9=+<8k1n<X
z*{VKL{+(k<9`1SB{0oj#Zlw}B-;dBjC!m>?gQbov>)iMH7{#0h2ix`i;Ja|9^bMI?
zJ9*Vyg_@L~y<_VMJM5DU70%~eXNuuY-tbb*wU@*yCGFbZ3f8@La=1*VeTL5;oscon
zeoofihBt=t_&|^KZISv+j>JK=<asRtc>W&zfp5rrKg8&s+RQob>TANf@W$`jZW8$g
zuEoz-I!1}yVPu?Xv63B!2vhc#5qGnVXd`$ROm?4dmMKcWE9HBWOeik)FkqElucWd1
zX<Xcv_9KHhXmJ{k+dnz}D!+^lkH?U@JIK_+{n3(@5#Lt|Fk<VOs-!$QF-6H4#*FOD
z3Xi@=az$3YP@7q+)mGh{^ZuII#nZ)~j}2Fd+0CJ)`X7vhJ{{KHB6*{s{-F_-J~KR@
zj4dXYd#^LNQe<ko5VDy78PIZ-IXjB0{s?(Kb^*=kEvqy-RMWefxpIzT<$a^IK~Qz;
z`CdkB_?F3$vaO-zr3GCBP9mN+kM3-3vE(Qv0WZHKUjlGYQcTmn7P_B>$v+JhCxv{O
za&<rBm9g=rzCpe>bcLxRFn#uD<7{QO%JSNBa(RBC=xN;sy3qCNH<jZ$+ONqNi6yNX
z7+!mQu2Hfb<y4zFaGSgt^wrikt8b7TJH$LhEU?!&FRJ+IY3v4~`9L`^iT2KKf&shp
z79E+Y1gWld_B2)ycUgvyi{U7~>JRy@h{~N~on)=E$vu9bkx$llP;Uz@Untg-x_f`A
zQVe@ym_0g7S6AQO9$@}0YC9)atc=4yVGHO*^AqWt=MXJOvJGulF-xP}ou{@+kf~;3
zSqAlG3NP;$M`5w>4a9*$$2tva%fexVUi6%HBwLUQ^EEJu4?=yGCD}hNXYEt}Sgg0-
zvpCbDdAJFEXq>yr=N}|={fhih<W@3H|CBLFPOHB4hG5WJZl>9mZ&r%qdXr5K6wrlc
z*PxvFxfBI7C6olOOD#zAJJ;Yrpf89Ge@!GMk@<lurm#?b=J?t4nJET#roDmby-EQ!
z%Wb<R_iauq?j93O8nQRUCVf}(;w8}-#C%SMl$HiB46@sq@+Ny~L(H!1zUmbuLacDw
z*EVg#HZZble(m$bUs@HIRoCvf{1!iW;9QRHlwzMQjqOamMG$g)bM=J;{pcREkrA1}
z-Pv**)F#SyDb;(=fM~tK%ggGo5fqey@vST^*66p+@c1aT9)@6t9O!NfElpYnu$g91
zONO{MYM_}T?l<|R$`P$Ry*a{Bst25xm&+Z-z&K~Yv?p$CM8%uQcRdQWe<VEbu<YB!
zMqFG(KT2}^0NADrz&?NepX{?cRI+7Hr9xZxJ$bP{W-86tw722z-G#t@@BAv5ylvd<
zSCn7r#RW8pVN<6eoN6>-yhAF!XH&l<#^^&l-oq5%HY_12Sm9+0foK~rL6WmPuW)(T
z8`dQDV6{Itq&!*|P`EcUN$=sQX&^WJJ>IUkujymvqYB@Sj43F}yMI2~1GblFnAiO*
zPk7&RKkd=;PAy?1U*|)i_u_JWe2L5z>__F3AxZCA_TlO9fgkEgJf9<P3Z137*>8@f
zB*j11EgOV+j(o&bAJ)aP&klzAx>y<H48}R8+|9nRT6v3C87DwIdsqAYQ|%+-ACXB`
zrOr>n%WFO_R<-&$_j2C*`3y9EusMMFcT#khKo%HxRRnkC!G?Jhd_V6ME%IMnSAJ2p
z9(fslR+HyY@LZ=|?#SpPuE*<IdqMTVX;fOu$kOnRJ=vtbP1}P(cMj{TsPCfHz1f)R
z(S*~mOy<3$E@T90<sf@rUztMW;IoCxy?shkWeZ|K+N)2swq)$xZj|noZ}S`X=vu7x
zOSl>(qi)f%A+_va`QO+r0X6NtUwP1tQpWEIj&UR_<%vBpn!IzIQN(>X6Rc@<=Y1l$
znClYTS0JG_6Q6PAUHmhxcL)lW48^DS4H&_R<b%iBXHq(ZH2bL_4i=n<HsoL0j^8Wm
zqKwV0jkaH(n{+Y^gZG(<GE`D~XPS~9iWjO6QDmbXcNRz`-&OihUUPF_4Lp^{M&4~%
z6FW=c$Omv}_bpK*U^IRVZz|V4(n>qdv+C?EODFE`DC4PxE;4UD-O2uH^AwE8b)Dx*
z{FF-8dit1}X%bR{GJDJm*J*#dGD=5l?Q&FuBL-#4;>aoM9)NQqi|Tsc;rrg)#N&v`
zu8sJ&!3p7;SV`jpJiY%2YM9^8jp9ip2w~05??-JGWOvPL?Mm@=?3v%9^*HW+yKeEL
zG^cNCH(WHH)3Ea4JMq06YWsKg`5Y)PcNLyb5(?ZtceYQf^~f!Rt*W{pj!pBkn{#Mt
z2yY6TX`Tv(b@4Oe5jsl@QR<(ALk*dKca(A+d|!ijcg|Z^pdDdO%ptHFCLGVHxd5x)
zQq*AO9*MW<L-a3tRJ!IYU5sNf{!qDi$~c(Zv;LKYgxj*1yO`Z^XOE550Y{j^I&|U6
z)AiL?ZTu<NoXyE|Sz$GOe3pvjtkL{joV`){mdAEgurZ=(4nM+@IbsQ+LIomd1|YAu
zye=lVaj3JDr3Kjjz-nz-)~5S+$gBI`j`H+icM_E<#dj1wzgNeb6E2Wc?Pu1%lh|+c
zQv+P^x>78kf48n3ghk$HW_`>AYL(g&;%_3LAF531;(I>_7ox4TC*Sm3DQ$ImmC}gM
zA>(7MezIJstRN@!ZGFcM9ZC3%?`FzNUDeC^@7bRzO=YTD&aLTW+#>ZHRXk9fEWozJ
z1oM8x_BU@%=XHB@HdqJXYx@!s8&)h0KR207y<uBuo$k7{KnQz4%>V&r6NI^kh2`Yl
zwvV$s@r&VGabJ@hKjO3(%6GCW?iT1UK=^_`u`BsyFPJ57C8f)x=PZQ{96dR7fMV_3
zuHC+6g|>t~Kwj)$DP!ir1*Xhosz&aU;0JBA#P9tE-j!Ty-uubl7eC-yoz)uF$-dw#
zJ}j^ZeKWQGat2~pZQNWEtW23KU(mwl@MFN(D}LJH^%Zf+{e-=OS^nJd-kUPtQf@TZ
zyHS;``nf&o^C}Ynyo#OJzR~Ul3f99}pHiBVg(U&=tq)K?1zF#{HeVOVd)rYrH}#Q6
z1{O+|rqhQyr*%xxpN}t%^&E26CGtN;GlxQ4oM+x%xtv|2j=mjLlb0XZ!GaARWqqld
zU3;U=@bRF~WqZSnV872)#(74L@5&4}49Wc~h=?tX(UkkBS5;L_o=8Kkf?a)j#@Joc
z9E`)lDJf(2&fqx>6E9yY$H8I7OQW!RIelKH4)Z0GE=#!)MfBKk2`j$20=^q}e<Lh^
z1-Ox%$BUqxJ3pdo-S$k|xRV9!zL(pEAG_}%F!Q@3ojWNx6N<iZJyH2fCVYNh3Z#5{
zacxWy*Ztp#b&6QZd`?t@UzCfop>5*Yr5Qvq`i*bwDg+;6J6z?qS9{j|O(8?&G2e<d
zHy}^q=l4UcHnAHpBj@6~X~vCCl~4W7NH22H8>?IwD{1}`UKRg{YQr#L)j)8+TD?vd
zF649w5gNQ!JV1-TQtCLbvqFB;1#;Yqe30trc<he<P?+Cg=s7<t?l!z|TIkkd{P~g<
zwa1cjgDURF4`exd^Lpkw3`+NhET?}sP!epO33xYVedX3GpBv)tV#s~mH~e7b<08u6
zkVteVL$zNcr{8#^KM(k`IDbUtj~@O1+sH_Zo_{DSE9rkEE+DW0_doIiojadBTdNBt
zK7IQ1A^15s@P$BXYHC2Go$KNN=TN!-v7ee+^b*s48_n_lYONa;Z`N<<x1Y2Q-Qoos
zf$J?(4B2=b4!5x(?mSt4bhz)i^t})i?SX=|PEclt&Q!P~7kNX#ru#*LPkBYfWm-w!
zjrkr@rbmgOyKJt0@$?Q2XsTLl-34kBxs59scE>a1qUh=Ai@5IUhWuWUzg)a1uRYqE
zr3&%&<uWR#(;o}DOfw6b!h$BP!PiWV!C)FB_O_Ns<c>D5Q=l@0-rvY5_42WBlVs|n
zBjE;#Ns~8+&OeTDjo(9W$m~boX?+kmR#uQIr@~BJN7gesYJ8SSeH@hbf#ONu`R;e1
zPpRTdGdH)5i>7y-P9}@~21<0AM8Tn<N_RTIY#c``-CJTAH4>QDlVU$86fs>(A#})x
z?8*Pd>}B-SY;L-5qy?$FI!1IX&ow7$(G2!W#N$W#I#{Gs0o&F%*4_`wDZEb_+x3gB
zx{~-k$Ewd<q~tOvk?$<Ez-kOd>sqy^f@(~QA=5G8r#sJtJUvAUQn@D9XUIiL-`wV+
zc@s|P{`l?P3w@DB_gla+w|y;h81Vqx1gb(qf`hv$1vHf(ojv)~($8HmW23X5Gp_Pb
z4%^JUqH<xfq$e?UUcr%R#%=gv7f&bD;q@9rMGC*?3fi(Q^U2)SO|h+&5oVF$-HVj@
z#<hNfBm4Kv#xusp$qw*qJsB^~5&QZ=3QVdz_S%z9pCexRUg6p?Tnc6tm!D2@QSrUC
zu)M<+DjI@T!TNrJ>y7@PsxtnDX8v$p-Gd@2eTDA0kh%ZC%~?>LVzuzuS(|7Gr##+U
z<R)sixGBLn3=K()T~sK3#2Uk&n@%JA?5)<c0ut=cqQ~lx>%s;$#l$4w-aS^T3B>rj
zz*~|VTk91rn+xlt%pQlEgE(?_2ErSBZXX{LP#K<~8YI)o*UdMuJ;mnkpQDo(n-16L
zZ_f6ow(8`&`kMrbG@ao^`ASdFq8G-l8%f1`pLSV+RK=kt{oZN^Xy2>!vCMK&2iXZl
ziyXgrLH1?>y{@KV#sUjL!`w!;meDL)+1JipzLiUu9DAs+!Tc5exCaA@EeCV;?>Mb*
zZFPFHAKD6BXMJ+%@@1F|6<pkle)$otgf|18frp2Oj&2-ig`b}v3WeHU8HGCd`yZbp
zzSSHSTBHi>!&Flgf^1``*c!L>@#Dv*hdq;%zhOoH3edV5Ej$ZqN9_mmZ%TNVWcmz;
zq@wFJD)rgUIBE>v^=?lDtFQDL?l#)aSCI~jdC#Cn$z}4R!agCFoaI`U<PJ0h-uM;H
zp~IpG3SZ;f+3#?yG2c#$it2iKk&+>L6qp4Nd}dyEK04SP=K6q6)GBIQ8Ljd^KHSbT
zEIT^DcP$R&8P<4jD#F;nV&==o(1WVvLWPRZni|O0z%xoPw#`Nwr)p3+>%P!u`~B17
za0<@h&kiHNI$`|wm2tg~>q3+hc^(hs>MJF1!AuIOJeEbDuZ?4Svp_j77xrC!Byx>t
zJo<OSCT&F$&Bu;yudwZ9vVDlm8-+&8DE2dyFN{`|G3XcZ`h5!~XV+aBsXfNQ*r`7g
zWx>>qTUVIAVuoDjGUrvZuZLctv7$OqSbu^+K}sQ#h#Blce-0xemP1gGNzTF|Gp;8M
zlo+qp9>-e}B1+U8-#@hKND(T~&e7S$&EP>FW*1)L5aHOoJcrjLjBL93Ki=Lu-Es~r
zk|(QVnwV#Py9E-tfy2dS*S)#==|ki4Y~pXG6WwtpldZL`?#bQ;_5;?$$WR42PQ&l9
zlw4}Bnkt?&n!RPhbRn)2#;lq)Ty5F*hMJ#&v;VBW#x+*=7?K)WBtk`b0n25I;*jwe
zP`%Ik7}}WV(w2Eabzv1K*+8~-PL$-{d|ug@%d=<l{Y%PuI!bDK)z6(3E`j}62K6fi
zU@QBxwV`3P$%6KZu`J|Xe6dkdM|!P)Nk#bh;#!z-t)aAjdSIW3C3oJ+MqDp)1#d_A
zu8w+QV7#EUbfwz6`y#HhkNRWgnqwZQFw8liGhg?yDfYY{S0bCoVp)|R<~3QX{#HTn
zoVPiRvhDp~o8qe2leCelCF-h(P3l`wQ0SA8s!brOeqL~1em%oYX!MhFhSoz-5iz9&
z=1vVd>Z%gc<D*HbXX9T$4Sbrg^Ziz~%X1+NFJezCUKh4SXa20d59daGRC^Z~tiw$j
zM$ToVcZL3xQCmFcNU8mHud3AHdK0aN6N~#ZjlYCJ?YCuHyu*)jb<rZlDs}8Q+f6=3
zy|~TIZ*_H=rF<#_OHl1&i=<l6MO^7G=IfyC^~h(3lsIYN4Aqzx5_zBe`0>LcehXC6
zYi6l9442scC@&25B$=qmd~J~sE8{WWeQz&UF{m4O=w=>`P4mmEd?UXRjTbLq1jMwG
zaV|XiG0H?cakHr_4?;NfD>ug9Js6XeWN<?=&?!qs-IU^D&1SG4zAuI3c6D}#r9*Fu
zdBklf$A5%AR1KR_jOW;W|Jo#g;EYA7m{-A#EMPob!kJamtIZoO=)Y0jD{5s6018_G
z!!x)pGa*w;=Hq13VwIH;=_M;<CbwZ$>1ed39WkONOJLXcwyJ)lTJ{wgjX-_mb6CSE
z&;pzK=FPMU3o6dvAV7;#r-*j8RxwU@$7%T7=7-%Ef!xF?4pD>(vX8qj#>Yh+_LbUi
zUKhMT!C?bAuU%rJjtw3{L40gSD{Ok`72amzRzN=m4cCM-Om+*#fo>A8*7~1DQ2hBb
z;7rgpz;LAlH@=(VgtB#VazglzReK?XY(Z~?Ox!xqZbE;gXRR>bZ-yvO;ym%~B{0Rz
zx#KjVPpMA9hb{pF6=&mgxVIT}me_IZz06RNCG<`F($bQN|Dn6B+7RgQ0Qws!$SGIA
z&=^o<H%Wlw1uh}p>K*!lwvPJ2Y>JZw?>&1835Fe|b)T=Neq-CE2{V%>fT^{tkZ9T2
z+ghZoI%~Q*hUU^BkYu%~blY`do6*0abFJKUJAbn$T`RuSanwL(1q#Du4$T6aV=*df
z<+67nI5;>}65`#FESMo1v4BRj$<aa>deUFM(xEwMsSMRvXKo0}-AF){MHQc%q>087
zG8mNu;{lM^xy#r4YW@8cA}y$eiFSVc7zJW@iEH!jElF>;@$q|K6V9gCl@8x$W9S+4
z#6XxEywTd)=0lH!dW+^>Aof&~JrtvvozqL!OKu#%xQq>Sl;X_W!8S4bxH$L!M)J)N
zFF1OCBBs}*%!=3GZgg(W?)?<&%IV^}%{>|Sh-p8VR5!#Re4W6SEf1G*tG|C}j!h?7
z_Im#O>axB_4*!m$;u<siHU!wO*Ju3EuS!j7yq`3_iRtHI-Dn%%j+;37z*=-8!M%I;
z093ohXYq<`eRFwaaA-(BY{%lsZW#HX(+|23C5cnEfua`k-2hQ1a$?wx%0K1q-1R$n
z{=P=w=wap{_EJ!-U4M2`hi~aiKhVje-$no{sPda*>VFYX-=h;2e!e_hdivazxHnze
zVLOx8-CKu!fm12-mzG{&G#WZ+1_+`fS)$71aE}ef_BdG+?D5y2bD-^qkqi6{j{?;L
zZz4iMLJj~_(PM#UE;6MuTeil<MCEbJC79GrRsUwaqfH3VN6rBD4ma#%s%Md{i-?GI
zC5de>Rk#j`hbZ;8NqHPR5501e<gRTTPD0<!35!Mq1O#9O8HJrf$X|tpiTdt*D(TNN
zD7E|6yc$F-saIstQhR)q^0=w%%Wt?jIt1bU2M@rV3@fv<6sApsz=1<@bP7;D+m6{G
zV9Mh@TPue}`uxzu#;;%B8J0PcOsb(0G<wC_Xqzw?e_&xXc5L|)T4C(W1)(orT6&%0
zx_aV~x_~9twS!$(+cu<e6!&Lc>(#MNF0QtCZssYaeli@8EBHW;bz<B1p&>yKe*m*G
zF)=aZ%I4C~&HW7AYyn~{5mC|WDtYf^!d246lg4*uyhI32wkXtcboBJ*ASkK}xg4H1
zwb&~+Fa<S93#a5px$k@YYkJ#<hX@l57YWAj7*ra#4`6#0(<SU06k}m`ifEI8FJC7w
znXkzr!>S`0^!jh_8*CW=oe5!o2Cf3Rc1Kpeagdp73d*=U+nM4yHQVv@Rvlt%#^;9c
z8Zby~yWzR@LT>Zj<Kt!@7ztRp)-e9Z3KfnLL1=YDLqlwLPLGYofzgeV*AW~RmX&rv
zoViGGiHhf~Dh8#|#7vC=!BW0aP4e(<%BF<xjQ&RlitU3HuGW00k|g}l0SC?9r!4C4
zgZb7gJ(d-}Cv;>HCPbYSZAMd{nO-~uAxLFal@cqQqY*qlvjr+4A<;69mNuKqH}=BM
z^nTzhsM#6@UV(p#%)C8GYaB#cQimH*lC8tFI%1BI1O+F?I@yz0^yYK|fXacyhdT`p
zRh2zm8mX1KOv0tIzSeVx))WKw*v>T`$kn;CXRW#vnzgeEz62AI#(i>Xd_#>M<A*fW
z4gF>-=oA8e!ojA<n?YwUFANsIp~b~<xQ-Ml(;{ZR@{()ky?44H%~u`1;kHJcq`Ws+
zS_~VnoX?E?va>!_s@c=iv%ZU;L%LC1`CX96O8*Q$+ws!@oq^}%<XHHUh@=U7@i~xi
zb<z`%;CIKWbl*y!a;To1n24b-g9Xt=i=RSH<>(iG@VE<_+-QpKX$&QZD~!E7X&+ul
zXJ2^u@L?_pL%+N@1wq7hwIIu&y{+0g2d4?nj{_+H_Pw2QZTxHDR8#5Kumh*;G3P6h
zF9ZoLQgC#uG@Cbs$;imG1VVx#1LcLpC##Ar(;B!$LjlU9zzPo!50Aqgf=)>3>FKu6
zXU-JYq7%7!SmezmYxlS3+S8QK30C}YQbtxDw|O<o`>nO-qE}F0BGXmhPo1dxKSg#N
z>?Y3AZz<bXMTILr-|({|Y?6<lyo9V<2S2*Ky}h*_qoK&CM|9zWVv5KY{j2hi-U4Xc
z8tl8Zr2qVRxz^UTEyl)%#gnaQX3`5^<Ku0Nf0M`3(ny)-k8IzcH?On>hr7OhLAD`r
z{!(0GSJUA3!172+*;DmE7@%uD3|WjnJkLN@?mQL3M+1V|>m($&4Xh?|sW${tvi^vr
zk^MJc7$L2vmzev7@urxuu`%MwTpX(=z~y(mm3&S)+=Gw*yy<2yf@X1`K(~l|h)U2-
zYq<SfXW)z1UqFW^fPiz_8w*f-3&4kvY`qK#k(HG#GJ_LQs-7&^^8BZyq-qPFG%2>v
zEiG~IVgQnx|DLo(4gdUBRc9U=h^iVJGbwX4uJj%H<db#RA|^~p{|0Br>{;gf(u9DY
zTAZK%SnpfZ^IqnnsVU~mmoESe%mG>F_}=uJj2E3TArRQ9*;%HG_)QO&h2E^Li92#=
z#_7pS`nO~oqbS$8g;M*uPPl2M8}f1W`%%Bunr)RdQ5aY8OQ@C5DdZMR)D##usMpR+
zg6UYLyV6n27eExno!Pe;Pa6GjZtz4si;g5H;=zER*y6Dy(N1QZ6JR*dT(R|>H_v3g
z?UJJVGSW2nAt8Yy_BpN(31}iaQVQ00F3!&CXo^yULqP0-t6H+A4kr5a4W<30a!qTG
zHU~|0twwVSP?b-I_?CZCO#qv0cBYA;>+mg5W|H$70|}*br*%&(5sQ9DIBkCbqEUq=
zm4xz_yH*|PoXU54d8a4)hyn3%m5OSl62CHP4;o~ZKVSb|_{4R#v;QnRr{U+g-Qp)r
zk$je|EG<frH$*^y$b`_QwzK0+Z0Dj|T;T*j=KjkIt&cR3S`t26APV4PF6F*!i=GC3
z#sDW*4LHkZ&pyR%78;mZ)vmswJxSl_iqAiklPl0Gr1y9%NlA&E9Vv3psefeQfMtKH
zymzpIsde360arzJflH_6*CvvRt*DtGd|%TgA#DA=vDGZBZ~C?&_zt0;=;y~kJKt$)
z>qfF@#5RaNEfbmA1akBWCu8o&m7LazMS<5qFSI>yR}?NDa2kr|sjgkS%^!U>of_ZC
z$97WG8NhLe4%67S;53}5Ixss@=I_79WRz<Bb9gJeyDjvP1TIra$n2Y@fYZGnRD~4w
zO7LpenLQTzS~@#bTJ|k6w2&I;SDOGK>s#f!+_t?#NA9Hr0<ERuu1lmAN$M~*ZG-CP
zg(WjuA@3L<m#+&%J79U)89xHhg#N-WE}ojH8eo3<r1kqNpzkUGRj~ytrM$p(-~)or
z5e@UbdcgoWMSN>#tjcq7%YjHuB~7vhQ}?8`4`~IJT>i1PwRHqKq`Ay>IwWqlYyr^&
zVX-u_E_NjCdhx3#R+mrNR#%vP4Fm+vTnn_x;zEC}zUx$D1bS+4S`n71YJM-t44{l^
z$i9cP^cTQPfj(<oc+LsKN0DDNPg+MX1Nrn9eY4Ft!$MwoadEvb`UYQ6u+gOlgmIaG
zEaFsE?ILAXT^TKN!o{&t#7Zs;L~Ek~p3$!IaDaZ2O{ZYfnjdkhg+1K{W~e2FznVRq
zNS?|Qu)hFrDcneX_KggL>;qF`fNwQd7KUXOfY-r31FF56gA}{E$_?e=;CSR$7rkLw
zNK`j-Vj{-kYCv;yGcYywPbBrzR{`9cwx?F4o1b`a{NgX*@c|J@DIpOB7cK<APyx!!
zoV3A8y3`m!13Wn3c#OUg%9$WdYAO%3G;S$a#Fc%Dxk<?I87i)#adg*Vn2bY@XJX@1
zS=sSIP67Cvp_Y*&hzbaG0#NL^nHk2?07Z0@c})DN-QS$)Z@C)Hy*AgGmQ(MGbBBan
zsGxdtzS<X^l}1IfD6iVklOgB7hs|QTxNCdo7O*azVykXT-<<(rjefx^ARs`^A68~z
zamt~j%&OzMuCA_aF?M`Bnr9TM3*LgqcS!*i-UUpXj>#1TI81HnWV&Bkkx0H>$Y<;6
z>)p&JS>ZW3B`+ED+g=c`!ZxT?QUG`G^!ulYEVv(=c6QuQuAB+O4nJ92<_O8Mg2O0?
zwmIc|T&fVhsztQ`ofxBh^~W~f4=SOz-<vO;2>M=pQM!<8RG~qGuh_!=WQH$Mx$rVv
zlaI($O%hRjX9|eK8#ix~Djk-5#Q=dhJlw`8HNZndLkkMH*$Y_TP+LF9UbBc0w|_5D
zkp=juT<x5AjxWrIB6-{xexJe+1^9$0<o4~`AYG9l^H&n5)#&qUC+pud(GB5eW&rgR
z@xTv6T(>xq3_{4|`!l;NaN^I`%mA=^5PC(KZwH#n0<taSY+5^$;oN?JvIZc=VYE`a
z^((^wuLzT><^$<Kekmy_{cBFZ=M}Y^10Ic`nBAb{<I7x~*IRy|V<EuNM&-{Y018(|
z7J>@sIEJQ^&wc=4xj0xrd_!1Gao2lur3T3AB^noAo@?@LU~IG1YHL{*kI>gPrlO=)
z`jAkD5YQM=3Ph%6W@dcX?<Zek8j-wAOkC@+JPf!iL^2LAeKvrLMJU2tW?B(148M2l
zEF)w~tX;(7GF1&;w9-eB-1*rb5%AamUiWPz>8+n!vlNhU?KyCdpB~qNBoI3<rf8;3
zp_i{*T9gUG)cc6&Xt?ZWFT`aA_U22ZAFI9asH45bpEU7M5h9nEWiwObY&n38!1Ktn
zO|P!P12-+1>N=ZM8UKO_k^<57+L%|jefP6DBZzShj`mj_0Q=Vc_8y4Ml;T+4X&^5#
zaz0hc*DW+};I2K;h>V`p_KByy43(^i2SL|Zg{vIXB?Y*pkl)E?#J^l50)SWk8yb+&
zAhJ+R6=3CIVF{Wuy2L%j03otY=2&4883jh6DS~DY00{7#QmQrhxgAlomH~XHf>^hz
z<nHuhK`r2`s!~!$N^E<<`rfg9OQ_&N4;qPqj*v<M@i9;CVRNV{C@9Ftrk9r?U<M$o
zrj%u5>%i7C0_elE)KpOrqGc*T0fF24?G^e|Kf$Y)v^BU^c3R)H0K!0x)T(C__eB~2
z!b3ZAg5vUE_!X1?E;g<NT{`Y8#_c=m*<&oOKDg`u3xg+KkU!N^WZAa2y~^zzlu}g{
zRlqG`&`8<btN_Pe3ir81PR_V#1gMKNe(T7%$j`RDvKpKU>m1WMEjuy)qWTe<^ML4I
z2iu@jY6e1FORsxGwUusIdKm{2Yha&!zXcN&TXn=5Q~;Z+G{BTI%&A{w0eAznjvJUS
z$nC{5ID;S?uz0ZLpI|2Gov*A#=+FE`Ak%8HkW;!*b01QZF^fk0`KRLI;>>8kYCZ)Y
z0Ep>l5+XzPvTc?==rBqz69!tDGE)zlPjG5{*dDeoXh8t-%Aq}x7pRJq=Sr$Yn$=A2
zx=bv}t$wcWzrtw?wt%eg<T-&|zIqhy%OiK9OB8>bg#b6w=rx&2Cef<$^72ZPN;lT2
zP@^|$gnY*6gzpFO_r<YjR)m*E26I4iUwrG+IF)pgE(I0lh8JMELc6tI`uj*Ssdx^3
z4Rb{z96%?7V8#HmD1IupY@;CR1UX7ZMre{H<UuT|{)0rpf1~4G6#k_EFFe=vFZSe<
zf%J7E#ZQw93v6w8uN%VBuj2Iyiyon^JG6j4Z*Oi&xX!lc8&_rSs3Zq&0UHmNwTN$A
z*A&7ydQWO^{toi0?_yq=VgeVZd!Pm`{vKMo)F2Jq**Vz|u0%8jI?S@?34-O~R+{|@
zyrd4+>I!O)fDEc3xqbkJe)k|W-?a7?2}!KJhPb_BYV3xBSB4QXPD9axRWKIlp_uQ^
z8pw<wDn1e>V85I8CFhvY{x{Gd4><*T3kc0#`g;@f)yIKHdk}IdMkkB}pJz}bS{!Wj
zMw75e8=dfm7%p%TcAgd39bl+HD9Egm`n}8vPWT8Np*if-s^|}ZEUYmFP+-@2&FjGk
zr-Q~<R=6O-mM_Jy7VOHBj7RZNAy1XaByGCs^l8<$V#*bh{S{+I0ZYv41Q&LGzp)nA
zm|ny(0a65v*nU9#GJb*@@d*p-5wzx#jWAAeu_%}V!gmB<5x`?$o!KO`EG5(?$Sq##
zI@W_0y$Gp=$eUsy%3zEznb~5TdQ*MozxflstiKdYXRDpwT>trBbTwxzUh?gJFh;q<
z`7Fa2<QQy{<X>cR*GNgEO4*)b#IhTIXcxlxu|LK{0ZtbL!7CEp2YVw<{u>MZBP|Le
zLVAHx$lf>`?Qc@AbxMg9%s|3|HHYz*@Ut&%ZHqwg6yUKE|BY^=)4Tw{QR_(K+rI-l
zw63&{EVQ6^#@>TyA7q93)tejCWWX>WQj)2o*TFDyw5vXANh;n$kV!cX0fn3Guph`b
zE^@;Hj;B#Ikq!}CB>z#1!v46qR^pk9N4%+W;X2&HzY;CA3t>EznxO+O@h1&Vek+gq
z^!|TCWYShw>9B2=JYVzD|2#Zq!Eg%8&a#XvfdIa7RLLVAODMm`hn{;~m`JG>ivs4<
z0x&-3h;NGeto-P=A9Tc2xOR1|-ZOjqn6<FlWw#afAe30?im?CJKwc1-!r&ywA|fIc
z<>k%nfCJ{#Moa)iCFb;_{Qu(XE1;^{+O8E)K}D33kdW@~7DT#BTDn05Bo841(%s$N
z-3Zd%4bmLCJO0J>UcdYLe*ZTH<BT)ZA$zaA))VuYbM6<Im`2WU{|f^>S^(U=)ePx7
z?>i(U$P%u?bP{>Ga=6o|`G+@>UUkFI4>!6rVC(uF8fg=GBh*O`8Jxh{fq5>YLI2$-
zeeUYK#S>}#k&Eo%OQroxb*L2j`>+Qn;2%(43JD33vfye6{TC2r0!JXQqrrAGK8CnC
zW-+&5*+og#9K%{az%wWX>BE~Tw{P*>_9}SPejRxwMhuB5;w!ZB`fM>>=6s#8?f5KV
z@5mYXn14yj;MXx@h;}V3+--7$O=nCvY7f1@D%C7H)PDF9EVXW8jVb#~q|}8tkEiUZ
zEvT(}RV#X8xE+gPV_D98sZXtJ!XN9IZLsQgJcpt>0K8-DxH}>=!1oXI%nsqcM2E+y
zKttiBr+a<ZyIbkW6<XEI{OJubDQzSid;Pw`co!xoYfJUdqjXBXTvKcHU+fX_&V9<%
zaWZg}mahdEU2aQ04Zf;jTsEX5<Rj!2QyhBf;CT9U+=ACWS6H%q$8O59I|^q$|1|z^
zWP3c}2X6eMUnxsjgfDeaJf1^=<7a2&vdMTp<2gZmX7t^@rG!wFZj`6l4H+El*I6E}
zf=Y_pvF}yq*`ge;fx$WJ(}PP1^yAQzgu}J|NO~@N<Wo%oWrgU?KRsRWiQ!V}Dvxh_
zWDtHHy-73|3(w@gY*iv`W+|gg8>>e@t=!J#KE+hL7QEAi#t-7=aOFpc4ZXB?oZT(=
znZPpm)G2Y1prJCDo1i1P<c=B7yyM-~V3%KDCF$|}H2nwB0>)o)5A*HMj$p!r{3_7d
z1tkl>;&RcQug3kl7k8&549^E{Ba#<kQn_XL4c6xe72DH#D?H;>qt|K7#ahYpU;@m=
z#f8i3Y^qgu1^-9LaWkcSZm+Xnxk8=hw2u%&VbH3{LTwnEm$n;y+V!k3mR;~uNQ2?7
zf1{!;T^}}zr_+U!ygj9j%4b4`={XIWzZ?|s#Snzee9I~}QBEb!023o@w{x<?8ioj>
zyb&5LNK4Wi!qd`Ucm?~AeHXx_X?aqQueAwzU%pJQTmwZN0BTTPXq`zRmS*up{s}FD
zfu<DFX>JT@_9B~^c}5BCq2l>W+og)!@c5@6RqsgdYdJkXZN3w`3H96Ny()M!5n0M#
zY33$>qRdV_f%sPtg?&P$*`W6LV!7J_YHM&d%QhV?33dUjOCN?x-JK-5%Rrfj(4a3t
zz4%jlY^|f|@_4PS>GI3*iQ(B<2pF+wXlMXF1D@@ZKi6)H`nj_<A6lsdox+Jnmr~($
zk!6bmo;+1>yY6c)h^M}e;E=(kXmNAJLks!|r|)S}OQp-3$g9uNyY{<c8K&MPLe#d8
zoAr$!nVFh)J2krH(K<?fF2Du9rsE0*l&!%8FU{<`XKQW4cUvYq{J@Gv-=ahx7ve)g
z!HOOOj)Y=?3NvWh&B7B)BIdz788}NHf>e{|!dS)sXEyCY0Mhab@%N^gUCKMY$(%c1
zDR&3H+7)~{FZ&vA$(+biB*p<{gg*h&4G&7^lUdqp&j4Ij^B(w9XUWi0UT^N+VZmN2
ztR2#6plzgp{WcFjc_jdaV^5?wjWug?JlnuNdppO=1qfyb(a#jaQ)8yj$%X|Eewl2z
zi4zrpcT$61yz}L3Nlf^H?N3vKcOXQH9}RX_2=uavB%UzRB*y5p2ZA}0Qp8^9{MQn-
z>@tQ3hBeUW7b=&og8F*$MACBMkAiGc0sms`YfZH{3jMS!^_n_sX^#4OH7_r7DM!Mw
zNMen2uV#cp+XF|0rhJi$6brxGA7vJqT?J~>;d6rs0WY`fs}vB1)33HDs&QGZv=HWc
zp8Wa+x^M5hxVQjV)G2=(?|BerDRrAE8Q)Ok3toM{&iDAK#E>r1^@PNEFoSLP$1B|4
zASZS{@Re~E0I22k@UUEJvPt8<|1##^74+X(4Y)N8oJr<eU>#-SG(>HNcDP^(CD;}w
zBn@YV1C7q<B@OOtZ&8)tBSCd6mDxF>h%)NQ&k_XG?5TZ71==;W*Q86kL>zF=zgX0K
zZRkNhXy+8F4P$eF=x|`eiXE*4_O_18PYm@uK2M2@Fr*uh0wbu@H>NTJugtB-@)ubh
zjtr5I0*i|1b_o9S;_ksHtKnO3+h*i*jtVxYnlx<CjPWmVS0@-T8LAH%oQ_%GCZn^3
zN`hq!yqvJU&r|DD(2h(!<jb|FMxPl!NZ7vFxKl|7@BGVZhtCrY9svQ9$uNj1FO;?n
zvO6o+u%b_RcvoFa1Y*O=!7(@wWnLrVH=<RV&Tg#km`@B1_x73rj0p*sOPa<D@y{(>
z62*74qQ$%=f!^M|4^8_)aiLwvbMSV)a@%iSTVcpR)9hPjEAc^y<V8aMP22afl-*Iy
z6KLdGx3;ZU_pffJN%{lm24n}o8Q)!@RMed_^$o@bSA^O3v4Sy!Pahz6iB#v}I2=xP
zS6>l|sk!6h!Xgp?m{0@2%r;bg`9HQFe4QWPkDG+TNv!tI8_hT@o~j)Bdo%r3SdFbQ
zY5f&5w2st5pF~I?gG!#`Oy0x_?AX8=O*mCXY`p33QoTbLCOJ8IXJ_XizZ^vP{OL->
zVS)<ALQn~kT)xupUeGT{lR7uU7d!6NEaHo?7hPUkTm%g#uX3}+@y6))@82g6SUwH@
zab3!a_}b%A0VE=cX4y2HRPR1%<u;OkP*XOL05aJdUCr)bwGa`_uk98q5)X4}4z5Xj
zi*+OFt<*5?wgevw%0#Jwl<Awq&`>Aae5df<clvjQfqvqWxP5gr6Lk3IQ`P2ny;jS^
z?SqV=i}x%Kk#GUoC<3r5^txid|0*2+Ragq+KVR6-HIhio`N?WRRiK7fv$$DD8+Vlb
zsZuTEhl><x{L%J?F_u_Ps1GrU8a?f=(-L$J$Ar}ja^K|<l(3aNvQVvaYae|{>8{?J
z&!oTfXOkm^O!ddiUtfY&Boa+BJvFl;aV_Yzz;dG0+qdtpPW>l$HLP0ySej@V{EeZ3
z4H86pvn`Xr8r=A^R$(NG;q>dgET|lsFafWhw+M)Y*kT107-A&OI9G6g1%5Yi!jIci
z%ur5J2q&pTLf+T6rhujbBG}>Uo;KKC7!bj1Jw{Hc)hooEgWC$`$1?**PW>_H7eRk6
zBZEGU+}~E2AofRH*YOHQDx$p0LM_Q4m15$PjC6`W3p39!)-t`l7qf__Z1@)-2^v%q
ziYgd3(9!JHrou!yXKU&oUtf3`_0~*lwaU^D`L8U;iIDfcm>)el<VyqO^3=f1&R0wt
ztW(MG8e6G`NyOc@t_6^#)mm?;W@gB#NOIXS1hholAk6^OJW_f0`O+WNTgNKQs?UY|
z`G!PYu&{#WnfJ}^WGoy6O!SXhznUA~`b@R0CsRxq8+}|n-Gk<^JZno;Sg|PQ+P^+W
z_!U<$CGi2&iXIUXV0DmQ=ECQSj9eW2;O^<otoh$3e%_%C*6g$m<gpC#Xaak%+2jDj
zF5OTiLG;-AOYYi(KhHly1K;w(oW&HThrz*H^`k?m5;BcyvVB>9dQ2x4q}W0t7vxyp
zT5l+H^jYufyi^{{K6F)*SR&=kCDOZt#63(G6^37VvEJ3Gmqvl~0CEIMk`lg(R$>eg
z1fZlGs+bD+VkD5Mz=iDLOrbzbl-N^t&eQF2se=Xp5}uu%>5iy=ulm>4{)=Z!NBi79
zWtS5n=Llra^w=tkTC^O;Kw!I2u)jUmX%P}@MA%#=dZEqaY!!n}S1=eF+%URS_<WWP
z@iw52p`yUZME0@^R;m=)D;fD0!wXaW1DG7kej=C`Oysuhqa)Jhd;$*w=TRWulCO6s
zsCllQ*`KWsCbxKbA>z?A>cp$7rAd`6LjVya;G6JSA#OC{ANw9&SN^{LX&mk2Xo)@f
z&kwrf3lu8N<BicoS4x>hCdyuG&fI1w|D{SbSsSW&m>DoDKN(@lb@9H)QcH7r)}MQh
zmHM9iN)GpiC;>!-absIc?XTZ3sqz!xDF@}HU=$0WAt%E42PM=r-=#q!Qgx|g>})mI
zPLsN{fBN+C1sE~_h7gf`B7lg)WCAf6S1*n?qnFX?#s7TN+61&xS-T%tHW@odv=gTq
zWOLp=TN<H73~h*7pDv9-mt<2^plL_qJi=kMoy<`XTa$b>bA0IY3?WrydI*P=hv6Aq
z_2sVx&^2@mC6zK(wWZN4Zl-&!&1rJCkn4eX?!G7;0NFk{^``n-<9zJ^T_&FmDfd0i
zS1x_0D5^*BXD1qj3CHA&U8C5g6E`0%a-OE3KUv|M;bI^Q6BPmEb>c_yt(u%u#N3LZ
z`?*_PW$G(JeUX?MggSrm^rhj@X*H;Fg+!t|JLNJ<-c__J+-*5>xp@DlltB<M=`c71
z{L`t{%d{w!o8(py_5gu_acfrV!=KL)1Ktqk1o8G@bOs%nNufb>d(Ga{)66ikKqS%c
zymNmL(T6l|lCksTX+q9O;Rw#>Bk%7kC4cp*u6&*^zxnxDTUlAz*o1E&8_^g<Jui-D
zzB`jwnL+pU_iZkEZb*WWR>#by)BH1KXDUr6OTf(4Yw}Os79YuTyU%9b6XuDHN(_Nh
z`1^8`tF%g)Hiey>7Olqx2%6(#-+yL?WKKo^Ta=Hz7aaoib7hPjle%&Wd$G(S)(!SG
zS@x1ktdkQ;H@uE(_t9IA%PsZEE3zh@7&EnoL`4}QOB6pBOL0NbVVaG4tHTsS>lxsG
z?<Ao9l!ju$|NRShYS$$Ep<tSn7ti7IoE~|_Z`ae+UhXUrs_x7<?pWyeZ6(<DRS$=~
zp$wSj&Nh(qm%W5L*2FAlSu8F|*yDkBy?6Js7j`$?HVWoZQW`Jc93y`!v?O6gdM`aN
za}BpA1pk8>J0woYyV22hKZH0;cKd{?x_^HD7VKK&4|}L^eE0tRv6Dz5;w7ip+UnG4
zm-N!8jSm6M<59`SX}ahh-b-^vf-d4!oyX~g##IMf-J9w+r=mKJMhn5APcYxqSKwW-
zof>|@@|S70=6Z1d`Mvwki!flM5_zbpsUZN&mXwq<Ha1pMQ<ImMx3fC~_>EMy6QJ;^
z)mVEI)X>w@dwY8W3<1!uon>TX?5mes`%vS)xVzUUhVO7W?!0>G)P^EPa4)?dl@z&c
zAkcM`0<vtpv$i(8(mXsI8gj{1U$;KyD-p|rhKjl_gsSTP*9!ewr@ud4-4M7MtQI~7
zjS!x7gfp!a_Z*nW)l6AwtBj&#><maCJv9wynGM&SW2>=WD7(cz95uKFGjrEB?z}kX
z*R(q~l&9+AcJGrVgbbg+;NOG6{}2Et>`F+y11@{KK>ZQ`;Q+s@1oH;K&jnZFpHgyw
zq+;uhJJ)qvjJV92W}6kUdN*AL10`^q$Z$q)u~=zo0r&cb@nMat>pdSjxpyL>qCUi(
zs!>mb?ujPSOTIcXdJi*}cT}8dEc@vIj9{ymc>tLJOge^pi9A>Q=KlLB^6@FbH0On1
zn{+P!m~5bf=9Ms2m6*tBhIS^Gx<D=vSGtl4JheFQo)Gwv=1WRRA>icXBp_G>gdCuk
zi32cr8j%w5g1w{Ms)tu5DRuGk&W@zQxZ3Q@I-Z^`fQY5D6c1g>L`GY-C*3bn9_2@`
ziOf0<k}*Xr4*(b(5aUKc!$WQmbnu8AD$vii2SQku3)b*>e;|tI-j8N@KB(NskR|Gb
z7p_C?H8@@QB$ZO*FKX_)$1%>z@>kmLnQDH2_4oDty2`&kDT(>m9STL))+Z<6UtQAr
zQ_I~;qcWdtdIyv3$AeuPP@v^AMKSTp!tK|icddXUQx9O6A{%i6tR2AM?~9^$9~~!K
z6!pO-w@C8{MiugjOZzGWGoRSd5H?xKg#Q7^L{tGDR&UV%UBD{<0H;8IAf}}i7W|!i
z-DA1&$xB*U^Phl?aq{S)`Fyd?wI?FePD-n<NOvrFLs_Rw2yC%vk}&L1nEXAUfg(c{
zM`O#@C6jOq<IG=mUhBh&AwO=k942`ZT1kf!z=uc<K?@vC?ZcTU>afiL*(Kl_+Frcm
z9KW@~=yKerv*7)p3L=(^q9CZFrL|Fx;y6Zqa{TGstht}}n&~9cyRo)Es?oT8p~%jv
z`DuC}r<R<ooYAO!4cvgBR~<L;>1>_7T<dGs!2e~3G`)rEvbbneS0%~q_skyET2J&c
zNBfqm`S=M+K>y8_;ADh2>{`0*k9=`mM$h}d4znSQd=Mi$`*}|^BPdu6((5;L>kXnE
zP_<W<Swu@>*{w)M6{ag7j)2@mG$i;=kT^4KU{O@fbgW29I7UQV)aRQYm&*c-zwlDQ
z`{FNe`MQpmQ27`F)7o;bc%fU3U@|B@G!LFqNlD3w{#EdlaA^h))LSdlb?!`{>4#|I
zp4O2YJ1^44lv+iC`xy;QTZ3gLl1ofAZ4Te3aQz2283ab>&oftJxK+vwSB|d43QyJ<
zmt(zoa@`57%4JYIFk|0w&40np5{ylz3@tm`$o7wC5)RMa*4P@lb`Na4(lc(l+4Dnw
zV5M{zvG?Za`#B2F&Qx6m-wAdFJd@6RR_bA(GiRZ`i6_4?I(4n&GjatT_t(6hL!?Xe
z>wQ5vwLE0iyOUiI00$@QS_vQvY2HPMKYo(9-GmHCY-LdQwcyHQZMOE^4qcHh>xR>h
zttt+_KX%jEwGYmC%52EXZhHS$gu#U)lZ}aqaoCw*&*>EDUXbCyjx87Zf;rm1{FX@t
z5@^lcRZ)w9<v_}l@D({4!xXVWywP?y@!K~*$`8I0Vt3s_cFbF0deC*5YFm}Y3lup(
z+ajASHN=EQb0|bXN=!YpTB)OB@=+FJDhp0L>xesGiXmC)Ni^~n!Gg#Rt<L<x_3boH
zZe9#0d$`Y8b-ivbe}_%#9^yOcN{CBjJiP~2b%xK`gI%#%!?uajJ^wLryj(0kTh3fR
z1LN`yX8p<ZR}waHJ~Lw7E)KQTZBb@8wa)aLx;axD7_z0$%do7(AKjNFobkbW0}Zu>
zS>7fekG*14PhOWT2gC`XKwR=KUZ?-t4%USeO;LJkGsHyp`tcMz*5^bgCb3?`d6HO|
zhcJI_SUNEnqEB}-H&B+#Z-&U7l3@pck8d>&y;wQv_A46-IdLR-mMhzwVM@Z2E~rGA
zBfJ#%MeSWoDG2nwNUIR^27l#>!Rd`TKnJfKl%PbCZS5;5$w}hXySiiSnPM-kkRG7N
zA7khfq!$t#cI?h#ca3PeoOlFi!F~QL%FvH7z1mlLt4N|LY$TOJ>!osq#<WF$ZkRE(
z8@v+CW6|L(SiZS+Q>kJmzKnES9-8rE#Q1j7r-MKyu<PcrRo}%k(<OWt12wd8ioOcJ
z=6;OYjQSh4sJu__WJ_I#PF;~`zHnJdf26awsZj|gB}Gb%iptvh*>w5mp1aFa$S~>q
zm$&P~Dk9eWEaoi}td47u62V>Cyd?A(?!U5Q6unzWNC*&SfniKYf}re6y&91mM<Ta;
zf|bo5-chQRR3d9#9X&+#2LN_2bHG>HE~S|5PtEBg&Ab5W4{|cHZ$;9$KSR>R&Yur^
zBEBQ|fSg{q-j!I7CEVd8zRiN?#H%+s$H<EO>2bG+2}%S{pG2LrgOqD~BzOFVaE^>$
z{IF8(5L%a|>=cSz?RBjHufo-tZif(_^FV5;9IW#90CZ19RqPa|qriaACG!GirqkD-
zWb^kFxAB-ON~bQ8-5)s(T&I(irzx<v-JDyTl0Ez$AQxO>VH#N@y9IZgu*=xxIGMmW
z?ro)v_QPlKQ8uf9``G0*LzQo8yu8lk=N83T`2>D)<|ky3I_Zn|i64)rm=8wNP6zdT
zW&6k_RL%7C85=&eSpRokD#hPBJ4sg7xv(`#k>AtV!fKdUbDZavK|*~9>Cq0ML;kDI
zN@{}-i-^!@bdJwaEXmzfc;Zx0AP?&=PfgKnzq~%UzHX>7y37>vBQ!SBmXYIPVt)w?
zqSDXkUL?7M;qd3+MQ#ce+HTDl5y1{n<H1MqK`HAwmLx2X#oU&r8+QYhl0(qic23vF
zW%)fyY_QOxGJl#Rj!ns(yHB7{lAKtETt#$_>{h-Vb?EnKZ{wIO;ZMvT-rK!o%~EWK
z>usFWOp3-Ep6WB0RYaZPSibChqWzJDr9zSyj$4{5gYI?&uW&q6dIt_s^U}QY{3)7|
zL-Ut!)Q$DD$`awlyL-I_sKk2wHnASsCgsjAM>!QPebSbf0YxwbHuI8I_!taLr$G@=
zmf?r^za8c#xUPf6<^WSo9!Jm2?zH_S=V&@8QXrJ^W#Oz16BUh=U{7<CV$$C=%M*g2
zh=|X7Ki_C-YIdm|9-NSH`|47$Fx7mXt+`9l4Y3=BIeIP*tgjcWg*$4FH$|>>6?k*@
zM5Orp;)=JtRnNEl3XTvCKf4UdhxNBl*qo7*3Aq`QE*bfxqI0mKo9VWUI9q7M)!j=^
zJ&{kqJ?f@JhKZT&cKJ%7esKOhfmX0>x?yj6(r>#3C%0D{%ejPH^;+Cen`27ZBaO>`
z6Fzw0y@G4$T$6&&(8X6H&PHowT7zD;I=W91BRZHFk2NER@#4<(ApvFnNx_GU7#^DC
z$59^5!Q~DpqKPW3g0|)Z>X^&L&<M1eHb7IPV`P-0>@a-#U)khe$>oYjT21X0;8;9=
z&KLa*^)?MTKCem0$ON0!>~XCVJ141-+4IpHte_(lOf<n9veE6CI(x<kLHWiPV=T(4
zln^A_KvZuX7IB=ldwT3T3^%EZeJMO@0a!Y>eOvF@v!!gev(HM}a~DMuKI5pjp!%qW
zH}@P1ycKaW&Hciy$?`%3Vsl9?5yB{{kEK9sQyI#Fo>72B#Nd|JaM4oPt%v-$^wgO!
z0v2;xF|oi`jtlQW+aSEMSGx^rCi`P74qAn<<*ack)Mt6EvC<bzM`CNVYDr~0HEn~4
z*gQNuVNC@O^q7A26#ps*|9ub>UI>ee1EDvP0yIx_@$eu;{1MB%+t65Zp_-d(y4E^I
zFIB8-ad<;X<1D9D_spd2?V)~khBJXn`<k|Q5vct?*-#!2Bv2r~bZ+ui^%H1xWfD|W
zAfnkJRACxu*bFmK$l&E*%c&OLumb2+{&(x6qR@w^tL7NZA_*)fg%Y)|8Ff2}$0g%T
zJ15HVQ1Y@yvQy42chS70HfdtA{QZ+!#~oK{2Q1KMq-(g{hBB*P`uO|a)lBMJT!{(?
zX^t#_Tf#eAq(k}dyZZBc)(aT^WI758AH|teBA(BfJS^T8fN)brqORglv-(=D4DP-!
z=?ByFLLxhB#sao9_rrsy{*N^jtDkAD=G<2cmZ(*#FYH>)hNg0dtH)g-lk!d3SXZYt
zDTmKrl{%JxZTrUD)lA4+UZ7Fc-&RoCK3}5PX`2=pKZ0$P9?vFc#(DKwBWEOw&fxN+
zWxU**!xx;)l;jjT`U~gtoIWef9J_t>)Uo+lYgD>z!w1A+Jo&F=^cB&=(@2W@ua$}W
z(I^$U?C?p$Osby@y!x~E{C8Lo=W}Iv31o;y5Q3qzoRG5wYDS^-9#EL`uaK4dgr(5K
zzel(qN&z`h&(w(Q6qZ}S=t><6xZQYivOoIu_|v58g`pH$ap_z|X83Lbw`sgH54nZV
zq#kQ<a~s=HT#Et{HP5-2YVe4`wE0yw!MQ~G{9wD}MmCrBJJvq=T1oRr;&MT)iySw#
zHawl%sgcc)MA7NwgK#>t<D?6}Z{NP)q_0uQKPxy9AcJsJ5!RHpj`sTB*h@w8v)0Vi
z+DcIyF#UhF>0b}jErwtZka&QKPnIr}dPJmHLeyaI@RZkPL;jt9#xr_ZQy3UU{-z00
z%}KOEr7AzBwt}U!ATQ5PDB!m4Du<5;(Pp&>uRpy*i+?p<pfaFie5xEr)@Mn{&YA5l
zyn(`W%OXAd^{6<shk~0sK@J`B(V89<Svk15XB2kR=ZHOH%<*ukRlloOxECAgb08||
zqb@OsLmz+dPh%d>q0CrLP^trE9Y?KcVqu|$lT#hmz!}E>`Me~Ps;bUF_lVj;<R2J8
z{K>|K*xv#W1(G9ag1;uKTBEAExgI~Ks~A#J#$c*>pwuwzS!}{QaO+gD;}G`McTmWY
zf@9ANrH|s0)hUJO0&-IJ;g)sA!Rh#-P&hPboT8hi+8Q-G(r<}0c4VY`q+L=JS_?fS
z$rPEg`4ma<^5WyEuu$-TfzIs-70tf%XO5UU=OT!mfQ*6Pwc{a5+DV9W>42^inpx5j
zbSqd^R(7>7esgh=-+rge*zE1wuaEoA;Q!D26LB@RN#J#v>+cU_;-MJqq-nc@mNr?<
z*I%KwdIF#Y4kQ!>bgvrg#R%723Z%{n*3JFxM9$_RpJOWw2ScgAKtD_5^p#1v0K!wQ
z2o}MpdMHZpMk^CW36GfUdTRP%f!*hYw1%3#`<=2eQPxV~;SLkZ<UMn@>ezj<wS7bU
zn#xg>!0}+Bp6NU#Ae~d$mont#>F1wmJngh;$?J?ylnGQC!Ltk0O!;v_EEYM$O_!jd
zAwP97L@byqYg{i?bpLP6=sysVe=w4DNj@@EV3^>4fI7j&Gjx`vwswJtt!+L#MEc6d
z>`l{S1Po1RE-DY(@nvqgAaaNyIh*LN$-qwjYu>6p6>K{mlG^twV#7bU*Ymj1G%pWv
z%q=;wGj?1RFo#l=h-hul(OOa2p3O&4Uegm#%|_kSkPQY{+I9238{Kf{m?rPx-W{$a
zk8~jWcx6{!mJ!vcMb{pl&1r4rMlumrNzQ$^c^H>tIB(|gbve&E!Q)_`=@w2jF`<B*
zl+_lr>_jJn>hwe>KoPwN$Y3#tLSlag&VL_AI(#>vtpohLuiD{Z2~A@gY4=v+&+NEi
zlP6xm<%PN;gz<1(cO%;dLh|otDq9*St|Jg;jV`a)^4y%9Dq{!Cb&SxBOObA86OdYe
zANY*S?)jyyrLrq*o+@zPMJ#NF#PDK8;{l9{eVHaw0ZJ_m?gB*#w5(k2eMqA9^;rh5
z(5WeL$rt3;W~xt>aY)JQgXb`at0z8q&G$uatQmpFdW;T@Wcjkn`-&!bU20lc*fi%>
zjtp|)n0a}AK5e^|g?!1ywGIPDdN)3g!>h9{c3F=8RSEoe`9A~)@TohN^kbPJ2Z693
zLNB^o#UkFm6NKWy2qNKsD2EeIJyMA8@~Av@xGmIyRRs`J@Ql)RWHF=<+8g-Jk>-g{
zSEyn|8qODSg`SKSCC_>3gDU6agL4$OSakbawxrP1__X`tvy~8w4tQO?g~h43FA?*2
zA=z7<Dl#uPGf6XBCV6;o%0Ai4iW2H<C78@9LR+#G4%?1#;6l(9WnOTN0~!|V@)jBQ
zt?DDoXBtSn;n5xpd#DXmGc4k9gzqnh^F5IB)AU~(GOtFZJtZ6LBa=!#!t8p3!)5)A
zCLW9*!(QCI9=(JC4Y^$AGcm{iQ7aTl!VnV^gDyRq#Vn?>vT~Zy-vTfXP%oL~_fW1~
zT}P4W;)hOq?8DdIZ6)4L@7Zb^|Iqu<2@hF}^h>(&#j7^;w<A;KES*9WHIiEFWpZho
zV7WC^F7xYCQhvqYmaAp7$#n8QSi4X)xGIa4)E7a;3Hwaik~7-of~m3~hgfHRv3DUf
zGEr1Ei!dVL6{&{Vz|E}v{zZl%+U|7<PbS0Ig`s-FkFYdD0jT4L2HYh;iI6{tDM%wa
z$p?)5s`m@uiHkS)|2O#dcM3fsyc5fTk&m=^h;e`nL-SL-M8Mt(;nHewQ+)pn=IZqa
z?esvahbu@Zv^eiq4mZC!tH&pVik5~BHb+h2cv3&3l}<VlF_L0X&2}NTD>!5|As{Xt
zdq0hf`)X8HUVo(G`Uj(^-1t}W?yA-+Q@DUc^N8&GT@ng-oS4%NW^-8ddbUS|1)Te#
zLsp?vzE&4=2aV~4L!|M;r=94XRQ%b>d{9Q6^uRc&iIwghT->yiL67hpEncTA`3!VC
zGrNcXSE)ON($U{P56V~7g3wRT$*8I=Zg29oOmDJ?is0aS;`t=VAt5(OS6V~iI@1y2
zv3nkeCi$BbWV_^sLl!rP)jfpd+amR4O0!?IjF~qt_Rj>{QBa9D5v(enS)n38KzU1(
zO=eEk^ZszqDg~7dc=hs?Xs1hbNoFX<;=(@4c6fSKWYMoQ%@ovSkIJ;Q;7lQ<xJ}i_
zbIfe6&RrWxqA9PHM`WSb?~yHb$?=Wv@vBC5{OnJny)dGQ_LPw2@*D4ONw4f{3LK=O
z834~aF7B0{*Mqr7e?b=i4paa7jsp)c^Egi1zV>!6hG#&RP9APCxY$~3X}MaE)8zd8
zC-!|FGDrvw|NAK9nqJ!@N6GTHSW}Ep@9fdu%M!ma(tK`ar`>Tuv2Y$3n27xM<>s4n
zsV~hlconHS6qH|!E6+717=Fk&>4p`$O<UYw`c@fZ$!_D<GR<f~uBIeCC5fn1MJdS+
zUhV3uW-pD6t(rOLg)1CFU}B|+^fQcowYtB8QuHcx?(Ir$$v`LVq<0uktx{cqFohRK
zFaOF%6{l}D7k&$@=CcjlkhZ5azMe#PI8;~|D)ncCm@oh2p#LQ?xqgBPQ!4_QHs@1(
zLIQX>_0ckD=pdqdjvr2pP@`br_x$h8hw%jK*u5%+IN8$F1}u}hff}JCtz_zHA-BRz
z!tC%Hq9bo2TL0TAoBgMeBW-Wx1}FOtzB0SV`XE0wi{iMBAQJHnOE)0(>9z&`M4GLx
z<7v5zM>OT7)dhu|ZO6k-y$cGP1dl08W<xN15OyY{C+~Dw6|d=Yuy-8JXBH6=!P-J(
z`h}7H>zVyK1Es?Ou@@E=mgs(4PL8&@d03awDCh9dus`bZ+e#3xofIxQ#NZDlCASFB
z=b|nWO<4*~<ekk#l?t#j+F%l^lD7|0B)gY!6xlhsnMz8&VOo6D<BH~R9}_l-54Vr?
z^pSgxb3vsj%PXJV9e(k1u%R&aV@=9+ERT#VrjJ7pzcFgO1~_mDnJJW8Up$^bjW<_T
zRyH?d6A}uBX`0{tcgFaiKaoBMa4sS?%Rr73;3cElTn&%ksVv)`Sfm($TO{}(pI%61
zy-Iq0QG&FFH{LE{kd}Sw&^%+-(rOPWLsrky?Tbq;&kQLI)p(A!q>JGe?}?;(Kk@;Y
zA^pZrfodbDj)8qxKX%-i;k3h+w`}$fWeB=+lTotx?0w4N^b*|ksT{|BwlgoqxB-J{
zts(a4<i)j<MXK){5cKd5lDYG;5Yw(Loo+jQJ-uws_j~OBSCP|!3}j|0HeYfSR~#d{
zDvb_T{d&aV>A}smk=)(K(Fm>C+o|aMVcN{JazbU=q@Ol|%~z*C4rG^PyhMqxps7hB
z)`SihWWssY2r*98Li#dXGK`ardJ75aRju1_0WB5F9X@6blgbVU2Ba_eu^+9iU=GzQ
z{pj5$E~rw@9gmyF%F0GluGBe9zf6YfiYNSm38^r1VJG&EA;}-7(oHtH#A1iEoxoau
zk7sq^p*-nL;O3;2qJSt)UwfSVekc(VNo8eW=ELc=?y~!TZaFstxSg5mQm69+AkMin
zAKL2Ym5O7tbouZ>S3WHI#@E|hL|D8oGT6=Ifj>^nyW5Aa@9v$zTvAFht8|xnE#M(T
znEd;<QN=TpZ{%_12DZFfLJmUTl#^=Boh<mjB{%yLk?M{shMBS`c<v7^v<lVTV5b!e
zj!xJ3{FqV6sY7pjvT*^0TtPMzu4;J&kEfj&ZK?v>QJyDTdg@Fld3erTx^PL!gn%gH
zJ^I3Myxdc>Esk2v2nD_47>}|CQ;lDS41z+{ZAj(YtUzlEw98?WcWTTpUtqRvQ7eAm
zZjm_5`T2RKWPD2DV<5<|`t%7I!riX<?_+oOz33xMKtRBCTzvLZDBzZ+rl!8W%6`VM
zG#vBS)-8EUkR52bPLnB@{lp{8!_j&bd38%;zeYQ6Bfhyz0haxHPsMgs=;N_zIek-m
zKTV{4ZHH$T{dL6D$I#5+@C4lc6~U?ctxqB$O^m*{xHsM=A6nSzHa-_iN2iB}uOP&F
za!zu~J$w)_>oOa;Cq6(~Ti&6pMjUQmFdt$EC71TP=;f~##Dc)2_cPtRCMIs}pHD=)
zM5j?Z14BXMGRJ}6ZAlY90uc#GO-&8()%o7+QlsPWdq4dBB?;4QwKvw~_;@^1fL|P?
zsFe&q>Gl033P^Zh;MGVBC9qaG*w2BBj$;bf3NHBu1^f+(fum_YZz?8tV<|M-)%y1I
zvdQ{0mo+`cDft+YY~T8-I!<imH?mUxd5aOZswrV_-fR}PuTbX-zo+Np&n$H@>iI4n
zJrzfA*lkgWHRMBR+%i$V#d<BjrM!!KTwTW3)-a6s(&sJqw_AQt%gC4<k{=>@i-<5f
zISFs2YEJ=EENTkbk5u0RA9KO}lK_j}0*qr1c#Z+BgcimQXNo?r!{FmTyR$s^rr6oq
zLXA=qMoKZ|B(z<3S8@alWoRx{EyD_P@#D6U-GxsKs@_kDu}R6jHD(%%vyw9W%{KAA
z;E6EP$AR#wGqo9aqc=XeWKsQtJ=<+XLmr?#a<RVd6BW12ZyAWCc{vlqck@06^jIbC
z%7zswp_gVQzTYg>+GwQTm(B@c4<p7oYpldZU^BsVbab?Q>Q%gZw(0%I=W~#AX^=q1
zEOrN!F<q((1&`NkimApe@kax|Kf=O<$9hK1+mo69iBzukFUV+VGjngnXzO)xczfyp
zt9cpl<pW0<3}0ns<s>j0Ti@g3OWmOZ>2$Xp6VKxO^mSTB?4hNTnX)6_9<4;LtzH$z
z+cCararV{GqY%XscciG^yA(^oO7??PV!oJK#^LdugO^h}D(v<)0EhXRXkJ8SX8Z$e
zuMuQ>>`M(Rv_hNr!F6W3*cB9Or4@elp{4B&?*&WnG1V~Y_b+MGie+WiSXjPXSV%kx
z?}|lj&p3+ns3KHP00SIeEB}i=Kms%>=cy46p12!@moO056w`2`O#jaBdtu;}VOyNL
zb%Zy@-wgiT#`j>bo*M$$lk~?T8Q6;TS8(zubTval!G2$?5@yqFh%?NmPaBUlDo(}U
zZU`VKOMte@Zl&YlttG5R4s9Ptsg|j#OU+KeTTT`ZZL;m`y$&hKl*g%lEu5w1-DEy7
zKeWF_Z}OlkHGzI~I;4fT4QgbtU(mnl{r2sf;azv4;RnPLlywasKRiJw4tzVRl0SDo
z<+$>_d;gp`j(NpHnckqHH~MJ5TiYnaMiHj{4P|IppSm%+_$-Y;+fCl=(#u`-kX7U3
zSE7j<r4ty5bAACQM@PD?4gT1yLpV1o+YC$(|JmtugfM7mXn>uWqu^UxFFq<Y378qD
z&|!n+j^I05KLqEM*Q0;7$=@UG@E2!5bv@^F*n8*u2-#-7Z~?w^N1II{xIi70(t2j7
z0l7Rj0ajc&c*4kuGEH36+_M<TDn|$~#t2dT&{X1MhJcznY8g#grz=L7ONW47l}fYm
z424q9ax=k@h_|qgncsa2M8~&vmq=u%LX$?Lbc_$+!r!VM*!r6i<h<w_*{LUclRc51
z=5Ao|#Hzw+qeHoW<np7vkFeVCa9@ayj;i-osf@Zx+1be$o@RbO^C~`rAEdsGI&O-i
z{G<HW_agzt7T3vA!V!z-V!ixj9xN_q(^9ezq*n~2FGdnN+6+G~CA!RTbIl~^otVux
z#A~}!oFenU{a!UO7z6|a5FQ&g3T=Q{M?9DP0gxswE-o6P@s`Gs`u$$tU%7$~&Mhb?
zC|fR5HlPWQh6eOSV&b9<?{q_WA$M?2jXiKE%|D9G0_@Km7Y>{CfrT?~lq-7Ni1$eM
zhshucG-+h!iS4dyn;(s%Hmp)M<lYS=4eu#uGKLYMfDWmK0@CbPzNpKUp>d05RO3l=
zU>oqfkb*24J1aB(4udRS`!HF*0a4H+Zf#cOy!~iSslgmHE!&CGR?wgWDQ@lpQ$J`*
z_hZG4&=?Q!{@4b@^!``%qG#ch<~ut_fn9bxlcj3_*6=*zaOL^k;hpi{IeY-Az4Qq&
zu+rJNb6Bv3A~(S9>3MyB_8(a=iybBm9{3~(GXMecqfVzyR@08YPWtw!Odb}^1}A$U
z9R#hj!U>~~Rumu+K^fsH9^A))kCKEsu72?e<yWkE>QXDgU0jj&Gwj0_mbKmOCV6Z#
zgMzmT*dGC+nu1r&NNfszMthC^$~BK6;o(T9F2mw+QU<3!O65eEh4Cw_1`UJ-W#on@
zoo%Q#J9T?~gRLl!8i(H24J32vwax9f&dpy}lQJ}tIrpEjV);lIY}nkGL&AC-AhM-F
zyAs!&(ihfj+~-A|=|yxo3!Od?KpWl&;C6cUPn-CG1x~)h3Gj)5kts0t@SGHX==n!q
zff33lB7#7@F95v<-~yt<?ditEklC~6^?5I_L*(uN!RZn`F%K=vZxH4ZxjZLn6iUcw
z-@Es5Xjc0J8Lf;r7`*x;N-ezSb^}5Jyx8a4NK3QVFcom>-#W>eGn7hV8oKdjs;gYK
zub?h|*XGN6U>=EhWw*W;Jb%SD=-9WRPD)rxlpD`e)1dvsH*S^OaJi1{U3izV_SdXA
z<x=wv;67!2o*|lG-Tur2PNMFV{?$K6-<2LdE9e}kjAP^CO#R*rlK%4-f5!xNWIJGb
z3k0shtEpe_i9TinKyt4qr9A_O0?qY7ZXy23zOL>2YE0(Tqv%x5QoC5nlKwNc%Cc0!
z>#4x0$Ye+J)E9g}qHD=&v%D^Ye3^A~0x*Xc7mUsH0W@!Zk;IzP;KDkcfPOi7e)qk1
ze;OyO``;{^zuUJ)1YHAzVFxFo!|IwE2Rnxw99)g1Vo?puB1n4xnB;eELOQmVM$Jp?
zbdrwtrvqaqYKDGX)9C1Xb;|EB6~8!Wc>`T?C!DG>Lh*)Z%*_EB5d|4p(7c4*qknRL
z6BRrtfhg2s3jw!be}7+}{s9KUKU?4z0`>t525`v0TqOe_JHEM_K#-i0ntJ{`YdIEi
z-*)!|I<1sEVf(Y`euMH8N2-u}VLZcCZ~an`?vp{BKJu_vS3g0gNi(TA4I{U%bWz3(
z+^F5Kver`l`#cp<z=Rb7?!CpiW)jh%o}QjE+GBC_e=hIWLh&)Xm6b68-x!MM{#K78
z9ty=yFEV0Yv#QA8!Tw3*n@q*rvHZ}G&~qckyb>Z9=?i&BMyIYv;EUa&6+osl`lH^I
zSCOl_039D7&#km9+{gZX>X}H3tf8{!^9e!cOpm@r{735iKn!R201r$=DfR>z=Hu9{
zhK7dikyDoQF}r>=6gHlFR<g9v`Mw4{tSDEhvJ{Fap3AGg-gQG;BqUbbQxG2$*sa>~
z0x2<&{$A3tcRzuY5NLTLWG?Uzm8Z2_&;R30xvId}?#^8Ur-k~uI^oq=Ru|`sddDko
zse?&mJ?;5|+1hhc7Sqyu;MPWJn3=LH@9uHMxG$bp>d6W4t_zxYiGm`x<n`$3@1lO-
zD<AMs0zQVix;)4?!Z*XZR%L&5)<wuLmX?-aC`fcD^Yr6FiXdimblqdggPEx1urQ#M
z?!G!O2F4GwU*Qr|pB?tZfJaQZ->=Ut0iLiGgX8IT>Jx7D9q1fx9#m(H^rhb~;H3x`
z#$+rn_`FzzHj+wNn;VW!?muGaz5C^G;H@a!I&DuCS5-@_jlfuIo*?w9a_#4L_XFMr
z=c|388`Wn|dLzN_EAK-@G>!vb8tgF+uz_)G+A>5X$QC%pf}3M@4r;ph`~OCRGqjln
ztK5Axu>~+%X)^iZ@O_>X%j{PJfC&$DsGQ)kfYN!WUqj^*7O4d}30}b7zWU}e7?~e<
zZ68;f0jGdU0MpOoZoDQXHE8ugyNLaYyNsY#XE%s{nN?Ku5tLE~*Cv<G@@Zm%gSDQA
zc5G7t15Z`h0S)T=9OdLBra_RmnJ0i)I2w>u@g2D2++3e(x<{en;_}$;sFf3@xK+Td
zkM#BQFm>?w1O~EpWCM0wLP-h3wL}W7I>1o}(cz~|_?uiaSp>0|F=fnR8*eUrPpWRb
zBt%3y0UvVonL*6Mf`S5&rXUwb_Pf`oz*~<4nDs$P?0fe1lM!e%N_2tuuncJP`uo>Z
z+2mCnoiCuI(es+}(!})SBGb+TxNuBF_tK?YEc|f&BmghcGqaRDR%Yr3aM9G&)S*67
z^W|hWI$JIGu7A@$*TwOPh~BOm=z}^51qH=sN7@S!ScyLaa`MxMz<RC`nDa86{7esq
z2l$epS3GfPCxFQj^)%u+Y@Q-J-<~Z6BI+Su1d~3;#3Z+Ry1q9AbWsfkvvbL@_m2Wo
zZ-Dg`uw)qRy=R&p!3R8zgr`Rr*n%f@fk%UJ`%uyMESXeYj`0OO2Zx&Y_;^pkl;{dL
zu(}y7lEIT-%h*XtNzJ?z$DDyt2E+B{9`I9=>$+&ayg<PKR>#jc1@%Kg7=cZg0;1<&
zsHRt>b@$hsk5qYHz(MI523=FjaA-uOn1~3yUeB<!PI^W<IH!{Ojc5IFMp-w5Nbnuc
zU57H=FI!1SNWi+SmaTMlpViuuXZC|h<&Oqn=MjCD)%5Xq0Et1tU@?vAu@JBMX3|j2
zLru;jHNVnueWD6F8%*rIAvicPfj5b>?dI61sJdiw*v!Vd&)Gi!`wLG7gzJvyA23K*
zSQKwtJU6bokMa(?ZRhNTT+#z&y*2F?9>kk9dFCK684dlw&#br_6+Nz^;K2bb(;Kh-
z>&sKiecAiU{eeJ-YZN3`3ogt-rP-{(c$DHADRy8$x<G)7p3M!oacnjQezLMcv@-@J
zi?T~7S^VVBJgRJgnnYbtzZ}JWA$=j!+xx!KxxOdB4!CTI1Ps<a0^{&r1U~5SJa+0M
z9Tc!2=a^=T5lRIb>18~&f5kjm1r!}Tgmt`sVmRL;7;BU~KK!67e-T=!zCKRPkTD8{
zz*_`8Zil0wS1}Mt4-<#u4Q8Vuq8hj84O_^5>&u&)8|-~LCO06s#ZKd+6x4>sCftmH
zgUQa!tdN^3th@v)WVYrTHC;jn+_~JcvdHu%${iAYoa4CcWgA?~<|nJINW*uBj1Bet
z@wn{x$_LAs?`@AF|6ItHDEI9YBjZFab4V;mmiJPmhGQCtxEDWVEoxj&8^%oXve;~z
z#SAgXLP`$<Q6Zm<fPlZjr7o5CK5oJk;H)Wp)-^unfsCij@Lj)v4#Pr7GdZ(?*og}`
z2)`f{lJzlhHNx{nrv=t*ENG9f0Rw?Netv9B@kR)46g7P+q1xV_B*0~ZOHJ|fXHYlm
zk(4<0<HmFT@WfC00>WGVD_X2^c#t|NBp0x5*Vl`6TmUoJ61N5&o5EU-&<pe7KVuj%
zVth@3K<8F$#}ZJw-Fb6eDX8WuQs<;s02LO+Q(?U$KeKxme}LcvU+-+o(5c?@3G%Kx
zJFC3qyq>Ga3S^z@?!do}H-AF3AN=^4@J*f_G(A!>j!St7-PrIR8h$uaLc%b^H!O2s
zef%UeaCtFRoMqX{Ap4YYWJ}E34X^fsf#K<Wl?SzDWo7z-=zhQJNPK}LtF=CcMw<Qv
zZpz^{SK23!AFsbt>wIAZd3+Hp$vp6s?QzX7cH#fztVBK;nZXcZF+(HVkaMT&E4wN(
z4PE&WFyYUJ=Q>4kFKfKLY`pF6=wX7O%1^)0F`o_TluEmxa2k*;kB6T+Oax1Lef`>j
zjs;vR*C`RGLc%nq<{z!AzWMMWsW|Y_(LWg(KZ*U$X;EpFWCA!bKpUw77+@vi*aiW|
zafkIx)uLWdtPV2=J)-2z{yz$VzngB?XK+~~ZNRLEJZWuXLv*xehlFU41zx0P4s;Q~
z;JN>LY<(hIt|OYUjyZ~PORk!ExR;DHIQBup-reQlIN`I<(}T;qIwh(!pZ}b?a*;qi
z@e&8eY>^PI<#!=SM#x85ZrSKDNeW&rAU*az@l=F6?d%?Fgu8poOtn>aclR+AW%@sg
zh<orD-uEDG^W`Q=;XP}s?{3@MTK9Qjq9YP+4y!C@0-tpSrsCmnu{wTl_K5qw6$)lr
zdo%h`1_5wMN0^-oDXOr@u0sas4Ib)6{oUOrz!Ef!=R*_hJ@wxgwJz>zY|?#IFjHlj
z+E-6L9h3rxLMplZ&;dAq=xA$)F}MB6m}Hi8MQ@Jfu%Vc(k-7!r8am%SLK9u-j~@Yv
zty&Wg)n~bMA3$tua+9Q*PWulM5k1ZHMem7f`g1B^Bt?MbD*Z@%dUyy612ch@5X)l5
zprK4x{^%*zZvf;YT*K9YSoC~25IW3cKC~wwJRH1kl7G;F&z*|$yEgdsMdvwiOMKYr
zgo}#{PFEaIQ&DLLhP=y2%K)BsA(!bb2F0|Dl-+%O0gT}Zbyo-7Ay(h5p3~hO%eIf<
z>%&EN3$?7v`i8WVoP2I>&fMJmNZ~aVRZo%EeTUzm+kjis6WTib^VAZ6*m#C7fclFf
zA=N#20`8y4_;(wi3l|a^YS0t40ELP$%)7xp5`WIf)b>2h#1D(v=du`FO(7Vr$Hi}j
zg7J<H-J8TQageS%)yN(WMT3=LJdk-QAOIDEfhg?l?*n_eG5bs%f#0`$jS%#-oz8DL
zunUBwjrn|CB<oP5ab8^>5eB>8hxD&XpNr_@?F|IE)$kg}=V!iZV}g%$w9HSLHhIkA
zz#RWhrk|bNz;4BgH)etq_05X68C{Du5FHFR%}2ENSba9`<B9Xkml*$m!oy77xO3^e
zX?!^CR7@<@LAu0L@&HWg*yH?TSq7CJ_*{Z$l~-4%mJ0FvpFznxd}$RGibLN|z`5<=
zt2JON6Bhy>-S7Hg5bZyDGYt18KzanyDRCLjmoI_&)l2=g<tU{QnK>1a;zDqSfx~i;
zh1}BafUyumW4B}?kNT40_j^wWLC%IvRK|rKdP0sT*9QzlavsL+Ws4|R3B8md|KR18
zYn61wT~t&WWii~@(F2Au;~=j`K-oWUVI)dEoPhbKgctk?-uVC;YomQzf!AbIR9ged
zu+zK`9zPwWzWAfCrh9ll=j<+@_>6-NPIilincCmtjo|FoYqzD;Kpt(EDB#QDtFbW_
zxL-lA3a&Qb6}NHS!a%7FIDwgN(_e=&?-R*{mY6)@-MzjkZGY4!CmHTDH@-&u>7u8P
zQ}FG(p<arz99rs$$e^I4{<-#w-_-{PN=I*R__?46rSkerY>y`>AStKq@9acHMRj>v
z{{%!eUa&cyPzi2;L8#GW{6rO7sV{2|-Pvc;ywp^}%R^mI5>u#*bqF;$JA=!FfrT~s
zf&A3?J2(hNKP{4vjP8kyq%rC8bE=Nn(A#+KlA+fZ_G^+sR@c9*e-UKn%3fzx*T`mY
z<#}`u03m<x%>jScx}j5G!?rmV-lGVd)wW*psH#o_<DpI`pUB^L^6N_-!AH=A0*C)W
zvvbtK(hk8z7SoxI8-D0?A>KTHw)4%6^u<|)992Iq83e0J4Set+GrJ8L*lX}tVy>*N
z^v3cgGF+1JLV&0!1s2Zb?;iXfoVZYvuxO$*nG<kQo1D+FRw{z7x(EMm4}X0rBjr=L
zHt3BJWL*yJsWdq?pVfw3&3DbVxI1T>PB+9`Wbi|mrg4jf9q$$dt5*$x=F}a+BKmmb
z>>lqlGLS?Q1vwtilGu>)%(V;y8wr5G-Ci9AK3v0!`5nSALR^Ex8o=f*VbBDfs+bs}
zY~E~8>AOEg53k(7+k1fF)nNXawZILK%0O40W?>)`q6Q!zTfg%{WWJNDSvhniM%4~w
zI_bYV1H_(HgGA=CE1;%Y*MBWVOADIm_CP%Bg>M4?v(Tal7$Q*B>QBVENBNqK8qkTe
zUjgd(r|ToQFJHb0uUgqyrEbKNlar4<4_cmnm3*{s7Wh7m8?a12R)P;#B4aRnA;9tA
z2~GKcui9b-!~!WT|6cMpV97N>h6n7nOsPakJuV4)M899+jNh!ABow!A-{5n~1@)*!
zptbw`ycb{3it_uwj)VF=!#0*|IucDRqN6<Nn$-FJ2nGq4-Tr1Henz_<2Cg|}Yhuq}
z76+cka;IxMk3hYK(j^Stiv26|#?i`pnGjk?ft+o6ArmeA;$k-8BUmIjoF@pi(JIm;
zlZ6reVuzs?p4^NFe0#+~-K=uB7}bg)lBQsbJD(_vbpJ>rD)1yl3m!cv60-UoV`uMH
zZg>{o^iSx70_MSk2l9Hp#%40D`7J^L??uQ$yoSFHwYS7;+ml2~LQ#0W&1~{!xI|`@
zV|Y@Zw%qiO7~f0@Eup^>Ba_`&`a0=I;xuqLxitIzCh~oG9@X_#*SuH5U`_yE31>!5
z?d^5NhPHn7&<+s~S$|EPQP=ox<4;4t7C_XQFKThrv^T4ZJ2s^n71dPE+7;R@89ToC
zI2CQMp}G)H_=M!CeX0$&>ZJ4Z=|!^@#LyGnM^kXlfA&V_QT<#_fwcjPpBZ;1>%+iU
z6uVNs^crPLgYF*-i6w#k5J|4EC>Oo-Hxm&;W-(kRq$m3=K}rd^2~0ZUbN1H9(?<p~
z%~n8$G<MbsQ1@P3Dqu6mV|lRLIxye@Jk6IDLqbA#^>mk)SBJDr?bkAhd&$Vyq8eoE
z935#@E1t66nmGMTef@XbUl#-Et^ux?`#<tP6sa57I|Zth1;+NkA~vVWhL?9f<ct3*
z^GgtS${Tw|Q~=cMF*r?fWJ;2sA(8_*ipw6i{1MWPget1oJVFe4HF5F<ofn5Xn@Z}*
zC+Oseq^Mx%MqshY;BNon`D4f2liubpn<mb7Ei&)8Lw8y$WKN4?EzrXSFY2^3ue}8l
ziL;01>hD;=_b<tZ_qrj1frW(_`?5GI6@zMKIGVT4qs*fhYNPngkCYT|C+drRycPYs
zCs=oxwZy_?(ekNgQhnn)u0Y;N%fk3-);XA{B2SowD>R7r2ul?!KBF+{C_3A5p@)Py
zqQFp|*tJ3ZtA~eC&C=krf9eN5UU1-#mb~(R2eZ3q)ue_1>>%A>EJ0Z!U(ZO)9R6f@
z!5a#iHb!nM%2$JDqKR~CY3-c;X~?^%oqP(r2v~LJm&K;!uQ#G8!xdAXW#VGaS65IF
z`)_Lw94(FR%PO$7Ix9y(X3~WOju+*_DaN&bHmlFgGRa@OqfzG_67gqHGShJ12@TZm
zl!{<1;W9eKpy3Xfeb;&m(~cV&s7n!7fG(OC01lCI^5($jt_7t6X_dsxOj0yNyQ?#L
z+qfl!e;%#tJ}4;|aaE80lbK&f926bR4v-=hDX(VBNLtM?mH@94Phx<)6>$y5^24+#
zUOaAr%!f;lkX`3Z4<u&NDmUuPyIpg#K0FgY%M;2~LC%S9DxUumThiSxLILUZ3b@WI
z-)8Le%^oeeEZQG_nLm$dM@IH>?cxFMe8VQusIsrc$qMDis`TK)OAgU4C-L}-UC42J
zPq^wS?$gJQXNo_64=Z-BWqGlJ&rlx2ytbOek=fs%x0#V=$>JBUv-U<OlS-|Uk&bM=
zX-7f~;*4{m|KyQ(^%VRo$Nv9E*jt8GxkYWGbW3-KbW2JsLb^*N1w=#;L_tJi(cLA|
zB`wk*EsY?pAl=;^i#l_;x9<1-&Udc!$BWJ8TI+e{9COSO_kE8h?d%rm-qr8okn*tj
z)SjO&PgaLs3nUcJHQ%<(+P@&vxUd=eq%O}=A+dRuNLfT*scD(3X<ftI-Cg}z_Y=&*
zq5HkHmEDf~-pCx<gRvEk)Z$5zm>>E3%R&tzk4g=f7B^K~hyZI=b4NoF`LCC{hUe`W
z3~qnZtlvKzF={=2ObaLu-`Au2zBq5`S7I|5rMGIqxEwMLUnz7wgwdv5H&rTyKS7C@
zO|E5vWtor~TTIK8dUDrEh_2S1t;(tLR<LFrKeVpquTh_KnjkY~+p-EkT{uFoDHxk%
zV<^30O>wkB=L$<6{Y1-J%m23j@*NuUw=H|Xc2QrdSH<*w==VtvR`eP4f!|);n|Cbn
z2%K3mZt&b2l{4XwFTAWV^DizltbR9p<B)dOXyVJwE8A$_035o`ZP>MG&+fKa@~doV
z($GAW48-w~p<D){$&ii#v33{Y??xZLzW@o~8yd01_{4a*FNAds4Z6eL%gawqaZ&A%
z{}j42?|{&La!B@1QTm@1Dnmg6T)ABF9UBT7GpVnA#auML@5VcRNB;?|Zn{b>iNLSs
zIN)g;QRbHRH)c0JF|(P54T{>R4%sbh6m~8@eGifGbGgNNG?v6?efEJ{9@E`7!7@@g
z>|I+b4O4O`q@=ef#aUg0cUhvojQ)+$AezaG{&+}N)>5J$#UV#V!LRN|)@Sw|C+yF`
zY$r7e{)+Rq<;W*1KL$1`oy!kxGYcBpwvN(LUd{01I>4sch@f3JqbeIef_5qwGLP9M
zhWA-i>49V2Wyy9AT_0e~(pqi#0C{=vxAiaW0QVpY!MOh`-f2n2xO?~RkmM;ykn{{W
z?{Q%9D?>o>t2?O4{6Lsod&8ah>Vb2TI#phllXnI4QITXWpUA#At2U3p&Ka4K@CSWZ
zqS#(vBRkVG<+`a@BB?O9ir4E6g6cXN1xiLEUn1GEqFhVPd<`~^WeOvU9>;g{?EaFj
z@<F=~4Tr8t4RGo*d~z>UG7$>?0V5CkVm%vskI`W*xQlTkvfO=P?IYe@YkF&oTt4V!
zaDoZ#$Im}B6?3Xpx#J;C;}r=q8<p?!vj$O|9G$MM2Xf%=oeiXoE<RH1{TFFPgS-j3
zP43bE3Nl-qkTk(q4j>%*tFk@~2yMeq4$3|w!W}2Q+MC>P?}PYe-x(%(+l0?Q#y^fM
z#xdp_cpeSXj^;urf?U>=m7qE*87&8upB+i==fa5cxOSJcOhZR*PHaT(J{7dsyl1VQ
zoE4EddKN^hVqdr~ul=o*MwCX~^h6_X;a2!t-a7kw^>XYBR&niWwM$x0enR0@dzvog
zFtzq5{rsY_iy}APuR;y1U!=1#FV-^|d-#PO!H%C8OWuu#SgldcT4S2jxxF8ONk~cp
zqBOkX-1C5B@bA@t1HVNrT(d>~`UCh6^8!9VE_Z0=B)(t7;pS?(Q9_Q%RTe>oPV=q5
zRf>gRZt3}c6n7EP4;1yU;%v;4><2+Bzw(=&4fdL;H8D_iIHu=}bpNC+<4~<WW$rT-
zP|7);aDIDh%y_$Zup1MZjUp)%Hr$$=_|T9P*8QE)P$OcbTadc>+9!5Hxyh84|N3OJ
zZj!HB$|QY2y-*a~rP>M^nZw^qDV<r>%!V^mA67vZZh4gY>U4kyl&Tp$@*A<9plzqG
zG_HKh4PD9Pr3D(Z@5Olck^WqYEt&A_oS0SYZzBHtG~W;cnTwoyIIfvCJ>6w-=?-DX
z16DM6?}nayIK&pIO9#d#Q`(@^Q{jG)l6%Q!X0T(~z31?V^<-lFZQ`3q;}i{@jX0Qe
zi1m9tm>9T1z&gAoG3@+FTcuztB+Z;QJSC6*bt&Q0X}$99!+NU_e?jXxckPNp64>1@
zoOdp&)7W&ihEy7p&0VX=sde4wH|;c#;-`&vUFElnzsL(zzFsGz*T?1jy{Vk{Fag*>
z05^lsCujL7tXIZNVtq@|(XnEEy!Agk7BZ;6TAOFC{|yL!N9ymC;Y!P(f(m5n^i;N%
z3w48~4?}^$Ki<Jr73wljG3!~NtL>}W<alp%ZDETy@y)6dyv}K<<_E6s!l6ozhcFe~
z2wTS950&;(2VD8g9NU5Jm5Zlp8Vb6F$CyT;%;GO!bZYu1aYBfhX(vUG&6stLRU)s(
zQw0tJZpBNpLf*&fR=QtAX@%rKBAkGUawfCHLsU;l0@EG=<l}K?`_vTBgO+CdsWwPT
zV|o6M?gI$?0kjI_ZN9Ps|I0-AULXO@W9zNAU`E{)n1g7s^ln{U6YjTAg8PLS%(-$)
zftbciNr}&QA=;LgF3&ncE0%KNn?*brnMtd4*L~h|Km&}WR*Eb37N|a#Flp~yY)O?o
zv`<vY9o!`;{X|HZ^4uxFE9@-1n3v<O?QO#C=gl5cdosVccg7ZEu?`8QjvH(o{2b43
zmKF#Pf|5C*uriVe^jyujBV2pO-(KboNQihDEG#Ut+tL5aEOC^<iDR(I=KWu<Gtcbv
z^XJc^`ZVBM<v97-F?|%9;gStsB%j2b?myay`!*wxICA#xNGs-vwdLH40h*Zjf&qCc
zLWg{vjY=>3<VpVr!v>x1U-3Di4lucgpCSn#OpKqU66F_$++A~Cjc@Myh${o2VKJ=5
z%<7w9tVR6T+Q!Cx_tWi)d+N-N!<hbG|GK?R;M{ZvF}VK^_m8Pn&egm0vCWX!S{yVd
zlv^K!C1J-y!Y1B(qz9MBLyBg5NV2NDthT$D6stX`@tTg5mM!n(9h2-`Rxo@}%&+5M
zRWqK{)U(me9kHHT5INZNW!!py)o*+j<G(2?(rh#mM~Kj%(NtnHX|b_!U@yOQGa(is
z&aQnzbRUYB2|I{y0j+lv6I1rjd!P`cqCwnv=kHxD4veI}vi<+))Z(H5C1+VosGjI|
zpokIr{J=1z%xEg}*l?#rWThh__xQcy!1^;Y)BTahe%a9+GkLA?%@spZk4ag<khn~P
zm9ps|D>6?n?W!b|+^E9Ko>iom0`E0@OVwQ;q68Nn^^nFC8@^q*eT>ik*0+l?#USa6
z#VZ<(4&r<a{RxCzJQX@KOu3oHp1cz<I_*=Ho@~0l>*4%=Rk%Cw*bARH`ELmoeiwP)
zCuHN{0X<@t_kGzIQy^2aS20Aiw9x=|vsyf)V-0so9CUjZZRJL;gn}2R(lL;d5pxwY
zt6jHp+GoEem`px~`n1J&LaF6Al7TsQonDv?KEL}2!)Xk!gmd#p$;TIo-v}*ElYOR*
zeBYW13YJ%#pBu2oNPiRcEMF@}aR3e6(YiMfdv2Qt9K0=gCuve%j~5F%|7+ADgKOU!
zA$a|-d;RTV&Q<6EH9gcy+s+<zM-zzos><r5H!90$dIvYi)i*vVJ)X|jua38x@?10w
zabAjd>#At%SWnqz664p*fj-oy)Y#yRI^ALD&8aMRAH6Jkho7sD`9uG>l$CJBPLC5R
z{Fe9HQ--LJ*9+YGzMH9vi0n?;@y)%xhin-loh)xp&yA6ZII*K5?AtM+)i56A1d~~?
z1@RDCqFM@?{=AdnJ4#Ahx|@Ofe;8Wpa$rq0#>)u)BpSaV7Kw;H;o;$+s8r|vuC}hB
zd#>rb<_V%c0kAMp95v~d=U}Njcaj{Y9$`QAB{ka~ASgPD3Xu6|toO<6p^bNdiF-Rc
z^ga9{Sa~BjH8!_9sB5jSTzmE++cjD+Utyz?K=9JTJ)s`LNthre#Y%{m1iPJz<}ODa
zJt0nEdk%RLgf_!{S%&z_^s~!ar!p3_VAjU>2;;%}19PBoZf699iq~o@X*K^I&tp*8
z(ew&jNBnc!{p0bK=HY_fW5qx-InQ|g3>|HgD7o^d{odNz(NkN15U60{n!;HEk4h4P
zn3~!N*t9f>><rdD4c(#sE7w$^@iN^DQ%9ZZI0eTK^*aXKql||l%e^erqH}s#Xe(ic
z!w=`uQ&}Fp_siGV0ARo=&n9v8Q9VwbFVI<)cpqz~=VDK+OZ1LHYf<T5y_cjg&X1YW
z&50MMU{ZBJ#j)e)#j7F^#eK{w;MTu#JbLpc#h~;(zj4Y3J*(t?FVLeu3yEXp4Gg>?
zA|Rk5`w*Y%!OP^Akeu5-UNNZqJ>9fQ&d5wTgk|IFB(>zfB0&g9`tTY!$)1NA&Hq@6
zmRL;ClCa$TSqO4pfQYTAsN@!ZSJ1v4Nh382y1au@x2bq;z)omR>4k?Ayb0a|n+js>
zaxNoUNyY?v7sQDLcSCvm?r+U}%2Fx;lz%5VlYx=wQSndHmwxjZla69k?3R)<k+~l@
zk1z2`Q9VW!7&A1Pa-%5uPZ}cTG74&gtzBWmJ(85c&urU8-<-gVaeLe2mduu0CitAq
zE?!UBcXHA|>dT+JLw`xoTC^+C7HY*}X#@cO$59`43`_^Qnm?UA>?D7xrgucBl2Nl(
zJyC5|ZA+3e<^oieg%pt?f1!9oi3l0*A@!Jss|+2;Ang}Lc{(7po7>f#6G-KV=A;?k
zj@bnILV5)A8iGBnLffdvRF54QV+YH>%Cr<?5|fer5EBLbgE-KYzY4%6URWEH(ivO6
zO@ip(cU)Eymc4d)SG%G3fr3CK0|&nmKrBB3*mGNP%kZG8l73BODel?qE0{hH>#ZJf
zo~d}%JK3+o)$*bAHV()M-Kxyx6!-F@nrSfvPCaJ25~v0P%N<U~*6+Kw>tf3nI$PmA
zc`#Oo=UFaR36wp;3+g6QA!7l2;8VReDtBaMeU#*gNv-8kxG67Rs$y<Lzg`zT(DU(i
z;A)#@T6&!D{5ey>-0Om=UZ$7{M#oNyM|fOGf|-&ZG7NJ0#$0Ev8*}7(Pwl{}GQNDP
zSpwn6g4(wPYfDAYTmoc`rh(%^xo@5AK50C}GWD`?Q-Fmf(DXA<@uIVVQl=6;|5NFw
zB$!Vb=??tGR!{+;{{ROg(gxN!a}`4Zly1e}Zf73FNb(CE0=P#<T^L{nfDU%fs;I?N
zd;}i_0HSOH*ugCxwRN;(%FrVQzz&&%o|ytE({d)6mNwAEoOS~Ef)Y^21>gv3*W2~6
z&r@|kfIZNhMEXa^-CL12Y*cxy%s&O0ipW9t1WWY%n-)s=r{iI(i-laNIj3cv@ggfe
zAL#Wn4IoKuGf_}tfbMZhVLA79dF(EG+ThTA=+pSJ`L>^5>WF2>*a&;KL5qE+#x#XA
zvKocaA_`)ezID<5Yr5B!<2_{c{@R{mO<XFWrSbQ2tCY7psmY^X)_%5aBBDlI_BZ8K
z)mv$I#6}sZtjBQCb~Qg<(%0ao8ZD38i70nCyXX>)!DqV&_*MnnrOmg}osRo)jJ3zV
zEao?<l^X=TaB~N>*2FU|4XfRRfE};)QS?XM0XTwx!y+x2mNFGO)P8V270w)n-N-o5
z9v%>!NWYd1tsDLHNORGcF&)_PPaGdIGmn@7MNfr2LzmZ}K%Ok)rw!7Z989f?hR{$f
zM>39*!$w%}Wv>in?y=rJNOCiuVT994iiz+>kzA?~W%!R+Qx1>^Nc|=j_t-9k1%0JY
za?k6_!bo>txm4$`=wyw^JRbgqXW_Y?+G^kF%=>;EE+DhAI{rdn7C*PJP#;F=StoJ^
z8_B9*mRb?F-fZNPm@o3UN&89madB!2%mdWc--+7`7wmo3#6qXU5jUCaZt*0ywBqV*
zOHhPW#|+2EtYgXf!H~fRs(=an<Ol5P>MC8rwT<TMyFX?}pDBRY&H)7yu-jzAV5;_}
zIbr8Co03w6tc?x(SwO;>2z|RWKHzF>-yd&ubrPey1u6%RQTHd#C6eR<O`F_EcH8dZ
z$@KNAVZ36U_eMnS?d@GJUS4ZLyl1BRO=&DBI!qi43>3i@$ifwnX~~BF6$s01_*<!A
zP+3R18PW5WbqgIfD2sPE!#nvF6cw{k)JNxhw)wyEO9f-OlzP%Oj{S=yn)ydq_iGk$
zM35itEjJ_TEeDpStxw<F@4<nTKMa2m_C<kPBE?V}blg6ck9>*p?+r~Ydq|Wz^-Fi0
z*K%rqCCapBmThQTqhKWdM_AXX>*LpEC<8T~=xYbxd7lP{`a8xEN%2>YC^AXa*SW(A
zZf4AER}6m5>c>MdatGHx@IAgDr3p6#X&|sE*s;w4Vz~9+xVD~<uXu!vocx>T!_&jV
zkzU5osULn}bpRS(eys(G(Z9~*2jN#1Mwx3hh}Sr|xN;URipLe#3bSCp>gXzbWRKsd
zBG_QPxts$dDGXh}fC!AVOMuZpKoTRWbwA^A#|5*9Ge}XFrcpEEF2_r$mmhpHa(oTO
zzHSqDMbVWCpxa@9d`1AVL~9C+mKfQa`QF#t3lPE);~;Se8s`$`e}TlJ11p-5d2Mu_
z<?PhRa<kuA#z1$6n(z63zS$Muu={M+N0ADZH>c#Vmj*Fjm&Y~ox?YzD-!0(sd6^81
zDU7v32OMD|**rnzQC}@9o^m`*K#6*(pVrzXcvYdYVM*84R`scM>&mptQ^;;V(}xa^
z=H_I)2ZGoz*e&%_ZHeea_vB0V{6O8zcc`h?#qN=2K_yV-qu{q~OqmO9B73u;USVDN
zZorh-?Q9pixZD$#m31p8*U{C<%*;CX{aa>(%sQX&)(`xyN)$jt?9V+Jj>4!E6}7ng
zZ;Z8{gy0nq5q_h|FA{qJuSbAr6JlqcB7{F5-wY;jjTrVQ>|Nm3TSHNE7lsBAv4+hW
z-+|jkh&nov$pQ0~3K$0_VA_1&MaE@sf9#nf)0;D-84l^O*s!HtUEh)JDO0p|t`r2a
zpV!AfG=WZ=Vfmn7Iq3Xhh#FHN{@{R;Zq&!KLrL#XBqtHOXoEQR0M~Y>-Wh~dU}DEZ
z0Yxf>Kdne?#ulR7s3$Lp33D2@*jM56w?WGJV52hgBaSY=DpK*tuPPheLqcF8i<DL)
zqwkF9wm6kmnba466gg;IYQg#rG5m%TWW9A^fN!Aq!C}BOI$nQiS2mqLNe<7^%1)Th
zP?hH;=sgxw`HZk?;_P{QV`99LF&&u!sF9qUoak{y&;^SgL(d&tZ2y*+i337Vw@X3r
z50l<6MEKLQI^7t}s;Z3UR6+1GH325Icr1UnuVw9Do6ihH(2R%Fyks?<V1J|ex-C2$
zhYf0bN)6%#CL;6q%`EE4Ir;fukXQ_g=AuzVX^T9A8{E#L=%iSZc*VspK`%}V7Vg27
z>5dPEdFaB}C?CLIV`xVF&Fg$8{n0L#TeZUhM*USLvM*o&4R8;0B;@!g9VoS#y8y6R
znDFTR_=n`=m?UK(i3ro|J1Q9~oe}&@qo5iSVj2}W2>Nyy8b|%LVMy_i(fmp)kNTI_
zZo;4UMsih?>Fz%N+c~4x^p;Yg3qUEvrwiDvtf&Ckh^*tDJ+4M%q`bQ=>`)+SN!&Cz
zILP`sVgzOjtg8s|0&9etT@I)P$0a0?Qd8sP4#uOSbs-^AAf=9+0R+~Ml@uqkoNq@A
z*alrjHCMb7U9*O7_GX*>{rv$-A5d%%13u83t00+ZxeO`N0hzs-$Ov^cmBkTQIAssG
zH1rzRQ-k1*$DL{LPlT2!`m{Wv3LPFaxK%y0-nG)U8p2yDA4YnxLn`AO!~yw(x$-2K
z_Zv}s<Wv($8Zg5~=H2!ZAgn=~+Bvg@a*L^j0}2Q%kr5H<>gvp9GB(iocdFK$0lhCm
z(eLz+O*5_V3kV3XvxgX)zvu`i5V9iaLPdPR0#;zJ`EnNsiix_k2635RT(^zk&+n3E
zGWvii$d5tyHXh=t4*=e33f|b8xa6YylP6n12^1i;^YU`7o>>jsLeDm0Z|8ktZe%tD
z2o2tRH-^_zPVL}@;DQq5-E7c2{*vBN7TBLA{tKwDgJ}A=Qg&w8=f7HFJmGxEh~mn*
zl1%1Znxalc8Ck3bnGN0gL6C1H`XhWg7P9@xCMK3V0%Mz~$;|Y=GoxEDeV64MuB;2{
z(2!k{Sv{vWAxudhXo}-)@njzN9Jal{=fgzQ*w~t=WbIr7N8S}C!8NZ8@h{Gn_bCiS
znBkVjgaR-t4h9A|$gzH?e%{_sz=nMRiVa>tK|gk`U%Tu^<7=Wy01X4-<WL~tsgm(T
zB&V|hK-9c*jdkI#HK<}Twh@i5vUPNNI$LfT^s*bL<}dP$9_dOOrX)j8<D)*3RYnyL
zq0XS!szedZ-2(%EvILE580iAKCx)OA<6Wz_v89>YvK%wY&PWb3_3~2ana88wc3U#(
zTL^(`14vC)Mn>Obm)?Hst?NVm4JMLUQdAc4o=G4Cs#Q)8lFM|NOf*bz{H?9mfD|V1
zs#=JH0Bh||L7@dJzS|dOlN=5Tc1=(k@DD-JmUjaiC_*P$7fkqolm<Y<0hQ->xODqT
zT>3wPE?5x{Em#3Hox7hTD%u2z6Pq4JuI2%5djq{W2RI8ZK&_l(J}Et2!{*Jl4&Y>*
zlJ<BkbF$rj_^AMP#1V(xId~Uqyxy5J9->P_OpcC140qLE<~&oTQLR>Vo4M<-i@vFI
zx{uj4nNc`RG@yRtsEBC3jZS;I10uDx!3?}y%|MdJzJNFQN@fPkb}$9=Ljkp!|I5pA
z)f20=<xDs0el&Cb`T$Vz%KzfzH<B+R>rC^C43!N^y6UB;X8mh-22j#<^VIG`VO90W
zC>ejT$80PuoVigi%UFecDuUM0+}WU^F66VQh`I#k?;(nc-TV8mRMJ5Ec~SO^m`~(A
z!|2j06*}gnGOIHsGf?`4Yjedzi1x5?(2-){yZZUdETfAIszl)`EwmwX+Suq}T#yQ#
zVdpApoH5f2_GCfp0cs!sa7jEU(*k#L0ICih1oaW1U?(O*L`Vd<=2^#u!C{L`_(MMM
z&ALwE+nS6)uF?^e#6>adDM*sPbDWM^Dn8GH1?Spy_rHk~KRD29`2nPLn-hNhG-7Ck
zaGL*Nq&%1QW>uk^G1nY+f4lIxwpLUH3oKFV>;ocvK1Ogbu(7c}=E4f}Shzp-1n#nz
zmng(T-uiI&ay~usD%_@hNIFwyfgBHEqD5b)MEOYowvATOExI97Z7L_{Zc(XfwafE|
z>dipLVG9ZVe!Qmjf-lCn*r1!I0>ED}5zhP810*>ns6}1%zE2q*b|E6v`7u(EO$Lxg
zf_B)I7w}>x0hFR%7$5Psi^zD{p`<_DHc|5OC7_Pv?yaGT#Sh*2_v$ww1NYZh^;dpl
ze2}KbLn5@Z7%&Wkz%TWiF8N*Y`A`sf3b1pdnzp<zGaLiMiM8av=))Tn45_3rKAzv-
zFjyo(!u?a#2F_do;;16K1c9^vb~6BR7nGZZXu@oKyqn>USrvcE&)XSZtD?E2s6_ea
zeY9Yr5m9g&a8dSjUJ@5r9N4`#_Vh?_=bd3Qjijm2(+@;uEdv`G#B)!yUGb4=)YsAe
zEhiKQ!&MNB1X+cJPXWerdvFS5AH$(<(ekj6JQ#r&)|-rU7!{uok}MqI{k##fndTv8
zYaS*9cK`tM9@hYP@hWO+IZwU<1W0FRryh5l)C+s935yapYkhsvhZM{&9z1vekmx<0
zTjWxnjY7M!eH19R$sn8w7(vgCVnwvZ7DiSvQx}&AFHJ}I9lx|TD=qxQr4^I2fx=IS
z$9WkH8TG%~Z4OwJxK$r`Qwx6UE@*+q$B;i*eRZ}hurc0Pz+aNVt7HM?W{oz|!0YRs
zGkSCo{j(s5gV4%#4rb<ngw3P<<KvSPpfSDDgNP~cZ}F+c1m2ndAc-mtKMw$#KrR}H
zj3@wa!K=AY_n{%)-~$`df`R`d&ox;b0YENvztC0V34Ysu-{jQ#v#Uwxt$&KT03q8O
ziQo7i2p8Uv3ozJc0rmqtFEV(AWU!n0n9Ojlik1wx%49cyw=jN6Zv4AEie=^>^-lJ;
zU;J_PvnDYCp#CzE(m~4u5fM@1KD`Cnzm}MY4UBHJBHx@9BN1+iM9AH*=*{!sFR&5m
zH$mS*_h(hYF!hh#GJ@-Q31%L0@Asn6IY@>a;51}pXmUPpsH;;41EE7*ImDIziiLZ7
zOMs6*RNKb|Uk7|zP&+8dNfUvk70mJ%25-Ru5AxWcAhIHpR2bv}f6U=Q09nNR$HK*E
zeu2^#`{zOT-gq#r{%|?bpW@$m&YTqfh@CHeW9ZG@z~`wAQZxC2f-x}hNcTI!eh8)T
zPyWFPmAW}+3VDIk-Z5SOa0&4tPyu0s3N@2)%_0EJ%|lN<1%`jVYf&<`4Kr`9VQq7D
zbzwuf2P&JTwIJgw^0z^_3^yNZUl*|7!SGE$`@d{L^5c!L@K8!2TVigs9KP}Aiy~RT
z5Ne%qK~@vM+omYN&|*pqithO-*@i!ylR6;ax`~c%iEAf(_NV!J3%+LQ7UCN~uf+sj
zaTMb%4i?fgxG?v`&OLG*BoC$*RA=?l;{%RhtlX$a4edG+J|o>C=os$Hn7=QIgw5ce
z0|3Z&lZ})PjsYevZi1BT?+y69<=(PLfe&GkbW#IjsRw6gk3>`3MA+%R0$4ie0`v0n
z3JD4QbENI0c$?3&+tlGk=Uon-N<i2Gz`_$`z@u1gEA}Cw*hc?8jX|4fw(Vb^XR?Cb
z6I$Qms|rN<9mPrxx*W|&Fbj=#j*kBL;RNPZ0dm>s{x_LF{i`xZ_@jXI{@%O&dEkyg
zoc|mbAYnjlpAf`n;Cp(sEa~w<g9{`OZfC9U@aK_#`$Yg3yy(j9?{owi(<`?!8KHl+
z(1bdSf7_(-DW-9Y?x*$a%?H>S{{p|gt%yLvn@`0FS|hL9_36#^z(<CMlBM~1cf!3Q
ze*+;ABGAYKOPh5J!ajvsa;OThrANAvxJ$Mgzt2&egzM*>3t*2ENa+CgFnTpF^9Lnb
z_6&SnvFo1Y?msLAl2`liLOR$qx*#NYb@~l_)8L<6S)*06v4)+iDIyZ^Sxxz$z@;f{
zeh^SP*>jGy5eI=t{YUS7c1`JU)ZZ-~bGQRf+H3Y(`Tu+BCC%sw9d4ih_0W}iia867
zq+BNJtE<9*N_l+zray}AZ*l1p+&$U4NV4D}6@eYr?MH{N7#zW|pal1hasRqo&GvoX
z<PCU9IsFDJCB^%<zs)~NdPzY=d*3add){@i1CxmQ9r>R=NM9N_B2IIDWppUv@YX_1
zOSUn786Q|CF1w&7V(>Hjue1Fgta0Q@3J&nzB42jRKb8X#Cn6e8h)(=Qx(}dQSv86T
zlmEs!-X!o79w1Jmi-xEUM_2n3PJ)voz0uAOZ;-P7F%L}HZhZ(!JVf%EL|6pzAM@zF
zCQ<hSLM3*HgMEE!MAYv8JuRHFS2+viqeTgapR|K<pfpnkXG(I}I6UEjpTycso_HX5
zgz<tZ1tGqf^1zW?kMp04p_~Tk_7V>Z_Zjv(Ah~1o=_5wOpKBNktZ8LiS|q!lHw#!(
z8(B<yU<_b!$^Yl#M%`LiJAJ|bUu$c<i>v5$x!2MCh-Clx(5T{R2xg=t&L0TqGdLg3
za1R1_lU)F}J^0RUSOCL-5S+h+DiMA%e4yF+@9JK+x2=QY5uh>$M3N^gO99kgXc2{v
z4MU0W_r0T+F`$3AQEXTVfXzVIL}ggDX9?xMMCK`2**HXBI0hE(n?(u1;|l^z0HAU{
z2k0O`$@%9x9#ld4B_yg2zGnNrQ>~?DXJKfRbc-Mgk4bF{Z8Y@qRPz4=+-Ty*N)RZ_
z?*qJh1*!y~z`RIi!vFZMFZ51=Z+4zI?lZstPX`1FD7KqxdxM4C+i@)|(nRQb{HdKp
zS_Q}UvlRj2r=g*twnJ3r&++Mz1fKPo<9!3uE&<xNQ=GY)sL}aSm>mkPL_o%G$NaCn
z2<I97KEVb8;GM?+E!qWt2+pnSH_T!NzEBp}#keRdAYC3j797g(md)Lp&w2o=)K9A4
z1Fi_0gysPYMq*$KV46`0+kK;n0GXrIR)13v(9#1A`Ssa8J!UP)Q3Sgg6#f9>odDHv
zkot_$4h@kA?vRka0psL?U-sDJAwYEMCw%$s$boaL3;NjK<_T6hE0Z28r*bkhEscgb
zZmd|dWnEtt4!s9>m8W=}K&oK}4+kXYq>-KD3MG##yWnX3O+eo(pR7bC`jdiJ18Xdl
z_eY~QPXj+0u6cGB%Sgi$-YVw6Q?Tpzz;Da>L9w$dlH{WoBmKu?(>k}4zKKei*4C*S
z2Ud%KhX!``_J9t`;gr6}j6t3v{r2r!fJDFFIWag0dX9~xs`G%Q1=1;y{)n8u4!-$w
zI6UB2${ZB^yG%;~_!bHhUNLmU-(=w@Z<$$;kc8xc`=kQ(g`mV5OpF38SVF16Fc=i8
zZ=H231v(7H#l^{v*yO*8FeIR`H-IY^K`HbEPs-i>vL}u;ZW>fMP#~>bf$)YW&uCBz
zesQmWdBs1`!z8e)d~W_KbVSbI<m9)4d6-CU@L#e@+rdd6xu5_qyCD$fU0Fw^%=s8(
zW;t^WAEFb<X=tD)lhu`L1E_S6M!+(6-ulIBRHdY|?eyl2NyA%vLqm#bVhr*q_>2^E
z9P$?BK3rVfIL}M_Q7~Y(#{Q#h1*>KnR?{1H#(Vd62hu=J8{XHKI&DH&+<&d+e{DqY
zt^YebyxiZ<RMQ*@h;R}7t$77+1^ka|kdGEvLziV(x=c$fIH8p}O(AvO(h<OLy3s&_
zZ$ok}Z#jdZ!~q3`jb9~ZQZ6@FV1UHi?ddwt_CPRo3}`%EevFdJ8-<Ck<N`)1hza2|
z;YB*W0#qUlJUlvKJ93wt;kZ*8vD$_PUc>tMF{_WE73hG-3ht2Hva)XlY~UtMJ0z_n
zab@^o4RY6K&y4n!eG32W-+M#Aj&3}_oAUKWg@bTf#mRJ$5r6Zhq!ZV%faE2xY+*v|
z+`ZcgalCW3(3^<4*%jHKA=T$djPy;acn|605q#-Ky#-M>GVznKM#6#xbCsix8JmK$
zlv!I+v~pG5G06{CcQbCCM7}t=yGu@}^3=_Fp8Gd7&9D#l_3!qdrO)LgQP?<?V6Z}m
zMP8cJdt4kR2?XKN&DKCKH_g1@<95L`%{<TBYe1X(N-kLNd^lSNB~HM40KkJlGCL&_
z#9mbGi`Bwh4@Rq?-Jw(xHvoDUzQ)y*QWkB1J8M0dRJos@F)siHM1y&kbGM?NSD;e}
z796e%d5w<u?Z;X_Q}|jh>CKb_P!^&Pc!rZsLA)IiPs}cj6^)dGz#g4IOh57=!6<H1
z7K^O_AqIllnUkaBBUp?O(=0e$t0$yG?+X5+J5M3x*!5*-qRuLo_c3Dp6?AVlB1MGP
ztj=+@^eZmi{R&`;LN9*tnAX_cTwTm*rkwVR%pug8D>MP$3nGdSi{#trsHoS6-+2Mk
zT_yd%$5B}Ti++6(aPT3wS58`%Hu<u(1Ia=!kQV(T=%Os}iz#+LXOMFH4jzB$PXXsS
z%pE1crr{>zcDf#V+1eh2u^jxeuR(C<JQ#_O-m<V6FrUE8NtS*OwgN`*V!z+dy8;V;
zLswr@C4yK<0Q{&bpsq~9fGSZ0UNov#H6#wHIa3-d7Q%IkB0}Wb=Gv~t4wQzU2MC&>
zDZt9cDH0^Y8r?{~XD|pdCdh(Wp-X@<PH^w_YOx`3qe+6UhvVgzh*lhrN{aPA<(dTU
zSbvMo0$fT!<=FxbVhOvQc$9w_YyFKF&LQY4a+=mxIV-ls0PU74Fywf<_B9cU28vZW
zztbw7)D^;R<J%dr@IeE`!;YS~V8O8W%noyP4{~_>qqI*sg7fIa?8x=EE_WOD2xq7^
zWOclW=~0ysb?EImrE_@gzwnMm5-U|9$-xM@X-t){&f~$49z}J96*=Cl#7Z(FL2Lnu
z)?j_NX1?Cmh%_YHb%z`?r~GVAC18SL_+YpblZ*H=E+S)05%=k0%!lN{%=3Le<MrhN
zzLqb&(y$uPp*H^-OWO(=DAfMg<&R0EkuFjAYfF+}PAj=k8&OU0vq>GHs3@SuS3vwe
zj6vA}W%(MY99TWe5(mO=FQ;o?ob56xMlp7AUF8Rhg!#Z0J}RCEpt-_4obcO+1ntiE
zOPgU>=>tE{voi0+!EF=1h3Wd<N*VbidB@5=dSKU@^(J5G+3C<HkpQdh^VNNuBR#20
zkE(3;ecoIcH6piH$73;G$t+aFCyE%M6>lNZM-poR-{QTm1y&6^%D%~03*<IO9)mLT
zmKL8n$Cbr5Xk4YBb-aJ(6YjU}3`W<hCEcTp2+U}4aa<di0sPE+u-qo?$xh17?rudn
zxt8Wf)wT~QSe~V!0I6S*ml9xl`Z06r7!XmRmzwo@rR<lPX;^99K7_v8==z<MZ+)pd
zs@)aqmffTvSS)P3(*MHaX--86i(UGIKwQ)fai`VrFlej>6MQ4#`{|*A*r`nCD*)U=
z7x$fmsjr}7+||(m3<l+ehoXYQBD&AEYblt@`jT0m6|9lB4&1&~lvRR=m8RhKJ+-4+
z&4d~&gUATAgTyIioHX*#9QY%Z$+eQBx)UdCB1>OvZ5yKOUjc7{sPAc7nFkz2YNL5R
zm|n!B7?}$ApNy-}%bhP6B^U|<fbd<s_^aHqJCua8q7-LDb^HbhSpCR)fNoF)G!D+T
zCn}$kE3<_yKSFp8hk+q<Aha61z~eXl?2dG98p9}$aE^vU?w#&;<97#&DTy_M>?Q8J
ziDD`AmCvEsgD;_N=!?@Yo-4E^0D=6rD5b4!{$oFTgb|ufPNbun>_sg#kg$o3ho^Zn
zt8qW}k44OudROG&VLOp=8wt|WBdBsWJa%D(mb{R+jz#Lp119n`F8LlKs!laH06NY`
z+6&5v4qDzybSYNMBOi>OrRcifw+KPvY1M&Z%wrnU@nP9Pr8y8d?E$y-RqLjWndij{
zpzVUX4=8ZHX@PWEk#AczqRpf6d<ErFAuz;BD@#_`-UQ{Q(IW9-5l%^_<k(`806^Ci
z62968eX0BN57rQu+5?;YX@!6W+A+^7$?cz?9z~r=CO!Z%8x;<>p5!o~2jazik5Df;
zXjg5APMX6jo21t1j7N#i)7|^!N4*buZ~nCiC7-Gs@V*Wpy4XIz33U7Q@Q@t{Ue`fw
ze@)5@u!d6}x_+H)atrVjHXqu5t?Ok_w=!N0w7tR<z;gVL!&8+7R;Fq=QV&~)9u*v(
z?mS6w{@q|7c-}lh9Eahz#7)8QX%5aayx#7P1bj>Y#cQN$F5{Z*{0z@zDKCftPTrW0
zW%KQgd)Fm-DPnCa+9rCu-yO9zz>@SG9$X!<lX$(YMB|kha}H;I6I1)Ly+Ft6=;{)4
z-Z@B6|G-0IlrV9|qR|okY<x&^NZBCB#}CgtN}zcHD8hpQhzo52VPw2rZ64sntgS*?
zn$;H;@-;HRbnJUL(999@AH?-PW;ER<#pz~jYF`&ZYH_HKjorfj@qymN`|7Ci%+TQS
z7TP0)2+EcEbchV>c#tR1Yi_T-!gb^m_n6RHRHs3|36)m%<1b|-Ub9h7rV<$tT`vd2
zOGeiNC*7JAZt|=4J84^?>o5CW5U@SoUcLp#5S^6$!1KKuw-_GA<?HWt-MEEzSFKqq
zhav1}!Wr)EC$g@?Npi5p0{#NF9B(q<iU*M+mg=bD(XmvOW091B_o7P)2ZndblG{|H
zP<DctOi#+l$fzK%h@9tLw9lId`b4up^#rUp5I$*m(isY7Yx<s9Ttm(;y`Lp^;{C*H
z4AhlkIuOv7dUn>X>E(X1iTcE##?CN*9`B|Ui-g19-`^aUZW=vH4(L4Io_)P#c72nD
zV)787>;z!W4CJjq|NOa9mFYF?1e=s=y(K>c7r81ZQ3GIG&=zPU-tn!|zJMy6k<VLd
ziwzrlhgjgs-zEvYAcc*9OUb(iO$%+w7$|)N-l3{_IfJ#_?XH?qV?StCi!jBmzs~d^
z;}<SVj|pG6l3gLBn19oDE$`@$=^|!m1LwV#Vsv&s-uQU*@c9k_<R&e22P4@o_W_ID
z*Nd?uX4RGZ>m{0>(jFHTWq!W5ko^F~THA8wgk7lm-ifI@dw~F{z2MW6T=KBvKHf!_
zGoDP+xRJ3$LMu;Bk{yB#Rrv^cd1h1{E#U8H@#maG*zkxGV(+5Hg75_*tgDj4n`9jh
zl@PBn%3ugw`)vHE)bs_AsJJ{G$y2BDR|D>Q2$X_l9`EbUf{rr@SKtvOv8?41;f1vQ
z(?+~z?iQLZx5NzW^&oo#F#KyUoyS*7pD;q99p^~~^pt|0K*bS=Xy4wPeO0D)^pHf9
zn+F!dGNx%#^_&2Sp~hj3)<U>0N#ly}#idu^sqJV{fIK-ErinsEJNcoynll_vQnB~k
z69{(zj1eGo(ta=5881hc7X#pr^Lxp(6Q4#m=gxNJr!_k4a!6ocB*EgS)T@1Zq<2pw
zTK5n=uH)2BSpQrd#UM(vW)8_lKaRpxd#*EN7W%Pou+MjLP?KrgLvv`k`1B(1`MtCI
z&m+#AEJ#+)!I;T?DN|DJ1ERv>JEIdtIJ2H+4j+T%V0OW=%MZ@83N`Y<aL@-ikzkbM
z8dxNttRd;NisOmVONlb46PJp~48NXV!Y$suC)I2o*!)rB2F@S{zKg9}Lw%W)`6nX5
zXL#2o-`PaKUIZ!UL=CQtXxw9Kv4;kSy@T~p+|ZB|tXy3jfvmr6;06pK2bB@fw?6-D
ze&U;g_8hH*)1Vw20BuR1t7m<Qtw`>N<LPCu%b!Q2-Y6Z=wct~GQD3bLX3$*)leKJU
z0Dt}I;is{pho69eirV={gjfDM0JsQTIgq{S{(w4&yYx6itXZ%L+@1gd&>cwwZn?Sn
zZvS~8XCM!r0T5?H$#}tR#WlUBZ;^1Iz%lXa7n2XsI_+2(Ds-Lfe-J5Y?Yrm~dH$xR
zT<Cm=Vu;h*Z&;do{~Czqw1j1L^>u?JRE!Tot^_Vd<l1oeR$x=k7l&5GyWLnr9~JTL
z9W%E-j}EPn<}!?K*8ZrtM27MB)-VU@@731x8JH~|M@d69r0R_Vdk@jiq|l#RVs5*W
z*ZCi5J3A=oV|M#1r^q5-K9)GBT+Kzk;?fu+#YuPBjX=jvEQ<4VKmHy&Hm5BZAT@P8
z+39AemV>ns=7~Q&c{)}kUm56J6pz)%fgZ-;EIm`WR&2cyd|Wq<@-j^!XOO#Y{izQ9
z1TdmC#6n3Ize8yYcI7X`?;1+YEc_lKrbIJ5C6QdE7-bsier6bQoSQwdTBZH7TQl9f
z8WIg@MnezG6AxaaAaP#lB_Ur2`W&y9zY**=1C(9sT+q98X@M5o7D0nHyl+wRCmph$
zTxF~uJ^QxMhy1)FaIU|Rp2TTO@iCpZm37fIy0<8UMB2BrSSf~)r@k*7xu`S4+uIw6
zjVz**V4zQem<WU<Z9&1YbfT{i2yUg3L8zHT`M~eVa2#kr!-J(PbtXneFnkH^DOx}f
z4#i;)YX*?wLE*eh%BCg#NnLH6(#s3(-4l3BDYbY-MFC=H7hL?zT<&8gc>Uc&v^NzA
zsFUqoL$vF(-*~ZyG4XL$5CbMuJlJ-4zg{5`(V4ifJAzv)FbZ#gi?10}_~C-}WT4pe
zc8BsRa9y@hUIup4>=LEFu1aO8G4jG^0AU23m!pgNOZr!^(ErBnEoAWZF4P~BnmMw%
zP$P8AAJE^8GYs0je;$!_b1`8CDNTFi8;4>a6UpgNUw)jLZ@UED=-S4(BiJ8rgY=+Y
zsMj{uC@udeaIJ*o*AvEvX}3RU$~8*Dyh!U_+<3eB=tSj3=e8EVI3#5pS(EFLYf{hQ
z)vg$p&++aCF~AyP$bUNxyoV|eh#C*$l*~q0eb`Zdk(j50t>qd;&nH3W#7ILV4UA6b
z3-AeRwM3omzJdm?VP2BhJ?UHg;<%#XO*K#D{w>P=y7<vCGWQ}zk6SnKfzzU#bUi@y
zQj=r1$^-B-rsoH7mzTe|Z5nliU8FkzfdEZVKU)s7nDD$6oetsNVo(O1*A@S?FJCJn
zB-_qgAK_sEmozJ}sK+^9qa(&EtT8kzb5FT&0xfNF2E?LFa(Z?Xn^&|87<Pg9_&C^G
za|=(you!TNi7Yr|G%Vu$-OMdoo`SrKO6<*Z5WE2$sz7OGI?r<paGe$D6(Sw$*S=aX
zsdKdIOB{a2P57EmHGxZs$N-;IYIzjs-Mu18JgME5pwF+e$-#x7og+|aI|}j~?aHv(
zWj5jLTTnoD=lw{Ck=pz_k({%4_e0wPG5NFZ9{cFW#Kh1iVoV*b4>R$ZJ>~_`saFAX
zxes(i+yGDnuuu}|%1+c|y8m93a}U8qX+8Pa%i6hH`p%k%uU9!P_TX1X=F-}f1!NAZ
zg|Nm}A$_k&)EB=JIhAu)oYFt<B!0gen>W6OzWW&mldp-mqT1+mNMA{v^Zs<Yk`;T$
z+{~3BMGwr|bI;RNZ%kSaR@|XK56|!Aa_%Z2;<3Ram29_Nv=yH=o!FP`;6D>g<Y42+
zTrm*3q`cEWTcjiY2Xr|14AAXoU?<eY-d{nHi?|B4Zv`yqzJbqUelI!<vh7Erh@?{F
zz2t{}QrJ9Fq~meAQuMUmwC}DFpySz|nV!>I=tpE21eKS{>R#b=3%q?#QaKN3v{(bP
z%>}6-9_Il4h(Ae?iG?36Q?8S%Lc*cP22#kEok%MrnpENjQ@HfJ;B*I%7y`}C`S0MX
zk<H$MG!67|K*1JG;=Qi~5ARe=(#a5MW75#m@s^Wq*R!F;zUH9wRD;KeC7SP~7Uq$M
z;*lVU=jJ6SyC@u}cTs6km;54*K>{P)_lgVRbwjQFz|~0(L}Us-#Gtc$FW)Isc*lVe
z-H{kA!8$Ltl6)g${v;pGpTH7oRyEx$)DL7Y;It+QUKsP%Z?=4A<@LR39fL6UH}f;R
zxK4^WIE?dvRo~n!l4getmM#xTEfS`e?j-8UK`E&Eni*UsCSo~bhzgZ9`ws~AQa*nu
zMj4?FK2{#pvdvJ+&{5G515y7!wF^tz^adH%%(D0#WAKYgW-@S_LRE4GRr6w?S>&4F
zb_R)biwDNcMMeRe&9TOO*4Nt`D&2K+9-w)Ju=hYv{`_)Y*Y5!9loNq6@+$E=o(1`W
z3vxf=55x(?6Te@0ndr6X3z8Gro?LCL=w5tYuTRkx$>#~CYA-ca5GXv6LSv2ksQ23U
z1VHWsuIYBhAo6rLhekIa*Vng=1cMR-Kd|!#pGFYC6DT9tHE<MFXKRqR1BQ~5?pev|
zjldl;8d~$wfH)}peb)Y{0F=wiA2SFr;8F@=d?Hn0Pe%?Bo%gGuF1y!%f54L4cdQjn
z<@*!I>;><a!;!&h!NOKul2!LS(w@J5cP4$72*q2_87}qq0~<?;Mh|(nPme%{=0VQT
z8YvUq8ndv}04gv*&47>p1mvgi;7lo11koe`#D2)(&6j6$`x!`@$U2v8tnr)c(ul|W
z<mNIkgkXC~-68(Jj@bq79(`(}B!!P92YgVzW@o%~U5xEk(}@=$Fncu6;?<Kk@Z<H4
zrAu6NPQut*=V5`Zkj>}cBkx<aWb(E*tP*Hvc)brHGnM`rlA)wNB(GW8Zdg1&XFfm^
zw#qQF7Q&;LGe}gVlbj<x0<UDex${|PfBH@@2d7wc-|t-(1-qQ9oHN+^lcy;+6RB?q
zJ&w3o2VO>Oc0|<*tR&giD>0#1UID0{dFVVxBER<pRsyFqMJ7ey)qL0DH@tE-pR2Of
z$pmg=FjB15C7NDV$QNdzL3<qJeocOYOe_0MC6kf;Jg!2DkA+@J<C;7)mhzgKk8A5o
zBGFK*ncM&h6EXz~7c#Y+plY$sFTisF`h`GQ6fIq5d~x$vX%y;qk^bk<%nukRn6ySE
zCimxSfH>e+P(KMS54n@qb~fvd$4B5*zQByTXqxILP`*HD68t@jPn2e!NsET<?pP;s
z<Tj{b0>mXqX#&RI2OEZtp5f~e`Cu(r#0QMUk9F2Jmrx^aSYE}~orb@atTc;yEg5)<
z9})LavWjw@Hr##R&UaV2$vu3xbw1=<NlUZ$*H_ScE#1@}<ZC`51Ovq0djJ>G*Aevc
zbbsLiN_apNUijY0)-NTqNfIf$*=YonQZq%-3HP%-WMB`R=Z2X%Iv<gYzu33yK+pT0
zU{w6SUG$=TsaMs#yFnrM3-vZ7b{;j5s_N)RCqD2~Nq%hsqnvyE*2nZfa265*aeq2k
zvk%mi_Qub;1EvON%7_o;#v>uCGRq;z;x%@Y<jwYHS#iH;zm|I&RaB-m|NQDnPGO<;
z@<)Oxx~7Ti{^ZW`B5!!9U97^8KCPDzCQ;?*M~DaLNuIe1R~wC8%85$q!Q%I7{WH$F
zJ4%<MElDQ`Hk>B$2wx+`G|L4me27Ns$%F@!!P_7(ceZdYrF$&t{B*A5^Fr<5-u<h!
zr0?1;8Q*<%jLlZ|zfD<-4A9P2uYB3bryG~j-0*Pb$1Az2^Ah)9PH~}?AUXLdL-K^q
zEMolY^_K{$wlBL753$XVN-H;eea7-AMP){4NdM1gcW}`A)veCrpSt>ir1u3#dMVdZ
zbuE+XvhX-FeX>%;y=av*uAW%J=rXZ<#AF_~Tt060=vj32J!|zu4WoN`?JZ;wiaU>X
zj&`(T;JN!PhRIy4?B&ixCHki_#AAdjL>R&~-#$8dhp)%I209aSY5D16bWfDtc1(H%
zBH@(tC<1A;{C9TBTQn~pS}LiYen^?5Hb%`=>vy{3skpEI%uxQF&_rZ4u4r3T>`g#m
zOX0mrS`_PNk_yKLf*QCdLy!4vkR~0MXtQgOc3QuO=m)ysapO*6uZEqc0<5v(t<M=z
zyZ9KJzaO5qSh+6)ASGaaSMvzQ=d|(|N1uy7X$Luc`o&hM>IYt?z_m0WJQ-+hOZ|$N
z_lT}L%J0~MLY<2$nG26S9`kSU-4?`u`EPVL_IRGhD!*C6oOCoxt1*`@vCjW`Wch>Z
zi7dy?WnVo@9b|Xi{~6tUxA(ZM@Ri%w*D9Q=lQlNiMtWS)J&g*P3pR#B&p3^aKE{Ma
z%{n#l!K~ND)L~WH8zvifEe`M4<bKyJG0d<L&wi}h`=suZS8a_MjeZ4QvgSRRvf73q
zPjX@telIkk(s%};2aeoQX0Mi;ztaoso|m1eMXT?Z9+>8k7aaBP4q}BAXzJGP(O#|y
zyccFCDy;wJP-Jswgi=`Dd~b$SAXE;<CGLN(H29ePBU3KuC&1I0ToQRVaDg4PH8;6G
z?MW<=*;^Z2W^Ll8a(Lk@_8|Ri)0v_{VlgW%#p$ZfaL2Zs3cB-HYL0lXga22J+OGbW
zcftud_0sDa=^3?gIUe>9v&N<-uich}m7}~5kP?hZ@5K{$jR{)r+;_12{70Un<qBDS
zq<G2&_BU9q8G};GlL9(VXrmSfd8w$eQUWcuhO^b4#Vul7;{Qye5xUwDxXvtyy}Ipq
zYOB&dnip%G)L0sFTppsu2o2T5(DfB2G3PvP9YS|Q3UoaD$zDdav|kFBY3mB7n1I|o
z;g;C{0JI53SXj^+@wzzuk5MvxNW$b#`~|ST;qgelq8_5w`U-^isHHrqWhfEdyxkF?
z=G#aJvKWdj^z;ng4D$@4H!UFs1)8guaf?#VuH(w3YG&!Wy<VkS_+5tEcag`DdP!G|
zvoQN*nuZ4`BT`sf>s)o8np(V4mg*KWdwjRK9lOtvmdT}nX3D@SmoRve9LeGE&OR~K
z)A;)*IiI%q3%avkGvafebFpzxVt)=q_&i@zX5ZF`8H@cBsR+9U+l<xM$@kRv!uN_1
zvIY{?PHGQ>K)k_F1dp-+Mm{bzk9B#BpCPoUkyl{O#`w6waWtcR=zip*Vgvq~xq{bA
zQcR2k>Ea+HC_7=8-Tv4e#qOQoKUlp-EoY6e0VGq210#VDaMtwSSl8hZh;`ezbH3hM
z#)U7YCPkNwo&D<E;5`#?tI6}5pne_!d-CPYAa~cNzOmQWTaWVBzVI@jRWC>NjL^ss
zX*Eyz>JFyWuRq}_S%1VN@`YIC2mV=r8uQek*iGLv9oSUm=0zpZsH?kulzQ;jN>`-_
zlQE}|Cr>z9c^&)?g3>3|)LEvtW}sLp-s#cJvwhDio6FJBnwhd8&gnc<X`csE<3oPJ
zOC<d{rLVq1<zP>Da;{Vvp}j9u*kh4YK-{c}Nn&O5ZWqn!o6_y_`0**Tz|lVP)ibU+
zf-A>gwAGhB5h;}&6D6O8FG3gesj2F+AJuV<$gSk?Zd@2insq!jy*A862+P1%=42?S
z{6+aao#)NjTPTfQOKaR64r7;X&+hUOqRV&04NZ@LBHPHl<g@FPE4D54t`ES=#wUDI
zx8mGd7FWoL>K`K9I7&;}BraxW!!*Eb)ShSII|hJW0y^nv8ewt<17^NE2|i1fx}YP6
z7}a70>Wtr`>9V<yF3Jni4Zh)RqoJTHNNGuRoccS2xnASX5<TO2v578>vKh1<DJ|c3
z&^<xdLKjSkcaDipA#mNQ4{E-|s6Xh=t`Fuj==I0FOUApDNN*f#Q0D_Uf~N-=c?!Z|
zuZz1}iYZdJgN+k4-*S8PR4$31*3z!0E1mY`NdQ+1rRcQO;j`K&(~zu@5j;Q1NsyEV
zGbD+i-j^rdr$eOkZsry9Zm+EFRiW!+*Q4*H$M4cWJQ9Z`Up-!(LB2q}?L1;=YsyYR
z#A?5TCEbTe*TRqN0mQMr{eWiS^7WlCLR>ls^)u<WD8uSe)RJzS$2Rmfa>)Uoqfqzn
zj(_mAR0_3@Ah7#3lof0r2FdWy<cKHw>yIhn{`eJVlfe%LX%r}jeYHdF5*Po4gfT^|
zx|-UMC*No+rBQS<ZY7xu#vAXE^Y%)WwCcn8otnHIHRhjElakqPZyPF~t@`693%<ye
z5x47LsZI@<a&tGH)7j{BQ!4#3{b&ugulSvEa%B4=aKJ;dSuJAKxHyW;#ZF0?KPL}=
z$Tle=TRBdxS8j7l-PG|=S=_#}?1;1k{qR`XS^xi@93UR;TvTK~=csJNoASuTEs(m-
zekhG_A2KpyaPnIFzCtBEG<5mJg-7|t;z+dYq1wuOZwH<?mp?9zFB4v$8?(Jl5_8#K
zq*^t@H>|SLp^YL`hsDMg79N)fzn8a)yG8|}=xb0)?PQIHW+6!5HD@+B#K{sbl~ZWr
zcHWMX@^&BR!x#xdM34~&8rMboM-Jj>rF5i~$i)_oQHm!hi2fUR-4;KeC`d)q)PC8w
zLl{He>~8c7hb_bn_<FSM28m|8@+sHK=!4(pp&c0XwS?VXWwGUD8GIjF-GlEu7T{xl
zCEdcFDP2>}mRW#NMn6SP{nP{B4m%o~%A0J-%-ljaiT>lWX^QTP%qE(F8Iy_f4;X`y
zdzs{^)8&rI(s}Eh59GCIy0)dIl9=!wD$Fn-O_8_xLGZDt!kREo%48JQF$*|^wq%?r
zhW$oyKO=vqZA^O3n<!{8jXY^-aerYBWya41?{lC2+=EvdLz3oZ9cw5^2}qFQ3k-!m
zaymBxVZJ#~T~KkDGU&y($wog+k@Z8nb4n+QU`!W%d~$oWHnuZG-137gkUifymGAZ9
zJ^@o%Xs(9!S~>Sb##6QjfAbD1xB=R6c3ktvSF*e}3u#p>X6c^p(R6WoX6i){gE=u-
z>dM??qynqDz*;7Zc<G6ln;aOK)cpLUt3O5Lv!Sqfu~&+UtLwc$Ya3AHW4F#ZDDLa&
zl2bdUPq|P{%k0->s687u414r>uFB$M<i5rAq<&9^23IV9A=(cfgY${#gf}cany;Q4
z|A4v5)_c64I;Ih~JlKr*YCl`+c2GrN3c;vS;&NC!(d@S>FVFX?Eq;$76;RAg`aRfc
zIwU6d{^oab!JuxU${4*^-;Yg`r#6|->GUuWX~vAI)R1BzK(qRQKBoCDmePkfBw8JC
z6`=d8BW*Z&_>D+S4t09m%Hr%C`#dx{qY!XzJ*=kk!Z!PAyWzWGf&8GzXm-O1TD2O|
z_scpYiYGN=n7-xe|6%K_gQ{HHaId6*2na}bNr`lKx3si0NOyOabf>V8QV|dk5fA}E
zy1Uaw$D)?Rd6xUz-}%nW`ODcOvuEUe-#dTTb??2(ZNR@q`m@IsTl%7HY&$-L<xHhZ
z^QhnCo$T_b=Jxl09NjPHthnVpD+^6eX6P&{W-8u5<)y;-yt}805({E`NITPd)wR%~
zwR@Rw3ew-%-UT{4e6}5<OfvUAXHKUnup5UTKQ9fFW2NlA(>G+R8xXY1$sKcRsAQ{G
zJJ1WzY%*!}%T{_L;EI&?^)5C}%A*4vhstlFWt2-G`)o!!8b`Rm00zU5fs1^2UWS88
z43#F35rC|u2?cHq04C;M+zfgs_`*=A?^%GZT2=b%v3P<uV7ZWPLTRudXivo7Tz_{Z
zKI?=bRZ!vL<QpBqL;tJ@hWg&z3lE9F9mR8a5b@xR_>&#{nFl|gy}7%W;dQu#J)Pa~
z2j`Z{;dw4i6n)a&ul$ftZ)>q(ah#GzZ1*G`@-etbpRR{Y=}MxZ<Y2s+U$Yd>Z_z(=
z39-G&WW&2n-DJ4we@e-}?3&!8Pg&}du<RPqb44K&LR#$O5H2Hf&N$JDR?$=7S6sbN
ziN5((`~h1rr2)$Rk7COFLR$_G3<*Q)1!?=Rjj-*yvWskQ91k2mb?fEuUHm2WCnfkd
zD6Oa(LS}2>7x;3$-phe{a}9OYgP75DOICsEep>fzP!g=~i-eZnufz+QD!o7@efrJx
zegF^HK%GzOnVNl9Jdl6Vm-OG&pE)WhIOhe_vv{@-cxfz-hKJKKujg-W;$4a%?007*
zc5aWyn8X;dNR++u-LGrU4s%V6Z#`cO=5Kl0MI=lz7G@xSjfluXN6UB|Op%nVr-T0f
z>!lQ5b5=60J8yt?ctC)OO0UswOZ<~Je9Tbp43&|MDqhP#%Y@I@QGqw7F^72@n>qw_
zpAEL2x?~<~?NM{`RS8jBMou;#+x*NV3V)4xtHWem$Chn%9$Tmo=>9suv+YT#QtymU
zhp2K!3{0Qp!vHHNFn%jkCL<|<g^IeJY)WCd(~Ae9#<9y=yuRT-yp|h-o_rs?((g)_
zGY@gO7JDk6rOE|o=$6-kC)t{>1%&bGMK*@Fnbz)ZG@x^=4>ZY@on$179bf%ucRBKo
zrtCd9|N3Vho|$=@-s{pRq&!=wJghG|)wPU)!)_&}r}ahL@apB<drVPElC*%98Y&#A
zLK@2qm6wViF|Bs2wG=Uv^IOIgjcEhl4LM%p+>#y^xt2YC_Y5^e;oivM?M;(eN}F;P
zF3~Z-5Ram2-!L%*5~CblVlRvXRi<52R}gTgHG?C=u9oj^(S?wA&|{FVnNWl8iN;Lz
zR#4r;RWV`fWwHqVE<FH?eo+KCJ#-PN*Y^~ul^$F&TLixn&A;h@N3RqO+(f@heQ-Yx
zTSMa5?EcpuXi*Ghq2v$30$d;TCWhuCBjt4bK@0fFH%e%;ii={kPBxO)I*9vf;){OK
zcMcn2#?!YO;)NV>p(n4>YDFq3l4?arx}_K2-s4lauUh<&PXXlv@o2c;2=13BY#CQ)
z#M2hldy>AthrdvU``J=FI+JiXp6D_1w^hw?MRbP!h|$Aa=i;=ko}P7Ma5_R%-?T4{
z2}ddw>4B27(Dl1}<5Wtq_X=%p;aE>5$oQS>%HW09r|LWK1r56loqP6jv>{9iR4(<O
zw@1YOEkRb+5mUd<$X!KQAD7ODwxb<Xi<?tQ54IA%(tgpbboXASZPitSquiwyMJ?CA
z3s~c=Q42B@7ry(|D&)UwbupOc5|y?#q*_7irZjWQSoDdfDi%t78|?4tIxm4oUghrn
z@<t&yJ%CZI;4J(Y@BHz&xWPDQ(MvYZHg)eAJ~C3b#CD#_s!P^D&yR0*9b6_Z<MFFw
z(z03F$LMIuvsv(YQ>y$uJPcgS3M0*scr2SmRGy}YNxL(*;z6|xG?bDEUdVxEY~OF&
zl(=Z87so_D^_~>5Ok4?lX!zo7NI)$ayxsFoUlyyqaq40;Gl}SN0KH|eZ9+V=CCj8$
zhhpCD1xsel^_7%X@!*<$qcdzcc-K1a>8pG#g6p_|I?3~Ta+CG#)l~NzvZ0HK^%PEN
zBE=%}Vao$v!fE;(?@P!tU$~|FiVQrxfc)J=aY#BWw65cw=gNvCN|<G!x*YuS#l7Fi
z{6+2UcFbN&8dwBRkD%p6NGzf23Mo_-RBJqSgg4pKVCk;QLEQH00{PP7Z)j!YcytSC
z6aRUeeTZWwPI4RG|8SJ9gG%xpE)u~M_Y+hCH6An+$(rw<B<fyapp5<a86FnqD~K9)
z&t^u3dqHW0r!n*~*NX?8)O??${K<Tt%)eKEHGR^~rg}}tozimj1rLW(j`*0kd;LMu
zvGBy34&jNcQ(;Osd;%OYtZx|2)TEH`5J3D#7QP_t<XHD(d&ESZ#YVtnXpgfWHYF*b
z`#GIp-*uhRyh#a4i8X}rhw>iPd@|b;s`th%jXcC`yW#*UKs)aG^)2t1B1o%3tLa%X
zz0$)|=q9V)D;ZRXwes0$&ukXq3^;O<B^{MO!i|QEbjbHv`X5FRvFMe76YL{9;{@J5
z;;*o)R`IZ9c4yemCUlfJkHR(lkfmHxOCK24IFS{-H_9_^_4PNZs^BjEb+u|6+YR1z
zKf7p`A}5XE2sxAT7L>~QTIS(BMo5jQs^8a5mHgzl@C~fS?bVmf=H6#dv^1}#iyUiV
zg`a=8;%&|3?*uFc)$1D?Z+P>{kXDQlKwGA7Yc|=LG~FYwaYJj;_?pI<lBnhyTxSzT
zMakNUzAq+3)jWMJuO?v8?H&tLoL8+3qzzPJR)i)a^|659sxO*Y>H8b)%uUvCH09&a
zxZ|n4Jj1lC>Wu^>Y_4zJYAX;!jB98bW6pe$f1v>qx-~)AKYel~RnT<9LXytCor7Cn
z>;CB2TZV<k@Kn~jtX(lRKV~r-o9eWO?tN`QcL{ADh@#w{i7@7@N`F<WO68N*wY0Bb
zw}K*Yrwkd+Dz6jO_9lS}yPnWbNlGs$OzrN0{7+6zO!v*Y;q~O2ar&VxPcGO|cjlvN
zqu>znq1|SW;@tZUM!iRl9Y>Ke-=nhEaoq8q-`ppw<-J|O12bHKURpZ3)!F;E7E|K%
zZ?MrMy6(D~_+HS@+|ws`VT~3+g$=_bR>njj!A>ucV8*t5Bx#>kJo?avI@|%-G|fqF
zKEIplm4H8)xOy(qdH3hRyLy#oRP~)7X<;G)<e|L2*{XRDa5SICp=<XcIZHi@L4#6L
zTSn+7Ns2y+z<=HUh0>O7F7iV|bS6@@l@ShmjF+XE;Aq`KOZ1bTsCV+~QgJ|Bv(cZG
zbb;H3;9G&N2Pv{6OW41O1o1kSKe}W%q8})Kz=uW00*01}4=Y*quVwB-oWY5&=hbt&
zvL5;WP4|+BbU*jo+52L3K&kBJRTV)n14}9YuGpG*rCyo+c^VHM))<qeeRJ2X2T?oQ
z`OL`0rIc6Z)03;*M{7J;jL$t<bc$6AqrQX}{f<8u>{u@O_=MYaC#13eLy1G29r4}t
za<0DmbzlXJOeKN1l3GALNQYK&j}Ja^OIOAhYGjRTcrHC7GgTP-G}Dl+u(>R{FoVbA
zn>*NQ+kN#)Y+<qGUXjTJf>B9ve(jsWti>3Ehl?9R6|mONo2lEw?;21p?Lrw4?tU~m
zAWcX=woPNktglHO3*x?VNl4?fivet<yS<gY4&+%r+rCHskN9=L;g4DD%hu+TORUTb
zYZ9?Bf}Mu5oDXrtNz7R_-KUYJzi4_K7Q(vCsm*O=@pLeA!m>p1mOmW_U+2{L?m0V7
zDrS{I)H{0UEQX$e4IsB?b)|!Cnn*MVmnmYi?oaPY?BoWPjrp}B74ya{`EDN=vqi?D
za@MjjN^K2!CBlyH-xsR^OtRibBmF6h+5Rw8EFihW;$-f~4ha=F>&$vU{N?*C<PxV%
zJfQua2ofcd!jC<a`rA-WGh_$zOPpny6*lmq10}*R<#){xtq1q}Y^g<TFMl9;beo47
zlu9IUCm^p?Cla7?Srku@^=4DQAmw|`+j##Gmlz^we%ZDpQ^;>kEc*3vGgv?OlGWOL
z#d`*{aCpOW@#tZ8jy>Q#RXZ+5d%$dYzc*Y4H?CGh0sTG=9dJPb1!^e+3c6=Ezu3>S
z5!#14ZxipmCYj)FTq65SXMq0^u~Nv#hu(WZn@hXqi1f$6JAqu#&EsH!M20Zy=#8aw
z^fCeXK3(Jw@7`-*h?d{`%Av3f&K%(`O_^|%tpArZ#zDlEQMq7$msc9MMyy4wN-AnK
zdJVikyST(y%du`{bEDE>7_(Bkb43<uMufq-b;-u?sMAZ1g=L5RoN1KuiDog3rtndE
z=1`l0+pqa{k5zjo%wtKm6>ZicV2MN`pYFK*q{HAnSb1^vu|Z`~cXoef?__=SC^xjU
zJiZ6DNQ#{`ZJl&qYwv_iiT7LB$7LwY$y5osR}Ntf&!Uycz-1CMuEBCK^|ht}B*YC-
zW~eC_rfxgE5W!*+KAr~GP1)PZH9N+)V_+C_EGHKQ5T`rGo-3sy4xZ3fZ^3(k7+-(e
zHOP)_Ulg`RW9dF#Y+&Z?cDGV@RuTj8&OH*woKuMk)vBx9<2R>WT1A9B%kg#4_wZ}%
z)ibk7!7qErwI9?z1;$J<ROo$v9R3);wQ9{}WiGo)JTD>PPe=kxU8BlwK7j=!bxae;
zx33r-j#A9pkeXjvq==hwA}1qd{`e_CO^lx(LXK+SE-~_K3)7PP#SUgfPhvCD{r*q)
zRezAhV9Q#Otx(UuBJ4s_dOH7oG2f|9`BFKP@is1p*vMz*#l7?h$ESo!z570z@`b9I
zJra~Muc&eQURem>xJmLLOSIa!>~L0~f5eRJcv&myaxiV-fwPbFxu=;jH-VSxmNxL=
ziw8wBK(PeSfmw$@^7jS}JK$W&3+4hfI4kK=xWnN}KqhsHSP?}fxgL3e=giS6og4zK
zt=bopkyreO^i{ZDqz#(il0nK~IBQB^rFIYl8dWX!2csdaV1KW`l+enF*_H_9n)FmL
z$3+r;V}GxpmYQHQJh`gVQ=Mao{qIY{LlJ*b%7p@_YBU{uqW9z9xR0odT<Wu9)7og*
z+bm6$;Cm`Rp;YY7o#o`%;_KeU?{AlWSm$(iM@A$_y6-8ZeTmhURLE-Ciw?BeOQ=(q
z2FcPuuNKt!ao}cT3Q`>6h1L+%HwV*uLH73tn;&8lxy7orB))Z6d>q7pj_VS84~?B{
z^APRg8};eI16JAe789YK0<HB@8JVafvVo@YMfR&uE!c5yb|n`0I8@jbinvGFtQ3EO
zwmD0o$f1!OXZ?+hFw|J{yD@^_49E|u#_Gb%{HT<{@(b`T49LO2Wa(uwHa!*r2GI{#
zbmFQw^B-huq(2t##4m3@(b&@SjXVXZ4vh;{tlO44CL;wsH-!4t6Y0?JhTshummo&Y
zVa5H(@9?SpJ{A|(1A*R4>JZZ9@0eC(Y!Pbwvkcb^>Y1C7?QGuHvWhcNnu_~A4>w%p
z3wgUO9;hoFKVR+qC)*)rM2yTE-Dm@Gs)#6JOT>daPfZsVUlL1ED$2uOe`xkW+H%l8
z#!wiP{bNjq<v10O9Ud>vEEcM7mvf^21h-m&Ls548;*Nm_*T1!XawDOF5VR8}ob_N?
zZZ=IM0CrtGPSI+TR202B`#7oCC!}kfE$HjdF=mr*U&i}ep(r<{RAla4OqNb9Cst!h
zMBY9xTsddn_0_<7@y9mkA?gK5biz=Q#`Cj_ZT<~enDgiFmOk-|b9DSk{LD8(TWf8}
zZQYtqET6MuS;ePJ1k_AKwjt`l_9k?$jx=m9FP+j39$;8_@6NWpc1p3XdOt<CF>9a#
zsj8pc5w~bubR5cWJ|$u^Xmk3risfx8XjLTx|I&+j03yi?6{R?W7YGa!Gme>Y6YLzb
z!!LvPN|mGe*mK03Tx`o%ib*%)Hh)>xlCt|ha8ZFz`1(0D?A8;VrrZ^M31BbeV2Kjk
zi01;oJKK>uk#ohOk|g<`D#l=RY0bhA82g$<xl#lcr@r$TnkMRl4^_6%8ee)rfs-Nz
zUAeaw)m`5PG#3C^eGVwXIurIl==L@`*9^b_V)2<inzWKm@fq1~1fd=E@LAs=-|s?m
zC*eDie9qiRf|1ej@PSeH2%&sv0<w|@b!lkvtC?*67nmr`(#a{3;Y35WgeX)SWC;#+
zgScuFvy3ef?Hj-9z8w+i*JE=k&;CsC8HkVOvXEXS8MpKjQF;5y;*AK}$wQur2PefC
z=^a0{*VvNgVbtL5VT^N>@)x+DkJq8F4bC6>9KF(;!y8h)w*WlEegyr_3{;<UzZ7d{
z#swE}Bs+!skAQ^cAsA-=7KGj;dW+1_{L6Z3wje1o1;+F&eKM22w#34j7gL8nUZNy^
z^=KKY=O+_^yqj~{W>M@0{UXS&Rb3>g%x%O<6BuMASKz^0&TlVli8sy@T@j~08pYwn
zbOYZ!X={Y@r_kPaw_zN5fnN?$_uiZ*y)}Pp{4CXn7PoTH>r=i0?;kR3S*1BS2!|bf
zwk=no$kF)sQ|9C`kVj4>un_AIw)eL>6KxD;Z$H?#W-*1&4K3=7yl$=@=7iQ8olU2Z
zDh^E-Y-3r0pqC^s=V<hwC;O2<qtqJK<^MM#T*6+%L5lJodS1Sx$$$(^d-K>Q1ijV`
z@47aq2q+tY{3bdg;vt0)0jGFv6orc8EA@nXTo+VKS`W3s3_y^&;z_vCWj{6by6GjB
zd|n5x?PnA>J?eF<Y%()4YSMXPt@>MgNTkzUty(m<aArYvdq-psAGJs$r#xkxBW&ZB
zsxSGrnHriwE%s~T%Ziv&OPM6**ns;lL-p?)0)O6ENrC6jU-04Tx1*G7+TwJ`rbK=o
zO=}x=#`N5oT5PtT1_QmJ>ocNEvaY_c4XE<udQw<q5vMyNl1~`y?J!eozXs;N6@$dw
zi+ea}bxZ&n{o1U<+vTz{yaDXV9G3M&12HhvGg0$eZEnx3=P<~jxm`7U0r_cU`=2v@
z3>l*Iq$Z0wHrEu8Zg;UQzyH&#0{6*PEYeB!xmd`F<tFGSfyRsTzI#usqdaA7>{rP=
z=6pz2d%JZf%AW$bq4#xe{-8e|Pt~MFO-JOQ)YrLVCkxmttCNwN$h!oeZgxo|KMdx!
zTV_P<!xN0Z{P|AbHc((Ow!Qo^0cS-4L-xdT`|5|GLea)?Z-shYvY6sK&9Q9*Ey34v
z>a9IYp0TiBg$}VWW&w5;MNZVz9M~_pM41rr^S3XmCxHi(<3z=%O;KP}M)OpSX)vHf
zaV3&D1pIL69t6)uy+~Ui1ds7WdIz@cg3KdEel#wD2W(Flv(-o79NSS&`!CDsgn!g;
zWv7xHTVB7>>H2=e#!OlLh1iLkGE9QRL4fKTp;HTB>TiMLSd8xs!aDdXNY#Bm$^AJ*
z6VEMgB9;kurarX%BSyOQJZJln{TN#6n!p-TbpIh4-$Mw_Q=_Ti-wgi->6LoSrwVXL
zQsjgBkT3Yps^X&6MIzQ|p0pcw>QoB)*+_+%na2(nVUUpBx#%61Je(@;c7Uc7g^Q`y
zay&AeI|otubZC1^=j1(poxq8uM!ko*p`E>2^H73M3_*tcfU+T@2b51{*TsI`7e<Ps
zvooZU|JFfG!E`S)w7ct7epvC(i-%c!iL>R!L-V}Xk&&2DM1^?@3;_0SL_!Cx5H&4>
zB&LtVUjlwoi@#!;slD3y79&N8!M47gXrlIRdOXOWb@O{HtG8)36^~`{URbwt;$z6=
zQ{(uu;R4%Y?Y09E(_WV3%ijfv&Q-@P6vhl!*|OFWv{O`X9Yj3P*x}#r?qXrbipFyq
zN}(WA*GWc%wgY9K;;~jHo4zF#N)LybB*%+liAYSsTpl|Fa7#T${{zl$@{L$dij5+s
zoFIE8<h#I~xxm9<tDh1B3eUZ^`b>Y$E!^xX_3e@We0rQkluDGR7qP!W-bD=*#Czb_
z`6K%!@a({@eZ0l{5ZHSLA9bKJD5bklY;zV^y&x>beJo#T>9{?bb^Q+1DwQ}vbILZ*
zIxFc!2o9c;=o}fd>%WT?YC`4}nz5e3$G+O?Jz)^$v8>`2p|W>^Yt~<LmyPi(41{z$
zc8qV<GiU^5F5it2P<%2y_hF|Al=`VFE}Uo0ZFMhr;ZKRUTJOjX5q@F3IRD2mpO?Fq
zP_pWhKAbPy_%>grIHCT{vkyfk1%*F0JTPM!p1T%$W^QTM_VcY!@gPUi#=xW&ekBIj
z0}SjJFHok4ZGMKNE8J%Q_*Xe3_uXd^_i(?{p5D4GD!MX`sjc}%en){NeG<#!0X(RE
z^8mbuM^huc9}z+IQ6DS92?9m9;?|I$T0B}<W83d5A%mIk|NM=i3AUh-^sgUhHleGb
z4dg>76*=vMxSwqN;<cYrDHI`5uD7s!`tnop-uUWNzXx;-AeR+xn|&|cJ_2s;o*7tN
zA>m2GB`jVVKeA7u*2bfaq!bGvUgCeR8Es0v?%n%*JhZ{JZ|g0^h|r3{Jz)_oAZ4Ol
z<v|>m1zIwoDtTu3R|EQqGb%E&qhq2y_zpDx)SsDy^lz5@53Pm^7uhK+nQZ#fV^Nj5
z{cI5SC@;;lwF!1?>y1-SsS){4`53R$9_tf)+BEth1*ZBkptjQL-8D`Ajh!L<tScJe
zanj@2-Hoe@gEOU1Dd!xOQW_OZ!w$B-Mde&o@#p?{J5Qk=GCM&}Lvt|jMakN{qM>%9
zC<0c=BMUzawr669?}W?8=h+Y_Z|k}Jrdk`mF#T}z^t*>qL4E%_`fed_L^c$Xhp69K
zS}Azp`Ba^HE?@VRh&?jtDk3p7iO6E1(HdDW<l5TFiPe^lje!Z;X34b6LO4dpMk661
z@_z|yUs1PkzuJ%Z7pIl(ymy>^WAB)%(Ij%>M}@})JLEC9c85+QxgZ>pzk29OyPhSB
z$#OG{T?`zvSph-gdF1BEYUi6_l_+l}wOsnVXr{5Ohjo7po-C=uEt}|WA2)JE>@ENn
z9*7(O<vs>}_W(hnMPZoA2>+mdKC5xWAma3i1aKQoFKf*a@TEzs&^I@P@W&oG%weSX
zzV36$ml^_?dA#;$sWT<A@!&@-sJiVJzHkOzC*T9h563pL8t7JZz+rMwlZTGqH{I$@
zK_<}b7&Bl(C4E_EshHjf7=I86y8Qw^-O9?yyrS)0x_&q<Qsxx{yPErw9s`exj^-Zo
z1_H12or-jh|Hf5EOnPMKx_X`uUm=g(;~)wqe450RwulHKLw`boQq?MyyNhUw*c6>v
zX#XWEH<=~=Ri;w!oMkAv76ZM4Vo_gBS8?aZ;<obYdH2#{p_S4Gk+pXRTLXTy`VpZ=
zAp;V&^<A#&B^+xVeV>dIf@rxqBT&4p*B)XBQwPF@v2tCUs+cEinv5?(Ju%ifRNt2n
zR=!&?bv&_Bp4d)_)wbXSi<u_5u_W*^evL{;VqU=jb0=R39rcCcrGrD$mjME!C{YI<
zZsHk2>l8KP+YzAstq~q3!b}lkph`**?Is*6w|pl92d{+&HQs5phhmj3^;xPIy0>9~
z>UTe1A8N@jYAE{%snCEQkf3z;Pz666K@&k&Lx0t?%`i6b2$z2AWymAEYHl7Lf@j@8
zj)J@a6fHzc-vN!*nfzOVza}tV!L*9fGPV3j*z4fhtryn^4wM(G4Wc=ia{rEQ>Fbex
zDZ(%D8`!FBa_K-1UvZU)e5r>aX}C6i^yg$G<qau(v$m$%?OWO7u?(u4@<a?ltg&*<
zZKtM_(0UaQjrwq(A5xi_%9Ob^BgQ#KsvG7z->5#+VtU!>tYr@_p60%``*c6o^_?)c
zYn1kWn%H7PWrNIZ#R=<eH;tYxBS*!-jyJDwK39fmjs_E38`Q^~He*v2lGGF$CQJ#Q
zMY%AV?m&_J!pV~g!L5pBsumNkn^M)cRwuE)Hh!4`z~ww_VCRtC-jtq0oY%Qyh05vW
zW80qDw%M7|Pgib`H2$Mb!FQ8<6sC5ki!;)ltU0L930Q;AYVJM@>3Cb1#7oqUT=hL#
z+MYrmWf2rg{)v!Wgrc2wVY66U<vm=hG5tK*9_t|j>ngad%D;S3tn?VF#bxSU$U#6G
zh=B=48~$;u5cOXwu`t0^BT&;7GVAws`x7XnL54HPIJd}g33#};9@lc#a;*T^7MH@~
zS1N<cgP@B=Z;PHck?Oda{4Y^g1H<WXo`}f&VbiH1_z?sSwsHelI)G2Qk|I$qTowlE
zTD@;R#~=*fpD`<h{9`#Sr2+xsiGYa;jZZ6s*__C4c>#2FKkX361aVDa;C}&Hoeq}J
zkJ=)<h0>5=f4PS>?7wc2(Iwy#O*j-n>7>Gf89DzQn?@ipOTlOAIZOO#cWzVY<UNEa
zq{e%?x~LzEkq7%+%e@TpdPM0bs$oA|PU3ARhs?dJg`v;#=yJai)w)g(?PlB}E&Rl`
z>z6=Aa@$^V_<}D}YhNm?5=HfG()0pnnlQA|!PMJdw&i;5@JeULXkSk}v+!elVJBzt
zir(ixay=fJM7%W`e4I-*61{!pTMrjOscK}E1?w)l`YKXn3uEP7Q_rI3A(9~ytvB&|
zR)$!_Ynt!G#%gB*{g^x1)28kFW9WC#0>b?hSC*Q`T-q4In{h>xB?cVlFxHMgl}ZIQ
zi*YSu>X|U3#WTBxLF31r`9M<GvAUx%R$Y5%t@EI$%BGZFlbFL$LfI?vCW~|45A}p5
zlwn)X{0OfaOXNbowlD4xL<;ep7mtb@zx8kU#!D6Su*gH+d!mWR21T*Z{BHps1@}Ov
z`sZs`N@+vcqy(S4tP*^z$;51Xo1xEYM^4MPn5iX~zG$M%6FxJTeOLCoz(n|0z8}_B
zJ!E+DxcAogRis1T8n7$?jQ;mJKkvh(ZdmsRa71?DODN&NCzBZvq=6QyB*B~tM`3hy
z6zH0|1n;>cSVI*r94fJ{&6gQCPQn2#wMBXA?VZk;pVdrvC|-*gyHWcmw~bo-ya)V<
z%OhFT{|y5Q2oHds_D%$b4<s=y0atFM;QfC2(OEV+EGVDLOiKK@Z5LcYm|N(*;@ZJM
z-eb*Fj#Bi<iP_yiZv&-rdPgR@Kmo&E&9{e9w)0MTmo4+?dcXQoqE<}3CW_ojj?MLo
zynRw8XIXF-h}p%v)7x)HLq~aieKb^8%I6`^#|m-;q{GfZS-UF9aIJD9GXlm(Q*MPC
zC6TShH~UwK1AZXCVrQ}C{sxa+7ne5hoRprqM^p-aq}bZ<UX}8;;{`^Jy?XO++uQjn
z%$hr5{UHYmoo%Ovjd#Z7D%Z`Q;;b2a;f<!1t4`Do_G9IBjnxJjqeG$FyF!~>dW+iR
zw1Hj|C7oU%E8FPhcD1j@l1<FF1`fXM=0z2H|INbx{g`-S_F`j2_lr$EKg)>C@4wN+
zH2(<%bb&E_A4k?xYNfj<ZcdDkXXOmNz-CF^@$a){XzOIWQWC2KyB*j9>n$Mr$KAWd
zvc&-9lJqhiD6LlbQE3Ck1mv1uZnh5<@`C46iuY-HT{M*oI5>n(RDK6@3m__w<ocX~
z)CReyYxAUCDff0blReK6=@pHgK4xrCEJGDgq{qG@s9YYmAxE)LQ+H0yO5+Y^llpo+
zDNcDKeR*6_?mYOe=rYTD=-}4Z?NF|}zGBc8H=Dyg<82GOgZC4QYF;S!Mlr_IWlo3g
z)rxIe!tr)r7q8QV5u6i6>wU0MMm`s5QW(6Hx_f1DLA&*suJ%G&j$_vUinAzstb0N5
zY<?gJ8`I4qM2TX=r_c%}fk>xUb2NdP?I|m!H+ig$+w>o*X#`8!+kbbm8EJb;<e3g=
zD2j5X^wlwrG1(z?dx^@xzr&r_UNhe}*$I(zuW4SG2D|EyG@-u)bJ=6+g7@c3O*09$
zy$9DJ?~ZI*Oj}se*vD)hI@qK42`lK`{obCsf89xw87&g{h`zMR0U<tZe5NS0lR`F8
zZz_D0;dlHk`K`?ECtf^n^ULhB^WzNUekPCVl;!Jn)bU<wODq!>jElso=I|tf0YoVc
zj3dINz?@0!Z42BH`-8v+=G?+2Y182xE6-=}P2N~jWS)~oa(R|lLS~r`#fl~v#+c5r
z$M0m|M)@aY<3<2wH9dLcoNj1N@b@8q4E`LrKhUrDF$6~QV;|_fa<kRsrh(Clgn`~l
z``t~AZhyPiFUnddqP?UqLIQ>?<iP2spJP()kU)NbUoZ0_Ks<hdHyndcGLKn)>HCjJ
ztgYdU$>p%a+FUFsCc3)t?Lq=_H^JbYvO-a^V1;4y4{I44>L4i62_c)2z;o{>AE@&N
z^tNrEZ>Ed7uf|)f+bhy~ktowuH0ZmLVdio8%h@sdXpKDC`DD~Kl#R&Q@EOKH_2B(v
zEp5<rdPgCLm_O-$t$z2L2xAbJi#Oj}nP8F*zw##%&>p=;M}6dz01G{nWw&L_xzpXo
zG;xa`4iskjdH`RD+DeKSqP9KP!K<DB!e%XBLCmU!PdxTPLwB4>3uqM4$W|8RFdIv}
zNySQY!`=!TM@7E#IP(s&%~#~(qh<!Jif4KF8$@<iD3EE}&LNxF?UYth3_7zQ7S;aJ
zX){Fl^2>|R{2WLURv4pc+DP)+brVJypM6_cWK{yLM!MmpLUX{PZ`+Gh*jthe9})A`
z)%~{HNGsR0MAf$^&L^es+n=UX8mcn%i(i?XAXt|7+(+%eB*pPSh-60@!f_SF*T-Co
zd6Wkv6qdk&!tM!>3|T;&LHQfIZ|gw;9vQ?66_+zlTx0wZ;y+@Lz#We7bK|S4t9D)E
zHl$n@&uVVDDw1cBw^a-!^Qx7Se0z#wB>I+mSs4Ong+BTR_<6ZVUOg<-F_DTgr*T(P
zl6Ev;s0pUz<c4HBus^Skc!)lc)9+#E^-JhW1>)K4Ii`r+v=$9mi_mD5UOmd9{#+HY
z@qK)9e-KxG2OBmZQ$=G#8~FH!aQ=)MioDyx*OWpsTgihebi3nIpd{S@^A57hGlYyj
zC^X#uqx?v~^hbRIh3szee{_R*?g-hSwOv+ib?(G?`A|M@J+r@Op*o);?f6{l!gZ8o
zw?v1ya;69EDczXORLr>%VqO$4)$E=N@Fb4APq(~DXV@maFq3UrB6CU(#~gif(gY?u
z%!_5`s>r-ch04DVBpYTnpnkHRqWJBS)txk#N@W0Um?p-+<yl|30DXs9*pC=7<OoN&
zCMlS*6oj2`nd3vXT=q&JB9ME3r=eRN^j7^|`*2S=xb8<I=-VKLUqCZ0QKcJ_)&?X#
z?PZAsM<l49;y&+@S%CxE3spCB4fa;dU;b#8j(&bUi3xqBW6!2XK|+$#s8Hl;o6y`C
zxD~Qx<t8NM8phZ!eCDt6()~P#yVpi#EEV<v-DO-9ZXwxTT$1D9gM$66-Qh4u!19VD
zT1?WFc)DGn-A{X$Yj&TIX!RY7*MoVV?ndqrM0R__r%-eNhY69t!PGZ=7PykiXnw_h
z8(jOgo}`C(ibwd@()ol8SZ`xpv74|NeR<Bt_RxOZklb@WQeKgYbiZ!^EdZ(*V1#+G
zu$SGqOXa-t+T>KJSKH!5pK^0bE)jM?)P$=V5X2CDi<fm2;3z-Zz+&m}+|VhpAqDM`
zqGC~_(zJSCu2|{L9t|r+)-+e^CDuA?d=?tdA!Vu_eI^iRM3(41dzw4|ai05Zw;c3`
zz0kzyY3?<_L%O>^0L%iGFhm?CBESg~$SeVaCGH3N4UDN~OO=5a)#fy0z<zkK__0Z$
z@l=f(b$h3QSp8~~9HCU3fj2axc5c|~oRv9oBgbbfdV}B>BDi)d7D=W-5ECWdTVG$Z
z!I_VVELpu&$r{yo(i}6ifr`WF3d`I*S}E+|;j`r{|I_MPUZrRQa|g89Kz1zJz^&Ts
z^KUv}zSYL}jG?3rFqY;J=c|*=rMZ+!BQOz2PQ`Q?i>6A1SPDLM26k11;ACwrcoV>2
zb%Esv=!h+uzueXVXASqQ0bkf}ycu&9l>u<XdyEarZAW^yH<yAf9w>g^KcX%afx_=R
z2hs1J+7~(_7ud=3tv=5W{yn8>I0Z?vDoJW~ck3@vl$H{1kVK<Giw+<c5^xyGm7X^J
zg5AHg5PRu3>RpNkyR1-+w^k+PcU*#(QX<Q#8-KkSKyHfL(M>8zYn2HF3c1yKa$H=O
zy_s5Ic>>6|Q{b5gRIUk$iQU?Qj05-@L!hUxJH9VIcXzd2WZG(8|La-VhS^xORr#|Z
zQ$0)9sPCT-&zIM~GhVnk-+2pS5Fv_T=n?nZ_(FYkp1#)z9pdx5)`y3=Jt#9McP#iE
zLR=_ukAdsJPFkbtN3+~0qPl=Dz0KGfDvSqRy<_hx0(OiFbU$A4h^L5YkinN75o230
zbiwJ2p?;v6%hU0L+<ECGS^vH+%~`Toi_VMRiA^|a&iW#rDt8A|4UV&)G1^<4g#(w}
z=*Jhuzq(i^H4f(TU>_Vok4W-3S~zXzSzaq`+E=qF3TDzK$up<gX==M|8-SXrP;7Sk
zDbSB)-<BzpBl3AcN9>R)3F@V4s7T-&@u9YBCv6WNy1;B5g&ZfPX7JgEcq4wSWj<PI
zn;BIz0tW7I?e=rDi+CT9S7(^iT#$giTX>ExP-#oj?&=c~B}1SCEmpi6pki;p6$E0G
ze3pIJv8?2y^96pYY>P>Z+d~}T*Yl0JM_ZS_PefMAlG}d#UVoGIEA8cP6vxeDBI1eo
z*{SM~FE7(fEAfJV3KDjVjqBaa_iMO^an=3ylS0!A48_0z8j>g6R_`(P8up>*+OqKf
zj|R|qWbj?x*J+%ZLZLe6>8Yc{)%kPs+tY!~ik4vt5^l$L=B`Kk^<*|UhjS<M=i^=u
zz2JvG%8)N4vhh34w*C1|wOvZp?rNv15byAi1ICF%t4=;sYlV;5{%7QuebTbP9j-nD
zt>~*~EwBpKKcL&YwDg&Jum1-Ib-%uJ)e8y&zqSmtGIxd04ZRS=B5ggKY#xYF`%h;m
ztAtb9HmKH~%6tD)tx}Srk4e-4x#{z<CWl!rZ(-sBL@UvT&=i{5T2+-cAf^i7G|pV3
zV+)upeG!O{)u#=d+F$F#19JBYnQeN5P)q8-0HJE&;-FUQ$A}E_lQ8#NKgPCa868#L
zePb);>D&j`{JdBCVZk{x(FHR`Yj1G;hb`aYU)u)|F_#qZw}`XSmx!sZw)vB<OGz(f
z7PdLltsihWIdRd_ZaVw+J<1cc{!<=G``h1UC3I$n!bBdv_D0S2ToQX-w|;f{PvRx}
ze`Rutorb+5;V6!cCA{LK&6mGL<H_O!QJ0oP>nv5Ki!V-XPU;nUv$Ow4kwy`3^^YPg
zb@JfsRJE4b;-h2E!Uv~g2R22|(2;`7Ufjr{D_MmzTK#4`?Y)~YMy=43ME|G{0>`~-
znVCAH;=)Z%W95lT+e%Dw*A~ne(35ogDVw=BPye*`PSzP(|Gw7gOBK^lm~1(0+vTZZ
zN)g*0RJ2J(Vt#uMQE2w`@H7JVH*6Joe?!6;SXmdfyzkfYe-dKj{VxAL_tPnMIXD=<
zubEtw)B~>IJ3pd&BHLGKNM}tJfh5U7Wn9#J&wow>Q<uIq7(f!rACF=vYETO*QWZ_R
z;ZAbvD^R_d`{k<B^*paw0nuGOMOOH_drFEP)A0<|@mJ^{a+E8c#_xaSQoXr<<x(k+
zNCrI*V=B}O%KPPPnDtY{jDMu*?7Mv$doYJ-G5qyjd|}PqOQYsgL5$X9*srLj=^C|R
zXVV`G&%SkLd!wjITsdK>37W)c|3^C&|G}osppEHr^P}kNCU(<8%U`UH4ZrjrI+FaW
zoMKlnT^MAi3&)((CmhVLUCAna-OfABe*f(rKDoQAY&&W5hgWX}@jPb#iol%wYxVT{
zpY=~dl{shvRnU4gfYFtpqpDCSfdU@tU*ZWG^9CS+OWf7@)=E+k4p}+Dz6o|j#8EKK
zCGjPw>1C&bk_o<^0FGvhJH~(a^}u8hREm(dmAPD~B1&*e4IwN2(=4$5CUDyCefMMW
zWo7RNhu@Z_I@Gd2`?^v`GRd8zU@G-vcin;|w>Ckjcyz(unkTEcy+uUE$XJ~L&>Quq
zIrWq$0n#?dn26%e8zT8+{S7v=o!g(vh!EX=N~Pt`DW4X`qf^bA+rKgPZ6IdUT+i$>
zqHaey994=nM|3fTad>|3Luxwrx+#!8+<4c`zUWl;oazg2nqPBABY~-(2k4KI7fk-#
z%#5D6e^%bl$&u+U0z|`=-3egFYcbg)ySX>00{8Hq@?>=~P#)#-HLO8#tUVyxXKShm
z{_HPvw)dKqtR&H6LZ20T&a9NR*}$t>ZG9s|51hG-9;_&of#-i_XjR38BqJeq4^&iL
zGmlclx|yPxC20ehd4@C^ot}Po#*~5E_SThu|1jUQ3Ppw*ezr{^3yfD|0PF0(4pGBA
zygCz7_rWe7Wwh?im|aTk2GAVE5<BfZhPq3$2~7r~Y9_;u?Vj0b4_kr}CI+XxeENFz
zQRPH)Sk?kpt=P@_(SgX)yA?gi_7;=ch*8+>YMt(^ijQ3HoOx}6baw%<er{<Spk90g
z6z18j!(j~Hxt?Y!YC-PAdPYoxZ6xuvHZ*7!(Y0zwMeUY|TD63}*_{&hG8oX_ASv-;
zQ*Z~4?f|z-XM=hNua|dx87BrIJb%?S4iQF^K(->Ap#S>!D=GMQmJfdta=yO0noDet
ztTAoy=zx6+rO`RfBcoh-J}qy*f$gB!j}Weekcs%V6aJO0WS_z=GNWT|6{QPvLsApJ
z;@nvem2BGcIT|zttnU5l^yl>#k0u~^jpXm->$G^uiH9%NYu$*AIVVCG=ATs1;4=wV
zCDY|7z@MsdB<wFi=gIbxJizg2*qfRa7F#QTB=JZ8jV(Q@iifF4%w_+HEzdw~8D1ji
zpioD6Mryt;E)6i&3t1+Jfib|-3b#1Ext=n{FEx8WHK$vi6afAosjU>m{$)G+s!Hwq
zR*I&hC9<>AW5CTp(cSf%I%K$3?0hLhEz)N9%hEBdtySi?0P`#L`_3Q*v|%lu96h{S
z>&AM2as|ru|JP88_OyN+So%2EJaeK7_Ow+X;T9j;xcjYFI=Zvj7Rn%)F^b|f`>K<l
zp<mhC-Rp%M{%<Yxi1$8hOyLN1#dIzU%cWj{$1k&MRYM5J>W5kDcg!R1)upn?p3~)%
zoFq>o6R@`zxiWvYhz6Q7;c{i}32a|l;Jat^UhkaLgumY6;aFm_e9w3Mp4_dw2&<Z&
zub}uB8A0Qp#%luURJaYE7HQ6Gz7UXG)V<YF>aT)PjYj;TbJwvI{{4rrMa{(jh-+w~
z7YL!NPn{r-DmcxjMae!?2YbDi?0KC395W}c-__+uKXSOz@mO`e9>u4fH7s9wrI=<?
zu_{TigFphVY4|~jmDfSKG3}>uV-BXk_vk>JS*=$S1S(u$<PqPo0WMep`%Ho0+iNf{
zWKu62P}`kvsu_omVSwVd_{-lfugGVd`$ipjg{tc^1*3xHyI7b;SRCu$Z!a}CMuA<>
zq$Q{zr7eS1k7Ws&SrY6;6_63cDRQEMjzR=dT(THt89tzpE;K<gW{c&`0SbeU<{oW^
zm_CG13uI+r9t*5z>jM9HJv1r=PJ6M<ckvf8jYu52tA%+~?YHhKs6!S!SHkbxY)}o~
z6TCr)2zvb{nuR{ruTI6a3)Er`|Eht-Jdi);cT8=IxYV-f%e8$=ga7APW}QO~_w;dH
zgOT|O(L1Curpv5rp6f#1O?=c~&y#uhZ1bjSLF*Y;KXLY7HGyxHkZE~C(jI@o?NE|x
zeH<rOLql5@TeWSks#Jf(Ly|;gbj%zjPkooMpJP58dY?J3m~>cr*vb4~J1{J%yLrvR
z4BlsR_PgU(#T;9j>E{Rh5bF>8M;_sakViObXn6NMV-Kmn(Uyc?Zuo)(>vy)(U^7f9
za)l3dpK64OF(<2F9w8<O0iVo;!PnED@6N))1f~Y0(@*p0|A}~-qcf=kvaP_skS-8-
zA1O+imMViBO+5&(I*vg;cAbH@2#9CEs*?-+s$V!nF4K>de=1JTFGB*heLZYxy48*&
z#gb{@EEvBtB{}&5Xk?O;lYxDDhs1Qp%?IsD%{u1yGVSC%wj*Fwe!#3=BpJ8u4{z_s
zAb;}0o<uX!g3Pm!Pkgy?xZq3b|3&FzZ9P(!CvlmRl(Zm+COPp5<xv##U;&9l5DB=^
z`Fhfy1;jc(30SlX>N{)HRhj)oq4=N6+C(h1gzNeKm+L>PZ#5d#brA6^bjo9w$Q8tH
zERWBHhbo{pWc18mbdw0znAx>rdpn+^-n9Bk-kRfF)QImk27b%N4fgfgt-A~$ZgeZU
z4$yPk0rCLMm{H|=)WK#aZVnTSoAtz^7!9RJSVOs@dRDTSjny`^xvo>uR6^ojR6J--
zgD+R3iJuvO1`l|A$>0#3qh*8kF1Csh8vM`+xXU1)(5V-(eo)y?MxxXKrS95vc=j|l
zCg$q}h+;hs@ct-~?O$2ZoiS)SA88M`I<0>TF}Z<L_Wd}s>`!N=Bb$Cb^&Se}^k5{g
zU3@nPrnAWd_(PSf!oXyZV(_V}>_5Z4N_!v0p|L{YV9LLodLEynCS+QJ7SWL+mP}bc
zNz<#=OArrvECFHda|CO<?WlCjqZVvbHB=LDY4Q0=ogOr&eXrxda$MEq649apQzL6s
zEiS+ETE(+rFW9r6;WSFGYldb6R<V1&MV`g-|A7;7a*}2Miana*I|Sh9dN7B|3Evin
z0JA3LS(-o$g_1(z3~sG;ssjay6u}QO(xwDNlBTx@d4fWxUSl?&s0<8X1D>gS-IQc-
zO4E}UhE^r?kE(8GJ7&Yt>l{bYDc%fb!-ea~VnQB44#U!k4Se7ajit0Irgd8=`}C@%
zxZ;awJsYFyYxEfzm|MaZx9x>uQ1An7{S(5qW(|)x+}7XSp=&Wz0Idyq=As>6Dn3Bn
zn67*vZHvI0FDfdk&P@xZrr0_5j5#>~(_!%|?^z;+wmF9`^;%c#M!t)hu`g)-+ukO+
zDZNKzrs;}Q+A>j3IOqX=A`~3tOLu{j05v=40Xf*4o=pz6fgjqlmp)8J68jKR1k856
zxiR)EFSi5I=yZG76s%WSi`O7H)s3RFW7QS;XO+mLgRNVb+sZz8OT0zI8kzu}zJ2LW
zp%iTY%ydA#%<ENO{Weru<M4K7LM9^u=E;_CWd4y;SW31&tIU0*U$H2e-LlL$n^AY@
zDEM0cS86nrY$%O%9kMOBl+-TPRBLxE>SI8WCMIbptA<n-yZce~L-%@XRfLCZIMe>O
z)$g^;t-1@r^$j*AT1=YTaQcNuY)^*yZmELdyKanHCCQcDk59*vpFoBcXW2D9P7r2=
zCV~nA90W*6op+qhOWy#|SXU2fS~~~7Jc6SHq)$^qcU@y7kdS`Ni0J6@-U0Wj-gICm
z7R9NgqX?E+WpQA9h83&!Ltz;_ij2L0^e2evB_ZOkGBP24U&=vZzknfH2vClF7|#Nr
z9Rd~rhLqLo2oFWz#Da&12Qtq!IO;O=wf*d1aeh;gw1r8xS{HGA4vgHs0!KBbQg2d2
zgF9QTCaJZrHc_;d^;1Poctm4P(IespOHufA?Wxjl1YZWL2RoZ_AKX6XLK|$hLuZ&f
zh21|BHCdWUryw4Z(H~GuKk1GdYF6#-eUaO=73MDp9iJ*NQ-9=6k>KxqamK;s_jK|~
ze9?^PL*GXW4o?neS%>^%{Q@Kr>uRmB@(<4s^69{hkd8SuT4O5;1BI+6^CO#eqA04C
z+X2bw71Z=+&wuNEJKZ}Q=-IzKtdgAU60%()@k!=yK!v*NdYPbX3yb(MNhO(odD-Md
z5o8#@x(05q_9RjDxVVBNrWf*9Eqc^d<%^>ooBXe*KZ;uXOaN1yLh<0j5^o`A3!!j=
zqfa0u15>;{EMN%OX5RhvY!~#<br#!0z|2$B<!GftI$8u)qqg|fVdLdD%h>2T7tz_E
zn?L<gwTMIKL4pPPm6{BUpj|`fJ_7i>NTJ3FCL*a2w2pV!%=Rn`xxt<)EN63C01LBn
ziK0^A=LYf$uyErT<Ym_BWdIMhnI6AD2J^BIDFJ4-`T;DW&BPG?9bj_^+^(%09QF{t
zSiq<EPC0@e{B4G+S@SIys4##B^f#B)AE5pKzG6jyx?)6!B1^WkSNQ63qLlU>-lX7>
z=L={{{AGsiz%KZ9k#W&qaK^8(CfCqXo26O@91osl3e0?Zcr(hxE|?l2j5&8=T9k6a
ze8?EM6Yz{q_~zycyZcKX%bgt7-UmI~3GVaJGU>cb6)Jv#&sr`o65YB_EK^(fM+GVT
z|3bo^Qut@XkCJMN4Ey4`pK;i7Z3P~NuN+91-`4%PmiGVE<+M+8qJJ#abW1eW^s)~-
z1;B_>vxAF6zbKgkvrBqh?t49<ph#R@11|L7>*;WLJ3dP@t@gO_#tWDNE{sX|xdEqY
zkX49CNMaeHs6>2R)_-Et1~%%vD}_j$uzY9o+?}j$0=CT&Cf{6+*Mdt*oR*tU!J&)b
zLb0=j0LH2NmZe>9!P$$f_;_aZd>%z1OEW6*J(ptxA#6-=#j*fH0WvHZ3^KyEPO{BR
z;=i3{QTT9OQhQ`MsvI2nYNh|*H4)e-8919&6*+>ZI6D>jCKXAnCL}Al4Uk%a*T+2w
z2sJ4Qog*ebUfFsq3%8}ghBA#vt?Z<Rf46av_h{or_Ak6kj@!q0klzMl73KPoI*~Kx
z4UFN<8-rO$d#{xq3b8Sy!dtL%V>(1{s)OCTk-quxLr+<`mE_nr4f0Ie_2+5gpMGuJ
zf%HF_<jH>*OxWP8_|kUQ;BfO-@sr_n-ss}VxHke!kYP7Y33pCQ|JqT*A9Lw_)>s!g
zbx*GA2&zcAd=5VDo>*O)>waEU7U=7P&M7;dIn&CLKp?~2b^TT5f66Y>#1gCl=oit0
zYw@6W9n`vDf$C*ArlCn4NwD%)Jz^o8BG&Y-E*92IOO(<^K)U_ZkpDl6wt$Mj(|pJI
zrf^u`*`!_!)tcOLi56l8VuP50aI2~kHUQJ_qDXRB7(gIoP&M;mlkfFUft&S@2oY91
zqln5FfF6))O?}qRbr>6J$jYU?IiE8a8Ki+K$B16~a;9;=(E4=o>@?TuYX#I(^}9mv
z$g6W~yqo8Ct$8rJetjX_?nke8?||-%E3Hk*Y`bizJ3@~r6X(6wcfKIPiMjVz%DQ$l
zABSfmTX0mW*c%Hh)Qf^GdKx9|@H~fW_TbQ6N>x_EzSo_?wmXDUKh4>h_F6gY3L$B2
zCl<}2T1xN*=9bTtjpwa7Fkah{SD+i<<YbJ9GmB6t`oIUVfJk7nf;SVv+CB!KJ8!ru
zWSFoSMD!yc`Pr7@zhffzP3ir-ZR);@<hRn2@Q+5#Yf?oeS|C__-$wkB+*Q>G`9L+A
zB!mR=!HhO_nSyC35~^GhWnyoBon{%!7?J<0;+O^Pu;O!f*YRve>z!}LovI01ED;vq
z&GQCuqd1?kt-?wfbPS;q&USb$m5CGlmC2pKj~_bz?X=mqOtA6^-+2++>rAzL`pKz$
zx5b13lcMX7L26Ee+Lb7d=NDl@=XZW{>eWr;0<N0}SoM*b-WGloz@zQ!6Xl}$r;%yW
z$HS#`jWyZ4P7>u&o5<Yyf;SNfn`no=EPQw+-fr@hjVix2ul*)l0S9Vt&aaT1+SZk^
z=r#E*8Aix%;BkF<93#la%9$dTLk&wMIC}ig2<Vv68UdOca?gNOZc4mDQC5P#_Cxf)
z%Rezav57X{p}L}AN^o*PVHq4!p#WCt2(R$~U9g4_n}>;+xPm{I?pMGeA)<&``SH_&
z^GukMD&%l;i}Fgg3Nke7%5M5}uyAJ2#|UNHgC*lH1S+%CS>rARfBe_l&D?KiZ(moG
z(}dXD4fcojuAj2*BvwQR#7P8o+R{6|0tqm+^pJ|uZFlK9+e%8YYR*wtFnvGR)Z#o>
zr$V~v77lALvJU@w^3%<V>HM}*l^dOpHKqHZuTGfh@%=w4l%Fr%*I8n8#&jPF+pKDO
z0H9v*39uou+E(<(fp%6*0{rCt)Z6KPe?eCE6tSh(K=A96@y{eDr46E@5854BQQANg
zUbu#t1IyoL(&*~NpDjV)Mo(r<ANaC=+M1&z98|o2W$UNMk5=j@nZ~y3Rn-ZZP{~=7
z9U$sY%EnD9HF2Qh;`$`11>tQ0i~Q|%dQ4Zxm)sWp@h{~WEHQKa`yG@lwuKOMn*H*$
zQqPlO{5n3<0IF|v=OaYjvLjjBX{u8WeJzSbplP`ag64+1O<vmHly(nt$HgCBWst+8
ze~<hB4`oTifedx$^s^D_w$<NDJQ}XHBot0mDyZ&f#NY96I4`}YRWKpg;=m<uxjE?-
z$i$x32CA$(aGOL#sa#Y81YWJEH)%-B)qjU2@(>PYtts%HXn_4>-y`qz7S{iLPk@IZ
zIF<cKeR;m=S)i6j+4`s;q6PTxU6r-3ph7j8jvJy!oOe)96Z6*)+K<hDtx$A36vmh%
zy9D{mA)aP?>a24dKhJyc9E!jYNp{?o;E!QV+x&f&Qh_AlTMHAdOL(NVCf}UPv9&ig
zA?llY<|Af$ZQn(W7sa9<^iSNU`asAY=zMX(;h-r|hVgI_3Xz0NDfR5a1Ze^}FK9VT
zo;wk7EC!j)TUZ|;yOy`H^l);VwD!6{5ZEN6M>W8nU8tu5A{Se~Fpa)T;4lK%<jD|9
z|L=l0jlPHo0vN3JDdLjHC)TJ<GO$iOE7pUAG(G(rhCt2Um(H6arZ+)1w#|-AmC@OT
zgrKsAGjJN53%Q@MIb8mAzCHhg*NTvpiy^$>ikyO|K8gUtS*L(1A?6hY#0an){B|;!
z8<G(mVM!%OY=1dIV#1owe>uWz#lIZkK>kmcRChpe2Y=xa$ip}*tG?R*<!Rg%xpW;j
z&uG1*2G`zM*w+<vk?TVci~?qab)St+UVNiPFn_dule%||nsVyRmkvw^JTYYAtq5f;
zn#6RVt7}hm29GbZ&aLF>!*iwR`Mk3NmHl^`cFR=med#p^eH*XMeJ6ay4J;_ebP8V&
zY#sQjc8$M6=E*^J&D^!hVuD_Jo}~T#M-XN!6p31aF<5flKf?kUcq*3_B21rwFums@
z-`rC2-!L7%eSHdJegY-qblU(nnukhBCGLnojgEkb!xPnXqQFa3K?X>Y5LHwWNjOk@
zn|}NBhSH8Z_^Lx&3cfZRU~IC%#nP@xcl(*%^Z&5+mT^&V-5w|)N=ZlxNC`+um()-K
z(g@NLlF~{yND4@Ul$3Orbc=Kh-6cpj3|)7Rk3Q$T@3|lDhx?76!pz>Q*MF_O)}fYW
z<G2L0Fi!WE9NYWj1=F7*b{}B0G=kbkkqjDHY0NM48Xn>g!(%k7&mCJpuLkiiocqb7
za^-&a@O^!cJ;XXw;@PL@1$yA(MoWGyQu9c#RsNU>;q*azZb<o2JFE04h}PpmN|+n(
zh@hPN`hbTuLbZStYuyG~%$j)m3Orqz$5ot=fc`{P*=L&e$S^d?4N07MK@+g)9T6Ml
z&oqp>;VVCE7Nd}ay9{Dox1PcG%9O?gzdb)dA&q;$8zZJoAXigA!)%=-5It1@DS85@
zQJ}S8h^rnJF^BE1uDck7HNzR}j{u&v4}TbbuAiY23szk~Htzu?)K@`NjDRE&*E+K~
zL^Msd`O18Ru!w5Enbnk)`z5A>ImCNzV8`gtRQyw!3)I78oh!4XJUNRDDgu0}dY-F@
zyl`P?NQI@Ni+x7-;C(*B^P*#64x&-sll;5sEs8$Q=JbTQiz+Q!Brw*=vi<_5NNrNh
z+{0HS$_vJ2P(N)=BmLI*eLins?rjg6nTl4G&#ta>iIdB?=N=Z{lkSuDV#wZE5Wp{s
z4qHNpqBf=RhK2dr>P&dbcDO&JTH}ewlML8qY!5$A-leO^fttBI`T{iS!!sBmLxj&i
zLbaXJe+!xhhfs3f;prHI(%TDQuI_g7_e@Lt6K66}m{SO@fgSFY9vPCMT8*xiA<4nN
zH_qs(fB>na^4VA%NFBmm{|N%XKS_U{ED~zpk7IN$GT|#XX}8>>Ee;AaKFJ4>A`bwa
zYMhn4yoLfbpBH8*qkKD;z%3c#9*)~Lv1xw%#fo?h!yo35Ej7gu>Xxb4rBNsG*5<Sd
zDtYTV#=J^gpXFv9seW*-03YPHd|Tl}zW)+`hXSf=3&V|>fByVOn1QIo0|F%xF7!#=
z=c0Ou*BEG2nD@yxBt$^^JB&t##M(#_McLTohl`qyipap)oiv+t8*OP_?o`X+RP9u~
z;zR-Y)w8|Z=j3SOl)5)yxxH<b!_mLRG1os??Jidxm(MBn`PR8DKxo1=(Twn_5mIu;
z&6|RjelE>p`|8KHnfp@Xu^CCGnA=wdp<jbkFnAeXSrT=cATn#jF;(^1zgK&)^3?#<
znA|<1b6uidL8q4^e1iJYQOLpRYLc9Jv-H3nQ7mr_MLUd!%lPT}72@i}+mD9(%TzB%
zcpue%?=#)q`S#1$u)bM$MlhJo+cCM?lfSzsKGjA2P*+J~;8y?QnJ5)8Sn(%>^fVV^
zq%+KAi8LM(_jr=cL$F5wV%y>QnJyplq$px`c+Sf$w*IhWfo_<DloTBe4ZUfzgaX)(
zh%bSVt@v{6L*Lma1i4hGlA$<d8VeGehyU@4&qh5@iTKZN3BRIc8u>d?wCoz_;#qFT
zA@O;T^leh%vY<yUDI@Bohub=Dwu#@Lw~D1(_A)q{Hrw~ZH1AT?Lhg-UI&wxUhsm<u
zFtU4y)e<HPj4}_ueih#m)jDP|QKVfU<C4)L5=6{CdwLPxEuomrG&`Pbl^#mNQA(Mo
z&-S_Cb%Awq;%QuLu>@-2e7Sa)`09rQM4vLT<7tOP*qmCt*Mz0!Zl2km8uqsyLvPB5
zvMA~Ws@0B|y;elOdX>sHT7;Z}MeEA!T6&|*B>E-j^|I9F>M9G=8L96+7e?>kCo@T|
z+IMI3KqfG}2;R{=Lqf(E^}g%y<^sL$^eZ6m>tOvh*ukRDhRXAjK)Gi$Em-J)w4qvo
zW@?46rL$R|JbA*v(EYR6j{<B7gvkO@HanE;MYX{;>Th1U;*^4aDZ#<4-r&r-RpxrA
zNPoFXQ*YkS0{c!;+<#sA_I_gfq{slfhl>l}<%O`$uPVRAli|n@YBTCJ8wHbQKVxGK
zcFc(ga_EuG4;1KigpI_a?CW~I`pnO&zK+p+`g&iK{<4d%nY_V+w%CdfLx4!5y7Ni3
z9EI_s$<lh2Log=c)25v(8)U=E)oUINtj9*iY{pN*F!S`L9~)Mw8`7U@tPuw?lkaPk
z5>7m&ohcpReK@j){{R>4vwZfX#ix$VL+zShE>-q{WjuuZHJe9RJ@r*SGSYS$!bs;x
zu0y;DXcz$V>5VRwRa9b2J0D|%b%p3O2qQTyGNPZ|MG&%~C=q37I7-xr@lD^gmbpD@
z>7;lKRp`(OraO%B<%iZcvECUT&_#7K`I3ilEfjWHT^!nmW4aA($K8(=)_TjAnk5l{
zZ*xHy`K_n1!9wPg@VJM>GJ%Dvbg9iIa9}!V1NFS$gR_pepgq5fBcAaglQ0=>#r}Q~
z634`Zqs`lZxYPl>5h*4v9r@s`x$Kv;D8<UC=+={)GYkS8eR$DYqd1rPb?^19jV?R4
zi>2Ar%x0+^yN3)iNHE3`MgrMAEY-i0;wTX!5{~+BR0ux1+XAb_Zw=U3ZoNB_Q@D#=
zTPER6hOd9&Oj3z8@`+TqNzwUPLQ|g{3Q=v<39~y2*f>fGbg3@S9DmdYsMlRAclcsN
zJns$8=oY;NyoiB$%`%my4LrT<88c}nPqIhTI~k|*W@Cptj#Ly*TLc1cZpNc|AMrts
zhGD!+)W+@K9t;TqFW@<&#;n~q(qtHy@{)Q<E$ejyowS6(!BSY>1D$!BxpLKdES<K_
zr^1gJMMAiWJ!_JhoOZrQi&MMVpRfC#SZP&S&Yd)3L(UKDbJOumOQfYujelwE%zgV|
z+>8~zJ(acW1}`Xv5EvfM-|sbeS121m^KgXj&htVfWSIPK1<}6{MAHPiG3dK7;^b5i
zHeBJ0BuAl`G5#iz!oaZY^5ptwAcfqMfe;ag?ei}98q!b5`WHriL8^Hl0VRSN!NW8}
zJzVdNBU&rV-Y9RO5z_?p)EH5qLd3`3uf4s4(Mr=;<S67)>8LD#^tl3Itj+N<S1DjT
zEzqhYsoaFX)+_qwcVW<Yv=F=zvV~{uWngKJ#dyAU^Uq~@U6-S|@LOVb%gw0dJl?{T
zRLf@Q>ZJE_`PlB+jOt~9dMoQ6F+TphI=s>gi)i}z@#FjDjy!!ENkX8_SI>d?DlV33
z3Ilc>+1+(^JF0c!2zz3!S#7%!bw*GyVKwhSdEBG38**Pep|>uv&gSw$^;;7t#_sYv
zvvAI+F&6L1Rda^zOf{HDTt#ISjDxm<_bbKqyhg^RDFWXt3~v%Y7im=+Puz@5%s~m%
z#~mV3vlWTP3J1l$!x+99SejsDL!S`Jdos*0i0mfIc1Bm*$fZ?8gHN)#G~A0+S>wc@
z2-tX1Tey{TY9*^tX6X>TlMrnzND;LM%PK9DaB-^G-_-jAw`c#dYb0<(;M`CpL)BvG
zmOiF%=-bwh<hUIjuC=;K$8@7(Q*l?tdHeA)$-ce8xf$<FZ(6Mzcg-=WdyY!p8_Q;+
zuCjKpNp=nou(Ja84WhcY)+Gp7tB%$Jb0J_=E7kzg9$Z8M<#4?GkzaO8bol)aL9oz6
z8PuoRM|ssvACnu`${SI{jQ1W+USttr=*lmwSLaclNHRSdYm{G3G`_=}5=HxvY20F(
z-C#P*-m}`IuF31?VzCWGt2R@=wm3>P)$;l{mpf;7|MT@go*&vm^X=<7bWuVkbe#KH
zyEgmEUALi{F0dzibrA!JK+d=yxSx<A#zPj$PTXbLJW@Dc4U;suphq}(Uc%PBzBxBY
zY8JHd_|x4L-^dSdI5E4`42s+SlKg9%;<UAQsk@s=Z$Qv6tYscjX7FN7og$yUcvz`o
zMhnAueds*GxZU~P#rGtqUd+vPJdDlnFlmG1bDM)N|KouRwGxuU#kyVh6sK*D%15am
z(8ajy@5Ha<VL7Bqk#@0S%PlyhRC#kT(v});sd0FKw;O0^X#D)DVlRORz6Pdr?J*n8
z1S+^e=&Q`khf}6%&%fpB^bC6tH2Xd9*>x+vyox3~DE(fkad&EORwe=V#&<YOjUM@)
z@R*B?ZT5($OEq@??u|jL!Nto&p>)eO?9QF0T_e>gQ}t7eYwtF>AsK&M?xfQoVdH`b
zTmxr|Xh1air)R@-$c6k=>M3v5qOaaiD+9JFlWcm~j9vWVzssgG$9K^duyTKRxv~FL
zOet3V@x&BKTwG(Lx-aE>;^iapu+^j{w@wqUb0e1xnXGK+(NX%>P1runpLb7!baYA}
z9>PA$|8`%$zyxt*O_`D;I~*nMMlMw;e_nQHTEM;1ZLP=z%2Ts&!SibQPAbbYy{oUI
zVn3#|FYB!qJPX>H<jITN^cZ}PjlbbI>y7M>t?kTC7;tAp=kGltSofXuBh80=D)mL`
zfE{p|H)d&;zI*dlLj$yNez=43sxg)N2)HR-T0mRX1~5eo$Sy;b`E0L-_4M}v?AX$#
z#L{4r(r}-$n>AS$!g}{I)FX$7!bRdmOS}se4)~4iubitU%(Yu<zkiKqDcQOd%QA@L
zmtdlIHO<}cJGEdT=#5Y4-f3K(8MV#D2vH-TL>_ZDT|$gU;uPF%X7iZMjZkt#B1~4w
zk$Br&j`!KlpUuN|7<OCtR4Y|32O+y)%Z-<%)6E(eM<3N1a-md~hg4{#xx29-Tx{yW
z(ju4obWPmAq3gHc-A**8+5$ffY%`y4zZV7|CNk+CVx~(@aAO4yCI~dm_EGoVYtq(p
zZL`!bV(BeO^5VU%Wb+u9@Z39W^)tJMxD+S0bJr<d9PBdfyymN~L9}b)g2nxDZ1cmP
zQrXhM1{I?V`uM!`Msf+T13DrBh)JJF8GkH}_lAnJ#DVch41_6DW~gz8Yq<DlQfeS}
z^8Qxg`N08(sXUo5%~kJs_yS#M$ldV^1BvXh>8v*p!{fx*JMFo?IQX-<s@3a5%>z2+
z?k-nX#LI?m4X2-0XhW#Z#wbpwo1*HHpY3M_M>P-^K<0J}ZkDsJo9I0cW^2&O<`!&}
zGcsxJzeV-*7!}p_J+K{F^>`(vh1{yKvf-$AN_xGu7ZS&;SNCrG*BcLrTcf8-kTSlE
z;Njf8EoChN5{e?gd`-Mo(}f2Sj$#CFF5FS(i<nzswf^#D7}DCQf`A{rA;Lwf&QBt}
zAXG8=W0}_zL)6)QTBSx)!xGJ%^2B79R$X?V*AQX_2Aa(sn!~f01)TN!wpt}j36_G;
z=Vn#5wvhRqA~xLVn?D=zdHn3JH*mtRG5u|n(VdKsDE?Qx{>bSqpQ(ulJ)a4hv9>}P
z`S@DOM^5A2<oV+b^r$;=KX25c!)8b(*MOME$?7zh|M9rmiMhGCU@0KhL$(&9a(>lU
z6V_p~J_xAJaezrq=LS16K-P0c6W`P6)piCnw(JscAvaI*Qq6T#`fj)$#wcLMzryQj
z<m}&c6qAmJK6;DO!?n%z=9J(_<$bWN(^gl*UedfCY#)-|cjS9QKxEI$>$T8jxrQvB
zwdQ)`xh`3DR6f%gC)uQ%97=)T(<pcq;eaS-#<{>0m2h6L$-Wj58hBuwtc`cAMevz5
z{m004R7fZ`J>$K30y=~d^)F~m2Ly=HbTlon^WeJrnGYLwabGy%qQ6006cBAsIw5Te
z2uKB$A9b9H&oq&0Yqx@gn>6j+d1p_}8phu0<}q6gXV~<LLFqvBcYSk8ZAwRz+*Omn
zoTAm`0EvmC8`%iKa8X~i{<-tI3`7*EwNnH){u_1-KA0n&zQDt32Ac5mW~ttFyv<XB
z7=?{tX6%MMQ&|n0jH7kRd+4Km+ea>-9m9IctMm=aq1h1SZagGKvZ#P7FGq1i{NnLr
zYOoD1f4A{bE!a`M&jBno>z$5G0vQm<q!TQwRap;smK2`n)2t6Q1)cPdH~zYT#wVx!
zyir_crr@zATg8*%+OFejtXbhSJyaVmU5%Z*4hoRjG1cftO>Fei$2$_F=i0XEO3_}G
z2)XX(hwNNynTVR^4!_wo#-MUG6+cCpYC%Z9!nk&t_PY0B<KiMEJU$}?@q<J2l)l@y
zH)Vp0AxOY{Pd>Pk5*bEog`Jm>JgdGx(upQR+f7qcBEs$LiXLJ2uBD<w%<N6>%@9&=
zM%`U}m1(F%tLkzuwF<MMAWfAVy-xO`XrtJaWU7KR<BgGC?LeTBfX92PJ;E3EM<4zp
z!te!~MJf`D<!stm^6z|7Jejd@*~^o9JP^aP)|R+!%R^bJdy4s4eJMsLoM-Wyv-yj^
zNtL>p<IcQ%c6h)sSPra=dC75zibT1{3l8ro9*%h#3#3`^ptt_L%7r4cO#B^W+Qe`G
zRChhCj<qv#zoa7xDxnijGUKBQGLBbd<JoK+Yf5C&u(95ZQR_QKqfMc(eeNn`Zzn-?
zbo@!FtlcmAbGkt9ry;9r_0R4mDI5~?$367Ywj*PFR1!%HBla2xoo5<_{W0vzI*t=Y
zgNBiA+x3beEBjQb2yzrBcWxiB8Pk*m=S1Fz1?!b{wtC#V>3v+)huQ*T$4_*ozGP_G
zKJ7nH79Shv4Qc1h8njgmb?&yj8w$lLB^hTeGX^-gDJCn#W-CUl_=svsLGSSFh-D=`
z;}o9An?fR4uVe#7b^PB6J$))ifh`gbS@W<sq4*h&oIq;0=(}K5`6zfd{bR3?&_>Z$
zQ>}-)x9^INEyu{MTU-zcQhol|?&4uEY&I|;U|9SjDmt2=nVQ-cxV{^BSfO|^S#=9e
zdmi3+rQLMw_JZ#y9wOe(+mRZv$wS0r`d}50u`1b``#E$xe|P7;A<=W6vhK7tiJ5^f
z3$2A~NEQy-9y8-hgbPCm-cS4u5BzXhL+O=0CQJff8Qm>B(QFu#V<co^IMc6dGIrnF
z`!R9r51m8-+8#M)1CWWYt?*nC7w{JMA&E275rfFh`<jXBrL9YfiA;eSlpyP4Y0}%e
z^DtTt50sDrn!{GDsqz+nz2XLIlp4V`@x$b%nkXj$iQ%(}-vs-N!R9eB_fZFABqBfn
z=Tld=FMpaHdC(z>hQp?;TrfAvKGs(r${u+XAtDAWVy|iGjJh@;u1UOdM*kDq*2!?X
z9R4bWcyz(Ca&nm5c_mK(K5_+8cxdxgnS<8@kOmOB*jVzO{`eR-b##j47j-<1sp~eq
z$<8Y{6B}^u7ffZhEiwFbJhr0bR%Mmxar!6#N#6K4se8UGdS|XEz5@Ns-;mt=E|ibq
zI_2r>IHjt77?b~pRyT_}HC{zr8R|Qq`J4g>`F@~G0M68QVC0F4lz^=1o9fYF3R2CF
zCu_fcR8NYy(`AS6GL-Xth_dRoh0rW)gv4gqe{qs#w}*ZHZ%v%9HnBR(4s-F5Pk$Z~
zv|Xq6derWLlas>)$!ftgg7|T<#nV*wpXc|!#J!wi_zM)#VLIr603VELAY;=Pu`Vt$
zBa3M?q;>)vYl6#;?DXVkTW~^#92TRlAO^!$DG6TG)lPK3s4<f2%Qf#jS*Mf+YZuP1
zzWvf|?j7o#lg@HAMgA2$C%G0)G#sP)L{Eq5V8}wS?lXzIc!zxFd#8J;yu$jd`>i(B
zAMvt(fo3BlyC7Qa8~5&?T?pEmKb(p|oMGorIPBx?30$^W!LG5;-Non8Zbz0&QS7&t
zY9sFJIY&fv+0Zi>_9b)Rm8PX^z!BBCf*!po;qrszUvpn6UC)0b8XyVqD|~a|yxt1q
z+tIMY>VOzFt!Gks{Pfb$k?5sdDu$XvvzO4=AiTeF{VO8g+)=>D+eZGID@Lz^_6}GC
zB+7%+q)+LD<<sm31k^KN5>jus5cu{{fcf`QI$h$CpQy%st4lj5*q%l6niBbQ-bt72
z4g{O@V5aU)+|xbMZ#@w-ed<@_;sxI%DCCLg8sDVYGo}4VQbCuPZH(2)FV!ZbJ^$&!
z6l0D@hsD?@vu@%!t0%H}M~Fug!j?`??M#OazRKm90W)Qq1JI)B{5P74h?W_(PUrjM
zXB!z_>tj0^j?B95<(^~ZqV0;>kCGtbW2|cYg3;YaXYMbWMu@&ra(fIMS(7GZHyexU
z#6t>>3<YzbS*Sd~-mt_&=o<4jhL@n`Nj7?zsOGQaU@P5}OK*9;d_5P%j1^$5ewNu?
zib&`G>H_*NZA^|6xs5KqW`MW0Q(s}p56|xakH`xr$pk{x9tAk&&ClJjqIp@J2ba1T
z!BzHpZ_Y$e8THm`BXsfb6sEr*sNk+*xIX3R-ei%icWJIq1Do~=2hL^}sh5g^s!f~K
zd#;L9VLp2q2ma}u=xPq8)-Q;U5<fw)1b;1>c-Fi8z`g?Na;8Z|i@FYvP^--K##Io|
zNJffONOL+JEp88~Rb@&0Q0xkh5L(|FWn2KN^sXVw@)#bBXZ#~BipnFMaZVvVZ*T9w
zGdfLf^#2{8Ipk$CX&WY~n>gi>_$=Jip22u*Kh}_P&JgH4j&tsH4=;@8<>Oh*jp?}!
z{bPeYhvm-CO%JF%z(Qcv8|zPxKxB3XkIcNz4YzI{19f6OoS(P0ULEq&yKpc&mP<zG
zv5sZEPmOB4Sxr{+^J}{$RSY|b%g&6N8yh5dcE5*7WbY+R-dVCu3G7MPWHtG@`l*Vx
z{{Y)?ghElnbY|woag}F0q;c$74+hdMuv&KENy>3i$M|Wb5!F}&7gd`5xIEV>`fO^s
zL#5rM6z+3gn|1xZdhCkvtCKKIDG9Pc`_tbN((`2$RvY1j(mp(?_>Wr}VZQn|$sm$T
z4ZRt$-<#fuspP!peghD2!&n@RqJC(n)oZj~s-@i`1I6;3^ZX>N>YDP(NpGdq$Z?&f
zU+xaqo^=^{MOOGa33_FJVpwUC&HArjzphhxl$Dk7@$qP7b2yp&LPr*9(E}X4k|3Ws
zW(9(DdwAMDZpWd5rw%1Q6^Dk;JLjuS8BkyQaVVZ>dG#+vIz_SR0ryA%p@q7rmE25g
znJ*~>KMBij&Npvj9X`{ju2C(}aW9&Czhu(d!Q27k=1F?Kb}oi~3OBf&n6e+d=fO{A
z1s%Y?bV=FKnK>U__OBrtu_7C0Nom<{4%v*d+NoR4+rh3vzb4$VRSdW8Fujne3hK2_
zsJHm-my{$y##_`-|5_uK`9Cer1{8)Sx{^O$cA2l5vFWiQi%)7{O@G=YrE)S~J{70+
z@mcrshSig*BjfSUd*ntcek4;u<p$;<m>Le~VZtQ&?oHnf9xDkXsb5U|g<zusgfdxK
zSQIwg*bd=vBLYw|^ju`4R%|%g5av>o8l2eqJh!WhNMqt&51@)-AJ5V!cK|)Z>uC^(
z=8XRw{ph-ePlPVU^OW}`bY*4x_Jfdr%jC0h-}?Jm&<(qz#Gcf3)oQDF$e1cI$9*JE
zDj=~$+qyHkg*gZ=E>2Dog01&npk{40^IFa&)Sqzd`D|DSEC)1J?tARP{t=@H|Ba((
zd+xNaR2hE*sliKz|ANXFoE~aLJ>62R8aoLQy23@mR;L=Yopu+8<xVhj9HW8Y<H7+p
zkAJUgVkPEt7SRN@mlSM1LP@v_3=G^5-oEQpyOsx@dVzZ}b!S1K5mx_%V3PSHpeMCM
z_EjoP9}&)(NVvSFU;>v;$_bX+CtansQk~T#m<{v#!`IIYL2jkEytiN2XOcL(+@{A>
z@B?8PqwPn|>6BbgQy(9Mbu(2jsKh3qxLaR%F;oQ*S>XW{BC0n6P_L13Ysx)_mQa6+
zvIF;kp1mvgo}WgtMi<Xa_ntDuG26X^(9CRL>`;Qg(L#gUlmzNqf3G+HQ(LGoHy)?(
zZz-=#y<~H}N&h~h7UHBw_;{fIQn7;P*g5U3+=47Mx@p@3UX!v92(35|e_V2?-P+Q2
zz;xEkP+w&5BZ23sgcQS0U{K6bKkfoR@4dYV09BYM&vNm=SxNHOXEr*q$eucr@w@K^
zw7Y-dkx58?bYv9C>*m;!{&hWx3lL~@@zP2#e{Xsgdylg~T>M?<-R)`m)4s_G8N&Rg
z7FQwOqu1_6dh*Oqds@Zw)cXh6EaoOE`_!L{<xO;^I$UHzM%ue=5-A+5QE%QxJ~y2f
z@hN!<bV+lu1qBBIQ2@x}w)e}8iSiUAC7O!j^BOXZf*Gw#Y8v#n#&nW`=HyF@XM7%E
z@~QtscP-!*)_pb)gC7oqi>+$Ih}qCA4KBE6x=w(k8|^${*5-4qbk8^s37;s|kAWzR
zE0sx~T@>(?<T5}1l9autdzBO07dIf*?Ubz(cM@%DDN+YHZZt)?`{_4~`6BxLhVnC^
zuO&7MqQ3W5R{1gS<k_T3g#pyf2qdL+0?LI-1mMW8Udq2t=$oI*N#_$$``WHZWThMb
zV%*+oNQ$68j<cgPBYG#k2|+v-d)4TfHYi0MF!v-(Jc+RpxK<v*t(6KCv}t<B@oMYY
zt?iIv)b@*odEFbA%I~tNS8u%gpmVRUq>UY=UwwUli(hdkhUKY?jZD&&+SK>gXju!1
zUv}+#qx>Ci39}VX>k$yV5r_awS>*Dijow@c3f-*{T5B9$wY#&7A)frH9jcJ79iee(
zit^|wKYMp)rx1$*NGm}6b9Pjmc>R3!Q+XOo2dow5f?E#C7wI{|Bb{4IyD4*QkAG1e
z$$uRsykp_f)c3uG;KZHd<FkJ<tfcyMbE4i4&K#B^s|wQ-1%FfDK(2bnz3e=JjIUo;
zp{aXYa}Q>KqgSE>$8#7bwcTL=KPaLxn!1dv=xHUf%KHTuc|z7SED{DnZLG=7iIkQq
z%S=O}v;)qO{95=apo&Zvwa$@t(EgjWfb-&O1o0K@HQmT3Q2FE*t~8uidq=ck%tpI;
zsq<U{FT~$<eX)=rZK%v=A{`?F2pRisF7<?yp~vYxQIjF{;uZWrWBO^-`5?f%QaYds
z`yg;!PR~r?0&+K-I5zKYAf|#0o8DcIPj+}K7ovYOCy0pHVQPR~V|HOA07uUKXO#0z
zr6PHAe!D!ZYoeR>{|Eu}_;RwF+N_^q;>a{ZcI^*_#5q3J6o$@CMVulm+xdoTSV{z7
zK4Z*8_xvA%fg$$yF)>1df~K0in$b`6jUFJ2h#-P9;wzzb`A`5gIY+Fk=1Fif_|e-p
zN1WeqzMMkp$Qzr~1nUi)N<I?B4&06LTPXbQj&Fg}BYfSz^lB#BdG(9loa|wraQY9t
zNG}cOpbPcSEtLKN<`$)cDVw-VEjot2{Efra+-!pW^rjXq9rZFZkt3B~k4P>ayOB`p
zcyM3X&P&fs)m3^8*H=#R?94@(5#e}t`EI}w7s?iKgzWIZDA(aG01#CEOq$+?q_rfH
zt!8Te;2<U#sr+%UH(_W>dmcu;KJ@W<cLEyiO0{u$GWJTh!^QVhr;g`(HX2Gq*(HPf
z3Ag{NZnjqA)<1tLZs_<7SEf2q%iWq3D)D+C{e%3ZA=mv=uc}d7TMH=fV$G+X+t@!L
z)ar;*i9}eq$=)`A`@L?CC|34bx~PDW!v%z6NGFUyS%BAQgzWaLhTt{#A^DGpVhJb<
z>+G&W#VQl!!IG24dWv&o!c|fs{C#NmP_t4fEZ;A?AFxrhllrwR=J2-<%sVoUxQ91x
zSa&q77}hnuO4hmmG9MSytr+@L_qj?(6qG`Lp4rPdJn*^v!n<GSBlfk`BT;doJ2$RY
zj+eri({5XIAvw`&C8q<$xgC})rB{}!=2sgL{%*s&@xAd5$CKH_>{Q`uY+K*G5!yV8
za=w(4={!wQbys<Tkd0lB1Y8N+kCDr4N>c-8a_mAj$?3ikp;IS%Ie8vrRz3BAZ>wjh
zzv7;wXPG40QDL%4D-~!ppi4mgf>5X5`-`8Vr#E^7*6!a>V5%O;`H$>cBmRe<u^V<-
zdGyh$@9As(ervRC+p&hU&c`gLlchvcZxrc|SB(nLYy{`M`Ev5Fd;iqAkIYVX78F&S
zBqb#~+S~ISb0j-}g>;8|+KC@!LdJ0PS5l}eHe?peS1uygc>4Ou-x_@AWiQFy0zFKE
zB&=Dx&c}D6*iw~>CDyPULhyB(w3vurH#&k+e0~gTQ}LzlEqj8HD%2p^#f8@q%UP3y
zRb3QWob6$+dY)>v_0DE&&kJ6$f9my9@hr5gtXo~sonXl=0!cAs!`hxo@Tx$wR!q9!
z5TnC2bwIfDYp`1Fcd2@~%lSV*L(A_5gVQ?+;n((E#o9U9E7CzY8jZ%)5rKV*kFt-v
z(Lrm1*|3xLn}{)5?I+N4B~g!__ZLgb^W3FGwXc!k5e$=H3HL3)DgOsU#Ez}pE%@3g
z5%cyyrHro8jd7_w`fG~5lw|tzk)NGK#jk|syen`SZ=L>t4T*{s?}ok(4i2ubug}#x
zF?sDtU;)bFivie>ir|CgSv<%P!aulq+415@RTs5c<8q;(Tiz0U8cRH#(RYCgt|);F
z{%?ywMZtp^i=JkcX3s7^nvgu6A`FWjxkseRdK{F{`8uTgE96^(%cUz^PlhY!_yj9@
z@m50a?M&%JD(wzIP01=aRdVe^o%KKih#or)=z$Pvxd&vCRO!`K>~;<UuM<HtH0SK4
z_W$lR2qBF^+B%v16}FK<67kbLx0GB+*aJ{xm<F!%(ERuRTjMi@dpLEz!0y$@^YDbt
z*`y41G^Ck69<YBufTB8OT&T1e8%bCATrb6xl+9G7-)riheiaKy|00$6g<s$Za!Nu1
zk4d=lQA${YFTk}U0d0tW8jPVo0l4;J&wBxj>;mccjWb;Nzgh;+L|ZYnJp_!U0*+&4
zZzP%9+(TZ}tmw{jXSs#A8e<Y3RDaj^!_heSSuJk5)6WG>-JoC2CPi75tn%u!o<}x}
z?I1IVdsNBGQTleyN%1MgRkz((hzV8Yr%==mnefVRt#@Z?L%7asxPU})@2J>O*FVEE
z&HQ;%K&sRJ_4z`zp<lCvoffSc=Nl36{{DemTNa?^i>M~E_F*H#^#BCL%9Sa}O)W5K
zrD@k*c$WoX5j7=Hsef~C?c|7dr(x4REun!X%49mAq_eXMl_4f+?6VXc^^-c)Y#uIu
zLgLEg)%{3nE(g=+M!$Xp;W3jiLVm}8;vnwBI#`tI2PO6q%dyp!Ir)Wp$AQfBNTE7+
znCK->kye%U<vdEN`?=2OU{J+GX66h9n`s*?C`JxgHnl7MXWwR|_8Ld>S7vs^AiLvC
zj^D3}=xp|%K`@4$MsVY<`31{O<HGhT&E^h^)b_sZO=g*neykaD<9to(9p|yKST|*O
zd8=0)E<W7|e&e%E^W~d0n+vRDlG{$cUIuAqo^b3(KtrEVQlX)Gi;x2vI{GYSD?Ux_
z%t6p3W?;$={kVJJ(s?>lW!@cjS)k0KMSg0>x*Jb2v~oSptX;V^$nD;DNS(4!wtRA~
zbdVpr1Is$gceuuc$JqZyIw&J+->UnCIL`QvqA%`q*B4cKDy7b3L+u?b`edVWG=VP&
zm9NqjFoy16K4VVQ!Uc81-+c^@iRT!EA61;dylqux0k%UlkX<1IqRQmn{ndI34(<+p
zeXjkDXjR2?AX1zdpi<qacm+s^n7|c{sI4sFi)bI`MGgOF69dQrF57)J1Tbd4D((8Z
zjNA3s&@RcT<K<i}vu_}eiEZRiSIsmev=@Q1d`|rLEbmA*OF+vpkuICVS|};+=r=s-
z5;%|x<bQ3Cq~+uqxN4~IY;2>d-+7FVFr<eJ7!MIcPRcY}aAL+1k%H}I{1$Xn$b}EW
ze^aMHrT3GC%J3{<sJz!V&#)8=pqN{ICz@rcTzTdP`j}LuT3bPZmY>#op~)7c?{vwJ
zv-JPeKz?$0(L5O*O^$r|60B6+oC%LK1d)C-ys3l9({k1Z5a}vFx0O^fUa>WHxxNq-
zAHuk+kde&cdb>K!l;ZRS3E$Mmra|F%OG%$&`aWyQ-x?->7mmnxb{nvJ5>pjya%Wv?
z$5dFKKL4V$I>a;ARDQ5|(r!vNZ*?%+rYb|=Hr%LRIOhn4?*DYZn@}<74X=KFu6QlL
z>b<G*m!t0z^>XAfeurV_M^ItaX6+0FIHU=$1Z&SvCMv_DiL56vG1!2LuSh+6G2~Jg
z1`XRN(-;92^YdA9651KORi3|~6#m^1<hyZ1V+4vw;@H_x7a~U+`D&7Tc82%OM^D2o
zLyW;u`H1)Q(zn}oP;6d6D>X94P(m<UU|?*cM`xJu>5hQo)!7E8DNAOKUX!iAqhU%T
znb|9O?@j&&n;VN3Z^Wso&qagz{fpEfHbBLv29>h=XibB6f!Wb{RT1L<JRT~cKP`tf
zlGE=hktZTz4bEtbcf5D;4t-JYhJOz9Z9V)%#^qcJPzYeDzK{OX6Zqw{0u%w8^o>H<
z*AH@OFuL`rmNYm_ZT!*}1DM@DX~&s!iw#OTKIK6eK^bwn=2sjU*G<GE<ry4Je);kx
zc)M0Lq_9r_KhiTe6pVxIIr<bFsb8%K<*s-<^p5kiCVsY}fJ0D}w>K|P3YX~Oy@^m2
z1TeaZ@JRpS2P(5%YG9-}2z9*KJRW&i542LT#;`*di1l+1t!Fj6l|kZLwTO3Lv_pA?
zQLXrTUqyc5{ssvTEN(@5V}L;Kr{q6J%TXWUb?u7>aQ)lO0hJsDX%fnLfUNz^l3rx;
z0eU1BC=;Xmv8CR}8EXbO-th#L4B$5<I5$R5)66{uME6b-Z37^tpoI%Rc7zL_*1tpo
zSm=1|Vkkcv5S$cvqZ@Yu9QEZ&V}1PC;8#~9eEijDEj9H7Tm}EDmSS7|i7nN3t0RyP
zNC%arB|7peIpEUUV@;{Ip4}})ysPJu1XOT|&qHn5m(4Bb-`2YM-N8~%DEupbTOXrD
zVouY50DsV|X){+hb|i#u0XoM9sQ{_T)cAwtz?n-)@#*w?Ug#1irr&jKFPU6E`|z_p
zu7j5ZAT&9V!Oz)6T6)2+HQb-<Ea+tL4*y_ica9AA&OltFBe+2>Eff#2ukWGzTYqyi
z1FN|w=mZ;V7McJG=d@=Fbt||MBIQE{C=2|XDZY1P<Ab&+MbX#~h2Gv#aDB<+i6FvJ
zVgdiVGLC6`4~dcLKQXUXSYD>yr~}Vmr_S0xY~1^HQ-Nf#8cd7OsYb>p2l2)oz%25X
zwy%tE%dpfVJ}%ml1V6hp(bhf09S~)XDCm5pp<JZ<-RBByx^x$48VLkWBlUvMa{TV!
zmPGE)tB0{n*B8ea*x2DgL0}+76vicH6kIU8{eYWBzBj)KZ$ArTB$c>}s17brD~4ev
zD$)$T45ocb&xhLe{J-1VqVpEMn>W1p+vwLZY&l=<e-9=hAt9d%nF|phR>K6Y0S>}z
zmAr|8@&HoIyxwO<T~7gDwCjY3fPe^ZsC^wDfeLO4`9G$^Q{7K5M(lq+{?kJ~jzUEW
zl0hff`pc~C$SxFccyypjd8NY<#>C*v-3Si~5D=N+p5376s~jb;NAZyJ1cOk@G|vA+
zpn(f@Rl>i`9G{0Xx94Q<z^m3^LEtr*F{v0^&&mP6z<qGWo?Mh)-zNYq+~psEoc>R9
z2UQZ~qAB=a&te2ia^z9P|0a-%S6trpzrIR2v23}+-ybfyBapOfGBR4Y_&fn8v>9%%
zi-q^d);jop`QWVwu5?Zy%!7rL50}`)d@)H;k-YySp;?Z8UFr`I|HjSIZTDc;XUpMy
ze0&lD$n&83;_bZ!PW;+5fc6{cI90@`{K(<$O$5l~g2<?bhC~81G^bTYB2uKK`u}|R
zf}_o3qQKt{X^SWQ@nweWY0%_*zQ&;TX9>`~3W>W5X7KvX$<{+~lWMrg_+w&x@ZJSK
zZ4~#s)W?Z{YxIAF9CS`70mt2ne|gF?Op}xOQE{D=-2nL>ta~B1R1#;90#M|7j8Eo^
zB1ix)0hZ`34`|F&wkQjHC=>WmO=KUS1TCunhoc2#_`{be2m<si@ct&N%r|!~aPjaw
zntR`b0E;vYJVj0;zeJETIN*Vj7|H)wjr&N}@G{yR5<++j53WAE>I0w}v2oxUVEPxC
z$=LHu(SJV|GgDedp~D+u%p(bK_)$3D8XW?^xPc4>is!09h|C2yY;Cb2UqAfY+WEm7
z@?Tw>Y#tZeCS$7Rf7nOzg44C{;Q^Y*!@->5?BH1+?<gPz47H9CynFEaD!FzcG4d;r
zUMh}_1@`%RL%|)+?{o7YBWcn8w_P!-q#jeQ{Zq3n5bCemnK2X5Gcp1en)<*G!pv<H
zbNBz0Z!L+C@fE<w|0M9+{@^VJKAs`-aRerg66=5KrDCH_mZ$B&pG0`fj76vEk$}EP
zD#XLUzySV~IyLzbEgXM_E4&R}$3?6(_}qkJpVuF}7vQ4Zh#mn@F}S~0eTBz?h9m>;
zsBYr*NQPXzh_P_Hy&BnT9TxRPX@j{agX%S$12MD2k8K|RmGyju3i~Mzl0hN@f@2V`
z-0peZisJz<fPh#F&fP76yY&(d2|A1s*<v6;0Nd9%M<;PmbK!lD`32YsD2TK;fX53-
zP4Y>+!bjT`b8avtu}u7IXqy%Q#Sl?Pa{LsqUEaz4l~dP|FA%$Io9EA+7n-=z_O8y4
z!cNhz(2;;tvB2v{XhgUc0pP<;@^SAXBD#P}cK700+(9gYTO#xRudgW=;r3_CZ6qfb
zfdTmWF~pJ1J4%Y#tZVxp2`lr1OSJZ`k-`@%6y`=S|5Sd|Y!b~zazKxQq?8n^*0-*a
z<a@m!$Mg241y_?LKg%RSI!tT=0|tWZ24Gtg;i+leMm;?}b)Yy6He5o%?iMf@F*B3q
zy%4q#4CmH00v8}_l0bbpzW>M<5orUaf$McGJqhYrz;7*mbE5D^;O&hsPC9vb2zl~x
zOF{+KlCUtf55D}B{@Cm(uSJCZ8R7>I*xxO-fak_DM|1ap56*g!hGv$<ite$zB8voG
z?BggRCURS>_U;&H56|hkmwc<r+qvqpxZvRA1n<Dr)5Y$_rDVw#0nwPLCzi>9pUk|F
z`xh~?JJ5URX<wNH&fvrUBYTF|IZr~`{>Waa*-f3J)vw%_pw*r$&8GJ=bK-31OL`$Z
zoSl1|klMQ?j~d)%DVdo=6CexLntR%KPR<vp+=#0;uvzA_!tKLENY9BEJZQOE6J}YV
z$cECsesLeE30}w{9hgK%%}oY8owmR^M?q}H`){LgHNQ-CN8xW=qGp)r=dktmx0->i
zhV*{x_HiOeI7%FdChY5&?bXunK4u4=SRKUb?0<d0qE_PO>=NAq2Gq14ZK~_Kv?tB9
z*6nHTOfF$5-X>|ccqLro(^6V+$XHKo_9ty;LoxB$Jgi099#bw_0Xoe;`E=~-%>!iJ
zEQ9<dI?g`zf71yX?m@=WFa1}3H;2E-$nTIoctB20j)!Ll+~+_eQn!eR8S?Xz&QWq{
zOl8tc!53G9XK`Ru!93W4L9QZEqJ5V&F>8F&0gu%N_nGHajkE6cuq>;Koq)!vd;yvE
z?9UCa_qRE>dCW>7X^x^rzSAGyB1qo`E#Evp$oY1!c>W4F=IY%DJDhz+Ah9J&?LDF*
zoN%dAiKRzHJq!77->_B^hBdSDZ_uS<_I7>%4eyB`Vc!g&*Nyv4BNBrsIPnX`k8P(f
zv_JYNesiOF2KF?7SssF}_gB>QJdVS?t}>#N)ukF5q|?AUjU^WcFx9fLmaMQoBbiL_
z)`Fk!b~VW+0E;XUi~x#^q}mjIc^>3@({&ojk~5z9|I49yENAHlW~4vpk*u^ft5edV
z())QoyLn;n{&g`!DB<d^=Kb<Xkm(d_RpyUvJc57#3<psZhuq~?q$1?p=y-FC3pc9c
zBJxqrOV3|D346YWM-3SuV*Wxkj)0U1_t@R$66qo$jzA2`soT*-MQnciZYU#GsZlqs
zga5nhByEsG+^~7LZt0I{=>G99j52ns+nTOCdZ|7x0@#n9rFA6Zxr}onGIdHVN4-!T
zZ14x;#7x7<g}@dYeFwt8aA4X_P`S)U-}c3`Z)|Lg`o!-UM!Rg*rXDnG!`sDwkcfyx
z!?~$hM30Z!1$P~enHp56>!H8-s;Pt3_V-Ch7V}7)9p}#eZm5OY4_3`O^R``aGhVx_
zIn#lg$&QZilB!FU@7FS$&$m5xcRpo!S!y*3LOjo>nY(j}ji(k48<{%sc#Cwaj1Gol
zx2m$f)VV@El}($CbmZr%J+AY!WS8PfrfRkpYx^usW$8EnB8iOfwk4zY^8;Yz2a|c6
zxQU2&AVLBp(IldSVu+r`7H{ckGI*0-&F_M7|GxWXUQV6k4!^_ZC|DU_JymWDR?F4z
zAEJB!ztY*+d1=@?X#)8`Cg5l}Tk{@F5dh<n+-|Q=EhdVs#x#23ScTsXrfp4>jI?Md
zuW_a3JgW)M5qcad1lV-awdjU3$Om*Fc@Kdeg8B|Pg=J)aqu&&Uqadkc$E^RBeW%$x
z_=xLGpL<=&T<d30T5<W5E%~x~;S*O2WQbVuad~80ka}Ki${vg{J8CBSQ-2%MoSWuf
zwXi#k_s=8jmX9N}w>dFr-O6&hw})S(HC`)^*KBq9s#4j9CftYpEPYk)s)k?H{6KC(
zdG&|AYnei=h;$D^t5RLZ$WBwzH}1KxtloL{(qq{rwWOvY8<h`Y4ITz#xw}>*6HhJ5
z@)3|!O3XSxnh9(d^-6xYJ}3ASY*l7Xl{+xO-2yQmSjb26<0n+;{>(i@BD9ZT;g66L
zP!AvcIs>MEd1;AJHJ?TZwek97ra-OeG1~glX5=Gen3(sIS~6izcd$1p6LSp=O;J=(
z$UYbBJ`IX?8D50QEpMDaKu<gm|5H??X?QZUb0M)IA_7k!Y$JcTiirFZ!z#K?$?pAI
zLRN0v;55#b+Zlc~Ic%g^^@yr;xMI$Pydiq$tz7EHY|VrWK8va4qk7>^X>506b0)jP
zG^y{mrKL7e4#fE$wHLbcjmvho=W?Z@jJuhd`1fOVcbktBgLo2>QU*&T<YnJ5$dgba
ztGZO)W;30e73rR;x$Cx5W)m<vYT2);^<-j`##B}JU-^mY?}O3pG^W!U31fBFSCN0p
zH;luXDG)LO0$N}&9_R?~y_pn5tr7FaT*=5ejBKZ-5S?fqPIm`8$9KmHh&(oWv?2+?
zTRQKKjwduUU><jH@_r1XYH-K(&?01beQ6QW_iN+i=Klkc!gcn8L9gMTH+;(A6`qb3
z>2#(+`h2-L%V$t=H)ocDhPY1eZYSdk5K)$FXnWGLWQN^wQjd5^m8)AlHo;PSwaOl7
zt?)D^U8deFhgtH$Dh10^IlaJx5&lth+syMm_xl7XJC*$6Q{~}*ZhJWLy4KZUbbV;4
zAsO_D4em@~p%*J78PUGwqA-JyynCLww?32s5EU+`JVe&!D~?C0G8TkWCjuYZLx>i@
z%8o*Auo!Cxj3ocMondCnUJh+U_W?aTq@R%x`{CH4J3)pwB_#$>G)*=GTFNxj-w8q|
z3)orA=D{LS3VPe#<xRnicPOR=HS*8>h8=Woa!(_=D+oad>)yTB{3&?%WB~6pi8e{8
zTt?O8ZirA0R6CosrrRR4m*62URqn8%RZ~#%+01w2-Z++ccAmo#BJ&t}+xKD{9X31#
zjD%9~hjKTm*PRNN9z*3Tva2_Th9wa>dvUJypih8DOA&>R+oNNXn+YX&F5v&Yzh92K
zJKzq|{nnD38g+iJ++i${KX`U*s>#o<5?nT>Mn*K4Q)xKG!zaAIP>{DDqz$?MBKd)G
zG}q*jWU?)2`wMl%omTeqBTke1w58S0nn3sUJDEkW8V80d?0EP2QKnv_YitaEXew=^
zLKNAEGr#fMSP*dm5EMA0kHDn=ukx@T7qC)TsK2q=`T@`!PVESAy*u)a*{qi>gW1Lj
z^msn`O@w7vuionz_ssGxZ<#Xt>3iB8#%?fKwuuGR?F88LmnPzJoi63ukTZApP-b(-
zcrAt0T=N#9Os!-x?~LctTj|e{Cl$KB4BB9tHTPD^ev^Y%UxJS<u)xo;cbR=kB=5o)
z<Kj8k<U@C<S@epS;tyiNBq+a>B9wW4ak4{-hv%EF*z@*H*Ign+9y2<jXP>wz`k9>1
z_Q6{_PmS$&zP`Tf*vv#yG)Rc1$hk$BWc;J<jCdmD;jamV24W?LhNIbmJP`|TExfrX
z3|iy_xH}?{qis}heL+AHXL>435PIMFBT=^P@b{p9o|I_Gr*0hXQK*?LpTAX_9{e@q
z=tcm#<ULu{^z)9Aq7~)!^!rb<lS`eWD0<CT%LlkIP!?89Wl>!hE7~{4KbNpMtSU=S
z<J!m>Fg;k%NP?t4Z!4A^3DJfe8B|9FaD)9^4;d>{-wzE0^vj;@u>LW)v^jikCr{Cu
z0L};c3U7}~yw0uSz6Xf5I3RJE(J|b6KRiInYyG<B-Os$7l%BnsJ4i2%vNAJknq;0L
zB2ntcdA~XtqVml?pqY|NNe(!EY51-Fp(nj0c$WJR*B$&u#NX`uPx<x59nf;_{oA((
zJ)k)e{?}nKg2$^lo!q9_-@sD|{>}KYcYIsqPu3<UCzxJHLeB?bz>=QTdjvYVb<>@)
z&pmnNzBX}m(xzTb<kdI&<={MB&G;Lahfmqdy&{Edi9Y${;ou@A`h%+oY6W^Nt0B{W
z+0BD_%(L7PPDBAc1#`+NUu{(o`eC{#csr^mev9TxeP%`{&-Rdz@JULF=#fhp5lBgr
zkmI*GNkYLy!LMe55>tVuCsRL+_hjQCZbth;sOw)qbU)yPfKP$^3}kHYeZ)9G2I=-Y
zoC@cI9AN%?#ZBOK?eMf?INSupLkD`TC$|)Wo0==iI(;QF*4#}md`Q3sGd5O}f5Ms1
zEHPHR%jPe`LK=IgX7(8Dv_SJiktZlkiM3aa>}*L?{c22p1Nzmgtt~m$OF2|2{;;$?
zTeHqG;mo;-N<3gNg1(A$2@{n*)%#gucnZE`J&S)o9xg7@9gJ{#5Ok<|-b9MyC^3BS
zx>}}K((Ew|7n02QZe~O=<w!CmRUUpNkTTV&QUtQ+n23AG_Mn!o7#JJ&*w>pBNb{_B
zfCNBsGJjvSgbm5&=FY#;%rC!CbWY}zuwHO-9xO0S{$u`fo2-$7N1J(}f1X%ls{k40
zD=RCn!zh!98xicq8ATP{Ieu@9+frxt>Nn7&q{MDC;NV7?xv;jq1^tz-v>BTE=o5Vm
z%j)v!UqhA<z!=G;=iIt{9!4&-xvYblbO*5-EkY)Z$jl#}ih+5Q7hpmjcsfnWV@aQq
z=&&<Aw!>{G3b>Pl3}Of{29$xPTDQ?vr_MgeQb4FQ{N7}gSLfur90UeLfZoz(A|jH(
zGw(N98C{f%@RBWW+M5U9&l!H_Nt{eg-@$vczaC*2wvzcn@C}cySe}{+>rCpt@^s~_
z<^{3aw^V2cj5zh?O>@Qv+u9r{Ue37ovu$r*tdSIwa}L?9cXFu*W9+8e!s&|Wv=)Zp
zb*t%N0VFyTv(Y!XF@JAM5Wl)!W(el~d7zU+t6h)Hv$iz=aQP00vR{hlL;sA+!BRVD
zv<k{G2BBxI%h8ig{s?4%Zh0Va`KejH2b*l&PIt5T1oP&G5VYT8DV|OgB+<UPuvZzQ
zr$?;;`U>UNeSwMO3V+EoktkIwD#G)hxL69K{6eGgZOy`!CEN+|3XpKpZN%G#W4X*f
z?E%6|(phJ4fz@qraeu5fHhE(ylUF9*EfLp7q4tNVJgtVu{^vjbdw4iASy)(qQN%S@
z)85|x_3K9g`e$j~`gk0;X+k`7bb<Xd(nlx|*r2#UPOa^V3^A{tDnKD8srSJa(~qIW
zAhR@@Y3CE{ZdRG0A+oVyaAyTfYD)nfHTr)ZR|1HlB^YQW0ggMsM&HH$Ha7{&d;VVR
z{}zE&6Pso#rYmw_#7Xz<-*#qRLo3Z};+|T{P4jq&hD$u*OT70AeP!1NYo(tveK;mf
z>MQ_BW@7RBUxvi4_KX!6c7|eLVul6>lL$CI?e|*0zP_uCfH;L3@jQ(fsiLA{V@RKd
zXn15~tuKL^T=FfF;#-R;5km>e#Rvq<6}%Z8u*`;G)*j3NBpH`N!8cEO8-Ufla*O)U
zkN^Po0SL5W{-rtm4sxjlKO*2*e(>+>5XhkYueWWl%r30^ElqhG5j(Qm6!&}bk|cV~
zW`NXfS5FKrikPLkIlbw8JaQ_xjX1xOxwU`d_9vkWmH~S3)Kw6U>w$d?W<A_CdyE>w
zs9mz&G)Vn8&U^Dhu3Qg=D7V2<OPj{y&(6v`@0XstRQp!~o;;%*{AQ*y4r6&;Ly5JO
zQ6<eX->Q5Tgi7BJ%gV|EVYnb4-<10Y(tS?dO&T_nzWCj_dc}A)(c~$qVlToO{de#7
z!S*~baL*o$DdZnZzogH#$cm;|2#+_ZRv$8q%!|$`P64ALMhq`t8|y5k%|6}~XoEWS
z2Ben5nP?6~C|Hluaz3j#iDIi{&lJD)xw|s!C^7f(%-*5SvA3)18CdEErZt1Te0=un
zO7_&Av;L)KIP0^u6_fX_4K5UJE*H4&iK0cqLBfir7w&ND)d(=%MdhrG`ubcI37-3*
zdgckk9nID$xx*?Wrga>ZSuQ%F;eNMo*nI}<t!FJ(DMD}J8#(t|_p070m?b(LPmJSQ
zT`Wt}O7;P7KV6PAQm9$~nTtXwy~OMG#-54taWQ2YKhlzSlYrCi#|Jq8SQG6Mz8JLH
zcNR<CG{+-W<Ni=<w-&4}4v$>@Gp0%*a*G?^v|?>83R#>F;COW$@~H8JyY#&oBt)Fj
z$7z@&rmFOCG2f>}1W05JG3Whz;$XB4i(c*0X)YWjR0YE%?kL4(v${#`1^S|2K5p|!
z?O1RiS)qRs(YSLN*cakrc|pUW=#s5Sf3({t2chTd9tuyQ(4_}G%hgHlA?G{<pk}76
zrj__Z$W5&6`}ejsLjwb_!DDAe=brW*L>IWY3(RcH+YY0{{F?Gqa)JX>ppZ+s6ij_)
z5c#+xujj$jkL-IdQm#P{1y}4YSZ31weI$9tp00MUGi858>p>pA#l<A2q6e{VOBHY`
zg{XqJS4Zd+BXJQCO8KuC3M`jFoz{B~%^gf#WF#9oz1(Y7$z3@8Q7QopG7}PjY36Fo
z@FXy>$@yV>DmepLS;nvHU_^839@lkoH<ey{LhRTxPTTv#PtMfABo}CpiA+2sNu#jo
zRn|stJ;zS+@T#bXXz0ZgtxvfXL~88GWS3fKN6IOQkUYy*DH|B5?rEJ*ibXxLdq?IO
z3<GdS*(`~OWZXVB9t+8(s#d7pblyS1J_-G}K9ZwoZx1Us?ro?v)o-L+lt)^Eu>zx&
zwV}tN+u*!8%8-~XCn$Thk(1g`Yg|YQSb7hUq@Rwb1#AQ!ydS|u4Fg$<{Jn^d`R}l)
zMdKS8s_by`{1+xCV1XIG*UeRTG@Y3wgkR_kU{LEFK?=$I{(gSnKur<QU~e&t9BGNt
zNttc4yS&(Ly5q_fY`)BEcUT|%8LbG}7|KAACzXiPk_vm2&d{^b^kh?ggPgAUeq46S
z>o45N<Y98Bwu5A3qw3o;)i#}BWT5Q;ct@&Uktt7rQskkI>cnG=N=_UHfA{rvLj7hn
z^I0olQpbLKGO`XMvCR%-RY5^POGeG3I)k)PlRETPCkj0T{Y_#=A;Y1GU@lvBeb_{a
zp0MYYGvnPY@xc$yrk$-?Ryb)xMnEFG(sUaMnY9KpMC^~v$LhErq|f_>&5cIGHpeW$
z9_b|T>LvRB;p?lTs@%G-1!<9%?nY8MQqtY2bb|tdAkxwx4FZzV4N7;HG)N=e-Fc`(
z`0aD=``-7C-yh!?XN-$u=;b;4*?aA^=9+V^SV^J2?-LVMXIq>GE&H#>W%P(RX=-if
zHZN75{<GIp0U$oo#<=Ng3Djva4E9$n8nZdP14*fxqW0r1UZ#(D);95<v3#M@N^t+!
zsql;R=?D}V>BW^7S>$db&t=EWuS*^hzn2`U>rpL&K#f{clmd~7qzDTQ#b6!rfSNxR
zl<Xsa-(~ay7pFss9+!DuvNlo8GKrE9oObRLwrGxzzh4orKS6?sErV@JM79jN+dJ*7
z1Z|l(F=LcC*`i|rGsbf!xN|?O-`XY-x(&!B&ai}aev7gaw+mggo2z*b5WFx#_AD9L
zSn!Tq45J!>ErH=K4fU7E0`2mwPZdRbDIn=dqAZr>Y|snQoewAB22|lzU|9|5D~B_c
zThrxcj;P2^M36||B_*nbC!)iD@a!tGnEXbGv%K&2j1&?$a;;M2u9dz$4@ip>1cvrc
zqp!xCnzN3nmnjf|2W_tZb0?zK+tUHN);sBiE?^d2V>2T@{2a#)Gvm<DhSY$S<(S`d
zB4kwQ(K_u83Q9k_LEZc5GT(+qx3f((DsdIXY+=cL?C;noSRzGFkV4U-Oug>Tr;?jt
z?@AY&Q8CF2(!C#|J|^X{nGTMo>-j>)yRnrHhAP$@ulxiiBT@DW^2&^l(m%nV*N=!m
z=LUb^wU;u8sk^e^?Q$|PY@+AE5Usr$u732%)vXwsPQ*wv!a|c<nv%Ka;-20vsNN0y
zz9cW^bYH@b2-D1y947(<i1rjr3ss;LwNo3ylww|ThA~(u@MWzwFZ~s)#m7b-czk+l
zq^(UHv6;<kFK~Ui_{H~yzt1I_s(uoEwQH)ZR)wPs^MaG}lILZ#B^o9sef@H?lGz{#
zay;lGzZ9}|viIJoOA#RDiBUmz;~9@T*%^33LX7&YVV0yq<%B4YN!N|DHATv4#!R7U
zY&23w;Bu0)#?QWVG{TATB+$(v3OG4Y=R+8Uj%q9tq^X#z(2EYf6K@a8nx9yGJDk?+
zdSY5}K+vEfCzq)c&8c4}nr*v-!en1m^_ul!P-d64mo#{sW#oX|Q3EyAQ!UnOJWq)r
z*Qo9T%>wZ;NQTE4P|$<@N)Q*2oj>3lV<3DqaYV&(BFgFBMhb6u1ULg=q5$bv6&H~)
zp(t>MBM=<PBD3-|ac*#SJDKeu*AF*hY|UhqmBE-S?#6mcFt}_YDEN+Mh_|WY(l|FB
z>C?sjH3&;%XFDzTTOvW*YcHyn8Q!%#GwV_JKHaObx@MwOh^H^olc}`K+h1^B-yR*e
z7}A$j$?w@RQA`*AS>Hd50`3}$?-S6C4N9_;=gDmvT$4u)^O-pfF_2@aysA?=g061p
z#+&#1hP<knhDbo=c<}ZH`_BOXv-&4wXfg`SV^Cx?Unk+T^v&M+jkM%DvBwV44}slL
zihGyZ$0hxxnR$%At}}7c3L3{HETObW2vsW2xKqO*MppuLh6f@rVwjYajzoE^Rur;2
z2000H4R(c&%EYC6uj3$9$@r``o056#<R)mxhWL${#>%;G#1%?{6P>iJQWVhJD|=5K
zniqLq05)^xjjI(guGA6Bsq|hBGwov%>Kjor)J~!hktPCVQHW>U)7R>*!qGy}531Qd
znnSaacfWT<ztF4y$Pf`nx7FhP$15o-#Wp=dtrn6t6q)*iI5)q=uNx!eQb#Q|?HA%T
za>FyY740KJwhUF8$Fh<xz7%9gP4YgD#Qeg$9F}bCR`CDaat6HFmZoT!llRbn{t`7i
ze!yFP`FE@-m3S)gMudKjBcAc@;dUUxt^^RcNO%TMQ>piCzYf>tN5k<&c!<&jAXfSt
zS@n_aPeQkJjWT~MnW<RL!7Vg?jk-|4?cMGNU@W`oy6DxXHy1}DfOYk)(!vC`Eg*|t
zu3x<l_eRT`cn3Q@Eh)XKz#4xA<iSKYMf`T|{extE_>08`5TsISQMGyKhDiCB!9$i<
zZ<>opy&7fl3T4iF7<zn(u|Yq?GxkO1?f4R#a<x#-)2-WGL#3yQOox~_@`AY6K^^wt
zHO5!F!1g4qX8#fbIZU&ir5Tjba2b1r>=<xZNP#qmfN+f-wUg~DZeG~M)HTAuJ_w`j
zt_3Ci(?1u0E${%~IhGiV<&TAL_A3E%BR7%&HP5}~j_<ZpC;rJv<448xt9kN%Y$ZI|
zlK8Ak=oR~}u9Y}fLodUT=!#_M!{uB;L}{~oBvvrdLsKCT3~j_SCs@iOLT-S+&}>w#
z_X`biDKEddoE|wE;YT!_ABkE$ljj^NpcbBtQEuyH8|k86Ag1mYPC89s#G}{weug1+
zBGy)jR8X1$55y-YCyt4Epc<Kh+$SivbsqZJ2Ii1G-2NECkwowYW*JVi5qc_3WKTju
zVq?kW<gzzeoLv&x$#70H!4S$>YTDT^=7ScspPg^`bw3;Rcl5>Ba2U$)*R`<ZXa3Yt
zo7rxHlSKxN0m_13zhY4eIIgbCk+MX2ozQkeuZ7|ZvoJwc{3`yFl2ICqXM0ce!$Aj?
zuT#%8-44%I9^nr!@I)#Ow0PO9m988KzLHj?M?+~(X{y^9;7$c<o6$OvcGd54Q|RbD
z+=CZfTd=<3N>h<f4eITTkDu)F7HBe)KCy;v@9Lppdi~IV8w6_eE4pxBuv3j6<nH2K
zvcy_WJ9y^NuB!2HgLe0L{9Q8R+E}hyw#>LggWOs4QMR>1^6L;zG0`VT+aKdN@OGS4
z8)S1*zin1#Wk41Np6UhytM$Sxf?j$w%kT$6z@XkgQskbmD|cr$swH!)OjR*adig0+
ze-30{p3AfI^R8@)l0s8Y8Vb%RwURm}<W-P4Rm6U_a6Ih;0`Cq5cBDnuwa4$iQh8lv
z>OL<z^Z2@u9W2yr`RY+MU#P3bd@@JHcIG#T6VtUz($1H|@$3`F30)S)qtcRa<u>p-
zPxuIO^GyQR2|7(YAs11bOW8Itjv3lQ4UbZfhM8Mx(N&Gg!Hl<E4&ePJ5oGnLibE*#
z2$W{@OI?S4@K-Nx#bi7dqSGmJKI$}|?tL%U5o}pux+_ueFh}@vgXGD^`>&vY!|?@Q
zvJQ0d4;DRLKIzYgf8%yKjYL6?QAvMkM+t)7ms#j%;ax>w3DJBxEP_qNFFt(7pAhf-
zjBX7SwuX=2*1VrmZu*?F_3)FEgdi&wU^*s}T!=VH3O=HZ06<Wrg$ghL92nq!V;kny
zLQ9sQIj#OVqvCR^NTb%ddig6#<#cxX=Z~Du*NH;&!-3#$Hbx&S-BI_^UMqyK7QQYv
zl?!<Vd1Wg^)3U@Jpn?ICZ2bP}?fJ}-DrRxxzUAF&u!&#iHbw6Yi5myPB@EX!ttFeT
zH6VKjn;<ceGE*V@)IBIrT3Tw<-+lW>O1^G13KD^WPl>jUY7(N6qmY6cW5eu|mr9}U
zpYm+=5~EorJ|Lk5XZ&K?jKDf8xylMDlsF+Txi*f_Qe9b!xf5DG$7D(1!&h_!25r8I
zgoyh1*_o3w2dX6eA@J)^kV0a1&CQzM6)c3%2Qijr6FvTtO(?S(o@O8gW_gfck&VcB
zDUmZA$c)P*=W(QBBDx_7pl0`77SxIWG(7?_&;6n0E8MPKD?%|xB7voJH4i)dj21s#
z5+|bdt8Ff&1>}Wv2^Zv%aE#R}qXsJVeU4aXL}|}p*Nz8DH}C?R<4Yi|x{FN3*9PI;
z2jBJKN82u@69$g<2>S^jl-xz(kgnBOo|vZI!dpMfdSKka(}q^dI~X9S9A!8}#>U<b
zt*^@^HN@m0XVW|cl(X=SAGYHF-g}+*Zd^u<V7!{5W9hrbPxav^q-=dundZ&P+>s1_
zM(R|DW?Yqx#AF#A3LiT$>!{r8N#y3Kk(HWL1-~x)$4jwji>>-8x+j7B6!y2M9H<T<
z=#|V?w2qBrx-}JC)6!X?d?Yo`OgU!!hzOL^#(9xhimS~T1g2TzugbAOTOjf&Xu@El
zbB)Uk_viG@Z|{7Au;5$KVW4$D`Hc&4#(`?A!QT(XI5e6!6kok6%A5*$seq^NQtdWk
z=+b!w8DPs4hy;a1MiY|-U8AbP0=1buviXOr_^^Wap$jb4nj(RRT@GCKhR8`uv3<hN
zzY>t;*u>aVZv-9weA$RTiGdh^RM04^sF-u;NB@!{?|UQYia0LkX>fkZU~(dI6wP;*
zUkLE$#%aBk^hAS)TnF6oT=ES~atg%-ia|6nPc$c=iJ(OH&V_=HIL8RS&&;|V59jLv
zf0jT%FF7hB#v6UF_oz4@^(=aAuEh+MqAuoZjMd`M8j~{U;jv?FXMca$C-3?qG31%2
zVb|VT9PrzCpw+lDAmY~B{Pjv<7#K9l$s9l7XU~+Z-nxJG>8xwMDdnzwNRg`epnK8E
zh_~2woB|`T;(QS!*@fQwR`1JCrKPM!q|MV3mIb{DR%`t5f3z8|=IeF5QgvJYN`8&T
zMzq~O{j$BcZ0YTtp4M&{9In_sMn`%j=Tm|sM?Qkg_LwN^0|dE!`)3qmx$lm~8z<Uv
zT^itV;AqC9^hY+6?Bu&T!SIQhzV3?86H{1$ABb-RZe|s5nv-L`5HdDPpo*I0u9a0R
zl_AKN7pX;)6g|}RzzGtwd*?ZU!eXn^%-YrQ{ryw(&sdGme7cFp4#+`^F6LQ7yMM`x
z?TZJFM2piBWy*kA2PzP({)tJ;T?GNf@e$omDF_CH(R}!gj|9%M$XsLHE~M)5@-1-R
zP&wH<cFQhM#Q8M{pTu^|(@}nnCp{8tQ$Vu(ISqsd(fir%Ykh7z>r@fTbM;|w_vY_p
zOlco)%+-2}R5zOSM8<5sbU&OAfI23ThXY=u)I$IH-r^15#|qW77;yuT*nu5*t^NG!
zey|-lV`kcNlQr)CUa!{Xcb;bthfub3XYry7%K*7weT;LP$G{L(5cl-dW;%oSQQm>!
z?YNKOf-qL5Q?*B<L2v#aOe&uD=f12nY@?|T?zQ8uP@uDE9x%e2S#P_;;;Sb46~#R9
zF6HYy6_0PW`3%KZP9H35BNyHCUwi5NPd-x6b`l~5cM=?EQIV)!3MYA~IpOi_*)vCU
z<Hen0BBTi=9}eu?yhw2qM|FAbf)42SM#E_LIQ*z2;Rc3eECEO%nPU35?&~i*peV_~
z>+B^P{4V82Hz3+BLCPp<;(^f~-PQ%}K%kb;0=`UO;M{kH4uN4NtLG<D?;~_mwyz2v
zt1IN(Bz1;dZLbH-eqWNfj72@^en4u*+%LTQNA8(wy2?!6ukjF)|6O=4V#T2P_!Npj
zk=GX+?T~-y2T7kch?38C-n~5hxv7H#KWP-CsUKBszlYJqh%TgV-*gJ+lu0Nmo%6^Q
zQ6U9CkUL8ga(BMjEu<9sG*ZViX87qUp~B@T-EpwS`;V_b>e&%F-=|o{1M?)6l-ihB
zB*pY2v-;fyT2KirSoJ_>1iSZk6x{Pv9%BA=8ji+CXp$jDOTlPk9#DB%*$fTK$NP57
zh-d`7o{lb5LJ??yQ;LFi1y@SBAA{}Q`AcJ6scFy<b6Mj!LZAIN+ncY31bs{=K?%BO
zuL@LsvBCg-E=u=#xJM{x9IADu%~Dhgzw^%->m2py51AXcB5r0DfmjAJYG;TFJx0oF
z_cSMAo{M!$(xF&DzOaCkpWc~5pDr4VtRzE8<RD$|gik#DVK~nHVg@Ny*qP#LRI9H)
zfs~zqi3=EUgQEQclzWSSOu^47bo)~Np{3O;u83|Cx6`G3<><9+i?h+3R7g@JBprM6
zfWRyV^dWDw%P(ut#(O#l^M;$tLJ$-DcGhNAqNSw~9epT;J^1=s%F4=shv)XT<*BE`
z)=+NaJ;AhS6a&sOlju~SBZ7if1%YN(rDH>OT$)O`<tS~UuvefgI${OBab79dD1aHn
zG}tN`M22yzjze7OB9Nhk%U*tD`e%Gz3~TJ=eMp3Do=zi0e$_SWdC6+8@QJef?%VG$
zSqR|oeTsI>FeKuv#zDit$V&a8S*-i6kL#2LFQY~pL=Tq<nD$6oRT7@`ncU4|dvmJu
zCs{|?+Cm%O3}f9KiKf4awap=I2P<;AF9iI2kv<($rh!!`j6@M!>q1$y#OV8kRr7OT
zp!3nF*}WffzLj|c)_wF;w)ZtBshmQG|8ROf4z19GV8#RJx6SM;CdKq{G2_-!3{cl#
z08%dz!4EI&@t(>Kx`-yE?KI;gH+T5xteb5kS6A0puL!PN>gxECa3p>|#`reH4Vp+o
zQ^Ng!8F?PQju-<X5;y##Dk4v+h#8s%QO?lyN+NzVP#yYw6AswIpTS2j>t^8Ledn^;
zMsClXUT|ID)-W~fYQ|F7;%9muYtqltJYry6ih^K=kK>N{&e}9P8$~wAX3~K9p!-3x
z0nRy%DX;hp;SmWa;T@?L7v0Ldl94Pu$N~oLk8X~vW*t5n&fdG+|3tos+&2^$Oi7Mz
zCpTL8g=pv{NEPPs6PRt0x;`B5(Fg(5>0ykCD+Wa>F#QK&NGs}pLd2mf>2jsuxfIKy
zVJZGmpk33<Up(zx(Z^Z0fih=6w1Em60QXHy8T+Ad8x}(+=6+~7?YhhohT&=%Md(kR
z<^ud~g%u>pajiz@_kVv|?HA7~4t^b~>6yRR@U_Eu8Rl1i#XJYCc>3rEF(95gBbu_}
z>yh7;#vlHCi~aU@P{zY(PrG&u06|-RiHOMEDYKMk`)UL!QR?_(*_#HX`Y!bL5}?nE
zUR>#~f8hgqLhuifpP-llzPE!h2rs<Q|9*2?=p)SntePeJQ>9ebEy61+(a38zU<gqy
zD8U1Ia3-eLqb-hbGZx~Mr=-SZcr!*Hyq*mL?9||ym(4xo)+nH(n3HFBwAc*&h5Bo8
zhk%qpHE*Y~pFiwpIWNJhPVglYcQpR4^sV(*$qIQ2N+LDih&=&J++JnThZF(LwvQ=-
z_uU_9_R1Mw?9Vvbc>t8`lAb}0*|6h}WNOd-<vX0QoqiKo3az>tA}DnG{dOu{5HlJ8
zOUc#QHRl8Yp@G*52s0j{V9_rTP3B{#{u=Q}gS13$ZfP1+iU*#{`EWcifkAc7nXBQP
z@OrJ6Ke#-*!rnd!?vO#oGtN`-b(4q>#b;jZhny*${9GjiMKLzIWuEs3T^wvN6MJyX
zk9(-RM>=djT^=fpn>>4z*T*XyEO2Uvm=~EIcd7xFbpjV$9ulp(c%WX~KbBqNMw|ek
zZG+QvnaTCq4GfB#zQhY?mPrwM?C&wIC)g1L41#vX-ydWzhr&f-hQAAdA&!<d8=(F^
zCWT~V9<u9J9dAgNvx8^(&j)y2H^gVUFI$}!;?hZ9v2g@FZiiY~QGq+}yHcX?3rcF6
zO%hO?1j&$6;b**zt$Dvh`O?_u>b3<afkDk?0x)U_XV%~Xv60{Z^zERN@?hKo`STf_
zA{7%ey+d4ErbN(o&f(IZ``W@sv_e4l^q<dmR2$&G)6vp0^Tj*gH$_S~G%S!SrpN!F
z1o42!1O{>V@C<HTXQX}%eCwEmw78K62C~HtSJ%o7!E7YJ?yWhRKG|vk8Z{~r&rM9B
z{`fSgeB-m>#V?S1TG2DNv9lXX(qW)n29A?okI0^z%bJ?fUK2b%$Y&09hI4iEIn?kT
z!|CFs&rM+SYk|3-UGl#V;AR7CcQCz;8xot9bRRmj^S%)%XMWg&Ju~}xC#HP7`$rSd
z7)9o@vx*GXS5?h8Y>vd-fVR%IG-FboF@W?Ee~l{?qZFRQ1wBmAGBz~V5IAn0b{N>~
zd;pmFIyyRaPMws_Zc0m_&C!`$YH4WeuGe`9vbukNG?B0<1!e8IFoFk@UMO7S3cg=2
z1I(+{u7M$g##_TI&~*#@X7Xp;lA?7>UWx?%0@;8|))ykGC-CwzpS_Ub@#AiIp9F(y
zk%&UbxXlN2IB3KR+nn>a*xI2x^%rW+U7+{tQ2K8D1(-vOz8YsWoF=p|fE_=E=?g3&
z6q6u3fUuOrf{TIpzeii7`>-`c@!WG|Wd-U(RxNovkv6<p+6tO8K)bVdSpkGC+Q^_J
z0;i>ED#&c`BUo#YPwmP})Q-a$@{DH$sF!zOIt{_kIP0MHPoiybEiffw=PLE`WAM|V
zTHF*A;61?n_I@>tbN=tgu}E_ZbPlXt{G`CmATIX5_XRK>MwK*jToSq3mUKQhbptWM
zxXl_cc@C`83Z2ZYAyT3+b|F{~RBFX^t(y-;`h?(j2)@^Gvf3u;9M4nXB%cQY1~M{`
zu42XX(GLjw$NBg$0eXgDX3!gWstbr34_QlhUc$N8<@2CJae3;W3z2BEgp3WT<||VS
z#-ahW!9ORg6i>U=%hS;j($zj$Y*gAnokq%i+m1>#a{aFQ-S06@L#X>bFi0r^K?p7}
zG(6}i|EL4@<w?~WK<ck{=Ovq$VG;z5BS@w%TjOI*L_}M_s&gQtAVfldYfu~_i<|Ny
zZF^a?O2`d36Ie7Dd3mRr*-Tj8!)0jFLRkd=Y$9R0sH7x$eAmG99d56mNO3496LAOJ
z7Q^t4@!Z9Md@m1Z`BcN(n>cyH7I*wS>u{|IXxA)4wm9_@DT$b{4(VoiO*@0DsvxzO
zgn;vz1~;<!iv?W)e=6+n;8{*bn%o@hwU<^pf))nw;>X}jkM|RF@_@ed_l^dt3&*MX
zGLw#N79IkGm!6y9pVnM^>;LA!Fd87`smOOMx+e;!pKnb^&4C5quQp=$R8ct$3lE3e
zl7xoB0D-JvY+=!)j2g`q?CxO+A8m4^Cg8?CEcBxySvcvv9>fzg<?J~XwB_Od-zv38
zX5{}y9Uo5gBEx3gls1R1{y5#xolG`m5W)GS*7*<=)6IleOSwE-_J_;a;U-()H9XF_
zzWlDy5rmzum%NR_lr#cbDgiSyGlvJ<+89WJa9skr5Zfa}L-?&ssXe2#1R9PDL2t=P
zMJOXDol2!4l?4A4q5NlC9FzD$p^l+0=jhn^It(vxdL(eKz$2VgR(!*Qd#D$30&m~R
zZ)OtkcU}3ehV<SQoID`0{JIa6g86ePjEae(nFh6&<lr6r?U@GWTb9C4FLo(VCN$d^
zvmD?u>(#JD9NLUz_+Eqt;=#3Ne}6y+W`x}VH#(Z&Dy#4K1^JT1Xc73XItcdXAYfxZ
zOB6nGTF|c42MY)AhWIfX(1^1AfWeyB=g=EP<7$(xuY|t00%-3&=oo$Q7CJZ+*^j}O
z=VjZ775#I6$NH*(%L=H-Sfc+OOMP&s8=P1dW++KX1?=uU*aJ>g346f5B|o!=u_~r(
zNXCM5d0yq34Yy?nN7Bp+>`Vxtww#oEK19KUs~t=)Rm>IL;V)DxpE()@JaoMl$fXYL
zJJbb{xcpiFVj2B&_E>xY*=__W4HEMj3`1mQD=oLA3^j`caaibi$`Zf=eEfD|oNHW5
z761N)Kv9~T8$rzfl@Ssg9-ed4eR;T0`0Eb8evA_A;e+2S@;M0bi1eBklqvIN1pi&n
zzgE>X1h7lSS;nMJN<d$~ifB+G#0I>N%8-CRfZIl?3C{LzRk<!)c@H*~QeJ&x^fSQy
z5V#Hr4$ja^vkZMma>-hR0jQ(kAIYFB`2%tW_<E>703&3p9U3I6tc<1d9FVB~`Ffyo
zmj#V0Vj?B87r;O%W>k>i2Ok(+v8t#KLje&ENYbnFyWHP^rvL$0SIJ>x_cstP#q96t
zQQv@^Uy4xr+smgPb4kE=s?ge42!BXM)D=O6M*;I*Xg!=gFQjaSbz>4gdvgzqt>ndJ
zil?ZR)&gW2!>*ryna}Yvhz=*P7&Jh^u+Ee`NyPs>7~pjI0)kXmclSlEmL$@`YRPXO
z%6<lrlrZJ4bc3T!Y02d|mPU947omZx$(nD_XsTq?Ayn=n;PODhBzI#Vfz?4qsssX@
z0#s^#0J8f*=OT^LyEt?LM4Q&n8KLJ!I|L^Ko7^s`HZPdoEVI5S3@x3d@NRtfZT_S*
z-s(gy6}~A8c@u>%>r7bkk^1A=74ANPgf8{}JSZz7X!it%hGxl5<qamkARmz!B?d1$
z@MkliCkxIS!-_uXdc30kI}lz&Shb4#6Tn>u!a2}U5!7YVDkOmjz$EcH>G`Gd(aF2w
zuNRo<)tC74BFAs1o9Jry?F3$yA7zULgvD82pS>A~{o-A%7^bodPS2KMGw|*PE`IzB
z#t_o)3MCr(U&do)|9$NnOD$iWtPw0=?2TLe{EVK2y`AX;vW?-6h5uY(uT{b#;Ui1{
zhI<~xXtE#x%C%Ii_w#jXzBf-Ra^M#z<zzMsxBdRjxx!qmho3PT#`Ec07V0+D`##%N
zs^N-ew;qn+lhT^0f?&JK7#Z*5T~_4Mx9nL{b1Y4?6}v}@@G}OmP52r6J5GK^`sYfa
zHjeb^GY4H~ZAnR_fcl{np~9fVw4nj8OIEP{bCVb*gdN4f&6)Dq_vi;tpRjJT1#doQ
znt?Y*H}-RTL*l_Pc2iHzW8J%fe7B4WpTP$XFgEvYzf{6_jue_dGWEnJSoAkIF}!$l
zcN-F&-lSez6mW?jj_sHd_ik^-^NT^+nvoDoR6@ew>~ynjhO7cJ#c5+DzhZL=nN%qy
zh=#ks>IE>;KLVHQVHR5Yf3n{P2&hP!rG`o>1>h77n&ieLrlp0Uk8hbAz=6WgI}Rfo
zt4smlA_eCMCRgd&_tj&D2v@9v^Vu^s8h4h8Oa^#3nA%)u7HQFx%en^a`YXrz$*`G=
zsl>P%`w1qMS5a(qvEKHor_H7ce9mrPyxD7>Z+L*livbbbTb~UNcy<EExofZleLZ;A
zfQ0n-!;R4Sf&sg#`h_a4S0kAc=lJ8}@8#fm!l%FUginI;1;xMq3X@t^n?uQfT>6$j
zBPQ$a=Cbg8q_kHYkp2uWkT%pa?1!k^yj5=3zPwAnSXkGY8O%{*FGMC}*SXlB!q$u2
zb67pCcs@RyhHGTOxs>PY|J1D=YOh5ACe}U;`wYBZ_>RSd!M8ju?@an9&2p4C2BRl|
z=PtqWY)ouUVObj1BVe>?lKc0vjqj98zU~6XZB_#f@@G@k)&M@yYuN|acSMAc_kGik
z3rlm&oxcufrn|c-X@Yspkm_}@J!)9wugcnY<L6F7RL?4MA6h%>*lwVu0%kC)ChQWd
z*9)Zao``;0n!iTVL`Ak~s0c}MW7k?wDYv{fRr=qq%-}?nlaq5qb=TIOzCy=$d@?x>
z#E4+^9RFTDn84?P%BsIs&(5mg2<Eo?>Z>R4ivXAWA3!nrUGG9SB@aKL%EgIeUhnaL
zZ7yRL-LIsal{_xuHZZugiulPiiHt<-C$Xtt*^3H)911UR_m+<RT|%Vb)w!OmR#}Z(
zqB<nuq5rdP;0GJL-oC!fV8TIdsnKHpAgmqsiu}UUpCCzI0MGM)BDsa<{p|F9@G%40
z)mLEMt)d4;)PyS}Y=<*L*up7I1mE<>!p9r8%(IuX!_8Y9vOhYg!-Tp5*U>lh6#3%z
zPIW7s19>pBXlRi+frs;|or2a1GGN=K+S?3ozF=KVU^A$;wH^y$buoyE8QULq9|yBq
z@E&OrwbGglq-B%1@M(fkLYf2z-k*0Whr35P!62pWW!`^BcbsEZ-}iGhYN}!4dK%u>
zQbEx|m!TdYMOlv}NIDv5?z*c0DNoQeD5f9GLcnOYNFJG4#M{|9lQlqLHwM@0D%SOG
zVJTzL|Ib~dN{0Fzx^o+X1%qauWd%GU%4+xVVFTMnzbCOe`?5oE40&?51{S}!*E=vU
zOSo7k{rjiZ;8YM*tZ?Bl=%opr=nY3*tnR@lY+&)){cAK!+vcM|kzZ&Gg~BtiJvD3P
zh4RL_oiV?|K|?mzX6Vpz>I^b^<*;4qt!HER3wg4fLi|&$sf$LIIZpYo=vL7oUy|kq
zPnMR3Dz_s26?JjdX2NtLFD365%H}Rx9>?p4AU*hv^;bRwdMN*j=fcz<0H^_o#pe;h
z)H5!pOMfN}mz6K@x_Wx1igaQ)mRX3IZ~B{S#X*rW0|0;rRaUU>2rACdC$J?{Pf{KP
z#4qSYz-)e=X366Wl;>&Az}P>>^XBtbtL*h?vFevg2B3fbTN<I0(|1qTq!zth_-A2~
zEiC=b_3|{7|Niw?-?^as^yae%ky-ENKJY{^;>3ROVSbH^OCTn?GZr>o?i1`2Kq?!{
z5iE<kgD8)>BPIIjEL%Rv2Wse*M1UTsf1SSHm-cI@X676E%)YRLeZb5&Zi}~v+}txM
z?u(a-R%h~9Bwoy|hs<x;zJ>Boz_y(75!_DlgIWkV`cbytl|#M6=f4F|81+&9c;ylL
zgUcFy@OADK%({Q}kn?@C0;51RXYmz*p+op;9e=Xuc>WQstkZa{al0SL28(nmQ6e=x
z^V^C&V%h-NHOguizy~dEu7XeTs1g42k!3}S=QK(qo}4OQ16Ug34~gNz7^#dNK={)w
zH<h}UffMVRf6zER8i$gstBmI(XK0M`I!v;;O?7s5=ER}WMUESxLu}`@^`odfjuDj7
z<8K5;`ipd{F<1sqPzcQ73I0JTFXHfCG;YSu8R2<H;?Y3BObZ`%*3sq7;$%i<lY7FJ
z*L(HzlLReCmV`l$<00pX-9P@7P1CkB47q9ePSeRPUHJ)B9BGTy8<oFFQ<^Ulv-@@w
ztzeL<S~J`vVHrl<_?(iR4lt;Cj=DfH1W&fwbL)$Nt|5DV+w&H=4DE7LOMS<htId^@
z0$CrV|9q&6aoSuq0cH>8X(Jz%rwe!rjKH9RX-Co7GL24q@jawHz`DtFtHgk^_B<64
z;)ycn2P`N=^YiT5e+Gbh6z_6~%&y6IMQpskGP-BS8%eW7pM|3fB(^F^g5UB~20STz
z-sBA@BFumyIUxE5Fp#&r!9r}S;emySzc~12_ojM>L!r9?zx0!yZ~W<@LE26AB<#rM
zz<|d3BXcSP+t#CVkv(C@pH=*4Udh7tuERVL1DkRdFCX8oqJJrP{vlm}Pt6MUanf#v
z&o1~}E0)3F@Ogx;3zZ-Ut;mnIl+(G&22h`z&b*G_yW^j-$#?s6sd>$vqmcAd{0)Yh
zf^6b@miu9Km!|g*@6%;{@>G_bq8jozd3b8TnyiMUTzvyN4*9sJH2rqn;Us{Y5)tV_
zunSX;)f0M$Xkrp#=ej<e{zvU7@rLfd`-vK%m5vK&oj;#v8tv8AJ3K5?QE}==Tk7al
zqLU79D<HhGriHwEiz9y<vwG4)75U{$%ZHP!cdS%@WXCPad@W%qh_|<A!vk@wye^A^
z<(h9`07YwgdoUXiMhL16_1o*fmjwW#0F==5B_T;SaVwt(rqv^Ku~+2S81F_h5WJQ~
zq5RFI^*E8wF}XsEHm}}6-p^J+KG>h(cqTqjN>7Nuug&jy^gM^N%5qDjYum|ia`k&1
zd<(Mgwp7;`*y{}`D}1O)Xi2R3ljm<zhtDnYL*DjV==kY$;oaq2>wXTG=c<cF6a)QD
zA;lKCGnz(dYx#LkQvGK%Ni~H{l$a8}eH=6V5?c-G?@<gAF;*Tb?dMLS<6B7)jW51i
z!#<eT+AUG?e>5M>l8Uh<x%pG^b}&@C_4%8AYRLWz<wcyf^aeoRvY)z`oow&+y52}w
z+~@yZ)CG%2G*rMzH}bx7YI^@h{>x<RJ**J4HUzLjl3nTHh+U(LL8MgSL6X?_v#nuX
z>&ahhhk}G{BbWe<nrPB<K~7-P@pFk2I*dkcV(`&(2R2lB^Ru$o*8Rl>pyC7M&4xx&
zNGaKicdr09tm)0qQ%dxS0yQ(h1xcD~HxLV7H|;OJTXa8KxubP)AFDY8m<2I!ClKzB
zh&`yi07RGSYX2bht4*u^;)R;`b3jV$KK(85_f(02f5~ZYj>q+>tM9Jd-e;2)R-|<(
z0I@^>%~~pyK&&X}j_R>ox}nEO*Qi-{O6vz2_6xr;D2dIBB;ouAC&vV}JwP0EG1Pc;
zxKMkvnyX+jly-MBUG8~vsW8s_W_Kb|_+EQa^J?J}pxZyj<|3p)a6nt8I67JD$-WfT
z{|rXMk^_x|Qu=su(j#O9!A>qi%#Re*L0exaUjC}b(NPeEAIOTCBhEWWZFt<HQi0nd
z{LGCvamt~ME^dcYjDpkSjYaGOZ$C(Gw9MJQoblHtAmh%oZ;8s8ZdoR`Q)(>|q^RC`
zG^Cz6rKuIyWt4XPg&sfUX8etEMba3w-Uj^~BT4uL?)!9&1!zb|=VgP){Z+O}N8r^%
z$$QUs5`UzqRk^v>%Ow*j{0^9ufgjHvqGHv}eXDT-R9ub8J~sz+>J&}AmvyWGynDX{
zo;LkPU)Z;`Ae~%E)@$*&{v|*^xhA^|GGEf!c8O>p0Oy-5vXcV>aG`z0j@^L-&M;m=
zD8<9tk1Et=-Qn1j#GcpKwa#gRZu3X7H?#5VdhhBu1POG&K-deRikw;`V>dyFPvCDN
zPD9Aa<UIgEA^YPJ(cmU_3-jA}jYLaJyXdw>f#jdFbFY#l>^~?2G$R=h&(o6jmk+N>
zypBg`;&#Y*y>4%)JgCFo45g6#2;g@X6l|}b#Y7~2_t*}*-}(qh`bY&`xw;K<cN{)x
zIAqe7y*q!mF5q(noHdAGp9kxRb!4djdM&??l<dBa#-ERUZCN1*I_BZrb1<B59&l*A
zn9Nf7I%b2SQ=v&wLi~Jqre(GC*ZcTkLW_i!Rna&0?&B7HswGFlE~&(q3EpoDS(tCn
zO)O%^RQHp>WFUM#18MNwVLbuDrm%JURh1Bs(5j>goP*wFcVU0Y;#8awBL7<G0|B+s
z1)BEVG=8VuSe?-I`mHqX5}OaSS25gzg7d#a9O`iq`9H3UhV8ZJt_K2PmzZctG+p#u
z%lV{Ug)SX8@N|ePis9bGW7et2VX5T_d>3bx9ZpUIJHCPLn61CVom+j>S~1+-OJlDm
zgSZ{TyC_|NptkiTZcp3Kr58x}t#6}_ovKtb#Raf@z)APfYXp4z?m0B07pz((`}Qun
z7;PK}ORY;+G%He2rZiXa0ZJWdytV<~-YZ|DLwqJBnDyo19|`02^F6CODy8&x!kirk
zjFC}j$PF_eAMrOknS1E?tkWJLyP=@dY}E-qBPNwFx!7U<ky$XKVT%WU3jvAuWH}1n
z2YR0=yJN2k%#DsNog(e>dy!k8?R^%FyyeE3P!O-*FE+UkrzO(KD5nVoM7=k+lirlh
z*Lq2WLhTD|qn!4qaakHqYUw{(^BJ1yiz8B^k3iid&5f43I~(LqrexK>oeYw&#Q2VZ
zciVW;{j0Wu0huCj-MW6FG9-L%s?bLLhl+x000PEu3!qn|BmJ|>MrZLn?Mg$!u+m8@
zC~miAK=_HJDSuLnxi00VB~0+a$MV@J#q?dSlcr{%fB^vxh=qJSd{V0Lx$Iw=Vvc8c
zwpQd2b0Losehdlmrnv`3JQcb_iLz~-H2fcsNkzB>GhPiN(NT>)vb>Gb_78nPImEa)
z3$%Uezf0HXyxtJkE62{QPH-4B<g5|bg}5VbF3w(|Y<s!rPA=B3U1LAks9t$XnTn}<
z(ffQ6kLz+$dMc|Hby<5cHi5je`g3XHm-Ckfeq5+%hr_znNn9p~>I_J;j@!p3P^jqx
z;XkVGKR9%fgrDHpiHt${88-W&a&~DnX5D}fZ#pr6F7hWlUF7yyB7Z0~okd@punjY1
zd4HyIChTytRz%B9VHwC>fK7*{fN<01LY*8w=Jhkj=`uivrp?}OaytXbO1;|vA&9Up
zyhMI&GY(q~m)pMigyM10dL46nQ5$j(kdC!P8h+m2T`nc_+GTmK0d&RvV!z!^=)}ED
zxB6X<xytfTY+%i=L@}|QU6qzMt+P2Qwg!fNjn$Wgyu)$yFuzLP<kB}jS#_xkX)2_j
zM!tSO9PSfPv4XMfSckW414^;r(iN+j^^BsC<w@@!{_a1cP!_lP)chTXu$~QhDqc^H
z$YfTJv<HTcJ*8b1>7J8Yk+G<<i1ecW`B?csfKqj5w|@X`%3$&`4B~!$8v-u*_Q}8Y
zc=k?=G<JIzu~N2Cs~1{^^f3QsG=p?W*ROFEk-G(#rEgy!(7zY_;1<gw`hc_VSGow5
znFHOAS8h%;f3VG!j)XnA5U<KsI&cdD_{M=_sBu&RyZ3#)#nB>gSX-S1gAT^$1lx#g
zm&zaV3!XF=fCOoqMA>&B{xysrAxW5%>}qlTlFnx4rT@>Tj|HM>N2?C?4gFq@2R&$h
zE;q@+4E=T)G$`g#*JGvIm=NO!^ApGLtXKX*odfZ7X4U7?NNO>KcycgX=_!uqN5nJ`
zD5WQ%i6l!JgIk$FJ~r`%b-dhpIqCm$d1_yzCbMv&spvwC<_v_z`Yj7E#>}Ej%nBq`
z6SlC=&SF2-5s@(<H^&l9uY9UPU%Z?6K(6|5XOKxL=`$Ov2W^axG~%}G61cpHj66<&
z6B{cs)h2*eZf7jgLHn%OqSVk8^PcYmwW&h1f-@|f<Pj13Pf;7duGm`iy!mo}$Gd1J
zrg#}wsCD<eXm00jAb=Fz_?1j=%eGxhd$!!#i#}6&YH;l32xi|>+U%;*Ph2o#d*&^m
z^z^=X|D>KhcMiH>bSsC|s3m6;^y9=^0R~dzIV>eB*iU&Um#<&OHPvsyHyZBfWl9qE
zgj&L&_G_B|YzFub$J^-otzHy%#o4HoE7;rD6VvG3rY$NydBetJATLDTF5Zc`GbSb$
z(kjvKUl08lmnh~7ut_*}&d7+ekP~@t(klcL_5~6oPTi_)5D|ieH4Q}iBZmdg6bFWd
zB}A#j<x#Oo{9FQ=l+py<hf)|65=_baisx!*UZ0n*^{AxtJDiL$z>n1@A5KXul_sR$
z{Lk@9nG>G}Rvazq3yR~z;~qNq{cZ4%m6{A;1sHF)fphxUnA7<QFLp_qU07{$t?AJV
zDYb>XqoG*ozCNkAR_m&vptwDkX~H~9Fp=bPevR)qZ8hqd!vA+IqMjnfv*~;VrQLV@
zEK0;Chv9VPbg&TCAetZ-%t5~kbQ<3+pZCYH=F9J}gbJNcXrN8$HaPAqH0pMD$i<;D
zxxj+aGKOyf0~mOk{9M*FF{#0P7rKXTWo!-9qd=51qDn&WwGQ@M%P3$U|NBeatbmrK
z4OUH?`6{cPp;T0C3IY35dYhr#frQemBkZ+Oqt+pB`V4xXW0lY6z+{mIVc#E>1<w>3
zY)f;v8I2FG58d`>Inyx8g(m&aJQ|=awJ+%7A`QlCGK!dsJpRyyeo_Y^!t~M-Mxb;W
zY+(h1BING?oJ-G&<^zzjvUh0*{<ppZg`Vh31ZXY*P#S^Ue0xG%nfr|j(bhNzIGg_O
zFF__7V#xG4b7RY#E{aA1Mb9E-^bc-4a%yOhO6A)@t{<ePFmh`GU#~Jj&>4{wOt|PF
zRmihK1bleVE&KM&Od6aBgMg!rp;WRyW1y)FAEkUoNS_BdO6GpAyCdEX#2*xvwx;n}
zjR68QzJ^PQZooup<K=z`|3@T$XzEMvd*Ej|;ekRGci+Iz5$@}cvckaJgi#F=Wr(N5
z$uiY5@Svr>ODT&Gx15&F+tiQxFH3)fw(|Y>B%t@f_`?M@(Y%ID$sCl%-9lOKVyMhQ
zPg&Bn&Sm^4`OAC-1)5TNL}&J&^gI<R2XI>E>*8b(!EBYDbgymyQ|+(F|Eq+3keX=A
zoDX!NZ~^xYu$vI|@o#mWN1kvS1xffJC{6f6nK+)MKF~Mp3Vo7k^$Db<SyEx3Fx>d{
zZG6X&Yu%{av?~KSdL?FcxR9yoh$#LYc59&V-gAqgeJH6<m;1$x1z5xI@NxBH8mX<z
zCGVwHZ|~cC7^nct$+e<Co(=2Ort#WQBElx^rpr8gu;|ThZ>FE+91{3LNjy|PIEXO%
zuz^-%-E@P?(a_Y8=bvY*FJ)xMx197k)2TFAW0Xdb0|;!I<#)CrS}xW@jVjYADGUa`
zaV=tXM4f;%RY=INtSctSO15t2;)4}zepPNX4&n(r9)s?zbr%cb;T&x~VbdNllOy~G
z838{WhqeLJmY@O>^Y7x?OGg6<H}*XS%PFMbf~hGnY;I5|{2<JLX5Jr*&O-PMFa8C6
zAt!l6Vum{@#8S1%)jr?XYgLx{zUfo%jjl<=JC&*zKQEtZmB48QfM-*wLM1r&l~JEZ
z{H*<iri&J`1kM@IDGGmFmu;d+;k7e#8->f(3a5&25j=y;Ok=;ld@RgdSMQCV$m1!{
zLPVoafNt!0z_@yH#RhiDQ8MHG&$`)2x!*)7#rMM&aq-G}0aI^VQVl{|$`WoUD;|Hb
zSkSNCQK%Ezd#~4Na*R*)i#zspN}h_IUY;Zi*djp54G*Z4=)ozsvSe%J^pBz*p#Sr6
zRiFkT^6mg2*~gx;)|*S7F1{a}0W6}Y^JV-J2;{?;&FSEJSt}LC;m@Bx6958@L=YAz
zWj<$!K?oT?ziFQhMn{pUBTuA2g0(lqGpo^pblLWTxr@pX8?g>73ET<M^@iB|nt&FE
zh{)x1y$|S8!>L3TJtxvEO>Yk(MQ%Yg12;fht^Ha@{243WS%su0i1&3MCdqS~X)eB&
za<d-gL@twl0A=MXdv3&Ot-pAP9*hgaA{PwyY0=16q05MbFC+a!le04-4(c@o4sj1L
z0Z*7C#sYQG<S^O@bjNCB?<{Gf+^T_E!7?*mp~P(qwu<FpB<!z5s5=&S<UOqnW!UER
z#8$y_8;mD_tbga6d`BX6-2Qv*<}$?U&q-k)ohR5=^?bi(0>R;v`S0O_cv9k)|7$^s
zX@G;KBh(UP#`d?L(S1k!x0bfxD2Qk7PO^x1OZ$&ot201$RdC8O+XU+?X-=sB3-}As
zyvcY=ZJA;9`BcI@Uj16GlCFyiv050mO~<~fLaqna5uhiR_cupCit`?<A+Vs}b2%i>
z>I)ZSsxNj&Bv!Tuz$)nEiB^J}z6LZm;g_4GWx-9MRDn=%J)=^R$N6t9;^tAp+5`wn
zx@udQyZCVkn(#j2J=TmqO_n!ohe=-xRPWrTrN@mnfMgE5qYZ0pbO3J9Swa)`OneDo
zXewy}P8aj_3JILtud79blGG3N2|0CWf5JXE)wf>N$0H$uO>3a_(_g6B=xZKUNoiZ-
zI51KaaQQ9F2Pyi*V};>g`6AKL@VwEmbw|O~wcu#LL=Nv6-_#s8XW<WL!LpZ+M26xV
zAt5F{F6QV-!Xc~C!{F^nD39kylGUC9IBS@W_TR^u4#{@0Ddhe&G&ftr8gMvRrtG?t
zs1V?{LDXL<k_GV2r8WNWb}$L~&vUbG%(}!7d?wl^g`JxW8*<O|SkIp~)S!cKs(FjP
z=C4K*MN|bGJbD4SGg2X*4S0qv1K%~v2hFhalcUx@w4DH@QnDNb0HeooJ1ScHKr~&D
z&;Cii`hh0^b%=A-YKj~^p2uP*sh|me%hf<RX+Mb|eIeg@BDSdv#9>1z{Kw&~f9`K~
ze;3-jf&@ICPUH)z5bP=hpEwf^f@qZ(-icI!{c$UUc!<9IuDuX3wb;ayNjc?sm&atK
zjUK?kl?!&I@3jQy3FC+e%==!Qp4BtObgbx4!H)NTP7brMnKTf!ENtSqTC_nK1O<hg
zez4aUFhIXYZW(^qgHckF=?E1LVoF24ePX{J(U^ed+VL^WurMCQIQW4iyM@&kY;RuM
zjcD)(8A-PPCgmUxLqP`~bGRm+sRAHR67TiDIpi!ke*?!*^@2cGQPfUp$-1-|<*Wj<
zHTj6>?eqbR0dAD#o3}$LA?u;4+_F{761U3>IO)h6sFD8kDZz7iYF@M>*d?glG7Tam
z+e{1@INsp4^8G08tg6ivnQ1Oh6OfWcjC}}v*JOTC|9k*4xX6W-;}31bO9w!aEQ=a?
zujfBJ4JqfBwr&2fg7`cG7#L!l*jp0Z8d}a&FrcVNPA|agf@!lzmQlBqVSvT>A|lHt
za2NorH%}>9{D39<B4-pog0;!e^my@dDSIb(!5^)=nx@hbqaD>q5Rf=<dzi?nR<G`_
z*04M6?t!W64L}nz?4w=O$W6Xgya5LT=o3jswxEZb;#x>tUgc<e9UV`V=6?$IPB4J?
zmHa1la4EJgaUbT#X5#ika!A;5PALF;sPtf|Ock~s!A2r4W&5Eb02g=@d~k3p6wj<l
zMY3Q&+n8U&;!q=hbGuPJx=}g%^O3}<XTy5@>ah}tQ#?-0reR6gtR&4sn&sR>vjB##
z?8v-+sFeQp727ri{OWKmhx{wht1JU(Z`%f7v(ovKP!ewa^H28mM<6@no|cAqDkFTd
zhJoGrPzGhL0uUEK2$5R~`V}f0Cg6Ty6HISO+Dpn;ZNJt{(~k`ls09po?ihQhUD<fv
zQDUZFS5=;%F$#+_nfS1;KLV}yXDM`S0A#p+{uYEb#rmf>l$2kPazNkiyFnw*X|VI*
zJP8lRup+sj=@Y<tMSD^6W`K~dB3mYsR%07f^rmKJ8l%{&(Ov*30at@rViUM;MC(iR
zYOy%>YnQxkHWG|P$!y@Bpbbve;lWzp)ftG#Y-TFz1w11MOcc^xS3_u}LPgOKaS`vR
z&vCFfrUfcixXi2-ot7!TJdP=IFN;_X4=;W02Tm!{Nr<*un+!SCRmVyDFA(<dAJS8R
zWRB^}DCI_U*hDIM=J3wKU_c4lvfs{VWj=VhQX6+JthTt?NR}|nDwp{Xt0SU{H~j>W
zwh9e`8;fC-Fa8W?YaKBKjS1D++YHQS9_%Fqqm`rc5!8NO|76zbm0vTExT6r<%6GZu
zH+F6!gFE~p<lgOfJL^Xa?4y*Ka%0)#rz(urJ<GwQbdj^U)GrpGLgCl<aa?mpd<xoM
zwyYs{Wl{t2>7Exl$(dxBkk3@M^5glXplR^;P5-J$8+W(_<if-MC-oUof`bX$R|jLc
zkIa`YC|>G2dDz!S{<R5!dRQ4yem%<sw+;M$R5}SDr;2z}j+)4xp`9U*e<m&ju*1*G
zV!)UL-lc#MDwQRr&4jy(dP!gLDU?~{`>nAXP9O5x!y~#_D)DBn_6oVBt?jStc;5)s
zhp5Gim6Camn$DB~a}(I%hWW08D=daVfiU=~+dAV=hAvVyjWN#Xhq8z=V^D-V>~mT2
ztOdIN;5bl|Jkck^+6m)qX=4VCOJIr!0`~G3t`JuO2~FqS33LUVx544rA1sLfU<H8N
z%fWG@-HgY260=Y387<{23N~|)#hz{r{{e+>zDoLHXQirU94HLJeS^80x6<58K5p~_
zZ@=617?lrg{q!kcdET1q^^#b@M*KqB-9wLssw!lMLY#w+pO_ts9Y>IGqi_(L<<bxk
zAY`f*q5%ucz!%a*%paZPdxCrsfs09$C2qx&__GM!#VAxxB`Q<^g!(&VvLZ(H(iUMS
zWE~!9&2x!@goMO;8<lCxOHCT3tFMRmEt?5R<wn0&hVgyV4ArAYnrOmmy?F7hi%|#t
zXaXC)#1PMd-OWwIQt4^G^RHh9@W|u&Wm*uC(|)D0n^mAzm2|E&o$sN)98QQbZU9@$
zV4=om{D@=aMGy0E`WeWHOF%&QyIKH;#-Q93Iq>1}|0x&3aYPfo_pXE_Ob@4u9Q{}e
z8}R)07wVD;M;5>DNaT>k&QKL<rV6=Wtz`@vl~I33Wn)I0MDfpTuUUSAm`L=w18phj
zO1QJ7*r=8AZfgWW%!b{Mts{h+9>ClRAjP)LHdu(L2s0(L<k3m~uVa?Zbj-_`@4^8{
z1ovnnxsM5)<@y<OL-Edn5jwN6vmReOMi-1O!js3U7tP$lc=9xsRg1&CxJsK`fM{a|
z)`i*q>@$PpHf=Z!gjtd@>n!Rcz6%m2T@{`9I{9b_gE8xqw5QrCb%KSNO1Cs0Khlb^
zCaDw%efx(0PNnlOb793JIvrojFMQdbfKW$(<_f1XNHVpo`$G>`Z=>^pI60iYi7Sm!
zkJ;sMzWe%D@7s1CPj9N1&KQLphLW*_=2Stu4xf@8GU*U7_oo|GsCr%K{e=KSFS=BF
ze)0(50VH;-jn5nev|c0i^ljA@k|^Z;eB7$%#xrzY5|J$I+CZik1aT8^lN8mG!6zWN
zovx%(68JE@^5GY+C%S!5pq9Hn12sN&c%F(BDEE*h*Fer0k)a*_uTt0t$s^_gUQ4DC
z1-~F}_Oq3(bc)8Ny3R}ZFSntC_gUidu!jmk^Ar#e0wL{f79$=Xm}UOlll@e7_M$1m
zBs>Bgo^4|=b^*_Ws)B{K1^ZeM*EN733<m;|6T*IMPG?$pz~357MooU0?>`@2<`sPI
zzb(c^B;F9a;syS6Exw*0dm19jr6_-g8vR+0Sd`}8_%0{(YyWT|$>(A?AaGhD6-J2G
zFTqD9jnX;d)r+MIT(%3!)pO+$6abSH_cTydth43KVA2z@4~CCPnGtrA(Xp@s%ls2Q
zSNdmsuJQja`F7|lgF?&IY8VJU5>TqZUlPQ|&7VMMzXC*9+5((t|1wv@QPn4e&ME?$
zCeU?JclF)OZzJZ3of+<yGOw2@F*$X~Ylw;?tskto%R)o<Fa)&GgwagVgfZE|+OM4V
zr+w$kxO$I!Rk>t|!(`QaH$bOrjY+@QTpK{c9l__7SifBW1XM=`R<)L&NPxkI%N%zy
zC`x_l_Ov_u6c?mHj4wJ<vlUQli*M%fFZu*G=oSRb%5w(J#XFqorcypWvq=*q<W@8?
zeRINlsT}$4%7#ZvCIB-jcWIaZa)hGZVnY#(JbC49z4YslN|RHAPero33}@~}7UC&?
zoS46(fiQX%ou@*_O!%+9EWioV8GKaH9Iu@ZW}n>YlJVF&&hB*uv?#*SvAq!h3Nb5E
z?LYb17=?!WW?9}?5r-amFvzC`5N`&Pg!E=`Q8$pp{6|-TcroBg7)l)Mkrwq_m0SFp
zhE(CHNGE~BwFz52czraybhlV+*!tMv*wRq^a<AYszf+AanA{1Ix+lgSQ)l|vWeASQ
zLjUk<KC)E=A!XMBT52?O{^%h55P|3_{F#^0mv}^E(s%y05|qk{#EV$C0mQY4jJPb)
zC-`THWjKYZ4;a)a^-S~>WtT(D(`5J2U!y*n$(F&6lv&+nd$p;&Cc~m4_PYB}u00<U
zsF?UyECLqr%iW1NR67sFHbbX{qEqk@(t7tX4jx@UG76to$@jw!5s<>6LZY&H-f+q#
zxC(9u|7+m#%giZ-#B>NI6ZVc~1IeMdrp~t2=CLFEENdW^b+|snFe$DJJ7GSXIkFQh
zd&ML=ZefcrSVvfCe^`gG@X}*)zqtE+Z=y)8(79RK&imG_hti*kW7=as@2N;${Yw{}
zxn^!XqVOZC^DZVk-XAw8U%o4M)QViweroH?ZRGg$@e9Y^dME)rHN@rwBS~!M`{@wY
zH`>y9TrK|Zjm@R}V5xB=6^=F<=xw*T%${@w2rIzf?Ku41@&T;!oQ#KAt358*NBFaR
z7dd~0#gQR1f36|!8L=AH<_3^g1RvpF3$EPYcm?3Jg4%<u0tEv&zX*YY9U_EV5|F{3
zNYOb;Ek`FA363_*_knnzN-s6dy<{C#R$Im&$&qx34~`rfVGIh6nEBH?i->ClOqhn!
z^S+#vX#02S1fe7>_4BgNv~<~X6B_yH-KJ?VRMKJvmE2bQNuDrV;}YYRGD%!WmZg!u
z!7ldsRcM+aL@ZQ=%UDI!L^<|Rd?AbC|Izi8QCV(VxPWw*5=wW6Al)q>NP~2Uh=fSP
zM@TD;bW2G|34(NYev~vwcX!<N>Dg!Rv+unQe>iXq-uGQ=uDNDB&ohUUUa3d@am&r8
zEf=3Dj6s+Xd?~%n;Kc%P0%Tbt)QW3>KZE<|!>7`&L8kZT*}wd>0%-=~Inp-;r7?ef
z1wvN#`wLwDx2Yl+BK@VJEA@SD5s3S6ZCff`2OrnXe$AKb_%*^hj}vh#ZaG%qv|c7f
z{FUfLr!RaI9LaQL?f$z70rH&=w2V9igZ1^{&B=U%A8&^f_sR%DkvxN7mts}M1{4+d
zD`F;l-e5{I>MMIjA?IEHTD(A{5CRshB1RiUplE}a8nie87Jfcx`9m;S;H_US9=Hq>
zkye5j#atgPoB5x#+IzuRjIt(v>%P0bCsM{lmy;IN6w#iN*CD}TQJc``cOm}irrBaT
z3}8d1R3;hm;7|nu(8yJJyY(|#%op=8aWt4Y`xNEqixWq31yWtimg@9YzB%M!tdw<U
z#adE*OI1xjG!Lk|ho}@CY8;R*&OmS6hL~*{EaEDnM6HIShJ&nyxV6|KPOU||>^~u8
zhE^G*h+vY8`;OWkM~kR9w0ZzE31HhoJxOpOU~(3@d!I>=3o~79-=NMFPaAKB3zPdR
zi@t%qH>&?9Z3CcnWT=ZrQ8@ACpt1Oc%ihm>bYZ2Up^_ilDwG!T51v_a;WoVh9a)#%
zkxG`9mwWS;3*iTLNw>NnbMdZX8DtIv(I|An2W(LFTNbc~_sQl50rX+-Uxlj#NjS8j
zA)H6|$-?3%hZTCm8+fE)$HHv**a{w15kWgT;m6S^6Rpe)pk6DXw^aJ;SdD%e2KN8a
zGn$HuYNQUP2UjZ0$*mJG$s%kXY5m;%#J^Gi)KnzD;jW`>1<j-dPe+%5D~@^`2OE_h
z+!k7><2d)eOI%Z-W0n~QpR0qM^(<(TtBW4*I4D?5o{{R7GFy6vg77}Qyf~MHUI-e3
zVi#-vcgnhq`fLn>*GlVRRK3|kF;A2)dB;N4N%G7x3-m6Yll!DZb*}O}QrQ%i`^X@j
z=0l^i$S@RwM%=8Pe`=4_<tidDPM*SAM?NKAAo7h&4|gXRIJ?AmK<WKyEy^0k5ysue
zCY5ZDb_-;t&{wLMO$^lM8KH0QgDI6bQ%Ks1Al{Z~^sSyVbX`QE4V0nHI7dCHdkdxS
zdbOMoP%fcELCgDIjp^#!%r+|xs<^?g6NWm(0F1Fu9C}4<cOX)|FiJiQz4n3C24u5;
zm*w3+6=Dq!?;nLkpAE#Jim7@J7cOIpALBnK;<aEQ?i)~lWP=OXXpOWauGq6z!u*``
z#O^2e%WWO2%QgZucwLT$^Ut3k32v7gc~l__*8Y1j&%M@znk5;<@YaLYaIVAU_wqlS
z_%%of%K1a6W^mj@7jLBtR1j~dwrI*Bl6O=}O5w*0Qg@VTxMx8N+;#Onr5051i||~{
zDkk`nLrG>1Da2T+2@+kbN^01Gf)bfXvCmZ7n(1WQbQv~K+C#tjBU@^WO`XO)3Shv#
zCzjLFn)v}uQvFis8|nZy!83xqP&6$<#5UT`M@@32Eh-tUh=J5PDzu9l$XgPdAsQ*K
zFutKqA*tas%0)&J>;zCM%fI*{@{NX?&%{Ayn|wPhc-C)IW=radx|fBJ6On>i+yar}
zQJKAGwZA<HOa<w|M;SviVlw<EN5C#y?=vdTZ)p|)fyW2jq)#u`=e^C$73lXz9g-_T
zqv7xgf6eB7eg3>UlhRS?ZloRk2DT*>Jk%=9uwB})R{tx)|943;8xh_yhWbhu2y}OB
zOHss^_kKM3?;T<V58{JzO4CTuHU$&hZ&(lcBnk7CDAE)G;Yw8o*K?%Z7+DbcJu<1h
z|2Y*mMh^}$N+NO8Gy#Nr-O%U6Z%Kld$n+*M0dHId=!O9COOsb(ucVhR+V*Xz$MT-u
zNib6xDy`f~A5$##X54W;c@*va0qug8ssI-a^&um@9K#n4UsYp!lLX54B2v!odmrTa
zNUrELNWG@0kz(#4+qAH4+-1K>n7UQBVPT1{jX|NboT(N*S5}f-&c7z3G)BNpbW&eH
z5QMq1%ui2Cf{aBtgPZ~;{Cs28a6)vbPGB2@R1)MPlx=nYH4dIz@GL>1fQhTgnX$+4
zCABBc^Yq{wX+(;zxNj>dgK+{pPBu^a9uG2d6ac~`h>dCJHEy4L%H6A+Fl;>#m;H#C
zHUy0veN>>*n>xV#6rsy9{88GuAtC`A$K!!WA8;-hp4$f^{=Op`V0Q#)V*THzMI0SZ
zoP*s#Gt;`zBZ55GPu1D&?Hu3lpq&VIVoWYM->-q*eI&+n%#rW5H}2+6jy#a1VZ?b9
zK7Yitr@Vd_ppFG=Bb0LP^MlE6!6WZaq}m>cO76-ZFtpxe_)_{&-cmYdcr4s<dOm!A
z8@Wl4RU<(zK_x-k%-GD*d_!fAxoEbpOudV<i_>h;^)N*Ian!XsA{;dmqbb}Xe3T*n
z96A9x<S7-{o=78VPSp-%$;cXXOhS{lk{CVd`+lbQajF-OxylFHvsvj^W$4QF$~dkG
zO+u(23~nAoOQ)fBO0kmD<AvvuisDeK<nQ~p-y?{Gr%;tFrKK0YC&G!SfLDT2N^OYq
zJkA)qghB0X%T{woOLt4(=ddBQk*!Rm;c&^FkS36Qqt3*<#?gNN%>##A*az3Y*1t;K
zK!$|d{ME!)vaeWUd!P{x+AnpU?dY`o{?Ve2=bXpihzoGgge&!TSfvo&!?8PnwxstF
z)-LK;dq)H<9Ju@IFy)(2z<O_36aIe>4KDn$xD+SqWhJL@f5bf$(>FAy=NJ62x-ynD
z3^2<BBisfxOC*c~m`z{=@nX+$2nwOQM5g~7<jkP$INw|uz$*dp38fRs8)YS^nvGFR
zhrF7cWQzg$gkT(J(Q8PGdI_frmFh{$jRbNtU3axuFt|`q_GpeNgbB+<CFQB^7=$U8
z2{kgh5SXdq-$n*M^&=pp@@+wDvCsF<_~zS#DzSm6iT6Ha_-z%Mmojg2tyQ|l^weu*
z%mxAiXEyq%=LA8tglQv7%`YVvO`_3NHumgyDSglwr5)3{exPY3z+tV!;S$5E(=PfO
z+;`)bsUvS=(Sv`D!~8%}3-f!Be@gI>f3(yz*oW*DX>EM>#i454T5e|?SQ@2`5SMYk
z;c~MORNB6LCGqqG(vy)bgkD1%cH&@5Gz<K%Gx?WNYn_{Ump%t%2NvXRKpiS7LTP<^
zk(sbTLwcmv#V(3!d?TPU03JlN9LC9M47<IcrgmJ3{Z~|6w-&Ou50qX{|5d9{V(>9{
z2U=8NAHq8dw@bacT<JaP`G5JrDsoTImD3;isM7A={y`LSg+h=!{e~wv_ml0pKr!Co
zj`BTJ!jpu$_|Ys@93h8c9cXCbDh+wITr!#6_@7Hn#&;c|_4+lSqSA16P!L9&&7_Zd
zM@DxMqoD=hJ_d(mT<MFrKRop%=GUi_;%!;YhG<lbHW{kE{LCBh0qBnRsTlnbO`sWL
zp9lyuUrSzRoGMfn7YPhc>oOodf^CEBqJ-`TMq#{Q25ItTdIa*EE&_Cwb0K@5he!k_
z2hvN*3F_ka1mO^6n+O&714aql_)QGj#Xa`jOUokNO^ZbEDjDj?VYLjNFWiqA^d2pG
zMEar57lP&(kToXbh<+sCuz=nSpJ6oHADhbqK^65+n<;z8u${#NxpvB3d1*;P2QS?R
zE1sbVzg?-VIjv^q1g8P%W$jTBBn5WSBY*yn>+)&Te?3+Z&?qV#XZ|-D7@yMj6Q$4G
z6p%=fm64G+rP_F5dfX107HdEY;u5n81GWRm%ITg;R9zTvJ-_;6OWpxQ!bGm}!%%9J
zW`A6<SCmS@r)o7~iJR)1Vu}0e{<mm1L9<k5w6uiulZ=Q-A%q$G>eLutP?0qX#J4BH
zP&AN`na%E*4EaAGd^to)6@Ps1gQ^mzZ2=nnz*shONW^D+-N(+f^xH%+8m=QtRF72d
ze_UHX^zTyF6Has@2!=z)#vbx{wl2Ki=3n|0uLvw)Q6cI$!B75SMrx|ONOx)mhR>%%
z!64|h`G6ILO_-?$1OvK~`AV{8Tcd#tDh%l+a*wn%|JCKUnO@dk_u;$t+7Q!*hf#}T
z2f2Xnrxb^FviKr;M*a?zGJmgM)IS=7kv@9_;*xa$x8MRYb%=h&THir|WoQ5e9n7Zy
zn!`6Zp5EhbIf`tY(EA<REc(@@>b-seYS$*)0{*cQ_tCcU2)(JN^KiXO6<t~22?X6T
zQWkEd*TKcgNi~Ftuj(!y4D64Lj*{FbSohtr4>hgol(=*~m0wOU7U80Aa7Zg+W^M{D
zCnLT8KtBC)t0Qmz)1|C0(&MbB0qK*K3DT_O*b4r?By`cE@<O}(x(KYEynWBFoX3u1
z{)ruDNF0ZNQ*zS;;l(j3Jh$pS{w^~~7RE91B;pvg9jcB}?Gi(vxa*R0I<!vghht^H
zMNJhhVaP^m2`8bi*frOkAj)>e+Y6A6g^&D*X#5x&@TeYW{>texg_i_pUz{{4FR|)(
z7{l?~Bj5kKa{+qQ*=PvsEV3QUp{n<O263ebI|rAE7vO@{MQ|z%ybo1QKO_lu<ubPg
znuE>&+H9aJ#&kPXW%E%wLsc8syX!Jof#f)dQ(S4tdp#z|DH>Vz3u9Z7Ni;Jqg!Jh{
z)EGJuN=bxF1e4m7DRKWAiAbtt5MW@SKSmA7P01MJq?*ksL|gR#O5dq0ZF876g9m);
zqmTr9V}41ca6Gq>rS1%2szd*FzlWN-!V3sI@VFa%?X+QOp%YT?<ntM(kc35KcS2UN
zv9UYgJi7)%N~JYE*FC9A(oPax;fHjpr1%v0C%0J?t-Q7*!B@pk5VRqcWe?l~aF)&Y
z<|d7x0I_za+()4F@wamXK!raggY4C&<RAcCAy+K_r=5v^z!$d_>;kG=@?D~s+u7S!
zOLY;j#hS$Bf#|{Ie%Xk@;kw2O-WS9)4kE$?+Bchq*Ah7Q!GtZ@Fw$bZN*K4C6B$u*
zav^(vEql~^NEVgF&tL6XI5X}kI=$jk@nbv_$)=>INP@`7lBnnmsMdjKFI9OZ3Qh1y
zI8tv36J=6w9a%YE$B3;ow9Unez15J92vN8no=51$FQLS*9^0!PunHfa9Z#HXnd(1E
zAd7QkUnx%^=)A4NqYv7v0HxN>s#{(iRrRVCzynXSB1B1nToA(jOpFy?V{_1c@2&3x
z*vqD_Pv_|Vo~zX@VfyJa<NwT68YYA7D2b6t^NII+2pX^#3$YvCEX;DwRC(ElGrdLU
zfiOwLI=zRBc3OygGgl{I^<O*$%-95d0n>^;_iK4i!+jQQ_i34qLndXATT+_9f-{P+
z4Rw*-I(+XD7LkKC0^;qx`m?##7w7~G&)RgHI8E25@sL%!m^|CEk9|TieX5Mb+wL(-
zA>^R=qZ2++l|@3=4Q#;Uq9T39+gt=&u&_JA%I<UrqpBN*I}XCMQdfRGC4L8zcm{p)
zr9<;q<O2rzN8-o?xM=$4XzmHB_XPV_2U4$oMTk{_lHGsW{POa_{(G<K14h#}-zz+U
z#In#}Ls~n+YHu&Mh89~Ho~4-sL6PYcixhkxjJ>%mlm;Y_(_^`O*ev+fDNZjACF&|3
ze0Qe%yDEZgM6Ef$v@aXiP*8mzjS<a1AYgH%Cta-3foe_RzdRcsM701o!D-kS0t*Uc
zF^8%99Rc|=utjo%Es}csaekUB^Fcg^k*H>be{uxzAx??&MDdF=(2NZW4=3j~?;6cl
z*Dlh5w+q<k^Up_%2}m#1)51zvhv%YeFJ(fwM-Z0b)Y7|XivLozOCob{S%sfhNr8z2
z>y80tScc2+T_n?)vt?vOsa>rKAr&#~I1J=OL_z866jG}ym}ID_d|*C+DC81`dVqDF
zfUNDi<*voR($|`~N{ImGWZ@2$D_RxuDYpdlfO@ryCabNWMzt<9VN8JU<dI@AgPXu@
zfsXIGv;x13rDfoBP22?zAVSTF+b%49QZWK0xIaK6P*(~L{s;DI;W@szb_dX@BY?U(
zD?F;O0~3;L1>34O@nEesRDjOG5H|v(LL3od7EDFhTxD9{Hz1ykZvDjg96?RRBK4bR
zXmBv2TDCmEX2C#Kjv1(PBtY64=yC(PZoTCo`SQ-EC#r!pXjH-JElD*OOir0hk8Pc4
zwY$w?<UW%4pHKyj0TKXiK4?jtd)-`C+Rei-za_dAs~8-0kqjznLqn=;MH&{RRMm^3
zo3piNfUKD@jr%5n`DfXmJ1)x)j-Ac(qFE8am7ZTTxSG}&79_lZ9<}{$3^k1Zx#a%u
z{HBS9-e)cpOvh6E2~+1GgILVa(!mM>*`Q5{lwk)-=n)eBw<h+2(m4QcSp)jboVq1-
zhfe{@MbqnPr`&bshs=9NtNkyk?M=RvfzFQx_+~&==py`}+6+i+KLGR(_5DMhSGb=S
z0hxvfldKwaf5H6&Q#!x9y@`wl3U&52#ADd^j!cL}v+v7DXA(cfsS#Nu;EEVF=Uhr7
zp2f*}08ku+FQ^7~0Yod9;e8(LP-Sf9s-%mWv>-AL+}>RM;t_J%^mj}O&h$9y=K~MD
znF0uh;}OOEG(bOTtFi1$c;0zY@B|G9heNAKCsoi1cZCm(hPak(qM};MgKEjg1^}PC
zYY{gru`sgI>k0)_+$W!n)K?BypFv=e0?re3oDi5>H@Np##S4JksZIY8Ysue7Sg#D+
zma-%=w7ol-Fe=fnFUaZ)O-_K7fhhr3gAEQEx$*Agjr7-E5E2*bR=fnV%edyjQ&QW8
zU~mIa3DQic1rGH~n^p!yTAYIR<;F-3-V)$jRsgO{3zca`E11jmX7<N@*+bCt`Z{^p
z<p6%`8F%kG4X69@`m<D_Uo5yv^%45}!lAHoc>Jbv(>+RfIp8nCmA<h8Gms3ia0FKj
z6h18ZZ&%usMdf3Uf9y!*h*WMjxxZ*Rm<pY+>L~7`1{L*4T3C$e1yp53siF?>shon7
zVKUXS2M>i^?KLzsfLMJb;WzynhpwHFDEO#lf=nALc?3Py2bhWRfcun}=3Zdl9j#fY
z1p)I2@Vw3e@EafpY@6RBfyR~WBxNA3bbO_pw5TCCsIcqe5_O>$r{UDN&$QZ(q7l#4
zH6j#Fd7eh9pDfD98GOi;E|cQOF_V@3oHW9cN*+K|C+IK~QvYKgI6pQ4aoiB|x9j)h
zhERB*01b6=lKhrM9cI~W^1!l<DS<|YihTB-lt1O64K*6W65{XP*74mSfFqA&E6@Op
zDW|bG7-tFUpEDpD);9)yanM+2kA6K47y#h@?YcnwbqdA|0Vs0~Xpo^Yvl=xBn^SvH
z(=c|_wK`<a7lEGw?20O}gtJ}U0rC?7t)z;M0<c|tKYY`!Qa~BQCgDbG!8XK~%Kr*T
zlHfvxwKJ<!{1-rQgw=|0>DvgMWB-p?$}KGCt8+qJ`_cB`UNzF|jx>TZe&KR;xIMxM
zYZ+t7{Remj=iRtK*A1X$?*FQi=S#v#DVy*!JMy}0kD`gWY|rGEY=yocfwfH{sbHJT
z1Ia(kUU^mzwmomf@FmGCOzd$2bTq86C@<@OaO+MQfrsYU_IB)S8*p)$juYfD%-_mD
zI19$Ke~lrH99oWb=d7r6-Aw|316R&pnF-Y>*EbjOde8MJw0~A2OYo`z);2@JFR~k*
zW@2G}#G>~Whl_Ti<Y=A-Ty>VX{D0o5;S_Q8fFHC3pbi`rp|%L>dCINR%AAnkWv9C9
zYFbcT2CtMQHaV3e{Yp)6XFtho6eUX!^0NexPnJj5$S2dm+f<7E4#qzGPfzyRuL%VC
zQT*8D9NgUay2X(dyQ3S>A6G-wnWC^Owz|9c)g>)D-(w!g?ZMFLUPZ>nyLTAxV&5Ww
z?p>R9D!|q2*148>&p#Cw3Io1@=l#=6Q}Q?QuboJ_AUMvL?iJi4u4V-qC&{s8?34M=
z24wQ#3;>&;WbqFG<bSa93w(&2hGT#lvj3r$xT@sEciR`=Z6431caVOA71{@StQ3Gd
z*3rPQy1ZV^-05VHgy#LQxfs?*0AT~6)JYgIS4+emO<K~QLy{w{fK#PdDHxW}Fga#}
z?jI~JqZmjJ-K~Mk6BHoIL2%>(*<;`z^tKx<3<?>l*Z}Ug2s+(=#18UJM5x=dwR~?U
zMXl*oj{W)*1dae~diAul?1?t`V*RM$YS<;om?UcCI&w%n1AA52HsK-EyPwJ8->aKF
z257t=jifbCaKZ7*v1RcnH7FPZmNu;yVZR3!*%<ntySYiVz!j1Se8s=QWS<D!YJg_~
zD6**T3V>&cgaGA;`C7a5s9PS}LKyl@R`u(L;o}<WEd6KDH5wH?^1z2+`+7X$j+i8j
zN0z%&i=<B4+uEvY2y2*Okd7Q%sX~pk*5<Z3e(%lfgl7f~F|vUhP-1Ajv9|;E8u<_g
z@bkQXET)IXx3rWqp#j7Q9{)N}4N{b%qFw+6Bfmfbx*K0P&l>=CB1Oc7oz8t)C+~NS
zaXlG0-IlQ2L6@{|!uYTygC(VA{!ImAg$J|99K38s4Krg-T`Rs)AiHv!o{HH}oXvvP
zxD@BASf0R_k$_!#2?{d*&+??tARwAm0CK=n%-yZ2`(&o_4wZnbdspk+FF#NE-3k24
zL99n?h2Wv8pEr(v%CX}p{dJD;5ahzi+ld}xDhY#2)NS!CJuGO*v4uj9bJ)GpXNACn
zbN_#FgAWJ6IoMX*nF-MM4V{6xh*?v=AWQ+*^~k7QUfZn?U{_eUN#miQ$0Gw>>y6MS
zPX>ASZ?8gwxIcwIXDS(YxYuwMeny6teII(Zznhal_E4L{NZ5P#nvR9<+HRuR%+jun
z^i|_zVW*3oevSF<j2lLL@m%@daTp3RbA@d|VFws$jbocK*JyE4E_1ZXu2XJ08z;i>
zbxVl%rc0eWm*aG*8?v;$%BEL!IS9%7`mhGQ2#d)3Y-F+6n!vaJ#W&B{Dk-A9OYt}j
z;6cx5{>s;qL?eQA{&5OC)0@D+aRBWMP7tlTnHx^(d)G23*7-=lG&?42S`aMhJM*P6
zd~g+4zq<6ii|VBT?HAZ7kU;Q5#_3>DI=A&(3~_@Z@xudBRhcE<?R9^UW_oW7)98Dy
z=xusM`@ocT!>f#|k{2B90(R{v$?lEM7w>OrH0XWj)uMA;>x%ZZ*^C=VW@`H?si-ra
z*V8!b)RKE-TbZ!I>kif+;`&e~CeYNqV(l<_U{Ia4-s8>1zH^unbEHf_4}QvRNXz{s
zPZ8IH%on>=DtdVYZZmTVJ1?qmp$tyx5Y~{d0CZYF!NAtxU5s3;D2hDRT_aKzr0vpw
z{nesa&5e8N`wKw0R&N+_(mP47-3t^FBl5P=N`AVe_C<BAw*PY!MT&t~fx*p)8#f|L
z3DQS8gMqaz2(SAuB%=7(>3h7^bYNwp|G!}q3*zbS>@=VxMD-Cg;M~zaOL7EG1IxMc
z?K=e!6nq}ylY-_2JXAK)b6Z9}d^>V%RTHn<LFo%X=1a+#N-+4(y$k1GHGV#ONe$<P
z$tb*RmpY}Xv+quu@sqMlM?ZXgCOmi}L$M}5H5Yx7D&S(bcb#vwi21ZI>+2vs{`1YO
zVIlpeG*Ihf<4cV~4k3Z=w%+sR{G8c2#`V)a``ozwx)PT(mp&)V6ujlL_^Pgzn&KAg
z@EX=Vp|S4nm4d|ct?3RPj-%=xBf)R_Is=C`UO$t!@pi03#6*rO?aP$yzdlghV`xj&
zoji!$wq>sLUo9B1zTqWm+p$*hRRQag@fQ)ID_u-1jS_^>|Hga)69irlhK-x6_fVXl
z$bYw{5W{c>*-mK2=Cj2H?hcvb9xTGN0tTq?4+A_G^-Ebk7p(vUlQ~EDXH9a-M%QDp
zWKXA;T1M3X+-V_r0%gY~xTE68!44~VUrUtlB}2{l0;|Oohto@J0(_;CVZR-<V&~VF
zyW6B%d`1aE-ie;CCE|waoMgA_*Om+Tf`tQ=jAlX-(|h0~+THlmvBDXry}AQ}2Ed<V
zHqrWQr-S3PC?v}gk<~91n<?AP%QE1Teg67npb#nrI-j7{w(_searS+LKNvU}kW}D9
zjN;kB^lWLPpI@G54e?=w7?-ZGMe^l=a>*sETrzT;6U$&jNx=Zi2@@?a@h5BTC>rXe
zW#k4ExM(8n_|k+>&$Bl^HeOGoTu4S+gwsJ9%CTNR9vdH*RIIWmh*?gx4g0x!{anrw
z-XQ!+&wn-jxTFA~^phbwtIOQBf~KA%&4-EC7yTIr&^2~_e!JCd6OrjB?p)f{pUX2A
zf_ucaf9$yiBp7BrUCBTDqPO$vk~}T(z}72gwZebJHPfrm)~`e5%BH#HqQaZ(1hV#0
zGi{)#OT`L}<8+MKY0j{<YwvE3**nltL0#udyDStR|K*DhcNL>#-ZE)fo6E}%0tDVC
zXB<x_(F7DPg*nFU#?03J^Ben<MJ#4A?DR(6*=rAv{a6!wy=uF;%2i09@fBXZ9d7NF
z#tQMZN?GHxC@Kk}F3l}9PzKEHLx})S=XlMpXKVT~D95Ol;KFPEbItruDO9`(zZwWW
z17AN^VX1Q70CY^8%fsg<3SIVOJ`$yizUwf)dtq$*4A3TKVTIA`4UEYkXHvnpf6@|S
zT6+M+N)Yw*B>~9-=?@{-FH90mM9M}pX=xl&+hKIH+GA-f&xCsUNxUIjIAb<H1^nK>
zr?@jtW7bk$TzNA!6kWD1)OuI9M4abzwGisOk}gk<I1qiXB3eu4Z0#Nf3$`k!j@#1{
zXBZQG==i4<ZSr<qM)lFk^5P*!df09bar;C+c1l0`@L<)PkcJt|=KAy(ynMy2JjQ&;
zt(BUhpT<Mr%`|*A6>1Vm$7)w;M?_v*$R20E)fDP{{}UULR&~DvN=)J-XuKnnj%0b`
z)Z2kYq0P%ByEivwFWEN|*%BWr{rJq?wW+MO^cZ-#f<ImkpuPV7i)xPmL?-~u+HJl8
z!Zo4{lBTsT`QzlpHUD()xgR#ufU$|?+=eu|3QloyGOXs1)BxxGDlY^I;xpJi@)qH|
z@*xRH2nT0b88$bK@(i=Ed<^P&#>U6#i9#iv=y0@wn_bq*IkgnG>qM@~@=1Nw$wD#m
z?|iPWIV{mQE;p`^PAv#4>1O6`Z?=9e8^3G*N&4(ZhJ$eK#Co%HzE+{?jKNrLq@+UZ
zR>MW^q2u=Iuac7M&k6nM$N_|}>Yw73zan?o5>@7coIUx*!5mYpCwat6?mc-@u{kh6
zQ7B6FVgUcvbkM+={;>oe)Uy8D`wETq%9ARx%w?Q|c*};EX{{IbyDITas&w&Be+q!h
z*7HvUOb+9VLO?Efwp-)=uGtLfpEL&ANMzJ&z*h4H{ZpXZH)Ig^X#`5TL_|h*1LpTW
z5^x`Nb<w9B1*t-5>>uM(ycaR*BPRVH<740i00vCH&=PhScKv*sJp&#rSuJnQ+gw@?
zqLibofN%-@56B*_Z^V(3?_;t+t-VuBQ)j=p4++JUE|HDbMhhuSiwKMUh;xL*?E?;%
z(juuQ^Wg6Ofkfrhz;U}#>J;sT&f~bdxwjdTwVO*E&tBu29BF3`%GxM8o2*iO-yOz;
zx;VK*J8e*`(IA%<ITM;AW4kl>_)CM&Y?5BQ9*p#4i<^|$`k5@M80Y{wqf2inVD_wQ
zyndW0`UIwyFta!P*5j8VIGkL60XkFxg#MZoAY`ICqyJ~I7Elle(#0Z(>N))>F8ebs
zsJT8E<vmNdXtbUPJ?pxFV8M(l;kR*#in)$l-Y^aQxk&ka6DwXWzCdp%dnD-CwP(kY
zmhljw!SZscq~ziFts+<DmB~-H@6mL(eWlEc3J2btkgFM20mX55u|lci6rY;L8uhZF
zY*IE8i>pVag(K{_gP~xVR3PF7W6rsIQ=jN{Z4N@4Ym)la8HzL}Vk70NTD46t1sz6g
z^M5Ew+s@{r<?d~kgqfG-(rrC7dsbVIS>zEWbbiC)5L~~ILNP61Dg-5ZG<>doMk4S_
z1<Os@P&?<xPI)crqo&+81Yk@5CC>Q=&^2g8i+OwfJBhJFodMwmNU#BJ)~=VP2gjk=
zH6mqx0%kfPe@y2nnW2~>9k4cGmq#dpPJ=0uTKKOQK#cLl^?Be@z8md=NABP+Di-uM
zGP37Vf%!Fjkhmh{Ttn?Qn+{KGUCz|1I3*M>U(*aSlf{f2C#u1&frzJ-dRCXa99KL7
zt>yy}4<-Xj^S8M6Do~ck$w>GhXAdB(ofMb@r{kE)Y((Ctd7FUm`FMGwgik&;BvP!M
z9};)WD{G`tRX~&a528NPYX{a8YM51+{FP(>Uof9LJn_TRC>puXTbM~WkXIh3yS#H`
zM5w$lu#d%`IN^FPYRlUaw8&wp{x3xP9AE?7IIIRgM(=iM(xRLZtVWMT>YQG0%`~TL
z_pr#NVW2zMUA8deh;F$1i_(>Xv=U=-L>zgoj3OIw#Fg@&=Nx|OjN&iR15=}MaL!m5
z0?dCTnX%VsYj1w2zbnG3sWfcO<*@ZWR1J$ePEx^EGOXf4Loeahr?LVwO0$RJxAbu?
z7`hmhjko|Qh9iD->U}OpW!Ke>7f5*<Lfqc}oiArl+XG@TkO4>S2kK6hF7u+lAaCK-
z05q*R5L{yjk+~`-T}yHlFc#LI&jZ7)5TQYP%)khanjiWG9e1H-V?kZ+4t-CKyvRqh
zAiXYI+K`otymv3rE8A`9=%(7dZIzAeZ9Od3knOJn(hGhr)x2*hjL;I~3D|g?CmY+N
zP7(LIvgNp)-7axrl|~A^%HWrRLB93ru`Yvyb!DLP{0&|IyD8)iDf>D1Vg?uQ<{*{H
zDh##}6Lkm1w2|Y0*v(xoG7zrhVYJCjK#wn8wPxS6e%?^LvgvyKkNblIRs0BxLR9$q
zk#5i$2$LHR!mFF|eF22-1uVS+G~9NAFd222@WLP4<@a7hPy!;Q22sJ3vFy&f;|!?h
zr6BNuyg3;ZdGW-vQfC0OIox!x;GA_GQd#U^eJPn9HkGywnaOJ8+bZrWABk@e`htq2
zks$i+wMM@1iEq9Zi_-k;hB9}LA1l<Ok%^|8M9x+OzBPAmcT{#`rTgc1pQOmyHI!tb
z2bEam#3>aQOIHrXsT(Y_?;;rVc_8=(Q%RW{iZ6Cz1H<ETIk0#i;Kcr2iNVBg+V@mY
z5E62Fzb$0H;B#PD?Nb2zzIT7V&vIX)v;Q|!5LW60c*1<4T7XIbBoR4#lXpa-iXf<+
z-+?rG=`z_>_n*?D?3xS!-UXe?aQWEWn=#1thst@)Z!6Z0)|V}5d#haGz2ov{FB?<e
zTpDiIXqyBO<_@O79J@1W)tzSH{oK9rZ1;^fIxRhS_R^U&HV-|{8U?zFuXx^E+A4od
z_jD*Zju>`#XwuYAYUmWx2S;y~cL5~_*k}eG<cJWwR|JD?reuKU(Y~w3-zF=L@DdM@
z6q`XELuO<^y5D6#gUP@iUK0)2?CKwz9V`kW-%=0&!91)I%@qJNqV7@C&;UuwX+VVL
zTVb~v-~NT@Iea`jJ9p=l=+E_hC%}S5>m;>m7CAh*;nhx+l%*X#%9@BU*OzE|D3RJa
zON3d)&!o-GbG~R1^$Ut{X5pBY<3x4fn|@+9pEknG_h<WYY!x)BDy;r|o@aR+NcTaU
zzg8}P7rOs-Y)7H}>+4jbT%P`k*D?;{Djml)NNZv&;8XM1Alpi!fW`B%9R?4f5Mn3C
z{zoU+ClPUJX^H+>3L_6ix$%zK$iUWw)3G>+`F(O{{Bu<lTE~Qy(-Q|p$78u+Wu)0g
zeOtlbIyIX!B)NMn0T@j01S-aP#GB5P=IhxE6nl(;R72iFNaND7h&C-RxG+1AW9+I6
z+P&On!tK&3eo83@A~(*c6>0s)XxqOQRTPY&L-QWxaqvg1N}!Gjm3lqFtEm(PR@)p{
zl3qnpyU;0?uvUJfnfLBwO_1cx+YA%u;RGHCv&QXZRPLbBi*cfXEdVWRuqPHq{yUtb
z^acEA3JNi&O^sI#1F1rC&KrjlyR*42ZAkK<iGcht=}!bl=#F2m2a}ulovsohJhtqI
z;ggl-!DMRXx<FmcDe8rHxqGYIE*8Q@_NRho;Wc4v?>C@v^^X~|ji-6LsSIsNnQjmL
z1sxFUhCZiO(aPb{(=sZh3-A_bq+M2Pz)aOd=}!BNC^uu#%vsR=sGv=~H|f7jUrKx5
zCMM{ey>R9-EaD`nsgwnN_jY75$swa*2;ZQJdAiB@N%-CTRlS91GUYevI*~1B2RxwM
z^T104s7X!q_s0AWbHVo$wNFFT&k9S1*9~3r*V8|2l9@#8e05=_>kL9v;BGl`(gKSn
zg#R{OAf7AexE)-=^`hzx*B<^$Wvfu1lEj8dUT|rcE6X>;HF^ZEx|dd3qfIxxvF+Tz
zKu2ervGsc}=3)Z^CchZjCX7IKwZP+_iK6PiozPeo>|Q}DW6`6tE<V-_Og;Q^xx^7#
zV0&cQjJG#XLv#9)*}*zCP}xXwW-g86X#|O0UGLquFAYMydZJdf&a4}T6z*yg!1y3m
z7aNvIqGC2WX%GHkv!J0&3GW!ns#7ZdN|d&7>YG~y)2uE03)olY{^u)^(nE@-X#e|_
zaO_VKVACZ)S0=&nrabAJT+@Wod}@AJ^btqg)*6-CPV<0WI!??6Y47orB?a7<&?fMm
z0|%=bFNl+S1KnNU=!|u~;nm}wxVlhNTS%U4IsP3w=@*PWg~r=&eLt(1{*+Bu=XjP%
z{zm6I@i{LyU1}1YRM_*in1Mcx<#7T|+e`dN$;xaENV7olGw6^5O@T!eTm07+AL4*@
z#f%MgBR#Ln#N0uZhfhvatk;J!K|Aakurk%|R9zAO$2k$`RJ|d=H<Xc;{T%<Mf2uMU
zoOK5}V9zfAsR?8xq7@YWMT4II{q`o%b~_-WXBH$yL+@++q-#b>wP2mQcUppFV`3Sc
zXx%uRTK{2ItopTozY`MDPn^EEuKBrMBwfkFM!uua)Ef25kyfbsT%Q>R1_t`Toa5#F
ztEJqDFKTWDzZ6u9s~$tpzQ=nqXI;L3Pg8&`vK&6%A8UgiG$lQ6#w(|Yn@jyY4U`aI
zlxQYrRfz3oOoh=M=SyR{MCmd7=)K~6U`l2<*d<K$4924*9D{>;fWRSQ*mxriUHh(_
zJjL(;56@R;53rtdPkrt0{<#wL1UeNjl|Qd;jUXAAgUK*FIjw9>ESVdRUE#r52KTMy
zVOHc=4jkyZ{JD=7?3I*0Z+!fa^u$IFUB9=8+Xi=^7fMuHP}$c+Oc;GuoNxIlO1E3-
zSBVYT_&F2FV0?nj<8RX1W3IN$96{W1eH`CzcdCzQ)81OfS8*iEBuOc{c7M5>Rhi3j
z8u)Dxl|q%66)>{d)m1&UjSdhtJb3UpTu|)$w1?O0$idZ%_mYQ@x`iJzvH4xam7<fQ
znZbSedfe`{M`mj2DZ&}qiODQ_Vl+4cUC{?WSJkm+HHpf-8Y;K)=mT184m>4Z)v&+N
zurdNP{OF@b;KObwaz!0vfyCtVj*FwUv#4K-CVzJe;m{H!jX}?M$kU)G$!>V5J@>e(
z3=}{8CO`xNYa-<e-_uq2@K>Rk2{AmKpGs*yTOmg6xZveVgAzC+MlB~KcHJh2#;e?f
zwv+Ex#~-_7?|rOyc(qefFXm3CQvOq6)H8uqcT2@F-dg>Wq`8rFzKi>_pZ42<Y-5(!
z^&e}Aux)jzzDqvRYx(F^b{Htt3zWy&$R2(fj@(d`udb#0@vYA}$(8o!Q|}>{)2hcV
zHkrX?+BhYN$2Kwe-N=s_&ky)yDPn}*et1d!9p8ia=!S*+B$tl0^N2UeYx1)N5F5HG
z>L0@TPN#vhmWJzXp-@Qu;Rzc0fc`hHwdabb`sMkp9&6tRA6{C7<q@LVcYpezZ^u_{
zx`b_YN$Y%<mbr1XcdFc8k+q>Hb3ViSx0}hv^{w|fqkj!bDZ>J%(=#=>j+JHjFw~DL
z$shBIm&B3PvZnsqy!w7toO45YnP1OTzoj>9En>F8+ZO=t!9}Wb>1n-LtZTDLgvFpX
zrS}{IcYv<>_JcO9-6XbTVKWR0jB<aA?i=&la)T$diIf5H6~bC4S>MrVgM#Vw${g`(
z(pgn0jl%nS1dByE&kvZzw(a8_M~+EFCfUbcYbqHn<vj4PSGrk#C6e5))D|n|J-4kp
z5<vT_JQ~wu(=RbEHVwxq!FOi2JOajJReGP~s5E}}yELj;@a!48cHhjb$Z^<AfjVlr
zP7Ak48iUd98xqO;M1GZCiaNf03>}lw8K0?>M3FGP({eVB*2a~`-hma<yq*#Gd&Lq|
z761iV#Qj)2o!Gr2_gV7Gr(zFT@IcsrX^8fx@|Sq0V;=VMuig_ABD>*_Pp>Y2I0Jfk
z_D>@2Eyc%(o`c79v@=s9Tbk|X9#7S?6TX`>pWdEBT)rw5oh799p)(CRhY>*IPf~ws
zJ7X8#W$RHhzb34R!&KoTX_%#ARQmSicUFfooujwYcDz`<OP+A8(A~$q^QD!f8!4{y
zsps{UiIeO|+vCUK`uk-!p+Y=$Nz^>*<i6i?aZYB1cvdQiXhy44#uJ3i(E6V@+|&^a
zbTVgeRPctS->E>?*056C^W>oM?%Oq%e+L_!zgrKDSGz)(mVUNnK*{fBzS27PxS|YS
z0(5s4VnKp~WZab8AY^%JGaqPmHDESj6H?#Sdbl`7BZNQkX4-52eT8UK5QFS^fBa*s
z9)t3m*9;te)?V9FnlB4SZ}0SLj#gRr9f#L?w2I~y>IZAR#GH3mfAMK@p(cT1H~N3d
z?Su&D^nN8g^6H%CU6J3MlJ{RJ(=L3>#mRHAKFfX*dzkZG-F0L`r=`4cXnFc4iZprG
zR^xZ3g1+UAk>md6AsZYHJCfPlP4&e0sbg=@y7jW1JB?gsOYgAqvu*4ymA=4|$E&9)
z+QrV`M#GpBD&Ma?GwMkl_~{0pLdQB?ft6)RN2NH^WWpUhQ`P`^T<fh<ue2zPN75?!
zrp!eUur=Gu^0csQFZ3kV`s0Yx5^Ge)#%cIczOR@$@e{w?bCh062PyM)g#l!t2y|&O
z@LW;<_WH)yzCc0>laz;1Q1FLYXE>No|HJX3oGJB9ku-2*F^tFk;BYQJSkK+NT~cw-
znZLkcI&aq#(mdOjzdJOQPu<_l+L05$9~=sj^Ok4!!ERj;PG^6Yd#_T|c857e<a^pn
z)(wYvs}YmYBz0Nm;uBo;vPXaNwLWUN{-C!(D44{NA0~udQhy+Njvnh~wi(XUylU~W
zoASDL{^ec?PzTWc9hHV)a?ZEi&&F7oa5&zOPM^ed*o_ux-W99Rpl}GkdWb$S+>17O
z;4<*Wi08I8oNeAlBTuV;>Lj^tq8u`~_;`Y%eq-t&gss11cy!g<-eUd(lhhCI*~5DJ
z6YGhh=M~O=xfGSVBX-+$cc~49R&s$+)>9t`BysE>>GHiZ-+PwM=TQMaRjieYtSt6s
zwq{VJg3r~KKebk=zW;Xb?pDQ<gW0g|92AMe0kZjYTer^gL!*M3nc3Uv+_}t)<22Bm
z_~ABk*nFQ!4e`4<07r}*D(p}G6Rd_0gmW6f>{L$x;~@i>p4mK{j!Le=ps*8p5P9GS
zG?0K>cLrewlzhpa^Uh4!5o%ctq1D3GOx`a()Rh}W8-R}Fw^hWv%Qw4>R?46=%bc2L
z7v63B0XT#(bjeFR`A6>6ibUD03*YN~=oWf&2ko<}4;?O9o;1qdbhfbFz^L>M<9`)a
z09mmabX+LJyk`C-(Xg+Junw2_#D<i|2xvea9088%OQ(`Dau`aO4vP$M`Smi8sy94J
z^C62v(nb$bcKqDBOmY*xhI&YuU!!~E?@<Y%Bxo?MD5cZgsDpXfjwz(0g$7x#+so<D
zh12G!x|8UZ4-TUg2Y(EV<nUMW@G1VOWmKRZZ_WypE5-waa$b#40Lq&O;E^TrBgbw5
z9|N3VUN9*9H)B%fe^`>f;>JLf7S}VChUQ?eWVW_{^M#oRGgwt-$~iAkUX)~QQl2kn
z3VW=JvXAD`FwHKccxwD&v_cEzm0MA_<BO5UwJ4rFiK2t>@6R~)UWjH+UvaFcg|`A}
zn|=M{b|R4#-3p<QZwEk@=Fdv6Pm~w|Diie;xv1mnIkZE$HS0I^kHwP*Vz_8(G7DVz
zac0*41AskGARfW;qjCR-M^HE!-<z3NTAid@Z((G%uC_uDlj_+cRe{>~d~J~vE659B
zGKC@ydjnn!g=6r64|b|Ad}j-?aq_J$qp_)OJHDoiL8v}DWk^JIKRyr96KkJjQnU<8
z8;=7FL|7-06+sO95u?)l&DCu(K3}m2BKg4qSWKjp+(8z7)}mx!5TbzA^M~db`TgDb
z{vwd2`L~FhXJiv-L;~sZ@k(p$R}DZgJ8`VA!#xGo9sVG5B?;`d2mz+BI3t{=83W|f
zYU#Bu`jp3A7d7S5TuABT^=Y}TEYnm{u~+koptE(iJ)p_3dGT7hd>bR&)vQlJ?4vXQ
z`@`A+x`=_;4+B3Tx#n*GpwnBI35V1>@R*|l8>`E@miCq(AnDwY`U?=00cs`Z55EA}
zxPJpH00PH;Q4%!QK7an4aRF#b+7&-Wbs|`RO?>To1;7+}NE+hF4d+KR1%WTj7F(FH
zg>5Z6O|`vl&E=O07E=1-`6IT5Io48yXRtIMc)xrNtsBp(OjGJox6zt)Dv$V98~m3o
z5CdInAQEG837kWm^ByTV(Cr0QFr2k<gieI91@Jz3IAma*VH9fsxM=HRgaw}eB9nN2
zXacblGWH{4GBT`w*mN%z?UJOioDO$=psMpuM)nsB4wr#2bu0o4fr&qIEZx+cZIjn%
zcQ!^n!(7m=I`dll$%)l1P@B5w*W5#%cAhV*MKVEjEe+k!PVJy7a7mUG1x2SnR`IJN
zV$Ylx0>rhHXuhN3K+R!q3=iUz|Lcvx`TG}QAX41Z^BRP_4Hv7);Xu}SXZq|q0ORFJ
zUKu$bF#DON;qnh4t;+Fv0{Nczq?^{!u-ndMYNHNiIxC$3o6{_d>3fP;ELM-e)l)2O
zXOFiZJ-LfG_&;wPKRgwZho=7rM)JTHG=VXoE&xWz1NpVT06Y9g=wKbSt95kvz*|Aq
z!4dl{Du)UUDs2Eln<+vr&pyd@4o3hH?C_go;BJA^ro2`)&=CTqj%gw{lp4aXMk=Jd
zH?YY8!&yNEO>z{FZ(cX<y4?Wy2H<hI%+L}eu{SI|l#lNP8fe`=KZdH@U2bvcb_1>(
zkaZN%B*7F7uE4d}*W52GX;8cWYPt&iA~_4XUmaoU_gw)DFi$Cw8Uu72z5rNY0XM9x
z+r#=Cx%MHau}=Y92Ag4>j#fE1NGhTi(wfNkwq~lMj`=9&`had)E%<+%$x;cea)*_t
za<9NU*82x`vL5PvVYd2Nz5-mL1zm;ZptJuIpyP+O1Ev8Od0pfbL<0ir66j*a#fFjz
zX=%a@<vvSg#(2bUzfdtKsvf&BnjhnTy1&>8a@s<4m|z&d8O6q412wDgA@L2cFrWJX
zQmk236HPD*3_YP`(QWXoq4@@;N=jg_L4fMWql5x{@#zZ7h$3^a8R0`-K%~uck<j8<
znlPGl!PC-ZQ1&a22CGnr4mSnf%EA}4^Mxd({CZr7;IaCP3lN7ur-7aYcxVjNFFkNm
z#V-^f)Bt<fJX^r*qx{5fj+NyCz=EF_7hq<zchHB$zc*5<M$$mC-@iKDiHYq?;JU}~
zh4~&T{uEG6dz862)#{*&Mp^h;JoOc}E}Vz7S$@v~6+Mn-+%hICv_2<*_oVY#ZQVl+
z9U^+S9ITsaRn#d0EauEp_$x5+U{oZ8p5yj;(R%MQc7Yw8eW&iWqQ?>vCMBmj3`7hA
z*LL!=MOrAt(R(-P-|32{APapq?J={ZDe9vZJh?cUvo9{K(w4t8%ya}|X^<!3^!@i#
z!Qguo+vg9pE;=i5W>AFv<>Z=504SlIOmVfp^4ZY?8zH;+YCQ_mBkNI@M>9S1FlT0M
z0&MxWh9*G7R@{=so@W93_<T*_eN9EgY?*<SW9SA{E@KOqg@seUm@l=3IAl7|0}!X`
zeMSNzqIk9!Pga-(IBf7bQll_p9}^p@ZX>;?=NY|xndeaHWXRn9fK89TNJ)PvL*m|Z
zH2+Uf1Rcgk+3_#WTdhds(VwH~M?(?7)JTWEb-*wZV7uo*%}gTZRR=|=aah5}-UX!K
z-Xz{aDEG(%iFJN9RUpP!77qlmg8aMU6?b}U!Hla<zWNm}OaQd-t=V&9V8~S#n|D-o
z(uv?q6-?-g!FrsZ;X>1(2piD6Mu^ac$|)#<3bFZ_TYQcN@en^7K!THJ#$<Sun|CjL
z>jRKrX}WbLC%p`Sy!{L(oy_uT==JA5pdPyZEgHzBeL&zGeTHF7HCn)U1VE}nZ1;#b
z(8a5T*kD?#@+!|)feNOx-b*ke?=##?A`}4}wQL_`luIDLCct(yZPys`bf|3mn|J{F
zeQ967>PJE8ZNRE6FP;00`KEdneH!JJ&~xL?a5C6u0Er5g9*qJGh5CU@-KrACj&xXH
zy`X})zk_sRVDQ6HVs4=SMODIBOozKL?4Anlg8a6$wkaQONLl0ezO8GFEa;xgW&jn^
z^j8IUEVcuZJ+oYn#mf>bii)Z3wqMw=aEaj34zlb55OJ_JM;|q(_30aP&L+Nepd5eI
z#n#m7+J<-yT)%1D3>jL2EI<xXJpIdR4()8NSK#>=dT3Aw@}B|D<EKbR#=s`Q6C+(>
zQW1XQ7DbKsw{BlhI=O*}V4R#LC;)XLsG60^f9?ZvHYp$KfHbB)Vbg)|+047}So47t
z-41ao!$H$1ZzH;RnKYK?XxVB&kt{}gautjn4Wbl!-VrOBEbLa!2v@&CNSd9E`ALc}
zyLfl`ZZRT5ONMTU;#uZcp|%QP(;yHSWUzaa>{lkkn!s2A?&G{6Fo~509Zv6Hsof@-
z{tk!Cd1Hj`Ir4MuXPHz<N`&H$#Mfqr9aRFM7mQgL2O=|7le^v|tZvumZ}YIR)zl=V
z<g;cw#&LYA+)rM=rA58;BXMMf0+h{jII%*F{3RW@Auyhmv8OMYZ;*)xF+KzV7y3-b
z224du8~lv<o;p=hsx*($XQ3asb3t+i(44n$G||xbWCpJxWHZI{9Ib`<t(#Ds8<0^9
z$d=-2TM~Ex_YIuJkf*r&>x6nS^vcrk8k#i@7M)K^HI<Y?8SkyEje1pq$ybCv3G8aw
z!De)-*XP`nJ(SnuWpHsI>5?ZDPvA7fv1e8PqDn<l9@J&jiJ(K>U-{*O7%VqvvO`_a
zRsm<`faPA&9++y<zbR`bq6dJSR+-DWq1Rhxx7Qc8ACS(O0YKJhCx!j^EtKec?G*;K
zG@cwq%1u_l+07~+p0bgTST6a&hDx$1VEr;xU|#gkwh;^iR+|b2T^yCK98ls>p|JnU
zWX=sjygaf+qlURm2@p}}R;0>qf_MTW$$HS+1FKF#?i5vMKQvo2PMDHEc}n`|Q}Y}c
zBqqChM;J>9r>qHg)gE{#zff%drhr@i86$=<vSl7~Mjuu%f+}(W0%~J4xr7E1TMl#9
z`@qx!^e-6-Q$42q5-XWY$FbI25%H(7Yg>d#eRoU+l2TuopG!!oQzzyXgodIL#Af62
zB+_baw=?lDeR__(_Hp7=BZzq==}Q|8kG_-q{+EI_psOVp&e(13i>&x{>SL%qVGw#&
z9<vY24(L0W7N3X6t7(!Tb~0f!DHo!PhkIaP<-gU8{qmJ3Z^&GugrEG}QIk$DL&2Aw
zSpn^ps~vnQPS2`3!m=>z*2uO(IM;knyaPm*vsF73={XT1s=u=}xyV5+_Ypwefxwxe
zH1C(%Dpq7P@nnoWUM%&5Oj)r*^8V&zoZelD9(8i?4Mz9#f<S%s#*6j(4`ON%HgL>W
zmoGO~6!R8Aulp&f3AOSac{w>~5B)jj`vB_^{PxnEJLQ`<&H-i}jZfq50Xvr=t6UzU
ztiJ>bncxg3XP7HmHqgYM)9f4pzUL*3;UEVjn1DRy|K>nmQgHQ;<Q>AZp{^D6F6p9c
z1L=H)IAJHRV2xtDPlcwi$d@r5<<mxmx2RFN4u_v+Xh7^ny^+a2K0f)IU7b<E*M4+M
z_4Cn(UnlL7&%4(^+5oz|-OJe~D_0Z;$;YYx0Uj$G15w$QV~GR)xpRGdR1otaWX8IM
zTZO~YOZxw3(u1p0>&zBy<`N#dJyN;l>xZKL!z}DX2$n$n1usRIIBwtBKCR>ZnM0@k
zEC2g8`RwoT@sV-2o%5uCxCK}GV@TOn12e6hJdQ_M9yi=`w*@P^w7<gerhV#EA(swq
zN&!sisai|dwhkC4;#X&}0;LT2*G4Pg{X{(c{)bJ0%7Y+pehK&*i-Y2tNkihlnvUpz
zDzg|uS7d0=3y=bF3eW#I+3MdEF%vO_O_xHCHv{*y9DTSVc+c77D=&Xu1om(8LCVe-
zJHJlP*jXMKUrrHxt?_KSO8K1_n^-fNn!c|oEr(!NfBM8e*e$0G#FFM}^rIaR1F<N=
zCsOv=*2medT;M#9Zx>7wVM_9zxkXWkn7^}J(B=Q{4&%N;gauFzCp66l8L2>D5BQA;
zG%(9Z3{27lb9mpcCUd=e+2fR3_VNrCfFB)H$H63O2~l+b`uM!*gH|dLp`p{VTP@zs
zF2^lx9>^q@?dqAwS6b)Rl#I5Ms*qyLE}1d;d$v>cY~kam;P3ka&2Thmkja$(+@1d7
z1o*AjKiu3LtYTqX9QV&HMkMtG({M1LXMnhbJXLe#3EbLsESw-8=#U04UI;pG^0;<I
zf@G$^y$K8}1Z(*?7}iB>^5KP)6;3aIe_ggP!xlHEEjs*b5W9rb_9l?%bTgt;f0`TY
z_t_dGvj54mbUK4nw24^D*xWUezbXZuU{F)kctS%pe`Cl;Whjo12ES`kgNDz5L9`D8
zNN3Ve1&l!LF$E(&`VTYJ2NnZ*kY7uK3mgX#Hhj$|;`92Q_ipr1ln>#3p$`Vqtb{VS
z&n2Xv52x>+Gg6<*qG!594oPg(6A-v-x_d~*L=L_86{kcDMvSCxTfV*Uj_$YFeG=b0
zw=*}pyR&9k*A-in`15Rgd$-@C@iFKQHiv5JWaa|SR;Rk!C@G(rs4Y0Y@9rh-XurCA
zV?}s2Q<}?RHnNoyP<fuV;XU+h&BErQLF<+_AvY4otKRVXt$}s!VDyu!CRIuGq(bky
zz5$~Ljbwu7{<$U9x4mZ~5*c=lUW<5mpn^OkF>icd1O|(Lte?n&#t4WmYviIJ=&e3@
z@uwIlO9L=L-yW=;M*GYY$SW!WSqN>IrQ5BI+e`~{`E&@c0Mm;Z>@fkcMUW1y9ckzB
ztZ;ft0;TBb&83Wu#9A!mB9H%Ir;b4=h=(P456<tkQ%YmWLROnpe*8}Ed0+on(uUNh
zrP+WOm!~&5Uk8nNAkntH@#J(v0AX3AKJ(qq$l#1r%McB01l{qu0scNNELds+lZ-mU
z=Kq{bPEzortV;gx@rc*S;#ykc!FV*dJt+NrKsGr7JB#a`05Ha7Rfp)n+(EQQ2Q;k-
z4JlIh((aG15ab%V9C*JQi-?mqUFLatSx#^@PQW+hX?-R0tOf7HnLBHPK!`Qn)faBp
z<^2Yrc$LlxqHh(#o;Rk-O@pr*0gT&&6==Bs>ahC*6(tS>KN{9cnN~!&RW=55wRF-r
zczC|u`M_^j4!WCghRN{5h|wu3A?YK>vB9Wl;MJJKKwCYf)h~@Bmf}M&7I&=GX)lQa
z>gO~SV;+dZB{%eo4BQr>oZ|*eS6sw}bld<Byn)R5xdr|{CTuyX|93fjL0c0wODcvz
z<;hglI}h0L3KcgsrH)$zL#S~ua5~>r2KFXI-~*F?y1rNoo&g6oE@$BG>q_CcTm?fR
z27y5m%a~X5<;&ao)ssDzbdElyW*6a`59h<ydonv+<zl<m%()!a+7q3AGQ-*hw+l4R
z*8hjIw*ad0i`qvirKAOvMoN?p=}=TeN~Hy)OB$p(lprF~(kTk4q|%MFw4$JNNk}&w
zK<;|2@Av=iy)$?2j59KD=DhFTd+n9adKSshpq^VHEN9Cs`*u)6<>nlJF=itg*hF4b
zr!^AfLYu8BcXU@U4!}S_(3Jj9L302ee;|D;w;kRApYi&zs~s<Xq@N5~1$5y+Ya|N`
z3x8E9u%&3Ub|i#2!J8AD{j~J~)ACHeg<IEkj1lL3LH(qg_2QE$`fJ16*Oqe=Hdkf{
zJST#=$;&O`gX0Dkic=DgRJITA&V3nC&%O=FxR5%%Bxx~JqLn(cgE%+zP))Z*l&`LP
zn=!%HpS*8l_r?dTK;@vO5X{h>F8}Y0f*Z1KI9ybOv*%iCQWFa9Z_R)7)vw6t&^{}8
zTLqTMEC*kV5oU$9%iG&3^X8{=AEd4yFOjmDqYJ%%KF?L_&4TtEh2eenY~Hz<k=@l(
zB`3E|B-q;uF6O1ymW;~kOXn=a^v5S&r^MpqP-)nj9Ls@Tn)!F-MW612I#7FfZj%WU
zMk))V0QS?<)m7uVOcR$ZU#?Lp>H8rZz#4a>hcEvh=}tD%uQeWmLI%KdX1*%vI2CvS
z+pOy<C9;qFzxELdxnjcER<CR3%l#&(AJLbG`czkDt92iGNOhOH>A5s5Osdg>W_kPC
z>mezB8VM#!b$85`gE!SKP+I!s-?x=NK7_VBm{{>ie%Fv&N)~hr_N_!V{PVyXILC1L
zzej$O)$c3P5_!g<sqzD;o1d34>JvP7SHS(?D=0N-Bi6Y7AtB^0T;0>r@cr0*k$?^X
zh!ypNvHW8lo19H9i?-T3;xghq6+b7)%^S9A7m7`r!w!01P&QjiD~;%ssl;<@9Znyb
z7E}JYMOP*o-aicZ#b@6w-Ja8mG<4?e%ntkrM6NLrwB|5~_=Ns~Vl`Oegfq(AyKwv#
zdX`_<N`P*;(LjP{NM`~J!21057IQrix~rKzewqkl9O1-4oW(GRtk42EwYN3<JXCiT
z+RLPpENn^g>7P+ASrF_`3@(<XpGK|7^;=X%zcVvmC0W!UDSPXUncYBB7^bjQ?p`Ok
z_V+~%4ZJ0Pf!3g05W3@8XF`fqmdz_AMPHBJT^&CLBJbH$dMvCYAuD52;t?hCzSEc=
zwWT)NS)eCb`R2{3rBo-H8#C;5@7InYU&T5XswDSE93GwXBXgS66N7eNIa^VYI9Qep
z-V)G93%VMQ^+0QJia6?SEVF=lCQ@?^;<G}}U<hR{bdHTKuOF7~DNzn}y(RIhmRwxk
z2*CEvY`Z6ctG!iZZ-G|&&S3RzU2u>g-7VFvIVr!UOWfzv&svdW=}p5@0dw7!csH^8
z1a+HXWYx>%tx1(D#~^nLok}kVp!cY(VarH!6Y^L3yHdfl6Fiu~+4diz*&6MSPZH5o
zB=gtHg9VoM|NL3~Imy6lwcu=3X`q$e&r68@eOm1}Ferdk&+6*6YiAR&%Tr<8N(2rM
zG?PJY&S<QMTetj;fOM<UFJALV02$Kx0eSdf=6K;V-i`nUg5fALFO1%?@dM8Hm~qy^
zN14kU#A(AH#3rBgl^$cS9+^KBHn^6U*dg<^>Uh=4m5}(Z;7(}$zr)&pLJ8wQNbUp3
z(C4F91=$KIsS?uG>rm<qt>Mp}J%b4pFgyaUZLf{dcO+G5pB_q@W;l?4WZim?P(?uc
zQPgwG^6uRs=st(RG-<K1L3X)ZUiC+pl+(vAaf|$B&z04H`}$_e)EutMJvKh;0j`mE
z;T{rgVT^?x6K4c(r-B$?fq_k+&il5$(=lwNWNiLYi7h+rUZ~p#7iMdWUS{C>d^MiK
zuvMd!)MB06Ah>OZR=Uhwn(Qm=)cuy6oyO&smwxTFevTYo!LSQBvt6mfVnV00Nj4i7
z-ozKZyHD<5i3SP>gbJ6g`mHx^NkGzfeqLD5S)9xlFE$I(u(0ly+bQ>RU~69n7{q^%
z$P)c@1U=$P-Y1NicPU!L-ooA8)YP;igyPMqaDIv}klEtAdb6JcHv?07Jd84ZEUs`9
zYZX1^R;{t@6n;&(%gqlnD=A#cWDbL#Zll%~tu&i4AwYRSqjvK>$D)Y!rqz5yh@xxO
ze&y7~29>`Ha5zx2)IL)X1<<s)jNwgg6H;UW(11{Gr+-<fLEy|oobqTKp{q=il6v!g
z3D3--D*@rQG(pb@k$|Aw{C9JNP$Rft1Ga8p2&SB(6D18N*;F$+OQUhUH6erp3<W39
z1pIpWbcTrGlZDX#kW$wr^oDc~l1qFEr}~2vX^F;GpVsX2p}u`X7zPfZxHsvonj#vN
zkWc|-RubtwSyG}ixO@VPb`tn|fwGW12qYFop||$-_GV^gKw0Vm0TmQE_Ms0z%*(<t
zEb~M^v<j6%HWq1-g%nAG8eR<HQAh9)P9MvYVO%{=Mtywhu@39t7Tb?2Je2x+#xup<
z`%d3AjETvyfNelj`gHJU)~+LIYhNa-ugE<pNKjE5A|IT3`t<47ui7F%8VW@@iogn&
zR_!3}AGhvoji^}q6uExBHO8q}LM<Aw+VN^a{q3x4kSTlprPT5Boh)k;mA$EO2A<jo
z6iKLj=S+hs5817^*1$vEm6aK)_%!*H{*crY#gv$sV(4a_y6HH51lh~=WuVD_p^+OQ
zvv2wXh#j(32UqLQ3Yv3iS2(OkvkjNo%eeilx$we!=mQ|vjCA|J1Gv$zHS#uo)f(Y9
z{k`E0&9h`=WZLc85(hHYQz)#x59~?OhbfXC8#DgcxDHG|Myt!$HtS)>#|kMGSut5C
z8hEFkP+rW$j^oky1b)hdjFa`>K=Cb+OY@^D)UY~7!)ZkdfNo2B__Iw<y0V<8--d4l
z*)6k>$qz9cxf<_5$EwFp?o!`#znp)8pAp|5T$pJed@*_QIjg##XlsQYyZXbmCX&>6
zwmG${B0vi<x-7mH+Ji5-^VOuI`jV67*P`c}0W-cdl$2~1Z4PNC7mt&a*!P13vJ`Qc
zR8u$OH#xbSp+c;8VNk(%<StXrtvM@5($2iZ^LZKBP-N7Uf_x;->~^j-?uiqr(x|&C
z&wKi}etc16KKszSRw+?HJH57lF5Tn@_tVw}gI5Ccb4^NMSsTI6z>duB-6u;(zwiHN
z2Rrazrb~q`5cBblz=W65qPb$?x^uu0z}4#Zy@PUuA}uND$*?qJ<0}o{V@+mO0VxR{
z%ZA3bHV^)pNDR9JYEQ<KXWm+xU%Ao<abACa|Ji=6sh$b5eq3x?8X6jMa^py5JZ0Ni
zNcP?wVZ5otXW7S8dg({mu$|m1tq?YGRX@QEITERtnz0EHfwG2%Ogv60BK|3=K$3Cs
z!?)#lVA+jP%iI(a6`m*~EnjTl73Xj`ST4`~R0>0%FVCI$aC~}>ey%z&MRj^=Y9_w@
zSpm7_SWRV$rb8OLpdbZdcJ<u{j^K@_EhB;qBYK`!9PZaSVI|lqs9Y3PefU-OyD*t^
zgSt#lXw2pUOrK*mZ|B&+AMskP#XfmTG%Y&Qd%jmo3~oHDD%^M`kh^KV{=K+=+s8^T
zMbIC-(9Lh+XTR$ax1x)6M(ZjD*-3uB{5}KUqacZ0Km-K5o+DM*`mCmkKbV;y(^npA
zy1;699_tJfc@=|s&il;7z1Y;~Xuu78LuN_5GsBt89Ht?7d>FPJzEG^qWj&DRF&!pC
zHztf~qjxK@8%0BKZx0p-Y9{>kx3r``v-1IoiH0X;z;iyi(v6`>AD8B_j`7>6F9W4p
zO$j@4o9S3__@Y{X)F3r7{+P@z^vX;Sq5`f6rHi}V^r=+2bFP`Pc)j{Iu1|{?<^$Ui
zo9V!s!w9~)q6_-8<(5;%vObk9S<TE3fa|44Bt5-KUbdwm%!^lJVQ7ytrz0>kq1h0s
zKPyI)<tY?r1kIn`)u(m#li*dH%@MtN+6}{T0W}gHfF0j;C6z<2#0C-*>8O>;)-YN?
zckjx~AFp?dj6XPBD&9HX?}af6+RVP!sY3{wRYSm9x-XX5cHm;vrbCaz6=)Q5f`-S+
z2eRhI>EIs!@|?x|N4<8ybG}0m+PP<{W$~PbnJGzHiOhMj@kAHt-W+IA82E*-#pevY
z(k(BzVDg6Mo2lkQoDwCBH~M=aT43M~)!X!U@rqkYsvNYnm144cJ%&BrZ@~oT1)!RW
zJ3M7SRKiJ|fY;j0{MmzOpYwk}S_nMQPZ7sKS70T+Aw~U6%TTdf;RYsu{&x%`vU2CS
zzz_<V<EhY0LCKoKjn0Fq=~7LLxosF&(38^)6De<A4a9+Ai}W`Vzj7d<D-uwt7>=U1
zE3P-v_h>VI<ER!V{DO!1af`WRa;haXfteKZ#A9VyR<haa6!F1d-<gG8ztD9*($AM-
z4@MiG2>lG49f1Sq8mLxC92p;<d(W#kqTHPz%^~5JqdX3C*lp<zvTnu#xyRFLmK606
z#y?$;ekbuKo@4?)A0uij>cXPdeFtnEHZb+R=lsmh@w<Nk$ACv^-!h@qd2g{X2xje-
z_$+b{f3JT#vi3NNWj(6(BCjSOO|DLkQGj<m0vVwN(bdA?E5B{C6ILh{Z|ffGEcWHC
zxcVJ-yLct6gb?BtjL`MTc<I&;U>F@I8ZfVt=j)cM)Ks}|eUv9tVilBQ2Q;=r1O_^F
z?ICgh6&O!M^t@E`svK)pR@S5zJ(m63m+aZYF1*ex-ktr~B!rjnvkQS_9(b+-y@ate
z>{xyslixAf<FGKw9!m(4ck1(}sbI-a1w1_6*skGz73U`#qeQm1kP@$$Az5(I+M2Fi
z<+YkGq!b|&%KD!H0c<1~V&d30LQuRhT?oA@{m;h?%7e0dBS<bM4GDF<jo2P>tbG6_
z2;XJp5uQXGL-YhO(*~aiQ``@^EmGsh(BVzkNlH%-(|j~08_Au`+Pfk@fNwFv<X3Tb
zkL7uFspZEhFoklK+*me_&sxu+@G7rialKaPp9{=~BZKkEjP4VdO5WWPj435pGQaa6
zebShDcP{8TffH<1UzW!VG8lzF@l#yS$3*2#Lc$s4us0q#0=UEs-Y|>o>NhQzFe2tW
z=b2;4mIb=(dGIO{2tph<qxSG#88FnT7?{(1$0?e3hM-Z2aq8;UCkbs;60!!Iv`Exr
z$}7#JHdq6RH&s-q*w^%+M3gR#3e3G3NHdA?{kb@wE|4vPMZZ074U;|nOxs}EpzE@@
z`&x!+l=PP7y9?nUdIpZ)H&7r?$iF^n2scor)YghvkJut3BmImnp1QZa^yT8wlFoNI
zBhN0(7*}H)lFkakdMa#eY_0rz`Rhc_7u3GW{=WTZcRpvlAo>$Fi}_<>p9~BRo{q*R
zJ172wDep}%p6rg1D!e-0B0$^d*w-W<%#(6q>ovVI>qMA_CZjicBvzX*_%OV|E@lIl
zKsH6#eCf0}O?YqQ5*Qws;AC*;PBfoOPSFiUEOei4*r|^Fvi>cxxhB;=h%H%!N>R!m
zLXQI+zU%%K)4*hhvt|3W;`Y91LV@$w^hl(hI*B_yXW;#O-S$84ZgtGpL-QvZN|C)9
z&jaoY@K_k<uweRQoN9zYiAEHpvmWRzD=wmwofv}{(}-%vIg20v%x%<#+Kh1*`1j)d
z@@K7KcGOnYnLZAs(GX#wpw|*G-YErY2hP%m&;E26;Xnv6LIJW?qG|{#ceKi-sY*~T
zm`F}9dBYJ#%S5`)cIBk|5R8}G9=L|t10`l7uxcVsg6cuA;{g1Jh(!>NN~(02S7s3m
z$gDqXRFTKR!aRe+oJXR985#ip^`As05@`*B>0*@fd~o9i9=s$K`K?rVNw3*N3o4j?
z3=kZ+*;h*81E&|wjkmjCgtVbi#nO_^N!V5-4@)8g8TMb|0j>$-E)M)0M$w?$uC0Kx
z`^seP0yF>ZNv1RPE66Y}0{{MB(wnp1B$|s0zd-V4=UM&OP>yc{#Yn*rHTnF0OLv^W
z?f0AwT!xLZ+K<4q2KV)NXV@Obrk$1ct~h^SSG%p5$8!Av1X(xn49&WLmqUegey<+p
zt36JK88j_mqWIl-%=>~IR8>`}vCu`)>{#}(r!4~E0-b#xTN(B{dD?-`1<;KOtVAiV
zvW<}hY(($8QZa-{Ab9hObTr~-Kh%R*3=gZ2u_v6S5U?Pg#1Gti=C8!zDj<2O)8t=E
zJOq^(3zA61GSSjqr?wR_7%+`c39O{%nAo$8_faqc`5WYQTw@aw5@3dV$UBmU*Z}O1
zPRZ~oj~C{^WF+^K^PTX=wGn1~Gz4keDwjnEwj$r-pTENiJWSNBwfW?fs^aFI%!P|&
zWE6<yLjK`Re9D9*bOHs*;sXji<ad@~4G^D0q+y>YN<l;Ay45Q~8Sb~fI0os=oJcVw
zrUodQ#Dik#Yp|eSk$q%C<Gkg_*)Kq_e$|F@6n{V52)}^^FL#^y^E{ZXqEp(@s}26x
z2~8B2uj2`$fh3Ii0BBp;euO|7m}P(@gorSVRt2ko{DzVeI0C&&>@j^2Ycue<;Mu0p
z?Z@dYQwa&>n_$3RzkYr8>{+1gYbB)<Vnnm&tZ<PDD;tD7PWTUT2?)KA3WkX6?1?Rx
z6-h`A2Q?WSR;ePPTl1goZ;hDAV}M`$d3}JXG&MFFq9J%}1L--3>5k)AD%~}S-{~jZ
z`15d6HIRC;FYv?x(*d6q2TvL33EI=AS<!W%R1lil50>YyCU{@LBF8Fn0lI76+O6oX
zj%zptbiq@A=Q0TxfusNsz@4~Vl29(l#&)99>|7PqqS{1(m!<T{Ed_URZ&3K8gyXFL
zX`g4ptR-!T$N*u)$3%T-3+JT!IW>qv%C^j|ND2x%$(__ioTMOpLEMHL888SM()|^#
zjq`7#s%gt>&ttw4U!v3|J7sjWkq$Juf`S6x@yJ^fT+?xgTFAZyQ!)Vh)?pmA`%Rqi
zvTg}5bP-xK;j^={8lo>ZvoYgJdtbqb8{qi<?iQ)2#|G=v23Ru*$VG6qYSsH3!GPAU
zJJf+2$kKp1EMQg_%6QoyMr*x9GA$z*Wx|65c=akUy4|K*iMTRC!b9Xg5_h_>f}6uC
zyZ1Yr<A?Kv#ZMws^u3~^!=5x)F%o>kHx$en_5(}b2-@oQTnwNjq;><!c*M|%!^rST
zr$p)Rg=cn{no;2TGzjF&;Nj`a+I=v6bPnS=Mlr^>U@^%P-*9y~+NJs5kvvxbB8OCH
zQE_*72OZerfoFT|WO@t+z9=h9w?CmYc$Sj#1U>=?yt;XLlQ~JX&pSatOD~NiDWY?;
z^1)u#f-^of1$-WE#+f*b6)y6EI{<|;)y5lf05wHK-rm&(Gs`%z&<<{%km9)6TDPaq
z2*pb^Ja8Y7_a<U!(qTi&8put5M*6kXOGJrL(=a$MYRSi20rY7X1>QH@PQS==dGCXD
zaKIb#$6y=T4K?}vh=>-*6p5rT75pcp_oPJ$12?|p>Ga!Nl2E7hj={Ns0d!kZTYVhq
z-U2{oBw7ap$tIbe&JV)%MZuWhgc1r9JG_TdkXJy0k?;EjFbVnlzMd3&|5oMArwhN$
z*;56KVgkHD^NOb;?3i}Yvf+0L-|!?e&X!Tv{goPzn<rsC<H&m2|E$NBp;hOi?!R*=
zf?U0x@Z^vc0J6#s7}8_>ZeSRp8Us)POHH;ek*I_)(kPVnQ+qgt$1(wFelN94EI$UE
zAe=ZTavukdO|tV(96myt;}}q9zEdF_6T%GbzMrR>s&Rm@o55)7r0a)jHriStqhRWv
zzB5tsKR&<ihl~N_)V6?65g<=}QvuVVAt5?d4>+l2hbtUeW?PP+;K=uoDsw+$zesu(
zzMH7K?fZT+OY|X!5Nbn*pY50K1E&e9z?IvT%d8nXSbLnTdBPMQvk1*!+!0u7Sw$mZ
z-j$!foerxV!=5Jy58|)8cEu2K7SEqQ2OZgV=hjqs8wcyHXMUvLa7X>xr5(Gao9UQ0
z@Ny$AtIFPy)!@=CJM~=Q@oJNITG5&Q9M#|r0LTcOB+a-)S|<eDmyX`<@eM!+htrR{
zK06v6c8_Mqb<$so@jynr5eCXK?PWAV1RKV-?+|lg%18_NZ|z3K12-TUM7TpoOm9@Y
zu&|(=ybAQyjW1L6<V)u-zixK3gwUe-Z=)LqoYe>sq7-j1iHqOGo7XLJcpiP5*Jp4J
zNxEOc{H@YyB%c=FL`p@!3@S6m3BS@WhG<g3bKj2OzS`h3y(1~W+{FC};b)^z8XTuw
z7umT8Vn*qwiIU8m;5nTf--WzTzFs9c|4qF0hwZY@7|q#%uRM=&>Ezb9(js=<LlR!n
zGtiu3h=vsEa?q4E4j$ft=)d)1Eiw4KJ@=U8VkfUb9i0<hILYm|Fy;a8`$Lgqcq$p+
zMN4VsB$8ZHW3=8Y*WsV-b54i~f8H$g+Ym#!sSO2oK-L<k$j86v3ixk#R8#K={D9L$
zXu})XA!bAz9BXiJauEJN<VudPJFFb;_Z9K!i4vU^csak)=5|B&itIBKo<J3pTh1L6
z1)O<?(~Ps#3`mm61J~8Du)R8P)gXP#&_SZOXQZi$gJyQXzmL5_Lgw2?*NDv!3G0*<
zN;E_>`0N?+o^CrQEBm$SZ8;&y(*8VF-*}PN<B5k8O@ZZoQ<2k|({kqxZr&tV5<5IS
z+kQ=mF;85G@sxxRqi6a{nGG{U=>DJ1vgA5cQAqm+E1l=Sx37|#Y2m$(R5uzQ{lBbn
zV&XE_Cu(3*c@>jc%{b1C8H^KXCCSW0ic4_TaeeCAshpgwETg*1FduK14Qzn4YTh`E
z1;ED_fjHQx=_C%%Wm}-HrqWvK^KHcLK#o#Y7FnX#694}!aoT^BVSrX215N8nLguYa
zO*!Xg>DcbryiPCWsqWzYIHu)kYK1Q)JH6m{foHvw%r|}}SMi}7Du9+8-#y0f&;(B{
z+RqWs(A9DBt|K7MTfg0ZVf$JnqJ%3H=QMePDs!F<0~y(RQ-lmVy%c&dh|u$JZs$ho
zF$!QWM#+ETni4`<DLZI<M6!f-6x#Jh*h-9c&l=B{Fi7AnE>U1rSb{5U9Ns)p2bkG&
zbolG2gkHqC0HNIg|DQ3B@#)ECM&tO2pKE@zqzrhLQ%!_8q{{41$0YY>V(y&}zxEg>
z@QCg}vS)T4D`C<VkbntU6rt;E?CcEU5AdAmtY5+yVuH7CwH+D8=#X1lZ_BU7Be#E=
zVXDLi9f-}DbcR2<5!*PP1WZT-IVqY3P0uj@kRXEZP#lR)M;z55Ob07%@(9y+h{rBe
zR#tRn-LvUM&KdIp9?TKG5ionJzI&5%20riA)zN4-X%@LX+*PK-huIIjKKIDf0o`X2
zJyOznxiD=OvGd1Ko4(|~Pe}EEn5g9(>WuS%kDDP;shn(u97#QuqZIGST_XWiy@p23
z1|8Xb=4KKC7BR82EGO}{9)9*aklQ0?_&OeltIouDkIBzc;QiK@eBD99mbZ9Oensgf
z>1{m`JbvLA_{7z?wBgL9P{6@yx)NnVrT2g_uLIXU{Iz3C(7q^X{#r(ka(}RS3wH;s
zkld5)m;<mi`2N753nRDFf^~v|b$mwC@eI$}Ngi5-R&a|pPqrbXwzDx!T!auMkm8TH
z4C*J$wY1koWcMx`=}w0JR?+Jn@&|tuv}1C^tB)^!Idp~=CFAtkazx|}tMVf(PbOFb
znc%n|-yn}=%sv;m{jgKEo&4p=#-ohmHNR<6hFkvL?*4x67d#+zskucL3R7SX#CANE
z4(GAv@ggTIdQ$vH9|ku1Q!lO?6{wubdw$Tj{@UlUbMMw<!p;{h0|@7_l(UUv9ZH(9
z6HU7Ep$B1##8;Xb)=25^wNi<DL{`rI+$7WM&DZh7UmWs#k$w)f%p)-&9@8k7r)HI)
z$;xnsO09$2n`;dGe2>2G;HCN0BgYBMTF7y3PL|?^#wp0srJ>easI`DF*=%t@W@lOM
zM#K8EXZ==IqRMAB>6mjK3Wm{PC6rSLrtdEF<I2$q>?%M)MHkD1W$<|QIOIKQ4OK*$
z;6*x%g?aOq59!$}8H@$@*ZmHfu#@E68?ZMfPhcg;Y3#+W1DMF`xhNGgIq8n`(q`k&
z^y4O;)q5&kpYY!YO9!L{{5&Tv?bvX3w4?0BdZibR-{{V+aGEb9aoEg*vM7V>iReU&
znwvK$GL&JkUxM;mO_DVzSx*pRU17|FarS%~?;Mt5$5Ru3`Gk;^8>AJ@!!I|6qF#y?
zeVu4;krMfNCMMSg@VZ`3w=w&iF*j{Lo3~jk1hF9PGsMSA1yF_cLh#h30-dt+?5+z>
zglWrGWn6!HhU>=D#^o*qyV+@13SBb)xFMYE%9dJR;Lv_-KD&-e*5cK#F;=b8rF5E9
zOv|gjLcn7a6ob^&Af&92XZqfZ4<06)0C^0x*f;!rGW=&Zn0j}<lNe9SXRTF}%YBQa
z##0MuX$TDLI}4-f2K`1Guun#k*poNBjA~SU3KdQFV!b%FrL{dq37IMkhIztyvU%!x
z`ZGq?Ro{y~?Q;zD2|QL@a#Ui9@$<^Ihrs|>eBayh2@podoXUSX&nzT<*Py)~IMki$
z+7T1?hN8jPbp8=gZ#MCtjlU>L{K9KvEmz#a{1ppUg{TK$sgs4Q0)}HAsM~6mp2wUl
zJ4ZL*;LyaZqL+UFiPiH-39E>jP4W|cbugf7Z{!&-)V1QYl7cCB37}!LWt8<$4$O4e
zxSEr_djHb~*?6hPN}6tfa-*pKUOi{gA-!tdhQg|jM6X$=n5K@vH1*DL$u|}a#pI=T
z0<i@@o2^qH6)4qd+VFf^XBoG8+=n4a<C2hOEc{d}CXRS-zU6Lgz{aNF_(w;NsjVJ*
ziPMtOv^AIH9!YhoB<wugmZ10Ib=1S<{fzpe+;+`tSAYFw1EeldiHw!<6TXg)d?;XH
zgPCq`-FB_xX6JCOE(SXa9(FZji(^j@yH9X%FgVb8yT@Q?22m7H(p<8c?{?COD{7kd
zH9BrP4j7WlnRw=SPn5XI0*w%KY{fInJ$iLVVKVZ(rSz$+#zTVr{;k&m@rjXsv^ZD$
zgYm2{?@UgdqF4PkcT&lxMFtOW!>XbpN04Uy`S#k$5dtW=H#|RuE2QT=byARS3TmQ3
zaajw36Fl#g2e2?5Z|!yu<U1Bi#W{<{r15n1n!hqT_&+z<H=FmOnN@tYTin}zr$(LO
z6<@Vmu@-eHzMo&es!9@F?3~M`j0!5-Pv{u*ahnNO3by01?j#|>!4G+uPVaEOcWYEs
zGPj9>vip))!&ZJ3-EiHbZK;0l{OmNBgw*AaBG&TS%K>@VQ1u=+I!Ig_(RFbnD6%Y-
z+zfZW14y$^@%vF;I8@yCpkRqF2?Z3%;$s1=hvcL_=2MUENCq0RopL0M@Lp{@u2IGa
zZN|5l1NLW+YMZ!t)rKMLjh_UmSLT_nSn$tBHEt#^r!CM*d6x7UtX+*2f6`>v=lyu)
z5Wow8hgN9y_nk^N8i=q07IN>FUTBOb_2Frkrb~A;b!8Fp3Boz_Yk-EKKxZ|;S~J>&
z^NV1D0(d;xNU=LKS#+{HSZ-vb()ric&fa^UzaxfhZJ1{MPbHOBtd+-0O+sl2O^~s#
zjZ!l435BFp^<vl7_m@0}uQXprbEP|wli=~47(X6Q5DfQyqurAq;$HAhM@4g1_lHmY
zC;!x#q`H)8=bx+hUW;@Iq5uNq>uO<mIbVrVSH&?hanxUA(RY%B^0Bm<Lu%Rq>&K9>
zJPBok>=d77Av7Bwz=4X2ilF(%M1ix~uAQ1S;{xV;vo&8va)8iLs5JA|tObzdzR$dd
z^=609T$2kESY3d{G4SUGc(c^Wr570uzY?9qbQ_f0G>UD7sxKbMVC9u4D+O6)*skjB
z0b~+k5T!bqRj8HA*?}B(<Jl|`@X$T2`Ej>fwolq|G@T-E#KEc{Xk@kn{8gg{u5voI
zsdp%jq$;FKx$l;Uy3gO*cxwV&$<1_WSG3dRgDIeN6xxC%V>75icr%J0MKBDIOJZ65
zL}|sLu1jC?-aC?d_ybJfNW^<$UO{lKt(7N5%;>Y<8gZeNW{YOoiGf4Yg_cbD{9H#A
zt@^tUoE4s_n(5ngVje0FmI|G7!dH&I4{zJ?+L~Z?Gb=x0zmXMRyP)`0rbgk0QCwrt
zRX@&G<~d&~D@8<n?TL;F{eC2;tZ2(nsS91?nIg-bzqmcpaA^6y(RR&lG>cYWn}k=I
zLY3et)OubgUYEwy(+ZTIkpgT?#Cr?gmCszjY~3)7bG6t{Eu_5D9N5Yvuz-ZRQS$B?
zSBjN_w)`3)RNXMAwgCPN8L2X(d3h@*IRQie$mKS{yoiHfBk+s%FZWM-%GDI(QQ%Fe
z)X&VAzBNNQjY2B%Jz1HEf7I;^S+5`LGD<tmxZiwoW`M&Nr#I{wq~7Y*Ua;8Bsfg4S
ztN>#3^acW5x}^#@ueFT1W_M}l_D!<fe%AMP9=MW<vn!6PGEDcy)q<$5)eL<n8ke#8
z;?M5<-J&in#{KnU&uUN8+omzYfh{`@+I$+8qM{$`M0NYMR&yWEo=EFGtykJJJTBjT
zxAr3Ek(1`-I-Tk&X-%fpNR3d19(99(o_6{C%tEE<$+kQ~j9JDW)GfF1^y|$rSl|Jx
zbPH|ZAHKC`%wBoAH008gB33v4Q3o5`PF0BMH(B*(^YxJ(JLB3!w6lhH##I8c1<<br
z>~PinMdqzcObK<+H$o@veP%-+@^_Gv+zzL3r!k?P(7cKN7#iN(ZhoAf6INm*HWqz0
z*^>z#b@t1b(By_kaT-sH9{NYE6b3#Q;yr#?RVZX%XT7_EjY~{-wAmZ;`n7gG359zH
z<9lZowpl{Ts^jeL<k7vVDg(%vx5pqtDV12)Sv+>ZKCGC~ll2@=?pN&buu-YSyQvxb
z1FmleZPd(LcJnRtXM5>3ru<U1Y-CEkd^X!>%B@dQJ+ms<85?mfyVBRXmDmw?F*&|V
z{pY0Xw5!<N0bYr>22vk+G~I2l@W(vK+*`WBX?bDXTknm2l=SOrdJ2OYQdOA2;v_EI
z-_B9w{(;;mst%IJ2gZZuiC~7u04zHvHNd5yh*JUqvT%fvNHc+vr|ef8t|a_oNRnoa
z2D<Q{!+gJ`QJ^Qr%#0**+oYi&?O)!AlXji8(e{!g#GbXQSQTRpsn<Z+-C|dQ6l)#y
z#)UdZ12K4Qh>mY6IVrA7vat0|eMQ9)KE8Z(v_pIppMQ@0+!qiv8QC{S&)^k@Zpi;a
z0b6kzsWUNUd{$&p9lF5x;Umw%#H)b_87|2*OPQl*%AYzFW$IoSc1x;dWxt3Ry4I!e
z?sDM7e!`A${)bK>n)}Hkty|x<F52rf7^qUl8>nm)QRfAGRR8$}-|CXfJMK$fs=I9u
zgSv$@Je`w9qkZb$RNEeTuj@&2A{o@rN-XJq6*m}9`|-Nk#wmbrCj~lc%%nTI<f^Ph
z_A2D(Dq(=P4FVFNpr8QJDoHNlxz5UzR0rLd*hXau)5Of>Frew$9(RE8(;I=qHttxt
zT7^_S$^cw>6#QHfBVeKF@~L0}E}17{IMLD3NFvgE&*3@T)Cb=R@=AW<gLpxGVq=G1
zg0FJmc~daI|J*`JN%36I$E^>HO+xMfTNab>3s*8&i50WGplyQgioM4WYbukNU1Kud
zvcIaqqpi$aWZp)prFf|6dWF%NFYUGZL*`3wRE^PCt3Qgk`W0N`K09{j^M~9*P1EPr
zE!9e;ohL=jURdp}HcWoL`om6_kWrHQpWLuETtj>JCF-!^?;*Vpt6z&v4aob#7bvnn
zk!yB^L`38)Y<{<U|4yNyN`=uF4Os=$OnVfRV2upv)RsPNIj-_?VFo?~a2fHs!DBfQ
zE*yP(pxJgf-?XiI|Ne#Sm61|w>TDBe*mvoCx8cbFs_K%}C)3V>d>}oPg8u!t(`|3n
z8I{w!FqPP`kyJ;uf0~kk%BRRjQ)n;D>`%L8Kk9$%xeOA!55}YJypY{W%q=r870I{Y
z7c*NW8%=)g-N`xEqAe-WZ$VHn$nn0?vm_;XO#G#+#%y<|6|I#ew}h8Luejz%t?3sn
z@%gKBN84tjwu_TTb5jb?3$K!6PLqhU)6zy5y49T~HGJSD3<w<ZH34`PUTh0T8s>}>
z{lUWZ&96%gDM+OP&j24v*b;NzBO`n~eiRJAg~ZR9Q*9+xqI!qW0GeP)U5AZ5`-rWH
z2m;1FPE5Lrz;BI?=bLOM6KF|0{f&gIfU-acC2p&xIV^){8(v|nfbEUIEOc}Py`q%M
z1t>4JZhfF@G8KTmIPinLC}2aq#~pYr6hu+_`axLEUDTLGW2UXVV5mV^;adA+jM^N+
zt9NB@<&(%?Gr9MOoYA??cc7~A-UMpgrpBrpSe{P|E>N!OZB1HJQ~TU1Z4gZA5I$(J
z!>>EkE1vd}(YRILAR(h`%W)2+=eDSMFja{7UBB!YJEmh)9kd?r8`uBRDEAQ5ti}kJ
zk|2(d85+vRc13OKccJD3O!QsSjZe-z^Rq<540y-2iOZ)#Obnq#Kf?=KBpK&00RB+K
zvj!w(YIpAN>Fxot8kdL$*q*4lyTbY|BF<7){Jo(f$LSvZ>OK)Gw1ZwiRHT^S2U93w
za#)D;#V$0x^GHlSs8Q$c6A#XDDC;>MKdoKRDo1qpNaR8LQ{jW&vGcQQZYJN_z7VJ<
zce{O;5stMI(@1&VKL8@*`!28IitP_47Y|&=s0JtAh*%!sgxY#H{oMKL<KeKKv*@ao
zOUaYVIsXxg>k$m}R8#{{Eb3yNT}CB+hmyQI0%;tKDwb6y?R&gHLEU|M1SUfT^T)<H
z?Ca-haw{7ev)yQLM?7<{F}{gM%#Np?nz+;Pqwt;>DW$LP;MqCyxE_rA9N5AfCA@1K
z#8Tv>O6kj04F>?Dg<=>`3I^s97xd?}nVY2^`9TB(nc``e#lg1ak;KS^JqxFe51-W$
z0ckK5K%gbXwDaIc(ofjY=?)#_2VWHXggVjDb6S19z+&i-&wTs#f`GS{MXg4wKl`&n
zbU-?-``0Sj%KQbwg27eU5N4D|tikbit^XCr?03p-UqN3q*A1{?K4b{rOJ}|Dan5CT
z^xL(6>N6OFY9Vy~6Wh6SnFjSfhn#cOJ>Ag?4PKDXsA)@Lv-(AHdH10UGbRyKMEapa
z^TH5Qk@K92(JONR<qW+dvz|nH6$ah;h4I}(VRefA9P1?DH3|A$gmDHGw?#cN<@)1&
zSvxA-Ew`H)80+uu7U%{%(QwOl+O7Y%yDO+E7|eU2+)Q<6#9G+1EW7aY#p#}os@03u
z@?YgH2fbMh?2d<~3Gjp|X0b*sxLZAEwo#+`!s}>*^_L*LFL^gv;_*%+8AdTE5f!d}
z<cb8>3>Q}5jgfloJ~9jVB#plY6DBwK9sS0+MJm#4d{&=Wjb5@}xX_V9X*6jEe{iOt
ztG|xLzz*8%(-zFO5OTVxpw!QSIklE`PuXDd_W6UUw-uDd*LTq9hw<roI(0W*roSGc
zkjbkx+_p-<EUt3d>6wt1P|**sF4gnQ8%lcc?QU5<5OO-foa2L@<5}Joj&=pLZ|pDb
zTqQ|F6&(vUdirJG=_L|pt+Ve|!FDOvY#H`#L0qS%dtD-<Ohu*(pBMp1Fpy7czPYwT
z+`R#LbZ>-%i2Acm_A25())8rAllQU0_A6f^y!c%aY+v2W!t39JQ1@?{GO%Vy!zGN*
zhGbRPy6*Z#A=Ehn4%IDt^b+x9k)EY+`t@#W5_KW!ljy{N`>5IiLz>>Dy?ZVMRE>mq
zK5yJ=gzS2Filgs+O{^2i*1y1sdOs&7e{zslKLg!SBlPJF+KHIRy-ap1)>d*#o9ttJ
zZctU{$ko!A5RMZ`zhmdChR`Jcd_Qyx0ShkE$L+&yvqZ*+Q0WG_Y#@$Eub??TYX<V(
zRW_G2hhpH&Bozi}J^Hsi9tw0aVGbhJRR{$@rLd8k<o#O;exlwB7TJXp?#|PDnf8mL
z#zbR;d|I~Dx*6yKE=$@wOqku}WudjRXv{Zjw022#BPq}Ll{<Ab45rE2HnZ;aOkVDd
z?eOhauiLLs8(?Z~{N&_ZddqDX?Y>(1D>VHYx}Tkk(_>-k5GB3pVi<Q7YY3U55$0;h
zU4sm|8*bKNz@JC5-6}LszHBkT8dl%#C@DZ=*JOvDf-L9X9sjbfJG>=?DieC*Rlw5k
zCcNxmeB~$0dcz0BaP@@cw;a}PyBv8Ry)fScivM)uuG5|CLOgh{2=Qum7l}k{>eae7
z^PZZVIKjcn(AiF|R%wlP;$Dc+9W&NI@e=ojj>~0?Z=T33{FK~J$Ge{sQWdJZ+RcF|
zy26U^u3i0er1ics;CDZL3N6LiBD<z>(3LqM2m34?*qe!hZi3$6H60;*ON4tTPB++P
z6R8rW8*071l_X7RByf@ZR@ASn4CIubCh}QfbPdkqrg$_zN=KscJ}%{hkUPq4X`Bk%
z`Vl`f?p)rwC%a}c>PoHjSw~dCT-LAh`tbhT%?^&;AJNAH=kZ9o2(h{Fh?|*vZTsVs
zy^L0>H3B7-vkcC}0XBC_4X{~>_9%NFbN)6p+t0NL9UdFDzixIB^`^2GK9_!(lJ-k`
zm{^cD;+!Y~Rl-M5da-)NuT9B|1QO?LsIFmoLZ3xW&VaFg?G;0q^xEjx57BPT9VWut
z$O=1T6Y23^U6rN#oVD;`!P(_-;F6SbI(OJq+G5+5PLHy8zLI~HpoXW*p~Bpg9w(>I
ziUSk1es{v;Q;OJo#V%D@ov@a^y!%t6wNkK4fnm7o{;6(eTXTc+l0BS!sLFWiqa0br
zq?;l%o-;Sp<(|Kr9hSc9U0H<pLD2TI{vA%<n$w7H*5YDXw@QwfUvRZNjBw4#z@fj3
zNLP@iA$<+fX?f74a}Iw#0N$7<DI|7_-G6Iq3l{*VX<jP|%F5g3m0XJ4aEAAzOr=>f
zc>ao7)_YwA<0NT((qP_g6SR|a^rO@Bd=E}Jmzv8g*QhT&=isot9gO=hpBZ(T#C1$l
zbisTj>r3hi;X5Dmf~_qP{<bHH&HYYxa)apDyu~93vL96D2dNpOoeJ|89%vc*kch+<
z9Cw!!;e4capR>qKEueoDQbip)s>b*jx$42S3HDW2CzL!rwcXvXUcCwhdM>I(Zj7`c
zk3^)u3Ym9rmBpq_vWlD*kA2*AtSV+$b#k`xwb~m@92~**q_yq3-!m=I>L)vvZpgA>
zO=a*Xga4>FT^`*G98^ri20z-jzTfTXvQhi;W)urc>HCV;ey-8S;TYZ#F1ozl4#_eW
z*Jdr{Rr2Y5EG4tF<@$QV6_rUQGlhu#RjJHHLcSA^BnPq=pN*5G)muqD{;sDyTI=2%
zue?%nove}jQH{XPdCkukz0V7vDn-f<*ZlZsUw<&Yl)TYxaw~uJQi#iWuJ)Zoc5t+r
z?SDJk#9sX44?-HCMUl_N0@515cRwFC8gGVxSRTUpT^jN)UAqK#%AUf)gEfN!PEFkE
zye3r6WqIJYl`j**acUI*3Z&JcW;77RV>M4ILfknrk}~tbevHbJsI7R1B!;uX=0;eO
z+qlO;{`ZF`%*>DQ0t)UN)k%at`k+5FkYjY?xp0@Ny#TIOp62FC^=eJNQ{@$s^WLYu
z2fYL%hCQUOErK(lR_x~HC0S9F=}xtE<7$fXl940sJ)+OG6>mJ|QU5MmJf2dbc&W3c
zB~X1sxFl85CIA>aKpKGEG<;EX^Bzd++=+Is0O(KvG)P2#tGHJZhB}!ET9W9SGh~oF
z!nvK<G1+jMFY6~sOAwNhl2TAie{#=$PXWlOZ<t$VXa~beI+3NY>YEB?=`V9n*9e^$
zbbsBpYC*{I(}qMTF4U1_Xv9GCy2>m;gpbg2gUc}QoQxJ#KkgT|jAOw|y2b>EWzt_V
ziXzXq->X|0NOGV1=iIj9`){5-8x<9mP+bf$orrxL>E*@L(c~;7^^9Qm-9(E|=Ob>+
z-OwVqK?ordjTN4zoCJ=5pdbKHZ*zTdn`*{i{`^EZ3htw-^u=seOnW36298N|Kz8qk
zJ=>2Fmgpw}oapcsCC2b;aZmNtd~Nm}%pB>Z73AM5s@=M=tW|%uTzIrntXOYIM&#Z0
zi<Vhaf`XmTUbQB~`Y!G`>i6M}h7;LysgT^iuzi@(6#eRQa0^w<!gQ5HZqko*#D3Og
z>L;vLTr~ui<Af@~ch-Z@pzx~hg@7EK1~<})?X*~Amxd$*#LBu7aUOtaQXTAW>+lL_
z=t>j}dY*Or#dVK!zOxHfu*5X>u0w?esb9A${i-3f8wzEDlZG45pltBo|GVeVm`1TL
z!<qdrZHzVjRo`>F4ZNoF-K3Y+YzO^K%=1TLG=*>q_ohE?f39eWIVtaR<TzY@w{GAt
zR!g_U?qGdTKUhist;o^!_3=-w9G(T$HUa-UZVsfmCluJjT^50kg6EqA69u$A?;$~<
zujMtnhl^nF^(<QLBmI~`OPtM2tc)rkO%Sq*<~vDCN%_5FH$n3ve5B+Pc^)qQSBhT;
zVTn#T^)+q}*d;<9N6NNk_x`MSujQj8``4vaqw}wa+xVs0&D~v;YT*DnV2&y}9s0q0
zLMT!%b_A}TLD~?=?j{c3!1~?#OjAEK4$s*dtAh-u{pEpigTIbP3(?mO4+MU~2Cpm?
ziSBp(<==><CRsgUi3CWTh>L~kOdvkR;p>MEy6}t{#D$j&u{uQhc8^Or%OB&YBkGRe
zy7`pquV*Cv_Zed%s7zXMhY49nxuAPq^#;cP`?zTtnqO)8@f_R!-mV*D1h-{>s1CEG
zod$68fy2x~erQ-&&_dJaR6v&R<PbO7LX9sHTCCw6v)5(dz=2G5<Q(~}Ab5cbXA(nX
z5Q+D)1}gB{6FR=WY~bN~j&CgkQU#C`*NNzVEUaG_gUkEj`3x(Oayo_RlstTgC)0M$
zGC5+njC;RRh~Obqja<GzdY(Q#<@<wagbF0_ch9pi%`qZ~zP26Q=P)(k7+(iOB|;?`
z(oE&-%IRaek=wgkAbbV8%IUN$!D$CDg#Jp|@5<@^qW|agGR40~HyzoK{^0{a7e8fn
zLQ(wawcD>PHHBk~!GH4M5av>*rwgAK3C8)1*n27kV9mrq*rB>|%kF=<Q2*_`oGlEL
zc%GC@o6GXsidd{Z5H-BGsSJ^Kh9&yJ0~;Y5jbBbSlAk2T&(p5FlThUhkd{ZwHvv|~
zha?GD%Il)aQ?q+v^sg-kCIXL7X_%C6WyMe}fxf1^J;S%!PZeZWb(Q;bcBxE{j$;41
zN)8R0v&pbB*^gWQ_mu%$9qPhWZmZDS@<X-u;qVnKR;CzOk<u-tSqpf`Vcz9RG1d%(
zTd?$o03&R07|2rp4Y?v3Rwm{@afujRQS3f!E8Q*VVxJ~400jQu*gpHb|7W!v@!&_s
zKY9Q!GL1HPC?S@M@Cy9Z0;R}wujJ*%yHS3<Nc>QPuZ_U|T;S)|oiUYBes_OsZqPs2
zWgFwq7h;-#Gc6yRdUKr)6R{E;IckE+x3Lxn3IS}bU+tp%&NO7sRee?oi!}p5$lkT1
zALw?5wMe$biN*L8z!xu6?Q46elKOEZiM#xOz!ygC8mP|nN=hN_bbnx?41R_DA3Jza
z-0<QtJ)9KKg^oxlt?Q1lG9gkw^Wc6q=S{<rz4hn&YHsXoY#z>oW;)<K4IvjRwaiet
z1{T(vT%tpTKmQnZG@K?>W1HBYi1remNzuoTAICVOvR)x`iS^UE!a#QZ>?I|AQS31>
z>?L$x->0ugh?v9s<<TIQn-%9%ZyHfVyVut8u!w}ju(QMkux#Xgh<tFD6EDspLj%%G
zI#U#65gv*MquzNn9C%7eLJDUdhCO+*arI|ce?PJj$_e{WV*RtP(jWZt6?p+1F_F38
zyvo;N?-BFw_^w|ugpLyrH8;Sp`~LK{UnvLR$qiXG_!6Nnba_t);c9sh2@{^fL?IVi
z%j<2~AA8Ke4W{XZd!iVAh4P=Rj5+nSYAYI40#A~3d4&35=HP#q27`g)`}+Eze8j=d
z?rEE2b{TO+;TGqVQW>FY5V{756deNmc_e?hlJt~vM+la!O0n|*w9|jh2{>t{4Fg&6
zAoC6oGrJ{BmDecz)5Io<6U`rDw4d{4D#ioPoAVD9dskhEME-w1Y1uD7w-@$~6kPcK
zwRf#?4Nqb(^1E1++l@kl-H-0nI5Q;JM2Hdw?gnnJ6T|zjI+$~^W=O!fRapyYe*Jwq
zU;7caC5dm719KP2-66qd8FpC#(j71N6pDLIr|Z8fWBs#ex-ejnh=7m~)NhVTD$FYG
zd<ROu1R=k&=59p)b2G^M=;4v0!e=ioSz$qCf~wW<E&5?jr}57;#EHUx(-njB?5{zy
z!L`vx0X#VPjB@&h9F_B$(7)Rjc4GqI%b*g;&x!%Tp6Y5=S2{?=G$IvavUzF2h*aQl
zK|et);um-kzWe!x0)U|iFcu~p3kV3P_okfnL<}A^Q!yU7!^1zyii7xT)jD)I5(_0s
zi-g}kd=iiUPx!B5InQ-3rpUO=0TEwqP5(Pl&=UU~r!ly7bM!r2K{yZOVcBlVtpo_D
z^%vy?0;e}1`(vk@F?B`KAWiRoy?-tjo4zwv^`B_4kcy^9`G4PUY-;k_nqLPHX6N`g
z(rMkmizp_uVy7230aK@S?i@Q4rU~eOLGx<oTm>MQfxkLVJM};KE9q(irqBr-%%GfJ
z5D|Csb<JOGc%7*T)kdr|`VIKSfZ>hyWsZX&z)n*@r8;8;Gw$=l@yOWe+0o#iN3=*F
zL;YeQj@?*|2XG7ej*8ch!_BF;H@3@A`RfYYe3S>$*9SB+3yz;|eWCiBaL2=G4P#`a
zp&0_IOsJ#KzNvRGfhW<yTRT4vvPUBXFUU7Bfu@6-C1rOQ$4JpoI+b5Ob{E*}pyzXc
z-5kB14MyYt)5=cb0JM;Rh!E0tS&*|k{&`S%*^@v7Vv7bOisx|Hi(&*>*qm<to*m`)
zn}K7!+DE|<@T-kymVk8e$O-$%=LJ}tx{ykLal|1&QeK>A-(`c)LpN1Un}VE%?q92n
zjg_le*!nqDJI5Zne;@te8qtQvn<)@HO8G~t2MFtB>F};6`lriBHF=`>f&FS;DCI3!
z7#xv)tnH0-+#FmHa}?8EZcJdrcSkhJ+*bjMRPujrURJ*{pL;1(>qjuTv{YB_)f#?!
zTo;vEf3#5yP+Om$+q;vsnXTPAWk>VZ?ybJMF+{2p^82FxI}yR=+ZuDUoPUi4ra#!f
z;GiI*A3e}}^}~DDVjB+RGjh(v^0S#p9s7Ri*Do(MOnhwA3e78JV`fCEwzD{2eL4yo
zTNQAW>u@P0;O0+Xl0wmr-qv>?`R4jasCH)hRHzW90c`>-!Jjrgc?J2wga_>rpRF2H
z_Rf@@=LvdayDc}KpW3UILa)-bUlrXw>JrzgdSdEP`xPYlQ2f*8{2na@MH92$KHT7$
zqRfT=_3B~{YfM<^s;k$-&+uQFJCM#*1=ISM3`QRmzuK5yT&P!$_qK8Or<O2x1)q1g
z2_0koTo1<HU+hri5ev?%cq|`4aN*XQefI@wR>t%f3o+yZ8`g+hBV9hq45t;W{a_1R
zh<B|WV)eE*!4|o=oi$_p5F(GcP9(+Xblm)29wz(Cki;C?fDl{Zz=%A=lCaRJZ`XzW
z)rCn2psy#r${AQjJ;(QTd_hT+BL3gC=>7Rn*qe7d@ARJ1uJ0U~(Gz<nLMwg7)QY=^
zmUrfK3X4c=?7fY0whOB06Cc`yP<Lb>`6%~W%+JoXN`PxO_xMTL7^wOBQm(m6TedzH
zoWX+<m>z=?{_Mf&i2-j0jva3k*rp%M6Rj&d-Woi}UM(b~_JN+x8I!gWzB@yOzP<=2
z^yS}*fjRt*`1p-K{tK;S_x{sUN<(KE7{ZTv^{ZZPqSC)WVdoZNEAF39j4FU7a9Z+o
z?w1;EUr4m|iB9gKT=80{A8osC|J7~ju+%27UB~X8n6FLm(7wqz8Jh=g9ulh-1a&#f
zT_$O%-)?4ZyrjLj5Ai%fdtady`qb#*h`T(THr?%y{a!*SyE4t5kooY4XT`!E?9TgM
zG{-rM2`3hJS<|bNVnx_wd$zk`@O9&rR(3r?<*x)Rk>idZ4OHN)cI&OoYHnCdBhUcw
z-;aO<wj#O^MxGBP3Q99_WkH`BbaWzJs{3o&ZJB1|e=5nP@B0ny-y`mtYpS@*n=bmN
zNE_f&gf|5*zsr{EreAj9d5XkUz3~IJ>5fZDz22SE%h&D1r)SExlV2}B^4Z(tzBJCS
z;axYrLMuS{fFtqhcZK3eZ%B@xFr6P1LOrtcv8!Rhs&-qYvRnRI<&yiNcRy_a6m@0)
zl{i9cU+;G{VU>bfo|#AO%2p}`Zd}y6-Fs!XiIT0PmEZ58L|3ndOMKsyxX$!@VYMIM
z#5x#`!!Vd$Tt%z@0f}E1ef0xH`^R^;T@#w-P{Jc3x+V)`3I|(tbHzWwhq(YcSB;Fl
z_!B~2BtpBm(c0J6`FQ$X_C)nKL-p#rlp3B@nxUHOhLa+lB8Llpb5m&63#xZ7|1S}w
zmcx)?o;+ZB`eZ-F-Z}{cW3k&rA@#sVIXO4(&ThSkQGH(QqvAVMDE)Hd$x-Fm4rO^d
zhfG}kLfZOCncu!%^6M)bX-=uq@z;xf`+J+|ayiF#A%E;sSjz0z_32bOIToN>0NQR%
zDqg{(-HZlq7D#%-*7ZCcUqf2V>`JG?Qb*G-a1V()f6=<m-X76aY+A67e%?qsioLq$
z9>OI*uc8e1C@E;hBuSc+Nv=M7LGZz*^Rz+(Bl1N<Z{msxW%ABiYLH|%4C|_jPc@!@
z!iLhx849vKNW3UaAKP3ZtwsBubfE=F+E}|?+*5?4FCMUh(7_<FN1|_jc(eT7^%)_;
z7cZbDF#=t6lovJUy$gS7R&|6;THuy>4wC1x6MDwxa;KAYooBmYcq|ol!9Iv)pG2{>
zaM_MpzNZUGoJJm-#oxK9p0-sT9btuj>38ZVDZ96?yElvj(-*A%oN?~hSE{@27SWvZ
zW2*7y6|S{0$zD<gZT)71_F-?<eF^n@8e47(Rx<oA)9h^b3-&I>Ag661!}2$FXv$WQ
z@uKS743fVJBudkbCsc`E@9WG>%|-&;8?p{L`IT8^a6fIV+P%_hbJ}8zZ=}68?*I6q
zU_8UeS$A#-@&OyOZ<b98<Fs9SN{i)P?RCmMzhx#|>m0QEIX?FALk`av*Q7OhEQd1p
zzP2rp@3`(bj68}}G%+!bFBq%XyoDCllE>S;ur%;UvHbI_OV5`rxntdWV+EU~XboC7
z4g-hAwbp$W$3-o!@O_t$?}U?gSuNU0MoKt&2c3kE)_S~8g~k<rE4jFE=;Frrb#^{=
z4p0u0U3VT_h5RY-Gf6|z3xsI!cBzgAQeb&}rH7)k@|*3O$GgIbx%Cpec@jB=xyf~f
z`tD!U%igO7>($?nR@3LOQkNka?~<&u-~5pks<ouxc85zQTJ@LeFa9ZRsAP~$YXUdi
zDML&M1rr*`ccu2F;yD!><ZvK$z`hhI%9(es*c>YVzDvVyd+kxvoSZrRpL$YdB1W})
z#(IQ+o(w{37;kavn~2wr4axG8E?@(at%u#-8g|XAM4S_z{_4u@Hr#6p)Y`?<1Uj8x
zZiH4=iXFZl&ZU-Iu@n$}UQvp+OB)i%8U~&2>b1|bp60$t!XHy<vmH!Rz9=TRV#99`
z|4Pz|o0YNJ1kGhZ?Y-Z)xgT+o8*NX)zTF{Sx)8srE9K&)Q*4{6oc-xby8HC7qi)Y>
zHQnkToI?)5rBxnIM+x?0?(eRjjZw~5de2;X4?UAZ*=EC?_PsIf+vvFO&jNxVMGAj0
zhw*zkU&>|dZ^nqYB(e$m7#*u7OWi3gvGs4qJ#%kS=z-aWa5d4u2w{?Rw=n+28EY(P
zI6X~V4*<I@7k%wI30Sz^b8|7_0uPVH{ZFS4ukK21sQ6s#D0&(0Tbe2S!f&Fjdi8BJ
zL6P3xQBJQoUPO2;bxzz2W}ywu*oUN=gGQ5{=!>Ex7HtvUInNzj`d>9|ownxu2XYNm
z6xgJv&;B{|Vw&SbglctHjELAmEH{hHDwFr?CJVU%vnrNbp@svyv_hyxL!0`aNBPwI
zCxGWAN3rQM62!qd$K)uH?Mj6P;j*C^Zy#ms0Am@oYdbK3Ab^{}lS-S=`f!AM3XhO*
zajf<LfHg;k<#X(iV*MLoEAt|&w0)g-93-Q69=&qx8WR)Ar?naPvfR{$cE@g+VCraV
zYL$0^LhV-R^(gC4^oQqTUP&roRz^pR3ZOXTFY&Ocx9h!VdO}<I?X{w~j6vzExYHMH
z3Eq5s*_%yBeBU}hZG))%hPBId`$+HNqpu<IZ?Cu;3uxJWRePnTGW3H%d6l$@#6}Ij
z_wqqY+G4N7Ynig?`%`(m>4meb)X#M4cB)z2EZx1KFj^(I!Ha+TSIW`h|Dx(FfU1nT
za4krOaA-v7lm_W;kd%}VBm`6%>F(}sP&lMC(jeU-NJxWpcO2^O^Z)<My?4fObR1O9
z{=U7}Uh93Imn1YioSHxcUbg2=u~_u-v0Gd?LMO1lN9$RqV5Sk!j$}R>8r$V+Ui{6h
zdg`CE`_i@$;bo$ecV{Vb%1Z<ZoS?@F{`;b1;mo>?5LD3e_0M@3OA+k)@3`!ls%C8~
zBV2#H6MY=gT`IW)6)5sr(g*4dyDt*FP_C%p!J2@c^$m90$#e98TA(jSEd|HMldqOA
z6BAQ=)DpWm{Fg5e*h7eHLfFvnKu;5pTJSD=NAvQ)vcc*QCc6(7!hA)C0S0TB<o)4x
z*=sO*2>}Oy8wp3v4BT);Oh&)epS$HBv^VPeMEd+kH8!#%Cwt)lD=9dlOZ=T8NAyfi
zd`76)u@zakmgwHPP2kZ{F!Om0sjxk+t#Z-L%o$u<ob*JJmQ=6u{tG^iQN%0!**H|}
z^i+pM{15P0a1XV)*4jzrnb>EP)}?#4G;pd8HS$2lwAiL!&6$60D>%GjUQEYUo=YTm
zRi4~JC>mD(Pt$eLyRi{$1GOs!H%CFCg=Z@ksN`&i`3wwW!+)(`>2h-;^F>x?T`p`!
z{z%@@SQTdB@e=6Ux?66YU`9`E(-J^M71fz*vQ~=`3O5K>K=?T7RbQ=juH|X%AE79s
z=y;X@cCb!LR$x%-_zap$PhO_C^(ZEP-Tk9*oum%#$N=7ZJ<t)9k;jLK#&i!n2SM*o
zfKlIo<R!RR78;Rpi~x_Wl#~=?ydHqsS`RkM;A1U5aCE?j)Z_3OF!B8Q;N2Biv%$K|
z^wqVikM#AKw{`DFen~Qzz0#;L+*4T$j?8GJG(Y*aEuhhdy?3viVPQjzniBiRpzh!f
zOCcX#R4Jx-mi;-`vYk3P5DL`Gc(Z(Yu5WbyLe$M>c#V$JkpU;lawZr0-ujCt$-#%;
zW=XsY<_qI5)GO@$xOkAYylXdzTl<FJHMkA{WRtA)PmjY(_32fChPG-|9*?{x4wyN3
zCN=lQJfc&D83ZdH@O@x;%31o>PYD5j>~mIEP*ZvDg|%Aoak7tw-317!+7rMd?RgM%
z+1*|;YI{G{_E$0;OZnK~Ls9L(d-w_>ve5IOfbYJw9)PIsh=%9L^%}D6#-EB=F}?jD
zFeJqAu{&bzW}0Ba*>9wKi`T-+Nh#;mma)fVN~Mo$LTsmoN5@9me>J&ai$IxzmFG8-
zbD7synSU%lJv2Z~ksOtW?OFW)t49a5-70^-$7l7f`s>a)DYs4Y0q^QH%3l}2@$eB@
zv1@*<_$2)Zgbd*KiMQPzHXE6mz`c`Sz846@CkFbqvAu5sWGxP%=KLMX*Uf!3CZKH0
zh8G<QO~d-l@SW>R23!Ww9ov>WXH2);bfEWuTntoIGj&S>HW+2UYp>E1q77o{xDN}>
zr@HeP9Fv@@@NQ_q`!Xmms%;4?qcQT+B6E%w_0-Z!-7qoGJbV7F?X{Mtqh1^n$JCtN
zyuDPO9#q|>{&@@2dk4Z)NAnxvm|2YemhR2)7#}X4hj{696TJzUmlSMDWUf~_dj%P(
z86Iw3S2z)@7Ug%tGmdx>W{Dmb{onfO>%*4DHS<<iq!oI?H}~&>`Lbm!lkPLzao9^%
z)V=!~;6LS+?2O-Fa!M|1mQS5WtTEV#G&VkzdURv@t_X@;5pJ4z^lBSlsw9ne0qxC_
z4rBy#J(H>7b5?zOOnRNWjyi0k%pWrd6LYEJb1M;M%k5cRykb?Sau4^=4e5^`E|JJf
zCj(q$8=q1}E!iz$ff9NE=@&2szlji8z|4UF&u%<-P^$#3J?oWb(J_#pZ>=+iZSl^<
zMb4LoKA~11<M~Xx?|uCUxLmzWv*7Cl!EUzVItA>7Hj7R7ATJ}_S;#vLbT@p!c6MVs
z?=X}J?!k_-h1(W<+MeziPOlkqH79>(r#UhS<&8~h=UBEK1R$$m87%!+uYcDy!9g|6
zd23_}%Ckkvfj*VNIByM4Yaz)L7h{{Y0*Rc4HI#Cet<84!Q|{%<oi_sug(cPvwc36z
zEj$7P_QIV#Jrso9RGW|G9LS544>PZeH<)J^A|k9NlHG4C;v_o~%C6fk%4oiC#uB6M
zvpkcwIUJ!$SS}}hH}0_c`DnxmwXN3E$p|<+K!^PX0sgx1Q7h-{6Ai;zfO|pm;wxU^
z#B`$yqz~Uxa~ffNLl|G+OJW7n6vCNL71j9ba5L$iF(|fRv%n@dv}dS)8??>&^k}=X
zrN32WZCY<s#jDGGDw+6^p%DvjlJpRyXL6{3<RZHkxVruqn1%6s94-`37A62SqLR`=
zoyS#h6j=(JKCj1UCP*^@9<9P~t;^N=x1h5LIQ5ndQh0o`%}CYN)hJjbY9)zIgiF4@
z^-JzwKm#6NH^YJ9xyJbbjJ|=yk|vUQqdTk?)HhjTIL53NwieIZX??qN{tFmsb-#dt
zqpG#JzWOz24lKgQ8Oj<}-%8+TEcVt#qxGO}YkINLo^B7$W<zp?*Dlapv)MX{Pl@R{
zj67)E>Ie)-J%5Kf=AUy&6NU|ngxiYE%{QXXa=d?|$2XLHZx(!!`ec<EZ+mygx^)#4
zTVKDLGAu6sxq4a0HRI|sN_rb_C2tUQQyFe)tDK~#<nYb5;sNF}-Q$E<`8iIR%}te^
z{eJcpwsKN>G@Ch<<X#HPmg$_nZtCFc=X#P3dowLpDbO*GGTnF;G!}yfj>l+UUpOT-
zf3OS+@9zq|7&Tm2I6v?T;&i=$y;OVd=Iu1CKP_a8Xm|g*rqXVn`=|P3;gZ{I?>YJv
z0^AH@r22PRS*rmXE~Gcd-saP>rSNDxrfIfF=1wqVf9L=AKQ-Z-;<=CId&KY}jRl-r
z5}*EeZhag|8A}s#IZb3T?TwU39R>(9T7%;ipPIjS;63T<>)V4-b`5?>_ys6>Ad5p6
zAam?}nDxsSKuiU{$+~>Uc~5UI;O{xlUmk!r&Anb?V#O6OT$-Kth+e+@G4e8_4sd?P
z5y7{{T8p^1;sxsSa?W=Cx{sgsoQjGUgw8TY#@F>md5c-o$mH&iqmHj13X^(}Q_+_}
z1^d~g^&T6_-r@a6{@bY)#(>YOn|D<^+#xL@HT{v9&Ov%Ak(MmlR|Di82PLIT!Sm5%
zC`eO>EhE3z3y}%CBJ)gE{EIzHKaD0E4lm9BQ}|sfI=O5E@|Q+^#!3*LesMN<Ta7G>
zX4>i>C!tY{B2^28S;F?`Q!3;siMt>qGI#Bdw_;18C6lc{1nk_kXfQe8&i+PRyb{Br
zXb*E<yLO3*Pz_e65X4g@VhYr7ud+kvpzO!x&xW`#_YBr`Rn#?UN(Wx+xY=g^t4-GU
zXT;i&Fr?Y^u+r5N)<ymI_7Pq*AH&zf_&;@o%%scywLMF3y$3MKXYjHbRha;4fd*6s
z#Ov&X)DK`4c^qv%N@ms>g*EdX9RX8P+owtTOojW$*lyNyVLu?x0=<hllvooAkJAAL
zNNJFW-Fnem(AfBe6%|3m3Iki>&!bsLyN}Pr@9zvGlPPITg&DW@&jTGVK_D56a0@`O
zg4^HaUHKp$=;@q;R*q@~Yo9wad?5S0y|hM8U(Nv$@lAcY;llg*@{JNor_0}*6$C8g
z0ag4I8KN3#I=uzNWI`$JNy%sUhIQ#}xglMTTPzP_Ohj8`HbOQe@6KwbRHTh;Myv9o
z$}ZWqskXER6=20}Jl2)n=kJX!6{7rS#T}<EBQj-8h^+K3v&mHn%q(6lJA^wb>=J}9
z0Br9WlGY|%nGaW=Rj)2DT#vK{ae9rNixp|U`P+BiD)7CM{-=f2N2uz^S!LD^H}Xuv
zl7iMdpVhRD;q~O{iz_9n9~S&gE`#x~vms=Bsno&t(;<Z|Vx<YZyIUTx*}Z~qc3=Nv
zB}x@l@^%$uJ#c+92x$IS`-{z=&Nd0b0vJ`o!3pm&Y~?lofO(3?)lR_2%531Z&CR9M
zUv>eVL#go>V%`hwIBymNaUft$i9){)kHn+9odT;6ttPtf#E)fy^Mc3y9FWyGzwfWn
zDOTdnN52%hWT1tcO7Iy}vlUduz*OUZS6{gg;9iWj9Ra*A02M(#r<leH%0?fs2cE?^
zuWL7e#Tw%=nK2c`f*dK}cpJ~!7f2bE6WS&SZk>iTq^{<)+l4qaG2S7a)$L%m9A!j}
zX6hMUSSuT$>y4OyvCbZxvun2R5^P;NkVLiS8uCbY^qj@~*2=v0<^X?-R*r{YaxO!3
zo(Co1vlsuX=VB&rJcn-{bidpV_*oc{s<waIIeTrq3A)QG@WE}hpT*IRO)EYfCFQms
z#m@#W(`dE)jrF3Gva1`UR4LI&*0Qig(%a%Cm9bg3<yV)2l2h=-!em>Or1mjo>-|~3
zbYxm`4a@(Q5WJNi`8mFQg@V2d^AoqCsmm1sZ>VbaZ*Z@vg5PUEZu|NZ0woF}p{{s~
zkY^MRrpux%{y*JE(m|<aKAIUOUb0Ffdk5N^vt)4g&<~F*B36A2F$^m&itP65wFr_=
zs)~wd0}=s2yAe;c*YttlEXBy16c3O3Z=4c6zIjB?S6LB{i{1GO3YN3V)h^>qh%v@(
zq@_j~4Qah2!*pWzU_66{#^e}CKuwsOyywAojsXk?fE`I0*J1x)4MqhmAem%r=$CG$
zEU5Aur*U=leLU4#esC5|Uu6(J^BQ2g?`?dVVN!^-cOlh>qsQa*5O!M%EcH>}UF-J0
zOcLLjsow7JzqB%}qWSu4VzYH)DY%)-hLO`NKIz#(=|=bY;=4<G9{WbIDus11P9SQZ
zI<Ydk)H+^bhU-bq6<}1pjlukHBfZlV^)x_NFV4hBe>BQR=Cvaf!*)!YKSW}Bnu46M
z#nb(@gN5-xd1lpFo7TQlV9A!T{-j0u!$37z5Fy*)->9hNB_mwaPp_^{-+k&g9Ib*x
zVM2pAmM?#s1c^tK1{y9G?%)TTfiCMaWgq}SU`!Q7lBE*fl~>1;EWqUmLdPR!HH<8P
z(JN<1+LaXLNl_Wh)!VYC89>yb+c6mo*{;-FTn-?b7(RqDjFBj-w?NB>LM2h#fq{_l
zm1gX|K)e_FkOauBKNE4k4E#t0J<Q}ZMcF?qnJVS8{p&AajzcaOcw?>#B*K>q0>jJw
zsiFc|i;okuwDi=u6^dqNz?<3A*$5Gyv<3MA*O=gB^7*7-6Y>RKssH<^KsH&MctIRp
zJp2X!rScdpv*J)ez#fsVX`9K+e*4ObWRC-#+hXF<OMO1iB6r=II?Wv!2fIq1SHoMJ
zUW4X~)g4gRuJ@#Tngi#5Rg~yI(YUb(<d7Bppz{FzKxYL}IzM5=)KUyN17Tp3QKohW
z7X^m)DI1&XCOg<@t{n9m!Qx*tfiuOLiRnEOjmBgRtK@E{jmRvWM-%0o|EvbFLB%qH
zh2ztA#pXwQT76A0n>6AOikgf|sx3>+?}$i#SKf6?G<(AO%-^~I?zz(ye!$p+13&Ev
z1TW|pW1yU|pft-=z2i*z1sN};>u2My=OE6^=VpVrY*GghhUarQ(0TyUN(;maw!wBw
zf%ls~^0av)S%1lGE2~(ekZW8uB*b{CB=WcwC?Wu|P7DxXe>TTnw*Y@PAdj(K7Qn;W
ze#=o1F83t>(yG^7)py)+)T78^p&%I;uABRHKSVmuWLkGvL~(?nrtsE?OWNJ}8TP^S
zkNIR)ea-ogX%Mir<$$X0Y%+MmJPFJeDv-n{Vh)1ahU<NrBzxa4O$eVFEgL*ei3BOG
z{GrG+<D*Q>@Sro^<YQl;(vz82TzQfpaGgB=Wya$sOGSjC?C-dd!N*asNN>O*sjGj4
zFVY|2Du6&f1+6E656ZA(Sn^!@13;yBR=I+hb@vj!z0bhR0zzy5+4k0IZ^-cJl$?YT
z415faWWh)<h<<3-@2R|6X==Ti59QVwoplp%A3y(_83K0HVx8VBCp#hS)lJ=;jTdA$
z@lI52>SH+7tzHaU{VOo!nXeKtU*B#j|LD1yG)fmW7EXq$t~R^|(j8w8FSJNWR|5Zh
zO0__AVW0%Xtm1N6Y5`cn-`eXSZ0{fdN0j8X<@icR0AxF)512uKJozl=@owv{MNUw9
z)ot2mFNC4VJSkN9u7-vNpNE^ioM@c|B6I`;gDie~YF=I-oGS;+7xw3EAz9QM9LIjB
z<d(m`A!AWqQV3Vdp$lnQS~4aF)MB5M8nr(FJQ41Ay~9)qC`dY_Y2p>%<>S<hI_#>X
zEiOF9OI!f{dT1!x3m;d_xUW)ez!k;#-|<hIDID5Y{`0h;@rbDWPYR!pg#zZJ0Nby4
z8%K}k#$6wx`Nc&q>zS1ljJ|Fl!0kw)_zZi{5eZhwZ2sCcDpklvxTME^qKVEMV8JK=
z_tWlu)h$SmNtu>8tr9{AFNqr8m{I<L?NXqP=Z|52RA%$C7t6c$pXLJb-kj;wG_Cc>
z1|R?&uzOm&A_68go@^zDY2>Q$HXgXjVvZ!cI1t$KaV2?dq-a!|rF7wyv)o@h?~!te
zH?jO+wy;{a5fIC3bTa%+*?i&6=~3to-v@P?HvU9Bt1s=(NOt62!hrnzW9D+DHQIrI
zymy-ZMnq^O_r6Xq&I;=q1r!mq@FKzz6cO~|O5UNr80GQNo&!^fOOVret|o_u35X=2
z{1{mJQW#Fe4c-z1fGl3Ke%yZ1jw|$Pl*g;RnWN^THjjh48IVoqeG;L)sB=twBnF@@
z1U}x5Rw+dy0|XU6e;9#*|5mogv&mm3BXUULYkpoR)g;k4HDA~Km_P3ufmT%DQK@bX
z^!j~ZV(0mNo6REd6~e7-8ZOXm!Jv1V`>kA8j`U~Thz&S-051lJN=;vjm(S^K06@=o
z3*M6g65MIHN=Zk*FP`^7>xAvf_m@Z8_2TI7fssRpbJTBx+(|Zq^i$?f4q%sTF~rg3
zNsW&`B)+JJvr4ZOf3=4FnYYvF#im1A<nj7@l3H83G82~h2}rJ)+7y8uK<JW1_dD2p
zU(az=mx3iDBgET$aZ~KQ8kteBha*Z$Q^L-0KW@D9bv-$<@hCh+7{SlQt8Lmw5DC0<
zMak9<9+QQ;ZnLB3t(*t(1`ayO-VSmdByPw5fPa9o6?l~{0^LNEH`1fE3CNl1sRhBm
z$q?B$anAH21*j9yaT6#o@LeUdUZ^TSI$^n*?iYtq8xw)c+#D{k?y2F9oq^~8x($#&
z=OCelqY&W_7817TAkM&Z+Q4gxW$`sI0s0Q^KPrg#ftgGXU!8qNN0KTo$Ga_!hR4E=
zTY<Zpocdj@hudndb|31ONH264Nwh7nv49zOmxFhz;CJAiGqIyETb^6?o(DWN`qUB3
zZ6SL^o99(UnN1qzd{;GQXxo@_{6^A9W%lOg&_h88Gmyvq=PI>iF^X3QAG~g8S7xSN
zyCd%fY9nk8{(v^vXWRzeSeNSA+VUZb3H@@u-k<1{M7J!TGx4mR)NfxczWaEoLddt^
zOj${L0FB=nYOT)w!814M`K5XG3)_*d-YxJA{YU8}0G2+7&#w~$6fQ^{3?KK0g233^
z#l_%l{83X&U0+RoV#R$&pqCDY;^5rO?Wf-)C`ckN+Pb{C;0x5x^JOmvM~{KIlFzFo
zI|MueKoI}%t~u9RqE4!QYpf&o<??MY;&0*!_okLKaZH5gYakx*|Gqt<;@fzD%~^T@
z;I=4f)!z3oz$wJwIxH^ChVeXd+Ag)Eaa*XQaUr+iXxK{*ijPpDDXMuN^L)F&7mg;`
z3qf#u*A8M9{*=F;U;P>_DdA7z4!~=bXe&5kcfNNz<pyqm%tXewZ-dU+ZLdZ~7RFov
zJQBbmJqFSsU5=JgzY`8|35Lz#>m5f69sa_~1cS<6uITIJ1~N2{APz+aXTrC~9nZU7
zc2RbntnNN9l^V?!@mTE)0%*<-g4}O5vNphS&j8@s6j1}_ka1KgRv!k7H$K#qDCdA_
zAW!BMR0k)?!tt3u>T&nBNWr#gV>c3MZN!h6#I)TOJydX2krMmq(of=INbh4F`qjWZ
z+lD{#-QiER75Id!#N_);pk(!0Q|OuF+z3I^W0je^%BNOZid*MP6&}8YBzvhkV3r*W
z?VYX~{^ilWM7eeKNxQeI8)-GpmF2sgiuNa|n{{ySQLU^|`=1uPznBb6Yv1sGVq@L2
zE4&D&{iV5ERmrMjEt(`eqLMugHCKD+i4s`fsrZ&~7GyZxv8s%@S<`KoTP&FnCr6j(
zm#kr$u2=XE%e&>4ys(~cWAnw!3GvKJaTC}dVVq`bm_rTz?G$s7@yh+OO?Qv@<r29n
zn#AMg?t#ghi2}Sb6gP$c=OuMSr!<!c6corx4z^?pyl}eP=k92mD%P+7?+~s}tPKY{
zkYqY;4*NwwJeNVtBbFTZ=Rb^`-KuN1(nAS+I;M{gp}U<lEG$aUYy4f`N6r*e@ReXI
z#W&;kdAI{{Y7YR<$sa?uUbG!F(&BbzuC6`-K=0$wcbSmvXQj;HKXt4^zp3KZF%-4(
zEqk7UJiGm=(v<P(wZ~3TO6g;&JB_cNozhu9qj4m@tA%3{v4n!2R-5OIZTtOC@Yi|1
zXFN~Vx9OnvdZ&yh3R7|yTzLHyX0ZFuJ0TUp%aEV45)B^8_CKNZe^t=&(1GwHaLL$3
zRFZJ<;ke2-TX_Q`%$U&)k>x41!rqorTgjN5u!0^Aw+h~}avrU0q0GGz&rm8;t-1W_
zBiW$(Vx|km>-E{Dfn5n)x2g7C2_qnEKDXXVVNt1IyRnV(7olRu8XtI4QrFsg1DaAm
z?V8L6_WPZ0X_=bw@YJagiVfPwyYQ$&Oz)LR84D|RU8}Z4FH3`=`5sI>1G2^G{H?hz
zvZm=$%hnq7h-YHw|2Drtj#3KiUuneldg_M|svIQ@%*~Wi3bNS}sQq{8ZGrEMp_i9A
zbyMWHT;)r-#lbEt6?cQ!^=j)&xJ^5@^gq#p9sFKXaD#|e1OyQz+zBK{s?8tME~o22
z@`+sU{|Mp2r=Xx9Cawp)k5pn7;b<3JTOOA~gYGMdkq_T`zyOh^TUFCLHTZ4hX~16y
zdFZ<T9;AmNJCvSLSa?C}gh8_cM8Jmfd2VI7#6GQsAa+cbzrO`3Cz+yN&zA-p`o>Lu
zE|^q($nFBCr`2K;4=*p#50pI^h{T|tJ}qxP#M>Gm$Y^U|_%?_C{jwWMP>{WH5h(D!
z>M5Etj$^AyUo4tvcZkV16{={QXT;IA0B#Qm085p|PfgIT_WuS1(U9?4F=|2;&1ex}
z93w23TIJ(g>Zn(R-B{bq(1<f@(Ak8`w=;jQT08)e@mTB6*6P*UkRFdg`vmu!KCu{u
zIQ;mF$G<}O$MhwwQGB0<+6W{Nm|v}ENf00q&Xh8SG9qdb=p-uJ)h9|am0E@SQ~F~d
zek;T9uQtL(fPBRNORPKetol6$#ewzNxkpAqrV@if#>e<!r6o7lLE5y9%;mIUrBU05
z#{>^cl`Z}Jfru)Cii|eshr;O~1=dUvLr#0X77!)-!`%9<=qn0*qlzP_|5#_K|K*<~
zEiZ%GbamU@6<-0Fje%jK+jZg?L5fA4i}6poC!wirEeowQWCHkEx@+aOLX-MFMZZ#;
zE&kAKWMyTbD=cR_7n1!3QwQqs9HAK+Kd=uIGizhLq#@(8`D1$X4*Cr|poB90_h<V*
zy2u?G+ej4u&M&8WjSpohT(;@jF6(xbaCn@Y5cQOj85z0u1~3fk&B<(Xg_hoIave2d
zIXFjopJUt<B{uI&9t*w*+!-38NF9Hx^kquNf>p6qH?*xGLtWcLV(Xdc;1ci}zpsAn
zCE*NivNxEx66$D4{yX}$u2r?ds5s;c01j(~nK=Zgzd=X%Ctm&A=sZu`FTqA4b+d}j
z7&oPXwI0%)jdqSdjpHpxy2ntK!*`OBogFP41t5f<Ci2na#Z5wg0a)DiVV>ClfKK~#
zVe^UOfiY|e@bi)I;qHh-*n_X7HMhFM@C5{reO{5>C`IU}V-mB0HWcxeYATns0U{Sy
zu4Eps&B8TEq5w>y&jy(^8MV@y>sTf*+zOpSm6u4GKLM^6R4Ac+`^)WOf3nr*N|18Y
z4>}H4NqiT(I(%nUUn7{H^vHWM(jrm#U&j&>Rej^=5B;ZKYYBNlVXzJWZh5J3&4fvv
zyVXS;UZKJt#dF$08<l0uSCl5F=$$iOC@>7S$xm#x(EvFryV_-1srxiL-E9Ts?OLhm
zAM0M{p8nT1`lF)NR`L<M>i>+h;_IFC^9*UeC|Kx}m(7;y`(&&N7>ql^Vjw@tT|`7<
zGFBV(79SaBL-N(#cBzX+qsw+CtJeVF$IWev$hm|~Jta?|Y-6uoz|mGBhFSlYvx)B9
z;zrheQdQW&R(49xj#)5Nl>xiMWIOy<9F5%ZLPL3Ycjq-oIU94)E~j(6@|lD^cl$Kd
zzN}!C2wQx{ZoHkQ-`j35bTb~Y5AC9>+JD*Vt+jj-nl-Bu`DHWIuWNc}Y3j-)X6WO=
zZJWl+#!Rot5{BSYzQQRde$YitNomXt_@_Opx0<Y9`qx8`^#mJc%d1LJv-jk;Su|Aj
z>%hc0@?Rb>;UpG^Ofo1fTYQ%r;^u{++LhMWE{k^i8^<CP97#dt<mseC0IjeZWl+}a
zBJdRdt@oP^RNbflo*sSI^nUY~;a}&vlJ_^&t-#f#l^^3!l1^~jKJ0quoy4ru`&6eo
z6JhulxpvvR6Qf5MG2&AyBq}1Rn%rJN=lxKxi~Ya&h?s475)tz6FmQr=B}f>%u@HOm
zq(W43M57Rp?AalAZaAYS?T`2DvfTkw{z1}6bXLT*#J@n;2*PKqaq%a~*w4<BbPPW&
zHeCQH?ZZj{4!j`%<j`%K>0iQ$*~y<EG-9ZUM*`4qt3&__N5GiqtrdW)a>{1oi;c?e
zDx{0P{+7Bz6!b5l%7Yx4g8F(T2!e}ILj9JZx|3R)z%`D+8MGbjJY7R=0G1j=YVb*O
zSAIR1(;`ZOj#V7h-4L0J8yz#eu<=9s28=F7Uw;aHQJy5e=8UbeJw2PkOyv#S)@t2r
zto<!kw&b;2y;pUyU*qAOaWl|7@`bMZ)zk;84QP(dN$kh<;Xl*i4AZQ1wwAwL<|s(h
zCaykaEwovwKc<jrYatPa3mGfkZ2pUBzKkd-*353IE{UP}0y}+O=9;f$lzlKe{Bx#J
zP@1(0y`HwftIlj*;qQ238tI-n&e7>O58K8UWlP~VA~tbN#ni{?P<F)eMn#}-Rs;PE
z%vhUESWJed^ZR+bvDKz!frF;yfdS#47hAT$EjP36iK>zt%X#nc$zQgrF7*{D8Vm6^
zRVhBxD<gbfOVMbzrCUfiBv9jVliy~&t6jM)4dhJ?dDW)J;y6&%(mgvnC_DSDiv?v)
zgT&LSc${a;dxU<^75=nBcksPxz+QIw7VKruaMO?0i#1F#Mdd}#3xvkBIV(L1kAGL0
z0vtJLkV-@*oqGY9QDCfpu0&{#ns?~1WFiIDvu}5~MYy$e4j$COm`xZb2BEv^y)cE7
zko{=t0fvY0#2Bta93q7`beuF<`2It{m-LJi^$b9sxx2F@G#5edyI;nwhfpVx@vY=E
zbv}2$IVlAN&P=dKGJrCHupg4QY=AG67s?T)W9aq~5H;1vTb^bFM}EK73VJ8Nf~670
zFH|~pQ)|Jf7$#{lqgA3=tXo4bc?U-;lZd2_q!_yIWVtMLthh_=`uzy!HT;Hd_8l#Y
zA(C7V8=r-C4wBG6%w%#EJ4nbHomp<_9+!jfteU?qy`)pHB89s=QJ~04PC+d@^Fu#`
zUzA@oFz#@<odV}io(Bf0Tt)Mt;DBu8WQZxD982HM*}afWG#%+Uv6D++83(#0+_fN-
zybvD;PAB9ky}!2>ZEuZG%m?P*4!>Jd)GEq!J#d;TFW01BN*Wk!45e$E!|$4L4_j+$
zpuXAkM}f@O^rjRix?0zjGAC>2cZOGWYk!)cDuxaZ8Hcg!Y@~n2R@dS0j(@XJ%v=iN
z?}W0eHiyd%pZgs*YTX}dnF-eL38Yu-Cxy)zdMGDh6kwbuZBj5z>8YMBJr>(kbF@Ks
zFlnp~0bh*r1*j_!3q3#G=Ihup?Je<rs_IT@`{rO$*FA_%ml(q>aOCphQGcz%yWwcU
zbV+HZF(~UxQAM<U0kh%zgSqa(jR@wSUw-`gx?W~@vDRZQk|wJ8He$~%7K$T<^6b+)
zgBw?!#=btn><OXcpPXI5nD|XG8Oq*Y4%&~)2qyj9Sf0W8q4JB3V2BHWGN{fgC@5@=
z<%C#E$RW57;F<<Ca3j@Gon!sBMr-%ag$&|+zYb$;2SgZ}szQ<>oJJ8yE1l^*rB|*u
zrLS}YMK?t^E<NM~RVz@zlIAYyx6iA42CYO*?<I3w)DWsW@KeAlsM@^utNO@YSNuSD
z!=mfIsIagwHCqW;<Tr2PvLvL*y^G&FO=-dBo6r%^gb@XqS0vI$fZ$Dh5+)yt5w{f;
zf9jPqlK|8Dcs{Pg#lY}~^*_&2Sg#Co*Ky}r=Vj*&^(_7=F~+<6?L>$tuBSXoM8`EC
zVAcTCFo~I~86XDp+dVPP?~9?3`$HQoGHVug1<J@dWb{zv=ocLj#lKs(E(<RdRkFG0
z0H*fjXJ{2q*TJ(raYR~NS#T>b4jg&E18itU<5BkZTP{pd1PFSkZGYw?3(m1wQCLLR
zJ+&7#5C9Q`En<Psg2`+0%#_a}`^976-rMWD0+R}_dkd-bwie+ZugDd^VPzq7+jpG*
zy!<!GV#erAbe+;c3WL>!C~aI}0FBkr@ADvR9v3qLL|t87P=3iJ7Xq`<^MYZP!g$a*
ziw}N0OPhzb%oL?FQ!l!)o?W)nm0L;bra)^5+S__6r?O>trQVLRskTr4OV9|9(q~@C
z`gv}432l=}6=f~&>PT-Bp3h@XPfjWs(<>f{<bJ@9$>y<yNvE(V8^yk#1Uv~u0tB!A
zc{dK4rwAJJF8iq`i!R|c)>u}MUSBD9g@t3vHXIBTY7{D+SS~egHShkqP)nAiQ>jx0
z#&*yO7!((aTf(n;-@nX=a)DpvUFjVw9f}yhiU;w*^_jR=*g*YDo0!v2h|W-;so6F*
z6q#s(!i&51L=rd8+Rp!_;MZSqPvwI7CHlDnF{m%G-MAn~Aremkfj+`2O&&aq+*lt%
zTty(oA(W!h!vNsjp2|U0ttx#$HIBpeHt?1z6vuXrhQ*hzN_ZM<n)K3lRCCYrLP-*j
zp&2$!V1}_bQ-Na)9}jl@<*}Y45KzoBh||QUawTCosspd@-jDj&$!fV6a$x<DwfbJ7
zF6u6Vt~{s#X=6ajsq~;W8+(6{*E;^$Qi$`A{Iss~Fi*E<+k;ww!J$d=TJpAY=<fPo
zOz6EdQc?3tSN{wEkPEzph=j8-rGDgZiy&sFe*fya|2t%)iV)&c>4%E578<l4kbil?
zzhxrJ@T4na;)gyUaz(qnp!)5o(VY&w)t2y>2K>l{&{eRxeVQ~&Yu>{4xIfW<RU&n=
zuKdcJC3!7r@29K9pE1-HtVQiy#w|XTZ3mxkDG#p|Jqwx?cDR3r$61ZCY&(4CN+|SG
zrogpSKj}|zy9=((ntxp&7cocJ@)DAK&1`GC=(6d|{`4gwKN0mgV!ML<>{=g-tm-dz
z_q(RPG0!`su4{tF+vUgCq~E9|dH&fbP>LgNx8N~2eSL@AfL>1Y8eu)d{iyW{_;(3@
zC4+s=7ivi7IMcFf`?~b~HMXj!<Or(aKHq)CB(aO?k!N$~itd}`yR`;o^1js}p?YJ3
z!sb%OBa3zA#2!5utoMDP%}~4f=Jf~IDdx)sCw|LG@aEi1{TpS0R?U1(t@yXs+7v|t
zj(62_&`m`C%MQvr8gbI`km#>SO4f5Nq>y)~k<8{Rskt9M7;3hu23`Z@GG;Xjr!Ms%
zj*&6i^T011JHPgU3Iz9irNp`TRp>i0G|GL+aIpre)d#Z@)$X7U3WcYP=Q&*Gs>P3#
z`RlZ%<Li-J2l=VQ-_&*`nHuvi9dhiiERDVUTIH)}9b|RcsrIG4=rFEG2e1WIl_s`3
zY7rYkXYkck&Hn}dk@`cP4~{}>h6xAB11fI~vrTDc8Ww^okIGiGGimQpI?%BKeE+JP
z(3LL6K#~K9t{^Z!hOemQ2g=~)*m)lJcb<GSH#cnhitaLZoHr<S@*ArB*p2HwUoWLV
zA?Qg`9b@bz>OG=dnToaDMS}!s;8|q@qfab&*}a0@zXpORq3q&z**Zg_t&SVR>|*=(
zhJD2P^`Do@6#mIkczoO7wl-2c<hHuo*YX&3Q`FyZ`{L%N+c*8lf7q2>QSSwv!jIu~
ztJRILFm$6i=sIznp<rdibc}g`$z18^@mQZ)o=qP#V`tQiI5MQyFK!=sO={k$_fpjK
zJ=;0yWge^bY+;H<wZI>pw=4UAzgvNQ3VgP+j4bMA=(!P6Uqy49nX2i+Hd|eGCS+<m
z;Zyo-#&gJxN&x)YAj6vGXg)J|)c#`bw)GkNPnFM0`@iX9cvL^%-<8_tW8Zl0erv}t
zSR1W)+}}w*9iaOXB->SQ?y-1R5IMCRvwLL|vK60gIY;aBoxNq+`nbU@L#0W((bcZ&
zP2^F)r;R2rnWZD?eL+ue=lPOot3rFewyRQ_8ULAZxf|5~_Z+1_2#3JHOvd8KkUtSj
z@RaUgUkVH%XJ~>_U&*si@Y{|6WLCaBbm=LHIA~Gd82gGzn-4IG&Au@ED4k1@jn~Zt
z1Mw8Whkh6M0kFIZaxOHo?pSMF9}elxd#b-Q>R#cT4~cm`udW!rKL$Pw#XPB1m1kn2
zCt>DXrB_x`Nx8@y*O&BQ63Ko2aUyGg)a5tPri+<^8C4RU&U2BZ7OBN7T7yR+DzE+S
z%~<zicP@3Dbi&~tMh~ucI0ydI5@hHVA@ox7VYQi+4%Buy+QdI1HOnnejJ$7T=0v2u
zB$1?0O-V$lu8&t3ktmuB?FoPuLM)UdNUrzyh0o)a4}WI1`!3T}0PabWPnqu73{+Wd
z0&P#~*%<yiV$`)X?mG(`#6e$CbB(amW@+slBt)QHAtvD~|M(RgrLwjX$vH@p(%?yy
z{?MrV4^-rnQuCnM*c7m~wg&FcLB9~XpA+i}r?*i<f-L<O{)t^#YtoIHgtb2u97WGc
z))I?YPdk70JVT0WnZ)z)$Z5w={99h=AXmZy7O4wf>_h`=oY9lc_+LqsyckPJmq=kk
zAJlP+>B>u3^?wE)cGPJJrhuFiyoYD#!+CeOPC;eaCIn)s>G%vPxn$UfC{%iAfAIXg
zXDQbXwW_@B#5p9Wr;k7tBYB*H>qEV!+8{>t@F6ib*{oBQkwIW02Mv~B@1v%fdKwZ@
zqdLd|kWop8s-a@8oTNMSi)po=9Av|J1@P4;8Lp@;;Oq3UYH=#N(nE49?=Uvc1QDN8
zfGX+<r`bxP0{=&H70z*TrP9!u1k(esPJx+fwQ3%Ab(Z`KUpo$|oK?*>0~e*F8L-%+
z@n;RqoRge!b`0|Zj8AfdWs+6+1sP3W$VeWqHu!f-+{DSsk~{R9gwKkf;591wysyLH
zdj7_J`Qe^4<XIR}cA{6C=U?nrtfw$)C&k|Tc;8Rpd`W{c=|bAUFK&V&FcZYjfwm<g
z`=`0G7hF$EQxwYv<?^aFLX+AeNSjK4vga#nbobU=dgm;7AKS{HtP)m{ntEn7J8ri|
zbI2-&-HOf~*s7qK{!#BzpEwVDc$eNrc?;Aco(POe%W>c3AY3)3TPo6u_dnfv0@E9^
zJI_~3u{9h)TX2w>#T-{JXgG7?ifV@XTUD-AtUILRqW{=uy&sZy_rW=F8b^SP&uX^P
z`9RNeB(5KVU?hJU))EbtCm$v~PBHxK4#I-h+5I7LB?*_GUh*-P8V{x#{2(C{ww^Pt
zo@!?stbis#o7Npz^je9FRxMScfi(#?5HkV6rld&xTB3nrik1ecbwnOvOZ1;L;Z56T
zBUh$>Cu+QJRSMgNR4bY2n|E1097?NYulTkfyGX90zq!UVp}vQrO$TTq>zio>nad>7
zrAEBH%>OOb92zS^yB=676AQ&!kXomo)0`Elt*-SzJ6mXWVPChEl?^8FJnp1cEVT2i
z?B!3koBeRdQ}C~=GPuZAMJ2k0QTTjZYRLNrnd><Uz#n<wh7KZSw|S04wSm=p-O{rL
zm8bj+q_i^DlX7l70eoH!Vn=_9@yXXDQT0A>So4w{o*#Q4h~Xc16XW@=)can4d<$fs
zzkUwX0gahISXyFQ@p2nc#BD0b4E_19)Cy<W;yAuZ1|eD*ZPjz8#+gv)SQh#+I<jBc
zvc?wyM3XY~kv@v3V8-4R{y~*RA5au1`aF<kHDzRFHT6YP;C$Ne#UIItsOdW;WTsx?
zc{53Dh7X=8M72~=GYRQHg0+0!yPGXw@Q<r~>j??m=^_^7<0BSSxO)++^KM%#mFCWT
zY;-iZOkzSt+Pq^CZ6k!49Y&OEJ6?~{6R>>IKh0Q1;k{xS$=grKNCk?%Q_SL*RAI-9
zAsk?l8^pG0<>|U3(62(a#Tvu{A3E+OB&lGk&&A^&@yXSc#<i9LbJhGhebCX-XoArp
z)~Wdz1ZzrnNfLG{rJL7AyS!JVJJ^dB3&h&i+J`Em{hguLLIij+ggrkqhVR7QL~NBG
zOAji4=s=RTa|4dyz#TtYR}(y`{f;U`o=#SvLQ8a)?+)jcw8aUYmrBT6&9w=dlgcn@
zkc~^j57vonL)~KTyt2#ub+|g~OCYNggS93#hV%1pm8qPoh?}MHW}F<kA2k6n{*26O
z2dcfixU3MKD>?rYg^@g%=M9w1ofPF9*+r)Zus@Ja!K$C|hpHfUWQYo%&>fCHTvYf_
zH6mqioTbnz=d^b>2%`rARDcl)r6Vysy1p>v@)dX$J>svguk-V1&vlt<+yO@>4|&8W
zcqk);r(}iX8~f#4H0C#&NX`alCnsPeXA){NHNjml+g_UEAkGG~!W9m$ejnHE<JH#N
zOY6m-){C%<b{3;&QMAuMf>^i9^HUHG<qgC_YUHUPn%ow2@ReSeQFK-WUPzg!8sEpx
z<KK|vxdvVboI_T<CGWyQ#R37zOaf1WkZOwIR3yAXtbvw<ZuKD+U%mHU;*RPN2M;5~
z2`r>Shmx^BlC%*Ly{CrooOlDPJX;Z49DyblT4<5D5*LS>tN2IFTr8|WWqb$ahq`8o
zF(1l*Ey{<?{n+7Yp0*Y_nyapdY^t*BRE(-k!c?b;M5>{}+iyQ0yr4v6R`Nx0|9}=x
zZHQwf(?V{-3;7Zjst9&tl_6Kya}^?UBJ03dL9BXI(})*8`UlYIP@^Jvll(m7H!$i#
z)-x@=UOYW+uk_%5Wf!}G)-gizjIb=Us~B+Z2fNVElrwmPZZ$;t%3By&3~JHPg&!9h
zAXG);lO{!N8jpAXhJKHJjFk69@akApw};OkP{BBo9OJiwxYQ(r%`6L%B9KrV7m*z9
zd4ja_EgD8PS;STNi>orXkV1u)Yb$NAGj4AdikMLyE1E9)H!QF$dthK7l;#O`x~K*@
zo?y|R4K33qpmwx}4Fh~q*%c=CtDZ0j%!H+Y;@Xvg+XXf*IjHg;Kuafy%>hSX7Yf}u
zLr!@O!U7M2EcKghURKjkBj@uUYeH2$z4EMZlaf<Yi-h?(eLzP^7>L1+Eyvv|1-R-N
z5-GI(_8>H{j)z|e9Z1HUUz<UT3YWv>q%iU};FJGt*A2oU4oydgcn7M4j09r%T~4e9
znn+h5i`2Ll396c)geA)kl5s<B(@G0RvB}flU#Lu;CaI`(qjY{Z_J5(Na{Oh9o(fmw
z!O2LbQF%DRYn9!Zl^znxK$u<YiuMVt=qurZ_5hq9!X6}oCx~3sd-U%*GX2T6{ix*q
z8R)NEMM8Cw=A=GA-yGz<{GHx;D6!Ld7&a>sm#Kj!`U0mD@%zEV<RrKyRtS2RY4355
z2|rEP_D+f=4!WgqeZnK5+oR?+J{kMRq)5~#+L_H%8j=6nes8J9LiNS$VIK;}LISG?
z_vzlCg-4`C`ffs1m)b#lc(ku9`?VLnP|>@Wj^I?~mJ_NbdX6WaA_IE0>KYnx<!`!1
z95lQk$1~>x^YNflLPbm@2p#v_j_Je_B>9~Z^sETvkcanxyxn~r;|31&S#*PI*udJU
zd;)heo|DI&b6lt=6{V0<TB`=Rm`O0`*V+J4vymN>G6iDYblH2%`+&Xg{OiK$q9?4f
zN<>!A{}_hh(P^T-GNi7u0G8{M_rVL01YDmtdm#}OXjk}$I4>b;G86Yyf=U|?xDxbh
z54n$at+KuH@{FNWNKe4JsrmIYFj?iIp%6%_&5DPz<{{=aQMTl^a=2;ub)u}1G0^8B
z2ayK8An+c~KA1Q`ZBpjx=y1!>R9q{V4WH$D7+e&%%Ap8ippWr$m0ZsgSdalrsOCyS
z0(m#iD2}8p--2$FiyBOco}KzjyLXRj9B(ywFji#!izKynEhN7BO+|>Wa^7WPl}AIP
zWQ3{Y-aj?Jv7iR4Nodq7O3fDnz~R8`kh!KZJdZ4CNB~#yq$)Nj5WJ)+;)n)ZRd9Yb
zW2s{>xEzEV=>t-Ihw<hC+UhNE57DZ@2P)JMdjt(Uw5*+kt4A60i~Jq#jl7;Wq;R<K
zZ~fQ}2KXP&o`=oH1C<vrQ?8JDpEFLJr=6mONf!vGiYo4FDF;7pd~uJEC(zTmP0Ru$
znp4!oREhd_dm*bXBL}cJsWb;v!R^ERU$?=jzT(Pp{@kQh7F>AO6`p#dN_+-^d}>x!
zWxJt0LqNpWdJHhGN&)#&qq0hBVz}Za24d14#_=#5ng;ZH)GLN+FG&W8Cmr|_91`5C
zCaja*)MZ#8K|-zaZ9f${E1f1~^_xzuun*#Sh?rNtV6QAj48kVx^OHpDM8{yYjENl@
zds&i+%UzTni!(W&uZPFp1MN-@`ib9MGv9wF*16UgA^cG~+s;jLy~DM{fSe^8ZA5Av
z3Kq#^h29_=Z4y7u9k*<SC7-;Xxs`lQCbBL>Hl^zzOg0c4esAhR{9aaZZ~)kPGnh;q
zqM|G{0%ao*$on(lI}QGOBS6EBv7|&1ynD7`xy2Ps<6HO);PA&oZ2eASSA^jad)M$u
ztdWVq(hDRIuGwvENTmx-n_+vFDk6H|44;vyxCS>yZ;)&L+G-XK*zBnIflBWB<fT21
z=ryJHiX%Ml*pCBWoG-5L@cWY`tC{kb+21Ubat7E8<BC)^6Z5&E1GD&XS*tc|JXxH2
zRX&R@&r3S*CbJto`~=kJsfrk~nC8Q#J%D8FZS8Bl3bJeZW+G#MS>$nhK(!EMo6+_F
z+tVtn2J^bxpRZB|87OzCum<h!=Z%@|j-jgFbrAai*IFGTuR5@pcx?_SW7uo;T|i?N
z@zpcdz7qrer0^@~k@dqu(FGNl9%9cly6-#gjU`iF3KP&5AO#k52Fkf4lB>y!Z-aAB
z=@m|BF0WFhpPFf^H2lny#(hCA-4%w;tE|+ZucktMQE<wR^sQc@F*Q}k2IFirYh7+N
z4E^J;FbF<IFrJCz+aw9M(4ho2971WHw??yCNuy6mv5HWoO_W6P&Ys|sbl~IrUvT(w
zTT1;b`9uC(2CJT-HQP#>-=GYcSO5s+BIn<=x;uTG9CF+KaOVJ;wm5kv5d@y6<B~l+
zM3%5lXY=u{=<&lNItG`c-=-kN__+Vnbp;E)lt|)FX87%yBq+?ElsXdPaWEn*WDm@9
zaGrrc9Ae!R2#suL5NFfti8n<*)vgt<;2Wn5;udJedLvez1^J}>H#I%g_X!uy*X?l$
z&A`7xT|PfJ2gn`SUo143{9X_c8`W=ezeRUextT8`Q5iyFz}J=#L-I}+(!pt+hOq>I
z@uc_Ui6eQ(*X_&@+n$v#OVLPF4@(|LB3NP!)DN+nkOYr~9IkEEZ7~vYFccw%e55yd
z5`-Zgf<lduSDKGa@Cw&vs2l-D+^JYIHxxr!J~t90kiIMN2>AeiAuV;KusiUYe*<ZV
z=vV%Nzr#{v!X5AcIuLcQ9{FO*Xz2;ZnQDXz7YyOU3y>!WM8DpK38#7E%li@IuU!QG
zdFmFpk6wW~g~%E)4H=>Reu<&u@$KTofXJqNTq7`Q=wJ60X~9kxzZZ$NTJ$8ULKtj?
zV|wc<q5vcHiP@R2-_vGj{s&FDBJ1TCA~s;v5Jw~jCz4xtC!ew^<sCSYZie6=DpYLv
zodgYDXiQAXvi2xgm{{K%G|jSikm99S<H&#Kq$kupTp3|c)^vwmf{ml7WmbTQ#%~_2
zq5khVb8zQ5ld2r`IF7w%XfK{Af~yeTU?NjM-+tVvJ+McF1_yk@Q&$KT<EK~RI>$Lg
zPv|FO5~eg6;pk8`_Al~(i}$J$7l%;`Jh_SJl6lAlq=6KHLiqTa>8W53%8b3|@>OU=
z-e_@TxH)k#!HZV!T^ra>KU{Uibqi_`F6hDU7RN~#cN53R3PI20MBn^IxN;#*DChwE
z1)=@$wCK-&idKIx_1y9;*gZwryajF9s^p_pkHG-B(aH0)2kCXg4rEMX>RfhKR%~?P
z-%^Y?DF68g#6Q4CH2-?*B2_5;p{fhG)HX%-|9ZDA@Kw`SQOIISsrZ7fYt2W}Wf_J~
z6MQAmLzg$vI(sHlLHkaEo|Lw!qpRH2pP*f~=ScZZa8nxbw-gxEisH`DW06Bd>ZbLT
zjof$Weq$g!_LyRkl;EUwAIpmgevjpe03iMuCZhS*NM?m>T+S+4ya#<b-mtNFI%c1H
zLbpBKzAE%pHqgP?Uhaw!rdFX}_ImURbzZ$ShYaNk*1!|o+A2orB%UPni)}AO4Z9%u
zsbz?6xS{_<>#z)6!C$M;ELJa}F}SF9Jy`=P2X_#Vx&$Eiw2;n97c}dD9DfhI1hu!F
zPcQ`Nq?4MF5@D(&pqCMZnn>jrijnB&w;hc;jpcL3tvAQeFA;+e!+Dx2Y=dDdc(n;L
zN|yc_pBpRxgNZ)wgGTR0p1%p6y<1VkYxg%<40Z}xsKF{lH&2-)DJ6e;gJ?1MY0D8I
zpW!*BrBkfecVD3CK_Y@1n50ax-qOPOVF3*-7kGSZu0d8Zk7N)RbS$y3S}Fvm>%?hq
z8XLiD+ZyfkdUY3mQa?d#P#R(;_I_}r_G6?Pul=OqwjPo8rMwZ^-}LXTLX{mL<Zwg>
zf5t>;m%e%_tMzLP6xP|v3Y2R|fjf%w^1l);w|P6x3a(GWDB`arq9}qTM2kpI=Bl31
z;y&@KGVKe;To})jdipM_)KW56F@+6b*&HtZo>Uc+aUp_zAFm1y0lVGnPXsoB;3^I3
zFV4)#i5#EaB26`3pQFEyV2mQNLPf}@`r4LFg{l7;@yX%j6)Kim)-rI$ke;YlJ)x(;
zRhcXl<Yw%lIQ1lAdRU*K;^c%d03bssgCkTqBRFqwrM;2|>0zZJRXSK94O4Sgd<UTb
zBk&GS!upyyGS$w1+$=S7V)#PLhQu=ycep6s(*P3Dc)68{ztLetpsK|9gRv3KN>fkx
zt@7$=A_mTDq!+$;_|uXY<H(pqA8?8C-^$eE2s*z>W?_0uEK2idNsht`L^yL1=ufph
zZ%ZUbmiA%;w-y}lyGDDO>J(7q?0=;#<#rn+KssO5eIp!Jxa!xf4Dfu?+z7(l8rL#W
zIbd)R81f6GE6#kE!>MBLJ(oHAl;#w}0_v*%)2$^ZIBggw3eR_^)S!`z98cEZ3HjS!
z0T|ndQdb1ZIplf?A1M(e#GS$Iv)J1j<gR#s7`2pvzmHD6ATyDsZF}};s&vM2Oe7@M
z&}>TE3mL<Wl$cltJl5c-rk23%9LMDi^+W87A`7ufkeBhVq;%yoI8Q=RldkFr3R4Jf
zMAz6nVLv4G%*^*q;1(?p?GZlI+c^>jyG%(KDNBq+8c6CM1GiVzY+<-U^_U)b00T#*
zBFSM|gTNwzraC1j?`sF7<D$TOVcT}I3GXO=t}7JeU6%oF#ZvaR?D`tV8MeUMLMRlJ
zJ!Gq;B>{fy;La{j`2jIT6jrpm+nWL&;Z<7SlV%E#?Yh2^{M`x6uRSIIh124~D^N-V
z2d6VQ8d53)W&;Z+WS$1!90&pbj;fTH2|hp8ey&(wAq0Tbm@I?=wSD2%(x-rAWija3
zy{4}V?&MGVf3h!b`g4v!=%vVMKMk0%#zaMFdGUC9h6y3ivXtmlkmHe3dExdVNz*$o
zj4A^eZ*ky<Zf$DT^<Zog5u~U1lzjC5n}OI^D;1LzO%FI9XdDQwkQrm$u)ZTuKR!{3
zx3h*vVgmzEFpqQy`ne_eO+tJ;?n`vKkk>4tT=qs~l0g{q?#CdAy%Wp(VoFCI+&Z;Z
zj750WT$jL;l`a~PZE^SN62RT#o1J@B`GBDK_{E0>O!QdsMBHCvK3KDU5~2KYpcVOR
z<j1c0(EvjZOEqk<*@gHERTMAziMlnFZwipWkaK)^l3l;W@AcN9?IX_x9QOQZ-HjIv
zXz@m=ejW>1>`)xH9x&L8^0U&^2T&=5RYkmU^#6T$q%xCRIxd{VmqEUx$~k=rcy}{P
ztsalS*70He4bqO3t;CYVs>FJ68&^krpqBK$e$p!~aKPAuaUrkOEN%=n{QnIu`C!5X
zA0gtp1tRo}WBXszM1BSopLRe)r1&HQL~Fuk{jos!j61-Z$CO8K@~ji<_t5WlpGV*t
zH8I{6*v49Cm)ulx9VRyNggE&HwE!0uxQhBrD)YgeC*jQHjBme59~0UyBmRth|N8SE
zG(T^~C6{F{)S<9`xtL*^TWAX-xO$!z@Sbz^&qTFkZGY%aK|A>oCvx220xqWT9~^=R
z`3*XYNNsngLo(VJPt79gVpqJtxV(h*`T@@+gT%(;9(K{s<2QVUHdVO8j3-J=>30n7
zte7|!hdts*$C)(^zkpd{SiFZ<_bn!;7ndSXoC4-1P1ltIWi|ZtQqI}60IzYLN9BdC
zD-B?#GcX!VL#~61>cJy8md1@*EMz<l*DirM2ziI^@mE}DgubUGZIOaLx*+DtOiD6&
z6ue}T>k`t`hqi!n2sYlu7B_CL<gR4*uA;814fs2jQwaI-CTJ4URwKWN{xn*4W;L&$
z8tg*<DP*e9q`S{oy~)OUBp}qQ!gj{4mcsxIwbyU_Nf}P&KUW^cfGNUJoFoz`s_rz%
zf$e(^Za>f(GDNRfvX(Bv0}+L_%;49L7Yo0+y~+T+Gc6ykdK&c9f%6-OHA$VPCU=0F
z6=ooNE$Q`evxQbCWtGKM^6cL=Wyv#pe>69#BFb!8Hp7;N-64|f6p|67t29>!bV!iX
z?jH$hD#_z<NB=+Rp^V+JZfIVT|A(*l0H=ce<A)>4sAQKN5+Rk9EjzO)GEdoibF6~~
zDk9lCS=rmc;n*WHj=lE?$6m*J@1uHt|Nr}5*ZW+q=W_Ktai9DC?(zA&XJQa)IPeEM
z!u3DA0<O{5YoL(d?*DqY^&PvPR*@dBUE=lt7vqtdb}Re><i$n$?_77!Kj;O*r7+28
z6-Km{1H=O`fZqlMpW9cv!hBUh6@NMP*2^pUq_r3Bfo+%G7op#C?}O?Qw^D{68-SZ?
z-GGsO;QFHhMT8(6TpbIxPW#>oOps%Pqzgd6e*_{qAe#4ETVwgH?)%a=lOBPs^an2|
zz*f@zp~<<QVXw!qSq~vO8(`dJc<cw7NVkodPnqXM93M}?u4D^>IZH5uO-0PoY75q+
zUcx|lrXW`dpq;NMmV-5@h5(WzA*V|u60>r*r*PveWZj>Ej>GCQbE>C=*BpV=p?al@
zG{IdYzNxUUHuYZt{y_0&BU(H(jXWgYy$YJP9Qb_2sfP6_0kD`-QyVNG%TplrUFO7!
zWl_)nC6<gT5CxIQ3I}XkV|6*$bKlPwt1mGJIs7&lXS|)X-Bm(bbo;Y96Hplc^94+?
zIx2uGK~4N{4rne@k+TQq6_q5xhh7qrxI!yOlhEB4hLsC3`DzbHWtf;OFu2Lhz`Nl|
zDZe^9JrNQTdb9REo#(!-sh$!n<yEsVO{Qv*#yN#c<M@bhCXGr`sA_PJjwbelqkg(e
zZyT<j9@$;#j*5*PK|t+xp2)3)c6k6e)^n+D#*;F}d`WWx9!bG<TFC+QQj!}@j+wrk
z$Xn(<lGl1t$d;4@mi8_t>H#*}?;zbGz`dbX_9TpL$?56*H#Wu;Z0$)=$qyO-o7V5w
zdZ;IRknid_i3X}lB8K)k@HU*Q#*N)Ok0lKNQ1kOi2&(EB7;j*lW%s&3IQoR~GQASu
z+y$|hB(5pbH$aFZ3gpS)k38|eS#@EQ*sX=_EuYGXQJZB-K&v#NQ{WYFUM!9B!Te^X
z19}uLq-1{(AL>bwmp3~33^9uppM@uD@;{wqFSi?P5xKTcd8m5f+>8J;Vhc>6i!Ny_
z@<P`$z1tml=gt*w_VpD}nO76h+}i3y3U&qW(FKp_8oe?4KetptXl{t{>gZkm3~J!u
zr64LyRu)lKMzV|_(u{lOlzw;9=l9dQft5o^N{oOCB-!oYH6Pgx5!akYXIJQj`Dj+`
zj)hS>H*2nzX1&44)xi+r6AtD1tx#Mh5a3w=kb<|%Vhfc>tWBJvYkE<ye12J8hw8Le
zF+tJ+pnwP%v^JpQl`gNvOUgz58D7CRQ!0~S9`^q_T5XHBpvz@|c1x4W1HdJ*@A>@`
zw#F0}m)^a^{X_q-Uyul`ySEwK0Fy<MUpUuSd6ZesJu8+-(C+kgqR=Ab#lgxC@640*
zjfWvg_iq8Y%QfrHM`DPe3;&-ZKsLO<CosFgt-Db=$-S}~dhw{qc}j*&79!blSp_0F
zRQ@#vq>DGJ!AA|6cuNym(@KjES%1XGr9ok*h>gj5b|@!gJJj9*gkb8XMV*G{`dDFk
zd)BsMNep_zVM*{}&wXGx62)O7_vKlM75~c1B>>oJ_Ql`u!5ZGsI#u(<H|ab<1r?k|
zSfP{?ap$=W7##$TWmJ5jbe7D?Ufh2!+qs{^rmg<hj^CDXvyGMX`CWH7Qwe*lzMS+v
zsZ3AZSsiwoZ;KeA;~XRUYZSluVo6tUFPXWh`JULmwq}k+-mhQC3&OH3-B_Ee27HGT
z!yDxMI1>&(KEB^7{i6fC8t^jl6)6;TTi8u_?$z^4MJ-ye7O1Pl2vg#~EG#Ti<U`~P
zcx-|xZT<dQ2n9*-L)CDk1GRM*3hAvPJI@>jIv5x3=^$MPe=3n8{d)2whs{WA4{a>G
z`%Sy`ciQcI)<nW`@gLNbk@kASb5KWufka&xhtuBvIFk6ETiNz#;?a8ylbZo2=Fz*e
z^^gH;3D*bp^6xxJiQNOz^RGWTW)~*p0?SJ~bzQOioWg`Rst15>mA)E?fzfJl9Xsq*
z?Y30iOCJ~W8`OWla8Y*NtNQw7XiG9bhb+F7G<&^n1lFhV!QQwqIdM;dx0XHdY8gM0
z{3FI^mMdOARpJCeWi<BO3ax_=jj^Y&C;cnPOgJ^z0{7>RZK5(>pUxY<PD6DfKIw9`
zO)f>wXpN7Qpyapr^>#`U*XDYY6Gq`qs`Tn?w)gbz=}(9jT3ue8SrhRopG$=^WY-eS
zWqzUF=b}4Q%@)byrq=pq`hd#n<0rwfu${evq_U*_5(9(8wVkgd!orH9$?K~@dfkCP
zp*&oS13xR=FhSM9O-=$TZiCv3S`7L6&CiIG#&$oC2tO+U5Ye-cIoB;mDC|T|o%n%R
zKXh7X@D9U*qnb^$z_*4J_zP~z?5tPT%Z;OPE;J9FwzciT3x!5Em-W$h=1FJ^fmaa)
zNy7n=A>J8>YcG^^BH~Ks7_X{T@te-~(2>ml8rQ|5j+0Tb_u@G^IRU!JcEHeavhH&h
z=&W6SCP^TJSZ+UD3CloJQs*3vsEn;wv74bW4pZ$UeOx?wTLal5T=ws1e~J06EsgCb
zM6J8hV>*PV#*#-DwyouTe)CY<oDD>+5W9!7L%VnQ7K=XRV)TR@lI9QP>J~+=@$8G0
za}X@K-cS0_O=;g^_7-{`b!}<kEdXBm%<V2+s&0Ew$56KK;)79Qjb^vK*^Ll<arfVS
z-yXlKbY1&Yl>o-k1Ws@|h(NA}buN;rAY!nP6nAPD)Tc4HneQx|m9+dIvR6?2<mYc*
zbp6uIIt<OuJy;Ts%s#7ZHwbigaPc@%@ABg|L9ZSK$ooW7E59LH6+No0GEm9qTpmlS
z)C?YsG}MxaerOefNGYK|o||l<BW{|U*w6odJn)l;!Q~zUR0BRqf8rIjSek9U3wTjR
zn_|7tcRltPGfQXalBVC0qsN+x%6P5BeM(O$@A@r|{D>}Ygt$PX@&(<O2Q;4d>QszZ
zwYv-5boxrGdDl2Dvb>FCSJ!()H(9U$!v>uS<UOq~0!#B4D_IhUT#Z<tm@0qNJSk-F
ziF89$&BnRHBVQO8k1Io__9=#I+D@8YDhe<-HLm!rkA-KnA<+CYE2;VW9xY!GXJMBE
zMIt}v?u{5Os)Th%kV83t)8aei9D21l)T0V-KFU1KJ=DWdLkJvuVqLtN3pEI~3Q^H^
zm$3Nz8)hBsKhDDq{B4uL?n;S{MD8uuYmDOYB+7Dig3&L)?ly?dKit43em$eAT#D7%
zQg2$h`_-Hedv)?AM7Bc^E>0$P^b<ect{NAITmCu<QDPu=K`%nBL`2|*Ih1i;mE$Ou
z^*ZX-itUc8EDUN~eUP@SrpA{udA57YY%l64$++YIQ@Gh=$=*Y$r_U(6iwE9cTJIA3
zeT(7ovnSEWq-$MkUQUEs(6q(R;IDCt?H$^Z=sML8Hk<*56Lb8?HvsAri~7=AHLL<b
zBY$@5=OeqQ@53HXXc%+*WXt8uN||#c@g3$wHFxOrR>V39aoKY0)!N^5_@UF}>Ud1v
zHFY}Fc#U}ObAV2`d#;|jGUQ9@Q>7%%Z_I|lQGYINQ2~{alxT?xf1ln>m!aY`2zobI
zL0%XxbTU%}6LIPqC=_acZPW}c9aYM5erZe~Oeg5r$<?b+KfX3z@LGCfzQw!>4A92J
z!~jr#VYiJbfa?Ob%s9&+VDe!K&REZFeA;uCxYgU+#B`8tyB%CDaZ~URp*^W~Q=-T&
zO7m)#qENtHZE^-otC)lt`t)ONR_nccN*^o5G)=OIZA1<=0%E(+kCevvZPHE4g`{&*
zRNfRMj|FAgWC`s@P2K?Wlq&-3eJittVKqr&ivc&o<VaNAH<M{hD1%YztLgAailrtE
zg@RYglW$e~6{(=gn+^{}vTh4Z9Ns(S**|zm&AXd|LI1GMpsIS7?HgJg{zE6<JwrSx
z=xFaqn-_VwHJiA`P@VSmt7K4`^}8L&IP(!jM2SIvm2`Httdh<rt<1?Hr}fvf=^gQ6
zW((mCjA=-FHN!VX$y?i#39gjd0ZxFx%9?_TqX=*6BNYhs&ARBWF*6SP6S%Dd!WtCZ
z9aRuOrU$=2gCr(Fv%2amG0`21HO(hMY9`!$jB=0LLK1mN=Z^a`Y^#jU_RhFWbXB(;
z{i-%jwkhfT$~0{R2TSYTe$N5p{+1Z8>e)xy8%$Rc!$)=~)!)2D2>j$cuUZ_ly#fOT
zc-3Pb*<juINmpEYo<BAsUtYtTv2#Baf?;M~H{6$E+;Rn5y`y~r+??`%Ly6Ek*Q1xE
zE5Nou#>a(*^ea}FE*{TC(+r}bmz-mp&2!v~WAW+>U5p;0&t(@JOTsIltyJ*%=Vi0S
zkX-cG^Psc??w{?%H*SxHTG)^!q_k>(8b5Ak4yj<|=lsHLWZ2GWvJdedH#l=udPDY6
zT5x6RIPnbGt9@V84+0+)mi?A2^%nm%CVcX1PMUt6%g#+5MK+blkS)%rI<IHx-LA(+
z)U4fJf$qBv%TA(K(%igP`k?4c_LTs9yQQK6-;T!VY=vicJ<PZYBhV_RwgHG-v7?q>
zY!M0iiPr<vR5ye>zGq31f-PKX($%rdM8f0E7RDJ}aj<1678Pc)4cIBVO)xZ7i6f2E
zhg_Qxzso$#mIR3h(Za6cx)Uwtj%p6tq`B0(C%KR@a@ee}hk0KEK0|fgyJs&(I=9_E
z)>IvoTG0(Yvzm`uWX~&6L}@wCkJ(a;h1_IZe^l_DEtRNo=kO`cJ}xbW9{W%LCIFx{
zMD0g`pengL@|n6DHs0LcC(eV<Q{U5hUzGs%^AA9s`yRwKT`%P8Y;^x0bH?<hfE;v5
zEncd>i$$*1U<B>=lz~>=C|`K1#ilLNQu@{Kr-#W32g9Xc5%_Agu5l~1@r15Yw-7uE
zv7UV=-_b)*DF%Vba}aAl>s>mt()t#tRQX(sAQRz{|JCH#s#?cL7nk=e8wZC`{#sR|
z%UOE(D}a3T9NpXE4QE!KOru<%SaQsF_?X*_-sszBca5*`HfJ$Amh@IE^neMn8>b_d
ziz5*klZ+F=_@f^!x-}gH(n=MN4)48ev;1w8n6AdSR;#}Bp%x&9$}+BkQn1T&E~+Lo
ztP$MNR*Wnnskh>QZ4(;}c-)YCneF*WiCBb9c%6O5ZuimY#No~EPpk_AoWJ>ha9kp5
zG_TGk*0YvnF*{52C^kxcyb{6F@m&0E>V253<~3RkkpD2sfK0>Ob${Lre~j3A>D;S>
zBxs^Cvr~&9R$MxXJ0*1kTN5x_()a~9z5zsga7RMxXaxW<U>EYxR{0yDeP9A!L~=Um
zY?D$xvH6D5p&U!#4W~|5$A!SIJYdF-#J5Tg(n?QgBVB?wOh2A!MfvUJ!B^K<7$Rp6
zv^m9vEdz8FzExj~rEGQmJ<3`kt(1wlY`6JqIK9?XL}2<!%o%5%YY6`qZ$d0mLn9Gc
zZ!yZ{z%Sgj{i}&%#rNiDvR#s^iPmQoYe6kinQxz#i^Hp|rWWem^fh<fsXXo9x6tLZ
zCCJ++rt`ersIY=zr$EgR2L^Xz#Vs(a0(E4Nl(qc;(cqie!(y@%P3~*+YwE}2jH`~L
z`U6FRvi@pH%Xh?+27ZzjEjsj!tzBHVPdzNrwBFW#lktV(d(MxxdBz8^G2)#HhuS!k
zB%ab-9Dg#2E91E~AL>D7H<NQ?-tWBpC>{TzigF8!F6u4<Tm{X103Vj2;XJ*a2I&el
z(_%47N5tl(wPAp};_j?_pitZqzx{h8Fc{m(clx8Es%KHn_byXHQX16m@YvjN3(+{!
zp2-puT>H|I{lZ>igmP&|@X35aeUHvzlXjMM1U@wGtj%>HigdmDb~+rPGQ=MBD`Q!N
zKhs3W?1XDR&fEJJ@iXnuRaNme?`Ye6l~!KZEV9478xhec8I;RLnHY+4eRWV1DCFTV
zW4BUTS6udDRm2hOmW3L1i>-tM1y!YOUNi(L+I?7I|Hz4RGq30xn&bZ4jgb6D?}oW=
z(}oCruUuNNUY?X3Lb#35CB$Hy-=2`!aEx2W3*)@yo<+$88xsu><z`TEAr!+Y)rCAG
zN*}^TLbr->6KT5&*1?=mEEqDf6KnQ@Z~{f}7t@e?R(D>K%jWSufN!^N&9{yYSIdXs
zT)d=LKE=KGjDo&D=U=_*d>-x97oL+HOB4B*(WSkC66}p3gKP6S>n_=|Pn?yOTWYpe
z-#L<akLoNOmNe>bznaxuT`t`yo>Z?I&<(7XOR~`V*1kO|f|xVR(W(|jn15U@ZBryn
zk6TTM^0wv-U~*pP*iok*P3~rJ5Rg%}{tVYDuip!gC<!+gU5L&i(I}N2#YUg8VA~jR
zf*$!|S=U;Vx*X_5TYx7Frj;{_FKr?o0cbOn*+;uycEwQ{DkX@FR=X79Vu)ip6Fgik
zR&V3*)@WgO+=rFylh`GiVxBX!qRVAR9q~*f6$Q+mbKM>fQyWos{7V%URK_h13C^bl
zd;UJR|A=AzBt5;2Cm1L>zR62;mx%{ZvRx8;yf%!WHrh@b+I9uwbK*q7+M1z%GfZcY
zVDfweG^_@&fYQK^*@wp;)=e?@RlFBf7u{S7`zMc^+FR|*!X#X(>MG(_29asj4c=DO
z#IkEd;RvH&`dwMtp9Bw&-KJ-<o_c|MqDDm(H}yM5l8FzJyhJ-2e&pEurJ!Y=R`k`c
zBpWY{4<^{N^W<LqEu4$k#9WevQbz_rz%B>ok1q1?d{;ww67|q6nu$Yx9y&jt*Yf7F
z=M59uc7H&XSE`6`kGd|yV^=U^iA-_Jxun|`fAV$q3BA%`BqW<L`YyPW%=lS?p5~nj
zMOyNmwQot3>^lmA69L%RuiItaE~$a!$~)KXqM=GG@>7+D@lM1`Z2af!$;OfT>W*3h
zW@$D=cB1Pe`5n2*&32l<g)zxSkh|c&KiyKxZ!N#y&*PY6pra@%j(j!1Ve+6WUm=(C
zV(aQ?v8E*^CTjYy@zV$;yVdK<i@w4S3J0rCi>YsAa^(-Yr{SRjml2}-FU-szd)rSq
zLRO&edrIGV$N)}${=Roap&R~PcinYnltb^1yO_ZN4&hQl?I6U5TXhp474&&(Yl~wE
z0rk?mJ^HgH^!M-x*DauG(?fL?H*MmhehvM$<H)ZX=A6vD8Ff}#6mGLwDyGO|b*S5K
zv<4|TxU_EfqP#W7#7^&yctJSKuu8btEKxn2Qd3AiwB!Ly=PS@ZgORQucI{aGbBGA_
zvA_^5D=)~u0Yy9B-ya{wwsB)c=?$!t1woak*E;$!8VP7~%uKV$_+(HH9hLtQy&;gj
z<G&Z(j*AQqHJsydI5VADrzv3>Jj&y_=dq^KlVCEL!#}-Qc+;<W0H|7^##col`NF{b
zNuR*)VV$1t)n4k7Z^tJFbvJzV5axuDr6qynL7=i`EPAr;pbnkl7}7r;=y%?PUK!F<
z;G`IG-piV!T}ucx55?90Frrmd>&<fTc36akAPF&W=M8|P2aq0}pfe!hy!1s}sa2g4
zyRl+|c}|mi;Sn%h@o`NXo?UgHXYEuVJa*j1wN+_DCk=ZaIUN^rsNYkSgu5A+SUs<a
zcM)6pFyx^W)6!gN)~5NXsQ&IE`&UrD(^elmLykF^KWXbGDkrl1B=o0Y_V_W1dic~*
z0}Y4)Da=&Dw9XTaD^Mz(n%5WkAeNSv9v&DlucYFgS_EL?&V9l+USRKV_!TzvMf~u6
z=2scEqj|d{X7`c1Sqnz{RLp55oWBkU)hM8@4;v>>>hh#qby$VhZb$Q+*s@1fUQ~OH
z=~A;sXF(cniNJCh1>Awz)~e#um6I}u{A8~1w*X%I{+k8cE3&nwNmpJNQw_+T-^3?=
zhFN|wxa&T}*OO(tFftijwZNH)dRId|-c9Fc$J}CrLdQvKjYBPsaRWr%$`b2CGUz-K
zG*xCNcN$2i$$TA26rX9noTuabVMj6NIv2zPr8}3WqWFdAP;4!zE6%<JBzgWT^8-F_
zuwzvtd{FN5V(VE3g$W_=HTvJ<8ES*!;Q(Cco?iK{F?kNFf1$WAb`bSx3X^`AGR{p1
zqT!%o`#7HJxUzlNJ?)<4z(NRvvvUB4&#Ept&DGJn8gf}$y?K)Oh8Wv*#1nD1{E0M@
z{FCrkWnmCLj)fmi@r$=sy_TWUb$#@1L@205Gp~tBhatV}tH-3fKe0(AZ^uJ{LKJh%
zE~;B`fs(%brOcE1y$33gp{Gvr;F+*ad+{NxiILG~fYt?w&m4nw23sj8x*#LJer|cB
zJl-V46NtzhY78cxC+DjWxhzQ0<5@W9s(tq!yo|+&Ca`KD@+(QmR``M>2iAnAD1bCy
zTU}_jojxEk^*G0uD?`ZiPq}4*ahng;CT`qi1(x*wk8G9ia3H{p<t$!Y%(NqVZf>rm
zgs)?60fSL4tspTS2>xr<>jB3h57UT{&u%8CN3x-z*G=E9{RBN7)P7g*HF6UUS0nW}
zL~2w~ct!T44$tA;QqC`q@#0qfd)p@6aqBK$lrS81;ei1iJ0|&V2!GU&cD~!|Na}Az
z*ScafApBuQcbW$^Zag)~gb9HOg?NQS3BntpfZNvxPE$B769WKV($_x{E>@MM0=dc)
z8&Xv^H|R>nwB1oD(`{azto&3p6uG6Q^31JewVxx{Yj_jBJ7MlKv$Q&wLAGk8t0>Ah
z<2!RmUl9P1O}?}VY5r>7vB0WW>!&y)xj$86zYKZd*nKIKSuiTS!s^z!qZ8KV2D1e2
zB8dGZZ08e|vG$H9?&!YB+TWIoqz`uf#wv^$l|-tqdZQ$FhPe3Nr7}u*DX`-e{X!SM
zrM+C6gLIkMoNjo_5580mN^7(k*K`ZU@5_;_5D9q1kS4DseXReEm{#?d_Gx^A2FhTC
zJ-zGQg2-gow#HkNGt5LyJmEuWQ;c;>jroiW9k~|gE=j(_*CLuj-Y6<(1!p2DrFvcz
zPpjHV4yzG{RjBKW?=%76UB5KD1J>!CKwrn7Q<V4$Fa^jMq-ZCagCZbd?V!A+ouJ<g
zn;4fnw2hxki|u8kb2Ty2xIeX6zt;&X{UkP+k#_LTH9x~`_RZ_Wu$Uu`wtse=sKhk-
zZ%y{n?*RexXFvt*d-*)+&r5ggi!r&QWogdsN%uu3lYCAs_E^Gq|5iS560o2KIj<e}
zNzR}S@=N-wyLMdLx3{>D`X;#Jno3O8IiPjMBGm=$pAE0mC{)k5ROS_|q^{;No*=4j
zj9s#8nH+MjvoL{1ryOIw;<GzZs5T#GWNQv_SxO3{LmRJ^RNOkN`e?Emtq{tgnL37p
zx28Qm`kjSxt1`r(D;>ETzZnhiXfjUG6J$lWj%-fe0amF?oTpQFj`W|JV_0v4>l-G-
z5^3(#0S>hKRTqA<6LX9gA8ce?gZ&!oXb(@U@K>rvO&=?F&56v9oqiY)X~@f<f2OJV
zj7u5w6@)8c_LL3wK0z%<lJJTs5c>_|d7K4$47}c-9)4C%^2aJ=5t=PJ>Q7Z$Zh1h!
zR><Q2EPh_kh&5^nA)$Lz0Gf_B5&^QG-uUBmiKp6+|0YboXo2aypvww9suf89Kq7}R
z7I#F4;BVu);!$Nq(nIqBIHpv`eBG|r3+;nVLNZZl2f5?k5lY5(CkKzCRss=wP3s{Q
z>naG`gtOB_#a=EdMD;#~`FS+Ak+V^ZeTngGkGvkgh(uw<b6=2xbM^(8+O0Yv!pxNk
zRKP7(Cc32lE;iWRF(%>Df6<!MKEA!&kXPF_v+q@|(bK7b(z;Fs3HAL*7(_3kxl;#N
z^!gh6`5gMsuhISd9`B4M_k0GKUHpMAY7i1VsEUWKkedx7UPROG`MT}h+53HMo5$KY
zRT)lU^{7!d3r9jWMlM}VTHRYyvglz;(BBS-47@Cv_{smNvHp)nr(P?}tu=0VHTYj`
zZzE&jiaR3spT1^b_0=Z&99F3JX%nb6+KFucK)^JtMWEe3<l96<6Zvl~>%N%S8haP^
zHLLAgAsAQB`I^Y%!y+^qAgE|R0*@ZLo6C0hZ5y2@=#@|}ltn#*Js5Z|mt@V;v74Yf
zHh;;2y`Ar7Sn|}D(vtSlE}f=+FQ=IO$D4oPgtVoTlp!CfCMkSVzvZH9H7E#`=F!JX
z-trKZ@2p1Tx<0z*V}=7|p(?2uybx2Ph!;D8vK+<GyCWZqSzp};T71dsK70nStXX2V
zK%D=y<n7v2#^=T_@W=ziWz`kUc7_ZySw(Aj<DAe6ik@V?vH$np_?M%#k!~`d7GIlB
z@-`H4*Bq1~x1e;fq2HH_IRUXA$km;#Xe+<)!SL@fcqJ=ge~a+Xoa0?Bb7UWS{Agzx
z^l)G6Gd$&@_}j6P0Z6#WT3yUoy=s5LC(dRa<Y^r5z6YUBal*?;S9nlcpo+Bw{8f@>
z7y3cSlPF^j?fgYc_?t6F*C4l{c}$KL->I{FaOF}gCA(SsH-B|MP|2Pcv;A$`9b&3~
zuu^=7{Pz2y#<JpWb|n*$2YE5PV?533dwIwjL^E82E2?z;NY!P|aqr$Wo?(#)>BFYM
zC%P*Y&)xmvkX2Pqfx?5~X~BizStq{*N5{X661#afm_6w?QSG^*R4ANTL%9<Xw5(CW
zYWAdd42VMzmUde_PF#<JAMw+HUZCPgUX)epguBUVoQ*6JxQ?yi(6=OWbNOFN5BNj*
zX)W6Avbi-s<xkobk5-2`tpL5={ruL6H}4EqHTx?lJc-htvX8>)Z{u9@Wb_jEU6mw`
zu2{DG_f_oo)72IiW56!bt#F>(xA7acK^?evuH|<2zW}8Y+ozNvzcp>D8)MHaA<Q)$
znOc$`X)VHWqG4;=Tsho;5Ow~{8(?z9u%0I5?xSYqfraExZw?d()^`!|%i+aNb1e4;
z%{ZXz-#%Lw{&@DrcW%bc0v@=CUZcMjIYb1nxo_Vb8x+{pRi2|E;+^;<@p*PU=e2GR
zS=0m1=iMWt*Me<VgS_x=S@~UBlfO6SJ}~?&%E@$p>j`YMFZX&JBifu>Yu3Ll__`!d
zIuCSl%KzbZ`t8#;U0R6~bp%j$*VUo<Fv`62=g=u3CGMz#g!s{ANS<Eu5OkO}E+Z)M
zXwboIRA0Erb>NPj0Mg(wPS<vsZ9B2zh-mZ9lOG_FLjn3wUJr7BJ@Xo~Rs6}yAxvZH
z+t2Z%&5K>ng6XALkltt9T?pLyqQ&%5Rr^#a`+M5(Zb)Jzh1DTPTc03Nn||P-)cPYL
zQF!WAkjzdQyppbA!6vhG0f=oZ?8EP>xTq#xIxt-MzZzA>BJUMdHbxTKNNdJKJAmU^
z-WmLLHtb(z5N90gx$-Q!a(_efm1;gh=Bcc_hB?XetM_8>QYu#9wyY*;&t#V-mgM_h
zMU<qkCp?VrRL^>x#E&oCOfla+zN;NZ)SIKN*spZd$qh5vz;|4|Z#BBuso&!fe0oXA
zD@O5Sf0n*}rk(>L&dF6;a;6D#R$uZC-;zzh+4l7!jV00lU{xY?3pFi;9X0bku7xZ%
z?aZ5S!}J#}x~$PVVf#^1Y3N!fUf9c>nP#<E&1e10&4wR&V6y#<;GE6cM6UP0`wxoq
zduM3iRqi!Ki&GPKh5G(HZ=r)&`uG9N+y(>*bD?2~qXtj?H(TW%Ex_4T9HmjVk6wfA
z6|6kq;JOL91FMGiL@j2pgF;{{S*0lvV)oIrPKS5~4!H4ecYS*x*uo1E7Ycvy0JLM!
z^8)6>K-IkKuRspFPmf;*l<^o@9yLeN647=^Z!`Z41QqqfZeGyukecXX5c9agAbL>m
zhfDI<!dt=q-QR>p5*Itgu<fV*x_zkY^nqxm|HCb%U2=V7No3~9*85z1v5CWZ4tQHI
zmr|w(ChtYdGUX5yZ98x78fhq4Q#xn;27iOO9G3&`>afzN^*cPm@|k9%O|yEs=I9fV
zs)*y&tsN1Q-|BFeCfWfaXa=`fOm(K+Gk{h@73}p==v$K0JMTF0zMbAZJK+JPr=#MF
zRFnYzCa>yfT>D7$6q&rN!N402R&B^%78?3JdH|Z<t$mdIHuGRb4Um&hXgmte8cUF-
zx%)h+bY`1(oI!^y5LC9bAaa{V#}hi^gKkw<L<Ckd*thF;C|z5U1z<E^KpM?<6nS36
zYFaZp1?b#~o)uSh1Wsa+W3UtkwW_uUFEY2$>LJ~4C>;0N4HCS~UMyb9v)y^aYbd%B
z6<)aoTU^9BgY53v7F~%lMLOD;%tzk6BQ8+%3d2y5L&6&s1<lqf`1WG`_by_zl*jz3
zI0b&-P_WnGOYNiL{DEwP=;eXssZlvxJ;gtzjl@HvP8yl*wDfdlEEN(0*V-aa?r#l}
z^&1CJDsKCcE}Pii6j0G=bN<rC_*;S3-E#%W3(poVw$7k-rb_9X<FV#|X`Ss(SjTXg
zpc5a2ya?awB!isv52MFb+;ONB&`tbK7K8CP-ILE`BdnA(yT~BPu7M@Xx`A$QSH}Du
z63}_ymqx;9CFQz%2L;i>F1q4zbc|S7{~C9l^(cl+AL;)0>YIgKzYvnj5O4nCYg{)6
zrY8p@%Ce*m=x&!ZM&?fZ*#1E&U)4<dYiHhQP6qec;|q!Ab#L(jHfZ6ns4S5@{zW4#
z0Bvc9ikh4PQOleiH*~aCWPa^ynlXwe*z-uh1hf$=S<(b$CO>mzj|+=z!x!U^DNK;j
z;?^Uh^Z^07JY4h?SPPT`e{y;r@8#(lAJM5K*?Lxd*1b<3ha6`d<7V6_(6o`LX@xXr
z@xI#o1h;B!m-8B*prx0XDxz{x3}4Si8lBbzRi_t^t*8Bbl6Bb|AjT2hRM*T~a$s|^
z6>$-owRMB0jW+QJzI@8CpXbdB9sK3lME<jI&_!E)!@^{@D7GdNJG}}^v~)#}_&r7D
zad3!v?!`;^AQvuQ5LEd0de^b-+}d(?y_NqP2g4$)IYhu}vxCzv752z`!r$ohRCTi)
zRx=5bnBhBuJQ!2Ab-0LVRNrwS+vhmZy*U&QRF!_GDQA+zgHGd@(Gwn%oKx@THPFJ(
zcVY!Bwq9<hQX8xYxQ$h*+|jQwxW_P7K=zn7S~G7{>%G`cd5Gj>hZtfd$|3~=g{?JZ
zBwFv8hsno@9quS4XiS`0H-8#mta5pLsgkE5N2}7=;&@L*LE$BsrUp}(d+U=v#|N9+
zi`@`_s0x<78HGEpYLHWfW7F7Gyzk>+8~KL0s~V}^gDV9BPYx#)&KtRD^nem_xZP$+
zy=NyAX>y9>8rzxv89pLLboKGRhrg&uipuRn$^4Y(p}a7m70>aziS2~tQU+E!JD0Hy
zj*N!l&S@6;3C8=9SGoml$I8d_NTkat#+&ut{+qjD!ULg()P;yRRvcbzp;DT&=o&C<
zL?G58x)FaHho1D$=;ku^ry1C$P;(HeK)RZH)^tkQjXl0UesOc#?4wFmiu<khGV^}#
zAW_fCmYr!%I<4)s`BRAnE0G6<vTt?2#(aoDwzp4EY=%b8Tn$(yK>Q5FzI=6py*=(B
zAhie!3q$qxik}|LDn-@Pp*d>2fW!TpR%~Fgp)XP(WpP=*M9HICQhf2AgMMo>=thI_
z;Z<ubt|H5u$Ua`6;$rY??Npur#@;3>OFOj^*}>vdqJFoUwZYiocyYLL>}oM$14|&7
zzg$qeUnTh6xhx0-{fLjqXoVQ$b}=N+GK8lj+~Oe{%Q1)TdHKdJ<69;wy*esBs4oF<
znakHFG1utn{hMx7V2a1X<%PA5@1GtK3^RUvVt40~XdC#aqeB$Tse<Yubaki@U@SP~
z>jOt(-#di_j}B(j#Xr8~Wo05b21D{QBYZ~9R~|lK27k&@M$=Ar_0I?}O5o8cSg)J#
zs8D&z5G%ePmc^Fdt&^^IQ+`Wj<pocd@FFr!YU1bkNe|5MX%&bgi%bGV5+KIPppuoU
zNw`<}GT+UkEpsCfDSAE}*)L@Fvp4ORS7v7B^78U1V6B+@uz;=j{P`li1scL}{8o_%
zCm&;`0s$<cs5HPS<O8u^hLF1LuO+<ezwYG0069CqhyM3s;68eW(K)53gsp$t8Tu|(
zaYgs}VCW1P6=jImyC{Pk7P+#(LQMtC0ORAx;tB|CF^jNsgzbfE@E|oQDhlCaoTBbJ
zcq4Ae+aO&e|5puIVdR5hgotg9SMtMc$2Uk~*8z<Q;mNaFG3<QJ`PYF8(|wenVI#q&
z$PQ>aZF@%9aspiMThp|x*WH2OhT2_>l*EG1Iu9^;QwIQ3X{`4KuU_hW6{2TnIYW0e
z=XUb4lSH<K5e7|jANs1nkeQ}ieXp=k9v1A^Zh)%Rj6c}Y<t#mP)$t4!B43xO-<h{|
zuX*!BZtU~V?4mITziIkE!=@k20T>8i^!gq9wHIKF0oJg9=^In`{?=i9@o<?y*nEL6
zPYSmOh%pb1PK?VAmIWMA?p%IfCFvTipDZ)Z^>ZBqvjiaNc6eZp8SAd3i9yzl?mc=p
zZOC<-k*1Jm5T=zlQBk$pNmDq3V2m5GMK8OP0x0@y#JKTbaO45zL}1?SuKm(v7*?;u
z;sb-}B~I%uGqOV0h&ly5cFeELlVhZPJ^zfagMSme2Sfc#edX5(WdQvelHJ@`v*#SW
zd9!!27d(L#dE^HGjqvwj#hk6;5Ld7dtDmbp8N8Y@8yn#yvrB39$SpuEi^s{}NG4+`
z`*fkGJ!(<DcSm1us4%vgFH)TZHj|z0EKf5hg0)A~o2VX%3^gAiS1$iWB_$==hsLd7
z72}<?UY_cI#$Fh_V6ss=cbIQ7Hu|ePe0lH`SSDipetTO0ml9u6!9%u@@OR)g&<$R;
zObm*Z-j=-`JM#+(vB!OshF`>#u$~G=@KNMw+(}E=e?AZ)w7b7r^&u9?i%QBh=K0K@
z+|)QLzR2ieMl<&JY`ncB#b(mmF6$H3YDwY%MzW5dYmn`q6(ZmUxAbdke&9)M0T8V#
zqt0AzKM0f)MYTai<|Z%O^P?$OX>2hv+_}Prj3EC1bHJ=#;LsD!rqkL~9iT>olSSkE
znp5<nAM<tD9`(PfMjj47WC8Rl^3B4AWVtU4Fw=T(zWVR_VJA6c_kv1(!zaHTf+cq_
zw*!y@x(gWa#%}&Mr+EfWbZpklufTK{^l)Tld5gcEUVj8&Fj+!G-v%%FVEHq4%X19C
ze_T$x{qh<ayTV^(kS)^{q1jVKX>II;ohd4zqM#1X?u4E`WMkW_9E>t>oJ^RZ*KLkw
zOQT;F51ibd?mBi(0?wua;Xk2OZx9RGF~@ptKPe*!>T=Fcx{+GqGFk?*b1=LM3T<!k
ziKTvZjj{fB(q?c{zDsSLp}yMSFfnPjwMl@P|AW-P`b`b@PkPGpc6{Vn5r81tM}12N
zXrNZ}2*JjW`Hrjo`KQixFrTf2v2n(6o<5zRw7!OvYeU5*a^Ur?mt1tckW0mlgUc0N
z0gWj|46)s<AcBXab}3!H#;`gHxS;d&lMexuzHzZES48%LJoSH31{+}OHk)ZS=~rO7
z0VJ^Q*K8%QiP*AyMuXhzP=$ZP)R5H5(iF3rOAla?>Vo{Rv;-d%XXi?|6Khw{$4!TD
z(IbwRx&WWBIL|D>ZBxHY)5Ep-W`4$DJogFhP(RI_&fy)TFq@uYs`BJKWFqUeV0a|i
z{--6We0-9_bDvEes(}JN+yBbVuVbZFI$%#Q$;<I@YyOL%5cHp!X8nebjc3^%X<1)M
zfy1&{KiA|i$34jOoR)g6W_G#yvMtklaM4l(QE_Z<m<awTG4g}6m3+VIRYS~k2>uyF
z4v6EtHNCz319{c1_f+H|o*(_&3{WX$EC<~>g}Z&I;4t&|%9DpeHrXR$nQ7K2o@?$L
zj@K96YcwN(jX`cCC17pLX2EL!lJUz6&?L@8<9pLr>P7#JEttWwIZx4X1(fU;&>it{
zfvdz+9JpY6DEDcyl$2CGAj@WcaS1K>-*sOXK7W3-d0y;V->Izux(8bb8B;T%X#r=Q
zN7L`wnQ3<QewH_L+cAxbs?kSrV6w^*Sdv%*KP(p~MEBjTyNAi4Oo~|u4@Uo}-vOvU
zVB-1E*?DH}r<%mcPW9Xz$l<UHK>;L;*EGVM1po7VI>5xB-ZH}<<FbJ#H>;O3iFnI$
z-}~6D=duVuNSZ2ZEM)-`h&&I+DzwPhKmFBiVkfvO1-gqpz1#5f=WXbxQXLsqdZa>V
z5WwUvrpFxjJPiJUB-{5X5g9z;iWaJoHq1F_ZZQ~i|9QJYhE*AYexpVkQ5Ge*7kiEP
zp@}v#|GE2{7L}i#+h~e{5Oog1?Iy7i$L|YM-q^Lb^RItkV6wRBz%iR)*i7+HZr^uZ
zec8jp>%8>TXK;SY1Gt@x0L@o76>9&PN@6p(t24Tt3B(VjCtf}+m)Z?BU9Sd+fb6Bc
zIKjEO6;vH*t7>k`!)8SGPqwv$FHr^|9=N}VT-hdw7T2om0jT2M8sSYZvNpP~c`;;2
zRRi0dc|9XzjzojeCG@x_*j$^oaYBFo7hOtT1ky<(Imf0@8w6gmV<;;}<0<&&ZGFbO
z2n&q!F9I%HLbrbl0rdm9^ra%-fn&aGkyy>^L#-GART>#t#YM;#bwo02v&l@^R12`n
zzB*8W?5&U6mMxO*a@{5l7Zv5fhG{(3W?3Lio3}!OlkEO3b>Cjt;N#nu`sZ1`VWrT<
z-O-Bm6%9C6x`m>q40iNFCp4(f6`-}tCLY~>Q~%fFAq!lr<ky0+(kFilV0OoBkBFe0
zn#VV~h)h!B*M3E_b<HI<p=nC0B^|p9;*f#FA}@+tq;wSdX)0<Ywa2vm7SAID;_jH=
zfM(KnL1}G5OiT<0mfNN+Owj+Edv^jSh-I0-^rRLGYunKioa5&YzTta+GgPH#M;1>6
zs)#H5XMc(hHoZI$yig5doup7HBh1#lv#m(pIP+D0dTN7kk*@LW&5O6`QVt@#%o~w!
z9l6KS*E@m)m_vT>C-<k43uw0~be)^S8>*Vy)LgBDAPW5D1u&9>j2oOL|I>sz&<Q6F
zW(1xO1!_yYHmD-QH`pRmc)Y<t$}&nxseq34>6d>BAPsj7Uw@mPKec@4?8OJr%-D-X
zm#%6*Ffz=EfMBMpjJkz%C+x1TUx%469&LS4%<~)E84eDz(d;s~Vbxz&oFMCLMlk_B
zf4{!P>@+}p(Fx`e1<jFQZ!`d&P$Bp?3t+<e48j46E8%f0IK|jZMM(+RchZ+N-qlO*
z^h+%xOljx+>#^vJ*lh^1jd%Y}=mHmjtAPN)mM8*f<?vWOvSC@9Q<VQO95y&?g|c<P
z)DQv8e)W&Yssd2G&}SUKQ%`JURkho00u=~#m&cYDq&(U%F8x_^SnuJnw|WSW!{yQo
zfhG7CPOSlFX3_Fhml;O`J4o=tspugM=@8iP0${vML3|?&g5;Xup<g$3CWQKS|4mRJ
z3W(D4Jt`*&UO(W!=Fv1Bb`J6f1{J2W!S%oO4NhHEGL{g(o3t0lK9Q?}fs^EY8&^t;
zk2Sf2{&esnncr8jK`8OKwpHgyDaUx_G$Y?+&`sWh6*hHwk$t7Vf=>fp4|SbQP!`ve
z8JLUo0b_k&M?f?h5&(uT!v5WpKDZ|?@G&ZqE=ikVwyZBpc&3&}??zbiIr^ZR4(Z8^
znyBgD?Q`2-owyT7DTlg~o08TDV_duYNbeh$8msB~6UyAls}ZnK1hNi_$g%6Ab~UBL
zeaUH|=C0_le@21nCAf(?vN;UvD|PT4o6SqjK)ml@DiX3&CT5jq_b&#J86O$T0mgXI
zTlh*cuu=4klT}sHyOcGa8zVP)^h_uxx65PKb6OpFly4M66O&M7S=IL=9Xp$|0*H5>
z7Hw4D#^w@RaoN)yNwk7{fZ`}ye;WqYXN80?9~Z7nK4=#Ex9G?LL@TC9TbqN7AQ7Bn
z<4Og77-=oZG}vDSo5u!KOVgy*VJ`;4`;(V>O^S=u+5VX<zSYi!bWw1@P7-GRz2FHG
zV)m3}Z|!q!3ics#<2821zm^G%R&yz=3)NI_*gc|e9N$1I!u=efKK9V6ZN1mIBi`Px
z8dio?y~Cc@8QfTjurZC_d>;Ox`VRK+3^h%4Rfk86KF&%il(AUGC2j3QXQxJ;M3Mgm
zreM(t^7NqmAz?IjvebPvlAriXEr8FIt!Ybr5{5g5rxgg8?vWp67Q3F*a-Od~Ev{BW
zk0n4w>6M3b#XZ7uP}z2pAom;Cnb$wqq|8LeLmZU6-tEKPf>VjYmfOYd|9%~+#kV)2
z8tA-75Qp`u6+V9N+!v$f+oum?db<E$&GFgk`q@~`HLrkw?_67sO^eGpuM1`p?2#bR
ztwh1{A0P7assT8Gjj1}Y3!bBo(6p`rFc5WiNxIma#20*&3%|-gRh;+e^y2)l(OaTp
zV@qB6V5T<O1MN$HvSN*kk4`g|iPP2MR=`jR5Rm#Sh0E=TlGJvW;KD;Xhz)4rNleU|
z=!u>wC#5~lZ4q(avGd@zu{7u!z=2W}n^ArS`2ZAN{urw88g{PXqTYcQJ)Ne%%L1&G
z4CfX9!b3LY=r0Mma8r_%2h9op6BImC4A?i&%ht>V7&T`A)w9khd6_uz7F-fH7F;8W
zjziG=FGy#scnX}U-A?nLKo>Ar=go@%C$vv)@dI=$_w4lTf;7Ak+-Y$^KMN|T8&89M
z($xxIB$*lI`|uv^_r<N<2Ax``DS_@fKZ7>vU^sR@uzNorY%QJwte9V3<EydQ&EAR%
z0~x1Bu~A3=%n=y@<(pb%M#YO_0Svq<pTJf-p&Y<gC;{_e8Qf~No!FvJ(8Py7P@<DL
ze{MA^JMjU`Z(n~Kb>Z9$C`j94wj2fa@@VZszO|nP>yqhs!Rq6dww>a|`-K`Zq6!CV
z%6_0q_t>SCmILJJH*_eV&tH3-UnlNCaJJ^*;?D9<jdaQF*FQD^9~D4Ax9Sg}PEUD*
z_+M=&MzS`&dr^#{nn?xH6I6~z_#R+GL54z|0z9xqhkdHMS)j=+OFFa2di~~~@UUM+
z4UnZ3EwoPot*uB}kg@~EgkG^_|7y|<7A{I-90sZ>x}f#fQCe#~0$MuT-2wx^!pHX|
zEwy8_V<c0}7Ip~E^7z23bFf;3Z*rz7Frnq<8Q5_7bAk77fkz@2xSK75`!6nheHWN2
zIXl(=_nWrb+T<Cq;+({a7bi~bXypgCUoP>Od#xN&vV_=qd)fvHR?zfTo+2J%Itd3u
zz_SJ(Z7p^k47~Ll85Jx4=XFPb+du{1hRfilV~upyg0V>n)5bV-@}u|=SV2?_TyvnE
z1}O@)?aUY>;ei~0aaadjiIjKtTvi5;dL3wbO+c9sc)!&5=PqS?t)wxH`3YD?yMdzK
z&|YcnNokNc#EZ@U1Iukt;|*ig4L|yy6~T5+3tla#D%84Rg=5f^%i#l|UX|NsKR{ao
zuqas2YJWGaF)sxm9DaD5f{M70$wA#>I%N5%+vijR;kxF!HiADEmo@zf#C-L0=~dW3
z0u$79^?m&L%8vUHGxg~yU?7$NL+-|ig_TkGI>-T}CQQe0{>u-qfuFwojr1iR*)JCG
z2x4VK?J@wg2oIc&Y0BXR8Nn@Jz-YZuT5e_*(GqFP#Jn3zWArKzf^L(s61nr$Rvuqe
z-vsQ)p8pAYgrA!`*XQgMFhckL&@R9EpTDlgs;Vb(p%?4*Ti{_yal6N{Xd75l`lHnm
z!FrwU+)lQvCg3<*IZ<NKT=AimGb7VX=aZ)1Fht?T0=KTm{xS>SBv=LmCV?*a(yaJ@
zb)OyVJ|lMQ{fjRe`;qdVykw%k4tBw108r^QqIzaLFzv*1-BK?APfG1?E`B(g+c|#%
zbd(ySL9>6I>wI-`dxaQj{PQcQg;g@g=9_f`u9HMzm%BreQ<(pR#~&*)KNbvMKVk9$
zk5}Ik>-mu24Jf5I4rc&Z2b$DYE>j%vG4bs;@Cldv|9brGY~48G%ODO=6EqX2YUKR$
z>o!HaLAC^zok6*C4DiH(S+!s~p)KG~3=X$0{&#_4*x1mbp-6`noHG{riqH{;BE@e1
zF1>5gC`!-Pd;a`GI?vtMm<T?m^Q#2g4@PhSYGMHPnS|3F`b^9CeEVTO4rzCGn#>5p
z1FGn`56lE8p_!SP$&Wv7Ao@F)dVz3mzGr8X9Vq7p2=KaDsE{{1&n+0{|FU3U$e(9?
zM2`)dP@0N`#%3B|i%wc|QLq#Ls|B7nqVwf-bU<~-=V(okm!2>O;A8wLDf&XdPdlz}
z@_WMM0Uk?MO}98*9DKlS(r{a95cArg3SK=^{rgIk!?~UKZ-LvPo?q0Jeh$ILheT({
z?gYVnD@CHyTSkk3)pUP-((c2a$*uo#w*SzYvCt8Jj7UC~l&~|@-~Am33@>$!hx&&6
z3k;{nM~?a2z{e0zj4FSLM~DsEli>Nsg|jU!!L(5l_aT;d`6dDIgZJt2A%Vb6sLFpy
z&Smho{;ZifWAR}EKG!qLMgp-mKD=B5jYUq~bR=fIPW0C$b?d?fCI_)n&#r1XmR@$Q
zKi#v`J^*ZkgoaPyT8AK5g^Z7<vx)Q7{WmN{cK=_MS{e5>w!C?%b<D4jKmoN6$Z~IH
z&vE5~KWt%ngSYeK@0Gc)4lKl-hoOrWU((dczF=#V`|GEGcFJ>S>CKzN-rio!-WtOD
z#N)Pb*MF}LkZ@v==C-hb1Uw=zkf=pK=S`7-2m1KWs@xp1`!T?X%HF|A8H~m5c(-oF
zMf??Pr}cpakrAwbu6*oM-u;UGZS#X?NkFhVV?mpV;;7aOl(5CT4hmvM5?uasMg)Ky
z0`lcTg)m`s1dvi~-N;=c|5|`w6wDw-(?L~kiw7Kz>~(Q)+kXE_wr#dHT>)TC8ggrq
z**ldS7b|gh)Nnob*JvL&vhqQ)V6TvX%nefI_Uz7Dli`0g>?KfsO;V+K+r)%ZjWzwc
zfd!&KpC5x$6O%D%-Fb8UPvZrUkn6_r-U13v{eAm}VD_zZEp2eWkn9CkPtg<AA`e}e
z?aaWG?RVKgYk@fb+6s>Ul=MH4OxACIWX%!VvJS;s812(B5kfbXzpMCCsqk`bP`vCO
z{rF*hCE(m#gHd{|_giVsD+8de4PY~Y0eT_9-SqW;AK??gd13TkyEbJ^hYM;zxjLow
zMyAai50!pL_%2x~{{J?=TwLxNy;fklf>%^jWZ*s@0q9@RtHZ^whv=cnLT{K=7}tfX
z49LKA`1`MtplQ;me_17Iis`H?UPyz81`NZo0gdIWK}=oZ2Vp`055kiji=@G$SN=`N
z#`ep9At)c7vk3+OizEdF1p$i0JYBfzY5hC^(38X?tlc@;8?|$D-T?R|cU0qnxODzZ
zq9pXa;Gx$P<p5eXI5}M}m{ldC#YOXcHEuHK*Iv95CurB)a0S%5K22FfB7pb&f_Hi{
z^-h9Ex6E{Hq*J%-xZ13{E+_~L%B8?H$m^2NK37S+@|C#-@L+c)E&VxfsX!Xn<zD(S
z15vsaz8(hXSnomvJ=q!2&mG!zSOxF>SL3@rkLPTKu^i0H#bmahgB;zl2b3EC>NGZ;
zr!Ai%2g!7y?hf)DkmTFsEM)eAFoKuhY^V&ikdP3PGr~wuus!yabZHB-0(KDrR*C<%
zIfe)H97ye6eb4RavBqrJw|{R6)Syh+0-!~=d3kw9f^i0-{@oqZ1>Cx5Bmj*uF*Cbd
zpwWN#hRO|&9{c_8LCfG47!n~KfYukp!29*YJRs2pXmN?|pTdF(0qB*wvr0I(u4YS<
zaZeSQ+lcry!rx90kYS0q{0@(e#Q@wd(9TrV_PSYmZpC*dlqc)`h{681Qv8nnZ*n-@
zjMu^0YQkl&=PyPAo?I}gtIxwP+;6T#MD7;n-lKXhscBvQ<J$*(S|wZ@4nlol0=5$0
zFW05=lgWksu@qI(xXFSzp={Sr5`W%``k8v&l<jBu*<q($bWBI}e*7X8dTbH79=ATN
z?sFZ-=XUMSi3So0FF?960kE(D5YRq2pnk)!X0fTtg67d@!AA{dHAf)c)-AK-cj#q}
z5swk?jxsSAm$nmxE%stGYnCxmaDYcS>Aa#(BD&SVx$ZSm)E)g^KZ8g#ilcFibKHJb
z1wP?!7a^bIJzWZwxVqfuvpSP2-$nUI3n4*eh=U)pwgC4L{bC^~J?XU!Pq#xYbY4sL
z8Vg&9TX~s6hC>P%55X5ZF0N`E63Fp{GfD+uL)%v~-%lqoas!Yxj@$P~JL3fN0s23f
z70^gmz6mOF1+N>JnVErQ9nIF_sb}vKjr5H;$x%;JWEg$o!X<$Vur*c^`;j0%+AD8u
zZ3U<rs<C_)K*!oa%eux}EXGAh4=m;LxE%r$;8<5ha7`gLjlhi$Cq_KPK+JE6?()5B
z5W2=k;i189M|*1=92|s%gy4ToeB@xLtlR<oU_(O#7}GNf4xqcSEn@oHiF8937o2|~
z{TrYrRo4iqJ@eRI3Gnw5+9a?VEd!zqZeKqnQEYhK{|Y?~=<oKGmmd;S<-Dx;I!UdI
z>U{{TKf*4l2<lO)rM@Wk*>^Aw**PgT?M2~TJ0Fo`zHu@GJB+DtQtcF*+M;F1JgH$^
zu;qNoGNSrCUe`C_tY$Us1MDH}XgEmBrrWVl0^z#8AW`>iYKragV{m<d=JNJpnjSM}
z<8m&N8JC&q@7E&XBOA<zod;&|pJ@eML(?C?WC*a>W+3QQR8dh;RQzsxZGR|)Q6kY8
zU(bDIvc{(d_%buWoTS(c(y6ae!>spVi35VWi{J5v;N|5i(%XeCSHaf$`)3Xg4%-Wz
zx)qMM`*}f|*kP&`=aX;yPK8?|YHmVFGQHb#Fk!jE1oJ4|;k4nk4HzB`zZ4u2awn`d
z`hih-g*m_kmD_U=ovU^0d6$7?!u3}81|odCS|k9vJ?q+nG4^E#6eIeY=?(QOotGz4
zF2iqJz47P^dB_8!7S*H&Mj+$;n5~(X14)WZL;@m#7;)-+1}jHWd#0($be@$#%i4K(
z&4iswB2m+AQtGFt!CE@1V>;i^P8K+26YV>ooM~6179)-}jp2pbf~5FIo4i~CKr4zo
zW29_bT$2#)^Z6&dq*&nv>=8F|od8K>d2|EH7$xk!H3!5FAR2`wCU(K9#*EbNhf)p*
z0&LWKg^rt@C5(NdAs4h{a#iZLJu(>d-(T>g3J#IuW7Hb`p(86f3HYg~00XhduH_z-
zOY|9h>}BhzH(JkIus*W&wK6f~8$)I$l$P?hK*tAk$VVSy-cQpFDAT<0Bc=vY9#$Z3
z7!wK`TYH6-Paemmz9iXN2%-JO39}@aX08su7vm<3(QBg)>V^Om_Ge2Yxw_p3)xW&r
zeXjqa=5?GqAS8dZ`Lf7)`8U6nfc03p&8UDOUHSKwDGsj#8^qpPXGO_wjxbETs#3|)
zT-*eM+cth`+^K_K7MqVe=wN|DoZKaSOCg)g-&Sp0jG%MDpWAQEY{eZ}@f)}o{zip}
z+pj>{@E4-9ZJN{0wq#J5B3%p6yBa_6Dfqq#N@Xzqv|B)KSDYEID=Vrl_(;=1>{039
zHp~H7yjE@b!v&EQbr#b9jE5Y!e{qb0%{3=v5QTkOd-Dz`#IzZsn4d7=$N)YuJ@?st
z@eJWH({ASPDJec3w$lCJ?j5e<XiFs9R_|(duOxUllj5%G>P@CQB*%$e>uhnc`?~bC
zl6*VZXA*4DPB#R6tQK=x2vSbslowT5sm2@P={WN^_L-|r+1O5WI+$T<Rv}I$ohpco
zjBM6N(Jd`>CrN<02V=&|lD)TMW^Y|?4x|&_H6z`y!<Autn!b+BJu`LqzaM{ie|z#&
zmNxQ>Kg;K(NuOU+bxd@m<h-_HkJO>f-EmO`*4kSmrG0lt%3w!mF;8QRV%uel3Z!Cf
zhBD;U{3Qo`|6e9aJMkj%50lrdppnJoPHA>o5}S*wHD+gV(vA9F=#0JFYK(oqYeHUB
zcGxzj;hsL9-~Q?8XeBc$b<Y83_+$(2b5ggHW;;$JWK0mu!!DwK2O8^O`P*(qXO{Bc
z9ow_uXemzu9KH^IweTcP{h}g^7|&I}z+LUKqUkh$by$9v&e75V7NMM|=fnFM1G8jM
zm};Vi0L~(7pxR;ucE8pCAHLoKs>-#C78XPWQE8D-8dL-nL_$(fKpK?}MMAoz8>FSB
zyQRBBLFsPkPN_}jzqX#^@w@*WcZ@w4TR`^vKJW9am}{=NzMu^imKjBVcQ*`rPuwo_
z?kC8G!89nrkCm<<e#dQtPbC>j&%9Pq(5k11vmt}p;Nt$_gK0g(W0$aN{A2SQ-}qtX
zJV$(BV7M!Z2m3X1(zUWuX92P_Qqqg<n*rzFei4#5d4(qElpK>=d&-G(8+yjhz_~To
zH>b3^kO^*V#wYY8B_;`d|85$@tGWEL<A9J!L0!huP((aMcp?^(G%|K6{IBl%I@LCN
zw9$FDwbr(|2znPDa*E4ap`Pj-7IZjvq+;13QhVl6FLt63s9v_bvSKFD0CQPLM<>_i
zE+`f<5?F~BJCGnQubLU6I9MLekEAl$kCaSFOP2)MC9hn;pirUHlnTk|T`w`cDvu_}
zhkSWEInk&3>&1c){3E)e**&uq%lTWjU)|A(e?XNCoLqZo>0E2ri#-45Z#1@M4@Zht
zKX^$Y#8BB4I#<JOUfoC8Ww`scr>x`qEe{R4Cilz<{CvuI|DuZ3s4}bI3cSbbEvGp;
zPvNuTlhKX$r$bzAl1RJIS6DdeIl4^BX5t$Y{Lhnn@SB0PmEQ<_;Rui2=^PRJN?!(I
zK*{K2f%i<OE8dxbmrq|G#eYaT$;y|QJJQzI*ba}wBKncvi6P3ut=6#M7X6u2ar~u`
zay`PQhk3Z}ayQ)1XceBdONNUC(-As+PCQK&Q<KIUIHs6vOkMZqWiIuQt8BSki&<9i
zzHcgefvUr&tgYVXN!({E{@n|*b{v%4meuDM2m=a}cuqUy#L4oPlRq2&$ckv+)C`@)
z#KfF=PPjyCXXmGD^~a%ods0WxD|88BGCc>{7qRuBr;)a+UP0{dSHsJ<o*7)zP<#IT
zGT{V_Vg0gGnj#veej=9iK0FfL(}@H_V_nGyL;sDxQn4<9$m8Kl-F9xnG70|n!MATX
ze8?+p*)BIN>n(zhq7ingC%p9FnkH#i6A|<t>e`bovX7c{&2%-Q1k}e{2%FEmkuAhU
zA*016Ab15H6T*=ih{@yZwwf0oycPZyF>yY(vHrblw=WU(avZmI$MFTs+npZsO2HvT
z4)q_hb#z8pn8lVm67So)T^@fwVlYp4<wLjGs=rv=LKY_3nwMHs4KMQ^R*vcy8K^($
zhK93jbkN|0Md0kr`w^;N6rDIdSe^N(&Be%2XQEYeG`=TBCcQj5`UH(^iPLXJuQ&Co
zg)Tec&RBnXpqCTeJo1IlhC(P###SGk-F++*3pqt^b!ko&&VY7KRbXOtw4$=zNP#9M
z+ep%J8CqEMSWq8V=(+Bg*dMGrndGR$N3zUE#O}->bt!gmcb9)xFvqP>uE6MSeCLut
zH0?GK>grRpsG~OHV`K7Yqb}jeW|a15(}2kEV4`c5q}%M<CM^jFKbO<et_eYMGSsq4
zn2lk--7T~Z!u&~0HRQ4%Z&Y)UVG=S-=c6aoXkfUkr@6V!jj9*fu$H%iixOU<OuUul
z#M7f+F;*VH(td1Zz47IekNT;ErF?3qj(KF>2HNq+_Q~dmr1(1h+iT}wglWx8=0TcS
zG-mnj>5h~g+f7~i9Hxy(HX%~u+t!oQsHWzR*4Y+5u8)<ePem^UH~Qb?)tq;U!+jxR
zN!r2DQbo6&ENS1oE&cvI2<|m(PVHOK%4x$aLN9Gz(^*eC3OTjk#~Z%dIXn5JVxdK6
zhMUbP8CCa(Dg~8oY2oUc%=s-+$Xt-&yVT0ZCH?H##RD#{t(m*gI`~^J5PYaF7b~|~
z=qt^ark(9ygk7c$s5VN;&o%iLMNYWOgIwcXq21>}V;N84m`Jx-FA}1YH>lJWesiDG
zlPSfyAA!c6MKmnLjAGXECBgs2wHPD(<1_cuyQl{^e4~MZpxeiDl+J%%Nn>KMn;s9(
zj5ocZ@qBS<WZO*<k!I+G5*48cF+zM|p#Di6iPf%scbmZd1C`tT`y0ohR(DOWkNe}-
zvuPfBqZC}9T1Z`AU4G=q>lkO6A)~p5sd}jN(F`-}>1cj4nab@8H{>_laSTPVB9r3E
zC!)vmjW<fy<+5eUpAgY&Js5d+5$$y8@F+HW#76$>cr=A?x%Lc2-2R89ncCWo4P!L2
z_J+-3{o$a|{?WJd6w&=x|B1V>QOKwQMz&3;)@b|!F*UKcw*xr*1h<uYigwk$Z%5D@
z%|EieyhsX;rL``m$~<V={^44M96}!TMq*Ej!NK#PTU;f<%R^5w@{(Xl$;emjS6x@V
zlrgk(1rbxz!;(KOm8!3!)KcCzp5#NssQ|;~M0c`=P2S8bkYKp+<jQ=At3VvbT-joR
z403RLQ}8*8d_j6UP_W+T(U_>?cipGfJUJZ2>br$w$K`1`6cqXVy99M*%E9i>38Tk^
zCYF2?Ib)UU)$2TF)O2I%X(DkYKYv8jD0IfoQ*!%-AI_km@Uq#bX*<3beecrl)cV<>
zmP)%VrWH&l-V2hKHQ4=@0<L8*I64xQ)%ZRRYgRXN<&_;p?Ww+D=;w4|uR*_UHrCs&
zz1qw%JBmO!Nml*XmVWcdVVuj*p@gF*K0Y7-d(Dqdj;_(n;hpU{6$}1<+>v0NHij`-
zWj)br2%{J+ibjK#Qriyh-RK)F>udg5>%Ur08&81k+1JJYfSeeeAlZcABmO1bTcS?b
z_X`<d-qQ&(30sAPV6bel-N6!axPQ0muDA}*k!z^x5d|b#YKlwqr<7(b{1LBzTL7XJ
z%Wi=b2=yrg$WVGrwpRxIF{AfuI!Ra$*DBZ1hpFT{rvhsXNU)S<RP%kI*Ub{QMaY0B
zCvdH^Vy+3p-K1M&F^EH<dhU~w{Myr6wKlbP{hveY*O`OjubYt-l^vr8$bHIwSX*n;
zy>M!9*g@;Tqfgi~xSbYFVeeSR-*Cc}H9#QyQf0W2GmBT-ad-B^g`v(ha8p=q#}mAa
z_qwLAgN_Vde_N=?wYXu?!C~|DF%zr3NOLpwvi^7#$4CE%-Bop)7K>fZ-bKd^yJ&gK
zuK!q8PbVY1$(~R32WkK%Mc*(5@6>L0S2im=JbbZ%G)pAw@y|{T)_do}CdHCU|5?ea
zTpM-g|E#3%7|Y}MCkI&q!K$84VsYyR=gTEI*w2~XsQPF3-F7-RZU++k)byB_FF(mC
z*6-H^(L+zJqf1j3^Uh;ba&#{KLOAYQM3}vml4L7#{@TPvld0m_w;~Byv^%yb-Dm4n
zZt}iC4O{bS=a;uVx_>gft+{p+G2T9mW1rG88YjA4UcViqGIsdHp{q`hH$0pwy|X=)
z$!sFLg0R5-(_I3owNxQJ`z?d8jW_vk>3qp<-Xt35-fsQj|Egxx)Ia6<1=XWn;l?fJ
z*!M0ADyjaDWoacNT)J8K?eJ&xx)U#WaROo*7!Xi5cTciD^Yph%g0K5`QKrpF9i(~o
zM$IIyT)(q1^wvK@q5Sqyo53z^nSazzoU7m27l-RHurIxN<aCM5uB*QC^BRGeQ_RQj
z<3evGlk?>`P2{_%DJS2eX&l<=yE8|RLdbY>ndixJF8FeHYCeLRt}ZD%wVCgJ&95Js
z4ctpYkjCcQa(T|MB-m-Jn%nkB^!ZlLAFU!fxnB&}Z7ro;t8Kl0PkAvyWhYY=^5&12
z`^wb|){yIs^SrNRwU0Pj@Zhn`4xMJso2JKE;`sVgpN?Y<+eGNYz&&lR;#Sow6MAtB
zy*Dw-j32#!f0e>}A&fw(LZ-iqXhc$NKXd0UV!>@)wQTKc*O`pvD8`Eat%I-hVr1iv
z-`gTU9G}9@-}QW{Za6uQjJ%MLP;k6rZ9KQ>j7-`;?xwC0<K^d<&8I>%u^r`RxNG%K
zH_M*xDl{y4MV4Yu4j8s>TZ_i^ce-H6+a|(pLg#~Iyp+w=#oyyF6E-X!+I=hF{Zdvq
zV<z~W?bSl;D$G5zWy(t!!<Rp32W6L3tf!^-<mQk2UPum~-JW6XzoHV6kZKX*)NO~Z
zM`?~d&`tHMjHfdw#<e!0rtO7CkE{d<uI&2RT{W!(wk-J_Pd{z5xPdZ(hM35$H#DuE
zL+uk0w6<~KZ&6U@)@{pAh1~V8)(};FPiWK*uD{jX@s!v~AZEyZSK`6KBr^-;XO&Ry
z(*jA0G2MxbXtf<T%TG%)>FoC3ecgSoXDe1mR^&9Xs@HRTC?pE&a}eawb+Ho>^BbG_
za%R|GaCg(hv+j^VwJQAOMr@sw{crdQzHUgOvg-C3?@O0MLbD*n-c$p@AtxJ|_#AM)
zEVUjb!x(g{w`cv@zu>BHJ`Igzj+Q{bv`M31y9hSYhjT<GZ`IYy&{~S67`@-Gce@H|
ze|ztKJ#HvPPi`gbBb^@46Jq+8>8~w92}6yl@`w0z_^okou)M!VlHF~mU*E90y*SL$
zX=Kyw@hhWNHsOB7hR|VqRddQDr+Pj7XKBG+P96PPCSI)7z0SAh*Ki2s%lVZ*_C;As
z1g+HfB5Eq?pW`U*PIXb+@`k-d8Rov*SL;03A2r(*l~k{mYwTd|Jm`3T(<&!t$ljQ-
zxHWiKHgA>cjo#14ntQBR);bY9vOn4UNcIj+k1|Y5AdsQQ>1{ltB4IO#ga|btK|rAX
ztMBB@J3daemJJgPa-#(Rrtdsjq1f*G&m}w3Vqd>LZ*0n;+jl$7d8oCfu8vQ_Vc&Uu
zd-Nd;N+EBY$u1plDS4SDag%Aeq~b0ThjOQ`>t9-dncK^mx#I<zq7-!9gTMDOd7kmq
z6WqwaVc+z0z%6iMq_1cpohmTrhYurWnj^7@2SN=p>mk)+y7*jCFcz)r4Wyfe50Usu
z`g8xSnIAl1Cy3|<C7$g&z1lw++--2AN_y&xN%mqQJ~=M8kWzMt^zMx$ezy#3UXvOY
z8p$pU)8)7xaFX)mBx+<^^OP&sa)wF#Xuh&c<v?iL1iPbc@npTVg9*JiOn>4|=aE_q
z=Pgs~DX3@Lub=Gk>UPC<6RMf7jatt(1!A;*lAbRX-eae{G)PU8KuC4C*EmO1DKs~n
zI(&!oAP<VSfRaJGg7U>pF1O{tKi(n^H=NVrbA7X>v2h;#y#RYb3k8JTVuFWkuIkU0
zE36<PKe=oPQ@NV^W*KhE@**?4$sqJ-b`uw|Z($F;YVQ3)_s*f1elQ2L|6A!q(28$k
z(NeF^8Ycsz)?_??2z8!=f7Rx9l3P(ly~gPNo_RKUs_}w8*8=C2&!IdQDc~$C@gJPA
zIfd%zu+yb0H=I7t*Y{;BVTKPN&So1^b6@f;U1sCmoiC*tyw$!QA1%-TE%g$e2IeE~
z;Wc!X`X!Pf5pPjaP*Fw0?&#Co)(ZvSR6pDzd3q}@ZtVEPhoI2R+a_?S64CK^r9X2I
z<m+Cj?f5X&@aZ83fCwH0UgOL%P|D$I@Fn%~lvFO(9ohZa@zZ{F9gx!S`nCubp@xP4
z=inn5-ybs(XW8l9I+r(09>%+Scyvaw`HQMrza9{RjrGq<ss{~bEUau)Zozy2^ZXao
zbPHl_kqisD$Fkg38}UAc{j>l5@~{6jE<6dKu`(6S%%wLt%KSG;iOON1??O)d_51yj
z7#OT-w(W;RGSKj3I96%vKso?K$ag!#RZu3@N2%|N^Y%QK&y~EWadbszJen*IuwyMX
zs>fsmbO(0Or1G?AaXKPfGNQ(*)yQExMfXB+SghmP+2>KaR|-e?vCeY5Kg{Qyx$5&w
zJ=y8RCo)Vd&Z2+zp)xvJban0u=~>>Zb8sNEw_jT<am(lCv7dkT7)@2<@Uv_-CkV2W
zIUeT&P91KE_o@*SRUgNAG+rW_-8RMg_1utlc}lW&u4<D_syB^7|6(_nzpvjn49czB
z#Uf>ljx?d>BkzBPhq7`og_9sOI_$=)E?A}x1(}uT^j_@tzcgBAlC-v0xp+N|>5p>`
zVRw!)su`Y2n>*ZDQCTNo<BK%^s5KAAlVc}UE?aT#Fq-w!pK$&6n{`TK@RU$GH2c}7
ztd>$GEn`}sgm%edt<3FcwD!#4Ea}4tp;w=A>#>hHEu_IYRa?)GVi7+^VBAWGJWe~8
z{m7$-D1%2BQ&U?!7GJVX^uBo$DDN&vdb(07+HAHB05bMQWz@?6(BYcQ(F<d8hp9Gr
zrZ>tE^gpgrGMdRvd>+<e7QLXV#;Z*pOLG0SL9lf-d$G~jv59MCsm`%UOysMx^@PW{
zxl;3A(+ja4z~aV2qXGB>S~|L5>R^&S69edX^Y`|qG@}i)EWxh)#4!9If8)`K_LbMY
zsrcRXLkSliSYE^8NlrlQUwhV>Jge!beeL_o1A$$8$|GUCmIC21$N9F1DybEg{}yLM
z3Uy~?u#;!~@tIN5Gr!TELD0)j0dsbZWkF~Uv;~{D(?jMBomV+nM8w3BKYW8WF|IVx
zWiO=JDDy#<bIT?-z$gD4E^Jgm^w}XzXdM>DJ++!>(F|pUIdA%~H_~*ol4eiM?t3U1
zmVY}XykvRf{c;~h##D>GkAY&M=<4H6y%sY3k)C35f!6@$B)oZ}AD|xrU^q0j6i%?g
zGHBzUd++qKCDZF5WvMW`xiI5It@;tDr@pL<I~}8M=gCf07&gQ<Nn5aUSaF|?@h_Ha
z&c|niJzMxNm&HG&gNXFdBs*=b@>J5f{F~~)7n*o|1^UmOqT*y2EErelK7V}ttn4Eg
zP!8`8$;ru+Gv9rQ@NjUtfjOJ=bZAy>iWtRdwPOOZi~tIO@Oo&&C>x96dRZYHYD>~f
z_vaX^3Od>1-*ixsO_!Ql?6$)jQd{nV(vNJZp-Kni%}=I4mNe@Ru}x<$1XQ`ZC6u1y
z)yU)}gWgneLoR19dTA?d%C*Mro^7n3pq6h|8MC6&LrRKnOh1#dW^-VF1~dXmadC_A
zT0Eoj#lQ(l#vQYkIF4=<aZ_p3ob?|ApJ%m;mEIc+6thYas^wi!4RIo=?JCxjL)6}o
zyEw|OgcaQnpt6cG>%gqxaPjcQ&~cV^#lB0-*Ygoad|_M$gY&f<r-f!FdJlqG$WAeL
zoh@di1z;3cX^N2Ecyz#J(^Q<%QrbJsI?gf&-$}C7h(Z>U0)i`_T!>kdnWCdET(sXC
z)83h=B2P@-FzaGdq06&rCst}w{WQNaT8;qSDl;-}=<U)}m(Ez8JH!>$z2=~I2u+Hm
z{RXFRhI5>FU#-;A$z7Bjd^$Q@Y(Q4bXoIGT7~hZ9uFheqdsEN#iEFi0+py}MWGx}K
z{O;$LJ)Xm3lDMKZUaFdtUci*E_AZ?JYU6`4JI+N-K4mrU$Spxteq3OU&@yCAQ@?kX
zfEWa2ugVqbFN#IT81&zl2euW6ncj4GZE6{8d-SZv9njB-cYC6vZ@e6KK0)g(rbWzs
zwybh@B|g4$wYn-xof$9E#3UIj+n&o$f6CFJB}9MSrlKG;Pz2Fj+5H!UswVZvKo-p!
z<~(sBQ!WpdE$?Cyw{bpK`5uN|M60q6xUEiFj#&)4A5?5C1Ko?IwlbUJ@rgQYyK*CP
zlLWQMZB&%^KkvLqWv|xF!oct}9?Y?a8PpX|sRP%RzOwJMWTOogmj`KO+o!3CMLlX)
zsobT{t(rDxTcyjA%Z*i%*3lwFA2qJOnvO?b=CAv_<HBCQ^`44W%diD_@QgxPnQPz5
z=OiMz4p0NL<VLTQL#=9IJ~bnn{J!n3e()OBun<Sy@tTH@kIxLI=aNF97Dqll%mwoo
zpCHo?esUIQPzgxZ=FC#sPpqAiK}Mf4GZM~|xRf!}mg<fAwdhCPa~Eb8H#g^E;wry;
zzqt46Zv1N8dgh@-lI++;-*Eg|{gaPWwF+vyVFM=-tNBMIONAe@2>%=;%E?kRD4N`K
zcq>!Y>G#I|y8KqOKcqZL260x?UZ!&`9QXPh$4w8oJENX5NV(f>LeFa@<_}S(>X%LK
z^9QU@@yq0mlr%(D#x^^d7kKiv%q7HjzQg`&_P(_tR@gQLjcv42Me5xv&fqi-f@Fna
z)o3|W@3-EawNzJE-%@U&u@{~%eZnZAX6ACv`B7LA=hpES$gRf6n>z%TrMPV9<yL>1
zINm8=K~sPG7BPy;xFn#irLyi7ah~X|L|lgj#a@sNqLJ*lbS2<=kIGoD-4zs<BlOTG
z@!^v-yAl`naITlycHWBR7EHyjA$do*Ow6u-1+GMMY9ZdJ;)&DN$NHqi0L#8rb*d{^
zSadyfwXSF={G)G0ymB`@(dDiy7W5t#E*;Hm`+i_kh+t*P{9!34adn|$>Bzv^r&bl6
zq-xcxgXHGgss*Tc=2Oq+zL(wXI5Uq7jAe1@GJNrAsn9hc?61|HK`X;Gg&64ZahpDr
zKm)IlfT%#oL(r%OvZVJ>$^^`0WBk&;?JAoo%TVy8()}mYn~|dl2P3MX{U@a2eTwKO
z<lL-+xGbT;e6=3ZaXW;#A;o*mn+m<S4<O_-Qts(N9B%=~YVFf(0I6fTN6-T0c7hLV
zV}Q8yvTfv4uiUs_$58p`a`TSf`V}|bo1nnw=VQmHW19H1?JNjv-x-bgqJ>(jEYq9)
z9DN2Y#Z$HT*WOAW)^oVdFMfqVC|wLHJz}Kj*q?Srj0nG8iXL}>mM{40wlMoo!m{4s
ziS9X*kIVN}t1V*Aouy&BT+(&G5sTxw*{pYA&(GJ-g0U=D<EA&BXxj6T`gNx99L4G%
zUJ5!vqBMC1N4vMUZ4(b7-QD6h03-gE`mT2Uan-z5d0yWAkcSf!rH*GQj2!|s>w^GJ
zSk^8uu*vR{CFqf|xK`3mGg}H(n^Y616H2Wu<wTJR#;x$X5<Y67N?MlRv~wP;Ar4$-
z564uSBS`I(EU=uvQ8NCoVFC+PiwpHfi#4@KjXRriw}|&raPq{|VAK<%!E<{hBz9Ki
zTnCJs_Ol@TRm6wW&;H2AIw_9E%*;&ca&$Xpp29TQvm#&rU~7~}!n1)X@taP`E?UrF
zjsYI=^EW((d|#PgFxT9-6@B><pNE*E3`Uq7m0Ne~)jqO!jE+4SZXf2i*Id&n7~0&$
zhhkj$Ppa|q@}gJw0ki&5zsLFgN=5f}Ozg<wz-mHB&C-m{!81g})uU3kfJ-gWwL?j(
zG48{|J2(FdICN2Gm)l}uJ@>PYpA%T^yzaLy#S2(6do0r~1(8D%degRb-?Ef8+?k#K
zxd$)$UeC=7C>g66-{+yxniW>Nx<+L*`_`X(-Z+Y;KgaQKiH@n~nd*=J^36^0DAu<m
zZ$($S63**zV3xBnKny}1x6l7oqS|~FiM^#1Io_*ORGIW6lQe5vUxiLBuKTs1Vv}uE
zBZD$`3qxg!-Lix^jW9qD^MrMo*Rf^5Ta#?P?8^h2`wM8b+4=_op|USindnHX@%}AQ
zVxvH-4~MD8L{wF_bkYZ<o(BiC%zk&H&Mg_Xd@4RMwE@Rc$lF`{>#00OgHAl1Q=jC5
z<aOWYziY`@RC&ONgU$%0&?Bh+uiFmayK_hQLCq*{<&CVcLn@=CN7L+gIf=bUqhE#l
z_jQGtzgU41e-lDPn)mW^o7RAvhf6>$ptoN*xXCo>&8F^P!G6d=GtG=e?N)m>Nih7w
zZ}`&j(mDmEKS$f+mFyRoO?uB9Nl9cgm3JvyN5`xZ-dZJ|2&N70rt79rwDOQfzI^>z
z@<>N?mX(bwym%XE8B8h_A(T{*F;eeoUE;FdqTX}U(3-y-b}#UwZo*$yWEkysRp^l%
zoy8pW5tnVXwct8b5*=asEuf|YR5nQxzqYj!M)YILk6#O>rlyqN7_a!U{*FeSNzvHb
zOwHWwjn%e2aUNU#G&R1idU(BEC}wz+x2#OzBOfo*%@8^B$C@WLm#Gxp55Q1I@4Jtr
zNyY`tw?{O8>U)`cqga6M1j;QY>;;E&!$+#abTwvKNtQa4j0pL|uWu60?6+;`6+0fS
zIQ4|8o;n!Z+O#Wi9Zg{%Z+z1|<!4XXBa>oeM}L=UJ-wz)0Ha#1mRks`l?yvaD&U5>
zybMNF=n_53qGIx&xPb{5DttpQ;y2d*)OJd(nMX}|ggE%mkCAVzD4l_zqy8#ul1Ei6
zif3#@McyHDUDENe*E^K{X0q>ih0nR6VXLMgk!f+D9tJLS#+@Cl*FMf4gQn>iahzVZ
zxAS6_7P;&TGf?gjY$G8kpqfI>J$aodU{Og*$ryipzMt1HT<B=OesA0+d-?62vK-@m
zTh(DXanzP^<)j5~uKI(5M<t|~=vkxWYaw_e@e#8N;iaeQVT{|7mV=jXMg(kT&K*gt
ztC8_${k(K0cTk`lQ&pj*v4-m+VVR6h8?r=?nhrdre{E76?xcq#pVJHmg?4UJ4IUk7
z$A=UAzz+=n=DoiYV5wv@^fjdP0Ye$IEr~>Us#4U>0X@#A*SE|>LHHB+mAfMtv-_pM
zh%;0U(9)EA4cWH+(XQsq8@wky&^69YMODA_^AQ7sA6jhR{@d7H(aleT4u*#k-|Ur#
zd){iU8STF47%G7^XuPH9$%aC(meKF9%P3krSL`<@@1zF>iy6$w(Ksquf1ZnIpQ@*S
zL>X4keb>7iQd}92Cw2HCj3>ulE@D+0Eu?z+LzIzq(Xfl%6D-8Cjfn$ouUvFd@x4D*
zD~=AEh$zDTR`|?>?Rs?>f-#P)=HlW*l%R#j+}X7FNMj&LTi1T}0stm9!)R|;t1Vrb
ziQgt{E&`g?KB!U<W7fMA0A;8#GMU=Qgg!M6h(g>4v%wq=3YxVCpuB+2iO89<5;Zzl
zYWdU)(c^r36av}ekS1BF!6rN>{>4R$g2L^Rp|~jG`ZZbJlhN&%k*-Y>r8m~SEiZNQ
zxjdGE?ov=|(d~G?<z>}g%Cl-M{px-0ZjS4di4ZIJCy9QIEy%15lN36CcXV&Uxw&@D
zKkJQ}Xx__=p3+B=D?K$*=4XRV+XOe2+7<p(Wq2`W>5fp(pFc>LotC6N6I@0l0qv8q
zJ083e;vi7h2@HUPa9zdfed{d^UecNmzhEF5QF2z+(A#%4uGR{=xVUWCpTBr*+gnjb
zz6!95FeWvgPRz|7yH9SW>po+)yMj-J3S-bNUBYVtZ(W(3OkJv94;U4#^Fn%e(%8s?
zdU#YEl%6|iEv>4mLaT3YR18v<4qup>!#1&A%N1-7y`!||otayG5L?T=`Q+zC{+pM?
zlxtR|z1NRF0Vc^9#iM0oz7x<HSDq2gnn)UR?Y8aD3B6L%;tmbG6YC!fdq1?dLYB;0
zr}$X@@O!XPm?#3`R%g%(fQpEJM@rc>EUS5Xk#=j4+Wur@;#8KjwU-&0?8aMRTp?xe
zQs!L(_U0y|g6MDGkcUHFV$=Wm6?H{Jp_|5qR~Og}h=JquG3K!ke;|9QCx_Vr&(WwE
z2V?C>b>O_&$K|JKilA~6)g|?i?2Dy7!}*I>*nv@9xl1|C^q_;5a1nYi7=IA?AG(xA
z0n9HL7umVQO;2}qdCMTl#;8^`>4#{)YWB|i6DCD-ujm3(%MNCzh4)O$WHM(vVQQac
z5!n~TZN<czYvW%xZ{-{2*aD4rI1DKi)7y)&Mr+^I98A}|oYg8tQ|VG<{%7Yi(MUP1
z&Im07)CdDEjcD|@dqP*n4da07q+D8uT4~u48THG~p+a#@QXcbn^$CPYKYX5s0RZ17
zAL<QUi4u_Q1aS9gcYTjE<q4mH;Mu7^*I|0hfSKK$b~*eNdLXNup1+v)Dqu16sw<`c
z=H{m19x4pt)1JSlxf{*#^nrI`RGL`awS-tnC>tOK18r{qYi=e}&}b#1tst4=IDJ@b
zE6ErM$L;&~??Ep;lnkoP!<S2ZpaP?emfj42C08_*u{?6gEhHh-$VERsT*(cl75_R@
zw7;vAm}$)T#$W`d%BE{zj%Pz1`t2-a2iEPZgF`2ZrgqlDnxIJ7m7r0nXwI0CJb$H=
zh($YSH1xBbn;q_Z!dtg$00B!JVk*%e{(9Vu`2$kKAmUuJR&W~LKlu^nOt3(ETYaO*
zJ@flj7h89Fas*+nc;iI6b#<<M{xqPGO$;BQ)x_7+^9HB+qQCAb|7(cIwS3ATh(3AS
zK#VlRjyUORwKW_q)xhpJWi|DaMgB#u&^ly{3}9m)z|fFpGu4X8ROlMjBCfUMs^vdi
zzPP(MTnMp7vZvi#s2o%lLIyjj8ar<}%m&8c;zsvAjJ(T>dS_+u#TA?>y&zrOEw6jG
zD{Q4A%zz`E=Y8*iN&n|#n>pvW*6m@nxh}m<YVzKNh?S?+fB3W;M5xEnL>#8Gac9Tc
zjbxcNO#eQl|3Fc4XJ*Y7Y_~;eg=gGSPgQio(tCunpP5=b!npjT8b_D#=1qGrd5Nb)
zu>k>mr}EdI7j%jKG{bOEOU+GZyV5>kfy!*3!_r6k-zrWfqBS|nz!09E6j8!`dRfO`
z=J?MBM!sQ}oK!nI90d0xDz&*ko@kO9oF?{QXDfZk({iOJr4?XAro-R?1~qp3LvtXZ
zqAv*U8X(PV6|=pe!cnA1Aa1}Cy-ZbP`5!NcK7=;}$V${BgPht^n-g=w{{q5)J{l_X
z7urc4zRNRTk}-O~ui7p7e5*Z*m-pelw&#N)d9xvRUgR0=@+$fq?(}86==RxuvmO3G
z^^2cG%QnG|Y{EgM1Z;JS50U?sbJ3M?Q5;0RH8gO6+ps?U-0$&U@b!CzC*#o8st_F=
zF^|)XM&=o=H7OmIGd~C%;yzY1HolKyPph&3tp|)tVOdHwc8gsUpA7GwUmGj!q(28V
zBh7w2+NaO?Qgekjb?5*4%Tni@fu#2R+c$T2_x^Ng0cVF(>pKET*Z=2+9chifh05_D
z+E~;aPj;YcBbTcnFd8A3PR6vXA!BL^Y$Rhl{$ZK}AW%b-nrt0bf8uE`5URxvyOvnA
ztS*Q|)Fh5mKXe?#Xxc9CkTUyIBEv=*#5jftpO1k{#p`$q{Y;HO43-i9=MdSsp9@^=
z?(VK(CiW9Re(%_Y&&q0_ZNd)OLI?D1P)A1eFZZii@ARJyWQ(pf!T^XXqz{`y8v)z|
zR-QyS`-3;b%%t9OWw(r0sZH#VgTOZ_4nR_)DPkDze0EmD!M5V`{6Hv2a%w8>0O4rS
z9hD#XW@!tBp-X0(7J5IXDS#Bq6<v(~Kbx+}zYa<UyZ~=O5<0(k!JZL$8pcJPCVg$!
z$`_zlLQ+%|F)p3HfLv>Ma?lpT`S!anwEex&coNBmb@|#el465FL#V&n?yl|F@z2C@
zQ!@tXosLylvYFU@M;86xGzZauN(3T+AtI0GMK;r2&L0T5V6buekCvaIfZ@CBl*Ido
zYlRHq_@wbB7j|I^wopqdp{i9vdRWSV5Ayq)c>7Qh5tpq{t+pXJ>nRreeK&&`Qre^<
zeX!T3^CH=dByL~7jNvF))2`VXMt{50Opstj{mWN(;A|9d)J(pXz5d9r6qArqgQlW}
zrp)9TP%QNU-h`GDPd4SSplOaPh*dAKI1;&Ptyh9@dEV$*TJ-;8CEO{Dm;3IRU9AGQ
z>wZvEL-lLbp1y{$xbwFgY1G%3%WZ!DkJpmq&}4Dv&Jxr?>h`2H+S!SHWuSog_Sr{j
z?x(Tdf@IgRoFVmqivN?cl(~I*aR^ypzB)TlYENvoqX+x4`2^JuZFZMmae*3xH?Z7b
z)kGZNvbLy_I+69QKd<;3ke3pi*I;-84j&rGwnNG77!;Ae;O%m5I9$m020!2R$PelH
zFdSV5{n{5n2jS=Iz;0bGlI(Vqz?QGpYM*Qp#(URnhPcjPY}e3DM@wrXk<-CdD)9Bn
zW6QNR+J^4}w-fQ+GL?wH$1A%YcKw|R|GAK3KX72R*(QE+Xn(yGtdm5K=CU@0k_7b9
ze5EIv)7HQnNVWC9)t4|1Bg*o<ZtyC10qrN_(>q)X-0MP~G<wb!IN-9N3kiJ27=1}S
z40G;Yn4Fw^l#mdsd;s&J=pWJXt|yDd#TlI=uKCaIdGa+QjiJJ+V#Tk`1n+gfM%E&K
zA>^Jj%$&F<pBE3g%d-RNTK~%?v>wz0I>3sD4laZMo}8e-GY$r|d>7&}<BQB6+wf<A
zPf5b-a10hp^!?kizLdArM|<m%%<|uvL0^y3W&TiK^N`V^efj7cc>dh|2tBX=EE61?
z*Ej)7g;I;|@bQvxS%~KT&-}>k&S!`Ua!m<aih#FDIWW|mln}Kr-9~qH4JKwbUxZ>>
zENRhP#g)4~9Hd<4p7&yaJ5Z$Ce>s`f6N~@iGGyb(oOc4he9%+Q&Lu_zAE1Sqsr(Ez
z&BH2nr7Z;5=!1ic@l(iy^Y07p9(pxCF{#zO%#i8iLWni*3W_4#f^*`pg7P(!hs@;!
z-;P-&e;+J=O1_Zm?#G@?08zz=9~8giR~KmuVK|qq(;HiDBi(8wE`z(AEZiU7*%tjW
zIzQ=|`v-TTFG8;b@fw6;8UO-t`H?hGV;1v9k7DOGiHMb;n|2O+1kb`iR_a{|@RHv|
zlv@9|W~4cF9z{zx+5!UJ_r}JB(_o%op{@~K9gQ041UMs*5~#MnxBTl#dh$(S81s^R
zy35H)Oy}O1f2TG8yFgq$%L;o@$gmR(w*F9AH_My^#;*6I5aSP_r$QdZ26}jQ;*s($
z{=X)Cz%m>+c;UIL5#Bm&2cJN|q`wsi)N(nOS%gv%7$~DB%eUa96%qYe!2jzT{0q*(
zbdovB<w56)p!9@0=dnX|*N>0)MF&=JKM-7-C<NxeH-fkO6sNoC(HR)~VrDwsN_Znl
zeB;6e1s5#CzCtR|1*Y0#8T^&>h6S(W*S=RsZ>~CT$))Btlww;z^q_Ib=q-%o()~YP
z#_s2&$AOct3UwRs8}(nm-dhoJe)OUntGd5N;L_)A289Z9&`ISn+Doq~)j??CFCd+p
zg9JJ`Uw3@!MKVu_F-l*5ae<(=^2s<NO>>0&xOa8~rgzl?!JbR^C-7rVX_IfYZ0nHx
z&viHl(eUXeg@oWcjDON+`yH9zzKlx!6C%XLvC2JY4w1!2408Q8S5<-M=;{Eeft^VE
z(l4Cn?Mc&wFn-jXW$mm9C+G7SD?;~_mItz}9{3mVc36C9i-sgrJd!J7HpP?SLvuZa
zT`r{HZhW+~w1>KAYOzYI5XDx&K(A@ECZHBZ*DDFWXx^SHZ`n=|f|G|x?@#FX`?2j)
zI3s-u9028kjrx4OCOE7-lCPmTgmn5{ettd=ul!X&`M|8!VW8fQg^BG_-Jv5-q#Pca
z`{z5zevn+n;^4L2UKQD?fRY0Z4V|sxketKEI}F_1;G=s?ahr!A$kP*~eecgdb<~#b
zxIcBNZvm<`CnW_86mba&38}9qd?Q#80*c2Fr*h=0=>@6Nf_HAKD`x+n=bJ}Y7kbs~
z>T#~)N#@Cd%`fz#hX1#h83boHaU<{<#V^MsWsc^lt_0j9=nz6*XFkQm`LNHDa*{ry
z_4Ih^^hb%FkjAKIczBskuke03BTb5inM1*L$j(anI1jLcpx$N)q#VOuNd&n-MutG6
zvF}*D?$sOjU&HM2mBC!FeOBGlJBb`{V4`<AxC8Q@t5%lmr>Mq?hAbfx#hZ*O@AfW~
zW~!e5JHp&RLj|~9CdHd>Tj)2NXb-HP8IxrDuej*gqYm1>S(urnc;WDT_k;kX!_=|8
z(Dl^C)%E9C9LC8Ja2vl;Q5qXSJ`nTB{;=u*5e9H6#2&x`r|xWfF{ivOVCq4+6@H$_
zL{oiwnnqNsGlIpWCmD!YAw4TY`AJ@aX4^K<0Q@kmaH0R!$vV_8p-C->M)U^p9kCN_
zgX<2-R;psR)kA)`KYqVfwfOnY2PW{L4m(RxG*7{nCpYPp|Bo#{2MLnFMfg^YIFcJS
znEQ+l`2fB>bNW000%NqD+IDta1zC_~Jv-ji_c=P+RYG0tGH8!vrK0p54Ns@Mgz-+N
z3@{S09@>XRDo48zlq~=5F#=(MdKPD^Dw=lM=hqwuYXm&<N(`he4%%C;XAp`VE4=vB
z+Oy<ZJy<Ux<7o`4;3YDy85xZqZ_+<f9<L<7e6$Nu=l3cRJmyH7C-%=Gc-F_FkJDhH
z%V}W_tIXf~3JaMOInzH?0m}>BD-k?wU;DCtd+$|@csJOor6x1a7)>N0acJ<waT_c)
zniywxns;wMA9Th-e<5A`g4Qr!1L;*>kL0AO<t&eb*<-T-OMNxXmV1HP<y=~Nwd6(Q
zirze8aC4i}-{8-1n$DuX@2RP`Q4vPHbdB`gNJ)0HJ?ES026fLL^j0{`_U_6ihl&_T
zr_H~wSoEL6f`i-i+uCdxfWN4zc3|a1-pd9bYV_;3=RiQVX($4+uq%_`9iYrbMMZT4
zH;^QR^<<Y5JB#qTR_^kaEyPrMHEl2Z&`3dj66h<?`U?S8+Xd({1fwln4P7>|9A@9o
zb68n~1qBByP^HULK7hvYS9xCa%e5`r);lG$bTMH|2!P?=c>n86;o7WdVfi|hnU+K0
zk}J`%$E5CNnmG6U%P~OO5EV3t8-)1lkU0nF5pl%<7YSjOc;QZBSVY89PRctT32buC
zpgIv3`apZL`3?r%7`eJ*&BJJU`^e;Qh~fxXj2R^U3iJ5TNYRnWmGXtOYwq<6zXMGk
zKBrMlKyoq_i|<lk@!Ti9`iHX|Z-pLkWDXpaXS>pLCgaBk7n;f_PlCnNHnU6^z7ZgE
z)vjN?8~<(eNluhCA_+0EKJNOQ;J@?OU$Lg$hjRr+ed*FoJfCl0yl{yLzzAVKRR<PW
zp9qE)k4u!j3-$DJ0)Les{@#6m-ZRnEodi61@Zi&`Qh~XS15eH(5B!B5zsB4OhTa9a
zOeNPpJy!oY8)tP|<E`0dB>y9v@bkAnS;PKC6x}<|goH*k$RIWWsK8rdd5&X&OI$5?
zyjq+_J=Wf}@Yz&9_|Ynxoeac(w+gnOkNoakZ%SF8>kM1Y`R~w?Kbz!x4JaQ0y=>Lt
zawce#Eo{(L|93UcU$Oai!7sEm)ugsZGAPw>Nz%v(lFjQJ)~xhAP0hW(A~A927OL4o
z2P?@e)O(A}mwI5D5eQv?<C12MiduuIteK`1-wG*<{wE(hqprKN_exIX8^-}lC)Z3I
z+CyDft_fNIc6AsZo3D?Ll?r|C{&Um#H&Gnet`adP3u>svrW#qj4ADG<sRu93&ksgF
zjlYjpb1+X*$X^3gGB{uqsq24xL1b4?Gyr7L0dg5K-~0;ue_4P!0dyozNID0Tu9qoP
zWZ3=$^;Lm&Fs|U@RbsbQ%*)s2AAsASygY3dZU7(rwZY4uYs-_PS*Iu2i*4&=oc#wr
zP_di~Q|lPGfsK9NYU6bTPn<#_vFG0hyA&Io^C#962RKmdLSRif3?rZayU)qloS~lE
z4ht+Eb($-JCu6h5Yh1_QR(_K0x<qBUIJ&>@6-;ZfIMf}^6ANs?n99;aK{Rh?zGu(A
zt5}X{KKcgzobQ221Tm(QiqC%=2pK`y!k*uKxDBaM-5!{igK^G&&wp+d@}_|AW+2-Q
zO{-ThF!*<O7KhDjpM4nl8GCXC!D3InaXeVqsaTM!Qu)3Q?;bz1Vi6f`JoYZsR}3G0
zrOzp&<l=%kc35oZul|9j;n2i4Ak(q^yHc0nbG$>G#MA<(``iA>-s*TUu#5X3P6RML
zn1kivJ$;qu-qlfN>no^YY5+q@a&5ZN9GxC?Is(h;Xo0vp-6sO+I|T#;plMt0Q7y14
z3INp?Hjb!KSH)3`{(F^?9A?QVXZV&8R4@@gcQXIoKYSuMLqI9@xONkWJ~;UJefOv}
zx~IRb5!elkUc1Fv1T;!$BuItq3q0-|y=(&z2z9n*(-#+=T`%q|_qVF<hTeH`@eB&^
zUxL0S&K+_&Lz-s)qeusfYr`oe9I7X}Po5_wCW5NgeZ7IKIEO>8s~{9>0Lc@t&Gzj<
zQct(`wzh3+X5#q&x#AFf6x^zpS@MA|wh7hj@{<qa=a4p+uNy~LOzfc?#ix4;GUlS)
z(SMTP<A6Gl$hjS`2T$RmcIZzMHbYX`4rcQ;o4~jwpIZ-5dk3Kcw_bC!1_&`Ik-BKA
zwuCWFl$p$cAld%Z^X>qjkLTpDz<r#Z?$s(O5i@yGYhupMbG|*)>Wqy6_aY0N#6%^W
z$in}*&{<ljC(Q1R+Zuu8Ek8?^L~f$GOX$WKZ@}U6+{gaU2-o$Z2h<xwH&jy%XrD=!
z_?t(fO_aB8MjXhe8tEw#YqQeJ=0pRFZ1&EJXAKQkh`IKm!nWR%g4ylfK)`wX1~dIY
zu9{<a;?v7%TSe{PR}Kq}CU}x}k$Zi8|MYl)mklIK;UJtG?f{-AWp2I=nGK*WmHNX4
zAt52))5+M4Cjl##7K<CqHnjM+!}8Ao|3BUwdz@>&k|91&pxGLbRbUU@8H!aJUL=}i
zsYalF4W-ZLqLOLklPwJm7cdDW{Cr4=NJyYdHYi1})DTuRS()5^e=*5_4Vu(!Z`Q9o
zUMq7A(gg|f(?XetGNssjJ$|>iD}bc{+`*EG^d`)g0KWj}23xHdn%Q}eHv}{^G{nTN
zSmMC8GXl^6;?T~fCUT!uVDsfop`9;?DoYWK{6+EmU%U1{j|hHL7Q-haBO@;_kI8I(
z@e<xB8wAiliHHn0?Y~1Wd-Y?$^>;`fWvLck3`SDrAG~e6M)Jt__E#WN1o7lUhz5#C
z-&t^9?=Pjr;Z6|Vxbe<N+e-W?Z#4OmGXC7c?$x?5E#YfFAlU^~g(Lh)vmrNtTMtXe
zZ7>^!ZroA2iDKVyxU)WS)=1_^%BuTPS$PzcFNW)&!M7-QazMZXN$dq<C!X3F_6W=G
z>AxlrxtCZlNI6V3fN=$qJezH68FIgz(`955Z(2=%`?lxGm7F%A-v2@pzAtE=uM-s`
z7|NKap*%-hMZVu*F{~{%0SR1*!9<NoZ))=FEb=JozMG*F%X_{Pkyit7O7=+6g93j<
z930wZkWQ&xt5_k`xN2lnHuV8WD*?vYkP{Me-9G7;L??HY%TXTAQF&}`Y$#+01qbfq
zje0>};zkdqwZ05I6nm%)P&;OcjETfNcTu|I=eGmQ^;RI(4Oe_5<LyYfsFf4W!#f=C
zQ0z}A0C_(yMcu(8?bYJ}J*Xsjne$;H-K{ev&3(-ld@~E5$9_KM{C`8+8;HwSg^bA(
z+tK#ig#`6SO4^@Jl%Car0@fZbbr}t7sEmE9T$X1Xn?G7?QlszG6*?}iD!KLXmn&3R
zOu(R~I`UoD3+%^!=+Ap<<$jr<O(gJyMS&>JdY&lj>L-sO`fPqjDkpy*KR?iV!9pJ>
zoVee%;^gF1xn2`R&hzyt#&i-<<6ya&b_v_o`$QyUEXGHc@pxutMm(@)d)xf^(M?d}
zfHOF1N!Pw$G!pv#ZwOJU4NbVpsADP<vd}i4fobI71NhEZubQL9WYFZnJ&C_umUEor
zX+(jhtT9=MfuUU$eZhL&7gxZlM)J+*QVx+K1iCxAxK<s|G(Mdy@_<T6CcCqVr{E5y
z`i6bqYT>uNVncDVckhH0L3IMjDF+@JJVB1q-YLB4l3TW``Oxj?i_L(0|M~I3>?h!j
zKVx5hBxCR21<0S<)?91w$qpD+tzK3ae{J*o?d(WEF5v(qMnuOuC<HzPESmv$32hr%
zN36gtz-b-Nf9r9lr}4ri8OuXzk*j~4I@~0bfII*lgjU@hLAd4HNW}8OtM(WFZu<Dw
zsAvz6oET-#+a=J2l`-mZU1Y4HpJT!UMi)5prW~SUjaF&4LKzcsK_161sGoNNnIGKc
zv@zD0g`LXxrG`<ZGV!gLaa^E1+MYsze@FQ3TBDkSR4}_(Jo~T9P3N}Exp5sY<f<_p
z((C%at90qVl^L~B4Q%al-Tu$`*3`F)?ccMQ*xk?|CA%9T#iNUWyYhL*lXURR_r?Q<
z<9%?wpkd$$HVM>E(6)b$RSqVvH4tXrP9`*9SpNLC{Ru<jeLVzeh5*9h2Z7tC;9t`F
z6MP!d@$EjrC87KQNV*X&zS~xP3rApEu#7#evo?&naNEhA$a}LB$(oEo^YXsok0P*q
zGI^bXyE||NfScYRvQs;{c2js>#EuNQW7m_2R<s-9q#Z)=A38gfPB_@240L+d3X$34
zUlnX1BO>-1l6n5D)aZUr=LS?LAS=7;`-A0uE@;DqAjo;?MqC4J0a`2;g2uCF8xib0
zGy9$tH}AhbH}W3raE>)NcGy5~GleB2B*ewX-~kYHrS-++<i2SClWY8X!i-R#Sx@xb
zz5wSt7l4h0{!Gc3e~|$)az0uy(#xCX;34&Tl0^yw0>I*~jTWy2O&<l=(`K#P71xB|
zn_4ldRP;6RxO^6#;V_5BLD!2oql1rI_i!BCGx$ftv3coJ=xRD|^Hyj~2(KR?P1fn*
z3Pef`Prs4HE`H9;Icx->^7$wuX2z;cDD{He*!{;mc`a4y=+s^*71JQtAm0it0h_gF
zC+pC79NNVtEAHS|OI$1mFbb4sf!qImd`)4>_R}QQQ8kVoST#XPys+o5cwRCoDZYH!
z2g#hs51qsVTwL6sprEFah`_*n&>aMHSt`Nbi6>=k+uJ}S=I=t^#(M}n$7?S3gFcG0
z3o^B96GAEq{Ekj<Uqpp$o~rF~zKeq1k1V2QE{uf8ht^vlzks=ZBv#CWPa*BBB=cf0
zC7C)$@u`N|ag}xQX7qg%_0@FghAX(Egx$5gGO1wW8ukJ^gR6YL??Gjz<MJj;0h6V=
zq+Ohj+mTApKFj+Iu?S`)u@^Fvh9Y4~d}>tBDZ=v_YAR?2zO1*%$o$pc7ADw@!yEyb
zeD!a~=CLOW*L3~MB$!(i86FGJb;p&=V>bwWlJMTdY4Df<zfAVgAEEnsYib`ND2%x%
zkShE}NqA45FHte^pvw*>j!cvqk^K_Dq^SsqrQhh4V-xig{rAWt{ag~d@u7hO`teUA
zM@0I^43=MR?mFtIzWztkz`#Jmhy<;_q<K1U$kBaR@bHx|?bKv9dD>b5O>1sbxG|yq
z^)SE{fE=;TyF*ZH<)l1vcrGlTXH3zd+0vI0UL2U84}Pq1ZwF*E_j#5xc2@f{mG;)$
z_7jftIFMh3S4Ajzl^A#{M`O3!y|-AFxU;pl<7iITKqv~@uyP=n+Lg(e92``&{fVsB
z0#)=BV#*V!(QiI~mxO^wdrzT21ETUWirQCC&}stLOu=|S8>#QdkF++|`mPc`j1QOw
zDQO2_oZ-i^sIEg}mlp0;R%AMN((b*aMxT3WmS0wIYJ{kG(?q&Ou;Xa<hfIAZsa~5w
zls&tgZ0m+y;0MxOnh+CctWtjtDSJ{PAWPY8m&!#J>HpZ<Ywe{w&%!nQ|1zmxM>3k6
z&*r*A$YxTfmk#T%n8}JAIY2tN!xQykMZ{?RU`WL;APW}W;fYf`U1B17sz9Q2x&J;-
z6^V(p+p0?6-sa7sNeCkX>>I2N#tUem*^E_01e~mVl?Fxx*X9SPS5u6)%pWBtf{+vE
zyNyYp0f$@-RM>67s&!rGKfbY|ZEE|YK~1*x=B5WqQC6I_bHLYOBsUjE*ZqKm*R`qg
zU_L6hY}(r;RL#NhoA#L1j9>EkY|z~WMw3wFi%~pFU5d~=XUHZfG_FvAy1<*ha1TBH
zD}*IJ)Sm!S27~NY75Kv(TFlB=>Kve}>G-1Kaz@%(&5>b)vIF1cQ&MG+5Ii~An>d>d
zmK;czb}jCLJOH{}Z8Nm1OG<68Ios0mrsdlTe}@7K$rm9So|pGr`~_n?-!5-bWIQNr
z*n9)^SJ2_pQbyA^9LjUf%7)UIMpf3$qyvDE&!b_fi949qb>IJ!oq*3fb~~3gaXhpg
z{6#nXkM;lOjnp(6y3>=S=so){U%v0*gm`?VuiL{JXgohGq=D>$FNLU$mBFBQzMZy=
z>CJG#Qy;?4h{s_XvESj8v)DACC+1%idZtL>K$}T-VMut@OS~{7&THqfT1T!pNi;r#
zrH!QRgvV;@7*L$hMQmsM*gPkxI%i`n#}C44k5d4exR9ACdPr}U^nCIv+bCaZm&Yv|
z&#x}`FsI~!DR%t?1bMpYO<xAt1w{u#2O-sst8(soRMZA-H(IDa(%knWHcNi_jT&n2
z6nR$MIz7}H*JDGN$V-}}n_p5r^Q~(uD3E$RO6G(9?TN$guyzyc_kEBTJ6lmZQx6v|
zg=U+%NWGjpayg?keshUx&tjPukQVvnbf!w>qrE)o8~FxGR}4OCSyzuT-M2^QAzq23
z$m{uuxe;+3ooxH`64n0U9+2qj^N9`loGxa?3yv-xA0TjY*?C;B2XobGEmj5~9l>s~
zT<l6n67o0oxvAia-!3=pL1^*oWc(j#&;R@rBC-HP09w@0!?qA`uij+phLE0I*yo`H
zjB%pYa)L*9*PyfMegqfBn&@*0)qGQ$(4*^&if-#vHCPtHCp>M}DI7vJSXzvL{Y=|}
zWzk<L8HY?OMtW&aE6no=9Y5wf42$q&$MephELG|3>hPMa@P0lW#w?Hnfke>ywO`F|
zyaj4hAgUgt91rqu<Oj1)i^Kfwr(g|*Tq(D(-IGV%nlmA62RWMlT(vVG=hQ9Yq=wZm
z6xTQYh$KkWHrm9t{yvw05PR$1BVU-#9Z66r<do($_7)-VAt)}G(rJjBa=$CGN&JNu
z))$ZSG}3ery!vLS<QBXM=sk0(r2?@<DX)7KP>1*z6=`&WoUL2R0j%H^AuME}`Tw_w
zfa}L{+X@@a@y_%M|2YIzp64XoJh{{}HZ=Rz1=b#7T&8TmI(lSuYUitJI42}eR^WfB
zz+WtOpU340$&-OfMMVg{-9$@+p!Ximgpf=ZNJ-;OYtv7$y>XFt5In%id8#gnx9G9M
zGIyNkki54#p5$R)M&|swjJhGnYrk+ij^I$69uY=^QuyRtXXCjajVA=Btd9clLjbs=
zwxv5@5SbB?k@`B9=M3%hSWh-mqYOX4%)r%MZK2PlHt(o5aWORUbar;0?QfU}Wm1ck
zkcrtS88L){Mhi#>w#lQPqrS4?ip3K@{l?hX*rEB6Uu*07FndiFHn);*thDX31%+q1
zO0xAU3cCJ9(Xv_+vTV+_sfXjxoV8IqyU?(PgAk@p@_PSJffL7$))QptG(nK7xw(0E
zSy0kUSG+=kKE&TQhE6h;I`gyFeDFLXamN35SMWcUW0D1p{lIb3`BIrur}ndC=U-{?
zQzWM`lkXv;lswrovgG{F%ZeDKfILVZ_ej84Sr{?TuW*OE+i|hHXnT9K#$Qrwm`8u|
zpv7LHnd{DYsYCt6L{zzKRq+#^C&y9_!U9RhO|l{(WCu4yRyinXFMboaAvYU9asJX(
z@5KqSDdFovs5MO+5swEthiGg!2?t6TTGm~5^u`VoF?cbt9m}auZu0P7;4DhT=RBS`
zs{wgI<Ybm4f1W3a)llSt=v)i%1@w=$pgA1}ypyyzhsZ=LD2g^OoM{$A+I$RTEjk=`
zx9;vP<9$KZ4U9O19D=o`^QD+5)l)i*C(;(IdIJqlkVvP-<rKbg7KMz*5dk9m#GL*{
z&>0*<otPzLs^3HEvXxbOP+rBw%jV+0z;%;s)24~LbtNz$_`?sDeA}!StFfUG!D7i-
z=JXjE&F{P?sjTnZ;k;8HrnC{5-ix-GA8Lvh<2A#w#0h%#G>r>7m+*Fk{yGA66X;TR
zM*46j7kq2|RFD#38<$Y~h#pwJGec=0`=0sWPo8eYigGt5kQPVpE#{_P_gAfgCL1Dr
zw+{kC(y^VY2MS;8pY29y#5O2JOxw>Q8uqeP3qN4<KHrA|Zb(+F+02Zz1NCk+F(Ke_
z8pqdYO&}J<&nLM>p!w}EaH`jnSGP29zPpT<^0dnl?Ia;Y_>xY6eGpAh9`klE!QMjp
znOIlcj(&mTyj{sOia4bdLO<nvvFdDz+qJuSH^v=$%Qlb5?3`L{mzUD~&>N`L_uipV
z3}njr^RTCLiuNePc8m{1#8<7FM{yJwYNd>GouL`@uFmY(>}teBv)QC}#cFPg_1)s&
z*tDT#prapbY4duKN=i|BB$H|kNyO}eMke&@sg)U1+~F+eHv};b5fKr=DBw~Ak}M3R
zuil&hEG5f4Mp;JccAOlUS)cV^KmiIFdEHg3d17{=r*^N|iCvJ}n;np3vvY~1e_U%U
zl64dO|B?0<P*rYg+pr=aA<`fQ-AGAyNh94MN|zwrjgrzWumEWgL_lezQ(8I~-QD%g
z<=$tXea;K}egE<A;c&2Vt>>9>&pWT{o~(fes!h(b6@U-}Z<x8C5k#bczr?8i#r()p
z`h)<MEx1jW01LF{_sFr{N}JKr@O{_?eWs$z&3=7d=nUM|0*(z!{V9l4f+tcy<^*$1
z+(l0B;)@5)0a+u}tjD}P`2@O}-?4th{0TY3y(53+XKa^GkBqTA($lvU+h}EC`?Qt?
z_J~iiW3HlzIie77s7y@jQN6u2Dg-xPr0#f8YBC8Rt9zl@ZTr3}_P!s5p?5M0A{l^~
z^gF;@5GQl%LE@)f!{m~vR7fhQ=_`qI`F8K4#!nO8&S?T$<9tZmq>Oe7{gRQxTEt|?
zU`aLM`G+x<2$u}#d<K4QE4xT_iey{haB!&6ixj!e_6|00SA)eQes}JCkIjh+@+EBm
z6ackQ5WwWre+T^(*O@TgKv+0dX-^k(jNt~L1XI9w2bUS56Y-ySGS<awCr8hdMZ>D7
z7Wo-#8P1oMnS_7I^lw#D1Pge7vE^HXBE<s`?TlglWg)8L00rpo_Op4{rnhO39H?<L
ztal+bq4E=Jw~81d5|8IsukSdnPXz8tPk;MB>tS#(@x_|#-FajQ+=Xg^wqz>NZEZi4
zF)abw(^0*P^#USEer7ST^MqB8mWzZ`0iQN`+51AChtQq?da{ab9ZGQNvG)UJ?0Y7>
zsWoTj*bmJJm!xlx5&W3g?0F!VLcb6<je0jYZb^%U9$6XW8yknsev!WHA>V1*jDTQQ
zi8r1`G)7INJ>S;wg*H3q59bb?Y*%+DZ~P*Z?SWs=P(+XMZ)W)!z#C<coxvKCV%oBn
zrlGNgiTUL_?iiUtPtzJfng4KbAPKi^hGd)RAfdM_D03UpkvjB%Jpj#g9eRQ$8#fia
zz}4H$ep|1P02c}*KSc@nzuFOU+qFI4#(X2i%nwf_<Q6-#H^nE-_pb>0kHeq~np`eP
zn=9!9giIT#MKf|>yZ;p;&FH`*rI7Zc_+sPXIS8E?;_fzz&3b|2xX5FodUsVfU~Mr3
zI*)+wLVWvE;O=;-Gt0Yki7u09B5#jxHXg{x8Aq(R7X|kq1E5hnG_2pFTws?kQ5gb%
zu`uMRd@8~}y07~j{<O#Ml0c`K1$WLV+$54okPfSt9FDIDp=7`t+Wgj_A~}@;{_}|7
znUkOrLoYm{W)M>kK7KXHD%0?t)+2D$71pPtj{G9M0}DMy=?%UkD=k>@(*Cs9lUj{i
zQvRg_Ys#lOGRhuBr(>Rhf(GX{p3aE`w~vRH-SEq=cTD_N65jW*?6{E6HdQ9_Cf!#I
z6LvM2V<mBw;7dQuDHoq1gxOu-s8c2l7%Xa+7=0*q^$S(>>haqms5kD|P5?)12e^h^
zHf|RFhlz65Zd3LT6s-R8Sb*HR#e-B8dXY9704&^s3G=<bgc;O8Q{Ii__k9xA4cJ8m
zbs~k%FyoG;2v^$`IRVUNV;X^|UjvFB-<nd!za>x$M2!y^U4Yy10yB=Z%Usxo!qf$#
zW}_-S{LY$tKKe5VQ|g6MZ;R*2(QWojT|`j!^Y5cGin?>|L!9H!AuV?jpQb)wNQ^-p
z91;8khio%f|JG^#&`S(q(ezFrMrmRU=iuzSb~3Z8^EaKbA8L=&L4xj=`JmHb#nR=$
zdI_(*s}mpG(MzY<cX2OWR$%ce$cw~R;JO*N^PDFuIEk63gw=O;E+h!@cFVqCAq7j`
zv_KGS{5(anS`vu1M9s*EI(EU`LuBkPMfg4k)TPE>tw|4Z_5udU48r`9I^#<C)yOF+
zAC~z~QLq5l5>VpxrHQ$yW?e`4q9A)9N~ZMb$ynwEz9TYJWLqJyr)h^qExYHj3@gUp
zb^Ct`wU;z?)<YVaNSiAa$X|X;fENeWkLnq7CjN}jQqdE`U%O<P#sDAx#p4BtZ`d2}
zrMXJXNV>?8UCN}wlHM|Ua!TDjO{WR_DOouX_i~s=*?EDvFYa9j3K!iU1*V%WFge90
zrU%P8JI+U;mn~sb`tzU_A(P_MWZuZ-x;;cDS`_bh?G46#ITYfg^7?lIwHgr@<-KQT
zB?Qx_OafT+du1e2YfxB8ykjw%kYD!tJV#3Or+FWzB8VYs^6-Q;aMFA*r?2Yjg0a|D
zW7Y+~iO~K?-nH}!6m3A;L*xYEm0Mzwu@qEq<osq5#7JKZd~wQ32;kLD!HqE1Cd72U
z$14|Stik(uGoHEWMX2FVxPfI}(gPEN8CIC|v%U;-syRM(LfJ@g;-h=C1TX*~9VP!g
zc9_hJk&W$F4%m8!%?Y4^Dqc%=OCIp)9ie=24Vv6*5%D|yqaDhhxNJ4}atc^BP#e(`
zwD~?an|W9OtSba#hEyG7O{L-(e&V7F5PW@4^BZymtC9=A2b7M1&WBO~4>*)ELmO;K
zNJ!Y%@NxVO=ISB6ZwwYe&;T-Z#n}oT@VC;>WnARwhQjVaa1Nw3>QdeckX;5GYt<Ni
zkUXfcII;Qao*ruxP*;#DFfqMPz!GpKa)o*7pWLAEB8jzq{;KKa>=%=fr%8C20h~g9
z#1(?Js6wu|@&0Hb0YAz#R)5BGo-I9<bGk%U5$7aS|Ki%TSp#bKZM<`PU_}l)=$32M
z^3|v^idsOT_XL!3ptq4nSw^2lL{@0U7MAk8-jr$7PZWFkqG88`OpNKN)-PV{VE^V4
zoRpeo78FK?`$p;mE0k-C>!VHbV^~(uU8Dh#CCps^zLE^W9hdo8uopReXBJ7oe(FUr
zA#;7VGHxClOhKMt$vkT7GSxdOm`^&Kb#3|pjWE@wOHDg5I6Yr-N{{%v`E+8u?LoG!
zA5H`}#RGq!4f8Bfhy|aKGMM9RBV0)S+tYOOx`lZ6z*m7Z6m3o1_KOE-MkRoq_TICB
z+?oid-u*r_?1A9NgYnwQrc*!>Ae#u|g}}T)nLN49i--;EqwjhPQgfGWC#KL#iL=1C
z2HDvhCY58_s4Hx5(MU-HJPkp55)%uUOcP=tn=~UXs(K%@J%4onK8Z;ZF{aO=(2#t`
zOhhU6WZ<`aP<Z~3$j0o<o)EXNms8f7TnO;&q-J5j@2*KrC3d66-T7j3_(qu@tt|`F
z$2hUrNkT?{r{FE`bHaCf7|yKE31^*RJ4^7L#b)U>-~{@Mpb9-yQvjBeBlSS!VV{}#
z;4s<CF!I9ak-1oQ=t0PE$yaOWfx}h{bPUS|tE^R3XeK4|Fktf2J_x!Dj=9`VOC`Gl
z$86hrXzG{lw8H<p2Kzrk)jzfQk4MO_9GIRjQ(?uAYt;cn2g2RETC*P2sd`Tq_T-hz
zxqOZ-f=sqvrhE<%n1IAAMWqUKUc8Qf>$xNX(E5!600O9$<~c(17#Ayi9^xdZwNd8>
z{}_)F^`od)8V#HYmiHL%D_LZdNS{S~+_rKPF{JyC_>;~PU|gl~!Y2)d^{qs82SZw7
zvpX=d4*;Hk2J}<J>R~<8-DWtGXCOtGW8dc2b(g^S;R^GUhmqa2h9}(P*gK9{BwI2p
zC_P`D4uzampA#<Zg><rTho$l=iK8bQLw5@bKE}3@3HFrp_FLIFGN65mOG&ZxIgp9r
zt0r_TBPcS?AVlV(`ED$H2rEH?bl`YC-#ScW&E&*-9yz`}_&bE*+SLP?ZesTUB(kB9
zL`P80WQK;p$AF&dRB47vQA>NCS7gwzyPHKXOsJc;PSGC-l0Uia*v9GiL=k=3k>r=L
zYA+EKeZ$X<bQyie7<w6UR`Sdf%S)`}$cqxISNT>cc`CD4JQE=$c`pfJc&b3ZUSx3;
zoLh*GnIBGH{u!Y58<c&YcJ^=OY1*oh-T{fk?+l*KTNmqM21LFfQA4NT%K1W3FY;cA
zmr-YAf|^$J<XeX<aL`$HyZz=cBgBEwQ8I+VG%a!m83R`GcMm>=$Zx&8Q8qxs-i;Fv
zA^foa@d2M^Y~W;-r+~9MW7C?B@&;zP|0IhKqvLT3WF6^Y*1tn+V55$iZhMH!(<SM8
z^7D$p+=d@k$l);o=DZWNKa)2+P=)@EkQDJ^Vj#!-8kovr)()UyjR68FS_TyYTD`gh
zSwf@Mo?=%TJ@i^-r-jmS9s=h81H{D(a7uRYLoX6p1Bp5My(0^wocQLSFj#F=+Ef0b
zV(fLJW@s1+nIsEGLu=vq(D#Yz`1zv9yDAu7V`Dh%C4kFBJpW|3m|s-aviu8lfOa`p
z^OP@2aSpdC@o?uaDGTF2&AGjyuVp^+g`@{G9|X8L(8rp9IKoka<2;dm#}LqH?M%3?
zEL~gu4$&;{|8$Z``B1^Kd*9QThF5=Q-PQstLY#~%4>!(OJH>D(pxYM1IjI%8D^ucg
zAkkn7J$Nj9xSsjasN0CHB5tx&{BKqrwv5O3Zp-e$?qmQ)D5AZ|7%}tDoQ78i4Z!9C
zPRtknLDauH3?jFf{Y*){$t7w0?-2;kJWA~9_w>8$OZ;wv*<bC<0(a{p8xP~{68&3s
zmy3_i?&@{BxSjk`I}Bs2J&zOz&2yQ;Ko8AlVLkj;6TJKv>nw!dhDUoK#utIcwWeeE
zx=dlHAH13XqzWTnq6c~CBa89<-R_L?`A}6&)rQW;a!o&VN*CgPY<@_{z9{K)Xqh0{
z3aJyB)xZmb|42y+4kC7_e_IJK<Z(;k_5;cTC0JIGt^;Nur^9-1AQQ-kox6llU~G}{
z?d{(u1%4JF`C$eB2fxJQnE@Ioj{+v(AIPk7iv_hi!>|7Br~crAYw~`bxUKX&Cn7Ww
z#SUaSDbeqxIRK!sgy5&Ef+f%`Km1XY7=yefz*u0sg-2Ax*cR>#!fwJ!6cgfmNWl4q
ze(l{!(<Rqgn9$RJL>Ey1A`K7!>e6&8@<CKaTse#WPp2&TWYdvSUM<zdPHB%0ThKVd
zh;c}jvWK-{M}`G&3tao4&O1;5CLDLyAQAZ|h*a-0pyNuHgrra$$Y9C(u$rnar#yz(
zj#p>>2j2fb3WVj<w-aiEN&E5ta<iYOhQnh>&IdiW$7~ie<@&0Mbx$IYn|7K69%S#h
z-(ix8VZ0u$^Stu7kk~u96LSE{@J`Y`2(n!{(f(f^B~E&r?}*pRaS~#_17N(&#V3;d
zlJ1fdk4eJ{VxD%JEi(;#(a$2#XxZyqfB(F*#E`14y3}(oDdxg|G?>rqfV|55+hAgr
z#s!D9a{%vvj0x}sM5YpAwWbK(#ZB9is6lEe|K$t)=|e>UgrS>FnVCGuMc~~|;75J;
z_Z~h=7=oG!5~T&Htm8`G7P+sAaGPUs2aH@vbu&%RLw*(+nzOcgeqN7@+i$RDsF+$B
zM&s|<TsO_XGJ1Z$u}f*yx!X+fH^}I3%9s~&OF%HXW&lvCV1&~d*i9YTeWt?ymMCgP
zxciu9swh%-@5Dn;o+oIq_u9VX4B(y8yx?Gb{N5BjO~TatZ)CdPQ>g_-+#a>zf))xu
zV1Z$9rT>PZBO-fc)yjKV7REgM_TPK;dr-Www*sF7DmL<(>+!5VA7~>S|2swV!pnu3
z(k20mNw()X_TQbJ|Iz`!|JN7`RwL+)V-zsyCGJ^IaRGxMhAYIF@pum~Lf_1O1z{Me
zEq?mlxczTS@n1uM!Dr-oez5Rlz5EL@dEMLoLxca{J`jf429RsTn5LYtoYN~z^)fRR
zVPT&GRmT4w!+#C$hcOa70)meHFBMSM<Yys811JbV_@{6n1D5%94AiL$&=0Q5s{j45
zZeBlNgbF~!F7$yVF8)IMKK`vD;%fmvo%>w!KSJ5RfB(;)f8_rLfNI|XK7WuJ`t#o<
zdT(A(mR<-HCHm(rI)>rkiPQsO`8UC9DSZFRJO8zwAmy3BU-Z&_wHhhlhbVZ94o(ED
zqwzod0kmm=*R^ZT9S5I!2T<#367r|8hV=jNXBbBLs8q?i4-gmHSl(@I5=tLR0irC9
zHSN#lk2k-NP!^;O_dt?=?wJ#SuJcysucrJKUZGc@-~;;E<f#|ynVIEbN10>&`*{8B
zT>Sf&+Xir2-!0M5(FNYlcu_ejy8lK)XCng!T;#D~Hr24-KTZ7RA^!jQmWS*sfLQ@<
zT3U1r#I|=Em=L!}SaUpZ4_5_Mij&^a<|IFt;D6zD{#$Z@M`K`QG-cCC5BkLCfp#*}
z!o5FWkBa{hfJw&L)CYh;YmJSAz5o5i|2zo*vk7QBU2NN6RgY)4*$lwiL8xF2#ciY4
z#>(=0&{gmJ9Xs(qS9zNbq+~qGD%sRAw?$w-miPaD%D*?^zrM4L4g1vBbT%2-l|<mj
zs#UiCHoX7w<!xv1DgL@3HbKm7Ti6$BZ<`$d(+<ou!qmUhf|&{U6i7-B82$53&g8>`
znz0gK;{%U}53q1+xy4|>h#wH-E|7E<dHe?OJTAM0^#3#W_aB1<liZes1Bt9^P)Y%`
z<E^Mq1F2x`&y#*s*e<=lNAT>`4=;chJmo?`)BSe{`Omxa&;NP}so@E;N*}utNRdqZ
zDk5}<l1?0CD9(uFg9DFHLHrSw)&~JzTM$8^zN4nxt1TT0=i^1qu+F2#5I{`Y8K&}$
zvFhsp9z$jph2+^s_JnrwH)E^`tSs$xp1qRKY`d3u<ur-Hs`-pD1aIAj|6l&v)*|NO
z8r?FlzyKfZ{VHf=v<Nu%FwRxgWZ?pLF51mc5P&E2Jhv9Ym;$I}fx-nW@G8MMIB+cs
z^E_`;wcK2$A|V_SvDd9@|9XcdAt&ePc6SO;=!A9J+QA3C7~r$yAe+Z@9IqSTb#P=N
zZu~ORG4-or^~clRt<B9RPRQ9L;3eEx#47`R1`4#-z79M}Fb!Vf6s5TtyegIFb|nAg
z3jzeP8%76SAlSb|h6A4LC5s?&YR7FI{o(qFAQ8)_-jdYyex3xLRfz`%aj>tzd*dMZ
z;mF-jX14L*ko>%VfZO|?IFbQXY4+frKgmr?g+xq@3R4+?&kY@(0bYE#?mTQ`ksf&i
z7B;I%?@TDqCg9`9jNA+IzWE_D7!s0_8lbZ*K$)W<fdOK~!a=Y40T|Q9<Q~e++x)*t
z(7%N21#$rDX@P2fmQ?zKo4=#{+t!0t0ibVgzLYtu4_H+bsTly11O&EP&|n`BK(lfi
zs1a`*koPSF3wAA_iO~>60R11%BB&D+i~$X$D}_(%9Gi-tQZA*SewP~g#wXmaLwJf8
zJjb(LUd~zfXjT{|xFvAl7C^`In2$`aeT;%Lm~NiIIR^2{-klH9;7j6QGr1F=N{QZd
z&Zwh-Xrz^M65NKjqY~`TuA=$$>c%G%0YP)~gR+8in0reSB1;we6*jSJKaYY#yh0Zq
zfDHyQ3<gn|!XG4l!$&dN#DAET0nmT{E2dHa>Vgb7p@N6@=KcWOkR}0Z=$ydSNtmp^
z;ONcg%?Uf6&0N*Z?Yu|eYJCI#CG1`Mbm0jJ6(Cg(Sml9tPoE&f+<2O97RsB>-*w;c
zlb>n%@Cab^4Rxz9WN+(`c?oXAuREMkfh_Q>KT%e8_T3_UO|hGnL6Ddn4miJT5AGF#
zzP}PK*-Bt#iF4pUDLv|#O4h9lA|R0Sq>uBaqk9WZ^ywd32ZoCYsLJAjw<8aajQk27
z3R?98r_q4`T?ZLJw+46AHo?`7eJZm!RTiN731yswT{d&FYxv}%B31d?4aE>lZG)fB
zU}Rt@Y~#)(gD+(a2iHD=qG5m*KmQ;7B^;iMo(JE8OT)?mD-N=QfEV(`<Ki@5t;p=k
z3JI6=hP4zW7VKApZ?j7yyS?*12B>FeXdqRWk!=nZ+NtO*?{kC@F@4~<0RF>|Cr0-B
z!!e52OC9k8AZYdSnJ@TI&H?@l#KL9(f0}~nTV4RWA^YO&hzPI)fjWP`*Bd4X9KI*E
zF5qgym25NGCk&VAfjmV)b#_q2S{PC1B$%d9><YA<YsM{iIsYi~^9IoqoB{9je$?+X
zg#b1hAQ`mNgb@s*<-r}>;)KrgAk}dOQqh2Nc);KCrRWOW&Na5Nz--j@ptUQgJt9uY
z0rW7UT@T#n7qo7bwZ?>$yJkN)2ac%J$+#x)8bGV)aSQgEu!z&^r+mx10VRANS2bj>
zQDz3Tqz5~#l7$G}_yM{RNmOPR1*ULVrPyGhy7B@G?EZnHAs<(%4kUq=LE{fKSv$ap
zgI#hx`|KXk^{1FrJ{4>wG%gdy^??sfCK3PY<>X%k;K`t+f#!WwfYSc%c4DK7xU!>U
z4VWpQtxlVgMvm|D@-k?k#TUxmV2-CY2PE$s$Rh9B1xs6J%OsH268^&*rC?_W8tS08
zimC9)=nEzTaUrq`XaGO&mFjk~3uqMdbqJN0%H-taZP=PQcdR)ibkLKa_>3>LD{Ks%
z`^QU7ZGjxC|ASXS{1l-nzQ}oR(S~6gT#^Rib7g-j{!qbptlGJRH~SqoD25n57kanw
z3bbDs1SwqSDL}Xp9Knyp{+W8?V@b6I3HD;B6`%mBrAMRd<VN1)Tma^sba3n>pDBf#
z|LY+kTnH3!e!#V|1^TPVXUDwP=@8%s_#uIoE!luc2xv|r;XBW|B=EKaPS`C*Fxnr^
zavWOEwVXWIZqNSkfSL6CF{$(Ox~of`*Sh4Mw;u3Zs~RFGi5ZMQ7vGTMOh<5=Bk7y<
z5RQKM%gZw>=K)!3HX>%-WA|IK5Po_jpCsss%@=@i-nI?c#&q^`hg}d)`q*#wdc`UD
z09E}dUTfSeXp{DuSLXeDFY0ZO%jV|aXmWdf?u?;EeTKEo)m;Jn*2Z|!NdK&RXNdP6
zV6@|eJh@)n8nnDJ7^|1!`r6?D+B;vrEbe&A^Ky^q#QuJR%&Vzt=UOUv(8vX~WR~Tz
z#w&orrHpFdd94mgzvtX{Z#toz$l?3%1}vW8S-}ClSfrF4I>&Pb81b$=ABGzR1(VEM
zLz@s5-9h^v5Tn0lGI&4pf|!}PZ-+VH!-pE1g`n>PPB#n}qqhi{L64=-4tIPf0Bw4r
zdkm<gYSmhhEqt3SLIi-jKnXc%!Uk=yGF$r;O19t#2nb-8jk-O6#ZYJOk^*mV*_K7U
zGUOOpM3X&G!7T=jJ1TX3CKHwR`O_P3(_X@}TTQJ?_kRZ^yPA*y?hCw;?^cje3kNqs
zz#!Xl<k1ee;i)D{Ka5I1=ca&ZABW{$p^vzVxNx^oU{vGKtrPLk#{{pGv<p$aySlo-
zxn3eVQ~|_Mv$9n^P8@>N9{@!AnCLwK?Zc1Y#9c2Bx8NS)VBmiX7*E`os?qW-Q@{d`
z*DilsU!0x|0&CE5@BSAyhT&kZ$D2-_XMk*x7FR59>;(r{V}_lvxB|#N#E%6$cz+C)
zKfYc*exJS|89`Y$(8xl~Ah}<m4FM*&E!<Oj{5uCg!~0iDpin>a20EUL{~md@sFAGr
z4RQh22%h>axcCM%Ip?XJod!%Fug}&MweX-_=obA-6%g73HoQDEdDwLbq39wfy9<Df
z4rlS<w=;L0iF|=fPDK^`$jQjSz$A}0NQn5YHz1&M)=t#{2H_p64|w|&Ojc98R+7`;
zYUO>{v$bdH?-JR$5rT%S1Wx9qH`qrcljk69Q3A+b&?CtDo16%Ow0pP+fT=rwZ0QNY
zOImhmrAmx)a5*i2jobMDDan-&;6(GNVST?^{bvElRH;}aQTPVeLzoWcH|To6`fGi|
zauFA__Xe&PH~$n=XI$AT39*bZ9Q?<#0?0*ihjiJ(zYqZ74oCwKll&=8w3`fj8i;sM
zV|XtRwFJ*C#6?8|r#IB{lqI#R9<Fbi==#C|CQ*0te&9!3^DoL$v~b>_QvxSHIyB{%
zXzvr9>y;z$asKocFtNOWwd1P&1w$)Iprj6jqXr-sm3v7O{3*BZtC>)c0)GH3{^l{$
zIp9Q*(0Iw-U`B8M0<NtxRi@AfBv>Q!ozEV6dg)?P=^^R(4?ru;XDg4G^`7?)3x++!
zjAu2CoNL?$tt-qj$UAOwf8l`pi;5B6$wo&!{pk&mokaS`1|NFjsdR;eeE=;M7~$)$
zHA3(>S-@}gPXpZ~VE=xDaq$*L&dAQ@sXYM%(AQ}U^9Jy&481k3j;+S7Jt=$-8Dn;R
zXo;tjKLe_n&_+ND8^c>@6LRacA3z(KRx5Xi+_33x_<-Qzf4s1Cyff!s=f{HCTPv6?
zoBVism5AR>{p^?G>uq>ISYA3N4|r6G2prd;T3Ev2F~kqtCSX>lN&Eb!2jhU;X|>%-
zWEhq0LpT>qfCY4P%l8BgwQ2@slI#B^si3ubRAi)2AOD+G(HU?JL1-N^sC)HE{~WwY
zD+1eSfHDE@KM1utxB`XLHk?<3z#kcC0nNhN<+uW5yg?Tuu1iW*Z~@OVga>TbTEpM!
z09=K`yn;PkLrcU?=z={0bQ@qW?yK5o44Z!+kEwHnT6=lANu0vL&)Zyg(m`;N1^ghG
zr^xWKTK(gK0xsMoGJMK@V7pH|TfmA}`Qw6Es5L5j4f0@@^YZ6ai6XTfo;ddrz%&Jb
zC2pv|)g@*4{>f5{%JteQ)zBLle;hhhnTg(YkiF}(NgjMJ_!<FD?zBm!-mDCCoER>i
zBf28>5;Q@`l1-+)lnOF`a-lUX-mf-Nm!1@My#*M<|Dygh)XH)W3N6*8$0ePq5+s&{
z=(9oMX<%gB6ke{<6~r1cFE0^b0h#&ubk2#C&r#1n)OU5(o^ZoZ@j<GhrVGa&PxZ%E
zhFs`LlMD$x{Tsj-42^ybZe@G-*?SLD5a>eSLU!!%aJuX-14dEs)#xtcI@t=U8-vO1
z>y>>eC5T7M2+|14;Nc`sn{Y*-X0^c8(F#FqdZZD#pUXy5>gz=WXVZTKL_xR4<rn5*
zptNQ4g+1!8hyRLcuRBq8B;dKhrs)y_@aM9pO~-=T%;cA50TqHaHoJiQDc!&1FAztZ
z8tav`|KTy$E(rYfMyMFR;g&ctM=&bmle@ozLJe+^ig&;tV8{w2y};OJT*3ani8G86
zc;*na_8#cVZiv7YX!H}D(Sz>EAS6hCn`^}tw7>+NB0fe(lN&ieJ*%6ZzdV0;P=g=I
zKmC~#`}$?sCnaXk%>x<z2L^T<V=9bnN>p&QNXI~r?s%75Ex`!xpqudpAk10S9N<Yp
z7-y1v1;at)wv`$85@^^#a8EYqWCc|pQp-W(l|1!f6=DTJ+jX0phC2ePF+fYmC2?Yo
zJzIWq+aBRu;<V{NNbfE2CJHsfGWI7wP<IQg!v~NXN=Znil88AHj+CJ6?^|O)of0%%
z5t~ruU}IC!cBQkNSvmX4A6YA0Z2Rom_x&CN2@Y)OeD5&xV_@I5_WuE+{asydT>&b&
zXg_{~bA~yXi&a}V3FvFU4X_~PQ>xnb;Mp{rWzzkvRPfiY8W05UZR~BH73{e?twYIB
zes9ne5KynlC4uwH`ye6|_E11f2CWP5)y9GzIRTZTGGQ2(At$~kk$c_Zfb<l(H)ves
z4qDg(R+5kz#0V29(2GbCQf{C9;Bml?_XASxYA1zzI8ExafMP?jg4%wsp9bze*!M?(
zsSnsk%~wXr0-jUW`TRSDiO{0YVV$QVHBoXn*DsDA#OoMg1rT)^5D5TR@m^gYbGif`
z68Q?Y2)uP)F9;Qz)n`FV4$76_d2}p&^a>!ruoh1sbcUu>Lit#muXseOA(WE3ZN~m^
z*PRTIZ779<ioFZPA!A@*D2?gmfm=m^kKYdre&3WSqF2D=cKkMy-#+{O5C(NLcsd0+
z`TAJd8t{*R0i#%<izcDE-Z2y`2T|&~wXSD{4V3QCQ`L_@DH$-Oq^18DIlx#ptG@=e
zjojTW2?Ht3>)Fbg=hfEL6Mna25D5Xs1aJ_6=L{{PuX23<)?xYK^?NK#C)kg#>FI)=
z0&-g07N!K=>98b})SJ^A{2q4@8LXJs<_tM{3r6x=SA>`Ir8@C24eg)Y?@mC1mxRf&
z`{5{PoeluI%OG}_l9JMUp&S0g6z}>G*pUO(@~J(2P#8QJHz+s?v$p_f1f%TtH`sRK
zc{u2c&=9dtPLI9<kL!K)0~A3)QJ_$9nN3l=F<`5P0V%xRX%RewW2`;aTj|dPy#sPD
z6mvl%8CZhuJ5&a~^eGs~!e|=%4SLGQ>!;CxFu|agR}jcw(CYQ$z>&Z_77~7tw7Omy
z0C~r{9a$UxWq<}Q4>f#0S60gRhI3&ASFnOwf^5i{eoK;w=ni~?2ng$V7b6s|_vwIk
z0(4x;scb92dHnMnfgO|>S;6_sFS~voAi*3GaxbdgfayUZt0@+{uO2Z{0GN>5Jq#pt
zFxc&QaWU`fr&EssOrc&E6+aXTh4~<)7_{IE^6mISbp(=kJvE*kMIE(<JYctz7ryda
zN+II6*&jiMxL3KX%?9JSVk!&bi-HWin%{`syX#-TjSVvGqkam7JzzlmN-IlEA+}me
zl>EQ4WJ5IGo-?9UT;YaL<gqUwua7uu^%&ytGOdLcf6h~L;I-W3JHsM*U2i1ni72Vt
z_i=#idX4Z`l=u!8$az8hx1Ju(G8gTl@&{4F0X<~<*dc~%{JV#{bFpszF~#-<HPlNn
zeNXtS1pDI{)dHr-S5Pr|C$D$jz3zirgdLM)^l}^!U|oyE>NXd%6*_u4(FKBCWFMLi
z^7)h4dg6H6Z*FgXX?z@3z)jjWw1A9!vd>Ryb>FcncyTm_V+H>LY`jS+YsmFWREZCk
z=mO{2Ek>|JFJJ8++ML!W)L7AFh3xv}>{_Fv6LQ#&7M)$m6dSZU4VBU@g<5ExO_qMY
zYj3K|rRn@ti2B#eJC!NCHSqGxqDR^T^Xdmw(aZddFRa{V<ryV)IlD;pulLZsXOKX}
zVkl2V`uyQpAXN&IEP82>pb40?@LZu~(V?w0;zU}&3A}AgEMwPHOyo4f$6Wuo>WiK+
z3LI-lu}vI7>#p{Qcz^b$8$vc)WbI6O{|$8=zrY`X*i^O0&|m;}@Nai|fC$G0rh9rt
zJR;k*s@l9<{UN0s-+1MH&xI3jW1RIU<Hh-qJFa%zLpuIvXEHB$Ub%E6L_w#2thctK
z<~k?UC-Uo7`?}tj)P3u2dQ)NoOnL*TAX6(@6t#$p^<h5R&ezGW3I{xA6L|3#7bXiX
z&Y>RP6EkDneNMVDwazQr2_<!>szpy|C3O|d2Jo+!H`wvj1jU7chNtlIjR$CqgMpF0
zm3nAmmQwTv=7)RJhYs|}tj&}KyK@Y#z)w;}Z&)FB7ZS{ryy5r~d4p2V#ZQiDaG!_4
z@x8zZ;_w*J{_Hh5?~4hw$&OCcQ<*Zv!b)hX)6++~dDs*im!_45%cl)Rt7I#CjXDd`
zAZSC(<htSMWVfp(2_HS8^T3`0aSPK!JP{#~RT+ldKFbY*O1Gh&N=<O=NRS+ED2GgZ
zHF{Mb8Fbop<+PM4&ho9X#NT0S)oEWsdqW2Mv#SxB^zxPy@4!i6f48t-j^>VgGGnj+
zqU^+5l|Ed5A#l=BAJU^;uQ|Oof7f!fV6~h{^!K-kQ!!q>fWV1Z`Hu?eT5~Pa4LG-O
zRY64BB)FZoz4olPmrvFRe;Qak(U8;J$Df=nK@GKhN_Sf2a1m|Ope>-Y<jUHi6ax!a
z|7qrtwM>aJ@1ekjUTR4zqH4D#qM^I%PC<0MA5tfzE7VB2LMI`Cx)rr=`Wi3iCI_4b
z7?GdOX?Z`u+u%6vsh|eA&Jo;OG}1rP@Kp(n%dq<O;~_;57ttcM(ETSbj8;^3j7Pf%
z7!m2b?+rN}j50_<_?JH9U2nZoslizb5>DV32JSdMioMEdDJ0Rxv$Rwrt5|V56Hg`a
zXMRL=6#qg((4Yc!pZm+iUB1v@F|UjwlcW`d>&@>z(8$@X8lQ}G!L!{I`scX_>h9%}
zP4dcV_a7Bq2x;}l0qJU&^AcAecPAv~y{Rf@01LjJiyIfEm`+t!oRi)KrBI*+Evc9{
zT3hup&{)u#3D2R5mt^hbPENzJ5W=d%<l4n4;A~g<vqK{GO>JN1+)%G%CEW&X#6gzO
z5%kP{nCt%xLmrmu!)=jgjpWWYx29RacI-N*yn4d&rj=^SIQ9^TWHyb%OrqU)%!vI8
zYm<FsNr)KL`>)sgZ?K3QDG?aYUK8KR?Oz(`_)(-hX-#Chx;@`TB5U288)jcb*1nAw
zZMo6PdkMY<tB3L_GuL*Yc1=Z0bHF&jQeY#AuWnc3bawzb_(<ZkLGK{}{Pj8lUK$3m
z0YOu}S+WBrQUn-Fz|5U3_KPKaOE$^i)AY@U2d-kZZ(dHG%(W_23s4?fVQqAwjn=T}
zO8l&q?9U#}O}nAC+3O<+z^ct#gP>@mLyseZhLl4AHaylK;=8^8U)g7zZUVnZ9U}?^
zMd8)quxM~7pEJ!5NAACKL!rJQRl!OZo|3Yu&OMMSbmu3Y<ZGm3AdO3R6U7+XM_A7f
zsZA9i#b#FvrkD6eJUg$=OG@a0bGY@OgHG~PI9G1^djBW&&F$c3=<$7C1_s&j7{w=W
z?|_1!ONz_tuB|Q5W&4D4kYGvp<+O5oA(MVhP1GzXqsOWx{G~)czM=>B4Moxyz~eG?
zaiM0o1-z77+rl0zWzBM(CrS0{Cw*HCqZj!!?v1G5+mFtHVnk;iREyYu=YqI=Lsh2~
zILg_R6=`38fSrchL*4mhx(0EiuoK=fvfAp{&Q6aOl~arJ<-a2d5qO_g_dbJh-&PRe
zhRLb`Z}oHcJ$nRNaE^0cnG}70k}&bDlz3ytG$atRFP>Jy-+A~w5jSp}33#&(QWu-a
zV7}Z8*JqEszW|>A^^7KT<aXr#iu<Y(N6kZg`XxKz6{An=SvW>AGy-83ii)-TJS+w;
zbYGvB+5#=(u;?Ro{do{Hhf7FE0Obj&+RUB1_XjoK4EhQZ1M};>Y&tiV|LA4zmSz+c
z@M0t<-u7ibIvkDS2n#N<u<1MjnU)~O<d1o132k{k8H`^SKlWYkDG8DwfN=V&*)Lja
zYh99}IXie(da%4JD?7!Uol}w<bPqH6c+n8koHh#QR3TkQMKKHWiH=pnF{*pWT<GGc
zmjx@Gzh%w%_Tp)gmGn`ujjWO!&<T9fnm5EPz}^WG!F-7LY@fW+YzvpOS`@M7Ro;5_
z)1hPI)^5$Ry?wTPw+cSKm1Qew0iwNqcQ)yASv)B=LiUAsr$$#%{NrhkA9)z@eZ_1u
z5z+VE@;rqbyuh6Va#Kz(HdB0wLEwRa8JBgv>V}=A-VC4+DYKi4(iM+nJfWeAh3B%G
zb5sw4V?Ha_w9vEZ=f^S<#H_jNk5Y=@L%wENx$UqkbyL75E2Ybkku_(NtF_d#d>^8-
zZAzz5*U}}*0OTkR;ihc8AcHq(*2#OZKLALp-3Rv>iBt8#7oNzyB+S$uKRO6LYQ^is
zU2<-+>dyAbbsI3Q8;OXFYRaVF(xo@PD_<8``*h7acY~JN0VBqRe5F%A(PtM+QdeHx
z6z6(d(jW|KC6jgoFQ6R5fNFpme47~wJ_#)P>tk>ye6<^N#(y=2!xiluUMWG7o`~q;
z;9GFv2fmU*w<8l#TV-WsyPr!#mD9$I`fF`2{W{0HlADE_$pVYHhcDKYgK13Jk-NM1
zxCHL4h;WgExMOvI<9dB+qV+?sm=iCjskzy-N-<9)^(`2~yS@H_(G`63f-B3hDy!<=
zs~tie9)XcG{iQ;_l*h+5&<w78hjZuTCu|3-akYa|{Y$}EOE&~x24Js67puh^awJbl
zU&j*YlOus&G(2SyyWXwZ2C~^Bz){#=3nbuhDF6j?8(6R&e2Q+NYn7~b8wf0eyPU)P
z6rz4Vw?zWDkimW$Mj_X0lo<$ku&1SVraRc+jUG&prVIwZVU$Ypy*`YHpm|lMDIG&=
z$n*fP&#@EWLb$bo$I@VLM4*-dykOC>5SEwMPlh@g25};Cn(@{J4QJ)mte?R>gaswX
z@Ct-*{9t8HkeW@eA12Iz`h5WAZA6CRPT*UhmXWS*F}Yp;9*})Pf-S=jN#nNHz^%fM
z9q72BmMlmQ^FG$6YIs;!ls+Sx-n~r^HsrUP=KY5wmVt2nOOW($ixWR{JKkm@Bohf1
zgpDZ4?)~Ffn9y>4z6n94j0pna_etW~+DWu%{YY>RF~R)Xp35VG+8xjWNNo$(&mW@&
z_FUcyOn%lsrhX1Cn_5Brm}@|M{TEUz!7i?5u;yTbef=N<Z%B**!=-t7X@_3FudhK8
z1HUEe(X0sBO7J%Ntw!`mU`}5Wq!3}4tZT&iUulW|4^yz|R|8NlKtcMyFW4aLF3hs}
zR}Yx={4~+}@Bb?#lD`Az4XiYRr3C7Ag9G`K7C6;>*v+@VB)#SpdynT0RuGeO<sR2l
zn7G<#65NpagH81W2*HAHqZR^^x?{*2m71?}*0x)taq9?4J>&JT)J+z{o9hD**jlB+
za!T~wK`+fZM!3Jej4uCdeMnZ>Xp9fyT`pU4_q4%mtLufTxB3UT$Z71`o2u81h(Fb&
zfE)`0CmcgPX_aI~q(83MT`z3tvkl=<b6qj}<R^rbJQ$2Dg@PUidHkR2AXttZz_CK7
zQ(0PWA$nfRJ<-zQL<+0=e_ayz(svgAM;sqrvfM)q3*_m)+^^s!0=w?^_BST%nqZz(
z8>S#@^FqNb!EaIC6B)t8l08k7`*CC~=>kJ4OJpsam(!!`wLGahc(o6eK$pL4KmH>2
z<B8eK>?AJdh8<3461Jl8{o*Xfa+Xw+<P16QdXj6V1DoQ^?;xu_iV0Tj{M0@Ol?Q>1
zg(~<fBr)^`x5N<)vhw3IltTreI>o7F_x@0-0)?c1BKNLSrNqL(T_ZI}Cwm)@3E9u2
zBAPC<KIm_zb8v#VyRKIF))nbi*v<Ngb`GCcZ)`W0Rv+f>d(<rPti*+GoEmQIilX8%
zXjE(t*JLX`<L#kt+S|{-cJ<VW)0t?<q#J%S>iUeU21Bhgd#n(`^Toa~5!{e1tyZ9M
zwU(lfKVY$2bx8ytyPwO-d9<se<iYU8+0Kf6z6S^pKLXCRdwmNo5%<fe#X@Hs#{&R5
zv+K2pz<CcUHkjf28jf<CeP5lsKdD?5$x7^~tj=c6rC91zX-5-Z8a)d6g>ADo8s!L*
zz{cal`RX!lTr_7*>;CcuHokZ7dVJYkKA0GmC^E2kcs5fL`ckX((ZzJqKK;S=E;^#4
zrFKnpdkvRug(kgA9lQQOf-t$qH))=wE1op{Ml*`ZM=VHLip3vz(A=!*r*L#_o)%|G
zGCEwf(i{G?WHSuwSI%>3yn9N~eR1KV@-U`VZhUrBq{`8r*M+>W7V0)$X*~4B?=rNN
zC3%Z>!$Kn<4|jU_<m<8iOcR<K-&j-%A~)xBR<-8VusFrOEq{vp#&~1DxCkv-4`kRQ
zfj6gaF8%UOOOf;;0$0y_WzUEVIeW#2H@L!YvD9l^%8n=ZLA#{}Q~3}CZzPG+XC4Hq
zRJ2rSEb&_ej>J6O#gCK5>x2kC%{3=^+ETdZo-N+Dd`Y8ro>|^R9Gy3AyNk!D5N2pP
zE!BPB&nE2h?ZsHAoXZf+Y(iEAn{klo@qYF=YWLE5d!6S{ktu@s^IVJi4Rt0pOJ=7-
zLaWz_IpNlNE9N^K_&r5g>v->SP#n=yJjsh<d<e9}hiv;Frt`Qt)F-%TsO}e~H`(V)
zdqlbmZR!fDATG^CAARIJzn|;oTXFf3r<x)$=$TTj=Q^e7%i!;)Kfc?^Tf1YRgYr{=
z^uYgA6aP{jCW^#xz**gK4jbML*`A2xKYPbUcBL?-E)O4@tU=Jp?rgen!aHPNLE&DL
z)wPVPCHQPf;zx+#$NO3l(^-*2b9;~&HBdiD_<l!UrsQ>J&tjSCPlwa9Y;*CmXHDzh
z5cb}<<0t)OlPQbhFGE~P*mwT8yHGWCBF@}Syc&wBg`%yTaQ>oaSFu-ZvA*Z3OBAbN
z+9t9V13K^z#bpxAfbtBhtrYa}mU+#$l+T;*N1rQw53Tv0w06(>jrJ#oJ1sIP%v=8N
z1Uy)5&7d>li7HWZB+LjbEu|N)tO{|hIx>1d6A95MvJmWaz0LLb?UtsM>8I*n4Q9b5
z5m^3q=8Dbq*5K0~p4p;#EgRVv{ds8z6L_=8&G~FA&$d6ev(#Q%&mP&<#UG1Zg<9iI
z>dB<ZlyGo37p|8;5(acMZQ`HIC+Mwy+v0&H=MF4&>6UMwaY5t=IMT0tt#PB#67<gK
zUs&ghY2z*%zL?JQW|P9P<?mA19m@7;e_BI(`E=a*RMgNl4^6h9^9@1v5smJ}(Mk_@
zY{aM9F~-XzbHW&0BSW3j%BuZYX4U1B7m;UGBpzb@_)z3j*Bi{tH_*em9~9yH2T+em
z)yI8Px#4*cNT05lvl|%PHC85zr(<`S&qTIWv*K~vG<#pozP5TAw;2t`P_KTunYMSR
z6EPjVuZT|n@YlDzY6&^&$=w=vLLLFyNPh7aszp<ZHGXdU&gKca^}>st4QYByn@KA<
zYUiFhhlNWeeSs@|h<dZe;_Akfc4TV}T+!y$VWw-$&xEymFE{Y|NAK63p>yf5wy+Xa
zoQ8;>jFOd6SzYb-aogn3L~pV->X)T~LZM#AWkRjx+ZQwoPya|)Efl->Vr!{Tx+BOq
z_dABEM(gQ-PO9cLc+~9Xb(~e^T*eG0c~e%SYzw!9J!SgwPq|XzZdjc>KzlIyB=(_c
zYYpI50hTZq^|mKGDcuUTRCHH`N{akyH$TL(bMC$?K~*bz)KFKT`C7}xCSRAN0P7qk
zmm`bn>cI!QIPO+fCrWo=yGdjG<o4uU$tZ_6<5fq}XTm{i@STpy3l$nhV=b@kb!PRH
z*U1LZ7iI5cE-E_81jKDpQ5l8wy})v$b;zpb{;oyiOrcd1p@nNDiN@)v`7O+p)X=Bp
z<LT4t&BIz3Nl1_{Hk~rLJA&-VL0QivG=vl_YxN>7yYhqlNt1`iVxwWQg#z@nu6kI9
zwupL6Ke9IcAdBOMsYiJ=>sdeT3<Q_<DoqXs2@1hQ#OyDeKQx}U-E0-u>zXKJaL=kN
zz4cl9e2~mJg*<AEk-_PiDtC=jKKg{LqueR{UUH-7VamfrR#TosQ*o{}?DQ>yBmZ&k
zD(UI{0%Cf8>~zaVUjUg`k>LgJm#Y)|o;*cAL#AfhXHU-(!sb3@#=P%4lH-pt?@P}o
zStC-a9I6}GG1;D1+vLbnqF+(6emj~;7g_6*rOoR+zGmG|E33aih3~RyN2@W?BkP${
zO16yMg*G)Y%g)m;nRYJOk1yqZdIJdj4J^&$>XFm!>D?xMD#LclDBb<&si6lWjTsBb
zt8dp<N>@%)9&H$Phf4(1I#xehwUs{gvqAS<sdz4DCbBc|^(2NTJqbDKmE~d4MG(_U
zf0AXt%QIj3&HA2Q>7}F>npaNWE2@vOifyJTc73YN_bPc<=&Vm(RX8Z!r{h)}RGLZC
zl!WB@V&@-%Y+u6eI?335ITH%T`GVfH@oIr5hXMj?%i2gZIOaQ3_2)`6a4SA<;Usl2
z<V~@z_plnC0}o4vGV=92RzPWn+`ZnZsWpmWDXpQRAlqL_#n7nWdF`k8iE9XJp?zpw
zp%${#zfL-X3!AMwGUTX-FV?C-qe5ve@gW`khuj}okebKc*ENOWzLi>0n2JJ*tG}~$
zeBwHTKuUW?KeJW|54>TtjCNQleL^^`*nJC4xL8x?vS!uE!!c*iMBOD%5!7pDnxGSr
zwdYwA%ot~*1j(6aTgc2h##LL5tGrA5R2x#<YWp!RuM*LP^8J(z1SJ1&UL0|MB){#a
z?+&iWr%ebhFEZol^A53<Jk)0z^{1qdBzOc8E!{nQ*IJx`YM(f5#IB{kEe%V9l+I-p
zkCo76YSn8TRhVH1IUcW9(<ydYrN6m5T_OH3lB9A&nTx9wa<<8AI;UVPuTda1$KX44
z>DISM)~-k#uRFlCl^eC6%f}g(!3d#=yBq&?TasoTw}Y3J@90!|Jdoy1a#}8P)|s|w
z2Hkhe-8-OwD|Z{=n%D{0U@s#OhOqLm;ozkT`cb&IbX>$rt|Vk98IH2-e&rHBRVnv;
z2TeAvRNbVB<kweGGgunUZM8icl^d(rOdY;dqUkGnx}~O}*-ypLeKs0H?ZP^<Gx+s5
z_hZIdx+PI<d(13IuhqJHQbg&;B#sLrD7Di%PK;-6(ajkbjoMCqRFxH9C3jy%m#xTR
ztfO%>)nKoF`_ZnmIdX&lQ2VPf4}0zhTVFZ-U)lJsRWXqK8u`Z{%PE}9e|?q;WXM3j
z*wCVeN9-0kVL`cAx2NHOJ=rTiN&cv?I$_yAIW`f=2!X_3?S!svz6r`;TrE@>*T(#)
z1*u5Ma39VOiLOo9x;!H4&h#3tbNH3z#5KH-!f0UOQBi2OR5uY3w=mM*Wa${&Nw;Zx
zUo(JKX>N0~kzdoDyyqic9@rBBPQ(7V>1ew0f~qMq@=2Rwr#1AjiqG|>PZD}ND#mkj
zhr+K;i+gg@vs0f$?jwANeSiH#h#$kd9BtAgHQXg~!?^GJ`W})59A@mkr~olzR22L?
z#GA?;t#v)x5mANQeG&1KPEqINf_wO(yOmo1Fu8SDNlm`4Jq;yA=;Gqm6PwPoT}zrJ
z73QESCD~J2-ZIWGT$gXrck=5VT*$OivUP|_5_}qrIai`~9&gn5<X#*7%q<By^;M#D
zKY3B1*zI7kd(r>lIQ?VYT8Bl+R}23sbIgq|fq6$`s=7*AhHIkMGW}{e9s4&F-79ec
zGEhd=;myzNacg-_I7`?>aMyTQn%|rUQ9(D8ckd@GR$&=2=qj|e=DqOO8RrHDeBd)9
zwdG9qGILm?^Z=2as0;m+0JLjp0`AAD)n@peX5K{k+UUyxTegg|%LKi<h3$^Ra^@Yy
zpXnB5J<ON&Hy*acc9iwYQIEbF86*Gx2>$PzllyfY-^el8+QObT{$p*88vC~k=5A*e
zF_P01YtOc#DxJ^XROIdt<Kd;Q2|fP|?ouTXNa<HxorZ9&YKJDFmmj)SEEZb=tL{kK
z;YdQ{cOkmYKk+B?i!D9LWb=fmcX~z@ZQ_e}L|52t5cS{jqq<KD?DoecOG%&}bQMzg
zY$h+BblEtZHAwadsAq>LR8GCZNH;^*$)0FY0)gm7J#cnUWGY(Qis(1gCKG}a*XoKV
zPi}wNd^FxwT$C;U%wrX~$NmH18^3KDNnNC!l^ftPVD#SMAgfR@Qsh3&(?VcQV6|GZ
zUAgu|AQTL{-mWwJYOyL&)@<72wHVdX{YXR+<w-S<81|r2$W^tk8+Lt;3z_?b(6cux
z!UaIH2drF7vgMLNJT*fZT|lS2Rw)i<1UA+65_!x6n2HkM6o{%V*niQOIsUNYbZ9d0
zL$Z*r%y3b6)o0WFgklL<@)bHPBkt>yh_`D{ssV@^Fz{ZM0|fkC!AYcfQ2SX@EKZIe
z%!+4OW%>26l0WR@ScR+up`kYSH>;w#;;j)1nt1GKWlHz=IoynI_9<4SPqT~>XjE8&
z+LKB%80k7Isfq(jM|v>qm)fRrbQWl(TuAH<8-CjKs;ytP_q&u1vfND;-5U2?l@c0N
zX*uM0)TR?WuDNMT@1RVzqU88?)c1&ErSt3NnHtN|lM|WmHD83z;nf{O9YUwnD|+CH
zP=zUW<u3uwB9q_!`s9q)Hw4fYQ=vfpaIys4$4mG|P0Ah#M;4_2XAOCXC&OQ8*QjP5
zoueYWd!>;peX43LW;@z>3%7F;#6rHsieW`PxPyrs%hAXE{Vx-Q6a4Fx8Hllu4hk5T
z-n4Y^EuHjEh;MXs{KTztJSSOdi6YQ?8KYWAkUl5CuO+WzD!{8MYu5UhYRinKAvb#8
zFqgADX=R@WObK#c?oQMC>IEBOp=9UCp^LV1cWhx+qVEv=w=Sg}Nz@LK|0Q`2ax#|F
zxcK<^cz5(LkT`*5i6%lAFV3|YqI~{qwTk!(r^{h~?obiYC}ic*J~EyDD5Hls-i(+3
z%FZJpabs|T@K*+|6O=uHudZU*p>m`5?om6BD@xYLOI=9UR;=}kr_6@Df+mp(Q;S_9
z!;xj(cC&B4YN~KWC?wftO`I9AHSJ<B`Ybau^!+k>lx(Feqd~t~^_sRQUf#MyP5naY
zs%L+kVI6r<KC9~5_qP{qJWqsl2cHyK?ifDFv{4py1B$F^#?Jp=k?4P#%ztrt&0v(>
ziHgDkLMQX+Qm>!tg)4igq0XaC10Jt0*62GVH4<qKM;8if*qhn;BKdbbaWOhrT{c_w
zovomz7q-nz%^TZ(%cq|_I)81&u=V_kHD^Jh*jnW{5}eBKD%?EJIQ!hKLtWw;S}3qP
z%sMRi#=rG@bP11s=Hb@Wrn{Qdc!KDKmE%OVtOd>LVH^kDE(1|yZODs8D@OxEL=bqd
zjqehAs>Yi6b`lzaT&t?;Dy?aclKx3KBAZPRe%H^IP5TYa)%3xBOi4(rk+0?r=_)Od
zt{O{3&r^V<sT%t|EQO}EaGVoqC=1WlbT9W?MY+<yW~NNlI`z+d<B(p1Hht#TCp<n5
zI76wLkkoaUHv)+U6X?VTaixsGwiE};;Yf7s&Cj&{rla-RlWFEkysI4^W_9ImsdV<(
z<1Dec;|sq`I~^f$LDD=WZ)WG0h;mefQRqr|==<I_^;psv#9pi?Z5ASU>X|s1SCL?Q
z9v_$}R_fKf+%2X@r9ulVA~E(sOgrYgnj%w4(FsSFglzOy{anxyNBAGrF8V6WC6TiF
zzzqZ-{)Xq2^z+yUHiW`~XH-vYA-cI1Xcy!w1HA_FDAy<dOk}`G)yEd*$^&(Vg{<nY
zCmXTM{d#;fYs`tA%0Zts_7?LNq$_O%#qSvu_L+BE_dJ$}*hkKsgKVlOImf)B#Zx+1
zOk~rii(y6$l4q#m(|`AE%j)QByP@jPfld@rf!S{PbBwM`TIJx+nzhfPjm>>3jKUK9
zGl+ZHRLA=WuDX7O3R&blmx&ok<WQ^1Ro-mqD0^^Lb@osg2tvWWy@*-I$4G8ATaV|!
zwe-nPT_-C;#D4`OpJ)4}ty(ROQKlhJPn#!^+L5*2G6Aeszj70{5%4aueI?VM*8!2=
z)ho%iNFKakUufVoe4fe69$UM%qH%`Hqc8Q7CaTsZ%)`^VHJX8gZfJvM{OuD|3d=Qq
z`;TX*Jh?(A#$(<UcM_YNvfK;B=E+F%6oX%*hS52UM~}Dhmsi?D8`-qA+&bbG?1|&^
zCj?Hj_X=@6Lu1_}Prnx2&H9!<gPCM>6aj#|k5r7`dVgNQ#+SQ1Iq@}|=lrF<Q@j=R
z<j&B39l3jA3SrRo%m?pql#z`?&@(V-`i0}#5PinGUM@IV5O_J?DbpR@`<YYd7;}Wz
z6Ud{$z8O<K;}y5yxG6b}u7_t*wY`?@J7*sAtOGNWR0&&V!P0Yifs03px3RRkQ(E9;
zz#sXIWqZ}<bsgc(iHBDct&e)BzmIi&qBzTZ!{YB)JFxbk8SY(9eB~3!mEAx^b>c37
zdz{r&I$p+Sk8ylfqR+}0C8y`<Vp-{Ac(z@SkhmXsmf<m4kzt!6!$DQB|E%3P{QWk?
zKjoiHbYFox!9bsJ(1L2vBUd@VYYUcdJqe8%PB6{>&X96Bm6O)9zd3YLe;?g$eX#6^
zMMRfKz_z*DHnzGu?qz54KG#%ncFNQ@yVE*dS*HT6?9eBKtNj-{ey;<Smag39gRBT3
zgC2)+S{<`!djf=K9jR2V=Smg@`q`d`ZmSh)R|oA!k5Gp-#}bnBYcJ=M6+}{;3&e-J
zpYZS=zx_@qx9>T7;K-j?Wz(9#i}#c^7-^_j(|0ewHb3}G)s{gdB#*~UX>(HU!i=pA
zKVlz&Ab#<BxA=DzIteJX@T?}Se*BD06IIdMXQK%^dXMQ&;ce%>J1mtYDKu{m0(^xW
zz2w*pjs?g%2*TipLWwkywZ!#^bsFPo$n?QHzO~TL{G58I9&vg5K=4t>KK!Qz_*c#n
zK$}6!^9vZI3v}gdu=fg~dj^c159=0qrVpA+$x7Xa0{n&Ycj?Soon0mGrd8OMDHbPh
z1GpVSb<p+J1<Am0bmI_U^#i6a4ww7xpu;yvf+$*|1mq6LM~FGhN6%inIWN(J1i{^c
zO1$|?Ws8&yIZ>G#_+8#i*f81$1tE;4$<F#7dloj|(_5fcg{*pDME_C1{mn$HuKV|y
z)*=CdfozRt>eiNI#5Co#K>z)(-~ucZP`87i-IS*OtL#Sz9!p4U#z(QDB>ik;L;K@J
zk6!3il*mbue05)rZqeN;E0uBJH^oG?TyJNH3xH~AFykf&0VO6m@3ch{Nl0R1y#-xZ
zh8&a1CX=b7CX*|g@c2Js3b8@8h$%theS|bvGW<YpMgUcwdvLC*Shw<Wtm1Wcd5#=Y
z%;&S-wk`A(`bF$yuvb^F)9&7oeaZ(l%a_KXm8hV&LnqPJbF{JajZwFpc&Yg9%9ioI
zT^)yjc)@h1#jxzg|D)`!<Dy!-uwg+^K`}@XC8WDS8bP|dK}l(8hekxYW9U&jq`L*A
zV_@i(X6P6g80y`er_S>n&-;GgfAjMX+<UKk#l6<Gu4}s1{46G$aom>gLu<x_9{??P
zS<CyIxzi`ssOac-T+cd=NflCfaJ=mizM{i7nDI1jA&STHz$?7ngz@}7=WH0h1!M+q
z7A9L{$1bIx-a^L)hI^QI0`F}A(=4T~SSk3w4(ER#FJ&rp9uk3l0xYgH{BMBcJTV?2
zK!1HRJABEa@cZ)g<_~<80sg##;(ZAU<@dmYiN!jg{r<t;B>Ik7g_l0zoZY_x@m%wn
ze~!KZ_YoiU)BWCue<=Cg2tb<l#29%V1VAR7h|!aQ=NVb4RK`aS0H{hBxrmAW#_xXK
z16Gz2<!Ss|Z}eS)h`DZu-vb^mDAD{5F&c0ZpRn~jc=G$6)CK;3u-_LppZflVW(ml6
zOjikfm~TC`zni}S|Mn69AhH_g@Gsqwg%LTZ4f?jL-?X=A6W;xP-02Hwq<b-t!#>m8
zv{v|-@dHG^0l%;nI{yYv^_czU(K*MS@G1lEl5&{wtkmWD^mMW}LdvFwHKbssdnYi9
z)p0#N`u7F{+M__<73-kc5cqEp{7%UwGxY*xWm69RYU0i*J;^0nNK61&<&91J-)H0B
z13V0c8~h%iHA2u*u?sMc4Do+^ham>!ej;?lkB0t9;WDW$O}@zUr3LL2(vP8=HOg5s
z5K_@mT37q%Ea;rS#qZCauW!l?9n_691V9W>qXqipI|w|XGoK%P>&^rh-*_Jubv;yW
zWQjb43qEpNx|B9Ji*>TC@^2Q|Zn{<DK(MIfp%fm=415bLRpsWZ?@`4FA2V70UwBo#
zfcq}oBwerosOl(!q<RWOfMAstcjx!VlROo}`+TQHB~vo(mBY)_J003L;OA8fpa?dZ
zM%-FbDc@9*`D1PL_tE1X$v+Xu^8`06y6-sY?f^VVKsM=%^dtSm?7GLa6iEp9q5sH>
z-+R=CG%(u^Vuzdt0o`wvskji)8_2-!o9a=gyWZz}A=Ci9j!xCP^WiLKWKBGjiRh8-
z<z7g~eQ*6rn}N<3Qmi_0_9%B7B_X$c<S`?dMZfg@Su&*NMRTG#auo*byv!UQ1y)~|
z+Z~rn7(=Xiud0tCGktPaI2HGfwM)|HTg=ijPa)OY0$yV|f)kNh&}$g_t%DY|)%V;V
z<YBpfGG8%%|K>w^K-|26siG4G{mg=TUp2HMxuKxh8Tdj9r{m)hrAuVyI+>kzb}jiU
zfa>1|(@B2k{Jg1UDUqY2f_CQ=H6WETL1(L)YWW!0k>K7uY@-!{I8<u==%4)4Sa=FD
zX;RjUL;C!*wKsFZiTmvwr?s}2PuFtNpj*7_3Co+Yki9KWoeTC4OJDT0`0t#q1N!y{
z>Yn;lsw%zpPInjyjm{!?ygK`*+~<>#V|FFFP}`*A&gCMzQ1*r@s>Hsz>BBM=&YILd
zihUut9I~YHhv>!jD2|w(5^(gm$<+S_kfeLV^aQg}4oyaXl7vW0o~4<7vQAuxFnZTh
z{v2hl9Q!m=&t~=GLXv;HJ>S}T)^>+$HD{qzmzLY3T6~KT83Xm~ag!?#_Jsh@Kj*m+
z$)D!3V>^5xxpF<u1cJ-Lr*r&$TQbgpP)9G}Z7`40woZ+6D^ciJ&9kbtRK1$rqA4|3
z&nx-mr!`R{nGagkn=RY4JW4FK6>V%>n~CPk%RK~O6{507Bves~*=^jXu~|y~v0^g6
zciyl6LhR(Rh{9@27y5U(55wnvR?6zX0++soZ<nv{GAuGba$Ys)lr=Da?l#j6<F-Ay
zZ!LM1**Kv*JQmdYmT6`sJAU0DKLyg7a0#1U49~{&?LBFFPGYhPsb$@B2|hV0G_=z!
z{`Er{!Jz?XJD8auS%n}lwUd3w(Ofr^Wd~jWxN19Dx_iG5>0Fe6TP5XxeH@SZQV1Su
zIo?U^kEOD@w|SwzBvsL3)Mz^FRzVZKc@$|iT&%4`H(Yz^75{=B{I+<scIzv9ta<<W
zyMq|a1<!-4(%o=7)!ksr0&Y_ST~f~YdYA2{kSuv%CO&HRBeBO=;J(j=`P%5u)<~{G
z&Hl06)~6#U{!K7u1XJOiaXOX$Gd8K725)Sd3Pizah0Qv=H)4m#dmGQ%F~D8yVA9;+
zZZrGU2;Ty;cH>4Mh*Kmj@zfL9Fy~P;>2XD^)ken+ZuV%qWbaK>qEpFSHEHisNIAO9
zpq3--KVS0a#pNGsk-=67Fpg*FGa0Z}F#3^wb{qFYZp@cEJ~0T(52}C1D#i8khU;Ks
zV|(WcP=o#!9Yc2;O#|blAlymvt(fxw%ig8u;4-O8bwwYfF!#ZHIg}?Mf5Cojmofcy
z;xQuQvw*>Rvem=0lDMIsBWIUOIk#TE#IlPy@%5d)F-6VIZxWf)n(-#$-<<o9C!kSk
zp2V9`sD<|*>o_Iq?74aeh9HF%76pwZyouCajf9UGLZGel9mXE|^fEC>K)QnYHYitu
zp6@e$215<Vwnt@k=l+ZK%G~W_?$Ufc^2DM9VA;mda!Tm@UWQ$61cmjQQH=0_JZ8Y}
z%L89ROn`kz86Y773MI?3S5{&_jDRx6zg4|yCafK_r<GKG3g7G{a8RicJX<D)#z8G1
z<<bsz&J9X~^-!74-LioYflLk)`7MVQBPSoD1E$NNFe&3~y+vZiW7OIw3vlxtJ&y%D
z2HUTe-%*opb<++mRw9==UFE7V7Iu7#i8CjeC-;xsHJz#b*ozjX(l_hJm%G!;EuD|b
z52rx1UYb?1PR_d|LA`12VFIH-8W9t^jrjX)C#nKmP=OGV>Nd_P6Prun(uzm0(l1Ll
zVTpnmDh<e99vmFP>ef8w`N(-=ygs<VIaST+;zA+rKbfVS1US!wFPA>iW-IUp0JoZb
z!MU2Zj9Z(tQduq^JA0K_>(UF!I__6zF7L&wzIGa^nIpsnP$JDn&9A>H*B{@#>%_{b
z&J`bTCiE)5D3xTbE=Q>dmO6*Jli`?aC;spfFQ$12ibn8zL)?@Z%9ZE<U`b-k3*=--
zqRXHAdUm(0EY1fjyS~3Z4vGL8rgn5`*3IV&K6FY7NegnaXbNRmjE$^8u`IY?2)EO2
z1O1x?fqBZ!Bj(9+TKhzfZBW;8Hd4!7FKlB2=It&!v&|e*L1qlA(TZN3Qu4xQWtQT4
zS}4?X8ls+!giK7})Qwd=<Cxe@vx=u7_=OiVohF-Ry+RA5D4I_kzrTx!rraRMiCFZ9
z%x%>Jd>7E8(-FXM;rk%%Mql}h^RMx7^AdCHOErzWXU_XG4_g+*_$Mgga(~P<>mWCC
z%|iqI^;Ef=v1V!!RyMy6XxNtdn^LRhH(~s7N-`nx1w$w$yn&}hE3C3Cw@h{+yEzUL
zUuJo_qZ09p4SJ3^Gc@qdmMO}6xFnaWy8i48*o}w|{`%l=5^jztzy;C4TGSOzk~?q+
zte;$C0D+K`*WJ3t_*j?a&CEeCvIm}aE?YCZPMS8PDm-DU06Dz+pi%`%JZwiNBRw*#
z@2bm#zO6q#!?6Qpg|sH@Z1xo07k=(+<dR>ZZ;kpcF#nx3T#j!3;K+0LB$unMc|+!G
z+`DcZL9c{x*Z*L7n7!$TpP^RgX8RnNVw;fWq5nQsSJM5lbddrBmM)mbr4;U+GCn?#
zF<SoFM&)JaR&vBu15!XS^`+-i&9y4&u4yJh#0~~IW8>$}$ZT|2wy!~pV7!HA3H#dM
z(={BsLVX5V-Qx9vZZ8Fh*?}6b%vg#Qj=^36A48#|NcD@SZjtzpQE`YfmE_sX1#&-U
z24r#g?HFO({@WVAKe0gQxFO$@yII)!=i>p3p7=6Gz|io}YgZqnOA+zMo|poASHOen
z?TLuua}M@z)_npDV79e~Cyv-p`prQa5DyrbKetf7scvf0b3{=hTt|kJlws|8CNhh)
z6t=R9eK$ij*Ku$96;La53Mym%z5;v?00fmnE5sD6ZYozwxb-XZT*ug9F$}$llR?l`
z^X4#U&EwOsezoqL`HuU8=SOGB$JYsa(i`argY$yWxJlxE=6QkdVb71w9~inAfZbq3
zA1xh`&Hj0l`Lhi?4}m&{{gL|LjO%o7?qW;dm1Ca)Ri{KWBDld#GvTC#YayP^=`2J{
zSkso@Q-f~~h=db0O>QlXM>)04ifrH(%Bx|DOp(*2l<X}Zk^S}f2Xz{IZdCH;i^Gnp
z%J1#irkNe%SfO5TMTD|#E0Nq@1#vXUP0FD9wB9D`W#D~DjzkImrV{xFjuo3bAGlZo
zHi5Vx^}@6C#*^*?FioY3O}*0ilP&Ax)ecXwgPHoKhP5}zH78B9Uc@P17D!jaw!;We
zOo-{v9wWrSJ|VL~g0%ufHoHd%g^}U<|I-!(5-_mKPQyI=pqaxT$QRO$(KCD-gR?7k
zkPxKII2RhhfV}S4@JmF1faRvGr7%V6ED0|aw}{zI-Fu0J1QYj9Vq>Sf*)uI*xw@9B
zKFz*)^ZBE7lHNcXH+>0Y=ifRy7ahQ9I0ZP4gG%4m*Zy4Eq|_9@YJfXyG?iC1UhFi!
z(-*TGUGWJ$&&1L&xvrBP7r~Pk4J+xzXSg=m*KX1Zu}<{q^gQo0(Buv{s+%>HbU&?o
zLxAOo=CXk->fkSVwG%aUM6v7I+qoi^MzSGyaY$t#?%6V4=eIJv|G$KxA2$RPz?=>s
zJG8D4ED-x40$j>p0?k{SyPb0;37W?maG~o@O<&Js4PZ4PNAupmI7@AA5J@rFD|=a=
z(ufPah;(~6J*&I#8B?}Aa7Wee4ghWFt6v^KIgVNs%&&LJVaD4}q3R3y{DCiLY&qy~
zdh=-MUnsl*4Da6~%x>nlA^JD_gTO8bFo-(HPE&zA)+pTjRB`sjtU8mdhLx7upM9=H
z(ec`p&cA5MV7<P}cTlZl0IsXAt4^e0G0A$y{8MfL`OY(pQwtxAmYhPh>oBu9;`+f;
zj*kbwzecEG#nXG$Xo07?j%zYiBY@NzHOe%=u1h95x;N^jD0UT=#k!&<iuU`neRBoJ
zFT3f>P<!d<XlXub<dzMY4_i$ZZuyl6RuJ4F8gH4;NX2hVGKLs<k1d---z1Ae&6H!K
zg@g&+WdtO>L1(&Y<ZZ$H*47B9WV3?SHtkTF86;%n%0Z;D#|=$6pl01M61N+88)kX6
z*();FCR*3VIFoyIWL~r8SOizAsoYNYx~0;h2I~HQ#U=H(fS#on3NZ!9giCH^GGScY
zbjZp9Q~fa=TKNu4^Ng43Tdr1>eDvd-`1Lm7JE62Vb{-XtPnG&df$5NRanPXa#@yPW
zYx1W$RsXy0!eb&7?|%5A`P16R3E%5kI4L0S2)N^~oS``J^Gr`Ew>Lc7NU+p<a56VV
zD>UJ-EA`lINkpuUg;R)VXA0_xJRP8!NHQ*QLwfC<7v-vEk9iUI+?`M$8_su?>5}>M
z7C&o5XdD=F>LtH=Yb2_^r~YZYTj`&x2><SX{5dE1-nk)i4ZtS&$@*h?d71m)&NfW#
zwM1nwb>S-4!IH$+ll+zooR6<pu{NO52X<cdji~A8b|2tlk#Y*rQM`fqSO*&n_C)vq
zU|AZ7tJiX$n>$l6XHZjo@l(AD$>S8+q*Zdo{u6l(0V?Mb<{~_<du!zy_Qk_CE0TNx
z{k`S6Hl9bMpnL$N|5#%)XOr7%UY|NAQ3d<tC-O6F00Po)u7g;>z}b$LIy!%Z5vHPG
zAjK)j-<J6E>-?wV<4f~LinHDUQk(*zw936xU?)W@3mDbuSG%YpXI4DsWk5QlBH`J4
z?(XAPT&#H3LTpuO#vSRNO&svP-g=bvuBnQ!hVWzAxr3jGrhFm`;cZtZA^-ffsA~YR
zQHJXQ%R%ywbywX{w(9|r;};%pXx*)88PnEvOJszrwQxa1M^E-S_`ZRXvRJtQA@%<}
z+n;~A-}GDBnN%`GZW0i{FrXB3*_&=J>C#l#xb7}M&xXg_X*0{{(CRmOVS(73KQl?U
zTBua4N{lg&trUg|0YjqNdh79D=f(yzezIvR7x?`IBrZNj=a&<X?y`p5wZ$AAz{JB0
zV%|`D9Qy5`N|sS;zwQ}9M&az`=+9#dTO9zWa7OL*nr?vh@tBa~M&&**Oe8e-d-k_Q
zBQPjUB`UzyC&!I#{xLRcNwI?%?-*Gi;YK9Q&+&^)F8W2J)t`8qZ)`1F6i<Q%GZY^=
zGQ!tgnbO#=!YRBwL=Hc6J#<v+b4zvE>v44*SuYVf>h^!Z?+QQO4tfN>SPZ(g>Z*UY
zI_tK`z~%k`5lU!!=iLEfP<5wau&?k|31q%vRjX^c=5k#hTu+v7l<aX16232!3)0M3
z3jHV5$8Y1$=OiHXBr4FgM+1F1Q|yP2hpK=cPH}GJ(%&@4@&KE>Ud=xEH%p1~O|9~O
zokHjq0hIE%_7Y<N*9jZRv-W?lP5r-ihaNxh16KH5w<iISPKDO@sXR~a#RHF<w*n^u
zIEkcDqsLj?zs;9_*r}2gXbxQRWr$&T0xL>K62VTtH{VUu_Z}^fuRbIzbmH~^?-wn2
z{&!rJ*!bPu-ID-oAb`yEvv5TJ6TkPrc6EOHodFWFt??q9JMD6;O&FNyivVQ|kzz%U
z_Ddb0lN@6KDf^qo?iD&=s06?!2`p;qUs)WoprdZOOcS0e%;@t#Cp3=ZWK?ZN%ZJws
zHmSne!uC=0`U=bcOEcF}5f)@n?_?_)zwl5#0$}1YMJEni3;(zV@Y3$ih&c2>PCoSk
z<O8RDF?Ene5%Zs=-~4e=w1UWs{pidt#nbJXF}+7dm8V0Ztp*>yD4`RdTePHdI^7nT
zj9MBYNd5e0e+6FH_YUwdTx?izkMV&I`Lz^Ahb{qhjlc?aO7k`E+kmY}Efzcc=hyy<
z#X#5Ztp4Eg>Uf~~h{{{yiaxydVUa**b%Ej3L2Vs!Th7lyW&Cn^*(8m*)Af8wNhns=
zHKL(L{)Dw4e>!s^y$?#WJUd<&tW=ecXL54lVSCdn{5PM<sqYdyr?CFw4*twRq<|c!
zYMs^PyDeB#8hrIQjM;u(ZGbO3zObvMg*DG72{zHFTvCu(!%%gXsp=zr!4GhePnf-i
zZYoZz=Xxp51h!xrz-0a3LxG{sfPc{B_`Upe(;df9Pkuv=adXd|VzIlby%vgZqD9+H
zg1imMUpP<W&h^B?6k|(sCMHF{*_;S<^gg^<ouFvp>Z^I8=SIuJBgb5w<k?$OSou*C
zHR!|58vkMz%WOtb*yc#nxHErj*}bD9u~E`<w`J0JNvnF7(w<esQ1tUEJLkMRa?xcb
z8mTAEY0ReS;cA8^v~I;=vK(5Il%<kL5<W#RnguNf0JE8yyx(RsMY2{Iy4HzQc^kEP
z83eW%hqrgq0>XK{b_4MK<LFl+9>^C%qhm-kLEhWy&ui~mz3_T2vGsLag$RHv6}l`H
z7YVzJT4h&PN7N(d$AvzeTcx>JJKP_~!o=ufSVl|E0x3C4?Kah6q2Wrm@%p^SwHp*#
zciL5e1eUZok>5hQCwdFL8ebG<A*WEeDvd6UdTz-xM0C&8h}?+QYkK3TVn)k3b`YJe
zPBs54m5(I79CwoQ1_7*j+sN%SO9D+L{c~32h^mOeY(d^tah5tajiKz~JdvPE3l^$C
z$I>g=6!n!Zpzb`GtAK9IX1YhZ;^3PiZ8CAIC7g)3hUmoVAb4?j7Ma3np84G~1p%*I
zB&q+nsU}`$5je)m{8nybiTUOUAN$_I_~*ku_7zRPM-K19b4}$U!T`V?=p2e@e)^BQ
zTVx<>$IZUe0jKY7Q6oQ=tXhnK_s)(7k2Y2wc)f_H;ocqaXO!ac6qzom&L!vjsvht0
z-8;&^H$gv9KebH<^9=|$M%esiRkVQnaJ-qLQj5#GnCu9+67O-*8cS_id`DA5SXu>q
zV@zuCz!GIDla~DWczZlasIZx2uF8=3-MA8HH0=ZId+mF3Dwa}&lL;edwyXN<>ooJ0
zmxuPS+>va<bnSNKih?|@3%cs9*xHbN!vDO~Ki=<E;w>;@EMKjwwf@VlD7h41567Q@
zkHmkx!#K2r<%SD!!o}NhedUKE8@1<N%dtpm(~XRD-nCELm(iK$fW#GS=C(9S%7nD*
z_ZN>mQAs!DaVz)!$x`NSvAHV4y+NX^;<7zu8a!;B84>oqC-jU?W6B(_`c9Xe`KSK%
zSn){Di6ZychCFnvBQEXt;Us!ooVW&}Fj~Kt-f~Bt4vg(06<@JE5tm*KECLL|+=k-+
zW0_kR<+P%AUmE#bx||3{D82r{jv0mETWkEP^|-r0v{@ci`K|#4BIe!Cm@PQg@et{G
zRv)Gn*vU)RW}}sD<Xv35w<JZl^xAs*C;MZzC(@CTA1_0^8zU5}<J6Ko)loRWmSlHE
zWExJWa4#J%Wa<&s62(B_fKczVJ;j3kK$DY}%FUC}=7v{=AgpDn)ogdW@F-KF!7vP-
z7-1~@*qX{c*JBpT{RA*st%zpK^osb$+y8yC03$>NqFYs=dSYp>0a|9#6SUkfz5~EZ
zOr_%Eh><H{9KM6)dNm-`Sj|B~mxKDN4JD7t7;wJQN|U%atK%%Y`y3iK%ZX?A`5c;x
zIjG)~#(L!g%WXcl6{`Ol$*|IJ5f2y2HJYw?Ks2sWfD9xHV-u3a?%Gd3*;#z2Q5Rz%
zt6|;CUE#5vWc&F72x`<XmZ33`IJqrf@;^bC?)9|2Ax`<h`4@+{IXix-Sb$R`kqP6V
zNj>TIkujRKHyY!*5;oE?do$GVoiHwIK5=TOb`sLK?c1bd*QT;YcG*pft_bWerV_W?
z_(&0)=#iPZLv!>K_l0ZXX;uy0HVN`qg_sp;PIg$m!m0hROMGL^d8aCd9>fUWe|15Y
zo%Z6K^pce&j+@4yN3)>U{vnj&AMxbBycIYTOh7{IGd;b9@m!U>g&K$|FRnTzP%CEc
zd+yfB#HPY(Jwz?0JP#=4KB{7-40^<zbJI_+<mK{0A@}${{u(M9A+itX%rdv2YAnm?
zYI@M@%&@V4AkfHrbY+QZAZi6ep9?tu`W210UM&0(4-$Yb&)HOCl?5*=A=MYkMG8H2
zUYf1CTeAFIAWWI|i%`A!#@;s*ixQy+a`^f&Q!=RSj{!1NF6L_?Ac2El<T-|s46~ML
z@UAKqJ$L+dY!tqRWSV^G?AH~g5f-nr=9sB^wVaRk7iTu|AYpkFY+eXD$eirzDo@S7
z84D(Jq*8H|+^6|p#}@seg27`qJDDL73V6qu3jb$s(I13>d)s^q;vtVhqMtFrN4}KU
z?Y(Ai>CIJlv6$^Kx5>iM8~Ju`CQ4qzqVvUK^}FfGiX+K~xnyX5f$bRip+75W4fMG}
zggiUvi4q=8bk5D3w+B^M$<?Xp-$hVn%=V4$yxLsHgQ`(Y=Psx&=)nqgOxl-Y7xii}
zAIFOOuRX9+X?kk#gqn51?YiIhUBAiCN~7<3sa){GnBjK#BOEfmYkmC$<E}6O@W+!a
zFrGEgZ-jFu>$p({>2fVLYHhF0%y^erV62ghNUL6y{hXa&VV6aKE}ze}x4U~q@wGj0
z^*$C<ZX9&HU$Dn(wd;5H0A`{lGJCji%N#c_GS#CqSxo8Je*kX^ih)6jWr51Xn&Y2u
z5xCqS_}FXwK0Bhm`YZ(vqJFf(pn)^No6VqErE^`vYY@uu%8VLbaZaE~@ynEuvhs7&
zCEQ@H+icz)ZXJs?)U31H7e57@BvwyzI3Y)x%Sl@0NM;!0d4cfNL4Gaqa6cPFZGl&D
zd1#Of-`q}KR;R=5o`=K(GGVJl%oD*C`+*9Og8G;Imp<Knk*}gV&%bdiak6-+gzE)p
zYwXRuUDS$Fv>0LiR{518JBccuVcZ__ZJHh4vk1!MkJgi5xu7ZEB%~IX$9mQ~s@yAw
zIHMj<e!cwkFJ23zu_y(UprBy)b%6c&cb#<STeJbbX+TPw!Xg|HBL`z1Y5^f%f28^G
zxtwKh)6^%MH8hk=$jn@q_Vf3+$Ce9BmhjGtXGR(#`{}3P{Uyr?of$tNeI2J>7bgnM
z!}c8$5-_18zm4{f3kA^VM$<~N^H72V=%rqHmK9f*a$w?#^Z9<gM6EF$EU2-q)LPBT
zF<ya29M3Jy`vp{joul9ft%x4@p`${u@#nZK0Y;A&C^c`!lV^si*w9CJOPXzIoJVx{
zRDp;X-cV<*-Htnp8>PBV9b8Z#A6urkCl^N^UC(KEAXV^wLLmtpYObH6?;lTd<Q<-d
z3?osquGnj+GQzWsu^D!pJ{7PI97p0y#C)<-3t7UsT`efxQ%j@`8Hk_NWdXGhho-L#
z5+saevBHPQdCX%PQxLC>&~`gnU?6|XVaWT`HAC~C&EB%r6Fh?H!amk9$)V<7ENOO5
zKiI8dUVI`lr2*v*1Y|)IjKr4oxUNtcb{exfPOYz!h>~VA+(Rad=8}9^DUgVT;JipT
z&@cM`_1;$rqPn`zF0b91nwnk|T5RB8IMM(y&BFVX3*)&2xev7$R>S#6$CeaLZjPeK
zp5DrzJNvAiJd*jz%pV6?ugk=NPb4gKyu8%5Nt|y~8jD<!An^o=y|lnxH%bNz+*N<F
z{^bxGExAj?yZ;gw0ufC*4xSlHF%XDmfH~OKCcW>SUB_e>gJhGSKAPdy4BrM5*}gic
zHO({Gkq&>M+A=HjiLsMo*~(LI7tVR0P36;h%$%M2OeeaiJR`(;o{k-}6EDVsc%n`^
z9v9y%_>ih6OX>V%#m6h;fK%55`58(lF?Dj^C&`et0)T3jlztyWM9T_{Yb<gfR$2<Z
zojpmHsPiaOZWw!_(|CnZVSEtq-aOIdNDnq)F<h{_%7ocJi~0VFaBRdfeZam~KmHK+
z@<cXkosjmn$mc&5ZvXhXl5i`gc{ZjK<f!*!O~wdVru1$F@^H6{AHb76+!FVK-S{UU
z*efn3b_K|OOioU&tgHa!lHrm^fHaEk(Pd0r+?yJ;5<?;D2xzPcN3nN@hH_8bo>F6f
zg0fj5Z?aaXUaiByCyNCknMQM)bOiN6;#?fjR#aQLyMdH<gK7Jq*Ine^bS2XV8zso0
z{wt{*vE3=u`rRezH;Fz%wJmv7xiYG6=$j<r7@@HYg+2}{v$*zosN6l*(+cJuImCSY
z>e6#>ST2LsH+(#>iY!$31$whit@nf<rPRaS`9`h}`jL0c_?#~ZXpuJTd&ThjK+VWF
z(x8*Mo`b5o3^uO@b-zQL`iSHz)AoqVyGT2un*Ef;7madQVk!ke&@jdfo0n-dP?BI2
z2R-w0wq)E)m&oCX`^x1T8iNtAxBY9z1pNi0ay`>*^Gn(RohsYCZ@_=Nt&cq7Me}x%
zEf>m}l>;xbkinCi^_$uh%^Y826|)`}!RO@zC^fz=^N-BN)^MlG=Nu+ovQ^;fzCO}%
zr${DVtFWY%(qPya6jYbB(=m|!X1qY{L$uSF?#4n}3_t}L23Ap1%@R2H@RkUV$hs*4
z0`&4mU;0QqrN1Wqlbid5l0jt}7@bcBwY0pPnURq$;^PgFh5_99#NJZDB0#|+NO<qw
zy;DFRMqFH+^5si_{!^a=9y+(tmCdLAtypi#>4drWoSD0as9RX4am@x`xlO+=CnTEg
z4)x*kUT?>UEze$w5;v-0=^|)X2}l_rkRZLd=(Cs|J&{*`lP^2Ab+-CxC)X}OlG=P|
zr*jvs6{3Jf5HAH`-|p)mA-~S&F}HTBZd6fuH>u*i(jzi>;baKwn!l_5?b&65LFg0k
z0Nhz7(&wyPM#kjz6OFuKWb4u|y8D#W=SfX-B154QUkk)ih^45i1>`*uePD$%3(Y2x
zleqnty=-4pISNV_+<QKWcTy~`O^|&+)9jPD7$BAa#mH30J6w0s%zDRi$m-;*R#HM0
zjudS@_t#W#F#W!!Ycat4E*bkT#>i2@Je~opB*u)^o-SilkcnoU=@5f+O&V4qs%~|$
zQPUHn5Oc{43d3z_0>pylNvFen7L=zZ&rgx0srdGJ+IK{{cb};pweP`S?iixvNT8ry
zZRQ(H6hN<*MFAx8omYeRe1KveM87|xBvR)Nl&to%1@bw0{1g>pRsGEh+$DrnZ;9T-
z_4GXu>OJ>Wh;0t@sPLLJ3XFYL&Br?+WeKMsad-R{-{=f6_!Jcc_EEvSPkhpvDQJbG
z?<Hrf*AmBRGHFGUl+m_t($hGM1+iMN+iWXN%PYC=lN@}hh@z``M)^=8F~@T|IM(iR
zG^B{(rHfZbgM9@49f%IG<z{v;ci34TtZ*HbyYwqcs6-L$Y2jxt!-F2LVuypihYiCz
zZr}5&m9PHLRh8jQOaeP#921-_dAR&YG>#UFCYmaCSir-H{d;r4LDvkSIqg+%f2Twp
z=~j!0d~CB|UE4=OLP$(DdmsB{?yNwukA)+fefcr9*Mdm75umTd#Yy8e3@?vIs03KK
zKIa#-j{Ih@^>kgM^ptUgF~u8e>Vhy^Aj#W7Or!c!jcCJILW~2JbtC2<m+L<l!`;+q
zR9<x$;Ug>cqMEV7u-8SJg_?!e$d+q>!MPC-n&}87LhdbG1KiTh!2JVYrUr2F15jv*
zc;G`oW8wJt*mka-n-7!pv9GTXMmMvhUFFHnOl(TT?2VLgvalBl_yhj_{(zDWAu+KG
zw!NCFD!__O<~UP7w3*gu#4tniSbBcmALm!MRpeaFL36O}ncT_GuK>Te(HEj4gOh&G
zTRD5aJZnG5Sx@%SAs783`j3O7x&u`;NXkWK<vmb`Ts##qU}9(GN@Z$ZZQB);VgOu2
zo?c^)*sUC|;+_cxaD#zK99iZp_9qh+3VhHZTOEHtXwnL*V1v0exP#yNv&rh%t~dlw
z#*%y|edQ^&=lGyhK4%{{;A`^w{getV%+=v{MRm-}qi*J-?;MQ_v}*?1m@nUeV%Xp#
zjry?ODA=Z&K*5Jl2n74f;2z_p{-v{nHBZQxPbWYomdV&(nX9_@KArV_=bg=vkW6S|
zPHF!6IZ4fe^Iq*B*M0oTlqY!4<TV+pm!4d($$Jt5PBg@J`BD#1kI{8RbgyPX@6^y0
zNi@^dxyuJk&;<)Ur4IU?3)NtDKa>JKHtqF7+6qyfmtE>3^b=r8d;3z3zC0TozrIL&
zBmV)w+yEM=#pA6BC_r8f`~uV?Z2)ep<IOQSKxeJ?!{Wu+(fSe^+Pz8jx1{IfHBak?
zHNR_@IV?*$ZoLrvxDU{7Yn2#MFAC^rf|-i93S<`GDmECBG0izgXT*u|3np#ts>l=O
zHoH+;$}!1C$TS-~bYU(qyb|9Kt!qHbzARTu<TQerF>@B99e>p*M7BM$vkby<sfSnp
z3-8918%LptZ`1qSFA@W&=#ex|kmMd5g_QLcN@-M{u>nsqYrwK_!pV#lcTxwdj46G=
zO1XE|UiI-WRki}{E^hnNDwo+F45iUXAFF;ATA2{Oz~?fH*V-i2^+FBhG{LBGX(_MG
z2F@*xv-o+<%8GAvO1MB{p103y$}+mA?~!oo50M7MQJmBAWH0?8#LfW*w$Ms+wvgD%
zIkM9`;2H^}vELf>i^Ak|OEO>^`B1yI+O}rnm?%@56Pf;|>B&IYMlK3`MggzrVD23{
zFwx~*Ab`1rVsOrX`fJ@$e(UU*e(EBK>RFwqVd_J4SAuR=m=v}F9v+^Fv9TdQKLrSI
z09vvJfLQ>peSqI?9$?+S5x6PVmq|bX9P;c~l>0y@%7(5q$SX=OZ1z1Ma{(x~Gu9nP
zJm(Wbcf)Ony;hIDmmW78(>60Ys;>HZ%b44XNVueJ%s5{dwdhbSMnA7rSejEZqd6aG
z14d+%zR*md=ZghDbC!P0aG==jQ_$R=EgdJd9?q`sO5NQe&3`g?J9O;rbT>}g)FqM*
zx~qrjhvy__JK4(<kQgEy>00=`yXREM4004JT#$JE5Uw08lzgW5;$kPz##Ef(eZ|XE
zl3YcLV`(-2FLCCKsFjX^j-(7u>vpZ`)q+j@vF2JT?H_6+P1yo^CX&%Ed}o)&Brm;6
zy6$+H-6bQOkPA7aLi2>}3fpXPfTk#3kLy3F4`YnIYVXWg%3^&~!j{kuTfj<b_`sL0
z*D%($B-MTwkJrt?f>WU2E%Zf##B)w~<_fl%CK)zg$ECQxei6K)hq<?(uLY*7W8Lf0
zT4V~Z{{j7XYwy2|=ExKko)!5WO}apTWMl-0hkJko0V5L=6BX5GCWs55<q}J)L<%tY
zgN?j_8E79M0s>s4#EpYiKLRa79s+U+PlW%hF_i|bMkOHs__AgmP~esRrD*Ji+Z=l@
z9piv1g7*GS49R$Jwm=WBtg0&RWy1*|5w&`Hzf%z>>KJ#5gCR-&?CNJ9-$i!$$$+Ze
zB44@QbnacyWwj1)a1hVR9TLh>xpK&8;yy&#QJ>^?eM(3H#OT+!0RD<mfqTWS&I45U
zhowgkjZGvAq;rpR;$4%q<n%a`z_TMh4eaVGI@$+u5JbK%le?M0ofL07eKVf=crcm6
zr<&Jat0*-@xDHh@r%R%{qqFKuKqwPRS4~s9B5-h9<7w07loujT%vKAl`WGixZgZC{
zaem&b!#Ei(GYa@}5lSW@Y^PK+3SIU%-kWuGh`d@ZBa79(gzZSk+`G-FF_wW!rxaYD
z8(CI8UbMr|m(s*%3Zt#}<kT1@i*kU6T5Yeg_KjshX=>;=C6AkQY}S}#!KAo98-j~e
zf4u&4PWw-1c8Un_CvbH1Yh1tD+S;I?d*zD1{O>*j`qU0r7XZm@BpJW+djK3YQ)5r-
zA_-^?(QIM=5&D#U-+0_u%5+#UrYP1$K&Bt*bB**dg)5fJ7`=c0{^Q42SW7($vc2{O
zEbtM@63g|@u`B%DI&poO_>PjFVT^bS>zi3|WS(BJNKgv3m!(voBe#XkLd7Ak#@8d7
zVzCH_4^X)XB%j%jjj+hS9l<D2P9a!|5gG{XU{3nP2;v)oagheC<~C+287e-W(m|#2
zIGT~zi2<<VzNYUlET_xfnN7wBtERd|-<M!c179%h>|0PzLFunK;URQfio!gpGrB6D
z6ud-A(eUsY3KVMJ^5YQ32wx=;Xmmnq%Da+jooa1VYuznKjou}RZhah!<NyV~4wNr*
zz9?r)x{|~n__Bc??1n7Swz?|&@bNZpjyelcbI-Zprl_OiWK6a=N-6&aTEk4r$p0z#
z*H*$VR-*?pf+<XLGtqG`?iC)!HfvN9;5!(nfDC6=R#sF9MY$MxKB+qj0S9hTimG?Y
zKa%Hf-^a$DZt=MW>WrR{Pg&FV9^DiD@dce~I+JXLkW%BFsZT#1tzs&maRCVZ*4Qu5
zV0y6{HU@=-W%0r(ucsXAvXsEy-i;1tie@|cyiBy{NuIG*lv-7*uGX2@F7u}mNHoA2
z7X)GzG5Zc(K>H<nMj#U6BV!NhBtgGae<3exmpI0Ezfv0^rfi!Fs{V!dMO4LXwj=>5
z#c7$0yu%8olo?>QUJo$pr`C@cn~u)e-e_gUp||my5D3mCZn><vlX56)mSfrC2!5t9
z<W|Q<p&^nwV3(Emom<1IN$kE1nU5NOJajuSDc-C+Epl!s*kDOD5wUtq(CIqVzd+2}
za^)M#BBaicHvWa#df<x_M}hLhK!(Aifl8aTos}0tQ}H^{2;y)X?@$f}Ya>>>o{r<)
zG~NyprC^J{`as|l@~w2Q)5XA*30vUYyCy1rqkLTICkk|*9W@=LqS9Kr3w*PTgGO;~
zL}9YNN3PsA#eo7siaSdkp;XS~AhP^DN&#ea(DQ%VK_>Uc4!qB%BopFB4C@?M0TrmM
z`je>&3sVIHJGi2%w_FBjtA#1`-LYcY?%Y~2>Gq&zoL*mtW-%`PKvb>$Ev<2CHST+j
zP^kWMI{5kiOoI*d^bCwhu*eY~Yt)8?%mqP<4wUq*q$5T@_uIBnG4)Q5IL4$L8e?e8
zCF%Ppcu;!My4V}pO-U|3&=!FGWCpMnayeFlyl)<xVk^;nl*p*n)xT0-s%WQ)Hz%H;
znJ|4gB;{2CLdKvLk@7=Q(FE%LQ$33{_7rfrC1h>Stg^L7KS_R3Z1Z!&cNcys!s{iP
z46J;oLBU*SL2rq~Ky`~<<q*CtuABRYbw7Z#U2k8jp&O}WgCETVWkKIZ{N=m<dWCL!
z%!x7@^YHKxP%Ih3ySJiGJ|jccq+w)bWhEvi=IqR+!w?nsB)V6)-0>GshIPxPQvr-^
z$mr2X)5m|L3ViaEgW*Sxq0uA&!>qNby|AkK`Nl9M{~Bd{wW-<M%8IG#kdzo`3pn;h
z^n=j|c+JKV!F8n`^|TQ)<3hO1Yw^B{E#6*?hDEquk1^2f(V0nSwow^RZDTxoY0c=^
zCs!bRZ_+tzrBcT|wGp?sNVON*@|^`TENQ>9C=(f{%6+km29~!Zjm4zEX{G<8WZu2}
zPRG#&SVCe9t1}#v({ghT715bm+|y{$IodZJja}Zx&$+8D5QL~OVJP#+f*+BO1du$?
zJ7DjK!qj8s{?fbICF1$B-0NZl&jbSUuL39?cek{{6bdV%Laf>os?AH--od~~t*7?C
za+Jm*rCEB_^He3ycVZtLs75?oo(oeIAWP=4SxXzuY@aNmH#=j5b6!(t<(8i@_nw*@
zD{>OOod5D)2^&b`fw%w}gz|{r;G{CShYT6~R+BGn&lBlnQ9>*#%r~a(!sTJKSkC~f
zNH2Z3zPbb?dZQ737(V~BLPy0-8d#B}bn#S57o_kwYVtgbG2NvC(Xx{@iIeG=fj=MW
zpgKQ9WJRif8?ZLkcNl5v(T9JPc;&1x8k<|zn9OvkR0T|Vcr+384B^6*-?@9OU`TVU
zn$Kx$aJ2=>LJN-9fd$^bgsd~^79S^SeYz;@Tf^w_mtT;_e%86mpIdM=V4HKllbbGI
zthp~tCIP<A=@UpqsT@#mTUK5y<#kSCKmLVb(v}hYK8B&BuTuzrjya5L8Ah}%{MnSK
z*6%L06IJk4%gja>%fWk9XwUQFl8>gv+y$bA)J#$D+6DQ^m?s^}K5(n=z5()s_oXhO
zd#VGxZ`0;U1{>VzGh-M@EgaAGC$<q!MqE-_Z&tg1ou?uV>xey6U>L`Gx)k7q=nMyJ
z!3^g-|CcRDa2?j}D;l~>N9}v4yT|Oa{BQeGl)UEV#$Wwv5UhtjrHGP_e=PG@Izn{!
zA?`_ZZ}a4&HZFTqykJkSAJrixwYRB^67EIxE%bjxp_S^4e?%dyQ$Y7qoTE7}kFGqM
zNoHO~SBh|gddt<^GEf+$*Ci7pT+Xu)!V@qRLzk4{_~W2|srV-&CkerE-ms7DhnR!=
zJe03WDZo#A<EnD>@d#YZ*x}1vylp@Zsmv{*9eD@p@w=-Qme!5pv_4{W=!0v~lr_NU
zZ`vQF;pt`O;fLGJtF}D;1Z(n*PhSHQnAwt-3JyLS6Vn?w-u?9%9K;i>D2wq3^>bHS
z54%j^tr|OdA>v;h2?&*RFXTQ8j)@U>Ny2&gRyyJPy3=e5feFD&xJmu@xWo4?)A|be
z0a;2!6|GM>Vr;Lz>v4^hO1|`%yB{kYSlbq6MFUkuA}#E1B^8{BB@ZL=jv!9aMPUrT
zjtokxQiQORLqxa|ajIlcaV=ITCQqy<lqm}tVIHUsER89>p8jHhq_OS(Uz4`s%^3T>
zODZQXhGPsO8c^h-jN<Z}B?m;T05J~U;HT0<qMPU4OMcPO(OJEb7(P_KKY&JQ>9<>T
zMH_ePI=aIp(S>o#WA!4lc7R3me|U)<ZJkU-r8Dgr%poC5DOc_lf8)#Z6f@%0HK8-d
z@-tS2<D-EqLs@aLmq;6c7{o~&BmUrHG;2jVb@1)Hwj%KUcz71c$QRaihG_MqV(fgQ
z)(AZf^*Ds3A+uf2myi&KWvHIoQOv<^hq!7*zK@{i!QfMnc8X7u??z3634dN5&mub9
zAGO<G?<|zo*#F~pQb#roPRRVPu6rD-=SGI*G@GGwV+|M$-UX>YZ5v~R3$0Pko9BKw
zll7vwQ;Mt1sSKNxduE5hw|1Xp%!VJkH;N;as#Hk$iL#dgHwu+Np@dX7CK9nwAufO-
zGg(y}g4l{a=_Oqf%mc-|d=WBe@0pLIH<d8+O_fF#^?V7N^F-r<>81@=Iu^7tUu$k&
zn`|McOTy_{m%F#rWgdYK`Ekm>bHYT%f^_lAf|?tNeeMQwPJ4QNiAc?}qLjUmpw!D)
zv}OGz;=ef7kA#~MUVd=(bD5i*LyRHwxZD4;mnkJ1%N`{=TJVK*FqzC{xBvH-(y+UN
zKz#JLH{?cKHz)l=%1$WeAi9XN$EQ@fjJb|crXL*6O0q74a!y`noH=mhA3FycV#&ni
zsGiNiRk+X?Vi-G{X#zFFsRUI*(zhi@_0VYy$bhM^cW`T*%{Xu0q)z5FC*szMO%mu!
zS(J0<DybQ8XKQZA9B>|gW!)q7rBsf1v+q{8jCpmeaN5Z+HV=cU`ZE`P?&Wc3dwy>f
zby6=~<BQID?IZcel-(=Y9y>w3HgU=8a$a?&febLSOmdzI?<`ZSA%6W)TGkPdTmlQj
z`7c=e-Q0`w&fY;&@pj?ws8;7a7oEasoJsNEy>cg0FDw!|0kSu>g`{`eWf^ThE|ZGY
zlUz;Q4VE!!6j9HYu{o{3g)U5oE6~$JuV5s{aFH}mvvOWAIQG{3`j(s~%WXM`z}3>|
z9sTe;3R#!KWZ|@(=Fe|rAk20u&*qeEtbWi?#}S|_>fjxWKz>60Qk41W<CAwhL0o$k
z0c{kPbi&+EzH^v>w+*LJz9Tc3?OOH9N)Hm0UJ@0Nt|R+LTWv!xta%wQ(3P5mg(sB{
z)UaR5&WctR)lFj;Nm#{W?!{3ceR&YLkVt>4_akUORI+2W(Nrlr<70_cm;eDSfowK}
zL@$Z?g}UbTMdKOHuhDOX{2!_;SA4jFfX}|x!ND?;5vTFxIUA8Y%%~W!_H?-hhojQ<
zi?YsZa&3qYu}Hh%h`oF_Le<cFvh_&KdiXV@e9hEJLzBif(MLQH(L*PZjn>efr9DN%
zWnYbCfTDU=vfcMWo;*(vh_({*wj0D0jB6`|MogH;3OJ$=U47GFV>zrFNXu~ofAYr-
zP8#RzS&=h7D%01T^}=d~cKh$Vab60rtl5VG&CVldZ%#X~sH}$V&nK^Y>8<3zj@GUw
zEO=wrC8{b4WcggqpBd$6ZFj5q6KgcgV(Y%GS<oJ|X}L^#rhP6AQDwf(davYuvC1%>
z?X10%XCGZHNy-)39-kr#+j+sRe@Y^ER4`@Y=Tmmzn%lP2a_6y^_H|54SC;(EY&BL$
z(Dsy?>N|X7c@06BEfweOec{pXC0}>O!dsJC^mG4ry*M{a6mm~VWfYjLJ0dGzkzi~y
zMjd5EBB07M7X9ba<D#Tly^nxoMoxsWArSFqXXUkpCxSVtY42gKEK0iaz{&#>f+$G+
zvH(|OU|q;RPftE8@;q!;@VCBSj>~^9is<b98bJ^9ba!vKDIQ-nZm?-E*<C}hAlv2Y
zm5NL4@`Hh7DlgNHVYSQx$EJ89>(etoB6DLjTf`Y$A*AeeT$}YzcJK7KfQvo^hqQ1H
ziw-^Ou0c%<#YU#Oa0OW+#)BNl!1fCjnAG#Um&cvkJ`@IvnGZ#ThjZx!q{}g^(@IK0
z1<Sc$pGQmzoEkX_hVHgki$t@i$u~B@S{O>~`illf3)eXHFZ0wCBMaWp632POLTS0O
z{e>kuqI0vLqH;QlDChdxuZ!}9C^^a9sgH-jAK;eKwN2mkBn*WhS07`ups$PBoU~-7
zgP*J>O(lSzdA{Kq`=pdDq&+*H*dEiDCwjc=q}WuAcw#WUH6n60@wVOYuw|-892z&^
zg*u&?%ioj-fE_rod*tV|Uey=4K#gdX$ZI>g>AF4rGoy$H^C*PqFTRN;^_ZM7i%*Pq
z=<dBq<sURMWD{ikMn3>27B$5Bz-v+sc?GmtI+Hvt-kq0sdInw?LL6DI4}9T;4-GsB
zQ#uKP@?$eeFYCQ_*VC@rCDFb-@V%fwZkKLmpP^pvq-gAf!O5vvcR7ux@}oZTM5=TN
zHPkYf`ZO(l;eQDlw%P-m$?5@%>gCHbeiVDe0&?_%O_#a$g6FTkgg)Wwc~|p@m2{>)
z17M}zow5t~aJ!Xh)re+7tkb1BDw6sucD3&J1uvGaM<Y*Pi;w{W@pDYO7DTG}NRA{X
znGXI?<#X2hj9IHN5tDLRlX1y{a6X<*kwzY~!<XFkiiR%R^LpdF+)LxF)R3COws;u)
zTx-9bp6Kj#0hKsvHF$4iH4>j1JVG2(jv^wON}v{r(*Y1<lH0_}(ORD*^JRUwOn2u=
z>|>@Fc`0|{b;oKK1)N}JKE4zq8EUTxhX5JfDBk62q-mkLOyxyXQy|r&iB6-lVi1<e
z6P6@e&|*O|rMbN@h?lA7RK?bP`)KR6b<2y{Mh<&b`bZQWSn(~9)PSY}gk~kTQ@@Bb
z30%M9?!zNU{&uB1+61h><iZC?qo(1sd<JgD&*)&#Fmt!YIPelHSHFLo+FvT2KQ0L#
zSd%>P3N6-QpgfJzLmvbqo+ORZ&U^t8En2ltUdT$SFht^-H8FtVkC}eRsntR_mFP4A
zc>LBg`e_WXay!*IbDX|BQjv{}Az;urVbJSOn<#Bm?=rh<!Si+rEk7&LnP;(PFZm$h
zd3H){VMyFbfqtEF-BQ3$3ssHH3Weuy%$ct_>Rh>$)_BbCe?Y9~hPckZ1yQTS()2gB
zhCaz_YxX}^UyJ;rTI-Qes9jgC1%KHXpoVh`Xw-}!*~!Hjn}f3GTjlr@mIttQ3R@oc
zdc-ptD))4lB0xP?VeuZe*kw;A*i8s*Fy5b5mY<B0m=lJY3CCK(q(UT@SqI+#)UfAh
z0tOAwSV}|8gyt~cX)Sh&-z`0hH-$+lZr{>MOzIOSsjI%Nb}9>Up6l0()I{CxK~DJS
zs%g{9L33xD-ovru=L_X?)IHmyZUX><C^OG7IJh}aGIw_hNcZsdPKW!*@+0HZnWD>Q
zhCWV|@DU>G=?%FcpHM<eGPb;DBE$evsUUYq@T}~~QI!<IZh23Aye8<&N9?~0s&1Nk
zQIx>2if^eskm8pkx?&OnZb5N&P%P6N9~SW8lhJ@&<JUL|!O*986unKdNQnt5w@u3M
zE~B`6CU3%fLwS?DS!kBM-vU~+!ZUSclP%9mZpn<s9Ar1{-}UDe;V{tT=sN>%@Q-~d
z+0p(y(<g6Oa6SKO_{o%KPvn!3;~5es3rnqonApzYGHBkXu?z5A3`;@ZptKsqhHUD`
z$g7%dko;9nTy~1Q;3>>e+agX`1hq)H90H-D{7&`}s;y@(7=i2$$%=el6yC%!QG#1y
z8JqrWo_ykc3$v0vv;eA^Ec1O{1|qOm!j_H(41+ygJZS1-!6dHzh~70ac@ZV|+T~D9
z!;81Nx`EzcRebwb#&c;O#U)HP%N7w<-=^e%s+G2Hdf#o{R4J861~LFtB{lE2{kfY8
z%nPjHgw!Kh;Zu`I3LoxQ8w4w$<XKG`Z~yOSj-X@%6hj#_3bq$o798q7r;C!W-ylBi
zf(Xff$)YQ!Ac$!w_z<T{2i|0HE8zUnmUN5j9QE`uy$2{eXwzhzg-7S;x`vtxY1JLu
zTGl!ovi$tIhIi_*jxm-GsF8WF-9jVMEjiezCLmE%Y=yVGhpIon+c9t)_nlC?Md_Cx
zEv}i}%E(kt3&LWR6lF9}QJBcUa3?iN7{{%4OzAUwn{dp^`;3xe(k;CXf1{*MMNFNE
zib)^-OSc&V{={g0IajIVE7W#|Z^E7oM6>1V`{;sZ6HWb)ZmN7dSD7O~wtz)02O!`=
zjM}`QJ9@npBYfGKoJg|Od9F#%1b<V_#&kYxaUUvW<-F<PmqhD@x^r}jJ>vFy>09{p
zWHwzIJ7b{_sAoEgn-4MBR+eU!(q!;}Q#X6cH%Y**V?T%Mol=V`L$)eh6Vy+vV)2HP
z5=D>XIB4Cq7qOn%zdTG2P{*z&<+6_vhSBPIVkOOIOi!k4iP)=YpkRF$gw&US?%-D{
z162hAtBNI@hJB{oAllz#sVArF5TDuE+3u1YVblht6dVtQhNcHx-YNoKPW$?9-FxK*
z>+1LCXF(iZx!i9~!)MEj^wDa0xFg_lymtgIJs4RpK3hdJ<#EkBQ_t&6HSmMyyF<@e
zyiF;*q;VRmeLCFmZr?d|gHIYRZ2lNl^Pc{2;T?9sNpHVv*lhYyzxfg-Z}nc#$7(XX
zeQVuY$ou^QX_`Q_{X}bt$HKSeT<C)HMe$c~=cCCDoux$z=c-uwobT-L5bjVdT^I9_
zr+!z7Jbc@lLnyK<lA)HnLN9Kk)7)X1@jB4?WT1wo;JFbn$7t@u?XFy6x6=6HqW<{G
zrhjEmYq!aC9ZxTS+98VOq-Sa;)Lj1Qc*)(mHhyPw*1)%RnXe6GCoiqF;9bX3DoKO-
zh6e9&{WBLrW@cKr(y-~R73%C79s0d}k^YE8+I8f26g&m1{Vrlt(e5ewsP$0Z^&OUZ
z*F(jRAqK3}hOCFDmJeG#S2{rL*olU!NWPUl*L`R=ypq|TXpaX>PF$Yo$ATUNjQkaF
zERP9;!8UySc6WAcQEGsXtrGwps79y2bnzdg=q%9)GaSjIlL^rUN7LK98u8GR)leff
zYf4_1<E;CI-MDcT9D1KP?x(H+yNFzV;s*NU$8DcCW!tawG{;Xjt;REiiE<qV7pXCE
z%svT&;8z|tl@CjuRKHIA?>YIk4|wi#?~tKZ8*JcOPxD;(4jK_bcOWoWrWrBXzTOLh
z6r1b%uj5t}W9bZq(VJvpdmbKD^e24nZ~F>7B^qN3X#t48guY2Gd#S0+qG+m+wMCY%
zqjuR9X_m07ezo2wck#(GcSD#T>wn|OnH;c!bCtYz!KF*(b!J)3u6fUtB}yr_x&NL1
zdJtku&3c4egQL!3LLs_Z-v(Hm+R~?WeJ-=z`kDYARW1z5Z*EwaIz+ED$sMkY^F0|T
za1FpYZdHG`kPWpx{XguzWn5L;_69770+LFpNJt|H(!D{D29fTNMmm+)go1!{cOyu5
zr=WBr-O?eQn|kLy_uTWpC-(ilpWfg5;eK+tS!>O?<{V?pF~@kGF^g_z_I*70dxnk&
zfP7*^gxscIgV++!){j&J+zvdjVmP-XyVA<K7I#!}H^{}y$U84dPDQg&tamrWIjped
zko8(>NTlG%`)Dv?it;a&+sE0uw)sA3eeonOh|heA882J(dHY`>Ma^FDHg=a%&3Qn4
zF@_T2b|0CE7F7RP&SL*nH8Q-CKVG`pd_}_0M6#wRCAl*|o52s>Ut-(w9^Au3#)n0>
zK3%=>kwIP^dQsHr#ETwZQRI0%(}=W;d2J!2liR*xgKsh!LtOAz0rSK{Dc7(Bsm4x0
z$o528Hded{9<I%O@SWIf1Z!w0kAwkCTSVr=Q@*hBiiA4%&o34}JbAUVnMYsAAJX^~
zaDfROCyvV(G+iQxvR^0-a(3&EbK5$pbND_~6SL71c`Nc<cTgoD`3p&|^%~~i;|qyG
zHa5E_a~@=bgvQ%9>T!@vz_70dmVJbXG`j<d+cHTIe=1D{jZBw0|9+xiIrkVe$>lgf
zI3h<_@gx`L6ModkTi<K8o@qPkO%}_}NZn7Lr08|8P1(+E{Z{?=Sp~onHelK8KdK9p
zJq~q+uSWg6F@2Hs-A&KR^s*b@OUajuW#_nxY~db+?EyjmEa@0DoH>JiNH0+++f}e#
zZhl-tp?$M!Pb@7+fcK}stux^;*GjG38$2nCy|^wYf0bR}>^H*av?z=CgO5-aXpoiK
zuJI<jr1g8|B#0B$+G&lsT>9`9_YKP*zYI`u?vtW^uoBag730&Wdoi5T&rC9;%Y-U-
zyIn7Vi#A@t@id71GRb{+tw3UW<t4lA+LOPI>6);JNDQ;?)tIiwS7hWuDj-Es#&`x^
zLVfTU=``-sztT<q2yq9~q>jAFQ!RQ)n6r0s^0vG&O%S)kAAlJX*A~ifZ3KW&6mn(X
zzx&q~|NX+y=x8y0$o}r}@yFXJT9VBwl4O#o7Z(>&iva(zlp_QVl*q`)u-_-~$z-N=
zIb}rjp7~g~sj=4?$V<c+f3iN+2<1!qxF`oUxYoA-m@7KM`ZjRf23t-3sz!gXHQM1q
z6npSqXITsMVy-KSp~fNO83=y}6=K+M%_s8M+wJ!Pfb0M3UQn%{10e;&`VtjOI)<s&
zxo7|xc#z6oPc<tCPUgYi<g6t3JKkU%?n%H(S3k-<|D!K|*)0SEvOs^B2`aSPU#Kqv
za*xim0vI)(xLa<7$UH>z;f)~s6`>i<Upht;-ndn>p!ioq{BH_^CnW}`OGk%)M}cVp
zaE3cBU(CTflt=}2Xv-cn1+b_TYU$|IEatpZZc=1UeDLb#W+6N2+>tl;j*T)(ftkdj
zy(Npdqm<9US;=y8{Q#K7^D^dNc_&{<GXFCP?BwL+#&>)Apx-Ij<u|-6Fl;2}s^;9K
zHwHSjC4Hglmbjn<@OK-2gfq;DJfVZxtA5+heMQ8}f)<*o;#atGK6iZ;lbBeq_Z1K#
z&vs#7LrKIvrD4WBvCoHU0oo+IC8C%)&j<>H!{p^4-d_gxPvhii1b-{lDa~W#9AXL<
zT{pLj=^Fd6L-njSxyO2{NKESqoR%6|TGQZIXjz4KAZa7HREB>Ha5kIlX|{;oOpbG_
zqe$jpcZ-_?W$STh1jy20hSjEddwa*m#*(?8B1xtQ(4bigH%oyAD9vTX#l<6vLo#;{
zA0|t{^4Y(={!<_S&^ut0Ffani1RFuoHS^JY+XWVV)3aCbcq{!HrK?xiehL5y`}z5S
z>HE)dp^=S01ddyy>j@JJOIYMl*b9iXv|L73zwHXXfY*P#{ZE$`)I#oxPhz?yL*<*?
zp_&!`PUQ1w$P*GU2`H{}=si`C2uw#&5I6*|pg1-Y3Xrow7bV*-0JJUW-ghEU=IGO>
zPZZr7Ss>?L3IW|Y&TVc+sD~P!KbQvTKUP(7$-o_cu&I!+5&CIe%1N&NI28Zza<82X
zRQ?kmT9qQY-S*P~S!+oA$p9SOM@kB}Ut!1s`*X}x(3e~ZYtInLlAb28OO;12%!4W6
zaGK294}(79-wDI@dVx;$3Jo1Sj??mCIHWyJ<&cW(4v^FF5`z>7RO*Rk=k0iS8bZA}
zV!AjJdrS&1f7Xl|AN#|fhU-68kVFZv6ynJe*2YuAg=;B`{4uisJ&-dx0I(`RsG?l&
z4(G@I=xKQi9LjXKHW)%G-~tv_fClM=)fz@=m*!<1!G+g?kJ%LKZ@jGE)!GIHd`<8(
zjI|E}@TAFL!eJQ6S5k=E>4>T>kj{3LG+8t?`ete<rFd|?$Mx00YJaB+6dfI%YMrv~
z4aIs{_+4LwD$PU>Y!7ud!3T=protar{a&ayTBhk50Qym>#Il<Kf}oZ>ZifgEUkm_V
z#>S@6JQ5WXYin=M2J@}WQJ~w5#{qTb_6G{^A0zXhmwL2FrLFQ6Z$>0SSxg7W`I3+U
z)kE&L1Q4zlK33RJ8pw%0Uhj@rZ<T!9jJ_Mu2vksjot>S6f`W+&TarxN`yciw|I$by
zcS1BA9NH#v>OnDgvF34YIr2QP#xzLU;;LhYGNMZeqbRT+wv%~;BB%S~(WYnhA2Hzs
zcKD-!3Hj!C7vSBn(9zEh`UMRP3?d>T<cC*Z9QYLqBQn)+ZOtbFQ11qUU~gb<f!nY&
z@qF$-zxLn8_z#&m#s&A|D3_yqO@k+6&R4i85slRR3uF+pPhvId3Ls)m{L&AWa#rBm
z$I#!!_ViSQJ1L*cglQ4!mKXnBa^eW(FR#2TL`FfuOaAp6FYh4n0g_x99%H<Z5EJNb
zw~-Bi0U|IuHWXgv<?Qzk!hEZ$s_-0%wg2s%v>@Ty+yPSfl0|ln3Q^}nX~7!3?@dD6
zdkfrJ;~A(34?q9TR{gsV^sn*Z&bbi|p-tj;;8O$-#ob%DfyV6ve#(xeakz)5pT9fZ
z!4WI(fh(dV)J9JpiUIfAkRD|JA2#bRADO5GbT#7TquM0UWTT9~%?*@9xF@S9gZKCC
z#lN3j@^2Qrz5s`-Fhz96vzvv}k~B*`2J%b=b$TyahTCBT|5D80VTAhCM_p_>m=4M*
zKN57GuBi>06>csCpVtjJrAJ8=1<jZB;KTm5yZLwXa5t(r3f!+LnNEVXQ~)|&f7CvK
zNC18t<Qit+#hmooilL2*fcFb14gQ^(_q%w{vm(POpGr!R-I%C1y>2}9%*0VeM$v*l
zXWm0827I)CJ92-P>T$_blm2AZxGjKBtWrETB}8_n0IkZ61ODf@7I?Z>a*!O6oPbur
z;W$()lpz4USlg5O3>OU-3}ZDW`TRpLiCPAvEO!vJD+KnpW@cs%L#trx8*&W3Y+nlO
z19dtV>v4<0=s>1i(m4=58wG^1X2?RH(G4``hQ;sec>wmU_Omr22w0pztzCi6lvO>O
z>}LSaI8%ol2sc-PPFigGk0MlhRX89-s?5J+7r57Z9J`N@`xt<gbza35@cqLo{O1${
zncV_o-#^=8Dp&;9m?-`}45TU0xv~OU4TP(YmgGDzlpxEOEJH)gW*o>6gkj(X20`m4
zt_>FGZXrv^{ac7;L66o8faL5~`-}_?$8(_U7{Gb}OGCTGO^;&11Uj>lX^M+T0pUtE
zKaY%^2y*0wYg@`~8{!kC%MDLdi)M<Qv)waH7^gfaDSE%I4>oAwy_$==l)SYfl{@}+
zlh3j+iHA$hJCm8K!j=iqOu@y|lM;>FZs^292aiCVjms6MtHCYeZnsCkDEE6-SZEdU
z1Fo!571psZ&2x@H2^eE9D!pEIK}Y;ZbZ{#IY%P4gxTBiGD8)hU%;RKRJ9~qJ7sE>i
zMT>Kt&5$6{H7c25=d+={Cs|!BP&7FGN`y19!Z-`~h#B4n2&a4X9(fbxQ~7ihe{78^
zt6y3I;?|G#)SK1AA-O_PS=x1)ZVpH0WAzK?)HC#-a%R(8AtSCgPrU1l@5U_We3#<^
zGbI754nUGa)Pk2AJ$xT!f;u}pdv@=}2PbtT6G_<8vUp<gn?(WHi^bNmI%S6DfOC8u
zk&tgSTbTNKaX@Ur0l8<&?<o<z6-kv4h-p_@!gbs6>7Ic?mQ={payX>5_(xIY(XoQf
zXK1AO`3T)+w+B(J?YH&4yG6Q#A!CD`Od1O{M%{$4a55Hs6m?TxDyk&_xC{&ml70EI
z53F?c_jfT7$xTNHe2G}huiK98q$t<X(V25QkTo^^Von3)O*-z~z!t5kh2;8O2frIj
zdKHL?{Njcr8PiR~VzL61B`)IYc^{onIHYj80GQfCdxa~5UbU;s6I}(I-=LsbS#96H
z1DE9rxRzhPeg*K(%qjI+ha8SyYPNwZ6ZJGtDl=4yW;;3aLG*g!LjVj=k!O|51Y72C
zZA9T}#GQ8^51|?ngF7m1UoZqeZkB_MQ^}5Ih=*LCH(f8P9I=lnW&?1;gR$%%N~Nue
zN=Y^>Gt;rvCmi(FB38PPw;O9|H+_SXY8)=N7grbd;yeP+>sul6aK5(F_KSh%tc7J`
zq#vnS&8v9Dd@DNT<*bvlUEjif77WDxc*Il`M|#3~I+T;z+P<@-=UKTHMMJ&O8HADD
zdF1eH?R5P>b*ITsvVu$?yz!9?7v!H49zZ3kt35Ren6#>&p<{I@_%cD1Fqz5FBxs-x
zG;IYNX2D;b!y%5l`7T<LsiiAR<_}idB1zqy7r9c-Tw+dM*@=2uypZU`h|Za?o3EO(
zswWsjc|#cjC3}|WjMBq<I_dT?BZ!|jfzRQax8vKMW6|tk{yDZJfl<4>l{N!6T@pvj
z1FoBpoRyq=n1Kq;D%Mx)J(gS<SO!D<nu4bhZHF0W;{t6Vn<-`n{e8rp*sQxYv1iYR
zQlx9EP4Qh%0~?qbNeYANs!n|GTAIh$WqZ%qGb>gteo2wzm%Hoab0P(`mMk)M2oZeH
zxJ=+0y)=-@^FdRIS*$;!UiikrUD>tKy{nmZ@uFr$^!jL-<dsxaEzQofc0!MZ>pfRd
zpY5gebbL|*hy@p;4WB_j^xJJYKvlkRSN5NmMeu7OL$Uc7lb~P|2%6Mx<Fb@qQ0P5g
zH@L~94vGhj73rpgl4FY|(ymJj@@0j;e}J>RQpc~A`%30~yUM4*96#EAk@Lh`A^K`*
zb6Ea8Cu^aMTS~#h%sZ8uB#%$&uir?GkL1O&^eBwP*@{0Rwi7qkd1|)Y_bBfRJ51)`
zNkqQDVB4HJUwLD8%R7yTH2F{AL2cV^;kk`)Uh#_=4W_%v;^)Sa(p)PUxiGJj9;d`J
zwVp}rt%a_5#lnOD_6Ra7vZ?BFN!+#_%4PYClW=p}@GlQycwCe-c;pU2fra5;t($}k
z{h2K5-PJ4=oP3H_zs6ojS4vKHye>LKc~JB|>r91F&uiwHn3Vd@jFP&PiE=%B5D!M)
zMd+8o?NfEFCx;{%New>TE4}$<FW_4&s~kDRg9FFNi;;+RJ2Tm6f7P)?Y!LM^MzDO8
zv+GyEAluK#I}E_fwSBG6a-FniT=>X+O(H&HT7z+=Yv2XhV4KB8i<9I6feowjq5Y=L
zo4MqRA~_cK4WmasyAM9+4;X#FvbN&@(E5~Qn5}IM$L@YQRwMu3D0?g(E%e_6Wp!zo
z#Q;MRjm6IVhSeyhj37p2?qulAu&fVdR>86%!b2u+-oHg?VBvPFkX8>m)c#p`Iyd<x
zD6TlSO{NrvwP4t#aqqj)<l5!UhH4RsZH4CU?DH?yD@C)FtIZ1{=T24{4bOJ%uS2@Z
zZaKMN{1&X<OOGqpZC8Gs5E?`Bkg8!i6Gm!HA`fL#3L~A;|6G)pd6^Pzc#qflY@t1q
zIP!|_#0u7MtAPKEg-p3vq3kMRC4aK=WFU+Z)v56OEa65IFZG08;1jh*VcTPy^ReF<
z!@>%=tVgxM7fziYlg_cX=PJz9=f{&F!uI{6f`YhXjpz}Ls3$}fgqUg}j2V$S8TTW4
z%wZOT43^(GuZI|^c$!+u#HJoAx@%RsPi=nyJYUT^hrY-Kk_PGGZ5ZT9{l{Bz-M%$v
z<;UpZ5cAJAj}TeaP-b|F!)m5hR6p2_#|3lpGfF9dAS<G`W&k!VU?5#?7Bwj-DlY!~
zNkK_@eYzMjKR*w)cSER*+O<E#)BtxN-bUGZf1mQDT3zU8&J}&VJO!;Kij%GKwsP-a
zM)e8LUM)IN^||I@>u<K<?vEy`i4P_pE)qNYd!e2gIhoZ{3lk{QYK2-*xQP-Ez6sv9
zYYjO_Sok*77ifG_%6a0ecz6w&+BMbURfsHqb?G0(*7fqeuL<HD?49jfN&h16wlgtb
z4W1_9;Jq897wGw&y=xgSL14vsl4djV%6({+&FYP-@uSFGrG{i(rg8TT6;mbsk0mob
z;gEzwse{ApkQx_Ajmct8HidT*C+17yx2}#&CpD+BPqwO_SJUJlu|0*{lT1-VDMGw2
z*hPVyE#ciWbXXf$cyJC+?!6NnYXJO-OZ0=cGBTLgH!3uq@_N3Y(kR%g8eEzOfY(75
zDwzc?VPx?^BtYrIUk+JVSV%Vj=ggc2QPI){V54DRERqR5bUWIJT8q8D-0`?D0JLXO
z)X)K6j~fprK@>u?-H;&Y5%Zg`57~#f+~xA0QzED1`44nR4<com8Zy0TH~b`KoH(ca
zUhFpA8!AP1yI*_6o%l~_fhAb2sjE9#A6{+ty1ArpADbzcKzP32*V#LVWu}#kp(XKJ
zd7{r;SO$;i=)=y#QkL|3t!n|}Dl5v@y5sTKq7!Q}BNksVE(>k8D35+f6h3>UtZH}N
z@U7u;Eu6>M|2AY~{nyV9yY#WsO;6TdBdrvTfC)K(CZ6|tam+Y+T@W-okw9iwdAe75
zR{e_D!^n6sU5hF=Mf02n`ryR)yf`g;y6k&m!h2?#uXMvAoQH?{Zy!X)Y?nzt6RFP(
zd7}0u)!m6MMB}FF9BWxY%6BNt;z!=MUjo(M%IdBgSpH{5VzEx=Q@6LM0S{nTuks1k
zEsc+$&X0`jE;b^KxPheM`9jp8`RjF=u+JT>mQu4}ni{QL40}5&XA{5#bHJd|%G0W0
zy<R*#(5QIxIh)N<Nbq9!!#a|cl@&b7P7DunfT)6%i%gzML3J@a9F>Lo?j6Xry2V*7
zZO_z!T9d2-D`owV3><O~*x6Ye>8tb?{-L3`uvkE3%2Tp<*}~@l$TWvYRHON-MWj2l
zJ&L7hRP?ABArr-~KTu76B4Aj%c?CFY;3A%L|0^n)q2aS8vFq)+9T^;Q9(?q)H8Bty
zTU=i^bCChTR_=07&l|%x?+`IvOj$P#22D3YHSbxj4Wu0+WzvTuCvYm18cN=q8f<^W
z=OlB_vMunzAreXfunJj0xF}4!+ErFb^zp)J;GlYr83}!Tiszh`nJ<%gwe(MCU3cP0
zLmS?LC_fj76}S50Ox0zDC=fC!c5b!ixy9WRotANOk02_X@Ho=$WT&@vmE(*Ki+SMo
zO@B1q8PY`WT9NnAotBYVng^1OT;@sp`3);`B-zb}SyY!7tA}?|BE@4k>cm;7UBi9f
zB=?;8@r2bIUPI9jBaN5kdb_C$Fl%Dmd2?Exy1T!5Xm@8)5flrH4`Asu*@{1;zKyk<
z|LKg$)mWc;EgsH0<`n%55~FO_HabHl)iy_(v%he-rjozMLx_*0h)Y_=dIuf|801k~
zqg?xmJY!9Q?G0@^cEmJY$-f<lw!!edBWSuu5Dp38KYffydP0kCu|LG}w;0#``S7~Y
zW&!z^us-WzUA+lla)R0JCf=VV<fo>VKV+dQ#=G!@vbbNogL$T=k{=6vouk5{O1lr0
z0r5K&K?B{M1g;Q>-f~yemh1bb?&zn|w7OI;C_7W<O|}BG>zoFIz|00g<#ww=LU5or
z=#?|*Dlw&O`~tfl30@v5F382I0&Z0%F{r2*yo9tQs~{jwHeBy)-)Ycz`V#|o<DRf2
zsnC$ny{4h|Sm{Rht1}ar=W=(9G^el~)59Rcui^6KXFrk!T-U^C<dPXDBtR*RwVNPL
zNQFagt<&HV1<BHFau07m+@48*%meOFIBF=D<eDUzV!5fjeY@czlyxxkr{nJY*F%$E
z<t`?pyka?BoVzL2KYOG*sagHsb8fc``KJtrFs~;072mHgg_B0u9)%wY;C?je1e_NZ
zdO_vlnK!nI8@^@GwZoSq4p(K>x-PB{w=ud}tv{qn$<E~zFE`43PpE&FqKh(8f7oMm
zoPCTnhJ2QNdl{9il7dl&hpX^O-B>C#qVaSFI(~VBKnL)a#~zlpQu)L{dK6M3i3ize
zoYOPq<jqdyrM05LI&k#FEZgJtF`t}He(%t$1;-ZbE_V;g^|F+w8h_)X{Cm5kB{UDH
z)Kp#@-&{lAuv-0+4IjlK<_tU$xl{}{6mUBYCFSe<K*+4a$m<!|XM1G6R1BgCNp3G3
zdUh9DYdk+HU57<{!d@Htj6u{KCdQ;wKb{AmY%Jg;hk&4<&#vL2p+Xe2gGd4{hun@E
z_|O|?2OVLQR2ldrA`sDiM%ew*SF0ef4i<#vM@8CoZ5*Y}2P=I^d;!6a9RnQL#jq*A
zTV<KvM8$TyIAxhZ<FQ+4@ku8{n*@jBRhNa{`;K(;wqNiAu*a+_r+J>hVIIBaS*TsN
zJ=>6Az62QLS*BEa%TLzPCRKHz)Ni~~lOWJ|^QD0_kt|ciESZHjoRXp9U2`vjaLb9g
ztZafpf4)*I=doY0F-=QL%M5+>qXSg1PUd$O<`NFpD%SH_yYar#xcA{UBN(C{4IASX
zQw4r*`xP05vsjGt!?^YLHC6OJ;@?ADJj%{ra}qW$CC1Wjm~>Csf>YmUptYH;DN(O8
z8uhREZZWiPl*^k>4vRW<X($$&nAQlKFMYmEa?eP+WXk2)vLhV!+=Ioi9rS%nvhIA~
zIfZRl49Pvi5~VOp`o*ry>u1s*Cpp%o1$grr7c<G~IiLVYt{y{gm&wm-9k_t3{(MM0
z$L-r510Uy#H3m3c(&aOH(p=z_hn!fA>N>1dvP{10%Lh(pe?VjnG(|zQ6aPJe!!w;-
zq*kI&Ra$Sie8)dTawUQ9{7`<I06G~#pwKHgS!FgdUZ*dgbvrQl1}JQvmFV2QETW!B
zB>Qud7?m){O2=y~>%~yEH2*Gr9Y=Eg)~na`(Qfm@;UC{g>sX!ID!ewGCVQoR*)9FP
zU^*PfLnZ!Y%NKot%7=<iH(d)F*)p)}dgzo>TQzJ4Q{$o)u(9;dt=mWVf+%A;BS!?a
zYeVvj6V?q@V}jJ&L`V9WpJ9+}I=s)6Q??!z=svPviGXMxOA%LO3)W53K`-UEjW*ws
zT+U32GzkRY^;E>gbxcfwpzw;X++QIMe~Q8-ioj`G6J()3h{LrhLHUS|XpfwnoXi!L
zv2cj<*<IS$PYMAYIYs?_Cq;evUO6F}AkKoVsWCn{uAy<55rE3Yl*qx7>Y+N<=9m|?
z_o_62WvC|TN-hV`e2S|CNmj##m6L43x-$;_f5ePn9oZ>`ZEIpFyQ~w@J_|6)b!+ta
zhVf;nKg1(MM>GO(4kDr+CzYJQOw4=*4bC4cDn0N>9=p5X)uL+X+AL-vWZDFU4FzKx
zy_d-_R!Nq>#cTbOCOqZvH?nW%=hu++GP9zN^x~LCb7hU!E)yMeqG_cZ2~H&YBNqkP
zJ59ZrbuH^9FtA|c<=7yM(Za*M&HlGa;}1s)wG%AVC4>c7jZ1myCMt()BOsUMUs8&W
z7C-$kRQft9t@H5hJG|Zm&h@jJATOkugb_x?S4?38Yh`p&pY<`iGb11*6Ye21UN4p3
zwvjM34f9`y^$pNftpvorq#}DH(Qd2cRhbu92g|YcX#KG$@55IR(xpP8zhAkn)s_P)
z_JnTwnhyMoDIw;qVM|N63~yWlu2i29^}=GXGW23m(TVg-GKG$X0O#fPq}!0mu+D>*
zNyij)#o`6}3btfy_)_YbL*iF>F)1!I8jZ@io9gdyBy|akZRilKmcM<x*{ysT7{7o(
zr?C&90k1frQ&Bp7%nYI817s8Xg-6Q8ts0$6jO$-3`x8`cB6?2fYI04_9zrZ#f?!U+
z)(-^TT1M+7M-SH>O873~3NGlBBb?J@$Ug_o&Z~9|)OVdHOv!9#1?kNByDRF{?~po?
zJ(pdpr*R0$5&kuH|7J6zwxOhEZK;2f%!nb=RFKS+1iO1*SVSXEQ$x3L%tdB@!OTWg
z97@Kq4D4M4tFZacltc|KdsE-rQJ<vnKbHFIroGWNP6;v`mR`&*JHwRJ<y_ch`S;53
zPdipmMRc{7u#P85?(Xh}QGMm?{-U>&0G>8y2X)k>l_xG;xS2k}hf&e0*Yf*QN6B;|
zDdqYs>n2+^51lH8wToWb1@t!P2s<+orwK7z1lZ|XZpsG+W9Gd7rNSnu-4*uL2$OGz
zzFsW(=QEDSf*e^1ib|xe!P~K%`i^z)KlUr$n#xD(rmALrTLCDW?GEo5*)-nL#013g
zB|Ga9SC&^0M?jXr>1=KJmi?8V^LdtQ<-_tLBn?8@a^N)6t#^cEv_;;fHDB~nASZnZ
zKiM9non`iCHH2^Y@LqinTAYgMc{tb9>#IXb6XmXyR*TpF&Dg$CbX8=C7WwPn+2#LX
zAUvh-#7e^l27{0>Rdt=6%Z3&N_13e+T?XrB!}L0P-}-!!VmjI==hXsx?Np7Bl$T9X
z99+f>04>hxVn3EH^Fy`ABm1#SS2au-%O#>wzrks*<x8M>#QKR*E>05`XJpRzovmd_
zROl@YW@ysPJS}_~xc^e3jggsUH+AAJx_G>;|Afpdxe+`6UEfJAX^qmsBsin9GWX>>
z{F6@})o`L`f^tZ=G@G@bx%@tQQ&xY&ZzRt^>v%bs#U#TbdN03pKt0rEZ<S<@xkZyM
zT0w=(qmQQh9mP6ZYj73fog;{0Fj14o9fB$@flX4`HAsBY@Ctns9|QJf?&X3ygkW>(
zOy9)O|8zwal%uf#wCtDXP9m!<4uCMl$4&>2_$AE!z_pa$E{JJZ$bOsC{xOQ}2Mqid
zvxamhh%i9M(1WKv7R%kih`e(P5G7}ysr-mbklSxOKKdE`Ncm+1#C@Dj2Ie5?3L7$`
z@qa9h%`f3ydR?pz*L8Ki<nkC_np1oZEhNKq!+nLDIFl3`B10y>Q0BS+tGu&e3;@Qo
z6m8DpurC(tM2g3iS#NA2_4@GV6cWX-ryGh_t4&RNB1MNF>SFAXwR?v<PV$##Taa1B
zgaQv+-rIY;mP?btqz*r_zwj>T*KW^57djkf=W+!UPA_^IR5>vV$Ltau&E3sj{Io$=
zWqgogB)B%5L)LfvdUM54YG=LbG-IWY$t@jD+*{|W!30H_c9$EqWOb7syk#^_|L71Q
zjU@`|`;PpK-ewP#kvF<<w&GEI?SWFnI@|E>)YBc#L*#xqMGfWLRJQx3n3ab^)*v~L
zTKE1g3p1-#|CjDw{F*PM8ctDfT9yQ;pfptfQ2G^a>i(S!e2;9<9=xowZZVP@^?1!5
zR5~~~^$i)P6V-V<Pvw!(2x<dV4{?pO3qmRq3yh{8r(s6C>g=I~@>-q(^yJziyn?4B
zFC>v^nr*wSU0XUnCO~7r>;8nu?hA!yWrftsqwlO}k{04a-P7SKKi`{D!G-3_9oB%v
zAuAcK;FlEZ!_-#m8lDdt>Zf-X2@h%l=hcsRp2X3ugBp81X5X%qbSihY*Lq-C(h$~6
zMnzZ_^G$Zb#tEkNGUcK`>C%TP0YN<$7CGlI;uEFAs})d#V4dON&VSA2lj}WiHj03>
z?k73;(P!K_fqjp?2Wp^A)s`(p{Z<C0O@l=-=g>F6O`yhy&?xt|*GaDrE4-M`I!c%V
zM_iff9c?taldU>h`RPKIFvZd2Qfn)Fku7m}>6?<}AM(?|o#ws6XT8<<5ul)y?NY(#
z9>8_qYU_#5D36kqO<}s6Rx7-rpniF9u!2E80(f(g&lKXQpuD{SMvYq&bVgB+Q5jcX
z|3;ZJiv=ZA#Pe;-Ib}dZfx+^yHh4=^lwh-1tXM0rWO0k_SHkClab$4?i5l)HSGH2D
z@Fw};_SR+u?391ayig;q%>>{9H|3P^MI3f2$*%b9Q?OrkC1>sz^anqi#c>`k3~DGT
zHzBCR>>Y?LJ!U_sn*+>POWACJNY`ID=Jz2I1g3SYE$kN3f^6|RT9FDPr@J>{B7_^a
zoRhk?%(Mn}rM8AL4RN^p+alz=rA;Ext707U=<X*e$)<3+d?2f;rBz;9Y~GYq(3bG1
z@lYb!=AO)5iQG)b<yiRfC0D8vqM(z%u!^b^OMmZ&SW3!l=KTcXC-q{F7TZ5p0=vKq
zqGWiyO%GybI;E?U-m*RK>fBAH`8lwAZL|OLyHT$@V+0uhKA@lpBHSwd7K2Xo+@yi#
zG#!G&%A9k)il0`P+BO|75TwZ8n%g0*J{MDCjXC+;&d<|ic|6~?TqCeL-V^#{)G^}h
z2~Tf;&(rF1-z&e|1&dCB@q11udxn(ED;=O5j-<Gqdfi6(UDw-6O82L-ls*eSWPQ66
z#MNmrAA9%Ya2iJMJ`z_UHc_&E%~=2>eJ=k^yUNc_!^ryTem|pZ;hz(Qxr@o#(}d$q
zI<~F!%c6M=y3yzlzvsQ(@J$QieYPaPv>73PN6z|sowy$oyr7~wLghOHsefm&`N_g3
z5mIPTC0q?nvy6aD9ZC_`^fuuW%ijAUtUMK{S-rDyFzzs_o!#x{YWr*cr!C;QsG=*U
z4&oShzbIor0I<bxJ|F)3(m+063(^Aqp8Hzc>7WA1E1hV&^`?sI_$M^$=}WmSpX;Bf
z=Dr#d5#4*wDq3@lbTtxXK`NH>3DAu?O*W`=CdR<xAQOuHB===?hmYEYoGB>M#A2+T
zX{!v(;P_#nhaP9L`EOjJkycw0RhP*8S2=dyOOv<l7I!5mmf4C!xaw+Bz!s#)nOLzm
zw(r4Y##&o_7oq*C&!>F_k{FW22~RVbC+n0MlBd7wjO&kHt*<QQQhWxv>O!@`caQht
zl%il3uAM%`?7l$}@QBNSn@E)%Kek44y3#FyZWrZ3HJx{_AGkkZ9yL7fjkM?~`6eEE
zD49C{_ag0oavCtIt%kClVT<h+?$i<V4cT+|@~Pt9jj&s%M?AO!@uOb3F+qvoi67t9
zMzXGJ()X)%sf#dVJEq&}zsTwA58u2XL3U1&7rZD;EAe10Wn7bej_T}dyqLpz+@;kd
zRiC^oZshhd=gGPCI|p+WXeDhpps^Bp$W!pLa~iy(VV*UF)x-v#djV6DS<HOZrholr
z+Ub3|(<$?^kKq0Kv%5`?A}WiaLnZ+_VU5(YYU9-QPA-0txfXeGCcUbD#*UK!ps$SC
z{@-^_+RcuD-wXSi7!tIp*d_gT>QF=NLG=B4XA67g=dY7kjM9}pZ=CgypZm>5GHox7
zKfD<4u>hn#{^Vi5Ji^R7PFm)iosv!5X-}%sl1tl`%sDY(m@%JeR@!R!8kO%HFr2=-
z>A-M4n0jlK;s@_hLo<kp59zebU}eNdE>hZ9%G-rJ`PB$pE`bayX@UfSYqo54)8^(j
z8UAX1_2?R{VecReij2b_)+hNZ>~OhW6-L<6F*`HKo@4*CjFNIOBQlwT*R2sI6&du2
zdmWE*J%ePI_P=cl$gk13ZH8j_B0@<WX-!)%tlO~Gr^=*#j{%3|goM`}b|Kro{UQsU
zH`Tws)M;`cnPlqi+N8<1NKtXp;k&8x_kG>c{GoPE=jjjdJ|1lj`W!a0u{AG#wVqHG
zEs%y`evtk@a!f?!<lBu6L7T(K6wXIYWCk+yinG%VZk@Z;Zs$f>5;?EAu!~a8k51E|
zt`6JdjU=lc7gmu2f~uC5gLyyv>S*8QU+it#ikzQp0EEkVu(rz~%;D5~U65(c{pU+>
zvpD@eRKHB-)sLn~|20UUg?t8Cw=Y~Tm9{Pe$<O5r(;u901k9qJ%0KNR{!oHGN&q5p
zUg^>i5FIjMo|v{IlGNRHS+w{I@a0eM@T!L+<WB5E#{|H?V{Cc}2O!85M5%!gy9$4t
zI|P7UR^u34k3g!i!O*@+8-TJlgUS$svfy3V*8#wx+5YD`CvX5!zo%s%IAWMH*!0$a
z9SnZ(<%uSRTO*28(Btsl87ClBg<O5N|Idy350C2i%MMon5pWhnb)LBi{uQ`c$s-7W
zO5EuLf4E+Mf5y}E0FL%c2AoW}>!t?RfP!49#T$@x8iKofga-ODhobG@*u}7L=5OIL
zQ^$wWK^|cF56*x1W}5CF&VBzCB~i&2a`HP}qNw*X?>v-8x!F-LDix)Yimc+(RiIWA
z*~7Ix?%>y2p1tbszUh@%dA`*!YJE`Pd)cp{3DAZUTgj?JG1}IultP|2kdRT(aLNCC
zQ9}ekN>`*ywWyY^O=qVmJ2byiQbty5`3h6g0S-)*TNlxjw-~@lUE`YBizrvpLPICI
zkKF(A>OUHzCI@$VC0O`TKL!{6Qx>6r{OQjZsUN_>YBxWIpxjXd2T3(^$&I1^wZH#*
zKu8KXyfJdz&0lC19l%hwqt|f%>Epo79mU`)TAN?WkxPR|7@yZ+BD#?n2}sfO9g@cb
zPr+5ysaxDX4j2j=ek$nY4eNL&yi*J$$vNHBQvw9<q<aJ2BtNI~f#ET@K%cP?q5kve
z|MB@AXcDjsaq?G>Kqr4zhloA@=h;HxWhP(WtdF8ZUn&FNm9i7uc=w-2-Ae|%ku_~2
z5v3G7(%o3Ya1X(a(|15*ZF6S>Wr&)5T{<T7;Gc*5hL`Z&&_jZ*q#-$ES|Bt@)9t#5
zW@isf%BP*=hw^6N-BJgQ#2o)TK#`?jBqMhkONb)CMeKG~38J?9z}N6*EZs*wgMZDn
zYo_lXL-*$k@&+)1hc3LtURt0NcGNqyfByR)<4UdyZq(|mWAZu#ogCU+w?K5`^(}ye
z_Xs%*6*57gf+oq^Arc`v8ZgT&GqMKsM&N>e4r)OAkJIfngdchswF2eZ_=yLGbWVVS
z;vX~<-W?k|AYh%)izuNqFaUR!U#`>s^GM=K!~l8F4(}5ouL9pS4XfitaAQX!xbb|Y
zP=Xu}+$i&f7ttF#Ou$D#=18EF1J2-TwcwHDAA|Sji%%jzTOXYa(!qt8?4QL93HdV(
zQ2q)&tNQOxz{Mz^xfX%}pZ5SWcNG&jheyW<8h$;)+<-`JW{4zQhu)4TtICc6Rj&ny
zRb5^mixUGxJzzL&Zh!&~<0Sxs0_xepQT8B*0m?Y;^aR=hWXcl%^73*L&nydqUH~=`
z$`Gi({=mxv9k(M244Ue2&L$!yV#LT~SWjR#Qz*2<8lx6U&1kmo7ci04jiyzIL1aLA
z?n<Z*Rq22K#A47k4Q>Zzk{cF-`JOy^VpX#oonYPQJOEDU<UmFldWsuGU<oo^@}^ZY
zPMY}Ik+a3GTa#Tja^U$im>p|UEghoSE){wk-UtruI0C@={Gy_{a<gHON(K4kR#3XP
zKbB<?P!E#0ZGVE4GTFo&C>)zIh=wbX*DQEtA+IlQ3Q|O_%TcQ7halfmXV@9;H^XHy
zz6&ZmZ%@~h)znP5!b<sbY9AqLJsu2O0eWD>-HwmVDbMEwsi5i!Pqh6I7}ljUA=QY+
z`@))<Q-c}e9_PQR0Iq?PgM)*eT}f572qeSThd%E#o^KOd*Y8c57d0FXNi)~)w!ldr
z(Bp|?r502$SQNO@MiGS6gg%_^7pH0x#GkpWXX|rwa{;u`4SdcV^kfEPpY#_jrKP(8
zf;8PCgiLTYj(!aQ6goApySlsi?CTBwwod*oCBUjUu&tkiL(kwPuH)n5NAgrXF810%
zL@}1bd=!i>NM`cCZt*74bz`X{416X`DMTKG+<!Td{w;k#$Ng*>Fkb|ub{bA*1DXZ&
zPtfKJG-t-Oz#5&GGvbKIo)V%cyo70JYM%U>Isp@9JyrP&h=)2T3%kGEO~kCj4~Y1H
z&+{^lm3qimZGtE-h$3(ROk;*neJrz?yna+vROkCfx&|K%BC&bW5?Ak?yI<SGr_|oL
zf)u@)H#q;DFiSB8k>aWoN<3Z<5V#RS!gmZ%;yZIq0CGDM6cps>=t#_I;U{oY@O1ve
zc=JKh+gbl06w0lD8x;C}k`IxP%?SMN3xM_&vtNRw9&Br(EaPw%&~oHJ0=b*HDR5VS
z;uP&CWpGH4Q-&U2jiX7ApwmvzKGl{T0;ME3@`{XT1Rwx1{&&xgZv)ns$rj#yb3afy
z7q1&eVeTiuZ{R$rY282&a1PJ{cN3i7pr9EFlS?t)`2~bF7|NG%2w3nL%#Ek|0L8Z#
z-Ux_YuR&GUyHnryH6?Ys*fN<Bskj@V#MAYFq#GfRcmSg59>d3<%Fq%Q(}R^>kd_RL
ze9Vax7zGU=eENw%4Ez?*!K{xKbi<4N&bQKuOi_Q)G||dNxB{KQD`W%Y!{p@Tcx~Aw
zHMHbHWhkaUq8Q;y9(hYa0`^m*1W&L2jKS$vpb@mh%Y<>$+|<<1?eX!h7D(rtq(BMN
zM3j}4GjU4#)^x$p$KCb27a*)z>tM#1tzBbhRL{hwGG;YVN=<n9eKe`0$qL_$u_?&3
z@j%gghL6u09G>>iLmsLLAMqt+s4q6jWZhe9!#jLVTYkmND#zdZyfy(0vcbi13A?0)
zPNC_YZLFB55Df}k()FKO)+aC%j<{bQjom%?p2ueJ*>WqNIM2%9xvuwq5;);WMm!AX
z>Q{)0j!yE_MCS+s(ZAspfr0sm`<Zht8J|t^MF-whyv6(j9%07KfZ`ocIoUr73Mg11
zscD6UOrs~ts;c4}MC&4qhr?hw@D_?x!`A?ZHI}y5o#_wvbxc#Pm|I!BoE;#l+j25{
zt{ds>#ubNGShEt3mpdEs&)+WuFXw~#fRzgLK=OGEFJYdyzPj!bT0ud<-Q({V=laC`
ze)lO%{isF5h}-Tp!C)}7D+*7beE({Ga<o7*V@<!k?;V$};dV(pvwq`v6<b%CwDp>_
zv8Ufw1Wy{^d1=SvJ(BtJn)-hR$WVR0ux?u_d80i#LA${rpWxG@$Fs<UuXTasCtQhs
z!*$lRSef|oqkJ=jFz30U2Ym8zC2|?No_=CtZBz>;igTsf>D)Y1@H^AL=jQ;4!@G?`
zIz7Vkbr0bebKW9#UJ6^vxdIwn=Q5)<I@Vaqyx)jM^s@q55=%$X<VUP8-ESIpDGE!y
zOCE~umD!a(oxYZSNMRGg8Ytjsz@e+E+drmr1yD*aSG>=+>xwR8AP9UrBxGm0XMh<A
znggf<#Z8^kQs#+Hw*5wl2m1cH;V{u%qQMV9us*^COSDFGP;^~X8WeJDFKkRMYPb*&
zdKlG%4lLZSrb90T3kx8<dDYg|F6Fp`GU*EN7K#LR0-|0FQdmi7{5E0_?wywPU6s9O
zHj`|NQ8Ic%pe-*S)`Jf4iL$>i8$}V$jX3$e+Oj@g2GXsQtqHd9_uIPc{`W7WJ%x^M
z4JkAcY1urNLCa2Z(#Xf#x<XGv+`li)vRpHfj0+%J-MQwIm<SFSAu_eFkTL#{SJcSc
zUzh8OaI(<&kH-x<%PxTzapSR2YUC}j0wwm`#^K);qUXEMhhS-@!}kK~6;=N+bInqC
zxy8IX-OVvMWE9>z-<&d3b)1b@i5WF3^A}UxX#UZK1#jI~nXla}lqTI_Rx2jA=F2ev
zmR4y#LJlIi;suO5|LlC+pg9i@g7(QnnY_5>+}NC31a0P<9g>Ef(QxS)z0yQ{X%3n*
zB_r<St-44f7<MW3)QXBDaJ-Hj>HgU0Xf&%&2_BuSS6f>fAZ31|8UTRp%kz^Mn)mW}
z|GcJoArrjY@1%{$+!@uh4jOYLSfg`DxZ(8!Wg9pbhPUst=)ZVlvilT)NfZKG2e9;R
zfMb64zj$o?$f?=*2pq#uDEx3)nhISN6%}3GluPVt3Pj&NAnUb0oJ}itZgAcR2-uDX
z7L6}Gg`T6ab8sZNZr4cu0xn4-IV?W{(WEz{BbS(&h>D8tH+z7it}QJsX&=ptBcpth
zA<w<)<J*zRy@G8PsUC?sd0_eevr<S&kst4F0fO%SxW|t#^3)toAE;lwM+P2}^hN{l
znX$02sOj`N5cD857R9(XK8pV=#3RLdB~JfgJlMJo$m{+5=Kt%vj=K89o*V?h;3FaX
z(Bamd1wG;^y*z6wF2c1=hv1zyA(I$1F0}eiRUKS^;z2O+X!zcq#YN;+5ijpas0;PP
zuqGi~tuKhUA8!HgWE{XD51OW2Bs`ltZ-L`R-d<mxR54Fh#P2L=T}dHm=Z@06ckxaO
z2D28xnt26_R-xmfc^P#_YrE}z*N0p`_&?+PCz~cjkM?4m3pjtJrKQKF^8mVNX=TOa
zQ$kGXrGF1p`fvV#0~y!p$WC#G0Y|$bp(xg>1mTXi3I9u8-X>VwT*cr5eV0<qVz&N_
z8Ru9UsGgJ_!0Q2$F#q{h*_3p3eSLjxEpHKT4jY2$@)TM@2__Zb1^Xd2)E}gT-+Z5c
zxcw9`MXn-iHhI~QkaN(#xikPL8K5^C40_>P3%HL4=0lM$+ZsWL0Zb&rD@8>%fJ6p*
z=g@<#?>~pdHNCr*5z-gOmfhG0;k;m+M%v)<Y9a6&ngSF-0QMpS-ZH?00aRa|K~l0^
z7rn?wOm%Q-#RB%LeuO^2HipGq<E1}sGWSmX0q+XhuatiNgPs7U+BL8NX!!Yw;i?cU
zL$AH)%Db8B7{Ri4a?HAQnkJV5x%*B0&fMkX+uMkAIh7j)IM%>_c3uqP5-T5LQQ3{V
z;pK+Qy%@*__K;jgU6Ikz(LZDD1K<C%9sxJIt{H4B-<X?I9=U@0=>VeZ+Q+jR85OlG
zGL(jcA|+1#iD`6O+x1rkj=<pn*djE-HW-)(WX`o#y%Ee;>I;;gQLmfKfk_oj1+K;m
z8p2j8M1~lFG$QKmKbu5Ers{u<{%?5yCma9Mg8ym3|Fq!$w_5Nj68ZY}CP_Ha9V074
zdj~tC*Ou@rYyCHOSlKzqpOOD|#l^wK#qoc?v;O`&KR-FMjFFXzgDE*HI~({>ft*>%
z*~W;RSxrv=jgf%^IkTdpzQb?7NLs!&0e?_6GX!_@aB+|`OBk7%m^zTNvapadOIkS?
z+1XfIymm0U<6!3qZWOV$u(ngQd2L`s&cgYxS1ZcCwl^nd<$yO2S`s#MuzzJ_Ct_`B
zV{K(*<v`9&&ManT0bT_Dg}>>Ak%6_L(H#in&hH=g4ryz~{DWbq)9BkkBTQB_%nr|*
zZV5eU*3qDy>%ogW*xMq1JU%vtyjqvOLz!;@0(@`9^1I8D9VaHJlbTLW`gqYEp<pAU
zdVOeqK2L6g%l*Iq{%<t?Ck+47h5xTiLB!qDl*U52XxDEff3-vI5om5nMb_6RT<D#)
zu)i9oU39b_@5__xtGVkGkGIaObMEi6D1ZL#u7u}$x7XXY1W!K*p6W&~8)TdWPB%T!
z3(okH$%7zy#Z@HNpP@t%-IdF&{AG8jdNnU;2niJ4A7eQuyZGR-+tgU-af);OnkzZB
zk+^2+TE|h&<@J;+^|kv+h^}DSgN&2C-hPV_S;vs4iPqN10yrXiuV95-JEG@`fzCxk
zt0#hHvj@l~s}bQ%wo_luk7oEodiod7503fA&kkZ;$}eotw0I1r<14Q2e&u(t7dUzv
ztos?d)mb(E%!KSqvVh=fuW|oFpUun4Gi@g)m2a2tXJRiyt_B5RbJ0h>9;d#^v9-NZ
zmt8YqCgm0%gO<6_D=po{u6B(2jaQErPl`8kmks0^eJxevRHtYT#}YPI@|scQ3fo=x
z=Q~`RU`_-lRPWq}V^PmNl8dY~mKWZRxXY~{^m82)8fvCkBtYF#*J{sJ-Ry>oQEyLA
zUoZHkq_25}zJ(sWX0H6OqX3)jO(;CrtMYG_B91a4aSc=$-6ulPwQ_CT&NnPbpS`v6
zNT%<}S?7699A#H;okeVKp7-7JAnf4XlUa+ld{ca%O~;wmE#;Pk$tfA+5}IG&^niW2
zt4^}ZL9)xTu_L+bbwS4+|F9{Xnd5ODjqOfd%VKB7p3@*bfkXi-F$m9z(uGcPh%RHf
zN<!U<&9Pgw59O}%D%NLJwn8~xzVvCgXy=4PdE1IgA?vY`AH5y2`$vmed5b#)b_8{h
zGbaMduf1>5&W{*Q*0sqd%YGiPP0xu~15OB5UA6<(x5abR6-&2-5QbPxHR@_I$IXK+
zEgbiqbF8?L*c$78t<{=@y`QaIdF7ymjgpJILtk+`IdjE-RK4R8hFJ6q5OErkw%Rpb
zR!}@cvHx(dM0D9~pXG)6WiLo_MpZz}<jzTCT3jbMjI}Juc?eDl#~xd9%S}qStD^8#
zJhU%pBa66TVzVH9n#XdIUiRH6RDF>ZnM_SzZbOf0+P&YZ=Zfh1r|w0!#~JhWX~^~X
zQOfm!ht)Qx_4z1iZ8PaS7j^bY7E#^=^I<J6qxe1rfn;6Inu+_n{vxEg-fYb)q4fs#
z^|Lo4_c?hI#{0iJ88$wEMcv+hkXXUsIv03F@St5&l}k`8%38HVQg2+9xami~<mc!8
zy#&p>&X4x2&z#0v>KR-Nres?o`6pgOtBXfjmc$b)2FAMnT*zYy{f-y1-$=>XRDvWK
zataq*Njo?D9A=d8B~^}fLQV|vT3YtDS+L720|s;17fzJs+^$}`lB)4#xiejH{Sw6S
zSU{Vmy1%dFe35K+wr+RjG*8BCPI|nG;>1bG6KtUBH0X#EG!hujM2zOfv5<|SUFPlr
zJF@y%ZgHP2(npEE_;rP4MYh`m8ROd>U&HE2uk+7KYDx)Nw`z!z{3W<Nk$d#QDG6Fx
z&H*T)f=xR!t~_Yec+2Cm==$jTtoEw6>5S`oL-&$_^6deqcK)4+;3D!sO0)j31Rcf;
zSi35-%9|jJy!4c7_u@N+3!SgHE(FK+W!GQnM@HjD(6cO<N4uTv;8ISZ(Yrl5W3;et
z6Yy(Os<f=vUWB0NAk~{JWHGg5GnEzyL$($PE>3bKkZ*D;FlkXgo2`nrEPxcAqqh2Q
zJ>0{Y3n{nyNV^dCK<4N7`;{8EHe_4aqAkP=rG_Qe*?1Z$dgi0hy_`ZEt5@>^YwT7|
z?gf{akk>v`A=fIRQs)xSef!v1)b+bl0H1b$rrJHNvS{Vj>%EeMD4r=*2)3kx6t-*l
z857yg1fH@=L!Q9N_Sj`!n89qFMcq%2WVm%g|A-k*{eENzR)+K;y6M4M2&&fg$ruOO
zx&8aA^ybW^dE9*bcM%ur3Td(Rl-_j66VHqX?CdMrIc}DEd2jSYEwMxVRF9w4NwLPt
z*e%b$J4v!L@i8heD=+g7x!L_N=_%7=gEC5_@Cky?uF;Cx+!jusa9Oy_h>Ndhn$F)|
zF9=@vUZ0X(FE(Ant^U=NhxxJ9Y!<S;5LOi<nRijJ=i$b8wZ?lES86_3&hlOjZ4N&!
z6S-<C6?}BJ%7tegWk1O+^vHe|L4Rny(gAxmMWg<+?S>{UZSW81jiEq?APLPUU$cMo
z<uZ7YDG{s~Efl|Xa4h?n@uuzTXgqRdkoPLdg%g1!8ewqiw~-EiQRglt^G`xxa!e>1
z#jelJqiAo`n-R3`r)RpSU8(L17MadC%h8MWe>3-aTLuKgQgxL6`PlmpY>V7-v=n&3
z1@X`(8zFj|cVA<odJ>dRT%uQ(u?>+ooL8#sePX_F5on84O6hT4q0VDiCmXyZueKrx
zd}JOZU#mq{XC`u1J)sx`vk@v|qf{jn=v->&OtJRBN8xOV;W#Dtp;Ytf2#Gr|xq025
zG@^??K1xQQl>bq$<9fxDMTv|}inl`ah;p<G(|)Fs-@2kVv64{6E{jeUTW8oKX!29f
zNOJspDvBBnlm4Z?C##y<WnZHV13s;H5VN|W`r)dXySZV~6?;qi@Rl6~qdtFtqC~o2
z|4n_UXXN(Q^#w3J*GIKiOLAA=IxJ_iVhCezc&pvUX;BqNEB}>Dl!r01+Ocu#jsN<H
zk2TVTfyqH|Q<N!9fx8!UnF{k}lhZT02Gt{FdiFP{u_;4pB}Sh@bQP94lu?J`n2<SD
z1XJ7DZsYhMo9uttNB+dsEp2P^jE^>BELWIj9JMXVEIFIS(Mu%9v3D99vKT3_IQGI#
z@%fc86-Ild^83}B-2*Fc484lW9A#7dPa9Ho&31btzTER__3&ZJYl(ZUn#X&p6G6)G
z*%a%fH&oX1eN2+-lrSSMX=JY-kx60B*I3k+Bxuo&^=+T#S4K^K&lvMYiM$e2v?Y%)
z!?_lMntMNcTZ}_8Ozoa~()fS8zHsSDykGj91<c$TH#F{o3!ROg=U8iM7&SdE>C8?x
zh2YwiJ7u*A8D-Q?sbX4zrllJ?9DLRl5_k2cS;pv0*<M>9QSeFe#9dSt+2^6i=1?8<
zwvW$QT~%`P9uGx(_kP5;R9#V5s=9dHI_|l_6)?1jV%V=CL&eN|s^HJmE55bF5y!*o
z4n3venRvw$f5Xct2;1ZgGD!c(9*eGcoRczdaV*uMP40!a3^fsUcB<6A2MjE=O&2lO
z`z9X8Cf7$zS7U;g!-5>v#7#LjFsAfABb7K4SJGBz`k3rFetMli#Dy*<`Z_7r>cggq
z*LC3+`L1F8ADIpN(Ym(b%hNq}^CCh*(!MycNeZEaB;4Qb=qW`0YgU<a_G?*tRxBb+
zZ*Ga<%vv74!%I)ph@i8P=u@h#{6RWY$n}6fZ8h}~)nklKizS0(QSFB_zA`clx~2|p
zZh`!^BUh^##a@C>o?tHts)SLD1u_;fyfvUj&s65`T+OnSshDgMt5+{EC7duHSnd2&
zaPI8haMlt&R{K!$+h&RKSbFahyTX<oftnorhpFTjy;8)Lwl~ad_2z}|3;X>Pz2$2e
zSMr**c>GzgoJ`zZdzA0`;Wr8vh*eh44Ni7)8vW(wam@>&Y<g9$G%%+?=?C*ui@YmO
z3@dBnLkqN}paxBQnZe#r$LT2VF5`$_8k`4vqz(+&P7uYfYo!VT!9Bh24q04DQ37%d
zUaz<ICKLy<tgeiC3;oEYkmR~mKb`+bGJ>8+E%V|1&#(j}#po1vYbM<@pW(`@!sf3P
z<T7L9_xPnbUGHbaE8ma8cj&#nuelC`t!G~kB_kP#DA5|a9CjVJQocCu=#>=cSo`3O
zt4tC)-}`ba|JXg>W@c&RHrl`w@wl`t#oj;@;8ffqXC#_~5qVYEwH2AlXnD>vO#X84
zRv3p#PQ_k&G%<1Awr0`8EEymV{hF!V>K{MrYo@5W@SvBbQD3}IHhB5g$j99;1gDDC
z5<0({{5MYCaVvQ#)EnJPRhh-6ElV78^QEOj-gr(_ZFZ0w>Ah0;`g?rwf-{@04$y8*
zk&&Dp10IaAte&Ei7Cyo|cMR|I6nHQ&BX@bW+n)S-2rIEkmxDajOXQG}j*G1{DqKum
z)HX?Z#G^8{znM#cA-a_HiAv^7^rmQz9hZpS!H4&F%2Em&`JJhu<%;uncq6~zYfTB?
z*fgHmeob7d2o0ptoGpp&H6XwQ%lCeW%#)R?-UL~CujWLlfFNXO(Ae#K%g=^L6i8Uj
zM{Zv`10{pr1pA>e#B~hY?R0ump4~lv&Q1DaDbA+&6GaE6<bBFJ--S)pj$)NKGlo&S
zXcE14$h~Q|d(<X2XCvO}%iYQhwS4_V>;`^nLQhRQ;kX93^>a$0CGN+{&sYuUxt33F
z%Kbk8kU($0GYP3|d()ohnLHM5>BBI=qUc?f=VmWB4}ZxBY*ep$<K&c!jqs|mpDxW;
zW-32pw*0Eu`ugDIzc$!rvm+9u6xa%aA`tVZT4s-HRQIhtlX@};V+kaA)zv+XE#Iyy
z8%m0sW<>QW0KM5TQR`#&lzNJW(otWliZV=(gH<gxzohfE1&r7yZ_-ZA05S!QE=5c|
zp`Bkq4jH}=IA0_4XY&L^HoycRz%23kq9WDGp>Z=P*#M;?Vn3HDCE1|;|GX|YK9cM!
z8)}H8RoO^Lh>ulfx+b`FB_=t3lVjt8n_P%mxiH}Wz6#ewigyoqI~3)nsPQ`FC7sBA
zpx)98)qzx3)##xi1ms5vN>}u{A4`Ba>zXX&L=R%?3)3#I$#P}&q)!%>L5xH;Ni^l9
zxNp`Dd)<uvnOf-Abe0a&%_A_47Dyu-geir#l;PB5Zbiv)R=qcK$2(fMc2z-(^rTU$
z0+0&ml@X%WaaTw(b)yX<olQbfn2Cj*<XG4qnEADqf|4k>iuFnZka{(4{kQ-2-@e|y
z{C7or4h};gU+Gx=8e)u9lh-VNrf5?%Dy}y-m9FvHs2H$S8=(O#!|H1SJsg;_8CJuw
zA>KU6yt1Qq#;?LkU?Vq|EhK!P;+b%)v3N5an@N>HHUI}Vc#SIK_@vvFRBPD`y=yLC
zpR{v&6Cn`be)T6dy22{Md~1(z2#Qma0xSPnJ`#pGD|HLXm6>51ASk*`9hKP(kg95e
zjN53#!C}tLd>ng*7;|&ao{h{Kle3D;A_W#o!{iF}dGbReu=1*kBr(N(?Sry%rnm?{
zRa%L@xz<`y-F8q4tR;FlR(C7)vd49b<n*tSmnEo6=IhU>KMi<3vSih}-d8y#1v4DS
zb}2KRLS9b-ZWW;5jy<*PDFq~u!>Q6o-BwbxROl&gEFY&nOp*W@G$i8$2!Kud^s)iG
zyjw#PM01@;g-mhT&>*vUU=7ODLpRkQ)lxC%DFpaVltKG1{^BqG{LlZKIykcj6r=$*
zQ4T6=E%zaroOx|o>)7hZSl-P<c3hw?@TZ=y_J`qzL-72;;fc7boaGUdpcHRe4xipi
z_yQ>Cv0Tdr!q$dJds4NXfTa{Yf)w%wNO)oeEp(0El@EjDdIQyfon&FWA~5Z82HJbw
zYBf9XnYRX=r;={o6R&YE&|_*hTl7oks!Gw94l|3^xnR;NanfsB5dppxdFGX8odli<
zfjy;XlwMWj7Zm|0%HjgORYl2_1g1{80}jCX<?I+aA&4qSZjqMKDr85h1|TY$YkXHS
z$l2Ck{^ehOy?x1I6dlaxY@&jF>IRbrc7$h4Cb^$CzR2(Rs(R#mI4Z6;H<bz>rBk;B
z7j!rl+2%T^+A#TuAvb|abrwD#9(y2=`)gi^EPGUb%Z-nl7DpVkNLbw*jWCD&L}703
zg@cfcA#?13Of+LgBoPtIy>K8Ep0A`rQAe1{W+8(T8bdN#u8Dl_KD4Vpfjn`iNOEoL
zt-sh=$gccnE#u=q^SH*%o6K2Z-0nkWt6=j^9WptqE@cBp@^STO%f}DfQ?NFx;In1)
z#^igLpXWau0z)c%tIkhWsuglp8rCl=6!Cd0L~G5I5jR%{)db|%1=OguCYVdFw8#JH
z&Qe2#WDjz(gfw+YEz%&SM|fggjoGYap5s%Uu56zPc@i*`vPUjxCG3GuRZAt|R08YT
z?A!`h5<W%`XQ{4~v26m>pwfE~NEyH{-sNv-3?Lf_gOVeqe?cK_3iT9TQK<H=W(b*j
zs6;#B>_kLgARHh<44($b2`)L-MmBq9_!*jwBV+kJUS+?7z#sdYXC{>2g8#dsR<JmT
zCq*irG;DAIJ{bG|zAgk7AoimW%YnJIp(o958(^g{s2g%XN+!wV!*G(NeA(LfU^{4c
z<9Q4bP@+oPnXD#lsh(un;2PT|mz@%wb>Ja+;ywmM;Q4s-W;3s`VV%LCArOWK*K&ty
z5z*jm#@jV>!R73GLy&`090Yw;!8Ix@4u)P)4!Y~G!PFwCfXGB9VYRbKAWgkmGn6`u
zG!@Aa!ntP8Kq~qo*aBBD!WIEg0uBHBfB*0Q-|PCT*X7m|&wYC(Npi@X`k7N#laR0|
z`-(kliFhg5fB9vwzo+7>$v^$~sx%&Q90KCIf;mAcDSWGFGfByszQ*zh5JW?;H;EVP
zST-QkM0lzuBep=eR-X&U1ksU+2sze7qzr}py>QsTw)S^+4F`sBhf_GC@Y0USz`+gp
ztl_vxDn}q=KcK)RTg&Jzoo{}GcC8`y62krBK0L(XVXtrP!E^g5s(O?`8~-0LXAM(m
zbe%X3P*8$7d>A0>x8ZhrME>%HkDEu(D<7Y?=O^M`?p7vWOV%(s4&Ma)JpADhD4LO6
zrJ6x*E!tIy2Dy#KKBD(f35B*bUrjD}Vh?GRg?XW#9G`+&^3KpQ{fj-0OEl$LQ)o?V
z$imUv4edQIJts*$XUy6JIlfsEL|vzDt6jZ!v!6Y(cr+$$EnKRHgC9;D2ZI7K(vWHv
zt^ra&GT^3<#b^x^QzsmKoAGN<Zgw$Vw667#*JJ{=)=8iz>XLfPRF!J2tAylB?<_V@
z7m`jn%c_Y~PG$c+cEu=XE9PpcMk7F@m&OX|_s-CjC$fnF`rZ0IqFrLFq2{k&m#&Js
zoCUrv$#VS;)kXPT{ciLY8Vu3SkdRE=fFZpUO|r<H8FH@N2=fU+Hy)NO2(MX-EESo$
zb*mNR46DLqo7V4Cy;#s$C~(~0;yz00-7K`z6DvF2c*3@=nKm=y81sN>A>l-XYHUfb
z;}$bCzWf4UjK!Q>Se@GL$H&RgUP4nb#i9JVCdH6*P%1AlK?Iq^Fy4)k@njf|D%Lt|
zJ4K6aYHZk2O~MEXHw1_kNQjJo^EZF<w}1P$uI}*@Rc?}m5YjAuk&g^?;cXS8q{}2w
zS0sH~(WZCfp^wAE9CUrP^mi_4yegGhs)u0FD8AD>CL*w%Qd8*R7CxdMun}ox`|v7i
zjbUy)S(hiQB4;WO{!k%ymKz_rUpUeTH%D?W$pq5KfC)$SK`bU56$%?{v)Pf(CMRSv
zL);OMUIxG)IJjXI4iB%SVv+zk#o#GEaC^RH0zCGLf>;nj5y#8!Om$^p?Dg%cs1$Im
z-4Fkhz`L8w2?}40{BFWCNGGg;2Ci)2EXH2R6LW??@3IGzX|cwh-y!kq2fnnn^cg1e
zeVCjXTeUeKe^3O<kt&jwBu(Td2KMuaI<K7K2J*zBsN21V=;K?oL14>f^~7>x^|0EK
zkRhRuzO}Q~Q(2&$4O1{BZ-$k>^)FqXWO9@p?Vw)(T<Z(*e5|5+)jl<?E>oTF2xF>I
z9G~B{%m#9;f)njmpw=OZMsmu1uJKDQul2;i<h++Bt6n%%g{}eOTA`_PWl05jMPrMI
zuO=dH)}ScJ1x1xMbqES5cwuez$4=0}d29g1fB;W{Bc#YC#1*zpK7|!r31J4~d66ST
z5t|Dc|3a+S)koKt7{4y})B3kKGW%ore;{5I<>0i8Ac6_kOuU8}Q%y@V#a>k8Ci|sB
zmJebqf2QP4A`eM~Ppd*j=mC@7Nf!5Y?ZNgdgkS!mJ7Pp>XKl8Mh$9o+=~gv}g1cJV
zJwSMYLRFZVwCCqFK~Gm4j=i3EUg&9LA$+V%^~B0f+ghI3P$JLFtg2udSZHUbkwf~h
z9MpK^V5(gm#~+}9P8qZrOP^s*ZjO&)x2j+y;TBz)M}>EdRYh7{VaQZAH?GKw##FE;
zgprk(VYtn$nWlJ0MFXDW_Ve@wyVo_i5h$z?W8-AQwr|B^B}o!UBhvykEsSi!R1!JG
zjO=k=k+dPGZ}Ko?3iL$zi>+V(<G6KIT8*Ny5XZnWeOL$2DK&=4kRb{V6aAHV{Ple7
z8I#;N(prhvPUb-ar6s%2%)IS>owo}I?O#3n@_+O+mS|-1bPI=%z55gno0&0&5fw6o
z_cLiWAR!hN4xEf0A;44;hE!Z&KjT@eAPZmR8X<A}nHp%@%HFB!;Vi@@HKm^5!zdD+
z>G&kLAO17dPW$=0GG|@`H|7AuDnO3p9lcux^ObF|$_yxN{3)GXtK=WEXX3lvyzuxf
zCM!Fb9F3m=|LpnYBM_ZdhAWS_ClT;aKH`ZqMB1rErOYIIw6Rl;tGbqiZS~P}-&P7p
zn_O_?qvy7%4AQEROjRuPST)sB;;R+vb}iCDSyoYMerR~`khQ*Ll~kg)<(?wXrQx{q
zGClmo%b%dQa*9Vb*k7yN3Qn}&?3sS*pyMUAD;3lMFsBqQ+4`~EDeI?*)iUZ|>|`y~
z)K$uq6srIUndbxYipGiwph%dYz{kgeLOvSMRUwl8#f2konwp?gJtW`Rcv1l*N9aX%
zhKebwNtg<zUD{@|Bf<C@nU~QnQCXD>k!r57tN1e8jVF+wUv<X#=mgL2ot0G31)>~W
zn-1@|hOq{0llK33U2f{60>@L)8PJ6L$zhLE^x`LM2iQU*#Oa+kQ#Zr;D?<X)DPK*p
zh=n61OL1YUopmcdhI0%lS)y)Mt$?U7{idx-2pKJtJ0x2X*u&z^65Ar}dd*IpvFx1X
zqpt{$1BMNy1Cki)YJRT7`8LW$+VoE5;-rHO+s|Zf&gLdX&`=ykMGoc{JDFFJVace7
zpDR$4T-=`=CxkSZNP*sT=u%<Gv3N?RoMpe{WdKEDbTeN7mDo7BPIvCHRJc<oMr#yC
z8juM`SC-Jo<r(dmWCisUZBWy-@vt0E1!M}b&{(5ry}2r-g)Xp1zmTj}i=7M-cgTb%
zKuF_`Kv2!WSJM4X+4L1~z&`e@#Pi&;fz89Z?6-~ZDknhj+;SrmfdHt&!G%2HW0Dg{
z8i?4Voq5@*N~jOLk9){k8^*lBDrq4@g}95paFm!Yk$7FGQtuEo8aGn$h#Yp>1Fpdn
zx1Xt*wr%WX1Cu~K2_Bt1@!Yq}W7qTr$8Snt*v6bE+r6Oh(b=Lr6)YHi3qWwyrdOAz
zg0W{RDr@uTO?zM)b6#0|o5r9nUXwmx-<X^k&wzjS{K64f8wA3u)zwCfl8ktWRMKQB
z5{kM<T?F<OM%jZiHkaUXT&g<Wa_`Ah7(1&i4$dM0<!n=tkQw0{FfjZz^S)%C#P`+o
zFKNOO8P}xUd#)!8lgO)846|5B3j?G;Ww!K}eS}zUsssG8jXiWhV>Jd`6>ufJ>b=?n
z7DaNEv(=MlTK1JNqx9M`fH?t5b=u*;I}ibRgF-A?1Iro|$XIjA9#u#MXpX8R@`C&B
zA<#r2$~<+dPLX!^o`4+_MgkWKt84B|@lS&Ai2^TLMI=W!yU}c8S0N_H4Ik;%=Cppr
zeC-<Wyn_6RPbR0v!IdPyF~HPD|L*Vpu3_8F{J1S}gWGhXKzq~jsA99|@cP;sN)}gy
zAGXT~90<2z1q?kz9>&1GA|NP?ch(i(5FY*PfwttWO;A1728HW1(5WzDN5ybvf=;Y^
zlGky9B{s9|3wK}t<D-Yn&Q4yCwi4L4TU9{=q=gJqaf2AfQzR&B<`Uv8=0~19db8{0
zY@SYPFd!8b2U_St@<MzCZOY3QK_*qN!pHqurX&%kD77G*gQAakRIH_#J-iOOa3i^-
z6IR4%x^qQQPpC^*B$+6XV+mryX`zcoz^c+?OqRrd>MGjEvli{)A)wYkr{a3OsWgp1
zYuE;3NEQxpw?Q=7$$eV#dg6}Q%<z%3_~6@&nWT7S+?UHnykVVF?kiKaR)2y;0d&*U
zeKQ<n(&a1(5t2!onpYmNuzDHy5Rs-HI^tkv1ytamE?tz)iw{=d1`xJ-yOJu&Y#?eX
zc6j3UGZk_&y=ILM?16SosvMtid+u9%))Dum+5hg(6eB@&FsIivS5SDe1}ky`#Bx8C
zL0oLhQ>WGn7PoU5V%Q6)wSvW>`W^IEkDjzgbgmp;gM|-k`o!dElvR~yz(0F_;RpyN
zI$b9pbX9HEL9QY{<w#Aip=8IL2!pOliafQ@vYWNYNF3ZFyhM<0RziH`xZ-e4y|PcO
zP$)>Fj%w*6ZEFw>5A_9^Rk_P5We1ZjH;nX98dA#sMhHU6KB8ozk0krnHb;1Y{MQ;T
z`&N5stdEdjO^4zdr6UB+(0;OT#hh|&tv_4KP%Z?8##FO^29^2+v?oAt0CMXUm6t}m
z1%)pbh#=sgZS03Uf5U<AmV3ykPBw_CBU96uR1G8~3AU{;jyo!wuh>HZYX?IS3C8Mw
zjozMUh65IMb>lc2d}Z;)a#Op>^6Dp>>HQgM*W?t4s4iZjz>6X6`kR%Xtt|aC8jI#O
zM?wBc<5$%H=RPPzfxxvjM0MDD4t9ZtE!?ij!feM`UMavXadF%dBOk?D+~c{3tjQbH
znFRTH^{|aqlooMjB({iGVP>4zZ2Q99*Z&CmBsDwjWa=w<U)Wn!p$JK;DqwstY?nS$
zLr8P>U74G|al7I$#1?mcrGm3FY_p$jrABWk*XGU)z5p520maB-$4&XgLFtKUyhFM1
zQ7j}E`Mj89v3c^vS#CnC;4-i2&Rl0<qbJN3iy;YPz;2a#t|XIh(ZvkD@ZHJ`R!z}n
zZ3&J!jZ9cHr7{&v8WqKQ6s<Qml~$eLZ-H?|k{Qe+fqZ7nK)aSro{9@7sy0(LONxx?
z%6&%47t-z#&$qU*6aG}s3ae{4XmO-;%RI3LlqgI%d}L(p2_@E?W!T^oI5ZXxz88)n
z;vpMulB!ta1HVYK)4{1c&rC8>0Qip3g?=mvaHwKzXm9MbXDu49(fb_<U=cDBm=|-9
z2Xo+4@nJ9;Q^cu)1$j3<79hvP6!#{B9JfeINbTN!$gIY!EE<pAWe-ap&=|-CE0Pp1
zm=BW~0MciWKYM=R2&~;9E+HFwNcpM2*f=?Y?dXcMQ;sSrIOAaT1Yyv1mXDUNs`+-7
z2o6dF<-#gWJV!h`Ydz)o%623qiUj*r=9ybcy|pi}U*aT?VN|D`e9SKg6{`|Z5pY)O
zjht&Eo0{|39{3O?g<VHTDLno3z3C%Hj;wD(5P%;0l?dG-r8HWCMQ_zu1mUm-2nfY!
zuE9beSgQ5~#lhm@p>GSy6ak@84GIT%IcUF#sE1Tzh^u=~3WPoQVE??WSC9z-i*IRB
zEx9wrFbuiYSfW}oOh6fv7cZ>(x|o+E;%h_8y@$3?f!m`x&VRqeyqQxVDqb9vO~^Jq
zR3|lNTa7oq5<~zZC-k_?JM9uy&%CJ(TLxRIr&VDHl3R6|c*3y3c1;%dkQ5r<icaw@
zKx?vy5jnm^7%XD#1iEB#UBfLXoEpMR#9#UQ(?2b7pJ8OOe-fGSZ85T-+hgajmwaa<
zzdg}_VVK~G66CPf9+tBo<_uUfmv#c3eLi#7(9=Tcs$%k#E?(E)!3&U40jLcw222E{
zcBPo9q)D;zLYU~HQPA<c<=zv_A-rmAPmAy63-bss7BdE8rZ+*?s8|ASBq8Ceu$TXm
zPs<E-RL=?r777h(M+*{?pChpy$BLJL@|ud)s%X7ml~Tv+T1FTK<61U}<!p6^MgR_&
zZhZ968_i5^l|Gih>Z>hZ{u_D(0&s{2#uiU0inI=}893{@hQl_BpyVJ<0;+c__y9^Q
zEO4<i<`nm_FtY}nkf9Oy2wyDV<Hi%;(nXP&re$yl1R24FAyug2_A@opwvxSZ0z_-v
zxif_w6Y|0yCfPsXyD0(Nnddkhte8UxYr#H%7q1BrFSZI+5|OYnkQ{Mey#^OEtjWjC
zqc`orjg>qTo$F2UDt%TaQ(Z}U2Klq+7mh%wp&|*fSj$-qDLYETdJtk;^#~k8Zzan%
z^#qv_8-FS$a@j)5b@i|fc2-!Vn6o6b++(J%5YK*8XH`@mwtMclom5YYob0O*F}uDH
z)yJ?+JEer!spZvb$&r1Q8=iVt7Td|H)uh)He0lZ0+M^l(iUe0lT{lz*xW)h=KQk|_
zoGI66qz<IOAxia7UQ8pkjL|qPgH!65qCM3Z4r@lU+^P{X%(n#vwzUrjCoaX;=BWeK
z?Fi#YlRta-%OuN<k9AKQ2=Dm4a!LY&odOznUaRR#ISs=C!K4_%;OqxTH?9-kd~vn7
zOs{P$Pj%&MMflV2CuC4!7&BsQZ?EGZrqx5c8gFL8S(zMpI5IAf|G;M7^0ADD3B*VU
z+sHZC`Ur4V;fYv>Z6pay_pt&c2ocSaZsc%*w5+|3jsrOMvS&ksNo$2EWo}j&g@PGi
zWR+-6#NGJlAv=9rdj&OLP{ne?@{ZeMe@t+7kWAnH%7$$qgWUpnH)vyV*&67=Ezp2a
zB`h4G88cla;7yW5kCB$}6paC+-L^>qK{wS5e<F{JpxRe86g(`}w2X@D%~dIvr(cu>
zl}&~bg&z2zY~nB*DCH>!BOa5yQ)EVy8zQY4ag%uL#3GV$42&!B*5jRJa1h-KN9pF^
znrkuwN@8I#m7S{V)WhL62UiP6*A@;RePwfH;YS>{g$y8|sO$*YgLc1GFfB#}TbpL6
zk_Kea_m$8KqL>0xm|_$bMI_J>2y;Z;D(X#p5F;k9p?MdRYb6h={rT!gL7-4Zq)H+p
zmFbP3QoD+T;RxxSTA7mR4N=O=6h_BO@GZM5xvrj9YV5>4`975jC#~tHHrVONE5~2{
z(f^rY8{5~E(Q31euBkl45}s<`N~_5lwYMymfU>VdzBfN)7z;_`h4M(wI)^ZZG%^h{
zvJ#}!(Odq$Yu?L!S??@gpp?3jT|}5lT^ef{P1@7B9HE-26CkmeMXcr9Ehr4OCN2YG
z0d<@-Vr>{0>E$nmxUM$XW2gNS)0+UA`mT+bgOyXIlH>U@j%180d&UvItjlxXraI(7
z`du@04cS0+eK{&>T~W@O;*UH+*(5BE97i)waRhYaTlZY>)xBYRNKRJ_A8hN|D^K7C
zXK|kypjRr9jdf%2SUXgAWD7U^Js}^d<mOE@n8d=Z!XQr#i~EHb2(x-ZvTq5e*Jejv
z$@>$5H@}=Jm3}qDw(t!@)(HVye6%K0CRqZ_sWl=-4pp?sZX{8}R+7N5D6EnxDz&@%
zXphj);%vos&2i+ftss@2Qk}F}bPD%X#j39RQHu7~YjV6?+%sbgkVL)F<2(Y>i?<AL
z&4$tqGx0M|(TN#=8fUY|HRAc!!Y(!|O&jq%T#0wJyeF$P`w8jwM>efk2?tXp2s?dM
zS(w_MJw&ZqAT!{^1mD_8i=adM2OYL2YTi4VkRP;rToQ;C)d-;4fV6)v2-u3@+N{Af
ze0GlsC^1YH2vvGz(bXRG82+rGxp_aqT4{W*&Y$N$76MyeMo5E`YO}rjqto<3+-}lV
zyX>zVRg3Uv*fJDdZ+siarcy}+i9c&<tZf~Pb(KvIQCH$nt<=nLEA=Wwn2+tA`?X5F
zst}EBsjjjmr!Ldm?%HL{JX6+`qX*e{)1Jw`DU7QGAmr4OR1qUkFka3Asv^l|?J1k7
z<Nma*TE_fV2`;EQTOGaz=w47n)+#hrjJ1+O)k7QDgEQ2r|G1%ESxws0w%A~^<7wx<
z#VJn$aGQAwXddygMqD|iF;T;iA=o%V?5u)5dS80*{W0~)h&<kwiU}Ft73ca|A;VJH
zR8Hygv!abqTJAlc(hXs`CKh1l3-lg%;VT<#vv~+3I*5UgD_g?0FikFlF3`G8peqjZ
zJ1{Q<sJ8<*J{k<Re}^R@<lQ7^l6UL@Md4;x`CGWxcPkNhJbMy2L3iVcub6EQp4%L0
zU+BC1ZG&&eHTRN2eb|Us2wcnDE%zyUj67nj(Z6z=gM?dxYu+1TufgR}*%4^h2u2=4
zNE6fME*#@5jZOtlG$5+AA~vAGf&2{zVv7hKvhx8+Hkm$t)%Nn=zGV-q*ft}|IzR?R
zMH>(CyrMnz>Z;=UB&8w0UhNzVV{fgEx&pyX3!a5r<5)`;WX6nptRp|-@v&a^!nxPw
z_}b1UE?4_KiNnGXXJFNft@z>zlwPaCPcO*pi-{u+l7BUFkm+Ux<X13k3nDH(Zub!&
z2G**E1Go*<wStvRkT07=e~p@ZPsDbZZ2u6ce7tGT&CuMW!Ne;XKW;SV+aCyl0$KuY
zIc{E(<JgEo%27m8qjU!i=w=^`JlL|9yY1e$ZL78*VU<d)m{mh;+Z^wp{n@z<+ts3B
z`_}OZT&vKOwduCz_W4bfv+v5jd-ep{w-4J8$ah|>x)?l}ULBqoP0LVQnsQ+~`A(X(
z0_)=zlwzT<wE9RwLI%L>p`{-xHGQhh+pg}_G!v#s>7Jm@28z<2(wwT-+wZK-UJcAC
z_nvs}+Zi}n#gc3uX>P0@jyr4IeVf<cJ43gS<y{;TveJrQmO|~L#Ya~kJru{t<K9D=
zI3u4rKfcp)&yft^JIt@6TJotNUq%nM4LK90K@!v+4)^5#%*jNREP|CZq3;K`h$p^r
z#+Bt6gDt(@(w@JLXAgft)bwZ!ZUl8OIcvlVWu8vlW2VgvcFJP5tB*-wMk|jB&AdKj
z%$m7_Jj)#+KNj6X-t!D&Dn)^|&hxcqxY5PgPan29OE2xi_5o_W2{G<~Wg@$lK^9I>
z9*~3_Yn8m-`zjn*wT>t=YzH+=sK6Y7xLGb9s94oq@7E}hJk*8!^%YMdG{G9Buy;xp
zl)`f}Bkz1=4XGj?NUfE4BjjqNCnJiSuxb+S7nQNL98oJa+Dy<{vKhIl%Tz{AS-@}=
zCKZBiO*qy>j#Q*QVE%k%TZ-O{J0_IuA0BR%i^uJLTow^wZE~oB@f4(61zV-9z~1zT
z_A+{y{J@^aq1hreV4j;_2Lj@Y0P2A3Yw|SD%zNL;qFMtYl^W~Vqg>ytBpXB<m!`Zp
zYgMee`iR(9X2$k4Wz=U?dbQJi`FnjiO<;PdSi8&=;Y6*&_C0BgdB&d48nzi+g*1LN
ztEjiCuDD3^X^XY*c^g_=25Ya7J_yPhku@%_et-GBs95xKfy%5kpohhPCT(LzBivN2
zv7tZ|g=U^@*cOFGxSES^`(<03xJtV^LjJ7v+l`jr<0ExYnvl)Qh;ELqC?RSVvWb@`
z(yBGz*7eK-@p-NPFb5j>Id#*1U-5l4z*~>F&_X-mwFWlO*pMSq*g`m(IT%|4&^-dc
zd>Zu307Qw=L~5kzXd^B1+)THOA;DU^yjZI+a5JIh@0hfPa=RaEGk7B~2?_D7o0WLa
z58Grq{uuedw{2Yh{SMn#hGaju0!n0?ge!yFBz%)3F_46NP~20YO5ow90?9GwO7h~B
zsK?jM$I(v0&DO@Ls4Ed<nKYCd3~RisWI0&4$IW{-gk-$hSm$G2+!QiqZw5=Wwa%}T
zFw3VN$`PjaQb5b77_sZkRYmjs4?1iMU*)mDJ#P0a&&TU2hTE{c{ag?SNLYnjf7!li
zPc`sK78Rg1Was`@gFwMuDKtFnRaaiCMb_2_n|ZcAm^9Zn@tK`&)CcR8$Uj|rxNhq{
zQycJlKfMmyGu&RYZv>`M3QU*jpZF*Hw0;T5@kSj*_$n=P33<{UD!{9XHq5YrJx^kl
z<E)ju(!8FyT066fF4pW+9Zubr?Dv$e_*{d+hT@XrYJ0N;8t{ucRvB81NtPS_nlZGD
zl_z<fqErOn4BG`1@d|-!t*~Em$m~a_bpRW)-@Li!_~$;)j6yct08UL!qeQBf9x7g3
z<F#cJ7gJM*Z+R{0ChvS@zLj_Ie1<}70B@6q{pIy_*rsU4;~BQMIcma$w?tiMfQgi-
zjkN2q-Eo0N6%668%~co@tOBj_^s0C-(D#D1Mn9V)>dou0S3<3mFneHL#hXg9W^SpJ
zuA7$hRR)wG<FX(Y+}FT<_g}VIa?`>dW@jv2%isf&7)0-p<enm0HWi;cY(LODsu8am
zC64Q08SBI%-ii)dK6ssftSdZk63;`c4X!uk%<;)tiB_h}k19hOEXvx7{FB2ry|l1o
zRBY{jt2r{XSC4gKyl4OBlx<JOT><PJN4^UaDwblUt@|No%uyj#t)O7=B<Zz52Wc*6
zOeH9<mD7eCqA+3mx!~&fllHKUh3mke1?17nfw66FHUQ7ZUl{@g8jGeWOy7|LQ5p}m
z9_7ejfSj>tI;n#)mxM&U3!kCcgPR1};KsF-nE^&d)Uq>mYmwLN8@9VyMLiy0x7?Ai
zTQzvnp0#BIEo0t9EO53My*aC_L+P67Z>kID2NCgA=y5^xRYC)paRMb&etN;~s%Lqk
zUo>e0ZRN?xU!!3E1hg5f0;m{P!TR9~MX95-vYgn7Y?7aG^ZV@yqVSo2E%Nrkeq54A
z+_AI?O;acJ+zik^3gB~ln)>*@rCuXwzC-VxzhlGNUmna+%)8D}p<1}HXhaF_{Iadz
zHMCSEc(nEC@+GRw%rl+t=5h3HiV)?FKk)P#$1u5f<xU<|^d1b`VzlM{z@CtsD*B4S
z2*CIu0H+K{^G{I|Sp<N__8R4QMy{|+tBK$`7iFZ}*~S&-UBOwO*g#8mg8I!jvg-u$
zj0(Q+0(7F!LPB^k{iUJ}YRviYFWakA-4~ivul1RVQ9Z-<I<Rf64L*sws<=LB=Y#9@
z$ogb##>|yA7!qx8CfaPnHU}Ny?3<?AaE<u-0+Nctu_bbSgoM@Rd-t|I8TaouY)|am
zj4{LW@tVsG+f%_d9_Ba+BV=W=>;qT0xlYlzCd=4Um~LM0;d!3_=m-e+ntJPRR?`&l
zFbdU1>w|WFtPh6RO`2UFZt&U=+t=cG9k#K({B77?-^w}LBBxns6;&fEake@vF?Bl4
zX!ZIf_m)4)TxZ3EY{UO5fp(VgX!G&<(H=Y3hWO^FGqcL`zj$2rdUB1(JYiD4H%<T<
zC3I3CnAu$28;NJqo<cn?Cn_OZBcAfL{p((12^h(rd0UqO4msgD7T)ye=XuD60cUEv
zfy%5UiF9`Ku%sAI5!hEk);|hhTH9=BpmKGO(sniy^L^UuJr=QHqs=<1$>_*wk}t1E
z@^B_d3-lz*gK4=cF|AXKN<9n_BiAk0?BthITdqk%nLEd0&OJ9D2Xx4=-Q*O>nKZvJ
zfTFj&DSC|DIxj~YjB+5lxqNGnh1d~b&Dm7c*}ZxF#)s{JIvz@d-lpRr3<qja+twD=
zAw$n?7M*Qym0Y#9Sm!Dno=g<BBA=*{{N&9&!yX^+)YWFTWwT_l%2|#~ou6v(rnNSJ
z1*B*^rD?{_^$o6YTqi~n9(&QZwsE8sSVz;z`sz=WP0CZWy(*SjR|(S{Kv8Y<q@qE>
zGwt5Ctr$iI0@<@lWBI&aziH3v(ONWy$w}Ba+{Xep*Jltudwwhgt{I`tHFFvXaBoO>
z@7*7Nu!Wqf<HMYf-P{yNo$On?_Bw2{wtTs^NF~?7*q#tiYK5l6{<Urs^=3Cr+5>ya
zzJcz;!*&MGL^?6rW|b)vH!I}L7+pbr=1Bo%m7+Z`s&a-vU|Mc`RLn)H;l$=EPss5Q
zfNSNS-#nw={J0H9VHG1SW}UZ3MNK&^S@?`EpT1|nfy_!&Y4s<6^7222Eld`7v@>l~
zr!(mC$P!uJwbK};s{+BgHxF?6ifSH(?bcPd)Q;iISR1#fZSy1{6C;r|1|!%es?>|>
z^JY4)TA(0P({bD=#m91uUu>wz=$j8FPwsq5q>7GfIaPpe4%-6`Qw2zgK<uG3k6?0d
z<*$V0vP96_MRrCSUUQlJ$1aO(My}a0u&;Ab<H2=Yc@s1nXn8;qMxr0Oet7g6sHc2I
zo*BA=B8CqSO}s04!kL}3AhWJD>uGFVUE69)syFXY6e~oK{KS3=@tzTq+4Rz0vecN)
zu#F6oXv&U|q2-YC+U~1h!w|GVAq<qil^~+b!xAS^l^`;eAXR!Q*c8JNm7K@+lq_q}
zpgNNr9}agjlDk=%{0wK#o*x2%No@pJr-GX^=lbqn(-}S|XI$>%T#;wi#;f(??3sgZ
zMrJpjIC9TgsV8OD))3nzmz2TwwLdbR%cY*-!JMNGuQhEFc@n4JTdKp-WQ@OO&s2kN
z8MZ^?p4ZJPGmg%z!kzhjCR49qZrHx-V^#@Sh5;75;R(`~kAt~wHg{@O<ca4j6pppI
ztdrRK<2DDCM@4exZB#VOI6KuWe@ETtI=&iz@BV>PjOT*#ZsiM4^F>!hFjrF<Dw;YF
z&$ebNfo{K9%ZBY&-z%_eTg?y=e87qs)sS-?axkA#zrNlaazqEb&5btLHq$Z-hv&^p
zBdRJ<Tw(|_JY0X{<sCDGSh_iWGuMVZ_W*zI^Wa)@YKHB8Kdke*274Ys5A2GGJ_`!;
zj^P~KR$saD7das&tZLD<xu0P>9)fzHXwC_000uP%ZVRI<wYMdj)|&P1J@KvRG#W{q
z_#bJDG6S~yY_lT{I({>=-pjY=_YX6<#&Kjj!}c1%d&BnB4RB4nN0_+b>RwFC$9~pc
zYwT9R=8aFW5(Q_sc0Y{T?7^t&*bGaG26dTKx!7pz<13NBFnJUWlb<Kg+4)OGpmwaJ
zY^jZGHJ!#+SJi3wTp7e1r>4G*o0SVxv3zUcPivTez4^N3rwP{awa~ez!j(YBY1hSA
zg6->Iwz8cU5~{J&W{DQtWr`a~q^QaQxiG^+vycue`>a~6hc_pjR~Nt3^Q%4U5V93>
zmXyEwIMCg^2?Sn4o0ciR6C*A+Y_nF>JU0kcbNF~OMmH6`_hE(=Wf7r>Q?PASQal$~
z#&6LaUE|#v)9HzD6NPcGIyN(^;M&R4s#zlt?JOaU(g%9SfbVfLEM*L<nsQldW|Ksm
z!VOpVo)|4~I4|r(Y4--RrUK5!Mx)5&;1*v9-y{+<Jol|wpj>8LhmD4ue#~i%$1!Fj
z+bl#P!Sm+ET8txAiPv2D>Hh<N|9;w=X{{=5kTz)WT3Stfg_sZy`h}`o6H_@0z(N^M
zJ}X#P)?J6~Uh!DPNTza1P!tLQ0s<(QXYuH|`pPxL2nXyCKtM6MoF!j~A?aJfHTNkF
zvDXy>*9fvo;2gK$R*e!DxUpx&?J;N%NK$l|nu_W_6%gQ>XijL}RFM~@0}JC1fh=F4
z$dO(@gBl=#36^!?l@&jUh0m7tm~W-mHbSn=Vhus>Q(Fi~fX`#^KKI*UCU-c9KdOOz
zXWp7?C<MK=)br61{wCppRW~CpACV9hS5kdA;%TSoX58htKqJ*qtE|7W*YTSYussRY
zjX^^aJ!tp%15fn3Szy`2_eu7Z=K;%-VbsRtJmL;}GATJqSwHttTE&o?D~;X168Sch
zqaPR_MDu+0qad*5oyw-#)D+6QAx~v+`rua2<AZA}PU`Ziv4yLRUR@D&UF%m<Gn>%R
z`>V*G{#*9lte>o{ewH<=2ZLpe<eL7-a!c*4530b@Q#G^G{_1}P$CcMp(;!2L>|i9P
zO1;Uxt37KynbfNkB;?+Vw2_DBv@|kFOflll#7K!4ud6v))mkVrHTX8k-~KVNTex3B
z{<<cJHasxESH%>tkZGI~k=~)Es1{iTjho1+zUeihW+zn5GliH0u|P1aV+F}p+Fifh
z<u@gyi&6%xtYE4h!Ezp1xzJp}e$`lHandzT7UHeL`q)&k5-B&Y-gz?230S8xg8?xI
zdEEF2&znO|qs}CYEWj?UnHf?8v4x{PMaXI%kDP@-N$naMp7$~}9cpHt(uDBUyC>7+
z&A6-^CPtvks&&|w_+atBDA)g}90&6YbXq6dB%uAmWO3)Z`pVT#`ynQp;6(sFhCJaM
zckhYHW5YJ-p-`E{$VrWfpi`Bp!bdXmC}NEIhX40ivEtzV0ZB4-CL-bH!p+*U$=p6t
z!58+hift?;gtZmh$54l}BeL6)9kX!K!Z9+-dMME{WrtGtrJ<c-p;jmwqFIO|Uh(zZ
zxAxeH5>7cDPd0bH>&Iax1J1B51lE-~Q#z2x5>4gw$#yTx`YEFdrfQW(u3H7ew>6a{
z<K*MU<m_PyMp-o}^rk{J!**$l$v0_?&o4aw%49*WW|qG+{`@5Tt_=Up3KvJwRFT$V
zjvi}MKq2)!GV2IvgM^BkBhv@t!xV}VM7gjBbMVLhSqQwX`6{Mi@>({BZzCTMYmwR+
zCTjtRt!6T{7B*~GLfLGODq3e`JkGmE{w4<-{A{%j5Ax2EdTR<h((u5q>Urqp?A0E}
z;a02Cw(5pA(R)n4v^<Vc2~MM|*ToDod<63IJ@>H<556rZVr0Ek#@}5Yw&Aga&H{E|
z<U$jj&e%9tDRV8jAQf~4R`f-%DM(DkSK-1aqOfR!^^7GCjC}s9EnaGAU7nqygHgg{
zxtRfp*|s${xN^Y}9(BZKY{VtkAreXtAuG#QoHt8|ZB(09g*G!!vPTLuu+<vMmo-@g
z#Xw?@o#Tt>Fw8ZN`USY5MHC7F3o8Y@BX-SM(PW0O5|Ry~={P`C1K~rcV)uLq-rN~h
zBu^y~0)WpX#-zXctH1i|zy53ZuuuqUoxEcn5V&9g<lbrnnf60WD21DY+^kHIPq?s(
zDH_}Mn;NzuxfbovSfK_QOad7pTOhK~qlHUWDX-j>@?u(jF20C|NTnfxs4EI!pL&A2
zED<2ONJCL_?&Z{*)cVE^!%WO)wo=AZd}H=hLdIwF$6gR_mIcKY3F9aER-C^F%QJ3L
zR0wX4rc?-biWHM7&(^jae;}dKAyvoPXWIQ%!75*}a%wVWVuFGId?CP}Yr9`PvY-9r
zl-Erl;}?^-R>e>&RvK?i=KGb&-2e3I_e|{0o=->MnhyAY8~Ot7Aq@Ul(+6=z?yn@A
z8D^>kW=?O_ZPhOO)jC9)g;(q9xjlB;uWTYYK3^v#>dL;E%H)NDu-0vCXEWoQOnj@7
z#P+W>`{lQ$>4VaNza-c%Wm;?M<uxO@GvjNHKd>hNt0yxfF(5gma6%r3wb~e@3~-!~
ziP2VYIKtTvXnAbI<8KT7TyttZx_Rb!VFe2x(Lk*eBW~6L1SK{$m`#<|9TYm9s42)1
zzSn;diKwmrX4PYRzUABGZw-P;y*S_)R#^Dpp4qy;Z{<SPqJ8djp-f!ehk&yVqV&B?
zT#aXpSZuFpAcYt?azv&Wa@KCeBpXVWT7&DFEL1az4Ui|~Yr1^-w+7$l5tj03z@LKP
zVPmbGggDNOVyeg(CnV#z=6J*Qr$=oKQ<Y?f?ItnEn6&@qZ~mrvJLH)szd*!zd;`>*
z%T68*V)>hJl7WxOV6*{lny(s&0Mp;6yp$Jf?xPUI7?y1eV~j}Q(!1WW?~#N+DhQuk
zi+EIAC(@O5*Ly0qj35MnLjX{O24r%_S1^HI2m_~u8?zK}a-@%z#3azIltX)KEt}va
zgxLIwc;SC<*kk$Co$vZ&n0bb6oM{Q-<KgykyT4X2+(xjqg2};J3CbZDs>roo-)Lt>
zO>OdVvuBtrqhm6Yr03N6n5+wYCGyJ)`>ZRIQ!VS$9xJ{p@s9BCiooP`WLBw^tSN)&
zrx4+crAKHq@laPX3r!!4gozp|B8jm9VeCX&V%0+gRu~^F8!DTQIM}4L&D*1*7MZ~e
z!*<-(wO`Bj%kNQ{T?W-3)opCID&S6ezU3Vu%?};aC}jtm8;9~*4PU*Mi2%IX1Hfrj
zlCEw@6z`^=Cg*XKVVjCc@W!x4CNbi*MHek~ZCci@{fw5!Hazof9N4bU9JI%&HL{ok
zC1g;AG-c2Uhq&<Zm5*O8K6(ge<lIJXT$=uS@5Sv&+upS;_r(iuQDWX2#tYV3YhmYR
z!Lq-V`&__14CGzD=dZJ(jK*=vX2h79yjmNo=(>$+Gi*<582-qkNtW{EnPi!s!m5Tb
zj)T2s!8WU!;5mPFnf#J&Vo7`1O1rESbg^r2auAptS^fI<`w0{IFsJJ}Y@4+I_H`*K
z;UfybXCwe|(h`V!s|~L9J0<8jt2C{WIqoal#9GAHwB`6D#TG&PVNM`QSV<5m;Qw&L
zHf$jb>0WIBl1C*qPZ82W7z;gS^}YkQM(*;xuCWqNc6g|s$QS%15L{HyYc*_p2)z#!
z=WnOtCSjO)hHd<BNz&<kGoMICRH=e}ZoAiBacL@;`pJyq;_CjMJ?MnVXlyZzc`_8)
zVzNSUkI7Zqm|W+g9cibq|2!RhqvHAai3m(yPshPAolZ5=AdtCX+tq!2uui)5!HtIs
zUHwbrAP{-5mslMZomz^XRUeOOKKjZYDsJ*E!cX@}1^M=8Fk(x(*zOwJS>7a|oW^!n
z_f}2NxAsiiQiSJ-)L_-59`aYi*VLQryV_GphaQ=<(D<=>J}RW%_Cmx|8U5NcUWRQw
zoy}mZYnygdY}WqrQ+24=WEhzGBS%m|R~0oS3#1|yEjexlFC40AK!yOEfq)q1I<rTG
zi_8gMfKd90*_0?U318>iTrel#8yc|FYG7t(2~}YiUlzJznkS8ad~Y_6qOOj6;(2FF
z#sVFT<J8rdc};`ZwKbp+;WOmG+<Hlshsojy*MdFFn;1F5Do|J|4A&5nUk%&#1A#k&
z$P!m3kt3JKFA^Lq-Nva;xd|wer}RO)R{&PQLG>{H{oU(wqn<FbO2}Vvw5<iM>-zfT
z%YW_X8ku~YNt@urdT0ZLm747xxy;Q-=wU?@Bih){hA2_gJc&-f{9(JIjljYUnZX1g
zR&_h4_y}9uESzugw1q;_ikvmsr9*FdxF@)-Sk&7qc!Lh$LOEq~#UH}ed8GZll+9r#
z%eQ<1MMMHl$-;f4l~B@3eRHH_A>=`tT+2eQA(9<kS5kp}%||NUm5&s~-a>$xQd<bb
z5$3$8db{`JCVL&fN*Lx$1(TjLZ{rNJG32#+?G=nJ(2b8F*^#MWO2JgH{GEQWd30qm
zOQNxPJCkBEVBf`LJe<P*`=a6l3Z1XsivZ>fdE}Ac*5B_9+iQPc`(Sbqa`K{S0TpGj
zF<UW|O2k^~16H?6hsg^MZLm`TanNx!q|!H>e@(uhTBJR_9bht6uXVcwl+H3sioLYG
zWvxl4-_0sDNMjpI2v^D;q}~Q#*~bg{P6cVz6Y0!N0{QjcdOj*(E=H>gb%W*2Ds=G=
zhS0A3&ahp8-b;_4d4EPmp$0R~!pg8J3ZUZ}RQXuP0qjIAkUfXF*nt|&hDa4p(vY0w
z;nJtWvbs=0=`YQ<=)|yC=gN^H6(0-(*`{5xa68ML@miF*>G<^7$m!IzCbLIYdhT0!
z1k8+aoRC`8w1ydSe1)zw&dTgM)L`x=V{Bug;vj7WYikoFY&OjBfTG-Ykc1&{e%&iF
zpUcK;q;3w||KoKTjHjD37!FK@$urAND>qfAdNF|nCzku<0Pr_HY(vAs#<gyPZlj_k
zvJluZp-HPX)2C%9l~PHjyUHf{HJR9?r((>oO$9kPDH$JR)8{hqp0r^m%O_uCmVDuO
zTq^G%Fh$@uGHloTX4syD+Gr!8rgnAX3FsbFu(jQ*U=?H`n4(%-TxZC!=W34`n=!*=
z9K*CGkd?`=EdGhf(*Me24GRG(?38A}J=&b-zi<R5uN5T~Ny64~%!=i8jTKuERchbs
zgUP9_SKJztjC|f?6)^{u1$06xweF=*{^_5_w>2p|@!U51o40Q^?%3Wyg6-R|9o4UF
z=R(cVjip{yZzZf{(r|5lkQ9srLN=(<&1t3H&_1tSH+#7Jordjkc~o#@W)&U*Q%z=e
z!?yiw9)o}3Y-HX_NJU1e*@y&K6v7iRnjpqfR{^aJ`4*Avv>*Mz1(3K@`C8}gPlSd2
zy>f!RMmcY<7$rI{%=`LJEfI`i^D5_5<3T?JG1%<dTv|Tz&QiLG;$81<_^Iq~FTXjJ
zJ@<xfgx4BgMx4L<X~-!Bva=55o>JKQs!S<a^bybP0X5b&t2FJbAfuo4<gg8;ip<ri
zPYlz>w9@Jf+w(?d=0q(7lShSq0*$n?Nt7#z<q?`aj*bmDU~|O2IihSl#J65**s%48
z+62~N%XLKQ_n8^CIaPcyYW-&&WWEmD(rt!q2Fv9)U3={K2fn4zqJ3(J5^;v@D|67J
z3Z~<?yr#`?t7>iSzKA<wt?j-FW<Hq;hTByzRZAd>$XwrKGGnHqjy<%jOvd3B8e4Mh
zCX=sbe1K8s$S(nb_!D_lq#3pm4-?Q8KP`1HLe8*#ZSF*E!?xn4cJ-U25{*k3g;yk3
zJaLcM+PcKCN)Q_wBvf@BkX0+?SZk@<mC!ebZJEUd%_8|!xbe|LiQroq+Ul1*-_9g6
z2CToX2ik<s$ITw6_{&q?O{?N;PJPQS+vD=6C`KH~N0$EzhVAB6A)ZEQ?8F4nX*&JH
z4NN?VKY<K^){NZH(2fD(2p(c1PEH}6IY9&`n%{U68P?&J%}vYkA+|>_*~F?C9>LaO
z+Y^1iK6|B8`RMsbzzxSyu?ZokT+7Otqt;)xk^kPX{Y<i89pqU8WR~=bCsJ#1$R5`R
z!!|jV*a7F}u$@QW7@F-kWUMuFZw}k*1jtC#VkDPu_DzJGCB(CarF;zYwH<qC13v%8
zf7$*rFnz<Hk!%TGHcbtY`^u)I!?7uwVv56}sXfV463(z)e=N0CEvXH+_r6}0Zj)k-
z%7s8R76P2FZch#IoFaR+0#cGb7`E3WeOJ4m=*zyU@%qz84Pq-kn@88zMzcgrK7U5C
zmE7O>$CrMybespnw(2DBX4p2dApbh9kW*V%;+hGyUDTC6nuvro^Pn^#mX@Rw)q_fH
zU93r|)U%=A%2Ypc)>&8Tm3=dLnm5RI#96sEMcYmDv*!&DY2=G1G|Dv_zRucT{>Ix*
zwyC|$HknM3QM3&Vr5<O8IV*r*Df`&N&9$DKVS5mJ^Cm78<$5IoASY~Nl(vY97@}wo
zk&0<7aur{p6avH$P5VuQ(~gm+fYL&p^`=#CZb;5XPW;zIFrS@>7Z2TgQgh)H*ElGl
zm?V8%-RH6iFnUjW$~B@0x#q}9(d;QJ$s|xJt;06{Piv4Y?xjz-kq<g6n@dmM+M|h-
zGHa{Km-WSAZB;P&mSMXXy@~(3He7=h)P83GY?Xwk6%+pEY_Lmh;SfO!weGDpxY|!9
zFhyVZz_?2G#8<X$!yd#qE_^X+BDntSOdwOOB-|WV-sH9o8%b6bgo}PEIP$U4i;BEx
zWSY5`K#&d(qZU9?Cv(FY&n=;8v7sfYxePZs!e*&tR5q%W-56+1KiZViLa#;F8MdLP
z-(fPMuB7^K#7oATaTl_wW<xDcZn76`R^|w?iYo3gXH6yKxwiW%SR5AXwSw7P^tsIO
zv{#MSANROmO>J?%+Ov_0z$)Yz157r=WLoYqnRfVNGVfyYGzA={QHHK&j6LV(M?v6)
zMqkO(?5g9KNt815PzF^bOGdbVkax+MzCe_Ur|yxax%X=%nV5!e+KS8~tp-H0T%biF
zSZ=C*wqc;-*H>L_2m>>??8{&WNvM%kx639f)?cFB<G(E6mkl#-m#UtZecQ0DXy4@g
z2H@DkL0U@l)g!4iuMZq~CW#)XC`P=Vx&dT4YbceiibiG^pdX8t(FsIcX!!Il13C!9
zP*LLMHgeY{UMTx@K^{Z`icT|c6H-UM7t@ac1!Oie*jxm8_=`f>6d5va?5VuZfQrw}
z+pd#Ay<D)I{n07U_~ql|2uy(ERF%1KcO8?~VOs(+qt-C<Bo@gCMv@G%Sw7lKqy6?Y
zX-}(?O_?Dg%!qXmfWzcVp@jCpB6f&M1+hFL*_9SRaW+w61d8$KV?nuhDsWghmE<~X
z*Ed~x9pI`WXIZY`uu}xzTy`1})jh89mybMMVT3t^ZGg%8%jy7_k-y?$8z4ifff`&e
zfnEp$XO^65nXwyAqzUfnII^HgNmyH0S2pP*y=g}NSXbG^;hXs5EuP$?(06)1%v|$@
z0CYf$zrR>lQ$|IrWI-)oRqeT1K}*5|^K974!jCd+Z^LbQq=G$Y_mZv(c5U}X-v-e~
zGxV53S_Qij0CeS}(xgCb_8?W`#LN<?g~?S6Dw?RDVR9Xc8E8!7n=yS5?(@|z0f8cT
z?KnythSV4E$11fwSKo$^D-Bjr7^31e8mR*~>=c3_n+`SIN6}L~B!d1<g~Vw|iquWp
zT?Yx)YC}}3EuJ$*z0F{9NT_bFEmAhorAx{w%MI^pe5%%}+C3q@TIYwft7G&&$iAyR
zTqB=5t}~N-%djoMH<ybMucvOvYfx8yMd8Wv`%7TsYD08#op2)+g!{eMv}`njWV{l6
zUav8QxllI3MW<qlQH}sdUnc5vOIg-pCb3E-Bi9xtQfOeg8G>buox;i<@oJ5mOw~*|
zh``Z_Q~5;>mwh$e*4e@xOT*AT-ZF_yine*9)=;uQEZc~^CQI7aWMKw(JZD?L&WpnU
zn<cK|$Tk-C4uYaW1_u%*QsYs>HcWmm!?vQN2=Fd&Bo_*C6D(}zDdS<zNDH3#RvV`D
zi4;`1Jmrpj!Xa>P*aKS7MXDl*R0=6kP7&p}#XL_ur*!*u0u9#8y58Hckz`dtcoi%J
zctORr1zg3hPbM|)jVN#kjTLI{fI5(w)bc)J$%_`sF$S^mO41=1?p3SN-U8hy6)7@H
zC5m1W=_`k!XAq)-C^!@1Z0ubf`5Ep@+bv)44foEly$!d*Hx+C`DaCHKdjv-2wSu|#
zWLk5?UVkpQ65t+_X;i*O_!#547b2{yVqoA(<CV#1yfRs{+p6f#z`dj5`ynuSeRFn2
z9u*0HELB~m-+YgbkRwWsQtQ;W85q<<q{1;|)_Sl`2}M73+vux>l?C{z<XY5C+qK_u
zZ5Q_{p)-A5hg+x0zO`;Mn-;ogY-yJqNp%e?H=U)r&Lu}2X%>=wm0u{)o~IL($-b*S
z`9=7e(I2SiqXMd+kdlz(1?VQh%kFz!`&u-{{$KJ<P%|Fvz()Y}2hO^xplFM@0Z(Dl
zD5H~bgB@L`nL@@rpcG+2$AOCKN~&+iCsS*YD-(nXm!{5d1d|Kw=S9;3r&#4`<(=Xz
zS<tmK;Yc}Bxbw({l~gNBS;aLe3Ac4r%Ou8-woTfm4(gcwHC<lvbbFU^a7`ArRT-o?
zvqc9{Gb3P&pzuM4YsRF82lm(glD1|&k{6(H=W~fV@gl!?i2@>V7KLUWo^s?N5MW{t
zw7FpaOLsi~bM3Ds@o{vZT?)_KD+hrYtK;E4sKeQmg<6)^<XNwY^2YyMyZF|OoE11q
zF<d@QeQ@KWhrU|#=nUIn5uo}Yo_`=8@5OyeBJii-!XGQPS4FhBGN+<Cz3*|mC$`qW
z7yZ#GO1BDDyH}LtHFiDI?l&e+MODfyDyn9RhTg<4)WYPOG^TN7vKK}bsY!cC2+7AO
zcE0`PBe14}Y?4!mF=URGn5p~djF_XdN63CdSjj+CT~&Rnu_A55gF=U9ggZNfH&GOs
ze@LFhspK}>m*yy1nm;pauXQ_{$)|-be$A3ra?pgJ#-_cd@3<Sr)LUnaF+bpceZTo(
zB0B)qvICIi^%2slC-eIJfqFhFCc)<?n!&9EuWS55exezOzU7ARR=ld}q5&MxZyULb
zDT=Cl^9}_Tj9ROopbKkb;Z{_?(N0FrSgU@bIz{YRhqtk0hBs!Tgv~R&p^$q|L^-F{
z9O;)FS6mf+&Z0MBJ5`#jECn6V#;Tb&rZoV^iuO?yb(u}?nk>D`NET+}Sgf98kwLx1
zFnG+EYz2$OjB0|m!aMQ>!oeA9Nh|9;_pLp4$|<LuePzLCwwnaTs4|zv8MaF+!Lm3T
zGH|v5bNC2J<^kNo!|UoRSKDkRy!R%2P#MTq76=c+0F0K?>qU)uK_{l$>ylVRa^_hx
zE{fVVuJH6Rv2CE`N|IC%UIm-c>q@p~R0Q=@FhW$|isTAKjvyfp1T{bcQ?{;41+c`<
zA{IWV68XdJCUlt0FIrNH{BC@d5$qA8_oDY0+Yfv@%;XLS@kc3uMwJ9}UIYI5e@23S
z)fs8Hs;CQ3UWf3T5zleku5p(~)t{AGf^rjo$L~p)B&~w^SRUPM_fx^_2}5z83RX3S
zfKrSA_=Z$#A)Pqh^oZqol+46dG<>CKh#;|547FmVvHMpd-(_-q7z57DkBfj%DoPb|
zG(ZUj2Schz(gAaZJd$x6<R<l^MAFI*wL$?zT67}0zEkU=Wo8MvJXM{d8qnHy?R1J9
z0&767^m;<3BA{*)QVUB$EwU0?-R2ZIHd`8>GVYY*l9;rwBLtTv<Jw;9`!a$%RD+9~
zMLe(b_i7IVrk+gdeQemC7y)xereY+)`8!?1!<$uWZ2sZ68py77&!R6D>&P9WifN2e
zRA-O_&QKzJ?8Jn%sHWw^;5fcDg*A`Fhz<P$gQ5(>2ld%tDOh-@AT!C4mU~Y;_if`@
zTq48|(fxs<d+g$-4SI2DvavL)AO@~`%z+H^a9#$nhf>-l2-=q{ld7vR(~;e*iDol?
z(naHRE64=S<OuJCN#4;55WcwHbVt@ZyC&U-W3(PD+^bdm-K=7g#lk>_jO2xha-^Vv
znmZOAURPhaf&$H80vYlvI7Ku0037*X|4j|sGjwfG)MbJifI*E>*M%Nv*243l%EWib
z4_NRDqAn);kgc*=h>;&5Z<d9XHb2AtSk5($BOB&?*I|2*QAsMBz_F?cV8PpKwR{GO
z>W}D1kZIOZ0NOX3qw2R+4*|83(0n3B3emmcmbI|z=L<Gl@_H&5)uLa!Un^MMIZthd
z`Bbp2@~j@M_SB1khEA2!ZGcZ^<>DrdS0?9ms%d-%>a*vUkAP5$=~Sc!xnBRPNXSz=
zmL1!mB7<ZBVi2+}0zD+tw<v^KcGi7xxWStuSs=Mozj<e`<hn`(T-Ew#ig28$%4w24
znf#R|@>g-d^Mp)`<O?ly(TMOZ_tH>GlD{V4YmIriaCS`=`<YGSO@FHfS9@;OlMfHu
zH)E8FC%c9i{qhNU&%z<t%C4xTB{k28GI%ixA5`NZuvxBg4l6cZIZFs^t8DkQKYpHV
zXn>+<fMYCaa*LKY*)P)l%|_K&Ut=WlvsU}CaJA(gEj{<GJ$AA@AtvqlKWX#?0m{mF
zg{9nyr984Cr-xDxjcp^`k(g7mAbjn{SIpLKyu5tPl|RypB}?z8HZZAPIo+yU)5Ux%
z*K8IJI84H_Av3Nyl3${O!<j)&V=ZfIdEXeFo3Wda!78h^kX1>F6o17cWT3$+M?lI!
z$L}rQ+N1QvPmlsfd^tD)CI1ZD;*N(wy{6|>-4$wNm=&+)itSS+y79zj$7gD--N2vH
zwQSN`h|vJ^V=u|cxk;h#^l+GoKV$ay8@8#~hHWVc9Lo*n*M&a@3tz5@|0%=vTESwD
zm?};3>t4H8!K82%Ot=-mwSsxlaTQXkR>7q9aG<!1NAmjSu+13I5q>Qij-X=YVmRE*
zaJZY5$=``)N9@m!0P?IAN#1F-Q<1Py8B~;9OTC*FY30Un(nHL_rD;afed=y%DP774
znV5;6h+5U9cdfcp{YV>`3DMcT>L!7OBf<ShkY#j9A6-&yag`=y$|+wpZ%f`f;A@$A
z`F|DI_@Oe$&`OQ7l7$VMzf9ue)t=^=vTuf&hN5>(5!V<odt$`k=^86;TY1dppPyi#
ztMMkg1O@mY71Q3KfTKqYslvw<Rs}*$UIQU~--6E?AZBdMi&Den{36|7fOv==D91?L
zGk_`e>+-~N-`W$A*iVQ_yZ^-mQ@1CRmFtgk5)CJLWJOL8F-#WBunh+`NH>d+S{2;t
zHIS4ej<kB0k*)o##Ll`E2^Q9|kg3v8HkED;)>#<P0`hby4N=#dpQkut$rN&U-Ow&Q
z+2DwSBozA3qEpg{oy?UlGJUHgykinO)qxe^T&o;?aqse<DScdk2JqLkg*kt%6?_|z
zC+HIXID(LWjlheM;l{`-ZjV9R*n1@jBg3H(uQ*I--c%9PLx6}B0SHIJRmE0vX&I<r
zN&P#QLOItg>0{_g2lWA^Yd0zbwu6q+-odFJ{@Wu2Td9BS-RFLr<>30>!}h4)FR!Pe
zAS6I6H;tf@+6DlEWoipM-*nub;y%rBQVe6MKrMl|SCgG>A;88QY##}ky49a)_jP>6
zBQ`G>puEfr?~9+W6^sqoSOv@3Nkc3uC=;4D?Rii%^5}OM{Pn}C#r>P`o((@10>huF
zNSaOqutbw?Dw00vDk-KSZG#H_Bq!fj&Q$IqSlx#rtx5{uf1@(;Pwr4u1Da7e=F3(G
zE4j&;{8hJWkr?hQ3DU>?w1&n`x#I}cmKz`CqsGLS{FQ4mZu-}hnkEpbdTsrKp6t76
z4@+uQ)f1ks&~c<he$1KCGBJV)o42kZOw>(`w#NO8qQ_?Za=smc#V+7OrjaI6^%J6*
z5E|1}HCC~>mO%$eh{GT7aiUWNj#Leku^J%_*!?2y>b^)J7-Lw7s22LItB1a|$4-_v
zu{UftZ+o&v94pp2p`>$V7|tX7b&k5GTeLxSe1?pJuCkS1)2&RNTw@!<7+|^a(L)Sh
zhq1}os~O&RChGyx*h3D-rL&$mzmQLKK>dLL-8`~Jt<2qqZBCWB@Xs$X-R4;Ivxbf9
zO<(a^j>E8WH)&gGO@7efsyegftmEWdp{ro7#cGTM{$}KxpxHo6cHSh(;81AR_)chU
zf;<nY$O~LTEfx~O3xsF+3N;nmd(BX2h4*?ty5^=m>7C*{!yed?AL~lS>htv-+;MV7
z=Ff05W^;U{O>el&e#y7r{n>eKks18h=I2#N>X^CJmT3PN4O(I^N8qnA&uAgaIf7cv
z6{g>t;B&{Sw64sV(lO-3C3OR@uI+xUU{b7hPlBMYc=l$I87QjaF?$#uXs(a#DLRvn
zipEyQf^MW;Zyuw1zWt#Q82(H}!dMlrN{GzL(M+)QoweRp42MDk#g#>+o~n+(=|XA4
z=kyLlO_3D%*sx8)ntfaA*Y&8j*jxf`vsq2Bd{G1>BM?BLM3=&<A0b>Ae{Z5U!~fV*
zF=x-W4BISUW0V$HP1oT2n&wpuo;s*R6p;zgkA5=*<C=&RQ`15})J#_e2v~Gg3sB&C
zFf)+(URWH7*!Oyh^yz19lXibbG9+i4c4jeYTd3Gq_S6xanxXyXUy@v>LC9F5kF@vZ
zDBuhx+E9(#W=DABY{w&B<GQiXiynj7HZP~{J@GstqL2{BMQ1g`S6bfuk|sxH*sk-g
z{XHR*aqo@J&HXW_s4*|s?hV^FGuJ5|CFe~QLyQ@=gRVLQe1Sg0HZ)MEdb{?Qpq_er
z6YYBs1t{X(9P-z)5PPq4zT>IBr{dF}M=E;J=4TkTkzW%WW=;nL&b=}C$z<dR=&H=C
zBTB?*5%kCWhl7O!TLfp=E{TNiI+>_o4qA|O&j#~zBS*z&O+(H`KV5ao;DdJmz#gKe
zXk2UZgQD^2Tsi`OX$VY3T064$J1?6!gUq^o^R~Q@CiPS8Qs>nQXO??V4<lIFx8_d0
zd(|b!OTbZ7_g537OkLYm2Gt__ZT#kNt8N=^hwb(|<!sA6%h^A(nM&K+u4E~N^S3@Y
zL-P2WQ@qZjH|?n!j2vjQ<jG1tF`69bS1&0_1kh$&VY3<nkb5r(@1oxXZo7Gxkng%V
z!-N2sO*K{2!6y!{_zbmrfr=O;B<j7^I+gZGpKX#f<eRZu4g4`&;7nPJ5ibi}*VRMc
z+GD4%mWk$VqGs6U*B0@9keOtOoMYSeZd<yMPu*}P364y@xbd-$S;oaZwq;lz`54K8
zKfmW>iRi3Cw&t$FK!z{mFlK~ozb`$RENcWe-mV|F%zZp;-~8F_0b%+o6+_Ea1vfcs
z0T6Cy*aihmqyTCewuRm=nNw^FJyh4=zIkuIgSfZyUnmi5D+_AAToZ-stK!EhLj<^9
zpRw5~O3`MWQQ5}AHQnUwyxSU>)iFn&u{Nu!47IJ5nW?BUe0XRa6)X5_VO$+qk>?1n
zD;g}EB%Q{G8`Jn+6X>VE`SkqS?g^RVqurCw*%5NBU~ryfzsbOGd(xh*-8&mHZ_?mw
z_*Ehx`cskC?4CE!8MbkIvacT>N{#w*squhIHxm#WztgZi!|hhL*=b3@X@c{6-CEF8
zn|Vcj@QcS(gP&p8UJDo8yq<d@QZB@0hDrC+yUX;O72{1N7p$&)T-SW{rjYk;7|GY0
z2cm3do|w)Hlz^^<T^xtQb=8`bs{5`cb+sWoQ@s*kZ3o84mKY(GE@P+=BfSzuEkQ)Q
z>+-w}cG~Y$j*#|sc>nT0Za5L=_4bo;jYezGXySRcHEe9dc1e95*EeiuRAyL1<0fZ*
z8lrTDcF~!PYhssHhAR>r4<ccL53%d-OCy9C0e%g{_GIPHN?rG{CBhImCOw`vrvGLP
zR1>x7T|ZvAv8o6+*~;IW;iH0i+1Y!_HG=p+f<+pth^z>1<&GJvRoD9f*=oy^Bw<)V
zxr$w%P+?o?sT{GeX{YG3fB186*nZQCRo&d@8rAcv7<J_u%qN?A%bV7AeN`;h&)8tk
zET`5r&&Rx*H*I4xX0Gj+&7U=F(@RScS*zCM;~J5YajOi@a*dFiE+l_c%v`$u05a5F
z^L;DGp_iQ_B<5iIWDrpkJ1uYHzvI@FLG)X@!&ERXlS3v3&d&~OcgSB?(ymN?U=MZA
z7ma&(p69;~1SY#tXiL4JkS1s;iBhBYP?KK7UVjI}!#J7D4WCi87548vY!BOO4U@u|
zQ9+wNxYhsFUz5x|Q5$r!b+WiVGSy&Sy;YCwxrx;ZT^pFa8oUlXj1(Q?O5@zMVyxrJ
z1ZY(;_vspqFLmm5QEh$w^i!1Q;5XiEdW+Fq*Ke<i`j&0*>?f@LwZh1^c2(d&sepds
zuw7iX&KLpc5`B78-B6^<<CsC34Yp};2Ag}!xAxd+zf;bVNe+R+?N@Hs#7b2{V%JQ|
z01-9US{3%nS=(%WbJ&iYg#fnX%v`$txV`pG7BaQbw63S5IJjCeL*ttGc_cvG*@TQc
zF>uImWr8R3?N}aZo$dH=cynqhfXof#HFM9ft*Sr<8`rrjlED0CEassN&>kK>Gi=Yl
zj0_Kp?8toPrX#6dTiceNlBmj%gX@pmQ>D=<X|7k*^OYMrhhrP-9t%lqqDa_E%6A&J
zXNa9ixFI(3S1qYtF`3`iGW8xBoaO$!=EyJ1f&6q>nQqms6uK*~NU&})M+M7H61HLc
zUXNx>70d`dFZ)%(wSukV%{@_9Cf~E?1MU8b=XvsLLO|9;>1LIh^88Vyj8lu&fkD2=
zniA0FZQdqIj+BYpb<3R;t=*p@X<m+-F;X!vn6*n+Y`+%IwMxuz+poLxYRR@t+ALB3
z?X3IHNV6sKwHoAU&^@-NlF~SIua9h4Z67oE=D?HVGp;BdTu>pK5K`xzVv6K|u&G#)
zu_v5CP3bHji^7EX+Y@2TptMEBtgp}RlFIRk<`DSaFWab9OYP5WqAsUs$&7co<A{Tf
zk6tWV69<{2w4ewR)#4&|gvK`XMykil9t(4vGRKloxQR6+Y;(f)w?hnTeao=@0A3l&
z9+1kEx^p~d>OD&Uwf<g5LciDL4i1wOP-}(pdsIU^RsejsSID+&WU$TV+#mM3=}GKz
z&mNLhm@{mz9A0bkL{_W?1zooa2LH!dV?${&qa7hs%-prA*yb)FE9hI4Z+_g&XwRy;
zjwAb;vhX(Ixw@aOk&jq0KU2I(Jgkd&4_L<%E2}nB=i}JS@ikLEeb{C#Q`ewR`%|n$
z#Hy9RYU^B1Jq}8q%CD(BQ;^r+=QsJio;%_o39pELeAr$sEHv3OFZ&hh&7O?|^QNCi
ztDN=UXtrTn1sl-jH-~ZRCUv)m!-sS8D?>n_OFaobtw+I8_of~yN0tQCTl?ur0@~vz
z*5>WTxv7nlEF@0>@et+Gg2ugIR@i5RNQD&m9>ew+GcKzeYfaNlW}ab*3cR&`6*y1J
z<#Lcy_l9ktjgYO6P+bD9Sh4Wt8bxZ+RxX4?)uPDgWn39`jVt{i5ADpRaV*~yrNY%7
zi+L8m)<wIAzRl($`z`5^1eOrUFp|;ZRr8mNk1y8TGP@wo+2Pf+R2^!-8TLMy83=sd
zmn;u15N&)`wAY^HBfadwcEht@Jj6xrnDJ!6z2#eb?6kj;n}p#fk9q~JXZcF|DBKt#
zQbFhHzJEV`?=Rc=7|uK$gc)3Ym@ZSYR2;Ho-gCziL5xuwR^|Towph2K1ql6Z43OjA
zO#(BowX%rnmAy$w$SbE_>?!@vunmeSEY)PBRZO-rC?cXSg203!%-_r!8*H;V9$tUh
zUW=rvb$wHFyka$keE!Bkl$bzY|4k6_tolw#Dvz)?H`i2(U|BNP9=bjt9>-%{)Xn&t
zrKYb)lWS{Zl2hwg*pCL+7U|#v;iJ)>d$5d_Ehy?wy?)+&i+(tywEKaA*U;-t7HuMx
zg52vlYPq3qD_npYln5m4%A6@Xgs6TqAy3Uoh~pVH{tl{>?=#^{1;c>>w#rlNSkii6
z&m;@6Tf3(^zgDZpyazWEwR7_;K%hV)(y*v;WqtL-BH330PL4<)NmLFhzcQ<KhF3(P
zR_uzR?mfiYauAIjR9BmC$xMZ7@`v!UmDu5Gay*%qeVve>$v$4^@`##$N^^WBCB~=^
zepKv-;_dC5ga`JFM>DbWm)E86RN%pisC9+gTzwUQ>v*uf5Y;t`Q3&{!#+kP#K;&4f
zu7rCCXEA~aE%qy|aBjI@B`~bI@hvGZ++)C~PCElE_ZE|^SF3OH%30f(x7BtyD9EqO
z{qok+6nFC<_}=9R%el{NhOv`gk=2q`Hr5M@zMg_Y<%>Qp#T>D|qI=`NZLrgR!ks07
z9PI!tZ~A4=%t8zUOUQiVusz9A@~-t^x+k_XX;N>qq}VZLB%tM5VZ<l`PX!pnnzy+i
z#EuiPG9em|d|ulV8Sr6+m4p~I$V}{}`3|<LJLNvF33P<UH<>@gW*B3bv8q4`SXq^q
znK!1nQ&E1ol0Yfd!9J6)8kG>z=G|l~P|SGD>XpV<737CQ9LDW6tPEq`Gb-{zT!i4>
zuwB`wqPZ?8K*x8AiZVHmm$(#~@XtF(CJM5H3xgpCBVJ{bo5rMUFu5^R4uT~!o+lnR
zhj{KsLWpJI&A4PXgXvnU3Wm%W9BmNw+9Ln|cJ3z4kt9jZ@KNUBf_vWobbK=;OIybr
z@IWA<YAQ*w1=_>mrazyGsyVWI#>QB9XnbytmjjE$r5|ysyEVsO&iZuXPA5X0qWF`|
zX>;@dM^dMYR?IOj1?nBz^YaR4dsz!2pRO4^l=H^Rwv-Q3qSDt+_L*Rb%Afm;P)AXT
zVKTjm2QfzEB~vhS+($w)xW>*vdw3ytE0yv&wd=*7PCzwPmJIgkGee2|^76S~TFA)+
z(1UrM(^JMHWu_BJiz!R*WVv>eZauJjaK=cCr@;-DOcLGg;q+is>XX{t;VYAqs;7&i
z_Bruye(EM=rUWJ=!5^o;u9@D+1O{Z{vCCd<A|44|<1waePg46xJ!bfTV(?hu#>-xw
zi7y91h8Tbu7kqhL@fn70nk2hGNL~vxPE#Ed9u1Fq*x_!0Y;ot>&D2+HDMzNkd-~7b
zVJHCJb53!TB@&C%ye18<!0{>mMD7_|gc>Y+wucD~V**$H<w`oX*e;QbwJ&8Mc#$g&
z?_y?+-@FW`9Q0!yr<HeRPbQ;~RLz^^8O!r_<$YU0b3jZ>rra6tc~QZ^u3^Q#2qPHV
z9VPh<GV;#ehwo9Tk<ZKr!1E4peRYgA`LdSg6>wgeKpqXdjs=zC(eJ@II!C~`<-lS`
zu{;)T$ty}==U9<}Z%0C)$@-UkKYrcp0hPVB0LAQ1M+yQ+I+-MW*`D`@ha$OeoTF1z
zgb_NN_qsi@rae8Da#QapdAk0%7<FYRX-smRl|EH*wWa}D(k7V?YOT=o&lDLE1Uc{9
zl(S_sk!<aye;Fq{F?)W5CkxkZ`pRQ=2~|94t1GwM_rNq-qMcLn*G&1CD!a?rXWW(>
z%ZIOPQ8K>vY}xZ6b@6W$Iz@ug(P*KuYau~51(UXtzEd^-1cB<a!I*#gFy-tGAGI44
z?zqq6C}$=H6iW8`aZes1%=`)1>&wGPeO{G4KZRrACLT&Ysx$x6#YhCe)FyUZGoH1T
z{7fxJP5b8`LEsR!PB9{;O=c?UzIktnCiS4Pshji*^=gNVCauAUMPpg{Q$v{yCRmK;
zsLjzoM{UmQ{4mtowq%k-eo?zS?z3ZVU;E|0`&1<P>gbF$))EzK``?N)ZN%f{Khq|?
zBbRiaU@ZM|jmNIZXb*(6Fi<>7VL*k?e1gVi7GHb0=`q{ENx+8BFyz!q%M07^l#v3N
zr76%ezamL>R8V+~d)}@riMx}7W70=2Q}I2Kt3pa(yhu>W0*H5&<<4>;nD`xB181a_
zjUE=QWTUIh_J|gcnW7$$8V<IroeF+6i|Lo6^rL4L=P`B9FSR(8h*0_6=hR>G^}qdR
zhA=Fi^t@g63Y(oRc(s-wN5}67)ufZi#)a)Lg7fyvwv?4yh~kMgEgx%K3qTkX3DxBV
zl~WH3Ksrg!MUGDC5Y_yXmwvHbI{CrKVCv<ih$%Yvu=<V?rc>r(1ne14Vr9#3`F@B$
z+r?vxkc8pWby`Vd2CPWbPB1<*N&2!qy`vB?rlty-x4ZlH-^x)Vl3?U`+0MucZB66>
z<@02Ql^Uhf_ovz&OF;=fO4HP0voc|hDIMujX{0-<Q*_mL(?lf(;(T_lT~%jrjqpZw
z6gY|4BEmp>HgNV}k*xI7@=hPaJjx_X7vF!`76UAZ2~6;Dv}X$%)*fO5ByFggDNPC?
z;9wyS2I(ZzSgoNJKNYc-!8nS_VD!Abf|+SNC^B=la=!Gk9dT}Jq7|X=qQjh?0+Vdm
z9<x+nDV*4>n|KJxVu}SROFT-3i^svWW$gN)j7Q0lapJ#kw0`@i5Kzr@pJ5d>=5*Fy
zI$dk)4pJmYa!L=nqk}S+oJUS8&826_*j@tDLB>UvYj@oD1~ol6GlaqX^MZ>^5?xQI
zd$7|v;YIDcU-o<up_QRc>Kt);bn&(Ow30^fq~|3fD$ODc!B~1{44S<Y(tdxq#$!8B
zM^Y^3&4Hu5NpiXuN?C!nJCuu@CO&njuWV#zURP2ePP1^>1@hR#0>xcokeaAekXi7J
zLAxv$+3Q<RVkH>q=PaX~_e6e3j#<Ho!3l-40I~$*&fxOQUz+;;pF*-LVGGq^J+mEz
zDPqo0s@O%G7ltooF_Awzs%XZdflOURAE#<(7r#~{opJi`GivvIDlScSSey3**(rBw
ztrIieJw_h3kct&?rky>I!^M^?BGKK~b`#GqabZ0?oxKdtYk*+bWH7%kXhzi(X{Rjf
zBOM_nopfB(JAEfMUE>**rH8Eqb&q;|x|ZO`043hHfbAtD4|q5NhQ%@*L?}+rXOajb
zWK=MX54gQtJe(vC#UElA%9j`A*e)Q7izq~bx=d<f8yEHh9t)9~0E96W6y8*DN)LkU
z6rJB)!G}S*d6f0W#it^<agi)UB{mVNg)H)KI0}6ol4zvX>Ln!WX!-powpq|o8rpDW
zIP*Iz!t)Hs^J1A8V2tY0N+}AY^q}-qL{9r$6AvTSM`*u>kK*pJIl?2V?DeD|#U?OK
zt+L2piH&SLCKqWYR0^3c6Ril9L+f$m0guJ9WMkoK`M9$kMW3<|>TX7k($NQyT^bN}
zEy9E;QL!exOk>f~JUeXCt!wE>Y7fRqA#f%_g*%j^G}A%Tq$0m*(rs<JNykyzW;<hN
z8cHrHoLwTZl;&YP_C`f=6khs;{Si-OvvD2Qk+ILMWFB)&yja<z(EamYNZ_hQN}x2I
zr6UM3{X*MBWlh(3oiMUIFr&#90;7B#w-;@@>01iagJY8^D*Zp}|Gtkwz2nJ9ea;TU
zB(EPcA3Vd<%*;fU*Q!sCNGZ?z!=7w8bJNbrbb80|lo2xf{XzE~@nB`JBq@2h5SW8o
zoF=5yOrfEK2{L;HngK3-9m-uAkQWOLpZYNcf;t5<z7lg<K29?yQy`!`8P}X{zxk7?
zc|{Q<4p}xTnXd%ttjzGaKQ%s8_@TG(moFDlh)~5~aV=)v-A~NJCl|IPa!(4_o7-p=
zb}QpO(~l{;90~wte&&SwG~oS!;O#O7Gj-KSV7$-V<`Mak%|oXw>|-TB_NQ+>V{w!N
zLfC?5O`6G3c85f_uMfTa`k&t`nZgMYRp*EX5#a}$-|xms3~$=aE*|+6%w(Ow+`Out
zLE6q_U{m5bNdZwBa0a#JP5<KNX3|kv-V>F*(usgwq;RbHHjTrk=QCaypA`X1LHeGN
zCY!(I`(OVR75NrD@t}c8;G~Zpz6tZ5-%3X!Qb^$j&h=t&A;}SsTnJzn?qIcL$pzFA
zz*IjnlNyB!3@a7{nO_8QgylzGw%-=Xm4iD_M8he%2*oMd3~g2RvOPmmUhbnLhFxfI
zj)i9y(OS&nV<dW?S6sdbH8SSif^?*tUQkw|nm)RYO<z4c*G6?N2v0gAJb8`qT*!hT
zJtM+7HE#4XvJt8*Y>_n!i8B>f^cgG=f#5M3vqhS*@URfa&8f?EwkSb5ny-u(u2UL7
z<R~O5%L@S!rVuHRo1r0hb<8wojRjh@VoFE*R{VBdr*X2F2s36!IWut5L1|L%xSnZq
zh0IzSDlz~~*a8qnq&UeAUTF%?lQY36D%<n3F-jJXEm1Nt6VlExBWqZN(*6uRpC3Yg
ztmF)YU^(j8KmSAmqehC_r=i}_U%D)FiIB)LE4`zY9EcQ~(Uc)WW3;-LJ34|Xqk}$U
zjRoS&KW@12=fmFFW7D<SLhZzv*xv5GY3Ce>3{Lw9V={GdeSesFZdlEB@kl?-D;<YO
z)->Qy!T}9Tjy1%X5{zjks+=QQo}(<I7=gU51cI?9NL{Zq8lT6RlPM5NDbPdLDNRla
zkFn-?%SGOE1ZH9g#+!o}%$(~$dtLUK8%_t+%(Tz+lQJL?i7>LvLxH&&Rw6MZt*~-a
z@E-86fCFJ_M^Tuhd>&(eryzh&U!0DlcH}sq!QkjHvf<r|l7;=uX-wUJ?gJveSYuPB
z_Y%!phX_f<#=Kx4prEr69NJ)tK`BVYE?d%W0-M}-)~Q$C{lJGEUioGwOyYbI48LQO
zU@XRSV2O$m3RlM*c@r4*M!+eb`^JSh`SPS_8IKs|(;fGHORgRp0cVSE3C0=6BfpqP
z)0&rU=}+f!DwiZ;I~Rh~Yj(+93ZH6b<KiWS8yA>!VdYpCFc&%2$3>L68zjIbBBX#~
zVQ9;pFgzn8qv=|~DdoNpr(9&TYs$rYBH5Pbnu}`|qE*cdtGsOcG_R75uP{*#ksy;c
zpRWIC{ofyuS`w!;00}tt9SBn6Ju9OIVWY;Ab_Hfmq8Xcnm+EJ3%*5U!XjJDyF1{i>
zb+H6*0qEL&4`gg|I>mjapOMYH5K1cDF~?<OBPt$I@RCMdG-iu5V`1RmT%`22Of$}J
z5Rs3&H1)JY+E8_5J*7!8Ql<b24IE4cYFE}@a{o)Nf{*4iA9nm9lPr7+Pu21^qOuu%
zBhE1>V5MX&`hVD@u{j0}B@f$js6CnHyh!almI($_W|w%fJ@H8MQ1Te@)v!8nZ5g}1
zD%rrvq>@hB`I&5Ps@$*swFJ_D22>g_iqh|tpt;h6Gw0KW5j?TwjV{fYQA1{$F3Yv;
z7WsLG5nJqK<l|iZ_2Jr0-`b*c`K32wbHt`ocC+lCx`|3tvoM|Fh`i}ORhWEp*5uul
zYtafL5nel*-^_;u=F_ahYR6-*v*WLK?ce`T`GkiO%ce~beIWT?-0c-&GtCSHC?vuu
z8hmMXpGLPk?)z4^dY(<WCu}eUV7ZWjo7V#I9={30cGVG^2xqzDTc-vr&t~HrdfuaN
z!>2UU4*|hUBrb#zVge4I`E*BwTURsNlQ<^6#RsLUs1nKRDNN+)k^DvwHblHc*i&e+
znXy}k8JjOU9ba~BN-s(@Y8jm<pJ1?xNCasKIB*;s1Wd-%H9>AHf-&tg9N0|akSc@%
zQ5S2|EU^iTx0*ByT=V9WbP|{c5*RxH$j(-;Yj+4(sAL&2M6pqC1mMmy0ee981v7ob
z^)yjly?pDL2_PP4l0-IkC5ul_y<Iqt5Rm58MW%toGw$*}HlTRPxJ&7EIw2hu3>LW`
zFB=alxT~4#sp*XiC|(!ID=t!Q#bQ=*^RjJJ&RcE@trqf9yXo|Oq1`Mcv*Zp7DYES4
zGow<mBoz+7j*Y+mTT$iE7t^-3^Fmih9>R;5)o9|$2uf6k>O?y;(?x<8u)sv6`aBxi
zLed4#^s{B-;RJcK*px&1yT7L5j9ja5y|aC#`Zr8+h@>fo#>48knKlH$lc8$k?A5=X
zQ8EK3SazinRZ{S&YMB*ErmRTXX!}@Zf0}fU*@uuB%mkZ!^|jVhrU*dAQ*`!aK^vKh
znP8EV_Kbuk9#0YpL<Btlw&u_DrhFrtt=@h8A>{ukSv<<Rl{~URBYdva?43W3KuVdp
zL{zH0-?!=9gfT|uu#PyR&va8pQ~Gg+5548uMqhb`4(%dHZ-XS7cS06C5RvaOay@;v
z+H?A(S(s&<J8|axntzXy)OEzA`+SvT_n9b+qoWg8M#OZVjh1)<N{=KSdnGvCw~vza
zpiGC)T!`F4*fLVIq<)vkjO)BU>3WM(V@f2t-q0|U=imSVOn7IdMqJ0c@U8)*I=-4E
zFp+@CGW&T~+3#alq%UfIls2<;Mm?EHoL}B25*HJ2D9xwG5_xnb@hwPSF=e2^m}#8a
zsoFzHd>Vf=W0<pmzpw+J3y#Do42$2bWRK~lH=N!`H0~5Mt;geWibXAgj5wtaf@(r1
z!VfL{`fY1hUI_@v7P^{)d(+q@i{QPS&+*63L;^yX>tZiI$(>?B!#r!({rbMmROZ7~
zz#`vb;CEJJ;M**J`brhZNrE~z!AuiP2MNHpgy&(qLWU!t?9C+kQUz~VaUrU>5NAMX
zt^pO1prpBcf(D%;&OZeRNnrLeB1qQMbXRat3u9OCdOhkoTs#yBKFWPBl4mZG1@e;x
z)j>_VhUEUoZFQHI>{33NLiB8b$&P3-5#BK>N68x|ygAnr35nXsNRVcFjOtvtV<n`C
zY9!}EoR+U<xhY^aGreCQJ6kq_+~*O4>_;}-Nu2S07){T9TJ)*WRNvlo^s}QxQL=&}
zJs1d6AQx7E2-P#9{ebr$fF4jRz%v<?U=N(*G)Z_{IXPZg;3f7sVso05L7hU(srZ4y
zpO&xWJ9yLhQDXv5twVUfhcHV#7FJQR%I3IN5lKeL#GF@}uo9tf1uV{IGIoEI>>R<z
zK-h;q*KgE!3f+r;CxI<UC7!wDEFeqLA_mGNp6UH*s9a<q_|y)2&HX&4c{9^oM3$K$
zc`wR)-O-6TeW*@gzRF}UVD%cg+Abu4(JdqUpw}Q;EU9hmN3yY*caqp-Pzo_CYhAGC
zn=pR$-s(PKCmvzQSAzO(mOm%ikYV|{(wj2kQ5cxdX!6#iBJt}}*PAW#zU?s)nnj@@
z0AMpD<2v3$`&ytWRzi|OVn{`Py!XLZ(9F^qeHo`bDq=Jy7=i6*4`TT?$wpd9&|@Qp
zoWl99Br=WpeJF`7kB8SgY^J<}<z?I1mzbw~IRbLj?q4WZ9X@oFn{P{0VDt>EAbHQL
zg&Drt3RQ^{=X4xhX|dzrn_#A7JNMXRZIlBAAk%}JdAc}9UXCrH=6ze4nA+nd0^WmS
z)Vn1y(#^$$Av^6L5{b_{k6`$friD*_iOf0fOiUsXPqGkRextp3<fUpd-NPzJ^R#Dl
zlBojJ;UfG)+k_D(N`|l}uSx?=f-2~lK^+S>((=`)>u~WMksKbm5Q%bc7oyF8RWCy+
z|Kws$rqC&|uTsZ=QjUi!?=UcmIioU4&Ztbi1dt^Rjh{%SDIm2m@$kj304#w$9GlOC
zH_-}7JPb1HyqKSO^mebGDTl{YoaBz*v%<63ry|CQ)*&bndcL=O6lMNQb%x0tB??4l
zvfxWz$8-h99cyZo+<m%}ulA?=YL`)yH|<>`<q&`Z31$LwF|pxxOdF;cgu>@BYH(xl
z*=%PslZQ>?F;nq)g-En=pWdIgV%f@GH)Rneqa^V|$vJItV9@#~-GhH&8&xwRFMgxs
zDChV+B7SRA>h&K@AO#&wQg7x`4n*qGFD40*lLrYA(sb6xl=}5CcaDpBV4k7U43Nm1
z@|{X~FG}O=_o7V8>ApFAa)i;Us50dYqA_wah$O4c_q35_epbY$UPu>Q%?g8MEAg0A
z_8Q&z$i+svOY`BYf~>8NE<8UnL(+F~%BD=ycbJUdG`>MJLvjud0i-&-B#cdd;7@fv
z!ufBf+cdt4OylPW<5wZB<MB(f5BbQ<VZm~KJxvNqiD3kmEGF8Ui%_*u{3>W*ik}#i
z#&|SfLyzC+{7W%=cm$K8vl$W2&zvnn+~W63uRupg;}Le%kIYyekCEtA`FYv4#f3OW
z*lAvIT0s<ndFDRO5KGAtiIQQP(@Fp&H{^xK?2&$CLpheF(>qE(;c5ICFJfbAX3L@8
zdjW4CR{`)C4d5B?Idesu7mN=u=Op>+E6r4GbmC}^iy2m$)WI5k9&b(f#KNWxCfa#3
zL_2Y^mX|u;(uTUc-k#Tj=I!q4A}=0!Z@d@DRlU6IEXGBKq=r>ZZzg#;naZY-GaL<p
z>r&+u8V9CkRPGl!0*mC5DXRXQX`gdVQqk~KpRWk-ORBR=JPGD_^PjqKoys1R^5-rG
z+31UmL<*VMV&9)SMW#6vqGzea!b9T^Zyp|}siRdbj4F@v0_61}ocX**aikuh0v@$T
ztC&2DTx_Y=G4~ju`RIQSz0rS){t(60=BP25&IF5`GQd;5KxW)UKutg1D>)kWdDU?4
z{L=CN{?GqFZYx=RzdCsy7P>e8wFIUIGneK-Oz%@*+Mg=OEX|k!m6p_HS<`eb{<`;{
zH_SbqMqqi<o^$`<w4Ck}kLM>CM#j#=L39N^nWl-%H}cNwQ%)Rxok>3PZ3e}3U*eh9
zMPo3tF|WJB<l1!Uvg6Y(NR1J$*~wX~uQ3sxS_oBLvZnWQaHRd`jpeA$l;B#9>H2t2
z%7$&cXFTqi^Kd*~@!s4y$RBead<RzI7ZOB6Z+K2RF7oYG)IRS_)X<w#>E_70iP=}e
zwio;nVaD|q;dV_eQ?>V?ZBWO{VNOGoEXvROZC*AM%S(~xfpy`}G_Uu)?E2`H-~T%$
zP2}6uS6(-93dXn6N0M1oNzOn>y>_!iIpA!w!9E!=MZkjG5zctYk-DqDE1v67MM_U6
z(>qfI*-iVPF>O1&Bf@JDzdA_{*-VZ%I?>&@$ya|J`povwPMq`VrGlZI3aVz_yE2zD
zA8smmjWbn%CDSi2T3p1w&rG4$MY3HChsoml(?;#4j=PbM!MOjV3QMgm;-66&n0W;q
z6kBz!BjD6U%F(dw1}uZja+koas+)l$+6XVfqz!{hB)b!%x=-r@SH_FycYp2iavTaI
zEf+1BG&lTLu8#uE9Hz;ePL%i+%PwMymFkdCRGNSE$O~jTQP|Iz?7)<AAFngP^tfw<
z3u@KeoUiF`o1RSdlj*|=wlyEiWQ?|WcC)BRH1mBWPrHRx#=<B$@n7@moj;nu$Wl8H
zm~!Vp)G1Cb+D<2uD5X&dvE|36v9qV*aXk~#!!w!~ab8f@Oeabnf$dQ#s(mzMPTH6`
z$&R7qT93>ruSf0&5u2I78Nbuilc08<2<OyJc*ukgFX6*4@B4K(Sd5)4e`ZPl*}~Hp
z$xxk1l9!gWJP5PI;HKG?(UEs5OvE5;c2b>qzgA}|l3>#8o1~QYc;t@j_XhjX5ko#H
zT;I5m7k^&ip2bgKJB6T|dd<%S#s}Rf>WJr+Kc_FmOau9i!^;2<x_#7s^E4DyKv7yG
zN(uAkOz=EDlxU8#t&ND2qO!|I*CHQP52B=b1#+aH6DR5KNL(Y}{>^JolA@)l{`_Ff
zn-3$`*>VVYN>3gHOe!Pb87Z>PnUz9tha|u0Tt!UdfN&J?XuU7J(p*8!uo75Uh0+YY
zgg4DK7R0G8d%R2qS#S+kD!4_S?biw(cT$D85I}x+4F8BZBwrWFGZ$C&vOf*}*IfL3
zJkHomxicywW|2?14>1SGrYfFPKMl3J_$s_l4>DnB!(Ea5fZav;bZn*^X$s}I9!Ank
zIi5Aw0soahx6_P^S32<kl0T;((~QF;^KeQtohZ{(<QnHxYUV>a=n!Z0&$1#0H8J0C
z-pPir83pEX+^gdrjC4XR86Aly%`$WN2bCNN84EipPH$LU>GjT^MIdUY+w^|g(7{C2
z^U6(-Gx-gu%qZubF=)+HoO3YmLLQsf1KSy)_H?2)pXoGRlSn2W_cOOWoCc&!MzW&P
z9ItxhQ<cW-&M~vs;i9kE)P_D?yK{Z*v{5{~%&9FAG1z4)>Ot!R%=v-9!<8-RIDW6`
zaL1{-WF>$c9MB0~?uo(nT^*wj|Le+WB|fgVU-{;|P;|3p4ljNK?VEa@f)4z|Kk5oY
zAps@4#J{DLYZ)a4kL~zJQ9l^`p_T-U5&=gok%~XBNA26tZk%$5k`<{O5~T`jI(G}h
z^RvZ$t%Q<?r|F&*S1<&ydvNN-V1j{S2yFP9K(3jZ>U%Qd1v-iBCfWjcCScE81uQll
z!R#ED+|8PEbKWjE{Q&bDjz}^|M*KU4XNYqD9ux<g(hNPZ#l^wr7%wBX>wI7#9eN+$
z1j&&t*9o>cY+bz~lI=Q)#08AgGC@5*J(SPNl+5+bXNKf;REjh8I>ao732EZV+)j7o
zC`ltre2+~bT_u-0i8iW}2=S|n7)CZ*{4b8pDaU5T=B{{L5O(b6MA$h_vM*lPJDsS$
zM<;SEHKSFgGlvm)eH05gov8Zh#EJPP>>bsi|A<py5A|=O^)UB*MU4WO(r1E&aAv9N
z19Dy@vN3bxXO#@EmDi!2)QyrKCfJ*QD1j(5ZMa8M&O~Evjz!|9Qc}tAB%3`CGmhN!
zt!GBhPUJ|Msho*>IuUjP7<$twb4rRNVR*B$#B&_4)6`?+dco|BnrXnvPJ|PrnY@oh
z5oYmXMr9yKB+aX3(!ZGuvOZSsUq3TL2F{SlF~{S~?E&KEW@5|4pF@r7U7cTz{jpSJ
z7sbQ;A~_gUB;zsDW?Ww}zHuk<AMm3t0SH4dVYq|e(wZzhfTZ}RSm7pkHT}Whw_0|^
zY44W=KSUTkZ>faa8;G)HJDpQ_O8lYF-$(pNlv-q+6;%(|BUJZy-=!$eLe01IHmB9@
z!HFdLxe~B_EXP!;e;qF)fKLUi^r?Ot=Mcc8mQgSQK2$faTT{eof#~1%FBNe>DZw#S
z#zk}jAQv9nt&P%H;CjCT3G877XFg=(aK69ru)N~pM$h;RNpZg6VrEp{QjYr07&NKo
z`qPV4e0Tj3=fjdE_$>g5i)u7LLTt|Dp)N!6_r(0`KdxhQgvSnRY`!shQjUXFI(^F~
zE)M(mg}(WA1EGXb?6md(InI%rQH<X8C`rIvydt4Q<;ku8poso`PLmSni~1k4ljg3w
zOf8nvn=`=@vtSaBz0pjLd!><VCe^2+efU6>%*c5E(pbJJZom3d2t=7aBQqK!>6{&z
zPV-(zZ*&sLQJqCUvvMa|ik!5`oHb0%B#){yB>CN-63iZwcG09}5k{6jGw5Dyz1U~@
z-Ynx={5!~ObZ45^lb)Adj>S0{GcBKedTiFfnYk?;_EllXgvMsFV|Z4bT_8pAr==pI
z;(h!kS@R@*cfLICqI~mu#~*cZnz9bVLs}y$7h6{of1tghs5gR7z!|yVWaOseQ6TSI
zD!XKFxXYG<QW}t#t^C7pN|rdI%-2J`k8=o2y+&*y;ByGvw_!~A6sHw~lidhFWl7Yc
z)l_^wqh4P{z!@nU#WW84<1QEXEiZ*PCdo#}%Z-a2q{LIN1U5$Ur^tQ#P;3)qUSm9&
z`7jnfz4+9{5$D@3t|)eWGy1NxG52piXJkE#Q-W6r$vPondu<Rx;xv=zMtD)(#Bh`&
zHBChxhH(?vM0K2TUrO_8|K`ppL5Zie_b479(}tgp;$svrJNkJAh-bEJt`ls4-_MyN
z>%*)ZZzkCEX6kroX7eF~E!0EI`>Ti7qar0156f>i^^tG?{DTOj4I{I3;!LLqmF6iV
z!_%0uDCbzY?-|SUmc155MN}D0?8lwYE214q27<kLJ&QHh+gcjrYUjA~saeJ!THYIH
zMhU?4`Xy=l1n0#yTheaNobLD&gHHiiGo^ziVelUEslxuueGkO-WSX~><GkQyyZ({u
z%`m}py%{F>#C(X#pQEd!F!3KlGG2Zv;A7+lHP_=k^pqnC{64o$X_Oz2^9h=@6Q7<v
zRFN%F*BhY<=7zvPm`Lv7@6-^R>_RoNe5PL2-vZuUGkNVQ@I?dh=rdUy9ygp9Q+TMW
zo!3JbN4@g=HnlDMYy}T5H`RPwB!`PD?Qounr+>e+W}}Ok!gGo)qbtvANE6k~<RP#<
zFy}hLOBhE0tX);Nz296XY}=>e@{0Y#%XV>N@b$0adW!+ic;Dwp2)sUurzl?yc*paw
zgCfpp(iHvEe7D(woM|(hA6m{vpAxYqB)h^VV)&AbJv>Uz_+sr#O8zw8KJaG|7@4IL
zDJ?3cH^Q*CR%yl>3AxCfC^<5=B|SKu!se$F60~clMDt_KpT9ccHEUCaZPs2!EH-EP
z^EyHYi;F#@viAeb?+;mjy7u#%&qp?&z&Yaov^u*Y>LRvym+xe{8L~gDe*9uEj=IEP
z2}V?6i*ge4y{?|c|AR3fs1s_Ujd$0FRDQ(!_B-|EF)Lxj?@_pe>W_q)V4}<f^H(6h
z{&NU;V2XPKVV;>#$7W<X8lZ&8;QIo;;d#K!lQ;1{`|3p(vVP`bTL3eGrGj&vD%==(
z7GCb(xJW5Eimu*v!O`}T;wFpKcRoKIlJmf9aq)JXiOOe$cLcUow}qE+<kJHQ<5>VK
z-@||S?K4)-ygW4W-pvEZNG@p(5Z$-u@WUfM(MCD!yeFQGVuJa;{vVnZ@T}21r^94l
zJQU2<<OucCi@i$#TwDBF??HR7^xgHZB5)O3Br!9JNFvv*pIqnuhmL-IOb>2FvHwcG
z6GjA|820B#^hJYl`l;EQP#^A<qcthNevyrn(d+44!-%PIJ;P)!<|`K-j#D0Aclt`n
zUU}vkykG|4E4te8kF{4^fAyI$j?$EAU;It<KJ_bx?RuVf@#CS!_%pLdB(D&jXxSXI
zBLMmw(e8^8uqUll!S=D{;+gk(X58%}?i8L``1JnwUA%7LCes(={FKA@U9hmdq-s;d
zuU=&PRBhM&)0F3dhlE+4V7A_JJzu#P)osCi2b91Pl60)eZZ6!Mm?w)Lycpx-eU~W&
z?vMCk@+*PwMSBfqIOO6z`=6R+{F&v4dpDvjj~B1AeNubo`Uk6AQ-1`35t|FDutp@g
zh;ruh_|~7<we5U0@x3?JeD0fHHJInOg)#f0<!5`Z>EGP>s?%$l*D!9}%~#`hZ@(J<
zyYFo8327p9F^Zat{cWBf3;%qm0vPWu{-yx7i>cbZ>xWzR&G$mx7G8|xQ%BpTYi4(e
zZ>|%-vHeqb9@twZi+%GIBR9`%Q|!G5RFlouFB*!{s~|-L6c7*rDWNw-KtOtv8WoTd
zA#?%+qM-C5U8zbHDG})qKzawI1pz6ccR~#<oakHsXZ`QG=ljlg);;%}H!F~NCiBe9
z-m~}YJv%eMr(`<9{mPMS;3<g|@wb+HHXa7w?Lbr{OcU!`g3b-&m!BNHot_I|pPGOm
zk+>0w<>S@1K2&i%W}bS6+~&r%#j{%|`)SfgkeZ7vZ4EUX0cXDE_j?g)xMy37+vt50
z%f^gHnWymJFQXF{kcIU%pGP3rr8Ws5YP#Iv<c*AwRVnP*5iS!U<&W*1DB&<W34th3
z2J|?TAaro?@2%?Vc4>&Wzi$1cCxCmnv1La&6)_1D&JIbM7TbS@8fh!z&HT}5=Cbs?
zW$VW|i3Rtkkmv@V-TH(WOGt;y*inHZ0&|+Mz_ejO^ya&tg+(UpTU$ho<wo5udMdSp
zJ;ndqPFejl5`M|4@#YJr5hLAm17c_LJw?XBhycj-OoWyANC!@r&|rD3jUz>`1;<5d
zu`l6`3&p}EI=jvm(RT8qW@HIU|GfX<z&{-LhXem`;J<(ar*Q3=bHbeUEGBYWXB&49
zH`~WfKU0t=j^v`^Vw|@*f2PEwMJ0iMW&>~ko-HTGDg40J+0MhBQxqtI&(!A>HuQ0^
z<rIFX^Tg5C+JjTr!1Ia6uN-x!$9DKHOdM?Rr6nXdh40%s*x7q<ic4_{D?^?^+zebE
zTicQg-?Q~{u(nlmd+ft0tnTb#>*fM^_SnOg)5FaZfBRhr4|iQ#H)V*E3&h#h*@F{*
zx2nT4d@)Ypd&-9QY^@<SwwwwI<iAsLK6btdpuU4A#};4%`1v}Y04M_p|9lY<5fTw!
zBqk;zA||<Tk@zARDH$0VDJdyA1vMo(ITbl6DJ3l>6*UbFEe#nZ9X%ZlJw8oy{sllm
z3b+lpOF%#eIBx}T000CR2!6eOHG=;~fUoz$MG{gnateHb3R(am0lqC_q6-&@iSgh1
z<G%+G(_NsyCUWQECB4Ta*IgMzU&OvA<+@wi#E6e#bBjH33nU}I%*4#X%5#I4kN>7P
zP(o5lT1NSvimKXubqxbUBV&_?re@YQwomQs9UR>~JiWZ3KE6ROUj>JRhK0w)CnP2%
zzj>RIm7SBDm;a&Q<L9#Sipr|$n%d@;*0%PJ&aUpkq2ZBH)Y$j&S@hie!s62M$|`1O
zcW?jT5PNidJ`NxyAOHXq0XX=|+7-z=`VkH^+bN*WU1vjT-)(R!+3SOFk71`v!g_jo
z+IsPpULpBBli_*we%jlB+9*>4>4Rd|?WUO1&x(n{r#BDI0U2sLA0^?`4gIfD<gCY$
zh*nl{uUlUT+I&v4!E}0qK|v`i9$NRt`$OcOHso$AhHm6N%=ThAM8HeU&EJe9@b^8e
z4jgB=WducB#U#~(9T>uM-9a~?sSlalyMo%mFTEz!^S<e*@!h#thoFWAnzLjdbpno2
zBMmf|G`AMkE@7$t;sJVSGqY3Xvuvq-L;}(h{TA}{H5nO)+0OSohlg>F<a}AV(W+4|
zF4k#rw3dy{kdYE1RvQE}HbwL9s*P4tL<GO>;^iK3<jV@@Zwg(u7wRa;`=-Kp{{7#m
z&o7nusXh`SQhzEBUfzGxslO|axb%NOc|@coCI3_(QHk5+f72hl7W}96NA;(k{iZ?W
ze`yeuU}MtMfWhl>`{N6&wWcX5mlIV&1DQ=MvO=FERA*i9&U(9bE}wTrExZ50NX^<I
z`Uu3GIB&Qx>@E~Aaw|h-fsRw@IbIuxNooJP#5A$C-*34}DPO7{obMbWzz06R=e+)+
zo(XsGTH>fXuSFoHxqhqTGx70pZ7h!G2OfmwkcLv6HHiJUnqOc4YA=5A_@r(HS1`$&
zSxLegq}*o=9{c@1QDU>=#jm=&KYr-^P)w+s*wC&_ZQ-)sIDjr`L4R*C=7P)}=c*3X
z;8flfT<PQwM7(6MS@uR)!OGk3{i(aZb^irBg-4*AnEz8Zm`An2CWoRMeB)qyto3b;
z`)-7$CX?K6biO+z)YOdFU0TZH?Fded+B~dj^e;tT+I-P8IyT>1)0U`Nn2bW95P!8j
ziV{XxnVHHcPVgUoRXRU($%M@~M{D=?;<IbKc1PQtVt!-da{ZU~;#5=s$ntGwI-3(U
zZa22>%4U=CNpH<UMd6jhO^CCTll;z~-F@cdG}Tz;y0No!wBohIb$EzK^oHla>}{TS
zVFpJgXxQa_YIl>>ejB1at4B*K@oF^AAal#KR5k|*nMV49{nSa`S@v|fI%L2uZq82F
zs{Z@_@6}IHAbs}H-w%SK1bUY8RN>^_=SuE-y+_j}Q{R0L+zx+Ch0vV*K15%wU(on%
zd4V?NYW+6Qr+W_zPuv%#6<iM`Q>=$}nGn+x0SzYs=R-|R@Biq{!<m^O+{q87i9?8m
z*&BzdTE+AOooaLIA&NrDO+}w0=ku9mEVk^g;@IU!=RXP+B_Sn({pBHWGH<`9kM|dY
z@)6T;xpkY9h`&niVrDxI5t;JHib^S2-1MxKMcoM5;Z%OMcIElOpUi_D!S)=s`pQDC
zBq!r^swFe)k6c_PyAB%v80QW`I9yr*`>C#sXHs6_<+=PXar{6^>aEg6`72FIN4xo2
z`C-tn(K94|S(jxK{44zuU#Rn1(VbtMze(6^sVA!ZD}9&vrR+TI=x^G>NHAN%_x9Q^
z@xMmceASH<{7a8sgg<vNN$CA8O-nFKE&USstJ_K{O4R}yPk&2?K6eRWYi9i=;qR_<
zPBQX{{YrD*Q>s>`eoXaCT6OU~43A^^m8QiPx)$>3;y+~kGaCO06)opKx`Ce-{+X%p
z)9*hMF5cGsV>f;p#(%6h-huhY8Nutr|E4~b(zQt)(3Zc<@##X(^k43`aAu6cM!ipE
zg{zN)7YzETaci$2-n$mj_|0+PR?!sfE7jpFW=XqN{+BDL^sb69Glr&aHUJ8C!oXkp
z`99unKT`xXOejjpZ01b-zO?ccaDjPzI^P@_>PrPjh;4urTqQg5mV_<OtxwuEr#gaK
zTDbmLx|DvIZR)81!KAY}{m>Hc&j%dqA1S%7|F&Kj_t`%<3pqQB`K!ZcG+WaR<31i+
z<8AoGOCe_Nu$m+#+rTavG3ooMes^bobE0bNFIODm4Qib9`RsGj-CZMQ-N(`LL-Mw`
zs7PJ4??(UP!BBc*h9Z3S_vNVkWhf4|v~ti=he9PS-cU=8YS>aVnmQ`oX)^XZKJ8vu
zt2!T>^gYF5D*swEVCIVZ6gMXyg5GAbbFi~6%bsnZnra(qM%mKSEFYTI`C88%q}O?G
z{jrFRxv)7^U++4%x-flt@kWPsfW(I4tb*sU#}as<Wuu_xh=K_<iZ~4z`Gc3j+b4<p
z6%joY?gksP?^VyMXeRS(XE$N<><&78Y3U#&e!Ii(1dtK-FkNQq@6)bOO9?uM<sx_U
z^F0;aXe2^9+Vk`5mioP>r2pi*5^tw_*^t2{>mSbWbK6gwnZDy^o$|M(hFMv_F**-?
ze_sLze`$sKJ<9=l3~oTCXK_}W?K8S%K)FAf<R@&wuc9AipZJ_~IA_8ZH(|@{_LS7r
ze~=sgW#&<K>ISIphv4B#Ljw+{jr?7dI91;bEjm}iamcg%!Uf)q%|DjY+%L2<&(*3L
zt4`(>Pbhw^Iyh;$zDAY*&h%gFo8Pj3k0PXzo?fx=&T0QQ@s?jvl%MeyaZ&NV0xm$&
ze-m&4{)}w?k47t{C4qm%TSP?ue;cnHA{zL=C0@Cl6^@V4{qz2Z1OEvQ+}6?XYHxSd
z;*2iWQ(^codB3|fSfXNkE63?BSVNwA<;!)kBg2??mLIyJ8gKTeYG>Tqyn8c<OIYu&
zYQGX;`Rrf`56i=W1!Kieo3%%3J0CLDYVP#f?R=yk@8X!!zgbG`ncs2czRLv=>$3%K
zVyTa!_rArEe)y1;AN^xq3NV^u2JC%D$D;V^!8p}m<eQiU(;<gl<@8SY&8$v5T=wA5
zddjMbl32Xe^9;)LV%YSpImYHyUq92%&KBmP#Hcqj<by#P8PA;V!pZB;0i<VBlSfWR
zMr3<6vnTjE`aEp7=^o(Y-^;H$0mcbt7CV$5=@k+w4@6rI6T-9ZkX($*iI#Z%{DPxO
z&g6a3(#-BWTube*=>G?sLFY?Fb~{B!f;lm=3E?HGeEB)gmH@_)GB!JN&unmvP<y6(
zcHL6PM(X9Mp|$P!)}WTur1@>mJ81+d6*n?Ph0q}!8Ur?bE)Esqy5%8&rzH~Uw=LVK
z6%tkEY^1K|1&=I9>BSp#<@Yi7T>Fq+9;f^~ANa0Tu!k~qU_l$#QunJP*(cOnI3JGg
zm~~mi(LDTSu;mSCyD80rp+fIT<%V=2#zB()=M4t%$3Nf$Tt|9mAs&hgv8Nx)$1O0F
zpE<hAEXmne?e%}$T$d2-IW$Ze)FQ`^D%X(#&o?1!;x_{erk~9;S(*$Cl=J(9f82Fk
z{<;}+KW0Jg;Og}0j$$Imm^Xa46K8mpdf77+XQbhzU|&{4`T_kpPWhF-!{AsCZ4W==
zy+CRz9xVpJYXI_EkMGT!e6D*RX|7yrV!S0Wz~3AQRu=~+1AbB^!}IkVkc9tnWzZp+
zZix?m^BqQpjZV+#jZ=ofE8@`<d(<rgy3FqMvk>odfLzSNoo_-Rc=0l{`;^4CsekhY
zF&nGK-}QvQGdKEz=P_@{Vq>h*-8%^9ucv_U&|OXrJ<Egu*1_UrnzHMO<yYDD%Ab`$
zOtvj^Vr5$khbo|Ip&p=5-80k|o-QZdU0k4z&TB~7o_?{BSD|hb>9JQFcFLdItntZW
zL~=VI)h&n90!4yW1o(&`W7Rq;pic|(>eGsfs+$UZsovDoM3Jt7r)IaG3FaL&fMopz
zT9BHLD!oNHnVU+a_Qj2JUq$@5|FJL)RR#rriE*QwkBQ0kEv^dMTQg+0*HtTifV(=#
z#z-J$5nMA<XK)F5Q;~ez(p^Ks{qtP?GptNcKQcxjHs#oVeZy%F_BnC`kqk3ms9z6H
z7t`KGg>dM-Rd^5xo+@u7Hk-H`BSX;PJ1WEe`r<%5um{|5`P1#XR;GN%qg|^{=B7W?
zl)%YydMb=V_A;)>YL$uC;FSTYQ^jEPx2tn(F&gtQr<saUHJh0H3fQh6L9nrf2T-+k
zi`oIbvnbA0fXLfZBpk2L(&V<z&$Y;G9yh#KKu%>4-<0Ct9m`t4JBVCsZ6E~O_;AI%
zSQcmnULmPSj13kseEcfc<()|`7Sb#R`h1C{=>YL;NRGk*!dl*)y=KnaGJZFz`oXB`
z`<V>|=vXV0!U)>x#`aigY&e3E>6M2qvc}MM0J!42_40b<C()Nz<pq}d^a&_8-+2HN
zq_5Y(DOP%X+(Ok1tor<CmaT`7v&{YD+geY)-tkx_@m)t=&B{FuXK}Zj4n5^%%+1?=
z?wXO<WIyg-XSp8F+~=p7`OZOyK4~IlSrEpPXK|bSqr2H4_F}WtVS<IfKxS%-jG;{+
zef2c0eeE;dniywrPto3+O&|d?5evfq8;rtnG>khoIwSEZgknWEj`@aTA=FQu2rKXk
zBN3b5Lh<HcX&lL<8+LEKU<g>6WiLA2{q7nks&?555UCm?YQ1Ke0<}|raku)x2snmf
z#l3*^(hcO2)%G*p%N}}_Z{OK_`89Ww%vnW{gp?=gH5>2e2a2!7Ca8#8L3y<+Sv>R}
ziedfKjpTTIAmQS5e40MyaPpw$2KMk{CGsFM1)*)EvBW~Nb&SS#YB`wzrN_tYVlOL}
zq0!A*yv*0vE;W6-k-B(fE$cprWHK+ie5n201Bk*(-qpJ6VXW(ec+a^Fj5J=|xgITl
zvk+^i(LZ^^F>3n7txaod`T~V!q+c65W!#s#TXsa_$h?P?`WsyJzMvp+@!=bhqD#O%
zZuX0%;XkbI>2>&iz+D;Comu}l1cj@Ux|Zeo@J4t{ND&=9JQe5=Vi5SmUSahwUeL0*
z`Ng_w6(VWizGM(mgsS+n&Q0ozK8$v)4SYcws^OObF&Y?owT>!bE~kY3{UWTKyH_+>
z0?u>P42wmY+XVdRb7|ljnQM6RB{BsuD+k<Dn`&qs%sWwtE|C?4Lc)=ju3*pWg&9<O
zU*$Z-`a^f<$@UTNp3R3m9P++RoQOyX;9PNVa>qZ}7TAf^Q=33@Y?zFWb~cWsD+V_h
zVZIO^Soo&w8VnDAdhZP|se;n9WP+0<Z90!lzM2Sw-;M1N1foKrK^=o+mQUgV?CmuV
zk$xWB#NBY275v&Yoj{#K&Kn_z5}s>JOYFE&H$e2TJu<G!apTk!%}`l(n=AUw8c4>%
zB6VUtJ}u=~a<)I2E{x|USsMg9Wa=+*<9_sQS(6t7bKr{fMyPA1StZQ%)~5s?vQC7;
z$UaTw{eg^%{)}=xoha|yjO#eSAaWu!twhBiln=U-Z{ESe$!07Z!5Lvt8aqtX26I5C
z5;=MEO-xny@2@D30H#_p^+1*#?gvh6qT6>-15;d>sJ8ma@Xu^S#&VK#Z*9}*CSPm$
z)!g@Vx>d)=T?{LnO9u*WE{uzG6$w+?FCMJkHsJ#9I|pS?I2coiy(6YXQJ@i5C{&^E
zVb;+C-3yq7Z?7}Oah~=0Fr|0`oA~{r7+Pqs!2V32mLnDrQm-5>W;Km2*UMqYGg}7L
zIJXKaDDe;2Mi^`}U);HMj2bfgD10EPGmD5t-Ul?svsbKSQYEm=b#7S|&UqRQg%M%F
z3*YypZ*5LyTVJenIt6<&8_~0we8dX08T_zlFPh)A`d++>xcqjJsDJz@#sZVxYa+_`
z`bDPM974|A)h*ZTuKSj`0&UvB2i3kw)X0<N@#Wd%z{?Fj7~V+dN41H@%FlIt=VPKv
zqSfBOWjcoC^jy7iO}hr_pP1f5p>B%c#|-?XfhAgs-se)KPe}+K(IM#mtL)I{N^MZ*
z?76kz#L8~`uxWB|SO`Q7rul=Pp0qo7I^TJmW<oi|mqezix}Wbb=a+pQ@x~YRwc!FP
zw=POk0-6Wi0woPf+#Ew>I-f#3xLp_7EBY*<fnXFtT3X6MW^hNZ4R5_iCLNth>LV{i
zyeG&0*8WGL4+yPosf!1A#tkQbXdKIrnMK6GbOFOW9fyU34XiJg+Fd8{GMsJbCqVhW
z{Q_*mXD;GR$s3;#{HBB)sBAlx-*q)EJK!`lUn}rX%OQ|5u@B~t7?1E<(!DKaRk;0?
zMn*w49KUgb!7;}6ae~wrMC!iq6-zbQ7uVKIo#rC)n0INGEJkw?T7Iv4wZX|=ldVJl
zYR5&tn0$f~Jz!$eqpw+PNFKJe6uy51y#}72W&(>&{?L$2ds@x;S;I}#(e`t-Ji~An
zMZ)@sv4M~h3<n&;D&rI%AEQvC_I+8AG_!~|FtD}kl!lRxS?e|~)(fTgIx6zmWYmgH
z*)}&ud~RXOiUPxWAnnXU?uVk7RZhhYoEYubBTio^&H#5ZqZQ{4AO#4ZycT%n_E8mG
zq&ET)z_C(5m7-Zy;jTyz3=XpiyTXik197%;c$n0$r8n79|DZ}#SQRKPNz!{E%2y~B
zEn<7|>zGuLpgSn;D0NAy#IfJPLg3O=!w0NWLF<!f(H5za<n~$$$J^qul=EJQ<cdbB
zA7(w*cKQ_(J9-$t(KFK-F~^UlsxW5fD?NS7K%Li+waxxUa3krdRbW1bDU_<BGYSOY
zFk2VDvOl~|F4A=!DTZc${UpVd5My=adZHUmv9IupbHLmI#|K2w)2K|988{UzA6>67
zyJg$VQLnY#9^>Vl<rFn+GE!@LaydRsn|f-0*E@PM4t=bYFNad!o_k>WG^%^C9^Qs(
zd^BWAJ4XTHfQIPBp%*Pm*DOk(@=E9D^rurj5VGtfPC0;t5T|}<$ZB|r;mPjHdHqqR
z2gD0bp&I(3anC6-V<fnNy{_|Y2=4}PsnmpTihj$eZ}TT9zV~f;j0+2%+oC@Qbev{x
zndF@U&jBEg(R%X^jvXq+O;jgq<0-6bzbMhV+TE&Sdp)zFWxy454;q@e?v7i4d80)G
zz6;Cuxy__SgNI;L=KzjUfAH$cjE{!}-;xuo6rIkxvUTGcje&)^eX=!g52U;7X<5?c
zmI4m54H%2{(o`$y0C0b#2%Nv%^t_1zbQ`+$Fb-T`DBTY3;*NbAb|dAp=pImVJf~ff
z^;OPO=|0mk-ac(V)bKfgN_{6jV|XCU<_I$2c;vjD3B*-gtx<S_8qB0@TuAripo7o#
zH6-p>W#j5`6-u6rD^nNG0Wo6@75l)g(-$-+i93qniu2cmPexWiRB#mUut_0woQy-~
z+MN{;pChYNk7WbxKH|YPd%Wk>UhQtBPDB7oC~o3D-_q*}%sC*;&J;2kvt^QhD!yos
z%c^&8_j2pY$FrVsC!-+CvZD1Rm*-xQk2pAog>UTG_`z4Xd%+|?vwyL(NgNFV%kW@5
z{v@vOeK=d^x0M{>L-1U^X~d5Pe{jL}Xe`wnC(Hyf4!z!QXz;45a0n*-D$DL32_e$F
z&59k@m)Jh}<OBBp6Wlf2S41UD_F4SO{o)_sm{B=?TThp^!1<J#T&z&{B$*LYcqhi{
zgLt9C^_b@ur4R|HDj(|?dXlV1OQ1@N2V7eqOS5x8=Or8wh#xzLQ+#^-)4ZZ|W=E*J
zFZ+Ynx5(aU@!VglL^7cbi=25_wybEb^`zJ`5QQf^n0dr%E$y6_$XrM$@C_+|RvTK3
zS>hyG13g%_5-J<!yr1VOeYFoX43o`w{8pyQkc42uC_ZNg?5J?CHzSqxhiuAX6B8nh
z`RBs<*wRc~XSL)ef3)o^#e$4XmBcr=yl#7;1_A_zZQ{<hb*QY8x3~14Qe0xMsGmFI
zvoI5H@(n+dHK@8hDKq!J1odSab3!xPFgzs4RXrFB;_#{#)ND4EWV-cGNWIu!vgyDp
zZ1H1>id%r_XmmPJ69<6&C_-<TeP=I8y2s>eCZ)B0sB0e>rXHL0{fpd_29;svx6=w0
znJNm3NP!956?n%aNDpLn#m~oMfqw3aA1V#B!m6y%R%r)RvLBa#2i7{#JQ$oyeBkH4
zVU}?_T6~D@hDc?@b&T*SybHJQ3uyuEW6r=MNY`@!=MZiK_M#B4d%c-v9U!E@cZI9?
zi%CU2&^>GfPHB3Z9J|(<i8&HJX|Hh|Hp#~_;S}E=qsCJ#Zg=JK#WUkwhN~cr!3;a$
zD(Mo(wflp_&s2L+k<h%sLH;Y<9kV8<1oWxPxQe~X$_Kvu9eByoVeIVl6Vh?Fuw>9P
zUOxwn=8rbyW5Kurg@l1H_-f_~NN@^X3@=uL;3@(t_7E+?M|PHKtsv|!Bo~(a;T(W~
z7wcYC@%4VuICmgi?62jACqo%O6U3lnjz~4}1lqM+OAW<0*^r;x<ozV;ftxHUHRi%Y
zEf?*PesEz>%V@13yCY}k)xvg|CtC6jH~FLoB7L(&tF7yaZ_1%gu;Lo}IQ-aKx1u7c
z4L0eqWo7A|<8V>6zjv{w&p>@JiAkVL3PFfrqg4|N#YCbm`=<QMnlz3pgmI6iMKjS9
zt?!2_hqjMRI@l)IEg+(SW2_W4qOv3D9OmH5`qUy;iMiNKEleIx40HzyHe!v673?=g
z>Y$%F^1OaAh3sga-l2_I16i*yIYF`uiN1k5<?hTmI0>72Z_^ZeW?aU6p1u$^9j}e4
zd;=+(vOnq^VB9gTdU|ju#Oz&+Acc3VE1DgzqHs!?+pI@A9UPbw$zfDVMqaHBO(*>(
zUg7MpGI~M@A8BO4tqnKKZf6*Gu%QM9qe@g%enyit*@{_+Sy%Q3=q$c}M&AV-BCNMN
zV&-Ys+`3}7tS}DpC3R2S2)Ir9&jGZ13>8Tx_W&k=y>%Ah;kmCUsu{Q7)Z!2sXd1#5
zq~_>r?6D=Ns$jMqWzeMK>M{_yYiaiqDS9Aw4Y-24HfZcG7%b|AYQqT+MOCaf3cDL4
z>Du-{W+xXZ=D>K;BL$&(#dB|+5T*~(h%66-<({NOf-gyRp-bg_aw<mZdV@G4Q9V^&
z8xUV*>L`%P>FsLE4>cvpXkekbeeXq8fq5!z(PVl;*-=Y|y_4qpy4gl1J%1H{t`bLm
zGY9j;(pQMLo|!B^I^3^^>5z<;hD2?ND*D1@_7q8=pBEQbfevIW2uIYWnLk?@TU-UE
zBMd%=(>W|03Sh+xWXzgX@m$Q&#mqzSJQWD1U~@bwb2e+$wY`N?n8k|{Z!2gAKk+{|
z>9FF)&;MQUDPT`@R=w=+6GbJsz3SWNd}gzw#?}VG+TcwidUmoci)R_4b&u3i;4(|X
zo<7bKw^~u}VT#ohewTGzLAt922T=^M13jQC*oGh3$YidX68dnyLNEB5!5YZmrwujC
z)Ua!9+}GJdByA~<HjZXjodX_L>}9sxV2L!b#88WlK2X{Kajz<c%?}jYQD@aFfBB%b
z4l+BA(UtX3&cqwuDc)zR^zeGC)a_n0bf6mHjk!^NAR$e{%s592Q;HMlE9Pa{M?4wy
zoF9F503nXG;=xedi?vcWbOC?ij_gpNv9{X9-)fJ))e-ZwP%tku;fWODZG|xNkDN{7
zd_?h+0rXmdVZrN}6BMrx?C_Rpj9K5m#KIG`N%4-WcEN#p_2)4b#{I;iQZTFTgFp>b
zKTcvh=i9)oFqU?IfezlGl51|{bSCA6;2>9yZeJ9NojCa3rz=eyf<9HP)BABI$xw6L
zU6FG@J;?kIBO?GES2bU`FTa}q3K%9>GIybq1yLm4l|53Po*!r2;D$MfblS9il=ieH
zhOA@)8-jNc`?8Y0NpZA*grHM{#>ixH`~uM3Rzj!SaU-w`A|pcl2sM&PUEu+xzx;S8
z*Bo>39P-Y`+5$7)U_4T8y0PeDE$=VD^6Z9nRB*+kug<m>M|K<<**^JQ&s=)KySXmL
z<%WylLug}K?6WAh_iaYWIvHGnAv?u_Hz?lAI8lu@RBY2^B!%1di%iwfgbk@GKUW1W
ztYuLa$CwqG9UIkT%ra2!g3Pf*+UBx`Z<Co>isAIoK>@Zlq-&c`Z-&D2(jM}<#~4Do
zo6no;gEUZCqqoAHNv=1*v9a0fDe8n63*n&nr|+3NFebxQysW&Z7aQ(lY>KJ|U;B+F
z2Lbb|YD1Z%`uy)_SQY1Z;a7bvbAo)|r#hQl#4LGR`V7q{+at#o8(xlXTrwWq3Bnh6
zi$+lEK-~H1((DGSFMoO?A;DVbls%~xsS3YYCJ_OwrtDPlg|}3E_hvpscw#`Ofix!-
znDz#p@!X}F5`Xncfe|@korxz))rh<b&=KJ|;0t(O=l|7J^u%j;{Ot6pf6G4Oo=#}v
zJl-n=Afl1#c;_(g9DoET|IL2rdA%yPQp97cV?U1?_=w=g6it=$U6DTzhz#p8z@ltt
zHK#vMsl-Qv*R`lO<ux_vHu2E`Qp{m6&n3;9sxCUYP}}xYIqf^jNBYWn1J?l8ipAbp
z-16(ik8N}Hi}z1*+%@fR6$%ymig?4Tj>jw0#4G1HK;y`H_Y8dINE*#%QhzGh@Nh9o
z9pQkn3~L<H<m{RNaf6TVZCiBhus0+Qs91|h5m5Pgx13Rf6!=-F1;$}I9!V*Bk!e>e
zcGzoNZZx>jU`&cn#m@oe9K$9bpv$rOmGT1fg=-<vm`>heKjD@iK1uh{-gD9WYg7C~
zL%Ks|M!M=|N4yrFz~(68M^EdmXY-Gj@jj$M2c4M15_{r~L?KvmoVyv1Abp_TSUW<|
zyfVxhlKU?|G8iXidW{Yi21T+SGc{R>(cN<C;bmW}cec)3b0O5Ye7zd)SP+bB_jVTc
zsaekm*z=e?k^-(swD;V{Lp8j60g{0!k36YOQHrDiHesLWR(&g#Ut2A7x=WYsG$mHq
z0K()H^33P3?ONErTx9w7Vi~;35pujEPR0-|61|v(4Z48D$c3xkM=*Xhy*3=r3jq52
z%&tZFMTv0Pv4zhA8_CS3dIxsWQWim9jGte6RdT77oi#+q*rS6neKsAolI&QwO@PSp
zsQ2nIE`PY-$sN5P_7N-7jxBp<1y0uim}Squ2(NL?a;Wt$vk_84kYKDQj{2{+i;W{!
zYEzsXS5hgv>T><bX46HRcYZJ)%!mJ|-R8+T2Z&x+OwY&Ck54JBU%cQg=xv*2ny9L)
zgh-QfMHBdmzW`lF2CGia4_g;|ThYJZu8Z&zNjXj#KcJxEeEeJ%yhOtS7M34QwVAtt
zTqs%KK5fshY)IrbK%%}W(g4ruxZ<>BOibruA>Q_bgk){d{E+TDABE+d5n0Zjq}owc
zP<%u~vn`GUnGiHpb0)Oh<Pu4v3^K-Ev5YnchO1qbxnz;wstM($x&8!ct~s2lgCv#!
z0QaU}B0(4WYL&%<m^*G%?Q79!j||staHHsiTTTqFJ<4YEr6G4XP_JpmSh=HTZAon+
zoc%u{UX)mC4s*Zg^HU5Lp7rPc;F?~sBUIf~lFKzbN{%;z=`#*VvYlb_Yb#d`bYCu?
zDB}az334je>-S!=@2_xBm+14qF6{uWvg2W*w4|QTZKAqr%Pv;Gjxp=PyQ3%=fsC3b
z9WPt>A>PSwq^*2yD21nvt5t}7^RB#>yYdHw+P2}^)%klF`}_MZlTayU?G`r0KBJ{G
zYv6)(tn`gfI?szsznbuuU{xvZzfGVP=w>?$Ut5rBLbz>9MqZ{7;^&^r^}{R9_u7T(
zF8x*$3jY~d^|a3)cXcPA*SjY-U6970P$%&<Sv$jt*8)pUk6%wJ^uH~dP!2O$18Ku#
zkkNd}?gVXOXyCkC`^iJrqm=bUV}<>PY-}jVY?Q^=WV`nxB9NgyJ7>jkQ5=f}y{dH4
zhIR90vmh2){yz5u9H1&%sW+RY1l>K}a_@QCherZka-QhiG&#Ml4(*B=cWvA1TYf1A
z(;<@l45gcoq#0KfBpbpt35lW;cf9hxOxCbhe1)3pNmS`w9m88Nk92*C4L+`FUWo6}
zVaMfCo{7)a#ZIR(HPHg0Ew|aikFOY1Rt^^hZjxL_=Iwqt80_wQ(e;rYN<GFeWwzT$
z4|Nluolrs}Kh6?L6OF$67km8N)y&KHWo0k92s7gDAPnN}$iSjaQtyQi{LnM=QJw>e
z)g@blsuq0b_jNcdCI$Es@TNUwRVJq@x_4bmEq^N2!Ki5&{OwY^ela3`(KXV9;3KGF
zzG!|47+GXgW|<d)Ci6J3EKwEkHo}0Xn)Nc}Oz5cJeY5a+cZhf}2=fD`X#^^F)H`v6
z?ns&{nng8SmnMdkXqscJL0p92`+QEUq>_Crslg@RPEFly49Q4|rt0a3&~o9=#WRbw
z@DHO9Xu(yqJ5EVf*HUIF2W?q-`@s%{Oy8u9Ix&iiz8Rwh*M5T;$wz->!&pVxVHgvY
zybCX#s_|%}mewq8l+Bq(eCp<wQrKTI@rJl8yqQnQR`HNg&3ZO(JfN|$39}WL@VV13
z5?!&xbm-*HB`pt@NnoP|7k&fQh#%?~<NYr99KTTUX(bF3UD08_y1_V*LgTw`gGnm}
z&mX0ijw09ekdpdk@uOwgZbhUeYj-i?wNQXGAp&g0?}zO!TSV@thrRwJzvicjD!KJm
zqXuA-yV6Lz6lP?mY#xG^7C2nX7)HXyKQ`H{ZCODI!0uMkx8{dy6+R#67Y4UedHRM#
z^3+uAM26%S`&3LWI<SPTI=(?ym8Yu|<(QD<dYiC|CYeJ7d{)-1JpH_!dF*)Wo$XU5
z#-whJwRx~2B5aUBJwm=ukc*23TuB3FMN%d4sv~CYDvw;l*SF-XZyikO1>oslL{(k%
zVd+{k1Y1971gjf0wNv?4reg@f_K9*W&*j1QPgT6;8`rcHX(wYEk5Tf4&@Kd*t>7rK
zeP_OpOTsrLsYfqqq=kzve9xb&!$jh}VYiF?T4@Yg*@-2<@zqkRn&&ku<e>>ht8L|x
z4L64`IxnHKEo^?s+9{ICyOuZ1=94ZXMhhjU&U5^FAZ3=@2`_&7Z33!IFIFt`V$cz(
z^zZKDYaD#maJ};b<NRqKC>gET?Q)8`QixskOSCnmR;XC4I*zQuA8gSE-xeVOqLx!8
zR@O<M87~&2yCB#2K)@vvdY@?X(R8q^^7T*h0)rk1W=#i@<V7~?(N7iio`}iPXN&K?
zRdjqxG<_J!x>pAeE#r2~!;7y*z;$Vy;^-Uvl$M?lh1VKav+1xX>?8AHpS^+lt`GMA
zqIBUdPp?wl=Y8#QBS<c!K)iX~H^r6@Zw=a4QXIJVb8;!wl(j`gRvl^-%4fN#_qL?*
z9*+GkXn07obk!l@UF_H4K)b7b{BH-`kA`i>_Ql8fvJyn_HQsRjnqnXqQpg%v$DWs}
z!tgG3FntkUPlBEX*;W22YmYuj*L<I-A@M==ocxQAzYZo_4-fHmUFAosUZqkTh#$sz
zv~aQKy-}BUP^KG9v$1Y>NYD>d)9`*XRo<+=rokK?oMstg@E|LJUWV2C4gUC<o)Wi5
zei*ZNzR$p_{ch&)(1S?7A-;T)$6tpt{EjpGUw1FneCXmW$jM5(8lrs1OI}MNoc|8j
z`vUxf5UFH0=-G=LMSoJyFw^QGo{J}?n}2r9L;Tg7eeoBeTRQaBn+~w0eQ_Ves>7?_
z2>q8(*WUxq|D^xnz&{-L|BM5Oe}4@1k5k+tx5aM%b&6YD;@|9x6qo!D?28l?{p%RF
z$Zhfes(q1vJBRwWlic`osDq^h08Yx5Pv;y@1$m*swj$HP(6<X)w;CaN6w|!@x0TNc
z&-5GVfW5CT?<}z#M}2r4T>e^d;49=Fl~~TJQ=i}fF2^_51m_3D_O9r)P&!<LXS|;d
zWqo>|;%JxhOm+CSvRP-Q-Lhm>Fw5XwoSgFij#Zr!;dehoc~1Si?XN$_?&tPbQAv?M
zj~fGl|7MhdKZhQ_`}L2L^Z!pA_c!cuW)Pu84wx7^v$q}`pH&l(5xZUQ29UH82&!{-
zUv#?Mv}I6fx1+>o<{)ov;+<SrXcuCzPD_Qn^O?0tWin&#lJlca(~ta-lGT$YF9oj7
zda78+S*N|gBa9C{E^8|!Q;Bq%*tpip-OqL3gU9cIc~O3sh)wMmyALs3<ii`GM#0BT
zZFmSPSNpXi(){<gjonsTNLv<yQxCsR1BpLguj%zU(98nu8`5mN31f#;wTj%Sf5ukX
z8uwxR@Lfjy9ru1n@jA-&5r(|t4zq?M=yv+d{;*B2ss;JRj*xmefe0@dsTuZx&*)Yq
z{%Hxk-+bTIp7TAtX6TZuvKHz<v}P_URJ2sUiHwdLD$3rF`4|-B`ljUa<(QP6+dM52
zZ&F*@;+%$uhaFudgr!49uXye~X&sW@5|chO%nJ$$D~e~B$bCS68JNNp6l1y^ZF+5j
z(TrozH`V`wrc2kdsC`$kh8L)IRdZ9~z5f9{MdjXo`gnsEI(iS9fROc9mT&1$BQ+is
z9L)8~qIt$85<=S7pU`S08qjAlDU|GfZ<^pMNR@rXsyZHPe<0uLcs>qNEK{743@i<e
zDf+RRADNTB{IXXD|ATWJ)W{rB8#(!46Q1sogj##Kq-NJjJRx0|8{vJ)OO)EflO=Z9
zMDn_l{1Uh8mjCWqxbR(rGR;EH%d1yAs8$85q~iud`XfVu&NGVcx|S7-O0@N9!@DVg
z;f0qjVwQKPVyU2@W7%sS=55q8yu8Okg@UyQ-S$y3(h`F5q?RMk73~|O<gx`ULSKm$
z@~qAm7azF1uZ}EJt~Ay}Axh46+o+9Fhn>gf?WK=jUHm|uHjQvK=Jg@{Mj`vX!C5GL
zGa;?($tGW$_R5~H^!_D<e<S_BWct@(dkM+Eq+k4R(*GMWh3+pH3f;$UKhYyZB!AZg
zeOq^kr<=8{J08g5_bE^rf=8cl_V}6eQ-|>CqGfC2@c1qSN^brW07FV#loKcowEQ_o
z{Q;Qq>)xN8_<6Wr*9~HAVC%tYj!)iG#Uo?bLh*nYzi=?_{{E@_`=>gm<=<yd&Y!m{
zyNlxc_p@dE0e^Q9PLbcbs-VCrtOE5=Gw}F{it)3cn!6aM=+7SEyQt<a&MEQ}Vc=I<
zgj4kA=68L37xBuDr{`C{3=PFN#eOHr&=B9qZ^#`#%lrY`@v~ZWCp=3<C4R3Ae<hB;
z`pHjx)%Yt>ay<0FpI7*nfPa<5_ebKlhJTg>;;;Vf``?)LtLi_P^#_cI#D4?{LF)Ej
z8}mh^@doH`fFb0+0fzhqE%FBg|K~A82>xp@MDRc)ct{W;Vm$H)F);}ZIVm|FS>!+X
z!UK`ekph~Dc!&t-0EBb|M05oI$HI}|VO9tLM8Bb|;Q#*ywDRA<tl*h|KP~c;r9WX-
z2nfCLe?)Y|7p{q1q`#v_^4Rs#b<r2340mJSmo|}ciRo`MK5_d-ewkZ*mIw0_Y2_Et
z%KsS7O5lGAXys3wmA}KRP!bW~2akvj54Cc3`i}59Ie-uF&&U5l77#5cP7oagm!4%d
z5S?mb+GC3y8n@FNjAJ|U9d<RZbR87r+@HHa@20dX85<oAPQGO9qGwnU9|sbc0v+9i
zi)GVji^Y42t4m@X4!b*#PVSu*z<hi#hX+nrN$)uwsw;jmM46YcC;F;YI~lX_Pn0Q^
z=wc<P3HnD72H%IEla^A`--p!I>Jm530XgMo22zaba_sCMv8!EGXJg}QJFcfXUm?uc
zo)#;>c3$0F43lG6KGs~d65KO!pc?z=m8$0JcX1@2fNlCY4gv#O`bSl^*s{E|t0wl~
zY&dtxIRO8gPKf6jSDWv}2(&-pw&k*KMUF|Ow?<Kxy^YfH%xz-ZhitSoz<Ni6_xgq(
z1vG>PMwkZ+$-f%$*R`!ih4+5tBWi899x%v3*l=mJbQwgaz;DlbqkNTPoyml=H(d1&
zeoOhgXjP@YdycA3?Lr%nd4rePj5o^d+-DG>4aC@}*<Cb(5L)&C1(RWkMeOywN)fju
z2ruREe9rmW#YF{-e@?T{s(^qM&hi{Ua!7aaqr$`017WN|yA=awG=wA!b_IQf3f!_Q
zmg5_oF4K4EvxqT4!W?HH&0wC@yiab{^gLZ$yn}PJ+rS)2^AF{w<NVeuG#tw&>|{eW
zB359RsrG}>67m95ZW400wI<y5eipng(oUYC(tp2dDZfB3B5gtY=1$aRZJ|Kjv7inR
zK0$F{rH0~CyefCCQC&xLjWwK&=J+Xmq2NHPJ@IVHIk{>d=SOG~7h`U*v7sOjV{X`1
z$ixWIgk^A?174CJ%$v59^!Ub3l+VX5BtMa;>V`_m8EN@RGRjL=?(UsrPVxm{)LX19
zPb;UlK)!NkjnAgPKNjCmHpI8cdmzi-Rz6mLp(S&(<1igQu4^)tcg*jNYXFIS|IzUg
z*8u1GjzTLw*9m-#eGRkD&VO!OrJ0K%u5!(N9~MeJ<#0_^od{tNjWjZ{Y8%fB%sn{=
z%&s-gHvT}BF0iwol_);VWQ0bente&yV<;`Lfh(=LX2ml)(p_H+pEj4#D*@Qzp!wSL
zMH?5q_`8(R@^faR<(bqDtVxX}tF#Z7Yhg6*o_=n#TvcJJrr%=-l!)U^yEVvnyv_kZ
z@AV?$Kg&tBa#Vz@PtV%#nR-q~PBB$#nK4$EDLR?TEr)%93AyBx5YMm~fu`rz^3f%Y
z7c<{AbSUcVe8b)Bc+cC02-XL)U)nwmkp0GChLQg`wOknieYJm|#q{NCN*w0Cs<g#k
ze)m~Ufq!o8>dSFmBT(~?_!WQg{Sp5~R3r>COA|7FD}xKae?a_<=1#Oq7-C;~lr*S{
zyzb2$?_iceq=hxF9k1=;`t*FN;9Y&K+)BjG>G!W{J`RE@j&zf)qr%K@EG}Llx0bE)
zXqWCYM3prvBu$0_jd-abRd03FQ00oW6Y`rciXN^SJ1$COG|%!XeIY9U948h?Ex%Ge
zT1@D$?l{P-OVV@>*w)n<C+cV<RG^1Ca=g_4fUTKRq#d_6V+gosLTTA$cU_vmxSw7@
z?V>I?!#%B(VcFovt|X4R7=Af3>*;nRmujwKs_N)I1kt6r=%M%t)G<vL@O8RuF$Rrb
zo9qy7wY+(}rG{#CDZ1kP{&nn|VL(nRh91zaj!;E9$aoZf#qu(sEWIF$L*TCLaQ4x3
zvufXI25!`9!`e7b?fZW3GX{bq(1}>UXamRgRQ8E(;|2*PdTMau0rvgJ<#7hHjqi4W
zgMxKWf<=;cQ1VJ&2FwP?^mGXB>Ia;d9b&B;rx+6&YD{@HRq*bx;*O&FDa#z36n1a>
zEIAxWg_fmqZ>jRxf$V)BwI2%#6qTWca_-2E4!(R}dqY%zY+mjT1~s$vN?1-O9~+N0
z3E7)C2T*gnIaZ>Qzjg40z9!6g694+)?JukDZMFmKR(>mfu>B#F+M$@XNnh6}>c|0s
zZrFhYXI@dbbo!)nxCF<HJ-m-$knz#;5?^TnHmq+5<x{@fct(HQE6t<WmWk9)9VXv9
z9G}c<u&6@^(;CFx2>1pkTEyy|XhWYUQmjCHE?3Q@3aZ;AgS?_D0pTuf5}Ql%RN5?>
z6WWlepy-H!DeqI0Nh|&xJwsF-P|$n>x`GAnDy%&<H1>Y<A)6=c3t_y2Kq-$u-EJ8U
zrC25xa05Rd+`&m;b-_6A@24?Uc>`j3(~_HZa{j9xa5%)S_+WQ$lM(KcT98|{v%l^q
z9DZsyt3zbZWOWl05_-!chH7G+e${06mTpIVV2Q=HXfNRKdO}XtU{ch|F)k>4$t1dC
zjwB3jzu`TH+7QD;G#`K}CDOO6W|o4kmxriSf7`sKT%vx<$A`GrW!4lV?^>hOPVLs*
zY>+E6V!I_Rp8cKI=IknB+T?R7H0*=ntDBB%NgGGsWdkIRoN7)4w@+KAE^Ir5w2`#F
zP8UK!LQO~dKg#8{wJ*#ZWx}~)QtC>*4|b8#z<@0$uOqf$6G5qbfulp2<0YW<76Z1b
zg`MQ<7EE)FgZ80)14lWa?}MW^8L{5{3}LTQmlVL0d&aQa@k%0d%`+d~7mbcO-`CK_
zb&%N@qEqwj%|i5*K;x?l6vdzWmAGFT18TnT63LMdinxvS>+23a*w->|Z=n0?xkZgN
zH^Z=J+M)%a-Qs;Ri=OI;UTgQzgtW@9ccfMfI0Cfkeh8daoC9tcW^&{0#l+H?xEh*<
z9V*tGf(YJIq{n7!4erO#J{Uc=Oy6%-x$&NFA|dqBu7sr&#}s?{OuG7xnyJ~rjwSpe
z{o%C%LB_$x)QK&*rS@|`dE*zw;N$eou(_BBcD8T(h0@to)kB+G3_29G5Z!N)pDx^&
z=3<NXVWf*oud&)dq<l+2&-ooRPN~l##x-YzBawC-En8%#rrV>4IWpa@%jx;k+<mtx
zkVnsIOs@G{Q|Bb=AYr{r{~-sB=xLn4my`YUc-;VFvY~P!hvhX+y^Aqv=b&^LA7+Yr
z42(SNT5OV<$q5xTU|Ahw-=~fHFc?(7g|+WVv(-LbolvZ|^j{v{w%efDRz&kg2qURx
zAmQvBC^-}Rs9Pxksn9a9>vOjv6-<b@c+}f0o-8r(6<<CFB=4UCh{J#vvv~_AcEw<R
zCpx%+MoOT06iEmC@~Ldjn%B}Lhh58%j7yQTa}PeJ(Yh$DnYO!THgB50%&wIeYYLFr
zhO{~nqT1MrF+%Aj*nqj~vKykFDWYmd+#Zi7+33tP=tEi~=cIa`T4N*7(=8mNYw=J>
z8@t>$@pLbN%fnMWy2xlU`fqNOts=}13RqTRO?TS|y$5BFtVT~Z8+InmTtR(R8Rvj`
z++6r}=7#c#0(4Q4R&!P-BH-$<iE@SChH_UeV0_{|!QvwqSVd<K^+i=3ppzN<w^K<C
z90Y<iIXsfdsF;N_VBOnm8AHO5JjLHvaqJEHqvNk$7Tz)dv}upBvEAlc<?pA@+u(7^
z>?%amUt($ZZJW-Yd<q4lIbI-bKSGo5ZRbab*PEMc@0|l|N1m+<>6?llx%GTDBDv{)
zC6ayBpP#SBz)1hlDs0cI>Ii|%-|R`;^fG*I6Q{-ixm8j?PuRQe!a$vqsiF0uus%56
zx$_7;a8P~rcAth`WmZ5qDuW@_DhXc3O&0LV%1Xf~ev>T@(BcMVG#o12c6>0Nk74gY
z4=`g*zNAp0!eQ2kv1Q!VO1>Mzo@6g|+b#c`Lh|(W926S2&jIh%rEj2=G4R&La<4kf
z+QD0F+pM4P#1(C<`L=sgteJAwr2Qf7dlYw)95V2!luHpJqk8h4HHq}&$NYooj-L<H
zQuNm2KL<pkwhF&LMBW>|c{dU0+2eJ(p5Ax`Rylc=gbjECA;gNepo7r&wUfbBt+!T}
zjM(+jb8g$PfyUU5KFhJX6Q3!zlt%B$I#{%$KvJ4P;^|4czk5nrR7ebx@gua(bo+8T
zI!a=$J>`MA{6Pd`b46c{Gee=APj}!|Qr?r6(KLg!tM^yq%L05?u!`0CaghmEMhbHm
z^6@MlAKkC#YB5vIMXVi1)dxr9H=~$Ls<i24p$WF>Z?*wfS9y3Y_{hSWzA-Y_$a3ut
z9K66D`DNh-GfOXFHPQEsr^)23fD^@Letsk7RCmX(7{*C+!!~Z#aMR=Wg*Y>Jzb@SV
z=&-gT2~Uq@oXB9Mj{fYfsfFXqYrO35Fheu0I0I^v57=sMq-o$=mRSld{@Qu$pV%oX
z8eQ~!4tlkFiP1G8&1dkdTinY8oBgL%t)OT)365SJLeiQUI?fcbxfIhMj?$~UmvVnc
zbw6S&vHMfM$ZLNA1?Y6radMZCm7l%NHfm0%IWy8YIk}M%=9i5PzjF6N^9qV!K1dpX
zw4;1CGxM6DsY7FAC@!!7;<+!jXtJ;hOFVH17{_s(Wx|*QuoP_#mm9Ikwk4)xAShfn
zwJ&LEN~_((J~oIj+hL%w-ukX<VML2Qel~E=yfwX3?0i}@61Ak&L1X20I7e+?vWfY8
zl<&TZAUO5H-oXg#<65?bTVrUz<E!RZ3T}B64rknpWTafU!_8->m+5LQC2#hfZPl?S
z)ysF}&J%iu%e(+LEq)-w#CJlIucvd^suLLWQnTV!MY}Cxs4|))2*?pK#h0lU(Z*V4
z8Acs<J?a6kZzb2{e9Rm6gvZkr2tLi3h1vkG<Rf9^!`z$V@!^L@MW{q{qsbwM9Ttpk
zY#9iXVG7;CUBOPPqvnR5*k(Afukc>p)C&*33FRe@$+eC$;-9@~9G#*u&?kUnQhnoa
z7aBU~yt%s8RTm%ucipC0H$Sn4igp}4-j)o7+Ydzf!UBN9kP069wdB;zyjMaCQDk~a
z<AfW;k**t-6}FcPaxqeC=YSVLyj@IGyZJe}IoB4yMYXNYe`zJ}1^OyYo3BJVTA0f5
zASL4!oHk_?*KU-=|8>vSb|$=E&&4Zlcu*{I1idF`(xzAeS)ZFh&}+_eFu<(0`$9tB
z!*81NLl{#?`XxF|u93<s)2jLQr_Gtnc#Eg;=%9_|Cv=8y0l`<abTsP&ceQGxo(8Ut
zs>DfWKTfoH{Q65E>Gkpi+lzBNPa|ighQkxC4hb11nAFu(e5$BvXs8LF>YkEF0*6gr
zzZWjr+Y1E%)NkauM@iN6eHY4(v>1;xno#ijbXL;%R7-owprRZ*H%kP3{zLI?fg0<F
z$xGMXJf9Zf@W?1XO1_z_N@coJKVUrEz>OtQ8$^nfI5ylKbP|Wq^<8L)_mdywHj6A1
zT8_KSOKsuy&a*IqhrFR(V+f^P3wh6m@%UkWQi!;Via7P2nFcr<_#&c^I(f^!wj<r9
zEuJ4OZqaqg1{&Y)Rhqn8N;EbY?w;n*VXA36lCbwO?;yO+KlVME;}X=b*-UUN^i-#K
zY{l$CmQVaD>&rDt5#cBOtpsV$<=yq9+f$G~!e3gd*%xN$;U`7>EJ%XUu~1;e!ZGG8
z#{;1fNtO!Z%Vai0(qqMeSU`N0oV%GSeVRp9No?8@tCOmB-*Su&1`-JqoRKHrYQ>46
zipn80W(k)ZWnO0SW!-8rac941`kZ~S%uUZhvhh@L*(@S)eA$P(=ENA+ufU3Of&oil
zPq*vys$4$wIPvV9zW*XnAJYAnnBz?}mBpn3No|=fS=eaOenUo1Wdg&oe8BFI2O^A}
z2yeU#u}t?d&dJ_$SA}>o4pjqZ&Cugw<ss1HSJ#F}@_Xg&BQ3I)7_+<rbSxD~4#~Rt
zKU5W(Sb??R42rFpw5L=v8zwDgOyNk=+!eEqP`eX}L_4@!tojGdM9WxyY3sMNkGvnR
zsYun99k`ezB5c1~PH*aL-n3fx$>^}XPxxF8gcjal+*X_wLfE}KRl}ygx0e|iB;zWr
zuOYO2IU~l`Wh5W*i1kgEhDF$_Vb&bGSGj`WSwe#txRF885i}uiKc=Ij6;55wzh^MJ
zSBW$))U;m+cjtZGtugbNa%P`>q=A*@M0VWJ>agMiVm>2caDpz}_2Gw`kRL8OOZL-C
zev`+UXx<HuZGl;dV)h`+C3JMq`!xth>H$UF>!*h8cWf*Yi9I@5HXf?F#=Ghmn!k+G
z2dny;yppq=g|jUiEAVbZLT>>PG**OP9a*2P$>~3udER}$lQU2zkQ7+7(w$m95;?~s
z_;wyAdG?{vt}z(L8Q<I>fvuVC6KK_&(R?gF=D^9zOn;%jrBmt|o4aYVM)rTB?7hR;
ze#5unsJ4otrD~S8s7=+LX{%`XqV|@yilV4mv63#-u2`*=7O{z)nyFpX9<gKBmY5;K
zo8R-if4#@?yzlY;#UGCNeD2)Wd0*FgUFUh%IP@jkb53nf%b;_KN%|GoP++m`rmgg$
zfnx1ZY@dQzSJ2h?ypL>!#mV*#-{s)&1`W{;SS@CId{OqAJ<+ZM$g3gihO+zfGJR~G
zVc(vgGr+#MLiHm16`}MmAoB?kBN@T#yJt$Zd5{Fq=+PX#S>2eQ9Wgb;ZcE(Kx?G4B
z=KjLh^n9$uel<RD5)tw1SJVFARAR(Vp<w^uPX97)a&HOMWgKy^e$#ffJ4zAA^?P1r
zY=XHHhn)Ew@g$!8;qyM8_PZ-VuZ~1jom&RVf_-W5uTh<`yFyt<>Fy#tvba}OUTm7e
zI*jBTqc?3&Y}NgT`YGSYk|cJr86{s!cEc7EapZ!Js4bpa&%QWP8GPZA?!gND8SdV(
z`SVgp&w`bseg3+50ST+x*Q2YP9A@XB0avN?G%e$UvFJ)pm{tV`X|=dc<LY2tsA)Jb
z99F~j9(Qb=F8F!a8t2xtY*so`LAn5s@n6})^}e6+$@ci$37W`3g6F(U!jAq~f|U#Y
z9*R9y3C>K`T*)~H97e(#!M_fHQ+&(d9mC?+zzZ52<<P#74KOpT@{Ol)oSilLEAx{Y
z0dwlpuycUcB(Y1E8f?`VpHvoCCb5-L52~Ho+&Ni?{4y|YGcyN2&==P%udyQ40*$u@
z)!W_!8A7!ejX9wM;9A)o7J~A!@iw}UR?7&+`O60)Atgp1{CN~&?mbXWuHbwLu#8vY
zex^~n5^Jd<K8pMd39eX$CugLRdukg=xDvFB-*OV_OL(vmVKo}<0yqA5LM|U1!c1{=
zBdXIn1V7H-pEw7&U|14Zi8g!X1IQm4k6uq$&Ff#jEF$vo)%C=hWroT>ye^fQZ&~-(
z5`@cE8);h4)7QQWr<M;UYEE-uJ-{}cP~SOVA?0cr=_XOf;)7(-7TtT*R?@3(#P8_Q
z``~Swg6Segm4DLsBpR~>KKsx3gVv?z=YUqRbAX4pG4ZKC8-=y2z8ZJR=}b+gtuIM4
z7D!I;6(m@k14jSb7Nw-Ous}SHGtU7ZeIUUzzt!X_uw-!`CG>@9u>{L{bcLJgl0Q{d
zqy1O)t4uciqtz=-xceV1WA8x9qYsh;4u=Ru`lh{a$6rxS4Xnm-iInMPjX{=)CfR(%
zRLOA)(YfGpDwMO1lAAm7rZiWuvF1bO6HbQbH|RcWI2y6%b~L5Ukou-)9E)1(5G6^Z
zf!>1@u5>k9Mcu6)k}>hh8GPpWHId8p9B_$~(Ea{7(e<b3N6exbs3`wS>X*8qIr&bn
zk-X<Gth)vW?HdIS?@@EVTeMWV>Gi1ix*b?4B%8ZGcf!Gd!5)rF&;iW#mTM3}Dx+)e
zrl8<qPwimjPRYF6#*faw>9M(H@Yl~x61#{e{F$D*3x}H4XXPbr1p@AHkWQe_ngQOD
zl)C+|FGbIcePM@tey=L|C1QS+m`z8r$nxzFtkx|nr^zZ>H9e_3#6Uv>^?v!TO59YZ
zR&<=t6^7o2aPq=u$qyfYCw9L0vX*Pfo?QPbt7a>ARQnCzF+SN%FI`$01#dp8EAseP
zc~(hawi;7B2M|RCqmKG*H+KCEwHJlv>}U1gjr5*5t~u?3?xB~S>ZVH6+$~Kp$L!~*
z?1NMni&Qm(1gY@BEZ719R+;u&+U(dKFB;nvf+y(`T%$w5E+=V$XRF1t-|o8c^?kg3
zI$2zd2;_Ng=pBb-@>0k_$J&M2C7a=Tj~(E<QX)3S>1Ag<A}bl-c+{FZtW~>(wHv>+
zfNM>N12QUna4R9xjg`7q*1fM30<rLWG77<qdoKG9YYdv%8}n!=y)fp}G)M8A7J<pL
zR+;gGB~p&8<*Z7^%kdeCC1`5OIlwD7l2V}Inh%|V@dBMtQzva48G`^1C0f*6C+nL#
zvm&bf<a!1#7N%U$WNEX~<&C`OVVaj$7Gb#I>Fn=yGB0?%l{jeHlxoL$OVnY1#x4&%
z?$(e-X})wofsOk?6gBBhhv>gamv66B&vEm_*)Y9g&7`;gRt&a9nkFMU(lN!AExaBq
zDn^ovZZkutGslLMbU)f0G<dPA0KaEQaM=4IU4G<N3$6p_l>CINjJn>6OhI%tx-Z?b
z^((5y-)r_3m7VBT5G(c<H3`c{%)%*bg_4<*V)S_I@oyrHVC<TqGKu1a9upBuA{9g*
ze0tB39d=*ft)k76{1fCej^B1l3=9{q<D&XRxtDxYiuC*S;F=lJ;Lk`HKIh;Huz08)
zN$5+r-A)?WngIHdc!79h?>HdaDy0JBj*7ssHa(n9Ye(?fBe>S(6%3ge1L=Kva{-Ue
z0U!&0KXe&hVY<(O(e^NJ2bV&^gy$Y4Mkx6}*0BlXrf6eu4ed+d8o>1kq7@T=JY!fg
z-j*Y2k)?=9gn!3a!a1NrklAhi?wH@6pnI@kTy_c5AZNP9K~0s^8@c*+iQTPmq1enO
zrs$r+lF(q~mE2oewEF{%x*$<KYZmMQtK-4-1~4NBb%*RY67%}k(7O~`v%^#Hz2l8k
zXQC%^c5?H~E1SPY&36Dft#Eky%Dg*Is9fx~kww*pZ{xlp5*H*527d_Mn=K8LlE3m!
z(zk7|cI4Bkhv+%rYJwR4WSg`g7*AVcbHub;i||IGJCz6Dg~*?eV_LcS@py4Z`uf$r
zOtssr0bd_UvANqgtAy#-x}Zc%kTW*sjYp%#mQrtKI!5zqn!HcMHco1&dRyM@xDVhf
zRE|xm$V3Ytg!w6cZWqIUeN*Tu+FGdoIuFxLon@hZs83RMu!X9!;V_J42Au%{{z317
z40lr!`hoF?t5gB93Jpv@K-=#V8CuhUkxLlQmj-zwp6s*s4`zN{I{pBE5PUYF!u2NX
zX;}(z<cEtRm5EcNG)pINoHTY0=tn%J!H5w#aLE`z?M7Ue4V4Y@aV>ODvUPhfH}iJb
zu3wCuJawvl`;{;ZcI&|Y7dFTw|2Vn!RM(U|qJAH`S!CkPJr_Eiu!76~_b(L863P)o
zQf|kO3{n|)mQF)m@4Yu=<GKDCi<vgQ26QLs&96PnBgEx;$#n+vWQLX5G^wq)O>61P
zJ|P{oG|X*<8S!7uy;5Wzx@qNIc8adu^Ol(wEWlN{ejw{C;iecC)81p;*e+2}HZ^rh
zfzz^4FAP3zc)nX2&ole_^y%VrV-5O=hRXc{+fw&#t3DcC)!F9;wA_Q4U1iS}kS_?6
z894_q2O11}?rZ5%zC$mPd9au_u$h8(UTixXiz6{myKx9>I9l$vp3Qe%Sou=NQ{8KF
z^eS5)>?c(UQbTl`_dG1XJ(}0CvG(77iLKY)r3S<oY+ueQuy*4OOHDyewY%j{b$qp(
zp84@4LXpnGLXXyrrk_s!Cjs}(Xbef@E<|!~+ZXYi4${sT38Feda_OYan6985a~0NR
zn$1fvEUzwsJTtnh)|?|*a=VAF<@n0L+m85$49sef2E`TBmHDmlPE@Pnfns1bZy9%s
zjs64-wmEt#AcD7BMr~&lhk}V_3m9%{Um)fRRDQZ=g&1t8r)&3mBrHPqo@BVWR4ISq
zX+TnZu$3q0QS?X_SI`uCej<=8Lp^|FcHIiGj$0lMM-Av@?=c!{HQkc}^a2w_D+8Fc
zrk3ucs;o?RFl^Zq1y8xn|3?{&d|Y`B*nN8rpvf{ve)tOFp8-!*X@BpEBHufJt#2`{
z_X1bk&jDNG#+17*#Jy7v+NML*z?2}O9fF?)*{H%~C~g1dZ&4NSU0EgWTHN>ugm0d`
z<L@d^f&Hz!AdN|DO7~yJKmVc+#%@XF`;U%~!w>AMJ;?~AmPj2Y_ZE-HT-gW{5X#~b
z%%UveKHl|1=$!@dC0MH%IdIYN!l)r3pmxcLHMe+1_ofGpcVK6<D|x$pIrzfE&fuX@
z4Wz!BuC-fT(=ter*lRqVt!+Q0>7HOCfv?^_hFg+y(*8^nx?8;?TNG<)&siG!h+rI1
zswl|5ZrccZ1)hD#8}{I7V!kXhqQ0prqU!<I<tAQfZIRE5c`cPD;IigYi)KYw(2luR
z{+mVVmxYgJ`bUDPOmlI#$QF7$to<Ai4a0-L*C6uk6T!OGOJL^tI#i%Dx84{}%~)b=
zUf7c3l2a1p0IXxuz|$hh#`Xz5v2WiWN}1eRfz<My#ojwP&Nv6m5Wq>U<q*V@Ya5O?
zG=SLZjpsYQ1CG^_t-!zsJGEq5;M4Q6wPM#b<Unt)NND`H&+Rubd(Aj0+zWYmqiZa~
z6S(GChg+rzOS^x5apz2Sl^g@PP4|eL+Kp@W0`Z2jJ7vtrag+)&kM9B~ln!avlkbRn
zue0Q!lhY@jnWFpH?CYab2t9qR-}8Us3(kzj8L3`_wX-QL_C;Dd;G)6k8lMVxjiw>&
zz-%fk#$#-df^4}8aazWZIfWKQKWe;2DSuwZ-*s1>kocQJxs#1Am3kz2=UsT@+q}S{
zKJhlQ&H;CFots~CQCXNQ%sjf=+$Uau*~n9N#s+<Y^!|SKA_v-wsm4YqvKX7=(QPoc
z*Vy#<7@tK_-N^RHto`KQYoHs^KQ3R?{gnOfq^LyDLl=3OGPSqgjObmf$S6?rzljgj
zTLW*S3FXE#ltJ$#;N`p1oNL)Wq633bk?@_58C#M$I#oXogQo8tlb#(Gl|>bO=@p-V
zbtdd)B@r`*$p~di;|=?__=5BX@cyR9w6uSf6?~&OLE;?1IarKYNEc-EXN$yD$0L@(
zH>BW@lO>0h7RhlhS9Ro9BVWMFpmTsl?H^5EU6eM5k&3=w#WPFu5e$*WV=Lytc19yo
ztYXTnctoLr`7<&T>vPlluItV|Sq#5%cr!5fRtqyFPD{d(7_jeQKzTT|k>E@3`6|NW
z%ZN#KYwm31)K&~nX^~lozAZU955tZ6v)L{wk!05e%rGHmXc#ZaZqr!u*Mb$1U!?uc
z0hit6h`EpP9$N%RgIKboA?#AouY<qKYj>ue3aLy_^3yq-uFR=b`K8GU!wve<Ck{NJ
zYP;`N60N_C###BBS<d(L*`11ETJ4<Hy(gCpfy=mU3%oN_!tG{@P;KMLGP)5x;lw2#
zFp*T_({ua9fzor`o?Ur|`YeUY>lt%h?5Dkqn10GX0S8O{<Xo;-NELE&y20+#Q-fn?
zA_v~pkwOC<FT_<3@Kp`Pki|LHJ#7bNqx#Vt$eSl$XSuH5;eOb0b-DbK&%#o+%?|HL
zbD0H9_)srE?%m6U+?<t|(`hwC1#dvsi#)euTgx<8mi!D?_D9|xULV-G$1Yh|@Y67x
z&D|`s7&PFuv-{*_PO?+wyFAxb(N06%(FH5=4b0+Rhv!2iDjX_IWIYEMVd_QQDLJjY
z0WN1c-d?$s&2DB#mDeseR;!|m8<lFR4nT(FemV2(JJ0`d6=y`|goN#<lM<3z?oj7i
z6p0iPcPMNq)G+5!E?Il5HcLonM1iCpbjPD#-NYGwkFH0yS$fy%?Lv{+e0e^rbpu2{
z(8xkUtU16(->s#0_g?Z=siwW5GoR^a5n<eZy$Uehc<)eC`M8vLX>m?_2~FmZJq{aN
zcEvYm)vkRHyz(w$ZGM_rDUmzg=WbhXn6^NcN0nmHl5g>mGhcV=hTrJ43OO}BVCX=w
zrhPRzg>oXCagg*eX|%iyC7(wrYT+cS5jjZq)K&peqTvEXzU}0!`^&vy?<BqVc6$C^
zTK!Cs7Qcl>I${uy>DDDRYSrqII->p(zTUNCE_;*!Jx47;eA-TM8&aWJL=w|Sa79vS
zhXMzbRe47w2g3E3@-2f_j`KL@>NJc`3xCqBoZbKFn*2a=?G5}fK_ax{t7HaCaCMo4
z+=#Te!N9c0ewez}z|2coqi{}JTM(LaD;IVuyLdvb$GgxvIDu5A7x;b|C>^TRX(@r(
z@f`3P;y7@|{H4~yydG9l@p+pE^2~|n?~{}A?JBvqUE1jzI_d$TL$+aid#dtWW@*f(
z6GmRjd#{zfQ?Q3MXB<=}B)(t~nf7~edCU01>qH3FgaA!W3!V+|iOEQLx!JnXWzA{9
zp!vRBN}|pq%>;b4L>Q}^o)mZ#e3qqXcNU>mFm0Y;T<q2=TmKpw2Vq|5Zu5>z)3(FQ
zwj<cq)jE!I7`+uruI#M9<!hr;pD|u6&J6xwr*EV|yTIzq5%+!YN|9L4Zh}Rj!nOC0
zF1`}Dk~adcp5&-2SVr%t;$;^mVo1)^b^-noC^y7?^dYwVXtCJs_{<MPQ)Q=l@`<MZ
zcyU}Q?D`Y=5zD9IXMTK2JIRHOUZ@(d@SyipOE9Ehh7D>Y9=muBXa}<pQ~PMYeDX_R
zvzhM{#$MaF8Rb>25?koPblC{N8Sz3@gVP$F6N?cFmAYGbEv42I3d0-!*(2VAZU4mE
zb>phm(96It*_TGhI%N=AN^Vl4Y?~=5KQ-Mcnq1lTl!Dt6a(kdU`)H8<*7r2oF`+B3
zXYD+_{Z^7N@Y<HJ0sC7v6!&)_x*(B}0r5tZdJQ>tZ;F0NFS?11#zk}xDW&VmSVo$P
zc*~)BL`JAj^M`X>3RW~OP91nlF4NKmLymb{y=5wAG>5e4q%t_Nf6UEzxh`EaV2L?#
z%SVm+A85oJyW!FA^|lXwSQ9bFECl0(BMkctC@f?dWH}uqJMBrjhfbkFe#dqFeI8#g
zD!i5OS>mz6h8}zvWTzL9<VE!c8wB$c-D*uOkTNc-Vg9!2wm9j~U1%JvRX$Xm;L(bx
z9zXfmB1QDD9u^(;C;jsC(DWQ%b5Na7edZkeK^UIU{{FILP7?*m#Gcfw!)GwA?A_KA
zB$S;3bapKMSi{$_-!LAwc@B_2d|c0(d!SBb>Ri6%(RL1~ik&u!36cIz0Dq~Wux_r2
zPMXejRI7*%eY+u``$!1+vZ7Bgu5D3xho>LB5B7B<$2YM1RS+|uSXP9OV>&sB`Pjb%
z*_rNR4I&$!bj&yA4`d*U8jWgbFIX#_zNyW4{c+a*yUd*ku-c=)86BnFKEV47wHj>!
z9lCj(C`p?DtZ~u=X>ab^s-I@9GNY!wJ!*|s<?-3o%|$>*-;|J~V6DnolM)Hs5V2IJ
z_Y9MR!q}2;C}PhWOg8Myo=uRpCGYaUKEO5}Xi8F<wi1Z0z)0XR&<%WcceDP%IpFlx
zb66KfCA*2%&9z9NrH;llA%D~gtqwB_^R^?fb>gN(7iL@dCz?PDo<>U!PG<Q0D6t3!
zzm8`?j}k7H8p!hd+-be|QMF<uwi*=j)K~2BhF{~qiMcn+T<eGciKupI`>NG{X_8@Y
z>H|Vb4uDyW0;+_)R@=d-yF}k5<0<ShC&8*6743KfD=oWo)UPCI;G8}$_t*6EIl!j3
zGxiX0EG!Vq;a7R+q5Rr6WGmM+m~u9E?7bQe(Jg03Uas|+3p29=Zj~iqFbjnVQiuvn
zC!^@&r0R`JLr0dRusWT$%j_0~NVGaFfxhSW!XBw>q(7Jf^${V`kr<%;mM}mQa~`B%
zF*RmMGtg>y$6L`5W?siWH#-Zu=Hj1HwN4knM0cupp*i%8Q$%O)4Zq`eqs^mpr)bP6
zKSZLc=&>Sr#tNM@6<R|ohnxd;j9q9GUo(2gK9mB#Uva39P2hwJ#LA&dv0ikZD_<!}
zN?}rztt4sht?{>2M30g(sv^}pMV0`{;+{mNwKXaKz=A9GVD-MCvrr@and}a&_`f7Y
zV2DD8p%&3Jdm$u?+R*OYjr6}WpYC&atvacQPE5;h=-TX#bU0=2LkF~CmfR@k0ErLZ
z8k@9OWxeMOyc&=+ay9KAPY|N4_Vx`rVkPMsS%BzE(jz~jprF#BUig%>7_zo<+-}WN
zX)?$QE$-xTon1oM^J|`$&hn3_hox0VJkI7W*k<*5t%gEOY8i(3%2E}xqhGVPI|>pR
z)e|EhMw3ITf6`L;K(gu(l#M!i4nP;Q?=f@IMsj?0#%l5^qxfKn%!=DlH$#$HIkKU)
zGi;8=!e+t0#tNH*-n5)}>ctgsCPYW06*vypOoD?v3KIKirL!vaI$4AAQ(<tLVR^4h
z_Nv>w6af*{<N(W8K3<ZZtgd0?`<BA};(_an-+~f_>ta7YMQ}*9>z<@MJpk<l{>3g~
zl}q-uyJ=1t?k~l++)Y<Or_j`@{c4B5u&H*_F^tO~JMF*x2jziWK6b?yv~P(w=`7CN
z({kS!t*!n0!JK2@!s7x_gk(0T+$yTb?w*e~?(^)8hAFgQdn&aoLpM$_(=<W0(Nw|^
zw(y|JF|=P+Qs5TpR>D<GD;KuOmBdNRT|z{Kx@xYR6~xJ~&#${nxcXhVm%OX<>^;A~
zv-EtU$4CM1{dQgcN>Gp%?fScYbWyue9@5c&wtRPlEYm`oB{fnR+ZRwVEo?*}A#L#_
zhAe`DXoCy`cEOA`TL+BDit1l6E3qn@*SkR6m%e?y<n*P$w9bmxG~GYQnQv#<rV$o|
z>GR;ye}?>S<dd+A;(^L+?LH+sE#AoHr6g+bEF}P_Siwri+_DnK*?t&-b<ilrGUnOm
zKb`-@w=)&<tx9cu4FaqcTNIA}G)l%wW7Mf3GL39gmKN?77)9J%K1S4KaCYx~`e6Gl
z*uqIW#du*jHdHRjC{6*gY-w_pG5PwA#>a5|#K|)6FX8&Wt3}Nz%~GY*E$(Mos-3;r
z*ubMk%(5@Gg#PXSp1r1DL|vy22*_b!Z#W4124FVeCqFiN;~Zk3ae&r~ab)86{1hcm
ziy5Kv1yGktX;GJ7;WEEMk%?G0TEYrjn_sj4W~4ON7GiBce4CWqIJZ#{(lzJj@pl9G
z5;KK0r({zZ-L%*VW5E{xIt=3UPb|l4nFVpeX&nD`>i_92^|==7O8?cP+$&jp_^0;M
z(dcM0u6GBy>XhX>R%Y7_j?T+OETpZ5_-W28%eIGrV+EPWLHHJuNow0@$Ml<NzqAT5
z*Y_%23v3LWonLZy7JEWGxK2R8p^aRt$-eYCUeYMIs1pCLl@O{)ge@e{wFaMjB?f|O
zM&P?TOrxdOrC$8uzYy?`P)>Havqa#OW3lN+dt3P?usnKE*ae@K=ytVVTYM;(MU?>)
z#aTZsvk5#}_)N4}@}|RWTCuOc+Zt4C9zeKk|L3FD^<M7b!@ipXK&Aoy{k)&R7z}J^
z0#$9Hy5Trst95Ken#agjQ=(xmZ0yv*Y<j{{s2+B^7WPF;bHW9yh#tw=FY{bYc_{bf
z{(~QTs%?~AK&Pke4ab`*5`inAvd|GQ+~KHEwWtBbso|hopJ93Gu=Ov1YU$|O17oJO
zO9W@CkD((?{&@LChL})RD4U0E^1;Tu`1rKtn8It(-+}R*4*3sNr$KxXkL(E<|2h|)
zB0C!2<(D^<Ikb3U6vGY`LzCsqI$kX2rH7(k9Un}Itn91}6fA<bfrP-{xQc?Vy(yIG
z7#Rpm(6A_+o!vO`aR41#>M1q;7w<Hicgp&dY4Xp?*jnZ!S>R?YC(<~TQd7LPeYQ@n
zl>{t*?y@SKTh{UjoIr@+Jj47n2OTNt(A%3}0hp6)lqFV8k1RwZwEWcP)a~_t`N;Q4
zCw{ofT+P}zs4Ds4)avKX@)6lZbbCB5cb>d!Oa9)+^e!H(%|sPbz<K7PsTT$jw2bTp
zCbpU=xhxntank;g)G5fDL;Ud4a63cyTh*TAo&6S@O7iXN)bXHS`d**<>M^UGMsC6H
z-fiH(+QBsC``L*sxuu{-&=KkxS{kN>tH#B{7Hh~lq=(FLveauHv~hFSw&BiynCb96
z1m8+`wSeOoP-**Lt?8$;Y_-Vg($R!o{swZttBHR8O#}B3%6@RzzdlJ?a(70ID}(+%
z18&cidz>jIbWj)^e-UnG1-fY@*=SHhclf<lIp4qj_uOc-w&JbNr<zUk0xOm;KX%k)
zs10bU@v4)CNKu$emT^Q`TFwdZlrQuzFb-CYBj2z(Mi5_!w(WhHzeDs{EW6Ofy#}eV
zDd%a@^W_0cds(A)hpvHF`2sJU8qx7ses=Gh@i%^Yh}GR&$<882w~s*}YK#twt}+eo
za69*r#yMHbgce22C#d)s%&7$T{;Rz;8&BT?8&UVBOJYm^F{a{_M;5KFd@_^i8$aIS
zulVhy#5l61;4f+>%V1x1zfePj*Kcz-*VQxFdYv{XhKdllO_V1AL#2o>mg-Aa30#pi
zH8qX!HeEQ!ZQ-oghr+&NA8eOOBo0gyo_2-}gQ!nl6zRwEJ5QLxLNmahH0hU+h);^Z
z2&&o$^v>Kg%~pj3YDACUYkHfAEP2xQ7_<>COyyj2N_LJ+PpZpO#ux<6PaLS@2TaPi
zIK!Y|prrQ-6bNhO*J8~7{)22t+=GhzGPGSMhP0mq8bm1F-1&Y>RmJLS&Vt{4-lO^g
zV|pV+&H~esRP?ZnH7c!nv-IsmtVlx9cGkvdL(GBK9)6WHMKW1pHkhF>*j0|Y?ECY@
zsOF&4e84igk2$MUxrO<$-=jWn4rPirg7T9NJhahlDx)Qg{f^@K6xpJE?6w`gak-!k
z9IjRn34ATfBO4X!tyQZzYqe3>4`m<EjWW^b;e6Vvr~a^8>uBAw$jGm-i)kd*HZ5Z<
z>2!TW#qDvP`*<?0VHypu0%r}PB)_dQ0mx*^cbGGn8zQ<axFbtIEWdosTZbVq*w`ri
z^87Y0otm8>bhk2*%fl0brN4b8E!|q7@cEs`1}E`GreS=+8wc-5LoYK>vHoeT+=bm3
zPpC=4z%o>x+DnxmgV8w8shQ&#qVnYr1v-o2NrnW?vcF}oz24mV^7rW%?O&i>6_r&p
zgyDVJ$(QcExs=&Om$U<$nN@$bU)H~hiPmOu$%~Q&Ug-|tkuB=H>$>zqT05Dq={o5?
zbrxK`*XbRPyV1hBIZrpPa1QvQC4y;!F>j@DoIajggWH9`H-D7&tu-X``}KGM23a?s
zwVAbPn%bQMq~HcdCw6Dj43;-GUy6LO1@=2M0*$g!|Bkq}ZAkYa{}xJVp296+p)Lf)
z{6<3clHnQHgNqjebgg+ZZ_3?64^)VMcOlmEnU;NaVX;c6!u>HWD{-xTSPpi)?rd@(
zulS`8+jT2LskB#^1>vSrk5CCpwua9FYDVxlj(Aey;O4!6;oms(EdS2ZG=P=BYqNva
zem=Y5A|ER^5MpVqw|zf_W~y%dJ=oEk#_>FgimdGzExVO$3vJn>l?q{jO9<jqnu39c
zz(&5a^oLlzZAL?J7QMi!{)w*rrn#nV96EsJBrDOh$u_mO=4p_W6=ED&mhcDm1qPtC
zwsUaTsdD7oL~QXCnIBD%ZLjvFWO;fP&VLc*D6(SzbY1kL&qs-Mq;6A5*=!K(5Jd$g
zf=>>e9<3+WW4JMtT0!Sc#3ia2br@ESh;O+89hY2;5#;blx?hWEHB_ju&V$;`^nHJ8
z`$(cv2*9awq)?gcHc?<arBrasF2vViXJu(5%-?yjL_c|T0L6uD%*QAkIl9UJ12RIa
zs7x^YXj=e=xkhp?JX>f~;TyFxpNO%|UX|&uVyWc0cE_~!F=e4U9<*gUR-$3{uVlAp
z7rW-lWR9n<YQC(qv+En8a1agiAf!jcz(r5VrN}QkM|*;;-f?D@wO_Pv{q2krx%L)t
zk*?dlcpw9QtluNt;wFsipZh*+aRXc%=!xF<tZC8zbGo(Q`Wws_s!Blu-3McA$!AUw
z@RD>_ip<y4r0RhfZ~hX|%<zYfuk4@K1#Or`z>y!$np$MtRD*1djlZ{ulioaW?{>Z<
zm~I08d2IOT&O<>p>Ts%HP540gV$9%Fi4}eo9rebaP1&T9poXa4RBGf73TcxUzpCy0
z7P2WRy2JUp$AeiNr71<VgasA++R&E;IoO<f_#ce!YDuIWdr@e+^fe+5bBTHfI?7J7
zg3o3rx)#ZxoC_c-{TgTCy$vcX!k;9NKVvi!-#-LoVvSfzWki<tg5Lc?j?Nn@Z=tfg
ztfR(CA|cirH%Glksq`NCC+i6=lsejO8jQkmdsDBH&4_nU)^6v3n@}G2ck>%V?td+(
z_f`M18~#TBQ6sVI%AIcl^`+wa`FuAjZ)}emNo!40;|jK*;p1@{y1eG1xeac|9#kgd
zRj<<1nGSH(-cAvrdO2;IL_jSo)h`&R1L?LZW)aNmW=29awKjL*pxgk{SE<?pOqq0*
zP_On9da>sO?`ubEpGWtboVoKFP{BJ?S1pML9gATfhl_Mj>L4Xtj-|o=*x6<9RKk)Z
z`5~o6!w9XWGTQP05<F;t$1Ah7sOF5i);YaX3XNIQ|0Q7;n;B3JYR`~@=nzOCgWmr9
zmSBMh-WoR-1vyjVi$3VtyK_L|+Ay>Wca!V4V1;o6@4-XrFj2K!r;r#PKARyN<-i@|
zv`XID&*qj6&@Hwp)9{{*;~5P*MH<P0CG&$?2EbF}Z!zu`PKwjL?~+cZP~Wk0&|V<>
z8f_B$Uyk&A%<*8XZFnaxGO9kTGPk`_r)O&a7H)2?GsxtpVrn<z@wkm~U#f+W$UzlM
ze%L>$yN~18L9BgXlRf6tA*ZZhJA<Ib#sO>9JPK?WqW0j;o*;|~x4BHc;8v9pvti$Y
zU`>3>UUuHxXI3cN8h01}%0!|lpUgRch9_{nEH%?qc7@=ggV1`~{Eu)@*9VdYbsA9}
z*pU$TfI48M1;Do43Vle+EuFwO4HV=z0w2KbzKrcoGsVImO|lMw1`**F;xB|grKCx3
zlS|WZuUcGPgy8uiOR4*FL35b?#^9~Wbws7r_D@3ff^sL#eH3xM<vyhEDM1mNVA|_b
zJXu{jY9EmbI_a>wQarL_FZaiOG1yAy%4qxI>SJc3S6D=6$w6S_LH(fBv{lFBrZb&_
zgVicW{RvH=-Ty#oA$4w^oszfEFw*_rZ}5`V2L%@Sm})=g?-7&7JK}YZ2DVrHkRM@I
zkZkW$ND5}(kj9nV)G*gXkIzEe14&3U^<r4{(`vl>F>T^QWKlL=5FNNpSpZ(yeC*8u
zDen~{zi@p?rrlZ4`-(%qZ+QAr%0uA6fUJpGa+~ZeTm6AdPgQ^W9^1k3cd{hN==~zG
z=Wcc&v{>g+HQK1B9;mL>y(fcs;enjAajUy8tYn!ee65|ktt%SvjNv(ev-E!&p-GLw
z-^@O{J$kGz&75*6Taxr7^yV<;HTaXGDp99=t{GY0{Dxg}%%N*yN!jK_(yg{XU!Lwh
zP{(TBi!IT4r>-xvaZ0O+t-$i3nil$j@FrU~l;~L*HXSJMFF18TWl~%+{#1vn8mL?v
z1hnGEbkjAv<9?<GjCm;}-?3Cmc+DUeZu)@dy@dTo&<2W%QyILreG=w1frhDTW&ITc
z7V4U`cPe^FZoE1Sz#(^<8~lLgEv)1R!!0bKGI-gxxeGS;Mw%4!+Y7pV#OQXJ#8`x!
z;{HxK#czAOG4w9A@YU~o)hJw=*7MrwF+7(Qtb{8GgvDsk|Np^Mo5j4M=TMYv%(RiC
zWzy)H-%CVYhi+-WGm}#!=b7NEF?O0*3rC|~u2T}pFG!X|!NsG<_Qqz3!7c%T@w~5d
zo7EZ;b!IwsZ%d221J)N+eqW^TcjCRC`XI|TVYb>7?J`lf<>?7so1ZFG*pS}MYql6i
zjlwh&*930@7qYn=#V9#27w{J?)+GHJqVIx-^u0d&%5>Lw8!N+?6J26$DM@c9BYn8d
zm&*c%%9p=kyUamdo;`tPJ|4T4F^-Y9+}{<wM@E>Q<nFc%Nas_%airlxOt<X&Yz1Nr
z2}JD$-#lcFlhcsHuPs|9Sw-)<fabiOKV9B87rz=PKA^u4j8)=Mvo4xQ9pJ~P(?~zK
z?zeBGHwtcg{=!tN7|K=HG~(EofbD|C&{$CK1P#$Zq)skbi6ER_j=Du2<cB{TeAC`T
z_tb^b{`TpnYFPz`^&8&~<Hcj&gsfE_n)fKdaJ=tdcx1;v+5*P}k`Fa9mf5x!Nl%H|
z$Eb0jd%{%uURyAY%ZyTZdKl*Wkl+XJ6cDnuuvK~px@gw{k$7a*!}1}X*Z=-dnKr~6
zo|a3aa56~8!@Mt@`Tr9`=h3b#GV`QjKKvm|Q{XgqCnI5o`8T2#+zsS`*qNsC@y&S5
z2|f+7@OwSY^YY{L7-z>9jsDK~(bSiL?4Zq7{cKj1FYc5)cFakA4z5RRN~<}sFV0^s
zyS1>e_}vVtE)~5wlUh;`Vj~EqP6<}ixTqavyq-DHBNq~<pcy7xR%@t5wf>t}ikG`%
ze}VOi3lGDmPXqTM5@v|HpI`EJBuv*F>pYGyf3^x#iv3^rJ1PqGQe+StP7KHXb(Gp|
z#a}gp(~499d!p8;zMNhm(Zy~0Y?EMnKkjaoghcWIXj*OgLgT80#f`P`yy+@C|CSb8
z>(v#%Qzr($#yzjd$?<{LH|X#MJ5eO%&}YQ@CF75@qqKz)(r7f?A|5K=*ib*ZbM&pJ
zrp4|9w_gAtW$A&|#vk8qZ5y-WWI4zAtaP7MH}dhRzSXHs38(3Ol=kGn=D<ez8L(fr
zYa_cIZz?-&O6yQ)Nuen@3wVc?M)@Gymqaz2m6%?+uU%$$KQ;QSGd!}0Dd3&7F-zzc
z5m|Lf!SKzdb7W~e&TP5l`Y)uBdK3M3=^XG<@Pp$6N;c3njA0QRzpF463UUo8G!{-b
z?^h7H_Y3}{{Xx+HmS?%lEeblr#%lnzZ1F^&eIG8^E-}yE=uzBwh0*?d4tSL?#o$16
zpuMgM@j4;pux|^-?LM7Z%_0z(sMYO%)rakSivAxZj?qu?ZcFt(*8EyL8)A<Kd+qn(
z9?j+P2_9l=)|s!Y8dVR3&+_4JC{2q-0Ui9-A{+UJ?6Lb$0TG1HwIl{EgCo>J;~Op`
zmwL*jcekY{cdtL_k_#7J7Ku=M{+6S}vc|N`>lM6VJ0<N1RfMQQ>Kcw<Bq!!FJTaJ6
zl=dEC>KyQdh|Ph}-KEWpEyc;(6Jz{?6#pK)9u5kas8mvVB*^^r{q;tA)iMb+_xo|0
zBjYXQJGegGv_HM+MT4q_>+>;HRhFbtnEXtMklEVaboX({D8>!<Q9zt%7FfulMcwWW
zEO6IRjxqR^;rGU>0r8!$1*@`FPq^Wr$4FEDG?3C^pJ1AX>z2p%!?3F<h<U`qi0ew=
zj{hQTW(?Y+wiiiNb9cOgCVDOq-(;AKDTuG7JtGLre0vctJp1$E)vY_XuO{<cF1aOU
znJhU7I(VImb<4+{dZK<fPX_52uo!OiNjs7&?I*zRtZ)RaKH_(hGV#-K8YLX&I><tl
zw2uT4_9Fe_=sVOz`g<ff9JF8E5URLXc=xe3;O)Z&Y*AK-zRh2P0#wXAZLS~IFG}>+
zm@Szy@8e|ZC1kQ62Al&VQCVjKv?0-BT0`;Ud+OLcC*CoMVC+Ej&zq*1gVr@h>Wvg+
z$`naNSk<SSMtT&(IXMFmaxHtIZ%4zgwnZpXzTd;X&d;D(sCx$NdRWRAeJTmxyP34P
z>H-f-MSFTrlC+PTDXFx9lacmCY#eRQvrI#d(7rg{2Zn@LCA;u2GPf}PBE^~nwRZP^
zeRTKNIUq=n<EWU;PGNL2i}rw+B-j5q)snT!z>5umo9R2mfN{~G13pO_C5MeJCj)<O
zVPQ;U@f;mrw&U#j+@=%dz-y8h7KIW6BHmtE_L5H=X(()fPAf`~8S|GKN_L=;iWX**
zy*F?zqo9`fnaLB(40xe{2EVV3r_kMCM)Gx^g3hHlhi%7sLsQELw%Ivtc`s*6q1Cv`
z)_<Ixju}O2?-HhHh`MhhJGO-s;qEagMlT`O!x$GdS-08+uHYjh_Og|mM{4@)#IuD`
zT;oL^>(!ZKf5w*a>)u6L@7%-94@ilKKWiUFN-x1li3A#zlVOZ!Eg=b#tv_|!mfn>1
z@aEi2lDxi_rK@`5cVc{Aqcf|TWaT<b5cfpR1}N0sAZ;IZDw%XDP|j>+`oJnC7IoqP
zTj>ej8T(E98l7mLx5&2LxR_;ZQwJe~m%rO}q{s9p-LZLpO_F2a2{X^_Ll<w`6S<Pf
z{TG--52|R%DJtR|FsGLg4xKP7r;b*g1DJ+Gv&(`JKgZkr!vWA|{Ujym1h^XAl@J3}
zpd{C_F>K=4ph9z6ML~;uTn19w`Yiz>c`?sb0gcOFm3B;7hdiX@OAJ_!xV+5wc>JwK
zaKbsY%{$PO(Q8HHrIq^R{*XS59o4(1E)Z9-w_QR=JBHCtRBZ^324vBPuxmK-<LtIm
ze`(cBkYZcLcbTh+oOFPYSQ*AYJZ*>Nlf5ZYSKofM(>EShfJ4i%unf5piQ28MW<8X2
zv(j*oq>X?ZlG+ceJ=tz02rbpp{sU~G*_#H7sJ!v6@TDo|@EVUE#=+EUp}$#v@Gle>
zI*Yu6RBZaat!$-@`pXtuqF2(w{72R%<Mk)gVjI`eIvTXlq?w%q&BkMWN`gN)9D1GD
zUP$(y*wHW}s4s1g7%$bAjZreY@BZPPW2Aq#78LbHCJ+GlUAFZ&sa22u(r!uJ+1$*2
zU6yy?SZ|8`<F2rPcPA<Jp~(RhrI8+)$Vjp(k%bgM?NvHMw;R8o#(mK6z(ZyYd~!u&
zSJLPIJ!Mx{zjv2^e@bIVR9IqV)PHlLfZGzS;Agtq5H_b#)BMrg?Qu=<aD(Z1clC_%
z7GaF!y#S0n2e`2))0!E^-6)>d>1iEhru!jrKoUEkF8zr#lhiX*Z)00SwU>}+pz4-M
zlvO)Pjdfh=2=;f+b$`fDaPM>z^=?aN`i!zp9PM;ur|qsRV*76zVcG`1F51SoBX3ue
zX3$75(^y)V(a%?giS}KO6zhK9#L>EEW0_O=%zW+CtagV6(E9V1ia%|w^`px)Z3C_L
zMt4uigTH_-Y#*;t2VnFXm+(+&`^}`+miuA3&%`V2jipcur6ozVfq!OnjR5@VyPYq!
zDitMdhht&*8!6O)`tHXW`58&$byO-s<mX=PU#}a0XLJuQ0sdcq&>eJl?@hrL^>(B^
z7yD$R18lSA^1rw$4Nbb6O_c<--CykZuaOw#lewJfUwG{E?>HeWj?<>t3m&Y5=y#Cq
z&#qs9(G#r}(Vq{2^h8k|^hlFz-b3jfDQPSBC!bE?AmMC~aQZyb#v)CDW;`vO_U9i`
zU%{#GQo-r2zyJ3i|KCse|9pu{hL3x1>9?I2{gS!e5WeWk$N9VzX>?_UU!XS2)~C$K
ze6=PC9OSpQVQ8dY0Q+^Cun@TIL7SQjA;?rN10%C}>cO0w_nB?{9W1FK8*u)WJWolv
zhfgmq^GwSRSv_&@y)h@Yp3!)4<nrKSW-@ZrX*2k5#s3dy9yV2CEgsd1<I@s^#4IKx
zlp-7P*>#D?*=t64^((6&E7rX0k#WWhwXUX_?sgfu^<})HKSjm7M#1-Jho>6&3eia)
zZyX+~y0F8fDm1L1&aJTZB;{{xMaM^lO9{d|COs=y!{E`5@f3H&jSTPc%rQ6JaFvmd
z!>{8bsuccj8zC(-Vk2$%h=I64p#P5;M^JA+IqRx^_4P?A+}(=NWrO*qPKf{W*azLW
z<9$CR8nCAFmXuxEQx5Z==y8LIoNQWv)GD5Zh<K_yV8+hU=jWNN@6^^s-9?9A(Br)-
zA;t}0{moPa>Z#Y9%6$1F`DJOM;@yw`Ckvx}TpWV)5cmPd)Z|G3cf4&n(~FeqA4?tn
zrTgn;E4!lTdz&fqFc03N@he4&AvG<>X^V~fx?^Gu`#uRS)D_%1r0YA$dLx)7g_+t~
z%pnSyBy<9AXlPJHLIQr-uiyMAbX!?a_Alsarqded^txhn#|!T=?gG(Kt3KxgbkFR{
zamnUbrGo^hODh0GtE}h($!z6}OpGr9xB8#E13uC*+&;Mhr~y2?z|LTL2_Ox)_i$H?
z?lnDEM{r)cY-H`u%Znh<imL2YA!zKM*x&pCOBJ0Keq!duDYIs<clC9=>1DPz=11JZ
zw(+u4Y|E*YBwg}FJgjprM6Y_JR`aFZ<a}>OeYD)Av5KoVh4=4XJQ&0NjQ&xmB773-
zd{UC>m%p}#(DQB;G<fC8!&C0`;x*j^#@|8;fEv03R4XD1!P(@qjEc(^B!0mEC3>_&
zc_y^F7yHdqfira(t6=q1jU@#y8U<>tQk<7uQBkJsRyUgPD)|jH5cbycM2<C6F;dEb
zJioOP#%X%tmB8m`3|s`EZd-7>AOJGBbPs*;;5C(ZR7TOR(DR|2qnOi!`wyR9swm)}
z@OLkkTMHW@O@oWxek$B<R6dbRf!+*#GTb5^s)nasiNf~C_j1&dgW4_q3BFEd3B9`!
z&lcF}T93-3ljlTTr-04&Z7Dhysxmua{ivb6E%}H4D~wKo3(7lerDQu|Gsz%SY3xu^
zk`EYRJIm{gT&=DT8T)E*@RafP^;Ony{KMh2B;>aq_n{Z^sU4X`lDx}}m~|51@$6y5
zk=>6^1+D!z9tv;~XdU{`E&QRDL{)r@ZN-=ifuSQv_T{LIw23XZVU35-Y2H^|?W@mu
z%@K99>9RS!jMY8ZzLW)`GOxJLWrv77%ij3UHGGh8(q>8XdXO&I#)(Aao&y-Ox+B@5
z;M;d8Y1?g1tRqtcl;4EdkdYipV{z`W@;RUfb}B3}I7!m-Mx&Q$H*QtWiO2r;VJsS8
z`#)}8Y#A_j#I!*>t_s&ylJMnhB2lI~OnRp!BmcGKLC}Lus|V;=%jwBBsf0|y#`ru-
zFH?WF;R3#1uO1j!WOKMwyt55y3tx@poFO;*lTvWnvrVGKo9X|;$(m&z!Q#V5F(ffB
zubTXCMsJXQSBH53e9>?#6`pSW4U~~Wac`#c-z0YmdB9!qmaR{QWlNpbTS@_~UbSPJ
znlKKZ=1lnPLU2uJ3M;#pm<I`%*tTtYzo7AVRgkGnSRX>wpuK)6ert>S*9#{sZB<fa
zP^*FK-)nVvRouT7$M-6M{5`i*OQ^SyV`o)LE^)k1rdKZXW$tKw|2d_3#jrL&<y!DH
zx2s^U!~YdnW)GQY;u~6MZN3Kl5d|DPq`U2Z_dS<pr)b@KsFORcW^czEe?XJuOX3HY
z2HRng0Rqg#gmMSBW3FK7xz+yJXOHRGSHIm3tI`{o<;cEd$tZDT!PH;?Hx1a2fu)n8
zySpb%vw~R<$Chu*$B(2Wp^<01(999x#}7AkXfaJY1TXwgc>TEa<KmyK#ApB*ItKX8
z@RJt!bo&Y2xM_I%0;a?GBZBcTfngR>LbKrUm#v!FNJV>iy^%IAgm0Q!wCMElKYyi5
zCf8K#ZE>SYq@~Jn&L~_CEb!Y_fgZDz!QLy(ciP1&Ug9)zLD2HkZ_!WxJ-niMMFCJR
zPy=}XX=v^J1={=5J!1F@p+&;AYr)t5_cA;<nyU2(<FNiUBz?OP`?5A=n^xz^b!#j#
z#@%`^VqQn5qH;MWH~rHwj7wWzBC}Y>A|P&jdK@|NhrCC$BN<S~#7Sll@UcJfbOA``
zCS;308o;n%!(AJ*I(!=MejL%dY^(fdW|V(|=*&c&0^9l+@A-g}<T{Fm;&@{gi$nz*
zWQ-4iAdd(CM-cx%nbWbg)2a@oI9kBXi{V}0OVN@mJ~s_Ef>~!OFBkcCAOBtHyJF<5
zgC4QauSu8QmBpsf*E)U9J<7CDV-Fnh#XQMH;d-YXw!Oa~D%;G<F1ge@dF|l-HCTn+
zJQMK7J1uf`2}WUR1G_*9i0Pr$@=)c<Dm?T%EhVmcB%GdX>Y`T{p-JrU=DT1eoRlr^
z@J+lS`ClxYxCv66&}Xw+NnhO$IaJwdeO6?^RQH*~(Z0_(yDU(vlu`xs!b}mg*h52!
zf}YDEqlCvSYA28PovOamwfxuh8x+fyWvq%)zClHU^rMG+Wmobu$k%a^pIZBMtFg3N
zXJsgWJiHFB3fvhcX+j#?f%IC88;&wf4a6jwC?{lX?vy^gef#UHKmO>d>?1M{qEF;T
z;$``4{h(apiW?>51is7JT#QDFXnpasM%lj<VU)%mk5tsvcl!UXL|Z3KGDRnu{}k_g
zg*suCd*?1$MBbxyGub`@JqGzg4T(`C9qKqQsvXBT>0a%Y&4pKrDO5~LdQ+0}>s_&S
zrdsTgR9t2(lXbBDFYECl$?<e7sl~u3OU=%z#N`{hCnn_zjFpXM88?m^IRhH9l>!$K
zwBf#^ey0vZP2g`nRCE>1-U<C7#alyenQ>}5Bt!h-hg{d^%t5bo<%ig3p!P4UQuL=R
zY>$NcO!<3i$8GIV=KvA!VdT&NlY%_2-^)E7q;O*>4I)S2P>;W-|BivQ*%xUj7FJCy
zSjI%*Y625>?xGu7M#=K71)EYr;kjY`KB_OiGbT4UY1~~_?V2MDS%(UHj06@h&CT}?
zfMm1EaXEG#Dz?2yH`DYJj_TbR1JtW@bk-mZsGS9;W4dV|g*T?%QN&3G7i-lodq*0S
zxDmjc#=qu47b5BoxHDTc*2n(AxyHuUQf^6!@IUeMXD7|h%ATE8;muX$#_|6C=6QP?
z+(inA`821tCP9(}*^O92l9{89o*-%v2|tOrB^IWGj(~{(wTM2R7m&Y+(^Yi8E`Q-X
zeG2G_z4oiLnp>ML(p}&%$Smb7KM77kIN%EL9I5KpG7m%hb?10JMbTk?Q@7Y!`vdLq
z81i+r1(vK?;;@mv6PH>b-AsusyHW9L;?=7CJ2qjcB8q)1MdexYEzJ8C!&cz$rtIt4
z_p0D6DL^Jqs*6Y(P0|o)M)|r8blbvA%XhagH=`n)2+p~%*Pvra*`2xr_)zy)<@<M2
zJ@1Sk>$rVaPO*F!UoMMl!Fu|JrY)t-#b01ns1^5=>{2?-+gm$oIHd`^It6E}y6Z4_
zT62LuG+;<ZsE$~)Oy{|H*c`4Mq};h0AC&v-%2l13PCb0;txl;y7E{PyEw-y=JDC9i
zRmnl683*o~+k3yNiX6k;$7_!ztT1*U9c8p$|IA8IL6`TG@-oBrDG4aM!?=K=J+u{!
zmwe}9@O<_0&ZE4lu}>N<ix&-t&0j6RdCW^(Z^v#e0jrC<%;Cu#CV_VO+lYB=&bYhf
z&5W*5C>Er!(o~A_t_LC#&s6h%<7yGxefR_GUj(hjMIN$4-bTaUlX<QNl45^TIJ;Gx
z@NF^@Exw#+w~RkrjH*>Sy}R2qYJ@#iKg)CaT&8LgisKl@C`#MzgxC!uL}+aYHGeSo
zBZA%W05NDuRsiy;<4o@(*@QI(*}ud$(U2-;YEUy^45)~ce=i^1@W7%fU2*y(a}CjB
zhF+uYSNgS-eb<k*^EvigJ%D>A(LT>W!+>C>H-T|xp<fh@R}{QTOz4=G^}Ow9{b!Le
z?T?O|iSa<OeH~kK5D_xa;%UH|l`G-TcW94>7AvE_V@=w!?QE;9e6rNTMguSz`jo+I
z#6CQ#8(ityxi{sz1pGu*g^YIGgh~?}3L?mc1(0~+Y<`}oKij=|28j`Vf!J%Y&#{h7
zO?Tqs*-e_&64Q#^d!P@DsD|#}JEIFkKW2;c;XWB-1HH*91uLZ7E%400h5w*xL_>nz
zQb?#iAvJzp5O0AO5EwpU6E(){=ca=Xzf>OV&ehhhnlmkQP}gKa=1qoo2(-mx7~9R2
z@%!mv1HzTh1iKNd`!O#tQ;yTJpE1>#&T2y1l2B5fjXMG#dkf6#VyiiC3}-m|VHZC5
zBK>I7c+%Vmdt!OE#|-5ft&2?57qre>nrl9(LtLF9d!j<B_s#+Fyn!7oc8h`?(#ne#
zCzDj6S+}HnasF$kjusPI+KmkSB&+XH7W`aQ^8`{o4X&B9kqnoVca*A0+dIU`HCi*6
z)<j>6!W*=zxpq6~?cg}?fVxWj|1mao$^UUu|II_0G8$ihnZ;wI)#=v9ceY>dO-}#E
zd1WjbUc9@zvk?ZQpO^eLOH=56S_J>bafF6YsxY2=EFgk>ha)G^BcB*AS!O!eZWfmA
zX}dvQ{b2hBR-$8Lje6HdJXkfKttt;{=CqwH>F+;K-d{!kop}I{(9%F~Aocfp9@&J>
zzyjwE!Q1r35K=3U8|FSZ71KGdIj&*z19E{n;K^Y!p7(!I_nuKr{cW2lRzw6uMXI3E
z1OyaBI#Cf25Re*rR79G9NQaQ9RH=WdN{dJdMTpeUBV9m12t{g0=p~R)LLkMnpP5;+
z)^pbT&a64>oe$>|fe!@s-nsAJece}47`nuJ+&<3<yJVfnDv18)v`0mnb7DVA$*tWi
z+@rL~kQ@ioFAQ`_uLYGZSO5iC$6&S&PJ3g5&D-@R^3bH(@R%tKMT2BY9V3f8fn0Xj
zuo?5`fc$D4iN7WGxh4$LG-E6{dd%kOEZMhkiWlR6WJ2QPZ{@5?*Ufnt$IV6I;ES*l
zx-ujCD%F1;9wU6#Bz8`Hf-Ck}@`-OAjd}G=*b@(iUrv%Ep4Hc@(EjZ4_(N*H786}U
z%a33JF!_2@gGABk?W*c&-MP8IiQxc{v^RjYQvn?Y&sVxMNKi{m0n?E&&iX+RJXjD-
z^c49=V!Bi1ux_E;_^kc*g}Np5&^&IN&aE=!gQrg)x@op<|6)9WMD5ToFmkjc0Qo$5
z=tC{7-%}9W3gnV=kn3CYIhx~}UM#pi=BQtb-><M=;l8o7FU}!!O-2a=4qQRaI#o;M
ziJ-8{W5zy>A*iZv%{9|aE=%yuN}4R)ih+c`EQ7?gsxtC5!aRY%_~xW`m~P?KI3sH>
zv9lxLzp|Ef#TKDiKJOJBs7G(wunE?1?k@c!yIF{m3v7Fw{wd^Rr)8Qdkaw)^M#ZFz
z%s~R@fUac>Pjr;0uF=$N+#%=XZ4bKV1jgi`n#GWxdY=P+6JLDnabViVuxTV09F&u#
zm86C{+r&zHvW(C^bWeD0CZ8G7oWr(`Gv5=NRzb4?<>ZXfYsXg%^Qcag>}bjW+53aP
zC;S)V)5>tVrlKM5y+d%T(f6CryY&XqtSEBmgz#l@f~8#`4AKJ2P$PR9{t3Mz3&^$?
zaf}j*r-I2(6fcH;7g$z^JRseCI!hO1Af5}P7h6O{?b-*N67>p}Ue7-X@2|<H7WZEZ
zw)(YH6V?Z7c~P^vwHGGUn)j)w1pA|0wOs1Rb}ei`7M}Tt;U{jYFLuhbSA#|BZgSH}
z)K`$G7E21v0X74<h;g0n@<2pF*tCPp+q%9F+dJYTCfEkqI@DLLNX9jeIgifXyh+A7
zG6G!>o;U<pwa!(1z5FzL1KY;PwCx{+qysS1kLLpjsubYNK^Qu=0Xf-vimFFA2Rk0!
zbC5W-9e=<rk%7!FaCv55wRLmxWBlfctCzps=;mwo9$W8E=T1_r+a|a{4{Z-C#?>ST
zw9jmqC#*;;2yT{pG{L9)D?Vt|X-SZ`lbTP_B;7GwS~ASRzbtik8y40kZ0oAYBH^_I
z_h$8qC)E&2qi24I_*dDfC>*cv=6ZSBXu%D?h%(3rs3!s2dRVU<$Bf2T3ti^E0Ph;I
z{j7A8hC<|~?^Yfe(Y%8^7A{BU2iZ}+P`L>SmVj>Kq#Y5`&h}=xA2QPI_=L1_`k}7x
z$6X#t5rrbvE0E&nJhpL}Spk`?edCRcP}d{%eX}G=l*pucKn{x6bB+=)b||0Wpdm63
zNT*RB06nisk{WAbvuJTpcpJQ0z9TYb*3NFWwuX6aY*IAsOGdv&ceK}il|QWf|14BQ
z@{Qy?w$$^l;Wg3%2==mdwv)KzS~ttWb2oVk^RqTQzafk<aahBUXkwEGDFoL8;~m#h
zVvaGzNvx4kpRY7)v65yNKep!GNPnrUAm+ZwlNvD#4EL4^J%v6UA1yN!n@0NU5Loq>
zOPg2o1!bCAX>L2!w4pT23rNC|d=%W1gKHks21*pZPW?cV?3$7tz)n*?^=;?l9#$LH
zNqn>*Ri67t^}@Mi3vmAX_>E!I*%I5#<+zPzQJ1AM6`zzyso!auOL8`H2=+iasBEnR
z>IgtIpqQg=`XzRPH1svOHR%~C+TH`jxk?epl0{_g>PuH;r?pF;nns^I5aJT#GP9`q
z>15ubXIr4O#$zh(O=l-*s;w*evPLY`Sn?T7mr*>KZn)7+ChIixKGmGuK{-P%!0|TQ
z5o}u3s3AKWU6*b5ckOj<Vw~(ErMZlXtbc6N@`iqS%$O#MT#5Oi<d+91G+WBNSNedO
zAQ7xov=oJmfnPw#_pQs2;O~_+*hv_I9uY))%A62BLk4vx3AjN{(?u%sb9nVfU&I*s
zh(5md(CdNjyBE*PMpHLs`ue5%>Kw^D4!D{!K6(L`mLaWI_-T|9RBu|8+@b=U&fn?*
zICNm(4qW~XBMxdx7Q{mU!sG(wE_ou+Uxe3Hi?0ej0aY&ZxZvFoJ93}<wxY1LXMHrX
zkDu?Y^7E$eyFtG$tq+K+nVAM`z&s!TxYoGg;<1`2q{AEDWxnXy{>?t^=*|c{6f+B3
z(WAM+dne#+8kkL&G0dJ(ty2d4XYXH@iITr8YYJ*)#Lf-i6~vYKibf+q5@Z2HN1cr8
zWdEr_gK)SWWLE#+lh3>wxip=ERliN0xGVjw*fez>C6|lRp=LyWt>nQQ828p>Z8l<(
zLC3T%QW5wAq9i`dgK$8UrFnR0U8crW*xM(_ci75(9e)xOAofo|P@Eg9y7E(>+9;Tp
z$5)HX!ts_;bNTuW!IZUKBDP_G=wLgtlJKPl-RrRf@SPiut^xGrVJew`i3gp9dg5^c
zLA6lJZ&WTwh7Ovn!qEh-I$M5n%lfn!eL-^h>bc#_NyoYii4sqiQY#A32Wf~5eevb7
zqt8m4xBXw2+V|b{7_P&p)U|m2W?cJbl#~MU5=jU-*!;^vQ=mVhe#Gl0Xjpn*x@`NZ
z>c+Ek2N%U2JU)N_M#bQ<`856tdyB;esjkUBD@<AzJj5v2aYa{{t-;t}9nd8wL*n#S
z0A{4qUzYf}GmK0xkZYOulu6Gv?Vg*!EwVph#{DtnmDM$kaT=E-cZoyi4)|kuEb*7K
zP+eiM2cHrztZ@=!Tt_TA%ASNef9{e-Tw)4(GsapO^21G=uurf7+~s|)1YEUb2e6#V
z{O8gBfXf2~$4|V^8Kt*|`z!*4U%b*W4m5hUHs-fyEY#nhDb&B!!0(`E`^0RlL<OT|
zV@Iw$<fn1d&r!!{&!Ezyz|P2*5=&l2%wJKqY^)mIV+hd24$N7K^q14ZFI&DmTdI3s
z`wyYEEZP)l{0-3}j!ZU7o)~DNC+``gy<8vUrkYO-OuDUkgfWrLuraU*Z|h0=Ek-8%
z1t=QF>)(&zqdy|wJbIj~Hu`cF&WWI;wksaz>O-4KN$Xl2&p%dadTCc9OhbL-cJv+M
zM4H3FtgeY;oto1PXR5)Ua=|yIv0<t;*g*<-Z6Iv(UveuW5*NW`^MfZzyYpXSH`k;X
z<+%$JbcdqVqvg+~?(xvcKj}8-D{g%&x#g_7UcY7;QCyh$Y)xrP`73c-ckQ4N9=`R4
zu!hbc$mmS@#I>{tV<Zm`MVgcC+uU9pWcU_X{eI}2?k0FP_O#)}KP+qm&#Zh3`Hj7L
z9WW2QjpaObrHP0XMCCwj5Ai<j3EiDhUHeBYrCmT{2+wt_U_GF)25P8wT;*oL8&GVp
zp8Lcp18e(><>m%yvyAIG$+P?VegJf&8#E2>>W=r1<T>cYLAqK(^aFHpbRJd$IFZiv
z6?*o!ABxulcAn}$@IGIQjH83U$b^0E9u2m$P}n<{r0#@CRZ(eMj4d?3Vw`^6>()|=
z;~T?=!0|?7x-K)IVBvk4RdUNiLd(S#+&o66EE8U}(hfK!ZjePggjE5lu|rT&m(^X$
zn_l?*fVKm#ezESb0^1Ap>#7o~kAeWdb6#K%PrT7x>eFnChJpRCCc{d*E;%YCJE7xl
zj3Z5uAU#QnQC#C42fqxT|I*4z<pR1}oUj-v>0K@2c;Qw9<3qsk$5+)ehmpKnAB4W$
z-V)8*{!L!`9qC5M@pL+!)3j#X-wzI4f}6i`aC>5*iRh9k{L7Lui%AaHtqg6Sf+YTB
zagv{Q!h_mn)d^Y{0{lJb@@7T4ET|J5MKDr0IvF6L?Crz1kbdFmVrgbGkDhJ$D_I9m
zVb|8_CQ#~&*5$7F_xXUq66Zw5&5W=#=AnGU0k(!wUEX@ymTp-!)~W^@XG)P^F-K5t
zTe=o$Y_XU>ih=F>C{wjHQxB30@K@?LuvjoFuv<=n-zd|u8$Y5`)TDju?-#zvnA_TC
zXz9f>+d+a?YZ+zD4kST*MmJFKlz-S^I9qFrW~d)tC<{1`Xh;u>s=c=ePRM5A)H7q#
ztandF8Pv$=S>IWZ+c0D*puahwRc}jQDm6`$B+u&mnashHX}L{T^oX-1P~UO*EBIs?
z9@OUjAp{vI54Fp;pB_@G?YMcXr*UC0yPH$s;oC<Rq(JHU_s4`jLmfqLcbXReWeF7U
zN!b|>4e%`PW`<P+J})R<+AHk}o!K$mLV6rZY#$)NP;N&27VI=#8%u{fkvDqguD_ie
zI$c%}l)Ptehx@tk;WbN#RPVNfbd78GS9JZv4A%HB%Nvj7*L|s__4@sD#@honWno0n
zN3!ydq2u)Xz%uq7HDkfM8^I6tAO}X#c?&lt)L0|@yxASItT(N$R#e|w?Ud>I<Mp(2
zCH`4dhehGL!VlS*W#G99i!`G5L#)*%s;OZtKGS;Y)5DfNleFow3G&9Sp|cYfKK~go
z=IZ)P52gVwDTIkmSx8srP<XSpccJVu(qF7kKviydO6hq(^zHC>#5ISSU}@(&GU6{+
z)DK4P>|yNg4yyew(Y~F-uX*YE#6aKB^0z>k+FzE`Qn~;DW<r7ifhAaJC>_wtUt#hA
z4e^P(BG-WiFCz@-iABRlZjXNcXBg~%79L^*xd-Bg`p_;y<;DTWr0OD6dx9VR3Tfqi
zMYB%ntao$r6+5eBu*@a%3%*yuR%fDBO$wg@hcf4m=j-ByD&4n|>?RF1%7#@i8CKpO
zQaUX=u$UGzvs7Hl$k5m7>b<Z;8j}r2;|&sgOa%x&2?%bO$hs}Ks|;vi;2Jb0eR<qS
zLHsk}{oTlzpHqdcul45?9pj&qELPhUnnyKPT4n$#IJ8`%Q9WDHr_1si(bbn$R+W$m
z-f)vdSuTdn(u|?k|FT5pkVFXw;muO`S!oDAAQ&2`%}(hOa^4bp{W$9lXXr#me4%tr
z>eJfgxI-xkpg#xVOQrpVkW+@+agWwvXP|0m5~v*!8NykOXWYegg-E=6<{T_`zS~Al
z6#X#e!m*Uy(<?2Z{0Xk$Zp$)5d}@|sLhj46@x}O(k=!*gre4(q_qf8NaqGno-KL`@
z!e2%$-j}hmR$I|}E)%d0Ty04ajfSuefFqSc0{jg&d%p#3<C*#8_UlYRGA61<Y^*So
z_e|NPQr5nJuh|z0tyPXiof%1R9b!LgDeC^+DqzYHhJmHq+SzvNnsu9S8=+jx?cg%&
zEqCb<^F1!gOKO5M*|b&KT}ue?hnA0m@z>PE;*3Z46Et6W)sFk8{?y2c{aI{zyZ;2{
zD&<>c&En2cBW=XYzO2_3NE3E7mf<z-*J&aGkrH~Ez~%WxLVsw!M!ObdexD49u9X$E
zk24+nyvMK_H+1_)X{JzLj|Ffa5PHMmk#In&j1OFdXUE?nzwWeLW;z4WC7p-;Kxha1
zg7+m@yGRYF4R>KxAUaw@pOD~U7u6^GX3)^7W&W-9H89JkUol$GR(*7xM7-0ViJI8x
zvP}<IrY47>iWpk~rKPHacaf86`Z9+GYz~37M<GJ;9jGang}}F<m;As(XoGo)69M%w
zL=5Ul6`y_FiqI6_o~0U}nJh&8SzX_^29@`;IsWi3bLP5er>Bkh)S&VWq({(Tznc9K
zhHo2c^Ow$w+l@Z*dY0EZ6ATZaC_$C*7;dT|^UNe+mc1*JGcVucyIW(55pq3!$Wz0v
zHrjbs@NI|meSV?$9CDJW4$?vu6pF}^1;?8g%xcTp5hOFyMLdr=4(EBnh~Gm@_K8g5
zdJZsrN+#^ucu(agwOC;Xh4ntdA8n5LMt=Ll3sRz6QN1@=uKF*Jt~-^fx!HQs4n_t*
zq5W0}4+zTf=GVryuICpIz%8en_Y)Dbjr(ZBTpU@Oa)S(<07=GN$D!<`P16~=70C@v
zzGU_KQK<xGS3Et)lzQ@=|1C40<g#oRCDn8ZxP4w+2WEb!9Bmq#ut^_DYZA3@l)fYL
z8-=PfYoRX|WXv?c=Y>7U(Ue*$hW3y-)KAl-N>aS3;m^p(?#sVdr#g>vQ^e~KPv4f*
z`{(>PWiKi}fOdryyvwe<b1kWiZzP~-u@GgbUby1{tE;WOEKsnsZbsS2^fA6`J6p5h
zf8^n@UwJT^D;G_<#X!K$1p#&X$DBMl-%ZUwH(WYM-Y`tpB3;I(5v;T1bTc7*{a(4x
zrx=Sam65omKy-3KvdJJWMX~)!>Mc6fBl8HQ>d+J{c_fmFsKODsD(Jk_HX1l+qw_CI
zHN0D@2L8cOTwpM{&hb)1@b$O>AXHxJ2~VYhpCkq;!y)(h)J;KZz7$A4SO-olqIQ=p
zI7+LlJOHW4fSPHBlws0#Y%_!mqHs@WfbgD<JN+i)MdijgJ6nBu$}8E$3)r-iy7?T*
ze}shHU%#f<jEYNcm0FG+Ids`U02X;Ak7k|eo%E^_o$2zFKy2R;1yD4$=>VD~3{Njj
z5*<lbDs|r|q8nl5P@JFL#Cs;Mom0G-b?i?#>&@4!zSgE##g2i^)QThdkW+-P&1!BV
zsPQ<20^IOlw2PETQUIFFJ}=oVa-8ZVmeC0`h$#OnYJF06&wDlMwqgpKoMZS8zEuvV
zmMHTCWCqx^+5j0R#JoEGLZx3szlpg_tqY8JjO+I0Aj5VMRsiNqiV>+scP0pStBKtX
zf_b{ouIt~av9^fJ*@CT_l`6j14Y`=PcbFfS>=SSh0^ky$@|yk1mEwNZ%LS-yKjt3B
zaAUC|Y@a;Q)hbI8Y1@uzRUiq+`X}+b9$8F;c%^^Wf9<tmnr0%a^>XOzt|LsMV6Dv{
zv#A-}+bc=62RvDoB;A^1ly~)OsoA*A4)O^CSC{;|xl?3Zm;5<&G~K_nOC9IN;U=3`
zC!-M)-j}gr|FvYL!q+iTE=^4_-mMAAhslcdgl4(oJ1ldodk1Vsk`E<D;7TQcL%QE7
z7MLINr|?Cx@jKdM*qlIJ1Af-TWW+z|(&P}*(Q&Hx5||uW-`~E;@=<rG*DNGfVQF(G
z$UHrnGB(>d*>@L~^u;MN_vOl!mNXu?60iS`0_LUnnIM!dqY>jJ!oAKE7`xf5S#|{w
zw&jc!e4NI4CL9DSe5`x?!o^Kx+h&Qm#re%S-(T?1*96jaS{>ItlIm}e(;9$eJ}#sM
zu0k#X6Ko*GlJOPFLE11S=Z2H!Xy$5zY56C_|HLk<<e&Ta)~3}|@?P)>(bGkdCS?ou
zE0-5;yqWcb?MwjcxyHSaa@LpvGN0q4+5vtkj|poGqYkH(uhj?`SFejCsTsGF*#X>m
zM1&|-?!rvlf~@S`p`4){aaiU}pUTOj33H^od*OknT}ArD3cT&JbVl*o<Z24W$Q#)=
zb(Bw#pECCT06zg74sgd|*i7$s@AE+u`0P1$t;-l;-ggxho6E`y26nwqtoM_Ip1z-n
z2g_YRelL%SATVfmjyy$}dH^xjv`8YQ{H$WQ<H8tx9zxHUA1a6AJ$lGlK<7d(xI%dV
z^D`Z}$ZyjX8HA?GRZWMo1%khfewz8d4<R&E_d!29yEz^pCD$4!wlH}UDWfaDq;v<~
zjK1F=mp5shD?y}!Dlx>Ag`{_ws@%`>nuha|iFCcv0&s>f*Vr8n1;c(>165>dWTwSX
zx|!3}tH)ono+#O`K4pH<;8J>;z0;L|YQuC0l^qhmXrAE}^ROt9b=y@gI<VD;&+Bij
zpy9(@R7v?C2wo^FBS-cQN@OZ5se4Ww0ATMI|G7|DF7PzwW91cVy-UuG^T~=`9v`wT
zrTK!0#&>Dc8Te3WH2-KPxIDIWYu(`JNPb|JK0rLN0PkjKQ^v`NHg*6sKykHQQP#2B
zkiQInIa4}g&*%B6hmt}oI$TbD>bv7qS#eXw-^p@xxSO&&Cf}RG_p=lP_M1Iq%F8Eh
zO?uDl0bYHmg|z6+4U$L?AmOaAy*pY%(>|TyElF?2_3zyKv~}X2U#z5j;jw|Z;)PSj
zoFiFP3`nm8Q%{#O)!kybgrwteB!^Ib(LA{T0XC%XrlQ*b<j2+vO;}80N>G^rWW5+K
zud0`d_R!((#og5S3cZ8Lp^*K`Cy4^L+RUkLWp4CYc&}Eku=ClfZsVZdZPQtJG}7~6
zr={@%yzK!@&0XX)$c1QbMEaa;@*!6v2P%)>@bG%6IKxr(=&jI_lh|=J^_~q!OLuQx
ztK74Kqd=jF0$gvxM)q8g(b>0tm&BKmu;9bJRm!;4`qv5b36L|_yL6y%{eT~XDxfVq
z%?3y9-O>7gS>(Yx^xf8wk1a9$tEKt1A)opxOU%;|Z9M%VIupxVxGa~?k@2Zl3=o%U
z;Y&MK5YfeL>J7;@gz$RqP3jfeBf2{2j<9kQ)y?O%5}eiW{KtKDwtKTnC9J+Tc2!ui
z8~<VB)ACfkDW|w`A?c2@FnEb<^DiJ=;^V3T7f;ktvva?=xcDRy0P09Q(}ssa;s~NT
zsi%t<cI7urgxSWt)kJp8_dRz}q7tw3z2^H&M`-iX8R>Aze;Rt+iFqbd;0TLy!Lt6U
zR*FiQh2N?%6rF55?BGz>u!g9kw2%>m+)BL3B-cDDYQOA^hO+=BwmFa@W!7OZ(yKmi
zL#{3Gx0=bT(j8^q?GaZq6#TGQI#tNwJZI}54!6WX#0Jsk>lQo)ZfePmu}sH|u*M_t
z+5D~=M8q5*CVuZn_a)U8k`O>}LoDVcm+-f{!q<lPXu-AWIh>61^3%t!x=j6%Grpa$
z(JflhEDN@(A^BV8O9p9u^qd-G+%=+9)8y#2u5X4DuV=M9n$(9YY+*$7mSh!}O4?=6
z^T0bq08Ad%PI$PmI6ziIb_(-H4e2)h_A45L=rlZ<x9W7@t`=$uSTuelxy%!Fyx{fk
zE>l2u)~h79CS$kq6}Ks?r01w~(@5hczUHElXW5&;?P>`8;}BhC3?>5wPM`1Np;xKc
zKoVD{))}hF=?}$jQyK?HPWNnQuQm#Mjt|Ea1UsvM+oo$ca6$V^l@xY<qC=sIj64l?
z*|4d~vwXrlMWIaKdwYArjFWPh7B;?up3$B%Ikgcg93D0=F9doENQq1D_RkYtXQ<KO
z#*{}f)<#X1+OKYncX)5#*WmcP5=&a^Hk61|51pIyntiq2HaA;dP7{tV6d~FeABCQg
z*~3&Pqs#Xy^-M^-iQsMwNna+4<W+x_go~>9I{rcpI_;OC=G=IyK^^|a@OV8`=)DZC
zvsYvLqAAF~M{jt|95o=U^9cPm!fav+vNUu#7~H{?G$+bHU_2qyCieAICj#O!RB4R<
zFugIMCt@>Uzx#7guJ4b>(r--13QuOAE8YEbX!CHYZ$=`gr5wyVvhMvEicOkDd(np>
zx56VUO3arXUg3qoJMOl@dmDQhn+|xB7z7W<4V46`b4k?TD5h#ZAZuo;aYf$=dnw8@
zlU^BYFrs$rT=?b6kQdcXSC5C1`m7(HTOIYtEf~#d6f5**NY65Gib9rpv7Oi@@8nc_
za9JSz5Rsu&;SVQ0!JML7B-t{uU?8YGDRLsVh-yw?+vhOsIC`_y&`|qHyT1FhKH>CZ
z>B?WRuU~s0*e##=kjqu(F2sK&j;xh2W$Dd>ng3X4pL(pUR5-wf($by9$fq6UuFS(f
z+=Bf9ongubS#9Hc;+xrBiq{SV&LKz{ZsjgF5pHNdg$IdR&PEH_PD(1xie*t=7r>s=
zV>U%})S;q=u*{$5`BJ*;8s(IbCR7K+0_ILXPL9NE=HuD4jx&dWvHUcqf*RhD!F$4p
ztQQHr+t{r3>w=M3?7-C%Coik0&el{|a1TA)z;<FI@`Y^*QXKBs(T@&iapoe=G&J2R
zoNp-m9Zl}RK@DyrD{I@Ehy@VUT9^a)^odg0eMl(dEUTbbeoY(x==xF5bd|oDUOvkk
z`YsLyFFe;nu-QUV4|c|8r_p;Kr41~_`)aHvS^+nu^*5l4t;%$75{Bqc@|fR_Y!z<J
zBZYT{_%w_+KfW{l8Eo<?tZY%4omTLd#hi;{XlP63oT9&nG0&Y?TM#YaFH3F|wYb#U
z+Nx+<QbuXgQH?Rc=+URWhF+S0yK+rt5%fCX>?gf>>~%P{vMxp3$P5imHWfBuY0SSW
z`PTYn!|i`ko|K#lWOJO|bE9ug@BYED-`F*{7+_|FA+&-Gn0hPTvG7-1@pFod&t7mB
zL-|P*;VL6fDeNj$i(<3)`J#!#FeBF^tzL!y#f<LjFZJp%LX-vUuTo!AD|2^~!rEmw
zNKyKPU2yhfXd?JhDLTY`*du@vhpny-AYzeg@Xaw&oEcS|b{jCUF)w+Q;yAn~dS(4b
z*97s+>11c^nc!p<R_vwSMubhIrHMseUkxr@sAPI@ntv&k5%G1YaCwpW#+%fz+e5!F
z)UG8>0&k+6@`E}$GIKwa0cv7*Ge)#kZSwfjC`Uo3x36En_8IUaNb;M0Ntu!Zl(j;i
z6V4d$l<msbVD@6ZBI%b*@LZj^i&Ic8>Ix}b+cU5mab_RDhr_?<9t)*ex#k*$m)-L4
z6TIIGe)Zxl7l**miTFgRvYxbVtGNNCLshxP+T}pY=y8(eE%%v0(^R|Fg;3bt(DI~+
zzbvnYro0KPJq%?^NVUm3=1r2`TcC~$u3dD`%!n&b$TBRw{p?Ef8NAK#lfmwLw}S9K
zL&lt$%(0F^=C;z;MofsZr(a#%vhQ<u&}Q~y+nPhW^hR-)!lT&@Z<#-|1Lj#(a-bb4
zsV#?h9`}~7muya8?7?_Ph=f;ac0Vn>#3+Ie&n3~>K<?0`H4QK6Tn=@KZOJLA{lj&7
zYT}eq-upare)G*Ty+IQlPpdNIK?B%)1M(Jh#_wNsl$Fj(D!ZpclL&wMPru5OqV;(?
z_A!pA5x)taLuvCnJeO|JdsHUYB>t7oc}_{yJQ_pRgp@JV<VE}8?(l?<^lLRF=L$3l
z@Dt{4=0^4Ua+dnBi=gW=mSTQ66De2l2P%UW967-iGVPYC(z3FC#IVrdE3p?Wavo`#
z8%)$C9?^4JcXze%sPH@RI7l5ZrlDd*s*^Ss2=FMa6Qt%qMJm#I+^;&n1NI_O$9e>}
zl`fVht}huRDR{r4`JAM#rTZYH$;VA*Yjb?ATx)J){7C52B+bBY?Sa-`76ng=J`&Zd
zv|Bfo10m{>MY<7e@cAMT7d;FBp--&m%A&Da!n*$Df;uJ&YkL!o4f<jUtT%rW*@-}~
zjF7+3r?bQP8ep}97b9L1b*Y<7n&jeSg+fZ{cY4JL*kfp+k%ro(C8FD>keyu9%9Kf}
z3HePwKKg^kHIfNlHm$!an6PoWx_%TTnUGrAIji+Dsc8PBSTZ|{a+@hdu{^#+);{=p
z#t?WX1(TD!uB-61%sBlryUQ<}r#TwY-b$efp<}nU;V-wRhZZ1Rh*)6W&@f#<oemml
z|4j|-)Dj-yteAS8cw>yfHmm@4J6Y2C^zHox#4#n~1a}1^lg~A@qQ!$lROX&?H<nWC
zW)*jE>D9!`Wbpnly|8r=7}dkJyWk%nBvV=K1^ExHXFOU@kvQ|`-H0_0Td|p!>`d=m
z2dR!dDA?+k`83UWZ0#-E#0dint81gMz2tz^R(A0n+e4gZ{OwvEw`XHY1$N*=6Yy?;
zqm|~y0wx^lPy%n$13BS%*XH=f<eFuQTpPcE8@pNxlI?67-tV&C{Nni_utJ$Tr{hvp
zeZ7-Ub^3?l_l}-Mt4%EdYL&@mKTO}xT6oPtnt-@K*r%!}E2~vq4yi6<Ir*0_a&m^L
zVI*FHNCJ?6;3!6&CaL#8PBr@yyxH6Z_Pa57O^<fl7a8O^J%!Sn#vKuTUBV$%mENiE
z*}f^+)_(W<jvX&o0*C@-a|gtL+5O?Y%AihUQc0}UV(DQ{qh?5mjo<XI4fuSzz)%cb
zAAlkz$s+N0!V9QKOR`SOa$W&w4!e?UHy&g+tKWlnP;sScWJbt`8oM(DmyiL?6~51r
zYM%?1lsvFVX9g}b1E5}3u8P!d<&eR65uyi4kMf<A)KTu#J$GtkPpVn5!p%`QVkp?F
z%20;wveKz6t&s2SA8E;K_Tl#R(q$Zu&F=C6-!7O`8-W<LVN5+o3HFN-U-M-ECli@K
zv)H6VI&nE{o1{nRr4G*rHGBSLIRlEJ-$<V6_i6;kzM2}`KI7BeJrgOZGGuR6jqK&?
zJ6Hzqjg`YTjug{*RF`f{R)D=7E@HRQr7kF|m+$^}nxy}?;^%*gm^fbO@%dQ^$1C1D
z%W{I{X~@}s@$8S~+IsKa1uFBl6JqeKh6&{()g+WWG!O4IiI@tg<V*`C*eTT*Js@0E
zxc|Yl_r@8?2+`sV`}$_(@h^Fywx$`(6XNpSJ;oOrJ4SuonVT8RQ@kSWD^8@Qwj>e_
zkM7t$VLz)A?2jL~+;0&2bK#GK>$OMyrOA(2y?j!}TOJ2odrnsJVYACMVr;GCMC9$e
zpZ_|0Xa@1Yfu(-m(&KxMzofeU<BjVvfC&FT|C4`LWeFjZG&Ggtnz<I_&)V4+)^^tx
zI;@dr9u<yDWb($}exiF%Hv5HNg}s-^Mv!}|yqDh?!!j}cihoq6`M0sr7db6ghHfx2
zTF=hHhH%G$svBoM?zx|Z<I+>Rn}6~&&!=9E<oD;(MUUT8qoB-rW2`@S>)Q@Tz)5_?
z%xFY({-&sS=$sjxdeM7d>wSg!mm4RBTCYQ;slj9yBdi}hhItW7zh7wWAWLj1Dm<UA
zvhw6Xy?OUM8~?!_y_ph$VQPLg5q)?y1H)zxKZkZ0WN<s_JbY4|e@yS*4X>k0vE(WZ
zS{H_mc_nDOQ;VAniPsQCy3buDHFvM*wX{S$I)WCIdB=hLt73hbKli>Owo28$k66{x
zYq8{KcS^M<hpgu)yI6XX_Lpb(&RH)!Ft}c#`G{|TMGH_Ic}Uk!t@DL&XR^Fz0i=aj
zivN`$u4P8$p{cDy*tBF}Bk&9UBHUB!0ho)m#Y&HEKCg3~YIE9!={@gM)pA`t_Io(8
zPUM7;Fwvp}FzQS|dZ$HyU@+x3WK7<iM^kxFyIS9XXY3w}-|=_sz=L}`KjEibY^UGP
z!5jbmhMwD5;Ap<S&7`P)Vf}sVp74EgPaB3C8c1Ru+^1TS&r>D4F>dJkx(UE9EG=H|
z>dS=u8D*Jb>H8`xdEb_i18n!F28n@I?zm8sMSJ^TXMWl7T;nwy3H^&&G)=ip-6jJb
z-W@0&<`_uCQ{x#PbOI+)Rz!8t9>y9)E$^QN@O0$4V~)BCZ*=d831@4R{4U#1v>P=5
zM$GMTiu<hDtulVgf>q@$O**}ms42J}hA*d!Q@sf$LO@=gRm(i%F0IE=IHsd;L-|&8
zW)~+t<_`n6pM)K+ir!jWxgt1>**F><_Z%%M9<oOIHA0Nwrw&AiUC&1xKXa9P)%6$;
z_i642NjiLAxYE5aE(y9Tls14N<c6W@%XVjY&exGjeh)M#C}xE#XDx4a-||6wFPKL;
zwoQ0L+`Q920>d@@f)6)kFwXW32m{di7n4fT{@ZW7ciZBLg6P{TJa3t#0T#7?smqQf
z2zgmF%J8f{8oY605i~hOc{!$a8i=4OY`y9TTrSHRARpyex!qL9tKY4;t<D{XUR^Q1
zG?D@ft#!YUpLX+<hKO~a8HSn)W=?6CA9dd*q-R8kdXr=z%VBVvnE%rS8_SIo?43-B
z-%x%$(Wwh|V-$~VRxh+`8C%+KyCzF8O@G<*RN6%a3r?vT4%_M{JL_J^s<FZ>m2^x)
zy{MLfVWgGEb>zbM%;+S~%-xRkbrD$kapb2L@t(9i&dqEeTbdM2-xS@#6VN0Nsvr6s
z3i6<MdmPS<(@iXkZ~V8vRyDz{JNLrxS{zr9lg)n*$MyROgyXK`oigd&$|@h&`iUnm
zCZ_7)QX>4_AWNvjTPcf4cWUgQz*aFa_dnC@{hwcne|_%$hxqWn_zT?)nEOA`9T;D*
z?MEv=5=8NLZUGC}(<o$+w+`7pB$<C-YNqRU#Qp5zKyZ>|{E6JJ4VL^)?$|u>ZQr{Y
z{=E6H46_{|cB5@1S3+)0cc}lfI+G2R8~rYbs~c3a5(DyxGtvflEY-Q60}1l)TF=#z
zN~va=&o1K(6icMk`i$9YbS7L^Pjg*w(a?l^v+7*18>wj!1VH?WoJ{YP<=|@MW-<OX
z;8~I3krRx*RKYZITZA<;u^`@MsxRpTVImGHLr9S8Ae@fQn{lvxxO-o5diMIF)Q1n}
z?lUjQ40MnB<qhaFicu-aCM5OmuPF)Ar9<h)bMCUJ&P}Z|P=hKmrX3Y&JBKDDC~S01
z&Amg;&glt}%KCl98#O)wVp1Qc8cvz<UpLwl6>6m+=bXhFSF<!`IBdq+u_czY0f{5`
zA@>T=?;c)L)3=+1T*ix_GpGz$xK%519!I<=Ld*g<8xYzRRGcK$2M~T8HjO7mPW`YC
zON9|YAYy0~Z22y6JM$J~+ZWx_i}J9Ali<gFIZd9HlYGkpsd*kukq<|B(tVI?%pT^v
zGVz#lgxFZ~9&-S~cC#HY9sK320O$648z8)2sK=vAa%8q<$-tB`KVwRB$99!^oxKj4
zFn!}d$s0180L>Q#HhSd~oIvdmP6zGJM5wr;M)FKIXMjcmV3F8!PB%0$pUr3(NtE2a
zQ!%o~#QfUGmKv-n!3IQ58SPK#F~WLK%ppWwKoS{DF(<PU1qsAUZst@o_N9p$nuNT_
zl<dXOGi>Ws$0P4co+9aYd*t6<Y&T21&OV#jY>u;00p@1nQo~S$33p7cfRQAdO>25p
zN=SeS(v$0-8t*9x^DIAMJEC!gXo^od6~v=;vFFryp$ndUEOo9Qsnet=Wv_U?6td0H
zrhnoePRs3g1%)wVHCgD%<;f$Dz)A0tAeVEVU;$elb@}Z(v*Xii&a;e_G5AR!X$^Ef
z2uTrYVw5%qezj?Ba4K3qikN!&N#I7|UG&8+0Xc%f*3Lf{hs-?ehi{$~y|M8t?_jWh
z%P8)2uEe)I*$duVrcH-iL3$k~z_Hs*Bo4<><DJ0d%);vr``1S@5qQ<h4ntnL4{AEZ
z?RV~`FEj|fwM5<oU5D+Dco$Yww1fm~{29!7M3C>_DwsM%zJ#IHk{t(-)`leyKDx`F
zy+hW0Q*zC;p6jWvjt<Y=FIy<&mlD;!YzG}TJBaxrBnnppPt<UsSwiipY-LcjF!gq=
zi&e^2j*_>H%ZlqZd}<Uqq8Yw^pbo<`>7s1r+_FM0{a)+4U_eL-o^zCH<cszDisIKj
z*d+3LcQJbY?2G;vmy-XIvS#v=t4$;UaR#OV__Eb#3DQL-KyIN;YZ|u;XQA40R?Pmy
z8}vJupI5%)d!^d<K<m{rySb_#M))!4<GC8C>8z$?`~E(1;4b=O>)o+y#;Kx(?g%bt
z!Fr6QSBt+oh$;zc2PMqi33H<4z!Sl*S6k)D4qby~MJ7m5eS%>qI4Er~Lp4e6#W6jW
zv&0S^{H>a2R-g;1Ga*vOYfbxOQjn6K4=~(CyN?^Jd{Xc`PA_ZL@?9zN(=rrJDwi(_
zy>QUYA=;j~Kh(t@Cqr~sMvrY5+Q>V^N0fhm6LDE`kv%>DC4W9wAi`39Id(fAC`sN}
z-{C^}Z)0Al9gOT3;-S2GBLh&hJj1+&agc_7Y{!oa^Np9o#M-`Eubaq@SBCUn86AIX
z*f@)O3doWd-0ZpT1M;^%6?;$DCsd1q3<o91M*`lWlF!x)(>dZ@R64W^(%X2u1vqyW
zF&Z@-@}SC$Z<wb;F}Vtjo}ji6$Gi&d&@z3&J9o=(p4ZL#!>Rfd_BOY>x~=c_uNMWx
z0TUBY0?bo#YJG9xnbbUifO0EhQZc=tdRky7grBZXKt;eWYgm%ByE64+q1s<u11B!$
z>(v|n$cXb4`zQaDWO85qm5rP58e~L{^{neYv36=#e`ce9O!`lspSz}D!bC~{{nb#X
z$lD{X&1VbplUQ@=A<Y~L9;0iMVQ$_oV|&v{mmKVH!6h;Ux3oQlVuxBTUl%;-e0Y^p
z{WhsEGM^8x)C?XpazIXvH12^%0dMQ)WJSvtUmF@%lebrj>KtSC5P$O91yG&xR0&?9
zJYN2+&5&GqiMznh%BpumpJilgYvRsp>U(DS;8eDCLwOll5vjFHu_=2AZpvSGOdh=H
zOPzC$eQjTvnyJ6HT$DUU0kA^FvDUN9Y0z=HI6(WLqeqkw7pH8g2kotwvpUR!47Ozg
zeW3r;+%D~jPxY;h<Ggfx@JyHQ@)m%UCh)@DPVp>l72v+&27*@|EqNn5#UZncSt)zV
z-X>b<+e;;DxbKen^Bn(brFa@Z0)0ONRk1S)q`h)@IMV%Uin;dUTq&EVo91Z`j2gww
z%rfA0QLCqpeD~DeOvkCg^-)S_5w2H9nQBkXTIhNAm&Ij!as?lN1X!SeH+-!TuLC-B
zE)2N&-Z46h;KiSB^P(jz+b@`W-of9}Q(75A*>R}ogiZtiuntKU=|E8{9?Aa@-_SBE
zh{>t3!hwsj92s1*L*ZIi$&zte-1OUIz4%v|LtUA5;m<-#Y#U$Qn&~~R5erTzxUCU@
zGQ3r293@vS4LO@)II?n@^G(Tvi&;$`VW<_ajF}zW2^bc`)f`BBK-XvF`h|&@NB3xP
z)Y7c-!ZdD|H<x_U<?is3Jm?+ejB2<w9F(m=zBO_?LuS7@1IT^*vD&HsY~w)$I(gYK
zJr0O;`nb1rE%JZu%JH90ivK=0{uh7eV@6jdonuOjYq%*#+{qw&l_LQ?4$htE9z|Fm
zVg_k^>P=$grfF1Cd<(q;LVEo?Wjt_3nyi6CXA$lq?8NfD!*y4xUK`+;#1##!E!n6t
z9TWk{sBhZro{Ep(J$=ve%ckxtN#R!~EyWfvl)baO{UW1R2Eci^`E+?rty(e44Z~_;
zu|L=O`JR@YdoO+Vl%<Y^&e_;om(Br)|53nbP;vouJV=os7pEMp0r;RQLVi1|hH}_W
z%3XJ2ZXB0(KGRz?UR)@pyQcXI9*sG}<bz6lAN9jT!H)l?-$p|EBpU06U**>semG7%
zhrieRqert$Ph#QcTuuudA3tiAp=NuqHw{osQJWdGJE%AiUIp@A>%6cuO}~ZtTfp9q
zzBAoCh=2#G?w1tO5aAC>nE)c332<FBo!XekNZ^ig1)4sIH}Xykt5IV^@{xy;^rY-U
zCZ61?Ysqr?)j5Rw=RSkv2!B(n*j04EUeks6u!5q4l%}w`3Ah+cBdD3~PL`*O?YIF7
z%pBfFRC0NjY$^<77k4^#T;KGoN5$sZyr2Ck``w%u3Z?hLA|-zol*@||f2FmC?Cq+R
z8swZaERmnnz0eFLl5iyA4(K7s88f*o9}cPJeaAdSoxQo=aJBN2$N5KJJ=_W#()E{P
zj-OubFz8b_{ouV$$maxupwigez>@MgY9dV>)-=V`<K#C^Ti#3YTsx5O@HKqMNQ65N
zaeAcZiVbU>3Q`-gsr|?BRHvH#z4nFt8{Nk$to7UGZjP9mTYcR7^5l#3+e@!mh>t>r
zgg=td_`&c6qfo-#xcMA`{+`B}=U4O~bu|y0T1+yQlAkEwI=ooI<TmEOh9fzy&rYq*
zH6E=qDN==I?gh2URwh+gleVy)&_~byKf_1=#UB^IQs6(qbN+wuMzAp0tVk^|Si#uo
zLe$DUstG{?;Z1HG9~U&da(xQE*KdP#?fJx8`KUkvcDzAm(DIU#&c?5lu;joDoQsH+
z-|u))N$Ke~=w0`IvfGi!?NvyfaSX0TWOI5xZfHtjm?;$G^aBY5C^a5LXrtD*a-T$5
ziDq!r*@u2~ta_5G&f6<8Taa%QjDxFpO^*q`Nu6T{So9!qNvT8K3B&$5EA&fPCEb9U
zga;U)2+n3O8PqA`uN*}OJv~bJ`Tf2a>TG;YEMVJHdA(j{)Y?Dzz;JmAlBKq)y}>mT
zCU_`@TTDngMMW8rap82?1y6nnBT)$8ODJR6@TBUdxo*|f*KEh?zW+SA>tLOEp?y4u
zZTm8I-&W{P$Z+RKg0-i(|E`*Q=b!)Z#7LiKd}Ce@+GxkrqBa%rCLC0>C00X;U<5W#
z0%LDhINtCV(?S2KzN+$C`R=iOC7ZzQ+xt@e)}@})L+M4B_q6y*Vh0<Wp5748&T<qY
zjt21G3n1K3f6_*q$Z@%5Ho}0({l+nvs9T8t=9ELny@|UODZC&0vQx!%^|ap^vTiSb
zayJ{7U2g=1u<tu{>vza^8msBcidYupBHm~<P<zNYJRG2u%~PQ+WV<eI*CUN8*=E6y
z1?lV08zu#Ah$kM?3UA;^Gx&{EGNPNcWE24^9HeiEU!h8aZ2I;nApVQMpp}1c#kZ<r
zTLq~Q@VKmoTXE;^<XYxnno|C(Zt;lXwX5-`bXCP%guq5>7t8qjK+X<_GKGgV&(tcz
zW8oe;E0{yYVSwL`1)T=EyQZ=+hKeNA@6mE}Vy)NG$+cax_$$!*jBI$#YsGHgF5l3H
z>(Yic0gws0Dq8l-y8e_*nd<gCT<!Lcp(!rwaScThkR)5pb=mF1^31AjOWEY?x8QEF
zAY-1({(`RVy`SZ&s$W-l{m?sWho4o8dmq>;qY>r{h$#>O*`1UmQmcvFbRvm%W2uUI
z!+xv#aQ>iblNt2uZYX-^xes<J{a72nLfso)o`FcDIj>o{o4OeiNkz~#M;y&UR=q!D
zzph!s#<mz_9?6D4D{$FByj&}tkCCn=P3NN`3#n-!w<LaQ4}SX3(CK{q5bqErdG{ZU
zlIPDN9STJ7LoESj#a~MwxUZF~BmED{@-qvSC5=r3+%_i5K;ysuQ1fUZ%s~tr-L0Ii
zG2uUJ_k^6A@R#Kphy244WMimFs`B7#UOs2llZhUgIgiGSO{wN?tr^Bc<j1RNs`rcg
z1HHQ(geOVhg^6~|6jyss7vNV%H$ROk>}Fba-s4-TPN5}t;}j6aJ(WtsYG&`vLNyWE
zXGY@-7RLNE!U-7S5KV(FLN3R3pw3ehfiN#}c`|GBNHYl8A140K5AQi5pAh%QWZmE{
zU-R;_gZ7E*aszvfxGnnL%$(nnk({UCr2i;I{ypM~mH-oo;qext%S{NH{}ycsm3ooP
z`YtcW(&l5@+eKFMj~|C@*UNPM^7;GSWKc>0m^;6&St+J|MJFb0VHSrFT36w1K-a=W
z!(_&xBE>=NyB1@2-hj<A?tM?Dupd8jQeT?he6jcB+n|juUu=m$<x1Q^=-z}k^~#Z;
zF=uvzNY``)0B5ujM~||8AkNdT0Wn=_fr(mzLCF(Vq~)>`nz@CZyEnXa`Hjz3<(~b1
zlKZ`M8MgS#s6&=5sQ068fw<UQi6(dzCQA3LV^lIvKw*s37t{or>3ZwcD)K?R>?=7x
zBW^Klx#)ZKrhBX8GU7jKGv{@OfApwU#8)Q=Ej=(`F6LtJ85<=<64|+@E3V7Ul*?<H
z2LfZR3GVi9tCLs%uVH2XVY&JrKa^7Tya#wfy#gYyIH^tK{`rYWBIpIc5bq$kLd_bN
z>n3dP_^fM5V#^=J7ua7EGZHeXzZic#DI~tiH21pFOxVu{W<KlL#6DbdI%8{qyw<~^
z#tD9t9Gjt=4|~zPxz*%l&q&(mio{&NxZ>jHq((8$f;8Oepb1Fb@Exe@N5dlOb9KLG
z^4S4IeZhlQw9td)Mujn`m_SC0l=0ULy(`WqF+8w}9$}>&LU8iP*;^i^DNAOUd3xGV
zA;wdj(ew;ZEIkkdv<&Aa=A~^Q(l-@N7zK@1j~+`Ud1oyVf6m6QWbRhVHcAncmlJ0X
z$6CR)^d#MQCxN;S&%Og-DZ9+@+|gvE=mPY!4K=PG?+7*2SD52baZdGrjBby%wo&dc
zLW?w8U5?6U7AiPG>$kis#*c=&24tqaJOg$b2+w5q4d7N&!?l2tF$Z&TkJ-H2{O^}M
z3San0GDwt5E$>Feg0IuN!%>Sj@nZ88Bg28t_a(&&Hj~1c!oU;ty;)}g#~B3g##Pdp
zLZry0KT)(!R!D8OjrQP+ow0u9`#-L1gxrpwE!zCX+{-dt-cvwHnM0cF2iKq#DRA+C
zFrrO5;1q2`b5}qS0g1>-^35My#02XX*>H|pD*#dvmB#F^0Xh<;$G##5H{cULf!7v5
zqbV(bx1XS?oZAIV5ey$KFeir$0RpIKyd=PV7%52-0m2x5nIM_dqQ602+mjeVVE0cL
zYtSzK+VD0MLc-d3+Jd+?=(g*z-IqIF-@jHq`gGyi^glYzY-1fxq8}nGGH!mw?yk2U
z>{hP^IP$#qzf~Qu?2`<~w<c{f)Urj|aZ@W@GURPMy3J$?LU|ef193sAxQN+77LWgE
z<Z-iK@HDruLD>y|!h?=C?=g2hD&8Yw(jJYZm>If^dF>xUs?i^NA(;`PYO!QbF**f;
zAVB-cXEzAQ7|eVL?m`i;`D|hDu?3Vlw>=nuvsLb%_GtvWw(Ed~h6p08vl)OS%AIo4
z2GUEq(<N%0%F?ok!{Uphp)fCoO|n%xHbn9=AoKZ#I#BjjhhV3!QI%<y)D=oIm503D
z31I~U)J>ps!Q-|AbCIPr$?JEk3gSMTX7PMCIJ_P#c|u@5|18hCMQUa|APtdA@i0;D
zhwJ=V>Q=SNJEIdioE*5*?A2<RwJlEN4rPtT%$MS7Vd3TP8!KAA*vzg~&u|o3o2ftO
z6%L740dAf~67sYawx4_ldyr;WyA%RU8jHiU-!E^~sdL%%%)WL5scZjb`6pur)-)<0
zlHBOhgGd4i!fryHv6vS_?;)IDNVv%T62Eenu3Tl8M5E_NppP*-?_PQ8;NKkv?EZ0%
z^p|-y7RI9rNefxW4X$C7N1L@1)V2~U++<qEhhawY#?in7agta=hNaN#VABF7fWAQe
z8Nom0afTU|e*Kr<p9&kK{9+W#%FVzRE&=OU`Q#w}?h9Vh`L#zLcSd%s^n=Bm6IPD)
zwftY=j~)z-4>HTsYq`SzvecSvqG|W(K~xN>3=fWmNe6Ke<cj<~vOGSd%Nq9@8eWT4
z=w#t3d^YyZQsjmbpKVnK-tlscUwi@9!P}E*xZSkjgyijyMF~9=Y3b*i{LA7mj+|}H
z$?d73t1yc9OyV(BV50m2E_&`b;)kOasSZ)zQ|b!8uJ2Z&_u^Oe>9Y;5q~G+Nc_A}6
z^Z6H^_pLcn9h;2yaHx2JA<4`JwnjQ*b`%o$yLXM%0>^v9)_ZzD-!0%Z#?iF9uI9j7
zWH+B8z`3Z2p&M~6q2RH*4({K)#1fkKr*M99KiF3DMU`gb!WSdi+J~2H{oKlME1`#;
zh2Mhr#6wcbc*~g^Zr+$}+%H-nlMPQ&Cmj4pVuM=$>xlE0g=;P3N>nw$Mkz<+(TKbN
zft{~VhwD=ClBvNB{>6jh$h`1;U9&f-a)8-`9YpyTuEgBfy06wr@PU<E@En+~YD$2U
z%ut8&2$G3BO@x)1?v`4GIuw)#5}o?={NaZe37{?!hJ?$;pH-Q=zSms;@9l2>y*U2+
zcZb^6jI4bJ2n8{Uab1JDaAk45UnEt0C{X(Bz1f?qE$YCF+kNxv?psd2T^nhyJGU*c
z2kVoP^wMcNRCCJCVWzRW|E(><nWAZrrZ8yBgv)ATIK`C8f~eMOOJK))Z1h*S2TUjj
zq8s~uJf*$b{k3!Xk4;Q_6-taTwNY-Sn4n^wkbkBigTSOrqYeM8#5)tEEsM9MdV4W#
z(9JaZkTo@Bo`aQuc-w44+UR0e3<~YMYi8}p9(>MwslIKhBd@|>)X7mJd1{R@phV68
znx<!9KfDQOFyP^LpuBh^#UHKbNtpLF5M`RkeJpWr8ls8Dq@42*@bX%5kI&rb1m{ZE
zY>ZM1reP@a%!C`ikpizLUH!&B6#qwq<uUR$F_0$ihNwLqH@{IPe|e5-NYD%S7JNcF
z_^`?AJJ~m_Z)N}9qQ*zL&+=XT)BRuCxd}l8*Cu_LV5Jo*Dr?JafZxo|U8ZY;0c(vp
zr1VgDsRKYvy>iD8A8ZU%bDKO7t#Q%!3gt6?K+(`ai{HyMEp55u{7mtX;3pQg?)y{G
z)%lPOD7v`DA>-?QHMSJ2x*;`|zwf~$ZqM%FMmCl=!}J03%j?u3vV_U;b<8O(l^MGF
zI9*e`-x%RUbFL^8D&u3nqn>)VLl~@j!iP|4PcB~0O|TsrKiF53HyZI<tZj5Va<Ci5
zk@Ui$YC!O{%=-Vs-dhF55w_i;1h+u2puyeU0|X!32@u@f9cBUnCb&cJ;O-D4z~C;y
z-QC?8*z@hZt4{q@=i*$Py|4b8neLvhw`yj(-}mXY*0Yv4SsUr){$0w$Nq}$l13wd9
z&y!9@VNsU7%@qsF;6XvKyonFot}g9{d0tfMKlf6C^C5j`>I)B0zn!CW%m}Y47llQV
z{q78wEi@H)qi9|OEr6Iuu1CN~dV$Mjn1fKpIyi@{LD92L*=deL4CC2k@#>6vaJ9?w
zI2enF6AqK{db3QyBRlaSRSv2bxH@)pWyU0%rR|O4(^3BP_j%n7J9NE%{uE$;Dc7Cz
z0Vwb~Q}2@@`!8TWvU`a>snxP@dkC+eWK;W3$Lce9Bu-9$Eh$$utI=z=oo}VTz>+sF
zD|vprZ+$88j;HBicdHsb!0^F;J7eM<?0ImwLWi8OR*HHI)l6EmAC(n(A1+wX3`>q+
z0NpL$aK4bm*mLsnX<3!8V|bN2lX>cnPkU<d*7$;>I&s;HXJg<$P6CQHIrujdKi5A&
zY-zUH#1-nYmnM4Bol<y@jrk?;$EeE*tT5uRR<7s%GAZEC%GnPqtfd#7-qWNM(5X)Y
z7G>7wWgDN*eCY;Gq%OBN=X*gBVhqr9aa+U-<B+yM5PfOMfnRo1D|oTWg4M$3YYoQz
zPeiy*IBpk~RBSYj9#-1IGq%4~8Bes3jV!)GlE#j@R9JQJ+6dJ3`b=>r4Gph?b^Aen
zihq1@bib55@7wRc)Jvn#{Il%Qgp)>YYnkeb>zn{{8%M;12kf;nHBS{XbL!~oTq)cc
zhmQ#=6xz&X`~?&rJ%R>diPI;i&(>eIIX>AzFhTY+(*aal?-jP5mSyL8>1HSZF*<BJ
zJuHyn$V^5xPPnHzP7SSDroYS8#%+h?j0(jK#iTY3haL$pj^2BI^C$JsOb3wqoE`}N
zgR0i$r-{fHxvl5JMseI@{q%RxLRV(Q#2wmARFq%<T?XympQ=)=-!(PSr3JI?9xn;{
zUT5x;+D!8)^cro;#w?Bxf6iC$YOlpYpWnZL9;iwmz>3fmm@)*G{P{_L^DMQ;h;m9(
zo5Ujq;7pZPgF<Od8Z()o%7;^`JsnMw&>AyQ`4`yU$eYO|Tvx3kT4hj`x^#C_d#8G`
ze~~x<L4BdCJY2`^U^@bRXfv#^bF=dn9?uKo1ADms4nrLhp*H5Aa_`^PS5f!aR6(Cp
zHL7g-%cGtul9>$^aelS#6ej>}WK%R$_e~J{81$1fL2GdLj=R(IkFv@2UPMPdN-@K!
zlc`<MkQrMBE_B7-YjrozxV6iW>pUM!PmiA*_0B{)`MKy6GXRY{*4@0srN!WU5Vm4_
zVi8wtj0we9hAvV1xQziWt;>thI5{*e3{>T@PUZojqyAPq72FVfbE}l<zkj`-(~W6T
zaFQ$;7(DK-CV|DxbFxAI4fp+jKp9a&U#B3%l@RN57?bj$gI(30U}g#FSHjx36_pb^
zZ9H{28reo$WTw}c`<A^hvuN4r5Q|?saM$}vpl4FMVA=~Ha8LgRM`(F1DlQK#X>%<J
zu!3faVW@7b@^j!kOn1NES|>0Ah;K;|rg+f?T&E@Vd;9$``jL-aWma>f8;#%iYHKtG
zWP0L>T!P8w)p`x|>ulMF*zF<7^JQYwv$xR<64M->mEM|-(+&QDqfLbK)2y7GKgvaF
z-$~rkw^-5<_=<qK1fsrWCA9E`<(ii*EFSq8?hyJpt|)$PpKS=1-;e&ze9#l7fl3*J
z%2%+-?B<$KFD<K{t`XU4*_!bGYFvuNvLzSYFcAjhZX99he<r*TEL&auOqe_uw}(`0
z^2}?)KfQ-Q`(Hj&pW%(+@+3z_?H}^=N*&I`I{%K5@<%q+@8bV4#%$t%@ium=np+HE
zK$-_l0Bpf+Q1t(-sQN<*uuYhv83x_d(+h`twBXzb*J($R<#>OZc%M`;Z(lxe-q5k*
zs!)(`2$RMo+K-P<y-eM<JZZnbP42z_ICt+d;`$E$YknM$w5oEan>fjyetAawr!>00
zvGz>vZ>tkz{D&ioEJ)f<iJf_O7~e_*D{O_WvX`m~%k=dR?Q)l{_AFy4i*sQ;I}ei_
z-g3XE+!nyHm&iZ1SiJsTyf&JaF0nY;Hav%9A^3gNkhN`?tHe$Bqk8IS$$J3)TR(1X
zPsuVv)pQLMmiYeUWQL?@D}tZs|9*<^6ubB1-uag~2TxKp7pt0PzzjuM0&~S&!RlvJ
z&uTm$=blK62e9#UL+`J6QaeKRPFhNf(=}NaSRQM8M1A8Ji{dfMv%K?(Gi7saviE>1
zV$kIL4Ch9ypW8Rc$6(bAbGiV7O&v(%6f8wReU{yvyT^)y`r7JCW?hk+-0(`!!sPl0
zh|<qsG)Lx=0{kL}IZsYL?*UaoH6BS&7TXh=6F6>+!22;Fr7}KrV_NTe6w%rg6+rjf
zP|CdOAs;YZZABb|alG)``x7_8FFb(%_=t-iOMCRTC^epo<rgPH-=vx)LgH~h^G^qU
zP8e$o`?nOt590C$0<!_y`HOVxFaC|IH|l7Q14AugXMv2zBQwJ89>Ow~mY5aj@o`@U
zsiT8Lj$$0!tT%3FVTA>SGl9*v;cES};JVEI+0E6x)5IUfSjfc@?!EWFLmPx-@PH9o
z^Gt^9kA4!`^k&Dfevt=#leG*4Yq5nqvDexey0aJkPa=cyG$S-+vcKy^$dJejrX1P6
zvUv%$^YpJ_&YhF0PPQ538?RTnJ6eM<r!YMqwZqE*jh;0byI$6+|94pt&}Z=rwX_bz
z0Evf;4N}-59zS!A5*=V{3&Tt0B6V>O^*`pI#xPl2b;rdJA!`6gn-Y(>Iwi9LWCWZ1
z995i*BNS&1IpQZH-HXFYE$zblnLLlZ<}FUvH(=tU`txp%AlP~YQ+-7(slM<QM>yV8
zvKw%`f8bFE8!ngFD`-a@#5QrDx0%}z5z$oZpL7ZhCsxz>C1mDs`1EM4Cq}oOr1gdG
z=IY?*!CXj)<cw02lT-6s?Z+rgUl$>NctICsutt|)$VHwQeP~$svm`l7j%<?cSk153
zf7Z)Q!?YIsE?>wS_qGae%a~PH+wyLwZHt|C>tI2uH?PI&k}q?S%Z9K?gys19GvS>q
zv=*{S_fHHl;FIxp*vwK9Y4b<e_EP3GmetSZ!xHwoZ=dUKQ|eXbbxWZA%7EhW*QMzu
zwp|A6*44$w8&L=9rz+e`APZxqn8IsTAoldp_4vhq!3W`)_7r{Sn-j&p$s5*iyC5se
z0Ls+dQ-+Msm~q?_B35(oAFyB137^>m0GCbRSMmqd{&`(7rn#!ntitlc>3(v}Yz%_V
z1HZYO(&74Du+=MoANELZsbAo7bjv%-kzvcxm*Y5R3ClDw0(I$iFoL>CpZN@4#Oh{D
z8|Hx2#~+^r6ZH5|D{(@m2UQKfSIDnT>GGCTSn*(oIx@BxHq|N0+yhEM%N0k3;^n60
zTNUf94i(iE)y3n?iZhR4&Lja852Vj-uS5Ft-5?4ZlBOSRUpD2%$nCif=3Q5avMFnp
z+X~V8_xVlmmguWBF$8`NnA40{>bX}sB&Evi+vtIQUfT~WZgAGQIeBE|WE!2m>@$f=
z``_hk{RRCe6^`TiOU?&lUNQ7bNYBn?0!s^etXXpsBLgwDNRwc-0EXaZjo?Dbn%3@k
z+w@;hKvBYtNUhr4Lj`_fQ-exI$I2?(ArVWpNH*c+{oM=<8Z3l{HilhP1<{9Ya}fIM
zt6qref76xK#Z8GhB@;w<If`f(PBfV97QVgE%4cH+T!XyE2KKEspv3sD_84S_dbTH<
zg^jHVv%Vtk)hYW~FMgN0!F<(A+h3p=9b9V<wJ<gW5|aI~CIb8Yg9d4MhGyHxxt-75
zec<Ik0Zu5ddL<L1ZijO*9C+dVb8{-nG9C&~uL6gaFx%d8g|7khq}V7G`Mw=Z_pMI`
zQ|DEy9Nnt8J_wuVr;Qh3&Wi?8m#=9TP5tW1MLvI}=6L@Oo|q*%grTVotDpuJ+@PaS
z_(ZfJ+6gz>Di^D$I~se^`HBzGz0&_R5Ooi+nXbf+2GFN!t>{4fA%#$X(DKy0at*W^
zNbXa97k&Ybf>DNxZqq#ml*U+S*-P_k*T4R*pe{;Kc+{8)FdDbvN9=YD^B&K8-h1sr
z?B#CvZ`NyPe`+%*MA>*i1iT?IjoZUxjvlc0Pfl&+T+<~&pLkvM&t3m$Ner9DKzRF%
z*c;`jlLS^gx8IK;Fy}is&#LBbk3)r}zV`e2dDTAXl7pK7ns)R}g6dutgoOiQIFST|
zf5EvpKkb73dwCCymv_hN^P-<OL3k6J##jev{(Nm8)w(B!v`k?cxl3ZgPS)lLvYegF
zZX>3K$HJ9=o>^oT1MhAW$Dhsi1-Ey<*pk@Iot?oZ^(!5y<&L*;EwrQZg5xd|S|M%`
zsrtcAIJGC5P%*MsjG}3Vfrmdcp+9CajNvnTKFa*agoZm_=A{rly{8znazAuh69(65
z-a52sesvgmKU82hkiO=cV4O9d-Z(K@4|5F{11<ExLVkAc{d!?#yTRoLAK<fktY+rf
z^xEFpr*LA&61g}mi3x_ezsUrcKx}Njvl+#V@l(F)2g4YU-&ZA1`(uE++*!oS>Z{xV
zL(fBl@gm+`DYQ;h{9=6St0>Gxl`Xcf=3t&@h}YiN8C`fIL4~*=;P!c-(M1YJN6$%Y
zLf_Mr=+V6o($#n+fArKYUTt}q+9T}dcHJ-qsZ3o5Ry+#a0Xv|nVhlbA`Y_jVP5l?e
z%hY}f!j)BkciG~Cu`+UYu#S9Rd9UOSqGon)@&T8@cr>#IjqDHGMFIAv7tqGpGm&h;
zzL7SwT}rq|W2)*%lhkR>0;pe%XBJ{1zGU6`$^gQd$n%l>Y&Ox8x<=oSuyka|bdr^;
z^M2K31>WlnK@h(A+FL`9v{Gj{FJ!vO6aV~S(U;cK(vJ7KWU}ZS%ZKke(YO$5oVHC-
z7kdJ@*xu$i(R9D$*$UkITk^24JAEs}8!c%lYYGh|XsfS)Uqx{2@)-rwWbKd(R;_Gt
zpn&&_Uu2Y3pzCZ?Km~r|n0<D`k%-=BfeWFl!{c*tBl|Zv-Hw4UkPXcJ0w&W8mi_9p
zt~6gI7rmA3jPdoD{bbsp=kAb7N9Tx`ZKkYN^h2=_e6di~@d(zPr$Y|3wGi}zk!Y-A
zq>Y4TMxv|rpR22V<WXqVkFNGQ(TCzrBx8ffWBQd-`B@rdPWteo3r#C^4*b?ni(ul+
zI<N=#-940cpTSeq?T&zS1iB`h6fk3KG<IuiyDS~v^ZF=WC1xqIKKz=}4k7=Wlg}^4
z2K_C@3ZuX{s`;YHm-UQecpiX?#0b3?>xOLY>+w9H&c8<J8Z^jm%~srGR6j_*msQt|
zY9ULw28_r|Jr~}2Tyf9@B$F|>n~&$M=kLt7w$8U)tar(aZ)Ezd{}9F45RcRWvR)AO
zH-DTHfhzX8tu0Ql=ShO&6wr(r2Mx$gwBg*~h^r-WW9K$?;qJU6ZoKO|q7SbR7j|57
zYLi73{@Sj-l6V@=?H|0sz2Hv(9ttag!%cG_G`3rVX=tg%(^yA{UX>H?Z;DZzP^4eZ
zS7`k{h&N+C51~lmzc0C*(sSBUk9QwM#8N+terk`lRIc*I_UyQaT?E>bS8|;&06*CF
zp?W|Z?c{|4rb9vr>fkzfO0HixT%*jsn%X+LV!)!#tmoArv>;mhBJ!Pxf#BHmaa(()
zhZj0uoERB7c?-A^9gbH?rL({BzE&3ht15L*-y9S7U)JUSv#4ow=S%&i@yU;3d(a>7
z3q$Dz4GifI<=d=ASZS<qUDmG<KKsiW<JG1&!asz%vJF=vRKdt(dhsyS<v$l?J1|7Y
zQWY`g)=|kfNiv^MEy~A#vzJuNVaWP?lW^U#0PKR)i6z1$IrKr*FM1D#`Fbz*&2t={
z8R5l$f(@d%maM*N2;oslgsXioMsTg#%MB}(jYcz0Kogk#lXbpY@Mv&sp4?)_qEoKH
zuaP`;kkDAU>**2b{VWk6&;djAb+?>*J~2OGuqpPoN<Re%c%$l3c@trFy2-ehm9*Z>
z(5!KsC4h1l!DS_5Lw5<!Tk}UA6liTUz8lz~Z*W*`?@Lzt+)I4?rR%2ln?pV%3}K>?
za{m}d)3Bc&*!svppwp(ERIu7^I3bQAbu>dI15HX@@q6#~iR!<g1#l8HD21d!ktktp
zBKD%*{7YC_1jC<3SaoX4nQjp=e@J>QkpIolg6Yck1WqxYg&&UZz|cQH^luLnovud|
z^}4~l_8F1o(O+^?meo3biJ5VITmzcgXI63H?5AhqQ<rbC=)7tZvBx@su51Igz)_jm
z<k2J|Ek-JLb*K9mg|KGg`YdR}8=OfF(oqibv^F&L7276Vyq^R6_@jPNW`KwzQqsL$
zY~%JdntCV}-A;@dezHOX7rwp5e2RWm$|{g4AcIXaUq4!(FSU=9!#LH`^VmEZ`WIpa
zilt~!$$I8~nC}D<w@(LnJb9#3M4q0WZN?a~PhANH>?Yp_(c0+m>S_IvB11@@)3VhV
zD;_?V^omM<{W^ZEDzfV3Dyy|GkW#2^1PdvGv~5j$-va#j)h<CNBHKSfPO%}`R2Mnm
zDwLCL8;>!6%_}GKn5hY^=~E-rdgP5Us^`y;QG6Je=8!&(r0?1{->V&HryzchLr449
zZuthr-IyK@AjpOioa=u`{wt}x`Y70;eROl=mvf4Ap}5@y;{m?|VQ~;J2ZI2+*0to1
z(OcC>hNHF09^tzsDada4pW^yf2)Gi%uw+a_OD;O*qVoMbNr1N1Fg|YGV!T4*X;qjz
zs>NF2&^ABParqn+d;`q7sE2vIT3?cG<%Cr7tuMmbW#_w_m8R^4i|R{ye0}MuK}?P>
zd2rCP(Oo|evA-Hofsa~&yoT#9ToW1^07jO-<#$b*xv-uq_q+59lwRHGHiBoKo=c8R
z(We0RR2}^&{wB`V-H@MKFegF&ZM5Stx9OzJGTFST*W;_Y_E+!6Pk0duxJ6I)$KLh<
z6+Qwd-WM!ehtQ%94&V#~M~rwOfNM%rxsW~Cd?SM;Bzd)|TYt-$W9NOOi<{WB!T?5$
zpG(e3vv33L**+beV_qtMP6Ws|h8d(+t)RfKwKe<n=LN<N$&e4w6+KYgWkaJnKEK#s
z5_ac=U|-5@%=fM;D0{McKqXm3vgmKqGRvJe*extK__gtpKl|1sX0dY29I;WZvs`)U
zza&7?TUX}sRI-%h<~D8<6cne<Rdtphm-9X|+=)G4T$XYCq@aM<o-ZND*H4MjzQ~6<
zoQMiJ9Mjn9xK<H->Y|~gMTcYf8AO{xsjcr6qpOR8GA6X9+IVu3nzhRUGlXXMnID+$
zZNBO!Ke}midJSlLY{$92dL03ggEm88##A}5my2pA$fgOb4^32mt~@`ZJn$|>^6p8B
z$(hHLls;;MOI$#u@j$yA&FU-j;d71JUSLH&Xeh0ZFKCo0uq@7w<!>8k=qylpy?!D}
zRQ=g50CZ^_A<E}U(Tz<Kz!%%yqX*cA_qF(Hp2DZL+=GNYq$YT5WJR8Q;TwwfSGduX
z@kusA_fcUvi-2V~o8_HRO2;rRB=IhDC}45}g0u~-1DQKx8wOy27W=Uy#Zab-(_mV1
zLp=4SdQ-%@whVgQoeKjI*Q+xccQ~$DQKeeWh*DCm2n8sK!pOz+ZsV;`HaRczxK^Q`
zo3~<F$MO06>`QDz2l>kDKM<}MLVyVcQ3vTE%)BbQ$+1-bAe&^$N{^T=d%}W6G$SHS
zDQY9mb-Gw#YpmvVnInrtHN7C0_StZ4=#!qOvt>-Nj@`egyw`oN*KM9V=?8;t2so$K
zI|NAhF!3c(>2j<pzI0i+NRicPa)@>QJrQe^Zag(Pw%_T5MXiS=i7>>H=w+7gV+RyV
zDOZ%wQn+knNhqLY8L|>EdGX_p=W-wtvXOb8Q*YecE~bk9aJ6^!bhpTE5#wAp&XMi!
z<xa|-WcuC3jbOs{tGUUsM&99z+Wfw+?X~KTZBS}$x$zQ*m-EGL41|g0aUrz}LIQGv
zfY;vFJa}%YE=-Ak^qH0k`6{zj{>f;H^s|gPDXx_)Rk+DJ(JJ>zd%wnPc9pzub%}G&
z-y*ckLlsg5cr|pI>>aBeA>}#NMzFls*eP+VURbx=h9Ug(9XMhf=CIPhomA@^bz~7r
z;dT@92hF(+Sy_dyKXdb>{ouLjys6ze>vTs4N4U&rwWMjxc_0C{m`;pAmIUOXW#SI8
zD2L*xuohx-77j$aRDla+@9k)N&BkVBz7M<U6dd~+>mJaTa-4N)8gQuozZ?Np^XeRX
z-*bQ4GX31)b_HH*qJeZ}$GY>Y+tWboso1F2rvCHL9N2mWQ(*~oreup<s-%9-N`8$m
z`G#tA)Msj$yzS*lZna7L7*53SL*LB)`I}<N_Sw*%)2U~?ke)IhXNz51S?1LY9muA?
zZ%*bqZos=|+1CXSJ`g3^;O=X~gL;9FfN|4Yqd4J_aA<qqOne_TSMW#h`)iZT53;+O
z&F1OdlK8dieL{M2#Xv}5TcUq_WR}7&z-C_6{)1D-a|X~$QF&r%msDF<sI%Xm-Y)e2
zVr}z(s8R60(#!w7_n!>9|5Htw|Gy6Xwuo-&WZ~}NW@+m9pDkxIJ9KV-Axcil|7`IJ
z@(S_)KZkk$_hC^{N)9DUCu<KIN^X8W*g*|S4lQ37OG=Kfs%CbU<{p$Bnx1AJ|MLjI
z(bO9Dfv&9u>})PBK|V?jc}rVs8xKluE-rKqfRl%%n~Sr9sfQ({hnpwtOetpvXE#k3
zQ*%p7F8=>Dwx+VFyFDeh0O$YOm9+J6SF?1Ja&~lacCvKxpcJI!khOJy4TR1i`=61d
zEzO-REGfmr(Es-r^Lcl&>i>go#O;%ZLnksM$0P$xfy&9>KbXKewEp(v^4Q3F4$bn^
zu>G&~-qAOlN4eD{?KB(~or<5MM=iQf)vx8BMmo7`Fj*1)`|ZDfg8#k>{`*Gw@44Xr
z%5=EGbun*5>P;{9c*X|?ohIslMsG}>x&9daxiX;NLEVxm$?{@d&#~Nl-Q!3t@pq_h
zgZe%gUpkFXAgGOSP#-q1zxWE=-foUf^jzqTggz~X&Oh?qYC2Z|A$L3Vl#sn$&2l5~
z4O2ZNbciGD&fxo#E>TaU-ov=9cu1$o169%7Aos;zYm<+Y#uVF-SN{Hbh#14)H~6KV
z?s*`v>l~~oCViC~%Axe|?=TXtW8(=!5sOokXubF97<6}9dxQbZVH0AV$eBoa*%iw{
zg<QYxBVA>6I;DWb_sTDaPyF1oUZ8MAp*_HNFZu}UXHUapwRR*g<Ig=;sURRjlq%cX
zhn?d&G2YvHhBhod9&Ay9A%WSKr<}mXr$^SId#&wyR#5Z~P5AZx{BQE|qOR@NUqT>q
zp4c4sJ?}M&l<VuXF>oTt8apSqRSbkQ<vDAev*Q0)(Rlnq`aD1Myi-k%pb1w$2^Bcs
zhCm}}uw$*hVsIo(KOPn~-fbz1xSTfoPToQrNCJ>Yug6;iZl9J(0`_hQ^y~f<t+Zin
z+@?*x2HoZA=VeLpbf@tG8D>}t;GTonjrRAG(~tr_JSe2_?3;e)dPe__y^o(u+F^up
zw>e5#4aJTZ&HT5k3!mR`+}Mc)r}Ww5a;t~h)&0Y*pU?}fysn!<H&pp!>-d2Y?T-EQ
z(E;%u+TL0pxaiFMZM+GOf%aalolRe0PUReO{*;#6F4+hE7Wft-DQs~UcO>c{TUYQA
zi!(6WR(Tg%)-yOZ0lqsfcgDsDJfly{2{rGoz0(x0j%m)owg-ucQW7kywx@NTnT!55
zQdib|f3dcA>)1}_uw%Xc%J@8rPTOy2|Ay|6^D=Aln@Q!!(%5>W_Qm-n8geNx@Nm8+
zN8z(P?ce*BXW}HvJqUA^_Vz@#jy#i@rzm1wsL~><+HML8u(<<vM^9U8?L12Fz7kWN
ztRwhbI&Sw(BvZ$gMavh?i{;crrj+UfafULzEMs@0REOM_UVQJPZxnuGt`$5FdQP#8
zg6TR(?n7J(J^Uc=e6PzsMm*a4La5^InNR(;9XXZYjC(#foyRM2vW2YRFB2p<ywb{>
z?VnlkenC-OM>{0=w07*c^%$2)swq$l+Ajwf&fHR|G^`vKQ@dWb0v`hVZtDwHByhJs
zE25xP)~yEtvqO1u)<fv4>H@V&_SaO9$Tw#yNJstcf37y`@ddTJQE-5vKCaQzY4_Ob
zT`9W*OS+w8?nmVpX7%&nPT>~mAP<h3bKi__v_~`+53xV5u7`c2Z}t>kr8EVwtBn)}
zu>t?2o@-yA8_ruxx)2;>tas9_i<+;`_m@qOXvno=fd56)+uZt-L6J?k<Bv%tmM7Dw
z>HJ60qOLl;*!F%P=+26NGvn_0-!rr)yi!YvAGd;GtpoR@{cl_JbVC+c1y7J)SV6`a
z{bT@_`%=~Icl#bzo85NCS0HqvjT>bzPq~fb&k9=6J)U-jjEb8@NHj%qsW9|vOxmBW
zX3+yLZ!d986)Mn=j+@3Nan=EMt4UctWGxVyl~Ew(o8}8bvi{y;wJ8PPRf4*&{Fn(x
z9W}JT!a2&6K&BNejlL#xFMwwo|3B|)bk-6eYC&FloCd}Th2Dn1wvU**NAjHa(GhVI
z6^~G#>2Xs{^$Y%xDNhkS!jQZ&-<mUGz&vPfY3DRK`&##_cnQCxe@Wc5-eEXYer4j-
zm!O~ZJ+%!0SUw4vW}u)?y_8q^70g$*IV9CO#&alU{#(N~sD`4xz2iAR;wq@@I)hS`
zyebfR?<oLRq-Wqe&UXD+@XZGTc{#p7T}z-rz=G1oJFlD=V%<Dc|2{pe_I3eJx=Pg|
zLfK!zmA1pmZ4A$8>$~>?X(vxgLdtPy30F+p_f_|&&LKfNyac+QOz5|{lh9Sjv-jKD
z`m;ai?feZ2x^R5y0X<+tR$mb&+W7{Q#{My<$67hf_}u<VFr^~jPTB?cEJq1O8&?@%
zIMTcBJPFV0!3WqykEwNy2sA+uBXjTtr#k9|#XO$kz>gOZY%SkG{NQt@&F`66LeZ#b
zB{pZj%k<?fV+QHdx!zlqS16xRXK>sM)iGcM6S(d4y7f1_Wu^HU%1>CSkXW}QOEip*
zlHV&gWE>g)GUKHl9NL-R`YaKqVPu5pYmzPg1GM)E4d9n4wmo*O<Pwc)kPGmx?K70|
z;bn1FT<s#Nit=muqQQv=7!Dfy&^HofF&F%-hZUNnMJ)=zESMkR-}u3NBs|DemX_q}
zEGavCOJ8w+ChVy#FS>?zJG|Wa(ZPK<KZIm`Lv+myJ>Lim8Ti|SK@t0$!8wu3^^+jN
z6knR%%s>5yHx?+btN3kENbzs-l(5V{wgp<Tb5szf2%47KG<(g(*2pN$dGbG1*nkx<
zC|SX?8yG#Uy3F+4A7oc$7c`NL0HOOBR_m`7=pUMT(ZaLRl-u{pqeWTxlYDOeUOb>(
zGV~*|griDd!V>Ga%UAgLH@&+px-?-6;$2<{PfNA6b<y5JuALCt6Z`|Zi8C+*Q^`}A
zSg~DSO-+AA{7LTZfZ}Z%^rHGYB>q_Zc9Zjpox0g#8k17;S>Li!vRQrGLqW?bog&t@
z=8~wmcD)=NhDIzzuZLv!Z9@N9vYz=*&6h{a6!fzqV-*6QAC9&l{&`p<S(Ii<4=6LD
zm3B14TMW2M8#1VmYFZEy;Am~jij)>JZ^TuITN0#O_!7G=oAV(-XvjQQmf!4+bsX&^
z4iA?bOAno@oMiR<D(v{~8oX6p3qBNcb6iqtk`GP$1g2kZ&_sF<o27mP${$7sXKsm}
z{eaXU{1QvN*=QRYkxstC^k+p}J|X{R{5*?Kel#U8yx^dB&yY#!+E<1%Tj*dd#2YJf
zRf)g$TEF`t1xsH8i!v~m>})ofm8^7VLdryae$o)za24-1cZ!=Tz)VBGZ=~-Fja#>B
zXHw>InnlFU0dg{mrU0#|#a<5>yAg`HkEloYCJHU6GaAKrSTD`F{{~IqI1N17UrIHS
zzRiovRu(}O=jTBE>)xnkknLo(F34Y@!<g_sK}4%~q}Cax1WWAY*^vw4T!RNpoAYlk
zY=8H4R)N5jA$H~XePpa;BW(Vk`EtGIIOLd2VXkKb9f>zyXv}4TBoF6xlCz(Pa#?~#
zS#T3{!n03gI9-YW)M}{o7I=@W{@5%rV~h-2;ZT+(?BwfF9}D-yC;yS>yZhjGW>s)Y
z!b!C1>eYeDpl9p1lN{(Z=yl?)5As0xHvRmNGjP%A?mWgd9Z=qY^%4I;JG$OWD~LoF
zhv@=LPMq^2AM=cR3jEmE(|@a7Tkj*TG)#*KROe)*zI$}zEH`$9bd67`L{SK*<2hws
z;TFT^Xx+S$(m6A6x_OMI+(@CKjUy(LuT>O+6*Jkv6e{^CCi&5fyP!w@D;{QUl&jyB
z4r*icp9@s!U2l9<4=p$X1>sfjvb+D$n!ji!{7QRzeIByt<8T=g9<F2>AB#WO@hkcp
zKP>O1UH8J8CfAy1??t4AB*8y2f#}<L2J<i^Jlr<w()I3Vnb@oxL-%A-?bOKqPrY(b
zbAKTLFZ)C=br6E&Rdg2-vW_qsv?Ev;Qdq#9JYwE9{nn)6^E{Cv#i$@TNh%N63b~1}
zp(r~}o+H8Jk?Yb-SyI{qm=~QW%ycb}soGoWd><_Msy_0wO^GCfTV7J7kxdUxbe;*<
z9j-%Pv7id=WwSATXsky_ca1ZJRs$X~WHJ$VXjO&0fEoo%`szadgx0;@4%B!sJqI7i
z@k<R({F{hwX!9#U_qA2E-&W?Y&02B@_1jARrWMj1j!LIOGaQ!eFka=P|Ab3eUsXAr
zaF>?xA$WZ>UxJ#zig-Vi!%xcj7@k})eK;vuJEb6c+HPl9k~)3FxQqWV>%t|Hf}bbh
zX(qVyeVw<AA%ALVZNnHg3$F}UwQ-dir$%nsl_|ra5#C+g$GCc1f4U=8%R6HKt3mzb
z#1|E;W!2!jG@r6eI}?6lZcd-@U7FkblpNoceFzgWZ7pfE+cfbMq86R{WKDwl7ZsYf
zE92J@&~5eWECk5g#ytukZD2m7{=2Mv+CUZeF&f7}bdM6h9=rPO_}NE<ww)qztLZfL
z(}S;S3&D5bZLSSZ*Ql2Cf*Sl&u09q)<^Z3YC_d{&Kw&ld5rLd0GFX!h-iL}zg+gNz
zj4gBsqz!4IXcRBVRp!J#r;1WZ;7&4H=6=1LUQup*$>7SPbf&^i1W=T0DK~wwx`P*_
z%OibHr0Zje{l{kEYOpl$SCv^?dZtx1Kj<hi0j)>$%NLQ6%Cyf;R(a)b`G|WlYTWUO
zCB~E1668tTEXoqY+(hqEw8$xQpi2F0D8EcXR<6=S%-w|RIqO*?Xodf3rxR%Qg?)r8
zf?sZm;GZcBL7-9IUf65hCRB<Ob;!_~H=5K6D+wkpyzqLiA>&MBf2we(eo^x2D)K60
zXS+;mRTxxSocUUqOl_v{>*zo#5B;!*bTes!tZ;!)Wb}|Zfnc}!i^HJpyrTdHTWyNU
z>?g-Py3fqMY3lprRI*6!?L#5Q-3fDHvdcKhPW0@pp$fN_&D9C@lLhvLryyl<IZLPu
zG^Ex3WFV2A#ith+fKmAb06S~8ep~|A`MOGKsRwz+4hqODI@wIrarF0ko*G7nUM{Fg
zUaBJOl<}E%@>SALwV(U&v`S4WRBxDP?j|wB*7Mf~k;mcIG2+&xN0?dbDLVkhdfivR
zre#I@bI!|kad@7!FbzVk=<0GVZj5a`_$>;Z;3V=g>>4q&lfL1kmPe7?ty-EbbI52=
zh$usx!JkZz<%cQ9kn&?MP%vt3>fWhNb7VklT)xC=T7J!5&uB+|Lm-9Wwf$|3TkV}k
zKA`ee^f!Wy{ay3hY2eGbYCpwG7lqGxbDqFdo7Wfq8Kbd(r!$z4ULJe7Aa}du##<ks
zZ8{ngx6kA9Oh)azY=z6^DsE&5*>rRZRx$--T510zWlVpj%AL6>jirI}Cv@b{YCme}
z)gV#EY2Nwbuok0G0Y45&sc;fYE&vE9LTH)dyLco;IoghBPpb@n25NMv@(&=KzPS>=
z?;W+MQ7b1)@VUe!eu+;!Lp0c-wdkyiZ;>UKv=FXgeLKrokQNcZvT^Rs`8L4{ZavE3
zcKu3%6f>lUG>Fd!)JGMlRgFvesu(9dZsi9L5eU9H`YsF_kLp3QAnmIkEA%PAe6<j=
zOt7MBS@19EEbU+tjgwq*Ac^~cJu+Nl$g;NY`G=#T$WdR!8`NTATtk*z4y&HO5KJjx
zWyia-E$8|D>cCCbP|nIbAn<(m0dwA>^jLwV)$H0&={+rxQ~J>DY>*HGnFX$_TSUJL
zkxwTjN|e{C6#x9mftK<ZK7cwf_W4x9SAOj6(ZXle*6?e8ddJT)%Hlkmg}C30kKPp&
zDlNc2QlDBLDuBaM&XR-L;#bf4H}2Xqm(pswfP!4h*tiNUmIW|oj7Nq<ba&cg*59%Y
z(+##&rq78{V-qf*66*Jlra}yHX-N$oukWNI)i9>HvwC{`Tid-%zv=2tohAL|>`ams
zX8TIoh}iSR0TgCh_A&CpcVbbZ-~;;NY@k6PKMhZi$GVFTcoT!*$@%RR;@D2kq!>>g
ztR$fLV|LhW!Dm4hF*F334zax3Xr>#8dh?IvL}no+;Md|_(^H7)*&lT*NzBn23aocU
zwFoZLlNrq7zNNc^V#BV1B}3M1dHwf$0^<_T{WC64*=9*M{GUbihvhyQ%CU^_+RaZ*
zvyk6$)rGIix4zFMZQUC}&3K!Ce(-)fTi@+ZK7JaG)*m0tUe;F>x{=R$(sotQuIY18
zRuh_>)3>+Nu|!j#LLt&Z7JZ4(wY@G(D?T$iiJ10h<_cG9IjQNVA33@1CPd!44~qjR
zPQ~vfMvcDyUNELY95j(4QJFff2<2o_RL$0ikMC?&pi@m4Ua_|N9l>kBkSVk%CW4@J
zMBiPW$rz;UPaL9*S1+G!D~$O%lY`Bd5=}!QwZXTV9a5fV#-l!u0~Ofb((Wq_CJQ?)
zfS;IicOPXbJjGlL)^0e3OA`&o`82fy4raZAXO~A_X3QHxWBr!Q<&$8hj+n5dRG(ne
z`74wSy<!3VTxN53o6e*;<C8fxAo6>GbqhHmAm&#gjWpfM#-V2(bIoYOu>MD<VSZMm
zi6ncRbjnE~dv)C>Az(tYN5bBjn(p;3a+)j^+WXnhxHm4(o2KT$qGzUOX#3>uKjCGo
zh76AAB5}#^4aSvb)4|CK3KhZtFI>azKB=qVwEy{#^9FT%0l!^PxE-68U?i{y$m56D
zwwN+eGAY<$E+CTnxGy&z8Hs=KY3C0I=%i;q`7PYN^J&KJD4|$m$z~xyVY@)o5P6xw
z4yQIP!VZ(7TEBLe?TutDU~GtSGLmcjBkw=`Qv<`%_&u#bvc!UbM=USn=dR3>m{fX8
z{`NVQ-{f6;RDfbq9`X^Uqpw!{DUVx|a}HRXi1ZeBtKShVuy}OPzOWLs!R?|-R-^Ve
zNL!ftQNjuMUY0Q+0^PscTF(vqqLT?3aN9_;EdVj^3~37s$yaNYT)k+8a<fm7qg8c9
z$h64@OHyVsY3wAmYkfg~r()HPYwl&BSat+XbIfax=Fp;PQ_kR6m9WaSd@+r1{?>bl
z`NilWvkmo4nfLAK^qc@7EF&Yt+t1qmrBB}VZ0wv60bDip?q?z#etsJs!D?Bcf|#s<
zvGWwdm}>s-ocv|22<PN$BN1CzQU5+DyRz=OuGG$<v~tCvqDw7yKEni#a#y0MD=q@h
z<e6Ym?oDpEd+4OF^d~;wbDYHOTN^g&=8amK32UXcZ$AcMcR-;;a6vL^G0hhe!I5qp
zA1tEk58OPV)EBf!<w|r+?(R%fL4GnKwL>OPs(yx~f+MKlL=JL>@Aku0&LRU>5hyu*
z;Zrx6WQtW4@Q0hD=~2fGwy`y6>&XS>Lj{M6Li=icu~5B+!+rk0HkkU9@fT_@i*k9s
z?q?_@@8{Az914QU8}Yj<2Ee`ygE}@7$h5t6NxN_XG=roeth_XNXC0u*ticIBlWwAy
zyg_54Ry6b!Jrx$tsL%$nmNhb@sTe96p^%#!g4q^iv|WpJf%mvzMD-7Bz=$1FHbki_
zpN+Kd2$+gO5&uqEQ7jn)>kyO}%cP-7Y#YqQT{Ds*L>%>vMd8UMaQ>(qab+ywQb1Lt
zYf-!^STT^XLs%H>*Zk>&fqs=e+_7y#^hY?45xsH2p^~nouUK)oGr;84Xe+C>lAnJb
zpJLxG#a|)k+t_ax*zVg@W5$5;rFw*-n<{)d*KXbw4E`q^nWx#~Ctt?wG`TpdWy04L
zly}YZv1ru?D7u*{kmP?sE=O`K>_SkMcd_F6R89UN?i#iNKZ1yAXze#XeTO=*wgd8}
zyDGGG>d_nMh4_3X^QRUXLlvra6W_B3!bH;3t}}|v=>_ppJYA}sLL7(K7xNWArx=&^
z8%s-hoyTewDC_2WqDaL*)2<>CH2&N@2tpARr{WF%XMyVfJ=eNpL5Tv-GX}7ccBe91
z4Wj;`ECb4wOx`DCZlIoNUzTbZqow}b8;J2G2iw29#gv1IQ}6pP>$uYAl%JpRltz%f
zKMZEQ{Hfj8Kk)AgX!e;H;&|S}%yo=gWJV#tp<NKxK=NH^D+1=cSP_@N-MrT>om+~Z
zy8jsw<=N772Nj!w`^<Y#Nu%m^%ehLwo9L9EPaaL}x0im`#{Fd^&mb%A(;6??ayeJi
zOvB3IIP_$+?~sa?_uJw4YV<l-#@i*&kfPIV>Yvi<^mEPOkAc!Sp(!`tFZn-vZ!64=
z>A0Xp;Nr9$EqXhKh)e;=pE-+Pt3#5a)h5f+nl&a9<0RT`H}HP_Y=xj|THPYfO@WB^
zyEnK5syb=)k`<h;IMpIK1$2-Y=>C~vz1c!+MTQK&Cj-Qp%G_{Mi<DJ1&{~KjqQ@L6
z93kMwbSOaJOGZ15r*6YTm(-tC??=d?`2Nt4HFf&@9+XnN@28T!q<pOJV&Kk=DO<<~
zzAZLiMntBXkN!fW1s@_lY=DDBug(}m!wLqGv=%Fu=mZmz&`Rb1C7(`YdNJeFauWC?
zPfM-+)9zm}!R0TJ)EakKy)hU;9YSSuo4;<MBl;ui7kQ~53<%GEVCDgsb$z?cVCvNS
zldkbIT|^{rkk6wuv}|Oj1cSdQk3D?)?~;;eK)*(us#Y3PxKMp)xi6>uQ}9kQx?KdD
z5?H8L_U*UWNo!qB6${Q`>*X5n&}uwAi7fpE_bq$B@#~l_bvmEfI5K`Q=*IEj>F{wr
zK}phFtwVDB#N-R31d?TQd~Z4M>vxN(?B{>vjbvL)Zte-C_~uhj(5J(>Z%_*!x4x<5
zi0^HA==_xJ5x^^^uGhx7ynWppckz8S!g1{oC=12RlvX#(6<7;=9kypJDJZ<~;$WLW
zjWA0nXA9pT7qT=T^?6FWP3{CZ<<63BRrSD7D0wUtGRj>y=~HFYj4a#6y-??tKWu>~
z2_L3s0DM65>$G2fS4WqLfJtN8>@noCF$7;#fWRpLyt0f0&_HV>H=|(q7U*RFRH0;C
zs<wlnCcDGF&S!&0{;jaID2SGNmSk~Mau7>!@drvFwWXewry;+!X6u#Cp`WD^ytecT
zo!*sVN*L+J^8FTkx0EQCyyA4xkb~I*%m_U?JN(_=V>lssMSEH8um99CaPQ@fu~o{H
zv|)9IiipM`zT!|=MhQ!y0y%S2kE+zBMe}_`L|s>5z>K`7yb!U)p{ZepGn?Fz065NE
zT$zGqP|(d>y5yg}50XQ$ixosT0t<UgOE8EHJahsf$@=PJA<m}GFsVAFLD?|oizLK>
zdg7Fvr&u}L*OO7cZqKsEh=Ba^Q)>_~z|r>BWh_`568*spm|z1y1qc-fiPO*yV#gog
z)>wk1S?6uV$Sg1HeZH1TV{1o}s<MXkHqf}@6{j)I#!s;w7JMQq>vWeXEr-Fy-2fIm
z8VnOeT)E6Y0t!{mvf+O?=g5optVKgo<ZRquGi`!K_maPr2M2r()rca_lQ0p)j3ysv
z=6p2Z2MV=jm~<>8-nZm;!J*-HTW^g8GWPj0Yf&xy_O%d4*(j&f%$0e-y5{(15#oR;
zLTG>SFCma&9aS?zxt7$iZ0NLWNMH7A4!T1<x;f6~XWJC(Bsx-$Sb<PP1j*o?2bW*Q
z>D*thR=;neJx>f%ow#IS@_SpDjJiqaKmEF)`XZN{zEkyWtoNO*N(}l(H+;{=MlsFQ
z8)8c0I0FK$PJHbHOCBV;AE*8~m8D4tX76+ogu3>~;Nh@5MH!kJR=f=5;b<7RHw<w+
zBLPKuM*K7zyzI8gtPbCy>^;V>q-yYh!MaY?;*;$GoT}CAV{%G$9AwG{PJl;r+fV}Z
zhFwH*Bs%3gR|r}qt<^*&@TeVk3yECMN3q|ZU;smo*!6UFW?~dyll7O&0m`ql!TTqi
z?r7iw2SHmKU_Y=~fc&Uf@p~+AYLn)0;%L7^MpHML(&DJ@I6mm-2Y9NBi-LdXqwZfq
zmYtO#jt0bN|2|_}6dR7Ry3?j)Q#_bS2XC=>=&hZ9;$h33l_%UoPCoio*$jT$Nd1QV
z{%&!{{*K)&(Nfo^Zc+jxO50D+SMwGGqySwpfN*^^J1V%chy4nxFf`6$aQn4+H;#;K
z;V4(RSnO!N`EEU0v*7P>=$63Urk#jI;NX5kqtcUay2taM|8yaUo(JowSCFp%-Rf@B
za#l0u?DWBgc7#)cT5q9~pua@D<0sEkk_~ZYc>g25YQ^ktT}<>i>C-=2D5f*0m2EW~
zs{x@Agj^I<Cll-V2$K>7$ydcC4i(H?5yN5RhJ})V@@K+m&$wu#eS%V=#SI(Tt~-gT
z_o3^U!#TU=1huZk8hbeNcs^};O8p4G&m^u^3{aWob~?S@U!i^#S}t=-fC2fFmC9bj
z;qa>J4a0(#E9`LESfqy$i#J(_f?G(mh!MI2Iv$4vuC6(ORmwd>Cvgjr#z9JwxVlr9
zQ6Gp|sTR*}-7!}48AA&4DEKeb)U~E)y>Y@1_Ffmp6WQuMA=F4QKL}9&Dv|Nn`(C!(
ztMZ%Q)zK3AmjY8;-F?27p!l~R>zAYxBAyGID@~!+iH+hlc-DFBNqFCY&vce0f^NzV
z#7wO^Uj{80)c2R#Hol<`Tc`U9H0}jzq@#PX*G0%}nYyFnny6l!XiFgfVkLFNxemh}
zRIUA|@rR(1zJ*QcWzbo+rB3xWq(As8wcA>4(q>1OY)BEbd*&fF&MLS|9-L#uwbtLq
zG?Xjf!Oe>@{N+>HJB|-wY`qdTpr43Qyj4R|XSKb-Xz%buq8LM>5RnRmQabNWVtII6
zO%O`A(<VYC5mf7Vxr%Xg0Xuy?;3H<4m-M)Q!3<-x0C3vnO*>iQ#Scb3j9=J_Jq<;I
z%E;v!5>q7`I9kPma{m@RgHYi3XVk4w)1FK<8BzsBrG>5vFFcX2Eu$m%sHY^Hg>fNK
z;Bwx8%8pg?0v21%qe*@a_|16ZRss^DB=hEbX*=Lg;P;%Nr_v|eO<i&9roDs5I9`SP
zoNrJ>zNap2KkkSkpcwuHG(->U(7aM_;inwAfz8Ee1G?#6lGaO<O1IZY+Cz8*{Go9l
z-AM8`4bj!c15sK@yx$5eDw_xXUyNQpC+_?nr=dL*G9eVY?M`#Y`jI62B5O8p{>a@W
z8Lv=Sr=baYa@=8Y)|rd+e9th-B%p$zLGYWA7A4o8%6~0xgrGsE^rsdhq+W8QZP(0#
zfq;aMJjZ9;{GK4<TFb_ZBD_cGpzO{ATS{2;U0nmhZ{lG}=tMr{QRl@!7Cc0t8aT7y
zHqC5=DpqiYLM@j);eafzm*DbSTGE!3=$L$6tU>pOzaP@^eY*-Og9yI|!vB_R<Gn5=
ze`PHRd`<0>*pcq>l7JudlDc4eOHzGuS&siB(L`T@)y<P;f+-NjP&$ln#q!fiJ~FUQ
zXt;QdAeA}tmu>7(Yi#p7$_!M?vYQm^)gbAdHA%r(Y9Vj~^>;8c%;1ciM1{js*>EDy
zMsYMI2bj<!drYD$KONBguS0`AI(6|`n&Fe}_F<e0cOPYa)UkdmIR5T<QwfEco0Uu9
z=P;ipkM%nr`<`$Hwj(g<ahGgsCapr^w|eovh+)w;E@xlwbYztftQ3%V2rxTCg){gy
z!53|o5yorSR0PEtX@Vj}k2CN};^fm~CfkJV>0Z2#rswSwtAuMG*>DoJq*?gl_1vP-
zRq>H<6%Lym-qJl}CJXSw9&sl-i2=d-a`YpSGkDB!Gga7>7k&*kAkH*#nWXn;CI9w5
z6OdQ{+NHmt5P$f=%E=PY(tK9aNd&O>Za>lFCPJd`N0*Jjqrojg-F#Qnqxw-H{kKwo
zO}zG6cjgqTc<JuRgDqCcj~pi7P4>`_w<(U_kN~zpLAy;IkB$$AR3aC@kiXLj1dbx|
zRLaT#@=c`+$rSW6hzKRfD;rUAt&h-UC^u1fijo}{1^#8HU-1)=$b&P_Flc`T#ZF20
zqISM88*S|~z9sRCU%I8k!=0kO(`JvU8Y!AgV)9z;A-l6odBNnpvZO^iL6vR;l!(sx
zcbsb#US-lT5$ed8aP?V5!N88#7Y!UZzrW?1;kreu$0+;j`8g$ApVtFTz*R>KLw49n
zF-LOVcEVLp;c#}>OIbxgY1jN5si|4j2G{DG=O(mbQkEq;nX25exepOjRCpLA;e|qd
z$?-cn4B_mh_Yr!5QGr9D>v8sg)WGV5-2)-=L@d>ZtGUdIS!*k{36C14Pi=5gp7M&R
zCJMyJqKCmr`Zn8U?p1{@KsG9?GOvWkdhzFa@waPnZ_o2^w|wHhm<YmSzpJQsP%>nB
zbZ%7ba-(;myBN}fg(J~9@}0k;$*GtoSguResA}lF0xLiv00W;|Nva(gVypXil-AuB
z)t=3hpRtZyf{BB>$h{pEoD{OYg|vn+;SAVb=h|c(FQR4GcWuQPOU(>nU4AHF^!qjB
zz39LHT=?wD)*uD0oh#s-6f%o<@+cvYxczV{_7cr=Q9;{?TKP*FjmZFk_#eXixWx3?
zu>=0XT;ZA0^2ss>Q!jmH`ND=kOFXJBa!R)OgRLyNW$-Xxr~LU8OVS@9-U+wi>DkZn
z**(anG1Ms~@DGcwjxvJ$zrGP)S4Gg6ha}-mgu}XX1<{y2SAltXu*_A^?|H8+c&ex5
zxHMd=sCD_gD)j<#E_(JXHNis$_)X!zcI5_x=wwu;QX2GBDKyesOJuAQ67p^l8Y7YX
z(A*G-n4BGX!J@`ZX<9+wW5M;;MqU(sm5frj`hS$kQ7<8XS`??TW_H-E3^M{Zl}hGU
zzAT50hDzTjF|K{b=cC$;wpYfU1u<1BwN~3)eoRw$=sid7`AUaS`@y#y+y4{Kp(IOM
zMLaqN8U=#W#gIu^IG=2thzGXaon}G(N4UY1F)S+WxS{y1<a{RiP%GNic@{4DAZ8l2
zaCuN%*GWwqN~hLuI^0wRUHfo$jdy^8D;7J-Nlz`g&K>3>7TXkypOOV+U77B>HMzn1
zE5(w;I2CkkwO5#E4sr6C4Jx#BJE>+q=Q-qc{WL%5>zP7|RKG9KBMTG?qv8loU=t}a
z2+j04%qI8Jd1KEer@xnBj**w3W{w*c;yk3K<bp3d`C*~GbK|FHXh1=u#3f%6<({P4
zcC-9#Uk~eT!!QE@7xRg#j6P<;ElN5IUn?b(MEPASVx;4{Erkhzsr@h1_4WY%dI#C%
zl9Dz@#-wcpQO=7PYg41!Yo(!@FJCz(RWJMpNs#j>Ho6k=VU`hO3Te*=1Bg{@kLkde
zGijm+YtGfur+3XyX$i>YN7j<K8`ih(_2quED&>$;{7Xrh2~Nd4tzl>8kwB43G&7t*
z3lS|y>5d^oxXSmT$fh`Vs=k0pgP1wQ4FY?{gd}0*%?Gsbu%4eGxXAINhJv3t;fu)T
zeB?ZD7VpTFnGr>=k^ZFZp#XX(1PRyDrASjg{IN^V@p<K&C`K<;bVXGUTllGE#(D9<
zJ}Kb-cNt%YQe+#$gf<_p+N2MIp>3rL{KWqNc0h^0f&p+9{!aWa6^b#yQlZk<3Jr3;
zK2@R3S`HQI8)+TFfe;>)wu@41ou(b-`_6q^1cv3vlH@{YjI;Sp+poNpz-ZN5bDD07
zn(1yiAL5y<58x!Ic7p#9Aye{er23L&Nx}KtP;Ssp<a_@cWT09~>r+Z}qV#fHNfRbx
zH&X-VkQ^D%yh@zI6M~#oNmQMgLaz371A_?3p7^bek}0j*dX5l8m}-Shy%1r{vK)7A
zJh9v>t<N+)GrOBYh!KIXlasBs6D4azEr%$%oU~1uIolL#nu#iY+wcF=+kXSxaMQZx
zLI_~M1D>dv()R?*_>By_HD`86uJtkfP#Zr25uF$T)2=xRA>0|*C?VdOqt7I#7{J5a
zozsPaRtkz%Uf$C4o**fULYUR(kIe-zqauOU_Hh8KRJ4wa$j0+PW%de{S!fM6QQ$n5
z%)JKAu$P`jPVD1^O-rhT;Ea~CrScvPypo`s+<oCym3Bp&G)1>C%f9p_c9O7PC{@U@
zmyx7rD@+xH%oKu6P{?dDmC<D7Xp!B4shNH7j0ix5dSwFRvTqfGj6g_B62!PCp7Y4H
zY(|j3;JY-6HVtCHzk!4tMTku<D!(c)^(fL{n3Db$)-V5@Bwht5zv&gNj)Lh84iC~S
z5uhQ8G&&Q^4?-9WIQ{fcjOK78a8*yD6N#)r5>6PDI7phfFmTj@=u9xpWJ_ir!#17~
z?&?00P-s0r%-kWZyhUB}a3WbroZJBn_Cs|6V}v5hLE=lWxNSkjjw?HX1T#)VAwWc>
z+eb^!Y9wz{xt3UHId^<%CRN%z!lmWvx*qZ_qMJU(at1JzEQ2^fmn7o9QgkDy;+0k@
zNChRcVT`YgkS4jaBrQZ23pJSJ^1>I79e#RcGFExPm@u>DP5lV`p?;>9@7E6iV1WHu
z{h-|-ML6k)6eDuhP!Tq+`k9gzEDJ<fJ9scb>Ipz-FY4!+uJU}UOA2Hs`vSn|P0gw)
zqh)oZb>=k5^`xP(W&kW?&%wqd<YZQ{dFXAn&RISf;1q^xiSQVq8Ou{UDP#inGx%E_
zZ99y_4i$N5^Ti>L&{{H)cw)Jv3t!0)Hc96b&zD_>&plr&O3W*?q(8`uRU!qiQh^P<
z<=?$04-YUz!k2hmBbX+7f(&EW1DltlLb*1?1x6|~a$->UR0ObNSYek{Y($o`cKDSS
zE)2dx6q2+1eCrv%erhFyxIKEp!=oTog9KR8A@!DXBo`l^G(sZ)*ht33n~f&@FiciF
zv-QP`Ro05d;L*=05D)NIf$U^7BiC+lq`0}>o8LYI&sv}U*4C$L)HoT?K-zCKKu8LN
zVu{B{NxC_zQazfMnO>Pjc-Qk=lx(uHwM|f9_B-AKK$D4#)4S4VV)m^*zwOlO*DKZJ
zD5CaT4nl}2MRD{iM!;4G3W}IBj^YwBYj&}8l2}v1I!Q+w3ol%RE9aB6S;ZyrxS0L$
zs*sxw>G;I*5rr-d8`7i$d+k>tq|FcvtR892##*%96s+y$k}j8yEqx5;Ou}#2APg3a
z?k^EZ_IkOfPSQg0(DA05Z-NO_#tU`Yj|S2(J(mknM*}QWQEiN<_FQJoF;n2gBkzTJ
zBq$+&*m$q``pzc+WB4K35Szf=cjMOQ1x4o-KVl6b7zE(?Bvbe~lTSVg*uX~0O1U-r
zETHaTIq<@AD%7@>T9|_DMxy|oB211TEoAfApa*(0vL&TCq!^n}57Q!&QzXpl7D&QL
zo65E>qLfCEgsuZgcnfJcu;EsK@EdLjvVp)~sO}l0ZPU`PA}|t-#voC!9wG|=&ychh
z+=L%VWEpk*0$`y?8L5CnxOfw6?5i5{XYNwDQ(a=w6;lh=vJg`#D|Rq;RoA<$PDmm$
zKP{Raox}*FXrN!6f|58eq|$g+FJ5W9rX|b5588PMhnAQ2+j-;Fj3QkZa;!$lEXTeZ
zTJn&is4gi8`L2l<0Lcyi>2>KI?}7gMJ@SyWsj(Q3qh5J2N0y}wRJ8ZR74f)6Ka}j%
zL;VDB?9ULYpD6iWKkX`EjDDCZW4JQ><O|w|`f1Wb1v^J~dZ?dB`l_F_BN7Fh9ZtCp
zo_F~?)z33s<$2bMMba@ZxiZ_bZ7n30aDwxr7D{+-X6t~nL%b%mn*ne58NY%`MrJoo
zy0udr@{2>lV2~Yv+Ye)h{o>DtuFnX8{;L_!6`&Z+G{0a{Tr9H>24SmKtEk%7oNqc`
zb{#(YJanp2T;|+JWu_*D3^S)(D<a_tswc4qn|(aNrg4Gy&eks%KN&Hmyi0p4bRKNd
zi*yDN&4zHKl943QHOAv8j^9=P>mRq%F3iN6^kwTw`nagawj+!g!5~=KNu(Agtu3+1
z+acg8wn?`=MYK&i@9Z10Lp<@4!b#paN?gE4HcI%ApS4D|s^b{&3eE%e{`{>mP$8xE
z+d8u2NId~7@U%YNU}}KiRSFqAEKJW^M7fFHC^jw2h8yq4&i=6Xl5s1AL<yDPiI(M<
zO&_R|l~RsgDTnONIU%%PiA8fr8x)8r3QUcsM|oaOYATh5lMXhG?*7p7Xm{2^Q*mwA
zEZ@{Md3cMEc)xZ?mg6+-OWW*@kfO#wiaLbAuX%c<HR+|!5;l=+tOd*<w6hBx8$B?x
zhG);yv8SCta;28^8Brq^|FUqPN(-IWwDG8ALT%rc_cT&~<E48I7w}+7ux#QMb%q;1
zQIVc31#(BdkpUwIdo?0b%cbCVR;PSDLyJ#P6E)=Uiz12z7+0yjraL!b5+@<kObWNT
zNSWobEJw90^{7Z?$=Y!$D5Vf$My6&tL`X9=4|kag^5_y%1G(qI;LAuBQYlTS&{7e{
zS5;U_EFmgwO4J$!2FSp|i3FIAREoDD&1AjBstorue6XF#o?mxNU?6b~lAPHnP!<@R
zNC3E!;2}J*Z?Yv8T7Ddfsltete9!iiN{(14lgMO~LDrx(Ewym%?f2?BAhAO*<U~B-
zU-ttkl_hF=gB*Lsb6;84z9-9!NM$P*v2(n0aCY7Fv1`|@sK7AZME31luUUvB%D?>T
zVDo?~x;O;`f!C765|y&>Fu8G5`^ZT~$|U>9G~E2Y=m%O*E5hhpy_5>^wkcK8)sM9-
z5RW5q^po~}Y|WA-YhUinhq^EybrGtr)wCv-hiN@>TB#&7!FEIda@`tq<EQ7(+E+5J
zlqQYjXFk7EpS<9(vP=`kp%4r=VXvnGlP#$l-S{axET|E}6D%d;-@k_YrZf6qHO#+~
z`&#if%qT8PETmiTTH3OcUY)B<2^sRlJ1Zz#k83vzZ*@74@H0t!tItOj%B&#@#$lM>
zTt_eZRD}X;#A%ck%>)CF-TTr)Wr{nTW9DH~$|s&zk`hH(Sl%Rp<$FmNK(f}nAEz$>
zjCje$hf?`9A4Q0oTzQq{AX$PUBeMB7<9|jylY0;HcXm=*M_*%Ls;C-{2A;J(Le<98
ze^e#;wKP&7DT?$ZZ#(iNlUqa+04Xxdxb~i%o%~WhN+~@-@9G~z%vXACfNuB#Ngzi#
zSj&_hB<Bzn;YrRR=`ii34S_YLbRPZZsEfB|`aa&u<J<6n*&G1ec&yo`;_N2&l(-Q7
zeaVCn(}ZS8y!Ve_EF+}$g^;a~eNYjCfk{Z4p$Ul1#;Q9hYIeG@LYpph9F4#*7;KB{
znIuL;-2`=q0!heiG7$+QOqJewQx|3mIej~v&jVh$<>=u-ZrbM#8)T5bn&wz5YSbBE
z6M&wUtq{pCX6I{FcC$*lQE`Jd>4v=9tBBfxEi@9itC1)2)k2W^e&FLl;<7ifj8a$G
zPdOY11E!iLmPxBELW*;`u(kpSrMgFI3i+*2%WLY{jk-u_;A9RDE#ZA8)F%%@W+2jv
zB{BvqT_XEw>H;BQ=87bwu^-ZSAqK-jBljNS(}av5nVmtgqXLHHE0lKA%(=IOq)4Cf
z5Ih|50st?qTp=TwdQ%IoQSxkMmVnyau~zC*yvHYAc%zCO-ln>OGrWbLYikvF@U*o`
zioh!a1d0WWB==!0B;5$%E8K#i&&x7XLdGXAsa*FRA-tU-0_eADHmP`Le2U8bo7&!`
zbtD3YFowyr%|q?n-H>LvU=N%9>1{Gg4EOrUSsep8QMbce&WKT)$BkD>R#iInlai@^
zFp1u&ANhJkKd5fuvq_nO`dR%{&-uhdtS8aWr}oW<y6VHETVAjyz%ZX(6?jgkgdWC%
z)g!Hb8gH3+CmiP)dD5grV`h3QBiY^LG#xD32EdSuBt5m04b&2tV_9B+XCVotb5P;8
zP<6PvSIC~vLs|s$4)&KXO~URcp7|CE-=|#uCnv5MZ~qqchj0HHmDD_gCtkq{v-Rbk
zyDQZVmMQn)xd*VS&T`{fg@*HxnfBP@8Jp=v!XeIdgKJv@n2{zZH+9-50>E4IXDm4$
z+i2K-*pxivJ&JOZV2=`GFc^5LO0PHG0uVB@`Rd`sBPi@8-ijxbdX?-Gxh8`mgJ%3x
zP+D1JV=`bF?jsv-vsKL|5JIll_Q~%B1CengB(3%lGKhwwpV|7zAoY^76Un7}v_@hr
z#gd27=PalcZ)DS}X>EWsMrr-TBVc8sYT%h=LbvS+(^u<}s^^g=Tat5#!KR<-Fb)#L
ze^>)Jc+`kJYc^yHQx|SPGPGsaJP%se0Jc@><ozZs-~|3qA>ptYflUX?X2eTc3i~i<
zGFZY@(jk2_9pNNwWUtrNYbyI1D%!nS%hte}sI#+Jo{`NZU?LAu!_atxrwKwDBUMNQ
z@G$j>H#*@fj^;j?GoHX_&*VL^Qwz~vV`nN+Cw)RoPX^d%cJfgpu2_IGARngYXFL?X
z*l*AhKfv-;xpwO((Gr`Yb4}hoXOkX~AhhsFhjN$7B3EW-bw>bc^5!>pHON|anN+A;
zPYn=&pAkUMW)(am&$6FdIIgJflkmg4Kyu`66r5%=ZHov?Jr!Gm0YqUVfgCWxTVpiM
zWWFFbtabI%@I1ql@Gv`r1Q8V&L6Uq?T{le~hBbDcAxXT&)AXq$`t0sp8PD9cGpFtn
za<t(JwkPb&ewgBAgbaw`MqQH}_#>yol&If3>tATCJ-k^3MwowCL}K?gP^&QqmFsB)
zRBg~8Hdj9r2mk_c?;#Pku4iMfqMqFx<Tujme)LL79$py7q!_U=^^?;Y!La$Jo=5+%
zP5`g#C;9r6ep)rJ>j(1z++J#@OU5aU-T)A6z$EZM3ajZMY0I)kht*GNrx`T=L;XAy
z)qGfiF~wjuGA;xj=4Uls*$4npM8mOGwagfM-<g^0x$w1)cuzUcR*Xzc0+Yk`{6<UP
zNISx9_VMh(=>`@WGLjA)>bgxd5z-M1wB)VrfcChvkm{TS<~Lo^(Q6yU6&`Y!6<`G~
z_UL?4oqasjnmP^7vr8OyYOpsfhha05N?X;jABm-C<Dv(!*%)VnYX7*2yY|mE{KS&x
zBNjIj_tur(N1k8Hxqky`ft0kV)p;L06_3PaFX#@)7e^V8Q~-8Bw3uwiG^E?loMW?b
zPw-Tfo{6ZV1B9gsY43l(7$6}@Y&{ag!%sX_LlTsrCu=_Wrm#=7x}VjH=X1;oLR5d!
zaO$W9o9>r}K)~q<bV%DhKpx)XNGvT$!q!0Y=dyNkT`S>eR{3JBs`U-ajW!U3bTcwv
z1*bGz-6KQ~$#Bm_0mE!g`(YSMhY>8OVt*)=BO~36(p7Zwl=DnS@goHI*bf_R4&7O@
zH2}|4Hdfa(2b}kVG203rLWQ6DQd^vm0e}RP22*19FikAM@^~aD={};K8VK{<2g^Ke
z;|^4V-?-~uHV<+_PSg`~&Jr<VIlve|>5n}~9HG7PQ~0l-Exp$bF<L5(x$%%$e5!@;
zsj}oHO+H$Zbh!(qS3*i@6crit_)RC-DJu9#$isZpD4b^kIH30Dm9D%x_^}Ng6&*>m
zA^^}L6pj#5aV?7ay56*2!rQy>A6&{O`_bp@R6$ZI)S7(hLfO+lEQg{>`i{~QIJveD
zByp~FcV%ASM*ATF<hw~hC2<6x98j0yt-5H2cT_}OQ%<w2k_gM$=@I>EErG|>HOrm|
zJXtog$HE?C(pLdyS=nl;&}JN6w~gp%>=<Y)4*}$1_)oAUP1Acw+Gk7hh_O2h{WzE<
z9o3Jxve_jg(GN(n*+7DJhLb0*3E`?A`8xC?anVnjKS|F&@4U<Bv3}%&atzC_z4S%>
z%ufvZN%#--1IdkkCJ7Jk!wDl(V5*6V<WUr<CO7r2RX*HUOY*#dZI1aW_ule8MU_?z
z0QQpokeO5ZY#k~>(doS!T4Y0zsOws?PZm7M2`zb?9hhtkl8_p9G^I3B)s$4?-&bC;
zkhTDin=n&lLQ9$5d8<su#h75-U#X7p5^2#AWP6U(G|TKf%cEBuaS<}-i7|BqvoTXS
zUCg%j%nR2EBv}J&ZhRPi{U}%@D%!%d=#*H>Iix)dHV+eT#ba%cVUtqvl7Uomq?YMN
ze#yXO!wtP%J8Ba_PDFK;O?bG0x37NV3`9TbB{EI}p#)W|mT5+5r|O9z;)zO~a5Rv1
zauy<nSFV$j%zs$0+@&GR)^{9ZW>2W8Y;8Fz%r91U5{|k{IErp|az$sY(N>&~L=6og
z@YoI%k%1g#?jZ|?no@2ic!e~M3@+NPbLLFTE#}EX??utZk`Oegd9;ghj=1AmVJhK=
zoi?3NIN8^FsCbxMP-870XnLAep(4v?FKuet`Hx6#BGpEkn7A6_^(MJX;3Z#N*@n`}
z1kPPNHvA)fxTPgm$mdy9Xvt34lOq{qHd|H1EX@1VTw#Cz6M+N#HMCZ>?k19u8OtKV
zr(Dodj|bT3&ORyi(5p}?-3UxYgirj;osNpKrH0a~eePnB5RlbCvGrymKkm(`B&O?R
zlShRd{7tAc1I@G|lGBGQO<x5QkLEudDTnB4{`n}aGGMSloX%SL$~dZt+4!2?ulI$)
zqY#=q++JhnF`pY1bF0sCqXqTs6Yu70rOZeK@T@ib)TT(q3&RwWhsWW~!f4=Ou)Iv;
z(no~(9-%Sz<=XYybvep}c3sm{x`zC0r?>*>lLVVcOIpB$_CzY!>aCoow+r)Oieou3
z_KdBui%|&GPY#4lM=P=2_@VLQ?+tg&*DLzDHp6u96n?3g`Y9DsW4Uf{P+@J+PCRYP
zhklMvysNcm`f1cRHvs@r*wFB^t0EuUQ7-`akA9^4;fXgGlFj?;1e2M`egQZVkSL*M
zV~T*0ne6w-4XVvuMH@NZL!J{_7FuEiwk&vMLjSB3L2_L^RDK8lsb5!Y#2}k)0?hM>
z)5B~NM}5T+FL89GI-59yu}?GCE@74B=$h=!`!E?7k!6l0lGVn@{;Z=zNY5&CdT~Ef
z7RI8PGA~W2Fa#nIqLWG(T;0!{Hr{5Z=Z%6nyw9H#$+ecVkGK1wH^f2$ss<v<h8sUU
zOt%5sOhXi)!W`K|Y$~+byvfA`x%a<W2C5(RG7nLbp7Wd1PVb$Y8qMSoHMgGBW(>YA
zj0u3W9)3rpM&MB+X)LC34fEVYVhW73mxhz7q<kSX9P*}Zn$I?xPb3vY+lHGgx2c)X
zznHz(^e;sXjO7{#`*!M-Pe=nenA^w7Sj#79ufp)WAviXqvG9@(*;<Aq_&@uJchAPO
zh6D_|!fb!JB0;7hQed=>oM{O|b}X@0BATFUq{ovgA^gu{ZPloC$EoyP^^o-O$S?0O
zNb9FgXdiAd2j=hpDQbX){KL_f&&ftUOb!hklzQv0dA<jGYJDq-Q54=PL;63|-i$cC
z%;f?+nnSS7>q90@urRJ$3s>+|(Q<xx@Q9;_E{=y2QtkmTgkWGY<uG+MKbC_;)z95r
z?c~7B0#nQ$P9Od>Eq;YxZD=F;DCoIV?l@I|V6*_!&6L1f+TIh#f~uTHbd0H7Yh81y
zWZB{Hdi*F4@Us>$gj6uRGZGcm+HtbFsjNgAZrilwQAZUNGTArW=y-?~=FxS%N;tf`
z@l&@905~WAiRB^TeQ3^%^oKN%_<d;hs-M&moi`mnTtE1nDf1Hy0+_qup&z1}`iX@r
z;nk0XiZ_9WQa_Kj95EkYsIlpr)?Tljrm{BxSRRdKXL<OyUmB*L$$!6<y14{K<Eo4M
zn*eymz!Wex0)T*XY(RqIHGt83?a@7uK%2orwqS4bZ!t;<=41h8Bl5fX#7j3|Pzo5#
zfX5Sw?px0#=&F|biX-0Jw8dhHg)!yo9^j+rumC5nZpaMtagkm$WjUdyt)&lqR!AS_
z3oQm0nv&2oE3xq9>fRGcGy!jhV_U#nTeLtD(S68CU&|-$m%C#Z=BwNWk~U%l6~cqc
z90R-~l{8k_e3*zE!29aA!$9k$;yLO?UC%$S<+H;6n}3$l_9F>fe+xV|U0(_F06=3o
zKswd)MThSt^6S5d<p>uk!aNHkrYI8<ujXk%ArNyv@dU+kVwszorevX^4W>KIKee&&
zR@LtvSh1)ewF3_euF4H&8>LzfZ0<}hV{N?b-?TDOB!q_@vY&XxpO3Oxn>b;?aAQbK
zy1FjcKLC~un;M4Ug#73~VZ*g2%zW*dX}(oC)Pcm>Jkz3%M}B!vQeIJlIf>mW6x}=J
zol}kUXyDOd1TZZ~mP7=$wZVK{ev_9ML-_18Aty&a18vBUeR)hp%mSZzL`$}zY`Z-h
z%LP`AT1bU<b5TtxsH+SF6}7`)M3(a!g!5VgCwOwwYI4{HPxT$h{q)eQS<W!WDN{B3
z;?0EQKGj4XNFeXFsYyagX%=Qn-l{K1i(mNb)K~L7m(nngY0lHB{I(ms=j|<V65-)Y
zeR`C{$$Qz$H^uxWYO)}S2BuJTjGJzdJpx_#;U`SSuWd@r(j<6>!%4fYrf2B7GA;!v
z?es=hlc7@b=7f#tPzXuuy#|VBM*5u%gw03@6?0><Wr#~IB%-Z2TgCzYv-(M-&6+Gc
z(@%=`>J-!){UDig4B(Gee6OE&p$~Tx`srVaJ{$g#;_|N@P5xWIEhP~NjnZga3Y4&Y
zQ$)lNLQrbRW*Bxod_DYmO$W2{biru^jL-C8lA~}XNyA#70SwY|u#e_VHmvniEDj{*
zr*#7?eT5qNwaW61kY36i*J%Z@Mw2QC3Cy}@-}Cou|N7qs47}EOcl>vHe(4odms1DK
zc3V1$9as11*y%YRc8Rh&nM{Q~YiptLI3c_!BwjE!dvA6<QDX*poEVA1LtZ2+P04+x
z0Z`sdMy7f<jVZ#W!~4egFl0+`l?{kHDn(;5C_(M#0Y(x$8g5K$Dy17RtI{VyN*-tB
zhUa3~o8Mmsq*7I;_MM|<?UN<hwEGc83$xwN5|UHkISQu0UvGdBl2w)~*q)upQbn{t
z+|VbXra*FrvBbhy=yeumtm%6eLJq%JjJc`JGokWf(>1L_Q}t&w1#3C)Dgq&{X{XvF
z5;Uj`_nyo?hPuK|@73<o%F=sbzRJeK8N$&aXDgl^L!`B=FC`0ZI1-L#a-5LU6T$|Z
zex~1wmjF!0K-tKicr;QR9!$>ESo>lxJs1!^@PRF&89tCvBfoCsVq$K0O4N~4qt<fK
z6+K%UB}>-V`u~CXdww?FN{%3ZAX@h8B1dTXrC5PyYbd1>iXSXpzx1V}8EJ*4C?ZH}
zC#6+Ub}_k#1*w@MD$R9vj9_;4(A%Vv->U-Wf58AARn{X%6lgg+-;*F~gNLb-5Lt4U
zdM}5EEHw}c?BOSNUI+6v26BFAHwb3xx)K=J!ECSBzVfdIDgR_G*-7l4h=pb6lOA|l
zR_z8_rS3hufrUxLH5cVJS#H6$m(rx6dvhekbgMwpa-roVha3~Gn?>~S+0O)!67LTz
z$)u9_$+B&&`cXU2T5;RjGXihq6sH!3+p7SS?NLF^+K2j)6v}DgrxnXfw+~KfkM|7s
zfgvL0^H4twN}@!+uAiIm=c{KjYo`qr{euZPDQzMoHc$bkOx=wBXI!&uO?MCPk916_
zW3K`x2HfVf13=Cg+L}S|Gy`+zqsy??lYEnEk`kT9OK-?e?5^%*p}PQU>|2<_0P@2>
zYr272%P;{LkN}%=JP$v*Ts=19Zl=_g?K~P4GYd3>-slbBQ2LO-JZvhtNQEBz0+6!l
znp4dew)p9ybY;`T34OAR5Z5#%Q79aIrZ43vXeQo7I!T*Hj-#}1LiP%z?1qUtMZ_IF
z1XAlUv4>&sG9Z!GCUI&EKagju!Y6sZl7)M;`}Q}*Kx@AxshLDMRFT~$t&eypXEq-*
zQ{W^=9xOa;fH(2Bn$rLEiZp*so;YWL#BcW?O>C+$cCN9c3esK@OFt0wvFmA82#Q+6
z2@=)XBZLAm(oVHmNEnA!hjERgZW-x^@TbqT8EWi^N+%5FgB%al@^Khwhiv<5B4jFi
z(2)Wz@FN^VajJ_-7R(R|Tp-hwpfn1m%t^mZHp@m1b%!c$n7j$_i1+w8!-u?wN${%1
z9wsS7IP)Vt@=NSO=r-ECq~FR8YqQ_JzQr7Xzw>7m`}5FFN`*NoRa1n7&z@~OInGx!
zP%X7C2<gZOVk7mOG@?oTTOu?y#m+G#tNF@lWFDC&Y)VKy9tte%C_%O6gu^4tjx--0
z7+y&qB*wD?Qc4MjMs#(QlBmD7X&!!&`S9;={D%BP&o~dg03ZZ`$5}`}&srfMFwHOo
z%37Dpz7Zo4fS#}2X-XoEgxXA)y7pDed(=D#7vpSq6=&L%B4yBUlSAy$b#v&=W?@>p
zZszN{CiJ7@2F66yT>rq5tWB(H)X(yG=m#4J|AG3EINcI0-2&cJ`>vn#L-i%I*#atn
zhx)-b{TMC$?s1eB*sX3ihkoQG`r$Xbd`vO>DgDgE-P|9gloW^*=6vIb0uTAWFYO)-
z6+zw!D%~t`QH5CEO5)oGY`fMC0Iwzn7Eshp`6}RiK6s8LnwK@rO?DJ%iVi}&8HL*1
ziB9eUuh?!B$X5!-HP&<z1<02x3@DN&uP|eDnpe|lx~^Vl@ZK2HE7)wV!FHdI#Olp_
z3qS1Glg3o&(bgcGvP9q)T!5iv(JdG0oKk?0Qh^O2&?<^T0+B%C%H2F@O>VE+=Hgjz
zJme&Bs8EEcY>3>YoP&xZfxj2@+rMJ?8F_%}CNSO;_{+b%TLnB_!Q568*@WZ+!2bL_
zWuVF-wkk*7Wq)o2IZaUr!PwRnEWu~Pr8Lc|$2kgQ>cs}wf^9X?8?$M8lvz!3s=28q
zpCJ`wdP4h{V(}!V;IX6GN{%+39ZeJz?$ta4KyD~%O;SWkmAfF(1}#bBot@uiZKf;O
zv)qDQSy^SXU_?;nXctK4<ykjtI?Tx~0ERY&aNe;2f9h9<@h}}MAKK;vZ|Ly3@dOVL
z7G5@p5*vi+R6QYE#XA~ZnR*5zOhSdpqmi~ze6}d62Nr~o?iw|s5o}I-uqO#BMJxrH
zX+FRf8dC%EVw&Z05jlx^vWK69{46P-jpFtB;w4&ufsbN;INF2K!wX8usnv~^Yn36>
zh#-|-D%3QSF)1SkBTPl=+49mB<b_8Ch2c3=ff1EPY)HUAHk5Nln2F!i<537;^DC_c
zoWqzx;I1c}#Qu6Z9?pD)z>t6enmmdfbqR`{hxTtCT7n9++>pRERU=_GG=!%dk~maf
zO9^#H;*?VU$b&=4VgZwe8y47P1j9YU@JIuqPFcC}vrS3LEU{c>F>nok5^I{t8fn@c
zb){g%rNg-QMD|q&`K9YZ;$Cye(aW?TY1hpGCd~o<7ZU+hgeU5wSb+IL1DRo7ZNfYg
zap=eVz>bj{sXTmT75(7<(2vBSODxgt)DQlfIIazAZ}gM35|mafBbMXM65yrPaPv?<
z%C=c!C;CbMnJ}K|=V8dt9)^mRQu|o;_hdmoF<MYjoyMXr;GwsKmeN4WY*|T=>oWkJ
z2Lp9sbt)l8l$H_!hYD!|&s)lOrSsH9NHd2ZtxDl5jY=K1?qvlQRZB+-Z61x73jZui
z3NPGg<Axg;JS@CsieHfG7cJogEe1!PU@R4_E!0AzV?2q@+G4)vP(-srMLkal;3+6q
zu|Rm7OkQ+xblv=UJW>$_+6|>DC?TXNMIQ4gI75cVk|-)|_Bh1eD<|S<;N^A#W1ko5
z^_L1GN=}DQnddr@$S?k3R<La~V*e1#O@j8-Z;b)jG-mmyDrH}#ld*ct9yGgO8jG%O
z8iiBZwE^m5DxKwMCXSBq^U$0$Jx7QfAX820JT#dzIXv9u5Ym2PZHM}8Z%Get?N|SF
zKCPw0XnNg`vYiP>T<TYyBEfP))Oua^G7HV&1!h<Go`f`oY%<tJx)~#FHGHYiFeCgc
zAxC>*)>_R<%VKcWX~2jv{DYxX**Dx6p0wvMl3tw+f~jmJqC;%pwb=FQZ0=}b&GYUE
z2`w-tlQ3}idaphL@6V}5AtVvD60Amw(P3R{m^32`64x!}*h8gkCM9cUQobK{@qg;3
z!Ok83$D(bCr8I7`NfOs>kya}PEJ<-HlxCDe1ZhJ_S!H<&gka2+KH||*3~M{&%Xk;*
zFJBY!lDcR`Kf|mewH;kCM+QG?tC|E#6W9(FR42@|$J7Ey^hsu(D@lQi&iqz7JD<{q
z$(D!$8zM?yLTQ=|^2xZaRi$o_6IWd~aar55P+`wfN;%}fCRxeOTPt~QCVqOzvUVi)
z*%-kf1F=g)+ha=dzN|`Yn?HmAh(fy)prDM|bu}4s0>+@F;L*FNF+o8RFn)T7D}W&{
z5@g;d!dr7>?MIbl!;DSHtDp8Xd7Sz|LX-IY`mrriLW&oG)eoW${YdNaH_z+>&-7E+
zW!rMmJ=2d@(T@~&W4+N&TKX%;@((NP$U=9PD7n?7A`EdMhxWt;r;0|Jq@<w{p5^$Y
zkhB^IX{P6#XJ96VWCT$%qM&l%;W2EuM)?YXj58o1nAC-GOT~F&ZFR0%=jkFIr(bW)
znHxHTOr>hv^O$&{(#KNl0B}@zCCBr)W-#q8J%?;KLXiM-fC2vM2>C~Oe%Q2UEU8eU
z>M<{YC?yCV?h7Ak>1sb*waFmCV0<#KTB#yU$$UYfr8x!0fGzaSDm#+(OgVWD8-9c^
zk2g7(g<f7r*LM8v|9$;`%Kxv!`TxS+oG_yX@rFIH(;nMu?qTfP-#Z4X9Oc<&uAz})
zwp!v;HN?~I7rENd)i|l70cuvHuBcycfGw!*^15g{Ui@;c<EaiZo~=xQTSb;MZ@6h=
zA=<h7r?(^oS7uY59C4>M)2@{po9;ac4886+Z1{<mbbHf8nj=t_D4Cp36j6J%`|Ifo
z)EqW2Fa<MnF*_u`>?qIoE$D3zN(%6=`M{&As8;R8kOEf>h{AKI%+YWf3v5O#cqq(C
z1s*~yJ*0~=#f8uWqQ8Yn7#Oh$vYh2;Pf{L+Hp9HR$3Tu)ydRs<bd3sW%@)%nT0#a<
z!bC2>>`+!2U`I}9`Ro>RgZvAx8thL+`%F{{Dx#7~12Y(o!gJEYKVVojsG_Bz3^9*G
zOKd0^EKEh2Llsdbk`4XAkgN=HO}ikQbc_m*0E`s%l^I?ru)U}<U_7-9t+gMX7GBI3
z_6&Fw1u)RUFSIZ~OYh{p9nrDZN>_k_5)n08%fgH9=CpUu4_vD_bvIq(gu>|@;aKH5
ziGvv%?dmxTb*;pqvB)i#HK`XMBeRo87J3;sK_3u1cf`Xl7_MUX#B(*pLNPpRbix!}
zPAm{cT3jGjbWBMrn?{b=>AGOduB*`{7cFpLQsA&f$&--g;wBwl$(NZ|;Q_;V?1QI#
zUTGjRiAlsm{V>Zu{qzK=`hJpruF{QuWOmXeFVFO2KH0Yhu?@K_NZ&*K2w4Y+eoRB%
zjeg8b`AESlDVrtp?7mrGuzIU_vad-&f@)mClxS};CNDF(=#XwxXw2$4l#{meOkkdy
z&}O1eRSH@dCs)3Bd{fx_CPfdPASy#4`01fJM&4HBN<(WRFwwR96^5Irnxc+fHBM8-
z?inNlkwTS}x%WiMGBfZ1NQud&u7b(*UiJYn(8AI0<0oDdG}|Tyk|4B~c@GnN4!z=)
zP&~*5_Ob*^ZAuoVOsq=2u#^rN**sHko=al$h~aL>5|jogDFp0;?vMWHkN)^C4j+A<
zdut9M(X&o2zmOk&hKqX``}X&afp_8jg$^*c&UPLr0Sd`*Pq!3HEhgBM(*OxuvFlpb
z2Kcc1)is?{dyh}q<*AV)LsvPrY%?jm{p7u=ymb{1y|O`2Z<If~H}Fh>4Ku*df*MoS
z8j4zxX1Nkj2)ZlRmbkiaX=D%L&Jx%3YEEtXM>Dk6LJ`5!P6%-O@DvO}6uVa`;dV%X
z*+E5))ApbQ63Zpu_6mdHMsz&Fqx`|f!`vWnD<Tg8OR;xX<=Td2Bq`m7+D5>L3>X0*
zO<v0~6NeVcbuv3cd-47u1K9yFAnLe|Bv1{!lOdvHp~&4pav;xg3rQCh*1mE=dlB~6
zrU^DX?@vV=N;yJHwk<l0yzzjI7Bz}U!rqk9NJ6bL)Eb7>^<0Zgg3R9x-4F&zu$i8~
zj>K`)L699>P^sKej`Z=xJ}*>9LQ3FJU_MXijSGNt3`;7>n_0lrGA6TWep!J>D$5?T
z*t;@NL1HhBMO;&muWa9k)Be0F<lrIRk4nS?s7ah_l8$F<)w`yRHw4aRlB}s^$ug~-
zL^F{oPdt}R%f%=Q>5BXs0?$U!GY^(pkLd=DC^yMY#4qWxum5nWBxRE|HjQ-MqernU
zB3EHPJ0V+})>L7HkcVA&V!IM9{Iotc3Eqh6UTh%MPZEI{nn$KEan9ORKRB;`J_J0$
zU+<4_XaFJ6fW*ah$~JTzg-`Pj^<!=I!-${v`r&lyM}B42stm+>f=>biAccIdpKGKa
zK4~HZm44fe9wEX9LuSKClLBG1l%58mSO^tJ%PG(anY7xtNILb--4&9DMr4mzF-r9O
z%SJRNBL;26yN4NmLfGdpw=~$fIjh$xoTjDL#3Cq(i&<Cq$%1+(LNUT7Sh-UIwuWR4
zfMAd{GR`)t5>+uOaLbD;M^Le20<&?Hg;5ItpOyMMe}7@qOj}EZ3W5Dl2dd~kyTzBN
znH}LrA#6&7YXe74&yZ<KX=RBzH6B!xF$NL)g&GHsy6C4G<{gHl5;n2>l=FG_pWnxy
z{^_6Q#*=*FnIn(rQfR2_PVt?6<|_4l@|$8H%8}(NC*4msBZl??D!n#9g4b%yQ3Veh
zpkh}qIkpjJid6WyajjzMO;?$F5XJJyZ<Xn-IjTb`>5yqDEv{_(>6yUH#?qdd@>FGM
zFYQZkG8hZ=pQ_P|xHjCRGy=d*t%F&Tk#1J-*)PC0X6IClh&5RceE2EUM6|=CSD+UL
zROCdhTJx0`@^unv0$4-KaPPP!BNzZ%$Yw%f*dtuK(EJv=@RKRnjEdptqR{|8*%4{l
zMLIk-EKHWartoJB2n1$)#=9Fo(E@++2s~C{20#>$$ShQ%gK%c#Qzx{qMe*XQh#%me
ziZ+zqRM~w(k!j!-!^a0sHWYs|G<@jIue|gGStCw^6b*^U=+~cWQWULdh0GU1GTeKj
zB<ImI$FP3l(KgHMm?PugufQXBhah`IzY0=?9)g7bJGagog{Z!?N9l8q2i%4SjD<-6
zjB=PyJgrRmq?63Q?&jQu%w*@6R`Tut*^?xSPFm9vdCW*}^eW!lR3$<&Qr*KZ+^NY4
zk87slVp@irNRUs2EN7(a>h_vBco+alXoed`JZzsg85MMO-<@s<hbP8A)j$sY<j@P%
zRX-Y<hqIvp{KNHwNtu#I6s7Q^A5T2@b{_oR)bmI`7@!~9kkP8gzuX=Au@f0AU-iQX
z3^U8ro1?E}NpX_(P(MeJzVcHd4B2P4LFI%T{a`=}plVrR#(m{vLUb-7P)R+FOSwgs
z%udYQU4eOcJ*Cg{22Khf-lMvCjl6+@#9C3b<R1#AfotQqefWtd5i%%EIT8qsS;Gw%
z9(sj=Sq12tha%c$Tsg~~t8ScQq_u>t9>Fe|0pGnFbq|pr1PY|F@WRD$IAK4eU5^JJ
zy0{t_eo_NJa>Q;3B*k*bHBG6zq_-(FOOiX%3aV!9*suUN;=TTC_`->=9Cu|0Fpkt?
zKJotS+wh_1iB^vp0NP~k&!Sh?`{ehRfvIiE$(~Ez3Q+eWRQ1>jZU31KkaE%hb@(*E
zd2%Dg9KTg@cG!5V-+WDIQ~HV0U?ltX+=JSGYT5h_yFbOMcbHj#VRocceM`(i;^xc{
z45HS)MEzdYZ*_g`sDeV5YZ=oJa!Nr6cPh@6g>=Ghpt?cMKVhKC@l*fDQtCJ70UeTS
zMzCQ^&2id|pX_^%8TQRlyrOn>?}_KZpVpc_<K7a<G7U@Nfuort0E{LDtJkEUlqq(^
zn_Wh~LdA!Ns0RD+=3wAcC+cV{J9zqkTJ*KkqNR;4u_Ii_Kk7K~FtqDK!RE;Ev(X-o
zno#MJ#93vYpo=O{C!vIm83VW7P<lY60UL+y!-y>NmxpK!$*g5iqd}G#5h_RN6>63{
zwOkQOV)B^EN=bGX12~^}QQ!oONek0tu7rQ#$sx#Dl4@K{g*`WO_squ#-o8^*O&tEE
zBYIYGSQUF)v3td?ZK_jTVX}#XAsja8@&au>@g(l%+gzFqDdWy60dkbK#)2C^J(pRo
zsX}K?9^+l?NrWg4<`b6*;7K}G^QFcPUmWRChM)i-l30!)QBgsPR9xgr17KLvuFDAI
zvpdno!>&8AmGB=`k_<j;=@3r+U{bJXM8!|l53U~S$8-9@=QI7_S%Rj1?*FzE@yJW`
zBRf++Vy}L<7I^wV+fMZ}6ZAdza$%(9rlCbY)Wy5dKouQS%}c90`?$Aa5f{MrWrV<t
zF#@hQ^`9c=?g0D_;ny$Cia$Fn<5-G!722WQrQ^ZltvO}_9MX9AZ6%_%zQgZ~`om8=
zHW8AbSXR*lDbgHl%1_gm3e6b+pX>|DK*;aiCtgc6J+ntaokZYhH{7(bq*w&orevYO
z)2KBrGnILJrsWcsLTjT=Q+o02A(dv*@I0O&pG}rIq8VM?XWgHF8}9$)PyWP-QOba~
zjb@wpQBCGh`2PHDGEn8{64`cDE1~9#Np&k^5+c`!4KVfYtvOWP2B<k?(^myHO_tMz
zqUSoTTvJnem(87AH8hG%TVp(ywIGsaS$#2XxUmpa&%Nb6Xcbh@f|nKz9)+hd>OX1A
zfEle#cIMx#SV&=ZVfwix!hzh?JyV`{tx~FMH^Rwsuua2;RW^d7u0zN?`7oG90RtZ9
ziMn5T>?4QA4nG@v&w-)QWYfZ=N)I036Hc<DfxvK0iiJrEQ_ON<Ps}0e`WK<E=^O(F
z0Qiv+T?j(?!XEGP$hF~ycTpe*MWIxig*gIFMrfnm&wQ&4AuvTDvfQ-~)A6+sUSE|+
z0sh%&ua0smRu1$KN?qN1qI|r~<|PG~F>)emI<QA$mPC+tkbW#AJ4_*b%2Ej!>>Few
zcXG;C%31v~?s!lgCXXsbBl7mpKn^?wEX#6D#&AZ%LVi6FH#6B$q(@2iuP)>i_S^^-
zEpSrokJ>$(IC14{CQ_P5AbMNck+im%y&Gc^XGwDB-V+JUF*0?OlYp!>ajd0DnqWv)
zZaBiTR}EIkoh+O32ohjiB=DJqYa%=`a?-ByohlhYAg4TL#5hV*r<KR-y7Hd26lHC2
zf*Ng<lNU2`1@@f{gu$zRL<+4KOQ{>+yGKBq(!<glSzi^ih2dF7R7d)uj*VFSR6p*e
zyIe&-5s&LL{rJ8+^uvyzBAZ@4@%*YEA$ye+E2!v)>uip#;xEVku&7y+j&i~ms_8ag
zdD@Y@paQT1aN3%O2@q^ro$bpG81Sg3PaWe~?ux;*>OXbOyEcLu{muTayLR|_oP|<!
za@u@xdYmXi!jwVU$Sj#;M_dAr0+k!Hm|@w~y(h|$LIhrN!iFb!$XOyJaA8<$;jC+p
zgyu>cB8C66`>#M6OQ@5(xtFm|)vjpd;!|6EEz>;wInHI@Nz{;+rC81xGJ95=(y>;s
z3B0kF<Q@g9_J^XK58ny+3q=h>NVX|(G(YkF%YXSVzVrNRUO(}qShBjmLk>2fK9tS$
zyZ3(u7$Bab`zccTabh6}^{BvA4aK&`yGOJErhZif8QV$}2>E5}r~K4Hx*uN|1eRXM
zowJ-?VJ$BzLZhQtgZ)?rfJD`oX}V$tcz*I#kN~LhR#tjZI#?PbNZjf0AnD1j?mbDz
zfV`11!c_ZM&Y~u#ldDbO-Dk51{&qqk7`&(9aE%RpFP~JcYs^PKNx^ZRv<et7u%Y4G
zRUe+HO^_E?BYu%q0&(cxb90g%90p8y(AI)SIt&=ZmCb!7MJ&u3QqPpGlA!2Beq%&h
z8_{R$!a@Up={;>Wl8E;Nf)?JpO*A85NNA5V1S4c<LyHiYvO#~U|9>`+SLP>DwEt|h
zS4VSO45hA=6P<Sp$T<_ARd~L*u}9LD+z1lk=Ab%5^%?9NuYBSW0KYA(sR2qh3OIjc
zNLj(zvU(*2AI?D?JwGhTC@SocmN2t-=M(Qo9npCgk+{^?+|7A!`;DZv9c@sxrlKuD
zpz-jC?!=f*l4jy3N*QE|3>Y`wTFLkqjrUIc%SF^?rmgjW=fslECU+Qn)(0k~!Ilog
z4q>nvzi#}DaT6RhkFKj~j?)x@1+a9uk&%{p8q|mKxK@fS=6f2*3>N;J8`IJ;4Chrp
z$slIXs1vead??h16D(w5>PI;01+lzWKe$5O)DQ0w&%J)~iRW97egq<%LqC2dM(Voi
zM}qWlc%ob6<dBfSpXujeq%S^v=kkq{Y;fK8^A!Vz)Tm<oz=opWFHw!rD-%pJ*%Ax$
zS(MUaHYM;deZ?Rz=#47US6PdOIYMbaqVZgkldQCw?0ra^!oI5IDua9!<dDOlFh!&@
z*Q|OGi*h#P#kq)bM5>?!Zi%!SZjwZ=Odws8Ej03NcsM$ibnnK)O~+_*Cw190b6`t_
z29;#-lGgP47GKK}7t17(ki!yw*k=|?D#d;zWl=2ht&&Yw_Yx}h^fWWgxAu*!aTJ_;
z7I)S@lu84iH%B&MKqLO)gixVTOa2w_<`b`{P?%qLJz?zq?;QgXxxOmn*%b8o6gat3
zJ5^JrCP1{WG(eK0a8=gYZv$7(ykxZ5Y740gF4$KQHii5Z%Z;Yjeqw^628OT=H-37k
z{}h|a8kgZliRqm1nCbYMMkF-Fr6dhEuql>w+7_m@Mw(dH!l{a_YF(#Md)|hVJyZy3
zH~;_!WY1vT!LyMepI}`5L`XaTQM}Ji)Cm(*H*tzCq}e7yV2*HJK>}Nmq(`O6Bq<Sq
z)QAqqBPr~&Y=|qS@UM;M1O+zbB%-hBKO#K5&*Oc(ClCqcz1u`H0)~j>H(gq=N1K(<
zp8YT&o0bUwdys!2UcrhKV?P`1)zJ_6#G`=-GA9uC_7|z4L)t(x+A~Pbkgp8nr-Y^N
zI2}o1RD>2cQe(U9`6q3G7lRTwVqanEFxj&#w-BpB{z68sOW1i<l42BW1qqv=vh}N)
z7B~yW)$%J(EaY88;?kg0S&mG|<Q@O<o*t!ZwY{W4A<#$_Yfavo6Am>5S@V6DPrT%g
zH4z=n#6xVi6`MJ`u~bT8_!o6bsVR6ExQCHFZ06^Pk{XvyaS108QA?5wd?>Y~T^A>j
z$MrPTu8Sz;-#=L>wEH7XvHhr$Oa^C5@1ggZeuVP_^%JVAADKewRX<<*#EX9N^+6<|
zJ?V4JW<)=8Cpz?_Wab|mX;q5v_47*M+{}>?11*w53{ern6&L35Ly9yr&k_wJ<(4uL
zpbX|*VZK!|OQ`x4Su&d_9_}dscn$*qQ)x<x=9%T973%+DMvBxE&%KqtYhB#zUy1kH
zM)=YVk|}0YUpttpw1Eo5aO0;Ytbueh4JWQysIg$cUaSwBj09I~;4?wRQFaISTzlTV
zThedvH=A#n`_?_e8y9mgV?QGN!YAJB^YEvuBwp5{YBy;q>9oyto034<Z)dF)7&~~L
zy*iqICH(ME22#{`K2C|ReBz~}wjVxJX=&e^zcLKG7tk-wM?;8Q6*wiUTtZS!8uE(`
zP&uS&<P4x>sPX!hmrhG;+HA^7pUF8S=L$PW_65bOKw?&*=@R;|;l|)gzqL@$Nj<u{
z&wSH#MTMzTY371bS!zU#uI@b%WA<N@(~)AQ9ZAimH1xf!Rob!O3H&UiuHoS~bq%&o
z$VmF<Y-@8bEBOdvlfhZM0@2>_pnfyT3FC=0X#M2T<asK~WO$&0ZEg@8aX0s)x%(VR
zVVq@y3y@?%a*>u#Je;ueJ?$bS*!w_|6v8`>_wg<e-UTxMOvigVt+jLC?5<>$kz7de
zTx-eeJ@!Y{dwccIMtgNMx5ZHEN<WGSUEWf%)Jp+o4BXO5Holz3>6r$cI+W*8p<b~g
zJ4mK^!;WUKoI!qM!;X3+o^*zkBwtBl`cIr58psz%0Y}ULvk(Q+kC1;zn%JS|XC+Ba
z6=Vw>+EN!JUj`HJs1VovC*JoT(FG!$^bp0Bn*@k(iPl3ha?~_|Q_0QIE=@IOhMQ6n
zk%1Ojp0cM0g25rPX=v{0CwoWKNDO$0LJmz<&yWW*aWXZNlJl5__wZmt_{2uE^c>5K
zf2x59_RvqZ7{L~5m@ic25dEO&`}LD>qMvS02`Ae`>PRYusUEYzweZp99v;uVRmE^3
zfd;;9M8EvcIdAlHeBynNetuL@M}(A+;u53ok*|`6=bXqg(h{kGJwKx{`ygf%g5=H<
z0^<)e_*MhoK2<PG*jyi74rv(nao7K&h@S9Ro#Y^)EzG9J?3JSWI@-vrIBKMdL;(pr
z2muT;t^`0lk#0{%z!+hGshqE%GE+BjrR09%Ie3^k=PT`b7P_g*M)bzoH{MdA*lz8|
ze)5uY&Wl_8G+T;bvpm5fhj9b>iImfsXh~G9u9l}>Qfp~zISNKI*Y0s-u)#jOnNVks
z;)n<#)T_zn=6{PP#R|Di2Ig0oe+XtD{ys7g3E7phH4p$HsqxtWDTMg#2=uQlki8Nh
z-EJ9efax2K0okePD*J4j5^2>->cRxZ&1X|LuopNz9$z$M%&ZA^r4Bz0rQ}tIpB_?v
z0I;lgX+HXuh+q(11N1Q7yP=Ed=t%j*6N0KlODwpCqU?jSr&<2C8N8pJpn_x`N3EJ$
zK$%AiR1oG957oMg<?J|O9c%#U)qC{6T>L~)T+gq(Y!Ke2M<o`RG0$C)$U7Lxe$HT}
zB}w59jQqitmqs){@v^CXP5kj*22h=ikJ8#F!>6ADnLS)0U=~PnO0j9PO(;$bAz+HZ
zxz>{3eWMfX|JUB#B}Q`O$f91r?Bcwf9o(6-|Bc;`w30RC5t&T>lt$`?KSW1Hx&sD-
z0q#Mv)X_gB{8qGwqhnjdr=fTyR5_z7uXrFu8_2;eK}v@j=_?*GD=;^)fLnR7kMupx
z{0s%yL4FPlwozc{oXk>^$)H>$kGD>bS3H1OlWTzCY)ySlfyb&tkSWP*+)4=pVb2Xg
z5|v0P7EzGnEw#YNVfMw3O`N#&oah;`>W=sJTZz*Nvv=p<(Zs=!*6KO(&5@uaZnjpG
zddQ9_e)W+*+G%1mK{w7To?MGMPPGLg%j0~-6LmVtHOzz0C@R2cPf)Y#;xikEz@w0(
z>*6F9a?A@Y0Suv=v^z$KEeNMVu6ZfpKUI=PyifFl_K-<GY0GNi2ldkqLqDjNzNw!U
z{uBKm`Kli($}8Kget1bbXy&<oFau%t#7FwMD(Y)b<Rz&|2UaFrt69v`i7rPlWJv(P
zKtI1Z+KYyUAEl9S%3IoIwqO&IJ_{q)xv|FGgj(<2XECpjWw+u;#VNPE;<@746VGom
z^?dW<D`BRM2oT6LF{)#;A*6>;pmgMrgBHWRCp{o3G;E|)Q)LN1)oQs|Ox6}?hTafZ
z_PFEJ6O&C~Hm&k`2%#=CCKjj&hNILz04xI|JFeVu@!}R=vqvt{X@gv_Meeyw2~hJ1
zONh-b2~|{-ULBHINENgxC5hd(ta`E7BO6?q-^M-}P-vv$#{&KdUj89o{&Op|gc(TM
zWXgPZOva}~_x|6Nfe1e5{Aei+keJ&5)uslhf^;MsF~z13s$}h`dUpJvE0eF?kGhPW
zL()S`)&vMLZ#4NUg<~tRck^i49G+x&$SG8?LCCc#(0MdBA*jKWq%vt}1TQGZm3U9P
z5RTGjO}kLnj6i5+j3}`T26Y?HeQQp8TG$8`4E7ji8VlC)-p*FqJ@K5)Kmwk3@#6Ek
zOTs2h6GUpb@zF!`<6X&TfZ>Vf`ZG=vOV6URpmSzpP3n=O^T3&;WOK&`7>$Upv^xzA
z16YlnFZT)ydA~9sG?`6A(Up%L=0uGsbRq3cO#6!W=f)IWNp2HrTg;)FAjuM+hH`U%
zB$NQKYRD{xbDVCCNXH-I`qST0Q<phh*uvCQhUznDDFX(YkvKLfhw*H4(kJ^y@~B3l
z!0D9y_=P!uxtn{Xg@XOE0{=|j{ohWvBp(T~WhIc*)M56;kD?HZi13f492>+dO=6d_
znYa`+V%uAiyKvZ~YYs`A?y9M}wlnxjb4W9Bb<dGP<13NQbf+<@!8UdXdscZA^^7Rz
zM)F{R9p2-JFE>8IkV7NQkV<sYmfQV^u82+e0PAmP5s@(!Vge&!Mj^D<9f>GBfgFUV
zqrx@=2foecHrEVZ8(I#2ZP9Qti|3xceq2A-a31N0#;{~Q@nnCjery@t1t@`XjK1Fq
zM?d+jesVBCqpkTB{T%uF&PS<9c2Z)3Rb_$&0|R&<n7-%<oEilv%$7rCCVieO7SnX9
zSHg++R`*d0tR3ecRMUy)DT=tTYVNsg-V);ZboAjXp1`BP$e^@X$ggUZwd@@NHxNR-
zQm+Pu-?kt2JcQW<g_FrGZPuQb&k@cfEt1yO$dZe+ME3FK${nYmzT$$}S)^juQnKUB
zFyW6`XP)#E;7LUm>|gCm^y4`W@o>E2r75L>q}WTfa=UFHlYtq&`J8f8s90rLVe0D6
z%--xWyzcqEz@eYHV?ODJ)BE24n=w#1r8!VkE1jwp`?Uemm=>hI^r9!-k1Q2Mx`)$?
z!Fcu&Hq{RCGj+7M=dXAwF+-&rs@s`Czg1!kYBenLtNPT1K&YDEZegD1_>{M^Mv=|e
z$F?sWLswx635JEa@x*iAa@WHKD)5kV(Y5Vd`}5Ii*kn+f5)KRqVak^33Yfl{Rw+!d
zMVi4o0s;2z+>9(?!4v#sC(<0am@slMbCq=D$dTy8B`8ZUtcN7I0l*Y@vt3}-T7i76
z9Bvs9R~U%2xSmZ?6g?5WiRnG9>Ho=T`hRlDLe}PJ`bz)*S|G2i5^Rd=x1tTDN$9o8
zlF(=)I>+`*sM<7?jKab5tk9$*YGfzdAGTX@_}3_C%&@j2C8Kr>W`*C9gfqi_$L|#|
zr>UvPfF^mg%Tp<9Oc4MJUsm9exLZNyl|;N1q??5Q;-TX3^62ALA@e+=oRhc|^-+n~
zYkx}>=ZKyv#$kS5Bz^2iy;@cjjQr{&fBb)IDm_a~h*V}{PssTp5B_<PFMc1LRfLm>
zW^W-jPI*s-ipV(Rq)usximDtp<m5@VA?Gm-iV;*;E+_+3dC>;Nm4mnW^cIA-A_+Va
z`l*s+aGo9kXiLB9=f|7U5sn-^(NFS-=hV?F`YFlLk9}wA$Gs<y^wSi#;e4o{M`iNm
z=lC(Q-x006i(2Z51PKI&jR;IngY$M{B{PzvG$iDlV6s(~M{Mm#d`+lveQk8vY8gbY
zV~_K>tNVx<hQt1&a;q<ns2vP#)^@KaI}r&-YH~=Bi)4`NY218-80r5KBrX!lF^Pb4
zzyQom3e8t}%Tw28x+ep)u+K|pat**|_g{fDmQ?5=Y4&w9*Vnu8)#l{qDAKSbB5~o6
zcNHzsm?0Qf!xOR*8YUY%NOU5JM*3|SV1&DQ1`D3%Zr=DR%_RMkM~?8ER0b;h-sWh=
zTV6+B@v>7KS(e{N5}n@n{@;&*i0x4WBxd4l1610YPj+gxtm#G4NB2|pISlB2IoHi|
z2y5zs9qmF<IE19dMWU$=DphDE@MY*8iY3DqX)OT*L-tJ3zgGZ-pbS++P9QvzbOw1t
z;@h}RcjY4Zg`ggNbjV>jHuJ(L3T89hTb`me$4v8MBo&t*b$SA@s)x!#c(f^Cv|l8b
z?eu)8=6OKKkW5O`#L{gNDYJ%q=S<IWlCxR*o`@1lS}~j^gCUQB!EcZx<M_GlqG850
zv~a{D1`>`{IXemG3l(8iHY0gCHX{rOgkOWeM1g0nF)xH<HaR^SAcSboau%}o$4^t=
z2{t^-g^c_-T9jsAsMJ-29SVCmOsS$2Gbo}N!sxyOm{mr$_?F4BHo8Kx@?lva&;#|#
z3suM?G0!1c2II9aagkpX=;~wg$Ovl^&3FMTtIELh%7DQXRI2F<Nja8;J$R4+GX}yQ
z{Qy%zPWC=~ZaF;mV?yBi%0t@=5|A%(+MuSFicTd0Y++!B!yNCeP111~8r$FI@r<dQ
z(9+P@7q6K|$TR6O{`{=+iWEW8<-#Z9lm>wOVpXM6LRzk?drxT9x8@`x2`z80?YdWT
z9<?b55$;<;LgV*K@*1*0)CjcK(_^ad_vr^+siUc%P>muSzNjBEAiQL%wckuJlJUBJ
zpi)-!qf2NtkFwL!_}QBj+M{!hk|zW31SN6D#)=1WHQJ7nM3b#bC8i@~i=W8j_o_FE
zkdBb-xSqj<Cn^GfY5Wzgs%qRGyK0JB)#xFqWx2?fDi^v3`-YoTM9w7HKFpuHYAi$s
zCa~iw7Edyh7h)3yr(cu$l`%~qZH)_-*(XTXoQ_`kfg77iy)^0YT4l;48*#Gmp5cET
z1r@Kj1o-4A2vuW`5%nUKZAt)hVVV#){cz`+v1dD$iwQNk05#q358?d!Uk`nS8RQ2)
z@Kd5T+^a;VT=)Lpl7Z-|RX_%<cO5_nYXhWJ1=Vt<rR)MZMW}Al@~x`R7N*ruwbqfr
zT8qmxlUYbnc*`SG_t{N+r8=|-(+meZm6CTlHI?213;}D)G^`L<W<T!W7exY5)NOiD
z!Ov`e7@{ZwJ{?2X<t{GR*JioMaPLVP8a!skh?;`D_)}kum<b!|(nW#M=R>tB^ARV$
zN;{pXP-=8n<%=oaS<@&4>#FLZ(tp}v)PB0Fg-0{DkQctXu>xRR_no8Tfzh0HQ~0n=
zeOMz%h--Ly#FAW;iUR(30)D++=4_u1sW~I<Z8zHA;{BQB6z_+kipVwpxh={9R`aGn
zBov!Hg@%<O0VEw+t9E2cA(%r{(q{=t#7N4#S2m60EBcpr!fO>A3S^c7do*ofwySWe
z%p-%E`ZE(>`4sjTgti9&MHdDHjsay(ne<7eicURVe=z$6-?y&S+Le5+k<Ycl=Nj|r
zbuc45u$9TdA=t*u9pl;{CUp|SjgP_+FY>v-_B=<q_av@Ov!p4I(`2)OC$mXwsvA^*
z!Db=VEv@akX)h>M=H|cvKQC#yuI@eY+_yNfDKH`&My_2qy`mz)%oQQ1Kpw*5C9N;U
z*$=RzQt<r9VA^RCp@OvBLq8-G{mdjDFUzIz^_%Dis=5|_UC-h@^wX{RL;XM=HiG<X
z`pJPa`iXQOW#{$SKRYwx3}Xa<G_475>PQoVN<$-W<simGZ%80HrQ}9M=us8h+~SXN
z2*Q~oj<Vy+5l$Q-sA5(`(*%Z@(gY!#00;l0sD0bIvuf5|Dq0d5S3yOdBU9|BOGibX
z>m-tuvTZ|97wHBHRx#QL>?7u=9kJl#D4z%>fe4)O+wwUgN|>`k+tz@etqFTv%)RW9
zi;$BtIZ_}xamlPK81m~Q%Y2DZbTaj%DIpUE^JC;_N}e;qLeF525MHH{mQIjK1csA{
z9FX4H`WOLU{7JODP;y;s$gc?LNXLHsw_zZa<(l2<wgK8c=uJ%#wh~B16B=o`_6Vf*
zP3y5d$3IuarF$?!c$A;wvQ}Lf(PvK-=^-gG^Nkjora`yt)4w*zW;QG?Y#foX7LhKY
zru1-gQY_iZc~Q&#NeI`#&-P`SD0mlahI_+vz!Y`M&06nweg&D|LNbe%G`AeaU~6&V
zw)6tlZo@?yzDB`<kv<bU$V8f^Z8s5!;YK)32S`bWHg2I&8ez8FWUKIyjWy(iAJ`xa
zIYRDxmV^d|NZC)D`fxk@upEvC4%N}X)4`GsK_NW&doajmBoN_vIMaG;F(^gsXSbLS
zL-^E$Y%VbWKD3ik*~H1*-^0n9r2aUn9obCP;4^}h;#R0#o1)~x$T2UJM%WzXZ7W45
zMonXm%FIoaAE>=Xfmdcyo+^t7iP=W^TT@vABPyB<1G*gX3mkRnZ-8AjnT8W1pVEfO
zR$&Hdvm502SJ%9U1l?fjc_!|7#RC#lS$oU+AAj$iyvv=EN!t{u;a&|Y6FpW3Xmfk(
zBkwOeB*Y*#082H^o;CwdIMRyA15&hv#`k9btKmb~P6eJ~fA6w?>bfAM>uOCni8i$E
z+patLL1|Mn^8(}};eD-vgn>j&%qVRIHHok2XM%k3K7=3o$!@~6^hE$}Qbf(5tta|H
z5uyV7wiR0&*;fEh^dnPG^h03(>j%yxE4y%Hkk*HRoKG~*Y^<b6lXRO>lEK-LvNg98
zBC}%SVy17(BSkUgksQ^stffv7^{L&KmxKd}@|;^hszx7cAxi`dgqj8pdHS}SEY}kN
zpcYA2`xaUbs^OkN;iq6zo7be%TPXVM{#&|$$<}bl5(a(4H7<^l7l`D}6kH9?(@y(I
z`jSMnVQM&u@yka+#u@1u%#Qh7Cy`|Wmqb~>-Zcve9|Mw-5l&L<v#Hi~bA9D!YIX1b
z?HNcpxJGRBKyTRsNKVgDZjRi_s@;#S)I~~z-qNGeL(-$vDGRiH`-+#&ndK@X-9z8t
z!aJQ7O60nYj>NUvG$@~CqE#|%vd?%nbbvLwj(|7E{Io2vxlj>2D(d|9&4ED_9;SWi
zX}XhBrO9)6;<;~GFw=ai7<qrad%Lj4EE4PsLVzD;I3cu;q_|2fz<{NS=ccSeTco^a
zQ`WKBkpfFH#BS}e83h$!hI>%6FN@t|3)^8r5q^@Fz|ar`*wDhsZ6mc%AhVIaSQ?QQ
zDui!;k(asOrQbFeZI8kiZ)oJ&$Z6a|dLT$_3%21$hrji`;PrS>4KVP(32m!2oX`o?
z(Ox(~DLJ7uqM}TaxNh+|=TL~{%}9?oS3yQj6?WuA632k;7~w4s!wdxycF!b|E{{Aa
zr5ucX%xNJ9Dw8YY*m*G*kETs9Nz*|f_8@UZ=0RW>5QxCpdF0~u`Sg2`AYOH+ia9mf
zS9JrmtZGurvPN1;35@4?R~___yvrRarj5Ab(^_?;)0$u!?^>K--y6yK^P+1{OCSv=
z)y;Cc3d|}o;rvL~m5X#;{|-ghb?*tZiE;i!2su&{U`>IK5ngir{RYy&Q|3uTm`nx9
zVD-~POd78si}uOQ^n2CMY~xcusyq70j`>_a$}n4rsw50u#q#P$1D9o5y6Q)|AL$3-
zmVBpho^bNwSD{YLV%|W4Qo^B#U=yG)3CV^?x@rM|l1ROVn~Lq&;+cx&31g-yl6%x%
zcsbe&Jb*F#VSC{vfn1f4T4tOi$nV<!duoapI88#sz|jq22Tqbej$s0`GVUvCp&2(m
zdXB)q!z&*4#E8j+Cb`NJ52657PIDA=esdI5s?j{&#3c$b&U0Yy6SX-lG;6h^{NuPB
z1=)Eqp;II|8K#XKDG0-^oMM>w3?EZ&$TxyNxy}KSr1g37lj2w8GzGl(|9%WaZ)qCo
z8#zS~iQS>ykI2c4oYMVL8lI?#{%9r5T-%{8+X3Ak^_8`*?4&K&O32c2&P>|@aT*pH
ztQlZ1#h?LL&N*pQYPsW4$5Rg6_2<B|u9b;zRgLN}G_g7I(6=opA@{J6^9Hj@EF|PS
z20XOcPg7j3(58@ms|WTKPw}QgA(_nq?Ws^qTIf1ABOA^2$L}nFnl?L+J?IKo%`A8m
zMsq4UU<8W<_NS3Fis<B1`j4oxl^lMdjh3buDkPIdZ6WZ6C}f`)zJEgd6#manZoIz_
zEf+M8lPHQ*yam|8>_j9)29g*`Z&Mj%HY2Jm724&JVnmQ0vTVXUB}UZ|!|nA-TBc3d
zRUpN}$s_q)4^+qbFm|r?KlLO=QVugsG_T}CATT&oo>Yp2ly*r#zF64#5x*KBzafEB
z>4U+O>)A}!k~pv>?l?L=%Db7W$r7nI-1z7rZuKIeaTEYKQOE@_o+R*|*;0>q3xSVl
zbj;I0gdmn2rSj9To~C@I=OC5~W42uPdFWdhl8YS4dYW?M36M!m^{GRO?wT4nueqL_
zGnGWojSNM%){^ljHiP-9pIJm#kgo`-gr^xMgZ<ggRX<`3IcA2Oclq4^h`@6CF;J0x
zSsrc5L=ydEC;F6r=<0S)6v!*_{`i~_sB-Bcl1MnV740Z(5NSjhGTV`6A4nb_iS0#s
z%rZ}!+UVp6HXxseUj@pGqe6dTrk$z_B7|8Ks_AGW^E?m|SfKXFfK}GApfpk)KDJ<e
zoAUJ4RWofDPs(S8R#gi;-S}v0@!}d;&J)7b#kA&I%ygqs-7EmCdpHE9Ddp!y9%5|9
z_^2tdU?woM@#H9Y1&Qilt3sl~9&BVV-B{NR|4Cwi+1Wu7f+5B3lY-{RG*5hG7wZoq
z(!`=D-Y4yQ{~yRe6d2*zgQC6ENY0RYMb3~KlrkZ5rJ*k9s@s8XsrxBagTNe$(mCf^
z%MF@jjh>Z*twdcbM!N}*7S>327I?BlDHa3H050reX5{D++~u&LwA}#ji8@XBC=CM`
zm30gceI-US&9}<hl(rUOxcATmMK?(hekv<y-D@~$qzYNcN|ohVp<Jii1D{>hl1A;G
z&1^=}@#J8J>g&de97qBKx9rP{Y4{HeQRG-6(gTV4V3hOMOG9cRCw>FoM&`{?7eW`(
zLMavD0gN0eMc1>mg^(KnObdttG8P!ga+F?MYjpBD=5Njva(MntXs?vc&D{nRN+a*=
ziDXG~rl~B|G!<1P%r`_9jL3kNj#HvswDdm3Rghaw$^1%jWE=(ZnBsDsV#t9iTUA|u
z%I`55j37yxt_P&bG93Dt{x&%zOUq;Gu>a&^{Dy(s-l!1jRDm2nX2Bc3Mq0tO%i)j(
z*J94EK{X9(>~aFgp^k;rBZZ_LrOUA(1r<+z)MGLuvkx>J52ujQ>RHGsNXvcHb)U4{
zqwDqubVt|yFg3~1kC!B~FY2c>(vJ-;H7JQcrJwY0Ov>GJ{mjBocbdE8wU?%E!2Co%
zERe@lKfuUfvNL~FIQ8?SQhwi8(L<!045pgIm@~E=WbTPM=covIe0_hp%Hz80v6&ug
zFLNe8Uh!CXPQulNVwVV<W1eLND5rMGqlZg@79{p;&F($vZWSZ58>FSg8WI?HW!aPH
zEiLQN`Rg59AdTfJOMxIN7~<mj7GG;KsFKebv}q=fnvwvY^d*4@5<9m?LEm0m_pJ9I
zY{+TFJtq@GGsu*YB+7`d><CiqDyOEwnM9z-aPJBAh9Y`S<)R|#=JdI!_S=7Z1|q*6
z%XPo(-N(sX#o4|MH$-?y+7hK|ymE}8+ngb@l~_yj{2G+`cA$A5X-b4zt+rBf<GG1e
z#p!W+1XW#o9W$=)cdclF%%MFRzD-*bsXA(Dzn@%w{a;XNccwKK$030LQ`p5O%-dJI
z6fz6#_OW0gBStKE`21i7>g~oljYth6bAK0_xUl3Z7Dn>6m19ZTH2_Es+piSDZC?7m
zk62E#M_|>xCka1qxIhvB*qkPOPqeH^(M<D^_SV||V_xyDl*(f$orFkY3X>+2$K$P8
zDh>LKoMORD^CNPUCL{BBkc`X%d_@MGQ}EJS1*-iZ=Ps2+guKgaWISI|V6OL?edQ*u
z=XJI?@=jGcE$3_l05C>qe5B00>b?TN9Nz0RO3sn8$KxECc;tN^X0Gq%Ay6$GC2Zkb
z&T{KlQ^nq_rt8r{>q9#j>=@}t)enkh9}r8!N!Pt{m?O}&>xyokqh`x>k8LAe7lsH@
zF4Dlg;^k~cCy{8I#yro=T)QV5;s0O*NjC90V|TKmAJJj&T|RI635`JJO-I2Vb@YAx
z<V+a-@XPzukG%A~5(&nwe&Bq|`g`HajzH#Fy802a!9w)I_|bn3{j`D1pV~<W0$&XL
zcT9^s4gt?&HU-X(lsu**wWhMaGjffk^1u@Em2ls`!gK1>J;5J8$&sK}_~9a|zPgY;
z;3Xp3YYJ#j!<Rb?1N#XB?FOJmRM7^@F`nl+Gx&<H*ZG+_O)e5kD)f0<o3cDo5L1F8
zQC|tRInC~d6M%pGDA=Dn>3Ce|T?gkA=M`j6H9B^1A~QU@VGXewi0#RC>3rzw-jfu*
znQwLb$Is;?&R029UyF|SN&epd(;0}IZm*9*s{&`y^)y0M*}_zcq4o((Kb%{blYmk+
z+_c1KK5bKHFbFc+5LI{YQ<7@oeHZ$58i650*%~vD;?G0VEY$AQ%eA9|s`?B!yr=u=
zgdmB?u%jui>+n1i%rrlx#{yHcQ3xm7qSBjN07$w`un7$zISA!2U<o8|#rem9sx<bv
zlI0<RwHPU@<^u*53t`p0C+#q^#+hQF`+I+YpJr}(5*jd~ZfYi&W}*Dw-b@wMWAZX%
z=QP^~*jJBbFUTnhlK;$Cyegj(urVp6H<XetIVr|TX}W#?Y@_uRK55C5z9h2n;wxUj
z+~)ns!)u-1{@_Su&90KI3P`n+=75100hF}dymgTGk!o_i7F0=qA?2V#5$n0q_NJ_U
zzl@|FOS{x4;S`{{<5c=2Q6l2e`T0o+f9fnG*am(`$oaEXc^nw7RY`l6$JDfQ&1RZp
zyDrPh9GMzan(FIaR~C@NR9+ZeWd~z3H6;ovd7jx1^FP=?80RA4H=DG2)z8f4Pw9sO
zQ?}7hw}3-G*JB>Qa|@XI$tHqQfG4Ym;BWJO{nZaUDV*rX1oFr}5*;QxPuj(&zM8o{
z?jPC7v?g(C!#mg96LV(h4t4DBQQF~!@mQXlzWo#%IX)?K6tT%sUh!;>eG^AA3y00)
zqX|*<cV6*=lbzcQrP~2rWdwG%7__KIBb9i|Pb={NKR?1?B$i}h$};UJevcnqqz~6c
z?9^0g$^Ka8Cu~7cDdb;kO0WTjf#WC$r_QFMMk><Uor@|mX6}@j&Y)UzoU@$e48S1w
z-0tI?Y?>Xx)qURb=qK~Z$*{^2-k%)aCi#2+&t;&3|3g!M`rm%*=7=$0nSF>bl|noe
zMN6t9t&gZ|G5twY4r5ByP=mJJ{FLu_#Y_KZt?xwXZ#_Q%FhTbIK<lHgg4WvXwzEa3
zUu6iY0W;*OXr;kBRLTc<74c~J)*Lf!-&Uz07Q#TP+m#CsealGRSo>OJN6W@KyL}H-
zcwow~9E}{!<=G9BIq6`ht=Nv)9}I#d3$Zh6+yooPM8cq<`$^65vT1p8>dJ`rF60~%
zvddd#Ef`JBH5Yl3WF;weS0#w?dL|J<&a}q{%3TIK6!qaN9{#Tug69$1pMB03z(0jH
z$S0rGfO?Ua{s^7+B1=*<T3^{{a(+M{U@Qb7LEfHDD<o;E2Gq65mRSCw0B$Kw6m|Vb
zfvPEWnysq%E92lVGf#Y()7puOtnEOBQ4+3A1B@Wi@$9oL?MVf*FCsCM>(;M~5UTD+
z_N`xuODmAgv;wHOlQ;{ZJ&a7u=>V}1z&&H+ER^LXB(eL7{i>*iStL^feTT9(G+vDm
zj3vOZaNBjoYmVq%?7F%%HcAnj?YiMAsY$QPCXz^-7dLqG@RbH~kS5Hi{g7FVKQSx(
zNBW79Q%Wop=iwqB`|XkXtA2Pi4*l3Bsvof&My7t!JuJ@-l5XrU*`#OrRX?|ly-0{b
zuCtHK!ntMjmVxIF%TIvKYro3PVJ8pG7gwt?Kc-OWL={4!Vd3}~r5*drZ6J)tvMjgJ
z#jM(#n|>QhT68yA77oD2M-w8yzRMiv0bXF9^&9>LYhhrAgxCqxbc6orX&&}MMG7!A
z*k8~;;^$HM%vdIdROpoDhi$DcVn<xUX+oKDpwepekR()93L%X>Qb*Ajj)D^Bj8vO#
zN-TTG9jEgw2U02sJY#mwfQ&peI?DkwkPllbQF3)@BC+XHse8sXE8m(E7>ai$-R7cx
z&A)cV$^YK}6B(FlCnwUH<6UBJHEv|)_3EqWP|;Bco#<>7r50NC#GKMT^z0~Tm7%${
z|99)B!$^^syN|GcoI?ufL;lT7jBTfcJ<m=+25R*$3j2<lGR^Lzp{bWA!vxcWZ`G_R
zW|g+#MoC`VDM)HLqwvZk24=UnoP98qaE<{M3ax2MMq=k6HZ?9%+`5mcV`KdT$gf`o
zrkR`5)QF<pPnNs;<eZQb{sF0JI&P{TX!9P?-4po<Jb9Ub@vL`cC$f-eg`B}JMLl}O
zW2Au5du*2_@BleKekijSC$I_d&!P>PF^iT~R=0*wN`ZKIq=8vqOyRbv$qApZ`(s;n
zSo6`ts%Tnxg;G>Z(!#cdSJz}uu{@@rh)@)VjI&jVy?f<z3?+@bDBr^C2%mICGd&|6
zEiP0jleuYr76}-<Ta|Vi&IR7HhmZ}vRELD-U1KVlg(NO^VE*h`$ns_(a)Ku{)!18`
zG@v^Lj8<s^FeWGPQrd`)wk8(YbY%pe@=HtN6&FPrPx@`XG6&&YTZIr7(&Zu&T{m=j
zZi3c<4Xq>aL^tJe1k1i9H8>*;?cI-X9y?RXxo@TCjGZkq=d`PS_@W;X_0ScZ$?1fe
z1kG!d{5AcgYWm`UhuS&x6K+%Zk}g?MyNxD=Un*b=r0TG}-Ih`PT*Z8VNsL!wUw;w{
z0h7>x?C`|!tuguRz2_#Fe*|*85zrf2@RJRZ&Oej~7mTy4y<qRq#@zI~$<9iLiiPJq
zm|&VR{MsvCNeI-KqDiWNM2xcE9YHGdX6M&c{f$-rp^B>~DEbsXGqfO?06yE+W_~B_
zq?@Cl(#zH+5KxUIR8?v$TEQ2Nf<%HJ78JXLviW`z{B;!MF7>X@w}K=~n8uXcWIG+n
z7GU7By;r|thl=z!337GsiKdr^W2Pm7GTiuBU8O4?Kc1cZ@BKfHfs{<!7hUOKT1|#~
z!$UHQ-ds&K=0Xq6u_RSLdwBMO_d@wo>+2cdl~+7E%mMPrKJp6l*Zwe}rux*ip$s8c
zL<&<~*lhvU0aS`Au<Ft9tvP0zucn*<6t9C>_wl|Kr6hYu$PZ7#wyRd$Zf}m>V*c#*
zu<16+8Il~O(i0M+s~pJ-Q`e+4($;wP=<G)m$t!6^*Gv#2Io<Uwui|+Z&cBosgg}}Q
zN0!W819j<Ra8^RVrz2HD0!-|&A2rUX=Lrp3)@o!DNWihfLQGw+r8hUPsP4%eMt%e>
zBOM`A-cygVY1beUbY&wBrPWfJJb}@<Ih7L&O`IFnWXFC%-pZjHIx-Id<XlR<^Q?%;
zgSuBfS|u(?nc2)fmByl)Qc%KCAakn{wb(68S{uue)9^M)1KX-OJYgimb7pOt!o<Vv
zc_8Ytt>>o@2a<RUjFOO#`AWPgTO3-erBJD;(*)!zoV%t+kvAmrB0HAASs9C~9e^Ep
zQVY{a(6$l9f`uRzUb4V)AVmWy&uOZ7IO48&U@$C?glJ4e_>r&Vk%SCM1V*=H`O94w
z71riJ72{gR6iIqrRSH$KaRe*TdQqUx27>m8O*$Ttb}f0v@yXGZ!|QqS`}*Mp{@<sc
z5Q~a*k5Wpm(GS5q(GT+5iw^zBKDMhLQBY2;U5S11Ns<dvl$;X7QpUSHKXJ|xBW=%u
zLI?qOlhTXGBgYlJBAm3Q4$Ox(%(sW8%TYobH5ct~|BJ79(Bd#kPC2JRrJMn#3gwoU
zJMVP)r)T*;3vlmud03Kki56py9MAcgbR~~TVk&fIVQMKw^r%9o9qm1*4%;6{ZL{w^
z>0dtvCvx9vFM1c)dLY;O!=vF_b4cA}dWJ+>yFCg{sL5<(Po)_UqDXP2@hT8XpfT~1
zhbs#y9PrZFL}W=uq65RXY1*_jb>&Eq5;iA?HvqW)e%;O7?fqZRKy==|mt9zLRc?om
zIpO#=ddr3=`x!oZu2q_u!%ua1oX@*6YJIe%mE{b^zO~fY1LQnBWFN^Z9*Ht;8hGja
z3E@TROwK-QEemyb?BF~qfyiEAs%TZCkO8*DP%@83CYWhHsMZR$WyNxL0WMUf#%PYo
z3?c!Iuo)@pbbA=mc8;n9d#+7MhLBt(D5=3MQ{7l|r~pP2ORy7(5P~G>o?vPr?Ip3e
z)(A*xGHDe2Mm#ZftDGRL04(H%5vHKRQb~hWH;WRE-IEc)O0JQp8AK^!Q8e>AL-xF9
zi7QlSj}gJ=%2BC)QGVBHEPNU5%u(pgHHVh)i2-@H*W~>!l-drm6(W|R=I%hTJ*1UV
z2=PD$vt;ZDQBn56mUgz(WZ!&Xf{KO7-lO};Dsq}lc5XFHdvEV}@4v{aHd3>q7K;u8
z1`)zvBu#6c_=^2>A(J`6TL%lC;M2$)AJqu^q?MD{Bb6RVSl}o~u7r33Pr#VTFZ=|Y
z+|3>m4U0D?Nf?fI^GPq8tO*BTYELah0I@>=4h%^gwTKQ#U}i3wh?q)QC3eeYe?sbM
zfi+PiYBt?4?qN2F8BwHobY0UpGCxhV8M)qEyRLA+(8CjHyKaI#7()@p67OxKvw;L^
zn14jtZKcPu{7w$%du~8t@{y9m<fru0+7BBM>P(iM<zR#T5A_o}sE7!YaecepqkN`G
zei(ZpJ!$VuU5S0=$;2SnN3kn;1Gm|#La%8@g?eH{#uP}F&M>wiv9}W@gXLr%S1c?i
z2j(<7?#xMnusn+k&j!x_cVF=WJ7kIl8yHjIS1Rz}6)*31|KI!g@BjX9|LaB1L+u(x
zHunh6@}uV*{LGKjd+O-RZEb2Y{XFe4rw%=>v`3TBnn2`VYf9HP-lmkkH%}u3NerZD
zxbYFfcHKzMDj*FvL8u*NBQP1Ik+iG(xjctSDM)}U=!&8afa@6`oX;%m{Xd0)SueB{
zF{oJ`j3hGLdlJEzKySvo^nP7@%*n^Jo=LL95*{Jx-o)(c-V-}}T3@z<*kmC(oV$NT
zn1zHrdnWh#%%|jMa#|D2+|AZx%bxCfc5;dX$xLia9>9Jy)Fb2B1#%7y8*%ZRjqEbu
zG0t5OTAr#@jBPtkFG}+HE8g=a#uPBFrFXtJLGr$*{o2>kWD<^JN!p;bX;VqA0PR7(
zm8NvUkY=rL1Z5n`@x)gq2-ajx%<g8n(3r~Uk&E|J{Ga|Fudim7vzZgAcoQ<vo=ZWx
zB5U)o7qp&4ilE}z<cPc}c*pyvOTdSg900iclmd^=P(gkNZ2-G6VpM+W%c~ak5{b-)
z(ugoZa?R$F6B_38YQ{*4>z&SDlzI{kq(ZaHun;{{LJ!Z}(FyNz%2fFbd)I4a=BCH0
z>Doi9m})|M{)qy~gGk&b9BCErtX!F$BAiJLZ&4uoL`V#Hpd7=!K%$LU2*aMFHs=|y
z<uH*b-Xe*eN1Q+vFtdB)U?6uY4#VwH&7H4iJ7oloIZWa(?Jm@P`79KLADvUxB=#su
z$Y~~0kR~8%1mZJg1w-QUP*5^>oHT^SRNgoa#>zY+j|SthFE7!2T~wtl{E`M9<J6S~
zBGQ92Xn`?byAYZ%4F&^Ma#anFTw}gQjxx{37Q30|U-gqxx+)o6a%cXbpQDuiO8u0I
zWGxMZBos@ihytUWsUHeIVvl~rZXkBH5#$S5#v|$2x#jlxLkpW$EHMZJ%d+3$qkiRi
z1ZJ8s8TJu)YB6(ajM{}zjgd#X5X~H$6i#kK2t4B9qU5y2vHYgFzs)NiswZHC;4ozp
z%)*ySe~9RJc3$he+!_D#KmX(EqldmC8x75T+J3QoT1346NLzc<&~j=G=aF|Bnrvz;
zwg&M|sXXdPo+Bqp6QdFqY>t9)fhEQ6%8Ms0B9psyW=DwR)K`v1-3w@=2;0+AgBC`>
zt`WTF*}KhTL7FP97y$r0AX|6z-$H&~V*BmilYy417Mk80ElIIKler-|@*r&AQmjF`
z5q308kXdMnEidQE=uoB5u#q0+VSjJMpyiQbyn7N6I;8bXZedFxhnXyl{Dfe<LT_fy
z<{&!TcY7%>e33oz!<mxl`M*%p_Az!leA~SMEvOTb=5V|gA%vrOPUz{{as$0tj!$*>
z*;hP-%y`jzYwbNVzmVu-X}M^TO#sA_7~M=fkB+rT6R3I1gFGjbDhG$gR1PiiWkPzO
zC4IlkzNrW1uht#oWv2%Kji`(P*+$f@oEMgpVyTRr#LJ*j@`c><WN;$tUE}Aa$fMYh
zV_)VvRKFs^V~&MaL4Fo3z!~B-LZ-k8FMNtoLFFjY#vYwVfgwS%tQ9u-T`3hW224nW
z+79eWjD*irH<E!T4}JmAG~fx3Z;Ai&hzxqYvYMQ_8t|k=&`EZ>v<TsF9SljUCt&zi
z)u=m@A+ajSJ(K!h|Ao4PG)v&m5NwtwkfLRWL5#J5M6MB-D`sd_8wrwVtekMlLik`a
zH=YCx-pu6Ms`S$2E)7b&hA?v~c(f@igrgRqMM%}f2%N5|DRzX6C@=_MzO6*wv6fbl
z*lR6Wh&3R?zd~;FWYZ8`ju}~)4FXXxlrHen<RQU1W-5$STsqRcdTzjMrukM`8<i&5
ziUdONWGbhr8E*xDkR}nbFzp0w3g-!FN2RABGmcnjCH>HkEVP>bV*TJjn0SK<HsuCq
zMoQ0f-%kC6QdCSnrCWX_S}tOQauT>32J;ppM`D+tC;F)j%ryTH<dxeePoiFU$~=V3
z5{ak<mEqnK_<beVH@*JX%{eCvTbqPL?bUx0M;qNtvq@2A1Qsv{+DQ(lV91D`%t%y$
zXM>lRB}isf(=>b7JU()fR9a%8<u=f`fL0P|kNsAz0K<IraKO&T8VqLHSGn3<_67U3
zU)bdp@Bh7zyyf*3k1qhg5HAZarg*x(%2FVRN+WvI)}l;m4E`9A{euv8CMVg{l1*r>
z0vI{Q>_zk5SLPtx<k|Y1j^r_#>Fyb{Ap{uY#|!aiEtSgqk+LFeLkq&d1BT{Z!AO|C
zB`sYm+jr=ik+$xd6w48H2;flHe*AkfFpGr-x;fGk84x^08E$-3@}5&j+aM8U=!zba
zW&0kT&~REuD~_CUCP}eaLb{P6?*YIdBWV;mKo!`v+5Js}Rt0@Zd*Z$BG7NV6Rxi-<
z1$lm$EcTRJcA3<#s^Ry^xGgJDE30s#1*HoqbLX7-&a1BVgti4Nr6fP~idVgT7;>|d
z_KphMZri)0B;<4nBw!vPR54qPSlX%Bk!5I^60(`_KUWS>MRF!vQt?O!v)=Fg^}dl;
zyrgDI2v_MslACy?#*_54piPQp7Su<-@v%dJVLs01An%N*-R@7fZSovN52>ay|Kg2R
z-$a{|1lSGmhV+Srbfpqe)J1q?hC10n0%Bd=d!kN}ld@tYB{}&lrOGV=NQGvPNRC43
zEF7+%<ULIGiqgrdghqI?#E=X?b1J&*Q!S_{P<}zOUFseXiajDclKV$W-x^nV6BNK9
z4I5S&ZX#f;S`u<#Fi-)r<vG|yU?@#N0h3NrB<h7V_BmqBLZb}ih6@jqL14_c%8@C(
zlyRXk8_UU^09&v$S>B??;}}EUCbt%1Ds*x2{B0!$qg4q)1>S(PYPP2E58Kf{-!uI7
z!-uTGt?bBAgCd^n4uOFLOOTw1K5V%GMz`iCH7rCVg_kxZ>Yk<~H;yE<nm<T0!L*rQ
z7Lb-0pObbpfrCT&lJ4k7mcs_)#fcM8RW7cs`k|I5`Vo8eliFwP2lW%FLz}9HP)@}H
zRdgsLX~-erh+T3i0m$wnunD{dWv$#2Tbn#P2df``oUX|Oyy!3`FS!}O&~wTYHmNxn
zZg~pR67f<6ZsiCGNt`QYq*6lhKMA4XNyvl^p|4B`Jgy-LGmJNDEUQz`d57>*v~Y10
z?<7Ckn8@*fC8hM}loiZu&bAC#U^Ar$+O_><reEIW70=cE@rox>@kTRGC@Nhuo644u
zKHJu!Ojqs#UZgc5p}^zZh_=hQR$wNm)M#P1ex@D`F4B|&HJMHK)9xahY!)G(qR0mM
zW(rM;T{-0%QL}9(Wkr~cKomikwpmoc5alzTT_DmGCea!(mA);HZHy7XBk49Td-FGB
zU=|C}MgY+g4Um%_t6*K-6P~=c4bllY8Ey>n^Q}21Q|a|gLP*(IuV)exGO{(#TI-e<
z`L%6wXWEnI^N8wpx!FitZmsKUt)-}2(NTNYyIy^p%9>?`sFoG`BI<TF<I4W18%T$%
z0-rs>p&~s2nT)7VWX@vbk!z63K;U`kt27z;wdA^euzb9LH)?AQIf_U?k^;Hz1_w`$
zC9c5+Dh=dhf?=^A%6Svb`=A_OMQ_5fq@73W^Y{F=2|o;U^{$6EmUEoQ)_@{$ffvq^
zAO1a=@q&tHF+%8lgek^B4NluJ-A;uwZg-v|Xyp-s7@$DCmk4pfSNEn#ezWl8#{6bS
zEXfWYK8qG$LuL(u;9QDDjVp;@O{6q~feiPF-5m3+b!HF|(p1L`2f|QF0OA!mDlB1{
zU~q`Z@F_dY^5rYu!zasV4132FnHi$anJTOjUSKq>Nv@Bn++d&?M5WaTDhdRqA_UL3
zk_${kh@9YQW_>g~j{?*2aFUUQzJ)w{E?_baMrr{P;0f45QHvb|sctab0H*JGZtG;T
zGUK$gAR)|n5-_MU)BM;>?oiEOY|h+S1=}nH`AXqWbxCg2#cXl1mMQ=bMKOi{se!6D
zN}!EoL9+rIR18mpY$8DwbL87lhbRM1!QvCKJc<H802s%TbV81*ff-bz>rEt@Qaa$x
zc$1W<)N@G(4=}<`$WdBLvZPU(h%5xPDUh8HNh^D~DTk`54XXO-sSnOT{VDx~XUGd)
zX(U0f>nFLJe8yTg4rDfQI84gQKx01=6#YQ>j_%j*bHT$osSs`Y62`7JYy8Pg{5Gd5
zg$_YQJAI~A5~PZA?+K^AQi<jm=~20Fd72M)n@^BWZcVs?k6f=%4`#sQ2%gpm%Y>H`
z6wBa!{}qo5rs@L!t&5ax>LRpXk>^QRy-g^<_609=ev#+*cX`X3uXqXy05HV+sOQ{r
z#dWjU3O!`WyY?cwYlTKd2Xa+lW_!5hMhKDU8X=zU_^}fnZm&mE%I=vWYCn<LR(k6Q
zCuFab-kRq7kHyIE*zdq=%7QRV7GdDQ5EvS%h7<9dIfIRQ8}Doj@{)L2ON`fy?32GO
z14&t=E{|<}S`z^fA?47#;YQv)QIfvW0SuBea_^z9%rRNz9%qt@r&8>BQUjqqLzkdH
zdR79=GSw}$%cDJNH_hZn&F7Zz8SLC!k1nTba(wdqXwl9#)p@KvxgKRDUS)MO?d}Lj
zLtrXY%hC!UbUo@Z2Y{4zx_vgmbbCwC7=)7nAd}+sVePcttS5>h(Gmro9i$s8vtn<K
zJWn_<OQ_QwFi^Ew1tA)JWfK(LRXLH3Ym{SxX(s2a$bz%F_d73l_6Xy6#ls}Jsv@B!
zc9CY#MzU;<JhC4-X{Yub!;7B#q}x}#Q<vDY(L*&y(K3Y`1nR(;OtR`-(y=|s|M0%q
zNdbNVZ2-F(@QYL+@=`t}LW1m8f;HUunADglOiT(#O_5w<0c;MehEmfMAVRo^e)5Wk
zQa2J8<K>h6viIIF{&c}-1`JqL`xxND&LVvUlbjM^Fr+TbXITjIpap{=vyg~%ittf>
z!&^yH0t^}n!M6|!Iq426zzp|r+K97jBi|C7@XLGl%~V#9TxAw!+C_at7dyZteXQX#
ziDT1nFDRz)-`u5CLAv%R)F};6&5>oXv=&%v;d93tN`(^{Fm>oTdbk<{7+p}omZ-%`
zV6ho>Vb1`73-Q9xB@L?0$FxM04j&j(jgRirbzA$1x9}2gLPqQiIVa57LqZy*wIl&f
zE&}+l@QAdd156I(i(hK5elQUIgvOrz@ag%7`jNqk`Opu{8PyMseN8_WLV}7IOs=EG
zY|Wv9POkd7O;E%TgHt~osfcOws>y@i+mARu{K{!`h_2Kcx(reH2oKF5r{&oS^|0lM
z1ezB<9s(P;qVT-PX?{v8*}sAeLeWJMR;e1;KuTG0k;Jt|VtF3FuV&{HE>gLcfD{*E
z;Ubc|f~QP<BQ<!7Jg}K<#Ua-I2sxanAYdDJev#)b&&VsD&6hg`1%OD)(kuB5l4}?G
zu&pH#Tv(f-#<T5~@D?C=2J(SqS=-c15YjSdAxJ*FMtg@ZLTYj=9`2Ig>^R5-%vA|s
zHA`|p3Ow4IOP(NvHtK?ZHk>x$D+V5K`|uRi-v7-RIEtmOcp940)9wgBzalEbjgJ)A
zPN<J{c<8H4raIaqLb6F~$}V6Ivq!N|KJB@-OJrY8+h;0bZs&x}hM4AKRSWGysvGR#
z2&Cvdm<v@wwfW3O%FgS)W?89ITL#9E$xHTyw2{<xYf3NDS`}lDvcO137FuFCX21sC
zDt*Ar334I?cy4g0yE5Dzgv~azo*R>+q^ZXeM!43@15ARF@$?GU;spDVa;%MVOfW6V
z0mdoaD}&u3?{}`=^*mvgqXbS!l#m}9qYJR&1T|UC2@TF<8E-7)w|IFa2~K_|NRSNJ
z=7`kUkqddG4c^0i_CZeZ{E9q|?9ede-FaU}i-$n%m5@9%gky-y5cM3M_{tKAP9RcA
z74s-E0}+uCkRqiDfh)r(S(cM5eD<wbj<^6LG`33|HvkwYEvsTzCN{O;iKG$Bdj_H;
zIxtL=h13*Z;)(*DD-4-Ua>bsI)4{@3Gn<d$E$!=#xc9-PX|QF(ZLXuVB1w^gowmtT
zk4(Yfn)*VEuh<SVTpxsR=b>+pMk=mYNGt(Hhv>TI?mb=qy5KG9>MNdzSO{GyQmFW4
zP!xH^Q$DwPt`gD*aN?*uyAzxSoUvK<;4~<wDHCHcL@>gaO$M2rYD_S*YHsf{E%82q
z7gcbbkkjO6|E$u;?`R-a2`!|_BfzhacA$kb4Ow0&dFn?wR6l5}e&X>{`oVwE{#N}Y
zca$u5^rLd^T=av+*+xRbRX_O0p<Dor+jsf=`t8X~(4mKe(&rybc(?wx4utcf98&VG
z=@PQw`E7an${c6~9x==UuPVev@cl`}Z8a5k5Snx7wzNb55v@HpqWu&nPnd@}v9ON{
zoV<R@I?T#`Iw9(q1>5eBw>-bgGraEk=ppL(l6v)?O<e4^nkh@U;jvCt=%?Bm7f4Ql
zyQv;zN|SG6oHag0IJ-n(9N4ZOGfg2Rxp~7vQMN5Yissvt!oP2&Sht)#b2f+SfrXS_
z+h#URF~)TPc#@4E4afXoNcP(zC;<jGX&~hsnZbW8=WD$C<Zs15vftE8rM)#3O6_fZ
z3co{VBMF1F3}SH2lkO=g5WSjgjBEj{u^HK<qUZVTD7Tz)yV)@a0AD#Uv~yBymHZ*G
zg3ZRNu2X0#NL?!&mf45X5QUE(<_#hnRyxC{6kd1P$J2<8xR8_3MB31DxV7~IsTgt9
zh7g>Vz=?B|&Tc<Td$Mt4IR)O0m7V0PB+m{HgV@6}s-?+2N2CI02+Ug^8Q?Icax$p^
zV%fLR$(wHe7<p3VAS4HyzT(*qyxbXXyhJ#<vu2eRWOv9mTE;+?TnG*KJwBNRB)VW=
zf4-8qPj?MSNCIhI0~YxPBV0>XnlLF=A)LOh#wI8_3E&i9Q}YG1@EaBy?{a=Sgk<>W
zp}0hmH<uX#*VWIV^Qj+{9$PBo2t=dzJEMHo9roUtyT9ZpHCgTZ)I1#_7AnI{xJn7*
zA6?n1I1oELR1^hH9eN%}=FH^gzNEb~_kS}7w#ZD`l6qv8a)2SV5Sf8`bWUcutDYfA
zIb31<Q3`+RqF|V5u#n-NLBNE0MRl9InK%;^eonS(L1;|9dw4So1Dj~fo-WJkD4a7=
zt-6U^eU;M@PNd-Wbi_U{>G_Tm2sD#@WU5^5I8B&|E0dW@O+CRd@f`ODyhE#Thfjfn
zM|J6+Xo=WT!lE<WBdsNw29mT|&Qucd3Tao6aB@LHQ$IO$VGOWCKg9Dp^b@Kd)jp8H
z87dC_Kp6dmin(h%$sL2LINSa0F3e^U#6BL<<P{h16*(gZrO!XUh4JSfQZX2|!RCb&
z=|LbJJ_2C)N}^qjJjtBk{8gNP?BnJ{R6RW4HXTE{1LGE|uhQI1M$6pv+2oNsWdcBc
zs-Wo!A;ysz<F}UkFfJlF3%S5RDp7z5iv3xJvnU>cFLEN0_v3VdM!K~x*uL}AT3dO3
zRLdi-T0WwF)N>j_Zi1v0ddQN;$nx6OxIk~{O7*3Q%`TC~XsrPuW+Ln~##)dpFb-gk
zK2E?W;!eZS2GddkIGT^gv|<xDHKeIMGnq<&Cd*f9#00gRd<ja76JY?f?t;PmVqhnF
zj?73dTMXBc*_TW25hwfnFJnOVQ!K=<@NL=l;;AUvr=@7VS5M~1^9Zj^ucA%g%U(~h
zG&7~hdq(#W6LQMc&8$@dM#Ox(BS*j=GG<yto-Ue5b2w2Z?8lKJioDZBkDY~)4;^*F
z!R_qZyl|H`lF;ze<BdcpL!%iva9R?a>5wd&DJ~q&(w;~j#jdBZmTZFL<J_#%)0q7u
zOaJ;8$~^LWRg0j~F5XWizh3hrhBS~w&0}Pf`B`F`RnEg+<@zF)e~#yx-@BP(t?=O#
zzBFl8kPsELdJ!Hn5SSf@>dcf@k#fX7;~DvN&pbXA-c-2zh>%}ui9(dgaq`E~i)wt5
zns1^ltGP)O6FlDR>=eb3y(Vui?cveS)OjKj+O<Ma!Lp2$((svdmq~LB<lhc8URL`?
zkW=@RA7B|lBE_i=*{1>d?b%q!Rbbw&lHZ{6m2t4tk2BHwPw}*C@jJ`Gy(g4Le&(Pw
zrE0C9M9nh4#|VbNNP=90p<i`Lr=^ir_OzG6=Y4ML&0P|Qw17kxggMu>wel+|ub=B~
z#lU9jOUMm}S@H;h5`-CmU60Kr!mv<HF_J^Ym%Hu(Z-&f10>g8n1}|?A^A)crz><b!
zup6Mbf;rKpX=g`^FoK~4etR=<(hr@p0EY1MyI{sc=I_&w!kM+-V<Bw89FULn6M27@
ziW#_`lm1K|5)n;SKa%B16ZB<Ch~;of70IdGIZ^N;7HN$(Qh+JOg2~OS(4#!@zz9<e
zrnROvkG^^<hKVpQ9rJLK4Z3BL-I*ZGNqcPK9vRPbBuJ&n(VOLrRBXaG5<)qDQPqcK
ztMdAw_JKzouI#q9Z^P?eeoiaDN)iBVA&$iU$_AQjK9VJ~xZ+ee*S3~E$%}!CvJG(h
zwz{*B1><XM+-3phctn2X*OtN;X~7()IbFb`8_1FBa4#vISEvcFEhu_mnf==?6w+Wg
z+FAq<jj<URv-E5k-zmLYHum9P$w139YFBGHs3i66ezX?>^aS$!CQ?b$pv?9?##7Ff
zqEa;;X)ik+VMol0f|wb3BIZZzHBzqiMlCLl2sQ|boEO)2>73p_)kP22@hG%%%VV~)
zR%<CrUo`<R(K)smZqhKjDmX!fQwvr5ui%^o-i<W}Gg}6miaJOhnH9zCy=7EfOWQUG
z1QJ4UPlCI<ySux)ySoH}yE}AncSvvu?hxENxNGA&eV*r;@8tdF<ePcd$Xc^j__Mn=
zyK0x*b=BQ<T~)Vt-Wt>F8f;E9ji4j~&ye~IYOo8n3rL6giA{Q^H3xyHldz84!;Y-M
zV7KXT5?eKhi}IbfT_Cb(eSr43=uvCGZkst8`PCt^3I%HZ<&gT|gqj|2=z;KCdA_xX
zAk(_7uz~8_VE#{^->Wl4($yrhajui}VF#P*$8BgoLZ)vDQiyVJ!zU2w!@TE{HnW7@
z;W8Mp*pEjh3`iAf>YH;D9O{zrn&>Yzol8R~gOHB!MrhMBpQ2THx0hgK(5+ftrzywT
z^kI=j&=!=`aWu%ZKrFt(+pWL=BGW~;SKtj4IarFE5pWt?mB9&WN@$vc%8SyFd-=W<
z`q9hw;$!CRP~^vGMhb8+JjCg{#t&Z19;qvf)MOB1W@|7Qf_#*KL-k<x2Ol`9Gpc44
zMjkl9nKT)UHuJ0b>IGDSEkasMGP4m-$U@H}>pS(h9Ozwsb^gM@!RgSEEoUk{N#rMy
zl>OI|lg{<uNNxy=OXS{2mntn0_OV2}eAWz+KT*!5ov?vhjLIvS*~#zVT8ANonOaYj
z1w<xEjw>ET9wsxDuF;f6CRGZ>i3E*UX6Ok`>Moztu)}$*ZIx4T@-~z9R3L`**fpIn
z_HX9rFh>K|KonbMpuVqev}f8>5Nbcg78GuchJF~;Ilepk(E}l-$ZPdsD-?1IG+Pt|
zMl~hpwvAFIU`E!-QhE_C?vWajI=q@LQo#IF<kZy1#6xkz6Hq7NE6GL0oEE?g_uAGV
zx~^ytZ+#&e-n@^snMm4)AB97#vY)kB7SyD)@gXQROiMD%9>C~p`m)X3rMg~Pm&Lvz
zin1-k)augUtIaxr<~3rgr7!i7ze(0*L9R4}XgNIqfjd|#NW8oju3G?sa8cF#TkJG-
zO%SlkVu-|(XsGI7Iipc3(C9sqq*{jRee+NkmLW|3x5VD#BF$|TMY{`30siJ8t>TR%
zL_gxh_3-VY{r&}kck>XR)`Q>Klnjo}5|D>q+oB?Tbd)oIK`yR}zjur-XhljXv<8XK
zB)^EucU!?J^h3(E><dQli+F#!WaO}g{-Q-!kAj_Y(Jdqm3&|ZCXU(XWE5;*$$BmAP
zy&DFcO3M^yk?VRhQ^W*I%zsw&SOkkvWbbV7&hlQSj>f8FfxhOTk{w2;gm6r2R9=y^
zFGBJ5O<Iz0T!GeuaIE#q7KPkrLh*r({V@`TxCFu6AD+|VRM5@>Tu$n)x@hELX3VHG
zBl7@toY%e;vWnuhYMPlB=Ewmdnb#D+GFjmp>wF3b-eZU^n$2TQb$Iz4o`Csd8Qo9p
z+P;HP%6<spbe1!-^8pNQeJfm0Ki{_9C8vk_S>({u^yxw-LXvjo0fc8U$riRY-1kCF
z_m#Z{BsDC)spz03Z3NSvcZ}@H^2;ii+{vmY9fYYVqHW2P$2guvjjEa2n|U5EsL7TR
zLoR)tTck5PsJ^ktZE;CBfhsMvyNCUus)E+vbc;^-=6Il42-P!O!Xfbe<5me-ka(#L
zdX&6Zu_GI4L+=#Bl*JUNgmIO18<d;xVM9|nd8jF;6jL<?=SzJm9dIapyij^xbL_b=
zw>FKh2d(L}g6;sKwo<b6Qw&0zXT#Ktvv~FC$XeW$MboHrm74rhxS)_CVe>rdr|%N`
zzM7Vyz^B{J5rGEw5oPaquew}1xY2mYDPo~QtF0pzdFvD2%j6iWcm)HgC=pk9-)gR`
zWT$ssTQ<%n{b7(|K(uN8;&^qAEY%b;|3gyS-M+HBN&4b-w)T=rdRA&W(?hD!Yt=_<
zGOI~gxwbKvplIXpAwm*Ey@0VZS-F(@f#5BIw-bZ>Z1D|^*p9ZLG(sTrVH1EE1>wU^
zr9mEGuxPk8Xo`sKCMPqclC2YR=rsHy#k`Z@`_|W10&)YD$RAxfBJS++02+o7=AWZy
zv-yO1C!bY~RaaLZrJh0L+sb+ceET`vh&(k<0hh=AFAxuE*3Ms`1~)2NN;10Qge3;o
zg+f!g>#|&-hiGTEbf;wbdZ(Wu#1t^rps)8jK26h=Sy4)-3lE+W@_Q($eP;$%o~2YJ
zi_}lBN|>09rfhG1Og=TqKqEm5c`Y%!mq$cLU>PASQS}BjahYFx$3&Tg2T#II5k~2X
ztYlFlk#AjIVtxf?-F8Fi%96~|D=<0@&61;Y=`u(Y=wxe#ZcW?r;napKr<@NB{=ylE
zbB+fg&gu*M6H^tRFHqgEfo{pwIit_Km(4jN=&LHK4}*V7L-*lW<bA+3_kAtS&gmg}
zWzJXWKJV-223CJ%eo5qdNd-n{F0`O;PPZGfB`GTrYTlAGip0h9yoX=qrr9sKFv_OQ
z4#Tk-dd!ykLb)#j+VUC|YF1%}hh#RA<B&KhU+t$mLOR5H9u+^i-KZ~BhV5Qk`%IOu
z8Mmz*1iWVSM(rOhHCx(6GONNrq^rfj7;Zvofk>m9qE&T&_gH52t~HCz34EwU9nV^I
zNe+K)nOwagWXOT_M6b-+smTC?IC>H8F3WTsv4~Uko~;qb_4x+?H^FK3M}NF$zlY92
zfkV=5PNZWc8BygR%g<ceWvsh#D>nv<P(!5&3Dv%_OPk;38}z#m(*xX>%zDGplq>ZQ
zuMwQTHmSVdyh?a3I+mdqd<e#wrL>Ek+(7>pJzmRpJT4Q8LoDrO5mc$b_!;1dy0gJ4
zXCNby62H=qoj~|DP5X65(He<9Av3LXN>6cE3nNNY3LlIxGj7r*bq~vCCF{#MpiHj#
zYVz9-H@0^!C|{-XVX!r)+}qw?ZjcP;;~R!S^!&;d*|iI^@~yqqT~EiBCfw6WKU*9q
zld^6#CVIQzZ>UmwXPoR6Z8IYhu^Z%*H!uF7LI`bj=BjRRf#E8FY*~X?mX6}^s~X>%
zf>T2wHO~!Llj?vvZ{V}+oM_vYGs8JQX?hcNc7r$fHW!Fa<e{0}i<RW(eF}#KHeMG;
z?go4~5c<%62Jo7Bv!%`$Qr<+TjwU(CxR@Y8C)q~(h9Imn_~*`Ep26oJ%z!VV3bWeN
zH&Q1AS*pO^aFm)T${pCx+d*pMyRscrcj4@#pNGx3B<tRj%^HiLU50}6U(Da<5Zk(~
zl0%TC9X=6z6kyl{q_%KqSx`hbR9VqmVw8PhNmrL>-MA!CC^um`d|pn0ah8r!E8i;j
z%R7?FxXlNM+-F`YQ|ZYA6QOI#xS0j9$+R-$5jKV|w3z_>71Kqm+yq)gQQ{<_yD8)e
zJq}#2OBjlI7`t|Cu&VQEd2Bg9AbWu0iBe*EUXmm*@78A`VyP~<5c<$X9c*O`@2;o~
z4ZmsU{MImA6Q!+0B9YH~%}ol>$QZu23N{+`Wd*{?iggR;M$C`e;N*VTIT8^M=**e?
zT)X4Wb&PjUcgH`3ht~r=5Ao{l*HIVd^>(@t@ei=}Q6n+b`pGU|Kh^;3;l$e>&h7iU
zlJtQzDhQtP0iqDJvpJJfhe~Zb1x<O#m<yaSl9Xt2(%tAeMl79cS1hmKi(<w>i%yw(
z=%R9DlzHW;^W{Z~D{D#1I6r5lg@qOSQL@p~vf}M5H<2GOsFXo%So+@>cxV#X`qQ>`
zZv{6(usZ5gzsE687;@rIlaE0%`HWARO*hTTm~Jk!U=IJ#rWtjRm+N4it~$UzA}_g%
z*3-MZD7Nz)0U4`iR;Q;FJdnZ#V4ol{f|3oN8J}-=9)SkNIO-CSPdU6DD-hB}Z3JkE
zkTfVbxq(2TbcKf+c2jx+^Yt3ZGgWD>>qb<5bor?<#Lux5v^iMzP}()g`dt0QcdDa`
z1|Hm0!IUHhNUsaVnEM|DH;+-*w+9vBX~iJ%Tu7Cx5)1i8&&@8JOHLw!bar8DzA(Kn
z*s3Lci{x3rzk;~~o$}Dd+}x#AK*7|j{lFMAfuv1cU;hYMzUY!L1CC-16_>6k*Cf|3
z-BcjGA#=}~g#`es{SK(-38H}c!C#5+L~q6yu_V2rJ1nZD=ypoC_DrbAZ#?BDl3AW0
zRvyJBI#v1Ui>e95Q>w`ag*H(VCji=M4IA&@0#@tIJgq3HRFv|ZEs0K--Oh2Q9x>Z4
zkr&d86lw=?bJbj3O=2iU{qr|jg_uC`@ATlWReR^D;-B)Zf)pT&KN{OuU0BD&&1vw>
z&PmNfx(-*Xe6!jMN_7*pHlNe$^bh33-QNqX1E3&69yXW^e~a^n(_?IarmD9D`gXrK
z1?m->nm@C`vs{%Cs3yL~hLnkJRLK@#O0pG0*SORC2xGRHgS$_W=+SxoW|fS{y=Uo0
zn?l^y5hQc_Sue)N7h6k*z2&6yJ0;d?R6?Y737PS!!Ii*<aaU46`bL^7_=qTbB4)bu
zrwX$oCyKH$S!2e%v1D+ppQ*ZZuABSzkW`LpCqLWWM!HjX5bXr_7k0sqwRiAL39At{
zdkQ-7%FzRSSQDX^xZgtxHN*@+S8y-$QCmZ!(rHJSFF3XV+dI*%?$;G?gC@+u%p)~{
zcM8mXHfGcf88n5WPNenvyv=Wq2I(yTBh^MBQZ!;zg`x-=rPBIVoA>#;?YL|g7^5}G
zELN1S&ECs90UWlei60wqunnou-^RU*@t{fI=h_2&uvAF*abW5L$0c0umG!I1J~tYg
zHyEnMvm0a5yUT_0Q_oMvKD|Bf1?_>9b7dt!enp!U6mp4sU9DFS7M@D)7xW2iiFi(s
zVtetWke+a)I%ef}9!>Al_aAD^K3<`mR{9lfYlg61EM{`J7S=8kkw%e=W^}|~WZ@DY
zWN+UYwl<04d3>LHJ>qeR**x`1T)c2atJQZ<)Y`2jtOlujH{f_~>1sU@*<ty-;IfJh
zpEtdB<zQDa_;tY{;b+OKo6@G>Curxv?=m{l4Y}OSP$|%Nb1dpTJ=az8rc~?v5$y~{
z{AJHcPs?35>%f2j@aYbPF8QUSd5{CKoK#U3)fW=<5kfgP?fbqtbAue8OD$<Z{3FY%
zYrGyak#ngCq8L77BLN3&4L$Y`Zp~6eW~Ae!>G~xT&DkD&CO;#36D)IY7`N{!#}<T{
z^8i%j+0jmG-pkc58gQKH2K<ff_uotB+5OA5RL6m~JEHV2aBCm+pLO;8<9D-+*JlhD
zr6(?vzwbv9gLJ1o>@~eaRNi|#p)nOMr``L**w${7!R~uT1dUNvHhBl`-m9kIG$WQ*
ze`?$IB<du+7S2MOEuiZ%da)Jv!BXmFtG<I{V@86og`&q)k8A4KJ);c|NnxdoXoU!S
zu5SFPJq@*QAvN|hv|;p8HbP*EC4%ZYA5FjSIkKOhMH|Lxz%s;}*ss_f2=%E2YcU6M
zZ4KC+>9;DZ)Tv`W)FyV!FR?^B!;|$X-^7p5rwX5nC^tX#+4%}YBG@U64b3mv@ih{8
z*_w)7btOg-!?%*Bn8bo0f&0^wN})`&u5JNR0THV7j(pI>DKjwnlXd4+)%T(SyuzEt
z(QysE(n&AM!B^&Rm2fs%eMTm;pfmo*YtEg7L=lKM#sJrt>ZR5XOQ8@<gbb+arP4p`
z-+TEt!oLRk$-bp0TD0_Md?nd_c*MLPfUa67`g%XKdFO4sN>;t1N&pRiIK>*${86t;
zpPIG24DWpzq}bZN5Xv2rSF;x&*Ky1^yJO(Stxb~h?kl7g1{=?#U<oAid)N>nNHQSi
z5NjSE_$W86EOGZ1D>7}9`ymxM%$<W~%daY#72nwS8?V_Vo~ee)b@VU6OVDe#Z8u;E
z1rEP;Bd+!cl(MXyQ5GG=br0jNymfWGN=wd)Onj2qr{bGe2ajbp%&|w<Z{%Wfx;!pa
zoqfZKtDK!b`COc9q_JQ)tnvnImCJEQ6wW{jyng?~P&GA_40=dgldq(A7yI6}%O?!_
zlgqd#!q>NyL7y(i;N?{Id}A+;b*rzD#y^gOGA%K?Ew35I{ls>f%(@|eCWnB)xa-!v
z`Sd9@Hb>a+@Mh?udG2B~tE$t7Kf4ZRLBq;awO^UD8Bi8eAZ%}xWq5Hx8H6_beapSX
z!|0kGt-n};u19>pptmG~Pukv@@vR}lN=pjD&1u#1cDc2F8>bFS<`qUGOA6N5xaG9y
zv3gJR_6;YOjsZ=aPGr4&_inEz%?l!i>wKo9obsr#IGW>%OJJtY6)qHc)caOGG;v21
zr(xCng-m~zSF#kg`1h$dus=C6MX_g18q96WKaZ(%G`Apr($Oscu3oV^?s>BDF3rAO
z2Y>CJRuQ3QdMCPs9I2iDBbh!gpC{^O?5JNrP+p~M?)&&&;xU}3-mQvZR_igxGRKhf
z;ho*twbe)5BK_U%Q?~ZKC%_Bn@MU_koqy&MYVXGPi8iO5!)<}ae%i0Y_dFxG5oG#|
zU$`ShtY7_QEbCQHBeGl^V0MUhyxim9N%TXkrLG_8HD=dwk7Rb7am4n01Z=EzXZDP5
zVl9y)2zsb7nC~EO$arim<Ym2wj=rESJ5%f_x0G{TxSn;q!;#}yTz__^;brV$DXVI`
z#cy@yYIgqk0&8Bcvi-I|ZWaAnbx8e5WLbGCU^q;%p1zx-$dyw$F<@=JulDS2Kz-D2
z?83RTqrK%hZi^g#eks%sAYYP=<jDqVE)@szxqq*Y=ZvNCxqY1LJE}ENrq@S=j?xyN
z-MVy&<QySPm-c!ghOPFqXT;w^?`h-Q@j+XoX6V@8`0&7Y_W;&aHN{(OQhk*eclFy|
z+iHGP790z9_2qd?`o26g{nOjQKK1U*ZT1FV4(sY+<?1-$?##NRC>Sf=XK&BS87|){
zo!z-RXq``=vvxrv+x!uFR=?Ww2k3sTb2;m!UBtg<|7pDX?6GbF=ytyfAjPahRt|k?
zNyE-rnb>BYLbAL&3bOR!@(r>bA9`wtdzdit;PYSNZ{vr$+q(nHUj1U$ua}!wcsFAo
z@xZ6mt}eaI^t>gzE}qteX$AmWUaSeunH>G7y5w>&p&sD;#vOr{AWwwnqcIo7PP-it
zIo@u=a#K#l)3~~Nr!t{`yB`_e4ZlQR!(%Y?6TwiT;mw;N(6aR{Fu<{*oz#SnXUBhi
zv%$^#1txPK!SecB(be1!9}kF3{N0AYETq+mJAPMw-I-HWmGo<qZuWDYKt_Q7bRXSI
zCNqPxZ}~Uzx<@k|^-ds*hpwON`jG2VEPwOATMZxbnwv)77LV7;uTAa*ZMv@9OBPg@
zqQ86fmwnzv=eW1r0l7ea^ZM)Qr&p6~V-mK{Gh?xFFTH~|j(m*I%KE<eTeID<2CW&s
z=R>g`{82i(@=p^Fhcfbr*1(tB%(j(`u^uBomSQwN;266uknY9T!uoFRbY`@zGh0WQ
z-_`l*f;gqxjQ0*@1ph;`D{uJmlj}}se<#oS!QsH$=9XKgCGmIFbQfDc9_jfzT`%(*
zPb++X^c^>7chd8<vEDX@#`5@$Emhs`GM!1h^?jZ|u#JBqdtDa2%dUQ!ZSOsXq*6`q
z<)^(X&kh1|IfJ)F`8VydPCn@R2M-8U=(ZmvzCgb&D?A+2$9cx+x*F1lw_JVtjNMeW
zeZPf|J`O}XNS@jp0-{~#X}wMfFg19u@%mX1-o^g78g${F`4pYQzj`S*|H70T`<&wp
zJbf0V)GHb3Vyc0sdG+_@4A3tC_SO%1PQ9Mqc<F6Fer~<PPaW~Ur0ML;^v}Bk^e^<c
z{+AU0P7h2Ec;>S2*t^o5;MNV*2YKcI?@eccoK<~a|KVwWnpg8!?T_LUZPTV(`8Tak
zH|{UBM2lUi|1S1_N)NvL1oR2$U#@s0GhcAG>i8Z7`K#$fx`Au<_alGRGbP}~<n=w3
zyEh0hI@;gy4{zkp2x!}W$`{r+`@63HwdQ}m{ZFRwr$PQS$o~uve{AB9P5iNm{~t{u
zXY&kaFR#i>p7`KQ?M$3qoJ<XE|N3NaWCh2>#!A3I@Yg3+CPsFqzi%`A=Qa-y0lkc=
zow<tz0TUY|_@)v8y^5!UDFMBPypffuu?qpcva6BHzwSud8k&Rup>AmcewvMqfL_AX
z(%iy@fQ5sAUeeCR)XBl##?ZwS&c(?U{Ft!4jlGkygQ2l00VCVLGgg*0bhaj7VrTmI
zS0PImX9ZIyVS8H#dplD*7XolTVwN`GjKJ5wauP8$wl^__<Ku(-Ppv#4j~6VJNmP-8
z*By<6P!!`(kQYr7MMYL#UXVcHe8T<FRM_cdRwUiyNFuV+$?QO$W}Thc@?ct~n!&CY
z-dFg%t+Hw7Y}c_LA50L{PL_oS>XX=?sSo7MuNQG>at;YX)gV4=g3r&EpOKc9uKxJo
zLu9Sf;T8lA98wGpgVg|w<8(+sNKa2+T~X22{EeQh&fDMq)_mMb6N)K{h)O`>nbUpl
z;NT#Y`Jt?~T3n-9Q(Jp8%|F~xK|?CZ<m$74RG5+=_?Zad`T6<I^u?W>on`L_x46~L
zrxa>Bb~d)H9uy5N<U&?~7zGdZU=mtEhoE|#_QuA>`g+jnsGGZcC%&QHZpgReV_Q4U
z0VM(}4N{4nPbUKLPH-@UB%$W8N+%-Xr>Cd*I5;?XczC$DPYm5{<8SSmAm6-0cA{n|
zmDbITo7%eG7oAlaeC;@kI`Js%kaY{==j7z%<>lq(=H}=3yh#Aco4@1a<3oIh93i2;
zRdRwYX{ghHE*H=K)};ZP4*UmhfvT#i>T3Uc0Z;^%XB-3#WIU0R3&m?|!I*=07_(LZ
zfym>oEeyTSpiw(}dw<WmySh|6JG+{}SL#zjF)2hCtWESYdJ$5n9E8?a!6KYtm{yV>
z`Up@7S65e`xaxss*AK)gz@5yn0Es{q^xzm}#Sc1bGoQTXGA}p{#4tpM6h#YLF_Jst
zS}X#Dc%aa77hZ1J-vLfvg~kSACKb{rUuBmrv-Q<D4I>W<#04aL?s%_E8k#>u2>-nS
z-GBV3I_HifOu&a<OMzKvFzRtIff1FkVGEm3D=vZ9)zs8PsgRqc$%}$BFWABx`jih=
zf`TZBhhp4Cq)2&efe{xa2+9&md=?{4PPfznBd^4yweZ&43}*Wqsff0;x3{-)bP?OL
zm!FM$f#4PcLLS4XlEfGs0ysh;0$Ey=_#|6y<RxrIRPxe7p|eSQ<Ot+dY()q$xVX`B
zt2jgn3b+6h59ZXPFc%ibX+)3!tegOgMCWvX$(dTQxt^;)8E)X@{+>`AAO<eRPMPbX
z8OCw)^GE2gbjf(kf}JX%0|Mk)<|M9VL#?0~BG(_4suqLR6Ev5YBp-w5f<OIG7|uAM
zZz>I$dLT{Aax>YkDknXrBw+OpaKZFi;)H!_E{hBM2<`fD6^K7H2;_U6_m!K#Xs$0M
z5b)(vNbU1-q}s4mjo9+Y6o_C@0CiTe;3VRJC!$~xf#`d^3<(u<Zs&)(e1KpuYAw>#
zVhAKkz3Wf6?*fhLbK|o6cPQOckozyBg^SSyPj<u%NL7-}uEJ?Rw{jK!^IU;Ck$VC$
zWXu+ZbLy`L!JM>v<YH@gS^`V98imQ7le3*E<{R_RS3syIm@(CXJLl*6SE!<O;wuz2
zy}i{DE82J}>z$$!E%yXUwtgRUy4j?kE@_^Rf}7VE`zaOzXUqnOj+nfomDIG!5;U{F
z^=EP4wZ1LA4zt+K3eVcse7pmJOo<u_G2$B9YDQ2yC-j+w-U+1|p}38b(<Iz+dNRtK
z)Cl>W8D4De9MpVfn6Jki$9k_}Vh|sYnib#=q4gjm{!a+}7pne+z>JI>tp5XmSvmf5
z_g4UB<@`4={$B!MCZ@j;n2~|yzX`!C|2H5w`;CWMU&cUno{_qWi*4l1f$og8@vOCQ
z^C3p^71dnhsn>CNUe(o-8nj?RzEUy~0Z}^~6cH?3P+S~xLL8oi1R-w#I_ipk8UwuZ
zuzLr1c}Wg0C-i1C{bGC+yh;H2dUwozI`I)wJ+|v)wN-ZvFp$L#)%moOJ0l$MAl@Zh
z`mj5=IVoHk3V9RzDOBlZB7Pt@R0-+T2|grJ;R%2^Rv4)e@AV2l6rR*7zxcD$!c3jL
ziO!HLnzH@_p+BHAST`LgTuNO`>QLlF{juuK>G0Ic9{J^K%E{X{y7{C_g@cSzSV-bS
z_n90%3PB<Cjb&O>!V>l+RS$~jYxtmwC(?A)fh%B%&}A5(qqbCABZ~>~kt+HY?5J$H
z1(01XnBtOO%?7DXD;51_PAOGJguw>lM?O4qyOoZVFz6+=C(+y%6`o5+(M{8B_6I)x
zMXospZxyirvd&BW3=577oFRHXb|V)X)-m6CqQ|lD#OChDh;>R|^{1cukr_9Aj}ZsC
zELO1ZTGsQHiv00XEQ0o;(Ui2WkCz+jPoln8?mofnCkwJ;Y{T&+iFran+2Z|p(kCl?
zPdMD119Lr)b&!ZyQLAr9h0uWVEeWJ>kdl6u7<=QlLP+R!GTG~f--vq#$N+$Z)n*yr
zxRqh~q^Qi#Y?!ZBjhy7pxGHaa%4NM{J-%=FesM$0rqAXTDR30;yNSGs?=N8G)lGh0
zQI2@v?2U<3Xa^vC<=>jA^}G!tfs}?;pg7#lyRSA@=0aQ{!9#kn=*en;6W&jgIaB!H
zJbhhtQMuddzjii;S{RC}08AA6ns%6h(Ss*dDb}C8|9<;QiEGL9C?%ltC<$3L{BXd2
zbs3ctQbo{pvm~1IW@51Iy1eozLYU75PfD1tz_9Xc?UV`n11BBrMAdWgQym!wU^48I
z9dqtVUs+>%5=YIf>>zWXKh-TWiE6^GfzL))aq#1n!iNh&1pVN{cUFtGa5B&HD>i3e
z)|GkclreTo{VQPS#Q~)4^EaMK3#3b?iI1a!SqBV{EP>+tM~n3@KY!A*va<S2e>3<F
zrHo0}^fR!#Tc~msJjsvHwT`lM%77m#RvQKmq@<)!SGOstS&*nzXsp|3^L8wfojJ&K
zMr&?g6%qNOZpU{5C%k}9wm;JNt7=X<-lt2L&f>#%2hIBrPL$eER9NaHt1~k?ssm<W
zUfL;c_|44L_*mN?wi@u1r|~lr8##yto`lXQDoaW@t{05`cMngGzX93YI8`WbR-9uk
zALe!4vunX;B;DkAY=jrxnG!)TV_s6jB;|M=l-3Cmf2SX*hTD91xFvKyobX5~X-XwW
z;%n2%mi=t`ie2?+@lYM@I^BO!@7>nSs|<^z&E=l@x`nsy*pp;>aibQ!z}@WycEc++
zk0d3KFcPmx77Xonmh(6yo|+AGqMn+X+vN{&>#^{Gcw+Gn)-j4nd@R(`GF-*va@6Yn
z>3N0%-Z-^<CJ#Nmd8_U+%Wew+V<B^KJp*z*?8G~)a-oSyabH}95=e^(exMHR1d;lK
zqVRaNtR;B9+5<ZZ3VJoPY4TjeT{q+3@YPwQE__)s-rR^EDp82`y<sQqEIU8vTy#SC
zX0PJ?uFP<Aw(zcAiTcd>ZAfO^mxj{P{iFH`w%~}2+p`{|2W~033-{wCRa?<1_f^+a
z%X1BpeerTQ=-0PD>*{zp`Ncm6-AmvdUCTb4@Sv=I59P<O=zp=IwtY;at=WZ_6#>US
zP-PfY(L{JFReDzWZ7t!fhA4*ngoCZt>hSyY;^JZ`u3MUAB(vElLnZ%?LPWqczF0%}
zN%eyj^#uU!K2zgR5_Xl-Hq&wdmkg@%Za=xKPGD{&WOVH#-6K)ya<5905IHrlZtMB#
zkVOR?O3GVpN3D8Q?~pC2sGuNCNEEzF#V)I-)+w!09>AxCwsF3dD8E)eu(D0QqcB`6
zN@TcFG*yi%wVfX?fCDX&@#<;CzS^$M+bdIIPQ$a<Fx;MQ`FT9zSUr~8MBV3B+%XN!
zAx^xEKGxo&sfK_%OZ>qmS4-M*yR5v52_`DTqX&U~0kk>4?E7%-da|NfsXrypcUPdQ
z${4B?!~?}}%)h45VNM^JhQiMTvyQan6QSV>q{7wSuRSLvM_|w_L|J;VU1EDw<6Bms
zQFmR;qx{}-zj5QKW_y>3CzRy(e7B2Aq6V$M8x;lbpWZOs>G$MS9->yIW2s8@RRPX}
z%Rinb?(7t3Gg5A2u+9YYI{f&-u2%(Vqvc$?vc*1Q9CgXpsijtn1_Gd;6iIxr7frhG
z<^wo#lubB2em%?^$O7ad1eg?Tp(OC|)RGKRp=p14eh8?wqM0pMr*AZqbU&DR`=gz)
zQzD!;iHItdXqfSw6i~&gzG7|R>D`RKmd~s-EdQi}<w|ra)EZ>7p1H*Y4hr=47^RV>
zJG3dV#o@L(2)WSU=bHCvvO+D<5uphTt+AJ}@#cH;EW@RU_Sb}86(aD&e+Jl7Tx3xX
z;MEb%d?CW)_Gz)4w-e8^ypEQqAB^vWQp`Gi$gi)rI4oYV!cmmXR6tvN1^-+aRvG3P
zBb1D)l{60E2colS89@vS8vA3>>6EBa<1MO?kduD|jU+7y?bp9s4w9p>u$agWqkHpI
zr|dQtBC)JW?^=rL>i^7Sx*D@o5%GFd>!|P6AQP8~tU{o@sp{>Tl6yM7x~+%9EmZ@B
zt%U{0)8(}6_k1$G=i5!h#rmP^pP!M+T&3<KsH<uy`^p!DD8&gOb2}$S+%B45Hq9jw
zynO)`=EZ6jUx|49P}HL;2Op^2B|_1|^^yfT9fnG_#CJ`28HnpaSdu1~9%9Y<^Lwq9
z4~vYxAGMOEdckN(1Zgaq<<R|hc6PStkwd1UtgMa+51YrM#+Q^aXsT$(cPb-EmeL6i
zgLZPNTBPU!9zOUI!?FD<nKRw8-Yf@wd$*VjRp#XI@a4z;;t(l;vN3}}#TLtHGHQpi
zeKc~p8IJQq$L^rFR<;Rt^HsWnf&sp&j6q6#`KYg)m8e-{ayUr@>*-BR>u)-M(=&l3
zQgd$u647rb%59GBY(u^Zs@5+~!b;S72}!6<TX-5Z0#E?<!ZAuFX$yUl3mPb^Ev}%U
zOxci3`;Nti9k5%ooP=6!1Y1bK1;eA!v0z)K0I8VPUrISC&{y<O=qg)MHA5s3tpKSo
zte0MhiNaC|iWHz~B`R)N`~JEogqplsC`Rc6E|W<ZWzbA-4-!8QIr+fb(0-n~yE}0l
z#~`iDg3jlAYhyoJ(h!A+BFQgMnxtyZR9eXO`EON~7w}V#7rD3Q^Qil6);aR8K7_07
zzT)%EL&qFB=RT}yQl>tatUrAM0^qvb()dn3EN?L4Q1qSMmgL7I4Av5P-JIACCrtE0
zzIvTD=lOU(P_KWb$pd~5ZS5!7R7UNYI4_#YCM-*o(McOQ2^tK2TUsUP5PXeK63}(?
zqEh?@$8rzK38P2>t5=)O_5S1KZ&j`ioVAXaf?gFixDVjEr$I@|_QtJ=UEB4sa7Ref
zx2sf&Pa)b?f!nK^&T=|hYP(4QaW2QBr<5Yl&(4sJN+tf*cSo@NHYmHb@PXNWaX3bv
zVwUeoOZ8xLQ5dcEj-HWbTn0I;($=Q5!rl(v*`bpm7u}oWE#60?tAklJiv}rq8JUJM
zhx3g-wZfT8Y$3`e91Mnpe!7!6%1|2!4^k{K8zB;#8WCR6AJk8lCQLg-e8=Y^!dSlX
zqZ?5=?^v8-gkxhzsNkl#I~GG8s3Jk<Pn(((oYU)y37Bk#l+IXWNpth_0H<L}HHU<K
zHa0@4DwX@IdHvKrRVZF`vnne&YOWB4dw_F2DU&LcP02@yD-0GZmmls>X@CliSco50
z<8HYYO<_wnx>B4meuJq3`Ex<nu>8TSF|UDEN=MT@K}sKd!4Rp6o<2pM?V_Zsn+?|c
zYeSfs+C5#2(3f-C?qLg+UK0IKFa!+_Q?_w1rl>W7aQULuu~aiZ)O<I_P|Z%YWvch@
zO2c0k%7jFER=riQGOj5gavM&f9QUrZS!8OgkQ(Ug<E$VLQLt)ES?b!!ep(yz`NFDL
zCX3>)AK=#ePIw;UT(|~nf-4IJu-F}{ltn?`b|!=&QFKZBZDk`-G97ZZ%#xI)w^Yik
zo*dkp6Ld4Ac{uB~9amX7ZgVUs^Ou1Wh#}kOSV2X1D9^-j#`;n`5pf<WixctJY(5l)
zxzA4znSoNWBHBTZ%A3QNwO_x^4GX`I^qnRu3I~r?Ij#?80{h*z$wE1?0{f3BnX2=*
z{LxZtI&BXV!@lxbj{f+Lk3OD~YjqW63Yx2#<6#rMHF+~)k5y2O`kj7!cO*SCrOLBP
z39olGH8tg|kUhbL6a%4-Q!aQ+qFi2KkIb^Mp;_)GvT{4RVv)OJG{`Z$J&G2+Ey|Y=
z75wB#c|Tn`WE%9@fv=lz;=Ni@H!Z%)TXO2aQ`Wx@UvGW7UY4~!o0kTUNiNdTu_l#`
z=zKUU<@crV$0S@*Y@v_DC1LHA*%czlCSvEkf<qb+!tE)8zVUqI6h7~}qm{~G6nd7c
zJD;t919^Ew)RlW_jK)VJR`$lQh5Wnody@z4konw=;AlrF#CAr&+l>t!+1u*m<k*s`
zlk}W`;x@M*Iim(7d>Zeo;*_oQEA|}nlkO|o5~&mb-Y1;Yh@$s3hCMTn31lqLwX*-o
zH|ujyzjF8MPnF}`*o4p@$#qh~I%k}{Le6_=r6mKG7$6M3Ie_NL81H6n%n{|99E}c)
zo$G*F9llE`b)T}88owhQF|JSqQ;Xc7s;G&CBH~uyB#L&zu9#?DpR}G{f7=B2T8mf{
z`CB|#k`gO_M_DD{(sUC!nhdII@r+XG9V9~v3B4~MH2mlI(jZ`S)^6VgS|Q@Y47!2V
z#y6l}IkWrE_vZfPlgRaEV_b0~`!BV@N*fFkG=!G&yq7UMSXkUblnMjS(CP}x{A6E?
zO3GJ!A~nG|NDkfY0;&zCZWr>!k*KrUA5L2P9}B(&HR=b*Qb&O&_`+0*V?I*d!+5kL
zBDAhJ`->f2wS$NHP!h4eDapggF=J>2sYC4j^llkho{K?Z*|8(YJI~$h;+>>R<_R9-
zY1VS}+TbbC_sOV*iHUBO*>&QS^9Lvb2}BwS)(_g6<O7}nISQ@(c>gGPsd#gvYnmUX
zqVPBzlN?ZNA44Ey%1Zdb-heI+lafHNJWl`h!R;5`dACYbZ)A>1#~$K46eY<_G<3+`
zAw%nkFP}CvWP)dfHMiNYxtJ(|dot}>hTyW8o)V<#7^%1be)pE?f}|P-uNdTm6Tvex
zyt6TJ$>veM9E&-Q>dB0w0#wLYc1R<o7-N+(ap-2}XbT(%<BmGDV}+{PJJEm`Y^i}*
z{A#1oh`A`S8VC})bW1a~@_=Zpg?`MD2D$WwLg~~ls?<Uu>~~&2pFPN|7D#mxRONYT
z?%uLUO>+>{o^^a>(dW*qCrG7oB)LAaB@{x$yU{2>?&tK;b9G_~Bq0h>(#Z^mr!+JW
zZM&S3wu&_y&$3K*K2&=VA}pQFaa*!fn~iXpF|>Myu<&~qHgBV)+2T^#W5qnI^;r~l
zf;)!O9=v}VT~R;clskrG>Rrw^xfAE!Ft4c{-ET5-Xgi)WpAxKv1!?6b5j7(mzJ}!{
z`SF5(7qQio=>^~m$qxz=C{<a;6Kt-b!3;KNrH5gZZxJ#;CEApSLFOf^maB1AznAxM
zk=fEu))w}7Gs++2O=(6h=E?nzGDUjDAh495>`A9bBu?+DOq@rm>kbW67d(KEVN^8r
zyvdQ5P^auVuG;G)hFUn1N}tM5L)dgF;sQ9cC`plVM#SY}Nh54|ycm%!PYw?<Wj={}
zvZ^gA>X+)L){>NvaL`*%izb!60bU1>qP5A&Qx51Na-%h0*TR{l%*#uFgEs*k4Gx1h
zm-y8-#m&sm_lp&?M0)j7c`PaxHWDN(DB)oiJM5^fd7YaN=o2Wm7dD(xj9;I&f#euP
zR#piN^HB#YqHZ>CS<Akyd6jGBQrdn<1bR}Zr>7Uq4vU0dN92i~U}<LpzYf<*IH~L=
zMu+TmoH8}}<7o2UeAXDsP-#Nl>oDkaMT=3K{+47+pP|yG?FLt({IO`BsgG2IL{Tag
z=(&r_DXRv3NdA@7q~rPiP!_b}wrndHv!*Q1YpPYB(d2f#WS~{+Nc{yPMbp)Ivw#p<
z%7(j^!?gK<uO5yR9W1be!kx0nkiiv#L2BYgVH<nPA3us_m{e3)xaj`|M(*}YJ*MXN
z<;dGU7l!OKb2OHPhKe4MmM=zn`RAlA8nL5ulWj=LvCOYY9q6&eyb!a~WO7HAtX(l?
z2Ak9zQ*35PMS>Kis;k?twQPr@VtdCPz`y>Y_Y08UM$_uY<(p%uD%qX~yupJlN`5%)
z)UTAyw{JTa^QR`Cq?jW}-$qy<0rjy50}^{bk~O?${w|IFnVJ}hgN5*#y-1v$^nwDH
z)hdb2v?x|BW-6BN-r|h7Kc>5w4xZDt>vPZiiXQw`_dELA<#)Z}eT}kd!48N{fnw!6
zHr(+>gm&9>635-y@s54i{KkM&di(Wp{4){gQ4LSeJH`PV;|Lk@@bSK=Yn;5@i$$FH
zrz7fGFK*v^mxp0;`5YV7IkN1q7`Ye;-TtD6da=3%w>ooy6X=8=uwUMF4K^?Ls%=vH
zKrTGB9MfM=m_pyCEy?H2E`!l)+Ry?Pu=xo7p`zJHG~K*0SM30qr^wL|%N3SC7lRv+
z)}g;Sa*S9`p2xp#mM1o8daRnNPf{qfDB_@!BFlH)OG7$3u1{Wkz9$sMRHi7npC=kg
zg8E3L=X<3JICD-T<mFx66~|x0^V~x5uY_6i0m(kd5w<!E7Nj6FC(gQOjbJet?9{zh
z6hY{W)$DM438MnL_YS+pDhk7W2<F+YDNiaNfKFSnv9U<&3|!6SP;5;MOY6!0ut7kN
zO$6dyt%$_4<f2uUmfd%gb^U5bSo0%FB5a8se%6a_S^3+<(Cku!S&V`rFojX0*46Dr
zW7!h}k@OuL625V4#5Bc-?t{BI-X{f;iAU@ot>-G5cQUMft~c@`={Cg695>G5-wnVl
z)NDKe3T;^^ixF1}?ncUMOxPovo`Gbz4R@VBmzXTMVzXt!Y(xNBEsE_AC;+rFQ-{5;
zr}Nlc&62Wp0dZ)p)@t3ZhjWIEnc%;qq+ZsW6@%bC8MAuAh4}lzj`{nG{yH|3x{|s8
zm7Wt`4rXNweo+(^2mwWb3<A_6l|}eRzgt2rh_PTP>k-x1A3~I$Ke=X&1zA-u2nR;Q
zA>l@X(Bye?8!<Wtkoay1(&!}gdFb*A@dA%aZfIjP{3V*4hz@i3O2+DuD#3E6IH#ag
zNS|jW$_%<|zi44}MJ}IPhh2}Zu%&80&WTa?tn6ZEIjHe)$+X0u*lbz+^<P}Sh5L5E
z%Ts+K_sM#wqMI3Za!%w}H8v;GM?n<*@)X?H%=BYh1YJ=}N5{tW!bC)9kp8pUF3cBH
z<gNt^SY?Ns9h*Y74-mfKC?fNb*!K3lA`vc8g^gU{K9NZ|w{aIo^h^%3xOcN2KePnD
z@rt1o!i!Gi@MaSPFeA2nszJmB_?g`D+1_S5ly9%6N(@H+obc6%Mje6-w~)+^aT_fZ
z$lfs-=x@AwZe9BrWJr}yUT{@lTp0nRxR|Ozw1lOOrIXqnP0t@I-QV=RS;gw6TUH6K
z$v&-9Ex}h_J3{+0zpT%0*%Rdv%#IdF*0HmZLv~V>DmwW-fL*Wl*ko)=OH7aOGm#k|
znI~`2*ENGc!iK?4s_G9fC>>Wq60-v}ym7NFaba{)Kiu7q7Jm5UdA>^{=5#47ErqT_
zbkaRuYCLT71O={yO&y{fF7t?g!htGjEBhP+ukkaH;#v2}G}9j;0LPT*o!KlTr<IRk
z_Dt2roVjru)=;k7f|`pWTq1b=XwdoS<p?Gj(fh!jP0Z|MrFnwyfrd{3QC(d}0>T{F
z;rktYex~O3Kyf&O>~w<mi)BAy*5@s1xy!tevXIZ=Z$;nGW_e0;P%2Kuati8JTlQJq
zPUXi;ow?Emv8t=7p?>mRYOwtL8lgMxBbLzQh<>$Rd(9hzWk~{pjw6q@kQ&8mDo*es
z`?i8dko8~d^47)u#xgPBC3#MCy!9oNGlhet(sS%Y;-9%Hh{57bZqPhQEpApk{adge
z6v@KtC{?)N1^cS(53!8@UuFX#^@6lS{MqOqxSD?vFn@71Y|Jcd|AVVx`-`vs>+Y{y
z4IA@+gR5cWWM}^$bU70n1Kh8CIl=!aU;ZEZ{P%o0+^>8&!GGb)R~Ma91~5VtZ3G5K
z377{*^WVcS$n+0A0oB)(LiwrsVqmJ4UNSEZK1ZD$&mGhc=vJbU(?CJPA`=LFf`I&g
z^}}Ox7dz%}UQvQ|3tD>$_Ro7J|0?*KQk*?N>1*`*@5b79JRE=LvPAjkA_u&n1q2<-
zZa-&3`9-~0g62V`SHb`;*MrO5M&sY5;R~2}|KO70rgnd={suHV#2(M1KOXD7Gnx)2
zs864*vm1ZYLS1SwF$IS+M=Zxl$Ct;%-ygBvhhCn<)u`lcCa^BDeHfH4lykV<PrARi
zSp5Fw7_}1se!!RPy7s`kbuGV96~CrL^5)`p@`T;`yKs8_4xjDe<Z|`u6WoeZ+TS$K
zBw<arE1Vmbo0VIJTb*a1C)G`hUe3ch^(Xw|lwJ9%Vs$3~kG=-`5NOfoWvS7c-EO7H
z6SVXE{EYOwUa>%xXqEdeHy}4A$Ep9_M|s5gn@_v;b8)GUbD>XrYr?};=?Uf8ojKH<
zpWnvvH+vwMVp#j$V*k5}A_iboDc4Nb+OM`G7iAmdbYvfHmu`E8lde9bVT~XaU$ku`
zxT`Czs*_KoGViVTgvR3WdR=S{O-~$(NB+h-ZBz{~4jT^9k6eysj-Ww0O!7dv?eXk0
z^i!T5r>w~B^2FU|&u0fH@2Vv7ue+<sI%@Ld6a1JSkGGC~bGs9OPLK1A?U7V|&EJfH
zFTw<~T*q86+_>DV+_Kz_JnkdP&7FHjckwDYANNz~bfugoTB)1sa?k;%=9Az)(gUwl
z*NgsUFl9hb{i_84yxu8VIj!6K%ZEmH=RkwSf{QDKJ1^hu`>VrdrRSgDKkMjE+^CcI
zKU^QTx}UCT|F288&4<g)KI(kKZOV-WE*{9pbIo9Jb(MGAc{>!JYC>PLbCMaq*?Ctk
z$4xS5g7jWysN!)2pTAoFcg9qs8lYM+U8PPtv3kLB%#)JPk<H!@dOhM*^?0b{`Rs+~
zG*o=?o#!k8y>ox-E|(v-0{A-=0cW*!pmGQeQXNsQpKbtY^MP7!y{ddbnY`c~^UWvG
zfZNZmw`!h#?=7A;q_*!=@LY!usqNR=B&lA`)_V@Nw4a(0$bW-QFDM#~JpX&&l=4g@
z+xyj<x7>`6kE<77_*f+lgBGOge3b6Y9{K+l<x8%Z@4Ik0Y9sBC+<tg?01G;>==B~C
zOL>lY0b>L6)Z5{p^j5zUf34s2f<Zad{%q--<@_N+%FNND*+j8CV27$nrDHacG3%f0
zHUzrhg3!YFpHbzDssNQe@B0U$f2?%?A!Ml!>=O1r<A4Q5+_1KMf5$)PY#<>(g&)Wk
z^3R3Rf+@I|ORS~;=bW)o<Ay`OL=*mVq0}Ht+pbKGeltw}RQK;z`_sF>fa4!y{$-&4
z8N0u@bbp}g7a0D7%)bniKNHd4(|5q1dH0uL^2g2i<7WKb0)O0$Uxvmn`1!}p_~T~$
zJ%jwZBKOD5_+^;<aWnoll0R<7ufybzoALJ~`)4)dkDKww%>XY9|M9B+cvXK-n7>XJ
zf4r*y$Gj>s<-1IF`!z7nc)mHH@Bei5ZG!q^%`e&iVuPQ$Fk#ec<^IKBf~C>`{Wg#D
z%l&EZo0DVkmg(bTUGVqT(~jlEMNZF)E%rBuz4#SZFFUc>e7;=%+ugzMz+7HCm?2$l
zb;sxT%bLKG+XnFY-s6lsasS%8zr1{*PN3{6UgddfD6!x|<)q=HGiUg8r5UvMBmXa^
z(eLU0c=_8Yuu~svgqhuXgum_lp9!V2Z&(r)dfERWw&pt%hn+Ee3NLgJUm~=(TU%T2
zBGs#OnjJU$rMAH$8SkqDRlCaFllxF4d^Oq$i{DT%ur|7XF_~WN9SIrPhrnj&oDN@(
z<XzchW4^8n@P4r!B=TeczyI^a_Q-s-ekWM0^!W|aMac+Q#hAF^f480L`i;ktk2?Ri
zl%Z(AZ29!R*iGenfABT|aB<c;e7Tdk=ey@CFX&~r&BwDi-A`7)`q2*XRvUb<plPCc
ztNB8QM!%6KHf7h#lg!Mt;djjGSBf}|Y^!Xyb}rAVq}{9Jhnv%4d;L~7+WBs0P9F8%
zPKsnO$xl`K2;Oz)x$E;}HW75ALo<=8JOb*H4!n~GsGrpSjzu+ygeuo4)-5(DHZC?R
zwyd64zrMbnY60iF`oK~8*c*-p#Hrw!P2dM$jXM+bf@5y^`up<(WdbIq>E6c=XgIn1
zR>J>QApo|*>VI3IUbc@eC9tiduD(7oa>Fx-hmeQ&(Z8an)TjM>9bF2Trr!qfXyq8>
z3}{S^GFw#gTpRt4N~eVb8;DzWV0KJ)M)t>_o`pO}#TC@s13tc{(-X=gXtRlPXbaA@
zJgHNlY?T{urW0go#XaVxaldO{FKD%ne=+^jYc3ZJC$5D&_GORz$rq|4vH$8I`r0jZ
zAF{OFkvl)Nll0%U<QH*+?L(KNiZ;5Alf+^tdp%12@k45Hx|C`#FTLbU?~67H+O9AG
zjSX}B)=U)*5-Zeu$FEL#(w(l47Qw2D?8mfk!)T*ml6K~5=Ax}PLH|5mzS1DaEGO1H
z=yw%bf>r`c4eHtAd6Ky+y;sTk{mA(r;YZ50Gyh5`y)(4)JK4h?x&&DAFs>E<Sk4WW
zW90Pb7<5?fP-pHw{4NCrIK^5;@9|a4aOxU4uua2{B(1s{SH<~7=ojzsSJd!=Ve|BP
z3MF2BsD7L$*1y(&`_Bp-f%-0e$&F{aU(^1AIKRT(KTkgYornG31o%THW26)RgI4Na
z0;s=KQJhR1oPTSj{?aP_AGA{J{|&7a2jkyTDQ0$t|BL(Df3J=DFK3DT7j4v0_Km%s
zxZCqf0>s_FNo?%Ju7G%iKp4y+A`NItjo!2Q7<b(2`o2TgBi-uus(9LEYwuN(a!oZX
z(JQ(#h4vdcRwW|Ja1~?4T#4{|KRQ5aXnyle`>C{2Z~~I!xz)*NI<t9><peMD&A}Y)
zi!(GHHZ)je^W(>l@29VfYd;>qazMp=BL4Z;MSv2zO1G8GYP3XBnQXPqvp(s_SI*wb
zE`!VWAgo$!FN49cd-9v-S)6KhRZ+(S(h+_e)w}~fiiTQalv@^$=|xu#86pmkfLq7`
zSlDr5LrZ0@>c@IdtxGH(ZDVUKdw6<slEY*R_nJoYD@nE&k`bL=TUan3veTCipF5^R
z&lmwe)QRTf<KsJ~94;5+Ca)_hVxyrc6P~%bStb@X+cg%KQSUHX%~m^F3+L=Ie$&}3
zPH!^CP(=K?G{`qIb;g}|+%?HYUE9~}#M8k$CRBW8E7*Ruo_h*)i_Yf8sPDx64^@@?
z`i3zq)*8LlB_*-2>tF>eJJN3vjt6IFW>_G&`}PJqjCW%oO(uqv81scf_HQ18L6(MM
z_%;XuKa9nT$>Gwv=7BzAt~dS0va->mnY`w1OKqWiA!6x_&aYt$1WyhQGPwP#x_+F3
z6IMoB=)@oIvHRrk>NtC>+&UHo9JyEH;@_vVm}BsG9Z|@#*+270tu$Mc8|o9EAlz!j
zLuP$9CEb{5QI;i;>X-PYXj2GZDsYw2s|k(3?cVW|^k=Qzo<<3#qZFHqmPv_boy9p3
z7lSmR^&W)Ha;rW4;=1VA*x0K<J*IaBjKxUxV)9u$D6dLHwUWmO-R&va=@)a_y{BID
z^fJ=Y(h_b)<Oo;JT71}X$SQ$uI`e@8Z}~OK)AxR@-l<f^3ktCw6OKB5rQ6uj!lh+<
zl`%UbL}K{z>_Hw(T6bcy3Z67y>r8`oC)in7YIejB7xplp45PYn=eY;VIoH9?iurg>
z{Cft3u>hVdt3HyV+}Z$3l7>VH8uIzYdh=;#GF9b*iwq|gWc&}tT+GCjdG+<vCc|&B
zNngFx%bF(#A0ydCV-%0T8H?y*FPVK64EXB6CCgwVb2h;eMZRrRs<yICoqG83z;Zwa
z;V$0lX*AS@2`)4^5_5-oNU~7fK)c0%XY;cVw8afcTyX4tNJ{;*xg7D^4^xtut3{PU
zWUFISM!i8jvdE&k>dh2kC*P4RtnDK&H4Zg=xI#$0V2`C=<gE!*U5npg9CjUL#tp-C
zo2toPZ}nKS?Yi)@LMD6?z^DLduVsB|M1K!M<GWyn%A|yq7@tGYFZG6q5E+Bq({F$I
zQLNN0@*MUIt1+ep`Mu?r(IWP{xw*MfJUNsGxm@ptzSSQ1$%+KO3I&+EJ~lKph-L8h
zCa3V(ELA+|rrBy}hUL+BATzNLC_`++ONHRepQ58GioPEhZT(BA;NC4$C~@Vd4Db65
zzRT+G?;qVCp~308g#Cf4KV`o~Ivs-{lI^BW`_*naf@EAKdYW3j3L@jl@U0C3<PP<m
zlu7S~*?2~2q4L8fY!;6z6GG$wJPh<#Tc8*__RE+@Mz|xp=YdH`PWL8x6cQ5N|Hj^1
z1;^DaTZ3X|W@cttELqIV%*+<s0*jfUg%&e2%i<PT%#0RW%rNcq-+R7uV<KjrZ_GUH
z=;-dfV^>vXR<5-wbF@{EZRC1bk#GjzsPo}W>kbj613EI8g}8A33Gpy`$9?;!=d(*6
z#gyQHaQZX(^KpGcp3~Pug`k#1A*RgBiWAN5;thWP*H7$-ILs=}=~NkPGS%|ty+BMA
zS2qTR+z~+eT#~y=iajOQgc=i(8i(fy6^>fN*RLs{uJN7=*9-(Qrg}JzQosr=4f<ST
zG;^#hSv<jNv&>?Q<u1#{;u^i~D7<_1eb|JISXaz(csA5!NP-mrH3|to9&lVf%^xjd
zki!{t5}nxhu$(v^FNq10)QYVmq++;s2eT!vn1QU{KoxL?AgP@5Lz?QXj;Qu~luo^!
z<YONpF(I6zIA>Ce@1YlJkjvR4`=JY<ddughi+C8Ogee0uvEDDWG89`5OD*Kd6aS&@
zRG+5}R%>qtzhAX-c}DDph@|GpPE~qng_4SO;fUYxD3Mb+89nx=t~vNJu1vRnNrWxr
zwf9d`g5`#}ggDy3OO}1ZWi@oz%RIZ~9pCisVCM?dsKB95EN7sT!|1ZopJ%_NGAlO)
zb5nc2&6tzQG*W1+MjR_R*<*yOoD#HMn3_>g;~U`YeNi28F)^d<j;I!8^h%hcTuFX9
zvB+80o)55#qk3saGNMcn#KsuF@_l>uX#5HBMcxC3*!SmNRI|Ys^JD;MFcMG>ca}7K
zww=g+6esYEb@g9m<-U$LNxvbyRb`!JjEna;e+XMDS0bBZ#W|?g7Cu~~QBh#QA8AF?
zSjb{>^rE5Oynz&xTwHxz%U~()c)QXVK8_eir}yE{zkJbUr_wPh_4pobBzamW`?!6^
z-qB*GO%!th*<z0o>~@N>OG@#obVWuk&hQfeUg`a8{WY<OD7GMG{niw9F+Y}piiF2w
z_E<x=MFE3{T@4+{jN|lCj=Mb~%<Bn<ea($X^rXbA3ah8bs;#<Ql)`s$qbRZo$s!t|
z)d=sX#&Fy<`)S}r5?Uw@#P>VpwLZNri~0$gR9c!)dR2Ef|A!x6PHW~fS2Ds0uEQ`J
z?t~Uu{kr?1%Hm?-GEsd8+7QFV{h?vE-U{&hVrDMSw2!|lRV(X|#B-^_o14ARV&6xe
z9n<SJ&?>6bidqu@T)xhHhocNbo-pLd#g|GL>v9>BB&!g9riKaE_B;y0GHdZbm8*Xm
zBSSc~Ol0HN`Z{k0=}RFuoQ(U;NVcdV6GJPU)!nygcNRR?n5%03hWi+xqw`I)@g&`6
zw`TtmNuSpJ-uw~Hg+Eu(IEHLpor8m@SLWW!H^vTO-gIE4;q%&#<Y0Wo`;;@CmE0E!
z^puo}R9ut0TXOd5M^*7G7*r&5D6VsRY!h9ibi78DtSlaF{jb2lXW4pst^mb)a-aPp
zbPxZPVN*Q_1>;QXjPKrQOBUl6#kOM#LLMg?ZDtKsY@SRDQKI>;0|cWnC?%86&%VgA
z0{-z2kr|gjXegLt>fj+;?s@*2aP>*0r^j2<+0}{}1hN=|lY$^ydj$5?D?abbA9h9V
zqdfL2dSs;qvA$XE5s8p0H!eq1OpCA?_`~0FvYEJR2?($t(`j(yKR9UK5E&Uucw($6
zsB3k{_bJ072hi$&?iDu7PlE9<WwH&~((AVR=Op1tR3J_@Cb}F}|Lk;Ikb^>EXXZy!
zvJEC;5O_-{p;8+`y6%M4-CrM;@ta1OWP7_GEA8NwY`Sv@!Y^cO<j;5O5B}r-G{DKg
z($PHYik_9bM;m7^HCvdhx5zI-(2qCQ=Rh{na5=M&h9j+vW*xCOhD^v?1|2Iojpoo7
z>Vu6k-mJlyr4cKP?+nw2d|5AX&1I}pNc5JbYLq#Vs;5~vSZ24+44PgwH;CJSz}X^e
zGp%pAxEjyd?Lco<>uWJt;Et}_y*MxulXjXi84rcv&;7dNo)_3$p=NTRT_%jrWC!<&
z$bB?8!0&-a<J@-DtjWA!H;qL<ib4PVGohg17qn@IzNkX%pEf*=BlpB>wkn61iqJ0P
z{ezcZl8y2?>@9NAHdBR13Tp6_ph0n51&d2QUW)>M!o3E<VbW&Pgr(oF&ymByc`Ii|
z7y3}A9hyl~GGT^?zgbDF<A;R{bGN+ZHywXI&|><=_scYxSB}B6Qm#I+l$Ky(d;L3u
zrZBa>Zcf$Vm`4E*KvajA%hp~|tlG!0N=lD%e+?FsYkFM+5U(0YveFze{<$N>34Jb6
z)g23~lHkg%QJsG~D?{e{L?NPBu+NpTpv&Ycw*!!U2Mut+Q1TOEo-3Oix(7!LK)VMU
z96#3ZZY8O2Vynq9w309*6{aeI$%vB>I+0BC14s4L9+hjhB(V&I2nEMB!t6_QD4D~z
zzA+3fj@(8yu6ir5{h{U9<UlaPagH>6ysr=Aq`6O4I>#D{?hvTL7U+kcb(je;GT4T>
zG6H2HxLfgm9Iz5AuYp_fvCP#Os8^m8h6I(%gvI0v4Y(^7_2bFzR*?<FVhm_lPRx^H
zTQn97Vb)aukkjmvW%=d`55|x}V$C45zL^ILzNmC62rz5ojgsb4TZ^bew`7+WiX25M
z=Y(qj6gyE(e7O#wG}NsmE6dfyGEyTL*0}9|Rk0O@rq}Ak#T;rzbM^9qlejJLK12T~
zzwYZ60~_H^j_JVnQ*ih_V`uO<s6&JwvxqqhzO2V5)j(vwkpfeK>t{mM*<to+upcj!
zdvoFG&YMC6<EH2ke>j>(SurvnCTh9UtM-1VpFt-QBkoYmq2!_>Cry$q=xl`tKs>|>
z8$^V!8HI_3B-9?iojqqw<==HpuNxr?B?%WjQO90W%}b6?QOI_;px(~ZM6WFeCSA^_
zNhvGH*{?-2L)~;ogUm3L`{#N=uL38!>1uEkG5vz`ZAjYkfXTWbCnbWD$96FHVRC%k
zL(<14e+;8s{nS1)why;-0lcNGvXGp(urU5}q#}hUi^Hn+F#wDJym2lIV?Y`qjH7w~
z&vvIVa0g&6uG4WF!YTWd!gSX6<we0+M@P#h$v2KT87{fN#flVhGEHzWFwDezEEbsP
zc7Hm@Y(q3F2b^~<KXx*g9jc%S65tl9U?f;by#8|M@i=Ma%-Ntr7T}$h{iZS=g0za>
zZ&f-GCuIYeGq-89BT(hA$<-a@EXiS$)!wq|cX5;y*;r_49AGHo4jJ}-^d}b;2%E$T
zC13ag{|Yo9Vk?m+>q}9>9Xjtb3d}7WXD1O7+=y^1!#c${E+_kvA6|a)%Kw3{%5j+I
zvI*C1F)Nzy0+!2)!({NodSW!thAAX9$%<=x+^n2B!AFB~Le2kEc0>~`ME_2(PDJ2*
z*rSCR#%J`fNd}>Id#!r%DOq@!T0<iK0>1=FNj!s+qHIwbYED{<BUL0<I_X9W2a4}-
zrgiwrCKp}pXz?H~`u#ecvv?OisBBIsqwl;-7T8h5NHR=Er1;21R9uG}bNzZ@TFhxz
zl@CN5nHKN9#l&oWAC$$kx3^~&FjRVnqG~TQS>3VfH#NE3P{y9X&oy;b{lp}cjrlob
zj+t;cgrG=}IGL2y(ZOG`rPz7EjhTC+XYuz{@D<z-11<z7v^M<Ymer$NRSxja`N7#F
z15&_pe*!d2792DQz`z`g<orkBO8jcQHbmF3KcyT`-7!1Yr^dWBF#`c@liCVNBb9ty
z;!^fEUtMfe24bl!iPcYR;D5uM4cR93{2@n7=!j{Ki3QLKk>2;svCkUVKh{9cV}H-&
z+vY*yG30{Fw622$`@`2TfF9uKQ<mrh^CJb%B$&>fDTD`e@t8han_#0W3m@JkT04)J
zm!|BCnv%jNbW_tKrTMa{5n9Y-mj$>1jsc#RFMUS2=N^Oz()qI`6>!0f%n6u<h9p`p
z0^{Lz_d<n|JcH!YrYThE(AANRymGVW+gFJs&3^UPXs%RkO*9jAoYs2SQYE0Fw=riw
z>)t=8r#S8tGDe^HLt-ixa`ommo781c5&i2~$~i`={Va{-7iU|p&Da-6l%AJVPQl53
zI<&N0Wnh)1kC6(rr0r*9wcI#hr1kfOz4)BrcqSz0g%Jvd;*;<~Wo3&P`s@j*DF>hx
z3j8^1`4-eHv~E(xM4+Oxfm})U@k|poV#vm(#jIAbxk8%`nYH)fl>g$_opuQBIl}^r
ze37)1QCUzosS;)`|8oaUvqj_rR>&f7)!+3yc{rCD`GJ8_*;d{?%i?}J;PQk#f%Rn6
zZHvd8B`WTPsvH9T6W38OkK{ZyI0%T721bq~h^1q<x6v6$CW@-*ExJmQ5=cL*H2ak5
zlhT0+4HV!owQ<>&B~tx6j$G)+MIlW8HR@;xq2)R4MG}Na0RsL+Ju8zwJe+Ev^^Rk#
z)F(sJ7)8e}pKD{i{}ky$C*5wb-<|(`=V5U^9qou!xT&z~XBeuSgH?+wdbQ%P+k(r%
znVK&295$-C!&;~`mE}w&BUX{(=IezRjzX-kH^u9W0>c(+;$(@j?!LHs<o!?NjT0tI
zAkes9^+A3>zv1urYid3762Tqw1zlM(SDuJZ3|jYDn4~ZX#U6oUh7#o^grb>yZp|**
zF+_KfR`eu(y&el?AuX>Sy6&&fud=pl6k(!P?}ZO})G30{ibC(L^CMGt^Nqo>+6)t4
zfa-rTPCUi~nZzi5E_G+#x{dE$nBLlNvkNlnLdBU0my(4e5vKI0eE$9r?x7y}64Z7|
zTU7M?48?15EQPM4Qez;ln9-?HenxmW3dE}6Y-VLJ_&vX@O%Y9iunL+~8s?%qg)o$-
z_!+UO9~-E};#&ygEqbar@W_gQ1IppL6gF%wI*|xT=5)kA>!#3yr;0$m6;HeVeWGfp
zPnDTt2C+GG$K{QBb6vP>_ODT7kIbs56i%~|{InqN<>^!__}PC?s_&1{=#{B4*hh!Y
ztroA={tN+TS~n|;7fjLrb5|aw{~$0o>`lQQi`>~x_UpVO!l7ceNvzG|DA)@Iw1(oN
zOfR5Reefv%HapJZ8b?N3Fv|2Q)klk~)u9S+NRy#=F)pOK+Z#1hKLcj_=!J7#O);z6
zQ5pk(dJe7_XSQ}m499LV)9En;^;j$Y%MYq9>P}-&@?=<J7BvY^-tWd&@%?p`+RlQY
zO0f{HojCAUTQ-ERF$`zS)DHlT1r9}E43^qAvx2krSsnCuS&KikpKPGnhZ7t^3bQCI
z0%YI#>G1GH?_DqutwrQ!9uc~I@<jvE{W^?wI{NAnO5k<)OLR`duZF^`ffv?Tyx$*`
zR5?5(?T8IC{qIUrlQOa$1LuUQ#Pwi<T|+gsKJmjvF_4rqIqPkjhe1GOYBsf3m4;2I
zFA9ElU5>=A>*WbAjb7-?sO>j0oe()@n=3t$Nj>BuKAeA%<G-(JPVyhBvlN(sKw`-n
zOOfBSDv7@23}#~V)v5FPq46yXGI{}}H86(NlSyL1qNib~CZmGQNI;r=yMo4&_~h+E
z7e#m{K+jRdW<e#^TX<KzfhSFMd>sNF)p5HhXi~6(viF|b5cy=<gY=M@c0#z8`M{<m
za_;wl<|$gZ8<%`o@X<_&EWO)v>Y%iaZZ&)$;g)QKTq*7fI|jUT_T;)E0MopPxoaVt
zs3uSqNpenG91)*DueO-B)Q_xhiL<{e<fq7OR`DIBcz_Bzkv7~~T+x>g_)5&s@gUyb
zmsCE%LN|}BT+Due#2zAkM48y2v~PZ=6ugCqCQn}>9>98q*(3!|{?gASY9R@9R6oRY
z5g{3?1tS(C3yFxvK{z)>92rTUAB1K_;XtG<L6jKZ#1HBB(S;|31OkCH-~-a-uW8vN
ziW~?wr_*Dxx0TPs&cLj=NRTZaB2B$sj3_{BS&>YRk!w0RKBBt$DyY+>T52jOJ2_x-
zR_b#%8*mKFE#laM&!OJ@ZVZ_*rNX@FYefc!!?VZ*6fLJCqixrt06IgE1YA?%#Jx?P
zbzAmLN3ES~OW5mnXWL=oQ45z}cWmDVRiMzWgtgo30rY%zGJRs-4!hXdLRDF~*@>C5
zYbgM?)ml0cTq`$M<h32_-6^6)a`8J%nu!mr7=)LO`5r8W98PEz6x;!iD%{*oD4+O{
zsT^RZza9+emu(xK`jZ<RyQn>+IXKMqLq_L+zs-KX4`4?#P*xBF5GxOlz6arJ`LlG0
zSz(W5lZ>+-#mT1;<vwjF50n~Dt$MW}gn}>6J{Z@m>%P@YqI;{LnIIf6A%7ePk{Hdt
zC&Ly~I9by`B+gN))6gcBV_=lk8qA8n3YEZBiuDuPzTj*|C4~yNl0)~S<&k{zMk(Li
z9sUFnEFp>*HHz1}gMK7tcYh`h1@69gnIQ<4e3_~DupPRtfV&7bFU+M21OG=ncp#9G
zBZYot`d|NV+w+l<Hi4t)<0SLDHOS_vPc{^vR^qkogPR`AZm26%e_I&PXUN{)X@U=D
zd&zoOBNLJF?nOpBSW0ZPI}5vE5BXaElEi;oDovXEP;Bm<|KC{oe?jK|TQ6+hP&G!~
zV;{L)7RMMGSEL(pk9LD4lUXpei(Hqa^Vi0l?jQnSjzZ{P#K6Db5{<&;c3IVCx$EgB
z;xB5wW7z2x3K5JHea%NrNEMU2f$joD1TNhNx{x?Qfy$8oFs)pwD#>Kjsv+wN_;@cH
zBPJ&Hpgm<V?7$lOy|vlq8XS|Z$FdVj_;RPSZn=KKI}w4GIh8Hs4r19r<-OT}{nlAB
z!gGt8Ql9S=^>L@f7@q>(1toQA*hJBDa&k;#!ioRS<NozjJOnt0wI1Z(3y;pj;sYj%
z$)!qRpXdes`yUruv^X0|O2Qsj+^zH#_<}$LM<U}5f51)`*Mu>f2!@VkH-ko8Vq%~Z
zD~OZO@$!1;g1(^urv_kHlqh9IO^m8i=DXwk`HyG0K!LpPf_()g2j*tjU`btjJK4%Q
z(}(k66~KHr7JX8@Q7Pq0KIW0cB2u4Pu`&ZhtI*-Q+#ac>y0snFnb9a@vw6K6gi>!U
zE{089V~=C=`Hb!3b6ShC?il7Dj5f8lV$#=tdwEE8?v>~NH$@Xj=`w|;(`CW_rMSHv
zfN^F2)9CX@#>DjDVZS6ItO@p7=xW=9;AX(dJUt^y7*Dqu|FDkOctx74zN&7%+uc1l
zj#1B70N#GS9h}2@6Z;6;L()Oup6oxXnoR<&uNSJ)*48$NBlg9Y$cfRF_LsfmR(;O5
z0b&8K2!d~%SA_k84x0`5PaNkXve4Ax%+|wEmO*B&i_y5?ILt;N>}Qg47#zdr9e1Z+
zq8Xgp9k$d{kc^3HsrE^+_v&<eMA_E_H~(2EL_wWVqI<`~Ah0MdR?H1VAoY2YqtLN@
zHOo%seW%31dh1^tYhwP09S2D);s`}p)SOZj^eY`~as>k7cAFF<Lsy%r4kgYb*;qUC
z22*S^qWS)FxVF$otqnk6>s3;<L32{{&3)tVUtv$%F}p((sSAviS{k5&xv9FLL~<pR
zb~a&OCNnwhfA&K^&b4vNSwWEhnH|s9;(zDAH`=kK31*y9`yU3;ry>=IsYUctufw4n
zZ)VlQ-jyBQit#TtG2_Js<DRCF5<~fR94mhwu2w+I8SG>ltjgh7p*2yK0b;@Q^VCa~
zC;9RMb_e0RnfmOZ(XX*4dAaJSq8{}BWkLUCNT6l5EB~zIATAF11rAkbwJxaJm0pNn
zKJ4%f79mfdu{P?M)8>*zc6Z}5Q<24U49rIs813Yvd_e#AbjATpvxUlJFBwWXn5TU#
zqATy&?9^hyCG-EfH|Vn6L#g6U^|YPQrAD+$n|&Ncu<QlY5HOdZ8;LG<Hail)&R(NU
zie^@Qfq-c}q^``?qz}5prT*HAb8yLcu3dm>L^~<7dJ4t?rew30325&8Q@suI52x7I
zN(BB*>-(PRcAe=S%;Usg`YFT3C>od92bU~ILkS5=K|jGv3yn&ZW0@c?kGmr@hKJ>j
z)TzMdIc7f#&%i-fDTC{$%+gVPp=;a@SMa#5Cj^mXA&zab#Q7*m$Na1r$=-iZn0?~$
zU>^(UD3!N|=GS>3H&dh>8%h?z^0}#B8$OO$ga*Yb(IL1WZzk}X%@2#^qmo!vs@LPc
zeb(RMSc?htlqWa2H$+^<HBO|45m~!CUFx0O_TKnUPt(Q=x2=qbni0Bl)U@1PKO*n?
zKkg9;)*1V?Du&bK*$BVNLFxd>=;PJ1V5iyhKYsPsN&Yhp|9d{+fkBMKkrG}lL==yw
zp^(*D|BqKUqHqCef8N#qP|K&Q*f<(86Isn2Dn85xc535%i194|T1_@L82h;e{?kUK
z(daJIp5UEVKp}<5YU#qzOXB96_HN2q4{s3Re?%Zl3KeZ_SY-WfEAH$64k>ib($dl!
zzz+Fz7Rf8|SFIF>or2KimDSbN>E*xGG!?Qybu6}~r(NFrpXgGfygWQYLHUx}-vSng
zXZS2+QTwS64s*J<t*x!$6-?`{-H_l7<}lC9n~?uF#Y;y~leK$C<A9sHe?^w%P7qsm
zy<9uO@L#b7GXKA0%LF7k+Fv8#^V&2xTN)BRoXp~#e20WZRq>K1=C+#uDGr-j!EDIJ
z{`3V&!TCA`n3f|-7f(VI58}wVz(aPNwS2w2c<*&8AcnjP53c_mdAH#N72q^#%i~5x
zy$LabVZXqtSXHWBvOJdd3wU0r2=tFIdFTysRlWn&Y0=TZDYYelOfa9hO?ROVC|+)(
zjxX8eB?mUY`K9vPj#0r?_viQhjXCg|Ss>c_7VjO0;)Csuw>J9!2m$^+b)T%x8)&8@
z=I+kP!3Ikwc0{T!<>+Jw%O<^`BF`bm<MBLC$m?XXncePQcGi^}?2cCLY8=1k35tId
zhM@Ab>J#&}>gX)8z~zXP@bg>1+;K;izuy5SyUzp)v2aKidq->*Pf4R+%s-F(T8TE@
zqc1NXO&9Xy@(Hu~+lVI*?-f0Br5=pOlhrP7NaRYFCFk`647IRDz0*L)9pU1s9!LxT
zTQkO_mx3gnhKJj}SZ$oH(va)LMlKVwBeSDa&|>52DYhf0#sU8W3Q2iBH=?Sdwl>|r
z%gAQ04-aBmgre1Hjlq;}WjKa#fDs$Cr$~hP4~G!s3<(iiN|=vKL>Np}7wQFy-;eOP
z!t6GvEM&XUhIP$;kTbi*k(jJqW2|~9OkXaDMf{003oN*$lOWxs#59TPnUqotd;Pnq
zs3{S#*qa<dt58a-SVW<@&ZvY;K;jn#eBBG6#Pb2hnsw+Ohj4)i@f1_(W<_n(kXotb
zR$XDl?dRl%f?$neU}kwYR)MXlsHpfbd<Ke$EILhnH6Z%+X4e8B8J!dvNH33<EDK~Y
zXcJYGjwg<tVo(G|%mcXGJM+`x+ch<`@EX6*+2QI~qQ|4gYSW%&e)6Fp5vhd0it9Fa
z1HcHJSaFd2<CucNvB6O|TtgzwmDs?uKYROq>B*^X;<jIs*!t=HV=4)|(4wUtFE?i{
z=xaAOy<CZ+f(K*^ZV;ne6@6s2Y*|WNn&V1GsLVGnTnA2(=)?<cTBU4J&gYeNg;L-D
zn0diLxCoD<HUZLK-%+>0<(GKBuoSC@J1DH4vB4<gevM?fNk#JMc1fg{^2_n`HO`9k
zyT1_2kPlI8jzej=G6I9(uZfqRycJ(YD!v>yC*l;JNUG4L{nN)!%_%DQZwK;K9&P$C
z=T(MiH5~P9t(VpC0rt7mVyMePLtV3E(EyVMTiE(1iJ87WVfiPFkyvFT;J(?M7P$YF
zWu)24A{G0Y((2(}`LlYz%fK*l8X|ZLljQ6z0P(S|q3=rOK)b&yIKc@b{vUT36pjb(
zSmP=f!yhHGjVQO2exuZ715`5Rx1}42;9%D48jVpHxx6k^rN=|h8?U>0+TTTnJC{s?
z$}-#I5R@PGcgn!UZ^LI=ilPKN#YD#3*v0jv9UI~0{ahlAF=iXe*7-knzmNB1V90wP
zpTARDY5|H`?gyRIo<^joAYQS@l~{TjgTMsxcTh^2TxS)ElQYY=DE~8_{WIhLV~hL0
zF+TnOukw!{`TyknT`)jI<1qW~CrX3bk$7p#)0cGZ+5J8h0X&ar<E(eh7%EuF44GdF
zOig<4(ax>v*H{v0Y0tfOe()a8Z83vt;u+1C?F{-v`Mr&(x5G`~_wvnE<YTtmU2JOS
zW;D56^8hqT-qL>=zQ4_>kG46V0{s^(&kG>;GeunOd)*G;YIQT{4A^V~5j3}y1H88Q
zzlH=TDUQqXdu}7yAiWuBD;XLLgQn<01Y%<&%a};$cVgbu+o`eJ<V%*Z<6|BxLE8Dz
zg`x6VTweKOV`=Kxp9az{|Ly1}!}OQ5JsHs?&X3*RT4M+8^OJO^y!TS&Oc-do;+J7X
zD2_(;-Fo_kqQzeZBInAvI?u|zy{_jSP1L$dR5Y&5!~%|qkSG&50=RN5?!SM5+v6z=
z+iUY1ztqwX_-pwT!p53aEV2p>PW1YjJC=ZP**?}<AqV&`3T=B3rctL+5jC`iOVGrA
zxKKkxm!3!L{+VS)O4vQie12N()R-n#MYM4i5+JsZzhM2c!Es)@GFQg0^ysbG%cLvl
z0gL~Kj44>d+aaLeRL=9UF3zjYuk;EPkw8>u0iUXC*MnkBGquyF!RC{zDcG<#4k!Wg
z-bO#VF#0&Np3Xhe`&j>7puik{T1e$&{dVBaTjN=F0f4xqF0>datyQuQTs=6F?m0ZQ
zJo?i%4b!=IzdafXUDnx|{xQBbSmkp<X^Urpx$Y$w_E1QbHOt>-KM*-F7PXYBkpyTp
zP6X9cBYpMdkw4jF_5k4Pvl{u_l>=*q`P%Px7Zidzaebt5Mmnu?x&CYz!1`YP=JNT~
zO3I2qpVQUJYxNLhmWG-nR=j|smap2t1##Sf<qq5Fh4MZmHx)nS-2B>=#vtQWqpat-
znr@$Oftv+VA<*pob+V6IWYZh50|+o4cW2ZmYYYD8M@6Y-DwFysn3Th*Y-KfsyaN1L
zJVa>HYIanCF@|BebSt^249@ih*6?VNmpkn8^j@rHtxoh(1WL@yp9TF}?mKAAF56x0
zVdP7)w@yKd`7ZBzP~*1B%4ip9=^(YJB-=fVAdpJTe(CvZV7}Eg2nyhf!58(u8OzKq
z-M$$ccT@ji!P{Bu^@W?eiHo}hRLax%6r!blueFZIS<fHOnm`G%=Hfzvp}l(%9zCft
z)_Wf_$UdheB!kc}QXJzg)&rM?tC_wQo=((mJd_b2OXKsptvlg;12{I!iR{1KYQXPA
zdwdSYPNPEf@XIgnuD^%SY|(%yL#S39DH|JetAFA^3Ata4fg#x6UG_X?*aq`oeSr-$
z%#p=~ma_P@*jl8@&}1kctru==%F=iz&%$%oXKk*@(NNG!^fCh@m%het^MekzwP=h)
zb7%Hxt;2>USS|+17fx=Tw=B~xlO<FukapUWQ`)%*0rC=YM&9-l3F9b<knoS}3hJER
z9UjPepX<(61xcxua=lgWq5ZvDgjq>S<i%%@!bG)l^3e{md|UbVgac(%iT%tIYb#C(
z@thRc6kf*sA{X%UA*^2kxz+B-Lcrrzd!nYPCn_k*=^F?ZWu@jU#nD{5`=wzsm9H8N
zADvYF*lG%$uHnUNszxcdNSp9oD#hWW)LosvRT2yP^rFW9^_!f*%k4-Gv$oa8!W0~7
zt&Y3?;X2{+l6Bs<;R}mLUaJW_OAP8PZu`ZXDG_G~L>#6F4Gi%Uub!J6Q0_xl{;IFE
z&Gz6nNzf_VE&<$pIhZKM7DyfZ6V8fbWuo|qLkd&!wI}TOIlguRm6F*3b@eE`n!M$U
zRGvRdFbGOw42@%m^|i*gi+=mrOjlrcc%cA3Izc$4Aih1AA0l|Fobto>y(iu%)BaFZ
zw^$A5N+%kZjuQsl2Fa;)bwDw%yJecIDx<qpMf8sdUrLEK)ytN<wI2977p4whsdBr{
zQB3Wkv!0PTM^k!rwazEMbsG5wFhBQ1%A<+$=%Swcd8|j})fBV)=!4AFQS}OgrqPgi
zEx^Q}az(6;RLaD!qMw!I<QYM4?me3hKJXfGpyG1qfkmNX)Vjjd;v(PTX;7ls<fKmK
zSr@}(LlV<XsXKYiR_9Q;>pW^I5((b12S_`{Z4kJZRe6!~>gWscc0?}Tu#<&#9SQIx
zOy~aS_z^AD7rRYhc*dH}6X)T*eSG-y1kZZ~u-`Ol<H}uc<V_LX7-7r(%I+wN$=(zU
zXko63`@0+4CYK<KPFjdjB+^>t$D-DMBK>pnWo7cz5Rt@>T@k22hMd@@we`zfuYk6M
zj=Iz1^crX-*EG%}6m8SN{0zz#|8}ftTLd-fc-oC-Wgt@JkbHmX{dhqQcoYu>)gH8q
zx>Ogsnc$4dV>A6elujx-pzX}MaMs~+?Kw^-XEk>x%{r;>J!TF6yGmdd326Fe_L;`$
zoomBQIGdh0?)H~EHWU6Bv?f_<bVf^>#VOnD)Lsi!;eZLO*E}Q1bzzKEKD3L3je0{y
zU#=p4r&|G(+WTT7_O8SF2^+Si$x}3)E?%%`8%v?sDXwlNq5dQf#1Ne#T{6lzB;}1%
zSNq^ZWv;gOhPWMdUoH42C-0w_GWHA}w{@20;jFx}nKV>9SVG?hebubv$Nj<cGu{Z(
zh)W`?QEmLj889+O5K$Z=#{wNI5xaSdEFO&{x{j5Gfd_XKOGl=f#y#~qD+l-aSQTt%
zze6{n)2CawIS$l0bi%(t5EBee#_Y4Plo3F@#(k|s{V04<N}ublPbej9fJC2sct-@*
z@M|BQA^{%N#VWCiBETa;1&1Q$Z9)BIRIBJ{2J>Q&MDb0m>AC45EC%r#7k+VL6J1$>
zyBr_{RI8BSdqYN0-I8u@m?-`W0rrMNKPtBHG|LN=(H7Udu40hWdipKG*Xj8I^vS|`
ze;Ze!yk`+u18I?|ME5UD=N^#q@++;@IsC*#4eakQNpp?5TV0=&YM!arW@&HS>F}*=
z^pn+|{VD=LJz7-C|M)+2Dk?%RDOy@mv)jt?IIeQxz`Yy!KUqRa#o(dyJeYJ@oY_Rk
zu+>UQ-vV|#q#`tv6fx!28?NEZs&sdf-;<7k<c>=HAvC&eH_ymvdisY<xq-*wiuH}+
z6G6nKT;1U*B}A+M9IqDD&u=(5?VmX}siLV&QjoNfIQkf)LTSS_4$P|IyDiYE_i&mG
zE}?K#-gWrfC#h%;)S>a|`$bPjPeX+?&<-9Onlvr!S-?)F?|$8lpsPTd#t1r$TVoU1
zGybMx)u6GzIIk74p)V~VKWh-{9ijsO%TO&AGcm|R3Xt8Fw(nJ?c8vM#AYp7QOG{VQ
z8XTa^F;>ncl{`ck81cJ}ZF69AZfL0djx2YXMzF5emWYyte3i-1Dof*Xc#}|becjlV
zWNNZ66zy(~weIzcv$rf$fs5@|_|dFky$pDI5pyx;ww4+-D*9OF8^J~uD4Y*jP^2EH
zluh??G)Am_65G?iAllV%lLT`TR=|1z?4p36LJU}f_BNMK`o;fB8&L@%gi>OX^`@&!
zVqxPIs~1(-{XGJ=@Y4CpWjcHh3w9E4M3c@X1^ifRELX6XpB63VeuxTFcYdwdraMiK
zjyYC(wR^fg(8~5?0LfEacO@`Cxom@_oJG>+wz*RBiCF}Is&(2qE9<EDzIzud6^$?6
zvUOT{C&hq@hl9~<x?qbMA=)<)Ws#sWG=wlIl|#QND;?_Uvky}^q-qE<qGuy3B|VK4
zkfCDG8gW27XqPqa@l3~H=+r>2VJa=l+sgR?C4iq%*pB0YG^!y|vU27yI)QS>Z_@gt
zva=0vsx#>J<wHK+Ey8>bz&x86o_C$lA$O%brWiPOqXnhw=Y`pL?IOH>>hq~H$T4h|
z-O5Ai?CEVa76UG~?db@LynIc!)w&!xQnY9^k3o$q>l^$ec?3lf_AWL!WgVe_UKW{h
z5*CGwSV8P`xQ8BB{Cbp}l)}!EsfvRy&g$b&EU*6AntO>OzUjpnql0+}5X9F*2I=VF
z;>uWsCn4g>{@Qn>v6lR(g<19R{V8P|0e)^`<Tt^?ogG>-($xqSR3z%j!*6De5|4@#
zf8n}I6Uu3EAVm+?hjV~qk$eo|md1J2U3BjQLK5P~Me*fhH`KQ6*Q|o>`zjW^l%H;}
zT^3)<_d->zEH<)ZO9Vy0-X71L0|<%1#)~XKXEM1p{qE0#lHLw^driMJj0QnxINzyE
zU^$*@lvS_|z}9ZpkJ$%v7&LOEo6lh~W8x^2Rg)?#znhzhG*yyjk+~sL%YU5zB4w2C
z{M^>hBn7TZ(vx3aO>~~!FdZVy-XOu=F|?`zSxGp~CA(uRD~E}|$aFsxWm{SvDb2i4
z)O`|9TWf-~xc(z3B19x&nXIatRtMG~h4aSkT0#`iO11Cb@Y7#@HE#trh0$OTq)nqs
zb^|9n6;A!mrV|OpgdKF$Fn2guiVB<QpJH>$Hqq1k93hwZetDUX6xN{ku-RCy<us)t
zUM5oNr;cFp7`?Q2-m4<QF?89wIV4<;6z4xDDa~&CDu$Phf7gb8K1Xf3fCYnT1jgra
zww~A>%Z04*^krknLmnk*Y<e5~_iAd-)O&`e`DV46Ckn4#5iBVA+};uUk)A|M()~CX
z(_BYPr`5o8_a5nbT!!b**<%93ji9_F|6~8^{bx3{y+M1{XV-)3=NUh!?eL|{=N1NE
z=E+Cg=c{2t=f2whVAE(^RvMb?q|hzu%JOpHZIUIHiq!nOBQ1Ayg8)u9vh;;b*i;O;
zn!Ns(rZog*&>0YngTA8CaSPp9@P<)+48BDLwe_&n(XXy)RO15;4yOoK#oUQ8hg30U
zU-aXesp(?@7C{PfB?pAb%jTas6v>%7Apljw!U8max-nJHPG;Kx0@>>lcS-g{pEF#@
z@;6-u*!pFH#?!s@-;qf_Jp(D$9TrZ5$SuFCYsMI$%1(!(j_|zSI(_#Eq0`<n<s753
zw>8d=-Fh{}9yBW5`25DVq0cPi852@dXIS~oVy-q5XJE@$dz25E2;#V)IoeL?49?LK
z{bgv}u6eJ0ppN?T%K5O`sP5zPqQCX9PUIVYHMd_AZ5);K`=zyB*MARpc#^Be#IGbt
zP0YQ9^Zw);UhyageasyW`jx<~wx(7la*u3f{plMwvFnv4ii^x?e>%Ws;d)2&WxcD}
zmwu4~i%!q;hL|(A&p=S~1)&h;BvB9o?3Zq;05Hw<X`ZfgArf)nnMlpOnPVTdKW^e&
z%ZKS7>*vsL*qhZt3(-|?S{lamE&DC!2TPa^P-6R~Qjg}+6_wM&79HBmh;^Z?o5X|)
zEYiXW5!1FeYddQ6D#TW#n#7q*m<L?5B^VJ6Xr!?TllQOroVn-<s@U-Id@%x!2g&XX
zTQ&`5!H~zZIX~6^YJh~R?b|SgfGUH4?FM68e@BGI0wrbm<oG)Yzp#hsmb&2en+wD7
zyHsq8qm3<jh&XNo&QEnmD8uXusEQOyn2D!<a^?_fRBT>w2~sC~!uI=kh&pKWlzw*a
zXl=t`p%;iP>9KqEvs1+isQdxa$W<h;_>Oe!Q{^L<!8tapnf$b8c$Xy|w@`W1!$<7W
z4EntJO{ewo2MkRqetv@~YXRbM1Z5I`GXBbO>tDZ=KnC(lmja=rKjA8IR5^MISfv5y
zB=_*QUyYb1DqY^m*^@=CC*4Ljdz25+=33cTH@e>z;K|_yThHNI4Z4_2eB2@ShGT<`
z#U?)C4dVjCkO_yG1JJ40>hkN97M7N7Sim3%c{f{x^i)-6lK=38>npXZVyq?J^DjRa
z!!m2S_e@?6mYPS*j}6V$C$d=CzHl0YlkiEdVvsq0IvOm|3Fc~*-oi2ejY2UPQu`(`
zSJk(#oZP5C^p2X-W0+r+qoN9Nl%R3NjCj6(vS!dibK)(yiMLntR&3#77{erm{mEF7
zL0bluEpiGM4PMw665X%qMkX50uDX2(gY>)lWup)`;GC9A^moCZZ{$^wpXZ<D{D!qs
zY{y$k>$%#gITYaw@D4DT?#Zz>u~gbUUvuN5bm9wkhr92dAw$Fx?-yOzv#a?LF5h6c
zi!a>rSO7+k7|}cQH!c*iBp0x~)bfA5SY^Y}61<e4pYsRTN(%2=+2n|^^b#GGah^jU
zef^U@+(UM&bbg!)K{fXqM<BbU5BCH%WX$esSDrm3F0d}SY~yaCz&&t=g+V>MJA(L`
zP_y6z#Ju;3hk_Eg(@z0ww9r*?-(o5s0$%y}U7=&>o&p1=0^F#;XQ*C=&aH@8^OCMe
z8FXvdeki+eIr0~c3PUVzbRP_{OYD}PI&`0##H<j(fHV;j#XTQyf1>S=7wG^-eN@-d
zBF{5>@gg-Es-NZt<b+1!O@1IyzdC<X_+xOdk?W77Jd&U-y$c*&1=ru^HE5i6Fkaln
z;)Q|)S0%7j&wr$l2ybiVJ=2h06PFEu5=W#!IN;_`U{Z0=mVwZ7r%#;18a?=&LA}{U
z!5<=3^i4Fd4jWc^I@flexMB9r80X}pjfxW2)PJDSny$XUkv$dW<pNVTA>V+$K1aH`
zeIFrRgOQlOf?K=&Ed86PmS^NaZ$XB$NZOucP{~QaWr}})Q{gHv1xQvk6p|97@$xk-
z7t!~YmPC+czM=H~z19lyd%nfT7AB9*Z?R8j{$W!5KY|lym0L9ejm^6#$Oor|K2wSR
z^@YEG1LJ&5KiJ<gQsPB6^p(Nsc4DaW&M5o#A~UlJ&a<<UWDYpqPF@Fpgvb=@ovL(n
z&&XnIf&CmAC9EZ@I^?{W@8)|_R`YI16f3o+-i@UzalOa;izCUP9c{F6!C)`Qr_eub
zMf>t1IMQCd#_g|31F{*4ELKnF!>uU~h8hOi;$mtGB;K}UXLzV#f!pSz5iP|YQtY69
zj}&^Z{evY+ITe9}D5S!#v+}HfzQTB6eoF*Qw=QvQP0diGa%AMUPuQfo{nbiK%Sr&c
zWFwzs7k;U$uKD4nD!#m}BVu+dZv*7CiuA5gJT;Eu&w@%s9ga6x?2o}X5;)Ll$Ct{{
zR#)BC{Wa68L$Lh@I6QJCv*rC&^@OqU<iiz?TY=Qr6_-!;(G&hLGfz*!0;h`Bc+-nn
zn(Gkgp^a1Gp)7L8K^~WuO5>wrBu*^R$zXamjrf6As}B8qka<6|etu`ve0BjiVy-a)
z(zJuVzEnS3<wAtT!|Al);t$p7%i)|dyCC^=1nSWaM(n7!nl61Nk+Z#nW@jXpD%F-#
zG}XwtWd@7V_z~j&tDG5)Q%ULgzL^E;XkfK1<`(yK6DvGmYC@b7D`Hn6K=yT}FHLA|
zvLr<GQIU_}*C)c*@nOsU9$({!KDJNp5hTXijm|yr$SvdIEs_4qIp4x1ULFM@B1j6y
zmI+p_8rg|PNsd#jKK@0_Z;MF;GLNUF;k<dt%n+t)5er{W1r!ewn6j&GkEJpmMN+`J
z5IX7K@(Q5d8MM@5S^oZkRelLo8A6Az6i-!NZ6kG?K<!H$FViLJ<|L6tuf<{<YKH!k
z8Dt<zDGv5`s_Q8ErX^zFQHNuKKpa_=$Fx*jmnchEBCYO;kBV{~oZaSJh}v^3%yMP(
zV@7;^Eox)H_&UljRX^jTK2j)-wFocBR4$W&>-q&+rioges+2DeX;g-YZ^xVRc2AFm
zR0IO~_)qtg^lP&p(P{Lmu!Rvs_?Re=NE4m>Ed33FXMg1jeL_+{@TfaStk$!35rkW}
zZ}#38w1p{d;EQgel0%F#Wu#J=1UE_H1*cnAu?8YdzXk>>y<gT)Y^fwhvpx%7LK+^x
zj(U&A?0tYWr)T{=)V=i?3e+kB)5$=19ZnRuJVNh@bwV<4n8LIw)dhR7nMLvG&XLgQ
z%=#FQklh=_gY0!PW2gAvx(!qch*w<sc%gfpXAztLv{SWNtNZ*<Z5SlT41j}Q2rgfV
z{by^ZW;b;qFIsrYaJSmPEGppf&GXW6aX3T}zqT^FzWqa=|C@mO_wD~TeCNW7ZewHP
z4eAsf@Ur$-s<vm8CQ#S#D8gd=0h|}<Y1lrDy$G^x8)?7IbL+WEwmoNF;)t%Pv^@++
ze!cZVblz03n|Ik2Y<&&bGJraa*~$h~zK(JuqFx$nvSc(hzcP8LG<3c!wmoQ@^bI`p
zephRbB-K`Lj?B}*^e20tCwfLbI5w#j=5DV(u<JQ^Ev=b%-Pw11GJBwD?j6W`jw8|X
zc<9Kx?DBj5gIr-0Md^YI0?apGcaQkuU%y@$e<ay&ZoS$Ke0-g$bCC9$@|A9P9GTL1
zU73?R@LEAN61g0Dtr`C|Zb?N31O!}dEwQ$YpFJ0^m3|y2gUmthxW|>V+PFN$+d+=I
zyqR-J`6Zb)?S1Z#vq2||qih;xq^yDCh?4%k5F(L)=UJjOiO+5%EeV{Q=egW(`wwo*
z<tYZ|+aHEV#dq?k?8+CLI$896gTk-cjbS1przDph$m1CD7$_@ikd(>80c{vTLvx;V
zBw@qVhUy~5gusUf&#QT28^W&K_cTVI#VU~=4pK<Z8WDCjWO1IQgGCfNWKBO1u>90r
z->VszR_HUVP57KuUnDrmev)Ik*tz`*g4*Zwtc>{2^{14i-;ds3*tm-o8QdTBhdE1G
zOa)DhI%j#e^iH-Ry$bybZ=#oQKXw9sa|lF!_ka6|K=C$(?oIapOhEMfzY!4L|4Bf!
zjns*_q{LXiCOOCnS}cV*5d4VjE=u~zD*+N4!uIA)7Swsk8<w;zMr-S^8hvwfI~`iq
zb#?f_=RnDo+whXRKmLQGk{BMJR4*4tnEMIL6>@V0`$mcTn^n3xl@MkH5_RX73%9uC
z%}Ec9gx~3YmzPQAVbtty+^^&NeT~CTgYTVUPJX6c9wVKtCuOC-q9@Y<q#y`*80`|Y
zK@BAThl^nPW7q5XWmb;8?2tJ;5`9k&Ph%-Ii#SJ-5G8_=o*P4Sm}NjL#bF9IwKZd@
z0V+b`@iL=0r4zSazZHuTxfI8NoJ2(5&k&RSalMT@m|FeNSzmuG6cJZXU!R>S=U}#2
zJ~lQMRDR%?YAB(;yZakREaDB!^*IDg%S&a%fP@X83I>LThKXTuaVV+Y2V>Y#ePJ?v
zx5ho$ygSy1Q53wjRi-<A&Of}fl70MpH)j^+r)THA^`SvzMgL#2f(;u)R%DcC(JHc#
zr>q;DhQI+Aqy(=c`<j&))BjQx1DO9sRaoX{6}1?&B>^ld;z$Lf@x4_$_%TC|do4LV
z$@|n@_~`=-ODHtD>hC}M+2;lGYJ3MnLEFyc<JV1v5j`*3`K&JR7?O!SES&<0!qF#V
zG`RUTq<|Dbw{p-D_x-K>&7iK~FhN1vTBK!Op2ryQ%ueDxr&L7crySoe(+_8HAC&Y6
zhW-|=){i4Wp1RR{julbQD5tEYdq8Q@Jiw5jew<5<&621Lqza}ctV{wV_gXyOqEHVV
zrH_t&?vow15=WHHx4=`<-cpP9h_`wC{U90@)~hP*!ZwLB`e&2i#rjmgz*qOabE#XP
zcB{{U$TG!aSA`=eBn89b{f{+g1n|tmDi@Y0DF6HaVJO1ReXSXqeovPbCI8<Uii!-n
zm3QUeC2CI5bPS6dhHsBADQ)-1@dEla6YrII=)y)by}y49grkbw&8w@>zkT~Hu*LV~
zC;>YF6o%OD{%&%C$+XO=KK?(yLuZqoPUgJYr^L+Hn~#La(n)VNuo|=_%vbBTDrIs3
z2Zf*ZlM`mh6>!vm`uh6zJ}-pZP*|K8OI7t*DcbJWe!bc4O=hJ@k8hVl?U_%K=1js!
zmqkFT62&GqBhy1i=AQp1Gv2*&vwmKq6HI*{Z;~}?335A>YQy2s<n#*nVV=-?8s?ls
z`{YVT{(HulT~5k1-_gQ4J~(xwp)o??(FXf!XMt62xB<n$)HBWbCK>E*v^7nSVY;5r
zz8KTS$)Q+MK@_~uqEy)kYKINm>!A1s`lQA(CBq!{7n~^-Jp@-jMN}wg;`yFUCGtbF
z4F%f@ji}`UYy@{kBULd-HL7!aN&kc&lTQF@6b_PpTAMxMRtj9*#)3!{`O?*v=d$Aw
zSbcp=FE%Q9wFZ#SQhT;nRt(CMc{(x$meBV6oDOS_P9BJ|BHvK<yK2Zb{<Zoupq~k_
zkS^-~fF^<T0iE0ec)z_&VaUM`T$7;W>h+@({CzrEk}Z00giK!D?YEKD(fd)kLfXxx
zT<qSHq95w2al%!?AW3ysKtWzX;t3T-0il~xW#zD2H@lcmw=(wOtzA0qWb{Yxayi--
zB#%AjkFviz7c8OnHH%Vf&~IhQb10GMbeL<5DES0x(Y>+z87&vr$b08%g!DH~92H--
z`PSQoS7cCRECKh4-_{Gs&IpNLj5mA?A+OR(Ucmd4wvmtIItaZG1OBjvyL|a2@aOe1
zTqNakrcgTd8>qWn)J}Sr$lI~9N2mXrFXwzp0+(q&R5YtdU|8)YOVtY^t#fP41h7So
zlXc~m`=BvoZjsp5O2|y?_a~up8H`2d-^l=n9hpCZ+CQ)JBjef)AqJ1K-HS+DD1k?8
zc=k=Zx__dG6Iv93W)OZn2j>VNb<=8e{+BLg5S^uBRp;dCNmWC&7-uTNIv+=GxK=Wn
zq70liX{Un-F_loks;)?r+b<HSX`vp7JLk@G!p0Xh8O)0IDM$~M0;2qJq6#bdDcG2&
z)^sBIXdc*f;7w5Nj26*Qn#GDCbDAEGfXMeId|gdF|M@<T-xK9+npvUQ2@;=-d$5H{
zm@aWkP4b80w^Uk)l*a1<13PpTF_TZblhl@K91&?qhuZqdP)D2S^bFxiilp_qU5z7m
z-6jp@=dNZp=ziLvt_;uB57K8i>`Xo%p%8^8OoXfqTHl(@dpo2%z7>ZUGv&Lon{O@l
zl&bDl2g%5JIYWU&<cN>gu|pBAfV`6$&p$^*<xwrhgkmqPIT}>N1G$z}yC9iZ7!E{t
z%7oGxCfc!G*=l5YfkkS-dvc@wLtb{P?ao#&61Ul(hQ?}_3~3073lg4hQ<wN1cEik#
zxKM-5S|V3F#|wUh>3{Ysj2oE0afpN`nTEA+(--%aJ_`s4NG5wrCm~A&1%T$=ehGn4
zhf+E&1Wv4Vzr}3rs{MB^Wl00a%IBdVDLj@|NBte_3efjx<|#-3kdT~*s~7-qT&^>P
z!)xS_lS1bZC32p~U>_?0sn&q2EQZa+>x;hSma?g^!J!H@`OJ**Y+{npzd*zZ!1G_k
ziH<&`g)FOkNuEczBW?rHa^e|9J=e__2ZFJyq+>MPHRUu$BpXGEo00==)2>iXdVFhn
z35-ilnTB_7H!LEd>!IT}IZhIQ4`!0kdIFCQIsn|3Z2X>kgsN}glYj)m9|L2Zlyjt6
z5Iso|;~q8?Cl~9}8l}G|2M41Yk!U@Olfrnuq)g)20-fo;H#*=@%vPk(#6<8VJ4~<i
z0nJkFQNQ8o`c54hU9U{QluI3Ps3?cIh(sjej4^cia8DekWgFNZ$|xlX1|3^gccP~9
zBH6ojCYlO5fIz&t5y<nabq;^_NH)paUK-o67Xl%uZjICB65p)L(Q+)=%B(`T^)P)d
zn#V#_0eF&rMndquIKUZB+dO?~8Y5j(^m^gAHy)8)f*Tba3b875v{^CJvH(2Vv&A}^
zz_TYdSxTl?nbT(i326Hg#D9SBNHxTcg{G_R`tk*ShT&S2OTs-4T5MVEDTAh{BIpDQ
zzxuivpkTH~SHN%mWW`{Jr<Akn^6!OJy(|rxnFMecMy%$FrtMP8_ZJ)Tf?s1S8#+2N
znT-9PsM#qr{&YX&9x!-z<++;?(FPye2G8Q9b8U+^a#~%l#^SN}e_;qTW|<q6Vd^+g
zow3>o!@Q#BuEv^3Xi2e28d<@<W}G1}1Xo3;(6ER!fQ`Vu72$hY2S9*BiavqI6vz;&
z3uVXZ^54Xt6FSPRu3|;5)FgE2t1`3#QWVy3c16;LWN?QgJ~XD*tjpi{H{)Sa8WBQz
z(A6a?T56WZ$dmZpj!=5RPa&`fL`9VyM{r`?5+$j~?GO{JS@EPP@WMb<PRzlq;fld)
z`sD+#OjBZnCQqJT$cj6(ey!NQv`}ZU8jC=MeXk406wo@&6pGYm-F=mdT`i*$-d8gh
z(-lXtvb3y-RdaVjcGMq~EGSEf#kEYg;NMJ%?%4h<!SR}$yy*L*LL5_GLEx@ValHQ$
zp3jGGf!5joA+Rr<D0f$B1^^y2alDyQsdwrD(_()-%Y~Uu^y5d#Ly4b#-%02XTjLt$
z!|?Qhv|M1b|FIb4I%rO(KZE8Je?!gWed~QyCLIsAr+iiS6gS`xHWbeLhWyUe|3%$f
z1;zcvQJz=`?(Xgh&;$tX?(XjH?(VLQ1a}SY5WH~<8r<F8w*Na*JF^eF@AKSU)m{C&
zUH9JaIiGWU;QQvEIK+I;we(o%st$;+lCMkRam9g2ZY~^IH_4E!<(qE@oU%ApM)C7D
zWf&+p@7>@Tzia}9s!Tf5?=CB8*dgzi<FcYNbg*p#c&Av~ek^+n0VV6r6e$as2x^%M
z_iic<uM1>lw+d<Sl~z}D=7~|Ew|WnJ04vp*3w6vkAU#7y4b3nA4V=I0C&@PbV^mX^
zY>6wBbb`&b#{7gwExXT1mKvD#!zbl46q~=P3?q9pJ4_8n^KQ!ba|vWZr|z8FV11rn
zL#eE27h%R9SA0TXkf<=44M+WoI8X@hP$U0l^_FJa6C5UXhX{(?Ncr*${*QdhVR@YN
zPDq$FO1$v>a`roB#U##HH1;aFceIpBo$>V?0|``pggZ@b%T+=dRWmM@m@QD}+OEp~
z&i}V%CJCmrdT-7JI?Ct7HvKfiI}0~kzP5>@`D1Ao05#}tsPXUm#RjiyPEBvINzS;%
z`L>l9Pw(0i$+)iw<lBDJ;40j0JqSEa_@@BlO~0}|8>29xiMSSIOua_i9bl}>%@DpB
z%bY0`*FS%cLFd&Kz+wR+(6}g7)b#>?0TRfk?dH;0k6>@Po^u0My6dVn3~&3`WT&pr
z$KKEPsy~|=27X^+=C|MC2wx=)_4J6(#yP&1<Ykh+ZGFx2dsun8-UYw!(uGh7&?&dZ
zGMf38f)U2fX{d6HhcvU0b&DSRBPM0V%I=PsPfNo8SB^FK@5Hspga{L&_A6|T<l!3#
z3V7OZf~^FY6(GV&9skJsbtI>twr_8K=IAn+JO}xsSSmM4tD7#^MLn;(W2Sc6Ku5Gh
zG-01r<-5vqr?rQS0L^yLHq6%Y_BcGD1=@$ZjaWnwU$!-)cx~Rb+P3lG!h;(4FxK+{
zmUt$se+}4zth%q5t&5VM5;eZHnR+`%7A_kUw`6K^>sv+~m6)VfX?7{Q5QQj`am8^F
zLdX=HpAi+Q2^4<ye$i~Dy58H<Al=`0O-KaSB71wDfW!`EL{e34Y*F&Ggdu@T^IQ(6
z8>GFw31b_7FXYy_4y0#+xbtFra}xgjBVnzc<;-fg0uqLF6kuK8Cxf{Kh=Ovc&9?Ju
z?`<-XVr@~hO;(y?i}U;WHyKId!+D&$F5N_5j+)UjQOeh5ClKVv=@J{ie`FN`?2r=c
zRIC`j+jtb<Nv#d^({8mXF<GiFzAy<fV-<{3lg`w8AOPa%aeyw$6x|1<CW=)RX^&HY
z7{&C7n(`(N9)Tk0jnc#sFA@_k#b!Lj(Ud;rp~YWf;gIJETT2L(MUDp@)v-ypax(hU
zj3w*Zzp8g8)<{2Tyn-0zK>0mq9-=vDURL!AOX2FQ=L1DE!#zfL4n{>;EuhFt869Au
zDTZLkdG+>MC<$TAe-9;V94Xbd$M<~|CZUVb8<FyM&uBrM`nmwe8UMOPa*BYVxvM-=
z#pdDBil0gZ-&NR3_->9hnHficL2C6EN^9?ca+41V>pVw^`|p9+g3An&k^#>Xi08k|
zjXt4Zq@MR%IHq^O3Lnman*+?<o3gFp#`(o$BP>tN4^n6t0ftYPuaIwsnqoQ;D#(PV
z4=021ZX-q3FEx}bp=d`1rcb&335KBuVyUrpN8?K7oe_Ree0jKtw+uM}k`sFgzKviH
z<Yfxi;GJEpyN5%7o3JF*v>i|XH(X{!O>hoex8n1nj)PvewkLH#OG~;#D*Y0;F49P`
zD;(ed`-DEsGB|s-f`xknPEbGMN<_LeS8jtikwbrPff0CslM=X&!`56_2-W<yQk6AC
z#kT83*33oAOP{3gGS5o4Ffom&@?Z%PHVNRk6_LTRvIs1x8JSM0rw0>qWn8m_0k&09
zR-z8Z(rbGP8jrG-E1wbQDpfcYZ@Dvfvreg}HhXjitUd{2VC|q)x0CZ1S@-~LC|9NE
z5INX#XDteH4aEbM>s!tcT2v!4p)mwM=b={9Gs#ObI1JN=8*t!!sZ*01|M5Y+rWr*C
z{D;+7erbglGg>CAZv0yibTGb@@Xif6x@6FdYOfZ_n*ty!G!+HM?*+n<j5Z!vC++i+
zT>cDQyKq+igLLl4?MF9ljci|B2=lLh_pwPBoUf5&q4K?s?1jt9A<0M(Pq_mrUqQQa
znLr(1W8tgLvdrIMSO0rE!vl{5L(h%5HEJWyMVo?IlNhbc&2G2;6mQlZ+u<2S;Q{b*
z#9HV&fUo9CzE-PHTacaoIgkMrU7a2ECzJ?!kiPVyQ_tml+sqXI@ZZ;poFYt(zQ|<M
zr^h#12@Ev327`b0!`C<T_@AUH`v}l4FcR~nBGG4*hU@D(`a~jBzdEKC*ZBRhvxvi+
zpXvH<cS%1r!6H`rx8&{5YE_KhpPkDc3mSkYDkdoBqNGq-xoeD;%j9ncJ-V#EA_F~v
zLa|Qu&UE;);s$eMCaxz;)sp^r)CWM$vbgk+nLlaqLgzu}Ae&@ufM=<B92^&XR`YW(
z#3sIBcmiF}4WP<qdv~#myFsh&1arC?FIPiKKw9GO#0s{s@@Gl@M}iDcC^L{FBr|6}
zi!2<|o~SZu;;`4C_<nt(Xyo2>m=aSxPuVskJX#_K@Q|WmO)pGpTJMKh-XMtx<tq{x
zC$mLuyLqrv-+j~bdb@`S;~td^{2JnEmKq3D!sv#ZIN~rx1Wsxw_xe4;r)VOZkw~su
zkoIHDr&d$(-|=x|)GXeah7F{oy!b}%2t{SYP?F}3r3D72scFw3%Tg5KO%w?YY>4T&
zWOv!myygv`IMJN27}dbvzGJ45u#*0Qx+7&t%F^7pUE%9LbAHgy)OdI9h`6`DQ&9mL
z4Pbh*MvbDS&pf?dAnV?s6+&trZTKF9DI<M$u6O?xP|Nw%TWA4ElB#M(^F4H+(rXzV
zFB<O7UY8&wIu^@J`s1;1;~VXo6mKu(%Hi0aDmnGMei=V6Aw6?C@vxhzFE;hbr+jn^
zJ(nabsfc*fw;DEL=-!v5fOiciT7Ry`A$%6hs+t;haVmUELW7Jnh=`Fh>_D&;6UV4w
zO`h6i^)N5MKFcY?YB%{^&aAGolEUrf?pR&dT+lcbQEUQ>j!k*9wbf);+hyRk`xwv4
z+-1_-mge^nw(zf&^96*82Q1Rs<E)p=?dNcJ({J&V-#EGdV3*crWjH1q`;c-R-Udyw
zWP~-l6&4N{=onk(uk70MY)*yr)|4Insj$SS^=r^Z`R#gtpO1VzRD6`cx8m^OxHe*5
zQA$Ue>{}QbVyYer<=d_yJyUuMiZ<Y~K>eBqzg7rOsWvM*C+Mj(m^)~@jr4O-)19)A
zP)qZy#q>6<C~rD>xg#Oz>~DV(Kt@&tFnDt<1QGdD2FG3g#igmM|2b~WP(%_qBdBu(
z?0*vjpibUdpH46^#umH`w<_7--ihmtN+xx)F;33bv3}ms>f#ajicS6yu{CTrdU!iI
z^g!)eA);K!_@@dplQeW^a|-;ebv6N!{JgHS%V<lC&~VwmetuE&QNdhW{vGT@gN(*`
zJIO8CPHa8#`Hz;opoH=*3%-48p~u(iH)88C{$oLRW`kW2nB1SqQr&fgO8H7i<6}Mx
zCj0}Y<~EsVrlm*JZ2cFjd}Tu>nqKC!rc|tx7u0`H_M1x8EmWsfCr@k-=^xM0Qfgku
zoFf4DpCLI^o+4o~SW6Ut`F&3=*TBOMn@wyHNEL!O5_T+9^&6sSbSo#W7&4SV6?4Hq
zD>(QQI_}VuTw<s%g|x2-Ks72?K@Lrp^`!!CawQdfrIAxC{xsPj{^~ehxyKj)T)Q?p
zmk!70KOy15IZ*92eGJStLs3B4G79)WtO4+Y$2BIzWO`w*f4j}RUM4q_C%69xGsznX
zXDP>7CKOObb}4i;81ut&cR*fLqQaj?5(aj~ms%!5X*YD?QyK)x!ZjaF9Ku{-R}SCD
zclRQG=XX$GZo%raXN-^=Iz+|yKPha(Bg($4sTKl#07+p)PqV#IXy3X$KaWTxqd2bK
z&<1i;?DhXfB;&C_@mjikti;D7X(m{7F~j{kKiJJCw>>##!Zb+A;xeb?aeXW))i3{F
zVBh~yy3hYqt7Z&fIyyTAz=Oz3-$R}V6yg(y4IT<GNP2Ztl<@J;+S~24D_-t69E+d8
zdn3uspW2?V{r>uBvLWz!EAU@vJ%85hW?=&H&w+plK8v@55A!aAn->H6X9LPLFmke5
zZ+)R}4W>z2CKh-|RvdTUE<ZMlmjZaxV)|wz0R0w|{m^~XukdGU-T=(P_ci$>gtNox
z7Bd7>ad(f+mzR(<Q{J{lewF;*Bs!wU4+Jcd)xR^FUCA0gelMM0I2~M3Wd{tMjXuH7
z*^u7`=go$5i+?hcQaDdYXh3b9|5k(Ehd$7@7}C9WhbPDFh>4e?5v~Gy4^A@<I<m~g
zSIT;IJa5fg=z&l5<$fQpVtxFFr{vtTlket;2eaQGEAhfN)1NLbCYj@Z-HuKle%v#+
zAG}Z2alB3AB9FVfKDKzSU9({aJTxgk>pg@lq587+o;q(jqrpo$9~itn-p8Ex*ZUto
z90$A<TPX%Aclh*8Psm4&l&Yq5yC1w*1>6kI1-!h+*(}wFt^PmoiU)(>r5`x;-v}4n
zUf-p{{aSLk{M#h;V-QmzG!?1J|2oD14OIvHnr<)F2B8tFIMct5d;7_Bk0OeZ2ijEI
zlS3PqR5nzFx3(<c)m-~H&{%e8Ab{QG>9+CW51`d(g&gVN^JXe1CCc}7<rt1=J>W1x
z+<aY&l5VQjmx_)3-}vYcez3C@X|Xo<RKaw$h#LC0T~&fP_?gVPd_0Z$I%BJ30~u+Z
zuMqxjN4!@zyft5<xL<-tw?V^I3UWQ}B@X=46%O21|0!E-GV4t1d@P3ZHv<m5Y;nSF
zvzUbit==F0*2N1;0RXr0O3H#2*>!BnC7lOUgPb+T9br00PmkTs-b^c~d5P+Ap!je=
zCd(UGHVY-_cckG@<kNaOV4ELzcvL*sLxx7LS7bg|J{Vr)(O(2}7v&!%w;A~SlpDHl
z0Rq{xf4#ChcjGgD(uJ+BpXR+Itzzn(=Dq5sR_r_ar4F7~_xfH8|3yj5riU;9NW1&K
zoHW6f>&5%;+4Sg#f5ao&)$`b+#_MX9n|nOo1bAg<vMcyeA%|4@Gq9~gD=a7$nPzfX
z%~4f*gG(+tJ35rrH$Nl!d>#xpJbGW(3qW`=kg7D)CPtG5rc1T1Jr4#d7m(CNF8)`i
zD-(J?tqW$0mX`<I%G(iKjo#+Ne<adF_O@j3i^GY0o6@m&<$XA)`vAZ5c;*wRL#PA4
z1^{qW);3R&^uYkmjn63Y*#=ndf{DX7usd=XlH*Tt);uADKE7bRPO(OcuU*-F@s*1y
zwbwYg%==|*oSnWjiUC{A4I$-eOx-8z-13nOvrvaMO;p%d?vXw_bKDCS<c@;=Ck^CU
zX$-gy67he__M)pJ;&a@KN%NH0v51%F9wz<pu-7;wen_?&4SXItaCZ!Re>nBpi(jY>
zknZSo()^QO`%8{nO5?S;C`CP5h~0rpHWp8#KflBN-`SDvs-qy0R7Da5z#WKRXzIgX
z-X->R5`zq5d%z@J`9goteqA~CM~-%VnCF}AxtrYJmdoxUQo1ZxFSvEX>g3tR$_ix4
z{$EFi=k?D1ct)Q8i&c?nTO}3Je4A^<*TUM``7#BAPW3Cy<ki_Ak=GXTPzH+e-wdf%
zc6N3S4x7z3xFrH$s^EZH1^vzVS1i0sMSe>Q2Sb@B8#~qj)r2^WO30Z6JfPA%GlK;x
zbz^zibG!dbRi|k^CZS@?yOMIb=*lxPC47pKT7Klgfq8VB7n_f2Vcud?16att9U};*
zUE>@p$CkDcT`Q>qb3&e(2yP8aeN5!i!)*N1nIIIgOIT57pPH14<m1#Nc??3d0*J~s
zwM#(()X{IawV^NHe7lQciq~F~sBxf1P=A^2>?m=%?9A<j^bJ><?wu&$F!=rtpor1d
z!T5$5R$@9<3CT>$FPlJT1`Q;$Mn(_plL*)g7Ho&~Ea`@Zs0for3IJ^^%s3ZRe1q&g
zl%@nmCD7B0gBErI1sNq~=<9$P7Xs?Wk|1yFjfWih)A>g*e`IPbBlH6Sdt{wFLArdV
zGLf|J<6+UJlOrcTLNozY*}vn0Vq85^2kd4FD<pbr7c9!er~0FV=hx&+B~oybWBrFN
zO^4|Z$JNrRojw3NBVWTui0{z&)@*_W8BX&OnbN^^C?%F%{iknB9T%)_Td9;;Faam;
z3VS#%Xk0=|H6pVF8<dV<$9Ypz@^2Mxz5U~7>nPDiuI-OqsQx%{ByTF_&$T7eYBUl4
zdcGCXLvA-F6Gj*ZR4F(eF(ySMQkWk(e+P|rlSRMZb0W=mePy~Ea1|)qMOQc#C9riS
z(@zocexu=Vbxo3fEKMsqNQCvb+BD83<tfQQu~kzS1dr2Z=b<SfkwUQNO>>Dkx$8D(
zMD4^IvSa6Cp9Ly4iuZnPJSYQPtd(ABJxYarP~x;@HB)VedXX91iaR>tQwWqA_=8gK
z3r$}Ia<iq|zZI5)lXmWRFI9F{%LFcL+X1h2{^C!bLs@Hp!;QWl`d<6kp7HNuYr&3q
zc8FOJkR0FfLp&!wZoykD*f2*E4sD*zVdo9*b%7UnST?bk{uL$<9!Cjm;T)#1mV<k3
zFb52PWwUf<V8t<k|E1jdc!>_5>hN{*vxizNeL9yXBX)NrA)^mmks$E-<`TxLR-PZQ
z+GJH41cAa?#J5VT*I*iDCTchsiB1!k3?{8a5B?C!wdX|7C1_^NI!&B`C9Gfg5XN6o
zNt(_C9|uT363^v%ZIdC_Iy#mSVML4PV8Hm@7*C)<e7@yyHhT+1d?d`F3r#?Ww$vM7
z+h)QV*z&~Emo-Ya*rJM8$CARrhJ+(6FeLY6nHF`8Mf6OUd3~3vcLu4IX2u~d^><<&
z=qBKDLQzr2#~ubh1EU%So)+_ihkXPyCD<_d2OIrFe|;M0qGthP2vY?-x6q0_CuU-F
zEQZqIn^J2y<{M*NKC<oU<SmF^eVmXw{b(U&ah@(w)LMpPhu2t1Q3=?oQlKAs+42k|
zcKTI|O_Iw!ZR!gFOr5NBIxa~{v!jmvBhh4na&{oW@O?o4S9}%A2VBJbfaBO)O%fdN
z_*#tR3~zKR6g_~<1au)+aGF8GbG$utKwx9JN^;&FaQ$NZBO>55ohWu9gfj~QCw#e*
zOsPRQ<JGw4O(w6mWwfQB%&$FN*|k2J$vqv_Fyg%{8PA$HSk`H%Lqd|=@E6mCX4P!B
zwSL1XaV57`Q++~!>!uZw;xv*%&+kJ?oK#(_UioR-K5YBlc&}E3pe9Omo1sm4A_iV>
z#6lupv>6d11ULLNYWUkNhD%;f5njxoNk;1}T9_l~gAo&0wCPmX6M3FW%O8p!)yAI6
zi13N6Ev3`K>ZAy2$yW73#m7U+UX^h);?en!;Kj&m^`KY^vOe<}&rqW=Ra*j!(jeF9
zFtXc~DntQqt6#PQs=8q(R(GFaDXo-6{8Hi_)J=-_9n-!4|B~uS<o}nXx>k6M!Std%
zx#|CUZZr`7r{b62gO-Wn6>AdY(V&h)H}!B>7u^b>LzmFcTZM>86r!K`s+!1Oc8Ag5
zpKivP9U6<CCc!SIVo08XcnSgWZbLujuB-lpfHxCK0%P&N#i-KhE$5`4*Q8NIZ0511
zO}kPPua~`_2iXqN{{5lw(%950RQN*TMm!kqd!y(>TfA>q1E>bR*JAcyskiE^FXlZk
z+(>iE06a=M%VVMoIL!4xBSUJetW!YYP2n?j&Dlu_RNItRx(C^$GgeF(AiSKMmk=}(
z#Ez9~>0O^O)$f<FD2%{WYqjN-X%E-I-tbJTp&c0G?D(?JfB6?EX^ydP%#jGeYWEFv
zAY4vL4JQfUMs{|T=-vU&q_XNUfBVV>J{VC+sQ2q(r-oMF)L1b7sG=+#FrTnO`)1n$
zWQm@wvE9YRjXU7Hh0e?kyJvk={ROWRC~d_j#&wzj)ZlZ-GZlV?ym~jFer?fpHk+v~
zM5dB^**!@VuFhN^IW1<uByB9lqc(A}$c3Va-fH+Oia+px{F)G-WA%4Ho0V?Y1Wc(d
zLu9Od#h>cNtXo}){^!fB)f`o9NgR?S_?(LLnikd^YqEW`y|~Da!#q@P80Tvf)t?Gy
zL|5hm4V6GhXNooBd)cdKnfr{n3tiHb`sOo>h{f(hU`A45vQahnk##;!7$OY2+iauo
zv)FXZzV}346-`^RKzY<9+H$%J9>nTgX_Y#_4YmLz;@PwIk@KV?`C6hk3DKu{8;;Pk
z<0REfUn7TJ*UAL))AK|XQ&wEud5wkumDJh^fr&iyQaU-az))Y`QO}n>F_erspP^>q
z=4DjWB)($<H<mj@7bJ7vm7}%p-#Gh=-D$bA5qL&H%#A?XG=%pezu7({^N`4B5#SFy
z3LJUSvD#ew<Rg;*wDU?!IbD4?(MHTls{BLZs|*F@q}e*5-vMh<)R0O|VibfI_YTa|
zjhL@6q8$X47#7uZTKjpQduOZfw1;-uPmjzZam$@&wleBOm}Jh6^~XNp(=%#p_P}m3
zvfAdCC{%^IjkPvkT8;N)yW^B+uGCoNrWz^wcfP;O@q@wv2eNOv3EIPFUrBxYgi(nb
z&e?c26e{7Mi{Uh~+ZMsVKiJbt<Qx(mjbKk7?8j*pq9j;?;VS)ZgzZ&8x7LEKpM?1(
z`X{_KHxG|f23T;Xqdti8GG;L{7UdzAq~Lmez+U{>Wsw>QkzHKQF3sWl<T$&KL@7aG
z7+c%WkgW3-`mBboo{Fsu(6s~8om4AcQEK*_g6c@R8BAkg5cooA6c8|LZE-C>zwT0-
zNJz0^h$y5){T)hIRTtq~Rd}It$_V4fndF_|7>ak?LXB8n23U;2XZo8{mBJajD)Qzu
zM>37b&`kBkz>b!E{@^h(b>&~AL$1YRfZE#mmeouF6~0PGlXKTnEj#rsqDt9vxQ`A9
z2VGP2RfnlKcx$?vv2DU1FU&Yq3|aJhx}kN=SC@uebE-}yg2sA0ewsun5Yyk6z#1Cq
zh6iH4>aAy_*92!H)YP>%Y=iE`)HL}OyTkEF1TxC$u_?l4(~RlC6ZzPzI$3F&X;g&!
zNTGs4$VCmM$fY4VNKb2QHf7OtFtW!`oP<oT7GdzrIA>E8Som)gmpr~Wj#tGPvb|k!
z;DLggRH=c|N1^IDaW4wCtgz;F`1$zC)*k9hM(%w>u(Ug>RJ4FfCrOWnC8B&jBxQoI
za;<^=Y{e9OrK=t<M*##})guPT3gK7+^^yq_)6H-PC>WW*G(9q6Eg@L9jfYA;?AmXd
zNiJsQr8+2K4QsiJty;6D@J?a$<cyRB3!Bedm8cNfo`##W0xPu_*Bnk0W_16%d~Nw?
z>k9(>5~)CfKbCcwAe_rMOd&Km0sr<{CG84*9yPy<+s9EsnrC=a3q<|fQ&3}p(Ifdk
zu*6gGW!-w!^J;m)nizXm<Li?cXhMXV-~C>8Gb+Cc0$|I$y5i$hqX@m7>mV1;kgWjv
zp2zTW>}8*#2#(`Jv}B6`e2{QWuGcN;kBqG+CnGQ?%s_+njKP}~cpDHv`w8w;NfOr{
z#klYhrd^&#k_ob}>3UB{(Zfj0KJ9+oVDoY+{y`n0gHvQWgAJ_l;{!4vgI(>J4Bp}e
zXkxQev4eb)1q>+M7WM<+%R@wSO4ul~PKzwllq@nd0OEIIau5TnA`{9D&{0kf`Niy4
zfn6;6?#fE+9UXI)3lht_QeeAeBeDsX_Y%BR4HlEvLGz5csP{#K7tP%CH<c=1ISRLe
zz~fe`8gwf=CbepwR*z|ZIi{=|vaoC@KTwni^K&M2!g&(xH?_2)m-zcJjUp`>Mx~#a
z;;bEFjWq-_@V`3eAF4{p?F+nsMhqp7BB<wQuf-vY^z+QGzh}~&+Yv?Sn`inqnXoIv
zo2}TQw@t#4!;`5QRWGL;mIEviYl_ceZRn*kb(l$uEVZbYzOGF!1gp9)mh&&HsuTGV
zH_T&&r`oQam{e=|Ed{?5)hBf^e35ImCSV7Iq=~lf^`}wQN&ZKeWNS;C%I%e-Ch%^N
z)<z|xx5{3&j|-oS+q=0cM~+1YWQ}8~C2PD^e(&<Ly*|PfT?~+%`zl*6t#KeC2f7F%
z;fV%kYc$kZe>vCm`S->qQ+ioH|Al}DN#|#FDOt6!reDv4BPPL~#Q+Nw7?{?e-R3yy
zYpGzkL@OB&^!24G-2~gY-cyHwFsu|_d0SKf2*?gbqi(D|%l%?}q#SL*prfkNKO}TB
z&?ORrSSXN6fSmGr9+Qs(BLp2%#Lg0TY_U%!nNd&}OFqyeMx-B)NZztCo~{<}pywN{
zT=ti(iN(m%44i+z(!CX+`BIs7WNtqnmc%;-+pgsPPHFc(`P7lMUtQ`WBy7q+AdIxq
zui8wX1Pf_>y9msPWp?Xg8H=sXZk$ccz$~w<42C{RX#N$)ffCJFByar(AC7KVGFS=F
zu;r0loTFOEDh?Wr6izLNyY&DHuOX#D3`U9ENMmo$mX;YuD>ckONZnMO*-{#}xW7}V
zP%D=EUL}kY5~%975qg3H6JcuH>*=SwwbVzm&#kiXVF2_%UjHPEglNI!S@>7w?<fgI
zElp-8@Q5cGnXFY>@ml@zWT6B<RKli<Z_Gng3e8EfE&9(8Y|P;fAycGIEw)9l)v;ge
zGxw39vt$cbKrl`5Y`9_n#4EJ>h07w;as0$7?YyvxbbL_?A`<U2=oh3l$oLK=ppJEZ
z*GaaQI+5)}WimAg*pg9z=o0XIy}R~ZiSP?p9X^|&hzc*6_qR;cEAkVgH8FyW{m9mP
zj6RjVpUn>0JGAZOtA}L?;syHP_MuJ@0EHV<u8m0y$L;m>UPLIULJDLXV8V(CFj<gG
zNhyoIqxTErb!2XQ0^TvwEz*?dvTt(gTGp+l%Och+#H$;&kLmx?6`P(AMwjKKAQoc8
zsjq$ZvzT0}CpmX~&8tNF$-$QC6<sFUM#|lM3m1oO4@*BeC~?k|5pKG}ce<XyCIt={
zk6kFWUZ|2&WA&{LhM5~sSz*mCAm;cjML{-(OHf*$vpk0uZ!mAA&)(sbnLFv!W@(w(
zUjUh2DK~9-Ha=fc7Asu4^~FUFE-U(;0}X{6sSjC(cHx$Q<%R|^&i)I%V62^MIHoz3
z`;vpt|I4O;sd$-(mk}Sm&AE$cu2^*C+6^O3a!ER&)i9jaNspzmQAye@0pagiQ!%Z!
zVPmz?ON4t!m3EErGtgIbhf9%W%>s*B5CF~%un-o<@&eI4eKtPQ2)e7S0Bg@3TZ!NG
zJ??Bgcs<sXF1*q2&svJc>pG(Phll0(vMh8<S!o>AX3_AN5D*dQ5XPzV>0pH*jgzIx
zAce~lXLuDVywa6#d8eh}CxHaYKxz7s@mKo~Afv~H%Vj&K3O&784cNl?xMFeMy!0{M
zWAW)x<MxooBl#i~jw&Za9vg%7W>gb!Mfybwospit;O|(P9TlcZg_Ji)7+SU$4;S=s
zM<I;^v`&rX?Klh(Q0`9^&MVFU5%m3WD-A3fwhWzQLbp%yV5FrU5FWhfd9`1l(V@1f
zj+w%qQ~7fCVKSD&4tkA+uS&f2FI17T+ado4zrU8Cy3acZu}=8y4J%6P$C$4ZO@0Z3
zu93)g@xBs_5Y#M`#n^zbbMf{{&VEj+>?tK512nB}aEf&1H)oNsR=>p<7K1GH?Zgym
z)f5<p)Ctb7$weqO3kYk2g!G~YeShiisf^K=8#H=1<~7HgdPXV9O=Ju76s->wRwt%3
zb_E)i5D298Q6)lWzdvKg0f3MW@AIii(CIfA$)%)xASvU~BZRro(=gIlY6S&~On)hB
zJGHCPRc*-lP#Yz!#}mEK&;p@{8KU8x0o5urYvfR*@7iEpp1`YC5rq+jSgxU9>yCvV
z2R8R_5|a6XAi3QtH<C=B+!U)RUeZsNc^!Fk%5P0`jUAKnH?hV=jU(ob;dd4uv6j&3
z!B0&LqaUchmH8&0&yI?S^>=1uO4m>TiuBnzSf0sHRl>+pxs}_*V_&IJtOWe^c&dag
z19Rut<LH1rInF}pGA#%;sr%)KslKgs-%jFrKv(|X6bxDQ@K@PiZAwjxqqV+knMUDd
zgdw6T7$DO()YJ5fDL2RqI9VxZ37?EAWY4}i3c0T}!HmZ-DUkF-IvUZ(YiVmo2byJR
z9bkkCK@F*Zy&Ojp{gBNLn?0tNTsEl{LzwaI>IxF>*#9NI;7~Cj#cE41P{C_93}^M3
zd_}?w6h>#LDg!^PYZ(~0T>&KMcyK3iDF8_~T=aVxiJNF82{`JnY1CP|Qt(DTt@<~Q
zLfel}y;J@^K&q*zlpT&uOge1Oypw{wzef?}PR&2%tN|B0t3Gpx1Nt7cVUM%wZ))mA
zWpj6y7IQbq<BbXD*&_;29S+&yIbnN}BCPh~yjc<pG+j$VpL^u+xjr`(b47GjX9+p5
zrCPZ=_=FEr6o3dXCsG>rbr`zhU6bS!x?&1<X=&Scgwqu8vijlDm!b=h+0|H<krrj?
z?=vp{w`go~S-q>hf4hRuQC3Zt5ZuKb76aiU3Vf=juf_T}2&S_y7vPer#!UjwyqB~S
zC<DGU9;w<Z*km)IVPWRY4p5rwZ*kg4EiL)N6|{Jv9H3Lrhri+FYdow(8=lks<cm!}
z_d_8x?&TiRe%(T3<mPTWEoLepG9Qb&3e>!-5wbiw=-WeeU`ME=p_LNy6%G}tR;>e7
zB(zK{mhl&xMpxZ*xr0NC3c`!!F&m*ac=-gVh0X4<grTeTp%a9mo$(mbeylK58}&HJ
zED(p2;D^yb^x6s!7x~#0@aQ%_m?CfrvTdzmWzpmNmpNj_&Ll@B|BmS)GQ;7s#kAbe
zXR@tw_D;?OT@rJUHni4!Vp*?36#*w+4kIF{>W$a+QM|6}1DoaOSsV&<x@5wGNeWY$
z$8V;+n9w2BeeJ9vE$EVy3la~1B+*WSlQGB8;iXs=c+AO|>vEHq<9>%C?^DN=YYQ>s
zU+^?tb6QLhK?gOl-XhSzYpRNDVeD9^AK4;MvpLIPZeeRtcN?@@ht~_2WQrc>v!=>U
zE3zc+9M`VM2BGHr9SJLl{kNq4NY?1Gi8t{E8+jPI6_lh*^N?`;)pQhHW%3*1f1Q<s
zA1*B6IBa=a&8PHD<tNHYHf#q;sEPu#*_VTKBSew!+|(49vi7BwR4CA(e^aZqwi(j_
z*Fhp{s<47<!$#*j?wjg&w}L-|Q*&dANn*|1&_){sNU1TY$>2lnVz$0fQBvQk&0VwF
z*vYkK)f-kN{HDy6n@X=2ujy0SAVj=cabVPZ;hWxR-Y8skj|qkt^(Zzafi(_FO9X_u
zi<|vq>2?{~H~jP1U!Z5;ok|#rL`MLy5?e-tyI-RMadywvUE)qqe2KUF$XDkOMXXu@
zaiZU?75Hy~GoGdS#)K+qQ-T<6P~~tHK%&lg=+|0|5u_z|$400i<AEVWH(&qX=@~e#
zX5R~Ri^Eo`o^7eXxz)bDnb=4X2ho5CD*Q|QQMS4(cZw*EPQ97I1Hq}h8R?M`#gfD~
z&(+lM!w6ZLR4n>_2G0sBN(Uhq_J#aL5J74LsTAKk`ue*iBXqx&2(`cS%$Avg!s#ru
z^<6j34;@%4n<rh9Uj7yq*#qmgD)<^h`;JG9pyqdmlJnKBR^^7(`F4*IdlTInoyoIT
zTgX_t&Y*zX1R^QHAD|7VPW%y>GSj#G<YolK)!^NQO1(;3N<-j8mcB^&po&I7&o?Vx
zQtv`E&)QK-<9m%^+=$iCAoX;shZzx6_LPitPH=P)bOAmKMVE!K=-1#oe=!oPA{aO4
z!aY+&%!At%@$N{RNmhDUuEsaU{umY<_rxuQbftW8B7hXglmQhglQ3F>zJ|PDT!Pdu
z^+5a_e2tYdLgvKh8}$OaelbpqYgD)0cT>+SHe1Y3wI_;fQ0$(-#o!v4-1~pj(&8El
zMN=mtbsNI<%VE%(k>@vls=bj)Pq5qhD25`It5VyPx9Va&Bn5tRR4`0xuAQ|_4f)#9
ze(H>=XehjzNb72LT=Wmeb@9hCr;|ORQcoO?XlIosCS&Mxt-940R%9fy0rkP;2EM7l
z{ne~|EwWDPB>mw?gop3Aq3_~Ulg%<-nX!NT<|ux?c-tJT=w*awj<A>oCZ)Sd<8Ww*
zbSn@w%n=dLKe2?Zcn8abOfIsUbqZE@+5W?dm+yx)bZ!Y{Kf*mkA271R7%F7uvzoIN
z<Os>a?MB1spB>TC$+j)3S<16q;TP*CHv_Pwd^u~)tQZZ<I(?bz<d`Z<_OgL<#5+*{
zZVXEu4RLrDv`><*S}%qnOv)q8XwlIA)*k+TyVox^A&K?UPRBj&!<rhambp^3Js-0Z
zt|BmLAN*$=FsD)`v39uHp)Q0=*X8>Ue?nNr-rrE0RlK=*WeDQ@CClH_=P8bvuRJRr
z^+kpM7ap?*h2Sw}rBGOE?6V2bf5ndO7xV18LZ0!DQ8%W35f3F~>o9ni1U^|?*en6k
zSD@SWVGMx%1tpkcG&>Qr;i=<6xAVw-e~be;U@O8@Y4oy!XC*v}_sWi0pWgeeszIUX
z%J>1Gqv{p6sRNxcoKFGX3>td%7f#NaC3lXISD3rFxYQ&;Sf>lajY&7YlSaBe0=W_i
zFXzQ{vQiZIzDW49EyYvy2VhHHp^^5Cmqh}zbB=6ymAHB8RDX<TZQ=qmN`Yohe~I`G
zz7wYtZ6@rmypT!wE0dA<p+m}j3dy;OJ|cp`V!$aYgJ8$tj%9yQl9`#A=Sl1wU9;>#
z*yY$k7MBZ6nt5e;Jdj}otB4E_ff6A*MZ2_-!m!}o2-(ibF$_5f&ZyapOq^Z>e@vV{
ziCpD-7tBwL^J|1V5s=_AMKXxs5B0$W9bC9Lg!_@=3Of${JX9r5;2o7s`3M8R=&VKR
z&qaszmm%dr2>?q~WU`jd&p=+`f)!ssj;}nNg;xp&O({l*AWhX#k}<?JWe#Z?=(cqs
z=7DSsWV^oy7R}ddE|zPgP71?p1Agoj(Tg#{4jkN!qB8aU?sva@kJ8qhM>*R#8|X6q
zYqX3^C*_suso~=Xy&;cF5LfaKFXpcyt$p?;naT_^n2UcD1g<ZqG*VX!_4=Ew!7*GY
zdUZ^o4=!Z!x~2hZ^bMsu#4Qb<8*9CooIZ-rHq>YD5Lu(f1WkQ2$EB~}pktMd6KY(`
z!%jx236G~ayN|~oRtveZuB&Epk8v$b>?3M18WU$hHKx$TeX75)ain}#-P4i9mtSK<
z&Q0=Z=~WjG2^weNt7c=>5@V{Yv^1;7S1V*`-0Zy#1D(2#rXZkr`AwjUA^Pjl386-p
z!%1@3rD2UI@tM8x>b*Wp@n0LXc!YC}xW14MD)ayPCdeM}b%A#prIMaf^&C^;7h#mC
zc`w4M4FU4MyR!k||CaBwIA%+j)3@vu4xHDwa6sxLW37UOXZo>GD>FJvr<ReRY6#y=
zEIJJiUyDL5OQ@`K=Xfbx3qNa(cR=qPT>U3>Z_ywr7KMcYF0=k#b=a-*nC`5!H!5ar
zt*8MSIe8!NWuiYE-ftPL<=K|SB=6Qkg6f_pDDs8x?Se_W9iGsd^iMQHjL$Yq%7qf>
z?dbS@+WAo`fjZJ6S@WSkDo61y5?`!A=3BG$#5aT^|LUB>d8o;x#oN$!MFuGBR{xMy
zo~?>poO3Oi-9yozmm_y<0^V3==G9la`22-@JKSS4isGtJp}6YM$*tr|@-^x=U2VVk
z3%!GmYy5%QM+#H=Q-IrcL7eMpt1^D|h8g~!1yrP*Q^B&DE7be7StP<_tAmtHiW+D+
z17pEv=RYC4Cx9u2lXXP=c6v?vJM#Z{;m57*JywyaJ%P~wP$!FP8AQ3d^-31+!3H5g
zPEo<siJm*R1!2D!q+Zx?f>?ji*UfN1p{Y?OJFkykhEY3$&+md1KM-}Ul)QkQ5;d(R
z0{;>_)cQY9Ni6-MnV7j6r0)m2E_TT2sNe3k4Rn0EJpS(@g<2b!?<vW8AIoB(LYAHV
zs&g6wri&29@R@|LPdFJp_%dlu{O0WK|5YPEEC#`e>-3eR^TKkVHkq~;w=ntEsiyX1
zXZ6IWj)P;33K2y;eKOd`8e`htlVxXBAM5geYd-luEp#`C`70DqwiH~?!nxtO3vPg~
z9YF_Y%4~XU`gv@4S-82mdDI77gvz}=ZM8H<bcV1FE%zk|8$0$GluVfRJUumg!Ra;|
z#OZ1`gk0$Rdj6=pNH7gWjS$(??Nd+~^Y_1Kth_Ovs$y|lCJ^V`qGcl>%yvfDtFErI
zd0W}tRarQ&O;e8Q*B~XFW;Q=)WGktWKlYx)``wbimxi`AvS=3IwqGKDv~=I$JkOIw
zQV@n)X|3W<|4S<gyG@mp1Ag2sgW!8kon5&D65{}1Oyw@y^krmokXx^<Wxi<M+-IOF
zLXf7hV`)Ui-qZMmGhozaHSf)G2o;tjx04)vB}G>IDj)l*jhegfcR|d2f%mg}TX^k|
z4<m7JP~c^xqw!nn)@aVXN$*R(m12-SVDfPzXY$zTvwR3ok>j`Pga%3G?Gp13{Yp03
zN)&Us9ku4qHZ^xONa@8+k4r-PHY0Fuk6y{G^+~(qcE4Tgy8FBwXD-+aWBrg_SEp6P
z=@_x8>CKV{asQ9u^}`ZF0B?O^8E{ImUG!C<@htw+QcQJoKSE9p$j>)oeARQ_UbYxD
zJ?(^J^8Ig<+~{{sO4T+;>2!)!Mq*I?Haoq<Q#}l-zgsQ-G-`g{x9MxSAk_7>?ox_y
z!ROz%LpoCoZ}S0oX$p4N-m*70*w+0C{sF*aCe5S%<8I@N?}l&BE^L{gFRyY4j@|wr
z|6G6Q7FglPp(1U~DUftTGnPx;>^w?1Xu6aAKnijqO+R6}oJcA9Ivomi$nf3w>V^pu
z@8*SfREMtK^u?XO{@V*FNq3W}k0%Ec?%PvDe=ehkvG>`g6V&c~jr&IEq#-u>43|uo
z8mAap3jO&rNfWJi8vjENoyz_N<t#l4t>63a;h1mp{ACcnAi9;H-!jPr`R?>DNt?GZ
z?PTgcr3mgL+f%4A+7J__2b=E*>@uX@8U!6Unimk${I6&CG9YmOhwJNks|aW+muIPY
z)Ky-GHT6tcjt|iWfqJc%&qw8C2C&3s(^|_fDseU7yXQDZ%ZT2Fu*YH*z$!_jqqm>s
z`*ii&xW<Cr2y)VDZZM&-ujh7Jh46%Di`wL1D_BM;yRj~HY+Pd*$le-L%1PFHuaFYt
zbebhXZz9X}g?d0KDx6UiRCpYua@tHwGegW=TZGV+t&)olB4OC4F74ar_bT2$fDLO2
zr@30)#k9q-(wAaGR@3CQ(~(C*@PBh@IZ-sDEtPosL&|1}Uo`sMT`FSU=J*Ky!TuP1
z3F+_z@PG&_na>G-D<W0;PTE@!wlyGC7W}Sg`B;c1-jU=cgeNm$CTyTvNpGbw?M2_m
z$j8`T7de=@R3CggS<t0K&YRX0;qz}f5h*MGb2wap&jd8yu(7t5Xa7`FSLgWggDQLB
z@84~${_%w(3DhD}Fu9LWTV9R^+P(r4KP;qHTlHYjAt?+&Nz6=BMHWb7F_i<d&{tE#
zeoxQH;AG#|Z^R?BLvPzp*GW!AO0h(N;2MedLLxU<8p317Hw>&5tYs3<e+9L$uk`H$
zRsN2QP1T<Og?G?lD5vsjf|8vmORyo~Hogh}sY!c%cyP;eVScaPG>!%L$Y?sCBUmN&
z7yF+^LT%<A(^W@}wUE^0WaK`B1YWQqf4WuAO^peoSjoSGDASTcg4NG0Bo-O*7FkS@
z%YGLeFBh;`!cA*SZ0D{p#4y9<>`n3_ZVja~I=8$*8T3_6w?6mD36#kb*HrVWgg8E=
zF@}ozVUSuGidNTfwPQjQ#(CH_j$6NnAF#qqARa2n!<Nuv8I7(Yw^+!liQO-v&xg#i
zit{pXo&Nykd^sERKSTc-*#iz5ZvV5FuoLyAto6lMH1_?epwTsH+Mf#bj2ASrw=XeV
z$N^}mZ4pYr<m0N#?SLp*%FBtwC^E(14|t#$m87+wa4FOAY_3JQ<v5d1lj2F4hsOU2
z8)(8s@Z^c%R^oAcW5>kTN1kEwcu)j4!*2h>I{ZN|pG4x#7d`?e%WN)PEds67{P`>w
zF6Zfu$xJ_{tktnTIq8(^?O3Gf#AX+bb~y55|MiKDPmuYr3_7(h0@ozfXx8WDPEeDS
zuOpJcInn|td;B3MISeUr+{n1Z#T_dDbrLD@v}Z;dG*K}W$<fVCu-a&I#WYrEiuiHS
zjFX{CBLZwhr?$bAB%_dS@#|X{1iE8;4FP~dkG)a}<KA~wb=APPxDk3%yw)bY-392;
z372WUuj389Ur9V6YR%&Eb^Z&*%~cEPqlSS<z^~AHf4MJ8hG|r*QeO}Fd`|^u<sPKa
zDhNAVwC$px<awXatF(dna4R}~Lga?Wx7+Eev<+H?Updpf6PY}mr@~FW;8K=N@Mjp^
zCML5+vziQtT1bGCRj;{C^}Ua&P3^ny)lITXdq<&8kHJo*3ZHzxY3!s-cJqNwfhqCQ
zyB&^T`3silWX*2uwsXs%kV-8x&A?tz67~B(XOVZ8;US?zKArfA=Qk;x8)OMiNBgB}
z11>WxY=Wm9CZ;9QFE9J)ZMFv}Y=70!Op`yl%f-i!o)V-rCO1u>eRm@;wTLJQx#d7)
zP3DAp_2uXP90$)V@V!6&B$;(8bU)5xuo?c@<4A?8>b^Pp$zv8K$A}`1LvzgvsUt_h
z3{1D0x61fS0I<H&ZFFR=mBG{j6j48<7MoH*O52|A_$dqHl0E=U>}JDrOY@*k+Y0{{
z$eLQvk){D31~&Cf?bKML-QTWO(0r$E!o=PncZ*a?2OR~ye*Q+^GLFg<HFtc9X~iL9
zao9Py!XmYcWu3$lBqJi`l~CGM6i=1i()s83Vqs%fT!nkFo#p?g&A~AF*1FIcjd{pb
z?7VvQGyD7I9h_I&n<^41O2`MQ{;#-77S;rwDDUcuTFPq$q;Ilk3%uwRl(5k(W~#>t
zbu!F+fbg+mO4j{d(s2I2opHFk0)9T^X%8>epT@DRGKu_rXhoY#d82cN-THpE{|dVI
z7fjfE)2b9&sLJxkF8K^7Y?DZDhI#D+=~^qsf3(PVI}%eS#w4FVQ=Qf;A1Q+Cf;<c~
z+_hBn24b^)sOf?5R0U{D)-k*^)LAw+%78b*i1FiDeVn_Aq6$5B52_~&Q)rsoF~+*C
zhgBQL%3pjw1R=o*+v>s)1YnCLDeHF>F_5V0PuUOp72A<`Vs3Vy2U~7+23+<KSY&Gp
zi4W+fOr(75iK|%&(h?TOEy3ph`s~_`7DhihFFIlX0k?<K8G)>QmwuN%NQr~~Q{kyd
zP>cU|!Z|m6Z}&3{)V-drwhP2E?Ko`LJJ@;EOo3|RkKFc8YfH`4w=t4O_5*rDrfqI6
z(?;mqID^ERP>Sd{O!^Cs^CqnOureh*Jd~7>7fS!C!0_3DpLcwUKT45ly;NRxvaGbC
z^V!#x)HINY#vu^^QwjyfBs-E7#;-Bm***;^58xqBoh=3vOQRHr@;AqW!h<23v@iCU
zh&m+%JvY>i|BOxN!0GAv17U@<!5CuUos@Oo^$(I5q2_Df$i*jI;*N0(d(~J_0z4d@
zc9>~kV>SKdhiBGzMs=s-qC}^$w}N&h032_`@Q8WBdVZ}|F!p$n4KIVk2OZ(kZnKve
z5T?mm1^V1ndE22Nr%9zB<Z-8SWY?!4y?{#)n|!{J^Zq^XHnCCM8y|oi1Kik3V6`-~
zY8f9n3r-Xr-ZCyE={L6(g1SL02#OlxMgiXj)#wB^`ty&%Vwv>(LgSK^;`O6Z<Glr5
zOEf?1VD9+BrXx!+^EO9SGH!P<k%L6qheSc5ORTX-KcsHtgoclxh*wpn$Vt7-(V@Bm
z<~({}X8J_4ICx(t;8tQ6ll%-PkuA$^{NBFZf%@7Vv&gd?kj9pou6mwb!4XSGX<V*@
z27iu&Tx6MI*0x3=W$v}+zX*$DQkFTbbowddv15wdgX#)7xS4f1;hK~I<I81ab8fEs
zi+{<aIkr)I0-RSK2Ike%e5*JYBA3nl)M74Gp;Ybt?atDBcJEi&Tx<FM^Tq51wI(pH
zc-wx6>r0r|$(SFMDFP-GHB<Dtv;I09U(m`o=?J+7J;`?8FY44|S!N5zEogcRnC++W
zz2D8Zt%}B#%4N6sJlbdBRpE2m6GhaM1&7at<9;{rWy!*Goo#h6$Qp=*V>)5-%jNge
z-Y*b|aK<Sd6)YDbX^@Efr*%h>412kQ1;wEsrsXxlve#;7<Fvkeq~ftn32f>nV#e<h
z=ES+sz}ZTCZz;A;Yw}rmDS4&t<JolAYIMbI9;<gWl;EIX^EQl6wVD^$$E|`446;<(
z>a;E|$j_L-@lZ;tuNea)?Ajs;;-J)YSy`dSziu)O`dN{I)HbonkokqE+m%>Zv+&a9
zmLh)iMR8{GScPuLc8z(FY=F100><s(N(mA641@kRTXQ3M-?Qq#Ice)OBO#YQ90DG*
zC6ABd>e~_V;^(5OVGMCo#pwrt0u?<n6sB!lC`(LY&~|?GzAVu%v)1SN+b}xI=v?zm
z1n)qUcaC#0=-A{xxhR*68O~W(azPs+%A#gtcct5Z^vXoJ5(jy=^IUJ>=z?D(SHO8+
z@*H1os`bC5rXVHo`J&I<mxz<*fp?{jN*COch?Oa%vf-Z9v*koNhOICij7!chGmW~;
zr>uV7O{??$d11f0A}vi8G9wZsiI0h4WN9;!r%@i!Fd>Y}E6g1%Q6<Mx9CCE^4qu;k
zDbnTbneT#G(1^JlwasFxFw|0i&2g=aFnU&$Zrv$vVZYtW!Q2j>PK=CVhu%jOSv#AT
z*}snDvqUi`pK!iPIRvPOKfk(#2(nRAsvvf_S?^E17vVCh#d=Wxk3fgA@4qa4vY6=u
zskX(&yK$Eq4j63D*Z{$FxygD@T|-KX<hb~HXyKS?!MbT_X{-YS{%$y5Q_(qKn7TK|
zULP+lT;S&p$c3@MzD0;Ce1K`BDml(DUxDD@j{*Hfa4=B)J1I~P11$uBUS%0=xFpgP
z51M^W?0_(Q7N;r}5>Uv}9RRL-gBxX(EQ>^M@V)x;l@;UBa2dBKP&w<@m8!Saqmez_
zzgjmF)cs~<+2^LAdzd!__s~t{_P>riW?U%59|aieK6XGv1*y-_KX#}l7n*r`l&+YF
z)a_y^2pEf@X6wAq+N=J-O;MKD(xPG7bdxV;c1S8*6Ga>29q7sF671ZjUw*5_GEXs4
zn8JuzS{9Sr+YRs2Z|e(UBhtkVi8jf@lfp7e;~Q6*2@@ZCO$#xbx!^sSByUMUZxrKm
zT`N@`gs;T243{V6D*rhUY|1a5Ce@LWxSKw}x<-JW=UAcf&B-OH_Auq!#_dP?C)DNy
z!(U*%%Ue2gCK}r=bTp=antrxKwXFw3Ba55yhy0i8WC@iVTpq?m+;|YAbED<iY^tK!
zoxF~IoBn=e%+-j$lguuxb$nQ%@=v2JR1Vo(>_f;Og;g|l&t&fe<7dB%9h)XF@78eX
zvh%X8`tv-5uad5bN)=E+<D_OOqD#R}=#vXeMDo`|61CdG=l#gEndsy_7{Y(+gP=5>
zcrX--wwX7y@rLUtA#VNN#OfQtJTzu?G}gePZI`cL>^x2m30XxIP4ML3f+!|d>l&Nl
zI))CmJ)f3H#fI;YSl{2evhDQS_|Ys&P0<aqJ}f>>|3{|xO7WalD_?{uDB#m6)1MjA
zlfXwsH6wQc5!P(r5{en0$Bmb7IhOZ_SqVLJDT~7fuVvInKE+dRBy42?91;lwLgh9a
zIA|bit0j4lGJ#ikP(^f<4j);`GDrYU(-Iru8y*9pVPNsK1gvh?@{SwQTC`tMYdEBO
zg0Qc*rW@G%sudg(Gp0yxu}_`N?Ph&Cv-Um`-p~M;UpWr$*>Yi&RE9fV(Bpek7Vz+O
zFKf6;FZXen6ERjVsn(Ku-&4)s1cb^-Ne8{w_)2tgm^VhI1Vl5N{$K39RZv`8z%B>`
z2=4Cgt|7R)I|OeW5<&<r!QI{6-8Hy1?j9t#yGv&0ob%tAx0!jHTQyJ6RbBM%y%$S9
z{RMN{JP-9fi49IO#X%kd>Rkdve1kyQbnYY39Jh-Gog64gir_a6JQeCdCx!9%cuQuo
zKHWPrdskl_n?nOkxmt29E~uOXS}H~SN4OHthZNbPkS3|`CkY6Tdm>j)LD$liHPY2v
zuQ-7=hZ@KE@H&tLgYL{1eLEubNT<*U$gP#9!VwsR>^BY|-7bzLI$g!@m3#i&#b`&x
zCS24C*f4FI`Vg3`c1nC{u#StMS6cWzh){%8j2*wR5=3O2-KPBTNSP;OPx8>^vFn}0
z-+Ppk48+UbeX3X)Byf{NKMkFGUB$1*Ty<^^<Clv$B?wY$d&i+SEiNqCrJiMe@6}oH
z$K^R=i9x6fy@?qQhB!AnrP3;>V0$}%pvHMG&#Qi|h+34iY?iO$%LmpOW?5>##pCeQ
zb8C60O>5a&AM0(AtT1@sHL&)}X5tqUAEuZrtBVn|9{uuJv?Vc77gE!^fsu7My+8de
z34fC?h{tlIOq_p0BNW{mDX}cq2BseZ5|ccSjT{K!4yUr+%WN%9#1~<w1GH2PDLFE}
zEA&t+(bO^i{!?mMa1JjyHUHGQywt{rWn<BqE+^{+K~o<(s_~OqWntolC+Ys#tf7RJ
z7)(8J1U~xI*46`!1g0_lcwSanungxmJk;~?d^v7PfY<k`F@;(X_L`AinV4o<aUgFu
zNb!n>)FvmR&Vsrz&@e|vxwFqtkxPoNQ;fRpSc=gOuT4&mCC-d78Tvw3ay_>OH!+@4
zaYTX}_?S*xUg6|LDR3_$7K6z=+_q?wp#<*>FcQi#M3!~`4g<$IlSn<2#3UY^-xt%I
zAF-*op+qG^JeR`{u*GMil=ou0k(dv*U<O>+zYfb~b=BaKyK-F*@ypZpn$+k|4jn#S
zE#vxhixJg~ky7&qK267GQ0bnI`w%dVZ#)&#tMHq-Y~9wG1c4zc5$gVIseY&vGo)Ri
zq>UpAij&rykstg<bR=d$TaAT=f7<gkz~M&Q!5xnjF*Cyn6agb}3u*FuIvEhUq{X|N
zhIsGdM+vF445i|Ae3MLg{qCTxPe!@B&H8eQDMk5v$~c-X)o~_A8LmJXKqYo^ILPfC
z)$sU?!4r|v+zlD$wz%h!3Q))frUC)jv@4yx(x%=^ztDk+<X?40&HueRqyN5V_-co|
z0}(grcS>PlAzXl{2)M74%2@eR*m{8q$3vp|uf7onk<-=1s|M|vpb{zADFjFC%-?9<
z)Z-?b7|}#Dm(rV#lUafd$fRVy>dX<jGZK^S7Aka!I)S(w*<DrS%^FGAzKEl6J}SH7
zXIQtDHOpR_EvT|5P~_(;uuA^n^iN(nRK&(W<v;WbgW7vm)<41m(zR0@`?2Ja`;?uN
zphg=oT!+cwkLhQVsF^;Ql&Y##HBd80^T@`CH26vUJYWmer-Pj}(-hO!DOJGxJeT`T
z*-+w^?zz<&NaeOsDQ+<u))`z~I8U_>FS3t(0O0f@2Ka<bHS*S}av{DWfIG({+meyI
zq1%>MU2U?RZhJ2_XYI(0^I;1nGA$su;v4~y;Y*DA90a;+Sln`&ZFE34V@^x#+YXf~
zYthE<x4Ga1S<@I~cci}RGUd+gsvgpCw*Jt14pcLyurO40CYftdm11=ck%gi6jqZ}r
zz&->}^a$;TyIJAnqmX`&)z2!ANFUxb;Pz=o*5V1yQs$TR^)h9T14pCE-CFoeM0a%>
z22R?g@z~<Qu<U+$FVgP$SQI><$?RY^LchtduT`{xK<?P)xuEnb@B!90AFo)Kj>sZ<
zX-W)|)rc34OP%9IX^RFg_Y$4j4A+Zqgvou02F;EJ$3{jOgA@F-Z%_QL={8$TQQw#=
zUiZ(-MGUl7#p)<ID+x|b6FrO&t_totwYaF;$(1>H8`_#&kOUIw&}hsll93A%%bJxi
ze7s}WzD0=NpB?uAOiI=h@o`D((eKXz)2hutHUC!}VUqM9RdE*qF1bjt5<H~m-wv}y
ziW!YV!jW-XvfE5P-}WxhR1o3%4aXTv3_lb)wRpaL3@ro#r^nQDgIlPHSaKe1P8MvU
zZKPbVnKRddS9v6Cej&&{on|Shz_OpUP49^%1&oQ`Ow;Xf=V@Ni^T;0Mc4VlMqhV81
zCXku@BGlbWAfy?6Tpu~bHCfPN*3Z0)3*4E7&5N+*n*DN6>&s8C8)(EG7w_A1G*}gZ
zwXEFdnV|57Twz{YC1B8(7{-&^8-(RKCiZSb%ZI<vZ~AIjKSjuAE=<)Qq6wV)p0D<_
zD<Rb%LRm;J`lKgN@a1rZ^JSb7)v<(0q9=v5+eS{qI2~$7m;DlTo5`=mahNd=gkWG&
zFq2wCJD2^%-K^k4C`sg&c+U~*>(*^=zL<H7x`Y)Ku}RAO0Xdv1M^W&DzvHRh=bTDc
zIg2iqudYUciG2q2GsVGzRHGzsOJK<z7?nEww`lh6!gGQeEFdQJi{&OIj|_FFb3`m1
zb1xS=PJ!>Yfi1Q@Go<=oGs16q2jdr2v%Khg!jo23NjCbZoY9>?bZ-dTx}L$t&7p6{
z@??}7N21FawiXV|e6gX`$?C#cuq1@2a>W!YjG~?GS>Q3Mua=ya$H)8glm_;yg`Zk?
zUQG~E3BS6#9;KtG$kIUPEx#hR3)MNiRls_IF!nuPZRS}to6u_%EEKEBHGY?t3ul{|
z{XD>+YY5&)KoOTv!#5&|3!#=B<?=Yl4emF*VUZi0O}>)e66*D!@zKC*VWOvx?I5vk
zc+c6FIYJSiC$39JjVk<7<6P@{|I3BiA_D=kFh*7_>H}qf#*9|6Yx1}ikVodE_6U@n
zq<2%N+d1$!RgeeOD-Dw^v?{Wx^qT3mnK*u{5u}?*)`&!>Jk@o4v7-xJU^;82(6buU
ze%Hs|9CxFx3|0RLC*c&H=5Sxo95aG#!s<$^o2L{Rw`bEXd{HdO+Be^h-+C!;GK4K%
z-JP0Vmt#+!bv%4RAO#k6)3!2~Z<mQ5xv3{PT{4Z5ztP4aY)_z<6+bP!A;&1(du{~Q
zYJ6Vh98ZL$7Bq8d^3~)W=8juw<)A4p+&)QAAXGvrx@=DP&12uyI4<PQzzv+9brxG-
zL)9gVn%wygKRSl#o5}(S3ev_MzVUCc*t%lwR!nsc8<!$pvZ5-=cdv0#iO8qIZpIm4
zobjeF)^$PdP0NkDH6LS>qb<XmbBinm_6cR}p>tqhe~vVNg7H3}erHKJIi@4&9lID{
z$zk<zx^&O->8ASujf;>N#()f>VRY#IC#a%~o)yg4jJirkJ7>sE>FTB!kU9x<5cbQ%
zwu8F<#eP$M9SN2nuU<cohmp<tB@*PSKed;;#ND@S6YnE}WnR|Q;!)(-LD+{f19P3c
zjyfls^xI`!)=$ZB4X`YcqLTS&<|A+Js<t^(6rshupuTVak3|nsJpDR3EFSkwFuz-^
zV@j&kRk)o^sBgo?>2Qi2N@HDvM&*6wWzeG<{okWfusNUTWN4_d(563`Z);hH$Bl@U
z=Uo9goPCx&?C*+`z%e)2Gm<C4m@B$Gr$Y?4A*HL$UwmF~7i&k>oFe=xO><4+ruj?F
zn>Y!}Vy2y2O!P9pt9n8Ten6<ZA6t0+`CS`zmN}05U>~+BB;w5Vj(fIkaMZ*_7<5v_
zXm2yX-^?^)L7|K&cXIr#f$#@&8lTyFt~tT%bo&Dvw(^$!U<)${Av&uFconiT+i?15
zmZKiJe4;jMO9O{i5(88||HxRe08|%?uX<<uviz6u0f?kj5-c!woUi=6O`hWL%*A%{
zJcu88eO4C{2^;h^J_@l>xK)X5)7N`jcQjc@LP_cV6*f%AArmwyZGFX9!P(nO_p@IE
z{aiv(`d}CV&JQle)9LqRM7otqkqE}&6yrnn9wD{OAo5@$N9eoAn=(-I={y{7!Lmu%
z?WV|1krdnIgKu6(7{{b;QdR$PSyx#LW`iUXrm1ll!KrKgkl@`qM@I?E8M~YZih!!l
ztb1xry9@L~ts5-2GV3`c&#uHbh6$hdgZMUi^tid|O-TULz}CTe0V;f4Vqc}hmx_8d
ze%yav-6g?#d6<QfgBw_p#*=TMh>^XWc$xNYszY<lkM;pzeE4P>yLw2q9M)B29a53b
zEmK$)Zl%DD0jsEV_Jm~3w=+1WZ_rDBe7i|~9vur^H)HEnKb$k5B2Zpx>F)W=wR^LI
zL$sWdpgG@+B~-m!Lw=wQ(`o@NLd=C3AQ<}IE&AVxYsWg$SCRgN##&?#+@#D?C!zg$
zF*7lSOYs|@3l<L3Bt2T+7YSs6N1{Y-##hqJilLGN=-Gw1#z1svC*40|P6QKLUpQ8o
zcKVQar`Vu>lsrV)^&q?xw3^~5TT=NbG;sgDkUEuQC5U358;Zz~{-7{@=vHy4N#-A=
zLaDURl^G0nvN|<_h2(;ms?+WDxQN&t->tO!$FED8v*I{@;zER1q6x}|w=lwQCf}yE
z6FU%wFP0ZiM)(2|lu&28tGRdQNYi4OW<Ba=Z2zJ2Tb|%T;!?A_#9<x&Xsj`;@XjQJ
zcuN31G4hbed7x?SMU}lL=6VS5cF(z{b>$YZd(oF0fm|cB>|>Xc#lYPwb}9Z6C(_aO
z#~Zqb%X1-_HtK&O@IT=Ke^%FKT(c>){UewY8s*Bo(#YJSt%+a1zQ3o}s7*m=YNgSj
zo#!7N!@pP3iKfH#oiT#Wv-j9$1=ZT5nEvW6Tv@O!ZO_2lsJ~-a)4~Tn4n$@Vz;ua#
zab~jlw*P+$8~%65-T&XSE#UvZ>i<`9KcB>*Eyhy5o-Ebcnu|zE!oY$!Qi0#<j3Qc_
zQm7P<w78Lxk<A7pN-HZ*wX|B<{~5Rilv5h|8!BF<wM{|>CnK5TTs+erMY*-M?H`O*
zFV3GQUn}3fz1g`Q4xdW5Yq`a)plBMtjPqK)9UXJhoP9I|#mk($|JL+2a?JVWIvn>@
zRJHT&I7<6%1$aHLU+=2w>U6hIVnl4%`N}u%+~7EpK+n78(D%z_<JS_NGKO(!N$Iwp
z3-!m-)AF*iw%5B=c4J__zLlyifA47iXSN$AdUDyh;z`Z*h#>(`ctywpqz$LjWtj7j
zW&Nd^fwXYer>HKxT0ijQoR|GTXAn!~PnaP@BOs`N^+5ngO$YO-*R&%36PDy~i~gb0
zb+m)uh~zr){mFNS7mm~(FV_j9S0_Nig4a3decLmeekY$(T4gd})Wvog{Z{+tsi-sx
zSPmjRmol#ENM6Z|X?(UE9*+!3_0MPDcBDOmC;w2ymwt3GU0ZaQu>bzyb@GkgD7r{1
zaAYND!}S}Dr&RS9@3sn_gO3=UV!`#O3FY_vL)E7exD{qb&kp1S#)|Dq+Ad<^oiv5g
z6L=h0o&0WIN?@nwt?z&GzJNEBzesC19<^qS+#WC1Hvv+j$kir$#9Jo1@&{H@R(R>l
z;=Ux?LnGG`zbBuJM(P9~k6UjB^6Z*GVf?0yD+A0GmJ!C$d$m3X<6M*SqM{-aL3iVB
z&Pf4G=CeN?4(}Cj{L&+rziMW>y861`9tE193S2<!PVN03^;~<1xq@Ues^_=SbZK&*
zogBPiZ-}Pl4R|VZ-jq=66&HDXjmE(j`t!V6f0y|a4MFAYam61lVtpE1Eq^$RTI9ZJ
z-|RaXLoS}@{W|rxJ>B;#s2jkImdBkJ>?cb*cE>O4FuRs_z6gAV(xNk}r^VWgGVplv
zoX91{Ywy?7H35V}1k}JDHhEs(R|&mj&8y!g4@$63XXk`nSJz;%B|q=!nX}o-`XSvI
zUJ1b{lwiSSx>q&x`|PVY*dpRjm+&X2zz3>+*w;ro-L}_5`*vt$0S!GJAkl)DfvEjD
zrHcOiPt^ty9V3h<#})M+mjY5)EWvc(kIa@BWIJvPjz1>d0##V<C|S1m*k)@jUzv`Z
z*WHf`<@sKWrOR0&H@?5PY@{onH~i8v#3pbn9K~h%6!ZKUF!g61FwO$4NLpXKIu~9+
zIwii*DPAwdYZuTPL1_LRyU#Vj_LXCe9~`RoGUwlS<9oi1^VjF|RWQz2qdHHN+x-Nh
zS6x^aqq+>*oda(TouPpxDo3B(IO2F}E>ZE8xrgkm`TM@!lG65o-sgdf?6hsmO_>1Z
zn>y7L5g|V+xu)Gpc-Nm5t%1TelNyJJ4}KnoKOG7v7-yH9oL6&S^Kt6crsU;aQpe)n
zuUqha=%gal4Yy-6L%<PQag_-#dK7{CK7AzSwGFTe6~hUm46MBy3fN9(YU1hQ(N86V
ze&$2vw!B#t0-i$7WMth05;~_cno;v>AIr*Yjd!13UIt3|R~*A!WW=1pn&!$eW?i&2
zzEqdY&?!_RIKaXV$ZtnZIHuH96)sh;)1C`KmZ2F`;q`WmP1M+BLXlC{^_e1w2cwwF
zo-Ws09^`VMj-8rmWq0b(3VwoV_vCwTo>0+IgmM+M+W~7&m*3i9L-h7Uc-jHlpU7-K
zEJ|lHK3-V!HTXVW()G~_a$G!^91dhTk85PS^n{uCxCfD(g^zbBqUWn=P_Ld$KXS6-
z(<HT$rrGop92gRt31{>>yy=|3rJc}bWv1#b+Hj0sC>>WhOVhGtoYm8?YSKdgeju?a
zNjo%A)M(ysn%$Db7G(tWlM$@j>`UmNjNmsyPo?>WPv+dLA6~~;#<NGiQl&Al{yX~w
zqJ3z-{`R>wCNBuFby-YwP*X)D!S4A-DPM4n$1o96%FXT2Fldy1N-Y&!@z5heHO`+*
zlksP5AV^BfMBkwi<nv_&wzcMMb;>+UzqV|h-~8RNpI=tj>ve0=JIr~RK16w!Ka-cX
zR)x5}Y}=B;x^<&R^gB*4-Kbrc;2D(@>FZ`&v<ej|LNqvLQ3%9PgxWFmi26+?!?e_A
zWqjB$gusz5LFdK{85(hNT8~_zfj2q|B4={`4ZTEU^tWRd3w&{L@?(xfSzZk*1q~se
zw-@H-H7LpzfU|T(P%2c7UQOlKO8KTD1+Lksd3}nZw(9iw{V~$-VS8nJzoJ?-Uuv44
zT)sD1E4BXOcik^5Hb6%0Fc~!Kzs8WRMCS|a$?{MC+}%}Jdnn7bqR}utul;V)l`sXx
zEnaHwfoZe*hqwBI_qmt~)v|j|g|q7}+N*he`t{6`Qx&Wy?@Pe<TZ+@E=Lr-8c_1k1
zAJXR=*2p=WeSNi*LHT%3VQ+r3tPPOTc^wsp1t0BxoBu0f<$(I0i2GnTX5a$A1Y6B!
zoZ=C-y`-L9vl)sBcKgB9MfH_2U?#5v19xFAb8~(32{l4$TLV_dFzm97I@;q&cA=PW
zs#8yJr9Yaj=HEu1ukDc|ZN!j4!++MhE8+tdY12_hlkOLYcfe3wF_Pl1A@*N;kvtWu
z-c7`@NhN)Nk>~Rtd+Cu54++WjeVW3!sW*=0R{UxB=WDk>kQ9F4K1-v@r$F0UUnIsy
z2Q*j5&+Sf38rEdsZu79$DapZb`xs~^F*DHqpU3Ogk-gpxI*;C9f?;22JR0j5oHi??
z3d5fSb?B|bR_3wNNZtMkbMfC)(5at=pT>Q;dS_&1{ZM=_)UTV&at-LMmIUwD{2^hq
zzn%Eb&o0Ex_8vlFh1pSDYzOk2R}w|cvAKOFFl1;EalEZ%BA)|oR~XiyW0S=UKHAR_
z^4N9DWO*H^NTo_LmyarirQ3U&Cmd=Z8!eA$yNC`)Ka!zTC=Z2ET8gd<5oF|5h(F6+
zU5wdvWG$X|@Sb;}*gvjZu|6lw&GF)7c=I4&@6Zu)S*d882miB0al(b>NUi*$_yg;(
z@${E0x3qF_Q)t{*=i6C-c%jdS{8_lX_7qtdi~tyJ;HBRMW*&cz5cufwZhSszF5yVr
z-Y~P~zUgXLmE&yv&m^t9y=Z{Uup)?YZ_R&Kuaum#09!P2M>ZS|?@ofdXe%j}xhlHL
z{;pwZ(UVZ@T#{c`*DhCEFe5BzZnioWA!|jxNMy8Y$Pb$XKOe;OyRV5vl-6F7J`(dx
zC^OO`4S$l?<CH=$V;pQ)fgPA}CvQBRJBtKqX-22KEEQ}dQ%r{O=kC`s+`axcG7Kd?
zA~s_Pkl9RutZXVOFNkv5{nx|c75=l{i+tP|UkQ*AFh8DMIW<)P?YTqW$oL&FX+!z7
z9I_Zjh|gG{R>@c-!(qEKv02W(+Z&^jFjSrhyYPoCwH?NE#U2oo;uZ*ia#!FnP%H}0
zt5w(UQm4wkieW`php$gFfk6z@v-mZ48@caHv==|&!X=bqqx0>g;R>N7+eJHjJDf)!
z!Af+TrduTENr8{tPRIrm?M+s@SoMiltI1XRs{s^@`-Qyzwdd?4v<85^zOM&F6L`;2
zpqGEwdfNyQn(N20M(6GEx@tqxbmcKR{M);cy?d<&s%u<Xa785o;d2CN&L$kOs<Y03
z;X8^5OLUxW0OFC@Qd9%W_grjsQO3%-wWEP=I)<_*p>TMWc?8yQUP8i*<3e@GPQ0>R
z%r_j}NQkd8d_jK(aOFJ1N)i+b+m)L=KUePPJhU%NMIXtokgrHGpiDNBv&tDO((Qm)
zb48S%sbgleu>3T2+QpfKGN`{)l+mWo9*Vy{js)zu-=AgvE?`)8k>f%g@3=^*6j+IS
zNSI~I2SNRb)zz12z)b(0nX{yvY~dg6T$n)gHcS~^z_dG4x-Pt$v^)3|59!*>q^4k0
z!!*uf+JYt0M?+P4<6wJG0P|DOQZGx5YiN_zkFlx~BCL|cm7=ktLV<grV-$7po+AK^
zxou)8lv~W(029KRsLfz0lKts37Hx8)#C-U4G*bN>N$9|?t&w1bTW2Y^vB90Jg3za2
zc@@Kji|fQ|hIB_pI_K1LNMy`wzkkjQi$stZdyfcq%AY1$T5&zlOcHf4i7HG_Nj!BW
zcyH=n)+y-mm3TV8>VG@Crd#ZTS=(`Q&VhhRmIn9dUtOY^zgZb{cjaOSG{(i4N_4Yv
zlubJtw~E7sd=HQh3QGF+E0zammlIcA{Sf0-u9z+rokVk;lRh2ow$F|EcyCXA|7)uX
zX6Fxzo2KcS&9<aj@7t7_g*DR?*}#j}SsqhZC30@2J>sIvlln<9Fwf_;6be-KdK1Uf
z1o)&`Hsk<Akfm?zchWxBVkXGZr`0YWAJOx$G%D-3Hn`&8gKU}7C2fiNR160m3itj!
zE<uN*l>xsvbn5|)LBd>BDissPa6PRvo7|fRaIRsxAu(~7>Y!VdI)#PwexX5lNu>on
z?m&n+Rm>L~K|x_cQIzTYToKMLMs8<f%EoE(=#i^W42J#nmil-eRGa@zLA=mWV|vBy
zRnBw_2g3|;al2#G_1L)=#BW!0_-|-9qFJ51mVw5oU-p{N>isSXg-EHxp+W!~>%_(H
zy-zL?ak@v^OH@qq9D1Ghwe|01tTEcq#}J1c-Zo+x;frm2>dS#uQ~F)7_JtF%g1@Bm
zde4=E)#0w6VO`DROC5sb6V?YML*jbc0+7ZCdHz0&dCf=$2DSWs96gbBk0~d;^^YpJ
z<aeZYN^(V3#NQIRdUquE!@>pAFejfl<Zw<`Eug@Dg0`|Mj`rud9SOPwK--vBK^DuC
zkyop5K>AVu6yNC5SjT{9re~JM)!lS>TDedj=mUAG7<sv}AJO4-E*-wdk(PF|pmL`A
z3?nfluzDT{!O<z@jvFI#RQW+!D}S=!IL;=WAolLr_^CxEy$jrza44=HPQT%HE-XGD
zL-nFlBmT1OYqrpa&X>xCrB_}kF?`BToTJ06q*%@C+c}DWD2gkfx}$Tmxlu{)P}94~
z&0ldr#J@A?eq$5`GZhQgeIj~CIiN4|W_j)>L$f=TGWha%t=@l<&>OWvqP5t|k_2k#
zBSiFiO02UJQLO`{f90J*)wGy$NOQ8<mUW1y<K@ubN$5890<_;FHqNH8s9fb;NB*!x
zWBRipr3iV=Rwv#H3e!7c)VcZWAsTF;GB_PcrM!#v(B1T9P-dTqj@QWOIi9&dP}b_U
z|1(xgLjHUeN*T0c=b@z+u^`ZL(L5XQ^B>5fdtUlS2D_s>cD}|rG+m;0ktc@PCtPJ%
zzP_F>FR9&y>h{qc%S~nnSk&ruVQp|<_AHx-=JZsamYz>kgCHzJV@T4wVg*O2vc0+l
zfbIO8Tghm)k5(C$tvX><3P4KJVKQ!BP1fgXQkw=Q(9DrFf(ho+y^k}YzLxwcccW#@
z8fqXS#JD0?%EdFUoIp?HkQ;=c-sp0pbb5$(W=v#fdXnftGsZe8CRq9MlTP|0{ugfF
zjJx9sbm7%_MSbf-CaEKI*r#1{RKm19zreUS3>@{|<f(d<6#qjH<+_bz&Ceg*NCw4N
z9V<hw9jwSDAs~rtWY*=o)L;WU81YoJv@D1NVaCW5Ub5e_?&<p1WYx9RREC1_XT_@>
zuh8ZbS1(wHDsT*ZJA>|y^TbUX!{O>-H1V?6>=Qdth(89z?#LCY3{44KtJc$!>qpX;
z{@9q-xt){tq`LJruiiV^Z^L%xK-PMt^JuzoDaoM~a{6O7S0+r<kur*|(Tu&jxO<57
z&GeYVwhL?U`RYnA&cX#3#Vt^urC3?`*a9GnHvv^?wiQn558Qvzzb3c?e8#idg4-*8
z`lOw%n;xKm!H!iIoz^3`6@29h<>Ae)4V4F4P=Rq4u_3n*xO%*k;4eSz;hQ^qwcl*`
z9GmdclgyL)LcQ87{6s^-G9tyNgR(<SInhfoJbSMP(=hKp^1-mzlE?mWFhGU2tdrZ3
zTKWDMm&zKkJs(NBP9@)7c|<pBW!4bCInuCjdQ-z!Y$_nREvYQn!cGk0wFw@U=Fmj2
z|AaOmBHq|v&>`%{a`lE~#0_PRC2V*tDd%vssRWP}jzpdpC3hwLqn3&kdrn4ueRre#
z59X;qf(cHSsnaK7|KY5|KJQ1QLjuUa7rOW_s4z2XB!>LUX!G@c$1WJc51alOQl>#c
z*{mE&(K<2~{4j=F^V;1Ba<CW(2bb?vIVL#l+15oS9@#>8+zx<XR3*yz#4tUK{0QeR
zzE)3uQjx44yNXum+dKsZdfxYjcYNdf;_`Q5kryDWrbc<HqDpIMsO$H1PO2@Q4%$a<
zv7*u^`n!bQwM+^Rz<KE)DpP^P^Fowv8E7-iU;hs@`0NK^6qYDx%B!#QS9Ow3iTFN^
zq?ZE{J0fmbT`%^BDu?$r$HxH^U|$aVyMLxqK*iXU36g(3-9i}+BnkKRjf?O%QZ@`D
zi8zdZ%e-`#Q@(~LI^JpMi0P1+NZyChY(KApq53Qv<{x%wEjv>jRg&EjF(73fOf@L$
zsrIk1+&#2KSge`muiVWdH-rgA{R>R_ppSvkfto@Ru$l{D_0ayqO&GMI3MN9BHGWVP
zk}J_!y3ebEcUDj4p{@Q6&Ei&u?B+7DccPIGuxGgXMdo}{J-&^JC0yG^2+h`#CsAK*
zvG|BPF4=-r%P=Z?8R@83gdvrNgYabi@iSSB@D$@yH1Nx?*jQH%5(~Ju_29b6xA1H}
zCya54j3p6$ZdQz>YE*xpK)IsGYh5{i;Gg;mQ>aCoqICJdX%y0ey2-oxFk<zrQ6@4R
z_gbhZ%MSC&NA5!29li4LnDH*uz_#En)9+kD0K>L#{|UoI307pbnDi%;Q74hZ5}0cL
z+$0s>5CCr=r8m<kyC)v0&aNosS~{w7+3k56j40dssk|L%!}OeGDxG5vRN|u$>Xl*M
zl2GvB&DB`&HRAUky$j)jN$ys~HdOn<l4;q7(Bgo&Tc#D>3fFPD15-`KHwE(ie06~7
z13%J2$EZTH6)VV5XIvB}8|Jw<rw+IJ3cv0JXeUH)(U!nS1zoO{@TZv>I^8nsjSs-A
zdJdXp-NE<BjKuDZ3RC^`O@BwK{5;+mb+ogXgXi6&HGCn5GRtCgKqPN7%KLi4E0Rwt
zqiAzM@IT0Z&Nnzb>UuV-{hLp@S`_jHufvcte7LF0McqU|Po{mK%{XhlNb!?uG0>=p
zQ!SUkgipw<=1+%T+fiUdH^*i^f^|SKiD8Hd5|eK;Sw3*OS|n}DZTuYfFKpZWJq#jY
zY-YV}3oRk5xCE1Z!}NuUKEK8($F>o&-Ft=bO8p`^(GDwF84ULroASPuJ5yDZoUdY~
z^QReqi<En3MKBP4{+{Td;oR%e{Aa%q%RkrM_719IRsarSwN{X&&0o{vov@O`6>5av
z5F^}AU9Vz9Zf<UXq24IdWS$gq(o-%b1dLkA$Rjqkt67%{+L8=pZl-tPk%ztD`hIpd
z22o+WG=XvgHs5?hafK`V1;wM$k&z|xyB)A|SHrxb-8asE=E#4Bz~6>||E*p<)KSD(
z+u4+K&S`AG2%A5c2bPQuC4xafkHl=Hx7y>ubUyDdr`h^Rq1C0ONQ>UqZ~G6qeL&jh
zR{&+rY(dz3`5n%BbvzG%=7$p3qt<n<m!@NH&eul8r(HzvIx7Er&YI%?xfwU-zPzz{
zRs!G+9S)BM@dx%ZTfvjLHGac2b_e&qK>1uZ?ja>g;XOvwgT~*Nq5!g#C<6HMH1Z(v
z=K;54`W>xsp5x-CZY~C^3lwCD*!lX;ToKF3CWv)-YJ*kKpSM>PTyMB`ebu_Z!Qa?E
z@7|-F^t%ErpAhGTkH9ncN*v<;vfg3Qr@szts+ZuOe}?|gQ1tBvynYdix{ycIax_Zj
zw+sqTPiB$0w%l!q!J{Uh%7R-<MaB!&6X7zJ9aXshu6S3p$@bdgcaZAUh@Nfru__!d
zswx~EBER}4&Sb&e`%SB#{TJ+38cH#NJ{a!XqxtYXN~wqgiE9>Xj_*erNDguf)W&TX
z{|;GNVENQvPrHCY^c2tk396*iP0How;+bE_)~hx9P5Mfi0XXf>DgaL@Ah74l0L-6r
zSwhN^^KaYnU6&uY%d<(wwtU%{J(US!jD8)Psn$)nfkVP;n^^Rlm{vWmjeu%fadGiu
z)jJ=JzU7q_94K8wLvMfxQ6VV~&Ky|mUzSf^d4y2Be!SklOj<J0FrF3$uF>3_dgaCv
ziU^8182AbY!r%5HGV7p5tfSn(>y>VR-){V{R}Y`Mk8OlY7)S$r>4EMQYkQT+BV9#{
zZ#2=TFTTfuw$d>$K;HM|6Sx|t%;gPbgleKy%GeYvU4u>WQ?^pjDPj&j7~(<xgi8^(
z6_zg$Fad4Xq_T-|VOgvZ198q5$!l`s|ASbM-0LY7&q5k^QK>XW3EaZ+$(_Xr!!T|1
z!Sg}>2e@wuKc6hpeX=<F3>KN-W=>ss*AAQhQvBa}%-0E80(|vYApypD`DN>v)>BGH
zNKIKG%NHR(qdm~}Q=@n7sGKE;rRDlLYCfx!BYCAQ8%bQh&3<|r@NCtuT`$&KDpx+B
z;o<4w(S+N4pbCWx`f(rRm$t3-TV+J|@WZD@8|;tYlkS1OVJU;j6n202IJc3Jkv#R9
z{=c4@g#`r1;e><)m3rq>Jt8LOGQjmbsFTEM^!b(n36HINV&ss^{pR3)!)K!(U@(y3
zYsg0ArCj9=$v~e0ml;rRD=k&D6uooytDV&SfP8k6&E<5(oM55asJbQ-I?LmX?*Mp+
zunGRT+{MNTNMgP2#96%pZS{LFm+WAW=%(itn3mufk+s9vq!Tbqgk{Kd;iI{Mx%AiF
z_A^sCEz`#OP=)Qrt~Y!9wUkYUW5{JWOKQ6hPL}J%ef?%pO;Xh0-he>I^bXIE-F%Qk
zZuaYmr3DqPAHF#cRzGP1UIKUV57>uXYnjF9OB)X$fj3L&S6qg%{lA<2ACyz%(EVx7
z-a2vhiFC`o=bc&BBQwQCZ9(|F_Z)IXO@AG<mW94{we-9Kz6!flllsskp22;B;`=12
zjZwY1^o**ewbL1|G>noAEq}URu0{uS?7*Yil#u#gf!k&xD_Ws-lb5IjmGSeqs-3Q$
zK~qB`1(`|T0SSymDztV)U*jB(y7qO57zn681VB7WcCL`yz^77Apk<v}MNf}GaEjSR
zC&b8YHxX!tRj>rcXGy&&aS>)y&Q*i;ELwL>vZ1>ycZaz5fuGp0Ds|GN_XNO$g#LA`
z0MAUAU^9lJdqN0EvX?@P#Gril7z=rWq92X~L25HKwhUC*X<D{I1Jqo?o8N;B)4m5>
zl-;I5avvImWsUiR1MGy9Z<m9+)x*qn&wJ7mX}b4|344Cjq|~#L1@<9G1Y)llib}%6
z(KJ+2C?o<pgME79YE<%$Y8*uV(ZX*Z(jf1Ehu5%dK2}fmre35l9kX@!rR$Z4pm!bd
zXoyFMUcq}AEzUmm^!z^>et?o}LE`1|A+B<0@5|12(A~%1(KG*Ae3Vg^wyewLI_C+M
zs8R8tS`Ue)!Nu<>r5rFJvxor(N}B%F#^Z8_4`o&0OQ2n#>!#LBFZ<`U7L^Y11SD-d
z`$o9B0QCH=DLUU5!U|DTp$9TAz(T=tLYJK^dxjoDlteb!o>ZL4?^4!!7#vU6LWyD)
z&d;ca#}wZVi$WG>UEz<dK0Xvp8ts-xL?-?d2%?pT3p5UGo?b?~S~fB=V#Tp}vi6fD
zh{|OLghHip-aurMq7ue%L{Fp3xglpX4e$_EPm;y){4SQ;zL#U+^h=xaZ6IfOJ>SWq
zn$ZI3!tu&M9b)#t;U>yNR*nV-dRt8=UKV5J%PYx8rx5pc8?9=ww&aMQm)#8S3pyos
zUZ++_xdu;wvQot*Fb4ezLMF7DD2eRd;!F^$A|{x*+-EYN>~cDsDd8u^nPX)i^9HIX
zru#PhU=SV4uH^okef;1;v_zA77YBtX=T#Dz1Yk(pUGsJyg&HIMvr@;#{#-ICUc{XO
zQAn{PgDX$WUPJQWqU=a=*f7FM89Av4g>a3Qv(=oiVvru1^{`stMxRW$*2jDzCN<!D
znVW|$2ocmB)voC;GSI07Z7T(H{h4s-#N<i#rc0W}c+4C_%?|=Si@-DCj%Em$5;uV;
z6?!q4#O`J@=~7QmAqM=e9Tpa>05x6l>u(ISl$|LnF@>bsko9hSwm1^WXrSsL^oNu*
z*}Qvfk44wK8IR8=R=4j+>wXVE2nj{e<eG#JNG)=7y|y|z<u~Vh`>U$)bD}DY=55~s
z5~Rd=<m|@hwT0w@@E~aFp$kcoz9|WB_feEYU~S_wT~S%-E;3M^O6z>nL?xce5I*2C
z3pP<h;oj*d1@tWs2gXLK@hFGVc<(uquHQ3bks~2r)cw0$i-<x?l+XMGO_kNj7S@0E
zK+)5@+VD{*>zXUGC%PE}HP8-%cUR>-I;B^iM$*3V3*%Drw>L%{&_+XGiGy1v^}~__
zXL`}GWx-_FJ5~DPB`{|M#5RST#mI>xLSYM^Z3(e=1WeG^fa<*B9H|7|L?&GMr}!-;
zrep>pMU#tKH$~fUfiU=hab5jGu`{v@-?+ehbz~@6IUL<8aWihdMU~bLklGDPah?<|
zjf!lpD#ytd(}L7EGH~DMZg6;lV}n>Ee9abPNgCN@0)9YO7$F;7(?;;nSZcs&AW)CO
zS2qOW!m+1&BPj~CIXE$JQsc>#a9VdsrP;}kS2nMg!E2%Uc&6mS`i;(&Y?$5z<EVKb
zS2h>?Z6BVd7k2u07fKf*@>y?wg=vi1Y#Wg}lo)RjW3L+?cKSED928Y0bEgUmzCuOY
z3DsJJ*so=qxN%p8cw8qXca0{kM})&v1~3fPr2o}pqm4XSU>=or8%R-TwZu}hu^86Q
z+Dwo;h|>Ns$x%O{Hf9%z-S6`OyIj1}L<#(rI|P~>PE?dRSD7q(mikOK6@*P;{gS^D
zh5Fr46xu^Y3_7q2Q&8+z9rs2iMOGHLgl<)Pfv3)wI(*2%TpS;crPTd>8jVKPx1#|U
zbrT~_O@VGo(MM(cTE@ZW6UQBg^sJ`HettMRStWG%Dv)k`q4ofjBiSL8<`=w5rQ$JZ
zFxW-$B+RN*s$ED2ePPU(ibSxk@0}VrKozaAWON{qMrl?V8~txKd_)^2_OwgHp|00>
z>6_K=>j^QiG2#&XBwK{<U9*5=lu*4+jqjYmEoWg#9}*`z-|$7smBBJ~6=0rC&CxO0
z*qPm=AWHTxMf#a85;|!pvOgWhaUVq)Kv4{ZbJIRuuh>>k(>qUO3k!czC}bw3R$o(L
zVZH5Df?N7RDaQf%m1K=9Mj2=PuY0f{=|1Bw9kS)K!VJPuIH=x}k%?YehY;3ed1L)#
z2ybA3i6z1UNvgX<^`nr5?1UI_b3Td74X#0K4Nu%07S~JcTqZ~%#|MM0;X7WO-x=@8
zZ!p0AsiAx^bCknOFY3(kwhgC>)neL;hVRbJy!sagj}p0ra|(%Do=p(omc<Pq+vW9l
zk7bimyv<c#NoFD(w~I0!k;hr-J7*z}uRt}=<KT7MW&So9ypFdYo9!zZIUhh%F+4sh
zMp!6oglQf3_uGeD>iBZS%TDCJ9{O@Cm`c*%BY9BVQP@AyrOLo0AbAHWN#(wBQOH@O
zN+#)AhFioYFlE1{FyF(4w+q6A;)h*x;86d$KVDQelt%u9N}z%RDfMnb0p+w*XL(YS
zG6?STL*s{V9&{d?Ds1X{X>@KhMO4ZQ4H{c2x6N+Iu?ZJqmy@O3!(3XE`ThoK1815X
z5Sv<8uK<_-Vn3Y~h2$OMCDQ9wew5r}zAXC#CuA>vd9gfK`&3Mo(Vhu2>XFSuZkLAT
z>wnQYIj+zjCBQ1>#^%oN{>bZgjnu-VCr}N>Cw_Z7DrRW5JI@BwB}a6d^LywWhu;9f
zSf4;`*YVTLT7!9ggHUB1=bg_Qo4;^$zw#_F2^v|KRm4ykg9+S4a}$EC4d`Ug7=rMG
zWvmX@4igl>J6z;X)`Xt|?!xP3yK#i*&=~1|nx)XCMzZKq)_UH3<5_D(B<v150|2@{
z`nLu;^>^py(THn5PH0Ss#G$1u8x^6=-vWdOYwCk-6zWl`p{Ui3@5gyJp!KUl1_$Wq
z2!GUVz_D#d+Q1E#!dHS?5lpVgE3fSRR2`m{p+)#eB>kfOROb*OW>14rLOEwMP@%@Z
z=SmVI{+=|J96n44x79{d{&KhCb1B*84Gp1t=+NzPvDvdH^|tq~)^AD{8Y_IPIk}U^
zAK8V3Qi@)9=@6Oujly}7EP<Y5@c9W>Xg1n7PMGI>A{pM6h92Lrk#0@5;1-CO@}g1B
zvb%!zVoFDB`mqrtF27_ky#+6^keQ*31w`u6e=>>Z4xv{L`X0<Z*Vg2&fMHM@nX5B|
z9jVsG=7`HvEC6IlrX8cI=ZaK(t(Y)@^*DY!@ma814K##SP?nIhuamlcJXzF*`*B(#
zg_{D2Jx9Nuo7r?Wim_C^CF?NjIOj`@N;p35-C-XVSW2$p%S1nN7h)yqITiteMESw+
ziq#TAZ6o?)?t{VC5rorH7Z2WkiEg{5DM<}Z+XW_DY@7(S5e6yd5!_Q6;BHQ5G)bk*
z!<6mZGFS<Zi>64_P4SGhFq-Rpd}FJ+2uDID&lnSF<VL1{x~z$99=xgH!*9C%Z)NM|
z7R{-;68qJ9RP>Y-%wC;=%vYb);NPEkj5Q98+=qtBEkT$|$^<g$kSb?O<Re8Nw<bS9
ze0EFVaMLp6h-=izj8~m5@RU=Wd6U6|Y%@-cI{H4W8!=`n{_)L*FgLkA`M7x|EB|B-
z&58wyKR8Y?HzS#q*vB1ocKCabQ%F*na~1>siu>OE-^~jEYlTtd)L@;2zu4f=JpCqi
zmqIqI14{2dd7tNj9@SD<jJj<9ub{`KyEFt8&fowbBL&@S#5Rl)<*V0?LQkdh|Jx%7
zNIkk)-$6lpxn{%=A12-^62*Hy&zEbvz>~fc;b@czNBFkyjjwXc{_%gk|Hr>;{{Pp1
z0HI(n9n+WFLqM(1HJ~Irb|?GX@qfMaMS3Wpw6#6=_8jQ`8Hmoi8BR6w@EZK`$MftL
z=3=FgbJatT42yuqC1dsEUr``R<B?D=r{x56z5QyFL8mN`#-Ge$5O(8~`zG_P`J;f#
z+1hFIhWB<PuQPnyFB_}R5&vNsnj$%+onNQ_9P$5E=$+YpZ$INmo&PB`v5;M=cOP#O
zD`IB<n$h({pLn}(Yo+;pv%jVKHsxuYG^o0XCKZXGXze0kLg_i4w9@mp{}p$8CBHS0
z>PPZC|6cja$`_6SECvP!i6Ij2hb=&GvN#8_XT16%s+**>d|b;%ys2&T{0n>>ep22Z
zs+jo^d+jgKV%_)Pdkg55u2&Cwv$KtYgO;nSfL3fJ!Uaua{Lvgy|IclQG_Kl0nI3m1
z(--eih*FdXkN;uOfU)K42?uojzT6_Bm95O~uYy4wg@PNS3)&h@SWvz}NAdsy($ZMA
z<^=*`u|f<p>~r15%kt`pNYdKW1m*PAay-YgoN2H>>U4VY+5R47?Xm;qsDwN3Guj+!
z5eq&8`oQoM<Q0{LGp9FyBS$&d6#!GjCG3$dfI1fsLPEDNLis0E%SjGazx}jn74HE^
zD7aF_5#IhEh4YRmS-kG0zpwobxIphX7bNRD7~Tj7%z(o#fNYI%aRpW5n2(nke;P^#
z87Mn+A+tvBurY3=DBg3}a}Q0bm=TO6Q6K_mHxto*1N8z=q1vv@78I?!#QS|-E_1Qe
zvbG>%?D>v~MV<hl#mYxmupN!Gy2`*O?@C6KsAC(e4JD&|*&)yI&vKd!Ac;3>t*x!C
ztGk*jRo~s+-5K4*lrIhD&-E4V4Yw+<`g|E4#zDX4e0Q=8L`+iqN2`TzU%ouv&Ao=R
zI-e|&6Yv02X<IkXFdp|*J@9`%RU`A-pm{El@r^)5TU$Db42~*zl3w$Q1-}7oAvNN9
zI(3oDF&7V2O(h9d%J@JYsFB8i5C=)RiG1AW2p~jFUmx?Br0EktAK!9$SpS;@JeSd|
z3Jq@)Py0N_Z!zCCpKlX!CBS05X|Z&VJ^!LKc{=P8l?h`VhWpOmDAb&fGWu&B2WHH#
z`pwQ{dnxL?83=NB9`A7RsN3hJZcb~<nJZ+ss^D#p_2JX$mW`rxnOSIS0oiMB+N^vR
z_xoW@MDB<+Z!XJou-rjEZMG-HO1{g|L<Bx(T->A0)DHorEEO<-4<h5|ggT^iS<k2|
z3z|d8zT%`H%Ce?C-yDiF5}7aXCkndX<T#F{uuC2pwK-XX3=eF@$jiof5CCA0&Gg&F
zrl<{YL~L^0m5V2L^#aQ32<}c-lSjN?pHkhha99l$cHf~2KtK%_bTc|A*z44&e36xv
z)gjfZQi3o2Tlz`Ux0}xIQnf6O8{suyrU_t}T&V!2l=dGF=K$?Zk7gCgAXeTv3~K7)
zwI3JuiMv(jHV2OE{G(|E1d?C^mIgQPv?GEz!@9r?uS_jI5!*sgF>ljO5OG%L$3trW
zw?KoPDfJRL#(d_4!2av3KhrO#4zy~ol5Kdii$b61cy5QplRUpqK_&iqsaK2CN>E6=
zsM_%Q(m5h**rM(=CZtl8w&C_=y)s|xZEJIYC~D)oKsC&%ayLGS+YUO8?YfcI?L0s&
z%Ol=*dOfco?g<inbSg;`X)|=)f{7(<2ux6b+IXCBxjG~TC}EH>ij9m<OZ~8QvG-z?
zfysTn#dzLTs%4h%hrkM&;<uk3_i~&PXTUUf26&f)$s2=y$Zi5#8Y;F*jzhnruK?g%
zHr<XcKV1XJf7O+<(%oQs)S=;V!h)P!ahdg;hKOB$B#N}(uY1s6znA0LnVC_W-vB_b
z8|-nBmoNmY-u}OJZ~iWCFOPM?{qLcvL|o8X(bWFeI6XvPx?hHZ!(d_R(A?Qk7Xr?Z
z9LuIs;1ViHANh?-_e!rj+&Kwfc^jTCo(0eyQs!#!6yW|&;vLG?YXk-(X3S2b&kltN
zBP;%2jJ5+%p3c-<CaUhFe24Qi=K|1?D)CAMy!|B~BDQm*E>8IySznn6@1|2YZimX<
z>}G-9$Lq%TrH}Iq1o<E|9!V-6HcLh*sUwo?`pCXNUv3zV%kyC<evs$80wn-CPm%Ej
zwv-DrRi?usP+(~Z{d{QGyiM8{^n!daP(y@fGjRw+SGPazrH76L_FjD|4flJZRY(zW
ziKQHEh|Q<|2vX+wts=IrlcdUF6Vf*0&=-UZS91UK<o*FW7>)K2i;R4q9*#9d;Q6GU
zD>TSjs*KI+$?0PlUFyTd>-|RbA_}|4WdVdKAOkM{T^|&^79F$n_j4iJ4OLma5B{Am
zFU%!3yO*e^ayj);uCNM*F)BjQsJz(<gSV*Fy>7A!K)DbRRn$?-a^T*20A)`ekc}ar
zMuc(wUDrgRq(9;YKMY48;Cf*eEjY+9nCA&F6&a>5jFGypd+D4W%uAvo@`|5H<B@gm
zGJXzlZSp<?D)3y#{wBK%Rb;SWy~^HnnS9sfo`TL=&$nfV3t`qZU$$Vcq;oz^bxZe;
zdMafY$1NRFNy6Dx(u{8a(P3ixn+;F|0y-Q8kwX(2<J+lTD_e9`juyEay5D=_>8(V$
z$xM=6OcL;00%lnYrG62P<Mfsa1p^-vgWfR<xLp<Kg%0R~oaahZ@%--<YL(al>f>bC
zJvRobT9w1`XD^Ma?mKvT{P=4C$IW&5Ryqy+IcNjvxlplkFp8Mb{-)5_wuJU*81=u^
zurmQ*<obrF)wm9iqeX*rKrNM>RyJyz81EM!e-2HY^Nn~6Jb7KzhQw`|lz(*1Yda}0
z#1&%w;#-~=XMe)!IP^R_AE@>UM6|-bFV|@=eww16jp0X1Yk_5QsQ6sr{_+>qoc@@O
zHmOf;fqiP;lg509J%GRa;BGI;<5Uu~r<o5c2MhU(>m{#bI85Vv%~Z^{v1!ruXF5-r
zhjhYLx(btx$lTI8#r+(O8WFSGQLT<mrNw*{rwuK4#9T?=;L@-T>(zlAaetb1&H8ku
zaUmE_{)0ne=)0uEMDn7ofGrJ%Y5Hm`^G}vs=z;!;p_G9E#bg~)V2Zuas|z5?pudxX
zm0|^t@-84+IN-ra6HcgM{C`gKzepj?oq^ni2;#mZfeW71*q*egiC^7+^BOPAL*oJ;
z|L}bSGZ_ezI5JYJv!vpYy;SBF?WS_8*6m5duLzr>F^+gdG@Fd4akmWXxW$8k!rDgR
z+=y!aq2^e~iT!-gz49ttD}^;_DphiMg+1I)(C{1&&ufL#xep#&w3fT%TJ=xn(<li(
zJOaoTVA44Uk{L9gv|@p#i)R2yRyYLE_bCgd8md^8h#BY#lRB~ylapcS1o<Kz5c|_5
zO{{+558|dv%Y05bDT;;b9#VQsqyQ4iAZs2SNQ8nNcBpUyeo=9#Gz>b}^{PV9-Y#W8
z7_zKq95)ZnzZ&XIIL}b@?n`s@K5=y|z&36hy!u{&TMp-pnh^ur4UC}1VULQK=?}EP
z_<ofSv?-{ZRbeE<b{GCwP}Ww3uGMs}z_T^<mIG>z_yidm29->qZL-NxpyO_FZFI+6
zS~@8-gZFkSWKbE*`v=hEZ&`1ZdYVTfc7;*TZ(kwE%6A5pX<xIkD=4!PY-2#el`@^c
zz4m|1rO0*klsMT!TOcF5C$7~f$K4g_+X2UyG8qc@?lhp{vHfTYAa0ZmTr$9OZH&^O
zlL4d6W_?HFq$Ublz<F1#T6dH1OqJ;O0EWbaWs!Xtk{mR`YeCw#S5xNN$q24d^!^FO
z<(PH*KX~g|^bh+Rgn=?XX97P7f)pLyV7gR{Nymuhd3g)|yJSTsN#QNk1N<u~FiRFv
zlhhYwSjQ4YjqjhyIk^F~>Xz>C`Q)0ZF6bkmBIHTU7NJ^an-^$y#pUjLlLF_CgwGAj
z-|=GVt=R_9-)a=iXLRallN7`pzE1%VS_0fw<)h3Tl5)4p1chiK41V<_;&%P1Bw-Rl
zr0kYYwWfhLn2Pa$c8OXe-(}T@$*JY5Tmrmwstoaoq=%ewL9b_>u%r(jNFtXGn1ek8
zM4z+3cucq^oNi_*7$NJ}#`E3m3TO0Staq&bei*Z#sN#d9qWhu>7^s>vu;HnG8tEtH
z$|+k)JQ&eXZ@0cP;Fe0BAQboidGg;0y%LbvZ`Z)3w6-n)h!pp7MD>FGi#V$;d;2|R
zNQCn_ubjo|t?fG>evRTgB^%w~A2WV<EcOGuv}V~ao~o?7JNo)O)X&Z56MI;!AST9&
z`#jfZ#4N-Z3@TYFOq0HGi7Pzru6dscACis-VPv~yasSBC6}Oy<E(uW~#s>&~<^Voz
zoE7;7D{T`y=!F2-X^izqjA2EpSGM=?0ZM$Oqpk3;#Z3O0K__3y+hmsO7H4h=S9^F&
zWB)d(BC(MYL&>=mXJy+^IE5np#Cy*;C?Awb>iv+*#mTk%X!}XBx7-p4MZ@!r@>5l5
z+9OMduqWXEpdLgP8cR@E0B=Aj)D$f1xK3jWvKeU?nS$WIN0(7OEB=qNuR?)pv@C15
zhdBftO`9g`s`W=32nn`C8ga`5+%x4v%J`ejYoz?Ps+N^)9Ju0;JHY*Jp$7ewm?t~!
zM9U&lamE6<a*9uG;jr@ETP}#RKQxmu?oxut=uTXI_@%trV(Vjlt;o;6;-=4BN{8QP
zFVt4MN!JHh>YT%%+AaSN_TD-wuI2d`9Rk5Uc+g-00t9z=55YYIXK)DauE8M;1cEz*
zyE{pM1RH|826uluIp=%M_j~W}kNbP?zP0XK@62K`z4r9pySu8Zx~jTA)!$NuGOaw1
z@t0_T^Do;q^%fjc861jZv`^|#cTudYz%L+AT1|{JQKhY14;JoLDITUzdx$?#$gyHK
zo#s5@#7b7{AMOhU&XLV%0Q~86#b#e=dXWUKurX|HbPUnZE|Ro(nqspARZr~%2?!jc
zY;=A61yt4@2T0QuJ1mPjlN97>oANX>Ct7bT^YN$MFmlg9gz5hC&Hx*NoO{X6?$diy
zrBa)Phd9OcFJdLbejl`ERDJ_Der@T~!i8ftmD-<59>>m1iq1*NCK@uwW;Q+cXuzfv
z)k$TNK!4QF0I5NdZr?CA8e+c@!M+N-rBT7xkwAUohunko2}ydWjIRSVSOMd`F_$Xb
z)1PepTX<pBFPox5<O;UJ^t038#svF7KV|6VWp^tiLY^%rfBZ0mGSgEx4iYfc4h#OC
z6=)cy-c<Q7kNcYy!eM_W=d{?};qrT1w(r~I(D6_y>FbK|?@d4cjQ#>&4z@U*D7ii}
zROSdxFKk?F%XdQCWLhrVB+%w*{uKi0#A&R+q2!kA#-ifOggMKn9K23&P_`z%Ix$Z1
z5;lgq{eNrI$G?Yb{@k&$l!_EEMs4A{cSigRF5{-6-*7$Mgo)w3oE>T8;nSa6)8JY(
z$%QBEdHP)B%ROKXadUGUN^n%@!lDRSf2Ee`n7@@V1~!Fg<$!(F&dz7;JDjf7Y=r+O
zh@=|LUD97H8phFnm6ES<?rEcpbeTNk>vnu?CoIij5191;1`=Lm<X%C12r#k+-1qE(
zjMj)!@ga(I9G2fG-EBVG|2X(jBV&M0%3CR0XF#i|Gkf^dex&xt&9F-9BscfFWGC2P
z9=g660^?uaKG^DMZFZR~d`1F3$^;i7kW7oQtk^lJ%<W)dI|;qs6@cYs`vDM3Ex)|U
zcQFEtB^@HpQRWAWirQXhwuj_@MI|bvmh9;(Obl)SRLfHcd-g_2Goq%DVQ)mYr)qUa
zR;EFCtQM?7MAaj2=k@bX?Em4VzveYk($JU$*4}}of!Ia5gzSRW)>{B30AS?8m48rS
zl$Mq*qrVK3A@`s;O;D{UD-(RTgC|cyGJ_Gf0mOlJstO81St`3+LLZ;fd&zJN(*h2?
z4#cQA37(?YRD>Xup8+;GIYfgBtfm%TI9z7?aw!4_4}MHAZVjbK3p)a`dAI^t35Et7
zxf)Xt61qmB_vVbTpoxvO^=3C}xl$K>@k@(gnWtE6UJ>0CC9Tf`t_#rBw9JM@Tdjxc
zuL^h)6t#xyleRyqZ*l!gmO9OzfePQM-n0dvMJE_oTV9_}PacbG-2q;?&h|w7zr6B*
z-(ETOl>IQA=Flq%8E4;L>I^u(g@LnQfKQ>tb+0<U!l>guMbECPW>n~c^t5wC{0)HH
z4M-e7cuqvS`V(;9aWlpFj;C7l@`7u?unID^x4{u-2a6Oe#_V{O-8wUXDH(ExO~pv~
zLi-Td3!-!Ks^e>o8eSad6p~o?4FYw7Z^W<7K+?XFwc?BF)zar{xu(D=E?8cLf^RxO
zG0I9gHT<0R>4$7--*C_LR8^0Fg<}ZF@+*+gn=%KDWw=D6)bsqO6+0Rs3ugc(J_|SJ
zJ>Y%#-NgV&lL6G|0JL3r^$h>U_aRq`8$Qcmj@u(LZQ*k9e)E!RN)WO@R{bsHuVM5I
z=Mr$iUkK%0N4a#hwx2JHGfVpknht3pF~7PR6=A}se?qH9+qw&2DWS))g!}5Tzc8{J
zZVTydyG6-<yzXpat8QehW8}Tu_6ucwkjdNa!mRd(`y0MsYPq0~J{xHk3w{qia@Flm
z&3?J!jM@B^T#g)HXoGOXMzNRfCbf)yZJVHJwO<t8#<D`OrSLgbMM+9YnZZ^>DGbG;
zusg%+-uUIRCtS<KkkEzzF%WlPnOmbB$l$rVyK99>OKoeI-1-!1Qt1SsPH<>;*~;RD
z<m4t}$%ROO#PwbWK;GKpX_MGuXv7nGC)e*eQf_mONQ20nrq53Xo=4*b1??QPo+!^q
z->rD7i6(->e4hgT_=!a61Ou|H|30M??$)=PBq90_248!EHg$RVk`%`e9_$bF-<Fo-
zyc8S@h>*76cQSSP<k&eFEJ@!V58v${5Y+GT=2;IN9j3p!?Q;xVvA`-?F{Uah-0*3w
zZ?EulgTh}!u8Xn-OCqp|E<tJ(OKvx*S;Idz=N1%*<0_S9`7E;PrgSzt1b#difcM^A
z-E<bjd+}gyACIeX-6&)&C^Zpw2Z&N)BO^Qt=*&UJCiSvB@nzMPm&}<I;49_Y|Mnxq
zW?s)|_@(%o7<B>Qx|`7$k@E%k%gyh^%duqL9e$DWd5-U&W|?Lln|ESX2Kx*ZQ_$7b
z)&6#KbCa*^q=duah{)1}M#1ZOT7*zgSV+u9YvSPQI<+l6s39YR^vGOuL;V{SALV=4
z_;@0}KD~S>*ZcN%;b>><;}s`B4;QHg($=pwVvh_yEH4`);L%ECis42@D=H~DT8$+<
zDfgE2)r^5Jc%fk9;DCK|$l|Q)jp&^zd#uWy?{~2`8}>FJ0fkAs_I2}zw}qg$4$3}(
zp;`yKSQA-V+cl^`immhwe)~}PUU#xSE?O@u_dr%0hsuE#EOx4h)3>JE<1I^a`iPJI
zq>zGS=hw(qm01h52ScVQ&kATtwJBeX534nW;uHy{Z2SxdYoN%(J)yu7Y4JD6pxI3}
z#i#+K<|Cp?ZL<B<@w&NE@iQ`J?Zqavh5+$bwtYD&n(<vnM~*agD^R131zimR77f(L
zDz5^^q7?`}J+EL>(^t;;Y|hseHYZnnael7*Izv9=m7K(&p{{WqkX!aP75-8pDVoq_
zBAig2{8gURx!SX&*sbpxtIcRGG!jQfb*>C%T(r4UU+m+v*3QLj);}k=MoCy(b`6K8
ziyfLO>6%Xnme$lfNj{A^w!oJjF@lU2D6})gnOZ<2A9LR63OBWHi^g;Mm{~e_iX4vw
zlx*)I^~wD)T0|)w6tJ;t7*DGyOFqSkQ;imNY7J;J*U?MKOcDhoh;{DokY1jR>govW
z<_6hU3dnobQ;3W=j=p_0GLDajfBg3GD3+8#?aHoxGaqfx+jw>+?dPx9k%mnX46`X!
zy0UIxV`lI=wm}Dbdl5#*p6<=Jq@DyiR=xTzt6I&8g=R$s7n$O&tQ>rd<DtQ&OzAk^
z{4NB>ns4eba{E{)VV3YFP^Dm*>ozP<d?*|#hp8No0>6+;YN%*>vosjK#x>%JYPHLw
z3%?7rlf#J2pa=b?>eKCy!b~IZ{}P9M>Q9l-O_AnoFHwA2ujN&H?TP0zn@xPFYFW=^
zhT^hSCZ2{BQp~kdFyApbbnxFtiFFZce|Bb@4^fWO$;JL6qo<etIzV?3pDpovd%Q57
zXT9=qWI?^nk7|<v%t<@^=V`3Y6g#nNl2XwMm|J!M31kAU=vWbF#=sHxankBiX|ho-
z@}$my?T$s8Npu$oH*b{&d*Yj$o86T{mZGuPDWSdV%-N>$O2@oKl>N@oW1QX{3dx~M
zRENcW<ALfItnvln6^LAu%l6I>$!gWt<9awvE}l0!j<~;s{g=$YAcNx<s8UxlYRwKp
zAl=&jXcAW>zVdpFQAxi5Pr-}(V4t+{^a8^R*YP+E&Cl|LuGAvvPEhJiQQotfl#YT+
z{66y$Mgr3$1jWSY3732zA{s}Us*LkmqLWk+y({(c%{DC=xzpIQvn2LnHzu){MI&2V
z&qo<)Sh7Q0DGN>UU|r<J?-g<t7k+}4b=o|+b}(ME_v|Jy+48>v7^$3DV83^gA>V}g
zQc3^yAr{4|?32{uh9)wRoSoo^X1|TwX&X61jieXz%QrLGRt20bbXNV2PsY=;nnl}O
zJhhqzcpb$PCTuWR?#xwX*z6wv(djuW<W{%0DQ$5!=Wh6E*wfy%nqO5E{VhL88<O2+
z;#?5FO8Pp?C#PnuRUpHnpGjT$M(_+?F-DDD_WkGi+1XiEBSTAWsa%xx?l*54?-y&W
z68Z2)kEKBbV#tUDlJs-(-ANJ%{?FqCgJ(MlzJ?Peb><}505M@pNB7bKba@{e8^u)j
z3fT8hr9EL$u&Jr!quQGfJT>2(HIkx_-5r$)T#^T%+EwDzIZ4mlqsw$^q<0vG<b>pg
zs8&&NR}#40R~CS2yYh{99AMLa0l@Pz1+R;^x{cbby4rWH4~+~2Ugpm~d4D6vbjD3_
zL|vjxH*(j%kLwDz$$TI=RPXB}-)xl8CMy_&a(jL|sH9>a`K=^lXut#90LSOFCd-0N
z{VxIV$Nuy->l$#E-LSqfH*?QFY`ko^42v%9HspKt(@~5qHkxv%q_F>0FzW<XWEQ3O
z&-w3R4J@bMD5X^sLdz}%$40cu%gb{V4QKEy1EsKea|RwWC^WNC=K3c;kJ&Hr3MGnS
zfSV`c6sJe35-@-SMNnN<PsmK^qsv#tg(UGeRI<M9X$o?B9$EWRHsphsbGbo_=HrLr
z2g`^Ns-IaUE?C$TA?R*=l1`N!#yyCyt8RPq_XBY^r*VX5C;|l8-v~f;Z%n*T+xI8B
z)J_X>45MavHhbyrXC<D%GW^%6^FI^@?ayYVGDIe@(WeF2DM>fAUvDt;x1Ghnzbm-N
zh4H6*coqsz@NG({(_@PkiNx;^Md<xW95>`gteB)0^Vywrqx86!$5_l%&MGkMs>eN#
z&OFUGd5t;kwine7C|u$F+zAa#eWIS6_a2qCZVVtQs8E7tTC{S}zNExAQMa1Ny%uLk
z7xy<W8R?CmI}JqMq{0sNl#iSnMwjX~lh;pJO!8SLZlnE%#hf9F{uypa&OR++@-~z8
zN8m!9DxG$WQ!%bTd)4~*qXN_BFGhk{X-)6_#K_cY@gx)<pUlxVTN-3p#+KaDh;BN@
z1*|+uJ&H$nZEk5{?vLO#ratcyu{}XM67Z<j3@MVh%v-;^8sz%%`9Y&<lqN&a$Y$JF
zzCbQqad+vcHr5eHts%d`_toa&w8G_iOSWz6)#)ID$-ia;?4rG-7pBZ=uby+8(25r@
zHiv*vJ~vexd58KtqP>H>Q7<kWE#WUzdAz=*EKkro(f0_>>=e~)ayk3umO`Dstk?aG
z<|=*BW-LJ$WdYKcK%*{Wc?>5)EWR;2BH74<c<J7r*EiJ#Zcy=p(}?X)naasp{2#KY
z5nDBoH;=c&1vyoe?dKDmk5@gWaKGf33N2<D<34-!{(iDlV_YvOn$BD@p|rp)=swYU
zv`{9fnTp_FS`gup0&sX%*(>A8MkUp1agr*>vp76jg)cYh-I9QEX&X!OL`M3T2@ud}
z8|eRBN4I?;$>bILSh!V{kJ=8^3;7i8E=$zJPo_#;_}%}KpHAB-5SO_+cD?~6#0g(s
z+JLkJQ*Nx1p%0tj5tJgcz}IG}aK>JBzE|uETIAK$GA#WYM)IGw*nj(L79-#R?)AJZ
zJF1zTsk4idnX&D!lKoq2RCaD2%9oVCN?d&0JijaazRbh<=Vd`bN>)WPI|~;}N_HMD
z;NojaR&@^tGfGx%mABSrCN7k$YVY2<{JtV*Yit4hpk-zHt2R3~C9ABNm4&4XCEH6*
zN>&Mb8+#`;2V)a6R8~ndS1S`U87E^8N>({L7c(aZdmCdHGfEeycfbS0tz4X6nK?<=
z+dA0Wnc2Be@=~%&TiF2BfbU=RB+X3hP0c8Ug;D?PjXT`lSQQ+I61}JLfx?`b-kqzj
zOlK@SZT;XyhkXIsBK^oqiHApbuRCzKzQz$8ZxUa}6d8xs#)*u6vzNr+$P2mk2=%45
z{y@dNHp+4ORJ8})ipnoDdoi5ETo&!>1pQ8W;-!S{V3x%ePfjTDnE1V*#Q%wpx`ppS
z`w;VP;lJSXZ{GdETDHHK&-3!X;xgNRgUf7eyj*{=nVpRd_21Y``Tu~;k`n5FFd6l4
zCO=F+?1M1HfN^UEG6ntmJj{Y5K#%_Vz{5X+M?geCfQLswdW?vGh=PoQf`W{UjEaVd
zj*5zbij0hojgEndg@uiUf{ufWgM|x}u^u`>Xvm;(glsrC9MD5AhynzHdkpvc^ZO;h
zKRDpIj}eiOQBcu<3U%0^M{vNq5a1s_MnC|5^#OhdA>cg5rD799e4=WM^vn^DJs>_C
znOeN63;*@^LmG~^PJt+>1cXGyB(!w&&lwmwxwv_F`S>LyrKDwK<>b}WH8i!fb#zTk
z&CD$<t*o70-nqKDdw2!~hlGZOM?@whCMBn&en^Al<mTlU6c!biRM*tj)i*RYHFx*)
z_Vo`84t*XQpO~D2P5+o#URhmR-`L#R-Z?rxIXyeSxV*Z4m;oWf!GS;`pnJcqoXF?@
z{QX0Le<<)b1(F^qKQ;*M*9o7=o651|QDmpK@nK}B)%y^tXmMPY_QpK|olUibfcH_Y
z@i=|bqaxW-qv=$mldtz0PqqmerZ}!NP;5<O4;b*Z1Np}^8f{HK+?FUA*wQU)IYzH;
z>m-POPe3jzg6DEYV=(WZq^m`YaFM~u`W#=Ym;C^GF}kk4KE4^tCvl}gCvBLMCJ!gX
zIH8&FC8k8lS}J>977nPI?}s&CG@3N|Q8-<YZ!XvuKXdT2gA{w2l-+U0^I=^dVN-)X
zOyT6rtyfFqmN}8})D}Qvv&SlEiM2<BlTB`LckewYKIiy6TlehuW6Y;bsyY*AEM+jv
zNmr9WlXZA(HIS$O$BXWJnjb)!GRL_$m|K2dsIN41YJX%SRO9HB<tt;rDY%qYPAjo+
zXLIF2FviitW7ky`a_0ImO+=E-6>Mod=JGUbOv;5+KP;hs3sTIqu@whP35vM(2&<{T
z-f~k7{6)_uTiWp3&r%wc?`s)Tc=59lvpA<`f+xRc&r@8P`Z1bV!WcQ$vpyGnG2t|L
zHOZdu87a?bnQf(vr<t(L^VrS9f<iu*t2Q2&Shnajw{w7QycNeFoVrM|(p}iQ2asUw
zy39G*;_b0WGR3r;-^t*;`qXzjbyJ|*!;l{<G%ufh(*E%tR8HhFwBA1<l5EKuwm&$U
zGKtqrHt{Br__mZqPwp+fQ@n;Obva|PNr2YU_(uBESCD2-fn0!DvFnPqB<s@NHCGzM
zHU&`!RQQU;hB*n545IY;27&!n?K@9&i$58>9E|B;474TKpp=Wg*Z6Qg5>s0|tP`aI
z5sM4WhK$Mj9>=Q>_VKA#b(SO7Zs!?vq2MFbCrCPcQ3?I5<GYinCRd<BG$aw5Zy{(C
zhM>mio^6E*8rA`$Xt?3=79~u{*k&t(#W=yK#K7Rlx(jprA3JUYbX)@uBGvmxpJX8%
zfqaEMzekIupXr?K{Cb8DlQ7sVd^r?DtC%{vsS`h^+4N^iAgK>y($oP?54whD3NJ()
zL^^p?FxueS6PvG^LJ%D%%}DYe(?|IpwUXD5c+iNF*8?c@7C8o2fz$ilMvLR}Jl)*m
zH~y1o2N>Il{e6!t@R!?}zOB@_Jx64U9A`#=$&vHY<DX`Q2tKiQwn^Z}{MhGmL5@34
zDWJ{#DzTfyW+@m=UnE?Z;>xi#US^;YiZNMR{38FISwDt}6tNqc;rFFj)EKdE)utrp
z1`^A2C~pnk5)b5i|5$0mp4OMmc7UsZ3q`@_YPNR}+MV~tT6V7kg^W|es^pf+g%@5L
zsB3y0wkNF>p+Nd4Zs8EVbBO!jG4<TaEl0R)Q>^ilPi`I%YtHIHq~n=?hL;4d!J6E?
zI;rAmAi_es?NL1>1|=(^O~rndwGqCro^VB!xMR+&&{@8s$al97zhz>{-1n{t*faDz
z!t=><gNhx#Pe>ilsovz;A=wOm+faG(2;>O4x={C*5GW$UF#RrtKW51-zO%te&Bt}R
z7$%5i%a!LON3^|AS0Tuh-|bqdKZ$ghnZ|=k(6pzve5xG%?URW7(Xdx{%``{WizP2D
zBpRis$<JCu(5#|-oJnvpAlF9nhs=dPaOJRF_8G=5E#$-F#LY`P!cOA~_q9G=7Rpry
z(zDqPyBn-YjF_qDZk<wKDHX~3Q&Ga2w=zKy)G{AIt8MQ}m)q#@QM))aSiG4E^r;ch
zAjf`qmr~3c3tU7{a>#IsGZEQt^WkRjMu#aKyUbWygW@4`d8_q!5vf~wSGE<7ccD3e
znbuQieoc+4<Us!H5Gf^=hVAGlQ+J&$odSc7j%-&6!Ap<CXYmW|(T5g6*=-?Y-^hiS
zIvNjs(`{bve42z`Hej(S2^n_Qh4pOB(7XR4v2<IuLgDA70#Joe=$I5^bS3`Q0?xPh
z*^Wd^aY{a9;KLonD)e8&!QC&WmF?~$O}ZLL>*IFHmYs&tRNG0<3`_b8WYby5&*j6B
zWGWCs`DN>4V;ZksaBRMrfxCiY!&_o?O~mX^R&q~p8n~9*smGUfei*|;t<!rJa8vFj
zg>|}wllMF=0&HzpH9v~3w%Nv@$%NYqa402q&lt?a6TMdQcmRdBQ(RddOHhz^x3X%E
znN}w!Cq<KF8zZIjGm!0WjUu}9Kb=;chg%(M*}kPHn2qKy;*z}7Qb=da=FlIhJG|z2
z(#jSzV0{?lC7!C1JQ)|QMcIQ8DbJMs{dAx$8Jookym-sEBzv2eVtF~>Xi#)`o(P&=
z=Fn+aAQ`8Nh&JZeigFK<2%TEmgD0*i?S?$AJ2jR?nDisOl+=|Ti9d=w+$}<X%^tr{
z$7w56u_=WHj2d{kLsRiy1sapWe2>%!&S~3y2q%2Gt0Br^hG)F^Af`|0_d00k_W{e1
zc=S~vrj141E&IZe-AaE9M*&$IEstdbX8S@ZrVPlLfnGO`nDGVz@vNaoq1DvNg-Jj(
zti}pLkaAdTo7U&zx_~#f`38@HtNI?UO8epij6%LMtA|8gQ9T&3iP=qZ{B6Kz+YzQt
zt|<4h^%UW>J%iXFZ@#-+_D5+5ux}KH6`yV}A3)FT0GYp8Wd({BN_0;^B*y~=Wl~@(
z*;szWGibJ;$g-E-%}ep<l|~~XclBwG>Ou<nV>v1&Dt#^IW!uLG8=`8Ikn^XbD0;fu
z9`F6RXAYHoiB=llDLQ~ZaH>k-{q?8z&CDNadg)V`cfm%We_|wO&CZfqV9plJ?7dxa
zIkF>=hHpv<zpHb;AkYYpK~;uf--~!lS}#{ZPEK`@OMlbd-hVg|NJjZ`hwxe}!M&$1
zaYlczWDNw){NC!p_Yr?>RcLn$<Jk_Gb<YMUp>C-I$3?v%MN8vRYmibc`+N!9LVNWg
zS)}&N08<euuyNi(J#dFEi1H}%YIH?9jz^BMkPN)BTlCebk~+KahhK$JxsSo&C>koM
zYk3Fh?$~tp^fVMVc0h~4F^H<)2Rz$Kw!&8OY=COS$2zN*nVhiRLjzHE*t^`(B7Mx?
z58n&sFUbDBYWSHWEZ#5`YJGl9TO~>P5`U?AAeP=rpC*j>tgO_C%z(x}O_^iYaCn)O
zDF1vg-@$p;fH3m(IqOed_iwn;o?1iA=NYyv^R7$qh5?5^;oS(p^R4QUoQVU6uz}`_
zTOWlpu2EGf_@av4Zpx>F&O1y$4cPr^ww7Vluu%8Xz6%1_YsNuQ#HMr+iaDAfm(Vun
z9%1&-2au`SOTJaemN$?W)ml?YP!@$+5cNu>w^>1Zo_96?vMu;1cQ4-54gXANeYtiF
zo*seq6q<2%Ks?vu{44?s0mkj^>>@4LqwN_RQP}#Lcxc$%s(#qVC5U(kS}gcvxv_jN
z!2{cYW3bfs`H>{QzAc_29C`8z&w@~sm7EUHW3}yjk&oI)ajUyp@9YT%{OmM7;7U0*
zYlNN0TrWGJKnuP3a%Q(v&^W{4&>*X=TB}kutavPlyeqAds{>lLRL|6|rq07we@v-s
z#jOh0onl56>w!}Oj2?$W$uC2eYlDXv=_%xoo+7ultiR^x^6^;`ryig5UqfAMbzT8%
zv3D|*s3$%m18$F&5Pv@aE9A^&idlRpP!`I5nV8#0lpys=0QU7lu3D2kG-ZVPMG0sJ
zyqy)s|0-IB14;(oB6?>@EoL8|VS>Ldf?eC&+>l_Zzvc=}+P}~-;O3>A+DnbHV~%5N
zBD$#fB60NbYXfqDxHNdXoKVBVrHe{%5BlV&Fmki5DPCi6bE>u4kHkQ(NihuKnm{|n
zGVZFZ<ioVQN3y6`rL!iAOkBay=gX-lek6W5knce@@V;V3T(a<_{0?iNCL&Ibs^1IH
zJkk^8bzelw1ADdJ-%1>=bdSkL^ts0b8yXxJlaaKyA2K1IuD{`Db|U9J;+%47)aqv%
zseJ&E&7p;0{2I|)tmxL?cL}mhy9N&ojgF{gB1PDxUNLP%<^5p7@+?;oOTphW!s6W8
zYz(g)ebyc|nNMPv_MsoyaPlOxVO5}LUmpdzt3>nuxA@-fB556=wA!R>v>3td<}ihS
zPmhK*@4Bj5H|x9u#Pc{Tf-|h4_1)}yaP1*Muz4nr=_=R$%;bcwX38sUWZf%goe5u9
zQPqg_&h^t}4~_TST>BTP1SehVq!vWb^!8`&j`|9mRs;HxSMRSU%Qwxav!P0t-f%5Z
zz*r!Rz>$t~zbCmeQk@_lJNu#h5-dI2@21LF1PnLB)TIXyfxdx(bU78DaNR+}buL|!
z>8JpB!yd=|^TyL+JXul1#;6X$xj8D$xC|H%UaXf>-mx6Cz?a-A${x>|{|445Qz|-i
z?j5~~zhZ=QnhfEilUlmg`V0w1WXQnzHsP8`l&3i=VI*}ce1sZA$}&gJH0G_5CsjOM
zTl6V`qtCm?=aYQux?oMrLh^nl;x~dR{7lLI$2<eNKV1)7k>?SaHZYX8<`nlb&yxR5
zgQ`jiVG@y?+lMs=iaBGOlS%n-`Pe}!QV=X?pw?HheVMq;ksbynyrcOZ?}kJAYOvL#
zHJwvQNnxtXS(mp_cgsd^w)~DCKY;unK=M~D1Iz6&79k~%`wxjvlV&sP&R{+3$uB0_
zJ+-Kg*uFRTdq7_t7C`J+C+m+O*DM}d3S<44<MmBKSiPZ25?|OIRLb8OGFR!{@#VqO
z+j>Vpb<(|xrP+o}|InR!htuZs!pT^@UOJ`{b#l;;BGvnl&0xE_Q>>mgZZGGjgUIA(
zQ<vxWG*y;g&{x{6tHbqog5W9ZeDs#1)N96qKXlC+k{vzKjxS7kxk(BOR$`J}OH@Uq
z+~ittS9qO(*643{c6OflyyJWSzOU|8;lTN`r$fkOJEJ{aQG@q&`}d3wpg6e)kZU_X
z>;bg8Z&Y028Tp({%FP%10Tesvw}5~4mEsrypoZ4xOm6zU8s|A!M%Wu?$nGs)$rsyq
z1f&6w>jzMGL$2!hBfb%>Huu6_AGWudGH44;S@0~gmjgE%r|qS7$6KAxY4)JWf-<=V
zLUVak{Yp+TIR-@|{kNsufG1@0l4~myvGU1+RPrd-8F+8J)+QjRzFqaG0!nk?RB;jw
z`%oL*oAIrh{glgGAc81l&e3rGaHmtn@k!+<*M2))6Nzt%hO)5k<pZd<IXac_^?C$x
zg=Ce`PG9XXX`~p}seO;F!Iy!jBKX@2Jhgf;yhHC@VV^@OSk?PQBHIfO#Z$)BvG!rf
zw=y*lxi!XuR?h+XX0POK9^LDxPHv|ey;6DP)wVac@*NSmF6bOa%nRJx8Sgh5S_Mq)
zSaOMgM*9ZYG`ptIP$Muqy}nGUD6aXs>Q?T_)oGw6M_)W^#Nhr#i5up0+qltsn1F&m
z;qH)CH!$jXgVwY505ZY!3v7RP8LTq1zS#t&F&L)fSZMpQ+@C?4Nk=Uhd13!#-X}<b
zv5<n<+iyilS|O^~sW%$37KQ5!sj?N2c?MXc6o)WPr=$Mic*Eq?D5=JAh*C$75#t9*
z&jPkvjWeFWr1}q_`#lepUOm1{5AI?pb>)~{=DI@+Y^*)^5I>_nWoIl9Q2-`z#CT69
zBih3YO=TtGtdJ>JFYI^dZmU^d$R_1sL!>VEVJOyRDJ=kn{gS4jK11B*P!CdRN5~0U
z6jPKdWie6Nxdl?j)P0EWR0CV3jkA%?rG%!Ec%QNB5H<d1cWC#97nF^9kiO1kf#CbN
zV*QD!{u?d0BY2|+kPfOyoja!*v0cxT3D`sj=2P2h3hUiEp?BqW8VW~{I@c;Nzq89*
zDetCLGK_MTJgS!*y5t~(hN_@lBT@I%doiTD&zCp76h{}V6EMNNef*uwNA!E~&U0Gh
z*J&ctVOdMi*j9CwS@X>{$4?1>My(5IYKdAO9QILr6IEa(){I>@py!_UzVJ8e+^&1k
zinpbX5;WUojx+-5TT<5txcW}HV3*DsUIHHm-||7ry_rj7N~ZHzIuqFB+?Mho2ctMg
z8JqYPY6;9(DyBr5XhttCTlBoXq=`C5!#;8l&_HbeHuV6TPfH@#+TM(v*X9juEEDIb
zR|(Hyn4V~Wu8mIHrOo=qZEz)&`-re-YfUDB=;RcCiR2>8e0<H}l|NR#*m56(7q-X(
z{<%e{ZS=LM>OA<fx53iY{=Px5MWPM~z5hpgt$1Ffv9`>)SxeW)ZlEsk<|y&*v-`bx
zJxa)qAY8s36PuCe;?ew3L%k(%AkfMTUG59dgev-{r8{Iop}Bds)PTmCTpfNsJ1^hm
zIP8&JH0zK{w!145GDyPPbqZBEA_%kfpg3T=ggvoZ@*+%nslhcir!AH}!y*0YjVm<6
z+kS<QK1H^H)Vzrml|tZEOsp&Z*<{i2sj^6u(eulFaeMR8VkoPS60HkA8h%R@c~1M6
zLomTus9%dA(-D<ubK<Vf0|={Q^;o3bt1z--4cBiT`o8V~ba|7y1J2BeL{c?a3>H~E
zrnm_4aYVWe5Lv=ME{p;6*tvZ%lt)O(%BoDN+hnS}<<gm&E9a4yme3I!;U+JX?@;D8
zSnY1-=Fto?&Di+Yf%yYN=i+T$HO0Pq3$77ED-zL|sv52pL;AY9Nb}>W=<|x)<*)K~
ztHNieNRdPXdDtQ?MnsqKKcKXu<xaKg=MSJ=g7%b4W1@NDirtkb$yINF3gkOwx+^N>
zW@>TEAzoTNX+#DRqmD*W?$L<fheYO~Nvt4}s)38rovbj&vXtkA1&kLFf_zqP)P(&?
zZ>`#qsxV0zr!p%|zU`4pgF5$&nB4~q6ZSpe>^Kaqz9#r`{UnDQQ-tAE8FCozuAumK
z<tG_p&Ro^|h^rMJ4Bbqg#s(f>%m?-lh%kFVdwnRtL(h#ouV$7}WqZglT!cvh_1<`2
zcTOMn09r#AnS*{5rt%w@>rgXPA-tZvhK+TgQxiwS9FH(QPgjz$8Bti5DfMRQel9Fr
zz~A%3G&Oc35CU)c;euxPMlZnYXqAX%j(0oPxyx&B6%f?!X4+O*F?9_F6;>ew<K9?r
zDcm)<^2=&H$#TQ{UkYe_5q=3XZOIhXUgg?Qp8b%h_z9SR<#McJ&G=vb5{7o%qpvD}
zFi`fh4M8O#iwaXYgVS>O8=2IX-tVC_44Jp6hh%O&<5tJKrj%ILYpZk&NJU(G9av|p
z=-;JB0XuC+kBNv&!6nIGnJM+i;H$1wUU)Ek<P}=)b*{nO(21#eQz?Afw;R}G7M95B
zq;GQSYE*qgmV*$6^(DQLUI@1A)hH1c>w6dc=77Q&j`&Qb;aht1shNagq8_cfKa|bP
zU&@BR!(FSy9qnG^?RDgJkQy+hQaym2+69laZheQ(D&%SBmb99^g~rem2B_rE><Q+5
zVpZ6nfHps|FOugHx)Skh&phlKojvV(>f{QG@Rl4ySCe06>drTKFD3lr2hHocQ;Qyj
z?OP!6VSRg3eI!p6E;f%XH2t35V3-0Dk>PB_VD$NbBV`vd`ggeb*8&WKMr1}Lta_5Z
z?v3hTpQl~GYD<)bl$Em3un)#^7H(IWWYwS;jTYbP0cQ94fuJQH@k+brc=>INsus}C
z>2}PI&&Ix|6U}O8QXSF8w3boWNjVad^Vj(Eq<n##K(XET6+UexIQU>VG<zu&8&SPg
z)@^S%l#YH@smT-+*>~g@205EUJ!ug^5Y$4w@q)Eonkc-S37;Kn&04XG2%rgI+OU7#
z=Mg9XoA5)=GJWn-T5yyVK~rh?l&Atp>N0TAO5H;MRzBnkS;&yDm(#uS8{ijAfw6OA
zvV%V!reA3t!2?o^ru@u@5dJ3lcr>;=jg^jfA3XHo4Mcv&n-5;j4I94ACw|#|xIGTd
z@fa59E!l+SMv2rWb$Gh*ORYfvZ>SX;D>lwl9De~AU@~FtMRPNLW$SaKz}-)(DdOt7
zq^c>B_M3qg+8->yWY7z9V8i?mps0$R<~S5AwS^`tK@-;<v84NV!wc5c2JHqlhQ)^)
zOU!dRfMec)BW=g&r0$2|ZMG6lA~57609oBCURsgjI*si?>2#lfoZ3@}nvMVPzbCoe
z)sD{pns!!ZoxqmzsBL_?EtjiT={<+x!AeswzuapFz`o%aq|g|>(Kr+FFJQCU>ZvTl
zB6hFVBmN<A%Jp#>N^v#*!k%7j*WkQ~WS7KQHe=mOYe<-RoTjchk@BoUydVC>R^x$@
zrZ?Aj5!VFv^NP(rPqrrioYOw{noHuZH|G~n!$Z5sDKU-a*WO~^CF|{$o%_74%4gEO
z((t04HNE*BKopL5;GZg351>IJza}GoZ*f5FH2D^^W>QDUOtr^dn(&9k$U!BKZV~km
z--v{^3rtZnI8#!$nW)D{H{$PiVC)fBJhO4b-*11BW;`aJI5Kl3?*YHlM6m!ZZbf2?
zQr09(X*wWsuh%1<MiSJZz;J&6jU=0R@IwyXP4`z7az+d>8PT}cC?-tp=m$+TK6|M|
zi&xU8EM=p;Q!`VY?8Ii6wfxJy(`#n>><EN%T6tD@xjty}P$me#Xpi7~Dr<2S!}*Az
z$y~gGQDOQnT!qWC1A+VOn0(OMR-6(}h|}8UI+XSDW2vy2=$x|=>w>&#a)jVU-uMFu
zMnBbFehGx=$V*QvOjacDEuOXRcF&B@7=Bs=%;wO~mUSQ5#Hc=$JH4`Gwk@_-@0>TF
zh{UT%>ilJp3mhTc`g}R#8i6kSvSa|lO}FQ?f0_XFHL~9vG*(apAa9Ki_=$WyhraYD
z3&{1s@<KT74^k*^xe?)(l51IDYqB8viVq-n^_L<tVC`VrZT->S7;HhzWiPEk{`{uU
z6)EaA60=-=#YjXa@D6L(HT@6j_ip-dqg;CtD+2ER^$S95fSi+Bfs1G5*wNR_+ofPG
zn{|!x@~esZlmB7Mybef=oU9)=%P_-(xXftu8oUBl2DmTKDB+a6HhYTprz{)n2Jn9x
zvLq8Kyjiob_3nDYWPJtjvGA0TA=lK;?OJP8Sa5<)p;**;0+y&yq};nctZ`x}O-$FO
z*XgO#*c=fFyuXMf*pmg)L}?8E@=k@Ko9>PFyRwj@Q&3R60W9?P9e!^V`O#>b3psOx
zl8Um2x&;&D3QemDY%3MYcB0jB%L9<{-L(c*gpD{ihWGa4pK%8J=+YQI9EUf0H<EH_
z?M`gN+Lr;jFU}9x>6`#3bk|bpeGc3zhLN^Alj{2eWo-rL`qq;biZF7`1nqIkYpsz~
zi0R>AXEu>=vLO@7M}K56tQBiHEx$2hh9mk~>pLvOrJM#TPSCD!6q<dW{^O<du*)K5
z$Lc<7xz}dIs>PTx(jjb6_bj7eN1p+(YHsj)E|o+No8J)?75#@FHea3co%ennuzvOA
zbkA*oy8f|BAE!Z~ZPeYqgqh&*v|PZc_2IFuvYas_@)w5<8}d&*o}BRKmbMmw`v|Mb
z^1N2jk+vmz<A-$$jc-)|v$ZCL2q`)FnWo<qe0UR&Oha<e`qb}SZ?M{N5DMkI%AMr&
zPeVwCe)M)*PD@zP!4>AnOkU-%8t-4j<J{tGiBNt-GI8JC7$F%QjCvaTXwfHfpVRq0
zcxzr6VbTSf3f!6`sJFbm)RY`-L3|1o0y89sKL_h6eBW$L14S=o$zS_*>Y~(y(8W6j
zEaY5<mC-l|GTuG*UbN*&FG3tW(wg!`1t!zCcT9uAv>a#=FTG$1+x*cfFzc@HE@)XR
zVF^q2+bRLmRs2qG>2ICv^2J>nt%;&zGYY2$9eqan?v845<C@|x#bMOY%VVMfQx@Kf
z3faqR^v!3@%!C7nwOiSMu`PbQA!MQW_9ZaAJRRWIX=q6b=^S>-BqwSW+h_X8`adhL
za8fx45MY@3)X)^6U;?>TQ)^JtlD~3Lp1G3f%OuZ4E0&F36;9qPH)F4QiUGFr6ufvs
ziIeeU+vt@$ni%)1vN4vI0uv(GXTk50LX18^)AtHa-hqDXOrFICiL4O-wjudt+)w&M
z#MV;T3Df!(aiaI&T~<Wvs3Pq$<sYA6nLuX`O_SBiy;tAiyq89BE14+aA=Rv_PvcyD
zo;Nm}uP-%;wXWJ_?@*1-0R7ZXI^a?*)8fiBd27Ll!4`zmV(V=MWlwKn+tuJqyicT<
zYVSOxruezOc?te<Pg})4G+OR`!?S2#uKPbKF})Qn9j4AVjg~AD@X;jK0?P;C63EML
zy8~RO_!Vhn8$-!r!%pq|^~ao7gk+^Fe%QZFO8uR?Wy9hn*2}x79i|-&m3z@Jz*D>E
zqvjcl_56P5nqg<Ra^*hk<B_jG9#g<X`iP+QM(^m9fuq>5tHQzkH@k-62foX(Q#uY+
zJb?7rc1cWlyJ*3yK#a=D7UR^P)pPDpCJeISKA#v3`v!a6m$ThSgig>ZzuI?<p%CF~
zuu!+xjG0RSEexLzpwWr}W{I9qo&<GeepsM>_jlRPGV<mB5kpeI<cWq=UJ5UaIYqH7
z_<$$Z4t+xA-h9%BjKnUVH4ilw^|^U!rkdpRwI(BIWnLciv9;QxJE6ODa;<n8Oed;p
z(O;JC7!bY+aq-FTcZH2C2&9=dCk16HdFc79YTDv)mI&=`V}-?a;pRn)KC8cVtH^WR
zBXx4!Gh$oZ!5!lGxLN+{M!#c$YuepHGXbqA!a4dHHaVkQ`uIG#YVJvWD^@?j5$z58
zDlt^z(#HeurT<qX{PZL8eZE(FZ@?QrW}hSofhWAt%6w8bD2?E`P7QP4*%n#xy+D~Y
zdg1<_tG**Xk;1dZ5B{?Br<2Unp@Al-AEB;qgEf40f|MhFYJe>Z*++bj63t9deZ)j_
zH0qfM);5W2W(ndqDUG9#E&4P3ola~s?NUdGvG2&f)KK+<iw^MuXO5}pNnsQ0wDsAA
zjD$!`h9-VXQF809-N#_^)lS!<XotGBd%ABcRWI-`nTGQW%0!C>R1F$JXtfWhXfE*2
zWx_Tan#OV2S82iVQ?1li9vpJV8B<CffiK>^`AX32<zCxHF4S4{to5Yto>Ss!4|;~n
z5^PjA=4M`bMA-@4a!9jHHYXKJ3@v}g4V!r@t?e^&LZ;T00^<Nc5s(3UI6ae36#~8F
zc%dWQX7G{6r*YHsW<ca~@fK?pKgJ|fhj)7js?`#tG_^d$s2#b?>J4v2ouZ*{o-o^`
zsoB91vQpWqWM8PO*F4ZbsTCtpe3x+J$qnK<RS6a}Kset<7{mOq(QKe5IbP?&(jv#z
zqjY#apEsx)IXiay)a>o&<HxI0^>so{Uu0`7SIiL59gR3ITY6ReI6rtt!^raG?o*;w
zJg>*Q8jk27@VwiG3P&XCw3*^%SX?WXH*|x*8gn~2I0uDV+8Z-@SD1ktcK);)W!BJm
zc^27ZLW1-Sm#2Mrox3e(52+p8>`c1`tWJ)uIWCNM*f|TFdedKb`cYcD0{cJ+yfcch
z8$W7VC41KbLpvf^Kw{aBJo-o)evmr;&d2D}4t7NxUL#;_-3-)}r8;3d4|{O<tQsIj
z6xDs~{uQs7FvLD`c``fjtHWzBsS-<wYehcHimuV4oqV=7IE1Ktn4@co`vsKJPzY?H
z4zsC^l73J3N^}7KL?y~w5_U2aHaP4!qn@>G*?R#kyQT2MwfaN=tl~)>;V#oclnRBw
zePc?ArsQV_6j)r}(c^PFD0I(62-3lOf{m0wXk4=ib-<aDyl!;jn~D3d7i&=Y&&}!T
z)hyjJzE(10HzHHCVGF6l>v>ajbrY`nZO?Zp5d_ET*nl7BvGQR}jw<GI+lYHn**tkx
zNJ%NbQZIby446@HeDGXB1Y}IZ?bP~t)kAdwYp|d%7o$^U)7W&1*RTm;P}_R}GxSbJ
zz>w0*O9CoDv&?wo;&%;FL+V1So5Bw|hkZUS#p3CWf=PxbM}(|ndxex26!^q>*F0gp
zGrM7c5?H7tJU~4?fLE+qkd!+xlHbt{rk7@F1#F_M6*?W(MWn#VZ4oTnWnAiZrtwyz
zavA$KCNZ77dqyv;uam0hWF<1|qRyNATEW@h&iIU*Vj42c+ba(%>hPyBs1rn$7j;iM
z2&}%Tc<ML?f-4V`^UFgTK1?G3YdT&lQZt7G^klry%(XVxCU!d^@T@odiVE#&%wnwP
zSr#sHMSfu#-0N8|5R}BxeL=|n7>M2Q|NB-92C=ST7f;O^<|qbDYWy7%`(Bi{8d`|~
zdW(lu{fix=Q%!AJ11HMSrBs^>tv#=&=-OP(oy1DG-ON!my4FZe!A3-1FrY~k(I(}N
z{Otv>Y7T-CaHinIp-9Sd>32>)ytZgPjUye%W_W%FJ&Tef5FLP+>D7JAj@Kqn-sabe
zHm~!S*&sEUsyvJFfSNAoak)t!38pZGc&n3ahA+NC;Mi!CdHWRz{lJF7jMW*=hVe)-
zW_tECgPxu+l+qpPV@>a~vM+i+nCIB5@V7igV(e_WgBUt5D)tvwBy68%ofWDaQLGCX
z)+}Gf@_z6=1(waWJ$a(b>xiZV!jOaua$%=!{O3r?+-uRW(D^xxXNMm~UV3TCSsdY7
znxJfCV0l*iQuE!5OnpjUdD0x;-ueL2ht1qp(U&`7{_2aBwjoz-<kB(IWNjAtum$d?
zxT6C-r6Y22zJ%i8Biz@RG<V>X32*Q_2O<<qtTqQ2BpUWYfsgO3tXqzct0~`F$&9f%
zQ_8bEte4?agxXhL_$eqwc!g)juA&I`Tx`cRjHArG396dvrhB50_O+VujLWG<E#>=U
zJP-g-PF($x{-$J%6w7n>3D8|)&*ApVFzV9Bep9Wxnn%oi+cr&`3r&b=QTwA@Ed^lb
zAHQ9sv;uFjOneOwtW5)wTbV0qee)XD_Gg2i#pSMHAFb~hn%Z8VhaoLAHWgTDCpatD
zf9QKw@2Qn%<;#*X21n#OIRf?^Uu=5YyV1n%YcqA9Ske|9`FXm}ZOna2hxxW3QP6YB
ztT2)UB`P#m`^dB*9*+fZ#rQMTm{RD=#a>IU6X6)#hpj}o9D<w}ZSDK8im1?kR4}5|
zkgkY&!LoHO`?Z-{v#I*orW%J$)WO@tQ9uxn-0Cyn=DB#9Hwh&&=pYZYc^al2A-Zd5
ztSxCtci{AYPrU=P->kfNpGT8b?lDrnlAb=+IVdZ9*001N-<t^WsqJUL57;)0EpTtv
zlNGGoEG&2ST&RZaf7Rowc$JmT_05W;bb7F?JX*_5B!(sh_Ss@@*U-Lb{;ojNd2ULB
z@naszw#!FrJ;K*z(o7Sa2jT3Jkt8Zp4OqQ?sRt)#6&4ytx8tRZgFy7eBQ(EM$^GZo
zwT;Rlnzf1ZW1=~pd{6Ggm7y2Q$P}cS1P$fwpL$b<ozR`+3cJ@yNlyVQ=-04k3&xas
zHFdVxLGNtd*e?*l_2LPqBC-(EcNY;NeXAW%T(sBZokjonqNHjbeXQ>BP4U+;jweGU
zL6Hk%?+B`s^~saxM_2hw>yD$t3d=p#=a(~`>AYYX*_RPzpq{sRQ@5(j$H^?R*DyGy
zG@?XR^+S0R2QjGRcW)i$Xk+*cAM44@DBTs&z7wq{{nb)%F-D|XNM&GLBiXNCmBHyW
zn_La~J5D--WdI4jtM!ki+cV?|u^IZ5T2t60X9<C`{$ullswj<1F+v4DiQf#({ZRqu
z`*|f9X~(gw4W4q&1W$-O!}7EXXGp}3RjsNDW>0n=%Ruob0nE_AubvQFV(NU6ug3jW
zd5KdA8N^`{uTj>>P(F=P?exc+zvCM!pBK?<tTkhzT3u-2y#@0HeX&AWooZ~;QUf;;
zN9<}Fg0CS)e0NGz$)nCnF9wPWzDo(p_OuBM`yEh>q;H6nb5;p$KhH;apL9h1{<Pis
z8X~xP#yL(+e)^fAYubg2KJ&itq##ZIjP8S+kk#`Mh81bU(7YSTtOd?-j?BCX)5M9f
z-;FLvp)bz+^_&B?JIj-&Q*kZi1?f_FOJDg(UjOujm@5IjSb)d@F>yQ#yd!GN|LP%a
zKx33>pVPP$dc^E1(PY*py$+O-cTa|87vANl9FRm04o{3f&&ebUlaSTU1Rl@(i%Pv`
zoHGnvA6z)|r_VS)Gl)^=3w*UpD=>vPxRPN!2CmIKFGMo_Hg*-WEAwHYc1&(pP96pC
zfUWH}P5&3Ra|3rT#3gu+{k56ppTa*B_=f`jP~g8w0l$YI{}s6C7i8!cxQLB|jql&!
zMeP3-yolq!0WaeI8$-qkfWZFuK*;{W7X2H5?Eh74(Myo{|6j00+q+MB#9l{PVI4w@
zs)z2zWqz36Z|D9T^K+T7eZs1$s;aD-Xy6)FNIMr<(B`Fl2x^YeQR6!=cRcKhy{#5W
zX1!$u7Hk3VK?#o^X8TA8M9^fW71~R}>H4A*uFvB(7syLE78C^8c2Sa?83_|KZ_hsz
z3EwNw&UGcefcjPG>3x_?Vi?wL44lDxq2UfCJ4$H-Tj53KI~&otr)v{B4+ZsugI(w3
z3cjnzJQqW3fnvG`>JjH&4T69WPCM37hEos85G(Il`6#Y?H<4|YO)l>lG^y2KCC%PE
z4h4lm_xQ&zL)sekc~1U&>6ie-7A1<_n&~AJ<VVn*cIM1|_5yL4sYbM@(6k|Xnn~+l
z3w>STTb6)51lTS3|F!u15{X~p!_CI~H#U#^zY?BbXwCms1ST6F56|D&JnonOyRdox
z2EqI{bRGb~oYPUmb0z3EeoWG=1Cb&~mI@Cf($dcff1A{p^Xzj@+QEZR!Bd&s5yi=-
z-HVkgBbwwj_4Ns77T?Jinf&WGl%oCs(hdO`$forlg+&BquRpGeLOL51AC51e;B${Z
zuf%oAW%*gTZc?;7G((|_)PLMsjc|S49Dh$cKW}q!frZXV5=8#TljEL!v*bj)zG>OM
zFP@{%sz)LTk{H$mPycxzJA!Wc#<y4W^Ybe6B1tW?d&>3cJ=7+9=kA+I?ti{9_A$Sh
zUBiHMXgdA&ebwANG?6D%H+L_hcsuRKNczbi%?}_)a|smW@G*Dtc4<`Grx0=S+dDs;
z?oDfQK8aFLAQb$gpPw!sDJVppY;G3N4}_-2>|Zo>_*At%*$?QNnqK?b)R(MKnhJx#
zpnt!63dRaG)Yah^nPs^6Ci-yUkmbE(_g?wySKxA!>&aBVZR{UJ+-mFWFHeX08X2Tz
zeI&KTyg!L=dAi@FdGobty{`1>#lF3rt*y}UU(L0#wO#0FaNIjSzS?%(q`tU-CcF9N
zd0U#kbv+uJoW&v+@@PIumHC4+r-pAfw-aTs?2PmbGSW${xcNJ9&(G55=$FYq3bwTR
zp4_imuo|}gIQ#SQ3uvt#XDdI>gJPJzY!*oSp}IYYI-h>MTC7<3;d$<KF~1Oob@L~S
zzL^AIc^$YK?F%-0?XBFNYM0(PuP+KaUhqIn#!m>Li?hD%K-!`4uCDBVwMKhsY5e|X
zo^bZUUSIcvRYSAL$8(iNJ(F>?Ql5Pgk1M-}rLD`$n!l?9=dL`=mx}P%S1^y%hWVkm
zd6^rZZ3GoU7ySf(n%+eHUGwB<dEf$?CDdA1&ns}hxNNB3GKq4rP?)P+|8V{n@w~6R
zPpuAyYr>wUrrxVG@?^DLIXKJ>op=0;&jXMA{P=_~D_d%4=Y)iVAB27n$0B58H>n}?
z-(_SR?EN?i?V#V>Q%4AH$uSN6T@D5+4N{ef{iZzQqizFLc8T9*afD!jH6Y>S?;(#5
zw_Nc&jp}!q>QOhD6EgU>90f%BJ7^_+{iBQxw~Wab%=Nq3qEe!bO!DS`l*9cU!brPG
zevj}^&nV~cX*qtEDJ4Z4B`}RKevj5yKno)ih<}%{fl5?im5Bdz;~#GPGpMjB|B($q
zE&QXY0QLKi!Ug7<f98!}6XQR#IAFm1V~hau@PDXHB}z4?Vszlce|@|DW$|zGn>8y|
zc(2W)zRuCZ%GKMwvg6>iIMJ;c+VS0b^hMc%_cx4-<)cmIW})Avpy;QDM_I90Ez7>{
zVA~_VU@uSOv;I2~qxM-5UjF^O**{$?PbLR%m&%9z$?@TIa1_U$k+37rK*1)f!Gp<7
z-~PftP)`r_zg(B9&gHIwws}I8{Y7m9z@GQLetjkC{PPcgVaDU^{4VV7F81#R-(ejr
zw$FID9L)3q&P(ah>O~_GBv;KM6*}ix*>-Y#wm;i&@V6;$?`G67=TYr(^Z9cVhsiKS
z&pgjdPIk7IM$f&G4dBqoj!Y51<v-m~Ap-Y%@6GM=o)#D^WrI#8J*NFYL}THq>bOhO
z>-zTd`fkI+^qlAI<x&0LPQ%e^`LM|ToVHO~7C8ku$(F#~9;~am18a)(V}^mY&i}>U
zTZYxOH0z>);1b+DxNC5CcXxM}1erJlcXtn(;O_1aEJ$#7cRe#JYn_#|_m_R;x&Ll{
z!I)!ojq2*^?vi&@H@h2cTxT?YIQhqkjRHSjZf$kg*xy<~-zMvq^<q8ZTjO=Pciyqu
z>OLxNyo1G<{Z{_yHS>=w=}#XLu4==EVV#tY)^bE&>Jb(To7Rp2oA?%Tqv;uXEfp>6
ze|G>HbQl92V{BBmRxH*31yIm(QCR50=ZL@>)ZbV5$!urr{W8b@mODTBfK&C95{l81
zt@n#b#c`JV!qWf`1N$^KmQ|FTwEN#K@W+lGR}bs_cg~YXb}MVoy2pL1^40IS|9K@P
zXgAP{*3Wxzd+4{#0&E`xcJa;O-n{vzyP+Mc`gv(bdd*9;H+yYu&(E?gf2$IqX!g{$
zZJqaX%hOfq7WvWfKkhV%uWZ(fSbcl_!zSMY>|b67AtLeDh?>8J{+ECA^XH!t0H}1R
zM;z@B`F;N>T=`GUD;6e}Uji;1{~_SQ{-Z(?FyQikReq{9)!S~d59#B}PNBM5=&;k<
z)ZrCt8XT9Urdq9c=ya6fR6Z!=l(_1YxM)w0p3Cz(=dPSXRa5Ao!j6qx&0H5_T-Dtk
zJGu=YzFd3(epn?r`z_<)&f|vdChp>Rzqa}1a;Vu`yI73pBfd;AKHs8I`Ug^P-j-2a
zy{3LGHuSbC(`Jk2wj!KabRC{I5#M#29=_X*Mjs&@pU}NnZiptmv^bFa53kstMGSi{
z8oz(?+Ss4mvd!z=(z8w9IY)_bn)S8{9-fJlig!u?dy=vn9?>N>pSSjFUfyc2eWyK{
z6u7NsARj%LO>x1McAX~Ex4Exb3ofLwFl+lT^5kV@i3?D;`E1j69QMUhhwW12V4-Ri
z|7!7N%H(@9`AhzXl$<3V_!3xbZpyH#!^P{`Qf!pIz&mV~-P9`TkG%VpFzzEKi}S|c
z38tvfMd#55D`x4igQR*bn~^hAO%&9GVpCFV&dH0mOjD}!o7yBMGjs%0bS^V&hHk*)
z?qeewKjFZ9MS8~q2EX)z_tnF*U`#~orVY2c3X?k(uAwYYN>gTH^egJpE?uX%-fa$n
z&eVrMf+el@i>T_P*RIr?!0)JyF1cns%2U8MD(N_9Yehm5AKJ`6)?_l4?PQehBCD;`
zWA{~Yxf|Wop*&XFsrAk9wN`<@H=1xBvAMYMKNxPJ@L*$*<GJ6Ju&$j{jT`Rm#j7&b
zscfxSb=7+4s#j5W$|z%Zn|so;sT$kzW_dIWjjMarm1V1aa6Zl&sYcF@u1?4Lh3ZuB
z>I|)9AZyLlf<%YfsV1CG#kYa%eI}kh6XyOGF+`frUvhD$;r(5pKe&by0Z$B($q1p$
z6!qbw7|!ux?_{(%AX~Fxgh20dXt3(U0ArO{w#_qVFJje6&s?w_r)O<X1l9J6aS~Da
z(8w~WA&+nQP>Lk#{YGYDu|!KzJFLDG{0NU{l0WH28vruQxID!d%9p^d%eTTF?;Q?F
zplH0;|GvzUI~!t(!9K+H0fghged)V<#4!BQ!ZyKzW>h7e_J@&J;K8Ny8~tSoy-N{c
zJfG68-JhY=-rqVlBfYr~8{MdWcA8S|jVyo><>B2Jx_HM!^WNMi3A(zQ1{01PDzN!Y
zQn!O2QW8UwWkhKehAqTeL{sS+Y>Xhdr>l8hxx+3mPkY3;hSF89y3kvtms=X-5ZMQO
zOxBogM%a3g;0kFxLS7Juh1Zn^%iT7(gHa+rO-ljLmcbS*1gW_;k?<%vDEho`>R1LA
zZ$x<{aU_{Q(@ZU3aYI8opps!;z@hIzeTTQqqRy}vK-2@{7Hx2rS8cR53X_oRT6L!m
z8v7g~Mr)Wvcl{Q&G_by0G>#f!8t3LE%97_KF`^Ro+-!!gs<i<Rpxi8sl|4X;^Uf$>
z@WQE<HE0B31q&^BD+nfn)S;LbF2%4SNIlu_)=*Pt%}T+V+-fvVWN27WmaSt7{`rLP
zW9y!gqW$BkIqR)KNVUj!2t@czjNuGvg@CQfnDWd!KCpy9Gm5DPY4lU3#AIY0CxzVi
z({$G?M($|tL%{$gbR9^YwWEr~0xQwFxlcRw7tGqrR84ZP4TUa8Mwo(J60JiW7uuF&
zv&n9+D3#z9-gYNKpvNq}H_;;4E1B`pQ+{z$gP#J_lo~F7Z{C0K0Wh@Npr)<G3&GX~
z$2J^z%70minYI)`{uuE3n>sNH@FOz#u+!7Nmin919^mJ8SNiQj9v*x$#&>>X@uec@
z3d-m^zTzTQPGZD8Xdgy|!%ccA{9-1i47rHDw{frte;AHeQ68#KOVp03z|A}xzdS@!
z|L_>M@$nrHhHR+l*Wd-G$R0+AZAV+Dl0h077H1r6lY-aH%U-uP(2Hac_@>Kwf^R1u
zX(n&@HRGFY;=Vv`3b0C@{!Ymr_Q?8G22r9ghZ>X(Q>#N?zzwjntPCgCF?~ZS_W){*
z_L&SmY9K*0yW1p4NM~H|ZUtYe_`G9q`&aPHo?(vrDxss~VJrtNgQVSIe$t4{%*{@I
zCJGi45M;^zFxciE^QUd-g@UUz`lByH=SlQ3bT4ucTPp&mX{cIzMc*|V+1zZyYiAQC
z);i0aeA}Rcx{I~ooYFNA@{cJkRfxA@bnncDv2wNoEXFsp_ELsI@C=2Lhf5e)7nwjZ
zm=aKzOPVM}Lt&G!0+X@E^Z7Z`xuf>fTLOea&+C#o1|gEahC?8b=9yS7)~3ovgGmL4
zxGPFetUur#SA|FOI;S{Q?&5pDQH}JE&&^OiLlwPgh}?nZ#=wciTX^k7b9G9=t29$&
zNMxZ0JSk)VNqI0Q0^VDiAqtb|=G^3~T}y`Z$g#xm8+qlT3F%iYF^|sLU(X=Vr#{mc
z&)P$+An~M?FB+@+=;XX+=|pd=M@GZpCX(q_UokY)oyI+wckQk8eh)3~bl4wzRF>Jl
z&h%bQ*r8O9X0I3lYs0_FwtdEzNAdjL;>t%EH{$L5vuL$ELyb+~oJfTHcXw9guk-RU
zA%YJN>%v-}U;+dycuBJ#-Ea)Rbma))G7Pbh1R~p#C$jAoU64}-4jVf|KT;rlg9w7D
zZEdQ7pqD{Z{=%xg#m?bJ7S<)NoX#JJRw1)TeIh`g&B~|HtK_L0SO8sE#xP(*$-cW6
zDL-zXv&^572)WPGe>3M1r;rl&6oY4)aRgxhB5yK7fPrS<v%oKXlMaDS<B+_)E#79k
z2{R(f(EnZe@a*g2SFN&p@ZQW!P%)Awd#jMH$U~h^ub)LhFz$Hvg3q-pq{)Y~H6~Uk
zN}b{<Go}Jx`u9WNt4Z~6zkMpGZ$;B8#y|XAR??ii2eMytVqtT~NYWg;^$F8c2S3M6
z2ERyVeS2!w<`5i}_-dDoB2G}^W#tRSYQ7U=a&u4CG8vb%`b4Lq`7CLl&lK|{^sDlG
zSo&?`DrmQ%yxmYq_{~Bko-nhKXNIPEa(B58C7S0pE`7TgI7<vl@if+_#x6X%g|>z6
zqxzHBP1T^tZ__#aMc#faBk?8A99&7!7wbAqQIcj~6{TD~EG|{8;)i3;{;Z?7BxHd~
z7Vo}qaZge~UQg-p5{oh|FvvxrQ@p4XC)Pce0J!3)n6!T;!rah~iI#~`XR){iu@qW+
zyCz^wdEbM$S6h>sEbB-^V$8#{Ki)<-G+$2w|7lEmqqOHUcF<hB!9cGOY7vKlx+8IO
z7s{)VIRU{gF6!W+c!wI}z)sk(FX=@C&^uJNlHfdgLq#XM!tZvwMF8JIsCbof7C*bX
zmIMo>1tMUdl#2{eoplSeWGu=Q$F||pD0O*=X(=(r1RiN{&`p>46Od4!(e<XWZUZI-
zf*;$HKZxR8Kil=7m_3+pBSDzzfZ(H%cP5`9bZBo7_#2xte(yqH(x-Ne(BXXB%&?47
zS_GBt+>K3=v9oksF^=zXG!gfaAiFSn7&C&0>2=(O@O>H>RfwV0ZP+(=8cG`GnDq1a
zHHc4L+^M=^eHF?~U9p3X=w3{ou<Cbjo5m@q)Yhq`>__G+9&6O<(hWs&VVv}nR;0KP
zO4lTySTzR^t%={|lOWdaZ`6d+guN@jy}k@Itxw&f)^6Alx8LLBRX@)$uyo_9ckV6X
zbsFu7i!9mm2LSGyno#5wM1@k^SGv`TPw5TD71jLFRVG9P#Ljj<nXZ`J3HyEXiKIcx
za;pc8j|Eeoel38+nL8aaNxB!Kn|%otr9}AvCMn4<*#iJKgwe&V5*)Iu!r|?sD3!R%
zx3@}(c(ZW2{%l}#pY5fjA89eqSqrf?tO<v7GJi*GLT_zvs9+PbgTn{LkTDcGTX=CR
zbcD`jQMmAASAqWqyYvD~7=JUf;o5W97Wg@AE+cos?P1w^>!yKAH=6tv@XW5mIk*yK
zE>Fq$Vx{mMcQ3VGY2eqV9jXKEjTCMNB9VZ#<JrUk(3;$(%h)S*Mg*{+mUFsc)hde?
z(|GD_Pb?VCn2V8oR{=~UqAaEf@lU=H3PGe{(ywu(SZMG0`$PtF@%BLxzQdZ-eMP!V
z)khIef#O-}5y7>3%YAUjvY+5GqS^}nNdiIZ0e;A(#>I=`cCRb7pi+O>vGG)jsCjjM
zcEqy%u)*}3h^cbDu~QyS(d(#3P^e=PBcgICczH8xObWfP{^K<c;^t5-ck6t~5(3Bn
z!72I6)A*4DW@cpi1wz68i&OHm?yme_MRw&49Dh{CWn}x2CI&hviY88WE{;YfPJ~SC
ze;05SvIADuwRHym!uG?p0X`&SVr*d`Xy*!}^~0@UXJI0I$MH^wkY2#n*6zo196!As
zV9C{g$^-vJ>jzgq>Hy0-+8HUCI1_3C{}mPm)&Vwg1(yH)tLm@d-+zVv{wqNUB>OL1
zgYZXlAtxpvzdtwuW}=-K2^oK~&dW<kFXHMfrsVvi0`QLq#hjQ4nf`XX#GF_N8Gi@?
z$i5h`5z`M$i6RiW0rbg${rihAWo01YzdJ3)NceYW#h3_L|0bfW%uLAqPw`^qcfel%
zZzBIxG3Mrm0rmuVgNglbiAvZ2n=`Th{chkrHsICIxBqyO9eDMlNb+C2{35ZxWcWj3
zT0nXJWQvL7XEP>_pV${Bj-L&gIDYcP#PRc$OdLPc`%D}^U&_Ss7oRZ93_tt9%<z*Q
zGs91M%nU#2F$2ph|6qif;U_(2hM)A98Gh1ZX81{unc;7GjDOSnTWC7}4)>3S{|xs(
zWuMu9Qu)7E_W8eq4*q+6=U?>VZylglk}+_yA_S`bUmf`$DnP^hz5?{pyklZN+D8Rz
z{(%uf=7EtsEVw!8zQLyzwPnR1KC0eG@GlE5Y3KX?;ipI6_N)7KKBJJ+{0w3JA9#bG
zL5`nU^#1}y_<wurv9W^<{r?D0{2Q<+!nnOyehT!?eI~CH_zgR!51@MLJ>EM}c5M$w
zotzfG!AkhPp!fzH$!tAmfO>_$SX|6r6kiEtak}hZ?$jFnt_`p6IM#!6>U-7uYc<G=
znL)M~ZoRQ6kL{6^rKP2lXRD0bpK0#@#(sw?cx3*;^dZYp{L$qRapxoEhryR8F;yx#
z>v4?p3;=`Dxl$(AhvTl!CiCCF9IbLZi!UoXqpH>KZcWo`MA@q$j=Zt3l{|K*`YwcC
zuMGe^nWR*${1~t7g!VV$`ASsL<pT4b^S$N!)b~|xer{AZO}d#6Yt%jjg^4?IUkcS6
zv$*xt*#<A>0WS-+R&2J54Q?0P&(F^YzZ(^EWbtO%PT79hQCSYXPJq&|Q$3(n>$$KP
z;8Xx;ZH|4|EIy_@y)y&7^YU8%UT?PoJjQpqv&rsv9ev}A_C={;s?u($DdAIwer8+7
z!B+8>TL|gWLo&uNLg9JKdh7=^#U(ZJ@g(M5;F;sVlZD*RHwUN255&TLql?xm`e+9=
z2dIb6htr2(7urm6E3#W-8K<Zx+})1pVOynfJI`*<_MjeL;>qiFmJ+m8<;chR&|M#I
z9lXBnjAymGo~>^UC-G_gMy<1j2xmBtIKjE_xZZKeaMf~u7*=X*-!;68QO?BK1D?|^
z={Vj@-B^{0nss9K6*xw^?OspSBEOkTsbG_TNg#{IBT+N6d28?cf#KcRivE25`IY>g
zyXV&Z)j^};^J=HRw%+)S8j1JA^${>ex~%m-bGOBd$Hg|{bi-xBg#l#m!q9D5e|~9+
zXUu6Uh=6KbPow=SGeM)%j%?<8iGXp^d+EWl$3+6Za=qUvQ-zAJO4-yGHQMo|bCx6S
z#MrhBw!RC9VfQbO2a0ab?)Z*_h3B2zr?IH*dz*JTe0XImzgtCsq&D}J55O)|hLx(P
zYA&>RFPd)MzW^@Mc;qs<8;>KhZv9<uRo%R>%%9gKx9*hjT?P-R?Uq|4s9sLjy7xD=
zo*LoF{|;#WyJGxYlwOe3Yq|d!n_}+q1Us*4v!<J|u`#v6bAV;s(8Zio6+rRM^pWp>
z;4h(Uw)fomu!XcuVheaIlZS@~2EFd%K{59cPu6JvEcI5%MM|^RvA5=LMnS(6bZ@5k
zo5kz_eB$)sqv?2|T-G*KgL2zU9Ao-_*4vL@`R7FDM*n$L$yVW~vg5&ec>5oF?Mnnw
z41ij|{LkxvIa>6PmRw)kf2OQ2&QC?)$NCdg^IwGtrU{;Z{w=PO{y$U3M2;Q`%8vL6
zulcW%@KpsVZn-i({LM7|)7^iE^3Ul0vN--x=3gf2pSk;ssrhHA`ehmZvoilOP5x{|
z|JoFP_T67yvOi|VA2Z`$3H&iLe%V2OSwH`n8Gp=-e|L~y*Uvv@#xK+4kD2kWlKe3<
zew`+N%#43G*+0>YKW4@sGXoe7{bN=Av8w*vFn`@H{#aH2pIKF8N_S~&cFVv#<Jm^P
zp7+yL{WvvF#V_Q4(LtXMba2&5*}pQF&v!dndM&PJmwQtlH^)aOCnrZoI>77ZleX{k
z^BivHn{1E=Jp^S}FWXTWyq=uiTU~*$z+7G{Fhjc3{DFYaD}5Yab}Nh5^B#BjiR;(V
z{pICzRs1DaG0M-IgK_!i%EvXw?U_R-i;Wk%6L~)}jb2apN5F3|R@(J2hMC!{hWT2~
z{%acLC*jk24DmAEjK33Gv+Z$1PH2FFbL}@Tp;}wb&CPdVYG1S)9X9$Tx5hJhJg)Xt
zY(MWD-v=QOsM3y`|0V?kWv%lglj+{t7Mq%Ju+j*Y+2+Zfup^UT#M^OxRKK!~K%S7r
z=ly)XH9T9c*Y0xg%^wosyl8khi9T-K`)(`ArJmb?mpbpaDMJz8nbN7hvYSfP-j8Sf
zKz5efJh>9MX1iuTpVP~1nT@4$d^lb#kV<NMd43@9x+NNK+-yA8rqQeAj!N8dcOx@3
zsrg;zw2mTLJ;O5NeJiKim-wBlgom4xLOZ?Y_q4NJP8{57J?#_;z$8Ca@#Eoqwc8Hh
z$#gv6Mw@0lNon|^L(1<?E=%pW@^@KO{V>o{^+KIO{X(Nc(?W~#S+(oy>&Ye{-K7Wi
z;>Vs4loi}E?wMG=EQ~QHVxCH#K~HaQz7=WT@hLj2n0|G~51yalev1$QYGL_LE!52b
z=uob-v{hAC$AzuC1#lB_^E`T&br%C#JFDmtfob}!3vSI!{mg##$q{Dr&)nCBze}al
z!T=TIeTH8~WJYQR&Z=7hH$q_<^;SQ?(`0H~X&7ZD?i<RSQzduO<VA+^4Up(KS#n{w
znMw5T<m(Qm+V)qbe`?wJyyn=YfZML*aWCOqWjN}u0iv(mR0EJD?+o90sUD~NPLkPT
z`dbIihh;5vZO3tij&{0~d}9aHVswe+z`XQ=6TK(O$i-Hf@x|y6`)}1$K|iict!M1&
zggeFY`fwhIs>paut{*}f0VZjuucpsidSdm?Qsh4CXPRb4nFai=LknPvK&U}AYYcY+
z*JqC<ay~C|zDKy>lC88K4W+gRw|@tF*hLiwLLSC6V;)PnfN+e=zD)f#i*4$(ormAG
zpa8a5F6%kEiX2K>CSPe$_aaFyFUM1MdJ+7^I{bCja0h2~13U#0FFlk$&Jycg>p}mw
zZ0uhP3x9Qop2Yey-LGwbS#f?{?*8-U^Z(>wZ%AKnkOZ_8;{OEA`vHLZfr{c_V(0i5
zEA<0Z_1~~ke}m6{LiPRum(eS^7&^Pz1CO@<3oJ)SuV!KFY);4yL_g7sn^>5cI}-xW
zP6yrv0`?s3?S33_5993U0(|~|fJ*(ueEknlDIh}b2c`dZj=C$z;gXF%&AcO?F)^Iz
z93c%N=xb18Ep%kH$(e-57jJC28%{Hsk+HJF{r!68pjN(3W0NC1dg`~T!m8to5A@Hy
zx;VZO9isZg6-aYX)?lole=h$><Bu}@|8Fj|gm-wKQ689Zd8KhJzgdntxhVxa5`H+Y
zU-O5%HRxRq8HqA|$uRwXt(&+~erC9X6VVvW-R_>3==lih8*<V66d0i9>5{YlT&`Q-
zVD~&qWbaJ|=owRLphL|#_Fi4{C~k<p=qty!-}jHi#k<R^d>%fr;`V6Lk!_u*6In1K
zSTPrhTA5si&vJ8OF@^4VbX|N*`9#-*Ze+Q06X1StMnIQ_p>PAxCTTh8A7@#`*KryT
zEOh$bywa|EVs*o3da5Ahbm;1|_^4SR27Pk7S=)E`#K#0G6TZ2Y-x<{w)rW2G?xcWc
zC*ZQLsXS7yt2{A!5{d7N_MD4FP@luvpaFPHTAB5BQNJ_Y9(N8Zn#I;;M#uRSdhmc-
zmcH2XE&Q-NdLVt)>neE@QdT7oCs7))t>5g)>;{+7t-~iMYWm#by-fzkOwiOh{s*Th
z_$7jJ>ir`&FxA^YMyGM-I~9nYTgrVwBmI=L!jrHf4+g+Y=6*!3+mYHkFJ1>ew&tvr
zwxN$3+mxZ3&|Xv4jeD8u??`dC=;fL?%zh9$fgLuye!jhf8c~*TALyQ3^?ouar78+r
zCauNXmSBFb+F$j;_*E9KJdsO<M$ob43lD^DRMy*z<Z6Vh)HkfSaA7gHk816@FQXT!
z<A-j|VpDKAZfIjO$7GN=iz$xfeiYZz{BP%LyR0rsN!s5#)k+&-XBhclr}h=FRzDi>
z>sr-4g>8)#&A*!*6%p-qWSu>PWkz=y%-x1y!PiQV$D|JrfoCO=*k>Z5w=93lHd7lA
z{-^{N>0a8DYk5seR2WN-FIs$XnbcH9XkYX4{De_L-^N)>HAe=<e6!tZR~_+G*q24s
zDlfJWCeU6>l-Tes`QyoS_|qwyFMk#3)!VAUX!})y7x$<7lS(hz^C(6eWZwA%5;JL4
zUfI&BMwb|PhqYSs701USKgN3HMdYsX-YJg`tw^wR_O#sQip|>Nm1@4_#z~KG5zozq
z_UE?eQT3IqCo7zWZ|ZVU!L9wpkoLMA=@3v3=SSius7q1O3?US<q)t@aE6W>8Jix7#
z1|&7X5j#V)N5)T4Ju&rOzWUD5((RS>YN|4E&a=#6`PMwbO97{>KW4<>rc!n)!)AL!
z69?PqQ63}w;=1D`86AuIRVxHdD4^_%=|Y$VVED%TLk8)cZjSe7MfYmkgqiOV+Jg3}
z5YbsClOE${WhZ4xT7)!6<c&z}4H~gIDfTfgGVPuhY5auHd0-@kxJqe$nIw-VnX}$6
zjMQB*v^o-3lT!PPWP>%)eIx2O62037Ee!;x8e{>}XWzP%kvt-)A_WyqxYuX3zNW2K
z<Od8Q$BUdiW%9N-xr^B;Xac0)KOz`CeczdZ^gbu|Hk9MGEK54=Ehg?_^wLBIP6w!V
z*-0SFcj!1>rO*ze4G^@~?8v-wgDiYY>d+e4Taba)U5ZlZ#-L${EV!+MYOrL?Q>oUd
zI<L<c?CdnY+#8GMX(*YAl4iszNEB){)~JgV^OIP9zWG2ugUvh<*4{{Gp_FuRB|`Q+
z&czH{uJx={g+?ULJ<-@|ZA?%dQI{9}6t+OB4a96c&RCcI&Vblo)X7Js##_GiD|m#+
z2D#Z1a^%xlzZfBO9C9>mY&9SlZelg-c`xfZYW%?4eO82I5FHIQhY&9B7&F>YiAF;b
z!ezQ-Uic9B#dGR}6?A?imzNZHfkoN1kGTS)l?_s^2{)Y1*USNZ{Y0>o%bTL-hQm<6
zEV(0Y+#FobrGn+-eAd(a3!si$Zk=1~K@P<VpL8+s!x-(Q?5v@*`Xxwum>E$9D@zZl
z+q39KjluGc*7v#e*qETjwdvS&0*tB<Xl77Yms*n7m`RP^*cm;fCUe-*pGYaRo1uol
zHfwLDZn5MsLFJw4MiLEcTTJPviCCnHt11-Iuu-ba%O)S(Y(JqBF=V|`WT7nvky_~4
zn(QsUrjV>Smfm=44}0{9x_aJz_<R<k{$Y>j^Zc~<7tmQyFbrcFHpdf{bnSwATQVpG
zfoHMVVdZ;LjSsL9Pme(&`l=C+%6Kr$V1ZZ_D=+6Q&$ByMC${A;M-{e55fo~EFOTCd
z=`f+u((~b1p`@hqvCvk5%sQVBPsCOCn<4j=B{eN!y%l_k?1~4@U@SiSjv>{daoR3-
ztzEixKyO>{h^w>DCC1Q{p;fi^PeESyl-pAtYc|CAM;pwn8?C>zzqoH1aO-s86%vy9
z<x0cOVhgiQpVzN)$9;y#&w-t?K-fAj#+u4xO)W6aJU@3Ejdq9_`2aT$hxm1XFLBVq
zIT0HzDc*qjGY4Pu<~!`bt+6!GYMY7MSqW*~kT;r$G~0M_C0GgO3*4~z8&5SH*g8DY
zylTYWu&BP}CErpsw-`Yas6NQja>%6ZozuSl^kw!FW5I;h3V6MCzh@Xc{8J70*Cnj^
z#?K0LY^*)|{+z=ROes#;(si7afwEYM#Pi+(HzLH<M1%m@R+gtwK$A58ZF-ppQX*El
z=L<1mg>uAL5!iGvjL3xetA{6o@dNtjb^7P=?)&!4*%wa_lkT;}sn?*;-&%`17^aKA
z#*;JK`=M{_>%K7?pj0s9BW~8KGs01^H$z_db}lWYvb~=%a_NU?EdwJagQg%XuJPq7
zM`?on=j_fk)PSiV0SNYJqM(}IsS(-_?)M8UVd~<VTa#0iJiJxRx~FHVZ+o6@(F#p_
zh`cABR=~|l@>(hTZ%rpE>A?&-dHl2ipks<m#;Vqu%(EmrTp!DPXh0-`5-KG_;H8{p
zh2lEE<DkW9`0%K7(`1LAbCXI^rmSfZc7ic3WJhf|DJzpBu)vU{rnjdQ;SCkAB~xf-
z4O`kZv!?b#`cr2rNhoDv_TDBAkd_j~v0it~dv&JLF>fS-sC=M~;7B+lD~WT7*BlY=
zGsPShNBq)#A+Z44q_uv#F6O&!mmAKlw|UCcf!p`hquMX9Oa~MXk}~%=Q9@6J-j`=U
z>NVl%nN!s<zPfE^ZI(9?Xn`0KjZ6U;Vnzu9>GPJ}^H%#y+jIBL6+wG>`+aHqy&PL&
zdE3c-)XMl%&`InwPZj*ds!F;Kj#LTOAX7LI-S}`itJc~Y993w>nM9ZC<=gzaK)QJE
z1_uQszus40<%K1SsT7}4I0Y504xyVN*fPI8E#o>+5VnG_+e0CNW_}Cb+j|Gw8r-q>
zkrVALJiD7zpxj55>kd6DL@v=jQ`s2-f$@Em6;mzZOmv9SKz)mJV`LBQiPRm0Rc&!6
z6#cLx>HKY7)05utu3pT6{!EtCmUfb3x#GJgv^=F68>so1`XCw~#Dr@qauYjUu-Fd9
zyab$boZyp~I~A1$CH{O*s>;tPkE9fV>$Pl*_)s=eC1f*8l_YLxT^g|^x(y+Ej5w=~
zRfhuGpsoT^Fr)4}^bwng>{~m}&x$Iro6!(2ST};?#vz)TPJ(?_iLi+qaLLc#lIIY;
zJu)n$?GQVVm2YUXE#PdZ+dMF5-m|J;>dR~}e;Y$~RVgE1?XT<7-2XJ{`PnpcCf<~!
zP>{W{!Z(q1bR?{*gj8Ua`5>@Qn0tV2hIF6Y81D$9qJ=8e<D!s=P)9^&VE`*I8}7UI
zbeJ1qPcUxRrqkj5LHqN;%Z}UA=*r{h%Jb36bNl$ghxP{@TWy|8mFv01>S_(6<mi3l
z*WpAS)r&i{ifQt(DIo5`wU$DbacAY0Zn#mi7H4OiR7{cy`rQ{J>dIi87J7ar&>rmT
zH0WD)XB@pbJ|k&<ud!CmNQ^M|-&pmAM^V%d>NrS3>EqZ7h6^GBl9S4c&IAEXO}<up
zOz@l*M00Shd!WieLxytp=w%-|8&6@r8bUyRmyo);l+_HA$gGgxo=bFi>wv%{Bl{Go
z$Lce&T_0o(EzgN}clVk2$VC<-9sYJbR{8K<jHP)`fzM(pHFkW^d~r?>>pNbfO<XBc
zT|DLzR`Lumg~oR=T@d}J30u4H!^KvTf#G1epfQ}D*~+j>fmq0csh>5f0`22DlA<7>
z5`(TjEVD%5X-_8W6@QXX>``LBY#Iw6RgMlf>3ATs0bRm2kjPEvAi?F$V>J`6ggw&6
zg~kfaGk1iqV8Nd{w>k(k&>*D~z8}=U0E-+rB<CXorNq7Cb`q`oaI0`QCwi9z-xb~P
zcG2XR$^U6-<!OnJyL^R@zTW%g#`|Q=fr`32I)yH}*l5g1Gh9<C0cM`ZeZp!aNHUp+
zr@%p9xd!M?RE%cOmb;YbhO^~_MJhUQ&;;oV2!JySo*zjX+}giUn%CFD#5Y_Fkn0!>
zZ;~$T&FL6R^XdLrm6)wh`^oDox2p6y60KmzLB(4{&a4YrDD~mM>zid)*UEjP2XVjP
zPm>Zv8j+)fJq&kum}7h9wS}VF97d}n8ODT=1u2B4#~D04tCyTORv%RycAz-&H9!le
z+*}vf2i$z%b9wTzEdwX5wVVfM&<Bt+#xPNQ-4JqfD{Ho=2!aUeyakgE_bFgowcKW)
z#?mm;h1YN4Rt~2Tt78QX8WmxBghSH{loM<QXc572zsssgq1j@YxJ?_2N{WBH#$451
zO)gAiM&jrN4;?}iYdW>T%TgG2QXOT<6b_}!XN(xBNM$xqKAxh}Iq=JONjE4+#mri4
zX5O72S>Y@dMeQn!5shf-0#Af98j;l~fbSi^H>l$bv>%NAk{76_PLJD}^(x3G-l@Bs
zez1v{<^zO--2*aM54AC=)1;pgl-umsca$N;>LG!7O(N1qANVdKtiI<nx2H9?#&=0r
zgI%;1kOj2^L<|{L=jzQl@nhVq4>|+P5bVeLbKUr9aW9K*jL_8rXj$h@p2ql@g`g?U
zo3E9J+8ZXMxNuIBKXp){JEoi<R;)UO`rG&#>fV{4VG$)qm@3M1dnVOT5;|dSFfI2b
z5=~YZc5tu;k~U1`;Yv(vH^-%cO49g^?oQGX($V-b6VS5hd&7=RWai5(k9|DQ^65vW
zB@|N5F@?qfRq!<&w=N6eipm|3$uF1{R%Q;0hRoeo&M`L{t)UTNhVS#))0d<_TW>>y
zg%!u&-p|no59J`Q=9{v}ah-c6!L%^`<|;vlQk0oEyPeF*TtesCU_6mdnksVMA8J{!
zphiA(bW1a%Y_<H>sAKw_O|WG@Z7>#@gcMmd(S<s{)S}U=xUbfL{!0G$iEpthdziJf
zC%}!6i{}z?ZOI<$ELvJL#4*G6o9M?a5b|OZdrl{W^l0s}2Vc1SmxXoGM{gm&@b8no
z>r&=6(uUrtM&!*<%NZ&b^$n~t(G-WZjza$y9#2)N%(B%mf0y+D8|zyyqHyFkS-LYx
zn2ZwKgYCZmDzd7q<BNbX#Z!7&+>t(rpNrY*bsfDJ;Tdv+(c}=Fj%ey2K_Icmj9?<1
zw8o$o--9#$L*dD=yeWwgz1viLM-DwCu`de~ZEu0>J5&`)of+6V<*4&{$2gWcB8&6|
z2Nl==_B3Enf6KdwURFonN=P$Jb1ZH6d`fjcW>oo=K!V9;DNH{xQA2|Me78V9$Jo=O
zDOA=fVztofN;dbSzbGuzBRKC7t<yk9K5NVFHaO@-=|IeDNp@5i>E|wCdBUvs^T8LO
zp5Sj|;3;Q{7sdk@`+GOTZRFwGNl6chvJ%_K#_6s_(~Zz(W@O)`ZTL-(hH|koi-L7u
zBPL7q#=hE0bx(<S=RnR~(Xdu~3L-Blg^+e4J%*LKti*XCgPq^_>NAL+*`sEv)Yt6{
zG>W;zG;V9*rYVR$@|#KOI9JZ$ZaS8JMS6*fnnGi>Y@^0t5?l#dbTaQ)sV{fx80_o1
zRnP*|q&`yH&ZK8mMcbge!m1({ku2_J#U&c$verKN<*~Ul4U0V_C7%b4Jd05;{rX<@
z-LgYN4k(|pp*DRLK{8)8ZHcuI2#4()Me>+?4PR*#GAEEms<C*}<0LU=y6X^!7{=en
zPMz1~%KRcyG4JXbryWtPLe8RsF}w$=f2d6Cgl}a_F8ZDm8Fm8?b_4s4uz-3?qr0s_
zmu%a*nlMZB+Cn2~M2~@z{b4&uB%3?s++y3+AcmVt6Hmg+CC8qIR#Zb{2%W3=O@bf%
zX$V12xIxMQoKZuskVyWrjgq?otr>I(iy?HOU+xCOr*El!bsYG|R2K~TbuAB&2}~bb
zM52g_ih{-DE-$S)(4=RsTFPbKOFF>~LbAkn!7j(FT0^tKok$eLc7zD!KoPde8iNV4
zvmlv|XpmNVcvvPhXLlxDN|trunVMq}9m%hw(2Y+onIc75YrQ=vLyL-K#Z7{^Mu8$7
zjv#-tAfclh*IjAxWY@!?8e=zMJ0V-19?qr6MosH_9gK<6p%SDXv|@;Sf&Ae+@`qRh
zML>h7h2EwO1U(UgFs)du^)3&*PTQzK8NNf0WVoU`T-wYHTwgsbK)(tMoHz1T@=#W6
zs$bhjOPuT)k}X64g9~fKy3!skRdbBHu8z)>v+`?IX96x|k0y)bV*;A90D_3P9S*-3
z>Wnj12NP6a)!b^1^r=k%vk$<EF^{0Q55ESb)P8_XL41QjF_s*H1Q2KMDrvN`B#D6n
z@`g<RjP1-48?ycpl;9H3>!?~up7+M6!?w{tt23z}mK8amgQwh$ssQg$efXBkKhws6
z6<o0<Wwdx&NAM6Dt}tdKEHG!PXP`JgsI<WzegQNB*#?3#Kq-x=+oD@-Myf#*R9*ju
z5gaFqm*^ls-|+mJwUQL@2DD0Tl}tw*Kb*+hKCFfffdUK7at(JQu3%0fU{d~}3bsI>
z*(lj<L^+X9mCC6ge{&+3TUq!`ETV$3W`L3}fuNx>HDjPPX+%<z2C2s6r&Rd-1kTAG
zz5K|A^kaTJv-xN@>u<d84FPi@Zq`OKOytHN&(JU$`tVg5t1gmp*b&iUN#LEw5uZUt
zUZu>wB?fCTB0_tmu=LIc!)`np%d^X0bT>64#7-lgSQ|FUksO{HpR^&OtU_}f$!jP*
zKZ0kn<GBW{i}oh-c8Jw|YM{b=F+NcvY7Mv4ug(Ksgll-7o<f4WmF6hi3Oa7|kPkwq
zAYWbf$N^Vab<;k=5@|DjuGIuTPq|5zvOBq7{Ekc{t%ed_*5NZsAkXJE)NFf_x4g(q
z{<$KW>+7fuV1ZAT_HE%U>UvU|rtR#Z#kj*A1P_#k<PGYXy|>XH%VROat#t>BQe;CY
zxt30Yr72OZ5~vzDVP%eBLJ_+J#9XA_Rm&Sf287_ORj#?p6f0&Z7VvNYEPZ-11BAlF
z9a=6hjY54Mky2eD!NSrKgRK3dSY&M^IiL>@rHwpr2N#ib69Q_O>7k-gpd&E=Yv#+j
zcn?vp$B|d=DgmH?{aq?XK`yi;&^=@DCRA*lu)vTQrAmf@3M?{NUw20O6m*=nI$g<G
z8{@1j7Xc$tvz3=yC=$zCNl@aE7Wn}utOES47Q+}RjZoO5B8QgzITdG2m4bk8;l_#c
zaLoFw?~0ld<mM(d!lK2AQvg!)iHsx+lXZ)(yIKWepvQu|1(9FL#)wk*xsK#eycrR+
zDsuXZ_?-a~R^75h@Yfq)V@$3k;z|&jn#Sgkgy}P1{UIW2gF}l0{D<+u-gK<WQ?#vd
zJtNsOg;*FQ!;sl9(%-wvt-rgB@MuU4d}U@Igl?|>xIR2dx26}BSi$NP%eoFF@gN|>
z%Tfi9c4r^+v9}h4UMuUj|8&N&kx6$vk9B0Id2*YeOXiD0BOs^C(ThJ&NLsmRf&GwI
zn3S|&6qUSyK)qU1emB>KP87+0yU;O;Dd7Xhd`>PoCD%*puCoM-c!X<=mLBIAC`ePK
zE<46Z(SekNU&G;<a?N#MHONCplO02eVp=~+NQ9nh7j7n0<(Dy9y2!4((L22kuE(u5
zY=BIpr8v+p4?|Q#ZcM2HFp+o#!H+OgA)~o~z9?Ro`{Zg<4C7p*!~!4u0GAx_+F)&?
zyod+}BA$-S=A6!10XVNdMLPKgys0@HhY4@<%NeCHOCC|sK!?Q|DGxjgAUxj5hOgsz
zx6vkieal$+O>&=dBah;}qCr9{M;E;UY;R{oV3|yKED<d=q)3n(z${aVRY@2xK#7u1
zywyI4K3j|XzNQS8u>aK&IUg_R=vt()3<)%SZM=P=<Y4rtK9vAVMJ5>Isv+Y#I3jkU
z{1QL$inig0Yi}}fsVX%G3#~*PxuW+0xq~`6w!)$H1#FY1aK6_o^YoGVNNDw<yw@8+
z#c#np4u>@v7N7@%aHa?(Y`uv}*rh2#C2VisB!<A9fbIHbdQra)d)<*EW*5TgUr<ri
z&J1C=nPKm*BW&6nE>@d<rs38#nh(EX0$SsORTQh=cqWVpU71Cin<d|dXXaiFRsLQw
zkeFCw?%9L-;aiO7JC1hRy)OKD_DWDxA`7-fwrP+%-#OrHu&@t61g8kD)FZ4Zq&i~w
zlva3b4rwig@FsG6OTu7+4F$E32JvpUEZ&|(XfNZcc2jFgT78STpr=l({~6uIewYwx
z*yufS@m>!}VzrEP_2PF6AxVe@%EXW1XA+JNAnaUu0^*>r<e7}IgZQ18AilEOs2`hf
zwaQCgPcDO*@>`1|+8A-H#Z8$<!GC3ctIvl+!-oDqM9diu_e2J-kI7*>5EJc2jHprQ
z2X|x(An81dzk>q-BP%~o75nh%3%}N+i{R*3N~tN;K4RFRNejPyP@-@I9UJc$W`STF
z5r;V8D>sAcd{CNzJRS&uTWe27-9#@j6w5k6JaEPr_dK1|`|)=b#w*IeNWx3HP)igj
z(gYAsMI$)MGld$STROs3(r|pbo{3CPFB8EYRILf<+#NliP;=&JuvaVgIERQO`l@l=
zo*c?rv_j0&_Q2gYeU6jOj(o0R?<#m*5jnsOxnpv2EZr!IYaYl+^I3(qmAAZxQ^cDy
zd6ZK*%d`h!ay!&a&|;nvz6bTqHq1T^8?QSi#~71@^X<d*;PdY0O_9lQYoHUDs7tNY
zA}|IZ)gu+f?DCxkYE4j)nn*wG@iLlTnAVflX`*?=NJ3fCqA-#)JWGU4OJyP50hHan
zRkokCgKB0yT77dt^ZE!m{*jQFZo0r4Z_UxKtAxvm=KDH0hH?`{O|F)0R}d%qq`puM
zSL}2wX012&_;Xo&0uL&wZtPAlk@Pk<`Vri~IDHw6`y##b=n*!9UF=a@e`;%u8FX$C
zENIDyPp8AeXK;`;f0a|aHy1J01$vE1mY>td5;J=+pkGTAQU#3oL_2)Z0E5wppYBx?
z<d0DrF$HwAK=H_FeMZb94NRO!LWj~)#w2_gLixUmh3RD9SG3(3q{PoPX0!@F#<(h0
zgmK(4dbNuL2Hdyl-qyC?pCKjR;a<!8BR9hmk#|nN(d<B@Wz!*4K`~Ttrp1lWawwK@
zIU<BcS3o-;yA-idy<FH9pKo3yjYIns|IE0<s9L*7=4%dOa0`n|M%D-!h^F2Z)OAVM
zh<Z+fI~K>dJxudZ4OZWsj2_)twM1p0W60^5k|Lz$9vV+bH0*gVBFr&t@@(2j-l=AA
z%kdKM4Rao#W&eiyd;%W2qflIN@7<n>j84QzY)4nWhEfDPQ@SD~)>r<9MiaT!(17|E
zUNTXDT)6rh>T4QPp^jX&@J;*zPK%F>wzA4fA81afX#9|k*$<S_U3g)>A;+tkWRIfL
z_b5Zn#i>${h5{sn(#D`1NZ?u7@)oOG`k2dyyAQ3OztV*n`q;e7ZjTa(0{OyxJoy@m
zl`9rC6=E7#R1HgTqk5%Xo7)0cLRDb+#K>A4dqr?{enW3k-JFmk$mtp-mSsB<;A5{x
zeTcCRv4Dz-LjpIK;nJg7^qm#@6-Z`RG#|z$N>O2&{vj-v2ULA*(Pw&#J_dI3Y#MDt
zV?N_KbU@^Vx;3@hv`={n1|5kRa#fy~z=Kfr@muMK(iIrc_OJcSA%Xqz21&|EkCWEh
z>YNQ9i*z@WNmr&_HT_Ha`3$b?v5C-<)8Z9}I3)8#GVmLz10{M9c%uRrSAF>H%h9LU
z1YS9w26uyoMTvaMaZAz;WjRmr<rF4o58?*l;$WEA3`94@MEq*fLDs{G&6h>uWDR?e
zt4B%Fregu9PU#!i^xt9KrNk1C<{%cbqF;ZsUYZJwPHEZ`TgbvBb-5^fe>1APU%{z_
zXWg>6Sk<o)W<b`&HfF>u3Yg8`jG|Grt>ieSt}mXb&k$E~ra>sFZFguyLxubt@X-=E
z+pJo>r{p2-bXR1%(ge4OFv7BY-qzBsYpC-Ulgp;47)~7Kj*3C{^=9KE^v4tw%<X!m
za#<{W*;+ZNZ5|O-?f3AKce@;E68`%!Q<z^_cqdJ*^}Q3LaEXEf4^fZrn3LRSENFPh
zg!=FxNvl`KG)#(bh~LQiCKaA-vE1Jc;ftd0<Wuj<%O5g^H#XfEzX>g-_v)<$vj1)s
z_Ml*XfOr`XSf#a$D`LXyR!f*L!KEb^bqk$L*&&p(XA&Z3F+ZhXH_<DA$M};Zw5QBB
zPAW--@7_Z?n}r}Ubup*Xp^s24{L3Ge+@;etdX?m!p8a2Y^|`VGN}x~=l|NkK?|}8s
zODJ=B>`b;<b9zN|`;7#Ol|Na&^`S#IWYc7ew*_40E*ZcL2Y%;3UT7r$BvO{43`imc
zgscXTLaqcm(S%!?4wqgN=VfRoRJt3!WLVNkK}=cX))~`tU|d5zF~0a7LNV(~k9|DH
z%zI}42C=|9wtC54Eo>^jMafKrD;{SJTOlQ{o*e8$F)W54v3gz_o~3KwqaipK*Vi*J
z<yMv-lU3L;7H(O7W=q4=Y^ck3&&qzYUuxkK8VTZdvdc|2&PATT+(@t{mV)NhQvA?Z
z+3Dc8>J~O7nfA0sp~6ax2{~w>(s5{|+#q#K8le*x5XMqS!-|;M=-eh#onvZDg9?=p
z`&h_ENV6<Mpn>^)ASno%MR{!m-*|G;+~J)9-X_gOEQwS&W?%CrN17aL+_ev`>_e=(
zL<@=5w?Hw143|QK1qAOmU|k&hl^lE_1#!|P+v4CQ(v2Kinp}YenqL~JX;0XrmdgD|
z_eCnx-38iaZhHE+8IiZSzoEzZWys^+waCdTxNmerA%NcF@zRtMufdUrXXRXS^PR1o
z&XWaLIBc40c@D}b4p5r4$9<dPBeslDRU#jJh>%S}^0c@{Ej)QqSgZ6$)beF^F(IaZ
ztYd(DeVN>Tg^0PZb5420d?n(+sc8=5-1;8BbVECt(QvY?R-O|#8zk<!VGJ3?mlW}0
z<8$^%gYyex4~E<)Vw+l&_ZEGy2Q}(UQSX9l4VD?&ta!~-_+mSfu<aKPW|{{D%Cq=P
zR-pA!m%2LZY2sO7*D!NTQUPhTtmG6BT(OfyQD>yN_nJg^t@oXXv3J$Y9un*YYn-40
z`%TKN)x~6q>~odm@^g#)r(4sbc~KbNWh28nlKv_=!t%|HkqYo!v?GKUTUUxy)C$_t
z$plG1g^UdpvZEKWRM;1^2wl!W!e!J9s%A5FznRJ}37M?Un_n)oxAe{p@Yh3&3kPPy
z;=Ok&TgX37H88Zgy5b8tfa#7ySDH0uYCh{C?13U>GbzVYKQcwLX|&~S4UXJR=-&~K
zg~`)H$Pr9wizk=*R!_|z*YAwo_47O4ixMcz>R#MHruXl=J~I`>yb~Q)8maf*6L%3`
zB`Z0j=Xv9N<{8rasGct8FW7~g<aXWr07bs(jH^hfUrrp_Ta&`r;Jp~c4;h>4?pdvF
zazXo=L8Xf4ig$-m2<lst8NSvu9v{=Ik8!L7+cmey3KwdGPHM~foKc<E>`^HyBp<1l
z)A$V5Cc$CkNN_;qW|BJmAJ>iWA&k3(D1p*TZ<KW0sSJ$Swo5)24*#;lSn&vT6&vgD
znP+P*Pi&a`I#Q#)$K3nz4iTzyfCVi-w>6`cJ&Mw7Ufq<7b_ZHnS=%XTfxAk^J=&i#
zXkIv%WtJ6BI*qOP*$M*h4z+EjxXR{>E}~%A%=x(8hB{JIB`xwc^~+h{abn=qLdb~6
z5<S#7;m1j=s2LrO*c>*e$gBz3y>*q3GAFi6YWl1#!A`Mj>^G7hp_w?uJ|3c`y3s`D
zdHM@@+wN08Dh&ihJJ(FD91sp>w$X5(K41=OfisJ`oejcOqxu=5=2_UhqRGTyt2dn3
z!7!t5vjkJJwUI8YC}g`UIdK3e<kyQ<!M0vdvj#8h@i)K`rS!`lw6ZTYrC=v{h?%ln
zI9(c@ByaX4F`SNcj2Sr+hg6Oz8;C>FD%VNNIO6MZBzMVy)}O{H(-tW~VyW^9Kir|A
z=984lcjf3*ZV8>CVaMt?wMaOo>jK4!+|V~okfV!SjKL#0M*o^h%txZ@v+=<NDdNM%
zOF2-u;t5(7SscQVGE}ZBZe`ZY-tNGv%@&1CSZ-DY*W{E2`Z^ulb*D}(z^oG#{R_<n
zre-x$)aY2ITOTE>uwSm0s?}$<lQg3qMfd`(4RiNa`NStOQ2Vem#uKma`(wSMZ)v$S
zJYaV=aq6-LeIllKC9MS5b*uUKXlhJ?nV{Fv`gc$>^uBKw$wA%d)$ANy%pns$QS+_A
zz?9?Uoi-k3FdAlVv_Pza?u8LVO}L#6TtR?h=-m%X3`Nl2p?ps-z5C7=X+~njQW!W}
za$y6%iwIgee}MIBvf`UClS9<<YGb@5qSpjI&S5-j&S;pM^nz<)nh{`_wj{-%z?GCk
zVHn3@@^%{UIBvV_^3|SWy5%hw=DOw4O?kb6+CpP>hnI7ODkWV<31wGYX|x_LTo-Mr
z+Ne?GkOp<ds(SexFrq&Qc_x|PMs<*gc@)J*09wptfo{mr_L0JjdgRmbxzkPaxY2EO
zUgYcu6U4J}rnL~e<;A!2&pbmUc8a3KEkl8vb5SwcNWtVS$r+K-$A#Y(5k<xTQZ79L
z$Zzv&(23rE+_W-C&R1h<?&>JEo&6wDD4yp>Od8tjdCHWD;WUtfQoa%6#8M0l{ZvDh
z)z;g~R;0o`iNKO46@`%}5%<^I7%%8?A|)N%PNIWsWn+rOr@?x}a*%L8KB%{5GNuv>
zOOK)wi9$R-M$j`#j<*I+fS!waZ$?T(Xo}|zbO)Uo_Q#AEWv9`4L>dbswj+asrs>l!
z*pah*=>*#|rcIA7<^`;miCk#|eR1t%XJH?!i<`<6SD7?ShSpEPAT(zcy<tzmv9Cdx
z8$kw{<n|aX9uJ4&z=Q)Lx3!?b6y>3X=jd^5%_6Ib1~9Gxm+8j#CaJm82SR0CBq{ys
zyBV`iE7$GOmL|Qm_wP{JRA(q(N#<*813k*9jYaZVsaFp0WQF*>`3R#;5auh7Wl#f*
zHN>OwP9Ia+AdBC*6xx>!TA$qB41EPZuF4g0xhcmPQX;LAd^RHr+89!65T_-^s>!ao
za$s>i97Y&1QW6ip4D-~3E{w5$y-_6}iZ&)JpIxW9YByer)rsinHLtbE2T>U?Qc{y?
zAx#?&z-e0V+N<^0KFd=#Gk9xn&HjWJTPs$gx2=oJFB1$$B&PZHah}OOZzg(lMIs$J
zrs<Wh)-}5=Wx$7&{z%POopbN!?3%~i^=XT6vWhIXm3X5$X%3Nzq@>3*kH;bN&tH_7
zum+{cD39X9)$>_4<(PN6h&_77C>^v@YsI1OQF3sf)!gq_khomDi@)Vt$RX-i!^L}v
zuR7z0olrTnseV01-R*+5jqP(Q+-)Z58KEK}3A!tI`-#FG56)ReUvOJaA~L#S^EAx6
zD*epFCX~9|wJ1s@ymAuNF!l>bK<e}mXT(H0vfZc=NRU5s=Y0ujLzW)BUZxB4>zgOJ
z5Pm7S?NT!CyTJ?0I!c#P2S6t1O;<s8iG#I|V|B%-!xr^-Yu4~e0vGc(A{On-k<s>h
z42JWmME^O_H6w&FoHqhdIoV^-N69hW12x-^k!%shIB+|HWaz%=0iRFJSU^|YjdWu=
zZjG!4(yW(0DD4kFyt8sCXn3(6V3TqrsN7OHukMN~oITO<x@)!(>FxI-xkewe_*5pc
zFyM_f_L{7kHrh`Uk<=#0US@^T%nV18_<&w^>WtI1hCB~kstm&OS*H)Fe`DGO@iiHM
z<W*V{6*1pa;0Yy&F0RrgzR0X;%WQpRz{w;(YJmPTPFf1cddy^`622)3Gn~DQg9$MB
z&xkfUHJQCT4J^&}euBJuN?*Adw2mVRr6j&{wgB6shi%3IcM#KF(-|;QA@E?x4;uQ3
zqyq)-@vQ!ZZc=6v({n3BFn67Q4@03PdgPdA%?OtW(iVi4V`SP?tsyMh9s@d;Uwi`U
zb%$@^86#uhdt3CA1ysWXnp$xsE5?v5>2+9~O*iTP#ok#3wHbGR9)c8YaW5L&wYXbw
zCrHr{+-ZSAad!;_cXugL+}*vjxE6;ZMY_DZ7dtz%JF`1``+u%7&rK#dKRNO}=hIGD
zct2P~nzwhyt!MD33{??WYW8CRgDqF%KgKF;uA_QUK??yBOucp+2#-3e3TS-6FgPkF
zeq%J!Vip-CK-V<y39`^F{+C$x(2dXU{X=a%$hpzw{?&qdtF{tdS9GAZva3`sPbWgo
z7xZw7M;<j9t2kaaH#S;3cXOovR_M{UkAh=>G(t-G0Af*p%>L*DEA*sKq)=)jG`8wM
zOj6~m&lA$OA)?mbL446+Wsy9=r&-Z8H4p1wJKR~Cd<iIn)m@3G(ToaUX5Mtrx;kl+
zZ&FE_ZGqL{($2vkW*NZ`GWS=ogwL^YTAz#u;MQ$IYjnC4{%Zd`bB0$YHtFU6Dr2Z_
z`hF7QHQnt$@J*%uR#vPH4ZxD?HKh<*w26wot>*G(B*Jk)CJ186gO4SNmdm<=1SrL#
zJ`06~LW0)8`}K^{58?hcM4EOZ_2F8pZiW@cW|4AcC!-#?u*{(W7WHF4fYP9r2Nsk2
zkX4Bm0U>WJ92uKv>@x`f!x$uy`g=&h8LZ=x!h-aMV+a_I8R16FSZ@YuU`37qZuJ;Q
zXDQJP)EbLzwURMbrzGi%4nYQs_A9b)iEC08ZDUG6?{Py>W4LI5wwuSllBtSJx&(g5
z>DJ{w`J#=~6U3=isBc9*Fch54#gDNtLyGkU6rW9~@d;a6F+W;P`9BT&dwj~RN35oy
zPmRmAk<})mZEtQs+*yqeo#9*qE&fL9{`Y)NmnD)<_lUc5LrZOz??P6h<WGZfiV#R4
z%`)6i5=nDJkCO{QoN*JyJf97n@9T$;NeeD?M*Kpldx#22D2=$Vxn)4x+!BxtF1`$F
z#`>POElFe2s-u@Do7Aif^Q0NI`ok)6dTur(!0L2+JQ~E?FML-LIUeHD98i+REusjR
zcRNR)2+ZXuF$JChvN>QKsv_U!%jplZV!IW5BJ5tin^OwO#b?GXH2>z}mp|g1NEn?H
zIn|2UZs6N-TjQ{ArYV!wVj}^KG{dH!VBGjEK+4h-q!cs4!(9{Oox;~TA%)J*&n%8k
zEI2tzilogDwGMG%6VZ4fb!R2r*Ej$NV2utF()d=FY{FVBT*;6AZDpR64%TYu@O{u0
z-KI5YIos&ixp{)`mR*H97)%jJXqq%+m03i^0J2!98|WJr>Pc8aXW>($)&vxpc!}Xx
z!6}xZp%^$nc<9H}rK>{lDx%8@LBk|M<CIMFTMw*!eZ7=IJ)tv}N?LZ$)PDe^buJf&
zxRT<+zr`EdTWV^h^A_(yuhY#>-ud4Lvtr0?x{=!+hK<N}T61aFEh{g7!(S|OI;Ezs
zl^+4Fy2Y<YG@k}~V||yO;z^oS<o|J@MZ9*x@~`E5bIv91SZ&x_@Nb{BDvZe+nkD%q
zd)VoLlBP4MWR_Y+-hy(eK=xFNSTg;iB2T6I`if=gvzicV`HcQ>WSQbQ+UlA^Nf03k
z%Etg{dr4@U3XYO3g87Oa#%Ylg!tcC;u54FN7Uj3Qt%oaEq{lG%p(1S`pb3Hl9bFU=
z8SmsTiTJ_a187A(vvI3*?+OcKFh4q`H6bJuk#vcvQ>xWP2R}t==f7Q%PB)#&u|zm;
znDY;1Sj1LA16F;xtcrsR{mB*{x*=N}o=PWBDu)8E2M7?4Z6G;Pdrdm@B#)#>zT83n
z3Ij2u=vFmz`%9ujrsyg@b6`q&k;SX<sAxU`;lAO-bAzWFq}m<0?@GyG5zesg4D#^T
zlSE!Nb%RO1F#o)fr+zGPd7bdGRw4&{Jvm1=B;uQN&3>?4+#Hf2i#<29)hFRj95?QG
zxwv2~!69O{%|X1HTw~6jhrX)sWdqNP>cIgN%3DQ$3EV2*u`9mZ6l!3+sQj5^QA0OH
zz#}YOm+Kmn&iQxKp<)I9e1RIf<*1t*y6ar+AZbNX2vy*LL$sxMOg$D`CM@CPGL12{
zp;-O;M1ZEUk>j$k@I<bp0p}UzTx{$vv`zkRah8!*9p*^t{U2#Ky!yh$yhw@<#5~Aw
zc>9h?hj=1E=#QElJ9}YqF7+q%yq#=L8IlEZ8FF%0j@%?3Jp|M%c96z2S6N?g0xo`S
zW&7({nKxhU<57DRIFu=ucjIf30rwC5)Tf_pA*HtoY-uB)m+$#OHLrP`Q_kZEbIsY8
zJ~wL7l090G_#x{omd7^hSY7H5ya0RBQECPZgk7_=_-ZHgQ3Kb7GhVdOEP{x2I_)CZ
zE(oK|#6zB$KuNP2FY?uV?_yh&bOm`TtRP8TF{23n6I=IwW46X6i6#PIaKt!e6#wEP
z&-{vvV4Y)0eM+M+r~z9R?z=A{hiJ=|VR_pR1Fz8}cniX2S|L29iX#}`I`sPNs9fpu
zlIC6Y+S(7^a{7M1K&R<F(2Jo62c3)>D~Rji{?#jMwWh=e1m5Ew@7Xt=1y^`QKj-7v
zZ24Y^mLTAU&JF3?T<7Md^^S@O%h_Oj3$49vyjXPo`tM4jnXd9iXy0mu4yH2fns}_Y
zvx4fGdQl(#$zDye&LNtKPnnFp8D|yxs-U8?7?A+RAh^Dj=ie&&sng6P3L|`L$o(TG
z{5#)3$3zecdg;3oIxh5+d)^MlZEk95V_arUbLqKFOU7V$?2o{q(3iTIFzJ%L!di#A
z)1}>q*t6W`^**6Vf`!JkOO%e2aBG;4pwD6D4VpOg($HA6<;_)<g@6B~eRX)|pLPVL
zFocolciF>|WP}ae+(|X0<f8d&Ek_-b>hj_+8Y)i~geYcF{7ImS0uOH(LgZVjP=@lu
z4Egmn++m?qAr3GgacP~cxQxa<SN8NI(GOcJsz^im(-o)$%|}gH_Zt_|efB$pq^$&^
zw@?eXfEV6clWH6@qO{Fc;YsmYhOG*}^=V?iM_aq;oFMp;_Fm8;^Y6CV3F7#X??@dH
z=a+I&TqVk!)_Z2`HErT=lSdpq0(k}0?}FJyaI1ERsLa!4`CG$g;!>Lj(89}xi;yij
z_PGlX&dAgrrH+fy{6R}!jcJ@mCEfzu*!W2-9-20WxncnNYw+Qh>$}B`1{Xs`=Dm1C
z6XVaYhxsKC-AdKL5I*4Y2hugkaZhE4EJ4Pkk0%?1q(u6Qfev`fclp8>6)8qX%ds-F
z`_)o-*i?V}J}Td*r!gFcC9)xYAJW7VcjP{*erQ9&Uvn1i`89O~KsUM<#r)yvz0G>6
zVp&m2`elCVg4de;!|dF{u)$${qx<=Z)o9>3g2Z!UV+&mY{)dl0#}TKbb5vj?Z|66x
zHv)ecEBFXX13Gt&oCZ=PH6o}R^CwZ>&>hhFuDVnN(N$S}-mkX-`ALh<e1djqT<V%G
zHcwm}X*XcXX0(O`rt=&?6O3sI%}_AEG2<&xvq9Dw-vC_XRS~83Wi7Qv`i-)=i!<yd
zWfuknVRn_N*hvP5mh!{*D|uitCup5Hd^n4xG?XK~-eqvXFL6j}2$f;<O*+@mv<3)0
zU}8-5rWAzbWJRAG_>?j{Euq#B2wq~D>nd%Men_{0mhn23KV#r3u!fc2DCQ|sYrT!d
z^`WicZh&)+u?$6^`Piv=mCFd)W)BzPBd<uF6EBU=7Vfcc7B-$$j`{w6=0nyR#IT;W
zl&rfz05E4-sY$+<xECclI~Fae-sJFD_Gas_7Dqp~5`<S#egj4K9;8$Kv$V|GA)rM;
zsZTeam#Tot%a0p3)<c1oa}*&t+~N-#{hU+#+)XfkA5zLCG_D7CnR}}XfzkA)Y`5ln
zkw=srXY8J*Q{f>o?1-{b%3JPhu(8QsOda0%W=$x8`EjXhUnK#G3_?jHqdQL$2%$Pl
z#4XH}hs(=E-RjmeXBxR-H$Ki;&eG?Z(No@}am#`-xqVvVL824AAPxe>Lq}8HIoSQe
zGFNozj^Y3KJ3ve_8Mu5-fW3qzYmN(WCw>a#oG;)=+7dP8z==S+8o_uIhBz?<3{kiE
zR>>1@4#zuC|IEDu<4$plLWWTsaBp>`4|jE#2>xj{SO%YG<`N<b5xG6Cc~`B64l{U`
zuNVI;46^!!G=*+i=JB+ozrg2dkr>b@i0H%l%t1}@=%(1y`{JY>R7}4xh5$^q(i`my
zB%-7Xl+Ris{ujeEPW7Hrxz1>-keF=3?^JZD#*P*Rx64XkXOa=(7Msb1wU0vacIB7b
zPQF;j6qW3p7Jo#YSV*<oi|g5>sDOVs!I;K}Eh2Ur_nOG^XFzu9M16QDmJQv!!2~)_
zmdV;Y8^G&K%y|DoJ#!e3P8^zq{L|L2;kq8{Aw*lX4;T;rU6JHFO0`GLQ9dKj^{{#`
z;H|}JdzS><qWj0})5S?8;`N$IB0Ewv6-S5HZ8hn@8LbDNx4QKk3<4D;X0xurLa~|U
ziP3zp>A3#zW)LdMVe?2trh!}m0KxRVb|1beJw_N<0ig`*q1cR>e#vdel665Ka~5}W
zYG1IY_e@`@2Y@X2DuJ>9D)UbL2~~C-WPw5k(}xZRH-^vP!z-NDT}38>&0aTfgFE!l
z4qacN*Mp{TgmK#POEH=LPZnj~k0bc@p`zSLjt2XIMy%vK>?z)~LK7;3S;JiY_6OX<
z=rrsFJTbF`n51DFY`#u3m25g;#X_0p6VCi_b?7VdUJQoL>kHW)diokDX2ZK4+O^(;
zuf!%bYrZ+bm@Hk7t@TILLG+Q?a|B4!8M8wKr%gvJkL9n&$5gl=R8lw*B>iDc5e2h)
zL3|&0G9e1{MO&!PrL~_;e@%O@IFQrH(I9PoqQksbF+6e2!YN3Hw2j83QKq2x;=VD(
z+F&RA1fPVHT6nt{T_q<B^X$5-adYw|IdQBTil#umXHCDe!U!DKI<#O>zFILOr^sXf
zh&0Fshf9Y!lCS*+De5WGEV5+x7}d|YF)tcaGwa&QWC+v3FyXrQaz|`Lcg#fOJP#Az
zDr!7={#>fQ$%>=q^-w}G(9P+2!|D_P8$eT*>tqFAS*@`~GXc(Q{>B^)G^(<x&9d>5
zT-@h5!;?8!o&d6=fqt*hp4~cuXqFmc)=w_tFZm6K-qQbZ+nQyB{5&AITDodRYYORx
zP-_1?M8mb3Lie^{p^um3vR=_T?QX>(UW13kd&fW^VTbFLWEPH@Dq1CjltdO%)Lw!*
zOC_X9j1@XKCJi()#AN4vfge2{CQXfKG<-1nJ;l-cC9;rsecdT5S2vp_5s&K*qp!g@
zGy5K-0*$$*7w<aYV>kS&_yF^xCPFl$g->5xaf&&skw?f@QKsBOYA%PAj~fb7w7Ur7
z!dmljt>E~l@ZrDqz=0}2PW*6d=^NJ&qDo41RuyF2wZ=EPo0t2rr~yT_q3BK6(?XEH
z(KShJ8$6M%7ez1vl6ZJ6M+QtJz#QI-*O(G?lVG)Z{2T}Ij@IP2QR>ygWgj+qrw&R_
zN+UTFJDPTK12g!r+LpK5mIq}gGV2O7cKC~DYHI+#WDQ@%jWWk^nR%C*h1GUhU0h3)
zJQfoRe18+<{OU%raq>fpS~)*j_9r<^Hd$e8^Jq$%^=k`AV5*nU=W6Fm%XjJOJPwb=
z%~ZK@2DxA+2ONTpTi606Iz#FZZCe{EI)Gy+#;)}cwNz6R&a9xPAV<-^Ayq~eof0o8
zuMuip*{=RM2Jg8n=;fA<a6v7QVx}r1o8l9qn$G5Q*~s_Z-5M9ojPd~v!a`hKs-y{>
zU@EmVXZCdqf3$Ah_yieO#Uzo-zWw42ln_hPw{N|IDTsy?-Ryu0hx9liR){lm&5b>B
z#1(<;>jCTE+@ke4dyKp6?q~GdFwywGi*ek%)k1*E;>MBoMqT0bHq0-~s*yRof5VBv
zQ$sSbrn@Dhd5J!`hCq?7@xcha_J>M&0NxgVdII0PBs&$?HzG;mUpe!62Y|pu@(g)v
zTT<eqG5g;ncbxEH!Ev_=M7OF2`WuPO;UMO&2E`!Ir~L44iUj2(sp2NZw5LRA=_8hs
z#(_K<P?8*vb_Kpu+tIG1gK%N+XgHRomgc@TvhJ#KO16?2?6^u#-q2%oVhYt`6o;T!
zs%}`7ic>K57Cuy!R5QXTl*M<88_T7>zT?9Z@ysm(A-v<|VdwXmK>YR|8<R$n9h%^P
zVj_1?sZ&NmgX3jb{*^SsXHg{6(z*kIq0EvnCCh@4DN4P{0)0kOfqF~BF{X7QY)2IJ
z*1~UE^mg=hW8p$xL(jPSU+RA1$Xea6{YlLI)49VsdyxDNj&e`gd_Pwd7Qg+G(&+O2
z)+_egx_Li}ATLeT`_e1!oC@^8#1jHo4<Wq~HJIjM3f(3v3kSL;#$XT=^BT)A5@CHG
zsb^~FiT=K(aflI&-rMiJSM`ZcWJh(vDOjdxrMZjKxtS0p!9#0(#LKT&Z#t;DaZ_%v
z012|Wd3@zdGD^7r{$Jm%uQRLp>7eMo*TI1#J7hf(j}O{*2dwBnwY8pV-}+QymAS*l
ziEIc_|31VVU|gu*SJ&&-uc~BCPMg5ldrBLGzjDLimE^8c4Hj=6IPqyRCb@u{4jM%M
zWMWL4+tz)vk*uhtNTJH$qNm}TCcqoVB{9VPlj>?xE43JglF<|rlc0eS7y|U~AX|~)
zM|$;!C&%!kCE>YSMIaI7W^t1VODwMVP;NZEMbC_(9Cuzg(cQ<=z4vgQ%9Pr4*O;ns
z#O~Mll%L#1i|q;yqNz8aqhZoVi%3Z-6%IAy#e8o{YhlgISGNG9+C#8UzUGzZ4vuFl
zC#8wHNBeyHJt`>TiTXc=a(Oir#!1&hB(BY~l3!{>idI-zAzQwk4vwMrf|AiE<CHDj
z%CgqMj}=<vs*LR3+lc3N1o@#{z*v}_SdFh$=43_AbIgQ&wuN<vQoWLEhhpaEItU(~
z4D}wjwq7Q5jNNU$l;84xQ1M%@3x}`8tcBEyv_@W@4bKy9lSppQQU+B0ENT`1hpY=+
zjt;oIIRhOgW*Ut$Qx*jCWFiW&^Vd!<%Dpe6k2zSOlwG5O2*1=50ZIk!@g<iA(QKDM
za&80C3k?N^5nofC)I^HWHQu=i?BMSR;a%9qmr4oV;r9%QO=j~|O2tc#GE^CZi?Zdb
zS)k6_fa?N__Nqfc6fjhUeH5nsAhFhe{~LoMdN}~^D?K%~Rw*9nA4<^3@qIR^4;2(Z
z;9!SMUHY7%@*w2%^%|!Fu>4t_Sh1KEiK2}|cWI0W$}4U%P%eF17-8%}M!bzez5saB
zwz@HwJmfZtZ<~<+>NzA2)xfv4WN)vzA9}dHIPb}vV4ZYqGN&z4XBm|?ffqvO;Q0lM
zie|3GObNn+0yK4`bwWu`DuS>E7ICK}1l|Mh#H`xV37Y_@Z?LHP;D@2tYUb-Db^!Sq
z;<@oJ<u&uVP`j&doGTH}Ji02M7$#1Bg(X*~qzg4qf2~6NwOpZ0W^zQ1`@j{c#5~yc
z4kdJhE50#*eS*eC5`~gB@OF<GC>r+Bx|Weqz5zRCoOY&Qa11D~d`NKbtipm<HN)9x
z(DxkrohLruGtLHMII>_!*6_6vN5M;$?c9vKAWQ|yd%yV*1JS@9W=KJ}tFPXD@phQY
z@ad2IoX32jsA9XDy*H#F6?404Q$|$i4NHszE&((zf_;s}V|~Kt=V)=h@Ek{&0F4Lg
zStK#02g*8`Ia)mJ)s6S{4S~CITLu424xiU*p&a$O=RF60zjgE?cDN(76o-g#B8%3q
zzSl6T{Y{*awx3cL)jr<^Vhc+^NWM4fkg~B>=?xDgd*)m#d!Xsy;?23x6Ov9KaDeM+
z;5$b07_6K?h>2rXk|s}9A~WqLmW`w#S?@Av=DV?k^ZHZ0?e~s_DIr%|?(+Yx7?s0{
z<r5^lUUf3&V2;5-JY_Mp<3?>Zr#(jAyx|4Qn23sa&M8X?wN7I%;QXt?3yOO7n2Q%k
zP}_%I|DV(V2_eH$!<Bd$X(*LTkP_S7=OWF`;XR{UYqw26&bbPYz3JlS2VgMCk3taU
z?{-7k#9%wLUd54_#1tdN24p-M`eMU~;)AFaW7k%c>nhJtrUJBs!IM9KiT8JX43WIH
zvMy11e*=USeL8nG*#F+D%YPZcv_Q1SeM>Z6J^=+5<?hpGxZwK6?bg0rBQl}yozNxv
z4hXrQrzDs~0)huCp8@-`zXDz2Afi_28$MatQ$rgeK9^}A1s^=mIX3i*3sHtKUimx(
zG%z%V#}AFD@c}SLTDbPafqrc(jd7Kv<_7v$=_G}_Gy!yc9;FQc7l%&hWNYr3yYaZ8
z1u~*b!?HZN%oyHW`K3|h{WM50Y*hQH9NfmClxpAgDWq&il))TIW}TBVbVB^M#C2UA
zm!{JSsJz5nxhu2E(53zUI&K#0gu?b!$I=(Rg^Y%OM#eJ!$oZqEtcvYX+kksipv;g4
zXOz@ZHi6r$h*hbSJICwH$Oi_GVnSu}$Ow6-8KP|2-T11MHTD_Ej-P5rKkxd-jGJI-
zK8}MKbvT}KJRe37R~$6vQ1Pc7k2tSjJLS7@JP6uuV;n*3Eq=Mr>#kN|e1_f<j@fv7
ziN%uHY|0tui-!}z9+^F5smNBeP>vd?aZEsNL8v(%)YCu|@#`uPa=h(lgfvxk-pC*F
zBauBy1l5%c1YJk}rq1p45{Wc&T3TlGZK7PaLL)6Cl0#$u)3hi<uhV3wmKqeVPl|md
z_40MPkTKhhMW?(lzh$!8gExEazf1k1`@!!=Cvxk#4gbXUxyjP-Y+``j8(KVmT;y-H
z?$Qgm@7c?*=&hsOdF)^nf@IYPim*V$O~ir4&IYmlYM=_GJfKxLUT6*|8pIrEbycnP
z5ij_%G|$@)s|+5My~ihz!ts}!z&?4%w`I48ww*soh;nR99rAuwh?3Z;IOKq$X;|%;
zAP-Nm>%D<kiaiqVfONGc#IMox!3*0wc#zW!>dwxbu8?Qfzq?CX=(AtH@{X3QyTiof
z=I}Lw=Oeu9&qaTYM{{%x?zfcpxkGJ_WbLS~56{yPU5`4d#<Kbqqnn3QYn?9D4{_y;
zz$nF=A(oAFK!UIKl+htLCp>(x6ek04rUb1!T4_tCUnF&7z3e{^yt{a`<ts2aSga)|
z#y*2N;-bg_mo8EGnHg{4C_jGEvN17#TP6M~(8R__Q5^M<+HmyAJ3rB`b%zr|;rjWu
z!E3DfcPpdN;8*FiSq{7!Iv-Z~zaOvMr!18TA#2w8k_qnBhvClxOeo>Nxru@p$hEUw
z((MCrgY&=FHQ~^YWmaDl5+BETO(G8JB)_=16iQ(Hi`c05-nk|*hK{`*3u|1INbR=>
z6iPCW+xU7VoZJ=Bt-3<S?B$drOP}az+B{k5iLN1C!l~_eBuS7Gd6xC3b0a42P76k^
zK>(pl{PXdMTR+w=oQfPD1&Xk>fF*#&*JNOS(m_b~Ky@DV4xBZnRo%$?)v<H^2)9a{
z>35C0oBty|b;6jgpz?m@`c9@!)a6fqDok(MH^$tr`k2q@Uoct^^z0-|ChnL`Y|gf*
zQh6f9B+{9Dtu>=6L(LBd1<bi_*|1>UMq8}wi$tbc7Ng~fRCftOB>qiV<r=4=0^y^f
z&w`X%*|*<K^$1)A+LapbJGvd32){*k9N*QeX#>*QJTsJ>BMsC07V)&+v@MRi+<#K&
z3jJlfzQGeu|D8v=NrFLw*KhZLT78ABcl+Ko?5WlGug$0`qs9nr{(`Si**e|;LlRrY
zb-IeYILZd@tU5sO(W3T)EgOhLneuko)wVwrB<N0Q*<Jj1-{XDz=2g<rLn@mDzq|If
zc|~Zm7UnH=3q5_D$-wu9)p|9$b^a8^Rx-p|;fCEDNyR>}Mf_l*QLzU`NjMgcg?R<y
zA2oRY@Sj2N6NR!gL6U;jjY7}qcFVlG<XkL7IE?R6>Qx%KD`Om$5n4*03*N0<c#)1r
z+YR2Y|Ay+}8lOm&CNTdD`r6oRdvo;1YjG19QdNnxPfu*4h#J5d<j|j(GNT5i>El&x
zYxf@)g~=~bF0`d(XP8-Fe}36NK>5nzd~-xSkEMS9!>c$=PVp&LA@O#b!bB+c5yb}k
z%k97kX<<|8#Kh1$?ztj7x`e1ikPN3gWFI{E%N>7l__vs~gpK+vPH4}R!gbQayka3V
zZ3F9(689n*i>sbz{8i;NIr=&5#r#bhwPS=Kn!?oZJr?=6sKEH7fwFjVPofH&5;K|^
zyLIx=`uU8Tzfv97D}qcpmf#n277-Pkov=8Iwqf1tog6_|QY;bDLSlGVHZKivAGre1
zUb55D7cWP$=Hs*_V(AgL%oF{eq=*fcEzJ115cdH)iB&Y@z!HN9l;z@P+t5abJ)^%F
zRFx7pudPgvaV+BQl)*)R=)L8fBP@>Ix>Ei5!`Lw6yif6z)r~}}(xGqn^>$}H(U;#l
zCqyWIuQO8~{hH%?#i6$&IuR=ZyD`oDF(#DPd54ptsqMb<!{vu->-{J7oZ&et;&o~$
z$?tCI&rh16rJPd}ymxrzCJ!r%;ZFOB!)K*UdoR*?*(bI*f7m1*RrV7VA0}rA1ua-?
zt$EN2{;Y_~{~`Yx|J>kO-nt_yU^_25w7<0GP9*UhL_pK}p*v%{XQy_OG@JndiZtqC
zBhqVyN0m*y3kY>@{TMs*n|_LLfg&-aOG~Qe;%=aY=0Ny$I42UGDTno%?<<=w@nrmW
zXz(TXrSN;);De)(Rc|(FjwlQNW?Uw27(N3li#)%5F?7Qd+`i92UzKovB8B;|d!G7r
zK1)XW(6tNtjepwh`++B(<eu((k21Qwp`>Z`iuQQc{prW;K~pJNg0-)PnHu|y4Q@X2
zDc{iN+KEiBeCJMFYi#-=oc(s|!!bI@%HF@xw>hQE;%EMG<&zQ|Cvmw$mF?k9$$rXE
zPVWChDMD$aq)g;=^c<-+*2mS-ALDfCJ~5YD-Txh2Kw%Rv+t=YF3hx7ZMfLjkzqisO
z<-2?4gl&;E-q{=N5@O>qJAAZ341uree#1NGtl?kJoC>a_Ik8Z`ukE?>P>+CweELP5
zZI)-$Kmr2Ozm>KaEE*fqf{{NXM^p&u#-o~c4>+e)tzhIGTluwYF*LMcd|@b{Im4;a
zHPRjL?Z*mlwt3}9i;`gn6;S+BQPq${zRA5s<b9B};H?Lx&s~*~bce)?@2h_dF^rHa
zgxl7V{4n7i?bwOe&quj>{PFU=vWGprV`9Giiv1dF*guyhLoFz9;_>zC9b1&J6hwaY
z9r^AZEd*uvMV81ZTqTUY`!lrN1!uA25RHmhuIFS!o?KNU`utUcr9-?6ZkVzB=rptE
zB2!{Z7P9X`LQ}kIbZss<p9Je(?m%0fKprX$wuXjv*cn3iRj3{GFd337#(ziBb}CqA
zMF~H$Gktm(iHY1rLO19x;jm~#o4#`N<oF;olFl=Ixl#UG^z&1%M!Vs1cRWbCur<ZT
z+9O2%+eZ?C(~i&>F`&!s>rWuyE^*Vb@TW~iXdF-benpo0fnY5=mQz7{lrgLOA+p@L
zd=4xZ@?*Rc3>Zl<>^kLwX8OFdqFXHG%vV^<(Gi&t!8TFhET6QZ+{x~s5A1%`pD~jT
z0YBD?{cWuh8T6KTg1?ITn0_>D=L~DT(8#leM2~%Z59J%PbnnhRkQuBwPgOSWrmJ7}
z8?Xm9#;Dld*$8oVM7;gEr_W=HbG4<s-g`^qyDW;u{60LY_^a=YC{dav7Flk$;1L@y
zgbc$HE7tw(@bzYtLh|i-{C82fbdGC#`;4xf@WPXAVkjJb&8U3WygD&d6qCsJ3qylo
z`F$NS>0@@rI6m}o30j&IRXZtDniZ=ci>v6Mzw2WX60Q99wkq2p*#}OPqFaIz%AkMX
zQIUE_thN=W(6V2@>n*%f-MV~7eX-q)V^zA-vE$};-rOCp`!O$oFrKGn;sdjw2ZV>g
zJ65YvVL!6TFrECJJ*47K`VaM(iwSgsz)Ix@FN?PPmOcC$vx=U`m-1hBE#`lV|C)%z
z%Sr!(j9zxRe1&#K@F+B_BVBv+VI^_h5M7)Zv><!>KQZGfPAWa(jK6$k!`{9ZLD$3L
z4$Hop%a)*EnkI4}$5G@Y%4zC@);OzI4{_h7aY&mw$X8D<JjVJZ%K!5IB>5B%<(DnJ
z4|*;UnWwu`9BnzxFY$Dq{9+?djgy)pZcZ6YlR)0kCAA~-*5V{YMcq7S*2BB^K-prT
z7Q^7nlJ<iCUFAO<Hkpt9c`jVCsv`|?=w`u_I7<VMmLpkkRqFTBbN+G(LotvRfKF$<
zYyckJY|%(LM{<04pS8@oI%O9NQgTa2w8*R+bV1HfM;24AzAj*w`Vb)J_q@43=a{Li
z99-DfYvb|xW&GDRhlv=|DDMd3jGB#LdP05vt?{}j;c=}p|Cx^>;LYd+m#tRPHEDG+
zFJ3LGqMD|eyIFh!?UA|MpIEOhJw<2@VYn4XRH!mesmmAJcN&O7D1fqEBb>tGN{*5K
zj_;)5F#kJh7NX9FL)Nk@`wBk?N=%+U&#K7-w};z*!5310XuFKfg6Z9ji%om0{<}_{
z`aE2M6i^}0&Prj+aCs|QvaPdWdz!Y}AN8;WusCw{dMUTawTC6_NUMH4MJfLKVSjPg
zL;#qQU(179vKJI89Ai!PMga>+zQMy6GJg5(q)-7^`Yy@Y`sk;<2+zrg0`9kI(Ip8&
zp^;}k@w5H|f`g`D6^-_ur{6Jjal`W_{SP6$-yOMcar)*3$2-=NnKM2E@FVz^w0$VT
z!J+_SE=#SUWtUHZUoifGM*~sCK2WX&%`pZzum&8(&z5DD5`G4XU~7D05Dwv08Lxw9
z_l;SNcY6F;Z}~j*Jg?`M7%TOQIq#CG3qj)8rfJ=%sSdefkTC!m@y%DO_-D3--+Sir
z^KlqblswNLN7Rz&l2<IPRc4ZRM+>I5&<#{DESe9z=F8}1iVT#Sn_*2`fYB3wFUr?$
zQ2`*5oKkE2zqgX>iSGh<8a0*p71A@>1?6MQnQ?yDmF|S_Z9D;gq+UYRY%FNdgK5MQ
zB{awGeovI!si7NWWf&JV0KNU*2+#stE}7~EUNA=E!;@XaOHGp8%v6>@Ye)ad&U3du
zj!uUMRDjk>&F)0?^o)NEa`}S9kwceUA}So>`*l|Q3^2TFZW-9fD&AG250E!j=Eq<P
zayhDHN_Kx;&WVEnui3@<OxzeHQi_Z18bmYH_UJ~9_gkOCl1J-ta|{Zur==UwU^^`?
zpO@@@xADjKMs>RiIpUs7h{xsSKR2bSX@6eJHQD#t$1txz#%798Z50hnZM`ENL@C>x
zXC*}c8mwjsJ0PWwN1gX_;Ks&T+45F)KA`nEAyADqN^e*{XhmCkZgNxn1^1gS`!}~Y
z3KEAL7tR(84i8Qh^m^WD*wJ#U<f&3;D~q6xhwO+-0!V5PxVgSajj+AxeA|@5P`_GN
zg<QETuUZ4$XV#NcB;yUH6AiuSzXlg+N?A70&H>3EY4T_h`m)tHd2mL2%^e+-jbYSZ
zB22WLvK+sZLP23k<|kDCoqqowH+&9Rzg$~<dirgY59YhI%(kErF<?bbW_>M;qb5(g
zjjN8~PuUzOAEP)mxyuF^|McMz3xe?6$~4xjoV}J00|~0K-qkC5t*;Q5X-HMzu~w8k
zu~Kke^@LPrxr}{O4D*ey@zkGPE-SOq9>T)REWX%su~*ZuIZC4Ojzv<irA^mHQo0Mw
z5$<dbfEE)MH6h}06u(zm8aQpfOVs#_@!SyG_*XMeQPR4x|H5qeX&u)y(>vs5vv3?d
z&-|a3aMbtaw;D;9xJ~nd9!zr-y=I?ap|&`Z0lH{QPyI3bnVDD;#MdOgCF4bbAAqB#
zh!(+Sp||J@Ydorpz>^F;@;=j(BhjTJCbjY)1i}=&zl=pW#1ZXD=)-xzK{XA+K<CMc
z6ZJWa4Y`1V#1||%EbYO8C<X)r`!<k^6hz{5z1wE5W$xWRGfXGSmmzk-u82NL6kS#d
zS{@Cy4|b_j9g%&r|CB0G0Ckl}x6UgF#fil3sUp1*vP6T+sVP$e5X!|IOitibp=_8+
z3$xPitDGj$eYfNexS`sPqwPL|><M^k<F0lr)W}QO2E=MY<ZlfMK7XVxLR>xk6E5+z
zl{<7bt4M^vJM%3e)Td;!z{#&j*w`aRQ}m1c;nQ9H=4+?FLr**f>07&5m2Z;i6cd*8
z=78Dn%b3H-=o2=3W7q2A?Rng|zwTZ&<ONwF`U`Vds`*v)KN#PQNU~EJfW}2eMOpd;
zbT(^ZeDB^VbCztg6WV>_Ot*D>*=_3hJs2G@;~f*c&gc7CP2+r;;-BnQzCm9zI(YI7
zsnaSkxi}NN{)XovFTmU@=XD6jSH~{?j4bI)!4TnFmyqR$OB$@(g;T$~n>zp%ce?nY
z5oPgFi)U%ET6{u&mpt{W8ipF`gw7g-rjd7cAp;;6G*VCV#u6+FT~b<*BDrroCqc;i
znAEHA?jaM|>9cA(^hbRoW4NVm9A<dQ1f`PoIzJnxan&|)9=KA5kUkwOddgx^M1Kgx
zR0!hWBl?t6v|W^7tRx4NRL6!kr6Wh^f`lUYe^>B9y>brgW}qcde*INc`U+AUMblIt
z#EyO>l4eDL8O#Kx;_+B4_-EAQg&-e=48?}Hb9rL)8FTps-<yPG*;Ug<x!AoLV>5&h
zTSg$A*g7812hd;$+bvKFd!{4O5uFqcZ^9Ss1dlLHmQnAiHFDrqVb)W<Owe&L6ZgSw
zvmVi^6nYRX?Y;q$1Klz?DGXSmv*;{=CXJF59$7e}SP-xk<>U19@7#Y6xvx$$m-hGq
zNc6rGYtIgY6peFV<<C;#02)$os7d8)BKv&y7$?tUiw=`!&%?wQ-0uXOp6gsY*Nq%D
z6fzyTPkd--uJX9MOZvQv6{yPb6+=c9!e0`>YUYtqL@5RG)$}1AR4fEX)#gWoq8%EE
zwt>D;S2eLMsk{xU${1p($SDzSGSoJ0?m>;oyWF63BAOmx_FF3}p=P$@hB-{d5;0MA
zeR)8IsmC?JuRZhpGCEStm7&WSksZXViHHsGEdDOrwgC09U@GkI&uZs?1cEPkuQi0t
zPcVXeh{@!7lE86{->`Q1psG-h>bUA8>lBS$m_c9~X(|GfLe@u(sO}sEvm@cDC_&o^
zkyQ9TEn=0x-I}|@*)CVixI#(~kA6=Q>NdxrWX~_2?y4MbEVdl91nf9INoEX1>1NC8
zY6R6z((n<)Y=lwu5;c2xN-smB6!q8o7J*@acvCQ#Jb5ed84t;MCUfs4U6C0(6F#{H
zR}3N?&P}>{Pz@Y6rY4F(aG(`aI60CyRw*yxU4sz>f%m!5;SMSzE0*e;b^$Og)seED
zS-jR=u0_?Ipo`CH%4Ffde8a%Kt;om#w~$Z@bqWJFwpiKICdpP#zEKw@c-QMxmSN*b
zOFyb)pN41ltSnJnI+Y(J++DiN>*$w%M2Xz?3o8((4wf<7o%Y<qvBj4Pr$>d&ewmiC
zuYA4!A#J9|+Slu4i(S6N1*u>F;#j1_D(wUzGoTfdJ%Lav@&T;0rylNC5{h!GF}~{s
zx5`#gWXcQCQ<hm7z*^I$bsXXx&QYXNBo)JVGjY+#nEr+xLm^xX_^G^2skcptdid>c
z&Omhp&aGlyoA_kq&`8u_2b&%s@Z8RrSvIK8N^-J>th@Edyj_&$0yw;?@)m9V3YSOu
z8<)(@j}fJXV*W58X=+|JycNmv7aK_c0eb1f?a5h7?g%w=32kMvK(C@@(x8rjd#^qm
z1Q749nzGC{xCNexD!F@pdRGb5l71JJx2xo)zp1odzJrpiIHg#Ek#6V8vi=J}h=jrh
z<iQi)cA%)si5T?@oOHO-(^n&_joKjlhyKA?>Pz;gQI7fmlATcbfFiyRr0PDp!y}Rd
zeP(l&j95?-x@5&jod)ilzeHhI0s<dQnv4oiWpKkOy}YgcU6ji?Xe`xZ%CX0>KQ3wK
zi~s9N)1rq5<0Mz&?C>v+LOzIhVU|kq6AUmL8WOW@=^RVHE#(7XP8gA?{XAY)4otwR
zdAUdBFmU|K6Kn-^|Km=2h#X`R5y^%_jq~KKN?h-`53<xLc4d5saV+X(10@7~XjF)K
zCrC*|F%&W*%XJStbMU+Sg0A1Anio3c<{pxG{Mvz1WQ@=z@8|#cLyo$<rYq^#T)!wb
zE#pAzy*0~3#~{;z&}c_GjRN8O2d<(i<*s5b32C{`k^7?CgYP6YXq`;{tnPh@l3BV=
z5z2!GN8`gUipxhz#Cc>s)ZpD<<#~&RX22Ui=EKvrl!$?}o9MbX7Ptneb;wu43?qet
zgQgo%isXMgE`5cfkz|6$SMbSlSMd@o$%jdyO6Zz0k-I>ohXe>qo&%baBQix66MZiN
ziS-_rLmEY#X$RWFGM9iLivRK;B`V(;>1aq!rekyqbx`%5*Xy3uile*G7nzt}F8H9t
zy9g<3O@~{V=>#9rN=Cl@(crtwZ)q3C;KWvxa%+^J=9TtHw-#x(&mC3vSo3t0%iYu8
z^J-D<R8G+^YMrH{LWx(p4yX}kh>SuSnW34N;%>5@-@*}tl<8=g7bh&GiQxPUvo!xa
z=<SB&D41OEB3;B8T(|>n$?`-P_tG&SeLJ(2f{x{@M+C}da?nmQ0XeMX10CJ~-4jh?
zWn189UI_3YHobW>h_@B^EqCOvbHd&*_wixz$dm}-q)vX5hw#t*l$8{r(w@QIGBdER
ztIOYp084c=RbvVQ2AXIU0oLT25`4MXu55RD^skwFh0eh)W3Y2984Ei-`?~e}`v-$J
zFiCFL*P9w2z`Iy%@VD?64WYK+)qGNJ1=KsbH@uuonuDvYSh_{^Ju@<kR{D8Ofl1St
z;Ul=<W=gRuL{jOB%trB-0dm2_Wk>2N-OZslCY-o&?%=B-g8wD?@Tx}AJCtT#6Kd~&
z`q3ihT*yI2$Z6UWINC%!Ihei%uyBJihnn+vf7?9sZjIb*NMA?c!U=Ky>UPX3Lp6wt
zNzCepI}Z*mdj5imaRkg)gaHgCcanz!cGoEAh{(3UTLSS03K@HtV6r>XFVj-J8yLAC
zrqz7uKF8UR@^0hBpU?h2{)I2eZ8WxuE>;RwW?=VtJ?3ll=suC<Ay*E$&<y^lV$IPp
z<-0T*U0T4fP_~X)UAIP12FzM$IgGblI(^wS5-8PTuxV5QCZ&2$TnoJwQf8<kIC8HS
ze=Z`O5sg2VAKsr&wNu@MB;JL-tq&T!EVVr`6~_)i>Fp_L2zcTuMFCsTC2OaS;(cE7
zLQK`n9`3VzJ4Ff&I|oyzs-#E;j3`2V`6I0&LP<W|Op)zAR+D8NyHR=K(Gi9DBJ)io
zV{H+%Zjb+Q{yLB1otfuv*cpLBtkuZA64xxcJ)&U!^Ld2IvOf1o4=3H5V`GhqFpftv
z9%E^4dCr{5N3($biInhIQD#CXkFqeR=1yytvc9a0xcr$*l+w~@1u6ew<x5L7MYQCc
zNRIIKhTreV9J9uYB6}~tHkL&;;PmQ>OXV!r&PN_b^V41Y_?{p_q2g{XgtZt%@oN(Q
zN{Oq>)-}nWyGD2;po*JL9^Ux8aFsdE5?wGyQ%PH0=>rU6R^&?ue18y>m}FL3AFc8Y
z<zI~aP|gYzb^b;1vlXM9?OCLV=l!6R)3L!4R_B3a<B1T*tFujlQ=Hw?e>!Wl*uagL
z!RwwW!p?0;YkGknG?>%wtI|fo73}7}MBi*UB^zm$RI!I@ch(PtE_Xy{_8bySkUvMJ
zQ^fV^FouSZhtZ;aKnklmGXl!>c-JhLDlPVh*)q@hAsf0xlNz#@0)z8z6!2b^`a^u1
zr&-?+$XTX*O<15tm*$IomgTjUOr;Pm28gJZDFp%BCS(6&2|82MVW<DG(T&y^B~GYs
zitZ6#lS~(32)>Og!KAE^fI1vEeIR;bx{5fA9!aiyO@jTmQoaJ1LH6;5QIgub2BQeB
zrMgA^LAFS)f_Pk29<3?4A`zyvGj&r}{YgilhmqzYUN2CWi15qh4Xr2<g@v`^F9F$J
zSG+mWc`G74|B{PLVh`ed8mU6_$eO@CF2^3@p}xDZvJi%B*4{mWBw|xOX`hQ}ogo4F
ztNgbGHmuluA3DXqUVcTZ-zbj}wjt6uHAOKnDfS;M+FUmw@(H?5a!yJp7a%Bzj?-3m
z)&ByIL$bE%r?{GM$G>huJ=JAdV@uxBjsVJk`5og!EB^itsQRS0iGL@XWjY)&j}}s8
zbFMhlfgW*~AV13|V`HIiiJNQ@ZzH@IF_Qx$uC)TxmUnfBSQ`oi(f&|6B4K{xH5st7
z9%EsGeWog^L?ndQidRSwamc7bZQ+PVjasB5H-kC~a|zDCsVMzbzNgnA>N#d1&rZYM
zktSM2A2`Jycui3!NA0k)w&OVm4J6D)P(GgsDbcQGiRa$e`xNmJw{jQgO_JUn$l8XC
zF-jNL6ajD`B=CWvLB+Fv&D%t3@+ZlV!OfUuuYY34@UR$WeH;)Ue_S->eoYK)`(P;#
z?93im|Fm3e?`f5I*+d(;zG*NJY^ComU;<bAcFkDY?aI9=l;+`Ni9sH_)){0|8Q!P~
zqCK8V-5xBU?F!lbTD<Ncaz#^;fhp6~%7Y$~D>RM=J#3>Ft}~uLiayJAicmo3fU(AI
zx>U5m%45X9xX%sAoYSX=M!cPi9nc?9o`NuYIk1mXDbvVlQB?)VwnV@hkO&2#GJqsN
z;0Tiw6kJSsviWh3tR}@dS^=VxSzb;{%271~r<xr~h@0cv^(a5HKo$pb*PO6l_^zWc
z-BY#}sqMl0h0W+$Z!)?eYHqruu~4KykPi!43S`9g%2;%Q8TO{$(kSFw>`154d}JSm
zHJ_NyiV1{AM^@O5+T$2z1bM*ZXoj`&skF5bRy}kCj`PtM2mew@cQ$|g<Imr}Nxwm~
z=8Jp#_mj#X4Ap_E@@*e^16|u?J5Jj<5H7`+3OEhhq!qhb4CSO&6>}SS){1WmVU1&<
zZ9GYwc|F$#o-M#h4--|G00qcxaxQ9Mu?xfZF}~#BP-}wyIaMd!NnE&`+zRy#;R98v
zbYb^!H284MV!A9LF$TF~_FLS=W$JG+)(Lzfxr$vEf&P`gi@P0f+54sB*9p`YATP>f
zKIA@@R+Wli<9X6+Kr}o}FV$(!$mgWWl;I6iB16@17u7OG19{U>j(~Ql9l9lpUEoNs
zz4|zeHx?a|v&R58#yl`a&WfuVZjI*mPy57*xaKtHde}+mIszGVLj_(6)~rXp4hY99
zG{MJZpl2Fw(&Gq(JC<!Sf4VW*^v1NF##b0-TwB|o-3$<zXC~dV8+1!p)5{~tn&l3*
zw@wF>FDf9l4)tn9Nh>!qNJbi-an?i{&WNnZg!b9?4LsA%1S#=Hw(4H&C{LO6Pc;LK
zFveWe%;xX;vH|1OJ=sbyv*h)F`CVJ;)+Hw6O0bSXA<u!}A&($`aW3wcpfYC+(hjLF
z`ShlQv`G@xCR#i-dT;ipC)y!zk%_YIhI6q33DoAQj;iUmJ`7qEk8)snYw|1j7SJ{u
z5TZQ|YvOtuZ)v<`o(z+B(YM(RtZW>4lh~KM(<q^(a8!9AO6z+GOe(MA`Gh7_!UN?B
z17TU32%560D=2H*=h{_{nXRIis*RF@EQn~Sbf>ze!we6*Vxo>u-|2IX_6V3Z6NkjH
z?0UHqke^2oc2z;#zSz^hfd}ktxtchx&*L2Yp~XLo@hZTVgh-e9MZVopFQk(+h*X4f
zF|3}TS!dcJ4{ZQ{khgtZ^R=r>L9<b5u-L7Zjq05&NRh`TN-J!RM!aIj7xWkU1?h^I
z8q~)&<~q6g6%r|iy~;z#X8Xjl7Gr9hLx7wx0*U{mM6D13129`8QsBKEO@^NYfqd^m
zhLHQF3`U|?qT~NqK}Q@|=W(}CEt7cPID=~Fq--(NJMoR;Qz~v)Grw}C`QN#8@*Upz
zxh;L{cf+iCe)<qDiK!qoaWe$uS$At}s!RFzoTEmV&-ny`?)oQ02{hZZ?V<cQ9x2c6
zMNBsH;Y%$(KKT1`f1DeK-<KXxo^@W7mvMKY`ji1lVnU{UyCkA!-sr){7Mpu;HSpSi
z|M}|na3T7uKbgCF*U$dB1aHj~+l=C$G7OuqSMX}<hce#nmb32<Xm25~h{iV9_gsOM
zCkqd}IQb$eP{w3PX_|djGhm^=EhQLpZFkvB@I$uKo)()rEn%50mp#5`dKOt$___hu
z-p-i~X7=ZyIupvD%#|t$tSqk-!&2-ZnaT1NDOK%O8w`^K|1kszrB3vsvf5mTu^j)&
zM)8^`lV0Gl7Kq)o4*ZR%V91kez$xWy0WQV6L6JA>@>zP1`zqm7LXNW~`mCD->$|H@
zF_Hg5NT5JCApa6yNGlJ6YP;6sJC}WDOL6=6*YEHsH)LUzSY)bl^Q)`7v3vHf;@F|y
z71Epmc7qY`S8p=6L<x<Jl3oTTptLjlEs~d_gcKCH|D*CtZ~4mp3hjd}--CG8L@-~M
z*cqaG?}704JZjjgL+=)?Fm`w*@|m7S&evxvn4tV_AfrMszJg#Wn54ggObCDUYtDzn
ztZioh9WSgnjAiZXE62~m%{J<2XSMSu#(?395?Z<9E;512@?NEq!EAy-QJ>>+UvM`}
zCuRkGp{kjAYw4MN^pEfd?Ln*o_WG6_g^$#B0ZG&Nw5FX)xMZa+@(hk-L4rvIHmFmX
z`iqz!FS(UIA}MEYPxWKd@{<S8Q!9#0wi^kaAH3$(csu)%K;JG#wRk3{^|x>cM|air
z674#Nqe+g0Pq7v&6FI8f4vrJok*6=-5$fKt0I7Z%f1&}Q0&zYiXy+?Un6b-dhbJow
zHGA>-EQMy*L%ub7j<#Ud*I%b24FW$9yZ#G_P=Dksz<*H}G{(o(C(0>V&6aA5Sgx)m
z3f8s(l|~y2Gt5=9wHJSwF1-aYE6@HUZ7uk~y{oBJK(bWyO7Rf7wtYpARAhL5ahGN5
z&4`!;Q*??G`uyI~{24Tj($NB$I?#S8U3^7DJQ#fVxp61K4d9*BI=No!YdST@@ndDN
zW2{9AY9E)Tephu~n){+#|2p>kx?XZXL|*{>+Qjh(lg22y;79(I?&qQMb{QS|4NLHc
z<uK<N(SJLm4d;OK#3iw1i_sdeh|k!hsEvAz?Iy-l_6IR=X@w_?*so=*5A!kQA2idK
z{T_$%C{DdELD)6T#!z{csKgdGW*>*QN<c8-eSsZ$`)aTBdz`3IduN6)h)E^^Qps(`
z<@PG(8`j$$;PO--|NHLSzkOGGmGcO?e~hT33dTIOs|0z1#aZd^o<F-jsMS_BkqK#$
zus-R2m``fyZ;&<je`2Sd;Tw;IG{VB2Z|s$#pX3I~_e8{XTjOC57nFqV{-Lr9z+|7Z
z-}{!Zb<0yEAGP<!>*#Vf?Y=%9;S>4>Zg%}w7rKD&-Wc%v>4Tr5&ikl$*C*RAgTvlq
z&nZHmK5k5F<9g-Sn_3-+{(do>{q8HmpJVug&G7HrapFv>x`VRkg|Gq-*W}=6&@xGm
zUG6)oi;+a;-mlo1(;FOZ76+=jq747MDgYbHiRFi7+q7fP$0RmxB`eX7g+q#!7mv<r
zz1<s0m~?mg5{LladAEOEYVY^Dea<@5qO^saeeb)>x-{3=O&R2FUY7PfTee~W?oSJA
zBJ{aAU+=fFmEwO;E*)-at}%)V@wYzkI>(7@*!<Gm{4UxyU!nccGpF;{?PyZr*;>(X
z*R!C4-E?`B2$kMQrPCR~%bH_tgSqpsSDf7Ip>ehwn>%+$wNV~@_!KZ?3jR^+C)wBn
zlE4P2HttNS@9cbr{I9sN&42dcZ;=sRALIw4cWyM0o&ZE7R4fuMv;X?=Uw^`Xt%U!d
zUEuHrpwgiM_}_6c{{y@H4*`=$h=*73e}XZ2{&!$Z-q)8})SUlUU`!sK{|UzA=HmN*
z1Y-*Pk8hH;^>Ej)a+7g(ba8gFa`K=Sd<A0KI=m7#|Ic8|)9g21dV?9mwFMUXIv$SE
zcgG+98+&g76j!q~iVg%4EV#RCaCd^cyG;o0?iPZR;O@bl!CeyE9R??OaCf`&+4;`7
z|EX8+fA`g^`|6%uQ&iX9P0Q+D-mBM)wehUASn~l^;uZZ|{fXC6S#IUkq9)Ay{5;h}
za#Hek1ZZ+NgrJxh)VLU8X=yUS08I2{U<wP8^N@RoUx%+EaaQQfNb336$V)o=MZ+B=
zDcd*!lvecj<CRu}(d_;VZs^XZotzo5fCs7XVkHl|1Dg|KC81C^(Vs$9Z^mQ$b3#>7
zULBJ_p%ffvQ$&lQ6cE2&7KSF4T@jXgcAB55u{Y5lRKQRJK9KomcLp1zu8EZ}6j3=8
zIx!Gb-Z>qdc-f=AG$b9vw=sbeE|vGwO5mU<4%}z5glON3Vs0!knvxZBFKT$uMqVQY
zl|NCXYV=>N6^mYm2|4P?w$*c(P#kJtZo!Qxlv%8CD+beE3TxV+)aWK--pr{c%Zszv
z04DR0P}{BaWyLODqPyeGZPAhV^i|w++-4_9NX~Q2u>>pE`Yvm{v`%pls38qv=Hb@!
zap4>ZoyB_`iH&dW5=5-i`D#7=1b#`o>3xjY&*89wLu^^kT`cq`PO=F46^Ws$cYU-}
zS9|>RN5$?F>|Ww~ZmewtfdolUXlPsF$tNIn0Up^<a~AA%f5v`1a(Ok-j{a>OT4Tb6
z@_th4X?*mJ-!d7Q*YQM;8%aIUX?9xng_!0n>l?RH9G@h0@XUt!O6Blz&Wx+t#-|+4
zJI<r~x*z8^6kI?quP-8pvA&zAn<V}sR$g5+XXRzc`_A6jC<S)eWUu^N({-P>FDRkp
zV3cVOwsY@6#%g@X%ap_@FBaVybqHd6De|Yv_|DVUmFE?^t^TX0qv!>pM9ORNq75kr
zX;|IFvK5kjnR|GUd-?blO%Ia-Iu8?2HNp@2?N^r2d7;$byKWXoQr(OXv|X1~97c!<
zxe&{W3FRAAoUWd*!Qk^UF^*S07d_QbV`Wc-U2<d3T>;g!rzZ$C%}V#v`}>mJ(i7;%
z?dpVV3{(aPu9Wf5$=(8k4-l;uY$0hBz{@tL-`3RxYSgfHOZ>~>z*5;%?cf_v)p@E#
z)A+}c&l&qHj~t(+_8?iMUw-~%=H%q`nQr{>16mE6sp;qEt}fAvm7SfPVW!p*j!t<<
zr6SFtwf>}}BnD8Ms-^{{X1VsdeWqZ?0`;kbd}pN2_EjOdFZy<D=i0c}+LP^Mig0Ds
zaR*+iwCOAfTvrg-e_*`ChPK>NKT(UF)ln;Z7WSo`7LudUY*mP}{b8$)SZ$glJ-(iY
zLgY#Gl(wR{nCE)l*njun1d_m;%Z*o^?q=CJ+VTNx;GS6>4#|?9<*^Z7cxOruV8^~>
zfKABq+ApaQrTD=-3_{pMJlGPwABuaVlQE@Nr1Z7v<jQ=ue8sJCxNx9_ah>YFV2HRi
z^D50EVRNawwq_pQ9e0A-FlNM}XKi<Tp4;e(%OgScLJURFBm<UlJHvSlidfSICf-m}
z)9rFn%6c@sKbArY-#SVqL5PDvPM)ubMv+0wKQ-4##G9~M$mF5BCwIkNe#vb<U^HYd
zrn_IUo10>XQ!z9?A?BOQU>sE;=_LB#P7sy<#aCiMU2AE92K%*+{QMqmy?41TQm&h^
zZ-i<rlIOoI8gFjI4i+m%`rdF;b(Wr;@h&*MZM0YSMl3bjoGrMkRb@DJh7U=P`Bqm_
zvUgZJ&J`Syc6-{5^1v^vc<z3*s9`HH<-X#YY<Z?Fz9&_N0Q36xXHAVDudq~L(7iPA
z;kClUu>ji2k5FMOi@p~t2HVFJ#;RQ;1##Uk!x}6D>N;=XWlK&g8du{^tH`7Hk9oMN
ztqy)nFDxvC61k;VeqlEoVW|+_QH}_hCXuWQKL$NmF`Q>(+^1_F$iS`e+NN9f6H!A~
z-0dZn)`-k4hm5QeFg=o&EcK{2iPA8v)oeXq9dM}E(NTG8?r4Hm3=g;x3iI<*L?z@1
zx$QE#tDRCRl(L0%F*eS&;+0lw`<J(Ac9e&zCCH7I3#UNnvfFvFB7`u~X|JA^?Ll^J
z-d^d_bK0IoM&b5MOV48wM_SSRCR#qXQjRGY4lz=t%+dB9O;x1)8Bz~6Il6L|+offd
zY_MO`Ji6a<&tGhUmwX?tU5}S_Du7c;LU;KZ8mytJK?2Y$N5ZSx9p=nmQqY9iVAoL=
zeIm47*XW7#_NvdQXx_5u6re4>*e-HCY6>kWzteJE$ff(ya=&roscCzcPAr<>_k6dD
zPN@k4-2M6$$v?GjsMGJst1LvbQr}X8zCjtmgU>(qUCimpn$2*T&4+b1*w^7l4|YB3
zC>t$jdKE49X=CV%zD_OGy6*tlz=SUp`@bTo=HKA6ThQ5rGn3T9zJba|Eqn``ge#f=
zK~G(oAoX|ckSz28)mHCj%e0v5&1Bs7XW%E>Sv#e}8579qlgWoz&#1C1IklFpEj+!O
zNmldNRfm+G)Nx$NPefaTY}V7a*aCbi;E&Mi-*tsHeQt5M1qGoNeE7NQeUhkLO@2sb
z0?TOZWo*2OXP#lS7}5TktU)<~Sn6khJ?(i0LqBm1*~~X`Vt$_%OR$|(uH|*467xW8
zC$vh&$wOXkt;IpnvK66<Lb@`>!Yicbg0PA($0*T6blrrpY~eLbF5QoSq4&oAI86G*
z8Vtk>>XbAz1Q){z^P+pTh)Y3=?<_3FGsBqPJk_YV&4oxWX)wE%pu74%vze|$EtW^T
z9??DQz5S3*#712%(%w`FzpCn<N}^@!;c!b|M{8?g!Si%Et?(m{TIl(96M3O_@cL&U
zN~x>teFQ^g6<u%HyeOR%8B|W^_^{h~^UJ2W%v*2Y>~ixWO^XI{0Y5aYuN4Ci4DQmQ
znBj(rBApI{#amLlCW0&!wHG)tCfFX5%|P(4R?CM4R$l_$gsC0~wIqi!mdJ4Ef}fq8
zEqvsWFE1^vVI#&B@Tl^oVhx%q-0_`COHiP5BF18zm;#9xJ|H0lUt&47H&8n>Eg8=8
zFt>L}%G0M$3=Lfp^c983ij<Ci7*J`koTg@QDBZ)LQJmp9J8<j@g154bvjbNeyni3y
ztHBziDwK!*%2}0xLq3a_@_j9{scG#^$J+GF=VIA8_<(rK+wn4+!#mrMhW8q^3lnhC
z)n1~~8q*e@AM3NxvhBs9R83Omdu8Ue(N<bqF9y>ULelL!7V35&V$D(lI_M)@0WBY_
zfOf~cZK*PpN=jb|-GoRlB;4Cop}2B}Tsl%2N_ogIwE!E9qvGO=2z@JgQOoL&*WDou
zG$7F^ReT~glQ6oVnVxPGVF4PNe)!NnfxEjqDMH5}-Sqs<=X+~oKSrt$<%mL=Z_qka
zn$GmPsI__U8fx<-Nk<F(Ti{%VKAUx(yes^0&D~c*zPXs#!)N>lRZVIPXEL=XPixr-
z-`!G#j`5c^SP5x+Pj8F!qT&Xs$-QolZHMB<dm!3l%ADupS${3?N=E?F4`cNwg=AK}
znHaBk6-_vnXd@Fgiqh|}fVPaPFd-z`pQK@Gz!I{;AC43s)Z#`^0#>dzoooHa%HY+n
z_MLSP*@9jb)VcQ)xu-zODD=dvN?zOba_~pUF}JH%NKGNzRzlzfVzQi$l-+I;L7vO<
z=q{oC>}O}hM6Vuu>$~&5>^3N~wcvr>eqks|iFQ`#NmpZkb3qKF`i`0P-IzRTScR=k
zNx8iplCwi6OAe+tB|I^~$E*EWO^Z5NC3*R}QirpRUd@7;OI%U9MM5l=xIU)iIl53A
zfCm+hq>U)0O_jKy#3aL$r3u>(xzN#>xEPLa?8wGfeMAnYD6#11VS0pV{*Hx^2l_7;
zXHT0t<Gj=BDsk9cMs&_N)CqH7aJJJBou)(F9v2rGeWm*S6&RS@s{t*DX;x{a$iNq(
ze4p)HOU0%EZBtADxWeMFa+!38PRTCUjs{Ftj=AMnG=(kR7|8NQ`3)qC<jn<L!wCm-
zM!jCMQazmR4pPPUg^)-M%+x8GOczxHgG|BDeLaAgsom50FmoBN?Jr!>l1uVQWuuFM
zA-Xmm)+EjP3nHONEgX$>{Hh<uSQ?qhwrsWj-&07IMAM;Ao;7Zjt&FSk$=!w$=*GOO
zZ5G(-%Vqm}dwI)gLX@rQlNP`4WInBq`h4S5DOEu82L`zHAc}#p&cv#4#`!YPvKP8S
zRWoRr+fGHXqzf+@8<#iYWm2JLOD(B5dP-!?YH1*=InFdgl}os8+i{hV<u=EG2EP0}
zjvTUmh7(kHhxSZ?U<{NMh=}n}Ul@<Q=JKH}$a#KxNdGLWAg&kmsJ1zDS>4buHzbDl
z#dn&#FdTxdihTHHB70r7iK1E2B72W$=^Ef$;Yit4{kDhkAzvk3M}HE>M;}j_)td5B
zWu2Auv9R%;s@xgL$4cmWV5gtZ9cA}SiQ24c-0NK(9UVn0R8PntB`?s&=;l2p&@QiV
zhiAFCFf4cDIr$x3acJDJ>J%ZDLq$s57UoGyy#M4#cRyV+Xc`pgAk;-Rj;EQ>#Yo};
zPs8x}gmdXtwn6LD^^$`1DOe7IlYCSqqfP1?k$DJKYIr3`N0fZBT%nH?#bNCgndRcB
zCX#18?+3Lb#M+Yvd}D=ZXnpXyB2~*^mAjWfozGTl{kgg13>CjpSd9;dt?Z5A3WRsT
zzb5wEq4N0arPv#jDC|D2-EM5?E8Kz-6QheOk5jV(irU;JvqnBp3Tfk2#;92V%YQlK
zCEQnV#nUTidmr;MAWPg=8FkM*#!+*?R4e@1Zbo2GpIX=JPZeYQxMVN{H2O(loiol}
zA!pr;ax$M6SpXjz9WKDstar0E=E#aojvx1poom)~JA4<DYCdJE*8e~`WL>5WW)QzY
zSJxB|MJ6gIjF;$yTQ<?XK5jj^Zrp^dT8m^84LmU%WwDjNqk`(%;&c-YhCI4!(Tr-z
z9TZCvC9`jKX!y^u#ewY2S-U+K808538O#s58;xszW$f-h@yz|pCQxh5M)_if_g<=l
zRX13q-;r4=30_9+;Nb9!(kb^p!)Ph12~#%|7MCsie9?ilATxNkn+-CWx`kX+jlz)8
z{&3vd_n7}Js2&)g!0;8q;0uyzkA$cU4q`D9$T7ah*q`qhXzoAMhEhuQPRSg688wDc
zmOa4TOYM?Z5I7&8P#8Ugy7S!4EZRx9WFHqWp5`pmst%r#z)M6gh>v%(%&d{31Mj1W
z#F1+&TR-UO(DZv|E7I!b#rl6ml8rV0c>QkDR04^RXMzWsiy#CbUs@~-kp>J1*;GY>
zl?eN;_iw)mg54_6y-|549J?v*&{Sp8F)*Qe292yEzJ1!zmJgm4)7j?2<zu4_?oPLB
z8AQlndy11|Vx{NH_Pe)CeNUzR;T4Nga6E)FBRLyW6mK5pDRP(-Y8=lvDno~iW`@+$
zNwQX|QG{-Gj<g`~u<mFvIF@T@B1!~A;mY<$lYl;sM9h7atO8InrCOSCl?6oN%=cjr
z*D0pX7sw@lr%x^r#YOb``RqY$HBY4<r=cYH?hc+qcAAI0`n02g1IV9SOPWmYNO^r|
zOD2j;e50L@+Q;i-=<3ArnUXw2RX;r(335-hMBC+*oK>{hScYYy^MU4zC|SvDmfNDG
z=4^z^jFHtdz`_qP3~ZyT)8bOnZN)yM8z=!c&L72V51L2DQ~^eu@JCTjA!aoy9y|Ah
zc}?vYG|DSt?0C+6inA7b&!{+otP|nT5SEkRCkWAtxN4~lAsM-p2HumZR$9iAZmwd$
z4%F$UhGCU$k+DF>+mwYt<tA#BY4U>blzd#|w}6RyVjgcsgoC{4%xEM%`4Q=o<d#2t
zE)k}F((e|JF}y035|I6VhjCF8+)sk_v2f~nlP5Q>M$L6hqsK`Sy<j+*Ihm!3tm#tR
zCHvH(I7!|anTU@gg{<ZAd|06@F+9kW{W#{ys=BbSPqvRiS4LXe!Eik#l1lDo?K*e_
zqfJ4HuHOKeAEWuY8o?|HtRzh<ak%FA;UIW(QCM?R%FO(1uSg|ByvHzEz@mJ9BTm|a
z4heRl!;ZmP(7Ab^IgWOFe#05f`1MKKg(9o?@(QU@9{ND}*PG2-&eFzJuQJ^nI$Qks
zHBW}r)YQV+A@R`bh+K(d9KH0lhM{U{C-vR<$dF$hCu~jrggSyZf!c#<>P_gsIzDu|
zVnnG-HzpV}r>VE;xgiv*5fp;ida1-IRb-RbJa>tB6*OTEXd0+YI-c(j6fTzCmTccg
zt*R*rn(Ef3HMt!ve$cIUWcY@aq~mJ5nNJ2IYr|j7W7_;6REt1`SxG_<O*CbZCQl>^
zi_*l8#x)8r96N$xlu%euu;Bj&R`K>*Ew;|~<uH7&3rl8-IR?jkU3s^7%eRk)d1q8E
z+R-C(6KyC<(d@6O9GGz>y^u3g<a34>tzEHZ2AVV-lWb<F#Di31L7?_)UE86r(LJLN
z5bZB=FCP^?k`Wk_XO5+zYI_#&h8V6e@!_NsSfP+--*zVH&p<OlJ4c$j{dS)6qL({3
zJHCg2y6!dm4>`<01_~4&4zg?RLMd*lb6O%!s{}67!f4H?sc4~li&KiesIDR=BwpL^
zf!*L`L!_%NMCRKi#2%^MdWDo=2V|$ul4Sxm{IMU&?6#StkGe8r9eZ(wjk8af?bpXh
zPQ_tHv^_oVSo;Z$Bjjnq$9lhB6Xx!oFA&B)9WqpV@%!GpJPgq&W!Y%VQD=rlDMm>f
z^cB|CO4iJ~)tHMM!^BO(eM9^{(7e>6xyj%IHUHFd#C%R`3UiyXsFXXq1fgEjMiy|{
zn~xAhMW>#8x_M&`<N%ec!c!N`7nU~{MHG<I0o)uuLN24p6<#;Xm7Fj=(ntnU7Kkp0
zJE$iq2%Yu3qZ%0l(iENj5)ET3Re8UcEAfRA{gK?z_evxC)H#JrP;g~eie#18a|_MC
z0(RBsLg7J?tkq#4Kk03A{H%M%Fb>OyotoDw;%_^nbvoQ$!ssF5y~D1ty7Ex(Tk}lU
zq$hR!HK(oU=xCI67QW^(Xs#xf#q~sgxS%zU&9@Z0x)JfGiG?d1ExU*lHGP_gIN)Jb
zajtj|KkEgzjJ$0M7;f2t4A%GJumzB-RY2{9qnYFVUzj_1q<v$!DBcwzyASMUc^~J?
z#2<1KSkIL=@1$A#TyNxlVcL)?b=)|OMeK*2uiALXF0kdGD?(n*zZ)*AGU5Kx^t?t*
zRCm|ubBWE7BRN|t#zmgZs7t$zkCu&5YU=Q-;RKA!*DRw@6A**ZYOUGjdN60inhtpq
z5_&jqmOljlk~ga*n~%LO=m6iJ_tkKj)D+hQsCOR=^02E}2uq-;14L9r(n!${)fbQ+
z{cg#00i(gP*25anlcIEipIkFWgRDUFVxJ>oP>8-<U?>UX)MIt@qX^xSrZ7nZ1(<RR
zh(8|{-!MjL`%5=Dkso9U6_3`UR0!Uo#W)2eL-{<j(WNn6`$dXjs_^;TI_!FU4_gHJ
z@s5wUXJi&RD?*Qj%cR8r#O2BmuKniP81CDFq(uLT#wX*Ul4)kh$vK{9#n_x2h=wfj
z?J2monQd}g98*PCU*E>`+(cY-fH_ce7xo)E>i2mII5mfx9h(9!e1PwXdj<FluDv}Z
zp|8u=f_lDipDzhnw=w63%xn&`M0c|ule+I41trl6kR-;l1T#qk*pXX4RUs2)`<dJd
z+1_S4lx?pkOAmbcIqs_+i9QGwZXuHy<u+0vlDT8j-&cS2+`38-WJI4wlYf<OToJKG
zdp=c#YzfB@%_O@!lA1SKvbX7bvx3vbw4@$fm3dO5QB0z?dWbOzUIKDkc7OE<=EnF;
z-LbQgMSWbDEHQx>z-?H4WHP#?D``j;NNy%X?I~E;u=?RMS=~S<JqZ5=t>a2mdbYnx
zFlM$TCX7jT(%t=Ve$p@36ETH?*QKPS1f~Yr$>3<Q{-DkC;`4IY)B)PTl7Q4FLg?bQ
z(!eMr?Vs_q&jwGX>Hcp62u;Zm&1Ru^t$d6!XDT=5%#GV{26NozHC<E?;vx2<0q4V)
zL)b)Q?|pkNNweeS=5e8icS6d@T3Y(j0Q0pD-yhALqdMFDMd2(8({Xw)mVIOyfm;lU
zm$@OOA%WrW5^oqYJmq-kRK}xu-y47|d#!G#@}j0rT^WNowKO%+Klv`!Sq8p_q@gCj
z5uF$Yf(+ZM-h5b+AtmiN^k@sIQUTHPLX7O&${s=1zuD!ji~5Y^qaY@EUQFWkMYL1p
z{l$_q+<1zgIqJy4QcZ3!0tqc{Rswxna2~XYV(Vy?L=c00WhQ<!>;IR{0AycK7AXQh
z{yS&QZw{E>oHbnR99)0<YB>I#uZHu#;j7{L+f~B>@vz9)K^!a&_BKW?rU))huBN2S
zV)i!nPHGND#-^mKf4XMW6pWm$N!eL>{uewo^OkCq8mPhRj>bV~DlurN3nuXr;>#~D
zC>P;EVttYHxT&R9lwD&e;tJD=+-m~O`a82_!HjHG1K(c+Uy%s5Dx{ooT}Kl<m>_E&
zFNyWnCU8G9>?@gHFA%=VIv@?z1O)1A<ZLL-$jQlp2p)XMt@S(Hf@)D=i?m;Vs)HkR
zIv^!uW@ZMJm$x-HGE>)h``h1|k6GzJvwbC}7m<GEb)Vbc-%n<LD6IxbX*cWW>20R?
zhdU~3%O;py1&YXqslJEQi4X&W!JVlK5Ig#k_k&x^O6OA&0~0qF*H$;0wk~P`r%05t
z2X`<f<9mmoTEh1F`uf`1i<J>KclS;bBg5U0#-k%!JKla(QY&pL>77r<BC$>guw;~>
z=5VUV;!-CkCnSV~gv7+eL_|+4U2S9V_H0mZ5K)~NSW4s!a$=^ouJ<HnRR>->&Z3V$
ziaBK5!umNmIeB?`xw*Od`8{uvUgU!Bc!h+J5m6(gwYG|nab=A3>o65#x#3;vaG4+v
z1Ok<nl^~G+y~srbj%N(u9aJp2lMC%@>-SOnh*+~$0iRLFTw7Rro-ao1?Ct$MYwl{2
z?d<HT23~1RiAE)nV{tYy&lpC?qVtehUj>WvhGARD;P;ZEldY_*Jn_}8nO#3nB(3eF
zhXqJ~R>usEQd7a#U!D2nHJ5(Q`#};*Vo*h*pcN~zBc{b7KvV!4BWM2QmK!nq<W*?&
zXY7Om=ESSak|nO*DyJdT0g;%1xWEoPHLB3OK{BKtb(sERhoG!Go-h#~VO?c*(Sfgz
z197bAWOZA(WV$hN6t1SGCaMMe98F%dyt%;^-Y_RZaMHBoK?1a6F5-o1qw}mpXhG1H
zI8w7%F^UEy4p_OxCandx-e$1dja1@#a^BwFYLSIp&t85u?)mSxSl;Hcd@7EQA|yp1
z6D3t(M2k(Z<wsq_WkshcDG)uKut$wRUBOiWNFv0Hlv%|fOVc6*n0T-!ABMSbI8Gy9
zh`=d|a7cGf2bi2{7MUBmij)$4p4j^(8j~G`5M`&vcis%^I1xwy6P79yi=DqyDY{RJ
zTFsuow`8On6h-bjS)pMuU_Jis5}T4Bh$;Bfr1DVOF>_N%$kYQ>e1@CJc4ZmW5gjR~
zcYq7F*CH?6Q*&ud7y*nc!O9xR;J}*D>)Zx@(vNe!NuRU7U5aW3E`8A)vZ|6?8lJi!
z9S}jERmne&*cXV%UwBLY19GsQ9ww&~za}sHeK2}8%G5##6k4t8Pq!Z;^;&ad3VU~G
zT~kndFH{8!k)%&{6f7u}GR>}HDQj+J>cVF^A~oXoq>`xEEi7jY4g0~ojK63kSMPL1
z7Hzc)5<4emJCn>ez|U7}&`+?V8vS?9&$X}6C2FLWA+f+cponEXV)gY-3F(%5QdL_&
zeElvixu?r_&xgUytE_#r^PgwT`pFO3ydzaL^{C@?G8_9c`0rZbORmE#wll&rwsjuw
zE-p;T>k6=9>e{M?(L2Y1Y@&#w$sf_&Mrhu}-SK*|${$yW`koq{Z|>|@1+su^vBz-m
zv`s$51|(+$_ycqw<fZ-{0sf7u{ziaVS$R1BBEamd|HfI)&idbRmb3D5bCWVln?f#n
zav^2oVnO(4ipwl+>Sk$dD&=J4`7gAY^bgwn|HwzatfPkMhTUfbi{GM?CV`zO5%w8Z
zOFuX4V?t9d`A}}^$%|kifmGg@{A}~V&Bh&&GI2|Nd&Zf`Z}wdl-!>Yl$R_|4Gz=W-
z|5R9mQS|=ftw`GUM){ZX8<6$2=bvw4zRP6$Te|I%w7#@}Kx-6#v{3_df8P@OOtrFN
zb8~}&#DO13{71_%<P#PgukRmP_nu3ZX|fyM;0KD0YFf|#`G0IMx)nPU$}}r0N-M$%
ztxHFW4e8w!#z)s4y9yqE_81Mz_uj6tUos?}X79Orc?A^D9ip3e6kf8Ix-gc0@yGB3
zh!I^r3$Xi|Ir+FWsU4FDJNX}7pU(HBHalN@k(0v__+y^mZlLAlzFh3?7Si;Gq(>g#
zG<W(|w_zLy{Fs~H8forLlq*YyFaprueb0fJL58|Ie8Nj~HxnW+HxAi8KkcFvM@As8
zo82zv`fQ{B0OGIq?|l{NU_YQiYIY`}E%Nh4Y%9U>56y>>=I#12f}3M|J6l`9^M4H2
z#@2SVv(fSB{QPduZI|Na29)UTpYLN~^3m;VYIX^QSkSZOB3bH>CAu{Hu)7y8g<=QP
zGss9MwB+LJM8CdDU#3|n&J<{E^SgN7G-oz!U%2|S`BlU=&#R4v>%d5c;oU+>e+2gz
z5$DU1yS2*I1+QzTo0Zj2l!rf;Xu>!E#rwn!cr4K3eYEj-sa^KqyuBvmc*C7$Jbi%!
zT3hn#c<_6f{_!K{uhD4#{5k#nu!6I6W3R89V%gXtoO!L(q-Q*hSjK%U?0IMR^7Gg2
zZSCLHZ-0GwSt%3dwy$Iys|$tPdF*XwbhQ&$1X}YKI5c_q@^{UPv-SQPP_|%OeFG2w
z^V+(he(Nm!&1zAeV#CYzKY-_R=W}U!GFlr-kevLi)Wn_Le&^t@Jb2yt*E;t@`}^|>
z-Bz{MQY{M#1-%IVz8#C<;M^q!k$x}3p`jkfh-nA@zIy5~L9MwaA-|V{Ae9El%HRJE
zd3xwB0~I#0-^-#fLHt{&bAMn97SwtrZ7SLC+n)@&i^vJi`gc4Ei1_57l`!&085L?B
znKy{@_hE}jh%_<Cn*C7@`{WQx*oFW54*y0@x{O7|{(G5JT%<`1+34->yHy!7!iYG$
z-^-|wN@Sr`um3ZR|E$J;HWe!Ae{cgr7XCx2AmsNy1Q)_<{=+wZV~qdd;t&DmKf(wE
zAO1I$sYJ+@m4GL{eD{yr!)t$w-^|(3LPzbM4fT$mmTo>CRh=i7CGqYppw3CF@pt8`
zJ`-<m*3WhoTLga>1x3C!LT5*#w66PkSlgcY2YGuLUG+T)13Q+4dH9a=m;O|(ycisO
zT&iA<XQxNgt-r7z0fij7`wMrO4PJ~NdXHE81G~E^{!(44zpwx3Z(qStI$qN@fXMTH
z_o{ay&WC^K3yYpt*H58OPtku5_zC4?tz*&C<z%rJqP&!yZQeA!Ny}3+PX;Y}RkdH7
zUmY(sp8PF}+q(lhmpyAdABKjS*^Ng@x>vYaIM`TQo4k(3cCM#0JF|rS*Z)*U1+hJz
zeRlV*yIaBFq#bIh^vI4AVU5+h>hm9(-uI6~+Xsy=^UGe3w`UE1D-CCx6{Et(%i6%y
zY+@2({9pV}N8leVohWmJnHdJ!I;~#Do7b7G?k9gKvC*){tL^QMoBP{q*gMqyihf*2
z!s|k=_b$8E+ucVc&3A}6;5pEv-|SzoWIlaJysG~)jOeU(w4NjR(ulHL)Utl;vqfyF
zG@6kKY^!S9_;UjA(8D;`IAf!V^-^hpFFplr7ez&`!cHh$q5XYDh330sZmYcifV&9I
zfOGA%8iw(To&Sqz)p54h;?sa23(pKbo^`a6yw{&9aLD%_4{w`%PM4`8`?d9F!{ff6
z%C(#Ve|1R*-3`&AKjb}lKJ?pV`|KS1{35nMLPq{;x)I-he#lEd0=BL&-t2XBJU=V8
z{kfG$CBIGY*fsb+w>@2zZPOeb|D{e-1}J8~NHumgK5Pj;ApWj(kfKsdMArQY^xyTH
zKVJW7MaY1AB+z%y@B6O?mp`m1zZqOO*f{<XoxsleZ!F&Itp6R0HxI;&{SSK!E9*a7
zxDoyr>@DJA>f)xx_9mvJLP7}6E>5OKwg@ltFUJ7n_a^oqO#vpqg*O3SmH=V^=zlz~
zUO~Ttc?|>e>J`iz*w-+x;o;!n;o;!m5D<}(5D?xXz`-G*BE3aMK|w`<M?ynKLqUg>
zQC_|S5a9sRuUMd<&;Tzz01^NI3Kr`3=l4z^f1n`k!oGe32akXVsZfs!fQEwf1@j6P
z76u0L)fe&|0D}gLPR9EFHHM1O8*)cXwt(0iI116~A6TlBr<Cj;oj$`OVB_H8;Zsr5
z(9+R!aB^|;@bZa?OGrvd%gCy!YiMd|>*yMrn3|beSXw!|xVpJ}czOi}1&4%&g-682
zCnP2%r=+Ik=H(X@78RG2*3{P3H#9aiw{&&)^!D`+3=U0A&&<w&=NA^&H#WDncXog6
z?Vp`rTwYz@+}_>4ECS%5pa1}2z_b6a+z8tL{Qd)he+L1&p@Jw_OR>UnmZ2QsVBP2L
z7UA=OXLWz0l^4J`#huDisQU{*AbMNcMJ_g@&!0Yz^J_IBTdcSy+u)6Qn$4V(#7#m(
zz9cQ-nHE`HoW8B9<@x+D>M$LaoaGq(AvW76q*fb;T;3GLo$3qV&sNp+B%4*@@gB?A
ztj)t>zDHC@V5*;eKPQH&;BoOz^^)|buYUo+J*~2DH*RZCPce~05<?`K$-L@w=*k7e
zN3_F!t@WLy2E9f9bs6@o9+|sb`~uMQr!Qa(nlyJpQ%{x6k|4$7DVx+DrX4CN-l>aY
zZp+t@r7bGA*#&5R<uf^dnjba9hh4xskKWcWo3bN6_-!oGhU}l|>1j*yg12}8bLD)T
zBj2#TK5H0VA{OAWHg4<0&nqCilVORMyn)e3v87B|S5KQVz}^c*%N|O8Kt6f)BpHhN
zmCW!Pl*Y5hq@A0kA?J^Izhf0)$2*b^^*LUabXFaA?#4cr;&FUQ_-#tcaf{N==dmi3
z^8EnK&wI6O$8e69rK;c0&~ZP0%Pokaj`@i+dvdsNeLN3&U%1e1+s|oXS(~_wx=|vB
zAt_Cs^M5@h)^!&i(&^lQEmGQ1%l^FOrUA%&Xs(IY9?yjn--xvkLB^n#t(Zov16O{n
zTJ$<y0#oH5KV57%5PisA+KoS=B^QQxh(U9|*QG@pZ+^#{!BP9gTO6e(gP|{X8hYce
z_ZoUmG_Zo5*Pp0Vs%zQ;d(v$4ono>1t}8$Y9v>OD2SuzxzdrI3eXdsTW9T(EsFZ5w
zB5VE*GCDPfoJw12cGmM_I&IVB+U_!rmOT?D^(``Q_Xd6Tp~1SR;CpqeRWkZ>lyBkn
zm9n+Kt-H*dTLyOJ377ovh{I72?g&Q4pNTyl{q>#?t{e$aY2fL)J-aOp4I0ivKcZ8D
zvEp;7{w9!8{i$E3Rp2OMwpW9T0ttbi{G9D>P~Ab0{W~V#vi>%eb<-NAfi|ras?K{6
zC9j)km|I1LOG%eEry#ZTA8D>NZ}-2=d3)%|#nW?{H9zUCKeCCRAiTN+A)TRwQcdSO
zD1UnE<Ti1fsvLE7{ETs0r!}{p%HHdo#Wtb(BZEF5;v7$Mjy$g<C%oXpH%I~s`z|$L
z4avJ0-?F8;ap=XRo(eYF&30Q76iWoI%+&Hsu^;z7XVqcM>xNVt(Qm(CJC*f%29;C~
z6qkB?e67Spu0P1aJPib5x<yA^rz^eLyLJR+lp^!bjOSRQL+6=Uj|(WRf05pB4@2o{
zqd%XKa#D5~^(y)-z)hSx*zEMy+y9Xa8~ZdQ7L(Au^zHg6l?(}$TJr=)Vr1BYA>+m{
zqBc>F_9H{mgv(WHt9U;Qcp4ukz}9e*GLCh6s&ahYmWf<FcvLO^M~mxFEUtdq#W=bL
zY{leOl#pPsr@F3A$f*SRO|Q3K_&P1~JFy^`jkea_`#0A<prAg6kqq09bbvwV)@a1N
z*Y_@}%`o6PgIh^NTmBIfyd^{B7855cV&zu^WpiYwHjIUL9l%p?s7KNdTP8{g+#i*i
zxVlmZuwGIjk5rrwWaoo#7Ta6pPZ=xPWTzo9ICGPy*D-mP3u%Kh0whJ_1h}7{u{Qi@
zPA96}>Dx4f5r36=x`Yj9S^pXp{+?uQ6(@tcr!u@=LC^jfgVRt6WshHJ8N_~Om~0GV
z_i^b~D|D5<yc}n)<ZrBiP^yU`;}23+hb|`=N@h741HG<Z?va&gCTe5{Kv@rd-MIZp
zopc(k-rI|wc%539j|@F_0=6za(HzgNW5X50-Ym-tgP>eLLcl3BBnbRArIf-4dG`Ej
z?SAfln(+lN2b$}Mzcu@II8d3lK~7t11NnIS0*HPA++z7^obDo8g?7-B5P5{?k+0)^
z)e2MCO#im!8B#L7saK*NNVd~-B&Hg76mFa`N5{*XTcO)!8mo?6*#7X{4;v$8+hwCY
zS*5LRqJo7h1iDSi;OsKXxZH{G)jXKk$I-o0$nx>v+jN^h+fRW|65T+<GjaFR7->py
zTGxhLFGZpC{z)j0p1R<f^6hR9+X4<;&&RfirG9q?2dJ1$q52bIG_aOtu&P)_)YXWO
z<m5+G$ibIbAbb8t{-45&kPDMY$kRCop7A%HsfyoH!}@Fr-*;aXe;Vv{Tg91DIGQoG
zd(U|l8hWYc%k;x67C`1a>L^5iR=QBzix?2a1ENpvPnHxFFS@9x;O{?opp1`p)-fbM
z!_+!!fTIM*>+_g@<e&BWRYwccs8T|7aES88a#C+^m{ujGxss%>gF0(Sh9WWyx~)RM
z(JjuI?%+Vp@OJR{8}0aF+p}JP;M|ECQ1X!#05`_adRAFW71=!R7yuM7xZT(@HQFJr
zmsBEH;h`82&U9*ts%1PdozDQv{H$%cC-;@`^?W<NQ0Fi_!|3z0p@h4<v@%de1|ZQ*
z?#|*(lM9ma`Rr@GI%_mr*LC<UuHAYEgtbr*l{=CL;Ph(z#EF@<Vq~20Ra2?QmsG%>
z9%KU^Zmh;FbdVBL771R40*d<ZPPq#>Vg1y~^O(A0e1|0Ra}(=ln*6h0dC^npz25@P
z14hv)cxaVN<$6Kns(c*DlKOg|wUL7J%KyIw%nnirFn>XE*jjkNm90rSu69JuF^^^?
zHuKzB?~I!FC9CKU<cfW=hP&PQ_0==<qMS&sCw>(gZ*bI!ZNMO$6YHP2hXiIbXIVk@
zgSgKPsIm=OX<jRP9VB#{qIk2@;g*uQQ&c0|0j%%^o{nG#h+LNVkz3X(5gdtnfYR-J
zgxyT+R~mt`HpIlO=*-7U6~2h42XbkE^q7d5+o%FtToTzk8~^?nz#~FO>8)Eq`3#Ee
zt{?f{^vD#Zs$b&8;XTpn#X0x3y4h6aN0=HyP5H0^2P-~?;?pBgwmWLS*8@h^oXY&(
zM}sCZ>%M2QgDE_daA3r#PC=X}?pDS`LwqBdf^0)F-2}c#t}Cw1GbeRsb{(~^^?`rr
zr*zI&Q_c3_*zwZi^)jH>fwC>$0YP^4m(ktB@JF%uA|hBhXXwvlR(nn6Sm$%6H+L@p
zs}9Jqh!+5{-1Ctm5JTuP@gnF2aDXxwhqe4uYeM*KU2l?hMuoRh#L4UILQJv1h7Q3q
z>^!R8nf&TL1*hQoo1*fu_P2tSCPtqXL}WM;Cx5YrRpuEV0F6D^t{E}~$(PwQo1%$s
zb*+=)v}a;GH#*#B>iElK2v}nyb~8<*Nq3Uw<LP(jI=<bSz^g;I0K>T06>Qw-1hj^4
zTBsIM$CFlk8Mq9{_gQ2l%TvicmXH`Ge9&G1BvnrmzLu0W_q5-4O?`?smJmbR6M_V-
zP>}X;%#PWstJCf~rKpExdP3jWd)*E9Hx5#51xp`jb&yy+Ym8Xv0n%<r&=;9<3h)4f
zOF&YOxPhgWA=cH}x-Z6@Bi2z@SJ|I!U<<+$LwG=fw_nPRJt^KA+OE4Z7fbr;cGN*c
zz!;jx*Bv@%amSEkd`DXLr)%;$W|2eSI*-az%X=en9)9c1H8d+WeFIrJLK85pLA00G
z$ic)+*N!A9y7ht(5xQOOeZ)OMkLHwIKI*sZqz(meonAvrOpsksy>oQ#O7UQ1C;f2N
zqO=SWT&c@H6L}R0D@)+n8OdBn+v%G}570yXZYPG&19)uO_d;#{1yBjuyN;*juLwP_
zL55%(8`Cd0tzPaR-ejrCVZy`0!sxtX+y%qHZ}ZyX*)0%8lIEkVfhzq*UTcWrS@;F;
zQ{$?r8?|ti#p`1$2u)jC7Cza|_h4*$^3o@}SzjugV}*-HzrV4_>XcChjoP7|UHcL_
zw;l0E82<G;$c(Phwk@)m4eHO`qo~Z<lWCeOwIu80!e{lGL3UFDWR?Q7+Dy`wNy4EG
zQ_+d<Ie&P7ei$o8W>B*p8A`zzYHWaVKo!q;q~0cPrdoy3eqlHIbnsRhc7LB^B>hlo
z?e)A$ggp7x>h&9|yX3wOvbY^f497m}k@Af8srUn+&Z8iN9Z|gi+?qh)*<P}DUH(_0
z2dcVAL!G+!$?HLK^~en0Zlfs}^Pu*CWLEOJ8}j#awh+>w-I&s~9%^;%|N8bvxh{t%
zOZ_ERHpp_Z4I!>3PReU&PJqa?IIoR9KU?-R8{?K(kNhy!L9lH2ZQ0T?tkLJUzO1KJ
zueNvEA&IAJ)0REw_g33lHl?Q!tNGdW8yXAtEMFxoWoV7xZ>dmq!}PHm;Cy~_??SQK
zF*j8~(KHncYyrP1^^ok_+5Q4M$XQV6!8JDNGy6XFNPqk*XMEw(Ad)!%No(l-IRC~S
zx#x=0yX$6W^_-%W5DeDk?Aqs3>~cN_j}r?|edShV(RbE=0R*{B3m$qJUR|D<PP_Pv
zHFOx9h2+{XQ{L6ED|?9VTr=O49i#*Ap#8sFZ=Ya)-B)_P@>=W0O@?#SdjX(rnbv&}
zWY}Vq`JykAtvi~Vk?o<?@W>5;ZBs{XN2|5Br^_t*CV@9NWglNLZkpFNb=0}>UNWwl
zYbCYULo0&uXd|&l8zT2^p7vud{)>WNp}_DgL~#!WX8|D1VL_Iv?PkM#&FgN_zQf9!
z<ZAc|RNjHxFrfUPIUdcqcerUAB?;^E<hbcwP4Q6;JeP_Rc|81e$e-`VAL=&5`+LB0
z#<U-0v$v+u?D@c7vWU*<_K+?eaiUaz2Wi$slN1Hkx|+w>AulmRh9JM_0dv!9<Wu5r
z?WPR%hHuS!y-_hZ3EV+j?U6ZVIOK<Ba?xiNrt+!ZT*8Su*IZg{JMTNIpn97X(oUmz
zR#!z|cz+%J`Zfo&f)(|?f`p`0@Cz4T2`GLWU`6Qf)lqnBPZl)`cUjVAz7hTo?~`5P
z&@U2HontIw#oH}#2~aj|E@PyKvcjieQ-NB}I#uQkUL}eWZnFr4h66)8&$c>`Apvdd
zCo(`DrRS<A%j+U^h}e~TYvj-r>1<%%BWIR0I*)V)B;K!1Xo{z3H<^T}MVcR)J+!fG
zv@G*ID)&c|Z;D>6wvTsZ2|S2NVNRI~I9bnJ5il4SD_Ls1r?TEw!nPzId-|^bc6PrL
zDQYxv;dWOiZEE@OBMZYW;yB()d8NQKc&>)YN6VEj(GppxesFn(<D@xS_qgpZ()-2M
z$JWL5gJUoVYfiwKvEqX18S1L?qU)JWK>|i`lV-I>z%xI+)jf?hM$&ql$Z+;slPg8L
zMpa5L8{sAAl~nhrwgR;HXhu|m$Ai?x%s@#7nD=KUX1@bba!zGuUrShhH7kR0#GR5x
z6T3b?#tc|y9p&~h^Z;m}`vMriczy+Bx^3E2fn+(E6T)3)9%!zt-Jq(KGdq0k0g86j
z9@3YIU9GVwDq6)l@<;Y)`LfTj$7rwOZ9wDHz*2vK-MER^bZnwR_VXUh&-|5XOBE^f
zqEh!kHEu85Y}7bDKJ8!jY;HXV==L`H0BGp(>RCYRY4Kt$JlpqR*RtcT<j^0?Jl6rb
zwT3X!gUeE34B^?%sSblyno;`-w&iS2zxvCfZgM}_eIfD}K!3U~!}cVEd%XZo>F@K_
ze~qR+F~r^`!hD_jfPXjVEz_8t@T>t<pW>>f%wdx$AthmN(P$_!Vw)Ax(SFKRO|%mC
zeT)~k(!0L{ms^f<lG=G3y2EOwPVbAQHtxXgR4sXZ6Y}e6!-vz=MWc770li*YQ33dl
zZyxH;gF4Sqg-^6*NKpJY2mMzn**A<)r#^s#7J!5HF8QplgzB%DKh?*&+f=ohQxMK6
z^(dgq5R8<7vl1^piyCzxNQnW}9|iGhfj8E1w~6)?bt!5<J|$DGi}SQd#)8NIdh5jw
zVykSkrf|IKaj$zCt$GDLIVuMk-8=qXKf<il9aRdRaU(;YISdA4qq3w$!JeLv?04!n
zeDCJ=nqwlq$8xb^4%OS+O|u~IR!C0Ti9+lO>bgTNJd4&<r#;*skKeuSvpzV2X|W_}
ze?IZLyXdd!1CQ55)z3e2?%FW`H#ijMMn8FJ4K>cydXArG)k_`5`@5E6hfkcd8ixMN
zzI_heXE=Z#<50SV^@-ou)3Glgy(#N>JD1<k@)d_?yuw!jUO`WK7v>0*;^UZ4pjQI1
zxftrQ#c9<%3eWnahb1%?_%b+tXsM55!K2h5V8peI9VFBLpcVWmHrpseX;jul<$I2C
zVgL$!0c@U=6oV>{{I}p=08pSL0gEO3trvh-i+`wB)#n{fvwqG?Ly%2cLvq3oD(kHi
ztXn5<?^Nlpn-C54LR-EfGNe+^;sygPY<yd@aMG-iAQcWIf9uuCv_ZVle$n%5G@lUV
zCn$#VK__y#No@wqe=XD5GK=wp{OWZM1!ls(2n)Ji#;{pzz7X{YdQE~TF60AGCE|wQ
zj8p5;2kY<D4-jFOCsnE4SK@U4oVH?y9jaI5Hrk!A_(7YPVdqO;D#3w5<Awz1rB=6h
z@y0^)r^@6F*hAGt7R@&iclkUx3%^N_xwp=qaE%gXuOjvzrE>MGK4b)@T_m3pRey9~
z5IXrjch)xo0Fj*`$0ez<s7y75;8Lfn_L4;gylw~nSf%rZH&(sHy8`8NJh}C2)vG5a
z#PQED75#ib+!)6-^kv8ZhBj=7^dM>Z=KN~#5)Gkx58X@>hCkb?*Cze*=f@6Xw$P4c
z6oRt7Y$(HCqO=gBsiu>#8yN<f`T$UNYQt!@*EI^@0BDxQY5slGyRVhAA*Uee9sClI
zala~`FW$C~TWg{d*`5rQoE<rF-Xm1JZsrHCTH3{+0IWq%2BY(RXCPz6x|uQ?tY@jx
zQ@jsX1Ay}qC&&i~+XD|Xg`BblmMOJpajOglTT(Z9c91Nl!XvP1eK^g^HfhaZ#@aPx
z!B)=8*Yig>UCKp@j7lxdE3O1}cTqQqJVS(x#2icTTv^vvgl&KKgCzld9#(C>2jA3>
zIVl8Iy|mR<>p~p?)+QJvS5R`BSlLs<UAmj({?%GYay8jkcBm_efLC{5pty$jhP<uP
zA9_h3xQe$_%>#KsIfKzNH0+Z0P!9H0L|_+FHLySa(_3F*p&a<hh7-I6Ae~2pg!h89
z;6dgzlROUGcL-6|3UHm@uGh|YoNjmaM}wHI48{8ez@y35HJY#HT9}c61lGk-4r~mE
zCotArH`tElQGD(dC^%M04RcPOcI;8JXZ~L}N$L%TL&iC~U3n{)x}0EI!{V2<X6F`z
zC?uEK%x!&sY|3byn9@6sI^R<l&S}B@s15|Gc!>3$>g(lWNV9%*vd*97FyPk`J*bP<
z7g$3%k`D^TEvxcSQmQc+!-=?9!~Q}mMhSuD*r~*f;~E*IG3Vvhu&sX)JvL#5r(xdD
zbjuyH&3GN#pA0tU&`tiRw}u3iAHQkEtn^UCCTQ^e3tcby8Pm63JJpUOeWstJ0)rC8
zK%fr>D!-F6=j>-49Oa{#{|^3Ukwp{t1E58o0~U~?{sw10>JZ1ZLmi7e_qx><r3a;G
z6G_6tT8K98o~_{G77V+a&F$wo>b{5)u|54c*hv`wsK3Wk_LIqzrSQ5@=gkX1x6FBS
zClSy6>ITF$S0CsDx!FcPk1)=XwhVPyKpu{#*Ud{QqOyEwLoDFLFx>bITU`T%W>>dp
zLu&Zuu3YW~5LU}qB_phR;S20>UaPf>$pEv&$5KCn{qt^1<#0d0p@`NU0dwBWAY$8q
zu}70et@qNtEDTjveAUVYMVfMT$i#p30>k>35QLAUo){<wZVbBo%+dd<W!H&LMGqD8
z3<(ph20nXfD&}n_H;2dj>t4JSQ|3mm4b;3Gb@S$ig;Xur>qIRI*U(k#Z@0@1hXJka
zG(So8U&xkYD|TG%EEYC$9<Z9zaE`HK^KvY<TDr^~<0-NlMnh}_-kcg2$Zy)+m3<_;
zBF9Iy+HSvY!%00^k8x&WEd#MfLf@=5B{!MJd-8J5TNqL#E1J@8eQd`T4!eK>4Bk(@
z0J?hoPoC?MI#CT~BCoz5WRY@jhx3kp*t-vJNHuwr0rq-kPguMYGU{WUYdcYG<5sPW
zpQ}ZSsN!7yWk{K<^c`6QE3f>v<Ya?>G`p{D$5Wu6QO=$<xck*qyYTz7{6#PNaJW~i
z<p+K|S@+~2qE3R=L&wMXo_OJ7R+(0N;E*{D2QRJM{!Ly@@Zbf%afJhZ#e<>jn4+`x
zuWdyM7caAB!FW0?3amXZ`yRRt4b6nJ6TPC1_Y608mHsMck5gr^@t}6kj-pBhudUj6
znf!eSHndd3XcaF!il@;gB85hK)%lV0ZgmRl8vBSk!L8kcX(~LbL9qdL^*c9gca@_D
z8pZ$WEpc!odJ7xAZ&{}nSoO<-slTLfQW2>;=UXdrVY(u6cTN$!zB@;U^L?5aL)K1;
zc2;3r1Z@FKR7e(;<7)PGxNw_gh?bxNOPtr#?+v_DQd1~^iEvL@t(%fLktGThQ$%k%
zw)EM(;s}ux9R01HIp!G!a!B^>;J!bfQEarDJY`m$iUbcoa!5YL03XKt)NxfS@}4V>
zgq*NnmK$0`qs$r4g)u|B&4o$EGgHtK{3G_dmXwh0&?csmjc2B5i$aYiCQOW1Qzd9A
z)!O>@(kv;j^7D9#!f{<VUI0Q$YIoB}U%k?dD6b#`PdKB9+DRVsSCfLYnq~m${$Jto
zFF5|6Pyd0y{}~W?S@?HHE&hsa;bG@s{X4ehxA?x_4qylfkTT1g+L^mpK!W~$yEO9u
z?nRLQQ*hzmp@jdxI%vTH5dA;ppvB$+0rz{=FP12$X~3Gnr)jALljps>!zq848Cwiy
z6%`dlm3RZU&?2hkh{ASn#Zy2_q>dWzb%o>UkLbr5;Y8*~`s)`!mehGEw?A^nSa6zv
z@nRdO2cN_3-FK*7&&ND#G?l5qz_dLV1@XnPPyw@!f>YtJqeAUGH@q8=f3==o%4`DN
zsCLumMa*{^9w4H#q;_jd%!mSKAhk!jHjeXPV4ro6+p<jIq>>cv``4`?WRK5!czJgN
zfP3(42g+H7Q#bw~GtX58#GluNYnyG8$8!ZrXfxPIwKt1_hbPfJUnsQHj<Z6bg?OhW
zA=*W&0!dHp{7-l|XwZHKW7aWSp{Uec6XKVU)Il1`St|&ap!*T_C%=@y`uEuL*FCCS
ztp9XQ>9<(f|AIW+{|)5%FSn@vzk@!Kzs2_cmy=2!P)AeMPykY-?y46OGe#N@&fapJ
zsj$@TlXso=g@|i3V=Q7X&`+wJXq+Q4*yp==_mRa$A$2jr;}iDcZ`t#MA3a0-D6CS*
z7`MjRF9}q-ku1slvvStL@Xe$V?=Fy@BxhK}bO*A{e{tuA;7y4>3yA&i*wo{zZp4&G
z*VTVVBY#`F-xidO`)?A-#`<qoneDfjKnRKaH@DUP)7dZ&s7Os~`z0>Sr%IsXY#~Ep
z7t$JLD3e&N+xsQK7?CBGcTZKGM^)s<F<!q;)|x3z7iu!GpyXv++M=Du1xJVsCW&Ab
z6xBE)+TLECF+PcsNKbpom?v8+_*X1+6@FaD)NAAK<yAoNZ}G8BVrapom9afPXged5
zJs24Npmt)RJ-NW5O^CNTX;0~QOdESUKbcE&#*KX>-FA}J)^RjIk3Qq*v{4krk%Z#G
zo9eegK{<~ucU4PF^fV0Ah!^gjJU%$&5l0_)LS~pJSE*(SjZh*i6?z#l@;||cF<0B9
ziXyM)=4i{s5eumXPf2EfX;gW=Nq4E@buRl6#beB{60mjQ|DghsbxSNp;nPo1nF8py
za%@ce-Jd;>;o{WZUsrEfAVlTbwwieen^jLI*e3Hd<S!Dwd%f@)Rz5Or?lNzj`bJXV
zr6%veS23%+eO#^eXh0iJj7e51{F`nLi&IYW2PugG%%HIjsH-GvuB27T3e`LlP=LvL
zfvMq!?d!!W#Sn1@2TIwMesQMPB^WEYA895NtsI9(V9N{wr~e0gZygoav#pEbH0~PQ
z-Ge&>hsFsK+}%Qe;E)j9T^fSBTOhc5(BSUw5bX6&_Srdm@7y=edv}aG?il&2M|ZEP
zRW)nYH|JV&);Hf_*KPMJY?zv5t>!@uvdhgz-F=TmOHJ@hk-PqO!JbQO7}0v)e!27X
zCG~NOpB6vX6|&0Z;k%l;X0eRW`uE%es%-VHyhuu|IDvUt<cZi)v25zAFLgTB4szFS
z4WQ&Ycw8*W^@WG~a}8<#?zA^hq$s;$QD!xyD!R1n)dUra-Gg!wGSc|!dFy^6tEu4u
zL{9MABn`>A$uKo%MfwGMAtpA8%O26l4EZT2uRiTVK&I1TjJ`zY>o9)N5jAP)P)L`c
zBus!LrxT4FTe!-6Jx|hKFs!c@z}YpZWD?SM&U*ro>z8$8F?a`)aEIu*A^YIy^zCJ7
zltJZFw0k)0W6%-QXIG!cU9Ce$_kK^@GYCAMrJmAg1+I@3DIHpQ#+l_;mS-KVJ>R3Y
zLxr)(mrRT)_+SPm_iN)2YIHIk$S)rjc@t;*YXs(JEi#w*8H4dFHK4W~gNPO;eq`mz
zk0>4RycCTsApG2bfH;hLZN&}8t~`QCd6IRjoz0v-eoM4feST1+`c-HJxywS64To)8
z#DnBx$d_$_T0$>N-(lOLh&KB%gTPl=NGwVZ!nSAql2#zYp0GZzA^Y762-c3O1L@s8
zsPvLv=>A+Mq(~(P$w;Sj@0Tu>AL9T9jeU&l3xf*W`uKi<S)7=-Mt!@BfiA=rZjR^{
zc~mTt$J@_qUJu0?abHhO&%s-+Cir5H*P8BKEOH^3qKp1ryx4swy3<RlhcQl^{IEn}
zjhSb5j9qj_>00yDg7;MG4c_)iwR;<@+Sl!|v$W&*Tn|P=8vX#D1U|#z2;Qyw8V<W3
zN(<hsdMRJf0@ivn-#+h)h+mPX{0HRu6Hop?9x#_S&wqJm9Be;9&tJ6M%0?Do!Ukm{
z=RfGO*?InEYfv?Fad_)&V&+1|$?^BWWC;f_&4az`AHVzoU|_6LG&8j_5_fP%)cvDd
zUM>!@mwYeZkg<x{+dKSm9p_(|22O1?vj?ZMS|k3|*FOxLva^GUnwcw^F8KD6Qec{J
zGj~_;fn_`JfW-g)l=%BomJHnOKTR3gAI_zO3kP_-e~bit`q_p3A4C(v!ep$k++C&B
zT)`&m&kLnpILZE;IC#j?E?i{)prDWjH~JfP|7auyp5LEdtGYV4<G-gU%}(~W?<&nf
z#{I`M!JVk9bCPlXl|B4N!`DD#YcmtqKkp@L$ISs2(4SI71kZ&Vd?m-<lo#M{TwtO6
z-3j;`JNUmpGLu!o2>%Dj|3gZD%Iyy+>4Go+OZspA>(4*?{)Y(v;b3$8Pke-baj^d<
z>>Zqc4VU%*(;4#L>>a<^JASiw{ATa?zlFVn^G{U$18V;pd&i$}{%-*MKY7FP@9Z5v
zVesE99X}bne_>GK{M$tT8iNs8fBC$&H0PYyhx1XzR<wVZjI)0@hXDDzLhr!iiq^7f
zun0p>By9QobK3cSVEF0L%zjPZn=&j~roYaD`Ta>*@b9N_{&)TI(A3U@``^y_{Ilmm
zyxWWA#}B@rpJ?mFeleWWdnkj~-M%|f4z2e`9sE|mARY04#_|t3QrvpVfbt1{wz`<T
zD7umW@xR@_+^IA9RU2XdF@k&7R5#5Z*IMuw(*ry)f(D~e@3)6jz?4NNPc|8KfAK~9
z+wj{pVIy-7rVhD|;*TzmC_5hT-wixJN^3FzZO8D=GrZW;&ebvn-W_*#e6jrX&2g&6
zKq8>5jOwoecWXL6!|FbbakNbZUuk1^YVJZ<4O+dn1`|rODvpUuPndrpo^kTZ&bNqe
z{BG86sczLC0UiuDU-UEY*BJds3levL<po;KAVGuIJOdYVUeEJ&Hazx=jUE@<Pft&1
zzgiVbOqph-4y8V&5hXr@4llJKmj<t|x=#f~UM_iFUz=m^H;azxPwy<C?tFaK7aAN^
zz!e&nJH9ylYNDwAIOS@UlT{8&UlQ^&3^Q9Z4z`N6JVL0K?vwF`&<f65)??pksV-^J
zjwNyKu5|@RkqCL7Zw^e39Y}}$LOX3W3~>%>53mni52p@cF7!BnD@t3V8K>AMf?dw(
zVOu3}J5L@@j!^H*<7w-6mJ;+dfwW^Hxb6?PPChd`W1u$ov-Pc^BoXbu&d2@RU9u#|
zrumQfVFic<UJ57*)Cs;DQfq44HNJ~c&wR0$#PUYYd90bSsX7xIbYd|MUL$=l(SOaW
zUu>pSn2A3n01|qisFT^ewYP9!e0R2DIG1~VrF`e<z4hbjph@*<wIfi^VC+VV%J=^I
z2z=OZS@(ZEx-DU10iI!(8v!!`Jn--?j6IeO=a!a)MqRdoNg2irwA;oxNt;}Dlrr69
zgT|<TC=8T7ERu>;82n0^DmDByN+-*;n8%jRxsC)AV_P$LdN1IHJj)*rR6U+NNt_1?
z&N~E8W3k)zHt(`Uh)Y*~g(BdtHuu#JU@kO<)M_ScFLZ@3zTA42dtIan0W$@gjw3*~
zfp2d$J$wi(pVsBJ?$k-%4jeE#EVsxqJfE(0?QiNnHlfh|eKPQ$i18P7$}`66I>CRe
zO_AVOf`d<u#h07W(NV2}b1&<-!He(m)n2N1<_{wOi}59t&i0(U9=1@o%5L4?--9W>
z@L2U94vGYigg_&Gvy59I7b(p?$G$qhSOvopsJ-c;8LQa?l*FmS2lKH4AZVMRQN49K
zjy?U~H0n>)_z07GPHt)PpHU@CLzKZmh~S>$KhD~p9J0s@FpvMAaljHMdQcbG+xnk-
zHk1)%APwODi=F0Qg$bhrn|nSJSH=3Dd&b9%9t_Tk_=~6JUnSwM30c%~WqSCFZTfq<
z|6I!7tNRl;{#NFnHtO%a`xAZKZ>ahShJPdTPut|TA^N9J@!RhH{7ClO&G_wR{8IwI
z-He|s$WQqB+s*jxX8hBF{EVN!-He~M$!|B~pGxxE&G>nn{B|?`X=H!D&G_wR{B|?I
zuS0)(RlmKee;Ul6&Bbr8>VKP8MWc3?#^bOIjx(NZ^cna*UNwv{zNq}E`=4~suN@aw
zvr6gD2qw7FEXbh6{p@mY^8L;65x9uX(a{_5_vVw<g}FICkMm6)_=9fJ(yQm~s0?9m
ze&4Om4@lrx-dAvhbgB6rsfbVd7>UvrNZ9)a(a@v7&#U{>&A(TR7GK4vKWz@g<({h_
z*B-ZJ4xTJFUF?3#`6JTk^Z4TkOlG>$W`H-u$zwAl(sK5%VU)i*K5f90Db>&TJFqp|
z7B}dE<CS-=hx#0<yVcy>d>5uwuGi$W(JQwFt}*uhYG1>?Z0Gn#FdC^Q^O)r?LNEZ^
zH-AJjJ-@cbre++hG{I!Hdh;giC?=Q)x1S$1tZbvvCV)hIpU$_2W-AQZz_s22;nB_u
zhrmT3<JNuewvyg92s#Nf=KL~b_{x8}Wb)7Grdo|JxXLnkILocx0to`MowH@<tcqI}
zqv?F_ju*k@H(SA#%1OcX;KrIZo6hx^4C(}<5_dd3Xw1!Oe-$~cr;C1_VV&XjmEWU0
ze&;IT{^q2>!JyfVdA8GqPf)A7jV=Kk<Yy>)IGn5T*ztNa9}BwCV;W0R8@gzh54Zz@
zw2rHO6-6}+gDQDl@TS19z@)&uz^Y<a>-ze7;tROnrF-6@hwc!p6{1qX=~xjE-lz+u
zP?gYtx390rih}>xBnv@I-)rZ0-et(Y%n$%;VZ~ossGs5WhJK}`wYsJzE^OT+NRV7m
z=)t$NtH|qXM>R_#I848FA*hpSnA!JwVwlsiOz_(HSD|!fM6iOmWdvkIW~64kSoO#g
zL@Ov|-0Ji4Hk%w%8^W57o5A|-QYDx)agm{Z1MYN;Cb^)?!Yuk%^7Vw#Z2dFRKe_CB
zUVHpDPtc+GVK3oaV<_s+1!Aq*)bgT9-Wj^{(L7H1l_ayI4Yv+l4@+BET94xjoE`M(
zMMe)8rCAayz;Wq$7gleq;ft+O(~FTo-e0PzieX%-R`=-DiC~KJ_2C>it0LnexnU4%
z7#yUXx|%v~>5erxO97S{W}0V4Sp@xRLh~@H;8cSe?ij%YfwK2Yv?4yVA`i$z#an5A
zG?d>S*#1@8!!EWAIOSnfC+49<0Gy7I*_&zDYPHRnwsZfh7Ifei%cb2%SCNBB%d{&k
zuYIVJD=LW9U7p2%@(zDS4Nq8Z53k2y%BA~?hgnL4YXgLTi^l#5ETT2-2D0l<EI+sX
z32}agyZ>x_{wEjv!u$I|Cg7w{{*jFOH(TvLa#lJ1ah`>bgO~5Wl2!jqcKz2}DbBxh
zYyZkW{zvvKtJ+&*R}V*UF7lrlz+|jiR;J*yV=rHF{&(WtpHij%UyIFg{{Ja9xAZ>H
zcF38?l`_x+pAv~&RM3=w;IccGDX8b>+4#YHU13qM4qP_P{Q83TAZoc}ws>$bJUqN~
z`u&Q_^PI>+6@UpUtev9r_s4G${2$kX2N=ME1?vXw>DBwjTd1)GUmvuSQK6OVbC2Gp
zL)yD1L)VP!xS%?F7N`meWex*Y{Wlk*@LEG(FO=jRfE8P_EX&+yPXrZ5;DW&oH~XP!
zFTV2M&jhC73cFn--m!X}I3C{g-tMrPEZ%=LdBVHiW=s|!vS(uLcsw2xc6KWL5#U3d
z7*%2LK8MxPSMjkQprEg4OuG1_09Y{$`!f6W_PIIKyGhP3V^RauQrH1?TfHVC;>LBs
z`Ti{>-jdC-*Q7hGg~y}UY|luUwvWrrjgtGw!t;a216~_R)0`;k=1TJwPx8vH-f4Yi
zb0dLa=U38g+8X7g)OF9dt9N<aa)$;pw><qz_Ghv%owc&}=nFf!dimbA6%LiJh=!zu
zu_DoZ$`pVrgh_lLgkoi)G%2p_)}?PbW44}4g$RSMBGR;PBE#?zgo8_-*RR;S2I{gR
z8@G?&5%E4WU0e}X5Z4F*pNEpp41}VR9Du%_I<%zH+mW;e8{Zyx%OPnLKoPDV=k$h|
zyxNZ#g+lpcnvv9-zXiXm((*{=x~l0Nx$}E`bG|{zmVz6pI2ydLraN%DoYmTa>$F!F
zp?=`|D5%<!kbf#zviw4Qr>)-ViX0Clef|Z5-jJJ8PJoi5P3f9Kii3G*L;rMd$M-_;
z$5o@d;-fJxP%a@&cq-){Z`S?Q;DTvf;PbiJLj&u^R&U#7{MgxKv9&pIbKBLdPwKeW
zIlSfcbxIiAE#~6MQwvtUOxlOTb9W{zN2$)jM(pn{LT6lMRbI9^y(ENvw-%q>7b7z6
zh%u5)<Bri4Mud^ZCZ!K}Om9WEgd1Pc1rLyZr+^@N!HyrHS`d0|@HITXtPzH>&~>`>
zQIw)QjpGGGO+{I=Nql7*%>+D;w;knsGeP6@n4-6n)9n{4OT?_`PbHrWH`d!VHZ2&A
z?hTVU6ExY4MHRR=?3A|<fWFT+zRw12;Uc$zBJNEOv&ZkPmD+bQ>!|SqAuryrcy|oU
zdDDFUmbXOpg&=EpTP7D}(yKC8CrV~TLy@RND_EX$V`<m0dMhf+H3$@;TKq2gA?r+<
z=sVvEvHt)hleJaSU6Dbl(phSbt;9Bb#xtDm6xRDZ$H>>}h1HKIpkO4kg+_Fe3z120
z{e>x94RJgbgsT$Un!WcOEln7Ku?ZMwO;{?<<bmrrbt#FjUuXr6kv^@FKA|P8nM-Zo
zB8NwW#e@phfK){0!a-Un;SJHXtfcGP&+ayxF?{CSvs<SY6K|@$4=J+m;$flTV*#zi
zO%RQAPrFf1bZ3u16E0)mh!uaNjCLkb&7L=CL-#AcUVy38J#jEnkw(l1o_AJ0H7Z=v
zDlK6HH_&qhBEsO(?`sfHWR5|EcU{)+7C~G?ozhT(^?<%eX5}B8y4?{bl*<zmW|$GG
zWzQEE${po6rTBKK=dw2*TJl2NdFJqbYCMNB)T?)EG8Ny>(w~tLyB*12lQ#n&tWcBk
z3A+OXYEHVLv^)R=fX6e^=d)*L0((M8$4>k`Mqv5pOZ_Xx;)nDJD!S|tC-XRY!AAp7
z-}5!c`Sc@ix}GkM<NQsV{EZc2P$HAU=<sfA7{SuBu#~Y~E{Cy?vp+(f7}9l&p?oE;
zxgDT4>wyDxAe?RP(Pl(gRjk5JohEqLh=a%6PUrs9_F+0HDP&P8?m+cZK*K(EpZJq9
ze?r=EAcD|Z3xS~}cY~!sV@;1>@z<tTG>eOXl#pWd_)2SyX5VvK-*vT-32M|&j7zjS
zkM4R`3=leiM5sb_f`$(f6!>oM6e$*g(4G#ABHW=&ry_3x=jfuM)oQqy+2B%qoTndK
zPCjM8A{{VzJ&j!4PKrEE>J0;d5psqBsT2k(o{EnYis|%zvtd$$V+<~qbGC4=ThA_5
zmI<BSZ_n$jdT}giIgqx+VT+Q{%UIUriL>e{x@KiUK9RPOAn;qssg}k{<4UFmpkQtC
z@7t~1I!^8&yx&!!2MDQ($$k+qtA4}wyt**L?0oShCfAb3jAN*La(?w<ZN6orOZZ1C
zASjqQs5oV6r%}VsiI(AL96$1v#Pa2HmoBfTP~$5v-dlz5lkW<@(y14AKE4~<7<)P#
zi!b}ES-j8X6!LgBZ#Bh}GpU_ymQMD)-;H1?UOuLy{+uW9YZJ!U)`vQ(Aq!?{l*kQZ
zvi+19qUj91xZOs??B|QwoUE_iXP2~WBV(U_R6*?Awr^+qsHMhgj$-$EI7x;&Jfuql
zUJPWEHL-tvY|E7PzM=DRW<{Y}1*CLL+_n+|`-D9*8oQUB0}+4}C#g#3-*?Fbp%q;F
zECTFu+5C}_s-xl5uUglAQG$c7P=xssWwvY-5|0BN7y!-7K~qwWY?BY0cyVEVN1YV!
zVwpyPGzLN|0wTmvYofP_;>kL>=Cmp7{!q$8B;rgw$I^D<Lq{gMiw!FU+?X<VrH-`_
zdD)n+vSpsvS)bNfpU+vJ_bZ+TcR<f~Aja2_>rLya$QD%duZP~TWUl+te<vWWk@R!@
zLq6qA9Rw_O=A?pCBN3~hUIt235H?w#iTTk`b-PQwNUGJFw=1oZz(D2gM653eD$48J
z<Bdz~d8}WOfH8#P(DXKYVrq{QrUyXu?J@r&<eD#2l#<GI^889I>uYZ}F&vsKs;T*`
zu-#Hw4PcJm><PDcKiI5WllQNVBq9ohB!5HL{B-<5vF#zHAcUu*dK@ljLH*5Vw1<tc
zOJ53u0PRQ;BM!Fax}!rJ8k1G0NKY))_bHQFCn+mza~8?N96M1aYp(Ard{to_$+oiK
zG}g&yyCrcXRh>J<HneNBpbVVc9g$w$tTEdX0y}qdVCm4!#O0s29iFyV+K^}WWn2g4
zoV=6QLX_H|4N*fC=%vgFXpwv$XMG>5ciI~0dE(ieWNtjlq+1YjnEGMKVN<{2E2LtM
zUPYr9Rb0YS;JU)&ieekBtvx>q>fxt@gk*SQ8fS$mudXD+E2#}SsaU<>zGWQ8Q8{zC
z_YUl0%4l!UsvmXw4;r$fhLksK>zdiYFk6T3JN4>YnjA208|*7>q<RiP!e^3@#7atT
zF^|2Na&o$eAsXSzW6g!sXb%*T3G;2S4sTW3EWnnbOY8R|B<HmM{!KAzlX_`qp3?qv
zs<%ba$6!9Kpn<pg)y_;)D0RiA`}uQl)p#PXP+Kp=M@=fl0V|dA%#E7$<gcx{`+6#O
zeR5X}kx+-<lrxJy7N@q|H@DrRv2Hj#Uppj3i7Oo`uewdYWA{2n5`|S#z{bdyubbaB
z8+$$l+q4@7o|iUIBcS_$c;tL(J@SkfFWXxx0pzhb{?xFOww)n!CH1xP0RXbajmkCS
zdXlO|A_%U0!5`M<Q>{?3?@$N>1TSD-R0JiuV{J_B<eUKFoEC&+k1iZDh--?xIrAHi
zUjwL1N6)smWpnKHI-WN(2(%DUP;V38h1RPJ!w-MNH9UbyzQc+xH&g5v`i9W7M5`cR
zDyU?<8Xv$$;KwIM?$}R6(`<#OjT?X+Mz`MHneow{vg>#e5SO8F8r{i;Lvx>Q?y~5u
zW#q$Q*8E^YiH;iY&|gH<$uq}#@n)m)zQ#Oe=VeB^y>A+GHInn_3gRv@R0%3WYU{;w
z3o?$R;dEp*rjEWBL-;$Lc8pYSe?x<<Z61_;xoeHj#la+y4KYH`D?4kQv#uaf>y?&l
z^v(O7FScBq2_$_U`JZ)+L)s_&TY!9945y}{ASos~4-54<!CF{3Dcvaa*O9IVHsLQ=
zkkbfBQVfX*EwcqOQ;P<ms47HM3euLO{ou3?vRyxkGhtXPRLSa?*&&wRyM;JRWW-be
zBZbinn%H&GirYf&hOdGvUTDc+R@trW4Jkn==m|rU8A3l{WZ=6L(6foys4M{_ZBx-7
zCLdpA7%UHlHooIUNRjbJtj5?-ve%+%2(a~+$<4Wjy-yYXj)W$p!Ldc|=_g*^NewDr
zvNB5L^L}#VcUwaXfFN8I4K+STX)tSpjeIuJddmU-0^4}ahiSz;ESi8X#4a-4dV~+r
zA4f^IUF2y)#2QNYEhH@uY@Q%a66R3J*Upv|DDz5j8&}OMX|{U?kKLHF%Z%q+LEEL{
zF2>fBIqvMnfZ}jA0Uqb2h~bo!SiHHAb4lxRSoz@`Xkp63s_5+my-7y7^F@y*mI^^z
zDM*D%q#74X4|^%-3Ml;T+i>~(5LY)4i~y{hpX}$f_V`bQq>A$I6~m`B3>M~jds|Vb
z*KArM!0$w_;$K=o6EnA=3S}Np5~KOx#H)Od!IDh}p0{>UFWUUL466+%L(>5I>+QUF
z!-AQEke|Y&{b9H0QSg~&J5qZ4b?mVVOeSVI2(~SljwwNU@iy4^79NHr4(FSobVy!X
zs3Be=O%oI8>n4*)Ml`;G=^*q5SQZ1m<NT}FIKgOX_g4iHWN%ek>90xVCp}e>%8R5g
z=hBrA#0b68m}yd6GHG4=OUplGIXauCmF?*8&hmV)SsTWFZ;hS^@qH!-`KaW2(o_9F
zL<kLUPx$yfq6W$6#yT-|`ir`&aV(FbZFP%n?W!YWNvA7I{UG_kRiIAPSRrl=iAL32
zdf)=MpblBcDqIBSOEncVDdRq^8<WrvwYLvJ9NuB?RjBymv@#!1vCt3<ZRK`r2jI;|
zsLH<EG_ox^iTHdjM>1HNb*x}D7)ud+<-GmFWOkUQoG5ex$k!fsnX#!PDK1|I$>z8Q
zXY1i3Ig5{#1r{ALH4;**iH7Z$xMP$2Iv!tK`CBs%5ye29p&92xMH*?+@3S?ri?jNw
z0Ry%|bR7-qHV;4_HR4sdW@O#ffzG~(suCX}7%Hc86uVPJ=7R5P7;^glUPUt(Jq^6Y
zGzD_h<8;_ro!=~p7Ft|g8(nH4sC>0dGIV!DOAHajb))bY7q+qr?`p5~nlp3W_#PiP
zIVFC7sfNhSJ{U<PtBI8Oni!UGh({O51jZs(fgegfXtpca-|384;rQm(O41y09Xz88
ztzh#~opoN7b=<;P{D9+vdi9|(DTZcwdC(b~-ka8$P&_}W=j$z;7j%a+h87=zNYj3&
zB2ad2QOKJ6+Y<#2|6Yt6NCKlfmAAiO5Q4hAl?qDD(%f0s74;Q@oGU@=7kVNwYFI1L
zQ;S?jSa5YPP!iw*$tOASR6dGBd%4M};7ZTHiz-R}2)lxPPJebr!f0?ax3O&JjmF(8
z=LV@(ZYV7=n}ZOdSNzf1c_m4w*PISQh&w~}<U#6+zIJM{p(@jxv)ts$Q%@*Xp3y+c
zGU?n9rIeE0^f`OYk(kILX8P~;M-Nsj={WbCJ+?weo=1DpO)h#Z=AjKLm2x90l^TAQ
z@9WH3uZYSDMCvq(4#gF2^B)MNNKx=w2{A<H=?YAPU;cm_CTe3W{x<DOibyYjQ`oZG
zBLR}7AbQOLgz3k|d8v2HP=jF+6vPK~H=8E9in}N^bKSneYolxeJrkOfh;_JRo|4CX
zYn5>504QXOg)CfYyYlD9uwiBGk{LRm0&iH2F?Gf#N}*fpiq_pg6B|kge95I(yrUlm
z+!Qbd2tgjnE+4R9hqCB0KWq(l)spxH4KSksTI5~6%<4Z>0`y?ZuAZ>!NG>(S%s8lr
zt-yRBY&49bOVSapyOK?s$=k`YgU;q^33o<!IxnS3vb7)#Y=o>i+s^5AyXtPTu$d~H
ziH>IMaBI%YlI-K#;K_Lnimt}p5VQ6X$T*ZmK9GJ>dy3w(;6m4<QBLC`>qjbBg1<%Q
z{!FWbX?MsfGF%S}n2VNt_noR>qGL*dLLl~KL^2$gn>#fuoEKPY7^k*PP4gpclM?ZQ
zqBecbZEQcL=vC9li&D`oX)CLuSy#dkOdOfFLpG<7eSii*yNjDJP_lcP23Xyaso{3k
zUu*ZWQ#MkU(d?>i>-GcCdH>K}lDUk!)iGetIbmEvEVHU)JucY}><~|R?~~;BI&+vi
zTqa*<nE9Ct*_lVlp>Gfe<Iu9$^y2HfmZxg9ncAz&DV7{(OmU#v6AwBmU*V*UlP8?2
zVs^FZI7N-<;t(##KHLiG%P#`d!$^1@3LTye`#`TI<xcy2!;uiO_Vk5)p#U~t+A$X4
zC<X718Ht+!WXIy8SAp`TFfD8;&=!l~ooR7!@f!_VFK(gz>x_?~iU3Uh#)42E-X4C!
zLqNGc%1c96b)lk`RhY5P9+}S<8}1}D>Z@BbPv5i%7C273xcY(G*{`)s*=S_5L~iV3
zS=vY#Zz!bUXLs`<BZk)1M+lQ_BOmtJjWmB^2_J2tSw4G1_5SH`hB8FS{$27R{e52;
z@TiNARoLvjK6938OC;l7OYDA62WXW(S-pQyVP{P~QNZ%4#b#n>(o&W|Au6&sB$fWM
zmV|C8S5l6i*dOZk^i0m_(Pye1H1E(^$3DmK%lLE22u8qc?`*&$Tp2vm;<nc#Iaz$!
zl7G0XB!KZGRR*ShsjnGGC_RpQh_jEVF7V;VFN@tuh)?A8%d5!>JDnGw#RZN>G*xll
zc1-gQxJw_K>QJAV`-r&IB=j^8sHBSHC%0~V>5H0s$2O>A9~{hCu1_mEsqj%`al*T{
zlH}_l=4E?w#QD03^ADe+KAmL26;JnmsELp5cV6aa70I@#T^}LdTc%vgo8Xnrk<~Z|
zfsE#XU+Q7Sbx$`fybe@8S{J}Z_9ma`WvGFi`?F5>m8@>3EWI>BiYLgzgP*j}a7?E5
z%ze}pow8uldXr{y4C|7)QZEUQXebR7KamZu3>=LTj_e(~<e2XdwO%<wqxw_$#!*DK
zd>E-==i;aE`^LEJ93JaP62=wzpx29COAz%#OqZWQ+4~Hm0-2EIG@4<M@<T2t@q%G!
zW4XJyLh#$zEw0nhTa9^Gt^4W8to;jfXAu{d?UL@@Y!*L3wG+H!*wZKVw=g|Bdv;6q
zervwjlirBJ#-zJutfMku@twx>?Nws+cWg%Aedq!DD$yV*x@~umZ6cgcy1dJMuRCU8
zd97CQ3NBt^2~h`$Dz``X3x*V*90p9aADd;IF<ORwK(sXCW|!`&Md)#)cW;#EKulCC
zg8%s4W*ed^HbF5E+PTfsCRG5{mIo~es_6uRPN%ZwDmqC!&B}%BEe7)y0pC`pTalGi
z1UVC>7%xE2=%Kibc0Xo@k}H#FKW6hsxJhPeAWrT_=Y3&5=*5Sv0@q>)9culYA07o)
zG6qXw?uii{#jRJJk9?lb<~kz2oRyMqJ|wQ7)di-1ie^4)-?8l$|G4n&U8DEp!ZH{6
z8)yKzQG1{1s>$1X;p&ki*TTDZVJ$BsRRcK9i{s%_1dqlXY2rNegBz~AGHpeQK8!=K
zt3OgY2yLQPjc|#$${{Qwi$tjs(rBe4pvqyP$7_1`+AJwD=U(d9oD}h?2r_Vuy|-ei
zw_H&PQF8hi<_h}M?wXZ~3#%M5xLJqqvJynFWGlo}(389Oy}T=jiwtCcuBkf=e7qyJ
zBEkD$WeQe}gSt#l4&A7wJ4ex&3gLrHy>YCj%KE-!dcTm_4nI`24FH)`wsfzJgHWpb
z45oza;k*ZWaq!#2(H=!r@0c`h#p*1lAS}9APonlQSJhfR9}&~+(Umg>moIPHgRMQ1
zdof7ntGq?Zvg=AC$8YC7bqe6)QczN8<J9^SWzgXp{Sl-CP>VNF@Gh!Qd2Kn8Lr+H+
zaty;4@qz^Cj&ev*{AXlf%bfjnc%#>TL=r6(-Ham}(d0Ru%hzS9>!qUwf92iGE$eQy
zlbl8%_B5$Bx*6RIi%Q|L+h0qw1!(}e-!gg%$dh;?CXO~LE9$L>uTfBMt7MwL(_ebX
z&`T!h&QAFOSGMCh+$g)csw}%kzMGpv3)vp3m5U=vrvBP_YS!A~U|{76qI<Z#@ai>-
z!7+AWX<c+bG`t-A3kUuO4TojZ9;Zb_MnWVdYZ&xNKsN`pN4JIm?!zfM6EX*qsVS1*
z9G5~fNtLbjFu#zOPyRj%4QDb1VjMNUNa4H??R4h)t|;c_q&{Ds?SThXPuo{MnHPlW
z<B>CJM#HkbYWw?Cah!ZlK}z8*+?jw!aZV)SqjL!^K5?B_G0fO9Uv#Zco#sSB^ZICe
zQ8>&f<+fVAuV4dP7=<*7q$Z#y2vLO&{go}h#RWp}y!z-Z-Ac*d3>a5rBV;-35xO_0
zTPAB~$K4J?y9_NmFyHU967r{pawp=<kE5_Vzz`r}@Z)>Ya5ZdD7)yyX>4`rupIK7!
zeNTA0!L)BDrmo`gC9e#DIRjR99<0DL6>bn-q-Z4+)(^PZYD{s$-HmeGhuu43h)F`v
z?*05iGoooKu?emaLK>vakiO^RcMA45PTydbyf{%(j_S&G&K{nw&5fC8vczDI%n$gi
zO>qUvb$l$y@HhCvwUZ~Awi)@&6SA|BMaDhj3n+xF70F9J0h%!#vvZn?mH>(doO-vZ
zDciZ$Ivn4+K8ZBI0w_cY;31tkA!ynUbfd<Nwd>9$vAA5nx{?Btqu1t%fEVkN7lQB<
z1;T5K3W^$0#Gv&ESl*kY2d0ybTb=WEG=Lza%!=ck<K+sp|J~cq-*PXvsEgBPC^r!5
zq53smZ1waN1(I|cq;3L~^{OQgWN&1X*<91vf-5%?a_Y9)5y*2KFiv^7-#ix2)~5|`
zz8D;!4>p4zt$D_^9v)cm$8PIw5U>ZH%J)D4*dfdfP#39W<zBCEgKeN})YKGK6ewlU
z`91mhi4RL08Izr*qGC#VgURh>cfW>P>Ut|$s|W5^=uzPxkQnXX=`3JT-h6||m=ZwE
zvI+X^ijwq6q7F(6{B(80IWDCggGUu^xJ)l0s9tuH!i_Z2D!9jrJm~-Wo9ffO>k%qc
zSQs)USJwv~B%|JlN}-^N+q4T79!ZAY`b>!A0JFBtan-HEIIZo*l_kaNX+>Z~UynMY
zccseu<2M~NPwBVpq5as=h=%<A8W3@3m#8J3i8Ne%h&YqpdYlQvauoMpqV9ODn2|1P
z82VDUvmDg?%INL;v2kCjmC=(8<FfIs%v|U@G@q1ylKHWS=V_V0r7_KCC5zr%Pr^BZ
z7UvD;A=@z#&XyvqKx2`Lki4i`9k$EHXBr8z8ab<xN_MtO;`cB>Uk;ldeLe>0?eXgZ
zfpU3_bKTSl;wDZ~Rcgr4?<**yyi(0MMjFPQgTgsDUywWdm+(Q3a!7vL?S-5ocRJ)8
zbvb4as4XR6@j`h%-~{rXlmuGpw+?UmVRZJPIE#(&f;^i%(6>IuEWgPcL9<6-gVn96
zS2HdiSS?N+i4mUM_q(TY^aBxnO59e~k=@aSEqi2qq0Pc|^%Sw<xoHXIjDzbFT15~A
z0hOz~Q`SezB0G6i5jx@d+E99C-kXM&d<G7CoT~qmgD@J4_gO_A3=A)2h>^MTQfe&I
zPI~LjT4npz&CAiYy#nv324<q&g&9c_SNMU2ij!IrCX^1xdz!d~?7_`L3NJD$(d(g2
zMv3~XmXxiP;UI0A{fw+U@N@deRHO0D$@Lrc8OslHw0QCUtCR^w;1`H7Ku!&RYTSB(
zZl5P<$o;CVQ}+Xv+++ode(d}35&&#D%xlj0`arB;*dC3^)0I!9)T-0pV)wF@8d81N
z#L+Eh>kz~%AX;ZUbt(lh1n5@_);hI#Ch0UvFyQ?_ZU{W(h{`eN9m#{I(Dfv5A*1R2
z<_%z!C9sPiCOu=FVxY(;B=aUc$>>e3I@7!H<EyWCg;kjXR|9ATuB!+0rJ=<W%%g)1
zDtthIvx7;%`W9C}3NL78W3o=bh!Dib<XFAPa;Hywgyb=F1``XRaMDTvDx*EGmnsW1
ztPy3Rk3+icFl|zH%}*GBQjb-oWKC8uii~jXRXz`mpR*G>QT#C`&}J5k_30X;weHFi
z<&HGw6{Dk-T;TwmcO$2Qvghl4s)}(Y>2Fhp5pk5cJwnJ{HCKYu*A*r2t<`VGQa`G0
z*U)qIeA<^X9Z`Ih&9*UCb1m}q_I5vCI+*rbP|87C=5RwMwrwg|+TOg_Z~-#})V?MW
zDbpE_++MQy1~YXG*}5U!a(bRoW&lo+#+w&AIQI>{2arna*(Q2r5V2XSi!)t2maKH<
z$rN?UskfwOL74WNL56pS!v07fvGhyuA6QUiZl|B`*Gzi8dB85ua9UljzKyY<qWX3<
zMSQ6*L81kjP#&y<R-YLiw-q>0^DaKZKEKZij=(w6ljgkQNlV7a87W&slq-^>B@=?Q
z+oIr68IZ;Jsz;+%>(EY!OYC~Ou{G}5{v)@)l8TC}>K<K$I`73c+hk?#=2Soap>IrJ
z=65A(jw_l;)uqv@3s=03C~qY~OQQMrl3{=t2rJ(6=Ke4sqFUwlO|8^A)21xd*{IW{
z&LQHR`9al((`k$}s3|<JFK&I0U67-V(Co(}8=r{?#AObu(&O|V*>!=imB|3PM3+Ng
z?+bI+BI0@@3aYG$oG?{pHq4Mf{I{?l;NY<u_l9a9dpJ5J7bp!TZrs^vW*=Lc*nk9M
z_l=5^9xk0?GDI6Li`y=iz0)li=%&ZsQaXIm&PoUVg0W<((PJ~hW{`U1uVZ|3uV5^~
z72nFBM0c68L$&e6;!!Gauc%F$V!e$+qK}NTzeWceE1C+QIG!O5g~s|!*Wd?f*18Z^
z(w4lpg(Yf*#9j2eqy0qbwNw;yt!hJ_i_JQ~efg?g%0cdZ?Ck}pHI#){M;HRq0_lBj
zT@0zwo#CEI7iCG<`GXvj;>E9ksM?>Vh<bc#Nt~RdZWq=35+td|?BePi&=ujC&ZbAO
z-J`-P_?{)|NX$57r&;KS0fsMv*|q>o{I8rwJ-*Y5b1RCLR40hzsKS{=yo|Di<l(k}
zrm&Cwv<zXI(z0{YkUO@cGXM3t3du|6V66>0stbAt=TrJQr+xD(vsT+-QD&DB<>fJ1
z1@y8QiJS{FZJ<X=y5{Giyrzu;e0G9ugh>TRLRmzlYKMS3A;^4WyV|mytQBw|fmUnU
ze2SOBALJSFJX{SI^E}mdoFiT68r4rPUYw7t&>EQ(4D?Nn3g)}2%TcV!+%5|qHO#5b
z!$d3g9(~UK8WCQoY--oaD>*l=UwNc07jjXf&zoMKCy<P5;cWQvbrXh_r`CZHdOsA`
zg!iuMXx`$-r~s4}b*`88Ap@cDF9@Vp!Z~s$Hu%y$Yi@7DODXNAIZYGaVEOQ~BF&{@
z*pG+03f)76M!qp&1<Zy8s)zT}2c8eP>qZf89DVaVG~2zp-m(Z#yn)1~)TGva`D!dM
z?LIRfGR0P{7ZPB71}9<e5)Gh{T|Yx8X*U~9ql~+^5`L!b|AFKTl@eET)p&QM6V)vy
zoOecZz9w6;5i^6OZU^}~{u*aWRvCdniJ@FGE(O!NIh=+^(AGSzk2P{Eq2&F}dveFZ
z?va@svCU^osTb$>y3J^w%CXWPQ{YG@LLWXQMQYZh#vq{8lf2ASGxHr!PLC4dU98bu
zAymg5VK26dG}4wYW!lUZ!<<%1EYV9Ylw2AVFUE|JYjq|r+S5L(Yar3EVkH)<vqt=w
zx~1E_W`1u2cnEi%z#4s>_QAu%I<HH4)#~+1!&U#c_?23cHJHu*lgAmCBjIjlyHsN9
zUUeB9n*>*LAvx&JZwwm{`yq;ssnhDC1<LDB8r^82`xM+wldW1x@3%yfh$9CG8*)lG
z-MHdj9=}0DINLD^Ad98|&0H8x&H{KJ3=f<>Z`3!ghJ?;bC)-v$_@y5T;!Pg;@&$Go
zIqLxBM0LQ=K};ti8w`3H9Q#OT(QEJyLTdXPj&i!>;|sND&e&TjvvT@;weJc`=|aNX
zLMJk@mCL4(C`-5U=-V(YT{Kmai;yQlge@zc6O!ub`|=~P-E;hu1&ipfBEvq*W7A)h
z8VB!)I3M`qbX(5boWC!)lI*3n$;8@Zm$tD=IBt0orPpq5h5P__Zpo45XWNvBBBh>G
zahlCciMKe~nn`GBp6un~9&ZJNPd#fZbDQ*PZozGSh@G4B6lW7w2>7a{IsryhD<P{N
zA9h0@-s=L<RN@ABLmt*l(>}?l@OQ`&O~^sMX5!MjyaZ#&*S)8r9gzu7pLEhihO0q6
zE47o$!E}bM>)K3!(x~~aUH%=+nx&AwXupaN+JN(xRW3KZgbx~fMEE$tP>96hZh^q@
zEGVrkSZTYAwv4twm|FvczAN!%N00?klIO6KXue0B?{1QVXRXicAO#ArxhW%%_3CED
zlSu*ZbWf+89QeX0p?v_aag|;SliA5mlxM{+OK#@Jk2vh%V-vibMQ~sr$<{j6^eeaE
z%f4uDN;^7Gt4_}v{ZoWcnMEt;NwRFmu=;e!Gz2wnD^FHMv3yAuak%4-ZLYv|c*7u4
z|47r|8h!wzQ{rnfN?InJx5*SiTfNd2|INGgM1-?&Q~*mAVLIYe65oNiy(Kef-;2BR
z;(<xD%HqI-KkX@O<*~v<(7Fnp&gP2v{1t%?lTJt=!4f6S%tTkZ{J{iRyh=;JfGfS4
zkoCF^iVA>jWLSVkjq~P(JD3j2Yg>dkGr%0_wHT9q-*i^e_eqTH7oc{8w{Ep~8Yx0I
z7*7&#lJO5;Fg6laF5fK=W{s06_>k*45Ue?-LaAk9y4WKb%#cYXkywcuVvv3OK7@(f
zu%xJ&y9Y4>u8i6TSmhS_c>fWB!_sGdTn*lngxz?+rYu;VL%uLC_Jb*d71SyvufYyc
zzYA-#07z7LQR;;8+zn448s!)%cqazRw0|x?;iWF{b0Q($=f*okHS>>Jm`N_!H;3zA
zHpiqg&_H%VvrNz2$E((xfU{_L0(0<F=+Gue)JB5NznxE_*ckcJSutms$eb{7Ro{SR
zViy1AMtTsk3J0L3{)(>vb6`|4qoRR^k~XxL3GIFN;Fwuee!O~cs<qQAf^Hk}72ezN
zbJxez@D<l0*pf(?G-Hcyh|~&u&v+K|8w+pGAHGT33$BzxTxGdcuZLtg#5uK32kb(Z
zA~;s`EAEIC<;(rsA;~zQPA%n`sCr@m3aj{<qRkcWqsCivt5sxP!j9v5@KjN<jLbmC
z*|-3q<tRD*cdQU$#Q=`&kmCt(BROC7@MITKM4Ex0$b0dVP_JS2)3dvM<+mOCPCq%H
z2L*Lbil3cFkKEoZ&!}~Z1YEowwH4CZ43mup`a5PWv?yBL26Y9N(GpL3Q7XVeiFOXB
zDSY&8_Qha{t0QSOl1XkU+euwt8O|t{?9ubKqRUmiPAG%RetFxiiy5kPYY0UxnT%~R
zcv=T^ktrXb!wcEHe-*Lt>5MMZS!#7koG}I@rT&RO`-`X8Qqcu|8ivTlOjqhT57;hX
zQ6RN45Jf2@mj%-jmUpPX!6am^HVt*uJ0}p@QAKq70wWQakyb`)rXK;NPAGO2hn9Gc
zNRZsc=G<oy*Tmeby_!<`Md&kx3S6__S#xbBW09x|<R&wXBt)KSq@lZ=&`9&~27MZb
zjMhjJ_8<aQe=Z~>BAJjNPZ~?CGO)yl8&>5LIg*q%q>y<YW-Q!(wJ$P{kQ`1w065`o
z%to^8Ak<>kJ<qr%lFw#l65Sw>nVWt>i8g^&OF|EkTB>a$J$r1b_Id<*&D42Rg$Sz=
z(t>SSP}1(;4j;uQR0CdX+PO)NK(&c5C~S~W^%eAV>Us}XSLZ=LCCEHKky#zUz_LHc
zwBai3J>uP4b*2;Y5MH8=Jr=V_#2u3u+pWVjV!<`yJriW|P8glwtr#vcUTZHqmJW@Q
zo>LLI8pErOBg-7buhtvzI%6t(rVMM~1c{n7#}G?Nwm`vP6wabV{GH8h0F#LLftA3v
z<NErVg4$}{>1qPr#l0u>Qc>2<@U!!N^keH&`*`ej6$*fc8owuQydbW7MflP8vG#u0
z1OW+{?oLt#$B){DzPiYrGJ<S;>wI@vP;kqHG2!3vIl51llV}59KyLzl11QuaaT`@6
zZ4D!NBA(erPG!$n-o!nfs>$*$`*UGWNhy<hNUG9&;)mAG@f<cjaAo@#gj>`XZ0QP#
z-VjiCgPV3jq&XeHs$#tncG-Jn*H0LulGLj7y9KJs>>By`<_Q>M2k!K{20q+c$%8J=
z=P`0rhiYDt)p9B&fc#>%LK25*03=3?_oQEA1~^inf<KALN|`$P;2%T$V9{-QR?MWq
zy;UUwUuQ__abT4vEtB(^2<g^MfpaS==3}SCR!Zszqo9}{MO#5DDfXT}zUlyDUoKR&
zz+=rj*Ia$lIs6XQ6>?OXHQ+zzXWHFai_B*yZuHs|{k2YnwJ=)_NV&RhOMQy=i8I!P
zw{X&ReA#PsY%TI$icr}S*GBrFgJ@!qR4<lNn5=j(_T|u#vA~q7aJHt;XhxNY`=jjU
z(Ubp-3tN*$bYT}z)_47kGtM7E>IN3IcEI$;C{`F}6dJ{~<}&xG>sAo3p>)p;$g)vi
zH$UjWO^Ce#7~?Cd(HCoY)8lqaaCe>mp<rsH&VcYQp9$_iM(BjVPnsWy2~HcSHOB#3
zs8O-uR0y(}AMM78Z;r%`oaw0LJ}yP*=^n=*<WB>TbfTW;Vu0Lp<Q#<M)WL%JFv|;`
z)>QlwRw(0NJ@kS^^47~zx9Wkj$9ie%6PLugKsG*(o|48N@h3^)U7BQ-d3U=o@RnQ~
z(g>0|-n~yYC;(qqe)A*zmq-zyv@x}t4*pCT&w44UW-MO`x7A+KV!Ayh(ME50S&sQY
zLFPVNYa86!N}?~7@n$^Q^0#MHWjk_Z1Wy?Elm=nQn>b4&giRq{sZZ~9qp&_OPk3f(
zdvP>bupLQN8uRD{4e&`T(sW%X!|7t7ibZ?J2t)Oc-o;=<cc+y}D{e8BodmHBM$E+6
z<Q2;xz<LIkQ!kGoxlF|m;M-?UXoh_1Bg?M>F`rK6PZ@GVh#ixIu}V8<;xPGRV!stR
z8iM??=6MwE;#wQCLM0x7(cA;7!O~?v%p@k0qG7kl4yP+A_nZoSKK1Dg;gSH6ykC3)
zPG3F*3f?A?CkZ%|4gc+xNDj{FnYzU$RbFa>3^Rcfykxr3AY1U<E}sa>`@4PNpf-mC
zjM-sq-__v;kMHix8_wR+x`KlM>PR>$u}1&T^U{V2&Q1!>)U^&o$6d-g7zl@+L2DE?
zeBtET@WTt<rGt)r-q7=h$qv%VoSnh-nV8G9AIIRCMXQsm-Kr^qfPN>_C?$rfn{V5v
z<`?<Pc0`5ih{OkVQkW=SQb=8Z+#e1|7biR^pp2@^hD>=OaGBit7N+n*m1y9<2q^Rt
z$fgGvhTUJfvswx~zbE%AkE+cKrR8QAV{oMF>&!5U#2~LmH<=b_Eow$Te^a(oh$N*R
z6foh$g(Pv3#b*1Z!c;+7fH!=n&ru{ccF?$69QQKg3D0M7GdD#V;gd{%al7N14e|Sy
ztHPXBO|O2~y^;^S*NYmN^MlCJk}ZfI2b)}49S%aw;m~(b5ETNr)Hp^La$n@afec)5
zat{|PKG|ZQ))0T|Vh=t|cbpJAWZdIMl--<7ZkA`fQP?ivj+v1-$R%5XS9zJmu|pPH
z(47)f%eH791l=v@@MAA9lS8#U|4P)4rul>(URCWg`Y0tp@62B|D_K#b-vsreAoTMk
zl0-~JvHXmM&RECh0}EsXcSUX%Q%_KOPQXrwY0nE!ch9M%`b?W;-wA;{#^WM9*iX!A
zbe)O)757#`p<xqBcM;fnB9y3r$&KiJ%~{06L+LPEf2(3>XuEID%3^ckVg%umy4Xdk
z8kH(ILwmBzn)9CODffpPg0Ur@3&dTDQ3{`4Bv!iAk}!zX4O4M&Udu=lUEB@KaGrS_
zHPWTKf`YoJb8yOZP_Pyuk>(y)9E1ST;j~M9R=IKK^}Kx={$8r?T@7=7Y%t)eL8+wq
zbq53a*!M8zcQj>oLYf^QbBgSHE75i;zhn=vE$o!w909IiROd^)N3n;2#B!dAC95j9
zIu)xfw23vdLAr}VCbbmuU(fpNZINwsYtz4g7aXBopp7c@`fM>;%mX{Du!oV~QnzzQ
z8wmpo!~d15Rr5e=VMMaEk$wu;t)R7|i)xOj%09@L;k*x^{5-F&woO@FxArhXT)>gM
zcoUFAq3mRTrgLCqq^h%4K&P&z1N;#=OPY5?llHyb8v8chMsUn=k`haSv&k*f*FnJ7
zC1>Ztl`ur6X{0x%x0t(*&m44cb&X~(7S)e03z>FV?3}T}@7~|<^7X0Qe2FW6M+HZv
z@%gLHn7T;H;K}C;9#VgZrUEGR5DWr8HzM=oF9U^XJZP!@><Vd$L`>}idlZ+^8N69-
zmO`$W=iqciNu8xWDd?j+zF>im(okF@UL}&`*3A};Zhe%Tb!Bd%_V^P6@H|2sYiHG-
zC@_-ZJ=LGI@L$Y<`kQ-wv2hyl16wozR$lp6K?9TURnW{;@?y#1(8lkWy?7!52ijwp
zcy7ve%*%aW@FW~H>qP0O8S`b5?}J~15C&s1zHnmwOqidCT%r4YEBYO7VIrcqp`_x$
z*}BUmajE?zpT37z2FfQ|FUy;O<|rWCQn=*hlCRrxi37urH)Ya@^WNqTLXlyMZ0$Wj
z6^m{Qz$V#INpze1LD7=|C(c$jRr*dbI2A1aUipn>_xuL+%#wt;c<ARJ04qg)aU6*4
zvc3=L>!R4aWx;@<(zVY*fQ2S$@ro|*uAqlzD5MM`F5*ArFbNZ%s3^`L07-rX#I(Sx
zq(|}y0RYe_qEE5zbJ2UvC(pZ&$zAT>=tL=k2*;##qslf;O{=j#y|I~rTw_wzb%D73
z7$%@_?W#K#IQJ}DKz?Les_NOoik|Xk0F#cQ&M>Kn_HF^)l%{eX@j8~nGZsTz?VI}n
zy<N6L@fh1Pev?Chl?QY+`VPT2C$8#C4ub;8=qybeFM;lB=rUULDv4@vXgP@{K;KEU
z?z~%OE<ebd+L-hD1dM~;YHk!wF&QK+fy~bzpdI)6!*bI{yA)(_(q_kI5zB;$_UOXD
z2{{s+84U`P&I{BcYp=$x<-4|V3y##bY|E@nIT{E}EB}C^u&$!D5w2>u8w?5S7;iOx
z(rNh$YS*P)1HNamr#)rsJ6=+8tA!&u=ltOIfu&-(ctAX`$dAUU9zC`FgPsE)rFU>f
z%O!mS8z0vyQ11(ecEIBBTJFx*+X3g@Z>Klww67pE#OH|;ebQ$p2_?BDtfnMh&1>C`
z<7-KnO#4?AOGsqfj_O$VZ3=Y3Oe)lOiw`Y~a*-8}-o^u91@bsri-cdwWYvbhtIOQ&
zRYx-_t|r0TIoUMc941<nPYN%gfBiDEO}G%09?q+tRsAYPVJh*(CM>og`TSAMDd-%t
zo^+H)F&v9}LVd1)kB#b9s-7%l=`*6H$iUFs;Uhg#oTLIx>fT&vP=$yaWb}(pL9f+%
z4Oe&6J+{R*KEc6FxAY)%I&kU=`SKjV^dgj-?h=(7+Fe38K<E^&nz)(xd{YRiWb)8<
z>S#isQe8r@K26H`c8!xGtIuV}qwwm~V*(jr(qkuVj8Xv=t>J1>;n88$+~f17!bi04
zo>N)b_|rZxcGmB$8O-wdWzyxyXFXBw-g0wlPp=TrB%4=L<LYGA5WM}YVkP9J;!Tng
z2ikf|@TBgzzD%o&HYaH9OM<t6K573$e_Kne3n}&f?Bb%#!rGZ~>xFC){x*fG!Cu$r
zOX5zAtDLu{K@NKYvRE2HO?<AHXMXfUa{+b820Q&DwYgmpK0<6QbDj*HvUK*fU0`cV
za1$BDd$)cy2?REoQ<x>_kAvFebo@jqS^Zv7`Ze5F&g_=s&4oc1;-6Apy<RHE*gX0m
z9@iW3rN3rFho#fBf2u#N%;E=b#XO<}+?u>+s668MwCF~f!uC;p=8C9q6Bbk_UEEB6
z)QsonBj%D8B)SQY^t1pe1)_2V<(H--PD67qE>4ia;5mnhq-IldzZqS6=?TuQM-j>p
zugLf&Rl`|t7{b>l$U#1DjI(Lc!HrjnaeCmSl3S!1A=Nw}5`22negW)Aa74WBDx;NQ
zxSOS*R>b+P59kI!)tp%FisRmT<%Ryhi6Ckz3!RYaqV%&JY`!Nj3P_uT$FzWvz;mJ>
z-F!!DsU<S`^eHojB!XE;eTR90Wzxr_#rN#6XO4`?DD>itiuSps%NVxsK$Z*lY`m-X
z+SsNi_Wxn;Er9b_mNh}4#mvksi<z03C0k@MGc(I#X0n)>(PCz1mMmtb`LEBp_q>_C
zZ+Bko#_VkD=}<@&-L2~GtjesU%C92&^EGQUNP@TGWe{%W1&urt4*ZRvx#e8)&UsJH
z$z)Sjz_46IW4aTtk5OWwgAtQEC`C2L>Aoj&oUh91>E?93*R3+4Lfosb4X>0hDyDh$
z{?w-Y44&<hf^w%4@?BZEt*XnE7#hY3&fNRKkn-$Y8(^MnoX2BCN(5Sb*(={581_>`
z$YY2YL-we?3#7LHQJ%n`&b*P8^pvBAR#=#~{`lc~cG&>_QnLUm24aK@!kQRkkZ%@c
zEdGcXOxnP&XL!jeEl+T3h=095MBOcB3?&`$0{!J7_3Uz9Hu`vAn!J_m*M3eMd~xbP
zB=>Rz!ew-`<e-U|(r^JsJh_BKjSBrIQ68wRVu0W67@HDItU_T6?mjdjzPt3X=>ljI
zikcUGg~I@5HRz}FBpokE4MQXWd=WawSMoy*5LIt#g6W!{*?LY4EeoVvQTzQN%smM4
zu`MjljH$RbpA$x`c=<(z-PR-n1#w`XerO@&9*AQWB*%_$1>*TBD@)Nrn2ClIk4Rn3
zu$0YJ9RuP!4C97QD$8SbnafgvFyJX#Q}0?W^ziS;o1!jmFpY<=bb(I|dg<`SDE4xr
zu+(nvlo}@efZbQP!sA@L?&k0m+YBFa)GJDi5qA5qWuf{c707X+?MSwmOrps0Tsd6R
z01N!5<V#^eE9|Hw3eb;O6d_i&q$kiwcwJ3vrLo}{l5*QkWxf>SsSbc%ei&y4>H9fh
zO^2tZYF!i}*HsB>pZP_t2DEtD#TXCI%9O8F$HbmGT;0=};4~b8odd-ur!QM?!h|lB
z0Av%PQ6QCGXG@y5aZ5m`QCdsBafn8KQqB{Un_twbPoK@|^99e7#tE=Q3atE>pXfbQ
zI-ll2OkAB9p0eMMvKhE!ocrRc5>^|tXu7>YT}qwI)w*Y1Rm$@7AU3e`^GaWUu|4&|
z-7v+p8-6ySR*fkAV1Z-a)dBl#lwRn2h(u`t7pJ7jO~*5mkx(5(9Toekb5*FbOoolw
zZ{g)tewVL@06t__^A5ReV{HXU*uGJy(=ELdfr__QbPXU;W{{+bejE+jUO}vFw~edb
z`gE=GJmV5ajw+RQ8K&7mbvy{aXX2lq*P^$)Knuv%c5(ft`~`HA(Bc4x&eMp2P7@jL
z{E5JEZz9F>fT6CuMgeJHX)>9OM6%!)CSbpg*4N^GxCx+kI>7FTM2lJSQ-7)aMZHvT
z$XBN_DDRhv^4LxdR>RIa4SPiT4e!D`+#q@v%(!RS$CT6dz*a7~)KlyZUZE5#-t5C|
z1dHt)2>2#0@4yA&nY`nYuixU7-D#xXu9+`T!9EX)I+ZSwn3m8Ewk!riu?!mGXcos{
zrShjyZTu4MQ;t^VGwW8AgRwF>JNzQwilBZ7ph*llpX~rWTAf~^74(885;k;FNWC;|
zJMlpxMiTf*)Jv@YZbb;Vlqp7}aDJA*P_<`{=r8@m?H+*Lgp;b5COh5~271PgYzW3>
zMqD9Ce=IJ|*;_yYGh>A@peZ&4yUfoci38#hT%}esMka0Pc=I}$+WrlUOxj;bD>{sU
zPq(^;85p6Vx}GB5Q5edpn+A_R%5R$G>XS1*Hoan2_b0NO3K05BRS0ZfuY0_QyVyC2
z@3AqgcpKi!3n=7uoT;>|*E1N|49oPER=oen;hSW>glO`$FM)rSlsJ;y*Cq<=n1&NC
zd<DsarZy!yd&A_f24@eIpLA_hwvj5w^RsC$E!^iAyn##;W4L3J6N8SDkB*S=k}q<m
zu=6)!<Bh_`X&gQA#lFx9iHBdMqD#c5Afcl2j6UAB5W+w(Q39GE;F6qw5|+P~?r+eW
zXByvj7C|$ezK8e{-I=$S7kH}jNprWQI}#qUnS^8xR_!+Me0il*BKs$Eiamwb;F!Q*
z6ExogQyd6Seq>BN#;!9&vwnqz%jsxn5v6{L+1`q*{5WG5*H~nzEov6?jJ|&=`ZXy8
zS_%p1>&4B}Rgp}PHbjF6QKGLuY;sTKV=(i1fTG8azCT)maT*Yg8JD+zP{flZ2<O&h
zXK&#P`BHKT>LSv$VWv2{yt`gGl^cIfco5V?eX0W<xdZq1jq=dr0UktrN6TS<Q3&O#
zWc<|Qn$C9$T{iLA?T+^($Q*IiDAcXs+yS?}LAd3rb`odP%hZLNNA$Y8soWSfvYGff
z+RX^c{B-=1aV1CmLnROwzC47aJtsn|D8YFxF9q`8Go}8|yhv24y+J{|izR8H0)Y=#
z3nVXJ_v5H{qc<4GS2DYCF>ZG9jNumF+VE4A)~Bkc>{|y_99diBQV3P&?5P(?0d^7Z
z5#Lc=qF^RCjg0Yf(RLXy@z$!MFS*CE<lL|v@?KO?p(a{`eA<wr*DfXn&9vuk*Km@E
zij_XYPMO#G;dfjtd;PtYaaW^jFFdwv*cHe&*XtF@E#`jA5!o@Lz;EH<@jPQ~`YVB-
zNWn!TZma~vt0Nsh;k@o6@nY)F+Qu3Kv&XOA9{L$Bh<+6{PPs+JrqWxGpe_K~;uRTA
z3#xJWxqmS2sZ7{&$PjSTe>h_3&_^c=sZ4Hj!YS}B*|jr38#xl&S{$q=;qBeMp+b{N
zri+jzU~Sz!XYpl9*t-5MC*!33yP@hAc?;n9#2ZDJXytlvA)mSRaS{Seg;D4Fwi)I3
zdd8mq-n_d@3h=T^IEiO$3WtOCDyLV*xMa7l^;B@NFj=OEPnln58FBGCpzUUKd?P)q
zcxAAV{2W=ZR3-+I65tsuZcW%HR-<5%fr+Zu0B*qGqPipB;s9p+R8Ynii_IUFi0NJ-
z9^xn4>6E_4gXhQ=oda;j(c653&3#rAH-WF@F4OwxV??IPA-lu7fo|<f`;66jYD!Sf
zV?^sjP(H_`{BYi_D0?Uu<9dugy3-cS8+c?xkk|$F3td6^q$J)1yC@oY5i~=yky#1|
z^@4|gBE)~OPSU`Hfnb`ogy(_MH71K%Z5L&exv%?@lHs#mh_ou_Ys!qE$o7nF#<jLl
zwFv~g7BfO6o}k-0jmD_dPQ*|uGGz}Um=9rQYl$SaxlFtc_e68FxDYRNGb~wIn-uKy
zxlEkFvrb?uM+_Fj85Z@b?(@vTnI^UNe9CYy$5C0josy~enQkVmDdKs!uT(aDK8sZJ
zFMfHaAAxR|50vS%tUkGy<0|&!<d!8dxk<BoD_VE&Yi?Ou^4`u4%+Tb}&%KYh=RAWC
zw@9Tamdz8dx1q0SpocAiJmQ<%N@4+#=i>|U=L;R*GAPbX#x_u^n!DXdxK4>%;zKEm
zmN;)1d%oV>tz;@l`-&S_JwVAnqN}^5Z=Z-TRd)rx+?t$&#Zye_?wkp6_=2meil=+;
zi25q|huCcdrCY_;$yp^wT4Dnk)$y;boAJ`>rt(C`j)h@tlE=qR$-WyHvjDcy?+H9(
zZ+U!}2om;5oRr`q(b@Yor33@<Ws;&<f}M4+xL%-72j<-&ZrqDRT~SA=N?woFA>#Ys
zrE|8ThvK1?7n8u7lZK_)t09S>)UcMwce|JFffC+Ek&R@>Lnje;sEM}_P%$jWIffMm
zGq+B9%3saPdR%deKi6kb3g2IA2Fd548rWM^xG#Dwjp<EgN?;jDKgQ;GwmL+t$q(6r
z`Uj7iv;-6(f-!BngbCp8n)}bAUiT*Ki!xEAaLbuI-)aW?9C15sC_ig9Zl%aHK&gdL
zkaf;EDW_7Sc)RvMY{A6*9Kq&;v2sS7So{F}@Qsl;jFXcdFT7Z@d=~B0F9b7&b`2f=
z_2U(brDree7U*$^D9i{_K338mDN(RQkU8O`2I2~ACl-pZCu4YTOS9=879*i2_a3DB
zjT-UGr=6f)q?m`9E$uHN%w>wl2^!0c6a}atz~2q%>~qh<XVQZ%wbFV_IO=aDl%*%d
zI8D?#hs^e+XSa)fAe$W|pu)hd2<fB7iVJZ+=T+FatFASZ(hU?zBP!HUt1MHiVv9yK
zQz%=7pV=iYP<z5P{y;%TU;5r{v3WHY#V#HNOl#|FAaoEM<3{`gxRldruTbbK^ugQS
zDyj+AMYw!l>f7lAiXT7IPF>KxZ7tC76bD2imjg3Wc2_FqD4j};N9`~{L-2q=06uAd
z%2XEi<c%w-k^`*_aX!#DN1XR6*0*LBVZh!o0mY}0qi~Pfr@mdEmp(&d;rDiC5Jdh9
zP>x=4o_d+oJzO%@wF95jQ>~HHd3=*$+Owm3osWD--16d1eNp%fjUu|zjN^U4e6odM
zNw4*N9WoY~iRRi*v_oAaI=UE_kdjB59tahF$&5r5l0v}#%ByAg8Yly;)=}o3qiNdg
zTa*qfc6A*t9@DaG@|AeV2?`#~@Li<5a7$(rUZ7SRoMGdBU&xn~W=6b*WF^*}9nRbq
zwhc!OOTOoJ&8}}Wgbfh8H4(`Sgx>qb4aFZjz^*4pDmYl^SZ71RXG<RS6j63l7d^Iz
zZxpUKKz7wr?R6--+#a9l!kY#hcT$bbbSW5-w8}aVEEeOj9!@S%{nM<vf;_>a;)viq
z86RT#abV?lrlhkPxpZ-s(UZQdx7FipGqYqIcb*)f68d;7{X2n7R?@>Wg=miFsF`jU
zN!G0_i9p>@sD(>z#zjH5N0Vtm@f50A(638qo5LSbhF)Tl@ceCN3Bd5?-M+&Oq6_ow
zk0SCQdIvsZlf7g^WiFaS;b_UXf@$S)v!UzXZ8&4mV<?5oTe8mXejUk714D}qGJQ2^
z<_}2?_Ig58q*etR?PbH0P|`vq<93dws58Vid$GK-nK_HodqUZCM3-`ka1?fM<<{2^
zkzOJbpUq}Ba(I49wP5`8I)_bwY=EqlMkX_{`JItyvNQXu22Lm05{qVicVOO;E~pvw
z&IZ~ClO}hwWOdp2Mv2{%tfIm7o=!ZDSmN*jsV>nZyR;hbW_VS|&vHmq-Vs6397eLE
zs}g^7E&#NwM^h*hB|3?SXxFVsmMs;@vl=7gQ!MBbUdYAEk?dggoyhKSY1)X{0?QP5
z$1mHkU)tVs$pW$GdH9L^@+<3wv?8`Um;%&y!^!e4#PsYHCGL1hsAE@aPCiczM7@Q<
zpg`<l5fYq)RJK10c2MMr@jRQ2iO#RaWe_znsmV1M$Thw=(DJfph8`oEXJbv%IgIUP
zsV)qZwf4Qc#4<4!zL1I)B%u11!ToAr*gSnfCW3)W8sDK`8V;m+Y(aT|f8E8b6QhRj
zAaX-IWlitcd=2(UVkT};LLtBTNLA>1=Ev=_?vt}R@0X7hpt4hdr>UN>MXC)NR-Axd
zA*tzd3D1a8WHE5gc1IhGdUj7%SD&<bP6esS#Ad9mO0TQjr7(mCNd4}~-RjJaO1`fb
zDQ+1_v!R*?2&{la&Be&V6_Z&rE2(Vf0hN{3$s(~ACiglFB;uP2YFg(I*av7i(aw_X
zUe<xN?;dA-iU%Z19AepJDqSo+hy3UDJ>PvCU5Rhfq;+54Bap0wFm1cx+{cgJ7-m&*
z%7<rSMXC|uhiHMqKS;V4nvO6nM)+AOuWs>XNokS@fWzK~JKS0YeoP_c2^E<}QRaTS
zSowuy;ye-U`&00Hf+t{{F)K&+#G~XFbMQBbWk%@~e`rF2k<#Jm6hJF+FRl}Gp}>SZ
zqlHOXOf_GWs<yNGZw!_u9@?2LSh8Y4em#aHUyRhC1W~t8^i4@4&Kt(hdya>RuWM*v
zmN^GcB`wHhTrcLoA?|$QxrVp8-~CbH#+rD1#PQBE<6l*Q`2MY2JpyOh;{1KQvd#%P
z?6BY=Kwl?7mTNB;%(VK#s@5}ICIF|3JRbC58ot~evBOOF3vB$djQwW+9)!!989x(9
z9XhIz+=YgpD;9g|Yh`HEXC-TwMnZTgLe-e-2z7dV-Z!_|vca+~){k9k2x^$w$@A5l
zJ;(Vww4aa5PyQq5Rh+gR{L|d+xv*G*!Q|~N)AedLbs3O`JPl)CcK4s?eO9<&Pz+q6
zcfeCE4{xv+$GK-aEUMYal~t+FY@!;4P{txWLevR<eiUYBw`j@;81mp3(#5-)<Rjk|
z_-Ae<<LrN^8!-`gBoAjxc2~X$BBmrL!)PQU;f>xoB)(pITfKYme*8pF;%Ug<1SCh*
zsU;t)lF<$DZ_STW7M8_=b36A%T8=kapY7PPGTTgawOnMTuajwps?*+t)vIZ*bK<s{
z-C%FApanP{V7Bn{2S|dPF7WW^wH)<krqA*&r1^6td1Dkj7r^j+*jWW#o&5}a<8Je*
z6KC(;yG++FoW|`Q5%uRizU}CitCFhI=!80e*lKO*A53}mTXz|b4i<RaVt&Q~nVc-4
zAaHos{^Dr=)qS=sy5)AI^wirD8@w&)-jQ`fZmsf0clCDs<<6XIpllJh&7hi3S5`K&
zMaQJgbAn-+(R`slbDh9VMS0AaBz+;<v11v+K^vT{u3BagfBE^##FIvfe+L#-4j;kk
zd;!UH=B0j)`H$g-e!<d7h->`^=j|r(oCI5<JFJ_7L+!MM%6nek#*`av{@T6j%bF^O
zO<iBtcY_TV-bjMzO5MY~Xl(*EU58V_-Psiu)&gUlNzRrmbo;lh1q8YD`?}p*if{9i
zPeTn)4o?Bx-pOXOlkB~g(pK$@Up@K4j%LPB=-Whv9<lvAHzpe{#}OZ;WYXV#^ukZ#
z%q~x~bswA#-<=o99u9rBj-0~Ro_wjKb?WZ7-lDCZD^=Cy3pMVZxz4oPJRgSDKX6v;
z>@trgFdjZyN7<K%)4i`E7q)(vbjlXoDh(OToW%UFTfi6WxW5~;bLG_pL-!NaL(=&B
z&)+2Ydlvk^!w8%BARqk9>8tYprc&YW@`L}VNyx;&!o>2gQiZ>fxc|peg-m~-eAE9=
zl`3QcKy%Ye7@3)v0)W&RSOA3#0f6cDwl<akAoBmqQiUvk!h-+jsICBn@_+OsVq{=r
zXao&_3;(kMqbu-PCWNb6f7)PG?l*N6N2~CMW9>N$gLw<#mJ_tZJL-jo3-`0K+{(KZ
zH88>aJf%cpLgEf+5MoH^z?c}sxEOp12_jxUROB_?6b4v_5tmNyPA@t9tdNJX)a!|{
zk96jn#-}s(i%A?{_2{4H>uuWO*@GGEAYE?<Kjwt}Uc`S2m%JPf?M?}ogaAK8`-Uhz
zOvVoW2vI@+JtqK0C^*k1i55mE!2h(y4}veX&M*FMzcg2CWB7Gg7DZY2g~%tnD@Z$a
zQ@Dhth|IRoo(8A#$^PWR-3IZaG3gwtoo+GVR^d3U1QM9!#APmvk5W(wb!YXn5m7Pw
zimEGR<UMR)`5RfP>fqgGvCwTOpWPR!_68P1l2cXGJ;*WHGSf|Vxgg40el<&kTCHT%
zhXti%84(6cpy@nV#18YXQo=VM(Y^5|R>-hiUlpA-o#&?s2(Evapz&624&2tdt6yS3
zlLI<L&BJWqV#7G&yNY)`6Q0~X#0lG`@=|}>(hX00=zk46{=s4n3DdfryHe<bpJW>N
zD-uQN%l+AEecgFPcg5iw_)(%DJK8=pPlA{m2#6K_^qVeu0T$6nOBVS3V8(Gge0hzo
zH8os4Qd7c>!f{gSWqkC5_ZktA`}tI#GeHC1Wp-Njjj-B0BZPA)hG&w>;@pnOdgbW(
z4}clI<NJg4iS_KczWe%tgiV*tJzU^4)@v7Wm%vBB+`Wh5s=N&T*ueuGp};zu2-K%7
zUF&`Sh7?#DOo8%bKli!HK$#1$BMl$n!?ZV}9$NS)Mdnfg+hO*;^19-%&1d6s9JwF_
zPhm4&s4?Xv4XqbnszPia^9XDIPKj&9=rqZ%>ofsT_4~=7&H5@bC$Ng3({6Dj*~8>e
z`+Zr(X_zpdBfgX{U%r0D<;DdQ7&a%}=gG?VqPJRdwCt(STXyt?J6&as*(qE#<I>~w
z!GUDw^aScj>v}#*ZN(v+I|b}(A~@Zk6BzSlD`=Vb#Wl;zoNZ;ET4l7u5}$I&Me%I1
zj>QKzr6sZzqxjb`|BPdXR~CQqBS4+skF70wR#sNe*(SYi5M^|_<}Lr89-)f$gM))n
zy0$TvE*Zd0MQS6PgGotAG*#_NYNn)W<r>>InY^9L<d?QGU6GpmcZI}W$osKfo0IOF
zZ&uSO{FT+`omi<7M)L%aJ%NipLz5+zl;vh$6V;g+?bNg9!9O}EANY-pH~3gPUiRwo
zm1hak;~O|g1m1)$DJzPLIqsJXd=5`8040^#oH<pf9@ZS9&0ZF@T{3IF1L{_1x$b-~
zd@>>iVn)BE0Z+(sKQ5^iBI%|dt%BZ#IoT6>9*KLUk~E^0BlWWEV#|Ct17%k|T|QAq
zxli?3)`8iZ15Gnc*j??dt6hR}!JH!3i5WBP+dSM~V%NW8b4^gX5k}xO%mDwqpW!e8
zjIU-17O$hG=6pLXZZZCSFqT9d+agLafschoT868LLXJk=CpA}Jzyr62&+w(UFL&KV
zX4QGgZ#;M*rgu=Tm!0H*RW2kxAtuLhIF784a2k2|Adt-GCIX*V%R+*u(PpzVKfh1o
z3vI5WxYKSd1YfOb@>0%<!R}7%aIr$9*8@9QSLxLi=dwLqlZ}c8OsW3ve8E$l63wLp
zRB(DsPJKzq(P`ZzTTocq<7F?x3%8WqwaeLxs+H)B%eqst*_DRKk$4$2*r&&>+FHPV
ze(`|7X9@h%d)b$B9;Ef|5Pme%fe&*UtJjpz)rYXMB3j|2stiLans883C6^UV8*!J_
z#8KSm9Beh_C*8Bl%gZ5n&M9W$%*JC375oPZVScj&V)ft8t6t1$uCq~|(=|>cA=f#r
z(#;0($U!QejuK021s2wV$2M^2UWrRq`&62RC}=io_ulVLSXAn%$UM{z)T-8XPS_F(
z^Yc@LM5S@rtuuOS>{BY_v-z}8cCPl~<u~dE*Y+t66h>-9iS^eCXR45;_VZ!|aKR+f
zK;PDEs;t{R+|wl%G~9~xzuVBQzE6amsYi1gs(U_)+ohn`#)y~FN87kIR}*q)h`(6=
z(2_RWFD<KN0*^>@?S*4sy4hV^^?JE?I$zVQ(4CRzd&*Z;WeiaY<N;wg<KNKeG@%bq
zLE>iu-$q#R4AXGhq{jPlRC7f}0mq<OfVA>qwZitQ#<!|KtM0U%OV!=_yz}6uX7!Yg
zFO=X7D4LE;ss^Te7!d*MlUhFlC}8eh7OYnJ)l8MTQ32YO%O{pL=JI0Ga<t4+Z<`7H
z)AzF%>pm5Poz|-_6|FXD6UZxG_N_Hqv_RRq3E?Eizaq(&Ah4NDsVu+K6V!o20OunX
z!ht7Y3MBy8Q%f>Xg|-7w7u>JLoOZrUoxZ_X(&cy#YPy55OXB<I1Y+uB;t|FxKoKQY
z^)(AqH;)#AjXY+h5&1V23@73Xp|(KF?esk+KhFxNGo%LEo{(n$R@=v_K*R#QtqqTh
zM1>mSQzAp~&j#)W2D?}$8Tu<>9iNCA6~gevxBP4<uQO-{@oS0Za)|M{JzLEdt;KWA
z?jz;thhn=x6f-Vf^6KhLPm0#eaTR6L6;PHzVc!cvD?;s}gc6ap5+<_wH&NNNz5$I0
z8u(z)eJxg{!CzJ(rJ%sM8BJIcI;w+N4V0rbHJ!{1rGt2@Rd!womRMD#cPc@4@_A=6
zT8~;O5BoHxb=v=^myX9oUM|qlTnV+I<dRCDZsltGNL^29WopXtb~`KEok!01{<sUj
zTsM5b6@XCcB=sCdQ&~;bU$!JfB~AqVqib^1`MTv}*F+M|!z;Voq)5%Qk(kFDNj;)s
z=!M2bA_VojPNG1U?Qrp)_@N;$14-QthNL07t5}Qf;;%Ndmt{sT9Ib?zK7h0&1~w4Q
zu<e1GpPw&$<&Y^aEv;q3$K-LX_99~poGCo;nn_ELrLxCI`#d#MB~thT3mbHcX4lb3
z?m)MyGtWWa(IX~9ojx@(a*H!i6f7lBI<7aQ*lIRQPGehoghC-V$8mLH*Aob3ZWU*}
zSg9>2=;x)%7^uXThYaeVM8hJJ#YrkyM{i_Q_t3dHJLg|4wE*Q8kNP-SW_kK#72GJO
zTDLp}DN*AtB%wNM>h`T68!6jHI7-PdWvO3sNdsxU)#+w9T{bw~rgORe0HD^aCLmXR
zgDjxr0_V}_T(T-v09H&HD507X=r4RJaFQ*qoFkTqQ~*{O(Mc^pM`EeC2^XMlBQ9#)
z=>F6jOhZv66s3fX$7C2v6*$+|i@?uAK`{swGQjin^dydJ7pRq<-}U}%Vc`9lELb6|
zP%;NZlT6KlS_`o*4@y;ei6H50nR{<BmuA3nn<MWI`@7m9D4$m@D*EUZ_epiLGR>7_
z-NoBxHuO*D6uxup)g4A$%Kpp8;=HK1p&DZMhjXiuxXC_X&`&7~Zh+eQb-H(&Jb>qX
zuJM&kX8bZ2<4#-AjA4c}Hf1R%L5rqq^;rolm_Wl<0<3mXREl5kOzuTFZVbV1{chKx
z&S#<wO6Bg@LF<$$5VWA)Wf0FL1w>M|FJ?pR-nyTKJ4~9sL#0A|2HvU?K(8t~v)M?g
z{bm99g)G<J5=wt>YkfLumDoqG1HrP#z|6LS7iOE~ktlh}dA>I-)#Ke|VU(IDdPdp_
z8N|>EE6b8{8*5kx+b)J5s2-$H_&DG0j_1`(>!svnWa>+8uXg&?3g&Jxg{W3=(HP<e
z=*}0YLM(w?$uPt$g-9){MR-N0Y2M5XnGT5g&aOm+F}z~Ob|SvQu-HclM@NrRL(g(|
zE(gC*hu>Vi?P^YP&TcElp|j~zIbe_{EG#Z&+mBGG*~T5Qu@O;MsyyE<>L&NAg7Bgm
zSDMSwa0M$oXFJr9F{y%B7UKZjp|O}dPP>4lWS47115H;>IR7wh4qbWBmg0=^9!eI-
zTL`>|<PTzv`m|}TbUND`sD$kW5Rs~=sWTLrj!N3vnY<y#Ux18_tlzFj>B~5+eqjog
z+!9YK=-&*DP_=U~CaE>t;PFMOW2mNMS9cqrsb(fyG1d9}Od(hmN(V-GSAA44H>l1h
zb{<Kfn((NxTxM!0mm2Kv=PaiPRxoc!TKRd9`L;3cnZv4BDvRW!>*w4DBfN-qC0va$
z$(4bWz1$O`ltD?~ekp_|QF!~gX>BK7G8K5f)QpU!uSCkYjsh^6lXP=rxwzX_op%{o
z&I>F^i?{xh@WK067=eXPNbe-j2D(x_VKJ^M%agJ9Y@U<_Ki=P7(*31mMZN^SD({Zm
z)-*OQj0j_ed(9FTeg|-?92d5+z)_D?qEJ?}z|kvGy6WO1f27pL*Y=mm5ifZyJ0AkO
zS5G&|joR{31<m#JiO|Wu>fAZ8*GiBE-7aswC(_=z66JZNxKD?gnwoOvh;D$F6uUv5
zpjvXBLb|=f9Gz!lLoqvyXXUnY!k}<LtCwSdI*k;4EX<P-74)^EdY&yAHVO=|<?A7u
z#8OM>`ApylMM2|#!MX~Xt=;x^zbb2SxhM_bNiMRI@n)5s$UJCsWvmj|Gg2-owvbnn
z;?RzY%yJP#L$Rwq!C{Rs;f|ysK;AwDr6*QTq*58ULhou-*Sq=VU~VokO~tPiMuXE)
za~lK50{+9rUsJ~&z<Jya;>=A+B-Y<HA9r@X%05;lCPo)mo~LH{6}3B0XN~ER@@ZgI
z#weTXmjANNOL(qei>Fq|_BiLHffs$Q*6*ErjU#6PtC9V)-;9930p*@gz7-SPm_%SW
z6kn4<yXG9+gRgo&OH2B%FaYT_+1@OYGd|5*n!w97+kHDWaH!qX>hxMks`brOYUoBd
zWn7~Sq7ivOR#6iPfyXPyjTh~LTr<?VKX1FZZ`uWnTB}$y1r$CcX|cJFovhO4%4{<Q
ziVU(-(VSAr6EH&(DZN*A$oH*@m7(n2dFvxbFoiJeIaEEZou*CiGG>=8EEAuyDa1PC
zajuxrqmP;(r5y$dS|T%f-rJ}H3=D1|Duuy!Fm(lGe)7h`;<7c*a7{oDlEVNDmMZ<3
z$E7@R1e%PFm-DuP*ZiEo23<c{nh3xGUyw|B#z&@o5{r^RjPf(a=K4Te?f9iGgjB45
zM)D+l+yG2L>ICyBwMRyl=X!`lcKj6h$?Y(+=pf;id6LIqmbFa1CTK<!D-pRMKHk|Z
zvsRpH@fb-Uj#xv%;^m7b#h_cZ9HmxXtWN~2RIJIjd)jFuQCM7#DGm@eoM0fC(qevq
zHlU5mq$Cg|k2`RG{FuYL=v;y9fygms*Guw*q$HV+f(qO>tZxyP<GZ6F6ErWZxzC2l
z#Y7p@n{M4Y44uLB7AH-|NX?b){cM&hNT#6&${-&U4_KLD9Slf{cTe-=SWIwL&*$tE
zK!V3JgBz&C7%P=YLUy~xTA?`@57cSw%2m~1ME#;Lr3Rx3s=kedEkuY_1Ci3Dni;c|
z`9)$Z4WN(K%cU*>AXI)*Cl?4|!nkj}yONtPk$sI*mFJ~>f?|=H<sh!P>}+Jw<<6}m
zOs2LYy+5@g5`xEn&;VpRb9(AH*|YeQ5(g`NP5%x{rLQO2emf&=9&J34VV3A{qV^#~
zR5G9Cyke#{ALclxZ~hKs>J1aRXsM;y>R8fi&OD+OAPPCj9mQ!=wFHl<s2g^{9Ys0=
zlhq`5?$8(NK69YmBqN7%;5O$QXCW;3S#AnmGt9Oz^hbg>FTgHht0UL(BM_1w5+qcr
zG>awN-9P~!s@F;lMJwAQVgQt}E(-<DO;jyY<E+Ax_jHum(@p#$><Tf)ALv14Od;mR
z4MUYAy{6}1!cYG8wO1rY=dM(oN9yMj%1v$1AOYI9!kPD7j@-CfWv2<%K6^3b0sweT
zGD9^{^R0+u_N8fYl8gg99v4drQS0mVsBBr{_dp}&^O!gDn!>^XsR0@-NeKyCo$ZuJ
zGU<oS`=BwDc3F9<L2Y<$l$QG%Xyc?sc?n9<(@i_Qlc3!dezje3W0R|+BE<}mKAmJ9
z)AFUAI0;iKSn%aeYZ?n)hn8ddILiH{9S0<XPZ#Ysa*QHt>xBAw$V25354(@7rA-^|
zWm-R|tgz!Z-Dpx%Qw!%uL_+Svaz)QEzNBw9j?_rls~pBh2LI~3U~2Zk)#QB$&=^ir
zX-59lsn_L%5~VoXlwd%grqce!8M;^*r*M&}pG<^QQ7U=U?GTSsRt@ZgqLIw7^Zofm
z_GZm_)k-jGLs_2JNUJWb+4*cmPpig`CI>A^)5%~rp9oCKlDme(sO5#P4w?+Ll7Jcn
zZ^krD22Thap_v<rZ5$Bo9YfJiC@d&g_JIJGd(5dr*WAAyh3a=?$V@RoVOgp#?-gmy
z`KFV1MdqjxJ+?5_j<6cd{E5t#9#hO6J~Kt;$LNZM6WZKRvzlF!<s6wvprTY&RmZ)S
z)ks8i-}no_`infuM}&&}tQ(VOf~Klub>#<v4_OERB<Rwukj=AczY_DIp_rmvAWYqd
zTOz&bXAjDb@53Rl|HRxajT%5hg22H-bkANW&Q5ksiN|W5z-Ck!trj&C&G&42Niq=C
zQ$z>YG50f|cX3Sz_O1tp{&5wiPrScDHYLaw-rirVjK`8Y_8XD)KApr_PiCxLKPJCH
z_65Do_5{JD2-uj0o7)rPAg)1}48`|}{)l_r+{5c-+}O8Mni_X*uV=@X5eoS%OVtJP
z%+M&gC<*O>!umR~+9l^&6M=KExM|27n4d!}t9@#_G@igqZ>?wa*OW$Jk0~qix$~<4
z={2iw3Yoq83NTbO8;ECHb{48^fpZl(>Z7?r^A@7;{8Bn~cSq0Q%P4aBw~cefri{*1
zlXXc8gqB5YRgz@+uKH-n#wK(rimrYMg))^Y3LfQ(hLa+{66<)~sb*g~q!97)t{;jM
zY~Z`?A^B8*Z+PCwzQ_@^*$(9=!L`KCyJU=FFz6lBeo_>H>x$Owbp8mX2B`P8hXyJN
zBmHnDnNCS>D%hL$d(qL+2-^%?EoC5V%?vBsi9V2lo36WXB!^mI@t28(>nyE@FjKVy
zYNr^Bqe>!d@vhz$%gz~j`y^oOQbQSxf+FAr5n~or9fjkWlY`;(og5NgF>EBXMer^|
zhglxy`I7Oc>^K$+<t+zk7M}Mzx#4s>;-z*wm$5K|;7ipzFWCiFEL27CYxz&3Wz~l4
z;mz-x<aqT@U7ok-EI-8NONH5pvp;K5?qefmqm&xi{%X8f#N=v`l&$rPL20v4>j9uz
z=`*GSj)a6h)`vB{pkFe^bwo?C&jp=}&({OBY=*VPwSFqS=e!)u%BK9HNGd=AiUMhb
z$fqjHu&)5bDlMS#ASsJc)#zy<ssLZ7jPXG8swH9nuowiq@Ea6)o*xZpor4H`kAx|7
z61qHexdr(CXT=YnqcnUZn(c{CviOR}>kuk<pO9kg1CxP0-<hb==<dBEg;5o`JRfZj
zU4MqIRC#kwj=5xH7CFd)OnjG2iQmFx%iyoeaccVR)d?$4?MvaA@lr`QH)8J)&#`V`
zLad7fFPiff)ZfB1y)S~QsP*-$rO~yah|myyfZ8E=4l?4;B~wUc+lK?o0yb<QuM3xo
z#c)g;n?8{+$B2RkuJ4}V30aRZ*QfMMw)1#T^RClcf=#?)NCmK>0CcfTLO*8sR^MuP
zylij7M?R~^Oxv>k?PQ6e@U2NNjY#BS;P0lAnNiMT1p=7|hJynQckgW*IDz`qc@+6~
z`34nXo0Qix)$nGJG|_ZYhhwRE<0VJCUJvUSJ#?!oLDiWTwW`Gg${VLB(~GOR>}I_Y
zu0iZ5{^XqpJ6YuCg~_5*Sbpp}HD`w7ds<>TL;=LceB^Gtg^e3}{zUadUDQ?BA4r{d
zLK5?X)x0tDtudi=QqwLjr%Th`xo$8iB%F>VB_&|B@b=ngD-9>@Za4mGp))5)C#yW-
zzPKR8?WF-xuo_$Ol<(SaM(I9qez-=&Fvj!1oaUbTnRAsp3nm8b7{foDm(&~;q2mGm
zqalaWk5lkOc#mTnHZkM#wU$Y~7g|0Acy;x!5<n)KonGB7UE`YjgGJvNWM|{Pe3%Uo
zWd!We$lc}!mj(xXhZ2SOoZ%+TL8Uku%_*o|W!7*0IFlDObLsRskX2nx4cXUgrQR&y
z6I@RW4u;Uws4f73t{OsbRg#df^VGFHxLUD_niJq;-&b%AwD^Z#-lAy0Kqd;{lIKLl
z-(EqwR5)HKxx$Pm+4`XZA0*!F491ht>TJ$4um|Z%nJB!CREY<0*jHv^M>GDf>;_2c
z17U?E;M>0m*8C2@{39yE#>~R@uUHK;3n2sH{}`)b{;$Mp*!~LDuy7F43)@)Q*el!W
z8yG>;ix@eZ85oJ%>%0AT5gbBCdnW)m)&E(1MnqWUkLV2HU(uP5rH^wUctJy(Z$?0d
zK>s*CR)K_pK>l@rf`Wj8eF6gm1qFiu{{;343K9wm3K9|$8U`K~8X6875)u{>77iW(
z0TBTT76};%0U6Ln`1lC~0|~?cBm@kM1oY7dL;wT?3=aJJ`27&TFJM5w;DF-OP|z@d
z8yXOSK!5?y0s{pH2Ll6K^#WW60z(2vCSnx)grcYqL2QT0<QMw`l0>Mc8%=5Yl9c(I
zy+0H*ItC^dHW@huB^5ObD;qlpCzr5@sF=8fq?EFXs+zinrj~)Bk+F%XnYn|ble3Gf
zn|nZDP;f}-_prG5gv6xel+?7`y!?W~qT-U$+PeCN#-`?$)}G$J{(-@v;gOlyx%q{~
zrRA0Fo!!0tgTr4($5+=kw|Dmsk5A7ZD?pIIz(7F!K<_?BCpheaO5tV*mub4S!*8?V
z%ZBeqd8aczj&oKh^ooj#a*FZV&LKr)Yhi^Q9&(pJt&y6_oc9%Wm)+5?wfu?nuhjP+
zKw09~rR+ZNofAQ6JO(T6Rejhj&a^*)``upiERYmu0s_*G9A!mTCPH|OI}0xPL(d8|
z@|>|As(fm`d`X#4pc>a`_FqAzRdubxyGrV?FhdP1aL^@pP1nG17!DY)2y|YPES#1X
zrxg6uRt4|s{{<`WX$a_falRAbD#N}PdzhZ%u3{3|wFlEG+cJ;it}3BjdneV#I0g!e
zK<j$B&`cxF9GWt>AWAIK?^ByBL0{d{78E2%)p6(NtaGM9A@PM~nDF4#VG7cDbIRN>
zs_xKVrgVcPh0~&FAItxSdw#RTZ|-5__=|bi{vGqM15PRt{?7$E89CY6{}t(EVq<{*
z5Bx*;e}jMi)A;6^rZTEC`hY$-cB^KZD0-r3s6VFq*WA!=3C+30Be|&;AH0P);&~G?
z^DQS2J5Rc#iF+#ha}IRg^R!u9`~L|>A~47%n4HHS2%7?FKbvGet{<u_?%n=86Z2Ct
z+sDlLkf80OwW?~9<PS*eTCnHm*4THl^>xdK2LxCa>;Qb=-|)sU#8aj$pPpaZ0F{2$
zD6$(Numgn0)hw3&{68izt%`#w1&Z}``E~w;w$(Ga#`InigR^_rLs{29pBN3!C1~9=
zC>ESfar9oZwq6y_9;}sj_PyjNb$KHF<`1MkKYSQRe;#HpV|!1>X617NetVy@`^%-i
z)E0-EaA|1_o<G2ra~?pXrNeIy4+|*<gVQ6=A6mM+YT8lG{kj*H_QqQJ6Q#?N7Z(?+
z{(APpB7K#PmL?bfD%Hc3z{i7aw&#|0l-$@D;B<@g&BB0H^dAU<zdC*nRHQF@>uRTF
zXX0AHzu&~R;hcA?y^OW&H<aN#oC7xfSn*!}>vb)ytTwuu?9Q&QpN^alNgf`m5?y@q
zJxvY2IbY4puOi^{y0zXUi~IiW{Z>cs@F-p!!CLo=c1Aj`85>s@^8H=<8pSq#CQn<t
z_s#pR3B69o^4*`^Z@{#>-R&&j2Sn109u|uEK)ZYhINXjsZB}k9yWiVCtZ#%My!<&t
zQwDwr9v9BK=RB<*XFIRA8f7mI`<r}r5A10Mvo{!3o2%ZPFWw)s-Q7R_`8FC`TeI&k
z>lmvKHea<;%$i#HGw<b_zZlHIl(C=lyFFQdZ2fwCto!Ts$6tCM>t+1xHkF?z>O*{>
zTs(~R?+yZrsy2OiP7Pne|GM+$YJ2dZDx0^xp^=08eREsqYuh~3!$wh_T;s?6zli7g
z<auj$F<uvflbrl6-^`xf@nmbeHhkap&v70E@$up0d#rA&BU|I;3;f{yJspc7Azeg=
zVSl$Fkr2;ggf#+w(^my7ur1dx_;))HaMKV`x!`ZgQ-kzqD>4cHZVQ10a_=E7`~e<`
z2E1KKnM(9~`V)cl;Mqf3{Dz|R3-h&APZ;~7jR?FA&l$-2`?Uo`1)6E3jQ?nd`r3xz
z_F(^>;W@;FYiMN5zuSZ&0?oqk`f$Hzs{-H+!{V@hw-Et15rtHL`uj8f9*w^z6(Zr^
zya5mke@iNW`2Abp0@j+p*NuNHjDN4<00ri6Wdy(v|C{Pm0z_-_x))wt&#(KVn}4a_
z^x4sTXB}>h4R&s3&YrH-T^F|{@h+`ZUDM{1wB;L~Q*aO4SBG+~yuVdJft)6g>}Z6x
zZEsf#t1F*C4|n~$fj55L&Q*R6uJioWKTRul8e31t>W}mJ+3|FXaON{zK0Efo!b5uP
z4}+Kf^NqoP-d>V_nl3dzx4Q>B)-mMIH#M{Y`n>nE(vyJ0=^ysOird}&Tgcm6^j|Oh
zhH$ajx#H${vC<DPUdpa^ADSW3@{~=ItJd7BJ8rJ;&R3f*{!+zlTy(qE+-lukMn+ng
z4aNz2*VzF%#sGXN_p^zE``OH{EPkKuKh05Ibk}#!!=wA&w#CJy19I{7NI<1j)s3f`
z>uxoV=hu<_lctZQHTT!YtH!^KhO6C*asKl)4c*jid;)yzU)*nJi`}hV2n)EG8QL0}
zZSDrU_nB=j7ymS3qruNNIy&rjkM}px56B1QyxGq9xA~l&9S<$`d(TQ*o?tK*7ph*p
z=l@Ad`pcKZyN2*l7zgFE?H^(vO$cj6t=s3Gd-!JZ;~AN{?bYo&e|`WI$S4Ln#>BW>
zgLqoNhi5_iO;M2(zdZt5$lyRxp~>Nd^9JX?=q^Ap<WM)OjAF2E?ek$&eV*;U@;1cF
zz%hr7Wf3he<Nl`!9Q?D-)x$EM)p6#`W^?;p=X_vGp^la3pO2&h=>=HPdU-EyFN4<E
zo(Jcizwk|A;o<-JxnV!I^zzcrblcWHKOA*-zQ4=0|2dTi#d2m3tQ&pa+u!cW_9@QJ
z|7lK>`pIQ~h&OdLz3lP7!2Gs42oXu9BJ2Mo`fvN@kJEp603b6UUva*=<PZEif6G6-
zDF5)c020gpa=83X?fxIVl`M?^1&7Q3A+!Ad8Gq$}@VER2k0l_Ve5M8%h!D27`h&pu
zGleT_f4SyNXzKn2ZI?|U%qGPIgYXB)n^G4N>sSo>^&!@CWU+p5eGLEPl#K`+bAHgP
zTd+5Yc?!|zy-DU<9K~K(Ga{d?ADf}r#u6}3H?VJFa}2^-L)j+3*mHxiW`y2(g#UN!
z>J_vXCMD8o<KGPP@3H&GfHJW&{^eHV_;+qK&i}$Fv$8V(<yB*3{Qs<1dKQH0|1VzY
zU%6obKkVN>|4S)QLK2y=1>MQAJaP_ccU!8|GaUz6Z1yW?0$f*?%UHV`o-a}Di%aNM
zSd{=)S&Zf|Bd|(Z6M3R-c=LeWZTT>X=>%l)kpOvRuL13*lVpj}tVx7X%<hrqc@Pws
zGPP@t8zhi%c}HMzTNth?x)40|7+ai-w<>vkvS_OwWW>7)9{MkzQRXLAGnUc76Rg+L
z@SjI>*ddrFqVlK+L_i=GT6pLOim`wT>Qi(Hh69_4Mw14#{BDq?B8awT07}IYoA5x-
zgh(|fpAX3D>LRSiW`8biZzUVki^qB`qx)h;Ov;p2E=Dy{5Cv{3S~y8L@`FE!$pR{O
zKOrnvC8|Cki+W8hPWnM5&9Tv5glR-nnFIngK~WU-uODr?AY(df10k-ohcX`sp%s(N
zY7?8U>Y<NG-Bxsl0*nD)?T#%>q?%ABv18{Jr?~h7iL>QzWb`uJ)#D%Qq`zRTtJ(rr
z@$sN2uZkJQ&~YucJQDPfC@?0=1f1!VmA&%#bCWxTn&2niuz$Y|(6=K#`}wIkjzOY~
zt>z+Dyrjzel0PtSE)j;1v+@H-`_Tqht^5daf|urC66sfT(ZsPj5caPB>k{B%Pny!E
zT$nm%mF&VR30i|+0^tNrk4;6O3mHU(dx$>|S6X=C-h{<Egg-4|kd}zzp!<Xm?2$<9
zwQ=#9EAha#d{SB3&AQJ|CV}#+!NKY({JHuT%RM6_60}SkP-#NN6P^BT`A-e!gRbwo
z1s-Tkf%PXGgBhg=9elD760uU1V~c5zMZM_N0~d${L9Vi|AXwVs2AXq<YF1lj8I-t-
zC9W3TGn=T!5nC_nbw}@zwGELnBRMY%#nUWKPjVw+Hc)0w=APC0X*c}Hk5D=4ag>kG
z>Y>M4j!AK~wXp$WiB^Xb-=hjUlP{zF^t&3xOuL6}i(fS_Z?%42;A;H5t;%4v;yojG
zq=~>D`fk6aUhT@=JM4{NAE1R#cRA*an4|(4c14r0OoV@@^WO;?2u1C|KwtLi!#VYZ
z`_Qf>-`z)x{VH4_dZWRTDpp=u#|``spy=k#hI@n%B)RC>M~lPBPyv_{yAvI*P1i-i
zA6hu!DFfV#i|>&2(em|CY6={atiR&S6?A$o{Sh#$QoTuzfDMyGbr4u@)_YK60@Ug+
z?ylY}PCkHw!IdzVqIx=7uRT0MWyG;a&~D`W<l#Tv7)NrP^n1>_SWn4~h%s2qd*l0B
z=T265G=(XO#kjs>KhdZX9G$)2d35z60!Qq0;0(BrC9&n_8Gv+pwOozQIWXKH=xY6{
z*9}EDAReZ`Kj^5F?yOt15^9{0s3N(#2vVbG(%9WyY4?$+8Gp{Bzfxb=z^D$JmC+Q6
z2pV@Qig;D#&7TPE13uERz=*O=oG{{ep1niB<Xr>Dy0+7?@ZirR;jd80O%#(r`;~<_
z9eFmUS1D$3oJlX+IDLDU7z2XAdZ0sfHMqRK8*~Zrqlz(pklk2FqzLP-vZ;52H+ft%
zP7dnaVx!#pbHggW0Igc5&!gY=wgqj}_kOpm5d6_SFdsCpnk`Ob9L(>a1&+@%tH+3v
z_`n=hv9Dg+yEZJf#CAG#H7SQcQNf)tkLIPSOf)7tT$GKL@blLd7taUJ^IZR(EX5Ob
z!AAy+<C1r7=g-+6W{wI#05bLtxRZ@F#U)1E@s>@>hg4qsIL=R-a>31Li^*6;Jgd*A
zp_TRKBaQ|%cG^6Kd;k&HzgZ0Wu02+%UeYC*w0sY{N_!?yXwjyZ1;WdRKJet;Vdg!G
z%=Y)Puo-Bz-_T&mG2CUn=4&w5Yl)S(P`UkM;B`Z+8mAE&oUnsittxw%w~Wip5&O%J
z#(KdLs}f(ea~m?(0_i?kIBZ`hwnum@wz(F)3qriDJQ1h@J^&DWb??~R&K9W**<s{2
zvMKQV;XOFv?J>vpfPhj0r*n6Cqa7oQYI%ru)=5z>y-qvaL}BIGr)qg;?Fw9WbOEj1
z?^Z}F7%a7z>Uz-=KXEOMjm%qi_$Dmc+7MeC!FZ-YM=BGL<{Rfeqo}-Ed4%e*IK2tS
zGVdHYvRL4{@&R<J28W&D*>H{C;zjy^jNEtg^?t`~T&JelwLl5M{W*HOv2><XY&<q>
z?eY7!+7%W*5B2d@&o8VDU1#bGe3&Wy1vH=$pT#jk*)~$NA1Tn(`_ok1Gs8#1ph#G+
zlWGci3r?uMdd{D9!HI!{Ek8zo0O60{RwZ0?EwV3^O#esWEO1QIavA;V-Ft@yph{3)
z<ZW~BE{+AL*34~FV)*HV$0F}rWS&or7MFKyK5ePGv4c*~=Z<zQi_n_Lj<VgV(5|Z|
z_PNCbEfJ$kbv#+G&zBF9%g9orE9I^)3Z}WH3AbqbeAsgZ(TYlv1IN$KWY|g3{!Gq`
zqgm`T;|*&?)}Lf;*+4NMc~6c%fB>`OYOhPG`>JC1i?%fc?xNsUg`0IAqQuiAZd%1|
z1+X=-*{;lC7LEU<SKb$M=zIe>o&KHdCoqBsi#;#(cmCD4;|HH$FXUE&(9Nsk&GW_K
zm5}Gd=Xs<#^&(evu`f$@$27+;(b*!SKK7k5S0Y^|bB0E{pV|;UJ&rBc+qGwSS!`O~
zWwLAd(njRRZd5m9gKKW)@j&KhOI_NaxKdl7kkFcduC({xK8Y0a7O{GN{&Xw=ScX+;
zT%Av0QzrKn#0$s4Mmr=9I@2G`5H%Eb8wgNH^<n&ubSZU_jeRPVN{Bg}s($ccNo+WN
z>+l&khEG|3KlALc2AU7%@6eSu702fDS*{{pa1yJVhl2BK?QrQ$%WyC7{XRq*p`P@(
z+uKHArpPg2@n!pzoB~?Z)KeTVpN*f@M_e{f(oa-={YM2b#|drCRr;M@|2gc1M6%VC
z#mI<*$fAem%g$=LM+vHg7(#_@$RI{4e+Pf2jcFEhYuo`V6MkpIZDnHduv31L@#Ls3
z<E!w&wQhwSA6^YRdu(LOLFdS2a0Jn8Ok(%ySD)~9wujnIPPBfrcPLjnw5v_li+B84
zo;G@_t~MQ_D|V5knW2&sU2b85WLJO$D|sjQ02++@0BZZH+vmJW6Z@4tu%WTOT|gI<
z_4cd{z`wq@$Z9P(yigTRpSL;2Z5|t(k7W3lt72JoA3uO>9?I6=v2LY)d6W1Imie^l
zQkWB*WS^)c82afnY~irSoud!h>B=9=eXdt3dTF@22sc6Spn~YISI`~?HTv?Y&5EGE
zNzJmWodf^w{2k?Ls+F;y`H=7K*UCV;Md{HQbq;C7;sjSzEO=$^$QE$gMSZv|X;1pS
z30ehfR&-5GZF^lGqoz3fdE?!gPV(h}6Cow5$&P9rZ(B89*<Pj~wA|M7f|o4Fd90`x
z-sQ-2)4*eu<kf!9U{UR1X2T6x-ub-X2atK^kEsu!J-81b;Hs=w3#zDhA#Uu=ON>w%
zWpSJ?tbUKEG6VFAZ=?!P#5FwZ1+1C9aLrid{NF**&w0!Cxi9X<?@As2(yl~N6}ZCA
zdB^~Qwfare%gO8mh>#I5rD}Hly;s?J$K6UO$Xjg?Q0|*sE_C%DZQcbwfG)A09tKZZ
z?*%WET|p(8wZ-;b$GsTsN(b}Ij-h~pswn3=355?CXlYn^ynyumX{OqlcS9>P4K_H-
z-dXEp#k%)ZCqzACy^O8ykQt-XI>Rp^(1nk_iuYA@egH+fsy2)Y+GFB6=t_C=T|veg
z_=}(T4Oe+I&g`_Va``$;SVUi)b;arv@8(oRH2gWR8+=$k;EtP!+b#{3pfjCnoi!;F
zA3#JW%16&+{e7WeCh<qQ;;sn2#&e`Ig^VZK2vMw|XXR<&`WfFkmFL(uwI$Ru(n_CM
zM=CF9caKzLGk$G4E;?;<RQ9iFz(p)BVt;8h-5uvSyU=BSJa`rLAQB#8?e5<RFZNcA
zd3U05Z9I*@lK*e)y=7Eg+p;c-ySux)y9alN00Dx#OYmU9-5r7jcMDE%cY?dSJG_~-
z);=ry?3Mf8dF{4#f86kAGUgmzM)m4dHF|wjwfh$JkX5IVVe3-2=WJIKc?74%+xhr~
ztn!_T9GyQ|g~dH>cPiY?Ez1TgK(S$26+q&`JMnOY@OSU=)yz${6`#q6vmJ`XiuHoq
zw<BNY(VWv>ZM1Mo#tl!Sw=YzbTnXNT`gHi@dme6%GLj2i_nLk6*V4&_=!N$(UyCqi
zJkAYV<VHV8eBcQmEIHLBJ?G~TBdUmF{711}cUBsj6dmgk`cOTk7+{v;8h%`n{A5lu
z;KqR9R>1=>x>7*{zlLXNJ<NTZJ7<WiZ5&-VXT<7{TdjxUW?#L7prYS+i}lf7_Wb4R
zXO2j29zflfq>BMs{M|S;v8C)?`|`ss_wK}7d*e}7J(Yz6MLl!ex1GF}yS8YZc<x~=
zo2ME@cQ_YRWk7U18kpx8+vKhb!iT!h#N8?Ai+3t-J!q3hpWx=^SK!Y1TW+dC$gum$
z44%ZN%eHIdNh1@^6ARWWl3#)9bhpn&PpB4{hQU2d>IxSQTsn;KLNB>J;msy7h%MFo
zx*n`!;2uAeJOl;PIhB}5rU--9d0uXep|(Di=UlLA3J{v*f7Ro}qHOiJ$y$Hrd6==o
zbfIZkMLb@<C}!4v5Dc)ox<TPm3Y|Ph45qJrr2Iq;L}VCxuhPAc)6x{<Z%WZPDaDo|
zP@BEB^K})`V#LrM7ov~-n)4H%nze^T^av3*)=rtl3hvak(5SBzdvE)<Ax8?4a1ELK
zJLNuk5(yY)b>~$SE%U@EGzMT$JdI&psyW@4jW_M2>~YzW;0w&x6(wxicS({9I;Pg1
z&zmWUGEI{Fhr<(tQqdlBm3OG!;-eenrkf;f-Q!PUmi7kudDx4Gy4dI957+_CSUC66
zXFKWw*UJB9anq_Ov~Wz)`j5|jme{0LpBuPDU_R8rDDj?)t%*yYCD*NKWa=+Pl)my{
z#F7DTh{xL`s2jGxnR+L0M9DWNmVZ}uwEn#!k`_{XZfhDl#K7@X#{)0cyv}8GyKGAX
zGTL(T>J)p()^^)12<y7sR&5UF#9+JHQbp=qHqrhVF?4YDdaj);am0Su!BItfc!Epc
zKJ>~9u~!4f{R;|`K%J%5dEVSPnmP35Y|E&JKUx03F8hp`E^(Z^G0pcLcRoSn9VoPZ
zcXxm&L^cxadyDCV#6Si{7j#)ps(emAGH=yy=XIEv=$a5>7^iM^N-#eYzlpxDB^Xgq
ztENKSaa%r182k#v$f$biP0~yX<}=%}sCh2dbN)xW&_wl^5Q@*AL*2PWpx9^3b%`6R
zjTecrZY!jx+K5MR0^JZdES)?haJ}zF3|5~+6K4FR9_G>xR>&J$O@;&fPj%vB*}|pR
zO$OIGNgDZSC#*f+(Q&LOdau;=94y4?_K(UtYC@J<iuYb08)>Nb^3zVUwc{@>bdg>v
zC}?%gJt;BdH#^2<xv!CV9mz@jY;TF7Wyi>0;uZi(Ow7iH`XqmAWvgOaJK~*^L7kpd
z662Hn)=F%`F9-bHHM@#mjw9601s|T;g<p;(o*5sWPkOT{dvLcY?+4D#XhMvO7vWPL
zYQJFcBzF2WMJ`!pK`ekt;!${1y32WRd=|)F&I_=0uGzYz4yD8dJ=~|HD9gyv&W?C+
zM26i{t$%t)|Mw~WtX+Qp|9=++^!^#V`Qz;P$0;*AJImk4%xtXxaLmm10}l;AZ;G2+
z0W!|~TcVhMJJ`?Hu(rh$gL`Rf@0x?H)b2N0(G!&fLleOvR;^XkWssy|Lsu%N;_p7)
zJs&<gUfE`l6OLhNuBq?yKI+?S&c$?+(2Y?;t0gn#YxNRi+=r*udN(mKFFkRHE|aWE
zR%#S-SU9dic3wC*w__otcNHHn>BcL_MHo=E6~IZYb&%vVeG5VJ%>FEW9EDGAvFhT4
zRrHJ+Rz1DqB&VzAY(!Q!UFCR;h)+#tTge^z@{MM?nk>=6lpX6Kt$mQf=TpwevDJ4-
z3&Ak~I$~IfMKvWFjvQ6%mzb#MR!cjsFbm3Tm^p?bA9=lN?A|W{&<v2aerF3YQNmmf
z%4^tXco~eXxu!nCS{y>Iu)-L?enHBT*k9T|hmv8yPw5&YbnQXiu|)HL&ex84AAV`a
zUi#iIUB|7(vO_FWQ$%bndPd$OyeBEm^M2rgDtZtnl5ri+D}<*>tE$qDf+_`v`m@OQ
z{9rgtWEWN%4y|=m`j~MdRk#qVGZFHyV%_RMT{QMX#-C7X;cHK+sCp<JN61O}+$fC#
zY>+q*UII1{qve$HHoWXgAsYDeV#s!z)VZ;%+<oc?5gy1&`{wVTkf<d|qeFrnWtHoW
zkc)Q|A-z?1U2-y6LyFr;a*@sKTLo~)<EMH&Shs4hgU`FOmx`WwUIl$tVhV2@Y8Gw?
z_DJNdPO`p)qpxZ7T6!7e7?jveX2KM=th`5Tq@bVR<pN#ApiCfZf~vP@)tY(VZ|3Ik
zh29CLM~tb=-Ug#90fVWXs{^!=JL?^jWtvO9*)D!gpl7Hn9c!W!5*Pe;p`d#>*cHJp
z5Y?PW%oi|KVs|K)+ST{QD&qlN3WQtb(VXw2jK}fZhY))Z=&t&#kRHQs-pqa?!tF@{
zS51B66zq@6mDsM|Y0g<Ar=eLfh&rT!h-p3JCqO5cHe6oI>e8mF;YG*g4sJpg|81N;
zb<(9>kUzt5$u9U!3023dJD*2jr94XkWKG+e05II=k4wbjT(3h7R$v$D@I*~!S?VQW
zEj?Y!6mW(ln!uAuBj3ddF>{PT+*s0>d6e13J)msY@PoVWNVCEjCEzi#*#_q*jZ=Jv
zC%>eV(nX60qAkCI@P7^Nb#B^EW|-d5yge&*v9NjRCwK3SEcLUWCCTwWH_3S0rns23
zYVH*@f(3pu$B#j1Y*)&+bVXDdKN&0RUAyRT=93(!oJSS2oRfG6MGW!jy021z1)QrO
z`g`2tNTJX&6PC&<`iXcMv(uSU3Y%&1RiB~xQc0Zi&Pr|$wdMTxZj;p{%QWp&UATB&
zed&+Efa<z9@Em$Bd7TyaM{5B+iZgX#Ej1JD(HUnh%X=*QjT1AG+{9#quSPD+k6@7N
zkDN^!EFqp#nMvRH+qV@?L0!vtsh1FvxKPQzWnA(EK0dr}q}8rh*&|<*S4mT8R3d`8
zloE5>Q#C}ACP)74-`1IMN~Jl>D@~RVYcn|BtfWqplT@0|oB@_OQ7nRw=}=}SD?iX#
zib>5TBg=q6D(2Pqy~ca2Z^dA^<l-9NaJ;uO?ZUJ2O^mhM*M>7!XN)#i=V+3>^Ln6f
zIB5G<vv1H%GVNb1-<`j^m0Xcycpf>FJ`X-BM39wPKObJKK43Ssm(V=42Wc3?i+`hO
zc3%bD^TA2Ke0u_z6NDB1lvLP-#iBIFIr9eb?lz6d!~>amISM+t*T-v;&(rjX39HsF
z#)m1Kf)(}7C0$p9@dcbCfAG^kdHDVnV8YDG^mmFdHkO}c@1H5b6yKWyf<hGEI~dyl
zl74aifYt-#u(GkEt+Runu_F;H+h0*BZ)^d{z-*j;eDgzs18$NtHZp%NV*3F``$y_8
zE<oq(-0bgu$ZKO8K)8qn%%5%l<v3P!ur*XMb|TUS3@0iMK<XQRZ~_FVSOX>?^4I5^
zzdogi-u>)6B;w-(TspD<=J#V{09xOXnTYw%sR{@XF^YX~l2CC1q!#<*MhQn&B9_0B
zkx4kR5i$SpYXYV#0cgbXg8<5aDFRds;CWzvbgZfh==d*ZwgfZLzZ{;btVI76kfX{D
zc(ng&si|OKVQlF1$6!*{9Grmr{umAh@GyX|99BR)&L0B;uDAfd{W;{1-`D}a{nxC2
zBGVtu|3xNQV;fT^GeEoliGTe+0~&rx-S$`D&)+Whf6<OnMee<$C19w(wC}G&gJ6D6
z-S%%9`FMHWA+ZnrlaiHC|1c42|8Oog+;`dDf#+3?73Cm7nx07T@`cy5iv$1gv*X!=
zn!a~ssFZYn!ejnK%>O4q;eXdRPfZ=182<)+_`ByXn0J>e&w)OlUnuK^e=(i2M-V;D
zZlB#K+qTE!P9F1L#9{cpqWT6L%Wc18fOv<$nqSUc7G1x|;&DE>+O0GERT}}{G3-aD
zR2TJ!8x6?InE}oiKE2T>kDcL^<>lqm7t4&gKOyx0G5rp8@W{Nw=_9t|_~WZ%(#|I=
z*MZk(33VC;t1--r3{NJN3zbY>*ORW!uV%j<9KC8ROE4=tqq^1aeqGCZSk=2Rj<Tt+
zl`?j>=01c`ug!CNFrh@F;sn3+l>Qgw87Hpna)xo?aj|eob*XmqbECQas+;+^PWzFt
zFmYF*yimg-i%(CJbKr8`^L3%llGA3X(d}~Q<>dwOSF2)%BH1k8Dc>hQBG0YY>8Ud0
z*x=c!{Zd%u>6q`?+8q11Rdhmqc5e!D@9n*@*kHQ~NI16A`PKGU4~pQ6UanF(Rb{*U
zHK8CwKeH|4aJy*RErfjeF&T3RvGAg0Bi0pAfmwrcEQxh*{aa8J0l)jj*1*)*p+wjp
zF$RBg%%9N&U{F?S`sjzXhiFGmN7F}OmpUv8tMc2U8E0sxeBT_>!?sJ}c3<3H>_9xq
z<0<QRmlJf<6)499F+M!q*?Z6Kj%BrfIN#VFN)mkgCuHb9M#+9dG{bYu1I~-j%g!su
zTgT@*q|(&BXK){*nu)ug#PCkqVXT?9sX7xa>(q1{utvIoyj3+~zt~KvV3U7PAdBB4
zQ7f}~dw=oJ;QoA7e?ITxTJhf9Yy08)uu1u4t<zseZ|qis%;)ju7=XW8(f(i0Zd(AK
zmvh+hme-gU6EM9?1Gg3Z`Q>H)QOE5dLYgtXx9#JsgiVgS@|iAD0b}G3vIC`0ON4?I
zdcR_(N;O}#(y4L{`myB;wqw4;*tQJL-b;uf_wuJhWw#f10*8UZi%!0?ShV*2t@|87
z{L<B5NfAI-TL-F#V3%q`Dm7EJm)ZiCU+>(@JulPv6*BpnP9n1I{GIRA-Mq2QUN)q+
z?^Ow$2M%d%S6ZZKUeDIQ9c*boH^Ec>1(y2n>;H<ZS;zOUwJG8oOR)8>G5vZwIy$OR
zc;RUgH+cD7rrJ~a-sDN}e=)y=(z%`sr=u3~HmU8$$43tj4@^egr^6z?WB#m>zB$_M
zkjs>2?-L)bU#x<D3CR9T(X9F0A$;QW(UZwop+eRUO`~etOdNCie{j?vtnmpf?}FIO
z@Smkhwwe%)EkE`n$v-}|FEMbDC)5JgKg$6#^yooth2FM*?pa?_h=$OQ<IjMd|4vLW
zE%3aH*|;jkf9@FzC3-L@JL1pKo&Qb=Uv=Q3mTRM<Uu@IgkNfvh{$AamgyU~!{%NEB
z-n;+O>HyL7TU7ldhJQ=upSH<wMfA5#@mufy{7UxQ%=m3){7r%1X2wq%<R|(0+sycF
zX8f%|ewLrV&5WP6$!{~`ZzlO|X8gQOew!J8E7{+t8Nbbp-)08jIP|ww_1miYTVejJ
zE`D28|J$r83YGgbPTLiLpYeRNPtWK1x?zkKxALd%f8xQ99T?#1Rq}s$Fad=Vvh-R$
zoL}uvdEA~HpPrr`AHM@!H=njG&d+nZU2Jhe9(EI!Ucc@{We9lj_-uCt!UBAGtpE?{
za<eO;pm+Khf&6xsfY$@w&@=DPtNYX7->Zd+uVYkSwg%$zE>uryPuepFPnVi5_a<_G
zcpAN*AC3X}9ah`*Fo#$<Er$eK&i}g`<<E}K8ZaeGbu<2QY|XXD4LYKG=3nR_yoPFT
zH#axmhiR1SG}&+VN^b*F=6YNosM(b5o;(C05~|aWnf<~A17-E@hbPm$wJkO^<8ZYJ
zEVIpvD`8hI!BC*%0#H3_2az%%OVH=#VtZ(=La!Z=y4W8Q@#4!6Ag6iUhR^+Wl5+!}
zy#Q_QFI|RWzB46Le|R@lYJ31iLjcoRY4hSu;GOH5E4yHn+cq6d=XO0=0%VhK0~FpN
z1f(|}YuakM(4o_-<BLk%b$6pMF|PfU=d_+GS~J5U!=;tStvr7BI^ps5w9r<s*@b?t
z%aNN;qr06d0pR4PDS86b;Bwpbd^Q;ixYeN>OHvuS?2z%hSIE*hsrr={RX+@*M6>W+
zp?;xZp-G{6#hk{?&CTRjK)=h6Tt!daA*ic(rF=87f?1fOj->om`~zM-K7y;VzGG7i
z*fD*Y4z6BhaKA(d0JyN?PcGEW@O($T+R|2CQxg}q;TFJ0%*X%aQ~IsQv$eCDArauF
z-@fG2%GA&7)0`Y;H7n!0G5D1$ogN0jATAkx8Ic*O8Mte1`Fx0lrL^09o?gaNV=6<a
zGjX%1-yN&?k|r-RRBr*Dj!`5Rels<W{uO=Q!PMLS@bpiuI9=49IOp@(7C-GLT&N92
z{jordRa+XK6v?|o_ulF!DZip*wuJunq0>=m3q#vUT%m)lF16t3A*}>MVg<l2z2L~`
zg*tq>U21eWGRXByHdWG(E7j;8y*}kjakx2}2cRl4o{}2|QHKFe+Ue`*i<a(Kz4H`>
zGW|@G%qY`<Up>$Qm@)urP{R?!m%v-*u}mrGO)2;UH&ncx_M@T9&cM#EU=Mp}k^soV
zs8-BV2`>PSk=dK6-)6o;o3{J-s}@v%7AvLQ$JddANh_4AEt=kB$rTm&s*bNBKUs%A
zOAU8$4mZ!|AkyW>il;eJy&FB~|M15CAy|ZJI`pJAUKoCE`;)}^S={}z^7)_K>;viR
z1Dt@KLi!I7wm$$+KTuKJEL_}wL(2XsO9k7%KwEBh05IFX@L7y1&IV3@eDep$jEGUg
z+z5cI`fr(&e*#MVzt*^9{|g@XYoOG>L6`r%#^rZ&6*4uXz;%1W0A!_TWTbhcI5E+s
z*H^^L5P>(n5j0pS#TH~;qllt%Qwf}_d`&t#GbMraES3Eoul%5d{LOO7=NvatxQ|8%
z>L-hD`fB1iUuX{$OmF7#=rRw9g4BWh-)`h=C``-9$W-7ydXiY`w7CS-Ab}TZLVT=+
z!gDwzB4%V{tSBvQX=-4ksP^!&y)zxPcniW3PC_Fj`NHiwdvI`&#QIoVRUx6-^j2GY
zGubD^UQtsz-ssw2NIF<q7;sPM8$i<4_LO-*1;Ry-N0;d3_UA-e22Ku+t#8PhT1ffq
zLXnCeI0MP(h3x`r@LKEY>S}5(mxo<kUE2xY>+XJPI6k(v;qFr=vd|=#-1&GS6ypE`
zPD~bL3Z;A^Dgn@vgm`#(1Ox>5_|HsTEu+x3EWnVkNDj12MKbSlq9?a*_QhtD`yuRS
zP{y9#*rnfrdpkHdxVyW%xVU(Gzibj+exAGM77##yMGBSF*!psUCG}pX7EL~e6WXa3
zivjQlpg?(fc}0cKgV1Ftrdu=+9dHbZgA)~mrEuf{Ec%RvuOHH=^H-+sm&;)rTU#Hu
z>ig;>8ylO-eo&1`k;p_6boNHZY28q16hK(yb)YDBFouN`P7e_ZF#xyq%u};!a`Q-<
zxVn=T>?`S~iWV5DqJ*QfGX2qgHtm92UmRU*KuIjW89kvb`m33*2p<S)&iB_lPS~td
z(4Z(kjQD)UgzJo=MUI|Ihe4!%p=jS&|2AwD@}S%SVz|y)G@sF<ip+biU?ERIEk#z5
z{_v;%SY{OB+AS<%t>{=%XJca{<$PYYMt3Ui&w*whV5b65l2jxCd{m=Oq6I1=-<k1|
z13=6%C1%j0<=++Ap@05j)SQ3kVFJG0KrX5+1HhrEL=<qmxO-c<<_T{x!GC7@_$4k9
zj|hfXgh-AaIVRqk7ij^D8HKVaU*v4u7AX{I8A}OB9430W#3C9&k_yJx=mTrgQLq!6
z{S?Bb5R|+Sn`HZxuhE%$p{cI3P%*yW`2L<qbXFuxq>T#CMH9IFxIZpfaEeq6M&3@j
z$N>>j6>B`t;(M)tND}9XGBvY)%Q3nu3^LpRhQN;#ii4>qjEzN~CLhV;(p`+U%S*_Q
zsfpM<e4Q}d7r3FGn~I}@alxE%msbe~`d0-YKG*XS8O-)1`ekKbiKzQ8hN%x)REjSS
zO<of93!%&?<(-5c@P+2h!;^H@$db{3<+S5e=Vl29qEsPH&VK?%u5n&-=@hEdm>red
zzenzx1m1ro&!3MVdbS~DLM)eRa(<J%>QbUAc%CCvE&4ztj)d`*>72IyAds7Wk5YW)
zUQ1}fS~EYPeSD@p(R5?(<$4w58GJ;o@80pH1{6iCT4IT+vb(z?bV-{)b-i6o^6LYU
zvb8skP8WyF^A+98QDD;wb1&6*ziE>`k|P$62xWC`irBXq4ZZ2S_s!5nH^FAx=^^Rc
zZ=dcjFO5lR^U<SgTPlZ8+Q;-*L|{dd43J%hDd}SGx!ss$Pbx*c&fZ^a?i^J5GtJdt
zjACMI8tKRQCZ+rO0BJqSO8kQW{zIz%5WvjLT<rfPfd9a={s&m~FG%qJr!vF;ktXPW
zB!d3}*Z%(!!OI^0RznVWPNe>BSfsGTLVQNp*jL@LbOAlLuLe&h8?sA$bpT;va&yUb
z7`0L|S3Ecv9v)sg<FV@aIxo0b1w{uE*6~N-^xq%9De-@n8J@tPo=h1xDbKDw8t*{H
z7Ja-CPe=JzZ!X+=n~o^&U-X?aZsG#!Y#2Z)NEBK07<J!WjzVe-wO-20*eX<P&oQiU
zoWEdK90LjvHQXMArs1~oJkI*3VF<WfCf+l8p4uJV_TKF>8ZJGy8oprO?9e9j;@QwK
zc0Qks2{_o7KKOa#Cq`B1dE_#h`N%!@L&@sO84xbL$U?2^hkc!Ey?bpA^=gv-m@%c6
z)$*ki<gR*MP|$_#lGVeR6m!{f#dGQdrK#Jq=UmT7*;{YN+gte$Ba5$3Zcmu)1Wofo
z2wSVo*PO|#dpc+Jnaz#Z`dzJrJCrqwNvRv|&TIGi9MVU6vv-{R%QojyU|qFRk4THV
zc{&ANRu#6DVt7O10;rKl-es~1t2jyAS<uCbcxmEnJ8jDoxnoxD%U_@e#Uj$)-bRLD
zK??+xylz}Ge;cUFj%?gHamC|$YP!6}slcz{Rd^jrI@jZmO0re(ao3_Gl-P-+)Z3hR
z-YW;Dkj;v4`ZTXIOy}8gOv@k2E!hmK+B^~DTBYHZ%ywPVJ97W=`Q61PDN_nYq}*uG
z;=1<0*-Ca>Cx-ogU4-hP&oiHLOG3dJU&#ut>TY|z`86?Smc+$ZWNLj5QfXdNmUj6Y
z5^)y#p-tVh{av3+zK83^4|2~27z)w}X#&$JkC<~G#0D3Q;{0DPjGr19H@AD+uj0qf
zr;061@SEGO=e$$LJue{5W^Pi#Ans6>PG4G33nbG5k1jsYq1uUeeQ8Ad?#O@6R#xR{
zmD@{z(|2e3`NL8~#yviAvQgX#lI(~8?AVmVA*a!u(6&IM7*)^!;dc@s0$gUS2<5`i
z8@<->__9VY+AmHsrO!en<!LOqKs6O*&4%%nX%v%?oL<(X9>#nI=`lslQ!^cxtIPO|
zNG~P9`kNaaYFnl>$B+8StO@GO212qNo7Rfk&<Z}Uw?40W?csuV{(>Kxp5{(GEaW?O
zGwaB){DCjuF?e+j%zIIMp2%M&`-+{tw<DPcKLyBHq!lH(swRh5q7fv+y1BfkU%efb
z?G%s|p<L{m{FHqzf%lzz72kINn9jmH>Apy>RQ^0Q*Xqp<WX3Cm_B5(TzFnlI>X+*0
z)2tv^<HbfKf=j_EFWtpy3^fr<CFtuCtD1d}&Xy)*|JVfN^Cna!2V(yX^tzNpO<WEC
zF~XO1!WYD(brbQOJGk(Ou$WN3nk*&3`S2_a`0$44T1LW+o!1YRTQS@w9CO=erjzfg
zy^ct7?&HBhA!DK1@SA`dsb2P?UZ~EW6%5%76h_Q>A|>Bu;??YXWo>G=^62;(i9g~8
z!4|2-1ai8Xd)FwjNhr014cvmx7YYghO3AGQfe_gR0CMSAxGrU}4RuL?@YO^0Mbaxi
zuxfWl7?Q3`zA;9LP%eADyj1KgM=!;)PQ8%2b<>dH=g2pK{HVftBuTz@zb;uZai0DP
z2h(jwtV!Ig@MMmVRDjd%$6IsS4Wi)&g$?z5PWXEM>VR#718moYwNI;1{`pGxnzr~U
zeUgkSC&b<)PKNJUFRSnMhUH@BnJZmK8{KZ<wq54d93~)<PIh#7FE$K&`BgyNz&ek`
zz}vwWI$s#}CPrVTlFP&zsyF+I1z{kZY5v)AL_k@%!djIgX!tz~r-`-JWAM&VIw2u&
zQ7Ohi^^0G_0a~BPiy}`#+KE3j|9T6yz8Ob@8E<1v4_|R>lNiO)5>!e^F;aY`g<7-E
z1*Ol1%E%-+LNM(zrPlKYoogB(EvQ70FRIuLfe|EFF0OJUOA4UwwzPsAp>$`0@BHVf
zqM}u5*yx!cQoJ2zo?A|XGr(aFX*^#>F7KuUpQm(&6%-<*_5D&w^pxD?o=N1=sXxwz
zi4Ts^IGW8{L1?y}U#_m;*n8|OXsvm&ENj>jw#T6f5m8H;)#QsX>c}}|X9B+vwi7_}
zm`f{{#!6s_ruxC7Zt)yguin{B?LvF(DN#f5D+^0~<u$H;$Mm|kI707m`86ibjMJE9
zsC;T+?Q(sgW%HZBLmN~;5Pd*#%JgodnzcP8&G9%^q}ZF4tJiPZT<-jhVxC-gvfrm%
zzqC@Re(8F49ormxIU0*E`>bAkz-Axve7;~l&6zv(HrY6x=zG5l_Hw*TOlSQCr+;e`
z^4NA@9odj6y###ZrUB7G$}HYYhECjGBTUZg<y>xdYxnsTCDX`Q@Iw{Q?p?=Dj<-r`
ztokTgubaJSsO?j_1QhN-Mp+Yc>vMaigx4*Vw*w<Q)f!Yv=j2@*jzXV+TSjB|ii1D2
z0?BEr{KfY@B0f-Ar#@3Z>pUi3IN0iF2-WMh4IlWRplf&m?nKFLOWDK|e_I-;=9PeH
zaXY4|r!CC5u#d-GB(AY^qY4yy{Hwfz_#o>-cZnj&T6rdvDa^hgibDh<bety=)*?g4
zhT2OFtA!jWlJ}){wLtkfC}KI1uN#an8;q|PjIRe3FN3>TulHHBn!p=P8>w)nWDA-@
zt_+zQKGff_@oPjsI{lzec~d7gL!AjB-}FetT2?O&DMA(+QJ<m7@lbV#W4&Oi`8(&;
zHc<tC#hpaduh2@08yw?}%gp(VUy~GKa6~|<E%$|0o+phC6_9que2?L3zD|>hD%Q#H
z$hT~)J8vP|HknqFbDN{Nq%!J(9lzTbXz_Zo+^`_-UmHn;;SWikfZhr|36yJpN+}HC
z?5rM#2v}5o_ZjhNbL`58M9=SSB*A+YrslfiBXkPGHTy_+RArBpDUH*VRi=5<<YAWG
zD8qFpj|v}UFgv2{YzVat;<;{7bWvr8F5%6$H5wp#_8;tE#ctQ>t#A~&c5}h0kc>rS
zUUzI?c2?Wr<_;vC2Bq!2lGj7z+d=gaLS?DNO|U6peV*rho~w7;8>l(snd~KR-O40d
zpmXW^!HL0BTd`zQQAV$$k%}s=z)3KiATfl{-mkB}KJ)2drDyR=a>X>x36Nf2i-uQ{
z>vfSadO}QOoWzkiuzctp*h7(gyGf~f+~qr{&xjCG-ms%>Yz;<l5q@Cbt7~R>NV}tV
zAitUFJ_HPzNk9-QD!NTShC6L<e;I=}!j{jN2dviNFDM!2(_#_cCcjmPCP|gn{}G3n
z)#m$zT+|l%^6mnu&F54v)1ps7+!_G`&brkObkp#4#YP7O^AOdTg5V(AxFVy5l_F59
zl``~=>h;8$794#&m3!WKtNO4A!|%%Jg`SI3+aH_T9}yWhZC`I}6QV@qj}_NkW?Y#)
zPhf?><z>;3b7blk_Ke3~&j32@mWGqv5@aOn(JvmZKthK&1DCy{r4oub7TuQ|e9EdT
zWWJ=nR>lvCXlb)@-JqVJY6%aBt$^>r!eqJ)B-Rxk$B*w447Va6@dN7S^lt7cRGj@H
zztr)iT?T$lkr!)0!-*yodFkl+&W=>BjZWw5RtB~P3_QYJqHAcqssQBhCk*{lu;hEx
z=yGGZe*OvQre#W5UL!tvgSB`+ChU*g!o+s{cofa%m~S!s(88!TI=V7G*^quaS%Qko
zkUfj;VnU~QOgC{{^3r(k&0^gAWJ!vI5O3RGgxAG6&v^N6v+}XVBxaXABi+U)jlLSz
zVRRK{4-TXRfhM)>^0fsHT~vQ2vKmE8*OMmPRjUIz)yr33Z+nLm{y_Rh?Q?Mu0dPYM
z|Lf}Rde@v&mXO72OAgZ3<L*~0Hr51!KDUC;S_UB<lfEqq+}ku~Mxj~abX0Dps`Grc
z;L_sSQAnDRPKTD^xD0S<I0PyBcsOP`yqT#*10ZA-f=Y#H%Mu?UG!Ao|f<@?%O&6=A
zw2ZA`N*`T9Y$r2fDik6G5cQgvwGoTkL+*#KgDP+}BvGoYSNDhHfn;?AK#BB0Uyw7f
z91E$L1TB@8p+v1xk)EcW#WM6(216TNxu8=dePODRH|1?KC>s2%d?oX8Z@?c@1-`=~
z@~g3I6T5#DDeofBDql8#pUUm^V#njMj_3!3vnCX3Z~@<7+zuZ3`d-7C1ris{VBMQ;
z)g&w$n>)lhGTvf@8^#x1Ub{o^WmC`sM8FxCk`p|i4?PKGsHC;4WfjDvQpD0p{aS+Q
zk;ZK==KLz-^^VVK`Q#gITgp5~PNQFOI1?|Y!*axMN=hu|e8`2UMLD?4a4x6-=}}em
zPJ+%9t@Oo`+Y3VlpOrYUY$a@sqnVqHIA{e3*3MnHOhJf~OBNU}xb#P<&uJa;!CwgF
zWIW`;XVml-7r1)c5N6gbTOt5Xsq1)lQ&4>Rb_D*+LsEQ1Z}fPj?=h%S=?WKZ-^iCN
zAFje`!-){p6nu4dao;hZ<U$vu(7g@ZD|+U8rPzs-*wKtVaRkdmDbE6L52B(=kXX74
z^0|WqV~9ha;FAc+Zx7YSOr&U{Bh+j%oT5eK9+(M0Y5-@@<31_4)<h3NOnba8d_&}{
z)JA<nurTGW3|n3#aW$W=cqokHnMO~M;+RS4)L&X2m~H1^l2*2>#WlwnXt_R&=3#-9
z2=sk67w)*^X3AalP>>%Hb6?=Z14fNtbaMlrJRP_0dK}fQXh+p_=WW$7oT&Y^nQnlL
z|C)kU)Yun{8UnSd`E>t9Kv6oPkTr-16m}IQL~(;Yja$Rez}mZ~02Z$>4<$05IE~CF
z1XM(5eJkm`+5t$D5wf!HmW@nH_JZD@%VG7F=j<vN^~O^8#2j`W4CjU^%JD)c6}UU%
zt}?ddMMY%FfSK&pA*|fIMdz?kvjL=oBZq};GgPzs8h2t?P{-+mA#-QUA}HsNJ~Zoa
zBu61Z_<gP>c4<ym*>Av#pQ^J#)$&QfTLphjx*1M;ZJ?`fvZ}-z4~)$I0^a&ej=u1_
z3bM4WuV>NhWlsZFF-4&?`8X9?cGrX%-eQZBQ=?-o5SfpLVTSguP>DXYh;|ev?c#R!
zm;2glo#xEkcRnYF_V$V2*;QaTm<J>Aq|{*(HSxh|hd8wr=m4^ak@rE~8_{Yt=R4JV
zMhNct^^!C@3|sf;FXrI+sSa9VWu12rrVkKoAYy@yNih^FD}xSb)LxVhI3fi}J*{^T
zo}ir$$Qs<(f=vfqatc!OOZ*lb6E7s_Jo_;&S#OZLQ@Q#J2Z6}T+sHsv%uF1#oe;#J
zrJb<bzEa}}lY^TJotfs@fdewuXC*;h!g?nsp2<Y9yj^LsFTB>#^CU}>IYz5sp4Xk5
zee-^BE3dI^_nq3km_vhj8wZGnu;pP0o)}N`+x(KGvl~`hewf`M8{z;}IUj44*ifaJ
ztvL>2#pxG#bN6Tk(lUv>5c!mnz4Un-^^us!B6{lYHpfrqtLf;EtUXrz$L`1b(M^sz
zEheE2N|n+hN|kCK%{=Oi+ph7-3I*%bijG8N?+Tu<rwQRP+i;MD7N`o1g4iD*hVj~I
zizjBB2w|vs(Z96p^}NZFBEi#SPyp*kLuc2yqp3kQ4G7>?_+UJPcO7?GYV5RgjoD7x
zl=X^ZLLl7fn0ZDVH_`USwi8M=M>u5h`mGaBK@1aW_8yVG!<oV@qXCN6_+%+)TV2tH
zOV;G3{2_O8={47A;DC!P@&HbjTe4#yD)>+~Rc7G!;I~?Wj{yVp@K7x>j$h|=pDLkr
zz{{>*Q0oY;)P;>%$cN2Syf>IAXoZ#~BAoU_o79tclBEV6OjHu?-`{JoOAzE}0O?us
zTd=lYP-}myyUj+Ut8l<Op0&oPIX6zSiEoD_=F%&=9(RGsK7b}-Q4|a$oKSg*-Zy1K
z(xFgHV<YN^EnJ4YL*n>MsfA*F#3(pi4-PdSE$aH6tZ=e(T9$-2mOUaFg3aXvIXHwT
zfNN-{cZ`e*BCL`UF$1Euye}-RKBeeXQ^yODQ7yk!R7SL@1jC*@Ht7IvP9X{e%>w-(
zVn{>E>~7>|en+H&(N%x*wwIZ-k-UszPi05D9}0=<2lo=pXVk5YDfC?6#3jViD~r}+
z5bc5wahCVKh<>j#0lUYb^Kk%Mn7x#meHI;>06H88l|rKy+0ZsSQ>o2-yGEa4#&S*<
zmsNY}MkVeekhFRFf?ie3tTGcPrxslt!Uo)jQ9*w7m6v=N7Sm0()4kz9!Lv!R%ceko
zB!s9Veer<bkI9E}j6onu)~j>&&8;7tUGcG)zl;%B3sVZH=~8%CS{y|DW`hRq9jI@e
z!3jta6rHaDA4s6{Q7|Sn{LOKG8j`Xj8M&0~tVPbqLV@sb7tZ^>x^<KEEz=<0leEk0
z2ZXMEjTO?y_m<1V2Hs|+jX3f8{AwSqZv!)8D4o3dQHVARz+YVm3nrJb5Eq+eayFG8
zU!G@4L*#8-laHt$`@$5Czi~4P7+=(9&XH{kW;|*LKkjQOn5R!w9~@R#TM$ncG6c6+
zPVP>bNzuqgMHYvoQeV{)P%Y<)N>k(ef@sdn=AIpYCfh~y3Z1j-vkSk9zYvX}g_`S~
z^LvIUgQQ#9@q8vGiZ5IC4R;cSqCHKO1gl@}YgWLK7{@q5KY&r?4Ltss&1}xkEvU(U
zJyl_?h5K2A_hdv}8Qr;ahHK!1#EFp>`MHU=pkqx!PXo46st8tc+veB4sCieWK`oo0
zAl7nSN}(y)Pl8L6UbU43tw$(V9mx?F8-@-K-p74f$$YEsANoNiKXu%Dnw(c8Tcv*c
z1mt0sawB7iSvF5pW6PiQenH`DJ-CSW*_Ns2q0%RdLh#7m<Wrptl`Mz;?6U)T^Sfy?
zPqmQZNuuze7Y#&o!|8n!ZxuQFZ1A++q}g2kx@5N0E1Y8rQa!m~qT$tn<58TE{S(Jr
zlY^nQYdcT`UlN}<lIWJeks4+;9+Hm}v?~tbv33MuY>`hoy=b-AQ4hk}JT!`4=g1Xs
zI1FdeG=rppd0B~<G((#!-NhAr6JvK6_CwBU3*Z`$GgH|ImnIH^j*dGe-FrC<ANf>H
zF;BqHUR0gIdUp4%mu)_-`{Yb{!3Y=-?in+VN&?7t7Sp$1iQ3<}6@4Grqu?V?0W0US
z(@C@ieKF<en&+WCW@>h$QXvKr|7ICR3zjUeNBb+XIJY!1SoKFHvp5693>&{_37D;K
z+H0nvCy`#gQSJjVQEkw^<M&(bFv@7y#R{Mf?e3PTya-mDhyfr?r$AI%l{MGVNpI84
z9f_Qg>94W5w=-Re%*7*!=}3jSpmg3p6_-&S#LSYiW#S#gY(0b<W~Tb1=Y4WG5a0$~
zdfF~@DhARb*Uf!!E4-G}TMqk>7|~hWcHQ;N?fz<_CFsLiDf%ujaTT%7KRq~_{<ve;
zs$1mK;)H9X*VN()8}U0(DB|}WeMW1B&W{4sBgal(?p?!L*dvwwSWSxKAyfE{$LuKL
z+;oE)u01oY1d9U4ftXdFNp1PJ5UNJl1f8Uzm*51WlyN9D(xDNgQIX=+y?QN|<>>RS
zbZbtFxRv;5*v34}8S2eel|tn0KZQAE1$Q`Qr(%FBh74}iVL7e_U@u$o(-rpQ?SC)-
zmdi$zWpkmfJ*@D2k8e(Z8E9?<V2#7NOm`OTsO5V*p_mGR!%UrV)TYY%zGUi;A#<G{
z5mYvzh{SUwdM$1FQ$Nh2ypcLua6>8%ay}aEkyG}HN#l^K&bALgrHXaO>lkxVuI2U?
zG|CxWJ*RQ}`mQ6$!Y#QMnP8#HORy}bt~7G|Zoyrv5Hc<WK7}$)r9V*;39``_TEY*Z
zcnco$vI>FAiX}PpY;-YKKYR%@fS2kxmk{1}Rua6-!B>kbdi^01Z@K7p9PT|uzWs$v
zU8br|I$}^O*H&IxccZoF3^cyGVfFjl(fzQf6gKOF^)#z2H3bf5T6bO<0(Y3i(MCl%
zosIBy67n6TOcPh#<);jtWbE#oln02iUH9QeskJplsdeJLyj)7)j!=y}bRi;DO^4|@
z3)91a)oY;c;f^oYnhbg;XkSX}qWeK1r6F-`d7jj4SB!e>mtbgdVC5~qkfxxzSwP*o
z)p#+U&XDNfSYVBeU_Z{Y$u<*ISy>G8@Oyd}9KchsCX>L#k@E<CS>UIf$=uizLfM+q
z<<7S{bR+9&Z{?Q6#ZeuPoK<;0EY+)Wa6lHv%KZ``AKt=|3H2<(3X6Yy@rI3CL`y7&
z9!>JAw#AwKykKa4A7w8*i!rJ6cAM8VxPJ>Rzgm&_B*-KV0{@Y(qS-{8KM<$bCohRM
zQl4h0aXBU&hNB+-M-!?Qq7G(^oiN0!(6U35gFbV9UviKSc&r6+B-V$>ym&Mpxp5n=
zhxNY1lEO~8V+|~1mXv(o7no@<>f4Q}t9WMTlEgNlLCwhr=ba(L2*8XKssurOfS9XB
z5y9EpEXR1-yT=Eb!g23DDEMNGH$x^o$rge`0lO8__j=+gYjbNq0k-VP3ZHUZSGIfp
z^m1cjKu3`+41R2K$ZcVS!CS87ZAyf-$sPVSd5Ug_md7L^CkIY&+&#XKgx^ArxFi^=
z8O1Iqx2b3uN=}be=Pos6C(lBQW#U_~U;{W5i4Zm<umdX)MaQ9b)VRUhx(iWMHm6o6
zLa5~E^#weI%Z;f^K1h;6f%PR>IkhPKtc?h8uG^$1y3@`(t&0vsC_Z4xRl9q;t5s0n
zd*{y+c~{%y#c8voo6z+j{c5<|J$*&~1YLTmTTqHR)uM+|w^GSWPU%cRm758<b=w`#
z#JRS}XIvcbo{Q(|(}uTj2M4Hwj3GyBUNJ0&2Nr$N+It&#Z4}OAdO)C<flTxemdK=}
zH8*wuI#4QVdKxt<D`m;SgZSdqn<0*f&e}{)E+xIe@b0R+U(F?TqYbgm4WkuwRNw&^
zx#K&PDLDMQ380K=UW9DRfX`0wNx^UGKr{evSGTO=;%{Rx$-?zlsNe9Zmffasz>c)>
z?K8p+`f5%nzdSk}BY=d3!J)8y3*>}--y2cMA5d|ZcFDjgO4D1P36$(-+@3kEynPg>
zvD3J^EO#>_r%=(?qe|;lskHGtp@rx!;mjP`j}{H1&(p646nB1wP|}r1!Nv`PKINsu
znlLO)^7u9Cp39sb_Ns=aFNGu9R^?+EwM{=72D?fbHPJ8z6Zh)urLJxBX=$+J!xE;u
zS;4m247a%yQgb~4>j+|;7lfNs=VUljihwMIX)1K`l5%y}9uv1wWS05Jd5w6ogLM**
zn;z0i*v#nb36#!0kG6t>bUy8TH+h1Hp}lyO3LL0M1!<ILstL<T!?;60I14K-v4d|3
zH}EKn=)_(x@HDag5$mYq3A0~qDK>*A{OcjB0@rDYznN~^@YYA<u0D7N;SsJZ_a--_
z?N2c)@A5|wZJ?RJwQK5C42lQVic?2o1f~u?K2q3y%)$#!+)>n$+SLXxd#1&G%fNR1
z60z#OWd`Daj^Q0zg&hS1lBc*^)<?-8HFaGPI_a*dFEP8|ML|hC3xPIH)*oyufXLu=
zUXc$5#zh+P-o#-!HI{BSz3q0rvSa&}eYAbQ&?~Be9&c}PR+PXAa$vFIw3dJlzSHiJ
zB5pBfaO;S~lZZ^{W@wA{P5pIC%J%ATz*~xgjO={Cd-}+9qrvUz%{$duvp{J|%y{25
z(uDVb1H>2wRyAL8jC$T~?-vQ+gR1Sb4~I&5$+D*XXpi9~P~hcYnym5l{-{CVJ!(^D
ztHGt@$}<zO`#JIrsXpr>NM>_&&>|H;ZL{uLm3+v&)N6(7T^gKIRB9#2kRP*LpgGH7
z6k{$rlLya0>j|8Jqp3eG=z%G|K`R29a*wr-0U@3g&7X27qBb(`O7F&sufEw6P^R-=
z^P}XwsU9ql02N6vi4M}M@XmrdKb(Tv*k<!f;mVrboT}q}kCVksXIH(%aIZ^w4C^*@
z4i*a}d)h{lRYrMHFJ9)aUn4|E9S3{YY1E|XRFE(Lq8h7A%9t$sJ~G0gSMee=e%_k@
zRPJGnx7|1vHTVX(t?t?k{+=*KjMmOv`pW=>S0k&eqPyk+S;aV=#Kg3IL>y^e4?mn|
z%{AZ5O+|@^h3ef{>L=x$8fvzl-~(}^5jn9Orp>XM8^PAQyMqFWAj*k=l*6>l;f72!
zt5l-2{RQFSLV6&O19dz?x^r~t{bZ3%dh!^e4SlMW^!)dke&|JN?{Ig~9~*oQf#sQV
z40XzYVzbwlX20#4F;bZ%lhi4u-VvS$pxA5$=-(d+_`-fd)h)q#Vt|*tn|Xa)H|&{k
z17DeCHNRPNjxi-8o4B6FztVj}paGmv9;Ag>pBWvu?LScC8XsX(&}R>U?GWisaZ&N2
zA^F|`Hb+f}Es~`r6Ns?ewD4IGDw|fUN3B-l$eN!`_-3ZDE$-Fk6Nj(7l9H41K2?M&
z*X0h=RAt`QbU)USPmF)&cX@J_Yl<o5<<Y83C(O<$FL@j@yaf-@FsK+HbFPc#{xAg?
zmCBvlTJa6KEh)0|QTr>cBba-W!>Yiu8RRsOX-v<rE`876fJYlanNLPGKjUGGNFG+D
z$LTyXYb$_PCPPUlIvy$X;+i-W;n%+>A<Lf34O6CPLJ9H5at05CfJANFAF2WFVd)ZG
zB-NX|{lH8y_uSINq<}s4*eEyU=GY}HiMQ#vwBu;jJJW)UWOU*suEibgAb;q~7fYlZ
zJvJ*~46H+}8RL_84Q3iH=PU^y{mqCOq@6n!lT?;tRb|Qu)j1B9Ix^1Y1__|7C@Q?;
zIEU0^8|yQjf}SK8>q49eTk@U1l&E~c|3<wx+K-oBOGYx^rZVKd)U2g&AXBwRI>>Q=
zwzCMb4!<aNjLa*+o8IU0jV3j^E8IQlvMdR$V31`>q*zP=;cf6VUXOPzfxW%>-IB`3
z1X1!a>$o~wBsoaB^O+H}4^d$i+^=uy2#i^zW*Df4q4aTsn6{zlc*N{S-M&+baL5Uj
zR40g_D?=DZut!+|b8?u1lGwxsuK*dPwCvtC<c;krEwsK?!Foy_uD63meFNP^4^F>e
zwP{|X*JwW~%KY}8^y-AD0(3=~K-!U>(%&s5UHx-We$!?l7Blt^^pq?xjuZ@RwXNSh
zKX3t@b#2*h_A0=UK&dffGR;Nfo8=zyI$RAA^E%yrk}L7WDXO1Zq__Z1wk<L#NWmvH
zDv0|Ukh8HSbEhn5R6n;m9|f`4YxFgzH6r|rqLFnQm+1VsZsqY?>5$7BU9R-{eBNXX
zQwRM|noY>&?iz>hk@`W{CcXBQNAs6HMft(EsIsx!gbakn<6=v!hO^{NZgQu6R^Qoy
z6qi3pv!B7gMfK)kgq=@Cwiyp~;(r7QjeKXw2sIbxuNvM@?SC=!K|2b6^LWDj$awGi
zX4}+H?iLu0RGs`SyV#h2+GAz`aEg^mFEEtFIm8<i$7m=Dsf}~!k`Ck1G}5?7bAeaN
z{s&kGkd(NZ>&E+Qt*CBcf&6odi*>1z&6rtKRcm0)_#5<TDMe^(d75(dxD*tN=5Pv5
zJ}Z;BKE}wggc6Tk4`RD7-6ONP!dtIq;<y)&+RcdWim?)(QXmK>L!W|^BGqeBW1tc1
z3D`4LjD5zF)1w5rmTJ^jaa1uzn2XIL-@lb9rQ6C8MwyXMEYV5+BDy>%Qj8KI-R6K_
zwEy<Ju7N<!oDpBR&I0CB>b7?Gy2+y@)Kj>_B<iSUTA-VuMgBL%HFM3?hU@-`_|;m1
zb+E1e)8|>oV}WjZ>r{M;UR6nS%LFGAereFp@AMmB`hkj0$kXbhdCTih8(k<t`(!^D
zC7ZXDK5h#p;YSYOG~|}By0FEupS(kaKHoL;BZ?-;n!VJYnuFqc(m%BSyjkD4781H3
zk!)4*^fCR24|D3+hui<#dj~BAX(27Zdl22J;3kcZ8p{FfdGtD@Ex*dark%7l@%Umb
zq66Bt(wwv|cdhG}QmT+Jm(a;fG{v%MSklt%eCl=-Ge>o$<RZAKES#2A_eoLJ^aGiZ
z*zS2A(!wPqvB<E`GHBG7r3OK}f)0ni=-p-umKPp{*P^}TmYJwq%o3L72`4QtLey`Y
z+kgWhF3ec6KUy^<!i%dWRh;F}lVUE7wq@d&nIwBUeuy_$fJ{AaFLRmlY;M75eu|x+
zcNbw2ko9ZTP@V)xRC9jwhrqqiCl74}M5VX^u8^m7qqJa2C7w=cyh&+bO*%H6t1EyE
zY2AM*+7+C1_f98VqPZT_F;_Xg8ce78c2k=PB|mDiXI*d)wr<9+E7Y&#jX2=2ZJx(L
z{l*)SIU;-<dnn}1(q19&$y`=iS&;lr8D$w|p#X<k7Si6Eue*E<Fru7CU3d#UBHZ^=
zES&3oo`)$QP+MD)yxC&6tL}8Nm}mQ1<-`iO?-M!(FdNsXg;D73t%W#OKW0nMK0L&s
z4WAfd<}Lvo`><9PsYb0FeC&PEUZmDkS#4T9>(nn1{AH$XSudhxyZY5<Lq;J8aohP)
zN^<4PQZU1v_e}GJPQ#mek-Ep~dN+^*Sz0ANhNFaK68T$n5tP-d?eP;{fI6S7Uq*RR
zm7!-M&P1_n@jF^F0}ebnx-OsSgsMyr-FVVo!d9Ov4EZdokf<!L@h`-%wdk}${IQow
zDP||XrOO;n0>~@Btl)R8QxmdLw@Fd~Wfd9br&i;zb@>61kI!>Q5I@t;1Xfd+&ZciB
zJL&rr@(ylR2eh+GEv8xu|1I*%8wk<(r?1GH39DDGD}&kNM6%w*I=0yBcBvpLnJA7n
zuzIsZ;z<PNLi)%=pS};Fz%?w(spstjjfg)n_d%_3@PB&z1kGaRy)do<=}y3GFko30
zB*P-}B|kRMh{habjg(7o7q8!uv6(kZNMK3)l=i{}lQ$av1U6_l2E?d;z94~JTj6se
z4(8{^dl(gyPZ}smj%c?>8(+7^#4`}Htoi5YUO7(IEViJ|qam?P0B@l~TUkPuZ>W4b
zxZe~Tz+E}W<*wkF;3Tf;>M=~tVcp(J3<6i7L#e2WaTlTtjLKzHG*FOIhW64SdUOwt
z8CMm=s|KZ7*o$FzTZ*i5-Hl&3J*S4RIu(JJM1rLmn05oDR@k`5Gnm|(dbvONB<(CZ
zk@B;Z<yC18NwJ8qzC9bT4qc95S=Ft$$CHyO_w4{CVg)%flc6K)iGh+`!%`P&uJDK&
zZ_BGzl4J)T$8h7UB4rqv1&y<GQ~;GGW%b=PhXEIcvg-gIPk<Q7ZPme)T1*jaRtP5U
z#Y#fB0oP5>>GqM?vFkevcDM)#=$aBazla{WyI+}A=@Rt2bRM<h*Vqb^idOKo%Uo=c
zGrtS?=3hpMKjld(3jre3HJm2<$*0)|nIW!@pzXb6a!c86>c;ADMzLs*j+Z%Ap7KpX
z8AJ~IUAHz$sQjHi2)Sr7n&IGCor0re`2ZDW$ljw^#A5I{Ri=aZ+O!C5OqRH6Fi*}`
zcj4utORO|x!OPiisTZ68y?{yr+eU*IC7WCpM2S=0srn8DhrZe<)K2FDn}1gs#^o#6
z8~=>7GD>6J2oO~q;p;fW#77wH<Znz4eWr0u^u2G_QcAz_e+E*5X#RNKT$@Q-B%}nq
zMNc6Ll&>7A|G}Dnr1@l%I*mmVP#FVl5E`{V4;UDRh@X!$jUiT1p~Ra5Tq&3sR{Sk6
zzezqyEW|;z4;&}IG<rXj!lai06Tylte~WSV0`0nB0h6&|bOUc@Uiv91;v`}%0X0x+
z>03*Qxf3H5%@NRbBZpBXJk&;DQ>GO@QR~BdEO_rwHAsyahbC!k<tChfut6MUG0>UR
zjUKjdU5EXoStbRE^r}!a3<raBn@$2=BVN5#=UO38;U%hQV=+s395IQp-CArTrfef#
zvjK*#0!Y}-!WeLvZN1E>S`_j+_C>@hG-92{X1Oq}7MqY-V@mr*H0uC>L`|Aqh?yvp
zKVJ|$Yf&QB?$!<zouJ5}Iq#0$#>Tp=%3A)}S_0<fqdWO>QTFcetHVL`bK6VDc<fFU
zJQM{vR!`h`VO;mBz_ZVD?c=Z^G^|4U2ZAaH9)xd5YfBs{BX9<H4)<4ug?DtwlfDg~
zqx+;-@iwt|btaKE75JOp+(i{hSb&M1ie!ExCbOX}Z{nCqRcCO``TV7)q?ArIBvpPP
zF|e&`JeP_4^u;X(`VIk?DP1<v3kc+XaLbyXFt<~os#s@)S?W>IDHwTFlw6s5uTWX>
z|6%VfV<T&tH9=#WnVFfHnVFf}Ol@XnW@cu_HoMKt%xt%rnWo-vM|bDWUTJ4WquKp&
zkB+KJ%2J-HjLgW4cp~CqQY$SrOF^1Bcc=Pm;LEO&KJMgrmmp1gq2e9eD6LclSz5_h
zj&HXF35=BBv*6#B13(ItFc**+NHV8C0ut~(%m+<wD{0l(j~WCZS_}z1&MiwMB#R1h
zVP0HiS&rfoLi<IIGBQJqf)m~<j)HeGetEuiYbzwOZ8UU2psYJKJ%(#vtbz<gTvq3g
z1+4j-4E8s}a@h(SX__EvYR6ddGZy73Hntq8E>e84Bsy`HFF4O`dr!~o#lDMUD_Wpi
zOPu%N&W{u5CX(<IR*omKO<exuSybjPQ1_kAX%KM#lsdfp3RrexY*&jfA5f6;+rMQ=
z3IGy+28VARGkG>j<VTwZg>!CtDE=CF;e|Yqe`klxw^rRZJMTkJNqmO<i7BT-RjKAf
zg+3_4K5+NX1XCe!gpBSe#Ci{n(T;#vFgq9GT{2SXOoHqpgGc?LgjGQIX*-Med?{??
zNJ%Cgx)r0VbCm#9x&#TM9rwMKpuoOH#Ee}_7RFl&w!PtLManH=2{+sAp&KkvvR{*V
z)T*#@rJJQX|A42Xz{tfsRMqyDe4Q3OpiWp{^7<DH!h-cc0!mcdXZXt+4${w=+w2mP
z4JIZpYewa{k2_b=vsIk56U9%&b$6JclJb;Ru+0ZTig`VVmu|$y${M}79=D@D*_1;|
z=H-^O=0v&%>kH|f#2^ax5N&G;yFJ1?^UF&o4kd(c-ZNLro4MVb@lw40Cx>qE7?*?`
z`M^{94;>VEp?IGJevr}W*94^a!K@kyxg*+|>tM$5nB@fPl1fP^aL=$>vh67tr^Vzk
z%wGlb>Ji~1gryC6bT<p7i-ycGLRUlpU8Pkte~})VI%-LT041}neiw(nxz|f4TaSTd
zwDtjSu=Owswt!44XE-Qu!s1N8zNSP~N_Ml1y~Tqo<DXoHHc|=%hj9qwi4TCXA?Cyc
ziqLLuRm~4cOEOa=>98CiM6->?8N=58atXkBy`J$0_u8E!txTf&?N0voSaqj6aP*PT
z;T?x0i~T_=)D}><E@3F^=pgGz)@+A+HK3@C1a;vVyhm)!6-`tCF}dMWJ#IhZ1G;{Z
zZYPn>(jV5Ei@e<&Is-u`*qGkv+DII%;D5aYS7oSt=<;WAeUrQ9M3BD)S9n}IgO-?$
zSo}WE{o|ZqbKa8}#Hg`m!h{nDoz`_^V-X`#o*bfsM|K!XDm&0H>ixl;!Gh=8i^#t=
zt~oc7f}MJX+MaTxKgTE*iKr3Lc!{T{q7(5>ujZs2MqD*GaNdCxM&vr5(Wax$L{^c9
zGx}u2ULY}X{O6!B`a{kahVSNKafSp`xa4T%ANxIPJg=_D@}gaJ?@{p6su0enO|{(h
zaaak_F6hwlcBdY@^9Zvah$nE+vVp8B%+njiIK@Bm44lx4FE;DKZBTET@a6`X!fvwd
z=Y=k4PT8TQ4p-7UWoVvdkIUE-mPO8s3AZ4W*z%cA2ouW&GZLB^H_d`U2YKz@PJ?op
zm1|2M1^vl8uc;uERSFTONg#D^1EliP<pf5J;X`>rzaL;k66z{tmd&+i`VK$nfn(U~
zit}lQg0qVPPx?%Ta6H{T7q?n-t+)N=c}i%mDlovq=~O8DQ%CFGE%_p&=H*{wP;~`J
z;2{?d;?LAqpi?g-qHF>zD?veR=NuJ<)`W$yqD6I3E0ophmCz<mrMA`AJykQ_FAjJU
zt2{UG2IS&o!*NpUotp8fg<2*_nOUABMRD(6$Cg=cJucfQvz_yT2gr)hYP8`{Hi2Q*
zKIrZEAmgJcwzvRvHFvF?BWeNO%I*Wd*Zdj5SeUpn2})be$4XJ(!OULCYi#+{`|`|)
z3*IdS|B(8pdjR&rei4=_g&m~EQV}n>Utqu}j?0OJ4P}ovLXG9tiKf;tuW_&h7JLEw
z`Gr2_1x7E{qZ=4uF<NC>@O+xLoAE*(s8QuZG~5<C{U=&5NGM1FV$PPGV?E_D=~hPi
z8GvI2g)L=VXG}xEdCoG+dmu^Sx~j@CNoC94#}r-}bNc3UU=gvR!>?QIb0Z^V?Y%Ne
zRTXW8x7Zbel1uWe)mkgmmt<?+8T$ni6j_#b*IYk49zUm|lY3|E2+8)T;e_Ez_7*O)
zyz|E=gkM5&qnJ{_Sr3(tIXm3$qoYpUU$tgitfePPXi9D0-P$v%0vY4ih4&l;0YL3#
zAczr2SpKfKX6YSc<yjmEnE_0)S#r3vf5uLUAL4U3^Ls7$oRRMU;fSKzTO;D2m#<u5
zJfRXGtW(}qqC{4m=54McBrGj8u7bZX=f@y8_?Y)@8$IE`M1_YM!!<B**78O>hy75|
z+AxE<)F3UrOCN*B79bix=^A8&(xX9ty3u)a!~~7~NucF;t~oKQ^~2#vx$M-A(^mP(
zl}mI6aD!lnA=BVEFce~!mcZ8OtRBU?p_ivZ3mb~co!{;|J>XUUTHw<6@Xmn?r|`CT
z9_x%#_^}l&`mp8ax?N>Q{iatV0ln^HX2%yBwaNHrNI}Vb&>ZrR@UkktSLVFp%YX&#
zsDL#4q!JJcR{E}}XEC^bK(@RkVkR6}_y%by$1RKobX+qMlD#j8%2^WzIZ?e=$OpO6
zE+Jeu;4={X(Fp>RgUgEd&p0fAC8x>>Q}X~5T`C}(W7Jc@ctk)#A`r*lpu86&4x269
z4PFsBz3XYm$>m|sNa)1X9Nd^RqK4~PF9Yw<D(g4_y@W>b$UZsi%ml4{OO+8_np7)$
zb}=Ak{0qROByKTGtDtz@Kr|t*Ux$85WcEx%(o&goKc})Su&bP5{Kjmz3$*kAZA3i5
znsZ=nd|);x6OGSTxAx{4d;+bZKx`0c1VGDa<bnDQf-QH0l53^GK4d>xo~{9U&_~6U
zxIG~UzblCDI|S7JbTq0sdwM`t5-n?GW(B&2ANQ0pdXCQ?>(*$TpJ1J*8CGjIaj(?5
zmz{U2x$9VRXVKn(Z%OeDgxIQq!kWL~_v?5>RNrjR&oAw+?z}%bBzp>8^uH)>7)P$Q
zlw6yC;NP)?xQ5WzZC8#72UYl!JG3HZ{t3~w<0A11%jtTc`pwA2x~rhu!K@XyIk{JS
z()}{#_;>E+d7nZINKJShH`O<Lc>!CLUBq%xL~LE-WfoII#CR#7p;APoz-C(8YUGe-
z0Bk|Fbx?R>W15w)a{4715}c=mxu=4kO)|eZ+N~w`@31O@QDq}O#>w^J&%;UFO_{Xl
zDk@F3++P0jyzFRB)%-@W1lh$@oI`L_L!$M|rklJw<W_=d4!LL)vU%0DGA>5a7x7lY
zh^<0sb%C)7m&r?A0<^R;b+X}N(7ZYUSKxS@eqQh0RyAjL_*2HsUM}A8L)YwJL`p#D
z3eol&q{)3GJLLmBJE*$|e<0rtMk8J)-rXS|Ox41L&En-ePra%LZ)=vg<I5fkbN-0a
ziAVY4jmJDJ)Pl!J)C`F%Ji_nCP1#SoT{Dlu@bXWDRnNuz0?Z{}Fk34xD{9jcZpmzE
zq7_fLR~L2`t)(3-@^rICGIZ_SCM=giB}+b6B_I5Zq`V^+tS?pj{cQ>zgf(6(KYWZ0
z#D!mP`o|hV12CEIxA*ro=2ng*M>tXyn8(D*2B!ms4|x4*k3}vf!FH!SQYdP{?Oe{t
zxBgTUYk@7W1}CFa&BX&TzI=>bYo65oQk1`%2LQV*)^lte=j;CCf`UT38L?@K{%l^a
zw6?z>34^~FiU05S`sKg17;90W<(M}lkD6PxNQajp!b!t19ivSL+VuS<ql=?iHRf;V
zb?eX~KlWriBW0jxmjn;8WREXfb9V&&+EGCIDU+5*<CZ-OFX^hfU?}H3va<rkWpQg|
z71>Ot946Lq?yq41%5x1FM#Z}6{V=}z!4nW$5671yT$eK^-o(;s7{N8d%S^QX6YbEv
zj~$~L>E_%)sklNtM!a)OAnfM)&%HuliaqqxKn;Z?_3H{TnH<`xKI9-INYk~&Ut#nY
z?~=$jv>4p3n#g(a0TO?k@y>TFqrj{M2xN0G5ex^a=|eXP3k`vVukhRi{1`eu)f2i6
z`UPL(F2CE0p*2EUqsaSPQi|`cfuG>z=TfZbx3dGyPd}}P5^Lh<?%3i$l6{qKLU41g
zX%v`o;O~X3Y!=h@uln=PXMX1fjmby1X1M_SnWmIFnKFBVQq*%^9C;%r`m0`C?94U$
zJg5*VCVu$a@k#rmVp`Q7&F(17<Jqq&s`Mx$KUP)StGUgJqhYM$EPfr2sw^ya0_Mr~
zRT4&wWU#f)Vf8k_Sb#c05o7cuvRD0MFtuYrb+SMf%XV(+YrY{`X=%~c%eVXGO$+#Y
z!!oEih$$`zTS~lfv1P28#0z35X^ViN$qko`0>Og`{@u|ib)UEyluYzHw9a$J<;{{@
z+}ZFPc?bL7qx?kp@{Hjap0#L%o47Wq5p!|nu@cTCa!JVsRfZp8yimL40KeNAHYJ#N
zjp8ocQ+RSxU**g1YoHw{YCiaNPGgvjkUy?7^n4%<j4=f8W$2u`<R_XSYQEG2a}9s;
z3|$!8mr1!}kA}in`Vo>6+F4zhGH~talE-cN1jIx<Hl>1vaA02xv=IuAB`{0U62`fM
z@d8v-q-h~6#lp(RrElk1s}}3d0Qe5$l!=S#+N49ynshJ>c)IrNmv%b?{MXrzn41So
z>&XXw@N0`<7Q7jXqx=LcwZ|8wruh&c`wCZNikr{V3Z7z*@mrpHU70D`;Rv=W+=!$G
zIWfEo$sUtg3|WCYpL-5qf&Y<uFD>bSosdESDo8*PW@Ar%1&x6>(E6o3ITlY+ZNH<!
zpKdnW4LFydBw9lH(<N`}^ET9Ni9r;)D?=TzysI~Wman;);o;d@@OS8&J5on!c>f}}
zh(h4tMDfcX%rl%er_Ue&*+FO(%wW*pmEmjM6%=lj(N<_3rBRrX_Xgz=5VIXLVz;Hc
z=6%&X2bN5SRnYl^-cP0fV+q9E-G%Wr@9Q*=kz3YvFtILqqcxYN&ll9K(#1->Z~jBI
zs<;SZ8@sru@*No4+c3%lQ(Uj*&u`SaapeM5IF<u_Fgnw$QvVYqN^7`8Wi1|h-tp|@
z`Vi{agb)4OQvEeDY|J5RAD`;SVnYP*QHO>v$ThoPwt#@`d&MS$%12SCq+d$zK_n`S
zQZ#Wd6Cr!+h>czLiS@fb?o{9A-4e-Br893LwYsU!M&J+41B;8=4cC@w0rA>y?mty@
zKz9hOk8$X|O&RI6knyfw37ik7)4h)wo2nZWk%m`i(%4C)O8#O3@^!Rz%ZK2mfx74c
z*%2w$3*;Ap(#0!=8Q_o~E>%#z@6*)@J(_GLJ&&4>hz#4lrH{BF3~rc-Z*ni`7hS;}
z-0~S0*xh`>>9%}%CwmCid-)LXzqx&bmqq4_&MI_&CaQSS$b8<hT%&@~jflBau98?(
z(2lgPghH{7nBZuY$75v(WKwPa6&X~CQ{lJlQ<8_VHNQO3QRqO>I01}FJUPGpFauhX
zVTvvEvKA6HbZS_$3~d+jaSBE%_<8JmLf}D77`U_rMvO>tZlG|zcfQzPqm;dVfZc?X
zVVEg5^*a*uk_XuYjN6j9Mu_1|LWXOggal^Z7GqdTd=z#~fL96!#4EH;y<w6}#>V;n
zV<w~PCm5Mbpt5#cBqP5;eFF<HLQ8!!MUt}!luI8Co<MBC9P8~5SA1*+rQE(BWcM{7
z3^!^J*#16Gc+Zasi;@uu@oae8zH7@U<V{=|v}||t7<r6q3^ulW|HSaku-riW_IIp+
zf0L3tl{(TR3hthRlPLWFDT1c9AiDg-6sQO12v?YKZ&k6AuEq<n>#8h0;vBh$%oJyQ
zWS19*j#Y?@mh@35bER+yG-c<D#l~r!IQPfC)(=a9-=LyT!KWahqVkSA+p`wNKrmMZ
znkL|uT6z^xxRV)bF<fGv+H(~}vzU8=(246QIxGslQ2n8G(B2mV57|aSvIwjG5PY?^
zUMZRPhb7&S!e?YsaO5{M|1)zU2ybyrd^5&@D@2=7jkVjwM0gpcQM%>fx}3rkQ!n>q
zOt?L2F3Y@8U<UdfDFj+N3Fyc5{p)R+Y=|C2izrcwe;{mHf9*>s%T<t)*S=98TC!Ot
z5RN6cZ(vCDs|^U(?o7`>={xyqS_SF~(w#|;1c!pBVKtS9Kz>vR)O2%(6CSw}&)&Vt
z=*ux4L{fMA$xvAs<%U$!?8~Np1cd>+#KK<pS1M$_gjy`>ZfN1K$KeRvT3r{3tHn*m
z^8E{X)8lMmygJ!@(jx6nG-YuXe#MlsGyaJ(h#P+qLh7Llp>3?tlD3Z`dFZ9`5FH;9
zmD)f^2;WLYX1HMR^X)RpyY5jU^+DV=)6{xSA1=oIevuj6%4a8jhVs^I{j6ihh^jMN
zyL>vK+M*-%3Ms%Y;ydL(ZAuZ!0jH5QTPxeE0w&(wQ1U1DT9aBFlSe*`Ei2VRYf;D?
zRq{E&q@bDeKIk1w6;-u0V%)Ft**b~9#d0({T%U3`z4O6i&x2iu>~z0dm)d0+!W@^I
zG!6b46_vz0*=e*M{DTx+Ec)J7P@+D@`3KI&5fUG!(Sm(~88AoE#=}W~$+DQPm|6M*
zDmInjvLtm0&@P|oSY}9r)1RZ`Id2uh{u9Qa`=OI@6Q@CXIY<?9yK^qVFR9-BVcMAS
zgpTr1LrGuXzHL>S3^D_RT)|(z`WCHqW<`EAKjvqjcSV?}=_ptOC#Bpg!NjRFgA4mD
zZcUL8Xemy(Hh0ded^I!m4-FJO-cW#7-M~q{VN*CAch$LkFeRpW=r&WqCBWobAin14
zE->NZbwfMM>-)!e+49L^Aq6<IVyRA#ASJ^yT0fX`OmD=(A_EiEZvxzap=C{{{^da|
z_!*!~?bbU5Hi%h1VO|pFds&qJW+PX~);+^;W^sG`BW;7W)Azw2<Zg3D=#xYiDq#m>
z2f-d)t4B=rMe52>u9HMtL{NTbqylih9Vmw=*HeZ}1$~*zRxP}8VMrW8My2kc{L+%2
zLcJ8Nd<a_MdC06KgodGGe-M&%ex+(+!ay)D*ue8b8JLm9Zgh#U%RV*fq-Xo>l_G7(
z`&+OeD6zj`TXJu1*X;lSZ^n;PNhBL|%%L$UcM&mGiq1NM2o*zE+S?#W@2nAT!M)O)
zt}G`B-;YVvHl~KU&{at=dN&E~=8MB(xWb~|Hqp&5Uuse7Ev1hQaGq9WIVf95TpHxS
zS|DCU`Ag?96thal{S{DfDG2t!e5TA=VDl@ynNoF}BDblCFHBuHT-Sd5+VsfPR`7Lo
zVu2=yej9kfz2Y5ten6^Bw`rUHcnJSM13hUE=9SplQx*@3xtdx|x?1l3nN4wJKDmur
z*VgAj!hJ#9o)k`5w#s$S)USL0xSpdZ<1b-s`wXS<g0A6_wRbMcT;Ch~{$PFumP9dY
zuzxAc=?|`<CXwa4FXpct80N4Yl4YCFByXD*V}lK3+9a^KWywctkii?5Fd2!lL!Oi{
zEB9q=#tKNIKNNh!-u3!67a|;#Jg>k-qIV4VogNCrpF@gf19sWX>VAzr7hLp+xcwv=
zdrKXwCUrN_goy8lm&MhA9*&1rT}}dTMH-pusE#CY-oRF&(C1ls2uk=6OE#XD1f5FU
ztuE0{K*hM0=p0!Z%F;38t#G>}=XJ{^@z$J6De`ou6{1jtYV2rR<GJFqI%znYBZ*}y
z^OBJ7-Qg6ysW55}8W=iZ-X2tj2*$kQ7Ac5(U=_H8dN+`KB*sjY&LeOB_MjE&cgo|k
zt@5VTx|=TB0;L{CLDsYAqLM+4;_KcIu?rLbXB?X!#?}>adgUAR+dp3NBvD>ws`Pr(
z=1r`}s1(c$+C6;iZ@~u^YyV;H1JKJTQKTuPLV}bdQi@Q85KHoT1H>)ZegYI>fA-kn
zuGa5=EJi|ao<m5Ddv)UXANwH#Nb%3}yLvjJELBQp$(n0S6eXx2z!Apuj)hlI^I0J`
z+L`_4oXroCDl#+TT;}RMqn1Z93wvb+$d<>+s4#Hr!bYeG62d%hMKyMwYMX7O^uuK`
zh>A_rs%zA0*kZA56e_k+mkue*)ZTEd1t{p~s}X(HJGYCm91^j>wD$hS!pEWU9>fK}
zm0T`|rNX+<$DfBAsODJLQ3`_@pBK|80RqhXO(942jX-0woDeD8PAo`yy&0Gj^r{VB
zjbj8Yp~Hef_@qPWv$@za_wJ<1PPDSb#XvuualY!<KHFGD0J&p=O0VOmQC^L&g9m=^
zgC=GoUtKI9hyvH3oC6ZP&9WJXxMXab$9@?X+T#~X_~v7@m#0tq-^Gx))#W`#V({6T
zW%QNVXGehfWDmod)#(2*Y9=}#$9<IIfVx6-dOam6t$;K)94_*n6N4%&jexDor)}~P
zEDNpPUFDgtWzptemIW(*dlw}U-+o}OOFZfV1&?O(C0bp&E4u?P*r*52xczh_>`zKF
zFVR4<p5Vy=XJrrDiKC9C(EqUMFgOv$4!~~BMRS6o5C8H&2_y`27|N3hjg&e!*^%(u
zlgGYBSKT+oO&;Q#Mi~y1-S*e}oXD+pCFQvBWdbLj*JCr^2t}uEunmWb$9ru>kxSP9
zv8=BlPxh)gCHP9ihgf?VUjJ95q^ml)OnI*9tC790?aM+Ni&P>{kvyR?`cwkL7lCYU
z>hl|gSibj!r9mV~?t>hOVAE*0wOe8KbxEJsZ;O)hSyaoAzc<i!Ck3%4KH^gF0-cu0
z!0=Xm{$nj-%S&A^q6#2}$9|JD17xFBZd#*JXlV~Znbq<O;ad@QTnXs$lp@vbxtEWB
zPi5zTp~Xj-b<NuZ!ZJdAUJ;e3)xahO*zqKlwGqj9T;nL3Ot3BAZEo%6FB1)4QFffs
zrCp+(MV#DujEur$R>>q5@;FSL-d;1TnSOjMViO=6BWq`p$xiP?FcHo4<mqbS^pLHx
zYBl!-7o8e_T0-w{qkS`L@w7?RS50kKIK0X!8Q&f1C*g>vj2)925Y2GNsPpYa)rI}3
zhD7BX7ZS^7B0IgU2t?=R+h6ti9nMUNP9iGS`yiTYPet;k&cyVZ0J@47cKv=TH&Xv7
zdT>^mIc~YkIt$+Y*FN&Ep09kGV8T@qeu{v?`c^5esQo^sAob%|nt~fK14m7TCtfP*
z<n5-5-zy{0Kxrr_5JzORBo`r-{hyM36a`{D?=~}{tJ^7AL@i8ea!p2ZO&up%K8~F5
zGi0kgtT}q8$-`W=<>9K1!7sN2W~S12Qt^^xRR1ctzb%YA7w^bKFmS0;`wXjN!89-J
zD9`X82bfLb)bQOz9*7rgS=~Dyp<byh#O=x`<oDkhioI_FxV^sy<!!Hq6k-Ia92DVc
z>Zk3I8bijErlHqK8hYKLvg4Ilja~CR(MDq5JkvBZX6)WFKpJwenHuY|nraUyOyB`p
zzi;NCKBv2uU-vrQBRh2=T<aKt4G^fg5>vWvzF=u9o##5Ny52EUCjQRs*@S^ad|yLN
z>lz083@tC#Q?WO|HoO_(b;+-EOtQ);o>!&X%i4b;aMj!&;pgm5e4i;}@bMLmWGjqm
z-v{S8b^6J;poUXDHlH9`j|e|X3l#ND(zpEk6w`WKfVKAa0dIknCY1m<@^h@)qeHM@
z7NJPE%p#Vu@W=J~UnFza={WyCLJ`T{06AmUP8>?aDy-z=?-0vQ&?^;aL4uLe<LQ?`
zEAy;u5%i+KguS6fN?XsiU014gu?23ARHmFbST5VJVL|GiL6Wb;Xi|b`SS$IbXA&2U
z;TOFn!6Y@cw6MrtfoG7G6f$j<3)~a;yz<_`+ddr>)OfI^oSkxh@y-X<)gXTTtk#Ie
zS+l<SnyPJbL5@5rc@8qt50c|PECjQtzqW1k&XNtnsUuGUJ)VQF_C)NqG|+)fT9b9$
z89Ib;+q4v525CY^6_&r&3~<Nd$oQxYkEK)o<<?3FFHNWxe;2L6fY0~ou~0QqwafN>
zKn+0+voLeDaewH%^oaK7W$iU^9KDXqzFT09r>hVaODL4Qt9`Cn-L5Gc(uB8VQs?04
zmBDYF8wSPLEp8t?!{+23du57eq1(Eiom@qY`qD18RTyP5+AB<h;LmqyUS7MFte^=m
zekpyDyLmD4V@Y7nZW_+fw}vS*ad+BSo>X7$rx0R#vI>l58WP^bqf^Sqov-be7vJ|E
z^i<xKyd6MrRFitznHm}Wu)yxp6lG~u0yvNBV2sVw?_Zbu_G~P6)4lE2Iaym|THzYB
z_mR!&dRtt$otF35yR2wI&c~ST0s=u&AQ#KLyoT+k136g>e9M`E+^N18C2u7#{NE0?
zA-9)*f<JjW{hA~=1`cnsj7sNl`^Lor`OY4?`{e7Sn>2f%jv;nC+J{EcKLWPg#^OQ+
zUv^pEus~*JDkun?zVvjQ9d$hys^Z!o)+;Z3ZLq;RQ=gpKw&gc#?+rE{rrsZ|xQDA&
za666b`3>aca@zIHJH4kF*O;u9hjO+EJXBRC%}BDA^PIcaAe{8T*_-NRNATC)bf#Z5
z(*wJ)sPg#<E|yA2=5lU~@~sNST84xwXCUs3o?Z8TOXMfp6Fp+xAD`%DF4sQs@wKMk
z>j^X-*55SLIqewuyMGyPyYa;k#MK&{9LDJpup2mC2pue}v$B<#>CbSr=b}4)?k*$9
zXFW9?JW%{xnt2^<d3AaX;_*$hT$te)u#vItTG939k35~9I%nt<6Mn%C@ZO$jxtT(I
zk(SN+@-vJ&Pqe%_*E4u_Ir(y3A$vaY+dXxO+I;n=lF@H^+Wm~PeXCW|P$<=WeB-{<
z>-2se)A+_&cW}r#oyK_n?wH_MCC>7_jalCPS7EO_q20=`k(?RKZ--@kq3);05eIiZ
zEim)|F+(KH|9tz;A^6W(@c+$1*ue++7GTNRQ1}lj6|((Pe(;}~gv^Yr%>NDD`9I}a
z|NByftpDN=2he{1kJO4~W@aa3kTkV4w*Zi%GqM8c$pIwjj`nso0J8D_*J`os|CNON
zf2mYq4ure<Q07Qo;ZF@!XWOXfGrdJ?<0Wg6_H(q9N9yI4YtPH7!rI4mbugjgBIOif
zLgH>{5MoH^;P`mN#CUv3Ng}=gROC&AbVgXGakn1d9v^x9+_2}#jJxT{?<|)4*4Imp
z>lqwijkrHoTb+7Sc_Y~zAibZ*1&bm9?-GARD&9{<4`xLw!hoOS{KJ%=XA(vV!jus}
zuLyt<O0M!q;zSTi@PBLyfZ$7S2}pc7t}Zs(ndpwmp{N+V6Zz%!hUjJNh*Z#&k=d6z
z(%{s-I-Xy9+97_ord~mH(XS*wD4u0jKmwDTyDjGOQwj;A?r+eU5|wkTtGQFgJi!K6
zf0AXWjXds@3qOSOJLpJvwXm9yT&STQLQcw6S?qAghfqEUsM{bkYNw$-FDs|XiZa>&
z%@x5Sc3bI6i`;+54J4V{BExd)D!FR8F3k}T+!dIk@zw4OKQwx3++aYH13E-4!ffGY
z$GGIbO>(~!nK?MYiQJ>|(fHgoh{}8(`iML$V6}pT>DVh=FZIJuwFv$jgQBeSbh**o
zbQRrKbMgs(nj*x3b_C6vEbajUVv9fbX+U0rMKs=?3;r~ceU=1Y-C*#G8m<}Xck;dB
zS!%{jQrxreCJ~Y6)$E`vK?~kZUS{6Ci24!}gli>+cdF{j;=cJ-?Zj09zzpB_FJOCR
zyL@ZzyL%>KH(>XS61+(8IY2xh@DsH1?5DV`u7W>v@<K-_`IScm>erd2{dIIt3M>Pr
zNO^u#_*Q4E!VSns!$<hG7|3ph7CB9qy-~z=T6n6xt2ycP+rF7XE(ya^+({B{O+U{>
z8^D*Y5g*Pu#X5Ra=3Y0wNDb({NJdnPI3Kaw+Cb(4RuytND32j~o*C_Ws;aq&6ybNq
zmlokKHmbSVzGeo)=Ax&Ysr@SZY$Qj^n+<>9Kwo||P|;kN#Z@<}Jj)sxPIJvlrk?rL
z%x|NoG>Y@6h<!%{XAp7@W3^@rE&H{yX>*gmr^4H)f_75jR}Hx$kw@0O^6a6!O15sA
z^f4Kjea85~8YpoJD75~)yUW1F#^$~7+prHr1)aWaH?Y57xMmAbk9dN<bCR`J7VxDq
z_3@pN)YMd(x-MmP3sUuJ%{{vuzMeJm8++N_7_FnnQeq$EqlDg_8PA<h+qras+WM;=
ztPDxhB?8F);1$2onF<@qYD?V|4HhN`jl3oB?{3Ox0W-60ezxxS!)APy1%j-k7EThu
zPvINNn(}har&VLWlk;mpO?!4%E>)`MO{X}^_Z2<2oQ4PhaX_y7enjc3DKQWW`U4Gk
za<1oDMWZlDAHzf)^a0HIq43*y;s=$KDYZPQk4-Oo&X*-9huX#3xdzHphTob#%;6$v
zrbY6>#z0f!DwG@MEV+LCq{ZOQ$<Zo@(IdNivhuwM0-s4XINedU(=;%?x(!&8zPh^W
z!<>ZmRK!REi3GNFtWq*RD~*gScNv8|jfP)Fp^=~$ZUeu``@mq~mYeK`>uSJM=yLqP
zi2MKt$uXOJSW<F)zVlcjSt;Qh^4M`OncsahKA*O=ByX$TPET?1pr#IOp|ga`K>`GS
zqea?k{<`tOe!^I}VvNr-2U&0B?Jd`uBiwI0RWF!Iql2ZA*Cu6}8z-pHtoZ!qii*>V
zrWy8-$jq0U0fcuRY56<1%XKwdv3a*Gmo&>;P0>?{Drm4DFT0J6fP8+5px`%2{EH{K
z_bXnct-de;G>hSHD;nF6bh`QzSUFMcs0lU3QB^HCDCvrun%~=rH}%A^JXf6T4OZuU
z3u|j@VR)|TmQgHblZ-V2$BK~w3k2fL5m$BZRy22cC~sMs=TeYcT(()3BY5N>HLs^B
zm5qYSo1v52IP@RH6&r)9ZNd~ZJB^25kLRqa%~WJw>c{GJTl(kh$)&}`>B3?%xE#N-
z2O1pHYZUVMwNdtO50ezOn?^Q|D2^4!8^nl>HcRL0kfo1`5(II<Br`!jH|^?vb$NMa
zNiJ)8lo>_X(QkZBM_y{g@tA0MzeqTwqu9qwR5HZbxwq95@?=ZA+Z1TaSRPeY)iQ%e
zXSxr-ajf1StZewaKe=3OYSkFbEAYP-tEn-CDF^d{FkT95YxbBkM5QAMFoW+Qtb0dl
zy6jNn>6|v)l2O1hYLy_Zf7`CJf2i|sDAH=UtQAuAb-e9Ad#KyKX5kAb`vO=ikV)0S
z3{Ik>Vf`|i#{moyo>ighwYrvS)UArp?%aL}wDC9BJ2n$lHimo5;6EZR-+v9NBJ6kE
z>eO`DWlkfn`#5$qXww4a86-!Moc)a<TZO=8v7oYvU?6A$hX5`{EQJG4#S~5kEKhBz
zU{%^~05L;AgB9&kl?FqLnUvevBGg<rQ?FzMT{1Cs8u2*OEue@Jo5rTKg@;!=!FCag
z^0>mMDuxU3wQy&!&0f|abAWdZ)Fo02ZGTu>V2AxnT`*#a;qJEAb&6sG@dc3yIGwSl
zvGD<xdA8AdWcLrER>eqsiQND@%DZfu5&TA?#e8CX9`6pzm0uEtmQOJX45JCXAWGTS
z??p{b7UyM~R=7%XS&ArYps-&h;Wgn7vBD|H+R4*-0z0Ve+CPEDg^c|$=yl80Xz<rm
zNhv6B?kAF0g-@GcHiG48Ei7ho!s#JC8&zDFLnSxV7+fllUHrb7O}Ap#t0R9*YF`Y!
z7-r!ylUECNx79*zE4yV7XxO^jzfd<*+FDp}em*S7^%arxf4v;QuQiQ5?FJ!Kx=6o8
z($v;d4OOiQQ%Mj37xd0dxZbsYADBzQdHLj3o0q9uv=a0BB56d|jK0&jNrs_D=%)zw
z+K-hVN}QPRF_JXhV@R2xyNkCQto-e?d|zYo!O>2h9|UMiVqjyjZ2NwwrKP3P4^G+Y
z%F0G&d`w>VdLJ^T;Q7*HpZUyWIVwkdG`iXOI?>X1SlEyUG>7h1awqx?{UuI@?tXDu
z>a5xE@dupYvQTNk$|=K9r4GvlavJ-}QxppMMb6uEhyGwFE8E0hE46w;LIFN%Ou@?h
zMaZB|$~3I9xm=_|O$?@{P0u|$3yXo}(#uc*NvJO~RW=u|wxO*;YE5gikdh6a!jftW
z79Kxa@{scEL}Haq(pQJ1RyC2fI$Z9@vgAUu?0VLkj{(P;jb!AypO7V#+~B;LJ*&2r
zioi<g!xdDsf<vY6B`$L1wTr}(F^a&7<N6sT=t!(J_fdk>oy27w+kHO<LTM=KgkzPl
z@t94*se%^=2M`2!DJVvu!iITYUtc9~9fGy9ihIA_tc`u?$U+q(OQrHbw8+$*sI?KB
zilEd~RtZus*LV(B3TcLI_Be|ku_M$^K>2+NQPC%EdCu$GRA_Fcnyx>0@}U2?rt@E6
zZ|pPSQV!j`lo!P&jy4c`K4006C(aB4gZ@Zg_5hHZG#NZ<@dBPh*WfRg#-y_t?@3$J
zhGB^`Icp;?NsDG+OQ#GLN}%a43D&qGCM{riDgUmLIEfIj^?2aa<TqUfrTTd0q<z60
z3|i9cHiGAt4k9Ht7{4w4^lONfCsKx?TeU`F9^SSVFkW@^mJ2b`M{R=e%en3Y6_kO#
zzl`XqRTEx(j)kgTf^#}c-dXI{#$y#Im-s)m)y@vqL{J)D8JK9NWf8+`Y;7v4?S8>J
z+4nLQpn8!);p6;#JX=z?XqHxxm2IxHzug~FFIjxR6sB6oMPp1HroURI3bO%nC&Li8
z5hk^%7v&S1qxrNnVLm42zq}O{!SG3#+>h3UVReiZiHn<{hF;+5Sqpuqj=I17JkXlq
zTG&%cL}xdma>5`_US3(ra~!8qw@*A}XD6brRegJ0F-RLy1K~q8tF@A+;SN=N%X4ZX
zV^#yPDaQeNL}Rsbo^u09&#Tsq1DdOyb}g`I3txZMlje%`9ZeG~S`L1K6bNC9{jp=E
ze6cVPtc>jgP?2h=8S@l5&dPdvIecMfIzVQozdr9K7^=8z|6&SPJP^+*8r_eMQ+07N
zrK-2w<MGF6V5ntb*Y_EtspX{EGB^4CNhjD4&H_gGQhQOfGOjNsb{$Wqn)Yh2Sz~Ug
zmL3@z;;N<yRkUhJUH@~O^SM3cozJFJDTm}|5a2opBeH^aD^ia!!<~(kx7Ht~oK4Bl
zbt8->S^7ZtdviZYDg$__(vpmIutM6bi2@+a8Tv)CLfk#up2zH5*JW0um50C?_|T(U
zjNsB&q%RU^V*_d4$ar_vwV8w`c5lj(g0Ii_tUzfwQJvrqm4oqzhSt{QaS^O2p9SL5
z2*7HU=f*Y@Jngql5zdVhJpDk*Qd@Zuh>_mb?RuXX_fgPx@FQ^e@b-|}Zmh0U)Y{6L
z4xbsUFI*J=s0C>;==J4)B^_9-P+3w={BfeCr6q5L=mGeV;`hkYRIBc@NDq&g6HDyu
zD3&KlY&;Gw7!+=3&GL*;7cpWlrA3lrLjDd^ZwnP;roln>{QX2TSnA3BbOg>&6f}X?
zY#X3?dYzw78*<h+D>8sJ$xT)<)uy^1Qv_|Lf>i-~Ny;tF9`->}9^PG(Q!R>UB7Qq4
zG^QCT(w#aAh});2^v3FsQLX}49N4Jq{j%B_DJ&$Wsrj4EWPCAUWoHaoB5<<uclN9s
zxQM4kg5`HA$*-R~FZ=ttaxZl$DRJesR~fkhWnHdwxs!&Z{F+#`@hVmZ)qm}alHY3B
zlc*K*yso%t;KknRjRqD!63JP?8sz?Kzu7^-!z%qh{A;FpFp0o$D0EZ9dl#KNLvIJ@
zWTXPu8G#Ic+uyH{Grca^n8VArIs7~`c52+w?(tbqZS>DkZs|j~VA`Y%p%HyXR#g`b
zgU74JO%m&c+%(aCy6U`s`h5V9T8DTW1r$CcX}Oi3gPiit`a&B8iY&5A*`jjAD==d!
zDT7a5Sj6u1`e@$4(yvozFvUphMN~uW{ogyjRV;41Smu6JvxrS*Q{3?rr{4`B%KMCx
zv_zH)d=Ih57#KXlREi^CU>b@l0_3fw<yD*BQCff=q{aXwSanA8FRMio2sGK<?^m6}
zAI15>Ed~K{G|_+!z9fzElAlcPJOL${80AmA-QBUC`q_I^7^(QsywrKrlrfm1^f~5f
zM!&2a@7*Yg+|&i|tH()B*>Um%%M7pa0$Y_vL&&@sRtj=SQj)7>PNM|X${CViBC)2T
z^}CK1#fV3qJf(I~f?qVObb|TMC)znvF<4yASxyjkoKPUy%5nj~X+RH`Sy?bd0eAT6
z>?NOX#kB_63z2iyVSwZnNm(ij1r>O3%*Z-2-+y0IHe^Xe>xdnbo0&3XAnRAh7<4xC
zXQB)}6E%09@0(?Y5SgYSD5FA15@2VBbuuO?Ke#B8XEn!FyIOQm1PPtW32mVgXR1{p
z2|MVW?11KEI@X|Zs8&;l5etaLlpcvAsQWn?xg0HC4@63zVQI!*6%d25I*dNiET6Fo
z;IR5bomL`@3FEo@<xXz3N~W8rroc!03dJhDz)9S2)6>doz*E>nm`3eD`gCDSBn*%L
ztO<yA=JM8eabyi7B@R{A&5D4fGBOnFdYG57iZh$ewoGw4SN|3!s#wZ(UAI(UigaEy
zvibtD@P!FqvC-D*aIP4zVj0&C5`&!KiRH4ZTZKneGKjq9i6xzf$^9*V<un-XIe)D8
zTUH+B*kjQ@(ON`^PJR|%E7HC-ydc?^4`3IuH<9ZH5C|)b3K1&TS|$)4Y@>jWHfv{u
zqg5ReF#^h1SA_!?rl?h^bJbxfcst7;8l>omxI;_|1bb1LQHXo+z)+>iY#Ihu2#|m3
z4v5C<KUPZcO8<F9xo->^Awc_CI{$URS(w<U;xer^=qQd{0$>kIW2`4?dk}TbyRj%w
zm34y0<7Q1K>iD>ukgH0G2sUN8ivP4~C@me99;VTjl9aU9-%F1nlX>2G3YkRdl2f1>
z(SzqfX@6>fHcMSmkfap5*l{pC4>?#DP(P3`Grv78Q_2<{)KBBJs9xPql(e9N1z+p=
zMPtq9)PBa0NO`on?}TLh<GSl!o=J3bi_oYDd9*tE`QU}E^7po9m39G@Eq2n52Tevs
zM(NVHXxLL^q1Y9MPS#HAc!Q*)>Pb>e=--}e<~BcEExzX<&9O|?HsrrOhP^H*u}TZS
zlZ_cNRl9Utq03cpN>`YN$V5q%q|<ghPVl(o)WOavTFFd$zTVE|?l)aGY=vUCRTTJ4
zwVN{ATrbxRwHq90^3hVYT#OHjiNK_7cp5lO+u!+{pvh2c38+Ev<}EU1@r1z<+IW!I
zrvPa0B#KdTX-UbN9|XAkOMVl&*3rWR)Q~e{PP#b?>uPiLfM`elPyM1>GH1=W$>rHD
zgpD|sA7u6nnBt!BIq9+m6YJJ4Xp5t5>JF(ki)5m~O44<8-A~%K<I!=0Q||!lFXpru
z5h{kxAil^PO-<SMHUI)2vJ^l_&}&d5S7g_9EAB@_F-y5jm~jNRN_s!U5t5fQh(q4|
zgQZUfHHd};fs>W!iKA44gY1qHkIgEX-Ly1LJ$62h|IOltWH`3Jj2@6N_a|szWm6ya
zu^)!vWdmkVVyHzfJ;WZ~F;KjU*M=wIC(*AXddbWFoCJp<OabG(YX-Z$X@VP3ut`l1
zk5{G<T;oVtiiqi<=qKF5le;zCgwG3_22UQJH|O_p3WZ!7wPo_0@L2g+Nxk9H<|gsR
zRo6yy!7H%DImmpNKcnp%gX#w~-oUG$9hVGul%`-W>FWxGOB(>~wP0icnRoC3FjTZ!
zh!@)Tm+S0-3zayV<G90%mSgb((t8XJCNANtC<+Dk%nHS4O)u5b3`k3a*F^1AQ|0(?
z2WiPBrwu5|ZvP60Ggm4Jofe8kks^N(>-#*a<=r@?6Y=qFok$RD<9i$;`PG1Ld*92w
z%M*3lj~1uGwI?mPWlvx*8Xh<PP!fgfjnnFJ{SK!F9PjN<j8zrKhv3X}Tv9((v3DE~
z<Kp5F_87U_t3cS>7}xhw{2+sO+z;SLPP8MFZc<9OSUXN&W*djqFECanlttN-+<mRr
zT(gUgNWeIxN3)rPM8Qj<C#~zcOQ&*XMxq#cI3<1J*-2>2;N3<~a=osKrIIc<aIBZB
z+mAD?y`T0Aqv-b~DjoK35@1HaSL^rR^Ga-4smkCti(e<I>P<MJ+P-$k@tR+Iy&uq7
z3&fWyMc9e+=(H)1u#xgmDoySGwqCDba<@y#H3r0^bXu$T184<}n6dy@a`GVC^QK|Q
zUs<yzqSb`AlAe{fyWvK5lg9GK0M&sjK28=D3jr}CRUknn!AwHr3)MB)4*+GLHqcav
zwDp8q+?+5~kiSdzRIpXusz_jDJOW<SJ&FQvK?_>X2m=2LVLH8}0WW=F34Y*Z`7>Rt
zrk`Y+Bk_4IfB94sLJi+5QoLhu8nE{lGgT)2lW&X&suH*Ni~WiFpYZiMU#^)+x9prU
zCwY+R2&wd>T}<|Dfu?+y-w{4NunN@v6yDkIwe*YQj!sFOTgK+Z21xK?`JW*}?aXsW
zqNqyRy1F)|cP663qYOdnC*b+Wh<{csAXV(2k8MiWv4MQ9-D*~%FzxIHMI)V~OIo-i
zyrYtHU*hjB7?|ys@LreP=d^`>^NAysz={Fr9dif+Sl~PS>*4Y8d`({XZC`TitB&^4
zBuArmXM8kckjH={ETnQ`T_;NfbB;|$hFc!LI=69xji`$#iXV%OYa(|j@8;{_Eg@;*
z=%r64Gm54vP7i#Zw=nwYH&jFFbFLfJ$_Z4qFHq)IHVil{2cq3WI8Xw~dye;W$*)S&
z#AdMqIP@DXO{NaD#r27Th|T!PJ@`snw+#b{nn!!7>#)C(dLD%(mqzOO;+Hz&!|A2x
z+}ti!=X?u2VA4sroGU6Sz#8El^)A<2&bvJB12@Cx&ymhIcqROCLCU)-gJNMdcatc;
z^gd0q{NMs`O^IR5mVmjeyp3`eYxkGUjk_?$3S3v!ot2=I0RE#<r;G0k@DzBjGdp&1
zv#ZVa8UA-#enof<4P8kf^PL`_zV_ZJt)r2$2u8VuM4fNTVWRAyLmK&q!qCdlpa>{2
z2)b+!8BQvtnK&*Xy*kSwtC#tr*!de5x?na9b#-KapY>+TpdWDk@i-X5vl9jY3eb88
z!wo4y!k!EFuF!g=I%+O}ll@51J=ppmzr1zXu(50`z$MRxiodsxbfb8-UU7?=M6z3;
z3LhfT<_gA}+~I1)JA4S~PMIRIhg6FPaM;)8V8=22pX>%m`Ws=LB<SaV0M`5qfcXcN
zVP|1w|2JBxe}N_cJyyfc1ORZ9|5vdZ5jz_@M-_V`V^e4bQBzk-V^ax7BaeTF;Sf4I
zx&Rmh{|6BoLVkW|Cuc`fBU@;9;LG_2U?4)+f%<O(Gdc=)wxMdR`S6URYuaABQkWfz
zX-1K6kWb}aB(}+T^t%(Rx0rIH(B^o7nOQqgIF{m&506k^6039~y2BZk2OOmVSW6<m
z+=88OY%@ui*L&Dc@kK@v?a@5*zZ`|3So6YPydwX9?CJw_046=gW&1x6^S@;GFHDYu
z>EEQx_8+k~vi;AnH~v4!!~XY3SyV(-)YRC{#Pq+B@%QTY6%f3TiQP|AAQPZ}uI~*X
z5g?F%yFfufK*4^1fq{a8L4f}N`vC<B1qB5O2?-4Y4+{+q2Mq}ciwFw`kAQ%P00oPL
zjD&y;_>A!V2M7idXaR%@7#IoYdk}~K2nZM)_+Qt*9s+m)2J{OKC^8NO4FmW>3nCB*
zFyL8Wpy1$OV1QO1Ksyi^5;!sulh6+oB_jx82UO;OgaSws;f6jm<+&SDmY<G+P|)ZY
zm{{0k<P?-t)U0gm9GqO-BBEmA5|UEVDynMg8k$<##wMm_<`$M#PR=f_ZtfnQLBS!R
zVc`*xiAl*RscGpMnT18gC8cHM6_t%m%`L6J+uA$&2L^|RM@GlS=NA^2mRDBS*7x=g
z4v&sc{+^!Q-rYYuK0Uv@zJ0F)K>`B<0SN$o`TZ@7r2NnO|L_P@ki=x~Liez)jbA}J
zJX9+8&m}^ZTmB811~-u7Hq+~a=TA}BaSPv#tP{kliq{%r0#?oZO`c*O)i&(#P(4Os
zF%4OMDo9>CU`)H?B2{6!U><E6e{iaG6#@mOLhYXK0SRPQ-5p%s8HuZgE(}jS$(|_d
zt47|OCe~pH8U3Y-hyK@Zg5_1sl64~Z9P6Vp>d)ySb{OWlm;x#S5fF&AHXi!1QUahs
zW0pSIWOygVbjFxgzyq>U6w%%iFkKRe&3U2c!=&5Nu7>3d3=p;w^5`nNI>;ssldwLj
z=yfcKNtrXN#i_<iV!<uMN@pm?3j{)#t)U8!k|PUMW1E9=sW;UVWu8?tom(A6na9Oc
zNFY#?mBdj0?^};P#Ekxzu`qY$bCn;2@Va?Uy}6yPM)*r=pDn$KAXAX8!<n_Y^ly|I
z?1aUYS#E(~;yi_WS;K5kjii?*86B)GHGAMXeqI!n4RMordhV6>7lM8gMW!^_piBL#
zst?{k9&(p(bNrNhj);dKBM0KkKR?<M86~UO8?F;1D(ZZ11cHkeQ(y?WYQKT>UhHty
zt4|T9`Dl)3kp9M%O`mB1VIKs3tO6SQGnIGbBQ?0{<d#23&{_hL38!iL?P`ME$RKJw
z!vcA^Gowlmr>(aj0%-|Dv_+LhJg5C&Pel{%%*r?2iHG+TQmZoWxBUJv3s&EbjMUfR
zFE+Q^9GaSvpyk+s$`C4@>ksWI{AjrvasM(X@k09@+<eYCl3j_=%`XQbnIK&|xsv%(
zHh^9~e2qvD;x6|Af~6;6thK15Zo6xlO^Lfw;cneGzk_NPz5A}wbovF^*b*Z<p8vjF
zKF8|vDnA}+2W9!&3c%Nuc`tzc0+p|kNcr-n5q_raoSN9!m=GkMVtX<j5nI}mb`uw1
z)Y~d<(Kq@~{-JgAp#A3>SM$$9T{fF7-zB*-O*HmsgyXJ8y*tmqm@kH7kTyR3&7>=0
zsw!yYElu(o5&on8ztc4kN_r!~{v7ouiyF&M;k~Q=2QSt~b+|wbrXv+~Y<zOg+xXu=
zacw;<PY7X1@^K3<)+aOJf-n^h=la|`?khqC+Bi|^!#pc1Uy#jl3eB<VikvfSe-o_~
z_4{uE5isjAd`V7$O;W}55!mjx`cdP9)SIs#Z$GWizkx!*l`&Ui`@1{tyu89?C9p`)
z?iB_V;D6kk#c-Yvc`vyAnw1|HXS81O#rOYJI8)>GJ5otJ-u(;vl}3%=^z!S`t9Jkq
zIC{SuXV`NxmA$yg7^KIi{dQ{6iSZu6K>KgAK{&!O@fZdEad(qUPt%I6aO=Ee9m(x=
zh&lta=E1>wm!D+A)LRk5t;X^;Mt$Uhtd?+e$dpG}^oI&x@pSkg@TtBvM(nSYX;aR(
zg+~NTzD;nfI|qGhFM%8qff~ia6mdzkzqyEWF_)8uwc^%iISg{Ga}SRx@gNv%$NE&a
zBWqg+AvX{ObxcVk9A?6zWmu23zX!JY(x$``<)N;ux2u2AwQS%E(yI6Py#(y-S<}Ww
z40+^+;ZGcb`JwqV>~bOFU`BwJIKRzroFPi#19R3TeE94g*s(SeJLuClq@MuAhW5n2
zSXHVq)0ppbQ?}Z`FWuE#za76VasRsw1y9Tk9~mIWRo}v%KMMtx&Wb>QVH_CtB%A!5
zm=gWSS2d#$R(t2?yfkOQ4L7eRE^8b8rm>WXRy9zJI1$v^WA_sF4MgDhX+7e<`BJBL
zL!WBi9uaw)`9`4FuE!t;gjWoG?9H>!!gm^z7wBVcH{9X4t;w2ia=>=S-(qFho*;Rx
z`tW}V-XP4jbq=A$1v|9Ewzi*T*R0wKaj5!qasVu)F6Be7uq9_RnEr>g)81W5SG3nk
zr+e9#5X9&DD}fr|4?KMXd3NvY<%!mY?K26O+Ld@0_>N5bdM&a)BcN2k=|A4w>&45V
z+MJ+W_E0p-Y|)PWrm*!MRI_>f<qlkRdJU~N<WWj16e_)v;eOqpG<_$7jm%ed@+l(L
z(UQ;@&2*_rPbwRf>7VF1ucWe3dy49{GPeWAy5t%&zEa}8{ta}Y4u_rX-ExQC?nC;F
zj68U+`?T*drQguzUZRZP`4+d=S~*`SK9vx;`4aK7ah)~5OJl0TTj#&9_m)w0E=#*8
zt|7R)LvVKq!EK^}-~@LK?vUW_4#5HhCKBA;-GaNjOkB=PR@S%nchCND&bW8nd&fBY
z*W2TrJ^QV$uCDH?>VArgwe47ARv0g(r+@)Ef=LQDgnK1L_m&o0qbE(xBQtz343U!S
zBB`=asNj%Z$7|-e4Mh?vZ2mU-1%hPc3Yc)(HpeqtJn^r}S@eLR;Vk;mrwfD)=E~>1
z$gBFUO+qVZt;wsp#PFk0&pDx|$UNUlEq<Tae8v(DQzyO8OfAh?Rw0#<Ev1{lkhb$X
zp6R&+Epd}f4Ppgvrn4KFc?{X1h3{?;O6Fh96Rxngg$bq$qLo!-dJpbhs0osy1K3^W
zhO&4jM{1UeY~d8_xuJ0pgboj0Ai&abzSSn%abC8mt!oQUH1~F`%-uE*P5N$(D6MR>
z4APduVpD!Miy`35J5SpZDc=Z1uV*9s4u<r`YRg;WS!D6);KuihH%23A$m;pQ>dD-|
zLh$|W{S5lFMv)tir1npT1BQc#=xp&JU&mJYbMZE_X=9U3xF%G%+u`{i4$T?fR;$*a
zOdd@?#)$mbm5Q2d*bl3Df(ZH9vS)UfZf~qGDH+Y67n*yn?!*g)inx53;0{E=%dk3w
zo6FIwl(B6kslpMMp%&?#*7REoG)<+=8d6LuLuCJbeL8&%Q{OU`VhY|*z+7Q`=@sXX
zExx@6uT$oqkG)!KA!fdawCDrOr3i$5=YbTnpCqei5K;UaTU@)+GCT_WLi?#AG?H#N
zyP9Y%lzB(3wAYVlXptn$y`;eMY<jOT=(>8CeyH}}_JBE`u$SEAo<$7r!yYJQ8qGOP
zOu)&sI|a2j7Slb8v7{wY%j|>ua8pHEL^AEnvp5>#cDUF{T5GP#6Tc07%1<&K8`5Wc
ze7AF<U*;f8T*<=|8`-eaI(YUaf_y3_v13ukH@unqrmB?>yT{@g(Ty4Ve3k3;nPf_^
ziG{wcNss)TNBrkxfAOKdz&p}pH?RgPekOf^=!<)SXwuQ|c3EVI)!_-Msr}I`st?U|
zb=(A=zkWm*?;8k(5X(L>t@Do9-PXA5%ZtndW4ZKiUm)ymN|&GUuVnXpD1G}%eVg=Y
zElCfv57iQk{q<_r2zla8aQYnd0SAgqKU9hyYR*r?%}_n*;aeP)bO)eKwBed;NPFtu
zTemgyl7LR0G0(>v*?Ks3g+Y4@z3EmZ`^Rr`s3PV@`J-ZC%fAk;L8hJl2v?x$Oush6
zF5}9IuB@zTuI^_0AjNZ13p&<IKHK?3M#p8gp<XT2R6$(2mH8G)aqWKATLJ1MR>GV3
zY;dBk_ZBE~zTMeZRJEH~b4i_dGV}HY!m>4Y`~_kQ<plx~nDuByAN4FIK(Km-8zQeN
zMc9Vl;~7<Igj4pBN(qsoQjn*BE3*rw9{;;YC^XKAQ0cb7DQE;#;{4C<N&-uXKkP)1
z8mw3=o+P|KS-e1yv4KUZax=hZkw<96y_lA!(GC^!y1wC5-|*J%S@Z?sjNtC3@38Uu
z?Ww98v<!!?<hI+0H=9FAU!KJQBE)AP-E=G2yIodB1};Hw2*Ut|@n(+Akn&8U6~5AE
zu4)Czj&1c(39ndhQyUNlTXb4$_!&ITyL}z0ZeZ&RM5LQ~&Cpv%JR&E3Suf#pgjk~h
zsYCw(pl9vmM&lyCpVO#S^!agHtRcl_4lttT&%mw-<NLxoucEEH)>uPNw!UwzOc{NF
zAU{;yzo+i$4uLU?-`AINL+vu1rkX5dJJdyu;tDzbo(5}}@v&8PnrBs4S|cN^<eqD=
z{FHHXUrixnZ`FD3(>iZ?&ypre#M~T#cBA>`h~V+5KF{sWql72<yMC^Yo{jKtKI$>g
zpBUU~k0S5^yB{zQIdtlow=VU1&UQ7?M+mBYJ{><(Rp_cJFa}ZqE$<k*(_UTQuy1gH
z7dAZWLU=+HXMXNbq3%7w>bc3*k~75!&O?bfiC$QTHgr(_n{$S%jb<L{_~B{nwgq76
zmB<~mZ@X`S*Wu<U3$-w)*Ss-MOD7Mm7scCREz*SLIPdc!ANE1gJ%7Yt>8T#&xe&Jm
z88DvZ->U7Jv+rTaF>#(@_f=C$LFT!x5y!xkM~gQD?#!><f&Ac2R~q!^#)xdK`?;>U
zbLRLT^`i^tEO`C#tF;JxT&uTmbW9r`@cbO)&z~E=a!2v;gOL=IF9sNhcjMJ1mU4C-
z$`3m|x|41kOh!5MRTmDF^eqTKbO>1O+F^ANd4#iXo@x}|5?s)gK``=b;GW}bQ@bv_
zJ=8-a?@q;DyjA_+$&fPo_-bx`<<+@R^L1q?6@FjY$4ANOvh5!Ulu?Q2NrmgcloyB^
zz3sEn6S@V~VOUSonxcgRmv&>KuuDEK6!S?Oa;x`!o%c4euO8e=?}I}aol8xnQ{O_@
zcwKIcVYWP$=U#AV3X_@_H0tx<(YAPAXRkl;-_O|Ny1Z##MLk}=C}GpS7YVYyy2jvD
z4x2nj4PpB6K>LLrg3KuFPPKa>x49uU(2S;jQid~C_(#s#PU9-7<%p33AzU99i06x-
zx{ar0%m^7D-cFh23gHw;bktvltGBId$caWQLPM_LR;5poLJEoP{ijt7EsLaREM`b(
zB8_1^x;ee)jdyL7T=6;5unTM;U@52eZL;)&j+u?u(`IUtT!XaG;qb(uOpNDT#VuyH
z<md*q*(OD6_xPiPmBYt^eEh{jJ^XXYd;Fj#Jc2vfvz_<CAeH~N<7Q9=G;>cf1dh*r
zmD;3#KR0msn(a^rr_^UIt~x$rmRhg6p0)ows_c~~3!WToT>{Z2NzJe&!IZ9|F|FX7
zM8R$4(fUtd6a&2W+}1RH=trkh9Z#Y-iyD{F?XoQm_!z6nt5f_TJG*W7U_4N{o%$TX
z$;a&~D^;0u`6P#9)Ud%>&|Di;(ul*bqm!!k@C2`cL)eu!YOe-?$2SZ#;TkKg^ZdDU
zEDOZV+2&EtK&pa)U9K5(J@R-(lQ%zmJOoA1cM!1pJv_jw5Zzd$?*pzc8Z#9PWAJ4;
zrOG+e$h>vGz4u{Kl51k9QT%)BQ<C|agiY*yEs@B=AL^>)?KkDKq#-X5EG%lLJ`_!q
zFut?Ri<;*WJ?Fpw7nbxsHk9V;*Dw!0F$As|3qA7sDw9QWyc?kGR4e%i!Dn~W4J&6a
zDMFvyk&mm7;)yc>GWT=o2P@R|EvCakfu}kNahwq{T&9C-9TfFK3==k9x{TZ_N<J$!
zJqHW%di|q{PMYxLR+7D-V`Gi?y+RDroNdHQ3!Rjg0DxA<+@mscL6cK_w#OQk_mP6s
zzwWmruySG*F9{35pl!2pVZJF{Eu58{Yexc8a+uST$`XRoT`lCMLJE*SU2`gh6u86e
zU5HWWU4#_a6WEAR1Z6iHat3!B@|pXJ3ymivcm-a6$;a#$37N#t0MX=8WfjJOg(Lxk
zU$wiOpTKv4>iN77UkAk5DRU?zA>!#VB|}?Ajdga!Parnzk!JHRHu`@j@n2V$|CImF
z;(-3k{J-%s|MngK@-lOAvHy#kne*RV{NUpH-v}nK@$vBd*Ub-hZdN3gfBej3|Ib7d
zkp5dVVd;Y^mJ3d=AuK`ThcpSCM2V09JPn<%As-X!zfuf-O+9@PDkPN38<n4FIK0`o
z)2B+@Qrn((V)mI~%;MihClmDpdyQcb(EcxlRTxFjzut<bwb#kNT-*SyuHFB<iD{R~
z_O)=?C2e|X1Oitn|7xQO=Kj7h_L+Kl+4|-N^%W;UAjw}X$54!$bHd#}G=Y)NmuRzV
z;RyoYjl8$|`R9M^Fj{3h<4Uy4%YbE(gr>z~#oF{PN~7azw_OFdKVOW7<$r5i*C+WU
zop%4Za%mYD&+|nq?>Mx0KXraI{qisJ{Yj9W0|Ys|O&z_Q>s3!kMI3#Pug`vVr#3iU
zhRey}3jWp4oEs=Px$w)~-9p;FFX@pdHw|sxmCcwZ{vESFw}u;f66H#h=jP^s|9pFP
zjs>Wv^?_exk^W{}^yS7r+iT4>N^y7?{JO#Aa<<nd`Y$H#wY2w^rO)~3>!xOB64|_d
zzKm@mJn4A<Fx;?RQ%ZPq0tP{{5xV#<a;<G_R@&+ujxR3m_FZ-<Z*G8zuD<zR=Efgg
z&L?LUQAvc{8!wZk{u-hyJ%io-cqvp{eQn*0bRr9G{x*zjQ2G+>I!UHrQ?t+I^QIY#
zUdue_PxC9t&F-L$`Rl+)hN0a;Nna$_7g49H;k(uHm3fbA$D8GqVAO{{Lo{yWkLr2q
zqJJXT=y|;Hc%@nT;IzFe>~O=AW;At)3tV0FX?^f{nd<1s{hJ!iwY90|hh^Nw8#^7X
z6pOk>k<4pAy|&R5aw*S=i2I%G%i7-UZS_CZZ}$vdmP<u=?8=!&e+2s?x_X)#f_4In
zfUCZON5&7~|J1xZU+=pCW(zgf)ba{EudeIqG|eF1tQ6%b*1lZ-7xTRCysj)xN2-Gf
zlarqT^*q@vclP#61J`YTk8>ZCuP>kQZADWx^^%Zq(2LM-ar}mW;3_fj>US9d9qlCM
zoo3+g(Nlv7YWiyY<##y<T&bV@``h1~e*@L2tIYoHcUcT3NMH+X_OIE34Y^)UmrDLy
z{K=s@i5(HFe$ONSFh6^ZgyFx+Xprl#`GUB9lPxMCTF)SB`d2x`&pw!_li;_6=TML>
zVN-MbE|ZCi*1vmgi1J%nmB18+#o_-hqk$`t2Uo!TryKtnjsFN08rgs523RfpM^k~-
z?|&37c&+)*y76ma{Ld;5-oX54GXkCu|3BSRiIOh?^iRF{?;p2^R{z<4vt&mLAGf&I
z);PFZxOll$w4GiR$GbKH+a@f>7{9N0jicPGpYJL*3jN*+issZoWk;hnt^2rH*_`_Z
zd3qRvdY?q}TNg!m`A_l}|Cm-D4EA2m6)z_<QzPkC;T*^M!VWxrg}W@eFGdeNCo6q{
zU0sxan=X~@>m7Y9%ea7(RZU&+e%|L^<xbS;=r4O=!5wt{6#VoQ{SU!UsHdx~3+~RR
z3q4@trSyFBrXD^mPt`0Lxa3jMa(MwdS*$z#XDe>!s^7NcUgiEUIM~2pG(y_7%mc<;
zU~8)PI3C@(p2}>?67gOCV~z^pxIKIA?q7E`&CMn4&`706f-^^{uiRB$biDVxe;nLC
ztb6&n<nefWUi**HaK2eKB66~%sh^rnLP|ogC-8JU*U{L9I!lz9p{x0!$-`*#I<v|3
z^lu|J8unzRrNv?MV0#s3ho(=_hx=G$UHH?z^RCr)*Ku*f9Ww6REb!51=5JoIoINCh
zYQl$*om7w4b0uHuP?w4t*H65*NGt#&8JYUc70nxeI)Df@go}eaI-*!3l@|EoRnUA{
zRP;&25tTc*ueYesY<JXUh3~)kE=t?)R6V7NX|!zX`(jdYlI^kZ)Gx%!J57LZ6%CO0
z_+tWpY43LPw9e;po;<c&U4Pa)>0MK*<`Vq-lk`wsU@O`n@4@|{&o<j@=frD|#QfFk
z*ME06tbNTOFa21*X_@I}zqR%GS+V(#D3M9#Ozqg#`aU;5fl9Y&k5B$Kr>XoEvtOj@
z+Ug#*L>`cTTODL*l;e><{xJQwee>7rKVF0kghxUh*Zkgp=WzMuMfv4$0RwID{&TMH
z-yv;q{qG=caQ_3e!O2VZFW#2_J7+ilUq98y3L*A?%BjBnLqeXnD&ZEWXKDIX15Z;@
z^TyBnc}J7J&eJxSEXvBtipuf2F2P0AOJRjAo{DD>jgcQz`L4?x&N`wWt3(o69^Zfi
z`&m*KB|N^bTSq^q2^uXl1G@=0T^QRTd)y!Mtk9Jw0|V3cofX6vMuP=STMN!aLXHbH
z^IY(6fWDR5+9@*$^dp+}0Sj1+>TW>d^Q0Cl3#_mLCw&^XbWL2Rfxup?AeSYX!U=#B
z-CMXO;A^)4ZT!5ueu(?InO4;E496~l0Ty0R*%*dfC!S5VbsjGWn9!`dk!oiegNR6~
zbunLPp&4h1MEA8IN;1+Pu1SHkyZYxEA_5ffpp_}>guPHqYPKFZ{7dQpE!B)A_(%$U
zN64P}FCX}X1oppoSN@t3zh)0N+dq?s`)~9bK|wMWc@tYRXLB+R?q4oU@X=>U3u`dq
z4EXsAa^`<JqUr{j`QFNohzslKMBgD<p#w94P^9--Ge$f}Y$iZ75{`~KF)RtEW)P<!
z{Pros%Cj;0=u0p~568;k1Mf}7VM9TYv)qJ=9X;Q>4k?e9FrTlk#uha>Q&J3aZNTo%
zUCRl=N;mHar=(ZU)=%n8NzQyKriX(r?g(s^r}Xw$?t2zGll#0LMELqsEcw1ibn!l`
z69c06C^(DpK8wXwtq1*tlhZPe_rXz&Nv=P2(x0iNq{FF`cFef=?p1xbN*-THEiU#r
z$mh4w@i7{Pi-Sr?N`xK0-945CJ=LfpFc&hjMp4w@ath}Hd!aTB=8KfVZbI{rv4Xq(
z0}KVBv!?onQufzLE4Y#NPRQtJM9;b_*g|_@xu`06>!aXG4Nu|PHT;}mr3*-z`3Y7P
zEv!Ek-065;JPQM=6{JR;!fJX#mqlk`PKu+U^Ac+^j4k<!^aE(a6Y-qR2GYL2Ld7xB
zz;Gu=cR_yhG|pkK`87B6IEEcWUp3+!80HBVG_oOS4u^D&RAfj0fg$#@)4WqY-p^OO
z>Gh<AUe+V<{X70nBf_wJUw%-2pU6l1Txu@q$n+pp8fP%PB-PD)J|#NfCP@p|eLl~<
zkf%mlpm=XSaQv>t8RNTtj4R!b!WEJh6GEMl6)@gGJge|Uj=(-}=%o+9AC|9gU43lO
z&Pw*Rk#OQZD;F3r7aXD<wm>ln3CE>-dJeBs&5=Sp>8~42D9<hyKwQoPWL6+913)fy
z=2waZC`1iaRNy+%p%S#r+WSB~c~gE>-$uFBv3iUGaU6Zj7>)|72uIn6x4HCrg}p@^
z+PzS6tr;JN!#ULM^3EgV0#JVpL|YE#uGPuy1jJGyNq_RU3P*IFrcdBMHgpnl6#f<!
zIYKUg3Uc2=%v*ry;M9CM&1C^Y#6GABoFb$^sf5EsGxLinn&D0RU%4hHOaC-{!2Dhy
zGIQkF{83NubK|lRWRY(#l!np1BEw;0QxFT0O$(+J>r*p{wOyZEpa3V<+gKS&zt832
zyow&ZV`dddvij1i>u8mb0Y0H?+V$9or<A6IDXt4Ul%A{O%1x2+@7ZjtBx|j_BZv+6
zz~@2AA2g~cg|fMZJ`~kXmb|-qcKJGkN4(`w!yishz+Sj_Rc<?b>aUwx9PjO!oVsB8
z(-$&_ZVGR-EAv8MFO(g!+L=Hj(l#^OP<PIU>!DVw#z)WUiYPeB>=0$b&gNK$AO7|5
z7*g38%mc=j5o5^2*10uvP?fp+VzP!?ESy0xr&R{}Rpm`HQ4BJXq}44d;G589J2l-a
z*WubPFT1?<EwK#N$?A+t{%SegkJ+q3{MmtARlaD~D1yqyJx&B<+ivOx==qZ$Q6zK)
z&DROI(j94NL^dh+nO|+EctszrNY^)W3&W>JZE3@8bz{3pDZ}YQ-hQ1|ZQ9w*<hLg#
zo}^te3tHF(E}_LY75PF-n=*_3o2CA@3i_q2*jV}gMO(4|QDMKd)n6c5N`_|OOB70m
zjwZHXm@J-OdjYWKQZaF|`{Zb3;sjP^e?l+s?7;9@w$8ua{L*>gN(v^%7KUPWZb;g{
zz_NHb*~z&0xOB-_-rCyQ{i?_Fml_0zN=$6Q2k|YD{%Y%2>DTv_9PNx$O`OTJ!9{UN
zFg+%2&fp6kHeiCp{yg9PdCHK1oBfv{&ac0}b7BY6`->8Ae8-86jO{Pdg@wsjB;1^(
zRGq;(m+V(XDJKpx_CIi5Qcj#?Y`^X?fXSBv|B3w<LsY=`2Ea-h+`r#+si|?0ar_-`
zQUibFuZt|d>SzK!TACO+|87>shKC*8$G;i?lg+~l=FFd_Wo)?lz`gy$Oz>}P;F^Dt
z0B+`A81kD%zZjwouJG44IsS|R2RMlJi#FZ=;@<CX{ms3<*BYKbgYmxviS|ET!1&*R
zMC19>x&OrrH~&3Ew(J>bJ>*E_Od05oM~O@>Drk(4f7Knw7}Rs~^6}AhLw-rH#>2zI
z^!k$bFnXnQu4Hg9A|m4ZjOVJ;%e=^9B?2Q<c>8aV$NxP3!-@ZIh2aqf;n9p`llBbc
zS$_*Pw&?4FdO9k!dVS&E+i*mC_iW&tc^w~AW6KN$q)=klXVKHW90kM9w_Ga9*#Ust
zbIdE;=g;`SWAJ6^x|@Trbix+?huOe%9ATHsq&pU`Q~RTv-rHRkqos!yqi5Xf9flME
zB3nk5j;E6`VMmAW_W?e{Nzp)k&pZ}$UxlZB1bID$kEBb_@(8O2;f-@Gw=Yd$-VL&T
znN#Z7&EGnpZmZTsL|iy8IXpj6;x1dQcul#{nz=uD&Gn3weeiL*xlwc*S$uhPf5dGg
zX_yy%y|vl|;z?QE(>bfnYO2RK=xia~p{-U*PTTPKw02j(EqkOtd&|?mY<n&P)A>W@
z0c~+NU#HO98faG`K{O;Oj2VUIQzj2sB}nGWMl4YxN|)r^X<eSk8?*LU{)RXx5t;ts
zCMp~cQ8>8tWdp?4HBgfiRljrMO2qrva0wy+5?2cVUWSs-^@XC7?Et<WTC}86J5jXy
zn-foa<&ZS;*^$m)=5>Y{z1oi%gu?iwn~>F-CW2inHQZA;LDjt@cYaU07n_u<sW?#z
zqrr>o+5=}RIjtQy4*NBc;QT>Pf-234g=d1LD}-vhZM7C4a@=gGi$-*M18z!L0ZR5Z
z#cK*lcBY|Cy|evY-%G)JP`#VN(?=YDY+}0bbm{}{oSVepqH%oS%Z15f9n0o+Z`)PE
z*!fh6r73Y!8)(iaZQSbu-hAddH5~31W9js{8M9D2{qxa<8zZK@Waqbfte;Lo=bUAg
zUe<ZNBm{l8W?$WwA~WxZ(Nm1$PtfE?gptRlqz-wEZ$-C->m}%d2S|TXK#&l!;YF$x
zg<b2nL?o2e!!Uevp85VHN>QH9P6$yAENe1Ks7R-ogy-?Lq4YEn{Fo72{Ap^Y{c?4g
zm<8>*G{j(Yqg{Q=?9K6mK?+CWd$y0F^4yy?O52D4-<KQT7yY&fk=sBKw}!{L6HiOU
z_T8)+YP>+mOI>E~j)8e^ny(WD%T$f{IeR<O`6yH1+aOxe(yQtUM5P+RavYn>dj?h8
z(K*gR*^w$Gt|^Z>=TbyJ`BsVj2Ot?OEt2nw^}j2gr{!6{+kww~fzzJG^enKC(p39a
z^>msYjBK)4k4ADSGUcteIE|w&hO3MSDz&cO_v~nHKo5*dL_cr9RCXi}+`z6$P0}RP
z2pl7QUMGD<O<p&Z+_`-f5g8sECRm-VEHWRFt$`9z7xROKbYthm&1x%_&y;&^`^;=o
zx61p7BKIx<78*Vdp_RA+qMq(~FZ!A8{0U&h`4KQ;!5=04A&aPb-#dF#yM<pTz*zEu
zI2gHDJ@zw?tA$UsGN+VsbNIjw^n8(sFc|h?9RiBXJ_vkE!P0dpn{%jB3QDjRp)ZO_
z>7GNoJJN`9W%8W~Mx;vF%jKm~M>+O)Je#x&nHzTvIU()>Q+PjBo+D}MwYzn2lK1nB
zmsd#L_T-x6O@K#>*U5zh-2npCr`=E*?g;n@Pv@jB=P!=<wgiy&op}2Ufby?bdLV|9
z$BaoTy4+9)(|9?-C;jZcmuvQmnJ3;19c^s;g_}0H8w;eMBu4qs;k~$U{N)#6$&WVq
z>>qs`{Sgb^B45WE$W`!~+934iJhHzYh+v(6vKkRqc?+~rqX`~1Walxp(Rv8kIm#d<
zg)IJ#Gf?#$P<MdUC-$twpO}6Uh$yt)jBjAhU1u&(U)>{E($XM7v$TYe8d`#uP+_Uw
z<a<HuyP-NVN&Py6VVPFz$xR3J20{xV3F?~~J~$f`1)htm0>u&l+QW`PggcD!Ohh+u
zo-R5@wVIQO6)x4saptM{G$a!i`S6X`^T_4xl*rQ*IKvzuQq~|KjY419L*a=+A%os;
zE?jbO?2VK8yfvI=>-pvC3W0;?&VtsO7yGh?9cf!UmM9s$w0U)b7>kaAb50iIGie(M
zBEN;K%J(=a9PzXO6wEFD1Dn-b`>9<-&pl;&1R<5TGK~TzRl2M%Yl|aHj+c$G`Q|((
z>_g>K3u~9_3(cEd!uPERLBUKxC8^W9_3Abbv~P~b@uDQ&tz5lyY4dsr)k}Es-pc=+
za{bmqr}nM$$#raV?D=Rcq3rAXk^@eM(5LeSi)o&`sShb88D!w(+xW`~a<Lt?7d(M2
z4d`RrpKGXw%$TH5qBcL09i+|@&1CAt@6{vazFf}b<+OC4U(vFTjD_4+LhRnQ@8tTZ
zrp3J<#p-o;5D&9^%#cDL9LOwdU~745%aZcGq4RNML7`hiNbQ)sZ6yHo3A<<3cds}G
zA_6E*(-bd$?vV*X%RBd(1=!@X`oBW1ih)xDwQl&L1P6mqg!z)Bx2@!pP6F-TAT+H6
zO-tIdPCahn#)tbIcT%{<F^&Rg^o3RhM2Ml*MQ@YDQnd0-X;az!p_GP5#29%_q-?~7
zj*YaJ>Q;-mF{JOl+y8(l$i<Mzm44Y^dEQ`oxnOxY06q`yX20BJGiX9?G;E~3GNW41
z9CBsO+VG|SiBDWD?&tiAKjjS__{=q?q=M5Uk!#t#Zzx}9W0Cb4nH~>SwL8^{q*>^G
zT5S~v1S;($VKyQvD{XL(*DtdburwwEVhO~c>8<wPsy<B`9|F*J#{7?8RX0vkiYwK~
z@hdiOtbf`<w`(w~qUN)}a!F&+hdI^-=O^=iwA!#F?_V29LJ|s1nLykMIr*&6_Ly1}
z%F|Ib4i~hjru!B3adYg-mqI__LllW2J8M(T@ewwS(V9b)2d0W=>XgQ5>MHBJS;{c`
zZnV+5vnSA31;(CiI|ojEgM6-A99vw)vGeWbhiVNdeFt!25Q&?0CTjvf=WZS>9h!-l
z+{=#L^UiA9tGNSd=RsKq@09gW#WrYz*J1MXlBW2y$i7c=zE4%VZFTfK39Js%H|}Lp
z&4_u7{jlV)X)Sp2X&9rR7_?&G6)XjgGdzwcmf`yP%afoEUPiW%G;eJEoG>K_Bpy*g
zt=~z-;srO6c@j_M$nMrVu!kZ2VUt$vxYK{ofaP^)dEJh-i46>sWyFC)ub#QlA;XUT
zf#PPG#}FiZ770n5xcD~H7~!;o!(}Yd2xkFHKBRhkponz1Z?k1YtKwD>mNZ>@zaIfP
zhwaY^h3GBn<=q8J+plTfX2oBE`80wCKIv6CGESq^lo%fr&cjvVioil`6N-%*Rfr+1
zR>(2czpo|NwB+vVso3+$Uo}8}J*->KB>Gg6*7nfU_JGQ=Y4>t%ml!Rkc&xPMGULkT
zb%HDkt0<3!o-0?guxB#%at2=0Zr<>4SwW3tKLjMaDwNV8&m`n(Z>~TfkHhw-hMltR
z44p5n{UH~CK(@45vHr1^q;iP}g0oQY-qLis6)MgZg&;ui5{3{Ml;noFIlY^AiV*Lx
zC?s=yX`e}4UF^+KSa+g{K>dC6d}l`{&sL}7Wh)b30}18zZIWwPt(q|W@E06|Q<#)H
z%$RZ$g?^z4#D-;Bc>!ZV#gA(V0j&6bd~eC^`-y0pEO0;I1Ym{JZM1i0ezB$OI$1)9
z&y+ul>14&GdB`wzTJqK~^kFw?dbFZMd!1m{Urf}=GtY9VyIJv2Z5q4Fm6>7do6b~)
z>^QoLwD$_C^!1yx*2|aXSJ>hPGf`C-T6$h@B3!lF(bK&B4fMBncu)>xuhqYn1d~A4
z#e$Oo?t)YHI%kVot~TeQZ9VKZT61zFlJvP3e%1OI+CJ&u4B*>-b7mZtEy+mdZl*Rb
z_ybl}Qac(=Gs^kUDgvAhFr9!T)qse=JXatqt#|;63Misnl)fzG2d8nE>l`A+h;Fu6
zDWhd#gY^BuCDd**GZqMl5=PZ;VADn|X$!p@1_c8NHKZ{rZC3Y(6d~kwgrUg{pr6q*
z@xU2)SVgRqml4FR)6gELo+L8$R|doCU3n2xrTvkr&^HxrHE8Mrto^0)^R8hZ(u98^
zqYA0BZ<BlYiIsPPfk&4u4Ac0$pY8cw)=>i>2-ZZyK3<^InY6)1y%=hIVuvTh`nc}H
zxM~_6gU=Ug6O~{&!iVIKt*G5D^1LZx2_^gql9mUyKoC0_W2m&Hvw0QDv_j0v`8`OA
z_2G^CUhMf*=F6?1_3}v<Lu=|hcW!+^Nd&6^kK=OWaB6BC?tJKlxMex4+;ASWFy&EY
z%ub@t6oc%=lKV3=P|#WuQoaJY+R5DARuUQrg|~AXAy*jc?2-*504wV!^EJIaA><pW
zf}E#9#EiQB;sS4P>+6|ytLDgTVQ)|Zml-rMQ`>8ytV2p-R3GdF<)5*bG8ur2)-LKL
ztNW|)9}#4z>HvS8T|!-Ej6B4`RK^dV_llncUubrsq;@ppPMlz}Fv_!G+k)vB6Q!1J
zgMDw|VVL8wCj_NJ3);dAaFb{n7)do7jHVb+`37c!(CT2B_4!T;L7LdXsOb-&qIYDU
zlw0YqNfxF&RFKPyrLN{Pln&n#c%?JZq&j8MI`@As|D0p*XqsNOtHnFV^Vw>B7|YWV
zEeYc1Y~HKm((5S?wL=jhRNQ^x6Hg>{lF`i#V(JV+aLRj3_u?Hjvz-r>$FIa4K<0Wu
za)E0At?03DIMpQTmGc>ai(p^{vd}fSNDMAjWmL(JeHu4LVV{58J_fOShkGhh@yBaq
zJ-)_7MKrLM-TN^BZ#qI%_S34Kb;&`*=W98#{_>nXkVStiRZzll=iX>;n5LX4Y!blN
z9)Fd&r6?{YR|d&yzYb^Z?jt^jhnWLr-79Kj<W?hf>&EyKqrw^<UmUqx6Lt}WK<uGe
z$0G$ADbk;F)p1L6dMW_})<Se0b!t|R03TK2HQA<D+G_)yeUp`?K14874i_jkX9`S3
zKUL9X_58hxXD@r|cuQ!CWU0sLuyQ&l%!wA8ot^8Qen3$9Y8Yi|?~0ZhAc|>6<1#F6
z=X|^S0n%y8%G32dIdpJH`pKmV4nYh?5y`wqPSPZXWf<bo1~7tk5sSdRq7SO|YVJ=u
zLl!u`d2l*AdmKBDm~R%a1!<025@j8?aAx;#oKO;<>yu+?R#pZbvFN>N9SOt=lY3fj
z;k=+b9MLuS@I@L9Iu!si^GiaO+!N0f*!=skF4^zUyVH34iv}U6%Uh|SRLxBtwVhu}
zAj&%9w>Hufy`_e=5Ir-?w}%Bsle3c%E|GmwlFsC!**~l_I23_&^u4H(<&Lp{Z1Z|^
zv+oQCxAN=Dc6HV7BpmA`Te+b$-dY`o5=rpKd?+YQKD*|y6GGY@vLz2vQ}DG>jSEwr
z*_z`fSDJoCvG9liP?kyMhbpF)?q$r|z8{H=DrTbpX?y%=v6_MXz|mtZbnJ1wAJgEZ
z(`*`6r(7XBqFkZwXYN^J(h4FfD-x+uFFq2Jzb$;kpC(1YZ6!b#U7#y64(7Ut8zyRF
zD4CdXCPktb!2Z^}*Yhr0hJr|w835Cdh0UdN`=%P*EGUQ%;AS#I1d6}>ZsNQH!fm5$
z$bKO(C3)N7lyycPKhgTmt^+|n_igAR=z}wVVJs_V&K{Y8;~C(F<s*jH_~du!)|%oC
zm+Z++#Y4W7?;zgM&jT*<=mP}V?kP^6F=2;t=(0X<4|e?^@e3MYLP2Pjb84K^d#pgv
zfh_|)W7d#dy?<-MPCaaq>a)R0!yvjW73sVu-tazUCq-t^(Ns0@&hSo)ONt~{147?Q
z$daS&f?m6;<|YS=5$H&CJZpnfeQuI$o6rVN&Z}Px8h1g;IY1<1R}%S5I-&X;vv0<U
zrbDBY&PmpfT(k^-i^lzxRtv-Ch(%<$78YSXM%?u$RncU}v^<4C99Lut9H)yLH7uML
zSZWxicZ`h-BdwE@aD$?^d@ii4zohC^(I<#f(Jg;aQbDz>fWe<UHf@J&N+tUYoek|K
zX7q-V&BHjr;+9Mmr?d9@LoXX;J#`t)p6ZTvKLQ%>FX<(j&#YM+1N2-F#3#lvsfgF&
zknO?_@s#&Ii~p=Kg}K9F^mT+;n7x#leG(s<fH)k7mcgPI+t4;YQ~i<kVT~!(oc)|J
zKKsY1JDsGjaPsEqGj?SOo9axwf_h9zC?{ke4v_k)QGj|F8P{FD!=vs1;MJhiX<KM8
z5=z#dv3MX9!0Jmo#w;8y@7*!`?k3=seaW#zpqw#GGixfe*-}JjdOTdhW}OD%Ewq2l
z#}lYx1V;alf>5779fjZ`qFf&rq@$@gQBljt&sye=EEK*S?j$hmt64YA*fI+iI7z<*
z-M{Ya*I1#fH?&$N|L9}>y`CV!KuF!s=H_!|EUmMT5C++1A?%9_Y2oBD9_nI~T<)gI
z!}HTDWvHU9YswM*Lti-HxQmZP_*drFIjU`u%m<CP5BpjGi;StNgF~Q=CHZ6#b4at*
z<nENY%p3XWsFKh$`l}x#bj$hTvh>9MP?|Hdd1uF8sdiDl!{+S!>?5ucF2o}l5axR4
z0-oT?;2D>8yq?I(63UkSBb>z%7*5lqVQQEAng9e+<2Xmy2S{oHpO5`=*et+k@0who
zDWHuO;a4$%laco-*q=IPcn931PK>pv&rN+qoT?Lh>hP7*#PCvDHyit+=UrI`wQPff
zIm-2DMW^Jyh%8Nd|EM5oIl{PVPl>$PFmk;2IquU+5nT0f>xY{B(thV<dJasnPV4#t
z;c1?FEoX#VHcwV<CzNft0BEd*71KW3GV?lA{$g1K8`Ya~s*|aj?bx4lcA#i+J8kZz
z9$GR<77_fcfr@Q3y>IHHs^E|Vo8Fr|n`cmy!kKnOa7;s~uMk2uygG0^N-(m2;*@84
zFw_dNhkor(;Tum8)BJg)nvIj6!f%3M#W5nzo+O+z>QSc`>j!@H{abDRH%i{;=)hM5
z%x5ug1}Q)1XD4008QNUwE&&QojNRfm41H2xfYo@InaVl1G<6hla@r~F-pgh76I4CL
zJ%K%YR{I3gv%7DzZ0on~n>*!=B>a(d&xB=E8qB`4*uMP=%>It8n7hwC0AEEKWCfR<
z4zex8izz49d{6B$GxKXzpafjPyJaLTWUBlg?M8G-K3Q~_DnC~9_>ZWWwgE9xNLyXn
zYi405QQp1L9s{w_t%&~PcUx^pDp>d>0BFZH534kR*Va6!K~N2+5Oi7<)u5Q<59t<8
zWS`KPK=^#ySuVvEl9A+$ly7+vbPOL$%4iQ_XDK<ehz?@6?jww{(gLybzc?NU^Fc2?
zZWlS1Kxk3x<=wj%fu!}9!`+f1J4#wXolkroFQ!@|z8n?ex}TF)QELJ-LSmSX+jp(I
z#l9>~xYm15Ev|5q>p~-t8@BfuuNi%M5Uv_IcK&wf8s5wmr4qnlT9N>tDtJ6*PZRI1
z7hDJO%CZ(I{yYxBruIZ>C$#mta)eXFSr&2Wl}NM-0gXlm;%iw<w1oHGy;jQ#O!-%O
z)u+XL%7Sk=$2={VYt2`cLlqsqgga-4v^(dd;lL_|4sO-pIjsiaFIx*S7WL%s|19sy
z<0Q+ry?C!Z40yUDwjja%Y+(!*jl-HO4|eV7<vV-PSfKD>md-e4Lq%<03cX+GT!-Il
z)lCF4$y}*kD?6byw^@vLGDi#UXeGg)jz)VFRJ>!;xfQB%9D*?E;yj4j$DCDu@cD=s
z=Z>zPzj12RZ4b6|Pw7P`S*Y|DDa)<-9yNZu;GtCnAD@bnN*k}*pCpY2U+<4774W)b
z3kCPG@-?qDdrH{Z=whBh#1d|h0NrsODT@EBG;EopzZP%I`h679a`DahD?^$BhYPuy
zEH#}B)ZiB0t^Bg?dK>W>L}Cx4D#M%6{qX2iPMd@Ebn9$&0QV;b4*@w652U2gdL;#&
zjfiy$>K)}QQ&+v^$4s3R{O;V;d$_V)kKuZmwKXM~b@ILZJX*;1FpYd{Q8G16$LTps
zv%`T^5JdNI`!|p#v;GOzx9>GE{m}5T@Pu~!kLq?S#yt*8NDKtXik2{FQwZJc(C*#p
z0yvLnXpFDek&TU!{pLC4n@B3HEr<DqynG4|P-r+(D3Ic*`9;1h2+_`DZS09+Y)$F$
z6<8m-Q}wj9@JSOAsEtR>su~W<^r{{lP{nibJqIa9G;?PmJc)526CYo^<Kz?5l89x(
zl5W(tJad>A2`lKM?L}cXp_JWj^#;KPHZusR7fVh;O%l8oI`UUCpNJ2H;F0*^E!9fN
z--Ix(z)HY;)Fbp@O1DDR&W5uSj(QbVc4&IgXCdTI4dq6}Q5a8QbBHcL^u~{munsh=
z|1FLZdCCKCU?Hot^yj|tOr3GxZfp(kiHlbn-}DV;ZUL;o3>8igZj@*R6y`nLTor~G
z!QN&$&g0%4F~k&sNB2SDHxr^6s<)Gzp#(I@TcLd~C$93gHx3gp%U&EPsmC>CyXTM3
z*QOsCX>#7e9-AKWSsLRAlxz8zk>PFfMSMt^V%%ZiH%-jVeI+vPkx)b-WT`-28iLS-
zVV|4VP`r$wpwFRmo0hthZ>hyT(G?<62a7-<iVqLz$N@pqeyANi{_#W2g*YasbBi-6
zLQ2f~0ukVHW9m{6o}x&2eMw$HJ(@UsBNCSPCi#)^wBuImq8$}M5K?;8{?7ht725yq
z)7Odot8MC%^jXSH#9F9+b;9kQzT!ZVPW`kk1SOp+@k5y#nG{y%4A$U^&BVN#?RG@+
zJUjF=UT)o|lDXRS;Vr_!0s3GQ_|fVY9LwQ>MSrZe-Z}wWz?obR6apKBsXjPYj*P74
z#twK5l!>06{+*N5(Ubh*)Q35qjM2tiK_NAx&gk~4yI<WUZKD;n)g7k=dQ|ux621K=
zof#~O?gT{Uw7}~etDvvWD9Iu3YM?a0*3}Kixa5aeT&f6z75aCAYGpU6+{h!Xg8MA5
z2K_ZBRGuH4k6%NDhrhz$?E1`uY}gxFAru6>O}}L35r5NLn+1^)VA7T~uCjd;ud!3V
zx~y<LqW}Q*^{6p;S14~hO=zKdNPS`p>&J>gGT`r5hloGFdR^L?M8nC4ggxc0!;v^F
zOYzVceaCCTgnU)~rZ1H{$4=F+jNY~%3x`X!jGk;5hm~)2_EOKT>GXSu^!*a9hk4<)
z`V60i3|dny3C9R(yf>V?OvhvdYpSq3jaeFE%92V|_#P{taa6X&$a%G7ila?3zq>x#
zO8Cs^%L#(cKEE~qAX~sN-%Xt;X5=7Qsrm}q6G$2Dm1fF5QaA1x6v56xNbcxg$_F{h
zE<Ul>3pq{haKtg{bix+!<2ydH7s|^a2Y~mqG|*hHb$H7Uy|WL+@$Cq2wnu|I+V+>&
z72SdnR9i$=SncXs)sH0uYb9wTvBFaaeh)PEe%VAJNjpkfGP~NaWls!*ADB5o&ylMh
zTjo%X*f>66mH5#RQ29!`Wqq{FGE*R6*rbQ1fz<4RHw`WMEF9K26*wuVFe<b6Ij{f*
zhL<wb(A04`Esk+FqxELJqJ8^@YqV{@$UC}@iD++eR-D8ceqa%J`h$cKrNjP#CVnw@
zaO;S|i;PP2dT5K`T`j0Nb$fL<=mX6`W=;XvP9K@B|9EqHt*bU`{#lk5H^G06GSLw1
zK#T=&sQXjn)CzR_JWD|yRBoTS9V+Li$eZ<JJw%iuz?Q>kawOCSVg|$Zs85}(hJ2@1
znVE>&&sD5T^IaE1GoPzL6azxE&U$E72%-znuNAF#YVb_ash6U|`(?Wz@{}Vf#a?uz
z44y&Pl6-=Uq4!(Rhf#WmRSYrZ5$6yKMLsEBFy%o;Z*0+-(T$f-b-gF7!Wg&~Kr3)v
zHCQMGEtY5+6RZ#P$woLooI=>x<_t*X&7R$ysu3_G$mV0TuUcZh)1y5`b{{&2iGz?o
zZKcRAqrIq=EDJQK7G<Q5N51VaZcuVAOdNnxi&LRwNs%{<igfH%x(G{{w-Gv3xE~W}
zGl|0txkhiT0hy!Rk;Y0e*jvbc8-Vk!=a5(O&^(|5jx$P4OdCYTQ|9*wz4EFC3C>&t
zOFb>sZpYHTsO(hJbM}NBNE(kQNaV6^j#XcawA|hv6iNltP6VYMre_V;Wno#Tk)`i1
zyd5rLf`B@BPejUijxD>NBDTpy9ZR-hK(~@nV3-wvU97H4xQqQz=X(gL$d+rQQw9;2
zv$izbwQJ5oXPQD$qm*__dLD#fyA@<`cO>kO`~_356z`E4Mf!H;<zd~ZXTlwJWtPL@
zdhJuJ85Pw8Xqxy+?;VK-WMX-+7HVx)O#F7>K(%W^q-|lJ1023%ln2cP@L5CJ&=EOT
zU6eD5y*UelwA-xcNeLl`L83?fhsKeO5a-+LnfliF7uzq~{))=V&MNzKk!rk`JFHU`
z`CHTdct^gmfmuHlso6m^Q!2}&m6y)A9ns#31m;8wp5oyMu@Dx#7ft=)03_9lotqz$
z8;n~rROh1(S6W9%cczDxpU-B{)1jtuy&7Hmp1L4M>!I0BMmE0^;fqNhR%XQOJh5p5
zU@KA(WRskZ0KJ5!&c(#Fh7?pelX>APOsp88fq0)_Kf}Re*6$BhL-w$DiZ4>?Pu{q(
z(ab$HH?RWm#~$hxrre!6-%1m0IxX!unfJ~#qoWz0cuQ*W#W*S+`U}R9sl<%U3Y$Rc
zkZZ>J=7V6&A{0JJqr`L>vq81-#o<!QbFZpS8DoBmN2ZU8x4lLKFIF@_pLm`jb@}?*
zEa%`yDVCa0XVT_^Pv1&azY%xQ?~V2oW&EI`m~T}b@>pup0vyOy?okeMA7Je)Lan1L
zN*tpLNC{;0xpciri|LH;NWLsf#wr|SpAsvP0KEPXGELOu^Mk~}LGpG<)h|(;ddw!i
z#tuyZp7DHU1j{Wt9LV?bu7<>fU1o-vei*@kFqm~4fstRrVbuL6tr)k0XlYfV7`6(W
zNhDXaH6#zW88n4$T*wN9accAKO<n%juJS_5OC_?G^x=9NbaWT=E_O)91&3|Z8k0ub
zQE^t6A?4Kx84!BqEs3lX6K$Y-YR3Do#RUzUMR;uZJBU;AkOVSF$W?X$cS4YbuWWvl
z?dGh40|~SmGp5tLZ~U`8B4389;9_5<+fMSNzBxzt(~Ff9zLIZ^N)872rbP$yfok#;
zs<U>=f=3PVstPbrOT0&4a$6!Jz9|{owDOA2kLy(&e~=Bmtk&brs4Wmk!7+0*_@dc>
zZsDPEXo%Ji#X0G{r!rcw^d&j~rCE)W%Qkc%EP)VTYBhpAe{z#A{p<Uk9e7E_gLH=(
z;u}mKeir2UG<4hXFlV6$sIVwqBNl|Y@IbYQe)_<RAvf)4;?3g;k0X;k(Dk-ifWi$V
z7Ug^D4_p#sf$0xfg^;P%s=bg1mgjKqOr2s7Xk<3d5lh=mM$;+dA1s7lX#4Mx9idX=
zt3ma5Ag$=`x55SIG#BeKrJJ#{m})kVnhDp~(=tkk_=<1J-^Zt7ST;q_@CaI)#`m#A
zjU|?P?s}5jf9oEZ&3n7`VlGK|@u1y=>Y)@T^(7UKWHRhABsuDRby_SUYAp#@ma2*G
zcuGdJ2=7w$`&9xpoDsGXizvena^D%Za^GUiC?=Kaq<j-!9uzCVh?H%0Bre|na9&eK
zqHe)L{I<pt=}X$ScK5pJgB8MKgySUUsAl?ScO%P!E~PaK&DA<k|3t#-50Z75t^U)e
zS*K&+ZYG;FV#{7NX>6-RXHy|r=&!m4bx8dX#V6G1wJ`$awWswiw9tL>ZpJAV&ELTZ
zij#?>1_<i%N;zCO<GD_BQ4!B~jRMGGD6(fS4W{N0cpnW89lmbX)~|(zEl8zU10Ve|
zjs$V1j(zz8y9^z*0J5T5U^|HMRAlpwjyn4R@_EcUyq%Eh!KS^eHu?DC4^&62ZRI&x
zJ-#2V-@em@hP#AKW??CnO(Ro&-!7nU!!UPxubfi+YATzcdDUZ5TrJ~3ZX~XIo}aR4
z2~8p@{Hq)m{pI(M!Mh@khyK{z<_lIAo<$(>UTUi>%q=!4D~rUF=4Vm*4^6F*pW!ad
z*>n7?8<J2Y)slf{xlEL}OQWq>1m>nGUQTWa76ACP^R_aVDX*qxoTkUP`FRg9R$=*o
z77dk2utv2Ivbg`e7xw6>4M0_nAK(prTsKY+kyhsKkR_Uwh16u^)VaC>>yQ>OhQY4L
zq=!!i>Czj}ppJ#=>D6Gyo3860SqO@wrh7JpcQEVbLVBY8%08$Aj@uUb-1P5!P}w3Q
z#_@+j-!1JG37pJjr<VmQ?v&A%(H04Ft7oI_y=&YRWJVI_IqD=@=n><)n_}l#@AEoL
zg+kcck`~C3xLNgJl*c{W*D5Cm5E>@758&3X(Z9uDa<CEQS@p}2oxQ)0#~MB{!p&O(
z2lkPzEz^u!xCOcTV!SDB=(1b2de-TmBZbP$TC<<U%XST_&W4ObU&n73$S5n6FUuee
zcigeg7da1a>PP7vzt_KpAIR1!^)(tLEt4wPVvMA%T5U_1@CM((;rKQxfT@Bw6L}_%
zXGh%LoE3E7#oc-N$S7KAcIeKZ{v5vg1T+$~tVE-;0uf(G;A=5zg$Cj;Q_{>%c4f#N
zPJ-F1xC{sY=~Rbq)NE1!5v-%a1JtV>w=Uf@RF=JVM2NEjOp!I;GTQdd<Rt%`Lf;|G
zZb$s&@&i{rRp<u&`5l~i!eb-)X5#9V>&jrxIGMZ;xsDzFx_ugyY8Hl*EwcVBnPf7F
zg{T2K*_WR~7_aJ<72fCXLySm1vh^XXaSMHU_=3o8?z1qi3hzO}_Hn?fELe_R?ps0J
zXX7^(P-~RD`nyE^PAp9V*`mTrlBWz8F1P|QC@09lyRlHl{qu#1T-t!INd&lG>+g_M
zO}}VhBs*c<9BnjijY(#rX4?qOF}`r0tXXa$oX5c9n}V&-p{;CDt9Nw%?R@V_KEAqg
zRLEN)G9^e_)6-|3oWr}hks5@o#70n6li(}D7#LN^1lG||(uVaiqIz}@j+s;zCa49c
zSvpAIcUy_A^4^YLI6tLDtU4FNmPWy(e>CfcNCVn>Bru!an0b5L`zG%!I#UX9mgQG!
z4#}{KaeO!%unAj^WM9<--VrItmHW3tl5s$tnaeR!^~55`ui?EHZ322mkGJMmDNA#~
zj^nuVR8lgJ%tFUoIRT($DLMRiEs$W}BG|V>jwiy6<hAJF$}FaeGyy`$d-0NAU&HEU
z<aYbY?b!F7g*aXW1$9n|onOR^+}^Fss&<M5Tz(q07Sh-Xmx%%R+h;8{D_GnHbp@8u
z5>I(i%ELj4b`Gb@fAMYdMQ4t$A!#*~PH8UNP1{%<&MXn{(ebvR%U8KhEQ8DCy6x7+
z2vfW@fT9*p!7>^=s{uGkmk-e4hVDH`L@tJ$(`7kIu1$+E#AZvXh4AM#dc0jOzQjvM
z7rC76O1t0zuM3zI$gOXPqUBS{f@ulLJJfVB2$-sj!|Zh~@P&3&kX#yJ-UVi+m(iN&
zMM9|&yamOhCOshGr*yG8_L;>uF!g>|Oa0y`^c6xGuF3Db=|>hrv8XcS788v)M1e|_
zft!ucNYlwCeLA}|7;_A35D~LK9}*IYOh}L?ojFbkQ0l`Cs~kd(EcpRa$g}_>4(_1J
z_Z5$jEOtKvVAA^|E6IwTP_s$*0>ipUA*+c|Or1bhe#R*!>Llt95_*WV?;otB=1z=N
zHAkS=jU7joi7@LS%~)3i#cdAn@KAih)ZsN|92;cuRT>C_!UqXdB%o)~HhMU_IuH9P
zvrP+=nA8y7FdqyuZaNElk9hZ1o@<3ZMwF^yjm0hzamOabb!%~sm~oDH&juN}3ZvnF
zdW-W4x3!lIQ;SAX$Dx>9^^HWwv3VX+i{&P~)|m3X@tbw<0g38#`%rUn)<D5v6prE~
zyxpxG1V$0DLkoc&`;CotdDXRov$aIr%LfnY<>H*(;TOk)n5Wj~_VKu#N)!YdYP_EK
z@uK+dRpBS!rymc)Mu^CO3^$TWIR4jNXlqN{sUxpG-a6i06&2kwqEGtQeU0gp;UL<?
z6VRDN+XM(Tyt|Dqma>EqKNZXBBB!!tC~x4NNqf)in)~%zPw96?wa_%hg{04|o#T0|
ze5cRuv52>?30X7ble{6I?gqDPgh=x`0F@;=BWyAcO3oqZqvF&m^m|1rN^I(dg{Fz<
zV~1|^d-^`y8YzQLju)}AR7a{_QB|_ar3i&3tlvoNW)L9JW4)*R>NCNS0%g1@3>M0?
z(MSJS;zzS?<MR?mb?)s-5%?MdQujlP0x9XduSCeVF7h1P(Xn4T-)*O+eKrh=y)WJl
zT1~a}xNp${#BnWFHp62sI97u~w2pp4b%h>(&l&Ka_cQM9`~l8IBW9>+jHam-X(`N_
zm#tJ)v#mBw`^*vN#QSZ^d3?odbZkB9L6Shp9LGxPu!CrFkW?p*Qkbk{Fpg{J_@ltI
zig50GpV7=p5w|Cqt>b6^Str&8^_Xv60Ga>6-dl#(l`PqU7Fo>9%*@Qp%(B3e#j=>0
znVFdxEtbX1%q&^VOmnLGcHf$wsyA=?`)1~k_aEs<`{d4@nXw`=B65ZI&J}aK?<cVb
zFt~<cqX&aHKGX>iScm%Cg7@A>9*AAJ7dD6-3zZ$?lWw%cxCe-@7_!QgWvZT(Xnn$L
zz1M#%FlBr@h=|ra%$J}@tx)h;;}b!ic?0FPc!+jVIF!$dn7OoXR#UhSXF>*c6r@r?
z>ybLz=dqAQ^AONl(I3mP@@&h5OjuQ<!8}Ev8>?>SBwWH~uu~nbIsyEJJC$ksP4bK9
zI_WAix47E!44h2;<;~9t7s(O5Y6LZfPrpFHO<8uuAw{%22i`4UA-o;9jL$Gwp(C@?
zCzT(%xw0hOn#4%jkiCVSwg&LaD2`|ZnmxfKnO6LHXa_CLEzlZja9V2;zOidcKVFek
z9!gbWz9YU6>xIMYp{|c(wS;=4y}N5iBL~vXxMgX2FtwO4oQc(ZW!DK9<`kDD>%C9;
ztc?sO7z3yR2Rt<K6pI+smtH9@yH8Vj5x_7Kxe#knSSA4p<`!H<x-kxIKbJ6!@jZ7&
zEi`11pr|&R_HwppPM;}K@SG5URhs!Trzt^6LuQ2VkkT7!*U@Ne+g-FWHRzZI%dc>H
z>$gLovq&_u`hEO|%ntZ$%Zijmq?Zd=>)bffJ_*IBgGHZU(f6R;@BpD~@M%&0eALS;
z6_Y)Z!n8yQT1;DTkqm<ohT!F2ocyrvPse-#UDhXvi(@F>TVp?5mt1If?L5V`c}5^e
zqdt=eHv8tSi0jMP*~-|FHdy1F_bO;1LY}$>Y!g{<MiAzLkF9!EjMxl%f~=gTSc|7H
z_XIa(A#F4SO@h-3)TPup)e!~A`&`V!mg_6+IsTkmS>via6yR&b5gO4-r6FP^61&NE
zc|E~jn{guoHmIu{HRAY$M&mTNI)@%6M+V-?Ei-^Anc=4&{&MR=Z_54QPUuq=-H;VV
z&PFv!WkWI8lW7ozNLYtpIM3Z#+J<obrSh-@T1+LtZ^o7dTKFP|!Lqg5NJfF1BjRw-
zhCeQD<ZGW0+HK}Ly4TuXL8>@ph{RCYPn&HET=(|7lKd?-k0G$5@<5LJHPx(@5g2ii
zcBr6{7W+=?lThQ&2#2sxGJY(|OcSdG*ae@n_3Tj#PS>hKEKx4&ai@D3gD*2|W&}^E
zkJz9j_ZCyyq^Tcd4vN`g7lcm=2-d+BS#y{U3F3<TQezt!){Fx{`gp9LkNmTkl&XsE
z1boQaE-1m3l=BcKh#_>Yd?j;IWch~-;evQTK5n6fW2?)g7fiG!yZ2t{fFjwd3vy`s
z12Xdc4!e!|vE5wU=GL3CEH=DnxC^PzOVPnXXq72?l7^~Z%y`4XXXKtDQFQo;;UH#r
zV~*7pp^{F;!!3Qy%0NJ@rtK62mxTl|BSf@ON|jV=6j4WyBsbJn+*DFuPIr0Y%H39R
zdu5|#La>u+>>Kc?1RKXln3(S+L~w4Nh8LKxT+f;*G90o4dP(z9E45&e*MOjxU+JuQ
zAz~uP*Es=1fY(hNgQ~tBN-n)WmVFpNnHf3L@QWHxhKo>MK#iZsDy?|cy0eXma$n2@
zev<g4xB_%xk1+GN{3c>uk+3`LcTgZ?yM;J{+Ty!Q!MYNQxNjEFPth>=ro6s8IeDHY
zxdx9GL#yb)k($MtaJ(8<YcYbZDB&gj)Lf?8J%^gmh{%Y(q7G(l!<{9ODdq;csQ|Nr
z+=?Q)EwVQEBy)lJ#g8~|MMe35xU6yebsV>tDP`@!FP})k_WPCAiGhKV)^;(4in5mc
zbJQY!;Tc)_Qk6N%V}b?Gq|GcbvJ7*JQ<k?ix3_)%;f(`Us6@;7K<q#nTO+4&_Q~Bn
z{CC0VAq+{N^xHDK%uOzrp&|Q@_bTIcmZC#NRK@0x4y{QQ{?w6+yc>3W-%l;YzzCs;
zm_AN8#wo4CCF$(&X}*jy>9RO9KZlQqZeubza=J`;9gwa8>4+j)>w{t-XHT5L+(F{N
zEaM*KB828`Ce2QR#LSJAP6FRCW`@Dpd6~Aa>fB&KMTGk6Lew#^m$Qf32E0*Fn=$;`
zRUyngitYl2XTfVhXltbfQzAgVI@5ZvNBR%{jHO|Js5~^T^2TOQJZsa6)>8h;nMHUE
zaD!k4BT-}9(&u3n6~a_&FYU)Tqm?8<3F(W-o?PwN-{Mw$pXJnb^~i(`A@?wS7;cM}
z|GXX{a=Y&Bv{7zN_57t$9BReW*qS#ge2w8}zr3PJp9#bs!C84sm-I>LyB;&@elAJI
zVHqG5tmsAIi)r7=F6qL$u(42B-ZO-mESC`Kr-RDDz>FOM6pqSZh|!AeJYI;^7IC5K
zUeDfu*EV42OdJ;6KgMAeG$Bb=h>9DC@Jt@b1igk5+BFmc0-h-568QyC&(L`Gy6>FO
z{^g5Sv}`ukq_}o;<?f|X9ZJX-iv^%<8YOM}Pme+2+%oqL+LQjvACkp{XGRrDZte64
zsecAADTo^NlS|2;RuPQIYF41`<Cxsy5H*#jT}~*ia;?iI89p#tto_VfLFy0=F{f==
z>Ta3zibY~_)GR!>`|d$1$q{OW>j0tUWHLWpTY<*wK8fX`08i4d%=Z@n9Q0InB5H}v
z#B2Ab{RjlHIT{Kt$e8Grkw8sfoLq#e<ik0lh?wTJ!MrjU;lp3yZh+C;irX%7=wjm;
zZ)iV|*qpP`<DFM{1|~AECAZ+K{qZys8s0tC`So3^y(9alHu1K+JKcBkONPPobw#I!
z&v@6&flh&R)f;8QLjI*bWVTHRX+HyXtT~B2gEQN2DSt3<vTVugv@&V>t&MFL9Ckbo
z+x?opeApou{iG_if|KNxu`r7z!X|7sCoH<6{y2r9E^IjOTU#b9oNGCuWj?sa-3vM^
z)6^$4x;nu^P&V<H00G8b$kbWN$10K25aHaI^=m){-k_`w5B>0B@9W+e&YE;`L^-7f
zYgQLuNp?mAhe}SJXspa!680V#iaz1WS^Z`9HBuA)1iNemGU<%Uaxo_Z$)i{kLFjrO
zlp6o=sN>j~4nAsfu^Q<>0Z4W=zY|alb`OuoR+FlO3)~UIS{EnJ$evS100IRdb%k(a
z8N%o$jE&+Jjt#^`n9q;*61@($4flGF7rK1*)N<}@hPy^Zn5QXS%<gfUnJH(`{?N7L
z?$UJz26EQ*Fnp3&1`htm-I~ms^_H<~UP#Fs{F2*TPA<m07pRrFyE)ajLN196DZ)iJ
z*e6FeX3hCcOtKW?I#M*Pta?nxJVi5JCq+-Z)cEXuN6dE>o1G1EZTMv#b8kHKRfO5^
z&$<Wdg1yjbFIP7=l_utP#QWHir5Fc9N_t1VdAGPds(1O0Mgi7G+>*$u0WF*kNLN0T
zqsxAcFnWhW;|&G9kzTwE?aOXdJ(3jP8+rlS7V{x0n&WBbZdP8t#hB<@qV807mz0)|
z05QFfD6!9vmzsrNRp`s%ASD==#CIC&Rfv0MfkN>Ek*!1ZyIOQTMniK$>6IqWXw@rF
z!k@RL-NK}yrsf59(`63MnzA+pyjzfgdnn=;hN2hT^3G_>+o36DTr<-B#AI-)WE5D9
z#%)KJv2QM50N}Zd1g&gQ|FRcTaq9-it%v2!6spdg7OQ7&(hubv<Y6LQ`HH${(#?im
zfp~dht5{H~7Ae*?%pZJt@$*K$JJAN}zPFNGg6e6Jh*TDJNf)9I0=WLd^p_CYqeo%b
zGioGGdu7;+STC`U<w)BLrh#AjEI5)0s4%)M<;0#dxv4t;?0ZO7EM6onugW3qD&4G?
zVY~O$Y5y_-jX~JW6$$xAd+%4Uk`qZ5w5zG!hWoD;{c)AiwAZZBzzJT8mw`B$7u51h
z*l;(3=9Y8GJLf$)CzC(2{D<Wtn$jJCyuT$D*?(hl10k>BINkR^it|x9J>8sc@Vr$f
zP>6f=vF4TXLBTMu*`L~!pTV_RQc&(xLb@xjuu*lM5<^8_!Jd0R7*d{{YXhv4jq`Z)
zNQnRo?Y)W({9#`;_<V+lF(mhzy8tS?+=>MLbmon$q^BHx)S{yN^~VpFv&%-Xm)Zpo
zG2m}Fz^sWeh6QF(#^R3%K_rd*`bL+W((?GXMtIlzLsZ>j#*oqxFHqVKsb`n-veCx_
z(`2n|zxH$D;7U>lBDt3%;4h<_B?nE!l!gmA;>jc=YE|ezi}FBjl>q#1$5<4gVwDP8
zu=gPe@!e&QKQ2CPLQ?U<t#BAZuLk~fnxx|eu4RbChbu<o&>=h209N&)!k@1FnXT{0
z(6T_n6}8_V%-jPXAKSv>#F&a>O`9-c#mg@$?7AiyAczg~l&b}wcOZ^Ym>fI86@crj
ztSm(XZYCOBG9q;~!%{w1eGG{2FpL{Hsw|J$W-dzwK!c@dO}%Ti(8IkSZ;Cp*LN^`0
z(gi#<>ZijQBiqT1!ce)sQ)rm<15RJz2#<5|x|zd~Z!>(zQLQL3M%eDdl!q7)S0crQ
zv?JPJFo`0`bLDVN19sp)C0~jPTVX~ekw4|eA`7vyB|U*e!s%&#R~j3RA+E65ROU-D
zp6USD<%e-*5I(dCYq~tO)$5|*c`izj`^+zDwIC(S&c?X7R;GNdx+Zp1;p!gW@lV6y
z**TECbNaINCrs#4@qsttn*>tnb+@E>o3;dmnxwVln}(?6C*?dqxcNn``V82tXfJr4
zG){mdQefn@f1>qJ>VBRFHgR!ec*=f1%4Xn_aq5e!PFQWqqVDzraV~Q-SL>d6RVgpX
z2j9Rd$S->V!t&4$cf}C<()jZSO7)0RE(<L4t}ZC;xAY>PLqrM-*f=FkZaSWkjD(s%
zs;Jmk-K!$qWl}7RehW{}in{`Rc(5Vc+INU$0C6cGVf#j*Ua#y<1Ty}+qKiMVGJ_;_
z^y6sY_6kB>yG>lp*5_-L=NacXG8Cz_%P`Fj%Hu(}Jrloz{1*M?1sXuUwzJDuWo?j6
z0*eD|I*)G*bec%G=TG<!dlM-h2MqNUwF-y>OOwfL#FB--FaYOuv~)`PVJAMd(*aIL
zBwEapo%%@?Eb6C%LA*MaLwdbTRK#{_uo`vVY1kpqZ+I2m;RMn<W5hknKBk<u2efj@
zrJiDS@Cv0^@n#=x!&_|UfW!UZ@(NfGp2<Hh)%hBy>_#p9cFlZ&0!lk5>R7f!Y+6b)
z*s>S|$uek!tyvO-naZC=x$#T5PdQqd&#YTf4%*7(>`+_26<+-iFeWi%d^Q90sP+1Z
zR!|F?h*(fb!41+h?L-HO=t*EFQ7^H6yOqIUQl{vU!Ub7=LNy*aqQ49hw|fBlChS!G
zG}-YVVIXJRNJgMsW<-^O^vB}ToV|s_&@)!(1Daw(Fw6WrlGwoRLDg!tW2DlS4mYop
zsqJ4uNu~Xiw4%cp`1EROnStONYZ}Po9fTnryQy*cqkN}Xu0A{AVbLpQb$=$ksRX9K
zR0YTK@w~@<xQm^W2#t+l#oh2)UO*<R=S-zxy`DkOW>}`TwBr3Ehi{Vk68wjcT`AnN
zq{NZr{ujc4j%ir&qF3O2C@NFJvo{R>8Zh<{`AL^1WoxMlTwm+<vZ8&C!5fG)F@`%f
zIWedx`RE7<Px)dea$CP|Y`jre*iEA+K3EsJ!SQgblyr%B<iwPe9?{3!7DDLoCQ6?s
z@VO-CpM>SFrTZK8=b6U0okUPgr|-eFqdW8W@&is)K5Oo_bVtHLG!qlg!KmE^oG-7G
zNo4<IPO&5R92^rE`~k)Hz!V3}QxF-`fWGSl-fU25;e0w8QcPixVz##;D?iTI#WfZg
zVuO;!JY(ROigrx`j+#OY@_KRebX6=9_yxRCgfP*^4<@;%>M@A<++Wds$G{IY!8q*`
zwi%a~Utq+OB{1jKWM^;D3)xa~Das<^wNa)xyS$rz1*I#0PIw^XL_?}QE}1>|_Kot;
z;{h&sd`HV+e{nFys$~4s<C<<LxgMMN>~_a{5=4%;Y81*=P~L#+-XQF9bvv<>>1FD|
z%_Ca<-BezT8tF{@9L;6~ML{}V>9~>u-k}n(GhaS@(w-xMRg~bomZt()(3w&{EiWRa
zYHwg5?_z0Mh(N%@)dKO0&VC%#ZuAD@_)2Cs4*JbbzA^0LTN_@g()v`*lwIqfiUVtl
zTnd5eoE_C731DBud&GBCpD36KMlEB!T)bTlM6|W4=tJhdEIBtUhqM<}T%?KGD4#Z@
z=(&qQPCf0h+clgdqGDyhuv6~2ei({_X=kvvGVb#2+7p*88)gNf&E<MUa*MeiV?=iB
zTfo=w@OYlFHiMOb&m>@?5jR!>;x&;DpRr%}5qU8TW^H1Pf!O0$Zx4Nq7DRPKjZ<z>
zuqgExB&Z5MZSjf>rv=v9|J*;A_E0A1Ib`s^=|3DXvhSmlg-|B5KH(I2m+aaZpotub
zZ7m7Xm+<oH-cX@VCDnt^68QeTd(J|8O89%jT~5YHd#I7Bw!8&UeBzBFbhL5<n2`6}
z`ZzJZroyOGL)(n<djn%ne{cTXB{^96C9K3V7P<XFd$r>$V_dSUP6H)uEOeGB!c(Ts
zEF%tX2bArMu1}=96|W2?qOSuBrpm-1Vgek4#jOeZ#A*}_5)fg{8o&)0R9t`LQ{vBz
zmkPqzVzHTPiIDCY>@I$?olfCnJa~>|(K!HX9KFpq*xY9|aTD-L<~(hHHb!Ww9K1Wc
z8{pc$w9i<Rucid)G)A~i2<d%H!Vl}!ioAz>F|N;;+nu&x-pC^xjL0r%P~-x_CnfPF
z*hSvN3$GcHjl@z&pdU2+6Fy%1dy)nQG&s|&B^(c=o-t|EYP%?#%zeFfN{07#5#p+x
zk0~>}BHJ^T8Q0oI_2ws_wU`k~@dUlrX;em~c0z_SktsW1!2)nI8%so~&1Ir>*eB|v
z#f5mGn_<bSx}+dS+H!FQk9vWv95EPlCm58gdfJ(VGfk>5^C`o<97pBpwo0brXL^}1
zrU>WZK2q8A1uRn0zxd@Ha|2v49w^dhS-tZv$5rgc$t+7_@{(rvR<!Qk*Icu-<h`8i
znW4y_o_im0&UpqOZV}5;ESo1@Z$n;DK@M92c*HlimBjob&&L<y&lftrW{{tojBTJ)
zH+Q=dbDa{k#D`E6FLB;5_UPQ)tz;@l`-mG_JwVDoqN%&4Z=Z-T)pP~C+?t$&#*<I!
z?VJg5_<*Uail=++i25k`1>0@}rd!3<%ULByT4H_rR?ok-ZpKTam&y|zI~In%NfsYF
zCHrn@%mO$@zbEjFwdMX{B1q6DaZ-wdNN4B!BPHk)UnU8vCFofPi^~PtbU^+c!p6Nw
z)D=~fs^s-(Jp!ILZaQZxS_m#`MF}ySIZ0TWof@L}NiA!se79TK9tgp06zNEIJX8`<
zhnjc`J|)9)oI_Yq5OeFKhy2yNtos$G_;W)Rh4B5gW}tjNilLoVrQ4$C(wP2KrUd3U
z>Bra{k5>DLHTfYM5Wk>NlNSGC1W=|;=P&`BU30&Al<VGveNiUL6mB__=UdGn?;~!<
z4drLermYm2Mo6__a?;K@N99y1WG|N<@Ga<=pCed&&{j?e6N?`pA3iY>hjDV!<3$&1
zmd~P{21TI8P%a_Ezj9wOS$g)e0MtA~gkj$x<YOi65EBJU1(_30YQe8ScVZz4dNPLh
zwlshIv126g;NF8!zfmK4`MeX@ix~4Tv-L$=gt=VtI6-5Xk-QKE7%0?`&Mxmfd?r2c
zQY)>;grnhBLRorJjMGG|bI5F8dUm@w7s>1(0R<X%MaTdpR$PetIlt1{O?9oAgl?c%
z8bP6+N@bZ!6-zX#nOxZ_{LD6Sfyx86DHj<HZ7H<dV)JS)id{Skh{ndpQ0O2i#+4`+
zsEpHbuSiG->fmi}6~zSeB3!;N_3d;5*_WSbr#^7srtZ`56bE=BmpwCLc2_FKD4j~J
zd)+X8W6*$rKORYc%2XEC<c$l7l0A(KQNgFL4%qM2tZ&UM!ho}50*X%~N8#>uPkp=I
zFMUSF!td?OzzF;oARN8oJPk6bdpM-5YX{z`r&=SY^LQr1G-pTmx*r7)I29$G2BL5o
z8pU*F8OQs8^<)Fhl3wTYI%F&|6V0`sXp6E)cyuu?AtjGEJrE-Nk{O92Bn6M9!>eWV
z8XyCu)=}=3qiNdgQ=ASXc6A*t9@DaGqC+&~2nmO3^e$3Sv?a3%Cs6kVjA7$`U&x1q
zdPcmKcqP`29oF0irVU#SQ@-bR&9-kem<<rSH4(`SfZF@T4apxnz^*SxA~;y&P;X7l
zXG0eC6j6RtA3e5*_bpt1fb^=T#`92ixjjD9nKun6?xY5b=~6HvX_a*#NG!&EJ)BIU
z=BHUrC0T-d<q`gSG9LKy<G{+FnUYRwWYQ&B-<}L?ysRE)o0%o!xbx)*l+eaw>EH2X
zvXUO2$whNKM$PoXh_h~Gi3RG1LM)u~GA;_c-G7)CmQ10T1^&8(vOdg>GV&CYgyU~B
zO8|m1@AesP6kV8ae-x1i)<5tbo9rbWDtFc#3P(-86-=v;n+;hHwdRaPi=hy%XvsRe
z`*kEU4Fn}N$fRS^%paT@<oSf4NTmuo+RKJ3p`?XC%Iy?QUT=hD_F{QuJ#!YP|Af5h
zfF|V_;UH}9!fjv>EWJc3KAX+{&Hni*)q?T!>l_w7k|B~-8mY|0W+)@!WM{UH26iXu
z5{qU-cR>D;9*7y#&IalSlO}hwWKH?_Myc(StfJxdo^Cw0SmN*ji5}r3yR;hbW_We*
z&k6_>-Vs6397fWkt5QESF5aCb_a7ll6llaEqFuKlSvHi!&uWZ}Pq83NxWN}MN3w%8
zcOtvTWoaX33oKJ$9lvbCetq$hOBRSd&&NyTmtR>gq7kv#!4ROj8%~yYCZcDrEOo<8
zLK(YSbM$^<AnYv)0{O%q79qh&Kxy-{a0gkQ2-l<8nDG2+Tn0fCgNjUpflNc&o`#n_
zGvpY_JR5VG&VFn!OLbwOytVJ$IhKjB=!HbAFagD<9QIcu!{+G=5+O8f()bSj(r^Iv
zV+-;F-0Lnzy%-f-2cav%DQkMi=4+695;IYY5;ED%N2)^CGe1t(_dYqR^M3hA0ZLm1
zIO>`S8^pT6VZ{lk72?`1=kSaeMHWM+Y&X=wsAsoib@fT>=TzX@Of1H_>h$`mU2-Eh
z0P1&7?$%^>RPpItq_}1z&4y?mz_S7pH5Vg`R!nBitfaD?22@sBCyT{inB3~o5s7Xp
zsc4*nVIH95L_15jdszq8Lfy~!6c31(IK;BcRk~Pu4*Aa;dP2P&T!?Pcr1f6kBM_~G
zFl@SE-NujJ7-m(mD~4xcMQRY>hG;&8e-L*s{5Zm}7~yBBy1K=kC818j2MT)|?r?1t
z$en`E7b-T5qR9JvvGNPi#Azbh=ciz3f(KxpF{(!Q#G~XFbMQ8aWJc)}b2TAAN$7BO
z3!#*_7uWH-kfDR0QNyGxrkXFxRNGnoHU`TQ4{gmBELkxjbdDj&79%w%fYmJ&eNxhh
z@`v&ApW~t9>l+)HWzNA;Nec5A*Gu?sh&rEmuHmficXKOUSrd<sINo_?{HiMv-oI9;
zM_?~ooWGA()jJ}E9Tq<L8|eDWa_!}Tn$}!c)p?}L_+wX-#e*D7!&SH;beQRB!^AJk
z*lqUjfjh66@iPI}qoD}NU1<2aV6vyaR)s{-Dt&iuB7l=3P>s2cP^ZV^eRG{HA1vQu
z{n(`fr-GiHJYT)pbC|zF{rR~3<Trv=&1uuYKh52q2ZJdXMAqIi-JoV&p8;XS(>SKR
zyZ=P*y}|{JZ0H=l1D0xec!RY#&OO^<QNu>2tV(re9n~a+JQm>|td9TlqbNJOMN>w=
zhzGBTF5bnY0O_vKFLNsyd;dfI8xv7S@^H3fch#F9LP~-%v_>)_?&zI;;_J1S)w?_I
z$4|5*p2qA=Kyp;QTJo_fDcu17*8Dg{QF$yFw^LuF<@k^9XFE2m%+?cKEf<;T>!g|?
z>NGcD4QgN3IdR&|Zm_mkQ2iYaFk1Ne{Uw1<7kGH|TaJ1&(`R`X()_rRywD4u3!(Ww
zY^?&X&VB~GakqKbi?jFcU8WlpP2+Tri2Cs!-*$A%RZG=tbV440Z?(4c52n2Ot~(D$
z2MIiGF+XDhPfnJS<J-S~(RQ%YaholVZn<44JN2@}0&7dUcVOL+TdTU!TfH5BxijY)
zC||^BGpym$la<YE(KTuFm|$3DG+*e?T*r4+Q64iUPG87&=vW4~{{qHVUn4V!xBRR<
z@uZRB*MUiy!-s!5Ur0Qid1;Vio;%#wFIYASer@pJwEaUoC&7mB4)f;V@Jrf4)jcn7
zQ_9U3{<^)I%i3!DO+6o%cf$>5-bnoDD!s$K=r8zediJM+yR$1StcAw9lbkJCXm)Q~
z3-EI3_w~EC<X`6}pN1Nr?4SI(y^_slC)s-~rLEc*bv*dOj%LPB=-Whv9<h8qHYOV{
z#}OW-WYXWg^}|o%%q~y9=sh?dzB?_FJ{)>)9XW=tJ^4^d>(<|Iy+vC+SE;JY7iru*
zbDe!@^LQ9m|G-|cwaq-5K!5mX9c5o4O82^oT-f@P*ehFbt1Ngha}wjjb^%YY<Nj{Y
z)`eFS6wOyuA5r7?kKaS^dlmfuBM6&#z#sg~>8tX8!!!9O{oo&*giHV?ahCt0D*TfO
z@xN0QvT^<g@#6m$RpEc*l>UE0RLJo!vd8}sQQ?xAGKnfe;I^${0HR_HBEqs!yr{_9
z#|QjPD4*~^Bo#(#nK?<%1iXmsY$E$6Pm9jMe0d-(Q_axN4_**_-Zt5kE4KS+>=z?A
zwewZs!TJRDcj{w#llx^HnyeFoV6{*Fnmf5W@^jMC($&~69z+&8olXJu2w=q;pM4r2
zaO_S92<hqRt1BwnTYk`!)wz3HKblOKYXUPx5K#$8ymLA)93LMiGryG8R*P%2XliTk
zrg(?iDriV07~S~`NQEc~0`3VD1{BZgN?krUI9PRmaf(^*dP}0FV`pRA>qXSiLMUVv
zh*EH24<w-#v<axk>1b?htgpXWA9Hec?!q_FJq-GBc4qaRb5M!ET!U2Nz~@{b)(#4c
zkR;dyLg`#Y{NmyQ9|s2q4-XF)_l=>aeFD;&2?!h-!H$}tRQgM9%*@{Xk?6eA&}Z9u
zq{&xdn~X;=FFQLs0KKD=larU%`!2yv-r^G{A0HevLYRd5UdcIzq=8NYid-x^q(cJ+
z9pD0tKvh*$b+z}iz)cvsYs@DapjaY12a3-Yf>FoNsPpE&eh3qetqgtdH)G$et-W3A
zp6ZgnfB#-H1fo786qQ7T%GyjnryC}P1Sn2?7bwCRf@Us>)lYy#xW2yr##O&*eE&k6
zw0V#o;w#~&f)W^|tcazvG3Vp9kbcdnFNP{QtSDO8hML$J(`xD~!~=|+yY%tM4xN1g
z5*+P^mQYBac$Zna%GO_FH-a!E5aS!?--)SA8k|2&2-Dqw;yrO%o%O^KBH+QVrNAsS
z6!AI~$B0DOu!ljY6%$A7`0bmKQXw}>vl|6xUZANv=mj5y1O-t555<IoNRjgR5+g2R
z0I(Ul_&jQi+?P@t)Vva-w!%kuW3c@nq$1kV?(Xi&kwt9pZeEto1%i7Fuz3tVCGk->
z1W<%R1hTY<u?be(2rC$jNaUr3LYGt42w@287>b|7pkl_#&12vsD4=|eT$qzjLmXIa
zXW?!HAmjvCB)VpOjV{%SO>`Xv%5eRrj(!QnWJf_oeOKnXZUM8M^2Y`ZNtKL6D>$eU
zIwnA<WlrE)HP8x(B66IrR5cy4n54NyBf$=!3-p;*7)d*)Z!Qg*c_EF@a5CDjDknXo
zBw%&-bwG1l;e>c=DT@ig26e<<-^3pt+T{D3*ThZmb)i4WFFWT}NX>sWTy4a>Mr?I-
z=7wNM0BK&a;5_V@C#+x@mZ-a4hJ*?<w+pK-KU**msTO`_IS2@`-f_#RTcA;WVM6xk
z39)Ae=;(vAa5<9T?K?38e3fL2qj1WmQ@INNRjxpt$TNW$0$MA>6?M~bASdlFa<Ppk
zErAs)jl#sPsrjxXlbyx)yG`IXuyNJFC;Rt$5G2t$@imH?zP{?PHEleV?JiM?)@K4G
zD=#da9yaN>TblRNz?Kch0g5HRIpaa1QzrLFB{glbIL*u-0~y>;ZIGq+A*TBop&9#{
zuTM8O--sFtQDYj~Yetc}CiR$vpoNmZB07zc)5JY-x-!a~*9duD8eH!l9M||WEY_n<
zpkrzn>BsseXZU)5(t42*{~HAU6IK6!T1G|=)_()=-;w&W{RgA$znFjjlgyT0+3~A`
zs||n!_)qR#0(x~bBLIsz6Vtz0{TUfp0RIK>|JvDD|G{Mr<zVLsxc@JVy#Hd~rB{|U
zu(u#!=J*#a?*9maGr?Wd`qKuh^S-L9I9P>09DkX!Fr2p#ZaG0syrWuZyl^`!&#Ssy
zQ3Dk$$X7}vA|UF30w#ih3W$k8h>O9KkRassML}BAOJRVqA93#V>hzSu%L;xNOTC^L
z`$%WLX?i+iznH`ZQjh+5zTWm_JbN&M9k}c5Aa_pK_eK1taOun8(C(CQX)w@3v`?_o
z!({AWZm<$O$T>a`eBpUEakMaeA>QXTeqcPQb$;=8yQR50Ya^XuS!89s7eepsuD~y;
zo5H2k#iTYxcGTEaPj)94Zq^7NO-bjF?R1L?w+hE;r4T^GC(d(Od=!F0C_AgP-v~?C
zS5#dnBJW`WD&9y_RR`}jON4Gi_-wVM+8bGnh)-2f_8`V&%S|`g<pL>g`PD4p>$H+l
z9u}06WkeV(KTYSuAat1PND1G3MEAy<SRui1=_opBI?Yex<6q~Rpz>C24&2tcsb8W)
zkpUV+$;W8qVnaXUyNY)?6Q0~X#17l0^i+S_(hE;}=zk46&Sf!&fNtH+TPgC!OEL}k
z6^X2*eSfyvP=6lLU3vHhc9bZ{j=B%UlOW~_3~Yrr{ia7&h)Fook_C1@m~k8rS5d3?
zoeH)A@khdq!f{gSWqkC5*BT+A+xb+V6MiG^Wp-Njjj-B0Be+u;x<``A;@pnOde!K8
zF2E1E<CDw!#CrDJ(0%<t%%;cY7A|la>$!`ti|;L9?$$$oRZ$LiZ10W+U-&(n5X8GJ
zUF&`Sh6G3&RDt4TKkvEPP?-yGBp46=!?ZV}0ZRBNMdnfg%YOF0>bml<&3of=9H}rE
zS79?=s43+n4Ye0fs#0tq^9XbQPKj&f+i8+-*J%QRYUs(J_4+CjCy<Ju<8DbL>BHnu
z`+a%kX_zpd1D=#HUx7j8<;DdQC>AFj?PS$^@mn1kYW7sfEj!x6ou0DB>=cfgaoKVD
z;6SoddIHtt_Xa-8FN#ChcM4e7gs^&nC(!20R!}nUi))sbIorxSb;_uRrQQ_~i{ja&
z9g7dHN=u|G-{N1#{4$OiURnIak4~5CKeo2$Sy@><W`F2+11qD^HE;R#^axe11C;zI
zUE3H-mki*hVzrUY!K9=l>gskSHB%C`3XN^+Oy16AvP&D8u1L-OyCNb_r2W{g%}KY-
zH>>Fs{;HbuPRvw^Z}a#NJpqf}LzAVJ6cuJViR#RZw(8mQU>_Y65B$c)8+@!CFMADm
z%Cq?C@r@kB0&hZ>6qO|<9QR9x-iId_XFoRCoH$h|AJ*)n&0ZG2IA_*|cDO%ex$J}%
zJ$)nk#Ef=J4VIAQc3fH~MBGh3S`D=eeX=L?JQDXxDfx{`j>OZli!Jlr41`_vbooRb
z`99TqSr>Y54kXPqVRyB+zHSN98Dok}H)hPVZ}V_}iQV9i%_TwUMi`#gC<BakKf`_k
z2v5xtG+tLt&FOYp++sX*FqT*x%OXlKfsch+T868bT#j1ZJ2lThz#XTS&*-JMFK^vh
zX4PrQcRXkzrgu=Tm!0^4RW3L_AtuLRIF7W4U>a%oAb`~SCIXLF%R+*u$$GQ1prB7f
zn<mde+;KM+oUhI_c`0YbaCawmxI`h+^MReTtL*BEbJ-5|hqa13beX~KeBo2Q67{7$
zWKeocPD5$w(P{l8TVPn)<7F@W3%8Wqwe#7Es+H)B^SWcQ*_DRKk$5>2=;z0+x;g-%
zinxEkvjpDhz3j_558`@vFh8p4z=t`t)oTiE%^{4eh*tQhD#MV9CM={>>1E}QjkwDi
zqA2cj4z^nJlkVB&<>g>prxderX5%r2O8x_dFyC2xv4+s|>KAkB>ulubbd3{9h;>e@
zbhANRGT_Rmqr|d0frYi8u?=jxSEAC@K9y!6a_Y^xz4yBl7L^7{Qg^ijwd!@<6Sjn+
zf`SwwQE43Z?-{+db}5ze*?d~aJ6C)0@*DMoYy0E}3L~|mL<Va`Gu22^`}wf~IG_?~
zAa85d)!*CQ-O?o%G+c`fLapgm-zUP()T6nL)IA=>ZBvkKV#Lenqpe+<YY4bA#9u6P
zwWQ7V%gU>mz#`IIdSTg@Zgv+}Jzwq}&(}07^=9Pxo(fb|8H1Gqcz_ws_%}2<P3Xf@
z5c!$Fw&7Pi!ZaK=sc^NAYOhGiVHq?F5m!E}R@h$E_*NBY)E$@eD7#yqcOG2Tte(>G
zgc7{opAL~o)IjwPBO+kDQyWIQyx!c(gVd^Y%v7nG6rfzVyklu%E-yAMN6Rhsx0%2`
zhn~HB?^A)_X}!{}Y_(3CKw9y%YpvCy`IN1f5KesjE0S~x9E;hM(lV4Dza9)6r~sh|
z7Ay%vC;=dzT9N@OG#wxBFTS<rH1p-^^o_=n&c}0*(;bXm5}~vSL{!N{BaBx77CTn;
zH49T$_ZIw(d}gH)KsgC?N1_X%wgAiR^gSkDk4nfh#73H);AX#8o5$(^ghKtT4fl&g
zg<7IhLL)F*LpMXiT}+b<gO#w3&xB11VR+(OzSb1i8PtP#b%b*{M0ngDt!9hg#q-SW
zBjxFbV!MD9GcI28>+4NVir36>6lK#Dke5MV-U~x2Lu{jj5|OkLCbIcAQP{M;ei{)p
z^hT%CDN&`yTUH?<C&#`SO;{2-s)t?;kfSj*oy-iO1AnVic3KFMSXHHWEJbqkerNi&
z9<@>t_IXU}wEs~*9hZr$LZG9$3UWiqITc^s%Eji9s)54F)Rg1xc2>4KpN#MQaTjj6
ze)xXNAHK{{>N$+Ms)n+^d`XB>oDe9tYjV`-y5(cnL=x8BGrPj1Sk1JFh{p?2J)&~x
zh1yvn7$sCUQJ~9axMWZK(1@3Txc&xR(g@8(tVM6}SDV?(GNUK9R>Djl04<4t3`H|+
zdLZZL=ZjuBWGc$a>X`5_cwA~cNf`rXiVi$y(h_7T?eI`(r)H`}ie6w~0&h`mJDSMs
z=~i{;Ip{lj#AK+_r$$C@u?LESqy);w^@kK&&1T7{ZOV?2$>ruau1;)w0wB$;;=V6d
zeGwG&^;BgHP~yu+0<l-3W|7I_BoVBq|Mso^p>uO~&aXsj0n#@f<#Dpy^7P3ns7X+@
zet8N)qSj4FLUq>E^=o4`Vz#w#l#)@(QorPq2I6|F<IQloY*4y&=W@dVz^qwKK&t)<
zQAoiB#-q`>WL2gBq?j^LN;xIaU-VMwC|goBM<fxc0HiRYn_7s5$WnO|E<n{rRNT7J
z{kb=Yn!H*lN(l>>$tZ*}V6Lwho}Y)Dd=N5tfamGyNgT&EKr6kV>;2in(2JHdNFl69
zG6z_bRL!1B3!y$AQdM~gKk00ldv7t1dcbm<BmWL7RP7Li&od7NZS;!!q^4P!`bx6?
z;%ze<>Zel*-#OOm4kHdl|K(#zepK90Es@*9xz$MAWFHX7=adE4*Q>#Ly*o`Fz;kG8
zePojvwdZ2oXeyi0%@D_?EafC<Q1z^6l|X~=HGCvM>lQ_&`1Q}^UX<g;;C<KccJ1rE
zC(0pJ?vCxXPMHEg3LBgUah+3uC1v|!HpK3~_p@+^Nz-?zREp2QSychXtD4SiHd1Q8
zSpaS!%cZxJ!q4lw0Ueb}?4##_VEJP}W?SJ4v-R>wlsv^e-<y`|@$RxPa_tj6Bh7>i
zLP({RWod==cNlw{E{0qbcM?cE?5}sn^J=CIQt~n~4P`c0JN;^fbGH~mlq)!>3~>W=
z=L?j<mY-Zm(Zwu<NGxkactxkF-^`4d4v6^9u0({<J!8jqB6Ofx?4pFDqerQrX1P0;
zgI=h@Z?4{UH77Y|w-w{i*bFG`(a91P78kSaMkv*6;*QwZ2&t-6p6?d*lKWMGc~Ok3
z%;l)Lf)t*!?dwUIRDmr^us_|QvY0zeI|HX=S7=0kny#8~$~A2cS$X&(#Tn%_lq`_H
z5O5E{AIKW@dDC3!bhbA@3Cj}zk*X-EGvt{LN?*QY@&+Gke=`2|{q1^`zMRwQ7lu&j
zEzz`s!OhSJWjhCBl3L>pE?=ZNx@tOBO}8PcYG$$(Q@!`k6#P}8bRhV5)kg($!<qsj
zr;!B83HMsdWv0doslon!&I<A%1@p$Fm7fQhZyVztIjo9hvWVV#zD|A6!i%U^!ZqlV
zTp5Vj%RRwL85H#GmqMr#MYps+)^_40Q-S8o%t%@KN~MhJ$pN!DNjFEDhqG<fd6$vp
zw7`P6c<VO_7qowc9#Hgz_)ZLEs3*k}7UQC_JQ;h>=0Q=I`~LQl?k6QHq8;$6ygPDR
z+tjo$B8(aCIZIR&3XoPgE-Yh#qaLe7p{!_uqgTXq)x}5tNU05-_Ls>KPkAj{Z+zQV
z4_C>Jx{5Ld&Gqz&kjcK9yg9MgD&R)FE-$_(lHR#e<$0yJ&xe|tnsVj{u7FO8-5^a+
zF1bu0-rix1&a<&0n;pipa@#thlRKj}$T2{kMv6Wb<x7YP`q)xF&z25<3-Gt$>mi)P
zR7>cg#dm-tr}n#GT?NVh()M=0Dr<4MC=HNFF4EHRW|f`Dd?<5e%u<*$5-usW;8)_3
zkdDgC3K0Y&v8z78VT~~1j-(;L!6|YI56qrOrE)NZ-qq@^ck|7`ygVZ6%3mprhNq+E
z)`k#;{D+Ibrj9#+^0^zunSUe^fB(AqxU-`p`&gZr7+q3zo|@%b-0n1;HKtF(r-4}&
zqin8M@yjMZ;klA6o=PFx{hX5;PV~9Ppm**yj*JDgR`y@*X7~pTDEEB!shr@(AOyuG
z*GUTLnzMHcy6UBsmh@X;_@w{C=4O$M@oC=D1WvBm_Uo~sech&3r{_violmAxV>kRM
z;~GUEwa5dKike6;9Bu_pyl5B1nvvH1dE3SPk6pm5wTd;9L*hY@l$d+l$|`NH%r=uF
z%OE)x&ncBY0Wl<z(0gVFhi*-*3}x@me?M{nRS3hHL($jT`LXF$&g{H}Y2sZzg-~xi
z&J{Cy^idnAw8J1lLue+?dmD9tj?OJasWA8ss;;2SPu5gaQoiO9t_f&Ca`@>myV_vp
zaVcLMo;suB<-Bd+wIC;;QO{SFIs%~J3zI3%_(;E;#3CmUA^(iAzCQS(cKlKwOd{4l
zBY6@&ZV0L%b%Jq}+9M;&b3H^XJAMlE<a(G{e2{R<Jjr7?%UZ5p8#p71nTS*vAMa$A
zStm}pc#J3zN2H-(@uICsKIob)N1>G;>m30j6>IYKo@V-+C=3qA6bCRHcF-r8vJ!rP
zHSh(8Nl7439%tbG_%Vlf(Ww&29f4!YwwL$`QAsi#83m|s*uWwz$7e@FCU9O@bDs@^
zi-{tzH~o9-FjNN9Tbwi<BNbP+*RxrwAgP8v2!niJJU}zU*c%d;?4IV!v6$efp3m7T
z00)g{1~pQOF;*!P2k&-`wL)<)9;j2>R;a2$i~2@kNDW5gSAQJ~TZj;=`9wmOYG%w<
z?i-1|G=MhRAeXvSD4qP1D!EVy1KMrt-G$72iBu;}Ri2mT36e!>mV>DFva^Xrk2|lP
zAeqXR<o?u(PzVn1K?88ygwsRU(T>HBgeXW!Cp{E~(m-Fd{dPv$Jlc37!z|JMMD0U}
zuyj7lX~j%!KFndx!2JD_sTXv}qNSE*t3zq8IrE5?zbM2ccNC{}^%5M4qF&eqcNEDC
zbk+~KbNjv!x0!=4KV;;P4_xPb;w*#(Y2~KiG{bC~LUI$lcmew&wt6yMUwk3?AwdGA
zDzjLE-3?^0p$4tg5Y+NLLIyw`f$|WbyhPP<HO^{Gc@GDfJ-tM2VHfZ*{s4DMV{$Q9
zZfMFR={0@7Qhu^GonDa`-Mcbz9;u&C$TxL?gZQXli)P+;Ir8G_lpQBj`|QM!3P+Ra
zlNo9Vn{P!NvM)_bl4R`RaJg7g2wPvTM`g<sLj%4spU1qJ*A^8GNDWYHNlHlA=x(P(
zl1e{p-Up5$x68^?4t{~-MsB&Ug)&ZBl$W3oJ>9g`KMCAj;aA%gH#WICDpt%8>C;W-
zF|AnIiIXs;gaKRb{7!AbYu|EAA4jpjv}2EG`1zv!MvhTrZJod%A8Du};$ioZwd}`+
zTe(&)r4?5ErYm)7YHHE^h)D2#Sf1!Px_0_z(@3p^oyuW+WYDk93#Mjo98KN_e~sZZ
zm1d-0o%&sl$We;3KN1Y-(^T5EouEpTv5OX&`bkAd6s3|kT@P_NWz|4W$eT!wI^Um9
zWN+4-R;>i1Hk9RgziHK{H9MWH=xf#5Qs<y1X*wG277&6;S#sBMd~12(tA`>*slulM
z#+@-ulfe}NgKy?WWE%&h+l(O_Boq}EE_;K6$vx)OqiOEnjzac3Fl45fAhRqrRP>6p
z=6u!7zan+eh#p&*YKLEqX8ufSLysZm2A7#4lRLU%;fOjn)U0NkWI0DF5}+tmUEOi7
zWi=8J-8cRM*!@Kw6(B%H((1+Jo1m&HSzY;p<3SVwD#CQ>Rm$dDw_k~QQ<G0oED)sb
z!!D8B^s@(M$M<2AHGF37mPYZXCWhx=A-rcV5@#p9rod%2Phk626s;CD6V3N*dPzJG
z)l*CdII{fHzjtv>7v`=9n*MPWx=*~nQ8p#e2F}h;tenS^JN7H#_kB8vv!2XY+kOmw
z!|V%s>+K2rOA*j94OiDE#z7pzFd6dDiT;RtoV>&9Wt`ZzQ|ekbZqH|jml1OLEKAh|
zvdoYuxhRP*14Rw>Vs%SSbtVGmpmEa>InY0cT2}kicBwspmfl*==&vchfj*|J$mh+k
z0?=#Lz!V~T_Z6^F(QG7|ZP{6<wgJjh<Y<WI3dvuH!u3t*)Y~0BgDWS`<KH&U6Px;W
zrkborQYf@6Vxy8I%XigBLpnC0M_zpOODKe?Oi}PCPc)na>6J*=^G-GU(msWdmv{Y8
z9Df7Pbq~?I5^TfcM)pOHu+3(uAPKf5e%?7_6rDl;pzgDx2y9ohW~b9f2o=D*w>dOa
zQ5flmHOX{LdQ-vLwA+i0j)vc6;A$xcW@~0x*-rF^2-tMlg(W`J3X8u?ELvx2J%paB
z8&Eq%UmR5uVT*V1vRHP?$loUhWtSStU=$PqD~uSksO~5l&zu|#r|;yD@Qh(2rYVMV
z9y-i&KQEAsKV`?ZSg2?@NVD*`-^mN7+Yv9b-MNf~9t2ye*?Gw>v|^zwhFdFm8ZECe
zVh?YA-z39rc<S=FMPtbon=cb)Bg&@LqS(hm%tkKzX7j7*ViAL@MN+oTHwL-QLaoQ~
zWWj(j9dIQi^szpy=?DIjF|H?EihVBZTztMBsADs#E2;BU={@J=U{*He7e!S0B%mme
zMu2pxvJCU;^+>4oX*^KMVpKJHT8Pr$$1!6(z`S}%*e@&w9yk03S)M1i5w&v=p6`($
zg-$|`hc2%W&+n|{fi_CRTcX*H=p>7;WV{}}lJ^NQ#x5Wk$m5-fGL7!uD^eImk;~)J
z=FsJ5$V#;r=j51kMrN_S9PmV_WJ>%N23rPyeU9UgP|r>nc`6@rkBpZpy15ZM`*@CZ
zLlYuBL^#o$x4`}urs;hV6h$o^9m{XmMj}E(^!{pxU^z$#KbK4)lx-dkEDPDNK6zd^
zS1yKQSX=jrggHbMHgbh}gePP@#$2D$Guh1JKFzyKYYG0~6+<k95uME9%_Q(;hHLey
zfy2%AGJ52*dd##b-``G_7z*E-^wfw%8U_kAmCTHC8Y>jYJTMv@XuNxG+rSPmpvosN
zxGONM4BMo*o~eN|gP@M4lR6wr%^xp4+Vy-`NAICqRSB%gyr@$x!B^fmMV?+<)nhm7
zjc^HMNA@G@JlM%1J1<HWox=2G*R4G>8sF0r(<SsLGUg+5<t=L3(Dx&380w;`#`-|)
zyc3d`AFSbxnQx5=p_7_+c0OI2_R4dGP9f%WC@n1ot%I}sa<<ZV((ZcWw-z#Uf_SpZ
zBkqF(T+&|V9|fba6;JX0<?UO#H>@wtHzH``c_2=64};9Ps+|QB!*=xHT&E>92SuoO
zfd6R7{`BJ%ED_HA*qTku_<XHplJA9vPXSI{T}R@R$!4c#cT3l}=Kf%DD1+>5oc4#=
z0AYsz9<|(UUQk((e<-9VIBkZjGzX>PWHhJXmuj<q^T(O|sF_Pg+5lE{H8mt3&y@x<
z|Ie^JG1%xrQ=@v-x*av(`m2%z1f8cY?Ljq))l{4SC;PsFOMt~6etC=H0YjN6fJ>ee
z1#f!=@lxS<rSu9To_H%)1ujs$*$I><q1DNpXJ8M)g(6XS8?g!(;IOaC#ENG8|FW4+
zQXlXu#QtCZE>`nL0OpTa4I48H+keGs{;Ul6--G3Vl7W9#Dg56GmNRk!iUrb3d^0mK
zbs%73V}SZ=u!i9OHdynoa<%^)tbzK+61HdS%XUeFs6mRB0z+d2%tK@Om@rE+1H*5d
z>KjVI{8ar>U{xz0>DR~p5tnBR$Mu6>Dv`-){-b`n&nKY&SAThJ`N@v<505B8f4tdv
z3-r!=CvOt`hhAL10PAV=c^^hwcfOo;bD90Cu=sz}0{?g4eLs+W1I}dk-!p-|B0kJ+
z7H>-LgtNIEk8ckf4gcvoe7=*IFAix=YR~uT;5YNb?6Ew06VdJmW2t}u^~JkIW+TM^
zwY2vifBC5f7FBREcgk{>aCUn}-2IB-JpAz{u0|zqIf;Iq>A|3Ut(?W}eBRUDYWmL)
zN3EUA=FiT_tn2W5+Sc+KQ}Jq!CvPe4Adfq&e+s47>-5+kNi0{dKF6)Np#6v8nIf#|
zafEW>ax!;HbE<RobESG{)y;a@ruM-vPCAsYDpt44=F!t&AHG@k_*iMQVE?|>?0R$X
z{{9aCPqSi*B+(|<EjK7PF2||Y?V&ts|HGq0`@Oi-!@kg?qb=@buk@Vq^2r4F$;)eJ
z^@sH)AjGiI-D>?$FAC?2TBTewTWh`Enpl*npVgUpvR}II8cMqUl7c=8UwqxZ6Xy&d
zy;3KiOlJPI-5VT@$Ln^zH#|FeA|C$l8U8=5Axl+#)RTr2lv9V(xl_;^9VYorx&4XE
zOOy+qUb~F&{qp$3ch`3tVE3v7@}|S}L>)DG@=1O)m)A#IuZ6?O>@Jt9o&C{de$D^B
zj{fzO9AScat}`w$Zd`6wZdvX|9_LZzmabo4pJG+Au#b}IzDU_kwo$j#WuatWm`nlY
zNEhI#t{43WVM+s?`EvxadEJw=vfB2KR!_b@U2W<w7hK;dJh^%9Ki{3SD7|lW`|IdU
zKB$v;zucd-IbUpO|F3(u&xgy+K4$;G{f!$P(7l_lt{eKx>+8G|_WQy3RFis|T~o~X
zE%t|USx%Axlcdiw!xgV<`25v+|FoEDRDD$|W~<a`C)cl8&UljIIy2b^Za$B?RlS}l
zxxTyM*$o$8ck^7vp>!SXJ>~M_R&4$giU6A0J61UXy-^)iuAgnV(dN5peRQkxxJl=g
z&*Eu0kIa7bcYIWH^};lL-;vsXQo(Z^KB2bWXqTk=xZLhN-qU_-fh8CC`vLtx)M(`S
z&$%h(nM}0ysyAtUn3$MQFTVCLj~}^NlCJYmdNO|H|6lYkv0}0R+TpaFv{Q2b<>dvC
z(1A{``+8E!bH<xJKDbD|A9|D8=5_9^^$)Y4Uk-dUU%FtncmkU=clv5PSuCG@K-H|$
zIUmoM@%QUC2(;ju(A4nnQ6)!JfXbQ|^M&Yd-`bZDsMG^u1>^5=z!WuRL|cBK^Y2^M
zmk^-B_hSqC`%Y<r6<jaG*V6xe%NR&8Bf&Y5gn!>DHK5Y=JEPNo5YykU`|nZvJ-dIA
z<=>0>FM|48b^#XEe?rr5sQL>G|3>D&h{<n7^q(@~^U3$O-u;W1{5CWGji0~GjQ>(4
z05SP(GymIv@!QP!ZD#yigZ$N-^4rY#ZD#yigZvdgf14S<&5VC*kiX#PZ!_bsV)EO}
z`1d0DZD#yMOn!Sa{(_&s&5Yk>#{bOBAX9!yXSdz}#2K%42lc$)?tV;CW7qs;H2)%U
zK0ndG)N1Aaj9>y%rL*<gU9N7AX5Amo&j3fJ&(6L8KDS+Tt}ZYCAMCvaR9wsUCyZ-?
zOOW7}V8NXx1P$&k3GVK0L4vyzf(30fxVtB~yAzzop{J9Z`)=O+?_F!&%&ht5Ta#Wa
zx=x>}Iwkw;+O_wt{o`>v-QYsp?;<S$fw!VE1ig5DHamh)A-23`h=p{q(S;P?ojyt;
zyO|~EbwfOO&-bg${L8~<Dus$bG0G1c{c*Xc%7@j5t(gNy3-xC^Uvs`&8olpt4(4l*
zmRt4k2idqR1_4bce{WDauEm!q(ard2*qUyQ8*sq&%sbUa1BYpCHa0e1zgH{MuD4t7
zdA$j7lJNlTsaTh8AKnC`ld3X~n*M_c2FX(AyCu`Txg|C=V}H3GF0;jpJ7HTU!9cL>
z6mni{3!OG03*hr`x;Z!v)N6$}D+M5;pMDyIcrnJU`CM-%Io0yp3DW2MqsdUzZ?bs&
zhjmk_$_H{x0MeYL7B9X8zUhwX(o<%cO_Pyy9+$%fi2rB{<fsiP#Gz@lexv?Wn?bLJ
zKPqwC-HpcBsQRBQr=RJf)ica9oSS*w%Hp>{3AdL=1vYw(&WzI?4m|v7U9EHp5F`Kd
z!aK;RJGX7md*ji-OKpbHB&ET#HYxvWxh%EAihr`A>c596Rxi*g&@V73FfK3yPODv9
zT#Pk9>Rr6$F1+gs#a<>Z;h&5JWZ{oEPzqEC^n3aE0G6fwM#q^5VtUo>UA#&k{iBBf
zgbIOwP@!&yr_QtGrk2X8s<`)SZh`#d`~r7AC7p$y&Fz&;i4ZgW<{7_crhaCx`q&Vg
zX(|83+kY~pGonBU#5u!1BQhg3gJ{Jqj~~6DgnqNv)5~alRA~@<GHwcc#-V~gY3wXR
z`4Up;C{1!fr-@PYKaH<DoNCJtOaJ(i<7xGwQy#xf(cNyssmfr~j|pO~*iiGNN!}j3
z_EtSi`KOWmAg;f;@A$2xiK*o<uE5?#_ZeVhpI)3P5eTtM&p9xAVGo^cmKdH54{-k@
znJVbVm8f-%fR6Z6>@U8}LcA(6?viT<u!kT<+6mCaX;W9M-bspFseYz$W|T?bKXqsh
zP7&g2P{kR;pTJk@u}BN>rUl$R8Z6pO`(99LtAFdC+#YstBp@yiBbqUH#e5KVjLe=)
z{T8z=`n2uae=0!-DX~=2bpVPSNLr#@Zc_KAN(KU-Dm#FMe~}J<<r?nroNk`?!IX=)
zz`JQmy$e0$zXYdWd6-aDo1Wy_1Jkc%f8jX4X8rpu{eP0#2hq<5IsrF@@^5^lemFpV
z_ln|S<>vX9uN3!pU#0)vSBjhCf5}(smt*YAB1X<;21ercZ`}Uv!23@hs(<#7BKy@t
z3Pn&5#lg|u=#3SMEA+vFh7yi5Ue6nN!Um00QM?4v5dSA?+8;yS#@BtM82FfS1Qy6A
z63-cto~+-$T)WnzO4v}|oN!?Bo@B`6-Ta655gKM0PS)cOZZ4GCRx1rYy#!iZxc&Sk
zx=k|6$IN+~v=Q6@1TItlvG`TO-P|<9JWww#T3%kFKVl~gAo*jOqba_avLoEwHbRi~
z7HG3RBN7I@8dkNK`B{z?PP26Di#+Y(qTC`NzH$CQ_H$Y%rNP04>$Z&R&nHH~^S-pM
z?G<~MM!Wk^v9Jh?<9er=a}Zj%n=(6+cJ>EV_>rJG`t!4S8QXh0)+rs50_=SbE{<oq
zQtBPf-b+d0^Zy~UeYk{?l6rr(y`4|n`z|fw@Up(utD*_}(64=JW@D(nJ3*>A2@>E0
z_}8<irkR1dni{--`Dd43gus`!S)MD_k+MTWke}<F&!&2;qW+-Po#wWl(zI!BJ)M-S
z3}P#^hqIVQqQiF8+oAf+nqs2MLr9QqD}mF0HP_P0YN@r>?%?$Fde?cI^70ax;Np|(
zX=?b^`DAQz9-TzMt>G+5{EwIJTvva4H%=VgT2D(SJ&o9mleZP?0+hBuyGoM5-`M1R
z_ONcktlK;b`dR%FYLgpiZT2D{f_`v2U(5%^1uW!nK6JfYwlwR0VSl-}6pViRbBewg
z_@R3oIqMzrH+USZ-JPo!-#TnA3))?Br5cQ%;RBcFy<2X*!Q<`i*?+c1ePw0*;dT*!
z{?bNUGuf=R0g!PaSEpq#j#|uh2ynZ$2CwW~T~+;+{c1-ayjTq2vMFO6sSfr*cJVNN
z1KJ8G051FRe>1#&|5whllhxi!V3t5r&1Y`DhvijW?Z!#u%cX)G+0WpMe+{1Jwdc9n
z(Qs8TQBu-_Tpd?d^R=z*LjOhUpYz-c<Kx34cvaq5MZF*(7zh^lL5`o0kX%IjAN@!p
zVPYIczfuqQF?-5zfsG#x|L`RVgk<U?FM0W6<e$TI=qRwh`jHlf3*_6tnEHcJ;X<#L
z(WU(1K|&7G@zfs4;s@LF3-h&Aiy!(UjRC!i#uLc#quD~DLUr`7jsHl8_}T^&cM$%d
z@DCJZ3%Jy5Khk6(LUpgu-aP(6t@4l-hQ$*6NMk@Ukq4I}{O-o@+4xOV7-YZS4G3HK
z&8Z;L$8UxUS!;f;8{Zek->W!8nE5S?K;DP{OJyn{@&!4)BQM^YyUoGnzr=6mtSG^Q
zX1C8Zc5Y_Qp04GsN9TocE)BreujZo+B}<-P9$&7WY|AzX{163&KGecwMWHvYdb?U!
zo%jTLxW57Q+ynGl<^kNihq?1Vw^r`-ww{jV;KRxB;WUf)YzKORc3i#r+sry(gWK-I
zrQU$fPRc*GE){L7?Y+&5_;QEK>N*g4-up)JTFBwsANz$lH_*j>@cn(%Uk$!TKU!{?
zb8|eJ>xOJzici)r>kw0OluVL<3-0C3XQ!Y;h;r~RQQXEwuXVw#((QI&pq|ZOn6z_|
z3lh_lrLoTaU}WoJJfk%e;IsO3J1T(Z`rx^}d(qiAJ)O8kBc2ukK_*vOx~@2FSM|8L
z8`#{h1<x$F-(8)2{%g~4vR*n2I9yQIOUWW3B_Z75yFZw2Z)ioIBF;$HQP*g6H(0;O
zfE+&fa}yf{f4J1#Y`4C*xs10((<|%Ec>q`ybh>few%F`ED6GFm#h;!6-g!^{IhM@F
zw+Wz{_k*YoN(ZaiV&Gczg@T6FL(dHoGr8gP485lErnR3PK!zE_$HN~PmaP#_4FG%Q
zHJud{I05X@IfHw93i3_1N1T^<{x$AGw0#a$<4V{Di`G71qw>Qn_qqE%ffw8pgaj5*
za?<WUx4`e(x?DXhb2%Kx4s4cJA9N3UR^+QV`2T$5Gnh`uE?Ph5*6p^}I?HqG&~t~x
z^bs1`pWO{>ThY%+JJ4%fWW3yMX?b{%ZTd+{WMUu2x2!+=JT%>diZ^Kw4*%RvQ~Ake
zfyHZEYi~CIx2QjM9b_1kUm~i14*HM%%^yGiRDY)<-4SWK<o5iH!sUk+<-2MH63CVN
zFNMqZNPhoC;llPGC|v$aAi=-%Ehztc^etrnrf(UmfQBM_)L9NDHD;uB<>)Ta7z;_+
zJYs0I$wytL9eMEz40Es8ipen)jd!|Da1-(A&AaMoz~~nnk;iPgL3eKNyeZ9-$r(3B
z+0Ka+Iv<&l`($P>hY%V|pkALnx)+;x@k+BV%VdY^<2!;e;RpU#|2I~32iu979O1O|
zchmfR?!HebD;LYZW|@ooZ)Tb6KZ)1N!NK;|2}Bl_UxP#bugtQ@D`gQQ0~<r5U*;G*
z13rX8dueF%)(FZF>iY*g5A_NP=3gIJSQuD11UNWYSU5y@1ULj_BxGb{BqSshRJ2DZ
zD34K)kRD+?dW?pSj)9K+2onnv9Sf312e(0?B0-JAJcEYDgaUU#kwQU1!$bf0{CEiD
zA2g(1cmzZwWE50Lh8heg7--0|;9%k5;ou;5y&(6Y;4tB_$XQ+@U@N>qq_D$b^^3_y
zq7<%Z$5s4#OvU!r-X9qS5B~`PAvFyx-LvQH9GqO-JiM<&M8(7<Bws5jtEj4}YiJr6
z8X23InwdK|Iyt+zy154g2E7Xo2@Q*li%&>QN=`}rn3J2AU+}50sIscM=5uXbeM3iQ
zS9ecuU;n_^_{8MY^vvws>e~9o=GOMk?%v7i**WOq^6L5qJO_mY4GjeafO_!R`4~p`
z`|tno2ozFAq_3c~u+I)0BH5i6DRz8~Mfzm66Ep&^C&O#3(~c&XpsM8(vJwUqA}Eg5
z=x2dePOYU$uzg?GV|QNCPiZ=W^l4X!rmWL|VcAKt&}iHw+$ef|SK}}U8BXcB>jyU^
zDC3gmz)y`~#432gXwQc@W2L=SXsVM$8}yOFAC#Zs?f49`U8|U}4+icN+!eiV+npc`
zezGqrhl5TI1!JN46mLr*2698~3sbyd&vJs%r~w1O4XH>3!`2K!E-@4){3v6=uj`Ty
zdt~(V&=+H}7>k-3sE7392=0oRw9F`|SW`>Ho(<$h!kdcbkJ1ff1A<sBkUwt5hkaCz
ztPaS0zMvW_b*Y@{_}N~BbwE^!5)mg}K@{h&KOLqZV<u|@VcyisVjo1|Ig^ZX6B}){
zkgLRYD<(rBmH=(LJqwf9wb-MCF%#2YcmaVFS#oF6`swa!aaUDRS_F$Kw$MO9er%<A
zF~evk-s$=)(hf>_mL%zb1Kr}{JAQvY8mABwl7us^(DQ&db`%F~2z9Y9B#JpJj$*_M
zf!@b}z?_K$R5G42FqF=f4Y6v;F2;xe{njYvPE^6jo*ES4y8qn_<Yq^z;<9X*8V^ur
z>W&h(#xI_1gucV3G|+__vD7`-pPx7Neg4LX#Ui3V16h!!h(fRXh|i;4k(g8CPYbRT
zJ*#qw#i?hDK5eW*B`3YT<v@~&>Uzr!BO^-O3>#P}GKGEJ?o~O2n!{e#2faKG+}gnE
zeeT}$BJ^fK8AOSg*JVS~saFM^c;!7u7^Fe2GIuZpI^qTz6AG$UD`x3*#M6bY7VTrp
zIL6^Cw`x_p4@i|Y5z+%6Zl^wdWp}!k9SE~QHmf!FEYD3n17KYte^861ySh;e+0%4P
zjIFGU2@p%L+8zmw%x_6Lj`Dlc`dQ4hz3=?foyPIGX4?_5dfPcLox@7tfX0zNoUkv{
zenqX^m9Mkk8{a-alZ5Gb$QdJ188+;MK7N**1f=_KyarK0r#H}-t9*MxZR#SVb;fu7
z%3>2p48?5JTL|P3ka1ih0YgRAwbWdo2V=@cjbB-8kA?`L7TWFW@-Dkhzs%ModY|0G
zH$DA;R2?N(9jPkMJ<72YYc8+baqN%&1eoGYxeINWD5{Ijakkij6CI#heFQqWx7Y_m
zy@OYLG85U++;HmQ5h5*4K#6-M*CmIBaAq9Az2EIQ?qdB#c0lZf#iTchul2{#Qjgj&
z1+i$?2f}N571G^<2arc=CkAx*S~F3P`%ofhZjJ#=i&y>0@PxyQGju)8ooc-h^eu{h
zT9U2iDyf#LX)EE+V-i5hlcOM2W>)p}^|>Y=iHhNy9Oe_XsU`gKuyJV(;qahgw}S9H
zC4t<LkS^$5T?_n3>x2;_?wfHC`V)Z#c!E<qT?-FD1|^_W{$qle1ny2I#@C30A^kEj
zi@gkHna^L(K?%_?_#9ih&rW)07uSQ15wn3TalKr|!XgC(pt9P|C4r=2(O6mJLyM&n
zYsQ*+5+MfF7N0A>)m00I$k1-L%wUqi4LBcMuZk5OETSi&uz8L*WAl3$k|faFz?eI)
z)pZ;8N(wt&ri$cksK|FM(O2e0Dy;M-YrJ%yEzu@VOOI~0ZYFvEZ9#b|>Oz7Ana3IL
zk1cKE*=CONP>^Bl>~W_as*Ozu2MH99$_1C5`Z!L0HRXLgrXwb86@H^OnTlK7nTs(P
z@VUk2Di{n!YJYFh>$`9TR5@l!G^q~_J4wAEm9N)fmVtVji?Zd(x5g&08<FMjWnt6P
zV85i!{=sma<5aN5T)#d>;z;@YkBQd{w)*@Py~c^~U4vCw2iuBqi8)4h$?i}mTmmrR
zPUmAy#zG(yf`!BCX+l%D$8@7>!NW_$`?+gU6-Wmzz)<eZ%d1%;Wx;DK03(|`&us7B
z5pRzP&P#Oc!pFLx<1?LT863-P+=CX{YN<tr{#sfq&n^{9khLpx@$M0dPPbb=!^?NC
zr&C;yI^sr7r3kSEins4yi8j>4RED!0s54PX2c-JOx{oO+&6n-scuap?e#}1U95FDR
z=Q;<5`lkArFx|7}6tCWk>Jkg9>rDG%&23n>qRur>5#9YJYV~u`SdrLpOxVIz=-bLU
zc0Uib;Ra7Fju)*5YEyzwlDqThVZ#~4@k2P5l69_Van-t0mEAMm4}>98a-1es<O}5O
zKhyS{JZOC^1`{@W6$OSO89oQbAGJ<%O%;Cql{pLT(bpeG-FbI{a3P}-loN4Y*SSt)
z0joK7UYqd#+la@sz<orHPlYD0cT6rrk(#lCZV+R0lcq&TMMQJ)IxwX5<eF<@I$l%6
zC`0Y3j2GkarQ|Hu>%qAa*IRkhkEZeGxSN866M0bzijqBhH_p_AiBbNn&eMaLTw}vE
z3kB8)GPazs_(%f#dtfLCb)0OpzHUD$UDwjFMkJnoxl-z8or589JxZKfx?T!xO<}e!
zy`4$#f9#c`WsZ_-@L0EdE$bSN^wMI(OYH$Lf4_I>^Ue#afiz_KWN-O!x_>VCX8UFm
zb3(1a6;DiS#%_;(?=~t+WYEXHMfyaf)nvlZXdR&u9pP$dw%V>K-OFOx5|qKE?#mFK
z8?#hilLfD_oWqZloAvtG2HW+y1vVvv3G7@`_xZI*zCZzoHzUHH5M&uvp?7uu_9%ID
zQ(ioO7;dmxVyh+X$_ztYe!Yeio9Yd!->x2=9+t6BsbV1ow-Yd1kU(O|@olqD&mLOx
z?8AX)vo+M@J3zCZoT)gWpwBFjV#-OZY7+UeUqiD?XKK28o^NO$Rk&K>)p}<mt(gM%
zh=tbbHyT<LQBzNG2t6C$s13L*@2Bl6|C<c>!3lT4Rq6ro<|gcxQnJC6-N*<6pU}at
zwKkvTQHUcUhF)qL+>4(AXa;21m}asy#BOo0lC;#EmnD4acgjsP9v#$UxqG#Bs#j_!
z__TtHD<-0Tt7YK$T{!u8bVB>Qw$J+}&dbUc9^7uT2V_?!+>>RFqX&|4{zm3!t&O_m
zCtM;kV||7DdVH@)lUyMjtnh&p4AmP8hHBK->vEo_kJ07|todBsB%}w+aemMUd4GM0
zu~h4c1dvOe7+1N6ZLVsZcclTdz!(m_D=?JJW%1$z!TIYQZ%UuuVxLAmT65C<tbOHp
zLqFY`6(X+KL%d!)J-Izu#%jfa+nST3_a^8b&k&pK<#qaDjkFLNtw_6TRV`baxJf{V
z57;MP8d$p7wgo{ub3JJmMY{*jKTw5FkMKsuz?Xd-Sb<JGs(vp+)sc2#f?LXw8C6kH
z*;LiVq9M+8_!)Gdn{>S8L`KJ9vZhic&{+Pocq8K_itNhGl$Q+5VT`EP)8m1!wLMor
z$&<~F-h#^QjG8m*oWseNU?}sJ>@Q%bjmKapXkg}@#k0r<VLrm;WBd?lC2^uwf^Lt<
zVgtO=w^Z`T6czkjc^ny?kLw6Z0HLsWhXTc$d`F;RP?6(b(v>KVJa5<`KQ)B0mfwqd
zIhlc>$XFmGRk7~xJ<laD>{dui(_n*+eNk6`r1$2^=0OMybxe4D*}LCx@$yK?6;_f>
zM{Lt|*o(!ks5i%K4;d;5NH@_!_G<eD13d@77t|Yn`Y%mv>mg+s21`7}4;)o8V(ptM
zBch%$UdC1+ES9L$miNbqc&~P~#k+tlV5kUJm72kq_D_f%^j>=ko*=~-_>1rR^#eUV
zkF7P#^ZGiBSVWy1w8p%lSpNVFulYH#OM(PG@Q%wEt1dN`uwyN%EfvWlU?}o^rQI9q
z?ye9xlek?yaaZ(C;|Z#<e3pG3^hl17gOXJEH|cL%lqR^AbtKf%Q;Tjm2Fi{Y)_0X<
z(sz~}r=3>0%eoiTABRs*6KXY>t`GAc9O-dgZQY4_kiY8VXzyNo|H)e=`oW3b_4BuI
z0=aDs?0q)vI;M>?-R|RUb<APHDsQKQ2dZ)%B^ibQDxmo_eOKzEi%ZruHps&E#4;a|
z=&>U&XQ)8e4u943SWD5dY&iSAXsl=tyj?3MDEIjZ{rOrGmqgsq1a9jbu=pHs4eQh9
zljpg=KEg~b2<kCy2+-8dLFjqxWwsJw#C(twG|z*(mw3Y)K2Ut5OL-!|DM|*6WByyV
zU2|L#mJ}W95q48KE+1%`?Gk<fOujRF-tWeQ<_6@22wkbLK@H(qnm5y((<e-E)pa9t
zC(KX!;+8)n@o+3(A<!|dX*}_@lRkN9_{bT_!>cx&lyurp|8zS}MReiAwq4nNhkIAz
zrJd0To1W6#p1htJkw!b8#kLJjJF)wF*7YN`!Yjg4x>6_xUN!s^yiIDCxtII8$mCrq
zxbs&^8Xok?BX^IcXO|wG2sB+(gi;aomcG3cn<(9^j;D-FI7!T31tx=`YIHY`M-J)c
zUJSu|7}pfc?K!s@5{I4fcs@2A!y~s)?d`a+ig|SFT6_~6!r)kJERpgOw#M^pZ4|rt
zt}OeMO<j=GG_OIA>j`bM$3@oaJ@3t=Exz;fre*Yl#nU1dts6j~<@p5`w?f$133>=)
z^)2nYXHaAYVb@AsbJ<PxF##qtbz_q3DT37>R<;_J(anbq?1&J0IY3<R_*JYt%%g|N
zc%E#PnlBNJgM>!>BsqFoI|m(Tgu~UO@~#wnWhul_SX7;su{6yRqi~p@VTsj-bm^vb
zAJ$&AQgXz7kbs|K0RfBIwXTvR=Cn<$Jnz?25~b=T1onr%4oF6OOqX9_cZrRxQJbt&
zv~+#B6Sc5=o0m&4zpqPhB6dR%*!YC-`t|Xasvt=5-z08&CAlWfG5UZn(;vmxpQ%pw
zpP{krYvUDrPsdiprB6}oR@J@eD?xvK?!o*-3cfa;c%7tX$eeIoN7j&*e_Ax}s^Z(~
z3^0-&QEPf*f*|y*!;!WJajaR5^T=lDh8kkD#n|}~!Jv)Jrd#k6P??R&G~waf%}NU;
z$rI^By94yFfho{*D^=pK-H^S5lGe~yZhgD3b1(EBHA44KSQvse7Mdry(<eA)$m>&0
zBOU=%dHvfQlcu`lak56wXS&__0hn7zIDPK!5LSq32<X+o_rYMIf@26iE2C6AVH}>d
z?6dXSPfT=42sMaPwLBu3os3_{-PHs{<X5XGk+)rzO_7Fxp_rMKkGv@wDdBvkn&#C{
zM7vLZlnYB#jR~ds_%Y0#M;M7?(oC1UuF`0p{K+No^>_>UFkz4z`kIBKr#O-K)$rTp
zJCTG*f61Haw7n(jx@O~{z<?v|_*nLENe<(Im3E3c0s602o;nPiOY+`JHQjr2ak_mY
zvJUEqWfo#RpaVlS)gA%*3HH{f3v(TmXL53y?bCM(OnHqCaarywR9@d?#DA5yL~%aE
z$et19o8`t$#fJGLcQ&(Eu&;dM8<)bK7*i1Cm*{LJHx`hAo^kn5At1vUX6yX)@iS)u
z8P<4~r;qtxuh)MV*sjlI>MhJS{3^=LhxRTPyAKdDMvxAo$)U>3kA)CPJQlA~R~av%
z&m7gmNj`x#h`mE{Us4p{;XW=&TS|>{{Ee4Tc*s4~>X$wGzc=yM)#Z2k|E&?w1JC}A
zmidS7_`8;wgM;-iHS-T-w*O*G_)j9;{dcf%|9eac|HqZgFQA0~Ur{pe?h|pnRD5rS
zew?aT*?&JSK5O`}oAYhV$8o|6n^{3YK~^D7$2quwdLb;o*+cdisv$x{iRYr!?zlbb
zt`d;IeD@r(&&(7*E#mS)YZ(bj<u{mX0(KFyJ2SLFce~x?SYRrQ1q7t-I?9O5jRf->
zx8xlILJsoPbDRk-fj$*lTFH~~&xY0O{O52OR9t~iPZFCg%y7c;9Q0^h)70@D`U83_
z0-YBm^S{c8)4fD!1fse6YZ2sJ_d(rEPqv_+q}z8A_A_&XN=LC=JDyl&S>|wqfbmT_
zYbiFy(a6Z8ny0h*X6mu#D0Cn5BE=&75E^AjyQ*eZkda`3do7HahphR+;!|~~@86~L
z(^5^ELo_7M+Cz3szq918qPTzi_HciHCBDBWoGias;{MJ?!~N4nBW7j^LFf86FXUe=
zCa%yKY8EyNA~^SldUoTBpPawSZV8ZJhWQG|;{}F2Qg%G^dk6QGQ*>AL{yv?LO?Up5
zBJ{aa)5VqG2+w7>gB0^_ViQF%ovGxA>y4{u>o}rfbwh4kRl>(swWiLlrq0((cK2{c
z&tk6%PRI97-?bdjq2!GpIIenP^u%H>bxkR{yrR`HIezUT1KHA*W=nv2-{CP%g7p;=
z_iAMlri$N%=cW=el|9su2W`SyqiF%o=#|f88K_5!(9c7&2A&Iueb_y~nL#XSmE>5^
zXGSSiyUruVW==@<$*cC^#Em^uJ%G~{HN&3}C^%|_Gbj#3X5z5%Kc0)R39#MBZR1$s
z;b}#FmwEqwu@a_%2<a4$tS(x3KxmN~m#V@v@B*tCN37PD8M+WVTIK$m&a1`wmT+Wx
z>Me}^<X16~J$}`g?IvLXUl^b522$^9K|hz`<E(W!ed=gmzc$>F^1-kq*A#bdgo2fU
zVnOE9%oGagE<zwe_8dk(0<&`N<<1O>kh*h|Ny<zA&mHr%IPq&kCH1C(v`2xKC)OCB
z5BBZqNyvz_FdabcCl++`23!*MnKc83SBm$u&vAEh%1P>#9=<3>i}{A)xk)RFUYM#l
z6yJNsuQ_LDCI{{@_nWe(N--yiA#XaCEuDL+-s|(TM)OSqa>1inTpNWg$wgK+!qXH6
zH5m#7^e^;~flfXAVKu_}0w~WNnkh+aBQ!hslKqB5D5)j!+TTq{DL-`=J4*=oyuuzP
z`eKSZt($1*>AORCx#yFMyI-5gXT*GUpfYl<#|i8!V?6!fT}TX|-_3O2lD@H12HOv%
zVIb57>-RQIB56&!@{;W8kU8WDI%qICOzOT2#$4H+9n!XM6KG5Py6_l!!*4Yu5C*Q}
zqkNsRSt(z)+_^JO`N#UrYR@Z)M+&b!T<#JA1bqF-?^6b_coKSa1avO#(PeSBl!NSs
z$_7WeOHh&`ye?qE>A0DyW>j~K5|zQ!ny>{!gxvR-gI@qSerYq@wimwn5q`Jf`$U(X
z0_UDw$V7uTzG_iI+FbmJodRS-FmZ~HPM-%f>gnbn&u6PX%|$xy(|yZBeC3PzVu{~~
zFw7k4utT5e#!R>a`rBg>v9Qd1Wi-6h5n$}+fdS|J>SQ6LCs@AeJk;K{VhnoBa7_Mf
z!5x)?(M{)r!38FRizG@`A8oC|U8@VOp;%7&IVSHtHa?8Bqj7y~tSKbjsW>lk7_`*b
z;pd37x5Z<y_0D}Dl}}F4bgkD(*2TZr+ctbx1&l^IJIChkG1EqmL=nRwY0^zX3>r#w
zngu5VW@bXnVk8=JL=aHB5h*+Y38vK2)t?Mrgc`*yKx<T4jfR=oLPPD{pqFS;ZCw<f
ztqA3Appcq(O5@nkOdeDmEA;6se!{4w!K1_@8WXA_Hr#;@8cjp#{TeREavsa~hN<D)
zY2eEm;=WItug~gMQ#sUxo7|ixNUUGFL#g&-rGtN^cUR<fDJ!UNc;~HK2l*?NRxF2w
zHy^G!B53gux5|^DMzasMZDAtc%9HhmkHqiapeP?gdu%`;!KY3Y>e&bhufY0B#jjP1
zEd%*p*C;FmbY>g9kLow$7QDlnKi2RZhSK~J3@e+Y(ZT#Kqo&P$`@OLA^~ST-WS{iV
zY4s~+D!7LCZZc#Wz%ou0MlFF-J5SvMPLC}fuQlsiD}OAosKp{XgC@YF{{)%s<os2^
zWeE70(Va`^^f&Upcpjpx6`Ob1p3^anfRZt8CYm?X+uVf7_&p6@8T=4l^k=+LADe#S
z@carP-(!}6NPCt20Db&XyF$gXVaK=oE52Y2QtazfK!_^o<=@CaKX~(ZF3!Tn^~(vC
zUy&LAi0&)@#sq?<DF4RZ$l4Kto%j=_QPIf3#>w8m$bpQF=O?1=D;o#~qqQUC7w+$i
zfg%~RjFF+)8(|w)6s_-BxY=3BICwa8zO#NKYlwl|9OaL)f683)_BIAeMvi1!kjIIL
zkufV9xjO#DeH8xr{p#npB$>{yMtm}Ue#oT*D;dj==Al5+EMz}X9|Z-;m_=P3#g!Z(
z*pNRmiaW58vHondxC1*G%g^SDLkh9}ferb+kQk&tDBmkqR)$pkQw|hoA^X$uK$(q<
z?a#A4${dic{pj@fl7E6%elIL(1wkQZ<M~k>68YGQiyd<H(?bPv#R<9kIi!#)4#?FX
zRYI!yb(sEKa=+IoZDef%fxu+r`3YnBKNN)dzxcWQCxDqeKfC-tb;9U3VCHYY%-?{S
zzX3CU17`jP%=`_Q`5Q3vH(=&(z|7x(nZE%ue*<Rz2F&~onE4wp^EY7TZ@|pofSJDm
zGk*hS{szqa4Vd{GF!TREfSErGFh3k2eg(|@VchxCr1dXb%}*4|{~=q=f9FQ@A6RPG
zU;H#v{ZCnHX3UhRR4{^8?F<4j6{0aQW)0&+MHawd^s`XGS3MEWpQIF-Q+14>i^z;8
za4qxKYi~^!2Qjji_qBlqU`YiUWs*-gFQSNU4bfB&=U??!#dAH-@5z~5%n~zX?vn+p
zLIr57Wv|IiNJ&WniEce9EVNsk1FJCL3)B&OtC5K9_sPhanVEqlB~A6U%ruoAJ~me-
zBjy?~tl<>Tg(Mz$T&DK+_LA6ciz<NP>h&60TI<O^p?31>uj36t0Ya}s6kkH}guQ|U
zUu#X7-P+ok_qcVAUTnQjq-Wyd<lN}QRM*7F;}D9JcjXGAVti>ESVi1iQ&Uq_b+$O<
z?Bdc&`bKyAUG2evl{HVVBAK~5wZxY1p-_xH3OqSgunCglp@=vnR4OSkF);}V$<wFz
zFFKk=kZo9@5m7Ph>0cB|>10QbZCvb%PAc{x*iB-M-o3I-zk>I+x3_n9cXxJn_V#{Q
zCp-H%ea#~%h=z(0CZV?R>F|l<8|`Ww*%&Tl$Lc3ckPl=8%F4=sK%X0-voL(OXeb8g
z7z%qwIs}WCk$b4PljeT@7$Z&%FS;JihOBLDeB3IpE0e6Pt;_ph)y9M)6De>x>X;{V
z!(L-Sjz@rkM0i5*%q0oC$*{;F;GOrpRm;W~x0H#?TWKMF68_3KL6J%dgxX6JzV1_L
zr#$*%xT5_EqIr$D2`$kLrhdZwFxc5M;43cFtRvXqD1W^8Jmv&YM&UeXce(ulMxRi$
zUu-}Nff99aPCxmh_G%oTk#E4vYwi#sPk^R8n{Z$FU0*B<7J2o?6LQVySV|`&BSXbJ
zKK43yI-ZX~rXFxdf=Ci{6oLG7BaR~ZO2acOPcZ{w%<#o0aie8*3T<&eell##yYeuG
z->jt;(UO9I5h_LGb3V9xTe{@F+<5W$;|t$UagoGiDCELqGK`op@m72ob5B^XXbba%
zkH6SpgkdZ`QGgOdi5@C8k4BTAL-8|oWlQ=N;>d0{j&>%5BrC)&(K_yDc&u7rqU$77
z^wj^$?v8MDRwPQKwG!`XJ-pqQ03x`M6v-I8+^sU<Ju-|6ws_w8H=2Qw6i#1DRZROV
zMj6iWsE7iYf_%Tq52PM4*A>1SyQPjxcQ)KCE2chpM#kac=ZNP%$AffVUlbie1m{Gw
zxJ=sLw=9V8@iQOU+o|qE|Ev$^!m0uD?^OrP%f;pg$Ii(5gs>(Rau37y_``B%A5*kf
zNmD(C%WfsC%*lEggjIn)Hv0}5v&w13xm~D6ZE8ej_ZqWf40;z#oi`gnc5hAj0=-PK
z-sx5HvU9OA;3Qk9QsjnA3<Iy>#R>iAy&xXO9a^!aYfYg!EA_mD)-RK-i6(2)51?h3
zd-!3M-fM@4Dp)MhO7R7{@~$pm*n$>`@@lK7M8gf4qLnwHb_b`_{W-(Kx1jnZmL9qp
z{|Vz>if^nQ5sIo>G_e{PwLR&4*Nw=97a^vb>7nVH8h6)cXGRp&dAQNlP341Ft)qIZ
z!l=SYZ!w*RXc=O!dE8i}56gwUj^CWFZ|#)_yqK=S8^I?~H`I^uOG@|ifzrH{7XKR`
z2A)6TZL+X%bNuB~@F$M(zZuJa+W7y681R1y7w{jk;Gf3*|0x!{=n-H!Xiw}&8Q}JW
z5|vzt-;jXdyepO=u=^7H_Re@sdV#+N!c2@W&barZmWro~1_r{z!%HSTmL0&efcXj}
z2AKD46y?9aeh<O_=TvY9hjeGcyiR)z@~FFl8J+j>Mn4)6SiU%Q>#6@nd;OsAm~jyo
zSYyou1Ei2=)nnGxIU7M#8*Dz4m9mioZcZ~Tah^O701pywk7_UX!qSMEd2goz((nYG
z&l0bhJ&$a^UG`jUGaD@2HXA(PUu@AQ^ATG!Ft^_yjtbh_mE8DyKTV7R>UrcaoBGJy
z_aRB^%Dg3Ac#uX~)_>nH-FyXZ4D+gg?VB;KlGXI79p<WX6##H%KV$Q7qQqacSn?cq
zr8RN8_nht?F4gdMxV)5g9i9i@x!vKnlGM)%p=~TTg1C~GceIZ`XExRm=yx=eZqZiB
zC#9~rJFQ&jalZbhH+99;w`hGL3D;3Ad5bZ>ovWSiWeKz?7bPAP6U2_h@Gg~>TP956
z$wDrYCr%S%-)dR>nlozYzW51wKr|vv<1+I76J){QV(=P>rL({0LuB37p$jqhUHut|
z5csr;PYyhobfPB^m1HC5<E}|dD!vs-tGE93ey0qYMmj6P@!hQU5QAsi0lh#Nk3=J?
za^u%vmkKqvWOh(h&+xVHz0T=6<%<-&NSTq~`Bkm{<E0NR?Ra*(H4)1DKKJ~JO$qtO
z{KZQ|%G<4<%|PV%S>mS+n9uY%DPQwZvbM@zP>8WI4zBAS?{52?@!x>zTxIUx;>o>E
zNE4h$xy7G$6&;v2j0*st8r{`0uW$CWp2v@#j2D?3KW%IUO?#()@jOK|oxDhSk8p*x
zaP-iGoiC9V^zGD@0ozur<5L~ZjDx@ldufHIWlj$XVegg6N7sdjjO(YE$%b)<7}CRn
zsH5ZJ`&@=sLYsnhqIALiq%#yyBt$GvA`}b4F7%qi<4fz{=s!75mfQ<bl%=r}K~(`u
z8x7*i(`d#JxxB0>J&gF@rpFXIjZe0nEiXQ0#&{?W(O+L{Q`s<iesHUw%$A_a@>WQi
zbKOdQ6Isp&eCY$$YYhin1pr*@@1_qu%w^lQGi#`y1VEqZFnP82&w9~({F=8&)j;rJ
zXG<dY@i-)Qfo7D%vWg6Gv0AVc+xp^;e&uG=2gksy2*o0o<hu_i;>0sN%TN9Kp&880
zlCBH&N@Pz`b1YwNA!dLPv?j1U@@ym3l|NP9A7urj8qL>XkemU=y>#a%@Kl8H6_7#2
zmQ}kR?M?NV0kH{~C-vA0_T&L;xHTz>>O^V*qofb3qz~vxtHxqmSC7IY-p7RTS7j*x
zX2Y}89*5UPS2L5YZGl}aHez^;Ij1*|O~!O8y}nUoU&q74BE}-MJgtYSqkGtidZ0VG
zmos30D>rP$8!4fYNnEw-m9?(b%&YBhD0cfa7`0F(CWy<$%)3f~U0k8*eg7rwYym(J
zCeCsd3Wm%!5OSv8++`t)eXv6uhW|5CZzQAq4VzY1gaPH!*efHf2*pzH*_nKM8E(lF
ztJG7;OE)zs0nR*QL|-MYZxYli*Q*l1uP5o?M<`vk<m%*&a(8BEN%@3b{(MzOT`+2H
zNCZgtC#2vLuswk_A+&ABlU;hbvXAGwAo`-a^f4;B>`*)7I4S;ny{umF1?%bLJ$Jgc
z7Ow5wWvkSs8A@OxgY?MIPV9SvMX;dQTdQ2wx8C-C$aybOFJkni%DIiLka|Acv7+^d
zznHzZ7#37~3A9qC2_AaG%4KY&c^k6zEuEAUy08SVzw*Jqb`Pgl_(7gGA?+{#Szxt^
zK;M+J)|9WVs++&4xn7iJVF4*6v<M@<++3y6=aklGO=)<H8ZCr=kyi8GRU7miN)ss&
z=94l(ZBPWo6K5A0iUm1XcN=;DXBfjVKqp|9E-G57ik<NVLW;Nj<bBgoNCrIW{&UZV
z;j^o8!2P)Pkepn^YkmJz3OxmPnR^PE^k=@)@5Kg2pF5b&S|X^ooSZE$5!!id&1tT9
zvM#FGkhaF*2$4OLFs;fHX4aN*{E!L#K-x-z%xm^qu_RU;PbAg<G4=-Up4IY|?f5pb
z$Bx1?Bmu>jk_~)Dl{zoLEAzvQ_Gb+-xu#r3tb=9ab1P@7b4}}=f;TNlfx(P{MJW^8
zbt+bNw9gN|Jc$&2wR8^d)Z%s*s1x<%zLK69clp#zr~Iko-eq)s^x@lReCbEkqCIxI
z(EF1)vk9)8agAi7bh4Q~XM)9eshIZ9r(6Ne^_ZiZK{Zr^CXC{bBiG-O?WIf+PiAPx
z?bM-UgU_aOJ~VfooYTG-9u2vvfZD!l+sgJ<N{v+=!Rc|c6A81qOBY8X>dz>xXKB7~
z%@p^#r1Q3CeoVK5l+r$S)j}xOE9jO{*R^CHfGkIGlq!2VvqQ!YEA7~8;%}Av!tW7k
zWi)~^sAbLPad0r`u^>;P#HNLG;$eWzbEL+lzzH$i7vpyu_;K%j4>~AZVi`u{X!Hb@
z`2bI0R)ww-g_AXNjcHR@{9xn<NrV}=4#lm62M-Li7HXFZII$$IOKhv5^0Ki+vn9Z5
z%nxhK;8SMs9`IpcI}3cBMXwIMR=<||$b@Q6eb9v|bIs@348hYX5nspe<5O1OPQX-S
zOv*no9I=ws^PCbb3x}-N!1!RWvd!T$Ak|FAX}Lv2E<k=O5xW6dL4J+%OWh(%9&<yI
zTnwQw>@$nqmrD0zhWm0DTcdslkE$9bC`IIJq<CeU)>fT1Fm38hDyezQaGX<__23S4
zb_JWf?kv{K$@^A@6Hx?0lfNQwgd7IRwBDr@gmSf4enAMFSJwH6ez!h)?n9yHuMtV|
zhV?~b&A~TZ8iN(PNOx>SkCbt>qm<<rvnI(ytlLortBxK(A4ND@vds?&Dr@A^T_U(5
ziuN5Z*EOotVD#)<ZBa!pR~an{<vO-=;OQ`ogr&e+HV<3Nt&gVnBpe4`+j%9ghRU|W
z>Z658KNB-1phfk$pZ2-0+-|LX#ufj<PU6z7RJ;i}hoKLi96q)AiF7K~2q+q(5O@wx
zf#-;bCxr86brpQiul*!FOF)7<rfyo05(E+nFQ?Y)pknq!_?mGTM`h3I+S9*-C84oS
zt9;PmH=xgq7Ft%jrDbFV$7mkDXV;@^YOqhgrMD-$p6WgbjhIP75-TFI$v8?hVP|(1
zLp;o$$D9kT(iQ-ac<<9>9^N9mQGg>sm)7S?NX}+G^HnBlgL-j$j?(&Ls+UROyI>x*
zz<wv)N_&Qh$2CQUd-<~nmG}U7m`x(#5rcAJq~&rc#yZu{<m%>}z1`(I-nq;AsAxkv
zWsE}iMX9Z~jjgxn%<DGb3!8)}Vc7%u73WD87SBUeA$VD79L#K~nz<dLQSdQjO}l)~
z#bE(6oOSCT|0rKvn>>SvqphhNi98n9j~ag5vLkf1_;a<CKN8u(dim<x&m<KK#8B+{
z{5R&t6D=^YE{_TQ`On~pfPsmw*y|J9IY&rwcJl&~2WPe!Ppb;O*z#)+)sd)6MozZ2
zBy+5_+rb+d1ZpUc(XJ9*!agetA`ZR7(?5bszQ&F&Gm_~O_=;S=NGr`}$S?bLCEou9
zfiKTXa@#&)nnp8x4LpCG_jGG*9U1SeDLW4rkm53=kE1(Y;L_Zt8#^p`slD-LHEO)G
zpu|9nx9KY+?%<kbKGRt*zpXNk+2+VdxAsY6tVFdRSw`7;1XGOmJhkNv-1G=nM1L}}
z5=&Fp^Le<7W*cUzm!H1g<`&oEz1J5iAB%!Xplf3Uz{}gK9n+3kLgvd&*%%wQ+YOfN
zYzZX2ZuuWI--fo0`8CP$Y(76W49gN@pmQ@(p5?EGe=VjJg`pnlxNi|o#PleQkR(N)
zn9wwvFEh2UABGADP$)=S6!%3?+s}3k5oW+NnXi!4G_pb|xpfY;8Ow+P%0&vI>(#Sp
zp%=A=UJrqSfkbK&SQS>wyMwY&(%OQsWcsiVm>EwT3ZA_HSSTzaiCCs$+>PIhX6P*q
zgw?rlBd19Cp;Th7%UY|^)cRZcN#y2Sz~80{&Y+?TsIYF5yZZ{4bx>!OEt<Va<?(v3
z<#k>~_lF`}5ej>I`ncAp6+RODM$L&8kqGDQsyD;3@%v~3o=~gEc=KT%6hB;9tv0~J
zI=~!8&<UEB3qFq@HwkO7xVfWg8OFF=*uqg2B>v*|x!X?6$$19&ir;eau#>(eWtKC$
z&c7)91s|9FV#H8NN-X|t=&6W#8NAd`4y+*Mw~FYk1nqJ9*QX0^4@^LQOEGBaa?~mZ
zQ#WfdSRl-kt*daU{7^^dEI2;+*S?Y;)7s)gK9R~udB}uMs_4znard;KO|DurML>{=
zK=B+VuumCV(F8L0DW9Ty<Hjq@#9&LN%bm7#QZHECoWHLQCqq|}^V8lY(qY2NLC#NM
z&<NToyypkgY(<K1smC5Vz-3~UWx=-w(=jB7FI)xtTp_|S#o>PC7Z1&A4b#U@q^V~h
zRj)S~r$^`MpA5vPg=f;^Im`#C;|8Or-GT~UkvS=}Ji8#78+TVkEh`j1pG}wFe@W<>
z#z>RmkV)&<S5g-A!Pee5t#n(HdzvfAVs!||!yF?KYGx|u(LwRWxV!Q`KmZ+oSMbmS
zMTKN!eeEfAI#CVi3$|O~ma@r~M#aG+5j&8nZlF}aikxQD=qJ1?5|xVC^niIt7(lYn
z6@&;Z4kZP2vA4Zymj+=$)mL|ctX}Uu6sUOP)H3hTu+fqAEnn|c_ahn)Q<ctG)V)}+
z19*QdL)BZHwgoclji&I6+Hc($Ob^kN5r>V*@wCOAXKcud2uqbhzp!0JuypelnSO%(
z0Wx%ts8LZ{3{)%|;tmb+Yq)&yq^^uu0Wtx&gH!h3WN5@mXQr!S7p8R;{rfEi=-O+Q
zE$-yJm7cD=ZhWM*(%;cLR#EIt3`b>m`q=7NhOuBq3G=nCpJ(CJS$8dW5lz8s>MwLS
zA3DC863;g|I@UQ<Ls9vt8DwZ}3l-}l3u{H;)6Z{y_;g(j(r(Pm(eXLlx3f!};ZTB{
zP#lOPmQ+PeRDTLjKggve#{l6)%zQVp-sqOg*)w!+m=SnpSBukZ@oe0qKbgVjrP^zX
zmbPCZnA{++!-xjeCB@JzEe+V?JoBQpClt<4>TbS5@Puu*$5i7X0Mzew$jC{~E(n-&
zetn?8<=u^O&U%H}mCD^$FaSke)<OlNWNK`$<%lMV{MwPArQsRzOKNyCp<|O=TX;z1
z+N>m`GgR;7#AB%_R*j{4y8@85o+nk3)Bz5VWmb23>eZWpjoiA@Z5@?sQTtl47ETzo
zmlpe>#G<^>8hOP@#}{li0w~*q*5rZ8GCo#Hv0)068`GTR@)Hk_&D^8qC`-k2LuFHn
zchYCARfl6D3mKoySRdS(EvMt&vUOVu9Jn9sM%O!NHyMZ3DwMw-Rw!5THT9@5Y5@_K
z7658g3cm?UU*+EsOprdtZz04KnxiW)4Cc5&7$R<^FZw#^NQ&}|5BF2kPWP)UNeW_h
zCONo199$0VtLIgiCV_!Ga;`>`#Gtsd5+lbg5PmCVeHNI|nB--<L*_Ag+}D;@Htk5#
z*)K!qK^l&{`7tlBKkSg{+aJqaGQY*r{4!Po+fq}w=A1RQF1yc@Tms@A3F>#2#_T7|
za!Ymy!iFFGK$jV`InY^6;v3k{_!y~4%AsLe_pTgC8@?3ufL%j!uKLo5m3qi5#e3}q
z4ZYB!c!cAQNWE(ER<h)Py|Gfl^_y!=4snufH7Gp`0duz2(`Q<pHJ2Z77=ZS~2UAvf
zRVPMC*72=~<lK6NpfAoSANG*RSmgmhq+gXDqIXT$F|=vq)7Z)SPzx3juP``2(rRK^
zePad;eTGMxjTUj4p(+?_pOB{Di{*$&Mqqb#rG`iFgisCr#Fn99euQOGB7R`hhWDw3
z<+~K^%4hLHRCJ3P@`~u@<!}UJ2gYsCjVWY7uvxIK!UoSNS=<f%&92Cl@H#$UX!Nj9
z)=`(z>?mz%^&w$!f2UrO*^HW%QMv9@!nlN3Mn#d&cx2n~gIr}j4<a))#&Fko3_kX7
zb5m!MQ}-f+U!nHDz)Ipg6JFCYJyxpD)L3CmF=ahrh|8)za-$RT5lmV?dcdtHVo{om
zlTnE-3T21x#RF2GH}Fvpq2jwqx4YNw$$8excUb4^4~LSqrO)pP_`mR>9c2=XlJ;t!
zdUfgl$hPP}G(gG_uIWVztjR)nM_L?0{Cce#(G{#;&D%qmLL>&ixBM_cPTxZCksn_i
z<fUOKI#5wdN>7<*56|Vl9O@u^(_6D@oW5Za%y*b}2D(A(=u=ywtb1dzNdDH_w4{zO
zUSB}P*XlATBZk(|TL6n}Js%$IOqxHo_ym2vQ7U^~@%G_<iZWEz+9mnhv)kVHatEC}
z%z{RzpEIYaHUSy8YA<hhHRa6G$1C^tfmY_^V+BkhO%`L@<EE0&rK2K?LQ|ieSCh~!
z=8C+2_S6qXeR3-2_~0YeHo8~Xv~90#_<8)PNCZ97bkDT^JwhoW!@`#5Jvmu?>7rk_
zqX-iHQK|&o=f&PeIYRL-c;9gMP?Y(C4tzhbm<jLz)Hy)oKr2n6kHUP1!>Wq7PVJN2
z{jTDNhMLqT#@+yjs)X)Z0)<rJC&?}A4ZTsbE-wZ&t%HNv%5-Uk#--l@7RJ1)%SoEQ
zVV$=nN1U!1*xz^`^lB#aFT1<;!Hm6YyY@6b0VZ3fcD{r1Fip9TGQcmLC9AR#$a*s;
z*YFu$SnGJh#B*Qaop}L#WKZ&uc7{@xecy-UJz2A>2~$s%(4sN2@ZbkEbX<dpU1M)0
z8M_bgX+23(Ir=rp?5XF32Q-v=G9hF`%l!u<gu}as4mrkqgDoIiSTsKhpE!!>rl8>}
z7It0=->>vb_TjO%B=6ZH@3ebxstKZQUTX0^m-jls1U@2UI*xumKpB*qm3a1iaDAz(
z2+03+^a{^z&`D(uUhQ^r{KMXvu|2@SVXL@nC!5KaU+D<{5dQc<*$J+Dd)I2w+IQ6_
zd)x~}@Ga?%5%Y)yWcZF_dUwmQ``S06uY<bfd}L`*Wt_L#$u^Kr#~oa9J+wwmOfQsx
zq6qP?7Ev@&sdBru8ZgCpUSq;l`o1uYdyAf7?H?_UveBuvViI;3>D3eE-X9ayg6#L@
zdZQIZ5r?2i4%WWa-6E9_&5{c}5T^bJicYh<3KX5Bk!I#V=7h-zBH-D~bS^X#iy&v9
ze94WZ{pPNyly)y>ijqB(crRw-Cfp!1H2^pFo&BC55A4F-W`Sc7lqR)q&W&3ENJ4M%
zy=!7bdr=Fh<DSPIY^(|JVJjEW2})c>uL(#GiDo=#+qUcyemDQsrOs=7eu<r22NsF^
zO<S+wih<LuVCC?E<ELwv_e~s;ivDcIMe&F!{0F19G;waa!L=aIOiMsv&=)8c<$FpS
zfeo~ZVRnGyYvhGTfG9;m8ntv}wAa`e@v2@u7K<{Bx#zl7M}<5J{Lk4(J<OOsn=UJa
z%G$kq@0b<R=J+8M4_-cWV58=V!*U?OqNM;sL3i%%Oj&0RJ6V?XsjAkH-2L@aGZOqD
zGeZbz?AK(vvuZ^xUfT-A00s9mwZCB3mw)a}e&!oG-R_H~w2nk3mMz|6VIz?0I)(L0
z^4pvnMp3ZSw~=lcMX#7NPMOLNc7fP*vF^leqmGKzJl+7q?2+Y@=MD`zZNcVl$vv1P
za}{2I((Ia&$S+rO?wSRNaVd{eXycUn5+yJY>-><#{n3gx9^;=?pmAHWCWjr5%;)Hb
zFW?9A(H-QFKK7fEfG@T8)8vj`y@@1VEWG^k=nYMt-KkVfrm}WAdT=xMMs8_Wot4NW
z@>6$%$~TuIyYHh?*sb<f(=4-8<T#z^-T9<Q+))xo>f~j#*TPpRsJ9d{ja_sX?=rNL
z3A(aVZV*bh-G}NVS61XDSIKvBb7-O4!qjqcg~*iE?I)(qP4@ejK~P;oZJ$8uOnQen
zpGs<?`(P1YBNEy0-l^Cu8Ft$(pwJVd%9_Jrj3afi!n$>-@ZsGZV=z2oMKv@;^_^vx
zZX~I&G#}y>@bu2#drZTYOo0+d%?tQ6CqO%yxwa#OwK1;ClV`c_M%CTg%p*ZWsQe{z
zO6kpzWRKF`9#tG0&qJVWcoSzP(!DSn>eGYMSL{5(nxZj`I1&w7=ErukfUvw?+MdU(
zMwG8NTf9K<0ZsG*DurTWFk^&h0^j`PO~1wkKyit_^Ac~N<ZVRyBJ+Zf>07tJtufsa
zSsM%9)_e5xu+n|wy<Rf`KWZ3PVz&G^3afogKH}%TJVdpiA-zwrl&ItGPx|LFi;HJ=
z1t)6_d$(h1fcG5S5(LK2v9t5w`6j9G0`Vh-%3-i?5T+}!gb8=n%kb`YuAf4U6S{Zp
z<$p3Fo}_v?#vV#YgSrvg3qEv_w!XCc3b*LV_BiFBrgZz{?%~4tEd$Mmm+%M1`#k1`
zczk7=-X>&E)_KA;lE)dg=y{D3va=rnzPQI1PzadIkQav_HDcLj=hPQ2BFX5nX<wzL
zY~`A3vVQFh0o1}HQ3w$rLff-J(X{PrMSXdzQFAJS&F<LjNQ#sky*fuMceXZu#*au*
zAh^09Eu#|kG;1vap8GQCj^U{NO7pZ09f==WV%hfE_Iw%E@7n3(e`D`0fa6%YG*K}#
zGg@ddGc&ctXn`%3Ww9(~W@ct)w3wO6lEuu-xPAYb+3VT4-q?-D@!Zj&ZbfxvWgX5u
zU!60RcfCVVk~&Ym1=|2NsEWVSH&E<L)UB7Y4f8>#M(jxXPCALnK8-1`YAZgsey0<b
zG}j9CoQvb*OUXh*>gYE9@DNR)5%hTN8<zR#&`)oSj{Zj8uYhyeJ}?+&5Mw>0<#*CD
z8k@U7A1EC;JBuEfnY?W4N_u(b!4OMAXK5-gpPbhC`Tn|hP}MPIvmLqJ8LJI^T;LHD
zwettH2_)jjDUkG8UZgAwzZ`qS#30dnFm>SS>W+0%LNglsU6}qVjVPZ=`CT#x{8&5R
z0VBe&x5kvx>y!Nn5?E*`0vcP7KPS9Fe|QzYU*&!36$7UjZGS@sNRp3HN5-Vm&T*{z
zZqwR|{Oz1PpmLy3<-L2A;^xbg7P5<^19QkAMiiVr&!8$u?8P-wX?Fr88#f&0jJpnN
z{HP4s)Az^+E;D-g>ss1@WR5H=Wv_CYuY(v^?8@adB%@eN+-vh!x>hY`WkFJp%h)ca
z1v{#9+-A}!Ee%AhW5}`YP|ng_(_u`>0&<ilDX>Y)N;RSTOx%VMnPy`bwGv6TmWe#h
zdMK-*bK`HPFggc3+5mt|{`<vVig=OFHWJm!2;i=j<dJSE#w=rvleT_gEUfsXw%(=O
zpyMoJQ~Uj(v!pi1tmAg4%szExxD0NHZ%3>EuCr2KQ{DE_Z7<aB0YqEjF|JIPW@nV0
zfauka`D4gmVVNMcYa5h5l?<(yq>M!i%p7_>QCfRt5(Fjee$bNM(}pa6d5^Ejz;^Q*
zzUH!R3TBIm<q=Yi8wmoI_hGMmfQmtS=B6@a+C@WOa(>C3l8SU53S;u!V33snGK2d?
zWj+K17kRLOvF%Dq4BcK@``t!W=guAbc*jAZdt@U$!T!&AF(P~Dp`Vp!bwqTCUDi*O
zu|Kniw~xu(NZtwEj%>ddZMbPo-dP*<)1*91&&mg`)5m6;KHZ(&epHz^^_QW-j`Ln8
zk2e5rAVvdNRlO;&8hCp>UL`>ft9Q<wjui8f<V*%Jp2A9DAS)m=SmPRe(E}m-RA<iD
zg32hA=B8o}vK1OrJU2v8Oc&~5MJhqs=Uud__)vLi)(bbf)j4OVRZCH!y)qqPIV<2k
zL|=9#4WENI5IKNG(ReNCL3|L!C<d8viLr?WBb^q@pK&3fF*NH=>&1zyx!o5~qVrw%
zq2j%*87`0n7l}8H3e>Cg$b`8#nt|EeVe?7m%ADVtspmDo%jBlBu32Vy(4{(ocOJQb
zhyjs1YbVPrr@CyADEHN`6{4ewg}?7IZ2n+h5I+Q_5~D=Um?UQq5pLW6;W8v{(USj6
z{&9l0!zczl=oYoT{>BvXfjC<Hy|tN4(GZk-6RX?@7mdSrm6LRmQ?vTvvE+Gu{0MHf
zH+*xqm8GucD)$p90ZO~IG;DoAhZ2Tk^5WS{TNAanf^GNrhXs;>R8xM*N2wX3jTsnU
zQb<w{mV`$O=|R8_)d+~`E-+;dl0>%XDWXX>^{H3W@(nV4FpE_`;_qQTHF_R_Dllh%
z)+q;x$y#5Y@7XhDq&7|>tN)O4PkiBr_I2A&|KV7`8$JMCw-o1@0a5CH?(J#gbKjIR
z<mx=D+3mVRw8^`7Q#Z4O*Sexa>Y(uzfm+B78Bwu2zC*R&;=;cc4A?;7+D5ogURJ)U
zOBvY0XR8XaMX<DHfDreZ6ux|b$$Br|r&_0eY{}0id^^|F9{ct+fWuosQPE!MfI3`-
z>uQ&2rYdiHb`a;-Guk)fhXMu54dsl|%6RpaJ$6^5y8@mm!IG<3C`>en8P{dYU?>1i
zxoY>WPGXa8Tl(F_xXrcJG2DakQMLd19BL}qEVkQs$AOm~(D5d4=F_pQ90FVssiW$&
zSe+MUZ2)9d5{yiO-7%ma-`KvGu)%=rUDkANs1iLBTCgvU1EfC`G<ws)NG)g|OSjlh
za=qz0CuYipm)2$`0Pe(7ll+XcUAM3l!Is_fuAOQBTq`Py;i<cX7I&1b!jU&$42e?I
z#JqqJs1B({v}fK8gh`mZgA`&^k0CQy2X_oMxg5uu@{A$6Lo7T^MC{jF6ri)Btn`TG
z98r~PYRIq;e3oRa54I<6&37m&RW2gzq1hiFBuJ}!N4D6mJmRw4q6IjVt==ae<~YRI
z{Ry^#_*47@l~<BCZNRaIHYKV%%q8)vJQ1T{m}N$!L>z#m88l1K=TS#wV<U0Dtn3vp
zMloR-TW^IT4^4M5H-_O98CuExCR$Hq#3DV%Kr;%Xj~~di14G9nZZq!ugGz)$UZ}Jt
zUIbGK$|#&Y@(U;@hY2{@*O;JH5X0owy}QP|i9N-owzq0{H>snI4)Dkx@IB0+v`f~n
zE$j5^9mmBPJqG00rzDl&tHMMwcJx%f&dF(NImP+STZK5xxVx}3a-ew9aPT!&J`en$
z1qhaP<$GCcz(fL-`ke7B7p-@uOZeMp4OH~oY{zM?WRZR3AdN^#0fJn6L}DPoGbJ*R
z`=&luzBXgGJaAk;w<aGAxx{_^ExRo|tmuQGWjmMH;-qfXiKa~ORjn>pT0=f>5|)Xr
zet<?Zs+o)Wkpape7~8b_zS4O9azLaHVyg-p``6&1kT`r?$+a++yy-3O)Eu?lU1$k~
z!&I9&!aH;i9!B`Z6x6SiA@=-FU?CA7KQqECg!-z44bu2tjyP#Y5^kMLxf~nq-`wt)
z_{iUZVvws*XtIk>_@+K(6o4jwQSJwYF~5KkHMWa_p_JadfGzDb8c!vUeKHexqZ)jK
zw*^a%t-Wb_xY3I26&A?9puF6WF5QZrM^~`~)rh;roR$6ni>p9ep%$BrX5JD;$;tP{
zICg+BVj{lOb<dU5x~O+-K391A%~S&a@=3b|+2uowWI!?$(R9djP-28yZAvsOasv^2
zhO&|8WKvqBAlGuO+8Uk;));e%S%iV6Y#H5lwlLb9LPDudQjyrout*77xJ<h(Vex_H
zMSUZYsu?4paJ@NPK+2AG?}qV{1<Z4p?KJwhMykK_XY>4?59?+cYmGO9Q*mo`L>my>
zgJ&=Eb|(V8^p+`v=KU&Cm=^K&#{4qiIUn^K;RZp9PbpFxqIfGB&YB#lzz5`<43o@S
z%bs=w6A2@R@EUVVSsmG8*-t+r!(Qxt_92NP%bdT`pILz6de%R($=PaXS`Q9cl1%zi
z`RtW;%!fU5;>qpXV_>TVkP*@Xu7l{#1h;5)R9Oz;FQPV}t@xD>x2$EfNhg2SA=_f?
zC@#q8a@Tz;Dx(e#bqtx#!1z!;3r}9QlTXuuW@@LVm{g1~lZn^5<}xj&l6ELN7Sp@P
zLteOyA|4T%Ba1<ERrV=xPtf+r8?)DR$>P$r@J6hk!Xg8Gn_1GrEdI3hRftBjr5)5C
z>e7@Y%j-*X0-}UUV&!=@JvsLBczXt(sd18<ol~3{06OKOqug=Et)&&K<vC_?(M5zw
zK+dO4U1=I<QO)?x9{u-2o?W#8$cnK;T*1#9hN(ePiacF11k*C08gy(r*VjNB(gy68
zyeByA;*mzYOnWn|W2Ss|J)B0{b6b}IqcCo~Z&~mFv0=)uD>SI+fjnfpW0uE3BkF<7
z93D1_I}$9qykE$Bx{#S#9;mQePE}4-D8QkbiLx*HeUFa;PK@)on_#I=g!^HJg>z%T
z?I;-xW_w$TH%t6(&4o@5`}{zwf)s#n5Z^h3-Ly_4j7D!`Da5(vl_fL(_!x^ZdiohV
zcNv)2hyP-pV%WyP$376{PHst^*{;>MLGv2UUvAQ#`6^bvr(bhEVi=4RyOS@iC||K6
z4L92Lz_eIsKf0wCp?jjHcMCm~sa5Lvd7QXhGJl&coT_H6BW}ta*zb$AXq*>a33e|0
zTnxvGu(LJ8@6e5-`|6oasM_SnnJ4u%bnT_`GoN`i3bn-z;iWjP7M)hGFYXFC<@|I{
zn(Waukh}^j0G}J3+ThLlEwW0OFA<?Ws<pP;S5E3mD{i}jgc&}@@EXE&UkB#05`WB~
z?&4>5!a6wCVXG$d-=V&WLW#vae@ESlU%URcI-E60BIiM>V}-k6odTwufoAs=UT>a6
zB9X{UNFS9X;Kv9WLgR|OTHXQ3n8Y*l0L(fEf51}!EQ_hf(xfu93la0DA&c@rSr*x%
z{1|^jS~IY9axT3+f<ZgR7T!!Dfn|xa_m_^?yitg!@PT{LV1|Q>1@Y|KfSd$8?3|_t
zIA!Aib+kk~jJxB_@7og+>ByOu{0nq%9H;B%+b|bV(749HRp`ierjUgwwRb1CXvrsp
zYg_r;RRUwYgmqm#24JD7yF1BY&}vK=WfgJmLbRcA`Si+0N^+`@emZ2=-r)(O>Vi0x
zz!Y;Eaok=Dku|RS$xHi}l(04XV#v}6h}2Iey&x%-UtQuDjPFd`T^>CXcYoTG^Rt!b
zRcnk$vxu;2o)1}utc0_y=~g}v$jerEcY>0zf}NYn(!J}8hLKyxQ4?yZbd8*B&#O_C
zVuzf>a^|ciXBe9YkF~G^fXk4xdheORK?=iIcY;pFLyhIO>0nF$Ocrbb1d;aRBqH5H
z>ZWD)ddluv51a?tUi$fU&xl-HMvdJ+tj;TU3;J9+jDO)*-wu_I0(e_z{A`ssyZ7ty
zEvF)!aU++50u$;UO_dAqZ1F^8h^;4TH;_tdE#FJoTpLX<5$n@&H>1u|x{WV~%4Was
z)kX_ZxYq}x5KF@NJbYdcu#>77qQ(y1e-aP>8FWFNVJopdEAl=%Q$i((C;PjL@JjI&
zPAaP4)qGFNB`44?pp(J3(-K6=C6xzK;Z=00d_=>euQ3d<*15#x-&2Bf{0<@No1R)u
zWuzMprh+GY6N{Yi1c#f{!(=;P65CAQueqLF_MJZmL=mdR>!PJD<9)G^BIq_fr5H%Q
zQiQ&fCI48<=@v~YixjXzHpVb4`d}U?C>#ktA7?5<%m+ZJ2M45L5GlNbCMdsgK3WXa
zVT~sOC%+8lAPivI{Sy<>suh2$QSZ|G4Z#8?qt8)|ycv0EXXMD!$aO?CASq><7Lp66
zhRPaa;2Vav<BA06O`s;gT6JQUM-MoN9wDmG>T|ZuGPp|3cz&V7cuL~nb19pBY(3pa
zgXEdU1qt*jFtiMZ!*pBr0`6n({nZy*!Ovl(Di{;d%LE+J2{FA|Y-1*DWA5{QpT7y9
z;5rCnAz-)nGox!!D(Ki0lPc4Scb%B#!nK)iL2FGY9vISY009!Usn)@!Vobh#frzZd
z2{?P(yD)TuB1dMtyVjeV8*<9)`RD8L*jG<36f4D9d!ui*hfy!>ubq=IyVZy=loU99
zv6F?dy=ww5o-cJzqn}~n0clP|)lfW0Jt*tT9LZw{pYClRt_utA=}@P=8*`!tq*)2J
zaCmj5QMLg5&7${_#ggU_VrL>5J*4lxzOQKJm`hP(_?Deh)K^+YrxKi^u$186-aVPi
z#C`Va91VMqgwK>Fm*5Tp_AtC{$xocy1*k638Do}y`d}Y~Ixa?`M6+M0^nqEmpujjD
zb>hg0W?#>PLp^EO&h|1|=H0QfTSSeFVkt~P2~!b~)f@~cYP9=|S5rDLQ=o`5gT_dn
zGXCrxP55lmYj{yYr^>NYEeKt&PwaeTmM<xln?nG9?<mK*6B!-QExMDO;&0#={aC!?
zx0d|X<*`i*5X1hnx)mCI$+q?;NbC3qSWoatS=NyEqL*QBcO3$^rHFxsA&Q1pxVZpR
zZsv!Y`W=;7s#n$+JFcP``^i<e@rjLyCkea{rdSq|M_mNd!^Ao<<N_om!!hh5C!cs{
zl?1ZYJjT<j1)W}`w@+TZ=k1u9Rilb}0MeeD7p$?~AQE?wNOePocLp&6nB(Ax_O;h}
zuRZsCFk1>w957iHDx1bfU0CrkcQBuD<dtbkRNZN?dPO;UF8>lRWnx>Hu<tpzPXXat
z!O%0tN5Xt_2Ffk5Fs&3w7*LA1+4L`#lZ1CCA_lh96fyxT;X2x<(Xa(`Fz{NDZ;R0Y
zjzv-yyb6jyz5<BVpDyO_ctp(*C)=EL`~>qi%Tsn501Kx&sVdXggxUZmZkE2%rpLIm
z#IPPUlB)cNeF$h%wk=6mF)jE0R|`ZKPkSEY6C8H<@XXW+<-0DP3@MieiFYmNo}!NH
z{lq2I2XsPB?$FXKOTK*c17FN7u<EJ^zE{N=acaumU%V^dlPSl2MSUXI3q{z*Tp7b_
z4t7g<b=8hU_ottB$<TCTX*OXxk*NB_spB`qEh$ggbDIREjgBN7<sK~nHaPwejT+UP
zS}rNSLsx$0$21&1A8nCeA_WWS5?Dd8ItFhy8#jdWHG5huIB0;RpgNQOe5PPlpCw%Q
zloV*IG;^nqlL8V3%}9}9WmnZMBe9k@I_Tx9uyG9*pON%dt_LAz(CFm#dj<Dc?TI-S
z6=@16&gbz~cnM^^;tDYb3P2FCx8YrgfT?WgDRIGE%<~HslkIo;De+SDxHiyYX$Heg
zfs6axf{3mUhXQ^bR!67{qZpp+qm9l#oanb~-6gg8hG8fopxy~LdFL!i>dV>M$k|fV
zSrMG}e9%ILJ$CWiAhX~OBh7{${pnsdY(3x(zI2>qC7Hz99oUe8wptf30ZlJdlT_na
zL*@tYI-5f*)mPef=$u_z<|*G35~wE-8P-asBV#9%xXN^TJ|bS8b|C{Zs3{*Y<O0E>
za~$|Niyfjs3H_Z{t{+!A%|}1<>Dr0Wl=sb*)T<)0E+d4BgLZ<}ntGr+-5>&$v<Bt#
z9B+GZ3(Dok^1UK>2^Bw|X&W|p(X%Y3FW)N-<v#Foh3ySk3&z9@f9e&%x=w$^_E_G|
zOO}KUk{T@OwBE2FbZxyU%3W7;8-zS4_2;@>R?S!%MvxS1g$o#NwrjUK3O0s9*+Ybr
z^I=nF8ULAwp9htxXNQ@0yj&Ud1>?MyaH@wn@I1|WTKM?=0SBD)_CivN?E5>p-9nD&
zdC{Xhk`-u0_AHh?l9<BY<mfu4Wn(|^UOubG1K$i5rHX<ZAur07Ga6_m<s6i8au}Tp
zZ|STgdBMTYNCAA{Z`bgm(Um2#^CnsoUE9wLpy3>qd0BLQerdTrdtHWo_%2Q^vnvf5
z7OS4qy!r1>i?Jbt=#{Cv69y}v%=kk>rxhN;F?0mUkzi)Fq7Ky-;1Z4{L%(>Nm4Jg=
zPT77CUKA0=4HMJGC{|LfQp6lNkX}_=a#2ZsI^N=oDRuct*dre)7lfZsWmiW;D_lSN
zj)nDBN{ry@VQ8N9!uh0$I?X=QuZJQRvs?=ieHj#f@tMJjA0{e{YK0qEw*In#Ye3c8
zP06XJanXwjf|Z#&g}9*pXs7_=3Bve+vfPqitt-=*Ec?k!sPmmyk~7d3c8ju(0oG7!
z3PfEIze0eb+s?<3R2SZy3)d7`#28t?KSUxBoAP^aX63k>WE<RD4F1Fp4A(5wMB>-D
zSdJ2Q#t1Fyd(UI4-Myy?kBW}!EpBhtGSprao@8#In+yyqs4S@?Tf(cekJ9H^pM1!3
zmQ<8?$xG@tp2r9aS(29Td~(S?*nGXvIx;X&(%LAbR#DahJVq=K=buof{-`j=xR0~o
zo3NfCN0(!5cFgd!;`Ox4-Mg~K3zljg>yPd);i%^}&OExgMgA%rIfx?-ntEMgo4&^5
zG&pG2_F7@Q!d9@Sh^g50)}}R~BA7gUmUG2P><!Xf2!;}jitFV_V4U=Qs3?^aImMe<
zE>)g@u5;*s>^dr)E33nl-yZD}2uBptS{aZ4KY8E|<PDGnV;gfT6(cooF==ufAZM*F
zcNF@HGd%>&$<MNJQR9LLAtusS6QquVznD4L((j3Z*@WZUstRM~R&e7tGy`1?PG2o6
zoD>HB=^MQpXSnZBXEYt>UHP7Ig(p5|{7H*eq?Yn0?hMjH;5G<eAliF;8^#>Gf_#KZ
z?H@Z)->`}j;6(Jr<c}^k?XC&SzRqy#I=iJK22r`0-VL=x0-#pH#I9F79al@OXdge8
zOTsO=8(Z;5gf266_5l=4dQD)qNlr?mI%JQEU-eiqce3B5?UewbU<FSfKAQF}ZBfjx
zh#HH8<UGQd$@7R{g6x(L_@`|OVQ`fP!i<z{<nY7%Y?c(M>~Zh$du{=PPbXj_{EH4V
z5OE3eBDB1qq$dD06YMG)c;{dk7-X`jbM&V?lz!ux%idE`yQhy@k@A^%6O!7I<y+^5
zH5fr3E#^Tt=#;eWK<)!VdF5{HwI_TR-=qskPYlbHTv{1XlK+*!q$aD^Pb{W-_=#dj
zS+xXr8^hufgQ}@K<#a@2nQc`v!SsgHY~^F-3|@n>hdX7%R&&jwS11;hrDoyA+j|RM
zPK8n}S_4ciCsO+8+6dKO_DU@l__<SjV!b^B+Cg_^N3!PVbfQ*Y`Zs@Y>x042ytMHi
zIVsH4g^2~Yash$^>aZz(YupQiVFBVL-Z})$^_YzU`wkAivAWh>skK>aJ^r~5k6>ix
z)l?P&)r}9s!J%D~?Vnz?TH7)^waGUCt_)wP&Y1>IR}>xVpolJ6{T=-oDpyN}M0|_A
zC~X>0Qab&0thmYD1JhftX&RZh+13F%-&r($mPa@8_S)`;Z1<<m?>4E#K~zPS2ogNf
z=4bH4I7H26Ma7rY?<aB8ML*AZSC@#2W`7yiG9TFH?SYt)Yv>gj`8m!;QZjxY2Ls8Q
z&(dBjz%G?l7xt|_W4~Vo*`TC`2z&2r`_uL)!Ln>(SSgJLdq#&qQD#~gmr7QRc(mMX
z0{%86hCb=iN$q*&C0YaVIH!CVI>ofgVj(xvyL*WSlHipbI5okc5r@$e9b(MHLN$v1
zJn+m)K}XOi{BAzC^#)aYC!_<W<qmGX;cdq>KNM;pbcJ+v5ytQ;goFATi38k8RKSP-
z9J_|Fh46BlAHH<v_{;3cG;fuPC|^UWgzfzXD@)dZ-JWyN&AIb50_=?QUg!k591?Ql
z&9dB!)w;2BPEgSc@(-8UtZbY)4+u+hS94mUd>*MZ8PWw8#0LisR?WFJT*@Tl8VW3}
zj9OfW97QvJM@4s{<k-v|2i#W`>&;avZRABhb5A1dpC~h5A9Z)tg?r#ro-VGg%1z8|
z$#?Lji*a_zl=KdIa;^!xRc~?~4E?MQc%{)*{hGP$(Js7bMizbQ5%l&3$LjKW!aewz
zS{GetyQQhW*7X3rE$&@JB-g{{%?tq0Y)obpuREF9A*1CbM9%0XPVUwCR5ia}fxQ?C
zUW9W_extEcfx3O-FB01y{(Z1^ON*h~aBy}owcO+pt8xiW6lz1(B}5i(a!zO~Rc`mB
zA!AL*vl$(%n>u!WFmm1{=Y+nr6`p$9IW5&kLXMz9?gP8wn9ax{{?!=*(0DGQ!7E$T
zK5a*pUAq9W^@#lGB9-Y=61A)i`oY`-d@Q6(pD?#gx;U`QP|uHS6!VJJ!X;XU1Ov~{
zI<Ej-@z!v+J>^tVv=0kp6!MrqbYXg7z-rG-_eHSo-SR^oF~bR3%R{CmddR)L47WVt
z8u+BnK%<#Jh+^B&jBkIVGF2Cxc@4^lCJLwLSJ|Wg$uQ&bxz+RHxNnh!&LHIK;vLmn
zYtJXhq9bWGtc%H>y4z0{eKF;c^q1_BU~wLb=l%rgXYT<l_()g6=3izLH&45>jwTv2
ze1{am8d4oVJ&ocE?2K4kz^SUZj(6P9V!Tw2kJqN^+^>~MKEynGS@FwwVc?io?M$u#
zrU|Wod{AyzLc1v~vsV2!DS?T-gg^VbJE%M}+X9r6)zet)a4A0v?d`Hv;vsJ}<Xon(
zQ8d@88$Vjx?6Nq)RMypugoiAB%z}d4mHRiRlk<AWr|Nld2{0o9F!uPU&v|AM#*+6a
z0q^Ps^$pLtWdX$3hD4V;gS1@|#;~$sPjK3I$tUM?@{x!AQ<UF1_II*kkcyJ~!+96O
zkk2EVqz6nSl!o%TVkxDhs#O@F#Q9*?i-7xXhj`Qw66GJ(5pRRyV!KN28_z)2U}^c0
zmbgB{|Mc&4oM7Mwt7Zx(Mk>VO(xKeb08{m#C7!D8%+z;aYMy_`6S315$l8q@8{N$2
z$ec`IMISe8$uB4_>bxxNCybBqkgbKBvnz>{pBO#N<45SNtSmzZZ6+RAG%Ry5%~m>F
zc?it!FpU{Hs4R}!q%X?&!9yl#O}=V1Ga|hnu8DthhHuz=X7GEc*H1+<Mz>WML7;Vh
zrPeU%13rC4AUejw?_!QbwZZhJK)a;G9A>kFP#R=FUXB(M)QW12!y=9b;K|~d0<OS2
zrJoA&zaxxDql08eql>U}Bs_qJBk5^=RT>?NA}_OEQx-@vo@@ig<$Ez^FkbX=%es8k
zl`G=VIZjHjJFHJ?)!;>o-;4<fElmZ!>zdfohN`=LB|Z*C=Hx>6%<9e5A2(r0CI(wW
zZV*al)Lob5Z&()+X^_<dGz`86Oena4^9qVv_8M?l(x34?XdHn`B_RN`JF&WHbfM<J
zOq?8;9x`7KGMRYf9D8Fb<9;?|yzlY=|5oB)uGTgEtWuhn3%!b$ms|1#isz;u>Wm}t
zvA(krqjFd&n+=h5OBaIPD7C<A50%;iF-A#~mw|6MEw0L+HX{02_o6^|kpd5=&%)ik
z>?Thi8FJ93`W0r;>Z>IXuzmHRR<Gnn3^w+wqLVMVGL!WC$omohjU|+tR_mCmb*M{~
z$LVh|lo&E8=OLPHG=~F7+a^AFxy|~E^K?MG_BW?b%G%&-Bo@2)3~okD44P<!rw_#T
z+v7=YyG*rZ)gMs%e@rBDkW1(9;{c!6(b6gELmUTbWdJ@M5pOX=dF&&Tx1gU43G?hw
z3hVJSUKZW1!EV@oqhX7}xav`GL*UQ&4JYPN{yyor)$coxLh><Q8^1`BC4c7L2C~IQ
z7Bo^LkB8s9=ydL3vCgL$WtaD|FPE%m7!dRW;tnN0$W4ps2AUTFVA%!?@imL0aFYd7
zXjb<{dzB-V1<bk>72qvRPWH3`-;ve#fHaAs6tM1R#H`hiw}hM5M8$(k2&|K(YbD!_
z$4-Deig=3l*(wi&lrhB)7tPD?5vg*^65lt7-{=OeoA8tMQ{=}QL%>gX(F`GY%*e`x
z84o38xqI@-;ioOJ`!yv75f%mcr18OA11i<3M=4~#*k3(QB)5Koppf-Z(uxdW640xv
zW(7sAud1VpwHJkT=z32m7~ws|b^+x`gvY3u(FH|uRSw2@t_qFk<$g<ecN0A;6&xMK
zPPpo^IFC+Q%biTeemRYu$+XD$#ghLo4BrInIdr3!Z86fLwA6w0&PP(ewkbr(f@iQ?
zI9gNElNTJpDoD;Cz=TtSvXx93p|@3QNx=@+z!gl21k(+Nf&^RyATmtK9Z={<W#ePS
z!5@K#-!O9Ig?FYK7>o3ih9RDaikybVE%I=~LIfMxL<wY^m`8f<K@@N)+gGnY$1=9z
zD28b|bqlQ>*`B+d>vyaIrMcDI6^;bcL{2`7pmyzdy0}y#mD$OfWJ~2fFe)_A2q$pI
z5(CDU7amoIz2ykqWKeGL?RX@pklG;0Y<o!_Fvi@$Ga4Rbjgi4RZQzrPb@>h&Gl?Ah
z`RwZ9qEOENBXqqOX}p&YLSlEteE{pJucGUwfe&V!aS8~&8IOmLf7rtpFz)q<_MU<#
z${&fv7z?PEhUt==02lo-8fU?*P=DC*x@0>-N;}?-E9JraT|(&Cw&uOQ!a(Yu(y^2G
z%eui-dK{878*Q%%Fj<nS5g6+MIsMMt1Bi>2t>liT=gIR|_gJ+zlQ~gp6w|S@bZcSM
zd8tIjV@mc!drDy61agrRwjD?;BZTL)+&@qToGA6t^P|$J_W1krFBGQ)3HjY!%#%Oq
z?8MM+MXoZBEv0u6U|((K8Y3>ev=AjLtxQ%;+I}BUv1e~qNFq_4wWVEn2V58N9|#=O
z#tWxIzLzszEZissC0qZg=tb$eC_Ou*fVLe`SfGhn4@enQbl<|EdOzj1)iIPHrebNp
zv{~xDvKLH%YiqE*H0ES<=}yRziLeCI;&izrz0TT)Gb}%9<o78wG?s6)#bC(~>K&wb
z*p;P_WL3C56#nxLDnE|FjCHgzC}-@?>pgG7d2t<a<D_d0JR1FZDcXFHb$+p-6#r_w
z&Yj&UH)WFUJtp6)zP({XyIux)7-dSUBW|Hr>5k2Qy71xX??nOnQXU>%t19o4DfEyt
zguZ_5nzhiL6#ZIvla+SV8f>Vl4X^->jlWWak5sOM6!Dy086zjw{4nBJ*D|gATF2bo
z*OPm5P6b(djwtnrM`gF$TIul29Fyp*Q%8ds4WD6(@{q1G!%RTf24^#^>lN;5$uEbC
z>TS=4t1>=-8i&MWac#mm{xbpr4V1KM8MqA?P*{85RpiS`lnl<?Y_XR81trxz&{gti
zBbD0Ac;FPxqP-u{IC4W^psCk#{L1f{^4pXF)+ni|a^Tj`mY;L$j~(W!Ts0+F$5GN1
zQdrN!cY=r>-_f_x&&Kqbv%6B}&FlH(15r7J4GNsV1!SaNggdAj_>nb(GSS%bN%RAT
zI+0_wzb0tlz(cdld_m%a)ib7u_}MDXA$MD=os{OeQGohW!ON5tS&`!r&x~hzwQ>yv
zbUA96Mlw$C`xGX#QY$G_iP)qqm~bAnne`V`nYBf-6~u@42MhDDB3DDw6*UO~4)mpx
zOm4M8>sb;A*p3Jo7q#@$^Cz0LALo*WdbkcsQ*D$?B~SFy5lm4|L%n1&8S~g=BKHLW
z4%vRrICs>kGwhx@=VL0iW0YTtqjC~vwt;;`UYDISv;ZECcC2ueaF0Fr1gCrhch{&T
zNne`ApRa?SF~Rqm{rDu;Hk2fM!%xTNV^8PXKBZBenvAYuR5o=vlk*&tHOB@~7yjVB
zV(!+tx>-v9AnPUh+42q+aF3<#oVsx&#!}Vc_jGM?3K2^+skeC|!sP|2t}2=8u_^AQ
z<P&JK>Yr*EU8`W382$wh#HdzqdBu#MPA{1+GI}%wdyO(SdQ$%NvoRa+G5T$xN4#~{
zHxpr!Ua6yE0#pWD@5ZD65P|e}m|q}H+Sr`Vu%`TSZ%|fm#Ud_fBUGg?M`}@sJPA{|
zzheavVwM$=BbmPoNwHN!l{~6uF9vkElx%~OTt`q0XU4)MkhQ5vHWSk@Eymb~6a=t-
zpKt?Q%*nf6a7#YcWl)RWUTXRSaxp&JT9&&kxc?Z{pG=p+HIluL&T{*17q$!-v<CMH
z7%^$~EkuD}S^E|uM6hM<Gly~66SpJILX*U+VDfma8Q^)q>#(Z)sM)ZdBv%is7Dz?W
zKI@>IOpET})D683AJsXGCjf8hh%&zL2L9$1CAAl$AUjrYw*2K$yxpJx!WhmeXlOtC
z8JDelJL4MUevmZ82nG->ZHpQ&TrA8QcT^310kIhkOVXV-w7ss`_}7Y&#Eo|wM*T{S
z><MbqzXvtyZhHNrwis)v;$fV|A~RJ!1{i4YX9nAx)6nTu|8uRBZWFG$Ybj;f2?=f!
zwe~@?9od<U!fZ6N-8c+*#3c~}jA%&_-pAZ>D;L$}rgseeg|a9gYH3v#X;tyWBbum`
zEkjRi;^%4I5F4`5v9NvwcUi1m%tmlZMu5^;dwmw!4Ty3k%LXmscGxZu(Sh52+5U-P
zf_oMU=uLh(9!K{UWZA6s-?6R%8JgsRj_0vsMa}F;#u;HysdlXyBCZeU7xE=~*OxSz
zfj4pG^iIi+PL3=O<dZ%AYbE<j6PqaT*)bu-hv9=z*P4gkEzhT3Lu1j`R#q?+!835K
z9!b7Bx#VpE3ijn)&*WpR;o~_XlOej3gInFVJQ#wqqILsuq%@5}hLW_y9iTi}!?UH<
zcs&mqi%m!J?8Mt(ERY_YjY-J>P^bEXM4!^bF+^mL@pSmL44?hv;MCemU9vPyo4g8B
z5hN}yLnWh{w@h@%1|49LFb!YD$_m!y){um1K0-3B-tLHay?Z|`Sxvqa?ZSy@ZjI1_
zuZ9cgzFxNJ9SP(B=59^I(*5AJ_jzFjqx(7a72XLC6xi2VkqcN;Mm&U-Ue!j9ZW9@W
z>i1JzbXU3W$uG9Xrhns40gXAT!ecoX4ompS-X9<l<+>6|DOJ^JR#i?J=URS1{F+Dv
zy?Ech^e?2OqZ*}bQHIfjfwhO_{Y(?9bPR8<0*MmVSTy4+v0O&N-6NHFmfMJ#UI=-{
zwLG~{?O>3_x16-I{4Uo<)BK`I3^V`zb2zKL><B}5327w37PB}|B=at>p?dN8xz>9z
z0GR%+=jcQa#bD_-&B0L2#B1S{GKHC-m0&CGXsjq|(X!@@lbihmxhYUMi2)WJlP1By
z<N)^v6h&H9h>;!+LMbIJ6bfF)NUB;xJhP`S7gp0JG5QbaYxY<&4q^79c22wo27$6a
zC?sbxIgRWdACfJYp`K^)h|xZyX{AuejjshWlTNf}>S*A%Q~Y4ltn2d2J<tO;gWFui
zd}Gn%ZIZ4k9a}B7d5~B9e7UU~i!TvBwEIqvbb?b>jejk)GO)7@27`ZCSUiiF;^3m#
z2aAV)^M`9=5DPUHxtMszwOEEV4f&%QGxI|<_z%Lsv!?_3fvOv^t;3R(VY7L*NyxT+
z>yZ7A9tw#<(WkjY@q&P*l>$03>rEUX+MA(7z&A2R&hlax!UT-bi)9DT2PV><f&g$3
z&X6!EZW0>n&iqYu02!fMlQHS(#h4t5CJrs71{0-*wjCWmXL`^fnt3Mf6ocL9c82PF
zf9dz$*Kg4*%mq*HB=X}hyh;)G>zUS$pU_C*5fjEX8Gj7<y}xfpze9T7!l{*@MQS5;
zMmc6rZCiT|a7|z(YgR(1yn0Li(D5ip(DAib!Sb{Z5H3Vx^8x97)wnfkjsKA1INTC>
zb;q~Rv?xWk&yJZcm;(`yE{W>u6IPGOVAbh(%r%v%wG~@bhDboG-!-vSmEKk%pmUbw
zoR%;Xq`8aC4g_j0gcmHC%$QlqWIFb%EPbCSlz3ussl`SmyDF!pa|}edgHsT1FW%^3
z?_UmfJrPjcCI7)Cky)zJ!PdPecv{yT>}l^rc9kNl_xu`$YAJ$a-G%5fcJRV9ql#ZP
zG#xEgg@QCl2NL>5-ZkHNfMYQ%$X0Q2O*r%JeF8CP$jeZh^LL@_N#tCSLemK99H_IU
zeN+?2@kp;u;ovwoAfIt6Mz$p*01H_}Yh-dG42s#BFc9w;2zB$}lz10bh&#~X10OL%
zWGp6|&Pr5U*?m?AO5*oy%;vwa<HG11!cZ=RYfyu!TPS)ZrI6(g5#>I{!pGLu*R#r<
zLMFe<&tYCE61*a7f8e`Bvb^2OE_Y^+KRn=i<(u}YEJu0$RHhz=zi4s#I#yBZfEKcs
zf9GqU>nqQ*odaQ7b!J)PmMZ6qUr8AYzB`3f=7Q2@rl*Y%yC`S7*0&A)ZP`qa1*{ee
zLqy?B!`lg$Gx@n9D1u(;>$e6HBpDLbsLL>QMk4+f=b6%h(slN?Em~+=_?d~*pI6)V
zb2pfs_lplc!&sHv)@_1QysbG1xWWOHt<6()YF4#rFot~fquN_L4~(8mJn-nBzeR3B
zCV$zx!dn>QooTbE;-FMkr9H8VXb?dk4RZ}tC+>VJ$jofkloK-KBPsy49W%*8yUF)S
zUr)r}c~duHA!|z<%9QS^co9ZPic^NyNJJ$Zxv`6XzVxtsb>)BS#7f|+&s+n7qiWR>
z4^=4``UThL#;6NQqak@6d&9qsHGVzWv}R|u8t-U6OHW;)&<s+iy9%jO`?$hQ&|-Fl
zx6X#?Yrl)rEGXzJ4R$=w$EV+X(374z!#|(m!;|2Fo&T5*FYsn#>3?z3>G#6h;#n)n
z*|U9~YEUpm&^0XX!+&_))}>G>Q>)Pqy9>Sky}557>Dhbb+fZbH(EU2=BQDs)L@^by
z-Rnnfds`isnbOGS>!p%ok1u$TEeW^w?5hgP6<2ycug9Kl%z64t7YJHDR|)9J%cnQ%
znzXo$Gc7Wk&-bOT5Id_Vj~bJw&S%=UEkfIUgyg8Lk{cjeeAFI)&`9!W!==d*AU>YU
zC!b0`H^?&29;)vXE}4M7G`MrzXq3!~vnIX4z1rRTm@;2+%g^7CboEiNX1nUVy3%e<
z&&%oc^XfPLaN@`cy}j+okHj2$cE`e7GfQmj`Np~v+|3zSwlC}R$O@^qwOiLzpXMeW
z2J0W}9(;K{63u2NID5XxTDC6exCw+DOphHgwup<|<9WNSPSl@|q1?;JrM`OVhaSb4
zogaPFyK~rkbzGph+w)vMa0p#~@S>5`t-W1;iL`vIP*n#MXxu#VoP2C?yBkt}!(Xzo
zNk16JzI*#V!uf+N)#D<3e*Ir1oic^jO9BVdCve_u=81&cZf^!`ocJ{%u)M|fQ8oU2
z{2{>~DfoXz5!Q&n-UL}we**rgQsH0a2mdMx%fiIQ!uEHm!oQmR{g+y?fAwGlc2E3Y
zDpknL&B;l^C}m`3Vroyq!odV=F$nC!Xlrft<*#ms_O=ed-i?3vq5hAah>Xhe26h%C
zY)t>&zwr093gH+f{u)Wl=(Clf(SK^%d$O`<n=pVGp!h{-aFm2~a5NVe;fGxR(94?o
zs#2gJZC?ar#nM~q<)Lrb`N{lY?ZC%!bSgS92pAL+AukZn|4Y9-H+OPk{pJ!y*!Nef
zFaDl6uT%}fznR7P6PTVxujgK*Rr}LP7mpe0KTp~F4c*)CM1JQr9n2%_&FpI7s`y4U
zlgHukdawTT@6HkMp1^&wPjOUxyj6$3nj7Mb=F=OGbln|I2G(aid$mZf{|$vY)gUAC
zj%JV9PU23kPsqETalQ?`y-2Fj0=`UOU#7b;DPJmQ@P0e(?)q-}`-@{%Ph<*aW~JA(
z`8;fBd5o%fG{sUi7q(Hw?A1O5GwQXw?F`44s#l&8mYvc6hCGv`RoxD7jy#U$jwy~c
z&OXkxci(k0o;Kcl5f>)x0V)dBZ8Q1wG&qN@7Tw;K>Mc0GE;l(}?Y_RgBL9vnrf5<v
z3S9~V3S$b~dR=bHBX*5$ZQ8Ge#cp=_Zfz|wPus<(H0KW{U=JQ1n?D<^*4kX}R=d7i
z{q9DQyfG`3t7fXLR=&p<r0Zw2ryuPU?>GljtUM)Qk02Lbwr<9J1LAnqsU{Lx_cwY1
zBZ>H3F1LqfCXOUSe<Ph=RP`~B>W(mu?T=@VA+B^-0BZ_6<LT!ZXM8=jX`wr%v3sx1
zuhw9$6>(Gzdn@reY5=MUK`f`|dmE4Wy@|{Yr;E*<kwihw-{?S=D9Iep2@fPMAul_x
zJa0YUw-M#$j{Q#$(JC4E2Z;<HWo#!}-Z$4|U}T<|OaghN+u`w2EB+g0N`aXE7X>o;
zT@$o2T6PY89({VaSkqt3yS(}E;NrgXcyrXO^t#^VtD`q@r~c0K>Gq`M+u5r2|9o~k
z0))Jrqjq<^M!eX->0NztUe#Y*S>YeI+X*D5ozT<lm}Dhxw%b$4aFq6&pm>xUDtlfg
z7Od3!oiJ6YdaIVrRH)NWtX#64@Fm2wr*rmSL5;XnJRd1Jzq%0F4i#Q@@twzDbR29y
zWD63Ot^Ll50EgN>R5^mUQXNsQovFLh7P$I;?^5A*mC6su;A=h&&%F0_xL0%bz%_l{
zl-YSuA#xZxdT+JbDoy)#zR`2It^LxBNc9`*^oFWY&-Wj^DdwAqxALep`F=M(KCWJP
z>1G}~eDy=N#!czL_*w9OGQaq;g}zJs<5r4x>7A#iCty8eY)0MZqhh`j{>-s~h4(wb
zSII3Nr=D8B;eviC*uh-!yxGDLV#4h4v++bBAaj?tNu_-*mO1U8<u(8!?~>H?^FLda
zEL9;|D}LN3vVXj5Z&J`=H<%@yf3^drm{G&pfd2M>9$8;Xh?dxgBjBGWr3IOHIUifi
z_|GHbphXP_W`&df^Q6>3i(79DkAI`4e{T10s{P^aFUIkYF#n>ce{}bkknWGE`o#?Y
zvCO}y$sb4bxBK?~<9B~ilRsg`pD^QZ3j7H(eo>8I?B|~_<4>6Jw+H!kNA6FU@r#=L
z2{Zl{l0RX_uWIrq%=p{M{@Km=6K4DgGk_bzf1;{CQPtlL^H+EAC#w2CEvlkaen{oC
zS_S4AFSZ8sJYQ}aC*I>%{WAP7GU(Nb1*ul8@UIN!>%(5AUaQl^^}&qm-RTLiW9Z4r
zN8tZ0XYD^17rC7;w>hDYdWp+!-gYC?1>AW&ce?%Ifw{akV1{(1<r}e}N7@9D!Va*7
z!6U)Q3-7Po{pI36YJ^H|qE%kEhhp<CRZi<pJ2HmPmYc8kr*i+wG<v)|p8RY)TkFun
z9%1FQ7!ho}_~(Suc_X$|nQr>OC$<(kVu$T8-SRJWklsSHcUoFn9zxYCbee6p`ek+|
zGWcC@4pqOF@0~sdA``38PniBD1q1Wt<6oIfm$vqpl=P#uW{8Y-cdqz7`S{NQotGz#
zYrDu)@tK02ua`R`3zd2u4oCC8(8!lXBO{57v74R`JBbdBd^Q5_bAOvM6!)Gho%vUG
zQ@Pgj`C<S#oz-@C-gw@H?uGJ8M)@6+@igvlr_1@WiS2K%PsASgq!Z2C&6hfKdi8vf
z341Qil*UGNzssC9P)BK`o2NUr@i<q+?cKyb-JKO$>9si0FLc{+^QrfCP{#w4{Itc-
z$BVVjdu}hr6MlC(bQ6inBUhcWJ`aFQ_0#I#Wl{A*!Adm>KNjj2el9dFG^<=tzrDSk
z{tg^><%z5Kxi=Vnji8KgE=DjDd)$tkznXu@-P2QWP0o8_h5<KvK*RQ%dpW{y5duId
zto%1A)J=E$NVC@3UQ=5e8@lQ2$4AP?|Lj@TQ|#8(Rl|?~Ow;dN@o8n~XAEdekFuJU
z^WA>>T`HX(4k#dw=|1TZ=_%>>>(2Rn$c1I^cLv<tjb<j4N6_bD=h1)IRr4iIU!|+u
z0SBF+Oe*X#F^c*feO(~b+W(d5pINoPtUGnc=d&t#K8U|m9f|xGgBYu~)!itQ_C_8&
z)J~IsN69Qn{hcHG<FZzU_S4uxTPs}}!SSQ_k_-uzz`XR59iuz?=+#b{;nmnM*KfsC
zQ9rg!y?6ZPj4#>t_IMG9sz`rMY8*x%1tw`{Z)PuBdt>x2k^$xV8O9lrCVs!Wp(O|<
zAk?6iBbqOsx7>AwO3;H!@EKvGWGD5n6J>XYc7F$Z*vF6pLLSDoqMu87fpCnB{tW$g
zv)%Wpdr!YRgBp0oYFY2eO~i2GD%D!6hR3_4%1S~NyEl<vqQhUUh6^Nzv)fA``N~t}
z^8&fvtsd+@BXERjJN2YDUm1Qq_ZN%vtGWAU=kvewV^3&rPtbVGWb%IkOZ^3a`U@4s
z&BDd~A6Th>Yi<2MV5QiYSpGM#QvX9=?Z07BaExL`j%J^YByA0xN&W#q^?P^}38R>(
z%6|bzz5RGQ1wj%vwEAQOVhHlr>+L6qC<xepe}RL8fkQw+K!AfoKtn=7K*7Sm!otG9
zz`(&HA;7^Q!ok2GpdcV3AtR$8!y=%fp(3LJzazhOg22OoFoB4Gf}(=F^@0$CfPg}R
z{_FLxiva(C0>^~}Hh+PIg9rYg9t8vp6nHHNa7ai92;fn7;BgQLR7f;ZW??9FMFVIu
z8w?ij=xi8rk?Jl?rK$6Gte<RsVBxT^ad7b{D5<DvXxZ2~IJvlaM8(7<B&DQflvPyK
z)HO7<J{uYto0yuJ+u1ufesgkm@%8f$2n-4iiHVJiPe@EkPRYs5%P%M_DlVz1t*dWn
zY-;}A-P7CGKQK5nJUufzH^1;>acN_7YkOyRZ~x%%;_~YH=JxLX;qh$=1O^lo1Vj+z
z)$`y8pHo;V)C~DNMXzS)Wkzz*@bw_~c-qr`))JjjQBhGrG4`WlU?IhFNI{#c!a2zI
za7|_I+j5)puE^&a!Fa}J+S@mf49Uw9PEVxvasL#)&r7Y9y?AVnbe*7m&d<3PsEX6R
zz9|Rx@?uNlfqcg8`R9T`Cj}b0j<|P~p4HmgNpo>DV;W69OBi&jPL+fg32hc;7$Ny~
zdX!G78rXJ2zWo+{j?2;oQvgY7VW^f$Bqtwj+}wvjkjI6&cI1mR+aA0jMy{Lk2{fl}
z9Lvlvxm-7uajhRWldX)SU}1^1E*A^TG-Ax*sB`ioB*ML+TI7j)Yk#c6!hlsCw$o>v
zvJ{9&&Nsn_1|$zry_++q&IzIE3febi7$`27632X7{IA;cZz}PZo^UX8{fF|fa&!N?
zO8wFknT?6*e?xg#SUCPW&XAdj?N?Oc{}J{1ExK^J8We;Cp{MGN*qENmiM_8(b2=z_
z=ZvnyssMhCYMe>*4eUj!1C@O=3hQzY_c6T4AfPTvaAML*43Ra@|JgafgWNoclzw}H
z^%`HX2f>WgGb4K~2+vpw{^1JYMPimoRBJHPWS=u90C!sCl~45ljYB<y_rNEGJFNZ_
zm;d73UtDJ4Wd08>voZbEdiuYZ$iJFo|F6PH|4ZlV|Bo8U88DjvzZl8=oDiT{`1Ah1
zl>)`&;c4q|?QDy~r!Y3xB}&~>F)&4D`~KsQdh$HRAG?qQ;?=aj1+9lv3gMPUX$~=i
zs-!eh##@Ir_1j#R4UwCU!xS9|QC9SPrdxB6E;gDm2{Ve?I?z1zhlNn4b;@#v0WmIX
z^DAlzAyCB<L82Yyh>`P9rL0R7|E>=c_NqdNweLB?`k-pYHsW`L`&<&*c`%C?h;t+k
zz(6Ji0khB|#M)Ji1|CqKWQa5DUyC=I_)I703{xV8Vr>SbR5Y0hAKY}HOjF`%zr3Cv
z@=A0jeM#$gic$So+~-mTZ8NfWEGcCYG{gB3kf!1V6V$`mg8nQPusJ(%Avr1$b-o$2
z%W5&QcPc6N4Ypz|!{W;1&=_%w;uwFwKQj0mGkpCl!jp1W>Ip5fWRhNGVx^-Vbf3^=
z$zUkN?5ksQXkjALh(3WAJ-aZ;Bj`t#3AmEePjgX^y|0zk#$8dh2CWp}Ls$MOVHm~0
zv(S7`+)e(0IZ@8{M7Ol`na_up(jmx%DE^8w_}bUNhU}yhswsv^s+6PpELyU-(&Jpv
zFLyQ`o`k#N4dmm!6@gmW0m?Z4``roD{m8=cLv;|mEuZHfz=Pc>N^1%s>fDv`^Uvg%
z_1<wL<L|qz%Kg4kK$p7&`tb3jgcfX%TdY9)(2@9Si75`ajC&#+h(%u-7cD!H^=|+Y
zN>i>@JUdy0$}R>5sw#<Q>zco88yS&frdxr_k|-YO_H6*5>Q4upUiI=_F&q8rj<^QW
zN|4(G<e{aaWhzD&Qtk_Tu&VmcP>B7V<e$NCKT3YqoK;k_TsKRjCRiwTvgn##!!Qn8
ze^ReKc!jB{50@LxdYUhqVsm&<7!I+5HET2nHk(el5=6U)%~Fq{zJF8?I@GdHh^eWG
z_LYdY+#3&$C}>YSkMuU^Xpk`N8oVxg);zz~>O3RR=)A5>W4Gi#p|pP=hBp{&yRKg4
z#M?9Efo<!nMZ|DE>WGq{0v>YlK5mhe=tlQH85(HCj{|;QoK<_X>hrfj9Y4Ib?k#pI
z2|yT)28t`$`Q`0biQYgWo7(Gdkpoc`B4_R`_9lXa;EQdJba~dC7KF34@I#aOc^4L5
zVd^3QbrEVGxF*>5W6VG3cAxto<5VVlkRN~=CWz}IvtO-rV?_C?)t%j3yjUE)fdoJ*
z;rxi`Zu@@e>KY^`iA#=o1?UAJL0uV#a~<`$&3yYhsW2?TWHIMK<n=XYqTIDHL{TEj
z=@swcy(;m+$?J`4M-K{U*k&7kzsqO>M_%q{uy*(6i?LZdrYmGUt^GQ^Amm-LAu6KX
zwp!Wt+67CIhH0rv@{2QnHAWVVt*xb2PpRs$$6Uq>_4!ros*o8uO_4DFG3UatXJ!7p
z@t|JN16>R3h_CVEMqH0GH^?~r%aFL2Ho6wBg6ZUf<sWk5C8RL-Gf<|&Pe%1CBrFco
z8RZ+Mu5aR_z_8hOb!jdJ7FV|X&!Mv`nPUeyjYY%?ac?Rbdsg`q$HZe4U{5Vp%f8ar
z|0EKkQ)~CU_ukmBpo<9ZbIu4P8rg>M#B{G-=SIWF2?o!%f1Lh#h$2k{%2gTt?7p#O
z#a2URqsvg8v<DIq&>nSfUZTqK-ei-9y5S4b+-3RM<L=`e&wsL|gyP?b(13jW;gQqc
zIg@Q>{{aL@#-4r`iqXcH_^=!P(g{Fd#ighH+>|K~;`B!eIm@s|^|=(x(w;n&5#NS(
ztNXw=5MtXGivh3Y`%2Ywh6I!5;E;=yN8%679~tFA2=m}}-FP=y`47S~ecUaq`oG(*
zYOrM)Zn0kq)SK%!M@yZlT>l&6^#Uy$rjY9$@B+SDR&=wj8<&}*^pzcq_CUl}#y@||
zsZU?_V}P=-+qjHx4Rc*+aVmTjhJIOkAXWw50B|kf(zdpdDOM4<$t-AOmG74AF);4o
zI?Hi~j9!eWdvkvEF-jie%O2)QJJo+<?=6GtNV;u7fyEXxGcz+<%xE!L%q)x97Bg53
z7Fm+T%*@OdGcz19ywi5~ZQq#hPQ=XnF*7m#Re9=URb}qV+K_wY${Lv!y1{x%8?PQU
zYk;jAXvx7DtZuJ+0iEz?>G>45v#$8DOBoy#{*t}tcVbPou~iYwCmIZ7vVp07aUN4j
zDobStXrA+vYw&Edu8~9Y`EHA^Ajj|FanikNFEJXu$!<|ldaiVCHr+?{DjVGLl@UE2
zqBrV_r;5c#W5bs3LO)b3viW<ek2ZN}vop1ysLu&tCHLmjf=AFxV1{t4ChOi&qO13&
zs(NIE4~4;yvR@`u7VzgEQR{fkp0vY@gM}^JMZba&j9!-~oVCw$&J|7muAGGqX&cX@
zpM1Ij=s>A_%8k5k=-$G$0@s?lu1^d<9`l^%e~!%ct<>W2iOr)cRyTFh`$XT`qGc6Q
z8QEI0RUXoQanCt3pP(gblA(?-=S_cpE46?kJ-qnc?NQPEt9imT`i=n3On$VIvQ*#U
zgDW{sQgi@|>-=yg=hSHJa-l7xoIM9PCN%%i;VTGmbX;t=OLtzBZfWb<LgCE|ua~;p
z<|0YnkK?75Zk2-Cl2~lX?q$*joO|bLTf*iU!Rz&IX5GIbytUf)R(}y(dOp1M{p^j>
zL>RJmakzFmKe!nDu=g;FJfmLdh9R!~!{Lzj@G&||blBIiP4+^x-E79#WDBwx5%O+i
zp~j&l-P>x-8j!)M;YSyd7rR<fn+2h{mdgj7mnD5}hw4USg-S|i2EN$Rdwnljz+cGj
zLl1c<1T@2Hv~I4)Z<EJ&6eS8q-wd}(?zW}fSs-aBZq*W^k{QDJALvu*qnP@ZDi@J(
zxs>M!U`wt#e`xjXJ48rccscQEwFQ~|EZC~AU@n0p;JZ*xGUp;*JqrWx-_-iCJ2l-S
z-!F84EJ8i$ZmYYQ(n5)A%u0LXn1T{k%-l-?IG#-()Q3K<9i<(q?*HxpX1ky-yUDx=
z8a{+Ql1eq1vzeH15nFZfX>Ts2c^08biX)cV2lr#92(}7l*qLXtHpT6-vk<h^UY8|)
z8+6G_G94e*XMTFOd#PXQAb?-V$r&5jxZ5^#{yBnpIwrAmNyj(5h2yrWjT^n!;swTy
z0sUf){p^Kcny;CWy1iMC_<~dP$J9X4kv{J`!Y^(>4Oa9*_zKb=_X^Uiqu=AYL>sHa
z8B|+W(;}n~&VGH;4E%om@KD}2;_}0ky3lWMjoRJSx*o_1E|kZz>)*YC*xi<_ykK8T
z@B5JY_LulJ>r+}19%UV=CK&tc)vn`m#+_pHJLoGM%G1{<7e3ZroQ0bqdQwBRIx6Z8
zf}3bVHro*P*1xxIZ{Z>UoW7u5Of)g~vhE20_80rotcnj#XtK#7=Er!VVj;@D4y}Wx
zp4EiQk#(irn4y=lXGT|6R<%_3Fl$P1p4I_Q^uC<$x)4#Zn{BF9^EX%EmuzPU!^*Ee
z%z4X!oyLlJ<DU;r*7x0&OI_@A^%qv{Wz=4g=bp|Azk*n{<xISSY{S2TfR<-ISy4y5
zi16a9onwZ`sz~6rWA}PSl^9`^ejrnXA*tl!%xBN&hHt?BE*J`qamrt^!+Qo81r$5~
z>s^VVDe{D!@{t1-YsIsew~NIq2oW=INL6kH_$+bqkGdC8QZ(5iqTVz#p6MIj*}Vw8
zf}G>r-}WCh-3XtlxPeQt>Wc5Uje0XX6!+&^9KwKnDyN!hBYL;TL`Tcc=M7>QKs(XG
zx)oBEVYJF!^1@y%C*HZEHYVm3>uqWSKw*wfZ3{n#!gzO}Bhgdd_6ic|rdB&F?1+Wu
zq%Z9yZ~+}_6d-ZrKUnTrH?`Tc#N+2QW)*#L(jIF_vXxyPQTz9cT@}Fgg>YU&+W1&&
z4L;TOzO6EO>=lIgNaf&xytgOhjamGGzJwcMx9JSoQ~~pmE@BjW$jSFq2*dObZ7MUI
zYr2x^>8ZsJ>_cT|bXy0ia_ReP&hsuCTxGq>8t@VG^Elc~=3AqDCujPcce_twp2Y74
z*gJbS!@v2c#k{!Cy44*=U@Potq8_p8G%##m>GhuPX&{f{RQtG`ypUDss>sm=l9gND
z)Appky}4!CWCa>FEb9U&TzF?5j!^!deZK1XskY*C`3SZnu{g0l2#0oLKpxEn?e%60
zr)2!d40`)wdC9flJ-Ba&Z@$;j))*tX0HDvjDNsu%7qSoD+hRS^gz+Tz(-JrOVbTLn
z#8AnZ9_a-?hZs?LJmY^<+qLK4!@k7Cd4@eyO)CbO=X{JfDNlZ~pc!;$KyWYT0Xki&
z;Gdczva}xNyXP+$;%gel7B3jF2IAN1pt;%C?jWh?H#M>R9AqzEn!a*Gaq|GT0r+w`
zNQ=K0uO_yfz2{JN)aB8Wbn9R;#;UKfc&MmvfvefcYqe*G)`{m4&a!o;UUY|ZNmU9$
z$D@vUfw4pWaZ&h44~DoW1%2sGMbncudF<)!{KD$n3;vdy%1|=w{?ZRm;xnZ?H3_6q
zi5E!)8|BHbAhmis=VPZ-i%cUBo~E^hi-)cq#&}^@++OhJQy9cn@B6zRY+~O&x|KWx
zhtN5fm`bJygV%apZH}Y1K9%KMvT6trn&&s^b7E1pdfsGhJo7xv+GD!Xw5%bXtXvi|
zYd;7ESzq6va4CgNT_A?g*E~{wrUoH03cFY7S<Go^j14rSXqb{>OA)BaUf*q6L$n+<
za=?Y`X9sY8=2Nrrw2T=g;>Ox7wOqxW1_+J$OR@L0cMm&Jh(xH%<liax%acgJGQW3O
zL(#HGibi7q1;<k#(W9Ezd)a)~PRbsiEeWy63@9&Q)4uy6xu|1i<Mq6ik|fh8$$vC5
zIV2V1IbU&y+9N);Np7}9($+KaBxdFCAwLg$=|~UzLi_<cs2L0AUiy6Zy#PS@zj@rW
zDhe$eQ?!8-^Is*lsNc^IULi0a>0p%j%*R#7r_Yh=RW~pVd`FbN_GHA8fv8Ww+ajnP
zvBa6yl{cp3n-|N!t32NLQ65DLr9HnrgB|+8=}gBHFV3RYb!?|}TOBIKYU=t7d)Ury
z$2}MeP-dq#k8}EAr^-r2>OwZj;RG>kXbv#nPL?$4FyiQ>qCGOnW#ABY?Ty%{j^ptS
z1xcXRO6wwT{sPScW^1lx%rlTIe{hd|)?AM`UfzV}N3RE;Ao4CW+JJ`#P!%E@3-)Vb
z`XVuqy`c-fDkD|CpdVeZ9<cX5N=o{e7-|&%-ujGSVK!k4{Xk1FvY<vyg}CFkY>qJG
z6@-yd^~{H)ne>hCT+5Qig;?*!&+EdH-p7VgeEk~c!7T#KK5L;z+)!n*M2vM?E<N2w
zJc{$l9dXmj*-HY~=Wg`F+LLJFY=G3meA?kEc|)t|NKoLJPC^`8gcQ5!(0V6H13&Gg
zjh8MR$Eu>wYHjb~V!YnKn7oq)RGF1{AK=7T{e2%l?F?Hx{_<iM>6L<lR_FYa5<`Bo
zQ+$@kI+^#eoW$?`mKa)gto#*j0g!QgE-uVBxx1CEl5PE%cUlH@W=ctnPqMp}*py!m
z^vB2SN`5(xFnd>gcxqREIhF)we0V<Tt;X!3y~e!1rhSbk#khD8KIfqh2!>2yrvoT*
z$ubM#fP*9fg-4~Qj0eYek?iH709yyZ)+Kc$B_`<UF)c+|N{)7Z%!4B`;*o0eTa5nS
zoA|qR`BVP?mjv|xb1vbpx#Pbkl-b!?ew$|g53B`jO#geV1^>=715;}Mx07+dWfNcp
z1Yn(<9Zd{vVBJ7ZmNiw-Trv6#A#j>BQ^hb6#X<tG)OEgwd`M{cN;32{<?NNe09PV+
zOm?>M=yvm7pDb}(b!Wzj!Dp5(lV|6D$c%%6t-X=={DrF!O6{nZeZ9Obx4Lov`%FxS
zRF<!W>mFhAYg2jo8tE?}W7V67ho;yU@|6|q+grr9Y&d}gzY?x7BopRrkPnZ|z-_yh
zDYNRJa01_rzPI}E_jN39v`Tj;6e(9$6jlTinwL)G>(aVOjZSXd_T=3DequBPkFafh
zzxd}g%7d56<(2Yy&d*x8C!s|LDGOt1SHJSJ{seH&0er09rjB0D4JxOEf{wl?H|IZk
zQW~AE!ewMI`F=s{vTwm;WWulZ_6jKbKc_{W-Zr*-SGJ&@`ghL#*dA%@O_VA5GCx0G
z{_nHr<{8WNv^04Hm#A+igkEp$v%J=AqvS_MfTtT>ujcw}qJQO$_gg#qO4H_j^mS9R
zGVp8=Uan%BaZfwnKaMo+)Ry4ho&p(sZTK($tGU)THmmLR4kwqF_Xn<fq_?-_i64FQ
zyv&V1xL!=nE+G=|yEk2Zk@%JVzSc9?JBXJ+wAI(vO;5wK;NWRTxdEgtQ*IDs@HMyi
zT)k|WG3vE00RF!HDqM>@U~}OnFp_q7uRz=v_T#IN)Ah*xTG{G?$BpCd%4#s;<KM4n
z!pI-d^UPKMl&{J2Wb^4-qvX+PXHCH2mNV68`U<mrZONzY(dTu#voq(P)@ZD+Prp2_
zU@qO->1ZWe)Hexc+$c0?8%@KNaGnaf-`l>f@88{3|6BcT-{5tnM3B?2jDD;p*caxb
zr>P-eH?XjL&6n@k_%Zz7npYPa{kP>={4KS0T)Z!98+tm;voN=-g}L%|uQ&fCJg<AN
zYm2kd>R{Y2UtSa%II~*s?d_KbZ`%KP&;4M&zT5(L70uP;%lraCulzrU<2PvNk79#w
zf0m(<kxpaYX$1a!d#Z1On!g(VTGbr{tTaIUUHGTuX~4R4l~~^WEQ`De;@w7?`vn<5
z2i+*6O8K>xn;5JM-x1pCCjh}e%+FpuVdPgC33LO2JBa;fvxUTj8fc|Wf0aZ0?1S;T
zaDI;PY!aenbaK|8Wg=0bhIa^t@IObZBCv&Fao9i0NWe<O!4;5yy7A|2{25e8M1Q^w
zpj!B&ses<cAB79FHGk~JUxx9I6$d&qf1DBE_wfHxpGt^$Swa8Io9E$aXL#*j_nR>*
zTHvJBy{^{5-NMz&t)l(xx+wl*Q+fNO<v88<Rj&#7+l`Ao`6m9KuAoqMJy=#WV)KTN
zo0ZLlZ;+>lA)xPBP`_<Skc;OuZ|U#Q%7fP4%emt9bar|)%_^MrL|?#xv%g@EQTNs8
zvG;VfKd`%-^q<hBvSXvOzjXyu;dD(y7wFIXJSg7_IUWCs7Z%+CH_yS(&(Z%j_!;qR
zt!>fW`E0Ql7`&8RY~40MrRJ)beJNk|sA#>q1e^k4`v1D(b|3ZIm))z}ABTn-S&c>s
zyH_}Ygn`V>4IU?ByEoGr?U{nU8-ItR{1|R8UV8^O-Ocm!NxKvhX_3HfkJVQ1D=$0W
zdp<l3?Htv={#f>Sy1S_RH)y!nDjgL(UDnV~$s!;mz}e@0KAG=qYDb*I%ShMN&}{ZF
z+PcXA(t!OF#70A$uC}&1Y#r{bVeC@$%lmMg2yO_tJUH)J?R1|MHQvKv&d-%U`ON+!
zOUCoZL_lr$Fr1Uh$wrR&Ydzv}VbjK`*EWHL!f1MieoIBm=HDHF0UO4|z#JQuua!s*
zeD%t2xhgDl5p+c42=4DIEHK*}b6w^BFS!d*4med$tDqXK*!sSjRGemcEItqLGjYw}
zU|U5i$a?%80)Ou4ar3m!V|Si9v0K}C(L3#1SFC2|`{$9=VBNqd+93DQ{juLR%WL=4
zYoEaUEds(n-3{wlH^@yp(QjU%zddMcdwG#>`Fki4iDysm+Sd8Lv^)b!b|_Cy{|Tqb
z{N=M=CF<MjAGZY`;eJLPL`b9)ku`q{{bzjh>-4V~0O)k+CtRJ6d42y0*7pze8ORd(
zU+7IXrhnKY{~LPqFGwd4*C%da4J3R79{&fP#*AbOJ2VNT&+X&o=KY^X$~IjIooe55
zF>@k_a-{`zd?jOvd1FZOgQ^|4`N8e+*s*^{)pq7VZdCnhaoGamVbMc2P6<tkmYM1a
zF5sf}L9A8%Jw3zB<nt#rUk2k~L<<QM<Nh@2z3(hf3pH9gI>pl|u!~Jx_=JZAvu(<?
zwqE-*?9HkY)hT-e$B`a6Ls^tG-!8XA@m-6b(mLN4d+}0l-g$g&QOZvZaoABnHNjqG
zZCrfF!c)pWHXd-qXwCLDnMHHJ7T!9bYOqkd*R9!zYsJ!Hn93oGf2X-y^6e&C%HMI}
z&~j8s*0abodS*p4sIq#o-o<&fzR981vg!SNF-NM|I=6@0Lfzq*;4ufpei<>9w$S;6
zxseuovm&+>Wbl3;6V8b)lozrjra#>f??+0@n>tP-v_v{5^1(+1sYP5^N4<JEScekb
z!tX^c`Naj(K`hPF<R7DKyW_(@S<ltlmBM_Q%;-H4C1E7{!0}btCDAsZi7dOcP8U~o
zmSYhTfDla!ALQQ8n}dz^9ai2~v9$K9CKqOlt*VOEv_svj+WZn~96u2*4}KiLhQ6Pv
z*^pDX7<YrFb6>XZ<%I<2#~WSt{iuf}`Px1!lF6KYs5Fb{5_z4ID^lEgcmS4^hHp+w
z_oT6h&-MGIMe-wW!tt*P5#@Z&>N~A>uN%3cma6xTBXt?DM+lL<1>#4vaz0`$NjNGr
zNf>gxSP54i;e7V+V~V_FU`HrWvMeG2>}6&}WhbPmnU)P=`IRC8#Qpgi2453GpS`8j
z)Z}jwD8g=&96@<Jf&AoJLRU<*^&2&1bDh==sc4u|4jI|PmG5jzhq{kYd(Tgh%c=5g
zg%;wZG@p3juN?Ez-4JMu$9i3M2$IwY@IKx>A4B#Q(j-M?t*_^Z?X~c2g??qvf~MeG
zmVJLb2rXK#C4Q)yp@&Ftrpqh%BmQz|n-6At=9(4R3dO(Ihk#sF{JSmPJ!aEe?P4hu
z#u}}N4z?O^!JN+*B=J!WdSf?P;iTU~F-Jzfd`4@`J{7UE4k1lM@mYu)Nk{7dli5XO
zTc@f-30#ldfBX!J=8h{{27!d|7L1GN<i{I*h!t0GCXRu}V=S8raW^mobYY>7iK`ts
zb6CWN-Lj!L+K=B%lKLB+QfiiE@G8YmiL&+y)BQptyza<IA}Ko1DaFn#UD}L?zD&Dd
ze>9*po2y3C%D@lt+<yVhr}7=^Xhn~FnHtftWEF=(BB+)%_@Pt>Imi*E#yDBKZuSmK
zCWwBUvsIprAWgxs$27JtrMRR)$xl8>lo4f;{PX<`TvyL_o9O#6wDR>!>!62Zqrp=W
zJ$$6FX41X1b0)#2;>p#j#Yd(n5qDW~ovx}{Nb(EY;Jc{iW*EbFUQL-p{pvz1pDe8}
zv0P;-5WjHP1(E^8u7$LTFWRQdu!X89UTHWU7pDr}+G7m|(ZtO#5kaN#&~qoPmBFYR
z_{v)rO~9Y1h>mLwxs$0jb(^+V4J}?#a)%eGPLS_a={Uz-Js-vJPr0E_xmg&!!%yEE
zoL25M*w?McCwIHL!6)l4E+~vE(=qwBhg-H9W+F+~SrHgdS*Rh4%pZB&-(ZqLSp8Z-
zEA0^Vt{U6y{r%dl(o$0({!Jqd2P7{Y+WvRvZx<rONCzU^Xo2J8uy2ff&(@PfNzh3v
zX$l;XE6ER7dqkBPeq6cD#<e$$z7o6|77~+OKDCf3iXBUSZGYZq8G)yoFxY_(oZ&c&
z%Jibtpq-bYhk^N&=XBF&A)t5p*gWf*fAs!ge>Rlw%2dmXVl!<gt|UzXi>3VakZNiV
z7l5Bo<$GZ%jUXNQ_^e}_eMd|=?+4PxC>q1qa&#aJ&b2ZC8&yl-00o!lr=k|P3<aKc
zmq%CTK}bc5*}y(b;kpn4b$}A`97u>ATKY)K%ldZ9wb==Vv2Ko5`@(`)-}xw2WuBX1
zW6QCj8m{ts173GLl~IahRyqvM;Vx2DKD|y3Sw+(^1)|6_jxMm0xEcn7&^PP5%QR~;
zBRS1lG|Cz}>*X_528$qLf;lREjo%<b(HC<;KMMP;>%?n>70enq?K_(5^2HJtI9!NI
zxW$w<qOvwvI@9phw{A|jg>J*~AEy>uw!3w_nm;O}qf4Hyb?{G^wI_^2y-jbskNFq{
zg~KXvvn|QjffB-VNv0lc)M&)TP;xmf9?wA-&Xp&#BF&%mB+_ZIaLavP3-NA>PBn2H
zQ}~7#_PG3@@D&_wE*0`WnZSRRDll_!v;PZi=ll)Y{)-t|(a;P?ZmekNXkzP3#LD$o
z1)w=pHgU3ZaWpb<B4T6ydws(@J0K;ptuye<PeTf<Bxho5VJKqf2CMy76)rXwB6e<e
zT_Q$dTU)!o>M{Sat-ut5i7jvyk0tD{d;J5gS9G*9QZaER(gr?WR2<0EY~tn&TsLF`
zY>>#`$9I1prHFvH{Vloimj!?4#6raUv$?RqGV?#A%mM;LjACxi5-QGrQ8)ipQNoFp
zh~@82NI0<(G5_TU0GlrXyolx3%BR0B5(oAV_OJS?s_ejy{Hmj>%1XrgH@&l}D)52K
zKhOVFUqj)8rHPUA&qqkvaB>6t`*%et8!jebU;h>*@INl#e}64106rA>ixc?kzi#up
zaQ=B^+C*%Bw^#RH$^EBn5%d3Ew&?!~$2H5Z7Bl|Oi@5%9T>s&?{*^rX%~$`!as7wm
z`VYtTACBuk9M^x(S^#z9AD-M_(~3Wh#UHAbUl@a*Q(J!s?0!L8{z5$bA+Y;>w(}2x
z-M{+t4}slpZuTEK{@?WHA4a#|=w<%68Gqc2-z4zcXY$9*_~T~$D}g_5#&4g-Z~F6(
zoAJlZ_|N+DkDKw^XY$9*_-&B<na%i3m;P}x{x!0HW;6b{8NYoRzv<6EZpQ!T-HbmR
z*MB&!|8QIbr|kc5T>s&?{)Hg_*Yo+^?*C^C_?!O!PnG{qIIh`#0-*lFll?c2>z~N0
ze^6$!CbnkI=0M2R->9!&sJDN>TZ}3$ADrFofe5&txHBR~bqix)?f(OT>u*pgSZ7BU
zVEy0FX#c>lROAeutbo|9zoB0LGgRuo!OZ{r68ja;K<i;gJZI8CcPvskVj(_bZ0zfv
zIJ%(T+t&|Irkk?Me6=1P9;P=}Tu0HXCG*8YLlF@X-)BA7oL(0Mmnxy@z`{F7D*hb)
zh~WS6QSkHz`pJxOi}D=c*>DFozU1qJcs9nrc5~_8*LX~M|6<^raT6a@Ys&yuPNK-7
z&#0$+H3p?V+<GN1W2aEQGtaQfaq)s(ev<fjR)2dKmWJEP^Eelnh9Tg3m2}VOb!LBj
z+jqCeXtey;YV?A6vrC)Ii)Ty6*!g@qF5u|!{UN{yKPkFg-!qrd+*j^-09sa0?gQcS
zi!Ah-L3q<V5Yyir=G`dmmocrD)$*+q?5=7<P|%g_iq+GF6m!LD)oa>~(#-wYYrc21
zRMW@l_Ez3)bm{fU{Ry+3pm9M6VSB9^z?r<ZuXA3P+1!9_(A7$~OIfY>C3VxoW&J*%
zL;6^M?v8U{#r8t#O;?T7Bhu1do=$<cb-7)I7~ZhB0BRJHPpPcJ8qOE)ESO?NyfksP
z-L{p<+;MA<m2WUZVv%W@w^89(Fap6PubTko?!nsZsD|Csk9b^9jaLAia{Ovuh1cOP
z7yA6sU+ffoJ+vqZC3d4I^|vOU_sc*jWV0fjKQHKv(0O&7(DH|IOE$x)HctkBtW<YT
zW&>3Bjo$k`>t1e=GNoWd$&CdsZD<dkuV%M(VmKVsMyek9KJzKJBo>_Wm8{~b?zPuh
z0EjWOBrcnfsSP+trFltN+U0LZ#98QvxAe{r_I$7S9smt)a?c+y6r>Z=1ZGkmG3VXH
zhL()u179yqp6VI5cKX_{6UHy5i!Dv@o7(~NKB*I4mr&-jH!0zecPPteFD<AAl4+lg
zFWu-+?ZvykHK6@);=f=kt@N_a?IXbHzcc&lwj7ypkB^*e9Dj-=J1PJ-J}q&?X?!QN
zBhVm56+B4zg9L;Cml-QkxiIWTzcnJEwBZfyH|N>!&q5?+X)L%P)#atlMhO*Z6jM-~
z-ZrG3CVU^#V~bp-XFIOeR`3~-UP?j?wl+J|w#{fx9u1ON6W=p`5R&ECvQgZDQSg1e
z^?lWEj}W{I6m)BRnm_fll<(NftR=?^1ijK_@a`O3@TT}WnZH8Tgq^*=E13sB4P=wm
zik4hclfx@f50+uwTG=<K+KJ9~4$6vDF8-MOlzkzA_k(*4-+vI4&eGz`eUbim`HR$C
z>vy|Q8LyDqGpL^V_E8$D->RO^vV!4EmKu-<t^}vO^_FHZ)I>0qU;ri7)d!xPEse;5
zaf!$mji^eF#DSaWwJAv&xaxu9gfAO}FNj|@OvQKa-bO@*$A<A$XDJCTL}aPMN7TpE
zFcNO=zPed$$8wu;%<r6=P3cy7ACu(VCqRHh#X+~>H-a=!z3fN7P+dGL7_og&7`5Pu
zlGMz^t3L3~+R|?2(FrgXf5Z=lD^iR7#QD*}r&@_kLa8Nu@D_ZbP*4CY-g*NBjL1F+
z$Z~4=aXE`^xJv?zuMWCDieB-7Rl6tBh;()8oe4^$a_Q^Um11WZ`gbgw)Jv&bcXb(l
zj(k%nKNZenN%Hmk4axG!i}csGus!y~8pO>CPZkJY3UGP?c&pEPz|`HLv7w(Y2wyK=
z9kFe3K<&G*4rmq1zFzAAXp5iHr^u*sLLE%wW%!=;v-)3eST1LuxzcsC(d`#++huMo
zV1ttAWXDGK<HE65UIoNI*yOQ%@Nx8q$rpyZi8YX^;4-y=?#q5+K^Tl+T6ne^6;Ku~
zw^5}C9x-I$G_}!s4B0(SCnN+d`i?PJ^%78jh}JLiqR5k&b{Yu7ztMtiV9rr*&f8Gk
z%U9gmC`Pfo44o2MjFeDesn+a!N$I<(GCD<$5JI~`srBrp1E2xXf=&YarixwvDUt-s
z^`jigvI4k=9jzco7~Q#`Zr}n{bc{+h8$A<bijU*$bIVys1_ay@jn~WQ)!nq<^R&*0
zf<mOUK|m^rzLJOBGl^U}wcmWW_|Q0wllg)*q(<At)!HhKgXiv|*18wVin<+Pdpw#D
z5w)awb-oCrj+}FLCg=-cI{^%jg|zbbI0+2V)Bt$YZJtA$wLAOiJs8h@C2DAXWnrl%
zUXv<arq}hQQF_O#rr11lP7{{lvgyV3tBu8$t!{ybHt3*W`k>;JnY{)z8wX07lL@RS
zv3IN2uie^Q9{derUR-ywKc+u^Yo${C*7f{xd~5vWcs!x>>-*wEHiyvXi$#kW&fICu
zWRrBF9|Nw~D+w~OopqO-fvt_m<2#>f$%f77CE%mBJ`f$I%;C*u=)~_gz~;PO&F5yf
z_FP<3GL4RhJXC`0-F58d_^71Dy&psCb9WF8vwKRHfW{rnC~ahJeQwW`@V=$;ab$$2
zT8B>QoVshnQRo+N&uHjbbqs`2AUR8wzx=UJ#0M_x+;0|OlgH%$7OpA=QWem)=?fnm
z41gElPLkZQl1(}dw4;G;UJaTNw`ZDu+Qy6z_dDq#`4~qxra+<3zs4(w54It6mn4#`
zm1jzs!t4*GI7}cy$9XDYBQktqq`h3fR>*-OdH>zM1|&ZRMJz}1b(8UBlkxSE@%6C$
zWoR$!^*)PM19Y=-Gxe<**`mhqM~2KzU+N#&_|>9*&VR|Ltg#cDq1Kd;Z)P-dJ*$s~
z6d?<ZsNcx+WVoussZKD}Lf2)jO;jOJaW@II2}VhAlVhS`g*l(G>5D=vjtDrl)q$|e
z^OW(C0@Cid|H<3xrWsOE#abC2`IgNMmu+ObMzbn%ZVNQmR7U+bC%Oj$E#6O7o0h}_
z>!V4q{GrK{Fxw%gpXAz~QVK&kJF6xjgO*fvzal<ujbHnc=m%&<5g4*CHP@aTqf;2I
zJ4AV)Dto3(tDmK;F)f%SkFe}T8*MmymisEdu_xNehE&@mp6?Mw7gcub65i6RRtM8}
zaI=RKyWOC-#!=|n%Y~pqG7*t^-L-q!U2A_ke<<lZB<<jxyb&tj4sL)DCQB`DicJaU
z`#kUaT(#F;PtBRY<RE$LUMkT7lS?-MK@5@FiY1$hG6sl2Dk{H*Ai;2k!Vp3;+}L=1
z=F`DS&*GQlifxz|AO!$KBPz)CyT};5ASW|U<H;OZ-1-LhQ6x3DC{<6o{D%w}5kkxA
zcePDy-q2e{96I#rnHwF^?&=@PZ>4$+gF<Bz5X6a!?$D3p&Nw(+#o~>!<um4is&xbk
zN{0KkSVpwTZx^CTQl$;};SjUh{+N`D-X>q!TO_spn(A#<^f{PYJ!sHHugZ~b2EMk~
z_^@CBvI<iW0&E9YWXz~S1bVGPhQ8r_9kGTbM}Kd{zE9qo0UW}JZW+DMb8%|>V{`i>
zBIB0b>y2Gvw21tP;=1eXM`o{6I3WmmSv2GvncBsDlkwMcpiR4_;bgZ08_jwQNO)Ty
zp+lU3%ihsa0Zkl-?oSReZQT{RP*PVT697%Lyj8LBp^l((84rZ5fbYT5bfyg~?jt--
z0N>Rc-149#H`J|}z1%bCc!wo^sgo=F4E*XMZ`OkPQw?bH?_(FcyHdHfI-RfE8QAKu
z@CbKFAH(WY1)xSgV;G#hNxnyoDKn89;GcwPT%nZZHRhB5u$~aWgzd*IOl&`ZN6~D7
zsfiJQ7EZO<(UtMpmbCkH89F{g_B^JG37z6G-PCE>Tiwuy#iaSkiWCVU!ET@kuZwem
z@k)2A;<4H^c8@(H-PSjaz6#E9Yz=n*Em#QxO={cKYs*`7QG?m2Dikd}FPeytS{=x#
z-u?#qJG-3lhtfA{UyFkYK<i`qU)T0Fy5^m;ge=!ua*(zk_nNHPSQ82Q-3z{IeF*KC
z@^4Y#-k~`+4$Bg!qjEP>UEr&MkQUdDM$(9KKC+6yWq6y0Ly%&Chhv_@o0(cP2u4;e
zs8pD?BH;(Aew5=JB0`63wp1ylWnu&S{n0hlZYm?TTp>yTQNNK{8?m@O^nL^oT#l<Q
ziBf5^b}%dtBC8_+PGkW7f}DZnR7lMvXr;6QEoz;L^fdh}mZ85o6xQ&O3noR<AGQj4
zOWszUqCUXdUotQE2I4VQ;0GKczZ%O9v4@{XSr>U$*@}f>D!2EGJ&)@KVgLxvx=`4M
zOZa+|c8I7~Lv<GxC|tA;8$NVvrr|Nz+@Us636`VWu>R=s+8u%~TY{Eg0xqDGoDlhZ
z=wDEVOIo{H*1$|FM68_O10<LpY25c?FRn9Q@A#}&PP=K_QWiLJ8Ul(Vn0PrIS0YDJ
zQsOWdLN7%v%OGS%a=`^ik1Jz#6LqF(r7xG=Ul_{yti?fPE8wb~%-wCp!OOw0cJCr&
z3PPP-v)=GRNc%~BP3uSq`9>%w<0%(0tERuS$ko?|FuP&Z5((V*50Joa298hPj=-OJ
zM2e5-gPx%DBNkOEUE#8=n|#^o;X1q~f(TJf!Cz+&SC;`L7p5SEPV>`#(KFvG#cq_u
zu14Ic)0<3`vMh-9U@E#qiRHUs-#e%`4Dslbd=jDg?O_I(NfeEAgc^-T)3k`(gR?<M
z^$-mD+@}Qq4fJ5dv`0YUJ0cgQHtHLK#c2;^xUwRN>xFd1BVin`G<u2@r%X!cf$wFX
zvh5vB(@OWWxaK)OS#6A<d0HYRf&7@ueS1=JGwq>zB*>45c_47=39CjhwzY{*o{n1!
zm_T(e+Eq2%)vP>uE9w9+*9(#fTvyPF9{+|>O`uk}kRG@M+`Wn@bR9Ahg<VAnQT#){
z`mIser<%K`AQta%PbD&*c=gOD1XM&A18eF1nn5VjQL@q>Rt-$c4uU>k%i#1^=IzTF
z^~Y2A#2j}YjOIru%J9Ob6u3L$uQRsgMMY#vL7D6~Ag$efMCY+kvw@;}OAZIuW~64_
z6n|<|P|N9yA#-QKA}AM#K0N1mEJq<h_+!30Zh2l$IbhJ5pQ^K7)#^#XM+JXfy7{g4
z`e0Z8RAq?|-WxK9OL&`eIr_pMD#+4${$53MSH1OI#T13o<P%hA*<F+7cuOtL&J9jA
zAY{JkMj6_BLL~+;BHGcIv`ahL-|lMwI?b86y1u7J4h~5_*j0eLHw{JMNxg?l(!htH
z9p=<lpabe6M&1W`A4Kc5oF7z%jF8+58zpJ>7<L{p-z*^VQysO$N;~f$%^o1xz{EZ^
ze2Jx4T^({nqxPnB#1Sd@(%X6m=>^{Dh^)?yE!cS2C8r>@u*`4CG5JD*&T|m!n)MF3
zCzWfUa0rCFtc?sz#oW|U+ZjO&M%o#>t%({>m>j}F=-e#N9s<Zlk@W@o3eG1v>0Bn7
zMRT>$p%9>>??v`S<^-*rc|mV}?w#S#c3wm2p03)xm}9+o8wZ%Wu+>p0o)}MzW`4<+
z^BYz>e%QTXTjC&9IbR!<xG<&J?RgGj#hDj)3y&BD(o%`MQ2CUS{qzOf_oJ~<MfB7^
zY)_sn*3!`*S$nPdPdrWzVj7)vT1><0l`5o1l`7Qy%sp#O+5mW^g@UzeMaLqtcLh(_
zGlcM%Z8*q6i&TZi!R!x^BY5q!#gntngs{}S=-*oQd*5YAk>F`CD7+a!Luc2yqp3zV
z3ku>^a5I_31H@l_H*wwtV78MsX1(H=5(sxXWu6nqPqw|Y>x7og5e{7fXgc#0#4@2~
z?-Lm~o-5oken8QhnEDRhR$H{`nl-g0f5e^q9l$mAY0y;`c@QVdJ=y6KD#UO$RpzIi
zq3#+2zo0>Sc<2@xr>1$mrwV8th*H1{YAwO_dtnn6@)3&^pG_tTTA>w*Nauag#`np)
z$x=g(rYec|hWA?R5(GKwAo^DPmaOfU)Y{#(x7lcP<&JnKb2b>&7bah96WXDOx%7(w
z6Rxn?hcHAeih`dACskfz4$Rn)bSM<l*oX$;3Rj@+kT||lYN6O1GYXE>K|n9Wh<^M*
zRyfr;BTK>?#~zss$>!=t4gu)}95u8vyT--^k=9?5FoUAEeJ-u6Kd0zaQ6~tIQLShy
zDkEA}yuqG2G3@|tP9gdPo(1kEVnjpA>|q>WaYv+r(N%Y&*~d)UKwe6*ud=H>0FA`;
z*XSi!$f#W(SLnUOiBF89R~D_qAlic%<}B-b5&cnX`sN;k&e!qH;@p+g+_UKLB*@VO
zxD*<-$fmaWxk^o@<~n_fIm-oId{)hwJC(Svz?ZGF7xc<vW|i4^IklMLP&UwhjB@hp
zCSLLpI81lhPLKLS1+PZMF53cw(NLm}^rb`o0486`aRz~CS?|udceep=?Tb&u0%eTf
zv@oTBn=MClrNu)gY}Kpd-hunqemDgyf~NETzz6op<v0Wr2L9$GKMhIQiHuxIcFr<q
zbg@8qqzlKezjnhkecLRU_cZMa@PN=YpuS4lU}&{M{K3ckdjn2_0l%7`&F!a*SW0If
zeiWju0*F^v!h)$4EX1W|nVc=<$Cu|h(olKZkIBc>kNx2aC*9nP0w$Mrne${jf*FtM
z!jA`93Kr?pRfk9AHkQOwg$yArR#SV^=2A4W(NV>rsnpjs1XL?|qSDm({$LujbGhdy
zU&;0my~F11`|TsH6D~y~X`$!)<^!G~OQGnNcfFp8i4saz{3D!2p=r-jCEwJo^fxQu
zNK9ZHqaVVm@_st;%VxIV=N8mp2TYgSXyJYp;XNIFuZ-@}Im<QZCUI)4MSfxGBj{9}
z*jtaSlq!Oi+_u%!AHDFAX-La9IGD9ek5Xt__Osyfly^-9LF+Nfbw_gK<))G2gU?C7
zRx;n3huZ+y)aQ<SFVl<iWb4%K&mf-WDK|1kn57Fu)pq<@hKmYKbr2%j=i6ppM@pY9
z3n8NVlFxK9RI(fgvd<6YE$(K_z0^XBr-&kgU(^xNjb;u^eN^NevLVv?zRcws)F!i~
zUgMllkm}2Y5RI%2o{Zs)9-KPmnjQ|f0qnsM{7HP{Nn%<)jaD<W@sRjU(yls2#Mu*s
zvqe4W^r6*YM?VN_^Ux@IUm%yi#bG#)p&26ml$VusMKip$+EZN4H#vTX;V|r?wg{pA
zI6IwvcxCD+=;X9p(zBn#;K!$OhItBc{-Wygrg!haX2sTT!#8Kz8&=>0;l2sum?Thq
z=dt|<6{rK9+cEc_dKG--Dd6N>cRPu;VJ@egKIVC9kDHm_sFaIACcImL)q*3->(y>T
z7Uz~mepBVgWFG$kF~c?>Mgn%bTYKFs>@>=|FWO@;Ho6VQf8u_-9ab3)yI29-vE9Qe
zl^4O96EO&^@eG7YtD+hZ^F=ew!imTQnI3@6y_4x$WFa0&Oh+or1+8QFR9s4V7&}MG
zmWg*5yZsPhl$jccp7+`DP=FhJ`Dv%nxfn!?Trc;*y$~R&zY^}26xmta2IzX`_INeb
z67*%Q5Y_#Zw1!w4m>v>Cf6}pM-6QgOY4T%(_w>>#8?i1pG_hevzwx?}%cDTm=!x^U
z`;Xx*>`}@Atfs{YP$_&T<MtHs?s~!X0Iy7I!J<zSAk3=Iq;~w<2$iF3g3i(~%Wnmv
zm2oK4(_s*#QIQhfd-qwb$kFFr>s6l>aVzoBu#J0KFw~i^DTT^Ad=7Wc3h8jpPQ`#w
z3?168#d2B;!d|iFrz`BuJNQx7oy$g)WqbKvdqm;+9^Zlh^OJ=!aA+LWW_qw_N3Y!5
z3&oZT9A)ZEpf*<2^(RyNh0b^SA*gIY6N%?Y^jX>Qr@GCdypuX!bVn)<b~zsFl~eYP
zP2-TO%614srHb>w>lk-duHp6(G|m}YyP$Du((MSgbWiR>CRnWW7A(!F{T?-Ox9Fi&
z2o;|KpF$b0GLR&R1l8aVBN2d5ybX_eRf)i5&5|5;KDLx=5V4FI#7lLOO9<~jCkavN
z=&!{Uv+)pxw^DRF@z#(c-{DfGHd9q69Wl6-Ydf#Br@=;a76#wLsLJqm>>xZkh0W%0
zBh5NXO@YIO)`M4uzymgEtU*yuXES1hgnU;i)AXa>%2S3;GImc+$^&HSp2tXo)cU%j
z)CTc>UM?kQN0@pZx)717hU3h<rP<No8UUncq~jYvgF*ik?c4X-m;rDoX((Jfo+mZC
zRpVZVWmsAqIC;xANYl_gEa2`vYP=Xv=SXyKS>TL~;rtfZWSa>ptu04*_`Q4z4&f<S
zlSyFX$$137E%H;&W^V2ap=?j<apzkfxs&y_w{lD3;;2qU&8ZlUNcE{49+Jhga=!%0
zN3?KcLO+YJ!r`A>zGLGS(GrWLN0V&Qwmf%O5Dd%jr|g4gF(H-SY4Zj^1h&xfs}+e)
zflc8c@E`jtnoq_Df^dp`_LgWP<!OeVkYmDOIPT?tG^JW4>R`s$4M)5VD?Ktj?6=_e
zCkJ!GV=ag$u{lEK#iQ}##;pg8=zohNg`4)k8eGgQDfw|AFk5fjzZY9u{>;uLiET=Q
znv)N~J4=QUgc&7N0fzbjIbVe$g0sI>hVit2j}J19<I!_i@XZ8omP~kxEfj|WZacL9
z_4K2x?XAP)n-wos_>_~{(!GnPmmAX$bQIab5GSTb+?K`|yk%NGW<*$9+!30|({#JE
zJf?{`Id26gJQ4~?_$}p#OG2QVQS5Va8;e$;<@8x~?ov~B^DMPkCc8rf>mi^?gs`DN
z9a%vrI*zoXCq8J_UW%f!Ik!3!LMO*;EaE9#ZBAeDL6H;+Y%I&lsYT;wZAL<H-F|tZ
zJL|mDy6ixN<^z>nv%j~$UIX{PclkP*cfCVioHj?g1yct$poY8C+g}t&(50Wc4XvnC
zC3+-vE0xUToX!+nv6YxxyVC(foNI@C&c&hoTs&WwHnNR7G)Nt60yS3sieWi2xa5!4
z-dE3St8gyU3kJ;$Vycg@OeQ6*vAGMhfl|>kGpNy7Da($Y#FuA24Dm#CHs*42De3h_
zch@}wYObl9ZHR5|7_H!A0uP|b9Y3hdAmDW;K{94|5wfj<zB<Ey33*owrVfm*ZdoV9
zHDfW!A`Dik-|?xI-llNCjkfU}Fuon~*O*j(d2~KO01FR)i^A6Zi4)GSFS3F^sQfPN
zih)y<rmrp&BssvOJ##{N=Qv({w_$BX?q*g_p}fCWmDamLY4dqf3(-Tug*j{hEe6(r
zXFv@k{^A;;q$`PnjT;ty+FOS;aYUNru_^kV%Yq*6x|*gxg(KTe#jljwb^r~7U8R(o
zXas|adu{GY&#w9Gdx+%2GNy-l!H(K2w}li^a~%QeC}O-fq`Oq-R0LCsfGmYsDopaS
za#i>~6Sr|xmc{5rwRp0l%@-bbeWca!*|FDCXq^KdZ3PACeA<N`@<b6M2k}akx8R=T
zq|sifrYxiN6OKU<EUdW1j{YUwpkpkelly(3GsF(ZtYc26%mFpuu^GJJUyoQ7xXwxf
z&Gp(ww*8R1`r#dgN4c^*8r_k0KF6-==8q!U!Z1N-SJ$b0C>~rdP92REm_GD-q_FqP
z!V5{-Rn(H&(}pO0rp47{U<15Fu6b;mgE^vO_=HtrM}vUnDejf_Q!+?R1IojuJTwd>
z<`%svD2eAF(I&_SLhJ+(8N4sb^WVJTA`LY(bzDh}quWbwyWObh*tumNYd<LTj;^Q2
z+h3X!C2)osTq-}SA)tfrw11?CU&<NUJ|^)ZA``k9-llz52WUyzSsMw`q&UpT&IiWn
zqcaU3ZqIIXRp-n<NmF7b_^*>D8UiN}V-;A{{K+xuczb+aBtQ=<ch238l=6~g%?8jO
zBTAql%HC+OCe#I@21E3!O`orYd?#0)os2ukk*`nn-4H=CpRa`xDF<nr^U$i`L*}Jk
zFWl%-=bWZeD?x_x%W{R`EQ3{yz3faLItQ;KZ~={>_FL3{qxcT32xQtL&LI|zcuF*X
z+JlJN*rF@F2P>iKW?w*=E^s}7lJ}-+s6YZ-B+)b`SijsS3;N<{8hUewEg*#}Yi?`0
zme&v`i<{2AYMJ3)kMac0efZ){9Ej{$8%b6v<z=0CX`n&15FK?q++C+}qoQ*`;vkr6
zoH8k6vaDfLq+_4rWmv+34gZ<k!#HodNgQg(4RTv8z#RUbFjkD#-a`7@Af$H#tE{4j
z#vxhx1f9g>j6q~PX<je?Td!&W-|S6!iKnIN-FWI}<=tv(w%(9KapO@ru^gtY@#-7F
z*1NmI0*PSC$)J>@w9JwEOf>6MqO^lW;gLdm5U|7dc!YEp=+XztB3tz2u|%5&RIBOv
zhM58AMQXaZd+3k#zDJ<)%sECnr66(H>&tW9d*+N(rpY9=im7*m7eOet+d&5R#{&Lv
zpHcNnu$~y;CGTcmA2*D8C*2`d=U6Rn)?H%F$jBxEGx*nf?+DaE6U&0N5bH8y;&%cE
zt3M`0+7|RXKw>*ac~D%Izo<(ZI>P0s39&`7v}A%1_LvnuD?(?}iuJ11s2|(#vkBkK
zHnhdR+J5Hnmse79Rz9GLROPzbWty(Y+nyP~I`)kX%={rw&H|vAR$dvaymH3ujP{nt
zF~?i<6b*-t1+n0|Y#s<#fK{p3y{!@7q}!GvyBKr0);fm0H$AHSbUurm1~!A~)#Td$
z+zmR`0M2|my7d(gTSW4xGCf}BnOR!_q9PeuI?3r+p%2&8xd^|`kc2FIDmPr2o(Uy1
z5X%MP6C@OB!@+PhXfI2b=n|>^)U6vc#r$(iBa;I5_+x|Iw7XN6uq57=)AFv9dEaac
zGLrGBx40H}jHCRKKVKY?a?JRgfC;D$u|}+K9^j2xgq({cd`!17Ggv!!944tO$C}Et
zF{(>E9CcK@?F|ypSW%Sw#B&a-$u`twItM>VFxG}T6Sm~Ld@E7;hTl!SKQ@4uUPDH*
z(55o%vD~bsa41u`PddbLh_<@~wgJB+c7n_+!JFRi+D(%h(-q<I<*M`xTEP&@v`Dd-
z0)l493|_BK4S|D$_}#LKU!o}axJ`Vm9g-Xr-No!Enp<>uIrr<kS^^UmsaXc<5oiP4
zV5S{tIvz2HG4~&oA{=r;B~^(c=*o~Lk?hgdpqw0L;3T$jA*&$9DJ^@q^?BoaN{g+p
zm2h5?M;q<n(cR#C=ppHsthUYT^y=-$MVZ}(q}QiJ<>0Hr1kz6Ql!5Lk>F>W5<u`5>
zVliXy!c5D8;z+^5RoMmH^Me+=wW%rH%U%N}5-8PYO=q}h{IfhFUq`ASV_#?5Pje-{
zIY$prixd~Um2Hdq60G2x8Xe3HsLhqD&fF~x9y7?T%11#g_8xo9X^o8drf6)_#wEHi
zp;vLDDII!Mt;dyKm(QDwVdiM?S)&oz!bAPY5NQC6ZOVIJc`SeVb94ZFiz*wtZRlWF
z0xq`1S_Dhp)E0Nz*Y~@-P~!53X%4gax2QfmjBpF7$hH$<&is#HVNtq9jL`GpfvOP$
z)Pa}7ZraiKTPKqq$0qxLn;o+Nxm!>)()Z+=>|*1AX^)u&pefcWeW1{m7m)8vonoLV
zq&6>LN;*u&(n#YUEd*XE2Oi)Y!BXO@0S)&6t>_+Mf&2@K%MGcLt=KtKRU1%^gd6l3
zDMc7;d785K@hK>l%@GuweAcG%{ftrLi6x$Up2YUwdPe7Rg|}bL#c?kmwVM$=6yqd5
zr$7=+g*}CQiF#k18ViG1N5Gz`V&XfIoE|O6wOsvv4M!DYl)2a<%1~40JKc7UFv_fa
zQi)FTH_??Lkz$lc={86Fq65u~+Ij*t3r2k5T1(i^sXN*|8>Wv|&`%MLQ>bGaX`kGU
zEc3e+*DW;G>H!0j32QY38*jD;&YtI-P6T@BZBp?q`&1>-trDG0`K7_X>KfF;4uBM$
zlBd<h@Rrq`HMmlO_shB&CtI|9f7}uLf*&=AQ=ePH>dF?+eyWQIbFpU>KomogHFsq&
zJrB+GWN_s0b*rvnJv3}lBH6n9$uIqw4|Dp&mpicA&{0c4T1X2R2hp7gZqewdu^hr(
z#B4y>@v9te*-L8^Pb}3SI->0;%}eWX*L?i;ohmfkHEb#qO|f(aj`aIZK6N{axzl^4
z<f6CJSvW0g9#f*K>4!3-aXkw>q=m~!Vo~8=WzeXvzJCbb6LdWCNAEFTw7T>x1c>&L
zTV<kdGfP-mB%Zds2vKV`w}F0wyfkOY_OotGf)`i)QhuI8Pl~xb)|QE5Zkp`n<d$He
z0F`>tUg|pS)!c&7{1msa;32{!ARExCt~>?Qs22Pd51;nKo;<Y`5S8Kwxk8^djMG9S
zm3TU(@us9fHR#xMuCIYQq!qXa%AVkqhfg};G7Vrz$3o@odMKTy`=%xnT7JxQ-=^UH
z&4xL@p3s1j58|NXjzt~^^*bL#=E#T%?BURN%ln1Ar}J59rNQ#MrIe+Vg#sLESxEcu
zn)dh@U`08PyYLo!MY!*$SvWWPy^d1AptrXrd9%fC*F5NCG0zXQ%7_(k4HG*CF&oyY
zg;D4oY=k)1{IaFz9v<S+Mox_|bC-dMeK>2&RO40-KKA|?Z&DkotTwIQ4eFOj{!+8H
ztQXPJJ%g(AVdGGQ_?>(yCAqQ{DcF(Dd!~g#=aDV_D7};S`ZrL6Sz0B&Mq`Af68YP7
zk(5<y?Fp0KKn`ElZ)3cu$}qE$=b~74_#G{oL5E%(T~|+ZLX~Dm?mTHP;cL(3Mtqi)
zNK{q;{7W%xEjq2xK<pJ#in*!obeW?mpm^n16aoM`)uEfUTO{Ss)=}XBYSoV0S8nRc
zD_*;T_?ZEwa2mpNw*9l&Uw%v@@8V{4z__^9V5+6?-y*-fgA`48YC_&hT)Y0bI+Q&@
zB<n-0V~4$Ap9-duiQ;4nr$0v|{)NCo$N-t>^N(SaxAiM>@AD2oM#Z0)`=Qr4_&+~>
zhG8-HS)5RT@*rUTFlbd8EW;x6EkEv)F^vV-Iw_a_9^QZxV>54-kifF|8SSMjCT|S<
zDO~VgEST}YLO~+Cw!+sW9L%o`_pmCapVd*mIHBDhZ#Hd@i)SEa+3?TPy>gtcTW&*N
z#6V%20;AC3?JOaycU1lz-0zA%yuEgm%U#7Y#YtM%(`T5P$GW|h7y_+ChgMM)<1R!Q
z9Fxl^ucsiT4C|vq^z0cLH>oU0Pz_GCbP&Vtu@YJ1x|_Ikeol>8b1s4?iF%Xv!K?=)
zwcOStfx-0F%-iF^_si~*Gbuk?X<ntquoR03tLFKjP1s5#%bH&KJ)WFQnSTc;5i8ia
zxeOgyZ!EOzI@Wuk=5o*IiMG5dB}sOO2@H46N>YZ=Iq-NZCk1e6Qda*x3s?wYX!{P(
ziA2cJ+*Tb-sihRbW`z*qKCCYYHxPR1IX%8IyY~I(A&!?pL0!`#7nd=kclWDvDqVsB
zS1x1L{Oa4`QZWkt_L)m9au#<%-GQZ)_|smbvXEdxT_b6-pM9Hsks0D^3EB)LlUqvn
zQa9H|GKxieb-XR8@|159OCfXE?|QUR!sPD^z{o|D(Ts-9YZaU%%Lb`1L-!xWB9}rg
zs4^YJ*Jng%W3$9nLwItUJcL(@uCUUO1+V71Q!hDzb^(<Hu8jsSS~j^fm=dR~Q&krQ
zhrY@<%wFdbn}1Ik*0t%)yTFXJQc4rONHA3#VL&`$(jzQ(ayOG>zgc`EeV^uf%J(Mz
zuOLd0&3+fnHJP+ULQ0_9^c12X`N~lSZZ`a*&8J(`X)Kb!Jqyu>U{DA0KtW-N`1v@~
z7~&KaN_;pVltPH%#5F<rP4iLWAP=j2-*WOxqYpqUOnHA`B3QNKZ!zgvq}>oKU@|d^
zsprkiOFtt;oI<Q2pax0(u4yGPe`>6vF$%t6>^P=`huQ#Y#<a>O`oGwFtKdkQW=l}m
zVrFJ$W@ctq3tG&~%*@Qpj4f7+nVDH?F*8kl|6H59JNKFm*xK$sOgvPjRi;Ijg-3XV
z`*HVUbN-46=NqX8p|RxHE{&z!jvX8|j;$;Px|F#;#5&M_K1z~jTAE6y3Q0|WHcors
z%<nVhGu&{i9q|!erHVR}u!+l_keWEC%{pbqI_0w*Y~;p|h~*-L4vWz<%!Hy%F0boQ
zL8L-0)^}-M1l?_U0HHmjbZSh!2MCa8%Ce6z7iA3M4TEE;NX0xkJcgtd5I(oyIkw;5
z-;-6@ExFlE!MK0-B-^UUKbib?Jd6MA`T8@Pc-#O7Nlu12lr&qGG`Pe6>G#?EK4}C6
zqmb>6-|&MQegJWIlRaY!_ScK!>qA-D3oX)o!0*EN5h)hj156&>dBg(+zIKt9xC#kN
zFwtw_+yNp|TbkN-_N7d9dbfhY@}a6~TGfb5`SsM0p8nY)My~5Gj|8X}cpS!T*;F4O
zkk|1;8$N=fK81!#-6<xicSYxLq-jwyWvahr%8E>CrKP4RNHgc|RDbn-*)`I~ogD8H
zq)9JSyki@sm8u|1D;dl2?Uo>ckrI3s{M&K>NP!aO0x|<h=JZEE0^Wz&pz&=bts47L
zg8)Q}0fEQ4MTvxDQ6VnOi>oZlQCvc3zsONWW{6>M!dt~r@J@!U=Ucb7LL%EnLl*?f
zx?|I0xc0>=$Uwwpb^chun!oX2e={tXjj*AnF`}k+j3qx~QJ!LB%aQ6L#TQGW6KDB?
z^X#_w^vquDyEwL@Il7g^c^~flIDu{=2|r=wcp}@x<u9H^W&Q$n-|3tN0ryX-!^^LL
zWhcgVwfOP@1u4J%Tb85%An|8#_~tR=XTwB(v}sT{=cb3^uYng{$OHLzcF24y)qT_R
zKJ=8tXUJceaw=4nYCcrxgCgt$cmGT<6#_@d=#E0H_s|&a2#5vKb0OX(LzT`X$SyK?
z)E`P%1$3V_vv|*!!iJ8NWYVEqF}gZe2~ed=kTBYD-)jj9>}y2K*tKL~yrp2<8=jV=
z+#(imv)vxL!2%`wHJL}P3M*H-S*r67csdG<T+BmNZEwlfY0(4fg!Lt_f59NkSq~(j
zM74c}zpUUO{hYZ?FEQC*V)C+PRG#~|b0s}n#YsC+{6t)LhY2bvPiY0)d?2Kl*MoTJ
zMyxHZ(3|UVJL;27IJ9J5Zb@rSq-(Igklso3qhJrwwx+P#BfK-eymaDFLg?l_bG5vg
z+szm+#p{1@=mw8*Nyw28Jf;88L4g;F_etOf8J&JjK#CvCs*#X8qOG|OW*m=MPOvJe
zl!OBJ467yEo`P{&Odi9uEtpr22p=IVZOEg$StwmJV2%;GA_C|tt)lsh^w88%3nBz4
znQisEIP}fEUOL%&3@pR74|x5phf%NvWLi0cL4gw%X9D&$C8|=gn`P`R9$Xp!<TA98
zQXn{tLl{qd0F(_eCnivYc5|z0c1T*1nIcJt<p3d?Z8**tw)U4x0M6_6j6b;7?i^`l
z64h^a^0&vTJKce!kAx2II3!u@4^pAFfWmbN16fB0Sx2&FJKU=QMQtRg3(w#^Vk@p_
zq5_D?4WH_9`w<_|^^0^niFB6!u-07U?dH%K2s**W^hVc4;$Q{;>m|4<1LZ@PKa1;|
z+%+eH{4Kb`<JuXt#B9Xk_j&Fg=LDPcp2Q%AjWrX-oIvQbt|J?Z7?JYi5FI?S!&p+;
zfd*0U5AF=+Jl|eK{<U$<xsep?)HBrflq3B)hOtOQjfh4|JUtbih<870PRe1#Rf7ZP
z9av#RuJakKJL-&O6?r(LPe$wo5);RN4GN<_<a}ZHZXOnANI->4j#mD$-?PH=>Uu0M
z+Ew=+1wX9{;e6Uu%UvIbl@RTM4jpfI>ajbIF#Ume0tYP{$g09Ty-|!){3B1_39a~I
zvo72k^`;4LZh$H5Cfj~q=z`{y9a`#eCB0LI=2`Z*j6Gpl<h+=03qpx4pZSC^v1~9S
zp_y^hG#GS{*Y52!D3@8ew)9cZpS<&$3PM?>5OJCWQuj7MDnDILVAKdclo#~-0Y)UD
zu2N>%Onav9@Pi&WhP|#hpLQrXyD0Fa&v*#O)7^7%t2NhZ+i#wygyyOO13a8gg|a_&
zwC>%4FEVOg{xt?wSAYZ_a^WEUOnn79^+F=bI>4e56x3$UQBi13SO_axR0p*}S*>0P
zZQ@jFTYcSAHRJu_fH$$qa|3TcE>1QaC$-+G8J}9HWs;Pc<w;T$_x^QkndR2wvW+s^
zIWKsCtO%_}8xCa?7-sE*-i{A4KAK{S3qT}#*UCAf7T~SyKJa_ZpAn3Oi7S(!wB>xP
z6!jg<^p(8EhEKgO&y={}-9qpWseif$U@z<!VVP3cL24`&@q)7j14eONP9$t7d%O{9
zEVoKDv4VMxgC#KM3)s&u^f4<ie6bqczzB=cD$|1J)4bh`7xF-jDj%ZZHrMGt(Skuj
zK?)Faw&)z|DUV6FG}Oxg94jbnDC0U~8Vb&HmRa5dNeb6hRgOt2TlPMt@XDCeH=hHG
zh!q`dZ?(@24VAU`$|zM;v=!cBR|rZj$+K2#Em2>Rt$1hb7f4WKS=wE5{p@)BoQh8F
zov|Y%+oy&ThAY`yxJ>iTAD<9xh2lmrrGT>@DjjonxZOubow~njO}AJ}Pn6J<+P=HB
zXH*3;#;*(SIS2xP+RH!?BapECU2#p*JI2bhI1n-em}Il$aB2UHof1F9=Wyotn)5j$
z-vPoAMYXp^#6d4#xx#otB|uoGysJcsEIZBGTt`S)T54PcZ87J^AUOD#_ih_K;lM<N
zhZ@5*FmcxMMmvZ7P|?~jgSylpExbz~gU1#i8bIk9WQ5YAL4Uc?d2_@Bjr~cW<#?_+
zF|GB(;Yhjc)Q;0u`Nfq>bOvyPV22^o;5aZ8VwaY{*6FMs#k--Gr$P%Gh{~Pc?mIo;
zRogCb>3MkPz=czIn?H|r#wq;RiWYs?@^js;vZH?cSt9|x?qh1l7aO(7_-9B#$!yRJ
z@{sVdD!y0dyy8or1?{MSH2b6y5DHfMuK3e@aQ%R6c}v7pII{2!(n5|~7!BySW+Wtg
zUl5hECJb_-dasZVa-&^BxNg8_Ao!yb1SSWU74M&MSO7~-l@q4s0VcXsKsLjur-Jc_
zfP_RKj=w>9FGd_TUAP;(B652FsU0Vmhdm>q6IXL^W88=u{?lq1c#l?D#|h{qG>S*|
z$ysM6Xzg37jOfz1TG_LU0WsrW0461Ii$Pii#p?#5F?szu^iv|UXCji8%AET-l}&+N
z<qYFDX1iUWg$HOO;tAHA18d_0vwoRqe7?GsH_zY`XblBogGeI)T23Pm)N>GQxf_&R
zD-HG``^EBf4bX!=Dz3!s2|4&(L3H0Cp!TPuQN`KQ1G186St~Ou&^7$Hr<BoieD+wk
zhU5GM>pab{TDysRrOv(Vyi?6x$C5jX_WFEFif<sqmJJkE{0+Zf$0MTpW_x~pX?Jz!
z{m~)WQ}Cj<rMO`nx!O{4ZT^9O#}eWiLSMICIVK!b;ZN?+ikSH)MAwds#3wAL>w)Sw
zBNywgf^G-1R^aC3Uhzry%b4Textr&G3Naux;dR_p-|XcDY*BU*i$xK!b&Z!<ObrpE
zrGSP?5s?DxX>H4qL!JS!1=-d?;falDR>I2Zmt;tAo)YGs3Vt@p{N`x4mfXL?stAUa
zjrbTR*N49jCvi7r(xR)VG}&@{`OEXNqd8Uc8^sc27gKQ#!BGu})-RiG^6rpZ38p#Z
zqEX1^RoBY67)f8mTL~k!3Zc~n#wJ`QFLepf(#q7yhKoV->I7VY<8k_Vy?0yHoZaD1
z88>^mc*hT2vx5;S0ii2I+iQ@<_mS+B5Af`u?jrnwd^Z@4c%686hkP(q3m4Xlm-9UJ
zsv^9tS>lc_do0ZPBTgqC<&QTW^RQ409w$*VB(m@bzaKYcKkar+Jqp9iKM__v7xN1+
zmwdr&EWIqLO-i^Wv!#hvJmFql*jcoecCg6PO&iJ3wR4-WTnd#e_*|8I@H3L~j$E+5
zRPFb-DRdClcrE?#F*XnvY~S>bHG~FWGT(3S?`zB~9Z8OGq$)6viIw$F2MQnX`qdtb
zT#SS5PI;tI)Pmc&oRM$+sV3F}TVVB1MyHyK2V#8r7`xUysr#iUZJP%GyDippY#it7
z{^NpzLc1xkNs8WVUaz#azaR;NzZi-C@AvxUzqJ@^QK03RHzbdmTeV1smm$JQ!!aGB
zO$XZa{l=q<qggd(Z|HUF&>}zfWIQ8fpl6o^53*#BFI#hW1pV4kK>8_@mPg~3Jqs`C
zs=8n(=RLBs0>x!<Yh@MLjHetX)^P5xVFAi>4H-tos_FeOzWTuv5L*w&mm^%4Gbi4}
z(rOUFHNwkGwEhe2(5#OgqZ;Yv+(D_hLOn*jb4(!Y=K9aQLSKqK^wU5Mg(UUs3Ne`+
z+NvJpAS6iBwfSFR^cU}v$TzeY+^(9)dGP@ff9vticPzuetOW>UGcXYh2de2qHwtqN
zfrYQ|+ywj>IzH7Cx()gTU!yL++l!$!LR!Pf`&&|q@2-Jg;N|C1tmwD11I<srtcDV6
z;^^+!;y{vpm2N_CbFOI=m~r6mg)FTX)Aq0W^Ur5~=LU_*N4I9V0Q;GwlscI(dxBEb
zb6y;IBPaT+UR><VHTyiM5Gp2q_}lSG`=er7)*sF8D9q#8uPUnaC?h{sRokn%&5EO8
ztm7<x9gnIkEOr9s$@WzeMvP>zmCj-HHo;hcIzka+^dz!Z{bMk-V?lMYKo-k(Zt82k
z0a|Hk(bmhi`{hjw_<O@Ls5poTE(lvnyiu`5tf|BcVkl{gfPwK1my80zgE9Wy(I|DF
zxG9uO^gFc9bH?S(l3d)`@Emyu``@GdMELTI;TWE^XoQ=%HmMOaapkcR&Lnb4$p%%1
zA7Z>vyX64C+Zi?`n0SriF5FXia#COA%kOKT9Vlu(_;pSrn2nG>t~2y}APtN$1n_0(
zoVw&EnjmVv)C6-4fAS1m7~7Xgxnqxp!dUtdk`mfkU70d)?dX!nZTJMlL_9X7f`xEk
zUkkJm3Xdf)OVSd?xr6ZnR8*vCAuPng%EzT|=UJ;3>&^i94&#)ui|X2>L(ZCXFbsIQ
z_UxB-I|KaJ*^Zc-2Tbe92Yv8si$NB=DT<@~1T3}37p11z5Fq;sS7eHt&(ji~Vvq4#
zo_bxGDca!(wkq6^qy{-LybH-5lUWQ|fjggj4q$=*k$NvJ>42S(LIEmBKoMqRPkjZA
zf!EivRh}G+C#kmIQQ=QFo$Usk%TE$5ApPl*H}!ZM>bArn3f+~Vj#%E+8$ip~+)VNC
zY|QyP^voQoqcps22`-`#I5<)K@(1$_rp@Rx2talaS_Ly0^mb+VT6YD7TV=ErT1ROV
zX5_s=c?8641`XM5=&pHRHP3-1(_s~K{-F0$>HSy&F>`lee9ikh&12-2bsbEsOWtVB
zrRnnpb*pr-RPUSrP^~I1g4o6`E~<P7#`ZRd^1u}T+4AQ%YTdYU0V^EKfgTv0Nmi-<
z2@<6hT%xiT4?XXAc5;0Pb!@_i-fgMg8W}d`kd=>5^<%LC0{Eyy!x!WlfcO{?uzj!C
zq+j_c3YBE5<Q_z#!YD-(_c9T(w~pA@WuI8T`{PdaZQd=B9925=CQ_@L>TCr5&@8aH
zsNG;~nHCVQ?dJYVMF(_;(CQe6-rIzcUJDuT>XpFxa5~-ln6at4K@n+qbta9SM5^R3
zCLmu&Teo}&ZW^eI9*`Z8Vzoei5hz`}Vvqq2`QcIp<@-KeozSDnX590r>4?a%?OXbY
z8^Yj*nfNC6l77(@+`%oMae>{<C!B7>mv^#<V6~SI0souZH+WfOzUZt%_gA8dCymVK
z9m_Q;7~P1NOXVtwc?IoA`${Mj>xeOqR(U*DhCn9O_Fs`fl{giCi#{cJ7#p+86CH&P
z1dS8Gn8cIw+Yd9KH5sJXKrd?{VMC{eHOtU;5g(^uq=KKvz9$48)P#Xcn`6X?6z2vC
z*L&xS{WVP4>j&6PI2i_+a#Oz}K`(ibjlsArh--ux&Lm{G21-a^=4~*BwZunZ*93T_
za6r65>(m=2$z-gZ?>}ZTx_*I?$pk8E$3-&o>(@8103)>2H&Y}zi$J;b(clTh2F$VE
z{&2;|W>CuQ`$2YJ1Hy2l27&GG^Mv>On6M}rkr2;@x9z*Oj6&YTl|jpPH;<9WxW-^@
z!}m`N-wewQ#BYDc3ivlE$y2GLpG3jkb8r%+A0S20)aFE&pO^ym;2hx!Gw!V_cGA^&
z0d`%LrAM42_mG+5jF0T{;?S`QanX`K3T3Vo4uK}@e6iR#trO?|*w=btN$?v~^eOlh
zBve%1ac6s0!Wal<%0SZu+)_)gA_{jhLoEhN%u{==qG;xGPY^nBJw=B_!56AOv<}+)
zV&Ea$NJti8)gOYd*48T}^Zu};J5u<JObU+thUR}}P6XjCj)`x^IB<n%Gpw<4yO;<s
zqclvnI9!)gm}2VXo{R~%N6lrKHw?@`zaxb}OD6&SxW0eAEt3uT3DF`-l;R%<o7P|Z
z63TKFq~x`47>Jf^nhAts!R;Fu68&lo!nHfoGf?_YzM58nx`K3PoFl=Z;Av1z<spzC
z6#_NgoZ*B=?!>cquQK{_j0cg_-F`Au7Dl-tl{EXZsTV<^&n~gB*Zq|WnJ=Lhi@F<H
zIP7sa0=HJzMdE6Hld*jNg5LBvTNtlSHlMUeyAw@WoP}R8rR<D<q7353Uxbi)=t5`{
zE3~BTqevclsXRo-heV||5E8<-Qjr-h82o&@O!BUKlt_ILx6L%Qp3{emalc<=3b*pv
ziJzgoHCsRH*fFB&%+@ZSPN=r%NWDS|u#5Ok`A?ftgmS=XWKGw~_Nsu1cQ=&$$-UO3
z7RTg~4`a(pwa{7=GDnqs4lpTb=DZJj$5KUAZ44Rrt9-UjB5<)B4G-6++)eI$@YwTU
z*C9LI@7ASuS%xsj<t9yne?>(l@lJLct_S}h1s99Hw-J=6k8%Ei^Kpd4hiSNApI{2i
zk+kt}5@5V6rYmNe{(y>2Ww0zsT>`YrCpwlH(%|&x=y=Xsg|PpGG3b8iWZc+kkX{Z_
zh1~9(OYlpocYl~RW;~&zJk&ta*SBw5l_rBsA0b!J*0yiaN@rHYw)rtX`@Ac{SWQR4
z3OFg{UI`{nr5Rk<Z*gmigg{Gi!nL_`UgfKqsefpo=<$XEyy^x{@(r89>A0)T<%20P
z%|o}D3N8UA*BtRRM|Xh<7q1)IVP4Na#><9J77HoBnH5WQdITvMp3&;TjAMEu78V(p
zsD2aR1`I80I`uCPV!_V<WoozDDX>P&@(J^jIN!^n^fw*3LbmD|hBJ-Z;~!}ow3)sS
z{vdaoGen;xGFJ&Z7&{2|=vqBusxMMkhH{-G+9HDTJ0lf<^X))6M7f?aU@GX#T()fC
zl?y}S5Hc)v2j!QR{1ob?XyrrD3eQ7kEg>`r9s7fjq+^?^i3tP2ykHH_3#D&L7Q4|U
z#xDERq?4ZQw^xd^A@6U_f}q6yhHb&Uxm~vd1iTqPP9>47-!X^Aq})ZsSSdQ|2qIJr
zVPS8LB)zjnyao44bGoveBz!+6Roj>v>Oxl~!RXy2xSKByi{T23dfP-dzkI1h{c|aO
zY=HB$D$7CHT;ftc2i6?%D#~9vkD-`VI_@uky{{nH1M`_OYk|$L@McQYaf;l!BEB$n
z;c#91@oUo~S6ji?)rkd~9QtkG1^0?~<oN-qGTpju`r{$|0}b?~J(yQwXHQu?DCTNv
zIq7P-`&Tx_mD%JrYF%5O2MPBDaeGoYW!Wm%JyXB#{o{I$qKv<Uk<Bxd!V9{FN7mlC
zD06*p@cV<=6<89*tp5I`FsDDbhMGi{@4lG7a$uOlc1V^@LX*5rT8uR|kV%uk=9UE?
zt$qe?T*71|#twN>!mQkvktr)6js8&Z4SUz?+f0aXQ1ZM27m406;CFf`5PuFSnl;#E
zH>>+K`do0)BjWaxXzVR@teVu_L=z&uA6^z$2YNUjT6H-Iyd`O5rlUHN#CZc-g+iZa
z<sm5HLoC^NUJ`UFaksieI{_8rTB37gX(&s_jJLw=lAPBqm&99hE~UuRomPlK5vq}+
zO^xS@&+4SXY>p(BiOfqvzITUH^rph7J!oL)gjst~86p_-j$5Q4?tx|C66)PR@{t%b
zRXUHn+1rCwsNX4%%eKm!R_kuMYzvfn7zJ6+qKirfHHxo$Kg2Ff{GV}bei$29#Oal9
z&~N{E$&*BRnW@t2P3t$Y9>Y>FQ)u__vA+c$Sgierxeq`uqePJ=kO~P>jz}p&6+$e@
z=M50IVEYMBg#FoLhr3$8|FIYey?G8HHSX1k-+%0f3?Rin&+q=!5oM`TI!o4EW1=WQ
z1p$sQqIWF3iki;~xzWz-H{)!6kW`VG5$7^f?-{i?l3Ca*D?qk5PDX`+TNgG&O^^`g
zc`K^1^HkexBc&fMlR;E$qE=m_R>KyHZKF`JiMn)1S*G@eYb`)QM_-NTv)Z{`jOCDs
z1*Wz4HxfP$jrSlf0IuY6IV=^{g+Bf~+(0$Mx{gv9%=o;RMhOsL-fs#yvTp<$o8^Q^
z;dWv{%InR*oS;{2@M;_*XbBw_48kWJN}tWep1F4?Rd%A4B`yZ~<&5)H$M)IADgwwI
z6I6N~KaKKgd>uUSdml7575VC70YMbF2IU-(;BA)8IK(Am+dTHmxX>QISi(0OqrE(R
z()%uk#H}vxF%*N()-0p1%sx8;%qM#o)~rVVk5N<6`8e*Q6bIB5qSNasNofV7x#4h;
z_na71VQB<xT|RB&k6>A7_3kRqd@b`f|FSGt@!Pv7iTL&dGhO0Q7bti%<1f+b(p}jd
zc)`Y>;EdZ(N5cN3H1iS-B<l&D9B`KQu$?&SSPK0Qn+}5$VeA0x)=V@f82a!p50pT{
zFo%IWsnAHNbCVqjzdd>EYjo9pQ{3bszDbn9FxhQ?z0Zl<T31qz8($`H;(0wb^Nmn+
z>IU0zsCc~BRus8p{U3|^8uDbXnp1+WG<=A)m*Mq)MM}D=lgpInn!Fm?``WxLw6RDf
z@)XGvDx*&&Fnkfn=B7TsQHbSxPgv+jlH@+fkq9=8hFiH6W?z@|dHpsoDW65P2>E*h
zZFf=-YwRN~1uxKPkqiuP+2=pjBDTEL^&+YOVsPv?IWs^uTIHrS8ikhjAe31xzYx9^
zVaJt#9#1J!-JW~-`1e$H4j5W|gjv_DO&}~I)aMmZiCPV8Vt^e_Qdt|3jK?*OqRANB
z;@$ezZvHaS;1y-Z8C}{X+F8WOoyX8HOlFl#Vj+*i#Odud!;0z0$09ZXvJtX&CYkK?
zP6QLtOi!M!CQc98Dyvp=UvSZ>KBxus{x;e-vldUARDIRdc7?;MoRZPqp<WV>c*@u@
zsXoyRhm1PkPE=jkpK3@{zHuS3d?vEf+loMRZod6huixR!l;|X)V!aQdx%N~fZ|Y1;
zuL+>5cwyJ?r*b3pkD>=>m6_uf%dE5D-GA*P|NiuqPZLbID#A|@P*~q8r4_Z`#}uS~
z97|JhBWB>Jsqn;0MV-9ebn$y-BpN6U1qI@WjF#jgq_Y20vX7!bjOX2EN_2HQC5xzq
zNlmWFNUo{lM9asK6MlwlnTIt;?=*RstF}B`)iL<xmcYzZ`c5idl8owK1^2gwap&S4
znFt0hb!wksbu5_Xr5)uN{^J0%Nt_zKo5%z4f-S3i=OffBm4&!n8HN1*J43PeO#rvo
zc2M5tYDghQkjg<3o~C}<9;q>8OlcZ=our}HEh;-+iPgw8&l7DV_RTX*Lu1D7Ed!(>
z2b-y}E~}~bfWjCap!NG^4(fBdYx#Ar(>=0N7s9oU5!e8MnkzA->i}v{8|ggPVb%4H
znKJQrX3r)JB;xxTYFgJY*k@>Yv7U;(0k+}I2(L?irDKv+PVu}d)n3;A6M?Jd{s=#3
zcjEg@8U2s1Xe1k9O#41K&#BW-#sxK;>aqC*(RxJqQCgs=Z<4;{-=~;X;{vR;w-0y=
zq%^4nz>%M0-5wo+1+xf6!e!>Ml!ZU8*Z(4!xlYIV{}GBv_6Eoqvv%T8B35A~AAg5f
zc7k51KnoI#lpas71X`JAWs9H}1t#nbEmGQQw(Yu7t&1&id!#bu#KB_Onhgt5_Y9JJ
zB}S7HM8itSKRuJUXbivTEeR&6silQQ_6j_Mw4{(}t6booxaXDk4&LVJprFQsE#>T#
z^NV*ru&xI2>sPf#G|rmU)z?&QlM8a>Ny&4Np<a+2_hBKJdHuCbqj#2U5KbL=66o<9
ze6=THw}rkAY|@&n<Id0_gxjWt05eDvI;ybzwPt`j7DvWMZFnr5vaMSyA-pu9TKrwK
z1_M6dr^iCoNYyUe_W?BoHO#`y)yDmy^U@>QpO>}Qz;X0CF8gkQIi9XUSS+DX@~-x|
zW_7!!Y)E6?mPwt1qgMvMb#53GBe%GH@C@sdd+e1do`r6!dUkRZHR?;d*j8bb$!M=I
z4T3-4rFnVnTC#%1y!fT`N$zIF$d4s~IlE~%N8cJI%*5SkV|h}2wVy(W>B%ZEnrTRQ
z6OT?QA9ubsUtWCQf6!BTTk>`Q!BI`>X=iF=^uq$XOH-7kRSDocu7fewQ@?F5_wCtO
z?52C$uXD1t$h5*WXzwGN)qier;dWZwWACz}1vwvMwhIUZNr7A}^YR+BpAO_?E$}U8
z26CtRVwAj<!0>-N*o53({t5o%>GW%o;21c($ucaR!|fXv3*<X{=<buRlWx-NfjWlR
z?PwnwN&g7gavO^a6@1xcdBXyknW>;4aQgbG<Ls#Gxlk3?{;*zo;cJZz-kJL3%(gAR
zS$nU)@i6uNXvsZXwSwDeRL`$3CzsQ%XV&RG&A7&7xjdA!Mc|>TGHFVZwVdbNy$0d*
z6P&%NUUme3?M-L;RWm)X8;dHRpWtGtgk&z~#xUQqV60_GsB#A4&hXiF@3%yLvOUow
z*8TCx&&=i8CqBN`^!uLzjfeF&4RuaC`u^@;M%!+DF$8h7`X`5RKMC0Noi2n97S>tW
zN=)@;xY~2k9Y1%M5#+O;nhqW)el5+sj<&oyy$134rdce^a12<>*mSMvdh<t~&QF~)
zbczYTU<Y__&$Qf3A-+h<W_|e?M4cyE+?@Z^e|9<fa$O;NKJnW<b&1-1^{0~2YkJ!K
zjI(*GRnt%?)qH&8zWmwg{XC}ejkE6HkaIeX@%-H}!Ldr5<$D{my!)?`PI*GRm0=?}
zGnn5F%lJawPmd!G?tEHc=mBB|NSgoW>;DYF|Ct5<-z<b3e2{MemaGkh|AdeCU*!k?
zsY%Gp2q2~ZcUsqfY6bp>QiZJlMn3zm!i4{WQibg7gbb1<7G~zogshx^GKK(>UPpVo
ze^~7Q$At?2jj#59t5D&pg$k(}V#uC@Q81EHJQCuXagvzm=Jz+keFVSAa11qOMx`Zb
z|1^TA+(HV+4sW~e@lsU?9drHYpKm@;0=`bU^jr3)IGlH5c=f9dk&&ikjxU-s1+%9$
zT-w}o!Z3B9Ag%p^eT79C8JRkqcW+`V-5%HACPeTu%^&{FkhqTLghUJs40YAjUG2Xa
z$Q!-<>|V^KEww<Hqlu{nCBL}bme0=4(pcUr8|ox9+qHCb4$}Q1927OBlZ_vP1f|23
zg#gb)ima@x^k%FbA0Kacy}QP5^?s((&~vb}9}XaCY9p4g3C1eAbA*u63E2lX;dZyQ
zv@|u{Z%w+ox%Cnl>YarCzPz-t<r+~YwA3V%Jodj5OmKt-Cn60qgH*l}mAJmXCcwqT
z#mC3T!~10H@0y0PV+MwRL3E^HtdRLx5I=wTbSk!_Jo>|733=v2#6J54+}F|35m4UI
z)z#J4_v?W0zHsH0i=Q7J1~F1n<FNb+Q_4`c8C5=k1IoD>lOE6jBT!pgTUY1zCU_r-
z;Smo+3!Fgg=uG*;N+|XW25reQAP{ldrGs(s>wePK&d$%H@wG9{*4DOu6jWngI5w3S
zjjfGgQ7=*&nUl!sF+`Lr9Nkh1dx#L3XlrZhle=lh^y!@>b>}!MJU}u~6*VMQMG0GX
zd(q!>IqQzgKpahMOi8Sy6D_4DzQa5~m=^@4VD<Zj119epG%PL<J-LJ-<uRvXgMFyp
zaU5|}Fg_qLs0T}hEUajZ2)3^o)o=QuF87r)T+mxUTaiV0H2PySkqMco`4E#xJ3f)b
z#l*x|xrB$c&6AR=FvQ#o?3y1^l9D)>mvY)!v{Yqkl?e|i7{mfYVhJr?{%3_fT4A|y
zXUU6~DfrQEGEp5FFE1~Zm{RsHPhV@dVxdDuxI#w%@}yW?LTDmkLOD95gk&2Y#C1$2
zWQvLs;hR}I#7M*~OeG+3==jMh%XoN6O6UM%cb2q^aA#JB1^9bGNO?h4$=-zk;~Vud
zGd&l<O1!|?)4#&;d9l#3wkq6r?cffxK{#OH8Bz)8#mBY6XM~6iEXmv(hT6fg#4d9+
zYUZO>Gqexrq&UI!A^vlU<C#|sZ55&O?_^2YuEs~TRb-b`glt{`&gh=&T#%pbmGR*?
zU@kaYI|O5+JN!QiTX_h7Ef1vz=H)*Ks|RgFsgGOMi*HQK-xH1sA}=WwUqznrMi#HZ
z5%)F8l2U^e^kO#_<q3r#Hz3Tfg#sfrx$L_33ASh~Ps^RYBK6M$pMH~-ti=$1+LACL
z)JnCxh@|hhR;dcy76>+qz7dKeqIWRf(zKq1aMAsx5Z`{)7F@T{EJ^8|UFuCW+h6&5
z+yVInpHdrnb^2-oMHXw6*rco<9IT7n)WKKX>lKsicq3G{@x|8dXP5bWp#8cCY2RiV
zrd$nNG#w$nVD^epR@Wg<)XMoioXzvv303hFZhn*<k$t4~@p^x6Lfl+}7T?@eKY`pk
zqt7f1Bb@dN$#s%~Hu06qgGu(PUfAcx@b2LFtUicwr3rl+154A`AR!<vJHQV}`(0Mz
zKhwbfXw`pIEfW*xzcZr$i;4R`DB%Cf3eNC9RV$X6`QJ4#6C>;Yq6+>ulJNg66`TX%
zu0E7GQdjs(L)F<P>iO*FqLtB-l}P(JTFN8!a?7>nWmRGA<GMPSP;rrR3NayZH#7(_
zBy@0mJYr%zzN91(UjQodrhYmjtkbw#k8h8UJbrH2^JK=|^yGII%YEzXCCBv)4zNbt
zpR29TpHq1w*&HCfpT`A@A_4Cbe?%(YPeu=BMJmF8pX2<)l%Ho3Mhe1|5kRj9fDuZr
z@<`%D5K8cWYzlzjOK%BCd^xTzHrg5Mj>(~@=)V*B<@JXA%-9jBpeZA>FLk8BseN@k
zzxK34{BBLXg6g7QNq$f~%dCI|COLOo%;l#P5=PzMpfe#V=U7*Br;K@m4X*wq%TOD6
z+$k4+2<Lauk?v|?H72=GLp_9?l&dn|;gAoZd=OB#MrhPdLw#OWPLma7v<8|hf<^4M
z)Rh*w|Bf3-GP6O3<<?bl)pA{$BOtgdFhk?3-5Gvp^whY)fF=iYh+2f%!p)9x$$y*V
zekn3@aDo%LN9CjOxvL+Q`8@Oyc~-z`2?^7&SGZp4ho5R5{5J+gS?B3;qq*rSy07Ns
z6Z|wqhy(2inm1Y80|dkdf9_MCyabDAyge8EX(anB3BI~P-<BG#8R>WOz2aGF#!XV(
zv+pJmk>}OypesQO-c4R+-o1$W5)*`LC5CsZ>dNB2*;ehuRRO>cy6<1W_R4no*4%gZ
zOv0|u?inR`k>GQHctGGMXzAHcaa&ylf9B+cj!<HoM+EBEnWg=8bWaK_1ExrMepL8Y
zXQaXnND0PA_%<KNZiW^)O_#k<#CBSEs=cc@>Ga#anL;iJ!&BTz5^haD&qN!*m#z^X
z&N;<8dQ|3KH@Qd+=)FirREsztvD?}}<^om~ayclEA$y(~?Ru)Jxrh|ucgB|%;V(9<
zx!JyE2E*o}r<<w$D*J3CN6VWHf8ao0e$-ddT$sgGH?2I&8W~P=%}S=8v2EtJ{;4#I
z^Qee@M+B!Iat>p;W&<tzwX$h_lfS3J+o*zeQsGw(xgwEA*1huVp}b1AZj$sd8JK;>
z_`w<|aeA@V^u4>wz{bYrz3|(h4@3o>zHK+KzhAg!3$V#g(05L<_R0btDpMcd8A(k|
zrK#&uRyQYAuh!hN%i-%;Bfqhi?TyhodMqXOK|V_8-I?*+`Lvl!7pSej>cPs8G+82m
z><?b?8=a}JrmVKmP0?Usa?r?I0{`x&d=@Y@-R5WOem`u+S6Lv)N^0RG5&RUsp{yw{
z=X_c<@;f=dzWlwz?#iV~^}Oj6XYs!B(=DeVqTA~^*L^>t^woqIhz0$D20S^}^Q@v#
zn52(kq7M21=KN6jZ9MUVO3H*<p47*>mp$jp0+d7TV(nZ5<tf8&O%LX95j4|0`Cwz9
zsc{v`4Re-UFMiT|aOdP`mBa9n-91_PUIc;9I2)YqDBEco7+>8QEJ;sY-SuHk!fGmF
zB!NT%+bUKmnV*$LMwYvbLY_v$FQd><&<nSL-}rrCuyD&wcEfcwU@CMueqcm?fP>_i
zO+G9sIX>TcERn2~a1MFwIGD`uJ{q4-+e(tR)o!P!xOh-ghqlmJ!sQ?Vg1^x`Z8d-0
z=wLr#tXwh1=b3}7xAOLuYt0evx1FjNOr_z$QpszRGR=(>RA^Rwese{|=|$5Fdq`yF
z%gq47JCC&do!jNQnvK}J+m=h3#jU33sYDet*pHXp#zsIv6^WqWH%a`9C%N}4UZkzQ
zFab34;crVCn~!w5`V&|=QSGP+HO5g@EjTFYikq6>+le>z#IZbAoa_yj=Y0!nYinV6
zuIUz0ET)r;H3G+qkpT+?;>{6Pb?=rmcX=ppS(@ikkXu|fSr#LB<RCS#rzw?<g3Fts
zliN7-AH)?KgQ{)96f`@HhhLB9tg6jaWM1mW>UCRs=j_R)#l`8uVlucKw%G#>j_EZD
zdHmWa`?rTl3foO1n@1GKisKDp#D<%t^L5D5M@0#OxL}f*pr4y|b+%nzo>`L1njU3_
z5q9(&U(=D78gV?v8s0Aw4(TZN@e-8`adz%)^@Kdx67SXp+A<bLl~uLO;L(}x18^Lx
z_XjH*KJQO1SDRWj`tu6>uf=L=Okv8wydaF10^6EBW(-m3NCM2@dkE{^k(w?$)Ob3l
z4Yy<zaEw|dNbBD=>+B!u{2Pk28ZK*vRDB(9`_CTgHm_Ou!pXj0uP4Z)>R|dO(b2Ge
z8O`IpzMq~|q3X4|7HZV3iqP)dehIYkH`hDX6IIp*d(7ZJA}-%;2UQXFJ8pGqI_xs1
zk=K13I~ufUf%5c|qe#yF#*nQ-V6&K0Sw}DsG=W0^7bBL!fu~{$Cj*wJwp6exZTI)r
zdq9IF?NXHnLyM`D+u0)2TsKp%WCUF@F?Aa8IMXeliXEHArj@yeS3ALW5sUJ;!lx>R
z3-PsZXR!5N)**9%cMa4fQVVT=SX*F+{YzaiVu``-w%2uvVgvC7kuf-(k*AT-0hU>|
z;d*5E529AZNPLOi06WUNY?=}LMxw=hVtgL&4vQ6Ai9(B~7zKvWgkBJ(?CbZUrY7_A
zvQ0}|CAlm`lr>P;uafYZaEDmo6lCq>={$iQRCeuOK;uG2ei-z+<!UteYpSFa6gc-2
z$*aPrO)wk5^0emWGdbb(5TA`IuFIj48)^(L7051rU(6<3vFp{5KPI&=hF%P^@R-S~
z1-sj7p|+LXG6*zm-0feen<;I~%{f0G7UcSh$oaos4&c|C#-4VA5Gq}y-y&&h>#2sS
zR)wh~h=2=vXC_?l+P@FXq~N@K@~X|s)XiIod3}*IqH9LqY1|~kP$TqG1bgkr$`2(@
zjQJQzn(i^AjM3f2+x1uec3QlzG5O$VC(jQ8v?VdHkyy5UKh)CFQt1b$Y;|R2BQriG
zuY0`@8B_3l>9NmzX0jZWBR(44?0lVQ={qcJ$OD=~cPqIQ{f6EWCqs9?xGZ(n?D+Tt
z&Tv_%v|#0w!KhM)#R55vedQ?%h5RDt?YTpLFqEZDqU}oUPa&ZIA2p_6W&R>$P$y*?
zR@q!GQlTaW6O*Rro}Gooz;fwjsDLEYmzgT-i&vY_Rw1>fwOL5X22Wv0wFPsJUoCk^
zd3GYP%EsxdLsF}nNLw8)_hVUdp;>l4Yt6@iW6ee~a@{Y;5=w4xUd^6Wn@UAsrS#zn
zs#(FI()SV<x$@dYV#ydqV8wC0j1qJt)|&e$LF!K8vX1S(9|NH@6m`O}%Gh|!#^F@K
zi-Q9Q0=yIyBT!+(ysxjX61Wb*+F8ZDUvE}MzI0@vijk#K`5;<k>Q2<!h)qRMYAUM)
zsh4X!hbx6N!`6G8MUU7K>L;N5K82|06Sq9)^=&FNw^B{lpF4Tbe_Ye~udp}vnQ$qG
zZeGfZViQLjh&`XLY{nC327y6;q%V7X+>SKqKWgy;-b2^mFPFxovl#D5ThoSNfiyX5
zEiXxnrf);13>HeD=`RV^xFRMkU~nn_u97&35U}-l;MC+dT?M83c;=*i!5j=)((E>Z
z=avp4B{vwqE&gOX#L5#X!_ci-BQXzeQwtccI(mzR80n)nLHOld_kjw^Kwn!!dTP~#
z7oTIHs+ZuL&XRW)yS4FH1<ED<Pi?icgEbM9hF1nA+G$zD@ERNIifTJsSSR~l#sX9?
zQYd_!Uyo-?>gLVT3bL}zmG-y$L+T}q517JK>$qr)iNo|)%T!_3K<;E1;?}~X*7c%%
zVskW~7RJoS#Qc}Hq9PbR36uNLx-hJcu_AGC6V%WPJUwfn@6=KEx1R@EGh7RMN{Q&~
zhEz@%<jKn`D|wFNRO<GLr|j%R)U~Q_k1P6VLuw#=sHU}+@-*C`if?&NO=Qe!AlBtL
zK#ypwmd<l-AnAG4nsGpLwbQNz=568Y&p)NPVtq%`1dEn~pCAQ7*kXU|SSnvE3<N7<
z`v6p=8fwNoMUJ!b&!0JbVP`r(rY5$ZcM}X%TsD6(g)1J2=M)X^N5`qUIGIw_Tki4r
zV>B?-vasv>jL_6_(rlQU{Qjg9YzSuoBYdg7C|VlT7ZbaVCsR#(HCV4Pw^U1y3=MHr
zQ-ms7wxq8AInMdqp7PFTQ>v6h^3xA+9fT2CLAw>H$C%;HM#@|34^z&jWazpPMw2Xk
zp!>bKpCpw5yi{pH#yVIbZQ4Wukmd~iB3U8so=wkVcCPC(E7HnC;0%1|(Je-B=_}F~
z3AB;EG;d_QyXx9Z!V|kUWl6!;=X+M5w4A6;@Q2F5_(MZ$>+-k=R+P^IacKl#waRm2
zn+l%x+oTBR#tEK&AZ4koya>cdZ|iow&y4#hXgl~3IDB|}NNqP(S1M|4Wle|A4AvJe
zihtCCwCMNx^1qS}ELNy2DJT9o(bCeAw?y;+{7Lb9<Y}r^_gSQeN6d*Oc6JntlO#4C
z2Nw(qH?(GXMyQJzv6s>!NiiXR2dcM)iZPSmAbb9Pq8Tjp<bFB=XDAAqz-zV*(7d0W
zpHCZdRyQj$fHlcYRx#D4x*t;nZK;A)0eeZxEzKVGK~f&xU6WHSifAl;J18`!87b18
zItoafqM-D~>W@*b0#_W^sO$Z*+!-k>B&MnPo6cl(F=1(E1X&_*vhsKKtQ)w9r$vJ0
zcPfePubr3ueO<Yix|Ec-^4hD6+<>w!*SXwD15$oXtlD@LOa1D<_C?8WHS9^$ig{jF
zTr}`vZ}o-)iyw*PtY8gt|JHAIQ1Gxy{}2C~X&y`>FdPcq)bQR#C(qE^0Xi9}z;#9-
zgWvY|E96YCOV(!a@@)>k&WxNIceHza)>9k(bCg^95H6TDDMM&PpOID7MZ@6ns&SLV
zdLcKBwV$p!ub+M&0HoF--bMk14@p{X>E|G)ytBU0Mu8%W>{7O<T=5Fbm`cjvlNT1T
zJH0-dcd%r8>I|kBiM@zwpuPWl$G3{bZ5PYTuWA;t$#jZ4e&Y1IAw+qfQIeL(LV@og
z_80?$N0>@+<O@tgQAL2fwY0oy(>qEF(1X<2>q%an;rz>Lkpu!wcK7>L=kP~yesGI^
zfE-OUV1qA7qrBuN`+1&#l1z;9C*JPv_^0~Wds7&x_|Ux6dDN5<n4<JK=4nR1tQ_y%
zD2d$E1@NoKNlw{u@&n5Zuh9Zql}1Czyckvra!FE>t3^(u1l7tJl3*gSrlQrmjuyp;
zN1i;Tc2R;~G^})j*{>(sITJBhT+Ufe5O$nUAlb@t0l;bCCoZ$HV2A?l@YC5#KHrLK
z4YC&^=d8m3$t#kwR2B*<@ZgxCRb;;ZzNT!*l8Dw3J0>?XWynC5ZO0gNHuGnq3_TMy
zcb@N?MTQWWrU59ULP!!|XNGk$A}K$(D3WJ2!&SRlbWj8doyrMqp%Q1RRUrvG=$-6<
z=43k7pmC^HQ-=`?h{cp1i6f}{H5s`aEnW{qN}pk2%3c)^gRwe{KG7_nv05UN_J=yH
zL>LpsbN9=g+;WvnH&IQ2kM<RcReFJwxZ$R!l~tdou!%5@+JW@x!iGo~9{*VrkZ!`|
zt>@y%8c0eUs;rw80ZV0QAlCITFJl>JI-PBi;&iV5ElgCgl<T@~p}rL9yl80o1!V3E
z6TV`tt<~XNF<{9ut{o%>Il~jnWmmTfkE)~}dCe0`IuDckTmH&vFx+$g_~&m~d6Z+1
zMgK%A5g|JHS$M5T`_}M+WM4jjUBuo*t`|TctS~A>s9bB2KzOi?0zTTToe_>!bx6br
z;1Q?_2QExet5WBx!&2~emOa!@(GhWnm=p;1qB5lr_uzq{N|o6(2&@nw|I{52jn{ju
zl;D;A^NMoc7&1bD_N#RM>wvQ`u~EfkT5Zr#9Jyp7jUkP(o~Z3X)H(0QygXIb2_BD|
zHJzyA<8DH(DkUP=gyky!)3TwobXa<rMq5f!(q3;bJ%&u?dFLr)5~WK{fokL@JP%6y
zQv<YV>WYFSrP#%egTZ;o!McF@frP2q?P-}(w&<W<8n1cv>VBf6ITbAUT8}M_6`xc4
z8ABrF(dxbvlF^Uru6ubV(akMF!y@F->geZ#7q-gZ+n!b01ynZJNjn}i85tR+OXH$p
zPmzUUR~R~3JFVjll8&k;Nim^+d#;(={BX7So`W>UGF97<|MnR4x}d}=E&NV4V#rkO
z(s6|@SHUS=VICqAB~_A6+wnNT<C0ScJEv$RGw%6%JD0oPbltEKirrRG;4{%~%4~DJ
zTsP2eaG=RYOVx5QIw&RrleXq*;52D}=Wl{0L#-vC2Em&*&y>Xz21jV)L1Lc*gxgG_
z7$%pNl&twdfXlz+H=%1CJxo9iIWy*@o1w6-HdhabcI5xkE4n3f){L86p6x=|h-3Ld
zX3u~r?g^ihE?Y3MZsmfuINGM}kZQe1CK{|HU02urq-`@E9XB}j4zT`WPKyztV(9ea
zi_Fl}lx=PUAn+ke0gN!c`ZaPzc3rpPel!%bl*@z}M{uj8_d^^Zc}asf<jp@=`eaap
zXh;w^S&5!FN+meR?kMrtER)$yO5@aH=i~U_%x_4BWBbeK0V&IWf(BML^<W?SVHjRE
zU<M_ITIAA0?BN{)#jAL&c@lmR*&fkLUiRlCI1FJ580B3v*zHXd+=zlrYI=CQGL7IG
zMaoh{Ob<mr;TE3Ut>GqoUeGjn^7y<tzmHQW<XWpOljnrT%EwCn94>8c5^r2}Z8Q_S
z0!y5O%!m0i+P*QUen8_5y!zR3$#6$$0``)=u28tN0nlCxhUSoY2Oj`KMXQB)p?!b3
z&K|f>iL*J5JG^K)7B3*ZNB>~r626L}P+-rrP<+<pQY}rNv_yDK)Lu1Jj{kO$mTYob
zpQ7ycuW&eXrIOHTp;#0t@&~b=&!bx2jZ-=iAK%uA1i?1G$03qm4fwYAz1+JzQK$WA
zaVlJU(vn;D1O}tQapMmqQMleXtsd9!aB9Hu-u}c$RdIX>&Me0z^-~pl$MG;OE)HRj
zk-NPLguRV%eJ{liGI+=R0FLBDJ2L4erF4t6;{;~5aajEVV`V~Fls(Da*J{l*yXc4n
zj6-@fn@LC%yd-+ks;;|qDraUSilK*7(kGssgtiRcZS*A9>#A5P>4F2tYPq`oIMd4e
zX}>UveqW-}VgDupW(0h-e*ZnM#D<ls41Tltb)u@?m?Ns~Ylj@K`L);k0iCr#e5q1|
zoj8w9oAL-7DG#O6#QtyV^$I3;yOdmGKs-vPm3qI+`LZEX7N8|353)UP8if3nHEkkV
zO?WHmS$Vq~Ze%xZEN=`@9k}A-WKl5}5JOT05>yh*Bt*VYU4#AbeIe2YnhKG&nox_I
z6Q&CCcgda#wyawf35<+Kz>B&^QQ$3TLF*Yo;C~@Zr<c^{r7tYO54<dYri<0|lWcP&
zKF{SZpK3y=;d@1jcMMJg_Woj~%A|ktjS)dr;`V;AKXLyPzFz0cH8bg!om1u{4>BDg
zm7cVV$(}9Hl<)F8!lwsTf!d$KJNvzsesSE<DT#B-$c$JY30^G!Gi0cpdG1IQRY_Y{
z*V^RHSX6kFAxQlMJRceH&#F13iv9DkbqPB*kk7SS%}Nxeo!y{lq;qsh3wMNfRC4Z1
z{M`iuv;7j@>yrDNw$N`raikJhv6)=H9Krw=_zwSic)UDc;}?FLmmK@5qrEiA(Wu=S
zAI%u#G2jSushn8X$r8bwW8;zGmdCHoZJc03>LQBb$6}+J$Q{bN`FeN@NSZi$>66Kf
zqN$401E1$DjDGqJ)sXs}>qfP50+sCxl)04+eGZF(X!j5fltA*H<NaLntI{;FS*!pK
zy@pHUsY7jXJ)$6DQ+{#}zS7ohgFvF@(O&90>~Ex=M`6jOk$S%PrH=S;dg(bgw~N&|
z-$D<VbP_J-ii!%bMtH}cm+LL(T^{#=o8j~4Naq{868^X#<z1CQv9OxENt9ndKTWdy
z-~w<>h+#~ZfVnKa4RaQ2_m|C#x-iBHTvyedm7tRV{-aT+i|-5Y6nL*QJ9cr?tIhTq
z{&!k_MR*MjT}dFbogSaQ_TDM2qmi-*M!AJVoo|a_qU@kU8u^F9(8|!D2q-ZKx@->_
zPAa9DI4+@|brwUGFY`sQ^EWPZ!E74p>d5{+>&+HHKj8Y~aWI5uC-m#|y6YhfHlzp%
zdoJ9&LhF_4sJQ@6_9I32V5@)p@>XTTMzXO0mpm6L{@yy$jpEsQ#VuwM$!>uve27Gw
zD;RHbhpQ#;@FAo-Ws1liQY{|9VPBhr9mn+lW;a06-w5j@LBIYptmYp8<{wmsorRVC
zzk%h<|9~a`Jyyf~zrySHAF!H#XYqq(5H)eNFfx&FH1zntVK{{UmGAF=5}_gF=ZAK3
zb~G`xfp!PJoNoXIB7_~N|0Xb{qi|;%s@9qh&p5iK?X@d~*`b(b6!`}ERPIG$n~X=l
zJHdL3DK`vlju)7jwG)M7DGvGY2=yhgOedl{oMCyuQ5t}?Ao9yC*a^orm4tb{hy4^^
zWE9aJ%`^MUQ5cFfFZ{(T^8d%KK0pUx(qmk<{}VC)OLqSVl$nF+-=+LdRKkCdGCSZ$
zWy1eCMDD)}iTHm;#-bvsq9#Um#wPz434gDCUje}j8Qc9b0Wt>qr+se#i2#B8w+0Fd
z0t)s63=9+$3<CTI*bgX3C@3gMNJwZHcvxs?IA};nSVUMjcmxDQ1SnV}WF!P+z%|16
zA0QY=AVwfzU|=Mm??E5}ARu6H;D5D$y#(+94Coge!0`YD4Fh<f1rZ1Y81ODIP;hWC
zFu+|Oz<nSvByeORCZQiFN`?@`4yeol2?dZO!VP_B%5yiQEWaEBp`g(*FtM=7$SEkP
zs9D+AIXJnvMMTBKB_yS!RaDi~H8i!fjf_o9&CD$<ot#}<-P}DqgMvds!@?sX6O)ot
zQq$5iG7F1}OG?YiD=HhCnp;|bx3zcl4-5_skBp9u&o3-4Ew8Mut?%t093CB?{5?Ip
zy}N&Se0qL)efwSqf&>Nz0uliF@;g1p;Sf@evOu`W)NdU7T##5Z{yHtXnD=vDv_WA|
zQc{vvO8V&<Rz|iNS=#L-e*@GJqou<2RO4{d_g~n1%iuVYWl>m+7L&zH7BhooF{8!I
zj21Ik%wRECWJ#7r%*-r{EoNpIF}zu?_wG60JwM)!_~L_j8!-`G-BVqim6es1S(Om`
zR4tUu^z`oL6)aogvXsjYxqUn&o!@w|70`>v?n>VY-ska@Z;hrj6%>?y;36lwI3CJx
z)?Ron6n0Xik?)Fo3-GJb)=r&Gq8-y{3|z#dS91ptUZk{HTVh5OI_p!pXK3I!4+ZsG
z2fHpy6-_Eg(7cCf0U)~vYUAeL4}v|+&$gpnWIFZW4KZ;8%O}v?yWiU8*yM8q0ZFa8
zn`!oDaq#fOT9*q&mKq6G2sB>{W5lBaU|Qsedux8K!^1%U4%->BPg#pZB<30sBR{7N
zQB%xX(R_`d?F!qsU>qnZniRu&UHDIv=Z`7zi$}6>|2=vBlRXjZ|HPi?zokC?|LOFZ
zhM@gFW%}%YjQ|nMKfnJ+F;GGtow<(C&b}~w3g>uTs@y%90Qb#uKV%$QUyj#Iw+mS?
z`J=X5*m?v&7`H4=bBG08HNAl<*&(vA-|_nU5V^%T+_wW^s)`<C`n69|C8pEnQKoTQ
z2b!lL@K7r6+;ctPz|6k41%GRaAW*{=L4G&NnIP+{MpgSotl0oA>P3|hd*5$_?Ox52
zeI)n@_o+0p^I!%q^zD(D0wxM67=*PJA@;6PJm?SgAB;&R{cFjl6UOvH9&n|is1BAO
zOvRI#^CL`!N;iHv?U&QnM_Gx_VJK~FrW`d$#C<Ab)V3s}U`_unPCHx}18pHzG(j_*
zCltbJ4gYl~DdMYYOl?s1yXB7wGPkPfF7-~Ltixg|<gl1YN@AFQ|8yBc%oy#AMR?P1
z%lu$P7R|FN&Fyv6!|qbLY#B|2S%P#N53S9m8!#sD;%DZ6@CpT!<tSXq8f1E^C*IY_
zXydM^Ie-HM`7u<M#7*KDdFPw%h`Y%ZS-!{yo#>U7J@E(fQGE(CCrZBJ3cn6AbR;|J
zglSA*mMr6}I*XSm0r;K^1?SHsBa-k`yn^Z8*%N&Het<eIK({-AwjWzOey9$Hw-xyG
z6ZB_yy7HQQggOsEZtjU3t1cjkWSp+szC75C61LnkG?1S+J+f$f+<FBzke(z&OH^sV
zbKLLEfoS}t*|%kPvi=Q)l(O`z6~9ha;qMm%1C;=xnc60sZBtWntSoy-84{%<y}k_v
zn7Y#e_ZR&_FRX^(+9U3P%u<v#K{;5-c<GAK`SiQu9_-5gGgRUbcey7BTwMuc%^9VS
zw(FLeGz9Y{?$%vXYnWzH>yPR+2QP5db<wiJxsP+-CfPsT%MVA`!&^33fwGOJUkRb#
z!RM+c(A+(!haGCUq$E^V#|Mcg+wP5r#}u`HIgbr6?5G#F=o-BK_M~}!t<`x(pwW2^
z$mFmUIH7W(i^3ZWcUo7kbm!|C^2Koq(jsC!A9Y1dQH6}Spi5dHB?9XG8>4|$(j5r)
z=c?SBQJ=dB>-g!vb!WW;AOK@B9Vh{C2*|mt61{@OHn!K@poF5y$4=i_?@fdWBbGQG
z>G7_)&%e*p!jDYt=bN8@fvb&GsEzrk$UVWapJ1h^*L@y{@)nThOMU=uk|L&u!g00I
zjTsm8vGxpj@oatc3icUV`R&h`?zZMjFRw6J30!ilD}`PKWSA?nXzrsv?`b!?AM(TE
z%+|BMME-VPC(6AVB9z4A++XnS>C}i1PF{ds9X+VvQJZb}{hp&KoCW#D5bZuq7h^Nd
z%vUJ-TKl#7VJN#~L)1jOZ8b9OHS@M2^;41n@{6;Ok4&r@TU(2*ev(yV5BW?N>T|0&
zl@Zgjnj%plV;;p(PbvZh<6*tv2YS{xF?Px0rrZzHK$N!v%h0%&j(XN!LRsWO<%(aE
z#U-)!vr#9bPeu(Y#H|mrnB?jwuYt*N5I7vWdbAe<3oBb8=dgJImc#)rGZE2ZTwp~*
z&#J(eF|h=B_*3iE?{*AzOGLu-AKU%z0yZ|R>0`qCJhDTHMz*2+uzaf4dC>9ShC>#*
zJWMSeqDm2ga|7a^d^Wc1*{jJM^%$#C_rPL4x5wRCm8!AQnQ!va)Y~A>UY4Id>^{u$
z{u?hP6mug&2aV%T->>bR(|MLIieMl#_VjyFjy5DDM*#)OCKN&|F8y3)CoOo9rgX(+
zZKEF4XVbCDdJ0fSg6iAt??PX}h@GCT2mF`s0BYxqDdtV#5f|wX#EMP2Ombj^1qi#|
ze4A_n2hll!KGydA%}%Qt?71de9G8N1Rt8P+l4q*de-6BUsBQfuO5G>C&&{?K-E8Y-
z->p#lz8{SCKqUi`pLD<0Wi1CY!dN?RTqd_hdCj-D7r(rReO|mLRs(eaBqe&bt!?Cp
zR)lV{2$|X!dgu8LjQe`caNeR|lpyH=&#!dj<S=dauuj^kYh_mGhZ?ADy?fPcfOhWS
zWd~;nx_ur+^zT1Q&!@ScbtjHr%HW|3l<hr#5NocBua06l(O{&I4NCV<@SIXoS*kd|
z^qQYsLt>wGjUJvabYFZ0JN}4-m+4)1iQVKwaf^=Ld!=);=`p5P)#zTRjN<tayHQ^{
zRVqFfAF+HFZdAR<9^j=u*6gj#!Q648J}3A#wXcv4GKxV0CyaA7Rrih>OT8~$)iWz{
zI0BxW<1(eHNTBeDR>ynxqytGDB4Xh#_7#k1>>7}C)-lgDS2Fpp%vt!5uIW7X$+riH
z1;R>5e)M%?&lbKlq}J4RLvrNtxYxYEb9BC6l@_mWd;xu_x|y?H2t!+|mUUQFbX(aL
zAgtr!o@-`4NlVl;OPx^8hvEEIY5`q(WbwQEqoT!Ei==C;9YMUA!dN9`ss6(US4zB;
z*g#g-`H^g{sj<4{VmlZ)2Tn*FIDw<XS1=HDTx@qpcU_ckY3tg-63o9}FZZy^N0q#v
zAV@FYDhIbCv)q#1%ccuF_sQ3`LMSjs((BvIxrZXYwchqoe-T=GKD_n&?1SD+9JY3G
zxOO@}v>5uZ_b`h#qh9QeEw263@sRHDF*ZkZ#LuZ+_CmD7e8$9d3#J7H=5BPM*0D9y
z$9l~Mn8l^xPajnfzgk(B1FgB1&kt9SBYkd<;r`AVgPh(Ra<R4V`d+k1pqRs#0p?H`
zv<$1!xw{^}NuAhHlqed58flZ<ZO^!~MAcB-sw2jrFhmSE(5KNyH}fl3E+OOo1jrM_
zm0Wc(YV+$qL{43JIq`0@1DpLU)TXasA%Q38w*VlU`y^g73y&1g+~(Gkp6OZWA3jJC
zrJi!P)zd<4sl+{Qt-WzfMU5b4;Vl88XR`<OVYjuTj3d?ke-!|8KVdDq%e)8~K14i{
zOEp`to0@{mySw?dH<vQJN-!nGQOX@c2XNAa+Jv&~Ewb5~6LvXRiQ4O~E0VtreJV&X
zn;6k&dHS$>sbB6WNLa<i6(8NS+dh2$If`^TF1c$-$1k##^R~L32dmHW1>T(z>tc=L
z?1gBWzlDjmqeYMOf=l%0)L_YxKHmr8FYX`?R`Npp3O11N3f7{d-|M<W7q7z=TvuP)
zDy$F5aedMPn!o-8=pUQ#1>nm+F>G*;+27T<9>@wU0OC3H?_R;|Z_8F*aIdBJeaZa>
z%KTdNsjY~Qa*kA!Oak=k*73O#PO%3Z^%V}~8ETb_AL}m8BF#~}Xkpu&6m^FnO|@ZK
zY>E3CKH7A&auWehUob9yG_&-v?Fj<+7yC1;OAk)o<x)h=kMqXFLsxtqUI$M<tBsVS
z=+3w?$13N@j;*SyZmsEM(Ujmitp}dyeL3I#L_))1zNuCt&{9cQww?7JL4N&V&PNX7
zG+xYy@O*f(q5lpbb+OYuP+Yy2Rd+?1e>(gA70jwV@5d|HHqt8?I3WAUnl|P|gb#1+
z94AaxMFPJAx6do4%ow}eh(ZybtcstjkRz)HsS)?PP&g#^sX*Bd-x+WWSnBe(bR~wV
z$QyCWPYGhImCs^6pDbU&NLWB5Rkao9yTm0h=21dT)ohP~ansmzrf+y>|04Vfc8+&{
zJ8;x|^Zrc59a4%-SA55P%!kFXbRggI5FRW9Kr_=$@?npeo{odx2h1>#?nf)zR#-)r
z@hVT*3rCHdc-M~FxR`gmkC`nHoh3HCJ@OnD`@?~bL@%KI6)f6at#0JK(^~>(eQ9sO
z3%GdWK#8M(A%Iu?)MoP%ufOxSb?n7SN4z1~RxTi_?)Sj13gY@fyR4yZxYgM}PPKn*
zuSy+%1tUFDIe4J#>kWf4Pdw0<a7XDeo1vI0VmZ=9iQx!4`JN7Km}%6mGQ+i|E2*BD
zUi!c>TyaLfb)YJjxxeNz|7nA}qHkFPDQbQmPrKP-YmEQoOrPs+_eso)^ur)WSKnsj
zH(#~5mrr!=^~X`T3VWIuM{GKcjN4awedl``Xk&OazMoEBC@OVT<miJa09N;Oz3Fdm
zZdo_kKnvSjn<7|zBo|)JaDm=^{+juz_R@3tDE1?<1hIZ-#||`L!Mh8(>&;d!$;8na
ztd2!M*|pF;q+h3Bq4&|&I1{BHu-~FNNJ}RlrXR`2ay{CV=_Eg7i3jU2<$*V9xa>@i
z{6c_Jj0BL#^dH%F-TC*3FL4Q85f9bVioq6nZc!(I)F;b#LmrIC9spjD(3K7u(j1ke
z^)TNvf5Dho+c>^>!Sr@8ajhPXhhyyyhK6BN^R2(5?8Qs-SI!t7UQit9FPB4fgnNl<
zV#~REjul7Up1mozj;7;m`YMZuiu#uLnq7R>d-j-J1fG$sTW9JecX*dH<zV!@>NpqJ
zJCtsV?~nB0Nqf_<mhMzEz35WMpWe(btiHJrXuYWlr@$R3H+mAEDc`A0B9BSFNGaL?
zq`rdH>Fu14pVBNck3xHy)fF!ux^|inL|pNBBUwyglUjcq=zg$`fAi>G_7ECI?^0$a
znf4yC&iiU}0;BDzBJYw-Ly*{_uvwq$Ep?mMP0q$M@58JEj_bSDHI$Q;%TgBY2cck_
z>l<`#rHH8ulrV<cN9xbCU?j#7_bR=Md96+HLFQDAQ&Q|{g0;EpyUlATR%6DF_%H(;
zK(5dHYPMchabqMrZ+FYBR`I8S!s7u_9Q_?VBhFMJQR*^<cgh3uWD*E0A3v?3Ygwkm
zVlsk55~z>r(ah_;Y<}n<=Sa+zgkEF;0?OF6@4iSb>X_SlKX0X_$TUd`9F0y6OT~H3
zSKeXtijQwnns1S{_x^YivvxEpEWlkl(!;$Ff4~iHd5d>1eZKoq5UBib5;vWSLM!JK
zUC@vDuM%6dALoazkXep&u*-bs6KWDO=P31R8kq;bqex$SF};<6Zb%~7BB~p;!kgBW
zH=*XA7c0E0I^OsRh@pekp5LCq4L5Q=)A1rmu&i?(-znc#hmEtIx<11lvA5sx2z?8z
zuveSMJ2l#=wpNk4kWFzsL5Uci1I~9)q>MR^IytLok4|zMI7VFip!BQbd45Aj6|A$?
zx+s{xz_f(lnrj{R3Zf_++T)nD&?8NhH+}cB&y!yWZ5Ix6(9;vd3eil21~hT}P#Gzp
z=tHk6$dxY`#ujV_9ej>bQrwcmjT1lGoDnU|CT(FIXbD9Z)vBqGcHUOZ5r@5kF)^v0
z`I5DeL;20ME@@nd^<DgWFCyh*d^pwDuMwU+B5)kDmU^U()uv0NZ*Kw8)9s{Vcp)Ar
zo7OJg68OG%V@7LFqRF#?QV;VPhpUv0ZDymvL1#Ki3G7i)9A?AoU1W^{bd$E;y7Zi@
zioUCLeTR#QdV}Ng&Kj^4*5duZ6BG51{Q`6|>>Y&5i{0c`3JO|X^G`~Qg)PpBIiBkj
zKF4wr|0-{ZVdlomU*Q*lLe9=5MEIrlw6RyQuOIVG%V5k*DT(n*_Oy|j3CMx}bjz(0
zkmHPSa3w^dbrq0fO=2NL;+NiP${pToD)?hV&}34Kn-BSO0mh(E*c5IikSd=dyC?xf
zBuVJJD!moFcz%l%FBe6)IzaYrsUs;dAurEqDe7`c%=2SjJdsh)blZQ?(f=L9e_dVv
zDgU2^0sa5H%lwzu6bA?Eznsyq{HHUT|B2TW3lA69e>twQaxx<@{k_jj@_)}!9KydH
z#Vu>9V7g-W8$#nXYo?1~CyRvzzE#)x8fKK#_?2w<YueeXKoPz~{<!RH)6wnby*@?q
zw(8D|Go$Y;eKzk78i}w!=+FfU4)y<1Sc8)H`tzx9dS`>|>*X!L`o`n;lekW)96w9f
zJ>r(vW&mJ~{LeP3p&lNZ<6kIOR%~u>QQolQ1rhz(ava$Y3wD@?#}-iDmSyUkdRV-m
z4`Uy#fBt@t6-ujo_lF|&%8J5@P*Tg%iF|!V54rKljr*RQ`|mHtLi4`2YZws!oI!o?
zQnkDSNaXsgm46ama*(z#o^kaj_yI(SE`j`PK4wndE{!Uu#6nJfCpYImd()bnuOek+
zaQOf1XYMV8j7;R!-d+*)z~_wU)7z#FpQ=`j(}1qIpWCBNeaSLqUqJ4&fWN;zH_rsn
z)6(P>TB5!EA^dvlkmJ2>7b8D93VPh+dNtQ?8~Y~`_uD%A%QNPE^>x#7vIuOEU#{X?
z@K3uwK8`l+)Rp1io`OO++6r9$7q~XIwyPZtjwhFw_Xn<f<hQqgWH-M8ZwnJ6*Ndsy
zB@`k7kLIf{5`PZSwVuJ=L81hToxZkiW(I*JCvOM(4KQPwdV?s7zopgp>SfEENv~}I
z_`CU4#8waB=E6--G~LKvk+>g%+pDni_2~Ut#p;6RjnnPQYADL%?;-kO9Dw3==Bj_n
z-|Tg=`E;#O_UOE`Cg^y}m2NzJg#%by@@;?geVy*=%KHl%jrH~Em&X;HrCWO)tyIf~
zW}&Pbg+^`TX~Z(FQz4IgyVv#oyStjdtKaP#ysnf9aoJZejMs+x!Mk~x83K2MiUDhW
z{KqDbk$=~`y4V=F1>^{{*41<Ky{v8M>9owk->w$t%h$i&{1@`P@4c@r&&Fy(@xOd|
zQE24KX}foDSRT6R_-mX8ApHDz1n(+aYABZl1cP4%ev#uhI5;=4p*O$EaA>HfaUV2-
zevO_gRB+2zlh41(!JtZmq~G8F!u&gkZe1nT55LMHP{DlLsB?eL7A)|M3Ys+1U*t~;
z(M{+CXZ>p)1w{Bes3(p7Sw;olK;{YN_yxAGm~bPVwAr8KFn@<of^NKD6rM{)vW!K^
z_Nz=HD%|)1*%0X$wJL%jj7Y%!RYnC>A`PvC`KKHIjK)7ig-Y_z+yJqKe>fG0{r<yn
zL2J!F>&71o<3Fo7NPziA7y-?P|BuR4!lcUz`e#184^KNIYk!O1OgXWFCv6_}b&ejE
zuHNpI9cR}iiEhn+j!CNt`tPgWKag%WF81V`1%8Qw!nq9)Ik6}$8@}$=wikZEUY>@)
z{%0Zm_9Y>1-qV7m->Q`-orAYa<?HF}^jL;<B-@F;pd;5n(H@iTtMOys>FPjGPY?ND
zs!LVpM%O^w3Xa0*nuab&p7(uFz87{r{!?FA^Z?#Ghdw{Y{tfUm%Gp}`qKC`bVjoC(
zDZALZZG=tFS26zrSoW-JySfCPE;XF}EsEQ_>31x9RC_!Q4>z$Hj}iB*aDgI5v9vUL
zo{aC_OlNgu3;AvQR!0S}-Cw--4sLo{=I2v(sU$L@L3uCLR`07WyFPk7JPq$0HN5^@
z_I$d#sQ+7OxY#Nm6FObi&`--DA|}Gy=X*Yx?`rNqnIp)`)YZ^z@igAL$!c*s`%8(9
zg+5(vYjfN>+*!lkr5cd;<vbDE5d8GuvS+>1b5hcDkBBor2YB+G{R@{&=a0$2y2uek
zXO)wUJn`2Cl;z^)jZ^P!B1?s_%q;!Z%GS-_9e{@z!NJBEACs?>NDq4TE^NIjF8(Cs
zgu)p*&|h3+zBlf=%JW}%7p5L`u9;TBFkZ3qdo`^*&GB4(9u#2ap25Slj#ZHL{H+3i
z?(B8<vMJzjnL4pw+j!AC?O#`{;o$%4le7>$AT8P;|Iy=dz%Ivo_tblz$l?t$@?YJJ
z=v+6*&p6R<Sz)+6Xm5Xck#GG?N+jaB)4O){elM-hz_K0clheP{X^H^(oL7m4j)uo=
zp-04DS_cU#`H$$@-$?(Z-~9Rb_bx&v+!MZzTS5PSGVA-x^cfT;>~Fh1Hs=4Z;llRE
zE)2*hR@~AC6!Z&p{Uhqve=|~b2hUQsv|r{#eXh`FIb}p2+MjBrC9_>_mJjOvh6uZ~
z1g_jDh1!$Ry+GE{VJ|scR13S@?N6(;O<=#u?__@vXg5Sx9TAwa9aXGge}MBK88N5s
za_wEd|D3L#nyRibM7K(4ltUISl-$9oPRFaMj454waJ}x0+Mj^2+PgaCBqlLZ*p;%w
z_Ykz0!xu5*duTDK@(3POJ)`F)hqvZxLQyy4=y0MyNc)DE#iQez%|0(h-H66@E-26M
zuFPi2{4JgWb&sIpqiuv?NF7|QE+~F46(?4PA7z7|D^li_@(ENuS?zqSx70)me7_z%
zhK}?q)J7fo8tlfPRDgM>^R>||9q%)KnJJ_THQXgSNn@PIu<!`oJ4vG-%qNuMv{9d<
z-xSCTbDkW?NsJtkMk%R9jCslQAJ@1j;!lY~<;V~OpGrwl(`&9FCRG>YJM&7c1yHM7
z>(OVzOZSUM=#ietlJ!t@+lchte7uvS!(@k>4VC0{&m&tQF{T4E)O74&hlI8bT4}&c
zGMX4|vIwR=3qG#mf?GnlNF_jti*5_!d02PH@4nH9CgYjV*)jTw{(SWb;fI8wfH(DP
zUNK3uFs0`mixSo%x!PC>^0QLl(r3?73JpIoaq>w5PY-r!nquc`vv1~X?EN?}F2y&G
z*ROpeG5mFa0h^_RAHegUHlC{e2-oV}N8`qJeIL7~kztbCSB+2_#ToJlbplHIBBT<e
zm^VDDN_!M1pSC+0XrhhKX9&!zgv01DHsHnCi3w=f_gk&c(V1bxkarc#Qvn%H__8X1
zcUG14ced5~U*ZGSMv(gn>tYjNMt9wV5WLf<_iAF!qp8V7?3tE^eb}U$*~wdO)86c`
z6rW&)5h%44BvAUBIC`vLMtex|F5tm^zR3u@BXS^p2%Il_g-j6zBuMRYRX%`o3ybCS
z1`m6L^d*5|Vc#lhD3ho$lgtjj$L6I1htP9}d3b{&xqXgGUizi|xXcUEG;1y^AmLa>
z8qJG8>W7j3qnD8v>B3iJWhktzpJbaIjl1qLL^I=zOFdiukSGJ|#@_EI*n)(2?(e^G
zx<SwtL@-)G=5fTyXAYllivVN~S!pCcQK^%}!WUzW7o_&g;J+6<frHDh!Gv{MM&muU
z77ZQF&dF@`NLESZL4M0|hX$Sx*6}I$!`GdgUd8Hr1bdCk)Cm{Wqc_prx+AlY2tT{C
z)PBNw*&zGWcXAX6bkTj@ylcc<CVfZmX>4tWln%-}>uR*_Ngz?E+RWU9TF&?k89xvH
z41@IE4Ql$kf0&8V=o$CI=_<pxSnFCj)0y{Fa-yj=_T#m(b|apNu?!3bR;g^XRJ;p0
z3uNdX46X0Zy8v*VPnhfLZ$#yw-rrA)-Xp{BQhr;0Z|IhA1mB`U%(ft-$<%^N1JTl9
z444WOn8C{4R>Z3N7@HJ;fVR@wlG`F@8}MNvOgzQP208k>llCYN6O=ZM_ZO7?q2N7m
zDDyA_>b;rewYS7`-+Aczz9fc!W#>?G+p7adO9fCea@VbL1o4{gH~Cw9?A3YKYa5=j
z<0>j1cN1brxT;?GEc-!ga??s5whLV-ey}$wiKap&PD&>TyK#_Wf*S#qiugxq?q~-Z
zDklUT`qe(>(LJ`H=tGWz@(Q93RD-mKkxiZx$2tM=CPAmHTM)0jFi${(p?im+J2cVF
zhE|myqA8AdPjb-LXaL$hS9f1W4Ez}1f8e^mSm__e)GVw#e{)?{o`2!Ge+C0nG&DCQ
zVNx`7GPQFdVdMTCzDwEE+5VH0v8gi&JKOJF@DKK&NQ`zae?0kvcZ1lpoT-VWp@_XZ
zg7zN|xY=1rICwa8NtoW-+1dY5kNr<}4%)RgwF9{nSRwq`)?cm=ica>%DyA+Z+Mv&i
zii2DsOx;~Tjw-ewfJA;@Km5K*k${^0m;H2pe$cHmD+$Xla6wz`&MYJ>e|l613X(91
zxw}ZHxPaCUl0Pa+IJ1$k{svjXnVsZU<Vq0u5}=n@|Loi!FNuTthww*zRaFj9NB-=h
zswx`^+wZ87s;Zz5{?#QCroX~i{_%>GEjK#|FTY;`-LZlC`Wuy?J66ztzZ(JFv4HOW
zuxeKZIbQtXd+`@?exd6R<Y<FX_a|Js|Mlmuw*SJMtf`&3iv_6G?_T|Hg?0OHcJTj`
z$eQeb0?hQk=`{53ClxDRK{g{!1TN%39&gDJNrm}MaB;7D6X=8cZeNX_%r<40`RhP2
zBF%2DxQ}92%jQdmhohpRzR!BCIlnFlEmgtMLqvA|iWL0M<sVG^ze@~HP;gJ?Ok33F
zK(EF-h>0aXUzD?Pfwh}UkN&1(>iZW1m#mw_;5s`-2mqNPt3H#S?$tObcS+loyo|j9
zU}v6jmGj~S7jOb{_-?p8jL5)m<9(b9%D@(My-K-f@;-AozU{x;V=`WTY%_krx!I*l
z<s-18XX<)Boe*?#{QeN=OPCT1(D%w`vhb689)y$ClQSY-evyS+Gl*=SZ@YVKiSTKX
z_RpGD%W3`A1#wrsAtdC=e#PeXi5zFedewW{o!Z>v*?YcktX$LA`Sw=ceQfFV$>Ry9
zgQ#gi7<qfG1;~}Uwy$$upWV`kYtY?Byh~l9_$7VQ^V9l$A*b}Q{@fkc;ELUa6jXPu
z)FbNBUV%=Lj}5@SQjB0kTo5A$)wf($VGZvKPY!&kB0+{Y`)>QnWd4MW=gK$uVX^28
z&D)sBxA20YWv`n+mY$)y+?dAQQ#S(cr=}|)9)PfhPvLds%Z0u`>=%0lKTj=cVu{@t
zYW=Or=lu$BD%qT9m(L42qx9aLCv*Z4Jd!Plsx6bDZdK|YsqDa-{;_-iXWh#!a^^Jb
z7`gG#r48+&^VQt;E^Nnxx@b@mx@Ugn*5smd{<2kk)xC~-OCTvuj>Kg%8m$2*xilX+
zYlr*|nK&!M$d=yu!Jgk0{{yhmUGCWkTR}QGLvSYT5og|AY<S5eG3fQu^r?YqYp1{C
zI%(o!y41>yu%!by@0<R^`x4e-_9iV7<_>-N?4=c>NHQbj_|lyo!$G|JTO;OAXMqd$
z@+xne{C*<5fjjfB?#t0x_k?JvCW)u0vSWgX6Vnn$TqbwIJA#d3G@(PpKgqy|@LAqQ
zD;G!H=(j~Bl{Z4seRG-p{wz#Zk->@&Rs$$+F;1$?pqhf^^06iNGUYeQj4$~#J==M;
zwnE5+`cf8Vu(jE#wr&3I<k29NE%_shk+3Z1maXCryn^5Bt>3GDN0iWAkdS-R)BLHI
zm3-%3b{*y0An+?)MxU;s1s|%flZ7i3&A7SyyOIS+(;%aKtysx5H93MZ^-vkMt(AR)
z>YdnJm*AXe<x;oQr`!t(f}cEVgaJd~^j4N%?o0H)%U`7D+kDuC&3c8=p26@cbcoSV
z{Z{>amJ^C-y3~kDbR{(Hqqj7JttNt_1P?5;sX6fKYHdObN=Qb#Xu?o(A`RNas!L1J
zz*i5NAb!~(enI)NVJ5zN_a-VjGCqR8CPztVAu2~5DXJl^mWg<C_to8cJD$gkbAIRC
zd`h?4=a?+-J_#BUHUX}kunDY@=4C(jh34W}!I<4hVa$>@Mp84Ipyt3QXG^<{S0~U!
z{E;veu|zFCgv-s+w?>IwLa8-!=oWIJSV#~Qx?=+jg2W*hWGrswww%L0(k%hOUk^7B
z!=U)UrrjHDOujnx!4y4Ox%~C&O0lZ~>-$^V^h>E*4|N#<&O$R-e-*A{Ny_#64N1V{
zMds@pgkA?y4bm2cCrjinMR>h|d^Kmi5b7RqxNy%G#IF~xPPle>;11ny59kyszFzAA
z=}Mn6rzmLh!X3>LW%!@<a|T{-STARvxifXNu^bj}J7jJx5rR|bWyeSN6C!a}UIoRC
zYztV8e4PT|3*RH&#2d&|a+}%0_2)jZA`e9|FFae12`aw_*s4;6jvBIZnb~SRhV33_
z5)*@$e8(QDehF+i#2gTLQRGd|I1Pdq*l5Kyu;6U4;A^bu<1cM%5~EsPhD!@CMNO)-
zQfu+Mr1slX8JnU+4x?M4)_Qi=0lov%f=hw;riu$nDM<F#)lH6USpm}1o=%7}g8p1c
zH)w$-Hcq96oq-u9&DUx6x%Dh83mWn0o%hSw)!nqv^E4<;sY0~0L0~$WzLKZhGnrf_
zt^a(a`0&I#XNv_J7>)LetF=`;N3Y#Qt#xnK6?J>!jzmmh5?V=%nnDpK9XXfWZ15N2
z4kCD7OKIir2@=?%>48WX+q{RiYj+OQd+=WSO0;kS%I~F``An;InP1nJ#u%Kgn&S&B
zxJ+3`DyA3LuQnE2w|WF0+Tnsj8G=jGX7(D@Y#piJo&0zkBlcnS`n5-!+f$%X%$xg8
z_UE+Qw>BEpZ{5#s6I&B6#}i5AUq6-}vO9)9Uo2YAaOF>HrkZAw{2X+}T}hIO@2bD#
z3TkUYo7f4dqZlz~kU)yrG9o!ln<JRb(n;KJM96!+n$OQ|>%F+9W*(aed#D22yX)M|
z^HoVt_&AQ)@8KvKVgHmV0f#@7Ro=wX_S}&z;d4vl>%@davksTmHFejHr!XMsk=59{
z>J$X8Kz5ccfBAEtgdbAYWxzbpwtzX{4Ptd1j4H5w(+?>$6o@3qlOnleEt_&0Wd9DX
zWi@z4+<|%eX&Wao(*LBJ%q@X_T!BhoV2w|R5Mo34E=43&tH6vpjU@m=afC>Op6gV?
zR%GPFSbMo)t(X&C^8UL+Em&b5x>%m%>n797Ce!OB)9WGNWq2>=^*)DA1AMb-GyRP@
z#iGWD8)NpSAMH<E!WvP3mp|}R(bR>@SZ7AeKQk7+p40!1961M*WWd<$WTd*&xn3yU
zQuotZyQo5t;%*8?GrW@GCg+dF6_!G#<}V8Icp{Lr)(7uZo~KNX6i|030#4r4G|!NW
zD%Q#H%C~NAeA-5{Z!)i@<gvtbO=r@FI?)9sx%7Fm-n1eeTpvq85C~75gx?N34Uy}3
zN-GZM>Z<+$6TGCV`xWJBYvS6EOg~UFhRBeWxux#p7>mky-7&@!L)j~BTKz0-jd{U5
zb(D24)_B9k3*e^=<v_BN3!}D4I^QdbC93Sy{eDZcMjb-m5tLm@>~@2}22Y`TFCUr)
z)l@|0b=Ur7cdg^i{Gp`Fu(YF3>PEPH2c!XVge<MN87?)V-}AiRbM;<F11(n)v!mp#
zN4Z2Rd_MgkG%0j?+gsUm^l@MuY6;*Pnhe_o7F!t8aAV{3nP2B^W{!X)cYNc#AUO~y
z8dXWD-%Y{f4KtZ_nn>Zq>fS%Jk1naXMXh?$9WZRbgdAScu&Zrq3&mg+b?DfyXJLFq
zx2u0Bzm@Je0uGx^M3f*Zy2CJmKjY|l6;Ck6UdU7cuGSeOBpK<~Y8BNkzg>(eNs}??
zk4MU8_j6J%cAIi#Z;{;YYr2nl$>&fW_28jTdeu(!Ge~u%CWl1}Fx5Ch&=5QLBICxD
zB5-S!G7OC$>q#}NI0yPF_k9c23=ok=bt@QzpG(s_9$PvdQJA*uUvKP_V@2do6xUs6
z-B`R&5rv`UWiiq6Wa<|8O($N@L2KIWJ1!1uh_Rf<z@#@t5;~+=_#B<Bm2jj9SOJvK
z(>C4V3uX1SGJ$X;%UhKjM)gEh%LHKTMf?v|W;5*&32sPuf&5oc_<-OPcZ{u>z5Fw{
zM8_oosgo;*EW(-+AGV@~Qw=!E@8cJ{yHfdfI$f{ZS-9#5NXU07ZV~mWg0Q2Xu?^0k
zQtvV1Doo`D1t#H}R;Xq9O!(!E){_F6as7GTlR69%P_<a%XkrIqM$&9{c4vLIBkws~
zhD*$nJ&)^V#-e)6G;?0|Q8)BuHEnsaCPzh1vL7rV=;m5ry3*aMe5^5x-{Z*2wDZeg
zs77=eUqje`15t+jF1`Kgwe<~_sKIPZHM*9b_q!-JtxmLbp8x~>on0=ZL+Kl}uce_x
z;0^JhjIw*6yzeeK!d7dod8pfud(AfNY{^6e9z|cZjKVvo0$LS#cHW(vMC6Fm(|DMx
zF7VevON(pAqH4sr99c(!Qp#rF5v3Ur;92DHWv7=6K~MmMl!`M}B>Z92kMdl?MCj4X
zm#U<+Ol=XqKe~q7Pi4ge6k-HX^qW|;QA#_)??-{50DN^x^eWr6gAsW!Ssg)05(CH=
zw5+$FG;Yj7)=DdIqBiNMPt(t0S^BHP5shx#@M)3(2-Rp?@^<P}4S_ZRk_GuU(2wbY
zKM_#`)L3^&J^e*0x<SEHS1b+Fd3;_RcwIM80>SXsg(HkEks3@ppkrPQ)jzSq;$s?Z
z_|mVLMaJRsgxkg>S&i`^1YpT)cM83130Xl1egdcFf-dC8`hq@E*4Ev+24PkyV(sz~
zD8c;r&SO9R;yUZ~j^AeGw1=)eZGkhdF|ag>nUBk9C3-Y1EdggC{8H4a0$OG?A5xI~
zxGHWpS!bF~`f}Ohg%QASBMvTGiCE)o;bA8Z34nOJdlw~B6z<}h1H}g|?JxB;qcbV&
z8?l^>mt54Wn*P!vcYizb?1pt~bdI18Fp0w)l8~VTSs?p}oDjtqD@o~RJcd-J!ex68
z<+Am|b!2T635uFRfX*JiE+cwAd{G*`X2^cYGyf~qZj8jPM#8BxR5p4=4s=H-4Sll2
z@?EIk9V`@MBGx3oM0jCGgaJ+pRTDk2Mw9V09SYCTY%ppAG^0MxX%SEZD-<Q;5m@|z
z<daf6?G4f5w5Kv+MTx}qLZ;%;dpz$92C6jYY-*Rm?-e1r4o+qn<$GG(^IRd;8>5(B
zR;VdpKj-q_oRr;6d#WA@383H{2%dT&s1c2CZ4y#u;@1IxV0e`5s+#X=R-L>Nbp%@I
z1<M4jD`>?|e8a9GQmb0X3|az(had@Ghlxh#P*Fk=HyTjCHI4|Wy?Y8~^@;RSqTo$b
z&wfJ2K!G=~k>0Nzf;AhXDF12Q$h_<*<omS(QGaFL0l=g`k;X6PwEJK@KT1_W5HY2|
z)0udkwJk3yB2x~|?63i2<KZhh{}v+`gt|ABh=}dRYBtS@r^ZEfTz=Rxcc!dDazR)l
zb56%{R1(BL=W7y{=k=5Whin9Bx*AlipA>vm2-l@s-e|86bq`EcmH84tQ8->A*`CWW
z6#rB~lhzCHE}6UPYv3-WDwd}FL4%pwJ!wI()av5W=v)g%;iqn#rM)LyW&kgu9g9P^
zw3GYoz80v{lAW*XcY5ULnDUcD1%Z=gIEFy#BVvjMAvE0xm$m{uh!-*OJ;?i_*sSIK
zq%mZI;aLFXM0LQn_l)~y30;`(q$O6~bq8bq0K*O;7Si}7o@#Y<*a?%?huR5Gr07du
z+Z~KIWS0|~IuEW;(_y!qg4DvYfEDND3mF#gLA-0u2ejUF?!n?=Fv^N{3J4VoGbe2q
zWHESY7u@z{T7vhK(3ZmI<^>MWphLZ!FK}0gzNsnaGO?_ht4)r@KplN=iZ3!Jm;jaq
zz4^HhhQr$hjpci~YWHGJ4dU&b5bE!(kHQJWc;hq+%f6i7u-OYB?2Xuw2CK^X*{UQ&
zD9vuqbCN2~ydYV6#wn1OOB965r<LtzF4%n>i;pQ`p#5og@?^P|iS@|VXCrXpd2$ff
z<gC+b7SW(oDLtlCspfCtRcG1`Bq%Qys#7aD7LmOxdcvI{M#5>wLla)4DK-h^cz_ut
z=%6c|oOK~apyk8**1F&KAxDagK!Z^MY7i5PL+9>Y4VrmyFpq+}=_~;-@#?#&%PtV7
zgS;u{70-<5eV23gIcef#`v?0jIN7}S;Y&bG7v7?HW{li@5(B4mg<B>gbgds#-yz%U
zN;X|{rncmdcv8OuxyM6>TxHRQ@Nzs-okK97M{;ShLw1IHYKi=VhZvCHT4kJ@=k=Z{
z;dG$OfiD<!MAskRo3c`lTBiAKGE>nBuSi6@?29&iOx;bD8g?>MNxnC{*W!>M%2Nl^
zw-&Hs>$s%V?y0-Y#iR!~5uD7~V%J=lez8mHfF<SDF9H5=MaVsbCt+0-3L&0Ud5JqP
zXGhhcQp{i{8AL2zfxScJ{7S8bZhOomG+GZ0w-6`l_LHJ`s%u7;j4y#BIu(Z9)twR=
z#v4R6bThjqCPmRUUs7;_W4C=Tt!+N1=~UAu2~*IlXeuhBSXDydPMw%_g14lRgh1v%
zx{DaUBWLk63ADT;QNix6ztQYxA#bECr`lK9)gFXH<^F?ui59Zz)+ZGDF7XnR6Bv|5
z>#<4pphvhW`d>tU)|o-wW7GRNK`qW*NzFZrj!c3b{eYChq!roJwm4U*&DLCJNV8zQ
zpij)HJ@cRu_Y?fGb@qZ)Rm!3=n<%FiR~pU^K7b9Nyl&>B97V+OknQqpI8^X%QtY-X
zG8hXd>C9X@6bNMYqn=<CjFt82n)`4Y_{O31L@Y?g1ge!e4bpr$syibQCTXid9sdq8
zpw8$Nq6CgUz=$6r<kN8&4m{G$Nnr-6vNHvxl<b^U-q>Q%`_XPZ!-2XDv&?PtP`=ZQ
zE8qii_n`VJd848A3aOE=#rH<MBm)68f7{!Ttaxe{UjcNIts>}GSK^|nmA5EMEi!pq
z%8xJ4bL8Rjc5bQ1w2uRk3MV~0OoD%;51*&l5z2a0fB$%(rC^ykU43{2u(cwcDrO98
zwVv9Wwvc)!8yiy^o=$sROGL9$ASz8u7yzL$JC}cc@|9u_#V2CkVZb5kI_Xk0nhtKh
ze?IUTrW}@jdDr`ylq9KqB_PU06prpJT@tE(WuQd?PvQsmG1ei1DqqNne=dt9C}O<^
z2XGo-tA+nngzt3hqcYZ~u37FOcZpLIEy@csUm@q3<h}-6rF4<EsqI_M1F;Kk%)?rC
zp`mOQdep+xvY&;Pr+jKFiQ10QuRBwtFE@>y9(+#*v{L!kJlzK&rapJxdz)PVQf<<E
zK7)B#q}|9E<CHIu)YuE;7%nO_*F%eFpKqIcA1QsdDu#~fPd(GgQps@|%soGpx4fIN
z@Ky^iog#?}eNjijGM+gw^Hq^^%!SVA|1y_vP?yS{evNlRMXoOwMl!lKbTW=Nc5v#P
zZ+1A+4s?J-4j}VOB#Ube8LMGo=Oy!>q+4~0N^l^GWRH2$>Bp?ajeU5p&HGN#=K>Az
z29NPP?%gnXNI_1@)w_|c)!tG7|K!9Sw&TbrwMA(4$Jy!J!z(i<A!p~^vflkXMt^>l
zGn`ZC^B2`mP<?v`wkvl28-97yJ_v$F#QUa9<B}lsoyQLxRALNvZO7e*^eOnsQz6Q^
z?sk!E!(UE2yA^n8PncWWr~t%Zl0K{;XdzM*^l3MviStOKK~?)RTO=BxWZ4DANg!<Z
zXs??`oW}U{$9fLM$F{=<{J7ulKv2fSEmeSY>hQEq=R>yPLJ5XwIs>E8s;mLVebLOY
zbSC+P#sI|S*~xY-u@sLcr6+&S4X0!HR9a4b7(YkOo=tEVzx@zpoShzoRq)yAP>=_5
z`Dv%vr4&qyQZN6(qZlZuzY^)565UnW4(xvB@q9JY67plK6x9t$SwpD{$_$HRIO*K8
z=@t3BH0jppGrhFRPO1wDM{3wPV6txf=~1wH?8N2Uy<21}M~reHn^|cRY#RT`gacKg
zhhAs{&^y~ks3hbE7>nvNxxK(Pa@82Skc%|@@*AO8WjreNOn78z4Ai8LKK<4!atsC6
zdNpSyJWBlU*eAR!8S5?9l)~j5KS#Rcgmt>)rei}Zh7WJoy>(s-#$B-ypfBz#IQUu7
zlh00)V|V#cdsN~1p3ssAC&bbOL>fnR*`BQ0u`Blu!tnsXqimfY7)_P+1F5wB;qzVo
z$SPZKB;t7z{nqvZ>F#srAEb^KJy1(SKOK+v$tnB9XK>0@=Q;*s&?I;gbWXS^*YfxZ
zndFVHUA%K{*6j?n@<{DRBU-HT5h~BC`yTV-ZqZY#7&b8tDUCW&WiUk&6}B+|ULp{=
zbQ=lhstTFghBY<fe0(Y2AZi&Wn2+WppBO1%P7=D@DL{)mZsQ?_V5Q{t#~VYcLdQ#)
zx@=XQOq9?z?(Kr|-bP!|S$INE<7&g(@q@_NG<Ms=jSQO{H3iO3be?=NM4kvK<Bf`P
zI-5}&WR$x~*=BBfD^FQEskps)X%8^vd!D0>QtRuAQX8cE1^LwAoe}B<Si&T#8cs9w
zR^~@TYe2Bx(avu`4MzP_%x~Z8;szmMrD5^yd7sqmS55jHml5dj5aq3)P^aN~Ss^`o
z)%dWV&Qa;#up*k6Ao?$`%eD|z*;tM83V8b#9U@V&rIH~eQt}FYTNI$4&EDJ>M&F*+
z<0-T`@}TJJXycK@$5Z_gGpAxWD%G!Ycu0}R#`6*^AJxj44fia<hDdmF`GK8BL`y85
z0aLPB+v?nLK`5edfVv-v)s$R%r`-n#9n?xEpjIM21u=z(EN~p4Xfc@>1jZ%y*+-(C
zoVNw;ha58=<8hzBqZ!RANhb^TZY0WeMEQ}~;ee$;040Pw0b5Zbne7o8AHh3+9{dL2
zsQ$MEa>QxRw?m8BWo17P1ZNve2KM6X0M8uUlDKB?F!Bna`DQ7wgK=VnD<Lo*VCJjQ
zMez2wDzKmS?+L-C@jQDEi@uo>%u>9cVh_ioLfj4?cs+HKwYznkgj(@tLrOcTE8n|#
zdbu$(qNmDz4}D^G#A9WG%~zr2YfkcZiziAmb((&cj@K+XFYk@e56`4xG65?&(y}nP
z7IcTa{HBr>I5~YboxAk3-2y8u*2$hQp$2F;GGSa;a3?k}s?H<r*dIokb(f+T>@ICC
z#Bix`8;b-ASDVvU{IF!jf*Z@Sa%!=JIh)bY+_ztz=+C<Dv@SbQ;P}BM*BtI0uGb&~
z?mvB<EV$mGEX|lB--54)7*xaG=^H2sBI?#p--c7vsTMtwx|K?0cFAN8t=vk^uiNQ_
zC(XA<JLl%qeJ-7^&lugtA0DC&HH96odBwIG9a;*&?C5Xcvr{;i>4Sh{0W;GF<@=G6
z*4W$yt$|XpGc&&uTRVA?UY_|fCX&$GTFA+zWi}Y!UH1;Exu$QnqqKWqw?U2zK7gZj
z{-iO7M$(-G%bMXs&b1Ey>Voto>_Z)dI!L>^W&0tn8IMB|Ww1*7fnT-!HjNW;teyXW
z>CJF}#-#Ggqss|0L}cU}boQPQE=0rr=t_ZLz+J`_BbVsA{`zdN)IigY>>tWI$BF8@
zjcY4%H?wjIfPp?$I-g3V&F4ui6i<myED?j4aR>&ygKA)j7uU#T-6>S;JP26RK00j4
zqtaxL&9V2~mJEp3HSY$}ICJe){L5+W1~IWYRLW^dMzNWB*5<DC>|4&hhe<vx<9J#W
z?WoQ2SW2O`)Dy9dp(Ogict~|kMKPxd%2Ju9!>2AQS4ZwM^O(fsSdLxPh^IQ)e&O}d
zM_rAa9e+KA(>dVPR#1>Gq+95vOcpVA6t7Zw1L*}IkM&MBV;yVw;S?Oj%7#zs6i~(k
zKF%sSx!(^yL+W_UHtu}N5?K2km(d&P^@vS@`>ZU;La%*v+aIla0Lkh77<Z0mlLzX~
z=lE6K!Z8#(cxGtrntBzZ(xLUz^s#us=|lfVDhK}@g0PfbMJ=g4ZRql6I($t=cHm3&
zn&-9!gcBCFZ$uStEEq(A;$HaxHKWut5D+otsbL^7x9CGfO*#jI`GW$KSy~W<(dPnC
z2nEGW9&Tvnw341czn9s5yHVM>bIUQ_aZv0N+rU7uzceRG<N`ai1URcDqDSg-c%({P
z${XH3Ci5nt5WX4Nru$G2Y)#u)8x7W^I?T!~1nKExGmS>KXE(a4a~2`e)Hq22>*UFX
zpbf-$1va$+O6+>RUf&l9@WZN|bN3^qf>c@aLCnXfGC1f8C=Irx`XG!@=svaS^R=+=
zl*+S{2?u%d4e5RxBB&Pgb?_npu=Y7mtxA40KHBx-jc#?WX&SXMG+6%}S9q=p1jYEv
zuGHak$a<nr;BmD6i~3NCA23V6racoJ;~_|=L<^@qNoY+hyEA*=CRN|;3o6qGtp`%`
z-Bb@3NkEDuo5h9d1AKGfE{>+*Hh0(q)3|fywx;X&4DoV!=pCw;8SnL|PY^vuE}#;?
zWY5~ka>}VM>&4513~GewX%i9ex=flBU5b*2AXF2S$(d4R4P&C6`V}uDk``<Q&g32@
z_&Q7zFv4!o+UtN8NcY6?Vss9c(%*()d>Ywg6+JZ$DF8p{B_?MKq7%sr`UKv1*8urv
zZvbUpR;qUs>7SK%YiQZ~!Vbkv#^l8En71ZsZiL$I?hcD2La8T%(~dH-M;o#+ZPH0H
z4i?{!7BhfB9DXDqroX_FK1dbWVxWvC*)*V8%`7y`4#X-^)5YJzdTj7J0+(mWGu9~w
zOUPYcp6l7OV4^WgC96|Rzazc~Mz`AzHn=|)3_$#hp;z|yi4jTiZua$Y!?<tK1A29i
z&GKgbQ@l9^#UyZs@LKN!kve#CMW_}^eRf>pPS8+|TT--L(SRciu2YOB)g|CXUDD7A
zF;7jHJ%+V48;rQuy!crWE|*TMPpww{*j9l3{mpD+d*Z9zXU+h5B_$W-1Da@6?yFtq
z>B@rbnZdWme(^!sKjkS|fmGAVE8|sHE;wDWKJs`L1dCpxk#O-~mfV*ugOLgdDwVsp
zwc?xf+fo!4<Br!_#|ZakM^z!`vuGI*GdSMOt^?0K;Ny*uET>~zUkPwUB#){x6Lp?h
zv=yK$Q{kjjoR1ay@y%RH2<r{WC~~LrBb6DL(Zhq@eu55xfyHP%7^wm8W9=4QBG;d~
zb!VZPe{OAJR=}NjY?Pb!aPEFDNwDR-yz6YyKii6iYI5o$uEi7QB!3jZpFpA<H!&w@
z3a&${5${(3gffqk`y`1J*JHv0(ZQ2|LoUm?rZR1U@hK6JHYU;T1{JheQ2~4txkl7v
z8|$-OLZ2j<>cU-!TMIvZD^vMK*h9NNK1h&ROF_2Kt}^1e+@hs$C{wjhKFoQDxw{0h
zfwUxcg2pGompS0t^DaHEJIeFRRrwdpqG8r)ky0@QWX-S{f<E6`B1cE@yJZ#sWKqfq
z+r&D1R5@7si`g+u_t;1P&+CUeB2!kWSw`AXI0O7p<{dbCUNOgUkDt^coN~ft)yX1Q
z$}pzU9I-awT%6{RWOfN*t6(N+t$Vi(1rvKpi*2t}h~AP%8y%3bJ&=1?VVRd~b}j1+
z>K(@=**%8j*QX=^$kq2m(#{OjK^|$DAHS9qHf<HZWx?HrpOyv3lR`kOwhz1)055uD
zTU)-Dy9PQ)pjMwXo8f*JkmDKsI$8}A|2orgnlJIqC3cWjq_pUbY<tX?PzAsA*iar|
zUA|mR_HKFTxIun(Av#K_&-iOzTXfVnMHAb0ZqbDwdX*=d(&1M%dfb`yg?y>l=1vBm
zHJZ>YJ=Kp4Q3oN|r+oI6#|xJ~#|9#`s<Ly~g%3p};p0lIMX?r4ZSiD${kXdeD=vSS
z;W$fpi{Z=5gt(B7X7?k)Mc@%4B1YGk32r_zNHuDZHt2H1T|1U=>txdN*mNIwvtu48
zcMFb5{*h9XLu?`_<1xDkJk3U>9~{o=0_KC6a~vF%)aC_zS*PiE26^J6rQj>|-~*x)
zL|S4Eu<;(K72Eq>u<(NFazm<YD}D|`)fQYM=>}^?N)aAc{$0h##58oPmMAJNejBsI
z0j8LV<T9^4FH(nZy<>Cv@3&tq#PKg5wOdd;6%!;rr@;_SMLdOliTPNQ9uJRFPsEX}
zV(RxJH8WO-d%5Q08lEcl7)z;TjG?B?clzzT_vo|oDP=mT-$Yl2MM}}5rQ4kdOAa(I
z>KcgDESU)3*I6NaPT$e)-7tH!hI@)~n!*^@$O!Q;wkqsVT({I%YXA;TCau*HZ9r`g
zo;}Ywp9uCc*rpR&^{Yx^Stq-g2}nbJ)ir297z8UhrOc?0<EyAYYjmZC9FTQ4NwsYK
z4$5->g)n9auOYvT&6Pco<5U*~{$kHKkR*;QXYR^idLEAZ$>7NG>sEc^dU(X5M5+zo
z$v^X$A7}c+k0+?d&`C={T38FD2hpDiZN1Y`V?9K?h}(d*7f?Cea*)<0{jpSw;)J=Q
zG%u~kQ|tEaJ56|`Ys6GGregUFBKh~7LfQ^=3+InYsU>fwbMRW%Jf}oeGY@6P5_%VS
z$%~g!#bP4A%3#u7eK!i-6LLBV!0NSFw7&Ez28#AmT4!Tyvq)H5CZD#x2-9k|w1bDh
zTw1W^`r9<6Ac?Df0i5SCkmD?mw`b#7n5B9<yC+#Hz@}exl)FxQx3prnJS8kFc#1F!
z$_BQnD^Gzqs-=MCL&$!_lb5yvic;bbclgtWNk*8Y5^t9@!T)0Kt%Bo9wrx?1EM{hA
zW{a7b(UxS(VrC|bWiexknZdT$Vg`$u!D1*;32$}xzR`Wo-oEdh7dPVlSU(l2sFiE2
z%$Z}(%sFz*DR~H8CN9IPD=>z%gO8H$i%fa>Ws$BhTn`&sYMfmSXEF5LH0Ho5kDL9p
zEe1hvS_r)p9aQr}9dg>WEaah=@Iz&f{yd345+Skjvqa!@9*|iTro2~0TSZ$U%%cTB
z`zg_~FUW!*$$Q*QwA3fg2b$*K-5l^aN{58o*^w2<mAYN`Vp7CCKhUoxS0OY>{yv2J
zZG&D6gW1tmly^NKSAOpPJ`rp5^aF0e3OKQkXk(RO+Rh`$JrL(hX-fy_(C^!%e~uQa
zGVcI9OIGb0*PoA=MxZ3_7Rjk8Rj<k+jCO(87E4@4w~b=nooE}~zzzZQEBrr<lUB(T
z?Jz~t)~|Oa{qO}Jh2Sh57r<19pN&43#Iq;<-j)-5=)=<ud}I=>Ge7d=&wP$rf2#Q)
zXjO+sXMIh4DTS}kq#yAKf0dGEZmK6s;b;ony~?X9LDz;25nD~$6g6-*F;PKU4Nf~i
z4;}SYpFI)coFFqqT`?xRf!W;Dg=zFXLcn);SGPu7t#qMV^k<3Jl1Yy(=-bKbSMF=W
zxszmye&mMs_?r$HkQzA{&UT1Kb7az~B$lGa=wzV_BN#|uSCzC24_=K)Ke7+NZSV+%
zK7_(^SokeXYQTDtu)iO&t_oA&P$(@*2r*@_gxsKfW3*2+=*-$G01y>kkv?O*bi);h
zLq0_e+mDAd9b7C<<~C5tPa(j~{{}+PFbmbeNOi`#J>F{BnUKy#1=tGBGrjPfZdmQW
zUBtoSn}JuMBRc?5YYDo*?|c&F?~$&YlnT~}%m`98-Wjn>&EwtP$_zu)VZ&)?O7WFo
z42>&g*L<a+q>b!nLiO$)p7>Z-oTM3+VdW@=-)k+t{^oA-(&Z`R^SVnJOhpWI=6mzr
zR~a>SUP&xwx8}ZH_x`DS%Py2cTvdg2x+8KN;+%TtL$;Bt(H!gVYCuFv3e|z%A;>r(
z&n*;~sQTjJ6gTj+MO$mUV<$Tb>(ykrVJ2}rdFv=y#^#_Bt({e%<S97=_bm}%#NZsh
zLrf;W9xG@!#Fbl47im=qC-28gMY(}_mzCG+udwGZa31b-864a_Eq-wsH+BbFo73nP
z2?Dx~+X(6GM9Iae1Ulp_gQ?he!9Aa<Xo;tNC>38rigu4?Du(*E`lGWXHj#9g$fmVb
z?PqMQk7k!k_8IzG(iN)TBv-x8<G$-Pz=%}7Glry=OvCyxeBPwuEL%N9ha2(pK`MGV
z{DLmWNqS>OoG~6Ctr^ar*Wx9%S_Z_+L>B?h^<-S~g8c#}1!4ySQLJKGRTwQnb(iK_
z3<BnQ(?|!yOMIbybp*E-Xo*kRnN_qO-$g@e5{O+VqNY3`;HUMlISrU6HZ%9@ZKPMW
z2<5+0d)*pv(b|~9SSG3lvBOLw`Km}g#@NGFXsq>gn?9367A*aQH4KkASO@`uKqe%}
zo5_-(s#4*{1EUsBjwr1MA!JsBk?{Jk-XDoqNFI9-PG!pXJsZiIy-?f7-X+FOkz%%w
zAL70W<P>I|QKC+vHj>c4%Ba+{mYF{_)zBS-+B9_<S0lpw24T*&CMaop1j0l1i`0VE
znRRNG$5(GA2#y*iP?v(5&DiSW>ghfjqy(51r!Z^6F|ZsCGi|#F`;Phc*InpGJbtdw
z#F~g-A>xToN$Az*8Z+k_^PLO+;4X}Y?<$6agxk^2j;T+hZ0J}<uE8MHbz)I~&~CL2
zt3RQ3V9KxwCP*}7Iz(7VvV9T^L*^_?!Q0>2gJTjAKe80qbJ*J2RMglgI^Rgf1wMFD
zua@QRkG?n^#yxdBf1ga)t3!sPp~mY=oGeM~T^D}xe`<Uf{Q!@slI1~C_nIH22W?}8
zCw&a*{hbr&s-)zO34JQ?Yku5-94FB>o`B&L+O~>Nv&3C&nT!>*<e7L*4>^?`V|6pn
zY=$<AdtQENUqvO8W<-YaQc6fi_hbPZ-`TTgJp3IBAzPMWitj5((D06}5NSb|N?p0(
z7`xnqs!KTfxFoeY{m&A0Rd%i7VzXrQi6amCpGJN>I%&hsPM7iWRL2@VG4=9l6>!Dn
zY^5ajvv3gT@xIdm-?G7(0yVs83|7jF@yEb;;z#pd(~EK@EuP&v5!fbUQqLpHA{p6&
zd?Lg<H$~3f*!a+HiQV*!5R>5e`?B5O^>jP0`*wYm1n%X!HdxFhr-tir{o@75o`{pm
z+@Zk50Mp*?MsPhHaT8rrG+q5@D`B<*fNFiyuI3EwGiQSHo6>2Q$u*zxiOrY?X#!OX
z9BY}QE~2SnQo{sFVY2e!1n!ZO_X0EO!g<<$<Jom09#3*RC(nU%&TP$Eaiu*fa{gNv
zoQZ+2q;FwR8i!18O%jB$$Dxp28m<bTd+r3`wv``v;Bu`sx6F>ZaFP>l;ojpZY0#Hz
z`O@R`O7Qet{$XGmq)u?3Tk`QALZkH~V5iNF!~|zeG+Gnk+Ne>mUaR5fF+bT(65pPP
zn>f)?%ZIK;8ycL(!xzuOA?nAzEXJ$wERu5&R8xlu7DKNsds$KOOIRXLwtE@|ixh2D
zW$b=YnLjnm)SS8^Hc(;X<LImScAs>X`ngA&thNaB6B^cnYg-0hQs1}#*%}$n--X}o
z1dkgr8jv}maofe8BkT1=nyMAkU&3vppR}CrfJyY5FRUEL(kDUY0UIl8oW@$BmfEC`
zym|_E7gSaI@>TfH=ns@eQAj)3t78Ps5k48u-UhLlA<R==IeI=E&E{+;(zWk-4TFdH
zWRz%nZqi;GV4{e{fh*ZT4vvH3(c^kEt7MdRnX1l$*@mO%;;oCyW#M7G!m6p)#t@xn
zl7{f?@}{&S!UxET>j2E>)5SB!9MNK@<Y27QE0{V?3r!icBu9l;Sku0Y#aY?xWLB)j
z#Wz`eL@`>u8ibz4U{W&f71`%>A>~<Aqc5gDpCecmAW{fOD#0Eoeua#?gXl#9PG!UX
zkP<1tKEKd3-=QkXNS0;BcZ8M9G8twITl~o<g6s`C6b|mRKSG}$#q!@6{pz{k!MyF{
zD`Oxy3`ZUFno8_jVE&Sfv7(csq7!waJ<(~8sy;gWu~+aWg*D%2@;unlW#7tShXG%x
zrQ<YvnKaJsurE0nYmK23u*{<MY4vXP6u~M1XS2u^#_Bt+-)ELq_^b9sg`0@PhxOB$
zD7Y!4fdG%kBhr;AFA7ML`l=DrH?MG*+y<6sa3hszU|R$f`|;(nf{ddct~^*R1YW$!
z1FB;ib0TSZ7$z7T=mxs8O=8f=>(M^U3UrjUqFuhN+Al?v)(j4sa^ymkILl?TX{j+)
zR26vhd4Iq`Bq3q=eXlsqRrWKk-^xy5x(s}{>|ptKhfQl@@3!mGf(>n-L70PzkT*9g
zS~*L@NHUUb2%*Ex&K>qg5oWK^_K^`3gSa#}#+M5T3tt0_oUsd!S8Bp-u+AHZfAp}2
zoo6{ri5)W@@F2+T%%`;~Fy1QemGH#RNgNfDt-`8t=W^_mC6x50$2YRAm<2=i3fkWv
ze9GZauP(k84WMZ~qlZ=3$VVHegfqMdl*>(15*hq}5-JGwa)l@nUsJ9yXRbfdwe!dV
z5zSLmn9I}`oK+CC-(}iI=;h%xv-%~+dd+`IposCb3>PMxS%a=SWw7SKQYbQNN*NT5
zWhg?40yn)Kcc?v&ka8>&WfN#w4h3cV!%0<aQCtlFv!nr5nYvc38urM6+?w{1muC9I
z@wQ+>h1W81k5a5+IAKbyb0Z0ZSkovK2j`8fBoPoaG{<@2dGd`e%LNeJLtTJfrH_oc
z0)e>r$YL)97x$TVl@F}PcKPMafL5T7x<}8~#Q-*FPIkTw(&DD0p<=8DXfqH^m93C=
z7r=}n@4-^^J5@lMC)gKuOK^^<tfSW#OL!yOK|^3V%_Wf4m0X{T)t6c)e6&Uc#Uhbf
z2nBBC=KGrGncP_qF5`wp>y_xC2<cv|#EE%gMV0n3@>>{m@9QC=W1<I2xmdOib(BV@
zS(&^`2Zt53wsf(r(RF!8*>ju^L6rGRni_kQ<xQK9W5gvKX)Cuu1r(}|b{G0bCMN3o
zn<aFb8u}{tG4rHFCp4K0)mB({N!EfB4%3vFik!`EIsWzn{>}yaKo^1t+2*nS`2KR9
zCO$L3(e(|gomlK3o*YExRk>64I={!@pmY0kwb?3H@xB_i+P9Z>{RvHx^x?C7ATMd)
ztL73&v<P(k05>ADw3eaLOkUKCKz7AUB_gKpLkARBaoKNjJ1vA<FfPG#L`nVC0cofc
z5MP);s0<|6m`{ZyxmBzAH@5*w&Za6iQ9Hb;Ay{4^j?IgDFJx#*@xJ<S9X!HCz+h{?
zKNj{kyiaXfaF#yB*TF;6uys((bqZo>pP}BnGyCvHe;WE8&%}FMwQpAKPsp2m(yAY;
zukoHQhx`z{4MGrx!AR)Hnom$%gj8d&up8%&Q<{PxZY-&Ebg|`pMO<k&&G*jJCmT7O
z*2m&@s5MsQ_3CHIt5tuuwF-NN`?pmx2ur?Z_ChgHD{SBURMgCS&Ea;)PAcL$6^_cD
zjX1G)^Qf}+%fVEz;s@2Y7QIW`)N`v6X5x|g_i&a<{NmWJ_NoR#vbIFA-c*IbjZ|*t
z3&AZn%ZS(X`1S-pwn8Fi6LAs$(GSzmNhwO=3<413Cn^}`xV7|%o)K_xs1$MMm=EBZ
zjAql9y{F{P4{!Bjl>h`2G6u0#+vleBSmAH2=O8wj)D4_p-GxR8DBidjOnh2=kt-oT
zF|AbhYGXx9|1*I}N6}=QT1E?6Ml+?UT|&4?;P6U7*VFjnaYS#MXJ0<S_JY@JA7tqX
zRgboh|HF~1{))q>L^3W{+uBE<_Xetp7OhUA9-LZEr3rfHDB5({E4x@6>`VQg^X3eU
zgT5MW6wUG3ByFFVUqYZ94hEwNv&MTAWwA5oC*~2VgozI5KK~GMz`rmV7A9R1XhhQ6
zNZ2fP>Esa{Yi!$-U7v9<5}H-LhorEoqqP>U`wAM4i0Yc`c>k>5)(-e?K)I>n&0<G;
z&Ngtms^-@Cn&gr*#4UuSX03ck{8L!~jpG-zjPD_a_I#ASVcBh0^k3QdxHeP_TR8NB
zRz^1q_uKD=oPPc|zulshdZi`4M3mx}H8)Kl$s=JoBO$e<b2o{nBk^H2u&!J}BF|=A
z-)dk-pa*(d@k_7x$nrQBS^4-~5*&;`5l2UvFt==O<7fA#oS*%gs3zt0B)I!$JMVW!
ziB=R+KUdJ}a_4jkmjbdrztPOCmx@=MNg>>U!7?UaI%zluTw;779p_d0j7dGExmd!-
zMs+9sg)Cw<A3<AWXvB5&#E=v_wM3h`zYq#gBjN@TN7yasv++gC#RKJlZKab>aCpZp
zD;SLqOkE*gTZA(OM)J^Iq3}R?NC*cBo#WOMw-R6O2q9KXAKT2FObOI#N(g?*ly<t?
z<mAX5aNhSUy*~GxLV}<6+>e@|R764jdcC6fWWQnNnIB&Igu380lbeS(>j!OX<!#0A
zv4~$bOP+k*3mN3f!>KpBj!%<jR!@zipVNTvny+Rl<fi6JlAZ|Ib;W<ybl6&>H9%by
zwDKpxT}GR>yMMQ*Bi4hM@o)hIR+(ElQSK7TmErACs2d&h<X;hYYh4$(ng-h+2*_b-
z1vm4#U|a;yk1Pf?AsOutjx`qcMEeP`wJmxvbj#7%HTHnLE&gpx>>JS5^|Xpgvl+$5
z<ad*RPI>(RQA*YTDawGa54CeYt8o{jpi1%1DX(=`tI>B(Lc|mMqgw_Ww)I)MO$TQN
zGpo$+acY(jBwlYSctt88OwNjKXDaTUe92iC^>4<6?50bc8;qUv%0FSQXhWo%^32K%
zl2#<DR#fFS9djI6Bm|xzfx&YT15v}e;bAAP^2!U$tw$Eh7O%<vA>F|F#W;d*K#+rc
z={@$2c^40ECHnc1qgr8^cC>WskVx41*>|8ySF!`bO-~iAECXnsf?5fC;T>Er9Av|p
z#ZPgZJD;M+d+cbUwyMY}=^n}eo8i_6e3PKeX;=(%XbD_L`tcoiS_>VK>F4mAc#>#l
zA<cc}WtM5b4{iPz$9;=rOeT@Q3o6=|wx0JerAKmHI2V&WjW_SD`x2^RnJ>9xA(Q;n
z&O?Z@&lpuW2vLAyRyH%KTc_Q*M-yLjJ`E{<{*vhm;r}tY*!d%e7Zh#no8w&{jD!Hq
z<Ky)ojlNeJWU2{|0ro=j0a$oewY!t+DpSM`3#u9&>KNA*l@40&lhW9@ON2AedxIL&
zGp%4dSvyU{jg}3zHrT0LBOMCVMlE3bJc{96dmYT+lvkM~lF7N2lLE>$#x5={SiO7k
zI5}^Ed8nI%l7{?91j(Ho_o2`-#!Ti8EtINB#MtzlPeFzB%9P}CcaWh=+6-Rd^8<px
zZTiXitWxY@{|}lLo}at92`HuM{m}x8pHa_azsU`lOREnRy-B2zm95iceJv#jzflU_
zcRM7YgO;vR-9WwxPfF}6zx#UjY8{?I2xaNb2gK!&?`{(;LXdTA(WEFPIByJT_H`k(
z{1`}o)O`mSyRtRUQSry@_JwhFqb9~TbGfmn6WKE-4ciKdNJ)6E$OVfLB7ySsQS<j?
z@QPC7hxvnv12r_{nP4rY!b*qbFQ&LEW@-+>`5m?~Q&-K!QOE2>`CvqtH2ukE{bp8_
z=fia=cTdDG`;RQapeEx?6f;aG<q;$X&u2Pa^FHwDD<X+8ejzU_6xvO;7iESeb@tDW
zyGRw`CX`he3E^$%4tN|=7%Kd^{6D}e@b7XD#YHVhBXXFp^5QYYxp`7RP|+wxdUoog
zLvfUq4(l4iX=an{;JAE0!4fWjIcepcU|r3s6l}hSI{Yr@gLWNM>7u(CF|n<MaLYS$
zCx$2;A3M_HC{*4znEtuF0ON6UmUL3cb<{7S>8$TI6okHPh>Cwv&{z2~$fz=*>;okr
zB4yia!eh&PCJ53!f{;x^QZe|B(@p>G^(>^hhbtQh@O%JZ<5zU+O{hs){*uGk<p<?n
z?rNpoHT9@jQCI-GMo?H#{s2MXV;tp)C;hhR`&X=*Vf8#NWX|n((99n*iv#x2>8z0x
z)b#{d1c$SdYC{-e;ve5#6u(=fCcx{n_Vum2E;L4k8FZ|BhFb*dM}i64K-C7L@@q->
zL_0N)Pm~&La*VNeBO#khX!UIl3AG!qFE#I{+!JW9<TK7A_1ftV2T*p*g9;0pjTh&b
zz<h0YkM|k|Q0rvYdxR`LAK6&+Fo;h<q%J$-X+C>w4V87O==}>5sXUZ&ML+St=XLZA
zOZ$+=U$wD-Pe&wMPtzO+$rsKWr^CQKx>msZJ&aezcj$7Pc3kT^p|P&{6<-sDu)5<V
z+$-Is9k&Iy@GGYu6SND7r`ZYt_BT<jH*;Z8zViD8&q+)b9F`frPtfpURCv1NJi~%!
z9*}Y^U!b%oV;X3l4~6F%FeTJ0jl)kD$)I2RDbcGDt08RJrKXH%YksnCpwfb>vk&f*
zI2vJxepc)T<78WeIX!d&gp{yG1*SHNy=2@Jn4_47_@M2oFc^6Y+-QlyoFMU9pIoV*
zCdr%K;B^yWx^afm*w;v?69EiUXnsqIDlyhW83n$cB1*(5Tikv<=|QAL5kWaZNbk@Z
z?YdEF1sfOO<3xJfduVEfAa(uNNH$@k+B!}M)TY`-+C&!#c-JmQVv(4@A6yr&-AD*n
z)pELCQv<6YS<kg#2?Bg?h;OgsXJjMd<G6{}{1)dhX&U&_nYb^fZ~<(KtTwhne{lFF
zIL~3f1~`?W+{?)x$nCx*4{rZ~EK~dlS%AP`L4NXtCsGT;8?G|p@kPU4zLGf5zOB4?
z_sswhE<>8_nnzh0Ax0(kv#hU5i5snB&_^Dj7y`mCBS!%QXYaxiQI_dhl1XSO>FIr9
z4>zsFaZ%0HUyYOU%gur$R4x_znv7>T#x~s~u`Pbwz#7DM6zmiPA8WqW+ivcPMuGcA
zNjZb0eHDDVxKu6+_|BQ;MC&^+Dmw5LLHL#<0aCCqI<66S+YR=cNtLzx@kn?Hok^PI
z&XSVK7<(uGXmq#(Ru1QsNl-e@B^4}o8YR@@84z?)q8RcPwn>saIUoorwY&N*l=JkH
zn)jAT5O$JT#w$Wge!rlQ&mbE}zKw~Fp5h0Zh14>vdGt%uY#Ck^FXKvjPm$cH5cu)N
zbZ253XMs(i#^Bu^F>GRc^L}4R7~Qg5;^f`Ry9in%9+~OQ_U9D1Tp6txtc}q8e$Sl&
z<i(mcN;ix1^f}-iPQ&$New;S-RN@TN`e(YrOp>xObr+I-bx3#N0@RcpS2Eieu~~gz
zRhrNf^*&}Hbb76xkPxByvW#%i;M<Ei$_K;U1cvR{HTJQk>@Ff);8uYd^88aPNxJ&#
zWbLF=%Ydc}ce8RDnbwRG!#ovuT_kiMe9(|AmJP$GXtr3gSph+@v8)zA<Gm<1Go*~M
z6H`*Ghux%-F{tLdjYrG)!)Lp5C`D4!)`V@V!gqB)f(YNqWM^s2<Kv|-F%JM~39i-S
za!GE3vkz}rY4l_8`>3cy!O>QerQp|8FjAj^wxTk%(JrqEA9vA(@Jyy1;>{p<6PK^{
z15M|o45iG{uCNH`jpt+;ie7C9Ne*R%)H#3O-TUFALDs#`_6gXxKWysU%c2CQL1TZ!
zC;BYcxz*1UJsjUs8fq--=hwBS$(T-UgqkC2XV*1jZ7?Ze*La<qb<`GNs%4;J4Uw1(
zR6~r_XoL~>pIIHFB-K+LacgXy(s*uU@9yg<xIU+asW?ZLy(ge`-fOFIePmBa^)zgx
zM~+9#u|NZ58&0zm5w{~aPQ43=_O=yL#77Tw;lkG(A3#q+VY9w6=N(^;LBfC_uU!Fe
z1BR9~90Zhp;v`9jVsExy&$B_x^bPZtIoiym3osiv#jx(^M>dPy6dw52Yda1Mexz~#
zVS+PCZlMvjJ+vL{*|xCDUR$884(~QfzDf@7e@G>Q?AL<1gLyV)%%0bkF=y2zs1%0I
zD`ryc0VOOi`y|#$`$Y&<FC2iuRYYbSI`kbi(ZDW67Y`AZW7-Bq5Z=g)I%c^|ibwIL
z!5}Tmf3p~USvkOh6IG4pp1_iSWvyoY6~s#1FuhEYQOgf(cJ(%LwsOfyCrGhESW5>R
zbouo~idAF~<H7t~qBw9!uDU)Y)RnnHhRvrzbR$<93D*q?>!N{qYVJgj;q7eNP|ur#
zicCj!3z-w6Y$OY`)2IM>0Ba$aeC$sV71z9APrO^Y%xP}_{PQtQr!g9vvbg+|>76D0
z>*p2E9DNl(H)l=+8if0vJEBv;f!ize@-&-o<BwP2kJwQA&B1~)>znG*pQ2C4<`Pfm
z+TUl<o|=!YVby%=@}%THrf5zKrz=_D1G0A;0<V{{RTTncKG@#EtK8w}cxG-MNpjS7
z20vVxpF$_nP8w~Uh`$Md(b1C0^xKjOP!9@oTnovxjc-u4O^vo8c=fSCWM$P-h{-5j
zFgAWP5_g>@F@93%`GXl3_!#|;=sm%P_lvn0S+DF-84)^*Q{dOM&{x9QRM<AqC+%Dw
zXE;BC3$D@DZX{za7-F>KE=L;BNc@R2`C4$oiLon7DN(GbA~T${(PfV6xXV<!yvlc=
z$gX0jhXIKQDHQG6GR>s)Y>Nplk;S2$EfYQ}7qd#<7ko1JjX87@H<x-LDg{^{oNTMS
z=6x4NjVH5Z@joiu#pn98IDcMI8FYXO3LP<T{#1en&9UwtDN3|$6*P-=*^{&@#X+AY
zplp7Br5EadAmF;Daj*AfBTcahUOSAIx?{#wBb@=$&!Zc512OLVFo7_ltsC0-{0r1e
zK%DG;g0jL`@!5*ay;O%uF|-+iNBGdsyhnVl?wy>gS9gQtkssky;^myslf}x!IFpX*
zU@xGz;^E1<vxasy^uGSFVkGks*n!glYEwMC-U{hKkGq}PcxxcZS)q2Aq`SyYTZ9D(
z5%Gb=DgQKTDl_C<Kcn0HP2-iUhQfq2pSgC&pyjT@^kzvOhUH!o79#SJxCvIgjJUvk
zL6yCi*2*_3mi`h2G}Q(M%|!++0;!m9v>LWiCyvQ;3_i$T@-T6579zT=*Dq#bcx7TB
zm>dE=i0_5Qc~ay-l=Hdn6pI@o>^<!)W0~WhMXB_rKOK)_28wWOHH7Rs)V~^<d;^=z
z@63q~=uF2OVbQGft{)<83hfvDL_*b<Hkm^(0ra3!cV<$gD17zah48tC`{^5(1o-Tj
zs2XVaAj-QQ)VuBf&}(WY@!ZA<i6(Le^`=Kguu(C6hlrYcWzRqTSbz9<mc)FB>Ez(%
z-Af@HQDtd|i4;nfZV5|y*5NMLo*WRlGV22#2hAj>V)=KI9kJ%g56;G9<yFvs^oL74
zWJhC(%cBw)3hA3Z1}h?Hw^w-O>REgXD9J>UzPOB%iEG|AH>4PJg-5|QeU_{&-cVde
z5v_j<!?t#_D;_|_I3-g@xfJiki)`h9)Jmw0uhM<B;@CS9#skjXnoDK}BkcSXfES7H
z=QUQQ5*sLXX|SghcA$v?eXamD#E$Nee2g;gr@rW}^#x0awIyb|3uQng9MuwVoQr)<
zS?2B!m5%dXjiQmQ{cc%XMU&)RbwK)@N&>rh*T3{9Q_@YFMxiw4Bgn+T&-QNm8>d`?
zK!GxuI?h-;>ocihPRi{)tyHehh^0{^WzLlnrD(%oxV3wJ)>%=P_g9Oe(n&1Kke}xW
z_WOA;roPg0C?c(vNf0PjT>(Q)QggFycakcQ#(Vyw6Ft;}74CY2QP`<hVi}dn)8VTT
z_I&X;adZ-u%{eF6KMxdtKp;pDa2T3@6A4QX^#!4+F=#=L^zabNs_Uas3%JG7HkcAv
zKG<B?Pn{$fgD}@!aO7P-yGS^D2$-0JDJ)RSOapj7I^ToRt=V5c&Jd7de8AAppjI4T
zk6<UC=l~e%5_V88aOpL61s5C`L0KYftzo}#=m~t2tF0JYD{}-XseQQId6!5iojkNh
zWkf!~tDr5k9#s?ey%G*fXjn`tm!10HqAUo9UubK=`)fD{9S)_WROgjsjsrdAy*4{L
zC?0BoIPC1<Kxv@%T5|iaJY(2$j%yO8{ij3Z&$oWcsiN_x1tiHLDod-yOp*>;c%lr~
zL#Zn66s){eWnRQ7Sfdv!uKpl4@}A;Qs8_s^pJn;T=pDWnZDFcV5c_;HBR{<uQ$*9l
zW1!JxqtP{RW)kAf4nM@O0^t8(aUR{t(VFY8Xz6`+kLO@7exQ;rO2P`LK>pdpwtoD8
zL5_%=GPcFKFci#q*Nl0K^0<xHAkBc%PVR|z%$?c3{ut_=!b#Drj!6T2NmuQ>7a{7j
z>s7Wr?Nf;srFT?CVXPf@K(7xOQX5BDqO9w5kIITu<NDwR@WLL5x%W!d(V4KnPlv3_
zCSb3x$!w_JrZq(Yqkh-Kc5QZhwXoq?nrBwZbhzFgDmR#@IUilTWIk<aD-Uq%*Ia6u
zD3N~P@M^$CrvO$lFu8>x-6AMUb(C%PaQCl7c%KNX?NKhgkp@&~c5-#^i<~xgNBFyV
zPyjO&j2@pqquYw(Idma=jU7C(O=}TW4o$^N)}o;dGQEm=q3oLbdVps=EW%ZNaYZ~$
z#h5}05&1OK?%5)mH;GyxUSbhLm;d@~=_k6m+jwlicd>{hAMiNiRgdh*#Hh^YlB`oG
zj<BfZ>A^u$u@Jv2LQof&UnT9tL=3yfj+D2a{B~BZ)y5sPHc+0t?`Sz^!;KGTcnC)`
zAFWFVsbj4ckd{GFFho*tpNN>)(A31KcnXtFRg}-ZS}Fph=l}^`qS)SS=T&)fCm$ZX
zc@~@ss;NSIeqX8cnQ+ni^m(kh!4)HNzv%Xp$-7TV{5$#37PV)#^*))3p9pJc5~22f
zpj3LHwObk)ASEs;I<5EZz`Czkif}+S;9!X>pXmmA;Pa+GR)@zhtJ}GMAw!WT(~7(N
ztiwto^yE2RF;KC={j$vf%YZmNak>oLahbiw{(iRz3L3_#;d5vg`61AjkAyE4O4HW-
zqfy(wAq&n_uxZp_dl$s&zr>G-`N2JQ3ntxWA4o7iCNSM@UCTqGp~Y}wAM-^VbM&)!
zm=5Xpmtp{*Sx-^aRFI^YCDFsY5aYTiD0?H7aQ8*$BL_u$>JUJ#tNKX{EiFj{Q8yKx
zc;wnS`SH@v_SswL<vUJ_U=v^+Opa>MPCeA3X6YB%m>r`lu84;baO;h>8T)E?vgN?d
zX+PfCe3qTLO05^J!vu_M)PB3lN7QNwB-r4>{^YWU*DNCPNe=ROPEgRe`Jg8|b6RLF
zBZxo654Y&P2vPXO(Kh7b<a_XwK&yX)3~$fQd8SG652CJNsUV@ltM)GC8u<p@4){IT
zjh5!VfwafKRrjITP|>>$&U<{wiHR~=Qs?Kl1};v9Uegt^%~wn1$9^^hFs&&!F5GL%
zE7d@w<*TuWYb*Z#ig}{e54FNZN=n(y@620$#@QCxt>*f&S4llJHAc-SGv@#<?TfI^
zZ((>EY83}a7VizlLAq%{?fCS$!lcKuMU+3X&rNcz@`jrF#L6dNFHLUUHowZ`COME_
z;{*5h-)78J-v|kPNdvwWso$wRud8uhHwy50{;=jQ6ipgiZM44=`<9f)$oW`odwPkB
zyU6U_1YdIwj?>e|9IA5WO~dvT?fcmY&|nkD8T3iOFV%8-g15&;!M1JQ&__7(U~24$
zwN*;|jv&xyZKCOX4DC){G4t8qIO-_D^8Dzn(XH$Lv)erN?Y{rUfos$XD1ct!UBk`B
zQ>^WMwU&-bvF`Of|H<1{pW7jw7s4e+$Lxb~+}oFy5#9xgOuvihxs5-Cy#Qhx<zWNa
z6L>F<b0lKzH`fD>9zuH1IDt~e=(@i@es{rdEBOCsBCL}@zKC#UF01?pjmbad2mjC{
z<NymgbNww<_=oV}f0ruceDg0sMNbE?+~oh(PGr?^eed$;H-E}LlCkPonu3K5|Gk#d
zKeP(TT%26NP5eU*@?Xl2tQtxt&emX6#D7UG{#vUL;g`z7C##E2DFfJ{YBr*Sqhy?e
zqXqa#3yS?iPwP5s>R}=beK9cAOD~z1ho3&5pUfRL47{zvq-FX`nftF|J^!wa{D144
z$L8<6IR8a;`R|rXaqoa@Pa*#K&$M5}e(^Zx50FN>z5e^L_8ku=UHq26C;=7tf*BZm
zqO|**4e9s!#S%CVEW4Hf@Vg#f?Kge+)iuI_6Zj7<8E)G5H#)Gu*&*I|L8I|l@4eCV
z)z#IrXY1^yzpD5A+v9)NhKVUWnmOh=NjkYYq3n9Zb02znlF?>Rv6;ZV%=Tf^xYWoI
za6j$tYO(nB&9Uny03v|g?E3Z~(5AlMsHWeyMB3((cG`sf22cd6QHRg&aB_uC%_(u^
z8S^i?XOg_O+ZDl$-_6P`!>!&k$dlo=<z3FhCSw3;Ny@%Tb%~A>K+s5+cL=!X^Rm=r
z&1<*v%@ery{QQjit5LDQkZo1&QXWtqQ|2@3^3fP^{_4|i@LW>n<6Pv^-kR{RQ+7&!
z4l;)X`T1=vf3;t4_r6{0YO(*-i=qT#S8LQx*V(VOBo}8J=X7Kr?UwC&Mo_Olq~VUB
zmRz=NCAfomygIZKshmGId%|K#guE_yhNdTuWTO5mRQ2DgeL=(7Xc=Q4H6CFdyByCP
zLjw&tRMwSu$Ft9|&IEg$vZ8h?68E1ypB*5*tCMKI?5`#pYOByrh~RiU-Z}cs?N0zY
zJubF(M^Z)f{!%Odx4Yy@kj?U+@WTiY3vdf42{Z}1k7zV^{(KLL*UTY2NM(5|?=;cM
z*j%531voRG1dq|XPQRxHsb5T{4CtvpdjKHhouZ%9x_hvE^d5AvZoF7{d94ca^4-0^
zK5ABf-st*dXf$!FL*@T)a{`urUo-eWKi#e{u>kL=^R2)~0bKCo0pEMB885D`3XMDO
zhLJK%80mFRa*{SX?<?oH$pueP-zyGPKCY08)ENEBm}<2GwJN8pb(kksFS$+xQxZC|
zdHaE{N4%;ZkJLS%y-1vfN-nzu&l9jZ4|YI#BE*&Jzd{jkQ#*&6N6<j65silFMxcQ(
zu;tFH+6R~^q>>}pd>Re7`{a73?dgYa@w_F!3(_QU9XevPUu%<NcsbwfIovULYDT90
zmrncNi1C*pyrAng3I6Y~DHEJXw)bl=Z@C>GAJ-|l^s!1D1}-Sn`>2D=9!35S&zD>|
z-*@S9+(z9YxBKw$;O*^=%lhu|s7&xg2rxD<&$t@_OmFo&_1FK!C>U2j9?X`_S<W9J
zr_3BbnoX3b0QMNZX?DyevS<C9Mg3_Sq0ohw<Q5<PGpgiji89y=;XhFP$F~k7hbZ%b
zTf+O#IADPtH*BEN-|?SYHkK7-APwUAt5(>5?@VZYn8M4s#5&gh+%g_U+;CWK^j}rO
z{(DaZYD1K@U7H^NVw(Pb-M@$O_vrou9Df`0KPKw$x%&_I{u`?P0mHwM`5)8dw<G#H
zrugl5|G6al9cKIvGyd*@-(ki-Jjg%r^LLo>JIwgogZvXee}@_Wm?po&jK7WKcbM_d
zY4SVF_}j_;-p%+OX8aB_z}um}qpIIg)!z>DpYGy!RP}!?s-n>VW%Amuf%A+P+XF`a
zPuE{37zu0t(fmJbFyK25jCP&!pBc<&&_2MZ&Ew+gVA}ik^yKX9?BwJv`2W_kj^)Kg
zKF`Y?Uf82v(#q?Xz1VDFUw;4H?hr(9F0UP&Azf{CCl&F_njlf$1(z_mCmMMY_~+>U
z<K_$XqUG1|n$J5!iG`P%r;VqbIm2fw&A^{O3jWA6`aRvBfJ;lScN*c2aPnG@h_qe&
z_cY314WEC-m92c2{jbE<d}rdYGqz9Br6I~oq`_`$Ybz*9r`oXDal2oBcOpl~`}$DJ
zu4@1EJ`9yqn|Z?G7bzGxo40>tGQHY65;C%n)|;VoI(*+G?<*yL5dMC7@^yU=l{Oh5
z;{SZPJ2GEm)aiOO_X!sDvUFr5l{In8AGDk5`c=?Tn6coODMP8i*^22uvzr<X{*M;}
z;Ky0(@D)fFnD3six@1+_H6PF7b3a`vQb_H1d43@EyCa`y-f6xxWHM?Jj7{11@}x2Q
z*!Zi==@+^<-E6CDw|0Kd>ZJYa<cHg{5__XoH|F_nXFfrl-cGt?aFU;)?D2T9!E@i|
z$!sF{){to;RbvGBT_Fgh0?;|F`&AazI0~{tx8!Y!amj}gvl7did7Yb^o2eFXyQ>dx
z${u?oFxQDH1!ogP0J!7MltOhvL%#n0BI}BQ6VojC@dLU}?!Hw>zhnr2t+3`VD}0yj
z^Ok<St)sr7Au(#pGgy#ZQ0URWvZu_ay{n!j1)Qee1q$lt80QS=PK|O}R0-a^|5YlT
z83Ak{ZrMTEG1(c}gd3hkf~X~xjJpFqz8|M2G)6FI6X!4&oa+Qrr-0d-x8O!6Xwpi0
z%s<Bcs(-zpwLAXI^iQw3TsEG%775yyKOQ7sYK_GHIY6v+J32lzY5OA}Kkd`>U-e|J
zjPdS~%W-8JOUG$qiIe?1dXe!XMj4ir8gO2E$(hv`a}>B+X$l-0e)CH+RWnYk)af0+
zJ`+rLx;b71vnsM5)4mR4j)If4GuJbhZM_Lb7wIZh#yMs=vF5?QdZ8s~buiVSfhS%t
zS)j^$l~%-$R^$<Bq<lB?j|&y{hW36%d-#bZ3#L4b>&HJ<2!QDrIsG}t9hQ5HnfnjF
zx`GaT#ad<W$#u+d>Kg5Oo30;KT1^eHrt^#VKcd5bqJ|d?kEhR580G3i&Eq_!(Tx%O
zzhz_p1QyYT??!T4&n*AE_8*AzPq_Qf&gXyfV}IB{e~4u4bjtrgmim(b^#?18kK+yB
z-(0CbxJv)VmHMlaE$jcQvaUQlWUR6uEzK=l$hh8sE75|B^g21%|4}#{;s22+^{)!G
zza~okmlEv%wW#ZYr3RH2TF9p3hhTKIICQi{(?luBm6sP(V1%$le>4MLdbt%<_c*Gg
z(sVNKx?r>6-fTq(Ge_;<_ZJ~3QlVC*v<se_Si%QW6z$VxiGhYB-e<-`74w@#BBq=p
zvM}vepY*o!wp3;m6clO*AABgR4LjU|8_-}%bYBNF!Vx(gk&&~qver~qwl#lcrK$J!
zx4$zVx6*^;_)NhdD*MdmK6iL{n9BK3URNWd+pK3`u$|@~;i#%BpJaOdNmM>uT@3u2
zNQwFR`Ofsky}i9<?+3TI)y}6BMiyQko}C_aU4677ZqXQ358e<eW-*802BP++rly7l
z;OeNGyL%_8$-Di~uO}zAc6<ZsWLCP=vU>riqVY}$FyvHW=5Xq#k}_Z~NlHXSL_$JB
zO#H;w-8K$y&jA68h~~t|R;KVaFK%k*=0Ivzeekv8EXKs6ghSRHjGvQ}6Sx$vo12@T
z-}5#ZFn=DzCoGJDh!!cUvr~GCCud^Vh@~9Q3-8j1#{&KX_ds=Zbxn=`y(lme*E8-F
z6GS|PlMCHzYq6L^MC@6sz#z17*A}+kXW*!vy}iF@J*Ym_&d#oO5K3oCJSK$#oBJE<
z%)3Z=j5p-g*CCR8;W$=u1bt)}<Y3;`6Mw_H+06rG%KBbrc%W>MCRRv{h8lt4+Dw4g
zT;?U8u{5^SkeXCcD|T{6T#H4ZxF95E-oncrFCyR!Dl9e#C#i@v`8vC7nWwMTX&7x#
zG%hgVQwP2Vby&d=IZ{_6mjC#1O%CWyxTueazAC5q;OED|1a=Ja#vMFz{kQ~5*N-1f
z)r$nUzIoB{<%d{!L!Sx5$<k2-3(}3dNEU01EwB@#2SZxo%FJTNDZedqz|Jo<Z7sU<
zHiOyyN-b%i0Op}+L>Kcsd->V87mDq$A?LFNlqSXyks*+alPNKy$0ykepe^CCW6+ir
ziJwo}qeY^v;;FroMu;1&u!=*Gr9%ib_25iB4tL>loJIkP!YPY#$#zZ$nx1Qyn7?xs
zEhi3|JoqUd2Z%w4vD4tcY=&{1{6q*Ho-P-UQ@B?xen^H^$C<>xY@#0=L*e?PO3Px<
zdV=W+hl((mB_!a7>Tt#>>$kGdsR!!BEH~5L>I&);dNOYBKo=aZB|f;P=JL33LTFdQ
z)pgRL!FA!+`CkOc-p}==1Oald#I-*yM`;gR)k-gqOaaLTMKNa83Qr>s1tSX=ktw<w
z6sZ`X^EwIY3jksv7<H&qi=hzc4Xzt*U7}4obK^<}AoT7jh=UjEqQz*kCp$_u)M~kA
zSBbQBw+c;>i#*YK$$K(sG@KT;3&t;pA$-g~X{Fad`l3s=x<$#Ile3*E=3Dd6*Xxi^
zFk@N+Am`@>C=983nH9R)-rkzX6$28@%}y!VmU}XFTR#HBZXSiFE2ih;kmfb^e!7LA
z8M6V3V-D|Vb!`Kh1ikF9{aFH_R`{};aEslnh^$?`M-UMBk)p8(JFc;<b_Any!iYm0
zQ9SiMy4xr%Qv!(3lU?z&R^0d8<Z^rOu=W$%d;`unF21g*aeQEER-peY{Rc&v{{+B)
zpz0q`%g+9W`)>gLqp<bA0WjD9fUL^F@izjqvvK_oA^2Y<!~Z`)a5k)mc3;LoP5yfw
zO&8m!+rzgr)*oiAC7O@0ldl=(n$EmVD)OtZm$ae93JcVeDaa_=5g;kx5Q5|4&=TTE
zWM#>P0<kbwjMCVUoQK^z{5pJ<Npiw&N7FCIM_)2IfnPu;yk`@H5IV8nPgh&tjsXU;
zcp*EV_VQ*V0v}|)OO!qA4{lFNl!Zau#s-9`-%i92<b|oDLY<OApcb71C}Sm1i%4Ft
zh(MCauZqY#J1xxA+nX8=DPd|DJ&^kYIz!&3uS=9MmQXtsJ24VggPe}eyzJ3lzNDPO
zx3SD8U8x>sl)*tz9=Xrt2-As)V{I)ne<UyEUDEQPi@re$u6&|S*BZE9FBQKE7j`s|
zZ)@T*r99Tc+JPHYs<2q+RSu!M64ACnt=CV*x}8%`Rg`42dG(_J39a4AP+kJ~65Eq#
zZi|7$Z>Z*`=QjI;l=L#s99yV*z5lA-OXnOHfd<?lRsmiUKM(GS@I|7>iNwVAK4Ii0
zy|2#GhEY_;ZQo<$VIG$i9Ae96{!+0&Ns2}A&uC0_gPW7(#)i|+T~+%}FbBzEyx6-4
zf=SYzkdU?{Kc0+eitx#Yn{!}p2C@zlQ7Y?<>==+6(Z41ERS#3r&l6*B{Z`1yy-p{4
z-AJ2=&jA?#poI1;JFHtdu1|{Q{LGg5YW2uz9{9}YRzMy%i2LNevFq}dlE;Y0D@yb@
z-gg^qo77*_%B!39qOt<z(AgUYwa5-Y4&~pPssFqSq=Ha@R;4@I&A+etpurC=pFo28
zV$qY;h#+y0rg*MO;5>a(eOa~N>c4hAhEWtoth$~k{w3`w1G|SrzDl}3`v8CUTAhFC
z<8ex0=W!C6R>aYO{pvCXAB3iu>vm~0_3gx9+f7B)aioN>3yHjhaG^=n`Pvx=GyxwA
z^F;M?$x}TIHefRRiWg_@+DJopdXh-nto$%@pg+|uGl^lsu2I<Lt=b^rwJO0SIkHj6
z5u(+iErR0n{EE$a?xu!dy$1GvnSUkRybOT4eg4){eSv!EW8&jzP}U*aBUg~j0eJQD
zva!L+&CTsI{nfY&QUizO+eT1#w|Lbm*vXHuw2pFhDuRDhqCLDmkdl(ZSktDiZ9%17
zsk>>PE!43{bMBzn8LhW_T}<JNu^ZpHKH;_gWcwpcq`LOB13z8%<18s$cksOb;6#}X
zU8SXAvJNM^qYhve=B1tPR>aI~O_;m=VW*KqW12KGvFQz^=#%(4T~%r6o129X{`*H~
z;DsWO8=ofq?TT}(<-`12_w2d|@M=8AV=JN<^pWBfC(ackOj3^5VOhO6Wf$v64Z=3!
z(T@22aKa<K+(!mwDqovUp6q8!C|<4O#UmZen{@xhcZfSPP#G3U+si!-^$YOsc#|~m
z;zlic*Y|f9culT(Jd)Ib5~xC^Suo7IS<d4SB-%F6iSM+v-L8JfSdT>v#8b);SjVU(
z33D+jDDs!kDl_W%r{|l9dK1+Nn?CgP=C8UdF1sxRj)l&}^$aNY@KWw^D~BZ}#pSvT
zB~TZW{lFO73#Rr5ekKvpx0V(BV!z%|SlFv;z?API<GLLWD_n1px{$l{VS6ins8luD
z_m-Esv;5+MZ_x?)tG%W-V!6roY!RqIo$=fmJ~T5fx3R43;J9IeCnPfC?z{)}K|o&l
z(*0yf%T{X2ebqJ9@<LbgK&Ao#`t{vLeLcANl+35#ds&j>8>NR+LG;zGFcEBv{ue7o
z+s8EK+I=J?N&To1Ew({TJ!E+Kvh%91YYFGI6fpv)Z+Pmgj=H877Z<~b-O?<hIL$`c
zszmlwBLk;Nr5htoYaXl^F9DeMnYu@EaI1W_nU({@G>}!GgXHph(Yck-(KSMrM~brL
zUd?afw2bTZJI~igT$+va)ZW^A+BK{1j(C!a3k%c4r4)#G?Xr66oYJaP0K)p1TNgWt
zDr*e`E4#FNs>5|s6ecUhQ#Ba!y9M#0M9{JsP){rNHFj;@UYW9Ux}GH_5%w(0&*PCN
zI<W$#IzD$Yj%k<<aWdtsvGyL{YRLq$WFBnt^c5_3%PXomU_NJf^dR#t0JrCteIIUI
zPgnG+jHXnCL4{gc>|yG`f{<({B5S%G=B!a^=pr02o2W}Zk-Dzy48#Tpbr;mM$ZUE=
z=u0oQOFWO-!po{mI<AZP^j$6YTeqItwxCQB@gzU+RuBf2Hnh?H=g&y~>5aqSZ5gkM
zQ0;0%OD%>kst6wZ{_#w4=V$9SBNaBrn;bB&BTgRddNonES}qK#TI@5%F_wItTI%$f
zUIC1fq9_l4MpG}q5^!43+eEOEHo(9_6rvR)!=&JeCxNG@zFe>-Q#*LKBe2ejX|_U#
zwaHA*{cr~UM>~6`Yy@)>1w$&uF#83#;wQJxinWEOcQff)0jK(~%9AFpE5(_3Yp~5`
z<_<@oPZj(LdJ|K3*teh-hr60!v?Ak;HSe=z)jEn}a#I-Q4_+TWY~!0}nJh)Nzb5~p
z8c8Cv5ok|$nZ-CjQcpgUOF<&w(_%SqCzEe^6RpBJ7~cu0mUZ?}(9mFURI*}4q^6Xq
zin$1d^js8P748@#o{XWNG!771$Kug{|7uw5gFh~dVW}1)$)Y9|EiEB%BxynXpaF3?
zSeePfVj?@71@@_4!)-29c3F$nwG6}6|C!_CYRpn)<m*xW<GwrNOkxh2O40Uj)$nWT
z?&+jDwjK_542^WQ78Y-wuBMf`3TT9%@3v7E8-{K+KB1Po%HKyaR@c(^RV;|p%aB9l
zbxw@9T{gdLo68}4`vNM>OSCP%Pzd^=>wK;nd|-5!4a16fmn_=pFjTrDvu`TIM%e(w
zl{3ZhkZv}b|JiE!u*mL9sGl^|3r0%{h!0X(4&Csxv$MsIZxk!b%j-Ev@B}?-eW}@l
zr;7J{r!tb1=$%NgnJ1@eB#R%AkV3Ao9oxUqII}Fjn|;ID-Yu=jkU2R#d_~w_5-KlR
zK4v_q)?ztL!{|_cfJv)7^XB5nu{#*v$~M7nzWS}0SfH;Kd$7820S1(_IwO~24j+|R
z1MA0+4YwWZ(=$P(@^kQkiCA|N6*k8p+t4p!S`CYnaI$q?;<8%P7M|~$0O$aFi5PX$
zw1qyo1zq&j7FXa<rc!98eaB+s9yqL7PQs{p4_8FT4<o4Cv0z)S3Za(PUq(ME+E@Hg
z<f>F!JwqWItqP$!{4Tu+2c4@57$wTkN>S3X*7dq4l##YZJVu>>n8P%jK6s|L2USFn
zmUaL>tX~iW0?80L2J2@Qc0S)*fAC|b4pogTmdl0Iqt<q2&_`=1fY;JkAWb=06xf;1
zXY9Axd{b~u5TU&fCG4Azg)?#?a8&zEgYiPH;p}N0fbiWdP56{xd5fKhuJ8P=v>+y7
zu#Up(_SAMbVWJlT>UG+jCwRxO!RT5~5PTozx&WnAc7vHXFQ%$*xR&UnlQzn-OxQ-Y
z%<9mgq`CpJ(Dn0D@*>73$`2X|qo{$a*W1nw{^J$!n%9TU`o|o>P(_XI1H|rWka9}B
zacj~yc70p|kqWHsnpHAWD7Mw${;FZIoQ{^?{U(Ysm*de>Mi=B~XTrju8Gq-yCsuJ6
zoZVXVz-hlY9HT-vEBvIdb-2AKfmsJ)WoH^!L<_I7wJEE#w?lGv=w!>o@}`0(A$)&*
zIIC^ZD6gWZ*jVmxvDK$tG;@U~PQOHi&6d#5aymyJX7kE}8duszoXVzFQb_6t<CCQ+
z#~y|7$%Ui@u5bM4)@MURE~glY*w_&UglU0}#n1<aDB#7@w%!Ea^rl(@4vz`FGcHZi
z-26PiX_#KyA>n|Bhn%5W^Zt6?D78-uQV7ee+De&`KUDP|;M_pXp#^DEO8Dv;o6E}O
zhdX2%pi(#X)sO0Nw>*n);Y+t~<@sX#22(`~=7MkFL_)Y@UawoJA5ZrLs}uNwAyNw~
zeTp{QMg8sDY@x72gI8uB?Vc`2SS$E!f8vRkT~Yi{H31F|)3?20Ptk4y5(`J`;A&+O
z)OLNq*2+$`<!JE#o<_PXo(X~ataYbq^`W+q!fiN-e%!mxW|5<*QhuPXkFSz8RMn~}
zW$F7~_S4#!PcFAwxe~g+QJ`BdqQpG*g+wjx1b-GfV6i()J&TUD?OYsNw)l$q>&jN5
zTsp*Txg|AMZ<)MV11)$oCs<~v^NBWXJFc^G+~&B@=dXe$P(pVvaD$6M=+Bf0AB^M$
zBjY?Y7boIxczo!J@}8d_GK1umBn^TeHMWPZ>b`uL8<xP2@|~tAjsVYAWqtxP(SvT=
zWbvF>(St|yOs)Alk!blf!?uTsVP6$}M}JbsM;}kQwff3(RlU{B@$iY>+WZ;m$7;wX
zqfS3z5LM4inZ~So!s~rKJw0VBG*9qDN&_**=@&dE(XX!YMrL_<FfI2Jxdj|uacSML
z8<pAMkE5mTiVI|=!~z`Y@2AU#J_dhs5bh?Qz}HUdW+rukr)3N}<6edWyls8DSyr+>
zpH~3SNq*|Gv2U7N(FF)r8u(>MCsh3MJYkQNrQz*W*_D!LrqUO^Vne!-674C2V3BEB
zIv@P*X!Qyh)t=>=&S$Ijf&6?5#;Tub>>rLttn5F)6^ZQ6|C~H*hbRzelHvTCLTUGY
z{cdZ^Q0cBFIXSkp`ZPT!u%ylHN6x4*m9Q>;b)1HkQRPpEf~5N@o<s&!fcGgMBZ}00
ztx3<!V*(8qbe+<_+RgeD+^^C7I-qJ?0FNA+kk&9IymQ9cEA*m=SwSvniS3o~R|nuc
z4LfMo#vDcYo8$Y#56<=L`W?PYDfI!_>P=m!$LuR~A&io@7@FFWVJO6vM2S+Ja4V+z
zH>a&<H($5Gqt+t*jTW8+j;hqk-%&|@eQEj|Ev6!dYsrjy83=+cg^JY|5Ek*j*n118
zyq0ZU5O;S7?gWCnhv4pR!QEYh1$TFc0Kwhe-QC^Y?fpAD=j?OeJv~O>+dW>t9&fL~
z;IHMiW>w9av%XnhZHz4qWNyz|9Xf!?hTzPg>8fwluX~j+Id5PadzVZgRU3_RMhzdn
zR|d#$(Tma$nac3oMC@T=atTn$_P>Ft$SUxW*A@IIS@8%}13W=&5P&R|f1P?*$Q41P
zPHTNWYwml=%kr<)@sXkq19b5DiIk_jWLn43sBy%o9Z}X-ds@mz&((pX!o5>s$DyP8
zV6x)JScl17l2Y7P10+(TC%})c`{{*yaW_ok-1^fjB`TExQ$pDBDEYCmPNwNqB2@E7
z$ow(Hs<P(K8fp~%u9?!5>bcS0VQ}Kn#(H-&lZHZYxa<?`Agmw014$PD-~(6#TDXkz
z`~fn!eRoF>Sv>Pjr6}%5>=U-#B#+4QVyUQTz&(Rs%|o)jZK+BI%zjbZWyRuTqzvdz
zwQ3rKNn?DCk)UPx$eHQ&WSab$OjQ?@UM3(G&@;o?>y!N0KFO74HpW#to3WJz`97Nd
zy_QOtp-h1!aJzk^35K0vPlej{r;;+PkWU1bcz+~8x!y>~T$peL5Gif4sS#_5PdMg6
zAI5Nvbn*fK80z?#m@j|@>$dUcLT<J|rWvCo!$b23%`866PF#7>R>!Qvl~YZa_|ca1
z?!=Nv00IAA6+q3);i2tl$Lvc={9Rr%H5iWStFBPX&6I>$q|sQKX}tZh^1A?0(QJm(
zlBx1+h{McRvo|0UFW8`Y3w5<7hoWvXrXh7dA*gY#2oCG=1q3uXose^`2+}FojC$!a
z`<@`TsXeWFNomwQ*O_lI=3hR4lAb_N3$dvS%8v8m0r*9%)#Tbf1OhSxp9$s5Orr_6
z*HFO+YSfd1&`WlR=s{vFN`ioM;+0C2Im)qRJRBr<bmBF>xIm8Z`MXmYQ3$(o!BQni
ztmyg{@sYo3b_+&n-xiB-i+4PtURMS56QJuAOucQh=fqSgIF2dx*a@TL10cCX`U;|k
z8$pN63zHuSlJ*FAoXkl?O)po&QYG=h{)S9vQLko|1qFTLebnk=qM|n1n@Qnh68GzO
z0VAj_QZiKiS_oXIjdztWMhWvWqLe}>>$bYb0ozM_%G)AF#+QeMa%qA++KJpIKNq%Q
zL`|sRz!%%BsLgro8;|H>D0dgO?2+{$&Redf83b2W3BTr|4Ezkc-+o{zu3vL2QO~Bb
z#ED&ZrA|&xE|?t>47>};5jw-vNL{ZRsuZ<T+>Z_ae$aN#*x-$;#&hqdI+&u^fO62L
z+wO=OAvawgr%#un*rMSC^F!f7!8~IxnINg0c;dS2J|2gZGT1Ri9hpJf+tabs^@`K7
z<>!bs1sNVg_3D%cr_&`}^-5dnEc665NB!+QA~10au1a>p#%JDY7&5dnf{!40Qzj{r
zcmm*v4P3~qqX2565!A171^M}l-jLwZ4_Vb1YP&bX(7g`y=}E?@%nLO?y9JxF^t5v?
z$sAN8N9HD45SJsFAjoX!u!P+Z(vu{!hnLJ9(Psu4lx-6%X2=Bn<;2U&Tkq5@hr%Lz
zMxO!RU-)4j5_I?{ov2)6bR~JqOCLylsDk+C^LCw5sa)%pOJQ$niV4a&!sK1}1=8zY
zwt&poo)6?T5KNsCXnxcri0sTncWebBY-CrIcr0ddtcC@V$`MnMyiX<<Bz+NGg|vX>
z9XkBF=U24hZo6RV9+qKyM0#tbk^*cH?0khwxGlJ%^@yx?X+=-F(xYvAvH0{e&*`i;
z#|SP2!A4YFT^||xarHwaDT2p(!|rf%_OBLkqhC*`E8Vy}pB$ctC}c7$l;+6OgCe9O
zM78<~YN~~+7M!Y#`Om;&CZV!mI|dq;dz81SJ%ATpn@;JjC=J0Ll9pt0W|sllYx=7R
zROa>zz)?}FC7y2Fnk%;f&XHrUiR28*or}QpNov#C9zI1Vp~&IeG|Ca4Fg#UC)FI6m
zSQNBTOpxNe?4cnW8PlOCygU#HVl0;Xe3&B?N{aGAtnGQLlzCyFM8w0hx-UYohVQzA
z>|F}J=5a0cEKSsGGmw`6-xxdVoHmR}ue(<TAtwmm9;w#m^d9sPVBXv8>nq9*^}-vc
zJ0`p;;;h^4L`Fs;Zqjo$mVmG}&@XMqdqerJyKKXg?5l^wUc?uyGB@qRPE_?NpJ2`p
z%L}r`x_Fr{I;G|Al7O*^52P`C76i`^8!<0$Ef`H7?+>MGV;A*|VkMy|L~tJ1&u~A>
z6N^1z`(QrzvvDuQ+~aO5CzN(eq}X=rA{w?Ie4%3NIWymqnW_+BCGT;#q{4tLwBc=?
z9IxiF-Qxy>Ia_$P_zNp><|lQ^T^!_0)M7)MgSzv1EY3zTsVbi+)Mj(#E&x{ll_3?d
z#l`io+^^^c97q~f6D>qP<+sg0UG-J58dUwL@=@$Q<6&n~FyRwIRs`ag<4++(IZ<4M
zdja6^>Oi9b;^xCjk&^;ce%~C^M*Ypo7ryw0L?PmZUZcuzXV;>)^&|2=5GK)z>TuKM
z<m3CE{<!}Xq3SK#U`KqM!TV#h8nKk;5jo1vKM~mDjgcya_RcH(3z{6K$AitjOGnUB
zxfjRyh;v$cp}jQ7Sg=@9>;@KV8eesmV|}n^8=TC?ZxkMB&t<eTLw5GD?5q05#5%|b
zLRqf?y^V~MyMkzP>YADshF1oH0t0k@%KPA1C`cU(CQu4C_j?xktT;fP=gy_`p;*?|
zJ%S+)VfnS3!5*P;84pocCv=Q9vv`lQE|cn?>v@Ec^WlU5F%#*8K1>Kr-zpIBGQA8Q
zcr72&ZAx}G6GaC?H^x0x!%+r-gH6QJBb-L^`P26d`ul2c-<sDx_<#MFOObb*r(YVf
zPI)y|fnW+n9Z4&`Ka!j~T6DPWdB2L;MZ2sRP?3IKrSyY9VeJHUa(-Ed&9pnrC4ddp
zm%MFnD}(&3AW>)n+lNiN^3-5-M_pK($dA~Fm)w=7pl(gqm#Ai-{bM=KJ968tfaq+0
z1y9s$Q&bSG_@uM*$-<;pjw@^u35P>bQ4v@bf}PgsQtfez>$UGn(9|*V@iMo_H(Zb(
zEyaEjaH<=zly6$EhN<50KDdU&utu}M9A+M0(`U-I=8W}QFbA`p7L*<2U}6E|M+5dJ
z?<e5#2<}JLtincTD~;p4&osQU2r4R?qCm#$ZJwQt?W1bD{e{8wQqwUS@1}i3X?{D@
z(l<HZi@*B?LkmHEN^_N9r;;0w<oK*rZrW@1FqIoIb>aBQpG8Gk8ReVjQjMt}1bkQ2
z2TXy9VI4qRO$DUxvKS#@+lfod_X@f4j~swO_FY*QfAc@a<;@HG^d%zzL-HJG_?t_}
z7qUl7MVDByBpca^2mvAuPGH<|O-^RqeLGMtl<{9Sk<0J^1NLR<IFSthD<1<S{*Jgr
z;-~lTu$n&rm_JY%RwicFe_}Pih&}#itcLl&0+#=0Vv&EL5up<_bTZX96tVm2`X4}?
z--ILoEr@1CO##gbqwgy?PLo=S5JtREkS~^sW=@b^Ttg1=P)_psJ5Rv}k=!xK*~a7h
ztw$Zw_#MUF8GBl<S(*&a-T#Z=6=0BcFlqNcL!bClI_f3gukOpu?_7T$iRuu`^fq<c
zCun|eDlcCr`7_qI3he2rDf*3Ub=Bhj9ubZi#}EI{n20Fi2@__Br{`wC%6cmlnRSpj
zeqTnF%@=;(#|Wlgx;G(9vAQa=$`{wXd@5a++D)Q=dgrn)<?{QDk>H%4t?K)Qzo$|h
zzE!TQmdCPvSI<2SE;>wJ9810aGlaqiAJ)N_o5|D2&cmTW;f#RK&inN4VxcFw(f&GA
zLIRWf&nVcedk_hU(ChvE0*e0cso`h$jqRS5EvRQcopTF2BaOZB5+#WM(7ybychAk!
zm20c3aq=xw-B0kp-`iw*Y*<A|kBk5gH#%L<^;t&#8QO8s+R;~<I`5^Um7JN5Yl-l7
z9o_ultW)`Uq;a>l<iq_LfMnZ}=jxx?wXn2YYp=IGy}EilblNAmzb}t>_RjM#G0=0m
zoSI!m#OHBsx=s}NGeYG?TX+93Rs_*XM?)(u71xxNvmNE`Hg$z!6F;51xy9@HZQGbm
zyLIvQ_v6=KTU>9q7VrGRsfYIqguP*$-}&utMjqG8))w9F?Cw|B0ui5o7tw^i52E|I
zlg=4;ll$q`%Z+Nuv;FQmukAfsivIL9X8HQESKG7K`*de#_CIo?y0J0+_PmO@d~dC(
zo@83z#Fu_2)1aY04O_x?#^?HI^}ccN@KF8N<qrqC@2e$zY}RF;#%cn+p`G20zTWQn
z6_&4ibDtPIhyHct_2p*&eR(ENOKlxH*W3E0wr2Az^!-|4u5{h|-9Lrr@#t}5dOlhm
z_#rXzO{Re@v-Q!&W@YfM{U7Dr59003!TV6rTurvZ!|VUf^Q$`kfP!)s8if0mhC)U<
zi~6GK_p9_2!Tg(Z4E`iu@CRHpK=kwTFUfxd>C%#8{PHU;0OrrNgEaSNR1Z4vW*KGj
zpL7dEAYFKNQ0Bj4gnUB2*{H;g{Fz1q-bCQ=XZe+Fej)w_YH_1K(?Q>C0&%-=e%0_S
zV!{=4GNxZ?LP7q9F9=`Zf7Mo5Kn_D<uz#hI02dJjRzUpy8Go0?-<1l9@b9((Pz!%+
zDuDIzx55SVHGlUTe{_t0_u>F!=5J#J&>sFbwW;`tR%CR}JvpCVc8AyhGQa6EBY96-
zUF&LXT}_=lTq@enZ;E1_o66fK&Bkedu6azr-)~;-OE>ZSG6ngw>OnFi5t}!?T+A&m
zz5U(YzTWn|^69iK^RaWD<t_hqt=y<>JRB<C&t|7bQ_Vw}PIY)~+4>9i>9pSUpL@^N
z`u)1QN&exwRCa83_P4HL%ABpMY60wduP6COe*2R@{e>mh+q>7m*Vo9uGW?2ozTURv
z>Ttf)3vgaaF1PO+AX9P`j1$XO+$vhHuWru(Gim-Z#jTxn+E-kwT%U)A8kzJ*3A$I=
z0Gyr-%?)m+V|#bg>FpVO-kZPOQ63DJH;?_pyYA-s`Gh@kk<@U&%H&FGkCj)Q%I;4u
zL%YZI?+Yt#FAtY>e>n}8+ohv?XDg~Y$(i^B_&5h#ucz~!P3?$txanzHs%p({`rCKu
z0H(fwII)r7XKSskw%bR$>ll0F{nB2nr+k~dj!zEz=DXdeMU9WJnDcYxFJ80%kR{#4
zbNp>>=rF9k!s%wV@OwStN@3IHna2*ksmy3vx=u?)%hvA?fCd@H#K0UIm97;@@q72k
zZ@DfkbmX%`WDV@^D=aYHA9Gsc_@~_YDF*DTrxj53SFOC?4J*zv-IiVlc<9+@aInoI
zWhC8xyTIQ&dR*Ks@>m?EPOaBB-?Y#AHe{<=xc~7=Dv)k~7p<H7?E2hqmFcl}=5c^;
z0*8R`kIxP1*wD>QJ=JMm{d9lW*7o)$-SWFC5ejEb?^)G(zqP#Hmh4iTp8dm}CiRid
zd>5&2uYca*dxrhxbr2$vOoZ3`7Wyy$=Fh{wXB($My?oGg&g=U(11`TtQT`ZO0T8*e
z|25$9@0eTxvkd47<q7{=vlIRrZGriJFxn#cMN!aD-`c>Cke3(6-oeiBt0m0)!uuHz
z!e;|(JwqS^pg*?vWuPxWAphJzK|w&lAi%&tLBSxwA;2J@p`f9mp`f5(U=iS8VBle(
zpx}_;;1LiJkr1KbkWr8kQ2=Sg_YNRfC?I+u0bpQcp!Xgi0w5q@aNu9tua^M+0Rx^3
z4gm=T4Fe0fpcV-T1Q_rxFi>!CFfhPbPr!K~Fl2BPB8JZpsB&K+iEYsseWJ6WNCYZ7
z(d8#ENSXBPe4$}5FtM<4$jB)usXj8Zu(GjpaDEXK5*85^6IW1FQdUt_Q`a{zG%_|Z
zHM4hcbaHlab@THN_#PM(91;^77oU)rl$?^2o0nfu_@k(}s=B7OuD+qMsjIuEx37O-
zaA<0JW_E6VVR315YkOyRZ~x%%=<@3N=JxLX;qmEx2?z=p7zl_D=*|1^_ygN#`A}2D
zixi!z!PjY#MT57)+><G9hZ##$IypHxX}MS}r@%t8m5_o~cj*hDrf@X{j=NIZi_XZG
zD!zESmydVvKp7%e#cbXPZDRo`-1<u`<vlpePBb0By{<30=E!nWets#34pM?kV}aa8
zZTS~`L8k?(xlY*k<=&MV8cDNpRHLd5zDsB{N-pJimkF)rrf4Dg_B!M)sj8UvgMNMH
z{!S}m1(Px&l%FA*%Mo0BHL!CZ2Y{aDXWI}j)9ku&2I<&uOUF@My09!WEppj!%i~(K
zwvw%lqM)G()UOr`OjTpdU?_9)BZR|!AeyBJda4&TprJs@kJ>(EoG}&%h|D#>hJH^T
zq#&I&qs$4R>I^zCq3tg!m=r>PU;KBi=Z_}wYq*l(UmDN9i!5jUuSAx!urU2|ZVw{^
z!@qJK|NpA_OoLGUpVE8|azX$V=I_7%r4lG22~XRAX=7d-I)k#kDVFb=jDh-LdJr%M
zt|P^1q}7SQ8?UV49JCQq&W~LZr8dX_te8?y9&Z!c&}Vz|bCASj4C==rKY3ZVKFzwL
zSdrnhahPG$_MzHY05q7wN0%&DC?KPst^PlnLvWQa1Q0%su*OJwDUsJC3N`6Mg}o`_
zVH|i5Gd(JqG7tM7W4{!Kb{x*&1Y#Wv$)F(;0fCsS<6-Q{MFUQ#Owh&|^sUDmj_cF#
zxk42SBH5S%Bo$3;%ndUYDBh5G)+eQ-gSZ-<`Kh?2iEKnS7W<`yR>PE-lriO}Fx60g
z1h|P%!8qkmHeUdvIdsl$Tu6>$M2%m@#}(xmiF?HqhdMh!#vvgE5=gW-IU%&a{<LTV
zjA*U&1vpdgOS~ZkmW<OYjIA|Qf*uk&Eolw-8T>SDkIaq5>ruyXqG#qOIQjgEGi9zN
zb<^BbVjrp{G_Y5dY=Fyoxlt9Cg$<%;Ip-T62)amQ84@M^PPI!)Ubua^$Q^@>@#C-A
zf^Yo3+7h33Ks3bAi<Yofo=1xmm3v+A`RC5W!xD0oy#r}ISmP@HJVYAfq23!uK8P$F
zJ5m9{+4g-|0G#Yfkzbb%QQ;_;ntLHZul0!|9HZ{CF7<aNgDiCm^yTJE2`$(eGhc=D
zr6CMZ7nJLF8}o)c6pX$y`my3d+_x!{P?B=J>fOP}|MRlHzoHy}rl!$i$Iy@jJ>42q
zf>7>QyLVFtqV}xc<xMBw9lhSa=9s-dtr)SDR|--zTD)vzKINgX8>6D{9El*nMd}3v
zTT4V=ZAMPna>F!@5_i7H#k_NB9nC0g<5{Kp@C~Y}He7Nj>v`_SB(vkA^iYU3v}wJW
zM@3%BH6O|Ybe2jC<-?Oo(2=@BLQGXvw4ZRi<^EW3L_u5PMWoNy_Bvsc&VidBFKQPz
z>K*5}svS4wX)KmJr{oUQVK@W9b{i@cE?nJ%UYK@%>iD!5BTh&Oil8Bv)NzYM__x~s
zLD4|UY4!VmW2@MoQJK37YG3%a{b0UZjtfL**k4r6!XxFdhW`!}+0a&dhZu+~9Xb7A
zzCRws4_jn=tj)RZGXFVS{X=L{AJ_c+8&plCOihHcEc-aiL5!KKcGrb3B35~_7s(;8
zL4uGrBFpt^7h05`a?Sbe<*WJeJJ5G<d8~zquGXe2clRJk5o{9lYndJy1c+;+aQ5R~
zk7;MC3F#qWdh=N?{BKq{<E8HPA#%b|E^j!G)Jg=0r*F6J?cGSgVOy;q`rJkmSo3oA
zLE1bUFGpwW>8}xW)DLQOf)MwJ2PyFPTB{}6s^={Q>ZU}?NiNR=l<62%x3`yCyhSTV
zpK|FgRp!<(D?+9v)da!<MqLZTUKDup#)5i)54FuPBdp@b4B4NiZxOM0R=}~ZY_-kZ
z`O-=FN@a86g+<X1GLR<2Pe*jigw2oA>7?o=Z*JqGKrmVMw5cxp7gx6fE+DhZ8Djg{
zj06M=v2V-jyVrOUM}=afq0h|Mep-F1UB>69QEu~o@Y&onr-=yeb<GIGAKn4;M)$1T
z;6V9+6%3m1@HDl2gd~O!%w8V-;<>qP&0Ixnt4&*(v=0>Vy)Ej&tXPSW+IWkTvd#iw
z_Nw&!Y42&4^FQcPJRxU%6hJvHc;&QpOlO-q$N~Yx*xlzwHc}rGA9l-AGA<KXcIE9b
zJ88lRKcyusX&LsUGMj>4(w&Di>{r)j{Sf#LL}2%7-v4dop<L;LHo>?tIOH<ri9ohd
zi%tp%FArwVgKLY4=P*3e*VEj(ugPvrl{w2`o8^kP)=alCTJ&7;=FfuH3AC)6M67kh
z`QBt%*2T18^wSKf_vhhAH&}dm{EJpjZTgBoErhxK=2d)4nEQOQOX1sR$k(Mu0wur)
z0IWo}*7eOy!Lq<D20laUe2;9e{xL828P<D5)FOE8+ly<hC@D0Hee}~diW-Skn!$Ps
zOOGBUi(4xf;F8007_DB{0-Dd?#pjb<&bwmAt|V|!cuMwPzX&zeMpuO~oT}22O8TXI
zi*cKhQ&=uLM01~?T!&|#bqXJv&v#jR2Rc!P$4T?3y~1epB)vyL>ABXt+j1S%u5570
zmq&DairlO#o+=g|jSg9P2-d4wV)k)Y8Ex{=V4-h6Rhi?(O6tw01`Ycpf*HiRmZbGS
zfv(b<qUe?$Iurs;!g7^RS-_KjOr_~Dd)f{!3=*>V5cv*-KYCLhciukFHdi$HugaPK
zh`RA2^2MwB79Aj!fZXt#hVJbT=Ai0RH}&zMCu8pOJg?!o-j(W{UeS3p#VSVj+5w+h
zThz^iD#Ke#w#$RsFCW=v=Ht`_4bxTdq&z=e+>0%uhz~FQba|FF$uWt$LEq)YnaPio
zlNakddU7JeNr?1ibebQ|V4E7PT`9DJkg{O~#f0KHK6(cN)Q-!YcJa>3(rpbbD@fe=
z&l{z#R=G%`kK?#0rQ4;zR>Y>;lKUCdz89Xk8fGwg`taJlTbYkw1o!4Uo+@vA%dbcG
z-rqe@nh1i{FOSyG<_DJopZ1?-k!Ms2T`+_-7Hp5GkDenl1&6)u+9WRp+l^-o47VYg
z5g{H%7He!<(mc)AEpF4<RKL-L<wdVm)MkRKt><z><z<RrSfjdpG)E<&F$P^~>AiUr
zEZ`|*@%jXD#1H6(m8e~uPT-QpcV$HiM!|+#MfciLA54){Ww&byP)WbS`W)&|>Yx~T
zm&z9rvpbe&^J0sxIq0=|_Z=Z5Exw(4v|0hpe&=h|kued$;q_iDC!TW@uAYU4_i1W%
z?oLT_%l{TUKpLi!@UY$8Okpa=K4z}5c|uMBBV^(s0;tbMPbx#s>&L0biU<E{0A@L&
zueeCO@qK*?c_tBSGGR6}1kAMV;?~$&PIWIr6BR}*wF&IUOy+ClOSd-3U}}olV`0Q^
ztGy|U|1s#8mtZtLti$l~W$#L-)Rq^ol8r4oym7B>=;C`A(R5UN=dz}EXbbCoRT~F-
zujw1K3oZKPI?MSR{xo+p9aVd?Hqj-U;KI~E(XkHK7lK3=fCejiBX|euk9h}b*3{{7
zTBeTHWb?1Bt7+la0cE*4Z3eX8Z@4JRjURZROC3LLvX5Fn)H)qX@-3D}v*<j$16kjf
ztiEC2h#z>7c=wlhH|tQC5gcb8E5;f4XxDChV2e4!=(p98Ig<WVBVYJjdwCvejOb1U
z*=i@NH3({`0nuzp&|9x;(cZ$2e|z?ZdO6X=(95*Xdwa0dmug;oc=|DmG;Ds1Ga?$i
zEN5r~IOV)1REo4K_0AZ*lqDmwva+hBx`#ncgzc>E_EbCZV$YF~lErvSshX#`0<UBz
z{WFa8#?zdq6v$b$kSE^7&}4nzL%G=HZdZR{)qZ;IHCgW2?B{nNv$pJscc2~kcOc;M
zj2CmNh&KT)ob?OLAV~$05AE2!?hz&W7^Qlove3kp+-&(Q>D}-R*gyG#K{3vFN_M%<
zZ%1#79saVegwSL;L(aI#0E)HZRmjuP^c{$h0Z^qXw|%{q*?2}>izvvOtPxS~8XC`a
zzCKvL@xKFI;5^><A2;27K38x76=Tv8-gO!EWUwvn&ow=Q1_~&roM|KcvQJM#&BE;o
z^wpPoqJ?QYs4QK7jicm^rCLh3b606h$Rpa*$nqA2Au^>c^a2v&%b})7PkGxrP`Hay
z?eJ$iEL?jXaSz^0sAzp(kz=31a`(Eat)^wpZ}wy6k(a0K(O-$Tv&zG2e;4c;FSa+h
z!#dKYbFBsFRGV^JWzyI?5Ye&1;S*VJPY{@K?4gc`3u3p?4Czz>!?6}(1WVBA&lK>l
zX?kr6Gi>WxqAF=A#ZN3lW#=^8hl)~Z2kQ>=j+^Xdy(_BlVe|7i8cinKqui(GI&2Sn
zFGB7_Uj|q@d$&S=cqv7_Ia0gSorGb_?5m+3Gif%^?p$m4UhJzPkK$B&Ii9|eR%j_m
z(fE;;n>|wZq`=+XGj1^fIyNke0>}^W4xFsPJUs{8)$>zr#TU|H%*R48LVe)2?Z~%z
zA1|qIwp!RkV@GDt+n35qZulNSy*s?~J&w1>=*W0)`%Ier)HQP<`rtiHH^L3+PICj6
zIna+1o;bsXO3t-OE_qmm2+L#X{;k@sz4#fD7!~6l@>De~>u-|n9Clis^kVvP(3KX!
zwVV@Rbftg>G=*iVKh1Z~U(&|bG>k1>(qRq6uGc|vu&h5oP=4A{!}?|`dHL3q!y3WC
zsWO_Fcr{3kw;!t{w34-NTXx*#){}5=YdFTFqp)-&t7G~>t&_`q-x{qG*DaKB`&^~y
z0q2Uc6o`gX1@jVPm&|$T^RYHGQBN}Z@`Hk!J9X073*7wT8r&sM%UxwKDRzIU-iz=|
z>26INNksf*LcwNv(mPPC_U^^l8RZiF2)MgZZQ;_9Q-=X=$Tf!tyvY;>k-2hz*OO&5
z+_Ou`Q(zE{Ly3`S@@LRmkL#^*)Yg}>>?<Z!UILT+CLJ~`idOf#%*|KMr&$|Jr;jb`
zh^MPp#S9uxeEt?UcPQ*~Ayb!#L7!@#DZWzy5$cCLD)cO6w=_ok8Iw0mi7_Yh)?{t$
zHLW9>jq2NefaqtrW&6&pWa(}eHA={VwO4Ak_F?*#f6PaWrLVnv*q&S<OhqF9LB3y_
zSOkVa*>N33-83N*jTRUbS7k(-a$fsw>q|QcOKg@X_!7fyc?q+|L!#)Crm>~R>vnR2
zM58Fr@yO(mSd{yG#RF=O@Yoia@iuW=&%}$6xvgG)9`^FFHuk0P6SjXd7S5yi#hx<n
zt^9wmxTzInT3Dy3{U+vfM7F7v=LfG57>+eDO1$P{s$<jU$h4~)=m&lxir=`?VM&13
z$Kh_{*N&LsOlwISP;k!+<v&!OY%Y{XP(y0W@62Ea>)D@cy5q)});f*tmhPxPMww6D
zoMR7LTkpCCV%?TmE6wAa>FrjTD~Mf6CfJ@Lh78T!&bN~$jM|Ra*(+#_OtS0RhTM1}
z_Nm~w{XjwDtu<G_%$vVNGlkxsYZ-I*Bh4S&XPGt8CW@6d{J7BT#?6Pk2Zc7^<_1uO
z$Oe4<YM9<gw4`7(f!Adu@|T}R7cB;CJdYC+oa2M_W0ft=@fT;~w$TsO`N9ioloW_M
z?#t!~g5H7X=oHVrh?_~kyyse$RWF5lFMr(^lAs(NOrDby;>IBW#WHKEP1I0jxJ-m~
zUoJk~Ml^~O;EK3q?%*Nv!RujEZ~a9ue%4p)X+HI6jjW;7XvE*|Tr)0)IZTYjXlSF8
zxPgay($YhVhILKWYpu5TXem~EU`*Ox6|&4+xbODVKt;KahkAy&9dBi+i{x5HM!j?X
zMUFPV**-SYZG+VFL`vje?JXg+tZ3=$4+W-qv2!sY-bvl9%$3X=CtTAKs54V?LfoR=
ztwcsVQosw&S(Q9etRXf|c<@wCJW`Bt40!O|;@gc`L;H<+e+&p3ObW4cA$-q69pDR^
z!cMy-&n3+$hyhfRI22BWo-$4x?<LZ=%K~i8TjnmYV=*B<ceiOVic&JPixW;9ff2V9
z%YX6F|6>;awRibD{ePAObpHJ)^FM-OSy&hu{=#VfU=aDAgJN0e{|gw+e<CpXe+Q)z
z{)2<+KjAbkz^7A{z(9m>-4*WyMxQ8LSbBe|O$8<Ip3}5j7r?GljM0C22YHomM`js`
z!noSUehUBb^?OYe-}r>JAUsoEz>Dj5FA}pPqE9>HOgA6oy5UTTyfd=bgK&&QVIQyI
zUWI4qzo-vn8XvIbe8-*=c;o)^zvH7`K)Yd+!X4NC4Vdt&?EWZFMz+67nT7G+mGU15
z0|1E=Hnjkde*Fiou75$sT!7P+Os!EFkY3x`^#ovDLTx+<2(ng0d~$Mj0USrTIcEH1
zLF?lmmWjl~hO<R4%Xs?Tt&Ljx9r*jvm^q{-DX&;3>Je|!+M)^`<NBQUQ+P)gyY|dB
z(KI|(d@{)cGRq2A9fa8+hU8PLwD3KGrZ}${7t(OynQ##O0){W5wPRi86v!`23x|Vy
zjA@pl*-x6QybcCGqRcR{U)E5B@4~Vs7Vs?ufNAKN+U|w&uRkg}?qd1O)k|z3iD}Yd
z8C8JGGL%cRkf*7S+>@O)w|%i=Wzp_JpIDoy5UCF&)}NXZ))`o)^t(ipkIQI@arw@@
z{an3sIH#ft;6KTbjgrdRFeHl)VU{eS3hpIzkX4PZA^+S)oJS?#w6!#v@x2>7thTr&
zX;^eF1KqR+XFwJE%O~47@@QpkPCFv8xT;C$_^}7_Cj(An{X@%{kIv%c@JqG9G;GLD
zp&w~Euo*{XCnz05k~QJvjX6Q|DTuySvv09}fo(!q>qo2I8(Fbm9OCbkh~M~-F9FM4
zx#d&EF{n8yGH&$^PdA+Sv7>dUR}}tr)fE`4$^p1h;w_2tBeh(xKR4^~++CJg(vco7
zPJ>i&qIk}6p#gl5^1<n(Sy5}z!D&v$sviBAS`Ak)*Y5k9wv10t>a7(QOSa6w!fS?{
z1_gtTP`M8FF(pj6WTAs>>M{IfmN_eoGo;FfK~KE2{0bO_TdNR@t=#0(&ZI_zDKlHA
zS>&~0wsR=lGA4s}(o7I|v1AYE3Z{#*OQ1oE?lVII4MS;1C1-A`;`U57Mj?+f*5}+x
zyQ8^pHXRCaX4Q4cs7IDBZj?5h>|kRdF>>d;9n=k)9eSel3bH9dX8vDfa<0x3UhYM#
z8QvQXAH<&|nk4EP(n9yd2h-x-P`juHz>s9fJ$soCu^FAXzW^Cw;QQZ+B+6oNTik-F
zE}ua9lEjrX`0ikwD-C$e96chXvV$RpA3JCB>zKC;3)^fO1hs1EF#)wyh(Cl_M1DV7
zn%N?qz|Tz1XU6lsdCNwX^snRGUsp%jJ#LVN8bu@LS+EN(V@>0F_UIz0l~A>{v({X*
z4KM4UB8X&RH<k*tg|Q5-)G(L0nF<wdfqwL-=ycQzB;v2W)&Pei9dbjY=NI8N>!{Y#
zK%uD9I1L%<mXHPaQ>l=A_>ms$ZHU4Om+-j+XP|M-9QT3`LZZJV+g8O7?**)RX8`Tr
zHT!?Sg&Yij&3Is8_?Kq?Cmo>dS7X5Hr?Ow|46Pgpnb?0*_{kgETRYn68`={xv;2k_
zzgPpP0IeMUIP!<`0O$!RLj%*V0@f}t8h>;T?97aWEF3Iaf2ayWD*$i~0RMm8`;X2<
z*3MdA!O($F1MoUQVF2K7=;8pF7-0#>fWYtHFTa1q2(|tdoh0Pu2JG515;FYC9t<GO
zK=^x=R$g90Iw2Pa5d{Z8_wegN5ql;=#@`*5h&?kQ!|wnC5x`B1e`fuUn}h-11M|m&
z6&0BXnSQVFs;CHf$sa<J2Ykj~>&pIdnV2OzJ0UacpC|v=V*yCw_icbZHo({ZCf@?=
zu>#KhDN4X&{zV|aZvTfsBn_>M0jtw8v;LOn|1EyT{{-UxR~Q;ue{1;v*4&d-cR!0^
zJ6s16KUXXgSR#II18nS@o){Yc-urjG7o#o774BL9*PzkeHT!YoTFHFz&`?-d*w0z_
zb^G^4zU4|N8j#SAU#oNf{qwgZ{=cmZFJMqF#&p{h7q{*W4<O^q-d>33V?673SFU}H
zClrrwx(?}gvHrDIv>@fgvWz-(+FI9RkSfEi*U}Q!GUdDTv}>%FZ`kFhfQiHP_eUYA
zA6hw|=loJJc%7~j9_c*JZBFj{9`@<<SDst--!Sj?sFS#Gt!U^vU(d#Q?QDNO`Fi0c
zM3(Eg=hB&YOT7+2Noq^!5v;sPLapnDHqEy_yf=q<Hi~~spH|9j`OyjTP_@a&=fr%?
z<nBm<xoW=VG3`QO?E304-#c2W=4F3>FYPkA{Qlzlg4vGWxX6#Nv)+8mmb8ALc~O_q
z+<>jy)k?5OQ7xO8vgPKu@tDslexft?z&5aIbtwkcRU`I{w7j3ES>S0=Ze1aSJ1oqL
z8iC|hDk-y$lgN<?T`Y^6D$KmswmO+RZsE521A0g(JXP&JA`}anH?ZV=>z1K=ur@2A
zVeiZtm;I&j`WB}gubNBdeK_$_hbJ=8TE^Q=oq|AQFM>j6d-C<5447OpGu+|(qUH#V
zN5?5OPY8!-Gpu6sWT11Uifa<{ZFS%1<F{9>t8EhcWQ+)@vB2d`jlqkxthP=J+r!#$
z#bfVRZuyq@f(!1FwGWE>?RBQNM3|W(S53%Nx~wGPTqKO`(s#tdjGu<LwJ#3$y|1~S
zZW~;rUiC0!#N$(WXOf>W=Us$`mJMS4-meT_>gl$3``T~f#xJLf&5ZDx+i&N+QYJjE
zAWdfPl0zXLP*%?0T2Ko_Qv*(}Txd{jgu8w;pe@+*Tr!tddRXN4;p6l_80WaGgr`5^
zAtxEco*_w&^1_Z!iyX5VJn--GHV9D$4iYR71L1#QzzUZy47t;34T~#n0HgllF#GeB
zpSUcQ@dHqGd1<qLTtzDR6eOFcC5gKsw_aLwk>m7i$MyOu9v#wKNs#XLR)^A#@yF9=
z-6W=XWd=QdN!D#k*<ENE@ArG}cb)byz6U=(m&TX*Gj}uTj{S^UGAuvfYb{#O&cQ`b
z@|?;1RnjKxtb;w#Josq<qO2Y%x~?RJTcQ#u!L+@4pj)*YndRW087^P!ob-})DT2Ge
zv5x062ux#Un)q0x^HcgVCD-E19%TAEgvJc2d%jJCs^X8T*YnIkSi|K8B>Zc>X;1Ct
z84M)>OgZS=5{v3X_s*6^WWShr<jY1>IXfc1E%e&t1l12Je&Ymhn*?u&iJL~kdk=77
z;i1tX+|`+Ke2Zb3D)3?TQ8jb~TYK*=<~z|GMy&I@7sgXsRh}or*^hDHppY?8ZFr49
z4U}&Ok#CfjuQK|~dNQM?oDrgG8MxJlo|)Skt(=;^2ExyHfv`nN(E)7Ere4)@%p!6v
zp@a9Ji-ml=01AjrAP_<ue*n^H=Dd>0JlrJ$!d(Z|AMr`{iAkd;T%TlZ>Wd*txP0mR
z^|fqg8TwBw%akjzdsh_+9@cy#$Zra4C!%B<kDH?9lb31la4<bKM5;v1GB2hGi3K=4
zzFgJkJs>KsP}oqfmjv&Z?{?T$IKVbtSclXyWjQz6x75WiX;Y+>*}=9(u@c;`I+^|N
zcZ^rFuk2}>8t67l_w5q*rZD~qG?HT@2Qi`8tM9zRdX{;NdR}%u(D|QX@1k`jD%g!I
zq58637!d};=oeqjM|tHxms={52abGYWHYi<e-7F^Nh2TtF8YZvSoP*xe}vXA@FvR{
zpL*s8&9m8pt!u(sZ^G43-OF9v+9*W6vI3PHT#OV~VW!mVeMRBDr7${0h7d%(N}>Mh
zqIvrfNF6Ex<cA`5eLy%dmXos-@rn$nn>95bYY5E+pO)VuWn`2>HS;HWh-5Fj+1Hly
zpmcE9<BuM1qt_49e6Q1*BQi4K;<~;m#5!_rQm@2PX;k0lLxqRNKiZotT0p3_U0$!R
z;n=$GEvavKFs`at6ST*o@e@*snpEct&}m9JWMu%q5wzn&bDE0F|BMmA5KQrfN8RB(
zvRr?#ncjzXKait>;*tL>*2HC4rA7a~u{`?8?z$;D&xFm8aky-HY2$ixsb#yH_o)ra
zKk$=(aq`T5gOa5!#mCbLtO%hmYd7!R8tiU74MHC550VSh&Ocfy6@PTSI*)IUznzT7
zmF6fHA2Hhozg{kx&amZ9t0ftx5iSfkVXwwXM0eI*vH7(&B9HF|)RGPxe-eR@*w!OF
zN}j`=P1lS)Xn@Inzn;&{YVEnap`aff4|=Ku+JETS%l1-8iBTRy>vOdg46%Mm6M_0L
zm|oh*(E8e*A>w&Y>19U;Pq_h=+&T5oh9lF@>zdxsvu5W9Ekk^sB7L=RK*$X$>CkWN
zYneyy0|#3b1)+G`w&e{U7<dcM%aI_uYc82^=4bs8s(H<SM%ada`eg?*HuT$R7qN2;
z&6o_i4$nFlA0Egi|3iX6l6syIMKXgAi0m-F01exjh^4^rslLWa{dyrQis<7{n;M|}
zY!snv(f2L7w=KH&E4ufi^0%S=%=gDkYE|H^#;p`MW6~wnVQ1QmEpMs?Y`kj0Zw`OR
zr>wCPo3_@7fO}>%d?T~(BMCw#8ezY_(dlqihkYGiim8_4dYhn(pX^=&Y7?}a>=x@p
z!zx2QT~ne=G>!l$mHFXkh1V&AV;Q8qai3GT>ZTbILD^afPU)7dO~)N%>qg@$G7eKT
zrxZFJuv4u=-WJan^DQ%?fsN4w7@pvyN$8!RvjC~~m*m1=w$7>v2>)e8tsKOc?eQCL
zVjW+#2>h>%^v$)WC+Ot*8@3T{sPgW~(<<l5>-3ApNh6H=k@}ks?&aR{U^axiSrAHF
zMDsm@=z{WgU7xqrs#QRAY+Y<%h3+>$S>VWY?dO71A{h!uyzg1R?X9=N%^!(642j!%
zCT#{ww}a{;gh)~e8(~wxdcV$lzgF$H*Hf{@(c6mNyOxTyK<Cm7fD?hIv|>r7pp4x{
zAr+P1fD>alKw|KtecjxAf92N1O3UOCWsh!{=Owwl6%4B&)9E6m^MII4KZ_-`V|3{o
zJU|gu+on)F?eZDYr9%iVtKZWwv;_NP7ItLYr){EtOueUbB)y&DHVh1zfsY>}D7gD+
z{KJf`?R7NnD04nt9<Wk}AD?KbcZ*qAoAgd0nkZ%Jz&9KsCaZ->smL9&)%_(BtDF>1
z<D&0@94h{Uj@ngrG&AtE#Rf+Oix5?qeBdCv9|XqqD+Hj{D<nQODAy6Gnz8oxRvdWc
zt?R-fjA)g8;(skpX@72Re@3L+wtl~}j*k?OK9${YnssLIID_Q}mzG3B&X%ZMIxrl6
zzX0@U_aE6<%t1yopMB%t3Pd!C(m$|tv{XP5#i09;flpg>1uvG=)kye45w2`kZ0gnF
zSFYd!F&A(@nHkNrfy6k&<M?u4gMBFXPjErqp4rbmhl;gb<`Fx+wn@jUF7jk5s6SJM
zBKtXZxwj{lYo*!wzLSov0t1imkl-9rr^pLA@*P9>94zS(HLA=|YJg`Fx^b04lFNWw
zT5luHmmd2Y$7dp&0bKHCQ%p4sU$jult&Xnr?^Yz;XDd*#>5>;wUG(VW&uK>XE1oJ}
zy%-IfU(8965aO%{ig3Hw7U{0Fwkw{ijiUEi($lQGQ$JO~+KsKl9KeB;Abd<|yMAwh
zLl@MYji^FV*Y@}r=B(a<oZ{)DtFybu27e@er<7A1h!0#J&GWv#zu7hKkjZbh-ja>9
z^Ss|=!ORqo-|t$Gqpla+G3C=D!?FAE!XPA5n1<5TSaFfN23%ZNBN9n9!r|CF>;o-a
zDh__KE-sEqHdjVU(I5zEIiFl%>Z-^$2$kb(hadqOWaH&ZF?B;rn4iy1!PZmh(d9A`
zyofrD3>t{V?ZJ;Dw}Is!R76oKE!Pi+rGX?hc|i$vLEn(mvFr<}==sd$R-ptfQjlJz
zUxm_j)`mhFoY|q1MSWnZkhi6+RLJXnEqp}ta__*OQ+O9(5qXptcZuA-36ymKNH|wb
zzou|_zS(d(Z6f*t;cW1S=v~3r8@7W-ynj`3WQ6>Hrnl)uvu+d`h0PIc84+hT$^qkp
zF0IkQ_qNSv2EywIOu+`8&yAjlGF;Ny)v^v^R3TvQpnNMr|NPPQAo}tq{r!R4V)d+>
zx-EH;HM_yLIE<c)&2BY(Bsn<-b20cz(5wtxVk8%om*k`}YA;@Mnp*s7#r2K0oZCVe
zSh51P+TO&~N*J^p1Z(dhOrjvz!6_4r3tar0SWaq3T+j~!DG7I}uvsOY<t6sMHiX$t
z^OkVHnl-m^EXJUCpV|?4GLA{`5WUdj<QAe)#nNQ1+PcYB%%5&TYr+T-m1KN0_djUS
zqU1ssB-5w`92C8BzmxApi0rAxoY{kApp<2Tw+B+v#EYyv1bRO}g3-pJPjZU{=eLLG
zVkVF`(h#UN>Q7T6atzM;Bh`b`>TsMD+^V7nBBnmy7Jeaglxw59!(W<qlZP!U61iDS
zlRf^7<B|G_JlQ^j!eQWNSwNPJol$D(zB>CnTY&lI2%5VYQUcJzTrS*c$=$S@;xQi&
zBIY6QnLCUU{@C^w9$DIl+S>_K*P=Z|<2|*?Q#e7}TN7=63BL^)^~mub7}fYnm5XV9
z%YeBJguxpS;V3K$a)`ou{VMnRAptcHFaC_4q3&{|oUtkyF9@iJ(7G1l2Q`C`Mx&&q
z3+4^<E4F-IIc2aqtMfMHbUNe7+(LGHPx|vC<Yl-aQ!*SKu{Y^E(t-jKrNHzyn-CVR
zUV`&js96Bf!I8njw&^QbG{v6j7u2$OV@Nz0GV)3Jp%2g5ok)?35G>4B$E?h2%li&m
z@KAQvE1JK^cq!m*h&RJ&Yz%hwPgRz9;ewIcUcp;lNPQ|?P(T*f_VFm1yY8)LFD5S(
zC!3%|%j%jm!Ch`~aA>fv0V4HQ(NEXd=P%KP7SM>qq+Z_5`tewEtJ$29tL1%mY-^ja
zz@h-d$}kjxE2a#apo#}hJ<O&dLj%x7bX-r;UWgX!*$b3k=^!{3H%n4&Fs$98ewc#i
zr`V|rm3BTr7(YQUg9rsQBu103tqs|sQF&6>;RqBY_O?Dicz|}=A**m;^EDoINy&&U
zuJD+#PQDSNa~?)JWqv{KNnsx-90DRMYa<0wFfp>za6k}(7I(mIYofyaOa^Yse_@<w
z0}hy`m6-^24eOPZa3K-NsJ7N<TX?If<3XAzaf(*Xu&6yh_vP!*PF_RlzLwIXkX^lS
z8!L#)XY=D=Tp`XVwfvIAi#sN39+>@MD<XeIDQ`=Km=L+yoq1Lw*_k(ZQ@1D?l2Vbp
zVCm$NgS15}<<aPfqEA!{R;Mqf>uKoEOuZI7r*5Z*QH}PREk+^rauwpEaurJ7Ox$Y?
z+ir173;Al5icSP19|~TuX9(ai+i;NimnaJj0$H9QMsVAyizjCt2w<qV(0{ZX^nS?{
zBgR#wl>r+-Lub)^_*ji>?C;MZ<6=0AdmDTG)6ik>7PFnCG4mbA2>)}ZeZ~b*>}1;)
z>rN=i?9ai=w`vZY1<~}VSqFr=b{8`Dbb2W26H`Ay+iHupoHD1jrH?t1e%`W=1q?b#
zA`jwZx+d8Npn?x)QDy|}4t3YyfAb&w1P|3BVc#^b{Zav?30`{phFXh%qx{*Bk!-{?
z*=viQoSJ`CB;4UZuu(Z_FG+03&PXBt@#~{HiwJ(U3XqODj~P?@6_rMJ?R^#+O}QQJ
z>6|4-^`&8=Ra`qH5xY*&?SvCd))6!zqby$l!KA`l)S)pmk|w!qDl_2#Y~d>80}^Wv
zg*uAm2_4@^9XQltl%VqhY2j4oj3hBv3`=+t1hbP1890Oopw>{&>=_sogj*ygVERYy
zcwL!Wd{5S_qKe}urCe2$l}9wI0K=X-HR=FvP9_Wh%>;E3(Emun;AY@!`ar0F(N%Y+
z*2h57KvqhAps=Sg0ENW<NA1O5Ot0M-m+8I2iH(o>BrjNpLAVb-%vRR-Cb&>*1ontQ
z<824FG<PjF_bNC%33NOGDuzZSu%%&gp-_{dw(%+1gz=IlHnZm3l~UN7H*x#?4ZX6M
zL18vlN-3&1m>IYqqnzxfiHmFm7SmO-)2;qU#-mZT%c?+kG?=g>ZTX1Dm)@IVoR&9I
z(zA2!%e^n0P4TIapM(Ke3w<)E@k&@%YAi(DcD>4n2T-3{y)%#^C>kF<Zjb=SlORlJ
z_`B2mR3v$OQZg~gIkW81rGn2RT{vI+Yd4M3c8mkL&Qh;$pAfnRRMtouzM8KR>3Ny_
zY`}@r<x%=(c^{A-P2u3hgF?7n0RHYoP%yQMg}B@-k-aVd{PsFW5-e@yoOD9<+#f1)
z+RZ`7Yj{<cF;BY7m;S8s`T0;?#x!lZ>gc%K(u`=TkT$5rd}@E%MC_wvWJGar3e`;w
zKILkjpg0wt4~XjQT<*nb4(UFkXUM!wzfIUp+?8NBHPn3HyzeVSDJ0Fxp2sT@VO;5|
zPnd%s6!m$EC|KQUf3pmZ$OOg-`VovGSHS7FECy2m^SLU^?R2@N`iC3=uCq~Pd349l
zS@uB}kuw8zvP&Z`KKttU-g<1g6alQHw(X|=$VF%RA$6<3K&CQn3jS%y?|ds$o;4Nt
zttTiq9ZBI=Tl#iSUZ?%)N!;shE(0J_-#Z>Xj4sQQEK<6^1G$?d-%03WmM#)jTk~Xo
zU6N_40~gS^*fI7vmium22p-Xwbgr4MkZCuNb#WwZ`Y>bSp%h#^MHm+Nrh<sBKXYj0
zr66US1)kcMIG3wio5Y-QgL6twq9YYVII=!?I)*cPcxIn#bTr&{YXgelL+l+(9Muvq
zTFt=BN&Ib+dd)5@#s)u>IpRgL53L3}^69e%=SNx3OXPAm9NLShk3%E@d6@~<ABVTs
zdWy@rC&wQ!Y=<3{mcUh>XQ#7{u8r*Y?CtkTdJeK_zi}&^W1fLuyeT?@_3j^9u3CND
z^v<64gyGdAI54Ce69tIxBD(*u0(GEsC+abvSH@eK99GI{uaj^G`fA$VInP~V+}Pw!
zp<D<e?#n8SIxJ~kuSOHHFo!rYSk*UrlUO~(bSvK|5tyBBjSb_Fvk1?=NVmc0$Tn!7
ziN~FG7<n}8Vi{1ob~p1BE(8lUM1PRRb0A9fit5{_M72~?dqPL#Pq)|{yBSVJro!Pw
zG$fzdp)|j~6qiyQMbD8iXW$-1?>vR+XQcR{=Y6+3;^hEcdD$&=C<am|)6RWzExZ-g
zSq*hb2=6RzyX|`AaC<jW=ksQ&5Y!4tSVye&OACtnblS0R(IfDEdD6MTb9#A=nMey1
zis)-czrlvS<1=s7=&8exN9WKMmI!%YCZpmw$Yk!*aU1ejSM9+1TaOG2zM_B$AO^)(
z5^J6vgvwE7J_m8=6*#^~c^q<;G-w2IRHQg%&pz{2sZV(~+STVp9CF+rnaABtY3oeZ
z<$|SczlS<x26Z@OrC@-|1`qAjV%e|zW3O89&=mIO9WIo0=Q0y!T3sn?jL5t`;+f)O
z2ACQEs>X3`h8v?s<m#ghe{?zTafapuYGXxRe-hQV;Q7vP2nyR!gu>Y(edg9YDK2v;
zU&Kz9T#<?c9Z$x3rQ|)MQ(2{|vTXfPDP!DlJH{R4YdF0446?`8FF)EhX>|mexhC}?
z<1bZu@|9-S{*0J-SaMS@gp5swPo{`f7)TIBf^6`C7V$+W-hs!wu0&wBU`z_R7+cQO
z4O_wV=b}8#C4l#t69q4|^HFDy+I)(@T`jtwfcr|GZ+j(Co1v(gh8Wn&zLQtl(_kq$
z3ytTdU-k8V>@YMknc4DaGu0wfNru&t+Ko#B-wh^VtU*>vb1Q6<m~2lj!^l~C^(9?1
z3A-md`3a(Q-)*EpY-2-KY?J69FP8$iBSa++ou5!q)oy0q%=mb4{T8Taq~ph}Dy_~L
z+K->LQ3Ifm;*cM#IbW2l*9>}XS74}dV5QB#kfxz}7(rcol(;ZnE|6&87-0<zV81Og
zOE%+IT9}P+@_2X^9Kn+_B@x5Kl5z6=SmL3W&Dc8NN7<Ry=E%1=b|vj?Z{-mEfTK7O
zF{ki#M66HY=!i6yiQ~;*I;@2?1L{?P2^R14>I*Z6fVxohCp6I}4YLc|MZS>yeu_SL
zMne+u-8Ro#aK9F69;G7TDUc}~1fCNgS(C|FKOi=t@17!UB%IAq6H@dzv?skh&qkDM
zgdGeRd!dLoA*IJgNByQeK4c&+xJ(7H#Fod%T(}><aeS!19ntv_LjpVPhBdg9QBtyS
z$U9qa(7zvDTmH(zE{bjR5j8s>oNJa8!yhw(zXAmH31YqqMF8huyA0#y;1LgK8po~Y
zsNjbo?kwr&Ddu1ta@d{V{`WIyNvnI?Nw8H9Civvj+S2{Ym$y43JsR??&)}y<#~fw`
z7+huQUdDu2+Z<tPNz*iY)SO1~+1YS>6K-*Z#5`tFL?uB`%_uh6xs64uP*OTfnhz<-
zdwFK+jFa6#eD&Z^#QfNhz;;YP<Q>NvkrR4qwO4|u%nq#%1W-v)n@hMd*IU!q+>peD
zyqhbMQc96{nOouigT1#1&Ln8I#l+0a8Zk37Gkjv6ku=hXnVCk+%+e=jW@ct)#t}2q
z(|_NMaD?rJ?Tt5g)tip$j;yN8%F1(2LUKQ)ywhLxKI`1}Aj9y3N^je}*xhe~`@cBn
z%@*7rQj}#Zk?q4afsLr+9}W(e{w3<uPd|WB(yJ3clX;R!Wp>JB4yoBs%5OaEfhEbe
zMZM<c{P|I~+>|kKfIl`$6Y>Xos{RYhVq$dNAESGyna>7rEjI`T!vbQW|J^r6MpkR@
z=sO0=#4IeJ#{knd96U*GuY4F2e$ZQ+DJZ06HXA+P4~(e0r0;bhce!JAf=>y)f}-}U
zP@6&`{+tELTHr&<u?);}LQDx2YXsB$&aR%=W+b)au*oA0wrIro)heITIN>L|_)nM+
z#{9KrRX*RGE|9<?A`sBn`-8aP4Tqv?1Ols{Gwv9<#A%0`vO!V<{&Z*0s2rXrXdbm}
zZz?=4Dgdg72i54jYn1msW_6G~q?}p8M=)aH40uP>K@x86k;?m$DcO18Fz3DX*pen>
zN#ELHUbxK};P2~chtoK7Y*qa#X>3L?usBpJX?{##G4pIM-Tks{zp4n8e%-+KFe^G#
zU*s{DL1}LyVw*%x@P=}i>79#YP7{=;G);$1-B78E_{Yp+91S#|ys4K=b+At1b=ODP
ziddZbx`fd?;nf8IWDDt52Pl$6jqD|BRT02FtI1-#(oI+=n`ayXBU#z-NgVvkc|fOF
z#b^Hwfi95PpR-LlUa|x<RNyjtA%2~)0l2Tq|C;^knmF)7?HfjP5Sio#dbGNu90td2
z{VbeBwt;1a)U9t){arS?Q<gp%CpdrV_eN>w2P6nhK2p+=Io5@&{Gh|vW@LZ(jN0}%
zFavYI#PSKR#f<?0D^NPF9HwHFnSZDbpYzZ%kXl;vrlcZSg2I>~9|^S;L}v89sV;<o
z;3f+*G;!EWkEcJ*?0VX*={bDjnCd<$_Ks<0Ao#bwBu?Z6J-S|f)j&j#*lYJjnXsNa
zc5qJW^@Cjaar}Tztm&a6?QnY{P@D2JE2r=~PoG?9`TcbD_)~4kEJ&6LJJElKEXnZu
z0x=H2rtVLH)x<a8^C<;-T6=iycBWjADsMW1@fKMQ16c*3#g^Fg7d-@WP<{S-JG6pA
zWpOtCBv-LH-FH_M#ca6|R<s(VYso{Wh98xWW~X?!Pm^n&TD=?<+7IXg%T)!Z6nER3
zI(7}-MC1$_OXIhu51}N6Q3^8e5pN#{MlvT}IPdX;#@M_sa{wo??(v_X3jN=m04l!6
zy0IcDaM2`_*bx0{A0W)l**whNA$vd?H*jfxzLC!m56DArSGU3V@{8&M-hKQAA|6Ek
zs*4m@Np;&KS^3wXUYMRH0sgtyxK+uiC}|W-EnbC;DOKJuI?7>4={7uZ)mq?6;dPp?
z`%gT2=p$-Z<AWLE3vrwTot?RC$taX}3!A)>ht?^1^$fk#?1Dj50$IVJ0D@Qj1OMV<
zb-Aa7+VgaJu*y+A4f|l|sig6wf<!L!{&fALQ0MdWX^~V2)ofteSw{9mb2f%m`j3p0
zHIa#81`x1Q4FY2N8%)`gRMC9~int$p2Gm=bg@)Myn5F7J@sBazntjhe6<KnP^eRE(
zb9OeC`j5?+s7+Ey8<o<ZiEjeYYz_hqUd{#m;e*kCmE*iKB1%6me!cA)4bHklZY{By
zKkhiknUa&wJ}eO4{}Ln81Wl?6(Lrv?j!iiHJ6i9W7-ds5Y!8L&5bZ&ETm7jiZRh}>
zt1iqQ&DxO-LOftv{GkMsLnkq)-k^DIEx<1FxY*K_@MROs>944)?4)u+9i_&7cf>qj
zQ*f{_f^+U0_cwb*k%IMsa$aR~s`kzayEn#L5zmZZ%~L!ACJw}$`?h@~0syC4bM(|8
zxkrB>Lw+-5f3I^6_hNEZ8+5&hngO<e?bYTo{Lv3O)dJ3PIk}%lfGa9}R-2ii_ranI
zfUHS{kxh0y2MpnxIF%AM8IqFc%;iU@FfgNq{l#&H41$72Z#fyS2OVVX6JICOpL=p+
zp<MpxXk`ZAPQSG%%)2}GiAWRdJ8m2~nhh;>prROGdQ0l?#5yRR`SZvBP>G#h68r<I
zN1_$yTkrs38mZtcjTqZ+%mUWU6OT<M&$+ESZ;bAo08bO0VDpIb9jqv;eG<6F)#Y27
zvYkTSrI;GSoQOLLolDA9O9=aE{!NV#WHykKu6C)8du+7p08Zs<|B;Pxo?;xWgY6=&
zOI)DxN%3V4yY$nh$M!{fq})}eU=)q9&Wn~w0Fbmp7YGJ@8i?%eC7(A`{gT8frmYhi
zZBZ1U>2DS%G2CJzs(HS|8j1d}$}BR{Ou!i6hcF+)(DO>zPr0v9iE=6km)9kUVyZy>
ziQ<T{0_EZ~1t+zM58VPWPU|>+YA%>QR$lA;s)hHGKHKdEkLd?L#thB8WwUADVbJV8
zFU{^ZB)h--Q4PK&LL}?RK=s!>EmI?}w6Jx*7>5P-2zFi`6i)^YzRot_MF6x2!MdUH
zIA{C2kU*umXtKaf>kssZ`kJVNiu+pVzRZ^@af%tC5iKi1knf642?6+~$As`aH0CSR
zXCGCDOc~_Y6`~=Rc~5=ic1A^(C>dLKaf`3c{HnRomJPeB|HYlzRLGZ#W$IuMtksHY
z?xA^Rh%y4kKIi>UWvXx^I3@tGLyeuoCTui35g%7-JCe0vZl5P3PvhtaT2k>e!+w$Q
z3EhX634S#l)n+E#N#G4EJo={*6U=hNU$w{)n!mT>Zn`mq`xmnw=YRe^JRX_`C_I5;
zkZDk8b4X18&3MZ$0!_109Rh{1xPcNgag2qbl-aw1E${g=l|h#9W-j<eHS!AY0G5_e
z|IqUCpc6A7B3O7sdAlo9z8|-Qu4WCYmH3FcAfp6}t4Ld=k&uRF(H=?3#cySjFw7J^
zomB35>`7u*GBCN6FLLl@CW(LhrrVC}p%gC_oCZZS7ycfa60K369tVruM8uJ;`p0)B
zH8Vztd!t@s8&3^ulBLW%+E81rg8m>^1Z`0<xm+)`M0|5hv<xjuw#$LA^hEonv6)ES
zoQY7R(E=_w{ZMyc*W}F-<~`D34t+{1BgoyzqOf0S$6RZ>`C()>al3(N7vf;#>SM|A
zLU4e=I-SsBNKG2kGRetAKo&gjr$IB^2uSHAMMhIBUscmpiwhO_u)Ldbs(DAn+o4bj
zVe}|obACCS3wr{`<xgbTn`5JZAF-ssr8|T9Wf<;vgERZQ{ic?ku<$jhRIBQDzsz%f
z?D-2{p1=Ku4mto?VV&<hi2h1wpH@$u^%VXlb{E=KK=pLrPF9y>X1xK~0pn14S@suC
zgKJ3zby$Q;_*^!IQsn|XS;b)?O*fjEqlR*7DZ)GuuVdR|PFyYXRBkeUV3n7wcmqWu
zIwDUFgXXT{cgV4j!<j$kfZ3Ymt!MFr_z;C<Hu?dJl%;vnWyhy5jdpt%Xb{w`8EcN8
zRckV$q*_Y#buI%L_Qq6KHlCSDs+Xf%qB#IM{ieIpW!|g31FQW#es$GDlvz+dpi@(2
z?%Si93z)wK{R@Bh)CC|bCya83z3&=lgi0&(_R12>$%1Opv+Ld8fBTTmZ*kybp*atq
zOyUjNhcP{K)vNolOxpg(hHMzcDU*NJMK2J$W&*#2N0fb#M;#8$3pi=Se2`h9B4=>N
z!^AfJ74uy#12ZZ^6pt#YDyfPEIn{wE|HRsk`5EEFxz76t)&@m+UglZ3c89&r(!gL2
z4y5^VB%ZcC=;g7mPjsqC0QiPUJ)_tyJ2WC_4EEN-T-$y*vP-Y82^bTXM%eiq--Ug6
zD~ojFPELM~;aG1nYieMZ&fqT1XOuvtX&3NQyz<zf?t0uf3@PETP)1pyYEuSoqW6V)
zwb*H5UqAZSg@*nk^e9lL+}CJ|xKgU{fIf<<Zo4~i*85xBimhad4_yUzG3r_z$Cj|C
zBRlZai?i?UonE-s^vs<%<1=FWquPkyq85eP@`3PH0#}D#C+sioCK=_@Tz{tA+1$5z
z6*mC^4|?@sdyV^~)i74k5drG;4hMH`nkt)KM?!?z0VeQTBJ?)Hi#aJP^QcGoz#dp<
zmj-P0G=V47PcbO*#P>GT{iN-C*R8RfnIG~#Bzm^EyLRbds@Z6cHt_mOKO|F#%!Lh5
ze*~|LqaieJDrgj(fJ{ohvkb%Ra0&#!1;etM`K-;TLVFOg{2sNe43T4%D=CZ*GNv^L
z+acrDKPDJ)WNPOF3JY#XUeVpUVDrTyUc!eQ$AKA-tQIA4=mPSR@v!q+Uf@(sf;G`n
z95J5G_u3AoC9{x$)&k4)U!0da76&jlvCz0C-&yGR0Z`adjM~44N385O!o7n+{uY4=
zUh>W_ea5+EoTn$LG0<8}7*#b1o?^7oDTS=+W=b-u@F99+&w;V&Kea`PY9Z+s_7b=Q
zmZIC-&oj49AL)_XPNk6L(GVHGO$R{It8F|I8BLx{y**xiQ;yc1$OPCc3u?8-WmrYo
zw6904!#AT?w|`Z?5Gcr1`S*bSU<120lcOgejDwNi!O;+Iul9_Y=_;sGmgaz*!E)!S
zC1adi0#C4X1c1wuvH2gH!$FF`*!6(UBtcE)cj{rwtfvXJ142oLa8i&SA%A7&4*1F)
z*$rQZI@|^Z_RWjl+{R8mzich3_6Y^tIZs&$XdXn!!~*>7ve!El%%21M|5j2F&U=x`
zLxBnRO=QRi`?mX{GA1+<bs0*hc2pjx?`=<Hm5C4Pd7D!gs5~ZBLgjKi59p$WD?S^5
zQHZBv7>!*w0vx5QMyavG{=G>=t%u%FXFEvlEQr#@0VUN!d2`!5L^ezBa57MZ?w0z~
zZ@IqX0y-&t7cD`Id}?I~6<$@Z+D|k*hC1VLJH1<6fnyaomo^BozgZcTRDXU&fvMq%
zJR~3|zro?A_A@&Sn<lg}3~BGARkR7@fha?@``xrRWYd)jD}x>|P>O>Tsze*OSqn_I
zU+&Xnuu6aP7BR+P(MJkELE(M~@N;D_#w!8JeK;YNLrLHzwLt|;3en=BPV0OTxCCS|
zM_>SR-oKfNwrmAD{tT?q?Ftn!|1pYf=F2X~ydp!MLvA3V0ZFgWwv<}FG*;D`1m87w
zm{KM{Zvi!B-r^UxK6}AI^a)po)?9RGmBm$Q#S4rW!&8v}UrgT{Wbf}g8zBRl6eTmL
z!O$|Ej?wQs33^X@57pl2guO?Wt6@yXZ4hwACC3lwuuqz@PkJu}8o3Ih;5v(7Az*h6
zv7qZvD(cynlBm*3^j?_d!*yEhL+eZ{pBU5begh=xGwj05#F_u{haj?*CgU6*9Kp~F
ziJqDB9og;e?aHg}6khKnVc)%ZP;8dw98Y{XoW_21efG@6AJrnlP*UIwCd?Ek3~UR2
z_<l6JO&Gz#12Wx+YN2?M`cZZ^IMXH(em^_B+!q%=)1%J$H|NC;%dipb<M8Rtq3i<$
zTE(7YN~J6y#IHoN`$@=c=&D*d7t=KuU32qF2Fokx)xy#h*OG&}`eyQ(d9FU)<6xhW
z@R>8^lf6N}Ud9fr1&H%|0kvg%lPofCN=~7uQ{ogVH2;cKlvvb@icFGFr_bDI{^|R0
zYNn1kI^4#|lAo)3Mc2tHm%|j5F_#e8F2aDK#(B^CwPbx)3Y2l?(U{26r{4YJ2;WTy
zjBm>5)j1Dqg`gV^h~3Z33#Fv<^9bOdUF6vgW8#AQ#17NagA4=XUP})Hx6^DqUOROF
z@f_>59nk1&4)qVAI_E23{b3gsIivooe#QfR4c~oPL=Cl!QM7cTECiYJfl76ahiVH{
zpKS4t+$Hl)Gh1F$)4S1cl6XpHSe8;}y##Y(#Cq{$f<MZ};yK1Ie)BD;2<B?|Ol8#y
zxqZkSTzvX3IWo7Z$CmU1WPJB-*b@9fB%dIW8b*zu4C4hcr@#@N>hB9a`=9w?_7&ea
zVR9_h_Ds%tv6AASV1DB$sM3_Fd(&VIh;jDc{%3)y5<9>|w&mfz1xM+GLC>3<iSREP
zs<tP<bWk8+Kq=$qGJIIi5I$Xq8ahx@$Odml>FHj^!4@sT!0W_(t;PX3S4mj$swhJE
ziy*evJuJw1#mo_BI^FdGg$nm7(+`^f%a?i?YIFC5x&US#*1__Y*Tk!o$bO9<HH9z#
zAfV0I_oZOPb-af@EfHaSop?<ya5&(jfEm-OPrba^(jHBc<n8FbVlF#F#AVbc^ujIP
z&@!xRfB6}Ptt>3D8fpmIY7+l&Y0Ev|kXIhdR^oo5zLDuiARJ(BPU5wOd8L1P>c*f4
zG0b^nYkRS_nlfKV*8Jwu3moN<QlRXAOoh@#M-qws?uZ69GW8ON8at3tDWz~oUwIYC
zJQlSSXIWS#4GZZJQbn;f3GcX&IErJFJEsvAI{c%k7RYctU$kJr8YOZ`^6jg%^XJY}
zgOf+hNswXXwlr>Iur_wP8RToQaSd1Bk@Pq3M<C|W=oJhGgpS#qh&fl4X^JSWm+&_E
z2;}?{i!q0bKoGGH;5~@GOWDw~5<>Zy*EedW2jqq6Nzx3s_R!*)hGWbjtN(a}5ItW`
z1p~Wn&rp{qFno6=n%!6281@~!rF8knU?`%Y$VFQG^VXyc<Q?qg9Vi-X2`>AUbWmZ>
zJpy-0EqNkIa-k>Iy(`A-hP}bp&QoorQrY@KnzGTh8iJ>x8HDRn>s;zc0|9<li-_e0
zDhJLz3u_y^mB+$@jRc}&I%)Kz9Hf$WK)3fZ;*B{EQZU21%5h_E5G;C^;q?XVa79Y!
zHa__wT$#)OgNV0#HzqT_FHaJ`s+flCa4JsPX<9q#;l3=xXjGCq6r)AHuF`gt+n<%k
zCGe7JfdO;&?C@e&Im}jV)yDEleB6=8!*)XP@ngRSM6vF(KCyi^4hqtwU_+%x%6jZ}
zEeSn49!m0eG`vP2Ps)S1A2-yq*TxW}#5>@E$66h`Y|p|>piqtx;p79@RavLj3-Ak|
zfclP@1?L;pp;j2z^@OwiEFssKc5@=<bSIo}G6&14?Q(Qa@<+v-aZ6%n1wS^Sl{s=)
zkAK7$52VF4FmIRyf)DW9zMlNeW>u*wdJy)bY`>y`R#DAEnIePHyYZLFNmURUF+vLF
z2miW<7mKSdlUp*?neIJ!X9SJntS-o*9}LXQ4>;~M9>n)>^H|ty%C_9{o#QK{yDY_q
z3}sNI?n@r2elr&ckC;<@iNeqmB13|i-;X`jScXeJmx{3RH!lMRx1M!S5?K`$!HpEx
z#VA!#uTjPvKatteSo2UzdpqCfk1zLFC+t^<kq^aBu5oN2q7`YJAZKNJloltrdl_9~
zyK%p0q0V#y2KH0rV^-=QqHlo0uf8+d3c$ohQf=~llZkJexQEsKy;R)#n^*mqA=p@W
z(us>2&qj+d-XKg~C@ZZ6G<tz1q`7bA!ad}EsqWvguuqI_60nV0S0v_%XafO??ywa9
zqqg|rTBNSTGX9Sx{7Vc1v6+DXUQV93X|Cb3<;XgANR)Q5Hj;qW%|@(<J4QswARVun
zZr`ysJSsY>zl4){`)F55RH}vHue9%D1(h{*OnX#q?pf9n+gkux-kO@~5m{N|?)xNR
zF>C6^Q$RkclD*B1&Y7X1iq38^wVJ99;5B-gxbT89W2MRh<2liif7))I3|*eB)g{~4
zme1EQ|M<=cFHE|1awu-7jI)u)1bFuFh-@PgGlC-nnsHy|khRV0HZtPa`B`PM$zF7<
zjH%r6)u}VBCX_aIm3PNQ><`jf42BYhitFb>V3OK4T9UzqobJyepP@iN-!pnbdLNs`
zozrb5;DmPj4M!B$*&LPxzj)yZ;R}`mW1sXY7bmf3H*IklCSz-?bP=|}nHz=X5@6lE
zsq;XD5EmV+3)RHIUj>e|5BXwXw&48jP=_)1DtZVUorkUkXQ-7ENsR>m?aJWA74>(t
zCyt)$sq)yQ$`_w2>7rdHMo0BGPd3Tv_caJ!2pS!}JyRZDQ6WOL?#f}TD^^J|oT!1g
z!r9H9<2_-8%{<R9cdsnOP%1C8r_uHp0Murr`2D7@%T~E9?d#7<DY!Ln6I+4khz;hR
zL4dO9fGNzukBjoyZn?A4PklDb!(8&r<FaokSkar(PqTrweTt<`F%!}7yjK`=1zu51
zkfX}spv*mC4DQMhnDL6;JOP;XRw>cye((Ok_jWM&ECP1I|JY$3A~9J(l$H;a<N|<Z
zid{nk?;ZvNgG?HGjsEuC+s|bFcHol4@$IKhi~<mET1q#ja{t=64kPrZ<r3&Fy^5|Q
z$a8Q6pZuef?)2Z)FPUPJ3*!nEj}9i3wErq#Qj<0sq?A&<tfLrH)~vxj#<P0FqiU<p
zx}DKj=h~J{Gk@W<+6I`rgV&)P<IdW%*WI(~7mLT{Xjppj4LpKZQlZp})qR(iQz!#|
z*$X$`4oI&S1$tBbW_!H)_JiK4E~Kq-SwtOw8NPzR?M_A_3Nokq<)tw*mZz8DDg_Bn
zs3T_u>~L=k#{`Mj_!<zjcj9-8oVq#rCmTABq_-FB^aU1`UcpE$YN;#*Ynxxj!XkQS
zx_*D^baVoHbjfxBo{TnB*UZD0o60T?P(-(EK`udz)mvqwqJK;MDD9h2(tCpRY<bAM
zL$W&VX_}dN*mnSWZLHb>8xy+)$DPlk4*zDapZ2IEK-5Lo2$Fp=m*(-rImOHu#3a@<
zpJ#A1#f%pHYs<vMa;>IxEQSyG`XT1!n+8P3*QeNjlubP+!a(vBvUZgUa!BViM7lO+
z{~J<6HY}?n!alw__<b-zupyTcSx%$Hk=-p=0?dr$R?DfAh?8GP#y^0>Fd$jGsJ{l@
zqBRjuaVbQiQ_QKY7V|KZKT9_K2;0nq(-0aRcb>S=BgRZA)}R<F00&kJxq!yv_wjq}
zG^sneA)PR9bo20!9k^r$qELTBS4g&2VT|v>IjQfFIKkb-1Oo)FvFixi32zSs;LGRF
ztrjlk_-fR|_?t2$9iDgDSaXIQkKIciuHEMlVCUVBBc{pZk&v4oHsn8ScTC*#LQ6i7
zS3DMSa&Z=YAgnDsEolD~@=9mQk}P{5zBqHTX)kW$Ql^^JQDEt0*W)_pDVqzpD0>s7
zB>)edaX;1U_O_^WkyrUGe2K8vQRZ!4e;sLx^uwpW-Q3+(np!xJ9pcNB;vA8x=%4iG
z-4phyKjb?b2il(S$)KwTw(>Zk-T2XruLd+C=pT<vHWc(n`3Nv~ta{M)$xz!g^nXWN
z+^6Um?w7rXc>ti*g!E6+uNh#std5^B8Izv`nP2l;&C<Ur?9~YH5}a$Y2d&L2)Psv4
z(S)I>wvqaM9mYQ6k%f_rO4C=Y>NPkqs9iaaa5=b{MdAGn`J;=b>}_G+R&=mF>V&0{
zm?e+A3x@Izc<MR#%!~j@d4ei=B@W|B`|(x$yDNlm=eddouWDKUb`V=}@9~YTM-<2s
zt<IX2tY>R72;&*%XC+ztjd@_&%ZXiqdVOZETu`bJCD}eI6mosla|h^6vV(i<ucVTu
zeOV@@P{3UI1v3BxR)1yoPZaCft1$c(Gm4<2GJH<5pUlr{to;qwFd$<d8qE|!4BMV&
z>cExCOjBt7Gc-GnD2hQq?U-Smao)$M!}sQVaP<ehVfft*In`H3|8K~WGZ}WQo0<NG
z$KRHN@s%+Qw;VBGi9X8LK?GS>bO2U-q&pD{tA&)k%f6hm>E`Ueql%GD8P1@-f0BwE
z|FC+1Q`K;vA9|t1`>CCuZ_hS(->d#mihuXB6_EAAz_F+~oY@A<5!$UNsdlNLJ(O42
zsk_cdVq&l1FMJ-2sLn66f3K6R%LMEw=|D@}gNiNUQGX5OeCEgrG|!rcKw5{~ibSCd
zwyo^smmCAkqN4oG=P$R5>qf}8+9hyFus;M~97(Z81?JHvQqL&C<c&fG#@9S@0OEUN
zqT9m}+FnT$Sh>hIINhhTi|a*&nA4$I$~Mk_hdJ>`C22!Ze5;Yj*D)<J!={odqlMfF
zl+x0*YD`cP{IEME-}i2(c+?P*l}bB^kD-YPy=BkMS0LN4v;s(L+(z*0K|L<hi~?Y_
z%u&Qh#aP^Wl*d|N>OQo@v$Z`y183&eC34>A!@&@?KIDYBR(2PbGy+?O#4&3DAqg?}
z4Vgd@e1w-=9pt<tDV)NTxG~;9LVs0NS$b%5iI9>p*_%1`@`dWt@A?k&q_MNw>V$pP
zs%#)UWU9{0r%o#q(&y>6gsVGz)A2iF;7g-H29gQ7gW@;>t@|gnmg(R(`-(tpl2^dP
z0*Pvu`Ad;@O@$@W{t%%&)R3$aEk3jZ)eeVM0u8{M!#n$(f%nL~6&1E2jLV>d<i??k
za&RWUfJY(eYul(yjK-2x*lnu{rkc!jexJ*a<IQ3G7!o&r@z+*wN<inislXnxy=l~f
zm#n&)5E5FO3AX(*b)b#V^s*s7k3i<)M)%Db02)l0GNuuOZ6h}cr!oE7krQaz5f*Kd
z(*ZP%&;h0uy}<c|B&-JvIjtG4_+PZnK&4X=0J=R`eKfzI7Qsy2oS9#MpC>?OUU`>+
z`0B*<rfj-iA8^+)XA6zqxp%elf_&&Lyn_6)H&8q;g9vvV$)Alq%^1~VD!J^4Z2P|;
z82)4w`5mKDTO!7*X!9}hk7Xv-1kpyvz5lu?`n5`dhcjsD?OpLuV1NucVqg0Sv-;f;
z>>IFsr&O<B_8<<MV598zmrRvehA!rLJZN_frLMy+zGesNR_%4pHJ%bfHvKwWyOZX0
z80o+?pdi21V0DT98?Wu^_FGjKeEWyx5k8~WA7(~vG{ValVyA<tRIelE`ifd5)S;E>
z6izak!hbm5d>tLVl0n2NkPgOgc0`ipJmq<SY{9ZY8YIlSb2+Tf+f+qdmllU{*MpV=
z3e%QP(E~vclPgaAtHN{Yc}HLyuVUIcUZ;R)s<i;{co*4nHwPN2nb#+9No+3vv{dhR
zys8JC+{Z236$S*uu!M8j3Yl3c{c!7YFf9A9F}`+5EN+@mI?dKUu>sW>RYCJ!Wkq;v
z(~DzWKpV2=@wZK4DFy9@m@w-NlC0sDv{CWkl0zEg=sQS{lCYB@&!XSr0`@CIAZ5+4
zqr?ib14L`QawPs4Chhip=S}!&2I&fu&Een|d}ziHyym2pB21@Jay<QoWbkv=*hAWq
zBM7TP{4)4pp25``wG$L_R!(>C(`g;QAt>YmRCHp(nFaN0YS}=M8*3V<5}d?foqOpB
zg`)ju*>9j+i13({vwNW^?kd5UuGOLO{Jb9tpB~~Cq{HH3IS99WR+rEz>v_`XId12$
zfy}E+R@MUl!SGG9T|+nfIg}#3%1EEc9R4H;?3_iEDtZUYhodzkx%j{ls)6JR1x&j&
zsoKg`5c=D8locIv58uJ0OEN!jDoVmd17aejy#d88RQ3UXI0d5d@SDcZ{P3=Rg(M)Y
z(=a9xQIXNmc*UIVT8d&Lo2r0J5%bC{zK8*C<pvuK7Fj2EUBofXW*?z-W4iJW@&nJ+
zptSc}d!vwGTFA&25H#)sFIU&fq=7wbsSZ@$!xO^8&2WNGtnpy{1yQjL*!wQfErykr
zuIJ;S#ngtW<_BvEfJv5a-ifGCJB)0$Im3W7tXpzu%v3V)_p7^?n_~H(pU{osBuRb&
z2q}G4&%tb$f0aG=3<EF|P0~T|&3SzSf+An6z<741yZVdXC|6QSF_uwpjkBb<03HSv
zH10w<5kat14QY;ql#YD6cd8@LM}*J`ovp`%#Ua$|G6^%!8^6M+^f{&GcRN3mVREF@
zqcL`Z^M>3Hh7nh*JIGwjuG5z8p0Vm5X7XY+DCQCt=(i)O3o?jGCsmw?j#a>11@n=U
z51fBkM~f`#cq>r`U#JW+2%yra_Xh<DESIK-3I{&jERntG9mdn{$851ou4VNSVBhWK
zn;<TKv=gPNY|hloIJ6C`IdQZqrv6Z0aG+f#|IUj9P6SWtlSHy0>EumTi+9UGNq5$j
z{U|+GWfn#i(GH@Ei?lHt0qG;k-upOIbhBRj-J{9kYSxC#d*$An$6*Ax4u%J7lWu=*
zy$Lyi2x~CyZntYPJ8XkEV+s?00)IzDB=AqP8?FUHkwZ#E-dPJv)kHZ#;lCfE3g8&d
z+r^oHawV+aANw0GN$5$Kq~2rT(HJaA(-wm42#AlS2h}?E93IVjss89YX8wCOcsyq8
zIKZd?qe^Le#v}YG)4exDA2k-&RuXI=?c>wCrAC)Vp^uy`Y-7{AV5vJJX4CMHlX=z=
zW~{CYumnv=x>JUaQEh+}^<CJUBqP>V8h2@EpHuy8VCfs|&wse4f-JvAlzzpday;s&
zc7A7xPjT04ph1j-&o)DO$<mu=At3C8v!DCr7v*U!Adidc@5GL)HZ_czh{SApZ^|{b
z9*uwoN>a1&eGM2~Tz}$M@|TS$4V<Obay!=wCBr+!Q|fFtgWAtz_!7;sYY5RKW>;{y
zWx#ssF7Tbwb=DATg2YTUWPfx&(7j{jkfkPHLj~4lf@G5f*7uZL2+^kv{Q&)H(tstm
zH+{*XkzXMMl}p61$PHXjR{BGvo2p3wSvwSn#$NctAb7L~IYHMZSqldqnswd^i62(q
zgd%#qLxNNOv0gVd(|5NBbzRZVj15_t^A*pWcVnx18w7MCc8o?UQNL{#lSQS2gt<(7
z#sN&E0NUKn3RQM{m2?yFh3;f|DM9pZRHmvfIoO$@T#DJNUU(-*5&_!<0pq5gVQ%R{
zoA&2o>S#arNqL67ikZ}feinim%4LL~ERd;yT{h;Q5WqP%&>iQAI%A&0H}85<&0&(#
zsx&q)dH!Hc=izh1JzEFh<KoB$M+x`Z|4eYnKm2r$T9#_nGWC8R`i=>H+#1L)wY{q%
z`8Vovaw*|*sq=Rx)urjg7DjbTuR9s<IcaM`D0T4)&mBvj-rd7mmXe&Gl#%rlEZ`YS
z(>-JNOq{i*JMit^^b#V0YDRzWLX_JNQd3<j!)H&zPbDD4ek&-$I<8*PIwi^q59Ck1
z(8i{@0KI-1e@xs&IQBMWLfnkPr;!Q!H;w*4_!V!*^UGA^$AI)%DFG^@gMV{sFo<9l
zIi?lFMJK!471nHE{sYR^qj>ZUZM3?~?RY&3kuPBePa9S!A!bDh8IlEgc)EiIs?=F6
zM=7A!qwE0u$9*)#7%%}YnY2?ws+E|Ac{ScCyeOEhZQ2WPv#8*C!z1<DkWDT2c&i-*
z$j2~pu&(r2_FkDVn8}jH{Ui4rm*dsu7`Xu$u>%hX9ye|MTZ{t1y6qY+Ot5beu!wQn
zpLi(2N|VZ`X!?4u9qfC;=e(u*s@=4cD&GjJ5kf`LwcxCpMvLy_)(5=<AKNpACkSut
zf-<%I1^(q1D}5ZVC^uPjwPE!t(PdZ!VFKqCI{Gj79hbfDAp0KVd4weV4-6nq#sM`+
zq*R10@vIj524XJ`_D5gl=)sP5^M5kNA6|S1Fq(H7q;F7rLH($)Pjfpzb;a4rl}{73
zR#~VDF~C5>j2IpAE+ghLg06Ma`%JkT?xj`brX_hyHM&O359Q`}i*wP;j}kH95!XZw
zG2)~|`CjuYZ9UXCTF4oPisew0>S@(hY1Q#0qFbm`ts^e%la^?`5Swz*v9MOcdM&qa
z7NWVNqCx5H{ES48f@9rDb3w~^oDYgb_27;^4%RVDajzl(18E=UQ|SIetb6rAhjw)!
zqchylNxY71sKD+toN-3ATF<&s;>O@1;lD)WgQ+vwc++=o<SLHz@}vbIzn$<ut2sVe
z*u}oNW5UWWV<!=wbuR<^zHbA@CSso*Y+xutSK!?JQv40_X$J%p92-ZzY3Dj)=Zi$9
zqx2UikH5YOU<fKox(p?dGPQ~s%Q8<7zt@u;JbOl+-}{J(_*@L{VUj(@GReu+q_ivm
zb#^FJ>@6z_LsS+SPftL{_&rb_PNTEjBS+h;#jiL6LGtD{LMpa(-&Buu#2FR|)A&=o
zqG(5c8%enCCnWRM<DsY@Io+I8E!kR}2N$A+9YQ<41}>oQe#3rXJcRSRc55o06$p3m
zkMFy;{ScRdBDu(LkyE`bnV=nI^h;#<U46{N0nwibgCUBWz8ddih1HIPELVYa(D<_&
zJl1QG$mDg7p<u~a&&>!*>6#w%no7z<&&m_x&lDo))#stL|3XT-Xi&<PWdC_FwDYlk
zo^N53iRa5#{Goz18OQWVET5hH^hza><27!sA5NBiuRtbTKN4!`nwNQ1*z4JBR#-BF
zVIK7F8qW4OH`>@+QU*z=-8>N#$)eY9v{7PdvEx}B0A_IHJ2Bl)F;ecTJraSLaxaoz
zp*SD98D`59hZRdLR?(V$@$m0Neijr?a+p=mv_&W+E!g`7MVVF|V!WS|P+CO?g@Vr|
zhN|8e&-~5m#&+%^-rxm&+X+k7InqhY(T&g0Fhp*JLTVn!^~dq`CC!or>U{x^7|jSx
zC!IomYCDXDWV#Eer-k1|vBIw1&>NV4q7QBkx3`7)#j4HMB2!a7xm9ZaqM&Sad+;j(
zUovU*h+Lm!noCYYU^}8Zq^AM~LtsoqB8P?I<fb$Li&tQ8#j`n-l^TmoT%!A4Jll?j
z>{Ww><s}Y$g)rpm?L=X?=0SY_v@Cthe2IMqvh$x^_`jb%iYdZzm-$3VLV&f+B6@MV
zJse@$htU*(D=8CKWvK^YGRDNshO_SrGf96@FgOTTc%(GX4;s6k!aZ~VDWO-33CZQn
zq&$i?4lSh?Go_ZUBfS7uR_H031rT?Z(Q)D+TYYJ$ylvpqHI9{~=#5;mFcHJA9PwWx
z^Y-~08VNjN^5h=V%4i_nb1V82()&J6y(BGCCy6`CIY&n4_It2rG8<{D3OeQ8SDI4y
zs}MoA&48ly<scwRn8scSiLPeK4z(_5RCx++jjXoYH6k-sncc_*=z%#L{pyjTsX1-?
zng&*zg~w7?ol#%4Pi2hs?e%-7_iM5`s|59~Qr$C?=R>uRkU74An#)l|Yo_z&*0MmC
zA+@!(>0-$@R*!mYRMNXjT6&idgeN#fiLTP!evYAyFwYA?<s-5cZb@LdS~q*&vCw5h
zUzo3x8|huToc{Y~B&xM2j$JRJ$K=Te^SnBK#pqm|cnu2D2t7!|7g_I8^9hdSm=Jr_
z%{}2fIbAX_X!yryr+b@l?hJCiXt7x|bsp5!+CNlNm#G-P9+9v_ukU%rsTx0!iUus_
z5N(snk25OgYQsQ~GZOwPgj3;L-X!iuhYxwh441W>X}Ky>@8Ag78ZJvZwl`n0;=qN`
zJB6WKj?$tA)3j9fOHC)uA0^6vO@L3RZ){|fzl2O9FU(`vED^dR?Rw$AMY4X}&#iRl
zNIE^?{^XwvsIEl${9U0LiN9)j`8iot?~E3HT=?|Y@Yi1j-h(^{vzjaGI<E}*zxdUZ
z3E)SwNEIF^o#y(w2nnn54%>qV(5@TiLabo*SQw&;S6cpVxLj%PRiV)gDmJc7Kaga9
zsK?$$YBCWCe7Mh-50~$7eC^Xh)56bBU#{OBI4wS4_B^k?1dL%-^VoF?&GL2RA>fJx
zQ+Bk@HfY$^XTlisH%{p8AHFd8uJOX78@a~pL8e(9-{CD!^38Wz)^Jj)s?%QBMmLF~
zPegi#XcG5)6#;>*+VaB2{6s~J32vqZXb*(}Svx8ChhLh1SV=omMu9TDRUaZKsfnua
zS}CZ6;}4EW@3%hIpPm9=Jy^;7jlk`1a8$iU%Bea9<B-tK;v{uZc^o94%RrRXWV6l1
zo*f69?NoQ`RaV9(g?6YW{atv2#?MV2f_C#eyd8GTzfMOutwKV7Wx&pt`1uW5Px`Ym
z<^`7019+2tunS)c;RV0!t%GhZdICTA+I{P#xcU#SGYpGn33|sQ0t8O)J9`zYW$U%N
zV2_}8+FA#PQ{VkJT}NYrg`aoWUU9*ur%S1b9Y25SIyvZh%$LWs-mjIN`&i*YwkJP2
zacn7WRNd*X-%q|hSnv*&FB7yI)d=b<C}g$%GHv&oVqRsjSQ^aQBz9L*oiHKGSOPkA
zu0lKhgygKRksl^nebt?M(Mk>I#HGm*BtBm(B%95;Hq5ce9c>&GDVv7AHGFc}ZI;SO
zv?F=Iy*oPonZ8u@C?L?3diPVP?x5znw%T!9-_PySXv<X~ia4f9|M(#0Co!kK<GING
z{2Dt)p~<glp4MzEhmV~lWW|if`u%&V-;2{PBaJVPFMs)bQq1S4x%#c-tUH$VyadBf
z<|faW+9gDv@%+8ErW>y(QJ!VxGd_I{BF^H?ug`w!KRF+Nx-3&X9sBN_I7e)}_|eGy
zs(;-1h_QaHQr83&X+6C1Ui@tLdK%UI!e6tu&pMgHe)?(~=UO4n@VSXv+W9YGFQCXy
zS;%nKG|rd(5|K#f<HNAMn}9Y1mcN7ns@DHJ{>KFWvkLzI*$CT2U|&LP8S8-m8>Ptq
zk{|q!CL!y0i%$0cL%Z=m+J^sUsX`9U|1JIa|46Fv{~`qZ|4ORxzoixbKS>p4LAz-T
zrVm%={nk`-vW|E<{kdRiv}h^TdWM<wK)cj<<#AD-SM{)_0U=V5uaZRigR~P4j1&eg
zFg6w?K9)#Ynnb`K18qY;l^MZt%(cs>%Uh8sJLG91?RIM7D}(K>>E(j!Y8oF@Gp6Tq
zv;F5Ja5$3-to!3AcR|emO{zz%^zC?Le@3h{1oSD!FGS^OI&L^OL<JfAk{A@Z@DfNC
zBZgc^1hpXqMkKo_B=zaAvQTGhtT(EFuB!h=;tT8!`kA&ZR!Ub)VOQiphhO#LaCYTk
zi}KZ!d<omZxSV*ebediY14?%0x{xhMEh37sx6bf~q=ait-Hkfx5h1YRgCb3R_+h(5
z^gdM3URSoGk=>Z=Tpi;8W<sIdY@16li27bg!wR`hCk5kaNhL*IoY@LwHXi|{(?U;H
z?CvY3Kf%-*4S`or*+tuBah90)HrEtWplW;QzRpAQ8XJ!Cdq9kQoJL+w><hu01h)&Z
z>HTB;@Ld{j&5s@Zi1eqy_wdtPb_*Ezw%xq7B446pv%r5*=qkF87wZl6myx}d#~+X<
zNg`aBhj9FflI~z&)<m-(`jmyZBx9}FkdMQerwK?EwfZ)+hz+RCiFZn;$!XUKF;6}l
zBqSb}GXpNfjfB_0bl{zs#v%)}OBuFTvfA>(p6O=Q_+{>Q8ouY3%kjc-@!HUP`$Wd6
z&*>2%d>-e$kFrnfD{SG>M|D&2t>o+IiG^Hf10(_WZO_p8JiH?Zm4i^CK0C~Ntu|8S
z{br;QA%B_mXEwlzoutZNE8#iLKUUpV9=H2$T~DGFh7c-kCx|wso~2{<6UkOe4rQI-
z9zLk>uKhVr_U}GVL{Ser8@AnCN8<ri6LH=ziK2L#9_e^2uRISI6Lcby6%#Blti0a3
zVuirtVPu%D`Yisaqr?Qxgx+&uEj{R~YR%6OXqc3pW(*IdxMU>KPTMpHTK!ZW!GBP~
zyCp%?4?2UlSha?e|6Ja%y3W~E<*!r4JTCREfLWFTQgkjqxvQ*Dto=!Np9si2WqxN5
zkUBYEt^eBDVdCK6@S1Nn=mk^7Vr<z7=<5@$+&nru8fR>uVDFayeyLbvY<oC4Ihn4y
zLq)@kT%$s3*EUO_YnAfaPQE)z`|zQN)En(Eu6ujhWBbE;HdUyq=CTVnP5RFwF-%|J
zvhT=rsTFmFxn7bc8;iXra1rvWlln=>#AHj5qx0>cfk<_pI3uBvn@spa^qRV|q=fr%
z#mM*g?CPR<o706yjpk{?F~<CD`KN1EZCI!0Q?}b)SkcQLQV=$*dpgL(Y>(5@I#IG-
zrtxaHefYBj(buu~cN&>Lw2I{3R^6OgpXT6P>gTIxn&^*dzN^3B4;H}F%@X(5`|Img
zU|n%$D1XIHm<?<nAFgm2K5)7vs@#bo3m9iYG8|?)PJt3>SV1KG($H|ZpOvzl3>%Ik
zlftu%R!$UTr<0TCEv8bW)AUWtGZgkDs1-DR>mSJ5bd_IsS@E9?UW)A>R_x~@JK|6b
zNl1*%aT<-MDEcvrHhL6D;d>WJB%os{&EI6Z-BnO9pruQn=OpF49|tX1XO^;(vu3ov
z7dKj>6y^QIMbTY$bHlUhfY@xS<_TYBxW8EVQm;aH?Fbv35u4LcT6%I`Kg}5wp8kB@
zkNn0bt9a{rv8HY<G3UDJoML{XC4M4R4hI4Cyi-^A&F7c;8~7?sbpELDcFB*r*&8B+
zX*Tp_L1+D*%20ERpdhXjF|N)$qNa@qD_eS9*}N5hT|*kpcgf9JYjM^)zq+~_Lg<oe
z9>HcZ!CWbHq!jKyPb}FGc3J&qL3ay8f6dT3lY!afvCc3bCZq(bd^t%fs}o+@2%gx&
zXM86uT^~?u5v8Krt~>aAIAd39prP>8IMS%z{B_2eSX5AuDk>pIz-5!!U+a)s2>=S}
zpzqxrBmlPRhc^zXj+Dk~B}ff7isq`(WDoP>gb5&|)4@MBY^!ZLJUud`m$clA4a001
z*FUGiFEnHLj5WQUrR-DD?P8_Mm||?*T55jqWlFtS<?6_pAC{F@u|h_syY(Y-t=#P|
zuY12eI$v&RSL)9J1YZi&)mcJR0{Ow1FNC(Vx=fiOQc;CiA$O72yu!7dw`mD=Pik){
zs1TX83sKj;tk*c-H3Zj{=rx^J^Jse8UiY5dHLPDUh(r^8K3|T}$TcAJk0T=yeA61n
zx_v%8%7Znk^vu<1o0Q<(czxsOW3R8at;Wl(40c%|p~5cSYzEYj_u6iBE8A?-r_k2C
z9olMj=s|$`i4kO{|Dq^Xpz+wuXsp7Ri0dJtK?_id5FwLsL=(Tar;bdZ8hz*2=bL}6
z1^r^VCR3w{jO*zF>})4Xw{#doA}MVO=@`q+w}=vl=7y!2yJsu$Rz91`7~n$<+nMxA
zv^~&jH{*cS->VY#0=1F8FQg@)&F;B65T(#yXUp>{NvW3foWvNC!N|kNXdl-!({L@k
z6N;osDV#`Z$KRIvHj{3csE%YIhm?rVtId4bMk>$zF$%ym64wo;oO$(@Ute!_R=i<B
zpsbLgguV)n@L3pI8EPLbnuMm4I0Y2i#^BWX4KgNT<crOySE5cww5mo<MTLJip12}<
zQV+i#s7P;SHk}p92>nr~>ar9py{^vWT#DxG`^oxeGkUEe9BM-6eDK*IgOHW7Lb$V~
z3U*7yHH}!)+Rg5nwt?E(%#8cveqNzBpHlGic^_%De)MtYFLIf)>}xn(RSnHx`HCow
z6bWc<_w=~SZR^**sSKj0H?YFASi`J|l-~zcGqQ5zjm}j%1S9NMl5n@(Xvu-pv9SO%
zS^XWhj4_s*WUK!2zjpJtRTgi2oy56;Z*NHoY9x_q*9W_}xLEYgEniVqR>w+&!|zt(
zO~Dd4S9Ih(m!7CV<3NPTFf&&zUi5~55Oj}e-`Paz$hiJ%k(;TrPg0&XV`gmZ9)GAf
zSXQ`f(qKfn&3vAc&aUhPol0?m`{vBPFA&zkI^Jfv>Zgc^zqdL|po(BV8n~kh9lLxs
z54lJ^)1N=}PhH#d3jrmvOR)Y47|+w?R_8C)!A&CS^{X>5(zPC<((3bO?!Oy>s6bn>
zXcgnsl|h*mE!536=eyAih2RX^uGNO4?_<q+B3kutm_lk^NPexZ73(r3Q03I2Qkogz
z!J@Z9XN8ig1yboKB~YcYUulI{sO*(@5yG_Xq{VGpy-@wZbX3)%(JFX^tj3`<feQou
z$U^*7RKu_#L;No<FH!{dfjSul-Jh?PMm`J_!AjvpGC5${6dI1SIw<w|u<EKS#K{+{
zd<V;UbVF9V-1!f9VH(Hag5G%;SmQT*XEiOVbT=~fS0CFzxE_~O!ArdLJr)A$!RzOe
z{OI_RT2havOY5=t=>br1sMIC*_nYB*{ReIS@9!|w`YEKa=q|*1&{wu#o1;$5SSd==
zW9nNos6Yf0Yxzk-)GbTM3K?7|zNyAfAp37V>^s)`PL;!|J)An~oU;ak7dE&K6S}5?
z$tVoOZb?4c46^fu%Q1DTRZ7hvSyz4AtD4b#K1%kmMHp!*+pWKpI>5)qkdam`?%DfD
zr2IKBtG)1z&31Jx8bG}$_@SeIy1y!hUi-qtLO&&s5?X0(Ra#+dgWzb_&76zjNe)Yd
z|NG%|QNyf379cO*P-b_tH>gp#aE~KOvqpf)96!W(xkM9U1>#15Eomi6ZdD^LATdk#
zVQ$QNL@Ic3BQA#R9XGKTsRz&Q5G@uHGfoRP&)2mY{6-sbck{8YJ<T(}s~nHTX-MOU
zO_{i~ybN?0qtUR7KjGvgp{-JTeOT5{8B_-oz%Z$@P^9AxR(b_G)>E*mgISf}gFIle
zTR6?Sf~5j0v|>PJtEOCX&00d&o_@;mMEi`S2<I;aKEenEaYRFHTd17R_Xn!rd4Ib|
zb&Rw*sw^j!pFgt%LQZu-O#aw>+>SGq^H~4G5iPwZomDct8yTbN;ATnIXuKm7jMBtb
z&%mqcHNsTSO0j0G_w7j~UKh;(MgCNOR<bavDIj$jOQf0dthHKYZLE+T9vtMUpbA#9
zXiQ$~Im-Ijn)J%yP%cwI_0{)x8GsjC#=H@$!Jg*LL<O$)g{WjwGj&{xVoDd?Gc<4P
zCCH?KE|!^7un&~Vn$%N$&*n7a0!1Fdu65T#X12=`JL>X%z%)|u;SF|R(F^J)8Jv;6
zEPr^co7(Dh+#{zKbz$!3$6H2#tb(|1;JfPn*nMqN)6$q2ZiM$dX;IksZdK&PGZ8-N
zvrZDtjuAe2N6k=Qein+7-O}rLn;!E9=-B%b+rN9c%WTzElqqR%W=w@n57gu>NWNEr
zHR^Z!2)>Z_FO;e-s>DMbYinyOTA;Xp|D@y{+7!)-+YIXc1J3v&Cnvi3aRLXQy)!nI
zD`tZtGwgYk#B));w1kMCJ<aQU>FA%pzjlIsB-6MWiG2*jPOwyT0aqOB;J}~lACKz_
zme<R2-+PjmqI9xFZ7(Vx&O#Np6ybuLSC%v6ovb9Zvofnf9K~4jW<X?AD_pEIdE^_n
zPetv8+ZUx$4yn|?Ufum^u|1rZM@m=uFO|jUeB8p;2&Pczc=_MVX(wntU!xRTb26FD
z@9pQkJw1iz>ZGKYlB&zJZ2#g8m)YzI19Cwv+^Ser3;l|JcKL~~m7EE*N<hy`9y%n6
z*BZnAh4*+$c8FSq{~kB<Z{Uz>ACzC^6dw)=1U{8sa%lI0qet*fKZBf1z#21%L9^Z6
zG9}B)qLnF<VvGInQzOT^ZJjRfwd6X#ES1Jy<a3q{>L5DtCp0w;@em}!3W5ZQZkP>Y
zoyW`etH<X3?^$b;Y@vcBf*~)l@U>S^*<PD(p+c8Ob1q&`DSZKDP9|sa28M*~Os$Oo
z_ZMwWoFJ6K@fI))boQFJeahKfcW_O8%V$vPO(uC`$4|a$gH-mIrRhn`0Rs2YN7&eW
zqBKgwpAec#szQ`aMJ44MUJ=^gBgl-t90RKj=bl&crI6_|JKrwbhu#Zv0vq-H73d<r
z1AJi$^@SkC&$Br6L{jvgSlip9pBkrc^&#YvgL5)x5tBv`O0s7-Cux213jDVtWD1k#
zpfB#nS;a?*_iWSrM)Mrynzcc561Yidg$W5R=2>-8G|Q)`!ttb9N|tZB+El~tKt*bu
z{5ao81lc&#-;eaOe<TnHxM#S*IPrr)<jYEgzE1-`30PHxg8&3WkEhQ$0?RIyXr3tC
zGxq&tFQ_Uq8R!_G1EYqP;W>VLTJk}QV%mqCIJ~UXLH!vvZKH6RtRL}mj4ZUgK%ZCh
zG!Y6d18`<QP{Ma)MsPGDE7?EKS7bLOP`_NTR{{&3%nEL#kz}b-B@5Z_o@j&PW;xQN
zv#(IsfS2%(#*rP4A+G*C5xx{DSp!1Om}YLmS?(W&y)uL~-k_MaQYe?wLz_}4iUaSl
z^XW!uu|lC2uMQBPe}QF}o#!U4z3ysa*XPTt|B*s#PyTprO(Kd!^uO493$VDFrcD?K
z5G29fHIQJzT|#gTPOu@tA-H?6;4Z;Q(4d0`clQK$g1ZhbGdszX=S`mdlHKp!-GBex
zYjZ9xrf1ISKHXj2Rn=X0b)9QM(ayXcdX9D+zBE*Clyy>q?>&5>FWzu6B5NLLJd|n{
zZ@;4s5v9x@Pj{LzQy&j;7<*w3hB5U*4VrwV^}Nm@zula@Ps>jnX_!BP*BUs5hNA=s
zIpB|=89`02R@k@i2yz=)*R7UQz+QJ9dmUr(^a+!~C$#4wHXnoD$9V}t*F{_v5A=M<
zMHPFVP$-v}MN_OSU?cQYY9$5X7Oql0h8|;G7zCRcuU4qe3nWzZaFAOC#A`owxjP{2
z@BYx3PQsNR^<jeSoW5_q@Pk{OcCjeE(*j8WnU+gzP<cQ%Iqu8c5%3C6W=y$?<B(d1
zodi}+|67)~k4q_QPQ)BC4oyEK$l0Tj@^K_m*4-TU%NNE6`x~+EN8Os2<>q$DbTMd2
zOG(-2EhUE2%APNt1q@&}$SXeV)<xsTu01P5F;19Nl%f~kU9{ET30RpCR$q}cHaXhL
zQ%V)<(0eOjS~RsBBW3#V9>R2!6@!JKeeE_&4E@^FvOT5&;z0vQfmLj7p5jFoR!>pb
z`N{=nLG^-Lq1O9{mPE0Ot_(>@Nx9>FVu5ENnd1BS+9``4`^u#3R5xP7-)uG=u+?~z
zJQqCo)9g)Ft-;!C(r<Rej!+t{jx%6MR&CIBLiwOVoIA<ZNh?O9B=dIBb%T^wULAgi
z?jx;X6ZmRJ9yI4PYxyK%K}Au}NUI{b#%XUxU#rZP;T>+mb4P=fY)W{USNvr>Mzz;M
z6)3bgCFGCbNJmVQ<w!*l&};ZHxdx%u-T~|vak)7;)82Ox6fWLX;5}bE=|}E#c$}7K
zg3U2iS=268_wJ=$))B3PX5_%crv~)dNOnY88x{fyH?*`wx%d4u7LK@MJvHjK39rUz
z#r&0IfWXExEz7>J$d18l=;|+gD;onjoCy$>WrC}wY<c8!mkcQv8jzqFP%NKi-Ebt~
z%|Q2weu5%t?fw)EsFOP&BesM1K_w!4t1ONm12sAi2jv-et|T|@F+C}#c^sEfZlrp|
zNTkq}=^=GjL|Yy+)MKv2uYGb(@7`$}D$B(zYKLTJm3(4=4Vs;=M4`Yd{^*yKR%^^s
zdu?gaww(mR1{nt|)=NX=hhp#pny#*wtlcCAA#!xVL!Dt~B$*q>(<ITiy9{M+{GL}1
z*L`$~>95o#9;5|DC`3r<cI8%9NR&@Gm79p{!^eC^dWYK5Q#;$CzQW)EJ9S&P$8t<>
z1b>k@qnJ593*}y;FHDg#R&JmRmFHDdqqWNuKpWUhC7#MizM!m$2vVQKCcsMn9$Fz?
zrtp$+ro<<sJ+-$0njFz-F&otcd7+~YM%sZP0A1eErf3jbfzp$$Oz}_}tQ#sl&r`LG
zL;FNZLBaVAN%93U*HujKVuS?`ko>g*WxY*LcEbJI*m397e*DM!>*a__V)vUPpEo%{
zf*wKDdz%dd)n|R3_f66q6K++B7VTCeBO}q59`n@}!g19+o>_|bM)F^DS-DTWp%oH)
z7@s@OQMZBmsk}>l7k{!}S&S>z#mi#aDK%@28lGFGCzbVy7(!0ifCaEIcQ9?ZJCvn~
zN6Isbi<&VH&ADeI-F-h>I(C<v*kYonc0Jj`<7_!IlzCaQz;^jC8nqi?s&x4}Bgc~C
zVIJCC_GN!zsUdf04S4YZY2{_J#|a+Cdx`Oar(9GSOj`77M3@=a1x7ZT9}gx8_-du)
z%YCA->n+sV9Cs#Ou%<w-xVR3^^Ev&1O*!KV%Bkq9oTkaE<F0Zp!}1U1KC12ef;{Xh
zro!TwsxTr-BFPk3yQ<UoZoDoiwO|GVWGwpCB0q~h^n2}?I_Pf>oO<dT5`|703c^+t
zcwdFv)Qv85L6OKT1rT7)%pvpL`*6+_q3JDEV@I`<F7#or0=-!95;Mxq|1GQsnC)RQ
z^O;xpQye8ej|-a(mzJOzpcn7(fOBeEp1lIxP_T4j>=y#ARN;zuj@7}QP4^TZy{7X>
zy)I!M>$9_u<(W4yp#or{iNCuI=&WV?ye5XDq@|<t%IMfoOtgo^PkjU79TrB*lqr&m
z&H4JP94;al&jaV;$xs4o>khFHhp?O~zF?2gxb%yt<6Raun{m?1ahK0pPpSnaFmvvS
z52p*JQTVW<)x9o7BhBzKyb!XyNV6$iTY4+i6Z&P?Q!^Z^7dF^bIxWI!AV(x^-LSi>
z>J(hRK<xkGQ5IeHX|_Re$RhpmNGX~b5<?`j%*H@c)?ohDis$(}ejD?wYCvh)LAlxo
za+QT$?9Y?40B*DPFqZ&sY~Ke>>&xj6_H*Bge<JkZ)+^gH99-3s(4+LDG8TH^Dwz9m
zLEo3MvZwhGkO+d=bSf$}-d!pfHC`7L#4PjK*?D*Bvsb1oY9ckSLw<ffd^wt(?%qt*
zPJ=7RcP?mT2XkjuK=L&S+=qq&zleL9Ut;OOy0=Ct-uHb-jHpnJ$6<NRJzk`Zl`Kz~
z7&PGbzIU2ZcThr!h3+5q*zZDi5#rI@x2?G(jQ8hihlQ>gg`S~lXy{16m@GDVw$?Te
zK40t33w|s=8lw#{>!M8cTV+r<$$V4r#xEFI{4P_ft1Qn$rQt~4C%QnhPV<YAtca0A
zM<#zx4Rv*_*Pb(#W`2nG+oFi^ML+cefO?IkclBqbDJYtDT^in$DghtyLO0php1Js2
zeBGC~$m=qYi-2y)^Wu;#&0ror+n&ikB8a8_@?I4!K(fXOULdZ{$y}go70HD@{^=5C
z2`O~Lz9fw(lJ$RQF)%U^^ciZum%lL9d^5m&waRd@bNm$7>sLV=x&ED?jjX)f+!QQQ
zMrJ0a4is!$k5O2DGS*Ny*f~Ojg#C!)_;>Iv78Usy_7>0xR^P*h{oYuE!t&erjq}rX
z3EjAFlwOJS3{bH53}g}Bo09A5y<OB;P!1G+)ER+LG6P9D-u4SS+?&|0=+-U9relPI
zN5Y^Gc?|>m|7qf;wuKw-H?R1Be*s#!4e-tc(|vsMn_3)R!vQoqyf-4Po38g-`OGkX
zU1c8#wvYdw{2Dk7&MORJ2ATxrpFYjtbKE}Js51Cn9wDD$!fS_QC-ti{jk}=nUhZfC
zz)+<7`ashB{QLpfBCYB-J=CI(5Rttzw#%^>w|BBf-Fidd+zYvtRDY!SY8d}G&Ev7k
zu}V6>^L|@vo$2pij$1aIA)N6pt-R6qa!Jc;K-H@zmaaChkuGMV;xd>8(B!e!7hk9W
z+$SwMVERq>e4;FEb3}3Cb24{Ib}D!Eb$xVRr<Z=c#PFItFJVKmBu~RGLja)3-3yxb
zfXq}`a9hpQxPsQfU@-dcsA7sGRj<&h(5*12zzb;gQ0cd?_Gr`w=jD6Y=Xf;M$6T-G
z?>{`eG=aPH@>-s)wqAsq7#3RVtbf-~G#}g&mD15N>-oC)+%*04rnH^4{598L+WG55
z{C@Pj<A&uJXXu$L8g#>N**BNk10%@<-Hum#M~8PLLw_?mU#aQi?o{sJ>^kg@?ZSg}
z*c2BP)`rp!aSjC9?NUS63S&3Gu3#HD_mViej~nyxI_ipa!@_tjHy5^E6C1-B%`QjF
zYyEG9pZ{hKyn9M9&bP;hz)#B0$uG}eCE(nzQro=w@-kXAop|dlv#yNYa6Ln9c{)zU
zfypN*jr5>9)fM8unM}#>Bj0);L(n}zE4_YgYj)@5<<X-4boTM-vr9M6wX4&eT4nH;
zRzDrU@VN$!_x0Icz4O6>_J6x}YeJ;_+ynOK{6_rv(CUF+x-RHX&(8}E*{=nXKN<!+
zZ~nwiUTeRhknSYyKTLZi*IRTmM=lHm{BAIns`;oDjh1LI4bLBQ><J{qG^KHOfe`!M
zN^W+PUBPZ-cD;GWtpbNJIL%wDm+ys1ixz*!MW98kZmaIVgVg#}Dn=_o+CreZ3%3#v
zP>P^px<KuIc*cdF<Au7b7ojP5S!V50mCUhshrxQGLHZHoaH)NJRr|K~KHYD)69iMU
zO5ktW<O>YPTYFWQ)SV9v4Qb>Zdzi=efu>~3J(MqvZ-oCF^@}f>>^yeZZJ=$EUc0`&
zc6WEjXVJUa$rsoY%oyyRWLOIZCDnWFdu#oM3i^d`TjTi?W|KSj6UKILjED0SGu9u~
zs5XtqvZnre+`fU&KBhD^_%&B~rzY~qT9ELX>X)tdp@hx%K$;==H6Jj=jq1}@>}vXT
z$@)?vkH~$w-u${!S_s+46R~A1zb=^oE2=N>T{z{hE2R#b-*9TU`<rR{r@23R?GJT-
zVvc_X^G_4?&)oe<rTfFGeqzIaIP*`_<c}cwA-;Y7$laf&$saZ2kDBqL2mYuTKTVCF
z_~#!r<Byv0LxTLgBlkzm_-UH_Q8RuFl0Rz3&(q|On(;%({@Km=qh|b3GoTy8f3&JU
zTGbDM`LnqAqgDMc)2be*T&8eaFF@^#M=RX`@7vSrVFu#TpNju!48Cr`Lr^bM_-4U`
zLZveR4K7C~Tchsh`+Elm2YY+E(C_sJO|#R}yspQq+;?|6$cs)P>yc?fo_yYGZ2_oI
zTV5m7LONgXOfKw|I!vap1`RiTMbdxE|1))edihkjNWp2eDtNUwHv3q0zjD7hz3*VI
z7PR>}>#L>F>-K7Iw)$YP8Gzr<&TY{z+;H@3gVJF&zEqK3+IPd&WOHnvJ+4R2u?`v}
zM0>5izWy>)qeQ3HcBM;Z4GNNRKiyWdD&E+?3PdMYXBsyBjR^+nmF`zdrdwlEOmf=J
zVl8}nlP6F7hJ3t%P|GpYUu+$nE<Qup8+^RhKM4dhL%~XZchQeO^g~gMvCH0<Yi}K^
z1#E>FvVLna6!#e~9Q|h9RH^WWx(Pt5v(V(pAJ0G8Hd%bkBEM!bl*;S8KL^E+HbGr&
z$f1Cy;o8;OV;x37l|W>|hMVgHW24I7Sx!IFM`@;+r#Ut9xt7FjoW@_DALLmB>YbP-
z+w6G-G&-8;<Do|WNBK8UuRGTbk6Ytm|8pJ2;kPRNpcYx*OT`S0{j%R#QT0RN3N`a|
z^Yrr!@{IG$fRh?$XJ;dI&~oRmdGc>Mg0UA#iUh`EgfsAm?5PFI1baQby@eO$e1=Dv
z38T9;?VLS}@BJ1b03C(Ezeb^6nuqSg#fGNxii+6KWmkUzN&&$e@1pj6kH*$=<^-sj
zehnm`m9C%OtvNElZdxpG_VRb8bS4z&0C7t5O^ZlNP9y%}nj?UoSH!T^?cr%OI;_%<
zJsvxOJ!M}e@OA{0rg{!7bofDHUb~4=)bIM&4PL$Jo27qr!Qr@a-!VtPy5MFj{#dO)
z@*9Cz%2qWz9wct`UwWzUC;hG`-%0AP?KtcfH83~r$L85t>pc`6+F_7nP5?sf(lhof
zp4bDRwIV~%U?0zKhpCc&Y>`IC(CL9dlHJ+vG!#{lc9U4$hdlr_(vF>u9XE8u0FIIr
zi}llu(<4p%f7hTHcx5Qmpn@w}AfCV2eV$I(i%$6FUVp(_%GZpt>%Hs0gFS5GNI@YF
zLt4={h5S%BMtWDeev{ccL(0bW?{d&Xb1W2f?43sRy<MPNY|!+gNdy8(RqY|7KWT?Q
za}75HE?1A+K<fEx;LRj8;0%ELYXpu+MGHWB8O;21-k&(m&+P8k!sp+4*!!-JH*7p^
z67?^zQr`ejU$IiWY&^U_{Mx@_mHvZYJI}x2*UrWDFQgO)55><wDU|;%Q0gmCOPPY@
z_dqF%pMg>+LP99^4t7Q_EKyuw_omELXw)zQmTV3DF_oe)F{TY;#l_|z5Oh$m(9^E)
zM+8X)<}__X=wkAt@!X37wL0tLg#k=#r9CYW!8_!F_40{FTxXHQ*M?~7`?F8GE8@7p
z4BLt(XVWB%={ppG>M(xKm)|cdj>*c(0*S9Zs4R4voct>=5b`t;UsocL*zHhIvaqlK
zi;5a*t63hDyL($-m<*Xehhqz)dL$wR=5?Of-rj!8eqB%ol+>(!uC2Y2=pAhPOj9P#
z@YGL4CP?`S^qG*SlarIpNz+iD<5~A>r>Obn+XMz?ZZ59Xc1%qzj2upph-WU`0W?fc
zZ2T)o8mp?RDk?zp15VD)&EzliHr`b4?O9s!b}LhuYtl-szup&#wnIUnqzN=ZQr;Jn
zgi1+r5)u+JGBQ%q+sADUL&(-_uy;{0>=+*B%j&+58d*Kt5+7IYL9`vm8oqgIlX`*R
zWoKvS=H}+)<mBZAUZDVGPG0f~38A54gh*+ue%L3FexXx|qY%xF>`+O-485Q|P*PF?
z1bSbIfI{$HqhJ_eqp9p1=n*ZRL~Nttj+^`VVhlOfJ?;R52CS^Dy<N*M%imgAS(WzO
z(HIepNT9;ytYI0`3z5O%p|m&+5aSKPGnXdnq`;zt;<j%2Di)2;uBj6i*HeOgq<mFz
z0wPqDh;$alUb{`C9P{c+;EMMuiRaYg#y3UPnfizdz+u0if?RN;W*poJjP%8e%VCK>
zP0OF<>MXVE!{`x-@`>?lB2=Lb%<84Q*IJ3=J+uo<zvKxL@etN}#xB|ucGDBXibYwu
zN<gU<6+`W4WMrtE!_QIUM$elWVCoKkAcQ1EPvtK_Kja{mt1>vnN{Z<ZXNE61jvJ+*
zn{R`g`N6P0=fd3>VXc~0Oj{O;Ls1FO<pR5Ty>iZevikUb=Hu5NVk1Z>P$)$y<e4y|
z<1G0xW(ZiZ=<;(!4?kIBgka1QD8WdeL=6<0N1;j4qxcxQu)p06a^SEXMFWW-DTr`L
zHIMoj9;)Y==sAiMkotbw+7yk-h(L+3QsFzUMX>$kM+_g7Bpr>Hy<Q@^O@UFy9>+KP
zLd!pb%JFltnrV;4Fyjdx4Y5CS!0XS?`jYoqYVzNVT+_y;IvK8&6w>ZJq~LV-almt%
z;YGTwEr<#thIb^MUnKACSrkId{K!x7a-uWAH{;!jsJh>5sCu7ysl;sm2#BIb1Z!L=
zdp~4bAS8SGK2>Xl9L*#6_svA*Ss70Pu*%R!rr*F~RyclfY89!{m>81Zy2NZ7f!%`8
z=1hlE+*(mTMlX@Bb$pt*=v1gGeDq$VT<nTM0t2t^@e#wv?Eqe;O*)B%OD&NZOU<14
z=1=3z2`0;v;L}C8TZBQi?n`@c#T_j1a>+UR(vA*b$ecEr>Qb|~RNWPYvZWW1P8*l(
z?Fl1zH=uTbwTphrcg(n(YM0GDTv=WFLCo{C>aJA&%X;Mevmn#8)Zo;$=Qo!ikP%g7
z4sKLsLuo%&^Dux-6jk)?OH8K$I>wkwURPGR{ZdiS!xzUZ>)WM%k0&eehVThB4fUga
z-lqC^!)RU0N&bQXbAIKjUs)|HD-Y+t7%<nb4i<s()NhROf9zn9AIMY`7BM3yGXo<@
zyBDtiV9nn#tp7>IOYslJJ5mM<LvgRY6hdyyMCZcUS@e7)C~570vDrEob&+o9@ly!g
zt#UIa=Rg$R@dn{l_=gv7Dx-vlKUs_2XU`6}aed=OZJtQUv^vawLafw&&y3PL{rzGP
zk+Br&CFtI*#MtAfT0I#io7|ai2uDQ00#E->Eb8V?J8ELM<H9e<{Ec>B$;`&h`h&{s
z-)S!(K*1tsWM$%D3dIR?{2Nr}<YfPsoMmHW{TYA!KSO1)r>bH`2G)i~KhYR61=)u|
zdtzw)(g?;7=IaHSg?S1C_pj^D9k@I2i16@t?!ezgK!is`MnXnLMnXbDK}EZVf^r`P
z3F#ijz58hB=osk8_b{<A(XpUubVv&fDiX{n+(TGcOc+Q93^@!8ECTGe>)T79|6rlz
zA|T#HLPkM_K2U`L0|yIz7yKOr1bBGpT~FwJ7<fzsEK1fVh}cRm?o!#}u=zy4N1_%j
zYsFRmd`QFo(#{td1rMKqkcjpH9sR>c9GqO-JiL5Q#l$5frKDw4RMpfqG@ol37#bOy
zn3|c}J2*NyySTdf`3JlS3<?g3iH(a-c$=7%oSBuKlbiP;zo5LLvg%`XO>JFUdq-zi
zcTaEM$mrPk#N^cU%+m78>e~9o=GOMnG3ey<?EK>L3NizO1PcoTBMbxf-pmZ4|MU01
zxd-y8!&ASYG;vJ#?IYQq6ezcSjzRihwiz&l0FdW1)@?--idWZm4*C)T6d^2(dfv+l
ztD0Q>Al@dlrpxxEsF&Jw2<gL?$b*u01I9&1>3pM6lQ5&Gm96Ld0m$$wk6hllBEc9J
zHTr+34<S**6GeM8z!f9srS_omt$3Y2QW#j36mQeJpZ!wJjHBOwhw!E#v}J3ID3D-B
zToDJI5(dsfixh8NDH?i1;}dh7Vb@~3(Xauduq#r57>11*bht!QnFyea1j^LB-S3hI
z0MO^7Gnfh*>Szb_V+n5xnYGQRXxNgABp&wVL?D=o=MK~Ny%!E(vp~*ViwntAji~fX
ze>A5aBYUoz?C{Y}jIB>xh59Z|oRT=sk3U`J0Apq=15v)@^Fr^tqBACGr6$%o8bKEc
zt(MG&BCLKow%ZmaGS%3_MA2iDpZJ9RsWKEna{8%m8nG7@vf706YBsPyApvZaSqZ}^
zX1>YV3-UJVXRL4K{Py$;3vUE``5!n2nUKYUxPwppUf5FYwIJ5SJeDftDm#dl%m;cM
z3j1e`#iLU2mOx;1FRV$_i?%R^1R2(cF*hUghPE|eh*o@Wrl2?5l9d+~LNs`R@)I}I
zxK%!J6hjPc*2VtLw0Dc$0(}Mel0$P>hb-pr`Z7`kXo)FxyA65Y+Y*aDHvTZ@Le;gT
zm{6Dun)hyD6Dd0C?k)wAjaAmZS~W7F#!a)nBTJ#Qqu05lh*-7X?E(hmxZ_s)SMKn1
zrxu_$3d!G<ik2xEm`uLNYsV|?I=~<gaFM@(Bh-~Ncs{12Zu!M5m7ZiW-^HSJWD&<W
z?8~)A#TFQ;yeeF-@7?vphtC|2mkNC$*2ren<{qWl$sl2@3*>hiG4vN#8bRAy4hb>k
z<<Wi;@s=Ay!4bJlZx17VUNnD{Fm3HQ`Ec|6@I<TSfJC$91enTcDY*B*fgy~jC)n<b
zMyU&bd#@M1ou3vN^WlIKMuO^{kRyh;X-cwFy?^kUyGpv<{;#=9H^ww3&Vrh!UawqO
ztN}@2Sd6;!ft-T!4hv)un8=!@sx$OJOohnN3yY26AQ9Aj+Z{c=MVHAZ@3n|S6TA2)
zC&5USk&2ZO>d$zFIX7d>pXs$7`l1s6lf0<6U=0(*_0Ty%^KCd$e(IG6r$@III}n&R
z2+9Og5p9ii$L{Vya*~A9xFE$2MKnZ^aX8OTr^l$X)hC5MiN_Y>USzMWGKY)Zt3#9|
zqFlg4mkes;TYKPB_vUsC*s$eB;x4y=1g`8X1Gpy7+M~fS`^O-3fYxRuAP9Y(s+W#z
zy|F^JsbbPn^y7#WkoxE#K%Iq6b7f_w!CR_q@G6VtNMm9Fzcgf2?zw1Kz@Teh*o}%{
z_E1m<?3SJdeuP#0kP*+-=qWmZ;2Z+sv8|qkyKow{aPhOucnK-o&2)^<;d=x6B@!0f
zX)N*|KcAe&N5SE9uIoKK>Ykoo2{^p_9>^No&220ymPdG6Qr*5F_;ye{Mge)>Vxh>2
zscM!?gi*c8`@&~w$$~K=xYIQ~kgR_d-W%7m><cdzF+uR19EYos*=-DIGFTp9^o{4z
ziZw?$m8~9gS>gsv#G9t53-basHU^VrKKhTZ(8iC853bg)#`*psP)Nm{$*`bwobt+S
zY8icR=I{&#+Kug9ZnOi{G4Wxif`!A1fhEV@4&$Fq`R<SCO2}D;U1^Lb;}*7OWAyud
zY_h%xgusy7-CA_Np1T059Wp1F)CPwfC0~(0tJP(Zhat^IS@+;yW*6KF&+zrMu<oj}
zThQcqXSl+7EL3H#UmGoTpnCEb;Q@h`A3vj4ITF38vn*+2|6*KZj?r1PHP8+p4~)Oj
z&8$kB^Jhl1uwOckZwPartar%+Ke>B5b4jiSZNM1>#;tL2DMPFzaG6!u$U4X4y;t{;
zm-`skIXZU!eZA8|kZzPb&Z`aFy(YR!*?Gp^YC21g4z*XORxYrGTL&n*ovyizPu|E(
zCb=B6#SR_I5@87zZrnZ<ud9kK4`bcaWTuhxOMV^WHln05Te5}YKKXg^KF7FIc;94>
z%M1i&SN%Rwsz=o^Uacq1ITlt2Nat+Xbx^OY#wAA?-R&xJ>0`l2fy7{R$lOKn%kmix
zA9szxIuC8m$IW{h6G8-uojDA5!k8rSgSZwFbuZ{}H9C`3-O@t)LXfFBj}yvr1#@;D
z>UfOrHQ$$j3z@!%gusvuo&e(xnkTs@@<0E~oJF=7Y7ZlCyxLE3p}i826@F6FzCvtq
zM{DGyIzDuF$bC}qHayF_OpDJeI-9XT!`NOgfT^)T%Oa>Oys>Zv7}R`p$vrk1rzK{T
zra>z2$#i%wJ&h&PKU3s#{meAeH0}g<O^9eLCsIjSx@-H&iIylK(wEI?vOk@BWUy*3
z&k9lAhU*SKlHkrZ1O_@fj#isxT91lXv~{iSl1x7NQtWD#g&}o0Op;u@QVeTFWws)>
zk<Q?I=$WN$j*@L~U$1jH;}V|y++x*J11vmyyM6Bc#uKZKJZSM~dvSlVcP8*^<7ymp
zOe4<)PeOajcAH`QIx<77-`lQ9?ntcJWX#ZL1+g9-@nT@Q(zYSh(_-<}X&SfYYsRqb
z=!Md%420*4SprDe88U~~*e;JOu&EhM?#wiFo?MFM3g&ToF(Gb?K*g{cgNxJdy~N?Q
zXOg*t@coTa>rE*aW*C~!R;tLcX<nfEYys#2SjOJP%K210j==Xqgi;F*FB`qPw$T!&
z!FwK!Rxsmlgc|{hrjkTL-qS#;2}g;Fape0xb&byL$*FERuY-GN!ZZ>tR@&?7%#?VB
zEVP$)AJCzQn|eq>$FuR3MxXQIPRfqzKXkx%j<|C!vS8sCS0UHb(siaBMn=$Gk2V4A
z<=GVXd>knW^kSR9Zu}(SM&UGT({%Q_m~~DzvZkt&lK2n3j@b#u!~Fo(o2To?fMQ!A
z(lT!D=<wS0roO{BVU(j$@vXBu-k}X#=jBbjxSeKTWEW=KqeadGFxjX;J<G%9dOgY`
zZn3G6p8OpE|5Ng}E>I4Z4<?7ebjLto>U97ePO}WrI^6zMA1fO~0CzY~_UfVY_caNY
zdM&Xaa<L=R63?LZMU~T*obWU-niFsVfw4X>oCg!0$ZUF1dv_Ol*8}Lx$#*h#RO1YN
z^s2rPbI0uCb=v|Iw-uNwmGiEvjt)Xi(A^*2ZM1u)+k3}I8?oM!yt7*URdWLm+37wQ
z`{+|0YbX1L(COw(SBgc!*50FcG+~oNd=b$IC7FF+V3Q9jL*;4OQqD|pi#gLH%gV|d
zDmqx7OLFgjJl)fKd${gMLC<NjtX3gdUrJiIn)U=m;mg&8r##$#w74hfVc+NKt_z^_
z(OO$~Uin5^6^J%#fBXpq#=PnMCkV{yeFzLJF#X2jVFXx|pJ?$AKS)kRlDL_$(><cl
z0I&EZ%`;@GG6C)!&b0RXHH1aN!FTZX1q;{s4^9V93mkrESK>I&_(JvtXrYX?^j6%{
z(F_7Z!3rHxWh=g3v)qD%uK9Ei>a5YR&uVH9052}A!6FctL!!&`?wz``CkHAnccj^M
zCDvR9Jy~rFy0gr-kzoRW^kYpFPd6SjGH?ob!o2Wh_|(9@5>%3Au)tdg=B$vHXkAkq
z68DJqG`2j&VvS603O&4w_jF4~vIE!zfeCj}tLlGZM?hi^kns>YLW(x<mE7^^1-gG6
zS+1Mqdu=~t5qY%N9Q}f7<sC4r>N{Z<gb2M692PN_oU2~l8EH~)DoY%Kz)<d}Y+ccI
zb_Btj#BKp3UC`T&$7n`!S$A~NBRGThijomtq`quY8RK5mmC{H}F1X_CD>-0X*;18H
z-CT5-bX?*o>73KNA2vBjq+MsaGAOWj0N}n@zY%w*eA>g=+PNJ1!AmU)?8xBqaW{-m
zapO7m4!ceb^D0QM^Ke5GbC9UQ%W)4(Q>v>X&*(=3G{0o%NWOP=&bG`B6>J2ra_<t~
zci`g+7VOv*sF)mSDmYXK<Jb|85${5<ZN@y!essievfRKe6+1A7+dKm-JQ2RU<K5z&
z<FT_c#6l}{+GSejr=^pH*md92>`S;2%U)K%EHCbM!WCawU*Uls^^qW#I0Z14<(F)`
z>aZx}ZB&eV$W{61Gk??f&S87N#2d3my{^n?u0TGh(v^HCpe`&!>uR!n@`yRMvSw)J
zh=rghcJU(;FX!R~B0bacbAs2la!260Os)uCK4{qQx5vE<q#Lnn;&bmdY)f|9+&U7@
zZH<Q50V*@w&j4n`&s+H|Hmq@4N!&u&Rt_}sFNlumi(we~H1Ln`)@Yq)p6uu$Q+6cb
z&R(cIcV|c(y16$wy>RbHu;HvMn1-;s_~nhnSn*nA9CbweQ9|w#FcAV%rMGrCv`;_t
zcmToOxGHaE+o{EnBm~6kao=<VkJ3WDyY0#{`rfrm;Z<M|qeG#wRML|>RUV+_VeH16
zlK02#nnL8JIduST0=h=`vy7!%zN>K?e5XeZi|Bjv#|5m~SHk|UPR_7+ltM<1(1VyN
zuj$@AgrP79xm4+xdEZbQ?Pv0!W<;7JNvQJOm-V_ubn`(2TVlj+&QtC;0&14-=23$b
zyaemT<_pB5ry@f>(wtq*?fv!-M8h;>b1sy-6{sXpSk)aDv9!z*B5{~u?~rH==+RH=
zftQ~)Q**|?lR}tbJp~qWXkWaQn$a<_^tfF~N|3FU65JX1+$SC7K3RH!-61iwOlz`2
z)ztCnM%=>oWllEX?2aDck;E0De?0-wrOe^Fy3nceKQwLz6~zXw5eC0clbMn$57j4o
zL1?TyI(UU%lQ9*ssS~t%6*Z50iqK_F+*t@@5vt=zR>-Ob%!x*I6%6SFCdG3u%66Bg
zfDsILwI^4{2!mhRALzJ~#F$k%4XqWgYTS*o7&$p0?6<aFa}6XoEwNUcB-($uR&Jpp
zeI%D)yN4dqH*q@IOp`EZJ78z8qCN1LN8dK&#1p+sgUIaz7KTujh1OB_<PnY;^2$WR
zkh>pEPVWZixTzjxtb);_sZKWmVa#<ToE|qfC@aJ?6z+bG?~TDs1J4);Dxp?BVj7%&
z)nntilaSyXA8Zh-{_22idOU6gcS}n+JhxI!g|g+mWP&^h0>i?hdf-J>PYv%q(J-rd
zB;I-SEni52dUWuE%*+rsUQr~@aWg&2nsTFAN`iBs%xDwkAW?uT`m%+Cha|Dr#o)`u
z8?pFtU+JsKl<fuDnnvRRf4>8rxEPKwX-?z5FRfHHf()N6J#-nl7M^)6RCR98#On17
zDcEb?EwPa3I^8qWQ123C7~^OrottT+1}Q3PwNBnBG3V6V$7Z;Fq4C_6m;71Z632NL
ztpFm<g+>^jhzapdY;WW!<M^`6KPrnoHlidhAl2STX)GuYJLUYYOi-RH#KwvA{zE50
zdA2xK()$83E4A<XHfpn(yYq7mKa2D5qrJ(-?hy_eAxu4ekVTW88v`9AaaepR9VL83
z-ZM1dqg+CrQ;s(29cgi4cehb#x?)<K!(Bci(E+z)%b(Wh|E%KA(&bP3|E(SXK&F4S
z%lvik`0Fk+Cnwua+swbR=5qZz*4+Pi^2HBp0>%FtYr;RxxO2}{aGdbEULX+FJx><L
zix&^_CD72x40;(?lS$Q=nREaV%q5o08j>5Y-8o;r1kl8<s;-UMGkc9Qrt_`+23-LQ
zw+OG`{uee!B)O$p4sv`Bv^aD9{!3JgbcVN?(*}7xqz(vNr2Y#GTMmD9RTmAWou7Yo
zevW>RgUFBUFQa`F)hAO9#H;K2EpYxEUB<_|M1D^P)h(vJ=VOD{DqjEejBb8jab7sC
zes)jcV@f-<!QPq6hP=!7H%21xJ+Z3pmUxpww*@Ynn+L{nztPIt3(nt4njT64{bl3#
zAwzZW6=3%?w)1ePQQ0RKw)5UQJDloBs<j7&%F5yk`~}l|cMc~j8w%Rk$ffIklM=pv
zUfb+h)_}e5(>gJ=I#AmgFI)H)YE=gQc=yC43s6t%IiK+C!}CufkaL?1k1tjc3IhYs
zpKF~!6J3^(e_;<c8(X@HQzpFtx=9&nB$jAkP;@=<eyjTRK<!#pA@TV>G-9Wv;PJnz
z`^wUCp}E?2@A&v~%V~r9{2UnX?49jlYWULWXk>gAolMZR4)j*?F9^knp8m#GtR%V>
zKwCF8g~W`DuNmv?G-Zx%i7ZW^zQGFwUNK?OYn(p)Ui<=TgX`(?^qF5cL;psugg1&a
zM8y7N;Bv8KVcPA??tFeB5dHc)i9Q+lpt~P90rmyz-1nAmPBaUz?bjBCY|puq4Msuu
zz{OdwrfV<AXlv{HziXrU<;y7edLDoF+*(H~(X6^oIPFZaM%!Q%wUB#X*!9v1@@4bl
zqT<Kn7n}N!`9fiC>k_7+%0O>qXLsWlr|W)sz(sF?UBm0pA5Vggmb%Y@8G;Q}A9?t}
zi%WVs_2bCr3wc=zA0cP|>O7B2j}x<l!HPiQw{O9UHQX7Emo_$Yy=TpT)43bY+nZPD
zqO`t(c1}>pA0qf|IDSAvau)Bs_brWtiLoE`RMYPp^;F^g>oX1iIvKzp`cMyL(UWgI
z{|K&4SBdTEx3nm{KmRJm#9y!zT-c=&`lP?k1E7R!Beg@a_y%I}33+X!5jXHx8UuC-
zjn|*^TeU^RMQRvijQ>gpy|xJ?X(ReJ!rxI*%;D0qe@jz{iPStrdvX8UXnh8)VMq+&
zw=@RyA<Do~#6QjWLybR!3WMU$+<>x$Kb#7xef(j#P+9XwZhRGtf2256nfarPK<C5%
zp*oca<(wkmz?1LlX03nmhx*Nu5h=9S==!nB*450(!=<$O;3PlRxenO;*?gF>Xu;#t
z{qv=x4TU<vZ>pfkyK1<MNc8$8FBc2TBX56qw-={fx59v?Sz#W&{p{KAODi`98xMz4
z$o}}~V2VX3`yN2Zmb*K5gGCo&aNW7T(CydWPW|`NrL1MCwYza1UvYm?Qx~ewdtE7C
zirDY|wO*KUJw3Y(yuFS5QQ=$kgT<y9SBHa{PUzyL@Mz_{=5BJ9ipg8xoLgxl==gLW
z>gw@B6}NT<G|#z~yI%M8)v_B5lDE%uLj#1d*4Mc04XvMzrZuMvdoO)ojtb(rfIT+0
z&f4oICll5mNT!509SEx}T$UZTs=Hs^^sVhwL#F23ZZ3{K{#Y~|trQOm@6Txhk}}B1
z$%r=jZ}%o!>zdIgNYYYuHJ{hJ8LXV8L64IAdl4Inu)omQXuGn#wura>pj*L<YfpGd
z$nnZy!(y#{FTeH@6@PL9c;hwxcVDs`UdNwSh4!P`tL!bkmw;5G&*jxE?R%_}nJEsY
zrU4pC8<xK}02!_y9}j<MP@zgP*$?88(*VlLa}>5i=L+oZ%F8v`7;;+R{a3$>(Dm3?
zjH+N8%v*Uwj7s-2+-7cj1RwK^5fNHMD$2QiUjn~r>2Ps>mCflevS+=x1lHT{`tq!T
zQ{eAcK7?zBuA=p`u3fLYtuj2;_dPbrOz)wg{oUM<mM{8QDSLqWd8YHNrY100q2c>b
zqL6qux^DH+8{BYvTDV5HxBvHYn#M;V10q@7Tz$PNe2w~T)j@$l{VBZid#8U}-~9FS
zUpoLusYo}(I?mZ$zuIv58@&mQ3di#U*Y~TVM!El;qelNL`23IEmjA0zeUD*8|6f7%
zZS4?qKT!@fLqALgl=t3_N=_Ssx3YFeydB0Yv00RqloXU=b)5q9Xy-z58{HKSVd}!4
ztMHx`+a9(?-joZ+v)nv_8ursAj|;fH(VB(=k_8NA8h{-{98Qcau$`_qSr(W|BYu9#
zTMqJKGedy_#!Weg!a;kvnpsYS=Rof=ZSBPIxQBz9HNG=AjA|}G(xZe%3p1RM9DBe6
zmlREW`(D2;3xB6M>D<qXlJrjy>w#!4zS@LYmpw37ljBY3N2zx0M7=CLr^UlqE^P#s
z8LzT<PJwX^y30w{#!<+~<XXqmxn`O%<|y=;IS~@!K8W@5<Q)}LUyzaDfZI(>>HBQC
zqLLFesG)C?dg*A!&7qK#hpj=IreF8KKa1o3a=Y@|l=!+`$;J9(@^G{L0u;;r6)6k#
z36U^+<zQs@5C4y!AgV5~IT{w$B%C<6Le0xoWW{vjd|vL1qROU}=ArP~ZvyqNVFTcm
zXvMeGZ@h-81e4|mUr9fSo>(Eg78(*fpQ_D4m{<O^$|0WBGb?hyvPI`6nXHcQ;L$X4
z(jB5PrK--;$xsqesu<gr!3;<VCB7=pqp9izg8a~xv?TQqQ}`rr?~|T4b|!#Byl9UM
zWP>}d6V^$Cg;`A{mn~;kkIHEarJnV-29s-z5G*XM)tp!_i27>0{NSYS_a6O5jq{TI
zo@LX}o2N8K;t@-T7MLG2<K;UaaH*v<n^ZSf-A@H6uh4#^s^lJP&IVrHGsw#c7oxMy
zy4R($nR&7r-@*Qc*UNU4)(woWUWmA9McE_!`iqWq4%I2XYIKLbJ|BIUjMgY@)4l9o
z5w7JeP{LL9QvzbOd@f1Z39o^XSMyP2Y;Tm8>E$K0T(^1x6f)yz)3Rmwx`$h0LvdLW
z79@(5vkdd1ohYM?u$C+(Ivo|>h;h@K#?^%e>)cbOtCQ$bfNQH;PBueCsY9%{erP_J
zo@C$KC(<fA{=z!0gn0QgEg3}$Uy{tpXAqY^X(^HTu}^KtOB$6dVZa*9(-`I!=QDEt
zkUkmJOh57zha5p=&eZKs<eW7R$LwiauTaYogA+dOWQ{Akt7KL`6-;^0dd9e^u)K3~
zy=)}w(~%<oanE6s-{sZ5``Co^iALAXkb#-_`z5oxe&zthsXHaT^rm+;^k<ieVsT=j
zA$`XSf}e`_$KI`e$B`^uI%JE7y7kG$^mF&z1kDw;)pM*0q{c&<1UTkyCo$}t#5g<b
zAq$mP{F7vjtTonCx3$a{sq{N6iU%0UGNy0kqg1<-l|N3OHxY=-)ES;+-|NStHc{?g
ziTUE?$smGAAG2&mO=cv1g@-Ltj-%+xn%+W;hyWnJCw^ye`c2yvMV2<OgAYf8Jn*HY
zB@^E#V9M?_mA;P7n1XC7f-tq04e8PFedI+hqUl|Bcmk#6_Q|`N$Wf0)d<>qaTR>yR
z0JWAQEBsUz?qE|tBof-rt$P!Tp2NFi@czXoj0ArxEo|+G(<s6~3f>sDFDFD)X5LGh
z?-eZ4L0hH$piP1e!(8F)){DOQ5Denk&l&td8gdV5Rq{@9S+k$zt7$*PMq8cEuzbh&
z6!$gj>kgKueY{TL7bJH?7BX0;qfFUu-e{K%2(LI!E%(o2pZT8l>!>l-x9Rwy4nCz!
zrjH1gkw_bPmYSIgLBq}{_Q7>cIU;0P!I2U2nT+j$FXog)Nu`7#?hU|NO!HCRT8%B^
zL1j|l?l*aHQg$c)0Ch?0GIwOGhCeZx#v$wBc`o&sKf|-voJJQ`Wv0k<B{rbrO!HPs
zW2DQXiH4BDOiLFgl%cBp2c___ofh2|N2;VG@zV>t*DuWvSkLJm37D|@?)g1x#b6$|
zpl;dXB?-e`g7Ki|0o{=tNlOtNs2F`??G}Wc!i(FYX8`<6Ri-rm2ILY*kG}m8+3K(c
z(M6|_YiZ5mp$p&HOk;9pTuv_izNSiXY*?CN4|flaZB_7$6zW|gFTtU-$^;fZM@a)6
z&vuP8x2maV6aX5XS)qYwigh|Ov6)BAzFDB*i5T{n6Cfn({pa@|i^|j_YWT!$YrPiV
zT@jQsbNS(wGEWZnCpc$yL>360TtwB1Wu*=&0MgP}QIC9f+UhVNkyelQnLX;P<dzp`
z&2aXEPhY!yKrAbUBASm{740rGHiR|no!=0&`19{rX@`2lAcgc?|3ZoR#$3O-ps=(4
zI4_->^(Q|3m&?hs7begn&Y!)oGqQ4^VCVUMpt-V<y|tsAfss802lsd1g{Rh54$x=5
z{_>TZLm9Wck)hcOQEL|z?XPMO4+k3sCoiY&SKe)81$8MfNBJx7*VI>Mh-Y@z1}a7l
z6xz_Fm;?ojs*#HW)K$e2S^?4TpHIJkN>k|m?DjzMHTzS0HVW2n)kA@%S^qwYT}X(6
zMcl<fQpMqggVDDKCGFWM*uE=flJ*=FtlzC-lF&?Se^vc!CJAVJzST=r6<YAuj)68w
zl9l4Sr=qGVI|cjqSiGvLoY1Cyd*W+OO~seyMg|VwUM6kH`xx3I-|Gea#zw)x^Sv->
zOCDb6z3+uU@3BI^{i~RtyXjZPJnnzTnD<}lmOq_g|KD}Z<oPa!|C1g<|Fr4-an1bW
zn)$~y^N(xh|23|e-?-{Gx%jhd<~NT0x19RhX^-c-nEOw;X8s4Ky?=`Z|IfsHpLh3r
z)o(}QK<(#BK#fW%B49{Jc+wHW=-+t`d3j^JEH@`m1@-ebJ_GUWL@pFg7WDOng@qN3
zyD!>9riEwAkQm`YTc}F^eEjKx|KCT!4Ls6~3CjxI;i-Gg1>Eqgw-@@skl^Ckv1?cD
zF5M+q-y!WR*1yV%84gJGj19n|rwbaotI^*GQjoP)1g=doFK``!34wdiXmHi%+aW2$
zjeOS=ekpiDPN0NK7LNm)-Se)C4HkpB>qY}G{@FT1B0q^0BTMV;{;-gpZPAsl7imHy
z5a6E0V(Kk_+k+&hC;yUs4lIYXs2^H4*?0k|5Am#(d7U<@meKH`74D*ZNm$s41H|s`
zNR2;lvEVW4LTBQ7>oM6mSp3|}{`_3QWpEa9<9dVNOjbKBg0{L?f6AS>xT$maF}=Qq
zP`|B_e4Vc1+1uo0H^(oRIb1TkfQbw4o_VVyY52BE>1&MHjclD<&sRX}QgM=g2_ftV
z46kB2#YLjGycx&^&qz`vIM$oyKW7cUa-08v+$SEM^87p^lmJ;Mun@9*%G%yr^)8}j
zeczdc=cX2PN(3aW;8%q7zdZs7M!vOH^mfytBbQu{paZOYzTGT=eIS<+?(k+>XMoY8
zWsgBHgjcE_Rki+epmUjqYa+*KMc3fv>s#I973#-HcoFhLfwN26y@w0$np*K}x2nQb
zcf4-}lpEr64+RPrh*dY5KboCV;%7)6*I_=?=c1P3r)FzbIHQtaW9nbgJKWmv1_@l9
z*0{*uzQj|MiBAz4OS;CNbP?~HHH`Ix92?zKv#hLjHJ`){AB`568<W;IpH6xufAToK
zYdU_G6pDC(HFp4Rz|NIQ3D`Y$VZ^qPX!}ruGi5J$#8F)4@hYo}jHvs<B-3RsJnfPc
zGtn@1A46_X2z7W=a);aSLS#*-Mw~vdmwbu}hK!h%AY3^w<P6Xl7FS#Y&+x%vyy#Yh
zsw9Pt7^VVPTyGFpn(|=eF1M#8wY!nP%hc$6$I<Z?(BeEP3kJ9_NPlIyMQzpO(cZOw
zB73|#>q`+it`*B?YsiY;kaKScpgBzV!cW+x_GWV5-CUt%BfW~2zz-Ir%k0_OJMH-(
z^K;HTO&#I8&2_2l`=d|~Laj)tMKyVnLXALK_Lccf{qnWQcMkp;;mQThi8t?#BuS=t
z7fF43VHwTM-d^SdiWH8LvtB)2znca@)E>ij&#{TnRQ*tXdyo-`YBXDeK?V{Y_0*dk
z!&4K*S3*85d{wdK-r7)$=@%1^c~pz7WJl?@j9ZnIph>LZH%ty*A_t?tT{4zfzql6`
z9vU4YP?4b|JRO#yaX+j&s*;6#c^%?nu^P>5%r&`oXfmQ(?zv0#{xS~X&fOTKCem7%
z8hY?%B$)o_R?&dtrQ)C&Uxd{2bdriK&x{rAMm`;1Ly2qBK-7G-=m2hKGp`CI4oRhk
z(BAVq(|N)|(72vUFmMz${!q_0bLY7Xj{Y`DIDwBy-4RUBuGqCZ!VRbwMxGjBg)0|B
zK%i%>CAdWdmdVG`=dK#Ef?PSqcVDY;?@G~rxm=P0em+Wt+(YTGq12?TSG+Mpdz(wt
z;mcof&;h66ibRNXdqfU7g4hvS5y9HD5o|FimSmpjoiY^Mq>j+gzYn%Gj+GU-1!QzX
z&e)E}Z+TL6v~g`_&YNY=%~1Rk80CfrHe*5w=OIE8FD<j#UV7R2Am=<mJ&V?tE#)z`
zMCy8X!-m!y_IUc%Vo*r=3D8pYLEyj(Hg01}t?Qum-BfaN*!&{A-g2;S^)^noDEJv)
ze9FEbvfxq!p}r|swJCp1MW;YPW3BjuxjCey-~x=eQggL>?_)aeWtG7ZTC^aBc{;6I
z7oF2bFj`0na353&s{_KR2%Mbdspb^#xLGp@bA>P-3hVk!(?>?BRB$joMojXu8^3Kh
z2uedh-Ff5z9t2&C3g3?E3@9pw%jo+iQvsCR<Zr3uQy;#b43+2`eq?Vt{R&aD=?JvA
zKxFH_KBM);gKb{Jn!Gs{M}*>`lxandD2tA~!@G1?FnKc>GM|}@a#4&Vo>;Q)ee6}f
zZOg?Ao6!wq_f4gTNP@~wr0e*N%5@(@zRV6X*@5b!vrV~;*!oLGXTE@zW*S!7g|3>A
z`~#W%3zEh*YSb)k=^pKUB8U)wx^Mz%*XD5(tP%I%xsaP0b^g#uulk|w)_Hhk7`!_i
zSDdL{u+3o`e0wxwHpZPb`aIDnm13&LiEutnHoEoWF}Gi1E#~lAKow2D36tdgh?SQV
z+es57<7qmvn>8r!A)v{uca0rKCv=Yohl8%lU^XsV*57-nB*&-^;dHs$iiKF;q)H+Y
z_ofxsvNql}r%QUC(|g&m+^7G7l+-$M(L|)!E##V3)3IRZhpb3-kgRY#wMijxN6w+!
z#Md(WvClo!@+d^r)23zb`+<R{_l0;9q}D9t688P9A0gE*_>W20JRZGS#g7erz1K$N
z9K$%I_y8cd$S+I^w<L0rAeyL^ZA_QM>I3(zpG=gIdtcI0w13Y)d#-vhj|)rcvdE?q
zCg(kt_<JeHG7ET_1#-*+*#?69HZmZW84Q}R%eBkN_e^MJH2a;I)0e#;P7#t;h`o0B
z+CL?=t%S@~#^eHHgW+E?x*k!ZW#CYB8yN5Pm$%q|6iznNbzE!`Q}lbbo`7A4tn_S|
z>r>4<YYt1@Tg7N1(K`<<ww|cmju`GJVyqAQ?A@!V8>1F`Rwc`)(6GGZxQc0AYf?_j
zYlh>L%mRSl)7=tk@Vv2DHmB_QGMIoO7@YVSc{ON1K)(4VDKD72wfqyJ|E#KRCi>0F
z@QF7S!1s9s*$cME^;LVjxDO1z*haWvE4wF+Y8)gjKAtv79AMjsG+1(Q2YM^R+fb~%
zLsVO)oa_+86;rlrd$RJpLIVz9>tcf{e!j%?ib%0-BMX5Z!$?#XvThAtUu?cNxh>_;
zCu8fGxD>3=d`BNGMDC%4F(DnQ_wA(jZTUuX^+WEs$F@@EuEmlK$XSd%2$TrPjRbPZ
zSVN~#82P{x1S&j-yLcivFP4@dw*oo@sTqP&Jkd3iLe!_HVqvAUfHoQy55&)D`>`~3
zY%X2Bn^;oMSLjst+I;%-S<r$@s@JuREa92V!?ta^^h^zQ7}f#X3M<KO{jhh_$;e{F
z#MYRGiN|bhLD3|G962o6uxc%S!cw8$4d!7@3afcIQuHZ3uZbwxt)@Q9N3PP&Z_H3z
zWhQ%?<i82z)$s3i)GN1R9J^mtV7Q$-jaZH^i~zSrEIMRRDvGpND$7)({*hACoU6OD
zbki$)Q6Cj;K(~ZR<hCHW`MSRO8l7du8ggbGA1SJ^_w0+)xHGHAKB@?Uf*cO!d)ca)
zO`~DRAylTFKjP-JfE&!X_KmxjE2%@7M$FmLP>MtugX=?!F#4)3c)IXorK~R!#oS8i
z(#wxzWpgAj9JvBl=Eh@9a52vJiF^e>@Wep>1Q+a;v5l+)q*&WoLFqk^O&V!Mz9)Nb
z^}Z$&ZPC!t`nq(Ml};;UHH}aM<v!X)f^*16RiV2BZ}9XF;1e&gqe_hAdjvlt*Ur<)
z@f!*#y!;a9`<U=G?-NR!9+C(3X86zXd~rhQms{G>-dIt$@6RE{rpX;fwLQjtaGh#w
zKj*3O!i&wQ{>FkD11-+FC!eH^dzuBLyHa{xVH~}|nU-qhox)U(YB#iqvUv}#5baTN
z6A0394_8coJfa*+OV8s`n6p+3X0oS`K45K~`~J4fnObH+AQ^0Rv>;@0W2tS@Aw$G`
zvEe<&>h(t5D-QN}vToPhOs$u}Eh9b+io9!&4h=&xBpB&kO;o1^DiLHPv?DPzBOG=t
z!ibsgr4W%N>5~wdzUNO*&hLez0SYVSrOZpdM%37O?+_%)h-orgCaq;;iBfd!6l^_`
z77bL45JCskvTCCjGzVV}oCX4kHKef0EEl)>6=39agzix2-vMK$5!mNFd@O9CG>;_q
zDjDNu^j16#u+SG$<IIDcB;|urj=7>>rSYKJ_mz)ScGelfb+XVDD!QN=+Zv_YYtfQ6
z+KiHUvlq#{o?sh3rzLb>7@{vCAuo^bR~t1WL_l6>II`U(#(BBq#kgo38b!z(Y#9+}
zKFEvWgR7w3A`D&;Hir{(gr(y~$PvJOi`8G)*w(NJXIv_3;h=sh`S|*g>t^)PNgCur
z;MM$oJ3~{_G}rqY--58m{M>f);R8uYG5FKL$71Fs2(klNcZ8^S%c9ofbw(Lvj^|v#
z%s_!x60mZms1^36u2vFvfN%us7h$rw!46It@caleucb3nTH=B}kju-u%ZH7t0cK}-
zx|-0&mn<5>q34C3#&Me5A!TYt6HMQsCPnwcjZ>P6#+FW1JZ@^IowK+)39SsHKvz@r
z(b*u@WyZ=v&P`%`9<Z5zD*$=09wE7|8MAK>pN>_MfzTXC&loQ`cM<4)aTlIB7WcD&
zWN=P%h(3P8gIY#%&02#|26W!uaes_z1ZDv5e(tFzZXkNf^=aNyivPmiTLeWKHtm`?
zg}b{;1C4v(ZiUlGBi*=r1C6`8ySqD$H14jATjA~whwq!kL`+P?Oq|Wx{Hu3U@h-Bm
zGN1d&JFjw4>0-DiU77PxMXD~7zFp2#J`pAK%wVQXbIPW39<Hno%C&bi&8Rxi;a%bh
zvf3WU{%wh#4DoNV0Qs!qe$GSvL>P#McO-QF8&QLFa(9P>CX=Y?ZW_zIY+v1MU%T!M
zS;FDYTt84gU<;%ZGgXS)K&nx<oEfnC3F9FT+k%V2<Wf^Xlln2F_3$%1sPXYNklicd
zw+c0Xf>!n`Di#`op|#v$;|RRz1a;Lvt5()E2Vw90Y9xd8CHtDM22*K*l8*b&KbOX7
ztBJ#BL44f_w^?8%2{HL9NLKr8IBR!ri6wlj+|SS<(;y*r{nW7jlW_jCxQWLHSN_q2
zU05*yXKc~&RFPJi?B7yD{MwSfs{e>JkiMry-Rc$OtwypX*N&{aHPSmYTUX&t3`6a3
zjbd}D$XxPI4MR@f&$DdtW}t<)oVG-cW||&5w|B;zc(udXxz(u=g4##xXO`}PNQEJS
zm~IT-m({)8(x=8dz4q*a?>^@z4i3rxxYRz!)}ztHvYJTA-$-D;jPdA#m_BRKSAl0G
zZ#3)8ynpmYU*Y(cw<|L2aqT=}OD$lF(j9dqt9l;c%%0&mp(KM^Q{rehHbxz>8NBEm
z3B`(2209<%JfV9WF|_yygxijL6+yDgYd}lxnRiMY{-Ze89C3{Pbl%~TQ3#sqE@~(>
zb5loMXH-c9IcI{dKMcg8G_V#Tmu7|bu%8a3oD{$fl6PwIrF;y#_C}jS$(^2oCv}Sa
z8FmfZvi{PdxX~!Mu(j&oyT+5GV~bQ5H<XsB)kzq!B!8@SQANt-J%=3-@nFoBB2Zn?
z$3`taTx9{g#7&_*|Bhne5euTKk}eEWN~<``T(;Gmh>I>`X831&_G+=2iSxoSU=2L;
zI6I1MbJFWD4R2AYm77qh)$ld{-DJ{rM_g4R+@w)<DyHyQ{7NuShJx2ch#|5<Ut%1>
z^$a&o{P#=w%z`r+B7*=<X~*G!c#bS3@i!I_%rG_%m);{|1BO{(ARoxhWP$iD;il5W
zdH)XYFI8L42capcXpd9&B}Kwam$+RIKp{^wZ1qmtnZG!W6)X3U+|cn7^ziiurq1+i
zC3II)*^X<@?5@%YUuxwY?_|)3s{+OdVUByMQxF#HST22b(B5cYBdKrT2r~+xL*D7n
zlKyKgKo7R+?j5U%^j1^Ugq>#GBF%e;mG+Csx^$HDp+uWz>VB&1sH3S`(v#7X4wp1(
zo)(0G70{C7?=^#NU(-V_HdBow@!6scZo`#Hif!UwcnV&Fvb$+l#N1;9a&~3mAhH>?
z_t+ydPINt5<qS^pVWg6E_(yc^d^#OWo71nt<IS*u<yeVd|ENo5d*&4=1>(7)QsFpV
z-DqIpJU_GM%ly8vadDJ&N-|zx4A}eH$~rhrubv@MgqnU`TUiy&vKEG5_RO>!vOSGF
z2s#JaP3$Kl6`O~#zr`cD8g6g%z4jm*RVz&u?V;Mf?l1tI_dnT7x}4RtH3b^DCQL|*
zXI7PH#w9<19pkAUe3$swWD4_y%jDw-v$A+2yZ9zCHUn`o4K0h!Ahx4xeyP@&t-ZyZ
zX3l=al#tVS;Z85*Bb2gx@s3kh&Zf4Ipr{dB9>xhdgj+*%`$vFg90|`|p~s`;806We
z+-qBGI1xtPow<4p^k?;<n_>})QSj<n6o2qXwl6=E43Ia5>0nKRHd~AA%}9Vt+-=b!
zdW80C`f(0b24M30AqW-ZavF+<fO3CUl!315L`@^BuxOb#u~IBL-b-jS)U<7y2{sE6
zIM2Abdq(XY*4m(IHL_Z#_~C6{*-Dsb2-NVkc?imiqjUBKVv_F`!+yAu70<5Yqph~f
z=k2P#yuU3{g(=zoN<C$G8Hxa%_3?cbGP!QfUZUO;&U(=jeL2zrS!B-DAD`6NSW?WE
zu!MG4%^u8|%Q7m&M3;x9Gu$?k(ytdv$T5)kL48|TEVw+&r#?XQ3SY7xvX8t?yq1Xi
z0$3Vc@_&P?f@fOW_k5!uPpn$^i*%L%e7Q)MfoWbJY6lTYPvf5A93!d=1fBWjvRMH6
zguij!&DGfG5ao*roKI+~;<)rI@Q%1ipBwAYT$y?cJ2fN?v=FGIi{Yns?fw~xS^mX3
zs$&}x!cnbHCo-oHEW9@B)mTf~d5U@4of>t$^V9L!`)o)jRdCb8Z5V1cxckY|^r|M+
zI=wF#;<tI)z5GwSs%7#9J7A8{3g}NWteEa4*v#`pCD^hAHhM7iLN7}#$8k9K@>t2@
zao*fhBdmOuJTl~63k~Pz{E?}*nxaE4Y{p>9Vu4{(DrfpF;TbKJfnq56_~yvjB;mx-
zxl@7Z@mSZLJv6ExrB4E7Y)8;U0~;qlrSHs_4adlMd(sHb=vTc#>_&o^XHi{#MrE%n
zj2dJ@mdjYiQL3QAoa7tEvE7aS@*2UJsYhIgF&B*$Sgn_Zx!mI$Q%7MZr~Qil!#oyW
zLA49KbJ)vwbr+a{gCm=DTi<P;yg4sKp&w+2CSNCIKErnzH*{2sHQWP^eF_=?`6$sM
zDZ1|Wkb@Df=bU~O{??r`Grw1>k%UVWUq{qIqAncJ{evOJCx-!3@5^eQ@B=N&)<0Gn
z5!|P{Wfp!O?KK$VF%lQkh2S^+1pbSticL@sf_D7tVU;d`YR!Wd2-S80L9bKWa2K1R
zonhfb?t;O5N5Hq2?OJ9b6-B{BCCUrXGkPtrqC1XTq~gpbK8^!FNB+!C55Or5c03m1
zgI;^xD{(G|(4o;Ucy=$jlQCG2a7&KrDet=LedF`^Fx3(E;i#4P9+bR^))bH#8q0jv
zePG=$7Q8z1tJQ06b%T@QJ2Zg8sC&qG>!-_$Q2oT2bLrEshz_o3ReuiC@<jMF!LuoQ
z+5~s~kd`~oY-{1NplJv;^*1UzAQ-i7f>YR84q**hI7XF_Rx1+$RSpY1QPXSCYF&}J
z@K(R!qKr>Pkdbrhw*^bH`KC&kl0$HWb53Ztb8b2=ta8{WxC!5BGmv228pu>KP<ZsO
zy03tfJjeE0Q+FKn_C#VqiWg*I{FxdjP1zpox-sid_9AgLLMPdJ(^ze_%|odSzF|u}
zzNl)u0CK53=|L+yV7l8Prnv0siaUCFh|B5ZfTF5bTn4vdeXc_w7Ja-2arcz7Y9pVw
zuyNkx<`tvUpYPovmhP#87^Ew8Ucyy*O_kBpk1HNJCGZJpC~0&FYQxDg=<uz62-5zj
z<zN)Nn>tipYxdOe%gNOO!^kzfKmq!*0x}f8MH$#CM?W3j*zM<N;`OqJX=EeXB8O}F
zrfhY+Otg?rUT|Smf2)ne0s@K0&w8VW$)kvvG)|l2?F{Q24G_1>7Y_k>QV+!B$yQ}W
zy`9KyN}7F@Y|~%*>#tdQsRaFbY0q#~2Oi_CvRhlqvfC7gg#~nw-Qik=I3ncg-yG+c
zEX__vHt!(%$Gc1KzOfjbW0zJo#STNm%fS=b@xN-=Z5R(YtRa3OL{hSZL7xNkvqQW0
zYY5=JUZOK0vm+TBBl#|KDzuZ<SzC_t13kTqk5OnjQYjG=X!wOoSAcX2**k|KnBX~m
zz9Q=rcj|$^oqRGxgzD4Li)u#WvV&^J$J7ZNeD8ruksaLGfHyG?B$BghaZWxl9mzOm
zY?(j0mX{98!r?_jbb~1DCRB2JU0!#v0Ucj}8f8+mP_u-nz*9eE^O=MI2p-8`FX=8S
z{&v8$A}b-w=>YJ>lzxM}n+<nA0_`@u>csST$O7m`1La1{QJg?&bAlm2%;?KU)N(g&
zP#RB#H0OaovXWg<@$X1zp~ZOUAg-zAjf+=?z?2ayuLxFPff_duFIuD)3hNnesUA~|
z@Nl;p_x13J1Y(ZRqyM<L)P#6}T6C5(jF1)y95(cE{!793!C?kw-ID_)?X0Ql;Oh1L
z-t-3(ZLTQnndu3ir7^BRwT`zLIsPtRq;~2Y)BYEJ)1<sSWZ`L##1cxNr6NT|D4-qF
zKChsyY#pFzz@hh;p0;0Tslz_g7b@HW3!oGsfQNMCfS~O@(T$n@q1|*XfyL?E=}ZPl
zjon@$2Hot;-3Y={mI!UHDJW{hkmT${!SX(&yfR(%JnCF`qX7gVWj5`f>~A-r{hnO%
zX9{okXv#Adsdf>Xp@ubx_6CN^0!Vue(!l^_y?Tig*$3HFR_9FCklNj(f~LK01d0MX
zj7whb?{DQx%^BlhqR|nC5EJ;xh7VlJ@sU+O?7xF80=A$_`2i>Z8-%F=>Ke7I+_#<m
z&mJfnGe3_NlasdQ_?zPT!kZ<5oXN&qQ86vE<>%vV|FDK@`c4;Gmpg7J^rX-;Bu4i?
zdNWv*?=uit^8%>3R)P7>C@G=hO;B2&>gs`GT1q<(k2=zDgF#$Sz3L&28)>3T@aQY@
zsNc64)%O?YGgPRE2xLsoz91eXqrs?JU|`K-#tjRP1mj?HHbknw$=~d0)xFaMt^L-`
zb;bJyMNrMqfch7&T9uu*867kaX&1KeVeD8$L;hh6h=i+K)Qa9@T24MhoH;K&j-+up
z%9lSePrMe)NVg4)LuuT(c51#=47S7AxLj&g4CLdutbCh`H~Mz%7nPwh&ue%d=EZv&
z3w#!`=<Us<91~~>UU2TRJ+qOlX+jFLX6Xp2YpV4Thpc?Y(K!|qR}E6Bjy5U$?gr=^
z5et(a=K#GUeq9hquIS5hKTVR@PY0<wHDu`DHB>R4>89)xEz^#Hk?b5q6pnrse2|mu
z5;KQ`kn<D{ryP?`=WPCsl>{uFC?6*rAl{3L0CWAWaj-8&?+}Wk=mc+$N1HqPUU1yT
z_o4|jTLe~E-G*khALS!k<>?b~LUYHyFSPc)ImDsK`^q}92fDCTZ(oSCSvc?Bqc%Oj
z=1`6}xZdG)1Thd$g~|t2Lv$>%b9Xi2vmW0Jr59JcXz3^x;jpKvhePdz&{({#YKmZB
zc&WmSOdZ$L<CzXJyB@Y{yZ0WrCjTClc*V3Z6CbWFN{~9kkF3^QG?Fr*^w_`9CamU-
zf=?+u$*D!|$G~62o9{Z(_BO`@wP}yDa*IB7`ow(ekB5u<@9K-@L2`6>iGEvDNk*R+
zh;bke4L=&(W`Tb1cWKDuy1h%c6P3bL1+!u7m&ghLY&Fa`j>P5wtPt1%jk(Ls&`KKB
zg_-!HJf)U&pKUR8^Q9&Pu^Nc3MGu`?K@0(gt&;6tEuJ}gjS38S-yBy2o@zwpxa*$O
z(M#xNQWwZr2HzC}7-eznGKe{kc!xMBidl)GIS+CMV~gI*e*DDx`$HjBrhqMfI)VH8
z(PC+6u_V*j5Q7@;9KhAd9AIaU(?5+jXK{C~Nx+COhmXm=evRcxpY9CFee4P*9zx-w
zi!!H*?z&m3D!{Nogoz;m>9NPSP1(6PX#`3=UX|)=s)A8;l;fcCb$H^k4e&zoc}n1~
zNjz5QJw{j4ojJ-AS)Ak-dkeYJ5jd|_4h3b8Z^zU%(@fGc^M+9gRD}aTWY2~>!G-&p
zir<#%k5lQvs{0KLoCBf9QpOXCl6kDVQw{gRosW;l#nK^kGl6L*8QJ44+1S?U<QYdR
zqT?mZ5KzaO#AHlYIC4j+V!O;VapXIO^c$H)M%n&2Wg6d!4sc#td`=*h*z$hrRYAn(
zZmli$9hiTmH%+B%Qciy)y9&g#1qT{FoeKFO1!L(~;J>n<$UH85ylnp*m~n^QSmdy{
z-*SmFqo$s@n<u%|7bn$%OsWpiL2J&AP1p+<Y50{GWm`Pt07u{$?Lm88^R6Xh<cO4~
zA;KBW-jNMK)^AqwrVPmaA~~SZsC8-s<P^PMXzfb)unp$+Q&LfJRz0GRQs=$dXPv7p
z1kVrSpZdfFWdBp5VZWoDQ(d2|yK%<riSbe*G$&s9EfE2TgRtPeZXb>SA*$8xKQv11
zFo9*MuO=OCbxskVOi${9E*CH|pyu&B|F{ml^+8UyLbIJu?B){_h{>GPWhUsovFU<f
zYf}Mo$xf%BK_XM<GLmK^O6uI%f(TV+R?M&fd>7atIC!kqqp=3a0rp;rRVsto2RAm_
zrMHeYRuI9|ORM6XyHl^I4Dqhh+P;(d;6eumy79S}ln!64qtc0=U_7~M?9`%=38Wsy
zw>Y1|I~cP_MHd;A*gj)6sK0#icvK49n`(2$SS|@j4ABX;_voL^inhi(foDuZp|v^N
zIpkIPYg3prSx1peX@y!TNgu=E<S=n&BQ@o6m)e-eTDuPDSibI%YLxpJdw&&b8)a4U
z3`0O#AalsIk1;*AH_{{JrYZ%yc$9rktXvX=svSB{JmB3(>fj*txTfZtBtbJ}lh9;`
zt_aU`wJ?G0786m!_aWXyYQiqNz``&NFeD0L-2*UvT3;vK|IvwYD~eRqCyC*x!kI*I
z#aKh~aGOC>+Qx@&Kp3ZW96YoXP93PMbbiz!dCHt@|Amg}gFe6s&AjHYZQo+n`g>ZI
z-DgB~drn>hy&*~}=fq4G;GUMLnO|1awp)VFMzD`CrvOPPi-=Tj=l=wREJn6ztUAcu
z{2V0EX)Tz}^D_G7ctm}S*Tcnq%>O+vkS=wO8D<bGFGg1AicSdu`J~5$@ZB{PC^ls8
zSA|R(7StDEqLq71e&lsVMV2ZX+jQ|tEKlp#o@vX4-8AU)W;PcIq~e-68U}xB!?5ts
zIx#{YhT@#{I#iu3S__WxN9j=K<gyJL2~Q*<klu`BFPz=w%gEQ<--nk{I?ixdAbG&@
z=KqScoQ`2T9qtT#feMfQ{_`tfDI!2Ua+o3Dddy8XhGh3_#^coF@a}%k%wO>V5}Qhs
zMw?4=Dj?$}yBIRfT5S*#V0i^6Zt4^Zpq1UZLa69AnarR{c(D-rpc{Tha)e4tXt-;A
zy3>j27ZobHqP^aht=NrQ#8S6`{FZo+GcT)*K%m4}t(lO9Y1tl0%OhxQnlSV=dMc^n
z_rY%p`_lf2#R5_Ahq)Bd^^0yhnul_{bZ{CR>1_CGXiBtZLwXznS~DqEwwj60bZTad
zFz;G}<|d&!?gU%8MYNH&d?gb&PZV=ODY-%~wNzq#RID5`O0LV1r0huhs;Pxk!{RH6
zXp<#kaQdEZ|F-Fi72q|}aTaUxTSk!kPs^e{<t>YEn=N<4Gl`pxq}wpy;fuFLr!%2`
zW}9>p%RzM+9IGT}Q=lAl{&&L`#9@fCbDE6iSb^&1i&j@U=ph9+<5Y`|%9lOi6q4u>
z!j^&x4p+_uuJi9`2v-L`{mEk~a~5w5=avAxuZAZM`Mb@nTVdfV(y7)pufCb5f_QUh
zK70XvMvgilIT4*t9mI4YyvwMk!G4T%6}t^@2UI)WwU^VSm|kr}bHv_LS(4M|Yy4GO
zNgo#B8a|titz0#aL{+(0#PAo>+(}a<wG4SKhp=PQV^%^v^H_c&zJHmYs$>maGCCq(
z9-HB&@<+&lu;YmzPQUqz)%EX^JBdLWt86SVo3xch(s{?b2!nQe7i19JwK;pPuXS58
zij;av&1D`l72eupS2m%!X{x7_TcQOBKK<%%mFt{mdk1d&Yy9%EhZw7nf`6x$>g;Dl
zwE$W?2OWmL{?-MdsU(c>hP`eZXN1bA@b}0O&&ol5W8&1iz5T2qouAyB1L0W@?@Y2a
z#=B8H3$=^e(M-m^`^Id5(xmC3P4N@VwmDE=WLU);ZNzcUqL7<G+#8K8Dsq}&EKGdu
zuteZ|DJP>UL}|Z@u8OWih+88E{ZRbRfglT_1kY(N@ydW0-_smB&-Re#Ng5OY43-hd
zm3-LrU{b)lJkqJA01+7_b&ue+ZZU{rGCSCa@ND|#$}K)WCt#1C|HLa;`yA{eSzD$X
zcXA7I4aIs<+0f^7=?rW$yhj16%(`;kC8`b#>o3QQ!%!3Uieyz3tJh@_$9tYwmrI<-
zcMYQT&omA0;YV_GDtvxUl2u6;ftjM{>No!;&Uk(9ZE}=O3Sg-sEJR&O;M<XOcVq`1
zdvf>QyfTT@nVq=vXS_#jzSaB`w5&s?x4I*_mL$+&(g_P7Sf`?0obAh$KbiduuhKfm
z|4y$VY^Q0LvIbxs9pSIh;0V5P(^6gc+!rRv_BTcPCdy<xw2+(fZw_OhD5o32#kCPn
zBMta~@h%Q0k@)%tV>fB@_SeQ}?lifAH-(-Z!M1%mlv*~XlP!|LBDquwsfCCk26^zm
zF-+u^bw$m>BZvv9SGFO*7B?{XB^ZI-+<RqO4c>#4?Z=2!Rfs&hd}&d9kTIhL)D{)5
z!2$8G)7N%^91)>4sf#byu6P2mDCbBa2XRow!^_1<T)LqAWJ0|B)+a<Y(_k&k6esM5
z)15!yDXA>992?*g(+BtYmL(W)6$?*b`l&+4z&RpT;`DyqeB$LlkZ&Co3pR*N36r<<
z4OnKE@E;zeM<MHQ0BY)zd?lD8lZsh2Ewog0;e$+Qzxzk0OzMgg)kD%P9V7|*t;9BY
zAE&RK-_j#Doy%Y=qG2+AnDs-X*VuX_vY0-Yd3ikhr0lOcQvo@v3hTa&$+C-aXkU)l
zgs(@jZ|c`P5i819`*lN-b3k31%QI0A!~qnx@HIu+YktQ}cNNyF$Z)|<<GS<IQL#)c
zLMK=`fuQB6IQ$MQ5Mf0D_T7-vNpKSdoqBk(t7*dRpiqiI{1nuCSpCerejoXL`=QHF
z$Lqkr-Z`<W>)46Mr;SCmUSa<mmq}}&7C1sS7UXB2z1pE@@fg?_P(?>F=Sigi2PM)w
zo}m!z)9!=8lF&rjWh9f@QFV~MvpJqsE-|3zWkFx4dY@DUm&f(kuZtP3^k@i0Baw>z
zbM&$a<RtUC*@PE%_#zp#8hS;a?I^W1FZLxaM@l`EKktu+=z7@=eg=l{&0=5rHP2^X
zz@kLzVkC}HNUaK?BdqRG|Bgw>TyGq1uXjxVJWxe+{R1N&kd;wIXQCekrA{b%mw=Z1
zf=H0s$Lcs_me9sLsJ)d|`3IN}p#s<Ld)3~U{iRGq1rp3mD*;iY8g1xi1Dt3--(|>P
zm-*yWVvizV4HrT}B9a3Ic`{hyl|dEW+^{O46i8CqkU-NS%y_utdLLvSpd8LH05t3M
zgOzl{4%lJRzw%{UxR}-CXKaf=c46iP71}IXBPjz!dZo6N^wPPp+P4YlZDYqt6=JMb
zNHf+AK?$3aCwvs|a1D5^1;;iy0@XIcz=%;oRY~ZD^qm3DzTT5zsvOheWM*{$Bg^q9
z)2_3S*M!$#-IY$*Yh;Bw_Eg*&F?U>Ye7_Fogc;|A*J9w$Uqa{vE~2=|cwK{RSUR*y
zdJbh2YK)RSXXXWnotC@sI#Vh~#*Eva28o6Y`!I6})&Ri}6ppfF`~&blfJs>F#6n=-
zerIP}L2aw(aw`e%=EZ|%y)5@&{KN4$_O0u^dpdr<4h29<gFlckU6RnhDfH&^*7!31
z69Ea7=|)-y$B){FzO}}kHi7)((edfFq~wtaW7e-FKXyo#gLoHTKyMa(7X)k*e~c-U
zwuF(m5X<hPptk)|-NwC;uF3K%FTZr4qLN8HEL~|OIjF05x`37M;@v$C;SrUHHB%wk
z3j*qC6l?<|E9e2$mFrEg$-XE%hhj`h(5NyTmZ&PTX%rWmCSgpSxG@|Wcynu|jygGB
z$H`Hjs(D7&%c)cVipyC`N$nN@kQi}ZbH1%vpOXR={5j08ROyqiesLtPX8p!j<xCpf
zdv(I_O@?IdCl*E0G6ng>NRO@x9D6Zw!M);pY3V^mfpO1edx4v2wjR%&I-q#2)w&LN
ztQE(GyHK6ee^7m4XO+1le#^eb{k@IId^Tc6-;B|}=|ouyu@>Yg*Ej8{&(png#5?hp
z&N)wScur1jN54oBDx2e4NuTr(&yJGm#Zw89mygDCjh+1vm{%3b)AXLqsuOm5lLeo>
z`z<=LwrRwc_JL%5cCI)Q{2-(rU{M=Kj312Rg>WXJQJfoY3*Y-51p&KCFWi7!EA<`I
zlOEip_y@obd_^^eat$vA+<tNHzU%)am>QWQAo5Q>!Ao$IP8j^0>4~V|f{|K#0-%Ei
z6&p^4AdmUYW}4*TOw7oUo<=TsJxWjaJPx6F0f3|v^RXNU;$Eg;C#<Fk5iEw;SoN@^
z<`=g>neKGg3luKesY>5#1}&ZIWvI{IlIVh1`Pc_4TAvdyQX=~_$!m+A4q@QUId`QI
zBy_w6->pypKF<86XZT!5Q8^h?Y7ag9*)kr@Qq=8OKH{!hgJk9OM@%BEUhuN)D*=Mc
zL)Mm7xQ(^Me`*s=c(mmouc)gI<f;hXF<z()B9Os2>l1`+VV>#lzjb4<f|zGLvb8<g
z+ss(cq-uZg=mn1ONh{L!-KWCoVxfx0dc_Gr4NpGBVZ`=lR7orDF;!gzvW`YA##t4W
z%OJpdgjCaPOdvVUCywCT=FMt`g$|Jy*X1x@&K1uavPX%YQ+(Dc?Sk3U)ZpY{3koy@
z`3=qM7~Hk(zsw4?cmzhvuc!v=x5F@Vm`sX>{lW(v&Sc!nDh$Ommy3k!0>tvZi6uBg
z#SkcXU?dOH&rvq~jHGY@&gGT58JM~#JxPX{zyV$&(`b}6WciR!80GiVu~6V&yAzD1
zacrNh@fP=gZp^!mUedaPqX3#{IBL;Wzx)+xLj^|%1xK1jJL2;`WgQHJQ;)!HN-Mrd
ziahx7Rj<lX`ynsrmD5x^=~Ry1kmhX6jmF?9cxI9M)Oy!?%0Q6s#R5u&p(@y=dwyk&
zzv@6lsEJr?R40vzl8aL6CdcjdgluirgA&T9zG}>v7Xp{bb!c@SFI<Th{*QpdAc1VA
zzhT77t=m^~fsfx5zSS{}+2M5Dj8lyE^h3Q_M$s4)_2@qr1iH%F(XYQ(9h4$TsR#Pc
zI&dP1U*xh{|EV!nP!`~gJQ%VUj*lPx(JzL3oAr+8y#_8!lST-Y87}X(-?k$8-Emi1
zu%+oa40}`&#CyM{k-ajCEG^N27(CkM)Ma-PW(tRXfP$#t&#A^fxmrk62$y5vgj0CB
zRugKCec3=V)5jKanQ1>Odiv#v8&MX#l-e%;<w0S;ggb6g{G^b49bSbim;Hb|zN9}b
zu90=kG!VL9(C+ytAe&vay7*4Sm$v<a0bW%tAAOPvpm*gbo13aAJp2<iSP=T-7D+s=
zrd)o}OlPVG{K^6u#a&aF%QO&}S>S)rV?03Q;pQ>F-kfc<;WH~x^yRz^4>pupjlMT|
zxaP$I7#=aJ^c01yCrpJ3nA?p#)?7kNK9!EJ_OmF5hPIh;R2E$p6D5e0(8VrO)u>g$
z89S2Q&|L9QPkTAt6^yU&SS9IGj8O<BO0IQkBxMwB8mDIGxR;S2zIhs1<hXJ_Yo*V0
z&I#<JDZr`HLBU#sL|T4ju>%5PBk9)pKH;&~&AdYzex9mseJ#trtS}sGeCcGxO(!G8
z*e@`qPqbAwK+T>UQ_8#-3z2SW-&FU{Uf3(nF#+1ds4o`(jbaM}iRHK$PhMAYcPUz5
zY87u{h4d7IOlA)B+sV!MGRrf1v>IN;3yIP$(MAP+yIPACb;ph<9r(g;uG@Q{jf8=P
z;V0>A(LT~u8kK5kq@VVAte~@@k7<vp%R9+h<aqI?%3o1e+ovjT+J2oNDPd1td+;xy
zRCchv(m63QQq|cmp;uSa0X;`AkrkcMX8fzR#C}Y)5}dN1qry_)Xmic>u@mrdDmb`t
zCJd8ln;486Eaz_GGtD`<yGOGXjTy$5h0M4ucg))4cN-pd>U^&@UFR%5P{C1Y{pi%0
zQWs7ey~w}eA@hT1D}h1}!yxc=B{og{Gg6wtgO={crjVgX%+x({M0p#V#hd%r9O#UB
z{b@&(&{-dnf<AlV3lRvGhT@#?tdO9vY&UCl9irlBs&W;v#h)F4=K->BU)6h{z(|M<
z)Q4)}6D{Wqw-5SY<Fw)jbZ7u9Jd5uFN9N$`pqcCBMN=c8fBa(h<cSIx>5gOKd8j%t
zt@a_}NjhuSiP2H}!Iw>O{CN#R7=rnQ$l+@~VQ~?1jqbm_*k8D%$%tZx5{f5RJ5IMG
zm9}$y`tF`tD4}$o<_{z7F(A10NQv8ZAJ>fvJI3elRnmwnUZ!@y=!iAe?g5aBS-%+o
zOnz1o`&a&??A?F^XD^RB^Pv3G3Re80{N22NWtV1gUEEYGJpUPBp~x?W1F>H<6qLCm
zg3VhM0vM~@&IbZk+oZ*6`n>uAU)!OOvWPiJ{u75en8aj7F-8GMiZc+V8D1>|l6x2c
zfJPa6iS<&5K4?03-G5Hu^zvONMlpwQN?JFjYWLE(9y|2A)gt6Jld7&0#A9%TfWp1A
z?o`0?hinPOnQ^76N5@z6wEqq;=_#8GQ_AR`R?&@VYgZ8O<JmppF|^fY+)fy5^6bi|
zSU>RF?EEd<q3h8P2xc5O>u=c&N+e=)HLW}a`tPBu=+NuL>pw@!DYX9j4kAt0{W8nN
zfnGE}IPNb#>!6pKD`i_;7HLNS^G6W0{n2nlVdi9?f(%Z^($o@Sl@Rd}edG+#p5V%8
zRETUvpb=SnD}KA!`7gKNL}SOk%;vnk0dPV28H&=fj?PM`uH|VoETU(+>&LrJM`upA
zF4Z>ZH;XOZCF{`nx{7Nf9O*SjkZTZ2%|`i%SU{OCtwS?<dUueX9UqlfNLI%!LklY(
z=N3rs54*Pi+W2<iLFeO$<KfKZ!w#J!gofA(ak6*j;vAs_x46Z;xa5k~<21gO_|FBu
zx^i*xJnKmv%OS8pAIzLWbHCWw>Le$5`Q&3F09K%gy{k-!OD4B5@>f&#;h;L2QF%Qn
z-oXX<2Y8%#O+F>Eg5eui_FtjWoXkjG_1t>NIEDFSA}}nrA;rpB!)4AjW;59&k76Vi
z&8+%z2_Gx<qf|3_*m^#qrtrv^%lMfd8BR)xCe2_WbWV-1D`YHDub}5vvxc)9>JjVO
zUp~Q6uxn-@I{l}0g<@kFV0;tKO@E8Z4ecf_<PW^Wt0!qExdsD~D&|hD=g(#ZYSqOB
zn=_;wAGbN!bBCM`+)M8+-Di;z=G+e=rl=H9(OT}-6yEH%Ox^QCOW)A`dCceL;V*c@
z*jWCyWHc$_m&uf)Sn@!5a^dFCUf3j{O*O5j!PUubAaKc7u>iWNc#)<h<m|Z+ysO*q
zY|!bVEel%ukm9YP&)Gif?`w(nA*H`u-P}}}Svpef5y_U}?^CK89QEbjlJsia6}T7&
z+8qhVVrc}n@i}8&`7(?x`!^vQ91Kr17WPGX16ezkJs5js>1`YPKD#Z!Lv#%9)6U%-
z2-IduX_BNro%2^t$5({vtFI)LZ_7*V;$b!3as+fK{w3AjxAkfa@L7;p!eG>&;f7ru
zmR{rG`QeNzvuE6z6-05kZF!GydBo`jk=+c1{j=umO%b0qET~@kgvH^QMUVV5=86s^
z`dRnP41XyF;%WtDF5?M@v1Ov03*^t@xr~XVX4UWlj;*})`1IDJ0JFquvSy?jIGPQ^
z_=W`8DOP^qfX#Zi@hUMcPaISV%QT~;+DC*#E-$)oKs`zJi1&R}bTW)jOO!N<IREqk
z{Q#(j3-d!U+(*x%@MoMT;*P5DS*boMU+dBK7Xl;yj5&BrGZ=9^2Zl-TFFJEA;kozF
z>^RaWW}x~3^D4`n_s<TWtJ8sHawenjn=5L%kB+_{u%#!moVZuheU0}&tOnw%VwkVF
zVxSVeRW5^wvo5}X*ojbYL@ll7Q+CdKb5EvPvI9nxBAYW@Abm`dik(c@J)r4oc~AE|
zG2?yJPfs^z8oh4S$d%(?eeHm9zS#JdwR_W>pji_8f68iIs+e~bmG&CHrloN3R*2@`
z_lMQy=G#B>WaB&mFG?oRN*7$YK{n#2iB`ZGIga_e_AZdoF|RUFID=y&JNYTs5U04f
zVEysK?d-A%_N8tSS_;a97>X+?_Gh6*w5jwXdN6g9u%YoKpFD`{)|m8qZ<w)1$`nC9
z@&!@%A?@sPK{4idaEA5|_u*b{JZfp$V3fdeB-&+6tL%`Ol<G(kZvw51Or82yI7vZ-
zt<ukXw_`$j7^y1dEtLDv#Dt#m$Ce9-O$0_D>I&~qq}8Bq*C`etR2^#+8EOeGuO98e
zHz*BnMzWc@?i@oG*0x1z{^-4d5RP87gt#_NSGF`_JLbeu8=$bHxci!HpePaYQ=Sf5
z{=PJRQA*q>e;|pUnwlIFyoF>)>8RY*EN8`h&GF}ahjqf(MSXePA!}JK5D7L_XZl^I
z?JMg0@uuW2cckWnSC+u1Cc_L=Q!GcNF=R&fclvK;1E1Sh#NreDKo3h)x^31ECB_w1
zwn&FP<cd%usw&L*&<+fHe0E7p5PvTJ%%=kHmVGHM`hz?siv^Jvhb6|vo%{qHg=(N}
zt2#asOI2yVsV0<aI^FqsE<cF30QfQ|uIUTb)vQax=ewyQ>~Xwk)<Ksp|1u>Zu`w6=
zqi^QO7@_59OLiK8#>0!{liQzTIBCX`Mh3Ns)-00tRewt!*t{ho)-10BY99Uqno{zF
z77&)S={MrGVZIQ2`gQ^-lZp(|?Z)k8(1%-qGIMibead-1%3<YKaP5z;NnCBt{?g+O
z{j1!?QnP3FRlTCH0Dgn8u%P?}lF-vI!X01gdsBA{cFm}29w!RNu09O2Nk*~n0S3Jl
zO1!GJ0E^&gW@2p+V|3iB{#CL5G7TaAfR&e5<z1m68tkw`-8*3U6L$S+*uGJ2Fety1
zKuEAvaSNbQW0n09^Eei?y@FofVIN<+1$V9fJo_u27F#a;GF-cp;dlrYZ028B&}O*2
z$n@#g{^j;VO&5BT+-jeQ#nXh9MH`dk{E5sNJelgb&)QH~r;IW9Zz_eGO19__|8rkQ
zN3V1MWfG!;<#RhC$!d=F)L*V}$uJET@aj^5;QcaL8Q1lV%ed?An<M(y4e#PR;-Ig;
z@Z+BqA5%{|0{`$UrJWLX0>x5ofH?=-Xja>~@Te{P-hqqavjxXxdOzaTJif@kU2|Mu
z!!Qp?x|IK;GB0BqYFi3M;2bh0(k_i9NE1$H*f<pLSBp^-vglD!Lb5SCJJ1FFLDM?;
zj7co5kp19SoCd=r8^lFz3_`@@kVbi?4$A!`ykyvu=$APE-Kr2+Idi-y@xp9>v0Beu
z$wQ;0?cPt_M3iQjt~k*W4t*woX$-?}L0KjG^;lY-udj#-Y1RgBP+Mvkd0ALcmI&&1
zaE)f&IE}ou^Udp2TE`C<8hL+JotSV|A%ogF4oI}7+D5trXK@6Vo-ZWA(S9?WS8%SR
zgkM#%d*Enps-V7JYQPivdfk&e+{MkygvG^jk!*M`FJjR)@TD<vUC-j>ur7bKwgLXf
z!#Blo3E$%DScdv6D{~~f_njiJa|T7a_!X)Ek<pyu><wSI7M3RzH09Q;W+zuk;%C=U
zUcARUbOT72V!h*5l0u9I#YD<@fl6HI9Q;kVfzgCS&0{CNgctfD38<?KEJ>tvR16HB
zF~{3hVt8m~st}W8{IUyA;-G8!fhNNR_K9s*2^{m8dwAWLt^#mD;Hf&C_HJ8G6e^&V
zifSHN^EU8&d8J$?r<)_yk<M#qTx6&PQRsm^9!jt<Dz*`C*A>3isLJZs=~!q9y-}(K
zctsI3!S<JbJSx;4JDX$H$UhDDni?J_l?wXx;^yh9L?P%qe3Jx4lCM8<N^kXJFvod-
z%I_T`f1E_qbO<5~esBMv$R}$kzOAXQzTy|!e<@|yOBmP2S<*Zp55r0Zcj4TKAcV=r
zG$#^TCxPu7wc*Eo68MD9wu6C^5c*Zwgz3jM{V+NMZt1!0&i7<MuCzup_EvEIpgVX7
zWx1w<%GLZbZSm$2x8ZI&KUR}wHesG=Gm^eAgS2cy)tU4_73!Bz0a`NHh1@1ubV0{U
znKt-Lb$}U&!JyF>6a-u<OAi$Ze7IVqdePg9XWWh1V4GOU>LJFv*(oqZS$b<HO;cT;
zuAO%LGo<d!)uxn6t}*Y(xJ3P_i-1Q$M-54$S+HLeOqWZxD<CPiR#kjye=p0<k0@b+
zqf3glahgEs!zy08_;g=pJa_+&Bul8<7_shDc&#6V5feBXfmbHnOs>61xO0$K0PSwq
zE3#W01Nftg<0gSWA|et5$J>oo0^z7(B_nTaM5Jq@oZ*OG_b`C?MsxOYrjR@dtG5S!
z#*31AlBTJ**n|v*i!zKw5L-Zrk@TQCr|!M|8BaCx-UHTvn}LH-W2b%=MSvQu-3gz_
zyX@bcL8hqDxId-AhBDsXJsav@(r66OvPEodd*-clr^Rg>?{YIwI>L-KbU{{-2}w69
zNHJ=Suwp**>l0LD+R9_DjqS5)?~QD|1APT|mvpcdmnbsNgmg~(9W^emZ1E}XdW{Sy
zaY)(b=ucUCb8N&Uorn&z`o2-WZGZ{{7=F&21nQGR7>TH?R<~w6ldI9ln2;2;YoFJE
z!6gkxzNG;iq-oG>ZC0Ck*60~tA-|<hwlnB`O^41gt-1zLOk=i%hFbe=CT{{?X@AWa
z;f_<7tA*^2>;}4b{M%!zEznd&a2=;ur$F#IrWQu={(}X^x|lFz%j-#Bv}_Vo48h<L
zH7a(47Lt>B6a7oq3`Elo&B5d>A~y^k=|)S?wN3tpj|9&?XN@X|U|>oUz1ktkt#IF<
zo0{pfU5v4+<ZI4>ro#P9Xu-d>QL_mFxfVOhAf0INX9kB&wS$7STw>Z0O0*E(!rmG~
zZgZJ(9p&lE(b8gq*v*J+b$xQM3v-1ut7n7AR<0B>o+~o;RRi<v;+Zz%_l4AvKHj5>
z3<p(n=`({YWOMZM2w%CJuZ5g)F^9q+m%KoC{0I7sIWC|4%L#SI30mv2*!<)<@QTje
z`<i>U4#?Zpi35=q@wxAj_*`)4;TEGj)w*@^^)~bs2l}8bP*8evTU9C`>U?4`;e4_4
zM<(65+4u%_O>2)k75^z^TS6#($v?guwqCuPyOk_ud0*+DHV+7(M_euUjO`N%_S(OJ
zFSlmrFbQ<i20LeByuPqn8qyiwJCeSt{vi$<K^Zo24N5jCQPzYICJn-C>lQ#JgEYaI
zxbbkjP1=OGX~p-SrktN^^k9)^!mZyQW}@W%GACuk7%Yx{Evdl}LRr)})-Y$CoNgDm
zGl2zn=o|ME(N~Po8nV}84d|pkBpG~va6?IODod$QEvduP9W^nePwKeJKs_GiU}*B&
zXqwTS1jJ;@PEF}HG6vS=c<1oqV2(dio}jA*#ot$a($9_A^y2r|+CiWK?4OP{RUS)T
z|Hcicvt$TN<R9a5J^wgGu7QT_q5Xr$%-RA<&|%m&e}#(>?^^mVU|;to?n$yUqzWjR
zJ>O~v`y2_lY^XhJH*cjXG$Ck)(9v|wyQrlxVtKpu!fzqPc8?MYA=$X1PcD5xfB44A
z9K<WhPZVFQSwBm585P5rBD#f+9Ok_eaQ1?;Zy_FsDZ)(vpg37aj3m)AQI5ouI`}J?
zoj3&Y-pmp3mUhd36eGE(02rWkqe=M!w-eNd5&JN^^<7tjqeA64@!K*RT@f}EWY|v@
z$Nck%*^Hn|o%CKa-o{%QHTfwiJ~Pd(VT(Qax$TlXOpE<QY$TKwF(d3aX)%H4f+{-?
zjkQ*4mcbHvbmay{^<_p4Ldob>IyIY!Gl!%_Mo*OHJS<$?e_=gVn^*JEJkrsSO!mG%
z#rA_^-6``R%lTZu#bSDh`)}Y?Y%_w32vC38+vy~hpD_DQL(ramJ;cZ~FMJZe69-1l
z-!%L&7WKN{^&@0W!Gj_Jq|^hc)7gYmH*VCbPD~1vg%CfSiQa3t-dZ`uKX=DORGvnU
zB7WCD_3!$;^c$Oszjtszp$lI?^Y%##HY%iniD|gj_I=V$bw*DYNX<r=&W`T&KMDcF
zm8D%qlBk*AN?6J>kM}<F$sUO_qu%#**i>RRhJP=~0egw!=wd=f4uml?7%Kjf6@@J(
zheoIe)G>YyR6x}1tnkRyHgEMU$v~F6x{i>JZQC`|qa1cYK*ceBm#8e>QrJWlss9ek
zx^cfJ=1cu$R=SRACC-Bf#nK+Rok)`a)O)+;&_5Q!{W-felgJ801Rn|@2*(Zb7%EYV
z4i!5$*ii}D(?&l<R@^kijDtx{A`Ay<u6k>|4iuL=60&{)(;?$eY6;mdMI)0}xdwx!
zVt=nk(8|<yThvz3CjPEEB709Eg<pOgT=}n4(p8gIzBJq9$;jT@=5el-LpENZK#5!x
zcOvfVJDEau^20NoWUl9!g+Vw~_N^k7NW*Zb)vx@_i=v+2E#^g~)7Tb4hnI+U2YJ!P
zUQ)8C!tEA`kf@eDz9UVNiwhl(5+EqUeV_5EKAPc*U)sYFI4QTH>6J=zq3dCGd~vw3
z^x~Cm*=Ki$M+!5Lh*CrBdS<P{A!)&0Pv|O)8Zcvh+$1upI_NY4t}%2C#)K9x)>n43
zXYqzlSewqcaxRh1;!bV?Mn)m>|7fJ=a(GOfo}bdJ*x+903CS>jV(O&RC`@jKu~AHQ
z<>-AQ>Z19_somHUSa4(jZGpJ6f%CzxEzl}kTQRXw=J2Gb^79(3pFkv)G_p@^KrzK5
zuL<0Ys0rz=1YiS4MJ03DXpXMR{Bik#JO6&SgtF7)Qb|buy_LweXP|o4WMg}ZgZ@Vn
za`AGcI8=Klv3p#eK5DVZISt!+Xdiy~-CHR|B<{R`G)Wk=vR=$2VZVbf!gx250{TVy
zm8YuAgCrSy{A$g`=ZTe~uQ(VQf+svuhL4=VzPo4#3q(oc*=kC0el?+hu8q$~`;C?M
zo30ZRkS8nj7}GL`V1~tM9GtDOI9Tzg|NU1SJ6rJ!wNz0ewr>T>VH4}-=?f+W5=!#K
z&ewk<fnOfmupUrfckvsf7*RVZ+|f_DGCDV3gMTM;P`0UJ(cXNdDgS*ICjM*NuViyR
z0E!Y}a8O45QafpnQ6Ds-GKsiCRrmK-L}siC=TFxh51gUsXO9#uttq?bG^n~PLbm#v
zjE3r6I%Cw&s^2rUTbtEcEu?pm>YkZA7plFF#`S5`T#71QF`Kink;`!%RA2csRU-Am
z?$LmUL3vZf$mAM={D7z=*;TgP$2GVX_WMjoWuNLFuT)Nj`d`l81L5<=-Y_3$H_DrI
zd4t#YNDLb>eES|0kBOr<);SHL%8}VPiCT2jVJ3)(52~KUmLq(tQDM&Nt6P#e>MzM;
zkl}A5o$h}`@}|)W#7fMg>GR<(Rt_=DTqk3EyG6qiJwLx^{OU2VbTnuwmvoa-VT?s3
zPa6P3%|fDIgs3X8v`+RH3n}CoCtS{Iy7i)5ql3$TW2ijoz`<hCnu`FScMPCiiuy(m
zrDdh!o0?8pFhW}JoPd<j(A31Ca1NVBU6jwZUMhS;+4UrNjcRkhn^)z|m2`Z>`z|=^
zUsHwt{-aVWl4#lL{C%Rj!38t?py(mMNIyW4ADj<kUVC9v@0p<xKvYAU0KGqhTIqq_
zX<?v?oUp9mxH$lZ|Fvcz%nsFni!G*f@y*YTfG6#>Iy9PD)%I62IjS7FM(lN@)>l&C
zoBLeFP{kJ4$1Wp0BhuW|`RWbWdEpMH`*Hcne-yWd&%RT5MxY}fnLsp{wxeyPQPZv=
z6JRXZG_Je5_w?0gg&zs)=dYL@*fi^d8^Watfw@krT5ei34aPIO=w>mj@yOpHT4dcH
z#W^``+6p4Zf~3VP32tVEn0H0~Sz9SYdmmaR?3A4;BRR4?)o-HcsflVx-%>D0#_pVw
zUa!4v-hTr>x^a^Qn{qZk%~1`SDaRT#EQ7*Z3lsFk6>+cvuKiKg6D_u9JN8^0c9VbG
zF0wM#X|zMNm~O%wHNUU(5w~015N>he1UT>Gw+Rae$U>bi3JMyw9ra~p%mEkE{rQu<
z@rs^{kc2)QY=W-Nx&z+?+I<?NdHTSY8Aio3#66>u{=nng&K{*2xrT3D2>b9`f7%9y
zQeXYne~rWhi#%>|JQF}oO_kA+IlX_^b#~PAn5&3syIm<i^|mI2ZBM>;=GstNtG+Q<
zy`6Zuv*aJFSR!u!Su13qsF>BJZ`STP$-2yDxj2xuPUfzzHf~Clv6$oBxeV|09hSSH
zR$+*A`B``J>07FQCjmpQ5ZUQM5!FoArBSYB-bmAcX!#WUwb6s?c8hdwqCLeO!Oi}`
z_w>c;dmykm_2#>9J-GI=uEuH8z}M~l=f*E!6j@BQ!2vktI~liu)2Zn0+zKaGk*WR^
zUt2b=<J;CEno`Dn!|pBJkA<nH;if02rvL%(6pOhjo<3`Nn~o(tPoeOm*@=^{?UG`T
zgnphIQ%#o>=#O#=8Sg%yEZcaC%aiX04=xAqu1hoz2R>UzE)i=_z6|pE4fk7bF*eWD
z8d{*@Z+Fl9XW!dBA4ar3h*lgNvW_P49zOnz@%*FA@V<&#-1;xlDMxgxJY*<q3jf1l
zkyNzv{%**@4X6!+>nCZ5@$G*e{}Y1$$%6kgKZH$Es1IR|j8)M83&Hol_`&}$3E4mY
zeS-7<M(X~D75M)|74mTZU-;VpU#LQMc5d>oGA0&g=Fa47tel_7-A}NuqrIK=CqVcA
zn-=?D(k=Pd|1DZ<7QCD0K>AQk{tqp6XPbzJ<L~oUKNqaT+fHzj?id%FE<DaE@~iJw
zG+{&w3sjRR$tgP#p(p`}fw8gZ@v)>bG88~RY|J%-R90lC(O+HOU0zD0*&z?(Y1fnE
z9~m4s%}-}M7gI!#S~1<{>+Rnsa)vT_p#Hw?=go`zy-0V9m%SVe?@o)Cg+M;U_=c!H
zOvMf5g{Y!IpOZnN6`ki$#fYO7k;1JBLy^j@3roK{{+qA2Gu9hX#8NYOq43H18}vPG
zQ@rd;35|WR;}@dpC&!Zu4?Faa=HzpP4wj|FTjk^QG5{pi$*=irA$n0U?44C+6N*xv
z6%9A~sC(qV$~T%cjiI~EQnA}mAqQQ#jwViHs#6VYFkoD<!hDlQDTw}7SkoG<UMB_n
zVNo?jL4ws9Vx|BYz0*=pPW<L0rZ2(F1{0ZIPsLT+bzz2#>^jd32Uxv1cw6tGb%}>a
z`}sob0{kX^ZoD(0s|2?*@u}SdqVR17FRiyNgNXEpf!FZkJWfjh(x2`8m0};#Wb?qo
zC@fXo`?J-?hV#gts)IM!qa;xtoIOOrL@9SDC>zq5Hv`%t0*cYLY}osu%;N;q$~psE
zMwCX3mc$$7<K(o<gqR2KH3|xk^XYz9vL=$tob;R<am@ubc-L|~&t&zb`5m+M>ap{@
zPZ_@Bo5%IUb@trYbNxWYZNTjjA#xh$wTr$><|AV1(Mxw#S%G@&^cxqg$To)p+NV83
z=Y8*n8d4rcnf_!i|GDO;8vo};8Y$X`d0%EDqWDp&!lg2y)7*Xab=5(;&&K5hW>E-<
z@@9fqbLvStP9LdUmDFI?5y9S_D*uYfX|mtn(?oQQu#+LX^;JwhNOe({-O?zUhpFL?
z`--a5aB(4LQaN#<LZhn7jSF@dLOvGesp|KVw|ZKfoaxY89^Az{1GR5+)5Myl<;NLA
zgDI{ViHuXWjY8JnRfdV~lnJjXPz-`jkSv#N5Eb5+)~qjcx77se)o>2Vd@2D;(m6Dp
zOAqd<|7ccB5?;ssGmlwcIsK)NPL~@#wzj@<adCOhwHWq5so}D;Zu$52idC)e@9&SX
zw2yQCRrvf+iRS3$P;zqemzoY$O>=6^%5U3tS-`Gk+Dm(dzfszIcg2)mn0s-5H>W%{
z-)v@5g{y1Ny9m-`Ocuxhy@5+U!&7C}^pzHRNm?9i4q7=2upgcD55lIV8$w*2FW^Q}
zwK=kkgeG1pkvFkR`l`}W-ur()eGX18&RRCPUHQ}*9@d;<EMAtr|H`Th>-_zY?Y0wE
z{A5B2!GU}G1vW9;<G8F|jH>7BSPkMX(g|4Xc{Ki&LDqy(iQ3EhFL&0v1vHPw>HlKy
zEui9ho^??mkU#_igy8P(t|54E_aVV8xLa_7yIatpgS!NGNU*^*KyU_k-b8*U{O?K5
zednEbZCz%um_0MQd$(2f*Ii#%O>U~79w&HAYCrlqdN0u^dU?97yleu&0pl~7c6h&0
z`~2F<1pDhFHpgiBgO^CWddYCKE6Fy4(0Iybuu<B|%Jzp}L`?_YcSR73Vwr}@Mf0&x
zzmnw2C6}gF@kq#cE#QJv%BOeH)}ArzAUSP6;W^+p9^Td^-NsJ5$|~(26&;>#+Y?Ee
zL+}NqXVr();~*H1SKU;Mr^;f!DJ!d8Rf8tOR@81e;sIZoQQSoOl<x9UM9)Xr5VsR{
z(&l_Hm~+zlNwtNd%cK0)%VXJR<?_^fHVA%6;pr85dFxx{Lu|f*iKlyQNEh4^()$kE
zQ%dH-!w$1{amHX(p>@%Mhp_ig7s|>Y=lMmwea^-3wvMGPc6g9yTm1Raj5=>jsLe0q
zX-n1~O9`n5^(irQE2=#~kjUFBs-BD7D<KNy-r-;?HQ8(#nVg*T$F+|)4q`UwXDH%d
zl@0V9!567`zXQB5q25nJJx@~I6o;SXG*2?_!X<+#I$Mv)FB2G_@#~+%rn@A{n{HRE
z5hSOcFZ+6Zw8^4aK}qVOys8YG)!t-_&dJJ(7ZiSl!~Qn8t<*ZcNG6R>9d!x(HA-f#
zylZBKd{wr$RG8@XOwKS6MPem0LI4L=Eb-pej0Ny*gNt*L*tn`w?(6p!bko;^f!iu!
z+<Gdmr=nKzsFvZP`Sf8Hjx{9&+{vOBW*^jF8L#9Q6f?mECpxx0VV^iy22HzN9NX>8
zs1*T*W%$mrl$03#<$ZWy7`FN6RGSRxgW{3-ncx<Yrd$J6?dGX)HP%bPq~uQ+)UuJM
zZp^3HE|vMFWocCGCNn5o>du!=oRrPalJEqh-LKEqP)L+v0c*j*k3AA9dYj#^oD2Mv
zi#3gvsH$WiI&yhL(1h>p&YSfWnCUDs!QFqqeet$k5oxIotWi{FkvNDl<z`)1s!juy
z28a$K-uM<mI`IID*@)8YJw1Lo+ym&Wr#VmHVlf1xA>yen?xRT4cyoQ>S!zNvR-i&(
zX&~;fF^ce|k+E6qJ#91*RUA<-BN*aDiB)CB)X2%D7Jn|2S-w~1N)g?TXjib_$80g_
zE0d>d5yCcdB~7b;jaQxJDbVL>w$8$w%WjNpDbW_89vrQ%v##zkreX5ysldkjgjKSE
zc%loQ78Lu*)LnRGgrn(1c-*da#-O*N8OFyUGW6XM%`kGwyBC?|<wl#iGbT84Qc1F?
zllLB9X9pAoScMA4pr}U=rt!}|V^e<v)%!x%1D#IuqY^dVq#_A9Irc$c^n~Dg`J-tc
zX&NJ=p_Bl+2UleZ_TzqH(@OMqc_?-s*G&4ep;Lu{_xshiI!<+xaGA&o1sZFL5$5C_
z67W^b9W76(Dk#j2j5w|iN2FRZ$@s2Mmk}q+dyW^pk@D>%&I757ODH=ECIl%(386nU
z5B1sa*WN4}ia&92ODi<YRW_<3;&De-2`=ispmq@RfA(HGMxfcU=i^t=H9cMi;_?G@
zalPk`BDDa}w|e7?Nk%tp_2}Vth_)nx))h{+Y(*Fw8_T)mkSxs4FJr>P;BhQ*BW3g%
z&RKOEPK=hKw8lfD{X7g5%DH&_*!K|4s<Dd9hHhGWjDx<hRYa01>2q)IA$Di3pM*gE
zfKInuo$&}6wPpS~D!KG12YAz})d#`EJn}85SnI_LPd6n-A9=n^lzTSv)GU&zoFp&G
z>Gk!?PnzaOM!h~tj3anPJv$vLFxxsa_p5rLR6h9`UaZtvP)upW$mvaG8giP&%TRf}
z_=yhj3036TI=h3OBq_fni>AqnRS2w^jz$5#fzPJkg5yzbnlR6og_eu&%%l7)(2;YI
zZ721yc$7#iL>5}MS34p5IWkMpL687dJyCAmT+977KWcKIV5mG6E|XpWrO#-48xlVc
zIe8a?e<#n`*_kMgm5+K-R`d0_sjfRMsh@0Mj(9qZ8mY1kmHN~2Oavu`3H;dYN$#(p
z4C+p^MUKoPtoO=m_xRj0o;~jab8nW^C{TmN%XhEl(;j}ZkLTOLnqFeWq3GB<{g@dV
z*<DKHe6nNS8#&YteeZt!xYH%Ls~m8o#shf{ZRtCyI7W@paA%sL8gygi{?BI8Vl-#~
zb6R;=KYZ19Vz6Z(VF`YnZRrbz$bKZx*`sBfa*x3R1jVBb8}%(FpL^LA4qdno@i5|2
z?csAG$8S4WxC39&H!2p14kMZuL)r^SXFL)ju~H*|IG*a*mPg^`{`NH;m14xH+v<yg
zQ=gRj><ea#$=*;IiZQ+`b)}8v$(N|5XY`CTgOX1Jip<UO3N79~wy|tx`0&hy1OX5G
z&C$k~vQdSEjHF~mz9o36Lpgi&5JQl13I~lLvXgFSoYLP6%8?XZ#7vOHtVD=c_zU%w
zu^!VZ5#Kgg=q0*aME_E-<|7vC(3fFheN+!exSJ;ZE~tVIz*oy^L!2Xva*@y3UQ^nj
zlSPk%Kxx*!l**Qo>uhX<RK<$tM<764hY}3$GlOCiX=*M%+4D4;a#AKG7_*PqP)BGi
zCbnN3VB*sXRl}gZ6c5^eFsccdI?<Bg40Z306UZF*Ifm!=WevSQZz8`n(&i(N<pxoa
zO3xC8$y03QwX{-r{WmnA4D{b#?f20aaGHO^5X?Iy`Xc-Kpu3l{frBwtx$*#)FGK}h
zDG95jMHfveCC;3w+~ZR`{<L5cG}5)wsjP`^NfwcPZ#3ngOR3o;Q)Qt<S4RhDA-SKd
zNoDNRr`43JxdGR7R=IpBWDkI+efy)AAT;pH67(UiWaPBTR)6_q3i^gUK{T<PL)z+@
zr6}<P=&^ibQkM2S34?NSNN*0&jgn^IESfhRC8yetvmk>Gy@n9|R>0^!IcLb%#1C}=
z5<G$7j*62*5yxz<6xkoHuP&0jB&38id@dE1dk;&is>XX?Vg|X55aqmwNUJm#mVv-}
zt9guIYM8+KC32Dy=#)Q1VotN+VyM?mM%~H--|EuUNqnxXFke<}Hfb<msJ$d(ROGT4
zrV`NX&UZ%AHkzj}CLei!O-)Tr+T^Jdq>v&9D1(#}j-Qbak1+bi*w|2w*P>Xtt?bar
z9ndPI84$KYgimua#e`qHv!Xm7$?MVg@wVh^B^<(3j&7yJw?!bQ_S$8gzL%y|e|0=9
zWx5A?1(8WE(!7Bh#ifwUhb9V`d5^bAxFp#8FNr?}G!~^43O&^m0k^;CQ4M_A7~2iu
z?UPfuVz!3J7r@E3O#_>+P3F5YGKi>)zQr@@ZuOa1=)z}1LJfWUywM1q$z3VRTpdgN
z_Rak1(vqgsDKI7`>|^mxLaJwOgZ-D(ejO4%Rm|dW1rtEwH_OcE^CGq=D%mub9ZqUQ
z;q#K$ZKIcwWGt|yQor&|_V(#iXubcgXpkF&5Eh$UGd7@k)W+El+(!FK+-r&fN~hZL
z07S-kHfCmsC|zUqW<%GeY+k*|Z7R0xU5b2V3(^+j423VX&<Tp7vXDO_ZXr&Ta5Maj
zp8D}l{qAw~GNjk)L~6(p@Zd>4ns``A$<I%X)R3b}qS)n*%IBRyGsKe6yQTTRUl^R~
zPFo&(yKW0B8;CXfOh<jGdfvT&*<k_G(4*k<({h6WuJFF~n^Ir-B?d7XLSq@;!_ZZ9
zbZ$XP*{*9?6<Gy-vZ|bq1v9QeYLFbnd(PI<fUk#7Co)BmsFNEncIrDXv(kMk0iIIS
z!H@|)JC0(Tk5p?j0yUZl^;5XT{;HPp#znb5iAcw=_-4?6F08D?CdPU~tE3dqemAky
zz!vnG(^^XIYV;xV5RdK%Yk^9s@31gt3`%xXl)Z6EnJ6V_16d%FNLAMKLPL$b%PCEo
zLOnCWBlxjIgyEZGnlJjok8wCYbHK1+`$0+Of8>Xt0WBORc>!M;oX+Eo({x^teG!Vw
zQ;yG8ZNz8D^5RLT&!F3TUYiD{zgtq3^c{Ptw!((N#YExTmh`r+=V3C_Rpcu=Mk=l}
z_jBWf7o@5>_ZVb+qaZW$V;f!KkIP$`(kzBJN;{)gvM_!FDSnldB8<ff#Qw|8{dEsH
z7*|!OtqPTt9|?PgVn}p_;RE0F2aX4elt7WtB^Vp96?lfAPjo)-tB_8Z$bJ>~i7GBz
z5aW^a!nGrr$poopq>>CT%^3oV#0Upb>0VP63xGSLoFI<MisX39oKO%E??e^CcII@|
zwzFpOA|djV*Gzi<nDVubaKqv7E0ZvT!DQnYn@!~#LBhPTRQoAo<*`89(bp!|P)6>L
z0zhW!YIU}GZ6?gU>fXZeL)@X97QhL_XL5kRUG7kl;YX>}(mOWo0nWp#TGf)$sH;w+
z?;=fKzMz%<jHni9Srzah+MO4&E@CSu)Aqy{l<9s!AYW`8L9jfB3fEnso)Cam@Rg7O
z;>Nll06HT^sX&<%h$-W0EBO@=qw&)5K|jBb3#9?Mh!giC%Gg&kI$nAFWLKJPLgCs+
z`Jy}$pUzMZ%6z-<(ca_?UoUfHM3yPo4Jx%;i=brp#nHzxln~Y&3fZRZ8GVeEv_Zt>
zVu>fLyWH=SDu{XSqtCn(eq~aclhY~DNv$p}CT6L<7#~9V>SX@dw;#1ZN`|sa3y~YO
z_PF$+K`cl{j6!&8-b!cFcX^6md0EuJ5WJo%mn_t-9miu-II$EdW<>cIZnEhuwJEPn
z?FM}$#mdBz4YKb2-G&2cMxmKmg4dZS-G#v?%crdQ)pO1T>K`c0v7+Xks1p(ra>jav
z{Eq`Ogm=(2lIE*=OU0}e*P=rFzBTPK)p+2j@t%0A_9QCSpnPl6X|_WRl^dy!)}>EW
zY|yZO_)!5n2gKAtDnueD5jXF&hRZ3X47*8QMXJ|yeZDDmFk?S${vvcvL55dfy*#nT
zetSwsz0`_29W7SPPIozr5LUvByOcw}_JXhcA?dSXd@2~+VWUJzTtPUb8g68^0f@D?
zAN6%~PImUB#{)R&)AaJ^YAc6*2pzTzDe;D=EE5%lZ9;YFZ?rSPq_(PI{o|h-kfy_!
z?~_{6V~98-ro>Br=$kUNLmTa`QMQUT8zmL;k&^%d8;{k^dxOK;2QDD1zmWB;rwAdm
zfbdL1G$na+u;&9j_#8+;f@VOGRHj7(Sj2;x{4>QkLBh(D36g^jcHgw9c5JeW`^+t`
zo_SLfBXO`09<%3&vXkyp;If)Tv+3uADTfY+@tqs(5qE~R=F&k<%zg511I=hZK5BhL
ze>(lBU9_W8D&E%;(b`L-fX9qG;tk>36*{r))|3dV4h(+Xv|W0O#X<Z%A=rLZC#N&U
zE*#xJN%HrD9l^&q8EgBKI1yJ{)TPecZs)caz2q{fW=i8^DFLC<p<-H{ITht1WfS&g
zh5|dVkze4`AARbsoo-iNrgnv%xT@Qx->1-rJ&m7|$rzi4Xs?miM(}CNmym^uS|!m)
z?b0~V5;{YUqauteAagtv*E7Beu-vzeSU{e^zi5yl@>zddDGorAEjTG;sTeE82X3b!
z?H>e?=Yqcp1~BEzy;#o>4kAIhB+_;}QcByii6`Xcom~^fpTl$ditJGYH|KgFbs<ey
zZ`qv{`=mB%%ptiCok3@{?7p1PljbnBCi|NJDhRx{T+>yQ?d^DCm|_=urHD0e{WUBs
z3~7;ptF{1!t%hN0F~$SlXWnu73GteGVANhr&MZsa+M~~9oyuG2pgwsawkSt;(@Fc}
z%oSo-c8Ts}#uq|x*}?s$z{Z?`l%cL5`X&xBw{SLMnp{MO?zL2xoh<RFEp}|v@xt2G
zL{rz}rHmlDCDDAVrM-wpU2qd6OBZR`<}8%Ch%;GdeFY_Y>_Iix^JKUcXU(pM&sjc*
zjOD*%BTA!Hr&z&4PD9PtxBOPM3&P;46_+aW3`eauRc^K09DmK21bIbAx3iwi==gq<
zG$<#Wh&az~0-f)7ma*xTeJt}-Y}?`GU{)~V7e-cu5|9%}BtY3xoP2!geoCkgHQ*~@
z+NTuuMUc|_on7*Pj|p(%rB`4$5^m4|stnJEO0=dfB)(IEcselv4_!t!p4axr6WUN!
z53w3+qRmvkj|1gMMZ9Oo;nqHJ(5}}^l!<i5?jbLq$#J=!TCO>M3YY@Aa}M=8B&X!s
zNW%=i7mtrxz+g+}FHg6te(%=wScd8yxoh%8G2LjdwM`Vqtgayu02xs@{mQqamg&oi
z&@(x8O-(cXeLW$;ZhCL!HMn$?r=KQ_;1w)SR?V{6u%O&_9g09f7#0@oLV>oy*_B-H
zU4x=iPs8`O=$S0XaL>jZzo@^c<`qHCek?qc%9}#q$&6U{t^^S`&0X)5&-^sSvS4K~
zPOLj<VaQE21f>W1y^(lIsC|F7K+39KS7+tXb^RQ+&ugko@~opQ-J-yGiv8gdL}PgB
zFgl5~{)Ehdy!B<blUejux@kq<l9b&trH}Xub6coiK+^zr<F;T&Uv^Y4vZmFgRI;6%
zIN{Hjp6uGC+j;|E)kU-ky@?F?$eeg{s^)aO2rIgqseo8F$W2FrVq;w;yy0VY;Q@3K
zUmP5^Cce05I6aCd=CsYr%Y!XLwAR|5s@!aFI`Ena7~VwQoaPaIhXeDmA>TXnvFbt;
z#kJOzev-!%PaJ)sM+RfioF=ZXQ$~xI#tn5F(0e}EPbk~UJ&c0vA9dSo-E6_dAi8W=
zu!$J#%+wC?UC{8!BC4opia{C9H@UUcHV>$+bmhKhkQ#~9xH0Y|O!odtEq$2bm+$BO
z9zpm4ZL-rV4obP9FwPfRK;sUR)8Wj};XONAA66A*Wt4YrQx(SE_n)+eW1|ax?gId|
z8%rMOOp6l`G;KLH_?5^3sW>5<>?^X4KBnLI<xO)tbtOX~Tk@RG@D`_#_hdJw^1v8T
z#0wu35q(8#>|uGL>+DT<I={j@QpCJmL@vgKY}gm4V1+UM&&&o&;s$Ao*!#^Nj5R+D
zFyE~*Y|JdT!YzIe_V?e~YB>HgF{2qdA)y8TG1f4#F+99&tRb+qwu8iO{2fU8pO}dB
z3R16aOd){?e+C=;4~#Vr=|#SqeT4LNE%fyNCF<_>?4)&U7n+}(nLu|x0dseMCg$S_
z$<Cgud6hYNe}1ZtP`Ki$o22~>@8G@d@s08>ts+!%nx7%x-$6nD552go{lxzKFOT?$
zetIx><?E4gO<wilFQwSKfB~qsd#r_7G+k`Ba2fxKh5j>q`R}rO-k^H=Y)h?Nr@*)e
z-xwc&4)Ts(rg7PA9IjRB{w)ok=Md(FZKA#M`LW7_gRvg=2p+&-n9FK^!tCtq?zL%3
zCH%jSM*jVqPs(tiS(~F<EZfoBhug$0mlzH`H&>#{R5E5m==&+I3<~=SsoV}btu1v%
ze}6by=};PfT6#)Zqu1G@x_iH(drcI1ZEhoZ<XZXJdwM{V>q>7-feLU3w{VyCFU|9r
zu%y-Qp*@$qiG8AdnUj|j)k&Rp>ct}UJN(?(HJRdE73(w}fGT^>!KCZWRHZ5V+nE}t
zgVpQnYox#RiV=!fy>yFom-K)%C!obuq0gq;wNc|bH_z23+qJPi^5SdW4&~mNA<UV(
z`_go^#XQ8sFxOIN@wbX1dZHC8l#G;G%+|%^r0AqJrEIR`tvJ0WoxO-h??cMnZ&-?S
zfcRWdAs>ok{<hfWABM;4y#KXlWN1?~=ywnQ%NR0K(m~s-*nGBSyEVE6d!WfAGcUa|
zn6me5m#57-IcTLIYVF$T+7ia4IGVg_Z8k<zS%!Rw|GDGksg?Wq+E7}vBY0`0FOFaB
zza2-vo|68OV2o><3yvF?o0VINyOPJDPocK?+ncip#Z>I|I65r}>!Et;+OpJVX}gA>
zA$_C`*{LoU{);dr!Vdpvfizy1SoPHUmG$Y(H)r5^oyn~IBiS=&x0Umw&06{Eg%)p3
zz|e^biO0q9cD=*yoW_4#x)nZLZuWkg6K;KObV%_I-Z;(aOwP{o4%)2v<5LX*)S5pt
z<Ja1(NvGP2`wWquOZF6A&fxO{0e>4zB}$%3g(Jl(v_rG|EZaP>kxeP=od@^(oQp3v
z<(;mb@vM7t_gi@OBA+#{e?9xak6SqZH!T9m>g$H$ChUPypF;Ua#eoLjLEWiyvFkw+
zuS_aW?M_JAskhy!vXeWe(e;wV%9$dbUC$=9#ax3p)y>{w+s0RotJ){z0)KAM8)Vf=
zo`3o#k7p>x!oA$E?qqOqP$hTY)g-F-VB%GotNfY4CI5d=zL-K#$G+`W18I}^%EiTn
zi;D|7z4qm19?v#!+CUeGdgc8=LcRNrhx%W7L8ky_eJpR>7_|8$c695~U?^86ZI!A<
zv1u%dG5OEq)(<vopU_D6&srs2Nr1|N7xRMXkG1wBgwAt?pThXF9xy@+@70j$Z2EJ~
zI${D;_+D&&e=d|dT-N@0R4M(RbH+dk@AXd)A^dZpl%ew)j`X(vBBpoM{oQJJy?aZR
z?*{WNLA{e*2%`E&HQlMITWa`DGv5-EyNT!@8F>fgc{lIg5|cZa@mqi1!Hj>KN+4o#
zhnauxU);frJDBl%2D!bPatAZ+V8-tm<hK62gBf=)<M#}5OMl+MjN4*z2Qz*Tk~^4j
zOHA%|Gj8e6JD70?GycE93^IkYBzB8Ah@BC<+y(HsI;tL`#xA+lnzuym-KXbp%B9jj
zESM0gbQ+++5q!8l;&QUHy}P@+y{!fLT)*2iJvqtgwEva;!Dc&t;nB@%SPGvTm&Z!0
z?<0sUuMuJ)ovnAk=XXyY!joQsgquFc>AT{-jhSyfe4<Ps|0qK7`fE>A*1qCS#ZGf-
z@9s?P!M87&-z|;qSLfT))w}b}0Q5d)cGEuo2JoK^N_*AlVuji%zYJTT=BQp9G}r8X
zO~ji(jg|WP`m-RFV$E8s<xYte2ua4}XhZ33(b~?rKN7w&?U2!5Ofc|fTHh_1&W%lx
zi7A`&wXms8ZX7XdQZc%GpY|c=#a5BXW77CNuJ>2^KtMn<gskNK0BQeYAB4piwd8TO
z5@%P<W5q|E`B#&nu;*C8$PeqLLb(Uzm;j_Wb4_mCG2Eb5P|-fU)QaI?GN;4N41_=0
z1UYJh4<R%S)qbtr*Q5bd@`S~%IXjUV=vVyBa#}?Zu9{+!V&BN+R2;o_6mxO1n`;56
zx2FZQ+Hmryv^P`4K#crUd6$q=cTQ`rR|Z2qCz>=vaSDA0pI&*L$)u_5l>W_%suKiL
zpqi_dtCOpnYmjRU1gRV!9}m|-@}0fl$h&NRk2;T2$TJqnpN2kYL(E&s+vDcp!9OqQ
zIW$6t8PTO`?ci4Q_^%8B$S4H<9EI8`u3D7y4NYa`<xxRPPCh(@JiM14g>8ARjV)z#
zu@E!;$^nmhs!nQ`>To}^Q4!Dao4=XTX&*uch<%DzN@z-A3ig6iHV;y6A@xd^tDFAF
zkU}5oSkyS`giR?=-0(q);t3?vA+q?~HbedJzqPM3ta8&2OaI86?S93MT{e$J{^fei
zzEWS<j}D?Q{i@<h7Qfba=B~Vx@VAys7u8wWwB0IfpljNR%C)x8rsN;oq!y)%1w!o7
zQ#SN&sQm{kg?a}Ay&QiXrgAz_g(~fXN4q=;*2i0u5LQLXWqfrnYCptCJ9;#_-_RZj
z04K;4>7*K@h8g<&twK|<@(`*)Ia>rz40n;sEIGeBIsfJ3zWkM>?+IV6_N@Mm_VDeQ
z7=-dLs2*`yzzv~eq;{t2G#Rf_C#_xlEd>Q6#av<g_EBhW+#LCQgQ`18JP?ShXmcZY
z3mx9p8qRQRPOew}#IqN`OAs;O7=Z8_INjD^0_C3o;!D?bx6|IzIJa;8^OF8QbF;?-
zPY>uAv;^WmaHW0_puV%BIGH#&|Lt5m$M=Kf|Bfrg@n1RD{+k%}kX}gN-dI;()cUp4
zznpjfMWOnCd7AxS2~xwQ&`<=A+e&Wm4QR<7Svv~Vh655-c4?X|avsf-4>G*Gfw_`z
zMrQ2~f4;wlc^>ldwO>Uz|IlX(p(o5)zL!pZ?!+eXgtT9Wm=Ce#+8!GddZd1s55O`I
zdvtd2_)27y;iY<an&CJ03_r|a!E2tE|2t-Nd9UqJe2CrLpSt;b-+k{;CU(Z(z5FLe
z9Or+H5%;^B3I6}-=7)TI4{dC%^<SGmbcEiXQB!zk|Ge`x99ErLqVV$=;Q%iT70rx*
zH_<g2M7<dayEnW!*rJ((l4G@-Crf7ll9;cGE2B1a?qf8mTq}Rky3jE5u+lC+=WKz*
zPt}q)`zJutW2ax=gntrG^Dwqw!>_-o0|MuXe?pux*z@zch-=c>S+kQ9q{l2+-grNS
zIh^RT5zGDai+V`-t{L*Qss~u!F9(!OCw`@4f>keC{VYp9J1aBGA6-AaEnSt=My$Ji
z?6@Z7`0I&ba9l6mR(FZ`C6TXRm(I)rquBk_Gq>O8ttU(lCLR2geNVhcwq88UZU)w_
zwlxYn`25x$+sAto?FqFu2SKl1q4WGi=IJLeuU-WmtgYpccljlS?3~m#yOlPe?s&G0
zPkimK?TC3*5C;N*fWMzT4x$HYtE+MGPg9<J7PvXFOmkg$8!Fx35Ba**{$RY*JnW}V
z`qucVvnUDV4$w+SOTjTmygrDi$KGjCzUZ%AsVu-g*@1ZSHRs*`x8j<ao6j{@TW#;}
zpRL=k5ucm@V;nrPT#fYJ*n@}1rjhV?o$3zaM1QK*Lv5Y4^(axKw*U>T<RlzpHm+ur
z<D;Y*@<qH9p85v&gX?8OdhN!^qhHz2J!)_|TADoe4x#Q_%MtN-=x`%obJ%}2UpzPI
zd~AI(JLivd@vDnI>v|%&?Ail%c<NlXmo5)g3odL{=J~8n*b{X}4$y(~)9y_d?l&VX
zEg$|Vjq1X}$o0i6`t*r~rh2?_bsc}ou}qDI?#QD8_8oqwv$r=3-%d}<f8T!kP3LB|
zfS=u>n0Bzj-vhzH#o+bPs&_7M-h*dL?;_~;od@8>t`lGyZ$o7j2lw^-qPAxJ7{bY1
zZl-kA&GElAp6i+Gq4DlOxj%MX+_g*%ds^d}rR7Y|aq~a@+y&#|!O3@8QeRFw!^`J$
z!~0`6euRg25bk;W;~F0M=}!1dRqr3YrwHp)pP~1YG2{ceshhCy#gCS!f@#%~V|w}H
zS`gNU`|H#3pVJW<^kOkZ!cU$MAxtZ-HN5GM$;~tHoux{2|Ih2E(2IziKCC~AEg&pV
zLoH$O^E%+2r9Vz9){haMPDC(+M#}u-nm|aP<|X3mCqG83ETn{ik(fWOpF(aT^e?%8
zSB<;gxEoYY3GQSAq89En6$E|UDO|{0b2o2%pBV3EaR`{X10xW5_}>&$2@uZ60CwHD
z&M#N`=6}O)`m`{<?MA1nN-HO0dsoMj=H0`*D2F;=^B0pLn!-8P&rePk!E4fWyg#6z
zKzcPyS{PFOqPwH1IoQL;#rgG7=M_JoX_}vdYbR^^*V4+F+S1jw<Ys4VWFW~jh<O{p
zXT{!?vqrCVqkGY@GuP$a)<*o#(xvp%VoO)!EV|6jys8!i&%2+?p9$D({ai0hIUOBe
z`Cnay{Vwno((ZiIl#}i5R0m}7QUG2)sd<o?sbClfoN+E`JlH?lfouW)hT;|ufaV#e
zGN+5)-dbke0sOXEc8KFZ#`+rP?ZMUKk(B0Cevidp%TeCvj@Pbh>&I>NAW-ZonP^f7
zB>b_`+*#><i?Yl4W$(&n_07bL^W`bH>i41nyj(QEzcZr>NJzuO$HV%@eYFj0scS|W
z$4N=nQdO&W)?GeMfgCaUXAv6)w=>t+XtlhtGXH#)tV`ORZJU3Q&+goI&2*)0JFoWa
z5jtobc<Da&Pg~OOUBnz!2K7C%QP^JmAaYZUG?QDmxa0a2&sb(4IR(&A(y;Wa0thgD
z=+Dsy2c#=S6TNR-vl|X_bM5%8k=XpZI&*Uj*9Pt9IRCBP1<1Q?%10DXb!Xpt+~}9=
zq&ZJrb@MWCjACJ$hRH}e|5^h3eQI}fG0S4L9p1K>U%b}d>0FR4XXW|lk(4lPkX5u!
z=7rNm*V{DL)g9Mwct(#A5&x-f;HL$h%%p8V{VeUtdQ;Q&wRFR;p+q2(KC=3@%Hz7>
z>Zo9ae0%4g<ur+>blQz*b#wK_SN@AfKUN(CPl-Q=RQzi6AM2Z+U;i?4B*R}~YdU0g
z{$ao6$1ckE{T7I~NRHndF3f-0R%7{3Y^$;T_7=&)ar?C4e`Qlm=%wPnJ9Bt5akB%3
z_(IR(jXsnf)c4oTG}KEdn16fSy9aX*_C74^y?d|^;O@iTM}S8_K!AsbfA|RT@xzBt
z9>T*ve){+cA`;S5B!tJvD9A`CkZYuyPf(BGp%|b9p`nqXZrY*np`f7Qpntr6JOuI&
z8j>&E{Ri*}4<A8psC)_q0}Xi=>^(R*SXjufZjj%hV3FZa2pM18N0od1fXM0@lV`*S
zcw)iQ7Bu-UdnC+nti2E(K1avE#3Cglr=X-_VP#|I;N*HKBrGB-CN80%sHCi-s-~{1
zr*B|rWNcz%YiIA^=;Z9}<Ll=i@IEjyDmo@ME<PbKBQq;IC--Asepz`%WmR=eZCz_y
zdq-zicTex|$mrNOXkv0|acTMM%Iey;^$qa;!Qs*I$?4ho%@h<oG&B?xKh(9y`X)B}
z3;7^pq`gEyS<lso=%n8Ddgj)!hwZ32D!rVXoU~k&mc4&2=}cfwql@$&R9%Rg0_Sm&
z)m}^3Wf^}A{Uz1$4OFV=em=VgV$+~+B9HD=1F#*7#h&I9bcfSrrYW-Au(x;Ox~-JZ
z)Sy3)K~we~f53K*YNkEr3DBcdLnD4HnsPw3#%t;sjglh}7aZGYYWyrP+Xg`9n52qs
z)8pM~>SI46p7TXUl;XwxdLW{smj-6$SvS-<XsihdoNV2O)kDv5R5XO**otAEW|qlu
z1dMLbT1v1m2uDD`SKpt^F;<N<c}S6w9V!yydB0u?zrB270RbKcxY0zLy2F$sC^}yA
zD9A6Nhn!^0gd!u5vL)b~5nWea&KF^{o5?>&565?r_%1zcjJJg6Prg<;{xiN-Sy`EX
zAKztU{6AKFMqnuaZxNqw8G(=ibNBZ@wFUBsLy{LBHnB|h?!a3e=F7K!iG=@X{LOa|
z4j{#4pw)uN7o)7<5U>yk6u>M9SL<PfR!poWi?Ix<>9jg5>>)N9g#WlMKvvwQOEYgL
zo~J)z7_1+@ysoz6ivX)Y<(TdS4`oo;=<~5Y5J%~`AR<*iTco7B5?Mu@aGef(@U<fD
z^KTw~%x6l*EPXzkn3wrMpVmjQ{4q9#Wu74sLcy4-<33-Ni-7!~@|iALuX8>|e@K^x
z-w8fn=&7YKq@^N=40#?7`%Bcs?Q}{307$bDX|(wbb)@||QJ9wnbQ;D)But5gB9y(^
zp>RgRIYSh^ANYNlOc63xq60G&Lo2*fsb-WTU!5o>+E!T$G4%>75I=YpEhqf!_n#J>
zuL0d#T|utIlLC(if>VYmC59H7DgmdlE#`E30*v08RvV^<64j_fSP`S3&s_XIL}@Yy
zk~+!GDp9B9uQV`cl`Nrwd_1TM(;|A|bX=g?Q~Xw9S;ja??``dZf=eDRZZf+7L%f&+
z_V<V0udRr-Ki#j1WDqN0E8UF{%>%mc@%v<s#yle6EWUx#I<>%2E?j>)$V<ICg#0Zm
zcW^@m3TxTxasu*WYoh$Tbf5|+P-^^=7_HJXnqZK+)uPD9f%HL<v%eP)S7K1k*Fn?S
z2VOJ;zUo49UCx6ZkJp7F_6<JHI1+U(%ET5V9?W`tViG6>cXgEj@kT3Z&A#gE6QiYA
z+<QeJx2fH+D09DZr_1pgknMt2?NhPI(UqK!)W|3GKrBL{xF3{wn%nlgq;vNvzOSRy
zB@CvPsIJ<moU-|XaWVxCD9_QfWqAIXLGZ$bO8NRVd|73PWN-S#_{T3Sc4yMPfffkH
z)h4bbS&0YyD5nVNDv=bY=PCgk>b9|wWn~fGA~EJ`gYQFgn&S4tJYP3gi5RtXAAY=4
z+dEYMw2Pzq=@6LAYR<b&W=kE6)&1UjL8ZizyRF9^-P&6nk8ZEu{%Ne@y+AN^^duqP
zk@mkRng?=PT|V#FOV&nJ#*YJ<C*CcenyvtGpy>6x@_?+oQnqt=H&9_UO_j$;{>ai{
zBd4ZoLjeMh@~k$sx#k@~FFvSa2gP@CgFx5t6=5<Jp~|uxL#*E-O=PuO_q>oWfC=uz
z>(F|!!rDlz2eYlu!o8I%c8|bUrkgiVesJ;_6QQk*b^9(Z0g|Ga#ApXH?J|h>4-7&$
zHalEL9NvDG?iFD$9dpNf_cmjw$fY_^P9)s%8taT&34eY2`pBiZ?J0EdQX_V!bAK#b
zR;DgYlUpr#VAO`;012S}tpX5$v`W-Nj<?!a{;H`QWG+}WECwV7@A@j!GpQ~wPc?Xm
zl@6R|(t}mT=g><6M<mq*gM9~_a)U1wc(Vor+M(CAP0>T&#tiCnoR1tKVerntVeVUL
zo4W9)5c3zwX2ghyp?ynz`Xyw$U#D2abR&gcs_M((QA{`tI_s)7CAe#HcG-9D!3Q8?
zR2RE}pinO6QE_$K9B<r!aHKTCj_F+CTiVKLJOLWzCXZ9k#YIz^(Dxlqss4C<UtvAa
z+)5WXQLr)I-^;c=AD-TLDvk%u0gSkGTU@qaDI>DdrYntKg9`O)3O_Z;S7M?zT;igr
zGD95OFWNm{Js;!x7hQ@g?0|;?>BkB8jHXW`AB=5fp&-rJ*6B>zUmY0}e8gKYB;#Ma
z?_oRk#fa<4u$G9VdGNW)SRz_MTh`M)@2Vz?Q~w(%eCsRIu6Hx1K&3spSi{=)f#Ae*
zeA!wpdMPN}tcR<v+)K>7>mg}gZl)HUb=GsLEa`g7towYGCOWkdV!MimKRX`aZ(j8U
zsnQP1ug<)<m3hIS(Bx@H;d*}?Yz#2wQY)h}WyXi@zNyXPeoRBK3#i^P_xi<ytEn@5
zB}fGzDABobelbm`*nf$UU*96z^@DrYpu5W`+X)hC-V^Pky#uXqsb^+uXxmNX6|ZJ#
zdaB9IUE7t+j@~*#7p(6-)ar1`p?Tpa0ZMS(ZH*e-e}#p@Td;QZQn;=%qAZwkTa}JP
z(mU~8r1P+x!gTTaGZ)a8`6n!6_94BXY{#h^s4e9uSjn!H`_F6LNKQ~t+7C33mz)N)
zOKTjn<&m7v!xpRZhx0`SA_8Yl-@hrFV)1lQ8K`sBU}b3DRvG8Ri0{azz86d@iXOl=
z7q4|nj;7L)sOX#$)EkIE%(@?2n!}sDNvY{Nw%z<h1SW9uH0%ZnZ{QFZz1s|8AJ6-8
zTR97CP}lB-UAng&p+Q>3H#6k0rfnJ9^q%_gVRcN<)}RZB_bMdQqg0*CJtB)HU&X*i
z+n2VnLESW<G^DX$85qzEK4TvRMXL+xr>NjcxzX;Oh)<$O^i35yUdS3{7)2kVt?*%u
zW{1hii+66E+mm9&hIujBgZfh0hX*QWa^K#UvSho54$r%}aRUVz9pJCc5-s4OWeu&j
z4{$&)7K)tSW<C`=8^TE}S}uZqOJuw(xt2=pwda<pVe&9b_lb7LQra0T{)y>VH<fGt
z>8p(s4?j1QI{bin@W%WOsAtOmeC>P;c~m9W@wte`gw+Q1#zk0~P@ji&lO$NE*>F@(
zfBAkr(*4u^$qK86WH-}!v!fJt)ps<(SrKz3m1%Hl^O-#GS!oh`7O0L?rl`a;hWDl#
zIu6f-a(HuD-D&S{2tcM`C2B|et;g|0E3%?F1F(IKVyjI_r^ZiJWtS`QQAu7u@>~Z{
z08k7(isbW%IP8EQ_%OxhY~M6`bZ#KVPhM}kHok=#^W$#>$QX%Y@p()FiN@_j%Eu6%
zc-A#Kv?V4xXTN*jO%kjUd%E0KPi`#7F=(o>xJ5?(P}s;-6f&L-&Q*FH<~Nfz6~EmE
zfa!K<GmfvW`Cp$0UJ#4d8L{Z=a}b)g@@OngC%NQ36B9uyvh?plPvCFlPq8pcWv+`{
zWo5!^syr-?`PgHZ6>Bim2VlH>xw;Q1vf{%nWoM5Fsa<XA-SZ1390`wUnb!0OYG6Al
zYvM%fFuq1`q(cMGv+iEwjquddQ#RLY6N1@=CWgE7HUZo(@#7pJ8Z7S`{|2fn@&>A2
z6VPryO&y`h?o(M+(I5c0$9lM350T$@I4H`s*t`fucC?Ee0~V*1_Un@TlfVd8!08Q?
z#Yw^JHRhqjH+N!>t^$vG0J#bNX4<A=w4SGS<pMT)<j(UhD}c;~G;M`^?nNbdH^>ml
zh4Mk8wX9apJ$;S)_2&2;)yihg4IFq!JJ+b-&vlF)%xio{-=;c~O!L>bsnSV;L4#bO
z5pcyBy$jHZyA?rFB&|uuhG<2ssbQt1Wew%+jB29nJ5@*9+HrfUb_5ixhD%E2y!9ox
z1z%HMJd|EIA9s_2*@+N#!`<usQr&q96bG-gcIB3>rBoh}X6}r=xPdZh`tbP%>g$sm
zC}?2nr730TwIDav{2qFMq=G1RGiHZNXo2qYqBkV62t=hk?Afd-ZBJ@23;EyQd%nY4
zu)@82G;ow}`x{*eKa=GO+~FaGDAtlIVK+PD8z=%s$dD>s_Hv(Q=N)j$BPXk~KtesP
zsoe#<KDD?OxPjWkIy>pwtUG?OtKfJ~oLNg`#c{xm(JH?y(|7{`$`?p6+C=bjje&-m
zmB$V0wHNj02Il2};uPIE&Vp;!aw(CP6{SI8*9bQQ^CJ|-u*9aIy$8=<u4{_61DkH3
zLL8MU`(9XM;Mf2pT=~H85xQQYo1Q&Dm#X2Vx@oR=HiM>N;O*v!*F?+dz~IVX9XrQ|
z=>cau|8&uz((K-FlX6pO{NN1~;ikg+IcZ0G0IXruIzZGBsm)-NWH^U$Qwu4SHDJ3i
z5$<*Jn<j-(_IWKamE^?ybJpJCU7F=}MXBU(^R^(nMULW*8PzAjAP|;Doze0D&-N~W
z{dDzG*oE+AH)~7BQqV_trSNMzYR9UrU`&}cHPlUJ%^JF|2ihHbYpTctSmo|^+t(x|
zS_)D$-XuViGwSxl$Hym3OU#go4Z|$w0rnGHF1Gi)?caFHLBmb?d(y!yo5GR8op4so
z$VXXJVCuuA26nNi{!z5%DPX}N|Jgl{PafH>o6Cdrq<lx6Ms?omnwj@IpST$>gy_?6
zXZlWaqHV;Ua|QPn>}nH(dD(;sfKl{+RNIw%g@JM5kuHJfWh1gaMjsr4w}J7O##B8{
zbcjwsE(qvKyysgNoTh#bY6F4kqAF?zr@-_W-BI&Z@SLpkr}rsnm((!cSxJJg>oV9v
zIk{8@;^OvusBzb#l!Rx}*Q|;+Tb<iuPptF@nE?t@8?pdnY_%3{(>04{EjZ3WOv}3}
zd8b(W6h%-pTq@|`=PRTRQ!h5P5eVB8(56on)Lf|J2QMFkCg&c5c^i&P-;-c=6}`C>
z87*3=h$aq=0mtSn0^@I>Dz#Vk26rf?82aH{3@US{Htav?;RGIVx;`-)eoknr+|_z+
z9`X3XvEbZ4fX24KKrG?Ky-L@Er6JVD%i<6F%&L6&M%i@$b`0`Hm*cd>E3We~OLTjx
zhIypz+5LP*jdOk<v%_N)4!OW#Fj4?*#Ra(^B@}^f;F&`E)Q5)J2ya8OnqhI41ip&&
zh1I%wB$EMMEA0DStVisAJWA#+CgB4FoEWP`CUe*$M*@SM;;fy`ZGARmg25`UvQOo^
zq=`fyGAi56qo^ClhCQQ$zK5gIuT25czFvCSOw1aUE(SNncmyn9(KwA0o6<BicfDFp
zh<#Nn#=F`7rB^)M1ypj1+AcD<L~6K9)YSg@QrOh$O?DRM^rki@SmYejryc|AOk!_U
zneRycUl2F7f=mP3Ftzt*P=@F-r821J0FiN1^Lc?gD6%{%d7M<cyoRB>5J}?Dg&yM-
zTy-?gGG1lB3D$^~v>rJRNI3hnbZc<}7)t#>1N3zi^Zgr}T}>C9NaITT!Ih$~Di6X<
zhYxo#`z$P0ocuA4iY=5tSUYc4%1jl+!IH67+em@E<42%olGp*Oerp>Ajs7njI#z*)
zZb+RfSk50&p7K?is)MsY;Ah4N%i|4$F5V>BJ!`CEM%si?()v^r9nL)b$gA+rx}BXN
zst{R^ze^3><0%~pERFv`F|j<Dc3{%1+tO__Hr65Ly>67U*)HDXSoAX5x;lSIPKA;J
z;ir@0ar}TAD0+IuU3a2-VpxyyhG|u>a0mEDy1-cFi1%a}8G+86g7B<k#@d86W%|>E
z7$-o9ktV_cEMF(2B~x2hQEd0qfj9G)LNQ}r;^&~GjXBbqMuUDI?_JI4NS0u6R)gM!
z7NQzn>M!Q5S~P5PvhH)09UD_o+TDZFHmVPbO+`A7w)Iq$J9()`S(<TYrdo*)WMtG^
zK$miK+4VM2Y0e8IZd+2KxAB(nv-Ak*1MD2*tf=wGK#%ygMwU{Rg)Q!pSE!@Ia>6`f
zZH<Hmyi(8;4(X-5Qfz^i_P9?d?Rlk`q8V|Y@JKAzruVMZW_{lf)cYdL!Hwvbh1$&@
zFpQaeM3zaCniB~bB+)2b3hl*QSRPX(*WesX%_Ejp@lA1Iei!Evaq=S4XM0;*Sc3h|
ziRQP~=>J;8+q28v_5WQh0QmDR^Y^{u@4L*btW3X2v7Ai5zUAQ|pqJEtYiMgkz{2_6
za3fDZFJf#4iOvOi|BIi-B1I_~9LC3uLqLX=$QSAsO({6)Uu0m}KUeT7;^fn&6U9Ev
z+1TBE#iS6s-TEP4c}frEV$$7x5I1EQSNP>zxT;i(a9wlyknJnKPBhvuk(VmErIxj7
zj#@NyNDGEy%Z5|t)#@Wjo=n&pVVh(^uh%FoZ8@E=#w&2{KZsk5YzjXgRUosQA0di3
z5AAT22f3+$f>M*ogx$oY-L`skYC9Ia*MUod`KoUcEITp38P<+zHQxWcy!;TycXTtc
z4Xa8_F=Qa`b*pjfrE;75Ha9GN4jY4J#1!Wf@<aEJEM#rcg0yo8qSzE<ivlm0kJAmE
z8U{n>uHIGdeA;>L-2wZUj>VLgrO@aNN)Vjws46RWk^q2oSec01&T(SIk~bIpks5XN
zUZl+s;kG%9S{I5&kgqvW<~^5vMn-kcm}L#lzUt3CCN!Nm$rvfz13l?mWJD@LJ|n$>
zGO4;btXNcLk$U?mlX`V8I#ORO>RBo1-A6b_oO2-QjP4e;nY7BnP$fToc)_xUs?Mjw
zMm|XEg3$5ASX4DrobY*3tU){FMP?}(2J=P01Zxus$~H!dSio{wf?k-sIi+1{7-g+i
zAxK*Ah}!zOZ`EjS5wn?>`DA@<+AI$SJ<eC@jh9#aeCw2vTpop0<oEo10%qrtLk@z^
z@?EdqPl(823ONhD7}4DQbPqUb(tw+NZ#n>5VptefLp@Els2|t79?E<%n^71x35!0g
zLrKO9j2etT!7=Uf{t4M}%tGTQhSalTw|Ctu^_malFD_IUm8FS=6xfnp)=TO7Bhb{g
zj~5wF?+4zO=u3CdJ*QeY7~Q5rf%)WkiB3_(NzSr_|H(euShzesInDc(`W{rQxNXk|
z{YThpdweh6MB1_(yc5SR8JVwdkdOR>z2(R7{$X!n|7~yKWV|H^KV#X+zBYuoIF)^E
zt^d}RfceKE0f<n@>)Tk^S?lWCK;-0?E%T)XB#PZz+wb3e7bnO~Qu=zvuLUg}A8LH(
zmvgW%5wLQyYJKPM>%WB<86k$!A8Ef|eHT1gYYSZkeOm$z$fb}70llKWqb=mDfH|Z9
zg1_Eh{(2WD(7J8OA^4vBr417S<B#BY4<Xl#|F~l1<0GIKcC-~$u!Xo;{c)qH4Ko4L
zFUGs54GRI|uQLv!kVH&Bi~c>42&6tg%B85tOu+oz5Cy4{q9WuW-y2CDQVjxnRhc&?
z`ntA1vK2SyWQElIm&aGgCpH3BhM%`WD#6JNsqL>!AfMPFzx~oLkWVa-bU(xTK{CDF
zJbxhTvoieG$ojWp4gUAs*RnGFD)8S=XWY53y>nmtgEjt>v;LDRap%7F&VB8j``SDA
zwRi4of04!@G_pIV5kFa-KPHPirxCZN%R3jCKTj5ZKX7*E0`oT6^v(t5Z~b}ao9Y(K
zzH@<jOMl+^rn==h;tpoq!Hioia7#??V8$KH_}v0`FyoeJ+|r+SFyjtp{8@kA!HipC
zatAYR4U)Uvj9a?&4rctGWbbw}?qJ3((YU2Q?_kFN@i61geeIq5+B^5PkS+T=_qBKK
zYkxZM_>FvS&-;I#0dML5Ki&KvxUc<5fcj1vyY0UAC)Mg7D%md%Co97*CfZLb+dphA
zdIh^TwoaB1TH6nD83DbDu^xo+`R`l>+@eZ7{O?5iW@Y%v-}(<Ceg6xC^j|%k&boM;
z^;zTC5_>yg5I-Um;L*dxJZz7o@##3Zd2?y7Bss%V>Fn%maD2eA88%k{%J1zB4h}9H
zbD6ifndF}?g{OfD`b1Q6_jcC=|I0_gB`o}<A^kG>-jPeqDa_Echda{lAn*L~zEfxI
z7Wvt=j%~_uluzYbIv604EE9lUTkBx(fl6QFf%Gd28Q=<tZjKFnjS1Y2x!A2f*$7O+
zZsfWc_fC4wXMYfTM(?_7xpmTcx<;=%bJ3`KjefjJ9nX#PmWICNYG;Vg+N$u}%N;j1
z3<z+^q&M=Ay6T3P)RuaKKXWY!Kd%#12WmXMsSk9km3WsjqLkL~u?6O|Y>}Vep5=hq
z#f}(#)^yHw#F5<4>B<$<F;JxDZgX-X?Km)fbLn)6-i%i}DS-HOzW#_ke*T;0UR7#+
z4W>?OBmOFRxolkGlC#~ySvH%*7GV68y?gd8SRA&sLj2<C^jel?j++_KqC^;{PlOLO
z^r?H1q|7{49A_FrzAR3X2+L~I?3c_TGw0cl2))7~NopsdK^O>p{slKnM~rPfmFb~1
zt2+)j9GA5RM_54Ia&DQMzBn*|H!RLV#=}{i9A9)blpL`9<?358G?`>th^^nGW<QPV
zr)_H9Ku)pxM~d}d{2fYFoZ?xI$~y<n-d$<!FB3B)JP(x`^q*eT=-Hb~Z)$mNwO$#b
zxao1lBi|5{v&T~~hpo8QTxEPjh@K|8Ux!So!$vH@P0Z9ReM}_6MBBHly|=#Ralmta
zRO2Xh_2#*ZL`)LjXu<_L$Wgd=S})4`W?%oZntpkuv-vQ32t1N+Vt`xUd<1e&{Or2_
zz-a6^A?W@o%FOO{18R;~lJC~OBMqvhNbAR%XA?HOV3wj%SF_AcJglx$!wkonkd!lA
z<aoWPou`rme2<1kL^s*>P6bx@YJ@5Ld+;ZSpzyF6F+${X1CIfX!O=xEu+$%I#|p0m
zh>DY#u%XI<MfJMTB}rt%57^zziCy%0-Xurl*^P{SI+&lurGI)|5TLWX^hxQfA=UPU
zPCRprGUFQoNw#Hk*%bsCkDC*Z8$fd~|EV{>W9=nq$HheY(^_gJDTX)nffk)xOV6Ym
zS;m*_S&}-;^lz(TSx-hFehbvY#O9Txa0*oXUokJwe$y#i2}`&2NehwBcZk1C2aDoN
zaL(g;_CV8^7{{IE0ScwTiJ4|ES0AL@+}9XIb;-62RaN|0cD0-4|44tj<|*C*|A?FR
z^yqUXL3BBUqXM(?b(fZgT4e9Y7-VoQs+={U_YzuVLaZvbiuVxy^&<W?Qrx0}$m;3i
z;E<q*K%Vk6IsVDuG?gd8)!`NN_)Dudj;3EDI1Si9D|?2+T4ioqL?6zg;qE<%gm1#F
zg{q;r{uXvk0lt#aWqBhrV9XUNrk09RzV4Q`tkKA&>7^%ff$RS$PbtEe-ND$sT#iLl
zt|6%B<lba1KOan#*&-ASfu#@RJiUp-Od3mHt0)Xl6?|7Ht?W6oMtg`Z@!arBeUuRS
zqML&Q*_L9oLJaf7een|~l~=rM*#-~ZDX?#ekuIDqiUGfXlW!hBY_}v-C9IdZG)9ce
z!D{#7F5hj3QE`IDguepg-+*tdG2dcATef1XQ_B=*9BLm?=U*ldlTdtkZ)FhmisuTD
z)^&5tv_E#mk*ukKW;u1z{OZK`p-(K0<Y51|$RNzw8$OXY=2=W{+^szkvR^zpj?j5k
z!eL+z-<f{NgxC|zFnMJ<z$gC#Xs$@+-~XD4-N0P^B4BkZ86O`yukd+K*|k^o#<MQL
zYgw+Cq#bVr-o*w?9V51CBkr2=4xaqRT4A!88Tf?v`A?%uOqA+9_Q^e#6b6P#5d)}a
z$<?nMHIJyE)Zt@cJ}P2X`-Tu<*gHrO&B)wywxH%`3#8fO*YcjE2n$yzXQ5@dpWtpi
zcGa*OkOKE;lgjma;NWzG|7t|DUq&WGLdPqS2q5PybwwnVO!*EJB+@%XWn(mHc3-s#
zd@w(UW#zIurM}?GG^=8P-yHQ!fPhlWs61PcUQ^08Jr(*IzZnmK%UD9bFjDlnP@>lp
z)UR9{=JThPBWnmQ-{dIadF5Y-*KzBYX))X^Ob^gnAJj!;8L{g#^%ajyEgURPH7vLB
zoj1Yz_|y92CycJuD4AQ4Q*D372!$MQIlO7p;Be-x5q9M`m7ExH_}ECH__6iMVQ6{i
zdTS`UC__1agT?Co6?n>cls$7qEnYvFV4~X|b2j=_L`&5^yLV$P^3aNJB}tzlt>}}`
z<u?Qy3FA0pDVkB=Y94;LIRIs*H@1Th$r%QQ0?tdJ)=odIesEVvj8q<c*6Cy=6ligo
zEDDd^lTuX6*m%{PD(ZGZ;ciX;gkk|cp=J2A2}`Dn&ncy*ea_k&L565IQF?#k8v)Nf
zN!u<%FY_!0&&Q9-!tW~{H7$8O@%KM^!p9jawqhz7yW?#^1z$hsGb&=qFmm}7Ju2wk
zb}NxXB+Z}<8Gv`5n;#cuQQ$OIFkU^&fINZG6GpZVPmqRvN7P)fZ(CPmrg}b?4Mps%
z(6Rz5`vZ#b2eF$a`s*e7n|=D54d8X}TH4K78nr6)QteXWV?&ZD)jkKh)Fltf2~6B_
zp?9|5+o!m;1(UAQ0H0@cAY>t}lZqHI?HNIruEBO+*(aMS{zPLfyZI&|8E@IuSkyWM
zIoTz)&o#4*+4OaBG7(sU_b5%*UnpD+>uvr&0G2>$zfTb6&w=d>v%1tHL{PO$I!?Ue
z;dSH@Z@Fi(B{^vncA76=1nphvKD>SWYvO7l$l%SE3O$LK(Fx>;?uAXi{F$eTH^H*d
z287#GU7`>C<InVeB42`8jviq$FuS$w>=h<s;Bk(66H<Gb(^v1A-!R!{n9MTgk7MC<
zd#`^|1aKhbpaxaqA=ku26+}{U!a?I%vsVINad>bGMfc$?Y#L9(=c5HE5M@G3|K@N0
z=HI^z*Xl@g%1Uv4nBj>|zXM<nicBd+W*H|7fBn~g{j%r3w<$N2FmXutd96ph38O5?
z1tA5Ry%<cI63+FI5UH>91tJ!72NpmSVd3Hb{XAS4oS!{NIFY#5J|p$@M2xT{U&16W
zd<M~-?vo^PGI++x=n_a-<0n+@!hy<QFAj;Wx8_@AZ3Hc9jOua5UT9<ME9PJ7PUD(-
z%K-<T9v+fJMCC2d8`N=e^N}3QG^H=30ad_*KS+yzylRZTPUNQ)NGO}gfEpn)ZrIUH
zkK`rY=h`D~qMChYsfLF+SA@xRUb1p5)D5+&Wa_5b2C^4F1p?(8Le68bLI~fmOD(uo
zwjo$*Hpj)V=zgT%U<(e+U9K%a{i>S3`@6sU4=>|y|MqW{k3vrEP~djecQJhK3qS=<
zOcW8JOSRhQWzYZc_kaKQDmOK20?nWMf|LxVM_eJD8#TbZum~ZN6@euM(`>?t*{im+
zOM(a>+~cs}VzwT!+#CQjraby;X4Jj{l6MUnf;{sC8?S_xcoXB)=cDfklX2TUN$vA+
zogK5OeKV%F?pO#Vtj_V~=1HS&T*3e3of%gO4G#F0cZ#-DJ_pQ(7GUoLnE4Zsu4PTg
zJ<$od-6u>tWIRq{;FN+e8Gt!KA#lhXCc9}DSr&p6izwp2!kvb0Bg5|82$P*m@Q}hV
z6(;+fW^>$qS7ClKWxM=qBM=UhZ^)?}!Z+D3^IhYx`?F?|=QW+2ZhxCCvI}y~-wNmq
z0;>)xn!fY@ybKjYVAYPY5?Wq-DvWnpz!92#fnZ<d<~I%MO7>Nvs)rr{w~;;n-{;}N
z*L0siYTvw}5aj#kx@<Hvl^(}=rlMM6iNMl<yiYmhD)3~ApGGVwd1qAFJhTN$Mq7^%
zSdMh-Ym6H%44WDrnP40mXrVivnyJYGB(FbFr<>hJfCg9Vp>&8sED>khu}NBGZ3?XW
zc8PD&osq9kjy?}xxiMQ0s=tZ(%=L$_8&^mYv2EY!%T54HTs{LJU<3XUofvbcDKI~4
zQQZhcY?=`K)BQ!AU*5`!xOX@SnMi>OvJvA>ZdWF^f^30Eq@(r)`<g!33lBY2GUXw9
zfI_aqC7-U{X<?c<eg1GdcHs|#02<&xiemB&w`IQtj{jj-butGV6k_3iEZ=5}kQq6N
zZH|;`%{dBz6;4~gKmOxCY63oW0Vg*Fr92gv63eT-!o1%CX0SqQbXN68F#9Tb=#laC
zo&WeeY~Aj|E54c8HletJs*Er@H*(#L%$b>z7ukvOL~5=DOU$DKJ|pb0kmi+K(<@5y
z+<E>kuRLr<0Zgz9vvX*9Zbk#I0vP7_j7z48batNvI|WLBNury;l!&MwO-p-CjMY_N
z+uAtBz7EylYrKu0K7I9+HD?1IEx!&up6eqW4}KMtQP`0aNt{pezQZNlYx?wyw2UAR
zRZoFj=Nnxv5~B&GnJig_=&AiY|0d>+N9I_P?sEj560V;GzlSI+l}Ft8hky771TK>m
z(L6_qrN4?`7nUZuEFW08W78`SImy+85Vr*`Upelk^;i{$51ae-r$ZohQNAhm9@^7-
zQVXuBNA%g8Q0qY&e48yMnRA{ebjYl(g`jY9W}B_&S~%A?g=^u=6nknAmH^n+qYUk<
z_S1S)>pwjY7wJCkdkR$^&g0@8C7c_z_0SV}speE?=2@}r3`BADXkLU%gWykEkI$$U
zvmRBk*_?yh1_uZriQoo}5;ap%4@P3gSNCIzg|ztmgfe}Ldr>4hlUJVn4igUvU~Ee0
zw8;l%%_ObZYq&7naX)^dt_xq?*Kn^dU(cC5MRMl)W7o_kt{jTePdUJo^qu5RL_$lg
z0Wfgk25fnLMAsM-pb4g#3?&N-zGGEvx|8l>rnNVJ7EAbLGCxg&70cFg>`f*|AK2Hk
zlHAu`Qi92BJt)DqRBQZCep4ObO1lhO;K{<r(y^<490VkB@(pe9O)aO`QxQsDfqbdf
z^ToF~swSsOCD14opu*8;9NWBfbhvZ003?4`W1U;)K&xO0LR*g)E8FFusQI+@T)Up5
zU4QQDadDQ|HB$;UG0Kh{NmdJ%SRDl`%Qst3ELaF7FFX29eh+Nlq1Y&4F9tc;;j5c)
z7H@ixsA&bInsQo2t-<&PXZi*-0!4+mmyssk-pX<mDSan$8bYR*#l83jd;`I95mz}G
zKe_6{O;1VL+&yYG(f%S8I_Z&ipF<JEnmEX($^a#<z9a%uXl8O-bPh!cN^}{%x+xq%
zB?W0f@MolO1u?t0pO*;p3x1fE@Jo*}S>CyEr}bQ4d?c4k?G&#u*<RPyLt)C~q`0l;
zT~+x-a<@jlHUd{cYwL*|MLLjKrK^|l_A_ri3g^piA%s*-e{EBeic!_%*ES(g)cy@=
zdXP^etw*GZPMNFdoY`(x&5@3&Eh*S;?fhxqoE7^s#cVz8dhO|uxpQ2+W{S5_uu9EQ
zuvLI)d$nc0^&G9IKebh<>_SZVru-Sy9}O428WBL+D5qqHHTnk39KS27(baSx3Mo4k
zsJ!UKL!U_^99S+-1jrN>HC*^Avk_;6ggH-mWz`(@lk==)bmsLJzazPy{~Bf<LBVsL
z@FA1YzC&-p2uz_tiQDyAbULPyFcYBYAYgLvPxmik5?avGtOLHasp58@(&J9+Ihd^V
zIL?L1c1#h;8lQQXbA=NH%b+Nph2_e_v>t$j$t?{Cyi0Ss*IxXv2wVlN_5KsJ9`sg0
zWilnqX_<cFFeWQN-A9dd=tQ|znC6&C%5r8?mHA=$S~W)=p;rK3YdvZ+zw#+t!?pLI
z6fCcD9PQR^7PIkXmu{552O&6LsrAry3ZUu<ATm%tg&)yV{*dWsG!R@SP@6O$$P1_4
z2lx;+q9<AsZR{^U%(evx*^oqc*d(XY!PHD5JCZexm<BX<cqIh}d~y+2E7ay>WTuU5
zmzEcVkK}&xYix#@T(T*YKqM&LSx{0BYOn+u((Puz0lS$Xg#(`hctT?;BQbhpf@%05
zQx?Lu_F2X;Be*54Cg@Y<TgV6yIN9N=n;zMnwcyWB#qt`Hm69z|M79<n=LO3*uEzdE
z*tKQ^`4%jHas=Ae^GVkIM9a|t>(B#96e&XDTWIi8w4PbuEtzOC@hp>{wC{N+Mt?q+
z<L~|zv8pjs)sszCkgAC^0ml}vCG@&GCCm#Kc}&52x9U%PxlqDxreMv9Ai$j4>OF!m
ze<#l_K95X&!PZ0ff(&q~?L~u2WCXl0nFD9sjKZ6f29)EsR~z^Pfwf}p0;vcrfnq!Y
zg>~$R7YPma?WLO#Qgb9FNleyiq0QQ+LCnG$VaK)MW}M__hdb_@^Y!`;!pK+NBe-E}
z-63LrXsoyzlwdtofNl4MoslPWemxQ(<E91wb|0qF-53wsyGx<tQv3e>)+32dZg-gM
zDf`EZPwm4wFFs}Rww~7{<v*SKS3&#fT2E=5)3WO8uWf1}(x)znylc|u(`ZR5OplJL
ziJB?&v>qtkq(n+79f1N^)z+i%?V=>-4}FT)aK~_r^px^MjVlP(#@B-V2CWAy+~$1!
zAt02k-GPjBL<lSInn(n;-N(C68b{C;>=o(?R6B+3fS@sHJvl#EHTBc4ZCV?mLObrw
zR#Fvp!PPj)ct`GJS|#yjem`@wmBqIiQJO*+n7-q>$B)@}Fv?nPhlew+UME1)Ool()
z(tWhB9=+@m^uU;n^5SE1`hM-lT9`cFdU(hJ(uTnKd}i^lm~5KEh5&nLnf6O#7p>VK
zvu{10VcJi+wgp04@Z@KF>rsYkrv;A2nD1PjQ=f9kpz!KWY53G=d{v36(jbh7{#Oqb
zW7O$pep5|xpaq-8m)4_TwU{)T^cw9ZBVSF3Ak5#%?ams_>F#r*X6nnn^>70Yfg*pC
zB9Od=&9gByIwFA4E8cR9l5if2G>-gS#uT&}kNQDdIx0|o@e!{K8ZPjVD#{~;q@R}a
zD$C>E#Hz16(a-o6am#g8+67np)zhHr^Ja2Cb93ga#OR?efIL(07w!e{{#11Y#pmg5
z-EM&4f1%TT3O-^V=w&a?NbY1>@R7&quoK9^<dFG=#ZP}uCJRk==D{H33G&l(ccgn;
z&u3`%Q?Eq^ltbMLS_>qk#ap@&Mmb6m1hRlIXp>?Ooo<4VM+)S_Ti|Dk?v8!Nk9x_G
zkG=_k(D~%Q3Q`mqs!s!Qzj|w$I}U6&4}=1_?*J%Tu(S1$msy)>b0BpQE%g~W<(_t_
zX-179EF(cU2wY+Os;wvLk=7$Lo*e3t<ob+bo|=Odq=s_pJ~;#2{N<-~ssLIgUZeVX
zr}ao*-HUjZjlrtE^}_u*djDoxKYuf@L|uiJ-w(BeoQRMu?ZD@3#6pJK(Ra9g)7#!O
zAzcFqAz{GBWZ+|U`#!SG?R2R5cZ<9=j#7d%W~!72nLO>!a3+&^UWd2!e4cDSsfEx0
zF;x8{Z$0D=vCT9;bV>=_3_p)j8YWkq2@XmV5R_JZ#%tY8Eu{2bv+t=nQ9LR%&wFVu
zwrJl`iB55bi*%oez;vLR76nj=%H*{ebKis+-E2K9r^Te{*sjB)G$5aD@>W~SPyP8F
zX&x7aX=I~j>g%<hdNNy&-T81pk*_}Mo?Orqxv;j!m??mX*TH}eQ{xCAMxjT>Yi~W8
zc-9g_N$lEr5UPiD?9RnaQhkw|HchgiafA~nl6oA#&va6>IetH6q0Zm&Ds#GBz=vvi
zn8pzv+Od5<t)aE7j?nnpdRnIklbH>fCzDgimPil>xPb{rf)1+W4HxsV4mfNwn2PYu
z+oNEN+!us9DD9&k4T0831+8*{S~!s5`i>mksrS$fVJ4+<@=LXzR9u`7hrKxDq^-ob
zZA8@x9eQK3VfW7Ii;tN!ZR+8hY@bz6Hgzj{J4+sV3YN~eP)%IojNu|B=24zzcV6B6
zom`k1#G#q`2Ce6M%(zM5;8027A?T!|Cjr2USELm{AXHd#)Yocf>&f5s0L09|sP$Mb
zU+xsBthJEH0|!b68*e)NRd3#8#c|vUD;f(<Y6K9|2*ff2dBjya7X0uKEDSOWWMm6~
z*)&YM9<gj{%sM@Mex~XTCNr2K3X>%|Kd9P0C)J+f=s*(W(_T5HZ0mU>#lO8dNE;ed
z(2mwqVa!R!Q|js@lQTK~giegSHl7ImLNf~;?ear3IYL@Rku4NRx?5`SaoInLrN<}6
z4KigTO69(N^#y~xD?L@IM$!V(8V)_|flz4ClY;;^MTUJxz9Txj2+&P18ZPX`J^N-T
z-XOp+7Uqi&^op(PX6najJ%J?xcpNjPlOk>F5jz|zfH@nt^~_(Wk|PV#dKk&to~x_a
z=|0uBWXI=`wXgj(I7k_0Difil1v}Lw7K9g$K(GQ6`Ucms5<(j2<E|F`==mK0(;9lj
z>ZYh=9MvR2(lm)0CJW?=$N%nkOm6pa(FEOmGYy&TwXNsz{QmZ4Vk{=0K?Ut*>p5y<
z7CWw5erF&U<2j63nA0rgD>`PCp`i>v(0Y`oB0XwNA*+Z8yAp7rqq(Ww2u)uzT=<%q
z=A>#`GSS0`Keq)4B0w1j0dg|{Ccx`kkI-USwemz0G<3am9|)L`;o2Ne^WxL<JO?7D
zKH=O<O;wK_pW=-LIQN(QEbqbiTJpdT2s{Bu-*EYG^xp%4`E{bvr1a$_s+-m$;|aC`
z$W<HV#mA|G9>QOm<Oon)vPA1i_eq#Abeu4Uu;Z1ZwdKGGA){{*@HjSI{i@fto6O`J
z%E>8*We3i){}yV@$=iVxzs9#aZcp$_#R3R10A^nf+$2d#SmNgLww_6k)YKD?pPAfp
zdm-}gelC+BENy5_O_`jxWBByM$W?Zl;=T{Qc^16`&OZ795y03eX9W#i(Ey#)I}V_0
zgral}mxx2P0#_}+4)-(AMp=;;B#dC*DMLI|t@oKW3(dYf=`Re*fmqQ}{`++84g!md
z3=%ZMg*OXf#*MH&gs=FU^DZ|;D#o^+0GNVhzn;)i<?NGJ=D6S8P4?AIPp`+tR4aY3
zQR4m4S`T_hbuo&_6p#vFI>=Q3lkxNptHPEhG&u?t(|uesmCQ;a`?`<$IB6{l^s_3*
znKqzrQ-G~0ZpaiCHB+rAAj}ppIp5avUT?eatcXbZ+!uOirsY-DIcZ4{yS5%P%@31(
z26;)r(u^>fK1?QOnhBWPQnHKaFgaw7pJ~nUvqqS5ZI?QEUl87l)z1I!2wdqpTTf3)
zr7PLQC6z*BaYnII3<G<wBaeKVW-`sU&~k)~GBX<?a)GNk0nRc+(dfnj)FE-~GtP7F
zF@m(L87_Pc|LZePIPa^2XkNa|<bV;v#|?5p%{ZTWxp@%fhLPS~rOgj+2`~j)v$j)W
zs>$H0n$3|u)9QfxCUAhC9Eg_YP+CdnTLrECD;rrZH1+<C-+JU|0&*1=eu}Xfj{pLs
zQ0J}3CoW0T^{<N3dRSmb*4lk0Cn44b6woBdh;Kd*E`9N@r33^xBZ*;Va^0GeEa#lQ
z_u;U><@Yttzv-uakGCxx=-bvr9&`uE+pq7m9xM&PaQh~c+o8(j>>_+1BtZ7d<SRqA
z^}Lzo-^_$rChDD_rA)93&D6MJ_wV*yRMu#PN+%bTf#4&RVc~V;kxw&Kfh88UJH&qe
zM*-@w<?wjxQKXnmXUG)$jH?I*t^`;!l(vHthXut|)9~MjtR+&_(UR$*PPdwW;X)8-
z*R=^kuK>Q*dRnkN5j!d1r{Tg^H`6Fps}To)pLPj1t_o0*^1+zO@B_9UbpenmfZAUK
zP(u`{0MmMsaghQc(nO`xdLSueX~LYu7?iU1=sr>`gW!TEJNB~5rbh!pm1dBKU$1_j
z2=VLF2;${5f|)p<*5lK)J7F51IV^Cp+%EZEC+!P)%kcz~08H<`BA=}%^0r2;gJ82j
zEGd%<_`zhkP;{o1$pTc8QX?;zOks|Va>h{dij>)HJ?~BW&pW?mk`svb5x%wcXbt%v
zkwq(TX-cTc27S0QOi+4Q>LjnwEJxAQV2zU_q{Tf9e6#gD)%LHedumkp&zgo(=Cdg@
z#fa)gWX(-Qp)ljmv-Ur|`1tCkM~5fTgqiD`p3JwN6l|Ixo9Ws?%%?2?0_s*AA1v_|
zO6izF<1HnTAmU&s-khajo`MyrRb3nB75le;>j6$Np<`UF0Ft2K+}6YAXfG&cm?E`M
zn)n~_gc5G#gkbsXK7k8{6JDzr{4Nbh_|^aW;bX<oc?I6qGimnVb&+QzB+>QM9rRv9
z9#;XCu7_F=ww{oa<%7wyca)88rpIvx8FG$#Ci1WTS4d%U3!zm&G>$U7o&X=jXQ%y8
z2%sxP#Z|Od>}@?XLH5<SzLWoMhBkptQBibK=_rj<IP>N()3BuE)W{g@f02Wp*iI!f
z^(NC&-OjP|bQi&oeNGx^9NK$CiwKbbX*lw`$cs-3Q?Tauv_|4A<Vhs)&T;fw><am2
z>#>FK)e)Nl)E9iZcE|n00nWGsG49Rdq8u4QNb9kjlU)5VTTcbBm<URibL>yX8)kH=
z9kyX2B%soxi&8Bx5{ZKtbp?e62NSsI%d-K+GQvdLBVW?@crhl|{k*v_PZ`hqxJ}b}
zbHYJL9OHA`=5uJq)w~f9WbS=NS~-w%PV0d@k|0u$&(=O=0bC(ik$<H11ZRv*bw~}6
z!(=f6zd4c@BTP2mQ`2M<b(0Gzj+1Wo5Vfu6Ca->zH_KH_xVD~jhx|t`wTW~eyrp%h
zt5c{Q!zt*_$Q+!sBqG_qQ_FhXyIN1`OR?x9$~Nj0=Gy|{4ckTS5j#gaoX2*<Dw>eO
zjCz;zt(O$0$}-bJszpx@S%}me#eTFNadAfY+*5#+L?zE{leKRUO$RLT)y))mkBhH4
z|3kGNWim<CE-B0iU>k=p<p?Y~MRCq~*e60ZO+c%%l|mI#24#&kk8A-qHfIAOZjy-J
z0A!iG=l8dy&*xFvz5lTbd`RozzXOlM1LqZpoboenyWlNXzwD`=!(k)z?jWxN-a#Hp
zb1f%>d6}G6qN%01<EI!g8RiMoOaU563JbDtg84lGrVMSgt>>WMe<EKeSJh_JI4Xgk
zdX4|gvIdd=)W7bdN2qj<$SFdqrVLEJj+ci|f0~bnIrX)pO|zcnt%uHFqq3zE52}66
z|DnB&jHpm#ZN4}}+0b6F?O95R^Rr$!oVKMqm=<SpV1`(^5ovl?>tPVc0yNTn=u*z5
z+=h>W4ZKt|HExN?ij*4}N8gMxq|)O#o1#|c<_AVj>YH)Z9rqJ{Ixh>^nh|c$igZ2u
z0*a1ZV=oBTi-S~*$SH&J%XnLl9pmlMdhBKB_4egwf=%}U6eCt8Sv5t^gPZ%FrU993
zQ^o-ZYVig`W^<4TCQ0J)39G<m&YL5X`)NM^C&>B>asru?v-P<7^;(a_K|ZDNCi3A)
ztK*T@6I5*hSd{h^)JaeY8BQv$R+E_$YP*akH#}@+lgBTP&y}lt=X)V=sKm|Iqe0~V
zXhs|I`&+vYdQg%_hM5K)(u(|umyTAmnvn?)wjMQ}Q)Pe9n4FJ4INY;V-x^dF%`vKJ
zj$v6#tSscAK@!zYmaANts6^e$LaGvtO1^R(sp(nqwYMHsX)hf?wQ356n&n%>;b!}5
z2>gt4(i6^Dn}vB}YNf+a;AvRjxAn-;l;5--;RNK!@BP+u?LNdUZJHfw##BfZYn60n
zJxT+jU0}Bg$N;JCC7ZU8JFd3xxOOK4$4q!+m}$JM`{h5E9gfKwx1*~wb~KYU?p+TF
z@#kZLAdn)T*7IP~*9bWLVC!+B<F>fqiHh1sm~5~7fSl|+7t`&3IfKJta#~MHKw7u;
zd@S!j<0@QLGU^NQkl_b!JyYuAa7tSt(A%^RaunrJ*GgVFw0EeiD2a=9iqf7GP_5Jp
zBdq16DZdhEb5>E9sSMMf8ob|n(nM68>PyX%#MwF{r`!-lj*Fs86e;tpVu$BHa_fN=
z#Aw=U@_VQCM8+j+o)hFTM{8-7?!5j$DOtO|0fh$gXfmLHY`K;VMpT!t@S!au7u?Ri
zo*HOon0#}1lxa@~n(@D_cGG;jycWCslG)jMLNGo|g1uK#(t0NHX+3HBh3Ja>ds|Nr
zQIp9yiTvSYn}|qJI>AaD(n<kXEHqs7^tG+$z3Kj`=ReYVew-iND)q`-X;bg?%A6|0
z_OzY|PR?fNZKnAI;b=WxK*&*k56N=nX{0tOLw*l2jf~J4%ZWqW=%+jG*PolMhfe0L
zC#@%^J~maK5a>g?=R7V7L^tfh9NNV~Ir-BvH{r*8>zM)w<m5;@phfrJdMr#A@abBv
zAx|4&mB7gtxZo*45-o9UKsVojpi0*I`jZsQ?qe6D+(@s{3v6ndWW6>#HOG*BBW)<3
zzFNiMDgKQ;t!KWU{zR?kV6yPbWQh)w<)ukcO|IQZ3e3UzFxjVc%;R5<UhP(2_6NzI
zTC0C!&L6EurQ|G)C$ital+k^@?>{rB&N~xQ3Du48L>O-!z`UM>>U=iB^ZYD8v1jXf
zI-CBB-~F#+JZiBJC~Nf{@<kb1ELw?!8Qmi$*3!eAOY72mTTf2iPlEMavx(xh<07vJ
zY>tb9RkL#B^LSTM-F)Uh9iD<_3s^xcZpYQ2m)O%0<{O{D33Ya~7gd=(_YwX>21Jzn
zx)I}*-}HCh%An97OnxC;ZyDimngUav5_4_~U)CT-mmX<AU=bjO*vk?Ox7|%vr0D?7
zM*K0y2;eq7hWmyIGH8C<&{GF`9x-CcYpsV%GE1nXl7(a{X#(IQIA7-+$a62dJD)&4
z+(z#!@^%+HkPYq&hv$(3WXRd3l{H&WqLvyLqPY1AQ)Y%&5|?un_w3@j<j+Q(51(y4
z*DU`w?%-<V2=R~y8D{Ir-^=8mKx;!NfxtOKs$vZEa!sS&9A+Ap;9g%Y($^UG_eaVB
zu@wkYR7E+b63Na@ov*hhBPWW+EDw9c%Fku7rj%5Nnrd-H8N_Qs-#GZt@^t;0jNf#r
z1*?t(n__3g0Gh9EdXz3^_h)^2`hS<^+jJv6G_9nuSj$N=LNi(L$!&_=jWXX}ulXEJ
zORj;y0U$F1@MudcB*l>kOyC$+K)bJdkI=rPvQbDi1<)3GH?bow&DH~xYjaNnN+UCY
z=V=NBK?rcb0nn8O&7-|s7fIWhKf6zeA;uV&4)z6JoT0>jOXhIL@Q8BqgoMJ=Lh<sD
z&G`A=)>Fbig7bCGY&}=xi%F1AfpDJNyiIBNgu{caCmqv#BTNPYK*G$MOoo5Ee-SQ|
zwI04<NSM5>=bGZ*%$=%4#aw-9D5O&Mm8}M$HTc9^5{gdvU;-sXm=t5m@U>5KNUq5!
z7m4WmMUC5t@hF~hM&Q&!E0Lc@RERpEx_Uv~sq+|{5kK?R!<zCpSv5ryA`8AM9FI(x
zt%oNXuEA7Y5*jVCWQuTH@)<qnQVMpu1Ve+Jo2@5hUX21&8bS4w50?818JNQ`a>r+r
zxh=+7;F+wtJ)!_n2D^aqyR@DwsX$Qy<Siyd0HsonV0djk&Aaa7DVs7#SIw6c$_W$5
zqyYg6AU!-cn=X=2Ppf`51yP703r1N1J!Yj6k_PIse+)N0N)^ZmPttv2Fdp7-J-lVa
z+AHBdrZ8n=kheRYq@3>~57G~`9w`8ttXXSE*Y0FfSj_|BWOB|?922+!XE5G8L~ZN&
z7!7`kRR>qqa=A(wQn?z0i^>{OMFZ8E;>9$>!t2N*pJt|(EmR09F6zoG<8(fK&3(qP
z@mh)ejH^@>&yn05Hj$Q+#9B1XXEe=y)`VksJ`fpoK^6=bzQ!>VS|(0haj79wDn-HV
zXrl_fYU2l5&r#`QD&g43cC(vsiD*PHgFJ@~GpUvs=j7%HEI&f)X*=d{;^N^<Q{biW
z;FTBi`+6nasi5b~|8nY({l5Od(30k{4G1PB7{!y&r<26rKK+0FwEN6s2@6l0cpk9^
zIu64S;M_Ku%?x7ra{2V9r}!)p(t)?4kjF_g9OD=}T+$HZPd&Lq_>ZYaY6L{@LY~7R
zByKCNxi;0BRxWp;qNv5ItSnTCnoio5g}%bjqcAz|{&|rJ_zoK|oJ^K|00Q~S<ZV44
zqrp$Hs$9)6N&8TAh!M_2B~mHqr&3TcRi>t9l@ZVDcq!;#el}N_%5!q^kxC@&Q+$rH
zN>Qr_rm8Tg9&gnM0TGdX(}1|0;j5cb7}F9jBbv_qfsq~jXT)Ujsw`DD<*`2pwO}84
z>uIG&NTZ@03;1?SGv$wwhQdSTnVN-RgpvBG<%HjvZhHE?T2GQS+p)X{6WVgK^@v*R
z*aE|e?W~~5f!Tm$#KN=;Ic-8=SY!}bT8(NxFr%MPvbE(@)F=Kkl5;qy({#|@e9q6|
zj{8O$P-qrwN9(~H(#juPk|RDKs>+fz%k5%2)KWg7R({T%u|IhIN#yPRf!1>{xmA#;
z!%s<n;_)++fdEGL1rD^yWcOi`J{8Ub4Ro{gr2fPBJP6}X`!)!mYgFQ9>%kV4lJ^K=
z7)?_ts#Sd{7Q{m~!}9CMBcD?ratMsNq8a;!jarEZ(`M^IJk?=SyORjKB@Pq@Q5m5v
z{cX@4_w7PqawsKAhTV-^Tkeqwrqu`wT95zPkxw?+Au<}SC5Jqw1m4?vY9u;CX${c5
zd0d1)rQ)rc<+e}P?p&Kx()1l$PcS($#jCjbl<${}!&V@$rTORt2WT|oM+rn)ea8N4
z4G4d9I%e${H4BZOo6l4C!8)EudbUO+yAyvycHqVzswn9!K)8JeNiy1lJT1p;YHJp>
zupGLulw~(rOZf35t>;Ru8U7LbBVUUQ<Q3h`8o7yln*MuRj}wJ0(t4g*d@{LbFzrUL
zVmDlb$vH<&Cd2la23r#jL6CisJ_5+j`H>Nj#G9>0P30`D?}RYQjn<KCrK(5?1$u|B
zCEm>obJUc{7;d4`R*8tmAf~aOE%4K()L=4=LGB@&5kFa@((IUqmdI%#4+%@&R`QP)
z+~L11Ot2RjVcGl+U)}V`1k(~MO<=@7=QDI4HrY`rrX}#!8r?e_OMsN8700Fk4Hx7K
zdLFg)&<D{)Kcf}!@l<EzB&C{_NG%z02Sl7<$}or7=s7<Pd->`<guid=5!cKVf8flw
zdDwU@<8pmRTRh4LC5{FpLAZgU+DBkaa&b&@CA4oG?!!=85ee*igyAA<IgBBp2h7`j
ztjci5eFNI;m~TgzGs1_qo)X@)hR+8rK(d&!cCsRbPk`^$4Xa>M<aNN*+T1#==RiKS
z974)knJgkTB1ZF{c>L=h+|qg?0%5YP%VanJ7A$th+te3|P9_JsJ50tINt}XUi~IC=
zFK9dedm(_XkF=hOCpIe2DsU*r!kuA`5h1b=W7Rvpsk;#JU9IP+3r19gg3@s`3q$Xq
zFl@T7WK2*yIE?4Va6gig%3{Pq7WAF|7k=F2q?tzvh)Bq)z;NMf9ecd>sH5Oke8>gq
ztA#lB+*O|1$_z(Dyb6ZOxpTg6>xpIt5a$gFOoB91GS1ti8>9xGUvm|t?A))2Y!vXb
z9nr%vhwz+m(n0Ji={5>U<ky(HODp$G=BGB1)<f&0Al(O1HJ~!*Ad;uVnUS<G+-8IW
z#5`~M>4Tm!Qm&@;K!7H@?<ogTQ=$;gBM4mafk~j4O+UzE4u(7f|MUw(k*}&t)@NGJ
z!Q}id0gX1Vq@XOtgq)*-=fPyf8+v$p)ZMn8Yu<m-JEbe`sTT!^EmJ7MmdLOBX+4UI
z(oXq}6kI<e4hYlZkm^>~3YP3gi)?{ussjUU(Q;5h*+M}Xj6_=$sZv$2Q5DPSN#0i4
zdQ_SF?BhI=t9siV!%dG&h#Qu$bF>~RLAA^zGBfr_L>%+^$<{ORdF{9;oOGXr!zH5?
zty&Ee+yM*O{4Q@j2#|~?-8pHblk&DW$5nxRQh39+*?=$vGch@uAEveI$)*(h1ZMdr
zt!+J4!JlR#q5Ek-z$Ac}c?>r_!b3C7Pu~%;rbBxTZUg}na@LX{v8VO$L9(c8l4WZP
z`Hu`AXgz`AprU<ep<(!I$lDi(jajEz4n0`$+>k+e6pN_ED>`Uf!sl5F5fc%CMRaMq
z$-bzKm}+5OnY^v%Cv7N?yN$7->z&p!`+_5)+Ei2KBdWFG{LLMwGML==f}<i(ac=Qi
z>tSJ1TH&WCR8v|{`i|EhrR^r0*sf|6_>^lr&v4Tt6HGI?cAkH4JAZSd=ks(LiAcH4
z#*xOVHnllspX>GZ4{kw^$QVfhoAj!3o!>fm$jEcO{;p=-G^XcK6;ZhVy;{#yKbgw!
zqVqQ&fdILu0uYH28Gv>iW|+FksGBzrnt?G)n@t=nz{%+%^pKr6pucE6bQ1CzuDL{7
z-N!})?fE%}JBCLBG|hagL?LRsXSjC9BQv$Fc0g_z(#Z!mJu>0(vU&{!L_)=~h*uaJ
z*`LU}#(xwQxEO=HRS0Q(ruBr$(+9BwEwM{Mn2ZBrcP)H3jf2U+kt{d&t><R0e;YTI
z?Yml!T2o><o+0YHT2C5>5-S^VFQOWzr3|lI*yWIS7O0jALSRHq>+#}q^c}2j(>Y#w
ze4P!5Cwyr4$-9qF2HlKA^xc1U-m7ma`dzI@3fg^UZ#|BS+%Uk!Pf=&YX9(mV?W>T#
zOY5orUo#cup(LE=s^P-dru$G`XvEs%CDz?TW<rXh`Uq)FIzkly=B>wtoZ>(fIIV{W
z%dFv|JqX*mM?$Z|eZz$Oy8;WH95fxfXSjCL1eBIdLMl4}A?;5RXBV(33wenM2oEBV
z@Dux_5XNTH^2F{TbNgLdk4>K%&qrI2t>f@yvJ{A2Yt{kbEK*x@0QiQBJ52U;ThD{p
z|4FAI?PRP{db}?XnMVrb!&@jKwP2U2C;8hDWG1lM3igsRdXf=YQ_*<qDQ%%|s?RY0
z7`bnPX?X*(5a$`uaWt~@GGC`ekf2s;d^^PU1Fa_zu|u-*;$xR4f?jbzwerMB*`|bj
zC1Nx7@6viAeN%QKxsjb7yn`+Og#&Qu$cv<$&cjSd6`R-3*9xsZ9O)>G(LHb(@nOn7
zAKE*#3|Zik;ih!IHayL=yyi&X)No%t)lm8ZB5JWGYd*2J`O1ll!O*^9{#v}fpTJuq
z;ZJ)mZYS_C$L`%xcC-c_@-u~Yg)Xn&s>wowsemSNwh)@Yg<NkrBYlURy!0uzFgY~f
zPh7e(S%Tcm;iTui_{nnU(eU@;Cq)2NLfRabew^0R8bmfjY1BhS+E@6{7*|7M)q%09
zLqnl#&RS~6<U7Lz(@eI+Ld)CEG$5+Z_>>3*JEbzdsXjGGptOv4wVvq4R1aaQvK|-b
z@8n|S%pBZHmyD|^ST&x%KB%9Zj5t)FvPF?h)Rr6M1r%T*+U>LOpYjs6AI>*Tj1wi&
zRN1FFFeLa!wjhb!q6$_&$;)-j?OY!fm#0=G#-szEuRnGHkQ>50eBicKba)QwFx<a6
zJj&#DoP-c4CM!T8-q{Fb^NKbo^bR%yctbvdJ@6N@9lIU!<UI?k)9h^2?b182R6{(r
zn?`c@;WILz$8+a-sP*u9(hLdHdFPAIBTNntxAoji{cqrAd7_A@{SVlB)S#gl)qVtR
zYI|xbWu-buoJt|rdJXw?HZxh(-x(&DX0jy~TAs5Rb)r#eJ$6xj9+{J$<#ieURB+<n
zCtDBMJZgU)7uyiiZu(y4S3$!In)~td^Q~uUawFv%NvRm-B2r)J!=m&Z!d3O7b!3EZ
z={rdiRfM@YbQ1A^Da+Y{wG3b9$j!8*!;OADFud7%D#A%9ZnVQj^Pd^_j*mF`;`P%{
zPq}6yWtCpgpTA04fIuTJfJGyKxBIZx=&l#pivy?_@FVqD-L4Vj?S(><#*Mnjv*TJW
z!eq$Q$eXQa`WCO+3PT3rOL~e+3eeR+<C{$8?Y5rZK!3Rt0>UVh*2s_6dZO(utGo*+
z(s`Vlf<{anu1ruhWX*BQ*&Flk3=>Q<*%Av=YqR_0kgW82T+B}mJ)J_YozX_KGqzxf
zImbLQA=+XU<Y&P)7pxKR>v2(}saB0fyU9O?@bAF$Pr;RN3iiXTCrB#!*CHiN71&+~
z#0Ubj?`Y^k7WjOniux6e9K5ZH(niB0fNaXU`x#+^o6`ppX9PnRaVgH^cPD69Khyq*
zo{=7nEj?7{E!!^Beq+3U@$ALfAS_{u^YJ7n|GdLu1*q#uG#2sD!?gBdYsHeSk1g^w
zj{=l_QSgNvo$o78G8+!_L27K&m*VcipzF`Ko`cCwjJBI~0e@wcrgLR7dIKl0IPB$o
z5|V&a?Cjssw0-nbAW)M0fNwoYfD{;Nu;tL-PtqN5*icixQWEv6tZ-F#&_)#(+8fmV
z=Ezgi)Vn1XTHfxH7mY}SYg^>3-XF<<Ru7{vjLZ^yu=Rv0a-po0Kbte&o|gHbU=^mO
zquu!bc<u1D1^cnq14aU690E0!kYl82j%G*r5QZeRKVW3=IZIC;^kg3L<;W_*MrH|1
zjQa{(_nGbR)lHA;#?dCaHt6M`k`Abu#*I7Kj1TaSxJk!nMpDV8IFlwwNU>Be21Psx
z;HV{Qp6VJX1V*h;;0^YOl#{`#__yx>-w7%`4%#?l3)_XjcF!(70<kcS9}cG$I9w*@
zSOQgkDj(6Yz@K1sFuB$wI*#SVhcm(tlaaYJb}^Y8Z!MI{Z9P9lLwVdugh3k&`Jq}5
zqUJ{!rI(S)I)oj8Q&UPT2WdrzsLD$5(lo2ouj;rnOfb!4byV5Rah=&pgbM|jTG0Ml
zxi1d>>fc3oc?-7Z{4Rv~wP2eLW)pHw%M2=c{wP>y#Z>Em97D}IJ$h;mC*d&vPAb|`
zF^qBL46BG?BdrpWh`bSS7&1i?PdcDF(PNOez)Ab2rMe8uNfQ8}krP5SHkSDVjSgQ~
zZc@z2kRz;c-%~!AX3)J3U)|@DX$XKVl-yoCv9H}l2cmdV3FR~UR<Q%9*>`3g9c^en
zx?X2;DvMWqZXfK64>vdyf1t#lV9sYQnI8h*54J#=FJ9nFJ+|OLLbgj<PqxS_PtQ(#
z13N!OZNy<VZ7uIS`B>`#NSF*yTfi2=DP9KE0%v%2F!`VU>7Ot<Om@VQuaw)io-4tA
z19z%*YF5G0{8X!?qX*s^q@$|)0UCT@i+LDEUA4fs6tBusp)?IM<6Z<UWt*me=MgAt
z4U$q>J1#uRoRqMIDvpu-Uh$@0*(Dkn#cO?ito5W|4+Y3^vHl3zZ*FZp|KIaavtO$9
zL<y5_QFwzRQ!q&@kNC@l;o1<gyl|4R;0E$k`qFojCKO7V@QPWzDeA`#<Y$7Uqq$(&
z)+`$?40m{9Q(FVyAZz9uE_`J$E?E*C?)e{d<j$CU<}kCYu}~4l*w2?XBT1#`7`KIu
zT3o2b4bA|(F6lnJm21-`?1D<9*I=0i2>f-c34Z&|tdYK0HDtc^SaJ|A-hQU_9EC4;
z7?S!;_?Yaxgt|ITnd}<9JwljmJ)h^{4{PC|2M)J7euUOT(xd9BTw;<_dMiu)@-y!g
z1TDu!b*k7SXsIm6xz~mXG{<BcS*Va1nLnB--snTbQ;$<VX~9uW3vFlZ=UY#@4_D`L
zvHp-IK5)h_6|-QKZ3@;|5gH1XhqOy9ydvh67nTL<j{A{<<E@7UN@y32L!_R9La=<G
zMd)Fb;lgmoeH)oznoZ5OiUaLC5@ZBAX(FvbFX~52Im4wR3({>D##u(l4B0<CNgD!t
zhObt!%q2@~bo2brnY>~IB};-*T91k_K3}l0GXW2^u(T(WbVCVs!7Cj<j)BoM@dkDt
z8ZS|v!3HJstpYFbRR<b?efAyq^^w#_iII>s9o~M~))OYPIhiaq^3oTdFxf9`Z9Qf3
zww}*3@CUbma;XmbNl58Q<y|3!z0nOvru+h<3MyzJ?fn=(umv}WPtSO^Q*TPF9f5DW
zs;1>Q$MXo9Mlkg@PDTojPmhd9eNU%$Cvk#hHa(6S8@9{qfEw>!hm#K5DK3>BCnG5-
ze2?nkYeE+fXHo#pA390Z`9n|gOU1Qd)iTZDc0?6u(e?*hkG`YiqlD~K23g~|!Ho_G
zxFaLf3|91n?%CR^NT0wnm~tn5$IL*-w+cS@GLiy3q>YfY7vpvZxM8hpckIiErzl~V
zY2?~XPt7sEI?RoTa1@?1(qV#`7V;zq6__If{O|Mm@uy6MT?e&9A(eoF441;L_=Yp?
zgHe0pVS*KuW|{ySX*zy_g^c-Z0y*H%zQd;bCfJv$6xR{*WSvJhPkLaiDS1Dji-if!
zw3%}qCUZOC^Ha$9<{bx<y}9Sbr-vxpNt4j{++K+%Up7b6;l2Kr2%tw*juhaAqQ-gT
z#|_!9yd!pK@R`>0_!hJE(4vr5CDN1BEZ>YMq?;b8%~Et8=TZW9KBEto<aHozjzQI0
zeNZNb?NY@pJrOBY!-a)C*QuI_K!o@4)+75|<&rAnkKQrO+MU517xUtyW)0W<yB?WR
z-O#Yma=OP<bTzq7m>^Zuaw^v(MRaLB=|1VRl|h{aD@<nDr{SvsBH-ImfF^s{Nz}<s
z66B7jrdbuWPnyV4ed8D>E75%8zsZ(FRBd4};;Vh#=ZPE{a$)4!&3I+<eH}KR4B800
zc=Fmw;4{S-%1z8=gkp<}lRV73VcLWSBn3r`^KC#!u#I#E8~o)FJs4rraFJ#KH<R1+
z=YeF_MO;N@nDi7HDPYz}Dy0D6Jw(Zxg|TzM<>t|RQy{|UFoW~O=gMSr#4b$;Qzmcg
zIY9nNzv9L$jmnX_sD@xjetyB;R4bV!Uk{!@Zf?QUYg^DmZnX8Foa?-aWK~;FYXOs$
z^HB?rQ?vy_f7IR0BOh5%%XYN8(o_DlF~Y^eqxJA71*`B4NctKlbLPCSb^I}smw8;Y
zDGiYeo@fyHom|r~938z1anfFZjeBi9Oc@b@bTk=M&c_jy4lrx<XE)B<jtmk3A+X%x
ztDA<Wv+01SgEJnP12MU4-=S;}n|+6SN9*C6D1c_i?h<Rh#tmkV;XcQ>#BI*=g#0FV
z(P0+MA!t*F<H_TMdA!)=F|eanQVDj<A>APff9fPZ4Su>4<P-1BU@@V=n$~KyJWYoY
zH$h>hcmqC4Nc};-C$>EgS%{w!G^HS5hRMJWlUr_<SQrZjGSh4hJPBWBC63#?MK(<K
zvs;*)f8nMP+fIOJGY?TV`Wk6E+}^L>00G>P$|*;bU%Js1F;cuCFsek*asol52WfC@
z5lY|LBHa!7E9uwPlS1>!Nv^V%hIK8gM=*S|K;WQ83>S6`6!Ehy($?)+DqYo>$-_A5
ztDA9BXh-c|oeXFY?u&p*pD&~|N{{G2Pj#V$c^LO7o6|LaqVUaBa?K`esgR<U)8yJ(
z_5R#>o?1_Sc5^cdCJOq)_#Ey$$M^IRs+erJ&iwR<{1pS|xr97N-{De5gN^RZ)|2km
zy<(gv?q|&26tB3!c_TXPBDs@@D5uyt^D)9)^Yz-DP)mSEV{P{dPxuyBd7I(uL^80y
zg!}Yo?gW!3&|l*1LO6g0S5-%we&R)dQi6wZ-i4cOk+V*1myK*10A;g3+}&wCEMJ*C
zkCDuZ7vCn6k<d;4V`el5SIgu;`WoPS|7SrU#7OI@91$*Zfw!2306v{06>J3Uy)=05
z7SV*G^$_0nM2_()j#WwW%d-$3e;u1Sx)z8X6|ATu4r(NdnsQbVN9(aQsZYUrs^kM8
z^o}LUpOXrfBE42exgRMo*^+dMriL@R&wNku)lGZxIY;`mo+v~1@>zvXqZDIuZLNCO
zeb~%k(49ybWlQ*xpnSS>jNDJia07yd%V)WRrw{}(-*<{Y9OG(&)fDo>l;uS-DVRG>
zXZrM6hJWchb>36@S+?MqOtlGChbJYz)OAytDieNq!Uy0Bkig0sJ_~Jj5YE^C1OI@K
zNavDHOU<V5+-&+qzG0>WW(s(S$>^c{88pJ=p7a3t$RUbl2v3noauJn5sX;T8>#+y%
z1mckiAi|u<<ltGi_u?l-AbdOI2v_q~BKrp7g~Jh$_tM~9TSPOfQR<Xf*)b=j6aoQ>
zV=i){?u*i!h45OM!e=<N^hi@n&qg_CR=&t-<xA7yr=b#Q=9Cl*4cbCs6p=?lJNl!o
zZ+cbSxFjydr%Mn}vno{CDpeXqj<_dNZHw)3mDVbJ4Yr{Z78clv!E4{~)Q&etjsYxi
zfMY`DhLCw8p#iEnb>yZ(Tngs><l7Wy8Sjfv#F_o<&J%$@GUBs^<#4h9$<R0ll{#}X
z5ud-A7|SkHv3s(~AGL<YK!YA6#hB2Z8qf21BvNxMOd_NJVssn+uQmO+G(&TzDL_&A
z%IS-HviZd0fBVE_W<&nGGXfAl?*ll)M?ADlndBTLHQeTZne1B1?A0D;$t>;Z_Fn&_
z2pp`azF|cUoLHwWs+{WOy)<}m3pAUufc(g2MADBs<&|+1*CFZe%}7d55z)qoL;IbL
z6hcZ58eBbEWc-9o3Rb<VdZ1ZoxPYgd3`X(ti${>T<7ZqV$aM)06=eQItft^h-wr^s
zT?H`S_T@r=BrDQKu_M}%dN&Pfa16T}RvAyi^xSd8%ZD}{@<nGvorDVH=sO8Nk;XS*
zP9#CcrgXD!BR+5@j`@tM^Rti4<Q`><V8$i!!mxekP1(GYop(K&0g~&m8Zz)fjF#Iq
z#)d|ad)<pBNU*?Zu&pMPd#&jo{+AvH+4#oV6OW&n+;&zbOQ@b@`C)K=ZTQo;Gf9#=
zqfQ`F7R`|_{vS-9miPK6MWB4kX<v#Xp7c#4K(ok*Yj>iY@1?<ew`irP&=hHf=<o_}
z=b?^deMU(RKf7s^0S;=xfXTH**44cDL{9=>=6}r3!zIY8cUj1b6_@lunygOKh~0^A
zIgu8SC_}8dp6&JM=}gf93P#5=TxYmHhna?b`4CYmRRqh!HXTS(S`Z~Wc8@2sWEyGv
zZ1Hc>?UG>m6W??eN_C8MLvwgLVPS_$*d<5PpEqT5`uUk_F$Vn98Xpp45?Y!iOwQkl
zF(J>spIlfQz9rZ+S+v1~qv>A*X$s=r75_3>JGe=(tIgi2arsSAWAfx)lN&~r$>t<q
zA<s8URz2T~uZO^_2oycaK}Dc3CF$|0f)+YG;@Eq)h%zV^BSb~N^hBO;DI@w;F){g(
z1K1sh@B8UZ$FTK8<LauK%4ya#&;`BdaEj<%eomJ_k?x}&l|N6~-KH!=aN-z1D)q^i
zPj@0OH?6699hMZ#@!WNP`7j~FriKFmH;Rl%IUp%;z@_37Pa++BxMm^l@y$#SSr{rN
zSTH77TXQTuH=T&;5^A3r(Jph$<epX5#;dx-{&$fwF{b+@Mx~S#fU6DYwJ_i8`w}4w
z4VKN~FWAY1EBLt+_YVBy7_&wy4!t3H5bQOZz2E$XdzLdIxl$7*^Z%JpzxqEMziz}%
zZSKWSjX)`JP!21w&TtX3g~?IQ3fd#FzjuqAkWn;acAt6`$Bz1XmseNMZ~B=6v7H(*
zvag%7uHz?U4p(`b!O!EcoxQF;T<@59oR-swS>_Kl$cS&(ji%aX(`ju=pLWJn+PcrD
zM*A{)vlkH}^Q|f@c83i23Qk47so}#l#@vZ}?LJZFBiJ}bpQ}{AG{WaU?zF;*e{^^v
z^O{Rv{Qis)Z9*7u!3}!N>HRR%RU53y(vd{45Dv&J0E_=4!Pd9w7;DNuG_LXV9n&N$
zmLCC%{mH#~x<H}O52He-XpShN2JhPF5odPJkAT2IiIjZGK}8s@%j8FnPuHLx-y%%Q
zE>WRb2m~Z99bTmhQajh(AHNd|hx!$YN^8)#@2XY2HG<y9s+H$)Y1V8t83<hJ2qxE!
zSSSKlYf*rhnj)jg9;5n`3zM_8wKGia1(_tJqA}g5Kl38K`8@ItZT91#t$8(->ghQC
zJko-%tq}fVtXGU1*=z3p&91X`5{l=g_k&?xgH1Z*q6BEL?`^Vtn@ocnuO^cN=FtwU
zdJw&7Ut0{5*-UcZ#pDNf+-W~D0<#trLQd~kfp{4=nf$JZjxADdceWr7N+4B`@{Ct6
z9zFee)2qj;;5Gl_DhDbH)6eeP^W=2Z^%cPQ+4+LX7Oy#Qy+6@AyrK*lL53#0xzV&%
zZ?l{TWIVOZTjS;VFMrxP3ln2^kKzTHZ0GYD*UdZAy=$;GCR0@^?Qf2@LKDo4dxuva
z!2hP7pSf8~Kx8}~rY@6sXQUGKrGlN{mmB5(S7kCHy_d<KNx`oDK@gafQwvy^5gp6*
zbCvw^er^7HJ^#QKmOQne-}~i1vsRbtRV6OQKj78PD5k5C1v_@cjcm=gZtdc5H8XF{
zzq#+7o82W@h*vE0inLZ;-8me)Y4aN3G!=t%<`}s@KZ8jE?AAOyV7ckTotx7=)|!Gk
zmVOtd`lSm#|8Z@F@$JBb{X4sVvqv|><nWterqLY1%0+@b>h!(APOnO{SiTA72jIH7
z#mAWZf!%k>kA^__;4}Ie0?*H>Cm(bEU0ZZ=Tzb>1kGb^Ps_cGj8U?$S_H;GgPTa2Z
zU)%J}`}Jx%#;eyHyJN6EUrkM&xn5_xe9kc0F>2QAy=7Ef-O@0a5J->&0)&vDfgmBc
zy9d|cuED!;*AOf?1lJD1rE&M*?$T%n2sGBXTTeglz4P6N-1W^n->g|PYi3=3G=1Ql
zeQKBQs=ceaGnU9b)KrJe-=@ugoLlCeIO(HtRh7&4lFeP|j$CRbe`$G5_g#p5cRKg&
zc*cS8ck8VFnr_je(I-d7=dLStQs3k4DNbJ>Z@~0ZXG+fm1#6R!^@S^cmmgG=IYA9S
zyWg2Ey9q{;N0%DHen;z*a~V4Aimpx0b8zOG8;tTcWWIE~{WXK5n08jRc0y}1J$l(!
zbLn&$!0(%6H95-N36KLe&+2&#g>6j??=Uw>h+Po*doPdH91K6dkd;rn^D_$H`DS&n
zqi=Zb0=sjar9OxG{n~N~U%dQGCudM~_UkqpcvY&dsg$R6dc_CVZ}L9x*F+G{J2+%)
zjS!wA8V9){lxe<)ku$&ktE3Z1^jA?xZ^q~=gu@J(Xv^7YuY<dwHtI`%2_sys|NQz7
z3jV_d|L+I_lnezS%$~NO^zS`(|51MMubPBxEF5ec|LS`CS6kITN)>V-+r|E)!|Z<*
zCj4(o6|%8$y<wI%v$C*se#6Sbfh=T*?7iz~Z}(S=>i@n};Xhl{{?EI*{vVVo%y{Ci
z(Vf~`_QOO|%^4VezO6rHV>)dk-mpWEaQc3xX5SND{G;@AUISG$CtD?f@(pDRCJH4w
zW?)Rr^KUU^($W-y{x9$r4U<`(It{qB`nLKgl4XXR52YN93?b6kk83aC-20=%4>hCP
z_m-OUhe5sR+$e3g8(CB0{?}6N;)U0+zO^y&!jOmO(Vs(9&PQW=vqDsG9_^7o#L3+Q
zy^R*f$t8QdD2zfTyCf`i=LngqwELvjuYj*=cunC4Y75d&fr=N>=TqC~InooCUOMjV
zd)hrm)F$p>G&9Y{pD1sq7NS3VyW=*MDfCWM?8WK=qZvg3_q@9MyU4SrfhD)pDeAqa
z&;qfOuR;#GvduLdpWg1Ozxa(lq)==L<yH)OcOt9-z^T+pdT~CZk|h6u1@K@z`|0x*
zYdu-<V?=akoCOf?DWBd)S8dnnadPsbEDHj`QfSXfrKjcrAtnuSz!%xCYWTPa;X;RT
z?r`zZH5hT&3Z0MU?JvXd)bs9}u<a}kYjmu}l^^qYeq@Q3ft!)|D!OOzh3cxkh@W8C
zE!tLsC^x}6ra-);2MP+1Z2Z=cCigYPKtm?lS#SDw9Ck^Cq3!!;)wp%>$I9D@DF<=U
z=e~;+6rOuyU9RLcqz9l>(6PA2H0u-BB0}#(wb`jvi>1=Ry)5K1eD!k{=Orins`}^A
z`CBeSF3)h0-B_Qs=WFDCBG#TAw1*|d*xOECFL82hK@^Ytn$mRc){m(k%AqR1+gbl{
zRc5Nnhdhx+hJ&!|Os~ci-%6H0P$qJkJS#l{!<zh-4~Fq_Lr9gOabmT}JE;VnWU^q%
zo{X*6>!&Jw^Jcq={%yPQ&(%YBdhM1L@OU4piMp&6L{guR_BEdsgLlKkg`CM`#f5T=
z!3WFxY^X%MOpK$Yclo!KGz6fruP59uXHE@OwI;_%G|Y>((|UW7T+`y;kJ?rX0rWri
z5uYj(9Z@_p4BEl6o&#da-_0%p4!*Cb3RJ2RzzY3J&}XGU)Gf2;9x4#(d9%2ip)cv%
zEH@lqq_%eFst~_^F>`WqdQa9F{X|iH$yERAOGk$ocxhu}W00w7h@(v&c~ic|0JJwT
zF_FHkSw+K=N~1(;#V$jzb&lr1UcN0-d;K(z(g$xnwhcP!3B3i5CkvOB@3p>8kv5wq
zNAC!n_3Ilg1iUM;(o4`}XLZm7O`{=N-kl4Zn=cD-wp{<NCR3dxPm8PJc`I@&cJK~d
zP{4BrG4+G(?8EDzT&}!obmxms(N@>9`feE&p)FqLneMBhd6#CC57=Lx(4)m?dTtk1
zioN~GJXnUghPCrs>}ufK4V{eHdqpZAKpR)aoz)|5_1(E0P5iSIzc~Y}-&2oLE#ub~
zI;$!n7;dk|XbfV8EW4nvbqKfdDVKY^%CR_(;HPvn#`Sckk%wd&0Ms}G4Gq_maVeYO
z(B9a$QbaaUALE5M=;h@3@@W<6HT_b47>jt3R0w^#?(F)p<R-u13h^Hfo{8z~RqW(`
zyTPd#5*Huy-MRl8b>5qCy#9?qYQN(MGC>_1X@OchXlqVRmzFNW4`(Ttwb&;@m6l16
z@AIZ>tFiqB%8@?j+|+GFhljj#j?e1s)V#2YjMt`fFRN7O51cT9(_+3?7Zz^qR*iB6
zg{58`bmCm|%PJnZ!ROV15)*DqE=g90S|7HgiZM|iU;L`9M4soD3JAQCCfhwzxZV@M
zUHTa!OkmlAu%-vzBr}%7o+^CM2_IBv=~L5wh9O&c0Ipm9c2G_k#lOeHRbjpJb8>EO
zE`-!I*(#jfe24`syrCTCKS?fG9lBR`ZB2g!!oNz>+L1wD;svHz^^(${fG@WaiYi5B
z7K4YDiJ5LF3m3Z7>cwd3p_RYyPIoxes_Ce`G&VHKmJD{d;`4HHlEozCNVsj&J1ZQM
z!Ac+@9sJe9-*HOIRlSSrv>VC;6%v%ji+K}ec(Uu+u_7d>(y5Pb7wyVyo4q{Kq-V4|
z@{L37m=^9v!r+?G{GT+vFQgoj@$F-zikPGA-0REV@TW^%1G04Ftk#Q)OWDvOQr$bB
zaYK&RW*2;}&s_EvwZVoHN<x=8>guc^DuDthEO6mvtyT->@MK(JHnbI-dG9bS7wCIZ
z-K~m4YT9Qk+PS#%2;e-|jfT*IGJ~ee+z+~+jaRGZ9vZ;QG%~Sx-@8i~9+d{FAuJ-|
zsb5O<K%4KaXK}Dbsh*Yk`&wm8cRs&ZhM0qWC}6M{V6?)9_Ba%NZQG@Wv)Xv53vRSa
z9l@LTacr#6VR!&Cj1Paiy%|Xjc|yc)Ne2jJCa*$!@-XLl-ZQksS7Px<@zjwCRAXpC
z++F)uSTjr)YckiE%eZY%VT`x1wn>LF##6peq8wm7L>5uv)LgW&^zdpRU(RM%8Bn@a
zBXptM7i$Uxtfc*B^Y;d0z;SCBIzsBdG}>R31wPL;`nBw}pP*bpxl8d0jnUN8)O78&
zMY{2PSj%IITIDb@sbBtf?~c;xd&w#(roK~>@q0H~&Du)+usVxWV(yD=L;0A#f1O=b
zWx12TXif4_Ax#;7?$Oh`+^^uT4pCwWcslVTAYteWE*+Bx1EQvWgiLw`>hxrDYE-ne
z#K(j25V5T)tc5^D220D)jIT^jZYxz?XM&{{)R|oh@m&1w*vyuq=1amJ59#c7Ul^s4
zveA@?wA7bkEUUPskZS_n?JwR}zXMuY^4y+GD*Vi*5xTor!=9_^Kl>GcQ{*Ch6-HlL
zPS;%w5u=l$c$n2TI_P@TfLODTdFJH<DzV7du&kvN@Ws`P0QX(fyGe(<2sKC$X|wMy
z_$>wdB*^l%>X=aG(@S^B2E*CSCadc?Rv%)W_=zs0wxoP$Dv@sAfiXQjop-|{Us6<5
z$wu}{z`fjunl*4DZ^LIIHC}<vk&J+GY@+N#-u2U`K_>(bEwwaGObZ6nJj^W}lJf7<
z#s&sXh<oybWkrgHjru+|T20c>+ZS!&(<)B!9PT)D1Y%eNzuC@~>Whl{`>3-9st9G{
zJ#tc^=aA3jr4p@THZ!X_Z-q`yeJPNg!SIiJaWPs9*u4Y>*NUoF&5fZ;S9pp^t4~^b
znACu9L3ZL%DxZ=e-7*j@+@(gB<Nh>-;556|x#|t1TeA?4S7w5q`;HGyK&ur3EK+{>
zF}bIZZcL;*?>g5-p`dh%QaV!kq4I!1O72Ts4)Aff$onSB{Kn;<k2{0uY0Jc-RES8~
zK7FMNoa*Yt5f-4O?ZpV`5xBg(lp=8m)Je-}ySuV6^<|_ERu0RP`HrGZt>N@u=Xq5&
zhPo<*JP|&}|9kcaeGg!TC;OBrR0H-%$mhq4mxG7=JLUDN^oKH4`?pXKX1i;$&>qpk
zDl5sm?t_bh?5J;j6_lRmd%%Hjqg@XlJx-qSxH;^tGCb85K)#2u;<G{$tL{{cCj+>i
z&<b~G44^2@Kwt=DR6z|U*ZM4tS~)8rD{KT;yjJ}-gyX+-y5>~nH&TqDcDn7Pv&$Cv
zD7V_Jm((p8MMj}3W?Aygwwr@LOpdul4J<W*4J<|CtBlENGE#QEUIcq4)4j9s-4|b5
zW2X0Nu@^oYqQw`18BMv@>~?blQA+Qog>H4!x7X&x@hdKwSs6y;pMM1d0fi-Ywojex
z+gP$*cu`@H5u2QDPit6K%PPssR~OkIu6AqWPMy3GqnjroVENX=v^PT+0(js~O(+Qv
zqXLwF5R@3FzqR_rwm~TbKl~t0=o34%8li{9;TR<z9X<FSbCSPxF8KO=`0?TGn)WE~
z<jTiyFS(5AoCs;+XJ%(XjstWW_TRR+xG3J2s$HGV8YXqCqX@n*FSS;r=L=T80y$Mt
zv#Fy13Wy(^5^z{MkGr8HgG#ibAB>ldxMo?_f1N+qm*tJ}?Mo8Lo(Vid7Y^c#dJMHz
z*`4eRR3Y*~sz~)0DHF6A&MNx)8G<3(x)03FY;TVSnTvUWo3F$QPbkNgjgR{V=$d(0
z6E$j%NrfUc3Dwhx%72;?sAnVr*{b~7lgSsv(jMa6sb45to0jKLx(>wCjd)c6=GbaV
zWP7{2c}r-6m91+M=i4_jZkLC>zjJ;pQo!{y^mpyT5}zeF6fY+n<x9r}&2@yRq`zZs
zJ`f|2&O2eOTU?EkNqIP3WJS%<RVZs-MT?~7DAN@650VvN>uGwX>kJ3(?8%o=?BMl7
z!oa*s+`G4!riQWtVKMG%bEC0mT;A_;v+i!M)4s?me9#TNQC%B2si>`;84!OR?lVc5
z7mActMLr^Pk*yA3f>>s>$kq*Rn)>X8aHQ<AUi0<nfRB=ngCDuWjkkx)a%D-8vi4Hi
z$k)-X@*h)@H>D^whHbt=msFiog{spk-yXxXwY3$kpL-yIlsv{8p@X=O;hvnn8l2|h
z!ncCOaq>I35YoC4R4cMz>_$pl<Yh}sh<<jUyP7QQHwz4~7wVuGeXSAS!AS0mK}-K-
zpL5|6NWba!Y(c^1U{($(lYG>L!}V&bk=dBms;>*5!m0RVxk7H<7JO|1XOw(+{z>w%
zOSE4rOuQwr54mrj_MP|Zj!2baH092PvbH;GXz!07l=R@uWLDGNL2Elx^ju-s?B>{Z
z%foE`8Y%X=#J9F4(2LboJ%x+1goNmV(!G>S|NLgx@ysD3Dj}`cr7^13h9#T!+3{Ck
zuDJKgAg?`MdTfcSa^udan{PB6s1*wT95+26ut&Ay@n`S||0@bqVp_e#uWeIKp23Hm
zjB+wx=2;#X)!84<(y(4m11zu=>m5wCO`R&CI;}qQiItx-RBC?W?6NMt3!?vUj;E&a
zAq1PWgd|R)4Sn&G&e>km{#o4`l4^~T^|Tmd=u`#PehvyM(D})FT6}ptm;5P}!pny&
ziB!x!ppejCBlCTrwQ1WeXH?}dqNx`~I;(Y1-(q&RU#~6vipQQ;nGf^D3~nJRf>c&n
zq!}ozlmt(rHV6s%#pslK?@%?BRfTD4^9qU=y~DMUBgph$!a!xl6Bm$dDIEIrmg~Ky
zo|~NSfi;Hy3iJ_31D~7p4lYEkzY~iePl?|iV|TQnud#hy6+$K1Jt4CbK5UArEW7h+
zE2TqTLExzGt-|o`!%GiXM*c?p3Hzvk=_F^dW<}71#OnmS+_*SbtBgu1y4h`9k#Ce*
z$~M=!+O)kMAjNk&*|B~RPi12*OwJg_%_N?Z@Qm@Ga1jSTkS{6_MtTGKBy1`oK}sY&
zXWJLw1!rBscwWzW#vD4|UgE0Aq~X7K*wt@r6ZZY{s+N4vw7B*<*DF4@cR`(LwvGLm
z>1?;(<d|6B^MQP?tWrd&wTvFIC<VnKE%Q?+)3*g{yV;5y79{F>Qx3`~!NVEBHFT1!
zrK)d3*4l;|F?m=wH0d2m)HSdq{G(pU_C}MJnGA)^L`arDpkhj~GUqDxk0gZjyd11n
zOo8OeCAGg#$`yNs<@xK*oyHnMt@lk`Ns!?ZgF|+bhqB_JwU)z>|3}rEr1uU~XS+ZO
zF>JDPE#z)zUT*^zM~*L4l))-`X`xT)jEy9kPbTE7qs>RstrDDeG!SAGh0~d?^Hv(u
zVa`*=)^`sqeX+jI0(7(+oeMjy*#~q2B+y6sqj>GgAlNTH8iwujM^Q~+W!5R~Idy&Y
zoY>H>lUKyw@R<7i%|=|5QE?1gJIucJYgW9kAaY&ARYhaqPcEj^C;CRE)GGGP+A=;`
zU$sukSAyc-6fDRx*2P~R{zy<S*5ECBt>o=2|JyJ@SKR%{kZ_<EojI+f2R{~FqTHg<
zmqKBhTfNQ?F$SkaQUbE=m-xq(LA~SzCV3NgYdk-`RjRs-sCPL^;^ht|F(<K<Q`Db)
za0VS%79`3$VUzN4BvUlr91SWICxix?vG2v)T36)d^~m<n>&Qq;+Z(JTM^ek3L(hVS
z@S7Es=z8_B`SBahDlp9xXO*PiN$f%$jCO+7=7lxZq|7Z2xAH%xf9Ntu60j_RtbUWW
zq<e}s*J?{|Bk0ty&HU}%I%L%e*Yxpz^RXi9hsC8g#@Tp%B@yRq7o0_P%bvwLS#&_6
zIH(7GN=i!J^uULZv#=i$dxW}a(At3tX-73!Tx9TO>pok(ABnc$d4N`bs#-nXW~)(~
z3x3qc$+~z`=2W$2U02KkRpPu^wr=VVR3BxNpdK(%UIh)*9okyzPpx-XI||2(t_wiX
zsAW|pK{K7I)OuI=ypc|Y1O0b`L~R$-wHyjmSpa_pk6FXDP!%Tii&FCUD5MjXsq&;^
zXgKx!xLm`?Z0``haeQ8G?wsEfG{uYWRWG&IPX;l%omn!HE$}%Y)g_%D8o!$uWFJyH
zYef&uj5XsdM6*Apwr74N>4}|@ET1(vZ{tER)mN|KkO-Kf{t)<4wydn>Ob0j+5#2R>
zja>ajZsk13h-5U3$+jR+R{<XSKOsZULpCI6GXyJS+ch6b`q9&ly_<QHvi=N0b==Jz
z1d8h-rm23+{!{Kn0R3AW9uA5#?mQ`O>Z5n0oYwJNW_i&XQ4`TZSC$8Fd!jn>nUE*u
z+5<Xg7Y&}Cc3?4IEMRp>b=N2)2iapgevvE|0Px3}P}r_BNy9rbVja3)37dlUneA3a
z$PYfC4rzIKT(b6(n1;#IhK_VcoRR#19nF!%-tN*@c=G#PIbRRZDrExHXJ|6MMkz)~
z>-XeUS4mbvTq`X^_E5i#qkqS0?`v4-(paPSeh9g3gfkz#Gef;do>%%Yy@1qSlg5_l
zptT$1LPfiVa<XA{rp*4~kB>an(R^RCXQD{`lUohf2I1Jnv_FJb%zsFZnZebQ45@O(
z=04b~B`OFVb}>*7jTqAAA8v|$Wh?q9y7faMoC@!T(!l3b9dzK7Od%+^1d}3PCiD1>
z>jy?#_C8j)R-|aM@5@Pi)(|)CmOe<xVzg2D_~VCXZPD7Tu86Pik?y@c%v4Qzp!=Cc
zhD+kD8WGg-cXV_#&I$`(Loo_hJ<I$`f**Py)P3#QTbNE*+(AO#5=SEpYpk+IW0!Dt
zP~`(xoV%~hoNIda`dd_P*}imE(GO_35kod*EqTKkqrKtGtvu2`F<fsM^0D3eV3}Tf
zIWlp(+{89BB@G*?Hr{8eKf;+-rHUL@4`Q);(IDlk*PvV=2VFk)V$S7Yarr0i@cKI_
z4QcgdoA=2}jx5RPB5^KC5Tnk!bs}64evz5|X6^p$E4~I9g-ZVz{3aWX4ws!7W7ag}
zPkekA=lP;h(5Ae36$K>rDz|m^>ZqrZ>r-VxrN3I|o*)mqs->_5uG#~Uk0PmW@OIVa
zp5FLgQ0P1u4wAJQRF57PqYL=#l0F=0T?P^V5*C9)8h(tgB#>1@(AtY5bnzycN!n0=
z=|?Wv7kI%rW0aPkbiE_xPNq=7a1{<%@Dex1F)-<&_Z=HuD$|*7r1*=EeBKxKF!%Pa
z^JTugqeE`#8Tn3%C?laV$#K74ait4aeRrt~^=W;o^!_ugclvcH)6{^YQykBdsRgAW
zF1Ez?+o0|Sw(<23FFxw%=>g1+K7A1DV-C=Op?$}D-VU)uSG7Oi0OWEJJ@DCg1J8!P
zva{>@5at|_Tf-OX9Uh-~5p%T5%w|7LdO7Vrt|M9}D2bc<RAMw!FyoCsJ9gvea%@tN
z@23kP;6;Xg@%l=VbYJ+dQ6H^Hy#9xwmNFSpu0y#Z85^H^dumSanwE(Jjo)X}=A7o3
zg2SNijwZ^nt<dSCnPg!@DcQq?TWdb&ON1Rv3u-~-8T*y$1>~yByZGa?3x?cQoe}Oq
z-1uK;S~pfRY4-AxB*tF*a~o8^KMnuZku;zPpfnev@es_bT{ikcQQg<}zKjTg+j=S{
zJ>6R_7&F}%^OZ?<+|6wlGVc4s11tG0uXABxA!;SIqdt7TW~bTX_{-wgi5=XX1p%qg
zBq#;VMFCMywSL9DyVJilOY?i?Phv)iWj_6o*V@}SW2$s@#=^9jus_QcqT&1zGY%O)
z>T}vf?4l)Ldu`isNt*91HjD~gGYBbTYijCAKd^wd`uuEY8`fU$%@1W!nEa-Tu<D^m
z5BN>5c=98-C^#S#L*fZzx`!MO-N(^rUQzurt8VLyiR`F}0~f|XPE8FByw5)K)m8zI
zpLN6#6N-%u8kQNfls_?Aka_c_b=SQ)xcp<;dtPLaeO=i-(B`kWyiI<OseBYNB+vVT
zY-JwzKzVz<@bFdK+h18~*g;bDuBZa>jjq-LJ-^Z2-zA8z;Fgji1NNmEMA5AOPY&}y
z7J)PWHo)ZHlQsWH!2Fe!;bQ0D`rmUkoGk4Bo~z+RW?cTy=W1BlxVZmEvWAO=4fF5G
znm7N`zEb~JvNO9&b|q$-9<WRLiS17l&F0&Tc-c>h3{Z!OOFRhVn%lEA*n+mvY-`w1
zBXx`vI0DSFY6;Tl2++03a#(0wCDCL&or@Q!YSoyCUzf{~4HU9f&cAvEMFGg0ku(7a
zf5?icJXNf(%CrE(v`2Nk_K(Z<z+QXc{f~uvLSAJpciv}0uwAG=Ed9D+a{q<|@m%D=
zL)1S%lArUOo%*@VzC}pfxt(XX4VQiU^A-pp3SIwQlkjyCVxy|f;rE`KGve-G8G2!e
zD1-7{sf#h~zY@Jaw3d|r3oFFtG2#bSRkoYz5%uz3xS{Hp%)QtD>cOptk0RDBgEMq4
zW3$^FdPAX&4&JZmP|)9ee(*m&+UGHIMkn&lUn!wM=5`Pl%)U-`J*QXab?~#e*;$7x
zFFP$7AtnWjdtmzqFqS(O4X1GXY`fxkqt|}Yy7%e_4+*r+Nc*yp1*JM0X89NJ0KERV
z_tB%+#*Q{&tlV-tdbiNj=6y`=d)7u`dvyUr6j#&TLV>b|S?SB8-uhLHKNIm^-AC-N
z6aEmWzxVbo>{v=u^)r0Jrtuo22#u@r-RnY(0b7>IYpEfQC~yBZ%Lgdj&F!1czyWYu
zz31hi;jLkwIY3Dmv97kEs~he7lgmfu=m&f4sLv6<@a-Klf>-J{9Bydna}DZf1Kl>v
zIKhJIocytvGreH2*6V!2QiJhpO{V4?Ljq1x0J;0&GPz#E*c768-_RXCf=J$OSi#}@
zA1MAWWVegrN&AJ@V&!kyVn#!~)=%t_rTx@5R1LL%#nr<0Zm+*-IoXolAaMM0`^W%w
zQ1??M=)sF-L0X8=!O>*f#p!oNZHJX^LiE~u<a>bfMD~pj3m38?S32IW0pvt*rWb$t
zUFCbMa@IJlN6y~WN%^_&4<g*v9W5GfuR4OTKsP%uHpgeR9@)3T?2ycGT&*+r1^mNN
z#LdGzn?J~e9V2p8nr~dB0L4t`_(l2iEMXQzzLzOf!Osoxg^@F4-K~jJTeaStFc0!!
zfmavN7K+<0=J1&fyf?eU{e1b9nxk3>E`?hiep*9)ugS?gIoi%I8gLNMGQrybEX43)
z>&N@7En-BD5#ig;<>#b!6<qK_XVUF0Y%_Jj_O2OtC0r(7$hF=(ZkLowU#?Q#auqi#
zyf`cH63}*xHCjXH+fE#fGq!Jhl|4FkpIa-0PvU5-RT<>7IME;{>mRLnZ$U77=*<>A
z-S0f+2wD1L@<+0UED4EDs8OnQPLKLDnOkCArxp@GdH`rx^X={a)V>=gdoAJwT-7Pg
zg$EG!SkcrtUr+*(?R5~{XMO)iR4nNg!;>|16?vPfcd1HYU$+o10IEg9Q2%ty9I%x_
zREyOm!u_{jL?IXB=(Ac7zZ-0@tr}-q=jk+PsTzP@n@#6J1sPdbe?Z!LIr8-7J?7`x
zMCmk2GqJ)fqBG5Vu+TldXB*a72szk)$aqEQm)Uf_?_<rWezH^CcC(Hp?4IjYb=Vxw
zhX+Wh5L7m_m2{W7hwcqbX9vzD1#M2WVTo1&>*^s&Lo#Y4sa4^K^Da$`+cTpeqwA4_
z*9#Y==Bs3XF!awC7oA>i7o)c~hlV#BiyXHNNxS?p(7TyAyU~lhRrN2x8;#$Fce_f1
zb(EmH{ktnEKbMsOaYIl-HqHh`rXLT>eYJL0C300&)hV;kz+TI4?y~QDQU{|gB)r?E
zZBvYVYP<EUUlVjU6Hex$iSZZG_Mr$>Ri|72+HCTvrO^;OA<k^^dy~U%Y#%SXJ7a-t
zl<^DQ-Xu*XeRx)vCwv%(m{EE^2E644-A1Bi&lt8{feoX~7hcF9E`#h6m?aJ9Aep|f
zN6f;9;eNK2zy|Sh!A;olmwfW>zjM{E&lopN!aKCU$#bc70RNSR^(6FMhL_dHBOZ~U
z8(rs?egQ_a7rFt14BWjK+^!nw?e5NXM#Fw;ocZj<K`*z?{VtWxmIf~e3w>{-aAJ1<
zJ~(n7*y$pv)e44YyDQG?K_?DNXex029SbABQ}99Qnw!u8+zYY1y2tG238Pg1`1l@=
zh&=FTh%wjE9I5i?eGy4`<qY3)LkjCaSBb*lOc~%v0abTI{tvD-LkqT(Hh90CCmh;j
z6rO3|cNnL{f!wB5=4(P8;j^ZWxGNy?O6z!HyPQ5waZj<L>ov7+a#M{))>)OFA=Mej
zbe>}7-4?+$1AN->W;c|OS?FZ7JC4xTHOn_?sw`7T!B*lPot}#rQTxC6m~@2{aXt8#
zeUZ|J>%|O0U$b%7i(@$9-LYFr?!P_Z;%{n*(DXw#s^jHe&THGPg1EhjKK;E&?z2M+
zMRYHmC3Mp*-#J}j)iUe3!{huaRLIH-Q<nZvZ_kzeU)ZVIDv&oTI8`1l_4%D#`o%6+
zG+)qKho=9bXaE0lDTe`Yx-TeyaNd6||B$BtT;BKH{y)ngGdjPv=e+DZ&U<=#ys)7N
zc(KirDqqOIoZ-K|#h@8138XuwFJpu1-Ls2PBP0E;4`fL!qElc!<5k>^v}^ZmXla1R
zS4Y$ZcsLGpyW(Um+R&gIWYiQ!bp3ZP`vFQZ)~-&u&)xF5jif;B+sQ<J-31O!5Bj65
z^QFdZ-B^s;$wt6^d*~`|RQCmbe12=2dA%5G)Kpai56+&IDR;qqd5;4AJCx=8KhL(e
zny?ejPxeI0m*(bOQxc4t2HVw;wUYm(x1LD<THU&~<99sva{BB&s=)1cuyL_}2XijS
z)ZKTNZT)?|s(S82weMhaX-&mkUcq`30bfrdYeTGs*!db_6z<=(uPp2>d2i?Pf&^RK
zuUb3z52K4_f=ppycXQdTm7y)hw=2V%aw`or+6`4{Qo`o?f+x$+Ye<DuZ7^vKjjhm~
z%KZM(Oz48$cq!S{?y=5jgqG*&YQyj~QDmC1>&c2JF}w9U!SyG90~!f_``Ouam6Y9)
zJx`;uN)BuW+OmI1ZntbbSwPpF_<IxW%E;^Vauli(-pdsQ7`bTt6>eB)*!IFrc90%*
zLBd)N)=3||%r)S!c^;Jk>;$7NL@to|<gzkAjRaoHjo$V1^z>xua{G}e_4gB*P$b^7
z5&pz_Z<;yJ#~49A7lo5bf;V$SVo;yoXKT>{euqGbqK4C3Zl5=jRlG<7%-Tigntr&2
zyagin#PxJb*(u@onvrR{dYvn9CFs$_*3}8>=amz;>AWvtUee8}h1)^7Q?2Dd(STMw
zPp!0zc7<Vs<1g?txn8?*BAgZ_iyq-Oe(>5wA!h*&(eh`D43zf_FFwks-;5aSiJ;2m
zEIn}XX#IJWb@}vj*Ugr?We4b?6dClU<B%=kHD+KPWt-!Tc;Y;lZ6iEZ^EYtFD)XXu
z3*LGT8g`?($}48JB|BV7+e~#U+Hy1~*Z*ESh~qc4(707vw*Bd7fsh<=PNs{qbY`ir
znq@V&vqatqFJ%S@-Sr(_lMP$4n`}+P+O95Ua`|?_%!`0$3)hWiYY{}-tqk`a1@3wg
z1&dStpA>S5{ZbN`4V*2r7Z=e_9J558)f%t&NRgLT*q5Jog^i_fHEtZ$AmB6Q%QW$3
zAt^QbzBgRqNyL{<T@8`NN=th?orXEj6adW#rA(ryz)&sE!!Bc+m9dJOP;)EKP$EaA
zOY(a<yZ#}X`6#3naeV0&^MdBXlsM}_qs}|!0C<Dx%Q-G=L<kFF$7@(S`L#rn2YqEN
zdsQuD8vn4WZOtplh`6dM+Cq|{<z_%L8k*25upPi1<VHbAi@0F<IYXy?Uo)CxOerN`
z3!7fwUAL0Dk`9B7ug@&~V_w=Jt}ghaJH5@G{XA3eS<9M8d$v{Sk?p8Ot_mBP7t`G5
zTVw3&m=ivXn${4*cQJziDIs?^yA{x?IzKP4vA+@VQ|%A;oTis}?(6jA#3RJE0FuVb
zD!7!9l#>m>xVqh0=R|*&1ycL^W?R+G{ix)%Yc5he3jGXK;R@s}h{Iz-X2aIzQ@<<S
z*d0P4cGDdTbgX}=h`*$b#2;iwirDlLYygsY?hlg-)_O3t5^B=F8U|NvkE2jPX3lAQ
zTPB_u?$FA&5DE?RIYqe~f%}rk5f|k}Q`<xHnfx0mRq*W#1A4RtmdNX$*L6b_m@K9?
z?{EH?!;AWhgSKe_w}KIgsD0j4UDNS#6l1gFNO^}|?Lj1#&e69fs_d^u*7Ns{BDVd^
zHP2GCb#IOe5SNEnwOgPN<^&?dQNhQ?7~|Ww{U19uZS8~+m*-yCw2-TxW)JVNfEH5s
zb=GajyKL5mJc+ATct#OlgP*El-7Inp^PPZ>(fRGcj_56vNSZi(c@xwp?;`9TwXWYC
zHy*;u^s3tu@ZYW|NS*FuxA<HZX5T&WoPdb^QV6YUEp*q?^#&bmg0APj`nhv|+71eU
zpUpK1{Je^QM|0bOS<~w%>v}<6_fhQa555-urA^O-L~vUx{BDwBCki$**8ai2*kZ5f
zIJP3Fn#7z@Tw>V7JFRqIKcBPB2l{C}*ZFB}ww)KYcI9yLvYz%uyU&W;k2+1v+C!yv
zTM|#`@OpSG4(XAlZb%R4+DZ|1@4f|^L@5)xsX#Q2+Pfmgz=jpbyo;_)%OsisFYDE<
z8W!3D{DiY3V3Tyh@CsSlsbhX;*eT77rZJ^rDN}RdY}%>UmTW3%TkyooP0(zz%cBoT
zU3l>*Y4~LS{90O6hS%Lih%BsgtY>*huR&Yv9=AT1M$xQOTog)OW1zGJ+>|P)D#B*O
zc$?b0^P`}L6=}lCt)DNK$a%aMT5yD+lHL8{j$6C8<ZbIMymqayyiW4A{X$LCxj~CI
z`-K&~DnJXOMD2Ru5NAV_gT1zLA$`8Kj@eGoyG*_Qa4${hqQaDR#K4=s_T6AH+Cuf(
zIxGr$R(5Q;>@z79E$D5qoN+slWY@n$4Z&pMzPAoCV)ZZ1hw~@;p4SfB8J?BNHF{pI
z9{X+hecqVi1-0mxFv{N7Y3Ogt*HDCD?ia$%6PgD3hIU>zj%~5m_o$6D!6gBopDdh1
ziQ5S1T;SWsAm;surHipc(M|o3*2yRLKtSTHmRb0S6}f!MN<-u~?Fk=Vs78~t?JqCb
z`GEX<RIUu(`h~EW{M#$i+Uarps=d?Vs22~8$A;^K2LSL!Qnssrzq<hFZ^kh6eAkP6
z?GT&8+%3J7a4*}&%Rb<F?*2pbqT1|Lru(M%{<HVY&z}I?XSV<R_uo;so7dirAHvNQ
zl|jmNxSa>!;a;>KwlNuYxJ;$bL%Gid{!0X7&+9(gg>V}#Ej=bI%rI*Dif4Au?|X>K
zA&k`ibIr+&Dt)Kx8RNWO0OwT~gY_rxAf@kEl)l3MAi}}|pQhKv2aK8~O2<9O1%DWf
z)7Ab9ya?qu5E6AC+;X2YOHafh1g6!!vAThK`OZc-m!6doy2_uJYu`f3NFF(T<x|7`
z0#mo&n?+XFDw@MaAmPbizTqT?WrH?L5@)R*cB!)w%fk$7MbJcz?kkBx?eh#k?o_kj
z_8YHU<HUz~BN6Do9jtB}aE?4y_DVUw`D(<u=crJ#m411{*~i%4)6v+v6_FBgA$>lS
z6IBs13_ldU$D8G|D5(MSmaiMBbaBY7+J4H!DMo!HnlsU;Sy!f+=1O*-mUJqg;DCMP
zpsoKlE}K)yCtk<!DDi;coT#fhwt${9*GQM9P~2j|6Rxx+B9r<S{F_LHhSVXZ1)E&)
zwQ#{13Ve*=GBH?Zx+ICaMn6F|hk{soTTS&lSc*HB3}&#NwQdHc_04G{vKG#kw3K^V
ze_u7&ykUvGmK}8@3L96Mo$BMN@lpja%p^Qdn#a&hYnjO7N=0KFHe>xX&5+kn*;6fQ
zja36NVaVoGl4zKhjf%;}W@XpGGLC3`|G2062eIOAfMVZFY>$GD%u@Vz=%ZNIu1U-S
z@bE+)a7n8q8Bn3Ue`jxbd-y4a>kl}*7=O{3SHBIgR8>`C5@ukjYz=o=T6*4_!%nSc
z&FLevZ#v}W)1N1Y2erOAxm^fKequW8&|sJAgcXT>CfjuOD3md8c!}xIRxeQ~(6vd{
zk)EPacI%337kMs4s_9cu+MY}eZ_8Oo_J00Mr{6u6Yd63;@yLgd8WnFaTw501R{t)z
z?9;evGI&y<IHBP;iLofu_3Y@oo2_~O^U25KLpEc9uRM*}`zki-OZaC}T~s0ZgjJnJ
zWz{xItZv^2bC6J!#_!shxz-ftgjSfPV?AC-*4imUG2wRf>Ez5M^}Vlyyy(8OI&I(P
z1{f84uqYOJ&N>y<xK(rUyH+Uf&Ff|Dmty%~!(B^)o?sL+TAfby_cj)De>(mK=XXb9
zK-&!qtc9=Ny|ssYKhtgjzjI3U0`+o&8P<}%u0A!K3c%E4Sw5Vl^~HlkQ*Y+Vq_=Uz
zp75T}0TF-LFLfs~R7$QOG!3lmnXpl<A35pYHt(&_;wH*XYf)j0%hJWy*zAEsNsZR(
zW46F2Oys|^HVs>wO&Es+0OL41pHG<Vx-L(Yg=XxA{{G%&$lTZ3JF<b0<G*F{?x_`g
zu=w{-jz1^f*v%{9a8HNh&AdDP1<`7mmc(7vD&T;W2MTxaSZhZ`yE?7Bs%uqXE-pmK
zy!cs=iKzTri)~5U#yR>V*=sUh2Iz*~9l9cfo3W=$r>Ii<V~g%t>e4`9r)4=@-0}$?
zam}8`Xw!IxptU~yeJsWHA)CA)rbhj(dcX_#7ckZ4-C+80g)PS}5H>;dhiwI;a^y|p
zI3?P1yacG$rFD>H{LU!8Ox#eR=AM3@bK1wnyldket;5!4qp6uEB)v+Uw!pZP_EL95
z4*_Y_Vak^P(j>&nYqm=Bnh!OABlx<AtU=z*^U6swP5O;Zyn)t+;7%PoO&O~}Vp+4b
z0~a3{0GDTfo_bTo@ReyYB{T7*{~t=u2E`|8p(Yqxv6~2B`cjBT+?47*|K8!p$S9=+
zF8Q@U<H!cfP?F=8@I8s{2O}S&@aZqKj=Cxb6GVPioINW3+!M%ue;5OFNWQI14c1PQ
z-Id7~FJo5B`zyJ7ci)Hcf6e5!6JY>+Hu{#xeOD)lPA#7_I&O98yS1%d%p7sT`6D4K
z2~sW1_+Eb(llDw3$oZ=6CcNh^jhXc|e98ZES$v=8C<xzf20LBQ_nd#v^U6ejoLS#{
z6$|<Iu{mFt);7m3U7Tm+Q)x<m7kx{h%S<RaQx|rbz_xKs$=`z*{--a;)OL)yZX41~
z@wY5nLMqhuk<k@_)AP?JY(z6Dl`3)Eb*d=(W;D)PPF0d709EjbwfXmjy)VEbig-ib
z)!`Y-D{s=hzE>7`*Kqh>@C%X*{Hn(ZFTWS^K2sFAJJ?ylXU{`9FSTi!Ir_`aYGBr~
znL<z(L{XMPg>W{go5mVNi1nWv@UC{J*Nap&>3)hG>0+ag_GF3p=|CQDg!XsyvYXq!
zYecU*NF2X#KtET$NMr6kS+XgaioR#PxfdJ@I?kK_o-reb&d5*3pXAn1@6k0c%*Wc9
zo_fZ{*&ITuiq`3#7B`;g{qFSZT~&&zLQ<{DDmb3OY~ssHdeyKa$<^jUnV$;J%r-vK
zTUk)ZQ71^E=v+YT7HqAh-DU?)!F@F@TLB{riC<}11>6{_wcLgnxhQN^vd>DHx}&E3
zXC>3181bUh;Q8D=TQEOkfBkOD3<eZO`8Z{BapeYgOFMfe)h6Uo*>1wvz|Y2=t^Gc)
z=3($tQP-QH^Xj{1nJ8bky0aEFYHBc|l2x5j)~wGoUpv`p_Kxa@r@eyK48+ljopOqG
zByG2p)EwhqYR&(acC3|v_sp>BQ&eOsAETPBP0{ea!Av?&L`WeKM(viy^6y<y9!)&!
zv6rT|jiwnN5*0#l$V08TIpztXmXx$1d^4Q1;<XCHWLt_DDAZe)Q3ZwhIJne&9;BJU
z&W{CXNe9_<5+oA9qw#ODhl7&mT2nOWZHXcodu}FL2^v7hHA4x+)8IP|Si{em35Tde
zR+H=c;o--QXQ4+9MhZX)5#l3sjYc(qQ<BOFmSD;5gd#~jmj$q9S~9MJhCw*-QN})3
zh~(MTfj<06Vw$*7z$tgg&YlciCcEqRV~76inLDkzL4U<()0`Fd<F-48mgymh#%nPW
zvVM<Zbf>C{pElU&%N>#bjai;Zw_AKnYtVca;G%#YpwjwSDKatBgI<oDS6n_(tOD;D
zawnB~M+ql5rH(7fb-JMG(%PzM$3lAn@pTv&QgO2GSPnjvTKf!zKT>RRX?jMZ;_{5t
z$CrddPvb;kGa}Oh#8n{+s8&$81y+2+1b?!&bnLBGI6J*~9T)3dZY7}+zi@HYN<6>!
zVI&NfN1e#)9q?(<`)7mEVT(*SKlIAsd?cxpEvbdmuLzu~Nabdg1?WwnjUO$kSH4$g
zBn9WhX^8Oe_U3M>FeIKGRXCdtoqDN^yj}78n@5VB_<2J)#iZu*Ty9$``8CzTr=Bpj
ze62;f#57BibD$}psO^l3o9mtOwQ`b)lT!dNojyLfT(7)_PRB~%6G@~wJnf^+xp$$J
z;*9J~p>fWz8=0|615I~zcdD(W94jU#e;&B9>`4JvQZAT+*jiz|O|;IX<wX=xMVzSQ
zU{6I3!O{|BW#ZE<F8}MKYZ?<ivcfiJmvT+(0&*7sHE_=r!|nPJu3N+)U$UgZY@n+J
zX<i;dAs2`xAOMdqZ~FKixzt4Rr8rG%K@tgFX|{afMaa@=h_;lE!(6QC1F1ARTyEFj
z)`3IR+t`l9RC{+D(CtN%q|zL>%E8@XA)iId2~l*SMpe*@E9BumvO+!K^0}^-dEYqY
zPp9rd9xs)!ydK-ho}EUVR;6G*y^ZxrdRFUm>+wM$$yr@%a({w)_{`Q%S;b7{yV1ZG
z-mY&x_!N-symBv|cL6Obrne5!;2fm4wNknZIdS??Tr^oXQBAyAZSR!a`0{xCDZNXy
zsPLf9-yI$M15~QfjR)_xM$PTg9AvRcalQqZIFPyWL993QZF^j|@hh{Q@J{R0DC~H>
z1UQ{LHb2vz@MK)+KFTYN1DM1PW3F?{!Rmjj_UogzF8|apHQ$uqDyFJ2Po~H?tteKg
zgh#-?XQo>NDfxSb>KD0jzra6)<U#{lCK`ntdo+TZ0*O*D=xRcAHD$OpOVPxe{1v%f
zIEiEXApTzm8<jS-HlKw5&A^ce_!B)?Cv981{5YUxl>TxPW^6OusMO4V&Rz?QO61kM
zM&0{#&6$Ohy0BhHdF^a*o-!~t{amX<r=L_I0^Sk+GU2mnKlSdy2;4xteEPw<c+3Go
z+Rkde+xKXF4{>PZE86Rr>1mSvsK?b02=GnxW@tK?F->UAcmYTLyY}VqWf`*6*S<eo
z>uFrsTn&o0MxVXDuxL#}Fb|(J4Q<O$vj077QVvB`xhdJ=Y`cZ1=6o7W1**!VwNEQG
z%mBR33ik1W+dh;JL!X!tY)83Nx*ur#=HM^%+v%+W-kz<EH7C-E53cVJ8k~YAo;7WC
z`=KkahDV}KC%36E5>Zd+Ds_5^0teU<s$WZjt4flnRPbirz+Dqy26+h;UdyLk-Cf>E
zVJCDdm|i857uwrX>jyB?YOgy<!!2W=AkNHVg2$BDO0c${RN^fDwcgNN+w#-BH>61`
z@pm?YHJT2;%v3QpJS<P$P!vL_X%iKEdOy_fiv!I17N*9c_(-odk{&N*O?7A(ec+e(
zlS?YeasH@S^q2eg+m|GX6l*Eq?>m}!cu-OecBC`}88>jbbZ^;<taL|eYYpp?_L|hn
z6}$qY_j-aG_eDmQDgicd-PKxf&7+17sfLPn!r0SS^^XPj+2n`;ol^XA-v=G~I|?7i
zg^XBJjpJy}Y{ou{@>!jjopq=FSlUy{fim~0g7s;MMy7DHc88+XJf^1;QATP(LRg;$
zPVJ?wuU!=?Xv%iiK&LhkGP1luBZlL`P?I@9@LE%QYdTNCC&~KT^zDu9?6gW@75&He
z0E~}UMuQU{whiDSuPSHo`4^EDzR>A*5;omU>8(t;6Zc9HjoG{gotN5h6;&R{#%a|T
zpdvINGlcc5bM)EK{UzrZy5$VkR`y&yz8lqak9$EyZfGa}IHt?4l)tZz2eRO&(BJnQ
zwR2+K>?5|MQ*=*cBws$~u}6U+_EKzoOOzk}&3K@bsQE8tR-AHgz7+A%b@cAs77a4f
zb3%1)oLLSK%x6fupN@Eq(nJav?B(65cJ$Ugitw%2`h^LxD3z&sa{h{)?Qa_Uk5Iw?
zjh9GUaF-Rc0*aWsWxf#9iio)9iXpT4WvJ-2UeroWf0O#ZJWhT}7F>W^j_v!udx(E|
z7DlsZG+*Gqz<s(PUdMC(fi~uJ_o@@Q@by!ijMG-%{VX>UkIj;qbT_NzZ3f+zqQ+Tw
zbpzV_QEQ~v9D&L30>C-Fe0m}QUfIPr6V0~7Zb(vGbUEiQX?G1RrAA~5W}1|k83Xq^
zmGmZ3nKF2U%8JH?s__2h-u&Ymq1GD+wz=K$$TwHUAGUVAo*a-FZKR41(%bJmb5^f;
zD)-0K&?7Lqre4?fve2uR_SSVs>hHQeT~Yf2lrO97cPwS7(?uTibqOiD(rCDskVB3l
zLO%wZtmH)1^+`KqfpC#0FoIGT@#~RXSY${aap)?k4zy_aBSZOFgqcMcVyiR?>9Lwq
zK1?@CliP4F=9DI<DZ;F&{QAcNqWx<-%1^GL<sQsc;)t~?;O$YtD>Yi#nLJv|>KaF!
zKj!X_>z~S$770vF__bx|>3tZQe{6U*&UUvl$5CNp?CROW1z&}7=Qbtj(-d3tb(8+d
zagR}m0G;HCj1M*9%x~XTU1DXFXz7C<S+)7{LFNrn-h=vU?Bc%}L~3$wGSmOJOzHoK
z@{OTFa}VMU%8dX$LK$ZHZy)(%KL5GApP~9+!rzSeuL<@voV*27*lafc3CbVH^v^|Q
z${5#^E7zBe?D#_>_!*5Z)o2XYUAI%@l4OaO@`l;%Jl2--szG*e?u_}P7Oj86<xed3
zYdy)Zm7=F%Fd)z&$-j^cx%nxg{Zf_4JPol6?uL=uXu$Y+a}&8KxEGwt;i}-5yxnOD
zI76>HMgB1xtq-3+)P9{<WMdhj{_z+0$DmpZEeT{-Rnx()x^~XabS=0Te-AiDRj|+G
z5IyNu!5@M+R{kSeS6<(qHk#?Z*?;O@H#rlBlOb@vv8s<lE%WK2>1p?=S#z+HsSEbm
zUx}+8G;ddz*w^aFumr9<Rj2G*GC&Iixhni;IKZFkV51=p=Mw(A3XjrF2$J~pn=eOb
z1J{Y<c6Yy%-P5Q(&cGxzJZ&fl4qr)y<RZHb9<}bm>I%gwiV~7+$UoRkPqn!pW3gTR
zDicqVh0%^i?zpmSS3olP{0T$ys8G;%?fgYG;31}HtGZEw6`sMTyn1sjOSyAXvm-wL
zkV9L0e<H?5U7G{tK64WNBSdFc5T3TI{sXo)94wkjY8A`vAxo>*8q({x?_h2&p?Io3
zT0g?p!}bK$9N|hyiZ9+a7~llo`AVKI4hJ|aMR!-D=_1whC>lecr$(gUJkjL|7*&s1
zfDE8YpaJeSUJfJC*OvUROiw!+70J{KWeuBU0Sop9ipu_KwTAUTLboLJm7hwoI_UC)
z)Ssnsb?JdYM)aI>5nv@skia<row?>zD+DLkP>U|s<1uuGx1LXDt7u85qCDJ%qCBUY
zcJ#6}Yt1B!yNr?3;b@MLS_6|g)}(4Qr&mat{Z0t3<5|*Cop!uk?Od2&THSgstZ6bu
zBMa^7z4kkra}wJ7xuWRf_?;u2w$59=wXyZ*cR}uw*_DV&b#<9-62X_JzdXgWe6%%3
zTPAuN<#_q#<vj*Pb+`=u?1M1Zc+vt^g24O8oTdNmTO*9AD(lTgAE$V~->%B;Y!GY4
zR`pdlrJV~lu<9QgxBVIAo7rDJjpN~Gl`4rg3^m^zGs*@%dCNfl3YY8sv_7(`%xmmf
zFX%LPCz7Q?s@2~!pVv?hqZ#LZ`Z4B7M~pedCrwXXnW`dQCr7^q=abkBk1w%&+i8b|
zx;>MxMyK#1FAvAs{6d4WIZX!>))`;ulq3es8jK64XU&@r`}C@i%y!3IZy)&NxO($t
zWqL1pF!|`SG7*jWeslVrhu=H_HemKI>Xtw#rmp%CI}p9MICHqQHB)Suf1#$svvT3H
zb$A6Xa`%G~0%PbR0&W!dL|y4;tNGP!Pk?hXB4U&EA6`on{r99rI>`$&@2@!PVg?g&
z1`Re5-}d@iUT6wZ=LW^WYCnyP4{WgPpbaRR(G=em%wF*_cj-MRiUf1J$hKtHCE#fT
z_0?o~7^k@zmVaAXSlhYu3-JRur!-VJRm8x6Vof+!&9}UWx{0%&gBM@are4&#Z!yX<
zGxYKBd~fKETPJ*@<2MOfq=@T>hoHFhWyW@Xd3laIJ;GgHJ70W+Hn$4wpZ6{ePDmKE
zt^n0wl!<a{ujBXrC@fEmoloR>HG|<x`MI44^Jy!AhwhI8RCSzMvz{5sZHR8{VBqfM
z@m32Z9o+MXRIM@?#rYqh5C59yG2y^8$s+thisxGiUgUtzF1`K+yvJ}#!?-W`kHN(a
zVL0RMZiPQZwVKDP#}>EM=Hi#XgqDB{tn?dc>r|*txT@)F%`iu2W&8O|b?bDV5m|KD
z(|iGv977ng)~3Ew>6dG4e<?ZbSdZc$$Brx^Z2@;B+ia_*xyf_egm_0Sb6y!b=T!PC
zduM6<qRlD&hI0FT`(Y8IY_99K{F-4#x9=<OeGW_-zRoIp#RaoFFc2YX<+ntxbzgwv
zkdC~O9|nXt0)AY6q-tSgv%#3g#eEFDe%%kw4fIZ&$#)p!yJZ#3ZE7puWc(+UX@3!J
zx4r>h60|Z~;{47WX5Xe2_i5!+SnR=>p3!mx|8(uAM<7W_oB_z;o#$d`ltB<fyH^v6
z=9+V+St{j<25L8oOeKpGILvOoR*Uu{DLJ(n<aD})NWJi$?(2|^(21_T_#Jo0wC($u
ztKh`xx8{>tb!$f^!-K2aw>^z{c0cG}?v%_|&X@z_7`H+aPp8uNJjhjDm*<R%BYQga
zy?){$RU*GXA8|43RND?+$*jl1jf)B=B+s9#LCXy=lXJxd8W)af+E?CW`RAmV4mQ#f
z8yvk4O01I(4>5)HmU`vmHS%$0b++Y=2ZXH`Q0ZUG6^Mqs#LQ9Xl#ywe$592<sD`(f
z#P`i_{?3>hm$3sTD?It6MbXBcJq1JtuAgPAqeZIuY|0e0&9Q=+Z$m2zfVuLYd)796
z%BX#&?Tx8>)FNG(GW2WWQmNsuX8fm6JnQ8`fNopLx#%Bs+<)8WkeVtdG?_o=4mvfi
zz!nBSO&DzPe!f1$OfW;yXWJMcklGV1;k;??;*_1;(wBB|Z)=M=rX^pwo7Ppc`d1tU
zmT{~jmH7^_A_Jy=L4iOo-@<+UP3C2B@rv^E_lkE>-t6F6{>E}6%Bpb~Dx<;<@~o&;
zQ-}tsRa{!hdL^~yO901cU-i0?9K<wvvqp#c@Y7ZBc7;$53g`dE-djdR-MxRKiUHE1
zfRunpNh#eSN|!VY-7!NmGzbWY(kU%c4lwi#F*E{7OAIhWh?K;Dbi*^=_ig-s>pAP3
zv(9<(f7ZHr!=7*Ky}x_!EB5D#?eAm%+Kk;|5&<d@<uM`%&$F4ob8eLOS?xx0U*T}h
z?lsG!B_=nAvv>0$Mblg@o?D>_zLfamLf1W-Vwh@76mCM?clGg-rY%k+Edhh4iOa*|
zqUg)qL@QTV!FAwPdaW@j&-{Uk@dN_8D5tkme*)~mq1+YH_YlNaA8i^%EP<ON>8yYu
z`vV6aPSGdl`h9ea*Zx##uwL2gX7>=+(*o!V!Ey0senhNfh(E#h)@Zhh(8zV_Lp(Tn
ztQmky|34iSC`k2V%@ES^;|RQ{wE+Kbbbl|L|59%L2mXA>{=I+G^y{BE7ak|uLm%`0
z>sLu9#DaGZ1HM4$&j#pB{l;0<pr2Ys(?$!%%Z(QQe8Z7BjywBcqbKW!6wqXl5FCFn
zw&ar4P@_9&=JCfaFZjN6MOGg<P})rW+OVa&DvJZc>3d(~?~O-m!wpj40Y3s8<DZCg
z747K<&zJf=XpS7eU&n(xp42FI|DHpn>T@$h(PUWH%{R9hCd$y&%xAy%i~4}eAsDMN
zvnx1$52P!M(M77F;lEm~aKbhv(a+5v)0%&&4LqIAwL<c1`mkY6q(D~pYc!-2TER5@
z6HaG~TtVMcdA=99{jtH;m;2p#-J?(pL3dD4s2QTq{SbAIOp5ts;FU33`*sB|w=qU%
z$}*w0gfGZYQG|obIuSTOLKDc5yVp*6(W(amP94=qR>L^Dm1f*d+he3~H5q^Rr;Okf
zBQ*Q8VtT|yW*%=nxwW`$e>3oo?`cPM(ac_C-IAW|Im=A)JH5c~UlEe=uegq#>z5@|
zVH65E=N5{E>>Yu}+S#e2I6231N6=}An9$cK=+yLk=B5d^05hE1zf^Uz&8y8PAIDEM
zcbH-u_m7na13r|CJE8(G$_F2MKRZjti)MbUNKT@&B@U)Slj7(<F^j&cdjlTizS0AJ
zRkkI<$W?UzWJlFct%5aza`1G%!m4)uaC%am9iyA|g6me5mb0*ZPfZ(qaug}9L$mgK
zFp+A~RiOTgnI>pn&LJw*Bmn_?{=q~Qrgwk!?iqkb+&0(@A*UE##z1;i7Z0A{9HrK>
zVO|k%tVKh!Q)rN}i@J_3*^WnhWZa5g7VnLJ`Mc(Q-M33f8zf9_ob|4-wR=@I*pt}n
zK5?w+$xWbag4s>18B||#LQS>3>)`ImC`Nm3%fK*WIT@-f&QVw{oQ(%(t~|yCaW#P3
zbWz)}-we~3MTf-Qf6Ncf@A+{ez<!j^xNCMI^xA3^)Tptbm4ou#f%w6+&$#DRw15(?
z$F*Pv7u7c1nM6*Zv(t4{|HP8EBYk6*fF&Tu(!G%xJ>aKQZjtoM=M5=`?RKV4uQ)KP
zGQfD&JCjxGy0cV@g<y`Dhz{1jQ!(V}RiuL1k(pnyAIG+Y)Zv&3E}EsrcPYVslKNQ&
zFB2bp|An|^;&>m<?`~4#D^$P?#*fP^&nO^dmbQVQsy=MP>bz~>=mbJz83w#kQsC@Z
zpwB4vRW#P@Br4)(bY2zvMEj)7(zr}SkJTOH7+0Pj`>kuy5J;3$wt^L^|Ck3`Yow1C
zN*f_{N4g7s*(bwS&i6D5q_b<rjwb6^g0e;zJU|YqW;6*`U*na=w?1eSlrWyih}%&B
zb|JeLXJ7amOIl{I0?uTs_8i|XC>LyVS)1Ib_QV+%Do`j%tk>l|r+T}x+-IQfwI24H
zhEs6ZJHo%A0{g&i#J7NFuX3(kMJkzfnxQWYa*j-|CkJuC4=)HLYc&Xet?*01VOKR1
zU_uX+k9Oe;-s6&Q1Q8EHFoxDtqM^?TNP)IeUX|p(p8nE`m*gzP?apt$53bbCpv8k{
zGwDm4L9v(>?owoW@Ne7bIvmSIpjCufGOgF};E1zz`LmxxgN?ewa*8#PkRQE!Zsuo}
zZ9|3kd*Ga~t&TtF9iqBwgykpb!NAequ#bxwwxvIsv`_iJXmZ$c$7|yd^))DL`8Y|%
z7=>YFUj4)K+|1x|2y___E3i0%cPIR@%pIx&SIts1Hr!VX-~QcEygxr<*fQ}yJTxla
zJ~vgU{(om<{xw(s172%wqwr4qO|;mqadNs;j9mV&NU-11<^RMIaZPIh7KK^Gj2>Bc
z`K+W>Wo#gPmY~+)Y_>JeY*ad1o5O#jaK6FGAs8ftHoW&D!<Kt*tjz6y7m^^<fTh~~
zQ%mO0OOP>TXN*GG^j#u&J+$8zTo_4nX2%!!AN78@gpb8~rqjF_#8&kyu%~#1-+-5W
z_|1#{S{SYSfc;7oF1?CYncx{JunQhg?Rq#=f@>bc=N4V7tHYNAXl?r3eOlefTq9|>
zX?6E1fa8m*!~{6O@~8gb$n+hX$E#e`bl+9pY^obKwv6d{>)!3}&kaT_Op4P!U$NoT
zTv9=|mRwV+$b#unzpX`J%{mrUa2+upiGDkRe@J}^Kknla8JFgzuBS<CKb#;(Yu;bx
z%YW7z6?)YHL1=5UMja**)U#w#TMMch8z(HLOW7J2y<yS&xsg0g>n~59FP8`!kJdj$
zWE;gw-Kf}GkYycgs!tGz1Tw<|i~hof^62j$U<FgKBl&kBGC<Vy#<+e1VeZ&)!E(R(
zDBW&JIXH|802xVVnIL{)@R$2Zh5EG_aj$L0mMnkW#|s0v=meSJSe8fQ;WG+N!af_(
z!E--hqFtrgy$Z|_GEvLNbbkk}oeQrb-yD;CIa3S?+UlaT+HEt9;7%S;&!!p2n2lOi
zN_gV%5UXN?z$a#LLL*1{oei76);%#s(9DJ#rAQbXrjZ7Qb#?%!#>ucwvnMBgxd(r7
z2{9&(JnQ$)9@Z1h>+h^=vFQtenX^My-f6QD*KSRcvGaS{)YK4i<ZlNi?I0SSL_#Dv
zpLM!D^~!dw-!D>TeHCw1jw>4^mFKsy)K<6AZGj5m!g|Fn;~*%26180#9KBejOzNA*
zUnmh)xA+St5-s%E$?RVU|Hv|;xtMaxWXky73tTC7d&Y-csh93O1ww1cL!hHpd~nG~
z|Lv)2#>P>kC0*hh4rboLFKAI*J$Vje7=VKUT-kgz1-pq9nHBOd;@n+=6|ksDA__hz
z%`s~N_tSPKaP7Nhi;R_Hb>4v8O|nwB_ePVE2j|O5QK%;?8He5%>XLo~-4eo65Ow0D
z@STN}*iU-S>X|giH5a+b;^O<BF?V14x-{huHJ6qwo2*z)7tqpy3L6(0xH8J6>K=!=
zX7;yzZ%2Clz!T1I>Wfc+t1J6SBd~J%y3J9#b<@#0#-n176PVLMr`-;Srvd+MTBN;t
zx&Hd*NVG{!YI2p4B_ug%&EFW=>vKj3RH9XvT+vGRrOFA&SE#p0?GhKwhidxNmy_Fb
z<8cUdjv|#OHO!DVv3Qx{>w5WIbV2eKIP2c-Q>Abxl89Lfyiuq+L^GXDMU{TE?>qE~
zw-D?$JQM&RgoSadbC-R1<G_&soA$4RX1F%h()EqJ1AKJ5+p=y=cB3<{3CDi424pQE
ztr-h~ddgMcLoopJ5~aXGqB-y6fe(9ow;g6C%g9r{!nX8<;qAPC?Y?DZN;m1bZ+P4{
zCYBQ+gog^Gyv2S$*7akjdL(Eg!c6R~?O%R1t(QrMls9fOo$^Y4h;U=%Sy3$iCLs6e
z&7#SxlI(=x_D}8r-eo&$_cwbu)<wLDIzgk3XPJ~J<pAeVN=*sXEX~btpn@m50Cgg8
zJ;Z#AMP5wHuS9u&(!3-Wo=_Z5=3otIaxi_5MH?EE;Up$ql=<%pD+*+t&3(;fy4o)H
zb7gb3T>5;RalSyDrs5=Z`@QUb6fH$fUF>^sb1-boB$?+Ug|jkp$z7nd)JXUBS*fZw
zQNyPPIl>gGVX&xC_=mO%wePnsUqx!Pl6?y$8938jxGg-pee;8}_<rmn62}CDwc&Xf
z&AwWnO)L!(uMK2&^R2CVYCPLp7%-x>3)x0487)C~mK{?YojL#3F)B!|Em-&o^HAW#
zo75k)399rZXL9f*gX7B;+q6QFV@913c3%*qUl?A_*csY6c@_hEeA}KNbw_KsrxO9}
zWWF@0+qJx5%Z>$BS(Q)#^m;U(x$vzv!5AN4%8;vrMgq4!ho=nEcg{^dog_jI88f46
z(I>D6=@%=^fXPbAZ&IJ}h-w;0u{CROe7~isrx+Zlv3F^VqChj_RMjy9up!-{bNr>#
z?PhuIJ`0iUSAG6-P}*>?Tf3e0Db^x&@~n0C5-`%$osVbIFMK3bT0%=V`QA}P=ODk`
z>q>zM<W+|gV2ZCJ44#_&Jx8~?77z-0*<mPNQ%AqG!uPkbB-6?>8XzNhj0Ks#ak~vJ
zQSBw>O3tRUIL${mIF=%iW{8F43#G`?Xf?rMS`ZDzbpA#3rp1=h7|>+c;m#zpjy1r2
z>`~sBQaW$o6V%%UYkwJs-S+z9-5^!}W(O;CW;v+5q5rmG(58!&G>!JL$acvU^aBBr
zR37iM^P85&BSN3aUwi6;3>^931u46-y}k}=2aU1pVw=E<F}eA<vL-Vu0Jxtf{Si*a
z*js9+`c{-Sh{yF)4kIw;8d{K8d2U!q3xvJ-OgSNo9N3gSMHGUO6dV8cmm9q_$NxRt
zWG_7W_6+aZaN%5jz7Zw@GKhkJZ_gj-Dp`R%w$)a@<<|=K6)IBce%$P5^8|cS_3W_I
zkzvxI_a$3(2CJ+o2U&1B0N8K6-4gblbyPGJFw&2Fq?4DWY^#UKw^0-e_hf)Qzq>JP
zjy4w6X2*%AxGO?y-+f1Wv5e}2s(FBZX@@$8?4lbF{S%QL<uFe?tZu;&TexL;ldi#F
zdg_}U&o;~XA4=z?;53|c;&r+dNoVq}vbR)rLmHFd6>-I>%5EeibJ?b=ew4?r4~8^2
z*PC7?wlK}AtnI~cbH4cq+!c{g9uei=ltpdi>d2!OSRCttpOUZ9^z-q8L?+1g@38nn
zk;>v}&AGm%BoJvLQxnuZ{a5<?P5{UN!Fb5r`$^$&DLtDSt;fvOkX_b*HvQ(Kmzjnw
zR}o+Ay?ULEPv7RxgthNQUp6kE$AeO8KKTLf<5<^DG!IT7`7RdfcVPqI=gP9jt&wzP
zbl<zR_tfbieCx1<$GCYkY+k?jmZaFz^awcPK9*gP=@T2zt<Q3{z@^G~+q5H*1(<J^
zqHvd2__dYzA<~4+aKzqxER(UBjeyWu-JdY&i2P9YhxX0j!i4`9A|)9D>SUVGB}n-X
z6*L&Tfnb{89{Rk;jWh2{Pw)HRrr!Ta+V+3+MFrn~=Op#;Kl)36uVSKKjSaloS7VR}
zr1xHxZ*lJ)$D$cpj@vw*ES@WS9C}B8ywPfSBmebs6T+>?`YP$0+X}J$FeR9XQ4u$E
zjPFj?Z`eng0ShPn1aEdHj1nVJWi;aMf8cumkFg&teuR<)4L|y&*#>*wVwl*l2j{w8
zWx;Oq*7kvlLBFR6sr%eaERAF0d22R4ZIqec>Ogd~)L}0rc;$6c?fG^}bhLUvsI&dw
zHn1P-q3$!b62Ej~JKA7HY+I+ZxMV=D6`||euYZo-y3n5(79A1X9=}fQGa2vz%`x!p
zku~!_+el8H@2J!b5zk%ca_bcE+Beqb{esl8f^f%KFV+)mjPJ<$<9R$4EU49;J(qK?
z?Z5e`Eye6-BWw5Kcv0*ZOp)UhB9u3xuu)LZJQCm}Gg2vc+qq@MGAYaueJ^0Z+623+
z9}K9ag(V+9bp3Dxo>(73gtrc9mBEJ>#ax`r)dw7F?-+T^y$&)1Z1|(HZOWT9dW)d&
zULi@))5W4bG;s)M;`4sO(qj%9np)bHFGPC;s<(2(D<n6#a~PU;RwCufoA2)TNbsBp
zuE}yl_kArV{t1W#H&J?j4c4OfS%94nTTq%#VFTINQ;=*8n(vd$PWoAU>hAaQ(9N0p
zZZIAE026JnVB)x**_hdhmlWaI>D=UQM#rBhnZ-^<?f2fU&wI)emdd-zwPc3Y%>w?Z
zNlX2wW17^@B=`#7+ieOVjm3AsitwhA%R2`xb;%~E$NhR`4)mN-Sm;i7=L>noN=F#a
zjQy-nfk@5zSkfnflb5K^oz03w^_I+0Xa!jg#9_P89d^(^P+%)Dfl8-JWZ+RqahHi|
zDm&itp1>V=Vy>Y{F>LKoY~oR}F~GldNnPMU;6Z$O*p%<yp0;^(oSwDg2o(`LR-Z`V
zyUAYjn53BAEntBaS0b4sWVXR@d}7LpHm_#l#acXA_6QZ{RcLJ1CHUeJ#Z7&tV4V=m
ztWiT%*1Hm^%S&NNRzc17gO>X*_P?eD(Wb0}X<HEf6)=soZ2!WqGs)u0G)gGG<Srcm
zz1OA#;$HnQjwMh*woKl#1Z;KtQ6SPHbh<!)Mg3M9nvs7xCV<8{Z2jjx>;xcfnRl(h
zjq&D))0?T$3f*mBf26?Iv6?sVa4VEalid=Ry>^Pg!I+ZfoMEi-M9n9?1}m95uzF9D
zTn0*M4c4J&nmV<bGYoRXdt~56s3Q<syw;71e!inl5`v*-rfLY0Ce>%0aB6-ede$)B
z20wC_5(tEU=4o*qFBHJ62ua)$?6kRxcGCKoU>G_`J?O1F%C47V$Q2NmY~3JOeuGG{
zB07&Ct#$?ct#7Tth}ES-p?B??<3H4E7KCpHPxc8WGh{v(dk>JcRsmzx!m@9p4#eRJ
z_asEX;}1dKszqhrK+`^#KXRadB24ie<u8*?05ez{X3jam3#cYm0GM+kJ>CnZlm_5k
zb3jxLzpM2$JDy^g2*2NU56AI-g?~j>`itmIiG2tf(tfTYP;aKLv6Ew>`APCP>}AnN
z)(Z5~mQ9;(hvh^?YZUZF&$%wEOTbzt1dx@J?2w*~#pZUVJT{((8<l8eN8>_Oq@MB=
zsG9%7oF@D(M+T-JqWtxKbRMP>ou-<Zgu}==?ikK;1L;Lqw4H}lS?L_<7o0#_dmJVi
zHlL`CJH(>hM|efm*EH)IW%ZHWCEZ4a5U85wxV_z`tQN1%qO-UfwWj;D^)^}3F95cT
zeWJ%NVG(;yoAEpqT6lUzeN<!&RcN!y*O$`MtJ}!Y`$#-SVr9`=j1}$sy$=Qzw&a-J
z;h*k5N{L_c7AqedX#a@=tltVwP;s<N?oFV6&>ad5yf0|mVgAzbt5x&I`1=$7lC|r}
z<F$Z(=)Mfn`@Kr9$qc0%N9YAQdlY~EZK=qo{JH*Ntotxs%$QkAVVsH2C@eW(77xy-
zSn(1Y+`vf>RQGg#+PsY0V))w3F-HMbYWqyhEl0JptEe1&_O4BLIV1xzreDNGViR{#
z^kG}ufN7_3aKi9X?dPMHR^1|J5U7erM}x%P)dAmsMp>UEc)S^K!2raM5^?JiUgAJ+
zdKAwIkrQvOW6Cb)>(}Z$h^_qWp7WyLubE=@8s<rZ{Vq*p0X&lf%^RwmgvI{}heS<_
zvI{OKIx?so>awSuK7I`4HgNw15?4H~2+%uOeCCJ+G(+DXGa}Qk?j#kkwiQVw3#~k{
z#U{fY=1Zcw2xs$oHG*eUy#Nsl=z&d6H@~Y7(p5p608(MacUqx_(eF%T=@T;)vadS|
zOzeO*7Q8ufqgswDe&TQ^Po&*SS}2A3#F2Y<#n;f`BPBsZ@cvqg<=PV^WVOTE#$vim
zXhl$wE8i!MXyTq_j+|lo>GTu{&T+GhR_3QE;HKxs!it=G(CkvrlEU#S0rk=2^uLf_
z3ZN%g|CM6eM1(n_pw_Uc<zmv8w+?*o7ab^7sH)%GXIT&@%c$IQJrZIxZ5f;>q)lZi
z3dBM3*#v6#OzPI=U#zRP@6Fe;uPUXK`uXUPk>K)WHw)B^2|lyj`(jY};@fbVO_cy}
zTR%N}-}XA-#8O(Yj<-QW2Q^&7>m4}5%CmSy@p{NVf>aqlpO7ZcE^E!G>TZ*_-SF3F
zcM+M2J&wS?AW`yA&?y~igL76`J$9UTxUx?<iuq?oxYjypr7H96+B7NS{Sd2tKi^a+
zh(4KhqD&_xmk+NFi~1g9E38FTs27DR&e7TF6(%4K7)hF6I3%04#<bktkd9a({6|W!
zL!V>Al~`H6u4BIP?Cv8Mk2X=pjROJN3BS={L~OPKu5t1mbc?-@ZS~Gf^WpHX+;9~(
zSeq5BhZk#Iqs00g4u5S<FYhzuTjXo!lSCtIc<@g$=zgYZs(Xf2Eq)=#_c?#5Fqf}V
z{4kaM>U|sQqgTI7Rd@{26??R8I5>{X(iMwGRKK;?;A`0W9FwiT5#n&i-OXrmmp?0+
z>Yr_&$!eLeR=5RG{%@FljpbKW*yl;a_wrypa0nknc^oqt8U9;oBGuQx!rr<D;R6g`
za8@cmN&V4N?7dc={QpXu@W-qFAH3E6t>yRJ{_je`5@dBAHal&&^kU`E?nQ~!0T~c@
zZ8Vg`Dci?Uie&Q=p?T(ozo?*ZFRlXpHQ$R-<RP&m0*ep3r5K~4&zqPBZ=DcZ3Ekh<
z%j##Z{2;4;_jbl$k`@GFWpz5uWS9TJt>icnL@#wel}5PWuN{?>*<~MC|9Ia1F{0(s
zvEI(29A6;jQOm#`oB3@w=&V9PhH~>$+~yC=i|=$cjOsgMP7X<RhbQXGNE{4-oO7<9
zC0w{Am@ac)ykpfV^XlD+I)9(xHc~I0b69g;1vr8}`({6}I%y8@o(JuYGo&*V<~fQ{
z6tL;Uj1_VriC+*OYdIF+S>(Ru-j^6u6-_G2u9?wW5^XP(!#a!fSg_9Dj9gPLXSq%;
z$1nGp1hOejrFs5TUTQ|ud|jWL=RydVLt9K>rmzw0xC@+|F>!g)&(0`eYIO)PUMb!Y
zOy1Q+C7Rb_Dn}&wLs}=e3pVzxv?g4ZR1Vjgw=zi(AK^nDp{A%QCmI;+pTrkmL~nd7
z!F=Nw^>he|$cRtfq$=OrF{EkQ*MB>3=jzw(#{DIry57xc&(2J`{eGMJQo}$yWh2e>
zCk;b}r~dlI6)-a?O0kVRS$)+G>Y1>dY5lIjj_-AG+kuyJjz=U)UL<r3H~=y-&a?|n
z7*mT1>oPe=E4eqng<rd0;GB12INqN4+@vdYNB(3oyT&ltLn6kw<Wm@KVzp?TV7`7y
zXbw4)DsWvB#k#g~>ZZjBN=V29EjlfGNh)xFDj_l}$J=kB1qekYn;!ex#k&MEC37Ue
zPsy?3Q3Bsk#XzYt#tw1XVEJ8~RQ_ga#FaQ`Gh%m2?hz-dG(P*V{<HS*ZDp?oVc$;;
zl~F=>yVIDUeokIgT83U-+Q4C{>}A(_k1F9^R)Bq7c1<NK=ijdME=^aD#}R8|8yhtv
zMhfd1w_cAzC@(EmF>;#%C|SxS%AlyGSwEe3%-rm~45`?0D*pcJ6_c#Kj%DXv&KC5c
z&mDS7SCO&VSi7!76;%HCj;5@N`B~-5G&Xgb&JqtAt(H`1xs)fTt<CwdvhNyu;l?EE
zHGAb_hEUACNFa5;BsK2Whn9PoZ3S3?w0PK8HxzBGHWLy#J>^J@+<n_1J2ee*$ZWV3
zt7eq_pnPpUGS`?+f}e>vTcRMGWh8muqQA;v-@s5kvJ9$;{uV1|zuh?8WqB3eur1<J
z=ws&r_3{F#A5CTg`=6=Nu%4ZaupG$Ds!qe0y%45qg7eV<=6`eS;5DX)^JAyS9%gB}
zyJPi1kBG=Wq@rpEauVuax)JDQFD4sa&vu?uvR^=1&WU1B5TnOY$nt<O0xnR)noh&l
z<h5uIwD?Y@m-@!qo^1WXH}K|$ZnS3dW_GOtGX&0Q!1Gadj>U9ggbB!{$J<cYRBT_C
z=TN?SE!PW*0F%uv6><)D;N45r)f_I@8#x<Ns+O$P?$R$FkoPIQPDE`Pru<r0#=ktU
zSpESg-FpFj6uyQ1!KE=T2GgJ}83BpU>7K$>^9t&6BpP-S{7oN@@&bk`M@RIjNnnaW
z3)m1aWpSO8w2fsxaW7u_<j9MsRm9-?)-P~mWlOY0Z`~b$qk>YD!aG+V(u+w=Ih^!v
z%stA`d#!`0TAhs9uNIff&-Qops<Bup+6vc!-??iST6Vo)<C%>gNl?#(U(J?G*i3kM
zz8sy~-2{oN*NFrWguaq&WgO`i=3fF<oGP9<uL4)VR8~!&wC?HEVY5uvckT#EvS*<j
z?o{s_of7gOQsfh(9!)h0()i66x(bLJe~4$f%{<(rNrisaGYXJ=sp~@`BEFT6_Eo_}
z=%1O$k5icjJ*VWwnkIst%MbiWM;a_Z{yh~cbFpCE>wNBz@oJC9Wv`Rps2i0%XZXG*
z&X5pRpu4*#p>1*FSzy>*C8b{9M>osLGSt?P$7G2iprh+|R$PcA7pY4<N(0Qvh|tPw
zCWQmTyQRmy*6Q4laT-DCNsbo!>N6{gJ3z(<dIF+s&jti)Ec;xUQb*4Z-{zBniXL~i
zAH8a*B2Z{Zp59CP*o&fCYt*pEb#sR4kA6pv)yTx`;k`7ij(%R#Cg{OZDam&Zl2Qdg
z_6j3COdo7Liz0_ZQG>p`juIF@jj>7X#Bd!NfpEHSl7OP*QH~kDMXQ%ZO6Wwl=Sm2a
zu2*BJGWav%<IzZLCr|s{rNWDJoV3cXy8!Db^OCX8r$FK-s9|~n3C;S1wnD@B%oma~
z4Go;1Vj6T_g}G}Y(UC<(l{w!*<o7n0i=4?`*?4Rv?Q8nT2zi1geaK#e8(p;$eQ<BL
z>x(jh!fa#VF)q$SL6d@2yuEhLFhBB#Q)8C}sgVgACMQf@MX^bk+u<YP9TWS<S|_9?
zN{u8}?xAg6-dK>>W|1A6?aDvlOrysGJ1lZf&V4NM5dGZqelORMC?j5pvcT`iDp7Ur
zej2U4&-3o%wU`FIOF6rnIgD#et_+iV_0H{YZ7-6VPR$D5t){&hh7wE7zMfr9dDYou
zwSGe@7P66Xo|vc_Yi}?Yo_mAc((8m(4$|Iy$em3CNnCNVm#DpCW*eIV{R=Qea4`(7
z&a3yXSofC6E=;0R7SoqUA>F4q>LzbakE9L+$0nhXd3Lpi97kb_y*`&sUn11G*OdF7
zAhwwGO@r3RpC$@uz6Kk-!*J@@nrG?+9UR}m#(h4hs+l1l80VTBGrCS5V@zvl<TRUD
z$b|1#07kXf8}G#54L9lJ{#59@WOuRW#F_U}Gf0?Q)g3ffXMgp6*DzQfWV_zNP?~Yl
z3ompA&56F#tXy}D#c8S|>b^%#g+;;mjp^2;p+&RlC3i+?eR;vpPb(+0ANziD1o$-6
z-)+0x401Tm@f(%m{@N`2%Ac)wvB0=IUF~R+7SCWDFO}MDc_*@{smBu~0~vo`0ChnM
z_-O3I`21bY9RZ$>7+XKzLtl1!ZHa`BFSnsi7!ny(B9kmm?D=D)8LAlj6!yo#LsZvl
zxIaWVuw_#esn?@GvmL8IL6|^PCRdf;w>QYbWe~>LJwJVEwT(-@|M;PJeCa?q_pRtG
zF5kCk`5KAV?g3jV=9(+H9fs<G6*ae~`QYGkVpeCEubd(OLYr(}_Hw_1-%(*sZle3?
zUL&lHLZ~T&`RvPXcTJEQ-Zfj!!lt`oi!C8)*R(h~?}K`#zlZ6oBY5|;>QKoLZv!5&
zLRa=ci^|Ui0XK>idc4<=4|w+SXD!2vo`{L+;!6FcDIsOezB?>VS5b!4+-s)DACKAH
z%|<4%`uKF#=q*<{2Y|MF+8-mv3~%r#o?DEj5b8v6!Fd#oZ}@~&>AgE=mNYSYDHmWo
zVnn(DPgWbNw>n$wai~abW<!Uiz%ySK-m-8Hkj%4cv0r~+SoX4qAOQDWY8x0t@d{!-
z(aC+OW)?GK#Z!_?KYtt27C}*9smh^ScqW3p@D^a>I-W#RI0-63<GFV~Py-|E9Y@qf
z_yRso$H+#<?|^jGQIfSFPu1>o<%4%%uUabQk)TP}!@6(94&ZT#Q>p3OeV`7rDErVa
z3jk58nJ198*k(N8a-Gz`Ro|ddp*^8N@^&)y$gK(pHagN#>DY3RtD(#TjnCo7K13gK
z?!73Auyi2$H0V^}R_k+{P&CnNz?eGQu+q6QO@=r*+Axyv{<sZhzbFC-tMtpt;{ZAO
z<pV)9b0a9DzMLEc(>p-Hv{B#P(dt18bo#*CQ;J>xd;OBk*Dd2I#^565R<wb`t8^SJ
zUJDepU5guAW0?(A8JXWZ;#Yme*fay&t5y`|b=jXe8E|HH3|ll8Buk1K*g4p#!P_RF
z`)N`mCMyaB=@{?M#ZjVw0);D7*$r;KhxRtTp$U*cn$%>)i1PA&K><&P7A<o+x3cBN
zGf63JF?Vm^Uru3l8#tkQ9Gfx$p09bX?o(Uwh(hWbhlEnWnnly6*GiByCY`&TO+i~#
zEMFZnHzi;UO|aAoO%^cI?!%^6FrJ|~9BDA5+_z**BrkB<ig%x{sIkq&_<^D&{@LhF
z@HBzf-b?+nMccL&j!zMT<)k$hlTD@eGH&Lv1+dQD$Ieb2!5;)%4ba2q3(bnmNGIxm
zpf{RZsLD#{)6yuR9B<3B*wAFgLw3~dyN^2sV639}N9C9V3gU>?p>#U5@iw!g#98Um
zgp&y+l0V>XCZCdnYD7~_y6@q2uZ$RhWQEU8-E-+SUQqFKp$3=;X{CojS=RV8O~I!C
zI(dqA0Uu%Gc}1P{?Is7Ih4*7S`DLlhE9yIad~8M;C3$R~gun=r9aK6+jBUA1+U2Js
zRI><?t!+cs*PJF`D-GYFvv{(>%X6#Fs;nmwa&}#mtbG~2HH>0u)`JW@c?21&W_luk
z_8pZKvymo4pB5N93r&W6PaiZlKl8rp7tD%;U;f;EXH%Y0MklU-&4{5gwS(1|*ZV;l
zox892`6V3eHITKVN+SKkJ^oItaZC4k_6j0o1D^FF*5*qxqZ*XCn7Z%fFp9qOhJU=n
zSC?AJ4HzlN_RyojA2U?Mx&vS_iqeSZjfRtsO6a`r_j$@GkDlh1mGVe80DOzpdDya9
z+L<)~B_>S~P+fCx#cinZt$?Rnfd_8oQ12iVLDaF5@q?klre%tu22xh*&Ymt|<K@QV
zZWyj#f$}Tik<@gOv(aqU2JfeI8%m$N?ejZ#f&!T9QSb`06an4^?`NMyl}W5iJZ5-`
ztW#~G%<b~%5=DFaNdg+*7B_8*B5O32I}0k$yW8;7g-}1JJL?B^r>}(@OsCJ^@uIbR
zQ>0@MIIyaSUOvyXPmeiEP4BodGD~Dhl^wzRg7n^Tz{r`6*W}DhgXCIQ+a0vA1u||r
zLsqK3oXGUVa#{bBofY$iZFgErNU8}DxY#BLz$Hg^pnec^K@W5=6#SwoyTr#GT7Nqy
z-)_K!y_97u*Vy5sl$9gj`!<<_!hl=|!wglFs1ql~bI|kX6C5-1HW&4&js213$nE%$
zg&hZ%s~KANBwxS|nmvbP?R%-3-VjMS5%v1Moi}jk-F^$O$S3l<lO;eOq%?Sf>p5d0
zCMeply&xhiVX>IlYhS)Ctp-ghx=m$PKbfdPt>DL!gbxZ>)n5sRZc%s|)r*!ufr+k@
z%7FGyJoqr04wh}#zC<|0P^xr>;_tZAHHL@Yxw~qetVi2@^d>C3o$vhWE5{+)MG@D^
z2PlV;-`|-*CzLg(L=kt(A9Cd<?31PG^{#oNU(JrC9uB$FX?yFyRF%gKO!92Uct8ec
zl^1yi3}6*})^|%ix+dwYU2GX$Br>Lo#kD2!JWyz22sVm2VgpCc0WHpCN@_S_F$;o9
zdD#FD+Xaw1*1&CLzIs8sr@lgs(R(dmod_*}GXaSxX*YLo?p=G~q*!LedonQXXFNcM
z{^Nch(EApQJN;|wg7YD-ZiyL?A@Bi}PicW<X8_>ULqY)XL2a^T$Ao=cZ7t%(T<=n#
zk*@WIgSa0^nL`TcGpo!&63bii?mVd(cI{YT@6H|!HlHAh7|`eAU3iqU@nU5IHM3nk
znU6WXV_8`>MUp#hj6Wu$*l+A$=TOR=G1i~e-1qHKa`Kjp9`tyc$#T5ubGnu(b&g^6
ze$`?^!j}Gvc2(xZzFl`&QL5bZ_S}T)EYtC-=R<EE4R5%jB<qO=YYNk3VAhUWwj*<L
zD&WoRl8jaPO}o@x(R&xExtcnX6IEDQGr#Om%$P;85+rtZomuMwhO)Xdm}%rXBf&*N
zS=wR$QIxwxK6Yg(ZFdYAs1IfPM-D$WJ7#8YqIfY*V4ya5vGuels4|XHCV>2o59pPp
zDi6iJ=py3dn7x5P3Ee0Yon0A`8;oiEfnk;Qn}hAwgKo8rq-)LR?>MP_%E?zb%h#({
z2ldz`{i!^sN;qkBy%;}xvCAC29p>&g4hC^YtXnsgW7XhxU1@6Qm~Pw@`=o<y*v5nL
z^leP*mU3hPt6aLkHn%E?djJaLh|*nApLV5q3AezQ_;xi**Fo}0d^=mTO9ZYmd*bD3
zy>d$~a1wmK^lpHfkS<1S)$M5_!lyBhI-UdO#u8wo;Z)fUXPv&h8a_0IAqf}{_7;jN
zsB!9kU;YF!p6#dFrH;0y)a$=egW8_iZmF3u9ZG?A7<;IS>{jJv1=`mmIeBk+;=j%k
z8HOiuiWTdZ4h=30XS9*5s01a`#ORe(h`cV<>n}8NmXLTX<}f4l433M>wNzwBtv&tp
z<d)FbE#8`26cM4X29C@ZyOmEgNL<fEeW4oQQVDiYpNQsz`DGPM>Rm`<Ge{fP4qB6u
zUcX{<8#aSvh2}^y_k?~{f1_U|-jt-p;guI-tPC&GmAE0F?1pQt6=2tQ$KD<1o5ETQ
zD(%=K9X=40zpyi+tz}!2Ftt39!aaUhR~IlWd2r3D+~uVf6;y;hI;m7c*Y>>Lb9I#O
zoZ3*+_H=uJ|HW`niPZWgp1slBoGE%6$E_V9yPE5tsC~ZX{Fza^|K1PCx77rT;D7>}
zUN^CoN4a^vF{Q`lA=+*~m~da&gG{ZH=Qf6{83u{G)LGV3nRG(DFv}>XU0`<Bh;6Ru
z(vyX1JM8#2rk%dZ3sB%m+O|kCjodETv0QdsG&ePXc<Eu!c$7D(fIS6?M^)}ZgE78~
z(+9;hWC4?ya{BzcXbJMojg;4e!?^Nm9PC6$Ce89NtHjVGH@8T#GPz+xgIkDrg78P8
zn=YnY0Foygjv_RB`d+q$qZ;MiJ=RuK=ID~)>D>-Li)%F<4O+!YhBwBa@!{86uKOiW
zJBS+LCWrGZReI93zmS6z5k4S<gApr=Ue9-h4FM4DqqFd7?5go<|A6S%f1E1VvK3v~
zZ5XtnipiF@K7(|>r!910=;Pa*E7F*LnsEmRU9V#QHb!S{fB3CTtWb;l*)m0_kJE#3
z>herJHSary%I348Wo|5o_DI^EuTxn&^|de`KyfF|Q{$DRk|Yv|QYgT9#nzVDGu(Ll
zZ93iBTW$X2^4g*3B|`p;-Rh8DC*!p(ZNigp788{c@i^WR%e^zfY}v}@sbJwM0Emr<
zHF=kAr%Ez?I}ROCqG_1(z_qKfl)<`Xm)f?LN;X9mYotb>DL9ssL84G#?O+$9)o<6&
zb0el*6|;yEbkW~GTZKN5k{=9a%Ue`(9`RjspP3e)Zh<s)LORs*5=NK==*|{3S-&lY
zN4+ByB*f;vK_;4NDZ%QW=GirL{S_1++(a5@yGOHTUmp}XOR#rkw9tr^usn!@?rmn^
z)~l!Gq9}rlrzP)b|5{ZIH>SMD@2r8Ze)|!z;&KK1lSlL_I!nB%eC0IW)XOWk?u_VE
zZ9l2uFOa*eS~~4j(*Sh%@3*7b8QPvWpT}f{{z(2^&*TriRZ3<#A6aB;c|zQgwZ<v%
zhc)1Ns|>|=^{gbJFjSG@@nj7)@kHpbeyko5e0)C}U75W;?|Ckh?-+n~*@3*@2YnLj
z7|A3f%bXX>vE|RDtNz?CW_v6@6y-~a%5Qx1Wpg%S;qiO{=|AR>AC7I~oI^%OMJUwk
zpr(AD#D?R%3+XZwH<FGJ)74rnxBA+<ukYI|YzELB#Uy!~o64nm)zm$r^%bIsy#iV8
zKy43&uXQr?-%rVi_2Qi%e(5nNdXtLnIF>I$U$3`lf1X<tpyO~X$oqaf>)Dle58utT
zQA>wk(Z1uxvpv2<2)F6*A%-MJZgt_~O7JiZ2R@0InEEEum*=1sxj%K6P^?V<-h`m)
z2T>0k(S4Daf<QjSDP|rH1v+gsM%YDXON$>v`+`zpve8FsjY3$~pY_j7>-q$j>&arq
zXWS-fAM1M6VyaATkes8GPgLvcRgUB=CXLJYEpHX5)xXIJcnYG#bgWxW<KJYW<Q_kz
zUb9$i(D9Y*3ol5f=1^MXjl;7B#hfNBxv{!ianNnB*XY$pOtaLBeUo;u+ke}WV>$E;
z)aeu!?q(BvyYkC!6|De)#!jp@q)7B5KHdCxQjTZApt_ob$ZF;Ygv#wy<&L?C-L}DH
zLB?>+j;951KGlqhxdZEhg^9@cZW_V<yY{8J%Evc`B(5V6<}Kd7AFSEQ27))N2*~rF
z+WQ`j<UvFKOi*m(b-BJLI(1Q%^y7F3*k^WMwJdWH<>$>zD;u}Yq&lI~V4@wXJFz(i
zPeFbD5Foeepb6j{_ml)Wgr~h)iL>lhGKhYdN4c*`l)E(d6$_kd5bA=w?e9e7cgR_(
zq6@U^S%hWmUZO0fP38p-95Y0h>DbZru5r}j)PTrctu{v+;HDB0Mt?gyAf<0v?!;DK
ziDr0X<2pJ<sD>lRvQn}RmAiL^2eC+xssBu9-X&Wl1q#swn7daA5XDMlB5?i;AT;a0
zx~l}3?R$Tb<*RnSYTaZn>_FCUcX86Yk{~VHgGV{>XwnnbAES)ysgSB-nN<U+;?k~k
zFx(UPq>SJ*<n-cSPUV7hr?1JyZK@qG7G3W>Jo64sAOhE%SGYCSUU{ccy*?G&fa80K
z5cJVvJg0ftc*U*O^NxCuW(^cNsVt~^p3oMk^R6G3JbKf!=t<dke~G~irS=o=kxhwv
zdAkn^+$JSvmC8Mupvuds7v?>~Il9dlE52cVJemC-%$>312K#;4DyXU5h%D2^tGwA!
zu*!|zpy|q(4E^73N77~i*N#6hQg$$Y$w#<KdRftia?B;*IDAfTY3Ol`uSqIvl122h
zsM6Nc>=_y>e>CouWVVjdvrx>1cvWb+KZ#}yZHH7==_ItjSJ|8#y}8{<$lNdNNmdQX
zt>^pJ;)HoQ+`yS9F>ZPD<?V;H%rK&=mQgnAc5c4dq<!ggM>?x7c{gE6oO>n3CkGhc
zY2!uvfcK{Iqu13p8<Cs0x+@nZ(2XT>ehv`xtN<tZ2U)xG!;A9d16lU+hMJ%>+i?r5
zm+`4qZ8v?wWkxNLFQtiGlzSJrB(}4^{0e@s7Dvt@)0C6WihU8&j-u8?XUj<|Z|2gi
zA*O_`h=iL~BI@sw@g4m+CUfCdrVo<c)2tJXLVdtln_3y<8NTSE^^HeL_^FjiR`JJV
zWG~7%Kg;$m8HhVG@hH^24|Nc7I4HeNRZdjAUMyT?w4G`&!3_dwh2rmcxZ;-ZMZNDM
z(+!s49me-9ppq{ZoDf++9DNuvACt4Dm+Gf(pt60Ptqm4Tao90l0o}3mQ(}8;CrW!0
zdLQUOTuVHeo=DuS`?U&4Q1pJ3UNliKCRTfm#M1eMogAsv>G-ioewKsBfH-l3trr$v
zmgrVH(<A$~?1%5^Pork=8N)-c!HmfjG+Ph3XWijASDs!wv*SnD0c58kFP{&=Qk!46
zb>C<ZpuCtaPU*Nt0%>!9j}d%>en5kIqoF*WCIBd6UYmLs(;lKoLT-Bl6hse!;z=Re
zxYGsPQp4q~+%z8P8|)bBUr%u4y9mS+o!K~Ct-K>5SHHTXVBokY?Z<JXcgu}iUqW?x
z#~@yC@tV4W`vApWk`i;3VpxMEHpKI;;-m2$3*=aXj-bJTm7_ZwE}pBSp9TM(!XvSu
zQZ;*Kl74wnVJl4V`>Yx#^q`UY>0*=z%d94%dHx+MpxEn@9cT;dV*TrrJt^#XdJzmm
zUg9Q$X!wy{`^<}t4R+ZFajM1%J$r^pamJ7N?U-7lGA){VowuU|4pZWh1?`1Wj5iP2
zN<(DU0@P|kR*Hy=u2TW{((>EOR^s#>c3{;0EZ4`#K5^5z(Y@U735h!clE`zdM|%-~
z^V?TtA|g6c`wBkk35IFi8-=$|@>(p;sT~V_d*e)mSqkPaI_`tUzt3|Tm=R$jYQg=;
z3Z=)}v|`xrEX--vrCcpcJ9G9*zi@Htb^jx=4mNwh%hbi;+%&z<mVjlG8;<zBdMlbf
zjn6mv^hnvMo-_#gCgS6&l8BZggt)?4!l5J&2+i{&(&G~>XsS3Z?YFC->!BELU83iP
zJL@t;A<&w;G{Z?*)eB~cNcwXQdB##IZsH!on8y@$$7Z&VZ=KaRQB7CbDuY~IuC5ho
zpG1}I-xeS*JhQpp;bQSEo?6U!WRpLI%HHoo1|#8VQEhlkbhOj4m1E!)KD#*bKb%)f
zbEWH!$7WQq2i*4ej|EcoF(`S20w1h%SD*<F>*g7hlA<*MM8(F-Fh9>@b$EDt<#8kD
zHGdNoy}cDCkLGeN;IMH~*FD({Ln;m_nBM~q0dM3tM6Rd61?<W6hGx~i|3D>;*p#Z4
zTalFJ{FRmWO*W<#zVjOd*<7xaXVy<&0u5Vo$j&O`Op>u%LI_`Ub<AfHne*sZ^dlOP
zMD2k}YsfSMCJYfe5IJwX7oHR900L;)3N>t$VeUy;Yu&M*`hbm6_!ZH&#(`xYLVBOw
zlGkp5d~ZlJe#`P<=7b4Us&TN($X3f5r0ius+Do6hC1c4-jx;Nw>TgIos5*dkg{M=u
z)2%!gGDJqG#B<c(pa6q1hJC!R*HH_2&a$_ja4rFcL%v$gC@`+AaiijheBx#7VZraM
z_zAo)Z>govI>YEUxSM^tmuVrc5nr{)5{Vl*YtQUydw4YE1}HXFR`TgQ45UgMo%-K^
z+dm`}aEYNkwIoK|SV3O_u_4KQjo8eBWs9N#Bc<`HJ{I!znfBnXD=*i-+kfA+O!DJR
zkaY*l)Ko@g0#$=XveHPFn;-rNO8QAj`jnUJUv2O_KYP&N-y8ixtLcc`^V``(vdgDy
zRf8_67cEVQPtjjr;#}f%W#bMJmb-5o{UPSc7lCJB1x~JaFAMZaZ?XZaqe!RPR*F|w
zeRW18q%O}_?ik=5?5dBgIj;}<8BfnAL@)0f$`?HB<JbvO)}{AVdJS1DbKnS55m|Ci
zpW+0iDCNTRQo_xK>&rd(Q>9koDm+m>#SD+X8{c8Fyn&#25<olGdYzoD2in{F2s16R
zny>qE2?dAWQ7cYBszR?v-9ju{tzL8}?m?kq>vkS6{c$r7g@|k4>)18;bEwU=vfig+
zvy3_#5O?pl)ixIjYH9CfrKh4v<f4KG*^91QdY=r`JQcWj!&O-@V!u2S(&ub=z(j|N
zy*a=gT>#Vll(NYlm28=cp}-?$kbZvYGS1b%3athNY{0=|%uU*#SN^(1OQtb#m#ix5
z*K<D#13C=TT3Ibqul&oL<Lmyjp8t68-&_ANnEx^0|342@#e?rF{dq;H<t?R7CpS2x
zTD*@>KOxGca#@XkH9HmE+TGht>D)4{I_t|U{iO{r|LfMXGa=phWxzyWz!~ty39<4f
z?vCY`CqHLS@yl5Wb7v1hx#Vm^Z*DvM1%E!|q7mW0yW4*PAW_4;iZ_KDtX(S^w7Y(s
zL$;o}#=5mwvkfFb-<}XpTC7w9`Oyc?d{Fp%on<yj_mrkAxO^mcW<Q+AM>8LAJo9%p
z7h7!VwVxUGu}`@aoO3^J*&(9Dr5+BV{4fBoz`UHQoO1P+`DdXDbAHEQI#EQe#^z$M
z?ORoCmiTDB@sVj?F8QYVqk(ooy5?sSfry5>x`t}jE#el}eFkYW(uq5T4WCQbci0CP
zme9$j{?vvmrb`WVv#hgxM!n18h;(PiNG8QJ_Oe>phz{k><N9e&BlL=&s_}>5ve{Mg
zpK~Zp`bG)Wy|T90T~WmihJ2~vwGJIr_Dy-!#!i*NSGyQkzi))jjD_A$Gk&a(D4vaF
z2NsP!5<qWA%&-H!+TXmMWgc)#-5Y)E|Bg#VecZ*#NwRTj-`>yQp7a;-t6;fMk<!NI
zm`grv07<C_sRf=R#|G<BhPk8t5vg-*vEs_fq8P2z4oNNColE4`Kf!PWJu2@e!Tu&+
z>}pbcn*^lPL(`A(--bWpQ|TS#E@B-Iw|}XPQ8R^Jok{ahz#f-H>|<q~K`?C1ou_Us
z>onQ^#-ayepQgUT*EPqlbvmEA4ZgjV-s*!7JQpqc{5D2>`lE{$_fS|a5Ysoz=twzo
z+-9`{PjRY!C|6JhE?%l}n_z`*KmEx@h6rf6?R(FSU%k<4t9Qy`mA2Fon;~hW%~1Yw
z%+9^o>RoF>KiOXy2Kw}LS)7jo?&{;<cY|q<Z#l)1dJ@C;VWjEQExD*x&$bpp*Tf+G
zCFZJNP*!(4oT8q6K>O)kHsFrro`qqZ31vo>;VS-w^bk~idaQ6*l6^_EHY4_v4kp``
zmme7a4{3eBAb<0!dl%+h2LF=pQ6kA8$n`-5_@2J#EW*DEGi2?-$Y>OBC58tmD>!kC
zx+S+!mi;WlXENGfpsdl28%W=BTG15Cg<atV(zHYtv_1h`HW3cH@7o0lUF}seGJ5*K
z^9$RJUE<_4;X{UE^lU(_jAGQ`k^##<Y<2zSn_l!@kz=o`ER>oC{ps!wzn#LI+f$>}
z?uW9}WbG4%0Lg-i{zNABCc?J$8%$maCF_B1_ZLdIV$AKE$tQ6YiMUP3gvEj@?Xs?{
z%T>GPSlR%4fj~N!ly*LWF=Mt825ZjZ0uQf%O&4>T@_WeZ0jxhc`UHjWN=M#fzTA||
z@xsPRL`E5=X?<!j1>~nM3aNl5!j(_7Wc}LT)E3HzI>OWZW@wTV1RKRDZcJSX_NU)`
zNU_*ZrStj%T9HMMQO~iNN=G&7k5l#*-G(2u>c9MF%?0n=7Tz8_d-27R%RskCpqEo_
zf{$yU-ZZ`4?#5h&x{r^AxmYds5S;XNf;^jQS!S`uC|9iS`?C(-;1kBUz>$uK%;k4g
zG+C<}8tSaKbA6Vf<_}1C9QC?Tuqyi`j$3t=%>%udM>D&;;LoNp99m5!)vW?1vp0S+
zG_{)(T3Z+j_)fPsHw=?RAFh}Pfv}d(5NZ{0RAw4Zq_Cqr2zC>2muTIXqvCA$>(@~A
zr7vu-1brZHR>r);chi_WP0d{0T+E4jppM>TwToYyo5X@MR2@=2a=bzjuU&TcAPU+J
zuR2!yXNe!m;ILA_waU?-tUhg}Bsp`mj}V|yE1DB!5%GM3aCL5*RGNg;3N$g`vZ4C(
z)+-br-K#KKQ(go7(d4dGp0>CgKRGLQUD2MpOGROSSFl&8WJtaVo4q*o+yR1qiDlvY
z-_i6fQ`lT+<Fn%>jI`;M#u6WuumXFkS-Kg<ByR3{BC#6$Q;>WK#AgF;E}yVC;E))+
z^*<f;fU4`9#Le0)%l+)UD-J%I-WJ0AkIeu1=1=ndxp;nc;NQY8?)q=x-_`OjIs8in
z|5CxfRPZkq{7VJ@Qo;YZRM2{We@bu|FieDR?PTTd;fBqW|D)t=;eapjke}fp!;cal
zzn}o`&&&KGLjPPA7iZv6v39ccuw&pC5yoEBWZ=>Eaj|CL(O0){u(tGI;L-B5@c8SB
zBFNkpdqdCO3j4I6AOnwrwY{yK2Lrz_1COGUhqarFGtk__8sEds6Z@E~Gtk*h%f;N%
zn&FY)-xX`An!7tP2t0c9_s_@n9_|{}ZnDlG7iTAHCl3Z}J#zLyY(?1rKWchnZRu=f
zjV~#Q|Ib%>U&c(>Yu(o&4V!bdd~x$x+)dI+tHh^IrY<f>b|NKZyP_Z5Nh@}^-#$R{
zM0F%tXjZ)5Xlbk@jElG8W9x;)6?zGT>YFXW{aBh4D`MRZv}|{ElF&KFs=Dp|BrRw5
z8bgHcrBH*fxnI>sm6estX-@p_IT|&CUsRJ`E7HIIyatcfZH<AEhli)Uw6w9lmWQRv
zFUa}OcEG^^hd1ip18IeG5ijKG>S`+ANpWSlynej_05Jb1DAH9!Un$9IFH~CTrKSw_
znOCyo<Kr!9lS@lWXulJ1+;q!X3J154px{EsO?^Ys0s-k54R4{a`&=?EFRE#qU@%y9
z_0Du3*vqSh-rQt4ycUB2If-;@GC1fnD=a<VkdAl5zs7h!!WK_+<B9y{<|aKYE$!XA
zcj@TP9=10Q+;HZ-j7vc3#_<rMY@8c6ys*FWbWHQ(b=NVn!Bbh6%)@JeZf<VAzP?~E
zI56;ho?++R_>qXDBryT$D+RrU_ZxQ<&5deqtHlf5@Tj@Njs3%pKv`K?d3n&W^v)|v
zpSVk$m*elbd9Yn~l!;j-ARluG4j~=zY<T$Le5cRJ**VCk>ZmH!$;qkW;}yN($1y4Q
z$OY<nMonHRkqI+8?u9)Oc}d}*NZrXm#yCAaeI{BxYqNjClrp=N@iJH;MEiDFjMg)1
zqnXj?zQ~Mi5i>dRr=OlZEkKYbH^(*D1wR(Yxs^L{aVSKPvw0;VHiROnfG2q`3xXEx
ztZ?fg{U{w5oDkYfrNtbP_lc3Pt>*UsV(%@W;##(LQ6P{2!6jI5cXtgA!QGn#cXtc!
z?w+8*Jvan+3D&p<2<~pLBYP+3oSpyuSH>Injhh|}dUbcLT2-@V&G}7R%WHVIEaQqJ
zNWh(6LylRnH|(}Ih7pCZ`ZFe>MpO*3gMop*LM}H;oht=rmcOwZ<N+VFI0ca(55=&(
zaGv7OG$SsuAA|{p*d%(CjCO%Fde(dW#@tIcL#XvyQen-PZf<Uh;dyNLuAZRBX1w^!
z0H4M1=6!6$a{^dGK>}%7<mfmHZlqaEMilabT*1RpE2I#l1x$G`QP`-#BGV`YaSB*(
zeP`yx-5`4wn{k8_0caTk7V*|`Z~a4+d?OtPfkIrL(XB6nQJE325tfQv$MsM)qrNzh
zLCF%)&vG_O1-A*1DwyNA=3Z&|MG!fBDp5A>H5;KheMW-gN9X_MlU#qwK7Cz5z}O9G
zY?`C~dT9~q9wh;*o45Tl*I7>JyZXYYARI^soP{O)zTPFi$5|h^30_ZiCHQ2%Jrz{(
zoeNa~<*19!4UC--^a`L%%IEBdZ1aTV%)k@1RY{RhLB4CnuFTGS;g3>*I5raij$Gxi
z?ARtyqdGM#y>*4$J_f$^K$<%fPH<;Q%z#)bQSTs>wB%T%#DDZopi=mnKosd&1H%#Z
zhi!jO+Arjyi&q)~vleQ(@vWnitqDe}!27c$h&!ku<(@0M`>IDMB9&tE6y=?rWg+vL
zcuFg+BH|6#1PT_O*jnvuFYiui?sxs`7a6-LrhO(1dx&<K+`<)9G|6Jr(`&oaxUU*v
z3eJO!*VBU2*41yXPEHJns&mn!s+-COP+CU-OoC4Z6JH}c4wBQvTyeTEO6`{mdK|tw
zUfb9%_hkT9JsZZrQq$Ls_D)Rm_5#zmkrMk)3H)8EewDzCj2x_g31C(R*8dd1tPDTo
z<bO*5Gjg)C|1E-<*cf1cmALf62973r24c3aT>eEi6MUD=|5K88UR@E*@mcpPDC`FH
z6p?4~B0)Zws#;k=ujA^ni2AdV4<2~)aKy5Qr6%ilE>^DqB=Mh>)+g-fJSS-~xYm(>
zhcK2PW!%2&UV)U4wNekq7iDJWE<e7B`Y4g<W#YJr-}ul_R<=a^-KA3rd41gweNVcu
zV199d2*-l$i}&5B9Yr*1%<}m9rg7`OV4ghl!xL;@p&=Es=^y7YL28t2jLMNOEXXeK
z$2HFF$$UudAlBPEcixnC{&B@fD6SWlwLPK%spMPt74r*avFrgF*?YkSTgfxSsVCpv
zUEX+4?R|KdJq&H#?dufx@%e4N_RbHdJCp0}PC{S4#Nhevk$QUp@$zNp$>wGrc~3xU
z`2IzGt4Bo>>b`f|)b!`U`mXqwMTsCqQ1<iMQ$YGM9SwCZ{yEBvQGtgG>rD4$%Ltjl
zLD1Lrjwe&y7Lnhv>X+t^-6g3&Pk?rEX8Lmrg!_}|Mx6aNm7Br(^_n7_i+w9g3k%-k
zzlUpXVX@d+YqNKJe6{7cNqlip7VqSh<8G|~+VN;?at;xX*QMbkQS7_x>{Lg0b1PO1
z(GsAkotFCCgpI2e<@_vlo_qx_ou{$M^W=Wbh+e08=IlrJi%*+e&Q@p6eZ#2-HuFTi
zV4WTW>`n)-mP!|AT+eMU78U~$Z+<M%sGc{X+kqospQpiXZ}s+6t?0&XeTmQJf;~lV
z`~;(HY0k6d#`9skt?k`kqfuL49>2d?z?i$R($YvWscqm-KbNi3)Ej?V#J<n(a%K6j
z{N?hp>Sy!IFS-v4Mf~hmrL@D<fnG39ZicVUHhlBTmb`d&^>0Fdwmdmn>A5J&<ZY_?
zz`=dLw4$TcI0<vHn4c~4;o<ym;<;bBpPC#DRR!WCCf>`|v1c}4SzFKdowxqA&OH!b
zUYvZF<&9OO^Spe154_*l@jW!OlSm)jw_|8zr2Qx%HQ#Tmrv&NOn57@^?br|0sF$$#
zdqju|qFq~_N$A@u2txXCe@2@6zHQLKS4t_83BR#FAw)Z_EwtG;ud#Q?8*A0L!SBaN
z;4286eyrbyEg&LLM=fdi{W$22b>Q=M>~9?YmWW^;os{|8F@dl^oe;t+_;1`Q2O42W
z4A!?}Bv2#5K+v-~zkd2N4G<artOke?|1cG3KmFMoU**;xN%aQI`;Wi{?T0^l1EeJX
zXmJoU`2$8kIPCu*OeH`#FAF&E;JUtDA6WVczv(k0`SzM!KGfK_m^ivSm$x3A7Q{L=
zl(l{`9ib^+bRUJkSUK91Y2f_^1qI&LLS#lFHm-O&n^_!r`MJ5iI_tjU2ei!bb8zkF
z%>6K}T&b<y?aLqbC&!0U%|e;?0DLy=J$ak-+7Eg+UHgkYz8xLJf0-^7A6MFXninu+
z_m|YPL3rNtTH#8-Zuh&rFza%5eiwLm7x{C*cZdf|Ewe862eVxu<E7|m?V|2UO17d=
zV%fZFdGpEf+5TMZ!A~e|<pgM*cd2x_>F=*+)*Hg_SYT&hVPb5obKM)>I3G`M&EWT1
z`C*RoK6Acz-`qOyXaoWiHps+M!&?scl^3rnj@wk+u5bI-cWNJ|=Us0vk3Re~8jjXV
zhWPjA)d0zvc=&kOU%2n~fNc$}h*Qtg)3nvp8(sC*&eI#64*oJ?Bcb*eo11Ocw%3=Q
zZIJcIc(U#Bukbls+k*<oI`#_cubyH6r^;?UC;y@){ozggSxxA`Q#-}Im3N{KwTSci
z4J-TZpYcp&htkpkP329iKPCVJF@W(5V|YlWMl8km!9BO>BtPGQ-xiTAu%|me&uDYl
zagp<Hx(kr^+EtA!qUtSJdOaAF?`OKs-u3b_a7<uhnMKM<x&APL13q>-yP4;(+K=s7
zEv?+^>~}BARk8B?bxBHy4v-bCn|<SQ(_@+GzOnEA1<x1`0pYLdhJ0Ms%}(6|G%nCy
zY_+u9-^(=pU?l?4x8oa@AH43H?#_zV$@ljEGN(zrWilVcYFle>KJ(u^{bqF#AQ6v-
zSN|aTUl}sr%$aXyQyTOwj+RqS_kTKEzI#!=I$T(oSU7$<T>io1&C2jU;_+r>W&Y`J
z0r{|h@wdSKFZf%8g_OSgxe0#yxgVw<_Q4QdfL!<nVESNRUk`I&LSPVozaBk;cm(+v
z67ta_$R|*bAs@p)!@$5mLqo$pMSz2ag@=WPhC_mbM?geGLWF@sMnOhI0UaYgd<1(6
z4K@xz2@Z}7_RtB24+aJf1^(^z?INIm;Glk?9zTJGfqe>UP=f>p0S>wr<Rd63NJ!AH
z9-!aBAd#U^2pL~IMwNf{gvbVs$vgTTG_hbs8@j@$LlWlKwmvYh&oD5tut~|tDJZE}
zSlQS)IJty`MMTBKB_tJ<lvPyK)HU?<4GfKpO-$|V9UPsUU0i+r`~w1mf<t0r<Khz%
zlaf=ivU76t^4}K}R#sKle5kFfZ)or6?CS36?du;KpO~BiPS4D)tgd}t-`M=JwS9Da
za(Z@tad~z9Fbf6^4h{y!4|ebMB`bvD&)@&Y6eu7LPg{m<VVUXQhqgH_RA~Pc1O49Q
zi~lebK$^=?yA6RaUPaR>XgQ=z0IMiUy^j%GDW#Sy-a53d+vc>mkJxw^`u&ywS!stJ
z&60yefx);@m_gLqmioRw45T8J^II2aFvH?zzxRzH&y}AEB2W#o#YlN7lT{~*H0VNy
z-7Dcf`{Fgge5Gu{GT^s^bz2zvaccrQ5OYUF77dXQRE(s7`)or#8uWweC|#U>_fovU
zh#n2U3v{6{lC=qlU80GMcwol@CF>IRyQKjD#D(Zg+QOy=(m~x=tlJ_wO%oy#rj%k)
z%KqF4C}WYl5sLnI{QgX4Fj?zyAz4Zh)xH^2^C~efFO*X3KiCR0^@}JHKS7I=7eV{^
zr%mT?NN1@h$dz(Y<n=^w)+oK)$Vy8!=rW<rf=*w6(O1i6+ssI^7Ig$WdIC7g#qURy
zDSINNo93z-ds+2T6Kg@)8oZ2;2UT%SR6mN23s`@N-%c#Ym?-7Dr&CmP%j3gM<`86r
z7k|PYeCqqkhG_5O<GL6I@gla0gJ`jWGS5SPzwC+lrv#j(4`AAtR?k(6w~&T;sW(QD
zzeMH_Z>xe~uld|ggMMsJQCN}*QROU?p1LJQuknr}7^ZHwD)Dn7eNy5Y=)=R65}NmU
z*lgj64-J98hOm5(>#!HxmT>g3;rn@KqV5&hgrby_1+R}x0>wu?J>_M16V>(RpA8I%
z(bKISy(Ey|(dk-|eO$BO<9rXubwjW9tKQ-0Nh?Hb=97LR9xYiq2u!)m?|4?;eSn1T
z?<{=_fu${`r#>OCVzF$JM)4e2;B3}5wuELFwtS;nwRI0&SrabR|Mq6;{U;WOE1CWf
zD;SenQ}^<mloNiGOPIH+F%*~AszKWt_6aeSmC?SU@fMrI!4Y{aiHDKiuUbEd8n^YH
zzQ0vJJk|Jk@LcWVX;~Vp1@9i2J#`p%Z?NsMYPmCaN1rE#t*-_i-Ql1kQi9T>kR$52
z8A7}>oqv%vPvo_G{NAvaZ%(LAod>l}zgfF9TQ7SKMsLtlP{ztDZNG^302W!-Qge<N
zh%6I1erdKj5+v}nz-C8>Ysne-;++OgXi_&f5O@z=9VuHKp(4jI!uln~R8FV;&<7E-
zEZLKI3tT@zL<f=eWT71`%2%cO;OywmZ07+i07?OKI-<R~;n>YBNJ<Qg82v=HQx@Uz
ziD5X$PM7<*ljW#PzbJ#*q$l1R%dC+Sx7rYS(J1G8>?>+z{H?wFGq=_bB=E4+W}I%<
z!34IPY(0n;kNTsb2|I=pM1aPZYCsU;22me5-bQoP%a$sjh2V!V@iOA01Ai5ICbhM-
z*(NXXilOUl`Xkk;MU3*0aVd4dF#jQ!{IFX^-kjl}PVg-qGmHq!_+bN%>+v&0Ox}4Y
ztYaG;GdKQpV*V1jtawpz^e-7mpThSBbxTFfw$tgQKYThpi;sf9VBOH6JnETQSo1%8
z@~(_AwujwNP&gm!thBackvDNjBt`~i-)ynilD1|JPk=_H#p}|0WyOppBDl*XBM@)k
zGo%-~N5wKH3JzxQqg?yzvAJy|2|RF)vglinl{G7tN+KH_x{9Ptu!w+`s7upAWhQE)
zRW6DT<_MF=B?s3V*OOfTqEK)}obXUU>p1P1)$(!tor%317>JA=-L9mAwK4HwXS_ut
zvVo<?UiOopjJe>)v_+*X!md>(Q_zb#a*zgmKeSj~20nn{+uoV=yqUi&Q$D0iFscs@
zIZC<4m#f#Nmj=Vlf!%QDUS;Op3eWWMFth4zuw7JRd8@z1ddyd2s#_l|exP*vec=It
z79Tz#);M4XG+30jGcOw!n<8};Zw+=p#+Sw4YG>7?&->9mHnUqfj&BNc12#J6-@kZr
zH+zMz44T0C1DI>`(n_XqY2Yd&zkyY*`#aB`VNbUSwhKhm0(hOX!xQZ&X*Baq^t~4H
z>X!>NeYNBk?w!i!XO_<3MOz23+FdSrG%o@qfyvGX?XknhFR@X0i#G3sL>g+ME5jJ~
z)aXd0d{f@UxQ@vy&XsPVxdA^d!Lv*{hW7(=oo64wc2(f9)7)#0pVfPiT%e$Io@kw~
zx(w-5)H&xWAi7>hu6!sQD-<1y4w=6UeqA}s;_aq7)Znhk%Fw!}I>m>X)Rjy9D2!GN
zBZzG=N&Au<U9~Gk$u&K+KLm!D^*Es-k2iORQp<gEuN7VtB4p+=@&OEQ=(H^EpcTkI
zRq*Lo;ViICU4IyP>)COJ4x);GcKB&s#~O~=BaN}s+W64jVK*S}U3j)vg$9>rbPi3S
zs-c~ZKW%f9hFMTWcyrNOSy1cI75fA*PD9urT@_c_gZA)3Vg^NWV7A!#M$S0PIPMgE
zoez5=H&R|fqI>(=krX>2(uc_rIFP|UHdHg8Z~0i-n(Yw=H1E##0~m-qjy|_awjGtM
zX=+<Oc@BKBT;gJxjU;|G@;s$vtpwbX$Yf1wGlSaa&?8&Z6gEc>UZ-m{^9mCG!tAq$
z>OKG5-S&l7fCowge$dj<_R>DEZ#M9H^Li3_LN(v{nW*Np%{KM+O=PC<fR}BH)RAzj
z(S*Li+T%vV$CraM)izCO9%f7CXX)%}Z)n1Dq8H0+GNII$vU#9$G9?eKP@SpFP>E@b
z9?dp&on8s&@#eF7(mvi60I6YRYG=n?xTKMFIkCJU$bn|@jh56)6VPph*J|)lNnSnm
z-U3hnPz=3F6bgtq9LnDDVTmu=zi#&G-bP58x!-edwgj6D;BN-V8jE4`dCh>z0USiD
zCSl;c8=9RuQqo*=-vsxPgsCQ6u5~n$o5*tvn`y4>l99uT7`uys_}TDUwclxJCv`{Z
zUohZX2lRR8m-qayu0w8!B^r!b3=BXC2<<$Yt8=Mt1!&@;h$Ys6Js8RS&HU+B#u>~F
zF&nH*cr7)jrSb3k9C8v2M+N|lw?Z4ofD#)%+zNK~=<xcDmj1(lFv9Vu__jGMuh1s8
zi^>*G^e&To7-u^4qb1gZd%SU;MtaKDMjgT<cH!x<-hv$fw-A1!Gf09J+~Yrh^~5}Y
zHEIDm9p|W{wb=b?K2$de03NZP?lpq;@0;f+D)l(LFeMJOD;z^smo<)CQv5Sz(X4>W
z2QaIPqJ?{`Q^_x$#9lo`UX1{9Q~aIG9i=#ZZ=ITD9QK&~XFWCm*=-rxYK8opnxlhI
zBSbgKC(X8U+I^1<G#@uw;CI!kn71}@;GON?qaKYmFm^F-@|}H|?M^i-+}fjhOA-bg
z=8A}hD$VL&22VMt4wWWpPdzt6FJaAytf;7Ls_JA^7h~W5aJHwDc(~y}K*4IXs$9j}
zSdLrtIsFB!%<}b=hcv`~w1@}pVgIMv?#nWXqxJTl{L0PrniJCO{mB;(V5TkaMjyaF
z!#{w5mu1|VQAXSga$_$YVgyMkis7_kb-6_p={+lXO(F+FRKdfZ%bMN+Ux!u9AN=Uq
zK5x-F_rclFS)u(;bR~i&#}%^ALkbeC<#!?;4kiy^1dJe-s#x>!oMY!5aw#AuYp_B@
zJ+G@j0KB@ix)*o=JH)=a=-FvFe{rDb{78aXTXfxd$b-?QuqWGO8wSk3jAEjNKxmVJ
zhMJYf1MHO#^=K3GT2N`a-XdqwJ!_S;XxqB-u!wuKhoQw83S(qSOX%T~XF^+AVx46z
z4`AV-n??=1u*H0C2at5<JA#hZ^AX$e?kjWqFt*w-$Mwc;*evpBuQmD=(c0Uxu$mtW
zyU2&-1!cd4wBl4_{%EX4rKKWi_yLS?M{(<#w5u}+(kONdAm)tNVK_lDmdCiGjTpfi
zv{#%0^(yUki{b?PlD4>NT1w$HYk%nh&DxfdblR6Cd!WM#M`_o*8hjWKh^^URyf(zM
zcK~3&+_)8SBNXaoZR=VMeebCpb?-p!{9!i?OLkKob%$B2j_&h`PS@e48uAc!m8Zkr
zJxRH?qBM;!Ntx*tb!Q6P`32J|Gf1&vn&&;ifw$*k3+C<o!czqtYbiXG31it2i4p0B
zvS~#=%b_}=K3#2M7mppBKyRHbD>~)BdgS%dE7yHzZJ3^v@2uOn!B;~o`*AnChskod
z0sUUK{~Ra!cEUARSbx!h4)GB$n+QQ!Ed4)<?V7{lki@7Mw~*_~aXCNZcTQn@Wl6Ut
zRDCXV2rgw@AkdZa$iE>hQ{x)g0X(9Mt*#rMJ)+0#ja~Wx&B?lS`Iv%sRUPw<jnvV7
zLl#>ECzt9_V&ZWhHST7tvdH|~O`Fo4cGu2?3mb!BW`N@Cwj96&N4<^PY|{#@?YV0x
z)7pV*!6o)FMF|)Umnz25vvpFZ*%v!HFod1S=yR8f>Tc9Y!?$q2nMJrG-lp@4U=pmJ
zlGnGQ6D8}_al{evM+tc=Wl0ZUH9G5u!}}Do41-W^hBf)K+m0XgpNE`qy2BffJtH(z
z>1n^Vh=#jyF1ij3qOmVB6i<HfsK)(dbp*Bfw)EXGvl<`1ac%>E9h1D-?L2ekj_Z2T
z8pDyQX$f&};kb}d^P1n!{PY}!Lq25e2r-DZ`i4A!5{y7E<Vvw~_FYqbw676a-IxSR
zGGF!E<&B0VMAIQX8=S{ItY_>2Jjxbsrcpx#oR}LWri(b^X9C0C60F^=9Rqe`f?=vJ
zb1xNoWQfFI8C4vXP&7;uBGKr;A3awc)S&?C+^-6?60^p>6^EK-JS!_=(Y#C)pVcz5
zaKBqiPIy@_&bu@Csb3<>4Oo7O+9^7`N@}!5)Y3V6D`IBzIyVPvZbt{}Nc0-ZuMrdb
zO7d_+h3`z^Ul2F7qHGh}7`5*xFiUKWQU%y|g21?=^{mJf7*iFSHbtsaRmad<j3{~P
zMvwUtsy6QV8eYwyDfYOwj6OLJP$c)VVs~Y_EQ0!pCh+qFR`6@P11-1bF(x&R!|NrW
zhulY*jh!A~4Om&Ny98pMm0BqSvG-rESDGnG97!eE>>-BqPn`i<NfL%^25s#WH3vU&
z=-PywdLVYIV!OUaLE@`1(>Tfj9-*1QtW7lyyZMsj_HD9G8tV|o${0{hce(QLBX2;X
z^}4!(L?N<1e~&tb7ZM!_Bu(H+DY3#4?a+*QFX#~@2?<W|!FsVO<_CB)lW}Y4TN?b~
zdDY5_gdZ<Tr|^Rw!073f4m^n(i6OnFn&#AwM7oZ?ofndz5*<vIl@;R3DG1FvX`(||
zS7|Uuh<Q;aIo?7zgzfKwxN2taE{5ZIIrMtzRycmrN8%coy1htR*K9cG=X;<P7sC=J
z!D`sQ+(uN#OZ~~hU7Ln&QO<L*rfYjPR;PDZ#!l@?shMc^*`B_tN;fa{1WPOK{A@e%
ziL9(f8}L@1F1OJxHq&*P#A8=l>{q-cg7!9A<^(6tBqw$%Cd4bLqnV|GWqFr-{3Ytd
zn7jy&ct<m#A+I#}wA0%PUTL-vYe!soN=II4rZ`4icpk~M`nUa?^*MAs1$p|PL^!w+
z0&-A$`Gdx=($2`TNiy<cKui*c!ll?*%7yJUOLBjdhoyDK(k`(hA;RzGIxaz8LW*{{
z%Y`jC=$c~ji;e!TL;O{{{5k%=ivoa$nSXLKfAt-Ibu+WFGBN(`X8xAj{Po*k602Dm
znZ74H|F`n`{w=ZkXBzeYubj*bV1oa*IGMM0aM)icgqk28rT{AY?#9Jt^zXN_cgMW!
zCoE9u<>lpN<YToR1M^AeL-Ly4WDda^!qpWy&r56$+ahl(`QzztsX%sShS+f-yB9*s
zuzw1V-fUA@CpL>C%}4Mqm)mSJWce{)-;^zTY2n%7Kpw-E+(Z7Ly*#ySN34r7uL@1g
zq{%qSA+<W6Su`4D=Q7-*gl01nw2)jo0GV^D8irk;Z?~DB<Ge)PCs{Fy7mpju5S)E9
zv9hmv!LEUmEr>^HwjJ1g^c-g;BPh=8m=>Al*&JtOaZTE*$ySC@FfjNU$1`~*YB8p;
z6j`|uqT$|;8>R6(tEQJ>pdre(TWB-(neqh1rs|%C1|;{9lT4a|JS3EDL0^o&isVls
z=>NETzHN!G`-F}0mlzG_KP1I6GW-v09ww%rWeJR++K2y5F`8eh5q^o%fT|J3D!{=A
z;5y15@C|9nomsnz)yIO8*AHk~t@55Okq<KnJwV(kv?8+(Mm;;;#JUcD|0<w5ihpF(
zN*JCw$N$zPz?0ZCiIDd52=gh9d<UEfp;yMcr66oW@uycOaCf2;3_=>cnMPmOvjVWj
z1n+r-{!i@c_EE>vq;QADe~^*i*6!;nGqL|7BL6B$`4<uSH6I#Od-4zUAOAw}5;c>^
zIX0xbVF07fW>i|rz{@OXlGMc)F<B+G+uq&avzD=0p&TNsS*@*B;@jo93(~2&-nqi?
zfobekh8&(kIIco9WchtKBJm|#drz;Ubz<}Gpwjtf%|LfBM`0s@$yZxlhuvYJyxlrg
z*4q6tp5QY<CessGcs|BesBa;(_I}}$$(#m_31Ezw%9Dap?&w2~gHTr{W_9*zC7O-9
ze2lV^Twfq{3%!J%b9mp2Q+ypksF$yMUC-0ATCa*wj+oJKWyHE_@>gS>190_iMqg(>
zBTZL}bGXN=y{kc+P7{$Ptw0lVli5SP&I)H>)6f8jtd%6z6uh@=Dt@nkGV*5g^oWk-
z^a>EA0`Ucpu$M@{x+F&-WA<sk_-h6^ZR#*djd8FR=$v4IkX60uQ60w~jzh^QPUFgR
zF6qz;BE8(Q*wAJccoSs_u~JJCt>ht?zO?a?kFlY=PY3#4OMK)iKQVAe_c8@D;K<vA
z$2z>leZHM*=}xd|R`96Vr%MK+o#rUS<S{Il_oP*?*$_ALrcXTUWV{mml<QWCJ6?$r
z7t&k!aJa3@mQ@E1CwLp@g2LqD!vGbo%!f~Wcohg^lheEzAK5?0#~+ILrkjr@UouRU
zS7`fvUK?7$^MF|dM1fM{aryW)XdMj3t}Hg?KlyhDL#-5CGTnRK=H#S=YzDeF+IAGS
zMZ9jv{vbotPW1XNf)ev-czWrwT*NMx2N)ZsE=Q3~CutW8$7{DKQ}@mBQzdWhUe**7
z21CyLrzhxvc<7;4l7g2mP2lk-UH!xc%O;v(;DVS?_;I$(shi~-i&}1V+@JTLtRBS4
z-S??A?;NLyS&T-Nxp1E6VDFgEq1Bm>(Y~z?pyjV%L`O$|{5h%1mxV6z%0qLp3l#;;
z>&^TlwJ>k;HWaqB#D%txm$$Yp`XatyMOe=sZdr9|UO=Ny-`9UpP{Z#6TY4PtW3*jA
zEay9sfoU<OcdT8K`xK@rZR>z~@)Ep>&eIaCVz}W263=6D9K9FeFYYkKT)N5H&(HaY
zVFxVJX|G`XNweE(pgOmf_W&Y(h_<zo?GO2+;I&3b69|3WL=)s!PQvfk*mNbjqQIHr
z4qwa@(~H_Jghg_Mq#)d6zu)?V6^EZqJbmbgaQT?}YM~<8M3;#N(hL(r7X~YWtw}!u
z92q{Dlo=7<yF}E3$Cn6Rgkq%0(uTY7RlPwlYoXhsNzE#Kl-5x~RM+Okt3@=`Tzz9c
zu!G05;cDy@{N1eBlWPt2QYw{4=Iior=rWjAb>r7wA_#yH5>6U0A<RO;>owAXW9hUF
zwCPbVyYSTZ&f11dSH>d2dAzweZBCIoX)|n!!SiRyn#CC|ZOl@d7m!^;Gd+9w<mlXj
zDK5IE!^-*GmWqm;{EgHS+N3sL=cg-dnCTTim|dS%X%oa#;w-uT<f`bmjN`RE4k^z%
z9r`TjXpQj&mg1h-x-3_lj0itD<IWr6ye3-@tb0V!2S%`NF<=o)K1wx?p47$SqGr^y
zizYJgZbU(oj$43P&<_U}Z4nHC&U(C%sXv)nS)>t+Z203ivklw`tNKZlxc1`nf&-Hb
zu#mp}SH*DJN4@b-=EjOBgFO8V5HZMMS`pr;e%`8sZO>ERT*EywWyn}WEs-Fbz^+we
zL2~!td^`4}-Bgahdplc!V2+-%wJi@0MiCOaSeMAC`W@LOCVW5}`0H9kq{nh#aMkS(
z#RalC?mZF)$-b;2P6^46P&|Uh-obWfu~rzfjrI@~D7U<rNvS*xfSiIfi929Yi{B3*
zfW=@(@U~}*4X|QQje+}UZ6@^*jg4!jzoSFZ6TOQU4(YY}`{mJ&C}jai`cyk92vH2x
z(>ZI>E?_L&iW9k$Hx3z-pjkYcQTW_3!WXVtlYOOtIgL)vd^Y4c4efW67KLx7iXX=q
zcR4AY;0_`(mjz(iC*swz*xPnAu#mrIzW`7pF?m=|v(!MqSc89L9wUeGS?3kS3?_dR
zCq3+Jr2m5PP3$Kb7(`Wm628k-r0Jon5Y~^BgIqKaV^8|{K6n91826WL)CK2yaJygi
zSJa3^_Bpi$zY?c#kBx)@93nE?;Vy=CcT4WFl_A6Spp!Uk0Rx2(8o+>6>`tFY6X!yX
zA+=_tb&YP#nQYm)PFOlXkF$!~jFR*wi{LJ&BTN;|x<HsY;0(3N+bvu{d+xm?lecUS
z3!Fb+!-x~k!SYY_0;fFad-qS;?ys62MmF}Jl|GEjzkr(W7J%HhI!d`$wqJ`LnK`~@
zrhrtRf`OftgRP!{9jHR`M<I}q6{xJz(*El=UzH}Pk+gxn$tyuCXIRazu!w_&iGY=p
zRr{-o{Hx;g+qr*PAab@=dWr`21eyf&a>AmZ(oO?sP(|mrLQcUS??OM`B?z>Cg-Zlq
zwX={N69MD5;eo1)>=^$l<mBTcpciqr7gMwc6={BJC}zh@!1M#CiP^CbF#bra5d)pX
z^xgXTdXgw;KHn@OB_&YDKgvMG7zw`OKG5XEm<ZVZLVHTg1k67$ffzFZ=T{<vS|};8
zf+qa!7&PU-YgE6ERl<Uifq?*Ii+yh?VF4;<W&J+*uRn5ff<FDY&ex`lpr+qD1r6*M
z@_jr1FY^7UjAi{Xh5ue<?0*(!{ZbtJqX6rtRreQ7>3<Z*GX0qJ?@P2`e=Uyv7jU$<
zFk_q0gB~DnF3>wjz}!2SjRiL?)!lcuq`IgO$WPT30aZHtkb1oB8+N!iwO!StU4lwZ
z^F7V)Tg}PO{Hp)VxcXoG=C=ML`?K$vUEiu$zUP{K%jH6Pk8ydjc<1kxbx;1`#czgl
zcmn}Y>-5@;v}(E8YvVHcO+A_S1FE;*p7i>CI)rD~gUJc-q~J^_lgnZIbhAe9cjxeV
zk6_){r#PxypQ}DOne1ba<^c>xx@`<5gQ`&v?#<F`enXg#Do_zQI}^JsdvSZGd&F(G
zm`;5UcVa43vgRWg$La12ipPo>+)n%LZ4Ji1zc_luNG5;g+w{t2pQ{xO&p{>6x>)l1
z{ATi)&8n+ldO(Z&dVhS8YS}(+@d52`$TLb<-tGYF$mMA2nBrLJ;^RVf(V&xYvqJp_
zKR;npwlrVWHj@XS#@=@_<Nh#PW5#YdU*~eNaesf0_`6jxMiFn6X_M)Z8Is`yw7Dw|
z*wwl>Yu@J<xZCBrH#f%Id@k6hJiIc3xbpN|ovXE4YIeI=Y-_Ok-9!<*(MuJ}$1AKB
z8shWPbu(Jhch(EmU4ls$Zjvwt5c7|lR%4u06&6&<M-rL8taJoM;_<p3f9@L}*%1r<
z&M5y;Lujt7i@sC6gSKnGJFyFSqQxY;B(px8eu#F!(_xzyx?U8!dGB&>4dGTANB&`R
zAzn*GmVAW&ne*+Xjpx+nNM@_^(dzm@BER~t?D)%7-U<;+a_w<JapQ8ca!Yg9@Hh=9
z*0+9neHE>gfwPrJr!8qa(nwujnSqvhU^EI^Bb`>yyQ;r$Aop*ao&q`cjRKjxZV4J0
zjq6);JFl;fmUL%wj?d(-Ts_vW&vxn+?w8wqwE!a*sw7@F=X;<$(nZbxdUWf2xZLc6
zb{E_R+!&zYoxFBg)SX#a;2pMG55%V$0jRf*GUM0VZOUXgO8AYCUQ6{A-_GOnmjQmq
zOy$bn%EjZQs<a~u$1Hn12{A3{?A<4i2V6^UcNARiUGZ%D@{iki4r9<-w?1FJ<Hs#t
z`kfR3b@h2$X$SH|c|fshy!u3w@1)_<wbcD2l~*={r+z;?^U~MhQpLp+%lLj(a{WpP
z&!KOJ+G?>$g6iRLrDOZE=3PDf-?xGLWo5p~s|RGY8lJz_rhsQ8-paGesNrIGcvv<6
z*xfX?|77}QrMtqF;Vu7vF~0a>VArwzZWC#X#QM$64XAn>gI?!$r+{aVH*=^5NWC6>
zlHBOI@1^mZRnRSh*qSVuG6C+uCrs?#8jj@4W^Pc`DYZ<-GN%1A-v&VD91|Mr{j*eg
zt1Lie#fx=A^l#kry|p(Xc!4|gEapGU0b}&2eofi#mVfS9S6qM!--qpc;o*PCa}B7R
z<EhvR`hV^j6D6uY@NM|_62yO}gtrQKLDQN3?r*l~pXvTw%0H|73)1+*%)e~ZKYRBV
z@%~3t{UV0{NakO*$sa}Z6I1-ryT4kLe_+NRnDLVWe_+Nh8sr!G`3GkFff+wF$glGA
z56t*woBV+pKbhnY%=mSi{DB!imFypH#vhpR2WEiWp?^@-A5`^IVg9Nv{-CP=ZK#S&
z@hX+wY7rD?JX-4kc-@`Vj!@&2|I+<0Jox70Gboh`nQsxy`>V}NK$G*)>DIX0#r_`X
z{>XcK+Mv&k2Q70mGn_8RpV^=6bmAAEJ#0j#^LcQ2t+)F>1;z53K@rl0MkjoJ&$JOd
zne|LQkL%|Hcig|O?k^Xgt`sOdi&nb-+!vd3th8Uf-<r{XFkgT2<x}?8NTcW7^&aRx
zHA}4ki~(kLvjP65qkj*heDC<M7DK#PC;dlY3)mXlZ-?%ld#r`<5Td!>*w}a#s#>a5
zZ?o1dxjvG?>vp!SY+16oe;tU3uR=Rw{F@LAw7K@zNTzFZOH4}o&Qd*OMvDhW{HAog
z9^c2~z1pP>MDqAdey{uE^#NcRpw(e#%J&K4@%w>+MEclOudDS$hgu#RKI-h>h73i#
zCyU0vMK=|zyl#(rK*L#V@!*c<2DSrBj_IY>jfT@Wo%ZK*UnaIZ+~44PUJ{Pff382)
zq5;(KL?&#yx{w(fRR1n=`hg-!E!{NTv6;)IG;Z@O{^sH!-wM#^NDFMY<K$88Y^8_?
z1^KB8Zg*#@TsGbB3`hJfv}i^W6$ef}zVx}0%~aj5_+1oLHx!~sEnhodH(xK`FyEvM
zsCs^WKGp#0cj1Pk;I=aub?JFA&twdLCdRNGF>eKLpNE$h|B{sV$T%HVbdQ>?lSc{M
zZ!-iyTv+y<3w6@nwJDdHS}LomVnbJ5{CEg?cyGOmI||&J+bZc2Kw<jz6CRBW-HaZ!
zu|a0z5}xzdzYC?)!h#sYG2JIUB0VJ?XW1o}2Qj~xdcDWp!(e<waR7BPb_#Xcu7W3V
z>?B?30@UdUSyFz7kwMh&=<5op((*0RKfY*xT)pp*%VSk|yA^+|JP`S9f#@qftGbgV
zZ4O*{s_ZBKj*@T1bk}$6cZ-|oTJ~e}ZLM@D`G<F?#pn{sKym3=J9-b)!ISl3{ga`7
zj^DDWyl!l<YUl9T0Z+2+`R)uTt0Mh2skR?=5EP`HIGZ?b>Wl##CCirRW*BBf8u|Th
zLbH$xpj3k@wrHMs?h>~Ja(+*8{#&?#!u8azC%)Y1+xT7D!xuDhP|CxwM)YkFHz*w=
zqdP;l#bkpzb@S$TXHbC7SS;?`JB#Q~TqIv=Qu8E9Dl5ZPvU?Ex1s(n>HC&<CT-@&h
zi5G6lZh^#rbHLxv0Q*IrfP|Sq)klED>OI}B=l*Mpf7UtwQ*FGSczc1zqbC#pLu%W%
z1gNiBQJhR1oIg{|{^_1df2Dr?w~Af<BVYfQRH^^h=Lj(UNSyn9s?>k+9D(#F&MI9g
zJ!M(1Rh8^5LNB(pC(QIF&4lWA(BsdjrfLpc_lmMg&t_F1U*u#f#1jz^HN!#>LBsk*
zMIpsR;faeA@_M78%mb1b;OzRHT0C1kWbiTqF9ws3hX)^0nNL1k?Xe$>;DD<}e%xPZ
z)E>(0Nn?j-z1w&<A>@4{_ED(dX0vx~RHz^j{37yApu)vSbkDm$1;j`D_~3}S`<cX%
zLWsF|kLURz@FW-b#qMpVCn~M<wfdw{6#+MdUYV`_+Q~~o1=RVZ)_JznIHgy%I|r^-
zNDm(p_F<anfN`gC+bIRm;KVyl6B&FIF9gw6=V%QG-?PsuJ5z+8!}%58ktQqmoGrZ<
zJPqQr(UfeeVbLevRYv;^Jt$pdyu>c!PjSkxVvbm;k%)FNrI08k%wP`oDH{%{*;GqX
z=;R@?Bi6_Q1&&Kg-cj9g@)JJ(@jD}Q-qNM+(@Iy>Lkw6lP={#Qm^EB%7<+t2vCex!
zBWs&DAuE&~s&~tP(3Fd=+mP*dET+&;8&<Mr^Stm9jQzfZqbg{g@6A<L?T59MY~Dd_
z#lK)jUx($16Lo=ru)zCt2O!JEBJ8ivfI9C<+m1yjt^in4!B->K#+}G*CnO)nMqYT%
z6B4@ak9IoZ*WeyzrevN7sZ26HaV*4ePf!9*tQswp4(z|1a8O)*^N#h3b?>^m?f8P2
z4Z!9aDzF>vv4*sU?<HXB+D?8{T!gS~=k^RS*D{mvkym4?#{K#U3HVD$If|Y2tm`s8
zMJ|MS5<J8Q<BqgySfQ;XsY5wzyYchV<C4uruf@Y5l-xjExusaa4@o;I=pA^HC8FKw
zTUhI73S6@Wy9wT{yKzX$!8<)x3v(!(;7TtX*4~GcUX1iMofnnth6wT5<4Fqf<-966
zTs&Zc#O9=<9VxxfzpEre&m0XpWq&qx22fNRAAPQ3Sh$_q)1By;8b>u^S<PpzE#HfC
zCWn1Y2oLbzd1^Xi0V{P6oHsvwyQ0WbsffN=;8hF_6w4%S241)*Oq0$U#NH12q-`_Y
zviOK?ft2UN@-jUuE35l>t!^8H;xoFsWuNwT!IA~glPU)28V6Zgr9h4HRr;5D5)u-q
z%bFBaj7e0A)mE(1d0S@44y~nH!`0W%@`yZ8)}vdOMqHQfEIuXimzM9hU?qziOyWbg
z`vJXrM+(d-icPfQRhb!WR5K@`9-1jG_zevg`B<B8K3C%@j^n4s)^HFD+zB31l)Qh>
zaXzi*wYhTu!YOQyoJy1z^LCLYH$ZKt^on2*7|d{94bHnVAOd54c1jHum*KiyP$@{<
zMn6ynyY_VFv*2}q%q^va0hJ7ihj}Yo`n|~`cIDlf9aYrxWUm>Wr=KStr5MMp&2>~&
zPQy51j*{s_4H|bYZLUwVzdB=cj#D@hLgdv?gQ8tevl|A-Q!$5()lpG#JpCkQHWb_w
zO)Q3O79k(U$3p#5iYuR7hFaAtIqQ{x+w%%O{hN-?tOX~jImc=5p@6BVjvko~cH#|I
znZVe%sJHfgF{F6}pHTWX{7Ah{!ti)C%*1&<SS_{W<aDZO(q!3-IjluL;j1)GoPIm2
zx3(JH_g*gC<AR;EweaYObH*0F)=J6kY2mB2$=s_d1?odPn1Ix%x77s&Tf0>wZ2loB
zmxmpQH{6mk$4+~*$`&GHP74l+CP!+*TVh49kdH5yD=T?9`Ne$wuEp_o&!unnd5{;{
z0{PL6yB|!cEpC%&%QxYqg*8G4lo@)J)Zt+y3l2+a7h?{~i6Xf7IoK*pciP5hW@Z9$
z9g|E#nGFXSO87VALcGWEMXQ7N%Wh1mk26uPQ`L4PpcgnTQcZer$skIuw&Dvb1*YZ$
z1{ZPYZix!!I+f}K$*GqrKi{A2uqahilDesEsFW?}?6Ae<<>Vv@ioATzZkg6mVVhJU
zo5`nvx_b0ER(7$fXMUZ0L$1F<gy_|L-dGum<a&0rz;j6Plt*{-R%Mn=Zmy}~Q)({x
zuY#@U=I)0>_EaOe^;O+3#cYyLt)s*W=_9S2>&gkZ)5LDf-)X!wSuZRqWr7MzaqfU;
zpFUXw&UxINJM7P^mjK3O`L1%5l^FvS{CFT3_V^doT8!vJlaTqDpjHrP-9ywImZ)$w
zw<?ZE$>AB)bCG8sEN0nmRru!QXjC0$vMAdcu2(NyR4lGi@dV>ML6!&#i3%iOGb{|w
zE4jKKWEHp;1*nv2nJ80zkb`yR@`|R3Iy_i1A1E@{U15TH9K3g9*{OuM+Hj;<(qNS`
zj56zC+fboF1C|Mh3nkwE5>7h(1e@8I(ma?RzY6LJcn(q?JX8XvU>s<BYDoAg(KLg=
zws(ao&18`(eT|`n)Aj_+r)I`h@nG6GBC159e#Rrx%u-g>c{5`dw|e}=Y-WXi**hf+
z2ciSPMnChF)Xz-b?j<mL$Tc+WfptC&)|X{|NV&Spi*5(;aur0og!)jldainUYgk5U
zuVzD<9}|9%3&9gx_O_xpPNVL@t0bIwON7Vm-e3Z>6w5L>50|Cyjc$dIPdm8DuBtNL
z$)7iUE-#%bhdT2J?mjoDB*-R0FdjuCZa9;F35`wTHCX=(JueJ8t@p~*cr!{Q<m5Of
z198)WTUAfz{A6g1jYrah=$_nFDmqRDh|ek0I~1Tec-=D@EJVx}hddtC*zLO1O~qv*
zD;8+3D}`B9a7xBkwQ#n+q^hQ{FgE76I~|v9%O>Nyzg$C@sp>ml_C+jokh~6|E-k0*
zDw-Cg6e9$G*E%xbcwGOmW+Vac=8;)!l&@m^fr!TwSv9Pr_lDX@JP<8dCtje{y6^pG
zu}ytm2I8s{3<>>b&Z6}I;Fm^|n;AwA9F4fKPLQ-D0@o8svu=l(oSe+N<&Y{aEUaY0
z!{l);_aJ5T8_V197)yzhrnJRFryU(D6VAJVgY!Q{w`u-BW=A)tGs!{U+%76bl{(tr
ze~QzcA0R1EIHcPv-(WIMMr~cVg-R|n!Ev->)9wdjY7t`zEY*JT!rMcc(NBRd8|9Im
z0yT?N1}DjjDtZHhs*9GT@d=;zl2b6=v1pegMdrI#76Bh#C|AvlLW@_p3W_U_8@s%&
z$wbby5{gjJPnzzMm{vnxXmB{`OO*~twQ8BE-T=Xxxj2-v*U-5XTu?k}Ez=f-a^Uhw
z-364R0$q7Gxen6rODBlL!{xx``gM|XpCPl9oP-KcH4^1FEVe!F2%sh}6O2&6#%0nE
zqV${S>_Ft_At&#F3GC*%y1Ej3ZsVtsn$voJZKmf*OBx^-k|*&NLY-8_j!FZmDjP;w
zaT-5iZ-)CbFpIj|e1#+X3_Dn5^AVp%7TU9cBkrB@Iz{RuiK>IUrA*k5j!As`*mJ9l
z&ndbNFW+ZJ#Pn7WxnAsB^v8^Jf<JnkH01&^SgQbM>O7$9&{n*WPGr=ah;pSVslzZq
z9vn575vM^1SkNj!2H>l`5r?b<ib(S7?#bLJ#tb5QFPyE}Re22;!6=<=+iC1F`8~?5
zcIv@(N`jD(?u=R#J-6&);SPC8->g(3HilqP3ZhpToymB(<a(U|!c>NHM*)S8r{ya;
zDy8U4kBt{amwxGuxi`#KGyM^=6q9^+8p_*iGeW2pSM-cD!%|2=B^Krd#a5PZcGj&7
z@6g;xVDNBWpKVX77*|WmN=a20S|6=;spL+aVhU2uK1XMW>89JCq6{<#b0)<QH5Vi?
zFBj$&`9ytZqR+HJ#J6`OEQH|^J-8aC^_0anLMSqFfC_e;yJaTehAQ;r=x$AYgmZjF
zKIR$QD@r>IvbZTAFw?f5QpGxEi;azts#NLv3<yZ<Qik9~Gb}Zgq2>yZyUw($B4tvB
zFn^B&c81PkYX8XzA}O<2EfVZg>9FHF<GP^P3vEfx2+!U`f$S;2b7+2l)`-VTrV6{`
z9exVf9v~5^jFvn`o^G$8t)0#rxUC6hXkdAFJV0N>Y4HV9u;7&FliaJ5-hRp^4#otP
zniE{Ua8(TDRP6FLJ#^*tL<^=Wua8OibAqYhi1*5ua;AFaIYf^Aag@Vu73MQcHN}!W
zU0s~T<N<P~H3_pHH`4DGhuq(?$`?u_djY&1JD&;x(T{}6F-Ex3kTYl60~OLJ=$j4&
z(Z%ylX=~?KV<nQoCkstTSvm_O4XemOt2sh9L7Me^#iHdbEyHn&1sQniGlCGXeuUwd
zcZGaU466r_<Ozv#R+<@!K4){M$bENzca!QPDJ`t&cdNM8e_HY3!&JWzR;b4~QC=`;
zx5{u~8wzZ-Tf_@yL<(%(BBv??FZshI7qyyhM*2NuHEg`_ZEoFNBo-@+3+2=oQip>^
zI?J;rL~lzWY5=XCd{-nL69tNs3Nep2)z#HyOp#nbgA_eM8K#_e9z{Mq!yK4oV?#CB
zjAiAvaljyVLa&x#fY}Wfxy;KJ7kTl<hVpv6pwGb1*P5@La0E*wuALU&9)_IS=YVzY
zQKoj|-T9of*&*;HXisvH77W!Xt%hgAnkr%y!0nN6NwNjr62A{>E=eyIM$#8O>U`0s
z79!M~(CZP+M^536)gG=;1SQuoSJrxOy3~`EMMPclC5cgQcfiz24?35B6ZmCxyBR#2
zyGD$;Hi6jk_0r|)s+RO+S$urt`_ld74Db9V$4?o9x+HvRSfx>lrhwuv*4c5_C2X-&
za+z-XoYV*+*X6G|CT?TMSRgB;fApK?>({N={`gJFFgGS4Bo4V&LQw03oom2R2klD<
zpIHVl-CFAtAQ|J;q`47-Or6c^Z9TinC5;x3*@VhB=?XP%h`WsQ6#mr07br?9!hs05
z#m{3!TA}ClHO}`N56)}XK&#duT1O6p2Tk(c)XPR%VQF@}jvQ4A#UXz}q2LOfA%TS6
zBQr2~d3d%rb8XUc%N|lL1bYHaS7Wty$+L*rX&KANt7sId%5aD)YGCW3!e3#PL7axr
zM3(n7Vgmz%TaZ$&=N?j3PLZGNL*DzMdG}CtP!AG)Ajf9etFg=JY%xUYwC0=r#_rpk
zw|+GMZ)xf<kb=)mq}byl)!vCljUz(+7-e<5p{=rgQx!-e+BGJz6FQ^^DJQvuxs}{5
zCCzi(ODsLK3x4IYnV!E9cgj4%qc_f4q*~!WCV~}@k{cWAXp&wjMhV<T7KkBIlQX-~
zR44Co$&{hc$d2|3gOiLldVNmw$v_0|Imajm1RG8Om{j3=eh?bae$J#I;4k~U`+WQI
zEicfq1jP-BW7MXD_zGD;A{7-4ytD6>S;*Trt7=mIlS1n2Y?xe36#gBlmJNNdX-s!9
zFX<SmxH3JjO_E=bs_8yrkoAuRX=XS(J>vIkyV)`<M$eV^Cv4;(0*2B9YA8h+OBIO&
z*IEY~U^y5!RH<!>l~taKct>DL_C(^By&epi3KJ~{BcV$+F=Q+94#$}8el}1olRORb
zOMawE%oW6Z>biXIOlCSwsuiOw%S&?w!y-A(K~!<r@__}womEAUNM%EEzH31!h=6yY
zmV?yI>8|5o%i=>q6riA$8VpDIN>`-mbnK;Rq~UOyNxa>T%7Y+b!DNQxtcl8Gi2cMX
z(|a&u&!<5^a}D(d`+^Qr=6(%d5$F-_2u`cAX#_NRK*#}i1j*Rbj9Qs}yUrlju?_87
zDH+ramx(tqW<oD$WkwOyL##gpy^HhY1=&SxRb)Ee_=2*%F9;M$O`-|b7Ez&kt2L5?
z(2G73GC;(d7X^W5#VZ%7aF$`oy4y>A2E=O$IX@ZX_j98(Bo}qzeoC3}a$eV`fS>G6
zt3x<S=d4hSNAlwp>Pe-44?g<qys`T=j;xqUMTcSKPFqowT#!dNk)fQh?o`-5^U(Nx
zf|MNsE*DD@VZ-h5fOJuOu%7|*e$<_5MP6RFWH+^jgt)l1&Pq}^>C20ybN@lqCTUs9
z9&H3})cW%ZSi=OMtT=_p?vjn}j{n*$zsj1Jq0!M+zI>W+r%ob|aq;wOjJPo+9MnvU
zCAAr^UHvwF48{8NsvWZ4<AbIX8Ajpx1%g-ED80pD7i*WSg|&;WMH=rYEwE#kT&R<i
zlk+C~g#*t+vPAYVG*g#8^jC=6Ds9Gw2YhKcV5;+auFiYmtJasIREP4VMYq)fH9~&8
zHcpQ|MX5>C5%#?zP9Bh{i&U6IUNUjXWfPZES_N{4`~#_e%l-9^^vS&AoW+ZXMMYU&
z1C6SbI>)_PU5yGG>bK|#>JEBqIfRgs=G+w=2K6_5Rj{OJrTA13xMRjCQn-Rph;`h^
zY(p^o(SxY3;_`BHXS|+3$y~mzdZxa9IsnsU&yb#Egvv5qUECqu@b<M%_7SPQTIAr=
zXcOXGB=ciZYkEvkSA_H=sdodjW)A2Ry>%)!3FZ@|!hZ6SWo6Ch8W#Owk)1;~AnPxD
zD+dWCoE8w3ZG^6@U~%OA1P?kd{^p<+P$Hde)pR84MNK|RF-4HP4nIwD(#7td8QY0N
zR{fZ{?IoHoH8COw3*k9?o)|mnF$FHGX&jqDUZhIISR~)I@gZ?{M0-9R9H+%c-wxos
z4%}J$Q~Jxfr=6gi8%QVlTO-)|h!*jfb4R}>v|OhX-)m2gw&}v;*ULPhw^|v-KNN->
zRC95;V(fXY7a~O-Jlqv_{yb~*c;<QZ-7a;7E4RnB{Y^i)Y=*h=6j^#ugiM6Ec6VNN
zm1yO(W2KS6K4i=%=(kTl_SVmJs;p7FgHPWz?9m@n7(iYo&B|s?&Vi)Y_$y=R%(YvP
zp`u<xG+w_tRb~yICC^bE$rY466@lxW)B;!=*h45H&*EP(%n}_n*i%jfkmL%^2wN*9
zNb?<a(vS`g1IY7_z6b^}70SQZ$`T1BLAfQ;@i<e?JhV$9<mFx16vJP{bNP(yRRXo>
zej<G%L)d8Do09-vA3N!kHh{sPyHWXAUKqYLQoY6TA&3eD@2xlWl;rxm;EmE967H0+
zmux>rMn)p8FmTluL9o>^%&x?HLHjK^ufY><YJ|id#^)`tG;BT{t?X9W#Q+W{2(!gH
zdz#HSre&`aL$XWurZK({hRO{aG%IV)8%iJP38io05ch~;Bc{nmaO&O6aNEz3h}~t!
zF`Fu`-$*fYKVQuXrCSv%v{^lje%b>yUA}sgnQOs9nU64^b2U&@uFoD?cfUl2TYc5)
ze)^2%o#<qt5F1e@tp>$9HgYCvp@H?64+lU@u6haSO7AGtMl+RmP^jn?V=Cws7uU&p
zF|X_YMar;>a60-rw*`28++E40U-`b$Td8B8mxEc+m|p~02~0p<AcX*BS7`?B78C~3
z02}g`G#gNk{3J-}`^F({$j`KFTF56P3K2K-1XY&jT@89m4<g?sK@y!ffQK$C7td$!
z{RM4=nwNN;EzwQ}-}|8|#1h^s<S1LeL~!?eCdw4LbI))gG<h!fOY2SNk3q9#o}43t
zPHE}+b}|sd!4gTa%b09w{8euqYJ)vm;AE-Zkh`bdl+sP~+uFr)Ea({#0gw?y-ro6l
z)iZrs7e<rU(9$wDIMx>y?4|cr*@SwFg7k6P7+TT#V#7R_4I9kkz^McnifLulDI8)S
zmRrLW>>e7IaT#^IOV4CIiF-Ba{7K_QEw3nYE}RG`WS36h&5Y3SrW^q`(^LPF&*C!O
zx@dhRQM@;FdBj649HkFD*jOU{|6%W~f+`K0tudU9ySuwH_{QBf&LD%cac3A{aCdii
z9oz>7cXtMNcZb2kcj`~2QhzRzR3)iYovZimz3A%detNB5y<*(Pi$${!%!US=?%&%t
zh=Pn63+amPi%hE`HtBC>Yf-HLOtGx;hvVsm6XnOd-jC~ey{xMm!L`|!^_pd5>KkWR
zGfS(6yjFct?!mlR0koY5J2|u$C8<)=1pd4Rb?0Uid%DsF6oHgrVOkGhN%MwL07c_)
z7h?_K2S(?;xa`7EEii83cU%~&{LGIZXMbmW3Ota~sQ6vW%gbTvQJue?uQZ)@c-#i8
zh0UH~oURJV_z^>ubyNh#Ab;ITq<{bRW}fMb;!kW&i3DDN<hS-R&YrK{S+p?iz#GYT
z`>W-uikSF`9}T;leVoB2qy9W`;E@JjthG%Ezc34{plWOD%R*Rec6#@;bxr8(50!?q
zE6pY7eOL`rWCiXqDc==@RD=YEBS^usWO*p?F{n<(@{4_|u^O;`nk|f(z531)^hH}s
z3)9bgrO_%74y8Aa2v2-^%<z-et%WyQl_MwbJag{|sa36E<o^WO_f_13Z2p7G+msHP
zD#m<5^8DDO+bbAXDkm%D*Z7H4TlpHO!7{CGFhWVc-K>QM_W<tn$r9Tb)g+&QeRVcr
zEXV(wzk!hdKwF^-H2FW^YW|CW`43ma^Xd8gzi~DH(Z2sry7vE7ZU6tU<1^>~5Z?da
zVru@|@%g_Upa0wO`M({X|Nr9n{N=w6q5P-R{_h;0|LfYw|5Skg$61&EQ)K!7WI*(P
zg)Ha#A9qpyZ<XNnpMkbx&cv=%fgbo&NED(%W&{Lx{RzxL1CJjjuizcUHKC?Y`*`rf
zE#GPEM&(k)=x9__)USn~n=T*ABCB-(W~j(+%G&?_{C5ccKhJ_!7{IFq+b-SJ{m<4X
zsHs(7AGFI!;O4`P$6(tT-SfMVYxYB8P?J3?R1KvHry-lcx7$g0?Xf?%$_fskn*Al#
z4W8?Ff|~QsF}mgPBqEdOkHE`fU?#4x+il7-o7bh|+2i2TA)D#i%OBHsyoUp(G(lo}
zX11QUiz#7er(gd9d`MDaYYcxDvRV2ny$u5t4U|mC*4`BXn?{kpm;O9`v`2Wi$@^u`
zY36p6^*}w<Z;Obyao=+N{7!|pZnNPv=T2wg@#eKOFj1xB<MQ~Z>^`yj@#^u4*G1a4
zEQ-3f*?!NPwt1v~)tuAbN?_FchwOl^K_xX~$MgHvb1{$nnc?CS@9?_)wH!=uqudMn
z>S2+7iMMTyL#-6?n6xlf47yL1B50E^l|L7uLWMX}n){%0eWq~A)^oiKVN@zQQ|B=z
z5+6Z0wDM!;o}+K1DKDn=;Nk}{-)r0LJz)(=gCOW*EcMzD7@O(<^7YiEBa=CZp)=f_
zc{{3xq*cs~b`4q9A7}RJK4$_(@XNL%X|&IT{;1RTNaMb57@T<ad;4~?OU0g!8>2KC
zy1K15a<!4y*@NqJ+!U>G>iZ_7){$ItB~-aVq;c5QY;{k8mn(Dg8-u}!he}?MinB}k
zfl`{2Wo*~r>iE$2R_Nb-tGm*h2`)%JIa7E({RMByU21gIEHUuo#{9K~ZFhgL>n>^P
zdalA6Ow!(UzvPoK?R5ihx$ux43HOA#cKP0cRU(@ie0Jl`jO8fZTh@yG*9CaZT~+60
zTR2EcIP_#u;Jy}}{Y-+9W|nw?t~eo#G&Lu4%4_x{x-Z-+MISms_LmZZl!yaATCFtV
z!SGL1QdKJqQ<>|+uQyT3>P$`|h=!V~cGINVOxjs^UT-_9pXNd)S@GrH=N7teH`htn
z(BCV=jCOarHTNtS&tHtvxRSLvOhgrVcI{O55kS5lkG>y<T~Q)Wfg<j0uS*v{t(ChE
zbDC)I10ip}v3mE6EPK-y%oMLv|0c*gI*=_wnfr7@(v6kf)Kns_)DBhP+Fd^~s^5>z
za}COkR;&1t_L_GsL;RP2lf-`nlG)lS^|{>em-2N+p{>LLeD(*N-aOXNV#k=T8fEow
zm${)x=Busfq_-k--Uh4lxSHa4stEU$whhNWdpg=M0uz!kuG_Fwohbr$aGKInz7lB%
zPLaKDlf9#*ZiA%{o{*!WBjY248gf-dmZNgDQKDMn8rjHp4nEv%_Tu@$JWKmm7PH^#
zz0WA~pOavr;S&IzByA9_^zTQp@ATJiAX9D=(1evhjI2%$al^59?ylY+0sR0o=@*hv
zq;k#pVBQ~AJ`JkeGO8VsBahI_r6R(gfao>^6uD#2r%R9ZkF{Lxv0fP{p=Q8P42#M?
zF1`L}Q>u+w33JS7wW^QXTa}(_oL~5M88>o|9@+{(o?<Y(pE~cEEX~&QwrtJJb=C(m
zV!tEBSBiGfs}*W$31NSLV8dlUl(q+e0PuEA_Hq5;Okht4>DY^Z%mk_~xHGtCs(8(s
zrKZmhcLFCW2)!BR4t+du-YmTFW$EkTIIcW)DLh&s2Bk17PL3ZXL=voj2uqvT6>*yQ
zIQt_Miy=M48!6QCf$ac;d9R$PBT?+jZ#EOcYGO5Z8nmI~#+<xhJKdMCgR?9$GRX2@
zxFhxN0WBxkL*nl$0?C;dfe66u4gw=fo)$~N)`kJ0ia%{qv}<dC^zaJwq*`mucHbL1
z-yQXdSsK(Zrgb{qH+TJeMhIO%3RIZ}K}&EnCBEAaCCW7rw5J1;2u}p_mB_ciW%}4S
z^#*PhcDQsO=Y_Y9%dl)%q*F$(_leu5Igz(H{c#W|THYuigVIpdQ|XOTDT~2xDN=fL
ziqXY#*%t0==k@L82BFi>gB9H^FV1ys2ePh2Y*BIsS<8lEaW;J=*Ss9acd{;01OY2~
zwO<J`xRMzGC|G*}Cw7}pj&p|yKaW%y06;Y{x!;23_21Y(wpJ%toNs@}7g_R}bB<Nd
zt!&+HuXOD83IFQ^1ckB$Riw`!wrbir(J`J+<HtxzY}|eH>G632Tcy1Co)rJi{V4lG
zuTj?f_G4;y>iujgsj5J$;)L5N{Ox+hYM!@nPAAPgi~R4f8^L;#LVQp24R7F|HjJtL
z;3n!Z3l<ram|YX{lk`R6g>3!AqgKTHkK3ifyg&WdcXaF%Q(^z=AP%3p5AuD~GZM5W
zu?IbzBqJPNvt$57BiU7L9Dm-ra%8+8>3y8pQ0TV+={>VgorItvVUO(A{tf3q1Q6wA
zhVsqdBXS{VMb{yV0J|b~e`KWkI5>^_&K+Nr(9nAnVg3}^eH+D;i$DiPK>J3}ytE_x
z-0L1*Vx-@BFXfK}=1CB(A#hVrgam3^^eII=O}7Y4m(Jl2r7}h;&dhruV<$d#ZmPG|
zvRTT5Df|4(u@Ry;A5$t{_G5?beTVJihVA2|=6&=q_v1O2=_}+;+fD|u1@+3;u^+5C
zJH8Bm2}l|w{apVOpX#<A0@fxlnb7=1^j7X5BNb{cHu;b#_<XFs+of3~!|L1j%}z;B
zpvplC)^7w=l^vex)^(0zw%@6sctUY#2Ag9s^|x8GQxN*Wl>a$$!|!=2NtGrA0p*UJ
z?eBXS4s90oH2hZBZW(NbFz4Tng*&`oZFa0FhPNhC5P{)oGYETO7r{zhuj!@Xygl{P
za6zjY-wM!Pcc<=rDGdX3Vn~fS+1s1W&v0l>x13@;vDAL1&uL$#Z?Z32q>XbP#+q)s
z{;cs;gK;F^&x6z4p;+pd#F12U?iJhBY0!o;baHn@l6u@`u_Xlc9u~sVqnnE>d>lBu
zA8d9ZFP+G`j><cEr)`HTcR?GWMkq2!g9+%6eBYLQ-|7#$S{Qhf*qvk_J*s3n5DJ-x
zVJToU{@^QSU{2o0p_kX(!BXP7!sCi!8*guayb0;!XXOHA`QlrbgsJZDC8KI-411~B
zyx?ZCFA}MpIo$_Gjxc3)cIh<Ed;Ld^*igf(TMqQh?O<4}qfVR#4J=JhnGOt3ly@^c
z#~|TzNJ$eUCHGmTh~}M~ZsUn3xQp3}AT_%KMPws=JFKHRmG?@qW$81A{Rk<z?ElUv
z#qQCpAFfc@7i4%_l!t`!YX^;dH>h`Jo=0h_Fgqz(hO5UDfrZ*95}!1!6$fnADzLO_
zHB)@G<{28OJ@P5qG(tih|5nW+`c{$A_0rz;g2uM%@bTb~94oGTuCnE}@Pota0!b8B
zSrHo}U!iH`$b9PK>a(XkGV*@0fttvD2}nXNk<q8fCi>FdQ463*!11SnowMx?U#@I!
zR0sf&ukF@un>3Twtr0_Tmk9l{2G4gwCHz1k3=q17A*u;VamU)7KP<ciBs#4E<<4&%
zvq>7ty}3$SF1`Y2eobB<9LN>g>-T)@WfN#4qM$yd{D^4Q5QZNQ!8N*sNqfeMt2S2}
z2F@U~t<xzAnh7bJY$XM-6Zr9qQ8*40)3#gT>EH%nN7C<f_hyIKQ}tb}0TQznui|>y
zacEz%z%Fav+QvSd=IyUGROqNl4#VZdy}Zk8x8HVaUmC#ihhMU@?0qv?>XDo$HxZAJ
zp(;@sGdgcSI*@TBjTU0+F?9{R7^8mZc4K6C`x_bVAMm1_$UkTnRD_a3w!{NJHV?OZ
zmt1p2tv5UJ(f3{sf7^0%C6f+$loaTigm=&ScYyf!8L!MDa;2H+JuEbqg&JYyrS)Rb
zzs9(p+C&ktB4-kkrW+9xTILJpWR#CUQP+s5mS(QY_`zwP=DUW8Gh<k+*2(Fb+admX
zaSL~t&5o}D#R#JrwsGj8Rdj_vkKc#Z5NXR|*4b?yk10ba>I*}Y8$rKgWaGP(GO&x-
zsICJfZ8Okc=ia2U4L3$3T7U2%q|5pv)?@4{+iTOd1lan^78O3gzGMjhMM48=a_&=j
z`iWQfey*ggTN!8Yd%rshxNV~aKoD+;Mwr~7w3v6n#(WrSf9HfJ!Zz9VVcrBs#u4y`
z+r=bVPw*r9<0$KOi@fiOSVIYahos|$Ef&H_#T={r)7!BL1+Ephan-t)VSi!tIEuf%
z%l>#0vR%LEW9m#_=E-jjsEA@0<aJ(;9#2nCz*`Q#k+iOcRTwXX7N$C@i#tfxpJS50
zS@U>jtr4=7hE%LYYH+diu$P9efx<s{ic%;EcXi8!5rmcZlPk#VP6{g{Q&RY;6t$pf
zxVpkO*onHZZPO9`DImH}`eFf1!qSBb%sHhZLG!^$QvDl`C6@)d>FlFfv-x)y*%(ER
zrU~-bKP39bidl$IlFqCXd{q7>^g(+NBXjUI;lc$b2eUdCwkwpLIay}yDb)7~9)>j$
zXGTaSytpgE2rq@UjhXCgo9P@A8vn>b5PAzNt0DhI$^BQHP_)dK`%($=@2Z^)52Pz|
zo@z+d<uZ56St_SugkG5}wCOH6bgsj{s)O?!oxzz^hq`=Ayumix<Jdo~(NiG)E*2u6
zS3b;nYMhDy(eRFiFMc9wl1}dKkkDiiHQi5Rd6XY$SRCloog+&+-CG(2DFkkTbYrK=
za2rT9>z1<uS3iw~$-}qcqA|aytD;Gp3~4`_Mg%uLy#{f5NB&f$7D&|2c}2xSLol+H
zKWZF-2TxE}{k3UjUvm=iDX2y=TwijmVKbac7m{*5_-DE_PFqbJF$?1FPQ1(BQ<fB0
zsDfm7+=jFD@R3}?$IAN*9Wo6PQm3h=?eD}3(~>4$UtEPJb50SZK%B8f=QAZ*8M41i
z4GC*Y25JE#wm|xx77d$MkdHdamV7(1-quL(&}?0$4>1h2(+!H<l@d$oUv&(51Anjb
z#oK`vz6#n>d75c@?7ZF?OXAfISJzgTMhI$OZPRSML(xhj1aZAsJf_wCyt3!Ud;RvD
z!f(D8r%p~Of4``IdLE3%5X)&HrF<oUWg6qv12KQrA~wN)%06heoB4m~joIM%m$xf3
z9dR8z<I1dHi!+>crK)<K;4J>ZaYIQ3x2DF^ZfuM?V>5WuITMPPqz?Rfg7bpzamLW*
zClF~n=~V*BEw2Hsd1l@zaRiRz-Et)``ZM^3OGhDSsynHn)GfizdakHa2=cB3oxd4~
z#b{uyM6WE09AQ6Q(sNS*w@5x|DOU=yoH`qAPNnzyhF;XE3g_509LokvixS48dqu5P
zhu<`xrJP%&J9(hA#cWQ)iKPVMbc!oeuO7G@fQW}<_7p)HO1^gL2@$FbdrLeND)a9s
zR-SPnsw$bHaOL#MqpW3nt%>-Uau$Za_UErwn^`z7Tm!bibI<eRxHcF44sb+^YOVZ)
zYOSW9<<BPb&U@mjQjsRj@-uP8r;=BKc`_8dPC^XP75Y-M&@cbs#)-R_DrOd3$q*R?
zamqT51|)LjD2czaf?$TRalYt3F*aaW1O@Sf+|3t=?-Or-nY$j`<8@KB<$e%?NyU0x
za;_*6XF4SudH{;~V&SXzI<5jG@$6W6N90D%SD;5W6HMLd*<a9|P31doxwE^<r~GNZ
z?)fHzN8A)KMhJ5~(p-YEV8`<4bAtCr`x;68f<{<S038Z0zn2VNYXSPORrl{$O{8~P
zV&<GQ<5uZDJM6SfqU$ozu1At>T4@Jqa-+^*_2g&cXWcI{r1{zqhBiQJuC5yfy}qW$
zJZ$C~XX5ikJKTnA^Hlq!E_ez)!}9xSH^jUX1aeLlkzleJ_4l}A3vP6MT9r(0@?oUX
zb@(TAo&q{uOuI8Sk@03&z;c}AkH6HVvpw^Ql!6IgqSN5G-P~zl;k-VxhH3u5%&a8Z
zHZ=t=D0a{1#>O@zUB8|oNtBv?T}MR?&AJwbVD=o`4cVSf9t@oe?JjQ0NX6l47GU*6
zu8!N={Gc<)LDfoAMSG-vpf?Oa=lf6gk}hXAZB2m&ZU_^T6Ij$Fn{mkxVaIr@2j3<C
zHi2QDahZLcVOADz<rd#0$7Uc-r=jJr8N_$=EU(lXb9A;?(k(f!nG<sxFFoj`eT7qZ
zFW+(MDmc^^5|uRLD#E!Thj43X?tTl>j3eQBDE4@^oPfOARC?`8j3&a#yR%kLfC22j
zbW^Otv5MY3ixQ6k$c`1~Qh^F)Fdgja&=zY^y_tz{NxLoDL{HHEO(qvm<p5@X6CtSJ
z?`L6n2q+Kd#hK`8F4Qz~ii_6y6DuWR<GqB&LrvS@tUZfR!Hdk>`+umt!`d5Et;RO%
z6ed2Fzgh{CjDVVcc8|f?@pP^}Kuq%864(znvXa?#e6-beh5TK$m-n|ts&HldA8BU{
zFGG=_^FDqyVe^~joF(dgk?a?3v6o|AkX6=P{mE&Koi)X5DQj4V&FtZvr5vMTY)nOX
z2E$z=DgAnpq&x$OKh)QS#loxe0_sCF?}#PGA;+k@q#Ma-Ccx6*QotKr6+H9Wf!7-a
zc~aH7f0U~vfax+r7N&W9s2xNoGmU$ObAqTL7<}%R$6@uU1Ni#oey+w&m#9Eo@M1zs
z4d;8$0^f+c%!QdQ%{ACZ#HAs5poKs+LmWS?bNBa9?D7xxQC<7cP_AkNI?*}B5RtW6
z@5WlvKWCVC-D%M`JEqS6e9nh-(}XrX-G`xOL%N^6z}Gctwi$gP5I-%`9~4aSs+P$c
z9DupTE1=)au;O}Gdlp`&sv*{;urY&am-^Z2xz59RS0~C=PxF>un&B0*<WZsT+GseY
z^T%KxbtR`f*v!Gy#X_T|H13Q$!gE?GL!~hC@y(I*Ny3Ta3ztIh$yn#TBQ&Z%rEel-
zTu1Ok0|&PNrQZzGhI3ScBWWae%&Yz&b|XRTKQTQ4MiuXCj2dJ@)~h(iQL5mg+>~3!
zvE7aSiW;GrsV7{gvG1BIu-Y#Rb9pDXU}q5*mxIdwqkL9BA@xhV3)ri7jqfl6hsSp7
z_I}&G`E%Zg!X{)#=4_L)pW(ZTA3CnZ8t&PPdk!7|`6|;QDY+f=knbVf%(?t1`l&Z%
zVfmn5BL$Zvv5u&VL|rtX_Zvf+UmgRd-jCff(F85qJ|Ip8aj#Er%Oc_;#(OZ<b0j{t
z6TyG_d9Mpm4V$0>1nu1AX_Fy{YRiij1l4v4L9biea37bdlWFBb{vCtmo`8Qp$F1B-
zI+}u+N{kPnZ~R(OMRyYaX=;%}d=kI+FUmA0BM_%3#Q8*+AA0R|ztpt?LYKy%@SjKN
zy{zGSq<czqPetc_?;F482Uu6cm#bFtTX4!IT2o+FSRBiF_n~dSc*yF^k5=!w)eUZn
zZ_oe=<L)7|Ez|EW!u1p9u4T_ZB0Ijss0DC=E0W;Th0doOX%jsRLR;>=a%@G)gQp=l
zG~TEjfP1KQ6Wk)M@(63lBC%?OwAxt+sPb6oNm|~6HtR|(MRx`bm*xDbLX6x~Kdo4s
zEjLxem7PK&U30^_UGp+<VO7FM_nPosHiHP(ZGp_C14YMwtNRMM$#d;*wDiV7Z_gxF
zq<FzrW}m5X+LYtTsTaHc>?j&vBYc{pKaJH^+dP!U;1|Bs<A<ug3m})yml?Ei0A{!^
zVoJ!Jt$3hUgnmDp98gm8j?d&#s?T!@!lF;`B<`MaRcqw;5i!f3+`MLV`Teas)Y>C$
z5QB83&Re7^zv)-Z^wWx`ZYg|XI!ZcSqWW-(EINFvKY~mEYQ-K3-fbN!pDkxv#MR_#
zp;6QtUXURDc_A5!|Dr5xm9xJtU)=V;7~=Kv$7y6^+G3|0g{B-0{VcT5KYV*dRsF4Y
zk_!kVo~HH2kCVrdvFY4)C)=5}xtbuJ?@XS83Z$NhDU+=#O8Prd+mtj1syW~v2J5fc
z`e_9H`RV`Qst!HJTjjR4ROGfPj*1HDAiE>9i*Q8AHNHB}FIiihj%?mT^pAI!-G5~@
zyudE|)f6`j4KEK*<RI{>>9Aoo;IxLwM2Mtp4TC-h=;ws?=+_j)eZ4|wM&?8^Geh!Q
z=2mPct+TZr7XW(sl$@Z@a-~rsCejFql&t{i7IJouL^1c~4ET#}Pd%syy8iIX5)o=l
z$1JKFkIN0JpPW!9a`C?hDMxki<N)5pxsXWCZzQ<+#dW3PS+He)>senpEsI1H577;x
zaGF!e?{|9N!v=OR0X55|XQ5^ZQGsXvDwZ>efe^e>A>J~bR08dQX(e_-*0TZN3z&X`
zyqg2}AQJ5^qUscUGGqnxr-5=O<|;{~v^&KRBxdyECu+GLH!Mq_LYni$A6dz%to(Z{
zywGAcbQs@M^Y(>LmH^C%m0t`ixIm2?gcl=P3x)L$ZmAwqobYJ38u#_+nFL~v(6j%f
zq|BUnfm&>qJDiXfX)k=}<Kl;+{iD+i%(@pBO8R+I)#3H)`vcg7nKn-h_8ff5Z*7Jv
zSgq@0L5{!6AElEv$9%vf08Y-&M;4j(Oe&=WS}Rdhh5_0!9rFv@%GUu(hFtnj8R-W_
z*1DWCePJRkumDO?0(eMgE(qH0Q@z+}6P>0TNi1&HKdxkew7BgRV$ki*+^rBiWvTG?
znxc|sEJ^N8G%Vj^>MQeQ&y(&=HyS_)Qg+kv+3{`@+W+}`!A#NJK21gDBGoQJGt{sq
z(f+_tc_3-8Va6UnMZaG1RPIqOjomeiJ+yW=xv*)!8-b$G0pp5~=i6JwQgi0`9?|Fs
zL#R3YWWxup_4vrDKX%t(i=aK|N?`yBzySd^{8UlO$$#BB`0RmlvGem-vAOAM&Oa$`
zE`3-N$(ijem6X!6T1=nr`iC{$GIl!AIz4dzKu-$)gT(0mOK$;-@@)npdtMMV&nBqA
z6(u!Hq6td-bGmxunwHjy$D@ui+F+0n(x`e&=Run26gp-@9`*k^qxSyddX5Se8HtR^
z-51P@WIPyM3k<4x%DiRem1G=j&Vfh^Fz?ElR@*;I)IMn4TvvKnPy*Eq4QMcV*Q)Nk
z&FG?e%6#XD7{-o6G!hurgh;%;L#^yhq2=aB#F_Kf=Sm)zr+oPx`^;y>f^^rwIF!zl
z=b-La#b7^-jr&Etih+C_mz{re@z%hh{qk3s?7uZUPs@^h%>{ldIrR2sQmzTKL~l3`
zxt`f5_H<!IT8j*Xv^BN*$Rl=svzT0~iR%XGG-tb10S`m;jmU+`j|+hQv49>3Bwx(5
z+)tA%Zt5gmr;ZH$vxX|xD+A0q(K78E6vfF!MB(gT$qzZnDLHdA2suyTbjCI5a={VM
z_=|wm3+3aK3&eL>8E9$HIlkwI(L03VEH=TH>)Gakz8@05@vV3Q%^rarR<EI1-K1h<
zt0H3}UU=@r?}gUUFPAth<v>MO?obc5>Wzs=hn4&OJ$ln~&l1WR2iGT}jvy8Ssz~Lq
zYKV?iZtlJ&V%GDkk<8+XH!U5-A{_QK^>CPjFdD1(bxko03?EgvG1z%MBZ2uatMhTY
zwtN5a%VgJasdsD(3-QtFq9my+{K#s}Wg{swN{{0UZQ^SF=-wHn7df@)!`L2^MDu+|
z`u^s4kPhuhc3$!4oIWw%YVvsb@J(aUGFYAtFUfz4D%toGK#T`*Y5LRPHVgLqyvsnI
z)a_rnpQ;w6DOwC;zeH66V5?!iawRnfVuivEXwF@2hW(;ZTbM~W&R1^9@ZA<iw_IvM
z5U+vgT=dkf6~Yi?*ec!b)#ja}*Q~^V_sexd;H^efiNEPd8@+;VCjAZ>$KbbO2%{o_
zT@Eqlncx%;MKLQ`Jm*QyU}n{u)sLT4|8OL%#vHg6KqvT6KUyLKEuIXH3pK3q$pu`W
z&H;AzxdYPqau;{!ngoprbNQJa>(^MH4d~91JjSkJ5+D>WJ1KLk=x&;&s{)N0M41^9
zk)C?Y+EiRil1HF464a>J(iDwjqMZj-ZX%MF?SPj`|E2`H%oDJ}9xyta?k!QC$>OD$
z9IfQbM&P_#xfE4Azn)OnOf$>O%o{}~QWbsr0(mvu3oSg<RQ|Nqc$&%xQ9Ed0;2sD&
zkv5x9lFDb_ooaXx`SbL2QX&&dHxrb8nwc}+l7nrVL7sWMA~s&i0s(cRMNGzgjU#`Y
zCceu;6HmTlM8A<$Y@8E-Q?B`q=n&_n#rG6anIqp+zX~EDZ)<I_@6eKs9-Kzmq>}MO
zb{&LizZYcmd?xIV6oO??iT}!qBKx%P@v?0?FyjHcvB+ihu=PFOf|`2fexBscK!Q{o
zGPycb7p*xbE^$9_q~S+Ww0+5t6C8naj3@0)&AYa&u`^P>rYLs|XGabMS-(Z;n+hP0
zNoqi|QTxme$SwA;(At^!VIRWdudJ%-s&-5tt-*JDz&=-7v^PJDf94w>nDbYehV!0w
zPHla%?$#BrC)Qh;(2{uNr(`4`9>R+6rhPaPgs5J7@YpE5!@MU)eLd-Pr+bF@3_h(3
zzFNS@gqp|m`t3IK)(1J+3e9mbv0Fe)ATE1amzAjh#-Rs-txW^Sr?{Mf28qC~<s{9<
zl+<~%g^_A3?3m$!_}^iJ;oz}akH;Dy2RM5rSE&qVAKf`<m)<(s*g*tSFRe;*9xlCN
zvc$VCYX>ftg9{xP=w=t*(z^U{&dR6$LJ8z*aZ`)J=8*anU*mm??qMvVl)lTN#PykR
zKy~pa;87{^Y^u+hVSP_TVu(q!e?b3iR<t!fiM(T)imlB#uA#3oY)#>=WF5ud%PQ5&
zNctF#CWnc$8mTFlJJrWL*V=VKCkk~(RHHm6*axdn+bFA2=NN)Af>}dueT*4#y-}X2
zw^gawC8L~k;uTULRGqMS;sKvVQYR<rr!{rIWJ#JSyTm33bR~G^>xBty_t?l9{tt;J
zQgcqZ1y+V}fDutB`#ykKK+0*-<1d{!kCJF*eX=-?8k~9bmsnd!ULFf*O8bPc4G6RJ
zj>E^6qNzjGl|LVKNM5q1+g;GHeb9$EVOcj^_U&6N+FfVmIeo@dcNgR}&>Lc;@-8fN
zfgb5uS_S3BZM&uT90UglbBd6Ja)?Ov4gt?V$P#3`#;U`-%}*kMPJ017&&TMW>lytq
zUJn=lG2eAjC{yMdJIo+nQG%@48Iu|c^38}1<-cz#RBFgMs0y7lDy%QYM62+g{K)?k
z9aW}cX4lClxjb!9d#)oNe%oNcm(^S>n1*ZNY!vdf4a3S)`_veH7>aw=`$%oFcr7G0
z0Hs5N`-^?}NJJ75fy`zUXVL5~e`bN!!2!Iq@=2!C0?8wmj{qCeat4O|bc8GL1u7!u
zn<*P$DKbzaYM3GLX3SkLmSp#Q#`Dbl=>B2fB0%X85}QhkM(2yvRAA;yP6=eXt@<D&
z!1@|a0_+k8pq1OXMyTvIpUk96e6bS#pd0>&<P4Rb*l^$ae6JhZFD6`kO?$H~SGgO%
zh^1i%`8DYQXI@SPfk2tDS}QRf)4Dy1mRHCYoH)c5GnHKV^YAByV_E;iVxidHhov;p
z&5K?;nx{&FOh`H$>1@PnSZa(`Lq<FTS~KaF9CdTw>9nj^5x%tstxZA=+zE~fs~BS)
zg<s5j`C^z0$|;rlX=Re@qv92q(ej<nB<06C*G(;?npSKiVolbFAsPF6{oCLd8^CLn
z^DNfn*UVrKQ|sbBl`X5Un=SXlGfA6`q}woi!<TQ1F6YAiEOr?r)`J?dI5x?yV4ys7
z!8fB8#9@f?3!2R4IKk@X%T_l!=pjXSvox!YUoZP2sU$HYge`@YTyETnUoO6(AzUAt
z29U>5<}ThE%`E}=UX4zj3U-@Yx56V<WYTPFUj4Gpgz)Chefb0XjGc8s@}jz*a}e{T
z$S$M4Cg%y#b=)?*15o{B*HK=NVtTa^%^7=NbxGcUzwt-eFZ%FEw}{ysY?Z2cB&uKg
z#SC4TmM&VVY30asxr7~?p0kn~Stkk;3H{3gRHbX^QZbPQ3fK&{zf3|8MVwFlar!M+
zY;Jy*-b)VB*yLdCamd(MC0}&Bi!$i6cR~ik-B@zw`PsImph#<^)?DSYP~ojjcIFUT
zg44WQ+>@+8@EO-#Rc>=$?H#!7uL;Y`p5pAniUEJL)n-2{suj@cU+_`H>rXupnrh+*
zU-;{`S!S55sz8rC@vJ=LS7vVgySvXC^5^)y{7_`p(<h5;jq!d|-%9=RZZwOr@1ZdV
zpgajavMYIp*|r24hz_gzpp7{1TNUvzNcf;}L`O{%jD<_A9hC}REahfag(@FZ(N)ov
z3iD{@q8~~8J``d_l;l0@C0-d2=YO8#<lP?fI!%WH?Cr@4=1DzndNM2GT^;LIQ-Fw!
zle<UoTDKU)Fj<`JM0q#;^5hr){Y%6izc9rsT>B*Uk!-Cq%>M8QeHn`Lrm~~Y?bIFE
zW_XVVR#|lBzDrge8r5HonT4Y!?ib6cDpjw`A&&PvvoDvrj_(@A7@TVvKERLU>Q?%i
zPLfs06z?%d)75WwCCzwuUW#y)O$uVEAuL2+N#Z+@ba&(gop|x|-o7%6)>)i-2xPuT
zZobu+3R%~o)7#vW+(;4VGV6v160B3vF3$F4DV)xJhF5tV6mYNK5Wds2OIZW3jfo7<
zY;fMYb^r8E@;VS9$q4`>eHCN2A6m#u{X2(oK$P2!@ZGHuPct3(i197~Cz<s68)G+l
z^X|vSXx=orq7Q|>1Hraq29$aZri(q2;Uc+oDyfyI5e9k4-!V+&mUShqqGN~&=~s>+
zz!ncM<Rt`w)6!>US{>e#l*44irYcl{Q=zOlA=r%33Tlgr&+w3V*oCcKFjrJ~P5P4Q
z#tly}4&?$V^e`UEY<RgO`HLQ?AcYXGp!FG19UP*Knd*Z5c((I<Z%R5FE!PgX#Qec?
zv1PpnxQ>G-0Dn%QV|%%xHWKvy-TV?2CdhZrN`)K5V8WCw14Gu?CH%)nnNi3(9Durp
z6n`n^$fQzsO$#j*UBn<W+Ry&cDf7CLB#qDvYbPm!ejD*kzNhIM*SCzQP1kbR${3hT
z6N`R`j2e5-Bv$aFg}3KF-_(OuS1KTPRZ-p7F*#0gE}g3pyNLB@&P{`wXJRFVYX5FX
zaxSPVO9f`?fp~!87QU8fd(F?->CU2hRoO4F)3_eIbyTbqi_nQSE+A-mDlY#+D@0f^
zfMYl0bTZsT;U9fGxz%)$c2F3_Abu+91FS(-e!s86f#c9snDb3gQ16`h^-bKw)APon
zdap>p?e|Grp!Qy*TpY;XF=w?y$?7SnFR+S^WX_995e`bUcRW)u#JAlSgEg^<w9{BN
zt)uENV`p<byFzk6-`k45NbMoH3NHW4Q@<W&gz}RS6pdsWw(00q6UarjdW0S?{OCn0
zdNu5tKF3*lYhIiwK37^JOd$War`US=Eq*43$n9cZ#trXhU%;Y7>SQF2RZOc2r6a8F
z(fEc*$Wm_>;i!K@06bJfbo&h>5tyA>MQ3gh4W&UScAtor@`6Z^*2nHVWRcj$GN`ka
z{_8ie074b6-S4`+F^8#KR26cMg;o-xSS`lL-3~a>ezD7t$tkNnk%~QvfHhnM35iG!
z6ynWfO;7<<`tZQ2hEX6%>p%j*#h3|jC-uI_yg+%JVE|~>+k~BT!vWY~-oL`MEmFd6
zZW`Ajm{XK>Nrg6x)=0_#k?~8%MrP^4O#SNw^tPGvq$)91E2IVchLEJ)=`%ixPlP7C
z_JVVpJb_vpVNm2Kp_&x*LdMPjcVF-6FjX$NB!xu-z{q+s%Dn3;>^<Q<Sa+=({u))O
zfjt$!M$8kRlF+ZqJz>E;;k_7S`a>9<;JX+uGG6B(2bM0avc6L}g*u~D&$(qG;vef>
zc-<-0V>8C>&jpEwOvi9bN%laYP!z866#T=z0|2v#_^FlPf#c53wxar0@zqu`-tCJg
z&3bv>;rNI1N!(lKd-rt0K^+Q!mIi+yak@0Ie^dC)_pR||+!O%`l;uuZ2Pc5qhrYGO
zlRklL^5pz{S6ceSj4|uqQV=&J$3?u0FQ`9@z6%1jNj$}t%UHumUW(`RQBd16Rk!gh
zWN5Me$S)`xsQksO5uTyEk`mn6J6*`mfBEhakMM*_#Ga*?;tc`yJi2EGBrEIz)m7+E
zaLB!=xQ1a&O46t?9F?l6aA=m4fRiz%PTd)f41IXC(?(sKZ{p>t&(ytQ>g81{0VNge
zWuy)Z07#5@?>WEL>`$gZ6@LzsjVfdE)jyu()uP|*x`J7gXTMGazR8Hp<J78HMz*kk
z80pDPk!wFTKBQM-KRqMZI4J&K`F_x5y1nPWKf0iVFROJO@K`I(4fkQXXMdsk!q0!@
zjrcG7nf3QJeySA3jlY_qf7Ok)7G^KZRjF^<*O;e!=SpzlE1Pqj-td~7+KzdVCRDM+
zwUIgPA)Xy2(@&rhCa)Mx_%e2GA~>%moUi3GnO!I1{wB9~{_el%!rrDCSJnrT^WC}T
zO7w@2euPDB95H(|P7ubKghp{~xGQ?^dlCZdD!=dm@@zDAz^6U9$qA1D6MQ9gh6+t@
z2HbuLp1zy^B$zsxGa%}B0l`a1v~D>39QagBXu(*$JrU4BgNhBON|4X;W;adpcrI@2
zOiv>pvL3CkcM*?JvH(ERjr~}T2k|UZa1vJ2gbJ0wY^-`(QwvB~p-lhr&<_$R-l@vi
zZw4)0=x1uo-jV2m*!ejJDqH_0U8Y9$X_40!KOe!sTXOHpAV}(Z55C)=0DN5qz~}g1
zkfL)lr_>*N1af3Oo29ASv3w=mwg$;6=#QC2TfO1sI9CFNScYt^ZEzcFiGSB7ne*x>
zJY7>)9m-b`ykopj8Ac-S;jB*(wuO6Ty#LgT#R_Jb^~}-n;%u{EKbNjG;nfcs;g?aO
z?R!Xr)5Ag)i~GC}05v@M9FGy#pIIfNw9j018N@ysy%=v(Tp^19>ls>2voV3>GM_Yp
zZ=XM_6&^N3UQ(CKay3^nZ^Ribc0uu3t8@xy&(cCthOH>j5EM4FZenrQw!2sqYw-w-
zmtRp0*YAd5<}jI+jQT|mxm?M3mQ@)_Xs#9s*9D0c{E|v>hDsn%@b-{ANk6G<_!%jY
zLY%8>4U0YM;*4Zj76K=D$t>eh_R!@cei4+P&nLn`T@I%hOXJwSTjMPrf8AMjoxNrB
zghl~0F>uskt^NfoGDeEdPKwSnjSj>YeJZ*b2xp!_+mtr^Q55;`<E!4kMjeN|p;yk*
z9AwhCdPAFYFgF@Qrr=pb>(lDp>M4UjewPa<l}2iN-@E5m)&!~!MTMJ)#Yc71nJK?e
zO5f(Xzn+q<&3aNo8P`{hnejp3GP@0}&f`TW)58B2R2(Fb%L*`xe7SRHvlRUJN#R!=
z+n5tU$HO?q=tw`*n{6C}K~axxx**tD-j4q1I(=A%B&`t?FzdvPBypL?Zu`5&Oi@LU
zFY0i}Q6wQ@)TCb=_b&S#&u49~C|w32Om?`U+i}~5<Y&iyS>cwJ*D&mHWia2vnr6<*
zD6))X2V%%*n@gv|X*d`T{SXCFF@Rg0b8@was0c3C&;_UHY^^5D7W=A!WTuZJ^eW47
zR_u)Fm<LgAZz-)^f$354pp++mQR1|Sd>vl(OCIMTc|vJ_dVC}M8aN2LU&!I#abOOo
zT6M|2s2^?nB?G*gdI9<*6+r*mUoJ0ANo3d*HAD#d;|@t8zNSK9(L#5sXYZ92GMcBR
zD35s{D625wu*YnG$kW|(e!V%zX2W+@u$bwh91k{(MV-DkWw_?W3K$VNtNa{|tuI1_
z3YgoCJJDJ~OgWQ@wDq^DfQGi4aaIvq78fIklGMX4SJSLj#Th%6+t6C^)JT6h+Z9Tv
z^jszBQ;Jm#BTA`tX(VM7YZ|BK<a&^mB))wfS>(F*IB%uTa?K6uqbbCx(nY~qgG5?>
zWpw}o;-cu*`K^i)Z<_grH2uBQ-1}OV{n%l+IQTQjN}5hbO0ZvGz|XW*c0jG3Trg$+
zi<M|MwO^XYXD{rP;F<t!V$_#N{6w*bfy8oNOdzi-y}uHxFSAK7w?TT2MJBTZ`tRfw
zcw6KfKiLeg;)O=*l<J@Yzh1A!iFsg0mJKioSnBm2>L6iYVfahATD6aKmPMyo8ylp5
zJ}c<#=wsWX>+(;t7r9;ns0vmz)DNgCnzmmjNJ=@=)*b^2DOH^8uXRt2jn#CwOX)S#
zbwU4PmdJ|FX*2&;TVp>Z*$7QJ&QW10a<#eT_&Nysx)dJXx)O%VwoMGi4_5Fr@q=?u
z?;p_Y#bSr?<sdWfDx9-71>A>+UH-gRgV(uB4pnhfTR;BjPHBjwk6sqs@{;*Ow3R}k
zhhq@<xe<fYevg!8@}gz<b0}si5i@s>98=!KW%K2ASpr=#Z$8%%C3V+_q@mBB`9lRm
zWT3bwyecIrtlKSG-G->RnyTDH?eS+v;CX?Z+t>A;C@_-Z1NC9r_(aRO!|j8<*f_2D
zfgPFvE3cCKppiNFI%t+U1+la!Xp<i-UcAwPBi-@LypL6f;A&qY-sJOk-B?|96aE~E
zlTR3gFcg!C$ce3hu%sBdM(^)_+z;Hc6hv_&Nu|^49hW<jU-onS1|DA7C}DJ7mX9Ot
zu^_nhD9O8ZU$>1)2gZNjs$>vXyul8@n8-Eu?g5ahMZX1LkNmtcu1n#x{N0cXXFs1h
z>#*W;6|Ce%<(p;y$}Y{~x&&A}qTnCEN=ZN*2jZY=C^&0J6q~Oq6fpK{y8sASZIcnN
z>GSRjdTob7$|mL}`A;0?V3Jal#2E!4Db7Kd7I?J`NFLz;02*c771qn=r3>)fP5%Xj
z%gZ<2SfyOTDH*-ks@*HIdhD=oHj9wk%xZcr5KkeIf{G8WdQ*YRA9AG>=VrguJUiIX
z)BlUWq^E2$N-d{*UPU*ftzAKUNZ|BLz|c{jaX)3S%Xg@lV*kKza|p2VfUZYBB$#pH
zuD|0nER~GQ)3Wgr?0<l+qC>BfsQ;vvQ)vSXoJ5;$`em0(g1l)=xE?M)>!7!~8)aL3
zHfcv7%SSM@<MD80QPyOiqAX74($o@Sl`!!!ebfxlk>J{RRG4f<un}2jD`C6DwTnk+
zqOs#Zc5~j*5V)Z74~o*dj?PB7uH|_&JhErH)8t*Z<4<n49@RGJC#yZ(75mV|x~f|v
z9O(^Luv;)|%|^wDcwo67ty434Mt88j13#5_Xm-aPLkl}U_ZCS1H>Xa(+W2<S;h(1w
z=cAdc#~nH;2u<-7;uN2(#W_Mr9to>?38@wBr)hj`3DX7tx(W%2eA`J~>!CftKA1Vh
z=6><9)k$vhipi%W0IXm!XJ@(a7umeVs2@!^M}rz@#ufFXc!!sJCVS(=YYM4Rl?-3M
z<a7y_<z_|kY2?*Q#VgLI5beQY8&RyBH(cf3U^bIY@+w7P(adTrm-4eyKS?)}hp!hP
zYKe@DeIGy9C&NiC)uI_Jg3hfGaf6H_>J{?ZYSwghM?Gd=>*5z0-E+$dLZ|;+U7^@m
z2AJJO@X+6(@<6*w2nPVK@ajq0NpALlNR@MEw)5w+g0&hFLd}`d&QIH1oOweohaP43
zS01y-2y-5XkyBKPsAw(sYl?3UTVRiZu(CI_zn=4X`S=SyFm~2Itr^XW1!S}2DV97@
zp1<>O=`3s#(58XwX>fIO8VJ4@s9FKtRJ}>l6La^!6TE9U?rhNMp)Ctp`;y|VqR-j?
zGdR!|>qE+TxxT%vvaoih+9#4L$3LJ{Gd%7qxFhM+yf6H27UXa&D2JsP)W+|MdF{tA
zwj9ueY<M_4(OA?M?E_@*SoUP>m7}+B?ECDt1dlPXe9t@gb0AO~n9@AiU^=%;Ue`~Q
zip@`o%CF_6cJZhhZ#fdW4F8Ji{_A=*#@>0bc;aC6@8O1BUDjT+;rZdrDvN)(H7ke`
zaN7!=5ekUY3!=N3iU;S-Ih&%sZCFsf^ofhZv5TGs=PZ>SNc6KFS(yRSip155DqqYd
zoW_=kZZDBPi{~;XlDbX9%U;~CJI~MEdK6%`cun?<bOTqjQ8@pQ5GTco3C^BH4-eii
zjH^>8)uM8(XzBJ5k<hEl?psh#vLoU{UlpA!<MR?FjS|jZ13*6js^QY|NF4Xct2p8x
zPBd{xRm7}xAC;f&X!{F+aX{uAJf;PV1fCPa<lYZDOKp+4_pqFJ(r6Z-#v#ip>zt2i
zhwt^-z%n_ram4L4HQh%?p9yT)sT?=%^>kn3gNe;RLRBow&6ilHBp=nQVB+jcCJ-kP
z>aCcy?R@IaMQ`5eR7+0ah;meO=66V6^W+j2b52iax>~-oeJ{)eKaI1q&6!5;J9ToE
zgjYWYpu8V8zIE;X^d@MQ#PP3+dZ!xZedRAl%^%a!ICv{W^X~`4>T~n$pLw!zk%$*9
z8)T!m_iKY}#9s@okUeS~^JndS5TkScuOyL7u8o|O=R6~vl9Iyprw{k@t0vf&x<zPd
zD05<{FUfJHMOHCjnJ4rR>Lw8*vnzfD5ZRp>>COHyV~;c#K_Th|QSUMR{Axid_GEB|
z_BYSbeqI7<S^8kK;Bpk&Rcx!=kcG6`NHJd`t*mUF1{<7|5W-g3C+>DaNDm`jrLu+c
z5SEnKQ}NVt39*U52t-}sGeuer?sl7E1wz%aN0XtJ;_~U!9)5+=^kF2Msq4-)`p(|A
zNG%YvKM=~*i<TJQ#_h(DPVB&vG-?MFk&^IOlM50fLVnKIMJqUv!7omY9~B59@mE)u
zXNI?u3N0Izzn<l;oUb|g<agL7%)V<Zk2_^A%LgIBrs+<<>$b6>zMpJL{qR6)K73^j
zdTuhxL<M6xD~};Fdc4zrwHWwRUlB`82mn2;QR%kXKa?3))HtG?_K_>YjH#+H6T&($
z9Pv4&FhK%&0yCczc(>e3N%3#wF*z)V{CF(!FFYyF(9x)dI`(SgBXLx}95>a4)4<bz
zKHues3043<mZUWUp}LxNDfj|+HH3Yx7p*$zvgIFO5)wO0;ok-p&Ww@TUiM^Xk!ZYp
zSiX7vxki%~tm$M>n`q6V>1+mD3c%(qQSoL4T~PBd6KG1=3tCV_%C6s-$ByMv==tj@
zq-+{8NUs~Wm%#vT0m{PtJNt9)`*AM2fTCM}LQT?Ya}HCF5A=_U@77v9v#%PJMTPJi
zghhoFFOY;@Mv)%)(%+i8Td-?J)$+MfxONR-Sj;m^{0=ebZBP=_bOc$2MzfM?gBfGu
zUk$EH43=pK@ds?Yy?@;o8KJ=rJJr1dmL2TvJ{PucRT>N{?j;ct?N!|asnpr!m|~yC
zg11-D>pL71YPaBSH2%&0NT9`*&$x=v`NMEBgt})DP*m7vw7kgtxv%}h-9%jvdXwDd
zfQZ%0oSjt%ljP!=%yn-v&Fg@@;a8ms#^B$nR30k1;v@V|y^gMa*#OEUL<j4qIwIL-
zj`l1-zG%rP9TxEVy%NFaW%5^i=hrW0o%dgz(b+b9O74k+*?!<B{8M^LJL?GgEufr!
zM)(IPo@NKkJ={jK+0KJUZ4vMZT9lYAJSo>VNl^D>Qh2-Jy2OTI8It;5@t4Z7oO!5i
zDFlIg$c#v*ERG;uB!gk&NTOdoR$bVtM^zcg&f@$~5A+*N`|vX+akRpYgKRhrM#*-F
zi#iyDh$*3s3d|jp2g!ITu%|IE@d3M4p|J9nc+nC?IRWCeUU^bS#>v~gpK}vYx>1JG
zL`wwpxge$)jDQtol^ENJi~@gOF%{CR9p0dh^f2<Wh>#o+)X$I_t-5g<1zXqK*QxXl
z6BrtW05#p%2zFt^+Bz;sw5Hldx<pqAgzr5}BqA~XGu+p3Zlr{4syRJyG`CeyY*(7_
zgnr%+B#-y;^RnUbabHL_e3lonXdC#`nZMl3;^ne0v)S4K|Fgq4#dQVW;^$nB`cF>w
zSZ@CtMbMua6q%A&s6s?WON#S1e34pM-Z0RVd$YQO{4WxJhmMMpeZHYvK!!B?J&&?9
zVhkuYO4b`x>PF`jV9o=KAtY)ZJM|;HGzd*ZU1eZRCZ(fdVDO4P*|rhKL$gqWm?RUB
zTX>cL-6#w+87**5Y`aO~Sk64a>&12!?iB`|X~601w)I4#0$Qo4=8?7Tf-aU<Dr9rJ
zxze2Jyobg`hguMYA2}1Cgo>i$8u51B;9HHWY<`@Lg_Y79r&;Z-D1jz8x&+3f!yK`5
zxMqz5(s6I7;c?QapkFU<pRY?5gTKKyNm3;H1t6#PRzHPsT?DHB+%XQoNdjj;5LpTM
z1O!Jt+d}bgO?CE_ywLtlEyrHMxG~F?;RSgb{bKMC$%_m|m~2dUA)$2<+`d&GemWq5
zPyEw%I8Yi&zbcnF{j_EfPG`s?Gq?TcJq3^_qZxy}6;d$hu{VUWT+>12W_gvqc>9Fg
za6erTr$sZHIM2KpMPHOjT0WuXN_waU^+UK2EoJXJxm}Fdg08m;ZOFOW01FU<L9;J7
z7`RlP5hfb+c)dvVqQ9TOxEs5{F|m@}LyUL3QwT;`dTS?5S6iR1op$~`q~ZFdO*xHR
zbKaS8iTZOc0v-z=HzbQ?!!jv?mrJ)RAt|?3RsCpxF3Zi2C}Zx$l$Pk=G=VaPRlRrd
z>6m7`cDqJWBsJ`e*>@_v*AK&q37n1hRwmrdZ@fu(a*<a6?d~@#a$8&j_@heW=0PTr
zk%>a%?ZzuXaMZ9;QMY!YGPTjJa73^B7(jgEImdV~ByZyC-J!qPqLjWAIPDIbkilqC
zma!OO3n)2~5nSiey?-#{rB2>^$R2n*a5!q_($A^{P^Wb`<rjUI>)IJ)jvkHwT^3>_
z>*Le2p}~|+V~Ca`YH!~&Z=*LYVc&S4mv!0^Zl<XRvVlxYzEwqvRd0k9_nlv#pd!;z
z8FOoFpH+Wv<mesfE4;s=gRQ(mk^M(V=W@_d^Zk`0A=N{_kpU$hDaR81Ia_~@gP7zG
zqSLH_U-VBqpdtZ=zbiL^#^ex25-PjRodxgYY78<aBt`AoCkz-;+HmYw7RW`K4$aYK
zvzc#;p6MO>Q|5F#lim+Jbb)EpIfw#|-4-5d?YEn}4SJ>hF=LE7PGPAYx;wHP<k9hW
zpQE-=OAWzooMN2<!S{q(1jXk!)*ja7gb_!6PsXBklaNv<2CtZLi958gyzHA;7hN+D
zO(!fDle?JQC}gA?Em6-t<tsiCJm;J(st|%9m?mbmLyAZ7p+PS#%Xhm3V^!JDk_%0h
z=O3Y!z}iO5CIsYK+$e)glHu<e91gV(3ib-gX=f<0B6urDTMYTlWy*DwXQtz&#YFMj
z5xMI6l#uT%l`{Vedv5_1SJNzt;+i1A-6cRExHE)cK|^pI5`sf;w;&1b?j%@n5AN;>
z1O|5}=-@JQC-VJY{&T*Zb<ewRy?fufnZ;sy_TJsQySl8as;eJ*R*5fVN#7xIzJq^M
z^<ZprPn$)5BB{SqV7n;Q?wOg)9x(lm8P0y_Yq?C093HvIEr7Dqy8t)hbLP}>UZ3}e
z!)o@!j8+9v?-Rz?W^_&=b8Z<r%HGZn+!%})SDhE+`y##PC%A=4R&^scCqXv^h@15R
zA~K81&!qjs_lGBA_a~cQq%rNA4lUr9)wR3P34Nulj}2nZpArOfcIbgmXVRa_zm_qw
zK1Wx+Ak=hAUEY=CDsK(AJ~7=#ie>r)T-lQlc#W*7E|coLBK7*2U!dK>n^f!QDkba0
za4S+c<0`=1ytybFFj*urdMJcwkuf&<lOn{(ga@{beog#}bjbs1`iQzqcDH~Wm)+jC
zHt8*#SUNp{71CZakLv;9=YZ@}oP{&Vh$EH=^(V)JRXCJB6sdv@gh3Pp#UJRfEa*d0
z>@{#@b}M)bl-u14*AS^sA{YiTV=)qFn>A$WsqR0Vj&Tghd&}K0>ZyD*q3CfWD05Yv
z!Tk8_So@7~HolR)b%{I3Yih{wQ@SjPvHV4JmS=-Q*qm~oEu!DsLDPEwd>kaMMVAn9
z@>L7J3H;;ExOFM6`$@t|rdKE0Z+*6fofcHDv_CE-Db%2A1TrzSzz!5hX2J7z?Lb|^
zjA|Po6~nZ4#u))Y5uvZ6WH)1!<cISP=B%!yTAt@2nP9jE^>4kqA>rv*%Q%6%=%WcS
zMpKS{VvigDsNfNI+-?Qx5z<ODI(0`{|Jssv?Y9*pwWshJnkHC-_8Mj7O($;D`Ph=a
zt|WJn%1)ftG$&IoJ_3BO5xf2S{m`-0H-|bY9i{@+C$g&Yqtb$=8ZCY1>+<8v`S0$T
zZ^Yqa-kp(njvp-}A$*lxV&kqpS4Yp@lP{0+w2DP-nnj&dDx!`_)jD*~E`E~5^X|uY
zc!Y#g!R?ldM_(fNWg_6&Y+oBmY`l$fqkRWoDCo47C!vS2al1B)Z%T3ys@#=)`*j4*
z7r?br^=93+60ZM~0BXFD12=AFYcla5yIO@uWj|HT+a7U$O8V}kPZ^}6U|0HQ4r~gv
zIdCr=$slFCw{<*^VSC5KRW1j%Lp>@lyH<U!yIz_+hBR>_-~bK~1v+I!suhyg$QgL&
zHhhx5>I{6Hpfv4g+uJ@ffaai)7k_AZE`^n*mCs(7wzCeyCtFOO)XLX4eI}A)kwWY7
zcK9Hg?So-iIc40>JwcDJ)5Gy4<giKgM0H-?1Snu=G#9yNX`9u(&QHA~eRLcu6IH)z
zsz=-BgpNh<5+Yfgx1_L$C0?nI{BYrHUE(!8>zGUh-AuGQ|6L2)JB?%-B+4Bpb9P;W
zfqXFEt*K;s0LI#uFf7w!55J)j{iEJI$0{2-F<Zun%djGFRpihbrE#cX55rMMx!0!R
zbW?1)i)adb%x*a;*WshEgjwF6x6)A_^P!Bg<!$EWC5&+%CEHYxL`u}@i=LV9k&@0D
zjPf5cj4z+tdRt$N*Kt3I5zbbkenvPP%>kiO$VfQ9Vv@@895e@p&}Ez`(ur5~1zEbh
zPdmtM_oy|?{qPCj{LR)OhRx=?h?ic{Pp|-u=5g>?7VWS5YosP8nl2=j5ezqchDJLX
z`ifk%`$7p4PadTdD~$)u2ipin6GkyVF0RkmJKfq=_zaIB-OHtCS_cSBe(QCKqr#$&
zG}y^UA^S`Rhe6mmlBwz?srj|lk<Hj%jNv8Tq9dW4Q<&pp2Up?e&jaPB7-YsX`HdZ}
zE|V=eQEtAFQr$DUr<1~<FtQlTNi*7#si#HO!Z5|7UELm#y$wV($5>e)fO2UI*F7mO
z8eS-{yHr#$I$kq~C6kWt-=GK5jPlECh%Sbf1-2EV;foGDlFH&_*gh)oBNP%{newO&
z;$kMGlay*bk<75YPj{uk$$1%#I7Jb7aJ{YATYf6Jx>J}kU_Qz73AuU8He^fRTPaaI
zdOw>o9-urkpT{O?yFx6^a@wD$>_W@IUsB*sk$^vRH0R`V`H-eF?=2!6e@K|DAoYFQ
zw%ipwWm*c)Iun}xqhSRcZDJNit%r<Sx(;lj{OLhE_bf6=KC?Rvt!1cB_7pXAL0qD_
zIP<RQrE}x(Ul-los(HBh_4*zS=G}zh6^^O?0M?6oymPFZRpKgX7OZ9(H=M7$sm+Tw
zZ#@#YY3rZiF@mAVPg}15<gKr|l&tr=mBYpF+dai%Eg!MPt$fq3GJ-KfSJCPcnii$P
zW8|FaPS6{1<({aiIcjs2j8KtI%2`>KT2;Er^b!lk_1i~R%hQ`n#q<u6+|m-pgS0oW
zd0~N?pzypI({XcaxlHFCwV8&|eCca0_bMV>T5t&qn{(iua||V^mV)I@-k!N&k3BJ!
z4Z0}->C7UvR-TScz<zZ{u#clFEjUFUcmoN;wU!{ZZNKY2ynXv{T%D}Ae=J(E90#k9
z4K5T)*FIUhO>8*;;3+*ip%|xUO`w7gx$SRuYY>0;2|HUN-z<XpJ<7q%7OtuDNaX9b
zN5OHPuz4mf9bA)%PzGgDF48Itva7t)Mnj@!r!dIHcqR;*r)tH+47?%;k+b|%cTlL_
z#Ot@vTNuA-XFh4gOM<4igT@F7*J4J{v{ZSWltP=`Pnmrciy2#0Q^T#WkDN@O`<`?D
z0{~3haw&3*Wqr2#uEdQuerH<%A~NPzR)Pb0QLGt8Hf^~N87{4Ix)-vUd+z_-z+X{l
z?LCrN`GIw%XR3lfSs7z2;>KsJVt1TobD-{>*l7j(#qKp!mpO9)7eW;wzJ$_&mai)b
zfAURfP{f00uUtM-W64pgM;(W0a!`uix{Vk07A^5YS6NV5FvmytXTfWZ6Q=}i7t@!1
z1B7LQw#|Ug!cFh*kUV<J*i`?yTEnI)4eg~!&5-Wu`Xz_Yj1VTCkxS$Xa<bJXm=rWD
zJl<?s&c~>#&a!6{@lgVAD9j^Jld27xmzi0wtswqVgffpk*3~rU-f6C1`cfj<I#kn`
zi?%tjKl4d@>Fpz&q&QVftwdak!BdC$n`3Wlh=(Y&jW9u^CUX%M995-}xTDU%-UC>g
z7-r5ZibfW8?h3aWu6?z)V#~{IGtydrke)ivpdF;i1`es#(4QA1Z!`y!F7XifJ8lry
z0|5R{5WY@|h#1yycc!O~i%zEa2_<+F<zD4tib3tH-yH3=1>6cZ`c%pAcdi|#KF|A1
z-aa7ZC%SXe+^$q6SEbd0zJa>bP~Y8~bmKek(jWO&{9=jwiUeVFw1A1q0iv(#Xs_o!
zUKCk>GE?}~+lmyqG2zUScR^{c6bzg_8NNQX5b7xckvAHZivblC)9VdP8$CxJPIFpJ
zcBju%xv8lRnb4(9W;!-cqdMp#^Hr5A^iob=>5g1#CHXaz+|LrD`Z|$I_c{IWd6vby
z{+jMbg`=p)&(EEgYh|+HY-vtOz#E(TDU+pVqM{#@!1{p7werJ?GKWRrYgdTTf{SQ4
zRb(k}b1hPziVx`U_0j713=eOviNUB~eFmZZ?b0N+QtDaN>Iu_}iP6ixnoEaEe_`)L
z^YKysPAhrqCXk+|SjhI+@GeKAl*9$8ujj&O&EYW4g`7ev#K$mnH^%&MS08xpv<Yzr
zF`RGuENwf5&RxE~FK<wFwsae5eO0Qishp>EdL^`{-{^VXuL&iav9n9x9w9o1HVpDl
z(WZJIg-<ShPwABTXsIx;H+_^CYBx#wsQK))*UnW`8;Q_Y$`DuU&(|Li{K10%J%q4G
zi2wy~r_L(>L#kM=Z|MiW<s{^K$iv0+uUxU;)3yG`RE6CC3%Oz++gRDytJ*#{GREML
zG<G&OGM2G_?nce=O9De`M|&q@YL5RZJ)z`dHA!P5o0rDaVqzE$j`qgStudfe(0w?p
zM=xz&7{k4U`}Tp(!aasV_}2#!5djei1qlfe5eXF;1qlTm4ILdF4Gj$g6YCBJ#$60F
zv^zL=?qXqM<6xuT!M%rzeGgW~hPJ_BqQO0clYocEg@bm%QNh8%Bg23He18e-A3UsG
zWLQE2bPP<`12s5s2=K6XAt53oBO$@=dcp3)A>kt5qv3pnf~WEvmDUcQ%QyNR8l6N%
zJHfNhhxFVp?ETO&2#JVENEsNJnD4Xj@bd8s2ns!xl#-T_eIlo-rmmr>rLAN1(%8h*
z%-q7k(aG7x)y>^M;LY2>px}_0*tqzF#H8eu_t`nQdHEj-3M;FsYd+T2)i-o>c6Imk
z_Vo{pjenV#1WirPEU&Dtt#52@ZSNc%gHKM+&Mz*npfhl2@bGYO062)x_AVL!qi3P!
z*oP^=%KqDNndz61?d-2(K8|0k@i<geRFqU=^_>Ir8RkOrnmv>b;TpoVRRzyV><-%_
zZz=)t95*ayP`C`4<3fHPtd@~CDI!KQO=VrAJkD%w@ZD}V*_OB}WB&dr+m4EoGb4c_
zCM~&#fS|oRt!!tK^D>_bUEQRKxckFeb$&DWZ0fFM6h{fomge{&xeh=^*HkSchkpMa
z%K+!OCwZThWtbnKG?rnx`stEnU-rRWfhJn8kJ9WrN&7hjPD@7bxpoj+XIf<ooR-Bk
z>8~W)m_(tYQ|TN}=b3B8SYR-}&yA1{_eE(`r0S}gT0%!dDBEdykg?B|Cm}OghZ*`d
zxu1!C!h-pI$o=-9Ei?Asg1paC1kmY!AfN9f@r_RSI0gPiJl_*-{wLz$f)Uy?YL5SB
zc|QMtN<QNV_y2DppRM;HFogN@_x~vb3h2VqmM~g)rU&-X>`n@wb$pIN`(VEHW&|0i
zC}g7FjwKeaq3aT~6jCNmQWT}#&k3)VQp*@`8(P<6cT(I>XEuWNVOyNBw9|-f(dkKn
z@wjQ2an$Oz_Wm1mBvlsIEH^Yblj7!p4~-$@>Vy(lEJJ)T3f}6B)rnFKhG=0BH44Hl
zpF!?Rb#tD<fL)TC!qB$uFQkFQyHd*d*fekmmO2!K8!FMT8=9Zk<6ibG#v6|su>suB
z3MFxD&0&y=rZpA87z>oEOWf~K1Ol<=qca~AHZ?E|8OD;_6tU}?)6#RL6ieS9$c;cY
zlgb-q9(V_M!)1y7emySay;?-Ie+J8(MvVNqT8iUGdr7VVDOEaD{5TaU{J;P7+25G3
zzcP{#N;xm`L6w*>O)odK(bEjNNNBfae<{xCuV=SoX)0HXH%c1)1@uV>5I~!$3|25q
zbJvW$sFK$unOC=kFB22NQ=OH58O1IHs=uJ>pnJ-hsNlb6P*ijy;wQ}L6l6*n59SX(
z@qcbdyVr(N7xPfIh_B)xTBe}P`w$S2{UsigTCfxfr+;BXu2H;=Ga|~mF^antnLo0l
z2}io>cQXaM*^%;WQ7J@IuuO6ChK``dH;#IQwZo<)z=Z*|#68eYL?|URZ*9bK9@USH
z`i+jHO0WBf&z)__=wp))bFQ>K%gPBwDd2gZHZJkvqu$=~GRiO2^;T=f#&iVfHi+`n
zD!T^V%gQJ<`@OCZV6F#2Z9w&|KyO+hcC(lws%*4e=@2O8BEOTcyypOi>W!=74FZY2
zjFI*i6%Fep^E761P=Tvu``9ABN!Zf0X4N(Xt+FOuVIb>z^228yr%R=Q5F2#!S_@ce
z%@i=;-UWJ=W(@Pim1fY6j$=YhWo5L#biDQENN_}6OX6Xq@AKA=(q`>_Cm(LK4^MR3
z4#>6IPRi1Ftwr}39a+Oj`-1J4G|OFuJNvzf?EQ5p*$;=DaT3%JLylPErfDco4gQVM
zpsMKi2E67k-~6IEc^1?<^?LQfa=nZkj>EXOpo~{k(Q$zi3Kv<|QgenKh^rJieqp&e
z8YGTcV7F@^wCD<Y^iGE?G^s}z1cIPdM=DoGXgn1d<=u+0cxupb=!Z>Qmh4Tp4gWGh
z$^e@eJl}yI<*!kFaC&rWxeJARi~NjuDx#yg;n>3?NI`~#jsUFOrHq9FHVGHl?e-jZ
zdG$$YK>DHOgg52uSMNtlJZeK!q@!FRq?fGfRNH%yQ;*h89Qd%6X0jglp#;91Y$Jpg
zull3mFAfjE*g&1FYG4rd25mnR<wkRrd`lI`TH@oFY#H6r!5a+@F0IwonI<3Eis7ql
zjw8*<1)}nhaRqIOus6eQ`C&JzqB$c$UGUommP8S+;zx`HuEtNXiACp-NsjFdEIk0}
zbbykl@8hLq3AQqDK8NoO8J0?0?xb@le*AoL8Xtu~#Jgc||EPC*e)Y{E>bo+|*j|1U
z3CVnt)6&|`1<}M|sTd{neanU7R}X4tDaF||T6`{imzOQsB7(c!G6E?F*N}V&yegIi
z?~xG)Bj!3@jm_@hJfVaaD2u-FT3)r`sid_tV6RBpgo}9F5_MrwsLsV|x+28<(F$wg
zxa8n!<7z_a-*_p7lndoO*gQ^ozi(+9e`oIa6b=T)&K`G$q1u@Euv5{ZQRTqWV;{$f
z&t^h*$MmHYti!G}CsGKCI&*La{Xe$YTm(YlsO)bodtc98l&K%GCz#d;ha9C`Q9Z5K
z=TL;B$idj~6kg#L-44(6^Rl$*X|P|=;>mis%6lwUV_{eyEqkDL@?+wGfz}^CW7jy5
zzHP8B?ciQADYn4rF5VvMM2atqztMkRlRg)~j$-Msd>r2t<^gJS&4)Zfy`8zFQilxy
zrX{*JFD_?FmIkhH0*q~PJ>Plvj(B@~;XB91E4XWLdI;8!QpC5~B-m?Vs+ON;>#t?9
z_Uux(I(_8|U$lLIq2KM6$M)#094OiKpd)tVSf2ErXwl~FW2uIk=*lq8JuP;61^<-S
zG45k3s<Wlr_#U9oi+6b@oWln|xvn!%xUU*_Nz*)QjtT3%=+E!n>jLYYt+)*vRMffV
zKErmuid_C!I94b<933)u5&WWZhR4@KbGX4%m-k`op5~+&aZ-0KD`MCK8KNM*g(Uq8
zCIZdw6gBts(18$iI^N@iiagQW-TQi;6ML<9r4d4=FCw9El*1=waR;p+{>g&RzcOd>
z9oG88$Q$p@Qvw)N-eiZL)OD_sSt9C;oz%vMejV`uiQa~1`&8%%c}M546>6F|7`%DV
z+@xa}R1w}>v|1L_dUVPE1r(<vX`HS}q3HGC@cha2J-NY|V%O`ZX7A17P6*b;NWbJp
zsyutrvvcLlK$;Ng$K?zf%-|mzu9?e!g`#N7he(7by1N5~gJH+fTB}_9QOT;V{wq{+
z(4(aiw^!LXvX`UeDJ82V@ULjiR~0rhSp5#YvUM#ma*Xa8bgyJyB2k@Nu6b!f0JFC{
z=RR+}?ln*aEgtPG?t}Vg0<Si&CUC!K=DQL~>rUD2u<l$(W=anF*taMgNw%7Pd1<_g
z(uj?6F*IFm*OcaExoCBo&ad^FEi5N`p}Zy&S$i>C1T801?$8F$mBkW|j?ENtrm6en
zQZi38pV#{V%8ocp46C!cI)A;BG`jv&CT|#NuvvDaCH2A_N9*Zo4HX{!b4=fDAT#iu
ziBHM10$Ks5vUg%6vI~wcntgh9u#%=Bd!Eg&;3nPznt{q@GNfWY(`B@iPSRBq=y!b^
znq4|m(%f@j2lvs3X(n8(b~ZAZs|bu(>Mnm}WWta#^OS+%v&og_fXm`;>aN<>uL@w6
z6TzITJOuFkD&(5(NrM@Wv9SP+Wrv9F%517f0lus>c8P6ZFHtg}8IW#cmciW+v%$+n
z*-~>-8vmi+DJQ{XbP&jS^LXPJSYjteQNhn29bUiDGI01djAlG4zI|5DC$x$0ys|}*
zpxYdR?#fPZw8(n^p&S=!<hbA3Xh3tsFF7^VSFj5deoU3<3gch}5Gp8KZwwT!Q4iSV
zJj)ub#~)DhvARhdh{$`g*9fEE*W~v!>d8dWOPn4o3k=&_)HrV|0H({Ld4U&DIGgjL
zc?ijg+?F?;Pj8V=Baq30YBzINE$*eSLCq2wf6P8%uN_c%N9jTJv;6Ctqk~XWY>)e>
z&Gt|A`w@+GQ5vnOx@$G8TAKtYPxm2sN1qxvySX>TPPb-yQY{O&_gJ#%!$2cK5z)w{
z?+2FPQx2*_73n)t&rAtQcrzj^Dk__*x;V9E`1e1a?inN=Za7gh^O~-xSBW;3QxvVG
zKf+L2x|;M-MA(m(@}f8#_*~m_QTF6$y`wk3ax=XK%#gi5@dyfM(emyS6mIP<6b`;D
z<HquS1VloZbn%cVNI_MGtd*qOBcjNNu;c~(Q*_!25&m4>^v=6=B*lPWM8bX1qIKbe
z)8W%X$G^2JDg38GA^Rc>FvePbE9K>64uzxUgrQW$s-O2Pzv!@A0TW|`4L06cUHt*@
z`GpNc913?xdU@Wv+i>>iK-CrT3AeuVy6dnPr(I!hw)qY^+?z7yFD=xMHy^UG@``xD
zJ@;e%)Wp3SRGMzIAXo(9tx}Y3UsoTI@{IN}u|B=W8JW@&dWcH+cw0}VtE>eI7w)QF
zGx*4!nA`y<=P7oC7H#Awv+LVm=J9cCrD0a+wZn*I<k4Ph^mE$Ptg^70pA)+vM&g6)
zxQMgtQe%ZU)}ql;ku(B@quEv6zGCR^3PLiC-3H3IVt1N+p&!fR+||d9;0@X<PC<U2
z_M%1g3;&|NtY%tD;T7*d=>gm7wwhwv)}kZGX<4AOdrs?a7zjkF+hDdjEV6e1<iFUs
zk@BE<+{fGAy%PGtTRjTm#OnI-YZ!_0rZ(O#w_Y9l8rY!wa8nC+n6%2<X%9kQuCJ=d
z=1*T{amm`1a_8)vYlRyo*odw2P|5B(3h@Ptc5R7NfyP=250%1rcBNvZdXVi}aZhtt
zj#y7tn)qd7hrSTB&Xg6M04@=I+I(_7cUMO^7{pF{%o_Z4^s-TU?s}Oog&TA1Wxtsf
zB-lx~5(*nAIxwI+66KSkE{o;(N48yaSR9fV72^?dRXP4N!0eq%*j`!EjX6ud8#|U;
znGj6rN<n<n5SFQP1?mJHvBy@|jm#Wz5ckC{enb=GUA#bHez2lV{Mt_82-5JLFG5fV
zw&^kPxSy3`Gge({E^E`SbhpF3E8*PEc!V3MI<xZ>XilcxE^N7JgWpc>9?G?PpjmK1
zddyq`$0npnbVRt$;4<@Q*8rWSE16*SLRH&?HEHDL4rqGe&XH)-Sw%2CNpH!E8|g14
z>(y~|5%EU}dCO%<P`Da{^}~^U=9z~>$Q~v&`7=AtZ7<0~z=EE4&Bh36EH!#NuB@Z)
zT)P%s1qQJ>7MaK<KSHeW1h0(ZHQ$uJJLc9BqcY2F0P+(vHG7<8F5e1WP1q7SvotMY
z@68_<a_U|I0<2EX?g^-bj2&SIJ*d8BdV3#^+9>2wwQJ^GQ+>3*DP!H(6P{$T>a3-W
zhDB_PVIw;-lwRIb{<k9P)*cp7!_<Pr8zmMCWaFpeBfd{~ds;gO9T+9TH05(Ip7kox
z%3yG6I4$1OF;9rZXNN~5*Bmln1{pwB9=Fo*#%9SP&v2fW74hg^B+Aa{nOb|^t|lkQ
z*UO6T4t*YY66FCZzrgE~9$8^9U8Qa5`g9{@Y4;*Ghh%owfaFN}iX@<snDkQaa6?1v
z^x3~@+^nj~O?+dl{+~eaWmfNNfcn8$oV$92Mc$y8s@Swi27{`)hkeD^awi@f#PZ0s
zapbF%HA5Dp<N8W3nM6QRxfc~*m#4}iSW$IBYhOr$UpO4-d637L*Eo-?m#k@`Mp=%X
z9FPp!*sQw+5}%gZsDnuNU#wSJsy;bVNU+<(4jGs{1+~&A4BHLaJE-aoeHJjZ3pw$^
z?$IQ5|8NgStj1F3C<k<eZ;rk?*)-zePoLYr$va_YKohHE%re#OE&{;aK*R5IcZab;
z+?Rk}Z6Y5Wc6ubXKyWGDv!e&Y(^h@9Ub_hiF7d%eu^Ltfl+zP&s|4FRfbhI(byb?S
z^U_JGASfIMhuVQRZ6h6$&t%iA){#{A(f4{G2^!JCjPKuvxC=_4@lKc<(9~5L&(aW|
zm&uK{&<vBlal>A*bo7)V^S&5<v3MgHKjHV}3Y5CDz);t0G8Eu{pcfaz6ZVAHWMHYC
zwoa7wv$dx_8{fiH?}eJ~otapJz7Zt{E!0v=>7LWQmzo+qqO4zdS}EpcI_SX4$~x_!
z8x{84Mu*r;_a%C-uZl9i>RVFyS<y;hvOL)Ss>zrTpQO%ao(i6&ufpT<cwfd;q(o#p
zn`ul$72&5`vMNLs`9f@+Dem5P7FFbm<D|GNBDY$fHLzKq^UWam^0SnHFxJ}~ygoqC
z7)jbGV>W$8UJMLL;_eBlc9jZ|`pnQnj`B$KPI)?>>^_kKc({*0VJcz3Km000Dlz1q
zV*Se+{olLzt91EO{=W+Xz<;(ff3qEbGbr=&a&i94%*@66^QwplHHU)nD^o`^YF;kB
z|Av{FQ;?sZnnTvu+|<mGnv3rt2FKraX6pY1H;uH_b4TMJjv9==9W}1-dvn^V_|Akq
z&yh(Rv{R%A<E4W9h&A=z2fc`^drv#?KKTGDnnxy+J)$sCzk9xN38ar-Q(OPy!0tW4
zmLar`OD+By=5#?q!}$+|MI<GUA6Law+G-V`$LD31XKp{QM72H1^f7ndq-umVl$9;g
z{b-{S>FTN>8p1F?Z*_i-eTRqCpYlh`QM8}Tcu=mc8(~RG=9n@+qLTVQ9@em&`dN<)
zNvCAv(^IDTdF6RPT;uGX(#O<JI-|Wa*G)y&pKpvr7JBrmwpaRXD$_QkVs5@HmjA6z
z_FizocJlN{D)>kDeJL>={Y1FEOzb@!>s0rt0QNq6XNOZ=$@LE4P<eSGksssCI!BO~
z4+U>-<}vlYO%2~auW$9LXu{j~ZJ(T48>;V)moG{Lfk0({zk3qIQD&f{Ed-dofBs1v
zdTyKPx%4VRX=n&`x!xH(*<&5~1BhGAZ9OHaAa9_4a%MWYH5LRM-AK0Iu5mq7zg|;B
zcD@hWuV5{D{IBj>Sz9l(*4phIA75@eZ_=Hgm&LpI<anCBeBpdFHZhA$DeBe$PL%mE
zMJEP^o7=H6*sp-P`e~`;=6ph}_s&jJ=a`l$(?uGayupxFQx1dX>C>OhFJLygovuuu
z`G>O(Zstk*V7NfV9ZrTW7fTnW-OudL=NAI8uYXR_CnH~Mj{|4mzDR?|-pb91R?)S?
z`l6WKIe&`LIGCtxan`%#+8a9F-u~{d-e@f?jYF>IiDu7j^mLNUYa0ORXUcWDM&p=8
z{QCg6%U95)t&5AQzaPKYGK9_-0r+i7AB<E7`k=dbm^?q-@Xs$>^bz^`@;dbIC&5R{
zz2{|_qD?g)1%x4s%LaOl6X@p)`PoVzp=bXBp68|KiTS~BRUlbnB1E~4KePGL)^@J{
zto5&X?nUtN5fr;9Z>(aN6BP@9ihf7O4`^sEQvG+nm(g%>_M;wa`G221HKc&X_b=am
zF9*OL>Z2)s^d0gn2p#$=T#vt(C6EGy*Kj6(PzwS4aw&5%&3E*tLFk~cN3;A+N4_Di
zZ8hVDew1<Gm$3u`c)xdBTuQu-RnFu`Iq0=*AbAJrcMQ*>rJf^T;Qn5wmK3jhjP?BP
zcWiwM>tRR?$@el2>>--Ka+E*A_%j=SkP3(T4{gBM!XHirW50hGE=<<^ksIFx;~yyw
zQ(*omBQSdSKUAj@r<qd*9(V~|-K-BT{;hs<WJZeZHM@PRv2!zb_H-?8Jvb?db!jMT
z{cJJHR=nW(>F)XR(WX*^=yz36JgXKVGZMRT+1u69`p751!~OYb&n*DhG7At8+RvH&
zxwLX;we@r?hwe{|52sp&a_<4f?D%{0HaYa6M%Uf@3%&lGopgUKT`Jm^+k2bmiIn#j
zwe(^7y!X|!OL2#<Kh_H~Zl`Crfw#Aje|Pv6`(UwU#?A3yrW>|+DLPs`uR~4ARy9p5
zn{zL31|Og9&(<FNt%}>Y09)tWD&4LJ2I{$uhN(K|`C;Lau%mI@_eM6(#?xCf06xn<
zm!qPDt`N`7?X%8C5GY}TQ6@DUmgG@=;j-emUBlz*W?+4{7CJTOesgj3@$W^$(Q3&s
zV1G^vn4C#TMM=6Pe7gr~Z)nAyBu`J%*V1luH(EVQZ*)2MYY`iXyuZ-gY`40zzDT&i
z*sJ8tw+C1jbGmZev|R7pE2zK3BmzyA-FQ#@1xt>@>-f`}&_PTG)xG6+($HG$x%`IZ
zea|&YbLHW*bYN3?)5^~Qpd$<t5fY6IE7i!P_(MH&o51<`P5^sszQEp|{5;dm5$6TL
zf5Baxsn4NmToun~{*@2ZxO_j;ede}L^r65PQWDEZWd--2OW?O{U9KKhIlPWzdp3*9
z5QF`mrKeTAB7eQ|K0+sK6>XS(?RMS!D${dg-*b!7><$*zU&9S)TQbZ}-2*nxKRDlR
zX@NkLntq}ZwRG0_#;cD$kfz(yqIIUd{lAve^u9`&P?_4++UqsIHRktK2Q?1er|{~Z
zK>xnJ`EmKD6(J4nhD^^Tr{^ES`o3FHz8PF#F|mKg^>Ok4lfgyczhQ9Uf;Ie?y@m53
z5A`qhmj9Ko*k9}|zXZm@>@8yz@Nm?3I?JI{CJ&fgdAp0X$AXgA57=65@-P>fMjk$f
zBHTV}#pNA}B0SzCxeEXA{B3m<VDyuX<X!HZH#cr?z3D8HXdbMMa-Wc?blx$i@yU3%
z7({9!i+KsYb1VJj;bWb?Ow%p?_istYBp@P>|4(e{2C)+}Dcot{pQicS+<lv7F8;sG
zYTSQCME`15<NjuAgGFyjn_D>=+rz&9ws8F$#7i^|Y{+?WZueVXd=&KM$I0~Z2+ztD
zC!2X)sD|me#Nr!)gnJq?_W0)3%jnv^aT)6~hExb>;V3nk-^S!1fqgsSJ&g^swqm=K
zyN49uGZ|O4{`j${<<|KF-8#JoO(vncs&m{qN2WWv6$_s<>5Pr71lh4^7}rIR3G^vN
z!pU?ZvOD9CQoI>2jg*tuW-~@mVtfoaGu9M22HYoN$LR|;m)5XFN!V;`>-cX|%c5S&
zv)wgqM7#=Jv`{fXH1pPbZA5!n*H!NO03m+Xz2L>lv(B56y4xBe+mSpzW<4phGBZyl
z<sOMu!#MeO^an8^d{4<^Fz~B8xVN;$W{Iu0QvuIQk++&<Xl7q`aF<jo@st**1a~6{
zuar&<OvB$0Fj_x<*2e+ZHE){k=46%coTC#ww~?L4?-PoDQDXPZnL6A5cx^T7>7c$?
z=|<HJshqaWv<`A&*oZ_?JM|F@T`yOM`Eob5LAL@~9M66390f5cW3FcD0R!JIlcSV3
zD7fyvv$b(y&q2ivU)6Gm<0x(U?*rzL*DS@C_^??(7phAhXd)ftP8iYaIy<;JH=DEf
zUJMP$xN_j;_{KP6bQ3T28;|EizI?#cxEoElK(ivx`R;~SFjUR*aPKpTv0uqiqyCfb
zQb9@q*^IUEW9T$EgSKDOp_{^q7{wJIdSaHQxmD3ImEJoOG1fMYi(9iG_8Rp?)kG4N
zp8s_a9;bOiyJ$VXTB<W|i8B0gM>Qv#f5DKO;nYFhrK~d%CAKd;2X%qRXG}+%4lK6j
zJ6aWQeEcaP>+9%eTY6$W$DFW)hL4H8e34-Xhl#$+#q^7sf3NW7E$9Jd23%;MT2)IM
zmTXaruOkzy+f~po=O`&e?hHRb&vR50{uW`@D`;NJf0o9s+-gFv)Lq*57Gcx64=rON
zP;R8DyRi67OE3(@E1Kp_f4L!{ypZ2`eUmTI1|DXRa18Q-E%EUC!)inJyUgMmrdR>`
zui-v&ZXNpZr-${zw$O#yNZuFL=|JJcO!60gKgc(S#VTtVk7~VP*hgvIot&0n+kR1v
zaGk~J?=YZq4Q1C`<)ow&)A?E#<^9US#;a7n&fPV!+k?j+J*nw=h+xD!KUxB_1m5?%
z$L9KMEtvv0NWy&{!N|sAI4oFHr!VVACXP818iW)0-+o@h^9gvBUm|zmYb$WDo526Y
zgZaQHsb_Ui(3iaTs>0~jxmmnlMJNNMuY#9+6hR5q-M5-azYnRL@5p{3z*tGVsfM7!
zNGdZ<tS7KwVMY~fFl-u&a^Ed!@Bp#Ks#%(8^j%wLEgJE5rhTE7e57A|f}ph4lQiKf
zQ4K71YMeD^5F9aT)wu}r&ZFlqBDEN27Dh2j=%(x_{4dNAX4=;Sxl9g)x1leFa>5wX
zxcL~M#}q}|4-o%>9ermq-`El7L%zSI4mbBNQs+nX_|xa6u#FN=pW7S1a-`-K_$HQM
zyy=;-gN>8Dk+B0cFZWL`z+;<Nj<9FGUHQh<U=Jx8zcha?VdILS`)xCa01p>6uOP4f
zHy&pE3bus;=3@9>_gm>3|9fh0W29>ANUaMiN=n0`*Nt5rVVgFrVI7e8`Th9k_Y-RU
zU*#F~x9X1_xTrb5cMs-TaNwlo{LwElF=`GeS4SCDN0^`B`-3tL+|*n@x0lE`@KAI9
zl&UhYN?bo8=f72whK=WYztq%V4Rih&k_;!c;E$4;8aMS{oLWtd7dEu-*T2=&Qhs4!
zY~=X;WlyZX$zEQb@AWZYqv3oAdzR-LoM909_LCb1u%B&y`w0UQ_YWY$n)(G)-&^<#
zRDXG3U?Bb8&i_=P|9|$t{O1iZzxZT+!jD5$@wtN~tjj;8((kv-VEk56?afcyC-f4$
zRk0H98=~g!8_FiRGo{eef4iu;@GKC((j9?ZIs;8T-tiAR+?(8~>eVm7V`BTE&;PR*
z=7;L{!?*As95nyUTQ~J>{Dl9etNpFLeIU93FWkQIc@JUw_~<v?IlM*yYIXT+M%uJo
z@3jk=|Hg6T3&ryd*i&4Gq$7BTLCwJ+aKY*0Od+S8lg%2V-_;TG9VNMTOmWt@I@3f2
zPxSLgivUL=JvN4t=jZ1SAeQMhKWzU0srzjj$PqcaU%v9}#qFK!(Y4<YyYxeEWi(in
ztwxEC(>))m9;;>uyX<$gH<<nY<pdR@nSji!^vY(x%Viz!AvN#1Sf={?W~P|Us>@&w
zV2kJaKzxyA**-<_!Gqs`=MznNhZBagkh6tzigTr#pBu}0gF(jiGV5!q{De*A(tJ((
zOc9_Ke?NHI6FO64$^UAu&JDZ)fk3c-H!EiMWE+**m3ozil>~w9o~nZmwVutoko*Eq
zhg{F*#+d81g8lo4m!=4p-rg&-wKj{*9_I_~4K}|UD3&ilscQLnh0T0Jd|tX?Moaqc
zdcnF|FvI+H644-b{&CYvj0-H=y(ZIWBKOvEXJ90ysQd9+|M=*xOz3Y=&`RBqV7Gb~
z|EuHIFJF<sdR)qjO6w!(hxi8~o%U&=>qW7f5I2Y|f=6i_)5p#Ecs&hercnT)>&=Co
z_vGeiW~=Mb%KBg;K>Ih?ob{M`LTFD2S(rkYS6ETFM#N=MwZ3)h#bvZw2HAEZyS|+L
zXd`QVWd?rcf$1mM92vBF-&RTehL}>2#=b)!Q`93tC!=wFdv^E5<<X+ybk6bV(@S@+
z^{dm}`e%@(c7HwK=(#4n&-K|JY{9so`(O8NU5rAQf5_on*jShd);;hGw*|xL`FYV1
zhxI@zmQkQ~>nCoidWTJ=4Cf~SqYPIH{lzzPRDd$z?~tin-B-PMyj1hS==?Fyo=8GW
zOFDlK7-i7C^k(;&8^oQ`zCZuCUF0wZzjb@<@*RMpc=2~!1lH8rj@m8~Sbb2nYP=e(
zD+X@3a4+=)r-~|Ph}7?gXI}U_U1+#@lbAtP<km0MD4qIuS#1`Yp0Gd<mpgaXbZ_hL
zGW}fL{mn6c@FFO#R*lGCb5kHP8gJuWW!i8)GBTo>f9z=yI{==Nuk?I&X>tSjFZvf>
z4C+31{My9O@?`z``r5<8gNVc6X173OPc(D57sR?A3{GzJ-uKb@%`6xeA#6_+Oqzps
z?<RctdSf!0ubjETQm5835zCqO&v^S5Dd(8R%;=xFN|w4fi;XDBHSIr++Ls2tz!PnT
z_@DWJ89~&5u5wSyKeucsE6zgY$M?g-_#c6Zq=TGuJQ-WT@y{(2--{Xu%nJYEYy6Lp
z@YR4XXgYoQ^*3btXSjb)<)7L8g*pB~=3fZ)5AFV<Vg6xNzp&vyocR|r`6Gz_)+zqT
z-Cvhvf7FaWYR2CX_@ie0B0+xPpMTVhKWfI`669C@`A5z8g-rga8Gj?mA2s7wGWnxs
z{4HevSTp{p8GqCam^t*1R`o}#`deWBDlYzLRsXMPRg9{asr)tzFhAqbYA?{|_Oy1C
zm8|@i=6}J#*KLHz8Wl?4J(!To%}ijE>(R;fxX1ba-oe4a-kv_}cjH0J?DVvt+wmGd
z>TVZR@hNm8GF{9|$Y;Id4JOQ&*9`NJ&NsSH0ld>jDV5eU#k{V_2XBRco!wtvK2<4R
zcp9w+S?iC@Iab@R-fztqIGC#kZ+*`G=4tf4z1o8Xq%O7si3Yj(Ee8QjNB_}{@}uFy
zS|ZtEgY=({El_LhfCGVN?y(*gG(>m3v9a+oRI^mC-fp!=ZhbUE)Z=tV{Z+~4{#770
zmBxcnv){O2(5&>oc{1IbTVhhucNgoCGFrR@;x`rJjl|lH_i7h6u$kgB0X~r9^+8Y>
zu+?dI(jOK3_`~2}B1i0s&*gfeQ>}=d7;E-#U4~M=6Gh|Sy_>34J~v0bu<k6hcnQY~
zgE~MZ#~h05rXy*BF8g!2@`)`_$TgMs1<h#vTK%ye8?Z(sGGWu*jnTxo`gfkwkIYe8
z=@#kE%|dRaahs>{*XIZMHo!*b2cQlIK@rWaR_1t^lb@yF=IeBo+otEO$!Ng29@}W5
z>L9pH-tSU5Q**!KcV1M(P=q3_eEodGe4~7meDgAp=GocVSOcux`D=lKo33EIMe<^i
zi5Ng8(TD?`XoYCMmyZu%QNed~oSh`PSIgeTtK`maBLrYrSoQ-84bnaJ?=LpBR902R
zhOW2;h|q|L-uM)E7I-$dSF$I--1O^U5uFUfj9#s=A#Sr0k+T=SbEQAPfFX!;x?g%k
zdP+Lkl3T6_c78GIdatLK@%X6fAl^jmB;J%mg-GHUI9=@=*61i>QhukYan$eN>yD(+
z^4-%vzTkLVz3-GOVpDjt9e=Do82NpII4agOJsFcW2QR%f_LF}H$t)Se^<BrW#ZBxj
z`?2}<HU{?rBfG3J><MKszx0d)hZo)uc)j=~cz8hIw`i(j7+b8_HFA0&l5BtWbs82`
zk$#g@JAgL?bJBh}{c_yY6$3m<RxUBjFv*BC4fx%FW{{r2LJg|;qDA6`OFZV80NzZ1
zn>&Mr>#5%=%5U^<{4VTa3ttu%@-U(keN!Y13&+Ul$uMj&-(XGMy#8GcW>}4d;;y~Z
zh=Iffro|>LZ~CONG72>ZsKhVY;jdi79huL~^EQxf{<`c2L<c+rqW>pv?03c@UeyMC
zvI1fMweBw*=T~<3&%)=w^RN%9uMd1YK{DMxgt2`Ofch2{CCDWp_^+_C@8MPdDOT!d
zRNDVktQ0RV_rHRtxnRLxzvd3c_>nvKzX+B386@}nP^o_l>izd^>+>G|R)hBBj&%NR
z#B`W6;vz3eNKU$9*aEuGp)YPsRutw$YTVu3P0qjqyO9e;pu&NHu&}V=36Dhw=rmxq
z0*wtJwC#J2^gmyJAo0H!8E%l!ZcI5=nGR1q>MjsQXMMb}4@N{6&yL-C>c28wLJS?#
z&td~=Ua=#T(LUt@av11?M_{KmHG`GpZIsK_LF@~BM-Y;-z4+^c+Vh=|RI+BF>q-Aq
zLNRA>!X=02f$i7xo{LQmqq*y5BM8yi25XWq`71V#_S^kYF?+k>D?e|Fgvc_WM>dC<
zkK%0~nu3Ai3#vJY0@|WsXalJE0@@hjRWJ8CeOx`W=|elhMddO8;LHQ&_Hd#jnzvl=
z9Cu|hb-VQhbq|+ldpn$;E4dEOLT}t|h*~M@r^T_>78_6blNPu14nJlz){z)?G*fLb
zRXt5iS#ft-y3FO1`wE=A;P0D%b@T+Oqx#7;&g^E6UY?g#nN7JA`Jl8IUIdPJiGuPX
zX`)~zdf`*@RB4`#mif=wqgL+oAJ7M+!c(=+BSMMM#R7|<E2o^D{WVz;bsPIG<N`PK
z;8W5viYj4c=wRXzP&6{pM%l+*hlxsNBZ3LI`uTRN6rNEbGu-j*wB8V#XWJgDXo#R}
zBc@v8=RlVVO}8YT)2g1~%h$L1$E$P?lL;dfM*?S;b^8w&vRc{+?Y3*eVaIRYiacwI
z&pQ+;S|C%~Z2f3{N<)+>bKHP?-;j?^PMD6XRq2dYn(M*fs=?v*rVm);>a@;P@%9Cw
zvRr(s*q7vMB9N=p!0gLdf9SFCO)bajdQa;~-00DGp@j)WW9uo%JLQw-F{;_bS#l`K
z#l5)$NE2S3Z0eh@$F6L6w$dFR>hPx=M2~n%Dm<;SdnieJFHGON&V{F6Qs5@NjNQjk
z7#71E9hceVe|aIkE><VS9N14aMGHqs#z`FhEI;H7*c=vDQisI)!EvJaR-Cppm5U6n
zs;s2ZD6Tw}aSWB;%bL!^SmZ@obb-_OL>qW<o`M4hQWRvky3(e;X3Da6ZJ5Lzufh33
zT!C-Z`sq5lvJdp!2MTNr16=q6T<dQ@`yLibZJQZ248;EMV10J4_Wo%v#`m9d=jj_r
zvbHv4bMB7AGPLSM$}Xxak{4+P%5$&IZy8puM`k$&WQIR0bV<6&I+7uu5?rM4?T2Tx
zFi*TJ02V79rDR(@-at)<qUe6X^T@T0&{F$Qd3%r<h-o}qheHVljC&c(ej!wsAW}g;
zEwZZG_GoXa$Muhi$33dYQ?aM<Um>VTPS7IL^dF^yEK@<S6PHb-H!kjkg@;Cmh*V{&
z0H(t-HSdPiMpbiAt!zMDE!Uz2P540Tho)otm0n+I-(AKbBcjHjwNTW<)iFc1A|cF2
zx5`F5FO-MPg(76NGsvs9y)svIn}ziJUP@n61Y#DbN5A2BG54-g;gL~k3hh5foX!V`
zA;elO!y!=H2Ea0hTDZ(*@(gy!Ac%ZK>y3Eu^om=zE8K`~VeGN-z3^uxP%!vudnrLN
zv31JvlXEvsc~QPx6V%tL{9k1mmM)iN%RV2aLGNI6+0tmyG%DYiV<qO1cKHcc9dsdR
zx}lMv-5yavkD&G>uSnr-JBYVgl}q2B7@V>e-lUDuGrtSAGl`WKxdmqSLeIF4CvFAO
z^mGYqXU<#Y&&@Fc64(?*hPGltN#>zq(l4xYxL$bM`=aMQ!aR#MlrI-Bu}163y5Yj=
z4|_O$YdI|T>`|Gu8e`zlb1r@pYn|($jjw4`RPY7Gg#DEezuF!AUJ1xkq4?B&e{|91
zCK5w4zFITkx~guG!sdD@#<@AP<lsV_xN-~iMxSFQpB2^NF$Sz4)_EqKTUWhP7C0TW
z1cVQ2B(TF&X^EX(6lv#_5#4QA0em5BhX8&5Y39f%)heC`4^fi6?I&)V4uaB=F?U%!
zA;aK{alq|3?0{zFa5+Q26k4E)yW%aaV%q)Jpit?7Q5FZYX)6@1mLu@u0;!$H#*EIA
zC)d2D4OMF_zBu)LS+lBK2@X9)$E*x^2vsX3x{$ftv*H*TLdg`ryLf9tJJyRAw&R=V
z9$PB+(L|p;deR_lT&e#Mx->idz#iNXonyvt%r#g#KC=W~o@rX`6uW9c3kZA=P?-E>
zvrgUGj)`UO6LEyp<AoDwr>=mzXq}X&z=gupxXXuTX0;C;w=ScrqmZwoaV76H3U_$y
zf^Uyz%)jtwk839xr%_M!Ig`xC$w#+;Jm&XruE!l+e^Wz0X!=0rZp7*f>Ye0C@`-f4
z*sVH@cTg}WJFB_t=!EIv@MzFg1>ELE+r~R@)sz^G5&RxEJIN56n=~0Tvi|gvdd}wC
z)(jc1b7pUQj=RiDXvytk7cHd9y<%?ZbzKYg{^-iI2PsO&Q(M#`hzgFqrhe8r4}I@o
zRz{(yowls_+zkvoy(=b|AiHj<kg)G>!-Ceh5b#CX_Tl)=8c}TM>%9(Iml(DYWk#Ur
zqA-90VOjhlK_W>f$Al@F(--0CAf*Hw|Gtd1#NeKh?p*C+KHojr%VOJVxZHR5q~6Iw
zS2!Rm9MEG9=uR1AU^5eXnaQdJzf!-Fa>tZ@Mr+W8J!8e^{uBvCmE>#3Z}2ItZzo}|
zF`*LqG912?*~3DIm5EQ?Yh<!FSlQ<A5s+f8@3hz=sqFuBBLS}gUFGQt->15H&RmX$
zMCE8w3B>!B+mBRl$6oF#<7|xj?%k<s_(CW7v_@V?scB`|X${w=-n5cI&>Y`6g#(DR
zrw=>c*Xzb|#e$}9X*dBxG&t!q`dZNb8^zX}<osa%_R3Ev0kdlQ@3C)IM^AicfqvQ%
zl+U>yHrDKYC15mKvWsxXd*+cmu6dBW_;A`ZX^3kx(rDSyqs-?Sk}dUm7K-``4X8_!
zK=PS=$D>v4Doq5S9qe2^sq^IrR;0=uo7u?BIK~q4&<z{N#$xLo(2lI*fSjFI(sHm;
zE21G*h{Ano6A~s&pIea6ZRKWb?S1~Zhjy~(ZY45J=-F(2$TY|)&BO{R_eM^ma0<#!
zkZB1WQ3=KIpD!;%Z$<Qo(=tV61)}RfVsxjcl40cxzz%v2Pn6H;`?2))T&_L+TlZwO
zSDDoII(!EVIk19DYd3U_t&tvBgzeb%7?>IDvTgu(lvY#R2jNjOC@EtkCD$K}l6|qW
z14ok&^W<{mz^k|U17t&enk>Rvl-Ba`Wtmg^UX#*rznc227`etUzd1wq>V1lrX~Ek-
zLCt`ECxc3Rwl8;U3SaKzO`}v20gw^a$s|UM$|cYi%jF-`X?&#7vf%6OF5mLbSv17N
z8qzO)Abwkz(t6$4dX3GoY6Cs9iI0>}+Iza>JmJFWxsNH1tfYXC`%b=QX3KaKdI*zg
z=PdlZmI%X{*M4z#@?`XA(#d$+n#$2=VhDU0kjJe$f~Si<R?GXLQO~WGFTeOmSusZr
z$CD>=WnuEA1tG@eE~%dg7>TSbAi))H^~+}V0a~oxtmu<Hux&a;Re=|GUhTdX8bk5O
z(Z<G;>{oj2(6w|DO^mx(7YQyQAJxQAhu#tz9v~%M;zgAjEB1+gMz5b|QV@PAqV!@Z
z&hH_~Yr#h}wteJ`jpjt!gnsy;%qwjj>2F`rb?(oh#ilD9Ms++SV7yK<ahUVceD2L<
z+<0S2hl3So(^o*=!9UFb)?Y2Zt}=<<<V{a|<&*lL64QQU5o7BPLJ<~AN(&g;bcaCF
za3Z4eo{oVhOPGsJ8*Yl1uOV=Kga7W1+?o3O!az#++GyBW+MCNAAjeE`i^ZmQIBVCN
z4OTqd@sz!8dGB>z1h<X(HYp3PvmCw*$&_Yeb~9C*7O6&-lh%#I(TZ@~wG4wDrkzSk
znQTZ-YW7YzBc-4pfxZl&lAk&+^BP5S_nl*q1RJjDY{e5DV{44!Yv*8_vGnLN<p?os
zU_GZUc42Gq<<Mzh8JVW+y$b8a?Lj3t1wAoDYC}W_ZaOjS0LzB}OO<&vNvjl`oAFzz
zbl}23NS%uSda|r9MkVg5(ko5IT0bja*_`Y%<m(i%DNJlpb*^<9_tz4o9SoVJ^XAV}
z1ic`(Le9(BesH8q;vp}N@75Z(B1b@<YdUeElHtEt_GVi&35_BV47QGlvlte{@Fh^v
zZ39470Tu{iPVh|p$hjf}iT4JJnmd{n5lqS@EFCpYWgcF$xNSurouorAM6BlbJ6T(j
zr}^I1`4xse6y~>|4<AZSjv<;3K9;m7MV24RMiis_S`oDouQ$#rcRc3?VJ{Q0l7?3(
z$E<QNb9*I?ScX8naS<k;7wqVqi6o3H_xj2E)V8>w4^)cs9*SWT>cH6<fu0tuiDk>C
zaF|W>G>+F4k>WusmT1N<9R;>GL7d7|G~Sam<>Qu4hB?ctlhEogYHW37U%gE-efE3V
z=y}O(+HbZBZbhJs8xb-aS~2?$NE!D^Gm%>Znc3oH<}Lz#E>Mx!V+lTs$OPxMh8Pkh
zFxInCY1JEzvtkSOPXyr9BC`Vp_w!D*2m-NFuTS$IQ#+}&+&`n78Fzn%Sy~`-GM)Bx
z_YtXQ>I24PhYTjizT(n1S+@2jsU@2_0wDf3mdiu<9u_zWa8r}nclL_T#@*F+0ixJM
z+hY4380wTGt1A=?X=F90pYYrYHq=Zvv@7=RNZOs683f4tFDdIpj(#AlqExS#PV=9I
zofSkKyo3^dk5^R%Tlz(>=DAVGo9c_304}dk4;6Z$Sj~(ZEIe#<Lo2zh>V8y{VfvCO
z%eseib^!19rI^5ZkZl<Ua5Py&%6{X@2sFf4N**$%EZ7!%lD?)SDIs41|Il_B#mdcF
z5=4xb1q0n3229KrBXz5W*nOkC8h#%_`3qw%fTBOa;H3RmMMfE_DNt3+9LV6AU%!<o
zb9=3t<&CnpD#emq;~m|l{*K<UiXv}vBzn8!yVi$_5Avr}apeqrJqsqm-L(RRjQMg5
zpP2EpIzF3`&o((a);Uze(feo`rR#2r7a5{U=tdH;&aP*DxU4?aYs|>j_u1dIvrCxb
zRfV0EGY~=kL<2KHivpQ-kY87s4aSQ&gs+smv8@*0O))>`KoOjVod#`7XyYFB!5ld^
z#a>6Mr2PWL^a_OsLF!FiVl?Bz!hk*geJ>_^Qi;68?&b>=PsDb6Tung|K>bdKqVkjJ
zIZ+F~&k$Myq3vkr%*VK0DFS`@18@wbE%XSgW+wK!j#yIYa*iY|4fn|(F(8|ZADZUa
zBEvE~WG144F};%#4&@`cv={2_@=x`Ep7e?Gd-!FX(*~f)$Il1Wa_UMp_0=z>>}#c4
z_z*N7S?&gtO9@43=N2U%o^jiVVr&k+q6tt_^s!cr2~n9?1M$&3{Q|jb?jEH~S0a-W
ztdv}|l{WoKV>mjZ;KBW=S9>?+i)jSc+}&29d;f#Iw~C58V7>%#8h3Yhf_vj`jeC%U
z;BEneySux)JAvRHT!UNV?hecMKeIdM?9Ri?yzI;LOTYB#hwAEEzpA=*ujkoOT)VSD
zr&&a+YMuOqYMrK^#joZcU3bLQr6SFm<)`9`k0q}J^JFM^U4$5-EA*wNq1?}K<HX%e
z6*CJiWQYucIAxuOgA%!Nl*Br$Aea$s9BzY0#zqYDpdfyb`;P_UyTqHSA1?cMc->U(
zxgUgPq+-3!IhPcPGhGt)y#U30vGCP9T^E6pcs8uOLvmxMOVGoYZ<u=1vsKVt&E-38
zxwE^<C;VwucYKq<qi%{AqlCF0Y0kk|uz&ODbAtEA`kP4of<{?T0G$fXzn2VO>i`C@
z)pze$&7`+lVm~-&#x2u*cGzf{K5v+#T@EGNwbJ&}<i?!L)RUh~p7gk7Nb|KJjI4oH
zoZZ(9`u)uhdDzUgPQ+)6wz!Q~KT_?Iy5TAKjLPq(-4OGR5y&}IM1sj?)ZgQd%(>7F
zXjL+~$VZS$*Wn-0c?#(CFl|r2h>W+u0+!<>fBvH`o$Z}hq!dixj!uK)a&xDFh4cE%
z8m9SuQ`3@Yo75D%pjfcawY5!1x<La&k|;I(x~_^EnpGVP!R(n?4`fF=c`$S?w7d9s
zMk;ns(*Vmya&_FkmV4bHcB(d-YT85fef<#tI^Tb?mvlM1d20$Zcukm?oWP<c*@8=c
z0Q;A>X6Rk=U$Ys^6E3r_6U@rujojj!<lh;HlWAx<YzFZieTz%=rX1ZZmUIh_E9S)9
zrV9^xX<y;g-HUge`U-aSg+wLIxQcKt$YI=Cn%m!kG~-Bk9*Vu5t;Zm*c9lN6661+*
z@}8{KV_*QAFWnTYaIB(t@1n#*0J1~HnN*;HDNH9@I<)y(R9|KyT+(i<Hqj%rfAhC<
zsB!?a|2HA1VAs<yJOq^cv*Jv2HD_uXImJb*{E3wkvGG1ali}uVvn;TAsNi|#&D}F<
z--z}GRhx<RI>k31i>fxlBx9hapY20%c08Sn4-k`lw*>aXjjUvL9UpDALm_`x?dAP#
zkt$r-?q}L5!^?0a=&Yari|~)@mYgN(J(27eZLyalJ&<MAT*L86t*sTsY$<D4r}gZ?
zoP`{tVr)!Bcm~656Dj?Ak)%8Wi9eLi!eZg&SpoF{ns>yK!>~itZPK-5G!tNHXer<g
zt{R?sZQtvSf;_2u-9O4j62NqkAq&&8KHLE!l$pjo#W_aQ5DY%^%VW0$@{8zj-_6z9
z>Jb%)3!YDCso}WxF7S=I%bc6)(OjANh&VSU54IAhW{Bgbb?yEhj$QuAHl}A68p>H?
zNGCd{7$UMZ>)ljG`sWn$wkIw6dgr^-v(MSEUYgLRr~3%hY)H?Om)TWqnoUN32*fXo
z^m~Qxc-70~jrPD?lNHeK7FcopOR%}uiE4;dDQwJ8+J!;3dalz*-sQ2f<>S1Cmu7gy
zEO}JuyEYom_xU3;A9W?iJlM>k)Wt&M<}|L1Tf#G1DkG&Z^6|~lvq{2<qjTp%v*W*A
zcMi~~{*=CnlyRNG6OHU#0+fC;OdC#72@a%@TrsZ(L)c9OvCm@q0*or&R~WU(gshiw
zjAK;6MY$<AjDL4G1}bWWW~Lr-9sjy&uE1))EX?H{-<UaxI6LoG4jksQ`U$CD;GM%>
zzH7L`3?3ZWuG{%-`{vJiBMN^bJN)rwQuZ@^m+`|#byy?4;JByYL6EO9Es~PkelIx~
z;d;*bXVEYHDRYZ^^;#*oB#CuIJtXR)LH*wt(){umFb#fe7Kz``vh4!mWDvpq`dj7^
z=P}+xv7V#xv0VuM(@)@TL^W)J3J|nYx2JW6AgT>7S`bwG1q8ibUE^I`s&1yGGr21U
z%N+s#UXEM2rF1j}GnE)0z`*3SqMGhFevyhRhxj-i{2cW?CnFH2D8%Vlm>+uWb+6Q=
z0z!|*u<+TV^iI}jJ<>fTy0@b1uJ4WC^TSL}#Fw*9@@sI)CR%e~R#+U%S<ivZfOyF2
z%+EIOxz!CWim%WB3X`5;)2;8WFTxEIXD($=KO;N2W7GmT%_@@M(}m8a9B30g3`1M*
zymD+r%7dpN*frj$?15m^`Ux%(7kPv=WRX}kLR#%C1XOt}^dv3sA?tM|mZDq3#*1=(
zRUt;Msb7|?Ef$-q;mVF7kuJGmJuZ0}xUeeWW8h|d=glC3bsHda>0r^(zncC+F7jNv
zYc2h8(AyJ<B`IF8rRisCoHXZna_GmdKRJlT*9xEH7))ce*R>3%G5Ccq_4=Wz?*hoB
z^JRvt?SUEYi<lB}rz;-l6``)DlY>fX-tn0{N)36AL0I$&p2R&<E^1BuJ|d?1lbctJ
z&cDC*gj#u|4PlV3)O(9m=QmfyOh2x8>XpJLrlX|OC9034$fCoy`6I{#pjLoU@NVi+
z`D{4SA}%La3yq`J@PY*C&kD&<{1;_mtDXGy_~N#oV~E$wAEuE_Xp0@M6`FH246@Kd
z|L}o}st4L^B^MA#Jij-XJWL)%#-?-G9&cyb<Z6O=T$wxt6-Yf1QzqL~lni#Fwkc`$
zRddXK8m_-)8>A5o<flKwRUdecx5;g7smN_p92OPQLH0yw7vYGKYv?%5FIkzNjBegR
z42<`b-RZCzonx0(HOGxW!^^`H*$cdC+HaT+I<6ry5h5vD!Jy9p1~{NS1~dh6UoX*_
zkvWh|O_BVTxfDA{>us#Y1%O^YCC4bVoN1JZi8KNtWh+3sg`Ay3QB3fhA%C&Wi3jyy
z_aA;)B0`Pnm_>Dyak(M&<74VXPX6~G<)}`c9Kf46ClblowFDQxxSmuz3%2ZUeXC2y
zWs!*DVY(p{jvrL=dtKgluz{USK+SULS*Te;RN$$<ip5M~AOx>eh__4^l|TnzT8WL2
z^>h&UVn)9~-ouW&ABlDwQGH@|JZuT{r-5=O<}691v^~KPBxdyECu+SLH!4e@LYni$
zA6?0*to(N*ywGYod=TGU`^L>DOJK%`m0t`ixIm2?gcl=P2Zi+vx72_sPI$OmgZp~;
zL;^8K=s9p)Quc#*fm&>qE1ZxP2^>EBasE@$?!j>eX5EVuCH<_q`rzvI{od>wGi{z2
z?3vjKzm+MjV2z%SIXV6=f0S<89P>VtfLU^WKC;NPXHqF8&`OD-G7Qjx>5yO8UcL@c
zGU7CN%t+raveM(2=?@cWg#}QG62L<`aYE4coao0+f75Ngmc-(6`Qt(cNQ>KEAqL&-
z%-smVQ<e&EuPG{N#**ajM8onuq`op=^gilc_n-lUAZ0flo*ZsBq5Yp+3ucOL_h>3I
z7pZm;TA)TWiS`DE%L7UKj55Fg6@v!J6S)VuG&Ywkw$QrW<ih5?9t4U)dyGpyp095e
zOD&n>V4|^6hR`4IlZ_v^R^y|q{@C3^t%7!-ONBuw06T=45$YPXoV?D?{$~x8i=Cgx
zip@=5bNWSbec{8JNX~3)p`?_a)%yMMc3?!)En}w(t;+-V5A>w)GbBdOKYDXml&>=o
z+4F*^dDcM%E-0yC63tNBpWW31=d`qLJRWtF@dks0kVf@GIuFuBm(bA{<S~Dp8MXHp
zmorqT$Vg;NuKr+NB$J`&I$%)kW9AJjuO#D8OAbU@z>n^nX|=u6MD6{y&2^>w1tn1J
z@Sp~hcb)3a+l(HXr;ICm#0YjAqOrh;CPd=ZEox<73N05uBF>z*0cY~KJmt&p*e5<q
z7Npxo#^H3HJbQJ&Y6iOzY+P>jY6kLgTsHpA#T!HWj*F@=+2=JpPm7X0%>{l-IrNSe
zQqBpqL~l3`x!&0*wsc`dTJsEqv^BMc$U`=M)0kY#iK|BGG$-3s0S_bejmU+`k8^;*
zk$^r3Bwx(5JV28y{@qc!UL6_wS1nbnSB4qKMC-IuP!tCz5rva~B|qdOhvdxR5ac|C
z<0<E)^ErD!QxyTL7s|&8Cy4K&GSI@XYaHx{(Kn3ZBsRg9>)Gysz84a|@wIpY%?^PL
zR==@D{aeN8Rz=1{yztzy-wUmSUoLT2%D#%8+<`u9^&1nBE-TmFd-SF!*aFH42iGT}
zo*)(isz~LadYFz?Ztku&V%Af~SY~m>o0g7Z5e|ErdL+zV7>(8Ys<s#ghL0-T#LQ_u
zBZ2uKtLtIAu4nIod$Rke)H}A7h4^rFQIgaJess0=qKT9lrPtwwHgPq7417xIMNTbx
z{};?8(Q?<BzPC9Zq)U68omc$Xr%%kceS5gL|EjTQ5iC!Km*l@im2C1kK#T`*YWmaQ
zwg?XRyvsly*Y91rpQsk4DVmR9zeH66U~6D>IFnieu|i=7HRmoj!>VZ17G@HT@|9aN
ze7D8XEtZ-Q#A_kC7CrUqgfIjdwo14Aw0Y;~H7haT{c_z9cxw<<;;(zt#x9{-NL?Z0
z82na@U{oZq%OU1G6CC5AC}t&#=RC<7OfCDe2Jn*_?hl34m;<*0=mhT@#!6(M#gonA
zLXB#DasgK-bAX*au7GsD+{N9wW<e9eTz+PUhBekFL%K60kH1$i2@r}GU6i@ibk{A?
z)q%#1qRb45NRPdy?J6!M$)ivj32Ibd(iBZ%qMe3Rt|O9`ZGjg`&r^ckKN7IQ?lHQW
z?<`QB$l|4#94zI_M&Z2MI2Bbqb&jcPr<rAD=8dBhsfq@H$X<<iLJRk`mA|Ys9;Y%w
z)b<-0xCX<HrA;T4r1IHzryB1?{yaV&m&k<D%><>NWaf;w=3v`okY^sPh>e%BKtLU9
z5tA`r;m9AQiSM$|#FOtB({E%Io8$!Glxuz^I>32p^*w=9X3zg_Pz{lgx3#v|e_-*2
z-Yku>Sta9<>?#P;4jg3sbSmtR6oO?~iT}!qBKx@T@v{AWaK;06W0BMHe#<r9oSJ&(
zZl2`UP=Zt&GPx#H53MC9E^#k#wDD(Bv|Y)tBOHNKj3@1N?Yp+Di4#)3rYKhoM`sQM
z*?@WJn+hP0Nor8DN&D0m$R&2a(AJgsVHd*VudJ%-qIN_dt-*J*&o)<A1fCzkKlP0d
z%=xEG!*NGDr?x&>f8&DJ8|$r1XhFR4OEMA=4`Io7-7yjgLR7EYe`u24VFt@lUrjpR
z>YXA!nVr-JUoK!|Le1lO{dOCE>xZ0dgJwUU*exI?5SKlv&q_3SW7h}4)};aDQ=Csh
zLqujS<s>a8l+<~%g^_A3Y?$GJ_^z<QaPU}dM}He32RZsASE-C<AKck#m)<(t*+2wS
zFKtS59?pGYvc$X2Yx~X?Lkpc4=%(l1(t7-HPRb|#LJ8z*aZ`)JKOhY#bmD!B?qJNL
zlw4&|;`&Y5p}P4K@Te4dHr3}$v0M|87-ACb?$JMs6>Y6gBJW>K#kQ6lm(W+4FU{dD
zWSzyXWtHk>B>fDBlOx1gP1KajUFv^5*E;k-#|rg_RAW5H*!!zc+bFA2XBdJqf?30E
z{frrLeNmpNH`S@wC1V_O;uTULRNb(7;z6G#Qb$MW$2E1oWJ#JS+r(yjbR~G^tAz<{
z_t?l<{tt;}(jOdh3#<&|0Ar$1wmkr|fRy8;$3Hr89wpJrhGcOZHMk$q+_5&0ygcU6
zly(VW8xW@Hod*xCMN<c=D}O%fk-TJ2w!5KY`=JkT!m_S8?K-wtw7XBsbNWrFZqLbU
zp*O@x<(*mR0zJ~Rv<k|L+jmRx*$MU$<`f|b<q(k?>;s;FkR`~rP1Of^o1cpWI_(9s
zc|Jz}T+ir_@dmi~kNNKNLYXp`*bxTtiV|eSu9(zNkZ(q8DF0n^p;BYces$=iabZI-
zCR&B}<VXIW=%_LkQ`;^+$>nLox-(t*@S8?MzO0sF!8BZRC*u&Eb_`2T?GqF95h$)%
z??bi8;<b?20F+J*E^fQ<(TF4>0-4Pyj-uIJ{>%cc{e5_8<>O4p1(F9WAAv7O%NZDU
z(-AJf7pRDsuiw7_mLdZ+qDB}3um8I1$CB)x&3K;vIJ~>xGY?RDfW)TKqS57+nhMN(
z$ti(Mw^1L01Xx|cNtiju0choRt`I7FeoSUkCB9e+f6$FQBRN5(CpO--J>BWW4u}aC
zU(sG~%T?~iFJfufLh2;l<IKycAP^`s)@UWBV_J1Y(eet}m?aK>iJ3~S{B`h)!l7(n
zVzE#R{9z$Ybp4{=f##`_AQO@fM>-qv8kQQP)tC{FfYw6FoumH4cRDRAR)lY@QEQV>
z19yVG!ZOB0SD}g-oG*sCpqx@^kX9zSJ|<p)87<%CL{fgFd)3@Zs%iO!M6B5gF(hM8
ze_-3}#TxJ$<ur>msgoJ(@!hJpUuDZuXS4NgWF~2|iF6wVJaX~2=zJzTz+#(0Vl|{8
zi({SaVg{6lF8FHPiZ}vMeom9w5+_*Ga?$2S2R*FlZklG<S@p6fl1dUYO4wRh$?3+G
z$bJ454dLqGdjNSHW$xmQ@!S%C@74Ikv0%5QZ7V!tMJCOr_SG-zR0wbG%$Gl~-^57|
zBrmG>*#|LSi0m>NXmT7QUBzv~+XK~)cOB&QDW+GO(44UMRF~up`I~;0Rndn>x<$<9
zV5?NmBT-fD6*F{WS~zQ|rj;Yl<q~#odd^B}WF0F^Bn&JIP?fHsOT|PMC}1<(RDBCQ
z5OF&3#~H9#vA+IQdM7zVW1WKqW|y(HOg`^?7iG}x=z<J}ySCuS^RsDBL6O!-t-Z`=
zp~736?8+guFiZ1tc2BYd!Dn1`SG&!5b#&r(ye2F!dy2COD+c`0R-64qR7;@cbMRrr
z>o0u}nrh-GU-;{`X=a$Lsz9$i@vJ<g4l|d*?d>Oq{Q2}1IS`rk^vNPyW4s$PuvEXe
z9m`_uzi-L`C{LOl+Lk=QY+C>gMMqS9&_<p1EQ@#;Bz(}=qobw?{)S7e9hM57FXd)d
zhbr$^(^b=z3iD{@q9029J`iF>l;l0_BVHL4=YN{x;N2efI!T8DfWfkYc~TFXp3I7P
zmq&Uv6d)p#<epKywk-xROcqC5QQl3zJo&}v=S1xB^Y3_tYoCjKBpa&?(?2{y+{1C+
zRJQcFU3!Dt4DZpvYV)q#cggAl<A%$>rs1fGd&P39N;T_ph~vFaY|EuC<GV&NhG$wv
z_wb{+dX>K4C&{X1iowj$bPb!`Ni*J`y11NWlY&@k2n*4dlKA!{J)Jp0$6h>rH?Pd1
z_2wrY0-5iTn{Tz>g{<n)>8<ZbuB8a{nDxQ~3D&7-7iask6i#M8!>haw3b-?94Bu(q
zrK|<m#6$*YHadZC+&|@@y!J&%astedbi|nLh8OZu|IK0S6Xo_GxVkmrX{G}oFy1BL
zB$Hl$W9%kx-u~Pe%bO-w^r0}YC)jq#fKt!Fbhbk>S|pcFCAAba#vl**_ZJhnbzMoT
z=m=s$`jvecu*Cxmc?m(_u<%)#R)_Z_W&bv6T^*{xp-@(w5Nyh53AIJVXLLY3;{2sU
zFjrJ~P5OfA+6_-I4&@vv^dKI}bY!_CnOh%JkV1%8(DsC=ZWf}And*%FaJuswJSClt
zmTL=KV*cPc-?9P&uHxVc%s#u&zu;U^YYBS)9)5|6Z^*Y!N`)K5W`rqQhDNNjOZX2D
zGGmbSH~@7GDgIK-(MhH3+E!XBx`-iWv|j^bQ$OlUk~BgytQ@5X2CT(5`5vdQUEVUH
zHeJeLD`Q|XznKp}WYpSuCb615n0tFZ`=;)%x=;bRs*CD%{>pKPbLw7>+D5ELb8H&c
zJ`pP^)cE&6l5;{`S|~7655@x&xA3(@J8FN$PInbGsLFD~PUCv;)>E-gEJ7z*JA<I*
zsW|-)ED>SF01iEn)5&lXg?|k2<W|!~IzV9*L-?tv_ppXp`2)TR`wqjGVNTaUL49-L
zSJ!b9k53zm>U|;sH?EU5Ky7fOTpY;XA!oHy$?`F%Kd_pPWX_995e`bUZ#+{m#J9s2
zgEg_4w97;`t+V<dV`p<byFzl%z}u3(NbNqk8ZMvvaX=q4Liy1cibgUG`}^2sGss!C
zW|ST;{P0C8dNu5dKF3LVYhIiwK37^JOd$War`US=4Sptu$jxGZ#x?I}UBIG5>S830
zRZOc6r6a8A)%c1@$kJdM;b3r006b7bbo&h>5tyA>P4~kv8cKsu>@E>4<pq%-t)I<l
z*gUbFWk`1`z3Mlx074b6!|$r2DTk?CR234;LMsVTtQKSJZVQ~~INxQ+<dFUJ0mL3d
zz#1unghV6<3h`#LCa8caeRyD1!zhrXbs>Rf#h3|j#|^&7yg+%J5ddh``x_hShCQ(J
z$G{5Hwnz!vkMD7<f;mN57gT7oXicOH5E)gv)-p@yrs_Hq(A%a?ld8m6ZII?{8$yz{
zCr|h&J`tMm+6zwY@&sz_gh7#GglbaI3mH3uT>X6~BUHI&B`GW#07lm1G3H$tVebj=
zq53Pm@YkqH4eY7-HDaFll!O62t_gFl3Gc<A?>~jn30%c+k@32Q*s=6zl?@!rDbyLI
zde1Bh5&u~2!s|_`9+@(3e-b1bGabS$B-sLmLQy!&Q}7SK`v7JU@e@nIeTSW$ZAJC1
z;>)dMyqgzKn)UL$gYgfi<G8o3_nzs5{dyDtEe-x);&f@^z^3q<?_1N$_;&;(P?kGs
zJ)8h)Kl;`hPx=J%w@0U^+tSiUW{g??)`GZUIZonTd_jX*^j#3JUE(peT*eAU@<KeP
zpMu(ssivK0Aw!GxXMRE1U}Y7vMtFwuN=k57-*h1x|HZpUJi;R?5nGmGiZ=w*(-_zm
zNLJVjs;@AZV3&JQaS6kil%!E(I4o6DVb?4vF-yjnI&o(>H1grmP8)M}x{jBpK2`UM
zX^>Z~1e8>;m66&n03b2qz32SevOhNks`zu5U#K!BU;X1rUd;zguPT@|dG_i>;G2!f
zJWec&Wn>Erh>;%M6gl@|<3su+_R=$gO@iW|%lCpd)9pN;|LB1dxL4~t;jvbn8t=mN
zPX9smho4pDjruS9nGW<dA@kdco9LLL>*z&W39}XEsx&n3Y0T5Tb0#?RmCd<KZ+J~k
zZO6Pw6RKF?TFadD63>p286;2%lUIx-aQ{8~COEGqoUi3GnO!g9{w4=Ld-q>-W^31s
zE9(cz`R-hCCi+82Kft0kjha4~Bnab7LZi4e-WI+0KMDbMm0x%OdDa>`W+%P4$q5gD
zZ}>{;3>BK*47dXlJpI@INicOXCqUHi0)m&2XuWXwIkOWnp#>B5jzmBw4JtOADnUNW
zo9#5o!<o2=6FrT5$a=Ja{&_q?$pQdLFZN?O9>lXu!9iF<6Dm{!v$5)FMJ*s<i8B4i
z!yrhcc&9pJuLZPpZjh-ldrP7ZV&mr+tZaKux=4-c*CMYgemaDKx8T~9L6Fq*9(uP%
z0r<KIn4RHsBSq(CPN_fi3gpOown$TVVEIb8Z4HrC&>u02wt2(LajXOiu?*W-S>ra<
z5&y1B`oXKK@OVXCeIQ>=@Q(39WfX}F##x^rY!CO!c>kpzixtc=>zSkL#nEogb|zi-
zjn^P(lwU@Pw*Nj2P9F<ZEY3S#7;0qlDIOzkAhTLVX^*-3B8Y7)dNJO*xIz{I)-$w*
zW@7@$c|K_r-!6YvD?DtNyre#t<#MiM-k2j=?405gt8@!zPt!tDMl31N5EM4Fu46y7
zg1cE1>+lFnmS0hg)^A5(<}jI+j0Z#xI9<qimQ@)_Xf78C*9D0c{E|v>hD#t&@W4o(
zq@Sy7_!%jYLY&Jh4RbJcaYnK%3xOlNWR}SoTj=s3zX-~&r(@xuZu=9ArEzTEt?^cm
zf9@>1PTn&5LSq1$7&vONHvfVZ8Dm8!M@1)^CVS%Zeic0ogj3I;ZAxqYD2jae@m24t
zF^6Gq=#|qndzm!OzR;E&%#EgyDR>sqhO`E^2Ff6i-^Bt-rLh{=wP${1O`!TfRJfT~
zd`vH$nUb4Q`X<-?^@MC~){_#-q@nt+DIWwbv)l0MJYIw{E&Ojm#UTQ@tN`Q4ms|HQ
z7J?tYDEw+-n{p!Pco?S`9q5PqvQ1(zC>qeeF9>#(cc5Q?tv)D2lGX?cn04erlDNoY
zv-w?Xs;DB!7j-b~Ad-+U_H95M_cr?-&u0x>lrDo1COcBm<FIW_@~iW%tZ+-qYXtVF
zGMMjvO*3a@3|U696ES40-MP#DB-{)R{Qw0~F@Q^*V{)~Ks0c3C$Qh^Tbgeeb2K%y+
zWTu}z^fJp~R_v7NhzC&)yp-0V!1SQFU&<4|C~;Cmz7DU-oyT!No=`fF9^b^aW)=iJ
zAY}i16qv)IR#S2(>POpg!2qwOUVuJH1u(esm&;325*hi98X^S!af>7oUt6KDXs$Qa
z3w~vVjOM8=%3~f3$|?*v=rtWA@^tr{UvJ5=-te6jEM__{$Ab-HQK#=q8L54-1V%*8
zDnCVI8;DS$0_Jw(j<uE$Q%+?fZTu}OprLJNoK(b?#l;AsB=xb&)imo=asD33ZD_4{
zYNWrM?g}MTdajc6E5#~?5v9~QH<2=mHIGwsaNf&G65l+HE^=OZoVC$sx#R}*(-h)V
z>!Dz+K_V@`vf2XyaZz;Z{GaBW*DZX*n*LsD?)|OHerzzD?ED#ICCw+JCD<=8W>2)$
zwm_}kTr<l27faC|YQHp(&sx|g!8rli#Aqmy_=REz1BvCdm_S}%dUq+-P-dO*!y4%+
z7MaWf=)aR!;BB67@@PG>iWeHKTdIo+)VW%V6Z621EE{AJu+Z;2&_%+)!tj@JvFsS_
zDvM6DGBHg5e5|0erH}21uFpToUgUfUpek6=P~WGjXx@IEASvZYTYCs7q*QUVyV5%`
zF;UaoE~VE{*8@GrERhwT(PsXuvBG{#vKE?hn4`i{<ZO4#@wFH9buK)(aUl$sZJ!v5
zAFAMK<~Pedxw}WR6N??emxIi_t#HcT6mTCIasKmOW46v!a-fQ%+V=5BZ%RWXee9y(
zhL_AAqP-LfJsg9;&yCnD?e}O|CNElsKf7Y45;1en=n>^@TsB``w*}Az^ZJvHD5<wT
zEDe43#2+dcA_K)W;Z-R~Vbx*Y<~B^l*<9@=YKK2N3eOAV*uHA;M1heMA8ZKI#wS|N
z9qAbI#l~sF5A4(gSbCM*1&z+Z*F&?^D~P2<L4W(n;>8;sINB4>%==J%U{>Qx#G8E9
zp%<&C{*6C};`nn6LKuq4MCACTfUu+(xmN$*UffUIvJ^ydV@aixs~zWCk}A77enSth
zY?LrMFN=rKj#v=fdX(hty06<tr9I>G*J>HW6>l?pU`*s1ThAa!)qKDl046`HjO$i7
zDStQO#M#TI&N`_0q=J>asC=~;SlOjnT$eBtk0^KsSSksK<3Q|J4+m%Mh+^|qhXVdq
zZ5IFmtL-x4wf)}xL9ZQ9NZG_(B>#!S986M*k~pIvB*hsB(;Tmk0m&mA06?RRyTp1a
zLLV}lyB;{FaDMr!7ps&@I3=SWTfKW}+JGJQ)p`+fn^{fY8R9V{Qc&^UMSm)A`9rRh
z;>@&4&9n0hdisAYFzG3qjZ@3%o>tLKY3o)H?-MvY6EJkuXWUO1Z1e3arr194+wB7^
zJ)j%V4+v%)xf*Ucj7lZr^0chI1PAV+tLf0|B^o|g%c-;hhK{1m*8{T4B|+Xa-#G6t
zK5@`n-Hoz6KAW^NkmVy7+Tmy<vM6h^Ur`n(b7^V`v09k;h(2lt=s<8~GA2y6BG`ni
zyOpqA;?m6{G||+#FS|MKU<6!Hd4{62s;9FSu5W!B3y<ub?)vtw*ZC*6N1tjN^o!Mw
z?viczd|lP836AudGuSPdwRWRoR6MZUkJhmTJ)<Ysz@DGVJ2boVmZ6o6pKA+b@S8(7
zU~PQ6=-|)esMF!h<--o06ojVu3UP{0*5VwYB#(sUyoA(>_Tx0Zw#4@Z|N06EiF}($
zJ*#1`U_Z>9V#|Q|-_=Pj@`}mFBmk^nF-KRqFt==8Q`FDqoWmgvG?R)3QoMr;@Hg-{
z@tQ(vR3(EBcTTr(S#DMopGIDTRJ`JR3K19<+n8eItno7U8ncCLl2<7Ti)L11xs;!c
z`cb-tJbb+XQA=d>uj}}k0U1tesTR#p5p-^?h#O=aQJ;|4R*R;KJL(bJS~tJY7}zZ<
z2%Y|ux<awB3^2Wk;Gw@o<$-pW5Doxd;x&+TkX(a-NR@M^HuGn*f^`}aLM@rnPLJE1
z9C^de2Oed2mmago2y-3>kyBKPsA#QsYl?67TV@^wVP$V<|2*gO^6?jZU~H{^Suy@7
z7Ld)7r&#htd2;39)LqylpiMJtpuyG4X(VthP_+cQsd|&9C+6<C61;0T>}=5Kqb&<r
z`I6$TqR-hq8}4h1^&@4xT;1GMn_D?i?Gee9<L^_d86EW(+>-QZ-W9r<2H778%3)~+
zwe!1RUimTnT@GkQHaZxYXe#QD_5reWE_*We$<f<2^?z1df`^z`zNekLIS{DbjPgga
z;dE}dyq=#Z)fYc0D!<m3y2Zm9yyZyfGW<)bJDv3!4Dea7c;Zm>?~%q`J=Q+ck@=C#
zYV&8@+7(0zxNQZ`2nEFH1<~D1#r?CEoJ~>Rb}Xnq`ozVN*hSBRGnUFuB>Gv8tjqvu
zMdBJo6>ifB$G^)&Hy6mC;JJ*6q;B2#0*<S?_59@4qX4tTYqMvh8#!By!}*7WI4D-W
z;egG1dGM+*E>9d)i^{d4r8`DNLN70RZa}@s4v6>t)pW9qPfL_EN;v-v0RsT2#tVx>
zaok6*;)rLQXyVT5h*{}=DnFaCju!%xfXq2~Omi3sJV%B}@J~7mZIQY6u$*|(XcnNx
z0m~}uoX_`8->cKXWpZYdh?^^Fx{uEOZ?I)2a$LAq)BR2N->e4{s$*HMxnrS{d{i%k
ziL)=5KpaG<H)2*c^Qk-MeR(HStvP|C%26$uu8_Vzl1rR_aCkz~)$yI~d0{5_X`G&J
z&NO-7s*|fEy!zP#<^8bnt?KrsH$k%`4*yityVNl6Dytkce@;u|;H?nNzweKz&&_vy
z=E=r+B3`s?khMOzYJ+UlUkj~}EovO|SKVC@qf>rWl1L`!Mo!98o-s~IN#XkAhx^%O
zGwe(KBD6Hr4`L|p<hbuemN8~BkLV%P%_7F8m;4GKvRhNq>%9@iUTHG~g{T)q{fG3k
z%LS#_<DnVa-#mwVc?qax=|j<i%TZ{Tv2Ak0=F)1T#e9jhva<CWU*M#K5Vp!b=WfS@
z^f1!ZDqAS`VM&R-6_2eK5Ss{$K-3k!??|h`J#JI1K&X1QXfo7NTs{NZ105($A4am7
z`kq{4SGM*=YJr%&!BEaVw8Z#!E;sgcVtbaPF<YRBl!V8cT#y(M@>9MZTEV^yesOC2
zm_QJTzq-0SGrXl#XxW(j)ht)#eC_e)eur(s)Kz17+%bDuJ_rdmO>g>Lul)<^`|+mK
zPY<M)gICs|r)J|!R5L6m<-f>`9`E!z=7XQtSHuz%0zgkIRJv`p4`s#`HTEdSJ><$T
z6RK*=gs@Hw2Ye1GOprjHz|3a{-Xr%?Qv4hFuN)Rcems^qH&4nFbTq1wuASQWXdG3Q
z!=}1$n%VT9&*$=k1WSM)OVXO5P<`#X6nufZ8p0mui&i~!+44^_5)xYr;opYlPK=S-
zUUp=sk!ZYpSiX4!xyF;`tm$M>n`kYf>0b=D6o4&TqT($IdZ3mOCeW0!7qp;=l<j~C
zk1flE(38#yq-+{8NWTZSkHHXb0m|InmF+3_{V11BK+$a=p*Cr?C5Nfk2l{7)tCd#o
z?5jp)Q6c;WVNqel3nZbJaij;n^w;K|R_xj_wR|oV&Rs(omLHiVeg_!z)+h;Tx`M1i
zV_8Xc!HhBSuZCA8hRZaB_=DEo-c@%+#%Qo3j`i<=<xex=Pr~+%N~2N5og_k{ovM2v
zl{%XoQ|#m4;O!OkhE9isx-GbCjpx~)3AEVq8J7{de;AI3QNiW`MTPCg%ZtpPeC?m^
z-_-S?H_5H{iCDdUu(9f5lAJ%0xqv6ry!P1|tLjxShW<^Z@=(bYAL4)B>*yJj4Wdj!
zbh3V4M<iR%(Vhm#7cCj5!vbDiD-nENCadDRbhu5s?sS~czijxF+z|(V`H7$Ktn`?6
z+8Oj)Kso)C@DETt%@&w@u#INDod=KFD&P~eC^1`jTyF3!LEV!{;q9990vm>9Sjx5H
zAC*Np^Kko82m;rzDUohj96`EB2E)do#DIFNy0B%hsxp$T`PqR!=r@}7!Dme3XoVey
zzTh+(C)*+}>S7Qgri3;rFn3b!C*!5Sp2WPw2kcgd!pd9VMN1Ur1c=vp<w+fyByab9
z_Dw|T#u-Wztr5^?f|#Z-0+y83VqcDB6!`m#sgP!E@rHDzN066Agye{zeudO()sNFC
z*tp!hPNjE#gP~CfP}7TzU=uc~tLKD7Yp!deOLUPyaP4Ix5sC4i;ktrzBPINzn$rtM
zb5jlV<x&%#(9ipx<l!!UUN$^Fj+<n|XL%8ewvj)bnfrPcFPClki;XStKODX(&P(`K
zKc{lkXF1s;xxKFxL4RgYWJ+G43K1DCD9+ySMe1OA!$4E+E$a62RV4oQofRc}e8V?@
z3~9DI9%X677*K4KtT(9Cjm|OP2M;iYkf`PFi67yGVQ3=iDg$dWDIFC9gIDbFwzW7O
znz<UpB$<HR!jlB(T4Au+c!6VL+f5S3V&)!RKenq7To`n!0jIm$-W!byXrrQ<N7lLx
zI$vI?kj?GkOmm|19v&ARZbcM+;7EWHDvFM4!rOI&Z!@X3{(1U0td!m)%@Vw#1e##)
z78s8XbHL8woHYqZ$GxV8$4R4te!aMPx++x+{tDkLNs;UqfSlS_^BBT;9;o_j$0PtJ
z$t(kc$Wp*3AUNvD28w@cs;j@`h4x=+Irb99wQ05tFUZrlioru9FESWmvMJq}gw|Pb
z`$m1_ai0V}@lX4~U}-4*s$Amq<C<YOoe_`B-1eXM6hNMgW(@XLNWqW?co=25wv)=u
z;xc{l<`K8?Zn_{&i)J=)o_RBhz9^Hld_v8I^gs>jr*I)!3fPt0Hb!hg&s&8y<V<al
z1&G0**&iGXTq@596AgN}TBLe0*h^sCjoo0MSjp}s#=F@mG(%Z>>mW^6Tc56*cKSW6
z;lkanoJOuW@5H!7{n-}*kA#mJlf|-OnH0^IOSdZ_DYsTt{b+wJ%gv7}V}fH!OLTFX
zK^Y^e-n;m8Ofz1)-J>az8nz~EJC)w+2jRp7PA1@$3HKk@-XuJ^$SZ&j_v;n8EzUvw
zF{SYzLEj=H6NSb*Ojd&6s9~j|Zfr$m>Y`oXh+g+FfcPeJ4)JD?yosx~2mYpuQU+3H
zX}8#f491JHjKvUJK*`aJ;Ckntz5N+4b@ILgw!oXggE3R*0ahh|I<5T)zv#PM_s$S=
z^jQ4wvJhigAD`Y04W@J&BeWb*JG<U_YyD{nyQaImtdq`gQ%!x4HDqG)jVe;CdK0X;
z@BI1%6`8KeU$>@?S@riO_P)XX!n;d4*vd;3*=IsJ=l#xF*H`w0R1bqD29$WD91HZP
zY=b#=Vv;|Ij<be-(Z6hgiUb(`E?fi}lfxKEsBG4^=Dd@uG02#Z6m@H#W5AHo#v{M7
zKu*$hX!dsN&3qg5Oz+TNGAG-a^nPZ;=a|-ALnvmk+rq<b1GbYlL9etwXH0O%DJ;}O
zcSm=FJUajFvDX!9sUf(HQ>;@U_#RV>p!od80%KiF7_;a1W-MAY3n_(S@QRs~xI+ue
z%f5+q)3pH6bi;Bnxr)h+Lq>bh67}s;bnubjIp%Cog%FI)Xku17rFazY8}-w&e78$5
zR+arMIMGyjo(U}l);4N4At2Y{#u#LhjDFAHu&Z@auvJJ-J3)yR!CN}mV90MSQ?8>t
zF&!-}CW_yT%GETagt)R)%CLDgif-jeBjdRtV_!A0%r2hkGJai18|~*is?2m$vyeG6
z%0{+8Kacd2&;3%wB_Dez0&>j{^1y$f&z$4-Ex4S}aGIdCDUT~inFFur-Mz1Q<miEX
z+?+WPX%V0MABoR}h97P*D$;D)CSPyEUU8rg+Jl5-Hn-KJ1EbF;78B1G|9s1$J2xNS
zz^-lU^`H_srEE_Oqc8o(f5YBqaC5hkt)k#3^WF9V0rZHg?UA{CBFRzL9rSW*eh!mJ
zH*K_YCeG&vtF0-M>9Zr{rxp<ExDlLb8{epGn;LCH2=Sv)WNqCN$ZV7@6dOMtfwxJU
z7(cD_{@sl0^Nb!W`b@a>>%&}(d_eZ3oEU@E$-gx%1VT8Q8pj6a><^dw1@25x;T`(M
zy=2T4V~nQU_1{KxQeTox{@=J^Bsf)NRH#<e5gATe7&0gI+~uHN&k8U!`E3l%SZ*R>
z3gsUynRYS;w&etuh>{S_-&0<os|BTBSNt;1O*!-u_t(0?phE2LPPWyaOWyy+ji<9^
z34SO%#^-tcc8*#DjW|FDg#0yc4=hE8;n@5cAxgY!6|jJP-Ji54#les!sBHdxs~h5b
zB<Q-K{;b=wm8RH?pcP6-(>3p^p3aEn<K73qg%sB_MktJA>xMqL^a1_h7bkm=psX-a
za<OLfEY)RF0%L~g9yWTI|4P8s2hO>LcpRaK_yGXL%Q;~ri<OIUCY{v7U%~9eBaruH
zje@syTmREBl6wh)0opfOlrL~Q!TlI<53^fe^(8qgRgaT&mf7iwv7sQtzq2|OoJY=P
z24CuB^qKQD-O8#fOiA;bYjurS?kUV|m*!(y?k8a*p{$6TV8_dd3qBWC+k0xRwNbMU
zl`5dCG%{)|Gink_#kA3>+eV%_CNDC2p|s><;o|-a@3r2%nvda?iGgHx@cS;l9}?$5
znGadP?+PvvH$dEf1FvG66I?`s2GZY7C$aoRICdI?_Z%7^MyL7UlLeePF><@p@&B@F
z)c<N2C2I~D5)CA!9!#6gA)LB#r&e=jR-`O~_~t_NUd#Q~#wGE2J0`07G<FpEtKn&2
z*Y{<>)J)>NlM@PE<N}(nUq+}&F&#`y!@aien|`V{cDg`nKFWM{bZ_`k1R$;|>oSo-
z&C)4lt;jmw`^+Z?B(BT`zt<5n$=O(ey<|u1C5oeq30Zj%#>`Nd#7lNGwzxbRp#f0O
z^fgEkQR`2oXP&M_n_p=rvh>w;q)c4<uDJo_h${jrj_JE(Rmqm(CaP$|S6H@<`#o_#
zYNlD4da9LpPhJ!&2jmVSEdo&A?V97j-%y^<-L1J~b`T=?P!K^Reu&ptnObbP#HG=m
zO4xxm<|(T3rZILLO!_0zc!=hzug?2GX}L2o`zJ61GU23-kmFJ;DrJ>>C`3B$*Loza
zY+a9KT{Ugeuj(VR_f%5&<;S6w|6)qIY0)Z_<@|UuaqzKyoNMEhOAstnCRf9qi2w3V
zrkIoR@JuI_=k?dpD1s{IR*6cqaU{(8XF=9Qaqq8Ii{i3rY|G%oOGNvF{1{VjX*pDp
z4$CA+RI6UU(PpW|h0aGw5R~!0@Ay<d%}C`>-H}L~)LXHPD&@Jb^>BOsc-%O8iK_OT
zv%AA1#TiIM>0u57^EQ#t^bqeSbX7)8n7{ozB(iFH=rn?Ev2=~5gqANhSN5}K3C2%Y
zn=ZKWu2C)$&hCOHCZP)dXk_Mcd4D)RKc!o<!@bTEl3{+w)XShzoZJj&r<m%>HP9jI
zqWQ<A+teFWcw_`^iMX?Y^TDAj*d|w3Ik8dh_@t!z{TghTNF<#+x=(FHF~zH(1>B6R
z4ehA{U<1d*r1IElj;_iBa0P%n|9-WGanR#ZNlJC!O6E8)P(5q0vp>Z{|04;#csWuU
zuDg@mJ+8<Yvs~nwhW&Hs5OMg`M>$nA{=AShSp>AQUcxNtu!AqkcsH5~`bqhPx4PVu
zBn5l?YR%R6iH)MaBm^3QHzG=wpPa#=r+5boL`mY+W=3&-HKB;Ei_b`_!$zy4@5~J3
z%?>-pw8|xzVRaq{=V&etRsJ4${~6E0Uh+aMU7UpNSBY}i%(i*@f=Pjdk}|RL<=<!!
z(_=f<1M2H8exo!a>K_UZ^i%H4Kbx;1zfw3U+tsjWZ$8phx}QaeyX^*)ZO;cm(V`5F
zDyU3#lMWaS!K12^h$~d}-9IC<;#9f5yXAV~497fsrfO?X**~X4)n^m3H`Hb}*6h-m
zqJE-&@6>Kx_MaMIgNrnetdzMh-F-CfPom~hbjgbOoTaUNuG^5t%I~RC=@$;qMm!A4
zn`%a8w@~B<L}jV2^6h@^p|$W|XTqxcRR8#-b1OBvx%v)7&YSweeO=rsZ!#2&Uf-iI
zY{l^%dQm(lj^5bjG>NK4XX7R7&{0R2AtFDhdKX)d@U6#0xN5F$N#>}TQpg}9-bVj;
z{1(lhMk^FAwTPiFfV)^Z#4vZ8jP>gg3s3U;{GIV@{(@y<KudX~o0N)wSyl6O0Wj38
zB!<O^YJyAaWZhUuq0cxG^48OB7ZsYF+@H>k70CyVmWwvr1OS6$0PRw=4n35%wW?oQ
z24&$WY2kAsQetCsGpFJ?Y&vyu0sDHH$PH!Jlh8G)?fq_kwFh_d@e$v<&}=|$HTwIv
zD(xtuW$W|ziJC@N%!q^Hhd>j<KqUci0gOf6g>8dZreYvbEo~z7{tRlBC;A^tBYot=
zWksjWK`{K!HA@i=s773Dapemge|G}j^w*lO7#20VpDpC5^5mLv*HPMENP%x2bCtuD
zTihSJjPQ&|b5rN5H(-~AJDi@!<)?r#+**EzKO!@Nodw7QVj;Ah?K4eU_KjHpQ=#T@
z{oTE%FTN`RNLb&0#_qtT+Z@~wE=>r|{jsj&p;gypJhP8!5yu*j`W328*7H%4o7=9d
zC~7K1TEd#>ZeE0WR~(SNl}fbtq5Xq{@=xk$u3T@;n;3dpk~)%3DhA2lJLlxrYaiS9
zU%-zZ+!Uea+|5sNRHIhvu_g`ckjU1;1bs<mJglJGK(x(7tKHd-12?DrWOw^TcIG;b
zZkRUnO+=H{*L8m44$B+DEiRlumwo(p5s^SSsMAFuA>;O={_M;-;9^FAK#C7u@pCbf
z@Q0&q@YPvQ(3@a~Z=(!vKln1!q-2J;cT6e(czpY(SGiWcQKt)GAAak1``~cetN;4X
z(by2t$1Toh0;s8}ayl~S_pkacP6nQHm9g!&D;1|cHiWPpDfcei8_H`nH%6<s6EAmG
z0z;Kc#2w%3gpHJxvfB;KJG>^@mf5Wq2ea47JT%nD&8RXLb6x%{!#jV4<!P)_941|U
z)}MURNelQxz>p_QcDhhZHIsd5l4q4a+B_&$F$I5Z^5C}JDwCJwKygQKvw!e4W3lEQ
z2y98a`6|)?uDh(Sb>1}cbASK7@e>$L7F%O<0FM1i#$)7sDz-bf!o^)|W;n&)o`dW3
zwzY_+oO$24drS9iVd`n5`N{byP|zpUa&C&Z-$uc<bIHI<IO1q_;^a$*l=vf|zt_f8
z^W_Bkqr76~yRUKNNrL6&$ycKX*MoPrC7Oo=->oCp$h9Xw1_i^$`>nTF+vgfhZBU8M
z-Lt^i*AB0TQSA?+6-USHqe;AnkKccJ|50Z8TtzQ#{g<#;uGm&Z=y3KF{)gitso0<U
zyJ1Inpe_uqzmzeC&i{G)KOy)(S@8eQA7PUe>O+Jxa~1SIQY!qvt-d+fK8@c0AF0Cs
zvVQ&lNEQA!ciR6csY0IrZu8E?_rEAq_}_eI|F?t+|5>V2YoZ5lJAMzsP>sVtUp7sY
zl3e@vK)VSSmKcg=#80oVqVAhSlT?~Z=G_!(H`rgO3})e|8|nD~LX!bIl+vzv?qi8w
zOi{JYS0#oUlX%~mjzQ-4%f!q%C*+}85P`Zo`8%L_1qFp#q8BepYlAMgphk4qQXM$I
zCIGS12|2}=FJEe_syf?SztA@P^0j|7pS042;)tST6qSAF|G9X4e4NVpQc+(kqtmXd
zufLn-8}6v0BcEh?7bq$prY83JnFxucrKRrl<^BEr)n6}eaqHc0DNL-qJUrlj3>`i6
zVs6nG6?fiXY8Ekvphn_9&CSh?jW_G#Za;r^lbIMEgtVTW+1l|BtC3sj(8%ulor}gh
zA;MBnhnfS_&Lw3&1%1hgiHS)`Nl8fF*!nsr5$ri2;gQgtnApk{zUIfxg71%{7Su-I
z92YRBUL_o|9$|f)oSZ)89o^jAe0<(_$!`jlp7@1@QIXIiWVOL%=lF6a22I$?@w^Bw
zP57*zug?h7)YR10`aX-^MBsVEK`=wcQ#!fO!&!^P93$Z@SosH_PrCkQ8+gANx3jnR
z^=No%NVT)Gs~dsVo)wQtp~T^C`!a7BA&<#NVSN`Y$sdMmB}X_&j!E%pG5aRaxM_C(
zLY1<)pBd&a8=!$59HXvEXs|Kw=ed}9&2KD?BQ>fjRosD-+!goR!e3kn3M>EL$0ILN
z?geycYyfUj@t5Sg?DAEf!8)fg^byfG|AfFU0(F|u!chw3-X?6{$<x}LC%!OIFA+Tz
zPVteb*O3HvOo}EjK80Rf0+s8JAEs)>f?RE$^!x?E7QbLFgaNYjltDuDlP;1a>J$Ii
zNic$-Eb(L(aN?A|mOJ1Sl$mxEKmIa<-D{<h)K~bl%v6sq;d%G;vH4jf24+JkVDl?W
zj3FjRq!1@pV!?<{vK2&M!Dq*$D=!wmoVG`gKwrmKg^)&!8?UsALzSgR^fz_qOg#;A
z;c}cqy%7Z{i*m_!&-t5PYL%KBx{6ki1WX?tipS-~Aja6K3tYFuI!*@?!GxvD#p4$3
z*N7jJqt|mL39Opv1;tRh&Qxn!j95=G-{Mje1+fPE&8UoJoPTL651D<TNz8IH-K(jj
zIb$H_{^jq2>$$=Ycx$hS3nPMYC0gGk8y(pchAU_hB>%QJm=chicPp+HxEiT7W>qJ>
z`git*d_)v;LAB^S;#er6Xc>jFw^5Or5hlNzu%R$lEEuyMZFV^X5~I;|%dJ<mS$lC(
z>F5cgZx-_CgQj>nn*7a<iVdwsuH984ZPTq%L*y!7v_bNjTpAtsH`^6c%W*J2%ORcg
z#*?1timgs@a`*H?cZ&JW()-;e)En%C=J1pAdm}WaRD;YKecix7ZN!>Bsm6A<l<e<k
zay45YLW4dYg|}Pg_tW6^4fY}We*yDm!<45SzoON&^l1}xvs;I<1fMz(%J0K0_OimW
z_H<vLZf<^1HWlN<HFehg#q6Fk;t)p?PyL4BHcrQ!@Wk)Iu6SN2?tN);y}N&07s$5M
zh&zc#pkrzr@1L6G?+c;#qA2q}Lg4?P>VKe?ot=;SzXR}p#9IH~0L=N{EW!V$0GNa0
zza#K}%)bAZv|_pco3Z%+76fO*yK4<*4A&NX)7EgYjeI!%I&b}b!CIpI1Sk29ak2Tr
z^Q^L<=59p`My#k%Et!&>@(&^uB>*ufE)G2*j#O5b0_cy8xn`8chU`4{v&*N;TbVQ`
z^kF>xdUE_Dlk=wK>5TVciU?9Ww&#4k<LgB3a279A_uGE{yoCRYOpiqQ%fZO*v_yF*
z<U_1qsM^C+{BVA#8XELD86;Zqc`j9~1X?jE+?og!sr<T#%)8US`38GagHa_cb)y#w
z-`wutuj!i-<xHhC4kb=ZL^V%NCl{Xf=pQX9=LnswOG&pX#~I}SNUD>c^EtxwV&d34
zt1Le#%6L~a-RYz6k%Ow<Xwo%@?>5WCZ^MKg_2oO8xlE}}HL<~faivO&O<v_-`dbk#
z8?*+!RP2XEwNyn(HXDeULS*zmRtEACHy^S6iRQML$N~ncZn|y@Gh}4f`Q|vln$4lx
z22brvJVe^hFT^gyZx-OeI}^T2bU%}r+C3nO*k<t7e%msN%y<}ljX2KdvH~Fe-Y!@v
z@g+^M2s(_$Qq#XbTWxAQkLs;Hc!NDk7URX)LljDq_JD%2C7pRQqAez%7;Ddgy&ujx
zPDHJ$H?m_yX~Jktx=}e!Nxw{teehYMpzu7O9&jUTCb`Vb$i0!!T40BFtHAS0(O8<_
zF<-Cwd!GL}2i@_@=l;Lg`wFPImS$Zb5F`l%2q6&Mo!~CPA-F>VLxNjymkAQw-63eu
z!CitoB-r2@AUK0NZ$fhZlk@*4Z{7RfyY72$J!Y|(z4z?h-Mg#0y1J^mzEifXv-0M>
zV^VeiyK|u6X1LqZ!zDtXpowz}C8Qu9b=}70F<RE!RN_0px<t*Z<$W^P7x3~_8_Vfu
zAYCPH=$2ptv}>c*q;eGDwK(Zrd0d;}qoTdS)jHtpZa+qrFTVU-q)=ttMgmqVfmESb
zNAeoZ@}VO4r2b}%N7H81LlysxPK%i-3@%vZ=XOgUgUOEvyXuef3pWFV`E3cLg!waH
z7w*pPFvH_=G0+bdUFBSsQedTi_B-HsJa!0BQXl?|r)rS5p4izDYo8cJGx)Zg-%LxP
z>*=99?jG?2!26ARCKKi;(pTVVv)!}>CEijctkqm#0TNg|mAnCb?4&qOKB*sh(dU`8
z{_KL)Q+y4YX#IMAo{^1>&2_j+rx{M^F+=sdXG@Dv;S6+=?`5d#V{MX#-jt)-GuIgt
z6GIECS5!43Q!P+mut?@>oS@jXlx_;vSU$`qal=>+Z<-r)p1U;v5+_hpyxoWsFQGq5
zh}7Z@26heRno$)Pzlv64VX{(79YwfqpgI;XFqq|MYdHT}PM|bQm>5~XNh)|Lv`ba^
z@gwKaxGr#YV+Wekp52~HnfiFzCe-*GtmTkg;tvH5NO4^B&py>Bfnj-kK#LHS;=G<)
zDn#1M*b72gy0`IF=&UE=f?86aMwZOYtcgAO%J>e4%I3s|8s<?va6<du*O5C3Mo~*s
zt!1U-$PQ0FQ)q|v8MV!=E{}7(K4f={Qrs6t<I_t*pkGe18Gt2FHG_}TR#mk>_#$rF
z@820tDvoO!q7cQ;O8Y{ZJBL!1Rt*@R{#wuluY_OkytOTT#zA_@e%zzqXDqC>Q?`|Z
zbcIdUH!><L&9*y&Je%kXM)!(0IdDISfKSs@g16FQt}!#SP5mWZx~;g~QaB=isZs2B
z+NAE%VtDsQ`CzwW4)Ufv2!w0G`azY2vdg`^*Gr>Wr)7$?yEe!^iD7Bwxw&hbWrOVR
z0}@VlThY#Wq-6ITwkB1~MTZ<_>|%`}>LP36`6%#rPv%QYp$S#Qy}ZvP2sV#o&bN8d
zXPSKlu#7scO=!(8;^>Q4@5_j22KK5v>r&QufGm}}TUa$4v0F?M!n4iEUShJ*JUlTm
z;frq{XB^04(D$rRU`0N_W0+8^+<zN%ZbG}4ig}i(z9ES;!)2am+=)*CS9rP>omVP2
zHto|l`;_5=BzLM!xmt*lcCPg6)!_!Kayd1*i|UFhXhwU3Jt{jhGfqhK1s=!Sq}CGa
zxI(#9eof3p$k#}@*|N^*Wy%%#o)S@#*VEZUAPlMHjBr6bc!`8Nm(v!YxAiX0i4tS#
zPC2jrEf}V*1_HL!LV5JmTu;QU;xH}4#Pb+KEgY+hiFlI4&&@t)zA#?S%P(R^2ug5l
zeZVokzXYCgJ3q49p4KP?49W4IW~!(#`6_zz!ads(m{o5yWDJZ$7hpzMK$~<8P`8_-
z!GF0{0wJe-@Ju5Mee&9TlKn!Je@dQC&2A!{y1Djj@z_b#{4|k3D9Rm*T7f~P3J+Kf
z3c3%BFYkdONI2*Fs2064R-vhsM{(o^hSP=Z?#!9>=9}p(FeBXc-#UNWri`{&3wc>s
zYmqR3G3jPqTcSw^lM09mBwha&Og@f?%VI=r=Fdo2hJXm0`7rwdLd+APDCqFil=N1n
zYk&eXc$ApXjpnN{Rv1V+tdAgnX<%xS@TZR=p@}8wVS+%j*s-Zin;JQ})DX^QuqgJ(
zT`FVSk?aW7d7CXHer5J>Ekxczub^x3t@f<7JOOz>%+i^kb=irQFCp0^)<dAzb=K8g
z!ZA#GJsHq&m$*_sfIxiS!-8rriMErVlz1eKgn-Aj))@R&Jl*&xSdOtPya`SrY3Dqn
ztjuU5XW9f$K_*cibK=hZt1Q1lKdTU-XbjD$fmDIHN9>w!V0xbG0<jrheN>?(m{2C8
zq<p&H8#OMpR(5a7Tb9nqXfWB20r9d_$$rd7VoHV4E*HZNc*U$g6Eay4aJNr$v;9OT
z5ucf&K(L{@2zge~A)Zjp+|lxcrku*$$cXduU|6O(gM$C+WC?Ymtovx*3oXx1>MVe^
zsF=Dve_V)KoEY{)(_pXtUd{EAq2vP>x6}f|995%A5?*(7wV=YTb6N)p-$(x1(Sl8u
z-5<Y-uj=tVBQ4v<mehOfC{_aif2%V-pI~x(su?xZ29=g1u)3m2mMzGmqodguoYDn(
zd8Nz*Pk0@R-N>1|hq71Ph7zJ=sI3XG=sypEM6%EC-+zCAWz|qgVZ$(`J<7@0&>|*H
zllZx(=iq5aj*paJUcXM4Lap&I1+8V?8YZRe2q$F2s>K`G#603HxJc{ya}PHaCT~Ul
z42(NAinOfKDO_aF%NX_b%Z?l8hDSU<N{u0VL_Rth%s1OSHTS7}u2MGf8A+nVSx7=<
z*vRQkMJjr#g>Z<XUfg)Q<hVNeOs(C1ccP3>qDA9G`3h96nTo;yy+O*N;zr<AZyYzz
zlZRD^>&T`4EZClXo@FQVv1o)uB3K?)zDGMg>oGcO;eMbXO&v*2?QHYiRv%hQkWh#s
zE<UrKAGP;LTPvCXFC}FsvTq0P>FKFBo|U&|VrJ9TnW?TjJ-Ls3K(=HWoCdk74UOi*
zvJ7MurE$WTtqGp5;B?v!vjxtKLtKB=)jRxd>5m@wLU=ZctCeUWl4U!WbEznw?Bn>i
zai<oU@Tl5%Pd;XZM0AyqI3I7D_e2b~!QQzWH|7KdHz@-gYVbnqp)YwS6U+2+B+Qwv
zuo~MKz3;P`tOOkvz?@zY-iJ{AodkR-SX4?tXG`{6DWVU}W9D$lrVKcckF0#SZlk%$
z?0qMz+@TZSAr4MbrY&q%?C5PfD^I`+#s=j=@gY?6B4~es7>tL5rIxD&QO8moTXU&A
z-QT`upivG#aa(zwf8w27mvzo!G0_tuM>WcSsj0HQG$D*xa>~d=Hz57cuh85qx4`1<
zeH+WBXCEH9kRcO1eRH@zs%lg&B_}Oio@WVJY*)=1Id~#OJ&A|)ETV&9dyLxG491Zh
zTg*&|%&b_1PxK4zrLi9K3JL!fL_`?dExd0r=+!+|>k#44&|VspVV=ebpL3ePeaPjK
z#vs@5f<nY&_Se)l*c4G?U~sB+54Eag#2Pz0F-?*3*&!GZ+pYq~_sF2gM3$D@NB%6;
zri`3f1<vf_Q<y_6RukJV4sda)1?r(NUy26oKNwZ}O&)7WafP^d#R_JOc^@GOyk`r!
zJ7=P}Io#^4i0cLwkt&bkhbWV66}7aI`Fz)3!Wihkz1-_%%;z%y_CzT6faHt(>;0}C
z>UvJ57}bh>eEwiHY?VaZ;$~eemE>4+<}%=?IKnBRL|C*dl@oar-Qr9V`<^K30hbc9
z3Fe9dsm}Ixt^!IQd6SBm$xkcEm$Ut@X>1C4GUz~nhke^UVK5d%xEOnoI|)5?qQzG+
ziHfm)R|rcY`+&Y`dNEQm9(FX(n4GmOSIVG_5=zZMh7s~~yan^d!=x1ZF;;Z&f#)Eq
z&oTttJNp#<iWEf`AjKOH=BPX|7=Fa=N|p8D>he6%Q%XkUrT2x>QqMt2W#w3pFixP`
zFiEyQbhOHH;~EIAwU|c>rGyHuU7#nbfKLR1rDk8%pAYu9$!S^v39T+%og`;V3-aVO
zW)cVd2HT3$N5n3Q;3@!3?);}@ts}WgqlyuCS2Z*=WKAAAK^rNyk1;?!?)Vw~;P6TB
zC_6i*@oFR+kCh!Zr2|&E>@(!eV9}H83<=Ta@2sfLhI701y}c~?TZjj7RHItx32l)n
zX+3w?rtYL_)m<J<$(ZhfUqHtsH+gP<wen(c28xLiPVW6JGHxk$-wV=@ehr1m1tJgi
z#2{_YyVV1P8)CYk8>c9#Tya{074s3~Tc<!xS0;0v>FFf2h2P?sbT@lVEOe2w1XjV{
zKCd^xX7E&qvsA^9zI`)yvbgw4<^&WS9s03oJ3hrDr{4ZcN}moHzdBA)n34&g;G1Pe
z)L9{WB#nHk%QhD+s_0qq>(-Hr2ntsC5}BXnCV6>xD7D;uS2)1)gc$xQ<*OLKrV$%w
zA4n_x3rWw(XD~Wdmiu4|rqfX~LsZ#nt2gVqHl=f#jc$`MrSFmzE1J<ZnWm}U(~2Bp
zD65M2qT(0eMT#~dP3vhMZP)D_RV_iORx4IbiA;b*_R$1rC8IbuIb2PNDUD&5GoqM#
z3i~XEjL|LC*MELsvMY6I^zE80ynF!e$Ri!i#i}{?d=`g!97ACK=Z9qm{oG-_Yu6?3
z6&IgL&=DKU@g0P$U}N(LQOkE;!K=wD2~bpKf6SkD4b*^^AlVHC!2-P=IvLLpN25(@
zINz@8xX4WNt^jz*&;~&#_^eo}Eq-#Xjd08;63kCw7JDmNs_W-vzGPzULy{YT{krh-
zQX5a!;#;I;c=x(UW%@T^Pn}kib5^1bSO$4@huQMgO5P8N;zVO)MMl~iCzpy-gV)go
zBS_TcP0wFyP<A?{%2H`&gad=_ONAT0IimZbFM1!3^D`$L`%@nn>Aa5uP;Ed9k6BUh
zy&PW0(fUamAK1PS!{s68XRB7yQ*=eiM9fF9ZQZX;1Jd3ts!P8g71mg0f5Od7^}aRn
zZEZJ767yxm3kD_{?o{_P<M`*~>N<Cx$-R$+&dm31bV)xhZDz=_8se#Jk66jW`Sd6I
zR8WgC6)BPWE;aSlqHr>;sL@&#sHol(^$2+))fq|%deav$79>^-L&gwqY`~uH5sW?F
z@wm5KHhvt6VfBe7HcRNqJ?Hr=M+%d1@>dZma(r~B$gEPsoFpZ?jg_nbp7b)JSQ;y`
zqfK*SAyk56b?9~zE>~?kYgSJ(5+B7^iT?MgU+ak09}K-P2{jl<GLE*{P`wr+&K*s$
zpEOn-4X_<~ZE^);<bKZ&Y^JGEYn$6@!qTJZC5kl26T)Qy8b^Jk00`LO2_YN0mr^CW
zZPVuGJhY-!B`u4&;xzIu!c_P<z3gXHjR4C^zYkIFe9(0fdl`kc2ceK$*K;DpBI9tP
zrCCgbu5!(IKdk((#Lu8O0{MQh>Cr0rs$3u(IagchuYl;6!j6c20^Tmv29#n>Jol($
zUQFwF<_b_;zG@W-(>}}-=au?&in(9<zLOB^P4>{$5@&iusgm7*N}IJ9Mivx3EcRJ3
zarJ?SZR)Pk#~5iFRD5pMIO5uiy<VC8Xn${gmhG@hlalQ04yg`WO-Ts}OYMcYVDcBo
zb4Ty{FzaRHs5`Y#c`$2^N>B`9z;Y5)qMLJ8IvekoCIwWN#0?A~YdH!@B5m5Syha7%
zixCn=)b|l48sE~I^4Zj^Ge%G?k1yJw>)zd|-<M?)nVunfoq^F+5OlnB!j@Mx>zuFo
zf!Z85a?Xi1K0ZEsv`57EC?H*Q8~bJATxCy*gthW&WU$Y-#vSHrAf5)_v6p&xf^s#+
zw?>^NJIoM;;i@QI#sua1m-Z+hm7ZpUncK-l$P}bv=bTpYxnxw~Hz+H~^%}3vHe~jv
z?WfG2hs-L;@#$-pB~;sQP3mZtSkb0o#c0^+E@cwKOPTSMaO&5b^OvEJKPn=mfx{m%
zN|44ELO`qLL1*uWhTHUEzK+Vy%9;QoBFLVkl|9y2KIlbmw|$lzXNbu<US7~DQk(Wh
zI|D*)s~*}n_PHKyDwO3exh3NhF=y1|IOz|)lcsi9BVE<1RxxHH<Rab*QXo*nk*0Z1
zP-t8KIdt_Gyq5V8IhY<0mSKpcqG%5BKqNrQh9bf=0SaX@Eb1X*Kw8SrRAWT(%MZrM
z_S-q$r$)9tr6|A4(){9)7cD6oCoAz0N47Wz`5qNMn@JSAes-v8$WSQ%nb9t3M@UN!
z19Z#sC$CoUwD$eOmV1mRQ}^1$+bd+^-dmztdy3`rn(>6cA%45eAhFew9B$SAL_jxn
zhtXnTfN)m?zE9oB>6EDxPd7lC(tn^m=m;-;b#DSM{Bo1F#F@wK%=Wy8QZB_zWsD-(
zFGMy(LaQUYyiBZg+`iOMa2r123sTy>PhB-rZK_MOuCU{mwOfpPRQm8Iag%cCqf=1n
zHT>ELDRt=rx=_)mAQ`S%90OUxrYmrkhjRO6jD_HP#5Dqzdbd#XDbocO4AR9u>u;&V
z0?4w2CPXZiV`TUtZFJ;)0|3e#$TuNB<~)VxYw4naWEdAD+HQv`sk=6D#C&`+tKx*S
z1WsSkfrSXOuKP0Qvcz?kU70ZtY9dD+l6tY9>8zCARS<d56spl^f9*#DRqriVb(Q6N
z+8-Du+r?Ze<IY)s4Gj%NTX@D@lMlyU{cLg}8i?dQ=eYEMbX7ATayL4AhP8I}-sjQ|
z)lF=0uc8Qhq@%m(gnd%RGATTVR96zya}k8BpgvPjLw0}iU}qp>Bd3I07&|Fl4yr@f
zYKqHtrex$M$5Yd>f|`{CQ`e)#^gxD1@jR==-SB&z2;;?z=c!rdtkgNE)0wBe`Neu1
zfz?-Y6!_(*O|A!zSwD!4<_WWtq|$3rE#so6V&>^veyiL8KjE&ClqvNH!>lt^ZGplH
zzGg~<exjn<*p8=l-hY!eC?g&ZKg((apY3&&vg?(8EcH-s-R9$DQ8E$`MOTIqR1i!c
z!q`-vxPJkK4Ag|_e=lX)s}lM}h}!F&T~fcd320o{Gaw8NKX4yYj`u?aR%0g`{|QkX
zg9Lz=Aw7%0bL-<VeTX_xqS~5dBZdECe;HaK-zj>SwRbG6>lHI~0>hDeu<#=VZr2mb
zRmV?$lOT7l!9Iti<QyAWxB-93xXAe@>`4M;X?9iqZjJZlXx>q}CY={CjPzLBL~_pP
z8j=9eQAN`(-?!H=e_0lJq@elgm6`sYo`_HvqnGL`LK?=yPvb^NN|whfW?AgGFm5{z
zh2X#^78Y$H0k%O|72N)=fl(<ZVSAg5%$B40r=yNvG@n=TiJ@oR7lpz*CKGwEpw_-C
zM#WEc*E``iKS{RCUtWln=n9-4bW;z;=!W$-l1vV<@5>TQUeW99s5rc;n|<p2nkIuX
z^DtAlFkp^qZ>Sj67>PENL29)xKBGT(ZOQF;2D^n}O8I?p@=mGBM?$69P0TOgDFBCY
zYmno64opvq#+AhsitX%J(a$&@9NHyYdi`HD#k7gNNDTNXocOXUXLUS@%e$IrK)BcF
zjfX-Kqn*WkVWYKSehgAy92_>szqqG6-HRjTvdzuSg)c?5*4mn^*r<2f_nh_{+Cbl!
z;uU{~2luf)&nx7<`g|nSmDZ(xBJhC+o<7MvgHc#66W7<tBSnj2hPw6G-5>17Rc#ee
zBBA!9E}PBkO@wGvmvswvF@x>tnnC_^I(~UnHMLg~FotuDZp}4K{Tj=iIsVUNh9h2H
z8+Q;Vd3~joJxKS-^YQXW7Dc2_a(cl@tuPqM^;`>N+-`C*lo2wtYe(<RrlzWj@y>0s
z+}P{xgO;$T*g~Is0Z<6gVnm%ONg|@gO~-nlVg(Ql7u3kUEbr)T`rR&Xn$w{x9RfAU
zb3Gzhm_*-|U!Tl{Jc%To|DcTeUcA~Ko;Rx2-h{W~E0QBswD1CY5kAylUzCg+%Je^3
z42;w@+9avho4@hZ+&Eyqdu7;JSlR#Kt6^pP8($48JM^L=5#xWzSHr}`!SN@sANw;D
z#$RCk7)A8$jdk_KtzSF+#fd}o1Mu(Pa?wm{C_S=&-0>O#w^k!T^l`MPpXU>`SLuFl
zqN>wLdeY-}uKBW`if0T+kJfA)FP;L(qQ5FHkJvD{kJ6=ZFaHK-6Bcd`Ue@IYN~>VP
zrz+{|y<?E+k<-sBVV@*ZfyVZ$gmu@oAkZA?4_Ne4__MRx@GJ6}8MEVKwEL{MUIef=
z5ZPfQpN&}Wo}Jf0vqeo)rdA^2dI|TdnvVZ`ju~FFaOJZ+<;;xSj6hV~)Rt^zVk@cc
z){*0?jN{K5LlL;2zpd&N^GT#!yDFKU0Y!57Xl88r=dQ(13?%OVKzsBcxM%Ch%i?BW
z?P^=Cv`r{r4ct1~9dC=TvDpuN@dBIo2Vi&FG2Dw6f%~hg*_53=iNV{)HBD|M^_bfp
z&12(V`)b;wU*yL^o%WzV>mCC$g0wX?xCN%Dk3S1uA6urn&c6+j?dyYHuCd=A>o5=f
zfkOGM;ZsLpBG?_E6`z`nXO4QcA71x#yIJ+TuV%R-|LO5IbmN#g-`+o(Yi4df+f-$>
zwYPV=X1_{$d<=?q0A{)x>AkUs42@2q5%4+H?#GJ%0Mk6s)>&PP6i0gtc&U|?h-b{s
z-Gp&;m^e+jK#<H^SMR=mwPeVs-7s<Zv-sJ2^-hP26GvXbw7sj@Vn7s!YeAcXzSFs)
z*$L+(>*JYOU$pa|B>JrDf#$Mf57_3db=g|HI8e_&w^^R!w>suX&>h~#2F*>mH=es+
z4>vb|_@g!I^Yg=3=QG$-#}=<N<BY3n1(J{Cs$c33-^=IN7H~R!dp-Z{<fQD++fTmf
zT+ieSa99-450v`?ksVwNULUS_<$&gZyqkLGfq&k)4_W9u2Bq@VS5$KHT+J<Lzp5KW
zKAz3VkgdEv`bX!vp1K|w@AQ}XK8=mNlB?!OZ8){GobEnq`h(7$a6ljz|4DIO8Tm9H
zzxOrY4Lg2BLUIu8zJGI!g#K_lOjzCPhI-2I-gW7EJ~zkS(3`r53!dNfJPllnmIAZz
z&9M-?H_z9HV?O{$v0xX9sN#ul*q<1#1>YLU^ajq<BjBB-T2$YU<A<;ds9fG`H_a9l
z6|AO}GWc=q_s-H6uLbvp!_!EJrm@IbZjOmW1gnKnUq86vR(WU(10ry4jvqpABK9r5
zd;1!<)VO7;heWqy11c77B^6Zs-U?jkTyr~be4iL^XK|<kbE}L%$HV`nI+Y;tv>af^
zjr;6kxp(eQ^_wv@lz*$isj|Y#$=Kf2vAAjHAUD#X7S!~`WRR|4*7fs);|0j7Y%Sl7
zDkzv%1(zC%R=42pXlf1tdb>EkKJ2&@05nbsaB^>FPW@b3In!FY+7@4Lj}G@Ing+6L
z0r;&rI<r?9wXSu~+qY*sy;@sI|5&<|d|GJkY?#58+n!U`g6i|`XNsqSHk&`z3zJTV
zN0+{rm!W?)_!4bru5r@Ic4x93x_HTlEFD)PCS)iX#)77uiyQX$4!5VOcK%ewEgS$%
z(@v#M=RG|&EV})Ktuq|ZICUsSne*1b%F%FgQ;Gm^;pcLc@3G^R>+0H3YaJLIvqB-B
z7!1v}t1^39ve&HYa(2<Pyis*MKJ9#Q0;&9S(EwR0>=)RcRtLnV5)cyLe&e~^0yoz-
zp^f1sCuyl`)H&-e9VOQ}?EJBa4Mo_VZD_DsT3?=fyh70_>(0I<u)uG3X1i*-+`5%p
zb9xUOJO;XOAN`{*8F$a44=VzD@7XAAEqoBWu0os6sa@E1{Yqdg*PoOOs4uQx{P_aN
zaJ|@%u?PBPE5sALu3fY0_j7XW1gz26eLFjHvJF=U>}R?D(eHwkT{dOIN|?GcZ-LkP
z#oMXQlb2n5&p1bLaZE$yq@8~*fqg!;Il7o-ve^!8S<Ee5X>WJT%a^h7{!t}0Tq|@H
zt&?%?bl&+k)pcdt^&5fFeN@yxUN_*=yiP{q7NBm1{&=mi@#;#p{wFIDiKPv%ysZRY
z)n6XwFH>%9|FN7V^N>xw7O!fmI{zwge(z@0LG+OHb8z|3PQO{-{J8wX0)Ui+bn*0+
zLuSX{7+h|wDBle((9H>)|1h}RM5q39a4Z}1f5PDMFTt^Y+FMZmd+aSl{QM|3w$}Qu
z%~2d-w}wh!VTkUx7GDz@&{I0HwHIg%`Nc2q&^1|P-<zWxcqV)ecd6Kf&ej+9cyATw
zEcoMVpYkw)!Os>V4_GqaUpV==lbXa4(|;XgIe4njdf%8BnDSxH57$8A-s%4ROR<q>
z!kS&FhTk~SeQ<_^u6Tw2Z!GHKPV2q6V7uABA@dFGz7v$0gXtesX8pSmXy{&&|F~I=
zjg93`s~Qs%(JxlD{|c2wgq20~buIMtf1&a9`1Ljn>T^AdH~KJoFyBAdQ!v6XaR2z+
zxdV3x{w_THojdS|2zTM{A|oLqBO@Upq1;2gkAm_51qtc?!}||V(a;{EA>T*GKu5!X
z9;01<g1LtTGYm%!3yThO-3CJl0|Scyd-J)e1o{saS}p<<RudWJ9`uHahcIxk(7NF7
zARxfQLw|LH{tg3=j(|bT^!zTS!fQklt4GWp;UADlg-V*S6u<0}vAnVNL`Hdx{R9V>
zoPv^ynue8)or9B$TUbO?Ok6@zN=aEoRZU$(Q&&&lz|hFp#KzXn-oeqy*~|OAkFTG9
zKtyCzbWChqd_sCgW>$92$K1Tqvhs?`s_L5Bme#iRj?S*`o}uB9(J}D&#N@)_(%0pc
z)o*L-kiGqb!=vMq)3fVI7$jI&7#IPVE8w^E0IJ)+|KT3UB@IrRM`>i8=-EcHI>=LO
z`4WNj(fHf@0R(^yw}DnODu1-<O9#LC0FWR~ewao#6RdJV6-BgVV0DMpK|wdE(E!rN
zH9?A^R$aO|JIP%AVZ$K(u%$JP?f1y=N;HmXPDn5Y1r6RG>jLmp9t)w;^sz@syQ@%?
z$BNeKAO&41<3Iie>}5GsF=p-c-oUxY3;eV;g6sQaLsae&8Ziu<sV4s86@_r<4{Dzo
zqVziEqV)%L=>(jR@<bk58bjG7oWzh9Wyn{mI(EB51^_^t2~VZZtFI;R(}~2n$Y*$I
zOhU$-P#{L#lNEwsB$_=))$>8%J+mot`f^l2x^hUlR|?IvYQ&3U<pkSGYZ2xiQ6*Bu
zM^Or*kN*7AVt8-B@K#rdJK;DVh$u8^m|SdV@k-6_B&OM%K~Ip$>y_2Isi9OA<{)nP
z2>3I%fHz61+`hC<lCxUmN!g2+I5R4iupoY3Or<F?y)XuDaLox}3#mL)thCpbc7FZ^
zuO|<Mou45=^gf6Gf!Av*lC4j7t0SIC<g=ITgp22b+;;`MGe)BC5pfk=!)TpY;Heg@
zJsjYpT^U6G7Me4#t_Fj<<asd;{jnuMaZWZsjSD0*c0r0&;SohNK-*$b=<Ps`Sm^BQ
z$;+J(nEiFYbOzCrj_AFnh(f3H0Py~rNcf(?$7x5Bjs>}x{Dl1(;3sCm0!U|PF^FKK
zyvFRSzCI~dvc;VjL<$?)?F({uE4DiwuK-ytSXJKT8=Rd<d1wv%GKdo4Qbm2>gp-`s
z$Hg5x4+-Bp%3Q$VXo>4;j3}s@&l@LE;em4<O`C`29vKA9pR1LvT_KfL1WWg%osWI|
z!fJOa+Y?}cY+PmHTAZ1%FMx4^oTe5*b#kWWx2|a$6H!_k?j;s&zB=F^lHC})8|v}8
zsZz|Sx$EHLg~slI=BFJz^-l+&BsO!tEec!OAlxp0>v^?eN1oPhcWi4fO#+79KKq9;
z%69@Fv{4hp1c%yxku``4TAkkSIEq(C)W(kdn#SKPotQ3z@L(AAJ99y7d@{DP1lKU3
z)r}QLXujyOp~EMptAl=m_j0W^w7KUT!OuTvJ`IfP-~ofLkjg{l%0pD;IS1LkMVQEI
zx9obNJpskLldi$)#fWO7vF*>aJPPwtE#EnWT$*lN!}uU5J{b>bX{g<Eaq*KD$05bq
zmur(ly}NG^%(>C-I_&WFvuuypGt*Ibf_HDz2Mb-Q0u;o;9ItRsX;lc<wyq9cnpz*i
z1}!!`?QrgkVb9Fag==)Hf%K2qJljVDXnrdP_@S+kbW;+nG?cw)ECZVhRSrpjNFh7#
zRT-JpmzE~$ff6PCXBmtTwXs?3;(%dk4WXd-{Z2VS7fO7Y1Ac9=YucvRA#bAx^f}Ll
z57D0RO(Wp!S!tWP2qcpV6w0SZi%DR8OL_Puc&ksRNX&FSnNg<l%fVrE7#ud+iZ(T*
zb7E%c{Vw7M5L09)hk=kt4$fgwRqHHYY`<uPEb_MLY{6UliYWp?I@LztiO0f%DP4$v
zyHkoULGM?1AeLLnJQv2(C;oS`Y|n<K)*ng|z;c4ZFWeTEELclPth5<Q;#Ofod>X?}
zO!8EiX$=>-sVdD-NB0VM&Q{Jwx&Jbu;EOsCU_j|O?w;QGY50S&tvn308(TY^$@{7z
zqJs|k@(1O7i}rxFqhE};9}H=UNt*|qsf{LJ<+o-&?DeW_v^ep-h9R`RH0^vheF9S1
zWr#7X@ehC`oDs^`Xfevb;Af(&xbiHr@T~=>db*ifbkthUs<Wo)EwSzKSD5J3giGuw
zAN(LZz}LL;3tEL8u1~FbQ47nwL4nD`_JXy(R`_U8^o3S>Me?*a!(CIGg}vzdAQy0*
zW6src#LLN3LKWx>99_dWH_R=hiWK=SG70EgWVwED?;LP<8DT$0!_0l4eYm@?6(;k@
zY!z#(k+S^73|)5>rMYXHirL{?N7($e9Tcs0r);|CK2qR#$DNkQfxQ>F7<~Dwm%^g8
z72%~pOk3&<WYS&<?;@Os6qKfl)*iWlzsx;g9kmbc0cSZ*Uc+pvKEO?Kt=M~9<3@Ij
zfzh`A>S)oaU%RB*F-sB6`7CsyGH)nPtUo+p`o#ZD=_IR%i&}rJ>r1w0O<QVX{7>TA
zvuN)G(TijIvCqb7ols(_wI?V$CkOTfAd|A~#gt_8Wo=Nuavj}jdLRZDFmV!k4MWg>
z0E*ga0&|Sze)&~63$D}F?1o;rw;p0ad*yvb@IiI!(o@qrnnMRw(Se%-E?~aP;0$1i
zCbxTdCS9JIfsOWi`i6Q<Q@@hnhWsUvUlZh%V+0(fDWadOhA-nrzk4h>fg#m9S>Sjs
zZ<KBnb%3?Zk2{hTs-P&@v3_PxjvEu|$!rhqP2m{oub9qxdsoJi{SGz~-^Thi43s+{
zUz?<wA%#mXwcaA)fuGM8I=#(!C~-Q7mr%G=2>X`Acu9ISh1PS|E#svLN~Z1u?e@jg
zQ+UE-)30u7R{~R)>&HMJH;h_Bzd6YI+%~v-()VojY!rP&EywY(*voONb=vjw&{UCL
zpmn1(M5M`ZL{ER|ZXMd)lfH>^tNJ82(>b%lWDfOrbU~Tnv&9vu2pV%4yhxd;Qo9zI
zjx?s2q;!UNChOY|PDQf$a@gGI@2(3%r(qRZNBhnDaf8e9;@SQ1y$up8jfp4557p(D
zDhM&jUf=Ur15g1l41k4-xg?x+pbz{w60^2%8h{<^sBsflTdoanVMcuf8US)e;<)_4
z2@uJcomkl@@&k|B28Y&!B<HMm{#|52YB48Et#y>f3Y-I`FBdi`C{aX>T*aaMY;dO5
z<1n|8xS{+P9Wc!fYufR}mB8z>fOAsGS|e6{edw0p7T%YOQ;9CQk0iv<3N3v*vEv0A
z1d=U`QdnvuR@j&c8Y>QpqCa-qWyTl`_5zqLgje<eg;xCdB^(^#!8I$5J-a?Z#KU3H
z%~P*{f%WXirHx!z?Z#Kgjtp3kIkufEf??h|M(U<IZDI(A$oNoK?goHIm@w86D#3EE
z2(Mu}Bd%fUUIE(dr)a}pad=l$me&gc?ywzf)j`MaJ3I{4nx}log?97{oc$Ij74~b=
z0u!KcHo(a>jKy*O%oWao)HiohU}rwC4nS!_xRJV{9Hr->T`~WZBVzk;rxieMU6#IF
zG3UGjvJ+^C=0c6wU@foJeMkT0-8yr^_9|7grg~0-!|f|f$md$7c9vEC!*7!viKcmL
zTQq58LEr)IkZ^>e^qzUxgq`w08M2ndBSWl0wv^D4lG6IJHYN>mj_u0BE$!Id6+0p-
zHp4}gGQPTE{QR%U&rxLO&&J$j;I_j>-SBsNzEpLbfFvQyEuA@~tH~An<Qdze&#z%j
z8b5r#hWYy78U_}Wa$!mxawWurJGYDNC#@v@v<au(B_v<>ap4;>d1R6jUXCob<kkn(
zI0XX!cOGx^<uCK>9QGgP+5V|ri9V9&4%p@;hYHr>OHnsF<7*fqCMZjlEP1+5aq#s!
z<x*1ATA*PbRoCnQUY}T830}kO;+`INZqyz<-%)bBBgvvAw(QvN#$=V(nPI$+4D%jD
zHPT2Vy!woemW|g9=Cvp7=X#bUzoKN_S+4vmwlW#9=4F)uQP*%c1M@=+rqG1Oz+J@0
z!fUU@+dz%iFu{&06}```pWxX5q+IzSNa4Dk;u{{_AeYLa#o8(EcQym2p^&Yn@Yf_u
zX`rBrpM;&|#{nYP&OKaks4%-T)Tr865;t%SL%gB1c1GUb<_B*Wxdsq-L~At|AsfnO
z+R#D^Ve{K6NI-a<^rlg1gkw%iLM<sF?~JXdXoqfTO<5-C+ng=fZh^C?eOmoN5EzX6
zvesy+pLc5qz;Uv2A?iXb+{M=1z8Lt?T_x<wj@GeqGYCg+RReQ_<yAGq*M05w-Boq;
ze%vy5yR9p-Vl5>ZIxjMi$ti7H!u_LT=0z6h#P-B28}aD_TW)rLzP4|?W#FO4yj|HK
z)(z1J(GCQwCiKHh8VK#dVm*gMWZwu@(<CVWK;ZNa@Dni0bz^COk(~dq!>HCv^Hs*(
zjt6eW^TGOzTN&@CxUkk^&bWhm@^`dJA$;tjM4(8<zZKgRy9EKUVG%9?XQjjP-bNoB
zg0?_$7sfQ*P7J6{Aa1DAm2l^MZBVM_8MqY;VTdfR9+-qMKIw{_t3={rn>)EnMZc)=
z<eil?<f=BEJ%o!JiX9ZY*G-GR8mS^WowjOKw9(?+7ISQ+KfnS|np~F$7(dl$<}qEh
zc+`yN9LT)1qn3MuyGK<BL&vR#4SBpw?lAd$LmQd6Egoy?L`lPiHg4eJK6qmGK7_CS
zsKlQPr?c?Qh1f{pa(NVKNHioSdjS-84O5}LygRT>HTkR$!Ns5=XL8;ClOA5cK9}nQ
zqoK#drmCGSXXfGe&mHs6eEsNb^9>~8pWmr)-CrEUY`7@;u*ag#PiT}?3*dM{+2C@N
zx^T&THfo7&Pg6gKwl%Yt$Mo_{z}xKL2!m50U<iWdM_+zU=|c@eq#JOm)HeB{z9!tu
zkfM4>k~N;cJZ*lZb`H&?U)SpC-A=Yc4j*0>a~G4aej=_XD}^SrPlpc$2RtO%I+|L0
zZ776-)LvwrD0a${h@&v6+Rb5T8pnh_Vt~Dar`D%U1=hY=6mBAAi%gS1m}EKx<+Hv#
ziItdqWoYhtxfCDsqDF#mqwh<PWS9%M_yn^}Y+#YxaEYX`?em4GsnwgTOq{6=Z5)W$
z8IE_|6Wmj&-4#{-L&d*n+_Xw^_3T5mUZ26~;!D)3;O>1?rj1vR^WDJ_Wsyl^<l1G`
z&$<fGqz+sdpS(b*io#nWsOU4n9oCZ7qvQpPW}TF5E{uahXc1q6zmDMezp>eQ<$@Ps
zTwy=3T=-QDG0b%6U<aqy!eZIU_sL<Ag$fvV`^|Exsgfi_I>u@XEud%Y5Zpu-({I&h
zZKL$E?+d4nRltE8T8A30^GA$_{1v8}kW4V-kumbpSp9&D7g<*KD%+@$HgTk^KFxT$
zGp_*p3eux4XJ@D=MAsAO)W8NlWFUj5^W85ZRfN#@PndOCx^2Y7I7IvFMyi_a5KN3l
zEn%%`3Iu1Dt0)nFIxZR`^t*;(WK`a9C#fTa2aeTGsY68DAvezj#Hfb*Q>3Q{ICBXh
zv5gvQ6IYk&PZ2*k21yM!68Gc2cS2h<wRIJL>VDGyX6`~Hdel?$44k+=OJ3bz(C6*7
z^C~KWHAs@ppl80Bq?(WRi@B>79s8`j`)oz~`edYb*MO{zI%1KjSjXX(o|<Y0AMFTh
z6aMsM3+cX`oMtolLV+Qx&L%R|d7jK|Q%3w(eM|IFTDa`~(`+bA$yh`HFs`+MwS;wk
zlV|t^=E#tOD6d3o1F-?04D7f=S_z*Fdw``q{sU@zJ{jgHCj1AyQcE>yJ*zdD44t{z
zdS662c~E^aF}no(hH#P&DKf}XvLm2O5{1F7)K<ie3!Egof@I^oI%I8;+>jI%aB&`%
zq%0(Vw7bcTE7a$lVE)S*{jW{@b#}Qu{{O270M`?LV`aXv9e=knv#~M%VrKrHZRlT|
z3IByuNB=#pg#U3P^D`Ks|6h#EYa35Fo+}0#qwOXDO1m$I#V7Qx)-pDSfVLy%n2ZVv
z3bG23TK2v<<kJD!4KA{~Ftx!NN?b>UR=dri7o`Hxj2AS}b!LkAULFS!wQ=Bm0<Z35
zJ*W+r)t>GXY`fD%hAFzjke64&nyrk;<bW@)L1WggfZtZOdWJpDF$h@l@@3p;6m`FP
zwddp`Iu%C{J|w2W)c8?AmJNWyF;N}crrWE-)Z2bqGW(01IMwsJbs$tn&zCqEr(G~-
z;L%1jNRo9cZZ{+6Vc{T#W6KlsRI?1uLr_$`)?&PcK^QVJq2}I1wy}DI2?|wuR)|=z
z$K5&^!nU&Ud1NFw(0U_%$~JShkoZ{jy+EJ%Zc4II6R3rRy4mlW(RY#jMHK6AM-ST{
zd1~01e(}WpUFb90&(LQvV>4TQYa&K5v)8uz|Kc%mgpF3c41LP>@Y3x%069@{$KPi2
z@a%>8&b!A_j6@^DLyr?k<c-i(lx!a??yLrH$=EYW!Y13!p6IUhy9}1O2+OVcBxTD+
zT3~4`eQPy!mfevYwwDR)d@0jp;pFS@B%b5gnaGkfoVlB`Z&ES)IhIc}cZxNcpkRN<
zRxgW%$#%rT=*#h4@iUHth_*5x5`VM@$%q(0ozM9GRWi{X;0HLOp15}@-Hjx49Yeb>
z$C^%&kZ1irv`wITTrH}oWa+~v$mV<+h&&;AJ+8y}F2I~WN_SD-|MaEQxv3H{mxXy@
zn}VQ==p~lhC?&2}OvjXRJ!GgN=GE>{gbK!Bnju6lBRWGI_@*vTaEBhn35|+ZO_5se
zG65y}iDsKUN=8KXgLy`#2?`2Y$m!sNLkmPaObw|%H!@xR$HwfaBe-i?W8=N-VbF9L
zBQ-=HmgPeS59tV6s5j_$V#XW`-(=~1rsAFIDh_^@=(r|Csg?PF>`)PrFn3>eU1CSx
zn)3OZ2}nrrT}*o{*|{)qf>PN=dU!}uG|hZLtkyUz3eLmo;O8Adb1(T3=TWCVMB15w
zGsWpn2rV#0u=Q8N_=tBs>X|X#!0Rz9U~goM#{}YUOL#a0osdx^HBk(wkKAwM#ig$>
zXK`nd(0mZPgn6eo@`U>mXgwN63Ncx)jzl&W>{x%6!JgcP{~~CMd1Zr&l{xvDLd}%;
zqR03+%>mljynS1E{G+M)n3)$NV`vF0l=oadOc_-+kFQKWYh0)kUnJ*zzVy-jEy|_V
zTO2Y19V~FEnD#-WxWFRieJ>p8AjWm3NzSU?^{CFER%1t69}`dSJ1J>-(^X5N&v(aU
zg+F{8R7A{UG@Tc{r^&7-*=IP%UVTW$Yw&?ricft1`J3QMZ@yEtc2iob29v!${1xxj
z;&5MU+!9V!ITJ4)Iw9@GUQDv>eQWX_5X*&7o@WN}!>&_n`QS#`#aPq3fieiHTpBcv
zFkJFN9=mUx5M4fKHe2(pB0T=~I_28`ea|=9yaNRg6}j#^WJ+8Qb&U%J#?|;r=Sq0i
zPul)CZ?V0C=rf+%zk|=-fshXO9Ue)>d)BpLNUg%YuoEx@6SqjYYNFDsrCX{=&6(z)
zKbktZR4so=UJE(ribOm*w#vpW%eTUv7V>Mu@3^BS-uJ;PXttMBm;mCi5q-ejac4WN
zSk&#KZ6>|WGu$x~cMtC31en*a*j{0)&Xc!V#>2tTpKoBLC{{b)W%^{B3zPXQv8MW-
zJ)>r&j<_Bo<OR^<sfXkd?yRmx28|X1oosqPL!cB)YZRLGY%fHLnzO~d9!4a)kY;B`
zseG#ru2HX=t0GxQiSteMi%M)xojKz3G+VE|XMyEJdPbVk_oco{DLhTvZAekp+?ro)
zFVlO3QQe26J=yvY6@KSH(3B3zWWX~smf+K~QWR?Q<jH%?+w=+BqGd_g?I`Kkdnl=D
zun(JbMKvZ3)sXIfyJ-1@_*hkbuBJT}HI|8)M4Qf6tPjAkw!b1WXwJqTH{WfX@yKSn
z187mJ6zbw?Q7qpnoG$t(V@oq^3AfDJvdfAQKxv(y+^%6@MsVocV28F%eeUG0kmKHe
z>_^?U+{7`uz`w+NGIlN(Mc_7JG%}zCc^oKl0+f_a0c(k5$ZxG#%3Z^fSLjgxjTUkv
z9lz@vOw4R7|8RCgJ=K3|AwTwv$iFt!Ct{R;ZLR;-mWYk*d!k0@eiB7}8w)#YU40wq
zrSA@M=p|u`x3<uGzF+w+j-gj%^!1Ei3t2d#y!<Y-Ia!&B*tpoVzPqdS-$Gr~-!-6L
zo$K<}7P?CMwnQ(X)rp8f_pInU+CsOQm_r*N^z&Qz=eH!0)~{}KB3@qTsSPs`(@k5T
z`&Mk2h?suJe|~-<Mo~vwaV1-*_`kVP+=hjS`KM+jZo^8%^wXIy4t<FENBG9~hs2=o
zgYvy#Wn~s3mY=VrtPHK>M^>`$_o&OgG11qxy(w1Goaq@S5gYr@0Fdve9MIFB6@5Qt
zhraO7y1t)sL4W<xozS9w>6Dui{#g}d|4tcbpZ=R0c_g8<v9`4MJ_Y{Vu=A&W_(xAM
zD#^UIF@-kj=fwH@Ej=i|olLi8CahyRv3wNF1iSi(Si1T$aPE&wcXVIQsm&_-3edEN
zAQVkrC+@9#1?_H)t(SFb6=G7-{Rj)Y*`x4dhs0k3bN)3{=ij?>QS*u8@o!50h<&m@
zd-)!iennaN{5Q?nJ%<CRw*gl}EgH|anz@aCv;WBB8q>pjOJ?~h8O}ZE+ISzlpL-~r
z%5ArPuv($}yJz@4264`96YN#bj?@tMN4q(~c>x2VE-QWU&`gs%SEk7ozv-Ayst6&O
z8zY;nTTxpFTcphwPaL|hFU3`9<je-K_mW+oDeWnx@HlL@G}jvazH+RR!Bm0NwB*tT
z&(j4>_daF!>PX6(oCeB>)v{B6MnI$Ma!+)=8fY88V2A!U-Se5axWx{|p4;BUKEb}!
z$<vAExK=yme1Y~IVNT4dTv3jibt*4Fouhky!u5Kx!j$9fbhXp|%GK2s+V7}hgdtHU
z+br8D+b_!nXm(ZVwW)G#czKnR>uQtb+E5p9{xx@-diT^2?$q6VajME<4w@@$wz<~g
zcQ1<SfmNhbJX~TiQyZO~tdr81ys@0S?Bq{Aa~_A?i<YxjzZl^FMXy(*9E@f8w$SPu
zO2Fs5_qBU?a6>%sW^c{Ea-Nxr4%SBb#-mN!&5=#`{a4I#bF#|=$-9qscw4QL0+;h6
zSFfC|Ea6;=q9`j@XQE%J%25sqJa)V|v2q_<9ZYR<ge)%i#tLZs2$lPnTGE7xM!C1R
z5qR)<*mz`kDtH}wm1>&4y*Uk6PI<Z(%b+D?Jy=IuQ=0N9b;s~Clt$Xnlv8D*zZpyk
z@IyB}kjm#0qnT2-yf(G*<`gogGm*J>D1YkgwtRNDQKNV@-|Y1YFnFv+20TC7g2o-r
zzWm>}ZkZpShojHtm`9%n8``}6H%_xU6Eib>12)UPgfxQyji%2mgf%v+vMKhG-h<?4
z(%l6Y(}V&b!0(u;Sj9u7V7N$)esE@wb&EG9qA{7HWB+cibJ4|yqSKW#fpvGzUNi4*
z#G|IQucsdb@C)XCCq<w|eO*`HfZtc?RVo`U-+#%!Uwh(Q<hq~8CzrxovmKmz;$?TD
z>g0}NbhRk8e5y=f*S$e&F<UQ5bG^IJy8iX$Wz7T1pFx8EO#f?i^$OlUXp_r37;WKR
zW>|YXFfgE&v*&6O*|R_XqSRIK)Zjwkf78C`0&x4D?PfiBqvZ1W`8hN*D>kF{#YQgg
z7GG+ACzy8Ge?Pv?eH*Cx8!G7J!>x_xjv0eD9>k1nUKkAK$fd5(R4X@*MlvP+3rF3s
zh7Ww^9<h<`-%FJ=6+s#cKAdxszkO>DV%S_)q{%0LF9(dU!g^lHbu|8c$vP5(G=!e)
zKQ^lUb7#V9B4qB3MV2uBeaTNS!g_quf`4pT`{$nUP=(E{Kh)d&%`m-v-9JfrOWj|D
z<1I7)GEi^F?vK5(H^SvsRQ)1`Zzc0D!{l}%`ctR4op*m-QQoQ<w`#_pJ#edL{4#_5
zB0q1{j9WG1&l%)b`FX2m{4z{#)r>!x<W|l2b(q|$8GlZ)x7LhXHRD#zfLbhWwW?dK
z>dy)D*XiO`tNL%#swk9B6FDqqp?*flQYQd-c~~__`?UC%;(y`6cb^_3sFujycrc-u
z2dRL1N65k2u*>oG78Lt%YfB4yUboXYH8H{EwD*+*aifi};P84SG@0Lx8@Sx^{vOnq
z*8ug9&eS;&3b-c?638y6^1Gek^<MJ)O5I;7A1@WmI}BI8`q~|txu?8czTK44vol?@
z|Lsf0cTc1H<=GZAugP2!0K1ok!?ahR9`es_lph7}R$)sNXea-4Y=N61du*^=v-V!0
zUI)BfuB)p%4OA<7Rb#c(A+-$6cI$GuuJX2Ub^FX0jZl?-(C9ZV7$h^T@19KOhQ^45
z<c+x+_>@LB&gfN{XkGqKdr;t~6*S7|Q~}`C-f}M(1ZaY09ri**+xyrHO-CNN2s~Ym
zwX5Q_;-}5{t;<l<V>EyG#=EIh287~$K$|n$=*APx18xBq?lH<N8xACKIc!fu6Tvq^
zF>?r^nTZE$zSiu$q61X$hQ_QqJ5d<um;cUlT1geAo@|nA-@xru6t#L7eSW-?V*#kM
zrw6y#aPg|OHBm)Fo%}Sp7f|>tr&ZTWgF)}(S9F81O1=A^UU;6$rK)Y0{LYK269|{D
zo}-nclcSqskYfx2s~sI34b?)+ojK>sy=e2toWm>N9gPr3#U8LB<tyRqb^`(h=A=Ca
zhZ%6fJJqcn+zRjiHbMZ(g`gi?sGaPpMLk#FSXx#V8Mx@=%}dP7cL6MD&2?>PE@g;;
zy6Knqc{NjXQaaU#`dEw#d5_-w&XrD&0%Z{UWY6S~<b>p>^G;d3XgLM6%bl)n`on`t
zy_lnsW0>PMCA_gi`^n13&_V|(;&NII^}~MGzs~TgjW?eD;aS_g@@=~;UW>eowdg&S
z-q0HYF_wH)bESw|?LBo@-H!iVPo|0MEN|Fu7SuB|Zb#-=TWC`Y3~bPfGsJ+Pe(6aY
zMmNm9{pA9^{r(=#-?FKKPGo^v+rZ%tZ@l%<<^(jVBKab&st2<V>ZBbx9NDXHivU34
z<qCCD3{pZ3y?^&YlkkerP=hk|aNcO1LYEmz0e4D)i~GHK%Zc9~e6iBK^1HByZ;vFP
zArAwZ;TQQl&~S{Djuf3n;}zP()$`vyK?QwcwxDh6Fr+7TmU6CM-JL8B1j1Lgxfc3G
zJN#8@I3ut-xnBB`&YXiTz@&g90P??hV{ZhDVA&^t<l+^>uh0G>aeftde?R&BXKn@}
zdH`XgvEoVpCSdI*0P1^G6c;lm*FOTtZo;enC06PuY~+6^R_eci5X}BFnCtg}Qh$j$
zM)^xFo?C?ATZG_Sgy36*;Qwb3g4w@I)$gMAF9^Xm0j>WmfZ2XRr~iip@V_KM`z2Nt
z<wtV)-^Z$Q{0y)Cw?yzQLhvm@@GU~{Ekf`uLhvm@@GU~{Ekf`uLhvm@@GU~{Ekf`u
zLhvm@@GU~{Ekf`uLhvm@@GU~{Ekf`uLhvm@@GU~{Ekf}BI|#uy4w&y=nZF<e-((y4
zXI~BbADK;@ETMT`{zz!TsATuX_U6h>{uLrdHDf(nBWP-ue}XdkPx)$oW=8q9d^IyJ
zUS_@4c($ZoPESbh5exF_;ouy!MbLS-A78(@Fj$nH=B;pcb~ZTL=iCUL%?Ic8^aKS3
z6^y#f*<4QuOqC$f!3BOIDZc%>?SlW~TyO!8bYaN2M7ewDQhfq9I0bY^+Zo`SJKA&V
zsM(}Ez0$EwK8p0Nc*_6>B9UhXFluY<4<M@bHtfs3u#f{SgBfPoAy+t{t?2Wes^j&5
z#HS71=VM-pkNNHQV@?@ecPuxLJ5E*^b*Il8bg!_FR%qjR@ZQofHeYTJ@>^RKoO!zA
z$Ap3aE*XqQK$*)fBx!A#H-yty(nxbUfwka<lk2(ww;HK;$-^qC^&gwzPD&R91ngP&
zSzPQ$v1d$YU56bh4V^As!R`Hp8tyj7$Fh$7Q`Z+x7uZb%H4}oUU+3x$IpXHNz1poz
zsjJ4(X=xx_p)8Y+O;~icn?KEBm)Zo3op5x`yoE@@x0FksKb%_4e3k8H2C^s?#p@O0
z#|(MsUMMX$ha1b4ikv5pmng=%(m3-aW6;cb<|A^CXmFy&aY*13WPacL>%~K+*6xb5
zkm{9f2RzP;n*Bpu5Plht+;wj(1i%*>Yas`8)}$m9UkRZEEPc8BRs>5Sof>TGGx4gA
z&h^t4EnfhaMBP2*x-Y&CC2CG_tcPVC{ip9Pwf2@spT$28ks0uvT6o#LJDb+n{Mc%(
zB3O9?c*(0+ADz9+n?L(hd9|t1_>dSoReY}&omz*TREmd`xk>hjM2wlfcS(D9Z56oB
zdv;juD0BJdv7A(NBL7JIIX2i)v}Z~$((8Ip|DuX<X}P26AZidYoM&QyU)OX9c2D^1
zx`${qdK4dc_XJ~l=c*nvTO#rO=AI)RrlnZR$LdGpHhd7)!V*`rj1B_a&J)9Q$LZkY
zQ+)I|y~yo{(*6AR28YErIP^{gm-(wjseHQ$$4Ouao-#cNR?G=F0yG3g6;{L3ezYAe
zxD+HQN@RWtQwA!m(~T-lq!>cva5E=$(dT`W6rO80Jo;&WZU&$6;Z?q$&eGy1m9K_0
zTjx4)EYYe=Zv>^;m(1mtk>!Bb$G~eqQ;@)kmw;o<1$f)VME28aN(K27FW7x82Dj$!
z2{(%LFIh8WwK!?tRwObX3`22MG(#okRAlh-)qG#DEX{n=DP0atv-M65R?KsVyGVnG
z<BfC8;d^w$(wP{?p5_7yWFZL|X2L6o$=7#Zj$pcES%#=9e=NP+N%g&_KUMvZU|(R^
zO?ztOv5FA30`g(LS=pLPbA1iES41>Aqy|&Ln%HX*t0F!|{i&MQAmP;l;T2l!f`Qn|
z$^D?<!0-UxvQ!0uiJ(-q2SHU~<&1=jE7y*uU&FZ!*ul%YhC^DVZkr?@PNNX+AVwfH
z;@80ZF93@`bicSL{^*bXDDnMIV>Dt<&1pK0NLij7v*~@G<6FHtT!Lgq`yGc1sa27M
zH+N}%vr#lhQM`-E_XF9dKRyDJY~cU`AaH~l`NL{=+@Cbd!bbu;wg|_LEl~P1Tf~iH
zBi_<OWfF~2t^f1$P{FPhtQc*Y@=5o3S4%xMrDg|!Q#b5LCE)qtNUzcHoc|08#Bd>4
zA-hlfX%3gB8pMJ-v+u+LS9u5-2>tON|MCBF8EzT@aKaerD^ISX^j`HVs{EYNBq*VY
zab}ZCJpEsv$N%;+^40w~oLpNKaN763OZRCCgqAE!&dlhNiy7VjK1O0~q%vZDa)Ak@
zK@0YgU`wz#W^D+@p!_lp$&4`B{cFuWQbDh6R3?YaVKO&nZCd+?=Iopw9|5VX7Rj>y
zg171v$3p&4I+dI5g9$z1ycu9<Hn(UyxU<DPs=c{ICfwWznTe_pl(1@5yMOX0f8tZk
z(j^XvE8Qnr{dipUDgastmIA0$8MlRvA{cgeO(NV+1A1>OKQ@Xi@IPIH*(i^YQ?oQJ
zFb0`^a@GC3?}(iR3+pO;{>}6F(?9*wT+B~TjY?pGnj&9OdQJTzO`Iu!*NaBV&nk0h
z*=z<_zVY+l-WqXx=Gt1|d@|ivZy&#t6hI&;NNBUALN8oRbfBIA{vW>{2|8&?Qmm3k
z7DSqY4HM)#>TTcnaMR}rd+1Rq2t86kNxC~_vRyF$;M>hDa`U>8q-Zx~GRv;h+Tioy
z+Pve#KKi~0goiDJs+rX1xK(X&Co1jG7>-3l-t_;&TR3_>xJ7(8_)OT-cc{H6RH(xJ
zchBR`{_M|`t)f<{>NIhQ{qfpq)HkEkS(s&<AlS%u8Qqjik-@g|H-o*o5zpm?wIs`D
zEk_NG<6<D{nbsWDom`XXxC){F^Vg%Gy~OeKCos*=i2AVr=lH<pp?*`El2*<X#(8l>
zif{a!M+h6qovpbsz5TzQM}7AwesV7jDBuX0!P5A?8c)YQd7Ze#-g1KpPa^M{PV(63
zAUp$1bjN3cZKN=P3=6W522}OF;(rZ?hxH9UIhIJ}YfP5zgKsJbyWWJ<MsP6G{Nxvt
zi-7IIB6pH3&QB&^J>NS&9RlG%_?AMLTBK$tnK6L^P|F@dEH~~)Z9>cKV_V#}-={Vb
zNcpUAv;d`{5=Eg%|KczH;xGU5FaPSV{>tZ{|M{OQSOMa>;+hO+B-&WZcP^gde<|1*
z9kWD$blAvt8Lqj(87{SEA3W5}jo_cgDkBb`6d=cAX6?(ez;m`gnrU5i-@ZgogHYy{
z6S@geP~tYwxZN?OFS?gcks3k+DQoFLQ~lCp>rW8o&w=d>v%1tHL{PO$I!?Ue;dSH@
zZ@Fi(B{^vncA76=1nphvKD>SWYvO7l$l%SE3O$LK(Fx>;?uAXi{F$eTH^H*d287#G
zU7`>C<InVeB42`8jviq$FuS$w>=h<s;Bk(66H<Gb(^v1A-!R!{n9MTgk7MC<d#`^|
z1aKhbpaxaqA=ku26+}{U!a?I%vsVINad>bGMfc$?Y#L9(=c5HE5M@G3|K@N0=HI^z
z*Xl@g%1Uv4nBj>|zXM<nicBd+W*H|7fBn~g{j%r3w<$N2FmXutd96ph38O5?1tA5R
zy%<cI63+FI5UH>91tJ!72NpmSVd3Hb{XAS4oS!{NIFY#5J|p$@M2xT{U&16Wd<M~-
z?vo^PGI++x=n_a-<0n+@!hy<QFAj;Wx8_@AZ3Hc9jOua5UT9<ME9PJ7PUD(-%K-<T
z9v+fJMCC2d8`N=e^N}3QG^H=30ad_*KS+yzylRZTPUNQ)NGO}gfEpn)ZrIUHkK`rY
z=h`D~qMChYsfLF+SA@xRUb1p5)D5+&Wa_5b2C^4F1p?(8Le68bLI~fmOD(uowjo$*
zHpj)V=zgT%U<(e+U9K%a{i>S3`@6sU4=>|y|MqW{k3vrEP~djecQJhK3qS=<OcW8J
zOSRhQWzYZc_kaKQDmOK20?nWMf|LxVM_eJD8#TbZum~ZN6@euM(`>?t*{im+OM(a>
z+~cs}VzwT!+#CQjraby;X4Jj{l6MUnf;{sC8?S_xcoXB)=cDfklX2TUN$vA+ogK5O
zeKV%F?pO#Vtj_V~=1HS&T*3e3of%gO4G#F0cZ#-DJ_pQ(7GUoLnE4Zsu4PTgJ<$od
z-6u>tWIRq{;FN+e8Gt!KA#lhXCc9}DSr&p6izwp2!kvb0Bg5|82$P*m@Q}hV6(;+f
zW^>$qS7ClKWxM=qBM=UhZ^)?}!Z+D3^IhYx`?F?|=QW+2ZhxCCvI}y~-wNmq0;>)x
zn!fY@ybKjYVAYPY5?Wq-DvWnpz!92#fnZ<d<~I%MO7>Nvs)rr{w~;;n-{;}N*L0si
zYTvw}5aj#kx@<Hvl^(}=rlMM6iNMl<yiYmhD)3~ApGGVwd1qAFJhTN$Mq7^%SdMh-
zYm6H%44WDrnP40mXrVivnyJYGB(FbFr<>hJfCg9Vp>&8sED>khu}NBGZ3?XWc8PD&
zosq9kjy?}xxiMQ0s=tZ(%=L$_8&^mYv2EY!%T54HTs{LJU<3XUofvbcDKI~4QQZhc
zY?=`K)BQ!AU*5`!xOX@SnMi>OvJvA>ZdWF^f^30Eq@(r)`<g!33lBY2GUXw9fI_aq
zC7-U{X<?c<eg1GdcHs|#02<&xiemB&w`IQtj{jj-butGV6k_3iEZ=5}kQq6NZH|;`
z%{dBz6;4~gKmOxCY63oW0Vg*Fr92gv63eT-!o1%CX0SqQbXN68F#9Tb=#laCo&Wee
zY~Aj|E54c8HletJs*Er@H*(#L%$b>z7ukvOL~5=DOU$DKJ|pb0kmi+K(<@5y+<E>k
zuRLr<0Zgz9vvX*9Zbk#I0vP7_j7z48batNvI|WLBNury;l!&MwO-p-CjMY_N+uAtB
zz7EylYrKu0K7I9+HD?1IEx!&up6eqW4}KMtQP`0aNt{pezQZNlYx?wyw2UARRZoFj
z=Nnxv5~B&GnJig_=&AiY|0d>+N9I_P?sEj560V;GzlSI+l}Ft8hky771TK>m(L6_q
zrN4?`7nUZuEFW08W78`SImy+85Vr*`Upelk^;i{$51ae-r$ZohQNAhm9@^7-QVXuB
zNA%g8Q0qY&e48yMnRA{ebjYl(g`jY9W}B_&S~%A?g=^u=6nknAmH^n+qYUk<_S1S)
z>pwjY7wJCkdkR$^&g0@8C7c_z_0SV}speE?=2@}r3`BADXkLU%gWykEkI$$UvmRBk
z*_?yh1_uZriQoo}5;ap%4@P3gSNCIzg|ztmgfe}Ldr>4hlUJVn4igUvU~Ee0w8;l%
z%_ObZYq&7naX)^dt_xq?*Kn^dU(cC5MRMl)W7o_kt{jTePdUJo^qu5RL_$lg0Wfgk
z25fnLMAsM-pb4g#3?&N-zGGEvx|8l>rnNVJ7EAbLGCxg&70cFg>`f*|AK2HklHAu`
zQi92BJt)DqRBQZCep4ObO1lhO;K{<r(y^<490VkB@(pe9O)aO`QxQsDfqbdf^ToF~
zswSsOCD14opu*8;9NWBfbhvZ003?4`W1U;)K&xO0LR*g)E8FFusQI+@T)Up5U4QQD
zadDQ|HB$;UG0Kh{NmdJ%SRDl`%Qst3ELaF7FFX29eh+Nlq1Y&4F9tc;;j5c)7H@ix
zsA&bInsQo2t-<&PXZi*-0!4+mmyssk-pX<mDSan$8bYR*#l83jd;`I95mz}GKe_6{
zO;1VL+&yYG(f%S8I_Z&ipF<JEnmEX($^a#<z9a%uXl8O-bPh!cN^}{%x+xq%B?W0f
z@MolO1u?t0pO*;p3x1fE@Jo*}S>CyEr}bQ4d?c4k?G&#u*<RPyLt)C~q`0l;T~+x-
za<@jlHUd{cYwL*|MLLjKrK^|l_A_ri3g^piA%s*-e{EBeic!_%*ES(g)cy@=dXP^e
ztw*GZPMNFdoY`(x&5@3&Eh*S;?fhxqoE7^s#cVz8dhO|uxpQ2+W{S5_uu9EQuvLI)
zd$nc0^&G9IKebh<>_SZVru-Sy9}O428WBL+D5qqHHTnk39KS27(baSx3Mo4ksJ!UK
zL!U_^99S+-1jrN>HC*^Avk_;6ggH-mWz`(@lk==)bmsLJzazPy{~Bf<LBVsL@FA1Y
zzC&-p2uz_tiQDyAbULPyFcYBYAYgLvPxmik5?avGtOLHasp58@(&J9+Ihd^VIL?L1
zc1#h;8lQQXbA=NH%b+Nph2_e_v>t$j$t?{Cyi0Ss*IxXv2wVlN_5KsJ9`sg0Wilnq
zX_<cFFeWQN-A9dd=tQ|znC6&C%5r8?mHA=$S~W)=p;rK3YdvZ+zw#+t!?pLI6fCcD
z9PQR^7PIkXmu{552O&6LsrAry3ZUu<ATm%tg&)yV{*dWsG!R@SP@6O$$P1_42lx;+
zq9<AsZR{^U%(evx*^oqc*d(XY!PHD5JCZexm<BX<cqIh}d~y+2E7ay>WTuU5mzEcV
zkK}&xYix#@T(T*YKqM&LSx{0BYOn+u((Puz0lS$Xg#(`hctT?;BQbhpf@%05Qx?Lu
z_F2X;Be*54Cg@Y<TgV6yIN9N=n;zMnwcyWB#qt`Hm69z|M79<n=LO3*uEzdE*tKQ^
z`4%jHas=Ae^GVkIM9a|t>(B#96e&XDTWIi8w4PbuEtzOC@hp>{wC{N+Mt?q+<L~|z
zv8pjs)sszCkgAC^0ml}vCG@&GCCm#Kc}&52x9U%PxlqDxreMv9Ai$j4>OF!me<#l_
zK95X&!PZ0ff(&q~?L~u2WCXl0nFD9sjKZ6f29)EsR~z^Pfwf}p0;vcrfnq!Yg>~$R
z7YPma?WLO#Qgb9FNleyiq0QQ+LCnG$VaK)MW}M__hdb_@^Y!`;!pK+NBe-E}-63Lr
zXsoyzlwdtofNl4MoslPWemxQ(<E91wb|0qF-53wsyGx<tQv3e>)+32dZg-gMDf`EZ
zPwm4wFFs}Rww~7{<v*SKS3&#fT2E=5)3WO8uWf1}(x)znylc|u(`ZR5OplJLiJB?&
zv>qtkq(n+79f1N^)z+i%?V=>-4}FT)aK~_r^px^MjVlP(#@B-V2CWAy+~$1!At02k
z-GPjBL<lSInn(n;-N(C68b{C;>=o(?R6B+3fS@sHJvl#EHTBc4ZCV?mLObrwR#Fvp
z!PPj)ct`GJS|#yjem`@wmBqIiQJO*+n7-q>$B)@}Fv?nPhlew+UME1)Ool()(tWhB
z9=+@m^uU;n^5SE1`hM-lT9`cFdU(hJ(uTnKd}i^lm~5KEh5&nLnf6O#7p>VKvu{10
zVcJi+wgp04@Z@KF>rsYkrv;A2nD1PjQ=f9kpz!KWY53G=d{v36(jbh7{#OqbW7O$p
zep5|xpaq-8m)4_TwU{)T^cw9ZBVSF3Ak5#%?ams_>F#r*X6nnn^>70Yfg*pCB9Od=
z&9gByIwFA4E8cR9l5if2G>-gS#uT&}kNQDdIx0|o@e!{K8ZPjVD#{~;q@R}aD$C>E
z#Hz16(a-o6am#g8+67np)zhHr^Ja2Cb93ga#OR?efIL(07w!e{{#11Y#pmg5-EM&4
zf1%TT3O-^V=w&a?NbY1>@R7&quoK9^<dFG=#ZP}uCJRk==D{H33G&l(ccgn;&u3`%
zQ?Eq^ltbMLS_>qk#ap@&Mmb6m1hRlIXp>?Ooo<4VM+)S_Ti|Dk?v8!Nk9x_GkG=_k
z(D~%Q3Q`mqs!s!Qzj|w$I}U6&4}=1_?*J%Tu(S1$msy)>b0BpQE%g~W<(_t_X-179
zEF(cU2wY+Os;wvLk=7$Lo*e3t<ob+bo|=Odq=s_pJ~;#2{N<-~ssLIgUZeVXr}ao*
z-HUjZjlrtE^}_u*djDoxKYuf@L|uiJ-w(BeoQRMu?ZD@3#6pJK(Ra9g)7#!OAzcFq
zAz{GBWZ+|U`#!SG?R2R5cZ<9=j#7d%W~!72nLO>!a3+&^UWd2!e4cDSsfEx0F;x8{
zZ$0D=vCT9;bV>=_3_p)j8YWkq2@XmV5R_JZ#%tY8Eu{2bv+t=nQ9LR%&wFVuwrJl`
ziB55bi*%oez;vLR76nj=%H*{ebKis+-E2K9r^Te{*sjB)G$5aD@>W~SPyP8FX&x7a
zX=I~j>g%<hdNNy&-T81pk*_}Mo?Orqxv;j!m??mX*TH}eQ{xCAMxjT>Yi~W8c-9g_
zN$lEr5UPiD?9RnaQhkw|HchgiafA~nl6oA#&va6>IetH6q0Zm&Ds#GBz=vvin8pzv
z+Od5<t)aE7j?nnpdRnIklbH>fCzDgimPil>xPb{rf)1+W4HxsV4mfNwn2PYu+oNEN
z+!us9DD9&k4T0831+8*{S~!s5`i>mksrS$fVJ4+<@=LXzR9u`7hrKxDq^-obZA8@x
z9eQK3VfW7Ii;tN!ZR+8hY@bz6Hgzj{J4+sV3YN~eP)%IojNu|B=24zzcV6B6om`k1
z#G#q`2Ce6M%(zM5;8027A?T!|Cjr2USELm{AXHd#)Yocf>&f5s0L09|sP$MbU+xsB
zthJEH0|!b68*e)NRd3#8#c|vUD;f(<Y6K9|2*ff2dBjya7X0uKEDSOWWMm6~*)&YM
z9<gj{%sM@Mex~XTCNr2K3X>%|Kd9P0C)J+f=s*(W(_T5HZ0mU>#lO8dNE;ed(2mwq
zVa!R!Q|js@lQTK~giegSHl7ImLNf~;?ear3IYL@Rku4NRx?5`SaoInLrN<}64KigT
zO69(N^#y~xD?L@IM$!V(8V)_|flz4ClY;;^MTUJxz9Txj2+&P18ZPX`J^N-T-XOp+
z7Uqi&^op(PX6najJ%J?xcpNjPlOk>F5jz|zfH@nt^~_(Wk|PV#dKk&to~x_a=|0uB
zWXI=`wXgj(I7k_0Difil1v}Lw7K9g$K(GQ6`Ucms5<(j2<E|F`==mK0(;9lj>ZYh=
z9MvR2(lm)0CJW?=$N%nkOm6pa(FEOmGYy&TwXNsz{QmZ4Vk{=0K?Ut*>p5y<7CWw5
zerF&U<2j63nA0rgD>`PCp`i>v(0Y`oB0XwNA*+Z8yAp7rqq(Ww2u)uzT=<%q=A>#`
zGSS0`Keq)4B0w1j0dg|{Ccx`kkI-USwemz0G<3am9|)L`;o2Ne^WxL<JO?7DKH=O<
zO;wK_pW=-LIQN(QEbqbiTJpdT2s{Bu-*EYG^xp%4`E{bvr1a$_s+-m$;|aC`$W<HV
z#mA|G9>QOm<Oon)vPA1i_eq#Abeu4Uu;Z1ZwdKGGA){{*@HjSI{i@fto6O`J%E>8*
zWe3i){}yV@$=iVxzs9#aZcp$_#R3R10A^nf+$2d#SmNgLww_6k)YKD?pPAfpdm-}g
zelC+BENy5_O_`jxWBByM$W?Zl;=T{Qc^16`&OZ795y03eX9W#i(Ey#)I}V_0gral}
zmxx2P0#_}+4)-(AMp=;;B#dC*DMLI|t@oKW3(dYf=`Re*fmqQ}{`++84g!md3=%ZM
zg*OXf#*MH&gs=FU^DZ|;D#o^+0GNVhzn;)i<?NGJ=D6S8P4?AIPp`+tR4aY3QR4m4
zS`T_hbuo&_6p#vFI>=Q3lkxNptHPEhG&u?t(|uesmCQ;a`?`<$IB6{l^s_3*nKqzr
zQ-G~0ZpaiCHB+rAAj}ppIp5avUT?eatcXbZ+!uOirsY-DIcZ4{yS5%P%@31(26;)r
z(u^>fK1?QOnhBWPQnHKaFgaw7pJ~nUvqqS5ZI?QEUl87l)z1I!2wdqpTTf3)r7PLQ
zC6z*BaYnII3<G<wBaeKVW-`sU&~k)~GBX<?a)GNk0nRc+(dfnj)FE-~GtP7FF@m(L
z87_Pc|LZePIPa^2XkNa|<bV;v#|?5p%{ZTWxp@%fhLPS~rOgj+2`~j)v$j)Ws>$H0
zn$3|u)9QfxCUAhC9Eg_YP+CdnTLrECD;rrZH1+<C-+JU|0&*1=eu}Xfj{pLsQ0J}3
zCoW0T^{<N3dRSmb*4lk0Cn44b6woBdh;Kd*E`9N@r33^xBZ*;Va^0GeEa#lQ_u;U>
z<@Yttzv-uakGCxx=-bvr9&`uE+pq7m9xM&PaQh~c+o8(j>>_+1BtZ7d<SRqA^}Lzo
z-^_$rChDD_rA)93&D6MJ_wV*yRMu#PN+%bTf#4&RVc~V;kxw&Kfh88UJH&qeM*-@w
z<?wjxQKXnmXUG)$jH?I*t^`;!l(vHthXut|)9~MjtR+&_(UR$*PPdwW;X)8-*R=^k
zuK>Q*dRnkN5j!d1r{Tg^H`6Fps}To)pLPj1t_o0*^1+zO@B_9UbpenmfZAUKP(u`{
z0MmMsaghQc(nO`xdLSueX~LYu7?iU1=sr>`gW!TEJNB~5rbh!pm1dBKU$1_j2=VLF
z2;${5f|)p<*5lK)J7F51IV^Cp+%EZEC+!P)%kcz~08H<`BA=}%^0r2;gJ82jEGd%<
z_`zhkP;{o1$pTc8QX?;zOks|Va>h{dij>)HJ?~BW&pW?mk`svb5x%wcXbt%vkwq(T
zX-cTc27S0QOi+4Q>LjnwEJxAQV2zU_q{Tf9e6#gD)%LHedumkp&zgo(=Cdg@#fa)g
zWX(-Qp)ljmv-Ur|`1tCkM~5fTgqiD`p3JwN6l|Ixo9Ws?%%?2?0_s*AA1v_|O6izF
z<1HnTAmU&s-khajo`MyrRb3nB75le;>j6$Np<`UF0Ft2K+}6YAXfG&cm?E`Mn)n~_
zgc5G#gkbsXK7k8{6JDzr{4Nbh_|^aW;bX<oc?I6qGimnVb&+QzB+>QM9rRv99#;XC
zu7_F=ww{oa<%7wyca)88rpIvx8FG$#Ci1WTS4d%U3!zm&G>$U7o&X=jXQ%y82%sxP
z#Z|Od>}@?XLH5<SzLWoMhBkptQBibK=_rj<IP>N()3BuE)W{g@f02Wp*iI!f^(NC&
z-OjP|bQi&oeNGx^9NK$CiwKbbX*lw`$cs-3Q?Tauv_|4A<Vhs)&T;fw><am2>#>FK
z)e)Nl)E9iZcE|n00nWGsG49Rdq8u4QNb9kjlU)5VTTcbBm<URibL>yX8)kH=9kyX2
zB%soxi&8Bx5{ZKtbp?e62NSsI%d-K+GQvdLBVW?@crhl|{k*v_PZ`hqxJ}b}bHYJL
z9OHA`=5uJq)w~f9WbS=NS~-w%PV0d@k|0u$&(=O=0bC(ik$<H11ZRv*bw~}6!(=f6
zzd4c@BTP2mQ`2M<b(0Gzj+1Wo5Vfu6Ca->zH_KH_xVD~jhx|t`wTW~eyrp%ht5c{Q
z!zt*_$Q+!sBqG_qQ_FhXyIN1`OR?x9$~Nj0=Gy|{4ckTS5j#gaoX2*<Dw>eOjCz;z
zt(O$0$}-bJszpx@S%}me#eTFNadAfY+*5#+L?zE{leKRUO$RLT)y))mkBhH4|3kGN
zWim<CE-B0iU>k=p<p?Y~MRCq~*e60ZO+c%%l|mI#24#&kk8A-qHfIAOZjy-J0A!iG
z=l8dy&*xFvz5lTbd`RozzXOlM1LqZpoboenyWlNXzwD`=!(k)z?jWxN-a#Hpb1f%>
zd6}G6qN%01<EI!g8RiMoOaU563JbDtg84lGrVMSgt>>WMe<EKeSJh_JI4XgkdX4|g
zvIdd=)W7bdN2qj<$SFdqrVLEJj+ci|f0~bnIrX)pO|zcnt%uHFqq3zE52}66|DnB&
zjHpm#ZN4}}+0b6F?O95R^Rr$!oVKMqm=<SpV1`(^5ovl?>tPVc0yNTn=u*z5+=h>W
z4ZKt|HExN?ij*4}N8gMxq|)O#o1#|c<_AVj>YH)Z9rqJ{Ixh>^nh|c$igZ2u0*a1Z
zV=oBTi-S~*$SH&J%XnLl9pmlMdhBKB_4egwf=%}U6eCt8Sv5t^gPZ%FrU993Q^o-Z
zYVig`W^<4TCQ0J)39G<m&YL5X`)NM^C&>B>asru?v-P<7^;(a_K|ZDNCi3A)tK*T@
z6I5*hSd{h^)JaeY8BQv$R+E_$YP*akH#}@+lgBTP&y}lt=X)V=sKm|Iqe0~VXhs|I
z`&+vYdQg%_hM5K)(u(|umyTAmnvn?)wjMQ}Q)Pe9n4FJ4INY;V-x^dF%`vKJj$v6#
ztSscAK@!zYmaANts6^e$LaGvtO1^R(sp(nqwYMHsX)hf?wQ356n&n%>;b!}52>gt4
z(i6^Dn}vB}YNf+a;AvRjxAn-;l;5--;RNK!@BP+u?LNdUZJHfw##BfZYn60nJxT+j
zU0}Bg$N;JCC7ZU8JFd3xxOOK4$4q!+m}$JM`{h5E9gfKwx1*~wb~KYU?p+TF@#kZL
zAdn)T*7IP~*9bWLVC!+B<F>fqiHh1sm~5~7fSl|+7t`&3IfKJta#~MHKw7u;d@S!j
z<0@QLGU^NQkl_b!JyYuAa7tSt(A%^RaunrJ*GgVFw0EeiD2a=9iqf7GP_5JpBdq16
zDZdhEb5>E9sSMMf8ob|n(nM68>PyX%#MwF{r`!-lj*Fs86e;tpVu$BHa_fN=#Aw=U
z@_VQCM8+j+o)hFTM{8-7?!5j$DOtO|0fh$gXfmLHY`K;VMpT!t@S!au7u?Rio*HOo
zn0#}1lxa@~n(@D_cGG;jycWCslG)jMLNGo|g1uK#(t0NHX+3HBh3Ja>ds|NrQIp9y
ziTvSYn}|qJI>AaD(n<kXEHqs7^tG+$z3Kj`=ReYVew-iND)q`-X;bg?%A6|0_OzY|
zPR?fNZKnAI;b=WxK*&*k56N=nX{0tOLw*l2jf~J4%ZWqW=%+jG*PolMhfe0LC#@%^
zJ~maK5a>g?=R7V7L^tfh9NNV~Ir-BvH{r*8>zM)w<m5;@phfrJdMr#A@abBvAx|4&
zmB7gtxZo*45-o9UKsVojpi0*I`jZsQ?qe6D+(@s{3v6ndWW6>#HOG*BBW)<3zFNiM
zDgKQ;t!KWU{zR?kV6yPbWQh)w<)ukcO|IQZ3e3UzFxjVc%;R5<UhP(2_6NzITC0C!
z&L6EurQ|G)C$ital+k^@?>{rB&N~xQ3Du48L>O-!z`UM>>U=iB^ZYD8v1jXfI-CBB
z-~F#+JZiBJC~Nf{@<kb1ELw?!8Qmi$*3!eAOY72mTTf2iPlEMavx(xh<07vJY>tb9
zRkL#B^LSTM-F)Uh9iD<_3s^xcZpYQ2m)O%0<{O{D33Ya~7gd=(_YwX>21Jznx)I}*
z-}HCh%An97OnxC;ZyDimngUav5_4_~U)CT-mmX<AU=bjO*vk?Ox7|%vr0D?7M*K0y
z2;eq7hWmyIGH8C<&{GF`9x-CcYpsV%GE1nXl7(a{X#(IQIA7-+$a62dJD)&4+(z#!
z@^%+HkPYq&hv$(3WXRd3l{H&WqLvyLqPY1AQ)Y%&5|?un_w3@j<j+Q(51(y4*DU`w
z?%-<V2=R~y8D{Ir-^=8mKx;!NfxtOKs$vZEa!sS&9A+Ap;9g%Y($^UG_eaVBu@wkY
zR7E+b63Na@ov*hhBPWW+EDw9c%Fku7rj%5Nnrd-H8N_Qs-#GZt@^t;0jNf#r1*?t(
zn__3g0Gh9EdXz3^_h)^2`hS<^+jJv6G_9nuSj$N=LNi(L$!&_=jWXX}ulXEJORj;y
z0U$F1@MudcB*l>kOyC$+K)bJdkI=rPvQbDi1<)3GH?bow&DH~xYjaNnN+UCY=V=NB
zK?rcb0nn8O&7-|s7fIWhKf6zeA;uV&4)z6JoT0>jOXhIL@Q8BqgoMJ=Lh<sD&G`A=
z)>Fbig7bCGY&}=xi%F1AfpDJNyiIBNgu{caCmqv#BTNPYK*G$MOoo5Ee-SQ|wI04<
zNSM5>=bGZ*%$=%4#aw-9D5O&Mm8}M$HTc9^5{gdvU;-sXm=t5m@U>5KNUq5!7m4Wm
zMUC5t@hF~hM&Q&!E0Lc@RERpEx_Uv~sq+|{5kK?R!<zCpSv5ryA`8AM9FI(xt%oNX
zuEA7Y5*jVCWQuTH@)<qnQVMpu1Ve+Jo2@5hUX21&8bS4w50?818JNQ`a>r+rxh=+7
z;F+wtJ)!_n2D^aqyR@DwsX$Qy<Siyd0HsonV0djk&Aaa7DVs7#SIw6c$_W$5qyYg6
zAU!-cn=X=2Ppf`51yP703r1N1J!Yj6k_PIse+)N0N)^ZmPttv2Fdp7-J-lVa+AHBd
zrZ8n=kheRYq@3>~57G~`9w`8ttXXSE*Y0FfSj_|BWOB|?922+!XE5G8L~ZN&7!7`k
zRR>qqa=A(wQn?z0i^>{OMFZ8E;>9$>!t2N*pJt|(EmR09F6zoG<8(fK&3(qP@mh)e
zjH^@>&yn05Hj$Q+#9B1XXEe=y)`VksJ`fpoK^6=bzQ!>VS|(0haj79wDn-HVXrl_f
zYU2l5&r#`QD&g43cC(vsiD*PHgFJ@~GpUvs=j7%HEI&f)X*=d{;^N^<Q{biW;FTBi
z`+6nasi5b~|8nY({l5Od(30k{4G1PB7{!y&r<26rKK+0FwEN6s2@6l0cpk9^Iu64S
z;M_Ku%?x7ra{2V9r}!)p(t)?4kjF_g9OD=}T+$HZPd&Lq_>ZYaY6L{@LY~7RByKCN
zxi;0BRxWp;qNv5ItSnTCnoio5g}%bjqcAz|{&|rJ_zoK|oJ^K|00Q~S<ZV44qrp$H
zs$9)6N&8TAh!M_2B~mHqr&3TcRi>t9l@ZVDcq!;#el}N_%5!q^kxC@&Q+$rHN>Qr_
zrm8Tg9&gnM0TGdX(}1|0;j5cb7}F9jBbv_qfsq~jXT)Ujsw`DD<*`2pwO}84>uIG&
zNTZ@03;1?SGv$wwhQdSTnVN-RgpvBG<%HjvZhHE?T2GQS+p)X{6WVgK^@v*R*aE|e
z?W~~5f!Tm$#KN=;Ic-8=SY!}bT8(NxFr%MPvbE(@)F=Kkl5;qy({#|@e9q6|j{8O$
zP-qrwN9(~H(#juPk|RDKs>+fz%k5%2)KWg7R({T%u|IhIN#yPRf!1>{xmA#;!%s<n
z;_)++fdEGL1rD^yWcOi`J{8Ub4Ro{gr2fPBJP6}X`!)!mYgFQ9>%kV4lJ^K=7)?_t
zs#Sd{7Q{m~!}9CMBcD?ratMsNq8a;!jarEZ(`M^IJk?=SyORjKB@Pq@Q5m5v{cX@4
z_w7PqawsKAhTV-^Tkeqwrqu`wT95zPkxw?+Au<}SC5Jqw1m4?vY9u;CX${c5d0d1)
zrQ)rc<+e}P?p&Kx()1l$PcS($#jCjbl<${}!&V@$rTORt2WT|oM+rn)ea8N44G4d9
zI%e${H4BZOo6l4C!8)EudbUO+yAyvycHqVzswn9!K)8JeNiy1lJT1p;YHJp>upGLu
zlw~(rOZf35t>;Ru8U7LbBVUUQ<Q3h`8o7yln*MuRj}wJ0(t4g*d@{LbFzrULVmDlb
z$vH<&Cd2la23r#jL6CisJ_5+j`H>Nj#G9>0P30`D?}RYQjn<KCrK(5?1$u|BCEm>o
zbJUc{7;d4`R*8tmAf~aOE%4K()L=4=LGB@&5kFa@((IUqmdI%#4+%@&R`QP)+~L11
zOt2RjVcGl+U)}V`1k(~MO<=@7=QDI4HrY`rrX}#!8r?e_OMsN8700Fk4Hx7KdLFg)
z&<D{)Kcf}!@l<EzB&C{_NG%z02Sl7<$}or7=s7<Pd->`<guid=5!cKVf8flwdDwU@
z<8pmRTRh4LC5{FpLAZgU+DBkaa&b&@CA4oG?!!=85ee*igyAA<IgBBp2h7`jtjci5
zeFNI;m~TgzGs1_qo)X@)hR+8rK(d&!cCsRbPk`^$4Xa>M<aNN*+T1#==RiKS974)k
znJgkTB1ZF{c>L=h+|qg?0%5YP%VanJ7A$th+te3|P9_JsJ50tINt}XUi~IC=FK9de
zdm(_XkF=hOCpIe2DsU*r!kuA`5h1b=W7Rvpsk;#JU9IP+3r19gg3@s`3q$XqFl@T7
zWK2*yIE?4Va6gig%3{Pq7WAF|7k=F2q?tzvh)Bq)z;NMf9ecd>sH5Oke8>gqtA#lB
z+*O|1$_z(Dyb6ZOxpTg6>xpIt5a$gFOoB91GS1ti8>9xGUvm|t?A))2Y!vXb9nr%v
zhwz+m(n0Ji={5>U<ky(HODp$G=BGB1)<f&0Al(O1HJ~!*Ad;uVnUS<G+-8IW#5`~M
z>4Tm!Qm&@;K!7H@?<ogTQ=$;gBM4mafk~j4O+UzE4u(7f|MUw(k*}&t)@NGJ!Q}id
z0gX1Vq@XOtgq)*-=fPyf8+v$p)ZMn8Yu<m-JEbe`sTT!^EmJ7MmdLOBX+4UI(oXq}
z6kI<e4hYlZkm^>~3YP3gi)?{ussjUU(Q;5h*+M}Xj6_=$sZv$2Q5DPSN#0i4dQ_SF
z?BhI=t9siV!%dG&h#Qu$bF>~RLAA^zGBfr_L>%+^$<{ORdF{9;oOGXr!zH5?ty&Ee
z+yM*O{4Q@j2#|~?-8pHblk&DW$5nxRQh39+*?=$vGch@uAEveI$)*(h1ZMdrt!+J4
z!JlR#q5Ek-z$Ac}c?>r_!b3C7Pu~%;rbBxTZUg}na@LX{v8VO$L9(c8l4WZP`Hu`A
zXgz`AprU<ep<(!I$lDi(jajEz4n0`$+>k+e6pN_ED>`Uf!sl5F5fc%CMRaMq$-bzK
zm}+5OnY^v%Cv7N?yN$7->z&p!`+_5)+Ei2KBdWFG{LLMwGML==f}<i(ac=Qi>tSJ1
zTH&WCR8v|{`i|EhrR^r0*sf|6_>^lr&v4Tt6HGI?cAkH4JAZSd=ks(LiAcH4#*xOV
zHnllspX>GZ4{kw^$QVfhoAj!3o!>fm$jEcO{;p=-G^XcK6;ZhVy;{#yKbgw!qVqQ&
zfdILu0uYH28Gv>iW|+FksGBzrnt?G)n@t=nz{%+%^pKr6pucE6bQ1CzuDL{7-N!})
z?fE%}JBCLBG|hagL?LRsXSjC9BQv$Fc0g_z(#Z!mJu>0(vU&{!L_)=~h*uaJ*`LU}
z#(xwQxEO=HRS0Q(ruBr$(+9BwEwM{Mn2ZBrcP)H3jf2U+kt{d&t><R0e;YTI?Yml!
zT2o><o+0YHT2C5>5-S^VFQOWzr3|lI*yWIS7O0jALSRHq>+#}q^c}2j(>Y#we4P!5
zCwyr4$-9qF2HlKA^xc1U-m7ma`dzI@3fg^UZ#|BS+%Uk!Pf=&YX9(mV?W>T#OY5or
zUo#cup(LE=s^P-dru$G`XvEs%CDz?TW<rXh`Uq)FIzkly=B>wtoZ>(fIIV{W%dFv|
zJqX*mM?$Z|eZz$Oy8;WH95fxfXSjCL1eBIdLMl4}A?;5RXBV(33wenM2oEBV@Dux_
z5XNTH^2F{TbNgLdk4>K%&qrI2t>f@yvJ{A2Yt{kbEK*x@0QiQBJ52U;ThD{p|4FAI
z?PRP{db}?XnMVrb!&@jKwP2U2C;8hDWG1lM3igsRdXf=YQ_*<qDQ%%|s?RY07`bnP
zX?X*(5a$`uaWt~@GGC`ekf2s;d^^PU1Fa_zu|u-*;$xR4f?jbzwerMB*`|bjC1Nx7
z@6viAeN%QKxsjb7yn`+Og#&Qu$cv<$&cjSd6`R-3*9xsZ9O)>G(LHb(@nOn7AKE*#
z3|Zik;ih!IHayL=yyi&X)No%t)lm8ZB5JWGYd*2J`O1ll!O*^9{#v}fpTJuq;ZJ)m
zZYS_C$L`%xcC-c_@-u~Yg)Xn&s>wowsemSNwh)@Yg<NkrBYlURy!0uzFgY~fPh7e(
zS%Tcm;iTui_{nnU(eU@;Cq)2NLfRabew^0R8bmfjY1BhS+E@6{7*|7M)q%09Lqnl#
z&RS~6<U7Lz(@eI+Ld)CEG$5+Z_>>3*JEbzdsXjGGptOv4wVvq4R1aaQvK|-b@8n|S
z%pBZHmyD|^ST&x%KB%9Zj5t)FvPF?h)Rr6M1r%T*+U>LOpYjs6AI>*Tj1wi&RN1FF
zFeLa!wjhb!q6$_&$;)-j?OY!fm#0=G#-szEuRnGHkQ>50eBicKba)QwFx<a6Jj&#D
zoP-c4CM!T8-q{Fb^NKbo^bR%yctbvdJ@6N@9lIU!<UI?k)9h^2?b182R6{(rn?`c@
z;WILz$8+a-sP*u9(hLdHdFPAIBTNntxAoji{cqrAd7_A@{SVlB)S#gl)qVtRYI|xb
zWu-buoJt|rdJXw?HZxh(-x(&DX0jy~TAs5Rb)r#eJ$6xj9+{J$<#ieURB+<nCtDBM
zJZgU)7uyiiZu(y4S3$!In)~td^Q~uUawFv%NvRm-B2r)J!=m&Z!d3O7b!3EZ={rdi
zRfM@YbQ1A^Da+Y{wG3b9$j!8*!;OADFud7%D#A%9ZnVQj^Pd^_j*mF`;`P%{Pq}6y
zWtCpgpTA04fIuTJfJGyKxBIZx=&l#pivy?_@FVqD-L4Vj?S(><#*Mnjv*TJW!eq$Q
z$eXQa`WCO+3PT3rOL~e+3eeR+<C{$8?Y5rZK!3Rt0>UVh*2s_6dZO(utGo*+(s`Vl
zf<{anu1ruhWX*BQ*&Flk3=>Q<*%Av=YqR_0kgW82T+B}mJ)J_YozX_KGqzxfImbLQ
zA=+XU<Y&P)7pxKR>v2(}saB0fyU9O?@bAF$Pr;RN3iiXTCrB#!*CHiN71&+~#0Ubj
z?`Y^k7WjOniux6e9K5ZH(niB0fNaXU`x#+^o6`ppX9PnRaVgH^cPD69Khyq*o{=7n
zEj?7{E!!^Beq+3U@$ALfAS_{u^YJ7n|GdLu1*q#uG#2sD!?gBdYsHeSk1g^wj{=l_
zQSgNvo$o78G8+!_L27K&m*VcipzF`Ko`cCwjJBI~0e@wcrgLR7dIKl0IPB$o5|V&a
z?Cjssw0-nbAW)M0fNwoYfD{;Nu;tL-PtqN5*icixQWEv6tZ-F#&_)#(+8fmV=Ezgi
z)Vn1XTHfxH7mY}SYg^>3-XF<<Ru7{vjLZ^yu=Rv0a-po0Kbte&o|gHbU=^mOquu!b
zc<u1D1^cnq14aU690E0!kYl82j%G*r5QZeRKVW3=IZIC;^kg3L<;W_*MrH|1jQa{(
z_nGbR)lHA;#?dCaHt6M`k`Abu#*I7Kj1TaSxJk!nMpDV8IFlwwNU>Be21Psx;HV{Q
zp6VJX1V*h;;0^YOl#{`#__yx>-w7%`4%#?l3)_XjcF!(70<kcS9}cG$I9w*@SOQgk
zDj(6Yz@K1sFuB$wI*#SVhcm(tlaaYJb}^Y8Z!MI{Z9P9lLwVdugh3k&`Jq}5qUJ{!
zrI(S)I)oj8Q&UPT2WdrzsLD$5(lo2ouj;rnOfb!4byV5Rah=&pgbM|jTG0Mlxi1d>
z>fc3oc?-7Z{4Rv~wP2eLW)pHw%M2=c{wP>y#Z>Em97D}IJ$h;mC*d&vPAb|`F^qBL
z46BG?BdrpWh`bSS7&1i?PdcDF(PNOez)Ab2rMe8uNfQ8}krP5SHkSDVjSgQ~Zc@z2
zkRz;c-%~!AX3)J3U)|@DX$XKVl-yoCv9H}l2cmdV3FR~UR<Q%9*>`3g9c^enx?X2;
zDvMWqZXfK64>vdyf1t#lV9sYQnI8h*54J#=FJ9nFJ+|OLLbgj<PqxS_PtQ(#13N!O
zZNy<VZ7uIS`B>`#NSF*yTfi2=DP9KE0%v%2F!`VU>7Ot<Om@VQuaw)io-4tA19z%*
zYF5G0{8X!?qX*s^q@$|)0UCT@i+LDEUA4fs6tBusp)?IM<6Z<UWt*me=MgAt4U$q>
zJ1#uRoRqMIDvpu-Uh$@0*(Dkn#cO?ito5W|4+Y3^vHl3zZ*FZp|KIaavtO$9L<y5_
zQFwzRQ!q&@kNC@l;o1<gyl|4R;0E$k`qFojCKO7V@QPWzDeA`#<Y$7Uqq$(&)+`$?
z40m{9Q(FVyAZz9uE_`J$E?E*C?)e{d<j$CU<}kCYu}~4l*w2?XBT1#`7`KIuT3o2b
z4bA|(F6lnJm21-`?1D<9*I=0i2>f-c34Z&|tdYK0HDtc^SaJ|A-hQU_9EC4;7?S!;
z_?Yaxgt|ITnd}<9JwljmJ)h^{4{PC|2M)J7euUOT(xd9BTw;<_dMiu)@-y!g1TDu!
zb*k7SXsIm6xz~mXG{<BcS*Va1nLnB--snTbQ;$<VX~9uW3vFlZ=UY#@4_D`LvHp-I
zK5)h_6|-QKZ3@;|5gH1XhqOy9ydvh67nTL<j{A{<<E@7UN@y32L!_R9La=<GMd)Fb
z;lgmoeH)oznoZ5OiUaLC5@ZBAX(FvbFX~52Im4wR3({>D##u(l4B0<CNgD!thObt!
z%q2@~bo2brnY>~IB};-*T91k_K3}l0GXW2^u(T(WbVCVs!7Cj<j)BoM@dkDt8ZS|v
z!3HJstpYFbRR<b?efAyq^^w#_iII>s9o~M~))OYPIhiaq^3oTdFxf9`Z9Qf3ww}*3
z@CUbma;XmbNl58Q<y|3!z0nOvru+h<3MyzJ?fn=(umv}WPtSO^Q*TPF9f5DWs;1>Q
z$MXo9Mlkg@PDTojPmhd9eNU%$Cvk#hHa(6S8@9{qfEw>!hm#K5DK3>BCnG5-e2?nk
zYeE+fXHo#pA390Z`9n|gOU1Qd)iTZDc0?6u(e?*hkG`YiqlD~K23g~|!Ho_GxFaLf
z3|91n?%CR^NT0wnm~tn5$IL*-w+cS@GLiy3q>YfY7vpvZxM8hpckIiErzl~VY2?~X
zPt7sEI?RoTa1@?1(qV#`7V;zq6__If{O|Mm@uy6MT?e&9A(eoF441;L_=Yp?gHe0p
zVS*KuW|{ySX*zy_g^c-Z0y*H%zQd;bCfJv$6xR{*WSvJhPkLaiDS1Dji-if!w3%}q
zCUZOC^Ha$9<{bx<y}9Sbr-vxpNt4j{++K+%Up7b6;l2Kr2%tw*juhaAqQ-gT#|_!9
zyd!pK@R`>0_!hJE(4vr5CDN1BEZ>YMq?;b8%~Et8=TZW9KBEto<aHozjzQI0eNZNb
z?NY@pJrOBY!-a)C*QuI_K!o@4)+75|<&rAnkKQrO+MU517xUtyW)0W<yB?WR-O#Ym
za=OP<bTzq7m>^Zuaw^v(MRaLB=|1VRl|h{aD@<nDr{SvsBH-ImfF^s{Nz}<s66B7j
zrdbuWPnyV4ed8D>E75%8zsZ(FRBd4};;Vh#=ZPE{a$)4!&3I+<eH}KR4B800c=Fmw
z;4{S-%1z8=gkp<}lRV73VcLWSBn3r`^KC#!u#I#E8~o)FJs4rraFJ#KH<R1+=YeF_
zMO;N@nDi7HDPYz}Dy0D6Jw(Zxg|TzM<>t|RQy{|UFoW~O=gMSr#4b$;QzmcgIY9nN
zzv9L$jmnX_sD@xjetyB;R4bV!Uk{!@Zf?QUYg^DmZnX8Foa?-aWK~;FYXOs$^HB?r
zQ?vy_f7IR0BOh5%%XYN8(o_DlF~Y^eqxJA71*`B4NctKlbLPCSb^I}smw8;YDGiYe
zo@fyHom|r~938z1anfFZjeBi9Oc@b@bTk=M&c_jy4lrx<XE)B<jtmk3A+X%xtDA<W
zv+01SgEJnP12MU4-=S;}n|+6SN9*C6D1c_i?h<Rh#tmkV;XcQ>#BI*=g#0FV(P0+M
zA!t*F<H_TMdA!)=F|eanQVDj<A>APff9fPZ4Su>4<P-1BU@@V=n$~KyJWYoYH$h>h
zcmqC4Nc};-C$>EgS%{w!G^HS5hRMJWlUr_<SQrZjGSh4hJPBWBC63#?MK(<Kvs;*)
zf8nMP+fIOJGY?TV`Wk6E+}^L>00G>P$|*;bU%Js1F;cuCFsek*asol52WfC@5lY|L
zBHa!7E9uwPlS1>!Nv^V%hIK8gM=*S|K;WQ83>S6`6!Ehy($?)+DqYo>$-_A5tDA9B
zXh-c|oeXFY?u&p*pD&~|N{{G2Pj#V$c^LO7o6|LaqVUaBa?K`esgR<U)8yJ(_5R#>
zo?1_Sc5^cdCJOq)_#Ey$$M^IRs+erJ&iwR<{1pS|xr97N-{De5gN^RZ)|2kmy<(gv
z?q|&26tB3!c_TXPBDs@@D5uyt^D)9)^Yz-DP)mSEV{P{dPxuyBd7I(uL^80yg!}Yo
z?gW!3&|l*1LO6g0S5-%we&R)dQi6wZ-i4cOk+V*1myK*10A;g3+}&wCEMJ*CkCDuZ
z7vCn6k<d;4V`el5SIgu;`WoPS|7SrU#7OI@91$*Zfw!2306v{06>J3Uy)=057SV*G
z^$_0nM2_()j#WwW%d-$3e;u1Sx)z8X6|ATu4r(NdnsQbVN9(aQsZYUrs^kM8^o}LU
zpOXrfBE42exgRMo*^+dMriL@R&wNku)lGZxIY;`mo+v~1@>zvXqZDIuZLNCOeb~%k
z(49ybWlQ*xpnSS>jNDJia07yd%V)WRrw{}(-*<{Y9OG(&)fDo>l;uS-DVRG>XZrM6
zhJWchb>36@S+?MqOtlGChbJYz)OAytDieNq!Uy0Bkig0sJ_~Jj5YE^C1OI@KNavDH
zOU<V5+-&+qzG0>WW(s(S$>^c{88pJ=p7a3t$RUbl2v3noauJn5sX;T8>#+y%1mcki
zAi|u<<ltGi_u?l-AbdOI2v_q~BKrp7g~Jh$_tM~9TSPOfQR<Xf*)b=j6aoQ>V=i){
z?u*i!h45OM!e=<N^hi@n&qg_CR=&t-<xA7yr=b#Q=9Cl*4cbCs6p=?lJNl!oZ+cbS
zxFjydr%Mn}vno{CDpeXqj<_dNZHw)3mDVbJ4Yr{Z78clv!E4{~)Q&etjsYxifMY`D
zhLCw8p#iEnb>yZ(Tngs><l7Wy8Sjfv#F_o<&J%$@GUBs^<#4h9$<R0ll{#}X5ud-A
z7|SkHv3s(~AGL<YK!YA6#hB2Z8qf21BvNxMOd_NJVssn+uQmO+G(&TzDL_&A%IS-H
zviZd0fBVE_W<&nGGXfAl?*ll)M?ADlndBTLHQeTZne1B1?A0D;$t>;Z_Fn&_2pp`a
zzF|cUoLHwWs+{WOy)<}m3pAUufc(g2MADBs<&|+1*CFZe%}7d55z)qoL;IbL6hcZ5
z8eBbEWc-9o3Rb<VdZ1ZoxPYgd3`X(ti${>T<7ZqV$aM)06=eQItft^h-wr^sT?H`S
z_T@r=BrDQKu_M}%dN&Pfa16T}RvAyi^xSd8%ZD}{@<nGvorDVH=sO8Nk;XS*P9#Cc
zrgXD!BR+5@j`@tM^Rti4<Q`><V8$i!!mxekP1(GYop(K&0g~&m8Zz)fjF#Iq#)d|a
zd)<pBNU*?Zu&pMPd#&jo{+AvH+4#oV6OW&n+;&zbOQ@b@`C)K=ZTQo;Gf9#=qfQ`F
z7R`|_{vS-9miPK6MWB4kX<v#Xp7c#4K(ok*Yj>iY@1?<ew`irP&=hHf=<o_}=b?^d
zeMU(RKf7s^0S;=xfXTH**44cDL{9=>=6}r3!zIY8cUj1b6_@lunygOKh~0^AIgu8S
zC_}8dp6&JM=}gf93P#5=TxYmHhna?b`4CYmRRqh!HXTS(S`Z~Wc8@2sWEyGvZ1Hc>
z?UG>m6W??eN_C8MLvwgLVPS_$*d<5PpEqT5`uUk_F$Vn98Xpp45?Y!iOwQklF(J>s
zpIlfQz9rZ+S+v1~qv>A*X$s=r75_3>JGe=(tIgi2arsSAWAfx)lN&~r$>t<qA<s8U
zRz2T~uZO^_2oycaK}Dc3CF$|0f)+YG;@Eq)h%zV^BSb~N^hBO;DI@w;F){g(1K1sh
z@B8UZ$FTK8<LauK%4ya#&;`BdaEj<%eomJ_k?x}&l|N6~-KH!=aN-z1D)q^iPwc$~
zR9;K7C<p`ylHde)m*5`U-CaX)cemi~?g4_!hr0xK2>RhJ!QE}X<mCM4+<X6dYwpaf
zH*eNEdwq-D?A^P&x~jXYx~i+og_xebyx1Kt32o$T$;s!AfvCG6=oJ`yScEtyA(id7
z{0&q&Vm!}AW1{1;QE4O%Olop<26A;R2U;HX%#eK)^K7gMI){<1ES1^5(&nCLmslpo
zf(KI3`~<YmrEh=KF{~awpb){oO&Z;xpBoIIxotwdL3rH6tP!O~Xd`k%I%G|6TYU`j
zNMa^#QbZ-ccuAG-xaY&|u<ntyI_{N=<fpQeN1&-3vqi2B98?&CTOg_Ga0$<dQD8A}
z&UQ!dkGgkHR#O|dxle_t%EV@@2Bg<iY*H8^fM)&9@y*K2whCVDlN7g%q^S^%9Yj{p
zMonO3!Gg(@nU!R=bD#1;^LU}?1Cx6V1~TzQIW?_w@S7VrS&{bQ^={U_rBII}UWFZ!
zIS$e6QsoYou3f(4+OAL^M_1yDG%3Bu=LlpgK}_4ux9+2RPYhEkIAw#AvBH%|2m`cW
z;V&eevkiNg7DIe26=#=tQ=~LW1mIy$gKcij{5jtd^8^b`qbPHsPZoY4n>dd}fBq&A
zn&1hdGiJr`mROV=@C*JbvGg#VLXHLuBq<%9Za$pi2jDV62P%B<J$jg=#rMXO5|vg~
zzm@)y#9ceHSxZ(d80~!+a$ux7C4`!V!snDU;=Dopy!&|g_?o&pX6a+7RMPxh#^oZu
z3*z=W?sEjI>&={UH`c`cJ&tGYNk2e2((|V>wFsPfi{t0fiW(=Bu-*I{e|=ql8Lq8d
zNYly_t7^}5X@495dHk!L34}6tq&71>tvB)W()O#pTd!S~%=nlfYTls<%ATnEx?-`X
zK30T8y;rn$sV78`Bvgqxk5Hq>=Xr9QD(x>_V}04AeoYNOHGaH!vE?{(h5qe!{?2dc
z9e~rejc?*ZYwjB?fgtkMriofro0<$5L+-i}t<CK_dY=U@cvJ(I=nbe;%iRlX;OK{`
zHj7F&awQe&Bb%stLDZ25k6<-|Z!ZPe*-aYK{D$241$6PQCSOsm^8GT`l5w_Q)Qp&j
z+mZ*fB|0mf1dvh^l;G8qk@1GF91<VTy{(=-cwWA}OX9A}UIlHAs!>heS0SV8<6D~<
zr7S3oh5F#!6KOfxV12Y<%gSss*3op5nZ8V>5u!$W5mu|Jv&@OxVs?SO#)9texP#fm
z$LB8raX8D({jq7UJ2QQXXEx1`E6E!p|2`j{_r=aC@a*VYz|)5opBgdt?yb{w{elVH
z&LI&$p8d<VPFa9tje0xm&g-@2rr!RPN8e?a!RR3V+coBUEQs;(VhRF>XB{m^du{ir
z(&(nkg_1*WOKhl?q-#gk71^bV3%$k5(T6K@uD((rZi_)BubzxdW|OW-i{}`_Jfrz+
zZ{{+Ao3he~F-iJtwqx7;YX==Dwwg-me*F1+t+6}x6u&kssxQ0*hco#k6Pc&_U(9m`
z>v{!B#$TW7-#D)~h<!=0CAz}8*xA)do2|I!;i*r#(BZ4zsywX%IIQY@c6~Njap8$1
zh_2Av-HO&BVAFFr6xf_vU}4QS)*a_;%6e!2v^I+<n|@uhc}ekUX8dlT?#|)P|ATk3
z+0;0Dx22R-D^S~$H*9Zm^nkuaMDP~d*K=jO?sOFCR#H0s+2>>UL7ds?fsWpd)9$k~
zknCpHXKl|ZeCh5pm6UGH_1aUk)qRDEnp}bU)jijdPK)QwpxO)0f}LIF-WbNsOY<=M
z9C5n$S>){6uOpqZ1=dP}`!mNeU+iY_1=_B!`t4kKG$7ykihM*?|L67(3jXN@|KALR
zReXpSKIZgAxqlbd@8|J@KhGp&Vqjrn`75s9&(M1R<*35{PFSh`6xZ*s5K?gT!bZ+!
z21a7``fh~ue>=dC@Q+|q|D)pxg@u%bjSOrIjR^mW<@Yl8atwwbU}*En2+R=d=k>A(
zCIklYuj|z-h*yx%kdUulLB589hJ=QNfrW*Ifq{X8M|cAV_ZAKY<_*%Dw+M)cNQkg+
zkWr8kQ9x<Lmv3P3FklQ|g5coDU@tvj1Yls`P~g9=UzLFVfP>0~0v%`o3kMI%P=^Et
z0S>AQ@)Z;mBqZpq7wA10Br+5V5u*S!s)GJ&VmmY@-`E@&62YoYbj68NQsz(gez0)w
zFfg&O$;c@vsi;|4+1NQaxrBs8M8(7<B$bp^RMpfqGz|=mj7?0<%pDw^oLyYq-2DRr
zgMvds!{Xu-5|ffsQqywtzUCJc78RFN*VNY4H#9aicXjvl_Vo`84oyx?&&&en<`>pC
zHn+BSc7N>cpPgS^UR~eZ-rc_}fWd%+gMsmZJ^Sn(;IIoQhMOUtrs-7=K23?u8$R#l
z9Zvc<PFtbUD<~+)D#YtJ2N#kpg%z}U$ew~VM`|c>UYFaQc1Ax|^Ci+hQeVG-Wr>}a
zu=^mij|HZ28!WT}dazlXX}^K@x;^GuAS+Dz`={+W$_Ouv1#=s>=b!S092KbNIb+=b
ze5$mxQf3mUM%5er7SL!_Tmg7zNo^KpXkqyddgQL@>KG1#{(Tk!&Px&n6LMmd0?;i0
z1Xn*Tth~DcuzTQ4JK|Y}eK+<XJ;zn~IErf*rd76O9>*0Rp;c!i)y6mm7M4Kse7?X;
zJ<c4CGB-a;G}0HkMTVfKW^N4@1_H3({yyuNsX$O{wh=x&D0Ps6bjF-AH;k$?<cBF;
ze{sQt2>Q$XzZ*V3hs4iu!p6w)uffCq^PtWDJb2idK@SxP>HjaqWcx4YeE$D*_)I}i
z{qHh-e&mLMI?O-6|EU-#CW*{ggKKA*A3BDyyDU-cnuvobGW!uY2Bjy%WvtVQz?-P5
z<r1<M2H?jkjnNon1XoULAWyUnZ|t+XEE^;-9fK*_<0r4^HlST~k|;KsGKnyX+1%4O
z4upkNqIUh_1_NeX))r9I5{9etP7r~5ge^|mTZOzfS)}<ROvJM?-n$<@!_0RoW-P-2
z2Uw3K;otVAv4b%WMC8yAiNGK%H1Xc;D8zzZsC}nPFzj1RG#WRc<#U565k|5#17Rwb
z*n}HyGFY-P`M6I;PY-c9Hv4@^Yctu%$9SyAQaUX&Vp68GGEu6b{3s|>k%Do`p&Y(I
zCJWfy?S!yg<)~W!Eb1lIIH?=uG{<^-VWuGwC6d=@2?`=;fBkgm0*&dc4FtK;Zc2S#
z3oe*sR+`votA*Sqbz0FG@-zBt+wEJJNH(C3W5-SdzjN^g5NFF>NPo<5SBt-`k<!9i
zR<Q*K@N%OnEs7e(&~X8qZV9?b<QbEt{f~4@OCP!YK9D<wnBXT~u!mmy>)R0@eS>a{
zV-PQ8t2&7lD+YL<@&)8gC&CkQR=j}e+}hx(mhB;p@zCsyBmaml9NSj|!`}3JoCCe=
zN>f~w4O8O;$jm;Hpx5~(5RTDw*^~#kki9N<5BB5cN((R88nak_?MF)(s41+_?>^@9
zW=}Zw+_-4TmAG$RE~zx_V%g^#6MxxRe}5$af4a8Ga?8kw1U=K{l@y`Efo|`*9CY1r
zzw5JJz6W|kK<xoXe?|#n8?Vf3@mR@<5n$SFVfVYrz7r&ZKv$VZ2rL~j1C40~RjW0#
z3`$&Jv8zSr<SLqR#M*;e&E7LibzP+N(3gkVq6rqKJK3Qy8(6ajbI{S6X%~Dbx3FK-
z;wW$L)k5|)9h2g!t7H8|6Rmc~LZb@WlTV|4^*icCO*;oJiyk#jFEziN;HrPS1Z1#U
z@f?vm(nMengxasERl0uY9`wer_t(UyI~{RGN>Y9mc1DvhPlSJ^`yVEn*9toQ0iW3`
zcc;~6uR}WKK5yPyYy)t?=#Bb|0jxYSjw|>tV9|~3b=Qc&$g<H>w-&qOA^h;gb_cp#
ztFAzS98H|?l)eu@;4@5Zv|MeJsyxRy>yJ2ddEKs4KSWGGsyE3VxM7lrE+Xs2au-^R
zziREt)!CE9!3$Urlp^L_R99Q`xraxHv=|l%`h{GN90K%(aU{n<ujiDD^>^7JQ3i_{
zZ~V{Jx#Q&?4PgqRF|N<pcQh&ldq>Y#9v$6C;1L^bIDPITNo-&93?SOQn$AY29T+YU
z^)!Ff>V+Wg5D!w|@3hrOwbuZx1nVco0VHQ9fvWUO>YJMjtv=#aqxX6AXKJ%67?ojD
z(i(yhfunAP5sykdU&lgv!1r`5Frusz$Ba1cr>+n&d6uBC&h2z9Joqw6_{!yT6Gg?*
ze`Fy|L>`TNtPr)>&!m^BpSZkAjDf&l-O;5w>z`lV3_N|E17M8rXEzoUF2uU3Xy{(y
zNgfr6lZ8FDSSho9U$=<QPpjJQbL+dlZb2Ir+Uu4Tj6b{u>4WZ7wZ@5pgBkiN-|>EO
zaUV$nADjaa`{=d4X~R-YY^O_Cm9h&K71SPcYhI$lL}RkSMOkl&Fmqmha=&vw!}TBL
zQalkCd=wBJ=e%><zfI+sIm&~9(AeGQPBzjIml$!yQ#vjeTygH>I5T0&^>$K6RN5-y
zUTr1~y|nu)(y)JhyUlIz3mAd@lSTjMrCWf?DP59DQ)t*(+C71MlMcNM7~WU79nTLN
z%shLM*?wLYHhs<ZE9xv?3^!TNdF#wSHpPmcC|~|Tc)eh&`U%83C+whRtBNk>HRCdK
zq~5Z<k#5LDK;olLZe8Y503Ec2!}@t*YlH`|#kKHR;PunO9f1m{0U#;Sy=`?pTeu>4
zgOSh3Cf_s1yMN5vW18&-5w-ZO?$zmqPK*qi<u3YBJ4LP3GVNdkg_UQIishBHD|qSN
z37k%^TLG;=kR&kG^`t9)>|6>Pg{O4)Nl2u*F19*?@kpJHRN6o7bDaC6g3@Be9-0Sm
zV)ZS{jC14=FyD3I1?*7uEp~=y-TAvFFVY(nl%5Oi>kYS2-Ks{{d__d}`{?!hlF1U$
z(b%x1+t5$d3oO1KYNO4bTC5BmM{2XYm?^#aG_NAwi(!PYt)%GOQlP8#rYXB;h7X0o
zlCYj9RTc2$A5dv~&Kz~T6@>_!zm0wY!yml_B%E{r*=LI<{ysVL@6$A$Mn8IYU!jAr
z5||fx+1R~_WARFJ^0FZ@{BX<z$nzAL=ToK0<sJK#wnWX?K{xPyTdSr;NL6H8=_Vkg
z<Lr)o8knFdY?P^nC*$@0^hRPHMRItd%=JOuG}koY5`CK&dpbW_K~bV_|K6DlJ1N?a
z$r(7D#XdP&w^V2iEn~~}3Im4cVE+XS)H}|$IwU*K$~U!itY6~-1=h;ltn-k>@5XV{
z$~Viwt%=PxrFXMv{7${{w9MhY8obr*-N?R!B)GBI@=|-|TYTET@d@%mX(k9+J=<SB
z1`aL+-|ybfAWy3my1o<DnzP%d*?)-679RGoZ<jt3?l74)G}?r2L4>{?nXk2L&G52V
zwY<t?SN}{K@ilg(vMw7+V>OQ(=4-a(sST<twFN2(t;wr}*51oI;R2pQR`2)F`}`m_
ztU}}JeE241d|O_uU=(t=O?;<4{niXgU4FBU0F_i9-gi%rQV+%0r(Cg^n8OK>!;2-p
z;`ph}r*9u2W&Zidv&|Z8CWx<1PtH^fo7ZO^Ks@UtS~COt*0;IMr8_OdJ^yp)0BM9;
z((Pt<3x$~i$C!oI`XM<5oQSEX7^puR->VI|tRAEvDF67o0QkiTeaThonNR;d?14n0
z*_6e|h=a(Yi(6}BG2NpWO<WYQ+%~u$BbBd>FVn^}i@7;&hm{Gxz3#Fiv1rigYm)K!
zupZ;1(9XGDxg9TF6+3%uWYbRj&}mQv(Ns)g=c2Yxcq`jYbvq||uh}!KD;@gTD(lHJ
z{uFl$Jyl1GF3}mg@Z97;@qyk4A%bLA&<s}mOz;BMANK;*qOI5CyhszP%^px!U)##B
z_louMs0B2BKjWgPHsSEVmOH&)=NPrQt#jU!=9>q^vg+NwfZ5!XE<a;kO8)RB@#!!1
zY0;xFCpgGHP);!P)va5@VUIh0*KemMw=es?R<ZD*?(8Jo1kr=)b(_7s&fqH}E$9|2
zg5CyI%Z^qK{Hx<<)U)r+jJ?deyjMRK`qC{*_Kv8(kVXK<xT0dADsqR`z|&4@!(~Xj
z(yvX>%UQFctE#G7YkC+p#MqDPua0z+Pj{RMDOpW6RBCuyD)CCUG6mpd*Y0P%WFU@X
zMZEA%hb9{OZUGW!+g<&I)w`K>7i4+IGXgJQ=IuG(U%<BBzJP%PvK}p{qMijmV6UEH
zgh(ri;dEg2dPJ2Pyet1iDi2Fs#m%12n%Vuf5vz<Z^wqm#p3?0PCs(6aC60edS0ZTg
zTw%xDWT1()@=3(Y$?OG;kP+0Ssy6++7uk76-HIv5n{5zLuN#|A^z?6Sp7~$EPO<N9
z`VX3~1x}P)Ur8|Qh;F-%dNJCS^yiuF!-53@D5u*Ag?1TeX;`_v!1VoSzPB=OhE!x4
ztZ<e-v)0Inc5bVTiFn3(8CzYUFh-}fho8QFC$y(6)&ppN0gH51sT&rs$HaBell0_0
zgNZfp6Fcx71bEa>ZZt1)eRdeLh(0^&h}9?F`~rxm`%TytUMwFd$5o_tmpaQ=lkKYQ
zRViaHU_=K>d-r6$Jt2@L@q2n=u87^n)1;FHj0ZZ1QLG_HWoc0Q8K2sfrrB3@#MLs=
zO72;QDo$uO_mpKaeylnIoz^)jdY9DSMgW1>TFs`LqufU)dhEA5k0KsKLIbRwy&K_0
z-YPNAPBgCdhY?tEyBeqm%-W4~TNk>$r@QLNqu4dxPDjtAl{!i?wEm<3^E;ZJv^Uo`
zOdHG~#)fHG@EYf>BNtmJPtOnT8sKDm$*F7v%YjIoNFS742lCZd>NA?ljaGK?_>pP!
zjs-yJCEwjEpKm_-o(G#_^klqOeWuO+n%a5LeQ&+Y)*_AQkMaT+Inno%?ztj{N>6l2
z&Un~F2m$f*|90B0J1q-Kj*0UKyRV*-4=~Mfi8unJJepAty3rxH0k}XySK6z<=7?;~
zdtf*4j4r;mactp?9&;dmwH}6(b@djS^8JPe=4U(Uv*+eqwkS?6kke!G`5+D6ZoG=f
z(wAMkii0lqo}?Q)qcLVZrG<TYJu@7Q&JPy5HfWu=?%_<ECu+sF*yohxV6<Fn7-#Rc
z$y^o$4s>COdQ#CBZ<RDWXi~-=-vH-V-kkBYURQ;ZV)d7QdK8^5->yv{iAp?6Dp&`k
zynxl|Zl8`FQ!X%!KzSI~6)x;Me>21lyWsSEYdZOk$U?Qh>)tB%&4X*{eQ*e^W2v!t
zs=%u{&x?(5)V9ZpoO5P%UINqnW<7RHiZ+ky?DZ$E`x#pdXX@5f#G~c&5=O0iz5vV1
zYZMNJu*oyTkoUC@6hTyAga%=EN<9lXtxd81CghEi5-h2_wO`hDnpY9cM-A+7p!->`
z*n_xLtUSzPMhQ7FcgoFIaHg*K$9yGN`#QRZ9moYE)THun75in0#o!oKomNpa&61+g
z=)hm$s*UJU0(GA^ggQuA<G+YQEihgIN?EjSlf@UbO{_ehHdB+Nn#6eyMka<NVmyGA
zx2Qd$V;f{9o5bxs-ycOR>^|jx#acYj#X1wc#|mh{#J-a}-BIPeQv44RH;s~9E88TE
z|94=n*d~=KaPR_w@j&}ssW&jLCO%`9Ot+?yVW13A^3sDIQwpjf0e2I>Zp0jWN=Md^
zf*UB3e_M69J_m@Rd94N9n#KzK<Zz<xfg5L5=RCGuzNPj$#$xjF1Z&vFX4@?o^Qyu|
z1&Dq8X}j7&N#aa8$?ga-Y-sih*g={!YByr<prkc2!ST^9?9vOdPYv6>2nC6^&O-C-
zEAR}>40dz2b<D$`G=FfHb;eYeC|=fxdal=<n-6&h25rFI9W)gp8}jvQVE7=>kwVf2
zUsRANp1mKPw;ZtbI!H=#NenfJSG7FBpPxzCMBmfoi!7*BQ6l<wQ!z^r@&ZOruYBT7
z+(H8BGuyhTekRg;_UpT_B-PkZ^4#1ocTPbV))_NhqQ+{YMIy`_faFv=(I|GH8{&qA
zqo){-_wDGX)kopP89#}8VEX<FS!0{=NPz!|c0wFWgaoVc&{`*PBM;4lm8T9Z+lsvR
zN?q^%LcH$4n5={P>k13ezN;fcHPt>InrW5}yrqRMk_$OG%}(H>0$qNKLwvUT8mZTz
zjM(4hEfKUYv9cF91t9;b*|;#Dl<qc`Dwegw4^vX8(~}A!+~VDBM8-Ta;Bzits(57B
z!fc)K-cmX9$S@@^;=SdT+-&+XwA=Lcr$W$hLWJW3LeN*#0ltt)tc)x2JkqR!I8Y}^
zK;csAso=u)Ss;BrE5OpeV(F4NkPzYXaG#Q(C?`WZJ><d`9C1&x`r8`)KZ5vo?($Fi
ze=iK^{aY>bFWvD^g)%EE6XRcMW`=*KW@h|vsF|6V*a+#xjm%6;9SIp3SP1F=-%&G*
zTIxF*{TDlpEBMi56*w5-o9@aN0^|1-uB^Rf8j~TZ+b6UgHU;pj6k`lRFAz_P9muRB
zG4IZIvF;;_^n+?+_{P862)||i8u;iI<V|9pLiB!XocR(*q5F*)kxy36Y6!NmIQ-qk
zn<vp}1|iLXY?B}Cxj|Tyg3sJS|0@>t_^KN|CDLi--xw3vf70$JnVH!CqB6*i_Fs(&
zZ0!FHDl>Ajv;T|COl%Bre<L&D{{v&(-^dL2mpKkZ<|Pd!H0O7H`cT--8fhZ$5=BD%
zFx9kkLp~)m<`NI(rk=d;6yS*EjY-cm9o%f(>5(RGDQ{0Z(0R|$W^rvJ6Y_rsnbsg-
zkp5F*6;jsYkEi@;-x{P}&Tjw~*KWU`#C(&;_AztbC1`nR1^`w`{wSjw^8UU#_L*#X
z+4ANF@eK>MKmH#j#}I!vWr4nbXaOBXvqX_y{~Ft0XjIi=?)P_0kecN?-{mQmm*tlE
z5?U6IWb4zrNeqszU3X<%f7cid#U)_f&@UR4PO<k~wX_U~XAjcMI|?n{OPwD}zxV@u
zUwn8+KW=6(V|!1>Mx|o{K6{^|>(jZO)Fy|Ea49Ja?myc3<px4ZD*R%1w}7HQC_VD{
zrm4fLsulIvw{v!GYow_+QK~c<2m}KDs(Thl575=r;Nn}Py7|uka$}qAxn><DJ2C=#
z+~j;Q+h-O12NHj@ed{Yv2YT!2q-JO0S|L1N#J1oZcd9;&G;P<F;@ljAyi%-q&i@6j
zrIpo6M}ytb`T5<R^DfEF4It6Q=c}iw;V0*_$(cn&d>*&vi)67sNOY<Dad$6X4AELo
zOD7{8*Nly;1LgWEeTiZnKa;zq)%)Uk(}Z5PZT{+a@hkAHZdV)g*Zz?-!@C8dK5#BC
z{0^5RcdHdE^X}L7H_I!*h!4L>^xeQ0(c{Ef@0h#U<7ngYQoZ!SVSAO=?uI?hVCn(`
zu)65o{^0#G)!CWzCp7A7Yg5k;%NUC{HrkpgW)01Jnb&fSS_V__rR>LiZg<u%Yd>yp
zYyQf9`{U!waw#9XO~w1M+F&187Y}3os~!JBz^V`Tq2WXLUpX(%*86V&**vXv^&B6b
zSJ!p5TV`NyRtocE>tC+_g*?wY&r7qD(VAeK<m6|$M)vHsJ6qeO!RwAc>D&+D<HN~&
zTiH@Ww#365@WS(}I~KvfxQGnC`IUx2MmmlWQuqHwJ!Qy%mR!T2U+Dl)rU9ZdfnS)X
zhUn5!U=sS37K9A=u!S`H$7n$ZU$3A{CHmF<i6FZ0>|rc^jU(T%&$em_BY&ikz}FEt
z16Y57%`d{=NF!<dM>^!QZ7^;Z_OBlPg_v*&os9WcnoyX(Q3yf*?XTV{4}vf(4(nGM
z36zN_xDxuGX8c2qe>xQs;Xh*oG%fryQ-P-6e<oZIula{>{A7&(aB+|T^N%nB8V~=A
z%2fPBOLBTAUR?K&+rz7WiQn|u(Y!}(ZuNC`Zf4G&u9Y1pm&Nfe&47*x^Ksg;70>T)
zZ`RLtWt(|^iGuuJ8X&Tx5nI;1T`jE6d;&b&^{@J#`1INr`8c?azb^h>TDjBMdOB9V
z9M4RRrdxzFAL;ShvG*73((Ak!JoFx~^!s;rll-}Ksrt6w+26K|A$Pp0t^<<iz3&z8
z_#F=aST8KNU0pu~KRreN1@IH%$!hz8o8!qsFKF>ndbWAf_&P05$s`%D<X+i!aej5Y
z*l_ZfC~o7T*RkYQ?e;J<)WmEsO3=N`4%!3@3V`H(G`4d+mD!QS=d=EMIm+|S_1SZG
z@4CAM2u#``7fX)>9p$OAa#wZUsp@h6IJAAx@G`gL{&;&<|JS17Y_oin?|4aFFEtyV
z03Z9uho>W8XLASQEN*6oj=DyRyTRslW{b<opNrUNsN<EkHoMLJ?bUZX<o&YVY)5?S
zyiWIyyB6EsN5xHd@EE{Zz@zufpSYwyeMr2j3m=AeP&!)A5q)VuTq<l{Kla?hH<KI9
z$kc1CY~A?X09c4&jCUAgqq22kY5p&s`K=d)g-(3-h-|_AeT4-kyJOBPod3c*KgEDU
z&6E<V!Lqf_i&5oqw)?`<01pGlG&Yt+w4Aj2?<H{1w;opy%df1ClSekI>(9E!eQWYH
ztlWQANd?gjT19`%dvJT`x6bz5IrjX4Z~6uS;m_uVeOvpOmwu$zvi$yLuf6^GS+@0e
zS0WVsGPPq}@AKUHbXB@dadiCWa+=gvHv2`ap`+npi|+yc*Q$dMiR61^?Qf+2THpNf
z__r1z1LhG&+vRKDztOk+(xUv-w}5s&|84i?pF5(txe4i|jjT<6#$9Lssf7XU-V`;n
zbTqOD-TzNiT;=Lk4ofUZ&&PUI{ZRYx8Mzoz)shkmij?mGN0^ueRLn8tcw926*O=aX
z<C5o@hjYob-G=1#hGup2<Gd}+4VM8caZ1ya=bCY>Q7f5KfXg5>tFa$H)<q|V-vStj
z%1ucDjT}9^A}Bu8UgcwSd){IKlz4@k;ZC|KL1nh&wQrr09jBe3wVL7GMX%^-;FLSG
zCYtl_>A97Ku1ZzVvv+Bj;><Ox?61aY6kS_8x2*R%S_92>L&cJ6_Mo1+^^DN@gudHy
z!8vE`dng1;l?CQrky}YJRZ$IlB1b<NsI1%SmXv=}ExOKV?!Q#QSe~QSZ;kB3q0gw_
z(xj)=pgKjk!R2XImYnqOsM1!oJsAjWg{IS%BFZm3j;N+N`yO*dnx%-j+~qS7&*ffS
za*|bE<S}!=2qTr$6mK}fD-o_3!`9V;W<c*KC8;?fzp3e~etlhJI6jfgKQtet25-?C
zmlKz(!ob}*z!1TJ^E6o-Y3oaetVpkX@QQT>7X1gSv^8W#idw7j7w`a?z-603nqD#H
zeLv)=4D{+=UHUZV(imB|&W0RxkPqnl6aNi_VPuK}%nC+)@`D#!R24@77KB2vx1LhE
z*uEcYIR+sUa}W(!aTa&QRc(gO7*qJ4v9R7M#h>5JQ0A1$-ly|^RmsLBz~ax^2W-BG
zMXPNUdGiV{9s1VyhR)2OCYnLo)4E%Fe3I<fT>pxNw7rxS^SU4UeJ25~e^n2Jbeuke
zpGQ)O7s1q}F*to?<R{Do29vJaAcyFElT+9b12a@A$A%Q9qGt%b*d(b8c;2Q5oFK3_
z#taJN`w5G;mdUyCdhz(O;95E5&}o(5u++9a)7jv_fzFh0qUFh7I7$#D$ppYVUsI*S
zc8ua8W9$3U*L>K@k<4i$iF~?nEj?4F-7$o|h8ysqs69YAu;rLrXKQwOYnxTkF0=XJ
zqZHD%eWyWdMs)`V6F&?68+YH&orc+cw+Nfa)!e*;!xyI?%DO&D`*9x-s0EOK<`e#J
z&BgaN!5j>3D8bv^^py~Yu+#kCoG3r;s8k5n%f6PEMArP~6%zECf8h--Q=dkK0SadL
zTgv#iA6ylgv>%I2TGng*Rr1%Q@Q=&psw-ls=f1q11AdlMC?h-XZ<w=ZJwrN#b22Uq
zhv1V;SHVhy5s5MgKq@R684O$7z<eorUVrv-W||3R#8u{NOB8e-pn_R0+?ZTLwSPCa
zyXK9O*UVjx==&xml|AeH#`N*~kAZd%+c!QI<jdxk2HhHdq@l<73+nW13%n6(xZ&n(
z>+0nSpCG;;3!fI5%xZ$K?w%biV{UinHs@a@GP;e-ya&cT&5EO)zR8A7n#7-&75WtV
z2ux@Gv_iZXJn7CM3kz~Pc>Q)_<CNGL4<)m^ea*7RamXRSf=#SyPeC*MP#C+gc2_zO
zQxx?p;l}4#@NWFQX9&3hglWD4Y<b=yd@un%b@MKUA!4N47or&_5`o7bjX}lUCkx61
zB-RI$627+7TF}|==Nl~bUr&|lg!%B3$*+95$~6=e7SVtm<10d;bmX5+W*QcZv4VlY
z`;=(*T$B9~Ip`p+>N=Hq3dt1k-E%w7fLqdm?mC^BqGkrd%EW$xp$|r)2cPSvJ;*Ri
z>lAfvvz<g&ft){NJp9#K_JnKoBYqsYAm{2s^u*K`0ug4l9~ukZ-r84K?ZLbi16$#e
zN<)WSQYDfuOi;_Q0u~HRi|(IC{775_`pq({<6u9shl2sogBqew{n`j95c;!V7Yh%N
zS3UaNo1tTBG{$Kd=r(xAty_W+mOFZNl+W;}jW<HxBNyQ`#vR;xldCo!MyB3gbDL?8
z_n<=94D?Km0e0G0%b?)YXrpVx;j|@M28dN!?{r_a<tUH3h?B0!ns3FvX&*W7f4)Hc
zHui(C{pf1{L}>h>cr_RC$4qwc_u6O@_j;=}@#R?o9noFkZwBZ~T^Gh`{yDBBZTzn_
zVF=C#WWJ5xamJN=ll>S6o9H`nu>`f#oRtop@Hoe8ThvLf&Gh{)nXFso%DuCE4fY1T
zad$gYns-yzR*#cvVJT-}_CS5u8Iv}XQI1yRJr-=w36?QNt3J=Vd3EG6<O8}IWbG`f
zOMok~3h&xJW8C8dcNJQ566u@^iPA=j>f9#G>jjU;U8Z*j^NbbK=;Qs+JhFXrUm7v0
z1fbR`BBi|BJ@C#0Kl{{cF+nqoBW?$Tve)DB$rKK&w35lO2&~=YACb{MeN=S6d+Gu2
zE~*BvC_mjaY+p*+$a;LubS5PIZ&>3me)p3#GO{yr{(S$-`ozxiH(SIXjtuhpCPswx
z^7{5h){ca%tUoh=*rcM7gN>8Dfsq4<bN)6}2-#RWg7W-)@{_@WGRYVjn&}JLxWZ}u
zG-PqGFcGqHvg#1h3s_s*{LIJk2hRnW7XDTL&$50(@{={o+uIl@895Safs(?aAjb+L
zS4WUPkrfCa!QXeG-**W@P_cj6wg`WIF66*O$oLC3kUhkKk&yAv+6d`ITph)f96>g$
zUm3+5m<gGFLI?s`%z=fF@uzFluQVee(@#$iMUXQRNFo5W?-yLk%AkUOTj9hQ3IFt&
zQf4M({@rk8WmZsA|MjK1+$VD*1IJ&LNmwy5GJsI@s}49&YZyUAv2y&b{^!3SEOGo%
z>#w)Wpnv~BItYlrq3Rd%exgbXl;IB&==_Dpf9KuB{wJhvwjhfB2^77O(<jGYPkv#R
zkY3Hq5F`-&7t7(_{J7x$@Z<U$zJKGEUP(sZ!2$%&Zw&sAJiY!VVEsqqQs!${)!wvz
zK<+0sWk;*<n|+;W3xgR8p{4`$#4GCAx)b-K(%g!x1yx9auX&1z#Dv6ca1g{WZ~-wf
zNO3Xv;^IU+zGx^*dMONV9EM!lz1zKH@w0+&MpDnmMqbjHFY51(*iXiBz}2F^9WS@&
zjAr*|utRh_?c_`g`96q!6Doe#9oYOXR2&R`6a6_@@n$@>KPOlb@zpT_IAZ>BHc7M)
zVm?0f5+4M<<T9Vwv;Ew3wT+?npbV;#-UE?Oc1NI2>Z(vNO(B_WfjtdQ#hv}ZiMtKb
zOMTKYY%3iw;ZlA-tr!NJ<iKS*i<eSB5N%`ey%A9n`+|xqW#sjnfU+mDRF(d#)gr;m
z5MDbi$<{g+Ly|)kv@MtsnNrhLcG*D6OFmUg#A?lCw3}JQWNBdrOR$N&H%M*f+LA&S
zFVWrcCRQkKxU?0VHJoQA2nfz|Owf5MR{Jii-PKMp;K)G*qUB-Maj{_>@t(!I9tn+a
z?&5^4Q+cU9t?7lQ-Sj?&?dPzV!@xJM=PnfZ;3t^|{D?$V)Ve-etgShY=q%rTg4#<I
zU`OAE<4zEDgMhHYpLo(E&&MJfYRZDT?$6kdM<}b(v!;Gqi`<ZKA-|uLdKw>n<Gn;g
z<bM3U$C;oG?=(9t`$9-{hViv?35I8qGH`msWVvGaI0tmd%Esp$);rdt``XU)8xl4>
zHurG;!&t9Pq)h@JeslLOinFp(gnb8(cZm7c*+j2=TGBP2w=YP+r6A=g54Lmf0R~E3
zpm<~Wh%cty8MSaidnwYV^4Jbj*A?gGyDdH|r=uwO!Fckk@q+a!2WjZt_>$$KeVKb$
z+gFNQ3r2@Yz8!}NNGhQR{Wi;sD4gKR0#2Jnkz_aH1FhGk<%eNHypH&iLcCw~%THHM
zm>{t^>E4f5JQqGylcQ&U54mK2H+!Y0q(1c>SJk*=KfS*%**QIddfd8}*HTAe0Ov{`
z`<&>lUf=<|`MedJ^fPeD^7PBP5_h!{`fjmL84OS?o2(6Z<EA)AwqO+hIO3PF&+y3N
zC$@JuU-PoIM$gL1>N(Z$u@ge+9bMy^Usso4`SQ-r&M;le2up`FC{v;8&}x5DQW6cI
zRZ-QHRJBZf-6oT#eV+W(R=OinWBaOr*b8MlwqteNef7y|B89J_^0*x<RorNX0H!Md
z=rb^0Y)M&Wrk$w9%xI^UJp=X9MtQ?$Y`ntD+V-$ji?1|AkRD&hLBjtecuHAbRK#&T
zXW+AYaB|eJ%I3_eOm(y55N-AV)N#qI3T^Ya$#UHYEx0ox24jAANduLT<-T8BElAQy
zKMa7|gg@94ydR2tq>?bAmL>JF>|o1$HhaacayWmWhI*aqGp`H3HT^2hG+}eGyQX>$
z)&=uBxo*seY0v8J_8hzZ6`N~<;)M_*k6{MX`|S*eF>riUOUQU#RaNK92{DV&(EeBw
zF>H${g#=y}8YyY6LJC<LHJ{X6eSQzzDqh2f?w;Ib7wJXkIp5Ks*_iHr*=}}{9ah=k
z_=K1*j)QSz1%wkQgF69aJ{J-AJen5b-1RoA?O(t4sB6*YI*K`M#=hpQHcg)UvS6^e
z5j$8UAL(_&PS#O!cE&kx|F*$K*#o{re{&}Pu11mO)B!dqJ?2Yoaq-?^%{W_NSlaDr
zH{!zwN!fFkqXiW!kx7?jr)0A;b>Tg+QaDKH+qLRyP_$Mt|A2dO{KIRRhhuK!<<4L}
zbkn{Ua~iA1l=qdpZ)Aiu!-rKE29!14!b%pOmN%@#omLV@eK_V|t1>_6oSL7X55{v&
zF$-rl9$_fw+mR3Rogxse4Lt@tnA4nRqu!^hA4tF~b6TaF_2ZF4l;7<omQ?f4E(MLO
z;Ltr17ccfGHwseFtX6M5UmdV0*HV#rsP3o&mUR!<5(>V4O%W84!ezJ4=&rI)DVNLU
z)kNJm+lrT4sp((Zrr41msuCgAUn-acph#}##q#4qil@DLTCxFHw|cmzi_faN73zoD
z&@DcXg&nCye=t<@ycM%cLA8w$E1{3Jac!(5{E#8`V40&SWwu>XTEPSrk>=X{mVNGG
z6S(O0aP4%wq*1OnDaU*FRYip{STTSbg5ij7MZMjGK0F1Pj|plWaltc8-D#B?PiwF0
zjEv$fgGN5`!i&`c+oLM)qCBmd(|j&fXY>8Wjhm{~T{^yCg7@>?E()nCq~2~s#2cT~
z+My2bC->4I)e3Dh73z9<I9D#8SlXD=lU2*%Qp=C)Oi<9FM-SFL%7`1yXIkaWHfduh
z3tslkRhqP5*?I}#B>O)i$>v^TGn-ObhSC$%K)nY4id66xDhX3C0W>@{B?6Rb+g_d@
ze5=f9XG+!R>x?B__NQSd+88^;L*FM5QzsJ-F`kiSSFoxrS(v(cG!d-iF)I$qJt<>2
z5uXUQ1X!-8Z!!6Lmct$)*U@$bH~KZ(-U0%U@;|Pvc$_54R}mi)8A81`a5pg6#4^dy
zUkGc1CaRYY!xvlgwV^!Epy|i2CYt_2jQ_#2*$ikcmTPt$DMvpL+X11Faq^H?Q)7Bi
zxMYs2Ad@bSI{)g;bACv9h+ULmB8q0hST^4(8k^=Pupt2h9}GI}A{83^d1X=x3Y?4K
zggL>z8u-NkSz1%m@yrmq*H6_-&a*+{iz@U^#VAfb&rC+kQ43{Z&?B0My|*9J@tDZV
z_}dyQU{@4fQVG<oTy1ZuYbmWvO*x(}r(`<w$a$Y{HxcG*2Cvur5lfsT@55*+Dye!)
z=LD(5h`@6?#)qBHn_f0eB;I;>WtW*0s+!glb9*DJMU)Rb(71>PqlM}w@^{z{7Hx^`
z8uBoZ)LdXl7`}5AZPEk&Xfb=3XY|6+OqlEe&6dRA1|k`@U9dAVGX;+v(q$zj)lB%9
z+^&^gWQ+lm1v_4oX$dk^_W0=UzfS^$3m)FQ3A{wNYpW-Bpj*_P;h=Bp5|yS-|2{Ny
ziPKjYB*|Yg`f)&^*=&lO#<pY+l|pu!<Ltn$D*)EqD$W{Mp(7yR>!rdNpvaqt^2$Mx
zhDADylT@IF-pHutrhRp4+OJ4*7S=Z&?RLD>^6<_os9r#&X8t>jc$K@LxXP5N+o!s0
z<ZK(EC`H4Rxn7Amb>!t{r;EXKnV@u=_W9Z!kXW;rfCBgglTXP7#jV~xXH_B(u8`7K
zO!b|=x8Nb)Nv5b`npiwi9$bD%H#PqqGE4bII6rj@abfdHCv<lZ4Fy0jN)a26$uNW}
zV7jLpk&l~#q8~Q6kNfWKP7K#BKr{Vo$Md~~f%ki|Ao;KYi7yZuWU3C-nn*QyuqsM(
z1W8BpAGUzGG<}xq9C=sRp{l#Dc)fDb-VL99IH+t?qB)bOIeA*mhWqB6!h4LpxWR}^
z*?W3hlou5@P(|#1b8IyfH{JvO3OZ%h?eVO?M(;|48&uExs?RdXj9Sw%?zH8N7-q;L
z-z{auY0>qp-YY@|5vYF_hpYyQNb-F=l6_E$8$tA4zS?xC@fj<HRleGH&^%-cc$Hu4
z(vRno0wE#O6SE?EZQaZAAxw(CO}Sib62Ynhgf9S{*;J(Db|XK+Y?f<xF{PikwLTrS
za_p_wjzH;cKxRw+1GCNiP?Q|y4DXYs%KqlO5Ng#OJtOUyG*U>pm1S|6jrAJ`+YW{t
zG!If(e4I~L`!lMhwUTnu(zPYFXB)k$`O}w}f>aB*=nQdvbjPz)!IogIWEi5Bf~1y}
z!aO1qG*4!ROgqH9M`yx97+$d>8xh*@EcQ`C(b2=ya8n=J=Yt-o!!ORBHZ{gMr`8qX
z-m&RZIbe_{%mRVg_Cr*vwsCuGY(&%*%J)}5z2sgM2p%-!3UgT+t|0mQY=;^$CKU+F
zA{?+QbQW{R2^WZz>@xLeu!)K>=N!|<kcAr^NzN$mfn@%?*??;pzChL}=v8yY!>R57
zMQkt76sdxiI!Te~sHmfp$rHS<1!iny{d7J|U&?9q15>d0l6XR1|6*W>s+EH=Nww|*
zk2g{cLnR%%veN)vB{SKIsmAA93c;daIymC9%B{S)LFHFs=b;3uF^?+Cd8WED$^PD6
z&N7N1dGorYg>O5VPb;IIUsx4NWRQLIe4TsXg@EX1LX{ZfTp7sO^IgG;8I<&`r-JC>
z1()v|mNw!gQo(0R%*a@JiY1L}C_vO4r<*3r#a*{*zsksRo@GG>UiytA1Z|&T1QgsM
zKa;>2=t**i#keZZkH=oKc~a)*JU>08`$@_OYXv+iZ4O;l)z{As31NkMO%WG_f<~(>
z7q&6~UYAv(U{*B$-Xn6l3h<UMQgTJR^<jL-OHR|yhrsU9(@kQfx~xQAV>x{+WW1*`
zcUttZ0-{c@!<+Yxw0pW(X+|*)dRIe3L)IM04Fsg<1<DxJoa=Yw%PY*`88$Xlv)y>s
z4|Yx%6fWqsvJ9|?ks`MRdEz1hpY5pbr-}!S0{m@xyNJfIR1>=16F9<B(D<FOF22gv
zX?eO{l(9GkN`b~C7g_OWqw+>%9-O%nR`Hu7QZ7lh;75|8khb#7GGQb`(X$?bLG>`9
zwxj`2R2B+KPpqy;#ZoBw?nOYyv-xU&ZZ0uR`HvJvgTrBS8v~epzFpvt@B3}wc^~S;
zm>ZHvtUs;ZZft1F+yW94ql+qzQ?q;vTb(DeMn01As$*5eD4FY({jkkTxG!gmr<Tw5
zIOe255V^0^@1A~)BWHoElKEY3hJQexQWx~+^05z?M36WX+DRcD(+=)IXWj3mB>WZ_
zz&<wEUI57%?`AAb5M&$eKJ6PgRIh5bdo3hYf6i2_>qI<cT%ru55xzlDRuv9Lz$?Rz
z7wLdmGSs|2ZaKMb*aT6nS+tP?79WPR$lS+HMsamvs*wU!8pWw_TCw;JoFR#n-YYve
zbZu;5AbWGhde0G3J`8&r?W5*K!>V^Fv&$NmiBIWwq#EN<u9)Gym#RR;4F+*qA~QLj
z%cva;j1PiT^8L?{YVt~a<n;wbrAwaS8lVy+2Jd#W0s51-b9rKjG#PCV$1Q!2U%v#@
z>G{ggM1UB4elq0|FPY9kENTKV>bDr1^Bo=4{fC-hQqkT?iG%P_14wzv1I)eDE@>I=
z^8pf>(L?Y%x82OborFu~ac+Yt)>5^qz)2CTM3nsacxRB_O^gb-kIWxOtS)cyprt|4
z@0Kk~shJn+6Y)ke*5uPQ?SzrY8(fa>91v_E1+#QX5g$kz(7|O=<PVg??YrK;{lWuu
zE=Tb|;`naYO>&2<D3Oke2HrEMZxQz8^M<-~;Ea&QHX9}v6J=m`x^?p)Tn5uqoD>}+
zHCMLxy;-UNnfk|9403_-AkO^8!GNS_^Ds}A#ROO7c-l@LB4{)-sE$gMu|kO?c(Y@q
z8IFT-M~%j=Ohpx5#5W34vOk&t@M$D$HbS%#jFc|b%$TjzHxgs6@7-{%Z0cOTRPs0K
z<a|L)c=xquS90??GVM4OIUd?OSQg1C4&tiQ_Ieh*54kmj$<%hF*N0X_f(ZCG>Y!K_
zoSwQ)_AGv+#6gPM>7j3^^goKUUQSAxM;ni2m?b(KsJ;ji70+ZjFPN#$ggH*@n?Hk@
zdc%hREj2Zo9gDlonTIs}MPSB1L~+^x<`B>n^ukU)M3GLyXEn$kJM@IOPwwb6NXw$`
zxJ`eKvk($^FZ&%qBh0owBqza}2ed9?t0C9*B@mPw5Fk{nFpDMJTtS5zsMSmjK`-4R
zVt|OZEDZtAO;jmW<pf~Kc{)mO=_P6jxxOCZ3-F*arVw@e08f=9we-=in2-EPyIVL$
z_o_sUTk_i->P2;6KLPrug30Gij@-CvC8sf!9(z%g{NZH!WQIzj#!F$x>{HXCBxwf(
zJT8_LqUOi*VVTmz&;TRm<CrJ&s)B+($vzrQ32|{--Sw16GO3%@>%bAzRv9^}ejS7l
zs7=>ZaK=eMIdMvn!&SSF2Z5Ule5#vb#wKTbg$fzMJ-W%<re$**apI;_Z=mMet!XTH
z9Gdp&<0!Z1HXM)*pif#aWEq8*mI?LqPzK5(ZZ>aOOBz<(OEq(-tgz!(-Dpx%QwwH>
zgoCfcaz&0Yw9;4WhpNQwm3QMKgMPH1Fg5z%YVh3ns}H6rH=_J#|JdP#8l^DRkYGTc
zrrfIK3|FLtQvhV@B@-r9kW5~6+r{IQQH4C9s3$XQf4)DExma>uv=WF~QIg{^(yU2q
zbUs@6s99x4^94Og!^vRtD-oom<%cQ`qoxPm8aOhv3Ib{fyh+nEX*@wF#KsTEY@?vF
zJV#LV6AJS4=Y3v7$=-gcd8e^`ISkwD$dH+0g32;iTh=Yy{N<Bw-Wi#rdi2Qb_g2Kk
zXl7_KTY5}UcZAFo>73yO3n%pHfksukB+F?s;Q$3m0HEz!(`qOpx@YtOwEBzO`-%h`
z`Ccz3&jejX(dx|iH9ky1;=@UYUb#%3P3xJc4-Lh4%2~qH?YDEJ7rpF(+3`I%<h9Vu
zol<E2G$e=|EJWAr1!C-E=ahJ?<_T;@1<|TelhM5Qrl%x*QC)>}pm=EC{JVimx^J$!
z;OTD{;d{h->ts>_Z4vDKL`%6XKg50_vfic>KkCYiwd=*?Gsr%nw^<(}I2DE*QFn8@
zW9-K@2$QA=9qWy_#?9S5pT~`TI;5#`|KN4+_%K8vmu0CkOP(1LB^xEK(^pViBU(M@
zTy4UC3>h~8^9BCfK+|H6>L!gR_}o+T5&b!(5#(*kf?V#*B53xS(l>?4-h2ctR5a>{
zr<yiq0k+_|3LLf3Tp@Y0QFy*7?RuNTM+l`9xqR!!xuV~Vj#QHMNb?2fg>99SWO&bd
zXvs##^e76?eh7vzl_&`8<%)!pqC67odR?hxpE{%v@$f9~iV>{fyKN!+ltZm}UdTMi
z61CV4d`)`W6hGsVF^s|Rai<zuLHKP)v_`x0O9(YcytmyoP?jI+eQT2Gl=P&Gy=uP|
z9UYCh&cM}F3c=RMu&|!!0~4_7y7`u5S2HaBG_hcrrFj?rdv%}cAqH?*QJ5{>)!Sm;
zIU{eI1d?5HAcIjr7%D$v!~)P(Fq%2uA5P!SA?_8!MnYSN;4-kA<#GH~BL0va$6~gu
zX(!FX^LisUoNhy`#BSp>7QP>9u5#lcJKu_hst{r6>)mi^r6GHG<MS#xUhQ3n=jA(=
z9MPE)AvWUd_nMU3*vQ$aB}TSC>Q8`}Tul-()xI&PEf%U>P6xC4jOm~&A)$x$X6a+#
z4{75XqPf`n{C42|d0#b~VRccpuX6V>4+pc7DW3?kG8n%Ce;Ogmq4NBjNAFuAO|a2G
zNsD2X=m|k8|IbbtqXFiCIU&EW7(~4A3sgDooI3ROenj3|!W24jJ#M<(e0;y7qMP?o
z>OSI)_QVHSyhWomh~+$Y$T9W-$>5&POjK!f*WQsrXbN1Ox3;^k-$E7u-kjqjE*Y7H
z4zdtqp%N+aYnW^qd^KO38bZC=-^fvartr*osGyr3vUiB*ST-;r)<Z@R`SKLl+r%`n
zEsUn1sjY2kbZ#gtI6&{Ox(oFM1?k(IDU6cs&5mV08#b8NiAy;!9Mi_8M>xzeBEOC+
z)H6IG>o(^6ke<nQ2JddhbwX31fkzZM|Bc9a7EdOjFEc{(=Sl>;Y;VI`UaQ+o+tTgz
zWbuLUwQ(=?NR&bFP*aJ_DCd!U{>&Z2{=T}a=av<m0DbB_imz8+4a&n-DbFV>5zJs{
zqUj`eM^f`fi}yCYZk92+=oXa&D>F~3Rf-6dRt`}ofQx$UX5A64f$XS$<n22fS>(qB
z$s*seeA#uYjtob)G(~lZ{E3Zu$=!Gg>Q_Gc5!DWKPy?`EklU{W#b^2}d17XoV?yX8
zCtO?(=O(;!-QZJ5I30_Niy^BK>~)S7>JD1nF8r24CJ&Gg7P-Yf<3bd*miR}#QD2Lv
zeAam~O80r|i)%y-Z#)CeY3`|?IbE?aYhuufF__~#r|PHx7Z1`O4LBUW96}``c<kG-
zi5ed-HI4H=(DKS7sHtg-gPE+hdv!K-jB0H67lty(OvP!vnDr55_;1n3Ugids1o?-;
zioAZG;U>jFr7#}NDWC%|>ovcf%!`^lb$TDbs-~)n^4V*l*32LJZC4BqhT!*MJ%Dao
z<?D}&5`={9hpw$bl?niAPLPs)Ti!Lm;-_BTqOi|EItrwc=S0I_UqC*U-(M&`!;B|c
z%TY!M6l-*b<W6XIHs|i!f^nrx6k12Fzym4lD>AX88UJS%119-`xIp6n>EGGhei~qY
znrzsZS=jz%tNCU7`P1h0=XMm1|Bjc}e>#cpzhkN4{B3ypzh$YJGgBf}K?+>AGYCLd
zh(Si0H;fk%UV3>!ya?qL>WietOf4}d?HWTAmYGUqU*&Gn-kB*4e9u%l@a=`?6#-9+
zOv)MCbu`X{A%g1hqELTL0{b(~zMRSRJT7h40b#Hzn7_tG&W7Byl#~<z=fRWMLc85L
zpau!5P#yYnEex*x0U;4RJw2eTthK3up1j(_$L7{#%v=M4DT0`qU;LTVWp;mmKbiTV
zqzWLW-lU<WwVC1*YA3HQnP7P3&o3FGC;-Y6CIs@k=}4Ui>CqQG9-L#AJD!qg=-AoV
zwz`qkHIedJ`J?1r*#k-63)lwK;I`G()z#EoERQ(5xO5Qc>+S|M935F%bM`9|nyZtE
z?|eSykF|$`A|eeofl)jb7CSjPA;87O#mC3T!+T=rY8`{MVFG^*k7Q57P%NdB6EnGW
zy(coGH~?)ogEIaoWSemd<!x_o@9ysI?Ck9A{k%zdkqf-z<mE+xM+y@M?LIlil+f3%
zMU#zXhjpyQqyt?b3{+H9002Js{1;&uZZTlA;IYK^j+D?A0#W<$=riWNen?|Z%?v%y
z7bDg-Ha>3Ech$+(*4C8+uhb?5qmqcxSsUr6b;Bf4K&Mw+1qyS9yfc@;?j=MaT3%j$
z;;LCSzJ4G{THQ$x@fG(|MhlEmQoz<;nf~lPn|{vuQ50QdP(dWW1wFAnrrFe2kQ)Lu
zXYS>e9X|WyRdBT5yM%oD#H-BWMYi5b`yr%(|AW1^45};I)&+4k5Zv8e0|a*n4jYF6
z!QDN<J-EAW2<~oy;O<UvcXx;8oO55Dyn9c&`&D&S|H-di)Mm{+*O+5|W32UkV@#oF
z-&p@vTxH6joB`5z9km$Vqem5)_guk39)g+*Y$E;PPyMm)(MW5za7Z<yW67P3jg6G@
zc-b4>Xt=)znz=)r3IHT&$O8CiMxDg+l}CQPCqxZ^Fvpgd!HkywTx5s&z0jyR@6O!>
zdb@#AOiRYy-Ca2%pX0^N%j!$6@D>Z=cNU+*xJUvLcv2A(IY!i&cxzsi1)TS2)J1tB
zXXCagp(x8ZieTdK(ZeMc(MXas@V-W0*^-Weo!ITCkS>J)@<QyAZBxERXKDqeI?h7H
zgnr}udm_=GNccz_WuA*BX!~)0e5l|QsTi!>opO-_5|k>oc%DUl&45TU=ZP{^vwq7l
zhAS)z`~apvp9zJ*)Dz~$qHmLrlyT`UM%(2jl*hCrAKZPNu-q270nbgv(ZTpo&iKo#
z!~^}S0x;j}c}WardlLOXSyv)z{)=I1gBF$Ii$jx_B>h5YGm5z<p$B}Sx$}r*9W}BP
zbWquCc-1)|;Xt%1<jMJO;HWjuYc3r^b?URDa{KqFos;1EuatT75hTwx<SfYLQccdH
z$*V3UDuU<PLe*jqB;qJoKUmJ`>kk6C8TY8gSMD{17OXY$657UR+7eAS=3cH>A)cW}
zRQv87Uuq!HK2}RC(NuPKSA;HU5vi=VeU$w1K%!*rg{R%gA@h92@NyK`wDP`}=9k~J
zNgvq}t9yi!nif^;r;LW)bl&@BxT2e2v+eYd^zBbi_m`K(WVLyi(X}m=LuhSdx~w7y
zB1s0QF2mFevG?4r?`2OaMLf^+FE)1$D*ajJYOqGJaW#zeVtkX*eZ9dnA7v%}0|5UM
zRsR9C@85HM_%{Imr*4j1|0mrX|7QW_Zy5YvT~GhamUI6X+y7?_hX11+@pyUOA+Znh
zo1&Fa|1b$#|8NfOyI-=s1JA4KD@s9vbUl&K<qNNA7YF{~XUDS#HGQAU(5V^zCFlLm
zMVS9me*UYp@W0h({vUqz)YQ(2^}k6q|1I7u#J;;+c@Fgc{z6?Z{D<kBJwoVebbIec
z*|t6&ckr11p>EXo72P-BSZ@0z1Hvo()%<eqvgleA#N&K$wOeQSr)va!$8aB=QeD&@
zZq#8fX9hT9_;g33+;@gk-azm4#WJJrUnPJ4WBToC(2==^(?{&b@yA!k<Q-2qUj|;E
zCDiDER%6%~86GUk7s{EuUrstZewh9F$1$tMK!TvGjOw3$_v@No!zx~lanwx(KdEDP
zYwkmsbz42Q2NO!vD^3VYPZ|GUo^jI3PG@)*9v2IjRF`U3KUccjA3B+j>-0Xv1&O=B
z@&a`S5TC9F=fLH>$Lm6!C8y0&qwD3)%gYP$pH{^TO|n_OL%vUbM4nr>!$Wz<vBBe~
z)=NQ=hhv_{&*s?2t)dg!vwKsBdoQnz#Rl8eH;#9u<A?2^ZWPHEvs}4ys>*ixM?!vv
zUS?~?;darsYY64?V>0#-a=}H*M(h`LrDb*Mu_U&=^{${OB7V1vt%0erLy53IxS*A)
z9_C@~A;yu@(ex42r8X;YRepOk;|$}Jugf7lY`Y|G_r>+a4#K@Wp1OW_IYC<uNIfQq
z_4Vn_-fMPu4Al1Zd}DhkN$}Gjyg5shWQOOM2b!0V_XDpSZyn#4A?2pFJ%jrgl}!Bo
zB&N^O4r9&qP1Ttgpi|TFw>8pvqY7(2{$VqvLQVeD0w8|(M9s|R?fu0=gZuMUz4_dW
zYlV9^&+Uin!zQJdwGMx6-LYGB3h&38<2Swdiq`-A?6w66c{zt2Z+VS*vEQb5Y2dn|
zH^02hKkB$0L`*lP`>Ac5jkw8iS3c84DqxKAL3W_@X^B{{LibP3RH^E#S~^v(&N#Mw
z!G6q_7~7h`*?S2y<W~N4sO0+MM&vM1aM8hc7K_ogzjdE2NLaf1Clq-bYU@Dd5b9EO
zNV#UJ_EJmW^2eQ9xyNN1KQNQ8=_CSl=kI){=IVuO_Oc<peXl~~Ja9;FyV4>>_j<P8
zb+D!N+=NK|U*hh6BgVh5=oM9?j_-f1O%dN%f~{AL>5tpd(NXn+3lEF9!OLGV)gDUs
zCQpL@H}gv<o$I-9I%=V8mD+xMe0)n1u$gt94vYAX`9ULnbM)IGmnqF&C*GQWSOvWj
zi2a$OS@XF=#Kh^NCzG)PAZUlKQKfYz?tS`y_S<hzxfi5nhW{B=vQ&lWZ255?$^PSA
z`;vkec>or0{xc4kVMY&X0ef5j^T>LVLUhD_9RDgX{_n<w(uB^vn2oDq{?8-hphXV`
zWkvj})cC(!!dDHvsO8$|=nvcU@9qA3DgUnSZ{YaXnSa};fA{Wh8RlQ8`VEHvBJ*$C
z<ZmGQcTVv)?*9Hr_BYM=n`Zpm0)Nwt-y+Cw`1v=@_?u?@JA(X<pMTSg-?qu$G~?e+
z@;A-+eVhDEGyWZ9|Gv%mn`Zn?Gu~c@{>`fXW>x<Vn7@aMzggA)XIT}M@_ibo?aCX^
zc)r=E>-~J)Fh-AG`P=Zn`Jhib7PMNG{687Yw^|jDZp+v6tNkhW+mqur8P4(X=eNI`
zPg@t~=eb=kwm4xAyNOG$Uw5K11Uz}Xw>tw7-nhJ<Zw%>j^A}=4uk<k@`E8JZ=L5me
zGw<)K``eHIsun7~j!}8p8i>oiP&uhRY0DfuU23}Ao5=YG)9Cg5aQxPfYPC%ldx(wG
za!9b{{J+yE{~GwL0b8<EC*!|}t+}?iK}SrFybEol*HEqP=H}-6F!gfnCi~4^>Fqa_
zqWkrMs!iGM$wLq_u^Qu;*&iqvfYs-JFqv*YTVqo*4p*C?GFv^l5_aVh3<cUR-U@bi
zkf{?ug5EC|+e32|x@~W2QGZzEi^8Ed8F}1>_x*N~a|55f0DaCMDZ`JxGbL01WH*&-
zyx;1y-lntC>dBkHJJ&f^cEK#SZ91CH{pDooO~Bv!R_jRorYIe2+G@JcX3(wUi%Q&e
zbEPsduKg2pT2B+LkztYH@{`B4Jbw2&;qmsgz*e`}g>kOak(*DwyNxE{jpU~*dU`8+
zcHQ-OHW>@J)n*t=QXaZ&m+`v?g49o{{=}l{g+Y{P6nrkwD=;iDDKM{?Q@^>nnf&oK
z?(!p7(NlK_`YJ&w-%P9^2z%6#oWF{Hz|-4Xa8=fKY>EjtrccA+i)Y!pKPm*?ys+Y5
zUZ|7d@tJnDrM0@ICN6BlHGq$lkN?TLw5!PDXGb+t;u}rBeaWYpsh8QOF*(d;R>pT@
z@Fyyr5&q3VTr&JJA~RAm@Yh`P_>c=q>9_klJdLNul!wq~;%3o*Iacu{O<rcG+`bJu
zMwML9WojJ#C;PfVskQ!->7QD0x~M&I&f~K!e%epCP#uc;=K?WTZK-=uCGQU1d#RnI
z{K=A85_;Q*PDiCJOsywz1rD}4w1T6D^b$;o6>q%sf+Mph`tap;snO-gAlDz=R8cRk
zRK0uj`jjul;pS-mO;wTcl-w|gKKw?~PG3)7v~<Vno~HoI^fFB{qf7(-bVCbJN^eqw
z8jcvg1l}_DWokh$YQd*>L&e)^|F}?QXJF?~vWGnk$v4TvsAkMl3GbU6BeOSCuho2q
zK5h5$Pgl^qU9nQyeS94`n6yH@+M?k_kz7$hsN(o4@>_QJJ8HN=bGUju2azv7Ry@s-
z>)z<X{SP+wpTHti)2=JE@xt``wZ9?G?{N2@gU|oTKYPRadV?omrjY+9t<*mRQ2)?M
zakFy$yFtu9Tao+^vFiV7d-DILvB>{8`Sv%d)c<2+5$^wLKl5j))c@AG?SF49vh40}
zHRM3xMDFj3LykZy#Ak$yd(|Dw5YTh`YVc&TA-lv^_a?kFxw+&zj9Mv~D;^vS4-YS$
zabI<OofllJ0x&>?wUbr;{rGEw|KGjf2@3FJ%DhQ^cJ1DH2Qjwj?S*_g%D;MZ;o94D
zM1B9F=ag|17f@%z1W`ezz^cov^Z9ZVR(<H_rM!$Suwr|TX@%qb1-Ih(t>mcT_8>G3
z|0mDmtbZDofXij#J+sHD-O+9D-7d4?(&JCV7wnrI`ea@L8wTc%=aVr32m8_oKQF?>
zs0v;89A-0bx#xa>td5)k@zRSdU{x>d$K21m*XB^qCTX9HDOFHQVF$!r^}3*-3;QLT
zyE8fVvgL}$)K_X#*JqEpo{_RoUXHi7@?S?5U!Po`u-k~5=7o^9R-3OmlUMh&&+0Rq
z8*%kIe-iId*C-^VZn!zG-RE&gAL-8CarQ6UoJ&D<)=E91EbiuN=X+XJ*j9cd7!nsi
zk3{h*lLfBgC2@n`iWLab#MyURmnU+@tlX9h;RZiOq<y-L48wsF2r7BqxPIR?P?r_i
zxO4J_fa|I0@*1y#u!a}-I+S#-%O90w3-or=q$ZZwiKN!uoOs?V2d9z+ML2z%*B)l@
zXg{Xs59O9@Mo?*<2>Mc`?wZVgUDG>q@ALfmVw0RD1uIf+G-z>MYv61ptF;5me!nh4
z<<R??PpKs#|BSC>1z%;it={~a6dNRQ@dK4skAqyAmz=dt{)SAPm2qfO=WKu1`;zbB
zy78;rvjG-RIw4J9I^_|2?(4_FMWZ<X*9+sP2IkG}-nOgwvGb{73lqZTw(B{s)Nzjs
zShJa%lrWe(w58LR7W90{w7{c_uMFsR;+=(!7{46(&)LhWJgjnhiSYXFOuv6!ipaPp
zL`^n|J3)~h5kMH5k~rivx)a(KX#7YMG(h}|42%f>Jx+vDLFkR{&+z!NMkxA1r<u}c
zA+qu`R(!CUin3<I_{ub@Nmx!#YjSsEK7;g_BIl`@_RG~}LS~egl3=~fjds;7Q@Z0v
zy=1lowf6=>vK*V%3fpi%@7G)JSKYR7!8?D!uT4*LC+-&V?Yo(ElsNw2m!FwDI|k-G
zslHF-EmQo!&Dz_M%tf4fJBC*?N^(_Ij-W(6NQP~5c~7r;J1Wa502HBA{3ZD*>s*51
z7xyZm?*KT1g?Z9_k#4E{d1{W8=nibgD~#4Ox_h2oq=rgi_46qx2*G%<5rybdaLQ9>
zaT-fi1X~gAy2Pqx-@T)y3DrL~0rk8IUD1Kme*?2FB~b%k-G7YuWu5p1IceQQeCO_6
zctluCC|?aoQE)ySq>dQg5M9emys`88)p9F_+k|6o`^<FmbG7FYS@wNAG$d>+pp~!*
ztdZtrFY1Nn{26G-ZU7uH=ZTd3lu1yt?+Mz}`pKj1XC(ee7=%!y8WYI*#oVh#kzGQu
zC2Zgpa=t)N;H`Lc9SnlRF5vBWSc@-9Aoih72?)M=Kwl)I!ULODcZ4DN%A}|<T7**B
z>*b|FM>%FGj&<sV)UB(!3_nMn39OGY=aD4k+Wop@#l(5~>pS>vJ5mkOX5f=KQc^x%
zw;ylKX*YzrD*zYpd`|p&{_22hg9mQciL*}+EdPF`b4_3Tls-v8lO1Aj5+}p=tPARU
zy<xqWdFD#j*21(~xNVcUHHQyKWRM*l-ir;xU49i1H?YoSHSluqh07C0xQWq|spK-T
z2J~h<u_6tGv&=tRjtD3TS6Hi11r6)7a++9cJ_hd`r4ti_7nNcSRKNH&9ANZ`yeRM_
zq@DP~@vpbw>X~sgnDI8&^zaq`Z2CyGv;;^ADMpE}v`}sKzM%HrP#&42L<*)~rq+D^
zs(nodrU^)dC{)312#g@Zarq)gwgiN9v!xg02xT}E{OmtZ6BVso!_LS8lj7wt^W1V8
zoB@q+Nayh~a(Oo;_&lXO3<O3<>-nXU=_<O(J(J0$)B4PXi4Ts^IhxH|!DzIeU#_m;
z*}Ly7Xs&s%F00!Tx5Z%yk<dz-)#QmVYs)!hWrDvDw-Ledm`f{_#!6s`rTQVFZ}A*h
zuin{B?ZUb5DbfP?m4u~!@ETWtW_ev(9AR|0{1KCD#%attR6ez^cDcULve_l@&<Y3$
zVhkuwnci(wwYI0GJ08c0{3yC|_1dMy<;LIm(Sz$w_Se*x!k;uMg`Lk|#x}=Zj>h84
zzN-}<u-k_`pD&nCbLLEaN;Xa>`PJ`&yBseQ(@}rH>Ho6{b!<DZj$+7^Q35e?(}3h4
zWtLzjLpyG-5kC9%axN$9XZQIPHOt6Y@Iw{Y?p^y%wwH2htlB6>udBUSsO?j_1OR^^
zqpa!u&*!#G3C~*^F9&8snl(U5$K+ir9<WcqHKVb6#lasANOqbkfAMRNgbz~Isn68U
zI+w-w9YS?9jLLQEhBsnR&^4j}ccSFBrEKDfzbzf0c_m<4+>T}HX$w0p%;&h1>`N@e
zD3D5*f0b8|5Mo{EE>R>|GuMPV<-IS2!Vr-N1Lui^waC!1q1IBvY5@nD<bA1KEm&SQ
z+Q)3k*A3>E4d&Mi=GTLYm%&}o>ph5G1AL=tBlVpr#e&Ar7pBY&Z`xnDgf(J5PXDk^
zc~b{2Q=JJh-}Fet8mO0!90`O$(r0LLJXGE8STC4r{@Ho8RSf8_u#<@X15Qz4gJZmL
z`F$Sqk0f9Wo(LqZ<-V};^Q6%s5M^h~_xN4Sk7;r-g*q7?`Ie1!=Pgv*Cevz4ZgUKm
zRAybM<Inp7EuK%78y2MfYa@y9{2|E`a9hDAfpTq6DFq>%9o6G70gEc1zau|wj$L_^
z>H2+&B+_SPX|6jy!lW`>vyXH`S8`98Qa?>uWtlfk9%kK*GF*3ZukcoavLo5ff>GTd
zo$D6E6jO5O6yE$)qYj~K|J4rR<Lx@56&|p2HwT&q#aKk<b;tH)XSMC!+<~OiptQYb
z@_LAT8>Ajms4T6x2`)8)_w$_hbM<ap11)Dfi@oHnYnem~Tn<A&G%0lIPaN4)w9)Hm
zl%k3&XfiA(SS%q7{q^<NXFhG5bP&HJS4`ua0QvQ`Sa>C+ZYKq^2h2pqNgRa(>(}0a
zJv7Nro75`DoxX#5%t#^S4Le%K)=-QV;Rp7;I%bB4^gFr-@|&q{L*THPL`1P-V%v;k
z_|x|GmoWq*?0L+&;HvHZf|6n0Ef(Re@>>NMk~C@kK6s>THoqq1qP8fPcNfTQzNdPc
z7JUoiRu33()~R-2m`1ECHaf_khpEOEgofD07a29I6alPO$}l#n)st#iaP;+5?s?^|
z>LDNve=cVfdM-|Fdu(odL}uQ!eZ8?wh!T-MR#<bH`SRZ51VIQ|UKRs2Tc&Pd&v@+h
z>@B9<(s6#Ugct!m`o+J?m(V87!2i(RQVAf9#q_0wp0er;nJ=lYmGJ|RENxb<8`Kk3
zEfIjR=kq;Sm`t}q#C}1<^W(dO!mkKO{EEIgy_<6ih_hehmpZ<*%OI>N@?^_zIMD!5
zmX4n9>`3L<Xm`ABW#FpABO=`;ehIBt5r7^3hNX83m3)sLU2ZJb&p!dzv`j6_Ys4pS
zuomyfg6qRAOlsFpK-FxH{RzttBaCLFy))yR4SCne5+E)^_AI)S1(WJA-NbRpQ(fPS
z)wub|k{kso-nPGppp$c+`SSB-<ztOW%<hMbbQ|w9#%ctI(N*}pcMv5=bg8YEuPyH|
z#q?$(tI;%dJm|u|XttxKdiv_=Ztrj+9!TG)elHFp0&j@ne_h>O@0@c230bVRWTR|7
z?*6c1XG<XJbIt#*X%Nyr>DvP2-ljV<3I&NX(72ka%=6VkON(nop=d-p9a@ItGrdd0
zBTCUDz%$F{%}gyCfS{-lR4hnamhgd5Kg@Ot7GXd&U96JQG`5B>eRK)2oy>@-07eQR
z>o&dDLN0C#xgWj`s=!y5M60r1-5-(%lhqc0B+-L>LCwH%ETCl(v{YOMh*_ngJWV}+
z%+OsK3~l_v1(zb}3tx@8DQ}}r)!=94E18>f1O1pP@CyN%UzK&6)Xhhvyz{Mn*Rr{O
zD!1p09goX8vL6`Unoy|01!9A78+7EWzPd9jEIx+8x);N$Nmw*4cZhXlyu}DNyf3D_
zR=eQKrl19cfHOEXCv+YkW)j*^$<NM~RS1(x5lbhvYYCP|I@i6J^Q(;4J3g!BlP>z!
zlzEQqM!({47G6$=<%r>wlvwQfkP9)3a%h?197qB3qpIkg1nnt$>5C=T7p4k6D{*ky
zN`x9mGgljN$O;IYox5<E{17J>5EL)8w2##HwD$PmLSi`?ce(HxRo%q}uHIIpnRUyS
zh_`p5*YO`rAqg4VkoYqX$qA9YFyj?}#h^>2120;;D3>fBuEJ`=Nsv{6zS_I^pPA5d
z;PO)#J_YU-J@dU%?L<oKXvCg4LS>?rgP_}jXc!VCmhOVQ?_i;r;xH%pBtr7qLiMl{
zshSvwHJS{k=#jYxW&%(epqX^JPx7xdFoTfO9<K{TNt_j1X>W)YrreYe%8Mkf=F=4p
zh4DPn7^zYmGpU{WOUnbZ>>Nze%62um<~Rc_*M~9OEl?7{e$D2*J1)7Ia#J}J<VVKd
z7dUZ;S0x(V+#sY($FI8{M|UmSQ8C^5RCWAL%>LR;CqTx34X7D4R)|$Yq*^tf?!O2F
z3m^$ugNZ=<psa{2ZqTQGYZw|>d-oK;>KW#)NWl}Qp814?jtr+~CB0WW0BbTrQTEHS
zk!8tV(Cd3Sg6{I1T?Mo5SPI`qhn)w*xnZhug3w7IcYEAb#+JO8h)fwci`_bmm8+N7
z91eQco9W(BA|SLHs#^VsJ2A|!<MhUoxie-Jl=H_Nnsqpmqmm&0HCGe6G^eBFH(<q2
z)6t+}`2_S*CR~$ley6oI(AhUxRpLbeMPYw|XniKfSnx|3Ra(c_qiFWBr-7@Osz91@
zoCYJSbHa>ZvBk-$(Xkec!du-iLu*&4L=R3xD+-%_aXYK<zV=$XIWy<8_sOBXed4bV
z%J3ZT2O|lj)DRLi2%+hRIJJNbZ&<|4`ylUyY_*#Gi$<RrhI@X!B+U-X)-Afw96B%6
zLGxo-#~qC60}MOF$H2y<7^;<(K?e+4PihA|k^H2dpLZ}GkR1-F>fE@3O$VKFK&km9
zehZF?7cxwq{TLUJC~9{qSAW4E7-e}Y1%$GhiG!9C(nmOHC*0N_v;@MG(B?vCrnz>|
zZwEYpk^q+oUdf4PGEuCbR+{V!uC;YND3WB3F)H5A>&(rH>JM(^HkR#vR=xk|&>-H*
z0iiBzc^E?Qkth07UP;o~4Vx`L{O*tqX@H8Hx3zL?sN&4l90#ew^b4Z7TQrcoOd>Z#
zKBZ(YecncGBqp+mk@lC(@ss&#I_4u=j}`y1+wp#MlcRQvNoa#&rSynmrK*pad!2FX
zH9=W{V4Z5wk%;VF{uAyrF(P&=9;(m+O@UF+hX<Hpf;Rf%i5Vwicv@b}!j`=rQIHfF
zfd&&0sviUMgZ3R=4XSBC05|Zf@eILr+-0e;)6O+^8+jAx70-l7xWh5?j5KbdRn)cv
zAe${5vUvT;i6=jX1wCtzM9<+2c*|^nra3-Y3fWp$wBZ7p+>}4$PA<LX8Vww9kwqQA
z1Gy$U2BJd`Wzl2?ZVz_V68QuSFd_n4WE_9Y={!{ew4uwcU(oA_uGEB$St*CjQ@l1<
zsOW{3B_f>m#G2HScao(B9ZZxH?)C3AKS&T|tApuU@>{UAUC?TE)!k-cFjP1Y9M4)~
z)tnnA*~GWOl5*)5U5~rKXC1(iuqp@!5>F_<MDLrjqi9npq_LCqBNQyd-l1@Or`ANX
zK4KOeu7?K9M~i*=MNu%>F)d5R8~Y(58HU~ED<w3H$D7yCPwyBR<wsa0C1M9eZFyZ-
zT765=uBMF_qM%v+q@aXsQ3-`Rd2G@S-kd@b2nmAxDq=`S{@%^V&-{)=8LPAY=2P!`
z@<z%ssy*c$t$qLs*FU_MXg;HEZ4B6Rfftt$%cvw)k43TzJ;Yhw`y%$M&IIZni^1Cg
zYGL+LYW7)dXaekT98wB{R%AoV>`b{f^V1q*iW%!ULma5~)RjiuTOeuk^aZo3_`UK>
zoSbTOaR@tjA65nB)em0EVFYYf*$%gc1E5EfLZ?l>-be^Zd-~!5zaNV?^%#>tl&ojR
ztmv)ZJG<iJkNz@7P%SJekfuxFooR6}@tY0m_;--Lbp|I8MF0k013rjA=c8b3IK-Rd
zyfhRgM+!<Q*;$M1k%fHW;Z8jLzPfdj^exjM-jlS;>j$LHe)SddMt#d=QUfou(nh>^
zJ$_Xm>)XJL7-}akel(KJeCSsf;{3^F9OT7jne0ua$Cu|>@(_8OFUd!=k9}dl<1TJy
z0ppAM%sGl}!Hh?B;m3VVpn3XK^}%6<wFT*90aI{`<>c;^nG~IDRAg~TD(zJ*5zTV0
zm^3Y+FNDU-Y|h#7cZywP&(Jx$KD+R%_zSTJdca)ooZmA{87#xnj>j`8NqpI|Z@7~f
zfc`X95~_Z=uNjCZF^+YFc>u4%8+h!K_1^rgXR5}B>!}KBP5kd7yeA`SN|??aGh72-
zB~FYqDbG#31RZM<dKz#QQ$=u+TQ`67Ma_R<8Pv213SukQp%$8w{U*3H=~-Jz^z#Vq
zsy#X4V#Cnk!RxqBGnsGI?Q1{8<hS;F50mqXWUJJ!Z(#0bDK|2P*k$u1HMaa9{RQBU
zdT0@?vn^APL&a|v1<;Yb$*0;G${>gStg{1o^Sfy?57m(3Ns{oO7j<Mz!|8n!FJ(FV
zEa<e}q}d$3x@7j$E4*VWa$UJ#lHt{X<59ek{S(I=lY^nwYdc6JUo!7Fvgnq;k(&4H
zJY+r-^eYbGv35jZ?2%8}y%@E)Q4hjeJah`4=cpC$@R-h`=?2LIb3uuhbVHjf-NhAr
z6JvK+_CwC93()G1GgDaymnIH^j*dGe-Fw+gK77ij*eB3uFDlMZJ-hqX%Qimi-q};0
z@B#+Jd&bP8l5gfai|O01MDOp|ioOr*0eZ_*A;`JxbdYSpT}(NC$#vHnGc~(WuJ{NO
zFS-n`i9nItqxAz-oLd?ds@jLeEY1Kq!^SUK0)DGYYt1zDB+|1t%55Mfsuj+6{C=wq
zUI_!Y7zpXm=4P47i)6)#901XD3Pz(@S#uqo^eN5Uk;EC5@fw$VJJY4eTs(r5fn1mi
zpsoK@Tt<BmGfU2%NpKLe^$>2Dnd*<3`_17%fE#k@X}iFw7)+B=C+ESn;9635IqYj<
zL`QM!b>}m;+pCGDpf_8k*yq5+RpdJV^x$a5<Mv&vZjo<`6JHuVrxsV(Nk2mZNcG$M
zjMfaD9|fvMj-3kczl61Xh*a`pGbxUTP2oEpv!jZ0)d_02_Q<pnED9V4d$00LZp*)g
zR5ijb=p+rd^iD8J36DxW9S%tv9VK4Pv)6K2jxqO2r{=VXTak~BeazjQsorc=F+|?}
zTbL6lxZNo$6$@G+WN@nv$8j|PciD=cp`a&s|5tfe4m%0R=0Z(t82EfoXikJ3Xm0f8
z8i#e6Zme2S%lCFdF%<%bncCy%O_lY1$+SKpa~(cN%9{WZ@ob4+OI!Zbud`^PQb!A}
zD8)g}N25J*N}e%k9CFoJ_5tWLv2FzIV@^u7++Ko4*`urHbdEnhw+C6cCikKeEmV05
zmSxwKMvmVtxM>!^#-$*pP{%3vCrYBgHu}Oz_#qW<A!1)vA#qu;CWoGlF6QWkFJTAp
z(j4ayBl^xtLYF!CYH~%dKSUBN7u}A()2GU_zmTcRRMAdH4*JQpm0Q-`Xe~AaN9bl)
zt$#bZ9~PCuZhf$xW(86OayZkw@yZan!6%M3D#&SXgs+oP?kHxOe9>8c%Fs^6?aoel
zfGOK`8*Y?ZTT_r)C*8}<p$2acRnNr~B2m$Bn4YsRJseoQ2J0SfFTB=Z(mlZ_EUk;~
zhlG`e#kb{oQng(%>akyfr^iE(w}3*K0(7%Nx^}DbVm+OqFuY?$Ffu~$nP-=6CaSWs
z80O*k@X9|xq+&}ZgO8)+5iDHbr=H2&*b_qAn$qFUvpRI8=xO`OEs2k(G9EdrtUoN(
zt9)=k5y!^;5+EPm!jTDh7GXmmJiZWR=N8fY7{iDm`9sU%%zj=lG_Q}k7m?MNTzb3J
z^BUT}g`QuvNPH4v5)X<0$XCH^BF-O-^W!&9iB@u+X27@{3m(%^5C5YH%?e5Td#s%>
z<g3uKLz9C(bADe+h_3`}`Eg{{hp4;+bUxhp4cEiEg|XxaQ*Jl|3z;P)zxD-Y8jSjO
zW9llNKX6Inn$V$V=Rxz%P+$dMM+#L!pg+LORilaE?QNE0J?-5Sf=%JMbsyvx8WYS=
z2v4$y;87uLh4j6ie37-ewV!}m_FzLyIj$?)J%4(+F)?7E$`Xb?HaX<BFv8+3*Yq+a
z!P(>v|CBt%utU#dl8~MKPH@~UzJQG1LXNZ~7|@Jnmz~p8v<#5bWz)V(P1(t{&}5zH
z3KndD29OEi!h$=nfl;*|YDJA3e5$(;LuYsT=|l`jj$U6N0A6lPUGl+_6$q>^$;zol
z5rQ@%pt)|7o)}I$?ldpjkpX<*lB;(2c2}#AzW2`GCvva0DT~u)$v5HZA^KJEw|n}E
z{E0esQ?~#L+SOu*QnymcEKcbxL6w^cId$9ZaHKi5sApUppP!58>eGg|@COHIgN$KE
zYhJM|h6fgXG1__?cx`}ZGCdH0_h2TvZyo2Qq%}5n-eRCs)buoZ6ewlM!JYKt)Qc&O
zgu&WOPA(<A!SL>?yI<8Mb)yxz)fMX}<fy;{IBNSZ8dGS*&l6x7)4WJomI2?L5R-yM
z>mbzMo~~}$#>GFyU{i$at<Z|{sg&KOa3GAd^6fLf8}!wfP<nZEI!1yB3wwvg-WAA+
zpx+x&$sbU0mv+g-DMr^@p9z-iXWW)KuC#p=r@qs;x-54yBL}SL>rtWitW?~1p3p>g
zlW=|?+K&+pugBA`3Kn;Mg;dg+NX5<#k2&S3&6Y4MP4@UB>YmG-5#g$at}lfn%U0Q^
zjMk<f1M7ow87;{$77O?4?4^!v^J!_Y<iirSn_2$0>I}EJ6iRbF5!(oIoF|N{RL5jE
zONxLjm1!zm@{&?@*d7bFQ6$KG<h({a*}*!A$5j_)C2VH&^#q{3&!YtdO6SqfcT*;a
z7}|?hDZhhsuON@|NHt*{X&8412xn!(Cw1^G;RYXN6`R=W1)nChKVlnoJbCX|TZ+r%
zf%tmJ2IM*|@i)_H9p3Um?d(Hz5FX(Ixiz_>Y=4Vc`J6X`Yy-yvtyNR6Y*0L~R-8H#
zBQSN~^GIdq10o1c+)>b!+SP(Cd#1<##KeC660z#GWd`AZiRBeqg&PG1k*ly<)<?}G
zHFaGPI_ajNCo#L=NkvUM3xhFE(I0FpfXw81UXcd{#YG;XZ{o0=8q2Vo-g>)U*}i@I
zVYF?(z%#0Wkzj9eR*c9Ac3`pMw3dhgvBU0>DsC}*aO;T7gM>opW@w9EwEns!WqWlv
z;1ktBMpoY2bNa}1qrvUz&1aQavp{KT?0DZb@&x_27l<)HHdS9rta{#VuNMjMgR1Sb
zuZN1c$+D*X7?0s40O)ck4Yv4tfAk>e9@VL{)!<S}rJ0G?{cQP$RPS{W6tlTHIFSml
z)>${rN<LIx+O>l9PIb;H8r2e1SRarJ9A`PaLd-=+^57X{J&`kbG_B8qE|h{OMiJPQ
zTdaKy1nHz$-jo{&t&w?WdN)pd_067u5`+JmA2shy^<cgPq)38EbdYX^7YJ~EI0e|)
zX7@|s0?lqt)$!`%fw&p$s+XAVb*PUKT!+q~V!>ojTggCW)ED*QW&V0KLJYKV2zMPu
zO$tu=2?G!+u}b93$+G&95e~fy7oqX<*8Hb(4`aM-#<A$ZH>j<3*Jg<K#4#V~?aZYM
z2VguK*<=;mG!7^##u+3gru8D?$a8!6-+9zr^Ud5;l(<`{+>NDvQ`)JaW$y_-5H}i;
z`<TtLIaYHc`19`WAYUSgdLkg@FfDVqArr$Yl_YI{L3p@;5e(u$jewZp98-EfS!9!u
zGKOSBk7gx3Pe0QSvq<$b{x0TYgZCl0{QGP}?J}^~thJ@tu3a-`8k1zQI)&6b;`0DB
zo2>x7`y&Bggm36NB{)w^h>~|RuaE17Jrl0bE3<6oH*3x@rW6zt*VBYoI-*4C;0fhH
zn#lE;(Q(`U12tdbBW&{f>|t;nBHgGiDqhqj^&JqhRfX6iSz9u}h`UV-o)rLD^dEav
zYt@ge`PqeUW*S@LUTwZ{_{u9PIw|ebM5u6G?yyW%=59^*;~aU%_-Fo-r)0gRno?RG
zt-5r=?uhb~$1@{Xa2E>$#DJM|T{QQH0pXP^cW!INHyF00D9%UiuQZR~?@bP?0?%ep
z(;%j?J$|_KJ$HeRHbTBX8QJ_!fGZ+-Sd|{9{rp}F2wj;BkWO?w0`}sYI294r>yuGr
zP3D9tF|weA_~ST32g1OjH|`JBfcLO=iY=1sPTqcfPc`@4(!>J99eZq)n{svR6qY2|
zbX?kTH0zydK}9h-@f6qOj&_hg^yP~sQHma$6)*<ZCe?`X&b@{*4VQD4M2zk-dJoaY
z9g9sa%dx6FWrXe=hd>({XLEz{7Obc$yy7^ARAn3MGo6B-B$(?$oQPZUoC`~o3kkbu
z_eT2((rYQm=3AAA+?JX(fd?{Gd*p*02N*kx5bKDGACFOaC3w^OT)OB|qdUXhk}k`V
zF!Bdkr$mZB0+BuiPZRWb)e_m;i{C9N`y_}_j#<am*`mn7GMvwhV0?`VtKfbWts^pK
zm6~Cq9R}#(2eE7e7<fL~kGlS%7U7T+DydEo!Bm1Vj`$E|1<uJ~3Q1-Y8@vK$l+v<$
z+mJi9tGMv<wF<#Q@^HNkGO7!57c)5hg3YFRjZwYrs3@~bpZw~Cqyln9m`K`@k=oxi
zC0*@%QC`z#0nU5e9k?l3a6Bn^glb#Adw%fzch<FKyIHGmL;|(?jL9??oiE5O;&r$h
zCgydz?IcH{&?%~)R-`!poos7lQV`HPH7bbvx-LhqCUd7OXjCt!Iu8xG*mLwX`)5RW
zp@NZhE0@^(xK8EqC+U#O8Xd0m`aIrbEK>))ZyHUg=5FeT`Y8Pn?312*N~3v8-=h2w
zTU6LT*n|v(#^d8ktcJ7ZPHu9ieOKGrffbiONVA_IyhZooVMdrwMYS0Zb>e@72#x$~
z$PAbZ^H&M)r}e)W`l=O0xOqI`c4WMFeY0)qCwB{uL9Rym>BGk{|Fp-<eDD-2<z8@r
z#W{?qiDNW?N^0XAuB6>~G>ts&(Olq_y8i*e0U{-?=DP9zS~IF!SRn75>SA50WHV+K
zUBwz)BmM?+T1o*9SDvn1EiMJkqB)$3lh4W|u8%o#ETP1G*PYa^uzO@SM|kViOdS8>
zQL7o*O(9m|TM7)(Wav|HQlwf<Y7885J<*3uWn=I0<n$;(uB95aRXi1}k@v;sk@}xx
zN*T7Yh0$i@6HBy{3&oZPMT*fPq+1;bi}pXA*EJBSnllp$*IB@SOWoG$UN?EP1U!X1
zOrno!qy@SfTI6*pteI=9HeB~l#IM#8twU|~pFYnz9t(6cTBj0P^r}c=S|&J|@JmB}
z|E$*l-w#%FLYY<{&0Ai7+UP<J*(dweDA~NF^l@7-i7;{iuOX*|&4oSg!^vl4xbs~@
zKayxN(Cnq&)Et28N$=49`(}OPT1e=EM6y-IlTZ2)ANJI-H@AP6zJn%ET1fNlIf&s@
zaFb43mGuDOJbE40mS6c`(@t88bbPTE*#To)aZXx?yY@?ADNRV2OXy@KhC<mi0(t3n
z9&H<%nWLIwa?!gf5MIlw+oYIE`hm<yZ1+45dBGCO$H=hnG8nX%r3OK}f)0ninB8Uz
zmKW{?*J8btmYL{V?<FkF6HZ!QglIoCw}J=4T$r(D`B*h2B8sadRh(rrl4CE8wr1j)
znIwBSevLN=!ls_LmAOoLG`C<iKgG_^yNR#}$ol<MSDJi7RC9jwhrqqiCwDC%vSQo-
zSIE=4QChI1B2R}j!K5^}1_QhH)zuq@{M>&j+7+C1^GYXPqPrf{Hdj8q8ce6_x~a_s
z$d8)rS?AwFt()=d2=yy^ArClgo9A-Sih3cxj|d;f9SRX$+AH8anFFPj1<CJ}QI}B{
z2ym!^Q1(QB?D8?ei*X)x5-jwHaNkd{a<2Dz9Hu}3wzedBvp(Lgx-rONpY3awlLGPe
z6WRx`8`o%s(HQNmg*aDzvZQAp9^x>DPYkhhmfnbc1S^YFqn{jnANry_$*pNXt(raS
zv@a3-Wu~p57qPNkz3Q_eqY$LH?K~+(x$<Qx_~DLwmiYpw;Z5C0ontlK8`uGmW{J1q
zC~=uY-WEdyb@ggn{DkM*vAAr7qrB)!a5E8SVmP*h?Jb!B2Ob=qmro2rRi=loJZUds
ztIrjNd=^zGG?v$d7awso88k!uahJ)dW+%JSWez9b%qzbP^t;xs3E8OIB&z^eMTYsQ
z);Mfketl~P<*_43nCWMNpdrj)(>Ifq^lJ)r2Orc9=j>98t(wAri~1r8BNqSk19dZD
z_3F#YVAeQ^tQV=aE$+HqDui+-nxhSZ?ktIT5|O!(9xBPVUqfi`8kXhMa`(YT#Gl^x
z0oFM9zde3~V>R<y7*~dMBYJNzU|AL<!zxpl7aM3qXAZGO&ZWCc(C^6H%nK3{SQ0;_
zzi`3kjYd2{2-=N-FzTPrPxzn({GN!1{k`!XUfJZEI$Dw=#_iF@kF7EB3}lcs{~W_B
z$H|(-7T`P@7T4tMDRgKHBxET{<J-<HT5Ry{%0Vt?g}?+aaZN{;X>tzd_EusLyb2Sb
ztn!h&0BvAYE~BD>ikv#MmjT(mdvMISDnDK&DAmILBW|~)$ST*}_=VGRYWS*C5p+o;
zRGNWlH&|+gjaxjE$*rlU+k<z~&Y}}JKYLkjmBx@1s|eetvjOYS<p|bQor-$`Ihk_b
zc5o6lh%+-828x~-fb1HMnox6vd(?PqZndK12k3DuSI#POrjc35I7>$$q%=93@2)vK
zv@pP~9eg|iW+dmQHn!AaieNJ^n6wus3F!t}Cq28{TV}_u?=0BiA|Rl1O62?^dgShY
zWmdUU(C^ZD)QVqyD@-aH=xdj`*dk|s7trNjMol>7K`sjeA=EjXCi~61*&CH9u8ycx
zUoyF+Y&UgdbvUC~tVi3^oF-T4CZP-_`@>zg7FwwMogM_GSTcs;;8`8eQL=o120LW$
z@nghd@HtJUgZSFC2z?AlTqT$%`-hwGa?vGD8mi#sY**?9=UZGrCqrnZBZ!hsE(@Z@
zEALSGjE2WpZ4_#!eSyors|4@z14`6CBdv_uSSJEP1yA@o4mt4=9yhs*#i7qMu8Fbt
z(^^XD5B~39iZIPS=gqa5^hH97;9HDTVqkenk$PXP`A3>hHfhsXCDligFb3h!`*Xp;
z;Ys-UIMbM76@VpP9MFovqzK}l!1+z`&|+Z@s=eQF@=Ig(1AvpB1}sD?w)`!|-3#>V
zg83}QhS3eYnYrnw<j9lAwM4XFsimJRCFV|ylr=^m*Nq%T6$#KA!A)6K_{6La?{N^l
zLRDeaXB?WOah00z0>TFIls-bvq;B-EcXb~2lY>n16B$(ibW8_>44X~@o+F;URp*)^
zPvIph7-KO@1RODmvE7>NBc|*lp0fdlUj$HaorSU9VYl|aN7tm1*S0SrRi^vcacq_Y
z|I=a<R&z{o--vGgO(0Q|W*1^6#^TQxgveHuh_k!317HvoIW*_pvD?^KmsMWNJ6lV@
zzI=3}TrSGm9e#B<h<<K;X&;Z>sX_!$QR4K(jTgjquL?YSKi57E8^R#~)4vi`!SEn;
zp{y-&q>Q{XxO2F_Dk!*PK%Mk$_#WLS#YV7+!>c`svI*pG61|HmlCXdhI~B?7BBijQ
zFK^<QNmXO|lKs7~r=*lYB_vgTAu+JEb3BKI`}D;%2JQ|CpCw&3(Gv{fesIg0pE#!j
zSXHb&@?Ppu!6_JZRE$!IcCSE5;k{~pzDWY=*x^^&JzXyj_2fZEhl?0#iX&x@$ZBcD
z5<q@2OCgc%3;-N8#&gQ2G2@LXP{f%+V<t}>ee#VVd@}7eIxl8W<=Czggssyfc0DxD
zlaS2$PJnRdBFnZN74xlAbUP(AP(L8%p=di`HO0p5;io1r_QPUT3oQDAL(O%t=Fu;R
zu8`x>tO4J7AEWNh+P9AGBKjIeC>oj(76L3eAcg9>ZIx;27q(bOuEHs&@fDBJvGvGD
zaXbYxEK7;Q4uZ)+V(nOR0g~du*bhU;2E5Zs0@-R_qZw6#U!SG6j$eFd9a)-GqYJx$
zQr;WqY;nF|;<wO9wF5@C`mq9-qmYPBHCMSWU3YwdP5DO-K$fM-hRI<ERzmD8zyL>1
znYLKflNPI6l%wn79}cEW>;MS=@g4W^TZCo^?3Br&FyD;6a&sJ@g%Sw^MiDog@!5Ku
z@b*|l-+_iw`rC4Zw$@1uT>cCIK{M)gJ_g7!Ps)l{P8r0P54E!BW<kLtYK}Pm(^We_
zFmIzQb-NxoccPu9GI>R)1!Uo7?I~$|h(ApV?@}YF%)8%%f;D5`lz<b{^z41HL<D#{
z@t7Rrd_af*rHv`ycJO3My48zQG^2Zqx~%mQ7t`!B2sL`bO0h2Z^D*{WSy*D#RucTE
zj5p@|By)F8QMM~xhWmp0NUj_9ZVPjH1g|N?BlX2yD+)c3anddGlLu>)Da)~Vr2(gQ
zzyP;|997p%GK>~Fl5q6fSt=0yqxUhW(cNif5^~!NWv2lwgAubamU+dJaL{f+<&-NU
z2#(Y712{I>lWHNseI)r+AjY$){AoSb2;mdbH>~=UGkKK!EwSI66d6utMeQOAYiYfW
zQMM8rSAYHqNq70GA8HDXK~Aq*aF@-Am}6d%HlOlr7H^rCK*lG&0JAS23=w+^!HwvR
z%7&fzD42tJcCKQ&MUj`9Ajybp4=a|gKgbd^zsD_z=zf175YT3Oh&nfn;k`E8;QH$;
z<EDeBgcjc*fHD$>Lb%cQ`+|g?tb@I*17)o(!AX~bCMw*KTfjP*C3iS!Htg`CXX&6_
zpC{zPQL?Q>GFxX*eJ0vU?YA*lMxpBDYL{xV0HDw53}T6%(w1}k^uiKP*{+a49f8Q8
zW(ot@2Qu+X(ATF!;-yJ9G6?<ZvLPcbFf0a_zQt+mP<blYAH1@?xKinUdSQ=OUzyE#
zU)@Q4%A;yCL#a9F#^~&5`Z_c8BT-4KQ4D8zTZ@`eE<Ts-79xnN1o%zbvm=O}X0cfP
zs4$XM;N=S6?Xwe%jU6=T7Qwp8c)|8s+R9ClfD4xFFK)M6w<L6Lxh~9EQ}gJD-Y*H{
zx>-`qTo`;OA=U!_ZLrC))%GyN1O{an5nk4hU72-sF&94<2BhnVnR~QU5p0EVRzo<^
z^*-n<-ELC&h<={~UTSMDxmkw(R(7X=BW70gFqdQ*R`Ej?>n=%bL3c__Ez6Qg0Ax3x
z?Zdu*CaY3;{<V+~Rr4t=tdjC~lu>ek_PMWAR<fL6zai2$KFHTA1ksp^VwqV}&9RQH
zCnoR+j*8qYhMs`*9KYQTqaJ*>uWr-J^_i9{-jlp}^e08w(7}w#G@Xh46_4ipp<$Eq
z_YoM{g5*emsm<sEwK@32BZ)98U-M!}Nb3m)1>t!SVcc*rEsP>1)k;Oop?#?pwFNho
zl*gk@zSt7CMZzw*DA{2A#7f6nB0Ax^VG35Z8%Z&O%lm;@wsY6xMw)adP(T-D4rZAq
zBKi_I!u%7HEk7VSoO+qtJU8y5o~uvQ*F))RSHrvy3l!UX?o{IZy2F8dj7KPwd#W;P
zezgve30d}|xllWWPqOP<EbJ6z8v(AOR_BYlBicZLqdUyTl2jF3p9xnNTE-e%BHTy4
zBR1pr-N^dxX_~EnXW74q9Tf4Y;1d$R#`#jTuq#GbVGliznO5iSCj?Y<RNs$I=FJ1G
zg%QaX`Z_6ZX$7@4O;mG4RrX=VEZd_W`S%4C<sI_ky7i|K!UERhrCYxoG6j2^bIn72
zeI?EH0vZ)%P2fZ19C6+;Robs|3yiyXOTIC?DROjKwkDTMZ(Ck($DG|uC%h2Jrjg#5
z-eQhAZWGYq^$oI(a8y5z6nNTIu|vix&)5Eb$Dc3dCd=&kyNZ~Kjjum7$5aGU22a0V
zauWN3H5EXhgrMU3xDc2m{}?Dt<3vvNeJ`6PN5IfNuupasoxzpWX2$P?cJU@h6w_Sp
z6Nfy$=MLiiCIP`d;!z?-YSC=k=+Z~dR#)aCWP>v~0L#hGx_(~mh6p7l(o-F*j)OlB
z>TmA##=vaE@o!NDn0w@32MkQXRzWgW$p|NhLmGTx^x%x}A83zZ;Jhu{H7WPT=S(<m
z){N3rHsH=AJ$QQ!f)|8Fk8jWX9WOucU4_=K?dUI9g^BPYdSY^i=Npb!grzo9+&Zov
z8HmBu9%i=#%~3#@<#4g9Wp9_25?i{5&t($u3!Wyn{E=ZxEbTo&MbmCmz!u4INpzdc
zVbO~&8|HR4Mfz^>n-nbnQQ@;$_rfOS?6RndNa*(mfVmux2qxH0SzloKh7bl<SrA~T
zbp1O&V6jO;q@v5SE8wXa0wIHdo$w!an1YH=loO%j1t&cQqM2e>(jvHq0078j(P!w7
zZ>Iv8OkH%JkUBno){K$^;f+aXMU`!y8C7Ehf3}<jUuRI#as<2k7RD=k<D@m_KmRIK
zKzeLcs^r$fjFR$C0+WWUPA{p5`hF3`h^le{{w9{yEf)2Y^2FCeTI+1v;xU$2oF-d8
zb63b}lwI5jd-m!pR^0-z=qxo$58mz@$TDh_D$(jUYB`C@Psd)U?xI_AK0m;d(tz#e
z^bH3+m0if1Vls$Y{25;ZA?^12!*bI{yJRIX)8@wJ;L8LE_G!W=`0a4d^#=ur7kF#m
zeOilM&v$C$;2WuJ*^ykGw$tUGQFwqLv#6rB6sT&r9}EfW7;iOr(QNq%YS$uP2f8!a
zP@l2%oh&Q5)WQ&5um!pVGF7Y;4~X~|`B2%{qolS6YTI&?dj@5+T+ueLaI>!gwSTaF
z@>?2S&)xlbH{h^0adx{w{Si!6WPu>jD}8nfPmDv<d|LG5g8JP!j=HGfjBi!3sA#s;
zsHR2V7H=2Slx%&s$k5^_J4x~AT|5AqH;=WoNZ^BHR&Dr~y3D;^6=eP5Y9j32(=CIo
zVS*)@r0^12jSrb^0)?RTa4was>W?w9(~0<7&=`883&%BQpbNBm;!#eyaCFK^mH7g0
z7K%IZdXkXk@9=7Z14GWk$J)f0Nd;<@y}6K}3PBg}X#7q-kF|PLr>{u+EK6<Ne1lsq
z=>aG-Z_*Xgm3e^CWhe*D6%q&JS5W~!{xj@q!e+vYEq;WOsUxfD<4N916;ZzWG;xQ!
zbvD+lKF3|x!s|2F$#-y5uDfAl<g!S}4cAMu&$eqOuHS<TpOJsLO=o4}%y>arTew@$
z8Rzjxrc0B~xgp*=bFh7yS;eJFHmRn>(#)*Eb^fks&hMh=Nt6-?+IGf$QL)=tq1Hm4
z=d<u8!d^s~vU$+iQ5Wt)NPRrNyeu=da3J5tmny>9Ayd-b@A`g4*r|G*<7^aQyU#0y
zt{Tw9?SyvjLpwC@SNBeLw|}HIw=2SnpQUBqjjmIQ#-_IGE!yJVMn-YnZ(L6SflVf4
z#tAy(pf+huA0cvPpO54|4Ud(xd*#^kVUUG5XXMu!%jKwB$AKboy%9h9Yc@5RI*t0L
z`_sxyAFwJG;6-89W!yq#;Kyf#Hq&Hxj_Wg5g}j^4Av$T|X8WUN-M$|)mb4(yOuDA0
z`H9OCl*=l7FdDHRn#aF9efI{Q^JoalmNk!C(WO^zZ`yi9{tS_dj0y1?wtBq~?mj+N
z(gg#|Ez=GT>{8UTLwm*CBDDzd<^jQ=v(xrVU`K)-{7qLGwItpB92un?<}V#UHvppM
z)ND@#>&_!D^Z_%1prtHyQoM`Y$7-<o5m(<YZ3-666iO7^o_2KW3$>ZL;M7ZSW(-jT
zBfrWn<08|Pmtl+d`BBe234?y<<v9iQYfF~_bm5^CJJ$JlSM7~~WlwBb6ywE*D2RA3
z#j`+yj8l3bD?ZYtu!Yrh(#A<=*5Oz~rvHF^czv2PxVLdazN0a#8zgll*U`2ITC9)C
z(b4Ket>=|8i9+m?k1fBn4+f4!<@We0aFWpOmx6Mu654f1sh#SVadAxS1^nrkoqpx1
z>E<^-SviTrj*twn)Y>XtAs+BmL(X9dA4YSpybhpq$S#c+Ok-QgOuWz1!_3dmS-yMy
zdVE#~{a7^%DGp&w0P!Iq+A!BV(nR78<r_tvpq|kgw+xW@%82M<yPvK@+yqW0{1IO3
zHs$ziMlR~0cY^8%$KG~UEK*@gZv^jrIPzIkqg0=%xY9r#R~(h3WR(gt%>TvSTL8zE
zYk$IKW@e_?j+x^&#f&jC#mvmi%*;+qu^m%v$IKLS%*@Qp(A$%lc{6YKeOp`g|7v%u
zcDlOU^1Zr}?vZqKK>8gqe)#n-AiLWk0UeZh#fNp|+wkP1uCn`vGq5#ydH~8Ij}hWh
zNT=&K69A%yC59BG1cyh5W={h`)t8=hqNX#?z=fr0mWnTSr!S1X8#O7RiNlpOgUIe}
z@{kQcQ0%?OvQ)4zA=1MqE!5Au5_m;v2}69r!~x36(u}YcVqsr~q%S5p%BQOiLH-?<
zQDYaCg%O9G1?gZ!=ya{0uUbvaD6fZWVs0LY-}j!Gf*<M)vQSJh9p#6S=sjNPG|c)y
zr>}_KkMaRLEm3GUSb*~Mi%P7~4m(KY;f9nI7>VJn==OMQVi*d1`Fs-~4ZKt8sko>a
zX;=yq>{9}!2q#zS17r+}zNW3x$Y4C>SNk<(fppWKZ6LXPFVO<d|84TJ9)C^MiWux?
zcP028_9wL($S(_Sro_ZH<^s)nW{&hx>fW}b$5E)<JeYp@y?F*>W=t8R5NoL4g)*4+
z)@1<S*M&sB%V;Tl|G}UzF7FNbPEgFI*O1HR?HT`r#u2z=I+B8RCr<YpJ(w8?Gj|u3
zhrHK=JQhA#*WSdc<fZSq3|+pEZe=c(YF(4hD&>U*u&V@x1!Yg*1l|Tw9(dxq^_>k^
zRYOXjIFQ-5^q}6FWEK1Gq0?C*Cn{;aW8xpmPOc82k4<>iyC~LMpeDfUv-0uzdQ)hC
z3jM>O<`r(i&ejIBVf*Sst$x{!D14HwqI(dfGK&;L-2HIK#v<CcR{O;2b(l+)$4R$D
z8Z7C|^GMCMH-`f#+h&1<1x*GEvy7nq+HUS2m9-()$gFk=nY>L{m^3knPajB~x5v`G
zcUfw`)_g$kpC3=-qLeDy#{-?$(bD<Shdc(>$^<$ckzzGPa~vpLIA@Rn4fpI)4)6Ok
z_BEkhgVVVEM#B+}dDXZ0hA4#D4KMLg?mqpvHMp5iKI5364Iq+k1IXLkK(*S)hec`N
z^9`PTKUr{Cs`D{X*^@!$<&ymj3+nBFm`m9_rFkjiK+{|(JjZ}Bq2`x({0za&H>>;a
zdzIsq1uVK0<q>VnPWH4Fno-sFKs1S`5wP!P#;!F;u|b&CL?=K<4Xcx3Y^B&u!A*re
zihW85+^PtJmNv(Yd0&_tC{pd6FSc)(ve6CFn+P)uGUY}aA|X%SVHiX4Sx{66GapLG
z@b(l@B2L=i_G^m&Kw1#wmm-Al3awJB8KIW3cD{NZ&uIM!MJ*Gkq!ky*BA{Pg!w!yG
zUtLF=<oq7qrHg@BFg9R<;{wK&gn(Hww+n{)sse)fTosnU-{+S2?j~VcG9n?KlX%s4
zVHT67mN$cu^Kue5k7a?`+6M639=>t*bJzxd$5NC>Daiw=9bNL^wh3g3;%A5g1bTDw
zlNUU}YH03og>m=q%68IUi399f%Zhh+2Cm>T#aV8+<i!zU72={LeH2PuX&nMhxB#&P
zgx`mc{0YwV!je#y-Y}(*&{Dp6;~jUnVI_i#YNiA>M#?8O^YC8bQl_uoV1{jU!&Ma9
zeBu^XJFdN8yCC>j1x9nLsVfEru91>*8cFRs_;g{hOfs*NJ>8MkXJABVpaDVPjx7;_
zzc41g4tL8Hw$ZS{%I$bKyoAm$-C}!DPGOX_gKs1z+#V~JebO*61Lu+o7CW61^7-uQ
z;i5z~L>IPRlsv^h5Gk#@@;;RPG)U2F(=ZS_*)$W3(1Oo5FeLiH8iIFyyuGLRiDo{n
z6l)Is(l|$gTfx)d>l+Wj{HPH4vAPT=Vj8D+8&}Fd?sth{liHg0`bxs+mZXw?-Y@G#
z(CTwZOl`Eiro!b*sK#Qghkow&*d9P$sA{EjH9yaoy}HM#z4`e$UX6M(X_|2@nyxU5
zq;yotnPg81!cCw6HFevC%qCWNM$6{|P3VbI-&+9s8`YkW5Wrk%X1GxB-Nh{Blg>^e
z{Z`y6>*!)m7ZL8&W`Qa4+)E2dhSJK<>Yt9y11ip(P4ekvs?(12b5tO`2yh^9P@5v0
z1I-|7x=^xF4o<PYr07rMwIDS;D37rnTT-lvU9XV&L(yjokCtJ=d#htGRaC{skY%&n
zXJs#f2;b3gdvVm=<kE+jD-UTAuEqUwQEHvN4{u0r#3cA*R8$iGNQ>cOFboy6SoD>R
zkVJKiGYsML4mtqOaLPWx6r4M0>3T1~cvehD%ryNPi{OpHtR#IA*g8OTFf*jasdHy{
z!dscFdyggPs&8+|*r}IE4o;cI?ub|DRjOmNpD|`Aq4`Uwfuyf**QyFb2DLtFu8^&5
z*R+-P&-b=<H~HB|tr5nm+6q?SNhw!~h;hnw&?0`*E2EU8njeN;>slt2U+Y-A`+5p)
z&S{~`&ygh`322>mTdQ22SrgMdbn4z9Cm`mUqdny4OtBIXw;?!8>iNfb*#Knm(F2@0
z@KweJ(34SEtgg+t$ChG|Fu=*HmqBL0(308%|1Ux8BpHybO;&54tkJT3!n`DoHnQma
zO$SaftlImLP2)BM1{!;9#;$^&Y1}3ZaYo3^mBY3Mw}L%d=XY4E3)Gb0T}Q}Q$l?7C
zsRWUIn=!XB&qfVcKXql!TGsQ+g`sl`8y34m3P?-72zSta2cT+(=V5RZkr{*zcA_R}
z+oo#ZA;PjvS)=g7>zh)?F13nr$==p#r)T?Z6r(T6`<t_)Dsnv%Snw^cR;_`7FUJqP
zkx15Wp1@{RY9(hW6aDE3AzTP+VQ-Bty|zHHg8aa6FgKeday2Mb`7Jfn<!!kHi+8Qi
zdcHUkt}7DOMeW<k*%M8A-I?^k9-f2pEC(fXi4*-CBy+UWD1YfZ=0XnXxP3tdmrubS
zcz1MJQ=ERE&qq}pM`^4}<3FcPZ7*uwye@m>YAN`-I<X_rAUyWm6P@x8++CxWrCT?S
zJzs}EV?*vW1@lX+Z77Kc#hi}LCY{c<eaxmkH5*yQs%q@=pyWHIXi5sFE1BoLV(r$s
zx>?NmAmcA#WOE0vaF3(zk+pFo%2wSG{B&)03YA3rQ-AYBgvTFRT~#8>cT>z?DKN}o
zH6+U>p;q1|EykJv%%oOudBp<2sGq?fmoO5EyGE0g@Kf&9$dm(gjDB0_kzm~mXeLb7
zD|u8(gwEs`(2yPqCXhpgZ4GtO#^HX3GZ9>HgSL7r8hb$>t15LlT#H8HN1Vmmj1x|b
z{q+kaiX~NKrlT6V#8C}rsX~`$*)}BEbu9HzUJ^noMVp#L6X_e4g+%Ab;!yVHac_l-
z89A>DUWv!LT)OwSmzp681z1LoHWi+8KJz06KXWAUO=Rv9^1Yj#qL&qZ*h2<}4x2Rv
zm7qbft+_=C5p7up&R|{kB=3l^y-9y3Z}xbt8R~cN&Sh2kQS<wHx@<kXS{N;L`?QO4
z20f;)dpGPlVtnTifdHb7E85r`5EAGgFS(Z}FEd(vwru?<)^1n~Ws2Y)KDhts8K0wj
zJNFvw{s(!a37kTLlp}hIaH%kR@=*=!1=MB&JXv@4;P$#^!*3cRnfJSGIQ1(viYJ)O
zkRJ5-yUBH3ZBh1e#lvKc1y<T3EC}!jBPPesr%{txA?I3|-DW&>*OJOI<Knz#YVAKP
zc4VeDN<Lv&>?UI&A}@*<VkJn3yn8IDu=7-1Zlq%BFOfm}P)o0}K(9(57TZXxY!h|j
zkTOf}jr{!+CJxSgM3>dt#dIvUL@YR?y}yyjZfLv*#V7DGUYG4+5gmlxm+d7iGyJnC
zh2D&p<1x$tLAK4>kRAJPV1qw-U{m;<*wOPkGVq3(RBF7w4U*P}_6r4(Q1zw%%q1AV
za;H*qVw9yQ1pDYr_*%vJ(#Y{1baqTg@nPs7%In)h@0Q<Fud(U-*H(52G{G}So*oJQ
zI@yeEB5Ka%UB8TDt)b%?60<?ZlY?75U?CjQ*DvjcVkp@fB}`@6hdZG0WRJ*^_09kJ
zhpFgf9N$ig1J)e*!P%&!v;z7>fB5^SoER(-X;cCofR^!duq=XFTe)Yxrg@`(Nfwg$
z#buO4eAAYh4#f`_cob~oSJAJ<>#}PoLf>?uSypd%MEt23CM9Yp7ZW_WkuB|!S_swf
z6}qpN9eRhuxIn&JGtr!2gzf!zps2Y0+y?Sg!UM(5wRV&O_B62%(dAdQaU<I#CQ%0c
z)EC{=K6`Qttw}j<fK2ejqiO=SbK&UJCC>g(@p!M5C>qJ?PK)Xanq;qv1Jc(t64-_N
z{>5KAC0*5MWWMB@JQ&*h+T2eyvP&htE08Bs!Wm6qekGO7O}%@h70dS?w$P8H%)OSQ
z6sr9ZZsqnl`>d$TtHHeJ%TFweko|K6yS-1b#y;XwD1t2($>1oKUH*ghVzV=?_o50A
z2D^SE<2}?r%H1@7L}9003uk_np9)`zu;Wd@iKl!2wJG=HX8%BT0vthnfKA7&Q7|kc
z)aL<BkzN&QxQB~aQb`Mq`kiYWZLKkZ#gp}g-Q-E4!2{-+Gmf-NwDWr>_jiVdVKVd7
z5>t8HCQgqJ8CI+?&(j2?7)BUcnbfjlYZ0vE<L!Am8ieiC^BkIWUBLwh`j8d~o2%GB
zHqCd9Qq|?7tECPPa*9Tm+j>ca;wgi>RQlxO+%jr_wWzAF&aZG-fFWVAd{*j%i_$<G
zKEUR@S3@`(9S)_aSjV+!uKgRzM>ST~hXlxZ;;^%)1G$0f8_})9vdkfiS&pC3ZTt3-
z`?|jJX+jC71tckg3X3bnjH33NctZ3ygJ}wG6wKTerJls8SR)t9E`ARz<UPfqkYL=A
z(UQDmZ|pmZHZc__h`k$4$xkmvWzjV8=xH=qXf(8)7y;Zl;fENOdH54dP9xj7s<Zv&
z&AqQ~32dyzPgLSX$yom7$ousyYsXI*<cP?rqnph0gTV~<O_+Bm&s%u4;`AtO<Q{0p
zoLOya&!Jwa>=aE(m^4?wj1L`;f<zs*z4A7veF`x`ZyY|LFjSA(qkjt-R2)NCq^#+1
zi^`5y<S=s0^TZyAee_IIS0A@~%z&uLAz=Mhl~r50MQe-#;`&|VTh%#jl>$0v=^ojs
zQ{kGssGOjUnsYJ5i)K?6Hqv>n{VI#i<0axxY@W5a=oD8K^o*`yNOuVGV(q0HJ)Hf^
z5nd+(io2BaJmPufDjgi%dxEER-4TAy?i5#<GWyT2(dafJc=lb$o}&jZEK{n4Uk4`>
zM61zIelUVX0V%s?8xHWSh6Fh(FRqEFs2Ea7!6RP=+dP_uKK(>35GgT_rTYwXwz!XO
z<~kPV-zglC><#K?yvpHiiCBfXe3CT^*<mKdPnvL0R7}KrMF>jo=2l2MFcHHZu_L9e
zem0(!skU+kt`3x?>^WG>T65yV=^Vn*%*ANXL8x0P`ln}76bzCSJSHI~)z;Uu%br4K
zP!)Y<UHKw-MbZAie~DsqyY;EUgEQsufajHeGO(%w?e*hV^=QHctJBxf%32qU$i1Sw
zAVa+%Ilk@BQ0CQVHs8FnWP=E+Xp$gzCs4k6qP1D*Ya=Bs$U3g|ZNs`PTL`j2)Z$=?
z$e(EhxZ`tYJXeOtzE!ey`%Z=;O{N-u8LiGt0(kM5Djz6c=LBxi!_p&8jh`-EZ9C80
zV0YdxJOmEmRPoxk2~NCg{fvY!97@yLG*PE!SDOuI%wIpEy|wee?6=5=h-u^&w+WqL
zy>~@0H~Ma>&8nJ<Mp>2q#4h%`2<Aw%SC~3!C$Km#uSru@$e5p`m?_EKtPta-C@^O|
zjc^C3Zo)><mNu9t)m8Z-jFz6PjHr=@PCR_$l=6J(YxC*_0CwV}^4I6Bfi_3gs-+#O
zQZw}nuFs6p6_+PKzjN)4u^w%(J=wJ9WVajZXgbTuTA|hqS7*G6tW(on;U#LZxFT5R
zzz%ZW#cL8243dI4p5^B^XgcW0$(jPpW(M-5`r;Nn79k1%9c)4_PCA2M-nIDEN^tjV
zpJy2sPY`tti3I`<uiLuhtE6i++TnL$*PEOA2GXAcR@?^TLWS<v*&p#C#>Y!(Nu6GG
zwVfSxJg3Uznyweij(x2Opj%RJojF(Kmn*OIm##;jZY=rw%jbw%jH(6n<>Ydj^vqhk
z$5<9vEob|3R!BWmlt)Y{vu5+0+ZJG*bfLLwt7QjB79O?79yHPe+wkAy3y>bq6j4s(
zoEzp_ej2Rr6D}Kvy)?XY-Dr@=Pqrt&!N1zw)6JZ%yafQhr(fv`e%r1-uc>lc)Ax6O
zHClB8#E`~S>hEpG>5_8kI~@yeO)YY87Mbde^ETz;IKHgUqRMC8)^1(Xew-P9_)-7h
z^bqvUH_c*doV&+b#-?>n$6FxsU~=?`xkXImo*=+`b-ez36zyJGHtW^TAnGX5;`~Tg
z|ITIa)pd^gZqIN1z$I$=!T*hnUhVDrOPtMPrK-9@vBu3K--&LE_uZg6kZ{q#A?IKW
z_YT-R%so$$<$Dn`yZ#H(DNlI4ENmcW91rL)OCsEMdo$qR4$y?c2@o?t*ZAk>9}@gC
z3jWVbgf$WfpdfqJlEQyND*O$8@Hb3CHWm&xj(>%9{T15!zlSR1{V&AT{wsnj0<)-z
ztA&w?grlJc8S~!&4F8Dr`agpw6n(EEYGPz(Y(gd=fZ*ipXkuuC0GtP&f}sc-+kG?v
zGY0$Z16%@o4+inC4<sZ6Boqu36eJ`REHn%h3_Kh>JUkp690DQ=5&{A;0vsF?8WJ)J
zDk>T(JQ6wvIw}SzjSB1pLxclk0TTfSM+XD;f{}uOfkT7;`uwT{^amVNE;I<x03HDm
zl%XCC3<4Zf7ZfBkG!zu*t`F!w7!*1*205!R45p$XEQJFWTR_4mI7*S4E^MWVb1L?a
zj)Cw9IJkKD1k^ONbZ_W6IJvlac=_Ioiit}|N=YlLsH&-JXlfZ5o0yuJTUa_dySTc!
zdw2!~hlGZOM?@wjC8wmOrDtS*E+{N2F8NYg_N}(A{(D1XQ*(DuZ(skwkHMkIsp*;7
zx%q{~jm@p?o!!0tgTsr<tLvNFyZeVn;360tI5-%XAlR$l!4V<1uu_x->UpOAx51Yw
zi3Q`=gM#BpKj&#1OlCzzMR~;}UDvP@>gCAdHZS>eu;v&|W!~Eghx4wu=Wl{3%+K_<
zK(Jhi%Q9|1l=iWZOn#%q)~a3t4p+ub@IH^{0xNXI$)KRj17|tW#j!Ac)Apis!SIt}
zjRIHvyDGmLZSC}#<Ts-lje(0;jH>Qc#22Y;Ru)*1MNaxO?pYeRPJ==HR>7{zQpFPr
z5_G~aEmbJ)f!g>54?n;j=VsbbFR~qb2nLyXZYstx+`I8?@~jJZZmN=7bvHBYOyl9<
zNwqE)iY+t}EfMHG7sZOl1i-Y&k@nWkufxMZR2{az%{^r+7Lk~3M2rf}7^J0|v84MP
z`KBv;-<)Znw0J@c8@TWvrq8b_@!LG%V&(a3^8BZm$h`lxn8<(4AF}_#{1LY{bT;{Y
z2K_s{=dz|UmMc!bAv8g=W~LZUidc9cp1RKG@Q=xjpDBhuXPf~6#e@<CW3n?%M|YbK
z`cx^~Dm&9oOujRWxqLhSAGo{V5NlBKUcaL@3uSgT$O13#s;q83{<sp~DV67E;krlK
z0&K3TTBH0uOu{#)$H(S`SL&4&>$^KtBo2ZglHcK6<0*ccbHF@4wSabyFVp6Ihb0Jl
zKdNRm|HpG|P+AqcKR?i}tSGDqCbuk|$bZl3p)@+Vb>EY7|D(n@Xg*=vh5_-=EZT$D
zn&p+MB<@hHf|H2SgN%i-tgGMAUjs-GodfyVeM}v_og0-;Nd+DKPHxZVdo!AxuA*dQ
zaQS}+@Xx=4kdcYH+S@Cp9SF^eIlXJ@@TqCVJPqiYo!=g5>PwL+Pn(;YtNN?%**WGa
zJuOW>!KF8MKZSsI_Icjxwz2XfBcRJou2-}DHgUhB((bo)_E%)h`ReOt<mC|ApuAos
zv=E+lsXdJ}?bMeO-kpLRNj8AXe>K<I#%8sn!Qtfc^5MXBkMi!WD#gvO(A(VjqwB@w
z%n~XIz@zypO~U_I>DPJ&dk0ApsJ8mry4hJo7F>KC7`HcB%d{ILIs7fHzE`hXX3TnR
z3palhzlzxEakIH_8x+GZyjLvlhu{Vja=IRQSgTxJ@Vs@rTUiZ5efpz|ei{X!dY!rI
zpYk_*ooqf|Ym`4Z?W_qn+;L|bO<mzutu6VsKluWuy1G97*&2=Y^{LmV72KseI~}cb
zi-u;woLhxPZKEl~a_&<>j|W@e`u_cW?O)mN_YHt6<$~OHm2b!D!u;Ufyi5&mc7sZ)
z*8KR7jh~|a%6WCMF>qIv2WYMT&hzedZ9`9|Wd{CkwWL7)JMi{j#PfdezP30Utqmhg
zOM6vl<j!k*u(w|xyzTh2p9diP{CEZKt6OTRmjMF7K)|oz_yrEmO>7Y9R~il-?KJ+q
zM$j+%sz3#|d^Y|)W^6Dh(+~2m!oMg_57Diw$oBqMS_CTi-8S0n?|{VE;2V{68NWx0
zC5PxHc7(I~1#cV>>2I%|Jo0-Q4SWNIH<<HRvxUTj8X2Tbe@}<|+lLW#6Z{(C`4nW!
z*wpO5(qy7Sjqgzmk$;WW51<xCCgT4}qk%G!hgHM;^BVv3#y^7!jqIPf0b&dPa4L}W
z@ejiVtu_Cw8^0}#|E%I5VdfuU1T-K1FO{i;$d?uL&wThEpLd4W{t~~L^Wp?f+C0A3
zJ9t>Qdb?M5oL!eDxiwdHOjwRHeqHtciF~(lu_xaQ_$3Mo<u^d&#i6!r__|x!T=)fh
zc^cmIzX<BLFA4JSofa<rp;~z|*n2xy15anBMzgG<*iZBY9JmLH_n38oMo)dGs{=tj
zJ(Pc{E;XGST?1_^xC*Ch8oD5P-uF@ILCER&cYR^e<L34y?BylyuLi%Mo~^YndN`jg
z_JNd_@{6szM%c^(WwW%ZWzXuitIL~HP!OQML~%Pe{f=diZyrxWLrv^Pqoh46+#tIZ
z2(!@hWNi0#DyJh?&~M`pbrgW({_4GVaNE-|H<!9gBasyYI(@6U`cQM(rRMecJhXGv
z0Gwa;e7?W<{+H5lu~jiDc)F~ipOHsGN<y&z?&V~ztGNSpmMAA%S3|SK(`f59r^W5;
zPbD@E`gFCe&0*_sXANhUW<cJT>qKxvz~#|-&uXXVq_pV)5qEC3>e+YZPg*jcKc(E%
zM-3x7DW7b75(hS*E|)ZKoO*AQSSXBU=jgXqw{HIN0`L&SxH!0Dqw@6<nL$ABqSmXD
z5*I;7RIadr{*q#|y)oBS-ha_ui1vq5?UXX6(Tc4f(4_h_&vWtR2Y`iVngHJ_PC?f5
z4;47Hv)A3rx{%X(^2Ba!<5lmpfBi!(C;y*SzJcfgY0(A+PaaPLwt3#Wr{4P{=13?g
zf4**H=ej{b)`@=0%G<kx_V(9T`PM&%5}A1Z)UNG!zt`56oAMpnlhZ%dX{rGEJfK8F
zN5j*$;1l96t%D4W@@GulA4LD9-~4|0cMAYqHrz9zj$2{>f3mmy8CV5mto+O1!o%~2
z5tE;vj9J#i*38+QjFX2KbWw?nS>=BvunHR+7a6mpiG`WDGZ`xj2O0BU_Ll#Oz4CAN
zmcLmn-N8>LYrw(Ckb0_tq^56a-8uWdYEFh{?3^)n*cBtL(T=ga2SU6kb)a*O#N%A<
z;XlTFF$}GX7aad-CyLBo81n29>Pu;vPX2a#oc)?mu?NY5+%NajS~!8JB;vyr(u?>s
z%X_UKd1m|EpF{B{MPB*e|KC{DGh`29dW_5Jf9U34efP^M&CU9kS?#y@HUEQ6`o9!D
z=l`Ex{@-quo`QJu|B6+5|8peB4*Spde=7w_DPywN5!yKxhECxeuFI6VClcYlSnP+4
zLF>!$nd)|-2&AZKyM?buRte#k$7>F<f~#aU(4^Q$HTFAPe;uSWAA|dHAVgEyW5l@T
zB2{WKWfpA`zjdH_8UhccOz)oW0S9LKwJrEdOC*shjtC0<2v?%4uPRMlnpm>|T=c67
zG0wi<F#Ch51;=pk5&m;oROi7oK^WeVm;x3mIT(bM7BSAQVgl%f`cI~0<Nmc2lW`+P
zK@YexQ8arC5Tz0*%=i%|!=xM2PW$Eb^-)(6^4^xUHdBunB;h}oGih5;P_box6@N2S
z6bo%GRy<BO^hq#;%?keWPIBaDmDswVT>53TM43C4Oy}>8qHIHA%9OBJ$%<lFe|>eC
zLQI)#jYRk|@5=pPMHbC+s?F?l)Wh#nyKI<@g;;}h91g9_q#H2D2@<B~e)0(hQ{*XJ
z$r@yPswdso%4p-SsM>>93GiboFNqt+Gx5ze-II1xeqc?L4LZ>)FMs9_d`IIFZbp)F
z#T{`SWavO~(h1X;$Rb(JRdbdgQCj7DE*M-eoq|ZlTL}cyy|*J$`+9&j24L77N8gVt
z89P)5BiIUjo(J9R&Qw~Hk5uQalAC>|#I6rWCL3euwyOwsqlT^U3=8Dv%Zw`C9<y43
z4P+z>(Gpc0@Er3)IuK2`H2t#dPSL-ikXoL3wc^*wCiL}UV4%8+WV)`&dfUW=5<ABZ
zQie?NNUv{00jB<R!2MOf$P2q6xbBE&AiE5;O+XG-GC{g>WG?f*qz9+E{|t>Z#9i(g
z0$*3cNOM|I&1T&qn~rF%)ZMCUat+Hgdi_bg_TUxnTYZe|Q2x{GmkAD+2l=5$J9vu*
zOHjm`%qu~Rd-#0yM7sM&_3%S2=hVb+-x7kvQ*8FeB4Uf%)6U}p3_HGyn|J-V{_?DO
zey!DcMx@bsU6svg12~~^W{4*E5#hM5UhV#_XV4edF-VJq>3qZ$EmZ|F@`53Gft=(<
z@81{=tfKBfus?V8-n9DcZFtAL|JJ?LP8AUtv&led6(>N>d6fhR7T4Hbe~TK1E+02_
zZ?!ibE`(U>aHPk#<~}F<NsBNlz5m_Z+$&sNoI+i!+6SI-&izEo4|?6_fv9*@8NQSU
z;Kr$9dZ?UNE8SS}L27kpHy1BfM?kPpXeGS)*zUIGOE0f*SqXef>??&{1r(So(-@wk
zKJO_v+n@47;w)A(z9jy(pT{e_8X^_N<K15g9vD<f4^CchygGW&z@s<Y2>U%pQn?BX
zj3C;5nl47Comj3=^|kiv^utkiDF$gtcH3%Y+H2=*M7~c-R#9G@g{U#JX>4sRw)#od
zj6N1HU#QQn;#Nma$!dy3hm3lZL_aG73dh2G!4LGTaAR###!Pq~r*2U30L#$$mkxSX
zUV=H4f)yV=r-(~p@8_aT#GH&6REk?2<}k~BpSZqBiHE@D+|_$?F|e?*6><*ysfsme
zfZJ3=v;_aAvY}@ckTxooC=Y*XwffceZT%975TjbV-+jQwh81IMM4v})7|HN9lpnTF
z%{ngzAzlPzk@Mr^(jl4@2{=zx!n4oDmL1183I{!=n)E%e*wFU)d&@FaHU_gzKDzJL
zC^MH8XOFv&GkpKXONqtYNH9SCIPd$py>sf5h4Tk65E*;=J*h_;5>ujY0OjKfVU?GD
z&NCC{e8`i!;<7f;kLoj-*yTNiXv0C@+wJbdfMBGKFIEHo%lB2P=S-<)O%ah7nUAC&
znsk}vz=#VGcD>(ivI7oc@&bLV?E0G>S2Z~Djkh>21?nvgni3?>RIY#Tc>OS&?-Qu?
zE(D>?HkIA%>!x2V(fYm~jPyXIRHZ!Yey-114rYR}a@x2|X^r-pYjH1m6^4CTd>~Z?
zy#UDh>e;roktbRiw#h1JVprt-$#-DP*K3;V4i&Q$S?}ijN;h5(%X$y{q@A`-W`%LE
zf!4;mSJnE))*Zb3;0!^x&!d=8I8=Hr!~Lu~Y3x#l00U6I_wrt>xjx}rH0y~56P0XG
zrhlU6q@wat<pGx0+{79($Bb*t&|H!GA`t9Y4VfU@yZ#cV$%pC=1Ecp!=XTR$RIjGd
zy+{ew^D%DYd)Z`}_-I1p@_od|Z;KoOUh1RG-rAfj9VhCu0(j|tMGTP9ZzXWUxmMG4
z?`g5s`!ZELbE1YK;VC&UQ)`L=MMrORyk|~2ki{V)7w+SLU?ij0Rmo=^bKJ9~6MtvU
zLWc}Z=W)-zJvZ1Os)Q88TsQV?5n4fNO<p&oL>-TL%>iCw3jAuc_<R!z8Ozj7o%BN9
zwzX<mh1bNim2XvrcU(MhPtPT5iJIi76U+I$J-?G$z>pqZ{ObPn!Ths%@-_C30Ks%o
zoT8Fc|KX!6H9=}zAe-yla4z@cX#H}DEsUH!7bGqm;OGzt1{xg~+a1zf7ZqFDy0)-H
zbHeKt9<~K&k`LoVnH5_V;I<SNTe5q(41wo91=^Mfg+|DFeVcg?P^5QO+dk^Af=e%l
zcYdKh7|o>NYZr%Wr*nggVUK%{Gw9RmCGI%l+Vc*F42Mr~d7{I9j_tA+q8(<_#wJ@Z
zEvPW}BMWs7t=T?SYt}b8+#3Fj(S-@C)%AJMnrj98aD{o&=XRLx^j4UZjAoFFt$o)I
zqQ!s`PT#jMheDubSe3!u^%yCAeCLBi@hH@Ao8)eL*1ZLq#)qwXQcNmC#DD{RI(-aN
zzY3*N3LclLPXhRotIi+W{Q3`3(idJ&yxVNSW<mwq^cBn{2n75Vswie%#A|2Zkpr6B
z+<G#zJ&XJ!eo#fLr`~V%w9r~8@{Cz&ZyeLmB8ZuLOMu3+>7)9P+uBjqk;?wx1;Bh4
z>}7YES3$$a$R|pvW^)b`6CQG_Zhq~}r7W*fEJ<<H3j44D+zi1s!5lmDT=wR~T~0QV
z_WJ9}lrMuWg{h|F!}_ex?{_ctD;xxfYq+@+Vw!f_ht5Nz$*1B|x|VeOqFTA`zP0mW
z_gTEcyE9>5tZ|;bl1%ZpFu&<&(Ida$7M-8`QF^5R?mcOmJBWjozLEmL1`>f_Ejs$W
zu1gFFI^4na-|Je1^dUK~Pg+3p*PjSOt%(o-U*Yn0gJ;z4zTWjfR&b#zfm8n;2xfOz
zzVeEHExqqc={HdB*P>5rNqUrbq>^kLpjW?6$ennKGvJ`Fa47$_PO0Rn{^Bgk4Atum
zY@6c;-9bnbZI~7t(!K^Y>yB0)lAF_4%!{ARtbOcz0yq1M{aIFJ2PgFTRMB%|e6b18
zm7j;!!86b5qU5N$vu@3>D>!rGYHGf<*7mY$N^qZkzd6xMJKuF7qvJH&RILTHR1=qP
z=LjRnuRqTE$U&SYi1`qo4^1@m-&aXp>~s&5eA~;ZzoITUoe>6tS+;-r2?X0l27-ZC
z<vv@ziG3A$N3eE|8!oFXLD+%c=M`ISgj4a6>H|DQ4L^4gXHE}tBmP&x2uPe$K>5zQ
zvzyVIGUvafD>1AOe37U8)F8%M{UYY$VgUprV+9SVnyo<JC2qi|M=32$vmGktZDZ4!
zzTv&ys}K<EoZ#VZ;Hddl_)OUyQi@$ye8+v%ht;8Mpupk~9xSAaZn~Z9{T>S=11G-^
zm|-Bp&sO%W@X8#cRo?Pf&RRL~t{v4eG4BK)Q=1zM*0{{}sB>7H_Xj!>y;bc%uo!pM
z`e9*5JR&E3X>WlGxCEm>iKBqQDzER8o6Spn{!U|7aTg~Y35FC~`Bl;Ne{}4s0KOlz
z^BUTQTfH^pWV>2>P5KxRjQmLX;E}qoHyp|==|Eq?9ks`FnrgC`^+*>rmNWe1YbLZ|
z_Q!VRY3?;$N%ic^vPaIL$}`5T0~NXK{Wa$~mkplEzGV&M=(#xp?Pl|>QT~%NeeV0+
zXE87G_dhth`ZlA!_^QUgx-htZKaR#%*we&3V%KS8+P>23JKxhlA0?>ubvb#Zs@7GO
zV+^9IvV36Z%|yDrW7}j0Eo^w!#ju3P&U{=EfZl!n+PTU0vUB-pjw7)|v3_WW4)mKs
z`U{5Z%~o#7q>*Xtj>W3-YrzLdzfQj*@1w0TW@>?(e)HxaEu8|Geq<ku^%xW8lY)>X
zUhKovN51Hx@-sck3jmiGSydAAe`MSB=U*e!;uF0hAHPj~2sZ!Z7JX8c{%k=%=)r{I
zQN;%mx-ua{nxpfy9_M=IE|`+)8pjqdnDKrjt$l~%<y^amp?kZjiRbSid-2-*nJbo;
z4}>L_b~(sEyqBaZww%A`P<hnt*_(RjU^2$8ue^BpLEnN<v+JGJo*h;fk!KX!)|q<g
zJ;5bi1sEfrI_?F|4z=5&@R1%od2a^x(!H{#7eo5kGt%6`D$)g@^|mI03V)#D<Foj5
z#ZFx^Wo*htYVk%@IuNX0Z|8jMlx~q_1lr5AzGU&xwbPg=@`~3R*?ba*+)8br`_U!=
z>B+tPF)W<Xx!hDTLm0B&`)YF>v+cR^(<Qrx0I7LVvpzQ-ZJXC^-o^{x<BUD7D}C!4
z>dDGw8LRfAV6gS|Ee4Nb<m3fv_}jWC+R!&(WJZw>%Ds!9TALDr%xD@Xr8qJK>hjlj
zo7Ye+M~xf^VFoyFxI_6>ZM-bwN6C2cb}KAb38!v^#sZ```#XAuooGa&)n$tAl?LP~
zBoJ8DT-GqOEK=jJn7|>4)JOE_=JZ}S-*-@QCgn>)FS6cLm2+s{r%5jAnAv#0Y-Oa%
zG)V%EMka=&;=Sgo?=gGD$2O_WwkX<re?E&@IeaWC#9unn!@m%J#1C%4BY2QL-&GU1
zQTjKDn?YHjm1~kA=;z#LiLEzkbAwkXtVcRH<-T)?wMp5t)OxjzEI+=YN?&_1<H<lb
zBol3s)Q?yaOzFxS)AG-W72VeyZ_HQ4GQeujZBOGzd~`a~@ghpJsCOOPsn}MBjklV-
zKEofjv)l0q!@H@pQ=KC?{kZeZN?GbcHr3$-HF9Y7X0C%Ob<|<R(Mef*WP-=QA@bS>
zwO^gU^9u%=K)sdLMd929mIeIQZ0nd;5LMCO9_Ng?9(j_y3H^MZC%+*2E*#bmPfrjl
zL^l>3(8TpaW1@m$47;kNRJwROx?ugo-sdPa)h#8$C`rxwjAUUZc?<hMOE9LmPF0z_
z^R9B1G#m)V%&c<eOVL6J<u}{9q;VnEck%1F$W*n22%68IBRzRV;5cV2^vD~(nJkgx
z-Bn3XwUdt$gm|ECS~+`55c=Maeq4JNO_>RldYsETT%~SoGaU&II@3u`<cOByG#y&+
zqG$v#OxSqqGIFhc@LjF%J6ufC`!Oc(qybxLCEkB?Vyv##4`7()=pbHR?54a@P|)g{
zdsbvBYH>=+^IWI$IhK?7ySycam7gGgMOX}iEt*Y?^h@t)<EY_SKYlkQgE>8^D8?_@
z(?)IzkOQB0%dY{*aYfp@5+lEH1<0`_vl1ioOK&yh5A8J-{<hD~ctVWl9ZF~+<`2Q}
zN&M^^ngXia;zZCONygw)?yck_@LQyMy(q@lx#8%RI+79-^zxjNqOG9DIzQ$k5E=2z
zwE3Hk{_jov`|9#f`u{Bo=>O-<n}6<o=Hz7io0*yWKbe_-^Duy%3E~#k&L)ok7AO7R
z4Es5%R(3j^XfM8geT7mXcA~8$9WMcwbU$&GX7+J{=cV(D#FA}gn#0$|@t3lWZO@9a
zBeCAKZ*65bjmcK-<LfFKU&;;=ATUinrCnpTQ5TO!;-GTL`dL$Tr{HYFh_><#0BC|p
zZS})uGTSr0n18=%v=xzE^g!TiP6WtVX~`z_q#R(sh#U?iAe7!w>KZHgeKb@!yy2O?
z*^wNJ|E!p(JTCE((aymg^RY^YoH{{+Z_E_&I?kK({R>k5%N7C=W@(ibid8R#V!cHg
z0S%MO$l6hDM+_uM+6O|8N{V`14nXl)u{0=zr_z_cmcjyLET_qUz=`>w+`a<Nf^NGt
z@@1s_JAaV~@DN;a!X$Go#S)AtXjcx67+0>Kj-kQ|S(L-_4)IJqyQ}%6BBNC@UN^$Y
zL8f>YzP@6INiNK+e859GXWjBFrWPRT$$rR^a)Ph1w-`y>OnhThT;4i(YA9-4Z$QLK
zGLvIZ<wwbvrk{k#$DESK=ytv4ET2g2pCU18`QKJD$V)^DXGOP2J$dJRu!av<N_4S!
zC?UIxcNgVxMo>J~x{(9`VY4znGA>HA>aj~^Bsvg$G;ZBSa62l{VCb{;DlFla@W#d*
z(@&_StEXOTh~<P`x^&Z)3bS!qcBtkrJv%y+h?9sc)H{B6x*tTo)wj`uyWoKgtJYts
zZ+-FwkC~WN@$3YjA5Hsf*E1S23cA~faW4$4>)97B8%~=RFfYT!>Uo2?-9p#%*!O+n
zH3o)DofJJ}(Ame%F(Y|>lHgxq@Uc>-mGL2h_$do^t*K;-g4u(!pUHF;4%y)=xT&_W
zKH(Xd-5FD|AI}X>A%sd@Vi_S#i3k|rO^=>drzhFw!Z-GY8ZzH#r|-WApqfN8Eu0JB
zx%)R2{s;r9aDDGrUSR-jQ2lf|cLYvP?yxd=-`xZT^uKgak}265Xz1s6fky<zVZ~V(
z%0^Gp>GB<1>SEil@j1MCqA$ZVShHP1y}+RHCmVeq7{7BFrM9!9Tbil3?-(H$|FJ!|
z7s*0l++mXiz5IuwXr=J}mDSp^PZ(ZR3%cdVIE(mkgMbKvX({V|VE<rDO-oe;_xa7I
z+{3f2Xd(v*$7U6QU2s8oyJC>gD@ba8_i`&ZI$S!Em6n#`*LZfkn#7)f7@5tastRi<
z1-q5!a<*I~GES+oIhmhp5Wusy_qo)$Za>ys6OBeO{)QLF-xaQDia<*?_ESJ7)#t?K
z<WsxQc)Rp<M=eIR*t}Ud?Qzn@JfDD<7=Zk4EfDNX>Mrv?c%*p$bTRUB{pEM$<@y_|
z_}$O=!O+ZvjQNA1qlv9E87Jp&E-Mh*P%?3{b8$2>aU$d7{lhK!-p<w;l;^iAzcCz8
zCOH#h3quh*cLZ$~&;=e2Hqb3j-QU=Yi7n`KgC)Z6&;IEF``~D2q-^3$rVXl2R2<~z
zG;wzZou{w?H9+K#-}is~N|EXQ-J?nNo165#6B`-pubL4+X;w1U-`+(DR2vzyn7gxt
zvNLF>_^*r-PV8iCzqJU|L<uJjGS)v>p#<n5w%>NT|Nf9T=zS1=D_BK^os9iYubc{~
zlHX5_{8q4r!beLJBj;bmO4+c2s^?<)y;@MaSy?$j|NdU!uYb7^xImuRU-kZWmjiV7
z_hx{K`im&Pm+&W1{&4<svHU^P|0U-yCnx*AoWE?K=KlRq3WBqv3#dc?auohaC}w3j
zLnkXxoBklj|LoYx-`v3ezU_X+E694-k;s`c$ODfOkz9!17$5(-H<2;8?+*C!*>qEO
znZMrC)6?|!isvY9wS2B@Xec^5`s<9>niFtAaH$545hAMd*WtT=e*U4v|JlLt3<dXW
z#=J#)e&f}64>7*v=Zkta23Whj^yqIorhRxdaL&0+3a+<hf~cbSz^2cvr+YO9f&*#0
zl9#blsM?uhTIITU#jiR^c{*#jJB-XCY~y>H4a&k1aJ@=>VD>(<Kfdd~-(xmferhv%
z#l78SNPkCU%gEgIayl;H=<xM1(3dzhu1eplfZ5zn?&SxZte)IQ(&blKxHW^Q=DD_e
zU`wP=leB-%lxkk<moA9=ZySPwt{hkFUM`flD^{!CQ|`289xvW=eWMkczD{>{^6sNc
zz-NzV+zyha1tFB}wU!(1^tFAR^Y6JWjra!LZKS)jwI9+lH$7d}ABwo7kM(EoxqqzK
zUPwW8*GWC0E$tQR6#H0L*;R`X4T}q4#-jOF$SSN6r19p#mwh1066e@$UzsQvxAt85
z0zV`clcjkV8-)ii5LOP{ykYGbtj~{a+&y(8;(2bmx*@0{u6?Hf98SB?2gIe>DfoG6
z(UMB+#?tC<O}y+^g44+6#W;s9=!`IWcb+f+B6%fS5LH?x!rW@qJ<>UDYWqhY{9kl0
zw<uXMaAM`g!j?9)2hUgY+q-Za4(ek-xNa}}O06ly=ltcXgerR--z{#)aq}cDo6+AG
za8XLXqh#xlzoigodpo?PcYd(vcg6pB)95bu@)1WtIwebBI^zj<&RuM1$v7zpcxm$7
zz`V87-*KHhelb;MX-eGEaWm(e`P2In)_mqRBMRmoWBKg06|-0}E9Cgnoe|Ssy!%Td
z*1Qwof}^6w+q$5igka#_?6doFOwI!_db)AaDVpr40OI(R#1Xggz0i(8qZnP-An7~>
z7zrUOUW`&n<gI>NbaF)_6vG$inXfNG6qQ+QgkZH*6)i@|)mb!?u-ra2lwKzMAF~rm
zU8ZI_uhv$GnbBU$!wt4JJ5{&M=ue&u(%DngSU(EMa&6gs*nw97g&+3=>UTs7-UkV~
zH$BgtdRfYM?&a1~;{}0V=`#6r4KDc5e4Z#;p=!p@-`|xiM4kfqD7E4w*Hq<*%GJYU
z*tb^p4ZiKf<vR!G#VD1zr9bCiND$5Qt`P?ef-_oLq&<}Cf0e(;EU<pR3!4Lk(VoWi
zDzcB&Q2Fxh<t#4@(PXI+jpRyj%13W$8b?(GR}ucE+`9I_tE;sMJt#2+{h|p|(UCl8
z6T3bmRfAAHXq@zQgY*?OZNpT2_Z}%aCMqG4zcx=%a3MNR9XYxozK)r6a~J4twVl9g
z$~CuhZZ@g=&F7fn(?c>eBy1vFJ8=_OBi-wM+$-J1i-HlyM}<)fzF0}kT%y_opS&&Y
zHa?v|WAP{AFvL>Tgb;2w3*TBr4hhB9sKGnPg%Uvlh$QO`FbFdHV36<3(rr19W4K!a
zg8w_*K<wKOkL=pLF-DZDlkZJ1Vw5U?S63gpDzU%f*<@Zy-Fc|X0Jw@wVf~f4k0q(s
zA2vY2H!iY)NC>_5<Qn8H3eOfOX~hJ+f$wV1dLh(3;PByIE=YkFKu3IA0&x3oyaNV>
z%Fow&Hw<OZ*^^XspCTMglVtc`^z#OQw``X)FFe^g+SvAscO5c!76`$qjIv`R`-xHb
zD?kD9k2ZyDAAKDI;ERM2Zxak;s(DOp;QI5Q*-!?fSr%TbMg^3Ft87$g!bS|)xJ_-e
zp2ByJvq?$8OTXd_etQjUIK&zddHukbl64vc57=nMH!$aFFn`xr+s9wl)+9!=ybPBS
zQHGXWZK>MgcS-BFsXRJKjS|kVLaX)Su5&{VrUjP@@kIq6gwjWW=jtX$v8({;X~!VQ
z70Gxms2j9E7Z<Nw%kh>4Cd1cp=B4#4JO>)_h~E2k^y+>}@MQ{w{HYKlZ4j7Ap|9vE
z_d+3;{l<STN_=RX-pPEy8b+i2;%aS`z`<*GQET0sZAIOVv?B>ii0qA|d2NvhvyPl|
zelGYcX$J{BpM|v2*F*^%(ab<(%x%6yo3(rUsXchFeZ@C$03~6m=65FFbXkDwOQUZc
zubLAI&ACn3hAXEQ*RM7fTeo@y9^2u9!`=p$WlZlis@gcv(x3dqixqpndJXK+=J5nH
zih1+g%g#@^eQBdp`O^L3Hoi6fdOV(7@ma0xki#M3<zmrdn!8|1Gu<Sc3=|Xre<fKa
zq3io4cTigs`uI*rJ=L(;TM6XYt&e1f8M8z)IXX%EjR>EBS91mVZM_%Qv@E0J;g2<7
zd-t8YpL~@w6V=AB`aK*(Bki8ECEy4Lb1Irx+g>_yC4BDad>xsQ>DJ*gx+d@22^0nd
zJaQU)R~>`k6)4U!<uB*=$@n2<od?VUZ3<ZekPyGc!>HV}Z~7sJh20<v@TN-cSjncI
z2HDZWwX6nDi`%nIJ#XVCMfsm}Q@ABEjw#US1J>RN5<_eV-KUDAYZaQ(X0Qf8d>AGX
zVdOrQun`$PG16XcSS#VekbL-RUk6t72}A6YByf}Yb(0x*$qYQKdL7!!13u(2Xn=1v
zZDt~wQ7vi=yD{Z%`n{RQC$1Iscm9n&l}%mvO!cOu{L`Z`>v{e3lqh*vWCI|TeE3_Z
z(|5s43tgABc2R|(54)+D&G3pJHo1N_uCNv{H>W8i5Qsp&u{sb|ewj2rQb5}s4>&=p
zZJwqS{ZKE%C*QgW3W|qr*JSpMn%4r$HIrE%>O>cW8|m|GwP{KIV|_Fg0T7Ws0lyu7
z8Y0*6oKX_N-SzD!Oz@J5?q}5Jt?_G6Fswk$SQ0}vmX`XHV{96ub%$6_OeL?3DfP3A
zHI@al^bxkbIHL_`uPQ$!D0{M<d>GYD^0{77Y*8i0Zs9G>T6GA02M}PB*xklkYXXJt
zy#i=DG!qdS;I7^4?pg=Z+@YlNkhFtO`bLC&2c!W?r0g4UQ+!%Pzn3|`mv4I=4R5%U
zSsWzqJSrqw;R_glK$Amfw&BTUVvOCyqm@=&LsQ^5!{P{G8E$L<U-)(Kvhx6vJPD0+
z0+cs5qS4jV`rTB_-Y^q6r%6<fZ0`Mo`xug%TeK=C-2p=e%qS6+4ZGSVHc)RZqYoYW
z^~{Zq7<Tm!<+n0DhrwZUNk|e!MR(qg6HYrgTqO{VauhKaf~$502}(x!wOU5E%Ws!p
zNz!Hg@FyT=x1FDmi`%AN*;}Nv{haAzRvH?{s~$Y)qW8^_aT>Y4%=oZ)0p=U7AT-1d
zp~#p~wFul=wanW_weRE_mRtjU)%(7MYX*oYBf6Dug<i@sJDyrPo=};$?0~m+DRCn5
zCm+^bXWUr5PZ5Qn<z=zZKgrZD?wgDQ&p~V29X&Uv6~t)XQ(!Vuv4jqJ4k2e}Yc(8s
zB6a{Z^ptgX#6tP^I+;K?vgNJnjgQ|+YL<z>IEwinElsD}Arjq?2?F`Apa`piQ{6GQ
zruPcY;F27c08%Gc_Bq70r9SM%4X2<;_Fu;?c6X%;Y<0ST+d25^2*@b+scw<qRRmy1
zLU9bvpwb^O<10<%egG!mn^tIL-x>4Ee_T%vWWo366(+a;K}6GHfvbrVh!sV*+1Z^F
zYD?L3x(t_;BYPg-&4Nwylx^y??4xez%VyH@Y(<HNl5F>*l&G6~f%!^ztNN+dG+~c3
zC)?I9>+Ls0$FVhpeI$r-6#C5eD_|=Uwy42O>^BT8J#YGGH?2<eOrHP){heKI<U{FO
z)z4*NB;XARAduEQ5R|%eo{;5Q>nF7Br@dxt4)zq10gvL(S|1}iCj(j)cz5W}jU)5K
z8R<OCR2KN_prysN<Ipr>osX=dK`5<R1SA;-L<Hua-sNVN4nj~>2`ZLktw{L8s2_cD
z4i{lWH(RQa(lW6@`1<4;VK<qRP^AznfU4ibs*PIK5%Dl`6IMm2E{RcNvvx2n4<@T4
z07+&5`HG%{2SP?;5wucVffKdPM0=ik5zEnE9g1vp<AKkR3_$pXz9ny~PSX%*9Uxg)
za0~sEDKL+S3Q%R+A@}qbsqCiCt6Z@#%;fcXwdZr)Kn(;VSQm=?c!}I#(g7U{G*owC
zgC)fJxZ%sVW*QZb&l_PAn`}ACix7Y<uiYv5x+Q1{A>aZ|%MD$`kDZ1wT;A5*x&~od
zEn?-Yb|b;^MDMYmaB-ajyyv%GIqhL+&sgC4)EHP6&GL@haV2IXBO?)aA>vZhvJzTm
zqySQY^0+2`H$`WPLHcsp<CUq3-&!0T6s@z?$=t(M9I^@mZ}&c0rZ~dcH4o|?w6wp}
z=d8};@GqotGG21gGphPai#+}9C^H*Ytuc85J~zpnW{||7xUYcRBT8aaU+iSX`2<X<
zY=z7A9_nSQ$LpxNXfjk)g#evBLR}_|0{G$#M$M4@(ieUp&2Fs3u14ai6I3onWgc`#
z7#(AZ#PWTZ-#si8Qxf(BzeGe)N2CF6Doqn3sYa906ay;n;7l-D12mI9?`iRk26h-~
z*3(VNdomZr_BXdAi&LITh?S)h*9+Mnj)V!kv)<BVIOWnh|M*%Nl5g*5npLr<#WTkp
zVzn`X<z<PM3N}AmfOJxRJLRczBnUvoJrFqcLQo|c+u9_i&L#wfBEj@1-BmH$)vP%|
z5_PyS*9(>jT367D8~=h+OQKq{kR7xH0-+#_Sci$h;8a#b75_M(erFUJQg{Cx%;pp2
zrAWn>q@MeXf{6-mU@g60HwbGwN>wp$)yT5!An5zK5>bC;&c2FSe>{U<%yIY8Xl{h2
zk|=Ugfwwd1I%iv6R79o%oW*_v#@fSIbPf+QA4EDNYDC0#BUS6>q*J5fdTu`)nR^p9
zLAfC8;aSIHIT{Jl`MKJ}<vBg2z(H#OT~~vO)w6=HGV!`}3zGKwVE4deO}Q@-6qUmz
zvdy{N+md-@bZNZ+@6y?;z6PE$ni6U1pLAIH-4o_SORdh%jZSr7RDSA4Iof+d<p%H~
z+HtrHOFQ{r9_ns%T5=0?{Z5Y@98%{wl|dj3L$O3sYKW;C#Lx`G+}a9^AYR1$?or+s
z)q3sIJe?sk4DSL6X4D?X&NKdt1$0rSqn21j*FB8cBMb+GSV&`90?q2`kR#R`A6iEO
zk>a$zwtE<F$Sy~8bzXeIro(PI1*wH)fF;+&D+M;+L4s@Ed-UE+o*yMcVAPfER1nJM
zrjFXqC}Qx^&iL)kZ-|7cp)G{Y%?j<IK_^u5(%`NTebZCVW#ZU0SDPG4Zglj$snTRl
zu&P)W^yX&Y8xCz3HdgHEsy>K0Hi)-#L8uE`9Yqj{@x^Nvm8YHGvfBX=_J(cAgH`1G
zY?Kot6=$~RxX3?Dzam?B#w$=(NEAlMXO!<}FW9P$Cd8J$eKT)+@@%n|js3*lXAL;<
zJUNJO`fu#LWpHERlBQ|4Y?qmt8OqGeEHjs(%4KF|W@cuFGBYzXmzkNF?eV?c9X&fe
zH+FU-Hug{Jj}!_i&QYFJekZ@od>?zAcB8N+#cJsZ#cEX_6ZeMSo%eVZ#R3hgrDwvj
zPepIo^Mvr2ojAyXD^$gX!E7&3<9J=PWity7gs{{+=q2q(10vZ{BzPJOK!{;9bT*wQ
znmT0TfB-I_%kKre`}o^Gza0+lF}p}xvOjT*2!wj<v#yBaXF5f!djPVzLZPeonhxAW
zv5crWM@0H|SHQ>bKT))%Xa9hAHk9r-WzX))pK_)Ax#ye=9C4CG9>K|WO|cI|g&fPF
z$_m^c?W-s72^gV=2eixBw=U_vRReS&EABr~8wl>ygnl!VkDI1??J!c%3a(2;Ivk0%
zsHGgFNR8SVDJMP~JZrH@5ag<Z=$Z4Gv2@)~Yxgxg=AhA4+2NfpT4K~)|4z0_=z=EZ
z)GNK8c7n}0fgxg65C|lkQT~WIHfBZAp-@O?B^rh+UWa}{V$Y-0La{viE->B*30RI1
zb^c3MJliubOTrV!7MTLY>f}NW3FYzSHMH{whK5Cv7RgDN0nvM2H|7>WsXDdP34&x)
z>zWEmh-TFg*t6$G-Jor$M1kPh;4Z?yXh@md4E;=>h?FsU8y_?WnMj+-D=3bX5448?
zNSy!hUV`P!hOH^!zzt4(VjR7aXd?#EA><fG<=}_t-v%RyXAC-TJBXFVTdBo&(Xknj
z(`j%iG-}};ZIdhI`Yg>Y`cxC<Yr6RC`b$?Tac}<Q-OCU3nldKkg?KsDn6gk-&>@T}
z^1D_Z@^Ls!SJ@u7rW2q?i$bqek^V#|QFq4b37;RMH{}!qf3&P;&!Whq-#44Gb1{Dz
zLx^_9RB+?9h~D&gsD#}nb=)U#--e$TV5I;$-=Dl-fsSV(m@x1U=Y{D=O7>*rQnHI?
zxf3fzLgT$S215<oMj3m?!8{k~xA!jyy~FAoq|FBA>%>33O#U?EB<S<0`dB^&X2w!F
zc=4eS?G{0PIuRDlu45stw#nq~D!qQZFOr7JTREqkQNIp_1JC=ozVrV>k$Z`3Um){U
zUFh{#3uu}#S9@|=Wobq{Tg(vBZa#ZBXCg%-8y!^^nnrzBPe8R^ASz9b?+d1}u$X^!
zo=0|w=oz+TGh`ESmvAE*NefsST=IK|s(_|jJMefXCQ7JS_l<B61<+omNkTNP548bt
zB&IRW&`)4hcmmITa+pl{xCAuV?&qp3wQ%!<c`hc@l+Yb}7C1*-BrXiK$ghpO1nlb)
z2b!=I(}b~7I(J)#qL-Z+N42bigIOwdDFx?bg9O%QJ?pCpI?hn;x>F**&?j~;Ugtwv
zDZHC*F2i86LEX<DM%Ps-7HNG!Anqoq4>G?nE0&4stogDHR)DRIkiyzmd&VB8ia}<@
zkWqsvmpYls*>=M@S10nOPxB@os-b1GL=nLs>WJvS=8uiMl;v!5Akznv7xVQSQdraO
zaLy@6_2fc`#y3aKCvhf@FYNP;PR2U#ZNL$HNxb7pV%h^I>X=x$NqlB#H|!$fYzV?x
zquz7|(dx0IUxc)|X%sxKk*mJpFkHpZjFJWxWGCIyjO}jpmsRo3Og&-PjybBXK&rnk
z%;lWi8rcch+aHwoALTOm@G4(oUO--bs5n9l93ES)Tls8z=gxV;^8X|}`u%-U^2>Zz
zu|vnzsKY&bG0%YmKyP^pI60?-9-=*%n>l;u0(b2xW0MEvDlw=8k#$%tII@BP?N(%Q
zE@@<lS|3J}_@9WGR(>)6gwkvohh0Q@4o16;#71|*_)b6Xb-^m3VV42H?Yi8|(|8ap
zI1mHCS}sATw5sdwW0Ez~P3?&sk?HTTx%RW1N=?NhiRnm%H~~5aZ)FvfC$Wp9tXX&`
zv3oBOzp~Q&(F=m?PWZXN*WUJv9m+to$aV8yT#N4|_142(k|KM`I`4bmx!gXDv;@3a
zszrYUCT$`%_-BN~(4Ti7TJ#GCt<E?%d(N$HuoC|O2M`-{4;gO#a(v~loj7+Wd3FwO
zXNywuV=*dAfKKH-pR%EdchwF4qRD1i2$Tj+gD|PQlUnobA=FH;3OGo^tbG%RR>GlB
z&wxRYMny_c^Bgo^m!mJZ)2+KK<x=FOVV!a}WoR_nR1B534GMS24(WEtNyC6t2p!#P
zz_Q;Az+SiDqbnXLIR0DNm(NO+ZFQrjJq~<-#y2Iv3^X<Ta*fl5EH`HD==EnC!PqMP
z(=457)RyYTp%iML(4`(91m#@-k$A4ept&_)n#&@Jh}7AND^gjo<JshZoRVj3I=ftL
zj%@%cRh%1M_mqQDJ(rh&VeaJSHI04ikM3YI*OWnIf|VLifr{LQKT*?9D{flF(DAA8
zsg&``!%31z(9OOu5`G9}d+?aIH3*y*%qd}4ldJjq5o?$MJXGiTgz&zLl8_a4zFM3y
z+b>ag>!pv=-wY@UZEs{6vQ%_35Q957_X;Zdn=M5bVDR03)fzlb9*0M#vRa;Or(0yJ
z0@)pD-FRdO++dR?n-%1Ab|SV($PW~=jGT4X-!gSlu={gUU!W=u-Nu`xwzd?cwuz4l
z@+m>P!_*7V1&LHN?B<uujK6rM_aOb_-6i)L40;!6C4U-XhQXnwp>eIb-&CzP3<qr2
zU}<sS<jo+E<^cW7;I93uJQ#0RNOa$r;S3Goe3n^d+X!kb%*MI-JiLld;3-&ANMPg1
zxdlpA_$U{$c8&y5_U3fC3N21u$p*SQxFm6LRHmaAl?}$F29-}v$l_VJJ_6(;+S#)J
z@4_r__~$nwtX#rcVzKmSlC9ciSGLOnVTD7KgYeA1Nu~EYJ?|m?+iCe!OT}lwW^oYs
z&U_V2X5#%pIK+ZHB|1sD+W^yYj5rKu1AMPWR2xLyOc)2@h<9NXr$#43rhLBSU@mwp
zMe!t-r^q~bG(KFoP50w^C2^#1b8c88D_P~`e~<YWnhb{yV;id8**GP!jc8DF3n6(H
z$S?vhqXetLP+y>yYEgu7j&>_C-j1H}LFRDW`cH~Ve&a2W3C*&G;!wctg${jQILlf+
z+Ri|%d$7Q#o_|4xuiri%jDFHl<Oo5Y8=Z2Q8Dj8MYIzwGVeN87Xr|239nf+cCFbUS
z6PR{OC??@ElOrw<0komm<mR`Ot^?%sSahD!QV$Buw3ui5LIj#10VIOh(4clKAQauF
z+R@WLH5+b3QCS^290&m^G21J6z}ua<TV80AV*c$lSvl2c{Op}bNY2OPH@eH7C#{=q
zL;x?S<fhHD&D|!r@3UjxOu^kgd0F}*=`Kto*sv<@{=iVFKS8fv+8#hbr&jb->QO3%
z(IJB|xOz7+zhS={hB)6E`HGYM$9vgQWBT|W?&t`0@NekJx=#$V@sU+uw64J>9xLFL
z%m5gG3B*VbVU0{mT4U$nYYmi&o}d4xR<xZv@y(?dLp%|krHPzeYDUwqr@Q`PRj0I_
zPQ*@Ej1KTg{ufZ>?!Q#VknlfdKr-if5OT}|@*LokLqr<D)W5Q;N0w=E%~(vb2>lIe
z5nh#w$5eK>iB8_*@83p!HD;7PULDR6z{117p|JJ^a=;l3Mpp9$R6V8NGH{5}3^rzg
zr1<^r%9>W%KZ{pCXx?0xdsvVIRt*iP(0W!Y?!3=vA-YL8GKCGJ#lY%w537R2U*92=
z_a;%Wa>1g{dFrqvj!Togwnjg5n$pAF)zJ*4vgcSU`&3X{4WnVODOXSvjbku!Z7$yG
zTDM*P36XqR!*nw#+E-oRGL=GVYb0QqK#cc<a+T_tjbKdWm!&XHgGpIastrG4<T8xP
zHl4Vx6Hl?TOy+jgL)r*mnEbo|=p1uv1A)?ow9EbEiNe2Z#cPzmfxB0cMth_gF;6s2
z+XX~0v)~fj`Id8mPBM$m91Vib6WgA#Oxj;C`PKiyX7GUjJY@lLUY7ft=ys0p`5^ZW
z!P^N<aAv!;xFYQb#cup4oItdKVT9DKYgGPOHnLTgHWAA|cjEI(VdImH7m{?Kpe1#v
z4O#I{i>t}NdjAo*>9%JAW`~a96;^{C4FXo6a9A-!$sjd%Ullg%rlBvfxZ+7cNxTS!
zHcj>=*36H{;CWqD2m!%K8fsu<x1JV9cbL)nxLw`7|HwAkbzJNj-9(Rfw7Mut-~c_c
zT6I}ZKnLGr^GXrFnmf98M&dz4CipP6M=R2J-=4a^IUb-%agv!+_?4$m%s2mhynOhf
zvS<=0O^KP{yG5F4@U?*$3uICCCC6yw>G%4O06nSMzj8TMEJ%?x9!7hOC<j1RLTIog
zH2R|kLk_6UU2TT^Ay-<Mi961fZ%Xst7Dh5zYJd^00_j|I)2il0=Aqsy-tJZBn4?lH
zM~3#vc7oxkgjI;W=}8&A0&gU61dXBgS<!<~5J4*inRAP?jRhl~6)l`|Bce7m?ak=N
zN~nD};#Z>c-}0m6d8i#Nk^mP@G>Qq<tMbYQT%XPXcJ^8QQaQ61cjp>-3~;i!=xl1&
z7@l=0&*5Cht|8(;WG_2OvMVTW8pSL8_3H%bsN><DdJJ0>9EuW0z*ORtNWZ7Z8bn3f
z4JzD(B`jO=UCO;o@pS!;Lk)RA?rgX>fqy296{EE=l`a{9^8BJMDY$8zkX237NzBaa
zN5+#D4DfyPsJrJ~c&I9OH&c0<N()jtsH0{b2ssfqoRAaCW!#;rdl2Y&dO9hR2&S9~
zNIgx@8gI%%vq&RKKVA_UFQx|pJ5j?Uq`O9!K28zdr6-Ri+R>-l$S5?(@<T6G{egRk
z{@Uby3M$W(`%9++Bra!bZL#mr<U5s73Q2=P+7sb*0E*RKfd2Ctzb{-6s%|;f8w0%L
z)57QL_OF2%SICV;7So3<$5>-BvYGpN{5xF{0(H>D%3v+T#;ln5egBa<=Y&YBq9I!-
zY`ds027J|rx}<>}T&}7hYZP;P76@U#aq+tXAct0LK($`|%#x2)=wYF`Gyc;mh}~CS
zQPDx^m?~0*^Y(youDW1vei-Y_JJvtzuRJ;PJ;j{T`ee<m17=UOr#y}c-io_uI3O0p
zl=G%-I2;J8Tz&9ZFTO*!Cq;HWX?v%22K#JuS`&D+fSe9CkLl6sH1ysFI@t`)bTP4;
zhledJd0LYZuk+5N4TP*t0Z1p=p8*GPjT}nx8x2Uva%S_xmFO8!LjAEEAp@bHQJas)
z>OcpWdqr1C^=2Pkm?)Os+glic*i)~~a&xZsy+V?ByY_1b_9lZ1?Z`-m7oOr;Trqa?
zr@p*#L`pGJi~PSqb%-@$y$kLkj3eY6CE;WG44J^XxZ*HLW!X2C=L}ID<Kd{I;;kN#
zz7{KrDzA8sF;&^-#w>^6H;L~Jp$>%Yg^nfV$|d-H)JK!Ucp3F%B+H%3V{U6-ILQ;4
znj_Lt_7k*&Rj_UNRk3qq9toa|A*Vi?w3yxqx8&Q3WVE7D<~iXqF(86w$UNSFS3QBP
zt@zWLvQMHY`IKdRgEf*IG~M;W1e!~9coo;DNCUxdW~l`R>T!TRZZP9MfR0<tcGC4P
zr7*jkV0mq#FuD@d??|?23s4SrV{j6yxR4DH!_@Y}$EJd*L&cSj&l)%n$<ysF@aR79
zL-df08y2g!Eqe8?v(l_S1Jb(-qAKtWAp&W8dP;xS)C{$}(!!SAVk{=?1DH8kP#h^(
zxLRw!XFkxPZ<h5HhdG;Hg#=3V1*3UR8sBWU$j|XwsMyc>u8Vw$5{KwvYT>e?Z?c_H
z$-zMHwCG^2`-XhEx~zkW;7R@b+Cmh>GSA7++>XeI5(PucPEOI~Y2E5`P3h3vI$h3;
z#zLMH3}ZX}AdMDeQ#bWf1EgUv)>+RZrOCpzplCn%b`@4OtI(0K1YB&1%?Rd#*<G&m
zJhg)ZXmR<IblU~|M^rEF?{Ld$$X3%~4t%d*VNpMReFrRs`>R9@Q~TeHxoAh@@1D=N
zo&7$#f7mznlY0b3BUK~+qNh*!r@v+ufu>q04}t>BuAxMX>|+2FQajf$<=ww0(@EoB
zP5D15hhO0Az*6Ju?wg<QwW9ll_zSNoZnmY$cVib(RV+a@5+2a!r4(SW<!LI_;!{z~
z+9D`8crA?LhrUNmC6>D%x)a-!^iM423+;WHh~wV8YPTV}Da1(xr9u(RhP{O(N2%4N
z#lj#q60l_{|Ms3v$%q!<T&q*t#8JVRU@9|>GSHOyL${YJgt8!?RIZa!BDy{*T!s=U
z-D!tkdaQZf&_tkW`W;`W!3;JiZC|^8+vwFC@D^b=i#n;19_aeZtgugE%T!~t>3(=7
zVY8lK8)9$x@_o_%oWGymG7aBsP(>2mJki03PZ~V$hkg_6Fi7bId3s|EPi5m}vlAuw
zkgSVgifQ|wFX8xP{HPI}ru=diC)Rkjiyw$E*N4CSh+;^x7jO0FmH?b@`lq&eyN%6T
zp<yc$DHc_4J{f1cm~-deT>gCqc3MDbL9MSmi0)EgmqtgG`2_AdW*gd?Px)lmMp~PA
zdbJ+W4sBm?Nm`ey-nrxtRcN?V*lZS>Ld85B>7V^V>Mj%$do{(B(r<IwIPIHmv!W^)
zCo&Up{ma~>#cN1nQQ>(qXw<iVeg+>3*q!>K_nWMk-?$gwiw=I#{ZRLqB+N|{FWNr@
zsWsa=K?9*~Oqg?gELxJ_#Z{84u5#%~G1n$Lvv5p|QatQk5=?>6Y1ds9PIDe@?HFxu
zam&kY!i@Z~ejVycvtJR_l+W}f@F?ufT^op~7(c=p`nGMD9wMp8-6M@RD-Eha$EtI8
z_Z34rzI0I!1!mp6G6>gb?niY@l`ro`GidrA>azgylSW6DMb8l1CVaYr!-`&rBX;|y
z1?<!!UWiPQ5!2XXp(1NX#XJ{F+36L*@&^@^6_myN?5f#FM<T6<ybQ3S9A~|FD+9t@
z&vVQi+e03wsbGM;JxQJ%vBym}I$6xCW35VJAg)1T_XuY57PSxxy{)An$EHt?^y14)
zJlgohFU<V4ufjf@g;|<m2Rkp@P>d(3B~^B(*1$IPM<ic`acB02XvLv^?bVoJC_?;x
zp_HOr<+>E?c+WHAa<Rksu3nVxxtiVs^hmZ=x%aP0!U~DPJ-SHB+Rd(n8P6|WAC{6y
z9#kcmg~%&WENlGk_N;&t5BA>MH#)%@<5O4e^pEh(_o`pKW;IAu=J#J@7Hlm#tx$jL
zbyAAO*}e>!)7dZc%C7_c?se)ycN%s{ssI*I;eM)hc6+xj>PqV#2Lkw6enxN_LUdL`
z3pvSu=a3I@v%6s&o$4`FQ~4f|KSZEJ6W&^pcM~`7oHs^urio;|h;^*7w{6nEl(SIm
zt>E+)iNuo$Oa=9kiGu!)p?qsvms2Y^2AL3lV;TZ%vGWDJ2Ej0!c&$t;L%R_${Twl`
z2$o@%DJhH#G^8;F+al%EJH#8d|K7%vEy%wneo1@dgvk>Fe*qVK7z<`Nyj+yXrVY$X
z!okdIeuh;x3Q|W&wnuwB+iBgK63;};w&Yu)`((e^GTQ@O$3SBnePy9zd)b2KB2>QJ
zTq0#Zzuno%<!|5_;UsP8>M_hNVLd)djDpsn1C&+7xQbCmCgn1#nkYyq!v^UP-TOzU
ze%BNws062(*@|KJn+tDpK26^^yr)HMI+Q||M?s|jH0}pUtFm%SU@&?#_H=vkPCi(5
zAmwAND5%jGlVTQT(YzY53|o(6-qfvn#*>q&^z8;EVgb7{k)b0Shy}=QVW|nWRk=q`
zcNWwtO0q#tW4LnEkTOgxg2$WN1Hq+9S$q#oVIhS8Hr=4piBJ>y9Xgm&tEmEQz!2g=
ztYm}-NZpLwes7rro1v=^yPJT3-Z|mxo0y5G=Z!_>UID*b$4Lu5^}TSZ7@)6B)@r+)
z=~F<Te+4D}oCm2a6qsP|c)DzmcbhjdLwo~4r-5Y37ydeJXLCHWOmslU)0C<}=^?QK
zDwpl4UmGP%{z)H<Tr>sk*XUIP&|b1~gbFkC=v6FoHRPHq%T9c2UYIsETU;fCJGa$M
zXub3n>x)!>yV#d@!|}B)ppw9K(%?nQrc?w|;#Bsi{6N8>uQd#_(Ye9qJ5+*oYK0K-
z&rGkN{H+@arh+4MACH*y3X7f6$7nZX9N$7esJWH;r<E@cL=mdZ=en&vi?&oy5p<89
zLKLJ>DN5hPl5e8zVwXCdS@LTV4s8?$b+`Z&6qbmOmm{4aP61f%#SW<$LJTLa3Cd?w
zh!O{NQtSOi5|>6F1^{P0e=-tmSo5|2?q8wZ7ARu;{l)a;$tuXWBt@J>tS6ubN&BN|
zF0piBsH`yozHMkXsfdT#3~J1{!7FNc`iuqd6{ZTUzF^lPjjhyz6A(U%qa+5tkhU|x
z+ShwJOqy*}ltixrpkX)}rQ3Dj_nhz?thv?-eTyhpL7R$Q!()$4itE>6oiJvd@LUY|
z<;;(S?I?ut4YPBQ2~~?iUdOhSSeZtw=iDS8w!>@}T5C%2*pO!Xt3jeJ-6qsTl+m9z
z7@nmx3F~n006-@od}_*bV6(HcEvvj$c(s*?dHd={zFwMhIR0sO67$~q(LEh^Py-L3
zAjcYrpDvE?-{gPyey@KW{{;gF%y1#7f#OE!L)uznPo4Po^U3b{uDJM#4tdtMDKBP7
ziUn^Mi$`Y`X&1=XBJvbnDq#j8dMTXMM@(i#TiL?Ckfz4qoSRoNQ2vKbB{WTbB`L78
zcRHVu>+-`j7Ul^7moY;&$rA+Zd34W`k1)RnSW~7m!6fyn;1Gg5DN3$HeN?QZz@%DK
zWR!?Jb?QQWr02!1o-%50cM~g3cBbqRRV%Gn4k#*PEFrL70DvOLdd~SYXMR-*6tU(|
zzLTa+zWK)DzZv%%UYF6SvhUXjKsV?Ux}KUAN=WAC;lVvQ$+GN6#|HI^?5Cy$8U)0?
zl<o&?rdqkZbZ7zN*j8)Wp;1@t>h43d&i;b+g`WS(8S!2AG3@WH|Hfr0Y@lI?q@fjQ
z#?P3atx(&ruQE^h!4hZBSu*D^z2PxAwH@^;j-z0LVJ>mngEu=$s1rxZPgFJ<$2NBU
zlV@IuKUd9bGP6d&<y~s;{KI$Ap0PzWrlb!j<-K#w67LHl{s@UsKVtZ35XX-`2@da2
zcUSPy_rwd>m49Ui<e01M7@hWDB*r}geqzZfQ<tfFQe*Usu=m~k!@-mZ?En$2dDyQ(
zky@e9b4I5^ybA`(ZSjD1as)IeMeJPqcgtz~$8%u=J1TPNp!G-{?Tc8Lq6Gk)R`lm`
zERcPfm>H*%Jeao#Vq?|KjEq~v6n?tHRVP58aHk?|zY(}}p_8sMdxx(LWaMHVC~tmA
zxJ-`dQzNP_d_IDJHeubBfDzU59Q-hc2Y5Sh8=YgZ!9`}LPbok4aA!%nHHwq9p?Zrr
zZ4DBZQ619>HhV%#F|YXZ(hpgfnPb#f<F!^N{N~V<dAcU6IFzoy{y=^u)eHZ&hrT|6
z(-P{D_TjD_jT%Tl>z1YI!Q5iZcrIT3lS3z9giAt>qVFLEN*fhHD8@6EA8dH?ITksl
zKfOXiZlA8=GJtV3axvDtuuKvL(k-}>d}9L6em-FY%PMzPEi`0^sHi5J{%WphUY|Kq
z=z{nwR%zzXo}~mO4Vw}p!pLl>-9%%oZFkYjR%2otEWdrxd+&xJ=1}P5^!o)4SsV!2
zmldgt$gdW0)_L$`d=iS$hl)VpG56ry2);_$&@*BJ`RG^ID#m+cg=vYB^w_r0q8SFG
zjKRxCTmta!&nNr=UDl__OXFzXTjNcxe_iNz?K~y4c}D@{QBY(;&Axdn68f@swz78Q
z_11V7eF|F0FlTN7+a%^(5yZLB<Ex&3M!)E=;45b-))FZ!y}^xHC>!-bQ_%E+wJEhu
zwIl&RpUVaKa($&e$L{%+HSUT-LH-6j;ZdzrIubULFV45i+bQAN7fl|_ptfSnkP`%h
z&S_|M9y3gy0=kt)b`V=C!%si__0HwH3D2iHu}@`meO4GHJIxf04b@O@ra=@kaV^rX
z1)k2*Hl&*$6^A8o;wk}tv$m{oB9}Rg7Oho=vI;z$5r;!I0&#JpKl_C-?lM0xz1H>$
zQYBzQB!|noZMMzv-P`X=^0(AHh9Qs3134eoRI^q_ze$L;!v>AE*mqi=h8jU39m2!P
z`mriAPp%f=7C>d|*`pVntyP6spk3AB&-5_`UuD?L3Z2m&v%^a5Ev2-{&_2o@6tl-J
zikub@twSra<uD%-#TECb#?~{g83lm%^IE?g`)4sLRTkX~`cSl8QbQ{#=OIm!0(7o@
zrE*f_1crYh1o47@-oc5)R+Y&t8f#7U?7cC7MzU8G<j@TSWaRrD_81P}y1BT`uQz6y
zZ+Or06w+RlVnT+{D^v9*4OhLI@`Z)Z%0EY<=?IV_0OodMPSloQlg=c<EqqPOz`-qN
z>=cBSg@v#qM77aMl~k)0(Z`OZHq=(!R8n8hc6sB<-B$7Y<f3ImaFeR->j`Lt8pg?(
zSso-s@ot|-7Fn)c&zq?-9I^xY$n()FwBS+KK;f3(7_9jKF%gvOTwmj<H;tS_s=gjd
zE`3eQK8z47Ok8P%MGdDTMQE=OM$Z%#mV9bG*+wL}ucm_CWIidbUu$8n2+IU;6S=lX
z#2wxW0u<G5F^;IF`2I?$w!}Q{w>jK%^fy8iKHr_3JWu0XgD3OhRm|W>&0<XiK8@?O
z7$H}*@R9*qZWHa^LrpkjRAk>TdTiTBXGvs=nSpNV*KGx*B~^4=WKHgA<|50hA8Fo-
zit+(zS;O|*1b#7d%G#q}K8b>@)wR~Cfq|0Nb}^NTvKH_qYKgG$oFe^ir5V~&f;sP$
z%^c|$7{0|R%iEgA+dlvB)&VC}vSng0cCd`Sfy*fS^!@?SN+^05OA0jouFNiTliOu@
z*uLYV(rBHv=ui<|vH7z@Yf42Rb@VdtmV?k2q@@@PDHIvo#|h6UrFEnvodYq=mq|8V
z4v(&T<e20xCX+L#%Y@GX<>sp$QB-SvNF4n9nJbtlNCJ#?!lPW2*sRUC*=dNBrJ=$}
z&<bmI1e$}7dHcH74IV;Nc%U{!9Se6kd$?`T8x6e~%fDR}VCqqHA22cpT?0;EBO{a&
z0shmO-h(63f22E>j^nZ7(5TWImm~4KO)FYU`6pKv@yXXV2u?5xEw1hNJe;D!Z&liV
z_hXzfN|IoO^+n}QuXpV4@c&rNap}5xWWt9~dYC+pv_%7<)+0pk*1erJ%B^W$epE=n
zu6P<*^F@WPF?J6C6^;9i0eeK}<uP3{r==fyEa>~WWEqELU#(z8uL?g*`d4<z7uQ9M
zgv0V)0H$)>!ss9e6+?j;JA!DO6~Tb9KiheHfYlZW;i^8*zJRwjFt|)SR{Ve1VGbf8
zNluuC2bB06h+>RcO%3N73IHII#9X1i79b58&E5205Zk~0(2ADJ#+j1Pj;`3fGOR@l
z`C+~Yx=p8~Z4dGk6wV|2;GjL_zx*jxOnh$mN6D@IJ5uUD3z$?S4f@HYl+UY3h7{E+
zun%#}ZgI$($}=vf)Rwu{WmAlwSS{9mrmo<%NQc-nwyd>x%zDM5F*$1H9z6XI;1!fe
zH6pcNrR8J_KV4hFhMRuL<)Q#j@}DdZmtS$vQ`w26B{q|w-Jkw55ZvZ?IJ_WZvQJhL
zJ$-3v3ATbC@0coLhR+83+F+EQaD}J-o90&Bc9BCDJMTn&`+?-<yp0~;g2D?JiCGP$
zIe$&l^Jr*z&vfU{53Tl&>~3w+ZJ;}Y73CG<(8ao<Q#};H4NIU?AVbwg*@&=zsSky1
zBT`y-ppG>csb_Fz`yF)?BNyuyP^Xny({F8jyWp_nX~gbm=IS4eR1j6+6}%*`jKw(|
zQFam2c@eP{^`~hpb&+2SzBOecBDofmT4qCgJbe&zvW@-1W2=*_L}imt2>?i*Lgvm=
zem2RR`UvNStfN5{M1!(g0?fn9y`OvIcxy7r5#`hxY*}6WCD|DfoGLlBVzILGNw|BE
zX!^t}=XF=vHz<vSlN@ppsN}OM%f(!bWKZIaM4{_>uxbJ$V~*qJI)v!S#cJe(1>o6L
z0#2YYxV^j{TaBs?E(phrYh7HtqkB#n0Z3F|tt-SE%K*dMFm|dt1a@#25q>|uE6iH_
zHvF4CKDhF^GmH82S)OVY5#Gjhal5B&7UrBG`$N}~`zzPkZ!mMNhv8GCvIvMx_iM86
z)>}rdc_Ah5h=1MYb8@j3ydW&i+|6iy7jjExNE0u)!9P2)vuG}CVpF6T)skaqWz}Ij
z<|&%;IVpM)q{e6OJ7RyR*z9ajY9lW5nt2mot|HA@z33jO3-!UJy<XqmRv4Svk?!M4
zm0}%`DCr&d<=x@;s@~^28U|P&^GKnp2DETFpj`V<k1hK(eA7D|o~SSAi}d1SY+rVx
z>6N0gs_*++ZLuGtqB);;?&pBO79*11iMrF-UD8@Uf~4Pl#7KRbUaJ?6DlwPC!Ar2N
zNbfb)E0Ook1BK%UBU^{-cC{FK4TtB4(<_W$FsfEyMWD82+`?pFrxyfw(`66N8?!bA
zy<1Shda2?UhocwW^3LhY+u^8YT{F`C#AWd+Wfj;ACv3--ac?ibeFe{D6gXw`y4Ss!
zKX-0lz4h>XnZi|>GvakDjryTnL%htyD?icqjC<HI{~%wT+A0>5szr*ojR*u^U3T9B
zdlGG6ANndNC25|QNXX^T|LOwz0bq5PCP%^;PacI~FX)kY?G<6O;(eq(7Nc#i*am*-
zbI>Tp5F(hi)RTM8lqTu|a~~mDu>_Iyd@6_Zs|<5qzuLX8&jyx>=nTScugNGs+xvb(
zmYhnlVq8!6)j#|+ABd}nroUl}221c#yb8q2yrcy(<09M&nOV#y?_BieoK7`m`H#p)
zG^RU(djC!=vj5HO22NScdA9F?66d3GcD6ZF?|G+8q!9P!W6dY+gN9{Ry+6GPoW-~K
ztDxMegmPd0$41q8S{xm71$X}AU|4x>zU|9THZI~ZBP9dOwfFvP5RUk&A?7nijH9?$
z-v`jx<^D+!NN3r|N_x)GM=vVMUw`^^IlpRve63jo7YF-|2ga5d^Q*u#%1Gh~DTu5=
zK;Q6+O9n`IXGn0fKTOjjZUiF}@d~T`n0kJ-AQycyI789OezczxhftC_7|F97fp`_&
zEHz{-t~64}8BZZ8S)=kDN{km~tK@6n?F5GkLcBs@3;rP_A-<>Vsp%4A6NZKlVTJP-
z+-hLA(-Z?ASPf$&Awn?*rw+xT2AHZB4dF~pcecJGW6L5LchvqsFiS6Dd~6G=6H_Xl
zHGRUUC7*zpi0hhEfDrDt=UgqsyaNfW!sOUd?f`sWWo2nPXj8G^l2PgFS=RFTs*|t!
z4&#KOqssEQZRWCc032kB*7S!~%Xfs2lT9&aSGdN*H->=c2K{sdBUC&2v2Qf4A5<E~
z17Fiucp?+rd~Rk4l-rD-@-!<-OcA#G-^xP_NGnj{LfVmSu$aYAfZRFUGhZ2ax72G<
zVe7XsDO8Z$SX5y)_M~U<NCZ7iE2Z&~7}7sBo67ttM$;W%_vMFirT`!Mgf(5>nyPg%
z=sXuCn0=O4wHok}WoILNd`lDlR$XH|ns9XwE5fsIL=H|=@0|W@{YhhnR6?*##74o?
z@48zue2rUz!i_Roz{X)(;FP=vIFEpsWxoNtCH*Duv&Jc?WXd<7b~i>ZwJy{Gn6Zl^
z<8$`MaW*5jtW$qnRl;gx7Hy9gxO17KnOe{6n@V{>KJ*4oL4MgQD2|7IxGR?UkB06h
zw5n01Tvm9NU0n$J-|0m@hsads@Nr6-JPf>}841;aG*Pi{y4OXz%j7s%1LmHdf9?zP
z5g~_dYd!$WUofPvhV5I0I=!-cQJ8ouMHhckWkxC5=%=y3?G>cjcAL2BEvOrnms#gH
z3N-1ot1!(D>XRXaJ!8Lu{1*M?MY^wkZD*IC%G%(YMCJ#$3?9E388lJwFP;e<_9jz2
z4jAkH)F>bi{+&u@CzUEZ!up!m(b6dyfS&|uXZV_qNHm|LIP;S(Skh001iU$x!+5<;
z{)z3>U^DEz*RVtSzTs7Lj~Dpe87uBZ?kVN0J)o6aKJ^TzgHJfck}vyk8_|3_2O6P?
z+bdvEWH$e#ROe@$vKy_;`whz_8U+22m}A*rQj=1;p_Zi}7}g;}T+Nag>{Nj?>Ww3j
ze&uLoe$yUBc{oes^FwW5E28@0mrY_Q_-zKiqu1#tTEZ@BBICd&1=q{awUZnqVkSYJ
zM!m-R?N$UsN}FItiWFq|30HgMh#eUuZufrWO}MH0X>t=yVc_RHD25Q+rX&?Y-%liD
zxcUl7;btu{2Q|fqzby;!O5uXJ2UV%njFZb)INZKXrMCZsAeZq|(uxja<kzdNVF5*K
zsII4scMySb?4iXMi1M9by@qlk!1=D2)dNL-TLJd{N);N%$MXUI@jiB5GBh@Z4S&OH
zc@dSOjw_Xp?PeA;n{oNOg(crVdibVTuArNI>`D<{q$H1}_J0rubj-j@6up7v!_t@#
zpTA=XR6}xv0H<6Um93@!;QLy)mlf@E4&4IM#2N3|<;7v6fYA|>p1@)!N?X6*?0iu;
zxQ%0{J~)@U!SM*I)C`FPl%&+u9?>V;=E9hW#!4WQgxpdK&mzDZnSloV1?GuuCsA~h
znFna?=+6AT{D3nRD9zoLo=5~hGb!o(H?_Nfi{+Iv$?R^H6gx`Kp>e^XCRqMQ<~T6k
zg2<S9%v~qwW`hcI=d-bpVk(0a)4dfr-~>|__jqK84O$k<tbt!D#tj)XdI~A{+vV-^
zb+K&V59kI_;zS?6Z^^xtPeCjf{)+B927c%XMrk0prrchBff3IZU|d^Moqa{G6n~RT
z(Uy>J3^OG-fNuJKs9gne!UJI@>r?IVDeQT+Z<U9i4)CGlJ6aA0ii4?ErQ)Zb)^tND
z_1GomwmUwO067w>QD|F1d4sNdL-5O0?W9g7SE-A)PZ)Lg(|Iv!<g@Yfbej=W1?dE(
z6G{#Qhe}}1{P~DUdyYhwQ9=t^o(dE}=Sl<ge8|+QeSv{|OQmTcf&q`$i=?kQ`*Ae8
z(Hl$?E15lbn72FmM(|7TZ3L-G>(kZKcCAAy4s0#*DMYICb~H<5UwIMVG5>L0qEIFz
zt*p^<@pd^V$=0f(4~6@()clA%%3f4)ktTWrFl|`Ta~F$}cE)43Ya~fj#nOOrr`&V>
zFcc5l&R}n4!sYjkCq8@jw-rE}%gu_^7RvzEsNDGPfS=*v@x0@01}gzjWRPMJx0Zqu
z)sYTRxNrN&d{_o^HnB#a9Pz7nhrWi3Vme|*DR*c%)cT8(G=(5re4-<1fi?Es`v)@~
z%0#_~jQ+O+hogq}{S0ydWeV$4F2N6}uAM=;$kEu=k|2FaFRz{r71~sCJ;W?QE32M)
zbM0vntNQz#jMMf|Lse~{IcR+1ts-2say_K5_x$<<DWRsqm{Wb*tnx=aQ|~}u{{0mt
zWcd}m<O>d^{Xu(`;~P_4va3!#HGC{wmI=~xrp_D_9)1U`?X0d(q`M`bEH<*Q11q-5
z<PdTK0;BnzF~{U;)Hf7R;_9`pZNQ-7x?`Ube-?sNaHbaX&0GtlbkAUSiPP<LDj%bv
z3l#ItL3pF+ZT_L=e#^<*fHw-~83T-QViV=y-I3h@*Y>~rOx5{nN-$32#OuT`-X~-N
z@LsK`d#INa`b@b!X^UnJymG<F96|;~F5vvqlJ7!Yl#P6dnjzUJtc67SK_lIW@!D2N
z8dz}9%ySk9yfAu3<WZ~bV(hXHb=oNz-rGgUtMWc3EQpHiFF2;$Ya3OYAfRh8qtp@!
zdaX0)OiJy<jAf$Jc3?sU(55yP$kLn3B<t|cw8u+}@xr$wQkAtyL5}q05{w>of?GM_
z-!PrNp<UO}&n}*8()?IR8R_FZE>E{rGLbmf%lu}7bP?_&o&CLlRXX}e0O*(-;EMG~
zl|IMjop&{%VmCoyQ5ut%G`F{+b^o#EnxzHwa<XTErGS0ud&0Zm9eTV&E=#d!o_xCt
zc|!+3Yzg3%*xXhU_m8}oSd70|?D&~Md0{-hfmYSr<4VeXM$!@=LRI{i>z1ik=k|Uj
zQ$fZ@;+N$k4Dbo#i?6<YD#~2l74Ujzd;t+pIjy&IF3jlzsje!K?zJQ4qvRKCyAhaf
z8CxfBnH*_>1M<60U~S!$k4`U@H#&Aa40DqrK6YB}<ChWZ*BJet;0w-{`=_xGQNQGA
zDIPL|oo`c05D0%J8M+0;c?YY@CB{rZ{yoyhgJ{$>O_ZwC%~%~0fj53SS1U#cKKh>$
zQUo)yurxb0WQo%nwo+h^TiG5s(OnezXm&ho5=n=eL<=D`<8qusSWys5>y!uZdO^<p
znoHuPK8s4^;YKqMn2+|$&a%R7$@A~H{&c1!_HUV|*c^{m`-nB*uno9h(3o+He=!mS
z^QLo{Al|N--vZiAU&6i^Gj$4&yz$GOW{~$WkK=~&i)Q0iifjXnS}-Mf=e(nGDh;Za
zOE2^mTuk>U4nLfw6Vl|;C-|pNjO1aQyv#(=<(kEdSf@b|gb}Pu$jDLd8#Zh2Ue+DR
z(=c(^ZvZe>$__bEs8on0;j{+&8e%6FhNw4VWN%Be=^q&*kq6HnK>b#Y<P~Zsun#%r
zadzv6wkS)v;z@$WG81JX8W?EkF9y53i}2a>z$>k^USrPsJ4t1kDRC}iwa#JFeVMuK
z;#?Hdg9J1<_!VITv{(sYo|pUzYd6)kW-^AsVi_cbIvSN_8dV&zsAfuK%kXpC#6=np
z_{LmR42-{_J?5L&^HCfUQJ{1-KEH$yf?`}razV?u9QTTZbzl$P_g2x2u`k1c{i*L~
zlc>G|%sX{~`!=;8Bh#GFiQM)q$k|<~SYr$-HSV<|gbhK1g8l?#11Zy4I8(PSWJ>mQ
zvLpo{KOJyCs@UF}Sw+5P#{?ChM~}nZYoGgfy<htcjYK}$S-_A4F2OnbBzWs(Q}^)5
z+13ucQ_r+U&lU)bN9fLvA9Ozp0C;~&It|1SGBk=A$}&#&zx>Gtjy1j3=WW<XbT*oM
zKhYL#iTL<(LQ)!tJTn*~@|qcmCM=DJqr<0V_!b}wtJYEOmZNFX>{FcnP5k;MTq34r
z*I0*S*bxQ+-S9*7Ptlg_CW2t?4@kz1hkaomGTK>*8q$?mHx76+n{REnYS_TuyEWVX
zv0(PE+O4r@W&rHo5f6+&>>!7}Jekl?kwcv|DZdRx)N@4nZC&*E9>MQ${Xz2U-fGW7
zx#jlwOlQ6{(74lT9Of&bh@@4v!65M%_w{fJ$?9&?>I#Yk_lje}k7NSq<)^`we|Abb
zsZq$3Wc_|Nu<^2dnrmi}isQ+bCsM+gi2eRSD4Uh^_(Ca`<1uEc7e<<OCr2t+HymQ_
zoR@J~*yG-0QdlyLW*T^O1#5kn8)fJzE`=b_W|{zsVAkU^(jd0D(EcO}1k*q89-rzX
zA1-&+91cfMz7tCOBR?0i9%{`MixER5@~0*1{Ql@zb_Ntye27`cxLF`LHOTWBNs&es
zVyurHUs6d6iJZqNnzGIi$Mn_W+IsdpPX8Ho(*Z-;F~UK_-i61&AXw%vxx`#H$8Y<W
z=TvhhsJD3>LX=-9T5066lbfMT#8aKwIvTj0<bPQ;>w5z7kM+P!VRtsrKbbXonx(4C
zCpJoLpXC&P-R$Yc<BBJa9FXY|PjSeo@ok1z1$X}epz)0giRCbnA77XHVQ};9{B>^%
zVWz?$6&35c6V0-rCVf$3VtS4R|BD}d`FbojRDCbHds3D*YP!fe4cT#I6L$2&OFmgJ
z_9CAkQ2@BIUPLEqvx6l_b3c*{bSC-EQBmrKpM*Akz2@ls%t+i<6a)^!5f&lIMMQ1W
zUATh^B*FJ+HX^>bo{&Y-#G;|lV5HE{wx{Fc$P76_G0VoDVXz<H%Tiq&EN|`qaE@hW
zDtaXoFHAu5DThC5VB9==MInZRPny{I{&ysR_NfK+5#enYt4^E-p@Y~J>5MJCWAiP@
zJ&A>+MG2MS_A^zX>qP*s%c@`A@?roODM)RrfIwS4X@guFIHEWSyFyyi<s6<7qsaQp
zDccQwDC)&6SzUd~`Xv>tCKHFLwko}@a+lH&;VbI*Ozl=@c2x4~T&B2YB+Z3r9w4%P
zHEJ$J7Ofc1nOaI`I}NI=v`!U^zcRbkVIq^<R?yHn1%G>ll^5$Q-R@%>TnlwS=T|%+
z{mUtyU9Qr_+IuK)QQsTt?chRkn<k_8_7Q<>DU4;)1MfC*{LVP1iu-3|HdeG631OHH
zB>a=KXR+xR%Y0OTwetE7e~yeci4ZjGeWb&+RWNrNF<-dYB#J5z>T=}>+1P0^+NWD6
zG{NKRI%8Fi?MXxdmvRU;No2<u6mvBJ5M&Jax`nVxJWK0@U8r!uFX&;?=F`oWWvcCL
zej7t&iHEkPixzCy0G$&6#ZsgO6_~oYqEAX1N&W~y{!2Vud|g8Wi|hqtDp_G3(|U=(
zElKAy?+t?G!)|VcD_i2pG3N*GtY1|H(#Ov~>Jhlh<`*9mm359NVTXl}{sy}Ka@>1)
z5GK`^mbD(~vi`VL6!G8(GYEg&kUC8Dw7<nK%i3)Y>_I!PnF=t2)nT9s%U^2vx?ppp
zzEy@q(JNUwHxeO86RF1BM5uo!;CpwSD<3M~V*A{sfu@0*o4Q!N-E&yDNAG@Ge)b#1
zsN%Be5SZa<&-;cg6hzV9GE=W+U6%nc<ZT$&-raxx?!Cedhx*GodIvJq;_wz{X@Y02
z!@QcELRppO+&ZdJ7<D|tJy@Nv`?DxJyG2u0(2$p)h#}s^xB%t8&@Xc<8F&9v{Wmj7
zNAgIvR8Qr*5K>BlGMq*-GXB`Ted61Vm*s~$-)A>Q5^qEH=2vr6om%pVDmlZTz}CV9
zRZ)2?B#%>nq{T#&)%lJM8;kX1SIcE)`Z~F0h&tVESiRbhbuPR%(_5S^R&;-d1FRMS
z0e>m5vqfHB{g&gt%=9_F#WX+eBrnXumqIxHPg~2t>+|k_cb+!yIth-xy{mMCq8YrN
zQ87Qhle>-{`6}r;jZT;Y=&jb4fuWQ)-*xAa=pezTEtVH-u&Jq1N<#aOAKDIfI&O32
z(Jgl?WoKR%IFM~g4-RY_@@tj1daHL6ulHu$gXK$jZNIAd_2lF-TXc=vJSG{Jnamak
zGS>-RRg}k#NYfXy9Xghw?SDYB*Hz075iGxGPd;m;_;p}Y=kODrEfkW@WL_EMnB|T%
z3<#A?LEjiWI&C*e<RsV--(%k%9R5gKtbE|(YfQQQAyB(leN|Iszp3Zr^6_iKnJ<zs
zx>E0OFZu@|yPo}-(C*v{D_fzF?i5!`7KYvX)*_;O`a|9B9p%r3spsK_XZvS=9<OB6
zxhal53mMDyB^?j`u;bZ@)9-C!!cRE99vf2)R})B2(z59v-umIEai&+NKlC0Q4?moi
z$R7{Aw~igd*PeZ-WpwKvw%(&HUn*7AfkhhkFWl!p+B_ad)IV`oY;7}-CovyCTgN#5
zlB9cGM=oytQ`jq8XsaxED02$y({_<SsN>;&$kv5V69U6mOdna}zn}iw1pn;?|Ns0E
zHVME!1z6Hof&W!4^55hK|Dj39{6!~Z{SW=de^WR7FH(j7K-zt2EB+rz6|(;)rjC{K
z|CvxB)4yvt{=X6`{A;RAriv7}ZTl+#Suq9~Y1uGdOmyw@6Y(~bUt}<n1}nA9jI4JO
zQB-a&kz<p$Mdx6lJdmEbdbs<O51f#%O)lk{{UI9n)eu4LVpU|QE`j5N_5^7Bu#88S
zbxIVh2I8-|le+_)mywaF!hQ81G1uvI3aCSZEY^VXsR!WMoe~j$|Ngz|&!6^|rtcKB
z?%vi<#*=26V9XIDG=h>JT+WLpCnw1)uVpn=5*jU<+S<D*-l4V%8qx`d_x^&?Axc7D
zp9vFLT3YH#T|PKCSapAOidpY^PoibuU}xX!L)OqjDr6IkQgGo2B%>Fy38=&CXlQ7t
ztGitvcXD>_A~euF3~D+*x3uCKQX(?bAeTJwxe$!CgM}m}3pNHQU5H9tUS1O7;o%Vw
z5a8p#GxoMm!dNqdLc<~1(K43G{K$=&-Fr9|TTmK?vRy!#dK0n9c!Kn@v$Ok>cXV=c
z^78uFCA!U9dgkKiM}R{LlT_a;xxkV#(5Xk0kL7@IsK;XXdVE=+va+(O%KJs|HVo4>
z280eYmc-713d&q4>I4pb!OYhWY0|NkvH#<C+{)V8+qL$&HrdL`s(Kh)eO5Rsi3FXk
z`TM+Xm^8{4GUGl_lq&?oObTa!2!(ikef^!gZqw-Dl{9JdAU(ua(oY2~FiKewM`vT+
z$89nFhD%=@U2H^AtgsC|u`{OC#8;RX3^n)f=Mx89_9b|5v>!%7;rGP*%+gi%foi)^
zq+!7r-#GtHY-RG`{1M`BJ@shblV?>~&zvEG9s*hlEW*PPZ^Lm+D8%)9Sj1W}aiosF
ze;X<l@~}3$QE}x3nz%z;@&hEPNCJ4NCLKhJlqdc&;UfotnPN&TpvTDnD78V)D=};<
zd~!E}+;1Wm)s}I0cUO)qV*haSvT!aC+GB*zWArJBkHRB@B^D-<qeqTSu;f8n!D2$8
zEG-ninzlv?Lt4jD1QCag880`BL6D?^^)+;1Nj?j4V6~k?xD^D*3$jXf&G{N$sTCXR
zItrHI`%NDo3CCnd!A4mrbKkT;+D`l9LWHDB#bOj3R0^LEA=R)XaIYF@1w@fJ&Qz$H
z44Y5U-C>a71~3Hr%qWbeU3_mY4Vrx=kI!&2+^;MrKc^;QbN6+?a9iO5ytkCagy2Fr
z;;wHJjtp<|L*+H{5dB;nNb<|hxf53NUkz6qHLDh19h<!+8Wu!ZP%O9zJK+s0ScWI*
zsgot6fynK`sm;$83Ph<voLvqAMXqz)a_SLmP+y#sJAOv)odrGqBrjZ!Bzm_ZWkjr$
zYH<`v*>oyb5xCA3tQCDB5=X*lWxS?sJPG8YKcW=hc-9hJvD7F`?3!NaN;2MA`ncZ&
zdxxA*9eTF^r~^k4tCd)zs_yTv3R}}AP}%MhlWct<QnK{I(dlKEdB3CkI16mqU>c<Q
z>o;#SL~_RL9;u|JO%bP=*)*8J^V|kg`VeBWpAnj|ule?Td;6QDz7Rd8zP)-3rE5x$
zSr|?@`6sf|I3-=&GnXrq>_xS(=as?D?!ig5KjTsz#v~@ThM|6}Z*qpOH;C4&ti=B=
z0{;gnl!=Lx?LPzX{{|t+&iEf<wf`reP$n)8j{g*kWoLx_pT%N{{_n(Mnf_hg_Fu<f
z*zf<7SnU5rTKs%{*)C}aJxI|)aCn@EWq3Rv``cgH!IAe(^$n$90h)m*$jX(^^qUj^
zh^zC(le(cF6{wVS|Hk?C`Jy@h8vyqIn-^~_-5ePI;t(a6Pq!QIf!=u^l#N3F;w-LS
z!Spoxy$_?UJ73RxxJ~~Zfcw9mvhOFVZ@{_S{zoR5SH!33?b2=Oy+}5<<H_A&!>@n!
z9e&>_>{o|0C$*Ocb?DoL5sp}1y~$|zgYnd_pm+IUp4kBSuL#<Iywj})8C7sPf5v*A
zaDI1A+Vh6xJo5Q2p+*C=n8Lit^k7uJQO@FVzUb{~HTl;EN3WU67Rb)YtnKi7-q!LO
zSMh3&r)(+ipo}}Ldk+1s*Xgl8npm!0b%FoqlKx+qXPUUW*Ado<+sVu+&8gPa&z0t}
zRX6K(o7RW0IOz~rS*&iC&8w%uF><@?@ww7q&SACI?0S3f@$rH9uda#-ie#I7kNlAQ
zgglpCkB9P@eUnFr_D6B4hkc<(M_b(MUg-t()w40!vzOP-YLoS5hx_A3PpkF6`k@HE
z=#|RVb2ZlMt%*gM`dOWsr~9S*uA$`XuPK;gh{ZSUJ8{lmgB0qNQ^_nx+kL^&1bl8c
zdn0pGrxM}+!YM6O_0do3PtndC&gRb`ZgrS}oAUdUnOA6+ynS{V;rr$BhaavVHel|R
z36zb8>xnvQK*}ir441bjTd&2#sq8M7>z)0vWC6|p)sOz&Q*%U!7P!y3A$jn5*m&f4
z8hD+@lv}!vem=*lWZ@nsGyIUYn`)zNsm(&mzBHcxx<>zly|;jhYiZYnfj|NgoZ#*f
z2<{Rbf;$9g2yVgMLeSvu7Tg<m2_8IX;{*s0oW`B$$oayVFXztOJL{i+W(~bq^zQE3
zRkf??ee0=LwOc%{Dn$N)m=a+}evCjGuWPJEYQxI<%;xJe@Pf`%*8Y*)nTz|%`O#*b
z!u6L{Z%x3^i7J`r#ql;Ik@Wnl|G0N6eE8h#{kA9E2HcpC?j5{#p4XY0o8uj{UGXQR
z83L%cd}b!Bvt5%(b&&8GB0rbvDY~2`<Oc%&X)%>5dnp%<mZ&}(n%igD=827LPGRpl
zxZmeea=EGCeC<MD)04a3%Ci@V-m?Dn>;pf3(ZWA*5lB^EH<UJE50v{9D@H31Uhy5&
zpSqN|9VGF}rt;M7gruE%+n=g9dte)1FG;SPDG}KBY|>iJH%idl>@Bu$e0_CQ_k{9S
z*60782yal-s(AjIn|z+37)y@|qxzG<!9msBeK*sn-h;`P<!%aRhL`;RLH}ZkK%M(`
zTaDz+5-S%M7Z8wu$)J6?na{J$n>Nr5qFs4^kkH_<<Eilvv!GK5vp$|bVFKEG5<9ka
zX*iTCo3=_*tJFLm#hCo(b?XP4wNGrU_h+t>t}H-f$%}nK^2ew4B8JX)gP+FwGaoR<
z2=9F*+tvK%nsvklXb9i2`Te<58gN<r6H#Rhf36t|HN4k9J%sqrol=3$Z#>f9`Uf(-
zd)(inb~n4XnB(1IzD1~av<pF0f3c=JR&|RF-*M(!WOBC={Y4{hp}g+)-CJaG2Qz;2
z&pVj$udM_^CU=<m_tEJNX57Jy-#f@{iQFB`xPuwLcaYos^A2X*!HnNK$SwYP2QzMy
z$sNr2y-4n0#w{|rlV;rFpLa0h4rct<U<QTaSrWVDJVeh3UhW2XULDm8(c+fg8qHfI
z_x9scIF&M)9~#W-v$ZrpqZ9aWebn`2XB%RMv%Rea`P{JEJTo=L>Ae4y{lR7jVbRge
zYFG-NJD2B5o9`otF0ToqA)RY*B;@x<9wLxgf#i@m$LqV|zKxl0H9lD`P;eBXbp5p_
zDr;Y9r*fwywRd;6?%>;S=66k_$JP1vOwH~>3jni^ncb|9zY+Xrh0<OPrg)Kd$}hzh
zs3oe`7Q-!jUlZ{r@YPB~L&I5+YKdl@^>UZw%1|n=>(Peto8q;dbAKd4m1jf7|Db|_
zH`n^E$#iLIj!aD1T&ROhZFc8~S(A>@<NLV3U9+%?L>ZID?|Hqy(gy+pTI@F`ydNO#
z=k@i)F+?qSo~^{$*YH^L(PsXm%232>ym0h~c2lv!^Ag+*>CSw!J9i8>s0~!S&mg^G
zG?>ikxHFsmGOqdN`hw8olz6D_Yu&yk9iWOQEOyPsnZnSZ@}D%P)l}hXDW)k7O<c|;
z(Q8LB7bm;9mVgF_XP`D)P9D{c7OEJClAk93a%-x>dCl$0aLDIGlWr(ZvG3sH%Xeq8
zX{tMA|D;9L34$q9%hk%&$<@m>%ryamRF993N9rN<&RuZiUv|7lTfi&g8IR;o!yL3F
z<t^jwargA(Uy$+|8l}gM=vK3FbT5AVj}`)uRS5jK3bj+*w5S&vo69RIqJoy3eRzm@
zcrQJR+VkC-TFdEUA!_=S10Ic3oz!l%k$z_5VxHsI|D;NP_7Ji_98%t;gr+2>;C^w=
z=0VCWqFw2Bb2k_rQtU$;kD5T6v@PR_8#zc(I)PL=L=m6cZe$StPvh$XtJ3^K(?2?I
zw_mwqpUq=gaJe3{uiO{*V}cmUzN)%W#IN<8d8q6p{L@ILi|MRv+HDmz(l_r!<=R+k
zQ}YjQ(u&c?0wH?oX<G(&wElyYBK?DbUXFiUrt&&bMXDWxN4q=;Hpg325UYxm%lMjJ
zw0?+^cI;?uzp*0{08WrC)=4!?4Kwojrw5vbRe+cpRIo+x#Bdk8&QbDvQ1V|s?kiYH
z`hMff)t=RVGJE)jE)Fqy7}SWkEaZlmW2APa>NK0I(k884{L>v&kUQp!I<}8Od*kLQ
z7aG+($l`%Od?ni(!CUC?HrH^0V{>-9@+Y0U0A7Mf0mlG@-@xfM4-=^P2#{F1roVmf
zEsk@$=%0`D|Cz#`54=2~V=xj(|70um-2m#lSt=(J2j_2Fsqglp|7NWEGnx1QoUtks
z({F24Mo22}+on?g!@Sy%eBVFJV*lAxis-hf)Zg=Jr#x^{=}hbfX1rEava<*}+0Ys@
z(;GJvs@uefIii`U+I873%qTgUR)Kwym8lRzLPXN^5QYT)p-*@?a%4DxxHvJd7dq-J
zApZGd+g`_Jk7jonf>i&L{)GL({+lG`gX*(w_T3>|Xw|TfJ97<M18LpK>@Y1?s~^UM
zye`B(3gus{eOmr3l<yCH686?#;bbVH`-8s%(!Cu*Xr%0&G}163q-=uwv-~gwl5_lG
z*EW-5<(B%IJ<@23fD2;Jv=(2jgax5|+FWw092;8Pk~5plT^CE_o9fsdghqN$^r75F
zVm>@H>89gYDj(GgLG-1WX9mQ1?9<9lR3XQYeTuHg6O_A;7V-oS1Nf|8Nj6ro=#y?K
zqko0(mo7A3V3+ZwI^<U|M=IBdLqC~Nh?5e2ZVok^`53v$R8vyu;3lj+%E$usF_)&i
zgSx}`Fd^ao2O|vLl7+6rau?M-%!d?^3ehvMs<_xNxB0+PPTN95%WJrSi`4F_S6=`@
zi6@<xfg2xKOyM8ZFJ?^VcoM`K`+N&QQ+Rc}JyTh+6Wm(7b_KT{^MV~?<snbBs51<V
z1;OwYfFc{4xVJ79?zlU7BMPyo4Dg2LNhL~6^nu()Y{Fht*ont1F|o_e=MD$LD*U~)
z#Iyq;m2t)g4h5KQu}Yw^C8N2LzMT&cpV6haA6U;=x6dnE_fJUK0BkNn0$UO8%gD=w
zo&u&WZIs}mLc|SQ*QZF?Z_<eGc{U_zT(2CELBE8RquN}_I0xz}azWB35Fp(cw<lLV
z6k3m$+LObv9X&4DFJ5c#oZlNj&GyHaTZj^@j^9kgXeW>?7VSz|$6h&7;F>nriuG#Q
zibhs`zu9d$H-pLvt@OfvIWL6#Wav}labfXRpb(!Ofus;$mTvLh{4NtL4k!Jyp_1#|
zt8xmAw9f&D>`y0-0E%j(pYc=-3pSFvyW$*@qG^WSRPvc?$$!E<lEc|2egg2_d}KOh
z@lfg-G;6+>zNpAku86Ug?^y&75=$d*0-ZQ3Op;F<L|yj3OWt^X$?{HY9kO}eeEGt_
z%F60CTBFknqxh7*_RG7rHo@XKh(UB8eM3J>ixi|#u1fDhcWi7dEwE8R#h6T`NNv$F
zg|~T%V$VvdB}9GYD2K!ybtR%@VaR3S%3?U4zoc}h89PDTV4M)X%?IT9X(->Es>nn$
zMwOY-S~YDP?xu<Agx}C`o{zQZ;%g;=;wWKKR22uQz?I-0RdHS($MK||=i25j1gEe$
za4J!s%-V*TT!6G3Q_9{$z+kG=()*k<0}?3ar-!s~(Wx#Q`Q?J7tqgs@hs%#PzY3oB
zMqW}&7|_U&xtq7JrCgibV^`jq+Ehh5PVk)4e)M(hUZQdI@=SY0`6PlP)@KUs@P6Zt
zg|(GQcHJX3r)Y%(AtYY?WVmN5$+m;g1S;mRQQ9gh4u`{HW&`iLBS^(?%tGa(`B-RQ
zN^#{<%FwEMCS>RexZ;)Z>0h*WWXw5A%{WYY4fsujw|C35vy-l}%J@e`ho{^1M3Uza
z4Wss~`jC4b1QYOTn2GaLTP`$bWp${%qRX%ovtN#Qz*lY@H<>=Ix4ab5lP4GAe!@=P
zQUC^XPT4%Eu~c$>RG_;&o_$uKK)Yv);FlDhUYVc2zEv^A<{OxJy4Q|$!7VAX@3=j!
zY#}n@IA<Sc0#*}V7b|=Sd;j!Hc{wEcl$f{Axj4brvGm0b56WDtKR<?X*NrKy#bx}n
z(zVCZ!Wuz+%FjP3sXsxG%-<`nnUCBnB?;x;;b1E>-E1A5nws**cZfF$Vm9o5Ud+EL
z7w9!gC|db`2Y6vhyPt-3o}{)Z0YArSkz~@1PXSYWwjNVZE-*3c*FTR-e@T)*)1g!=
zNJ+a;{`LB3lSQeLn%q@oRRuVwy~!4xla&=ODDo1I{Y`RvnN57LY#N^i+7kF{l<a&(
z_v{Mgs$6fG2#M}&&Ik}yawRiD01s9?@!r*}CGbt7t4osjgqm}%?t4r6nd`y8ZPhSt
zeO0$pG3$6Vt8lRbhA>N~+EOC!WU&kL4;n8`RtgGBnBamFo!XzUPaZ6TX5251?RRF?
zivc6Dd}mq8%8dRBK0GkbxB2JQnvEEO;!*gS;1-dl-2&C@7ijQbt(SqxDW5!7&qkTP
zv6yDNRN<SEqf@n?%AjtoKVLd=R<SrsA`p!BfSg27$y8tgYr(;fJrgQ>A*TYDLO+!f
zO%r9BYPp9_T%Hkh;d{Fa=6!|cI*Uwj_up?{yy;LvTB--XDz3Lo97LUVx2Z4Fpo2;S
zL<f;>d<!9;e1OAjOl|(2fv^JZ0dy8}&J(y;EWv09d1^@bDA6@Rz_wSJDcyLXDnpf_
zgyY5-!f+E~i}?Fz(Ihl+B)yDaNXAcA)mbxRXV*Hy`AlYoUfC-pOnZ`D!3H1m#iXxH
zUT(z*+bC6ZZT_|I>a9+JKFHZRU*=tRW8}(6wutrNp6R*h=`CX$CF@QHHr*$#mJ1{h
z`{HFuwVzDeO;AoemQF&z?N)CBdLx!$avUPd@F}7NMm~A>BD12xcr$m_6i;3{Ne*r5
z-s9`+fZ_n_P{9~fjp)HN{snY4jn`1UFZ4Vy={56|X$hv3$S5gs5Bj1f1=lMc&G^XB
z85<9!1kgXYDpz!v@Dra=X0XpkwfDScGMEdUE(*Ngud&s6s*{AzL{TKrR9k{Dui%(K
zsA}P4bxKo7Wnpa0adkK<-I__kcYV5yI91Ve{KXroz+Un^khY|hy0dUnkXnow`a{c5
zpTmCL&9afi6Ib`NBBNXt<7yHf4;0nl;!hW}j^h64@3mtDTC95VzKX5s^FAl7IKY(9
zf9fP!2LOF*Fu9mwbjQ_*9_fH^OA=^3kz}hjgz@q5oJ$U=qJn~QCIT!Tr&4!vMxT+K
zRris^XlZI20*q&$M}WdP7mpwN9%5KGRa4l~&uEWxFf_G^O3@^J?(IFq?aK9&6et+b
z`6OR&GD<;fRj`gmDKo|a-n4G>K`^z5d;==cdhx=`U768GfiDyFo~;5ci&QEn*^3GW
z1A~f_=7rI*cX^T%2wqX>r$dG2TW1!2)i0DQrar@qm$?XvD~}pGzphF{NwX9RRnU*0
z?39>PLz%0$Kj=x4_DiyCo~m4hz?zw8RN!m)Y$`4|9<}C4ivl@l`S`AU>dyk5ITzXX
z(s?CgB;p}*&~m-n3E59kSc(sV1ZWyaa_i??@3;HWQUV1-6>#vG^aH4U#yZ-O_<1NP
zyAk}mc+Sqw#PF<rG?KDfuFuW%Jf4yJ$pz*}q{FC_tJu<LAXj7}C@W49#%@n>e+6aG
zc9}17WFFzXS6REq=bnN7v=7X^Sz4<|3zn$Zy;?|n_|YMrZwF^)i4l*gbMG`SGc@v3
z8Hvlujzw?ePzUtA`|%UbkOON4;7FYZ($2H8x6*Npug1b%=!$DGO;Gwjo6CsPVE`<i
zDZu&>s=XD5EeDB6^6PBNTqs8NBYDjoE!$Rj4i+LP9c|cZY%%%V%dT|n#&?W|k&x~P
zpBFuT)5*de_>!SXsaR|T(V_%0UO;-2(Gba%S^>m~RHycQs&^i5bm?i7B2L{`UlgAD
zq%>q-Fk4RbhRRZn^Id5uZ!Av<p_QF6FwzZ5AqNy&nCBN+zIkkG)$;rUx+@t10q*Og
zjd2y@N=aEMsmcN?@KUEr_ShkoAoVmJ#`DN7`ke`Ce{(1&a!gTkK{E4FVP278+A9-%
zrd1NYZLqKqrh7#HQn2PD7MoC^u&_RwhojuhQ+^jTK?mTgW%VJ>(M9>lr);{^wwM&r
z6ChBUO)s^IRpdGw8!=6Z()kex5Z9>;!;5ZMVk$$+<tKNZW?Mndqzq%8hYNLt!D4DR
z><AN|R-_gNHC!_2@WHq?VERN$k~7rfQ=CBNgwHWNzb|X({RLBnt<iQL1srz>i&REW
z7@<tDQ_#{%;q~8m1!ZXP=4!u>p^($!8<t@HA<3|u?!l*C>P8O6Se2>+e7+D>Oywk;
z(pEhT<&-!JrV7uG@q{yiNzh2w%BOOsdZk$;4!zOTgRW)fQ%qGwlHHx1oJEv=a;8<W
z(;rt;uI2~a(plvTq)|KpUJf0Pgg_Wzp;F8tu4I(7sWyLwWGaTnJwXidoWo}|vrADD
z3DDyOCgdy~`I3eel#tmRq8}sAz+1FvK1xn?m|#Hx9ljev^jiUA`sAFUT$4W314!}&
zhC3-u4MiNYxlv_*xW2kbdM7C@{L1H2ak=-fth#!lR|q@EeUv2UJ%n0ixNr;w*4r#%
z1XIHV)-O?#ltHKbA(Hc&jTb|`?y?%zo`lwyZq5?(<wXT@>T^kh0Ye?78DpZCB`{Th
z77xBNvi7lj#c_qm`)lgz>N2Lt&X7)u9-t0VPda@@IXuGZ8)sufGg*sb<+irRq;$ln
zlzEP@6(Vw)lPNCp;;l9H`DlKRfseNpUmNidwn}u{GeSEAO4@h3tTXr0v>L9CXQa*c
zKrbOQ$wi(&P^+{QlKIe75j+3!HW`;BoBt(gUO-cEN|7+Kz9_ikMUPsbP*dzDNRVkt
zDmU!55QRcGx%L@g%eCo3cSZ&YZSl8wM!l^*Q%gPgZ2mRSx6d0*(3#v-V$3zMq;Fm?
zoGvYCN}mE_V#4xDb`ny(avL3nQ~Pzu_|&jV!WB&cMc=G4qtA=kqG;sOTz5EW5k<~R
zb=$`-BPm#5%cOtRo9yk=rPy}=ZSf#C7BMU?rDkkE%b2Z;AGrP5ONn>W&!Kc`tPVgF
zjA!HKMu;-C)~`48Y|9rkn%$>k%ipFbRJ9^)G0sx?(h8rTDyazjBjOj~MTxY)&+2O&
z?=<Wl*DOP3tzNX25`h4oEYH-_T3TUYdbE}jO$yaMcT6Gw4ElL28H0P8|NAe4)1T6o
z$KR~m!O8{VjG^mjEY&P{6f!%0!8Y<N{ES>-IKUO&w|-ORtFZK3oQ~K;miI7p6%&(N
zkXo+$8dg<Kk)NVEC$DhUEl3?wgG3KRunE*1Ii1WDL!wP?y4Y#xy39)VsRDRO(*{E}
z`0O~UZ9a0X%?Pw;610!umiwz(DjOFS{$!$^BNCfI1A4G>lABoT32jo+Jo}$Wr3bd4
z&z#p%a#y1dnTL4vMp+A0%X~*fuwziOqoN#4Qp&}sK^rInktAwzW*4v2DZ8E1WT-SU
zBRqp2OGX&IKBgNs5P6Kp@tFgL4c8A!svwUaf(Eqkm=pwjW%0U>H%`-eK@P>JuE-pp
zt=mb@P!uGR(9oefdUVYK)88(sN%@WosjskMaWPT(wkN%*?|GQabQSrMo{@$t&Ewo8
z;RU&x&b{ZdzEO~!`LV4YY2NZyrVNV_p7PF^wH%D!K#E@#wJ2kWBB}p!OMm@C4#rhg
zTI(WZl}938p;(gLVT8cf{ecs~qNPw|^a&=0Y=vGSn3G*k`zmD;CLwakk2G=Ff>@7S
zzFa#|m`;*wMk>ql(w!l&NRD!ll<hTFvjDg=Dv07}tjUhIEQkdW2~N}?p?NvowC!zJ
z-jR{`DQG6We@v~bBhq*{^3pWSa4^{<#&%QXMvypvJk?>^L}fhCZcNwo8p_z?Q2@wX
zL%rTEzulC%SHoKbeuz7i(-Js|h%OHZ+~p1>8+nvkBeP@M5#Tbis#PN;gSP5C_BPT?
z=*2Uc&xq=QR@DI?qCI#a=OVTW3T-b!LD^3)h!jdpB8Zmf(cnH+Y9s_;6n-Us4ijZw
z7yz9Sqg<%M3B;Clvy=J?h<PRC^q`;L$CcWUQq-CI5q0d#S)F(J{1jK3?ZV;OM+IU$
zk{{2|4$6JI2{B&hj9f2sWJH!L+7Bvs*odNLLnOj+&r6AG4~6a0_KfplrEC%Lxme<f
z>o52Fqzhx-`xr3qgkPDK<>YipcF}4`h>KfkFUE(EzdTtu_U%V&l$NFL)<Wb)t2-`x
zXc!BU6{ix}TCmpH^j)6jS6LP_Gy<>Z$|nnVXvgsw7fmijiW^fuhMQ`BLu<xsTeraw
zNwqS$WQ(GAf4A{KhEaHSjz~8X^;1#s$?_>{LCw5Np~eSl3!JD0XWE2>gq-nSVgKX6
z43QnoS4j)iy=CGyN^4Oee&3pRnQA@p)Ok<5)p`<@YEi#6>$KRTh02fCMC&mmDmA`x
zc$lY%n*(C%Bo`)=myBC*Uc={<R)O85tR~lQzCPcSKA3fwv3L<WuPDoFpiz-n>##ko
zqfur}n~o8yZm+kTMGPxx&Rxb~P<O#s@sJ$7gpdXXf5bRZ3SSTosg@gsZ2%IQs2@!?
zIww1O%JTu7%xQYXQ}va@K7>xY=PB_<Xe^VJMeV}%>94gj!Q^&oVf_=I8<A$hnD3KY
zF<^<hAg07iedwDuv&R_wRI6egYd%IU>?1D;1U4OOSo8*mbqriUPJbcmS;z<>&j8_>
zMi|Np7GSRj1n@aA7rQNhV(CoFMzE+SE#+sb38I9RCzE6co$S78Q60DxmG_xjU!r@{
zk|J@i5FfMWh_RFJQ{l6kMza~@gsFs%gz=pl?~!(ew&l`8(mQ<gZU@b3KR#-E#Be(E
zs6(u?N;=-x3eo1BXd#a|cf@PrH!Jkw+ifWk)}2`VdTF~1mWzXgd&02&YR=AQjNN#8
zfl`$32Rnn0@iNx-r|=@KwrI;-xZTg~E_x|tQ_YnpC{hAKWkSWZx^gNjM9U`~%8dke
zU?Yd&(;t2OR5#P1vP|m+J$Y5X&9F~p0DBrgEt@eu1L0nyy2kKn%a@RYih32vXx-8T
z&<Z+3o})61D<E?s6yGbp8L-^9jaW#T!M|vjA^O>1TR9FumMu6XY^4+{%?IwFBkvys
zQ09Wa2?j6~$iG<65D6kfy(H0gKT=NHvyCU_<(*p-Bb+C2{)*yR3^(s~AblZ2++g)7
zEA~lU)VO1EALetN)$;rD!cSVl)SDe{0%#!c-fB%xNv^l^iBXDu?3EJEg3Z^kurQ>>
z=UjD#Fl@EYrx#;9;e8gImY<NWX#_^?#pKMf)UQ4IT;8R!g$e3Y5N3;V@-UlnNX}d#
zg=Lrgl+5@-7%n@w-wfE4GmtXW9mLSgA?_Z|MoO29==f<Z)paLJB5I2r*KDGwZZ*-&
z?RY68h<-_|z<Oyf;!!u;Wa-jHTDAoXbuQv;)>&U+sXlv9?ezi$e&tz<+u>7|52E7*
zLTn^y&oro3a8T0F3Jk2iRqukZxauUN%e}(U8q8GMAgUr=#w5rqI=X}PWLC%bo0MS%
z@npn#b~EUFzpI>0zdWzpOR0T_mxEc+m|p}%2}(d-Adv`lOKIxyB}5IR0X5(&Y1XG4
zHY`Z({nkEtz{eCgDfBKd90@<@08N(XLls7IHxl0|Q9QjkfQLRKo8aAc-pR92HBa$c
z8<NdbzPy17q+;GPlyDoLIB2(PChA1`V~-Faba^hfQ>!(nj{(y_56+=}$K;e;TN#+a
z_Y(0@U$EGc`76@xYu>vzKbEC=OX-$;Q9?h~YhxS5F{ful0zg3&Nx$;#tYaEp5k{BS
z(9|?H*w+^p{KVj`vIduqiu`fX7+%rpWYs*I4F}47*RdEBgk@>jAslEIoL$BB-YqCP
z^)!5ci-E~%9RF<GX;|Y$4X-Fl_G1x<$}WY-iy5*0Z7Cvtnuq==pT%j4RpH8FocO1p
zFGKEXA*emj?~Nr=LLK_E1yWY^ySu86t{diYeROFuDYK5U^oj!)sP;!n5l!G}!{{Z~
z`V%q-^4FK$Pv$V&=x3CCOH+2smGcM{=eN*?K{Eh$llEXIUv{*26wRwksT4aoaU!3w
zz1X$Ow)F?TYKUqRdy^RQQ8@GFRL|?YBd+|^LIcFPL1{h`6d&&{<qaRN4-cT19Cmcv
znjH4XaDEg|%4wIMpATD(Xrr|~UA5WheDH2IU}O_zbB0IkEgno>V}W<*W3?|)RM%Qp
z21%YzyzmT29vO~9bDFy8ri_&=O&IAlV)lG+m{hToe;5UkAAPdjy4iw@L3G`)WD_;q
znXMb*yP)HfLsV7O6o)ceXm)R{YZ*{q>CS!sTzWL})s0CPakBSUTA9NPzXCt+_Xr{n
zo+UfK<e-)x3gdjC1vKe2Jsrsm9oe&g=EJJ0qJsL?eY(=b`~H)*a9m8m&wT)hTDSCp
z&Wr>RQS+8lqhF~!kcJZ?WM7eU@-h1^mp9Ap(vu2>h~zoZ2^ObO_T)CE^TAkAq+dQL
zA^M8dI>7Qo*E^W<bbW<)qKXk(L@B|C2<%HzaKae>cUA)>d4n`f>izmpx|;6_nD1H{
zHf9#K-?|!(Kj~^Xe`-+vrvi(xvNHd6YiDF6Vi2-4x3p2T($zC~$RKRsV4`OrW~1x;
zHyzF|clZBDLnADtBy6B(sc&%0mHlS&W(NxKg}&u$11No{@2{H~C?P1Af4%PAgSiKL
z9~SoBJ=h0u_hIiNz#||az{A5oe1!P;;ln2n;o%=6KYoIUgoKQQ@E8RZ1ql^$jdb%7
z>JdEDC=4|;Gz!#B2NWR`6f_+4kJpbzApf8t^}^kM0FUtS5u`vBG87Cnq%GKcaB#4&
zkYC*)zeB;Iz@ZW|zPOJjuls<+8lA~2;sZRXU|B1M!tfp$^J|-T2oIlPVqxQuQ&3V-
z)3C6zv2$>82?>jciit}|Dk>?fsH&-J=;<368X23I+S=JWI667Ic>DPJ`3JlYjEsto
ziH(a-NX*F0%FfBn%P%OesI024sjaJTYwzgn>i*QzJ2E;pJ^`AXnqFL5{<^Zd_HBIw
zynk?bbbNApc78Jr1rH4k1;r0_?fESukm~O5fAa|BlZGUJdDzS{)w=_4eORE-HXI3`
zXY$Q=5Dp;CWvJDP$QPsX$}!+eAW#6iFkHQd5n3s+h9br)sJ6@cu&9UBco05sU4Wvb
zU5{?TULxOM)F{{>e0g1c#}@%sk;W<A86L{8sL3a<ArMdbsURXvKU<`fhcZQFoJhS6
zeDJjr{?l)seavUdCM<nEo7k5HK_A!0aQv}0MP$*Dh@oK2H1MCU%11zcQ2k6Ft>3i}
zV=$yg$L|bZAdGBf0$DB*Bt|?BNBkvg<952F0RW`Ah_q(~jrHXHI#Jk{h4imXNXVEH
zi$tk=vqRyGMRJCydOz^{GMOP{tV9Q9D1}yfr_#)-M7}&xO0=uC5oYQYQ6znU9xX3|
z{`*gh-q(=+jh-M^;z^<B1Hoydlu{#0P1S(Y*j5XAeE~*qP3sLaBgq=HA)JUY&}S}w
zACffL11X(k7uBfKikGjj=aj9WfqXn@iZi16;q+Xfx>Le7QaQ#rDerCV!oo|Qcia^A
z0Y(Hd2kh?;y>+cgwm;sljeIU%$X2!+A(jvH*yH!f9E*8G#949!rFCkFr&6?zJjhGC
zI)w5qEO&526$)qh-Q^_Y$F@X;1(`rqPN4L}B`HRgS2WQeZJTAWk0bemVi*5+JY0!E
zIbR3O<{rGGBl6V{mhW~M^nAQ79I<bhH|s>wwI~}~n0PSf`H@MW2;ALW3M3e-tTX>=
zU_gqIVtMZ+k^H81=c4TWs-149Ye2RuMvYJ9CP#O20a6p6^aJq-$&!9h;%RRC)6%Y8
zWI|sj=}Q=FEipayF?kh>FDA)Uc%XbIv(}LXbi?2;7pfKO*YM?4AyU2R7ZZ8IEcRzI
zy@8epCN-vRrCEsw{HUi0>8g=br{}5x8ya@8k>%wP-l8!UYlH7YbDHD!!n|}_szr@k
zKON>>s_z|YeB8xT`*;XUX0_nmrm&+8#`*N#=8I~n6L))$2d0g;1_AwEzXNit(!D@1
zZS)i|!IAdgc+CTOt!|&U?4@gCsuRZnEt7ATPt8_<cu))m-T6RPUTM2|f*Yu?+UBZb
zB!3i{u+dYqwV?okNBP#9+FT1xpcfxBaD(EzxIv(6_{uQZ%1{+Kjv>}>k*0FmZF}#K
zuz(33r0dZ7u_D??tOs*#=;7WfmAgmaE3?fTC_gv_tjW-}ruuzX*8nLoY*LH^*$!F6
z`v-<09GjhPqmFMr%k+vqHyigLc>5+}sMxh8P+m0L=^E#ZR+(^p`})YWr5zbMc&Q1u
z%cVb-Eh|$GrrEs?JTPYa`~V4{@vRaNfV4`|LrJjORPnO80%RdrJt7Vy1@HQ*Ffget
zFHbjmikA(XXEK0QC+0Cr14pIQ1%rJDoO6RO6?wA;13IABwaqX?-^2_WaGZ}GAz|^(
z!eQ@QYn!?9r;zd&%Vorfier3BMIH{>?$;?1HQPvGkggs+Jc<d2!DL<4rUrLU%`N-x
zJ@^1*jOu1L6co<IJ}RkcpXZGm5Q&sQ*fE<gdh@JmhCqN$rP=e;YjM$xF7$n;bE-c<
z-&a^q4EM4xoT#{1@9$;XosZ0HAWINHa{wbQ-4~ZFS;|SQwdu>^*PufEn!`^`3zV5?
zjh48ms?8C{_ltMWSI@_}{<fjui#QUXLgsPOBcu7_=m!%!IVi|5ws*OZ_t!+m1RwDh
z4$1nL?0edc4;ynm8PO7zvIss`9Z$q4Y|ldO^R8~TJoUeUBDA?O>wY_X3RK>sk2R`$
z9|%r7CzPwxVvvTy&w9A(#=XSMyB?DE&fUzitKMc_jU`=wnRTD9%2cN=LVQ>0@aMz>
z{4J`7k*e%*{OT=A+L*r>7MUV<7OnTU!^Qw(F10eMQf7VV@0-~!?#DC+yMh{=a<5-J
zxSBpARE9jj@ePzq)52n!aEbpCBfo)Vw%Z4f?m-XNF}4#VwEQR9M|%fa;nL{lYZ%+j
zl$9^%=z3}>E!;Yk&5zzVK^Ly?KGf=T&Y^qZCkaY$+HH#(+<%FK%3HX0B_vW`6;U3{
zxUEJ{Cgq*@HqvE8UU8;m9o-c)yzqo&+##eFl<hQq1GS~{1Si?8YX51SJJ|^;YR7@*
z@sjg^c3G`cwgQsNdDvog!AODVKt$l|>HF8^(=1-Dssr_IuUMbAY^zT2Va0c5)7}ey
zCWaZnHXpBbN{OM`nW*HF64V=rK+3uwTb9F{y-BU<Hoo2RL=+})>NM;IieTUn7`@v9
zVxPz#zRjEkHfZbi!Y)19k1!yk;+q+ASlhmgYj#g#<gg|tXlu|F#CsKz=~<@1<q?rZ
zSD<QWtL^)&sZql$pe&@Ra2XiT0zP9O14U~H8>Fb>OS?bYJCT?|mF$}?a=MT+&M=NX
z#8~0O8OsinSCHu1ICmh&i4A+l<N)eRWgi)+n$3N4U)qZ89wt2R=Ee;aWOabQwn(;u
zi<e(%y?KBKdhw;$`AsIW_}LI%V)1e@^cxbBWvR7P+IM^InXgPAX6ZfA?p#VcgC#sM
z`|7TG%|COsapLLcj#^I`umIjz*a7uS`=76!kE4vK<~ltUeKl#lLA!AgmL}ZiY11qP
z7H%;b(>GYY-+*-gw12A7x-r?^Y{C2}g<b6}U2s;!d}&o0occm04}4ad<env(6O9=f
zDV@>1>Bi2(GvOTGTvm@~_csI}+psdNlf%~I_@Na!v77<ez9#Y2=A=^-WHq_vDnc|e
z-A7*Q04e~gp=Yr|J_(0C@B<&V_`KcgCeN-7#Q3S}ZMUX3P~(35O#oSAF&sY6DIm#&
zy=cWa!V|ChCdc-~WS8u>?>~_RtHz!#w>MCl$a4&uy;|I&pnND|>?Q_T&xYr!y^af;
zNt;T4!+`1b7_&|<ulaS)120G=>Wx_p3?Omd+IU_q%_O<zql=3o6<hgtV<zx7@uyfC
zr!v<^uCg)_G*=y##N_qZXT=&0^#K?!g;w_g#nycIW$f$`A$6<Gy?cJa#G~OctuvaQ
zL5*xD<;|QJohH`^PV^Yy1=ihbf>E9Z2I`guZDKIH@Z`v+{7nG25Mi7XgoEW@6W%~|
zN8Ug+XaYJMW@sZc*?p?2D;os>_gD|N8zA)i77taW4wo09*#6lf$AIN&mBYFe{}eES
z6>xe3WqDFKca420`OSmWv%Ao<0YGU=xS6)86s_;2UG)W*J#y!1w>3a^L*`kfLheNs
zcsIxh$(8y+lZ~8K&pm@z_Zut-J8M+TTN*hCj&`omz@O_GJDJz`j=oKIC7BhhZ_}ic
z1%n2;LL=ZxGJ3y2C+=1TNt3lD9UEa3v!;fXm6bPEbTF!mvF}tLZEMHvt=bb&u^KHY
zSMWBJ;un5RdGS!@%lU-6G|Wzfh&%pX?{H1mDNq8u($<|@zLrvTK%TiX{^AD8wE4s5
z8>p{OZlIunsh4Kdq1S@kI17820aA)$xGmV7uAzl`Pm5oZ$sv%G@vvvJrnEn)#V+E1
zfA8rIZ{Z5}?$N+ef!%L(C4w%;6}ZDg4q>dNS0e8ACO1$-jF2T&w*1axhMjl7IiHfE
z-VzDzxVCN=pnGb0EpP+1hjVt)y;*<!Vpq}Wo&>X&=!(;TJEL_$cc#e(0+cV1YOI+^
zXze*2Eh~>Zl<qs)&yCE>0VOGV^PGj(tQFFttt-ldB5o1xh89PtjA4n*L3<CL3ax93
zbpV@hphBFKtNLEpVBy&UB;EMH@DY0N#5TQpfUeaeOZ78cZ*2$7!ob@t5xOMH>A>Ks
zUlTjehwTYxw}8CpSY>{1q*<l8EPn6?ig;6T{hYkBBLLPYY8@cvgw$?0MmCbexT%E{
z${Mg;lnAGr{JL3jjD0~%Ts1kd;GDI$WS4GvT}e9m+kzd)evzZ3b5`w1FbIV6s@`~c
zfM<Ibz<#=VDdI{j^og~#b15j#Lpl7~p4O>)D;QgLO&x8MS+kb@>w$LX-kKW908WL6
z{q{9ksg|NNoi`cK^o+J6@$vBq(-JdeW5Y7fd4T)Gj*IO*Z^t*D3eZS%!JbSo%ce-A
zNEe)S3(8Rz4Vd<DsgYegs(%clWg1v`$bWXv^P^|B+vf5h13BMOmvOzfhGypdt|#s$
zUqTERwljTaI59S2&$)to3wO0i!MtoDM8GJ9KeFwry`sRl@JQFd^YT$SAL9>>!P~(2
zOB0$NXL>|uAQuF5CEoL`4^GoK2epI1^ih?ygVSIJtWQx3)$p9G3#a#~o-L_ky|tDC
zU)N`_g>rI15<<uA_t4_6MJbESrmtC-Y__>{#GY6i3^D^0r#IvPCb;UY+-7T*=&g7z
zK}^fLs`;ll`&7kHbX=;K;HN9(j?*tTwGoIr5-?^?71dp7;|DJvgQn&mgLxZ|%ifb=
zcNf3D6dfyGsf;EKjRD8zECS<ipsKW2_6B#Trl0r2xf)jGPH#AT)W-`v;B<RpJo1#-
zOr^W++#=%fg;U|Ve*m3bp`m!fi+fdW2TMa}O_wDf_L<fA2#vGr0qj_mO|Hjji&tFd
z<5rjsG>r>L+jIK`jIYl5easJ!Q90xTN5Dt{&nhn{{ivac^a9TmJElK0)<t+5QPhq|
zuq5zRrhi$jUqCV)(6h$9-_3f&?#H8S;c6N_K*Wi)T5LLxJ9;EA=q170)zaQ)OCcDn
z`ZD`ep<9MT>>;Cy{Q|0nNo*K8J@h?1)qZU%koNVGPzxz*RJu6aG~*Glkmc2BocOe+
zk%imUazgCOI&t33{^4GUa92?2DO!i<;1apfGD&mC=SvYY>(|*?*fX2j*kI9fY@Y@!
zoHNP2RTaJ?g})(gT1DALwh>zI&!7ykWoi{r&jBLirsmT^4^U)9RPqG5c17*;Pen+Q
zhpr4*FX3vU@s<gy`b}|0wPf@uc|aoBr)67<lfY2g2d_Y1$FSeOw%yfq#fvnlau{4G
z{;K*Q+-&4<7rW2Wa>dyn>!`$18HBU*dZpY<Q35O#YrTyW*gJ6qY9Wgqu<p09ReaSy
z%%Ni)c<7GQrHbQ{hl<QsWu^hn0)f#@5SAwz2VK3%vU}E8$Bng#qht(dCOcht_)%8j
z(LcGkKv*G)K7Y45rYABz87!UuK?$h>_}Rde`6ny)&DdDSnD=^7D(1TcQ{&Og80#AR
zAvu-Gio_pJN+t*cZlD+#ly*Hx8c1P1CmLtez#^UCANK{uszkh}$jAtE;S_{t9XHV?
zt}Qp1A;vlZN{%)Y58(JZBQ2TPxryO=oDRHRxD<{Ve<yJcO4^twuWd5y_wnA<jE-ap
zmS8pP{nAQO%S$_K;ig5$HZSKfU)8xW9i{zgP{vm6L5Z1Y*U`4Vs!A6x?HEf7{_J!c
z>4B`QMl0x2o<6(5HY&~K3z_?twAgLDC4!zFA#;G61Iax*5gF(i-`>Ph#`0y0d-NsR
z*oeFck9d0%u_3QC^rT~Y8Lu>3pp^su6KV%uX{KmK{3kq;%XR6!Yjs)l-T68C!y+8q
zh<;gUpZEhtu#=A{GRabNA|Z<;8kI}2ql62`bDHcLoP(`-#L_0QDIvn|>M|-pSxk<;
zx5b4c*zb~PaqEo!_b%SvUGA>`-x>kH&D5X7%-?0l-^I+VtW1pm5;Ok@A^qRG1VDtv
z|K<4A|Cb7xpF;`$zanH_-^68qp%7$(w3i4d@3|Tko6^5t&)gdEv>UTPW004ZmywUs
za`4Y3pAF1ua+TSGst-|D<UB66-fIoJEa#75xTJxcGgHO(3)npon+JUpdGw|mfgLz3
z4s;)(JDo2x%~0e=yuB0G?WBdL2mN^ro3r=$1GaP2G99o_fSzTqUd4|`QxB-szMDp;
zQ+5L4gJYY_Owa?fZ2=TcNott3J>FerJ`S@IIm5DIR4?u~01=(uy~55s`vi3k8gE7d
zC)>2+^e}K76%V00wP9JLnP+kw0izqWmJ%!t!x0b&HTI`+Ow=MxA5vvxhl+-H-EWX4
z?5LRhf&dQ#+-QE5y2F$sC^k|1D9A6NhmvgE6e1y^ZVmWm{GBBai(vebdVY|^4<!vF
z$8X~K9{cy-i03~O{Qci!5C5hgqW=XY&8>*Te|MvqRaZoJc-o~4hf}YfDDpH$B;XyE
zs%A#O>*(4HlHQDj-5cH<T(QhSsqwnalch5NS<F|Zl`&g-k8!$Gu9biAZ-a(efR%Cm
z=^ZJM__0RnX8#0ecI^D?oA8ekX`UtyYlICq^+4bP=}%|Ua@h0p`iN`txjFNb6Qsv1
zINk(5-KN4xJ{z;#Kfh>Lzs{efOsjr?<1I9xVmA5fJ|<X=;?>V`lyh^kbNtZ_GutxN
zN$sS1+s968(oVlx41?o(@usF*)Gvv0{km*+4j9Gmr;)k+K7T!7YB1^Gr<au%!6UnO
zJk0KfHg0yciaUh-HlEwZdy^drb+!jVFJEHv{PclNKY@AqGU#A!Er+t(FDYc_q^`xi
ztPyR;t94@XYkys5%*(<!NDzA9@3tpE3_xuSbuRuH>XXj`Hz!tUZeQMn%Jla`zOHjP
znCP+y`|17lt?6S|aT3S_pp}r8f@gtveGt)ryVI(2(O<VxRfv1C14)Ex!Mp#j?wVUz
z%(v87Z}0D)tvjrdo}2(<96ht#jP+kTfJeq>kO+94>ks0@emb!oYU`}6M~NZ50ld;m
zPQo)`<7z=YK1!OUTqH>0X=wB~xL!75&~BPK`c?h>qekbWrKw}@5Zb=A98u4QjyD3f
zhy7;@CG%4*$2KQ(^ZrN|zozK3o)?nqt^;6)r`~mY>GDvm@WOUwfzSGcJyCD;028<{
z<I#NKaWmT5`r)tMsD1e|dVMj6IdfvEsS$5dQ_r7rEL;0ZZ}d?i`wqYJ*_)d$-%d{}
zeiuLergJk_$j@$B@@%lu-xI;n)lm0n)jJos;K{S4e-ZS%<N<iG`vjQA+gMf2!F|23
zsIA#Bj&L%cn<-O$bNsKtb31c8G}#@f@W+jdyOynGPis1}vYPEVZux7TyJ0*%Ir&aY
z8!E_WdHH;9cz-O%Ja~9Vk)FptuHjLTcfy6#ynoD|60A={hW^jktUi!JpNNZI{1|x}
zm^LkWCZQkKg0Mc^Uy&z%I{slmFP2ax{EWy-4AX{h18?@jjnFIbt(9tY|Ice==tV?M
zAJ!k;77!7rrIj@Nc^&Z9${(){=f?_9Cn1`}AZPw@O(ZN(D}<=~<i~22gY+;k68pzB
zGNcf(f9d_Z$GDq~yG4aebVnNyws6O(An4<c;X?MByM5#P#(1}jL%_@(7=h5k|Dl*l
zfOu9Gu<Oose!0@O@Ed+Jq=oTqH#t{VSv#9JxH*-!>>lPvIo1PPhE0d)iss!uKRH<h
zugTQ&{(yo4=`}EEVMq;&9!_Q!U{4=c7u}<-D}F%p3_l0gPS(t?qm>J-m787Z&CdAf
zK$2My^EQCbn!P(`jX~>1@1k>OzT3OKo%FAxOWDW8*6yY`Oxc|UH7y99_c&KL6R_R-
zd0v=yK03bgzq$(h-Qg>w-G%09XS?0$PRQY<5WIX+`yeq>(I^f$>r&cuuz$1z3AXba
zid#AYT4tTgoiBQO>zMTh2;1k_A$ivr8){v)2Um|rQ(98_Jr{o+M|qz*UAwKVAGbGv
zK(VV7Vo4#*yZp-YXJz}XDz4|3y(^nFH<Pn2m#5(B--ib9a`6EF&a4_BA&r2L0OuR`
z)i$WLz6EIlFC|$^O})WIZ}~U{lFZ|;Lu?q_&U{mo_43Bb!qZiXZW#}@ZT>|*`*XWB
zvz7Mk{JOJ8n4k&ZrN{VRW67|05pz@()c43%aeMKD=uHjMY;OJHj@wrP6WM{}6hLEX
z<I=AOK!EAPe2O_ZAX6ol=zZgs-FT3jYtL_k#OB}Km78O<Hs~<V`LA&op!{T8F{+5B
zH}}T##-Ma3&1L%P6Yq15F&u2OFj*;=Uq@iSj~z~~=2@(EBioh>i`UvaU0>uXSb6?x
zk{YHRa*Ec;yl}qgev{_5y5shZ!1ysD;$M#&`0<NQX3{pGVeZ+<dUNyjwM^r$r9>o}
zKDzp*+Vi^c>Zovqa(m~m<20F<OxlfDO-s$iSN@AfKTaJ)$fTb`Dt`_7kMqsXuYXDa
z;FIAmaWx&Yy8a-oWc(}H6C~N*ErH9Ql07m0XOcbrTL6>a@|OP<qu5*WmRn}APSD#U
zWzbMWkK0Rc2o0Z6I<a;ZsgDFCtnAXYSmr!hpd5TIbOUpx(1OC+AO3WI4f{MKPuH(9
zoPX%ErSKExEZ<9KKMzvVc;aVYhnNp><=Y>d5PPP6SO~x|6n}Jf@c2q}?75J}r!=E)
z>=}O8BZAjFLjNaLb$PG-QGAH~{GX=zuQ)YK?6+jn?0*ugeYb~(<Wv+jF}E|Y`CFiv
zzm0f^@|7hXEAo~5O<-LPoMq?v<rT3~I(0T-WxDVqcx#Mwv!FZ|i&3G=tH!dX9_@Mr
z`K(E!A)cW|XJ%JXN;}aPQKRS~B$oHw-9%bGbB|OmjGPZ^j{;n)OY1Z^I-de}+hn8K
z(n@OP9K^aw4f3Tq>2V1&DnlC|vr&pIhfXXTFETafEQnvuDpG*Ua)~2Oaf2Ml<`1>h
z0Y~~62pgOnU`1J+K5jhi`0GA;vPsmJ?NhP>H+#h!y{vB$!yZ`$knO}_Ih2Z|zXqhx
zP$c85_U&(_x%+odjX5Ex`W(OO%00BAW1)CvaY*irYw$c(FmNPF71i}~g-7`)*Kp0Q
zZVA_C*Y|?e(7xW0k|H=YV|g8~-{PaIkQYmQ0X{c*7?pCmsw=ykL>=l~&eH#g%nT@`
zG2j&(!#IW`W`b(6l1+*kDf}$g&1S&p3QBTnXG+5bx2iWKQi2prL)ypGX0q5xPAQaw
zFNu>a!x$CxVnfO@qCASIOuf<I!wa7h?-Oj1;xiK!t!gH@Jq7Yp(e)8@WF<}b`!$?B
zn#*CSSIACpIXAxE>x<dcwF|l#ZuY?{w}S@8!N1PPD-vcz)h<_OUnf;>?~&mhX?sP|
zjE>g35XmZDb$_8+<>j_?$bt;{cFt<80kJdcLd=b9>M^=_BZty#4AQv|W`itXY(nBt
zO?T_Eb2?OTIh$5^%*7QNslzbyIe+c_I25DT3UuBtZ7lOBWLS&2k(_m>jbmFiSIG>W
zRE2yc8TE8uwZ8KcVB$!ye=?NzR^^zC<Z1Y3Yvp#w@J84u>DJk*EnQwK%2T^*Ub=Xc
zAyrbkfx5Ip(cGlwdCR~LyBykG7JEY*+Z)}f&$*`;srg~0;`f~zF5G3EjvZvN0w$51
zRtQ#!>5%WuS~2T9)p-zhwx=H1##AAf0-l4$06m{s?PiKrV4}=MYW+yt(fgji1mSU*
z!BtZi3=XGi@C5#-H;ZCZqc2=CYZ}9b*2Or_^UDX1A6xC;^yr;aVZg9!N5RO3)X_*O
zF>NFxDHE%FY;JzS*BKN~6<qlkL68l10+EWdsa@TS?EFGi@dfLkrRP;UnDLFkP@MVO
z%qbiJ5Rg|FHcpZ51Z+#iv@w|da*0{=?WT1M(e6jqSd<|%on>0CQX6bsD#|1hraZGz
z!WV|6PVZ0mr030bpg(BkT@Jb?bEt2!!%6`V5t0h#X{#pdll#0pO2%uAhbKOCQQJ|i
ze)>SiKb!Z|w$j*uK1S_+Bg%XmEF;8r2CjHknC4)wmt%x6uDULIi>^BA28v^BTjx(q
z<1g0;PWD?{1KTa8@zXy-PS?nQh(S)*#^8+|5i9Gj=u-*?wwCrbdIq*cY>dC$DTFNF
z*g?vC|K>aEfp8gV1AP-+K})BHufB)O;$UGSV&!Dj`p#$!-axz@Aif$u?)^*lFK1(^
zr)XeD^a|3PuqY()tAUdp#IM2v(gDF=??S)cC5W_cdtwmr@IXG=G7<f3`61+*k%;m8
zvnW7XBVrJ7vJ+FZ)3r1BQBcg5nTY9E(pNEC79z%9Oi>JS6VuN`gx_xxg*?y0?-eU4
zF%vQWwLL098u_W%`(8#(_O+>jp52dXB`g>rwX!k&8lmqW86h8k_5$)4jEtNQ*?!gk
z<0A*;*Pq>hRCQ}me$?>Sphy|KF|sp;l>Dm$|KBHLWcoE8|LnhVmyGc)8RJj=$SpW}
zmyGc)8RK0t#=B&UcgYxk9n2xT@h$}VPs!Pj&EhTu`cF0b59!TaLbspR8{d`scM08Y
z3-s<1y8Y&#cbQgh!R)()Znya7U8a>=anSEz#vRPKH3GND<PK)s!HnM{a0fGPk;X0l
zc?UD@V8);M=N-(rMJ9JJ<JKa%lV;rFrFSsn_a=KM&A5XZw@Bj_|Ga}4|JTEeyJU=a
z$r$gFF+xQ4cgYy<k}>`?lKzc+Ztwel-T`m%|34M}kCHL|Fo61Q74^4dj6ck){>@hE
zm;Kp)Ex@k?#Ei|x%F-NSF7`i6#>o83jO?FHrT%7P`*$z$IahD<J{vqcQg3H0(nrJs
zJo?z!haHi0KAk5wuP+Ukq-J@lTwGiXj}JID!{!S?1--q&!NEo2t_!v|Q~Wb!@N_Ui
zA4y8@-tLCr|MyjJ2@8K|#IQ`ccjQ`o3Ntk0>4CI6$h&a7@7z_lMR|6uW0!Iq<x};B
z9tKDv#{^)|);bt`pxW1TAoJ2v7PtbUpJxMKV*|G#X&P!yHUg7yo476}ypx{tIUK~E
zF}UqoZJl(Tt}*D%UNq@lV;-;4#&hGnp<`&h+8N@ru`W7)=Yby^1_ZcfG8lVGUwwj?
z(w2TrID0Jxzn~LT4{AESX$W+$lYE;ps+`uC*9vo5zR1t-z;eLsYEOzeXEyIP>O^Ve
zeB}n}94J=zusu1EaT=Jpxpcn7Y$2$d5<vXA&~U^azwk|SuR67%7F(ySiEx#&LM|?G
z$;JN5SvH&G7GUC({nOkVumo&drNjmD%vzRaj=MR~vQz}GPm~WW6xpL#N_GJ!jx!CR
zKn^cSlx4MfZa8zu++{8gp;sg%N&O@=2n&JFzwl=1h_St=Dm}Dzb;l8p<FfAH2nUE?
z!7Y2!7Y7FLhQ(RRdb(&(5{j*cQUaETufCN)Q%I$S*!fLq_S3n2+@|FX<P>jsq|`9%
z?^vel9M5u8(KT@P_DXAine=(W(@^O_|Cz;CJ$v)%&8<(Z*Q-L5Ha)L+6dGf4_IL{C
zah29us!fiFG1J8M>rtq6*hnS0Nts$?j!8tBp7kwj@2#(S9`KwW)jCOEy?!by8I!~}
zmT-XyauVsC(U0=J**CbXVOU=2YB`J^0*@A$8say!9DzI%KfCQeFdjcn2)ciYI=g$_
zh?XOs<h!-+M2BW2+Ll*~K55GfW+^UnGtcZI!0A3U%5a(uNjbwuiPw+XL6#cedo(mE
zw#lx4DzL&=D?;VpLpVtSMS#nQ6{3(EcnoL?jxMf+rOmS&FS-&SDM@0&g{lA+H|Rx|
zCQ*z$V0X75bv595og9&GKRW*LU||lQ0r|QxKxcXBqw-fHn(Ygnc;*-t#@7N;Y|9pM
zD+sclHz%GqfR<qXQ*VB!x=YZGtEtS#wbUwdEN|!oEqeFXo+)>VjN$A#vU=?FZ>!>2
zPeviphBd;(7nG&(3RV4IGB3}4(<xsGOSkh$3sER=jK53=i{VXjF5r9hK+~C;#GT~>
zie$ivndU;P4^nRKzZyex&9(|vQ_3s9+D-F+WH3{UOmM(I>aIOA_EcFAQy$@{(7a;Z
zwY9Mh#XB+v1zd+FZ$s?8gi)0ctA?xUJw$lDNO+ADw`eH3dippxBq$<~ry@<Be=0al
z^+|9|cqIej(&~+q+1Ch8LpIRLp3#U_x%(E$hqGw7dk-SvoAK+QYN@Wjg<VsDuVnRD
zUds-caD|Gir{YztyQeL`YU0v-r!RVe@Bb)YIl`CS(Zr)do<&T)F{tO{-c&9>A0*+<
zA`}dfl@BBeuBqc}8cScB7z|G}e0S(GxpU@M9U*$8^CLnAs38i)HwOoDttA*mSQd%<
z5+}~8FL~Lr4IjK!WZx1e|8lk{4jcw2-#mWUVMVM)+#q{tf*6;B)A5eGVz&cE)fpZe
z{t8TZ1HQ4reuD#T)rPfBD_fFrsC`6RaG5+pM)l#nwPDmto-06F_sucW{`eI~vgRuc
ztLc-LmnS9<ePZdP2K&E724T<L@QJ>*$YOf!VdI66{o>JagwD%S4nqt0uJlVL#Gc^i
zQ&(mKd<rjs7D^QU{klx-h87wZ0jpcdgoM!fMNfOmuiw>dpm+Z_0GmK$ze4^{I+dI5
zg9$z1ycu9<Hn(UyxU<DPs=c{ICfwWznTe_pl(1@5yMOX0f8tZk(j^XvE8Qnr{dipU
zDgastmIA0$8MlRvA{cgeO(NV+1A1>OKQ@Xi@IPIH*(i^YQ?oQJFb0`^a@GC3?}(iR
z3+pO;{>}6F(?9*wT+B~TjY?pGnj&9OdQJTzO`Iu!*NaBV&nk0h*=z<_zVY+l-WqXx
z=Gt1|d@|ivZy&#t6hI&;NNBUALN8oRbfBIA{vW>{2|8&?Qmm3k7DSqY4HM)#>TTcn
zaMR}rd+1Rq2t86kNxC~_vRyF$;M>hDa`U>8q-Zx~GRv;h+Tioy+Pve#KKi~0goiDJ
zs+rX1xK(X&Co1jG7>-3l-t_;&TR3_>xJ7(8_)OT-cc{H6RH(xJchBR`{_M|`t)f<{
z>NIhQ{qfpq)HkEkS(s&<AlS%u8Qqjik-@g|H-o*o5zpm?wIs`DEk_NG<6<D{nbsWD
zom`XXxC){F^Vg%Gy~OeKCos*=i2AVr=lH<pp?*`El2*<X#(8l>if{a!M+h6qovpbs
zz5TzQM}7AwesV7jDBuX0!P5A?8c)YQd7Ze#-g1KpPa^M{PV(63AUp$1bjN3cZKN=P
z3=6W522}OF;(rZ?hxH9UIhIJ}YfP5zgKsJbyWWJ<MsP6G{Nxvti-7IIB6pH3&QB&^
zJ>NS&9RlG%_?AMLTBK$tnK6L^P|F@dEH~~)Z9>cKV_V#}-={VbNcpUAv;d`{5=Eg%
z|KczH;xGU5FaPSV{>tZ{|M{OQSOMa>;+hO+B-&WZcP^gde<|1*9kWD$blAvt8Lqj(
z87{SEA3W5}jo_cgDkBb`6d=cAX6?(ez;m`gnrU5i-@ZgogHYy{6S@geP~tYwxZN?O
zFS?gcks3k+DQoFLQ~lCp>rW8o&w=d>v%1tHL{PO$I!?Ue;dSH@Z@Fi(B{^vncA76=
z1nphvKD>SWYvO7l$l%SE3O$LK(Fx>;?uAXi{F$eTH^H*d287#GU7`>C<InVeB42`8
zjviq$FuS$w>=h<s;Bk(66H<Gb(^v1A-!R!{n9MTgk7MC<d#`^|1aKhbpaxaqA=ku2
z6+}{U!a?I%vsVINad>bGMfc$?Y#L9(=c5HE5M@G3|K@N0=HI^z*Xl@g%1Uv4nBj>|
zzXM<nicBd+W*H|7fBn~g{j%r3w<$N2FmXutd96ph38O5?1tA5Ry%<cI63+FI5UH>9
z1tJ!72NpmSVd3Hb{XAS4oS!{NIFY#5J|p$@M2xT{U&16Wd<M~-?vo^PGI++x=n_a-
z<0n+@!hy<QFAj;Wx8_@AZ3Hc9jOua5UT9<ME9PJ7PUD(-%K-<T9v+fJMCC2d8`N=e
z^N}3QG^H=30ad_*KS+yzylRZTPUNQ)NGO}gfEpn)ZrIUHkK`rY=h`D~qMChYsfLF+
zSA@xRUb1p5)D5+&Wa_5b2C^4F1p?(8Le68bLI~fmOD(uowjo$*Hpj)V=zgT%U<(e+
zU9K%a{i>S3`@6sU4=>|y|MqW{k3vrEP~djecQJhK3qS=<OcW8JOSRhQWzYZc_kaKQ
zDmOK20?nWMf|LxVM_eJD8#TbZum~ZN6@euM(`>?t*{im+OM(a>+~cs}VzwT!+#CQj
zraby;X4Jj{l6MUnf;{sC8?S_xcoXB)=cDfklX2TUN$vA+ogK5OeKV%F?pO#Vtj_V~
z=1HS&T*3e3of%gO4G#F0cZ#-DJ_pQ(7GUoLnE4Zsu4PTgJ<$od-6u>tWIRq{;FN+e
z8Gt!KA#lhXCc9}DSr&p6izwp2!kvb0Bg5|82$P*m@Q}hV6(;+fW^>$qS7ClKWxM=q
zBM=UhZ^)?}!Z+D3^IhYx`?F?|=QW+2ZhxCCvI}y~-wNmq0;>)xn!fY@ybKjYVAYPY
z5?Wq-DvWnpz!92#fnZ<d<~I%MO7>Nvs)rr{w~;;n-{;}N*L0siYTvw}5aj#kx@<Hv
zl^(}=rlMM6iNMl<yiYmhD)3~ApGGVwd1qAFJhTN$Mq7^%SdMh-Ym6H%44WDrnP40m
zXrVivnyJYGB(FbFr<>hJfCg9Vp>&8sED>khu}NBGZ3?XWc8PD&osq9kjy?}xxiMQ0
zs=tZ(%=L$_8&^mYv2EY!%T54HTs{LJU<3XUofvbcDKI~4QQZhcY?=`K)BQ!AU*5`!
zxOX@SnMi>OvJvA>ZdWF^f^30Eq@(r)`<g!33lBY2GUXw9fI_aqC7-U{X<?c<eg1Gd
zcHs|#02<&xiemB&w`IQtj{jj-butGV6k_3iEZ=5}kQq6NZH|;`%{dBz6;4~gKmOxC
zY63oW0Vg*Fr92gv63eT-!o1%CX0SqQbXN68F#9Tb=#laCo&WeeY~Aj|E54c8HletJ
zs*Er@H*(#L%$b>z7ukvOL~5=DOU$DKJ|pb0kmi+K(<@5y+<E>kuRLr<0Zgz9vvX*9
zZbk#I0vP7_j7z48batNvI|WLBNury;l!&MwO-p-CjMY_N+uAtBz7EylYrKu0K7I9+
zHD?1IEx!&up6eqW4}KMtQP`0aNt{pezQZNlYx?wyw2UARRZoFj=Nnxv5~B&GnJig_
z=&AiY|0d>+N9I_P?sEj560V;GzlSI+l}Ft8hky771TK>m(L6_qrN4?`7nUZuEFW08
zW78`SImy+85Vr*`Upelk^;i{$51ae-r$ZohQNAhm9@^7-QVXuBNA%g8Q0qY&e48yM
znRA{ebjYl(g`jY9W}B_&S~%A?g=^u=6nknAmH^n+qYUk<_S1S)>pwjY7wJCkdkR$^
z&g0@8C7c_z_0SV}speE?=2@}r3`BADXkLU%gWykEkI$$UvmRBk*_?yh1_uZriQoo}
z5;ap%4@P3gSNCIzg|ztmgfe}Ldr>4hlUJVn4igUvU~Ee0w8;l%%_ObZYq&7naX)^d
zt_xq?*Kn^dU(cC5MRMl)W7o_kt{jTePdUJo^qu5RL_$lg0Wfgk25fnLMAsM-pb4g#
z3?&N-zGGEvx|8l>rnNVJ7EAbLGCxg&70cFg>`f*|AK2HklHAu`Qi92BJt)DqRBQZC
zep4ObO1lhO;K{<r(y^<490VkB@(pe9O)aO`QxQsDfqbdf^ToF~swSsOCD14opu*8;
z9NWBfbhvZ003?4`W1U;)K&xO0LR*g)E8FFusQI+@T)Up5U4QQDadDQ|HB$;UG0Kh{
zNmdJ%SRDl`%Qst3ELaF7FFX29eh+Nlq1Y&4F9tc;;j5c)7H@ixsA&bInsQo2t-<&P
zXZi*-0!4+mmyssk-pX<mDSan$8bYR*#l83jd;`I95mz}GKe_6{O;1VL+&yYG(f%S8
zI_Z&ipF<JEnmEX($^a#<z9a%uXl8O-bPh!cN^}{%x+xq%B?W0f@MolO1u?t0pO*;p
z3x1fE@Jo*}S>CyEr}bQ4d?c4k?G&#u*<RPyLt)C~q`0l;T~+x-a<@jlHUd{cYwL*|
zMLLjKrK^|l_A_ri3g^piA%s*-e{EBeic!_%*ES(g)cy@=dXP^etw*GZPMNFdoY`(x
z&5@3&Eh*S;?fhxqoE7^s#cVz8dhO|uxpQ2+W{S5_uu9EQuvLI)d$nc0^&G9IKebh<
z>_SZVru-Sy9}O428WBL+D5qqHHTnk39KS27(baSx3Mo4ksJ!UKL!U_^99S+-1jrN>
zHC*^Avk_;6ggH-mWz`(@lk==)bmsLJzazPy{~Bf<LBVsL@FA1YzC&-p2uz_tiQDyA
zbULPyFcYBYAYgLvPxmik5?avGtOLHasp58@(&J9+Ihd^VIL?L1c1#h;8lQQXbA=NH
z%b+Nph2_e_v>t$j$t?{Cyi0Ss*IxXv2wVlN_5KsJ9`sg0WilnqX_<cFFeWQN-A9dd
z=tQ|znC6&C%5r8?mHA=$S~W)=p;rK3YdvZ+zw#+t!?pLI6fCcD9PQR^7PIkXmu{55
z2O&6LsrAry3ZUu<ATm%tg&)yV{*dWsG!R@SP@6O$$P1_42lx;+q9<AsZR{^U%(evx
z*^oqc*d(XY!PHD5JCZexm<BX<cqIh}d~y+2E7ay>WTuU5mzEcVkK}&xYix#@T(T*Y
zKqM&LSx{0BYOn+u((Puz0lS$Xg#(`hctT?;BQbhpf@%05Qx?Lu_F2X;Be*54Cg@Y<
zTgV6yIN9N=n;zMnwcyWB#qt`Hm69z|M79<n=LO3*uEzdE*tKQ^`4%jHas=Ae^GVkI
zM9a|t>(B#96e&XDTWIi8w4PbuEtzOC@hp>{wC{N+Mt?q+<L~|zv8pjs)sszCkgAC^
z0ml}vCG@&GCCm#Kc}&52x9U%PxlqDxreMv9Ai$j4>OF!me<#l_K95X&!PZ0ff(&q~
z?L~u2WCXl0nFD9sjKZ6f29)EsR~z^Pfwf}p0;vcrfnq!Yg>~$R7YPma?WLO#Qgb9F
zNleyiq0QQ+LCnG$VaK)MW}M__hdb_@^Y!`;!pK+NBe-E}-63LrXsoyzlwdtofNl4M
zoslPWemxQ(<E91wb|0qF-53wsyGx<tQv3e>)+32dZg-gMDf`EZPwm4wFFs}Rww~7{
z<v*SKS3&#fT2E=5)3WO8uWf1}(x)znylc|u(`ZR5OplJLiJB?&v>qtkq(n+79f1N^
z)z+i%?V=>-4}FT)aK~_r^px^MjVlP(#@B-V2CWAy+~$1!At02k-GPjBL<lSInn(n;
z-N(C68b{C;>=o(?R6B+3fS@sHJvl#EHTBc4ZCV?mLObrwR#Fvp!PPj)ct`GJS|#yj
zem`@wmBqIiQJO*+n7-q>$B)@}Fv?nPhlew+UME1)Ool()(tWhB9=+@m^uU;n^5SE1
z`hM-lT9`cFdU(hJ(uTnKd}i^lm~5KEh5&nLnf6O#7p>VKvu{10VcJi+wgp04@Z@KF
z>rsYkrv;A2nD1PjQ=f9kpz!KWY53G=d{v36(jbh7{#OqbW7O$pep5|xpaq-8m)4_T
zwU{)T^cw9ZBVSF3Ak5#%?ams_>F#r*X6nnn^>70Yfg*pCB9Od=&9gByIwFA4E8cR9
zl5if2G>-gS#uT&}kNQDdIx0|o@e!{K8ZPjVD#{~;q@R}aD$C>E#Hz16(a-o6am#g8
z+67np)zhHr^Ja2Cb93ga#OR?efIL(07w!e{{#11Y#pmg5-EM&4f1%TT3O-^V=w&a?
zNbY1>@R7&quoK9^<dFG=#ZP}uCJRk==D{H33G&l(ccgn;&u3`%Q?Eq^ltbMLS_>qk
z#ap@&Mmb6m1hRlIXp>?Ooo<4VM+)S_Ti|Dk?v8!Nk9x_GkG=_k(D~%Q3Q`mqs!s!Q
zzj|w$I}U6&4}=1_?*J%Tu(S1$msy)>b0BpQE%g~W<(_t_X-179EF(cU2wY+Os;wvL
zk=7$Lo*e3t<ob+bo|=Odq=s_pJ~;#2{N<-~ssLIgUZeVXr}ao*-HUjZjlrtE^}_u*
zdjDoxKYuf@L|uiJ-w(BeoQRMu?ZD@3#6pJK(Ra9g)7#!OAzcFqAz{GBWZ+|U`#!SG
z?R2R5cZ<9=j#7d%W~!72nLO>!a3+&^UWd2!e4cDSsfEx0F;x8{Z$0D=vCT9;bV>=_
z3_p)j8YWkq2@XmV5R_JZ#%tY8Eu{2bv+t=nQ9LR%&wFVuwrJl`iB55bi*%oez;vLR
z76nj=%H*{ebKis+-E2K9r^Te{*sjB)G$5aD@>W~SPyP8FX&x7aX=I~j>g%<hdNNy&
z-T81pk*_}Mo?Orqxv;j!m??mX*TH}eQ{xCAMxjT>Yi~W8c-9g_N$lEr5UPiD?9Rna
zQhkw|HchgiafA~nl6oA#&va6>IetH6q0Zm&Ds#GBz=vvin8pzv+Od5<t)aE7j?nnp
zdRnIklbH>fCzDgimPil>xPb{rf)1+W4HxsV4mfNwn2PYu+oNEN+!us9DD9&k4T083
z1+8*{S~!s5`i>mksrS$fVJ4+<@=LXzR9u`7hrKxDq^-obZA8@x9eQK3VfW7Ii;tN!
zZR+8hY@bz6Hgzj{J4+sV3YN~eP)%IojNu|B=24zzcV6B6om`k1#G#q`2Ce6M%(zM5
z;8027A?T!|Cjr2USELm{AXHd#)Yocf>&f5s0L09|sP$MbU+xsBthJEH0|!b68*e)N
zRd3#8#c|vUD;f(<Y6K9|2*ff2dBjya7X0uKEDSOWWMm6~*)&YM9<gj{%sM@Mex~XT
zCNr2K3X>%|Kd9P0C)J+f=s*(W(_T5HZ0mU>#lO8dNE;ed(2mwqVa!R!Q|js@lQTK~
zgiegSHl7ImLNf~;?ear3IYL@Rku4NRx?5`SaoInLrN<}64KigTO69(N^#y~xD?L@I
zM$!V(8V)_|flz4ClY;;^MTUJxz9Txj2+&P18ZPX`J^N-T-XOp+7Uqi&^op(PX6naj
zJ%J?xcpNjPlOk>F5jz|zfH@nt^~_(Wk|PV#dKk&to~x_a=|0uBWXI=`wXgj(I7k_0
zDifil1v}Lw7K9g$K(GQ6`Ucms5<(j2<E|F`==mK0(;9lj>ZYh=9MvR2(lm)0CJW?=
z$N%nkOm6pa(FEOmGYy&TwXNsz{QmZ4Vk{=0K?Ut*>p5y<7CWw5erF&U<2j63nA0rg
zD>`PCp`i>v(0Y`oB0XwNA*+Z8yAp7rqq(Ww2u)uzT=<%q=A>#`GSS0`Keq)4B0w1j
z0dg|{Ccx`kkI-USwemz0G<3am9|)L`;o2Ne^WxL<JO?7DKH=O<O;wK_pW=-LIQN(Q
zEbqbiTJpdT2s{Bu-*EYG^xp%4`E{bvr1a$_s+-m$;|aC`$W<HV#mA|G9>QOm<Oon)
zvPA1i_eq#Abeu4Uu;Z1ZwdKGGA){{*@HjSI{i@fto6O`J%E>8*We3i){}yV@$=iVx
zzs9#aZcp$_#R3R10A^nf+$2d#SmNgLww_6k)YKD?pPAfpdm-}gelC+BENy5_O_`jx
zWBByM$W?Zl;=T{Qc^16`&OZ795y03eX9W#i(Ey#)I}V_0gral}mxx2P0#_}+4)-(A
zMp=;;B#dC*DMLI|t@oKW3(dYf=`Re*fmqQ}{`++84g!md3=%ZMg*OXf#*MH&gs=FU
z^DZ|;D#o^+0GNVhzn;)i<?NGJ=D6S8P4?AIPp`+tR4aY3QR4m4S`T_hbuo&_6p#vF
zI>=Q3lkxNptHPEhG&u?t(|uesmCQ;a`?`<$IB6{l^s_3*nKqzrQ-G~0ZpaiCHB+rA
zAj}ppIp5avUT?eatcXbZ+!uOirsY-DIcZ4{yS5%P%@31(26;)r(u^>fK1?QOnhBWP
zQnHKaFgaw7pJ~nUvqqS5ZI?QEUl87l)z1I!2wdqpTTf3)r7PLQC6z*BaYnII3<G<w
zBaeKVW-`sU&~k)~GBX<?a)GNk0nRc+(dfnj)FE-~GtP7FF@m(L87_Pc|LZePIPa^2
zXkNa|<bV;v#|?5p%{ZTWxp@%fhLPS~rOgj+2`~j)v$j)Ws>$H0n$3|u)9QfxCUAhC
z9Eg_YP+CdnTLrECD;rrZH1+<C-+JU|0&*1=eu}Xfj{pLsQ0J}3CoW0T^{<N3dRSmb
z*4lk0Cn44b6woBdh;Kd*E`9N@r33^xBZ*;Va^0GeEa#lQ_u;U><@Yttzv-uakGCxx
z=-bvr9&`uE+pq7m9xM&PaQh~c+o8(j>>_+1BtZ7d<SRqA^}Lzo-^_$rChDD_rA)93
z&D6MJ_wV*yRMu#PN+%bTf#4&RVc~V;kxw&Kfh88UJH&qeM*-@w<?wjxQKXnmXUG)$
zjH?I*t^`;!l(vHthXut|)9~MjtR+&_(UR$*PPdwW;X)8-*R=^kuK>Q*dRnkN5j!d1
zr{Tg^H`6Fps}To)pLPj1t_o0*^1+zO@B_9UbpenmfZAUKP(u`{0MmMsaghQc(nO`x
zdLSueX~LYu7?iU1=sr>`gW!TEJNB~5rbh!pm1dBKU$1_j2=VLF2;${5f|)p<*5lK)
zJ7F51IV^Cp+%EZEC+!P)%kcz~08H<`BA=}%^0r2;gJ82jEGd%<_`zhkP;{o1$pTc8
zQX?;zOks|Va>h{dij>)HJ?~BW&pW?mk`svb5x%wcXbt%vkwq(TX-cTc27S0QOi+4Q
z>LjnwEJxAQV2zU_q{Tf9e6#gD)%LHedumkp&zgo(=Cdg@#fa)gWX(-Qp)ljmv-Ur|
z`1tCkM~5fTgqiD`p3JwN6l|Ixo9Ws?%%?2?0_s*AA1v_|O6izF<1HnTAmU&s-khaj
zo`MyrRb3nB75le;>j6$Np<`UF0Ft2K+}6YAXfG&cm?E`Mn)n~_gc5G#gkbsXK7k8{
z6JDzr{4Nbh_|^aW;bX<oc?I6qGimnVb&+QzB+>QM9rRv99#;XCu7_F=ww{oa<%7wy
zca)88rpIvx8FG$#Ci1WTS4d%U3!zm&G>$U7o&X=jXQ%y82%sxP#Z|Od>}@?XLH5<S
zzLWoMhBkptQBibK=_rj<IP>N()3BuE)W{g@f02Wp*iI!f^(NC&-OjP|bQi&oeNGx^
z9NK$CiwKbbX*lw`$cs-3Q?Tauv_|4A<Vhs)&T;fw><am2>#>FK)e)Nl)E9iZcE|n0
z0nWGsG49Rdq8u4QNb9kjlU)5VTTcbBm<URibL>yX8)kH=9kyX2B%soxi&8Bx5{ZKt
zbp?e62NSsI%d-K+GQvdLBVW?@crhl|{k*v_PZ`hqxJ}b}bHYJL9OHA`=5uJq)w~f9
zWbS=NS~-w%PV0d@k|0u$&(=O=0bC(ik$<H11ZRv*bw~}6!(=f6zd4c@BTP2mQ`2M<
zb(0Gzj+1Wo5Vfu6Ca->zH_KH_xVD~jhx|t`wTW~eyrp%ht5c{Q!zt*_$Q+!sBqG_q
zQ_FhXyIN1`OR?x9$~Nj0=Gy|{4ckTS5j#gaoX2*<Dw>eOjCz;zt(O$0$}-bJszpx@
zS%}me#eTFNadAfY+*5#+L?zE{leKRUO$RLT)y))mkBhH4|3kGNWim<CE-B0iU>k=p
z<p?Y~MRCq~*e60ZO+c%%l|mI#24#&kk8A-qHfIAOZjy-J0A!iG=l8dy&*xFvz5lTb
zd`RozzXOlM1LqZpoboenyWlNXzwD`=!(k)z?jWxN-a#Hpb1f%>d6}G6qN%01<EI!g
z8RiMoOaU563JbDtg84lGrVMSgt>>WMe<EKeSJh_JI4XgkdX4|gvIdd=)W7bdN2qj<
z$SFdqrVLEJj+ci|f0~bnIrX)pO|zcnt%uHFqq3zE52}66|DnB&jHpm#ZN4}}+0b6F
z?O95R^Rr$!oVKMqm=<SpV1`(^5ovl?>tPVc0yNTn=u*z5+=h>W4ZKt|HExN?ij*4}
zN8gMxq|)O#o1#|c<_AVj>YH)Z9rqJ{Ixh>^nh|c$igZ2u0*a1ZV=oBTi-S~*$SH&J
z%XnLl9pmlMdhBKB_4egwf=%}U6eCt8Sv5t^gPZ%FrU993Q^o-ZYVig`W^<4TCQ0J)
z39G<m&YL5X`)NM^C&>B>asru?v-P<7^;(a_K|ZDNCi3A)tK*T@6I5*hSd{h^)JaeY
z8BQv$R+E_$YP*akH#}@+lgBTP&y}lt=X)V=sKm|Iqe0~VXhs|I`&+vYdQg%_hM5K)
z(u(|umyTAmnvn?)wjMQ}Q)Pe9n4FJ4INY;V-x^dF%`vKJj$v6#tSscAK@!zYmaANt
zs6^e$LaGvtO1^R(sp(nqwYMHsX)hf?wQ356n&n%>;b!}52>gt4(i6^Dn}vB}YNf+a
z;AvRjxAn-;l;5--;RNK!@BP+u?LNdUZJHfw##BfZYn60nJxT+jU0}Bg$N;JCC7ZU8
zJFd3xxOOK4$4q!+m}$JM`{h5E9gfKwx1*~wb~KYU?p+TF@#kZLAdn)T*7IP~*9bWL
zVC!+B<F>fqiHh1sm~5~7fSl|+7t`&3IfKJta#~MHKw7u;d@S!j<0@QLGU^NQkl_b!
zJyYuAa7tSt(A%^RaunrJ*GgVFw0EeiD2a=9iqf7GP_5JpBdq16DZdhEb5>E9sSMMf
z8ob|n(nM68>PyX%#MwF{r`!-lj*Fs86e;tpVu$BHa_fN=#Aw=U@_VQCM8+j+o)hFT
zM{8-7?!5j$DOtO|0fh$gXfmLHY`K;VMpT!t@S!au7u?Rio*HOon0#}1lxa@~n(@D_
zcGG;jycWCslG)jMLNGo|g1uK#(t0NHX+3HBh3Ja>ds|NrQIp9yiTvSYn}|qJI>AaD
z(n<kXEHqs7^tG+$z3Kj`=ReYVew-iND)q`-X;bg?%A6|0_OzY|PR?fNZKnAI;b=Wx
zK*&*k56N=nX{0tOLw*l2jf~J4%ZWqW=%+jG*PolMhfe0LC#@%^J~maK5a>g?=R7V7
zL^tfh9NNV~Ir-BvH{r*8>zM)w<m5;@phfrJdMr#A@abBvAx|4&mB7gtxZo*45-o9U
zKsVojpi0*I`jZsQ?qe6D+(@s{3v6ndWW6>#HOG*BBW)<3zFNiMDgKQ;t!KWU{zR?k
zV6yPbWQh)w<)ukcO|IQZ3e3UzFxjVc%;R5<UhP(2_6NzITC0C!&L6EurQ|G)C$ita
zl+k^@?>{rB&N~xQ3Du48L>O-!z`UM>>U=iB^ZYD8v1jXfI-CBB-~F#+JZiBJC~Nf{
z@<kb1ELw?!8Qmi$*3!eAOY72mTTf2iPlEMavx(xh<07vJY>tb9RkL#B^LSTM-F)Uh
z9iD<_3s^xcZpYQ2m)O%0<{O{D33Ya~7gd=(_YwX>21Jznx)I}*-}HCh%An97OnxC;
zZyDimngUav5_4_~U)CT-mmX<AU=bjO*vk?Ox7|%vr0D?7M*K0y2;eq7hWmyIGH8C<
z&{GF`9x-CcYpsV%GE1nXl7(a{X#(IQIA7-+$a62dJD)&4+(z#!@^%+HkPYq&hv$(3
zWXRd3l{H&WqLvyLqPY1AQ)Y%&5|?un_w3@j<j+Q(51(y4*DU`w?%-<V2=R~y8D{Ir
z-^=8mKx;!NfxtOKs$vZEa!sS&9A+Ap;9g%Y($^UG_eaVBu@wkYR7E+b63Na@ov*hh
zBPWW+EDw9c%Fku7rj%5Nnrd-H8N_Qs-#GZt@^t;0jNf#r1*?t(n__3g0Gh9EdXz3^
z_h)^2`hS<^+jJv6G_9nuSj$N=LNi(L$!&_=jWXX}ulXEJORj;y0U$F1@MudcB*l>k
zOyC$+K)bJdkI=rPvQbDi1<)3GH?bow&DH~xYjaNnN+UCY=V=NBK?rcb0nn8O&7-|s
z7fIWhKf6zeA;uV&4)z6JoT0>jOXhIL@Q8BqgoMJ=Lh<sD&G`A=)>Fbig7bCGY&}=x
zi%F1AfpDJNyiIBNgu{caCmqv#BTNPYK*G$MOoo5Ee-SQ|wI04<NSM5>=bGZ*%$=%4
z#aw-9D5O&Mm8}M$HTc9^5{gdvU;-sXm=t5m@U>5KNUq5!7m4WmMUC5t@hF~hM&Q&!
zE0Lc@RERpEx_Uv~sq+|{5kK?R!<zCpSv5ryA`8AM9FI(xt%oNXuEA7Y5*jVCWQuTH
z@)<qnQVMpu1Ve+Jo2@5hUX21&8bS4w50?818JNQ`a>r+rxh=+7;F+wtJ)!_n2D^aq
zyR@DwsX$Qy<Siyd0HsonV0djk&Aaa7DVs7#SIw6c$_W$5qyYg6AU!-cn=X=2Ppf`5
z1yP703r1N1J!Yj6k_PIse+)N0N)^ZmPttv2Fdp7-J-lVa+AHBdrZ8n=kheRYq@3>~
z57G~`9w`8ttXXSE*Y0FfSj_|BWOB|?922+!XE5G8L~ZN&7!7`kRR>qqa=A(wQn?z0
zi^>{OMFZ8E;>9$>!t2N*pJt|(EmR09F6zoG<8(fK&3(qP@mh)ejH^@>&yn05Hj$Q+
z#9B1XXEe=y)`VksJ`fpoK^6=bzQ!>VS|(0haj79wDn-HVXrl_fYU2l5&r#`QD&g43
zcC(vsiD*PHgFJ@~GpUvs=j7%HEI&f)X*=d{;^N^<Q{biW;FTBi`+6nasi5b~|8nY(
z{l5Od(30k{4G1PB7{!y&r<26rKK+0FwEN6s2@6l0cpk9^Iu64S;M_Ku%?x7ra{2V9
zr}!)p(t)?4kjF_g9OD=}T+$HZPd&Lq_>ZYaY6L{@LY~7RByKCNxi;0BRxWp;qNv5I
ztSnTCnoio5g}%bjqcAz|{&|rJ_zoK|oJ^K|00Q~S<ZV44qrp$Hs$9)6N&8TAh!M_2
zB~mHqr&3TcRi>t9l@ZVDcq!;#el}N_%5!q^kxC@&Q+$rHN>Qr_rm8Tg9&gnM0TGdX
z(}1|0;j5cb7}F9jBbv_qfsq~jXT)Ujsw`DD<*`2pwO}84>uIG&NTZ@03;1?SGv$ww
zhQdSTnVN-RgpvBG<%HjvZhHE?T2GQS+p)X{6WVgK^@v*R*aE|e?W~~5f!Tm$#KN=;
zIc-8=SY!}bT8(NxFr%MPvbE(@)F=Kkl5;qy({#|@e9q6|j{8O$P-qrwN9(~H(#juP
zk|RDKs>+fz%k5%2)KWg7R({T%u|IhIN#yPRf!1>{xmA#;!%s<n;_)++fdEGL1rD^y
zWcOi`J{8Ub4Ro{gr2fPBJP6}X`!)!mYgFQ9>%kV4lJ^K=7)?_ts#Sd{7Q{m~!}9CM
zBcD?ratMsNq8a;!jarEZ(`M^IJk?=SyORjKB@Pq@Q5m5v{cX@4_w7PqawsKAhTV-^
zTkeqwrqu`wT95zPkxw?+Au<}SC5Jqw1m4?vY9u;CX${c5d0d1)rQ)rc<+e}P?p&Kx
z()1l$PcS($#jCjbl<${}!&V@$rTORt2WT|oM+rn)ea8N44G4d9I%e${H4BZOo6l4C
z!8)EudbUO+yAyvycHqVzswn9!K)8JeNiy1lJT1p;YHJp>upGLulw~(rOZf35t>;Ru
z8U7LbBVUUQ<Q3h`8o7yln*MuRj}wJ0(t4g*d@{LbFzrULVmDlb$vH<&Cd2la23r#j
zL6CisJ_5+j`H>Nj#G9>0P30`D?}RYQjn<KCrK(5?1$u|BCEm>obJUc{7;d4`R*8tm
zAf~aOE%4K()L=4=LGB@&5kFa@((IUqmdI%#4+%@&R`QP)+~L11Ot2RjVcGl+U)}V`
z1k(~MO<=@7=QDI4HrY`rrX}#!8r?e_OMsN8700Fk4Hx7KdLFg)&<D{)Kcf}!@l<Ez
zB&C{_NG%z02Sl7<$}or7=s7<Pd->`<guid=5!cKVf8flwdDwU@<8pmRTRh4LC5{Fp
zLAZgU+DBkaa&b&@CA4oG?!!=85ee*igyAA<IgBBp2h7`jtjci5eFNI;m~TgzGs1_q
zo)X@)hR+8rK(d&!cCsRbPk`^$4Xa>M<aNN*+T1#==RiKS974)knJgkTB1ZF{c>L=h
z+|qg?0%5YP%VanJ7A$th+te3|P9_JsJ50tINt}XUi~IC=FK9dedm(_XkF=hOCpIe2
zDsU*r!kuA`5h1b=W7Rvpsk;#JU9IP+3r19gg3@s`3q$XqFl@T7WK2*yIE?4Va6gig
z%3{Pq7WAF|7k=F2q?tzvh)Bq)z;NMf9ecd>sH5Oke8>gqtA#lB+*O|1$_z(Dyb6ZO
zxpTg6>xpIt5a$gFOoB91GS1ti8>9xGUvm|t?A))2Y!vXb9nr%vhwz+m(n0Ji={5>U
z<ky(HODp$G=BGB1)<f&0Al(O1HJ~!*Ad;uVnUS<G+-8IW#5`~M>4Tm!Qm&@;K!7H@
z?<ogTQ=$;gBM4mafk~j4O+UzE4u(7f|MUw(k*}&t)@NGJ!Q}id0gX1Vq@XOtgq)*-
z=fPyf8+v$p)ZMn8Yu<m-JEbe`sTT!^EmJ7MmdLOBX+4UI(oXq}6kI<e4hYlZkm^>~
z3YP3gi)?{ussjUU(Q;5h*+M}Xj6_=$sZv$2Q5DPSN#0i4dQ_SF?BhI=t9siV!%dG&
zh#Qu$bF>~RLAA^zGBfr_L>%+^$<{ORdF{9;oOGXr!zH5?ty&Ee+yM*O{4Q@j2#|~?
z-8pHblk&DW$5nxRQh39+*?=$vGch@uAEveI$)*(h1ZMdrt!+J4!JlR#q5Ek-z$Ac}
zc?>r_!b3C7Pu~%;rbBxTZUg}na@LX{v8VO$L9(c8l4WZP`Hu`AXgz`AprU<ep<(!I
z$lDi(jajEz4n0`$+>k+e6pN_ED>`Uf!sl5F5fc%CMRaMq$-bzKm}+5OnY^v%Cv7N?
zyN$7->z&p!`+_5)+Ei2KBdWFG{LLMwGML==f}<i(ac=Qi>tSJ1TH&WCR8v|{`i|Eh
zrR^r0*sf|6_>^lr&v4Tt6HGI?cAkH4JAZSd=ks(LiAcH4#*xOVHnllspX>GZ4{kw^
z$QVfhoAj!3o!>fm$jEcO{;p=-G^XcK6;ZhVy;{#yKbgw!qVqQ&fdILu0uYH28Gv>i
zW|+FksGBzrnt?G)n@t=nz{%+%^pKr6pucE6bQ1CzuDL{7-N!})?fE%}JBCLBG|hag
zL?LRsXSjC9BQv$Fc0g_z(#Z!mJu>0(vU&{!L_)=~h*uaJ*`LU}#(xwQxEO=HRS0Q(
zruBr$(+9BwEwM{Mn2ZBrcP)H3jf2U+kt{d&t><R0e;YTI?Yml!T2o><o+0YHT2C5>
z5-S^VFQOWzr3|lI*yWIS7O0jALSRHq>+#}q^c}2j(>Y#we4P!5Cwyr4$-9qF2HlKA
z^xc1U-m7ma`dzI@3fg^UZ#|BS+%Uk!Pf=&YX9(mV?W>T#OY5orUo#cup(LE=s^P-d
zru$G`XvEs%CDz?TW<rXh`Uq)FIzkly=B>wtoZ>(fIIV{W%dFv|JqX*mM?$Z|eZz$O
zy8;WH95fxfXSjCL1eBIdLMl4}A?;5RXBV(33wenM2oEBV@Dux_5XNTH^2F{TbNgLd
zk4>K%&qrI2t>f@yvJ{A2Yt{kbEK*x@0QiQBJ52U;ThD{p|4FAI?PRP{db}?XnMVrb
z!&@jKwP2U2C;8hDWG1lM3igsRdXf=YQ_*<qDQ%%|s?RY07`bnPX?X*(5a$`uaWt~@
zGGC`ekf2s;d^^PU1Fa_zu|u-*;$xR4f?jbzwerMB*`|bjC1Nx7@6viAeN%QKxsjb7
zyn`+Og#&Qu$cv<$&cjSd6`R-3*9xsZ9O)>G(LHb(@nOn7AKE*#3|Zik;ih!IHayL=
zyyi&X)No%t)lm8ZB5JWGYd*2J`O1ll!O*^9{#v}fpTJuq;ZJ)mZYS_C$L`%xcC-c_
z@-u~Yg)Xn&s>wowsemSNwh)@Yg<NkrBYlURy!0uzFgY~fPh7e(S%Tcm;iTui_{nnU
z(eU@;Cq)2NLfRabew^0R8bmfjY1BhS+E@6{7*|7M)q%09Lqnl#&RS~6<U7Lz(@eI+
zLd)CEG$5+Z_>>3*JEbzdsXjGGptOv4wVvq4R1aaQvK|-b@8n|S%pBZHmyD|^ST&x%
zKB%9Zj5t)FvPF?h)Rr6M1r%T*+U>LOpYjs6AI>*Tj1wi&RN1FFFeLa!wjhb!q6$_&
z$;)-j?OY!fm#0=G#-szEuRnGHkQ>50eBicKba)QwFx<a6Jj&#DoP-c4CM!T8-q{Fb
z^NKbo^bR%yctbvdJ@6N@9lIU!<UI?k)9h^2?b182R6{(rn?`c@;WILz$8+a-sP*u9
z(hLdHdFPAIBTNntxAoji{cqrAd7_A@{SVlB)S#gl)qVtRYI|xbWu-buoJt|rdJXw?
zHZxh(-x(&DX0jy~TAs5Rb)r#eJ$6xj9+{J$<#ieURB+<nCtDBMJZgU)7uyiiZu(y4
zS3$!In)~td^Q~uUawFv%NvRm-B2r)J!=m&Z!d3O7b!3EZ={rdiRfM@YbQ1A^Da+Y{
zwG3b9$j!8*!;OADFud7%D#A%9ZnVQj^Pd^_j*mF`;`P%{Pq}6yWtCpgpTA04fIuTJ
zfJGyKxBIZx=&l#pivy?_@FVqD-L4Vj?S(><#*Mnjv*TJW!eq$Q$eXQa`WCO+3PT3r
zOL~e+3eeR+<C{$8?Y5rZK!3Rt0>UVh*2s_6dZO(utGo*+(s`Vlf<{anu1ruhWX*BQ
z*&Flk3=>Q<*%Av=YqR_0kgW82T+B}mJ)J_YozX_KGqzxfImbLQA=+XU<Y&P)7pxKR
z>v2(}saB0fyU9O?@bAF$Pr;RN3iiXTCrB#!*CHiN71&+~#0Ubj?`Y^k7WjOniux6e
z9K5ZH(niB0fNaXU`x#+^o6`ppX9PnRaVgH^cPD69Khyq*o{=7nEj?7{E!!^Beq+3U
z@$ALfAS_{u^YJ7n|GdLu1*q#uG#2sD!?gBdYsHeSk1g^wj{=l_QSgNvo$o78G8+!_
zL27K&m*VcipzF`Ko`cCwjJBI~0e@wcrgLR7dIKl0IPB$o5|V&a?Cjssw0-nbAW)M0
zfNwoYfD{;Nu;tL-PtqN5*icixQWEv6tZ-F#&_)#(+8fmV=Ezgi)Vn1XTHfxH7mY}S
zYg^>3-XF<<Ru7{vjLZ^yu=Rv0a-po0Kbte&o|gHbU=^mOquu!bc<u1D1^cnq14aU6
z90E0!kYl82j%G*r5QZeRKVW3=IZIC;^kg3L<;W_*MrH|1jQa{(_nGbR)lHA;#?dCa
zHt6M`k`Abu#*I7Kj1TaSxJk!nMpDV8IFlwwNU>Be21Psx;HV{Qp6VJX1V*h;;0^YO
zl#{`#__yx>-w7%`4%#?l3)_XjcF!(70<kcS9}cG$I9w*@SOQgkDj(6Yz@K1sFuB$w
zI*#SVhcm(tlaaYJb}^Y8Z!MI{Z9P9lLwVdugh3k&`Jq}5qUJ{!rI(S)I)oj8Q&UPT
z2WdrzsLD$5(lo2ouj;rnOfb!4byV5Rah=&pgbM|jTG0Mlxi1d>>fc3oc?-7Z{4Rv~
zwP2eLW)pHw%M2=c{wP>y#Z>Em97D}IJ$h;mC*d&vPAb|`F^qBL46BG?BdrpWh`bSS
z7&1i?PdcDF(PNOez)Ab2rMe8uNfQ8}krP5SHkSDVjSgQ~Zc@z2kRz;c-%~!AX3)J3
zU)|@DX$XKVl-yoCv9H}l2cmdV3FR~UR<Q%9*>`3g9c^enx?X2;DvMWqZXfK64>vdy
zf1t#lV9sYQnI8h*54J#=FJ9nFJ+|OLLbgj<PqxS_PtQ(#13N!OZNy<VZ7uIS`B>`#
zNSF*yTfi2=DP9KE0%v%2F!`VU>7Ot<Om@VQuaw)io-4tA19z%*YF5G0{8X!?qX*s^
zq@$|)0UCT@i+LDEUA4fs6tBusp)?IM<6Z<UWt*me=MgAt4U$q>J1#uRoRqMIDvpu-
zUh$@0*(Dkn#cO?ito5W|4+Y3^vHl3zZ*FZp|KIaavtO$9L<y5_QFwzRQ!q&@kNC@l
z;o1<gyl|4R;0E$k`qFojCKO7V@QPWzDeA`#<Y$7Uqq$(&)+`$?40m{9Q(FVyAZz9u
zE_`J$E?E*C?)e{d<j$CU<}kCYu}~4l*w2?XBT1#`7`KIuT3o2b4bA|(F6lnJm21-`
z?1D<9*I=0i2>f-c34Z&|tdYK0HDtc^SaJ|A-hQU_9EC4;7?S!;_?Yaxgt|ITnd}<9
zJwljmJ)h^{4{PC|2M)J7euUOT(xd9BTw;<_dMiu)@-y!g1TDu!b*k7SXsIm6xz~mX
zG{<BcS*Va1nLnB--snTbQ;$<VX~9uW3vFlZ=UY#@4_D`LvHp-IK5)h_6|-QKZ3@;|
z5gH1XhqOy9ydvh67nTL<j{A{<<E@7UN@y32L!_R9La=<GMd)Fb;lgmoeH)oznoZ5O
ziUaLC5@ZBAX(FvbFX~52Im4wR3({>D##u(l4B0<CNgD!thObt!%q2@~bo2brnY>~I
zB};-*T91k_K3}l0GXW2^u(T(WbVCVs!7Cj<j)BoM@dkDt8ZS|v!3HJstpYFbRR<b?
zefAyq^^w#_iII>s9o~M~))OYPIhiaq^3oTdFxf9`Z9Qf3ww}*3@CUbma;XmbNl58Q
z<y|3!z0nOvru+h<3MyzJ?fn=(umv}WPtSO^Q*TPF9f5DWs;1>Q$MXo9Mlkg@PDToj
zPmhd9eNU%$Cvk#hHa(6S8@9{qfEw>!hm#K5DK3>BCnG5-e2?nkYeE+fXHo#pA390Z
z`9n|gOU1Qd)iTZDc0?6u(e?*hkG`YiqlD~K23g~|!Ho_GxFaLf3|91n?%CR^NT0wn
zm~tn5$IL*-w+cS@GLiy3q>YfY7vpvZxM8hpckIiErzl~VY2?~XPt7sEI?RoTa1@?1
z(qV#`7V;zq6__If{O|Mm@uy6MT?e&9A(eoF441;L_=Yp?gHe0pVS*KuW|{ySX*zy_
zg^c-Z0y*H%zQd;bCfJv$6xR{*WSvJhPkLaiDS1Dji-if!w3%}qCUZOC^Ha$9<{bx<
zy}9Sbr-vxpNt4j{++K+%Up7b6;l2Kr2%tw*juhaAqQ-gT#|_!9yd!pK@R`>0_!hJE
z(4vr5CDN1BEZ>YMq?;b8%~Et8=TZW9KBEto<aHozjzQI0eNZNb?NY@pJrOBY!-a)C
z*QuI_K!o@4)+75|<&rAnkKQrO+MU517xUtyW)0W<yB?WR-O#Yma=OP<bTzq7m>^Zu
zaw^v(MRaLB=|1VRl|h{aD@<nDr{SvsBH-ImfF^s{Nz}<s66B7jrdbuWPnyV4ed8D>
zE75%8zsZ(FRBd4};;Vh#=ZPE{a$)4!&3I+<eH}KR4B800c=Fmw;4{S-%1z8=gkp<}
zlRV73VcLWSBn3r`^KC#!u#I#E8~o)FJs4rraFJ#KH<R1+=YeF_MO;N@nDi7HDPYz}
zDy0D6Jw(Zxg|TzM<>t|RQy{|UFoW~O=gMSr#4b$;QzmcgIY9nNzv9L$jmnX_sD@xj
zetyB;R4bV!Uk{!@Zf?QUYg^DmZnX8Foa?-aWK~;FYXOs$^HB?rQ?vy_f7IR0BOh5%
z%XYN8(o_DlF~Y^eqxJA71*`B4NctKlbLPCSb^I}smw8;YDGiYeo@fyHom|r~938z1
zanfFZjeBi9Oc@b@bTk=M&c_jy4lrx<XE)B<jtmk3A+X%xtDA<Wv+01SgEJnP12MU4
z-=S;}n|+6SN9*C6D1c_i?h<Rh#tmkV;XcQ>#BI*=g#0FV(P0+MA!t*F<H_TMdA!)=
zF|eanQVDj<A>APff9fPZ4Su>4<P-1BU@@V=n$~KyJWYoYH$h>hcmqC4Nc};-C$>Eg
zS%{w!G^HS5hRMJWlUr_<SQrZjGSh4hJPBWBC63#?MK(<Kvs;*)f8nMP+fIOJGY?TV
z`Wk6E+}^L>00G>P$|*;bU%Js1F;cuCFsek*asol52WfC@5lY|LBHa!7E9uwPlS1>!
zNv^V%hIK8gM=*S|K;WQ83>S6`6!Ehy($?)+DqYo>$-_A5tDA9BXh-c|oeXFY?u&p*
zpD&~|N{{G2Pj#V$c^LO7o6|LaqVUaBa?K`esgR<U)8yJ(_5R#>o?1_Sc5^cdCJOq)
z_#Ey$$M^IRs+erJ&iwR<{1pS|xr97N-{De5gN^RZ)|2kmy<(gv?q|&26tB3!c_TXP
zBDs@@D5uyt^D)9)^Yz-DP)mSEV{P{dPxuyBd7I(uL^80yg!}Yo?gW!3&|l*1LO6g0
zS5-%we&R)dQi6wZ-i4cOk+V*1myK*10A;g3+}&wCEMJ*CkCDuZ7vCn6k<d;4V`el5
zSIgu;`WoPS|7SrU#7OI@91$*Zfw!2306v{06>J3Uy)=057SV*G^$_0nM2_()j#WwW
z%d-$3e;u1Sx)z8X6|ATu4r(NdnsQbVN9(aQsZYUrs^kM8^o}LUpOXrfBE42exgRMo
z*^+dMriL@R&wNku)lGZxIY;`mo+v~1@>zvXqZDIuZLNCOeb~%k(49ybWlQ*xpnSS>
zjNDJia07yd%V)WRrw{}(-*<{Y9OG(&)fDo>l;uS-DVRG>XZrM6hJWchb>36@S+?Mq
zOtlGChbJYz)OAytDieNq!Uy0Bkig0sJ_~Jj5YE^C1OI@KNavDHOU<V5+-&+qzG0>W
zW(s(S$>^c{88pJ=p7a3t$RUbl2v3noauJn5sX;T8>#+y%1mckiAi|u<<ltGi_u?l-
zAbdOI2v_q~BKrp7g~Jh$_tM~9TSPOfQR<Xf*)b=j6aoQ>V=i){?u*i!h45OM!e=<N
z^hi@n&qg_CR=&t-<xA7yr=b#Q=9Cl*4cbCs6p=?lJNl!oZ+cbSxFjydr%Mn}vno{C
zDpeXqj<_dNZHw)3mDVbJ4Yr{Z78clv!E4{~)Q&etjsYxifMY`DhLCw8p#iEnb>yZ(
zTngs><l7Wy8Sjfv#F_o<&J%$@GUBs^<#4h9$<R0ll{#}X5ud-A7|SkHv3s(~AGL<Y
zK!YA6#hB2Z8qf21BvNxMOd_NJVssn+uQmO+G(&TzDL_&A%IS-HviZd0fBVE_W<&nG
zGXfAl?*ll)M?ADlndBTLHQeTZne1B1?A0D;$t>;Z_Fn&_2pp`azF|cUoLHwWs+{WO
zy)<}m3pAUufc(g2MADBs<&|+1*CFZe%}7d55z)qoL;IbL6hcZ58eBbEWc-9o3Rb<V
zdZ1ZoxPYgd3`X(ti${>T<7ZqV$aM)06=eQItft^h-wr^sT?H`S_T@r=BrDQKu_M}%
zdN&Pfa16T}RvAyi^xSd8%ZD}{@<nGvorDVH=sO8Nk;XS*P9#CcrgXD!BR+5@j`@tM
z^Rti4<Q`><V8$i!!mxekP1(GYop(K&0g~&m8Zz)fjF#Iq#)d|ad)<pBNU*?Zu&pMP
zd#&jo{+AvH+4#oV6OW&n+;&zbOQ@b@`C)K=ZTQo;Gf9#=qfQ`F7R`|_{vS-9miPK6
zMWB4kX<v#Xp7c#4K(ok*Yj>iY@1?<ew`irP&=hHf=<o_}=b?^deMU(RKf7s^0S;=x
zfXTH**44cDL{9=>=6}r3!zIY8cUj1b6_@lunygOKh~0^AIgu8SC_}8dp6&JM=}gf9
z3P#5=TxYmHhna?b`4CYmRRqh!HXTS(S`Z~Wc8@2sWEyGvZ1Hc>?UG>m6W??eN_C8M
zLvwgLVPS_$*d<5PpEqT5`uUk_F$Vn98Xpp45?Y!iOwQklF(J>spIlfQz9rZ+S+v1~
zqv>A*X$s=r75_3>JGe=(tIgi2arsSAWAfx)lN&~r$>t<qA<s8URz2T~uZO^_2oyca
zK}Dc3CF$|0f)+YG;@Eq)h%zV^BSb~N^hBO;DI@w;F){g(1K1sh@B8UZ$FTK8<LauK
z%4ya#&;`BdaEj<%eomJ_k?x}&l|N6~-KH!=aN-z1D)q^iPj@0OH?6699hMZ#@!WNP
z`7j~FriKFmH;Rl%IUp%;z@_37Pa++BxMm^l@y$#SSr{rNSTH77TXQTuH=T&;5^A3r
z(Jph$<epX5#;dx-{&$fwF{b+@Mx~S#fU6DYwJ_i8`w}4w4VKN~FWAY1EBLt+_YVBy
z7_&wy4!t3H5bQOZz2E$XdzLdIxl$7*^Z%JpzxqEMziz}%ZSKWSjX)`JP!21w&TtX3
zg~?IQ3fd#FzjuqAkWn;acAt6`$Bz1XmseNMZ~B=6v7H(*vag%7uHz?U4p(`b!O!Ec
zoxQF;T<@59oR-swS>_Kl$cS&(ji%aX(`ju=pLWJn+PcrDM*A{)vlkH}^Q|f@c83i2
z3Qk47so}#l#@vZ}?LJZFBiJ}bpQ}{AG{WaU?zF;*e{^^v^O{Rv{Qis)Z9*7u?7d}F
zT}#$3j3!uchu{Pa?(P=coe<pJEx5Z|NO0e{OM<(@#$AHD+qaXG)2I7(|LA_-JMMSi
zakB=4ReMQQtvRcnl3Df4Z?D{kcOMxhRq#stCt^h^kP-W6!NQ+Ozs=O|Vp|OGvy`7+
zyq+YZNg@Ofd+cv@YZCY}hLj^zU>Zf4{o;83JBo?(Nc6|Af}shXAU$K34{nM_$pJqT
ztdK|#(kXn=fPo^Td##%Xr^pRlB5X&455B_)ld>3VI4)LcVf9<?El%9AGn=tw#evb@
zgLwmtRHuYcvrzb$l17r#PmpsL4<BD$Tgxnc1f5Ejm(93T$bU}KcFS{yXmz#mrOb^r
zac`I7iD$wOP=@^Up;RpbZ_eWAX}G-F2{mjd@7iBq*I$NfGaJgZ;@GOnGhNyr5AY@)
za(f)H)E&9iOiv3TeooqcrF-+G%c2=S6GSy8x{&O#y00q^d+I}ZNYq<JYnM7AL@6Sb
zn6n5qdIH`@x5<*;l2z8{4eFQF@ROrQ3+J1T)0Y@uZ{}|O1~37fwypf*+%4G%ID$cM
zS{lb|RBfs=U<`R`hqN}fZs~pIx!}<ZT%y;ZQ!RJSae>3!ldTpNY;TlQs1I$T>V(jS
zB0PfC2){n(XJs{NNDCP95aiRvyPD*pUgr5_t|sGcJ*ycpk+dfFXGwl5e-uPcNl=1U
zPeyq?c<GS%aOQ3G<iY#=6*GyaHfsg6II3DTc~6C$u7`hhdYCf5Bo><6xhv9gxZe73
z-IkTvW~9CGI5T~TTq8t{_B^acRcDD4zuD{@ca;Uh-*Fqek)PjR65?Qnhv$9cZf9ot
zB=1a`A6Jq$R^DA6Jm0gORp9C2*MLXvW}j+t_Rh_dbp8Bs{BHxIe!P1Zt>0t;Qq}5h
zu-h+Jn;N@&QyzSmT>7Jf1a4ND?{FYSM~f&39iDWw9PPE;CrhFmFXoF6ye)B|o0F~_
zS(jxO%g^-|E{5+f&AEC?fcVV@6?}R!GMSCKCe5BB40DX;Gu@d>gl@`8L&l`(Gg*$U
zb1xlqpxLS`q<abG?zBd3)l>Xhai~7?5gttEk&b7c=zli<(qG#xSUmdjO#j+>tzP_d
zf-UhS&iVF^PTEZQ6)$gH%DE1I)n>&>CBR`t@1yIJ!Lkc)Bw=*9-p*#U4k4SK!-3$&
z<U9*&p0VyIXX7VK`^VK8B-!+<>WvGE57VQ!eYLj^xBlGT$!3$I?46eHtXhEDo_t}u
z6T|!T&7wj#xW1mtqqQf)$Tw2b=}$iI!}sINPWE;5uAO$CoPp%mJ3gzsPT`BUAF1By
zR$r|?MqAyLtEkE4t6$!69qKfDUiYg#<IUUIW$un(T|YMsvd@yFd!I(mtp22Q$`V{H
z4(`ny#eTM%ArNf6y6m-c<<)?~^c8)NqW=5zTLiyL!T&!MVTAzVnV&g*LGE98)@AzB
z^EML$$nW~!eBJ(Z{rXQ-g+DyBgIwkQTU3Q?Y((@DMrJ0ajzlaRAWyje2~pu6er@Uh
zOGJgUW=do#$boBi1_3AvF(}A$hVh~zi_gzU=b?PUJ(1Mdsm11G9V190GLwnyD?E+b
z+tVe1Z<#9kzCQCp67n|7q@1!{MdRHYBB~xO2=`Veus_l4$(dZu;nRNFCkj>t^VeAa
zvMx9E?%g{8-n}P@g?5{BKs7RSf%=P&H8A-0`$WX_^z?wz(w4@0`ZrY`J~lTdBjy?q
zOc5m10uoQ0E;D<3d&$iA#gzbY^+pXXt&J3)P&;{bsRYAIe*viwMM2OrVZuNluswBd
zdwYAq<K8)Dsr@mDhK`+$ZL<?aT@yKvRUk^<l|7K`t)Oi{HGXStZEbb+`O=WHi%UD9
zzV1#?{o$dNHD|9Pk-0j##P-J{fmnMuXkxNp6BxxK5%J^WV?um<d;$W3*RLNLI$B0x
zZJ5Ac!Xw+$FciJh`4Tg+d9^D#t=RX%ZW?v;LD)9q2HM-+-X28n=<Mw5?ftYtbe;{o
z<>cc-ghvjOP}?j#!j{z6u0fZLWruaF!KMQpAPJP0mjeJkcLL{OSZ*<3wBWHM_KuV<
zECi$W;4!Anef^L}oSGQAp3aA?ZESqps&1>2t*xyq`XJRNgrbs2FjyPtr*y-lP&tS#
zE(1k4Lom%Hal467iI<j^9=WPljIZuVlUBCVLwqItl+gpDloW8am#03u&!nGmz8Av~
z?N<=ZYsN@yi)k|T72<(F`!f4{!w#Qy3>h5lhnbK^pLm&Bw7}L~VLyP}ClKQs=ii2-
zL>`>ePmJ)b2Hj`m0PyLSBSgTHUsIl0s4wE7FOCtFxMmZZSTiP$)XB)mP%)32rNNz&
zGds}K1L~L$MuL(gfQNF#Q6yh!c$V=sN&tizmiRPAjI2(PEk<^sVRPP%hcWb4J-LY1
zI}Z;JrO14?CwFg4mt4V3hF94P9}DB7@QL7vg@|O{qQoXxaU;)TGon%y<q4gP*&v4@
zFJUWyiNVDTm6*pMN>IZ28oDwkAA~rv*i9my3&6+<ut>B|`Wl|77MSQd2^7Ef8{7RZ
z6q6MN7iF!)b=C-NH|CEA6_P3$i<!G!F0@C4T*;ikwV<yV5JloNUZ!H&XE929fk}oJ
zKo|INTz(+!h`ymHXyTqcKEv5?tGtB#kcx=a!`BhheV!BMv9UNN1P{syZ)t_Fzi)-_
zMRpxG(TADtB)_cB7ecE33*o8*<`rTKgA?aOeFCV{3b{vNdpu#ebFWCgRZEjmLw#w-
zt;)#~3`DI&nwSd$N2zvNb^az$t2Q$tvwMruF#*2&OrAFvN%Uw<%79cZ+2|ykvf^B#
z%zyetpi1P9NDLXXiQ$x{ZZDAY?RN^X<y%dGc`Nn2#P+f2_9T;a;M3&_#3S^uO7E@1
zQ#B;2XqEUPWkpvPAZ$^KKzXfQRHEsQNYTn0SG$Al-QxxA(?MY4GGh<rtlyMzFUbLu
zN2H>v)|)tu%=(@T?%QVAqN@<ot&Gr&EsclU^K&DTnmmk{nwE+|)b>$5CLwsC<PRv$
zLlm@ex14T_(nl3SUMKoz8{2yo{tUos%n>Xcb;I|uzR4NBK46;n(&GOLfq$Ut52$5i
z<Y4^^fPav+{u2QI;mrHr17Ic)-Rz$T%*ep<A42di$Kd}Z2+n-zs@k2_3&{SUrtD}H
ze!ZtNWnnOFA>6o+k$6cxQ+w=wSdv|SIj;&On46=RNJ2!?3I{;~0~ZhzgB%w_AR$4_
z>x+)MsF%Wk;4t9Q=H2EcOYkZ9dMNd5Wav4a`MmD-ko|ZR4_qz!>(NrP&Tv+520KLi
z<Mx*+Vc&c4ufj$5JAE5t!bQR0*U=w?6|YBQd%pxLB0(Mzf+OV}Wsyb;BjpjiSmcKw
zkXqswf3lyQs<JWE?w3JR(z_@2$!ZVONnH^xqA4J^&9|q)E5EhhKX$i4ey&S8f^DG#
zCS1txr4_+|lkU4red41O6hdELcxyyl$Ud*)N*Q^D5K#I^o~qJ&xl$-}5yEGuCDl^P
zVn}+Rg1!keBvWF#!Y&&~dBLx0iBzSTjD9_%m@F;AU<o#!gMi#>t}P{e{v6#IZ(@at
zz@@F=tl>O8PDpt6#RP-5e5L22%3bXQ3+@dlLi8N$S}r!ML%!2^*F)jajUBwOH7YN)
z$5p-XwCnDNu)QxV<}mP0YuWSpJ_Jdo0pBCh6t%7n7iy}HBEFUFJVNg#3bJEt!SN)B
zxj{f!5sW|Ty~)EN9%%doebt+>7mrw4sb@|7ss^P#;aq+%DfJ{i`r3PunArVjtjn3O
z_Vr0tTGqL+>NMj^=VC0+BxT^#y2(=c;L#V*Jm~tzFRZt$hj%sK&aO$>^w`|P1rB1p
zHjp<6eFV(iJ19;|OAz-QJTQ^+th0zAeVWrXpSI4)z~4d1Q|@nN-vJDixIkNi36P#m
zJ2PtFgm+V<PvmhOCa=oR%66K4mQRLJ^MYT?ufz-0rR=9+bP`CFiS=ae;%r?ia?KkZ
zB>A=<Bp|DV?)Ta(EueCOD+@Yp6h@L?kM^}(m6RQX3G+D;ND1@h>X)4?A2UJWa?-sW
zEq^L_ta^iyH5PKgjyZFwr=&hPhOcT|yqDhFlkA+HKs{<*!)K|Z(1&*^k9$V^N-uC9
z-h9pqPWlPBXnFE^O^K&U31g?orxXS#o<-gYymnKZC7(Bne;D%1*kgEL@e|)Yn5%wX
zU8QGbW%Zn_fBy|a36rj2)vu#NsB8(;$Pdyr53#gMgB~hS9a!m2N=l*uv?!{YlBt%e
zui0esw#~gcv6XI*)Y!VrC-FkvifvyRbzgb38c*RbuQ+PMNtG~~CWPq-0Q&Te7Fkl3
znrSDhF*Dk!Wlcjrw^Cm78yhe4v9{iC)(|L75~j!3a*zr<3Y}1v6&7+_%^LXZ>>nT2
zudq3DDpOrAIz*e@19e<7D??j7u0Of1hvwfJk$^E{UeG`%d~)9_suCjoMn4FE+koHS
z6uKLTd!UjuqLwA|vTSF|d@_S%S2>v5S3|o>^_kO!-<*O>Gfmi7=&Y`qg>}Imd!rjO
zWZJc|vo*`Ef63;Wpm;8f#A}!V{dOzEVFa8&)e<URS5?*dVqDx}IJ7sGR2<hLN+E%d
zh31_!R{@1Ajhattw!VM|ekGsbeP>tpl8f|$^Q`Z1&`eBcuWTnf={BouaC}0{XUG0H
z@_eFk)c)-Na-Z`E0$xoE37$HemA2g6E_E&1Y)5gYjo6obRi??apXUuW)?@n%<s-eW
z*~#0BPft1L>|fQ}D0{#c>u*fw-Bv5ooH)P+rN?}(DJt4Ms2*ht3`@H?=|sBcmXbYl
zIh<Fq5}j~aa!NKkRTtS6FM)%4akE-g1tL@t_Yb&}AUL>^xj*7TS^5^tk73&LY))hK
zkn*--2SG+eGkj2mp-)-k6|7XzNm>1J+(`vV6!#GaTc!E_x5>G=x!~8%DQ4l!#zPEc
z{M+(jzLSJvHK9j<dvltzEVR3H^?ga0B~Gh!v)<QlAj)oc6N{?^W)_2nmhtEwNQxG^
zlpBO7XjZB=pDy=VlxwKSJyf?<0ZY33Yzg_fxhX=T@9^2JGde5nQ_AGB_%zYhPdDS`
zmaBUgw<xyd2P#EL^cV9d0H{)1Ik5uxP!eg7kBc?{>lP39bcq>tw*vi88@h$3k+4Ix
zXl_F_&l_>O6g1ly@nZUD8`p*kBJK?Fd&@7H@65J}OUjv`Bhp+uU$M`gZvYp(?ysDV
z7B$NBCgk{Tb5&FrgB1gKAQ%q$m(|-$=)+S`_?e*BkmfzZ)SXtSUu*4Fo|03%V$jG#
znSZvLXM0fPTac$!bDGPh`qp%}e(k1eb(>Bgl;HhzyMs!m3Z=Ib5rN>7S~Jk@{pem2
zq*|_Rrb1mO59i9|6H6O&a=c<WSYr8pjS2ci=;6I}mon0N)2UWjlTF$P>b#eIQ>7*?
zSe9NwIO*Q^Nb=d2xXh+hmZ9{7)zB}&bCL63K__7gC4j1@reuIJZR_*Xy>F#C?R1G6
zeXX&i%ia|1cq?POMCjWD66$1<0mf4hiyf=lqJ^oOM<d~K4zuEb+@ms<6UnhqbAaVq
z`X-aFXBq4vN-b?iaD!iy?F}FRIq&`Ivd3|vd?m>Nu_5$Z19t<14IGmU{rRxg7sPe)
zVFco<zBZI+88p2FRm4-DNeH+-o6LaL;@M_bk#h8XvF#8F8OQfI)zzl^1&ikR3Nq>P
zXmgMVPkA9_A$CzhiKv<hBU$__=xmxFzy<^je6Z-W3sq<c=9I}ODDch)6J~{WtKk;{
zWNA%JM>9j{UOrYSInM-1EU3^s6`?x$JTVz9Ma`Fny%^Fw=)QTM{+j7csX%K(Iqb5c
zODdt7m8<Oybq%GJsVT?f#iY!)oHu+=Hyem^)%{ni{z%16Qg>lA<rP%jC9^_Q;>6%z
z+D8YS&l;aMOe9}<cx9EE6sVfkk??q<s6~|Z-P5>81fz%QCJMCM_7`r7?-=qjkXD~#
zNg86hiZ$v1zc-uR&oO%8X(mi`fzXl!+(0zLwgYy0dOH7sL%OuMxQdAYo5!`ni<~iF
zB7fU!A}v9N%ANq@?brlBB>x@(A@BmjuC?xs1Kon|GzWcahnO^V`q;q01zt}<kd#32
z@cTZ6CbP*mG`7XNXcV$j9H;ws9RaZBR&mzAavecIUoREL07bqWR7eL!8W!nKoMeL4
z^hQS2*KI44Q+|a~GqAq#=r^M!mIt?1L3M&E)pKJo5|!>k5-O9XZXas1P_k@<qZAEO
zX1gV4)lrt3oX-2xWrEUe+U9DuLEV~#1XREWm^?}@Xdd;pS*v1saD|kfBC0Wg?)>{a
zCz-<XDH4fDd2smw-PAlx6qd5{Z~^LOl7gn?Z!bE7Xea<eQHr>)nG8dy0;ak;k@$Hi
zD0*Rodw6bdZ^iNL0yNWe+n??%47}fx2g!%!OMZsXAXjyu)<mw(fmKnOB}_V;<K6^j
z)AU%bapYX$hN|vB@_A*WV-B8j?^iS^(VR+FA3v^S!F_d3;XA@zSZBni>^`|E%!!KY
zt0Zy1KC&8!8|?yze33Ha_Hf!;t#_%x14`#@<wu!hMy;tBciOTBEHjj$F-utqS`0m_
zw~A0fgz6t9psIkPQvB}^W$%^ZhLC)hE;k&ieMU-Pl`r=kG!K{pAoFTmdSAPwKuF4T
z#Vm_mS$DH=hrOe3RW1{sK(s0c$qPVdHW?|k)gXX4^U1Zdh|<s7TAz+uIrheDTd?FN
zAhS8|p4nz@AWDvMn(t9lWp86n7_IV_o{@G$8abrQ%Ce}`#u~xFww>V%x(6970p5qp
zy=hg`8Ywwx>6&8O)AerEyr~OpA*y+N42HNKx}zDYU`sGpax5`RAu`Jf5nj=8nnyE3
zrfm|w!&4DqEU(z1^$2Zv7W*jS=;%RexJmA|xuARM@blBh4UJLG$u)&IOg4Qg2dp;<
zGeBUL{Q#A!ZQL#!8!>gc^4%p+FS%O<f*0Mm++3E1D@gt>%b}W_Nd>~P5D)AUgT>r&
z+yx>ft5iK2Y`lEL`HN{o$o#dA6lauoU$Q{XOu!Wke;{krixqRlgUQYSMO-fsM5>^t
zPEcezD(dKD@&@l|ff*ZFKb{TJmvCBr#}+EOAQ_j}Kkpl$YT;l^Qms9I%@?VLrIL<Y
z@y!53B{SKIsoLjj3gLoKIylmk%8k6aK}9Z!^FRXCh)1R698+znRBv}TXDLOHym@WX
z{MYTw$K_$q&#Vf?GAKTJzRq3n!a$5u;R>u#t_+l{xsG7P3`+Wz6Cn(V{EN5si|g@{
zso>MaX5=hgMN-Dq6d-Mm(oK<P<F8q@U1of8o?$@&Uigh725p^U1?1nNJdwf~=t=Q}
z#keZZjmBQFc~a(md3wB0_mh$l(F%A_+8DT~tgD+D5XK4jnk2~&1=UtrE?i@Q-43fn
zp-<5QyALSoD!?25NU3G*miy5GFF8#+A40naPdCZss?uV4jivOFkkPJ+>?yH_a)?^J
zc5l90vd*a@rD?^u7dsjn8nWidZlFwxouiIW&AN`ETwG!gPP4J0neD{0a@#p!QMh2#
z$TGklM2g<z=SYYOezc>yn=I-#3h=k(>mVM*QBCN0OXvtoLF0GKx&WD_)BJd~AY*X?
zd<UwNT;xT=4a)10IdJAmI7JADWL#2g!4IT`A+2SZr6S0NVy9h#{pw-Dtx0{LjZ+kq
zo;V$miY3tUoeO~WC-arw>}(R6vhOL31_y)YHU=<x{5!z!V|%UOIo!44%=Jm6)*n`G
z*4MRVZUBji(S_wlsh@lcTAar}4ZSDhQ^zTfQ8L#n{cf9+a973_Pc5J2al}c3D0)|+
z-#PUV_l5<kQs!5@8U6u1N*ymgmW^;@6GP!qXeWiVPdT^;op!!`C+RoO0QSD#_8j<z
z@pjtM1W~rZ?!%seL)D6Ao7a3&)yGW5+HXh)jEj_kG$Pli%Bmv4h_6fW<3-zH77aD8
zj+&3J>Nh}IYZ7aqfF*z-D>V19lTlompKPE&lSXwam{Kgd1!qViqxZ@R4qY9Y@5|bl
zw%&Dwk`Ke3LVvHhUccg9!tAn&W8zaXhFont%oQ`Z`&=2QxXvI!OKc{`dl9vbg~csI
zCExo5r6#Y$|E4a#uw>CQTmuw?WdH3>7C?XEW;RD0i6*1<{;0X<A@_4Yt)8z8O$4Zc
z&r7B}<RjPFk3~x$LHinGbGEIcx_4h4OeWSnA-NwuYyc%MwU51<+955&bJj;HGkgGk
z>$a0wu$^$hJj!D*$y%aT88{(|lZcuZAMb3IStU*d+(QwFBT<*PxYyF4=yl7IrPR!c
z^@%``iZ%IgMLTXJih$2C#sR^G7X&6<T*wdV4d~!ADGCJ2;rCqa-F)T+I+vk(Aajh_
zb&}qqC`zWIp@Vnz>sy3<{<y9#9XKtlvBieX#Y7p{nQq<G50}C88265jk(w*Z`_3#?
zkX-#eB!gUFJg8+xa4;Y(+&IXQWii25IhwMQhX@+Z463CPV=Px94c=%UYJ%fn+*YHp
zD^*d27xj(8mg<cr1bi3@n~4ys03)MIH8W-_@r}fq?ZF(ZkxiY=dzbu`Iyp}W8{U2O
z$@Pu-EV*`^iX1QPEi8-FBnL_5Nn0I@9(Q&%Q8Kk1+0}s+u@EA`wK{0K38$y7lRb+c
z8A*_$c6ulRmHvCtmWzpZ=F!F@8D@zN`>M}E#6{DeoafC{r^6hl^v$2ZOugYlfR>sX
zO^!vK=F9_{{-Q9W+)<o1fLTOz1--Ci?kKVe_)qn+M-E*f?i1TO_0qCv+ip`I<1B;)
z-^z|5YJ}O=g?vfy<^_$5*s9;?`VtDs^$8LwmYc;AZ7icf_tj{ohG3Lz5;K7O2$Y0?
zXD6zZsB!{u<UAdvH}w*=gk4__@dtQN8B>V4al=z3y<2?mSH%D3QM*$lM)$H<oJZ>G
zE!ufiU@sxYhy01B4UX)%DkY~8l`eZR)V#rD`ecR*;)V+m$E*|6!X#-2#MfLbDa1_=
zXM-{&iJ<{T%ttYg=9T&RJyJb1nvxO{wz_L6k>u~LSFQqw&{|~VsCsn}xzQT0D&dTi
zfN~O)q6aH>@Am^Y=J{1O#Enf(cMB9UM7ng7c}z=Z*W)BisSu#&+N^0TcpVz|=;J82
zX4f513|<_!oXawbEG`l0=b-kLMqF>)uol-ZyO(Hwp|Zk_UvZ;JO-;?89uNt>3d<Hf
z!qQ4#sT-)2uvgxRj|}?WcFfe^gRjAR?XTXSrrdz~z3qLw6IztQWPO4GeVTHMmNQ(T
z5?(%#sheDcOhGDn#ck&`r;IApK1Ch5VcXN)zRdZe^MaLN)UuKsuaRbTT7&c9{Cmwx
zJDSfJNg7TD8@a?#QkLA697c`zeARH|=;ege5U(dp)1+SuK_fMAqp%HwmfH-W=_lmp
z<<0rLgqFSeT#c!*bukFr?Z}XsVuHppTT|L8()9U*Zq6yWqk8nv%vcN3LNxOWa$9<A
zF?Ynw6zMO6^A=7RQ+*Apc1e~~<RSqIQUE~fm8R7|M0D5iJ!te7xtog&8~Ii*CdULr
zMbYZi_ay;LKFA|XyIz@0j!ny{m=6ub808F6>ej1Svh!~Cz^wQ#yf-y3n7_S4_opF6
z;$R`ZV$T<6CqJWn&1#;&W|SYT8Z{BkcV~J++7s1LKnL2g{MEk`xTuS8*#S>~vjE>E
z-d!t`5@?HP?<ZEmW62%+f!KPBPU5g5GuEyfo8KVonBHb>gz!WJYDnG9?Uu0@-ylqy
zB6OrX;tD@|=WGr?_VIwG(w*Du&hdVLLhh5L%FLV0kSN(G37ww&nrgACS?4Mffg`B6
zahT8WU;7#tx>Pr4Ji%uln-1yED2<?QQs(8drx!rzHK}h3leO^x8mMU0l1w(P&j4(}
zvlTdMqPaqHW};sErnKp83?3quP-OG38E1=)86B!5>yhON&5775C&}=gcF~d#jp$Jn
zoPHMyVJcP-+|3pZCqsQ8(e=7i$vSaJA?D>>+7TyQCUDzC@hO8|_B@xlmnCkt?aNJi
z)fhkRk}-(I@P51Mg@VYd_GpbZ=jRY=Q1{+;$3R(rp!=0crc=_RGVY4~W^{Bk(i#I-
zV+jOX1H=4Uq7O{KitENJ(jCpP_>;u^C6=Zg__3-U)dMWxprQy{ysNjxoO4Fb7AX|F
zR9^<8pa^tc#E=D`HGepBv^Si-jYGmKhK-cA0MVsy=aa`#u4McHJD$Z%Y2$X9h3D0J
zb~xR-c(L93Ni2LX^lZiYeO8_o3snK)V(#r=NrfSMc*E1mo7XkB?VcByEMLT?i-p-p
zvfgS^ZsDS2p%ok1ey=+QVskZ0%2fHrpfy{lb~x?N=rg8+j)a6R*6YRhf#0Q#tBGf0
z@ABG!cV|6SY=%{ZRldrdN4y-&N~ZjxD9T_03Ib_Fs0Ye(2oK&j#F}8kfl?NOD$(OY
zRQ?~GGKK@p0kgt>VKGRr!_U#=c)rwPwDltK-4LbFN$By=W#<w29Tr}{jZ*iKXs{>Q
z|HM}~T#Z!5dy5idACL_0`NTw(Mt9{MDU7bb<#}Vf<N7sZ9^lP6I^>d(S>PZGF%l}7
z62FSgmcd{B*{MF%s|`Vp`XhyB#(g>6)PTK1JjarO35gyGqUh(x!0tw-@huT_1x;;j
zOQSPG5urYMf7Ko6&#1^>XH8+0Y_GR1^Vo2~ypCPUfZ^CSHeDiNjuCmaT%n%f37>9a
z&JO6AY^Pt}PP>k43fA+Aq2wWmj(+0JB=TiOZ2DM%_&Uqm@P^OoCeyZLYb{x#FMM^>
zOFa^`A3W4lGBe6~C{G}B+pxE%_VTHD881MeI)@_nGS{FiY=!b{q5{zjh9;U$YG)`l
zXSis0!|QqptAlPqIj|!0xJspvP-*!9Z5+6u$8Odc;Tp(}=J%#;d;Qa!qx@viF&tlZ
z-O5A5;Z033U1EO{W4<?Ty!my@@BN5t`r4@hxX&nUmqHTLy%oGM(@ilUbW-CkE(f#Y
z-q~*ODWsf^MMXtWRfzUFhx4`jEpF$2iy;&HDEkXM;vexL3R{Z(qY%_r<0+qX9*xp{
zUiso1k-!^IgL9gD>Ss=sug{nmv|#mrah_FmRDg>I%^&qS96TRDCn9?6*|3QjA1yYH
z^4-(&$s?+%X-j~ath9N3Yiu9Z*y=3^WssSS(|R`RA<ppMq>;VI4k`}v4}}$d`8LDt
z9S4=dXf&sw4#2G2{AMC2YU0G{Z2+s9sw(P7ulX7?{}-=1V(_qp#s>8Ox~&y2-!DiK
z5w#t-wggou0H`@Zlk8jat^pQ5=H)F4dJLqaKvVLZ=mcx?C@1oJ^F^oF@uaI?lo12P
z8=Rqd5}KUNd3rWsTqzTU*HFq|gC^|DGjXFC|4&8(CiRRoPwM~SU)gGY7+`)_W!RWm
z*#2g#Vg6w(`Cn}{%&ee`|E{t8pKLY4HkLN_O1An2MsV~ZM$TpiM&kDRZvSAzA#${L
zG9vnSjpRgpd~gnq_D1?vaIWBo6P4g#L<pS~&xFQrDO_2*OEo4!Qn!w2+imjUS13jp
zgr6ZE728o*hhi|#c5v<@3-yC)V)#eLY(!o$=LSBw1$mR2rx3s09A&=1Q|Lr6Blh|9
zWhDgHSOWg`9N|%Hia}VjFU#aRdv*}cgwPX@@c)fbJwSHCr$jm}{|hz$)ZGt-GO;uM
zrR5*168=fc|BWRP|9f;SBCIT8WME@x^miJ5o_#(7LliW$`CtTQ2=?Q6UH}sYgZSG4
z2?+rS^#TeC5)$eq^b4pLurRQ&urM$%aPWu-aB#2SU|<lC5ndr8At58dBA}q6AfbZ7
zNY7uv;9<ZRz=XiTQNW(NzzD&>z@fo^9zPQS{R0QZ3k~w|01F2XdY~2=3<4aK78E2j
zG!zu*t{3P&7!(RLDlwzr3p54&mn3%ROun&SU`T~3zhNkjpO7(su=j(7!^FbI!6kn~
zK}ki;!pg?Z!O0~oA}S^>At|M#tfH!>uAymQXk=_+YG&@>=;Z9;>gMhr5Ev935*ij4
zpOBc8oRXTBos*lFUr<<7Tvc6DTUX!E*woS4)!ozE*FP{ZIW;{4oSmCrTi@8++TQuT
zyLWnaesOtqeRF&FJP!r~4h{y!5BB7<yN|~%s2FaBbdsi5)&DptK4<u}n{zPX<2Yr7
zMz5ftAgd6s;~ZQ-z8IF@>LGgq))c9s#CcU_ck(Uzp^86|{(<`H8SInzSuwj0V%tby
z8jrzz3!n>^#hLaic(>a_js=Rsguj2<uA_{|{75j5aa-OAf5>6JdX6*BHNdA*ODknM
zfofR2!EYX&R>c+Y`ZTH4!VEnu&q42vYq~m?L%)BIMS%07Wd69EIHll=W&onApB7He
zZ6DYjaJmiYG{e3Vx1XNlvTPL9wFBEK%QA=K5|GfMvz}^W90LnWsChP*Z>An+4o8`t
z7bO<y`=VKfu&a7@6&3~pu-EqX(-Bj?koZgke0Wf5KLy#eIc0Vj)whuErgXhU`QxG(
z&vXB(^89JfW@F^|tMdFSb2jsTV$Nn|W&WEvn~9N;i2i?Q^_hgA`hTVRe9sO86`0?D
z|3@WIL>if~3fIOmH*f@FcTud^F&+m~X!bpD1X@pq%UI_dB447amP^QL7(f80Bu1m3
z5nMT~{!OB7ctelfMQJ~&=?F~WuE3k}P6OH%C&?nCNs|bpn2lYHqd-_FC2H5tZZKfR
zrL6&l&0+W|m_mruLu_%<-YRcul0}=|!$dqOzsCITGst|aV#YEUu#fXl9R7883O5*g
zUsMhqi5LvRLi07|wn8lEhT0fif?>}}qS2@UEx#K~u?VuQ8AwvGBqls?6Twmq$wxgh
zdU{Apu~~16Tbjs+-pAuSl+bCJk&rQ^m5Naf<V8W7isp|}4t(JcWU_$G-bx6|R*tIi
z|3tm08u#v6InA-oUW92tREhK@dV+!|`d@!Kbb-cn)&@dcY1bt_FNNk!GAm4MwADgx
zlD=8d8457^YuoKvm`K&5jpD{m0mr!b14y#u&ZXaHxU0qARKL^0SyHhD2k`NrDJ_T@
z#?WyA8*d0ZNaY!mrTq_eOG+Mi{J7sZg_sZ|p0kHu`0Lw|9DaS#5XT@<!d7`4D_#Wf
zKH(3@nM#Bw;w*m#)48$1S1sK|9^s|g9!2>cT`;nz28O%g_b>~(*^#EWA{(a036Pn2
zAjPQlO&}Vf>98paa3OzL<{s?F!<81Ezd2&D^wN)(C{R;Gq1S!H2Vqwv_RP3&(UqiU
zO)jY<?R?4SE0aL!X>V@@fMBYo(Q?zsh!i8!2J#(|!oF_zn%s-pqh8l1y*v+$`hc2!
zj^2!7q*gwemlCm3<wL-<n}SZvik@R+!a!G<2M8P;aRZGh1y!q6vkXdnV3DiEw}};W
z<A~LJwd&m`n5x=H>4DGpGlk<UPPeiHVK%U4_2wXNqiN^-s5h{m)#4~`?$ko|G#!)T
zs;XlB#S*P{Mna?V+mcVBef8Vx#7w{ST@*fOoLp#rJ;qo6dI88_wc<T|<46;M+ZSrT
zs#f93-P!MrW$&*^KzB0ajGUwl8FosOFh@*qsrwH=^HM>lH{c_C#m<!4%vDJH?8l88
zi!A^?7`;(%5rCCf#&Mb887#V?t@a8j7)3UE^2TCkG(-Tt$ZlVkYsD2P_(c;hJf(*l
z2z-L6iI%I0QkCZzW&Iv!F0b2h;)jF{NcAS&1vg9*)kR`GU+O@Q@mH-mzC3-j*nb8K
zf>y+yjp}G^I`i-dkru}x#W<Jil0$rPZXC(6-|ac+Vm&51AjV)Z?M?8}I(xLtqdrVQ
zEXMT-_m)P5aQE=((xbf-89ZXW6|cvAD2XjM#{i<utMPPr%7Nh=Nl){8ja~@SHc3AP
z!FFr)yS8eel~CP;1c3DPI8c?INqu8uzQsqPa`-NX{#0#d8LJ{}Qd&bOB5>HPAmTxZ
zH+LkY3w&4C0xQZoam0w@Zt@Zdn|Bc!=gdym!h=7Pl)p?qJ5fvm<NGJ%@yNrW_vK<1
zdzthyb>kP8i7^mZtlPR&r@eDa8-XV;zW^BHd)bYJL<(>&%j-Lrd6S1l<78ovES5{H
z-_|Y=2+*pw`P}%fty$1Ug?77r3MLrbgz~}gs$Atn#lsGT%yYb(SlC0BBmn0C#6Ebf
zZP>6>k=W_dRi^BKMFq9R+?W@uFwvN-b5Yh=B2J%`9p7!=O>_MNmcABsAwUJ`an?J#
z?d#+hGe>zakQh6A+{uUP;}Rn-c}qs+g3Hf*9H+-kxn51^h)G*T+^J2cVU%>{A`kl4
zwb|SRKZ6n4KU(yDT)Y9OoX{niG=_$qrri<BH|o&KfW6Lz+xFyMXXf3F%<}WHu<2>C
zUsh-NY`DRC##d|pzA;wfSoz`)#p?xI)r}+7I^hO2S(SG%uNs${BX^hX4s}8$0umo|
zvTHLJ1L$5@IINu|wnTUUn_UZ@1YbVR-x8{TJ^<89bZ=c*%MvLMUT5StvdQ!O;@vyq
z?J>o6jf7V8O84^QTqi~b-Es%xu#KYT-4bnoJ%yELmx|@3wJUhZ?lGKBw_84~V2~6r
z)%Ca|e&p;OE-G)y&ZDqsQ*CTj1mmGP9htO$+Q&He2?eEv@?CTf;P}cbmTBk60bri%
z{4>~r>MPs~&)PH0MlZ5!RMf6>?W=XSVcp6G*E~fe_q*t|y5fmqvEkUT#hcI%Rr4&q
z9%{o)o?5I7?T2bJeAp@7c{Gp_Z^f}f*p^dtZYVI+y3>^1Gs6eMU`biek}C6g^Y*E<
zJ*N-bUx`74&D}&lgAoj001}Sdf$TFy<9`p%0(&%#C(#eyotGFOsRZUkUNm%W;8{Rw
zPF&O{h98W00C^uHb9^c_xx8a@X^Yj29drZVwzg<mgj7bhmTUk*+D~uUr+^8XB1V~N
zuVuX6o?J`Lp-K(Tm%84|n`WCPTwrYR;ZEg6D=13#?A<w&<0eJ>F*ySVKe0~?*De-V
zzmTzIgT#X2-QRl#1C@@`&3378r)3*jI@T}ofr6`LZq_--61SuHX=NK_;MOE&8`3+U
zX#7sRa<t6hat&VTcCTmMLJ?kDY<j6Z@h?2?UHb%ip*9hQteozx90B|1gYS0krctKU
z3S2S8v}W!0X!h=-vqT1c?AxSIMcPfK42?EkG$XyZ8JerHYsv7kSh2j!WLN)48<88k
zTv3|^t+A5B1CyI2bz+0&N^OBgN^1f+-_m_?E0WJ!!0P?>#hw7D8CIcjbv{5y8Qqc>
z&mV>wY?at<OTRHgR+rzXB}60Bhxgspqtrt+_9;^=BH?fXeBr~9Sa$r->eI7_m@@Zt
z=-FxwHXX#@swZbEj?3pW2Oybo604quedXKK>e88(;hy&~w2v%8E$L>Xvzfw7fn&r%
zYwh3-1)Qj<r#PrQ8{er7xUB4_?<;@*`wrk|CyYhccTfEKcVYLWl1-*8Mn<6J-5oqy
z>kH`~Md%V@NM*Lcy;!OIt^Aobrk|Lb;<j0t2-<2d$`cFwopO_mM+fy7AB4Bh^vdk`
zURScS$3`}8w+);GMG#NMBz{}a_6cucyRK^E#OOAAf_0_CI9*{qej=FUX{M)YZ`LI~
zWfz&9=quXS;}#}Nb_F3=(G%e_SZ~}jShKcXm-7NmtTuZ<ZCy=^fF304#bGn3{(i(q
zRc*xMg)MV>yT&nWb5rZQE6qO#h-KBgc?Pq&E?IiQxsdwqP3qHI;?t~0VNST8wXd9D
z=&M`1ipL&zgxPDSC$}g2wnnkwzV`Gu+yu#k>Se3FyiPx)k=Bc5E5h!2Rm=7k4uZ?0
zC$!VCCdO{&9lp!&^F8Sn#k+^ppUEPCBV19j(B;_!tKezJHQ_R39qCsl7-g)VqAM$_
zTB^GkHN@GE>Mjp;lTWsth$vZ2)>W!`n=4+IY-S3=$*$hbc*#H<#fo~pJ{cIV@3{d;
zo^EyY7F6wI)}E8+98C*8gPFH|8G8oXeDw?l4*2w7K^65R#ErXhf)ygIB#zgP)9n#e
zVt`rpflMBjq>_g{k2SONRRc~be<&p85pT&B_wnWMWwGO5y(>|4d9JV{9&!+{Ry>M&
zIhj3!5ix>_RON=B_X0cbuv-zun<g71w5x{3V?F&Fn<s&1uoK+d>)!pQE5TzWS4c@_
z9kDIfVJ}9z;@%vyJy@_n0OeF0k?;-!Ee$J=7nr^u%~%WbMo4+4!7^vb6Kl1M*tac}
z5mC=rFJr4qRL1DEw(ygen8Lf-;$48YXRt_DmD)i;du)6MJt<GVQ<zu-Kk<Fvet<{a
z#Cp>L*GGpDi|EtC_E>$Ajn9CH+Fy!Y=EL!Uc3eSTbE&n2oM=;Rt4tYr1|!~A+Px$1
z?h1i2iQm-|cSY(no+6vbXWZ98iee2pEKP&f&-l=$G{wH6BcYa&R(!`gP<~9iv8ybT
z@qNV+=(NUB-o2>)Dgp?^)oL=`80I-V)?>ffeh~E_7VcyH*1aBH=&cg-<V53IcMyRi
zx1)i!&#c`*w|TDHeX^sDGK^d8?R5A=R-vOLL+eilFu$egN<+B1W?E+kHEh_H`7iNa
zIdZXu@^*dasRmB86`#mPu<VP*iS|I-wWD0-QlHXXthcaB#1Bnjw9f-dF8FUDeZKnS
zdG2qF(3A6B_Lw&LYij4b=y~O3wi;<ff0z@vz=^S!bjKAjP;#tGddkZtN(6|f|Cg{`
zdr}&f924gec2_kiA7J{$CE^f}@?b{Y??#8{2H*m9y3!y6n<BC_?|_}aQ@Z$?hLQPG
zdhEXVl{y$s)|HzVlyBEHus_;KpFTBZvqf=ofq0;k&-!Uz@5HN!E`HvzE8p*M?@GG1
zGa6ymQ<~qC*E7S@_{MFqV}t$;-#wgZ<5;ce2KS7z42+gb4eJzhi`->ia9<aexGNQ7
z;YLZrgC=F<0RcF-jBv`^a#a~hhSOX2;X!PwY^x@LG%E2lDSr)+@(fn1yLB>hL^;ne
z1nps5TQI-p{M8UY?3~l{mFWZ~v4v`H$DLIy!o6$BU2q7kV~Mdusvu;o=lS|5TI)mk
zmosK{K0?#HCOvj+idK)SthGn3yJ=f2XX=&}q{F4NVn(ey{s7C1D^w1Ju!&QokheAW
z6hTyAL<V8EN?r3`S{h^hP2Mz2NV25z)qGyvZdySyA2zVVd(q2!$sWX`V&!2TGfc#Z
zy<KL$j5m2HFybr8+SA@S=<r4;LhW7Njbg7Xi8vgis?!Rprdd)nIvqG9zS@v3B~bTi
zUAUc;HU6^%^gQDwpoB&1CRt)$+r-NAaU(V9U84l={?Pb<WQ+%};s&itY-F9>WP_xw
zYwSVP!tO&}F3!TfF3zdg9Zo<qHtwy|$+jxrrQ$#IxM`H+TG%FN{KtUV;u}<|!2WYY
z#(izf5^rE!b$rGQxo&j>LtiP9)P)B<_B-hM1pEzx+97k?NgY{33Lc<n-c9Af+AJW7
z=A{;Ja|$Q)gTt}52Y#Gct@FrM*{0gd7>kLEW1K-7n=Q9s?8|Z+6(H`>hpj3LCCO9i
zB)dbTuz{INU^`jTu-%ZogOb+JILCXtunRAw9yMI|LR4hFS_{q7T;M6X8SKVP%ZP_R
zSziAR>$IsZalEV%^=!904?oH_40@ltI|vF<4EcLCuzZl|$e?J0&&x>_Pu~vDS@zj_
z?I$I<B!(Kqt6Clt%uOe3VC-u0N9Nb4C=q|XE}tO`c?P4WS3dS8X(om8nQ2*2KNamh
z{rO&4l4@+|o9yf`cTOP~)@d_c;)W`t1!C-LfYf9g@i1<n8`8Rkqo+8Y_s#H!l?Rc;
zX+Oz3VEW!Nc|)u5P=Nojc0wFWge0r+!0I=W240$RD^DF-wq<$m<=XDO`FP#F5m^WI
zm*o~>J(q`uYN|cFG*c|?uNUV#NYCZuG`|5K6zKAr9pbaxSIN8%WW@izza@(PIac-@
zFCRoXI};b?lhWDBQpvJ<z&-g6ZE8Y6lt-eomDre927K1#b0x0~TbQl$>sM6HyfRD)
zjIUquNNqHJ9@uHj{V^eEI4;V;jTn@R*2f<*fs=9hCWq`(ejKQfB%pFBb(M4B`plC(
zo#x|cU$S&a?n{dDd$><ZQk0RSpB!-E3JtlZS^eD@{U5XV_pQtC@c&y9(EHc3%zs+q
zSXr6=ve7Vc{0kcm6X$<miDTqsXa8%SnT-MN@8+3_{`Z*T;QqlBx2U0n?u^-^4~^TT
zktT|nC>r92t)`tF@*$xin`9t6_4t`LA5T1IM0&b$|9bsak1TOhd27mn&U>2n6W10B
zk-$fg(FF<y`F{zlK*@UiaaADgYrXXI*)_o8%I(*cn6HvqK4#84gw4-Q0Kf|AA8}Mc
z-Q6|CK9MgiSzccwA+X^36Z{c#49S=&%Zt1FW{}^OMT)Gtm$?4I!>Sguzusel(k$B^
zlc!i(l3U_WXkIv!txNADH8{L--H~zqm0~nBm!NfhuUJqz#qLw(;u0X9JxDX>Ftlhl
zb#5g6{EzJW62Lq9@i2QC+j}}TC>;^<+xr||oy>NnHaeV#zk7$p^T&67zJ_@BF8q9F
zC!eA>C_VD%y0P7>vIXtP_uI_u=1^mI;=7V$(DqrtUun+(=>fW$8eIGfRM%qy&)2qD
zo~zbTvO`0l%Z<+GGd)((e+cn=>(`#LbfCAMPHI*rz7^urd2BP@(Kprmp~kJ+61?jp
z5QU=^@7dq7YiVV*++J^Ycy@NX>%2pHeGN!-@yYcxHT>XwIx)R~M8NCTbe=5!hl(zA
z-|y_kiz8X<Y3XF7<D0Q@wWD5LrY};g5oGc-w|JjFZJ5yOw$5Gtihdcs#qDx^?#e%s
zW^gB8%m>cpS-|09=ys)idCvXH{(5OS80r3(ipC6lkvxu_^^SO&JPy|%F4Rlz9ky2Z
z?5^3<3?|R904odLZTH^Kli$95`7<}_tE-bw_e)p{*EZUkDQ5Le{FzsB4O#}1@Fna=
z{BF0_&#T{WZmR!!{O0@n=cN*UcAN6IBQ?Q3ur40P`j^}O1%MSFo&&@C@V}lsKV9p+
z24wNJ)YfruKdr3kYBx{AUN0Bq$kshy{Y`kDx1JYf$HUdZc*)66at-WRt+%$ei~U#a
zf9kmx!pDb`@1~-;ntYL$FW{N?XK^fqfpHP-NB9|rK|wx>5mxvAsXb+=faYw&pr7FY
z&_jL1rGh^tPYuzbqrfEmGb{uZz`cn)^G9vL0ADMoOeOwV{D~ntUfaW1{H#a5VIOVP
z5{CW=BZIFYat5&e%(j52Km(1G@gL!kkG8@19k@SB_-7KLMGSK0pJ5^qfd*kj{Z~Ir
zt2`)&VR1M=!^ohAh=VI${QivJ+W1|lkcocR4G=8+Mk)~e{svr7Tl2f!_|Y)_ZpA?z
znBScdP<{Bnv`-~KyeOx4?8SBWur;{ySNEGfE1K`H)vd19&dto()3u`g_@XG@r3uhJ
zZazv|y6idj>U!;TN4AOgXID_*b3H^>G*a`Lx2uKKsZW51yZ&X*BfnnT0zU`WQSQR8
zp_Mz0t*2wf^U?I=aJoe}^PwJ}9eZ#74!zE^!F~79a<6}9C+VL<m&&he-+Eh@u;h+b
z)OA4pdG9;LTLFiIKgJ95ZkJb&!H<v8e`WX)>3F4W-p%oNz8f@nDLLJ^Zg`oNqhyi{
zSah#wJwLlVTBtw%t1E8fqSwCYR^@g-Fwn?sFihCF#13MNVr*`3KOEV<n#^qf#P75A
zYdFe_>H6fkvwPLq3<M@^zY$N51o^#GS-!12`=;t~_b{-vU;jM2=>BkXTKCtW;dG;H
znEz-|T`x6@fRF(9JNM%u@LN+m(hPoPhK{;Mv%A5@Rc5ox@t=d(Xy~Km)>gZXy{#3@
z?Ki!$-fV~bYkW?3jyo1xorgt@xA0iN8Nh@0^q;b%Ke<o5tPLN8cThT9`y%#SkF;3O
zw07jVNnj>7oRO*5Qqi*h>jPjR2C*=)Muuf;#nb$sJ@Z=53ksb0?UC4mdwUA<O?F0{
zmpT6?cL9n%hw4csG=n8;pJ$_rqb&FN$39*LjwxImi)cA%_g_Qcps!u79+tVRjuVGA
zD{D`>M?I_Z)vP>!CP@X+2^vMe&$)NI@3qeI+&=RBPGE|Fi1_E{hJ9UqpOb#5*Sz%h
zdbh3Z=}ETbS5YDo`#iaAUFY-E@_1RYMR9oa=Wv?LS2pWeyuQ8uev|(m{^zKJ2$^&&
zvgVi2e~xedxcqAtAp_<CPunH8=U*)A`#Fp9WBDtHChYIl_5Dd7#=}EIFKuLP;%G|5
z#{6Rz2DJ29%*@i!$R2dI)OR%cr$wr+;CX6hHj8Y?k0W}F=}wyc!}e~H=;KXxOQdz-
zpgmY*yyzFUh%6P8Tv`{`*RLe!CfwC5av0v5=cTR<rC$e4VDRSA6ti;5EK?R+$`I;K
z!n@0*sqWNxR!v+ucVn`V!57S~5A!{+P(AEkC}-$RD7+IiN3-b-FTR@KDmJtd-Y9I%
zHCoVYsImEuMg1umz3@hUA{#{QMLVx>T8?h#r4y&3EZ^UcF)B5ozPzy=x!Zmq1g-U<
z-%i!*v(HTt>M0{cq)qSF+Jg1)lumNXSkp==S*kY~_CsoR3oGw@hv%l0QOhL`$!iNP
zobdE5YiioUy0z#nloXa+H5Bs5%E3p^HWl%N^&X)e$ia?r11uq7u%xKBig*hU$T9tA
zYdeZ_Szn!mOQeP5QX<kznXg>BMa;(;EQ?e*Q%_i8_o?shPZ`k52y3cL#FpTN>Rw&W
zDvzGMW7zWSo~f$REg?#<WPy`osgfpLjBIG=>E{|F*WAmq_9WV|D1y}aY)AqAp|0V5
zwr_y!*ZZ)RnHJV+I&}>t9m(mhz;{4xicLkKuWT$#xes35-V!ZAoOjC8(!kkh>YZmp
z45d<kM^@)(oSUGQD%4@qiuhMtN`&3Gbag-pSsS#I%GCEyoErX$N@uqd=0!B|XZ2q1
zMCqemVkQ)<r{6qp*5syzB^&fuEmfFT<TSMA)X54Npj7U^j>m_O%&d!{wD1t-0mF;v
zcvvMU6~~W}WPCOA{ZkI^$~B9Q%4e+nNMl?CGudvU<tuq7zZ3%ymqQ6F4C=>z0ahL#
zbBV_64g>H8jF`IYlu>W)^o_JE&j@JV6a(Kgq>A@qp6muMwMAZ1U(KZjPkIvKoKaew
z;`vkb^6rPl*}6pgcUT$7yCRzO7gj@l?wRJSL4&H=xGSELpSnJ{K(h>;XaGy7?lKj9
zjdTh>C{C3bb-sBqhq=ouQ3p?ZvblIm?1@a2{xKDvDDiDG6KC;eAA#1p{tZ)y(JwER
zLZ@=mN%$TS>=><(nn;cUhLT(OF|7I7^9{@|$ccx`UAx*vZCqVb!dAmhUBA&hs5tvP
zeK6_yz-wT^Skc#$(A$#s*{t|UwNykg&(M@84@I)TA2tIs^*aw*a0a`sBtRHD7?OfP
z0^8r<h`z}Se<uuz(H7N28~jau%l=mbu=da%+>^%``3zRGVM`A0t{wKM5rY8meY+3z
z3|oSERADB%C;h=Fk!FoiE?s>b(8M&EoN-b7P-2^J<1OG<c%r~wm^cW0o^qmfM)$cw
z{)UCS`+VmXV2-r93S8a@d8GwDd>kERtFOL5$tQ^~c1tz+YSg>KFMZ_$xVw(qM|rTq
zEQ0$7u-Cg%QGwyb=m_ULCKL6(!LPDw&s*{~UxuLdA}~c67>{MCMKm|K$>2mLf%9#Q
z$DPc$I%!bEhMX)$;%eJNW=daqGb~#hyAUkR2fr#7c;Q14VVss2wI^4h?6*54zmr~=
zk$UqIGo_`Qd6hG~<;8-BfZO}Bjr>f64@~=Jn>Fw;gu1g;X_G}G;4WxR!lX4l7O=Xo
zlebQfVHKi-j)ZUh0ZN+NYTrG~Ij<dplhTPIJJMI?8y2F*Fw-s+m$7Y1;-KHT2FGoT
zj|N}n#&u^VM6ic*Q)wJ1pRM|D5J&}O_&XT$a6D(lK>Ki6zgtU+ks)o}YX>`DJu*W0
z5^0DpmzT+8+zqKrNdTFW_>rxjP-Ag%k;<-f-(+^f07B_w!3I=5n)rcVJ83@RLBTUP
zj1x4>zX0T)DEkAD8JU^>;tgYF`@0$NKZqLT^-VzgMCA4DjjSDsSXqBDdnp<@*f`l6
z7&(CO`qu=xunmZ$(c1CHl^?JULU0))Lo<CL8&^23AM3X{SeS@dIazgn>@+a42JJ5R
zu@C0QyMOMAkhixnP%?5P(gGzXA_gLgG;(zW?OCw`WkBfHS@_pkl1S(8mv9sPXg`D<
zn1~pErVN^OcVHx9{P8V{pwx)yMO_`ml^j9M$j=AG9hixje&h(0MR5lfBF0}0jyUM0
zpUjniyd(zt9=IP7D=V{tGXBT&%F4_{f7_d*3`+2iMd&{gQJ4E*Ze-y2GYLs6MkZz=
z5dQt~){mb|aBM8U68-U$6?FHH41&Ipk%<NL^AFL2qWU`l{fyyH0sYxRvivu;jr=D}
znjq%QpF;XC(YXC)()`V&`I|}eH<RZ77$(i1sQLqH|A9&KCuaW>0RJajkN#<Q=6?dg
ztiPI!{}KfMX43r4r1_gk^EZ>`Zzj#(Oq#!$G=DQ`{$|qr&7}F8N%J?8=5Hp=-%Ogn
znKXYhY5r!?{LQ5Kn@RIGljd(G&EHI#znL_DGim<MVbWyzbN}8yFlqiYsQ;6#=GS6`
zf6MLUKhebfN4A>(j^oKC4}Z%+dwfSye>ZGWcwzw_LmZrot~lC&?(63d560`#i#)X;
z7mCJL=N$Xd%O$|#fq{sKh|=l*kG-qvih~Q1ID@;pyAynHx4{V#oWWfJ1b24`?oJ49
zf#B{=aCdiy<=a28FZ*=g>-6cq-BsQ7W5eZRNo1uKzzh}D^}j~C|Ns0y692cs@CpNX
zwP4$!yS)3+@(4A#;^&KYF#+7TzxEtxJ*9hkH*(FsPYQ0dXN9V!RN*vaGx&Bh0k1v!
z_eNR40aU%W$hyvR^-fTI_IVGz`QbP+ljyI&%R*2luCV(}>Jyvyh2!bNz~cd%>FUd0
z(|5f4eWo-)VtZz`?zi(vVP~gb&w;)qsd3eYKML6_{gmE@0Ez}mCS<GcihvEHs6UH;
zA3xe6eOl%Hvu8DP+snG49_zM5MBKS=xPG`%;jP)Md(V2%S$MvAFZPdD>G--lJScmN
zuYA0EzT$O~wl0aH?ryZ*@uqDY>R&eHw6zcz_53B<r>j@_nX&EVw)s@dBY$eR@W?x~
zW`89I)6*dLg1&N4q+jA=TkTLIMLa4kj1`OSTcrrvApFUni%_9LoGHz{-?27bIBDy(
zR)#Pl6_cs+5F3S$ARJctv3<wUJKUHT+p>TDotW>n_2!PSnxtM3^fCJL$`Ba$(*fk?
zrAtR9vmZ-mxHJ8B_#2W|F*n9FbV+}V*}LnE2^h&Q+lHjkHXZi8R@*a;`>uXq{K^0A
z+w~3=dpd5c(nQ$GmfrB?dR|92uG3LtjK+!In~++2O39^A<vNkZL1&ZI9R*&l%=I4(
z1|uFSc|j`9PUU+_X-<~W9fQlG1HT)g=ergUr8g5?kbFv}@Lc)}-lB)p$ckA~(8sm;
zYct!<-azMV^5oTQg*BL@t@CctH)G2C8s2jLK0ONV5p(t8y&bDWHZ$b(+JhO(QM#wB
z1^b^1@QS;t*4wslfRu3X(W1a(H75Is1S8EX=^R~gTo`F`R_27)>``=2xJ8OSY?$mH
zB?KuE2Y!rNY2>}(-{|D378s^7*ZE&>qLjZgIf)?ZtE<{flWQ_*XW)5#?5KX23z=jk
zl)KH&cin8Pk+7k^SB4wyY<FqyS}>ly7^QKgXmOZ`D)Q{usq7(u{5~H1J`6jfMIM7h
zJX&8D&wp4ecOB$3(%=U{-h5;A=^kG4p)Hs$UZeg)kaxH*TZA(Ed9zM8PIg06iMUcb
zOo3}>?a-)hFD}nDI5$SE;(OX_-jxjTKmHApfMG~xYpb76<%YkMuQCd4CHCR7Kj8G{
zuznOf#(vc(t9!f14MQ?tX+bBw5t;QdSee7s6vtCVxU00SKl;(#-ii^Fn1XTDilypI
z5wwldn4bETNIPhf?0t*u9qs29SbF~vIXWgPAyTM5S5;&wI#(Mdx;egqjcj}W!^37b
zfgjAXxOZtW^R3S3lrsM*85SBo5zs->3eiIUei-*ofAt13<u(D0TM5L<>f{jDANl0&
z==~MY4>Xg0Aqhh&*GvfE{ch!3ugWc>+8#Ch0KHTyBK+xWu>}D|?il=eOU?TGYA*L^
zj|`Mh6JRiwMdg`GuP?@wYJEn+95Y6(>f`1{rTaI|FMPX<Yq<wcZ3Q4tF&N%oo%d9h
zX7g!FwtD(1>jN3F&ynIQMH}eV3iW3RVPBwN{Y4*?wkLo9@ODM^arNO$U{46?*n@w>
z1o~ZYYjDR@@tQS5O`jj(1Wr;AdNa%&{J7`5o`2)Z($~XrTz=?Oc(6hYPGwe{7&}ai
zB3SznmNu~~;xzGf4nQatL%L5eQmEkr+W`jhUO7>RquH0<Y{rGv#H#HyXv4;gIeEc$
zx-a4Tr&(lVkmbK{hwI)0n~$*v#otu~QZmnj5P)0l1V)xT&6a{K_5DH>e_N$!S62b)
z5f$jkHP)JKe%Ew<+v?*pG^pWBYjnDA9{P8T5W0X=s4@+L=8zaleE084l&c_UF9#+O
zo=E0Pk#9ju^l|a(_1rA%aOu9z^Kb1J;n}cACyd_j<2R49B5$+$V<1qByis5VrJ<^q
z(i^2x7K8s{l=R3Xql@K|E!@|RtDB8=LZ=`5%etH1oNL++WSvRaqT~#+mi5KrZ2C&B
zc{z~pWSyi40#@>BzY=9|B{Kq1uyzHG?KU1AXAcm59I7$^fNElLe+13zzOjF7u8gxd
z-~34^vg9@A9Q{4Jym_;=+`iK*{M-Qu4r2+fNS`}s(X?}-V?3L}kCl>Gzy0Xd<MRTx
zNO|);D*l`OUiOz>qpauc`{d5#`{`tIRe@H;F}G91+tsqw9B<*QPMUcZ`M)7|g0*CY
zgzlzm-k`s&7?XP;jntzSEHWsuJ0|4E=?ld3+4@O`Er|IaH;aXNfBUX(>Db37!=Gy*
z4j#Mq^L^Db6166<2Rxl5BOP9|WB^3N*;TC^f8RQDWPBdzeVy4*=r;lB-7}9JgrGrT
z&+L}Ib>|=i5amUN^7X$%av^9%*FlRwyCU`gWTd)yIE}lGZ9kN-usalC{#4mL8^zS~
zAO}W3+j{Vvv?KfM>n>hWl>b=|<@ZG92@tIza6?dp1Zqq4F;zTGw+Kv^&Jh5mGD<4W
z%zG|lCq8;+s<+y_QObiU`}E7P0irk`Qz~EfW1H=Lo9*M8?c=!medHkb<0+TvE97?T
zb_TKq_43!z@2ol7ehmKzNa`j1UH`-9cWXBRYa^IUXl^`aGk1WI3N;s-e9#npHd@!^
z(j<~$_04UgLlP9EvY(3e2SHV3n`f$JjiZ?D&reVSp*S>y&5@Y;+l<)>2z`Gt;0(F`
z&m5JcN~3~+a{Km{+b)Jft3@3RzZJH72Ad(w*|#I%cAr<9ZEK35&GA%3U_{z9!fyC^
zh*IZkdT9i2cij|R@QTK_0<_ni$y+~4!$6%_Qe#f`w#Ktl99q*&r&up6wIAuT+85~?
z>`NADW1I(ZrdzH*s{Pbp9Le|c;54@>7W*V|B-NaI#CCM*wV@21JRFgv9=2F)2|+yv
zg|PJK=Hdz;`ws8>8=c6D$Fi;?@=iW!TM^2g&_<|{iVV_V0y-qWw?)6Vx`WPU2Hs?L
zC)o$jDw%eKLgpb@3fPRl_=*{r6L<0G<<+;al(??&xT4s`TU#G*Li+ewxj<RIgqB5N
zs=GVM=o%Ws9%?pkxasWkBx+|)kAdMsOj(^BI*qfQfDt1$)QI2B`+DYfFf7*5$4&zV
zmZm36`-aELI~iW1knlOAq=}M}dn}Vgb52e-3B=>v#cV~8nq5I6vQd8R*3lixyQSE&
z^qE8cgcMx%|E87Vc4^iQmZ|IuGJGt`L&NyBgNNM=>YSP9P#P=Dj!Tx{>hMHhq4tQx
zCroR^0UI?6EG=416kn}*2K#FceTz1XkWk0I{bmt;tH|hlY3qDJW7~1~xOYg26IVV{
z*>s=(&f$HIBnqpnh>el2(71ePKKXI^S<@aEdB4~|jpx1uCL@=~=u>19ed%hi0Z=63
z1kk|F+V(^&RW>y!1OmuccWSmwnn-I`i6OX4gr2Rza~)8L-%$tyg>GPos)JKKuy*DS
z3NHXjPAfpUvm3{3lKOHVu9D{SuK=1~6Ic8Da)tK#-5<Nz1louwsE?`NBbzjY;m1O8
zjV@r)p0MJ7n=1_grx9A$=oAIbgp^G-lLOfa{Q1Qw9EXT$+pO?(a09WU=(oFivP12u
zde2t@N!f~*@jdJ~v@cm;msKBaV_#15wpSY}bkt;rp>pCL-X*r1Z#y+F_27hqFWFi4
zewi$FNX`=*h=<5fm8gsv9XB8C$T*Tl^Rac9x(42i(cg8uFfx1sj12eoc~Oq#?==f5
z!bl;T6M!EZ2U|UhuDPPt8}0e%yDtZSY`M8oNC!Pj3Uo~(x@H2}LHv7+mu8W<(#-Up
z78*-J4Y2akdU5DqV_i>dqKR0MGYLu4jfe>?^96G<%7>w-t3^~xGuLGN;j~ZkUBkth
zF)UVU<#f&M5P!Y6M>x!6Csc!Ch0zRKIrPvfIwPLO?!u~xv}G}C?KX}^l_3=Mg`vrf
zpx-gF@m)$8*hOqq*8q~X8R)OGZ&KNY>m!jZ-}w;IWdjiFFm{yfwP~9JZ3ASB3h!ZG
zGKBvjp#e2H_b9yl#eesFdW)`E8E5eOygLfGZ=nT35N?V_np~qan|H#-ei&=Jal#W}
zn{4?qZ-ArX3HT%IVw0`M`4Izfl=Zqq-giW-p@iKa>3Cs_g>Zgij#mEdY2SbX*NEG=
zYTe1Ozc6|pCS2WSe>@7=uATQXb)+xx<hKM?M6(O>I<LiyrKcz2Ek#^QTK|Ss7%PMp
zraG;S-%rt>Ws<*M^?YZo7P6IwRIEX&cd_)emxiu}!ry<4Rw#*Zb<c$ngq8P~E6D6h
z4lg59Quv`1J+EoFvdlNofjYls(;ky6>~oj=#R8gyr4tpHb3#Re=8Kc8`Y!=XE(>(s
z(Mz*x^L!iC5KWGz2@23ZAo|9NS%^@Q&a4x1SpFvTLAxI-v;Q^m+yy2F^LH+6XBa(m
zip=U`nBOBj3~Lh3w2(|hac86vUMg)XGuhWx(^)1o{^9vx^k!IAL;mxUyRSH5Xqhi}
zr4r<BsvQjXq|38jYDmA!Wp0<UR8GVQy)#*8(_M1tT!()B4#{(L24_|s=<+S{hS+S4
zVgIm3PlfomP>6h1c|Yr=aUudl!#ff_|ADAUI<d1&LX$<*csGURS-!7fv9D8mhAioH
zXK4_u5VQ%>jhigPttZv2UCIht`E*YpkJyBZ!Th4GiY9F`sQq9X8Pf3h8qDbv^+T0f
zAW1vt6%`8&!N^wruwfV;JWgHp&!&Za)k(y+;5U-t+M;7Mo8e@-kd*WOv+3d(?Qi19
z84!P0(rxyxvZS~|6(qak7M!i8ujC>=R^BIc$TUbu9j2PLf0E8kOB#9oa1|cSIYpF$
za7GuLPnBq8$o?(XC$26Us09w&0_nS(HEdo%zUm~K@@>d^o5MYWGqshz#4yxO*C=+E
zN-U-S)G_1@0=&x?Zu*<~DrigPX{PA0^LnN&iC5ZPU0YllAgKMcO|$h5L@SLD#P#Cv
zm{#`k%AOkT^xJX@zxkb?I60;M`=XA>!!Z&|ET@H(`jrHhX_QwF#Qd3y*aV-IebH<;
z^8e8rv%&E%ZB=GE;yQT6ms!CUXE^IhRdqkYSv<pWLrI0S{7j%-UmtPCX7HhNCKNCE
z+5h(u&KtVh8AF?&K&17!M+qdiv<kH5nSQ6l5jaY4&y~RF%itR-9f6?v-9ZhdZV7hQ
zb48Uxkas2M_`^UfMgwaldTCMQ2>ZG7n)?%QgXEi*dZ`e{sk7edRC=dx=uQ1o;S9T)
zW65A~LBe=sx2UD+;G5=?lykFm2M?6Cn9WH9v6Mi(PI2YW%X=;dAmYKOJw>pFlAoP=
zVx;Q)?jjF`%G^7Ol~+87s!FCPLOH$iFl)(PYdj&goQ2_^{n@M4Mi$NsSHCUr%<JqZ
zzSTv)9UR%LS|dNMTBGT2`J>Ui<BqthRHRX}{8U`=vE-Ftjtm8_gAhY>nZDF4?8`IU
z7;z_4#q_)@86txqPFee5zeKJaCGl5Q5X=xZ&KLbh#(E5k;9!1`hxt75UDC}jbJzVl
zyiTgt+z&!9saUs5&Lu_CbccjPH$X98EMnzO$5o&tfgLOFkle`m67;}kf~h+-^9#D8
zv3%P-cV<WVgg@=q9p6OAu)8A0Fk!A|no9^4>}Vc+PRQO!Zv&}+@GuJspk2Y`&!WL=
z4L~2Z>h2w@k@Qwe%$$>E%qrb?o1K<PbWJA4^-!`^D{VhbZp0a^p7Lb;r29pNG+!IS
z&<1GD)p^aJ*W37zhs|8=OnkOrhg*MT{?k6W6P|+4u>5Yy9Wn11ft*uCB!p~Q{XPE3
zf*W0*Rwa|0d<dy@4gL|Gr+`iu)9#c_WUL7muoN%({U3GdO!u53rC{Qhm^3(UcMlp^
zIPcG>VVc`FGb@R){h5jv9JlLxZDSjnu3yKHEJ{tkrlX>UW?chAFmnd(f^17C4}s2w
z_7FE^q~h>03$%J9SI6yXy4M-tplYG1qCHgK*Bb($^ZggSq)XY2o0FjaYr>?IL>4v4
zCS39Z*iqi!1Miam8o@A6xXgaeFv|-!atm*gqtg&4Q_ynQ4C32*mY3=cIXasx>6V;V
z%t^To7oPOee!@R@F5Yo!D>&5Wlaw^$D<Zfd2XU)uZvP0<j3ME9Dt3D{AA`JGReJ18
zjK(9#yRue}fr0FPbd#*Yaf&|O3la~3$c`0fQb7u4FzxK=&=#xFJ()>x$ve&3M32w`
zjV9+%<pAaY6CtP&x6^Pu1eE);;!Jck7it<g#Rcp9@#PY+u^vL>!Nx6c)~-dE;CbfF
z-7{*>koG!Ni?Pibg^91_uNJ~&BcP_g-9t!r0-dWb5R-hT1op$7tYl^lA8n;gA%92h
z<^64eDni-*d)g_(%U~4fte2ln*!;RFXOVhOB>P2M?Bz%oWR*2rcYIQ9XH79v${OBo
zGjlL&DaWW77h4gL!EoC^O21YlDbGL>0QGf#q44sofcgN<Cvwqo&@uWp`C2lD39vY@
z82AQP1<$;?@BKzWo?NvS5bY`nV7kbVg=tzFYy%O>OyQp593yH7hMf85aaesCx_|w0
zH(PC|OH?2(cs{PBhU3;f&o}HLb8e<fa|QMlaj8$~ZzfR95XVpJ*!eRUxAdKTMAtqn
zjO(`no#?D$sL1M!PeTpq-&4%nuC$ozZByrG-?Ks8G@%VIk0Gd;(5@$M@Ktr1ZANb>
z#1G5#dj(UxswMJz2Vk!8GU!hethnCgu7&rBYN&N7Z0tbVg?_eruJcgd<*~BW<D8|p
zW<<pdd34yjHX4rU+!5GUUCAjAHgn+TLZMM(8h6Gm;TbKJp;9>c*v9bL1mXD6xl1AV
zc(mir5gIjs(l3cJzCC2To`YL}(tnz1-8nkZku-`s_EmoXyMZ9?SxirWQN`y9qZ*lz
z^)jAuges&cH}!^bbZ5P<qFQKr@)6f*)J=04R{LdsHt+Zb>@4EqvR~PEn9u4jq<(>S
z4tx2o;Re%xaAdb;@4w}jKkI`iY(jQu&Nd<Y3EySH;86|MQ1@>9Q%FC^Pni};$$h_@
zd>7$**5!NA54}kX%X{@|DY#^bHAGz`>Y{$VKN!;d@)$66{_K`XCTQ9Af$=hkyS;jw
z7Ln(%J_B)H!wGR62mw=1yPb$?*aQ_IXy;BZn+!ozTVAwasMZSzdfl4(yZE0vnN}|3
zZWt_g1pIqB?&Vg}F%-;HVtfF7<JXERy5oceD()QO<AmMkXw#gGAe^F5=VM`h=+)P~
zQr8LyT^fVJXV20*S;Ms`kJOm%ijKRUH-4`Vu&#(7SB>Pikkk#d#-Ob5c$TxS1KU3F
z(3R=$Ek3g=>)aIIpaB%dU4v$urfx67b>nBQWl!Iu+P}oA1#*EalHt>Z&L$mclROQ=
zn(w@GY(>gLrXV;p-l!aayQsC}+#;^>2&>2<acYFL+F1yw@>uA}T0R3dYf3Cdw+8hW
z<@~BbjNFqytXP{YH&i2(okF8rbHlq_^D=N@RU$@q8}VH>f(h1afy|}-MMwXB_ZD)K
z=h|Ou>5YNjo=B`n@j|T3K11WAF~^HjFK+G0Q8b}i_#{Vv3ahoIX)uk!KVq@lA60z^
zKrWpxGhpKY%<x#il#n}J_C&7;b32{rS5osy$mCI~%X13GqEGZ9?wWK}YvA`4G0UIW
zxMFnq^Q|k)+B0ncgLJvpN2Dsh@mK8B<Fc1-DST2oN;+MV`cSGYI($n2f=nQ4#V!io
zO)V;)EoWNf<-|&%QS>Taups?eAsI@*f-G#6bAT>i{MK_U@ml%A6tXdGvD39eV~&P?
z7FyU}zTKj#z7{*lc?1$K(>mjaiKD2vbZ)!jtxVfoO%RV8lb4_ZsTX4EM2m`&{&w^h
zCC$ES4*0vl+H1Cc8bM!v`ZHYBf!A1z+~%f=+!n=QQ6U{<SEP0kjwrdtSLeA!Ym1ZN
zjXQ|Gv97YaudIgW*k!*O<A<Q(<>84O1YR{A*3J5zRuP#9k(8}r&}RXCoY0<qnu55m
zm*~vMoJeM7Nd8OQifyE|w$@_;KyTlYV-#AhG)lxI8Uc~AWgy*r&i0`w=I*Qkf3fX}
zCv|`4Uw&C4LXD}|1$E;wxdHX#W9lR>{`X+z=yskQz?(Q163N-M1UJ99u2cdGw(K80
z>r1C4k;vjfx&ahUb1M104xc;NpmrvpX1VkX)C?gi@H9Zhaylspf>$ckN2Y^Hpbapk
z#7@Y1+7EmI)31|vap3Mpq1{GSoq&%At$+bEP#(lwB}tTaCm4dnjQ;#Y&39vlWr<Ws
zvtIba%Q=;m|Bi&`o6QCf5*n-DzVOKsfEls!i(v)lsd0nxVnu79u%6)->oCO$4|jg!
zz8*f2K+F<)^&OX#nG?@bi_LIH5Yi&;Mht$Oe^<1BaGHi$^X5WHKWnTyxO#oR2b(a{
z=83_cflv6Y&2R;O>-t)d<L~fC>!i&x?=uO2Q}XkXMW(!xODTcYN)(mhfHq9W{KD4q
zHGq;Km;Pf$`hJnMF6VS_xJWZBfKrqI9@3c$g0|~KFK)_2r}0`6i`(_DD;XdyeruT+
zbhABsBLq)bD!jF-sH7Q3lDi!P%lGi}mHDFkQTMtF4Il(5yW#lcc)I}|@Z?r7U39xg
zQ<1qqwS&+EHKa+j*FRVuMA~DRu?tYquai8Hdyq?Gcg<oCtJz5@Y~1TYpeS^}xa8yc
z_ExdjlsUFbG&0N(W)445|AA{gHoOvm-8s-KXb-wn=!XJuK!6QVSE=RXzi#h;)<C(q
zxjC%3-1JrF9~9RYzN|^)%yyPaO6gh6rjNIMLz?ax+Z|{fp16OZCxo9NF}nWITfm}x
zn}*1q6GY9k2`+F&`57+J2&MhmT|ID3N$VuwQAZoCGe`(&R6V5gAdPnj9kC&g1bm%V
zdw+2~LxqZpLdN9o4dF#H9*C&{23J33-mvmYG7dE5K%@nlcjio~?VToR@3(BMDc#R2
zfvN}lHJE&ARJY%zb<w<J+&ChKu;USp1co#rlCEx1D|=FDx%m-sW_|RzQpV&dU;e~B
z@maAT-PSV>rt{=EsQXtj*biajeo?PtARohJ=igYkF>q+R_!Tbuyo%>#S+b`&&u=A%
z-qu9QHIA0#1LrB%Jrm8IF04pvk%5r5s#X_u$j)yTn`<?GRWF_9Z1+>Z(-3_<YJTG5
z9H4(Bpa%lU7c(vO(WHo*I!V{6BSZhFri$~<0CSEvPdNuib8-<;I0sbnLr!o?P9F|H
z&QUm>a!t6La|Aa0B4G7K`8eSM@m*8~SsHYV?fPT%45B!Tjq~MtwR)oOg(j?jD;`I)
zM_`B5t8Y>_sTkg@$QVx$o;~(|p>_1nB@R#BSJ9O_(1WddV<OUF<-U85+3?!6gmT8g
z^^L40h=YJCQaPv^q+^wvy{nF#@%m~cv#{(#OGmK)hdo6-6z(95#_DrbT?_-mM-^cV
zc3#U!WIo91c-X4x+I#pi(Rozr6W7c_e7Le8N$Lteyi$G9K+25L?f62Qw30uvdrIj|
zPAz&ry2~Wdbl0A~w=ov1LwlT^SNz$hkI%K3JY3v=(^#+!k*C8;4%nnhG5#DNCV;p!
z188uY1p9p7Wgw4h_bxq7REyFSErzgPqALNgzhS;|B{v0Og~9e~&R%YW|DsWwpH4i=
zS8mSm+Y(2&Tx>)TuZHMY@Y1aj!VqNGEZyqS=AEV2ti*u#&vi%O{f(%SaNV6YatYl;
z>INCl;J<7LqauM_4l(PM=#&6OF(X+#>qX9BX4R9`ho4+`e<-ZR9JCooCwN~sQX&H_
zo&t^!GpzQ_1zerX0=D<K1Jn6(7j|YF1&s-F`I#N-R#~46=+2NlN3UQKArvn<D08dm
zuA8K*f{f}#nHiFh9=pw2Ra{F_hM_bP)u`Cg6pdqJoCj2{Ba@fxfEP;7lY*V*iCE$H
z7#)pwmMBkT2~tdsR`O-Ta6T<uiYi`TkEyGtm}REtjAD|giu!@b-t~7v^Y_)2Kddz#
zCo@9T_UjqA`@@f=&Bm3a^4WJL>+ePWK0Y3o$b`{N2dAH8=8QGxVB2PpXC5t!jg_)M
zKpkrllQCc6$RDMN@37D$kZ&8&uV)n-=LF)EYkng-z<Fu*JAqW@$T!umf=JBUTwUlr
zuw<hLr%^VlWIU2x1!LOp1{*z{3I`yCVi{E8zp|ppKF)u<Y?<~?d%~_Sa9Q1Nx+Pdp
zQ%~Q`k=z<ckZMDw{0`GaYs!gF+6x-4|DGIUUoz+fN8lXmMSETSt}ScqjFhh_${owu
zo&!PFXHoj50?1>M>ep=0KD7gKi`~z+bR>P)hw=m{tE#%H9nr^V@ZIdQ&(;*}&JE$8
z`XvPA{8OgkyrZ2}Tbro8amDM7^HC<WBwqd@83jmyu;ROJ8;SxUs@Lp4G)QkV@5)hM
zO*q}^o+3VhPijLh=P@#&=J34#xDUSdLQb?mbDWRw6c7`L%bwI`CF#F$=z(Bs(g5<Q
zE~lUYBCu;YNs}=pb>2*2lo|^=W<(Ia8*B(1JXXumXgy><XOH9xmEp{T2M6uqTYD=z
zh+y)iMQPU4rAJJbc*kXR-^FrZz8wSI?A%9Mmp|TF`6NInkz6f)azWS}QlH{$f?v@c
zj77APn=DFvuNenaCx0Ryl_JlE`m7n2TM`mOY?A#w`e(7Ct@cgg9o1B9Y07a8dzE2p
zjBq7uFLo=dR4*gxWjLG|BF<`{rd;Y!AN5*o(*+$X)E-ie@El|BuRv{~tVo?<2+9a%
z4Z8O-X2kbId;Pqr`iWgK!Z|BmAq7I!37;eG_iZ3`a*}>rRrgPkq?xo!YIHzXf@i*(
zAIJ8Hi>l`TkZ2?|=aidgWf%h(5rwhu0hk4(oF+W~(TVdYiB{I7h~ucina6yIvxVg4
zv4EzuPYhp&FiUSgcxWz~JWyT!`%#PJEqk)n2_4r9eSj05b<Jhpw#lO1d0L*+YfN=}
zPF@YYE=DTv!a^71nVzLpP+r`+Q;N?)u#YgS2uUc1h*akg_ymM3LAGnCI>_7jBogSf
z=fQJ)i~+e`F&|@fa0wrCo#%xzWv+2U4B{0f$ci1YKf^$N8F69!ca4Qg^*Q@hVG~A$
zb;X!y6+ROm`F~@g%T&zlI`|})rVMJ%bmSv$>J9j^nu-O}a4npTLcg|RSb1rm7^4qC
zanJZ1s!bHHhQ<Y=v}<sGv5y#zOeP|b*@)&Wn%UvcEYRBDhnH49&UBh5dBE}&U_)BU
zz_6c+bOpXZMaF(JWdkfm1!+VNF$7(Ydg#TG?3_(|othus-S1fhDm_4AQ)$uYe36<A
z%6!QwflRkmAAkf{U%^R$UE%?>a@$u3m0ji&nN&$HR>B{2L(fRgQ0YnacP&qMx^aDC
z!o^p#*IROxI|&O|8g`Ihlkain<Wvv{lo@|(C8c9pw?)(P3fY2_2H9dKQ!0NP{Gf0w
z>l<Gv6x;o<lqR}<(Q8BVQc08vO@||$iF^(J8LL&Fk$`~KMEWI1-P~^~Eh|ohZ?#@)
zgHQu^oTI`j)>ud37xQku80NfkYNdW!ndI7tcm-yRe1|hh`H{|5V>79y6&s0Iqcvh^
z#-3i^7Wl;m@EYwrgEjFrGsM%>y0}+m)9UL+^WD&N@<s#c7R>I@#oL0*nQ$MAT?UEu
zfQBrNO^PcRC=Xrm&8Qi12%`L)CbKDC@ORTii#r|kprVIanpOL+mpzf6B(cMU&4ra*
z?%YXV&cC4{TpgGOlE+i#F5DQ+E&}*ojZT~jcA8o?BO;e&(rl|={j*Mm@Mh2a_=9?l
zopnL-qPm}b5c7q|4x_#%=P}Y%{1&_eQ2ltvQC^Q?YNY|q8GBE4QQm;R;d|LH`iLm^
z$eA2$m8v-;s$YA>44s&kE?TN-<;b(SgzXz%Gm;uv#|q<#eM<sVrK{*tu~7vI*bFzn
zOu`OCoKFI9`Ye}iu78x?Ne<B1<Y4V`$k<q=oVUM=GU&8*K!(6wTXN?4+qR~nNNfD8
zzRYK#!dso_$RV@@r+K@0BwK;tGp;(T+-JSp+Hu=n6PK2}#My-v1OIBP&3tB5E1=bL
z$YJE`4?Pf?YSJ)Y#Osz>X1J`XK({>cj6CF5W^Vo4+s_>G_w&;Ffyj)PZx-1q<K2k9
zmHNf)NET!7eM1gFc>;WBSMmh2WeGG89a8m08+P8aD&k>~@I~W@iJl@DjgVM9EEPOo
z%+0I{Q{JzltD-9v=F!YWKa}`$AjFC&$$Q#EyxcF&|1`_VyEW*2k`4vf-IW#0lX}?j
zVphbvJktG50U|O^=^Dms*<=vIWO1?+<=ybllV5m#PQo5LH^nPl{Ur90Y^^iQ{_+TY
z8I1R#vZK%K(Cy!1c#i>AS#;#SOI95i)m@I7MW80_70anA{a%wp9P55!Un+GS+cAta
zIMXt`hab+>t@JaUAghuo-er!VtJ~;Ip7!~?6v$OJA&8}hFduU%iSIzt)t(c4?9J12
z^U5q*YjNT!kog|9@m6grWL=9+Z*xa-Ek&TqtQ!$Tutr6@Fw>i*a5D1=uksow@J_!z
zV!LsNvKn9;8x^Qo@4S2Cp{=&&y)QzN69`87D#mO-IG^|P-z>&HQEnH4n|lMEW;*Zz
z<6QzyGWqon#!kw{?f3POyeV=;UkZH(f-T1kDD@mn7kebb1#;=1q*kIv804Y<Mlq3_
z*Oau1jv&URUpWQ=n>@hKmrw*wOW)-wb$BmQ4wGS<sxSpkg|gzr5Hm(As7)$9!vo?W
z7q&LRTv6dw=?kW7cRay(lyju8g9IqEp{0_PFM6PYR6@LhmM27YaHuxsPZ#Wm)9pXI
zlhWB}xpu%s<`16pP3v92RXjWa__GTg-OUxXk)RLg;+Lo}LB4fXDqJT96Q*t&7_!bR
z;y*mdj6l}n0Ms?4_)9T|CzP_Qn`x=&A_th!e)Nq@n%9;jYlLN3J4q4r*@$oOJx*P_
zzGXyjxR%3K#=>NpSoA?;RNH$cvw|Nie7v6he(tZhQUSTEifX@(%5jQw>0A!mMXtqg
zZWvTQ5i2SD4(Ng;=YqPlRA8p=PXH)x;%kYvRsV>a>L{vHmHh%ch3m;%OT{|A0G(vx
z0)m#O;tDvhLWC6qICeo!rNE6B{?*5mTS*sb1BFuz;QvIuhc(E`@AFgGcO1M7cfJk|
z?wJ+8x{e=zd|F>n?-2>SahtFOYVStL#e)JIb5`1wtR91VgR1CAX1%Et;h;o&#xfN{
z{o4F6Sd$t_JB(%1+N%ySwl~JID<u2%eXQt<)b3NN;PSsb_UU0pDnA-Q(MYCYn~q#I
zf?Q;O57XmC9KJ}!tb||D=QvAm&WST6<VtIV3*`Ut5?d?3!Oz4HxmoDVxaR$=3s{s$
z9gM_rifL70bcDaVHNIgIvecPHI_h5&01wm<-T%Ny1Z8Jd(U}{>Kxq()-6f%=z915$
z^|Ct;S|qiy4Crj8|M~+gfKY{N^S^3q$YClMRfXJTp_POvR*N<Aumg^_o$oMYa>{->
zBVmsqU=0;PLL!m_g?KYr6IDQ!zC5t1;S@;HI*>qcF=is%ah)GBFHjz52mqS#F<~cN
zcL27V_boGRiIlLLo5nW_<`iXJP@&DBHIOnuWc<>xky$)9Q~x>+y=CS+p-PO^0%^g%
zE+lDp@`R7#8>tDeJ@4EqPoUOH7#uZ1s3rwHpRwJ~-P?0AM3oCJNoCOhFtQ$xFz>hu
z`;7Yx)L!XEyhc}QU{5Bj67wXaCidxak6Un$`z!>Teiue3a1+Bt#_Jg1z|y5v)^{qW
zP-m3tKC>)D{A;}fuRE!FWX8DlDUhhobd0c+WDgPwL*Xh<#Xs2H2QZ6>pI8a*J8o}p
zDXMQ4Uv8%0-Mo0wtd-{-jD0vC$G>&FcTFYk*P;MuY4H1#rb?6gHiX~&-Wp!UOc9Vk
zSstXdZ~~~k=$orN>Ep;IkIqlGrKOL|7&8IQ1@VJ&T*N#0g8DP)J0M`I#A95!j5Unp
zg?LUc1+_iX?^d4q3@z60`2}VDmA{xZA~KYhQ$sp>rV82lFWx;95FSy9*s~N<eITHo
zMt1FhWQE<J+6w(~4!IW<*KmvpNg6eV!%{UB4$YDha0<rci3h`>p)Zei+K7wub%H$g
zsk(P;oxEx#prnGmjMQNs0Ev;{Gwa`y{mB%l;?H8TQDscL1|*QYTJ)J+RWNJv?A40E
zHyV+7o>&#j$QBk5BR#q+a_z+>g!V}6rDuc~2PZt2?*(t9+j~9#)deMfS*dM@$69u-
zzYEtr{Rh<>arP^3IAF=&tgoj5ncq&__^TQESKSzEVfMmYmAb|~jXAn^u0$8UvRT)u
zb?=GEt=Jc7LKRC~8<~@C;+YXL{X{BZ@`{nfFQaEBf^%xZ`C7gc*|j1bZ*se5?*R)g
z?5&#dWxXIdzwIloqyPx%2UygGVY3J0L}8o>XcX7_+oJd0M<KwD@(T|j&qiY#eA11Z
zlK22H!B<jesL=Fb!0nUZ>An6hz|_f{0nvX72wp;CbR*zr!6#xu^Tz6JNq}}5RBSj^
zf_#=YyD5@~GjU^QdK&rAwHST9^8|#Fc>t1b+{aP^h-Zm{lkhi9m{1AK`ihq|wSa^b
z%G6&^{a}&e?W&BuCeY%!ex}CEEr}k8ou9M6vgJAX;%9WP7I{ta(;*DJCHIaDf~2m`
zz`G3!z|U0xe1`u8DJC~_QvIP@AV=1#Nt(J1%TL06bAYUZ{)kz$#Rp!Fb2&(eWzg2z
z2DhPx_)kr;Ij@ew;}vz)fqWIgJH`u@VHEN%&e}L(YlL^k`wzW1tPqwNuN)n3&Q=Td
zGwB)=Uj5)<ei<d&-upB-JuFnQc%KAesG*6c1dRB;%qkhBJ?5&5VD^!ig#?@83RwhL
zudv@V>*Gi+bIHT__W3hf5#fX6CAGOMm$M~vMw~HX=M<m0N~dt<G%YlB$ch3DL1A6%
zIu3VrtCK~s29Lma=@r#*?RE%e7L!@Ys88g8%ax30NtL05=5m2>O^{f@Ke-fVuml1H
zZx_jn^pnblpOz9S#JRlEu-K(8&Pb7EA#j41%rYKf4_i9q7eV>)bSxa)>2QLvIEL-F
zIo9m?&x2*h*+)iCXaqnL3r8*15>T)#W2ETpr07i3;6QxdtD=j6aOxGjMQOtyO_2{j
zw&L?^#BtCEdigZXK_-o>C#)$4bG;#S5}rl0F0IbJjxreJe=(0zX{5I6)-|`hDo}MG
zD%?mcKBAk>O!<XU`X<-o^@MD7#)}flxUOo{j1K~r*?n+j4lh!f7XFW*;sAkMR-jST
z%dH2SrQpX83jg164LOl?JdBf!j`V{)*~YOL6m{sP^MW1aZRpqEst(GKq&0#AXPmf^
zBrfvUZU0o8DXIwaMIQ`0iX<kEnDmL`-e$k!`L6C3rOP0M%MMj^Id0jI{Aj-`E8Nub
z9)dlp4B@+9)y!EQL6(thM+_Zlb?I<8i2%c)AD|#A26C%&POKCW6~W~iy5JO@u2zTJ
zVqeyiO!snxU1mAXh@CPW@gU0WE~d39Fg+;lm+~YmNSqXrufeN+$>TgAPb}?APiSCY
z1qVa-2{}9;1?6z6{Vur^^`~vSV1QRsFF>E50_a}_$mOLei42*dh6+J{+#*RNR97f0
zSm;i6@4m7^#_&`Z<uUgMXB7q>ber`Pd3kuvtu^J?tozLf7Biif<H3frsMGhP4pqNc
z0VAVkl%Ha-^+l*q0kb>t$6AYssi!hgwgFZZ(9m|%&MIO{;$j5Rl6u(XYMM2wIHN~$
z>srfR8tE^mJ3@(-UMnQMN^y$eM5#3{4Wx`>jbqfDT=%k)#5YgF3tU&8XD#$uuDQXz
zG=(@-x+qwykVs3ftPVgxd^Ft}|EFEqbrav9W`MVvM{o0zKRXN;2Y&`xN#n_I3HA#N
z_=&d44ye_g3#QC}u@dc~_D}Qttc5)iT;re(jJgtuA1L-PkXX(OiR87Vcb8&yWj2ZC
zHb_r#$YhqlfbF~jAB%kBN1LG)ys#LZQXN#_*Q?cdF;DEMvVJB3OTC^09V84ai~uQD
ztG3~evY0e$V}tb1Zv~wleOy~iZT?C20@q6*Rl%}``aV@f<JRjqNhxRA>O){5rHYgN
zmF|hLv6}8yDZPfeF6cRSk*xTPHuK+aYwX8l8=*<ZSt=|=u2%OPKL<fSm%@V^SHcL{
z*71RafeM~ResJ!|-94JUSlkf49AxHgg>&|XfXC2~%is6k;5F`&163T=mXE)>lNuuF
zBNqiXykr3ot))=t5f}vi?!@4<Kf`62yl5E#9EzDr#LQj8N0hhm*?f7OmOxj`>rXkN
zr0&|FH1ydMf0$sX3>5dcccmnSb(=+t`ydrpW0kw8J^suvJTH)Q>#EKR1x8Z5zb;%G
zpJ*v}sBORx8>a<7s9h6a<y~?YJUk0u3(ZoiAeI&lZStMPn>QwCxGRB~_o3<l{M(O+
zH|4BNH%?dGgg=Mk_;U<G7>3D2<iu7$SW=8!t@m#){yT12Dx$cNq|(XNw#zNaFZ)@3
z15fX4lyEw4%ZK5%I1t=gwB+rYpZj{H1LO0zDjCFOAFu;3Hfoi<s~@Cl(PshJB|oc-
z?^HM`e>dd9*~_QSI;i-Rf|b0ee6#FZ-l17olK_iH7CZy2lmx_aAoi;UL$bC-vH7aP
z0HeRQ3V?u>RvGc?UZ39J*ET4mY+`Pb|8SUvNlsM~XB32_I0Io?;MFi7c}4&LXq54n
zST9BB1K`=~zH<tfmv6dpO1XrSGJ0`UJC|m4*x}!779h8n)%08-9z&x974Kd3CWDqf
z<Vq>d%zmkPwX>n8|1W__PuXbnvz+c}1>KCcW*PB5k<%*?Lq~nu<AlL3-=SiX{R6+%
zA<)Vbx(@w-VA_eh?v~TAR5CtK%f?%<?;g5}4!u^Q?vq;nNgHV3B-(i0C%aS<>_cP1
zb${`h2YuAtDO(e=N!x>1K0=@!kA|X(vL<>JWpOeWCl?W`go%&nqo;w61Xso*!eq;W
z4ahp1iCZPEojgM04ek4~8*`3^z<HHtC`#*EIve5I=BJT}sP3r_lXu<rzqws{R9m1Q
ztoC%5?1SfPs_qSNq}N;_?jfwz>lMS|LFN9mPEF_;T_O4o{8T<++3mLs&FuW#n;`u^
zoH~K4V_QWBe;<dP52r65w&|oGG{u*RQ+=}*W(g&EB&_Bnq?WZGr|`8UOy>h?D<mZH
zZ6|cC2X_T~VP+MZ`ou?9Cb-EfCLWUku!6;$9p%DbWb+!Lzc=O_4rrhmSJaW>9bD|1
z?2ZwyD*TMDWcd0er&G8rH!GS?Bd<;>L2)jXXcrdSh+_Gy{xbI(vx#hiS1B5cW=3PF
zl%JjYQM!pdVyysCOJsP|ZR|{+4CiO57R^8rbZ)hXJ7hdjkC69flcuW&>Jj^DC%@3h
zu6tH6I{l|~g<^dPV0IJ9Lw}3P1MMLp90<I`t0QS6x!wgLRnDH;&YjH&)@VowHDyXW
zKW=ex<_)?Wc$VE=dd?st%z7R~O;RbMqBY;GD!w^vf;|hu%ihrbdCleJ<InrT*jfLu
zW;8Drkj;{(SoA`9a^vCBncpCwO#|1_;Ogeo6Sx(qS^?cveMr-ja`)T_-ZdPz*Xi`o
zmV~VRNby$CXYHR2_O-=&kuqMcZf>e9tevU$h~&!g_bJs3k9rGkNqRKz3f;_t9gYO$
zurz~P`CT!u{24}<0vnMH4~E7Yih5&wf$Z%|UW`3*^!5$CpVgM&AvTWhY5Q&#1Zo9S
znx_~{<#x*J`ioMr`AbpxH^0;@9R9{zih?e~zofeRy7n7m_bfy_X&~m$Q2mZBYmeE`
z+)!qf#WQa8GNJ_BmV#HL0^-!X=uW2M{#jGbhNxdF7E}*?(!x;Of>*&AOJzF}{fuW;
zW}vhp@oz<yFJ|LTqf10L7s#K<a|shk-KPF!H~!bH*Qd4~1(+>fojomG&(&lU!9OU(
zNwI8#vun}KgZB&L^2ABCs9Y;Xx@}k_?DC@P2GpJ6h<M*yMJLPnv`9&#g!9h;&<B93
zzpy+M$9?oJj(o<6A#SgVoRRLO^0ysndm%6m%$$YCw1APob7Gj-{Z418Ei(Hao|8Zt
z!vfSeU|C_E^)+qxyE^S(B4;*^yt$&L`)Kbqfh{|c<Ho(3>TS3;vFT5&ietI{5(ky+
zt9ltioPEIr;v_=75wo_P`?-DIlXo)NoD(#x9Nm=Z2I*&>QsQFH=><(!!*{ypjhX1L
zaeBHj-QaVpPOg&p>hA!Q_s7P!uGyQ~0L_p%{!>x!P{X{d{N<?meM%Y!Z<%QBeSb)O
zcCPI+PS($p@M2_xZS;13t&<H0XrUFdM~`9tsJRPfbk6^kERxB!o|F2NXM|HyQn>c`
z;c<4^2>VjI04)t=P7L)WCEm2iDi$pBh#pGaC}L!G$*%w+yEP-d-Wy`<mIfmzM86>F
zJ*1yq&MU<o4@}ek;W^yPOGGV8ABYiLiblJPYmpnYkX9Qm=1ZcLm95oagOd_M*ev^;
zyB!nK!$?=DY@*zUCnt4RJT_lIY#=ZKQJ48lkyb*w+$ULqP_^taWT>UMeEPHpU!gR8
z8Of$=yK;@(*jpE<1!DL5!?=3Tk`h|E-8s^U9axe_?0_Ot5}vDa!D2+nPx-oN1^Y7i
z#Xl291cFHd)Yavg;jN^?%0}d`X1FWos*gYU9rkfEH;tt+r|c#9U?kWy-KlroRyNf4
z;|;0ro=8mxudKmOjYgTMU@T|lQDjEXclxgu{h!-c#1i8IKrd@lx-Iq(WyWPSj%cSn
z<jQbksw&LH@OBJGd`>A$kU*Zm^k)a&CHGQN{0Dhd4hteb0ZaS~PwEqN4631yz1rAt
zJk>A94Rzr(@YLVWfB8Y86~Lb*dDTFuwt7tpzQ98bVUO!Ys}{O!={uN&#LiOqkAa0V
zW0bbHJ=tj#8ZRG~UtV9X(S!wSIvLakT9arxo57|6uxV3Nyh%Y9)HK8dnpF0N78H@P
z>oexDW4RD|`g#H>n}!V1>%#3}Fo2tfvhZ+Yf69G7%4HW&bni>7PF`usVe0mU{$Al`
zt<^pAs!>@~2)|BPR9Nu>N$719<%uu-t+A^ayLv<|pBsg1#{h=KJhR0A0E6BJB~eXB
zkX2|TE4e0wF*f1V;Ht!6iG~or-^R!1*Ikhj8tjl$?K@!U(_ZmYuzjOaZ&-0BiI8Nk
z>Jdbx&MwCk_c$7|wTxcZ?wDA!33sjWJo7z~7F#~!GE(O+!|@>Mu0>!`VXM*70`sR{
z`@4sUx*qffxy?QitG78js}3f~`4gGz?nIjRK70MIS{00ef0I9XsN{+d@jv%<boI;n
zQ6?bTSwFWUQfy{vPXpzP7LC$j0k3YA2)-{9zY;pWelhE~`|6C&w(eVUM;yZT9Y66|
z=`roJJ@}7+a{4LZU!ZuJ9WeJ`3(aOL4<5Byz&Ch7Vy5u8T;C*7-HS=#?V9TX8-`_2
z%B|ubm1Q~eVC!Ni0{5U9kxp4WLApo=!}_5_pL(3SuvNFJGLoIe*?}JD51RJDCnoW<
z!j1!MIQ2#;c8Ci)7=(zaVGRn*?Uef|c&V@_u`daMJ5^z@@|Jip5=A+I;x*oRQisMV
zTRoqB6H&TRhSGR*B=ngerWuTY6=jte+p&xSe{V4r(u^J6fR6MK@{)*<91+xy&}yyP
zF&YJ1*PGYL^mY>%8ihbL-MC10VZ)kQE=aV-ng+TgR|y2SZYC0u*nny7D>!#jLN?W$
zZaA8oDk!!~O?X0opL>#ryM#H}h=lkrB<sFQ3s|)E{OQbJu4nLa*_YUC?STJj_$Ik7
z;hX)P%Tb@@WRK+bzEK4Koko!<d4(!OWVEC>d&3v0f#nScO?ot`JIMbc32<nyDB0s1
zya8lLv)}P3OC!dD;-Y1JK&9?<PJ!k;z*s_}rqL6B!V812B-9lK))Z1YDh3AcxZ^Dw
zaXd5&HHZl^0lE1n3DC7df1}Yn=lGVpB#!0uJ-l9AN8xT^@Tmrz&Q5E03@V_7ifRs7
z>o)j&X}Ll+w~H&yna*c$OmwgrQTTx~5lW~iCcXi0#~r@KxXR}H>1cQ<y>Xh=?y?eS
zoTF1<EGFC$JBMq=I4~Xeni?J_jSBkp;^yh9R59cme4`{qihm&T&z|3pp<L%dsz0`k
z196hU84yHP0=|JE(NDHe{F{><y(KTS|9+NZFJfGqWy|n_yo`P^c#7mjg&<5cq`Q#N
zx(IIFs1H5vlfWnaZ9V8O4WnO?OPYFIHHe@y<dK=(`um;=$dl2G#oi1p81UR3L|LkC
zr*gNvOkcQp#I3)ZDu~yjnMs;s-iW3z$|NlxS92vjP=op|T!@ys>qc%DD>kp|qe2^c
zrq<5_#9+|u4G94*mS=>E20vUaP`&8yB{J^Bt#gboXLl3h-E0?vQ5N6YNYmBUrfQ~~
z{|sulerZ)sBiEdBW?ZEH?2CX$!bkNfV%e}vir}Tvtx8DB%@tLD+8;}DbHmD*yRoGu
zIyjA>j3HH@9eg^bY44rR;Z#WtJ7f0kN}siZ2x0<f<K5+P5A$mu5}sV-Wk8$9^|IV1
zS3mxU(wKR$NmNvl&{&)Caxfe<tW@-kov2Jrj4K?`>mCLW-+0zB0Sw8Tv~qh8V74Ho
zF9lA!#U^AhT99QdhS&s34rheax^(UBPkXDA_Z+YX-Si)fn7Q<^Dgo4K9ZvW~-{m^D
z2bg0<68@Bh8p-<lcCTwNrPCOq<%rtbchA}AO-a}{+~sARv`3g}>Va$^lTvO}k>b=F
zV8#9B*2byGbW}#&8`@^n-y1l3`g;rSF6m$^FHvNl3F%z++pFDPITC+*>NhZ;Bp~Hj
zqCaKp&vFox{6%z{G4PN1VFy$szzA^VCeWA|#7IVEx4E_8omh!Q#)PD(S^XRXhL+YJ
z`IiN8k)}g)wAyUs+oEUsg#C~?*~+B%2M?ZO+H?${faA7=2V45=CT@aXX}?b!<Bm~S
zs)y|i?*x0c|J&oJDb!L!a37;sqd@RGrWQf*{e!iObun(lk>8!MVBILB6o$boW?bR{
zEi5nlCe}&U1Vqyb&&A{}CN~Nl?m|n_vrqksj|9&-Yl|v`U<js(U1^u%QM|9$OUv@x
zD#2J$_P69hQ{{Okv=Ufduik)wT#X-LkV!WDGmXQc)=t4*Avxs?B~}D)<!Fl`zp+HQ
zhVsO8w78HYelslhyDl}<jipkC-Me0NGfx^B&m9^2s-9(L;Y^3|+kDz^FW*sRrjweb
z%$Z>}vL*U?l)ro~TM@T>+@T1_EkD>3|A9Vp_KRP^<+z6PIIV4Yd_n5$?y~OP`>JP-
zF38v2g$t1u@wxYr_*`i4;TEGJ&9-IY^)~z!2l}8jSV(4LOHDc`=6rl1>3rd@NfzC?
z#n?J_bxXG=mB1-wYf?CU=|BD(jvoD+yX9;Z1%DY+y9Wf&Bd)e*=GKWMXH94D%dN#Z
zOcLFc;r5w0pFga&rc9>qwv@kGV3^Z-NTyvvy|UfU7+XRJ^LmlhH7g*qVY*OU!dN8U
z25nNpl+wE?nEP{$epmFFaP!B9g&29C>`6H>2CH*Gb6O~ba5goLEzH?pZjTGx>EOaU
z^!0nm*ek|ZO}XpQdUR4hl1%<TxZxx?zsjgkt*Ik3oV74yPHMlDgSx#ccA?2{V`)Zm
zlMquW|7yv!k}<F^CAvnIgmV3v^afqcEB(0Qmw9f;p_jP7)(HU>Vw*bKRe3G?{2Mcx
z%9bTCS9naw^Zw%!y$Tv~gboZHwP+10MTg<s_#P=ryki|WkA2;nyeGxUkS3^X@qDWj
z>USjQwyyrH)3lkU*odGNMn}^z=cb;{h~?|i1HXwB-!(!gjAZAIKC$=#{ox-kdyuHC
zFkW)8YWpnJ@jvXn1yo#5vo8t+5+DigB)9|#1a}4r8Z5X^2=4AOK>`GKmjnU?_u%fH
zV1v5^cZcCk<o|{5oaDZB?pgP~`_^R^i|N_BcX#jZuIgV`Rafa`!W$qv`FDN$aEZ^_
zyp(bXbJ|H7ppPgUE@6WnEtoCH617o$Zx4PU9EqekscUIYt>XKRk;IK>2~p)hne5{3
z!rK<~u#>?#Esf_axi8nFRL7a9GqB)b-{~^gq-_TdCcfQOPiQveEISlecrhT#WvE==
zX}tVmXg=!$hVe=i*8PVQLONLCVnRIU>G_r}N>h~-4DDGj(Bw*K6~}3n2t-0EsTIrv
zx2&T_Y26-v{(y;tGxn~@barnzghMO@mfq@(uF#5am^0Z2*c>kVrA#4B<dv(XNi0MB
zoj}>v_^Zu+OiuvwLh0LOs}h*5FP!(Hxoug{Qyb#(dKeUoT}!%%%YEAgyoo5<;=ZI1
z3>-L7$lKCOk$r@DZAS<xWV@<l6^5Q26L@*ny%y+Na@M*Cx@gri5QfyUz@Y(l?r^q<
z@s>%&FFm4Un_2<IZ>o21ju07k(QmCCYhQmve3bX8UPlBaNi~ZhCuw~dI-jiWvnH0j
zx$HD}J{Zcq9BqvSCSBX<6PJ`l|Jv>^e32ZCB_xSTpvkAMcj+UAtX!At@?OoT@=aFa
z1JS+xK(Vl@MMF)pPJ1L2Y(2>Hyv#YNSrma1Ere$?$IC)*DCh>oipeL!T{s?^SUspA
zRK}NWKAf^{?eSxW>TV66C;K2Ted9p_gtv3NlA#dn$h0f9B<HuH3ONhPJtz(BT_VyC
zeAQ05*IeYjDm`8sne51y02{GUM8Lc&7!)(f*6u4B<~kinC0^8MT$E20<(j`n42dPW
zH-6ea@xxNmL7D2srxg7&9V-v>)1gWhi3px_84`J%zHmkeu~bUT$vL&id$%5AU;uf_
zp)|QbX{W!bV_MQqMw4rWQO2h)SjKO^?IK&QehATX7nMK()EGy>qL?(j=_(f)9jQHi
zE(`Z+1=KsxLfM(?sMZ;X9eXI4kS8<bKmE><D;y{6iEv(3%GS}hHL0(#$f6z0nue7C
zzj$BwGqjhqO7J}`?2pCe)zK(<973r}^$3hF%=Rn?w<2DhVb0p&NZJS43EMjH=;-*p
z7^4&$O6AbEJwJ;#Wx9JgOhAmGi=m!CDb+vwj)`=jK2=kdu%2>^RjsVaCw&cg#~68G
z2K$;>ji*wgD7SAW+xkrUrSATcb|j%_bk_<6kaU3Kg)-l4V4+`Q9wHWBx1h*-Cd#$F
zY%d&czJ)Q@3V-G&IONYo8V;YQSkaK5D>E^jh2I%_?6-5VCf!kV^n7tWC!yPTl=TZj
z-8ZX%Z(1HQu>#@S=|s^0*@@{)`sY>)cmlLXU9qx`WQ-j7*)ES`uzL5V>_KPGNLw;}
z@4#>b1c`Hz&{#EQEMUr#J$9=!Al=^UlR{I&qoq=PMy0A@OV7uV?7xm-l8XP8!M1lP
zMQOA>x4ISL7|zU;c|jqX5ry?8_u;qlXS16Z7^L?f#`G;Pj&=FaomOF<pj<BEm5S1$
z)R8))ZL%fS&0hMt#;}l8$zxI-T*u2boC6*;ShUKRZ@0+?3(#20q0kleTcMY{?Rwdd
zJV9RE;24+`_L5cCA=L%DBjnsARz+pN@;n}{IGKQ{q%g6xV3Ar61<LiC1{RBw>k9Za
zcjBCrVut+HR#4fXhMM5u%n8FGV{^$=hjzt@>VYiL3uc#6Ty(O7d|G-3zXvDCG9vZa
z^DS)cQ}0~2_+PG&k8z5o<|;O@Hm?G<%bMST?3~CB5?%l=AwlToLU>k94_*4!uAU7k
z5$1IbhCeStL+PZ43A`q68m(BvGwlYj7VI599-^R&A%+dO>Z)_D7WnW5HC-snDC9}n
z-JOYV=!Opcp>G-m-$l7W#~H7nXGttX7W|%QmQ1RL;pGQ4M0g5@$J!al@;u;a;s(t7
ze&^T$lBQoOcXE_!*}P^ta-vtQjYrMc@DVlF5vjnzs!!llOkci<OCU?{B1%7xydPOw
zUd|%5jSx?fk;XLr32;DGf5y9yVt%~%A>WxTdVP%(!aL|yn2!c|ou?8+IBvQP=_@F;
z#|T)>IPuoe_Lk;eN`p5l+A%M2OO)~^EToFOv+@-s&jqc{7^v|ea$L%0wr%O2<CHOg
z8LkuuOGsu%)zb-|BmT0$Kjf*rh2v)u6iE`Lu>BwvMk2l|=b_w=+&Q-EMcR9`_lE|y
zCl8kFMvkx>Psh)^x^W7*tm*(?d1})h;0yXv)mD8iQ?@KkLe%3e@6}jbK4Sz;aNoz&
zbqrlVh&Nk3AOQFA4Aq$yu~R81(Qa9Wd=|p&4RZBUA#S|ROiis)lM>M5CCX%obTa&i
zag^beJQqv2e66C-OjZ}$l`7Fxa3zQq7o~7tH5UDG&yj8P<-UhG#Fg*55hsSXJarao
z9960uyRJmZ&<>az>3foy8;-!^&>C#kS7EWWV8zB_+22sLlbkqBsphXje-KcntToN`
zsK)q!V2%~r+inG~3IOnyfZH79<$YDP){>k!#5bDY#U0~;n{l3Tpa0t0{O#UWqt6vj
z4X9L%qh)C~Q77~3qo!^VFTVA|x+a-I$x_vNq?LPf)m3dBahIOcj$NU?0;h8<=lE~~
z1KHHXwh%21I~z@xq1@1_!-<?t4>JOUnwVodwi%hJf&<{>Vc*4(33q!g_)(2+5kF8`
zI=M>Qu*R+b**KHQXj}3$v9qE=uK{`DXsTV^_&r-K1oqM*sScv?bB+Ep)i|#@e46+C
z#G4}-<X@9_b>5qN=qhg$%o(`1uXExsUm^BB%8K*||6pZRD`B+Yn2+ys+<_LLWT|Mk
zxX^YM_{IsMJLAX~OdMJOTwMy)B4!8LZVE0AO|Y_M7-$c0Ri)tAT+NN5$|N3_E*?_9
z9vL|6EI+e7^XBo0H69w^Xfb<XUJKTA;}2LH?Au_h5fM5i@N}CQDBtZvJC&45gn(WJ
zZbTUGZfF5d>{lTUV9JwK(A=7R;MCb0nitxo$8%Sq=H~@UDzcfXN9WvIS~YGbT`Jdv
z6V}$rYyG$<*VR27V`PaQd%>e~KOB3d3eM&DbtDhqU0aV53DzASbyz#`slnrTio8Ns
zz5TlFg4<c}{|zC`62V;qSP~~?{}5-9^}GAQ?>-5cq4ADc{}uS~N3g&D<f@SESCBzx
zD`?2Yf8q%;D%iia`*Gz*C`1xQ6=OYUoLnX@4h|AVaeZS$BRdji_Gie9H+&V6*xA@a
zix9Rnv$RpL($UrbCmJH7g0zmUDGB>OaUB01R|@&Bfp@p2$8BOduzg>e33T?7uyppO
z<3AXaYVW$5Rhg0Z1JJgGAQVhoC+@F%2kmZ+u9tRb<zrIQ{|sFH1{$9HXGG)wHHpir
zMh=|6RPhP-^kC-dEhr5_{aNrYt=PSQ1FE)yRzof8FSeSvjekXS{*O)eyvFqO*^*v{
zB*S?GT^k>O53-MhQ@QQe4_C`||Mm>O=K%hNU4n!1`LW8qgOM(da9&`4sOw5^{Pgtn
z4#YIM9PvNLRQ`UYQ5hlR<HqnN>sHj(;TCz*C7xr~^_7@1t*qGq?tZe{GlhMH6duRz
z=B8?+zgLc3Jdg@VeV<%X=XEx(?$N90Q5i{Hl~qR_v08fejuBYzw%i?^t5UfAIB)0a
zU%KZDX;HI1vIDn+i9>=ziL;k8?MbzE%Edh08{({(RoQ|p6`NFEpeje#!MNM?M7b%4
z#Z;y9!3qQdLH*mP7-5Ll$TZ1x$n?o@0h`<udTcA)>NFr(*>1KOZgn*g7fadOG`nYp
zaAzJK3zHR=vvsZ~GfmZ&e|u3BPwWDPqM>5T>FVgr<X0*6$s5br%g*m8r!V4gdr-6X
zYZoFMp?16~)B~|B-{xEVLW%fX_LsVb1~$Y3|1v4flwM(Plx<*b+HDSR!XIcd%g)Ly
z_b2aS?eMnPBn2+#My^7fAy#m%1yR(WSEr*jm1U_1060#Ur`8^$s{^SGPJ0W>J+T0_
z|2U6+&D8h8BqQ8g+z336dDwWQdCGYmdlae~zP&yRS4<&Xi)GM~v>B+Ot13ysO5HL1
z0v#jm29K*!k-rdA0{q~Q9!TYLjZsgjSzepmczw1v`)d5-{*m07i~I8V(MFX#WUk3u
z6F6|9LIJus-hxI(pV9aqw{DsLF%L(t?Fo-Q4=%KM2d|xHUX4#r^Yz;<`w`O)0M#14
zun<?-uF9l1Ncap;o=bJ*T}}}L3W0x{OhrnbN_j&CDo+Qd_gS}iV<PI4Ioc2I_P7*W
zZpb@BT!?JCvi6&JcO$SG)|Spb03PSf{*8-3i&|P&+<-q&>QN{iDm&2NKd3%+DR4VT
z<daR|t=bMwJ@vLfRd)8kH-aokE}tn9*>`QwS<ci-&|dG(x2!K|Tva`!{uRdjKN8_J
zx@tM^KVy^4I}mN@QEFIy(%;{&lC|$<64`w)_M*g1{><PK@IPo@bRM{E-)^&(vR-2O
z;^M;9)fJaf`*I_jcZ)BzuLDfC{O%yW#$y|#{+CgBl?%5vl09k+-gp=@ym@IbkR_YC
zLR+a=KN885^yhi&3;%JS)JXTwT;;uz0Iek-{sq||-`bNDHrowx0`Jd!zz936TSK<J
z{?8@95*MH)_G0(_bEDJ|KJJf37Bl|2WIT+pZol`zq<?OdGHiD3k>2KC$n^GgfA`w$
z=-yzCx0Cq>q2AIi6jA-dnr>Ou4K{qsnQxHE?Lzbqjl6;Jyj^#1kjX8~_{~3WVaC6f
z5-6G6V&>mlr(2kD3p0MNAU7p)w=m-tX8c}3Zt~Atm~jg;ey<=m_~$LmxJf3rFyr?m
zxrG@w$mCX<af5%}!i-y(@jnMMs1(i;IV@+Odd9uQ4j}02sA7PQu;@l_-XOU*jW`I(
z#WFuMn2@v8RA8;s-r?Gi>&f=k&d$!(mKOAP%})K~_&AsI{u0N%jaK5kqwAH>WPW#U
z&~o$J`%qn89aKX)UE@d$@JJdUl39j^FgSnIbH#HLGvBCutVAH^C|nV;)D`)0Uvax^
zyCJ1}XR7Mp+t>8(nnsVS^R3B>o!JH;ZVwBGX%C=w@6QUQ-3nasJniIPiY;(MWVbE0
zTgJX7%5{Loa!pOmS)fXRW|j3~yX5jf3ZLuIx{^iy>h`%GDzWm@0i(aDU=Yo;zH2gF
z>gppBk~e0n;8W_|IipvlqjmWk_qQr$S5T>=Qvo2z{&Ekv5ZGY9G3tE}b^lXOPb_2P
z0_bcx*1m$*nx8KHuPQ?k&yn1rAKFcYQqbjI2edge_3k{;Jm6+<{ywAhvSEJ`m*e(S
z#*5hcYsdw$$0_MR)l${ICOxp6H#BC|#hJ=LzwB?C)6Y-BRFh4T9qPE93!+w!qAyN%
zvMhl$4o|_&wp_d_tqo72p-O(*?90vZQs-5-D}w=_6HWSoScRU0#ur{^vZ*TD#edVH
zz6ylPRn5}MdX=S{WsqfD2v#{hJ|3)wmOFjHnSI&%4s-TV9`8s5AQiXYmYlDcuge_-
z0?bNz4h%8ihj*yjIJ)OQ_^X8gbQTu=oQ2xSZdx?6we=;XrICRP&OW@PynL6Syq0XY
zx~39_7^s?l`G8kF<yA_D>R>O6Q9keS>%XbepCUsih(oeha!7JQGU1$a1}|z>9^G<>
zo4fwdfI<)ENaQHym~Am{?BGGN;t90S0jjvH7DN58zxA&RymI{yP5;o0-G14&eFm>(
z&gEM4zEV%<j{#yVUQ%(Rid*eD^HAQ7|65PK7kjn5VYiuA%TT`^nPp?CO#|rPpc7+=
zDTL~!Cu|wrF?$b|^Yjk-x;g(kO<%r>%u{LYKic7qw>jP%hgwx6U&d8*WA;Low8KZk
z`?akRz`c0c{8uRkDWQfwe|w<`czLL)K`DDUZ!}N7>ohgMgBo!8peJWJ@%w`>R=QUH
zX7=z6OB`zQ(61hTnacw;$4F^Uc~x(`LYKID@wX?QK%bb&Yu!2u>5iSDo~>2&pol9h
ze5`1DEp!7N-sBoC2<*;oSAOKv7loH#a^Nu#={In?$-@Ln8-WrF5Qdx2-rzVlv;KKY
z|6j=ry5|XkjmC~A|C6!QcLS*JR#9BcoLv91m16rISM@*IO0lv07i^{eQ&`vEhEd3j
z&-ERQb@jz;beu{4U_$kG11S>5=faB5^>r=v^hx;nk!|g4^mWXUug9*pVNeA1EMM!x
z=)rvdTu;IX!@&LPbLS4+9r(NO@OSRO-$S?ye-{Z62?+@i5fS-5$^&HNhscPC56~Vw
zL_tMGLq&Rkj)9Jf0ZpS`H^SUUgc*XPfrUkfxo(9ahJk@afc^3LQ3>=PEVNt%X!sW-
z<onPJ<!CT)u+X~T?;s$+!$a@7L+``Dqa$FDG6~+re5rGf%o>Z?GyDT0xlnNvw*1#!
z3YOP4UP#C|xOn&klvLDDXlPm4*f}`4xP_mKh>D3zNGd2QDXXZesq5<L8yFfHo7mdf
zJ2*NyyLkJ&_4V_A7Z4E{6&({B7oU)p{xKsn>r-}4NoiU6=Zeaz>gJZ#w)T$BuI|C1
z;gM1B*!aZ!!s62M%IdeZ^}YRr!=vMq)3fvI2^d6JSQr=p3<UHoE#S%R-~Z+w$R-a?
znnSK<9q-;ov_8y{Z~hvA_{sR&+kOO~G`E3P6AFK{vWBDoTtJ}!er}jr7Za>vLIqW{
zRbXYi^<iEYxlupjr!@hpf)-u+S$m0W{UO63{jkL~we7b^@Cvj}@0}504D#xHKGg&~
zQo<2Jq3valkn&KXDvK4VeuWqWQGAT^4b;POrew_8<FkQ(nG@K!Hca4$w;>{ng-Qwo
zXR7`fXXRx$^oGh8hA6%E*=YR%U3!2sV$O3kD`V(%2`4k;MIQ8%tc=}mmj(h+r^8d9
z=G0bG_P&b5zszOOFeam5PRJ9b>COm2FcQfec+&j=@Rr#WDQ!6_AWbo(%sYj4N;%@i
ziDH7?XPf8D-69I)_pqW~ieUZz(_(mQz+j;(#GP=G3%VyXVVGQGXsM~<e;U(d&Y&m2
z<gIDFZfYo5fjK}BJ`DcC4e%jLl|7JpmE@uld0P5H1Akh{3bv4+7gJ$UR4<Hy8(eit
z+)OUV6f5PurJb95$?L^KW$$lD6n(()?$BGunry4_Ze_$X@m%)eop7=2LXTa5Px^55
zeG;yMYZ$Fl%SXz2YiRv^bSnes-$Jwc*HvH$7QHUVpf{Tn<Y#39RJaPIM=!~-%RQq=
z`stc2^L-pC@8!GrdGT^51ZFPvn@->Jq9=K){`_T!OF!tr+Vk*zgHKaVWbN~^F}Vo`
z)1XFXfxNwrj-o=M;j${TC4GHz>}1P3FGyZ)Xt&MF-YwtmaDo6cT(K*B$~HJVl5$Y%
z_@(cOhf5apf)h@&T5yWmchHF6I!Rx`;cJQMstvzXHlH(2dh!UI?PS_CIE!TvG<Ts=
zx&}ckDG!$Fet$9g=_{-KnM`+pC6aN42{e*w!T|u|6zRQ6#FNu=75{a0yO@ZQl5lU)
zX!F(ncOjYevAdz3It`yijhZ?SKV7Qr9;!F)JW_2uEKFiE=i8#PqYEPFd}lMKQsl(b
z(&d3`<E>7_u-of^7NdA4V2>_poRsKD``>uYy_Z@YK5saRR)<wakNq3Q-YlM)E*Cz6
zVbt%)E@b1Awwockh6$~#FF!{0Lzf91IyGG#@E5qBZM~t*J?jJ({Gd)47}w4N215|b
zLS@TBl;t=F*uF)W$Z0q4dZFSK#(R*j!Rp0`Xrr<nOgCeNc`KLg9PM41Zd}9oBFN*7
zg*4Yy@4LGCONrr=V;{)2%A(voFbL+{XmcBKwD=;^E&9xK#DnOKMcP2VYem3I(J&_n
z!5N(r@!A&T$hDyb4K`?@j<DUOH-`OVx-MM3d(~dwu<f%0RG|8|GN3=|3RxF5(MnzE
zi~3TqxzOi9@j~*wowv%2%&Lov6SW}m;=c2A#yyqM8Qh|PAt^PXptpU_SwWWyd>{M$
zTVdC<O>sjkqWkqZ&xejs@%W|?@b|5?O<e)W<bZs+v}jRr>~AS(UxT-LUloX&t|v1}
zfBt%S6deYK%eJCTv)3^`z4&(b-iJb_$PNwzq32onM+FrvGkmdqA`vo3+om&l7EjA3
zi3I4C>p`cU^Yf<kA@ACpQ~Zc}mf%6y?!|Ll7=(E5?qt}V4^FP5Nf5zu7KUHC&o5fC
zmXKL%GZe?I!i4zNhn<?_C^6F+E^t5jY=$zjpTBdyaz4WSZwty}5l12n=s1pfq}4YL
zeK59@gMoHqOS=nYZ$(6O&=FtmfUIA^KFDt5s}c9ZK`l`!^PqE;kp%4AmXByX-k<9&
zPyMc8h;6P+JKjv47AoyB#28k+3)o9ICzh+yVw8q?{1JJ@jc0*{Z!I|0%iYwnz1n6*
zmG!;eBHKQHxyh@laPb|*!=D2W^fUkb6}8-+z_;4GpqXXPAkPG?EpM&21wOhk`cf;c
zJbB88;jXFe{C;$8kSn;xDGMTa?`q<VSPA+9$Ja0}b+hxS&kOt(m;m~g8EzjuI{H0a
zhuKe1F|!|PAMGA!g-K(XtzvK0Q<uG%rthktHg{`PGCQ(xg3VpqLDp(>&ZHOgl?2B-
z?KDUB@4q0x;LBaT5*Dd04=)K~+EQhpkn&D=6X7!WQem=S4a*h$b@n0ah(mBUIKye;
z8fH`ZAwiN``94mSJH-hGM(cs*@q%-oc5$UshCHgvdFcG-oWUH?zVLvl(|4~+CRjaP
zRr;#kG}xXsY^jX$<HfaQ(A^1oDu(ONJ`<;PN{y}3mZ0d89M~OzM9#J!Q=G|{u|cEh
zHnP?5P!uj;{513$hN$nbFlwg(%rTn%^(J!`Sf{Jn4ZZYeIl_ka%G>nd!^)OLLeo3y
zgNGH-ft&rVV7{y1bWpK6w@3I#`WzJlTkW?`>uS|a{fmR^au*Bz8}`mPhQU$l&-Ig4
z9!tAF-93>Q$B^uq$aA`oGfFdxI>cV)Cm7BMeJL-|zJBgNNe~n2#q0p?N#PjmE1$};
zxGQbNeg_wkZ)5!$20A<TmKr3R_VO1sv@GsD0t?RNJ6oiqiJuKTO2}W#hqWLxUX)r*
zq4U~xPuDO({;2y<yKN!$44(MJbje)>0+_s7KLPo=V^kCS&+e_yZiBlf{LWX;N6?2=
zvYc>4HO8#h>DDhoQ=j*MZ0e=<o;Mf{>*+7vtwFte+B;rmU7O@?I%{^6%%S>*KImik
zOi_6%g4%34FXG2k$z4lKCt6cXa(cr%6SZxJXU{YFve-PH-dz`fF2hQ6P7a$7;s%!G
z#4`Kfd+Nkj>Jv|m(NyIY%ZV{5bnbhu0iOUd3_$tv*<_sdg&+9w#b@kZ*MZvCQR2oS
zTW)n0FeAQzI-snP7y&<MypU|vUbJ)s>7i$JonuQvl1s*$cbybLDlw;vEj84}FFE^7
zHRd;|sF6jC+{B>s+2CBI+i`XyaYOOnFyMQ8>?x-g5P;5kzy-NPwGpenJ}0SZGq1+N
zWTI;}mbfTtzLj4GZakn4kZfs`!crZv!p2NgUw&8+{i)0TV~oK-50L3ncx4}$Z_WR>
zn1drcxN4=od)GIJbSNykX;KpuSj&D=QqP6mW(+}cV!+;;W!r%e4e{16(lpd)lkRam
z9~<n<-T?9l6URD1IaoG?_!_1o;u@w#6WHo7Nf)lk;Zy#(tX2SchwX5y21>tg9$_d~
z5%MAB+drM>?6W*AcUY4Gj2DKp0Z*@CEKhQ$A^3-q-#o}c9l4+yAhikcM(T!Ql%A({
z`5Ylf#5PWcHBfe4=4qLH)<yZ=PM{&GE6u$+8#%46JNg=TYs`t;DwNF{YB`CHwjr2%
zU#gkfSXTLuzD=|zn&zx+(Y~h$0{3%=gd-HBb<e>j?34vcQ#2<Y8)E0PrGyq2m(-TF
zGO3AiY=1u5(vIC-u_t-LX1JhK%2!kLICm*o5LssKeAHbUZaZAW{qb)1*NXPjLW#ZQ
z=8mkA)#UO6%Jl6K!D|?k`VU{OVU`|V!@w4%T$<8^K!kV*W_NM@r4+;n8}Qp)LvnR-
z@?TTPA(0jHa%8Y2w>+%G&jY->gR{+-yUeq5)OVC)_ZwY_V99X@Z1Yk=8Ees%h`YV<
zH4F(8bV?O3dU;H8@bx)oQ&Ux2qGBFbR_y?FPAwq<*D$*TXD1yS)yIN63Ql(<ShPf!
zo%-CFtaCcjjn|Q2-WEO?t|t**eMV2m#_JBF<3;zSmSxeuAX#^YD;L66DlOWytkf^!
z7Vd6feuTjknou9Odk;r=O;fD3u>Kk**h#6pN6-fEku6Ztjeid@T-Qr%!?UZ<_4D9D
z^(6Nj+kVr~y{(3D9kRvug+b-N26l!YAB12xi#G3AZgyv|Ub((FuKyZ_bVFh7oU*Oe
zAKox>4JhV>+F~$FF__7;p@ka4=D(GffS{A~x?W+JV^&LCB`G22oUOZHhkkKQQ99|{
ztR2{Xp0l8BO7&q77)+p1ZM4|OyR`%4I9<6EaU~V*WNT_$2>j%s6b7-UbNaj)gfF|Q
zhPlC_S;??;pxw5+s*2u6Q0ig71)(U?Qjn(irYJNyqiaogaD2kNzye*^@XRvr5k9oz
zW`D=m`i-{~JXoKzD-*=JArc|dj$qw@e)N%ckM3}xmP0(UcNn{2qA>RmaCQgO2+DBV
zSnOw{<UeXRs`ggbOuyUy(A{`0Sf6n#{p}<d_Ik`YcTjikjyCxoAG-)iVI<=p*>?GE
zUO;SEgloWg$&j3n(Fez%t-`oVW7;lf1{CK)ZYbzVxbwC;C{_I&+ydTXh%Bq@pV(u>
z>x`WJjL5|{dwTcD(*-rWH`Y>nkm@w{5H4=0kL%d|F1p97kxC*{?^mr0Hkw^pV@|B~
z`&obr6YFw7V?wni9@AAztfogUfy|3LD%qz5`%m&==($yJ_i&ae9VY}gw2??#<FO}C
z71Uhm;`%QifX8PZ?D5qe7r&#x@5q0BDLS0LToy$h61^9bIbRre4O6bYyxYJ1Wa3#b
zf~!G!*2KC)qu!%{11`6RMuRw{rpg`7=jP!LE}U}D{ru_eat*}e1@Dx*9V`rB)?F5S
z*k@7YCpOBc26Et0*SQ|2&R=n#k67V4(ALhPZcXp!Fln3ve9R7yF*sia4DO-&KP|hU
z_N9R#(G56LXr1^_TNUnYNL4u~!5YtB_I_@qdKT5BPuH68ZU@^DhcB;^xvNQ79|;%U
zO1{Yq;n0ylzo!ISdqYc)EtOD^%8QIs`3@N}F=QrX`&kTi<Cst^2G~1~RC=|afVCkD
z!VTnXk?+M3CYX*2b6GV`W5p*l4b9!I7UN@HREhI#^nUG@2y+D&onp3%_AgKxE|S%^
zez_DewSJxP5r1++8-Gvq9N(t~kKjylcSV{1NdDgtH=TlPE&Cvy_ZM)Q*dmQGxa$Cg
zX+sky*8?0;8ksaosa;z6tTPW)^3atL?*&3d)T2eB@?H~yAuSm_YF@BN#%b~9{8(WK
z-8~KP(lGwJ*S0&Fu8$&&%N_cc^Oscag_#Z>?%?-WS}r^L;T;uNDuD^MUoV%KDoE@}
z#aM5l26T@efg31d`mB3xY!x(mzjD5^4mfm2ZC4?1`GkSSUv8?t_Yu5@WsI~qTHEjH
zO_9;H$~I!8O&TeqPdnD;!V5rOLB#5Gae=ZzbUi?a8ZHQpfdZc1@1THOe(!1DxLK!_
z`$kNRWAr=SNM*AfqVbWaMeH?oKyYT6k^*VtNx>+w|1}IFqvDPSSq(WnXtZ`xbx)*i
z@5gfiG0NfZsM68`T)2b~*+z`DNh?eACrR;63MGf?N&5)iI-@R_+PR4ldYtyXp1ph?
zJ>n&C4o+O3p{%Sk==Jg5(Ts{<4U%9p=$>mLtK_5mYVM{*&pspPF;m{QJ`t(i*)L<O
zdauA#wEbvHPer+%k8YT?;qlZ&Gx>q6ta=mp@+Ct?jcsJA%N&LKrnJ~iyd{G5K3wL2
zFca!dcQhgZ6xUM6TFg4P$usl<b9nHj2(Nfc9jO7IH0+q;`(i$6_5dq~#}8>7_@tSm
zm>xgmm0YZP-@RJ(k)b0yQ}3$?Cl8A6N6b!u{~&(S5mh=xN@fIfl0;!}E3_7H6M!Zt
zAbXkknn$e75*rdC09ThG3F>@Gtldp+0-;`)1oInv^nY*S&DG^L{eM>v0I$dYAZGp{
zJN_<EW@BS!`YmRD_9rnj(|<wC%*@RGuM@dU&scAszy0rsnMKWX?DYSWpxFs_Yp@s=
zhU7s@(KWHbQ)(x+wmh{#|M=w{`UcC)`?J*j&xEhxuH+lg*?Plp_E+)GgFor`mW2TZ
zzF0ng$nx>+rL(UGxk()9)1?8HL&BFW4~$7cDIaG22@J&VpB+575*>aftlpVw_>CjY
z7k^L)!YllLVo{fOTJFaM+t2)In7@zR_hDw{_&v(3oPQW)R<8fTD6{__WN2YG&RG9<
z#`u4`D&ZN7(Elx}gtZMq4ng@qW7ORQU`f~2kl45$WG#Jj5M(!Oj>-7)<x82Dky;LZ
zS(H-&nRTu*yD-(kY6@J(`PRElp_e6qXvRxgs5Bu(Y(Iwsgi_!CHi1`nqPDP=fYpJ%
z5w^|wGTjvY<)F8B!kV4*^ND^xUW59KU4Z{qrfRwa{z)OISVJRjB#Nd_wbE+>i(bj8
z@bO+uovATaK!z=l$|+G5*S5>M-PFfnN+R>Ctk@I5yETO<PF@=L>1UlV=irfg)V(B|
z7J@ED&ZGPR45wy1^Hj5R&ZEMpTCIh6OM@^ZBx3db@l0dY2ovNdX&E7+!Jc<(q={Qg
z$L5d_;R@I5pQdaxX9|gpR^AWvjqjqS7%_p$!DyQNzZrdBc)yBZ|B*-jAc^n9!_LI{
zn?<tzfq2;ddtM8EtKy&vwf|{V+zlRy{973Z<&jfr3Rn&}?K%hq)oKYMIME{hUU({+
zY5uRHD$~fi)8coo`7#N`()*=Gsy0p*&VUrrONz_GwhSI4^eNoSf6<J?!p*|Vxc;=O
z5J+gOkh<PKDKtHH{&gj+Q6d#&?668)b6s6nI7|N145bAA{Jc6GLODHcc5;IHfR(_T
z=%>OpjO>dM>)rE<8fe(ADeBbE_Xxa&`;<+`em%zwub#j1MUHxUT6P)`RWrFI^Et7F
zTzBi(X;s?kSB;?v+=3Pr9iqO8)N7F9sp-N<4qx^3t#{dL@#Fo82S4?*o<#TUym(pM
z4Q$-(DiyYg0XCqm<K3~=_$u3jz!xuYd4F0@y+46_@gneGbv2W^!#6Q_`=qMDy|@;0
z+p}qOY^k@ZE&4@nEEo(f{9X4bn6Xe>U5y(sNptc=;QGWW)osoqM5ebFdb!HsV6@#l
z^rznVTU}#&ej?Zds1=`@{Ky;yau8laxZR|D(Ob1#o=bSL4fWt_&bR-s=9-zC&ooq6
zZ|(1&tvRfcpPUp%JAyvC8R@-t*c%*~L?z;Lu0Dtr`>Fmu)PA+P7Ab~m0o2e+N_=F@
z&fS1<e3UpvJx`R(TT|<C09iC-)UF#p`c?eQ{aWXvh4EwWV7i{wOi>WB<F$b8Vei>&
z!OXbJvCYZ!j34U7uOa%P>xt^R;{e>|t#;j7xI9$Ny|7)L<+ncJNYEWRz%87e^r*k^
zxE^Y1`tVO{ROjY~AQ#iPlP8v%>T$*u)qvz<*-8!Fq5HWU+W_Y?i|e^>r>CXAv!8x@
zbv>O6;IJ%s+F#}eLUMF9&^cQ1&MKS*@owr}1pdx>us7dvQkcqDTmG4o2QoXatywdI
zbTX5bF7x^N_+OppcII|yywg|eM;IFmk*(xNtvj=_n(8`k_-C9u;6NZQ{?nqGQpzbl
zexGZ;AJg#@BBG;6*MlEvM0B+6Fkw~iAET!T?^Bbe_w!V@4>VIJX`bMZo~MOt)_Tb-
z{39&{@58f%Hu}?K02_9`;7R<?v)rU`&5vymO@A05cm}+&Qi<yQnMQ-1N8$2e`_XIx
z5rIlNNrRth|2I~CkD3X7%<%VQBvaUwEI-mD&jl)lQFI>un5}Zq76wG%|45@jGm-ig
z-MxK{+tIk4RA?l(v;k!cx10)!K5iK<bgj8vH@+{7x2rf5%-n(zC_Vfiim3!hr(}UU
z?%d~>%RRHd;WuMyDF0TS^XGDFXJZF9r=o_P!|X`M>cWPvCIj?&Gj3lVp3Lv9%2f0H
zfPw<=E8tQ?QETQsoJ`I4Kt8T6I!EnS0AT$jfRlUs<K(Zcl?$Dfn_bcM_Q+6QqG=$@
z7LebXqa$;bQR`awqHTMo!@H%0{GY8$apQbbN8L28?Dnjx78K8WoXejH*lzyZFHATe
z9bfrfU4{N`@D=LLZ2g3@-OfZCbn}wCw|G){FCksQFt%{YrKs*;|7aU(rvDp?TRH+8
zrkqQhFS@&{Sakb{Tc$an4g;BLDqXhvSB{608&UwE`Cr>nJ{%{A+v?hJOAQztvqB}7
z7z_=2tTc00yx*kkdVblxyisvIHsx}8y7&3_reSX}zYnlIr3#EsB_bvw_{MX!1#YTt
zKplOQoTR0yR^y_(c$^G%1NP4*HWXodrmoI<aea9fXN9Um#)EweFwbv)ZntW>+_IHj
zb#@;YJX(0^G4fAeGVWePAC(98+_zQOn*ShrU4c54RXxA$wnSts+n1CKtSzct`1Jxv
za6Py<xcz-H<zflm*KQfL2U%J602@?xzmE2-OvBZFhZ(Ma^}7Idr)}ww0;cY?1?XD8
zXgk$q;;NJH8RswozG<kel*_Lzuy13lldIWBHoL(s%h`E|_ICT6TqzsxKULDewLo{#
zuhK7^FFGtz-Bz~Uz7ZKcKtcKEbpsmbUZp2)0c)n8o~+f^Lm)D>zort2==-4+i_aiP
z?bT84GWFK>Kig>vPnpzfv5JO@izUFt{U5sy5;XEJ!DYWX{m1_1=jERg0K_E3OF~V@
zkL`aFR{mr94D}LuL*Vj{_efq|5=JR~3qz>mM|QUFB20M_Mp0ukJAE7I_h010(aOe_
zgdAvB{XnLGB;O5XtWYf?;z1Ibi7}c9vi9SkAR-403jZl?+VhJG-=+0+Nn@Qx;irDK
zwazR{kL%v^?E9(<H<_#_WuX>+yH`yqoNJl@(7<;oef=;tKr~lv@rb4$fAEw=UqzE~
zEidb1P+#gn+JRtI4EM5Dz|*4_2`6<e;SjbuiZgfNcT0Z02H{H@h(i%>V1Ifb+Y+mU
z2`A^7mhjyL9Ab_f&;fcx9@5LLyt~4ny#gF(LSF}fVGDnlTavD-5Uyvp5|^Ucf?T<C
z<TPXyk<(CVlID?!k;*V2i}Cz{E^GH&2I?KJ{m<mY-s_)+kWCv|8dM23*4BvSz;L_U
zf}PxNtTLlVJ<m;Z<b+hmjtS)H49RzU#3zD2hJ~iG4mS`kjM2O(uPR=eVtNs2E<Bn&
z_afN4Bs^$a@kM?pa`~fuB+Aq?%xB9kZ4)`RP2VWW0`9)UCE&_LuQ$+~7^6)!dKYn5
z|F!t=-9o9f6Y(k~m|~M!!!%Ey{KhpN<n|&{11+2G$epMVPC`XOFl-wJT9Ne23=Gh>
z(?@V8a$?Ec19p8!;%pGZ+(&7$IY+xG<cQ&34#;i(yGs$-!(t^dk&j(I`f}WLW1xxy
zN%xbDV7O^<r%M^WxU_hZjhC>Pa%Wk>BmNr5YuOoDJE1=%=%?i)wr3gIUXIKcgRbF9
zzxCuH?_-jeTU+R^Fzjl<XH9Hl6_p}XeXL{YuH_~zaziES0*q3GEv#diTwPCH{iM&}
zm?oP`@DA?6OEl``nmR$8%521#1z@I7#Cb@wB7uxqst5gd5QkqOd-j76J@NOBmf#cc
zP>!a^TiaGIk_%(+k0S<^W3ua8olm~jvuXJB5YRI&OFFj$2S<eA)1-!1a7T1EiHPom
z)8!Qow<Yy7o6Gf3)F`cpqEl<!C+{6OP4bK)L1<*w3APh?@!dpN&QxspewJx$k2$Y6
zVHkn;O)8DAVc#>k)13#gm|NkPCgI+H)B;a(Cc*A-j@V$%&T@c9#Js?vIYYN_$s%5`
z&UM*1^R(cD|5}}r5ASkE#Ik2_mlqZBQ$KUI)2!gJ7PJr)R?Xyzi%~c#TyG8wG#_pH
zxOAA+eg2?<2PK!w2T6PiI1Mr|aG%xgXS>@v_#!-WZgjNxz!SC3@M^Ixm1K914iQV|
zE3XgDT+7quWzOY?Rt{f_p3+x~KAX;Bi})awhhlnFR;^eI%TwinXxt!c5!M(zHdUZo
z38q@Tc+X(lpy5sEn5swCVjIMrh*KwQG`F@lK}-mw`WRjy2(O9#hD#@Y7Ojd`$Rm&U
z(=vz=H8h!gxhd+x$(g<ayCFr!0?ovn&?9B}b4kosSV4ibDU~=5Hm;e@sCk@40u)9H
zYo|BC50Hnb9w65`Ik?<KguJs-C#Ckiz-CzQ)U06CWPS?r6WD0*#0W(h74p%~8&*sA
zc+N0a*XCZzLGH0~PBI>!ui}$@fcx<n%L^#Tlf5;t^3)_K!(g|)@xtPQ`L%5ez0)45
zSDv`ZpP1V}N*5+3R<_^LWcC}<WW^sIZsl|gp>AvCbZqo3>`2)DaZ)R<Z)<69qpNQV
z<$b?2HNut_cF;WEuY6~bP;Mx#uV<_yWa)&g@m-I{$;wQ^#>J-f{bYu|1@trqRFM7S
z+3%_E%v8?CQddFWjzj~Rd@f4DsHpE`2R;8`4sC$YuW#XB-x4HRH`P2O-yavYWhP<z
zQ8O|$&Ge6ZU4DKNMiD1FF$FuQ%I-%-F<TZA=I<?nHc`x$m4xXR^A>|X#QgnWi#)W6
zP#z9_pC9c~RAeDx`A4Fz2(9F&0`hyFe;fjTuV2EPiJ6mxo&CE&9$NDEpX|_|zbg9v
zlLMKZ{b%_<?s7rze(&!e)!pcnA0_<LDgUf6?Ef_2f4w7O_Fw(+_j5M4j)-p^5&x9%
z-vCs%j)-p^5#Kr@zI8-=>xlT*))LAaZ{2_Vl>PizEN<O@{8R-0kU!iyGyQ3Q@Ler^
z>&*0~Nb1&^>2Lmd>t*Z)%)WJIdV_!7dKtUn1LPKF+`^0-J#d3eZehkP%=p~{w=m-d
zY24tSw=m-tX8f6d-olI<WO55LZcLI}X~qp+dJ8jtFS57Nj9Zv-gEVgN&s&)B|9hBm
z>xlT)5%H}fVyMXe))DcoBjTTCzQ2*r&2|6JE8q?O|EJ9VBS*wP44}SSMg5y2;veQ!
z|H)SBzvUs~M$C5P|F@X!9KWo){%$JuZ??eyehxbMo|AH0LPufRYZXO1^T3mJtzlE$
z5mVu+4eaP6+R^eIm#y5if};s#c)^e9^3h}@WOc}JWQfQ<VPR+yVMOBMq<o%O7*oKw
zXAf+<9qT>n-DQYU{7!n~_xpRV6Il*EpKWpM3=qPqgf?zZ*J$;nb|i7YHC(NH7#8-t
z5Nj09zF6&C{34v~2YV9w#!voaAiU#)pFHZFZDLr|jO|qNP+`;zqPtT7I3meufEdJP
zY`DZyPqRxJQvrBE3QBEws}(;hoK2TSX_aY1M_6!Xv$5l1iFW-tW*e!N0UUKGx1NxV
z2ur@<IGn=&L{JE8Ve+Xy=_if}C8sCB#}9n+t|;S`I*w*P2_5?LTWd(xmb2=SZz^Fe
zA@)k=8qIRZynS*AP&Pv?QIEws8I_Nfdj8A|=4<)`v^o<_N#TR*(3VI;bBqVvnlByH
z97etp6Yqa8#O5oQZ9gn=QQ5^srh*oTm5x`=&5papzZdDWB|NaWN*FLt<F0Zw2MkO&
zX}b(q|G;X3c)xl+Z6Xsy6l3J`Ef`Z?<9KVbtaLl5DS!0}VJ%va1A7^nH%inQ4$hqD
z>lKhH1D~|JDh1)VBWXPnC9fE0LHn=_y&~#BZapS`H!}3ZV~Uj2W&2C319AD|-PDBC
z17YP6rh5)KxNb3u;Nb<s>4Ki^55x8f3vWKKow045mo@F5kh25XT>=F*!`&Cr7KuRu
zCN9m?dwIDi>$a{qs2LWiq<26yiRzH$0}9v|@N!Q!mebA)brrZ#rYML|uZ>!g%8-TE
z;-q%v2yBOr3-<F@Yd|x*eHa;jkL6|~g+9k^Bw)7?N#={TC$HfzAIWo1=x@e&Hf%<r
zDZSh1u$-R6;DS{Yv|s!bOnEZUS$mwDzZoFRZ$~64%>Pj*e|Khw8J>WP;pspDB<re#
z3On_S{~-s?=n+ssb?D0@WrLjc#E$k@hr}q_0gEzzGp(1Mghz4&`=k$nZ#V9njGH4%
zLBLaHyYJ@}cuN$pSF=HRh+wf)$~y3gv-}w4gnr~@uUFFgvrASlu{Ed{|LeIqMm9D!
zx1owxO>hc043%?U&CNpj(<>`0Jq$IytPN7oOj*j^vmG%pF?5Bs^2$aO%6Y2umdSke
z<5as=QVqds%SV}H?ikDA4YLC-vsdO{;{XLk+x7VI;`$@Rh|NA=Q0G9l*^@kD&1e-C
zCTo?{5rpfyCno>{gBgCdx{IYUB84I1#K>|^a)B$M-6#2<K5-t8>4H`_cAx<h*d4eO
zX-=kWLya%MT8_!Z@1RjBQk)jvWuEDi!LZ;Q(ji2pxU6TF2$452_7oy7-rrafI`59S
zq><34m7#DqYhX`?7~kPg+8p0d!90!!jceau8orZY6ty_nQd%;G<cRl$N;|CAsC9OA
zd5lBnh}|hl{y-R&PcI4K>2i{7KP-{58GNL+va-YBS25GRcOBv6Vg#lkFQfQb>0U^2
zXHm=0set0sbOc-<74z#|w6vy8J4#JDjCuC?j)t{#$h2^fudvDZMMj0ax9f_a%q01W
z(Y4}32|5TO;!`&j=lyIsTmSK6tEvWlnw^;aV)#A&5~J9$_Y=B{3*lX#<bvH#I4B!(
z_V&2OZ5~!wD!Sg!(ODeHI4hN>+qFgVO$>WqmYuz}SvtV}HXz}2w*~crM^a|race@!
zTx8I3+CJ8JPxbklSS~XB-P5^}5<V_~n77ZlIML>@^u;zW`gD^Y0Nbej+Jw&hGVW>7
z>I3QL>VZ8<&pH*=9wJF*@8(y`MC=xkh45^1vKO0dG!2c9kNZ7#h%*jkG3b4k4_J{4
z@Ejr*Eqk|Jcws`fpNe^&sJbD6IL&3AXx#Cb3NHU_Ejp(}V06m2cZQJRk}P|&Rk2ct
znr^ma339Z-s#r!t>8iY<TsW=0!5)?Q@nf8j$cslD7D+9|HgWl~sr>4g3wukEvNNR}
zQ_IvVa^1xuWI9usgM}E9%jw|)kKn}<?p#e-7FyK0x+IE^syb)syt8DOg!Bh&sf6<A
zskohrS;t{og^A@bhFUsR7Lo8IiCvg|P=8^(oReF?j1ZLI)bfyH>|hZ*>3(r+zdfav
z4;+-`Kl`Yp#N;RM!wdIp3oxTvZ^#%JhYnyym`9y(3sAM6rG2ciR=h_^{qUJu2KvOc
z`2_o=GXJC;y^8&K8ckF6`ND~_viVsekx-NeG$aZJg)%&FH7Mu-D88&48lJ=@*H^hf
z(^!f2vmCM$Hz=GwY<FkYtS8s()jTu8-FI6T7Oje?3)OoX`PG&Q{TLJOHr2)I^f0Nw
zs6g`dZ^4vf_Xt>wXw2R*5|<*}gZ+q>`4AxnPbdmXp6U`liu85Rs2`riCiEk@Dvad@
z5{~P`NMGxi8pPi{jUuCsCF^F|qf9MeQ<*X~a(1mEo=Ins@0Pt%#I+~e5vuVqn@?O~
z_H@ff+Cnd<Z}zM7s<t{U^g+vbH8<nB6D?Ovwn?go@Ko1DS9cNLFiB@3pzbc|XSo0(
zu{lr6C;Lfs9YiIh!|%z6c-*Ru!4_g^#>c_3jGf^Pa4(Z~F49X&jW)8TOdh?IPL#tO
zzw-c+;h*ns9U>Hsp&r$r3Yf)WSAPxDEvO5^WzhVjL`O8PNI^|ac+e9yCbU+1f6_;W
z-pFVm*`MLwRf&SbsIT~>5~F=KhCK+vtUnzxkr!~cSADbX^i|?xW~w}ay2=8i8F|Ne
zVij{It5e#tC+0>*oL7fK(oN}9{E*W{l=0H8<2i5C9DB+00J?%Anzr0AAsR7K*bfZ@
zJr4U-*NcV{4_)0;^9-|;jXsm{dZ4QW<#%4tIg0yXz0-~sXt3(~v?R8w$M=l9^Z-{v
z564Ng3JCsIV|+2r<W8s_HP{N}mSnKHB1u-wNFyU7nU|bWc{w>H%tUy+PDSpNOg@8|
zEAE2{QPMOvMA%Qi3>H4mym;{7?IE^x-DfIWhDq%aPR6=sQ7PKQFWudTgzZ_rk^(t>
zuR32=8xK*@S>>!@Qp*f;?rm5%`yiQ^M_7Ohv;+k`-IbVp<oVMv?%2xHu}Y<IQ3#eY
z>g$)D)XxqLdwr4|Me>ZqIvvP0+dMP({Vb?dI{pPwyx2uZTxrP2`E_|Jda9*xh`e6h
zSewL{D*AM_{Xtivv~Qwi{dn056xK{eVHCbb%y`0$z^ht6W}YJl`!cRQo92r^TjoWE
zz4WJoVKVVxIas-F?f48Fbk_WXKmpnsvaITvrn@b^bkv1HA@T%|nf3f>e1=<FPyxKu
z)E!8E?Yw7aXJU`6ebf^_HbBlzbv>R^`pN}lO1y_tqg1w~RYxmLM^aK4BaYb`=UD=$
z(Y2e+bEY2=yi;Di!|$Gkh10Xgvr$y3K({ARx^p#~irnZB$G=T5xxn=3N!#w}r}U7B
z&SEl`lWp_vh=EqvJ9pzoouQF)N`XgeywG}{7Qc~>WzrZ9bD__##5G3m{bD8~PLB;V
ze<}~}ORV}v9KHlBA_;i4C3B$=(TnOieY9v>3hK{AQaoC>Ro`Uxxsy@m*zwpg4o*V4
zHEc%o*rJV<C*TERonpS&Ac}bbw7&`&jE90Hmn#KOMpK+xvY&W)Sm-d&Du$oBuL$Oz
z`Xtw6T(DS<cZbM68R5TDS6W{j7sf0;V`QT5mqPQ;H#f`9v$S|%Yt``V1C}cV5)t9+
zqxBJGqcTZZDXFp?tG$Ib<&5D&JRzEiN7&CI+8MS-Y5dG!oG5Wc&4eh-ik|a{e5JcG
z)?;2F<KNnQE{y9Q-n$T_d7srLL^w3GhZcE=r+(b`f;RAA?`lzPfNN;}Wdshp4vj4?
zRn#aLoNCieqihwi#?DSkTcCJ;1O~>oDZ%k!85Eev&~f|9ou}HCQZg&SnSCOJIl^W&
zvHR)>7nho+8Vd8Zpx@zxQKkRHiIyZ+h(~9vK>Dc9F(TkCTgcs66Zy@d79V*6cPNWg
z!ipcHPPUWR(n{v@Ti1Xw(6_kS?_td4GXI7rlzm9{RZi!ivzw-tlPN~I{NOQvunMkH
zB0*7;F1Au~tT}Tjs4<RsQYaA?6{2)1XQEs5k<6hxil*PS*le7+JWsNtt&J;>+E>n`
zJZ7SCCHZQm&+R?i%N%KR5YW@1^}a9|dr!CscYr$yJ$1a<Pd@1hW9_aGws_{@(~7Bu
zNQrpZksM=6*4AuEgHmefXbvz8Q>HzdH?KcRN^uxvMF$^x4WRfg@8SAno}oj?k#&KR
zya8cOisJ*}$LwxTGCn}AE)u;YrJrl~Tq-Pf9~OW9JlZXcALu?rmiZ1!tuovM1_Eo%
z=Fvhap#p1{=!r_;Q$VofjAre{K)1WBx;2Q{`qIr=Vx}Z7M^0@zvEP57wJ2>^^s)f1
z9N6H&e@4+VoUJe-A8~h8O-)V41kD-RNYMj~ews0-FX)Fycs(QR?3l)@k!(EH_PErJ
z*kv-$kT!!wPBYWRMFihi)0_`wcj^0hTk$uO4&W<CH9sY`L!zeh+F_f#ld4s7bv!9;
zx(j{*rAcne?7m9Hh2V5#69xS22U`@}lI(t$<e&WO@{{wPqv?t6wF-8r1_;;1bh?N0
zQ$KOTZw{8vMUZQmENp<7%yy)uk<sOUi(}H=>@l&_Ma%%Kg1>!PuY*nJDHmg@h#|Ll
zJ$t&apecP?7#$t@sbD)k#WSnc;cH6oD++#9{DLqA6JXvqtMsVzeD+9Mxm4F}E;<yE
z^CF#=;mZgrR`_D+U*#rw`?M=G-+hzc&x1z_Pe`p9<KHlB>*BlD^7Ms-*TgfJR~1$V
zU@E4w5i>&+nM&)|>$<ijv+DKk6EP)klI6>rP&b*Tp1h@deuAN>{M--aao(dykp{#m
zJ@w=5nw{f{Md+wii&j!25g}51G67jj%g;^>RZ?S0Vc2I4%V(d#K8vAXbWinrH`hPW
znYuV)v1SJ^7eFwK^-6uAV%8&<#c>Yb5S04`t<<28JFI8zy7;a9!ZUGtQe#=Z!;lqR
zTpl4Bxef@tikt#~>T~9&+$py}HE0PEUC;<?g*t<$W9ee3bV+p=+coW%AK&|w13jhb
zf}jh0M(mR<eoC#4aLgz&%*HUw{S__c^@~zJ3emPfiH*QMU3fXk4ZOAZW+`dj{Z4Y}
zzD?LO=hft_m8e6O0bbo9wp^9sw}T@1(HI$#kq*YmC1Nz-b##FUGF3U#3k@~u4(C*v
zC+g|ppr8km;fAk|>A&iWJb1+Ug%ggQ&=*E3=Mw;m2DBbA%L}}febj!ue)^sd?2wP)
zipKfHx`q4<U0xy)6AQMrOUE?e{hI|<skbA-YRl|++{{njwj^3qcOfS+Uq!rNV4~$t
z^*A?<7o=2ub?2Gv+eqlj{J>V1{L|uQx(ut~Bc<(OYdJXIzGUBW8d0VK1#-W|hTdvq
zPNo$VI_o?o<@+L@A$XD<p~Qu+djm#;M2lc37~+i$*mFIDamU(mddg(t$Djey8fjxQ
zgz)aW%t4%}OvWfRBa~$M=+BT?C5Jf4ig)WjvjTb2N=agAttpN-%}Iq&h)z^LqP26m
zY1`YddQp)1%4;URdqAV}N~HF1@P$dJL4T5QwC#rSwGe6cNQ%RRvGPcO-LQ@c1jfkY
zzCYMZU9H+KyTyd1Tisg(aeya;%d&6`1?wd+V23A!V(@-Sh0L~XtG~<OidKb`4CadS
z@S6xzVZo;|Ur^KntUmjHi1Ofr?u*z<skA+bg=9MgN#qNR!$}rrFcCV-)Z_iJbC*b;
z!9|+o`opG0E9EM472?af*-0${qcwz`?)3tETxkrbMV)!>)5N@(dgYZ3pt{m*c^;;H
zlq1F~*?5L|Q1Z5e82feRAY_p<EuuuhzF(=;Mie6h8k#QlSrKXF;d8sxU87GiQno0M
zxmn{#t1tI^q;sR+`RKE3hh3QzXJ)obw$rKqKkU6lP-OwrC5ZEIcXxLRDcqfhd*SXp
zq;RKjcXuz`3kr94cX!vqhVP&5nTYA$bT4K$b2o4E;w~~WPToA3d5(;<w4?q`S~Qj1
z)7E3iI7Wv8kZ$M)G9O0UV;#JC$`VkTR^oii$?z;>Z&gTRPs-fl=A=|POT1q{mEZFB
z@@|5(B^@I4N~b-8jev98DN6$F!Sb#%nhDHR$DJaZ`1%H^Q6c*9@2ID}=Wi7)o1T?A
z`E+*piCZ2F>FMbu3!~zpj}ZkDmpHnaTg{_&(jc{?#OPngomcFweuUZrPeEEE8EUQQ
z$DM{<t{5@Ob1g|GEE#GYx^D1gsstrV>;qKdl*+QHTOLP5yb2mnXEe=Jrkx-E&J^y}
z-PY_xVm4KQ0%kf58Le&?tA;vtP7HZiDcY_kdqreWvbKD6JZ5dLf(`IgnAIfo5Ja<<
z8S+G;&?v2ZXj~I;Lh<7mMoA^b#VdZW(2CD_4cOWT_hWDaF09#U78sn%jlcWE|Ku6#
z7v500XvK~%PIsWJ#d5$<IkMnNdLn11$>)!)+PGrP54UPKrP$6>i3cmo*3|rc)Ug|l
zitV3x{p$XrPl{0CqL~ch3N5hIRqSp8V2J@G$*)&k22~1$4jng=ehf6zw2P$a2T045
zcLUrZxrzM*)QvD4J#v^q3=}9loMeyOB~si}x3omxtdqFRN@6u)W@82aSzc2N#`Kml
zBl6mH2lXwj>mxq&BCtHKA@oZPG%2KoI3j}rB`f)D`QnYq><^fwFM6}%od$4)OmeSS
z9Cjv2uEn9owLCmt*oFvABIIepCkLV)2@8&HR|w<Z&l&1G`F#GlypGZUb8OWYsk6gk
z6l0`+43;!DNY*dA)msQ(LM6-q@({X*+t&Iu_87dum*4+fu-wv`K|QCf0t*(_zR+vV
z$P$pd_x9DOXg871we2p}ID!`_^EAeO4=Y@ZAqq(AG}s%vK(3@I5ZW;>keoKVP){|W
zEEZi6cT`JJ5WMMUq#B<zpeemM77b&sP!>5Ukcgy2e<RoTc~H;2c1|M`5ZE}9BH1MN
z*hllLg5LDLQ+QP*Yj+$jN<nH%T=<zahQn%jSP!Etj?@*a-RbrjM*sDB?|5XQrZhT$
zWRdNf@~(!z1=^2|jYZjE{oYmy!PUyTx|8e&2;OqvL!vm+iAcOoF4^GxbA&KmKd5nz
zvoxk6&XwryYqR2(Rd_%F#VtFW#U>&ST^u!TQ}efEB715mlBJVJ+9!^Sg0U3&=kQUE
z*JY7R;yE{g&EoI2!wehm$K8TR=3S`@r`_v#gdynV+TGXOVmnT{Qsnibm$AxPQ|`#t
zk1cAV#+NSddu+~p$%P6rF7jL^9ohqYv|Nk|GsolRt0mm;Z88e=0dW}ZHX6NOo|Q&y
znO{#*QvbK7b;FQjdGiLc<@kTaolF022kW^^>&xl`)cP(3csNuog(T3_z=V~BGf2_T
z)m9MSzWgY4z$QXuZN}7NXGH0O{9Usqf~{+o#R4PZP>3S$Fo68|O<0{nD1y(VY0T0F
z{LBT##DN!OPfRgde$uTV^0OSlvWW(iDuEZYI8bmZxc3J;T?X@`Z?qVu@^|lN$0PUd
zu+<u0-l_4QS=pt|iV&0GGHHq1xLjF64SB9D;Xa*+Kze@~@2uBq=J`>Ob0W`%i3Pa<
z8nQ&*d&oc=`^<qjrm~Kno~_xfskrDcOOVD9bRIft_p&8G)$!@jwwMba%;)N7)lwv`
zgG0Y~giBO$)Aw-i$fTU-xZ86UcE<&xmj(A39g!9RNwi`_i7)TaY|;P@<Ujtk$V9om
zrq6<Q&)JTZ2Ro_K!;#xlK3dV}BjDkdGTAY1<Hf?+ho(b=O%EUKn*_l|^o2A<4@D+b
z5nHskv$e=p0ESp**`x9F!in;eJ)fryoL=TNwUFBEt9tb^64lLfjG3i118%FnDEAO<
zj6mwn!`&R}%aT-yX}kb#{kjX&iG3YOeX<~Ob3tkkfs*D;!$7je;V$|b{7<yb2T|#T
zp<02sg+Fm&%(62-f1WST_!f8|q*3s?l$V!7)gyy`T&y;ob$Hwbu7}N@p`ESqOZgK*
zlyy`D#UN^JC(?fWcsI-RLkb`?BS$b_0Oz&#Hp-r_-d(gX>A)GucU#tQQHD?a;*W-%
z&p*$hlaakn9k?XTFW1|q1Ya2im5?<x^`yZpwmN-!+PWsR4~9y^Srz6IbU&>I$+Cj>
z85HjeepUPm3Wt+`Wy<o9<DpZYiscpgQDZe={XAP3GkfjI6#Pw7Lj&F4XSLBP2nMM)
zjsQn=dd%R<U$z$3a7~7kwDa7(<5#V64L$D{$$p^Z9&Ga;Uf!m3&_q7wi<0NXB;Hv?
zyH+|~Ex*A{q}a|^Lk^K@b%Wwh`r~HJKe!KYr%e{yL8~VEBJ8WP@nhNk-+T?2>?g`9
zMUe6TL|lODzso#xad2||U&sFcb^HE5%xeBuOe6mvI?w-0lbZi_c>ljOsadvCrBp`^
z*>N%nMpKSMLtQaVln`J4{6x767Ze+erpHaMu%_&tL=jh*OXl9<Z__(ms0?9ZuO06G
z6o4cVXje$P;d+cEcr``VxLgw(YDnV#U^oR@JgyKj=A4m+YJdf4@8<6U=jG(&Y6xDv
z$!+vH-GUoXp-Z)3{2Kv;pfgf378aJ8-@iNBT3D#-z5E=WEheqCA=snH>4l{~cz-UQ
zo}Q+1yjIlJNNKfc>+0^M`Gq?vX~`y;J_HHNhN*~r{U<`~OCq)_edUWsU-No(i`(dW
zPhnu@=HlA#L(|ehE&e7PqvXyVLdhiJ7~DYkx2dVAq2X?0-0kPjE)paCqhBo-7k2i%
zLn@@!T2#`9{+Gh>Ab4mp%1{e{%B8r}m$fnpAt50#F)<O*J8N&pB%A{~I4lAxh=H|S
z?ni#y?Ed44#DdB&jMD=8)SH-N)-$v(2n6!<^mKD`^Y#7MBfTqFdf^omL`Fc3kk;HU
zyTp|-(rd(2jOT`PX~bpzdcGo1U0q#M<M&VaE&|6R4vY~zo*d*t3u7Y^bBchqU>y*M
zI_dg{wg2O8+}^>#&!hgOKGojdzIGT=b5=Aag&gZ!E6cooge>}(OVLA!IByuXwG93M
zDLUE4#>V^ihAs2QSBjLa!_2S%=|DBikQh~Ee7((if6v9tTV6v+EQt|iiQ;yw<j%N1
zmI0#t5E%K(pU>O~xmS>(v4Pl0#VpAW+2w0o1GS)0)M4ScfP|n<JXNaD!VxmWo<>Z+
z$@7|=7oIR-Zy_Be4$<MLx8Vdfbh5^MTr!=w1PWI(GgFmfKF(H8THb;XOE0J^L4Y(Z
zc`!fiq>Ffo>clb|5n3>W6^_&bR-EFGa!0I!GSl|rXD@T;gBB`rT{$l=FV*N0t`ARN
z+n+@u`>aR>to~(*F@&V>WTK=BOla{*c6_L-xNPV&<;9}c(+;Q+s2jM-V3P20<CWHN
z$kMd%0jBO8spnxXoKADdcftTgVNU6;xd78^jZzDJSK$hx!0D4?(YV|g_!xWD@3(Ex
zPSZgIP+{pZ@z_O&)uN}QsC67k-`9+Ef@8>CXR6dKhi#@9@3AQff|*17XOu=WE?HX3
zf6cy9C1$yq9#mISUC@z!^9pdm_FUx!yth@vg%Lox5^QXdj0|rH!W1;~ks2=!qy*;X
z-HU1jtwm~#TGvXhjm_SX4hy3%C>LEuobpE$tss&2G{{rZL*;kj*B9oBgrL`<%&z<b
zM{981cIy#t(p;QWIC(+qodrMnq$*yCCVjW3U`45xX>%1z+j6T^6S~P4t{4ADDv65y
zhxLY``80%=>6k`x^F>E^)lRE8xodi%E5%}W>EmGw;vITIedxvcqX80KqF!p9wzj{&
zCSqNeSZ$|ELi*1?QWZO2e7#;Sx%Yd<kMoeWO}0VW<-mFKA@Xx}uV@twUFrnw?3TeS
zzL$2m^2adCgRJnZ1MRn$yE`-T#$v3v#*W%C^sXrbc2NY;RAV%^aT>;i7hVrG`O8{S
zpKGJry~ESmAl9V@>`5FvEmOnzfYhu2KQNtFd8z*y0RIP7{{yvbY&`$By32p5jr<P)
z{NKb{{!g`+|1N04qUvhw@?TOT|E0e|%A#py`XzMrKe+b(FG28sQ%3pUg5V9WAloqz
zp$kQj2QCEynJ~X89^QR_0%P#N)2H#9`L6srf72J3m_Od}oW*WdE>(<<Mny&aUhvv-
z{#+4Ss{=4XM0S(c{{KJ!e+d3R&w@87z?%ij9?kWGSL-vx)S90!%GIR6*5j?mVB0y(
z%ZH&$_G4mjlRYy;4Y?A#0gL{RyGdBhvA=hUat^?ngC*uouA2|Mnv1VCy5;FKB9q|n
z_t(XsOl(27yOb9e?<>dir@`kV7L)bYza}3zkB1Cte1!IlEIsd+Q-UC;-~R%AiBe)~
z47>_iEd3PThXL~X3dSVsAM$`L!^l5Nf1f|wBYfIq{j=xPb34j<AfD@YgoNBU?>M|%
zDR4GyHofQEX)HY6y_W_is<eHbpPm%mC)PgSJl=4+h}%|#k@vUSAGp)Dj`gmabJ|<+
z4152Q9MUu>rDp7Ux^BM|bIG0?EIxA&Z`j|+K=n4tyrQlh73r1u*w#4IN)V1o3Sz{d
z`c}yUxA0SWbKxqK2s0%)4?8zz3a4y6H_G5fC89I6pJF0$;RHh~KX)J4`bL`aVp<O`
ze-iS%wcS17*AO-E0YAr5Zwv%tQyqYQo;oxnQim}#275E_$JOA}^10D2zgG0d8NItN
z7z84CrP~qI+Gj$4)@gdAaXvH*PQ3WP|G3?wU`@x4QJ4%}+tD4l-puRl!FD=nidH-G
zd*@f_NG`eNuiPY1JL+n-dLYBemAd_dMrX)HA<IX>-lh0RF3HX`wx@r6a^!c%|L>vI
zUE$pr8z`HcDL9}0inHV{F}h}&81#8-_SV9(cQDv>pEPwdS7B{V)ZX>5<eM?=eG6;3
z@R%M6^NhZJ_0fS*BApp>e(TPN;V9W#){438EO5hFRp)J6I7o~?^lVY!z8;<ZLWGuP
zns|vSKOu-PH79k(ZTc*HAlNEF8#+R=Ob$j&z=j*GQX27S@HZ-{suhZ%%w^&CyD)im
zCOZLGLrqn?Nm6Yl^(-v6j~#`V8NYE>e7Wn~LigR)1`!MDM`f7d-fp-0z6Jfot6>^P
zvId*6usqkEozeju(C_of@6(_wO6WOA$i3}t>C($uvHK{ei3&Fe{O$*{PtVAT4|Tyz
z@do7|yu9N>=^~`LFAHIvSm`Zw1;R?rP&tmhjbp?5gV;Qm;M{1Hil1q3c{fso%e-4e
z0VCjy)>f%6<p#eMZ!!vP#SUS!KVfv|F}#W$W3<%D>ff(&LlMl@T2YDbgywwo*XFU+
zMRAnj9x81cPP}?L+R%a$lF@G3FqA=LLAzK@=_y(Snn6<}A3G!;D5*Q<l84WTQPGj{
z5&R9g%0eqqxtd5(Epd%3B)f;7?l$}Jyyjd>2iF#}Kk9wX$@5>5pdn!s0G&i_V6C(t
z$FU!@H}60bPGjJN)%O@_?Hs~}6QA5Y-M`=U0!<}fi9!*|)#F3Be_HuAD050FcSMdn
zL9Ubv34RfxJ75r`j=^8nw$?w_b2-O)r6Bm50YfoNO8+=?`=d=LHfP1m(4$qVKJV_7
zdaAL0<Jx81$~<{!$_a24o5T96a-U06ZNKbD*Ua2xeImm5JCbRUwFBR*kW)+W`vdtJ
zuKFP~Jpg!s_ZyPWn@<p)JwCW&FYXBgu)5%0|AC?6Eo+vNHb30SJW-DS-5_`9^O5~_
z;hiT-PZ!H^^{Gql$qGI=g;9QT{5T;JZ{t%?(%7zu-Pjit09P!6@EC6>SIc8=2N=wI
zV@Do|VqJN+nGjSFsj*X|4jngQ=Qg*~c?~-}&mtiKFaM1_QvVUya*8=5`l0kaIrB0I
zPGF}4&(M;q#gebJVSvBlZ<_@5`Z^#zyaF|;)>^&Y@0P}IS9M~R3OS5ngGT4wUGIS&
zOb3txQKp915)w_0>-JNDd>shs>A)bw6~TBd^do46Ha1SRfs=_9Cfygb@ZND1mJN+?
zM(_PGarZnY^ggFI4g^Na8U|*N8z_4!ypt<r(fKb$N{&v^J6o>U!f18g+-+^*J9!<h
z>TG+nZ)iG@bR}X6lhR3BHWZ7p=qb45<$!;XbP>aSw~|%)ogjrRo)L(IvH$(lZtK}`
z?g-B7SeXtWpdupkhtI732kYnd+5{8m?oWJ?CAS&-SoPfM_TA2E$6lY{zfM4KC{u7n
z`utI=x}6gZ{lzqHjD*<c{b!#pkEcMZgg4K#{PNt-vcI%yWxek|r}m~k&Zm;93N$KC
zIi14aZ&t15xeMpC)6B9+mxtZ(Hj?Dxdzx>#gZ{RmO&x?ZQI1(KNg>7T8Izu-FA^?f
z>m?qy!smb9Efwbd?Z3IFVV#%?`&S2c^xS=z@2i@TpfQO#=;0(D;qaCv1t1v7u4-fZ
z``(o!<?}@A3t~Z{-3Fxh%szMG1BV1XvRnH%K|ydp@~aHR+vQ_Yen@$jA&Wq}BGv#z
zg!(ubwTI4KKcvvm2P8q>6zKyS`IO5b2YNvJX7IeEBkSDTK2Bn!|3xqP&jiLvAhm(O
z7M~Ci#E$TDifEcnkvUB|TL6U87_lfL_obAb=-7pc?t05sDHpo*%Wua<u;P4liG1nL
zU6zksmd{(3&(oTZ(WBhYms|!d@ZGlE3`7gcRjsj~%sIP$bjx@|4dVVT|A|j^TMr&{
zlQ{|h{6zG2?jSt{axNz6kcs)lSbev1vrvZB57(_uabS?rVG70{IAx_>uIbhdwqlk)
zsla%AQAj$Q6A{(-S<^Eh>fuzt1!BXWc?xl*Cb{p59lJZO`)Cer7WGuTR+w%XECx^)
zKTZTYeBNw!t;vSBCsN=A!qaBp_QNhi6uREhOT)Q)>Zf6X*VKL#puFu(-TRRn1Zu|+
z8?m#tH(i`#QJZW##du<<c%{#2UZrobu2`gvvmeEp?6`Q<_^CiSk{;y2sPB?3^^0SP
ztAKh%_Ou%`Aq<?{9T6m+c9?AOfxSnC(6p##qH>>y4j+eGU5HDk(k`R2PCjWn;fh_5
zhR6}}bdu(HGzfn0OMdV5M_ny++)1oX(oY^$QXO!GjKk1m&>4Sm<ulMHAL3BUYwn@R
zv0Y%Xg)xnGc0S+v^>DLt1*Cc6TbBeW9v;M_YN-r*DOtQ>X0k66DM9S+gCoc2(%O48
zY8Sl$qlPTV;ngjNx@LAzUwV|MPJ{ZECT9$X2B(U98J=U{usOuU3F6`hOj88&PEL36
zgcF>_EJfhz-9bXqk$xT4QJsqWrI^yRnZy40WE}R(GYYZ$R2xUD6!rxfJ{IM_LU}cV
zM_l#mL5%ZAO%<l6B`YxXI6}}62Lz&%Cbgn~ty(#zR*hydEo-i!f!br=qAf!N<nbTX
zOv3LK8C|dKU9TuCdk&wE4#}~iiWf@TZVNxzye|=ip%vvZ(emY*R*%i5KCi!O+7mtZ
zHyenF+}FS)#1bhzvTTBH-5s?6vIMLED(E@e-td*m=0>?d0O|T(?T&FXaosv07-tFp
zKWp>(PKbn`Nce&LcTfa1!71(-d-F$ySAayPH36B6JI8FIhH@W{l9o#?0M+lwo5Mqy
zLVLZQ&;4vXO?V{a=aioj&1!<M<G-*Cub|RiFygAs6ov(6;Mz85<oQhb6^*x(0$K6=
zc}2(^hY6|Mt#Gul12H3Mce{JDf7w&?U9JNXv*oYjdReikU$e}e*L^gNeA&&~-)tyQ
zk&_&T%L#kAS6J?T?A5+Dn8zP|%g(a*%VerY08MVeA0t9kBGYGd-hFl;Vu>3r#MGnf
z=zG&g{nY73%kT*>G&nfqMmm*!R4=FqB?fPa7x>&d+UZ?#$rZNV>c~gke?9tR%gK>U
zJmgVQpko}~JsZ#g<UOFjHjT)YWTf@5P+Q?|gqD@mjYZXpaXGVzB49?$#3xQSB*eGO
z=gY|`AAz8(5mGMA+>r8z(LBp{2@_>RvskN>(J`}w|NZI~?l7AjUjvL0L@{V%(?zN1
z3V#`Y2(2N|lt!<!+d3Ij1e4bjgd{bD{6NdbbuOi26|zy@0EpXWpuWw$OJo~tjz+Zp
z<bg|<4uG#m+f%gHq;3hc4UjG>e1v|@5L`w;5m0A8AoKJWt?vC=N!ze8%HZ|+aQyDJ
zgAxdazbzbLe2dg#)&(8&X{71O4oiS(yyMHbWgZ!a#~W@JlVm-?3m<@`sM{^{u_t5=
zA?OND!wp@`kClo(R{6KLV++E(R@BBt<3Wn`mEPkx{^maW^O@gv<Fb#TGkt|CzcsKT
zij|KWv=Kd?o}PfS5`HUgT@5WaUI-~jab6d9n5;L)AbY#+@xfffZz~BdUyIP-Z0TVy
z30VVyd-xnBR}${xmJ7uPE$c5+klCFSRz{*A=cN#}pl-0X$}`xBys%@_5uGdO^N{q-
z0+NWS3t1rNjDiTo7b{75IUYkM3wYbvN40MA?>@3IiWEg17@&7V@Piq>5UwPhQ9I<g
z{GI=k`Y=Z7P%Gim87c?8Iv2Vtl$J4BYW+FX?->?~IT34yUn;z~E5Z;bg}RNAM61nY
zjsb;tWFZ)}1)AA__p;<c3o8^Q^Yx)rjMP=RlkSmtb<R@-p}Jh^ekDukOa$LMlZiUr
zIfuq&_;+<ko+HRSv+78PXNfz+W@jAJ%NjKWY<aN|@uKo^&QtA7NB{-rMDWrJUY&Sy
zZ<mNFi=gRY8pEUfP|e~{yY2!}-08tmKUgkk8>kaIRfgR_tX{X06|@Ee3m^^OhKWZ1
zrmBo0X*{I)WD*h5`1}^k?i1;yO!+-gGv^H%0|m~|R`$4Y1lD|lvTE6;m37@o$hV*x
z!C+&_v4+K9DxF^fbokF?X`H&6Fk%+S+nsoyy{{-PDpv*0>bL`A>)|WDgo}~)6*@#J
z1cXi#b=yCQmnJ1m+<w?{&t~jG3PD(7i=cA_YAKTCrG|v{C4H5^5nBP;o)$HmH=wU7
z(Y9<mqVD!c@6c>rr7s~ArPD2v-L(Q!>9Q)CtbTxZ`QqI`3r_`gsVvnrEoNTtj3wb(
zhl@+Ab0Zj~pQcH+?vZe%A)KggEDpokL0;KQ<AYv%PT>!~%QGjZl;v-#UlwwsF@!Q2
z2q{`b&<tbTx<JM+EMnpNr|64fyOqC8Ys3P>yRuW6>4@#%8CPZnU7P{Zk*Ml<hOzhu
z!wDe~(wZ7iy}3CG!ld(|0pW|5qz?RjhVh2%0ikK~;t92#_9_5nR@Mcqxn@4dvA&<g
zyXA_Z^=I%5myUu_Rd-TCs9KtXbX|}o;ACC!I{(lSicmpY313?jIYNKw>*uBd?ht&_
zQm*A<*|j&@oJt?`47@2*<t{L5*jDtH7R8K4_lsJqj((`WNPt=-JGme<MQqN(2_?SA
zX%|<fUO#d;2*4kW*^>pUDfro`CPXMN>@RVVDb0T%S$W0*DXOH3!WGjikF!?nH74R?
z%9-ev?JwS}wz9BZIR<P6E<7(z;@X_`I?N+llxt-tlxx-fExnq|Iv)tDN`;!#%g;sS
zpG)5G=1GunI`PqjS7}R4L%;ol87J&wsF+!BA%Umk!z$}I9uUiwAt%&g20{&EVtvzl
zrf)#A2oB~2x|=N!J|y1#Hgh?A!0DoB%l*VRCl={(&bcN_oaq#E=mE&*i-fN|XuEtb
ziD$*gJ0>**T?3z3jL~(bXMaO>HkI$X<<9OYp7Eyre&Cr58F7<G8^O=@NOKOsfF8@E
z%?UXe?Q10V4<2Dc0(8hZ|5?(1s|DymS3P`SG!frxh?uccja#Mr?y^!d2yaM5yBv$R
zX`~&d$&7-`Rg+(gUUa@m5$9`y8Q2I|b9CL(>Gm}}<zX_`fCw)Z?XVke%u?->x?st8
z49Xv--Qe?1;Yit)ghEJWR6pWQEI3j1sFgA~Nrw?iH(;Mpxe91>(CyAygvOhp0V{Fh
zKbI*>XM5)5$@vn#MW?}Vy17$9!+3vX4a5AQscA{HZE6ZmaO}SCt&Q!kbiI1IBw<S0
z4Q(YA6zf_jyx9x$Zt(VW(h$g8NOw^adI~mA(?F|dQdR8U=11*8Hi}lND(Yj^L)~Ej
zD$jqimv|++X?qGdaEqUqoWP_a-i%Fp1U<%GJ@_HM+++^*g3ag$f?8d?lUaNhADaO?
zn}(FZq!ZoMwY*ks%+cOvO1EUcVNA?zyz-!x^b<_oyZXSYt6)=INK{ads|e==AHuGo
zy8pvRHI9JeA>ZTKaticrQ|h%ZF`Nh|?ao>|6$oVYqnTnBjFtE4SrmH;M0BjUkO-19
zh3a5UhqPFa>dj1qN!n}CBzT4lXfnQpC<ibG81qAfxSogMz#%<e6lbEUI8#!|$S+#w
zPpp=RjQ8Rj4K?kUXYE^r@?B=$J^VxN9oF2WXf?9gAT##0{N0M5WGJBSZ}$|E9Z%!p
zD}YYAR|5U%Mp81nfs3-%E|<Tj^7`?<ND;1R|1<5J?sX^<c+tnpB4~EooU=rEAe8;8
zDe`)v1GLKe5}-e;v9l(dEoBbtu$euYvy`EikBzAa&!D?+B&OXc5|^bT3V_gBSS-B0
zD4;w-@rhV+9CD1hPr4P4W&kV=E(N~BRKYT?A9}x&ktS7b1Vp)r0~oF{q@kKOhT4Jn
zQq$PySf}u6d?6S9d2Ci+cK}-79_DK7bO;JW`7S3kRIpro7I;S7r7lf%sBX-Cg`69b
z2U_ryGemLII`{qz#jgBh9o4Z94dtlTrxBi$|0T3O>(f|E{P!IFzB?`YcGm>-&-Y?T
zCyjs0(|s6X_E-0dxA{#?nr%kkFEB65^hY@poT?Sl1_yy$qgCLaW@u5}>wOFFGv!~_
zrO+{hX;*sLs=1)yyz5g%tLJ%3Z}sqsS<<M`4^0#-llc>KUsVOCJm}29)Wt%>rZmos
zd;AM(3Il~O(($d4i%I;6lS}79^V6};2S-Tc0CK-X^0<zWi3T>#@8te744a^+1V`dX
z&X_m7LCi+H*nc9r-|3ZnZqRBF@tLpV=tn6+igHu#=*RXp`zvbrXQrO9oyJ_%SD`gu
z7v}O#@616$&d!IG{m1#t{`{&}IG51ZA8M{p14k!z8}|M?e))4g@Pfu9$7U>((qG}b
zjvqRy#Tf3{k9!Fj0QxCXBPh5X_K@zw-Of4xEb`Kwvaozqt&xC965D{+L7*%e(EWoZ
z$t#NnRqxMgnP`lXZ66pX1;5{?yKND18RIh;>p2o1+X)vi{j%Q$uY!qJ0fYo~dD>*~
zA=`4J1Vgl4fzj&JHax_oYG+zGle(fYJ>c;k<hYevNk)?~Qi$*X^o-srs%TE*7b!S%
z2v6hp|3#VPWCURq{Q{i|@<Oh^9hACMfay@_7yk1oeULWTh;&bh?y2Z}=zZt){501Q
z^5du#{}Gb1h0+w16&A;I(S2mwFZye3=4Y$V+}b85*$+qnnNjzU>9&dMt6=@ag-hAX
z&&ZB%F)D!^<`qe>>HHT{j?{@B`k^fk-Z{2H<ss8xY-;Zm4g&kgbrYOIF0ydzh(fU{
z_|%$NaLBS4s7V?=gEkuqOhxzl4Oiv7%KY@4Q(jig&6Zor;fhYbB3*LBx?S=zu%VU0
zNB5g>owtJVHf#kLO9zThmaF>;IZ1QvZ#8tsf$uLwR>U|VR;FL6an_XM$*vo_@!}{P
zUn6*yqc@GwR@*$3M&}>C)Z>q=x(6VY%$FLpaS+IGUqly^IbZcatq65JpBzw7@rlpm
zQmD^!3dW#K@FeV>a#3mI^%XMBpWM2kcmDIEJJi}EZ4ixkwa!PVD!=J>%=GiBr%ows
zVmeYfO`_^>iZm*0YXF>7Aacb%63$&6GLJ2LTEz9_TA^XoI!-Vj?L{F8Qoy1#bQLH-
zhbM05Uku?!`O`F_5p}WCtz1)%nqC%4=wF`wqN@H@JMjfLB2SZgqo>J}$k=pFyVIRa
z+gx=Zmn(xOpB%9#e9C02l7ilD)DAh-p>mG-PyLOzY`rwR{`~ZRFjYsM<E=8=+e$J!
zWXDB?G~nG4nnhT`q-t8A`6X+MvyrU_u>SGxvIi|@gG<b^-%WADkg&3_1P<Td)EzcW
z2b|X78SoJlt)Woo0R8Nc9{uWk*l*XUjEL+Arltt~E1dG}#C5jT<KG3meM?S}s5#Qe
z;S;I83ze-3&@ANa9t)%I&*}3P+n#w)4s`wHl_tPfn~qsjH5!*0R6RYVOyuDG2v&^h
z;K~8Ki*g_kUEGRs@`~z6#4}+^|IxL+c3KgNC?292L}E9ikUi-1d4LY;U=UC*mz;%|
z#YYx64^Xn4NelwxmiXl()k*Qa9WbrHiqCvLAn<BVyGh#3hJ6@`avxE3W_~(kB@jRb
z;ZDd=l1OfMhQ>!o@6Sun@-S{tmOz0p=ZQPAnp0W1d?L8eVmfpb-&FJdjYk^KoE{^;
z7@BW^5<3_tMz|IN;~&gYJ-R6V@m@9d+wlt#*c`rR|7l5?8Q}t@$Sh|#J~hIA_|WI&
zPkH+%rx~aXZw{pNi>9iho41cgb7My8JQ3&%^D|y+Q*6F!9bXGl+&$hX?X)?@Lx%6>
z$@%$+Leri}rQ`zE3S^aGfOd4p{KB^K4S<3Hhu(8W`eBi^4*N`Bm{1EefLs_4797L@
zM%{g;8#`^R-E=FC!RhkXg#?fmx3fwJyxX0-<A)_L72H{uS5S{7%H55I=6OneW4!8l
z*17FQ0q}!MZ#lj=-fuw$yto$36x|<CRb(zw?7=ld4673y3=EYA5%(Ho>;sha>c!7w
zo@CNkU9wn1Yxj~1n-03+$O;|Mu6ekAyjLtWXO8a^jE>NSn!!#sd}3RVkE{h?b`7@h
z*#ocT1|R@zVCDv2SClfcTDyl|HBcsYejXz>H+>!CMRt4T%bZBcXlJRQke=0I@_gSv
ztnQYv+lkWYf&CY9Qt%%*TK6)o1vJu+8L;emKIA-`-~tz<)G)Co2+gnV>WO1oQac`p
zGRkn1PK;lz>M5NIVWN}&gavUlKx;<j<JIK?86q+g5uLLygd4$VFuGPCxaK+Yj+tAW
zey}+QEG^KiD`#5e;5<?Duyt!g;c-C$STi)B#^6({y!$?*gW@UW$`&z<83%9peOMhV
z@#Y@6vNwgAlNTOq&PR_Ud0dwK^-t^zj};TbeFObaI#-^9s(%%o{V*o>H`OXS(s687
z-mS$ueTVj|-(k}K)^R*7OAgc*c&%hm+nb3wCQuT6U_4}cW}{fs1?8zNGT_qIRq7*;
zS$R!ka;+wA8YI&|cB$Vz3{W>C7bZV10eUCjb%8+HVuqD|s$@|UC&@ZhL`bh1idgRq
zbM}drX;5$!I|l(7D4>!Te3D&!=6Dc%p3Lc-W77GOEwJ%79<w*n=NSi(=c+QuQonP2
z-yf}a2ni%I!ISIR=7D<fD}M7w@dS!J94oYLL$j)J#mII=#zef}+^PR7wWEJ7VOYwc
zl8(%gE_Bs91A#U(=fg+zmgl}D1PBY;H=+(N77U_D>8NUmhFNCrp(bM1Q_E0lan*;K
zhHMcAbDDBE%s~)^+2^LF7z&DqBHYLvw2_g(c$C%ov{T!C@bqo6>!j2twuOoCcx_Rf
z*adcEt>&tcm=USR@s&DpEq`?XoZOp~QuuLfpFynop(FiZYdlz+`ZPPQ_^VH!m~S<H
zx_bPfwrCk5OM{aXuuYL{^hF@X13A<KsIZ&)`h7p7z)$NAuHDa+i_+vRhB05GDgn^d
zP+A;G%|RHU&;#mo*IQw~sZ<tb5>E0JTQdB1L{Tl5n&3ohz&aN_b!z$1_~^DvcX~Cs
z=V;X{(O~^^-Qc*Z;g#ZVd(uX)A)AR^!Q<%sR}G+)#4yXj<~$Re;vvXp#f#@WN$E_j
zdb9d*lj<Lj1yvY>wgYMS9_vR-q##9;&ErB1YJ776H)nHz-2=|Rbe`PBy}2enBm7)m
zM#uVf<`;dM3j~j`8>j>@`KwOy+$x&eX344`!v<kSx<rKM9@91@my+ZW2(<(i3YIi^
zqnK#Wpwewb(u$qHmBPO%zAm!_jIc+v&ZY-Tq!*HS2?j?i*|HHBpH>ceB~PtW%9?3L
zshN4h=tPR50Rcqsh6nzI$C^qnYqjU8j9)5;4Ro9XVW*O&6ABXftb0=pk3xT+pHEAq
zLTP4#)6X(<##?eQZ8JzSPgX_7OPRnRPBjQg7;ms-Ptrv9n5g1OcMWMbvx<#!0<p@~
ze-IpDy|(zBfh)4*o9I=6CFE_dFZLZ-ve25RkvA!2Jd@l6qucKX8@`+i1|a;x(67XO
zV@8sGUif_7F&UWgfZkl>uzK8fjklnroOzfhy4M#Y)&x(k4%I<v&WTGr2pVblnG|hb
zGUNn<2a55ezODJtlr{n(<f{vF#;|wffRXfDl)ftg@)#rr)EhO=?F2YQ9v50W6F=>L
zaRn$UE4!$i&_=8A+#Ryc)fVl~596Nu#RugqD^jsPP|vAsOxE4G;Pk}$DB@cZu6l__
z0^-4}cy8N=BZ2U$wTDlQlDmxiGL$!yPWL+J@Gs_Pbs^UaXqgc6INpEUhTi+YCtD%e
zE+_U12=PRv&+4)g_1@WZfzY*S0NE7hbKoF>xl1`wvk^IE-fUr{3KJ`Oco42DbO;PA
zM(fE~1NZ=YulO2;!R(Ve8}-tAM;j{;Z|b#GVa~(3S45g{&w2gO*>Z590}a*m(nnH<
zHx8tD7QmlCsuDM~C};+*N2V3;SM&g75vAZNjTF~s$_CNJn}9<h&$XpGXNuvPh(H&U
zX#a@%RjjCMd=t6H)a6^7b6i5-q*$85T}V2LUCSy}%ZU2ujwgo+vl=PMS2|V4JlETG
zfTwbG#}uPnr<jLp5Iaa~5*KKEQhZrMZhiC_alKKVsdrVWm?fj^bD|XzKxFN(dBOqT
zMq(!?$>()d|73BhDZ9ib2UG=E#+!u+O!wHx8s1N_CSo&onFVILaeyH~DC+@$@w<f6
zq{lLiD3^k8Wqq<JmI{nn^tV`BaBeOONOJpxuuU-2^p2yamZGU6<<-BRbqL<lXFFYx
zv3-z7SYcVW9QN(oOqyNi<vD#u6!({;HISPk#InvzG(jHeSsDf9#cg|~xNLZbaC7qD
z_%iSa^$vkA0^lWxc8yg>d0StD1RBi+^LZZnfLzb$&+&Sg_|N&S%R;F#m)K!C(TWm8
z`OcWsP@rE%Y$)$TQ=vjb&S6#Pq+wxwF*-_x&*W$R-{`0^B~!aj9`TiF{n`s{+3>pt
zeV(l5V!kwN3y|S2tu{0(Pt7wU)L{tDS)XH-$>Q~2v4Kb(YMkHf!$%^L2=Jt~qS%XO
z_jof4G!748B^6IIofe3mFnqtWAgpAd*-uBf2)sf>#QZQ}0W3uZsYMOb1>KIh>&6o8
zUCel%n;kzq9#{k_Jb`0UXi#Z?lb8z1e9b8VPq$Sa1P55(z=)YU#{sBic5mP+yUivu
zDH30;1V3qp{~>@N(i0mVT3;S?V*5n|i*KlJcVsH};ukU0?7+2>9<k<Sl;H3b>8mvo
z)6uQlqo}$0ZOs#hSYoD<E4_}q$Q;Z1Cl(7u_CGBp32t9?+fh7~5~O~m!w}C#yoII4
zXf$NR!=W@2f6Gxd^P5h~iWTBnZ_wDnSHqrQtFVeO(w6(pxSubAzMz;=sh3tJzA-9V
zfgUZ}2_h;#(Y|SFAy&6yArfh_hX0jupxeJ={%QkwivrDJOloC@c$ioh_bF{#X>GMU
z49_HOH4^VY?GInQFFIcc_A}XK5LpkZNn_b0yO;~eLKgfmY=IvJE5D@5Y>wlrZoX=D
zqk$ZfcQ;M5>iGS7Ae2fJGlJhzSjpkWnfUGU2MXNHkx3wF9C_~Io#EUPfalHd%&B0n
zxpg}{VpS^5w&u-0>zp5F?!u2ZsLu$b1C$lk`RaohuY~sK_0-u<5pLpkU>yWhPxl;U
zb;+jJ8c{%)2g*yb`n-)l%YM^_N4iDK=3pvS%_C6!J}9Q^Lbr6*P);jHoXf@U*z%ke
zSIat;n@H$i`A$)~jw%roSs;f=clX;k^hgMF7J$`nxoUIkRr(-4NM)0QvCk%DW0ic_
z@gYp7-QEcv0&{E0p674dmVzXymRfV2&qRT<KG~UrZ)u+9?d+ap1%%DG>8f&@^KS3J
zZhuQyS@9HQ6_gMBtEn>kg{W2nR{uhdBi_7pfhfv}BRt`6JEoao(#qd^WC>?w!L=AU
z_3rP#Fy!yaNBNP^tfy}l$vXYRsGgPT)%|D|ecxka4nT3z{MfGK1!~7qKwo%R*%xI5
zbYNA)MJMKq!WJDhjW-r9wtig7ce#|CSrw{ySVdDsQ!2=%o{M@c_UDM78D5<Gyq9ow
zK$Q1oj-7jF$oniE0<ga?&6g+fwB^Ytk8^#ZQ%wdWFiP$o!D-#56G3NkvJ>Xs^3Ri9
z{P!;rbNtc-r*Qpiu#aGConiWyi~rkDoDYQ^ZEmN|zz*F<v_O?bXYPl1)sbQS^_Xcm
za^gX;jIu)Yh7A08&kO5Hsmu7DL5%)|hQTB3NUlz$pUEUil~nOQV>C_uR#(!D&zCDH
zN7*DFh6>z5^tCvy15tNJPVlKWSMS{$qi~(YnaB6ckI1d}8WVo&I#gPl2claEJRL@z
z@F2Vm3hKq#zAU-3*{|>_ZU6%x^cuo<oA$_S0Jbraf$9yQ{X2I}l@0GhA)=f>a|A6B
zM*E?Kywv46v_pd2Za7!BMjZ8YfhV*NF&Ocrw?Alm$y@h7H%IfPN#%XX^c?VZ95WzP
zbI_gb5eybdB~yv5gbmS1e=U!pBerZPXcV1*O-R164FR^f1b)5#f@8PzU7c2i^(1C9
z9<iwkm1CDHD^3V8rMH6Err<F+A{=&RY3Iuo7F?ISVz_m~;fq7ML<l{KhcF#pDM|jO
z3oJ;%$0=xifmb#ErHP*EjQMoF`)7YjG8-k=PGE`glk0NZdLM8T2a9L^)rF4j=L*}1
z(FSz$id7gR-h&hhHwn%0Q?~UDm}i%8pPr;f!RxR9s%jFvrRXD*3fVO+)D$!kgN!I%
z{i9Q6btOq^p&8ar5_tVKqFX%A)3+|~8Btp<<<ONeP?^RS{a_h2_MS=1=1&$rp8xz(
z57%5M1URdT>a@mW*hM+CuSe`6Hlo?L^lM%S738V|y1_{~Ag(Rt7%2zh0rK0p8p7>0
zUa`}iMfJ+k-=L?lJ-F*Am?st?6K$M<kg^mU0Y_Hw&>{fGZt&@3n2Ex_dN?v`=|b(m
zFtS11ROCl!{jB_cKe<E4q3bZvZE$e!oaoJM+{E+C=Avq^P~e^Gq^*GFexytsFu*Zq
ztwX`;Ik+#ViiT*;n?fE2Lb!K4Q~sA<yB`{JViR$vk#t%|)ltUo)_8V>_<){|6>X8q
zV{#Qt{<r6TUGxaWXF~`o@ia`6(d#Clvvl<cEl&9Ht3>o#*bQwCNOF5#lp#J>QZ4Lz
z{vS_~jq*F(Of;dp#lDPN?ytIlL5|Q#PZ%qoRuxKvU)`hj10A2K-Za8d?-ozsNCn>Q
z50qF?c4ifgnSL~c8otOwB1+0DJYHHKD`?0fv5jd^dprI2AAtfeWtevVoA$;WhH_zL
z@O>s~aj;^Q7(;hEfr<9ZJ-SSGY0ZgL%uzUu;UaKwcv1m=?o8$cC19m57qoI18G@uX
zxPW;vdIHR8y&odCfGpN9066Po%u2lJAkbmfzsj&9RKjXz64%0)Q<QZ@fijEINK6No
z@mt$QYU$EcRciur#}qWFOo-76Zo#_AFK&1Cf{WxEp$@CL0BV!PQ)$BwjvU2Tk$_yt
z*d5^P>pdH$$TcrXVNwIoGoOw!?zss1O!y4e-ROkBMOCU{PQ|Yia>b`4^y_d=Sa44G
zEC!qW6hy^y6~RWt=^SLk(4kh;b1ElOrI+Zruq=fCYrO}nGo^fDO26~9AkmQN7;Y)f
z8pI!p#8IAtd$fNDU=$KPv*J5++}+)gSKThY-cH83d-bH+D9<|@{{)@Jy?1_ePbVDK
zApxkVa0e2nOB4II1mFGM8(+sw;1GaW?!<L4-;w)Jx7WGSClHOFK`-~ErO%9LvjHsy
zaYHg3gnPJrdb6l|K!G-~=h$*7Ybfz6(VRXqN_&RtHm-#X4d$Qu1!V)3zZuoSGZa@-
zLOOe=3t4%uK0M;#o{<Syv*c5Jz#v{m_w58o3VVQc6?zkFGOtQ5VQ7=$R4R1Gr7B8n
z>Ln%S$!Jq&?sUfnzFeAVqt2k)cv;GGRqvR3S>;MVNd;>evBLrY94+2w&c8MLYf_+$
zJBQ9fkumue5Kr`G(QkTF!Klu4P$vZ2WJuz1W>qXDU06Vf@a!hfaS$8-t5@tGJtM>@
zIR0PxLGV_(z30EbI>3Z)Yjqv47^|R$hcKP<Wr)7;i{E)80W1Ed{k@G}SBj!WTBfL4
zI?>jGtcAHs^-TwA^E4kE3C=uab1u`H-jh>1F|U&NN|x9*QfEDcv!f(>2^4~)6{88?
z#x9Kc=2ZmqHGC(t>xA6jW%e&V0v4TF+tlOA`hYTiyEhz(0br6((8!G=rcXu*f>@J~
zNG=WcMIU|7{D3{hS1v%FjoPmHSr2w{!V|z4S3#AoLfwZByI+i}@Af|lrb+?=MExni
zd;Jxy6An9PekQ`dV5Hif2<V_f#)MJE%V&DGn<jd?5H$kPQpx_>h}P4+jE5^(03hhZ
zey+p=xmL*7@vEsq`AeWS*F3E$zl&KRP5<@K3l=Kgt;#rP1}<IdWvb2I6X^n3dD#al
zTmL0prAGB>kk%Hz97Dlca_&jNiR<_be%K%Z{9L}9U*LX2h|bNNQhn<Ao+ItqEJ@jp
z;V0&{JxEePd%`H(>H{moz8b{OG-PXSgWXt5_@_3>j9Xjo`G&IUNVW>^1MQW<AQEvO
zYhwbxE!;cf!%H_7BZO(zGe_H-z0HF4LbBGFTQ7KoS4x4p?=cNV7Xw)&?n@s4VtDc;
z9xbjvvr0<gfU)W-m~}LIG2W)QLK+U*Gqjp&a{|G6K4}EkK7UptJZy-xq%N1~dah*N
zkUd)DlI#nsv<qj?(|)B4Talr_$!%)f#$vDUbTP@-;@}yrydfKG+z&&|p))EN_6r?x
zxR7wIDASctT`%Hq@Da-SCzWCim4G4P>?3#*e~q$XXC#CQv952_EcPjjGm@p5@SI@9
zvy4VrLsyP@g^;{nP6dOz9L~^|#xec2$6Gv>-I?}4K2o~;qX4QH7)p`WfPz&iLwS&s
zJcz2%f$*|VNe2z?+%tHG+=e%bEFX4!&FA;1<B$*J>Uo-jR2oNbXmbwwX5+6ZSSI26
zw0gIC@?fC<)dJF&<?p_0_x$Sm_o^dd!6rh{QJr)~@^9plce(CwXC&*hp5zcl^;Ki0
zJYd+2ZbNJHI1!4}uz&dE2k~UG0u3Wy@7-A}`98hK{HtRdb0TQC=%?r%X@`2VjbhNq
z>QPM=_&UqmQEz`#9hD(Sss#tmI&mV1UFEUb{;4sQSK{M|IvR2mN=O(r?ia<r&;G#i
zUEeQCmx2qE9<Jzi+_53@>UbzC+}7|OhCZnb;dxwF&siNsloIcN|25j?-05%@ZVrQb
zgaj`i$f?RcxmH9_1e0svj8$~LUK3`EdEG!X)5jKio#i+ya?WtV1uwI|l-4fC@Fag&
z$`!vTc2-2X0jvBikNt==p|n3ezL9m^JQ%W{-{Id$P!79Fb;*OUKXv;R9juCK0qP_L
zK<_3%CNE7vXxIe#7eD0ZJ%U(#O@-W|h0avZ{u?uRG*?Yg9^*i8R$<^#kLdt`r@QC;
zMstqMrr#`IF~em!4s;lkDs6AdaLucgKt$xM;!8B9o)85xU~Vt&RAUJ~<y<P#Ho&R^
z64Gu4q$IK;DuNd!u8Uc&qF$?vHFhGisj=#*mi~Ia$DdH?xkl8d5Gx->kW%a1NK7x%
zG)~FR@hB}$c=s~0$Z_Lw(Mp@;k{jGdRftukgM_gTj<E8^>>vP$i=x@!wJJ)yZRQzL
z5AarT?`v7{XNBTm<INx`X*wGz!F+`>f1$3j6VT|%H7C!1wG!^8^iT8ns)fB`923AT
zwE7Y;FC=>?a17950%=|8!?j3#nN5P34Z=$-B8jCyz;0fFk43)Gv(4}tPH41tsW!5J
z*3EjHhzDk5*#N_LOWochZ3Hw7v;YYgtM-x3vgkBxBmMNR&k7nl+SvB!y8N^3MUK}%
zih@-&)kBJkrk%G5qEhy>^{2o>awRAG8=W&FBNd&UQd%`t9pJy1C6eL`>dfV8Ys}{)
z8~!QBISLGUjyAU(KL<WP=fa~q7yNMPwu!;`!3wS>Uh~|uhes59k=S8e8Su>e3Q+de
zclY68=f5A-<{O+PN6J{rt)G8&rqqPeN3RO*xJd%Q+Dai%!_n~k-3ZOo{*07ma-(Df
zu*qjC5Hfa;oRHtgW%J~9SqiwI-+rwlitB6)NkU${@P_jJl7irz@U9dmvu?L&bsM7K
zXsU7(w#S_vf#nup-?^#xM1m3*9jFh}#3fkC9c~}=!^CRE4eC$_Sb3K`1dq(Y)<H7W
z$%&*zK^p&L^5%{X8tIN_<bJ9;GOzX{;7-11*NN3pHRjDBJN=?T@I%oV2%K07@Josj
zYjl?n;(lV6rNE0CiYuJm>^k2Q{kEUu)%WnuMhc_xwtO0Cj|IYPM2X*T__=LXI?(_7
zQ6&Yx>SOL85EHr1+C2bNw&=G2?2}$p#&yY^m46s;U>)RBW*t?0t%8-jD*dqRU)`fx
z+z>MtjVSmBuu}LgiUoF9H58JyD~!og6$%*py;C3nSZk9Kt?BdW3w~>dK*%QKB>GPr
z=Ae>N6h!Iyz{xIv=oUD&bO;{d000Vk+%?AQm(qp#+-?6Qne*!pomhoj{3$8j*s8s2
z(|XLXA2y5NJB%v2&S1~KBKhPWU38~{Rz77)$u3NPt9W*>pr-%V0F#!y$uPB?=4B1l
zl)82m{xN~wGXYIob;kXS&Mx1fVv6+>x6L8Y$^)_<^$2gqiL?Hm-Jn!FE>FY8o3H;7
zvWf<^POScGw46#EsP81)blWezQWES#Wz6w-^@W2zs&3?M@!7;3K}??^kd7zAkwsaP
zee%*+nM+ek@Ku6@C$v#B0*-h$Mx%lxt9*@!+S>^`B`#fD{1c5GhtgZ~js^k?O8+3p
zt?OuP1nXK}M#Cd}raO&4bUOa#cI#5?0KJ&)X|7p^E;p3j8excUIYQh*m}@pGMnr?k
z{i&UrQ8T(j^c;98d_uE3?&(@sc{#U%dVkop1J}oQijMw1kARM6uAg>kB*4@~R|!*m
zvli#@#ks_+=EWpdHJ_((HN{L80_rNn#PV$?b*zW>`TC&d<eU3N$JQn}Nh>CwlK{|s
z#q6Esg5RX`8l!$T<s1*Hp%_)v6XP6R?Hlip6RyjpMpe>jeaq<*EX&P`;!(@1mx!02
zPa)Wc#xx{by=b`3y+v;(ndDZ8!l0T}TPfvbrF@obCJo;xfY%Tj8FL-K&?CW0E!ChJ
zEP~9f5pn~MBk1M#-fmWRaYsI3UGL)MAKiD$3Pz><T3sRATmhKgMR3vHBXdEziwOn_
zT;tRewG-X$3m{a^o!ib|%<|Q$iSajQN`jtuIN0-soR2)p9<DuR5#i=Mjv}Wh<dIQY
z9@gdG9k$Iq3c||XQI<XD^YU>Qe4*^Dy{zfYioZ)|$&xL3BE7hBacD1W;ZdiV*HdBZ
z<TT*97ARW@xGDP(rzhqfxZ-`NIqq)K=%TFfTl*2?tf9`?|I<Iz6zN0Ac)hv1tFo{L
zQ5+D+l;a+fs~DX072Ff`sy`IEng%<Z@X27P2e<LMpx^k@jjaSWAsQSFPc#<wMf(b{
zcC2{P_sY=PH}-v1TfC>3Se}>NhdCgy&79mUS${gWOIF8Un1aP$g2KP$wRZ8i8fPUE
zvJCf{;z4Vp8g2g~L^N?Q`p<B~o(^-b>G1q;W|hT1?3z`0F_;}W&j>mA=>_4vO!>o$
z=A5nngT1$aimQ3{MbTgh?(QT&aQ6^ggS!O}5Zv7f?iwHo7IYxEyIX<=9h~4YxD0P1
z-#_`E@5^21ymQvQ@2#6zEN0K%ZM&+vy1MJv)gr$2STG$A6Q=rNraa#5JuYrSc{t|&
zIwL?rj<`(j8K=px{oo7{=-@s?dCp*>s905Auf>*}ctEiA4+Jws0hym9D%oocU-9+|
zuu;rD$5}IP=fW$&INY&U$}Lonl4$G~4m~_*11YvA*&&~GmeNVlUrtlf$m4w0N9;m`
zsXVawB8q$Al^1@66Ghxq8a^h`N#$of(0EN?6p%5FfN2i*6wm(A$eJsig@*7rI4moU
zH0rUS>gMA)rg0zRCf}po?iq4Mqj1m>HQilP=X3b?JJKAuM;|+@&YoL!$Ct)DKIV*p
zN%T=V3?|MzU{GWuLIpi}VLg$uvfuG$XS6meuwNmvCc_!p*EA{L(Ui>tmad#<cijs!
z-cNOR7x<~l`$UEOS^SNkt)Pq_HvWt9^^ZWsF%rAa&s18JF;9z2?9^O8O5otl5>0?N
z`c%dz8X<DBxSxO*B^6|)vsSW5*6**5mctS`gy~s+8bt5#wj@zFgMBe8`SOh+PJVvQ
z!o{82-eEQTb;T5{1dJ&$3};fTajs>wndAj}2z9lvp~)eytRmTo3F+~AAAP%o8Io+|
zHL}im+TP)$e9U&wC)x(CFY9mOQQxQaMDfo=q8-N6N%xvdDEH^_B+yDpRj4xG6Bj^Q
zdJkE5+a`PnCsF!r>A_i8VnTb-MeP9;5Q$z8b(Y5%WiGhQWt2$}rh+Ak47C84N0)X}
z6GqL4p6pXaTehJyOZ^lzU-Wu+D0>H5LR>wE3u_v&?c>A&8$n_5r|$F8K~IS8U%u5w
zd$%EppO+Fhz!yZ~uc9Kuh+rum`hGy>XpEzH0<aD7@30J;IIGSK*=Nqk1fjsEYJUW4
z*E6Gnw}IlW?kF{zH%vj7)rJ|UW>^jigZJs(!4EafyCJ);h@TGg33|LhrCVmXQ=p$!
zW{tF8zh4|?L{*9zAJ&9nhtDRCsmS++?-OJO-X?vWpVx4IP#O#BZ5);;Cs*<%Y!s@2
z)=TA~{#dFKJD`eCs@cb8h+V!JZ;9ylIB{NIpaQTUj_}S+8EKvUTD=1H{fw&_35kt`
zP=mg?1AT;s*Gsb92sCaUEZ;X>*@h$LOlf2=K(rc>G-mxJS;3km5z!i1ZN-{C2E|bY
zFIawIahon9E}O>(0+*UQ&{C=Q6?NKhJ09uZn}jiUb7r~B25)7v@X5J!#RC%OYO)yG
zePCUSoL{K7kKL#i=jI?R66WR<T|*Ok8AiC{OXyX%)nWq%l;3hZU|-dTdu*DK@3)EZ
z(CR_FvKBv+z`*Oo@?iStxEuYWeEk_3Li}zkZ|{=RTthVYKKlwV;*9M}8wg+<^sLgL
z=u`|T;iZyWAe9P>G(*hAVDR!R`iCaF`0}ND$EsIjuJN?kGU<omTFsBPdr{ZS19Eff
z4QHkpA$V<9x92K4ut0LF4I(BlQx+yIOp^UeGN-kXRId$|%94s_7(JgyQ@E(4^S<Ci
z_UmZtzVCi80@cI>*&UH&HBP%5Ad@?7m<Eq{<6Mm7b3IZL*P_X3(sHWlfX=+=lYdGa
z%<PIEe<gpBy4w`gz^9P5OV}(Znrb7My}68LwfqJFwU*B(XzJ-$&UT^h^LP~x2HD$V
z_5*CV$GzgtMW3lG3K@Irr$dl9dQFJ5-p3N838z0={PMI*B}PTavRz35#m0PZQ%A7@
zO=A;6lUQ0IyB=noO2Z@@<S8u-LgeJoDp|%R%8ewvWcZ!v>$rf`(olFA3%sbOxmf|C
z<z8>ZzZfMgcR=P%L}`ZU^24>^uzUQNCUAU~l%-FYw<TqHJM*Ye#%%C<v?TiO&j<@h
z6Tx_f0MsjnXk@LOKsTdlP0!(IWCN77W5QX449Y9mq0y?#tLPG(o+3H7Gmr>J`+wp%
zy5~Yl$gGsrevbxJ3d4M;hCt}&eMWMA8aE;JDlV3jWYK443X8UqH;s|=cnmL_Wro?>
zM(`_!Z<PHIq1Ml#5cNu0YD;=uk0Pk~(*w!;8<-qqdJBrZTYTYic<wO8QMVcuTbU9P
zf7_;_{B@pQ5MsIn%PE(F1ah=uOr(^zVu1^teSj&KU^F37&ESq7;emc=0_xl&rX*52
zsz;B!Vz!s9MDftfm7zw+_@pN<pDG^9c2^rtvJEf0h~Zd#Iz!NjX~|j33EEY?r?pz&
z9)*fnM@2PpU;QL#e`dBwD!Yw6)q&2tcSxkS7Fp<=EgnW7H!8LYZ`B2%&ZyMNb$2kV
z;Gt2f<=U*g;xKC~-%wPT9d;J`m{C9)?lCn2PAV1b%>n50s6Z}Q520F&BFQh{eo9B#
zMF{(Tppxf`Q2<V&SvnMvC7(|~aO9;m4DZrtOK1Ky?dOz2>}iZ+lT1l&MGwQ0NAALJ
zB7%`ds?r=uXdU^NK`MP08zcw`&Gnnz1)&e;q!T_~%<I3RGvJaOUv35`BfgPTi^g6G
zdDr8<*85-v&_v~8ahNs*y1=bG{rE0con|ayf)N<`FgJs=a9G)ibW<6|RVW87dCi&J
zCi=;ww)ZpIkUiz@$ATD-)H;KM1*Z$s!$gA4kEW=ub=TwRS7R1ghi5a}iSa-yIc5*0
zZyQO|lovjhe{^W*RdwR5S4bsSn{c3?riRRm1h<5?DwCdM!ZXO3%@iybLsKrzDf!WQ
z&PY%6D`2ig7vyW<R4b<UDS5Br(=mMVT5au57E`q`Vp%EnUf6s^OyFR&HaqNQdhAWY
zm3@B}vC-{#R(grO8-GB4$TaAAL_~tXP@~ao&^>B+@ko%3h-7(`(><b_bqqm#qj9@9
zGidIFxsy$QlPPgsakJDDY{Ex|Q&RMKP)mYh{prCKj&183pS)DaJ2qJYLEW1JCXQW9
z@`x(5wmZBcVCmMC9>%DFxQ6#3hEhI0?Te}mX*33CSt2iAwoh2;e0=({>h#U)ou*eN
zYC4Km&<RN(C6pMIDtJ-fiG^V*GOcHWE>(?VD&Q*Cj_%H!(?dG=;=>10SA=wq8%+S`
z8`k&~cipN-58_a=EYL4Ab;ntWNt%)E$MpT8JZ%K!2r&GeI0#fndNC4FS*%XXxku)r
z?_)w!l+Qz!0YeHZxBT7*vXiF4vesJx-&&(*c!zpQ?ks0K^fT+-$Fyqcd0-Z^EYw@q
zWitW_x}kObWQ03JVWASb+P@m)-t>8$wLC{%8OddcVu1q5cbi)HflmY08rH$EA?w@r
z^r;us0`j34+)s@1-C%`eq;8+I($xr}X@zBDa^#U4hV-|gCFs0N*2G6aU>mna6+kjD
zqlunt66caTtJFz-?Yo?hF{j{X!H%ZHbwy~&H@^q~LP5{R4m^@fG-&vQ!>Zgw!BQml
z(E;X3E`p_<HHHjuhH~M-CBxSARDvj|U%Ko=a)|TeVo4USN|B{E68G_3?qeTSJ|3Ie
z)1ud#OzrRF*(%PkSGJJcGswJefxaK%CzH*b%OMl<MOe}KZIC<u`NNEHPTzNj!>SI$
zwAO{O?~=#YX0=bj^X^&Niasum?8vmpSDhEc`vSe^Cm2Pk)^#H{Ct)`@u$%Qk0+PUG
zWr@J3{o$#E{i){Xuj%&9hZeB`b?xp{e7ltO31JTlKJ$WDJ9I&(vzgCi{UnWT&XE)^
za5daBmUqP1%3Fi3Pt5n>66ih}tn7*M_`z$aNoM%0i2ErAgxW6#XV}D5D%hk%SrbB;
zRtnEASPC*4qzS~t4Ta+YX%pf;%7cx~I3U~T*F>%empt#xpOAM+?GzGYFgf_wriMTX
zWm4l<!|gS5xE<hr3d%V}Upy0wKBA9SlRh4-L?`tn$>43k4I{xRc~6D<f;v3iK^;SK
zr-HLkvE8F+4VL^Qnr0w70XdnnSzWT8>=DaMyi<672z$e*m*UZ+yyp?G<W*JH!>4D*
zTEU7r*v1Yvr5@AXpN9-TW=av5%3j31@oI34oLB6#gAE87G_MaVK!;-kx`vAouf7PF
z#6Ip!To-41l*+GQes!W1;=9G~yr^=eRkM^TSB<0|N=MTIIZz;t9?QqA17Qgzwrzk=
z2*t()ePsF$_RcR>YBOFzb~yiF-ug<s#V8-n4B0KL|I6DO0*;QgtP`k<K8kQtM8!C1
z2aKdAg-_TMcPbE$;8x<0$U9#5uPtfSew{Ird-1O!YJk)!ukWn{cVfhzk1grxh_M$d
zZ6|8Zu+rsW!$7|>W^#D9A2F5@e5jq?Va`)^BBdfbD#2^6-qL5eE<3(l@D|f@BM}?r
z!K|necATUr|5Z+@t%urt9W_%=fh_v7N_y29dNo4v=sG$Tn}|L8q$zr@2Q_c8aB)As
zYPSL&O+<4`Mnf~&`5B9Dgv7d2zJ)I0bzaLC)kWU8U7N!;Cpd^u>`J@c9l`P!W?QKY
zUbp)I)&G$PA&JkC9V5Fn4S$eHwZij5KUsB1k4PXXb$9B=EW%Nc8?~|{qa0-})N>~y
zFo5&6j^in0@0f_v<-k^i=ZDL#Rp09_6SJq_CUzKf;R9HnPDz0(xwJK68qWC*-?Uxr
zf!#?`^M1y?tuy_*TtwoM_bo=^sIN5(n2KI+uS4X?4uvD*gWpY`nb=qi-+Gcg_B6%T
z!LXE!BF3klu&39VQP`p~XoR|g+9o$aa>(k<#U5|8Eb9CUGVV(p9Y;vU)~}lDQua9`
zq2ic;#Y*y*<bbFmAN1f^7SGm2{iqqnBrB+9<2<+@ys*39NTg1n*l{v%-!&M@1@YaQ
zi)98OuYKW%M0)JuHdLT~(wpy8X-g$!M;m<^Sq!R-8CoMXjWFz?IqE3)-jttdO2~8-
zOoxu&DJNt*d=i;F$JrAi5$m}SK`T|>W?5cJo9J1(MFvhGMVPthnf->8bWx|3eV=7|
zX=LYPb1`1WE*;OGqd=~VI~>OhCX>rbKEI+9f8#Z1X%J48bs|qCQrQ<~<@)aRL0-FO
ztwrAZkJy&MUk;INH{V8^cuPp53O8CNLZiND_v^0~pPFpC5L1LP-0&S5?WE}|cGc>O
zz)3lIl3t=P9=7nxmNyPJ_Tkf#`mDXvFI#e-pphkd*>uh8ghSIpyf4v}=+)o`JGn@t
zl(o@m_+4V?DoqG2udR=4$M)h4FR_45xH8U>PEQ@(_>GK0Wk1tMj%Rb5I$m9-S+U-`
znII&?G{)3Ur;!^0zG9^qZOPWvBx<4g%%N4)9+b0X0Bec7vWRoXro~?;U0yuASZIGK
zuVj3@rk_A0k<`CIZ9p-~EvqgFi~xkTl^|jZ4m=Tm!%DMtR2YEEC%E$2vo?(FAug4e
zc<YH+mfa(&D|J@Z%Q)E2B%ue_Tk^f-r(&zyMd<^UQyd@Ro4?qFf6?<%ND+zK&mm0`
zR-9ePXB4wr!55)F?N3p3rDWzVE%YEs#vVGFclNzxq3FyHfra7@kCfsie`ME|w}Pce
zN#a#!MzMc1EQhXzPfx4KLaV9c$SBC28Mcl2BAeh7ljG1@mfBQLaYGl_HI9un|C(AN
zFA>|X_`#QI7U1qRCI!la<lz<O&;3CR7xh@@s5h(ll@j!*%@pqFyPO%#z?%@yWOmAW
zWh`3IUD~tOD`Dc+mt6`r``wCBB9H8!p)!<@*kODK?pGQ?o~5d2b&Yr(tHfdKlI?-h
z8-3-GqM<QrdzA)Lkx9t<0gzEywn}G$3eo!QqpRha&1FKm2dVC_lgGofHqbaBK+Wl>
z{8{sHOB<PNmmbyGhS36vYc`KcJPb-uDLtc0=>2nK1@V@`<xb9?`B$EMLP{G{pLry*
zi&a}WIyQy(t2$o!I=NAT(q#>9z>yd>qWE_04?KpqZdu0Fh)Vj$;>60)QTrI7BJQZ#
zr)szGtp<cS%8pJ*#;F;S$)Lk;`<vYxMBaWx%MmTGh<^C)-ofk_40D%}7{9hBuM)i=
ze8w*uT$7AeoPI+Jq?8+EQhKX}2uICCqMwJX%s;(A){2D^dW91%WA(A_ph&HWGhnf|
zC~4E)a>|;M08w`vk#;&t^C66em6Bg-I%Q5jY0gywN<w9IHM`tCd>VD$JJyBw!XV0)
zOMzolo3quorS6<b+gm(ffw2HUDLVLhiAE&RjMYAPxUA9{Gki1eJkUr#P@Zq?9h^n^
zfz1c647ore0Br*7#wXMg5A<eB1D*Q`Gja~V?llD0c}rn7m`Yr1QH29de>Vc|w41W9
z=*P-0U2DiuWysZHk0UjhNd<4+$BTQ5mpJcM=@IBr#z*((Kx<Bur#NjFGnWAaxBy<e
zX5ml#P4Dg#JPDy~s{d4_Zd>^p(L|tnNN08ZlG%5b4+YEEHD(1q&3Y3=I6cfi-fUIQ
zMXRDlzh@g=BZ@T?=^3g))^?Ylon5abCt@N%n$MKrW}b_Anir6{ltQ$Ar(w!Q*__g!
zE!|#r`vg5TQ3XXa1%qVp)G_Ji*vAI!DR|e0n=DYB4TONBD%DfA)o7S{gqJ3VALbXw
z!SlOxMOhEmzT8`}<7BrTX{|rV%vhk&3e#W&g;%NTE$|XIT7n3dIB)`;Ht_3(g#)Ew
zcBcdc4C}W#Gc(2or_uxXl6~;<uJTZX?(A)XkM`PvZuuL1D<!!**A6p`@;?!`4~Pc{
zZl5%_D*$9FHCvE25SAM1yL(e_{1;sNV?snOme{WdU`9s^>Bt<xdOA)Hx*p@jG4&_2
zMY}%Mgz$~YXHJ}p3iD+kgSnI8>(du}J;l?+jmG6d2J-Tm_4?+GUL!0stS_dzGZ)C*
zRaJ(}s4}LqotkG59QEM2D$C`1NoTHfMlLl|1DXjQy%8eYoy?>9lzC|M=Ed9o>h32+
zqX@@F=Pt{&l5Z02C{77L8=HFRQ)Op@f;FiiJ>d^)<%bmjN1%b98`yZ!RWOPyrp#b-
zEk=)w%fNB>$?Etl2WOs{{wQyK7OunX(iECP##!a+3ElI_(aXN-OUKJVexDS}@lozh
zYgwD7X<aX&@U5}o9p*-H(F;O<uf@^o!(sFb8MzFwuVKVayyfAJp24~ECfH?~=6ut4
zY0Eic{?hM}tbXO$(rt{*RhgQGV!r0-72lp-qt|)A#vReDy?y4^2;TW!!yxx($_$^Q
zsHvrIA)T_HEER?JW{%?D*-w!^X+AscwRaQLg2VL}H^k8V^Yw=Wf2835Oh*8c!rTe7
zXUr-7Q>4PL;RnCQBxGaZVB`2#tk`b{>;1=2h1~zGbN!y$TH89P*clm{A~TDbx>y>U
zN;(+1lQaJk!jSy?d4K=O0EOg2LdcFz4yHyn$ZpVkV-?U)<o7$v@5sy^)46eWmuQWJ
zrL7+@w%X>S0O>|pp5DRSDz{>A4#nagZxUQZy*CP}iWMIHXe;)BJvaEqJ;aCVMJmPP
zwNdsHBBjpzmK45OZ-HTiW>P4Zp!>HH6D&`)`?AfyaK8&77!w5xJpKP-Q8%!iD5+7-
zi~qpqZ@l})XKvP?T>cuA_itSOZ$t$CpW(6CQ&lljV_Or`UpRdC`EDNy^@)k?b5kf2
zsIQ;9IjE;lF#r0%!otA9-GhUJg@r?azXx{@2@wei2@w$y83pw|GV%jtM8x~(_aC65
zp`oK8-N(ShK*NMwqusSZp&&xBK#4*_V?f<?L6Jd0LBm6T`+Tbe@(&tPE<7Y`1rjm}
zBtbPg6bv+^E;v|tcsMx7Q*X#~C^!swObXT~_pp?V5Gd`j+5F?)B2tM~wBsm$I;3WQ
z?ht^4jEjd)KuAMN_wW%t2PYRd4=>+SF>wh=DQOuMRW)@DO)YI>6H_yD3(FUdPR=f_
zZtfm|LBS!RVXwmD6B3h>Q&Q8?-{s`y<rlm!Ec#GcRb5kCSKrXl+11_C+t)uZHa;;q
zHT`*Jc6nuWZGB_&%hvYMG3ey<?EK>L>TVVa5gHl_N*D_4yR}2a{X{v!674YE;6wlI
zxa5opcq?aj%-3nc28&rqNl8H|LC+<$fMz~Czu8ma5UL?cONIBW)c&wN=H`QN67voH
z*&S4t<Z%(VFKWw3aJqo;Y!jf1ki&(s4Z7R?CdUdxX)G`>ealH+Y<476z^o<jP&jNa
zUo*#r;2hvvp`(*JnfPc}vo2s3n^DaTKysAaY-NcZp66&l>z1L3=hz?EV-@5wFP;BM
zQS#xFdyN28w*Vc2oXb9_tLe!Ww4>J!orL|&Jg23jm~I{THrduWJg0!fCcTw3TeDas
zBr@&enS4vl_!r0z-{nP1MET!qlqc(|{JeyO2m{z|d7QP+mM<zfRfiH0lGaa0J^A9{
zyYNTtVP7nmdJFSEiR0YO{8Q)oE1WAAE6=|=4;RlrbRI5V$W3K(=KoYQS5{tbZgOTR
zQ%iFTCvr9}7G&n1{fGR2Mo0epiKp{gD%dW#Jx1_^4O;2qxJlw+0r(oa@4}uZ*1e+~
zc$ao?CzwwpnKL3cS-*3>a%n)Fw5GZ~;mG7O$(Y5rj`7P;>VChTItzqT@ce!jtw?%X
zt=!%5Il$`7{l}fyHtB3%OP5Wu#=8ap07xbBE$auktE+}MFwMe(_4zs4eGbAvQfQd3
zIbtb4T5#OEx^9H*5tygTu0bFSd^)Ud_4!9WHaP9ljgQah78Vp2gcBR*_7rL|I;o8J
z&fGTT-G0;<1JC#5Wo@rSNCw>&xMF?*kiZ?HowN6<a4T(QBm?yQWL$qz6sG_Ic5gEW
zFQ+<{eKKJO-@UWL&s}Ntj-UuxSv-Mntr2;14kIfY0ovTmr|S*Lh}u7|Z}qNd!rJ$5
zpZdHuRNtK>Tbu$3>kar>_tZ2qKwn#nPk8Rp`A3nvbGvM>rI*nPLqm|;^)8^P9-El&
zwENQB)>E1>?PH*qmYqp#g9--4H4^Q&t6vY*uU8ino$o{3g*Jl6|7xzajm=_ft^MBd
z@#U7wCe`^lAj#D?*UQ4>xy#Ym<Qy8QpnC%-Me;jmPV@~ow-O}LUK;4=z0M%E<l<|^
zJUh*pr&}h?6liSn0fAS|nf04zPJa}?h|=VKx-xSX7{xHSnJ?js?0P5ScrtVeEL)uM
zICD5(SPVtG{=uS;#{OuY2QCKt0u7#fD>o;a#n+DOKq32c?sVgE5FP+H=hJfSb2r}J
z{`RldXf7>{gRd9x=FV+(wNou?8-z2@6zg=1$5D#8_l4arU*0W!xwxqOnf&65;oU;9
zFt=^l<B_URUnEygGo#auzybi!S76uVI^t(a(9v@5IUrlGsk(-T9}Ha9*KM3cI$tcv
zQK-2)`xo)NF1=1H4~8p4iBeL)ign!C&6jp|^ZjS7fAP5&#@Clu=%T!_l4f2|DCkb`
zn>fBlM06GJzyIwT5d(cc_NivzH}0vz1vS1i3Hf#%1WD9KQS#&)<>_HM^px11e!CWh
z3*uixpZeZyaG;mV9;Q)z6MqVr4iX1MEA+2V{KNh1G!lotU!y}Wqw)rEervXfxJVs?
zjM?|=Fh9Fc;ts-Z68?sgd>)5}{o6IUm`L4IRHFyqr1cr3h2il8->%Uii6}zL@BMj=
zKiv2uROsY?`UXTT{Lxf@6z-pK<IgA#^T!ww@e}#~flVbsF|TNF;LUe+vpxv?X?`<j
z#|Z5;yVq3PyIZ<=xs|sboD?RwHUL^by%=RIS@in&;C%ULQ=vidn<*&rrWPhU2CZ?~
z$IZ&-$T!H-!|1f<R@k6rPMC*pKX>lO)XIaw&daI%ZhvxoIKwJ}ea}G1p1U`HlUeW1
z__}+4u{W@@lj^UjOGVpqdvEgsp5i`GQx9U#`&=nsia73mpD)b1pPt=@-rmOiZ164G
z0kCD(-RWSq8!~w*K3YAmLrBk2F;4-^dz3eWj!*aJY7c&z;<l~^t@G|5+^+`)>e-El
z$vPLfA*+*+$dn#?BO7PqnXOsEzRN$Rqk_0@V6V-sv(Cop>EsPs$&4t-9&5G5%ZlT6
zb<eAtf%To*yU+6;Hy1}WKPL@GtEI!j`}3LxY1yP?q=aAiZ}+C#8(Pt(h%;a7X=*ik
z7_XjXHo6}CHHnRZ-(PHQwqM;|2jXtf_A2;r?FlanIbS(#TCI2P71m#(;7v~fZhR*H
zq9ya;b<$~d#2|{J%HHx@iMv{~`GSV!eXliAOU2>WnFdYeO)EcM010Lg4;OD_SfN@n
zJ@C#euL)F8;4JKb#ueJzQ;=`IIpVU&`!BkS(DgZ1j;ml9FTC`<GcDiG_L#lx6J+6;
zASAGgQIzxeF$E53>vHq7&gFC(+p`5OgZ1}&mY!8|3j9^&BbZLeEZQ*V+WorsWwzJG
zzSkF0i~Fdkf4y#a+mc~U#-2gr!sGL;mKHErq3MSxkxRT8-*{Q$3vRkSEncVF+y84i
zP3^CceJ5GlT6?`Fe2wybE{{(2F{<hZ(Z9`azTf`70)Y4$@rFp(HMi#<)?2=<qI_MK
zge*z_TyWw3dVbB{Rx3IG3kxoPJ3i;<ddq)jP5OWPdgVCGqyJmhE5E!8hpf>3`TO5W
zfkLXN*GtGP95Vy^i1sH%${nBL5#L*W2_AtrkmobgYeyAIQrB?}TM7q=5ERF1^|L~&
zrq|LY*+ta#*q@a2Q(254zTXm|E$cL91UgF>nvR=Cn#QhfY3&Ci!Ku)@y>Ul`GAn5g
zdfymMtcEL!N<YLEFXy91Ta_Z-V2BtARwcpx;ycKGsb<MB7_>uhQxws*H9;7Pzay@Q
zjYa_lW2H@kyP*^Zd7$x;Dbb_{m}EL?%qZ-RSR{sSX9=NH9HqGc@>r-$UCMrsynzAQ
zLR|LaqNWC#A;ScMn_?y%OG;|C^b(0j19{Q#7UKD%4+q`~2eVlry<1NVf2SH<6_`ao
zuO2UZuA1&t;~>U1Ag)4%fSsr$j{Wmbk15!U>7}tKU;25mFM{Z-d1kq}t*%DcMRL0h
zlZgmxpsxM4mAOnU)+k}z#Pml#;ULOvMUb4~YY&Zti%MA?f(11@Xn>Famdc!jNh}lJ
zbo~Wc2h}sy6uH1X{o>*qfdGD5=P+~9BoOzjlRzVT%DuLGb@41x#atB!agv1qpF`oG
zoQWh9a^A8#D7_0?V)c?O^btXZjZus*F$E*r8c>9*0XLr^4?EJ8fePUoya4&B8!DV?
z|3vZ;h7Q}(AXgfMQjgF80lxHz{IwCQ1%v=b@?dQ-rCyH_-}_r)amQxw=iMlKmKBqW
z(?JWqZEPYXN4>q}0Md!7dh0b)Q!1QHTUc3gr5*k5WyO2d`@L>pgFH{1+Muc(p5E6*
zXw5?M2vTt}Wkb{H7X_WT<vj=JWWjFoH!uWxlEzvSO6oRCmaiWYPZzpbwT}U@%_5hs
zH7d8jh##t><ObecPrd)d;e4qu5N?ZPS^ENVVof?o81n+@jYj;#iz|(=ZEdII_zxfA
z0wt1cHb-7X=eMLB#`qhx)<{^i_no}I(K<ZQZaW~>Y&!wG=Cl#qqjh44B<y?Tu%uD$
z#^2fRgXa*aP0DmQ<bs~83LAdJkT^p@daD0#iUvVRuQ$k#yL@v(W9lrd^|RmVh1EKM
z7>e1nw-CT7DDSjLdIuF#*HV3k7K)(|Gk#&UIT|K{QfR-U&j)mye)3kEC?d6oe|j2>
zSQVpK6|Me^XO#0x{EKJ$9ftvE_<%GYsx4@fWO02oPS8RJc5I+})xqh}t<}yQR0zB>
z{^#h9=7wWW&oDVj0xBGkVwWQ7J&;)x&rY}3xa-T03Ih@>R+B!YelOpRmU`BPD@nw<
zfe9}e)X28>z^9(Ao#@b!E6qeb9z)4oxjDu#E#CD<!xN4yAT$H*FI5I%Xd9IMbfg>2
zm9j0B(>9_tV^RRBqk~{|W;V^$)!8OrsfyvN9Ofg9sYSf<@NqdU(a7Lo_kze96~Ww*
zurBB=eJi}^mq{b0JXhnVX!wHj@C3*9`c|I8nN-51&)y|TNa1|RLjM%CH)L2QVYQvf
zEMN2K<TNQ329I+?|ItzJ%))B$A;Mb#YeFx#nW$I+!D(4-=b~WBuz0)z(!SMV$;-#p
zbEG1S>Mgz({>#f&jM1;U-LpbT2iM?yal9**crl6aU%}=%U5(9cqf3)Q^8n&*yq8yP
zIX+O@>oZlPZbC(ew8UP#C{kl%Fkj(&SYwSkd0cvMwQ)7c_iwtCMBJ4W6T-*OKJQxE
z#@|{xJ%fUfv9rg6W~eqkDe_dXcvLa8?AX_7@{<MMgE2h`Ih)8UjmdPJ;?7+3!N8gp
z+l$aUC^Cmzt6snP3xL`oQ?hyetMH@rE3#+xdd%`rB)P~NUi>TUf?HA90p3=&Jq-?v
znjCLTRymJ_s$Uq^$4MQio_uG#L8wj5C$ws3!jJ}=vJUnovyvC+-6dN?op4Ejq#M0=
z)tU1_O!urDmyeU0B0Z-Y-3q`@5N>BL$<!b(0CCHCGy|8j#mYigScOe(^Ss{r^p5y=
zPH>&0VHG~mKRpEL#mZw_Z{qB=&{fGUF!tBd*?4uSS)aaigD&1WK-TMa&u4rRA~T)l
zcF>V9ax6=TDOkLD`&7K4I_^Ux>z*bPwOnAjU%bbdlFD4!7PjZ~C*T8)NtdXB={&dD
zJE&dt2ZXP^s*iE&y{XSJF}pyzXDjZ*`W1C<dCF)WS24>qMPo%0!*SvB7q6awnC0;I
z)EI8?(&1!j-P4#7!cXnaV}Ol(EQuG!wV0}RL5HK!ov!MU88Hx!M8$cWT#+xBxAREX
zYjUskfdowW%tg!{6zT8@An~AentQ77)33@|WSgP>Fy_Xm^Ara{mEfGHle*4TA}d(!
zv6I@Qh}{v-X~Em59N!9UKA*T;#v%<fNB!W(%}v@?VHHu$#jAj@)}u@AiRnabG1E*9
z5_#{(hv(8Wm@<R2C2rTxEZ$ipp5Uwt5l-aAC@D+#Y+t$15GKb2u(?bRW^s=VSI-x`
zyeDtR1&fC$xU+o+1(A-UwN{z-qtaC!y_X2Y(@&O4-CyRQOI?l<r<bmlLcgT6T$S6*
zVhA|&&e3^+oNN3*zk4P75{~TLYRy{%EIfC+eeN6LjoCmJ20YpZ?oap6hF)!6O=3)F
z6u99^=zO-{X4t-t$rc;*b!d@05^FV|Ffm=d*NArSVrZtyzUj5M70~)LlUvh|F)}x9
zvAjAPUJIBbfS8*tb7+g@MsI~h#b^#Y+tht>DV8r-!0Ge&-nIy27*=C&bJ@M0I=cQ$
zGJhCuuvu!OCF8;pUGv#$H5nGQ5sLqo!9xQ~Gv89>LP{QIz*`{#sYR#f&AvU`sHrpH
zJ+J1MP?I6T%?64Vl7vFOGXTmdXNk&5qzC>D&90s4uRZeoUiDE&Y9wE*b~e&kD)Ee1
z=`8Qk(jkjmcu7L!+3ZSVz!kWYv7`FsR|D{kGtRu5ELhm+D*T#Cy1|0O)D&`@Y=?l(
z%3OwLA-0qRTB%)VFJ78(vv8)ZMHYKQ{01i*X-oA<S<?G{=iFqo(Ln>&o2MJc2Br2w
zBo*A;aZ&XfEdz%kkrd;xN$qpGz7b7a=O0>lak?$RNN!9xM?lU4FzL8JBlDxyMtzDS
zZn4i}eT6#){7=bJ+#njP5KMLl)f;~Y)u?OG<ub<*r^_8wT~pO0VgSo|veyXdzkbA+
z>h(l|NTtq?mwAS5FRER(<b-DcahwJhcTl$H#S3796PYhQRKC5%zKsTSFUWSXcT^Ki
z{PnAsh`8hTaeM6z6t@)~S1A`<S05cjn4@_<LTGk)rq>T^s&lW=hOE0*-MY1jhxBwG
zjCJ&}fwh}`Q|R=|Y)^(&(bgXQ8|ujE5x(d+__B8cOVH^DRT1*k9T{ilIHjCfF%=ab
znku_kwIsRsYfks{Qw}$r$scl>uc%cDHkOkVuVp?#R#>{4@|K6$j}!MMIUM*@+j9Ys
zK3ebSE%>mRSq-Ae*`IuJ2lb-m?Z-Q)wFh@l(15HPt4GmbQGP<;AzqlAiX>4hLAPgg
zu`zDxbLwYElobNpd7PP@59$a?gkQnp?h6*L^B<fJpB6d&w64UlpYet73(!CmYx%9X
zx3lFP6gewIq$*YeeCD_XhusV5Xd7(Nu+Hl04-AYhY{4RTP=|z<=e;`(XHO1P++d~I
z^(5BahP_$si+Xb`w~?TN0S_ly$e(VqFfwooctaTlFnnxcUkxkEG+yK_26I-*OSG@6
zjfi{2d7IgsVzS1hw?rHw;6B~bmFxnv+(AXTsZ|d?alj{bG?4KUIzo&y4v^gO?+19+
zjIA`x@%cH9Sj8OewZ<7yuD$_8R{vn^q7Z>Eyb}<8*|pjlcC1Ccr6P6Y4vJz&W$TKj
zyDJRNJYmZ~(haTCY=U|$pLItMEt)fIuOuDb==Jj!l?iU3o|MMx^r9=yfwBX})h$)|
z*I$56)6UC0W!>|d4<e_h33VDQR)+=l4h*<2Hg3c{DW3Lmws)^Yy!TOy1v@ji)$B$R
zC~j(D?Xc_CF|C30yAL-tF@^~%eVq5e)a80A@{EDhfESkxUFrAF&e>MjAp;w}bv^>o
z11CPNSAtz%1S+S;T8a)8A~|-%<HdX6?OQQUbLo#5PF9+@r4oiFa9U>p#V5j-u)b}+
zd0soKBg`~Hr#%)8f!ew`_j(?9TP{VJGVkRC&++1HCtvYJ4iq2gQymF%iIW2onEz32
zS09#yr^Lp4hF^Uce->o%)-`euka}ZD-|x<Z>JH$87+vYG!3~kw+E>$^(??7RRdpk?
zN6h$r3BVdeUQXb}y@!uiwDA4x<&MA&@3^9Q`5>{xQjYr>NH!DH#OL2^+L!HgcyuM7
z+nbKC8>q}~KQpi-(rV|o+O)-PC-#V7TRqSyydXS&SPI3+r-65byH4Xe`(#HSiJ~hF
zXYN8p%ab8><mUeL%;Nnc!KSl{SJVW(rO$69CQ8?<5~-q-j*|120jYOT)%xp)Bl{0$
zS%%;}&8iD#w_Vyyh{Hj=UJoqBa4D?RdpoXd;_hF&6<>vhF*+5SNu@o3t@Z+~jAAw4
zl)XJ>*AybN$ZIg*#;0rcJj-6b<-3}+!*ii;0;26L92c?bTnPtRpPXUxD20z5p@luJ
zx~2<x1VwHfeyP$m`?je*F3_B|ZcLgZO{nV4(nbRi?ZvRMJ<+{h&QtCX0W}-X7qP?S
zy!acXFBXZ$Pen%jr8#?AI|m(UMI$w2^DdNo6(}W<S=F6^nA(=fG1yGdu*4ce`VXh|
z!7EQ&sW=nfNWssto&t(FbS_e)W_8VNylz+1l4a|q1b2o$4M@j&PM2R`bxDk@(3r1M
zwsd{G5x25`o|j87x1&#RBymL$)QC@bDRa1?E_AB=Zx%O$ieeMj7(?L4>35Q=kJP98
zL8z=dy12zY)A5xFucv7AE9+SLO3-9ZJel!j;cF9#S4pdfUJ#D!DVWd+OpE7TRO~K)
z21GL;=uEFo5WITsc%bV^9B*0eGO}K}rhyP^HFk19FlcML?jDMNT4t*@O}PJj{ezW?
z^pRY${T^EQz|`q<D|Pa){g8vBiq6m{9z*-^6K}L04MLCinCL>)R@z6o(?{5rNUKv#
zBc6fOdHtK5lNS0E2@0n4pSwK-gfTV{vHLtcAgU0<M7UQA&ljDE8jdj(R7RzI^mus2
zy3fvgCpp<Q>6LMUy7d9+%w*y!&X%@tRDPA33Psy_*%VpW9TYRO>VXesBNd$QRMVX1
zk$Csfw|wEr>T$1V-@Oa>;1xyWoV3)ZsQX|#M}dD1kQr~G7$yvMM_aLS@{%O-xfp&9
zyb(*943NH>&e&e0scSYH3JN^XO^oM=l;$)WSZb%N6J+>g<E6*QwfM|uvATPEHbK8{
zM8Q!Lq0CC6=XB3RL%m0kVS=NTWPY}T3Z$s0-9CMz#FW?Qn2_zUMD4vRFZrvzC64_j
zP60%e4+&c|6(8=K+S$xe!LhW<KQ4<kF{UIgAl2DSVJ0XK{n_<Rg`hlFxSb2hgGVlc
z@@$E$Bo72+R_oskY}V&~MPQkH66fJZ4avpo6Al|AczsHnL!Ff$4-t|?Og@#aGCo4z
zS!(c6K7sBjM~C!|w79UR$G9|IDGm1FE+3)jkVm@BFLU&NZ{n|`%b)B2yC`7r&#=C)
zYsX&~lsP%segVb)g@_gqAZL~{eQ6FkcO8P){JzXAVQKAT>OjscVQu7O`ZtiO8+56<
zRSXd)_N`FsO8(5_tY99WNP~c2F6>zwc;(_P*i__avy?^orbJx_o4RwA{XvY{6jjOs
z#z0Rm?~(ef=G<N<X?>M~NBH6+9#<FXS>v8#ReIycVD)iZo#^sHF{f~<#n%*y2_4x?
z#ls#?i?iY<XcadRHUq0jc(-iANluBh&zi+$?m~Phk4o~yR*YpMq*h$-H&7kb*c@Lp
z&=gBO8|;2n@YwSH0c$<VZG?)H9d$@}C5b<HO>J_`6iU8;y&R2te}j-KO#JP0op@y0
zc>0avragd7;4tq5&nwl$v-qpf6Zve*NbT9B<7J!JMV@0;DM<xsfxxWwZi!W?b0KnF
z&Nt_NqS4U7C^SjP6M#bHSM5-943RS0SnUR8V<xmj_UHPtw{sQIuNZM0LrwNtDTdGd
zBa_<kq5?VMsvJJ#j7TCq?gf2u$XcJa8}JzXG&b`_?L}fFAp$ek2WzS!GyR6o(%BZU
z(t#7K)Y}0me4qG<>l4T;B$|wK+Jp20cV&^aK~uX8CV6xRx#4{eK1681rzxY?$t&e6
z``Wz@?GWsEn*g$&E(t9?1p+rPz2h@`_v-`DA3bECkmyq2+IrzlJauT)OIo;2LM0S|
zv<c`ZB(BCbAS+FtO;c_qp|R=Ns53Qk#{_NwBSIg$V=@;+H@ZB<t1t$Ql2q?edoZ%Q
zR2y4LzO5MNq%CUphC}P3&9U<>zZV+jX{Kx)2-~QkiX|aGm=M@(H)m1P-ZFgIari~>
zBl^IS$OA$Lq3iX2;*@)&teu^7_#z9$upU>$fmBBeyW__`N{i#W7{?WU#qdgw5|9`i
z0ZxrHjI06sh93TvyXRM|8}(iWaAh&;5A{2<9&sgfvMh00PbUkGpa>Yx-@)c3$|-F<
z!j}q}OkG33zyGQmR%<Z@zwPn%R2{xSTPCh6`M&-QTcwmc>wQCJnOwD33c`lLwhxY|
zFyo>*qDwr7Vxd%D!Q;ZhcD3ozh}?BZ&8>0ZvL-j_;J=YA-D7WB9#jIpFuf3Ctnv?~
zP3J_|D5eIf?FiOxa&D)+G5PptujKR69E}-wyzO>~pJ!;?899*`>LAU?KIy$0`p@nT
z$QSUQpiO4>Rysp?5S_s~cQgzQ5TI`DBxc&mJ@W;9^$abw`>6dP3QyIhRIe)+KQWeh
z6I4;CiyG<YOSkOl1z3(X%55iMgS01Aa9s%+^-Q~Q&f~AN7Bw1-X)ppI(SB2wO{e9Y
zc$(nOoJ1P&2wVh%d`T|2STaRXNVL^%?5Qx$J_RH_lC>i~lyFl~lJzFcc3V==c{O@V
zrmY)V1xzW^9WC!wc}e)Cclh4r<;#Gx>c@&l_x9^;S$NCo=ks}MFsf~EHG@Bt&@xjZ
z@ZdxfVL@>^SfIob9?A4<8nh9`-g)_X%7`ws@~?V8u>`Ch>h`NWnJ?BXTXx-tdd9ta
z9MD-_MBi7rc~kaTJhHaYo$T&G04fRKAADrrG}2e)#mdUc{x486H`gydvhN_|XGZ3x
z<jl{E986z2k#ll>b)rE4%F3pWw$2X5rj8KZ_5-v0)b^zlB+b`5UsWI^k-VvirIDzu
z8?p`y<OUB18#yO0r`}gozUfN{68{DA_q>1k<eoX$8mpK(k?TOJ6O({|piSMJAp1LP
zAPo@x@%{A2w=}sP`LAf_ue$cBBO5vEx0)e9Xh&9Z*01lP45^KrS=`M@QpE|Pa>>6Y
zlyqb#XZzYBNE0O;ImlUmC}&AXCbq9z8op<efV>a#*Yv8YoREfpPp_)VPR{<9&rlUo
z;rBf)Un|j6eE!1J*y&pp(l)H@Y~)-#KdANfCo3`+&-cP1uf)pE4te^$f!}_zKz@F2
z5~QeK2=uLlzX<f#Xu|VX1KjN(tof^6W)<h>PT%f)BN;ifhNTH)?D;!N{O>zve)=*0
zq8hV`ypf|7q)|U;^ZPwD$iE%T_7-Lwl6!GNl&nSihRE6bhH?n*f0pa%zXfV6Du)Ww
zcSpmQ&E91kZwE#m?oDl1_Ue^l(J_9<9DIi%|K02RKXvD(zKt9A-~7oxOMZ`c0b0Bb
z_I(GYt9kO9<{Vzb7-)9+ZpPTQT<^8>S^fsx?th2nAG9aG4$g$}iM+D}O@j(gpJwwp
zZ=Y;d8~-kkkpC#bwNtu_`qh~R0%)?IJ5Io0B*t@NC~aY3;Q(xvS^XWC{I}+}sl!L-
z?o8}*>?Q7<>`}Gf;JfzU-Aby{D_W1@9cOy6s2r<g@w@JKv^QA%zH*$3(QM)DH<=%r
z11^`feTGzh>JsSc3!3TTH!Ck+F&ngatq&v>YXJ61N)8_XhCClB$~&BqUHDvHxTL#$
za1U^&KX1^_x?X1RBP&SWR4gmdaL5)g(B$q1&3N6-R$FnuoUd~SZGgdGwBK>X0#m9{
zp<SU@VOW9JpxsMl(6QF5SqEHD=;fH_)!Z0=y;ivY=<w1U=F-P!Wv<p1*z9?}*xq3K
zyB9_E$0<`OAFr@oXh_P>G|Xzr+*vPNcYj5*aGi=bh*ogiv=Z+M35c&jH=4r!Ww|pn
zhE&kwc&&eYbVoAc*X;}6F%#eJSgRT0>{RVw?>g;H?81R`*%W~a>m!+m*arfg4zDBD
zixW1%?qE9@&$2|in$3kIU3EpeQDI!Sn+toNsm;;sR=1;-^}!TjtzXLgDVO9TZ=RA*
z^6l}#^ONv%^2_sA3%Cxd)VF?lei^5lMYNT|q$lGr+Q?A<AqzYE!2BbGNBXTkx0T|*
z=}hTxW8Wx{E$Er7oz=L$HMjHp@(5@+lY4yn?9#(~{pxh5UKza99;j<Ddagn3dwsSC
z0ktgZ{I6TLE=0o5J>+=KZ_1AcX&&gg`=a5@!h+z4<9a9={iuOf>qmC7ddE$LEEnmZ
zQJO2c{*s${GGTzh?}Vvb&0no#yiDWq=)y6_o<MSZOD1;@=-!}5+0Bl!JJ^HNp}*j`
zUEnYtyLD^r@~tpQ3GjDX1X9%6w(1TXNNrH1a=Z$pBLr%=@F?>FWe6%}3DoaLWnTn3
zU#PqL5Lkd$WY#ZLNuB$57;G1tr0MStmpixDbZ+Y((EUK5{K}cHB)-GYtQPo-H-!SD
zNwz+f<_+f~BO@9G$6hZI20))>KX@r$n%xNhFWQ$>GTnXbwA)0}BE5cneeLP#iN~ye
zvr{OrCzw6lJI%2E3Y6C9v+t|@8!i|Y!)#3!PFYUxJV>6{y)hdtP|V(-uTyQAOkjQe
z&vF|AmwQZMVf@cp<&ByMy{#a@HRV6PwLb-Pp%>yT{y*yh3!K;i9mSrOe=gZjN`#&)
zfb07%i2q1TIBodc<EexS=6^03A2W6!^i9<F{Sg0=68`GYg-xd>yT9qCe_r<|EB|o!
z7v=azn1AW0fBNn(`xXDFs$bObAI<zrH~BLV{j@3mjJv;1$^Mubf6R=Z6!>Fi{4#?4
zqCfwb8Gp=-pCibx`ty&O@k=-PV`lsml0Rm~uifO2nelUw{j-|!$ISR+W<Zuh|5#Oj
ztg4>_=C8xWAFJwr%&MYQxy<0UU4-}<k5+pPd~Z){M;VC9e<}VK8T4zzg;%do_~yX`
zUv6d_G`Ss}Y>j)K@9!NP9PI7sL4G$Lw9L)S@VXzbaU<+>k(Hd@ZNy{>dGq<McLbwA
ze0j|f59vaqE19s*>rqmL^=u*UE8@Xh{$IKKOXZ(Gh!ma1se;$~6LODL_pA0>vjz_4
z>p@>W<$U!t`rKaaK{m|;TMh6A*}1I-g`1B4qZ{RW!H2bYQYHGCKO9@rtqB8;I9_?j
zx~O;II_r&%jh7J`WxDnDt35L7qgjHUr`u{TOE>qgLea?7ACFr6#s!0Dt@qWF>CxO0
zpPsn`tcS~L@#aa|lut4iYCGPm1#Y0xC1nfyf{)h+rvV17&O1|q2x!Oe2M1G_6IOgL
z*HfHp1?+_wa(?SF6!)Jj9{=XuRH^j6IqHQpXR*bbKZ$?3W4iR1S$^Go<TbDB{(PQn
zO3NMin#|{dVzhp({#cjMpjsd%dDFw4*37i(cb?Olhq0QOFEU-4`P|DAH&2tU&kqW0
z4H{h@Pj@)-3TSk-K1_l*`RNO9c4sQxH@$AnMuX0E8Anr820?AI0hfx|8v7N$^P(C?
zz!Ym1=oJ_i7#EloSOTUs&d$!p8X)B^T=Nv(biKj?5|;=}#tUcTjW|*XRtWZc`}zt4
z<@`s-nF!)~H62{NOYi>{Apns=z;`Ls&-BuJ1Z-;gP+6G}vEm*iKp`M_<6F{M=+)f*
zfhif{re6mMXlEH_^=gg{v0Ic1oIU@YEB!GtL_l0J12UsC(=&;d-17v`3Q8E(d%e6(
z$46BLu_hCyus%Ch2&9aGGF8tZg^tpu7Id1M#{Q1J9&qX{-#q=}i%!Q?`_6d+wnaBv
zNyln~G2a-(T(PF%MVq=gc<H0QpY}USzL7Ls-*MV4X<};GPbhG()qf;Bvcn+Blnj9Q
zrDq+Py|IQs>m??j;Q^lCim8%eLWxG#$mxMVn#0-d3<On?d6QZ@fHeeh(oURC95;2v
z8yux6mKtW6WyP2W{qBWk;glgzgG#PAfh7J?&jmVRA3EWi`-4U68DBHXZuD>b4)*W`
zTM7bs7}1WqDdva3F|vBH3|lNW7&11mf0yGSB*$V&*WPLLK*}N=uu0R0Iu!sQQFXi%
z{lz-`Rcm;_bGdunhEgqD18%0N49*OY{^pJSrdUKO+YF>vz)Zj9{YB&as_y=I@cFMK
z_C@gbg-*grqxuK%+BX2yS5y=)8xQZlz+~UxRe!@u{WrqV{sNRj{vKNR_dqG$AAqvo
z1Eu~A_51IEH9uRbP^+N_FWVajVJO97pwE~jh>OkN-JyYA2|ewJqQ_4wdO_VWf+i+E
zp2Q6lsMp<?EDnCmR^HckCkRU>*eIWR#B~-!bZvsFzCZW0w=$6%%&@I!el|nQn6*P5
zsty&XweogFaY9yB7C?0EMQNqm;u2Je4qu>o&#wxR*kOm9f|;2aP*T!VU&~DU!PD3F
z!hGa~77SY?CB29gnAde`dwV;D{ko_EAgNierK7W&>if$6nWjvl$!Va7OqlW$NSg4c
zkVuxTX)_xe8*`r5F0l)(x5*4l++191ofw+h=y{wX(a+qtgQ*`su?wmsZmzDbuB-$t
z47s?vwvrj?Z-&(F?b*EK?Nug!p-CgP;kPdm=YR}PK^<z2sJt&G2^l5Hh>3|wNl8ga
zZdp2-Mv!dTpb=2e9T->&W%b_1j;)<-iBBr`-Ls#>9KCsJ_xb|f$HBqD!^6YH#l^=5
zyh;vwH+{(~B!r5B9xkP^_I@8<+DNwwTOp1c$*BsT3G#tZpscJ60PwvM0fpna$3ihe
z$5A>sJ-lc2BzhYKXYz%A0Q!h?14|beH1yKe*4O>R<%g7)FJG4T!D@_&MkiC^aMm$T
z=!eT-LUt6M28;2A;l7Y2>?X&gfZ(=n`6_{CXV+B8z>SPBf2jaf?BHk>B|_cB2|tgi
zjALFy2^{f$CGosQoTQf61`B^t0T`^epYJZXQL+zULt_GP6Z4ppPBRPVxVp<72GILN
zV*TR-TL@HWLUZ~l?zdNA`;P1avMzbTM7)HxpRtSfMc(wqvtm+It>IH>$Hr4Ro0^&^
z=kasYc|7EO7i{4PcOZl)^^h`1;NggqSiZ{eXI2u7AQ($L$w{181-(K$oOka{8uKnZ
z&EVH-X~cA7AvhG3sC+K4hmW;u?vpi^2k%(?-X}y8lOt1zlFL8Fh)cBLN1w%K#iT3D
z6FvNBiyn@?fUg84fgC$j{2~@r>LIefi5q*$ZkQ8?{WvN}1W`eRL#lP$-{erez+B&1
zq=+Qo<JK3^*z9QJ=$9&d$Mx{`9|MWt!qTMUaC0}xM7PP&E7%kH=8Uw1qA8s}m8x0v
zS&cHD;8GI>F$Md5dNz>0&s<j+GImXq@Y=;>y{wpK?-4ntr@s@f$1E@6ZGBN}7!jN^
z(E^aHzYi#M?_CW)`SYpn<bdoqC!*?sa}nwTFUlq62FF0;eIl5XO1b;t+XCUaGY=@+
zE9I!^;oi0qe#psw5{y}aHZ~IijZx{m<kBuutuZwszjcYxF$TSLN0T=bMSlB|iUqAq
zy59L|D$u1^Rru(w$Oo}2atU<Y29_g+n(biT$6x3q7B96$W^FX{l3G7bwkDgeOoLB>
zFt_l-YQ2|^;7V9b@eh*o56io{0O9jGq^irU;!+J)<jOWagt{GEvbQIU;N9T*Mb@5&
zp93b$dMS6=JfoD=b!g+YGHZKY^ItY16`qAztiOKsdR^=05(F}(tjfcQt!gSC#B3ck
zU=u|VO?i&tGDOE1f6434Dz{%Q>V0T*yt=Vn9>_9Xi93QvplM<l=b!T0-xo^zT2Atx
z6!2dWjagZFIDabOU(v(=0;~Q21OKN&8viZA&VNY-|A5#2zf!>qo`Keb4#ZAWf$sQJ
zC=?<BCIkd0UGa=T-RF1DZ_HNY<^`%D%Easp#IqB#SUg=cFc29TSu*JfbiA7po~uA)
zgo$YTc8<lLuRoOdKPwD3aELeN%&T;Vr=E2eFr#z6K4=Fcg21z5_n!J)x=XO3Q|4Jh
zQ1weD7y#unHUnmTJ<tf`WW8pPf~>6~V11ftk?ROd0N6{qKBzt44$mNJ=DVH>%)k|L
z0VQ8DdmY&Ap7&gAG8@ldHyeZT&NdiQ`H5dLGPmFEj|w^1ms|z-kR-<d3_Np~Eqvu~
z`w->y<)4$ygXIu`h7k?Z%@=o#;okK!ewpKH*-h`;VJ<!_3k$n&fY?2qsqhx87QM#Z
z=*-=3y{5Z|OSOC)&(9UyhUe~X+;8w&N$Y1sP}hKsr`)N)FS>^{S&elBh8@lS4*;7$
zWWOKgC$mtOn&NtO;Q6ICO6*_O_&3PiZt+P3!n8^I5ZmXZT&8_&uWztL9Lq*N6OIsm
ztxQkf8kaer393*Wn?^L|zTMHI&un_#s0qqNjhk8bj*A!xK8LIS;`K4Z$+e)4xaRJ6
z960>B^Yt399kV-6|I3&0Up<ePZ%==ES|=Yz=8h*{<I(--t^p=YpN({e*<8#le8BB1
zJ&HL<y9-pi(T8`jS9zE;^|Qv!`GEah^5Y{gnHG*s&WGFKTgmX=puWKtap|><RO^5J
zJW{-srtmzg-WycszqV=hAs3%V^12ZzU^XL4J0mi`PWB>3GA+yFUhwJXfAc*0^|*LV
z{bCkRN|l>F)S3Gi*LX$B+hmi2|MF%0w=d)6#=rEG&+*f$YGxg~zxCICn$Udm2WZvy
znTrPa65Q|pyc4EKn}zK1cq|ieM#8AL6xee;@ieWmd~Bn}9va8^XQFuAjh*=&5tw9?
z?hs7PJ`2y&N9#9a_(0`8xJ4+3$sgDv03I7L7>!b=iuPZ<jFhdo1S_a?)vWzMBCeY<
z8vwJft-E8Cu$v~*2RD6fBYR~$Vw{nwb<@?r^WWVaFA)B#h+yO5z*XdDD((AVm@}1D
zF=9YWHsftj<q1!J|M!3YU%!k$_=7)qx%}7edumR==bp7C7=r=xT`qmW$=Q7-qS2+@
zB)S=(=;lbI4byzEq*{+i-&IW<t5=6hGvnRpV6x?ppmc<vjZ&(2nEaseM;zEW-yMO;
z0W4~1m-(q*tWNQoqijRw2c7>0ThtSKrErc|RH(B3@1KVYW!tzA9`irbeO}wt7F9wQ
zQ3>^{Y_sWm!MwQ<gOZgI@wpRGav_7_6}6d`SQ}S^&maEbAN~)Q;bunW_zaAVi;;>v
zv!78v*^Hl84UD&tv@ajx=KpwW<dHdMHrM6wXVP7=ee5Ek`IH3%2a*WB9k~FwDE{b=
z{wVSNPh&J<Pt9pMj!0Ra9JA?tpW|D-I$VNeM*AIy3#nC+g*SI;ezQ?DM^U_s$@c@<
zr$0UdlWgGt0w8dN8u`O&cif*e%fd$jJhlkOjxA97Gh4)sV<X<uLuC?;Qmy~<^H9OA
z6|5L-n(|5ac~?t4Hl=0<fKxZ@NG0I;;YhF1@tpq*3dC?BSRuPl{AmuCrW(Y8JG1Y^
z0#|tm83_IHAOG?Hav5$K0dT??=_^mJqV!(%E2{jQ(j+LMiE(C=OFaEwpU409GV;~^
zIGkKt6>!@3zf1RN3WSy{OwP>cl8YJL|2{@yZKN_{esX~cr9lh!kzh-(IA(1K#-RK%
z4#|u#+5KzHK2kxiZB!<Q%waM&W^G#gi015^A0Gj!tQN_#{(`sa6vsmTP&$>H?t=+E
z;k+4OXg0TKJGisOJgU99MJC+b2$_kh5R|ZLRl9%kCx7Bo&C(?fh%4PETK#xj^(p{b
z2$lk<R2jF0jUpI!cTFPPPXl^yD?c`hEbu>FgV`vLkW;fXEieX|esb0Qyzhve1q<sc
zeE!Yz_|rfA(_G9?PmM}of|?><QF=}NB2AnrfY*yg%FiluXxVHASibS|-`*N=d*<3&
z;CwROS8pG`lN3N8DM)Cur9v-UO?0510sbGq9tk>WN>Z$nM;1hyf(;YoI_hoT_;Azb
z347>KDF{7MK}othWwKo`|KQurEpqd^k)&uhWirdI)7s$k;o7|8!#?`H2!w|%gsPd;
z=eSjEaVIM6&=`(IL*DfN!&^9dJ-9`DIQUH1(|4%7C{(Dz{ddpf&;IPsl&zvxs_Hax
ziT&}~Y1B8P(^;5hoFLf9b{XB2OOe60@;8IMxe?Fhg|#HhXDvq!j^kn=>Y3IY)ty|E
z=(q}@|MS<QpuNQL^d~UQ&xrc50O$C?=AnL5nvzz|6vlaRM2c_xoJR;7$(^maF}?l2
zo=1K6D1LG;4JhCUnZeTdz8X)*K6#zE#NKj)2~Q&LnojcA=pZ};OmxR*f^DQQfeZ_>
zkOoxszT$rkhllkIJ~@_1<!elq?t^bC2)o{d)JAYH)BNNYlZ$}u!XkH)EY43RUp?PD
zKOF+$K=_tIm|CP}Cz&yU0#M5yLM%7#M{PpO?PFWqx8J8W5=i;1aI^rWp%O)*NdMw5
z{^BqH@-P4Dul~yCpa1!vD_8;Ix#F4(XC&HK%XcoG;(saF86C4kfOOc%b{Vd@!5J>K
zW*<D%&5hun#wsHYpA;a+V`lBkvcPk;KbmP>b>F^3PlHhAmJ_-OQBdMG(74?(r7yad
zPmvlz11W3iK~w$GWb025=Ffrc470k_BScWOOFB-x;^B4V5pTI?vL!ib6n2^~Uj*%4
z={~%D{A=QBA;{p(mI^(In9&L3i0*|=zx<h}i8sNr&<2FtR9&JE{NvB`e<ELkS&klI
zGBCTf?d%mMW8iU)dJ|H6nbTMAncpzkXPC?~=Z|CIbbGIVQUq`y<)8*t;vv_>L={9*
za>7C5S+iFHUvYSF3q|+gEo>T3!snv}C=g{rOaJC?{^sAm4A<&NbjnI`eVE~iPQL?S
z4vI`EMrIi&3xECBfBmxOzqctjlrV8f_j#>Hya}T$$ORz<n!OlIni9_SkPxY_^aUao
zbO#nd6k*}v|NT5%7@VIyNH~$W*FGcl^+b%YC11iMFMI~ko$iw)ax!?v$><VDS>q>E
z?ZSb|U@s1duD9k}Wo-m4YK-b}#$IS+>nrA8>Q3XDddmR^o*o{OL`3B+&l}Wnar2QJ
z%`~MiqybgHgFi@%f4pjpzE0$)6i6tW$bcFlGj7<?O^@Uy-RIgPZlaofXQ_sVIah?q
zbzZV^EYuCPs$}Y>*#@!~KLrBi8$!-wutEsmuuCntR<<EnYBtBku;_lI-(U+4%w4W6
zK>ezkzx%tt`wuVUZ~yjhm5)MB?NH!$)ps#`?h8N#PD~ULp-Z*e=w;9U@b`cJ_bN9v
zYXZ%m`+}4Vrbk>Mof|d4ys!u%k`;j^1=DQ8iP@{Rv`c~rAl&1y;bOKPvD_R0G^RZI
zYG%~F0+M$P8iG9Y1RJk}mUt86)aRq`2$ON!JxT5JaGf2qseLo1x9(U7C9KZz=H^MG
zZd}3t<eeE;3JnhUmUoJ_R6YmHh8AG&1eo~~kgjD-$UV^sx!osBJ7hdgV&Ig5Fd2Y3
zK_PI+945PI7g-j96pJY0z`~t|ZX?6)+z6AMOz@DxFcl{IoMv;}eOF<AGG)8`Ya<X2
zlyAtX9Ktu*FY{gFu=}%Sk>@p?oNj-cEwT%8&ff~?3<9eTDw@9Y|GW$pL}1m9vJzTe
zd@780TEG#SeSu(K<>ogH>Pq%iqN;};0k@Go|KI1~!q;@4Kx*H-p%CQz=ele(GnF34
zd8VRTVu`@gfxJ&S<tp%Gil0U-D0yd8**vrbN=93c5Lk|M>uZb~E)1I*9+_Yq8fc+A
zo|>u20wk|LQKy^TM}P)b>!EarLM#zy+p$SnWo-(q`*w+M(w&j7PmVqhU%4?`530Y3
z`ONi)uNzlL60vRH>B~+4Ok6$#AYcRj5uF%wrztQ$Yf;?@L~NQ6{L}qKonPL{inw<;
z37JTN3bGO7PHtBww}NbeNTj3o1^b#l*b5ImRWjuvdVoT%!X=-s-DzQ(Ieq?cI(Fd?
zf&d!eK#F4W4Yy^#1&;q=S9LN68x&&Uek|W+i;x*PiEWOQYRx$cffY_$z(4-uKWYL#
zbpa<g1*JR{mlDgXy~4cT0%ov6YjjriM=<*;dFYYx^qv3sJZ#<W!z;d-**2lLf~t%#
zJ2!IOjm(*uk{8*D@<eK`1xw7M13n|{v5@AKT+=H`^4xj;F0VXnMgdH)3$t@*d2U7n
zuL2n6_>4=YiF9_K1Um&vfJvg8z?6unA5BYpO^nr5U)$O^#=Z{K;cL8&pFVx{lr?7q
z9WB2OJ)Y|$9S?pLlu_7`6G@y;^1j0*+-v&ui?oa&4^>ZrT<05IE)t^&rkN~Rh3KjM
zJpU%<jz{KLlJ0W^o)WH~1;2+VER{#x_=kV^2LvvY712CLiKV}aU>BAqxhx-8xnt8S
z4>`%zgb=p{E?+tBruA4AhYy?k^`}E1by2=4_8!{PdQuCnsYmqLoKWjQ8ho2ACYf`d
zCv?cHu7#j*a%P*Y=UO<|H-&5A%oKZS5S9Sg)}svVtM=1+RO>%I4;Se^?t2PV9?s+9
z9VMI_we`>wd8y`9XXaV4?F>Y5^=Mv%OM~D~T941D7PB5zvDuu1+Xe>+Ac^1xjS@9e
zQ4dC9$5;1biiNcJ{Dd-ni+fQdI+ItP{0<Wj31DnW=(NcPX3Zq6*lV~j+;KmCqOJ>H
z-PdrhFJI4@JVkQm`eWD3CaxTc(oZ?Slk}bBPDDaWtpPA_;RbAZeni(86QBvEnG7Wh
z3%+AjY`T-~W2Ut?e-=ylWimfagB8oxa_mheM<3YNvy$A`UQ&X|Y&|H!w^VEVPkvJ!
z;7Yp;Tj0sU$I`K@ejEfOaq<mq@J%hJ*i#WoUV(h6*7L=;II1S6N+r-J6rjS<XdK(T
zbac3Lv;ZW3S7V)9=Rm7q2|`<s7c1N4ps4w@^<2B2qg{XQ>v3_G*fmoMHZjVM97$FS
zmRKDHE6X=qPb^pnB`-VrPJRz;-=WwjVJ`+b+2O03a29WRkf><|rJ8bDMXka3250&P
zGy+A1xR;S8-rmY`6e)ctavDOWm&LvK27Cj-auHWK89%w|!c9*}+1x#9Hqrhf6*}pW
zcArBL#F{wBr^)~&uD&D!Q)p&#TXYUZ2}*PszPc$KK_vxgK=5aza0M~DxSy8@^9z2M
zmhelDGFjfaai{fMUwkB&OYIb|G1*?%)<a>+<fOQ*=Ur9#MRK=BzBU3^L2K)Y97Q^i
zS*5F&@b)urJqqW`ZXtwJO@D1ul8RB)<kvPKP}KenX?l=PBdtfIiB6fT=$zSZR?U%)
zsVynkZteVO-<%cuGsSE@?RxF$khybQyk?5GQLswQQLt5jXnVC~zV#ffr$4n-sq8{b
z_@?|B)E^BOz8Vog+9;=Fhc)^J%pAWfs?pVS9||cu6{x)E#Y3M-A{<yQPXx#m6*XM=
zDzg!1goHUycxBZb^^^0gWpw8C7r!I9pZ^+W9znr#p70@)(Y`}(!3a#DL5bV-S#&z4
zkuVdW=pbNn@K5(IViH==(yRl%wW;EEpVH$_>p7UL^*GLj$#zT;$r_(|m~({_1<Rl)
zo`vPg!?YfNgvl)p2)s*ky4PO(un1fQt@ZvBwI1|VL1i)}%xRf^;xHyFK;1`;bm&C6
zR+#3PNy>6&Q<eE)`C2tc9-&tNUu!*TGr#gFTf?>YpcE{xavbf}Z5FffWtVQ0zXu^W
zU#a!bb_$^C2_Q01KZPIBQ~r?YXEYF8CQzF+Ajk`+-3Ry(Hlin55^d}+Kg_lT2-%QC
zci1GS(!tbBB0G{bjhF^Bc6cQP27Gc6S1Z)!WMrm|Y?qc7gpcHY@@s5{nOw3dlt3gX
z-C0ml4{ERk8Pe@$zyZ6NAcX^;19(DXDkCv^WP)k<AX65?w)R=ZF(bGottRMG=3B@J
z5IEW4tD7F#oweZ4PsQ>Yla-P!Qbe{EAm;_kH?GG1MA)@v1o;*$e{uxc*7Hf${Y1;r
z0PD~LNfaqU;#+9&Q?#C0;4PVGGVv^vpS16JC`Nxim*emL6|t%@Q`M7ARgkKQGy%sJ
zuO;-lJ0;8u7kNy<dbjFNe7R7<Zl++(i6Fq7+v+`nFn=e{E<TS;eZkg4_ks*?s_jLC
zOJoGRFqs2q+>FATlLnOIw^tkZ1A(<-?gFU@EP-M?0)=(#h!+VB_U)yc5K?m_B}q)y
zYN5^Ara{cY8ezw^;bxrVXNNoPoAdSh4#LP+-XpkSYuzDYerT+?8kAr?Re){xg`JTn
zbbdV&AmgS5|8^gy(%l#j+q+Al<5K(n{njIiPHuOY>?!-li%;#tIWInC^0uDWB;`My
z`&U8x=~_=|oYS)E>#uEUA=0NVh`ejk=hJ9ODol@#s)?E@^t2u*-K0cHDII|VSk=~}
z@a>``=MQ~~*Ko&hjP#W9M2#y5*T&a^{RXWEEZpXN{UIQft=)l)bVLX%@0v&iw%y0O
zPZ~$i7VH)33RF9V?SP;$X+1eVST*(2uWeczqCz|F%~nzsb-~p*$#_TZWLhQhW_~|&
zvz5iS8Bv--7?{4}y2p>%cQDFYZik06u3jfV(@cgx+|qrtupYha67;~Bjq>7Sa{7Ml
z$6A;?-+Fk+0@8-S`Fv*aub6C_!-fERXqom)V;8O2AhT~hpJCchy0!&ETkzy(eCtt$
zYNrK`#+dJ1ol~E3$e{4*PHFhmXna+Ps?s2ghyGU&6=T%tW`0vmai9g8#+TNkV6~Vu
zn)Dj&CL>=>h#<`0$?eV>&FSuQqh{*MzV&be4uK+nlOmA3h0U`uG&&-H(JS6^jFNC3
zi!_e>T*ef%8ISrwTRJLGeen^m3>q%*kSfX}g`}UB^D4{Z-o&b}Jkihi7IDjURoVqt
z`_<E+>horDKXY^DtHkJ`E`U5!?-%X`@cvYF1jXm+ZQX8w;eVmieF{EeALwN-&PeWL
zTJVv_>97;X!Q_zng~d;QP9_UYcILq#<O%ZAb9bbBThC``_EWD#29!hH3R(*!q{Umh
z5k@&m5d^Y;Flduv51np;kVgvS!&~5Iitdhm#*cc*k&nI!fzbKnzY0<m8LCeMa=&_O
znmZ0`HxGmYx$gidTClVAke6ATX>%ZT5iRu@Ipv;qscA-yAuJ<7I0#%}{Hm=d>XFtX
zG@cylk>vV}W1gCW6{Lo8>OMIG-2COIbgBSaC0?WYd8hSAU)_s%mW{!xzV*WWIePzQ
zT0eg?utZ&jmfsJxgPe$vE$zVPY{Wu_+tGKpebd|CG$CCB2q9s>$7JARb^AWD&Fyrk
z`FD%FHI7n(GiIuk2bnzW&u}J_d0vON^?aUeKdFV#05MekBX2$A4zbNNKXgh7+zdaD
zQW_>#oCyv}6A+YEea36uO)aGKUbFA1IZ-?+G|zi!F1BdjQHf4*hKqEch`@B9nid66
ziOS@)7<1o*8Qp9>ET_e!>DaErqck9&Zt_-J%uoIK9cdmHg=u7?X6oy;o_aD{kKOrj
zK#{LL>z-WD6S=Uq$CxRAiPyn^4pZX@AV#4_#%pgqnt0X{LrLt~c@V0Hb?nZ?O;UZ4
zn>J0dpmBr~D3W>{z|VA2v^jo1WTDRA@hWq=UBHKGd6>o#9@?>eKdqs)td7w5+Im{2
z2a}l%nJ1G|$d*VD2e^R=M}iKj<P8_|u?{$FGMI|+&fBA4jNBK5J1Fg=9}R)lNCmBO
zfm%3_;rfmo-KqD`3}Ggvaq>&Go>W|%4~M-t<fN^{xNSt$2_1T4vSIhm>5Gq<G;QkP
zn{1y|Pd0TcdOJ%VdJ2}#xKK@8;*8-UCFW6{W_MoQ{GD8w8N{KP`Ub7%dd#><;NVb6
z;UVaxqbC8tidUo+Kp<3Da@5yqXY0w|^#H`oz^L_DE?@2xsI0Y+$O8vT2ODoX{8ew>
zWW{mZ3M(25PHF@Y(+I>e19`+%I~M%#5G)Kb3uI&qfY~%myB@J@YRo!4e14|t4JI>~
zA_|iwIzOn|Jtx(k;^;sU<kMa`rEKeYB*nkIIY=8CRM3vrQ(??W##8F*B$G2a{)A49
zyf&T){X#Pf9qsZ%G&w?AMUgEONV;2U@NwBcilxUV#tkxMBTD7Ief0%{yemCbsYcQQ
z(i#pu?14~d(UXG!H${ehN4_IEy9m%tFd8oG#Xb9GDBd8zF&5^F5A=$y>t^c5X+41@
z0(cxVrjsIV>k&H~Du6i~xAn|lsFEWK(|Q=m+McVc*y%piw`9lXk+rY=H8@BaW-1e*
zr3E|HBo>4hjzF*i6Z!_%vJyfX=;N*y{OI`|0Mi<J#OkJ~WgOKcLDDpd8YT<miO2u$
zcT8^ganS_bd@~K1?X|7v@%;YwW@0QRpg{%gX6rd>WEMNFT7G9B7~?sNS(wu-<|{g8
zm7$>wKhS!Vry@OSO(Cm@2)hz+p`*E}-3U!zGhFzZndYQwS~AhYh(EUl2qHik2LW<3
z04BieTaVCUS+(*+6Et+abRP(qkm1@KPxIo_^E?M4r#|7_Oifjf9iQTj1vvMY{4DRm
z_*(M74+uN~NZ)YzaP;2;f%$c!(WLa{C90d&BjX9S0?1Vx<;BOTgC4?Pn&b#jT(U&#
zN%u*ZFm#+Shp^+7qqXJ02_d6z5%4%RUHz)pwwui48_LNkhh+!Ov;P)q%*oq<6u-u|
zJ8n<#OT_{RF#u*?4%{S3N?79N^0uBykJQu?kDr;`a(f~2?|v?mAS`WYO--4cw`2J9
z#K={4n&Q3>zIhhC1I|AB0TIC1C}#x?UC{uY)H@EKYlNb74VQ>RwE|ZyzYg~^&_-F2
z7bJ{e-YG*oRIT@!HVe(ZJn1hC%7IwXQvUmN?G6HqiwqJp!-Y2sVaAQHJ%q3LoAWL=
zL@LI%o&cDFWxt-#QswNESLV3i-A(q@O;4}K#Z)VOuu<au(OM6BM|ClZ$P|zYU^>WE
z0F&|b4y(eJCNwz;71MoOGnLFrBKx|J`8a7U3-q%p$C);uZ&QG+DQ?IV7By3?DIm-i
zFgf4W^ImVe@2rSO`rH?KXr|>=)j4TN5WBV>GtCc^eFk|+!P1N{nLbP=XPOC^+)}cO
z=rB2Cj-P4G@v}yla&4D7d0!CTi`CBm?g(7zI$KXqN~J5=#3hwNV{t~YQw#%puOp9q
znr1T1x6pEgj50GDA##DMIRVZxMA7KR0n{OJ>@&`D?lFS2tQjtR4gc#iPdM+ZgJ@p9
z%;bO(!p9AALCrXydbxQJ<%W^oU8T(rZV502TeG%PVyemDs+!G_KGW)e`zCOJpB#vm
z=1^Km=UWA>{VN+;E;RN2jo*6YXaaH-7JiDc8IJ%0q)_Lr$0sgH)Ag^4(t226N7mYX
zCMO}*1{BaF$cS$~4=#Q2ucZV8I3tN+W^&z{k}T((zW3p<z~%Qf&cErWeUG;-9O&ED
zL>_bp$=k2*v>q%C!EpN~liQ)n<m@7RAS6Kc%j7FVw)MQ3<=@PNStjb8pruT(3(eHH
zV)yU%T~yX+g-RzEl!4$Qm0{s^<dIJ^Re>cIwmZar{zn1ovE}f1>rtebOlQax`;4my
z1+D~GGnBT26Nd%GRnzd_h^!@2)zOmap-#7&f8jz9XxFs~LazY6)_Pj7JP|u7;HTlj
zS2xorRjUyPfS+~=H?9g$k@CTq%J2iW9(4hbDS+Bv1W-d1sQ}Y@l5vp&A<{&p(|RB&
zWNE^j#2A#a_UJxREQ8>JCp-4C%BDvHLX~EahhMLLp9t~m(+J|_G=iBppVs5kwL4)N
zpE)dWvfM8DUMKAfdCTzxk^oHaz9OHkC-SyNt%G2*KrAVf3;4lgxlnYbmB|8Bl2Rit
zm`q`gjdI3N@`{w%Z9VTz`p-MRWs(z!_7T3d^=J+GACW~XaA``Y$p(G6GfYr=Sn4FN
z&@4yM)L@O1Bc#PW41BZoJk|EEt9xox_|KY#Qs%QMG{uPOMr6%RMWHa`&$ISFz4-X*
zrbmY-(S(`no1V<Ko)m1FAe-shLCmKu00Qb(93L$46-w!tLgOtZks#t=DBhf<VV;5&
zsa0JY=N0?6f9nBGF`;8ztpJjs;M~^3=V&h|W|$(iP@4E3@q`j?<b+`P>^^}Dh7(?^
z82l~`Nch$N`{857(Rl^l)-!4L;B}E_BqY)G)E)F*LmpQFm9B?c54N6=ljVcSvv-t@
zZl=d^1{rdWdM5I({#Qt0atonVKs1gryq*9b#Am1dPzazaMa5OLSL|&)G(q;&xW1GB
zZiY62PEk>GQt2p-R5<hIFw?N4<kZL*?0=Dip4d($GW90YQr*t6^K=)%k9|%WXdK#m
zM2iTK0BJb#yU2@A3RAG=_q0ahEaXWf@y>DdTI>q>X6vzq@YNBU0@N3Lx^~C?!vW5?
z12OK+<DwiHLP+beoReJrF<Vasu$Tx+mUHY+#v5jIsU5aqA|#;Fql;24FcOJ_7<C1O
z1_u+k>C3YL#WKP~+aq7n_joZT*ZsV?Fi#oJ`?yWhd2_-+NF3vH+~#v=#?`zL5M=Is
zMp`+La!%`kJdz+%kk8gWWdU3vSdo9E^#o^(O?5~Oki%p#0>3$u7b8qI-&50M6Lpgd
zDUOqF_7JtL=O(XylQ+v%Ot`k5bcg&$FSUtuAH1b?sH;<`9m6T;&d3~`v?L<gzEjJ3
z+`C#&>PxZcBg!`F6z1Ck;SJkG?GZaiJDkUM!z!AP!i;*C^R1T@rphwYLaIei4q1rQ
z9L0XL9&vF-_}o)~l|&`aZIiWc5KRXx@zu=~c#n&(IsZeo9%V8~)h;Q_2w)qBFy#m=
zIz@5LdDtgHHcddQvXw#=QU+y>HIHloH#TPjB5sn1-T-8oyyy3~q|fJ3+P(j=3w%iH
z;lBfq!vp6Ph@A2>ZoA+uSHJA3p2J}y^zI<91KvR%N^>nIgL#>pR-&n;x#Oo8F&X9w
z(@X&xNeT<HZ-V(f0j3OXw5{i$-+v-sCs);G)Ho`EpL&h|%(4cN|J1+kqerN8kH{%P
zs-_G~zK)lNPk)+^hdK4NqfN7(=B<a$V57375)Z0<&i|pkjf|*JWNp4UMA^_@u<cn&
ziSx5wIGnbnJD3({a$ts7xe;l4SL<OA$O1IdedtoorQC*(f(^V>G&OFC$%>R48AsoY
zGNjVuIh&$Z=H>@RPU@R+)gAW}emXA;*_sh<(28_D`vQuNU1Ki@*NcNxjL0d2^2>Nz
zj~(Of(R%D<==JvHXM#=l0Td%vC0R8^&x4!$o~8krY*WSo2x{>LLuPZ32qsD5@d>NI
zWzL%;lly5t|0l@$3vvRPle6`>`Sn_l#6do#@h0-&Nvq?L))Q210a%pw71T*k2^mf*
zu2z$o5^B4QCO156W|PM+j?a~=d*^#0aHz!1)}uk>|7b=V^7~u64|-6NM~0aO9@2{Z
zh?kC5vzn0!54IjPo>OIi(3qT$KRDd8R^J*_7R@oLX^vr8OROy9p+OSWPL``&n5abE
z%0j9VjY__99jWPA@wK-eRcS9BLA7cMhMMJD#NlT9YY6;|a?%sdSeu1;V``<tP~d4;
z-?#P1(Ujk`9^nM!$nX8ubL~FFEp3_|YQ|JZ6>F7rW<5#+qFrFO3djJd?j@VHkUOrn
z@3?j+1IJ8wWSD8Zto!9ZmmQAD8n>gXGj=qSHSS#x3GwG+f*_D0pVsqW)7J<%{9x;G
zqT{x>;E9UbN0@A{{D7S7JQvgLe>sE0VRBkeN<dn-^?WSvKjSJ~RWj-e@sQyMZ#`4$
z<8Vq_A<)~j4{{XcQP)adIkb1EtSE_#c8b!T6i}_y3nQ%Mr76D>XmeIkn5hiYpBlX1
zdeTHxoa#%>lEm3MBd6RDMUIQ2OB5;dtYU}fKXU7V6~t)TYw~-i^+d)cYn~J2F-L1@
zmF~R$Kq*<fz5#^>@@O)kfNZ&z4MtR#ukfKQBNyDxzMdLrW|(|)c$8^R2b%G}t#;FV
zySx^={F2$(dO|QhOoF{vQqp=R@@YM3`i1C<{CitZ4^flJIEnn>WSfXcQ98j&9MVbw
zSS&PL^z^l@=e_Cvspmh^dVZWA+$#0TTxnD9^vawn!}heE2u{vs=xwI?1mS2sUO>oE
zeh<lV<!PigDMNk_F^!DS8Ow=7+~}t}?$@82t%pwLttYJ~r#?1SpAhIny5~GD3Pd;T
z!W`PgLOJ=<GB@GJeCwG42;}5QJD^4P-+C-e7x3v?t|3nwVU@ti7r5XlK@u%-Z9q5Q
zfS^j&`udX;%<f|squfZZ(F<&9nq<8;JT=FVeIsospT1hf;VJ%&J*{WHpZ-Lx=U}q%
z%VdcTljWsJQBAJhNeaxt`7qh1bj;&lj$Z9nU-k#dpIWPbW6mF~N2TN}jVH3-zm(B^
zzVAOXsLneRQVG?K@I)AI9l*Svgz9`Y!t?wrK(S}*c{-c^i{JgPV?1iH5GZT)9r8sP
zS}a<LgBjf;Cf3r!oJ;G{ds|OV-A{t`T(gPdwc{eM2yBjvf>pC}<nwq}Qr&#!KOLTe
zW(!zBEN;iupqJRw5#}48zzKDBv=>#GJ@*m*Lk2{Y{JIh2mEZJt-pZiRAWVKCTyGiS
zaGC;Bo)U9z3t!eCMwcFGKwuFdhS<vz47c4)R;1|w%|`q&#|YpyJ%;;+2{LGY+R#%6
zdLA)i$!o2LOEOESrILkYDro}XBRF5@9LRGoyE~siKHNs{EAn<1JCF_T3y0^C0%XY9
zrj<2YPokC@7oxcN3R7l=R}z<V6!+}ny5!GBoe!UFJ=ZM%HtyhR<OuPQ2N`DT$=}Q5
zpFnFvD1pE^L#kp7^m0w3-W+Bcmf&7rF4ET+_xDH20kIVbQ&dGcrxMA|O`Wf|CL<?`
z#w-te#LCZQv8I$%hni|}MH$3vLf<&}(DHQsnvCCcsRgT!1e;=K!~mMFZhDk1X7^`(
zdisBt=G$~5Jv6PPu~^GVGD0(1@X2k8-HkHeUa$EaO-rtUzyTmL0`O={EF{H|2u$D@
zRzSP2dymk*q_R;+H3iTXc{i~mF3r{hlWTKN14<(^f#+!o1wjaKzyZ*e2F;_rTo*~(
znLoQvh#|%pmk#y?UYw!Ce@o_Y$MA@9@`QxK(?ap`kj?n{-qusXKZ5gh&TKtb<cmp=
zPl0fr+q_L__=LlQttTDRd?QQ-0zksdn@om(yMGZbleHecVMv&~t>>EJ-^`t=M8#Zv
zX(*&p_LZ#$p*8r#TM~*+_+SDhM3@v~%J8*Mb4aeqC>M$7`$di0i18?%az^0PLMxG<
zMpTG8p}KlO-Kp~!n-M?r*29|eH(51B6Cw+~DjbhYn5~B=8m_@qT@o5CvSf;IT=E$`
z=TZuGx&%Xmotv#EWnPT}R2o6`lMj~r3K^KgFmlIdlesO%S>Tzhx;>%*Q3kt!@w>F1
zE2%(H0pu+vL;$5yj$n9gJ<YrB<0+dmNLS656v_z`$fN-Q3Lrf^H=8b!P*1CVHU&|L
zAqz%X0X=4=5|Re$vVROWJxUeG2v5>|VlW=wZ#}$a#M&$2Kc+BcW01Eyo}`@bBM;IK
zv>qt{nyguCN7wFTQ&`Od;bd~oQ5+Mv0cSAYJVb5l`4|m;id6?!)pEH?8B)0#gp0}=
zQbhyRn&QPY!@}#xBcEobmMv5WDlY2EEaP-Oea(HwvGH1o{EVwq6wi^|95#`blEhjx
z&1W>teb$6ycRmmqbwL&k7rw?Z6Iv!tTyd!(Qz}Kl?P#M4y=vnJTF+7GWGdm<$ab@v
zaEWL{FoQgY4Kt~h80X~X2rNHB>uEdYaN^?OOjF>c@Zgmf^ZR-w-Kn7G%>Q!gko~^?
zz|fNBu?+|&B^bq%(5I8c-#-0+{j~ecV+jjSoOm9w209MI5a8T4navDh_;UI5r>FQV
z5z>LTqL9Z)GaTa>J6zHb<4--gL->!WM`{E_??Rr#AtY`quDLeVnpQ4%p`xh8tE?<k
ziJDH@mW95;(4#Op@BVp_3HS~hFq}-5eE<Ua%H(Z5AEUufv8r6nF-iMSbchkoL?u!w
z=%-RpF;%9fW|a}o>v$>XUw$@Mn96f<@{vj;>{EP>vPw~_2&Sqqs2*?C2muk1eba!r
zo#CsSQ5e$_FC&`H{DF}j{Aa{u@v1CUHs!HD2en`ydFyGVM@XZh91Hk%Of%(=k%q!U
z<(Zm=VT6(TspW*<nQnUey;@I_HQTYg2NT+Iv-OBt?AQXsiS4YQ$${B`WW>U>3^{E=
zVOV4kSXzy0J}{%7P_nh<RMaQ_Gm>*SsMB=N-h9r_;g0)88c=8!Ye(zB9MZ}kT#_R`
zAgaoeHOuW{JJeD>p;ms*ov}Z7{Ym8Q{(;tWFu7HbsKZZ5f8y~olYsz6_XQ5L$z=Co
zl0FsA0}XVu^rZg7_&f;XPWv_pplej(X6wNgm6G=eVi-+RDXLX{DHg;-HpBAk$RnRq
zA94tcx}q8ThK*W@2h(QjK|IxAQ@fK0yd@4422mNIE&XlK9rx`*VR9%XN`~EyTwCsu
z38vKu3tEr=*^y5+*&#9-t|f;&rUc&GdTJy(Lun1ry?I=OKc(WWn&q}n*X~@KRMPYv
zTTd`KGR3R7`jqdNjKfwSu%-Fv1P5p|<3|ZZT7Aa;YYhm0bUJ437&QxxpPSE9_rW@z
zNP4zLB)b!TLw4ZCAF3$nEI_z@2T3y8gFG$AY-(#3w6Gkyu#{ytSxflwB(3L4tr`9i
z`y*eA4CEEv%^JChe474yTaOckEz)|PS$s0NXE5zXuwpk{gvmKaO(w(km<C%D4ndH8
zkv;;*&iRoMki?s<M@{7{t?z^|%8k~MYo)442?ctGt|i{h3v<+z$rx^-(pHIx#~`M$
zpDpmyrqp0EjX~}qn-M=*qtfh{hL*@_ArA>l-d6ID7Tn>#EljW%8DZJ{4qx5$$OO|8
zEKOj<Kj$-aA2!)hDW)ax)*9VA97}+drxnMh01X%93wj>4_0R{=ML(kz@bOe<<Rqn<
zl}IfaaR)@4VahOv+2}bx4SV_OK7_w->k-$?6o25%w|UrjE#q>1M_W9~2qlgNBtf`=
zqS{AbOmcBdawW8H9PYzVS`i8CdW7L3YdMS|p$E*{eXPoG$9)6Z?3iyym@~qMww@B+
zw1&?IEkLrEvUai}ginC))eWm)Qsi~O)Y{xSt>-{KwH!jqTA3^&H6ljypLqQ1AKcP<
zA_8Hut;=LM02VBE$J^8wicTg6x;sq98A+UiV2k_ocrR!>|9c^Tu8*{yiYGQI&nj>z
z$HJXqju9cU5M$LlzNxzq@?EXxs0&6^go4s>Gz&xTpfGH@uVhS6J2;Hz$8bNAlFDMl
zLKgI${uh4S<fNHL35ZC@s=#pJYaM&M^{AuZR(!|>>8ph}_S{vT+R6+^M7#=y%DHpC
zZ|jL>1`y{B3QU4DQ!>umq#L9LpI>tor0m?Uh-?(_vmMdHF^BM+aMD5SE9o{0N#xg<
zyGtwgOy;LHk=8@&q#)e~Q8l14=OB`&#F>$_Fx+N@1H?RU`sst7GE%Ol^+13oyYDFn
zQd6Q3&Laq1@qtO8m`y*(V-AKq1ON03Ly@nlOV(#v&%xyUE&+`;ucV+X#e|%rg6F|x
z#T$Bfdeq&vo@?HJ(mSOq?x`0Ah%Hkn!j{Od`)NIji_%W{jTBrzBMu1D<B;lB*9w;G
zM~iHMX{rMQZP9X2LD@n<8H_|*6sb~Guu&Du=}F#J+Im!(`|RU9lB;^#9m7qJOo$tn
zuyeE?DnYf(Br-GhNJJd-`N`HZ@p<jID4cYkgu^AH6|Gtg6Wjp{+59eVJqVDDC*3(|
zq?7WtILB3id{TJBx7mO&1T!%?njfaM>&d1R`vhkBCarBfR>7ZUBBA?fK)@t`n0X90
zJ;FmX%}?JEvZh0O4Q>Ph6LQv)AhD<Q@IkVuYm#Ma3;B->A80*+;-I2^XQ5&EYslLd
zhmBdMSq?o|@!XI>c@&GN#Va~!Tf*mA3lS3$fkkv_yUD(&jhJd-UYWeD=O=9_kGqYr
zq3fO2Gy8%gqS{nb<|C@L;rz`Vr!tt__kyD$P;qYYTI*q9Qd;4sC{$BgPx_A6AEoUk
zo7k>u6!?^DJkM~`BNI$Bxptm^Z##c;qv!K<8i`1`&Bl?&sy4MbW}oZz_784BkH{EF
z0h{!ya-H8gc*w|ez5cFd-881>Q58|R|GiqzR6m)@@1pZJAAtb5rvea(5gCAX9A=oh
z$*7w*51N57Oq)#{EWpX>BJ_}*IH131J#-TC8LqiRTHVJ+1MT@ahdYKx0yNEht3)Ac
zyJxs|$0IYft#&|e7}CiHH$5`p@v?di1Vlo`vWQn08`+=8yT*SM6}T9Kyj2Kke5Un;
z$<qh111+&jL70pKVs|ZkH;seIz>zFB_pRq<u74XhmF>G)k6Ke=Ii4ZvyIM~ghY~9r
zaWA48rlkz8TiE50cNVCY3PNB+P3!UEbMzgoZqqqld3>D>h$nn#_sP4DPX^tLMD*Q%
zcHXORD*9cmM+(|~W^X-?i`+24#ZOUZ#AgWPAnmJ=zf0?>{$Dc{<)I{;=c?ht*QWbW
zU1-GG<0aPJLuNvXqWTDFO*%pq0Oqa7g`DC*6gaJi2+OSDqCE)Pxko~;!+pbq{JR1R
zog6eByJxs|(*%^3O+qR=0U_;A5@#2%DGPat2nY`%knj`xq!7kt)AGdbA#?j(T8~Yi
z8qY^tkFDeIWU>^9U2E0>;Ve>Ha{%~;i#tsAbX(7Z+5btWA?;+WQhK~E5Sd2`<ilGi
zBDG+bsVDi{5M(B>+6wlPGJ28`SyRz?>nUxaZ>rBQ{}{P%f@ygJvJmGP(Q!1g^fF(k
zM3A6XYkWJz_5-aa5V1qD^5SEcCW2mZK(+G3NZF=@eI;Tu_V3bqB7IYKBDs;B9=wAs
z|Ahl^>Bx(uoX*2cNEMsc&({jAJ{;*NjL|)C8S!DtJ|EgUv<z9`lHsOwzcxJ0w7lj>
z-_&qlJ=IY90wQX$Cu=^jxB1G6i^0&oV*XmZy`R8aBjHbbE^a6AFvsrQQFgQj9`ZAV
zc7-ml-m1w$gQ<Wfakdbez=d3IIU{|CoxJoZw=g+0;7?q-GFgJ$%;BWxz4*y;=+W@^
z;wMD_RYKYvmVTVp(;7rJLuu4QMcP;R&=^-kW7UDNszXDeY|dJ0$K*T11k+5m#6rv4
z&NLvZ&iIrF1v{lOzNtPnNT9TgceS4A##9ess<Ivz=kMfV<jfr0OP7qRDOfe0zdop+
zoQybBpt41gOw^Ve<OLL9A=>S;@SpM$wja(nO^g#I(p1@}IWQ#nMz$b{-J%LsKgr8=
z%<Wts6_=-0CB~!!pRYf50gxNQJbd7`Rdjd`=`h^CIXuebcASI|C?+dFA>P>tWb=wP
zDD)0C19(F|f<5pTvK_k}^5i`WtJCak)a}wcuv9}lwwp$B_~A1$pvQCPd8qa9dD09C
z(|PBM&m&9@54ZK)O#N@*W_hBBsQnMvdeoqy7}b6RZEAaJDrKcQNSsO`*Ln^4bv83u
z)!!K=m}asi7FwRO8FivjX+3sPeIA*UpXGHK{#0<{-X~iR**t209v9mX({B1+=2t<(
z3!3}!^Yg7|YH}mx8%e1c<|0yG>BFM*9l}-hqjhA2Z|OTp6IFz{Idl^7fGNw_g0&1^
z=g7^pq{EGVJutl4dMd(6C~maFM)RK;_l}P^`Qr7{PfxjKB4w3c(4W6bT7W<!FMvfO
zfVcaw*66Mm*^2|H81N(YSlzA><n4t*lg5p@$g|^GF2ZEU)X1ByXZjYe+6qGk;Y)go
zOA64{K;xTC=Iyqg-#~x469U30lh(+O)_S7tEvvi>DAIYHn}SA69Ii}IHDt|k%h?<A
z?+g=6GuaXgQ){#P<dCfNdR)v;4LzMgubt6Gvop3}i8;qSG9lVx7362ZHW#cB@au6=
zq^VYoM!U&Bhw$&f^H0H*a0>RrttUt-`PU*PO%>Q)2*d~iv+ro=LKgUZrHc9$jU2qK
ziqb~IBY<qmyZaeof}7I^5@!TM7jY@h<aZ}%S3lGKh@O!ijV(P?=PlbV(|%*TfAQ?a
z*&r-oiu3U#C;z;|Vg;z{Ni-Jm(8IL$Vr#{ct&c78HID+6eo^p+9G&kgPcj=0^FeBC
z)R*G!!l3KVx1NK^PK>sjbpd~6m8NrLGI|3iusH1Hd=ip?RP5~E(X@T^Qy@^1{D5yg
zN`Mp?YOv+d-%rvVaM(~&zETqPtE_NUchE)^7up-t{^rP2)6}~q7Fyo!lNXIhglk*m
ztll5VfmRQrFpSI+d$9F{DsrK$ls}s@-kz5EpkNiIrlZ~X|9I{2wFUdJ)&oWYWgG%E
zm5^hkX^v(`_z;F9wLf5F@HtCQAM|7%^5w`X!A52YON{#pTlbmm@YPL^>c-I~x;E(L
zppp)#nZ}Jf*^CeHkGM(4XGT)Vr8tu&NJz0%F9t<C3E-$DYo6*FC<I2WP~Z*rh?JAT
zs`$6>0N)8JJr3G9V+-4bz;@3rJp!>XjUNuD7C2lc=U4(&ekvc)vA~~TbuhWsBsz}e
z#fLM(50jC(G<GqW9B(a@%56PAMMHVqNrXWg4Edp252EHr7^Rny$~uG{fm2gTEC*>t
zhp5U*@zOM_)UWEeGfXheWOY>8%yFIBN`wmqm|D>OTDdO{{_5XFcX<o8=lm{&`L$r1
z4rUW_PRk4`dHyI^XT?<Oe;h;2Iz4)74kzI-|4u5}QZbBi<qWHcVI!>)l8C$!a2PU0
z5>GmyI?-d0x4=pJrlq<J%SjUep^+0pH8z&{1C0(}S#DCy$&e$gaNkotm}bzu4qx5p
zl4%HlEtK3|Jh89cMF*mIQVHcV`&O|7sM&XB9UX0GKDu6Kaw>~gd~P4?iw`$A6Mvw@
zpJ2{sE}0(!-w(DxnJ-@8OFg#WKti@lT2HpfD^Jf(d;>c_MQy}kHf=5MJo#Ab0Z5n(
zPg}qi!YN(`)dFXDbujs#{^_4EI!t!NlCPB8ww^1&egk)^b!t|@()?7bq@xGk8l<DD
z`vDq!V2gPeMqRbQw-m3+QlT^rGvi(aEoGagfaeh?YYmc8SvxK~%AAz2g({Ab{9f^<
zUfCrY7{zOSeXRAQU=Ibzak2gg*>7%bJ^$bHP_tjE^+XAiZc%uHBU3O*E06fgh2h!|
zvb=DTu;2#rRQl3)k|q>Nn(&HQy(#L)4&-Noq@%fD+14x@E(~{gVpCfK-ymz|8!mih
zFfLgV9q#!bbmY#MeC9B-tg%oL#@Nr7HX});=oq(!japo&#SP8?ye{cJyp?OyChUSr
zq}O1X1ql3gs|kMl&a9EXST$t6^;mKcFW!Ep^&EvScNmiTP57AXyo9<sPMPc)y*)yh
zZ9Sjo;SX!!pa%}OI(~%KL(-$_sa#@`Q+g{){qi&K6a+2DMRls!BWS5C$GO*r2{gxK
z8(FB38JRztDc<Nq#8Zz`K54;GP77^k?dMxhx(`?9ak2i8CO&Y+FBP+3m2C>vSrHlv
zmWQ-UEW9G-l^2!;>yG=8g5#}+1xjcajYFiKf<mx-phf6mmEpp0$9)@_V46+Mw~7Pp
zI}&6BI%y)UK`-h@OF6@(BMZ`P7sgpe$PC#(JV_e@dxo!8vCJh)Y;^Pd&zZbp1SLy?
zQd*CSFg{<fu`>Y=wXn1&lXOD~b-^ngKaPRXH1P&@9vUxEp1}qs^Q{6e@KpyIfPMBI
z_w|v~NQse<H67l5+13*#vpJb8HS*FIpD@`kY;8Sd^0uDOGw=tufO4r0`bkLXN#$K3
zguT%XN2dG&qY5f$A?^JbKd=Qih)>UWwo`9PtQ~=GysD<<ILGq{nnp17Hcmzgj!%z_
zNPSPIb|-OyWi~yI8XLCD>wp^XUWbzo+bJ%U9w#FyDSVIW;cG${4`)&U&L28S)%inD
z@=L|FVAV3s;dVq7XwmiuTaUh@<fDY_R0dh&xxtMN2)H97)C^Yigznkesz{%}GnjHG
zeaFl|$F~YT_cD?KJfw|~v=`%c2e@IaYj^C+h^HuFm}%tNO;61+zdFo~h;S61Gtyy#
znHKUS2Njqj1N`sv`SGVrg<S`=L?M-cf()0!uK0#C?t@W#;$eanlxCU$8)-Uzf`yFv
zYyvsp&%VQ^`zF|zsT9`{@?@PyH&1$CtSNavpo@hG&a|0x9VT--;qz0-_~so4lfAj;
z#ixfT+ewqq_}pHJCto&4)8W1TmI$CnRgM(khN8xK<i`!!ue>96Xz-cV^Y|9C_0Xb_
zRwdGt)GXhOD5RSnsm)S!9_La5cRr&JmgIFHZH__JT76I^hV4?tEj<w_Rl|jaJ=dw4
zh(Lt*@zx{zT;-A~<B#4k&Dx#892fKAqh<}){ktBSQr*z7&~m!RRCG1DPM9E7)N(4<
zBt>*-J?TE_vz0-e1uINu*{9*F0V3erQGh0U*-6yNP7>sfr>0pIwNIMJQGMeWCo9o>
z<G;z4L{x2IFygCy-RFrM8FFFd+Rb=n@_ijPpA6avyLj^2N#HZZ7|Kn|WrSjji<3Oe
zyJ6ad1|$VVjPq?kN3e}_1{?h45j_}T({Pby0XLJ|^yh(O)<s-JW|;I88Yy7bNGhcO
z;5|ginuW1*z~$!Ad{ZF8=P-lw#plXobHpx92va6+>p4LFNx$O8ERD*Mx~PU=NPd37
z-c&1@C0`GoKyGfq)N5PNLvFP7pq%TxiDXq<Pip~_mGe;xk5jY-LVwiV%_ARKP|J3-
zyV6tsv@ycP!=v@^Ck3nU4M_SLCv)b!uXX$}l9zd0v?&dd3!Z2Y`JG(TF&rJe3USh2
zfQ@@?Jxm!9fpjz(RL;i{lnyX!^k+BD+l~wp0U@y5;j5d5r?csRsDm>enFBGoYu}-4
z5Sx96dq?Zxn<#*0$L<nqzQzq^kKsPYxWsMF^Mw2+chO-M%pqt~hvUiPgn7K!<uS0M
zR#FLe%pu(&34iJ&KMj7m6XX-`&0sO1!J5`;wLDFS5jR0$rg#HBN=W@dzbCdm4_Szx
z5;UbCV1~)S50hJNmRJ}I2Qt%a4m=58W+jf>yhS!l_On}<oPXh_5!+6HXfqE{Hu@TA
zI^5o`-v9yJkjg1XlwZ2h6){r0Auy^$&~gGnqz7qmY!OP|*&^Ky`77zy){{c>$w{uV
zmWFjLt4A<=vq0dWMhq8r3>5LREz;KQSt?!Cn90L9>8qP@QfNo*U!4qS5bleBN}n&J
zG)j-?KTma`gn1bED4WwYf1>csRC3KGY^ji<meb_gTJ`?id7fHNes*&+3MLBr!}uKT
zJjeI+5vrJMxX%3ai2M};=edMDN8jO6MuUy+&DN9d*1ck!C+=s=-W0F6!FeM(>>|07
zh$yGnIrA~XT=VtXolr}FM`LaG2~YSIS9zP^>qIiJzl8hrXYK@(C(vKw?Ls(!1y@x^
zn||U&fKq~oao&ZSZIQE1ZI_K~8USUpKiu7EJuF|DJdcsgiWlD|labI({$pk|2UpAF
zK>8Zsd;e!aAjC-PsT>h5a)Gy)h5$aDBo%A~?Y%U3?-tR7qxBHp_C${HDvni2^2@Uj
z9)BI1Il2~z9TlvoBMxdLikfm(5l8E>HK|X*daC3DAoPwU%Ab=8mLk1YN4Xy<FxirH
zil&A$y3c%1@zqUx@i|BOw4NwK_VQVUPoorLa&4`8*L~Q`V9=dN8D&fOk)V9KbBx?i
z$Z!LKhRbKUgQpM#GT(QKKpf+0g4GoA!<6MkGAWolPG|b`S%!b<J9XYu`dPN%m`t?^
zR);4gzSMP7nJN>0c)|zZ3y{Fd8a@kcb`Z|j{{#PkkVxl}PD{<E@7!$qMZRIC1ZE0&
zh{@=o{24UD<eu~Z_{brOWe87^NpcaDL8(DAl<Tnv@dV<L2_V9p$>iW!xA)>FMId}T
z<Oo;uRwDZb;)TNzkoVHyU0Xymt5NEdSlKZrr4#}IiDNEuqV9{*n}zUNn!;x|wDd?*
zOV36*XI8$*Y2{1P;isVzY37s^3k}*rVHA-^LOc4St#5i&+_)qz#-~dVP_rsj*(y~U
zMUJ>9Q*Ddwah298d=0jt6BZWOiNR~%@zjntM~(q3aDZb%=7x}YBB24QId$ZwLR<>w
z{p8yeXBqE{PsEx1?9LN`KQiL8h2?Ov0Ljoe2bDT=GZCM^nHbA1RIz)q$se_b#z2D}
zB*mD}p6tB^a2(6FB`UN<7Be$j%*<plOBPrblf_IHGc#GTm|M)u%u<UPEM}(Z1NWZ$
z{<{-@-b}>&`7x)WqdTK2J1Z-5=gv*F7w*KBE4i`*y)0=S*jGoqR{;A<BbzAb-7z7h
zhv9>8kLrisZJ(!JBNNfrR#pgP!81s%9!b7h+0-3;3ig#fpVVXR;o~_%(;@nkgIm3~
zJQ)14qILsu#0<?shLViKT@XFl!n37Ue}5h{5u1+Y*-f-V2a+6|jY-KUpiK3Lh(2XT
zqKn8N;p*^f8$Ace!l}2Fx@T*dHGVHlN07L<43~^)+BVf89dv?4#4vglD=XNLT}KqE
z)`ezTyWJJ}PEI#1Sw*%K>(2SX!WN+gPaQ|0`+CK$cO;kt<hwN$%M5_q`Naz>7~9YJ
zMV?%Epun-lhD^YgGU_3s^r|L$bcfJ5{7XN@MR%pwzT9GKe5MP38hG4MB`(Xka75BF
zdw-BbjK^v?rBr37d1X0ef=BrQ(Q7i{`^EeIrQahZoz*En75y-NFtGKuzMpAim5$@h
zl_yrl9E)XqC6fJ-boWRlp6xket{+DB<64ePsAe$4(j_P3EWgX6!7RUM65TxT*EyWc
z{?8~QF9~Tx!4~rba72r)??ZLs^K-5DVhRvn_IySsdME}<U9<+nF_N!^)5_#$LRLd<
zxMMM6s71?~ew^I=I*^?Lhm#m!(J^fl3{DO5dO%j9Rf8Jo;UJJw)<&k_b&jU0F~T)}
zvbwODK8gGCfVS?4DdQC3DC*$KYhV!kX@Np=CX3V9;qf8WlKI{9EG`kMA*yy7h3xox
zC^N}KdzOwSUOUACn^tXCK<<G)q&eKy8pa!o7H^|;W$D;jvE755lHui!UOb*e;?N$s
zKFI{<Cw2bya6oWp84NoAu&{VGGsVG0u^%Q6|JH&>LkJ5sCYhLc$F<lGTN<)Qb!O&=
zSjYu};IpR#xq-?XvF*c>v|;mkwn^x=U$$YtbiL)1g<?;02@?esmR1Ys#ca2*g=lYv
zk`-J?89B>~-3gM=M=w^Kd>)ucdJ2Ld!8pSrq_~M`Y&-L}&=g1sJR40&PA|q}k+raC
zDK(iWH9tGh^K)i~9HLre;Y=|&jPCqUo9{1e?tOKMWnnIOBA3WdK>uF);a45g`tcJg
z3H*nou`R}hp#Zx3CbT=m=WXm730lN95;x>y_Vl*(=OB+HR?;SAG|H>DRK<=*LHv$y
zz4F$leF~96G<J%Jbd}?_DAj>OO5<=#WK|t5;TbVXY=+KR?id46kM7AD8WT2;sSs6}
zxXjgn^qPuoDkDS?*YBFxuFPz!5YRbGamz@W3DMd^Vh06k0wW8SOlQokWwM<6RhOD4
z3MHOc+-tB<NUzFi>79cS?%?Fb+lx1Q*!x#PJx&Ca_Q)2vB(h3XJJ`DS1y5_cLwy`w
zNw3mA=|8_lpjeAw+jf0$A3Jzqno+|m8=8(4t3*Z|qz4OsBkP)PIKZ|X7G$fqxF(n(
zr%NIN4|^GEb88m*If;}jQfL-Mo%8N&=@*Kr^LX_4PT|l5PtZJLSB&gPMkxTZ3D-$w
zM;MfTYQaE}GZ5(I!zuFuSBW~%;DaAA!elHb8_!DATG{>921*k5?ab$`*l}QV4q+&P
zk($&H8kS1mQ_@IthX`{Y<Kg3L>grf!PoY!E^K+P2iv+Jo+aLHY5v^~xf0nzkCmtSf
zz4A@_0m_kIzm{o4;4NC7zK&JYIH88^=im7o==sa>?Bqb1Ri0T_d#20!;{hn+A@`;b
z%iNLM%=JGb#4pO)ulMb|cUdtPWPzx`L>G}i)AV)4;Y@w52#NZr{LQ7F7*U2;E#@*p
zgOQN`#cif^pmc-%ZJYKzE&R;H>GIW%<J=8K=l$Y?-!LYC+qO+`inlcf0Y^B9vbAZd
zR^6s11ICE2ZuIl^?gOLG5)V9@p-c1@bgI?<6)td$cc#s<l7mu3jrPPQs$K+bG{PfT
zgQ)YZAS<g$OIFB;kFbCt-qkb@^(Nmhb0ZmV_f5l?g|sbsC`-Dl;zbxaB|!yVGZ}?o
z<i;WK`O@3^)r0@76ElggE^8eW995&9e5gjj&@Z?#H%47h8Vk+q+#6{%*6{6Q%a)zh
zX1t^6EHizTLMudr{wl0iU3Zlmzs39tcY_VX-*FGSNl?&V8sd1KkMB#<K~HA-4F7zZ
zA5W4uR{mo?yuh2Cb>PKGXTS?@i%*RtXV1=gx<SDde%G+LAOGQXTbDdQrbe?JcJKX0
zb5q|y%CqmP%TRQX(ESGMBM!vGL@^bS!>jIRM|&OjnbPQ{>!p%oZ!28rmZV!p_BHvH
ziYxu)>#?UB3!eT`AbyKsrGUPiTxOG=X^ZDL(;~CQd|&1&k(;W@s0ms6e3oO|;(G^O
zXpWjn*#W}E$Is&rnkjy5I5gP;M8|XaWK)^v2H6%rhwA!-OD5i58r(T=Hb`bC*pl4f
zT<z`arp;H}^7GfHT<Ho{?^K>w0UXx#zq`H~uDS3>5=B?&@9#wG5^?A|91CyHEU~fY
zo9In&H~ql0f7zHvl25;_*}kUwIydn!Soh%Y;Lq!wY(6u=*<<y|x)rG7DG+urJ$A&{
zA}(@|>+88TQFlIud@m!L{_683{3y=+{76^-&T0SE8Ax%r@3V2>6u$ECo#vBX&F#iZ
zwDn_!nubDw=FKC|iEfMM-H^r`-jbbN=D|4D-COer=K^WE_eJFV#_x%}vV=EEf(J4u
zu;1+F35DBkZwBmK`L&=heZ{|^X#V~4_YnL|1^?eHgmprQH$m3)Wrcs2sqnY-gTEz(
zWnp4tVf!mp;cw|$|5L8mKft^h|A$f)vaoOvGfEkoo0>TiGc&P)fXPAd=k~TXRv?)1
z|MzUMe*%O5Po*l%eDA8>mo@;%`KqDnXdQlcs5@(EIA<x^bcB(3Lpxu0=6+I|Q*pDT
z4ketItDHzmOxgwqK?(yG5EFwO7ego|MZ)ikj=G|s!i3;3?9%St?j=w7BlvDK^>Tdl
zEuHnM{^5l4YyuBlBf9f+wMBO<YaoLYqT^-n=d7sjlVqo8@zeg`_M~WWF!){c_h99_
ziP(Xk!OBRGr$pdL`KMWA(V|HCgzr`aAqZtw1tnkY7iOz%jC6+N&{XuFNPMz70(Dc@
zMT_YQDQpYu>F_EZ?2pdeZIIvUlTKk<8Gs4biic^%FyLfIF0(%bsD(w)x0XK|lN50-
zsku@|-Xa8)y-=j84cx33iCl*W*nO61tz$DHJ61#Aff<!6HCyMD52U^pRJTH^)=oyh
zn^#Vj6=Sjjo61E%ZnMyl5xshg?uj?GMn&M!QF7LDo|_^fy8LO1!C$f7e_idaagGH?
z32G2M7rTy!1M5WKBHr~xbYgoSFKm;>OXFojKRoTO?>X%7Cz}NfeDh|`Qh^U)l3Bp7
zNHpcow<pWBHK!3><@+zt2Z_R*7`t$M2@-A)5Y~iKFZz`EI3&YOKcH_1G7jSr%c}Ih
z(SE2!X-K$IJWNVGkB`3dULhfIKb`D#CaNPi&q~X>5>=mLe(zj@<(Z@koZT{Atr$7|
z2~xwizW-!@U_W`R?Yg`p<Iv}D4;MO)_1Z?>Ch`%oaPOwNC@V!gbnw7L%Kw%{0_oF|
zuKl`uMGpQ6N|E|#H|G&xsKNt!BaIO0&8#P*7EbgaMfO|~*J0+i;<9|d#b@n&3^hNP
zKyf`@q(0>+4Woxprd*;w^8jb}Mww^H_&CY8<2V6XE%a!>W_1~r8(dY`X}c(r;%;KF
z^|rM9I80Q)kx)idAkU!ueC><{3YVMV<3z=4;Y&3oM%HA=H7Dl$jlPQJ%p|_LNy%aQ
zK!37xdIIglw^{)!U8O<18%5kpk`MZUNAMPl)^M_~z!j_W>`fKEY88zAVxKY?pkx+B
z8}QCed4XcdIR1ImFXNEunaxk~0F-F`ZDWIxot@otrr}E$gbF4@<Az^%w@CRaC?D|%
zL(3>zhb*X4q5AOpKvGf?9iUZN-HcqlOmovFlfQkD^4wOoBT{SkrhwE7bvL$SeZqbH
z#d<15u%hy`9Vb=Fc#a6BI{@f2I8kgxU1qM6sKLr?r;#-W{nkc(Cum}_CcxhIv{Or{
zGDDOeU&loz^dfRjU0zhgb-Q5bvww63%4yHx%&kgux8e|O{sh!@$*c+m0SEkW-3l#u
zFeU|K#k{72PWa(|SX?ba*2OpifZK*Y+7Wpij(et&Hl~#)_p<8X$b2=2<WxIeJkmhB
zP4!vSgWs8jOfyT^Uhb)>UVwGMo}|=^88z!&-``!}G`Qh#O;ElPMdCNgfd06f;V=$P
zsBQ%nucxl=d_5&;ITkt)OD2hH8KsmUz()5;mZy+Po=(FjHOD~61HVeZ=&7eSXVpb^
z*?GZtENDKaXF$G(lWdP&J~%!hCfji+j-r5g3Uz2NfWqf0f{<U^Qi`wMX1zTxuUGRk
zeU77~({}88foiklh3qB6?XB3MBE?9rJ5Gv@l8X!OMf(p8HmV-*B?jAb`42V9bmtDR
zLFqBswZ+8;$2AiifnjO)=RHVIyfX5aE+<QB*5cDHt4_)07n))RlBIA^@9sCMt3mJc
zOZo>qN)aC4$~~R(p{#ZV3u2h{zgf^(Kc{@G+((cT(+(d|V;WS|`T#3ad|uwL7I$7r
z8pV6c#ZhH()HSoXxEM^}oMIl%YBI`HF1V){<~u_qQ5$*+c(S0o%tCui*F2JjS>?7)
zHy<FNgeZSFNGz!qnqLVTUBhE|CM{m>Rc#cZqFb-tdA&JeQ>~?;@KE1V2dwHHaU>Mv
z<)w&-f5PYdmeEsXpHi-nC7_MAb+Hq#uvRm$vP-q6I9w%8YOqo;4M3II&5aephmuNz
zd|9ypd~5Y^PnVk4bSpFnwP9F(9S=Lvh~_oY@Vu9_OF^@Zkt|`1wsCE&B<9VKe6sqf
z{mFc{q_lzsIwH-r=L6@$)i!Y1>*?0%bVaLNe_BD{Ax}+>IaoP>4}$4La80w_lrcO7
zMUVx06KTmaOw(zdmf-V2)ddCB2PUn2l%+T8C5~rxfn`N{4X4E%ny%)@tvfe$>xXng
zkpyoLY6U8}I+Xr?L<E9QYV9xxLBhQ>NWDVGT#dF~5zdvzCzd|u{A}H7q}1xmCJXet
z(37Wcy{brC%@?1`n{Cp@QJ1{zo2#_x!Lsxd!pRPQMN%xh$7MC6u?l4*s)2qFo`+oU
z0Xhj=BmuNMwWR}8>DxfS48Bzs^mC;ejCCf`E{C(QQ*F#0QlTFcNNJNvhnX)xNtD<%
zRxHijJer8sa#@v!6<$=aoJh|^S^}&#(|1^WJ<DNFQ0nNrgB$&tZSMgA$oXG3);!J<
z6{|>(NsORB8oC=AZsV9{7%YXgy(6ht3?r1>@U@}7%%B?}tR|VwCMD$cY&Hjelgu%{
zjZ|P9jO~C>$~b$<t*J3PDqOL^SCUItL|cSJc+C$f53!39Nkr977|#-1N9WM~3N|ck
z=!3<eQ=~>mxTs1_MTK`YlCU6hPy@dlAWv^*Hjx>^@cyM*#d$tRYFUlZsTkGC=at2H
zHEO9W?A@sLao_!ybOIL2GNHD{3fMJemsBDRYggNQ+FELBGc&H2>lwMOTuOo0`)$O<
znxWebf20y8na41?ib|Tk(ghJ3NfPj%9TOwYmrZZmrqUlgyt2wn3)Ri)N%_1{G$P6e
zpXgkqg3&|u5`{W!hl+M2_l@|O$ZD>zq>V6LC7Seszgo<n7MZ>9v=gR#LEMrQ+)zBj
zwi|YCZm!^&OSY_}q?&~go6oh<i-I{|x?s<1IxRtt#-0%4<K#3ztl$X&A@CZ*uC1QZ
zfniy1j*GFaTSAsLeR6pC8n3@FNJgk+?8~51v-u1qoo&eh8kPJk*Ts=tcL1z~b=)^#
zg|4u$ua_EgfU-a?Dx`xl9h>YAZgSxoMq}feyY}^&S-&Egd05|g^!tfYtK$djpn74o
zn#D;NsVa97DYY3hx36_sC|Ne5QOZUs3w_cHnkcKyPFF+eazW`f?TfX0AhBjS0Tu8S
zCZC!InoqNR!Ma2dTq&i$m}XL_uiz=)Nv^13mQ*TI5nORtFEt+%g{}N5T!^-Xw6J-t
z>s?O}9Th+%N*R}c#VCX(V79jhNsy0<Y5+F4pYP$}K@#6CKs!CJ<Mq+f(EB4rkYZSY
zbT)(*g}MW+HgZiateVOKQPRmG?+!4BuHR~tEB6LBRDB;(z$*tGbL4{esIpOo?n1ie
z>}5R*uG2Y1;1qXxiy5D~@BF?fH!5zhiq!q?)Ot8>q8A+UUCO*02;8Jb|3-@sbf1q^
z-{q2-KhMUv)0a15nWKzOTFFb%W9VCdRE7#7()=z3RSguE5&Uu@|D+N(isZX`v+Yph
zGhPa-dUNQYeasR7nP2NNK;V)BAuZP%vnFx-t&fd2>=R>~YPsYzqICsmyZ{X5Gm$d8
zjY5d?KU{l?sr|ga88FbQ#@>7F376gnWVYl#vDz#SM=4Ox3A|{l9d0j*qE$UGGSiRC
zB8QY)TNRhtd_!=s?O^(e?m-Sqi1+p8a8BK<Rz^WqwzkCfVyjO*fA$(%gk}jJgDI|`
z;dGuR*b2;*0!zY5gxso9j9+|;?#0}QWsg+g<U&jo%PV$tD?$gJ%|1#rI(mc_Zicsg
zG3bdl{OaOmTWf-QW>YB+lf!_<0gEzW9tg~`AEr^ajXU7rAfc^LeY^qcC-<pA@S~el
zSjf}y1SvjdIn+?Fs6kj2;ep*?uvs`xxj>|3m1#zUO;wCL|1@h1S-R7e;g0eiOcu(W
z54eR93}labw{D?)Jkt}PjOztrk!t9v(^Q#`%DTFl{K1Ex!Ay+5y<CnkmU3JF!WJpM
zCY@3=xEdU$Y2{*0Qm?xr5Qx;kQcK6J>@vhq%S^UrsqyJdAzBtm2S<8UyH~U@tjr^I
z9!{Vc_o%X3WT`8Y8R+ZdE~5%kw5Us3>fFnGSsU}rW>+eaL-En~b?${11!7!?R$@)?
zWT0d%b_XkGP&2lki(p6<Tz_m>*@~A=1)nQ1r(o+XmNBWJ0?p<G!z@J({-$;NO~w!B
zc{UW_wci9{(C!6RK*0mbD;b=jz6@VjjH~M6MC>hxCw2bM*O#YsKN&f(&jHUW+r!sY
z_4V_^qB!ARGo%Hfpw%kRgKHvm&~2S4@*`U4;29-d4R|jYDYK^2`ZO`@rJ!x+LuB{t
z=_b8aT~?x~wVFO2GSOR^Gb{020a2&l;Vtk$-ZNXQGN&B(ZeL4FOWp$64b(}AE7WnC
z1=mTG>l^HmISvjq^Zj^sUOOi&Di@4ec_!H7Nb&oETq$wk?{+kgGsQ#30sgiE-6Rt@
z>IvN+i5y|6=={#umm#xsTV8IL<t)#EpFnGphoX3_QFSXa7tTTjrx@XcoJWQu_?fII
zq^&%&Obppb;-Xi0NHa{dEol%Gw@*dwiPIgaTneq&vkd5XwOAj>$swgH|CPdQcsycZ
zV+fNkxDWg_dDsS?%UdVO+K@!{?d$se)|QUkJs>eLx~Sqb^@nd^tMk;4(J$lznm83P
zDi-=>zie|89?Lo6X%(|PPPyq2#UCpTdS;*FDA}N@<o;|o!#|*3rTg9Y@^M~l5-2<>
zourVCSqJx^i=L04r2Uqdz`iutUI8hYALgt~5#<~0z8)GnRIh8ddo3kZf6r8|>q0ta
zUZD=86T3rIRTm3JBq+m=7w>>sG19(0Z8^Jb*app7vqU2mEFlbek%f<)obvk8Od}PV
zEUHuCta9-KI8zciqgPgN=*IZcVAl5Bw*yBg#W37i^e@_54eQ>etS%ckraq;U$TcQo
zJTW5&Z&iWHTTD{)B<2eI*HL>|SiB-MiUY4u8j31{l=THgr7ND{TA&uBhd>}$0E6lK
zg<MG_x{S7`)0Y0{yzGEFeP21c2+#(fpG<usK%sjSi<Ur&))`}Sxu>gs_*4^2F3~qF
zeH1=s2&E`<gnf|OEi1=&IY=fqb`1XDwx3zJmvGHG!Dl$bUaC<QI4zEoh?*ZC?`)n~
zElC4BL=lQ3)l{^6`m9AY;Fcv%t(_a|6M-NTYx?z;e#%%J0iSD<3xWeL2u!x5NDw3q
z=;E^|3k53R_un4gXY&J{%TYa$xhCy;$R1FXrPI;S!Fz`cEW@(DZ)wT~&WUR6a$xhY
zPzUy;e`_9s%V2ql`^3OZ%ai5(Xr3xeq4@=pNg*&Ev@;_(7?KrjALq)mnc}OR&e|zL
z1dU||)zL^WSE!H$Z+DC~!*Mb1Y0%k~sj0(@`$l2Q3`7$FzK({?M@UqHku#*4n{br+
zMq(}WV~*6yr!IgntU76v^F^@X-8WucDJ>Q#bmG($_~{>D*<@z8NUP4<>)G^qb83i_
zY3;~wkF7~W5DD)zLDA0Ko_bF9Y<}dVLCQMmp$IevU&LFlr$1Rln~Z0eCpsLdzlo3(
z&;4*-GFP7qbDTA>cm*@_h7SQ+X=^n*7WY`N4r}|1!%Xl-aoYeE5Yd(N!_Ii4$fx0d
zG{~Pi^oF=k@98$k%A@VM&3=!w6czp`KZ&RnW?LWfGr^l5q!)42Q0n;-i6{&T6DwDk
z#}aR^p+OJUYNv)^l<tr)fznu)hJfcJs+Fp918@{P9c6d)6F-Z(z8@6~@SriFl5pdN
zr%C#>^2M)Mkn%;RM=VC~rbLoYrt<;qsyc9h2;*zP^y@ZPPF%H$)3{o%y##7L2t6#B
zsgk7eTFf!)+^i@`)&Y@#hb@Jq`T250t~4<;z?k(k=Eb6_prBu-pH5p^O3GGmGbNJZ
z)7|=Q;3!(FoC3{&E+Q{l(`^-;NfJ;&idy`5-R{d#;P#TB`nIHr>BT{zQifQsUNWCq
z*}_(wlo<^I^kVxrI!k_srbEU!>fMDc2Nc71XRTNA%wj96#0I&jgJltS+xP4x4QuYD
z+COQmapTwB=u%Tt3+9H!f^Wle#80t4r?1x!S4r8c?#D+4{c1mBY4pL@;=l9P97<Dd
zME%wNrNap=N@=Dc!H_Xcwe_<zT#*W10g$DSLX2EVCVAa$pMYCV9qNdxp2Dd8_3=pV
zYQ=fkS~zM=MS<T~yC$vC`DE#fc9k7nHb#<`li_wA36zW#Zxxqu)003A90hs>5iJD4
zv{{-gfe18GBQFZa7|7c@ie`{dke|Qk^B!9MKD!1}YxjBtw$G6%GsP5*ZK1ZTN31#f
zt6uH}g`;Nl==@|W(sDHGI|^GyYzcS7%oN$5BTJS}7_)<o>UK$1vlL<hN-_XI+pV_s
za71+P*b_+mi#*6fhK>BFACqf}p{8to;rpHtrT_#;(4k*0muu5{A>l(uHAy{BoVxpA
zf&8kEGcYT@7mu>`9c$MobbmTBBrZ0RTh0PWPKrxv0(Of84&#Do^{DA+fk(4*vi_*<
zLI%(qbDjP@z!g1&n{If<`(^lE$-X+dlt5cVdq0U%J}chXuO#1g8Kh3SGh^-gumugX
z&KPYr$BE9xphh*_+#Z+*@D0OcsY1v5B5v_>_AeLlV_%Nxs@!?K9vz>CsT6)#sm)Vn
zhD6CnN$K_%)YeE;FF0453Y|j5O~GWtcMdi!_o{Exd4eyzG@meDQX50vrz|Pt%q@es
z*NlM~OxE@@NKw(MBb{m5ng`f|=O}U2M)QQ^&PNgWrnKvCkDMTuQsoG4n&e1K8lR{o
z>yzh;EQ;BxCdmn0^wLv|j_XquUi=aXVJT4(KFARdCr5oI)$_Vh%Q|;RA>rp=-IpX<
zBXrwA@hOL1^SqLKk|$}g9n4Gm&=f!Ck}-nC^kuL5os!sxj%clR=eH1Aka%yqZ>Xv`
z-1osW(<$ji6?ff!CptPBX_JYksT6{vk!fi&(FZ1A-F5o|*}isI{CQ%*DqHhD{A6{%
z`Y{%8L|Kd@-qqW3(K#b`mkf$iW-x<USPVKpV$>4QRxp-1F%Zt!&L!m)!$C%0i0Cr7
z|HI=nPdfgX6VGzKtZ6UJ((`sJC!AqRvczudJQjWcdZBXbDJ$QajiwNBCGTORw9<$(
zyzzCNlA!jX!}A)G?We?Ci6{qY)<<pXU0jqbv=U?6U-f4|Y@Q}*xoY1Sv=&SCZV;@X
z0dqR&NJ!{qzgzhd_)FHLhGZf3F~1%7c-ddgVN_jI?W@{z%Fo5BVkRh#q6#LYB$P&s
zdaSyL@C<?s)CL<1l(8I9i=Gmp@&E3WF&1C}SP=CKi$Nj?zd}>s`&oz4K7b@}Pn^Oa
zrO(HZlTYY(Qgrt*O4CQG(Vq0^hd|L-4N^J(14@j2Kr*=JD+^5;!>xCuD7q4l=e_N|
zYiGz3z?*ww)FmUc&_NzzJXAU*egm5$L$D^>sUg&>9YKNiJC$d~Qw789u)RY(*Q%i@
zsXhv#c=k(RUlYsJt{A$KwvLXK@uiWN$RMM?`aX0vDstz78H|eU-JVrG2QHY`nM*k^
z9NWgGS1imiBEOC&)H6Kc$9>G@F(ZrZ9Kpk!>y)-|1HS}HK7u$1-Z7Kdmld)3dnF=4
zmbcNpfc1T*ZRzf2veaPs#)Ow<B<c`&sF`$Tl=Eo5Q0AV|K!4rMYs(s5fB|hTRo+dW
zVR_g(_2qOWqB#s*G=t3kXlm|Q@xiv&-6~c$!?J2%W#(D6S`m@T+A-P`a9N+zyeGmn
zkQ2?1vVCvs2jyu&viKy9FQ;DBiP6}OwuByuKdFfTr5k@i{n{5llG?!zS^(}FO8bq7
z)Z9QNf6QESObCO_l#9#p!jyN88+-~Gw_|Z}F;q38z3$0U-BGLCmETIp^byL@GN0sk
ze2Ajf68|U!&5d~KSKSxmbe|8t_{OC0CUfB27M=!~vlUzOriQIpLqDAt)E$-J;z9PK
zL5JhFW9URgk3$;{36s;6rU`*3dI3d54GkSBFw^yRudb$!F|FN!!cZo;nYhny=KUlY
z{yTK?*EvBYLH?nz;_p9ZxP9WHQJRS67S;ur_gUOe=SEGRJADjb*HBkS{qD6?YwrK<
zLw5`wmdNCYJ_rJ|^8J@(X=38`W7pQ8N+kd-H^|7otLPeF`I}wdvasJ!HVR~t=SC;o
zTtYclJX|Wiz>X)|_^FB*DB0)?#h1|RY{A#R1LI1aD7uMKK>#w?S7hQwGym^w22AD+
zX^G7L>%Vi>{N{l9%`3yf%Es}RuZHX2`D(a9CzXl+$9y%++?<^Mbk?wNFu^hY3y>e9
zn6b0Dp|PaBf!lv@;t>A<`S(BNqFK>WL3hUNH-N@%)=Cq{OcW3C!`9Hr3Hh4Pm_s_8
zlX~{XUw|i>J1#rdbac1%piiE-qq;lmz~DVc|AS}uzk{<04zUg;@9_spt58~JgY4Vo
z9l-L|?awnYozhu8=Fa;>EpN>Lz&hC<u;|rLkB`l<uN14RR(E$u2yD3igy6qJWXF(B
znz6lmd};wDD_Nn+s(+8`FFK}fx$x)zSfI4a_a+soR#z2P1ru79Pvq;<d&mq=Ze91~
zT>rddG&GO!w}t_UpmeH(*Q%9OKs;xVcJ4`N@j>e1c>2{JXpg>x@Q!|btX?Meo{o(w
zr$mDGJ}0;53%#jL4p-ryK4J0w0oa{=2l44s_|^V?0o6cIdgSR{Q-@boE83}V*ZjiH
zXj5O}r_y8)z98VQd(Q(I0eae6Jc7$KcauVIceYuc8{eYjM@K=Yo1Cxa`>mt@K%xBA
z*4ba44)oU7P0h;0w?=%uifzF=?NWalZQ89X#k)HNy|-Y^fBDbuT3K7Kbu`$WTwXpL
zIPa6)-2oC^eDXZajJ`TwOwTPN5%Rk=UnNWa0j7Da_htVeUJ~h>{%75cbbNCTo(|O8
zoAec`O~OpRmR9ep*KJcqy|%@hKbv2JZ*{xbTD<j-q#M~Uknn+Xc@uKD9(`D^SX*?z
zwZB_k3r2eSbBZPneUUuQob^xnnmtaop071apB#4A1?=uP(+p>>umJ1J-tAA`Z!=w8
zKmXAi&5ezj*QZsi<vSZ4?G*EdX2Hx`g~rc@Gw`LHr-E(|-`+NU-QU;zRsH_gm$%hY
zK~9^BkK?t$KCmtxCI&Zq{)K>bAHHLwr|`dOUR`Vs+yS!qTkGn%cwg5y^>kY1VDHun
zbLH#bZvQ!Wo)4ba=4WFy!Fb8ZuL_NvS#1xtwkt!o9sii;0SF%-Zh`yCmKur`eu02D
z{@=;52nNPQd<fz9G7JjxX^g0*|L?P>3Kh_jV-)mzIRI2?kfcob_mQWC=+;$Y5&gX^
z0u{i!gFOES04WCeW(9RB$?xP(0?|!i4`cZ|oT+cvcUz5w(Lc(_;G2lt0qnnbTS#1}
zkxs_sk8;R&+hF`|+}|lYo0ND3gM#(<GO?IYqbQ=mhu^7H5!A!5IGo?h$e>Cj!Ikg+
zevH3o<8PuuCjNVEfY`#{oC?H#|7N(Lz2@(I<F}3R?_C@u!2B(YfY!tRp)!>a$%=yh
znHSIF^X|y{U*b1oR<yuLn_GRIotwF{r)y=$*>!QeOEaKj%3^}PY|V4>!`<e^zI-$P
z@1mekb^}CKG*Zi^x2vV~g-?KoyTMKWi=ck{vLF}FY2Nams+BvPt*2w<+v(iQSh{66
z>xsUA9p^y7KBMlN;Zxt~+JJvg57|Fdm#WUqu7S2yEQQl`O<j;Y@BOI!AmniThrY1n
zc60j@{PGh0SBGDa&eq$P+#JuA`asG{>BaV4<NLH+71LzEihE_-)#c6Ua>LnQqPUHV
ze#eSiwcFG1a1*QH7*WqECn!u31d-!@GQM{^liBe@&}Z{cb(9~|_0@C#;I^j)2u#|e
zluVBVC3{p`d#JkXQula#9^O4_cw1O;f4;w{|4V7O*e)LvJYCV$Pt77EBE<d0`*H&8
zYVJUq$Ir~r)zoTnH{8C>Y;igJhY}kNeY)1xX19H~yN<a>IUw)NaU!@W;PmLYZ@JrZ
zQrz?aj|H3uJbTamV=NiZpAv8C!bjj8R8BU3O1w27trRwIo_g*Onk$TDWa_t8wr>6T
z0I(1vSeRJjWAb&9Y5s4X`K?!lg-(L@NF2cf{e=al`{T}Q-2WVRA*w-#ni&-|!_{v-
zZ^o6US?)_OgZxZfv$!~x(F(Hef2zPioxQFeR(b4>(<e6To3DDO{Tqrk?0o;YB@ILm
zNQ?fG`{edC@GZ-8@6_`bp&0@q;y)fYtaIZ_Zu*IS%j(CwgZB2<SNYaINr_k@duH!j
zz0Ygw%T4Jn)ye5U)M;{G`K&j|hK`1(9l<B~-?a{6WU|S~+CK;Vcm3v%(|=e1U@~By
z@pN4B`v0B5<u@zJZw41oY%JG54KCdOE;yF^zY-kF@mFjt8yE4vSX<!!7pyH}qN-xX
zhBijV!~z0v4vzN52G($I3vZ`jh{8rTUyZ?xz<xX4mcc~9ApUtkLP9`7y@P^+goJtz
z{SN9KEDS6xEDQ_`96TZd9NY&u7#IX(gb#>FNXSUA2q>s1NT{GP(px7OJPa5Um<TvH
z3fNmO7!ep4I5hb0$L}`*eSw48g$AL0!NS3VD%2r^L4bqq1qBHW4Fv_d>IJ$E289BR
zO2RDs4o%76J*gc!i*M{t7&4KnE)3<Vb8^<N_I|K%m{{02xD=FB)HJkg>>Qk2+&rRU
z;u4Zl(lRQlYU&!ATH1z2#wMm_<`xc)PR=f_Ztng8fkD9`p<!|H35iL`DXD2Wxq0~o
zg+;|B)it$s^$m?p&D}k{ef<N2L&MWEvvc#ng~g@Kt?ixNz5QPYhZmPu*EhF!_YaS6
zOJFeI;9y{aV6Q$0M|hmV%Hifn=V|)YLoYLui$<>pxyRE!j<eQij7myM@=Ec#&cTHg
zD`5p~9`fg4&5>Fv+_&X+=Uvgy)q;tP&$PF1U_T@;OE`TH+s6ab_zag?0lm0v&h(w&
zeQwXWmMBWo{{CqPj&fp4<H39;?fK_|Atwczxz0Fu0H3PQpHt=%XvQ=f{g%+_)m#At
z7fEfF=ICMh4*Ha?>6%y$L;n4i0nRJZ1yc%=)WYvt0En)BpK)>@2EiVIbL~hM8TLK6
zLyTNE<rAo`-PqPyR=Hd^fP_}vtyCM67+6>$?aRdibImvlIO?4ID2YhlcP(;6y)_FP
zurLsS!}gCqPFV^>B<CC9!-G<XsL1CmsB^+-x<Y=LF$@$JOo?N>E&iL;^ZSzc-CW81
zFN^0l6#D;XWH~qMf5BSG&d&Omv67kj|F_F$27>1QmgVy+Ck#X|e}DeBjzBS4WX1+u
zJKN&$DU989iE{T;988h<ufTC=eK{Tz-7Z9dMD@=uAsb-;A)L|}ts!P`)wBl6MBDJj
ze!J_kAu_XZn4$wA%8DLC`gJGiV&fUp2;-RT1Fh3QSSS@**K9W!Fq5*jfTET#d^JoF
zMA}h~I9YEs%GzY{<}WZ2uc`!?zkEhmAJoj*Mgop-o=d_z4`y+Lv5&+R(2+>MAS|^B
zF!z*VK^HV884`^8*AtB=4Cw{kU`oW0ZOuU=6-#Q$2R9uo)0lkPFQ>1Mv>KcBv81(`
zV)RQq&T}clXLC|=mb5Ynn&JE?XfyGG3F_gWf`KfSusOR4VL7T%wf;Y7SJdM^-KnNI
z*4vA*42!Ffy+=<_5=Z~*qstIz!tl*dgeUE;)aSj(l4)k8sf~_C$bC|mHG`25v%ikr
zp{1!z1KI>`>@0ASM=*diOW{iPONP5f{C&-*&p4}Uw%`B(J~WkO38NSW9$?cwQ8$?)
zbF!@eiC$^xGoK$XrBjG0Vd52M=(WFr9qCEuyT&*ssZx%rvslSufcLpzK<;cJJTZ60
z8<_6B4ZeEW0rEIM-QEPsujs<@Lk%$8ZNKLQ(8caF<#qWm4Q_zk{4*Iwoo@p1I9<0*
zd4LPW`*QbSKR%wc@PeIj%hmUO^u&SMVoC$<<30!nVzHMdMJukP{hJC&rD<2IKAkK=
zWfubjl>oxo+9s<VV`DOmOdH5g#7akceVYpJ>P`n-U-k1nFd71CkGKXhN|4$F<lalg
z%2bR3)9wp<Ff04dkck3a<(?sMbR`Y7W|h>fH_S7r@qxvzmR-~9=q3>xPZ~7`uQ1hh
zk+Q?tPxD1nY)%jI!(leC<_#7g-1)RCLDYNLY>hbT`$vtCLv6>Txa#Uye~Cov{qfMK
zg7)O|XkUYldI__x!Rw-Dt@CT`&NF<?&TBvhyEXp_r6XMg?qI0>hDN0;Z_ki7mc73=
zA;bBoGjftDWY`5=!XgRbjoyD?H1Cyk2LirxR_@Pg%-@D|EPUU-x7-EbgE1Np6a(1#
z<s8=t-@u|9+v{$Tf>Gq7XYMWcCqjhai|vl|c-CEk!aud~!c+QrfxuUo+GvH^D0M}y
z3HD!c7K(b^=YB}ofK+d?18}1xaXlpVtJQAw7=QKJvzv<-%cD22AZTUmg{bbf=1UKc
z5LrnaGK?#QUIoN=S0<5MM}3|%F5f2Qhb5RS=e!BOf6JLD_h<-Hl8AAA#eJYtBRV*F
zz47SiK?aZ5YQyVyA5G%O%Qb{(_iDNrn{{BiLekg%RjVI@v`0EbMYz{i^QpZCXf0Ad
zEd?OEI15x~WYOH-UTXD`sv3LDWxUXsU&E>ln~~KLi3l8XD~xzn;m;cn=><Q~v&4$}
zmN;(A^*D2bgw4MKjdN+IXXzoBNhVmXn3E_Wh4JeL@>Jx>=$8r!%fn1Yx%#Q=o5UCh
zEcQJ;nu~$O)$PFZ_dfy5@dKPDB4UL&Hx&&%Yy8P$;&Jk@r<QAF-#*qY6AIC*xBJ}t
zZf;uAM}_ve{Rk!;*@5!G@T%J2M#aMph0J$+oL)XemL>$}0>nOhZEoAJRg>E3F;u1O
zgGB|k$J|?#sIkzQZt+mpTOrO}mY+TDJ<jp`2VP1b?m~zPn#Tq2oc7L{pXQE=V4z{_
z>363XZHP;ZxZy9IPzbKL^l_Y<GUNF$tt%mG9r36!mxfW=lZQOwU*B$XAN&SJWdCA0
z@O|YTpmxrXWZD!Oc9Hf-q}Zg(C<jK62e;?RyT!_X5SiuYWogsjY`><-mTk1neko9A
z@uewN>P+?ekBQe0wyvK-s&m2(YPPQEX5BC;vq0`EI~eVON(3Z6>*myDt^_c=vvk<J
zOl*zt0JgXmz6!s8S$ZH+13dspN_1~q-^>!L2;O2AG`7k2{OLU~?(H$lafgIf{6X*L
z{7N@Q4&7=W<D{Lc_R}i;Py>~<XRn&o%{N!@(t|TN-9EPhdf^}$V5;j`cl`L}CtOti
z()|}v@#ebN>Imi&O$KsV|FrLM?$b&t%M}Oc9>A&f4{USJk;A}z*QGbGWAzWX8J=~Q
zm`z^fcc`enS30*_Zew~?jjs91NbZl(oAo8rB@$z?VJr8cU#pkcd_6SAnms?WGj*J3
z%nM+r^ySk*MtqdS3gK8w(Y>d_(CAB3b<YeR4ud6Qzf7ts;Lksz(ea!+>G&W45w>_A
z{RT!jb`3~4>i}}j7f<~wa~3+JYdVj9_U^gC0F6puZsc`i&o-VVr1tc6Lt^;xxCfB`
zB{J8iN}I<!HjlnU!^A-^@MBx6wq;0FWLxPrAf)5sfpZp^pe<&csX-v;_3`{pdJ$D-
zWU0*cNzp9FEa4hsR{(c5KUzsyy8rOenF2Q{+K<H<IP!yYdaQ1x@Y_2%TMkGp82+Qf
zH!u)&T<mnnbX}Bhf7bo>9v>*YQSSCF7g_3I0za*MyBz!*srk0-{tr68bFbXb7I1ln
zAN2aRvL2v_?ksn_G+qUlUk>klg1k_hi9*&d4%bhCLrcMr`;T)dvl@l2m=d2C><;M;
zpQ5wGMttnsWiP}!OlOUZx8JoOy}KV>thH;+@UmRDy2<3!{7xT{7rRzjmj$i0p34W5
zmnCy<gXT(WiAF|m3c1wUcl{t%z+cGj{qfzQ5NI1#qjPmWMo5|1Rg^3kgBod*+G|h0
zH%Hb~+^!=+BR7EeJ<zAtM>X*&S1u;yasvDmz>!*W{MzQze~6f}_<G{m_6=+<NU%*`
z!AufYz-JLaI`1S=GY9*@x4F%wCoRK0|9j{ld4xvN{dP|amAMkvxaH@~V@fJGaWhXz
z5IvhbY7D!qAEh6u{`yw|Fxv@Z#r4yxpuuC<6Pa|g8Jn>&7l~yz-{-C6bdO?mDG8)<
z+u#ALRKYgEOdGQwtj%$I>@0-sb=MV%MMF+`NhT8``pnOwdzbp<b^-)doSd<dO?&Ob
z=Rpx9Gck!>%Q`;ctsHmN?c5lB=C81>3>X*d>}RipGkh(KG#xE^Bo~}w3)6$eNBX>?
zM9Hoo4p#h1^aeH%_XgIYqu=YiOc$%e8BkYW+bX0F$$ov(0$RV{@ln;A@c3cNojz`I
zjoIASIUmRhE&^iN_3z)nZ0<@|UvaKwetDDm43zq`=u=q`9c3M<CK&nZ)otK$#+_mg
z*y$@A%73g?E_|xHI14vL@}PO&X0NC_1Zn*FU5hnQUxT_;M=KZM&FL%J#bh&cAM3ur
z&99~Ybjy;16WVO@2;ewRR4jBw&hQ3!+F5P59C>&8ttm!1`;X|Vs_NF7US=&x&eQsv
z6TRf~JttyncGE4j8vd3_g3_H#VL17X$9XR~h|^ecFM{*osfPZ0fb_*~_dsFwerDYj
zMegaG@Ee##`_IWYu$>QYVBmls&z3Y%uOhs->*rV@vMQ2z9XNd+QKg2M<zLAaVM(j_
zIP=*vdp<PclnI7HVxIDs?(&}9jNOzt{v}<Bqbu@+o$^tD7;EK=xR;ap8yGP&h@`5v
z{k)es`N!OfsVJLmkkD=$o6htN?rmO$-oVarAMOT@ns0^AR9qpYS#>3LUB|qb?Meo6
z%@1M00s+*s?Zl${O!Rc@d|qG%esq(qtlJ?KnTBiJrLXKYauQv;YUARbv0f(DH>k|f
zY3<?X?=eLWbR>HL?QdX_u4;87!uHts4*D{l0v9l`hJKPqzC!?y`suCaWuEU2<Cf7E
zCmpc{q}$nmh`K)~c1-}s2ikERdDErN3Uaz#y}c@B{0)rcNaf&>qOUgu$~68!U(yw+
z$7Gg#x`6pe7b%K8<fJSO+92a=yUHx*x~`N)Mq0@u`*6h>{q}*XT*j|;N1)RtS4H27
z=7$I%5chMl+4dOU$(cUq{ob><2Z`t)dsp99c#*eS%&QZfYyEKqj>5hc+7YWxBg4*>
zUf=n?CdwFYjknXuD|w}^iX6Q^Il$t9t~U+g_KszX6|}KoTNS*=`{2mK5z62Di?0Sa
z-ClAoAHjAc9w*)pZP$TvlSg|&cfHlhDHT6Di_x(JD7_YZfb{9~$@e_k9%rNwxal`*
z_Se?Qeb@iN%X}l!nDHbxaG4w9FzJyeVz~57kL-e<L!1~8&-icIcHMbdSaM99N7!Ta
zjADS<PnU=jK+3Z@?T{M-q8oq*By^=g1~x}zX+HvcfENt$wT<IT7mV10@$2<4-0bW3
z@2Ed+X<>i2lf8It&f$pS<^dssBwr5E5$wmSiLYeu+f^KOyZ0vD*%^<s>Z>drD(ai#
zX?5{h?%SYu;k$>kY@cZq-{W3VmxIysXkcAn?ozlc2_NaflJurxEZ?hWdC;YdKO+Da
z*AOoFTW_mE$#DkCzdlRMmhaXkkVPe4Bo%A|Qr^Jo^mfn3PpOxfMxi}S>I#<*ojZ;2
z!>+hJKbTEpl31z_bU#|hB0Ra4J_d)-JC>SAr3ypVd0uTzptU_${Jdn<6d*FoZ`S9;
zrfT!J&Dwn7d7QJwa;9xvM><)(EMflqC>UUMeT&Ma6gGW<6!Nk5i7JQ&jMy;jL8W);
zXKPcezbR$ov@~0)KyCKMUh_JV#h9TT-n#+z8_pm;HER!xm@#5*?7eb}HN2S{p>bbn
z_Wq8Z5eG_<2#rtq_sRqEq>^yV>Q3vZ+U7~o=nUYH_!^^n)Ih!0Ezu4#_V{cm=q2VG
zKq=ej`(&vl9aC%1m+jP~Pfb$%N2622(lH*u%6qh4iSaE8({0lB-pOZiOS`Z6c{s~Q
zdN>ynk2nD>*tice=X>e`H_HD(;-*tkXyuru^PdFfNN&@p1Bb2<nU8cZOTB?{HSrnq
z6nZs{OoL@eGS?oA*q@*q67aVP>qaebXLRL_sQ7^5`S(@Fn+t#_y7!-fJF_^UUmebL
zJn-Yp>zv1T%Xc*1$5>8ZpW%$y*zCFmW8YNRr~z?LzwTCBsz_hRCfS`Jg$>W&06WN&
z#_UGz9aKJ#PH}y)3%mA0>es+^FG58YsI%0*$OB%Wo5OC;w~l-GljjfZv(K67k;Kaz
z(=PP6^9iEt!JrSiyMtIEijm-e7M2e(1346Z@Kptw^2NuoMXNzuucM?Sm&8!Rcy+5Y
z!o|6SZHxnL!N`JIH5HQ1yNY?DkT)<!M%6QK(iSo(pZV5h%?t6qi{JkjmZTmVN|}=r
z=FTkw!#-!ON77hryi9_92auU*CmF*HbVJ&*bo7+O^S&SZy8bMdIOiw*2uwd*qiAe1
z84d71(@BV9i;!kF8Q$n3ZRDq$vi8)a=U7wpUaRXnT#DBl9G7>{d|zQH(SLJdq@mu=
zPdCffL9nvaO?IWApxp(0R$|C+afr`y-yruomXrKfc}pBUJ68S*uK)x-FdrA@lhV`1
zR>ih)%scZ5ZFX8ooKLE!jl_gs4t&8SyNX|qBh1#B-~){_zZ^>fGr<QwneC?R;r*t(
z-wc9AQ{r5_h(UR1gMuN`I2kvTx#T|z;y^@_fXbuNTfu|tvqb)SQGla!!`3Z*BrPuJ
z;XWfxRZf9^e$0a_GU}dY{VzKDf9&GF?k<0q|L+<B{eN#|{>^s$n?aeKorU=?AI)zW
zME;YRnf<?DX8unJO#X_A{a^9YNc@%n<v;mpT)|JKtH8mC5qc`$h)h0Gxw7|_X-$Wu
z?w-+i*c8C8Q;jo;zCpYwcc8G3#$aCV<2*(d83fhF2u@7eh<#wq3w(A9@+PxLA^Es7
z!Fr9S)PrD7;`8I@dI+wG6#T;#!i&T#lc@G!mgz6foFJTOkyk#^{}Y>fhU|e)iF8`~
zcg}?0=I*x%W#RmnS^h`%8a_T^Mp@%;rjBOB9NfRfLxVz}CCsfr8D~Jh|D6#pPw}$B
zZ$RmPTUY4X!8c~SRN850wBSB-%AvCuXe5^?0i&7CGef4ZMc=u)yF+O5V4T(x(S?~j
zwHw+TWo4Z}cv$k<)oWpBrfhD9t0?Eadx}2&d{-KNx;LE3-x7Md&Y7kZZ7zYvwq1y%
ziKV;2SODmot9vrqmLQ_Tt52>!@>*@2ce&wW`{r;m&XJx*k)E|8sPiy39a-`0b)fD~
z_trzkQSt1iwQx0%U+Pb{syv*i&#1d|LFd0*>|+s1#~v@4<iHC1D5@`NkcCn!Xyw<k
zmPnM22pkokx}^Ll!=ja7{5n$qvS0nhL9SeTLRs}`&6;6lAJ5+|r2X_WYx}8}MqLG-
z`+75n>zeQW@yO92W!6jowIbLVct9FtfSMtTYo#2dZ3S#5(IbLBdyfmHoX!J!r=r&d
zqEyr6vuJAf#8~e2bo<U?^QHYzz~HB>q?gF|S2)LfdYWw$XPODg#<)IyL$Z3FofBQ#
zL~@S1$p=SEiiYnC$|xF8iShi4V~I7|83jp&Af_ajq}n<xIT*3XE|E0_=PfkaH7~&V
zWk1v!V^q%|#wnGhc>d_1#Wl(`f}UWo)Ee{TM;0jkl9ruhqQHZvt)*zQm-EOCe`K{+
zp>p??kC*x$St?;nO^ID#^t2i{WPF4Cyzq{6^=rF=JY5#p{@y;#*V}-7sOFE=Bwj1N
zt=7n3!uwrF*v!x2`8{e_BM{^hI|f4WZ_N5BvY1O@?q#D`dJ9Gy_UFf28iVDR3jtXq
zt-)D*{?{^g0fV{sW0dmXYskO=ts_x{8*k4~lPGz%q6TjE=+73{1}n+$S2JoC84xU_
zM$w<tm`NPlV=%;K(ydbBuWhfe@z&`+TQ0XrMcM3Id3j#`fWALy86r{}L!(IOb0tps
zHcT35#D<jV-P=I9OO74SEbCbx5Tg6Qo#h%+a4DDU{W51F)%ha8HQQ0~eue4C2fl3-
z>m%OQ-mAT|%>3fE^r}-3r&gRT8*eA?dt!fX`v|Pb71u5oap!(K(JAab@SoIu3+KY$
zGDPg;R}?+!rPfNridEZK(5g=*aDTO%CQnCz5=lh+r&7IB|2h>yr*U4?*!YS_fuomo
zrHUOQOLw6tKPWrzBRzvv-a1(rVvI$y8vdq9QRSv|JGCSOCLEV2eaMiv(d*b(?|BkC
zHAS8ErQ~r<V{X*uTuE3inNVf=hnLKmt<$#O*|IxACb(DauRavi8fOv4D+cT9xi7`n
z^eSud$U%<>rwoZFInKN7?iP+J*2dpBJ`=VfGki%T(SaA`HYuFM;g?0{q0+Qluc%Vu
z{4Q5b@qRuD({o8Z4-73+Go^foly3H!lLwixwU8U(T<xdm7BvRu7Ltw+uIue(DW)p<
ztV3ybA!`4f#uh4sY+28C0)P)4CllhAK?XC$C$x78&?~Iw@VnqDmC%jdSXRgHKRNc%
zy5^SAa_eJtwoSuZNH4E^<lDvKSd*a)nekVTdJLQf!yDi2{`_i(gwU&#5d}qxQXHqi
z>?1@>_#squTn@Y`u?;V#PD@R;O_mX^(=eeZrUuyPgs2D(P3)jUXd+s#F!o85(M>$d
ztw`R=&t{9O`4BO2SW=-2Slu#NylLQx;!)HXM0JWPE$3~jm4dT>G?Kr<xhS#EE7`T<
zovvuyyu9T0Yh8rRKH)>rba6+0^3L~8P5V<%o}Z=t^WEAW9F5V2U(cR;Z4V+H6gUSD
zr5(GvOw&mqab(~af5FT`cq-6R_at&XTh(-7j?2i+q3dMzJU8JU!4|5`6wMZ=pGx~a
zUcm3Rg!pP|_6ak+#_$S#s?N9`W#@tP9Le3bUF%tH*o=UD(Mf#D@?7|2ThM;@abpGT
z#m9HX>=H90I*?$XgOLFh7-rZfzbMSO3!5tknJNQwnY#i}hOrK&TfQ?(c;V-A7k9;E
z7M<NHD)W#*;=RO;+s|;%k;$?qD{Is@mC-l`m4wAx?c#rzNZ>zbhx)1QtBRGkMw_aG
z=ui!0z@8s$x#6C(6Q8R8$gcaa&0$hZdXLU~TuKsts!sF)ggrQ^`s?SfTP-7gZ}GX~
zgTb;P^pc#ny3d{1@RT%WWJG60hR|6uW>mecg|{LB^IyAb=Z7)I<<;0|QYYk*t8sU(
z^OY2{x0mu(5&c`tud&m6-SgtH2Qof$g9l8#tvM3FmM%PMb~tT2X?{`Gv^G8qO4Nmk
zp>!qzn`Im=Z^rn-WLQc(v$@UL`m+L*{ore1CGUq70E5Ig<;ym&el2-zL8hBr$RVu9
z+1@tp)iNl86G&N>K|I115f^aZ09q?8>OHglabO81cIpg8q4aBF?tN3Y8Voc06$YKM
zCvCvP1xw&v{r2!DjxwW`rYvHW0?5p~ivzJriROjW5oNDd-jL`R8I7ls^a+gz?Er=^
zVH+)hn}K!$MCT@*Q{~q`e`p_CbF7es6Out4egALly=7EfO}8!z1cv|(L4!0j4#C|a
zK;!Q2P6+M}LDP6}3ogMucu3I3-QB$jE|+(I-@fOJv+s|)&+pxT)~FuktJbWi=6vR?
zJU2m?@hn%*Ii#GPIoBkJq~Nrl!jWH`Pkmm7#~zFLvX@@=%21g}Xse~k7|}G0i!9ag
zE5z7Cf4+FBw^eWaq0yb<m(Dnxqz@`zw)~=AYD4Ve4|7hg&i5<agvD8JBLdtMm1{{>
zSQ{3XRU25wZl&g0DnFrXbrlCjF6u?ba%(G*S!VqNWBEYYn5JpMji!VrqiCKUw2oBT
z%>|nC982mf?{9QpD$RH&ZEAnoiji-K#4$~?O`DGp4yy;Ut%zCwJw4>LcN<{bn-jR7
z$EBFOUzd*hG{uUMvTq|5K8$OY^%~_xe5&wEEa$tO!`?59Ru?o-vq*P~p(f?~!>*)q
zf35#7eDa@OSRCwZ{QnDv^89Zw^j~rFR7|ZcfvhT~E|#C%fZW{wj&!GH>FVU}Vs7dB
zieLWiy7kfNHDcZ;w}1Zm2j;vY8bwPBTT=-qFLeEX7)X3v96)Y<Zo_}*K9-+eDL$`$
zVgFI~KVh$mi<7y!r5jNHwK+-YS6?toFSl10F2~mnNc{Wx@!wBbpyB_{qX7Pcr#`xJ
z0NMYe<yU_&S9T!#KVwmQZ4JmO<>dxecY6i0|B(^w$_eE7r$?_{1iNwp+5Zi|z^{ck
z{-JyPtB~~Tc+mf;SVQBr;(ybnz#KrHe;3uz;05yhEBk8}P9W!hqIC`K*Kz*8)#xaj
z*;$(Zt0q}T_SamzZ2vCxPm=dF`LB+?j+C8~=Qa87DgGzP^_u)wbFahrU-R~_8vb+M
z{tYB~+5S7Ml>dX$_1}ng$jkQc`TD<drJJ`^r`E&?-*7e$1E|IWa270*q$HPLUa(<N
zA|L;JWh6>3x1;VI#g<f@O5t4-YBkuMsR;kTQ8Uo}BK(Fz_@`pp1<!Td`v(gwt<$BC
z{q@Pb&rFBP*4GQ9%sEHE2ral!-Oc<><!O0&`Rex%epL1bogQKJI7lTr$UzOLq%KE5
zN>*0Z>dMOY)@D}PI^RI2TkBCfT?CF;Dn>DxXMWGw!^6W=&WG~aYOqeLuD<?OT40p3
zijG{e#otgdxkxqf*F4c5UwzlQ(idK1(JlEtc*L)CJ$++h;pO4k{sqv{!ztnxgQ$4%
zhEsnK{~T6N+R@n9SYHoY8S(J+?4mF=+WXRca^m=jzh4b#r$ZyN8+0m`;DU}sNgZL0
zs&*;~K07<3ASERwCnqN(dt&QtA4PNGfJec=abaRBlQ+zdpWMDakeX2&Kz5$N9ee!v
zIqMcFz{SPI$H&LR!y_Qzc?$^pK6l42B7%j16D^~?U3y9+YiiK&PAP#G&8>lm<@NVE
z165U3)zyLbVz6jJ?|3+7_yj5!H+p1yamXPC{)}C42+pW`8(ZHqY~+)ZQ=oU<U0v#@
zPoHWA-e^xsK)zAobGNWg8%4|EzM4V)hD-8C64=R-{08DuuB@y)3DmDyT|a=nt?gz;
z2FrwKybFh@tCAS3P6zqSW?u4}NaITls!A38#82srZ?g%O5JJGqpMSaK#mGH-6A>3e
zkX*!?@;AF|iRX8X%Mi|hSbT6|XeY5cO+>*UC1y{<yTH-o>YO{iNHITAJrz!gf!N1^
zM0Q-thHWBBz4%0syQQUtT9F`Eiw`~j_i!6u#4{088G5QPA^K4_$zpZrJUba648fKV
zJcA#vWLWkY|9h#$&!SsjE2N!f8cBV5UteGKuf;siJ^>D%h2q<6Z@;qzl_o(*f#{SH
zK*bM$gk(oSoJAsbT)MI%iSuzMoM@aCB2_qP^!SkqyLc=adh}omFV58CNH;F$DJ+;6
zs*)I&OxIMf#kp3AwUN76Ia$c~!M;R%E(9I&NnPNw70G!#^gUu^x@-bL;ck`0ArPmQ
zGg)BCR4)ud<v#I4(`LYajQNUy`h6Hnc+iB(P{t{1OWBvn2b!cT4~w0u3YrrJAh&O@
z8-dRvKk8F!d3@x1MECbAYZQY6Ya+<sn*@Pov%kNE<mO#TXoW7tXbsubNG}af!hi!}
zxHGDSr_qN((S-|dse0-as2LISyGZH^a>c`OYq2L6zQ6<O-Pb*O#2U3{M->n50KJp&
z2QM^53txdxpFnKbRkE$_AJf)6Dl|kd^2O>T?}5@d1Z`{=OihR3{2%t|q*w3s#1<WO
zic-49XS%*wZ_YjcT|;<6f@=2Pxjxsw!Ii25FVolb^;JhN>yvA2bV<py-2>Ge14s;d
zdE}q2n4gcsTUXit(9efVTlG^NbNGH$)6%C+)Xi@GlO=ff6Rqqz(q<<sDr-mg@eT&F
zq-rR_k8fzN8OH4zGv<)MkVrKHc#P07C*JXUvn!m|Ncf+dUT*Ck)`YUn)f0>o66;u)
zBm}2s1qZ_EJt%<x>qhx6srrwoWoPH({?Co;Uo!i@2;hJ3d;h-z&hqg7AGE;#jtFM|
z_a5|rC4yHRLmhP0$gBpx)pqmDn^4y{h#@S@2bm&Ub-%pC-IeM2&-EQArKf1R|2$YC
zd-ymynDo#$9F5O(UA83gvb%Py_dn6G|0g>3|3t_BuhFpsSWq9A=w`7)f8zx|&VHky
zEzkXux`uH2oSG|LCwj?z`YZ7H5~OVL#q-Pa?9JV=5n*t%$;0W*=~|4`IxPZ9!gFTC
z(Y)W(dV~}CA8X*tiRIt9Ee2yz((b=K6&K!nZ7=4Y#ZaTbk?GJ9JAOi>b06p9tG~eu
zN6K^kzI$zVNuG9hEw_aWTNl4>AAOGfE{_`4+i23b&Y<S7B$l=lFTa43oH1jC`l|Qs
zG3gpr4@Vc%d%sG<e_j5y_YAn)v|Gr=UJ|OrFGbsG=f4S@KM=W1k~DEKzXW4H{}i-u
zDhC&bD@$mon>vxv#J`-*+QqIs;(xRgVu8e8y5HX`oN9w>Mb85NbXu1%{J}_#G4nET
z8}kk2_uIL+A@Sx|yU#GfGFHy;srg}KKnmGa#%3PL-33+R?_~;&K~J4G67<rn&I~<a
zfV&3sv5x-SR%1ez%_8_U1;!tbe2r(Ug_3;c0kr+TzQx&8LQb7b2_m<cu_!_02U}+@
zKCF!$FNz=)4xscsz*ImgaL+SfudA#6aoUl5us+F<B4|gPjWaRuWyv0SzO?g`O#K9{
zNY#((G~Wsp$I1({2Y3_VOQI#Tv%aanVOMt+Tc3(y=rd01iF0(E=vcfk0lz0yGO}A#
zz7@B3R0_HHw)}FjROdlN+MYMSI#_VFuP8UNihk6Im0H)z&zH`!!HP2PbHfE;h~1y5
z_&hSiPHb@Pf-?NOT;Kfb0MF4HsrP>9b8pQ2K3tJZ8u=BV8nnJkK#Nh?_YA!83_QCD
zI16m4f3yg7T*$TlRpqHFuuqf5R6*P&eJN_BWu_qWl`;BaBOZ~bz>MzeEX&bvMev!~
z?-|w1d)gWbwo$2dVO;oB_v&$!LNz6!xbTY%tjJC(1H~6&FoIIU!m{<6`$cR)sO`;h
zfAW|lzR;Ud)fidW;5pX{tTLwm;PmL5dC0F}>Uoq5UX|rSVepMg$7-%BG=9F?uC;S;
zuc8sfleXQtk2dT_rf$3K;bIB4NmgHXZsGM^Avt2Js6QU+@>bx?bD)o5*ULlK3rgTQ
z$_vc0^`PXqrxp|830F(B%pIOF;Wi65ndcqmRv4s!c<|+NsbXTmeBl^?t<>AaR7k9|
zs5m?lkE_{E?U|jjY`Kv@{g)cAu60odyg9~L6TJWCPl?TRz#pHQ@Ff)VY_AL_gkfvv
zH}Xi)V0ktC@7Ueksyp@qi6mPWE_~?lt4M}q9lRjf6<01rOHwYYLIE$xyr~aS0M|;`
z1$@Vrs*Jnmhkk0EiiIl*gAuou0h>%>;e~eD4^WJV=_*y>fm0&~-g>KV&hi@HVt!4a
z%zI6#E;b?gNE6d0f{Sp^d%ntIUeWV*%BkI`tURotBP1yu47myWgvm^N6Mg(8`e<xC
zNAYq&@e)z%2lao?oN4XEp(!Ui-e$rLVyJDD*2!)S9cd>`c<ism)%$*5AbMXA76x;f
z7-(yGv*Z0EE!eU%CYqZ^7qY!u-?}80>;OsC@k+vVcT>z|Wzy5w8mmzG;9K}d9FT9W
zyR8OCINpsRW<Px=db=o5(aY?%X`3%dSUk0<WprWVd@_o{A<!Mmx<Cd=)FVxSE0f<6
zQV@O~QpLtiH>Maag>NPmD=jM^sK-g#IGoYr5)4N@f*@9tYl?COeE5ChvR&4ncFVmK
z9ZQ7u*@7#xnfUAKQyga_kCQA%rgr`hzQ1?C_TyS&+VALlmeAu&=uz35UwdTGtAz2*
zE7}?COl|7-oFFrnSa5`h^cn1fM_;RP;3KL6i=jI$)yElj@cZY%+{eL}>$c}9%bm`*
zO$)~fm|BWl3}g#YQ%rm(l8)}BT!K2;6Td{jf%heWLuF#mH*<djV|Szx8hUs#<Kl~P
zU9J=eV}2|axypVu%DnxYFth9!|8uo+byeO^!g(s;3KSQS7Gv>8^n`TIdF35eerA+{
z1FQS9a{c(WlvG&q))X_BOekZVJIU{uhCk+9Sx9Kb^w53cN-N01n5~6SJx9yV_@rtn
z%aAs>7k13`_qGipH<3w<lvGi08x6>P%SXb}q(+wQrtWQ29`PEnkHF)bJGm%&0^*VL
zHxSq9KpIF>Egdz^w@K%Bz$60)Rf6g<Cxk5`*00VRPan^Ltv`G|gF6ck9~qrt^V;wz
zAo#-h1ZxX+qzI;@Ow`XZ!g#lDM`!&0bDQ)?ZRnpU-CSw7>ONFnHaa_I#VX;|3=syB
zx3;XEs)$%D2~VAplEG7nl!<_Q>%eR4z~{ZdXTrb>!k4?c<*TH(P2nc<I~SPuyb*>}
z7rIgVW%!&Iu5}sA=NzCr*3=X@yc8&Tf|QkT@0vpcibTSBAHm6?A7KhtjI!$<eQQbf
z&ZfA_Rksv_22O(qnH2dRfQr#A^7B_x!l;)V8@5pwe9(NzjoNnVdpxypNNl%wKDKG>
zBLdWg%mYBY<WRK;4!>`Sb)oV>u1MdlRJ9<z9r?!Zyj^kVIYc)gB=|$PrKwe>*ccK^
z3+1zu{v25lpkz_Lfksrb?%zp}?}-kWU4acBr2L@_8dz#dY9p8BKkZRdP}_%00694)
zqqK?BPxNO^^W3kd_cD3;lHOrr?iJ9vBf`U5(=I+fs<K&j^!hrk7Kj!3M5%@-0%Yd6
zc9~+sPgS-;<LAuxI_gfJoJfMlZC#>hxBaPmiCCm8;$Ii&j`8zO;8Wf680*pS*Oz<k
zz`xo&^H#1tNyns5uOmaL5XAVzNUmkh`atSTIA@H&|H9ivTmB`vOmh4?e!{)I2G|lw
zH!mcST^wbf%|G6uTlSs`F=N>~c)Pza5jBSKjcTdMc8ub%6!VlaJ&ji{E_K|1KlJI3
z@x;D~+P+ef$%8`vNpe~A_ANDa(8xi$`q%DhE>0Tm@F*zm#&o@ip>ic-`3*<gZW`Cl
zKx+Stj3v|7RDuN_ox@t#sUmn<%|A&s!Uay1BV6!R-9o*?IdHY@I*&H<t3r*es8*=&
z+S`q^Yv+&Rtg{|Tm|?!Nz{(b}>y*qNcn!R}H)4fJjBiB4M+Zr<4u@|;V<EG`xLHu9
z>BO!*t^jY=CUE?q9(r(FA5My&^DT7OKQTVMnfq<Kc#xp{BkVj-$0}cXkpm&evK*-V
z7L&bdncmF+qkybjnqTJE2PN$B>!W6f*wA7?f5Tlb5fWDFxhOg;u%oK$`Kar;i*;C$
z>AeK!6~<30L0;XJZ$dh+H=o;ju?^YAa->cCk_wHo&rQuU`n0W`X{}NCWfy$ts};AX
zJru?zpN0BFlDALy*9u<p`=qe}H5~aJZb^{$gjV_`Y@77F<jF`G{JHe_Xgs;Vx&$@*
zx>>PVYtxRA@B+!M2k)(I;#z4|Kxzn3m)1=+HtGc4HXrM@?)1V|!bibd=?8<4-J)Aw
ze<R#-LV^o5C~kRpU#7;`@(_Sso<ItnrH%}y#0E#zOL=1&exM+9pJrHyZIO{Cr2)-2
zeI2U0%B~KVYTzI69;z?$$-CA)_npYqiv*S#_u)~~9r67z#z`?8?+)g3<R=>B3o3*%
zMD$_P`?+&kg$mVQDhebdY`)}qCrzg~4c0<45trIgrsUE<O2*ZF@xWOC@BT%A<En0F
zj_bTBv~5#`KDm)G|9;()5sI;Wn7>{|+Cn>{n`3fa_>LGe5wN{bQY6VD7rR+pX#j>)
z^^eYlz1pccp&fUMz|Wt{U>$YJ_`hBT<bR&McpE<Xbcoe|RyeactT;AlBp63^92~Uk
zG81`TQ*XcCn)wSA<TMG+?<oD;X-)&u;k6v%E$4C312QH67=$j1Eawwwy8<7Y10P-j
zbgNdJjZd#f2Bjt|VA?qfU?46om=TwMQ(mf4ECVEGG#f%kWS;*GHsi0vARBU4OKGJW
zb3H17!j;QQ35C8R$wBTYbt#n9NMQ|@U2q9DcXq_Cjb0<iP5$LC)r^87G%3NAjY5dm
zrZNyK{}qw8N8r0VHDS4TS0~Dfu(3O}1SGb8z>8DOvs0o5Q;rx)3}{joums9c=;M9>
z4LKu;k_7mDnIV_OmrP`&?ioB>u$i}fL+Vm`URgsdJI0Y1Ixgf)c8s7pG2qw50Ln8V
zR{mtA!Lo9ERN(!dys4Xqj`(~?ifpga;m#^7FCNQGMll2d50~&Cu$Q{(e!&|E<D~-B
zNQiyGu)so%<M-y1gZT)-vRP5}9g_x>N{!gFkkHfeo$WNJoy^>8dbJmH;i2`K?W8Y<
z8R|WRwH>!;z`Q)(RxY%t?R@}?=6S_k{uEPa=L3DuV!b7y7TBW-MMfeOKPr;Xx@twE
zU7DkV8i6EnrnIVuF5spjg19I9GD0QnuHL)iuy=~%N`*RkgW`FEBH+%l)uZ3vs90tH
z{?O5Z+#myT>^6OnbqG}Y^`{bmTydzc$IaefcSMjOF34#itTSPPWA^<+Q!9P%I%6S=
z-oC+hiLaLnx*F3er+Q>PKZd~Hp{=T<3Fx42o*T?QKQoD!`+LP;0&8WlJHx&C{wE)2
zSAn5?8f&(TVXA|^ghc0L;t3M}jR&V^ZXx`^3b*p(3tb37?-MJjXxXW6B!Fh@Hpyfa
z&vcTK3a;au%Y3|gd<i;$6;~A~O`h9=E|ob)Z-ECC7deQ0t9feaM!jRNRoCe<SuKJ8
z8Dh7o4BN$VSGbehSD&RsZlIyz{%aQD|Lcjc>-Kl*>Qm7!6hNkl(7SDM+<)8?A0@3x
zbw0ZL`;X+P12$c~K-I9RiFA@ME{So18(pO0CqI<UqZb)<7GcBf?LY1~Tc5y>szXjs
zM}<@;9Xa^JMfQQ=N)vbuwWYy32no!hiXL}|CD-QLRp3n=!3;dDy(eMZ4UIf*q0#ke
z6xBNtRv{i_Q%`Q{rNwundl_@(NK0<_S(obc2pS@s^h-XPXlNYr1kbOC@<O}oex^F`
z$v*exO8I4)VJ!T*&`Wi=DWy_Zq=idfJ!L#`6jzO@sSeq8wLS|zNV>Lq^OxS<Pl>TR
zmYrB?o(<RPaaMePsTSbR0Vwj6#DIo|L`o&PN9SipSuk7z^Qz{z>||+fLtmco8oD>^
zS1sS&g1%KNYJCkNrSXhC*oF?^@K7TW=l?`mQ6!82$wt+)_HL$1MILfOrXvT&NN5;x
zchr=fCEhNnW3{8J=J%0o;WW_>y7sGU1t3%&QwLPf32g4<bcu!;p426Wl1X!XS!dA0
z9@SN;8Z}Teev=G^Q>))0diX?J@Wr2cr_;~z=Uh8^Dr+AiaafsLhCPo&hyr10>f18H
zVzfAayF5*9hfHmd^^hxB`8sD_v7I8RTnYkJ5RVf?;21ScP~NVWKn(p|Ih_@%eidCK
zf)#U^A*FOn4=|6sd%xt7(O9C-3H<2x;g+_JaE%LL=dqEU8w1OR)PXtm(;;S)3Y=v2
zFxic20#czwJG1exDlYSkA}Bp(GA$7Hfz^M5f#CCP@n%Z184izZ`fEnKxNMHenq!$g
z_klp(ed~Tr`i2q$JROqO$O94QSFaSH|D<UyQd2upd}QEr9p=4)x9Eb2eo?1H&!Q&%
zCX-`8DI!t28sTtw_2rLSQjmy;-ye-W#rf_rd!)~HY&8wzv7s0?atxO@1bP~hWiTWI
zv--j$m_C9@D;FMI$ud$A<aR%YIp=_HX`NVWj3kO8CWwFlN#LplWhJxokX~T<qdW(C
z+8{l5^!KJys)j0#)o3rCckT&#F%*0ZeblW-=gZ2v2S^+&KfQ-~^_3DRV{Qgnq{9}G
zH?(aFe_?^F%-T}I7XUrMJv#EvC%Lc=o?#YG+Ml@R&_YCDIlb5rp$@u|++c_j^V)Wb
zg>@<AA63>r>3`ABo(z8l9IOO-I1ar$t-W-l#e6&#6~RI1V+8VBNPy0xzX{4qt7U4;
zk>$5p2Qxowp?DuRtf}XG^+Or~GGKHWnPRdpgE8OxwS94w((z)jH;8#u+&%l^gaBV8
zd3%o2xR@p<T1LcjP<*JsB`P%WaIKG;l~R4G?QtH>qDwh%F(>2%B9e>gOW@#)6iAuT
zjv8lBZ6}TbGoOs_RK(-PW%ovEX^1{i3NILjoAJ1We`lPy=xLdj<kQ?VHX>|gyO52@
z_1f0M+>A0IkJwu<sQNHtn|U*abdF7eNo(~t(Q1u#v7CLAlYLHOl^~pwXs8=iU7gDY
z_4QUO`h}!$r62yq^z^EONU588sz3VjIvFS7G5~RmHa4TUGTZ5+cAcs&1|c4H)MW!8
zFq;DZsrXHC^{)gQGCd0onG5uCQicUpP@@X1J%Q8^r61fNDic33yn{WZ1Cx*^{NcGl
zacrT{DFzyQP>@6S9-yqv?*yk-cgAEAEzyM@$Ntc!FQRr1Fa}hI7jo*aMAPhMAJ7>8
z+|!Aeq~tYeBh3BkL1+*A@>qGWT;Lsy8Ns9d`eLgk)mX*LQ{!V@-Ux#_p+|l>yN&r$
zez5A#k)}P8&K0<}ywbR$q4TKv@TC*42kakj#)L#F@XW&g9E+)~IKIiyG;8sgLT4X(
z`yTGM(`c4mzip6D(%sLE{x~sN9V!6)^ly~pk7?1ARN?X)g&v==8c?hqq?J127;~U5
zj;(PL31o$J#y7ewY|zl_FhhQ^LnI8SpHyq7`DOTwqg}$dLPC6`J+(u0PyHY8H+!aw
zutNkBPO1^CP>tS4MF_in98^JyND7JO?fY?o&9bn!lc|6{ouB-hdok^jEmjnK2=cD7
zSr-MZdcZDRQ-}rpSTtK%15xGW^m=TQ$MUOC<ta{%D_ie|T-BT5?MB$pmzGqX4L#lm
z()G;|2p~{3YAhfTs!OkuULXvJVM@y7Mdngm&??zkEStC|zKtnFLoAhJY)l*PSomF&
zZ80#=eVsQX1(b@l|C*e_%4E*|S5ei0g;Uq&mD2A#QB1%(5>VvBQkX}|p(q7B>(%ZW
zmEHm@wE00JZ}_^0t0Y;F$b!+Lhe-r^!9w=MA2YP6gf3a8M{gu33Cqe5BC&`8ez<p&
zKUrV2nSOk(gbvgCNu~%K@-flVOmkJENZ~pHGEt|D-?~G*kaamX-(H#bJ!FW^p`fq6
z2?tW(6f2etnWg=P#_o>Vb=PET1m^$VIi_O`x7p-hLR7fnHe6KvopOoaN=Q8NTRisj
zFU9wL$kAKOSF|wCUvU({rFgy8A$d$3q+io{ZlYFO-YxXgP|rDQV&g{Bxwd|MOC-s&
zl%^O#MH%e!buyswYmhq8X8g_~+1PjEol}7|5MX;hlA3)WJb`)c+e1`@?y9i6LbG=E
ztr9)a+yEk@|DLnzK}#uOe%kA2nLjMn2jP5q{MgZa8++T1v2V|Y%ex?6oI(7c`X%1F
zJPfW-Md3Sc^kkcbQt(w|lXNixcm(^m%#Uys$7@P9Yp!7le-)eB#&NkUiHe^OIru`v
zviVU_7|w}=s4$5W{uFsLxB|h`is@<L8u`8S(K<(^)ma%eO_@%K12L2&G{eunQ*#@r
zlAIux@?XFm8R;K@Uhp5^(@SQnQQ+Rz1~mo{N#2ffmj(Ef0lDikF{OL~k9h7l+taj;
zNDT{>J_{Hgjr`WgHW_r%O(IBTO^wHiO8-_6cft)`oJz*%dvRTU#q*Gi9PA5a4sM{!
zf4tMZybm`|jAV$u%k2#Gc{<3&C21MIDj4L&snGDJ1U4TCa=T`Zmbt0}{nat9PcTix
z$h1lzlyqEGP(koxA2mosV~!!eO>d;$I48RZ@KFwwqc`A}%8^W)h{Q&O{0ArW=P{xx
z35-$P=`xV_(FPD1Qp7&&Q3%y=G&f5KSM^HiAzWZhRYCp8g~7Nf`_107av?`&sFSvF
zahhj-mw{bpLcl>%qGM!Es8O0`$nGnxUP6sQ)gO{j1^2s*_!f*o;T>K7{I2r5>`OrO
zeC}5R$1r_bT2C?x*S<YN;QjhkpJ#vMSzy}~fL8r3nr%^kK_S@hGKDkEF@zueYB$n)
zTrS^Rl^In=w17GsVs=}}O_h#Tp+l8y&PcOHhw(u}-j*Zw_HSNv;W(A)xH8oSDv9VA
zpt=r@fyAxTh8{(t_<_S>Vg~g~IeL?`5Qb*1F1p2?JBuem0N)o()8Euzo?IdOb#+v$
zXJ2oLWChPdifUcC2<^2jsA0m;7(-b)Oj&|@*A+mQv2Ih6Grei`HM3*ht1?V|-by(N
zeW2bO%Hf%&$lBcw64`@!eA@lldKU03m17V|K|(zA8IRH=^pFnh_amxCT+7sr2B4L(
z{a&cC#{46M3y}0?Pz*h+n=i_=B$G!h^k?xnb3g;k{*5mlyp)2Im0zi#k43p%mV&Tk
z9S&NVghPjz#ej(OtYALaEi=3I^B;*El^FjASakjmX5$s+p0+i`E-U1}eN117qfiCc
z=qlb1+6O-Fel$4-qj_&Hs;9q#%I~-$ifue~j)^lEF0zC+h)27TbYC{z)=SW=e6*>l
zK&!}JP3*x8#@FG54|1G@#+!SF^V?5vKmpS4LEgF`durZ!<kc+4-KFpIdd0mDe)*bN
z;Dvl~3T*b}WdMa0BTM{L5bA;}A>)@1^J(8r%u(b1{H~XbYgEf#s60JR!{`y=-@J$p
zC)p_ChQf2e_7~f|ciQPdigbjs(a!J8x}d|qrz5z|!kE<0Y*^U!nLna^NyvbBNpsmQ
z^7OmR*%~RH_>BhmP~R6&uxF9Y&RckURM~s>v0m~xnbUGiXxh;RZFP5NpjfT|$rwpL
zu)*iZ&W4+~IgbUPNl*OVx_~26Kh?nup#1IR4C>*1=I!tQbbA59xi711i;xniG7R;l
z#FZ;BgIt)pOXEsK+eFADU|}A(&>{L-&N^9j&_Xwp!)w@md#yXxk56h6n&GODfS63l
zr=PQ22nB_VK(aDXC5FG`cjeV*nZakDsV%3@?^(L7@~5<dmEJ^u1E`773(Oi$MKFun
zD*Gaoky`pRiiU@<n#$KOPB6d`S7d-R?yI?YFsd768rH-8>Szh2ky}-4y3q%%5y1qA
zU=4qL4O%3h;&A}Z1AeonNA_V~NOz)A=tfnwd3>$KyA?d?QEg^A(16gCK@+iXG`UZ+
zG_(z3l|tvn(39DT1tudNj7%NW4^L9Hf4BG$rel*^kQxtZOG}Xsoic30b_2f6sUNCZ
z@(egZ$WEDslUI}9-axi@>HkG67K*K1?R1d?^}`+o6ZFI5s+!YrBqni|?B};gIEI0x
z7132T8z{8cxbQx1ky1-+aS=XSoHw>2XyeEXQU0k+EfK0xo@zf?^Z4|-gYmyuvovR@
zp#o9bPf^md#@4tu!?Sr392O<x52=)frGUaz35)m&t@^A&UXI;^Z*M}qsREN=|A8Uo
zh|5cU0yG5`YCpupNAH?gDgCC_Hm5qFPE=~9ZT5fbIK=eu;bb{QkTUb=TzAUSOl`}?
zu;|OF?OyxndV3nTFAbGswka1mVH91@xjU*9r2m-CKG)Ww^PXiLfNdAg=K>Jyzs30>
zy055v?p}38Yh0Ik{g=ZcEn6a?MjSEA^Q%`JVqh);!C`)PJB7;zlW8o1b*FVQ^^p!<
zoTdqkTNFt@;G`MCI6OQ=P8eY6ht6CZ!hgk_@K`DBH$M-EPseB6-A_U0+B_M|Bnj)8
z{~oqcPx?WQ#c#B?G32x!58yQyS$(6EhBU(wDU2Ooc0lb%yQL{jGT)BF&pHrlNQ%TV
zp)|OOU`7Hh+1(U|N-1FVN%YRAWA+Ky?D?%eXJ^0Pf?9gW{T9#qDr6dS*8vjw{nzAB
z!sS)Qk@C3QM|1f0g}S_xWjgJ3DPem5da6Ww=ofA0>9xjDQRLRNG!WR9dT$p`9<`Ui
z%?d<Te2@2W=qv6+3w`6HZt})1uIz2)&G6npr%9!omQ}pxSG#O2OE!b-Dmtu=T$5wv
z&?A43%iZ2f_igua$%I9bL7IK`NzN!p%rp*q%p$c5uWMJ^+xe_+7`W+<D%TCc0YRz0
z%d@XJCesP=q`W&s<BBwQS6r!6HB*_OEul~$${H->P!A!`0*SmC&TjvmdQF}s#PG{E
znBVnpC&rJ7YQ|nAy)$!=k+WcI16qpM!GhvEKCvxt_=zhsdLt!G@6}m5!}LA6_f@vJ
z@@h<ho-2Ak8T%kb$Tqz?K_#0CTz}+TA#<U(;mEH0%BwEm`@w*olNM=TdJWAE3EwNU
z;~!DbKmsk^5xki6DH9or0{<jKJDxoNDmx8Lvf4%N?<DoI4%l2w4~g%Et9ON#%NGB%
zqezwEt2z4^9`Ge{heN;tg07sQJ{)JpcZ*t1(p0^O<|Raoa`z$Jt$R{A1W@Um*0FkM
z>>bfXV?6m)3Q(r6#6Dh{$)F{v%ttsZhAk3mBg(TGzG&gZ_<8eP{-N>92GF(8{qb|Y
zwE!;?Pd|T+4%(l!WP1Ip)?~cF4x(NEC9h;(FZXHGOZQ}4!QFJhXQ32vxR*j9$JKTb
zQfNYg)=*l!D(OxZDLDO1gcAWVK6nO@8ywD)bZ4;bY?)&6QL#Ht)Ea%^z<DR0JCox5
z1v%@05|A@o*8N~F*^EU#__(2%F~!8ntKYq#<FYl-S3})m)JAL5-tsrYVkLurZJu;v
zH)OpUn)#4#!{I{RnXZb8y^0;{6^F{<h(Z5hyg7&1qSt0=xA3Csrn+uN%(p9G3bjF3
zg7OF1&Y6ayx%Ay0!$gxE#$hpgZt!=>L#f-dBr=R#cLVI1xw(<}1xl@W)h(>$G8ZT0
zsb$bJ%q{zh;p0^9WCjbthDH=)rm@qXk&thNW4cwZ4$3u`_K9sbygKU|QzC4e!WjC_
zqY4a;Um}S#7I0HgVG)WbIhp8>v`st>o!BgDr(&L%l0o!tc8V<lSRf<pCV_jVKot%_
z4M{_eO>D7y^eh1Ja|toV1MIgPzlhN0#~OZ?>XIGMGXsd+Y1`?~^6uLr5Mlk_^OC$)
zmLf8ttI>&e&fTr}ZkZ*{>?2p6>exvROWWwgi^b>$@3>QS<5@|*uiMpc@#kZ2iMKD%
zd6YT&7s^;g5a`>*&lKZ5e<{PkH)?qb#Ws2M3@&8$n!7Y04StxzewMg}AKgy4V@Qm|
z<S4iisvhm4D>Ut}xe52|L~3VBbjTT!cCCuAI8e47T6??6Wqo`&0_By&P3RXdFMv8@
zq$P%w=hjgQ=d|~IF3kmgNEtFcP6sI470Y>PW!0Qql%X?!nWO3|CGG)iL$}naH#-_~
zX+F6}`?bu)GuD(dGs+9$kL6zL`$_xJRvwOZxl~{f=gO^ere&w=G7cjMU2J!lt-6>D
z^h*nMX$?fVgC7qgP3qF7cu-`D2>H8uS%h;o(x9rbzYc_QKQcor=E{k%lAI641N_m&
z1dXxN5t<}=d8$v-pbxzhtbrR2sxE9_s2@zcZCB=YPXJYcn<gjefH5WI-Z*6rM}iY&
zhy^3&7_zCU!Y83n*y&v{Kqgb+d7E{{i=%`wXDh!aS#)*uKz-B?IikUXM2k&*XR@aK
zsGw95>wVjS*V2rf>Df=J4Lx+c;01AKy{`KUF<{43ztb!H=)+Wwd!x1e4Z~P)=OjO1
z(oKDcvk}!Ktd}nC+<Pw4DL#UT{6$HRJyvccDHbt5nWF<^)i+cB!lD5r!Yvmp@Cm}H
zgQAteE+m`IvBR`$It(+*aVZ2$`Xl!}av}s+&6_g&Y`bOarVn^45RNoY^E+DO(Oh<(
z4Bfxs;4mMJ^*{*w^OyA`p}OWCO1SMkpfKcU6cM)2UcOE@ptJBRJSSx7qB$fPq>+2;
zwKaQoyzfttMRkgFN3@jsYwalTLpN$@$W?@7y46sDdL;bb4eplF%d5c)3EnZWa~34*
z3u?86co9MPHJ`VLvSuNdfg;8U7JXYA6G$-D!8Tcw^iWtXM*;4^y(bc^*!Tb?tO48o
zunS8=)jQ$~KR4K~Hvm6q?U6xQy<QB(pu7I9NONm7BIi$DO)f@u>{kV*(}lNRc^~CE
z)Vb3lp{yOrD~rQ#{r0K_M_i<>`E`miBr{ljT2if;@j0<@25rX;To1LFcV-2BTEh<Z
z{gz4YxYf>U0da<u^Akv$l8lJ;lkMqdNvq_sv8Y?@)(~TCbm(ct8vjGX>XrV8t3=vA
z?RgZ{Otr_hoNI=boV7v8wi*Ks6>eTHlDQDNCEe6Q@^bB~Pnz6jr527p$67*n-&PGP
zZnvnFF``mUJ)FV150w#}sdl<{Pj}S}kbG(zdQoU5XH0n0%2|%}6f5^x`1c30!UT8Y
zqLibMcx{I>MR@TeT{FJEAE4FH`%&%sOkMQ62e(pt32_ClD7o7#vcog9rx*%CmxgW;
zO)6(;yG@z-Pex;u-dgcb7;yX<a`fN?1B$(SbM(g+XGpYi@ZWO!R1>O3tnl1(ibHFE
z3MOysZ;Rs6KVU=BBO3)R0tg>*ICy4858ppQzqd0W*(GQ%`Z`@yFAKd8%XnS;5;QUs
zb{>WtQNW9M1UbxeAn8Rpb{9SHo#gKWuN{oWu371bvt9d|y~#=!+tV-Wz1g)qj364@
zw@k~-rw(G$k}10#kXy#gC<k#qssi=<)IWv%ae;3`ohLFbd2SF}LZ4}00?T>NxCgqT
zFW27rz4KS2Y3T0PkZ^7-4n6=nO3{&#Pad=>KeQiC#fTl)tgC1kZl#EKNy;>ycL1ul
zm_4rQtkY+ncdL~bY(HkOg`0V_U5`+3@^dVB*S?BWVg0D{RXPkaeWcNKoDwe?U1JX+
z1mfGU55~2GpR|N(V$f~in!~Q@NiHH1w`5V^xdiIRIW$yR-}f?EN)ds&YhuzOa?4C&
zQ11#L44>M7D6v~-LI!K^FHBJhDd!tQahnEa8py6RpQYX2KD^m;ee3Sp7plEIx2p-j
zShqDYfGTCGCuEu0M4GgVjMXC=A4&-9=Gw4jr3$?-r(k96`%q+iMhE4>kP#M%VmBXM
z^Cmh*W22N!=hlq5=%?!r{qXQtUmQphBV>xT`S)`qkL^e&N1Do7#U&k4GTsPw8E!QG
zT<K^da#nRxTQ$OtgdoKk@CvG)orCv_^mW}H!^P7QRTh^(>Z#uCcIHm*8t5!!)gw+2
z#8oNCU;ZutKJ;Gh>OX3vRV34hYc_2PP~mlvUZlap7gft2qtv_zfrXIuY~fSX+~gp1
zkdT4#n?{D+U4+VWln*e0vnwyMt9<&cjHlwXitxW1fVh|5>xG(xEQ7FlVd@wyf;Kpq
zA}MLpn))Mc5H?Pw=~2u+@|;y}685J#?oVq%hUZvW_QvzfdddgJsPzP1Q|%&7JWkg3
zM%#mByZHDI?K-xrHxRE|3wVBlG)n_aQX2JqDrqe&^T~)N4`eT;pcXewpINn^^UC;s
z0eLtN193R;Mbl>_6gL8kmz$(JV4|TowodYX`8Yqr9Z@~*eho(FhC@x7*qYKl>(xy<
zERuMc-e8Br(`!h~`g(~%cP4bne3JA+6V0$};<%RRLK9N+qwt&xY`k)X_j@))LJcU9
zPvalp(8rW+{T3^*n9o8bWhTSkd1#TJ8qKQDd?2FMU+f|CYB(l}t+dFi(nWbh^h9*p
z8WC?v!F%1BU|no&j>B^@O@wI|wLm=!@iT3|4C0g|KgAcJg9R`6fNu!?t&hi%tUb5*
z^#|sC7<{g?CH9`nHx<JCEdgrMh@zR=ou%(v*iZuVEL!1IA<+2Rx3q1tBWU`pW7bP?
z#1|Rt>X{d*v;I#nESz}PRxmp%c9Tl3J!6f@c7}@nw`*A;Ubb_-@sgw(W2jn!dZ{c{
zx@>kI%7|?16w?)7qfcB!=6-fQEW^5|*FpA=Oi+qA3>{s`?ZihU_l)@F=iT`8#U%pQ
zSpE*g0pRr;euzQl*FbPDz}0)B4Ffxby)ZKN{Iv2k84uFq>nNC7;$so`)PN@50`cN~
zIDXY^*G-vG&E=CQvbs`3vn+NEU|#Q{s`pL9^g184Xb=**h3s2Pqmgqve}jjjf9RUf
z3FVg$MPNpM<??^Ny~-mbA3w9^+x)fhagft<8o?1#U}7PZn^p#qi{s=)5pF8|X}9_g
z=9W9gWkNgf^I0XAw+9E)QHaT8L;-_(0OA#8aqS-n5;<eg;mVww+q(6M^-|ZYCMzjZ
z7|dyQznN%vRdAgncQdwMQpQ6NF-ZY(yHiNQbRng0!8g)EwTi*(3h3(!1VDxbCGS<&
zJjUIqh#mfYvRVs9Ky59ja*)Asa$ug`+N|=#d^-n_{7WVu>MY^j9NOzOO-pXzH6v97
zXlDt4BD`nyj!H#*3YE;1*zY<ppbxx8pF-Z}{e2No4Q4DPyAZa5VWGzu1nsOwD#LJj
zW!YI=1mREhl6no2q_OiIozY#x^O6d?n^2Jm34Wi?Kv5aQUKPk_m*h>v7g^Ej)EB5I
z4=}<+h2U!WvvKU0K3WE1O_Lp#G%?i?c=z_jnsWu2h=MKD2vv6tJJl|8IN`0M&u$id
z7<Yde3i#TT1P<*I7P=FC1_kio12GwdWLvS>t#w%f>Us)Q!0i&|Mk?V6C}ueWqMVx-
zl4MIF>Bjw$gzx37`vNPI=Ugb#m{<r@8O2Ni3XAQXA(qkeNgxp@#t2neon8xcI8~S?
zF-9m+!4VHX*#BhZEJIs7W%mvchhHzP`rZnlsgZr@qCkYNKqxk@*iDGP8TGCFJV%@r
z;NgO*+C$FWT3;1(mhFTJkFTH(QjivE$}8gO!&~N)7Sb}I6<KHG@T&%qyK`=0r{K&B
zdq1*K8katzBc)T76JKye%h;i>Bn0G_PS8Vh0J#is=tt=Q;}jsEU99f#$HBg`AeYMr
zPxgJ|Q@8J6FAauVW&>ly$pKd-@32E!iCoonrY6_Eq-?T_muL_<KIe|>wHC(?ma-cn
zdVUzLXR#3ZRrvt`39A2oXahSD^s!H<-dq6M`ki`%Nj((Q(9TcK4bcqQIlr@dh?JZ|
z1+n`n@Z))7N8^rMjm+bJ&bYDK?h&77L431K&Vf<AY<L9aV%1q}*P9HOw=>E>OV5&D
z`ht^}em$}~lgQk1P?DTj?qwlx_+Iin-D#HpSzM5PSX;&|v(YBf#=NHWBd}54geUTw
zz1mq>mVV+p)3|;+K`&9QRR6>NprA`AATEOV!uF7VvzE#Y8c8R}x2sD~Iktx@h*peV
z;E6ijwHdi*xOu;M1o7gtS7>u=jZ_&4n9J0<SLHlhmf=GCj;)&jQbtqjn4I?R(~cuT
z@maI_O=b2EDWhwi_9w*4hI4;TsDgkPkzsrfL-<3D>=M)Hgs?<L0i-)5begfI?$iMF
zskp~?E}}pQK3QvR<n{W;jPbHj-zia2GGb>y(GSo`@%_|<`#NJ*`NA(fqxWQYRJ+l?
zHTIlz^n^Xv#uETn$GK*sdO8W45{bq~Hr-jZx}_KlelC3_$z-N=M_jGio&7hz6cSKM
z3tAAcnCAunvi?(qEaY)sD99sObdE&D-YX;WZpqOgrgiyQq8UZ>RN_O1w_c9k4mYSg
z<hO2pbWmE12L2uMc+jbf18VJ*q_$a}qTj+Y9uQ<UoNV3hzH#M@c0EV&0l_Y{SehDB
zd-K(<Qe|cLcn(@6`W{b0Dd3mVkF8$&HK{7W#ONagQ0?0IB|X!M_Y;?cCc>AtkDxso
ziL=6;*Q2c#Ldz2%TBiAWdfj!u@Cd|u+4xnxw^u&H2mHthE$ZCW9>eW_2X|S)_(Cu3
zSDH39y3D^r)^WKT8OBG@`?~gsQkr?<(iU%{L?b;FywyyKkRFF7P^5+An*GE2xu323
zY>b>e!lJ}6{PaPcXIqX&y8A<LG~9c+vUKQhh$wJS4CTzY-LG;%JLR}@Q^(t1<lKi)
zTto8es1DHLl}5cjVfpwD$Qx5pDPmsR1cyC}Oj-Wi14jle=0_(z!a(FP0k;5(l!44$
zZ2nE`uS1d5(nTn*3J;i6P}m`e<Y<ap{q9%x$M9nLVOKimxziS>3}53sy2bJDM4fH?
zn%^JRUhNMrU7v)Nl5ZEAz0S*HHam~vh)C>mXk^;zNGbt=NdB-70YhGuMIXQRzA}hK
zX2#N0{=#OhLf#jbCf=#Bd-j;?<ku0UrOFw`y2!@wbPjvk-5!{O$crfAZoMU*^*{k;
ztFTN9Qv_Jv#^&xCMWGYYQiJK?&O*?^6t}%}i5+q?PqoET`-x;Ha}A7s4NE0{G3yfQ
z`9cS7M+?EdbDLnuO~s)3)jSaLoDwcA-Oj(CkiU$IpOo!*Cm2^6M#q2_vSYaY0>El{
z%OK><w#m@d6J6C3y-gj?XY)Pl<smg|48)L#T(I(;Ei$^uoAA$wd7oglnYl%|#-k4P
z-&6eEVCf!l&Vbh)frc-!tSIyQ66BtQbMl?{My)WBGcCuqAqc#^XN)QvodW8K01I&s
zM_L<e^ggr&R;42$JiOa82M$TyYq3XQ?~jCcn$@tqUHvIS>W;pRs$Gh`k7f5SK~J4(
zE$vrt@&TE12j483{}S{@!L7(;xG0p|O?~7q)*MO#SKWC~I_?qh#KHga!?XAUDq3%U
zq%wmjtehxP@)Naf5y8!FWL#vA;wca8nPYv8b5l5y2n;&}hkHG0^ZCr|A_Zg!mmn0W
z))7Ra5;ew^J<EMPD{f!p4kzX3V#QF#@(FN#H*woSJ)q#t&w-(H74wtBmGu>5ykj{G
zKFlC1lh8mBbuYoZk#0Yg`71h=iC4ryU}y`Wo#eiQ&0%wH(jY{~dNJmMYlJ~!H#_@+
z{fZh?=xFFnm-^wYJgnXm?c^hosaEg)APE+J+&YqT@rOy}h{u8HiE0ggs)Kv+4%tf@
z{PeiR+dTH79alGX**1ya{ej#D{smNvPZA!eo9VO91sz6m$`RALjf0fe#C|PheN~+2
zmy8ETO>ie+!HBD$WD`r_KW+P&k@D^ArZk04ZV^DjO_&RCsG<r_lHg*!3gSnF$W7Hr
z$&KIa`KY|h0fsXk^HiH~Y`V6~ZXU#3<;4e;l?dr$zR5tzbopuYB3-$@E>6QnbH-iW
zZ|V5{Rh1T){<Yu+a_a)>P3e^iIoHztYOA@<4nd@4(37LMRl}$WBVt(|Or{gL#!!})
zO|tC0ZFGBfX1JNFhKRL+u2fVoJ+FU#c8o-`83&vlP0Z<q?)v?h1P{5a%FN~2Nc+7j
z4x4t4jIJ$}S+hxa+AxjvgDd(-BTzgQq)x-t>u_C;=<jRwx)!NE^+MVuiMWfCH=LB;
z=i18;If`*05M*cW7JYNA*V1H&T=9+Rig3hG{7lcuN__E7-)>Dkj-m!k2dcSDk)OoA
zSx&v|-|gKf{R_oJa3WLO55NS8SYXvM?NVl{9WI!UgW@KY*_F2nJBjPk-OeR>l9Q~k
zf-?qsrN4=?ZNePJ;uqDEuKieIy|8=bi09h=grd^+W4l#>A)87BrjQ{Q$NZ^n9;^oM
zBo4N{`t<gLPT;rQlVf>U@lg*AnQVB6e^XpVWZSD!R(S0`JheV7n*qwHk=w_o6hwA)
z7bCt*DfIZBTu0#!(+A#0U{#7cE^zYEB3MLg*8i{qc-|t|V1c^+{gpf=ahd%5Ky=YY
z3sV~2$H<a=M&#5_`C@^oS{R#;^ZaIDxlbGn5?a)zG1!MFbl*{R|NQ$HSuN)!_b_4&
zy9e2qRPygGJ_FEO^=Dw$l_DLyo8D2$hPB~#V4;#xOhoaJ1aW2m-}TFtql)vOM9v$R
zvj_4EG3ll(a`_*JnKstvyw%mjJ0k{E`RoLPrL6VoZhQvd8|MBNTbmRfX*-mTv<Dv|
zcI;TyOa7fCt8xP#MmL#BcHy!4UZryfxf0l?X8;iKCpk85&=@fG7qe*kts>X1VhtkB
zTh!>z5>(t#$5n{e*QCwpc80xnM07ZEbAcb8!t>4E50&3cg%W>r$F-Nxkh$xy37bAo
zwl!xo3qL<bMuc9~@1n7V$LCq4zAF{n4@XI7l=fYd0?HK&KPy_fa3!oAQHUbQeIY_5
zr8%d>9J7)4B)UkZ?C_3E{Nlqbccy5}R<G&GIQ#A?NkS>J&1zKFJd!Hvh10yWYQbBY
z=87R@A94D4))(CVloOJl@@+Z}F?xU=K5F!Ryx$L0B+J>LjAT@u?%EF#@b~fA=+^og
zT!A~NB7QT&eY2sCt^`5>sJC>l=d#eutE5!8&ND!@Uo>imUG}m#Jj}fB*V_-_cESTR
zq6<@B+GGneL93(IZ3o<8sd16sYl}il;&GyCt^`9Dtjl6K$zJ5!L6~-eoOT~^8=DM_
z`?>sbNH1(iLoDaTXF~loAE|riaN(%iOo?V1XUCBSMjDs>i(4c(jGV5+8QbmqN?fgB
zwDzTTlcCzT%;bK88FPxFQ6H{`FQSm}uG5=uzXLvn5s4Q(t%~OcP9=zZmelc%8hF5z
zQ^j7|72oGPTm;^1Mu78N5;}S6Nv~xn5P<Jzi|&ap7@nY8yn?ydB0Ytc<Ci`padMGz
z4pdoZfXx>+v?(%PO{x+M@)Efb0FLQ9R}#7T-!+^W-FBuQ0{cic37cjrWh+Jz>Uc&9
z<sY=+H7F&-nIwCQ1q)*deJfEwM)Cez`%7{bY~iz8okRCI1AZwIsf=YUS1HwW3RPVt
zfa*S+fmd~G^>{FgI$Zk<?`QA6P)b=)muEt(hPv}!Bx?dNiv(#~VgA*6okg3-hpRIP
znr7Iw3X_&jY*UKzHOnpFiO?i?C$W9p?%5~5fZns4_0?0i*_#_7%vVMWOL?%@D{)%b
z<ZK0-q^$C`+SGMr_iM;sjU+$sX0_@)uu$GMlf$r-*c*@$rLw7$wlsVmdnVzSW<Jy&
z76E?T{sR?{Gw*gr%|G9^%=su5hEIv?LN4bX4|~Jirv0<y<qhz&W4y{cY<#^|cd%Ss
zzyY+}xHxn7UdPF(9uHGp&k8-@xiB8~#ROIA9mg4vcdYG<#`IAs#U^(Wu|qdy|4K+>
zQ)<O%t?$+HSb+PeS69r*1^y^yeF;gw_^?xn8lE|+4T5Fcl*T;pL{3?UP7gde;cqgj
z&6=X?69nAW8^{ONZ>~*6?qQ7L>__%n5RrpKsK?-_qKL)F{Svn?LNK{r1P-jelH;`8
z3bm}$Gx_9*7YyaA^er<eQH=%{T~x%s%)Y!&&q<Ox(lyo3CB7i<-#EH6fa&3M^Hx?E
zcZPj<rUQtu!AnSetmUwn5<H0Ea=JG&%kjGqubm`x>|m>LOey~P=eQ?zmJB*v+~@R+
z&jMeQzH6z-R(16I%UGP(y5Gic&%i@~5guYA>L7;yk$f0ji&n<xHwOIMf<+1`@^$P1
z$tGRTX#knQakxQlJ_I84^6Jin@MMwDzgA97SGfwD2@U$Ss?EE~=&*K5T<U4J-UmJE
z?fYP3|C?C3?qD@CQ)|DP^J2L|Jlz2}HKZqZnXgI>Tqa=%2wJNMuOAtwjH3~a1yA_3
z_ZjnzDIh>B_RZZLR=5L|H}v*rpkNTP!s_3-;kFzh>|Xxg#DT8|_EXb!UlbfLgJqlT
zbBEqWVW_-_Wva6|>41Qd#$Jaxi#O7rX#P1&tDy)f<RM`i?DEa&hxiKz3Q?>!@OghM
zfuB|zuqew~X1b0;9HM%pv95bTm#uXIjX8EY8}PYz9C}3lf7pAgu(+D7YZM41IKc@)
z8+UhicPF@OaJS&@u8q4}aCZ;xF2UU;fA4+vcXlq`{70U1?sC=L>*-aiR#nY8N7Wov
z<JwUA`dLNv1s?3=Q?^?yka^%B&rRf~tgH9Oo&C|#^ly&60ufnYiR?;v?bi$Mu>tSb
znYQ&w@MLmW_E&JS^B;A*S+m+7)P%u42`U7ry@tefqImEyvny*IGO06kkC(vAZW^|`
zjk9Hp6^j(5b5di)KA<fo2H<;Orcl~>f&a+q^A&@;ZXiyi|5P@nP(<<d+9>W4q!>n|
zGp||}^F0*D<_h-xBdk?<GZEIP$i9bP{Wz|*l>QY)RpAI^#`{lJnSkjXnCTsg8x{Ee
zcxDl-rpmqNu1t+f4ov&%)MfHK_`oX0?HqyNbl!3Zf<%AopmQg0ikNTsMH;kwT`yhX
zJ-9pjh9@%IB8t8t9Op;I>p9yDg-XVO&V<Lqs6X5x*;Qqs2kVSCc|s(sTh2bARC71F
zA$4+lTltB%MfMI6>Y5Rmc&o4?{4^F2zw(P9SV05GolgoCVh3Wm-I=t5Wr0n%g%Z+T
z4Qo4)L`d6SR=@8`o^PLNyMA$~UpIWx_Ca7El~kNaD7uzKc9+osAg3HDgRjD<a{P4P
zWqN6Q-{|5k4k-vmtR`F!Bu3&;dNS)_P+uX%NBzY}k7=G{Hfy!`CLxe6O!5&0#&ia^
zy=yZbi_}Y2=xxaUSCn0GU#xcuQVU)j(bv=ocjB4r?vQ&u<?SJDEDp<t4|%K~tMl>G
zzwUeA&QzUA!|;fD7EY?b^SEa0;ao?|wrz+6h)_)&)X2anu6h7}3{c&JmVc_$3+5H}
zz{<9HWSL#$czQ2}3+M@zYNh4brF;=#Wbo0~?*ZI)7-U>^BMSBsYgVS?bIC0FV1xF)
zzUR1?FQTIA;`p~b3L^#NM-w+NveP~&yLV1lERQopGKd4#2q~jptbrGhp-velUaoyb
zKYhI{Le>v`WQmMVM)ZjwKc??>RGpcUOne~XrNHzhqq|Z@6RqWV^X0h>L{CKt#p2v{
z+E89VD}M2uKL7e0OYkv_QrAc|-BIwcF9{Ev-Zp7npJm4|t4qU!sY<@GueW_lE<Im~
zQeF!OB2j0G&V3$;#u>C+hoVnB01PFr?Daed$gq97%R!h)KkPWHY4&K`F2p4LCKvS}
zNN7LLd0sdm3XJcV93xU7X~XIL+L5WfV-<aXk023N%Q#n;k*h1RsAPaj*q0T|#^u#9
z>sn5<_i6h634;!588JR1`)Z+7@3VMSU6%kN;l}KDqXbyVBCQepvaL`l{zk1;ZmM|^
zfmXN6Z*zCOO$>TF-KOiYWZVjSMDWkPhRqL)A<2U2_x$X_d)n|1^8)h@vk9>uIQEMO
z;*E|O>=n95hDw}VGkQq$;HXT7d%BXO+qL+x+&-Mp@O&E92dPiMjG2zuWmH1hz6!M)
z*<9(bw*`N>BM34&;K(o1;s^_XP!BwQ_>yFb+RH=d@oO-YzidOc`OU#oGCC$Drq@>X
zZQv72Qy5?Rf)N?|OgcH{e0%*;a={wP@Cn+vKnwK&LbslwW37)2!1zv=s5vN>3x-tx
zBBexf{wjKt$J@{YwAgFY=(Yx<g~4*Qj?Bl!c3J;%*5-{tX5>de0uivU`>CJK`*KwG
zZCWHIm5v(s61>Sywf8ydQ-i+hyf6hI1Jf=2nG9~2bwB-rm-a?#*vA9rkg~cEY)oWY
z&pks*G|OP$ju?TCa7kD9`X&Wc78b!sI=!uhvCYIoffL*<3CaDsuSaA$70R!o<ftSS
z(O<E(GSs^L-k@;Ff4d#kgL4S}Nz>+XJK6i=dretP+$Iz;dN^n;U1Q-cx%qmt@7b$|
zt;ews0x~<5GQPf%kMD?hZw(?fGII+#wq}(Zq~a$gWUh}kn5#Oj@h<iH@`OEcSD{H?
zsY&c(pDE-YmY^FFHHE*Rq)6_;Hxj*lyIgq<1GC16KQ8sgR=V|ao(>E!i=b3`S%QI)
zYIH-^3^HF{>iK>=O?udrXWiS2nd<6=IfNB<^?4kSYB4tI=+%xPUArGOfQ^H4Z?NJc
zyo0z>M6HGdHK3;K7rPuftE>!k3+LP9lvZhA_TGS^gd1?5=j)(d7|9oX!TW`QWc1YA
zB)2fkMhV%4m2B>g(`Ii<9FIsEGpuJlBDVOUt(*0%GSHc9dKm$f3P#2w>iC3PiSL=Y
zh*$NUf0W(!hs)UDV0y2@;jI1-zJR!?S;WlByMs`XfRnxiODcZ!%GLU<i}fluj2?tM
zt2VqiCe!N;t9-AIy@H0iqwNvj?s{Zi4;X5i`Qsv*0WqTAE-cUAk|NsRb}iFxop_Mg
zHpj-Dg-PH_nM^c-(KAOCz<@R#{bcm>h`YGJE5M}q6V>>0ft}CN1k2uxOF>Iv-oS{0
z6_9X%=j*Np1!m2T3hkDNX5vHV%bkzoF2&@)!*{Mj@5b1jqGb>URTQ%+_2|P#uvHn|
zsZdbAoJ^=X%H{NTC`k0Y@~d&)hDUc-N!ajgO5H2M3wr+U-Z#^z5Gu?#C_nLe`~HL_
z?nY0@f_T+V&cun0VXPDHh_M52$lJ)xJ@u!Ga-P)*cNGc%?el0TWf9__`Aj2<42d|T
z-9r)GF=#7Gq7>UJB*2@>Y(c&Vc27Jn(~{eiLzFVYZPZ^*S|9@Iv9K_Z8M8T+awW;)
zt+1;~t@&`FoH)I%z!gy4&lii+OYV97&`yscO(uv%%Nl)wXOXyztN(*7G<i#s;*z|A
zooBtAEN@kMgvHxodx%8(=Thh;ePa^YH}3ako}}L_=NH5wO579qC~Cl_N3D19GCJl%
zf`!`e;ScEq<s<K@hJqv7Qa62_XSm<!X$K)_U)$nMzQ%>XG+9D}R{!zG({DWVK1S@1
z;IA&Xaef~^UMRK<V-)jr!%Ks4wco*G=u`TN#@s9yONO?^*EIcn6NVj->)v-Py&QRr
z^|FLGV#9Vh1@?iSEZ#V-t{ntYI^8kYLiiAb`;Yu(VKy%GX_G3Z7<WF8lNa5c*ndcd
z)bp2H@E+Nfxi&G#H7IOLLQc2K5C@<!#j&G{8ZiMo_B-TJCE5t;7CyaVG0a+?h>^H*
zFzXiMnHD9bMoRt+L5g^YF~tDP=f`(}cu%p=6h!ONWQd)3qnQz|xJU3w-<g)cQLn^`
zaUEXoo3PaO&^R*@5mH>|P(%ycR=1LF2<gkTtdxGD{qSaRq-f#tHt23VbL6`&CgOb<
zWoudB%W>Qv5G?Z)p7uNl9M9U;=Emg*PvUCZrVTZ8MO9PUBH1t0svFh>6eyt#+aWuE
zjgmgAHlYppF*_opundXlE0Dq&@Iu94y)2hMCxnX{q>Etze_ix7fSH^Vi;0=Zg9U`w
z>i}ukOt|u2qdT|5iej5gf{_zPJ~4h!7VSz014H2&&@kG?Yqe;EsRaV;39ZbI*+o<0
zkgv!zhp(=PH{n?~>8qX99oB^W*iY;6mmPMs(=n|Rnwa&(&O|-;pUqZvEsfY%s(7Gh
z9Fk8G827%~HOr>zq+GV>m|aq)dmouR!>xJFqk>x}y_YW;ZCI-gu`|(-irP5Kf94RY
zbf!#MhnZt4it1!U{$&ex;H0#Ssv-`_YZzrJ#p;=U92i(NB1H3Jz<YdKKq|h)xelXc
zN#^r@r@3ljAvS)jt?zIIG1$w=2rl1JjJWGUsGUGKqKvG++6B~1hZO4G&$Be+!_nhj
zBD{A+^3aL_F&t?M=xx=e9lx&meqDFIjCMZMN4P>j;LmZ0z9?^^aSkv=M0KJV_0<u%
z3{s{zE`l^t0+VOQP+BV=zCp;dhHog*8GF+(d#=LEJ(cTOHCFi49CA}`1jN?#$Wo7?
zEGW|{+J%}@fVlcW>CI9}bb@TC2gnTYk{Thl?imr1^KmFC)MqjoAGA<XT8IUcKEd<(
z6V@eJh9?IoT$mCM)5d~Pj+tW?xh%62jBjik6&32~&y4I0;@k5a3jo=~+J^f1JOpA4
zqL5EHCKaGK@=#kdNWM8&Qx#Y_)7pz=fCqbVytfvW)^|j3=rd33(nov-yK$ZR+NB>@
zK4S^uqnWQ05Gd<Bpsc@4ng<v~rSGS)@ucswoH_8aS)50@3cLqT3LJTWBkQ2nRhjbY
zEZqdxwj1@I&Ud9(!yGBhh8PWT0q5_(LfsGd0f55L3J-DdT4DxnIVZzl8^zmK=aD>y
ziJ#f<PcaCYEvqnO*3}3OCq;bP9W9~N&Z6D6bAd%48HJc6RW5;ocEa1ph1}_2h25(X
z^o@3u@5!vaWG)#uDBhKRsU7eMIJZm|Q=ei~fXUu-6y9FFnE}nI0{|A2*+V4LE;T>%
z`yyS__({b3e%-fd%^=(dRxpFw$E>2)HQg)B77oEW#b`tbMm5#N_g)|eykLrTQn1Vr
zKUifq1kfyx{9HxEt1_Xk5I6>*0ym?%ozMWZtxIXhwb@k|rq*TZSO54$x3-5$X-x5+
z7*SM6o@kLnLS^TqbzhAb9#%TaFT>G*Mk|fg8ZH@<i1K9^#k429n;CA3dceyX3%oP7
zsoI2?(AkKahPq)hReZ!^?uMWfJUFvj7H~(v&)KtsB0<B*9Pd{I2@L(@Hypx(yi5QO
z%A!1e<}xtD`npdiqUH>9$WnBElyVZ6eW4yC;b25O{<*$?SdB#zK$*fULe)m3$)+J&
z51Iih_)kT2`x^?zxlSA`?6bT=(S;kfg&|N;V?Ml}%a2B?YI7wFB6(mI2?ei7evgHA
zO91N&SoTIE8T)`u|3!CRP$6XaY$el<?|Nu%La{G>H)H$Pa^^<+VZMI|7_S-NG>Cf$
zgRtj2^=jR!nD}QaA$nZvL$A>~4&p_OAEHuiS0yr2({)?KXLg!7A^THhq9~S;0Rjxw
zpp9bb05tei<9Q-?%Ii$e{)bs3zNOwm`T#P@Q_-1X4O@pTOJzSVlT({#vz6j;D;&2a
zU7~pJnp90KC&fa8y!WDQy*^@XaJnTQq)(dJwm)@}_27ky*8(Y@9TC=lRtt{88KABc
zc+xO`)HIXR7{QI>=M9X49R2~Nhu%+wtS*Zh)Eg85M*cqL>2`#9z7{2DG9g_CZq^R+
zqTF3szOQ$ExGW}2%&5z=I$<4vX>^*b+{T3dRjTfq$5HUxFnDLrly@|ow0IgKYPlo6
z9}E|3H@V<*-R4ddJ@?mMe{pUSl)fbFpMIuFQk@}vtc6WGH*nmY9O{1VQLgAU#CyVP
z$hPzxi~!7eBQmicuvv6+mvHL(*{XgNtpQ=g&ZONI;sVZu8(lpni+jk(BMh^~+yaH3
zUnzk+tR7SKailR!8!Kj^s(`x$Ul=EhGo2B!>&8yS!Ri(q)GWS+J<qJ(=E;mn{AgEK
zMsjiXY7IgJhFOK(;1|3pH_9f8GS^a9d*$$?cV+}4c=PJeA_8d5>BDEY-vjykH(t_q
zX9@26bn(q08AE8)eOW_%?YGiZPX+ndUX9-QKdrq{S7d%T4L!@L0RynpG8fJdu#MF>
z3+8B$GJTe)@7bSTufuRZ5LAXCjU9@T>Fb!dk7zWj9Yp5!!$=GfhWuVCESP8_;E#ff
zikDEzTH{b<XTj94iODz>E?X-~DC5AC$u3OJx!nyqe3?-Gwu8(Pc?%meCm}ChOWoR&
zHOEM3Qzj>IEKTK3B|~c^yS#3yvfy0pxkM(Y>PfTbg2iAFhs2;`hDX0CsR0`%+gWjA
z;iEU|yPc9+_u+6E^b)#WudA^96>4SM;YvvH`5c!FQp;|#jj2$$(S~$CeK9|2<87^j
zR@uukYrkFW4}E#eW_mv#9BH`kmF!FihfQLnxA9!Au_bCvG>F|wW53a|KoRjE#fA1M
zMFt#qP{Q(Cv@N~|k9K8^HuQrOnWN@bCsh;O1#mS>#}I;HFwiIN%W$iI@S%yv=?89;
zmVC=N=Ffz*mc4fO+)s&;+TtHXBONN9fn8=xS1Ug85cZok5_8QF0OiF;f+y-SEc{4b
zNxZ>7NX%C+ZyX&wzKkPJDo+-4E1A>h^x5VB&ZG_aBP>S)hYI%9RyIj-8^ohZ0w;|q
z@BIqx>P=^fLU4!A7Hpt>l|ORiF%g>f>Gmt+W>&IMy{YFk*JJf8`VaKcdxc3kG#`?E
zw(14oS~p*?JT1va+~_-DM5+9;O9`an=#@Jn6gNSY=(!M2q8$w^HtM7B`uI&uo(Cl-
zZ)R3vq^i+PGWuuvBU@R9`MWer6td-SCUs)dKNvn+=5A}|F_4HoQ$>7`i_(<NL}RLl
z;?Uh4zb_8Jgp^<GYIRoSoidJ+)-dc0G-)Fv50P+VeWSiXUxywoujRUj#RU(BhXgch
zQB__jZc|iyN`UrbDd~*B@CVfH^tZf^L3vg_8^R4WOzl~~-K9$5P!kt$)n^yeGR<+R
zYXtwa&2ZOTt>vLbpQ~taV>qakbsC0@A^2@pWPa<LruwH#2q}>OTmeJ{jfw4k+%t%0
z78K-Vy*lxzB{CLev@Bg~sX>tek=)CfX9_WQAjRo^Nf&_V=7Rma@csVgi_z6dhzA`U
z_=g@2NfJsEDAN7S3`pZ-NQW&Z`492@UUhEqL`3wn(c1wQ_K;3~897hGL5%W#fnQnA
z#}n|Gt1M6=Q_wl;auZ#3cbzH=+}am*I9zjRtO~lvUX}!`RI$Pb^r^|M;Pz4)Hj_HY
zMc!$XYyLbb`Dv%tSX4{U(7o@G{qN3&1J7WqsQ)HgHCx=kDnLd(&2D{%)ANG`x73<N
zBn>T4N8-MRlWO7XHWI|j%wCypEbOnc7i5Gdf`~TNn>PLE%sUVHI_WUjUbQU|Dl2g;
zi0aO=OJV#zYI`}iMk>D(J4wG&jutVP{+VX2oS~3=rR|dtxtNGSf(5_m254CsZMSJn
z`Y*$C53q#x@3-)CE;wUU62Yp5R3arO4JF?3Mu-KXG=3n#^OAc0K6L@p=AD>E?^g{g
zIqoiRmi|iV>PiVn^&@M_4>IRPeP>&U!l^gKGg^)r1V-$AyAFmTYB7#kv4d!)n6AW|
zHe5nEH8#eWz67p46oc#&L#c70$hp_!pM6m_$Ym#3M6ln%qeULJlzAOQPp{SLr2RZW
zv|0miD_S1<!h+($&IyPWLG{g&_Z52Vj$0~%)H0RnD7e&+stN?7w#|`t(?Ygk4a~<%
zFceUQmJ5}~I2zLAj|%E@O-mk>KNhE7k||!2XpbWxI;*DZ*)P6HP25IK{K|tZ@R?NB
z4CI>QF0po>bVlye*i7<Zwo+p92S^Q`sWO6Ir&~Mkbj}NbR@E}m%qLSSkzqzg@@0+l
zxeYxCY!&{wzEO4_%JdKKDmI1I<s|BGOU2N>XKOR9ac$s0-1qs&KHhlzWJs)*v3Q3O
z==AD1_}csuV80kLotm%U-PU9AS}aD58NZGU3wcMKZhc|z6r^yzn4Sn?wLERcQqK#U
zO|no{q!oYUMTy<U3sE?4^C`&O87eaCryhqTvP5zxqqR!mJk%H&i_!w16>{5Uqw{L(
zssKzwL%vwu#oJxLzT13HE0JRZK;uA%5_BXW$qL+GmZLC6J_|Iez*ueo=F9Og?ikq(
zC4==z=)Dqyaq;8=2HeHkX8SfxEc(2u7i?$=dXo$MP69O9^T<!cjtVmRtGF(?KIwo9
z+f&KL+h@$fiB&esj@&^{ra9IUI&K5z4$ume5^TFxQyVZ8)n}0>MF=ySnZA<1V~P>O
z5CIKP^GDXXn_%}FRyr)%koT<>z(8vyR|WyejGtEY*^9uO58;60<l`$5jC)Yj;b2f(
zAI3+u)g-xdvS4Zl3daSwOtGZXgB=Khe~Ddh3z^tqVY%tkh+v-jCm33I4~W2~-2^I(
z)_!E=o!swtAh;lR{dg<VwPWCK3rLXK*ml6S>F2QoAB2_f9~U`W{1~?0C(~(Lp@Ac=
ze3!L7E`9%$E|k4Hd+v&k0M7@51`+V0K6_^sED9e>X0eHyS$UioN~bK%#E7LM5+K2&
zDrS2Vk|;h+5fbc;nEGDe(}bR1YMV6{4CwR_TNiA7ykWJ@Fi9>`<{0S6`Fj}}Qp(F+
zn(Rax18=BgJhU9voX8fI@kHs!&sdTUusdiO%VUAS(s&x-bw=T0(?A)FecieOqQFu}
z?eUOc{T`FL0c|O<MHQq#6Wwh=nTvi^y9$c_4?Xv=G_o<ZN#<qF$T4VXmQr>^)v1=0
z$H?#9nD;{URojbnSnJELAs{k(R;_v}-6}(tuR~Un!V}8jC&h2AP?3a4<tn}7JtR~(
zN$!b)aF|@x&>n)pN&>kAVbQkSIAsCSB!dq}2hytz&j@+3tvh5G%7oYLRpv?qP=;GV
z?leXp!D_)FOBnzu^cn%(OkT0Vq^&(Vsf;Ok2~QJ5?r|tOLZ>3N;%Vb{CJRNiOf|+B
z8|4oy;yI)y8gMA6%qCdsZ{fDA=l%)tu6!C_pSILRnYdNJQyBYCS#93L`*9n0MfmB>
zb!s%WD6x9ySW6O=(!Qbgd1BOSN&h4rI`iOe3Z;QSUz2b6hH+?S;c;0(B)=?Xd%@Hu
z>0#1nVBW$zMq%n6+i_fEtvVE>kP@McoN+ONjOmnz^?-9LL?iX?>BuC(RMst1+$SYW
z)fPGWzQ>IF8sN(VZ9bCiy2&J^)s!3AJ(3Nn9N<Sh!c3MbNu_LKF;RcQDfmNh_oYib
zKyAz~`Q-TF^{f-lPZUkP-91Tf%WgN7`ov|?j?e_Oj0?2_u@WAdZ@E&Ars<l69*qqH
zLjb@;2lqvRWQX!Yf81_o{27~?x#gXCKC?h*W=Hd2*cPOB%cZT0Y8s%S6NQ8CBl85a
ziPsC24G6)#+GSG4L@_GeC0^)~BwWlecw>)vS=Q4G{P1DnJwY1|lVbsxpdm&rBB{$q
z;&2pp-IX>8$wLQ6bC+rkJK8F(Hn#5EQ#6KK;yv2sNcvY2Sw5({VSaN)S8JVu=Hx4$
z(SD^f3i8p~q-^Gywo3E`FS7%lr_Cc7a7VrCp}q^ZmTlH(j;{Q|mx;RwL|rGt!sdky
zatP~53jzbvMr<8*>{q(hQf|VO$x4eVo*z5`Hw20zccy$g!RADSq4B#W0ykuu`T!#=
z5!&3bNP*`YPRz&=?=r$zC2TVk^8p-=uR)IgI>IR#x9wd*8%jEBg1H={S6z^`(Lpt9
zC+jPk0rojG2A|bCn;`7Y5#l%LX-)%cY?spsG-pm}b>ZR}-!9pGDLC9!M0zipEEu8~
zQM>{^1)lxZTG&ZI`f$|oP<C1=oPUK$dy}igL!yGGcJhZ~TzR$A?bu^iwFcQa(n=$8
z_n6XHX~?KzNTx%`-l;?JHdHbaUf4({SOz&<bceLDen(FKVJB|{UYLO$<IQ$H=|Fh;
zA7=W3vRXL|%(WH=GNf!J%hI8#6%o+Xfmv=O;ZYAn-Km*HCVtlIRLl3Gi3CjBGi`Vg
z)#6Mz57O6-&4M-qLN)`w6!rz4Bv&qZNpuvuo)BdjBsykK=Q_*8PCsUA;t_9$l=<dI
zBHyv;k~tbvz^Nr&^_y$B{~Yjsg(0x5Hzmhj3Wd)#XzhX~2x5=t?O&<9$p!+NLvY8%
zC?zXr@R4Q$Vp-uQoeUs9PV#)ND25F@Wg{{dr$tc_lEfS(KR`e+lD1?J9L(GoycG`+
zuk3eXYS*%kU_TaM?cZ0b^{N}H5#X$GV_`p^ZKCJ=K*B3lT~4z&@inoB8(3{9GurIT
z)LloXL7^55mEj-u372A`yt4;xlK+Uzqa4zoa2l!907Fq0SAYc@#g`|0l%ZC(mv(?=
zLHp9_l^PoYdR%h`BVnVQblt&9xFg>HC|0@0t}%O@%C%tp(E8I6O%R=P4_Gd^o!VUw
zixoo8dEecAi_MQ%mcu|ylOj!OC}q;kLt1Cvtx<8>HX;ri`CZTp^&mAnY|)1}1p{=Z
zj@nf#5qCEn-EJ^PX#&_)gW@1R2(HgaMFy{1xJ#Q}5=HC*$n^b4!Su)W+fi7KikQzK
z=s~BqakI9vilc&bMO=T~1(}WE+&`^|5Zuam;4y|EeY$}TB6in}S7a4#Z+@{*0n|$e
zKeu~l%t{h3NT4B%Wt+xF+4+9=B#Br!dpzsBA%#|L8LrCBBs9nHqM>V#e*=hND{X%a
z@f(i;xkF|75tsl1=m?qAr-&9(jU+=>Bw3|}<9%L{INTh@bUdHfoCSYjUmlz_CA~8X
z-L%{=M6$r4p_{9wDPOcV8b|p+q1{V%7ASS#Jos97<?KzMkYTf%!(|rO1>ttaj7Xal
zy%=1IQNIVuxt`4FI<X40DrYDe=*Wv4)VdrcZU5I|Cpdj1<`ceBTgZ54DKOq%YfJ=E
zf}d0NpQ-kdr9k!E@NPjZjD2dOe-A5Kdy%t~eNe#dZIn>;7+STPC;|JiTQ5-XAR%jC
z#%-mI4wp-{_S&*>P3q%Uo7^?|&pPyc5b?DaCfB_2S97j}k*~v*3+rBPaL{Vu)+zww
zEAs*w#k4YLFi6I^E!%hA&CsQ+dL@~+<SFUYUh*@fO_&>;5GA#hbgjAEZX2me@O+^#
z%K<glGctTj*}9A;F(Y-z8Fxf?SBm2t*<1j^p}8=4_X_0ZO=D5NF^7g66Y<Dk3Z7#B
z=^^ZE0dXe5E%bsg2Vv<#)%2h5f_Ham<Df-O>r%^e+`-bRIVTMC-+OAYy$J<_$58_$
ztJ~FnDnIh8xH8!lv*u&8R1)c?TE@~rC1Mt7XyG4^(t$SBla;B0j=`L-U#|)c=hk5A
z@8(gI5nW0OwUyCw&YAJo+$G!6KzE1@-tu#c-x8yrqJoHMTe3vRUSBz69I+6%q@R<f
zKoT9VVpw^9Im`3O?OPpf){?&8xR{?<V)p~ssi;}>;<6UFR@&j}Qrlz^cVr!1T-hs{
zGHlXFp<-+{rv)s`m1IQv>8ET@)hEQCJ&Jf=#)WROx+^%&`q?7+Ei&)Q;R}Uk;I>lk
z#IUF$GJ*P42<8~iLWcPU2ao!kL@;xC=qJo^%!TxfxB<Rn4kXn?#FsIQ5Lj8dgH!3~
z(pKiXBYDLsk#-B{i);mNM`u}H16xaT!j&j?4Q{Kc7mZV3$j-H!B2Y>{dsYNn4Fx&^
zzix}5GZNG?qHWtfWloVal+;sqHdBt$LVEVafK{&de+*j5e!9MKWjg*4fnxho`Vi~-
ziZ?V_^#NNgNLR|14vPzQY_}0os58AAXFXg98ch1wP&zAVl$II_*?+7fw2rxId<EsZ
z8$KC(&Y6>ekd!Z!?YuBcx>^SQ&yuE;yFfMN_y)9EJiX6wyuH&9ST}vcf(15Vw#{}(
zEzvdgQ>XoM?|eNV;nYmIaPnUT*Ee2#;?PB94!IzMs|K@4QY3CI>|y94MExEKeP}%!
zb54-u`f`F1cpf+dy_tgW24{3p)dK*L@W2rDo9+c6pQjThOeQ;LlX=CVr~JI8i%*cQ
zHEB?obL~AVD6OvGuea4k>2rDkBNP6DeBv~Pp3^l4YFQ}NSkx56@7>xtmUDrDE+&~q
zQu#Uw3IOTt;295Zn|ZI?OBFwg@6jl2huU*~Lgv&}y_&i0=0{DbnV=0w=R6r6CUDCi
zW+^U_QR<J6L$=lzh)V6>0(pSq&1WcbE2Sp}TCf`TIBu-YY09T#ckl-@{%oP{s4Yv_
z=LY6VE8#$R2$IE<sdT_aU>)7B=V`(!Dr<F7p81!-Y}{BqQp<UjD9Dfd_e?cw@Dvaa
zpR&lR-vRsfuaB338f13Bc}L}JydAd}&bm!w*;Jt?i2VSxYO$OujXEFK8z;`lL5zeM
z>Lj3sZe!<*4Vb<pV1E2DOD{}i#I&x68e?&bEkmNVAU-^`!`jJR<|Xa6oohpvzQJ>{
z;rZS|fj(W+nU~(_wFDf;`igXdEhor%Bq3(8o)>kFN~UASlUnZC`}N!9x0nxsgF}g1
z)88K~0QWdDTr7JU^6L5}a`hS12=0$gwF!gyFAS@dx1gCBCj<zY*s|P^8zS!~mUiC8
z;tiWZd&Yz{Aaz|C5$nIbNZUr15+?4}y!gg&$C;+q#_hj2*6I5U@Dc^Tn%L<*OVG_A
zW2)LcS73K~AIj05SP{#aXd9VWRPp-kIJUTYW`2NsBQp%C%I9uQI36x0ow$vcJ)irD
zM}QB#-yXZ_s7-Hbaqs8j`K!=tiboa!)N>-w?J(=`bP5bCOs7uTtDbkM>G!o?F~IL+
z#AamkXx!=BBxc{WSn7=N#`m8+auCQzHFwoam)AGD#ExHI%Js0w^gnE2Uq`dBdEUC_
zGYPf0y$&ZJVM^oxXLjzl%yM1MpTbIuv*1kzHuAMrubr;nJZ-UGY~g1{1;}&{suos(
zj_x)q5qtwhtu9awll|?_Y6}o4Z09@=yRYU)sk0q6#eqCR_FlWk6Y(WHi>%tj$DR|<
zlkA*#OpKvhPn!cTw?~%(UC%R<pM3pICVgIyvez7WxXg5P*?ewYv0lL2w6vS9dw1<;
zZg2O4{hQOC#xkP=?QYpMn5(L|`1UWmmDDiL#<1MI)*ib~()qM2ny>ej&X;XxL}oZ>
zE7Ldjj#J0gFm-v1^*w3m*iLb>_l}(on9NSHM6#i^C}z3Vu6wm+&;7&kN#lT7$sb~#
z4vUg)7~M0RykEQRe<?s+JJorUvUqe<&H&>Y*uY;XNLrhzA;P-=)zE)G{x-qiQSjFg
z{$Kh6K5mF#eC_x0;r}G9^Dn)ee~IWYvNAF;{a0J(AGDC!=>JDu&CM1hNB195H3B*%
zCj-ZSU-`F8908r0xe-WHmw|(gjet(v*xc02k${nv9+vJmaUB9jdnZs4|CLAnAEh`t
zB^iAOO9D2A|H!lbSzHJ9k0QONYfJV?gXlpDR{TR_1WZF?d7t1Hr3Z#zH`LY@gZU`?
zqo696f2Cg?`A1xw&L7ncYFD6=QA0pNe<a}l1_u8B>z9}2E;fumJfax$;d=cw&?one
ztWn?(wYYeO&{gmAIf%CDcs}jsG)MmDD*OII^$j?c*?Y@`@Q(Ope!XyAaw`PnbUL~@
zXfXWKJ-oh?pPn7loK>Ih)IMC#4YS2^>rO;_?2n~_1jWwZEHfMa&_Z3RP*M5EvnR}_
z38y!wMBOh~F2lcG#Z)QftR^w9GCk>)u9UL4T+VvBTg?9aaP*o<ARjP0v$oyuaZA&C
zOxe3Bo~*g3oh<I4?lF{3x5IO9B(Y4b>I}F1oaPVBGeub4;{@x>>1^Sg=3MLM=SF$o
zqLcN!MFpbQCLPFC7OB|-xpmdqhOd`Ae=RpyvVC1`a=YGtdwWCrQ?Hnzh_}ji%MQwp
z%W~*;dn%1OeD`es@>W#h=}_R=-WvD3TXIHm@n{P1=<U6|^4(^m-Q#|}yT#^DFN)}k
zUa3?)Q)9E%l319jm(`JZyjQa47D}@AoPs%uRCLw09p|E^xTZ!nnauQat2a0rkH`IL
zcX(#<SS<Vxqti-75B<3Q812OIWcCE|T8mL`Lw0W>^8)RhyVpJ=e6KA2;LYvL7Q&-4
zfvoXhEm2EVj%<<-!}aCC&U^k~64>c_xxF`<%%|}O8^{(SnBzR<gyO>GV&RhEYT$Mm
zRch}1Y48}Uob~xInO0lUezKLSxi$+8cy2lc>LZ;_@7Fq!KNwRQ<n+H=0LbH!q?y&a
zcerwF@OZhQx0HW%EC1;3wfA&;+^qPv+3l~TJ9)20?DKqg+Ujz?{^fsPyFFf9F19g;
zdoE)xkZNc1wSn8Z-qP9{&xFHXFh1p^u14n+6MnP9foztuM8G7;lk{-;%PKx!mF}Mg
zQ?-h(O8HEs8qMU|74s=~Qd~zS+rahvQTNK1V@0<&cRc&yqN{H1i#W8-!`;UmKHTz+
zKY0;QQM*UV$B@@5qe^u%_19l`uUj76D?P8%dE~OVo6jPF5B^RMs&3w&%-*&o_a2q;
zoQ997Y}VT(D1TjS^&ahhd2L1@`-6A-g{<Dd{XczE!abR2<6URkaz8OKp;mO|X%Rni
zy(m@dsrYE}!uP+aUt;+}|CQrO8%c-6-t+S_NPrKMPUq#gg!_~SI6k;QwHJDw+UkAg
zqxpwk&?|#DoGY0(UpPicnmu_jnJkh6?o&1?cg)2zWc>5E4T8+SA~ZAnXRng2!cS?#
z^XVDzk8kZu2wvg|y^QtGe!vVpX5@?9K*v9qtS8P-iSNf6^v{*jgv!5~kFTNo=aR8d
zVn%|qBMJYxQmWu3ZMQ}ze=yU(ulwIt``f#}Imf?)`8PxTYrDTey1%aKH#hv(Gyi5L
ze*@8f!?*9>xci%#{Dm2RVa9)3;4jSh%`|@VpMPP-UzqXV2=e=i++UdSo0<HD8UGz5
ze__V&X7U$i{5Qz{UCsClGycL1(8BOvRP`5C{WoC#9xnc(s{hYW6-bLKoy}$)lxMu$
z8PxT8z5PB(^||`D;(r^1-?}iMRBL4aoxyy2JOJvpxnABJ&UoCPot~ecpPp)iez%@?
ztSl{YxLxhCeK_vJFTee@ADzkT#p$!x69@;&<+Xz{q-(7%_<Y_OlX$XwKwhsWoY7aV
z-+TABhcDLhm)^!IzwHjk=U*wG)t_}{jhwGGU;q4(_peN&_v_Q?%J=h)PF>7VCN|4a
zzP8JMPAFY`#}qHu$^1`ZYoRlK!~xy2;7SYeSJ;=m*4Ea?aJ5RUX1kpM$-T)e9*^52
zm9G^CXHUUM_^LFMW`9V*KwD}5E0gKo-Vv9UdA!jKnbqONo_HXWXvo`jb^3i{ABijx
z$mjERwKuv@rQ7LrJn#Pj>8f~iG?^}b+vjmF+37pC9WPbhA5(@RzH?<W|IThI)%m<!
z4uYz)-r>cS$hFY3P;o^kvu8Sy!QpbYS|F9&@$2mw-}`}ZvU#`pN{d>zfjc_sz}=11
z#JK)XnbSt{81+nxOy_n^x5|Wr+r;Pl^CBDFR%e=p9tRF?wZ2aBL{O5SvgGAtsm|@d
z^VMWB;9iS*GFfT#x=YIMQ4XkfR`aJUs$MumnR=0SkzSEukx7wx)q>jH-Q9ExsNA(@
z_L7&rP}B{aa_+e}J|O0V0})RR&#;$|58sBg@8k^ar`SPtdl#<?_&+iPK%=ng{}_cj
znV#Ad8*Lr6b#?LK+in5egxowYKIOe7p6%VWv`L^e{oXaVW|m&op!)O}lUW7#oxz_{
z=`^sQ0pgtLml>6rmic+pt$-V;sGMqV(9_F!W>RSsbuNA$b<v@QJ9+v#Q~4fL=p<=M
zQLm|S%%9rV9a6R9-<kfIb;qmvGp7P>o6?uV#4DB2=zn(*UCpkVCuz#T=%cslS?Zr!
zGFwb<@7VFAyp6WwEWXIzMu&oL;+RT|HmM4fmtJ<D^FkfF-YYk{9v@-<<1kgwi!WE}
zo47saPPM-~Spu;tGG9`@kD!i$lC-n8vsZ0>ak`hOaus@6CRx#@0e^a-Wk^L3)u4_w
zmOGKF!efn$&zp?z1%9-2Fa2LPO6?Et|B3eS6HOdMd6>|QeJSGt(J`_Hvh+I4_o>nk
zp8s?QIp~h{^1jpCsFCD#vW+%%Z{n1yDqLlUUxL4(!{5DzI~1#%=W8(0+H=**0+H^W
zF3dkOaQN%GbS1XmXn()=H;?nXyZh(h^Z(?}J|BF2z!T9^iT;T!^)CX{zsOP?jO-l$
z<x0{2=PEZh0iColNU7b7fQ_C3bWxFjPWk^1SBjC5_5Y+wG0-y;{7#jE{lBD2{fnvv
zdeWb%QUt$KrC@n^VI3UpjrFZzUBOQ?Ke(#)rwvx+8mK8dT8G~sY0p|3&RGgIAEPJU
zQqDJ=yPuZjR^BeFLJH*PDJB940PV040BG2Nn3#`oF?izQggm}zD66_D^zaTNE*;(-
zUb1*u!S`dSR}*8u(wVLsA5YoNCqIL$MR%R8wQ7$82Q%0pI$!s5W`%s8#kzz_o)3n0
zri4m@!SAEL1uNc9#t!BLD<Zu+!v{wyI0F(z3n3NYy<g>nz>{3#6MM5?oUOGn(i)aQ
zRnmPX^Z|ATYNu`pl~5It*cRGTeXe}8KR$Q2`S`0b=?tcgb|K+L{wS>k8l33ZWj2eK
zTtE<QdxgfBu$XOG#g#nr4nCm#l_XVV@OGnE@Fs-U?u%qw1G5p)i3-{-^cYAYc!Nzg
zko<;E)e5OrGa2oEUNKo(nBEHPM;`pgb_*>@q3d7Kz44~jDDa$G3eFnNb3gF$uX0S$
zc`7#sZff1tE-+z9K?S1aVKs2FVxIC|#=D*hP3|0g4%?#eQhVLh4Ntr8e+fIvVYYyV
zYuU<OF7&}mG7I<_iK_VJ?sTQT?ku9a;@}nPFj0UFeGis9LDUTb!W!?#t1fB5C&H2D
zEU3G|jH7tO@*3T*lnC|6-xIFokCIX^;-l}qR|yH-&!+mE@f&b2fN8*MA=NpC56-2S
zo=M6Jv)iU?m7`}lvrbCe-*Q+USx%qoyRYtvSan(5!}(8Qy>>qC;QR1fxc87<mX{$O
zIe1_o6?_E}zVm5K*L>T%CI**+lqWyl%YCXcRN_QjCB{SgW!9Tf4=Z$-B7Gr`?J#p!
zc~x=H>a%_^j#3beE58vh*qCyhhTe-OSs^-*dH8AXR*`er_$0}<^CaP;O6c*R&DshI
z2e`6;(@t?D$^GO|+g(}3Nth6?Bc7xXZ@zxT#rioTBsK>v&1B_U(Q7R!I&doFh7Du>
zR#!=VW(r5ur1U6#a3I+^J%MuaYdx=(w!+ZoTY2m&LImBwV>pW?Ygp;Gg;lGI>@6kk
zS|#*@5}$JD1u-B=`@+4O;v&hias11eU&ayr3$vftAt-qM+T5gLVPWx{`L5Rup@c!(
zwCUH=BUrJvzrR09+d9VFDGmBlk?P3CU{X>NRaKj!su{6rx%!q(CQru_>4mLyXQam7
zZ6Ux5WiPgKW72)&)%r&YUuE@K$EQ?r<2iijo`40Pp~(^}@^W*nL^UP`J2l`O)US5(
zdp;ABbzYYC=iPcdr5XJ6_y%?&{#U^Z@`~bO_Pa$xpM&Fb5Kdur=1``%Uv-E!e_qgb
z$*c(lfx#@-?a;zUV*nTv#tjuzLYDhcNv$AJH{ECz><--VuHe&1+zW+-F{LcAmsKZg
z=9~FDHkFg5V>Qq*xjsueaJ#eb(##TeR(k7d7hznmrbu;S#?1OQ4)zw=^lw>R6BMt7
zka&zTplJ3o945f=RIMQ6byQWIZ+?hbj)xA$5{Y43MkyrlGE+%Oa~6@wQmOf*=IZl%
z;MDLMJ@@wIuDM9BI4}B+2hGRy4$Ahj5$&_c2FEAFWIGPWkrWdAKpEZ-Ao015z~j-h
z6z6WV+33j6?^FLmo$Dy(v=jS*x7I9qF?-o?XFGPdSU%G0o{gll^zxEp$sXamjj{(^
zss7Gf!DF2w)rA90P<l*ueM!mTN!=uCU|8D2MK97bm!#~K%jvR;waB!~np3j*rMmE;
zSQ#wj`-jciS{@EQG5>%kalDf|nddWZ<hAZ#K6JBzUlvr>FDW$D2k<h&n&G1=^h3%T
z2r!Z*7Zu;v<1VTJQCw&2tTh(L-7`x|OToC#Ddyo!CS&v!eEafYzBBlu^`U1~&lXfy
zK-8yn^<xR>H4f`^^Fdrvh>FL<#L`;+`PHDY_0O~~fRdFy<t9Ngs*T#+x7%Z8<$4Md
z57m9usx_Ts)`Y_R{1ibEDIB)18ND_3DHU=+UQN{P%iVan^}4~;J+giIks1+z{%YZL
z6^i6uUMxQjq<Gr9*HxRUuWcUg>EiS1ZbkZ`Hnb~m6Je)n(OgDqo)2PnDX6wFVx@G^
zHm*(81Y8+n&sI5_Qs#T5WtEIj5oxZy2yBbjI}0mb&v#B|s~Q!$({j9z`6?<5!HNOg
z5cH>f>*^h*bm1w;e2h?ANXwpK>P{P!xL*!yE=kA`=rszEmw#C=v%aYEuE<lXIW6T<
zbhkWh-@B<=Kc?deCU}EpA}GYFkh%vE5%4~#^&_BJfqPkyYNeLB3T2}_tShHaEOpGq
z`G(bKnU&raBh>rQ)90^!%1GNSmtQJcY|<uBmc8s-YBZ_AfVv6cL`Od(Nftj~Gnr9X
zh0@{IL45$v|5%6sm4qdj05VTai2!Blb`aS1t+Ak<D^sIuFp+RMnuYn%&d@0yN|OMf
zOa_cFT#^7QS=3f7&D=bi@z?X16i4J<l`)+F=Yp*PR$J-2jJ}=~FsH~3)IGsXel4~S
zRRJFh^fuQ$&J*Qp04Ib-P&9__hK4(zOf&SC!`j~yHp++LiEaAYkY8m`4dT@j&SnGf
zxIA0T7ru(+n%_mr(GA6RLMUXMKj+oenH?9cTHq+iq|2i&y@P)%2&o9MixNyk(M*^C
z@@=58Y8rrz2pIZc(rOi}P~j~p6O)mBz8+0j6g;ehTM3Y*HZz;d459t-TC3zdA0)n_
zLg!S1;^gzjXuKA+Tpsp*O!K7wK`$Mbk+ht@y{QsrUC|{KU(MRp_JOjV+}g~H{q<%>
zraO<6_w8W^aj9<jZqpyB)JgIwjH<GlqQ7iWkV1?QJg0MV)cLCU*N&+Kf`=Ed+_Xs5
ztP#NNjjR??G4xF3A|8wus*}jyX**oJD|TSSLr+w9jVWP-;VRm!yYREs{CSDN>$7IU
zbRWoD0>BMLGHiQb=H})KU)ZI~OG|4R@vyjEtG!4V0;UW1y{6L=WGL+M&}pWotAq=m
z;o$>s(CykANgZfcbmrLU+IvK$DbuG$Ms7Y26a`80myYWVDYTf+kW$%}9-@-T&az(~
z+w}y%SXjq>U8vL+5b*U<VF*y<%|m(Tph(3moy9>cP)BEMTzB8GF*EB|EIAM38;|xd
zS!Q+eXdTojpi;Lq1ub6VE-0=tW9DYi07M4b2t_Fxr7ZSKEUF`~wK!c5r^^JT+jK0|
z?}K2?N&-ri0dxU5Clt4O$D(zqJh(#2KncYZe}Ca~fs;&e<t#uvQXX7>L?^WX1DUzv
zI-H-f6;RZ&-u=Eeh>EOAFiH^{m(eJMB4D<!7m1IXjBF4lc!2xy@lg!NE<iIqzw_<M
z($JfRBuGB2P$C;bgGAMVQuAY79*m08B7V~864&lRF4ch57JJ?;cBtyXJ6^9`G>p+p
zuH)(^C8|q_y7Si!AZ(X&3hx>A$~FTIdH=;jab8s1Pz}KS{>*wLZn6*j-TRbzH_(K&
zPWM)W8}uBSnr|}63}0qr+^H*?FwK$2rmSSesnK<<X%r!Y@YTPGL)I>cNb>2O%04T_
zjUoB2-R?Nl`An3-DBm7AXr3?zyep`88N_u-fsl~ti&+=F``XXU6(&X3u3RBDjc8p7
zYOg9<^O;D=y(WId`7GDo5^_K9ullr<%CQe#`vPST0hz4@&rCK;BT;hXbG)ybDn~m@
zLZ~&5bPUuJ(jP-AtgTAQZN9=g*mlzApm`9(;C(i@J(^QBtCy6MmaZ?gz1;3sEttK*
z5~NthL8p%!pgo(X2(|)qCBYQ65+t^&7UmK8LG@~G#JCUOJ-rkb!t{zA+m6tJW44bH
zijE$ogq`8)SPFWk48Oj7-O-rjnAuW@!(i2?aKI!@m|s``+K*7E+QuESvJz5ODnH#W
z=qC58K=7cMR9eVVaR$jh0Uhc{7*!ywia&$hqBC1K{&0av0hX&rgZ-$SaLzGn3R%9_
zmgI=?9!loVn-92y<_lzrdcR?zcrw!)por}Sa*--%sncYcj*8manLNQqU%*U^zrJ3L
z(v@*o|HKk3xdHr;*S{Vbp=e`gNK$RM#^sGv!&FJfuI@HOSIJDaW~}q+O2J<dOb17L
zQ+bfLFs#l8fc7O)OnB5-EipEfOAhw;bCi<>$y+oeEqCo_zOIjZX0s@i${_pb`a1W)
z2`!*s3RPoHa%La{mwJK~Gsx-ME(FoV3vXz?uWrXnq=L_tnv*d1l}MV@k%4-1l6ICP
z7iY`5<2ED9d7c@0;l^(gF=+1+GobJh`HcwHP*;*WEXGxNX)^YX)sws+=k4`5-A__R
z_)EZx($2_DO=IKyh|s5SuNgpLD9Bo6Ik8Rn4|}W=1+$|04_}beRTdujA|=<g+MXvz
zyyP_PeDLjFJl!PLYs*XJHP+H6LMHpFb7w_gDj^zlJH2@yiF;>Dl;#xU-XCaaXvkW8
zbOTjV^crP?V$pR9`Q{dDbdHr3)%+lyh0D$flgtIZUX~u_BvRy|Fi%`W;F}%A(@e>*
zae%)qZx7+*C)I==8hl3>GAh4wmX&uv?bg@36&cHm1u2kCa*~vcHz{vN=D}JheJX)J
zCFYc54Spdi4r#B*EEoQ0BzoB=FsvRX)Sfit70XLT?)j-FQn3t5zIUan^UY#oFgF)K
zRq->0!SH0%!p0D~fbU@8=hRU<cpg`S7}NJ8qOS%U58K;XG7nXWiP6QCXQ^4fMQzSM
zvc~j?dDTBv#wc0nmjAQ`9b{6$8c!(?^f=?7LKJzb*6*Eti6do(tdaRoxf%We14=#b
zzg0|dVG%-pCeum^>6~?N54!B7k&^IRrU%peZhO5z%J4X6Wr`@<WM^<>=uo?%+2OUE
zRQoMcv7sC3gkhCDkV^O-MOjri7!kJ|Ctjozdeunt?yU9v?)wg?*IGoI$YAiGiHj|K
z>|_)-mS>vCP^D3vie?o{9>M98i0Qn5!J(TI%R|7Oxvz(gkn&;JvuJvn+ut|5%a~j?
zKbiWJO?|908Rv`{J^WP@sJKlpPEBYo$8!_4kBP}8NFhJ?2B{{m#7Ej#SX{R18Lj~;
zL1GxRuvw)){jiuPhD4Ro{(ROt@RFY$(4gxpLlprE@CC`_r@SQE$FZmh0MxD+o2z|o
z)uZRSU}Dk!X^G?TaYIOX$z!a;)E;RW?yDgpneh|wN4JB_qWy#$rb%wY8J04&n!st1
zPl+f6@$t^)nYCgR3rEQOaR7CB%jYi|WP@%%S#r(1Sf2=Z$yif^JL(_CBJeouQ|u6|
zpM$`pON;qHXh0i>QIS7T4rk!*=pmbD!MOs(<0Jc&T`$oivZ6#fDjIm-u)bwj_P1?y
z>A*Q5jXhQ@PDb*;-t@06!>}2QuW?ee43wNe?<ezA0TOk+cl2_B@u0{I?_fw&ymOK#
z%WR6HayDxx4-qt;8Pq@_%22696ui?p)&k4Uu&+jCSFWN8C*m80B{>+4Uu7^BHXk8c
z4Mt3xYHq?><{OE*IDj!)FPpjuT9@piOfC?_f^*+|b0xJ{B+-gfk>jC$gkhGPVF%P)
zbTl&Sa^=<$BvaZE-<?<!3L@g&tLJ|l;PBLOvS;=q1_UW;rH8^(=<A8J-AqeaM4L=x
zm?t_MtNs!sESbx4UN%>q3v-;+w|E0H^M(squ+r3MaV+VzU>ec%7lEGSisG=TT0}%s
z&<#81iXxtd%la;R=Fk`7KE1E~U0N1(-);6=oTZQejqDVnMwo45NKS$`4`^P*T1Tqm
zi!UfQBtW28X&y_kvyKWiRIiyDf?l>uNDmQjRTcuCo2XKz%2D-6&eKtPS2yvCkn4vr
zz5ovj6EaaZE;x!LsZ~9{5<b#btzO|6o!e3|Zpp4k)a%;7L40(B!s)ji_T0EyC8r6M
zK6_D=0?>+ZGJQ2+(~Ynr@WQM(N!kGsmy<b#u;t}yRHiI3G{BhYEaugsrm%28a)3%x
zLR{QdXDcO=MCyLyE^rLBO-7DlP#cj8wfU|F)+A{`PMloiWW!GHIB;i~PjyGk#Pss8
zNFhVGPbZn%tbB1hPTY(F9%`xME0raWL-P?`9Qoejwga-^`}4MISq9<NH3I!Sl%ev7
z`<(}t((mi;Wtuq@*4XhIZd9qMsfBYR!ohc8xguwnU(z=kM{30Fl@H=0gMN0LGdB6)
zXz<+os}H9sH=+FO(Cc(UjZ&ETo?u9qrrh?$8MavIbKwGGKZ!80f@JcB+W{_zj4I?Y
zStE&2$J^7f%=N1CinT!0x{@4^v1VOblk+L)jGr1is%-Qm4JX5$d_qV`E3O)L<K}1H
zI#?34N_<KP+-b8kX<R`lq$Vz8)^QlV*fCW7gu;S?C7%yavJcsH7#e#wqcHuB^qDE9
zsLYG?<-Ni!*#<g!mn4qr(PQ&dZAdH8Oz%lR=Pro4BW9*Z=Zr2}I-$=FHL2PqS<R9N
z2PjBZRkhz~T8~6T_l-Y;W`B`~`5$2-X>?=qOwm;otuK8);6WEAKA(5$R><Vpv|Wn&
zP?1fM&l9BXAuJMK_p=28<NH37*1u=!mO}HVB0^$kCcI-S6k{W~BFAO1NMJQCj8=`B
zj^=$byC52f>M5dy=dkYb?_F5cfxqp6qkC9^>l5p5kVy%&MYQ)5E#tQ0iZvkox<@O1
z+LIY;*N??#2t22=*_yz=5QZF6cXNAW7{oCQlO_wD=#RL=$vwDQ!ijx7p{jA`@_KT7
z9wC#<vQn8R%?yc>jS|-$D6Fp&tzC4kHRV5pjQatd4c9f)ywdl-*n110I+vwUbm0yG
zg1cLAC%8*+4Fm|mS;5`i-Q7I|7Qx-!o!}0E1b2Tc+1Y2GeeZeo{=eR<Tld!6D^wW1
zHS<kRchB_nbWgX&7J~=G*T<$q<}+Gj=$n*9#k|=i@ai>fU<RMP^#E2>-qw;&H*U^>
zY#{QKd1|8hLh|RLh<sDp^tXl&QOjuZgf>j_Bqxjy)syup3q=>iZPb$F1y6fkQH_l0
z(-fb66AfYeq%5+ZClOAG@j$NUd8wX#VxK}LAh5D0MY2llx{dB#4zucUE`P5;)@(CS
zkc840KkJ+^jKlJNw+dES9Hl+_ZJX0`2t9avZ?k6z4kOcxVw&lg^r(ivX15(39gViZ
z!q->^$<@HJxRK}$AF$@Kg+j5X9TtC*ShT{?w1+fN)u-_TXMR{koGaeN3%KBvk-tL$
z%`H2S!73sSQy4J<1hp28W{&rVgEJpWd&Y24yedX@9@xurKPr%k|G`ZFocr9kn+Ei_
z+RO`Q+LZcayLl3e)DQEua`QgB(2|3$7<IYecDSt4h&#ODX^onw=C<AA0-GaOa`uxL
z7kM_LHth~RdN$@KW1DYv$Md*+jWY68zA>21K#eZ2smOpe9sEg1=;6FxejoVljY&1x
z*Vwzlw)wlWzA7%Gs*);SweBMU9(GkTAqjLffUvS~8Y#vPwFTq{uo*}jFd8Te99EB>
z6s7a`am*MEumF7(^9zeXBMLvqROHXC#cJzE6TBf!VUpJ8XUZ!i_B$-OW{lGEmTs^k
z|DGjSGFpvRE^vz;V;7JN;qk;qm&SDE6)E;ona|_KX3wP~WD(@WJ3iu^ky&i7067*a
zlM=s<%atKio#R*^>e+^@Nbf`Ak#S$aG&5vpAJ4O5XiBb+jw+G!7}(p$Hn}7IQd#@m
zyN||aM&hCa%>EjCFgX}6I=-60tJ+-eek|m|2Y4Pkm(PdeT3h#shdD$P*7AjVgePR(
z#GL(LX0w?kx}9~I)E221kVG#;mH?aVGD&^eQJZ`!QHip>jBW%iZ!&Glb~ciw2g29K
zJ+&e+1|dStWHO_iMhb;9ca8e{YA>IfR|x_P=<{g`E(;9H!`5ierYcd*;TfWtWcNl=
z^G8efw>+;`aJrb5)B-CrkE_&6NK{vUU{202>2sTRN4NxXWBO6I?QUjK9~C7_OyK!)
z>wP&i8r{~G)FbmJHxZ<E6)37(eeXwBGtf>C!hc3@yA+k4?XMJwnQe**VUnG6cK-2o
z(kssuDTRX9p%k32yb9G$_i(ZHdyDJ2-*U**cl7T|{8B!IkR>gj{G*Vy*5hfPbRUh=
zy-|D#jmeQrW+8YjJPa~tDmLd#4O?&qbDh3wI4C2=gU^o!?0-D}fJsDkKd|PKG&x#s
z92dNQC8&g|srgPCV7k`k+1c1W`gW(kIFv<xI!@==ypJryf15$!A}{DukbfwG1RP_A
zs~iuV@_00_h%U&y*WzX>KWgg4kuiW%Q$qv8$8)j9+#eRDD~13^bYfT^Y}T!Wd%q+@
zO4|0rr6s6R8AQ(uK4jlfatQ$bJeLO+_Zhy40w2lqz9imQL_bkFSS&roji*@8RYMJw
zYH)()PiS(o;P2apccD!b+d!`%0w35{Wa3A&{;zxuK=v7Jk;4DOf3ns5G{F3{)o`(M
zaQ(|x!}_1@wX^<r?zR6<wwk{#u_H2z8#|dB8cW$3xc<$C^ZUB{f6+oi`Zo*B)E5W<
zDROt^Gl>Z!jSFY*=eJWKsXNE7+O3O_)@a69#GWA^Roc-xM`Ezg_VDf^OALZ)VuZ#g
zti@5-3j!ZpgS;p#Qpgy$$Js9kl)I75$-J|2*Fx}3q>*mVksl>zSj4mkvQ58n=LO+S
zi9Yd*{qOjy2dHkOlt{<b|3KznwEGpmfSdI%D*ucg@blrnTjW^T{~H#$|2cZWUt}iz
z|Ax$eH^eQ!RekA%-Dd!U-}E+30y|M6#1B{VU0%qCgoZrwp}f@NXMrLDsr<1wvyI=c
zH*fVR6SviNX6%`~W?yCT?fl<Z$RQxtpcUNz@UIX~>!^PN&YKMaUb+5$64N1*?QQO~
zN7DS<1Oly5{Nd181$}qd6#GQAvhwlz8V#8P-=Fvo!)pxrgc%3y-F@@^Q|U5Ib{!nP
zzu2e-@ayk(Y|z@}yAw(@D=UgCLJ7@FhYEG+-4uq0S1x<<F28$>hT#*js_&N!N~hU>
z`m($Nisuf}&OZz--A`Q@OF#d^PU}mI<lx88?rCD@;n1LZL?UG8eRy^9wI{XF{ybbx
z4u}5_SG$~RNIALi^S!+yn*N~l$fN7VcF!*@m`A>yb6>Yd8haDv%97{j=Rtq<JvYw`
z($jv+C$vO&Jt6#jZIkV>ZWX04G6H_w=yX2UXBqv6{rFpJM_+mRyqCUiYIY`}CF;|8
zY%{@8r^fwA<4$cE!S#`~m8GS?*}uU3Xlc3HUT=GNc6Ph(v`2A$4N7$OF7Plj`rvdr
zHM@jHEa2L7o-Fl;8T>-;{oa1O6q=R3j&4Rep*a^{JI2*z`ZCQ1aVCFri`V(nmMODd
z>%!&l*RLYAxL$59T=_>b4DS_5dLueN3)^3e+^$uuF1TIUU9YSLquu`|(S)Hdn)|Vn
z{t<tZ`{Cxpg;v?U{mz=8?KO9r;q*BUXl==>?cVEoy0bI)PiVB(*QcNES8$fDt>0;<
znAbN6WnL*Z=on5Tm2n>lx!zhmuYbF_ss5|_&A0c@D`i65))kCnHNoBp&h91#m%IMO
zpfzv)A4d1#f7Luc-RQptWec>_*73Z4THDZj*F1}Gy;_{FQ1^WGFXVaLdR&+vk5&g0
zBqu*9HgIRR-rCqK4_>wZN#}k@Z*N|~o66>Ds$~JefM<bU>{tR1?<_Hh{HqL){^BS`
zOw0cl_0*sPn)8hQxZNE9t~5aQS>zYy=^?vxmD$98l|`WgUT?pc`@?kr3u2>!HuaA?
z-DHqmM0W7NUycaAVLmpR2_t`$UqEc2@&<7J0$W%@xPd{|<d1TQk4-RP7yd5}&mkvW
z#-d{XRVEb|ZV*E?K>5Y3N?-`X;_!ZzUw|u-1y{oUGmL+z@efnIApK`<fR}}TRx0rB
z<DUf=ENlLe8$Si(KT;gLnfYfk0-g{5o9?NE$(9xMk3ISB9(IP;{@Q*sXGaSjwz}5U
z+Pa!MdAL-zA77NlJ2!#aCoRTbeO~pLK)K#H-BV~1__Y-j&Z&pYjz(+V@NxlKo_Ytk
zyBS>eJqqc!EeY}P9ThD7R;}C^Y&;w)pO0pzN7I4f?1%b-w%q+id(67ehWEWktNs4n
z-4uVSE?+vp$%<Q7a1@W$v~<Dyd9OQ_TVeYjf9MN~u9sJj!H<v8e*yf6cD&ZM=<0C1
z*b7!(%1*bg8{pFNRZWvY%Wjpe=VzBkV0Zn$w&K>#`t8fERj&6#Lyhc)qa@uc+$<by
ztj!H>hhw`})0ypALf#v{)lmU#mnV<C{j2Wg`T3+>YN_<dwqqgn)!Q#;of__U4?{cO
z>z}_ayFJ{T*8Qb4oNkqm3LPzL>8EBBlMv&7d;NGg-`UiTHb<D5p{w<_+0Ah4Dia(I
z>`x^&8s=!Vwbgd(U}p_`m%3lUi|bHmL(uWgVGp>|eOTIfi-a>j2YT?D{S%kWC-;e$
zwc*1^_Ns>)xsuQIXv@V-8%G}7#O8{l8JYSml`WgU2Y>)MjDw9cHmXo7mFEBKQP^@`
zT<j=hhsG7$-&b5@x;N&u%KI<83)2kPS5K>A8m?G*KO0vbWxFjt4hXRD%;4hzqZQw{
z{Z@g4I(l5(KNfI0OdVRUZ9M56^{p#abMpV$B^_ipSc`t2fA4zVZ<Xz_d*tzr*bEsJ
z_0Qpkb*#V7Pe0UeUSYi6Z)<ycQfT?jN~DrG)4Nu6-cK!$mt{LNhev;^)0Dmn+0Rn-
z?e+KDLib3&v<}i26cdp(zmfh+zxm_w?<<WN@DBv<oD2H?(|OC!Q<R@aD;#VbJbxXy
z{3jP^*8h$RG#5Afzg(c%z%BnRHst@CV>NLxHF0A@Ya`=-J5+oA`g{aH6*02@U<@z<
z{QNvG0mJ~1|N1~dK|(>pLPJAALBqkoLc=1!BOoBa!^0yYp&}z9q9DS<BfmgKK}AD*
zfrfyLj)9Jb0WPCGcL0#!0n?DV5D@5q=N<qF00034@$2)e6Yzf!;P=A7!oedTB7rN^
zz5qZ%fct`mf`NgC27l`b{vH604ue6)DgukCYyd}Y`;yH!HW!{k^h+m}%H#<p`v*He
z1Vn5cTs(X#Y8qNPdJax5ZXRAfF>wh=DQOv5RW)@DO|7@uhDOFFre@|A_709t&MvNQ
z{sDnO!6Bhxaq$U>Ny#axX?ghtg+;|BrJt&*YijH28ycIsx_f&2`UeJwrlx0R=jOjI
zEN*OWZSU;vecL}cJv+a+yt=-*y?b5+z(YU)078H#?{9fwwEz74AC3XLQY$}@Sn((q
zSMEcZgabhl9y-ZTZn9)!1Yw`l##=j`LA*{Cdc;@?Qy$0~(rKDx0z>K=&F*U>(;@4j
zoMiE)Xv#is`r)KG>FALHb+C(#`YRjy2R@Ifh))=T3GwFV;%oyFO2+gy=JYdMAm$Yn
z3z?6F5ylB&1tM^;G03we<wgk`YH8Ea;*Bwo6hest7Yqe>tRzF#CSQ`6TME?WBQrjL
zB#K8#hf2wF(&nVw&SKTg%2<~83oKPEdeS^5BdYLohSb)lEyN=lJFq;=r?Hk_Y?jI)
zN!mzAmW<fIm~|G7g9j%RXcmpOk~p5UmZ+L7(-7b>nLSjsN-gF`Hz_(r2$9yb=rGhA
zM(9cJ->0-57F8&%I|kq^Mvb>+V#V8AtcXU_-FnpVQrED=-zAlacv4TMYKhIjBF`z#
z!{Nco$4=$<rw=BP4FcjB+z&~pkox-z<CWRI9i$y9<%nC9!C6(IuRyh3{oD(rEJiGt
z`>ahg<AaX(P-;9;kq@0RzVlX9TL%4gLRg99|1hOI%yfMqn=_%h?JY2<DJV%SuH^|j
zSS0ZIzrhjpI&5{PiHiY0j;b`BWTo3g?gWn4y26EdP$wCzy!_CTT23&=>bu$s*X@O#
zb{ms2hF0sYm%a{^Gn*|^LTmjPi6#}j^O~O5gRV%o6g_a%buE-1VuxbzrH4D>$%^Wm
zxG_x)6;}0{@7{clqOa$t1W``JwFBTsae0Xoy?cdF=N4C1$iE3N?5+Ui-Fa6Kw_qy`
z-&JCLCq|o4c}!s2<D9rD?mAu2Nk)hgVCb&MUtplUEGJ@?OFC0mSFr;wJ@Bq$(o@Du
z^*4YdgS*^}s~|{~q{?5l5lk7Ye8S}Hyb12Kp;V-lWsREMOy<*%b=`^W1Ag^j-H@(0
z6ia~KnrZ;yehYnngk>9cRtk$dMLG<jm%aXo$6P2pgbJMSkl3It{}|y5Cwu!0PzsP>
zFCjuPnU~1bMoJG5<x9K1SA>(GPT##XeC^55>mgTEUO1cwa<dM;plMG9yz>KoL&52&
zJL!s3@UdOi6n0=FgYB;7^ewy5SBS$gtJ@<g+j|C}o12@z4(!+V4sw`nX%wg6<vhe`
zLk$z)9z~DX5@6VSw42dc9`JGCOaxk-H+?GQ1!<p*`xUl)9mngRYV{lLbmEFFO;sat
zo5W{|64Z~&X*lu9bP66)AG`oDoO1gTFX(PX`+j5SJ^rCLC#j*rVzC=)!epfke*oMc
zM|OcESQ2-NuoGZ_>k|ZE+cp>I3cz?Am%iovJQiRGTO!<?f#!CV4S!?x`dg>bIF^3z
z6R{kiSEHqFakRJrz2sPLenTIcAVG#QI@(q*A1Cl)SR7I~=YB@@#$6^AmwIGA_NKZ!
z>8f*)MF{cKz2u=0*L~LFZyZ_?Emq0xj9#?t2Rt~2bFm|MEuJL~1;rl*+5}-s6qWU2
z0;CFETGyhjv^9E)@h;02y`y(kpayI&OF6T#q`V>C`AJvkh)sLfSkD9wFzPFQbCYk2
ze_z$)Bf6Ki&ab{@U~&ACIl@gdVRS3KE+&?)f38UvuD==~)+nAru=e;){jjdlIH>aj
zLw6hLjicqN3_8!9W{kP=k2VR4R?otd(<uhp6yK@l%y&y`!l&yP5+0eSaNR|8#)+5_
z^MNT5_UloX7iit;Fk1r^!<&$_RUc7j&qgLvtrmn2fGcezHwGrG!;~J5+nOLCeqddo
zd94jD;z=a1e;O}CimZR`OL>dCT@|D;&)vNADvwV3hp3LY*YjD+dWEw$#z(Uk$-apS
zS!}O0QyyfMsN$jK+Pu?`>*vx**07GA0Vp$gTLU12(>U5`g6IuU^kw$VZSr@m#6=e+
zD0gg62~W@Byl21%hbR2o>^^DKysgJi7bL;>?^M`c(~i1nhI3L+9m0o4pw6DRUPoHZ
zIT0K5d0J>aII>HsZwqDGYWJ00?IW4;R^)f20KY!vwPnssdVfJ9>C`8^$+Y*RC0Q+h
z2EcsNw``0^7#Q^wu`~zfnQtrzzpvfaqdA?Hpy+>@0yQz8Ss!I}y*COTq5TGkSb8c?
zj#}iB^T_rw{oV9n$19DtkEgpnul5oXS=jgAnFe86KD>|K1T}aNyt3Ip#f<VRzwsmR
zlwB1EV20g11NyZgY8w(0c?LoBzK9C>MBn$1gK3Li4jihrQIaBly#~>o^rkIaz~g#j
zc^Vck^%w7xODLf(o*ZM{H0>g#q7(X{*kM2MHEG-y^4!f@>i05wqHBEIZQ0yaWF1!j
z8+XzTv2|!x+(0Sf;Miic_IiqVlkYbP4R<arwn?1^l~MIB=eza+#}*bsc?;j_y5ZMj
z^+a{b5o)$Pa8LJ4_5H}1ue@ox{()~U&T|XgdIr3(z<8%CEr&U34-<N<aY*A*sDdV@
zFZaMXn>k`zZ3C=7y^NFpFlD)ib@qeR)hz}0iT<v-^DO0}m-IqA=Ei@xjrH|uhAMci
z>HV~SNMAx3HG3A-UMP^c6`6tu(z>x=+1JhPLAyD(F7((ju-rQkHoPhOZVmsIswk!E
zuyZNx^cfIxH+@^xM-r6@+#3#EmBEd(XmBDraBPf~<i?+zrZjDgrfKzbURS(@W4^E5
zCBb+G%ne?0o?onaw$*%nx&gV|SU<J#T`}W50|r>zS3uE@**AB8@SNh4(1*LQdpLz>
zKn%?TWSjA6y5-EfXF#o9=*f~wC?0x>y<YxiE5*IWK#d_UQQ1!R3m3hEMRT+y+xW!>
znesiKn2rc_`4KIXR;dpC(|ep5%^Cdc2Vb=N#52LR^h+9&L(RGe&S^~xX^kdpk^{-P
z*?h@<tTT;rSITP)jGl9?=IC+@^Lj<(0WtJZPs5WvHS=}pmFixNo5c6!m;*TV+9$dQ
zTox8Wi=grg^ASGTN&)QZLw;fW!(8X%C?G*!8omA^|3J>EKBNBrA<#{&0$_26xzT@@
zaHmcZD&*LXf98#}@)<u2o8JojhC#y_hg|$h%5oQ>$QCLalO#1!N&5~EX6sairLI32
zR?O3flZ6tqzwPh}LX3Mop-zUV*n4bOTg&>a45tQ2RzMN8*No200;Bdd>SfBQn&0)6
zJy;{1a(k^Gq?~j#iD%E43S=7M1#2@EqmRR`t%Igm8baK|uD!8+7G-EE7H^e(@aw>%
zD)M+`Td?<-c6N+@Aa7opgc6<BD%RE1;+7Z_xI`It{tO_xalVdbqrn@c@gZdy`y?f%
zEA^9Mgk(=5VW2F^vX3?An(S`fNGZTL?~mRwbY)Vs*OOgynNrqXRDAI0zXX9E5S{^~
zJI?^8mhMgcy9L3bHm^UIq+=44XTW^FUhkIBEiCta?dehVGk`?p5s1;O2yWH?Ltk0{
z{r=h+^fSOmb9j}Hr!C=rjyaffetJ)=9e{ra?Dk@>Yxd(YwXtIzb#PAOO8+eR7BY#v
zCAen|t&U+3`RC4}TvIBk&qPC%1z2^0+xtUowJm$*8L$oSy$p)4_03cczE{6c>`v*Z
zQGw&B0B(9jK>PD+4qwx-)z6j9T<u{n&$T7r7*JS6Xxg75h*Sy5-VRHXoN|&JYtAG|
z;WK$JfL^xFu8wO6alsy3MdDvE>dT{lfldVBo+bxJa9ffW<5diAJeY6*q7oBN8ID>#
zPEnS0bgkiVIgbUAPb+<-URK#20T=UIra4Q5KNQ5ib820G4J>da6}I2kgW6O?kS}hI
z#RIr&rjMeBhLGp}5B#yw>%P}57pN2BE70p+A8x?DPYDuY^f26{#edx>Li9a3@AG1Y
zbi4MQ`$ohTIyl#5{U%jo+~`-Z*nus@lM96)`c7XMfNjI@4K1iH!X)$yc+b;f&emIm
zMRNn(@uhy$6gt$LZo>gjQmF^n7UurAm#ubaZnf+BF9_U2woJD;kFV#x0P$TM0dWi&
z6C6R+EkaDZpVnSTGUB>x`kL7V%;G#A-0evl2!;W+4?!tjWZG4_LpE+{r}Mam@_Ds2
zU?CL!U0?qO^GRg*>CiQ}r~R_ZQ{Ll|d(FC>OQ?-urH!ESUfl7=6RYUrTM96j?A8@p
z72eHZIXz*hSc8|4ySx7FN#3VJkJ_yw*emOD*R*B|Bm8e1hfbT537-QX^cpwXNk$3!
z;$*>y{>Dh5TsLnCc#lBdVz@~YobQ_@F3jM6V&tWl7Y>#qg|$MrkR;a(+biaE2Oqr`
zLAh-NW91*qvSy=Cxn@&|d_YOoFFucEYnN)2zo;pT*1q%JNX(~|q6qu;M85n<yUH{}
zb6lIjYW8I`m_z2g&!B~lG)J-+Q+i7VIxZ}Zy-04tf&EDBaJ6o$jfMTCi=oOQl<H_G
z=H+HTxYiLj+Nh8j=11mfFzV-uYul1md^ISrzTwkE99iN)By4@x7j{wYvps+yPxPgk
zt9y8xr?aNj^36Xs?G~;liNv@mR=A&YP+8*TUq7<N(3&MKBr4eRwnkgA`r4wC2aD25
zB2>U#Z-N^WvkEH5h%LdyZM*$*iWf>V6XvQz9q^;(&j5pEQK%~P8_iM|C?)J<<-R?_
z`F3DZ_@{lNoIwVCYM1=(^QGk>aZ|jD3armXa0Dop=6oF2n51Xp+IR6CO(b6#=iY)(
z4tBphk$<QC!Y}&>%dpps;ISg1Gh23Wj0Bbk6i-lkD5pqIf(3W;ndaQ1K)VP6T+T~p
zU(TKuKOQ6Sq#gw6)lW`FXN1qEoiT^n-a4J38S1lWFW=&ae0&CAc^a?ls=O}43aF&4
z;G3s9Me4S+p-kf#bKPt+Z=W*t(|~1HGo0SD_X$2Lcd0>2lJ8@WF2qh!v~~*XCY+yr
zf`;Bd5GWgcqSTQ-8w?cq-ceMQ?(R`sF3xByilD0ZWu4#)%(84hVc4CNdOdzr?3ta@
z{9qg1q-oHBYULJ9t*x9Ps|^?ar6RPMy}-yDr7enDPYQ4HuVy<4olE*uHx=GBtAjOr
z)Qtl*p}V?60kf_(OCg~{BtxIIMC_>LbDQR8)=(ve`m#)Hqb`MdT=UOxjZCq&vM@*w
zfMD*Ky!$Q9m_xEn^7ban=Di3kh9U_+&K?M|O!XChFcOK=Xp@_-;XOQ}d|c@BWJtPy
zxzIPQtKgrjXm5*qHpafMujwN9Mwh8adJ7uy>^S6ZXy8l|G}Thp9o?=hb})Mx_`8ew
z$SCGQ!QC$&0;R2mGe%szpo$ivPyMCZQka#LVHajKj*<8hdaU~V4@&YyBKka@VKO_G
zpWLQ*CXbYiz$$qWqp1e2s$S{3OGWRDzB?YMgsEU5|AXq->g5?+BoY3VWn1l@X=%aV
zR<GKc;l8?5Lc;g+Q*H345g&Lqk`(yt^%6Zzi@qxz-O7+R$h8BsUni++$IW*pakaAt
zZZ<~0>@HsH7$jcy)sry(^cZ!+#|4(UQe9rJ>YM7Msbh#)2g@Thg{LponVMxddj?Og
zmIq_<@yZ{WyRf;S`F&l=1@wEc-PH3XkV;6MIM12G9)#!52ZINw8(Z;(nYIkS>ucOt
zJW)<nzVig{0*S}s-VKP1b8a8(=#$Quxlr_=nA*ND?HKh;+!#k+Tz*Su4r{9?aVq+R
zV3=%(dU<9%(roqC_gJrdJ^N)k9fhO^TDd2lWvLcWBiG27GU{^hzzd<O$;km})JSao
zwRE~Y{kmFORC3W*?Metc7?+^@R}@OOtdX-9Qr$}ff<qxAd>VTpHAuSBNkbX)P&7W}
z2sB9V=Bn41+_l~&AcviYyFLS|j)SIsP(1NA6fu`p77H+WwhiMoF0+xp9;C)X#sOm$
zgXg}}e#pnGn0_<$nZxWlGbaida9SU>b(V#j9bxFNFEHr9#5Bx0K;4?(<;2BpOFvl8
zbF3RU@Av9RavNz>#B`m&r4V_Dg`utf9y{2=W(Xc@L-6$}{mLLY#kMBr`u9YfZzJyW
zlXpqE2$NyKct4pxO?bX4#(frq43syt#ajWxC$n*kseQmziadru(JE2qqTQ{sLJl)n
zA@_u}O>E*6p{ZWzV$%JlC+a1-(oK9Xb{#ednF$t_2b97u@wxS~C)i1ZqYXEK@rO~?
z<)wO2F8pNOF}N#smofFYD-~2%&dzSSC}ELfy`6P5jP$p8Qt=T{mzQJdn@Dou0J(_6
zOHld~jb87oD$Do4VSb*ZvlZHS+;O)nu#R86x>TyvNM60RaoOk*h+9!Fd9sp~7)oN+
zt90rex?W%FLLTGL58I|OcN{s}6Pd9+FYxbcti;Ql7&``_;;c!HBmMS=RtDMA%ig9>
zHN{Y?O^G)#vS$yEK<fKV!YVo>n(un{WiC<fQ%e~!p5GJLSv?mjg5~BbUZu(o2oqoK
zyIJ?pZK`X=oF41K-$Zdeo~8}9-Gow<LC0T$cxGD^?cH?PFwk0Ur$(kQWWK8`Dj39S
z5eKzmclS;$E!~QW!ZO6qaZ0wurey3kR*&jeHv?U<64t}OAzk{pv2CHx6&1CI!FgYq
z3JTccv)#@cjhMD)uI5#Q*Gu~t+9n^2?M-W3!C*Ik_YOsU0UMuP&bGJ7z!pQ?V5#57
zjbjj;V&nNe$bHY%IerY-GSQ;Xl<^5`pug40a8tYhdGK!9d*eg<^>-ZA(`H@C0iAN!
z$isVi)_8&M`ZA|jz2Qvrq-bszqe7dMU-HTZr)rlrd6v4*-_@0E?eA%*$2>Xix<!?9
zZdJ3#r}fJqR$BaUu*Q&oKO9VfwXY$BPV^GiZ8CmSXvhYP&+s{Zds_!Q@nE>smbt4Z
zx#U+P3KqMGrJNa`Hok-%6`v+lY2Q+dO%nmfn2$zBK5t)g%JSlKLF0d~$;McI%XS#!
zBk+C70j%Q0^?f2%9GUC<1Kpi7USx9QRR!7Qt`%jQ1mSa*Q(%1Cjs4h;vv|sOvMkhu
zD|DmOV@+iA$Y$BXtw2+2=eDbk&zNHbn%@N^#W66Thh3rw_0Myiz&}h+&o#=s_t;sy
z>P^X*7ceZ90n$2JUGAqTMpM_TtCDqGSCk7<JhZfP#+P`AC5ao$@ZHa+TC9>~-KN`v
z>9a#L94AxsmoWdubgJEz-^`ypvWm}(Qr}${VJND~NJ{UkAiQ(ncm~wSJZ`;VYdkOy
zh@XoK^SUD1FZfw-aUwz?a}to}3RCKF;3Q4$w--qrw}10WQB}Se&R}BtVV-D|*#0if
zJT}_RoN@wzh;CDp2u0`+!`o%XL{dPWElf%Jn}rB_RKRrGB-ue<KGW#TG@S@V;p-8r
zR4@qIKg;~GTe-!Ld5XvQ28rXUZz!{B5{#k}o&l__=6?VY8!RTRl~t6kh{5vBLh<jQ
z{_ULSZ(`z~bN_!Z@V^KH&kO&_2>GXPKQ{{x_rHvgEIj|g>zjr5zv1=G^;Z}s4xayG
zO^_@A(f_}gAosr$aEqvfo1>ki=~oRtPD?EqJ?-cJnDTa*vBYFnR#sL}j@NYxE~Z)z
zD{6IDH~}<8zE$PDDz`o9jDDyRN@RYZzj_8_Nu7P-_C{?R3ryoTTx<dL;Bz>=>VW8V
zeaHu*D^L0Rr|mn)i!Y7^^P994o(P2;7HQ=>;a!8gzv$?s%qGx{YBl&RzI>(b0wOw1
zY6Y6V3@fw;>tpF!IQE17eZT;xWtpN$MJZYl*k%x_i=Pf&{_OzZZhp26?KH!#8-I|Q
z=dyep!=($?GW%mb&m}0KMRzmR+9U=6fkgXkp~ze-&H|A(uP{n7(igT_o}{Px>pB8F
zB<P@xG3$t}NK|UB0VzBvb&!Vg*V#N>XUI1*rvB2RNeQg~ID39giC;HkSpUs}|DPrg
z>+i`UY5vi{*zRv(#Qx2m?gEjhwxmG7`oi;C^Nnv^a{>?X8l$@O1!S(ZG=n<)ov2z2
z{S@Nav&y&&w*j{VqkKURarF2|2JaSJQx06%n=HDwVx1Ch4+{GGG_2*x96~zmE9Jf2
ziL2cNrwsx<0@VJ@*Toi%d1ypm4kMEq%<57HVRgf5XUYNnHpf=`VXFi<t+w3zDJIA+
z3&DnWk}Eiujb-NY>*hGCyq5O#m^T$-Uy0jYXQxKeKB`sE$K{(m1A?SK^dEmug8XRx
z-cW3GDG8BtUcNRge~m}4{{HbQM_qBwlNHjTVbbu5G+3aDr*ihBGgnPQOnuemP?w6X
zYLYcxPB|FbueLKdaNzbfOt(m}UAX6g!maY%FbWZJvd=KzTM~IZZKFboA1w;L9<+<F
z+UV}#foHzG9*Tq!gafWC3d_fZxfmVx9E4v&=qNeR@M)o#;?#U#jyaL*{K9Afm#&0l
zvZNUjHPYlqKXPl`Idg{G2q9h@RW*jHru%c@Eg-2ex5x&_MchS>MUYFq#Xb}^w&61x
zlIcHWoG=UQi>zpksmnJAc_Y$|N|p~|#7`33C)d6L)P0e4{akySRfhjspgX&+c29=W
z`KyTWNAXwqpPG9`Z_+G2EU%m1^doBrzH{%(Fpiim677q@BX+rsMl7H2yTU>pmJehy
zjzsr^?uQYS)lGT9-TaoYmTi0VU6_h|4@pp=HmkHpSf1}POABdnrpoiS&T51ub<HRw
ze>KBfc?|T$CX#d!w<FgZIbCeWK)O{d&OK?&N8$UE1ZjB$OS@_bqD|*;Rkh%)&hIL9
zw4M+`$jNDSr@gg!WpXJ>pJPI^8Y#YCF}agnejbYn8e`tHF*$LgJV-j&hY3<6>`VPT
zIkqb!ZlR#?B(aP6!o&-jgUYs;4#D*zlP<=i@}<fougaN=N=wV;r6t3qr7BK4#M7kW
z*nbi-KbimMGyw~lf5{kDu78s;f5i4vGB5?FGF39LGq!R7CocV&PZb=EPsP~Y+R@I?
z*q)S|?Wc1L_>q{kl>@jA_zCOJ$p(HRZ){|4AZqP`sPnT54+k45CoiY&&#7f>1$IvX
zcm1pF&(hDEOiFgvhN{L6q&ncDxFk5Xps|Ys_@0?17y!}Vzr}w4mLb*sclky7v$>c(
z8|fe5A%e@Sf2Ld&6eMMqaB+}Qbue%+{#8-xXT{%BU&@|?^iOc5z>V1cNX+`PktBFL
zzu=N$CH+&%s)1Yn;r8>h#-Ax-fA%h8$;!?PM#k@3SU>;d0sr~0%Ktv-KYfgTw)-=n
zBHQmUhySI3itL==Ad0_p&$9Azf_n#}-p<DQBY24aj{z0geqRUtFJ9OC`#r8qm=tvh
zf_}}W*H}<ku_`Y<z7p;PbSk_Or!2sZIl`ceeNmWjWa7Mkq;0qVt|@8k_&)P>b9FcG
zbw;c6F}1VHQT2#`^I2x<a|`G3?b`E&kUWGuM0>t)BE32!|I?oH%p}y@%ZZmaYtJ0A
z-_&#Ha_H9IKty7UT}-xHAeteXB}@Q?RfSbMQX%oFGWPSmXTg;xXmjU%iopNaVK`)Y
zrlp=gft%$hcY)?QZp*l(toiHC)?M52Yl%NcgX?ZkK*TGb%IGM(eDstM-db-V!Y1Ky
z=ft~w=gesfZbojqpZ&hvIi;R^6m&ktm7Uyr*yTe_X7dtZuEvVCQB^o!+%CHl_uhMJ
zE^|@U2^u=c$h?)*bSW@LJj}$N#+n!1P$W}CRai+lzo)eo!)mqdd^UwqSiFu4$-YJx
zUUqq&qhKoLQqyX=tsbsI3MUv06MAsZ8w+*aW>+0yaVH#c9}GP0vGI9>$tcX^IBiWw
z?>IK_$S8LfP7AG_j~<SjPj#Rm{n1%F-~=l%>C(rDzA!B(TR6TID)5mEb$6Wd&TJ(R
z5wk-N`aDUwJ<O_udmMYNNfVR>ko<{nMOrX!FzKn9`TaGB6ec++f!|^L!e3PN`DZ3)
zwAw+1(5^VE3wP(NS56OFy=&?Y6$KL@RP@Tl(qZArK82mFE+hIgSue`x?B{YcA(tbI
z*tO*1k6he2$|w3|Q9VFzhn;I=Fucp`s&ue+cT<s@0-EdivE`$F%ZE5Shn4U-($gNR
zI^LkQmtLo*N5d-5e94NTdJKwsO<vKFx@a_6U;xRp;M28c=TaI_>L4VHkDS8wh#I&w
zUne9XRn_WE*siW7-+^RiKQi&dLJrU$7G!F%Cm=7)(#9gwjMfdS)@MP(`2;$Q?s?v<
z?V3JoC6?}Zv|;~fy4YW3n672PMaB({C8$a5P71n%V*rDyWghn?+a@0AEfmQ|(#=E&
zAie^c+<e!2f*zV`xp;*1Nu#-n0K)Yhf_jW9-W3fGFm1&>lsJ_SK5{!VucF%^rEooI
zIhDA8u<&#w@}aeSr_M&(=V{)o)e*N}+;2ju2U+%1s(3Gs1(>VVV<`TlxMG0(y2W)?
zV;rb^^G!MSdq6q6F`PC$MqDguY~!T|*N>age($Ur&z0B^mxI;)VeThA&+S7p0=rrr
z=rzA?N#VoP>?q{O;$4SY1To(L@lYfjrT{C{l{&}tm0*1|LY^1iP-|Fqz~LmuqB$`!
zF>r$6j}{l;kU`+s+FUyc`t<=;3(cmW(hyC3a4<rmI`)s>lgg_UQghD0v9Q-pr}j!$
zXEJ}tBIm&HF{ZZfA#?WxCaFNeV8AtB?mPh@4@SBym&#V%;#}uThs*u0_)nMYjzV(?
z1}8oUR-x%PGkq;y#cT9<#ID0au6k(oVhC!cOs-gKvbm&|_)OH`c#qmfGGlW;mKg%%
zX4Y$_65QrC-lYy7u+cdsZ?@|$No^-TztnM77ga~EK%6BnvUofIiston`okd!XwzC(
zc)*+qeY=XMG0jp@OyslQedF<_vq(OjWaRn%6aRIY{N7mXUTU!%I0x_C%%+bJoRM_8
z@@Q$1z0siZ{;2E^2UWW9c0F)pmKoLY?ZH^7a*YCeli|xn29SQEUGMp#Q+8WM*&{hA
zWR6cbZo?T1LMR#~i!1+x`6*^QqukmDFX8DJJ-JPcFmB?=8}lirHx(R10_eyfX@S5d
z=Caq0H0X>))<O%0lfK&V_3c6)n373xt(t-hhPM>D$!Ez=56!DG(R>~&lfit<bW?`6
z2VyvHW^QaZxx%uW96T>O&(#7&gZM~}stP8ohxH!pFKv2}Ja?m1qaAcrijF@S;^Z^7
zb5ehFFL}(%rm@DEMb#mAGOI6Cyws+n&m|t{jThT<e2MBWiV%vyaXpKpUnrkQoHGzV
zJxb#o)v~W@ip%Ykk<#4oxYTAD%t1H3JD93z&S!n_(wtz<+Q_m*f6a>yN`;R1_`tHy
zA$6!-Z&fORR<A&O?#;qyc_W4FokASFD?}=<%+_!sdZRG;4fOHHFMOWiuJp1Y9Cu+g
zjJt{78oS)qwdvLe<0lMpyfYdyha%^6B<@@hg_z#ZySVHgH{ix2w%ciDLNCJ*ZN-NL
z`*uRqnp|l82+(}3sK=E9ddiSw@0xjfAxfir-Uvc@H{8u@P+TgcT6TMkx}s#+L#;(;
zQPkMjOg^5*N)Qdhkr7{e+10%V8kD7fY8A{G8@Ud)eyQlj$Q!~=zdZk1jLU=N115>r
z-A(&wKi2zL<42a*4q8^r0|zGvxVuMJ5}W(M1g7(15^wB1Oj~f!gXAo4UiV!>i~L)=
zz40un{wXTC^3luVc_GVB4i+Yyqeot44?2Q*J=48%U0fxzVH}wrJ3E>JQlW<E^St*;
zYF(5y+0DuM>=M(B8X@Zl&U`Q6B&|aHZ`kk0--*x+uDo!fC0JM_%;_A1N#2&gz(vkz
z{su@#zgi#d{EiS|e--vtm}Rt=hJt&GTKnR92d6?}@4>z|*QcpEs6s$?H>YwMo(HCx
zF|xrT1WhMeKY--@@O);Im|7rxkfib=VdINPj1qMy{1FH^apHtlWau}|B{k$;Q{K74
zkonM`LgT1pcLvg?n_l-|j@`i>dz(dDtF$|s;JngGVYI(`Xgn6B$!dA{@D|XMCWM#U
zlRX@X#Z>X}qmb=>{xerK@bgj<%~u}!r|MOyw*-O(-@6`ZMayphqyU(?qSFOHLr3I1
zT=^ltHwo%?$;;0i&i6*kyIaeKg?sSK<WP%&;4g<KO*WM0D{yEb*g`<tbm#r_FLF*t
zq_4Ue5`_IX>Il4^SbUWsEuI%I<{e6>mvW)U(fRH!jtJ_{RoeCZFU;9e@a2>F#P*^x
zSGW@1DM3;Zqb8ZB5!`=E|Dq!t`dLeK#Zvu!fY@?>L&L{e6;BO6v`-c<ZPpp^(Z+xc
z_$>ldN<PRo_=WeMEm%#j7rRYX{B(xWi8rBDZt8a`F|(tiW*W$M3oJ0sdcR3G%TO{;
zI_{?qb5Gn{>3G4bkgmL1@m5gVA(OQ+NV3VXcgoVX|JIczwx>zL2SOJcljzFtIZ!X#
zsM)xZch~R=%x1oJyVa>*HmftPZ<WmeCyOurpqTpA-GRcR@>4@OePa%^jv~v|$H*An
z;%4UMaqOgYHTe^M8<QW8rSR{d&c~0$EMjK;05wQYEjN4k4v;&~+QEH_Pid{Akd)!$
zQo(hot5C8rE~ejt#P(X|;P7|T`#P_kwIhrJ1`m962AHdht-_5Mg%Ms7H7+rJW^s8u
zf7CG4>4aZ0-5234C(eV063G`8gNXE-FzkqYwT#KE?Xd90C_&mK;r%@nq_A%Qj4C8R
zg!1hd4~ciNwo^SasZ*w0bYfLT19u9&&WFfRgD_O!5G(V8dY|_Yw~yGk+~md_B2Y^Z
zX(Ue%v!=1-Hc5t2$*c3PV<2HB#G7IGm^<etEH}K~;NrsjAd%ewUjE>5`fj+AM3$aY
z!{MaA@>a_b%_SN`?kW=s&ZZT&=8R=Ul36xW1p=58FkI<3*sbIU8{{E)z_fk+f@(t7
zh8LAoqJEmo2yMV={WFdU_4s}&p*=OftZ?CK>m8{^N{7f}*sF=pGSv-vd))fo>13AF
zwO&&W0Q+KH%t1)17u<Syl}Q3F`qPc_riXt0yE(~=qOL{p@6X#NtT}}?I&3JYnPC#C
zb)s~)*-8QA4vA`kHl3OUJ__eoww49z6IN3vxa&cSdD7=GZMJU=a~`Z7>agI*3jwvE
zxYOKLYpxsPv+zWf48zyiP&VsKMs#Gh{L7AXSMZSj(}Wf==1U4g$Y3(~Ln1KihO?t;
zIIR;)QzFW)a|VQANEDjy4S{&8cHNr92haDm)_2&XqKQ2}uW#K*3=GLkT!_ICuQt!m
zvD3fJ=^2Yp<^l2MEEJqOWt(#Wap3YC%g)3<+Whc8**<|Ku2}NcAQ71*eMLPJv(PK#
zgD~(kjGA$8ISHW!gNvM{L%?~`S*Tjh|8dKkpv$wRaMifeD+StvW(ZX)zG-1O&^_-_
z2U<3#wdXM2RvoVm9jf1OB`+~mFSmy`diE3X)XC~V5-lynzTo{fdqmd3nEJFd+yJ~P
zwft%3fY=jW9GSdit=$ysqE0-FEV7P!0^^8Rz=EVTfFVjX-myE3h6Uq&NF{Nfv^v*i
z{Z?HZ$rxGj_ak1j4&`tP<FBQ|YJL=$!JtHM;fWV5DEBXqh=R*-m(D1mT%@^Agy3AW
zzSpOfv{xmFBW$34;pO)`?Q-$Jr*d|Q!Vo4G)W&taZWMG^(4RznBeK^c8v4bsZ*$pf
zvE@LMKe_GpK&KJ+L#9i+-RuZnRS9Q&(HU!gAJ0tcD<#NefRp?ulk-o}D?=s*?ucMh
ziZDcbr^F;~W?n8rlI({W03-nE6|@R+@|)9&9ys@_C{<~uhi&XAC8QV<1ml6U{C@J~
zugOI4#9N9tuQ&9tl&raAp*YVYh>9V-QoCc&GQ&TjC;AO6c*bs2aUy~~xmB}vmONqH
z$j9z=dvk|=IzcVOprlYje+Bu7+)2;k(&N@mCH5@$DuD+aLhB1nc=`|21HG|$iem~i
zY<`!M7-st#!~QY2Gc1-+uEwf8uPUY3c$$0(P2f*nU&W<Nz#wZ)CjKaB%1z#=<FQVr
zEyY4f`O2hF0AG}?_{ovjv_2R4BZgo1d7P)|7a=<oXhr0MFLmS-p<1r`(JNEbE@%~T
z-(H;bQ&;pRFe*6IsjME!NPjh-iL>EhVYeWLwDIJ18)lw%`hb8n&YG3i(4jUYrewPk
zi<F|-u!T)*dpJWyftH2E6XuV>Nn?pA(V<08=7V+_KF+;W=f!7tzUeuc7r9u{UWkcA
zm2=K~d7xtqfkk^_gUj(ghM9dT-yN;Y8kT=VkrT+PnSP<X+0*+y+EI5XHA>s3gzaSG
z;Fc*8{eu)minNeevu{4gjK!0t32B+f7v2SpgZL|R7xTMrtT4Bdo^lH{4&R{dTqe1*
z8hz+vh&tSC*p!$4mE()GDS&ZxtdXZ`P55t`pT_C$LZ!P{a1Lil*C#0{$z{dw#1`Fw
zrh_T9Q##=NGbUqz8%IIO8*ttlkF8nmH`JOO#Hs8?nF8(#YE0M9G@c0^s*toktW3*>
zc*MiYdtE{zAGNaVL#n6q+wg-zci=MA!1Qit^a+ZonxW8w&s&8#=Cg!ec4{<0!YV15
zKGgqFZi8<GOWUBRyq|r!oNJ@F*5eXZ1*2{eOU&?|a+RPC;)#saE%w#Y8}Wn&aM~CK
z=GL(EnjxW*{g%eFy|Gl&m8Q!t`LB+28mo4=8m%`%Pu~nqp`+tuet&aE+o>zJZAOT&
zdIMzCtbh+@aANW~d6TWqPf3>5fo0P;XwY(U($i+>9G|VC7O0zugx*t{^H~R7OacKA
zrseuF_}ZtCOmZ%voJO6>M{FA588b~${WkT4NIHs<np{@6qC&T+P;O_tJhEk?$vFKh
zdY$okk_PBw7Kim5e;;DJpe(NSvP~}ZMsX$Drv1Q}gpd!LuRs(U7Q!jCC(M%5$_5hH
z!dEjY3Fm^5ffqylPNk2ZFsWfwfb4?D36rZ$#!k7@mtzF#i`9f>mvs%o0@U$Fs1t|e
z=67V7NXXD|i~v0m=nhqFW3m|zXRd69$K@S4XS&b)xn#b^L;UBjdS@5c877h|w9u<H
zO{b&~-a#)czFX)3q=B|R<O&6#bQl1F-?(ldMS6b88s7WCA9>7SkpD(u5q>uWwsb<h
zj`Jn@H-dgEz9<SR?q*g*o)BCg3|v3Ui(rJM34Sx16C-)*HGVJ{6Qh-CMcg{{J9DsN
zHicONz`FXEs9Bg1l75?2^cd3IphVBdyUTB8luonMo(b?7c(AfIIn~L5D(Ie&)GfB@
zQTDo`VF)E0!;iI5htUguo-3Y{Uc5%DhZ1k?{8)at8C@|UT?xzrVXQEmv}Nt$NMwRb
zm;<WNqux}B^0@v$x)J^W+nbY<E2cu-NP|H{6@-en`-7(w#0i|aNE#EG|72N?eOstA
zf0U(`c%kfv^s;MO#Rk0t#_H<;l4lYT<yc&cVy8WmIXV7&MBg1!{vuqjfeLnE=q||K
z+ZSChuPHJR!cbphLngvp+FWNi2N*c<J74amb>o~=S_ryxqY~V(uS<<OV%*tyOOe}*
zDXza?$$C>ZhWQ#198;E1$m=1rA91TYhxpDSEgMnbuIGylbIne%LKgj*IJ#=)0H-uz
zK-xusk_-t|h%TKHBw-9mJ-?3&JcY9TrW31^f4G@x3892Ygn!9n?-HMpx&<UIna~g%
zA(_p%<grKr`~;vBdIkO!ih#)bTv$PA0ZBseI*Y)zg;464RiNlAE`=bib{?EIXRi-~
zs1^klRtLPS{ZV+q&V|}g=EymTYo$L7sKA|nigxtJ_-I*wC#i)bDC*ewejKl=Qvx?n
zb}6t=2Xcwo&K*Y#5{AbgG0!MFG1^HttOtTxDT5r+yVAD9BnJT^MA{}7Ihy(gg_E`-
z*r?v5+4egss~v)2nVX=EL1gfhny*<mBjZt9X>VwnoR;naoT#D_Lg4^4<Ut&DE;hQk
z9;scdS)=ollplUXyD~{whz`pG718ZOlX7`2aRq@j55Dgd?EI^Y*5iZ2OC3$?)glbl
z$0{<6JVsdw?(G9ueF=4BO%rxn(tFHVodp5R%g?%zr!p$Sp*g%F4U#Di@CU^Gy-h>S
z$NfCmsT<+rZ8dq&O6T)Aoovze<oo&1dQtSuok?(TUkmJjWe8F3d15R^Od6!9mD7b<
z2GWF<d5!3`32D@5o3QdR*?SK=3=dGA!qOXy^Kj2rn=ph(*IALQ(wXc#^6gzs+rav7
z3ql%Y*Og|p`enCgoFtb1*So;_lUfnr><cX|I|O^F5$`Xc$t0U;M*XEgt(XN>T8k2F
zRZuB!-bD-?Gn?p=Ee^5RIE8MKT{~2axSoHDAs2D+K!be0i&jIwUC1EZaRN7Nd3p;c
z+cpedPIW^CP`u2i+5*Fmrr4}(`k|FW*|A3wSy7nd@`P@}oK@2hez`xAYm#uAsO13u
zDF5UmkAG;e1C#`27qvPWe-{K>SgDR;Ok^8g=8sBTN*X^tfjtJ2ln&9A<a7?{JesU$
zc|=-Yfz1WeEcOKowFF@;fEfQv?5pFoaZg3UmRbA;Ozo3gDKys~$C+Tsm2Cbx;7a9(
zu^Qq>^}IHlBKx8I_dN=}tO+ZlbJQZZ3{HsHDs0jrO12%{9EfoAQaA@^>5CKQPlAy5
zs?~dPV`UjL(F~kry1IJ-7ic%G)Pl2l^nQ+8a^_9SW4uuu(9aY~n`S+nGn@k=6mxi*
z>=E^)Pi(;gg+U`buHAUAp$^9MnvMw#xHe*QSaO5VkCYZYxacn)4G038cVlLyzG2nC
z5Ge2Co^}(!QCK3(b0%<+B3BgmT#EJ&Q^j5fS(Wg8h<~pOUn|9ZV}80?&C}}5#g^c!
zgb*O1C6<6Ws!q^`F#Pfq0U;Dh1&l@ikWBJEg|CCdBNX}X#g|tLtsjOKL@u@xD#~0P
zZo-vwZ<f7;ywdSGXBh6nM`R$VzR9F(SblCpIpCrp6sJl5W?!U?M#wUujg>6i{_wz{
zst^nU&q(c&g~B{&V1$|7_vm+|LHx()lEl7;dpF%Eaa+Wxe&MSw8cIEwAvVLhq{Hh$
zk;58?bW5Qo6i4Db6D$f|T@o261HCq`^8OY}fw&u=8f?hYI-<jEjcr}M#uja5`Ndl{
zzxEEx<v?@cbYm~m!YhX$_vDJ2ZB`Ik(U1#yyQ09ogE$r!TPEGDba4hSlf~f~`7Jf@
zWJ5I$Q1fqpg7*>I*`&sI-h5B|_3Qw}S?`2QDGv`~oB+l)`{*pvta#JY6tupK`aq60
zq#>==N0vm}rtA@Nhnal*-q5E%7kJbZH)nN}<>O{AOu$(ky-(?fLBREKy}{Wgqa)<)
zRj=j;jt}I>ZL0ga+c;PT>tZj2`=W`CdCTJjWo@KwH4tHa<WY_h+YzIOaCwbyUfbW(
zp$dvl&!p85iP7AL=wecccQ^ug{8ZH&k@7>G!nNFMX^uPKhp{Hp;_LEZE;9<g4DXZ4
zR<^%SC588B4l({RiB9#k3IN}nNbp&O7owLZ?UXCGEO=a>Q;D3#XaHX)LHGsFVUwWb
zQx{JzCp<YDnz;iylM|5X`UA9NsUcY9uZFN1*jrN6gQR+Y4&OpY635bIJd;gPAaTiS
z{yKq_=|w&%{=wmM<786`{pkr1Lj)mjPSfq&a{7qt@Zw`?6>~~^hwHm^ZcA8;H)j4c
z>R-rvTix)Kz_NRjO-2ur5rT$7>Qe|ZowRtsAf1k4#OjN&*Pbl;U1}xGt7)(#6YMtY
z8V~MJS=t&-kdlyO$!-C<P+25iORjt#&$E~b@7cSsIy4ECZSi4z-`5ONX~60EAqTy}
z#2qOq6r#Uce(6g_P8}qSz~vsFYA}qJvBf1ok0YZuD7Q``s@^iz4cNdwx3$?}n7qpB
z-fFdFvBP6VNo{<r(D`De{9!3nIw8eUB2-eur6oi#2Ob3_y5-&bU<}55rLKvNzR7kl
zc_U2TKl_du95o1Q*E{L%**YJ5?WMOWP>lbg@CHWy=k7rGlY}KLBmT+K3E-gI0{7jA
zsV*#vS-Y+(qR#`QSxN{5Ygj#YuRlW)s~TZz%cer?;Of9i;!{G<-h?Sc5bRJl_1<ct
zDf>a;fb253zuuIlk5bs-EG^?vxva6~8#33Uu%^HreeE)9WwVKlL86U%;adkM&rBGY
z>-(8AegNx(53DRSEJc4Vk%SzA;CjN8w}e9iRE;q6W25BD0@#z_JBhc}%H)pr6cb8D
zBnM+&xoh~!(ca(_Tqrmarjro5i;N+K^=GB+(7cvTRi(kZWNzSz7s~V{YY$2W%U;k(
z?XI&++=cQ7v=8RRy=Gm#lDmaiEguxqmL@LI6`Lg{j?kW0M!ZZ@7Y6Y&oIkoAg@5Ut
zaP~#>z;f*BhJq*kzqoq~pg6woUl51E89cZT?gV#t3GNacf?IHR2@ss%?hxEPxC99v
zAUJ^pC&)JW{(gUX@731Zt*zRvO;v~6-E(Jpj?X>!oDb|OS~i6R94@-Pr`yv{&b231
zG-ULY%U^U<A9EB~op~61;czoA!RO$-LChru-<hsF_CS2`tF*>-N`bD>16+QIT_2n%
z->}yb<;$-bZkqvK^J>3!4lkAJlr*7}6oaM73=KpLtXuBqHuOOJRe2jj0XEjE!|%eB
zfC!jWt5$o(fazgE>fc5RV@ic0i4^!hOM-@<uCy1b@f1Ng;XV`&C9{Rnm9F_E_^f)d
z`GantudN{UJ@4Z`!3)8QZh$01<-a*gz2&Yi48w(8C?*~)Da0DAGou-J7s>qY9>qG4
z%>p9gMPlIi{3BuplM-J+4Ax#upzn`!>+sMlam%&Rw`l_G&@((p{t7Su#CpW_@2vWy
z6@?(MI7U=nkWQ#ygnrG5*_zn8Evr-q!rAQL`J-r1NW*Kt3-7ttnzF>%TM|qBhcr&2
zfE#4<g@1>o?w;ym;3aR8%0}=(S`1c;AX9zEJuWU-(Fa5qRro|~BbB=F;aoo@ox?kt
zo4Q*P1b(>xg-BM}q&^=<grGNs*4d!nY+Y=5K@Ir5U^SCFab%M}7x-D3{48e1h0;!m
z91s}Qt+-yZLeeRL)J-T#o#l!r<7z>Q`C+V0-t?NEyxwxnF$f6nX_`%bN#+e2t1U+7
zDxlZhe2?^^XYj{Dhd2vv^JCetNt1I2GTU2ylcbjC0ugrduOLwd;QD}?(kR*XhytoZ
zf=qWlIpZ7PJ0Q6BK@NDhANb$5ctY|!%T+xBLpKZH#2UTdmt6dT_GZ8NY1pCZ64i9P
z9=z9Zjyp<krzI2ZvZ(H%@&R7nEsThc|LtnnIaKnQ|Lkz?d|JIvs}#t>LH>IP98l@X
zxsm;&0&Wq;B9B4h8IvHk1&RgH<5I3}AL%wW`04AXZjDh5L3UK+NCLIa77$G!{J`Go
z#5sYdG)OvVDtY`Y@(pHCqOpqs49$#O|IvWSiLiSH#xNDuYja*j*#UA@ao*@EUZ;&j
zfmetqL-c*_rqfR0IG=xsbD1Ndg`C@NMJ;to4v=r(^(IFOL!rM{G4A^XE^g9SIOwYG
z!l8CpX)RABQ~d_=3d!xc`Orv@tx>A@`8S0%^;nM@1zs&k0S^-7KoS+=xrkY(_jWY@
zOS;ksuVR>EvS1M(BVUqSAgn#32Qf>eH4##LoGpxnSKj=GhR3B|ZOq?E3sYlhO-gHU
zxrz3s9)#Q8LjgSG*c6UVXPVuuh{l6~ujc=-#Q1;0cR@6d*xb6#*rJIyXhohM(w`dA
zN~P-W3C?6U+dHm17%aBltP9z%AutObSB9QN<#*NXR%1(Bfy7`-iB1waA#otF#pjiA
z-(tq%7qgIuAH$c>_;SSg98LErQy63&DXogVCjHrP8GL*-Qb6ZM@R@C>RH~~{QIIYZ
zGvuv@1sNuFUqH6z^(UaFD@xftPa!dhii3E-KOMdLryNlP!QSt;j8*OMxHNSU?Ol(L
z1D@PfwR_HD@+xwo)7Sw|zpUm0_Id9msI(M!Op=BCZrh!%kvgI65l~|F_1Ff8J(#r7
zxxL}AXTbPK@isVDbu-z4x$|^EuKo1i!;nhq+e|Q8WlH#oFnRVbu(D>#E4sE39`~Oe
zhW#mc#@i}iZ%KOv8y9EBVfXxst(%q!zt+cd$R~%*9R5UiM(%?!5ssP><G<As_UA5D
zz6=>8PKm1s@631ZK3H$N`b)tW_=PCJD+(Q0xY~y(!SEj1X^bbU>rchDCVUJG$Bqg8
zWJ5vnZGi@Eu1f=kFAW{iKwF?#bVaB@+32+KMh_~tNzmGcdeXN}d1?}cvV&$uows}%
zb@I40n3OISU)t;sIo#8~%M6eOG^y5{cy?vdy_@odo7rfix))Nl#oFgm^A;ocY{;#2
z!=P1WeRD0kpE*>U#$qVm>_Q|i2xL}jJ0Ffx8A(rd-5iNUd+61uLW!W#O^8dB#Lu6E
zJb&z&Om+J-I!|%Izu(>3N#(bV@UBI?)^IzN!{n-aMO}z*Q77lThclJI5SDDtU!D)g
zb#nEd)oKJJ`C&K?M$<NdfT!Q5GDW~llTllv(L0xv(+72^zM^c4e4apmyh|&-H78fw
zdW=vT(nlI$n)}`7JBhgD>6cY##0QYt(ts3sL9_>Sbkgxau|{G!=Qg7iwwg!%4Mkut
zg==4QrAp+!Bj<61zf=%)B-qr{v<#xeI-4kv0w?1XRiKh1fX~bupmQo=*URV>g8zQV
zktatD=8<7h^Rl?UGFu%TlEiJ!lRY71@h0)rZ#NxkH>B#|8w+b;j7`BE%|Nt}H*{p*
zRPq9~9Vm^-Pt3Q-@!~oW2Y=YFp(fsV=Oe@l&2rR-ZWmAd87%%3SS3UE5Dg=TNt5?H
zLgpXLpe}{LJ&844+bL%-@wLXVqq;2EW~V+ltUqDH9c%a^BZto%4^`r6?WZ@00kK3m
zJF=Vp#Cwu*zutT#m+7)dAD@Hr7VF3K1u|ClkiL)FX0-q~=rXDJhp+cxln>_jBoB6+
zZLTm<SRn#?gq8PIP}UPOXHh7sySs0_2@X}=&Y{^`eY=ikyzQ%OGADC7j#<h#FMb|o
z-$22Cpp}n(c$cCXtQrKf&*(kUs6D-*1q$2V)Ou!F#BMUXLry0Yf2@of<GPXTEf(sa
zdUQ9R9lJgiaN=?wXDyewD6%xjE&B2y#?YGDDRy@Q+Gd;X{DXim3YNqcT4+Uf(`8-1
zQJ_4w6$l5bfEfpWnfI0Q<`)4+i(>-eNGqCH_}}@;w-_&vaqiz+5EkQXF&<|F#I?(B
zw;uy>$GSjiHI|qY!@F|H=0XYYuTPx47~Av3CNo`U`=#n@0)B1Nd^K^w#+B&pX)?<3
z$z6)&4`w7fINBs>_}-@+gOT0EZ+hW808P#Y7Y=RF8yewSB8gxZY&`3_eQLf0L5?Oq
z#j8k@JaIYNzoCA43eh7UcYkM(?7#p5Vf)*Su0K%N^Bytk25WCGe%s!oKG%SMI$)l>
zRYfv-TQ`zaTcw0S#2+hQ&Cu|Lt5b4m%CK6BIM+$LeS)kKNhEkBC=1C;vR7@3#1tN`
zMP<~c^^ptx=Ml$+F44AO_ANqstlOgf{g*EJAnF+K#r~w{3~F5|n~eWupUh;|=Q>-q
zRw2C}BUs~-*sPPYu18V^m^N>vs90%>vrlI0lIts1CyrHtBIur)Rm?^`-dSGqgV<XY
zQpp(|Tgc159cO!gQaFAzAm+?wBSL6Hvx%vJ<+e04{85LlD<WrtOs$*3#^Tj|-f$RP
zYEvnk*aCGAo!kZP?vIqLH_1;(LAC!n7?cqdL~m4d+tyfbs(l{TE4j@ROqL^)zP%on
z>q+WK;u~>0eoA)>t$At^3~z9S$x<bVFr_UEfz>8`@_1Mb<ZnDDSvib0r@9waOyyFN
zuvOxTh`j8Ka86CG)I^;>VhYuVnQoIXUC1U7G3=%|<t?By*p_}5!U^`2fJAmmrz6D<
zIf_{1DGl<2Z4tVW(-?wz6C>{zyr7|R0epm18oGEgTLg_vtx<Di^u98~>37kQc(z!2
zu)XG0TFl!H{9k}9+Tn73a)=#vB(!k41sW*~6RYs^+(Kpdt9vy&oi-fY65dN0RI=~P
zeP2ZE_Lw@Xd&8^Vpi<T1Zw<KgFX?rnq(3@}BmB}dcpfCe)D|r-6m_S67r0%@d<kBA
zji}hlrd%eS^2s0&#@pzqMK4??a>#3^2+6s=_4B>x$WSX)Cd1%ctO)jk(ablD2Huca
zJ9sTa!Q!DQcxk7QU7pt={h1*f;rvlZ5$_m0DI*mXEXDmzZz%H6jPIOI!wB%#P-&*<
zOr?e-p0;Tp%>s7(G4*rpsCFZoFN4^GS)bb42iCfJ6At#5fwdLo&v5tTV!B3ggTBsG
z3vlqepPEmp@n?``Z8$8*_ybbOy$0z@2VBqm<NoBOMwH_@CLW*Cjtwp>6~%%>2jJlp
zgG#^p9r2*mHQCKidERFWdN-W!sPJ2>nj*-jF~uPaR5rK1`E7aEa#G+zh!8*BeOV#S
zfn9{v1+8ilhJ=GNN}dNzni`tV6RaiG<(VGw;a4xU-XYmeILvb^{V?T7EkWZUBkUq3
zzlxCom=OG<_WRov6Lj<M;V`C03&Ku!BqA3nlj5YO&5CFVa?@x7j`NAzJ++t+F$3Ki
zdnXiBI;-Ht#T?tvwL8~43h_~wX_$9haIZ&^qM{$WgSFWjA3?MO9zW}?Mc_>byu^8)
zK47~Q5Y;gbyQlYJ+K(jSQ?pYJb4A9+${_5_$rPH<24iBcNqo=E!J<yC=R)s0TN!-D
zd>U`n1`~)|p!OQ0V{7Zc$x*Gz43HBy{&4j|_31w+wCSR+cjo-4$w&QxLw@FT>`bc<
zagO;_s~=LuR%o4Yb1nUAtO}26eiL-Z4ae1OzU#<ok;i_<?l4cnfzZ}!%ta)^{Y|Xr
zjCQOY?d__MhaJfJ2oPui3O;1fz>Ao1RrO!DImgJ<-`D~hBsYoLu~Zbg8=U2Dbl<M{
zu{UR#5VDQ$IkqH@Ca&og4ph8G^4lUshK&5At%5V%m#Q_nZ?l1KfwGg7G<LRimB^lq
z-%mf`%MLt}^t*iE_Cnwx`JFZ)(SQE_9VT4TLIh<T5)`92mQno}c2SnR1W#{eo(dk4
ziDW$zDl}oy{GVBrC1LmVd%9KQ8r9+ghIFz(BwWmZ4D#UQ@jX;zAUX3D6AiXm(x>7b
zFSt)aIK6Rb(oL5d9b1l=#woXHRm1W1D~8F}<6XEh3VDul3})BuSGI}Oh4j^WZ56BI
zCnfx>MxD!BY2k$PZ=2=i3V70!OQVJSu1|C|`UrYlRHHj0PCT<qZW9AF_bw^;YxLH5
z6|+Lm8Gm9Me4xxr-r~ZP=*8m>57A?ootGu#jcarr@1W$vR53aQL!ie95q**|e_BO-
zLNW%yBYPMQH-CWqVt~x@rY~ta*%?)fm4NUVRQm_dQBueo;wI>^!8C)F{9aQ;GbXr3
zk;t3OYB01)AH`Gqjs*|c%<|x@3RA<y4BCUjs3<l%D53+wikRD|OA8u2ATc(qY3CGp
z6*$<P7Kk&K;KQ%ru(f;0m|q1gZ_J<TJBg{Vv#5`g`XzE1S`Pi0(u!LoVTSyk>$uJ1
z4l(u*YK78ieuubKpJ)v$tK#<8#2@Xpj2-Qq{E_6z$?NoZ)xXh(e%nWdM`nw<jz^xQ
zwI%0;jfpeIPr;mBZAG3Orr@kXGI*_Ky!)pvn@Fk7*qJ1t<cwj;jMpjT;vLQ)5u6iB
z5{al53_)8^e^T_a|L+3lp77HU*)ZF%bF943L|%j{-a(Um@MqIWu^l=_EKmh5B#5Bk
ziTavV5B)){4RfS=I){!m3O`;hrPno;GHZZUc*B8ksY@S0iho@$B~VlKxaze#Vos14
z7`j2#1@8xQrQydJ&B8Y6J_w|rijuW41Z<s7NMF+oRRSe}q`rHDi;GYzaSfgJfJc*O
z8+X<Q{+TP4rmslNd&%y7vf*${QZ$tmaTpnc-?j{YyZnWOYf`0*b@XC11l}7_cfQy1
z@##ROZZilL!QFcES5|FL-xW;Tmp&s2G@RN8W!#!UpJjILEKv|~*)l#8A6Hyi<1&g9
zlCL5~X>2-kT!^mA!3>g}=oY-PP;RT}Fy{N&=JHfJpG;4ynabV_1Q;^G_o?q0FSR<`
zq%Y&TU~w?%$hfxX3cAlbN6*GV8X~?qSS->7aC=acYp>>nf_+Wc<fAgw&dxA3`SReH
zguuk-<A|v+d*;sX(NjdJf*4?H0&kiNU(rkwaTS>kq0{)VvfuLGcAe6p4i9e~A5CN7
zUq-S?%qS02!jq}O5CnK03=^)ZlvtZto77EK3A+jBnVyT-#edCh2syZaiUk8$bsnv`
z<uLHHQ3)qI>rrnpV|u*IfF+CIF_J*>ejFA&lUHW&cXyb-VU%IV!$?plM8l!Mx1Io^
zOZ@?<lqiTA9bI?3ebc!sEXV|9ZNUtyphJQ{o7pw8iOI5GxKT-UP>uM9#f{V-<DWeU
zJh0ai*-`b!a=s~)F7Kj;`#Rea&Q&0Ej2P>qvWKUWWu6hiVEZ!W5!T-yUD2JJQGE!0
z0~>I9aflnhG?F*1$^9`>vExjWv0htsDh;d3FB+J3jMW0Yz*1rrE4Br6B9t$(WB<g<
zGs??m6XvfUF7#&6CIT$&meXrut&GXQF@OPV`4QhFpxtnWh?~-F{S5t~od;)}AuO5t
z2S#G=r!Y{DZ6s^KM(`8|j=U&V_~?w}O6LJtO*|zOm@mp!?HFvXUWG!Ae~+88O^x;&
zik6MS=uS5M9weW~w@+<`HvTCx=z8GR0a$N?7k!gLKJdh;tqR+K^h1qCUX!4cG+x~O
zW8!BTt>6O|9lmc<qeyJ~!^&<_cj5RSUTeb3lPfwO$E9udNnt8y+b_Gt)@9(Om@uiH
zB)pACY%~$yDlba>5eSC93OP4woD-8LrdkY}N4)noHmU2xm+%)z*?L8y5y<diG0Gdh
z0@eUk6&0H_gx%8iGgNqxJe+(AiOI5&o$^XNLn_o(@6h`iot#ez8{7L3XkER}*0?+9
zVf!+Cy@m?EM@B>(JvueJDfy98sM$GiNnwy|72U8*w!*Jw^=@?BNcZrtLV7hIn~Fnx
zPrQMO5O(%UxJ32SO(lCgZV_Zrf&|{!&=M`ujwY=9b~UzU0{b+i9ba4JHDy#tI%2R*
zBtN|T`7kjKygh#)dRDMkA!bn9T0tm8)**Y(UXf6G07O&g+&XX6&x1sSC{|FmIFn7@
zZ5kQn^BgY;a`#BQs?+T~Kj)W{$D)tn+Mp*7B&NNluK>G*ih_6{9Mc=#ukesGQ9HNG
z(1wHen`@<`KHDwsP34YEagjGu$4bVL`G=bQy21GL1z=`>lL@IikMCe4_)YLQ96Nh=
z_0uV^apWj^NCfAKt!()?N%0%X`Dy`J6t)~19=>)g%<9&$6Duj#+|lg7nWON5HS)d6
z$dEO)*VMS3s^nJZ$byS9L|kRCfbQ2DIMnxVw^r<{@zZ_VB?)YCQcDe34>2JW!S-7)
z&`<?2TNb6-l5KC)U_{i#$D=nWJ6l_Qn($`P36vq<qd!chzNS(=JskH%`iMf*JLDS#
zHXAUjBd0{vC&ef;#|M&TL13j=?ax3$(j3A+0m`RSeVd4=4Z%A4m@eYI!pwEoOH|M0
zO?3Ef+&WB@@_+_T-k{rmJknyB9O+s@Rk{$)ZBI+8ZD|Y<ZjCO~@7UPl83&r)O7Rl~
zo@nROdM96#Wn5;N+<dY8wBeiDEf}Z3{rncx?+a<hJCiWoZmAl$5w>gazpzI)ETI_<
zzJ?>@QhjLgBYf9xk14s#pL?N)7Tn+>*f;n)F^qwO%ItzzD>OCM#b|V;`;q~DyrCM#
zcA9douw2=3jMKs&j7NNpUQ1=LjcolT>$g*fxEp1(aIx34tmxz+uQYN=l)@zvYorO;
zW5+i(NggC1Kc&!T@p!VW$czv7HP`0%`Jf4wswbY0f?^G?$$1)vzD_57Dt+E)U0M3Z
zt#rXr(R(ELrFZM>ofSuudmu&hBl1FW7EQF^+=Fg|PJwjK5Dxe<V~f|4W>@(rWvS_A
z;vVMl`Ft#wQJ?syR`okqIp~+jJu%5{=@igPkj)>tqy8w2Ix7)~)Z3=o8vFf9U7ZH@
zmTFa6R!1V;NIU7u5z``-e(SRH^yLgh@#s=8&j8Jc1_alD%i+@0o<8h>>|vj@y|nU*
znG6o(D9sf!1XE)egs%}F1<wk1cPXD7Dj^+2?%NX~@QD$(XMVum)~9E|&|jjLq8QT`
z;hg;z^PTSaIdrLYA%k{rcU7Wtd-Z-@jZSvXuC64rT-<1qkr2*(#CLi_)+luV^(CrZ
zWlXJ;uKvDEwaIrI>;0##b}tf>s4Wj7wJ;@CNm?HFkVDhW*mW4u@;K#94=^29HmR89
zo!BPifrVUH>TB6fx=E~8^G*vTJ?2kX5A+;{IXD)~(DtzJee~kpO*x|73o_v@zqA~Z
zxcsDNFRu<%cWHU?R))kGF3Oa%6p6XZY;`i2mBGL+!flJXUus{P9acvYvSvy&vyO~4
z_rpe~Kl-CjL%66hc3FFk=cd!Vzn?~*VS-ET_8na<r}^+mjWd&P3D$*l=^PPw=}hE0
z>16Q9Lgs+ViZ@-Z`#gPYpnPmnQva=9=%)|yk+Kh-n}gp8+%^4Wf!YRt-b0_!Oc*0I
z(ZW#e-MI{I_=iNGyyU@Y?kbTRzOx`u8dN)4%xQ;wO99jh+<q@Qrm#cyk^*KLB`H`f
z;+#tWbt&fqa!V4xI2xGQNtrfPMZfh@+3`Ihxh4V_;{r3iq*!uvHF_~#YEv-i3^9N)
z<IBuw1OCR6Kr(gU<H?lUNgGN6wO?l9wz*j<LBG^=fJCz0ge;VxYhNli7+nr0GGYF=
z9$fUZ?E+9$)54tl>;P>4naS_i*gjg&IpNTt;~sI{bic}kxuJ#c@9!T=W!z_%g)55M
z4=C3toyrlosnTscxqi=-tCGb7YzZ>>N<8hiv|xw4mW3mm#p4i-LoX;375XKELLxka
z(`pz7vq~y3((Q1LMzO`6F%u>e1|%1Bc{u-PN=@;Tu%U#c_*AB&f(8_FO5}8aR1BVG
z)CrXgG(Pm#GF&`HEhgcP+T%r>RxA2M8U;LeM!wQ&Ccib|!<qb$l^`8g949O!4O`6|
z0nhl=nxhpi_=gCXv!3Vf_N?rAkm$$j)7479z`}E_ODIZ31Ibe59B|%#J4h+$eJYF`
z8ckkfRN*-?q^dpAalL)L(zSG?m_CsWM>f+)vwjCsg_#c@7pg1Op87ruMh=@MuPwFE
zi6;R85iyJD)ho)Mr^S^rX(l+b4G>d!WW=|7A7~UBtfp%ixVR*#m%(#r>lZk(V=wnw
z_GSTW*}c&ui7=$<n$G>DYElz%b@He}xT1sQ`od@^C!C4{(;t*g?Hm+K36A4rkVGH}
zqFcwnX*HcYdGTXBEej59QtEb~V8L7wST8|I38bZcYq>X(;r-$DJEPRenf6FHBf)k)
zk$h1XF;L0Cpjz3jsGdY9fVnL+5n3wBAr3;!o54&vXOw9<5W$f(g7kH!OJV?TIjy%q
zrNo3xEszqZT5*uy7CETL*KYU>ypJTvveaR<`DWddOj`XpgI-8oDQK`jltT(M`q}<l
z!ysj*qqatGEhNzwD5ffr!_d+o$9k!d!iuWRTEvmX1Ee&GsYK3G{r@Z1%T)7&=>v-f
zmMqvQ*X4lHvY^&tQ2>jP#H8;sIY9{sO8?9aDc~DE*BEuZI$m+y==46=$_Jc3i*d8B
z_A<-SMRNuAh>HD2llS3=V*M6J0oT1)iC@5WZG(24Z&qMm_tA+w7HPJA1uQJAQk731
zGim`WZg$Fk0?$DyepWkR;~fIukn7zHi}Ud!GgayF<^rSg*TSfQ2=rS04#%P2xHA#7
zCr55xj*41edkZt&@5x@NNxqT2A)tRI5A!`}W=`c$mDs~dX>wrQE?B=0+Dl_KZf3T=
z7)Tx0mYl!j;fV3W<|s9o(5{ih+b^|Ss*#%dtfcQL6yNH_Y)d8i+D|*aqk9yW29#<7
z+AuX0hwZ2p_Mm67Uy7OTxdb-+Nul67==7*D*$TMq%9h6G7zbR%$&fOnvwA)O+XQh(
zpG^)wyggd18Htaq7hjxC?1|_!ZaczG!0i?}gY|aV^CLG70v1mFuD|T>499zR<YpAL
zFuY;XEx`HI!r1Nl^x)m0^^wU)z1`xFqj*eE`@U@iMR=oBn~bkC;PS3;rcedAc1Nj#
zlOgi1yUMix7NjDmm;QiRBy&UhyKNP&qZ=s5Nuj@DB5^!dfNk+cClg+4Gv8kt>oz*?
z3%<Kp!|)^Re9r%%l3MZWF~L=0ubtWK29wzTN3nJWQ#;8{1ie@H1d4#?3C`z*YK_{1
z<RQqo+u3@@QVl5g=DD#aZz4G?I+l=Ide45Y)h4N5>U4$qVxsY_u}|^6_GT=QG6)Uw
z^=p}XPot31#AxSdR3-cCUH82-7f>J->nLGykG;&MdOeZ}<!|hD4Ub^dDI0axeP=Y~
z-omnuEb>(J8Mj462cufQ87uW{<+B3UDGy!DF0d2GuhMs@S6WG{R?p#71xAp)ON233
zm6FSik%&`axT+jRJ>dSA)kgd=uv&xba}w1=KmT?zCC+D;PG&LtP`z~j-M~FsA9RQ9
zQmy{8?YE`5;;BS>zr8iS-=o{W_TH&<9*yuOLdG8bw>Ll6OSY@{Urna7V1EMW{MlR(
zos?JS<crziyv0NYv$m)xa)r9~yVXSp3VI<$tVG+DuQm-)0Z*iqxf0mOHM(8WPZmnO
zcR-O3jsD(AIn12z@7dBtRQrq(6g>H4j_NSswz<+Ti8K<6WZjj{_g`)7#9CCYe||$r
zoMV4s0N$a<Nk-XGNCjDma#DB$rmlFzsuq9KYoj&k#~b(};^lz6iHj@z1z_#w)N=X*
zmBfl7P>%$a^N~3&Ue5yn1~pT`vuYq7%k&R6`(ez=nu)$nEZ;)G@p!l0$oe**DylkP
zUzZOx8~zSh8w3)(j?3xrCbs=Q8ISWV<336L&~J9cQd)hx=e-#FZLUNfvHW=9?ni$Z
z%A(QG4Yo>P|A=t!hR9{_Ko#-z;gYe|O+|Be*Pn(oU83wKfRd&fjbIL|(f<2=isKAd
zPNnE3dzF?EKUpW)pa*yerOO<&t%*7$mrp_~-Y^%Io2iaDU;k@-{kIr==DyDJpd8-!
z*H!nGvc_FL#oJk_97SJ{fb#oncsk|mH;wN0n@L}aLHum4!-{wFb@>A?akDFeR3ETv
z1&_!Qz)gc$>tZzxi<nC9_p!G7cIA>$CY?O2NTtLrV+cz3%gw%bU~suc5%Y~++kB~V
z##sAf`@6Gl88ZLaF9qV(C{XG>>k)AXLa!axs4IeBo7)1S@5<j%Z7g^)*H)Q_I`sT>
z{4V3-&%1y?a@BB*Woz5C3Djt;Hd$K>{RWG22#UPm_2>>gjCzICU}rM3Et4l2Tsp%a
zaa}dvW4s;mLd(qC=6lZuk;Rvvxap3NfhoV6(;I5}hm}k1Ogx8KIVZ)_D0-#&hE%|(
zM3o#;gEW-8Igs%vxaY0M0^ev>zH#Tpt|p1Eq+^E(OF$a}TKva;LW(khA}1fm@XmK0
z=uLW#dnMv1-cqw}8v6~)Y|<%o;kG8c{L{G$Jef}l^FR{}y<#6wyfKcR!{t2J`xGKv
zb#Hn-!N-eVmaQe9#^Czf;*#_Rj^^lV&46X8S3DCRR#<arcqTt4l|0*(Z(#Xm`;#RD
zV-J7c;H~pcA7q&3K;zaqM7U5oK9kGT?9+zdhX1icz13an>BREe9CV<1E|DbLezO_2
zL2(2<XU(6#>3F7GqSSmOJ_>mUnMU-T@YT^1O!}yYfalR%g%sl;^3<ZiHy6&*Sad8{
zDa`7^+JpIycO5*Z7EdfW?OY)Hv1MI~VV&rdyp|&!y%zg8Vg?`52#DAXFLH<bA<KI+
zr6&7X+p*p90-Go>la%DRG70|$mQ)^dVVQmh%RWvBZp5ojyh6;k*tfNus<+D-%lUAn
z66K}xK>)zL?5D6F^;XlQpXngqOb(%;%SPm(*n>lY7f^{6iFI%gDHC7gv*;8($@{FO
zJ3lZ4!erab^Q*tvEhSJZ01E!L1eF?L$^)*McHm1&0)SE!ZYM=@!i?ycS`P@c-;AKe
zWXgJ;N;s2K&wGzeDYCD*kAJTA2?|^eU=?`$R#01%$}ni;oygTo?=@l%Tg5^AsHW9s
zc?Z2;={2AOEYSkt9|;N#M-s7Tr*|i9vj4pM_<o*+XnF^eruRXYbDasHW06LlEec51
zx@MtKOTx<_ginOJ5ECbeTejTooaKjb%#TQ$M}QA-O`mm``5O1k1hN~Fssiro@dOzJ
z!ZdKZKAtfA=4K3a<$1@l1JP}oLB*onucH`%lXry+Tvk7Dl?JgvTjc4rBfh(n+4OHP
z<o-?}KjR%97=AQ7Y3<NcHG)pFMHoo`Q7OKvO&;g{k&f4H5DQ8)T<Hgs&bx6+x5^65
z7}*q2S)i25djTrn(lskyKV`Yqxo}m>i`Q*bb(b{~V;zvlB#S>vcR&Fyxhkc8$;qfe
zMaGvDPIR?kxgbQIg|l<b0=Rv{AD$J<KP<KxQr=@9SbkOfu`8!>;xc^WDiGg4;sJci
zxK{`TE*AK8kMD1e%$E=^m5Ecbh3zk_a#`XW#CIhbg3`?>>U~b5H#?m#fLct;aSafJ
z88-?YQt!9wLG2km^O_o6paYiKCm7tMKo?h`UMizlcRi0z<6o{%7RYgs%wt}=`Cb<#
zny$<aSx65lh{S>DeKfaCnueeX9>n?gpj^7dGKjWIv3#Fp^`PdACdI@90iA&QBNu19
z@R&F0&XslxaaaQLFglHDdZ7tU)>7Zv7t@=$i(#G!2d^U0z8p1qPD#DK=<}A+M_My$
zciW{fBCE>&H?gFAdZ>%&G*dZ3H@{Kd!r%0lt9^FSL>wxlgHT+yi=Ug0XQh<64KvF-
z`4rUsxC|2JYxrT%W>!2vZ0hlFJD>tAzc3@v3baY%y*%jM*pK~j!RaDcoMp20qmP8M
zLg8S}l4;D}+zPLB^_6uCsH=d-T#p1+&NR%sLl46$WjrV6+z&!fR2p_Cb1?FHJ4AQw
z&lM!{UkBEeF_J`w(816^+1jMK#(+<ha5Ti1pwA*|4sYvs(78umR)7dw9*A&dp>W)`
za^%l4(|ubYVx*l^Gu<2(1VjQ@8~N`%L}*Y_kT5Vtl;aK&^SpkwrJWd5|71@&Slv%J
z2&t7(=^#|B+o#PtuV2^6gG1zEVL4AG##0ei3)TES69EJh%1&lb{o7J8Qd9gQOIVOT
z1k_CIT~*)nyuQ59tvmLd$ZXma-hiKi)3bcASWYA+`0qKtntf&a45pHw84&q%1^6EB
z97*eTk+a8964)o=yu}?nnyq^06EX9Uls5$j8gw|vv3fjsHn=o_tO7}!4wKH6Y0FJE
z$$%ImxgrVB6;-o}Jdd&HGpPm>_Tf&}i07VdwrqX_kD*SblR8{^l*vEr<{NFVEZBLa
zII|#?EP2a~EL$7ARSoJN;Rj@QTKIw(VtNv6rjjGHKWr#=jcl|M4PH)wlXqIH(rc5q
zY^GHW1EoMg&s;^J(xz;E|N2Fvu{9f7Cp&L&Cjp1w>pbr>&s7v1BuIr`>b%O_9n=O(
zDCsWe5(Bo@btVbr^*veR`<m;OtEILbr#&u)=$pV-wf+?HL&FYGNF)>#4Mu#MOXU!R
zC-?$n0VK%*V*5$j+(8(cME=UI=f3bOq7&g{T1BAd@ABk<rtJI8rq2rQzJCyZ+oeVU
z9Q>(0F|Y6Taaag3V<;@V@gxeq*^d7^8HjPN=fMp04aU=*I_RyR7$^`%1p%)@0;nkd
zMb{Tq-U-y{P1RHbRRff2;wQQ*>S{2k7@!Q4i{5W&lDpG>JrpEGlW_cem(iaD#iHU*
z(G2+C@0|d}!v)c$mc#wxsYEl(@@4CVc}K70`@SU8K66{2CkBLXJQ8wPZ{?AwZG80*
zN`v%Cd+qiGmwAkL>)>g|9uBxZ%<WI>=PhCbyI7pRAofrZH~+G6^MfJcwl{bjKk|}k
z6iR9&#~D7Z(5%RS<N7R8FACbzF6)Pb(SJrpVfuEW8XWH&sRP&n8}*U_mm&}K0=VK_
zhHEZT)|v!%+bQ&q&Yu~`>aLv-Fu7f?<A?;5t0`vZ#WN1gU;9de5|cwF@-dWN5h1c4
zGYG3v8rM98p$L7sf;*4?+-Ja<)ik6h-gY!`>m3h{bzF?qCB}QBz(~M~fJQ(ae!?s-
z%7{a2B5;j=HE_TCeXHlmIgeUIE(P-syfP}w((U^jM9~3lv37(ge!$gQXJRyha0Y0`
zFcwwXp?_t-6FUNXc%DYTQ=tz;k;q4Wc}saBT=3ol(pQVlO%8Dukv(mc1c^c+$f0Y|
z>fq*4x^H7i{@M_FUpbU4+wS-0TKIa<GsS6-hI$o~4ANKBs3(d*i^XKS2Ep_X*~zWt
zx*1cbHE3oZ5aX&<4Sw)C48iys`|kSyJn6UNxo<A|eMkAHy$Yg?=sxYpRZ$5FJElyA
zUV1D;ywfF;pn7Y<@^QJ<hqU{?>?rJ?>L?@3@-zD1xYkYZ4#2|usJn+?n$?zL^6Cu_
zs%Uum894n9C8xr@g`D!Luof+h{>GxnUw_+1Xr|=Z@L7PZ&*CULw8)R4C$EWR(6aO#
zU`l}=4nNIfgbUzUG+TA~FDazELN9}z^rIRFDL%p_hpi6l|JZEz-x*$D)Yd7UAQy4g
zas4&#@LBK@kERu&A84oISlHG?I5f$d!r-VTeng`PMvOK-$z2oM$z&jN#Burafq9Qv
zK9HGBP2@=xJ80_udjl98)C2(`58}$tXj=a{9Qicn(dHKwkixt6{SF8#tYuuUyn#x|
z^5-s3hL_#hKRJC5oGc@9mw$n?Nk~@Qn;55X4c}nf($UC6VNG-sb40y1Vnp1UA@159
zPSj(NE7otaPSWuK+3ajF)OXTvedOH?_#<?Zu?#;qqRv5Jzwhn3-^L6f<+o$itx?3*
zNT3fQ$}1QheU^rKm2FqoO<;>bD!AM1|4uDfo>nCrRhyoN8w}xDBN6b>Q42Q5A=HX&
zr%lNN!;l;BCIrvlA};kwQOkY88hCbJ)x1;v4X#o&7Hm>${lZ@j+Fvyi=d|HCdwR1&
zht%&z?ipyf$X~5u76j({Zop?pE=@Etk<nO{Q~#b)4d!~FsB5k3J%$~|rHK&1vh|LL
zy|!z=AU<Xi1QH~VEWj%cAqrJ6ia>AM3=c*(_Pq{U)`dD7`;qh{1qNat8;w$a)hb{k
z)M!s2>d5OBPD$l2bB#>jVxjsOhFn2t6rSbQDRQAVH5aaiEmtEjG-aj0qI;F5ZHXZ!
z6d|-@vU|Y>D9jY{XPa>*VhGj`omWr4^~c~0T(pb!l!NvUi70ShWeX{QaKhxS#l0^~
zTG60vS75i~sFRY%OhP2+R5wBXGZZ<6&D(nC-AC56?_gMZf?MRb{1(m{lz0%afL#YA
z4To*JSWoec4&KX|8sl1M(orUarnIv+zA{Hm>(|WR$>bwtaZ*e=&$N8fc9>lH?CabQ
zM|wy?NE9*^gfR93kRp7=DtW3`qpSPa`EP3v+^vf(=6g$EXqK-A!qKq_spacv)#PJI
zgcjdmj-W0wtnVZXDJXL<22BtGDJyA&pCiEwaBy3MqM+;6XmD)%T-H03`xyzs?_xaF
zw3$3M!*j(5Q1fmS%9FHn-Fa|MX!1zW`EH-JSUzDI!<eF_<e3jd#3fFXs0Isu_OGHj
zPtJIJNM^O5?-&#c1OtmZI47Y{ce)!+^d1&bmHW*4&2YrKB4m|uVMf7tcD}|TLtFfg
z9C4)F!!-b+5b==mptST(1kLtf6gDMYlF{;??WP8SV=3j`nF+$UN{I@4N?>0-NpjGu
z4#jJ@8=`vaZ#^fvm2xZ|5V6Nt?NOvl<McPOWkBG-lahxqKx_`p{!I>?x={s}Yf=S0
zV|EF50Z+rmBZe8WXTyO`ibKLJei|zqaM?Ff_A{TafLO~iqmPiLwQ=Wn9d}JD2POAI
zT9ug68Z4yG>1e5v^&?>urG316M!AG?T@#417nv+8o<x2t7>RTGLkMsB(CNL&C`t`E
zXSP`#83)lTg*BpB*GZbjP%`(kE;*jxb$-jS)&%jSLJYR5YW-6VQCTZ>i#SEe%e0XO
z6#Dp4I)!jUAVi8qgw&V>5Y0@c^c<apR!wqx=11fGiQEwW6!za~ynO5{@V;W8UirLG
zXT*!E-ySzAOSPNi){c=1z;7;VR!^%G6V-!DI9-#63eEDplUF|PfWq}0)0>VaY$n*L
zuqf=#Rwsruu{GK%Osoh<pNF*WscD364gAl5#4tE#Q7A$>Rc2u;56lYcdKLCf3}Q?Y
zqSN8HV_pIc)ls*>Yzp!ay^mZ<P8z6q!Gb5e-0>gjAYy1NpB!MvFfq3*S}V(VzN5(J
zMN=q~EFed2)q-eLF<kIalwqgilu4+%q!-YujC*peGsL}ugdOx-Gy>eSuHk8va|A(H
zn1cpglWPs$jCR<A3xf)1-vBhpOp~QbZ!<}d_+ucOx63PNNV)+xOuAlzEFH3ZU83bw
zWZd<K`I(=4trm1!c}U&69~(cTi{$3EhDGv9g088OEbDoBeS`Pm6b5MWBhG8hztpqo
zfFUDDC%w)AdlR}RAx!-b-oG2+p^(q_!>o+C;6G;x*`ZI*dPYg1kYg&DE!C{|!t<9s
z1)!7rV`&VyNL2;q=(O<gqsIcYbCBdkGwqO^aojjzsjO#(^x;s|xjHtG9Q4=$^{XD$
z`k&<p6ZK~36o#32e}Vfj-ecCJ&m<<w@T!Qr9t^Mrp>z=79J&04rzu0M;COq<XPo=M
z+k{<)ZHb`mVcqS1tmQ97#%Rq_XE$=)k&?|`0H^e|g0MWtMD9(M>X&$P3af%VxI(+7
zW}&&n0m=wk^&naYVw@%kP<~FLL1o1kwS5-oxr%mmTWZPvk;US{KL3fdRV29Y=if&e
zpMBtGDIG(}wEjRA{K|)vgT73B<U?fe!xL<Uz8T68&k==QHFfyvp!&IG@M*hO{D7S3
zPuMFY*HF#O4sZ$#v6r%ytT~1ziccgM2TM!M2Z{KXTCL?DAdZhmgy9g*af<;1>#I+@
zg(~WsRwrW*-X=U8g)%>Axi9<Ti0|uaAmhJbVezMoWy9E?F0g1+`^~9L#?r~}C!{UM
zOrohL;d#%~e(Fv(<mQE%o;ZP`VlyeS1UtS$(;~}@I*tCU>%WU~BIDq%p@a109X-#9
zdac#RehRpTx5A)IMRHE}2#n<YPQyEuNTSnj=C9l2LAIvKN4`7b<p6(aAyvNt8IPdP
zV~B2)CFjj;pHB7m&r#y#JrZ+HqLVR#OyHHk7PKZ!xr$r`QXJqt{qZcaSECjMt$j4f
zy>oi_CdEe1iIuofp_=5VK_Mf;0Ao|r5BH@{{*$+|6V$iC8H#}eo@pBr4C1@BOp|FC
zyUU=lC=!RR=TTd+sEWA=F}ZuFkUSP9Y-Qoav322mDe|;ey?C8IX8DY;t9DBjA<C)D
z6I@^DL-vZw`Ep|Rp4%_hM9Fctq{WhH-kdU@z{Lu2^$8;(#vAH9YL<wB%%?4<LrN~=
zv^SmNHKj%lC>Hn;k-|{mA9bX{Z5rk})Y<2%<Tx#pq30MoJ~MwxzS#d{8{;1gF0dKB
z+E`6}yRQWL+0BmUG6y$xZ9v2GHu9|2OFJ_iabBBD0P|J*P@XNq07zsQV^!uixM3a0
z&*!6=gZVC_+6Kq0Hq~&Kq}rH&)P+f**)3Lu5h0=-NUXd$q@OY~!FL*7sJP=i$+nlJ
zJ(ux$m=&+m5niTQIDW&CpvaWogDIAU+~*w+Dj&9=uRu#F`gHrFBI){>^dZ4(YLlmW
zWz1)dc66e^Wg+`M8Dm{?r4)ztwwD!$5?0Fs?=l}rQR>22pLet4HMcyqsQC?HsQd_8
ztxjHOS>i!TD1&>wXp&*@UgQFA@XBm<FdT>uxhs!a9#>;?S9=+R7gArqu^+f)i{qFP
zG5GZO=bM%&oZa4!ePa(%P!-)*=^GfBpRVyuD)T0+LW-^c(8h#Z%9hK=^mzj9Ry(1h
zlx}_fW_v890c`Ms>S+)CWQRQg(@;J&abaU+etA`baZVc&!juSEmdQxI%GR8aunoKa
zvXY}825%mpLE@<Y@kZhMmQ939vdFArO^U-A&Bf>2U)V@b(#|kGPOS<t;h%9Bkx@v#
zTa>C~348t&?3kCwE8?6lQ5wmf^qcsh#tL4k_e1;zBIIZ(=ud4;LA)kQ7v%fR=WRjb
zh&{UACq^+}I&HEk7Z=A(_pP-W6=QR!Ws{Jc-P}12^H*_o21#yjHaRz^?tF=|ai>>Q
z$k#K~sE4Rz{7T1ZQX#a=o1fzxs?4uAvJ|&|PqNL*{dUeZFw*E(cgFG^YbgHd$C)^a
z^oDVS(zD54nO3J@_&%FGIYY05mLoCgK~pI)S=!KDS-<2qG>|kU&e=N#Rgz+v;0FwK
zRxZDLW@GY~^5oJI<%~Vb`1%RKS&nj{1ostXL;7B^r#Sb=_B^25peT^1jlldaz?xK5
zUL;UUztw_suvndCforCC%ba@I3uKWqU~n1UL}C$JAOz5+kam;=ZmQ?Wr!s)y{_9JC
zM6>tx)iO7{U_OxPRVgdFutvUp>123&adKP_B${8^@8zn>?a$(zTfL-<_rEQfFX5br
z0*Pk9{0~!w^jp&}>Eh|e+L0RiEznD%S)3+EMx*!BOQQLcm2rZhMlbfu%usp$gpxoJ
zpoL+m$aMG11JS+A1f{x>DnSR703RQa>nG&#A1wk81v6ouUfM4{3I6dp$%M%T`rd`o
zy_xd{a<DHA82?{=@N;CECk))Z1;PJCZ_~fcG+)|^0#LhL9RJyE^xu88|6AkDe>#4$
z{%<wj<Yi;~&&Hb^K;zW^+If@Q&BYyPl`8Sh{+)}4ld1XJf43lI{Xc89`5zFz|E1C9
z{{-O+{r?PvFMtCKAo9Y(0l>d-aEKVlNXP)N@BhVr01hw~5?m`RIV?056bu$LEEe?t
zZ_$7Olw)Wp*ndEdf&c%(IsP9|jsYS7;L<N7eL*>fhVguXLB@iEr(j0_i>V=+I%89E
z1R>#wC*{}ofv7mu&vDIMW|8rzxxUl<dI38Ai*x+H2Xh?!e+%dMKVXjkE6On{EHuD8
zSS$eP_%TJU45nX66c20*RhJ+NR)tG}0uE>zC>$tNXi<15*_;EIZO=Rq1gZ>b^Hdaf
z{QxEh3MtjZK=S3<-vb4-5lEc}6G-L%6`FL~2MO*>6c4)#{v&o5l+NE5zyvb(*g};&
zmcg?8I4Z>EIdQ#toyAzem64n=w0UHFEaGiw8zaM5=5k?cd^z{|jc!btMug_wv0lmu
zp{+Zf&&Ow|I~yZEdB=SNTKA7jsnd{5T6+oC?l$T;4Hl|7maWG!l+<JLx1OhB*|B%I
zAqp86LeQ?HR+ZEP83(ZFd$v=(rfX}nCTu?)Jv58(+4p+xDlLL{1MHrmN>c8S+FVvH
z0Ju|K8FGUYuF6lDF)&s|HrfIY?M${AYr2!NmfJ#5Ix=~%0iU6W9{*AS>+Jf!o+3O$
z*+RYkqYB-#5{UNn73$r8-UZ0=azzy`>z|om;2umMG86<x>E-eZg>n8(Y*OL06zIIP
zq#5|Zwmg(5*S}0@O;&}Ayo9EG`G|Vp{eh`3RELq2hpK;Jmpd?DX(Ny-4+XPW2M+=x
z|L^-}qF_27s1JdRGtgqtFJlxI;Jhy9;2)+TpRELP?&YByJvqb}rWBS>@_2XGSJ_`M
zE)~mhc`q>NTy#8|bu8exv`4V=)IUQhF<Q?`D;H8JX}u2U(Rowi0Lt;tDt}iiT+CU+
zF>_|m$~ck9ufZQ<(^BoCL_}*(y%1H(PM0I<3fpC2J$504;KI528G7RF#3dqo1m{AE
z=~@?*>kX@>3E!WLvO40fiPfVy_O=M_N&7^D>GxwxDKTlxwNE~L;``2p8}F*Tr8AB)
zg(ith%5$TvUf;KmE+10(02Bbo_YW0cIP(u>|NEc+q_Z4Ay%#Y>28i;PiZFjqg{>kq
zpP?KJ_DYKQQ}JQdiJqaZk7|_SBzp?Jn{6AZx!7CNOyZ;9gZDB%(VMbZqpSBTiM<W=
zfl3DCK@MO6eCS_!hmsM67scKD45eN9!kkt>Z~n!Lzx<L1K9%b4rzZ)_yi9pfwSU-}
z0KAd5XGxNarQ!HPYK1g&wo(1-al<Cl@;<6BSMoQIgLppDfO5L~u}f^;BBz^!s|ri|
zQjFXLHFe5p0VPrZKF!m}PnIM}rp!k9YFF_zXhpZn`wG1*3v<#S_JHZ#b=5AMzdMxl
z*^Bx@#@l?L27qJ#r%@o^pR@|ttWF=OJr?0dJxd<G<C=vAQ*%<Q56z0<!QY+&dh|*x
zW;d+Q=zbp4M$6P#Uj$TEW%9@r=_u*El00TE$(wzJbcy;x3Yq^|_yK$IKd8n(U-&;&
z<)3pvqW_ytyeP?waruWq0IvW_-YT!^1L~SO>8j!Kca&m)7U`aFZ=>h>N@w{m3*$}d
z>(MKp)`^FG0bZs(auufYDapQjhFYzb`@sc%3jD!Bv;WAI7rbqx`j3inL+JqKPtpgf
zHQ}Ep1y~`91=y<iDiq8a__6;kDgOu$pn3rFs2={MlP}+8Ulran>#-fGlzVFI8zm9@
z&v(M|3siVhWSX6ud)np7JbXpoPsQ9mIG4P;PB&*=$JLzCGQ!szu8ZXv4MWYTJx{t{
z-&EM)xPN@*IDKbj<St)oK<R<!F_mlRJ<m_>j@NZOUFI(NRrzXkDp=`hAv^FzWTYR<
zU|#zmv+wypjkKSN5_r<n02*aj5jfDMbO}AZw)%z^k8Q89IvIt)lV_pb(t+?GKH-I(
z%hneFnqY$J>`yz|xTM2OAPJNydGeQ+QQWYAxa1+-{4b3ez|R-f{L2vj)vSM=$^nY_
z@8hpRf&tS8rkZ*2CcxldcJ7YVY6tFd^Xzz76GQJ!#-i@+XOSL#hH#Feso>Q?0RPp$
zSyK&-v#9wOa=^6wH%)0~qK_*#DjQnzG<?8lE#PAAv+S2fGZIIUyF=|M!?;NI$Y-b?
z8QvEGNO<zmXv>L{b!WY|k?J1~wp9b(FD5Jwt_QfI=2V}Tma0uV9Qs<|pjBr^u0ry~
z9Q<RN-Jo6Y^H8!LD|%lH!^;s59RFD87fF0!@yquECQx~nwl*_%jnS|uB;*eJu6&?-
zXsTAXpZv<Pw+O(}+UQl-4}E0^#sKg}YOx@vRD0y!*@Fbp(@#Fe*;1(@iz8ycy~>{3
z<8Ce{@6+tZ$*E^3j`r`0Um8iiU*wjLjnFZV<1K=P%#QNk3*^w`W<AyJ)^fO`mx&%T
zU9NxnJ=JEVdK~Nanxd|Tj`K6+w(dz)_M|%XZx1beCbG}?Fdf%bU#L9ukbhnwl=x1I
z5?lzn!x7xD0t0XNx9JyxZqRA2jc=(Dh`*5719BpJEL+Gk;VD_uT1Y$o5u^UtGFI&%
z^UdbbF(4R6uU-bZ(n$gee3d-baiKmEFR}q}U-V!8Pv>9S{pQ8v0c6q){1>@iyxqUW
z<Ar>Gz29Gz{&&pqZ!-)S!@m(n)W!?Rq4F^Lc;C^f?9_hLB)p3Mz|C}Z-1H3fF}0%1
z?2rWhQ;gNq>xwunD<%&9aS?)mmWC!x-Q)ohsZX&~0Ku=?t6cf%)U3A4o}u=OZ7T_Z
z6NhatKtl9fvCQ-Skt)965iy5a;N|1;i@Q2&&5O@ahsF3PM3~0`r?XCg0eSItkk)^h
zl%_q-AFr9Nr~~e7WY}DCs9&c_OT9Q}5cgkk0OSYSlr)fudcj0CSrtAGIQ{FWUnJ&5
zTK-X_eN`wRvI0nhf^-S^dKppNy?_sqw%9X2&dx}2YeoUE%VP7%s|4&3hdtk`brsYa
z*Y=3CBO^h{wDF7M+0sxYg7$FZ2iiH2wGZtd2`SgbdmgAiC_O_lGipjv;j7lA{Z^8{
z=CuFXEJvDPV~#gDZYOj#sjejk?^@J2A8?ohxbvo|Rt?2N<|-=rom2_g5e*k2eqd08
z$qjzhH?dARJpG};g<Ce>+Io+A+^sMj*$u3b3B(6JAsWI~d8pncW#r>PC`D>hG0wi1
z^&=16e{b&tEUDetH|PXcZ$ow&PD_CeZ39ZPZ!Y}~r}|AumrC@Hc6cvBr11<@SwsIy
z@+Z?qqh;ipOc96D-w^3<AoU_ZbyWY@mH)gz{cp$d*Tn*ae7W$~DZI$iOK|#+t$7J>
z{=-dBE58sI2b$9JA7=u4PG;5Rn|}?w-c<O9EFSi*9#k9J#NnT5j>`1#I3#z*vVb4O
z#KTHNA2+DmW&T{vp9amg&FS9u`)zjm2-U~dO&l>jn7%|lZ=+;5`y0!ef7!m6B{Q|;
z{zkw?Y5#Gzt>ARFl5^M&xIWfdkXB|oVD1$EbTL<qZ5iLFwA2D18rxS1+mZap1yug%
zZi2}TbK_lMHj}Lcx4elh)na)NDe(Oz!PI~h(N?p-<+|g;NM;tjNSA@~l?h--5#C?t
zAwRk6CQ%AO$tK&Ef!_{hhP)XEf*k@?c)sqfk|EBR#myfd+RL&Vgk67y^qdK{-#E=Q
z3La&CV!sW)P*aE^p$=f_{)A?cAY8;U=HuAn_GFx)Y`v6yiN^C=uJVI3x@+gWWP-sJ
z12zH4US{h4*D~7zAA~Hc?#?f=Cu;oTcKo~9lPOA(4wV^=ZgFto_4W&ZxcH1N^Z2Gf
z8~%9%t!xW5@**o<FY-|-fN8!qDHS-7xfg@?cG6WUaHOs6n^t0tt7lqjgP3btThB|-
z{arD9g6}h6sSTY<EWRbU2Iz_BmLM3fyeOmlkPdpXOxAv7?tn~*jmlF^>#lu*>fEPC
zLzmGxI&aIXETFlgkmbL`=&v{WFR{m8YyFRD|Er62|4nv)NE*;r>X!ieB_Mn8=>HiK
z{@WJ)%V!~O8BP1#Nt}SN09TNEMXvJ=@cWc+*4ikC@Y${FqUvo=Y;(R~cj58KarApf
z>6DB*ON}~Osa&~eeQCtUv6iSZ8~}8bVL{9CybO>GP5ywY>QpTY;N%~<`ajru??9^e
zKYsi)<Tm7{qRd-nNW;oFC}foEJt`_Aqnu==Q)x+@&f$<PE1P5G$f%I**gG1WV=Ejo
z&hdM`b?@i*{f$3z-sd<@IM4BTJ|2(fi+InG*OWc@ac=ft!x6~z>o%itJpAp+Q~n*Q
z!{+)5bq;Nkvd1@2^BtkLNL|);rXu$4>awn{Ir%*ZMgQPh6L%_4Dm=&!^GJTZ`!Bkh
z6J$dhgbnh2?x6Ug-kvttVZD@f8cDAm4C0Ps5l8&kjAi$Y%SjsSxYyN}c00Nb3JOGy
zGEWVFkp@2h11|mXcZ!v<razbCHc*mNgUQd^8a~nF*`LbE59N&6pz(dqWqX3g)`<<`
zAE$9@op*fY0vf+(7!>a>@4PcY$AaTHRo!%dd46FZzIRXB-Sjx2V+CYkL5mMv8rg%~
z8pPlm87!xW<6GZXs2#@W&A07P?i7YU{yS7xHz&3&fm{x~+SDR2fn1gJ!J)->usNwV
z%3FR-wY&X_!uuu!nRlF~D)=}3Mk>790p2<RY~}{)o$af%8~rUU*;<U%sVCB$jT<PB
z5i5V0quMugk6%$@+qYbyvBZtWXz0^@aus+4yJUv(y^<kEy*a%gmL>xln;phce*y{m
zJc3{Te*<VAg6LsLhT(P-`2Smp{-7I}1dc*&LWbx6AdkQ!fArKCd%h67A)IplT@M``
z;R_3gA2mQkeG=vnBNYylUU9fCCl=_U<ow&t3d6KLnd>aAu16;D0J8DbY}NThtMqX&
z4Zt(!E6!-o-!w)iYgG+bDHD5l#%5S7?p8{Oh`yo6CtTd(5*2nn$!1P>`1>o5r6lTU
zh<hVTdu~+MrNvj=uX^g)w$GWdyZ~79ehCVC7%lDjbu_a(<)VehQu6ETkLR>ba_yTE
z^pAuR%LRqMW5>l&`sIY?-1OIl&2$Mg)3L$sv2ExD-ilUS<@+Os|B&=#1Y#JrqNc1z
z+N_;UrP@y>jw%MDB^-a6Z;Nu~V=0dRoE;ltq`2GZ?s1HqmCXJM`~Cs|5b3gHq(^T3
zRyB~)`TDI)gBk`R!LqNF%GW||l;l!)AG3j4b=K2}iLIcf3al^Ym~5rVV=~NQAKTEV
zT~!mQybm!_ZWox*hV@)0XFbM8cgI#RvzUd;#M@~ittuNR3z+5C8mB^}MOxWSdzP?#
zURNh%Fc{vdrEJ^@7@~Y#17CNQR1u#3HGVwTcD<}NMzBj+j@V=vfpco_WZ3%B4;P@N
z_4Mgpk3&K`S|ko{fvFkZdT2F&L7V{5vDsme^08S*@Jiheul^b8U;sy^ga5Nhu>cA3
zr^@_0KWzIMas<IN^UwOWsv{Kz;(~$%NSmbyq%CQ*{b<lWx#JH1K-`?Y7K0u~!R>aq
z-HMK<E7#8IEQ?VEj*Q3ibl>&$>OZU$e_teOHd-Xr_IA{0aR$J7COs!i+G+ZDo_tTk
z>mpZmSvSmKuKg8Ur|?(zO`U7`%W0dvK&kUTvPW`Waqk??-VFiI;yt5w*xNQE>2L%i
zOZ#<!V(Sk{Q9mh`$9|d%93K5@n1jPE9b0ek(I~ctryK<^dzW+HzxKqZMx#$SwRuMW
zJz>~$DNAllX1`v)rEb<<<Fk@WW|uTlEVOTmN}B}loHuhL1j(<N9gq2EA+xSoi)O%E
z<AE_UKb3&Ns9|^+V+_+Es)ACBZZPYqhGCbg#f}mKX>!BRWO3$m8`_*KGz#-Z&1R)I
z-B1HEPA*GJ40#lWKe+ftKklwSY;JNa(2+I6=b61u#Z=~j<``w>2Fh+BfpOhWCPT<`
zf#nHxDaR2-Rl2~Md)_s)T6bkE+p+*%U43^%(u>x0J-J`T=O!h+1wX;<VuU9RSf)Ds
zBm3_g{(rvd&?As}W^;fS^~;A}5(=5;Yv4_XOC%(aU*{&@vdPbE4h~3B*~BKl%?oj>
zj+cc39*V%6w+grzJ<cr&1)$@fAf$e<gv8TvVo(v1!?*pZ6@ZE%Ft!tgpF(J~6-Hlh
zzSn57e7cxo(&mMuW6Sf-$F|e#kCjktI*KpD{oHP8%AEo9)@q{_!IddfL6Ojc)`b9>
z<^lQRX(3Z4&C&8l(xRd~59AncGgRu{k{CC>?JR#$DX09J;VnVmOm`OV=-`L(b7h%d
zzcjjs+tenZ^Df>?0dzhlG%{~|?z%!+&Qbg3WpcljpjqRb96bjgc0-A=+Ff|^iG;|9
z@#Al@2Nl^KKUHkV7xH(S;#kq0b5rvqei71rFoyIYxEvSDT>$Ko>%wuA$~QI!bkC2u
zIb=pZuxIehd&UKZ<D7))en{j6BV^t$Na0BLT$Z0VYverTPF3zbjTV*Gc=^tkAHl0l
z<OMMrxuf+yjCupsuM1o0?`xhlGsf;3Jx#+n2K|0!7oyxkFwfFe<PCF-OM53cgw4)7
z_qQWAdYeYo$QX0JAnQ#5T2PNXVk3LFKr7qFebB$oF5tW?elDKBWJNIdaN!-?m5w(X
zD07>z8yWmTSJ~`cy*L}xxOpHQ75}RUe*y#<839yeBjns4M#w?~CWYY#{|3osy8wJD
z{4Xo||6n+_{j8cbZxFa*0Voy_tW%g{#SZ+R`l6tQSJ6xk-zo7oTRe~s5C=#^#GofH
zY{o{>UxG%T<}Wzrm}Fl!i=$lZD6S%?#=keAsHDn3G`o|Sd9)l8iegfsQZSnXHgch-
z;Z=K|<z&@D`_#2&D=66)#?}@)6+#~kFy%LAtt+nTSUz`_nsWWQHWplo=<+xfwRRby
zQ+6%5XeZ2f6qX+L$b7rLnDo`+!eWlXOJf-hr{PeCYq`+eiVr>?-+hpp_A&}5-Ge`M
z;~r(9=Q+=@mF|Mmu6gTs<fM&SR6`3~+3M{IUB_kiG5s3yfx?x~H{g_Leoo)w0NCaM
zDSqy(h;paF4%?P7D=pbpJILkh5Gau9@K-O)b%WSqZO2A&R_TZ3t~L|U@=Dy|*RlE9
z^x#bQ^dXgM3-aH1-kt_ah3FKFH`B^D{G7LpW7L#4Q&-3KR#$C;>hCP;mC=={o>aC=
zmW4Eizr{+*f>54S_$5o}u#zg@w@Cjen;R=Qsa4?P?&uX-zJC5`{Zb2ye9`URNW-`w
z0SzCsYR2UTh!hw6Tr^ukgN+fsOe@pbpjRj=Q|q=P`)ZlGqPEc{wiHa<0z=Ck00!_6
z3Ik;Of4L0>-V7N}I37qs?myN=;Ww|gL%Jco0v_Bf`v_9~6I@V`pp^ieU_sqK_}1_D
zRDy@SMnIR1q&BWB?VJ5)=&Mqk(D+Sn6R<2?TlERSFKWVVBy}_!c1dj~zCFpp`vDLJ
zQl|Rn3>&u;zKzrp<L2xoSR3vPGa|ND>-8-8LJg_!Ceci)OIqivYgC~W8!4pf#63xP
zj-5z#NxR*M2j1qX>KEohbo<3iQEk>fPgG&rPPsNwXfN=09b>igb;1oBeGaV+6k3eR
zeuMpcivEw}fy1Ap66Ay7CHULAjipCwfy^6w%T%>EpTu)<e+?cgfF&?NdeSNRJ<G^&
z-hSFw@-8RW+LTEhsY4wK&2}A_n{)Q<X^N82eqE?S<(sk+k>+FS_Ma4bB44cep$mT6
z2g0q5waGFq+U~$?8A}Pb2x>G5xGW_ONao45oDFIAkBQz&Q}y-LFhr1p#I;8>d0#9u
zzdKnlth{Q(`X2@VgwrlP#;3F?YbPqMjk@5ETK4SKOwn0VY-sL3D*x=dW|P9&a)@%H
z6l>&E?;0miQ$-Oe($(ua8Q5&bm|s`&n_w8j+)E;cp^EiXOGt-SzNM^2WC@SejWE9W
zHN?K)Qe@*F#70_}q`M~hJ3jr^zgD&|X(DT&^8Dxhn2H~MaEDx=)fvx|-$&|=GyD=G
z<bNLL218J5Sf@;%)3*FV-3M~Uvj$s%PeAI<pV|YJ;lJR5b7{Mwy+B{$cpwA?=&%0*
zY%`YhpoGBqTnG^cpMxs)M-BM57Hvk>X8#g+?7w7QixKd(hiM(d612a<@fPW-5-=o3
zy&>b94q&zj^L~yHN`5V=Q)S=Yd_^0lb&^A{8+rJ{!7DJIUlxOj9r_ryn7^@>Ob{%?
zW)UKVU&g1UmSi2pHtD8HAM4Q4am!PL>u&9_IH5Z*ha(j~DJn3{RsFmE(v+z*{9!Ep
z{TrxG-O9U;(@g?DiP%nEg+Bk&vBToXQ*lKcY1do6=K&BXk`0kQ!Q|+d$7W{})g7On
zA4>>Qrj1k<o9?kYw8$o4hm`w@?X5cJ>(ZT8AyZD!a*WT=-i&j4uWg`0%hbj>sPei%
z;kGzEzpkoS6cj9ojVCxr4|8{)lsp$B?#`kVRbqJS^zZ^Thg%^`=6Ie2gqREmm2~`c
z-JqD<MSg1HXNWC~nhg~Rt><LQ(6CtpORM|5qu*oc1aJJ*we9{wezo;F973{Tc-XUg
znvapu4)r)LAu8>Zym#I${<>+sGQijJe(L@C;D<l%3w0%Hgxw>K8(F=g#H?TauAwiz
zOq}enI#f8OddMfNH9~v6aY;;q*L1Id9)n)D+Bg}Wt$2$(6VG2bGS(Ys^rpxjLTq}u
ziQ7EE=uPHBI_u-?B}o|46uMlU1<pC0TqpJD4Rs6l%H(~`W@A^&_d`t`k4LD`|8X(@
zr>ymd1>LM*n?VM3>;D^Io0AMu%b<h(iL=e1LI|4!o6T#phCw+)xIP)b-<ZX%H7C@#
zHc7(x2MEEq1qe04?x;Q>f3_gex6dA^u9-GYHfGmf2q6Sg96UuxC+osP(UGLD2W%ec
zN^L0|4i2-|SOMZLKMZM6MO5}{78e?jF_HJ<bnwm$eXUbC64#oppF&_C9=*PS8p)n@
zn||Tp36<x#SgHTf_bnonDx;{P7Cm{Rz7h0IPR~nR=>57qa#%jU_BhJX95lN@yKEI5
zi}tEBZp_j*?w0xDfsI^iY(IK<$ol5KGMMfO(s;p<R44p)XWz<VZQyYXSmPD|9p33z
zJGA_>ja6iJoZeM0Wo<L<SNkwMQntmuL8X)Vg>$Ps86>E*518f1gc%rh{bL&2_K<U(
z5QYua<o|jcXd#llc4?$+YzTpsoGwWrlN0x<8g-QjC7}P-te;o?dx}Sy0u0=~m$=w<
z$L|3_qH_{SAxfu3X7AyCs2<dw5xRff|BflXP8L%=JT^zmo#^7dayOdo*_=bJWtXfW
zdZD^!M97QQ`X(u8hM%W|G40i$_%xHXga6P9hvLGlv%`>#PE|MLKMWX@)iOfp_fHFq
z%M>*}A$fe;+1n>nCsI)s7bvUFY8=8XDD6m@Eg=4JthBEhY(r)z0(3Le&9amqq{g{9
z|Dv=vuVA{_3@M}-A;Q^zaf5&z;Xk+;DQ*7?AAnt9vj(hRZSN_pB2Wn-Rbil9f-eSn
z6Nm7GS>iPi!n-+qA$BzUw$?mfJoF!XxTOko8i*p^4?yRKUfJ%a@LW=`y%~kmI+Yp>
zv>Fw@s-ZILwL&#K=VPl5S&X{(%E*k?Nepn_8PvU=mC$1q0%LRMEYptH54(j}i>Ro3
z4w~Y*=6c`gdOOCMMfEw`3C-Kd;HP?1GnJ$ByXf#&ttZy1hRt=gUQ;ykf9-LHVZP*r
zG`=)?$Yb5h`EMs{m*Pw{SM>}n1Atoq1b`xQe;`P%S`ph8LniA^UOUi1qps0|x1E)8
zk+kF)h9W4r9b;#9FA;=vsYTC+&oI($JNTL@YKPtD(WvtX%eCLl9)y9Bf<k<eq3!Hl
zD6)_CVvV{gFITDYd*n><a6s?M*R21kdeG;YW7I+~5;;VO94;(UV~pQA#6;6t{Azy;
z+n5K)UKt}h=;n_gl+e!RehqpEt6m7d>X%-jOz!mfkIB`{-13z!83VL&^@w1dO&BnU
z{!arjg-z*H!SE$E2_ubpP;vvq7un>EaLd^8OraS`I!x)bRFu02Nnm;WpVH_|pjJ_B
zdb+BBIcvJWlW;i|Wpe?XZ}2f1RSNNRTO@J!CV!W`8vv5j|BaabMO1*c|4?;*Kr#|X
zn^V_jWBe0A{{|8Y!bb(($KT0w>QGQ15*{@m1?V|F?g3sT>4P@T>JN|qKmK`PvmkOR
z&k-K&1gFG*k0a#@AskV-vv}YYxBIc$>u&wHf!dZR$xb!kWSvp72pN7r+Qw+yNwRv7
zFIXQ^S$3@TQ+jUjtCj`x<V!g?#Z<ZeE{n_c37)$2WFgAwJ5j?HK2N@BuQy0!vL+aX
zDK??~vA=pq4=ErAl~i;t6MGNw5**LE<se=0oB@fvH>)zxY1~Da;n2t><iD64E(LU2
za!(GIr;J}iA~_KnNX%h@IE#Ei@8M!OS@NZ8p}{Q8D+EPJu2Zu{@bM&dMLg(OMQbA}
zWKJR>JSk>mJz+|0Y#Tq#2-r9?XU^MxxmoiYC@62+>gh8M$bhDMi^ST>6z{fOr^Huq
z`)ygM3YxX^I3-c|x>m5cWAI)PhDYdbG`h%%*mR6r$nSh~j0C}0RvT1-C1KBo7>h+V
z@r8z5os*>TXfqNwmQTvwS6{93o_4|rXttLCcLqVinDv|@_gVW8ROi~SklWP19|9#u
z^EsKcw*rx9@@?9l0f=<Zi_PMGH6^f!kfa%i{Hyor^QQWn^v%JDhe7uSNxwm?l;`i}
zMVlDzSLJ|*UDQqCxolj!f&K`761@50fX!LW4|o7Ll7_d0(v&z1IE4}^;bMD@ba!ty
zt3L>7^Kw(GhW14pY0Z0~vIs33ijThHqiPD0w;%?Yp>)#oIg!UF)xtJuT2$DKUDsws
z^xd?FJc7Qq#Q}*unrk8wQHZreNDB@mf&wPg#q+=B$MTT>K|Vy8<N=n4YX+JxW<djd
zK;lU~7x%cGTV$Zy)TyEKBH2yWPllvd_%u~8@u@R^g^TH+R-6$*{&=pV?&1-X@A15S
zC0%cs46n}_O_GX=7u@VMkU{SasH62>qhFW>frp*${5>@S4uj5DjiWe-t#@FCdCN!@
zU7jd1ZPE6+yfnr6Xbd-lbD`e&p<1Fkm~F97<sI{jxmd1o3}kXzxaX7Rcc7&WLj0Kr
zm@~>0&W$M)i%sh7@y+{@xW_+ER|fen<6fMc1>Pc|Jm~|*J9>m6lc8PstlO)KpdVlI
zVl%q1P>Xb*JXgMK4cfVmRiZM^G+<8uHQ0GeR@NI8LXtw0KB{*2%22Jeu3n)x9OF*8
z8{w@ap&;$g^J)_5{AAI8NDgbh-<XPZvAO5Q-i5pcT~_OiC!gjs9JqWU2xh}Wb$xNQ
z&uV~LpAt<Td`42*t;!29AR^q~6CKoN;qwkVyWBog-4}N~zCx*cVZTFme%IS*uorY#
z4%H)keC9WY^up-iC!vJ?$yxh5oD@x<KH`IkjqcWHuD!<gTsctf+MbM4feGUey)uTh
z7~Yg1S>DeY(3q%*G>X}*FbWUCT66S#)msx4bd)D|0?7g#2?5@3BtZUERX5q_U7Iy$
z6PiOOMCzCTMIi1ne?UuhYoZjt*A`EG#Ruf0dWKL0*364}-@yG)qgm}Rct8?fwQD}o
zQzIJKv!i+@>Owl{r@+Co3vR*tW#r)r{~1fuUmGal?F3Lpv!JKK_13dh1A*6|I3^N4
zp*Q7D$v@;a3=hb>;pVqz+WbzUq}H;8g=zjJV$)8Hkm~)iZ_h~$%1SrJ;#1(ws8IAG
zQshi5NlTO!C*sJZ0tI2sNRIjUM@)Hh@mEj$IG>vix>=Z{N=4!CsW&pMT$)KTJzoHi
z7wb~pqtc_lT%WFOw9xZsl%aucZ27Jq#<;GYrf~&C#mD%O-&0%{yEVere3!7<S)~?l
z<=zPbK#5<iS&R`7!@8)hFJ{N=HInZUVlr;HHC}JYsY7Pcy~Z)+y;Xy6r>nz9=akiv
zTC#Mt(bGE~nLffjw+7XXObx<xn#v3KCvLJV7bN-;n!pj-Dv`Q@lBOlcD(v0+W3B_E
zC~2%uC<uS_xi+@FhXY?6O5mw^qQdaJbk%-TG26eY$6UfeJAZX#%?r4r10$w*<V7`G
zf+KpR7H#$xeBvQjb*DPa?4l~QNL2d~DeHyF1FWYexK#tCz|m6`;Dm{Plj`H{gRN5I
z8+%HGK}oS=bUrRMt|$mP@p!3coMwR`Mu|_jYP}GOU1Et}=j&iTmcsUCPQ}0MN~lLa
z*GL;SbIKhdXD&VNYr7DQPPE96l<`+1i4KY_J+#*^F`U_2li->>z!Id=7f-z3CaJRo
z9hV=utwLt1-5dcV)vC?gtbsh_Y27pb-phh}%9HSlVXbdl9qsGlz=aXknnl~qid;cC
z3l0O^r1=R!Vx<-cy+{I-=5pg696j`e<p~O_aNp~m?~*sW;)7D(E|v!6$*rUDUYEse
z@FGw`khpdBgclXFA<@k4io>TkcM}A=BANip6?{UoAb4&!4<l2{^Amat62IJ>AkTbK
zrKsTn6ZUhMa3IFTPXG^rfJ3BVcyyDj4}FvkKy&xOFJhzl<i^?X?6zgWk%F>gJqlx*
z+^<H~D{cJ_Oi2^&7`|a+_?^mZ-D#xxjI3of`NYgYT)QcTu{s<tT(~RTNFsGKXx(eV
zIPZ=x{hu&NtgCA3&6zz4JNJW`>^{zk_es6`y~$?=#QlaxaK9zE47xQ!oeA8*Q5H~D
zcOZ@IQ>{1ROfl%sJ96pfZv+fo>+?M1tw=mcq71vd7u(GnM<wYGu!LS(FdA7NUwY^O
z@>m!&WR<QjYP2~ir=_$^Rsk%AS&(qXGd5tX*#jA5XnTz#$>f!k6sog*!azk96hk3-
z*~e*a_SGYsrHd^556PY<x+Pzmyqn_5v^qa$QQ~&Mn_Kj8v2`78c`sPt29?o2JM_QI
z;R3j}4an$ksoRB3Pwo%HbjpnEJj)(AZ#eylcH8mWsQ%ZSJ*`QD8b~v_vxV%IiX~~C
zGLt*f>A)Q0{Rqu>mqHLJG2#w}CFHNG{gw;+9M17gfOxT+`}v$TrU2S7rXch#r<5>5
ztLSJ=!T>}ydNVF(E-%5)dxhBz{S@cKDJhbQ1Rd5H4UwrGNq>6=!gvw$B#2`kdj8cD
zVzk|y9P_%Ba4qFT+YR%F^UT)T$K?>$!NC6H_&!HI0mxps<?=}+128PXJ7wLP9UCFc
zpf1OI@qTRF90$e#(1BNsjoHO|42jmicA=Q=>ys-I0$2FGI8h7f`K)o8P_mOgfNv}x
z8a4L<7-zS=&Ij|y<7gOLySQ!OnoCl!jrYl8ziqEdaRzWPr{)RKdEyno#x3<0S{a9t
z*G5|YBSguEDBU#6z_bH)S@GRK{XHUUgIThXeSlaUo;#t5d^mR(Dw$q!whOD62VNrW
zP<W{Cw^;!vLfMaC?H}<63*@7<a{Im;z8o)jzXHF=;}V&N!aXkq3$9&ioU{nPt+)pe
zNOwU^vgp~!BUSU48P}aA1zC4kU^#?T>nuv5!qS?RC<o7Ppx%#I4cTPVsJ)d~g02*A
zcHRbRr%0n)BFT1Lzmnv}@&e=YRCTV0ziseO8BHG8@mAC~Ps_@pFoxU<B`!303r>z?
zF>d+HH`^mw4aC|N0j8CyVtU>U3`QA;d~2d6=qSB!BbJSs^5o0Yl*$4x1DpI;4Mvk`
zMi1XOCXd)%;6A&p;tCCO{mo=F`==TBwwnBNn6{X{nq>;xy6~gHCPpnM#3mL6@wiqt
z#D1~!-l^>>muJU;A8VHr9ZK9w7}O0>9g9P`t6vpZUr4<TCs4KqKWPeLlk#-8(S|UI
zP|?VsvAgIjz248XGHm7VQZ06yl)83esRlc0cuRnhq4`0z_!@BB+L7}xn>6p_U_e2!
z)3JJZTk0B=6&d0+P7Y_Wt>5+FebY&S*#x9_EyPM_vOP#9d<!@>Y!Gu{G-$>!y@0`k
z{Gb%#4W<m6&vy|-zzI;XyHyX$sKTe($I(xY5PZ8cU&GWodmZ6DY$UOA{){Z@bbu2G
zx*s4?@^?VoNN$IUnh*64nNuu6#~%A_9jozUL&o6S{E0D<`$VyHr$v^gAh$akC{NZz
zbVgzX*T}-hadsD*3%lo5zS6hMT-bRvfLU1Yw{0LorS5LR{KxSV0|Z7ic4ZkJ3IYdI
zDP3gj1)^+Og0KmE^#95zOgTcA=qv<8><Uaq@UiNuqs5Sd_L6`5tueuVXiOU@UA;a9
z^&1-~0?F%;CviQxXXYSTAnd|`3~xsG7yhy%K{xg%zL>??8rBpNObqqDZJ_MSB7|Qn
z{uMG@5_;ry*<X}sN5<HlY=;{s{t5-BkvCJZ=S)Pi9or$y#SK)QHRJkghUtM}s;){w
z^<;Y5f=9|P$)?F#Z-hi4`9uhqfdg|Cijt@C(!=S!?$mj2Xsr1PE9J|Xs~_LyYsx?M
zQ_1K5cz6N+0-6`@-HA!+y&g=}FMxcLRR2C52vKoi)5z(1=Eq7B(Tu-2Y)xE?x$Bu}
zG{dH?<mb@xiLsB{%89|5)swU|AOCNfUw&u_cVU-W3q#B<gy7yN%l|Cf?Qw#^@y>`G
z+_t1A@$uw2(#kD!&6oOW`9J4He;Qs<40hv}nV)#rrhX-8{lJzCwjyUWu6@9#jc}WB
zou;zSh#g@nO7Ygp_a=i39jOr4yxa?p48SDcJP{dt-HZ2Iy?_UPoVNE|-N5BFy7%F$
zB81?FxA}t~f~Hr>wQpimlCJUV0^MH?)L%<PvgCqrg_aluqA#>X(4`U)Z3?&<_=w1u
z@D$D?;3heML5ccxj9KJ|E`qiYX1aj4|D?Cs;NM(qhPqX31Q52nxbELDm4`6>pz;a^
zVK7b*pEO)as_rAaIVBhTYEWN(waBkqySC7NuzDbevijcq?exd*_#O+NZKg3z3mmu`
z_P?~JB~`dC0T|ymoKSEr;M$C&$^q>CUFb0O?6~U*pGu)OKDkN1aeEDuQu5njE4FEu
zN_O>N%&T?zK&B7&2l3rM{um>HX9ifxE`@D_k^8@OVHZAyo<oxynFlv7)s|o;-!-Ya
z@=fc={h{m))ZS#U3m))feJ4%*?IE!KGuu|gl_X*_!nU93V<v@%GMPaB?aZiOGP$s;
zCE^$_gYrPClVP{o@Xa!_R&X!vQ`t+^kClaYEc-~AmwVT@9iN{4w)PY4ATHT&Y9zsE
zG<Qlp0L~y4f9_0gNfVxhA;N<p0=Y#8ggam=L$3(-gWX~W#gE{s1z<Ygbva!Yp}Tmh
z&$7suB<`AXv&t-yCh5&&U4O1EdA;Q--{qb?3KxB|fn*b~*lW!1CeMuO)$h?>60sRD
z6|iKtHx7`~pEab1oydy9I2(B+PaUCSjxT12Eu{q5q^+v19q>0;CEG6gs*<&OE;8`8
zi~37qtMx#7j;o@zdi2m?5|x3>T6m>v;GOvyGR@poH^p`A>a>ME8&IX5xSJTCPjy$5
z?xEwE7Nb6LTBe6FykSwZ{QSS2Z@S`{-^+fezaEXnUF#?pdbNTr&8@-6c}Mu|aR#SQ
z!70~?<3)WPDXr8Lx!b8*JiiM$8@0=`-qEKM%q|_lsJPj82&_1pOddYuts=@Cv!C4Z
zOs*WpvEvd_S1l;aZltHc>~++po*q;vCD>-)^s2(52`C`h{S}u_LTK}Ta8f^a#pY@8
zMTqsYh!zhH9U05SxT$L_jn@#jj?L5Tf71Yk2&`8@`QB`{@Tq_ITM)Z9d?AbFHK^R)
zS-@B#7HgzC>nmM1KLsR#EI^tS7$6?@h6ns3x)#1A!wou>{Omv2HD@b}&t9%~qdls>
zm@PCBbR|9Y|8Ad%R{dlPUOPUkBnQb0Xm#D+=37s!KHfl8N|<Uie778jr~B-OM&?$3
zWwf=U`omud^PfW1MPb9`{x<y;n$_A-a#V-4kFdgu*wWc%a7cfI--KsL0eDq^tEkQz
zUgMP6|H*IzMNz!pENP>^3%)ny@ujQw-+jzfS7=&=0I7by)M7NEUt6etJA_*c_dh*-
zo_P?*^lhI8@cA<wyU_YfyFt!4=HoATVbUFZrfU=V=QZq5=52MO8+??9NS1hoy^u9>
zJmLElMnYQLjqwy&)0*$}6VH(UcvnOF`6lik4D1KxIiuh13FY%&`)x4QebaA4JythR
z4{mugcUBf+fhU}>SakkA>$zZ|@5;3KX|B+F*d~M{uz)*apG0gI!qoAgr<5M}%Gmt1
z<loJ00eQm77Ej-bjG4ghJyI2UAUN+_YM}sj0t@uE@U*3oX|o7{WARIO;4u%!4b;WS
zSx3*9K4Gri;Ujt>8>pVmD_!_KYJM7%Zy#Su?aO1}n6>;}lI8*Y!T9Ot8z_=$U(&aK
zFVe~P>s3jhe{VIswWRs{p1e@YSRLQK_eay7B|53Hd#`vXdJxLKv9T+r+8OuDU|CZD
zZAf&4@EboeR%$};kbyGYyVEn45Jv7$Pd#dU-Yq)FHON}<*vS=+lu!p1Dzj&haV?zn
zRLjWk%<XH$nyJG>KjxHmz*W&v;Pr^gJCN0~?iHJPipcDkTlWe}2bhp|Dku1_MFc(D
zJ-Cr_;%u<&k*vdScCW*dP=YYnwf;oDh6VRu#DXhe7|md*ciMKABU&;aB7est@3gbf
zymvg7h0g&t_;>3B%V&T%RS-uLOh+&hAu|#r6F}DO#OqHHV5&TsFZ74-M10=BZ<-95
z0fnIXsqU)^5stpvKr!rHLrV`zlfSduw1E)4UKAMMlJUCy><qVPwNJYPqxMdEY$V!P
z_b0b#<l2jV4Jq$vk3d2F6~{{_Pbvkg?!=O;(jRtN{x;qJTYOpvg4}IC)3W`F+>v(V
zNmic3W*7BTEhL`D_S%1Uu9`M%<gKmAM?$xew<hQcF+;f)M|!&~w)e^!H`epfPL<CI
zLy6m_D;H4#A*y6G*1k?iP}V*{<`_z2X{V)U^uoarT?mV@INmqSjxEWbfyHSJHK3lH
zy@%cg=u%NZ{q@+~x-icMisiQAjY%!A5{bw!sCrxKMrGgdz5nj(nGvRixvZ7BmZ_w!
zGS1@X#h)v<t>$>MKv#N(eTNpiZ0r)HKzqqtDL80KJOe+yoE<yuLacVIP}n0O2Sp!$
z6)HW{eKjcih=Bth+FY2k?fBn~kAq*R(O<&@iVAAEOSiip^7PlK?PEL<-+g!qk`MW*
zke^4Op9I<ZKmd7cEKb*)b*uIrY|*<&?)&q_CbQQT(fc)i5=1GWcD{G+@K#<Wn&M14
z?<qegF=s2dZ-cN;Y%LhnL$LAP*xd7vEI)@IRtQ{iHpcM0UXBjuY+7j0AFz<R<rn!P
zS^v~Ogwj+)X~Dp%-jo=omAOzK@7kX+GB|oDZz<13ic3f*^CA>Sz`B`@WZ0vSayhri
z;i9g_{i^$Kr*jA<4Uc=_+V*6M;KgyuwXb;2B<r8^H79#A3*<lnEhCyV2x$yjWeh<K
zmbqJcMv6f+zhS9C7N{m4l!8KpY!O2ILcIoVY&T77!qhWY2W~V!eOr1ysZd`E1V*fs
z4kH<1en%4qbl?+=bZ}t@N7}2-=z<?YPgkC)xc}6}!X+59VWG)2N_9}Iv;nvbV0=ZA
zM)$Q~3KEL6*&i?JZ}|``Fe{#{w+#tid(rj$9HKNArd?)aR}z-RDTzzzf-2i*pkRw%
zZlxKzC4r8u=pq#JYC=2VBSds!#6F}P$8b0a$KJ8nz0-})G>CjuosV;Ogq%Nc*rH*Y
zkG>Tji&{WTAPPZZl4AdfUr_cCOAlE5GIXl}D{I1b;`QaEkDl)b4X=<d-P|m`9BI4G
zqg#m(qfLqpow7y>{u?N^kMdD#WsN4U5~pE*?`u60r9$}=akpc%f_{g6XrBpNK3HqL
zD+zb*sq8xj7XNMabD&C$WCHASRp(qF#?S1UNlwTf_1jL2L8Vyo0ksI<+NQ5y1eVgE
zh8t}601ZY<ZD05Ns{@`7`P5j~_dZ}tm^R@Q5QeHfzEv*+Fk{I=YN$+BTJCkD9NfjW
zduVRap}g~PGVL^z8X1Z~eg~e5Ve99DA1!;U!}dt@r`ZcRX;1Ri_I={5=F(Es`7`Fr
zxU<1{+G^bkg1{+`{FwY)U%RaDhpEo0zBXYQSI7-58A^yN<oi;f^e{DUc01N(31+%5
z3LyUACk-6bqQkePoVJ}ioY_1J0m#y#Z5OC+bT}P(<hcy+>v)lsDem0QZZVvl9(hM|
z&PRng>Nqa+DrUDB_E=U|-1h^Qc750U&B{1y0>7T04DFWS8nOSdZG_J5UYmm-y0lWx
z-rm%u5&yUp81_YwN{OceSi|t499ysjZ(p~Ld3OWN5IzEgxI38~MAoANcCFGnX_L!5
zf?K1T?|uoiB_IHbpA^?oEQjd&auW6aP#RMl=e^n}#Xm%55BdR{CVHpRT-3h{z-n8X
zOH_tio(DoruY|O~w$liVs?97l-PplYdHY=pmjNb45bG2}wnV1=c5sAIc$J5j=6p5r
zbHYc>2b0H((mR=!Js+E0)g23&mTkPBA6XwY(76ioYpvxUuk!zRG0@}x&)uBO$lTYq
z-5=gz`KO8~N;IV^(y;Mnv%}B?3HZk3aD`BIi=P7*3HON2<Kxadd{l$)9j*{!eDOUL
zEA6`I+(lZjt4O4zHHp+PzW8*f7X=*LWAAvvhGaH0cYEnQi_ME&Ef0(&LpRN|uqXrJ
z20>N^E~&o{Y~i!m*M>;G2YCX!@cX{}&>kNphb0`Fi05g;cE7K)Ep;(-JZO~xrp+(%
z_KZe)*B#{-1zl6evzLV3uZ-^fmAd1SqkQJn-<BycqZ#4EP|Rog+(F;rYtF)+x>tPd
zQgiBOm<6RVq7ISdZfwu}g@x=G0rbmvT~&j*cbns^x7wYjho$4g5Q-Wg_qojY8h;Io
zg)CE{>VbcNUB9_2{Qw?lwQlb8ZXKS8URAVEOTZiQo{^cJj2FugZo$zueNSEPcYMU0
z<I4VGEH8alU^Ls-<QjD^og$w3`QYI<S21={;+dt!j=pJSs*!dMnW4}5A383xc^PJU
zsr6~!Y=3Kc;QWN`;*`V|y-qhjlgZb_skSF3EYIz7shTz5(R4sUKX<(2+fqxoElVx4
z0|HFjrg{TaL@3r)c(LFDU4o*^+k`nai!8|jyEuCN*dff#hWCu?BJF|c4lQ{gBi9z$
zPagJGIWo1-tCarSE7X0VW=(ah;>wriI802;=RtvGf*C&jD*U;HAFts>D%`jq&b%a-
zWBd6tx>-${uskrfc@}tGj59u0{n^{U()XCCg9`?#Bqv0srLcP@;J*5a<K@;cwfS|#
zoS%fO`=0&<+uNC8C}=93Quu3^>aSk3RYS6<5%v4!l_q9Ed32%PYkAE0g`0mt@b->#
z%E=um2@%WZ+9#;HXI4kehVUo|jFtt6ryAgk2Dk_Q=eyq?4t?TZkp$LpkxPi+$!w+Y
zVZOzcb5z@w_|*obh`3O8>vqBDV=B61+4#(;1?<ap@z8?%v*qQs2k;X{>E9`@>A^cC
zrBZN?vr{w|3F(QSrn$w;cc&(_r*^eG<U3l;WL1Mw{{fO_vsP}PzTQC$et#q595i{e
z&AdTxnz9VpwDe8x#`ClfQ!k(DcrVBke^=_>d;XQ=32RQpC9w{z5b^BU<Jmu+sEm2(
z9^);*3s%;qpTwN0@URYT5n6#QfV06-UztaK?Fmy(D9=4sU)V@LZcbaHHz+*(IB7K?
z`m2ZSg&%M1z%oN7J4QiNX<r(t3VJopn4|rpQP%m#iV>>|nf3$9lSD89=ib+)z728P
zKwTcy>S<!ff<e~!D!m|P(pn-@*0SjKMKT-1>s*#>=&=~i-d{jvzwcD~VOW@0f~@Tj
z3mk0@lh`&;YhL^BN>OX%<H{RH<1VnYG$|!0td~)}ESsrbe^*yXaG5mJ<7X<ZK6%+b
zF~on0;VxG;wLKT3q$lnXU*2mn^KgROb+Dss+|<!zZxYvvL}r|$=Mya1?ulaao{X&C
zCua7Jb4z*W;tas$qn}-PRKM8YkRHL}n<r<=xc-7_GmuLGO|QqorYXR~5jHR*{;7-2
z1EO*db|lB_$TNjYG`p#_#{T-Z(vjuA*x~mQ+Z>C;wvy^t>h1CiXX4b+vccr4DvNTR
zuyk{B)qB6^UB_yub5f2u#^m6jmZA4ms|^xqGR?jh-+}TCt0vr68_o5r48FR41)v@L
zF!-V1`?nPJ>&8*GbTUvi4PB)1b2qT-BA!B(cB_IxPG7X=WUvR7hc8oXh`(IBFD|jM
zni8(#mWfn--Vyo+3N>mf<@cE=T@`6lSX<%}wPdgCd^w+Q8K`F##EW1LeDt5Sw|{pD
z%+3m<5YFb`SV!vif4fVYj;cR931Z-m3F-7gT^+XeutLpO?H~Wuav<S-u6VF|W=z)#
zd)?~Zy3#wkE7RBI`WMgW1_{<M$9%QgJLBrdcRgTa9eobfeg+c9{C*dbI>=5v<e1{-
zLM(1`OdH>(u9v@d?N{Ac_j%st>U~D_tJ|vmlyB7vG^{l){UnWPQOxf((=RBYgY6#H
zir7RchbPt+;(Cis3Sa0C-=8lGC%(kRudC<j$Q0ZI{r2JL>gSX>FudivruoKaWlme}
z54hGJtej^7Uetv0Z1MWWqM|dt<?3rACjxvAI%a$~i%3h2CkeuG-91JCj-yg+T4pdx
zB#-s)Y>MiXU!1GC5_oa;1oSx0JdS3*pZHEz9|Tz?EY+){rawkf^LeLTzg@B9ji*fq
z9TE$BVB~AkUCi$*@-xXwPI+bl4CZl(9@7KuQ%1SjF6ucTg`2i|`(JA%P)tY0KI81X
zd?)!kXemxA0Znx_dvlsO-{w18DV6gqnVpWxe9{!=eEGy`*`+J(&t&5p=Wm}r<wR(8
zBlHr!gw{*9%M3<OB^%Y*9PYE$tGMY?KU6wrmGLlAdOG*Fy^&~mlW$h;p`yTW9F`%S
zqf%a#_uE14IW=m@kUqx1Rv(se7#h|lw*H#HUjE4<78}4!p@%gm!LwL}@YR!6i$8ms
zWL_rFnOc%mPj8iz1YlL{N_b=pFZZtS5~B3hF}yHrmO0>pnN?qRrJlRs<}jlQ4<x_1
zc&tnQcur-<ubyLZ8GJ`AKL-Kwz$ak#IP0mI?v-M?bgM1EONIg3oz#vwG>5TDfARwB
zq2coEXh6oBy{Q0cEG-pSizU&c9&2S8T^CEGBfD?(+k|;5ex=Blld(njXQm!ylMR#6
z(w~f#R{W=^B%<*R$<^df26Ng|@zUfJ{d?__Ozo*$Q4{uT`8D&Iv`8cqz=ZWjc!uE=
zSZ^R5yP&{ZWc>pU=Km;Zh|}=@``@Nf3>Bk^I*nMSk@CDXwqf3YRW#dj?u9PRWxQKS
znyM-=p;Pi>*=x++IV(PwJDD`kpUNKQe=A|8w>iP^ocHPFHG{iob?kZ}L*nRjxPxTE
zR`ef59@&lG%nW3$4grCXt^bevV%xfv_b1OW*71zhnNM|5@hYd2wO6-k<<ED{n!h_V
zpWGNob+mXjt=sj@l|~P)DS4qIL<kh2#I2hmNpXL^RP-NZ52LD;N|2JT_%gG6=NlF}
zT+@7*@9uA)%ClomIpU_g=atOaES-Gmsc#xS%`3m3YRV9-$q~gAb>K&u@<jJ_{knYs
zXVMX7Z%+Bn*H7~oOw}jb$h|-Dic%WJX8n1O!d@#T%`wXEu~=Vi7VnQQV27%*b%`bg
zhRIITMRi@=<Ld&%XQ|0kgZp8Hrq9)yG-XtCy5e0B|4m$#UDc_HbA{-_j|)1!V^t%0
zO8W#0WTgUhzB1&&5Lq_%a_@7OfPJaXm&Xyp$|ToM=9}k*7Kzcd@VMi9QbO5H3+L}a
zZpgf}I^!L4y)N=H+OY4oqjRdwdQnCfsrN8nZ84?6HdE_r2F=5&`{JIJ_~MEeq)TDx
zpK5FL31zPJPN6qF2*J`Kq3+B9jRpB$K8=n8?bOw}*YVeVyM<;w_4qGmD2L9Q`M40m
z6dX0a(=G1%(TSFtykRMxARyS5`pvt3PL(cdXX;BSu8MQGu_!vGStw&Cr^wPB+T-%m
zdh~)D8NAFapI3RSjV>7>>W%ae-7{9;naj+eH7~#{@^^BRD8)*gCQu^XX$Q=LH`OdN
z-`~D`0M4CA_mp@QB5Mf<p~uYVwI}z^oFput<BXIur*T*DV~}Mm^`mJfhZ|PfTTVpT
z*{R&i(w}n3h;R5>kNq)RDOX`OYEQ{g7GQ7UbJq2X)>z%9@oY4-!p|x>leImDk+p<T
zgV+NF2o4(AWOBq1?*2vcdEhcnUEh>#K(fhx^oQR;yqAy)z-U4`Y(o<24=~!I_6K91
z0!{(bJ2Bs&!>tBrqi(68<a_!0+3x+{syLZ66GEk3fy#Ty`*U=v=PbP*KmKv8#vSp%
z5CdO_P?J73pPw_~t#OA_U3e<AG5c1!SWo&6PP+1bq#0hJ3NC;nC{u<k8dv$CwDQh<
z;ug>2kk%jhlf?9m#vTQv`TPJBTcX`U317v0jP{rnWPI^I<J6y^YV>A?^X?$0B0a2a
zArq~0Lcrcc?elwO)z1T;Yw#SpjoH(l=jBx}JtvmSiDS|ZfmNXWSX$&O&smhOT+57o
zFpqY3V_x^vc}QK3@YFl*X&V15&P<Ud?pe#SL}S)*eerBrr4aGKp7M*Dc5dtmIs4mW
z2Hht3d~*Y1$n}Zt%BPQ-nV!sU`9PcF*FE;}LqpB?6P3SP{7jm;PsK@Oic^mtT%QRx
ziAa9jh*1LKF7xit;xUT4u~w&Jw9oj`3tHiMdB<LXz2#`d<5f|7PEj+4DFZ5PKkpMs
z4va6(2OYXXL~uTxt{W&X+gFa)1g}&*v+ruP;;!X4|1N+R%8Re17!wMV?U){mnJccE
z8oo<ilQRAZgqLUyzcaplbCT4&^Djf%+dKd}S;c^NS;ICY+k9lkIx}K7cSOZR=aWz8
z-}b-D@%uaZ&C8emYv?Jx_Oc_%&GZ>n24LETnr|^T^!NpG-u9;w%1!yzBb>g{C29tj
zr<|HcqtCpHq2=UL@RQdCvpYRhw1+E`*=#MwqQ;}$XtDS*9lK~^i?fL$Yq^ho4$*YK
zbJrQP`@9ym%2N59maNXuFSOshZ?twtq0e|7!UFqtOZC^bxG8n6j;i;+#`ykRi4jbm
z!n5CSsLcP#SP}mbB?=6(qOQkxA5db=O>Vz~{<I}Q{v~jM&X(e_9}k#6tJy#~N1R#i
z7LR>vvTuT$t#D|?!%j-#U~_1{+N%1;Ro9>;ETLS%e|j|BmXe_?v9~6)nB0S(EmIu|
zt>9IX(_XG%cCX#OifrlSOM+NGcUA)-Jw^Tg%^F1c0;Wj^fmz6*RmfbidHB_TN7HPk
z&!1CjVDAe-NrxggP<O4gJ6I{hs&}+=B`7s~hAO*%J)x}Y358aA7O1@4%$nQqt;3Y=
z)o{S?@B6<52C!9{FUW8+7RR|8&v?5=e{F*Ub0AASvwOyfOAyA(EuN~1S>aOrcN-PX
zeWSUq5lo2i2-sx0|G2zF<IM2IXu}>KU4f!W!wMHX&7Rg6@bH^8I^x$laq)otz0P!s
z!Bf6qTcfsy_p!qjn5CPRLg{^<l2!D7#iv$U!nb<qqaMFJ7PHVRakzT&osx26?L(?x
z4sEqD=%h09*K)<}hKHAU{u(Y7r>KjQWcTak9nCIQev#ibAt{qb_Zn>#eQ3q%?3gxv
z`E*J0oBAXhf4AU;p78IPhf8@YQ`wtDa}-~jTo;S?xQ~0!jOw|iwO>nR!Q8|!Ow-#h
z?NQtjx3GIp)7<M9ojcHZ9~DIh+yz%89?9}JzJD6hzeIajbf`nZZ}Hgs<cXhMVXzFt
z-+5QkYvd+>LIL_*>!EhBiol3kw5gy5AwL7ndcY?kh^axS^yfN$Npbw=+VTcUI}cxD
zqD&rlbvC|Nbaj%uBMzsQA2XU~&L&aVp=E)qxY=_-{hD#ql!6jp#4*NO2eZAYk3Nq*
zY4#ZFb>n__<Frz+$MKGe#?xh|@OIQeKQj`s$!US%M;RrMZwfVA!H&<9$ML40Yw}_~
ztK)eKwOUrY-kDL3nkVSmwAKl=H}#LS&e#$Kjx-4twI8XB{tkkS?Qh+d<Os(yrwIOw
zhP|BzkVD3DCyu|XwfOE*8gnV?<7AoZoSm(!x^_zknYz3xIJZXpW?rYGI<@{Xo==+J
zZNI&_e(z<N9rj46hjqIyNj}OvL)Ph2*!R6`8n;^~8Ws#HpDB!5<re&$%X?G(%_Lho
zEWq7&#NIq9AOGUL><e_*hgG5FIi4!rm7&IWh3$N|wEFKK`k5Ez;W2NHw<F?oZ^0S>
zw|UrDZvv^|O#HVbYuEX4*M7ks862ES^ptNL_9BUEi7<Xcb|C2j%Vf>%!aMMYe!RIO
zopj*<BA@+(-1+x82LQ2c{`-IVu#xTq$5CyI=}PNAK#WS(YQ}QVg*Nl(Qu9<2?!mfx
zM!;L6(y(Tx;!5GfPyDE(%CZa}(YAj0m+DNaqy4P8e+$xxf+2PK4X>026k^wlfHGAr
z0`4I<+#>7Q0Cw=t{fvAYgzbIwH4<do;5~?eM~CLY7+!6yMGTLuBS|0rqRa8xJ<GhO
z_^h>TL87fXxuy<{%@dr_-(!tUuCp7}7r8j6oIofE3U-YAJ>VhIquZKMC;bC^&}IXb
zqGP9L?4lJp(qeH^D{k_g>XZbhD^97~{pPNh@y3x0?}~l94|&E!IL~X@1?U{^Hdk!g
z&8{%jnju}ErB~v|@-#dKXeJ4p1=_`~we8^Ek(>+&bd;PR&R*?5c(*;-K^(6<XX>-8
zW9#M_AE3>T&8%9Mc$7Zra(e;JAIknpQG}yCyb7*mx>G+#CsgEGHPiFE7FAMydt9X{
zdyTa(N6mhH<H+z$xaD*DBZnAMcWHbrebvtzNQi2ZLr!eAmteY9UvYS5Uq3ICgqb&I
zv9Zs`vHuco1?yv_1CKRW5A3w!o-6wsY@n>|4&Z+@w|DyY+8%Jzo|EK%|4q6?REMp#
zaXQ4B&tPX-$YiP=b-a!o0Ea|G-l!*hf&n_TsM@Sc$S)1&TOpYDwz{Y7M?B52uvK^Q
z$}H=NYzq$^72VI7rTizp^RZ%q&t6D9H)_%aXrv~7&qBODp_KN-bs_T{E%I%kXi4dU
zav3fDa3T8*KgVZ9`oe%2{C<nO@4h^BYsoR&!a}5R7GIX+q!J^rED`D-ohiac#lZ<%
zy$R1#)Kff{qxWEk@>Kg>>?fd7CAnIv=u&f@k@k1ZGaR(=>op<rJqE$SZ9ihAd}z<h
z56d(NJ>;(_7jd1-2uq~ImYaTU8ue8!9j+YQ7G-pE7~4B!KQ8^c?Vg0vm-AuCy*H#!
z8-;Yrr0NW<VZXf%TsrGfskrh2H}F2bSgc>b!imY>zy0=fwu@lL!*Oo+m{EkvUzj|8
z(Iq}8EsY|TpV<uOFWGv1vwI3-wPVHo)f=0udLSEZo-AN?<58e?#DD2$DD<a=73}<<
zMuMD2hwP{S*_Zhr7Y2+fiXG1To4wIjw1vhz(pCOih%x3UeC<wy0Nc9lFC+DX-#zl!
z4=PFLzEF{lF&dF1_$DmRmt!V<eRp~IGFG>bc_s`ZSdQc^Q2}SDA!${j4Jv?zlz>M+
zC8{!*rFsVZzQNoW*3Cm)IQN3R)Wkv|a3<VBAy~kfsd_q?J3^(C(I~k+{_Y0qM>^>`
zPKohClI1Z7OTI)->EO0y_9qP$KL{1PifzA6Q7%u_uLV~B&HS$1o3p>(b%tNyi&^_=
z*I%m7b=EQ@6w~&ri2iaNlu7}PsysTa3n$T)d*ABgBV`I8z){%kSEd-1uS~s27XQpE
zA5>YsiZdV$IU5VEc#U@9In2=~Kwh-w^QDV;UW#@sn6PrEhrV}~D5Majv!7`V6Q_(4
zqtA?8q;!>|dE0f?%4SSB6f!lCZ5j93!Db)%6|Xv5%XlwsXrgj;eH$nt;#jwWC8c?7
zO6>3%o419-xnr3wv<pe<LY<!l4>s8LK}J&YnOv6OC45c%_;5LaPW3-zVVU6KV+IHJ
z*$q{6`QL8m|9Ev?(u=6W=hWs~BJ8`6<#6rxYR$-$L~V_UlNN5uW4^(Lx10u<Sow?T
z_toha)y27DD)*5bnBcv}{U!KF^7|{KF7O$!>c;RSt1Qg!y5CBzr**hR9;7@CeIwW|
zb72ET_svVI)>04kkB>?l1_0TcGP|R?nzzAP&t~rl(~e|6+E7b8*7sZK2-C82>>`~1
zasu-WBn?{J<?dG%QQS^=V3{Q+JjGZGC52S<j<IQz=G}4?W?iBZJb#)C`^L^Xs$#}^
zSyj@c98Y8jd90OAP(~Eq9UJuV1<@qJf6B$e^q*0(9q^~ao;qtU-aSiW?r*!ZZ)|ns
z(`eK+My>GU>^L|;?Zm=q;`Uq4Kg*PEhA=hnlo1@2orV1C0%Z=AX#bd>DhVWaAL?5U
z-p&3+Yu>a=OM~sXTe9v#rXY7(YT-JaW_Ckt4(VIAK4z}CWI6xd#eGr8S}ftwxy|ir
zp{&iZ>G7P2Q`64jKu+joAO5thvv5obLNNSq<zowYV#HBO%mb(*q>26YMQls>7CXm&
zlP|#v0lL4ASgODlyNWl^r7s8ryK%$j!n#36t6oxCutCGp%<k^dM+z_?^4(iHz92n*
z>yY=sJUV%F4qHhYL&p$@8De9*iNheOmnmqIZReKT8@bruAsZNCHYy{Pp$4VGW6<oh
zBNIMSK?@WGQ}5Xbjs<44!S)~wAlc2MLSf|y&Q$@I>+VPnnggr`DGHg`J!?<cB|r-;
zOXufTm}2+}`1qL057gOJ9Pnj}tFE3mx50<O83|0vJr48Z7ULQe_)9l9H!smO`k1NJ
zWA@$M9<ci8DV-)toZ^n4oF?69SFSScs>ITXErvFM3D1oB=rohG!EJ3ad>4E}%at`%
z&LvUq{fu0_Na~Fzw(2&o8dvxDcPOqZUNCNPOtW^rEV^1o&p5uv5(@G><kS@D;6a$$
zm!B$+g)QH)SjaRc1KEmG-cK5h-`;=Jobuyju3|h|_c;GPnbYT(*1d5%=kwoQ`lQbO
zn$8g^uH<awjduJPeIQc$^H%fV;Pgo+oEcHnVH$oJPAa;Cy|&zDXjoLD?+A1(5St=>
zSacru6DIW)hqy#@aa@Rr3$hb-iH_0uN)HBY!`J56km=zuzc0-mRzh$B40ZX$+CW2c
zLzt{2Kgp>lOzFbTtP%ow{Ja)yhqbarX9TtsfU=Y-%|Gw-1yss{8<|>Xz{BQp?9()F
zXo7CJ2K+3(m-PdmiJ!)xrFF|UP$CtY`+4FX%g6LGuDiUl5on4|6VnSH{v@AUTGLR-
zPtyzZ+Vej4%UG<lWxdqxWu}#UgWdh3IUnE0uC)mJ4lSQ@8S{QJOs)t%k}NepprIqS
zB-xORn|JijlS(ymj=fhF|K{6_1j4}3^V<v1dzAGrKKoR8=knxK+5yTr5%dNs@P}sD
zXm)0&ToBDK@`(eKKy#a78HFq<d$hdX8gJF)_*)5Hyv^H0Ygg^eFd5g75n8Tpb3;LG
z40EYe2&0Z^letgt*O(4kti_&-A{cBrdjug9wg_7y)09xA%yk&7f&mTwcQ6X#K-m;!
z{v{m{s_qX(2WrU{9^?qvWqhjo^?3Oos{894Jz#5<^TYb`@48=_N7gh`_A`IMtlCw8
zR^A~H1sKHf^Ri-i*agAzgmUc4gq`ud=~dRXl<O6=CUg5)W01p_#`A4*VE{mLii~1C
zK(e@FA*HqS=kc)32F22#(hDme;;yDmJF%LN#vYev$V&>-){7Rv8)-9_zV(w0IKiS5
z%|YY^6Rj-AF*JLc$^kvn%v9#X?+)=*z4+BFUzbO2^7)7F8<q2WN+FaDoOXpb`;c>`
zS2nT9)X9YMfGIIPe~zH2WoK%duJ(Jxnv7SjpQ1Qk)aU8VQ|&R691tZ=ns1;MI|^M!
zc~>v5)5G50LUUCEtEXirbyY{`MijlOI$gfveQ%(SZESHro%Zy2SYv1<fzb8cG2gjl
zUzt`xh1CUhP8YpY5eit3?4!wblU73R@D`H7(xQIc7ynt~4%%$Xix<&nvf8zOk9;0J
z=r0i@8mhQ*QBTFv>2~H_1-8AE)`;?Qw@d0BZ*^=|u^;a9Lqv#1+TGw=)5@6YNC|NM
z79wF^w^p`vRf%sGCpuZTq_4;%%fZB5Y1-=lqUz1#p>DrFU{a|hw<XDX7o{RCw#e3<
zj5V^$R+cPT?hM&YI}+1avySXLgJ>+N2xA*$&yuobWE*2QJ?G>8{+`$K{4vdECX&yb
z>s;qL=e>L{G`Oz*W-Tseyf0_ol{2{ao_9fR^&3Nn_}StQwY<*L_*+Q<B-3(V$$QVU
zx642_HlyQnNA(%8WK9%I)zjzZ!ws9K{C?&Yz$%KXOSJcuwu~>04`yw17svH{pQS2O
z+W6bU93qcJd`O6~GPId`nBbOq5=d$bM$geD6+M;Nn=QR2ED51OTeEjf`6RCAnplV(
zmobg+wi~l_$xr%_xh5vJuS0O^n}0vf_}Jcg)RCB4`lS6KSsBf#33<_0dQo-YOG(G3
zo^sTn=={v;8B%&;S(kFRa&O;}NHvAv97lO2@`Z__yi0_c@t<$!cwL_b83KL&AFlS3
zyhYIwcn?CpHu6zcx%g)U#{B5(?6@>_#ka6R`a$DEIk6&RQ(fHsEb%X85>6kSCkomU
zMaqafzdf2e_)^}c>D1a5wTRm3=8A1{wLxp{^=@;Hi^1qI$bez5RRclmFfZ}$)xOmK
zAd8*<pSASA0`Gro35q)t?{8YK%LJE~rL1YuF3h;~$}fb08?c%ZX7}H;nEr&}p`Q<o
z82xcYbZ63c;AOv`fakv*sOizlAAE(zt6I6!AWzWlxOqc2dU}+uyYb7E#CI+!Q?{-!
zM64FZeV&Y#3kbm*h0uZklT-}5kM$+dZvY}<Y*UXz==mm>fQSKLE$bfUOAjP4-%{nm
zLVe9V5{Emr$O!K&C(8Jt#3W3v_q89mm!?{a%~m>Ex9#6=&)L#2AN0iMi0dNCDv3?P
zq4b}`AI1N~w+iF?<`gKtN}35FQ4`89Q;t##=apc8|6BPo{p2r$nYBtG0I__@=i}>+
zJ4>~ylqH{XU}e3xfxS?dxMP3jaQzsy>!RZIPp_NT*!!PH`0;4j{w4?O&6)cxy%o4=
zhPUwXpKr2?Q9MjG{Az7OpVwS*>S#VvIy8CO`aIIO?aF&a)bw6V&wQws<B?+WLrd!0
zDUbJ#4k7`SKV7AT+BU>m8tM%q)t6a0HPyY8iCb0c3U(`mu@|@Tmg{^vsxOsCdcF@*
zPQ6`G3w7lc_nQ5h9L}avxfN}g_nLjUec2>5wAj-Hy$1Z;3Hi7?57riL>km)oJXm|Z
z;77}K`M2ltABHmTy3HyB?4{{Em!4o$)K*NB_|<zYpt)kIvD31W+wBw<J)k9f14N+2
zpGFr;SCTAfP9uC&WDmhYjYetCzfm$Rx7M9}YK+(92;ZS!)xmN^){2z~5QH=z%x9L%
zb#*wsxpMOH&FQ-iE;BK`d!55si}kz8vJAX&V#kF=bz)D{-~=mI<AjqU-N*Fbqhq@3
z1GSwJ(rw5(kX^m<vRoq4zG-6ZA1)_wEv%?|LH<CU;lT`C722`1c`c9?11%z&SDuPD
zcjw&gnTY4A7fx)5#g>Ps`F^N$ffW;SP0%DaAlw2M8g6*E=9`#V$26as!q<RalA?Bk
zNChUP)cc+!D#KCsszMdz?R-KvYT)S3AwAf6L_Cr3M<y^OBD+f`x%I#bUxq2FP#fVw
zz{Yb8f$Hqy+y6hc+^&8bw9mPw5~NZOU)|9-VNHv9H9Jt&ylwRJiujMHH5y6b#-nxo
z59<b^j0I{hZMwIi!X;-AkEhEm9bQ}0SEqt*)U&|1l<`PZOzor=$~m{qz(0YMZm;_$
zYfV{tFKDGPfW{TbLL)Gx)Ce1(W=<ij%>8j9S_#0`Am*^doge~K?mAktv0v&0F%5ts
ze918~=U}ETWeV@hwwpG0%>~|CETo(J&87L8CX;Iwm}TeFi*GW=NzSmyvT=FM7|7Xa
zpj~Uv&7MD~;NCbYxTRBr2LZ-3CMx--ZoN0Lvc~5-EO(!f0gr&}DdksE-wMyI{^<TK
z6F{5xlF8V>iq>fU?cz{>WW(`|VAuCV#nNy6?LSYo&EGwbeW$>B<VytcOny?C(woj8
z)rhLD_?g(RE}DZkKe}88Va9@SqnC}@-(<f~`wh>P5I#{l677nDP5u$V#%-g~6B{uT
zKb&VhGz4|i+pxaY%&#2YzCiV+93<}ac$T=(B0D!ZQA8bFe`==9O@c(w?VrU)sb|}z
zeWAE~<sUa@fy@3^uDYn#vr=xBhpz3`OVJ+~&v7vuP+M3N%VMwIr~O-e#b*T5+i!RA
zSK>Lx9vx<fMdR6+S41tLLF<*qcehGBqNlo)2MQ){{#ZR7Fe>Pc^k7@hoed_O!+e&(
z5KU-?f(>DG_DbFF`KEfSr=O=hMbLb6PXy#mfFaGk8ni4=d7{Yc<MDH5p={nz%H`J^
zZ+QizIYT-9%JOoOJn*}R)1>A*gzTKJr;~R;aF8XqRQg2M1Oj0_cPBi=MF#%CKB;!x
z+cJ`-xT6}~Jd=CRhn|8+CjD=qdGojI3BQW+b0Xf7sEV2-?Sl3+-_c4Be2w%^;{w;c
zzJdfP|BRv=7LCy5E4pvxpX7RUZNd5QZE5lI8Ge-X>u(wz7o-Lrn%JhMxoQa6nasbq
z3lklVLx%@p6L)@U471by=PdxmZgzK<Tb{oMSiGjFygfhQ=_YL#7mw^LHoNSP-5JsU
z)`r&WLkm()H%W|mG=|q8$x!2#oT8Rh1Xt8_kw)JwX*~t^2D;=xsffD;XTxbH9wEu~
z`i3<VB?q!aR6g2>b3$40KA%#TFzJSrmjQ~jIhwhen0qD%`%i-0T0)t0sO9KWRka1Z
z%hh$D#eQH`o2U*GRsOezw~+rgOjDuT4RhXotp{bvDo}tiI9`|D2TJyUY0=xCA!*19
z*Yptv7js3ldKRpZBKO$Q>N6?EqUZ%(CS_P5ntUm?O3%9SYes{d+@3;#Vwtn|(3^!%
zbdJTDz8_{w+4lY3yl^sV&8z*)j10Ez4+Bi^_6H5Fw&rVDkD3IBWz5@kZGgj++k#G2
zWVerih~`py=;ZMHX456CL*_keq6Lj0%N?m0_h~gqBcjHcI&DW95i(g<at(7gy?#B?
zdAgHVk=_tdHEviRJ$Is}Ag>Q7;d}}8Ljyyq*jx=(<pSa3{3(@rFp%!G?S^3oyDWNI
znY&)`C#m#3<p;4tE<ec%n|3pfkJ8xC<sp@+sGF%E#PS)}XL#m)%DZzFs0t?o7t>j@
zp7_4&GMl8~!ONPHF{iIt*%geOW|j?#&P>&{6+E`{+p8;{bY}Rsl#h3<zm(Ig5!ST3
z;H!(*@2>1r)88k)-a-Jxo?Bwi!|Dd$>>8ytJ11@&C<xR7+P?&$RT0c^`s}!k@*EfD
zJ8~i02?xs*&p-?DgQ;l{*)baFJ_!f2ns!<SRlAse5n$F^wtDY(^cV_m=wz~B+m{j@
z4&`}cT()ger_MQq|L@hmml1?maeLkGmaU&zRdE=u2Z0h}xvl6yvl4=C$3X9k#-z+=
zHLB?;pIRJG{b3-{OH1<g-lx^J!}TfOqt3h;ut<EDHLR6QRGoc3)aJVQ!aVQg>Yabx
z3xd{m?C%G+eZ>L<LZqwH$s`56;WazCj=z6_0%I*j1D!IgePB56jbuBSt~3+#4CcP0
zn}Z!(h-t|lRnOzVoQ&CXb5hoiHBy+G*9^>L&>?#K-zJg@#1kNh7$Zg4E=>w)x&1eV
z-Q9eEDY9#iGCIle=<-yZDqa56RYt)2zc_%2Ad24p=sQaIsfdRq!_g!M@QovH8kToV
z8lr|b@QNOq)wsOJlbc^Auv5NRGdIUHpSqXDt0K`GtkJr!=qD){#im$VzYebf>S+yr
z`K$d=_89|JK;?S86u~SWVr3UlY2MWaJqbi2pyQW~=0wUfoYR;(#PkNR3C_qO_c)#-
zK2U*4oK9tJzLz5{1Kt_K6&RXtkrNj=8%{UN-vBQD-y$Oa{}$0?QS+O!oadBG=X>hE
zsw(uD;(9$Zh|n~hm?T!C$U!oT{KrBcY`vr|aYfxbFNDV&3)*+hr;_uNQ|XTn-U5$S
zwKkWja&*q|9otW9L#%VJEkFLEj|3z;y{~4joRrr&B=AE1$1`F^`&Z(83LkNBvM;hT
zAiLDb1TW%Me#f@OZ{Krr>l)=;$q|DGrwdN8?0q~{r17S?iC7Ui^?szQy&bK%eM*45
z*-+FX<y#*+8RpK|7`c&h<DuqDT!xeBZ>cfX4dvyIQcuI1IUnc6R|YxWj|vDlC7*it
zEG8_~IX*Sk!%+SPuKliQmHJ`-c3HrD6y)i#w#jx^C=X}ejCqO^IE`hC?CQ@|%gQjN
zwF@ZSUY+Ub6!+#Hwe(i=X5r&gq!cmUfd;K9_+@>1cZOwuPpbHZD4|00j9_+!gfESa
zA>m!;cHVs3`$AqZKFTgd^OV!v+%>+{%=?Vi6C=7wk34mv(T{_DK#@2ij2}Afaj+Cf
z07)-Nd2UKh)E|gxk{b|LODNv*`eK~*BJ`LbHNa@nC?$);A4HI$MZQ;(60YAil4*bm
zn2;uUbD60{aQbrpq35_)xc+rNsvV)fF0!&6T27=hcoip;Uz4b<mYs92Nb(`>!hV$K
zkDIVl1QnoP{13|l6h4HJzyT02koVTp30ci#wE29>)D#>|SYYVGX!Ao6-cWP`y0u`~
z^H8AnH**7DWCFwj@`nl=#DQ{Mkif!TJLx#_^mWl@v=h)-B9B~`n6`SXv>lyod2$1k
ztCo^8lt4!&(x>6+Yig}Y)7Bq`UXsPvqTAqaq9mF!`G=vuUu2dyPtAO|W{e_IWSh}i
zgNb}}CD3NthGhI`W2|u~wz){jZ;)|G`PBubub7jV%G(uQw@^aR{V7P4p9rBaA)gBS
z+*&TfApHvhE}jEqJK*ehnHLDM{hA;mSH--&C+1N}$cpJf&Y)Rw*EZ)H+gzq{;jIoE
znDxmUkNLQv!5qdXobhhKOudhzO6k@5Ei|?1cDF*3b2YsN+sVe*zLi7y8agF86Mh!v
z`2r7Bza-lzdi}L4Re;jzEm%D>MLU1)YBbVq@d*F8gyCN2z1p0y^X0*oOy{)rI{63c
zQ}c!HpF7Nd82F2mn<hKb=`}SSa(cui>yQA(ymjMcT?uCYK-$uJQmJ15=JqGe2GINE
zRd~>6C^F;No^IS!<hWS??if|BE#?kcP9|I1Rp;Am28XUwv*T~k9Bkub74RvbVtM>c
z+1rx;betmZEu!4-rl)UUsta>(Hd(OuTu;v;6Rkq4)SfuPZs76MFf23+NK&TnBXOy*
z{-AcJFCG{-TK14vWwkd<T0Lv^LBFI#V?f`7K5=oA<%i1gH<Z1eKJIa<+ybkMm$xoI
zxXPjkOtfEC<zgqKJpY<iM}~D(Z_SQNIi8vT;j1oMbgRgg4JIhALPf|)ccJSyZZBr{
z`Sl))>@|v?kseNXIICsIO9!X3(EZ*)By>_ND<6==nx2#l{?yF|A!>JF@3j_#KpSAB
zOXMBV2WqVUhaJ1T^s5{&bq6)@UZZQa^2<vyft#NnzQ}qh%A9MRy`b!C6|kgvI**wd
zlh=rEGVN(-7<)ZA)u#ll&FP*me@`6nvRt5-5(7)^lI@>Q(Q@6s+s|6dYurA6tJ4P`
zW-t+1qu?n`uX(hjk!VNzIW{B~uaj&YTv<o9nrAvPR7dNXOjL~0B;rm+eCUfJwA$uW
z)NQQ##+1*RiU)pNurB90I_etDDD;i9`_ZW_RZoUL4DwGj=T{h!0_f1L`oJ0A-n%WJ
zF#u*m7M=VVb&e5_CWR1f4p1u4+NH689YyeJG-fRQ8}nJtSwi-9IdTPzgRkopSyMUf
zjT#N)PLcYL7~qLZ&z#moiez8j8_vGq`}3gkW6H6Yh~x=fqzWTBT@YA}%LaLq*h;`P
z@qL}}IC4EM(G;d{eFlU>H(Iamtn4JW+e)UsaE~SG9P*9|h-RFkpQss#G)h%6S)yky
ztBct&xA^5RypPo6yE-E*WQR4Ad8ok-4gPZ~%HKU1g|_!(FgYOA9-?IpRq9?h;O9JI
z+nm0(H?|Kw+&Y=&p30`uUBg2acNg($`u&K)`APZ0=1avAuCb4t!*%oD3qF+ae`$4R
zB)KLp)dC0B_S&}4=`osD(7+(in!NDfPWy_#tsQqW5@YXP=ah{o9kZCLg09@RLMQ(B
zIrz7NOo?l^`m;G39lr8j-NyCXX`2n0+&WwWyc2QZzQpJwiMh*vUtSRBu-l4hKXV2<
zWI+w||Ey<G0O(mKk<V*N_m?W`c^0^T?r_v3tgH8^UCy-qS$BM!KeEG2V$Q%0ztT}7
zKd6uJ9wm?Q3Eq4?E3fe3#xUC-21~K}1_}Ldio*4NMJs?(QWHS)RQR7xL{HxkcsTf1
zM`VAk@4zz~P+w)w4A`+e(kxt4LX03hoAdf4@Q)R$v|6de4TuPUnc1Jq&9S6hcfCOK
z2EH6+CO<`DSKQ_ki~qrRvU>Jb_EO)4zg%!Bn~0R!q|Xb>m+rYR+(u%6h54JXpL6xS
zqP_0ELfd7L<@&_vH1&jh804H6bF{@HpaNSFM{^(C*Ifh-8GefwmmGhIOE1V*+lIPC
zrRr$vF7#X6mwAL+fT3kdwEw+pIy4ha#j-u>Ugv3pYWW-@#GVY*4Us|zqeS7Ty8aZd
zE!wor1B;w|e)IKuQrwQc?*+lH^txto6ATYDo)sy?pFE~Gg}b$|GQt|`D0Ciim+J-p
zC5c{Ro$$SVGNNPPm%x2?m;#;M$xPpOgx|%K?T8pAY|lFpM5b=M?~6v65mN`v(gcyP
zi!!(rhx{h4%@3&eg_Jj2sI&L<>2>2zUw4-DR90@b&~lAklN{0<*AhqNX}MQZr7tLX
z7QHkVV8*WJ$`-^-|M>oBajhg7T3sodKR<sjqS5O(V_jC-IW?0xlp{ZsvAoc`4MNhX
zX5Z99;TS6M#dM&eBC0){!uw8~TWQgA^xf7MtW<psN|$)!(ZquE+21L}gK=#rwh-^G
zx%xLf!R8T!_otl$OJ%cvi@Us0Y{3MTt!CMKgV1u<Z<XTJiGm%1F=$kR;MwmdU)+C}
zBg$13EbMh5x0EBWF5F^up$H~Qk8;!|aXp`&V0`mER0v;+w~r>~In4nt!{}<?%^ZJW
z3HQH7>Hrv^_|{l*s@DMn^1J(9tr3wUFjn71jj91!@34x8_W!&2rGtFAY9^iAcX%jj
zqmCj*6n>tp7K(;3X{)7xp|0u+SDeY=h>$m%G2~XWGF6|km+#KwG;U|<qewwAz1}sr
zjhH+T#y;jNvthSPN%|eC)BRLch}QA=Dd<E0M~;{Q6fWJ50lPl4XYxg&;x^$UuFnI<
zI=n_c=yODoKoU7hl6zC`KZX6?+zr@-Ph}aiCl<A#c@GEek25D0FQ5FwkdrYOdBdN~
z{4tbXRO-?zjICMxEV^ivWr>ySFIOL@%AC5-&8<*0^^Fu;Z6I-A1shzcbTggTI5*x1
zHRDkK4L@Su|5hhOyNh-@Wa~#nEw9T&!qt!u6JAx4FtRWg=GM?oYeWj5$ecq|bF~%5
z*4f*Kk108jEYRs_trXM`U50BOzz`vdzIbo3QP(JRAT_aVr-?3SWfUMxXx9(NefP$*
zE|mM)ZJku~@hUlAN7*JTIi*boe=8VkO_A07zIt>2UsZ~GKD$RP^zRquZ1(#6P(JK_
zdkl3TZ@YQ+r3|OhGT71hlosCe`odoKvI4?)$;u6hXNLD*MRd8FV9AIvr<?+)oQ&p|
zXG_m8V_8%@Wm5%rVf!?sTC(PsX)$EkO5YOG`FQ}~yrx=mNtojG{h`OBd_JJIo)GPm
zi~^M}EK6&!XNSz6^3%PNe`~O~bvs<*{x@fXTJO6{Mj{m~iJ?*pmWxldE9Nz*{dS_Z
z+#z(oZjKYF)MT;Jqb_z`ou;sP_FEpejF;>bmk5|Fc8kdJkd|>Ts(1;~f(5r(qDNNy
z6jt}PpsnO@{dRHXey~|zoe=}Herh2ru=+A0QtW-uwV$VtVK5@f%UzTwUf(2F?P7WJ
z7l0i>xs%*an-XkWVNvwA*<P@|MtkCFdyV!>26Wq%*+W<cvNo5Mx66yq{)|3GqpRf|
z<fmsArd`+sG_hRr7`&4!;+vIQxDg3*g~i7P<t`Q)2`Ap4j;Hu^PYyI5?I=che-rQ@
z;FY*wP4W1qcpc>{3)r6A5guuDNfpc<{RY#snB&%;%l7H;^j`6Il@^=@najEtZ*wQL
zY2iYe8_;peE1Bwv`0))jTIWHWX0rX~o8|zGbmlS5MrYY%epMk|=?}yFtvd>1roSym
z+oq<jloJP5{4Y+)hs(Iqn&kI)IheT~*_=q0v}<K^*lC%bI73btoS9%!y6=!PAxpqZ
zT|oV9N{$yPko%`GfOLxgtxaNj&y_fvM5L-dI&v;ab6Tv*SpN|k*Rv(5brf`0<~}!g
z{e5JG5$^-4ZLT7RskN@Kci-Dx)`4wfwM8ot+z%5DgPB)kseDfI^w7iezLD}LJvJLN
z31Tviz{YSWoYOda+6}ji50$<k5991XNyCT>(|%9WL_B%_-k9NmX&qqfF^UYRt#Vk(
zzyxu2sxsV+Uit)MycN__1y*{I2FH6*$#}_MST-M<EBeZjVEbZM<i9^=yq0b~|4YUU
zq#WI#9dQ0}&ZdZCxeW5rWui(!K@AXQZM1M{&bEznQ4&p|>v=p~BH&sl$eimN<ofWm
zAv<B*>_dC5If*{v5+7q2xUo3;haun=$T=T!Hy|Y_y<Z&u25b6|%VdJ$<-xVWhv_k~
zoV6~m%xvOSqd`P3Z<jY9I+g*9QF222X-I>fW*3RAvsQdhCPg;HA~V=)GCO>OY8O{o
z@RDmsr#oH}!|Kt_KBI)iuC9sYpT!bI2c>r~@g$ljR=H*|kd{a)mDSvM<;Ezx<LetX
zXxij|pQ8LBW|`-eBCeOqe$-iaPXKM{{bo^8U9oTxyPSWrE$G&_HyxP})oa7B`(m0b
z*;_YW3EXGX{i|+m)@rXa(O!BQRO%M3)bdI&_nQ}zS7!CJyG-O+rQI%=7kZ6*%=C?I
zZtED?cCHi(VGx(6l8vKRX8$l0H~b>baPul}R;>i3-;C3xEU+Y>bjk_U^fBW2D%S4G
zYr_A_9HjZtYf6?L)W5p0QlR}-$Wv}wLfoMA)oad8I^;M~191Ic@4i#>xT?C*C%?ig
z`ChTI)l3SMXetUE)Scd}UF_$7d(SzZJZi2+i@sPh)qiD2O9zGU<9k0sO8Uf-Vp8l>
zEm)&T^uR*O+FR`CfvI^>RZ?!qGz7`XMM0VpXwj|tNj7v97Atj$2OZ%ueQGJzdZEAB
zF#D{FhZdhZg$@nJABAw*Pq-o~`p{-+0ZC_9v}%2)ss@t9`b<@0+N`A8llwvs$6es7
zl{Z!OGxh3#o>uv;@z6sqL$khQvU*9`pylEd#}Q!<3SE&R^Ad2aL+*a0bl%LsbM*m)
zni!hteT(HR|NYpzaBk}}=hMF$c3(O2y*(!=mK~r(>M?bTFRWz-H62Vka*Bla>$kA8
z`|+>eNCo25m)q9ixLh5L6NQmWhemovch&%{{uXZ|D#uhFroCROUSARq;A-zRsx9`3
zA0`&&*dIq<H!YEzdXd_79DQnkb87-`b7W#BgMnv(xLFDaIUSvGR0lC(DVLCuS-XAS
ze(jI(UPJG~4yKc7&!AYe{1-=(@~v%Ct}WIYI{jdIFp<}l9A)+J#PG_$n*w`>iW;_P
zpG;@fsThv?T^ag8%Y@K8R4ZL_=?K)JYcYfj_8$xAX{`@Wiw+cDySoe%6ZReQhJy<8
zmOH{=WNVIQFk}?kL8r3nh@q-`iWJ`e+!;Bm9){QU;rr;%Ehl(rBI)xqAaEBO96>?g
z{To42`pi{s<;b$vg1D?-w_vba$S3|wsWGGuOani*)+~1u-gkYOH8^!lD)c8^q^Iz%
znX<2rGcp!%C{|k#c|f|I!<*qV+^^)hMfu8$(#YBf6-TE7n`?ir(4Bxwy%;Zd%PUUK
zKD|F}f9oE!UU(@_Gw7tQDn@>GrC2_==h9R3Ui}NK?~^=wHl%Yc{|RG4`)!YI9Sn8K
zptJ-rI;?NnHQDX5BC{@{gAnHXmPXy=6BCieekL*v8(g9sKiOnuEGG7<pGLm}Ni!r!
zKzTv=!G{l8N9$jv)9c#USo&)i16edC+;zdOMJV)p<uxmze!8|+{Nx&4u+KGd?X`RH
ze%~7bS4*wqHr^1UyE`cK+rpW4%fupl|EORmh>fA>JNDvxkqvyW;@dvQP2n1dy>|+Q
zH-LLNbzgfmoLO}Ppo@XrYzKMLtH9mXI64IHQAIEEL<`u-u%|&2c1oD26H|Z1><IIP
zTqWr5V2-8Br#<kNRaW$&iBb8${9^fP(0m%#a9bj{3Jk894BW|qHfynD1S-c73`Hov
zeu)Vm7sNTZ){6P5M_v0JW$!ArUvcssTHfAba)Hy{=GXHMx5=NHeSb-U{m#}K=(Djo
z<EA#LjlZmJ_yx7z+A?UQg}brHMy<uP^4|{eH)x|-^QeGW@qFe>g7t0f=|2qPB3lmg
z-I^0$Y~;wY?8bA%!xzw7EgNe(A14y0L=rx&_67CF3{0dPZ*DK^#{bTxe5gncvUAR@
z#^3O<)f{ve@R#~UHBfvd<$|^N3aDmGb<xZ}O&JlNc^;mB_|HR`8&}r`-hGit^;#Bm
z&l_&4ZY`4Q`_Pme@)(WsS!-PC@9HdMNpa2sG9~)tDZe8R2&Gxx-2IoT3<GW7R42xg
zKg5Z>wrK65y&n<YnG8xlen{_Xh`Vg@W((z6TaxzH+L)!`lm`j?b<I&*B<Ng7M&7#k
zyU6PJLnFi6$FHT}(nqgmfI|?<;`s1&+0ClSdkxqj!X1O4p3ARDAJz*@kLwO0Yg^A{
z_hqPL7UHg(5EFK3s%G%UBd{{oImir{Eilvs7EH<O{ZM7L!@PAmll#8N1HZh0cZ1v>
znxY`Oj6LOgDEv*wf$1@QbtnbxjfVSTUsz6uvcs$*rqy(XLqWGu@VxFQYRdSMwED(^
zQE$-TgEfk+dINbk=mj2J`=I<`Sx@66R3JnZ4otr$19YkR<Ts)LA;70N%P`Qj!dGkj
z<4U*kNGEeo%Kml#i4DxD2OSR5<ZK1maccxh>!EoKJs^c)b1?<TntnT0yQB*|K~6dR
zEvxWmTvI33VYt1t)CGWob%UnENTY~zJ%z<FV`mc9`|{W;1(%3!5%=3)rPLR%?$~IN
z?5J={`O@vecwNh?`&C4|xgWaWDZ;6}!XpZdzN-!q%9o1|(-ejc#j)iI$8+7`{O4;`
z>JWVX_=;K#x>mR-r%c8xWUH_GWSbc{PaLp|<|)-IeX>jL`(OM0ppvGuiFo*U_)O^?
zgG3!vf&J6hJl+Y1IblXI8O!?k%j^fHaw4RKgBBFV_9cvUXnF=PO&5!pw?eG~1NI%*
z)&iQ6<S}(>pw_qqdE*Y&O2_5pLD!wYDW$fbQ|nG5Fp19@v^wgN2K_y2s7`xI7Nb|&
z>BVba6NW9r58;$}+acBIw##c!kI}y95jvthFFrni+l~QLMD8{h^CfJcmA#`G-^cGX
zGf;&k*;dkPB63nNQr{*At)*|s5h`G^={xqx+Vat-++s=_sjQ}Jr4Sz|HtTpx{WB`V
zsluOIe&xKKt#Coba+g?Iq)4Pwx@uw8qe<F%4bHYAX1$JS{Os)}AUa#B5TTJ%6FL>J
z@=q=qv5odgk)kU3wG<jec)9rELjvxEl%l3gI(`z|ZeO6>S<P;zpIZ{4DkKUL7s~^)
z8w7i(hAC6?*0*W3Np}if{nBWrT{yJv=UYP*DHs*PqkaFGu5kLmH-Pu3$bF&<JM<H$
zITy#_b^pn&m}$dS15E!$1c|?ANO`a*9kWVli52YKV@P&c96mdNvNlmm&P^|RN%$4(
zL=Y~D|J>v(b(%PMEZzd09FF@$;ceP%kD0K!B;G%i;w{}yYj2wW?ssu%H5hMIl>H!e
zz_Pk&%H->~#~>(~#5d##60-*6#lhDA*OCF5{9eo3A+!3@iWiI*DD;EJ<PTWez;rm&
z@t6XeYJXiXefdLdvcb1})b$=PZkWKXC7A@u=Pc)SdCLeHjp8X{S;^Orm*Hz_#(;(%
zEdHw6E_{+Imgi+4*LxL=F}K7bJcw1sS6Q6$<4X%HsFi&>&tFn?%&5F?s5+>N$Ei97
zZDL?#hq`Fml;BDWZ+Ag_Fh4heBM7||l%lPcsrJWMcor~vpFgqg*nmd4Y)lwRTMO@^
ztNA6}F?y;dBIe^yTG+}UeEH)Eztwzxn5dd>nZHR<E?iGO;j83lvBuO&!ya!86<wg5
zV#*Y}khlJPVKS=KZ_v@@Re2)a&yepl^bBRRO91?#1IkX|8Hz_NoKhaK<{A!gxZscj
zwUiK>Zh<a;5Ne(x*Q0%!oUg#TxC-_9W%-FjBIy)*mhJ!Q_i*f;t`#9LbxdVb|4+i@
zI+HCaf(vq<_XUD;qV$y=V>%LCq!I<)FIJ)vgLXTUw!}0P36K(%tq=IoT_m(2Hi2eo
z<G+Qivs}EcC*fqwp}j;x&i17ejfBu&vD`x99xiE9!`Wu84uUNb{MmQMrz4O5%s1$%
zKPqS!X!bo>YqGM~npLtP$=7UU>M7>K8AuV9B@TzXesQDSH7QT!PKO`rDcz+8@4u$9
zZ!gG(+~I<<A1VTQ#3sZ%R%7|rzsxUW-+umXknmZy!1C`)Q(fON8xE!&;UDXXiw)4E
z6Q@M_+<zQF=XeSr8v}+RC;|>4N_dU<+3uRn`1_dt?Z1TS4W313?U$jY)IM(#D5F}W
zvHRlllp;NWHfh*0*$Q!4S_E=YnK%D1%u;?zDnxjlf+IpgUX!TnI3?r#&ZN&3E1u+I
z7z(IlO8Gn^t9PwHTPDSeHlWRw(>T^Yb!T>X;XkYATKnTC-P~Lvc!$nEZyu%EU(acC
zL$7T%HXuyLs#g-ejf5XUDY_{&Rd2G|hBtIC_XhlfAIrR16Cd@(16meB+)amoIGi7z
z*Ebfo!OziPv7~6y*nO2$>bLA{TqsLuI+x9udmlYqH<rfZd%i7QRyff!Woc8csM#QL
z=HWk4xZZXDdbj1Kt>7Z(cjww?B4$)JIqUsIqqs2d{Z=mG@~VPRc5HfOB{<G`lcL4t
zd&c5AS=FE){)7<Ap)HQ~PT~7N+`{!A)lNa$qEA4XX55nF7iTL#`~{89z!>y;5>3lh
zP$y>Q4}+aDh0aeg(mE!8dOe5U4EI|uFVAC5iDz`oqx#I^CX#9{I}rGljv~@k{?Q($
znaGLk%rHf2gyRaZ=^l!U-PjV&c`+oVIjHBTh(mX%7S@ImtXz#ipFuH1NOZuu<~+!Y
zy!6s7$-e;(1Y%ZW%f2x)U-QVP3%MS~4i&?&x!S46TVZ3o>#jt=?8@05IniLL^LSgM
zE#o!;(AiF&RJtE8<r&+bNReqJyhXrpW-{EngovE?uQrO$yyu~UD@S9j<P;H%k-+}e
zba<#yvAz8m3;)Oj2)cTBQ$e1p>4J1?ZwbLt`aCcu2zPBh-{%8eiql~sn9tXFgBAkq
zy2`cTHgdv{U2|dz+M9JeCq?je>2KJWmQ1jJg9#9=;BT9N=^wg6B&kvqf6O4S2~)>>
zz;(r+Q2hDbl##zBB74EKmKFDwwdG__xa6(VVBK;4j5H*MYlH{NW4nTH5+~hKSwdo1
z9}oDrf3Cbe(tr`&RJ0iovhv{@pL^Ja+IsnYHSSU^Ia5J#+;ki|>E5~tKi`q>bZsks
zohbOYqQ!ddiouR0gNsY}IUevBFD2Z0;8(c)Zvnn0$E9cS55rNPyes;^nAUl`EEEyo
zF~5xBUwNC`jiXxS7wG0{0XVVfFJkG9a3NIWy`2fK-urxK1amVT|1eOy<uBM8ah8{r
zsBS1t9uqoCV6A}6koD~1#^ol_I1OEWdqF#Y)Ki*eIDe46-+L!VpEo%kWwUIDovp>e
z5>a1#c>?SB)m^s0t9L)tR$z`+MFQarP!K>|QU8}BkRyXU)DdSbN<iE0V^l{}_jAL8
zKoc`RJA5!;X6Ni#ivu4}X{5(|X@(VVj*jwBM7j2Pm+8(MlG)gYk?EIs$r4Mvx4g@4
ztMcIZNvVh+YJKw`hEEopE#n4A#5<=s{9*WfX%EzmKYRma;h=oV+1VTj6x&BHh#@iz
ziE6UaN==0O$&<OT9JJ>R5{3w|$o_S}qKR0Bn-w$#c?UEfXgx$POd0EnTla5Y0UNvv
ztTm%R<Hb#A!A}X6%apJsFKi!&=?wsw((9M*!@H8AT5rY|=)8et3!gqz(i^fR;9z1;
z^H2K2uzfZW6}SvS<V!~M;_f(I@^%x=JdX2w1q`2+pu`E#he_pk_`#>UK6yaJv#1m1
z{&dqB)A|xK##L8>C{BnPo;{OnA6(C8ika+HUU=DM=ZX9~?Y>7olRsU8v4XgmQJjAE
zS17D5xwu^)Hw7u5UhxkXkehP#*sdI9Old1Lc8k|f+yPOndu%|EWVwLclHgJ)@fDum
z_<7^}eLTodzdk6SD)S%>lV7;=g!i%Vw`-^pwY>f2_4_y91v}QZt!<sdc$Di!9#M5@
z&l|dqOf<Z?UTw7b<2fODkCw(fO`2HPHWvlE!b$!>plD>!caAXyZ(*%32G;k0BX}%e
zw+>qzNh6yNBH!%nRnVdN<{pUTnIbrrOh2imv%(#@&s=6s^rVA_#<}LthGs<8Z5X${
zGs2PN#e0HH!B{xj|GKP3EC#GG!0S#k>SUl1xZ){2@V}fm2BN)lZ5!{-K>?w?1{zaf
zAfQbwhS5}kxy+>GR2`TU7zo~P{)Of>t*;?sw?OhSLW#b-S2Kr$tlU%c&+Br$qL)es
z>KOW`6e?<MCCN=JX=J*=6p)Lwu#C^sY=zr~k2&c|Ih(}t{FGxqFk!i+su6xlMK-e*
zi?y~*ao)e_1j@UwQZMDoYkU(y(&=V=p4yl4-o$&&!_O(F+i?VzZkOnAb$z6@Zo^eD
z@5JT!PvkAMVYs?$O7KZ8R@Dly@{JAl9k<?ZN%1xYeP~QsAE-21kjoS}7iX{9Vb_k5
z6x*z_yP;7~9EsbG)`)}y+4yh#CsPvR47Z>2KloXS6JyS=3c_n7SHym47)KNpjCE7+
z@=~a$>-Ap<-)@M4SdR0s-g7K=+xI6RejFp@C<iQ)|5dW>ldi18FZ8>du(3Vn(TGha
zNfBy7E&uJLykfi4T^<<9H<u%Sb9spD5WB)y65DHkjN_Xh;B<l~mS<0-{&IA4jJx2f
zye3w9nLv6Od}$^4xfeDPJht->g{JItb`?@_l#hjjx|!tzZ@H6Ll``U(Wo}X-Z^%|Y
zIHrmlaUobb@yI7|>|h2{0~N3{&~yBsz7#-E$$ln?IEV#PM-DOhDH#+E!k#~;rmy4^
zW!U7EL4ok(aI{7K(UI=3=OJ{>$<=$0K|=py_;wX}@KA$WD5{i&3q&8u0|{Kf1xX)x
zoU*Baq?DP}(+|&nc*+Ea3c&_(hq@QQiAwPbYU{+(*{d;#!Yc#)Q#k_3^1n<{CVbcZ
zo<8^pbMIq}U>nn1r|8<5)jL8nq1#TVvOU%9j<D5W@9mSVE7v?c=g?koJCo5?$(=(D
zKRb~}%sv~81`m61lt|hkhk{#%x<}FoImDXor^lZyi!N4Po7J2I<CaheX~q_`w>)TE
zq;@w7w9_~DG~L>&tFyiw7}+D#=EoZC#z(gv>2nr&=P@B00YCGdPP*vc_Apnsa-;Y!
z=gtfVTWtXUp`}dD;Rf$t6sNL<e)n=YOA!klcOdVk5Ajr~TmQzcQmkw*+!LNHM>Ch5
z{g8jF19cWJLqKX;us4u!y~`1Gx5eQDfj(k0-~ph_VOWaEEt7~G;$MxSYsjx5Ncb_p
zuI#Jm%ES%qa0Q1wASG0kbG&&m(EkTFS+Y5@%1~RvS1I#n>#rKJgyx{Ww#2`iaiQ}7
zc!*sv9d?$LlPhwFr~95EmS%gX>!X~5^=8zE%U+avu||TUHB12{?|@+{Bn)pe8JF<Z
z`*O<D$){V@XHJww5~5_(hhNlV;+74m+&JQqL{O)lnUYcOc~QUf@>6pqpJ4p>1x9k=
zFiN<Ijy2P~cj5XRdGEGjM28q=*f?O08eJ54Hg(<B2DMcsD|0&q_QXqRz`<w~fBL?n
zWFV$o@0id;nu<Lf#0jtYl?b^gDD%1$!$PTW{J!(LuxUXoLZ6VPBnyXgta6`PRG&he
zgUN~IQ9>aZBaT<}yAq(-Ss~$=aCLZl8D+j~I{Qr5u}eyQ6@CWF;%~ow$uGzwJ&|sw
zD%WQAe7;^<koH-W3>IyJw@OyUT?Up&D8;8yZ&q|!XR8I}SI!!`rpTO5P~Q};hvQpa
zO0D0`>DRsSa|y0fw4$C4<A~DZm3_JKQjWs&h0Vz69SU_WE(SgKJK$-=0T;Uq2(cxv
zz5B0l+IN(JM*(cjh-HY8MHmpo-<uYLnFwfk%Im^XVv{dheTLiU@mE2V5|nJs*?01X
zKpon0;hbEkuz!o(qoTEF^ii8?sCX*jEEc{1c{XSDS@aleYG5X@Pqrs#^?CG|5%7ml
z<$IEb8t`K|tB+tsXzXk%rXHs{m%{X1F_q{4E{>y}OZALi5#OCvu2X@d9bGfUrU0zz
zPk|h?#Qn`w0v3&~Tc2Tp%Fi&tBc7_G;_-&6xX&YgeueogLa&_CEn)@PBB5mc{{XHy
zA&21{hApjh7*T<S5$2@y?L6&Y76im>iDGX!ks=5prlo$yEhxT>Pc#!)-!XadQ5h`@
z1sW9*XjzRnFxv*REA(0YdkRBiYa%(*$4VV!(LZ!xwMG29stuc+Zdu#%L?H*F_fdDe
zImLl|J11U>%-3IoR$fr3EP7+cKU}a>Yugale_nJ!+1v7U<h7O#!DXi@s*)zw<?$^C
zW$AJ(szNO<OcFQ<4v9M!{<DguylJhkXO=Oo>Z4efa3gLvbH@nekaN)JMjrThrfGm&
zFGbXd@0|9G_=;b!-k<@9+;e~cvuV|f77(&_1cXGIfy7057FQ1NZoVaZqU#UCuVe|E
z4OS4tM-;0su7W(26%*blMNR~}BS>r`9OYDMSaf*wcg4%GH7-G~`M~3;>o!*c>PC9!
z9SF0$ZXqC^?_m+JdX?q=mGRs8JX8*4=YY?IIJ8X5XYCPwrOE=73kWK~gh@zlo!sbj
zh_toY_|CKGfa!W&6J(3Z4O|B8mAQijTMRASFHn=x8lgG&lHbPJF@a^cl|L%emD{V4
zx!f_~up?m(Yk%z>R=w<NK*FBJA5do~%(h4=;Ax(Wr^%}zms#t`00wk2Uce*!lGJUk
zwQMvz{cn|GR6Xz5X6>>`dT@^Kl?0u#F)0CCKNPh;`=FqC7D%JkjpF((PTTcHJb`r*
z`bNqERcLV8kytmh3*szt1|7Jt#{wF!_4dZ>f2*=jEEZH=ZhQn-_r2YboaZk22UJLh
z5UDHJg%~YIABk1>AYTUZ3bTiVy;BdbC8S1Hx2qgqklx1y+=MKu-hTh~Q=nQZ{okXe
zTh9zH)x(IF>iyfH4F-vD9fv$5JI&y+--3MYOlyKO>q&<;+TH=OcdED_v@yZJ+@wS3
z4hq2wdgq?OVjxMtsha^-Rsw_VPD{+5jrkjO6NQG%p7kAp(LHSfA}0R$*mwGuJaKsG
z=|$h@jSx>9x!q$04QYRR-px7y{|SsZNc_p$U(>sgi=fQux<#YBDfh$Jt9{~v_Ed$Y
zLL=L=cX6M_W~iV-I(FONpPgptLG|$m;HGCfMTfcf7XA;zf#HQ^5ih0Tqg)5SZwT!K
z90AsI2iDCwCv8HBZDZBN59=lkZa?cvs+iGhACSLD_YgX?JvJ+&?`3u_Quf4Res<hs
zpG3ZlVR%TuCDH9oBl)L>Ai-YW^&4tqGjPU?C;k`mYrS$DX)f1cHIvmT$As-U^}nI$
zlS&@hEP|oq)=av&7ATR$p!o=Nq(ff{+oIG%5(o@q&lReX-%9DSHXTAO>)G%3vwsl{
zQrP1;({H;^foWd<0gK6`IrW8Q!xouq%xH-z*O(?*+oDTVR}|e%wd|w(`_4a6a$l+p
zPk(N=vtu(@swBGpeCgPZ4NCFB(A?aFl2#w>7fmcwM&m>6IWCFw;kv9dSo9W2xG*DP
zKy|I1`I-)nWJ*f@_wg+ELq5Q^6g-qYQK7l#OT&wTwkT-Nq(n2g{F(%)WO2L-`vP3;
z#jkWfVg^iDZ<B$nO|+Yf6J(})?sd1jb8Tbai9myIv=$noF>{SKr^EH*=XnJQd<9^Y
z+USsc%Ne$mZ8v;SRn$etnG*@`v`J|{6y5HCw<Zi`dz0HW5O*k6dhc5ZaxVyS_C8sF
z!af$bh~!NH1i4uUgc>-mRYOll){miR0TB+_Q>$U;wgTavnwD70VBno20)csGeuZl{
zf+aim!B>*wXP6`$QV+SUa643Y?)R@%KTcI-u!j)GLRbfouYo<e%5k*f-gF74%1$Rv
z#i<-A0$#F{Taj~}GEGhkQFdl!x7;$Y1*n>7$=(Gcuv+&n7}$5RWeaq1kue_T(itWt
zyPV0tTVaSl$s{o~wA+jKzqTbTIITH~p9LeMxmQ<{1--3DdbU(nQOfA?Ujla2zrm5D
z^x|0kfj<m$M(j5D?UU7lV7ZhkF0}Zvsd`7PB|o@SME6i5b_#W)eh^MfN1-x_yaujO
z4U2$#1S^~Hy^CwDYv=xHe5NFbbzk6k1n!5S%K_0`j@Q#fmzu!y0|lD@Y=d!}nu990
zn;wkUF_SO~9vaN^v)xw+(rh^jr@lA;uBjX8BMEBxrEH|nT>6Zo&nJYpeN*J9*9nKH
zcxU*^UO4cC>Wo-c-=(8lxBMA*GpkFN@YDWx?|-MkT!JLyjH4<?1i12_eXzCpv-tMR
zoMux!hC>O?b_MFwMbZyl;+K_nX@;|^;cNXFIm?mbZO%UK^`q#86xqU<n+8SC<aEI^
zC3S9jRnJ>6_ih#f*nT7*a(8g;9IJ%IVA+m6qX)vKp2U-kZ8XY&dkBPlhSawyny^(f
z=oG84Z=Bu6oMJ#xcN%h}h(g2Qp&Y%hBMJqD&)}3xVeVDQh;m;X*di~n4R3%g>n#x<
zuUxYfQaa@T-FiW+g5!#%%x;Xn>pvJTZR>G7H|t*4T|p#J8)012P^tsK3NVAn`v`?U
zf{#W5QxJg*!Ry^L?6nV9-3ilMhVU)Decr#XA(ur9`XVOaMFv@z0bD@OR(ERXAWuD9
z1`wzax+x1PTp)m>IQmF(%8x}7E|nZoLF^8B`5GP!P4Tl~$a8D_tO^p!f=)SSAjl6B
zQwZYl%w{^cV8y=j00d{RrNJLMuK<`~^AV>g9GRz<5jth;a*(q%!&Dx0ei@1{V+b%F
zeep=FMmiwl=;)C0hLZq)s>v3ZBNYV3*U9k>f}H;9-41XPfxWmidoWl|XC(*xB;XwZ
z*`1a&@J(Pp!@`1?DCk~9W9iLcIMT*H5t@mrK-@W;G`1grrICn^wDM$<*EO4_RTn1}
z(~?+rNR0A_NgN%I!~^4zxzx0NlUeGz(ZXan^x!@D(Z#mEbPug7K?i!IUlWyh8%Tai
zPx;T%i{7bE-keSa%2$~A*YGxbVH>F-vCeD_Q&O|ZR?M@`SCse)6aM5E|N5=g#6Hm2
zYH8G$*H^M#B1h;Sg+8l?MnXn_=+dzt*4qIh9wwaOgF{_V5QhY4c;}5^3W{2|By2_?
zFRuG(#f1Zb-!hykuyVI8@c8%wYn6zHuh-LTbYW98tzA|pT%j(?{&GhepDUDDkECRj
zx0iBGPx!M#(+&i=Mlp2)rp)v7Z5$*?T8HK#X8Lxh3Ojvar-dO3bb`6Yc3PgesnM+g
z4<})=Gqo`CHH?sXg_?Xira-X_MlpuYQoid|8iJ(p1<nO9%B2a5qT6z{Y3)J{(9xO9
z{J$KUk{1C0J-cSdUnhuT=BI7C9-Pk5utfy@ri~tf9Uc>0LgkFmP!Qh+<mK+(Joa19
zY&TdDM-#Q(-1&DF@-(X&GBP8h>PCa?i3B9a?h|d_@%a_T-AF}JqzaNTA$giXTHGJ-
zRd1hM3J_fUUc-X{YJ#*jVip8sRxXo-Q-vN<DX3X|)q^iIJ{9jS&ERi?`6|DN%@IjG
zw8DT9U=V5o{GRj_+X$59W-4fICBLUyPt){{u_k_<h<tjvI=giXxGYuI>n2i}NKt*@
z`T=*>EVI!U+ER*VSa9-4l{o`)89XyA!BKTPmSB1-?C+NN6FdWj?g8=6_@0pc8aP3W
z&FPt)G<R{YQ(=xey+Bl9nP{S@ur1pm=m4h9C=wQbS^jX+oEP*fzRl`GS8=O~LvFTL
zM@Y@b_H#9dGLjW_%q&yJ(`Rs>VUkz#w?_rcF8#%dE_JqO_o#leWPS5=wIFd%(pQ&)
zQ^KkdY*u|gD?s7aL<FQ$sX|x<G`|?MIG?;TPc|IC2a$N;huW9-;i5&-xiep5a7)Ue
z3c5;}UVw+F^Y72sj4SI+qD}v1g{9!86-%9l+heX-82;~o|7_sd@o;9Fre$N%41cwl
zti~__hKJmJ-C%OY%63{Q0PdF#p4tw`YPdy8ehk^A(CE--Vnc2i1Dt{sIZ_!F>Nb9<
za0Jj~#Ea<GOPSmZm`#UM3?>*!`t1Ptthejd&OO4eg|3ODvWBs``8x&q4J8$HICoYl
z+Nv%oZ`Ra;0C@)X$OnN6fX)06pa?C9y))9Dc1rIOmky^}I%lFqg#qLq{tNOZ*qZ0v
z(*avNxiDabOd;Wj%)F6QsRB`o$fxd7O#T<9@Y*l|NuK|0?CjP5t6+PnkRMSOxke~|
ziT(Gt$o39d6C(5f(&cXEOn7v8)EUwxJWnM&Y1@Es^xX|fBrJ1I2}?{lv+7@(N=Su0
zK8H!kDThPNzx`SssuRxTlS#P#XMrb#=GTzJ7!$g4uRD}Fn3ZlhKsFtjfUlT_;1oe2
z?elYoh<BBy*C6iTRjel$s>~Jx-(v^HBL_x#);6LU<drv@C-P5ExZ!?p{M?yj^!NZh
ztl5b{6$_aF{1_~L_=Ln)T@ZWA(48iD;uE6ZM(N!WZ0?%b(-bATNxuB#Q@7OCFO~hf
z-<ZnybrSJjD8rB@JLP5`3JNZ+tVM2MuT2{!W78GH#;rwLH^l6)myOI7%QU-wKF9R-
z<?@%tbc_ytvwzqq|Au%hXwvKRe%I&dijzp3+Q9(&x8GIAj15Wz`oCluUK1S!jOVj_
zA`qfif2fhmebN15;bd@@h8F(I8gr$5FOeYIZCd|7PwpKF$iyCYyljDVE<RM{wKVC-
zoA?1z$fVwhE$)MS<E3du-k|Y$UgH>EasM;Nht17hK=S;NG`p}Th>V)*uFU||p$ON>
zxCL#i*l0$+jhNhhvZ|>EMwF)$;fTDT+^66Vr<kSR^hqZh68i+5zA4UFHwDvykfUR*
zP?lm<j*hj_4*^ve0$Wg?0s1v79h&W$^$(^b%*M#B@Hxr$<>jlnJpq`v(z(IO?0C!a
z*$VRItm7hnQ`jGYzl9bkUD;yk9l2_4D`9MZHPWrg=BLpb0+|&AKG2gGl;jR?c88N`
zL^4T=V@h6PZ>Y56-V`rLvj1=R{-4?}!t)NF%9VyA7Sx@)2d|o51{2?$J&En$(%_vC
zaR)a2eX<FU&errWrcm{EFX7N--!8om=@h`w`2QaI`xW}7kV6+Yaw@yqj^6zX9;!tT
zHx4V^zCZUk+M?$#m?)`$@7+^XKyw3x;#V+L)}1Ogy@5?7@Q;atE5jRcwT0S%=F!LO
zkYFEo?)8V?q|fN_N#$)SxV#CIwjY42a5xxQxJPZ#lEZzU`e8i6m@kPUAsusFJ8E6I
z?pog6G9bm;q&9?e?l{CjSq0V+%`tWZSUZ@_1U)K|SK53;u<YVoKf}V5fv3oJ-a1W=
zTNix98UnQ}WL?o6sWFxPB&DBC*Z#Hh7gk&DetPa5hkQG8y|;JdLL^{M(jFM)B`CdG
z9D8mX3=wS4*_<y{_D!l#@QTTfrPn|ES(Bf?s{nkCcBb(4`Tpzo%yA2lYR_a#w>ic<
z%aFn<_rIH{&_Jv~;`31LL2^qi*N-AyuUaeHtV>RKmTmR*q>wnFx+3YKCOf-G5akSh
zHQnoO7jaO4QpfUq6{SGg`ll|qoG&ciHpOo)|0-{HcA#z+tf-k)6ez@}lqynHyDP*!
zc~w_ft~?A{u-}{bSBB#XqwRDml%C);gjo};c#j}#B=%y2fh2W<L=f6O688Kh95lP-
z+r&|&Qtq@wAOk{|A=dw#CV?*lLy^(r7T$u4Fq;1+O_r(*R_BM@kobi#fln(o$e#bB
z3C2t~ck0|1SxvbopQd%$;!bL)TE3dSB_A%^5P5xa18ey@2P^M$kF3|VZH_E~>Jy>*
zSEg@(l-GK$&^jgWy!u28w|A`I2^3wvf5>9844N=DvdC&H;_s6=(SxJhk6(^MSR~*o
zN&p9+uWwTHppyo?B0<Ckb@vZ7>aDh0eC?=<>>IryAnD7<*KYh@822(5KzPe0JZXW=
z9l1<whk$fuAj4%6?EC)EWuWTlBZUH73+(;BhL}aCi!Bn<5XAdl5sUO65wOyeM(x`E
zi7gTk`7y8O?Av`+Oj{F{0Ty7<FSYNbJNg<iWlf5a_A`rCyl1-01GlrXapt{8%xXZj
zh-PPV_Ezm!HKgCfypPJ>PzW%X4xW^9|B%XZ1S!12>7G=jN&fWr!lcSIcM#Dc-aQ?)
z-krg@H$nM(<Ws}e0}Fb8k3xR$?Sz!%-!^9KbO*C`hK0RK4eqLnsnR9}BHd*StkEy3
zhAVqRJj(_xKdE1HTw##c*yhmFnS02~7MxKND<|^gX$PpYLH{%8C~|13=F<HyA$Lc@
zna$*OBeVFFS8U(6V@G>=*v}q=0^+hu1o4}AHd^LOfjJYLq-NkGHC-gvHYhx$%;z(B
zLJK?AFOuPcg9O~L5X%0!5+d1~C3*R!`Z`-<kYrV_TSmA@(GZVkSJPRkHVo@b)Tq{!
zyovVgz^}J2s+FP_i(kly1ld362xv;5+h9wT(h(yq(=}Od&BQ+Js=t<T^D*a+b=;}F
zac3A{ui1kc^JIV+CPOTT5(L8@1-3|-oaIY%PaAJJf~R)m$f=J&0JX|9Ma!TnGP)Zu
zi}HIK+;>RAxx{##RpISui^Cgr)7kMiJ{J7~oyD$y#i{~g@Rw>sR^4yQJ^2!dUnZ|)
z`*Tftd?2U9l{>a*T>kQ|ZPgV<QfU%R3Nz{DB})p68<?7+_cj(cHEyANv(_tjtm994
zHfDAlyc?;=q_YGjqeM#4k!k*!f#2fW8g=WGAX|L&%=vc{V3z|-xWvCGd`PKmaw$11
zG#5Ot#RIG0P$CKpyNEj_fds`fQzF>k(P&1Yq1v21%J2N)kVeek1L8E0rD6M?dL&lc
zzAqY{kxZ>K@5rPG52gDF3`G!vc<FWq``UKs9aumwtUvk~Sc&_pc*LWv^!D@jM>Arj
zcdosA<y#D$=2UUpb_{*Q;Q<fTy6fLdQ*~MH&?Ro!)9616r?BSg<L(gU+0uxl&f%s+
zBcO>hY!MX5KZ_4+o>ct904Q#T;x)b<`@Oiju`Q@5P+LTWmLeM$jk4@G=w=fL0^U{d
z>+RhF3FSB9CaSQo-QoSBL|J%OWbmZyW{ccQ)-AprOa71QKX)t=DStz%r<-lBFbaQI
z*_qtmFFaNo@P3Bni89c@o+{lzX#z=n&Yc#`YY`RH2=S_7A%NV;Jz4V_YhNc)z0MB*
z1^_^1jpL|iHcv_*nC{Gw5BuC@2dJReXJ(wSi9@MVmHt05wek<Ie3Nf>tuRT~G2^K)
z-HOq9%!d@n$!*`n4yrp@eBZwQg9|F;6r!l4k@g0*aa3km|K}R5$?9E4%SFQC7{vOh
z?vQdf1?T)wE+YuDKHU`OSJ?9!rL;qv8NXPRC@0px8mv72d%u5c$TWU>%reHI<^GGT
z!Ih@x0kUNv`}V$AY9+NGkTDGgCMYQBTaGke6~wtZ5HQ}?_D@{gE@ynpwg&2%0R2(f
z6S&C`HLu8k)X9=6%!_)AP@RmO9s=LTMMZ`KOX+%hu|rvn{lcD_;>X0=*JS@6qTW0n
z>i+#6r(K&ORF<ibtR-94(Pl!3ER(fR))JE4v`b<#LWohe>{(jIHihhreG8Lq?CTiY
zn7Mz~cz?c+-#@pzmoa9{>-l`1>s;qLr%h%|X}#+SArU^Nxd}N*z=<A_N(BD2>g-WI
z;YX}3mg^woY5{(UpWu13yz})CvG}_i(PZy;<#a8|7(QhD<#g`RP=UxwMepNoq4ox6
zS82U_C;mkrsDhjNP8p`l%+f^|cf(yJ)Qz{Ag|UMk-5YL&bi7FDjitK8svmeAa2f7>
zlfwkCl!p(iIw~_HGUASc&C1jRUMUP5&p#k=9rNJx&~3UGAB<qLoH~bWOMno8Z~Vak
z>iTiD9&UBMZ6&PxQO2(RravevQn!+GL*vkCtMZmo4y+%`*mrDx>sB4xiEi-U*an+2
zxIDG}gboPHsZfR&`qt1;`AmtHrF0M{Q$gD1>1?yy7Wzy}fMtRInUVo>nJh1S_>p+%
zy`;Ujgtd_Yzcn<*PUyZaGY%5rW42a;W&8Vvcq7<u?3yycDBnOi>nYYV?-ZzClp8G%
z>i@^~=Nc5=FFg`22X~YLIAJiH-zHq9<+sVl%y*Lz*HMZL$gS34%bi4!anCNc4q&|D
z17$9yjd|cMO%^u5Gi!5hQmJryy!wv~&#>ZSMQLL}XBT`1Imo&k(HP&|hzrG?-7H`X
z@Uef1Zy!(D@s-i^o=q$kiXs^ltVt_&52bYkCibGzZeQ*>s0zr$@uaL*jL9X)`@T${
zA86rNN*I5oCaXT0U%S}iVfJSUuLH$oxlRp5^zo(LkrFwHb)cB902zJp2zRun%C$Sa
zR+(`q)w?z8lE&Hgy;gKH)qAPRX<=L-u;sK~+-o7i3jDd=7pLI>Trcj(PX@z72bHWJ
zyFjcWhSa&nASS(@zijH@LTW(6yp9%{_2QW~oz{!u^b9YW@z^*R;_WNt;p;!@H<Mt&
zf3wmGf6d3N!bZwNTX5@e(8r%#Mg<pv|L9n%t(%L`r?lP~J**(Rzu=B@)$e&N=~zv!
zpjn|OB2X@Zo|rRMb2nLs4f))zWe41AK+*}*!<Yq6b_a$5MLR%+a<fcBhfQsEn%e2{
zvX<G-EKpItG#V5Dy?<fdsMSrtK2W=}fc!1ZS_&Os0=PMzi6Ll*kNU6XIGiBZ*oVi9
zB(-4YH0s%~cIo7#u3x~svD=oU{l_+F?13i5jVT3>Qh|7plvh2ig;g=pDm?%GNa&$y
zuFLc?TKC?W(dYx$I=(NuE-+SeKD}`r%XoQhLb~*RVFMMQl2suoBly~sbg3tt77c!r
zCT|D0zkFZ(2z!9^w25V1i_*zOSJpoy=I+!xi-nA^h;U0~-H>4rqObr{gu(=rgk^C5
z)U5Pl$Z%t!7`gcW|LbTJ84dak%f0iNHLTS3jU0Gr{1kDvbxZmI@{#}hch}Q;P^$nq
zR6ld@rpA3UM)3hy9oaCk4lAvXCFGUim8Eon=NjL>W1cQRq6K{(>#2<2dUmNhTaT3C
zfH*JAY^$g7Ti<Wk4X2y#JvIOL0K29f)^kg$#@HPkw}$D`hxyRqXW8o;dSrX7CQ5^b
z4xX9iHu1JqjYRG?C^+w>4<u1FaR2IOR<!gpDyOXFSY_{Y&Yfn58$<JI`cznuy>}X|
zE^i!-)iBs_vN;mi%Afv`Sdz4-73oDMB|b%mX<#DfZt(6{YP-eVn1oYb5&=I#w!qiS
zyXftu_#nt88dNek|KtF@yCM9^4j-W1G`RqJG^ns~j|N7uX_rHuMFjkX(;QF#nk;_u
zRZX=GN)7I@UQKiuH}h7RYfo9ivm=3nR<@lrkFeJk@?P2#qLoK=9!+kYOp|aj+0`vU
z0E$)uSZhlg-2U2b!~$VfH_}>PjC-cM5{&BJX@~QR));eb5Dw}LWzje06`t}a{B+;)
z!xUI<+O?gR#v6ka7mFNOxQnAp^-L?P6o%8u{qI#4#~oAtSiz1;tVu+&kl3@`dAbK)
zte{TiHF^XIwTcmANC`?^ovC&vdbJxje?#8xYLKN@<Ctgr3#q`vL-U;4oH64y<zM|0
z9=6bQ_w5;?hZtQAkC09=kb(Y7&9(ONUQ>XiD$KbjoaIC$NpqXV6x-KC2S5h@cR(L5
zZ|XP#ZqB>)roo+qxdBy05BN3ce3fKu9pF6VQ8!wYmh2VJfJB>^i$%Biivw3v#yu6p
zPms%yk7+M*n>ufu=p{1l-f!SWX&>Hv?@?9Pe#KuzhZGy-p|sRW>}+kU81puWZ`3~H
z;hJl&HM!&)kMu>?DGJmc7LGmB@we|pFYxi%WUWuLhi%5`SV0g$pCZl;Va_%t-=Jtt
zp8k(*!@;Dn#^YmG-H*nl3CbPMgX4OGM3Hz2o-@hbI~obNxxY+v)7H1wMX$<9D})x&
z>C-;LQV(@LHoRL)^mikwyXKq9K04j>I>1v+8v5cPC`9K+z1jdwA;YdKi|bkQ>9HT!
zkw@!dIl?AKi?8<tS3{*s(&<w$e4inA3Bj)g`_te{lYP+ssD{-;^6NF>yr&BhVXhz+
zf!@m*{K9+I5`p$iJ?F3wYgI$_V}{}0x=1-_RI-)`-W7l?qsUcoOOkYypT8%?SINRk
zOdInT2JH+hzHx{(b*+s6%?WGjnhVyij8JW5eAOcBCmP#(KTv&GPowECcW|6_F(~H3
z`hHbBcMW4hx$<2lVbK^~4jhOF$NyxoR^Cta_*}qkJURIWfz-d&j9j1B`s4{2W<?nC
zCnI~6FJtp+_hAY$<7jcZnD2-KYY6^fC7R;ZtWT{zIJ-JsAn$5FEl@@Z5yOn+m`EP;
zzl@JJNpxFxve06mg+8$N^rdH7YDw>EX_+m`29p;B70t$LChVQ4aJwCdNGUpw&Sl!_
zYNEs4q>;WCp9+v+zYk;jzyXimJuh@t=80swAKPIvCPs62zaN|6D47B<30SRB$Y!E<
z0mG1-x+_`)H3+5eHb9t3Qd-yo8#p}B5hpQ9t4^yE`V<A{TS5^-SPpGZDbG4V*N9P*
zsv=UFnk<M+-zY1Z-Bs~R49G0(k&^Ejy2jL57H?O+E1Y!AC9Ah*e4HRE@ckHz%Xa<z
zv0W<!@?KzJYMj(%F<MRU8`3kV$hVvKN3&U`N~lzQK2#-!yZlTI9F)Xd^L$nA{B`o;
zzG0rOd@qqh+N;xr`+~<WOq=Hao`_Q=lLT;XzCy)QCi&mg6tF33h#_(AhR6o8wU;)v
zur*yDR&%A_-pgamVZ!_7L0z!wPODC|sIic~;>F>b2%0#Vq_#g*R~{uvX%~+5n%bK6
zGM1Crx$Rgu)BZJ-jVNZ}T{ae|#ytVLdpzm0JS<yLwmtDkZ;J78bmZ!5G8~UvJl8E#
zThw_s^oq77&mdns^VU4jW?mOXw4(WLV!k|cqYpnnc79ZYzxy<!&z#68$}$f3{_qC`
zqzAzMXgU(P5f)WknPw-|CJB1WCl4$FWV@_Z*YRs(h~7dFuQw*%V+k+qJP<F;NUN)@
zjChvz`VWOA(tf4D{qJKWCR;lzYl`*L!NT;5ED>h)3*-)nF2|xe%xM3y9YpkTvK}lW
z_N&8-F_zWx75I6Zg=@?<&~3}!(b%a8S?1qw`LR^<|GQ?#JaV77xzUB}on}2NVg)8+
z*K9f03{COW3hWFG^38((cTK!}Cu{LeEMpw<;APqLv6SDh&d&vH2P_cOI>98dM6ehq
zc+E!}Fi*fIyf#v7^I-b_Ualguh4m6*lz#n9Syv-`*?0qQxbpwrgCOZQ%W~gr97E=5
zTq3|9jMCb)m8jw2jo+>C-bus&&tylJ7VE;VeCApR+ZcqaAu<AF7Iz@0W|hDUK0Gz{
zH|wn)L>R4kWhbxWoZ2yeRsOU&_TD=OzbRaXTIu&*Qfxz{4rnl)CPhhcfz2+y7O)rX
zk`C^C|JJ*-_?6Asah-1_ABwN#f;ZkiOkPgZO+M}2o2U6&U{772Fu7h9dq>R|xw#7N
z7ebBs|FP}c>jvXqv-_2|GkK-(ORcbJ)gl%OFq7Zhngw3CEuMt!3q+>1D0t{uI%sZ3
zmOX<{A~vP4>*MNh-7J3iEJG=iAV9I$yarHw*;2W2y&O8U?S3)>6f07dHNN!oP_teC
zCJZO0(JrmL5+ENUPL{!zp^ATPh4eM|7e+e61Tm7Op|Th1sEn_{LGQJ@=OeUQAw$~}
z)V0Yy!CeP~#;ZNSc_Jq$*Nzqmo7xWpfDmUkeg@jt#8)ZZ#0WmfI3;QlOLhJM20%ql
z!pBVRS@aL+F*e%jcw2?)24l`^Npl6_+}6kSjTBezzG%lx#&^l&JnxM=G_eHL@q?T&
z<pb9qX|KSPLAKSyQRJr=>!Nw#8l#BD0m=;+$CgX#2zQfvu)&sBt^^oGGgk{+rg(#I
z2kh{^g14R`7F%{=elBxyu9nubMYONA>98q6P+}Mt>%kYVyjzEc{kAKCSbF^d8U7XI
z+~AX+s<l{(v96JL`&Z!h25n-P1^Ewu8aoMP4V~pM@K_|NxaGci6gz5?8F+CByC1a|
zRVLZ;^0cqQy?Axoir=8o^_r{*dn=}zutU6{cu2oSq$24M3=6KO^?Xav=89_OtWsHi
zTnDWphyyXvA8%wTE`9_NJwT80o8>Qe#j>ymF~sRUPtAr66KUz0;hCR>_=q_ibkZPm
zKzj$5+xm1{#ht*|IyIE?xSvK87;H3y54mJP_UxyeGoFY`K+k&w&9CxM>iTEX1%c+2
zO{y6~fz6J*pZqea$jOxd6n53?uHef!)Q^Uw1AA^d%xyyJGJv%mZ9_&N8mVWbA~s0_
z>!5V1@*14HxFh~>`|2aMQ`)N{$$gfIzF!T>#%59<S4Lk~O9)$?^w(;VdZ(iCAKO69
zrJtUsDx7|pAyv$gj79S^grlXFwht_Pkd~!31HTKI#ik8=M{TJJ2$=ouKnKWlKEQah
zw66iCEx%yK>-UB6t!yaOeVotn$XF3htA`EzAQAuQQIifn7^<P1&lfJk>BCig=b00%
zN{T0m+cUdx&B~5*^Q+FxE8g0X1eb&zNX|!JFk{b5q~x@MT6%&j%#D#tza{TpQU8<_
zcQ6jW^jl*6I^&bOl+?{NuJ9WxFYxz@4E|*be~he!f;sWg?h7R+SYLOBD8g0<-A69h
z=S<(uh&yWUw=Tb2x=9Z)talWP+`YM=qpXRYc?>fQzr~mKeZ<c2=E3VbGkVZNsddJN
zi8l5>&&a?ly^`;Rfn>v(%Dz}nAAX&9CR$Xt(lXVwM#*=fL<gKj25c8%6iu3uMr+b(
zO{*si=)?Jm97GrkxI}=MyO~8hPbwn<!DP3L{Kc9oP(Aqu(jmx&@@^FEouMh9wEHQ9
zW^G;`LveMm&2jQCa?bQ-ey$sZKW@3CSTt+HpMK@eauZR*px2~_{W;|rJIPE!H(x;p
zcbTntEi2=0_cX8DDXYmJu(?}t;lE{Yo6L-LjLfU4!95u$p4oKNU!*x`T&MFU<C1EP
zg_PAxn*Rsy=<Ygd-S)1G9!ivQ@<E4UAV&PB(H*i69Mh=I;(ErM_IJy(9^*^a+rEWq
zu4wsBnUSdjQ!|&f0-Lj-Qe^r`*|wi2o0MRPWfJYD8`CzTx`C?tuD3H5ub3JDzgXx+
zYka&c*$D5wQKQo<C#L97)<knnc|CSlISqbWqMLcfiLtxtF{D+c4$o7{w-CK~#PI|T
zdx30Zp#$b$uL<pi&>!6C5Y<-J|HN=##M7fV4}}GW%5%d)QHaca-cvB_^T6Pr9t~lk
zH3*NWC{PJlFr*d1qfai>kd}<qu66P{UmglsWiIXgGi;doxv9ZzKM)qXv#n1I+=<QS
zd}&V>s>-%Lc|2Q|E=x?0vA#7QEx4Mt!KPHbc*EI@J~;+Mxq2D~19gJCl!WQH7QWqs
zSbA~6H3|@#qHLg76RTb3LIeU?wKTwT-quRA^$meyX$C`kbOceNMb_NDj-Nhr`X7`E
z>o`$%kBZCVVllfn>R)C&NR5~l+P`4Gs$m(Kw$XcOJR$@T))(k*yq=8)kwvmTPA#_c
zz7XNg9RW$}Fcp+ks^=Z<`;V-I@gL8uL<<cO`;xAu%m3wlZtn|%39pG+9JICZMpxUx
z<8=}Lww22u@u$S~Wv6yM1m~vVT8v<k8Q?3G+;OAF$P3I<n^*BB#kf5}B@cfpn0bbm
zJ&qmQ(1=$bEw{(3h0}UfzV~3v3N>CVU|xE!2ibeoC{u-A3Go7LUGr*1ECxZc^d|Hr
z+x5u@D%DxxP*-!Ei&XbrFyx=_;B^)IfMw=B5%Ja=w12-vX#Q<sUj-=j^=0dSY(3E7
zI=#HE)S~IO&LZ}A*1C?z{>Sz(eECvBU82lkl~Cj^ml!CCgleaAk34WEDZa1)r_dxP
z;$AVr(%`J%blOo^5S57mi?ggXbFHnM>-XM(Nh|kX5Kzb3i{xQREvav-9GVULu~FMr
z(q)+p-%u8kF;dZW+wWvrx61VmjjpP`>7l^&S3h`75@Y+>ld6piOxxqQk||th@0Otz
zrM4pYSF$`4Pi@1x+*#_+-KfHlGrYpeV)<5BhIaWr(a(F|GP@1tJN)gC_fU)<P+hG2
zo~iwh?fVFmf$G|~a&hb0#xMU<2D6Wt3<P=~*XewC)W$D#B;61+`Zho8(Gd#9uom9?
zKjxMCpA}yFUmTJSnGyeV8L5cXX&Yymi<3d`{cns)iEfzCFDdWi@DvnkQRd(RjYMLU
zVXo5|u7Ie5FR`I5k<Lcr*A+O$0@b(2elF?J1awvr|4e=*U(1RVoDEp=)=vAO!-2M9
zVwi<#tx{O<9BBP0Mdz{<1Enq|$D~=v>4qzQqlvuniY8O2jG-Vg#)suB(s_fg>5M|1
zp^WGhVjfl1E*5sOUy!0AHq#q;4;L7WVHD*lrtKvG7LzMDN(bvN?Cvg&!!B`Vu`5}E
zP)xO})RhPo{Hbt=Cxd?I?$RLCZUWg>TFxIu?)0x6R|=d2z&Kg`311*P51}GR@8jyu
znY#;=OYl2t&TlTb;)*tY$5#rgZ|;X7Pi*$l((~fPr|EzXM}y`*+1^5!UPZ2Ho-iP8
z?`q(xoT^Rt{HKiUf+HY8yoRfBkb?yuEeE%+tJM^d&9k*5e<vfEhdz)Qmi*$`HzlXO
zaQ|vMg~`(CwEYlhvU~GnJiq-rV}?^C%^0!pqNW&|b8aJ33i(_R+4&1=NP8vphYM37
z6pmLr_&)GXaQ@X$H<&;5DD>*h%hyWLI2wWU7U7A^t?Ws@gxC-0x;Z%^p1#9T?3D=o
zx!qF*X4Id_h`qEMDEpWDsz>5Xi@|~FMYk*27WXpWC`y+qEd^GkRO4hWC#B7wt!0ea
zw-#Ju9HCEAYp%7NTv`Ei$`+xNUU%cZN69)cd!<P-TFiU1i**-c1<2I)258U=`;_Z^
zJ%Cd)W<QQ;zc#^k1(sOX4R(5!8_mn|7w6a<dG!p14KtsrePX^$!)JmG71lk9%b9X8
zxb&w;u90~Kqi*|8CCW%W@^|8XoRb~S2T)~O%ABv4ductndo)mc2)noD{t=9*Uq=Qg
zZ>VyeQZvFYUCJ(1%iODOiYjRNGj(Kt_!IH|{uvz;iEU<3`B^XSe+)C5rBhJ{OjPj-
zAn<k!fe|8Zym;^BgRTF=O?7~q=Ko_`+!#r)NXX?yDltU@bhmgL4)T1rKIg7UxxLNf
zk(1xK2Ms9t@vGgbM(N^joxTUM|0C^XuBcG&N+y06iod?$St)ch;yCg==RmgrO`RXT
z(j<B1+24lVGKq>B_X8h8#?~M03<Y&WqFoKWey<39vOrn!#*Ww69}R(6LxO5VGTfYM
zD~5FsSIl;3b2Ba4j9l-3i96Iwwrm*d>nrKXP|6Se^CclIeqr@iN1{?>fI{c~eNf79
zze%%?1KT`W6ZgMSd<iZP-i?)H?lC*o_edF7J-|Jqew3(%>grx$s<6(o-IGzU2qmeQ
zG!K(1{Y>zig&=7kmGzQwbZgHccGj5dK%9m3{RdFanH3ax-2i&NDgx{yv#pF~?E2R-
z<(VpfIxpG@x$(j)R+mILIssKV+^3%85j#Je+3-PGXMR{4HW?OO!W;w!aV%BF_Bq|w
zJNd(Qy6Ff^p+CVm=`XXppGDAVn%82mj19J*G054j7?B7W`_KQ-y0PNycC%-<E=OfR
zh!MDXqv==PzvJbi==8F?%h;#wtb$Y{4#4c>9GRU}rJw&<>ef%KRP)M+jtTWhS?bnK
zo7{-!<r)+EZnEu9*gJLJeY<-`{G@m#o6_c)d-W6QOr$(l6OZN-=qnj$73uiQIw9|z
zP03c8NaQL9z)Lgr>)bA^eFbfn|Borg_*gVek{x*pgN)S7+bo2c@a~T=1x9e0B=0UE
zhY0?4%$ylkt&Ejt`pi$ha0gh8p<YfAIlZI>N2#;-fD9W?ak9iE4f`$UJ0)WYE%qoz
zzyCCkVc{ojISsc1znKNs5RI7>!slmqF>9!#M+`FaO4>cd0v5&0`G*44XQ{di(e8Ia
z=4cNI<{@p>$<s)0=-K#|o(lm4d3Z9-uC{)D2#sjyT{6uG7KUa2;(<D#s43s)5mDqy
zcVg`LZ(ys=7yCTeu`cNnEH1VwOh(2O20XHaPi$!7@Q?L_QL$<%_#WgE$eZTJ*z3`H
z2tVeMN~BShit7WWO+SnUr@F#+@_Ko9p$L6<B(s2Xphc)LLP}VRD(ojB?<@)p^X%~a
zh!lf-Zoh!2d=aO7QO4*ab}>>(fJe|=k_@*7X;52`{UJuWoBsZYS?_5wPH!1>J&L|=
zg6PBPb@Z}jwxC7PB=*fRvf3kd;q(on^wa}3rd{4VjQ*JQ@~5wgWQv3xhU0raiQ^<H
zZlv~_M0AS!;aMS$1>Ghfj1coe-wg?nEl@<t2FsEc-?um-BQ?VB<PNEs&G+GD&c@-l
zbgI+)b1bE9r#{TS`>CLVwQV%zJA(PotRHJ6*(}~D?Nw1HDQ?qY<Updsyd){(#ul96
z-qc--_#d3nDWs^HM6Bn5ZtrSWs=NEnl=$gFju$3M7qYtYM^<>btPLpI)LI%D_KO$=
z(j#cP3-&3iVF$Y7jnZW&?@ab@cvh4jeabaxAoFv5&aWt=2Qt80H>0o($)2~8TcmR$
zxW~h@AIl#;+`Wo{9)})Yrhb1tePm#42HtwGf6zQ8*6@IK+?eVCrQaLPDXr@dUBgR+
z`9DVfSt{(7M?6pTM5*_KfP~golJV~*+_Z_(*MCEez&;x%Rw<}hab~lYt8A~Y$JUMB
zoDq6I;m`M|RP@=o5uIiAHzCj8hjKfA|4yD-F`PBNp3qAg^hw-dK)eMd)K&hE3FB`^
zz-rRcGuJhve-v0pDkeKS!BkR!L3#@f;_!SgG#Yr$NGSHRMNPn+Zkn68*!3W5AAELB
zz%eYfrT6jNrrTp#_5aFK+baajJjjEkVE&r*MYPGyLzhE=55fp;@E(RSGw;l8qh~ew
zPWr{;&?s2%s2t6&(0vl#q-E@E0=4xibrG;%w>Tknc`Mz+T`2sv2rBu*zCE<ZJfVA*
z(NdP$UrhGo-#MKVrI~+6#y+R)EBa^5Jh*2bKQv`S&V6Y_kx2;KL3rj23a=22rX3yq
z?LyT7eZbq%ydn#CLzMV`Y?WOx;$nC>TOj4@ipA40=E*g~WaoTs`U|Qg4!x&=wfenK
zyu$&c5zgLOM5E7%UKmOg&XdSRC$S)mBSjB<AF=VY`BxezTC5HFeY<F*Cdsw_MeaE)
z_<|%9(&g4Ye-{u)nrR!Z{F}ApyKH8JLMEjqgCd`AFmt$Rb)*;i`Pi8~p-bA@=f)(<
zK28i;hFF{yNWt8Gs#dc;1vGTn%xEv2m>7P0OuWefu~`)Uoq!d$nQ?Do)-WDHPYMB2
zmZ`ThS}X40&Xpu}lfJ7i2n7PN85neC6FNE&Kq82;&u({UpcBq;I&yH5#!CGs-nHK0
zlBdT{A3J_!qjGJt3iq8Yel%$h*)BbH^^6D>QwI-bLj}eQo?#1SDe>O31^vf{fo^x{
zpgAU6hb^*>%*+KgMdkE5h)@r&rpJi*pHch?<+<8s{k9<@C9*L*tnt&nZ5F<5>+bVZ
zp>Qn+QzxOJf28f#mTEvx_zglcmn1-eYYf8yhyPwh%uRQtYWFNT*U!-Qxu}O&<4l#~
z37=La?HkR7=`?H+A<1xNZdYJa{iXMr#?q3Bm^`1C(yUS?!RS+Fx+jHr)Th!G2EP7%
zT-RT_Q3xY435znS7jlspOV2FNg1t2qauqhjbLxlLp^K{Bf%{djSLgUAo^`mdzFF=-
z#+6vQ+VOezLfI6?v<#1`GxA26NIZ7v5aL-N&*g0Xg!op7$TCH>#GS?#oLQ}o+6Ac!
z7N{TgP6bbtq(41cSDMfG_J&}GX)0_;os}|^xE&2n#{~!Gq2ZNpRzFo3mnME?S#S4H
zd46V5kiFYjck*Q!4>KlFj+F7?3yWjq{G=wk@TRL*80W)PrsM1XoJd<w6v^jP_o%G&
zGmXQ$gSFDZt9Ce(2bS?B`Gp1pGdThgysR-;-WpC=mkGwtYVcFm$_9f$O9W?IqvNRE
zm=Oo>b&))kG-dD@V9!K}`3`5mITszpRh1@?CeYUp=t5dD+$&cg6*&tNk2gIkXF(1d
z`c$mXCh!EL*RXw!G!21Fgm2gPy{2gyN(r|(hQ6j<-bzRCJ9RNBVcPMjyDBRx0Rn>O
zJ3YB9^_M-_ZGpW{w1DjGfQ*Bays$+~rdmbl?}==NsHv+Fq0eN5lY!8~y}aHYalXPk
zCrZ{|G8%$F(wsctUpM!~9G*PJ+9h;YDGWPa({961+!GO0*0ySvus9O)Z3mY~2fGJ<
zjR8UQ{@(Ah`S}M^SX)qWvenM5HJ>V{x}(cU!8v7@dUF&U)>&jrYU;x<UAf>cwPUHy
z+NTU06CLPLb!zI(wcYtt;#=nS9`YZN=yzhV*6NmJET@qH)bU7wVe800HhUGCxNa$$
zyM?PPIS+~Q`oH%Si2*!-?f<LoAQhtKwjaOTMmX+B<MC48JBJgS7hWI9PS6VD;ZfI_
zgR&(Xr_$1xOGhv)W|FqA#$$Z*r+#7WF`oD8+0qtjv2+606Y-gzC102)c>Q{sB35@%
zQA$NMCCG-PiOw6Xp3iT;Ya^?;=Y9kd%VdJ=XZNcsK+9%<9Eg72jl8vckdbqv8HZd0
z@hUfVcW{mo=Y>=bTwV)8f%=+MXb)39&vYgh+?XnCNZ*oGj~hFK9~sahTG*HtjG83&
z)fo^Sb5J3U_KC<VLGXHG%Vk25mk7d5(79Y;GT1$;6uZ68*9fMQt|*=Ia>YJ`8O_ny
zkwg~BYULhA;^cYbgg0d^<K91rI_sAbI^zkTeu%yAaGVA2L89D%_sB>Vsh#GXagD0L
zI@n&P$A4%A@?m@PmP$xl!;k80+%l1t8$cf6JoZ@>)SdtDjOKweI$`HW7UckEv`X4c
z(EUyQwFH(<nHMa^?(yx(6b|>AA?+*tp15SS6hI#=Gr5}|mg_hEGC+MLCLAgAbGma(
zT}pi)Uf%~<QKCjXuTJ|l?pZEB6UZ?%%O!6^C@6?dx8woqv#;RE``PsNqeGieaXpcj
z&K@U3BTp&$O8g_#Wv(BdO5|U&%bv>PCka7$KAzxJxhut&$Gw@=8xfws9@rGk|B4<h
zekwWmDMmC87Vp*THzTGF^*EUu+mwV!wv2^IbE>3#d`kzU*=HeEce?)1u*~s9Oy=4c
zcVn;U9f@v)DCulxfG-ikFYz~zw5dq>g489{A$|>ZpD=Hhn>I}2|Aj+1*DS=Nh3otv
z6UAE1k)aVqhM;xJ%&mM6jwUGStuH1X99+&aJ72_o+cvDnI%~C`CSd_h!gBs`KEz$<
z`4vau&i(oDozEi2Lk7RUKF%??6`<8}C1UD<ws7%fkjy-VP!rrfH@SvfCp#(k`fuR|
zOm2?VfY-DdDNkt3Y!CN|)?%J3XYLWon<jTJhx(AGH?ArzK7a+THnFivV+iwwu{tyv
z4kLBYx3I=qg&wt(C3Y`|KO+tEgc75dOdF0qM)7!-eqB5eRv$E{GjV-_&~n)W3zFOG
zGM3t`^iyZHpIGCaFF-7y+6i%aupMOY<A7=PKVbgE&&XIpn@S0{^+=($v%JnrS-x5X
zPkeN(l=I~v5d9P@H<l%Y@}Gzc`(vjvqQ5)hrbvp*(Ul8Lb``}BQgEUJpUp(RMkJ<X
z>LC=?{$u+mnwE7WvQHBWPR|6OhhQT>0Qk;Z(vVvWt`x*nx{1vR&bF0Gtm(@2fBH~@
zu^IKXX~v$?-b5@l6FAXn^T*Xd=mJuHMt{_8{sCAbnukl0iSuW+#j^sC*bxqMqfC_p
zQrhFE=OY8zZ4HR@+QH-xB+%u%@%4l5<dNrYasHVBb4%sRtMQveBFL7+g&3f!T=mkr
z>J2Iy+!KwDdUT|(F<LB!Rb<}S8HjrjIi9gi=~^q%SCCC>VV*%@yx)EWuX1*E;yjL1
z)o;dULP0pVL5rot;XO=d`a=I##x?BBHYF69UK|Dk(h*Xlgy;*KVM~T}o+^dcRynu(
z@MB^`-UTg{h#PsUS?U?L(onB9Wd%PPZbnTRrOf!sXcx9g=OkaHM@`>Mo@w@|Ebo&r
z*@h&dQ*ZC>JtsbBxh{DNbl-4NyXCpGR^Wn`O5+Mj6pZIsYy7Ay9R&(*&oOlgdDj3N
zK;4&aK|Tij{d1K&2|b<ICS(YiJC`PzapD<xPp$b2bWZm#{50}!zzzm1sr#vYztB!m
zzg!t4<Q<Kam5ff+O?Z@{3IZ%-r4yxQ$t*$9uOrz$@Z`|!?mBQnP+<bUF#8>h4Y#kD
zssOy0N06z=$po&<X~%<xDOlr$n#ut)3&+*!NjEFwhcM_5#bR9*MM8$fRa_jhdC9Bd
zYFOvB%`9K{>?8P4^BNaYt;aJ@fh)4LrTb^IJl$2tk%Y_fodG60fN!V0O^Xm0GRs*T
zXE@AHM|<HEt}T_BRW~yoNY;0+8+~n4V^XW+Kz1KgI`tt;&q#Sa51urfAal!V4r*pI
z>KDRA7zBUf20MM`KbAiNj9RDdcnvvsr?alqwxDt%-iGb5{>1BeiB<qe+MFW}GL4ma
z4^JC~?U>g*eyGiOW><<rskx@}<$c5jQ)k&kicS&5QAERF9x<AGeEsdYKuq4xk~%Jp
zveaAYBo(t}yS2n{E{*BUO=7W~QI5!u&E~U4i|VPQ*irpNtAJgqZ$+)G=V?Dy4K%!*
zl!%mv-Z2YqRJAI<vGl4f4`8;DN8;sa<}Q!l0gn}>FAZMg%#J_RA5}unzPWF(@pC%P
z@{W}&@htPoq|Y1OJc=1qw9k$ayDYk|YN+HL=!OWG+Q=rIK+JiJO50snJj?HYMt>|~
z5>Kqii-XuxPF;<tSmt~yL82b^Ugo8h?`wLTv!OW(0S(%#EOL<caJ|S9leeT4byYq5
zIn1Pv`;!Z7v?i@{Z9bl9*q|<{eCb+oC`UWz4_+iT=6y+*OsM{B?V5V?2G9)7yPjEt
zRuPyB)rr@9T=!|8p+-rAVCV>;>}P-2cr+pOcGs1yzkjd!Y2Yh*&C_<hP-2Xx#YVyA
z5{vXUPvbp5=Q>%R(E6}th&I1_(!AdY<?V>4wf!8sG!D+{Bgha;A$c>v#_4MimFb7F
z<`p~Z&cc7K6(CUp0Qht<v23W!tg^k%DUd&%A)hCju8qHHz;{d-AJ6n%_c}5a?_n8+
z7{|RyT#FkO4g}&3m-V6Hefs%;_pCkRKekbGT<uVtfuaEcR{4~xOCy^4-Pd0zboV(m
zGBWlW4ylYBORt0Z*}ucE6PQ!EZPfucks3f-9C#zq0VWndt1l)))u8C+c0Pqe5J{l6
zur18fCodLizDpwwwAi-V*yBs7!oyF*i?zZuxB13{BZ?@SC2HNfjLq>@rRYe_4i0+F
zmsctJIT7=T91DtoFUR$0y+`{O7SU<3%j3bNN;^LqGUv*4jH5_0-%LqYzJI@F1OsQ`
z==!l>zpkR?GkL3nKRbMTxB}~YljP<e*a5BiRmfo&aj0g$5o{tECazmRVVHc>l?vd#
zAc~}wAm6%(hqft)1GG&|9(Lko`x3BCm^a8H4``C1p%%B8jK_D*z4=^nVY<t4LH-qN
zBeLW`zx)=83pkr_I>z@QarrssHFx*&vGnvXSydV}rkt4VBocTsX(FB%*>9@XKlRqt
z@6XGRn3`*u<}mC(e_%?bQY-o#5;kG=Gs?2)ynBIn{<%FrcPWAtxN9A{IDxzPrL?CR
zL1H9ZPd;g6UhQgwx};9)sil8Ux$pYbze&N0)^&QHqhWb2x)%7l8LEu+jbo<=f$F?9
zMzXwF^%zk|81<`pD+V3HG2bZn`=@ZQZ=eCX(ndRLwz?CF*J^xIpoe5c=@CIuyNo(|
zPeH1g(g~RT<l8bSN@CeZDA7$n{(@bE!WzK;!o`X<^DDX@`VLIf?Hz?XPBmS#8O?bI
z$A1ww1ZeIbb-Zl;-tn@g;OY1@5=N$0_;ac*`^2F&?b**{5wCIMs-j)iS(%gOqNO<f
ziFnCTs=x;N+9c!tsPXirI06+F79`8nW<F^EquXW`ww`@IYrGgiyK5<ymjzUR(AsMk
zLm@rcS&2jm{MHCAPcH=&bmrPS)&s0nGR=_<o8joSNVM7Tl=H;Kd+`U^z8(4B?v`v4
zYu~OF8gY)*J*IuzzyI`%*B#H}QA$kWwjbd4b2`d}f^nRQbl5ENqa|0iWaJR@O8d&3
z-%|OJA$>W2$aVhZd)snRTC!a#c%)RI#hgFiE1C_TPu6Jbh<BI<y<5a5=zTH9#&_m+
zzQXAr%x_BHzAfTk4O10NAB6$undTy;rMa;2cZ1&i_NtT?0(b=Bxcs$<%*#9#97@o2
z($<MO*4id@Zapg<+8e)?Nqbz(%sY0u6tA4G$3+d3X&KACRt67f%pa;hUAbIBeIaZ;
z(0bQ%4~P%iQ2F2@Ji*DSH`>d}>e~CZsi}sgwk{q_Li7QX`UI^9icz+n@12;xpHDon
zaJGQ6qDb?>WzVIX0PV`3$hfU!oq#ZV7``;#!Aj;%s)c|@?Wdy7AK=6OFoV{O(dj*x
zpK)Lu8bMATiXuLCvEu#8Gk5xXt0zxs3$0BZH!<|ECK>x+uuRU0AhB-|Bj2w4%oF2|
z$xwxzDYg^E3mJ)veE*n*Ll#*fvnRZN!0;_t<en|m2;LdyC5WdHBZlnev@IQJ;~7G=
z?er)m5M9$387#SZVEo_4%o8W|LIJvMBBmt>sE1VIGaZ&z*qe0g$jz-DC_<ypTk?H`
z#$#YK0&h%G*KykBT-x+17>fwph-bf}c>nV+jxuQeaUh|a3`$}wan(!HEEa5^L>{qQ
z4GrQ;GWs9B42^!wXLi132SQ!oZF6=T^c@jT1_qVIp07r=e4bJj;(>{VDTplaQ<Vo5
z#Ppr7xiyh6)R1)9^<Ap}jo?D%Izi%C!d=rZJkv+($8fL*UHa!RXpPznd{}0u9`{~{
z*tOs)+5ZP;R6bpYco3m;S8l;h)Q%UQG)#t=pb!MtiLY-)7!p6nO~>s_kqS(S07K}K
z{(ROpRs68Wf!Dn=%X1u)NU@P+`U;i3$bM@l+yY}4lXDnf%Wo2vT?tB_6Ic!(yHPBI
zw{$9e24rzCKerm3{8wmW{7bgqk>q+vTDWt{_n{_B;gt3$<Gb<n8T_>X^|h;+(`_~C
z%Lk)Dl+axAbxjNd(ImphK4hE)Myg0n_Mf_BWmo?EQ?;tR&z1j{H6Evl#m2`)mpR=o
z5su(0cGeaa!6Ftpv4_=2GJe!?lhe)-!+zwqLT+;7dFOM*4+uBU(}H71*CA~9wO(9`
z=e&G4OMZeIivUk|J~%Z$o!<u`dB(re6%Ir@lyvDmHNbphS$nXlbpqG!$MzL#d=Wwx
zAvM00-CeaSV*4e&oWr|vh-BD-9=3$YLzKglmRA`iN4(-RLcB9{^I`PFeu{lQ@o3BK
z*4b4OL_}5$4=DJ)QKJP3hpxpep1r*A=VSa_B*3XeuO-49M(2GFhSX3yo)en<at%)j
z^6_aOen}3=6X{h=#cxvc8nU#|VdhBXn#J=~k{Bywu@5u-i|_cVhneZ|_|E}ees4+$
zVR!RHl=#IGi(Q5+J6pc?yxe73wz&Twd0O)Lh0|d!BmM#ouQ#tS^&22gc<RnMiSwmz
z)8DjE18oIwqN9}(rvto}j|Q3R)QIHWm<SLbntai6ahqy`YWFTA?;=-Vb0cw|M4?T$
zC++V)vnNskN<$64V!-$5&5J~>^d1n?$GL5E;&bfR-K4yjKd5Ttm9Xw2w|vZ9^IE(s
zh9Kyx%<#Jzj-@V1DkrGquOf4>!S|)-Ki?^nq^|47J5*fgd|TE&feFSe4hPgPpAU0m
zcx#YF(i;%djWjwEhn}8V=#!gB$`kIA|C{g*W#g-Pdo`-_gk*UtbHMTCLp@zaai>0n
z6br(>6I5T7Aexv3%%`~P?pqF-K*B7weGnA=Mp=Ym0Hu@hfv&fb5`e8qR@A;2x_2*x
zFLRg4vv2Ygu%&HnMyRBH?_lz(X|c?U@XjnwkQUl;@NAU^Py4s&TheE9w&)@E`mokg
zgfLQ_c`k_5-RJt_cy8Ek20f3H=f(X*3ZDS*txFn6;`frT_?ei8zDm&5QJ1W}pF?^a
zW(=RZvQhvo-m>O;RAn=BH0qN;Rfu90Ygz1;<?pWn!@8@_KPXktQ&7UKw<*G8V1(Lr
zKJTT%tZVrd#(-WZMFfx{0UosRo9UM%!swG`yB0s7;n(&HQ8F;rdRt_D`jGG-Sk19v
z@N*_?uIu3Wlu$URJ9;W;DUClu<vXfHh;3o_20;WeZMy#t>(I2G4~-VSLCUDCJnS*?
ztc@~lUgCFbmFzM!?u3@bzj?GtrlHMzncW`Gr*`-HdfP^&8cIvUd9tk@+)yKe%oP%N
zSEI&svK(BU@Jf*IUZT-T-xzzJ`&cU$Xr(Ib>kJ1s5U7u4sU~FfY<2_PsS>C&JiJFN
zw^4?#@1s{1dVOHfzb>E-*`@B6A!2tXA?<ncybn`nB*)@?Uz8;NijQ2Skar9Pla;&M
zu&_KqZjy9hLbei`vi1X{O9^tl@`wWi&Sr=E`Ytj7)l-|}Eaz$zbo#&0J%_x1@0pDr
zq(gTFU^8u@herW3P1W!`7VZv?;0WW(_tPB}OHPDw-}SeyyV*fa>ksFw(m1Dk7k6PW
zb+|0nc*0X?_b}oZNlu%-vE*VKrxhY(km2G1?M-RPs+=%Z0rtc-qM^wX=+o?6C+%lf
z)#=mG=J6t67zZ8#h7UzhpU!g#Irp9e^W9GcFrRAMb7Yln`j5pGa;ju+2YV{Oz_0(8
z<7$2awiTyC@E^z5@+WiN@gHglQGl<4r?K}1n>yU<n7N;m&uqw{g7sQwMj}VGC7UyD
za3a>C7K6Gk-IAUqpYQ(V5Mbcuf$M~nJLcr?*zrT3IK4Oi)~<P*;cqQ6f4HAgE#;r4
zJVdLk=b&VWXV(O=&F+O+AL<t|F`EZ#4h-k*w3;yWuo8)yvVCY{!ovF@qa)`XF4{oz
zmcO{9?2z`-&15YFQTu>So$%27sQYg29-F4rBJK2yw!e;Yje{2RxqCl+skCcNf3fm9
z9a18v8O4LI)a5L-_PvYLS;%fz&=)>8CWPShBr^ql?DX2bbp3Ns4t3P-cwISc5s=A<
zn~_7tcfA=80_8FTZmQf3?s)`|w9wX!U=f<gD{;=Io4GA8xkgGJswfSA!U8jSSkFk$
z4vqK4fbJ;KYw^OzVK0;7MA7{`+5uO?bg#8YxdxDA)%wPgjdINV6PV3WJWgjDe+;R{
zqyH_n>Ckf#CFcLJStKUf=xHIlV<)4#fr~89)tJGW?avc#gS}^kw)%e0zWBJQcSk*~
zO|vV;8eHz{jCrSUj&*TGUi7>?bNr3WD)#OLTSC~jKIS!>yIz%p+rNJ8NMQ`HdGqou
zv-jL0r`7iqdh}5Mg@MPwS8VZ@rsy-Ww;5l~KpMi47B16T4)G`d7ab3WkG9U}aSp|e
zUT3yR{*DSW8Q02=qMoy-a2zA79OLm+2h%veIHOPv;kB`aT?ceH6s(S`<HR;WWgG1^
zWcO792U(pY6i1i`>po8a*V8W(F)_R`t;Logie-^;L#YmS6B*sb=LX$kz`N*vBWfjq
zX%5uOO7jznly95c(%|>6o`)gk6fyq!cOz<CC1^=0yFp65fjJKyn9Wgd#(15mldba8
z)9a&*G2VlA(?xod)UJEcqIw`)dGb{(*4#1)6?Q!Isc;F*psF;ouVAwM*ti48Q&Zjo
zC+#j(RQT7~J-e`4hZ2^{lE;2h+x_pte{7GJM7^pHI=nRFiqlAG2~huE8Rn|Ulc;Cj
z?clUue6LyF9)G!yg3}V;G_m(KUJBh7p+^;bdU$^R?B;tMVG7WXe(V@iWKjh4s_MQ9
zcOUy5nZzrzb|%(Lk-&JppRt|Y2nNuPaG?bZH49Aj&v@pq6TxUAtSigi-DwA{^HrsM
zv#ZugZG=)uo#)wDF_Lh1Zbq+=n?i3FI8+YmGII%2*C*1iZ)~ryKH9U$oDcM+#!lQ!
z|Fm55N=*@8LKW^s>j%^XIMSuTs`|h`ms!8z3-UeW2Bxy2>H7>tPt!kV@SpGpG&m>A
zg$jR^ls{hudcHh(cT6!$SS~l7fAo*>%07na0Y&MMe9%v1nv2D|B#I5^3CvK1pXrQv
z9Xb3N^>kWDBynt%DgqEVR4YS3aBLK0_VtTma(2>#gwtS(lTlDVM~l48&&Xo=mF#d+
zFgwRHND03!H%Lik7ic%F1v!sXPv^H^z{i4r->h}#p5`&E%J+*NRcDQpZ9mRAUp|is
z3Qf8959EW*--@3pM#Z{w6&dH=9`YFW&bbkG&BcD#pC6=4S1o&9O4`rxspu-{a*|7<
zMn|Y9Ekt+BJM+Y2Rsx9dpfk>yL6xZ(IG_`w*5>@<>c8n?tkkdxHH$kYN>H#xt&{!~
z=MpkYG0^gS+Ko#<I(ZHkI@9DNLWt8>Cwo>6b|GKM>m6*~06xEUK*JZTO@mV3+f5p#
z<ZY}5p-RBmSw8_!Bm4@`>sm%0`Y`hdMJ}5jrOrHZ|H*U}qs`?`KE8*J!^)c4bdU8c
zg`q0kZ&gGTaZt>H1+EXhcCR8%4cZ9TL>o#xSYeh^WnlWO$aP)K)I_r0|GeW^9_J6*
zT2!7F-}BYU^d_KzNP1D<jvq|FDWGS0UH;AHTi;DhEFWn%W7VR)!lMwECX>Bt6A_&#
ztmxr}O}#J0^(EV3Z>!DW3_h$3$UV@y60c^alH*2%@MBD^n$6SPDTXA~E>6kNzZ;wS
zA$IOKX3RRTOt}QfjqhE8lTq!dRBtHJjYy&<78{#bxh^%6FJxVc?>x2p$K|sx73^?j
zzMbmZe{YnI*$o2f@coHjaZ=)*_0Y;=_$Cq^^4yk2Sj&Fmww!`A0?MEj9;X4J#i5df
z6~px?x{!?u2wthm63LewS<aeXQ{6dw$1d&!OJYg-PbP{^tFbwD?6WXG;<_VK2t3fk
zm7cH0OOCtqbT<EVMfoQGK3}&xI%>SNrk-{Go}x70WFFe1Hb9$&E0S<U7^gErt}y(o
z?n)I0iCRVe9jVQ@I?8#NPI&f5H8yt$bU!z!93W|YCx5eW@qXvWa;tu??#rrCAPQ!W
zM5Q@0Pd;PVEsf>{g`tP_vG*Ij4)xFHW?VGtQC1EW!qB}es}-f(R)8bY);sSCS&+PY
zpW<$?n?Dir0~=SE;A?s1obv1IB!5@NQ>^d3NRfy-p|!yR-1y~{bij%N<=fC}xQY?O
z)}&q^JTgYm$0vJVJmf7bKU{mhM5>B2O&%)K8PO?6Q2_~#fifwNFY4EZ1o}lYrg@O;
zK1uCw^B~wB`@vik`I4Vgr#9Yu_1TzrEO$frmCsc;UlMe*3~!52Q<?!fs1-{&J)|c0
zGU}!HH2SYZGR=+SJt97zLdIx%L^M$zV41!h{Wybx^m!rZac+z;$aTg$UV{>YjgZz`
zhdCRugXdg-NN0h@YbYBPbp^13Ue!u!YNq08ffr%Q9J<tX))fA|xjxj0zRUX`rux-O
z>>0xm1W3gM=T50GZm%scH)p16`NVF}S}PQW2YeE5sO42@h-{&`k@_qLFBOO8AnC;i
zf4~Idmd^Mm{Vg<S18DC5q-#T28g_(BH53?xMufCanL)oAx!8S=doMJ)in0U9@+4m=
zEG1}hx-$)TLG<wh#|_ifa1hC%2gCRi*N4vT_a(VeP@t2GR6qV`E9nRP{6`@;VhXo)
zK|?S=y(7TH-_2!b76ZRF+G}+r!|LOQ88ZpUw{ACh^&i^-`Mh0D?(6Tw`Xr~$p+zCm
zVjVAPab!&RYZq-oYM4&zHX_PY%V+ejlmA%D;qKw&aix79!tdQbvy>>7;lg#D98`K;
zU%IC#+}i0!_xmZ8_;?X01=arD^!{t`P#oM{{z`>Wz$~Do=^D#QM~{;66Kq9fb}A7v
zHO>4%{<kfDYhZl`#+5bAs!H1BC^y}0BZ4W(LLp@*kFQp0&&<4?6m)(50fdQFD%l&S
z>dKWE1D^Wd-cIR8388!!out#3HtR>DMH9WQyRbs)*yhyK7mcdNG<@5>r*AdWrqQoR
zmhAxsE<PnAk%3_RZl+|SU(mOt#8jETny^C#YjHwJ+P|v_-8^oX{MWaw3xYW|wH+QW
zUVG<8hYlf8X;`3DO9f-$D<taE@up(|xDxfT2$>NGXrL7230%n~;j1qEm=};98}(Fs
z=SC@bc}&cc6y@V#b?m!ebaGIE<3p?e*pk)#q9i*$ajw~2Pm8+#XcjSz(XaWuW-*kT
zdPmJXJ(|kSDt40D#qA_9g^xfg-cJ{hG5xwFl)Z^=ofFc=v|@a1kZ*G&(3E_Gje;3}
zN%rI9?oBStj!k)dl}g(BKTLjdHzDHoe{4mm4h%O+i9mh>4{*PERU4l)_<T&HG#WJG
zIT?#KpD?y44#f0kQ}T<-z|{4RiTQLzA61Jt1~Q%8fxae7A%>k0sPtRyP1s#~B9f}M
z9m=eN)9L#QkijAtnV;%mSChTf1k833N?6*tI;=2}5vzttPKkSSaoiQQNq<S#E22F0
zzJ){mR??UTfWC`D&xb88h~P#pmuli?OwrC}eu)Rq?t7auL%iHPMDQg(23cV4<fXsI
zZoII)UnI+%l}yMGE-)DqJXm<Sn9fr}vJN^O)5RNHR=E}rG`~7ZrwkRZI$fD{?9O2D
z<lfX_e@yVV5blQOK^t_bbh#`g7p8TP77yg4zgqr+EWAGl5@7VC%`J(})46wd_?>>X
za&8@e$~US3b$pyiTjQ$@3uV}H5(Gjle`e0^st!yT)<e#Vq(03%hMaB;?eC!5@1f1s
zm)Zuq#ID9HAQ!vbxDTVp2kimzp|R*v<4e_6qph<!;={tS@*b-pI~qhKBHzHdH`I|^
zq>I(yK(<bQ4tJ80gYIs){>=_~gg~FQuY2hv1w&HVm^mmr!b|KLnk5)$1{<NQ=+kY4
zZ=uM({0*>E2olr=M=_)8q5OxM_`B*}hDK@K(cJ0GuDO%#2q>uTec(G8_x<`lM4;p~
zVdaWytFey{aAGmHI-QQU5f+HEJPTZ$T(_)U;uLZls@7qOnxFs04V&(Wi6NKor1~-)
zl3^=NGECJ7d$$UKY0Nt%|4qH8ej+zUHa)f+Ni?+k{BKp9PLweiXuVAkZer$!9_JFN
zonJlkl{Mp?-7Cs_(6*#0U&Ch=if)Zf#&|p!qfdXB5{|bGn8TNXhw;8*X!o*3I@EzS
z6ek$|&HLx4eSA{#z4J1quQmKk2?@7S0>%F!*=LqUaeLc73iST7bxy;k%Uf}&qLX`~
zmM>hFyS5~%uK%06PKPEebUETwX}hV3b6kp6h-JqK3va2w`k6;>%?VfxMnDpx2GYWu
z+PC)ND<C*v35|eOYgs4$DVOM_1kh@fmlBp8d!PqAjH*J<%+4v1Si&KgzJeFdT`p#T
zad&t5KLqPc)o>%k>Biav>GjWRI`c8=xT1X4ZbHnQamR;@cJ)F~50l60EO|s&5Lw^H
z?Bb(0>I-K3#~b~M>}C}lI`I1g*u94XwFaxJm6ldFm$sm*ZGHnsI+SUdc+Mc9$#Rai
zSs<42j=eS}FDvN6BU7C#uWG;&MDQcDK}sY#4P{>nQ!qR}-ywGG+Gw6cO2^?&?&|sZ
z!F#|PP<u*sTw9MmppCuVGHW7fN1OR(@q(>W(q5LA6ZOkBA|8~uX8v*2XPyhW#Pvc-
zQb)1@4QHZsXNe^eJ}0*MBRfHtGxkbaTxI`{m~E<ctPfDfXrr|*<h`T*SWU3W-|;%<
zg}(sVv?XJBUZd3;WtEHW?8DeZ^f=iZ{j?xpn3{rc`U%LC6{}P`{w@78<R>D;vBQqH
zMbn{~XyYkXg($KK_j1CFO5Q*49J~Q8v=K7zDNGGE081l0?s-r#!&(Czi5cxUgV)m;
z=7Z>|ynSVDnCwUE(+!!K^G6;Jt>qmVYCyJwP+z%(xC=df+%hgFC#$SDkX~efi;}XI
zi2OzrE<D?0JKm(ga2fUW^KrGX-i*<<{?RQe;m<Esk$`f6a@>7B@!0p`!f#ma?k3~L
zyE@5ZOyc&AO09&eo<9r@S@jX;CHsCmEKopgy*Kqk_k%WgD}rg*VW>UAwI%1zDMv}P
z0@8!#v`NC%jLA6De8C3LhOY>lh&U&ZKB*z@>})hF0g}`QJ+*@Aj>t4qcbDe})cZ~}
zpi4|L3=R0Sshuz?bau@<bs#VHxNCH|uwbP$Demk>JH19QK&eR0diviopHW>wVZ}o8
z?Q-#;egCoH)QSoFO^MwU%dcy^(R_vj7tM!%x*!xDxc$Z~p{)6&!T{%SOh5KBTe+Y8
z&==!5n&*EYB=5y@icQ4q&GYl}S$tGAkhAz&i~3>u6cm_5ncp|&)Fd5%UtYRs<Bl8p
z^y=3%!@qI#3nBdX$*@`bL|@5)XD=;f@LiwuJfh|Q#>6H+D}6I{H12h$P`<<c9g5{P
z(1xMAmT>Mhh9gEU`a8v@=LA{A14aLlC&w8aeky3ufpZwazIJ!^fg1g&wGy2+X}9Eh
zR`l=YX6diZFN_Qgj+!A0Wi_`UM@0)UlKkQB@s^6q?1neW|6}X+?q3(6pU}5#*!bJH
z_FQxEW%!S=7YS<hWd5j*3RIuP2Avd}6MQ3BLOp1(OY8Zp=~q1^x_fFs(?`6ddUhV$
zgeoZN1L_~HW$JRQX!EDw`~5m^-!#)`PCVONUGp_Sb?te&D8)<syP3#27Y+@3uZo8n
z@7=J)rxRROeDVTFV6W7jW22I@XQ|zcS+?Irf6wR`BWXU`Y9WY%1e*-CDU;+h#0I_o
z7LJt$%2q%`%<<1RV=Yab?IZ(SShqF0JM6Oc-;qfs<G${(kdzf@Zeg=QBTRHWz&#^m
zABjnUy`MJezSB>qDad9NnVpOytkHI~F<{8D8!zzpP&o-|8>9_@hrFNMBT;#qMTy0B
z@!hlQn0JAJPzC(L^UvIiaY)3gyB2;lE{5kY`XkPdSislFTibh>E;h=ZpIpa8e71zV
zy5YYW@o<FA8`gVrpxhW@o6XK2LW=GH`qcCEcMD9v1|l_P9@Edvdbeofk?;SpwFPXF
z6jQ*5i4rn=tgRXOt&ZLlwGl=#?tzwmFu>MZSAVq>c9(+}l1KB1Ue_v^eSQAt&FdY}
z`0ew(`^R6?z%X>@_PuP9H}<lD$P{K!?`2-!$FBqhL@?%dq*O$mpl5SbYx=iBB#=7J
z*e8%E{PpLeS+MkD%Zt=f_wL{~6$H7~Pu4XQi_(SlcLvOS<Tz+w^Hk#_J^ND)&lCR&
zGx|M5h1w_u{~t}~8P;U>MSEv-#<9UDB1+3BO{ERe6apC=p$JiWj})bg^iIYChzJ=#
zKw6^GYotq!^iJrZhZ;(N5JG4v-oyXi`^gVJ4=wL|_St){^;>?TS`Db_&OJ`xGhiSX
zT4n;O--cX`R{ix~)c}@6>-zDXyMsVPWg_Mw^hNm)mwx?Mh3#n+$kVhCjbsI_9KYAp
z7sSk+)x7yvPmXcN;r$;Z?kCXdMQzIa>bdz6UHR2s$b*=P>qF0i_Fb<%qPZBkQqBV-
z%ZQc%{ANNI9Sk(3DEt+=7epQu+HgBMoBljzV0BY4LdEZIDs_+-oYd_|zRoYDCZI53
zM58YNJ!`_vqV%0rtm=Nj(O_l91o-s^avmMkCB7C@sd+#JI$CfKr=$B|@3A~N!^NVn
zPjXb&n{138c#Ia=k!w?vWu6`RbxaC$MZFA@y>y2{2Panz^K6EOchP741L5Eq^s`J5
z_cO=_uvz3;4Ge%4<5V)yVCK7uKISj4Ppps(QEB7G?=7N1kduCvufzKy#=|d%)mykZ
z--KB=@tJ_X5S6aD+{ULLlNih7;KZ9{tsR?+8-ZtTXU6vwuT=#2-pOrR?&kbWb4`lt
z6a;pGy1)v{<nrYX|7kX}XVBzLWNT&gH7~lZwa$wS1&v^W;Vl3c1epcmX1e4;Q_v3l
zd!xSh|3U|60BM-`QS@#rW#(#3-;5TtYveC=?@^AJr4}GNobGz;X#!8O;Gd7&sdrxE
z%uh3}%m^r>FhG~Slwy)<Z0!4J`zBczycb+iEhHXkSJ6QQbcD)>(Sd)MWIP6fffx7O
z^7pTX+=!XKVwjFE#=xzz_pvR)R}&E%>2`gnSp*~0DwynUHR8vq;cu%eXj+z=*Etha
z33|?IvpJ7H5q1k+j}+Flw>gz}e({jHgnrR{i<qBq!^ORaE}@UP;#roAHIR%$e}g??
zA8urYYcZFe?Cu9}=sPg&U^N<P77-SDetfmY=*`p`pK*|^!Z;7xo-w|$HC#V~>|v`O
z$2|LFeq+=ejQgfZ_Mujklnuge5o<Sft|B0P4zVeI=>JIY=Dkt%(@9XDYKrhFu$i`a
z$RB|5b~@@E$YoO5SlBH%{%yO_Ytpt__~bk(Jm*dKs1)W3gcCp{5W*<~Ni|e<Af|A?
zncF}U2TUokiaQ~GO@T$kSeN<hZpDyII5;>9aV94titf6wUj&Xxjob1P!N7wWD!kSH
zK7M`AiAe!r5JDkVXI-#IC*R?FPxZR3(1P7Fe=OAM#u@u#gLj;Yxc@=$s<tjQ{`OGC
zGw9QBa9EJz3x)(;W^r7|a%-wN$9nlL7uv~<KI-H0)QOF2dU!|sSxZVAL{7BO?%fZ<
zM(71T(HNvrUCF~ZM0|H4?Nk2cTysgfic=aVHM>0zK?XUn^zFJbj3088WAm5_{+J5W
zO3FviymhwfIVq)+2+E9xAyE#SF{xf4o3uQ7MYg;koOn1A_OQzvorQYdEqnk{Qa-U7
zOjV)|H^`!a*{SCW`{B$(rYrUwR9BJhcSrKYGv^gsn_aN|TPE)ZJayPaSp@D$JICBr
zm@Lv-3|L0V)Zq(kJ!k_Q<d*7L8vecd1#}CCe-x@tqsI7KNs{G;9d0oFhB&{f<V5(_
zxRq_A=G@mIxzqkXkLg#_lyDxuzY=QOcXK=Jv?4^^u+4*WcjueeqdE@Wn;pmL6AoDj
zBH?WCxh-5oxsIx)!tKz$$g;giD{uejPr!}>c_2r*dEQ(kVn333lch#0Ds)nNZwBOr
z1Rd|fk}H<qsM9FojCrFMMjy!2PyYL*Vta6Vxd&A(=3&w;IfN<YG;CjebyUB&{HFou
z)oelfr12Zme&}770QWOg9i5#6(Y%(YfH(P!c(`e2avWST1a+{lg;gs{Y2q0Rx=Kw#
z@}2D7tc(MU1uzbT1SD)3ZVLoGV+Z4==Dn@d5WN65JldeL|17s%bcOE3hg2&E-^XOg
z9{m1&S2rCwp`qy?#G(@<?A{E8-k_-3ks4|#_Mbwdz$E@wXldUzVP0%;w7~(xdFIdX
z4Ahz+5oaJ~_P(JqM8(LKmwKx|j~y?{_&5-g$Q#o)F=>gy1T7c8TT)OBMUgM5i8Pb!
z!;}f$oM*m<jW$k_li;h$J9~OKfbf@{AeX*8<Qec4lUEH|Zew0$@2A6-!$QK5?{K#_
z4gykcZaLVvE&KuGtY#&W#Af5-te?lux@P_EYT-XI=+5vooYH8mdZ+LHeaDjPHNgVB
z6Xsr*0)Iyrq6*kcf<FSY(RuCw{GMA<4pIpE7)9~79EagWk2<gasxtiR|DulJg+s^h
zT`8~!W3_sxCclewc4%U`zoMjMlujl*ddRL_0_gqM8s*JR;0v&gCtFI?9~0#miT(xD
zdH`v8d$7Te5B_oQZ-z{;!!r1$<io`*z2%Ic#0$%)4qCmuXN$Z9kk2B@JFvA!@5Mg?
zmpTPFGyt(a78-sHu7IpP5G}r69(OU`9xOe7t<i;~E_Djs4CLkOa(1e5-Ae-ZdTeNd
zrkCJI!F2$H=Kc``trk{U&C%_}T#^9$g|vYk|BbKF=OtHOetI6esB)NoPxNI`pd9*Y
zN369|!OaR?{S$x;`Gw1NvRdLWWj##ta)lQchkX@<$6F@2Nb(P52fzTkAHe^X0(hOR
zFkvcz5LK{guz(UU-yN*mUqHC+7E$kze`WxkMGxjX`CwN~*aDLF|2j44rn_q1HZO~%
zmRbN}!!Id*s#}6!y?Db+*mu3e#zC}KFY6v?)8c_+i>cEtLd5ESS^2-k@LVT%67&5c
zc}dl2Ky9IUMi~CR?DZdzjSIn%Lb8tI25~vnhhMf%&Pn6K6<k6bp6Kqyvw#o}7bMfD
zA_H!xNckm?PpwA62Zhd0juP%zyz9o;n<eBS6Nhe&63sB_Rwus}vxe@hbyw*6RxPua
zDnUT1MHLsj#)LWnZb3ldShwF%`E$CV^n1`0kWT;{=|84~pcDWVo$5Dy?;dbB^+s>N
z<5&%gsnO0~de_YJ?_nu7NB)k7a<|P~jdRS@Tr9E^xLo;C`100H(jF#w)%v;WrQ9D|
zH=pz$Ml|EOpC&!PW7delK}z=<8hEax-5#;TAt@aPb*>+kIh9aYODJE&y_#{LEBOo~
z9e@d-*@u$H18brFIr>p!JKQH6m20L<c;EtT%!vaEp`~rRRJ}|p`q90~!(ptUciFH=
zNey;=#*bB1?0oUr6Dt?HoBOvl;Q#Hv-%y}XvSK#GKLAt|F0=V@aGrc4poMh}B1dN&
z_{5r~Dt%2p4@EX!R_NZH5g97n;B<S(FjAZPvU7L;F5kJuxH7scTi%vh1XR)%25++0
z_mnYKGNI4dq2lZorAmIKPl;t2ZFGRhzSG*JTV`qRuKSR;?ThW6@oH}0stwB%&f-=0
zwy{w?Klr2Vf7>8oFg)b^GUQFVbq6P_h`O`u&L$;d8?Ec5PLP4aOC9@LQlm7gh(-9)
za3OSLg8IhQ%~ce;K`Ub=mVsVX0VlwlX!z!Zs>oO)xhzW-bx7)9pW0I15SYdDWMfi5
zT848H((_CeI4P`=irQ-2xfxjfsycua-B$llNjvvmA=H{63&fyS<rHQJ;fa=fW<<+>
zqDYD)p>;mA*zwED)RuQNFeT}$yyo>!j5WOl80Lv#<^~8m!)Lvy-Gpdp*Gvr8#WjI?
zy@dzEpDU|k8aCg*&cqjIbMYxDA}_<eTz1VQJNoG6xIJEB4hB&&^ibO(VMiCza%zd>
zR0gcz%@T8K!zh#%b(LIGCa9~WKenS8tei`lJlG>nF5-&vVuuR2eLzVGXg=BHvg&J6
zqMUT5;X>W%fDlV*ghwcn?9*0SkzD3>mg5?aCs>madU%NjysSJXWBE?KHpd%vjXOTX
z!;X^gRmQ30RkY)xYu83}2XHh=)K1Iqbq(d0ejZCYNFPq`@ps*jq6Y7bTc6lUupn(K
zrXdhR!MewPNWb{JigXX3ud>iWArEdWGk@)_FTias1P<0a`xlv6_q3->=#DJSZqeV=
z%J07QyCF&n<(_T>BiefY|Kjg%aKmV?ovKv0zGScaea9|tQyP1hH?}aHDD&+5mL2;U
z^ROnj<E?>)p+YnTVZB)4-lRWK-7qTgce5*xn{!*oadd~+$VNI=mi2%gQ?ASNplnoK
zkf2l`!Kwrwtto>tg0r>|y!|06jt|Y)$H>ib|7(4dcBvi`vCvO0OWI$oMKF9iZ!(5z
z+1zQ(11)oF=91fLuy$;jaLHEJsG9K@I~%s3*#54~`0IvR0~}{^+~jx>UX~uxhrHL%
zK>i6EmvRGK#{-{s{*i)uMdpVu#$fa1-aD)Nya@>w;69}X0G@TKrdfgT8Ok$v9ioZe
zcp17~?^=6$6$H%h{@w2+z?X9Nl6&cG%8ch@l{;5jDHCd>1kwMrz=opr&qas6!<qVd
z*jXzr*e9xcLygmOu)ic82!4!zv<baJi&1TfxwFh(3LGxE>Bv|$ELB^0K<nX?g%GTq
z^Oe<_n<sX>0#J2DhQ%i<{R4j<>jUL&<q@~#(DMU3Mv=ks+%S&zw7in39%%if;y%~@
z_KU5`@ZG)Z$ABNg?U=KLF3|G%{Uu{FQ(pZK4HY@_`%s<D+{S(Q@KbnIGK@M&#J<m7
zjLEH)-;$lr`Ip)t<WDl(VsEQxpc^22k}c`Vmx4Z-M~d`uh87Rv^p{kNAx<PFL3Z;=
z7oUviz{YsP>rF=sXZ`!kDg<yf!L+1{?ND++2+uPhC9<9bEK$FQrH75MhhJ)7sh#>e
z_QS!shi^cq_w+$k`Ye0N_eq2t{d-NH)S(@GV4>o@!UHfvd20fFKd6G9Zc13o%*#l)
zmNw)La<g?s&hvVhHVOClm*Jmz4~Bi<sV0!to_y7!6NP1Y*Q4XA7dcmH;sikQo7XE-
zT^&;QqM5v}48YeFn;E(SSF$>MKbFQTbuB&^l$B!b{B~DwKv@xE>C}!me6J`^2Nb*e
z>6efCJZ5*NxI1t|n3QOr66AGw`K^rksBSbq{lk|$3J}ZL`=M=3l0jh`$_|kOTcLlj
z4q$n19iklpR!%$O=+B+5B^_9`N7Lg)cUD3Mn9$(soUs~oOJFPRP$h&QCrNC4I%0&P
z<k6EcH-^B#YA<ZD->k7j9e`32bj7~R-gLvN?bBP4l)s`W@9Pet7laMS^~T`C2if%p
zER7punI3z}siZ}m7>AZBBDCpjR)Y2NGW`YwI{<_ZFxjo&ZjtK>lu7{i{kQjCmi-PQ
z0K+Z++>#hOlKCV8mA`JL9ys#XQDb~{oGgBr^tiRGXAVB%j>4PPY+O+ak(@>RF0l#o
zK&C%W{+Q#POg2oa36zbQ9|@Mcgq3>v2qRb@lIW=g_JT?whYLSuLo29igkE}&L5?h?
zW2H`FRu^JWQKnM-aW5$e3E-!RKD*-@W=Hp3ivvvbSzhS<F$!!>cqmxRy%6>6ZW)RM
zKv1I<Tls0|&&_R^BO*u;_7W?YUU+Gcf{56QQ{Q{QS<=wb;1vb!cM;*Fa+CJQa!#eX
zUO0P`90w=8KU|J@5)(lnzD-dTu=rS2nWU=jjZ^WcEm^v!9GeY{oZhIjX3l>)&7A*M
zJt7ltH$9z`3^wA`)`>i)$rb9UziBD51JYm-(7WO|4}UN&I61?yL~ZxgIL}>B>oOe9
ztL!t^)oQ7J?cjf&qy3~gC&L^gm`CqxF0OET9!c`0&gO?-dC(MdDyO8!LmupsUJ=cM
z-%&@CbKHJw&0{`-x^h$^N8j!^rc~IdT?-`qn+W@JZ6F$H?I^)HB@sxYc`xv~IC>Q}
zWM7?u5$8i+@5AP)tiN7btV|^4A10&(qeap5cI$_($|L6)-tyu{+=PKd(uJJ@riBYd
zU@^!K$eQa^hC|B<p5eDv0IJu^PT@(NADBOGsa&_cs@82ZF0}mqGh!xyff0YKWcnsG
zwQV4SGrw^G%xGRTgcfP#zZ<s|P?LW^%&D#bXD{`d$=KY*<wxU2)wHBG!o+LXNf*Ar
zo2u#eAV8q3#1l@NG822(fZe6$B)w=)h#`dLZ=CyiY_1M%xPOxQta%|<nsqA)|9oU<
zUlgb3E<cx>t2?76j0r_lS0YoSnzeuhhkLOW@^VG}4oy%lbeqyw6}Z;4>~mdG=a9v%
z?=2MqnLG38h4=Sm2hz)*$5e?cf@<$_(4#uYeXz#6IP_?E#9i9$b8rf!*GuKHw(i5w
z5Mr!?SWiG^r~0=U`}6o@)&&!=wo}NT;FKTus`8fz7uXcmK~_Cg*K^Wr$}Y?PJm%2h
zEz~E>S5t=V@fTXaz4NBaxPc^z`2LE%W?jF!MCEa2&F(iJ5#`M^y06-=0**s$`$(kI
z+iquL6C`ooqc7_{H9#m87-8WtH8bje0(ijr^`6@FpdfI_RHMQD!xTCSA+r7slJ8^4
zUfZ6Ze-KCyNm7>_$5ZZoE%e7m7Zu~w{gq&`^vnw(ost9`%qD7A=WuXY%()T@{+jp?
zBqQ33>bZj*(l<+|4ve<|4A1hRJ{wQxry3m`9Gp25wT!L{xq1%saYG2)upDDy#C4o)
z`HF>m&t?;Wn?RNA>8449E0B0r{rKH>m<!<9OiUoW%ev1qL|1Il#>jtJ3Y2Kp<!<JK
zj2r)b4UBfSha3*O{Dalb!Vo?5hCIDU>^vfTOGOJxr^c##=i$O4760xOtbcohdvgHh
zXQ_2F=yaNt!Kic<XS*a%HDx=kcG5k{E-QfX*O(^;v{7g8qFi3a-DU9-lx88un)|R8
zCB7NnQG0*o%peM}(bnSL;*y$IBStzP4n`tY=oPrGs26TIL@xh41}BLHDlB=Q1c{HM
zdu;4p!o(-Y1IHxhC=65ah--VojZymC6|{Kqa?jppWH<g}DrxYmGKlT!|ApoK%Qf}3
z!Uf6Fb8kZ^RxeGC%Wx(GL4(j|I2>C+=tE7)&n~mXtogpv)KkGMhbLNE8J`4Bv<r2Q
zj8x_OzdXqdRm@lqfD#zkcA=MJyE2+dw?csWK}v*0JBTbTQ>eBfgTu&A>=!QvPiQA9
z;N&LdH725f&rZJ?9<N^$Ee&H&-~5k!$HheRFylw)vDiy9S{G_o9(y@NM7A7l+lqvw
zzeYoA4sTvo0-fAMy2R$3HdW`pWzB4A&3DRhLtEY-k=hB8{9O-<X<6>lXU(f4P#~ii
z6g)BW&Lq9$#ZaIaa{>#tMWehU#n?*l-aL+1BT|A&iSt@geYvw9904e;QkTwKYAq85
z^QSRrMRXtV?(l$QSk1rEDFtW3%kDTESJTy&m{WCF7*%pQS`|dJ>o5BH4npzZHf^S@
zFP?^YytNy-tOMyRtrn9X$T_~seR|)$^M7L>7q#n>5KTuFXsDsPD5|c|Z2Y9%3OZc<
zcWi6T3^ogl)e1=T(J{@MxZCpD1?M1?4z^*xw+{03%4ncb{>w-@evh*L?PK+&oHoNe
zMzSE}1M6PmOU>9$W>;TfVWj2(tVIQvE`_bbi5D4yjGAN;s3wImb*JPV(<Z0d&6M1D
zK)6KXH@QuB^}x=fe<c5uBiC(^AOCJ~q;oii1IaAMauk=Gp57wkzy7e9aek7M%<Qre
zc{9qWkCGtV{eYGj#)(!Z7Dw%#(YMmU#BS|1^UPRT;A4@}X$y%Y;{B77Sc_KY8u4Th
z<&n-=3U#|#+B&=x1i6~F@a5g-B`YtThG~;$Zc(J)T*>=M3v91{XgXPo<{AlVBk3Q|
zWKnMRjy4<l#?x8e4~$NJwRY&Rzks<`7IT#jubhUsAxd^|r}u4L)MRue7l$FJ^ph+)
zXDOs-MT`phJeO;Il7Kpo)I*)`Tmt1YH^QC-M0XCi3UfAb6uSh2C&>o`v@_P}G8JkM
zm+2W5a81-|R=_wH_qYPSI43>Q1m0tAI0-N?IaEoC$KN&T4m=2hFPMRON7icmGUxPs
zm|h1tnvdtxu=mOsp1Rj*wL=*f`ndM};`*qIzi8=e1q77<A&r|4r<3H>ZW}I3PK`~Q
zPl`>&Zd8#<i!YFERFwbzm4%~M!m6!g+&(T^L<z(SgWzDkyfUG#kWZ7M;FYq`Psr(c
zv$p20;p$lV-)fn9K|Z1M501Cy%m*Xqk-zeW;2Ao<W)>f*Cdjx3G3O-tsgOiJ9ly{7
zB0@9=Sc5tbGZYj^QK2^m|B5?frEee27A`CL&mgrHNt}_*FSA4JkIyre*?k4d%a%Uh
zU%ahCqFLv^8^z>=@NGyephdb<7@Ea=O&{H}I6sf=i!z-{fRh6-UfY3w?~6O%Zb6eW
z2#0qQzMK*9#+QYfeVbsCcPP)4W4UhI#%s{(2Ls+=t80Pi$t0o^apuXS9pzRE{WbA$
zip6H*f=#k1q$@t%^$-s9yzeQ%hBq1A8i7rDsZ$wHR)~6FL@z&gv?BWS+GybDtH9lf
ztOBZ*2<}T!V&OfHxSDGh)1DlvZlO4*Z>Yzf;CF91chl)DYMbH0Y(^%NXN2c(s0aV1
z6QH;{Jy{L#Ec5=CJtq%|oqI4_n1g$?J1td17uhu7Hf0Vtx3vh_o?<Dk<8q&;p^qxJ
z(OBDDa$HLvpzwJxGR9OJmk4xlA=n<Q?|fFQf<h)2_(?ggvQynfz1kv68=`JT3|F8=
zIrTl}ATj9YG55rI*ntC5)r1#16FLrdd(c{bQMlKx&VI)0KX`ib+qx1R5M#;*2QZno
zyvt1Wo*B!RuH#5)W9-PT%CpBfFPym(LNFzI;=TZzAjiVrDhrqPkxRI@sIvPnwr<2n
z;I<!&V~M5{2ldl$8jxFHgdMpAf6Zk^y}L&Bd-xE31gxIMEyrhW`G4}9MHSWJ49p*Y
zh!M8Ou5Tj)B98=(YK+CU_~zzMgAH*|$b5E5h|TANLxY|qVNZ7u!L^YUkUuu=2|DZ?
zyJh)+3UK@!#J7Yh4%eNU2lllZSNBC{rB0XpiKCnBUnnexsU;~GFT}VJ0>`mb*+H?e
z8AE+=%dFZ$wOC2Eq&!S#L{I3x0HjD0l1)kXg@yvQ-^L;Kq3n!-=FT5JZ&3`-ki+~J
zZSm1$k5Cv*EIZOAiy}WAa4TR&TT463<#*}r9}6rk8vOpij+1Of)MB{S&`}6O#!$=i
z(8-6u%BL;^4Aa<s6I0Cgj23CRDt#|2V4^e4+vcpzgf17OIJ;aCuI%MjLg{SDu=fm1
zh)9bwNqU#w7Q4ONiajni9W~t!p<ck9u^RMK)I6|g_S<$cPa3xZuC|6+Zq?dk$Wwm_
zefrm`_>dsEz+V_SuYIJWL94lSe3iiM0+9mQLAk$B_}vaw;1<~@&CX7aRy;a)f@(oe
zTl`pcEUzT@$y3Soy@Kby=P-<@Gw0X$zWmW&mTI>S3`Sh3qm|}yXjR$^^l$8<7M>sI
z7po;ezln*oO!(}IUdHXF?OXY6)y`{tIpJ|+vUu|In093xY}4e``V@Cyf(}-Vovom`
ztEN!wqU<@3tgSk%$&S7g73l@QJcageKC%BT8!TqrSa^K`r?^5e&L~y?yaj2_y=uDX
zFIoEG4m!Qf*a`c{@eu0k0T*;a-hcBs9vV2P!ae<!Sa2ubk*vL>95O;4F6y7Y%Im?%
z(ZiN2i203G;1oZ^gGQ3{RTL<%zkj&@Xj&430G8NwI#9A?nU$5M%P-@3{jm<9YAhw_
zV4_tVI#GW%T)k`K?jb_3WY~{S@;e;~SuSwIrq`<Y{=BOWnEg&xpB~AU%N4E%6H)&3
zP}-3h&0I_5Rl&!(h(1SfYcTIC`jD=QiTu1GLlq#3E_x3|?ns0~mGRvu8IbGKkjDK*
zLFo4fuhkOXs216cDflD1qJ@-4rDW}Pns<G+PJqo2(7m&FAgf78uO3`R*S9=8rDuQL
zT5-XfgTFteSPKH@ABrZd&*!XPia2*WNMs2nNFh1Zd}l9jQhHl-?%M+hq@whZHyM}S
zV&s&P`O;5Wv1x4n*}+KE^8sKFcDeLpY4b(sQCTHd1JBRLe?h9)zw$HNV0}pLIz~u2
z%CA}dc6m>E$CL}EKdJ;`EqX))8nW^NfR*gcl`Ejx&E_b8?jlib8;+pZ@~Q&;_-QE5
z$uVibU1~qNhaPOI%K%rWh-1GD%e(aFv9ORYjwG8PY^5H0w{sV){Wo2UU2D(jWyK+}
z$p;bVs}~0jD}L+cBfcOM&8#1s`G?jXsm@QiL^{tBC^}F{!T;B<mpb?W)evVgwUm$(
zk#x=2g>#C22PyNIQ*xKCQ#n1l$tF~Xo?#j5q8{qrH*OfuZFHq7Cs`**4ZcXrkR~1+
zLNaFMEQhIVA9d({)&l;rlW$;V;KMW`kx!56<qKdz?cGa)Zoc_?-JD+*=SyOE71T9G
zW!x)@_)jto*jQ9wTnL-7vvXAtn%r()KhS5^u2{2`%CnEDk$9qG*H)woe$V%r{ZbX0
zvx7d}(b^<iSM2kyncIH6_JQh+@(?4Ul)G3N^Biux?z=CHz$sbF2ruOuk@1Q|L1pN7
z>1r=lax#=M&fF@GcTU36=&GYzS&-70>~+ic+oP?%nyHJ02ZHH636h@>`CpB@!g`H`
z=gp!K*7Y&%+EoFf@%tC5OntNk2UT*PLJTTL)rI$Sm@3NN0XYafxO(7Z!rdcwi@DvC
zCmBu#@Ef`Q+Pm$Vahq#x<SRp*Krz3;R{C&hAdefDUR#S*?ZMEx_GY@Vyqf~kBvIkD
z^P<o42zN^A--@4J>=dA-DV1-l2edy3w>`_;JL7Xahs14RXu0K-<R}v{N#deDSK57P
zji)M^ELAt~GmuwTZ3;9_e)p&Dnhvr&W~-rgS<V)UXo;R}3aP7v`^-5dK)jc0ZK78n
zFmqXaH1)J9o`axD)Ner__rv4jqWV)lPT5K{!y+bP%4m>gb-_`obm<pVkr+3M)s<|U
za8o}hcpTL!)xGAKHxUUhP)4L<t_toaR(wMtCFPoK1L_Ew2Kk6GsfHpyL09}K-;ks)
z8`t4y5T6d?ATmpPSwSPtIcD&~vGPrWQT3oZA~6}zB8D?`fK#E-X}P#g6)B^OY%6y#
z=>Agn*N41`jB2MVd&;tIOt93$rM3oHN+TVyi>|SP@@fQ9JZHj0;{wVWT#}JVwo8xb
z_;(G$7}`SYUjdb<y!d^Qz=PoJj34!|qWYjuUCFbD+(#r0+5?OPQBfcXt%(qyI7M2F
zDR}E)<n>#y3#Wc_bRDhAR6lZfy$(5L^E}a4V0mVb2j3|avR57^;i}Bo!^A*ND!5vX
z-Q7jXFKT;!EwB;97j-4!MV3*#7I*U-^PNoG%QlcAo#6B!k}nH3&e2}LMhP8DJ>RrF
z@Qk6Jg9WQC!<3u|#dE?8VV6&P%|J}4J$XgjkS56op*%qI$Xbu`p+=W`A%6s0_{>7i
zy9l2cUG}%HOnn9fE}JIA5ga2>2f|f*I77fMhWu_t?M?twA*>e&8Py?F!={dgMJod>
z)k3i*v5VM>@H*HW!V)UKj@S7Z<Sxr(Onl8IDzyu{9@ykCN)CwG<1Fj_Qg5c&vR~C3
zD)78yoh_Af%M1=zGLln6^yA;+C;r|yK$MIiIpQgPo6o^HmOwD!$`h(~m4KrtUei2#
z{cy1J%N$t$n$~|XvN&&?-I1gC7Dex?>l~~ug{SUUHJ_g`wUkK0hj{b}W)Hy05-rlg
zDDM5&@a<h82IDe+TKC5VHS`?%on4Bg|BUwGO}!O|3E>NM2O>cG{NM2v0=F}A?TF~~
z`1pi^4tteTn({R8Vc5}r^7!X)=d1E*{qSk4|9)+?ioO^1i!dQD-00o3<fTg@UoQXV
z`tMj}2*rG8_@l#`@#K75x~AngfYw*;HGOB<Yz-NXx;`ZpI^NhF3&tNfV%x2iZenHH
zUkHEM2iXjSz{SksKxL_rlJgC4&gtwZvdsM>Pw`G)spB2=s{9=F-}Be1Vi$_fDqZRP
zWYjVZoD!gX4rruGu5OKip46x)ubNqIzG?i5@P}!ZXe}iUgfPn)pV010kmS-A^NZo1
zF$e2K>~O{PIW5WXBEx|Sl^4sgz{af#(AGy#8nx5j1S|_Nj}jAQv%O5xW4bN}K}1*&
z_oIZ~nh1bYd*gPyXwZ{Jq5zV{BI+GzO7j!>d-}3;u<|p=I+6znnb+u`=c|^cDGfg2
z*e4VugvZV}9;)^(aW+d6Eco-?fG{6_x+7MDDcR$?2JB5D&HSRFhE7Xa_Twu<=E99%
zowUlB37KM>{Er8O_qI@t^8Tr<DWMpHkaG9>UMaDY`hmj6cHphvf$8gCR+v-`5-=Qh
z|J7BSX}S{p9*SyLA;q6~7iS{oWI7I!*pJsI9krtZ0tV?Q>xUWbR4R1U9(Rq4U|?_8
z!=xl9KI>KLYJEkRu^g2uORBC8Y<(4>xCkKCU;g@=Tvrr#T$+0GJy<hN_5fBX4#-Y2
zJVS7Dy`;5T9_rAp374K7;Yes2SK^Z;cRP*MN44^{lkQ1TAw<*|rX*ImOE7(wX}@2!
z`MSY&ec(ig<O?4US3M^Kve8)s3k@Z}iyqT4w4~P5CnVXT;=b#P&$*Av!Lz>ABIG2?
zqzd%Q-DD|VXLSX|LLh5Wurj|N)7r%4E#9xFq1%gb4H+l@^?Bx}yoaYlBbx8{_<^Zn
z6)M?U_BE*6x2pbh#9Rp<hb)GmC8!tbTs4F<Im#%?@J90@4a5jEo`Ho!xG)o{R?3=H
z4>-3e7%1$l1^Ht-2gQnAVQZWME+B#`vEj16IPBIhbLVbrV0WlU<us{o+0iuYOdY;w
z^vWd**)=3NATetz=La8*E^dlvdxh5(LjHU{;A>>T#CI6oc9%(F$kL(9#`}=18TW&D
zS6lE-zf0Jd+s{zR5vTzx%vso?r>(z<47m93;txbVj-VU};ac1n4u6;=j=L?OU9moA
z4zhi#<z<`IA0R;zNe*6GfQ7@(?7Yjt`~l4!V%IRG%HGL8di2p6?{@%Ej%*szJRs>K
zBCc|D@(MPb5VvxRiHiX;Z)H4)fA33AF4m;fUms~N#>S>Z$wLrZ7Ff)o^N4Xf>L%;l
z*UU=wfA?>Eb((m#9ypVJ4GKI5qcBoTgUg+E;>YUeg&cU!+bJfck#l*=w`w<vdJR&p
zwa4n3jn-+NQ5(}YfPV@daI*XA4>3UN4Xl&DKip=uYY&|>q1^769!Ksd_Bcs^zJ`^S
z*tB-Jg|1bG+A>+yb2d!C7a@{9-qH3Y%1e4&EnI73Mon}H2w6;8QT{wYpXnBaZ4W*3
zY~5DlQW+a}V~4^=NN0Z@dtT0IDW?&mmfjQYqSF70ulJazjJzK1<~BB+NGz&iO!l|Z
z7|U<#l;^u2Z1rw3y_qX$Yxyrw?LeXN7-5X?88Fwpzj35(p~F$f#_JPi4ul~Xl>?Ud
z!F2K@m$^1gU5)m<DllcF=RbTW%SnUltq?58i%fqM;@>@uOiGF!1{pio>S&~JV41TC
z7+iwA{$PFn-lYaCF_~WOq3Cfr;f8E?33Gb(WI3lBxDdTHcMYFz?SR=qGE<uWBJHw0
zmXSy02b1XZOZyT`#^$sA!Ur`RYcPY@RaBIfyGAiz*xG+j8r<fEy__F(i<^STGz3EG
zlIt}bt<5F?2lPMYCWM;hYxk0~%vikX+FkZdw`9V7`vn*gbZaj++cR?SFR=IyQi5F4
zuMTD=h`tV(11Zlne^0?I_+-&rNV0@_P7<kED7`or>jk(e(Xdh2o@8rQMEJ=$4qkoP
z)oF}S7oxG<Hy{##Q9w+AS_`E_@L3o6ZF0g(qCcqqJoaaOMVfDtM~#;CbN3d-()|$Q
z$-@A30^aLujPON*WZkzK9b5%LAPWp8wmL!e(%zp^*Nx0le(!=p=>0tQrThKI^GR;X
zlQPABHAF*uF-NN!HAzxNvhJ`pk~kYYt*H=vhH2{Wz&T$8e?$vUQ9`J)6PD2&bCf6k
zUejPsWRAl(gVrE5g8IG-E$2xY6SCWa-VU92=g8z&Knl92$9CsO-r=3FkuP2N;o&>D
z4ZiSRQXdllD}?J=#UDz}9MYjs??JHK!fv73`jO?nDn{G)MNtyTM-~Qv;P=^3sf;B*
zPWT*hH_Ja>Z?K{srj0g3RO&II-@$vEW%sE82)3*>ygg1mI<(VG4XJbAqcr9ZChsVu
zcgNo^fwmm<+C=9Nz_UN$Ob(jLXl<xVDNl=j@ocJ&PpQGm?zH6>uQ}8N&ksJLq<E2C
zjw)z4)I_v58V$U&yiQjX2UpGZ+J@ZZ+!l?04*tsod0)@D?THgM(Eqr#PHGTp#-!|S
z_KQ_h04yhhyu}4Nzzo*N#g%NNoMYC)fxcnpiL&hgHN^<i?Y~%jIzg&8_KWhTC~L3c
zZ-v#)juzJL@9U?y6m9t!%Zs*iFC+BPz1w?4Z*zNv7ZQCHBfMVXub4)+I!G0^Kcbn&
zPfb3bN%RV4)cElzi0jgf^DJAz=saC`kkhn1xOQ%r-n0cp(FcUT(+ZMN)^H<<JXR;m
zbqi>^xEikemo>=>cL!M{`J*Ur*j?LCtIa6-4#`bSfxU!pLsItxB#ts_4GHVq@IjGM
zuw*S>7rr9yFCSa8`7VKEoKp%{_^R(P-5O9KcXoa0Tkglz=85C|-!|V>4D{Mv-1PE0
zjJt=YNcOha@;_g-+=l(RAI5W}A1cisC+Q^vfmb9;?;XI<RRhL**inCcKJ;3n4Q~tD
zH=$#h@MWqT(BdTkr^OU-T1KhCKI8ZQ$o3d50D{`?PBL8-qs_35{jsKG5O(y6sjPkY
zkXk+Em?Cmi<LeINR8|YhNPr&uHnp2Q9Y8MtK7CyU0H8yj4KC?Oy=kG6pa2r-vqWJc
zjb=*D2{EO8&GtavJ3V3$x&nU?8o}vpILB%4FNVTZP?=W2u_god<%ZKFM)mfc3im)T
z;GOY_!it{~u21?3{TPf}=(X#^Ah3Hri}Mb7rRpxUbDX_#vdOEPX{{M=Qk<7kOG@Qu
z+~Z20eez3Ej5-cVe4&|x?9ux5PHpO8`M=F6^r~d@%-=1hhA$eVY#)WzUG`H3*RHhz
z5DPN|U^;}(E_?L^+!~Tb$pVNCMlWC@7eC&u%g)Ma1UVr!u_ULt?j(>@mXI#xrn+KF
z;ol{dky>@y#yAl031@kCD~7276jCSAVE}Rt2JW<ij@#`aKKv-6TEezj<&6cREMusD
zrD?c&H~h`4n(^hLSqyB(Br>c!KnNU^J?jMqANS5dnw=b6N_9EULewuP466;>81TNq
zkn%n!5{(IfG;T56<Yll2*NeWghBwHq96ZXWcv5nd6KzHN;Nfz=G`QO?essrQVKPAY
zkKLnS*#@{$y6c%e6hhXTT%OzI08x;eF%5_ZJAmTT-_!J9^K96xuaJtj9a|n-T^7^S
zrGt~*3zEG3aL(_peio?2kLcCq1+_`^<ySwC`7>EHG$;Gu0U*!j-WOMtd;-dO1e9-q
z(1Pb;DGmhJ8`#v>Ag0=_$vTbnmJ!Ri+8qXmMkaqs`4iL*Z0v!=0_?q?%Jy`dD7zU<
zcSA{ui?U~j)`At*hI7~bvsycoDQkbNJu#L^IHjfu1{`<tALr^v-ZN2cV7px&-Z&7@
zka(EkoYMN5+;->)XL4KKp12)Yy8kE(IbP456)MCsq~YI6ErQlxe;I)|umNThRjDwY
zo7(NZkXueJV48P>Cb9dD<{r%%uubfA&xVmcpo9YNgg!hSx|2?dEvHME0m!9)H%a}A
zlqZ6FbFf~E8I`#Fn|9Uk*UAf5f?FOvrdSCwJUkqT$g;4#h}q!`F!YHmvf&VFLZ}|F
zEt7=E7SFOUqYvY&$cmg6HCYok$tLUHN5JBcYeIq=hMOXpOWDh*q+jlFlX82wZnC^I
zEz{na!u_WB#S+t~MHZaJ1SnBlLOvWaeTQ<VKbjo!Y^$<q`uTRSZU{Ry<7)^gPJU#Q
zuK8<O5~5ynv~6@NJM{OecLsCm<O~nHEGXIoHWdpCAR7(Vou8rYJfq1HSWz>4`<^K;
z3fzm#pdG99EPt~G8~uyZ%2g~m|KM}t2Ve2>YxO+yd@<`1RWWy16n}MKsO;9>`eu5V
zH1PA7`GN4J&~WIQdi%cJ!p~!n`n15Jy$B%Ex2AG3Py~LH{@GQ#Rn!yJmHGNFJ4@IP
z>ppMM-62T=>i#qJ{GUDqA~~I-3@M8McXfi=1!d;8mUTEEH#JPd63^+Xi~<eu1lUys
z;5O&j0lz7oVyAkYc(JWIg@PnoJ2wyHoyp^z{r(TZqT5QCCc!5FE;BK8il6j<3|GMb
ztD|#IWkF-5>3aqGNkjUED0`YfiYefZz+7dvZTcFkV87jUJK@nlh+o8IG|%Ndw%%s-
zSOp22;O^Vyxu^v5S-?v7)&pR>f%~pQ+;F+}8{kRZ#_6>s1Pm%dE!@5|L_3_so*msn
zwU_@q)_x7;#qMJE^v-?T=RJXkk>Rn%30h^#FrG{=9f1jIxF&3P3VvjR*oKlHXTZD;
z#|9sh;W5D;TM;Y?(wU0e4q%ZV8CIye*UsX?s;C83i_73@#fCWN2oPR)$^O3_DQr{C
z(!8?_wPaTXH1cfc+kY(lmHs;1mJH5`?c46}z+97od}rRnXMz+9%MVcM2c<-N@0<U1
zo2%Jm|44e7&RkWCF8oJe$EfsrSWo1hNc^U;f1yNOp@(wkIqrJS#o+t<S~PLkIrRBS
z<+q%hP6TGU9&CSmgv5+Pd5|_u5<cv^`p1-o-KV-q>JM9+E|i0}ziem`CC_Bg6lt<)
z%pPbl!LU+u<~oo&m!Uu@tLIhs7mm15!W}LxgBpcx0t|Ngb$xw#vMB15X)|Bai6C_p
zBhFaS>3W1*$<JedJWmL)Squ=^;4D)?T(5(%WvZa*yX_3{aYo@w(YwVNxh|Ls<;>rj
zP~F_KaS2e1F*>Jo)*t`&3k~*05wVUsKi2E^5)GCF>Wc|Gmmld=ufQ*nLp<i9-GuB8
zC{xic8UD=WLE+=oI_Vm{%A*zOv6_da6ZV=J+mx0f{hsj?LmG@mtB|J^c@ZeDUB|j!
zMmB#zQ|fg~8WStXMz>tr(t?o!4^NvWj&}|0WGA46dJ8=RupyG8S>`L98Fo~nohZ)q
zn@H%$r;F1oziJ}w+Ku$?IsAi#8i5}7av7R-u96ub8J<s8$Rsp@71wpY*Ql~!-8q!d
z4{U7%ytF!=UCvBcGBQ?kM%<@c3GE$SI#+JoYTJ4Ezl%ZRi~`O|=Kk`RGZ!;M813eM
zD)WVZBpBwIid{4Deo(aZCEnyty^g-70hNd~&UZY*sC5Fsv=GLDVExeSNJZ@M3ivvh
z(4KlP<Mde4y)bkf=NjwY>!z7`1PovoqK!(%h&KSSM0Vc$uxO;^Pd$#6&zxg<&zj-U
z`kA~N&k0luiZzC(KbcN;I!jkHNca$^s>=hX16=l~-dBzMREHW6z~{9=7k#tmv)t#W
z3KU%*wh|*xNb+k5c_Iu3vdh(m?hXYf#;EYi@C(0k;EtE2N?wZT=xW!p$p*|2XO)o5
z^BjN!2S`ypK?awl)kA*7;aX_k3cvG;y5OLK_uVK9Zw-KsZJ0dCrR}g>mZYZPiIK)L
z6~kIBG2!p_sjXE%k12repXVY&2~Idn=sN(d|HHKDUP7m384zBjN12rtd-)})N?zi-
z6O`JutU2^)kxD%ZfH2P#Y=?NE0PO3gNrPZElt=?-ul9)kH_v1*=Mr`=gO~rS;d*TK
zTr>}$!?IqA0**b_;O{2@h9ekXV7Ec|g~c;im%CU~u9bNt^=UvkYVEW~H1O_+_Fdm~
z0vG(?CybYB2D)2C(J2SMiQr@jHXMqMe&L-s!>xr6fd26@U*Gdg`fm~8JDGH7*J{kk
z;}FnmdtGaubR6v^2V-oFjhtrf*qY-PLK@oa*)2houb68gcjaX`6IzLPc7e}m9SI#T
zeQy26ODv3q2@cu-Z?CukEFX~G^gcY)vxV_A9VR88fV5k~{+!K9R)ZDQ5uY{>FF|MA
zlv{j5E%}ULD?y<9g<Er(+~*0;{YYFQ`ywtTS9{GxZJ4aD{u-d<w0DHG55dS@=k(_Q
zdWd96`^`NW=LUh2GB7naWA=h;M*ZpJP$3(^Y&I2((to*Sn3yxK%)01I*Qy+W3b~vc
zWxI22V(Gn-lUwcF=2?OH`Q@(o-OY9adB8{%U;K{M_3h^|y#x_@rO7J88ya9xl9xL!
z9Y!424`I9>?re#2NEdF&#Y<KvDNBBT_!Sxv0xQZrNxZ06*{vzbC$X169%&Kpk<3*~
zUI~S4g_g`eMC%TI2CUFc6Rec}+Ze|nL}`fp9QU|$({-Sr;GMeo{S+R!X)f<pI#k1D
zTucBH<&{6ZQN=GpF{ndIkLgcZ%!+8gQ+vhM>ALWffM-5uI2>+C_72WG!Fwbg>eSWl
zF{fswK#)@s2l@6LJ=awxFg|AGeK9@eYy7=o<%zW{YIW(i4_V=vlPcc^$iC`}`@CDH
z0~AY&{eeT;`}WUc!;PRx44iKsNW7)Joc~P^2_lbHx%pXKTN3X!MH+?;)(3J}bPzgS
z{6XV)89&4!v!mD3-%iY(l9Svx5qxpqY>pWfqJ73JErS}agPsxdv^{uPGLn2hd=B8J
z4$@OsYlQPl%}v*J@A53hl;_1Xk`)eM1XhyW;Ny>HfnBvPr4Ix02jd-1_HCgEt^Q-s
zH)phSU_d{UoZqT<a^Mo=!j78K^>v4I>7rd%P0Dnl15~AoaUi5XQ#uEkM@C#&)BJg?
z!q*aYB4N(<Bb^UL*;xl%iAa%tp85N=?Jmn19Y2qGbps)t|Nb+EVF`?n#VtD8E1Y>9
zej(_2!aT036@vX0l{dC+GBR5hk)r>kg$3I}+GAGUe{3i!`5rGZZuc4%zfbAKnR|az
zCmc=<UZ_UjQtN4WaH>K3AmJ6p{r<Q#m@ScN)_vM=H|(07d=;-e-QER1);74bETxD1
zu8T;_0$LW-24#;*=MC^tsW-V>nw+7tq3<ru;dC9kPKq2ZDbRcZP#crG>%`cO5@^KL
zJjX<JVaLtSCCq2F?2cvd3*1o?Ot6*(U6t~bF2<qoz8}hmgJWOw8;b>D*9UbE?~r8%
zfS0&UHzoAu{$p2#?-GO5=OIsq*y4kTYNXkxmyceS3udsL@pT@U8?H=ftrjpGz-!no
z1D(k9SxLk0g6}vAoHE7Tgq|SIwYI+kCZJuy@vORSXnzBtA%S`F5Ap@vD^rs?Z<d9+
z_GW^f!IBW)eH}{k#dz0fNeb<DXB%3D2`f-DGbX=cK$@vsD@xmKFGRx#G~$ov`*jcD
zn?>jT-q+0Xb?kM?SZ%mIe6=EiEu>EFYM&TQ|4p0_M|k-pPg0iRF3+f)6OYPY<(%kO
zbbGF>No|0?M&LPY|KY7$UE=d#k<q*tLMZFJ+IhrRtnF6SahKT~)ZH<8-5k1ixE^v*
zF}C0Fu)Vuf>&D}DFQ6Jd<>2u&mQ?4d#VL~P-%aaiO}87<x)p$0chAx1zg(772fz#M
zY!X43z=#9kMX7QQvW3BFTWuxofKKn^x{a!~4!hEX$(=o{%?@5(;66FFFXyARp|D{r
z5M>q%MN2Hk!tf2%B~UZynWZE4N!$UN5=yxLecwGVK-qY2CQvOkr&BEGqufUi*cleV
zfLq0f!$Ucz+;T(V$$_V_|NFA6t#sDVm#q|Z{#RM5Xt89zO6qk%PE~%p;zw*9dkI#Q
z?ff}7V!purPiyBVl*GSP$0vHrK%0n3sH2|(wmCMJd1u)MclaTlv@#m%&?!#9_TVZT
zZ5M$ay}Bbll5$EhaB5GyC6%3LJ!h-D@%UEi?&s4SA8`YfsFU=s#rfh=-J?9g`l#yr
z_aCvk+0`sD;rcE2miSD8O$9&QyRcbEXkD82FykBH{#MAQ-8hGBdOo8TRM1=h!ph(w
zj6#a#>|)6^@#{H=iQ~Saelfho7?;aAUa3cG03a-;dt44rt}%h40cmlZ9N=zkm|y8P
zl<g0Tgd$2rV`r)z<ok0T9Y6pK;=96Fv1kBTjabG6FPjJFfLmt^`h8Mh>qu)R4`;LX
zy3Iw#Z3+kyv0}66IuglZLEgEUUMkVaTj0l;QFBtX6Ynd74_P}fv7z5`*Q1>Z%4VQq
zN8w)d^Q<m<zG2DAP>$Cs_bGq3y>@<$gl>XYg#o<W@$l@WLC*Gx3@^h%zyDTC@6pza
z%rCXy-GzyX1i-e1?E9<NgOEQqq@nPIX*prolsShDUVYwy*RS)8Ea`NW;)@o@(e@QL
z(4G|HD%0-V!1CUu8**xe`Dj4h|Ew<3(lb!#`aZRd?}*^q(yFE#JMWi-g(i?Y%CITR
z08jKP!Yjb6G$2NgL+7LzOWlc4r|X{rQod8XJumkTi=6-S5>(HczYHdei3vk+?x(x$
zGAUDg+XsJYna(?`H%|)J&SE2~%%@vCt@yTQ8V~}XcHp;K?qENo&Z%ECU9GI79|(xz
zlu~`t$A<5qi@_hIRx=n6W1E|lgk^aG9<dv;`}Lp-rNHqQ4`Eg1m~*L%fy*CVB~ubd
z{f0v6n{X@d8#jLIeLEn19u|6}m#5~=A;FZj=Pih~d(j3!*~{~{dgM9SgVbw_Dlbyq
z_>u&JD1mAJ-Fg&b53J4Y);^COoHLN08!Up3Lpvy#@N<UtOg-E7u??QR*eu_=i%wK_
z=+%uo+IzCUK4f;BU!&A1nlTILT+jQ!_p^w-#-0IPR6#NOqk`~q6RZNVaV9HRpuc$2
zz2f?dU=tPBZ-aIyJZBP^EUm?)(C1U_M7lP(YNQny`1`4Ux7A1@D0T;%`>z&cd4l0I
zaB@f18RgcKv%JA4xs-zPklcO5bs^>?SKa^{afYIoUAQ<`6(^f!^3b}c%}B;<Y;%%1
zs<oq`_q?Jsn9;55m8iFTFZ{CY4ArvqL*~vM3Ej@P?0SABJLgCn3-ee(snyyt(1-l8
zKRM^{h9#Ln5f&T{re3H)WlkWh#bu(R)OuvDr7JoK2#fBQab<FXdO?0Y=nmo&;4VV6
zwruoAuqA`28h)=yQODJb;2chdlVc(xVp@TA#~OZR9>u3S|63W;@^Q|8sXQIJ36%cN
zvjipR;BD%L0)nA9wjxno+T^tvlEJ*glB6}%7C2(0QU-YLGq<J**1tdd?S|*It=Og5
z!wm-oC-)cVvc=+*$EGTN>aWw{;C<L~SJLxu0}KHnPx53(bwuB5?gPhE4r*V>KRL{)
zKOJ8byFlKLoXtW}a&TU4oZGCRA^lxl?z!D0`PG4@$kWK9yo~=Su{Ibr8HXGoO;2Z6
zsC)zU`!eZV!>yH+u#vjMeO=|puaw014q((8(we{JIUO-j{u`CTgHFdBWkHzP;7lnV
z7M;!<Z+H4Z?9s6OP~u(VO+Vlt9mshf_RtGvF`%$vvT*?+I7<BE=P{rxqz~4)y4^+`
z?p*Mdo7-Mr$0-DWrtZ;$pT{(YGZ73B5m44-43^afj$3Tyd1{pRbP!Xy)%;frEtl<(
z;*;@vSVmu+Yqxk-bmr1KFld@B?wb^ms(mL0c2$(ckT0{as8Y*`Nfr}ab+wR~f%eg^
zo7=Xb+)3`DGwaMk1rA;SPuX4%F=N;J<XN=)m35N#L~w%z#4zJo_lPXd_E%6XXO48-
zISub{g-R3y&GKn%Jczzcj)?*fZbkgMo;a7P(0$T`+OXFco?RYOUSzQ5Bm1VH7hLft
z=?Bs3Uf(KdXL;_HZjJ~qFc~{z!Ss~$l8@E+4N9m^|03?6MTTMA^X<Q)XW-1(c587-
zZVS2TBV+WbQZ=5t<wHI}0gOoH841E!-t{Fj`<E^x06o6tN|j~QbM;9^jJki(WTn&L
zECEo~{UZ&V)!iuu$LHAE<W?%<Op%f@hw$1RwuhY}ZJW$}su`Y(^y8EtUqnob%-!>!
zY&J(l7CsHYU5!8`<Jq<*xFm=3U1b*!5j)oC>e=PXsArNuqe?5^*W0{Y5!68dAFa+h
zZY0lkM7yNfCutS8qWgzeOJkU#Db;PEq9$3n2kSv`pX%dI7V>&KUk-Z=g=|q~iQx*c
zQ~Oo(%8_5{Mxkb2yRy^0%=B9$yRLo+Je>{xQjHCDmI^CfFD|i|!oSOW$d_ku&yA#`
zKTv&iRuqC<+<)7Du{4BA-?jvAebRZ|=druphpS6tOsNKFET^sy1{iWf?u_n^9mfko
zYUDBS==~Pzle#dKwT>!Am#ob(VkaC^M0qR&AlpOW$ufD)cka1(;8Hl+Cp)`yb{u?=
zl2br8eaZD+>?WIiagDxW+xOM&#sx|5^Z}8;oxItRhrYIbD5I@HCz}9hd=o8)i2~E~
zp3=NoK%km&uh!q&fxZB8xOjb?Zk=j!^>;sn_$e?{GwIYhC1|i0qcvL%#xeU6uV(zY
zjkad$a}i&rRV>zL4j*AX!Tcv1H5EwTN^p4!sXs(DZU+39VIb}2e#i<+e~zY|T9?Tf
z#C>KeeUAKjOqiZ?NH|=Upb?2SUL7ORSzt(69oA>_#2jpe99@K!M#WJ(no4kM<7b~h
z+hC1>7v`t2RA%sb2*C@%v9;^Pk1oj=!EgpfhI<cmbkvko5z<h6{GQK_QOWse9n9-y
zORB<^Lbo{OH{i~h?ZYs&?E4$6hGV-e&VCI%p-ig@i0woo083$#{}ORacN;F|(>Nt%
z3F!Lv@PDqj@2%cS9(1HK^Vh!GcJs%Du4#`Hodp2~+zX*^gsbKd7o7}pHmR=52$pAE
z;Ugb4ONDY+vTCZ6l<@qi1@`=-Efk6O_g23Ywb-_gzp$|_>6Adj!k5|)BmC!(&i~UY
zeER>F6aZZnFv#8vfB^0jV3=&*{2#OmD%-*leV_#i@zM*<$vS;WU1vXvcInI?GNN(b
zAU~&}-Jb8pK@!bi-e<H51)?meM<P`1&1Rdzz8heW@qcJ~@35xNH)`B(YfBwS1r-$`
zwJeoYWXVdZs0b8N2YaN7Y%#KAC8REf2oVqvkfex!%!n+RQKra<%&@~=0YVb8laKG?
z`}@6rsMjT2Vv^5uKlgpkxzA}{S`l`!HK;d2jn#Uq*=kYKjmK1g+d6*5ESj!<RoULQ
zY637BE0Lb~4g3-{%XkVHW%&`W0AS<Z1t!C?!fHKAe*_;ouv4s6fbU8EZ+PdIz}iSO
z@Zld-&sbCHd!c5V^f(Snrdf~tQOQx?Xe=n2FtaMz5XC<STEE-BR^v!|OI2$k8a0J;
zNhD6+(Xmoe2}@w(+7tT-UO~5JV&8&vUwPu1k~>B`Q}~%>+CwDNA6HocazC|y!S6sl
ze)EfS$GW2k7^GbNB9*h=(C!C-uhZbYf(I!1l<;HEIWnkud-ul-b|und)KixiK0j>C
zw;0RM8nrCOm=0)HtR!(AzxW(|*<~ShZ9}5QzdGl<{It&uKjYZiVQjt3^qEvT{4VA9
zx(5rQblNY+3!^&T<9fj3HtOjAc0DcR-B2i~`6w`ht+<q_|KYZJQ0pdcmaUOz^FrIn
zW(Ua$cIZ*)1`*f$UM!Q706d#ok@X<cuwbz+vkHP7RU-?3!fnPud!N`JcZ1VbwE2r*
zds1HGdz@yv)!1!x2?IIfQ2AC0QS47v-&!p5|B`ex+6oc9>~gKOXMBi{#FPDGCX6of
zb>=EVLVov%c*u)#@_P$5kbr9oV0xRH%ugT>4u`%eKTNfS)6ECEle;W5+;(ErfiXe@
zmhzDTmMBsDq<M2>2mEw%bnZ0{FBL@h9D?Q@*FW4b`E=>B2DFC>QHxvmg(wJeG~S0P
z{>}ZURX1$%$bN75-W0^)^3!?|{Y!~qY5arYu9D)Tmpqow`uw*BlQy#{pSD!W4=_l|
z7eihXk<s+zLW4nv<g(EhSrq=Gwy66FZ+|}@-hx;t&cl~JOAH3*I`qcX+U3qfSxWSY
z`&al;iya8>=7p8YS9S1=hHXOQYkshMh||DwZPgRFWiDdWvA;|DwDt16yHXV3NNgtT
zSW6xKa?W$S>M>Z&jJuIvYMS>n$kA-s#!A_T=JCq^w8Dj;6uf@lK2HPcaZJ|@zv3{&
z%@`>RZqN)n>#oq|apdcUKJd_$9#fHX>NcW80@>TjF|MBC^S<EHPn@BihN$&Glp+TQ
zOj8*Rj_rx4O27LiW%7va=YR{2*Lss$^dqsPayhQ!`@YycoNsg>D25*gn7lS;_-|{5
z>jvuYbU_zrpU~Rme(Ch;03qPtWKRV!T^fuD$o7)lnt*`M%W2oJ)+(ZTnd!dw^~|GI
z|KyAEmru5xNrZqv1lNY!gZZBiZV`90@4!3Yq<SCn`L^q(>tMR|#Fd@x4^r|Vt!(FK
z{M_nX#<aLOr3ft9-%394Dzhp2UEY`EhtQ;5RZS|^Ve@1a4SJ8PceT^l@9uxZ81c@}
z!7nKMr|G`MkQQFD5g6$i(?NDHXWeIaeAZpelip(+qHkm)$V>f1@a)`lds!0PqYU!d
z8RU?v)Po7j*-0DskJH4~MHlND1T&!JA){U`zbD+(nIX}UEO^dukJWYPy~0O;-jaRu
z$PT~Bvt#|4W9XP&HBt5G5sEs6y_iSQd(_1A8lL$rb!&KPY6?MlFGE(uh*v3xwQp5o
zs^^M9*D4cp^86Aub&bcs;sLQuFcJRsx=tBfjleVTWWJb!v3e7GYDECy>QT4W*<BX>
zc`n*9Yehv7CD_w%h#SR5SrQ?aRklU=`2<Nw>*oDlc8^6Dr1b4qQf^2Ui7Yq50d}sr
zl?F~vE!rdL%rKL^OkM$}rSjRmvG8)x;5}!mKQgloo`}g+QCJ8cBe>s8`V!<+A1zNE
z>gK5xT+;g@cAXV5ezYk7wpBC>u&#9|oCR9Fj4+m<NP2kgv&auYzckHLdv(n?vTSw)
zg9s`@R%&jga4pp##QUbF!|%qLOp4`8I1FH)(_gN7{4UrF0Z-Ipu!@PXBCT5mklT`1
z8D_XCuzNFVMHuS3dE_u68r@OzRp5Iy)ZdUIgF65el78}jtVuyPS@MN<^I5f<SN#sm
zft#JL*Xa=QZCC3})%0gWZW8dH97vNqWwhS7adY$d7*m%YZiJ@i33Eh<b(fVVF-o{r
z4Me;)?tSjJT_DiN5W^8%_IzdXQUnI92dh{^+lPyI&T@1s_6bK3VOu%&ZC5ADF(tVe
zsh9u=ol+gUu8QVvum_hhc%hcVxak+HcO?4f^gz|#s{$VK+b%cybaJQW#>saN5R(E#
za^op&3x(ZZJBc^|z782{Xxjc$nR(VkAHQ2E6c@q+yZj#{1=bB$K!)iYs@5!xf=FxT
z34*>;@of6y^L8LzB()##2vm}W^%86uYJjm$``(@RS11vjbt-h|MZ}mc(+A!3nCQu_
zu<*H^Y(za*LR5`(E|Rsiq}vF`?@RW-LMF$k(^0Zw1n%d`|J?J}e825#e#eTjO<(bf
zl$eFS^4^>jzK1)ScR74vT3z*E^t|69hO7q40<4x?HN=se9$Z1@nk}Xx>Q%AHN_+iR
zMPfBw&wIs#eDbVdvT_iIwko!f^rbJ~Vk(WSVlN$KZG{n(M($SplX_){hx_DF=okSy
znnI`a-mrx7>9txi`P(iB4mZ;4t`qospL7!kV{^Ir3%J(vTzMiNoHdUZx?h0V^XJ9f
zA^7tua`N(wu^ENzF=9N`+8GOwACQln8N#~e^>OMeDmpT3<YH%WWihTKwf5~_GOxtA
z1N=9j=r;*+|3<t7)90w%8u?dDP+=ErYjy;bm#_4vDRldDpqgYVj8^GBko;%bwU?UL
z=h<zyVpQyJwHGV=e?ST_n&k<BUD^L<Uq+CbNB+8DrIKpB^y+(-1UOU)u!H}+tN9SA
z4uU*e;zDWPTNL07KT{bQwEH`Z^2Z0HZ%}_T{?-2#D?%n*-_EX_O>M6?@DQraeZ{TN
z<3L4;`LIxS##GtGe}nryAgAAV5s;WB1vW}aU`%|z-T9C^*me9*P6s9A>y3@*&Yaih
zTa1+u<jc#&PCLKc;YJ3Zhi$FzT9@s&Oys3}{kb69a_J6|lm5)PAn`~yeC^;&?O&Q$
zn#g1foAZ&E>57O91HjLJj>EU_eQ#RkLh5ILScpyqcKR-y5<g{1Q5iC$MU^bZfMl{M
z*RLZmIesl$V#o#<=vuRF%2K!<I`6ez%<>ArPi+6!4LX)1)?F{EdN`Y&K3VL6FH%YL
zC~gO^fg8GTJgaYP8zCD}VpYKUEsE#+_3I*tktP1<tLJZYwXq=5xZ?D+N0r&OM4VW6
zyZ2r*87wAvcqWFa1s)GaoHvs$lswc3XK^tvia+`hFZiJl87W|$ZlFl+2F2~`9e5X%
zZWg^rvXOqY^!v*B$VjOi<)Utwm|b2ve4~2bOSW4Ppx)};w1KaP5@ovE`JAD=E;O#5
z13avYoGX9of3pRFPrbnA0Wq)`xxWPi`{Y)=UfU7e>S6jFU%LFN;^871yjivy-Wzv(
z`a+x<p2@sK_@O2g{^TppIfkcbi~TS;`qQc~z?Or$)3)b@J>^VE!USS)i)cYqOm=oN
ze*x+6ea3l+AK|}6Fgg$iF_z);_#^(oGXe5Q-WyRoaq1#z_})>Mqb?p_vf;YM_L=6k
z$(N6+z~Eoja*=`m)$ciJ3*EX?=9a4)tb6-i&K<n9+_eFP%UK?+18U?)o89keIEqU@
zrsVVZb#qIboYslUb&`C%$qaQR7D!+`Zm7GHB1S|1rp2RV&4QSFUC%A1ZA@S@yY~Z+
zl19?CbZfup&f&L&+u27d^#tsT3libm1>eDe6U??R{#`zE0XfY_pqX_ApUB^^kjEFc
zZlzQ8ppPo1FiepKj6uek3iFgCNNr-wukL=|flPnmy4H}yD|jd<nQ<Nc_PaXOEL+j2
zn{C!3Z-rQUZEth%Zk{9y^c;KeZ`Z2au$0u=JZH<`ycc}{MYcPOmPXmC9|U=vLmij9
zZvPRIFcx8RiHb2OUlX<@V7L=6ba(*!`>K)iN7tP0OXusw3U$jOp`vV0OPvA^m5uO#
zpNLpNRc&v^C1jktdn<<r@(O9BwqoG^@1;{Uv?bt~Y1;j74ng8;3N@T^fL6F{ai}KO
za1w)Psb<|KeboS}*6JdE6qR<j%gaT!?S!N@r#SNJr|`Fe!8-zRJf?wndeG^LM;(WE
zaNmfwg~2oU?O*@oomHo$zVNZLnZDFHpewc@`8OQM2`cF>`rYrInxJA4mukYS94eLv
zcfRWhPUVRr^?8_*Qyb9ZwIX)=k^I7~nhi7#u{S{Fss$tp{^$m%{h#h1V!Cw&NiP9k
zm?2M=XDDdSj{_mg&drUhHLATBp6EQ^#-3?TirWaKHi1oZgWh{?8=%>#U$*ps`(#__
zpqimt7Pf!?MfIZulkAw%|NLnF<OZ6G&UaLmlu#O9^m4db9wgeXeYka41^h^cVgVk1
zFb{tF+b-3}YhPX%)RL)LysM>OwxYcYO55h}yI19F<tg&<25+yeFCzuZ#E<FSaZ5!G
ze_M0mmI+mHad?h|rrcS`%;bj3`X5>SwrgS!nI{5F815rbUx3_GxU&krS3T>N?*$eP
z*v+Z~<yFFr^0r<1{1r3HZ@cz9S>YySyR{X#zG3&>$2W^td6M=}$V7BPNq#~l)XUB0
zl+6rO$2uEUiaIuCNQ|6U$aNH1T)jA+kFp6<&mdwEW1<}RQbc6o4>w>c8Mzyz_oCiX
z&&q?NzyQ$Inx9a%My)-#2G>fnes}Q+O>)*s7V^P?T>AvaxO6vF(=JDnT_Qs_HZVRp
z2|_Jm&1VtGpv}9sN1B%mb@?f@^nqm<Teev<o`oQAIFWZv6`vBT!R>FwX2J8Nv#rs9
zJy9-WI(As{pByGn7R4$gs$<i-jIx$7;9hz^Z<eDse?@eTEK%?2H^<-f%mqPE=XOT5
z?tpcVmUm4vBE{cwdb1IHDV_#9tZl5UrL?UZawkpmOf+sW;Md!5z8ZlbF@Y%OVg;Vn
zHHYNwEPz&j)yR+awbAKaIJOyvs~7V0x~?r2_2Qq0>g->IH2C3#>)NZC_eV_$NbX<@
z?T@bER&RK}f)V<Y(z5$uM;X9#lshjXWLg7ev{IKN<a(bVKwtG2eO0d{we6p@M4EVD
z{?nQC38)rfDK-y>ztLt?5RTp+|G`4B3GQMgJ}fxm<)PQ^ff$V!KC1}G1g_=mIlHF@
zNq1bwKCSp4AgY9Qr`+`SWPULxcMI<yMkW!F<M~@Gb%D0rVw5PW=XrN75aTG;Wu!X1
zsFc_BiQKpG)EEk#$@%W%n^Sf~C2MABbMrQqg>6rMpUQo3YiZtPQuCfm5krpA4Fsl2
z&2H}2K^|)l;tT~%6v2wei4r^HpT>=%b6XBqK+ao>QbaNKD%hpPmD}7iW3*@A`L^qy
zrs@Z@4fcj)=G!iC=Mwt1-?eqEr$V*3(Ly^ZO3cZ@rWKK9s>&cPh73<X?UhRA2zk26
zN0K%6j@UCWB7u_fT=QLYY>ReUTXrH@e3I}RHe<$9oFPvZgI0MpOh}Yo#<{*BXQ7vC
z>ZXBBbm}ttw+=)AP?LScrfo$Zej?@qgR?;_FvI|-n;e$Bm*Yj^)C=24U!pq`3<_Rd
z?Se6>Q~$i<g1*%23|PEhaq+mchy;!#ow8={&R$=Ed-5~qPK!0l$N8n!jo*zMz}LcD
z`t{yH6$QndxCc#k*%?XRkk7W`^wo5VVb>drNCm3ru%=ZI?~L=W24-fWrPPMEFGoyl
zK!177VPww(HW9xp872Z+U9Uun9WJ_H!9_eHn1OrvdwMhP|MpL2=x&0aCmRIW1?U}x
zjsINm-5=o+NFt;Z*-o)=zw+Z4VqlMuJ`POiB2WotR>w8*D(QX3EW(q$M|{2jp{mOH
z!j5|^Brqh$;xCUP&O#dE8;zq3ZLNP&zW<P-edqI2!8VEkZHkd$Wkjv}>2@SXaXgb8
z?PziTY-)Xd;oAGZnBN5|)y1_@U2)Zlsa>LGPKQaRN%5es5X68Tm23pVcPgwJ2}$Ri
zczqg{spAW&`n2zD`j2mR;_vX@pjDz({yWe*F`-{4>5_<2|25DQ^N;}1ZP@j-Hu@qq
z-B9CYWu=%l-3@}&BtP@jWzx1MufS+NI5CDw^+HH-mN7>H#h1ffGOaYe;tuw~{uSuV
zgL4DwdQ6kpqwAtf|F>Pwluklj+uVArl&~EKdS5driobzs_q-t(y23AdoNVr(4^YO!
z6p4_vHt&CaJz0m;14>A&iE)j)1MAdQb-<M{EpzB%s+8c{uFW@L)m6q|sgnhx7D#Yy
zQex#9<&kUi`jsL@prSIS*B<t{9^&M9WgBr~GJv2&^e*+(M@)g8Y{t_43x}YA@%`5<
z`yrK4au~1=Y?1xL?(@^+9LraJwLUkR*)qZgM)|o<E-N`#&o>hP!I*r#HtoqFeK#0F
zQS*lEUMKKyZRM)UPSeVyCr^x?KEIJ^%$0g_M|+tys80%!juZB13V*bG2Yvar3t#<h
z*A>#Oa}jgT6@9oR>XhXeR&|D&#=Oogo2>t!o)06pi9BDC#vV%<*Kh&;)e1DjGklLy
zNdSQ<Ro_|HF1w_^!lY1jg2|qD#Uu6I<b;jz$QUooopZTE6{~RK5^hP+_AjhWd&+pv
z5(9j$w#rdX8(*H7gQ|$oQ8s_}0TbydJsgbOO@T@Dq88eM@FSrpDr9}4d-sgq!z0O8
z)R8oB5fUZthtJ_N!CU@s;Fkg}n2zBqoxykTJp>qJ<R&+tV~!w+U%<=0e`y!)*UwB#
z1h-6wycog7m6moaSEkh}py++a-IZ5R3A7qy90rEQy^e6XJtDqw{g#`$INAjv3S%rC
zyRR;P`1-Hqu#Cpdnr`lzFTNLfNS~lR$^d$<+{=NMF7;T38G{V%N*5m38}w=LM)7JU
z=YGUMj}D0=cx6AD@cO?48O825D$`%ocn^FG2K^H9(jfHf8cXegVZP!xL=_B58y*Tz
zLXg>1<@voFf9vD=jT})5+d0-xb3e%ywH66qQJhD{9l1{xnW=|`L>2)MHJXlA?!|F6
zz7}MkD;*Z^N69W3<cTI6ar2pLa(ghxid|8lI{BM~_0@Fo)U5}W?>#X(MW%1TALhCo
z&P@|jt`5cQT0h=Qo+!dqfy>-h<5T7#(XolW3?a*OZT2n274muGi>Q)rnT+H~DrRoa
zq*{vFQ=6WJAEhS0s)d^O<UjsT2>IlZH`qTtbcN<8V0v5Fyg?K8+ZBG9>m<{V0F#lX
zEr;pyfBcA&Q3JIz(d=gU8!L1`2z%^&a9R@{S_+*%<5}F3@i0*Q%nNm<6^ytDiN=mV
ziCVr!mTJPyCn97&&E@=pNz}K=e0T`oOJf&h9mlQWy4;WMzx3CIrFK6FyvzOg2Tey&
zCS54*f7mwb6I<iDFUjWe`#KSV7CH%4G{ZK2xk1f>5aN_^yJyZTkRjh-?%W+i%cAyF
z6I|K2$Nk@b?IE^<QGjpWab5ZdCJwg^bI#e!jB-d13Gv3WyLX?xl0v=w<2iyhaHt@s
zEWaJgD-bJ=gaOa{4O1;8pHV}!4N~26187!OGj1jnnHC6Q3ZDiZS>o?o&^o(rG#qNv
zgBGqy`=QQ0wtt0y@poS+qqXBv+jk#l%YKgQaQF)9&K{+vtgd}eF+=$I&&BaYGV#K*
zZJi-4DJ4#YRX&o+0B^=kC5r9}k$>>pt`Ee`k-<)+O52$Td>kZ`E+X7D^ymhcc-JwV
z&bqJh)r~`WEhAi9SF+&X0**_ca=WzmoPp-PDr`(lz_7r798%uDc^KHPqtEjb|BFbw
zfwv<Fk2PI2LE9S2On=+e!YtxxP`^~}lLs%+-A)WYdo<HKR4yVGS?%E~*Ub%xKS|S9
zFr(<g_*}<}`5Rt&s}rvd_O!jW3Mn0@`4032&I#shnG~bvMD?jFzai_P>7WL;s``cc
zbG>wJjBDQNAD4L(89k42wDT|qoB~|chqfHO)sGZk=<-mP>-n*F$n{bC#A0?C5wUHt
zh^6p<it)<wT=&FI;#?xNKgFiyn4k|~&M*<rLSK%yS&D4i7~?0<C(w|@Cu1pnK|2B>
zE@KUqaz~502-<u!Q+@8)C~7-5BA7+7$wsG!;?63Nxw01_6Jhs|^{WL%g}OPRQg&&N
ze8>hG#xJrS2~*T@8>|ks(z*G*c_<X%5xBsc``Xx`&!>e7G?tc<7uy}Mn|vLMxvHrP
z!62>ZR9(w9F199OBec(CrE@d~F{A`hHVhqMn_^-MmS`URwIGh0*=9+|W(O1z8i_J-
zFWwDtozOF&cmAIk!UYNUZIfL@Mo+v(n-J=;JGQbTYSFniwv}lP*#lrSAmb>?0%8yV
z+qRsqm0RC0)$y?zuptMA!x{S*9u$^fWEf|wWyWcL^K-+B{adt{s*@4YyEAGVLf?Nz
zpJ32*wO?Kd?-mC!NIKG~m#Z3~@3x?q4spPrgCv9(>B+qwvfaR36`ntvJh4X>$>SA7
z;l}@N1N)Jb3j~`(-#tii{7>87U6z9?L`W_%*QkwKELvTZw3{OE*dXs;^B)v%q>05u
zVu+@l^B$anP?Xgcfcqhga$J1qovjY?;b>2L!@c?sgJFJkQ(cRU9G)yFvX}%ViHP@I
zl+Xe@Rj@H)PZq<jrxFevs?L{Sfeo}Y*#{PHa-{CiX3_MxU$>v);zULgl&k+MD1pAS
zGs)Xlk{wzVpT4a7a_@(Fj|mJuEB1#nf3~Zzu9z#`0|qs#IW3Degj|@bbhORIne5u9
zES#@jLM1%<gCQE|#rhd;=e}IaJ8*q7@1^yj7r1hX%+nY(@xB(m@+|70e}mFHVOLuZ
zi7<H$o3o(^HpOj;YF&_2Sy0$%Pxf9+qCLGLo&&-*Z=BL6a_(bD+p$;Fm>o~b%jDEV
zw(Q8~EfmpKvyw`l(Z7LcoVFzSgk153<^_pwOcvkKt};U*_&qvJl+LFYa4M`rhC){T
z&1Ld{kJ%mowZf^EBcYRPX*U|;C=%M1n9S8!3n_bOhA;^$j)W3Rv0b(V=4_6iR+9$0
z%wMmFTljV>V*s2c&2PINMN_{ny=Wo*o9rW|idDc53}NMD2R=ToR;A7b#qLhkMSupw
zSRnG}sMn*e&U}%hSebp``d9dn=|oqNU5>U9<H{oV7C-SGcmDV&!E`+^2K5E(3hoYx
z%m}~Qg_UB+t$g3P>2fh_ms~@QW<oVTw3T%q_vn_|0`C)J=}z9Qz2R^dqb(JhVz5I&
zuM{GrDl~oZ<9^c}tJkc>vXa4-A3MeN|B2sUNoS5%I1PT^mv1d<)_@seE^j{}#a9>a
zh=wH#g_N^RugHp;4X;zDVa5cnEr5UN=)pd+1LO^Bp<|;4hj2%Ii$yuj-*%~$`xCn$
zA-0P&uzJS0y15#G0`aHF*pT=^v?{T+7VIMwO#&5~^7w{9<EqCwl?Py<I1TvDmzDOv
z=ITNXMAYS+HuY;L*)fid4`KP2#fRb6yn8!>{|@H%qwI%p)dU+`>+l?40#YI4)1y~n
z@(OxXKF!zjsH-F(`RUV$t=lA=W{2eg0g6-K=8@ww4ANIlbi*=Lv9`t`qORP#7S&cw
z^r+fX#|ei8OCO@>uRU+9890vbPA@;-E<n#~^?$BF0D5{k>`w^HoqqeyA?EJ!Q^N&D
zug!x8<4&)7`duz#NJ7oDmP0eH%#Lx&=6X#k4iHaEZbig-e3$%wVX4|znS@gIF=gUC
zFQ!^4{r~zg)Vxl+lm3{tN+dnCjFCr`_hiH7@f`}yce(R};Bf;!^KR<Zx}~l!1Ox~|
z3f4ek%;~?c%!VnPReoyaQbTO;QV+S?N?FD)76a*6V8|%Q2`|=B$NO}9gjr{ppD;Hi
zUXDPw(L8-;uFw-F+;$GD;3EchjxIYbihyn;x9^5#R6#9%@zaSEF-Ij=wOU6XMNa<L
zP;>5qoHvlC{k{9Sq*!%aahDS|L5HC%S&`_MYufh6!TC)+&ZpkFNe=UMiF^m8V-y-|
z66gw!3!fFuLQRy|KHO8t(htY;BApjo>c{-J$atCnRY`<wX0+n3-zSvjvI)b=-3+KD
zFrE3Kx!0eVD-#^ZvH9>@iui+fN$x3DVZ_XY)cXj9_G`|R699PHceGwxX+~-?Ms{?8
zsiNfK_io0uu>FckPEP~4^Xczn{q|1i(6_a_{N`c1&PR}MQ_XZke9$Jiw<(B605zE^
zh<{>5KNwO)F*6sP;Y+pg9OWmL|E=SOlSEmDn3Qk3-f{9f99%yaUGTBOiL}J3$el)%
zRC66q{Fp79*6EPJIve3kz?Q{Og!l2$iqr=j^=L3@y1${3DKHV<<Gx8+`|D{NrMy}6
zyRpdobyu5fy2RU!NG&i9-+<osH^{scT3lozxHl>(KU2<{Ji$k3;YeT^=Rhht9(Cu#
zhtw@bcM6Z31#V_4Wyui?CO^Ka=i?)*cp;8Gw<40ueE{Krdhlik2DVMzMs@D&MAt=x
zii!kgT>>L&<%_O^NsdSsduJoq?mqlqD)I7w*2ad%nifgx=6J{wnMtJ|dtx1FcWeMP
zS}foh{JjK6Fn?}VUgzNprxD}RbOA%r*5c4QiGDHJnjd#C0gVA|`rU>RSq0nzTd8rb
zExiOS#AV60>wC?3tQxlX5a-X~z(yN_fg2e?#w{Un-MFj{GaKVXd;(&B=-OQ^RJ$(D
zSDC|(u^x3Zb$H!$Yhnjf>!5GD0+tSnaF5BKT@lZS2d-+%iTqF9g$vETD=u2-$wm8a
zsdG`&LN`PmD_%lwMJ-|?nLO_2x~94h+vwKG=2UD?bFhr$2N_74jGRNtAgYLUo%C_6
zXu{Ujz0UmYyxWdtd$!KAyPGhtc4A|cWS@NI^?)gt+;>0@?VuRbIj<<9uf*hEJ6kz<
zxx~kLmVBTnsb&nwkgot@mTGHC7JdM0B5Hn5V;!yfZF-iuTb@tb-}+(`u*DI<Gvk_f
z>Y8&}GiWMs&y8=pJS7d{<+RR_W}HsfXYnKB-cdt`e9}&1!C0CN-*$l}dr4iaEcB`#
z-F_2IyViWgEPffAU`Uy@<#4j@Tj6^-04}g%Z;7Az-mD7SH&}ps^$X_ow!9NFv_)mG
z>3Rjq7t+|~^t2WGU4IkO=XV^iS2dPWv<R381k>5X`CmQ&{?GGKFHdMiG^3W5BYq-w
z2Etk!80|=@)j=29+QgH`LigB$;tMPlKk?lZNjp)}&`Ge^Hv`;1qwj{Tg^81KbF}y-
ztCBUN?A<0ELd%~h!V}LCFEfZ6_9I{3jm7mYkSOAQO;r~LY4Ls?{1`Jd^I)I(FxBXI
z7^S-fEabuXY8RuJy7un`(MvUC5?}4y)TM|paZ@7ffcRMc7=K2~ri<!89REt5@NNJ{
z4KD#B?N@q{bneac7xOe4aJ-09nP!rN0u267W*mN}lzhl304FnVV=7XK@VGJrT>uUF
z4@fBy?2{N64&CeY&|k<G8;+B0akI*+_p)Z>cag_YE5f4b+?YhspZub>1E?D{LnupJ
zYQU928|S)jyB0W<*p3_Hh#oOMFE7^$9Hs5O&}lwxzPLgkYl4$<TXQ^47Dr$!j=?r@
zTMkaWghIp&t|*17IY$P({toKVX3HsCZlsyzylJ3Rn+Sn@y>?nj^cY%9#r-Vgy)S!x
zEEKIn#~DpEguTkz@lMChQBI7x(tOeReQGH!zuaAsOpoLj(IhK8jp_Vnt@SQ8Y!JCA
z=>4|qXapfTM@z@L`r#)|SI%dfE3{s~l}uHfSgvs>KN_R)d8@#IaMBs3hPfn3Gtfzx
zc#}O7N493301CpHTQSQ~?6YF+v$ao;N0HcOniTci?>wPvB+-*!#r5Zh%**UuWd+>V
z37qdU>EGvyKH^7O^bjXhVTfSV52CN0S$tmfFE@h2z;S2nrjzk+LrBpeLgWSfckzi4
zjINJQ8Ngm9YPpSbBKPUK3=slQ$6|(J8@uO^tpb@R-*#nh(L!Qd+~bh;09VOk_SbDQ
zIrw91!bW~AOnOEIsajj0p7mosXemKkSo&L^*9GG53@FC(^R4&wOZ_~kg*U}R?ZW6Y
zrQ&KfFNo}^YNMOr16!YnREks+KoAf2fw<u~ezO!CxE}cMIv6p-%;h><ZU|?pz(49O
z=ngV{jqB=75!_`|tw6xLjFO^ZsqLrO|L{c*@nFoMh=sY)6h%@j29D34RxT{4n6Pa@
z^I&{>XTQn<*uJN?&qn3}frRIr{J)wvYwB8Zjb=<=Tb#hLhHw%+65_{yABAUf$XToZ
z+&hh+Q+kCDTPFr#+DJjfcoij$7vqAfRE)+SwAoumzCQKBJll-8z=->g>C@I{`tkYY
zZ@YX)%q(sbyeWDcYiz*~j;7=ldA7KJO?4CiC6#|HC9o{x(O_lDq4B5owZb)Fl!<F3
zn9W1@iW>88zpnh9$wqA>jQX{gB$0}U$HexT{k21ZV*5G6w2vuvnX-LYUtzGjbK{0p
zA{l&8<mY#Q_Gp~G`PM@2aZ%sXqQ1-1gMa`}M@8e>lr9FIkJh}#O#)38Ig^veL2XcH
zZI#<6c=4P*`O8fM82Nzx_v=g!@d&rv*A;jS7U)}V;b>vg&u5EQ3|#UNJ~l%+`CCKN
zG3w*n5TJjeBpp1SJEg_on3le~rXc!c-2*u<Y^|Z}M-6Z}nnx2|kN>rem&IJFta43Q
zX^EYf*-g`Dle>SwVd+aH%X(#-l9<aS(y)V8bFdT8giA}YB&S4CezpSNd~)P&UbwA4
zT@;@Kg@QP=2VY8;d+5^RB&5M~Kps0X-O2~ndLPOx@?52i_k1MF#lYy~gH8XN4=DAk
zwmDz)d7^cXp?gN0_f8Td2*uyVlOgAV=yChKBez%Y@34Kee|W(nF9b;7)UBwvXJr_p
zS*)G8%ep(PP3V{^Qo+@)AcTx5T%CvvCSk*7GgWyFoTFvo5^}uWmA!>AF2h(6c-Myy
zykW>Zoy}hVG7(yv9R8sOS04}tVD$e&aSH-EYd`we=%{j6B=BuSZXRuT1=NypdkX2l
zIt!k|U*Q+s1lyDAR?8O62=b5ObY|i~*FDa*<es|TGD9DSSM|5Q?b2bvNdu7XYE<i*
z5SADk5GZ$}0lDL+9xL-69AE5jX<G<Uy3ktz9((rTGr&DyW!|-UADUC>5sDAMx)6J}
z%4?2_Eob)~4Sa(mtXQRpAA<tC7PpQ2sL|DTE^PjEYYhxB5avU=n)`DB$z8QGv%uZG
znX+|l4djiPDGY5zrpJaqO)K7e7&O0@Ur$$!>Q4t6Xz5rER6xl0MQQtq+a@LF`tO*X
zP3NNdEol0+vg9=T;quVJ)WN~<NJI5ppvTec#R=D(SDZ_oUaErcDp)*Xis%2OZz{P<
zv9Cey7}=(&tU=}URrU7JASXt70jMKdjWMx5C4zC$WZkkR;;!dK+VY<ecoe@leP|dX
zR#*xLX`}!8Vv8h4t|(bzi6Nqtg2QLV9-0Qc97N6FN^#&-@*7T5UhNI%q60ObBg8*|
z2HNezQ>ESmF-r(C^uB59o^iD3b`E1S>~xv6ap9(3rx^KKS&##0(cl&%y)Q4k!X$yq
z4%&kc*o>!Q1lC`fJUF0Llc+AT2iF&<P)r%ONN<x0XV=tx+E4((W99P#Yy9S`Absc*
z;6Y5afsF|*0^QDSn8`%Ho#?8Hx|59%@QD0D^4}jlPhNmephj0kfBk%?D!%Ma%uxor
zVWaWBxn8SFJ6e<g<E8HyW9@u#9zKDm-Ls;&&3-;_ry^4wiSflfdZTY5aGf%;=Z)gZ
zw`LnzceT8&z=&Fy-j>{99eeT;&gJ(4yH%mZ9Q7%=24kF0i_GD*;!%Z5td+K6oNHBk
zhxTRc!F-xvv}UaLw{U_Ca>@e<O@|HWmiPt?-Kk5hd3%m{Qfx;a|7nrn70EXFFXk9D
zPz&?pCny8mjAboy#*t`J3n$8?e<^_bfOSC1T7endvk=&xX!zSl;+5Cs!i;gGUMSVf
zf`lszPi?ZIyx7dU&?`XBquO0<&y3Dn5<aXrh?J7bV%)_y_@wZ1+LX)0G$NBM;tV`)
zH7M>llRz|{@vzcEvk{Ts<9SY`dBY_PHr3+3v1~mE>M`$u=1sbXuZ&#3!$HdU>gIQ?
zd;~#?>LIl+?oeKv>CPnqnG;S0?Ga{+bV=Fq2B8Mt84Q(Z&}0%)s79wJLxwdsX6qBT
z?xZIFT|eqP7PGKO<Pq8Z)|J^A3V<wwWkQl&PBsB31h}I!a6A2Fo$Z;1gBI+MqJ{r7
zW%lFc8AH$naIQ-@DN-4@1D3&uOpG6Pt%iRDQ21QN0~qheBIu$4Cky#W5=s0i2X|PU
zye@$||388QKVR^Q=#zQ{)NHq-HF<dg7}GzH==%^k+Y}{OEB}*k(Js<zvUnRAZB{3s
zKYfATr*zl?b&<^SO8yY^w`U>NVpitYoajU=BM3-J_*2(1WbLfvj~C5AyO<*SK6Ft4
zTT+B%dBA88Q<;Q5)pz(3$ah}!FCkh-*w~5;Mwa9J0`kd(=g9r?II;jS7R7s4vDd*T
zz-K_{_*mambXs*-^QQA6HVv5Gq*U=W*53&(E66L5sp8&OcOzC3;CnuW;35|ru*nx^
zGNTbA;Dw-6vlh4B2r@Z!FE6<XXq_;rm0G{wM*ay0L_~&BkmL(f_odG-!7m*?i7eVU
z>eL<i<PP=d9xPFXT?Al~K#e747RH~<MbH^BMJFot60-8dUi`q<d=}yW=I`*Tp_xga
ztnlT_DHO?0)Xw{+2ev4A33^<3;(edG3~1B(G547LPv$h@cNo$E+zc-DZFVd^MjNw3
zkXa}X5*us&?6tXlx*-NNXR~QEx&k*+_}o0y>Lqy-hI-fimQVDkj2z%v_!SsI2xspT
zrq}h#itM!D<!eLK&uqVyu!T2{OOPeepIp-wudRiNZJhocLDTkV%=;KRNd>$|_cJB0
ztl>eL5Ghb{FM$SUPS>X*)g2<PiZ09W9V=sJOZ2I&phMxSxc*UGnz<Mhf(d3m8x3{>
zR>d>eWS<$PfKo{xi92xfcLtiyFa`nIC={J(oYfRvGR2@p8+PFs&G*|*x3<~nG(x|O
z+TSHoXD-g1tF5$B%Vw<DjTJjzENw=R+5=8zsDc)EIg<3WMa3WbEpFovE3Uf%V(IaL
zdjJWdHb3~X@W^GIQryFO@&M0)Vtfn=J}=i*q?*U)F6CBD^?2A?z41-%JeAssIEzdD
z5MzEdbcv%M^Doqk_(7-1qF|Cwb4z8lQXFS8l-wVuk<-AHSF4JF(2qzSUmp%c;j-9S
zuau0}B!O#VnVl2G{J?nynl!3>np^x+KOgfM)6^ygw&H*;S)wl*r6s9*fiv>*OYWWB
zl2lYCi5ODJ$1+D3=4Kj8A~Kz}|H@9zjNb1T85Abd4dW@Q0Iex)3#S-;3@#^^QV}JC
z%FL$6tPEdGzf-F;Lh2c!)H8q%3ubn<8^<KboEYQBp=uuJ_ZeA`tA6!xZqsKrf1M$!
zbhEHR;Uz-<X&R3Hd9!2r>GxzfRM2+#Q~2?UJW>Ru!?D3GcWzVfMyANF&HCMw896}Z
z|C7cybWBX@FEA?N@L|ST3l$aQ@?_qu&%>kc^y6;<Zr&XSncY`UE4GkO7>ttE(Nbp@
za2W&@S~!H!nk9F!^7Fvn#J}!mt?;YKM?*!Wx8Eb*336tUWD$i+UtkNJ;*nVzk{Qdd
z%SW%cqUfG++bgj<rI~Dw=y6rukeZ}FN3kx8OWrcMBbcV+rQ_{kT0FDkhw`P0HzAqf
zmJ`jJxk=N>F9?6+@|v6O4=})OWP<%7!c<D^LvZfM@{b?ReHRSMFstS?kEf4xCGQv;
zI5+*1hAo-6Vn$Y*!OddvJUTT)ZahE^ultcjhk-@cFJhycOqwgTnr{{`mjv60a;HpQ
zgSIADl5xVD;24w_dmFqHssaupS?U;SA4qe~+F33QDR%WG+?H#T?v${teveE56Ttg3
zhxJo9hc)uk2DUKDkvP?nXI!e0+-tMJ^G4m^e)$NO1Ur7dH<sio2HSe4sg{28<#N~R
zw+q^#6Ax%k55#;7p3K4pBN^1(<TjdcN72n2{x|rz1C{v-%$_c`P0<?aVAJ{hwtV_^
zbQS*Eh$r6R;ck%#LJ}okXgZ}E`cOkk#&Y@^az<h%#+Mn86JidJa_Bv_8qQz|?0!2-
zIZgubFTt8R^uQxl@0gU{WRd-qDQcLHO>~k8$Lv3%%2#)=_9!A59dkLLmKLWA`sAc0
zxgrxuqxFNGNlNY<p%td9j1w+{-5wzK8;LEB8(!+VDx3hs#J+l_G%wxzdBEvH`g3@X
z#1J~Bj^xfrr#JMk#0?3>_>}TXbH^rpGqb~E4Jbd+3Hr<v-T9wN$dfw2R^+xwKY2~`
z5;q2VBpS(5?o3c|n2-xpkI(!8KBTvkZ#!H)ZQa?A{QX$9=<PM%n8gGW1d{=X6_azB
z@kKo_`t|h%`w!7YptVvmlbX}{*%#nE2dnqdbLIXX+PbP$_8V?$x``r&O-X23JdOE?
z{N3-IkltW~ek8vfXr-k7I^vUoO0v<gH#Ejh(JE6$>TTZTu#a87i7~2-2Co-gSv|mj
z$zY7aNT}{&)So=j&@C4$o(gG@wV`grS-*Fqbn`G?onOE0Kh$2Q6O`}N+)`B3mwAQe
zlOox{<Dh>z-8o)OG-^>6`(<wpH5?-AEy~D7Bz7ttrUuT9nAt=KpOopXF;!W(t^yLX
ztrD`d7N{o_JHiYzM#bbGKXuM|`~Y;^Vi6Gqb<7wyM3ZDAJbS|Hn(LvVNN8pI&Uh6h
zp^{o7AHO?XxU?j&>E@Zo94=+JgVTQyU{oF7b{!vEJs#LuT0tu)1e9485F3E1T}MKl
z?a=hly-~CkiE)>|zKKoO-x}Yx?8wPcM7VEDNF8HnlGx}T%|G*Ft<hRQNF{uQn+Qf(
z=pt_0WTpLUQL4Rg(`Zw5(n)}3gl}Ldzk2U%`_rgMHSoqgY|-|OIrBdA(^q$ypPjq8
z?xwawp)Xj=gSZdeQ$!YJ3th1RJ6uMS(0B*|V&(88lXdR&!XKRbxGalynxa|w_Ruw^
zTKZc$cVan@oABHC50<bLy`s;oE5uG>qofsA=jI%D5Kz!I8Ds_#`rqVxED+A?-ssDa
z`)=I+<#^mvjMcnrWBaI?>st@kUOe~ZmW~QRF#$#FIjA}Mp4)(H!!*Lo<2xjt7meCX
zC{LU0E8HSX=hWhE2EN6J7@YCc0d20DWR=0A?_fx$Bdo0kp}MX9jh_|C^kIQs=Zp%I
z5!-|g$>&!v`k6l^b$T~En3fI25hbW?#~jp8aU@%I8zUT!GkDZ`1Dq5RX3sqK#}1Ff
z!)Chk=Erp46Y*<7igm=Z2<98y6queJd*%ZE{&J?y4wksN60=gCc`K$02^3RupCIEA
zjC6%x%rUCLF_KuOoB@IQH-p`J2!wROpvos9CP~)iQ4!!RAg!+qdu2U+0|)|g%1(n5
z_Wk?}QhOXU_$#jxzPku}$fj%JP!veYbG?|7Gqa~j*Uy{F_>r7}C->0Q8HllbnT*+a
z@*JpEBO~>SeSJkl^rBS@QULzOT()VdO|#W%O(=-Wec>7Mc3@|mp`)WED}^NnU(s+w
z9JuV#B@|yMHSIC&ncinR4C@JfuADC>sw8-1Ru`w2>d@I+o=2y~-Z9lml8U+&pXp(8
z2CX)m$a>I(!^^+=tMhuk*WBgxq{e-|2Kcj)ZEKbNqLXaUz=B`F4cievIbc{2`5=1?
zZ=bz3`FS|T=JR!L3RffZD1APxQ>SM~u;)ZO%{*e{REXabs0Bbc?{%k7y(zOW#@?Nf
z0%szoUiXHeR@Wy!qR5i{Un;PI5g%qAD?D-)Bp#n2^i2L8Ae<5`*b$*$8M58jD(|>*
zqm)S4_Iaai1k~-pwa98XeL7TJ!-^qCvW>C0jfPF~clU;!wHozz8OF2WRtM?yVROP;
ziSizII}@e<G1KPNN(<J5W;R0WLV@kH(cw7fXD<*H#KrKrAnRB7R2@uUNdUExQ6nD;
zEekn*UIVYoGG2#8;s+QHV^khN2i>&?)M<;V*v{(+FW|et3NoqML`toDgq5WTK!hW&
zz26&qaLx&ndwiNE@f34b|K|PW3>*t6YBON7O3(Yn003Y*Y#k*^3o9Z{w_((w(YQra
z7fJxzfNYt~M2O;Hetl<4CSS@%$WR93!My#F)$*OPf1>T*uihvv;uIAN>zT^)S{3O(
zwRM|E*7#s$`fqK3QRg3iBfL3Gwcr_Ji2=AFV6v}XJ=Ix$_xiGF&u1Fs0)qLT{$05&
zvd~0_3pD(!+nW1qOl1fN^D}2mPhNNQDe;9X5thE~x|hCkqZs%I+O4!iM7Jr~Og2x!
znjn);{VNx5dam|KwGA{kH-eedM_g5wHKHiv_HMAKwg%b*0JFj{;^~2qckftgb*#mU
zfG~U!{G=~&-|oxfD-fH1MmjNPrS`-33i*9SVpr<Q=Sa^~WU6(g)4T0A12OYBk&o*C
z{;3i<rmMub+qQO`^B7P~ivokW_7TK+=w|_Lo3!y8lH*H3p<aj))GPt_4mlD>&s#G}
z@JQq*JBg(ph_6<q1{yB(;3W-99p%z89b`Og^*FcEA2^ZpGii{>TCkq@H(ZJdFAfMP
zpSqIXXPvV|wrG0`LIW+qy;tuR@sfMk93Qw{FsRX`&eK?8pSkNdmcEbZ%$IV)uEqm(
z0OU;V|C-olRplkOA@ifZM<_R_3BNyu49rH^q{5y8vpdyL-Ok2+^^ncoRm0^K)q+K;
zwukYY0K}Su_!CR%gf^Wp=yJDGX8u%X=q7}lxC>(dnUB0j=MN1XLyb_~A?nF2Lp;kZ
zl3>#b4#_V=i{l<j>IZ;jLo=9N5&V_e-sA0c@)IZaNVkEvvPk#=z&RnJboODEz|u{f
z!y{kwA9!T>88YVU1cXbCHTi+%6%{nk;8ge<z|L7u?zt8bj<KnN8Zr3aD-P@zl+Md<
z#Lc?f*ru|~&ocfbTnw*kd7oirM%;>wXS{Eg+1&ebztJfC6o*{ij5H~9TLbSWsa>4P
zPno405$iJ#31t%g5qyP~xd@ICVChM9-Bl+J1U|OEN0g^DGVaobO#aw;t4+*W!Iz}D
zGe31_YpTrJ9(aRTdXwyTBk$bt(>EU2lF&<;JOz5>U|T`aI;t|^>-zDPc#brjf+P$c
z^?bBt=2y8`amiA8Pl(R2`LpPw!M+XM@Y@+ASCQ{kn#JvfCwl$FFohVFe4j7#U~!dx
zva0>q%wUU^XT=%Ov39N^OmbYtcrHq?&ccl9yB^Z<;CW<jylaKr{f>4?F>GJeEYmk|
zS8;oQyM7X4mh|sGg!!eNMroxl6M@#hJhkv8I0=+uXpGTNw%FWUg^XYs4<9zC<eJ@N
zqG!!ViREpu*t@PCqZs~OjD<Nq%OGi#GS!=g5iNuRH{qb0A4r--mj<6UHG6@kxo1q^
zH^0qaiw=m1A)rzO#osFvseDylsFX6dPolW#WfOSUn2RHU<{t6z!*+z(C71rj^tmPU
z1*UVkrrY5|<Z@A@5^4@B-#H2?;@g?NJba#2q$EYUvu~Rcx<>vCo>U*o^{07<OW_`6
zI*3qS=`Wa@A$gN)4H@~|KpmS}Li9OxOMDDZFyzA%Qx<?nQ_sBD?hQ>3xoi_c;v8D;
zQh|S}qT2Y-^+%BNXTmKj84=oJFTr$=&oMvN)LKDO?7@jsJ0f#fr;^@Kg*wq`Qf-IE
zvVu(*iHR$V74cU)mlf#XDg}M_MpX6O^|LMr`u0Y!lJ53Q>3_`~k9pGCMFA|8?0}Z8
z86raD=Mi{`V}?}gp)B#Xg699Y{^;utTDp*2vK9re%rD5Td37XOt6Ia>sD}l#2pP0B
zG*nL$afEmGK5V}^oXIIQzti#<bitH=YU@YP@-{@wADuZftig!eDFB$ch2VnMNV;aA
z#Z($fhm?t<28}D^57m`}g-!VWD=6?!;&BUQz$DJkm%0L7MjpG6OlPZ*tEf5~Z}1|M
zewL-cERn~WOG40zOse@MqwVy+=f$equZP->z*ZX!a-Xy{_A<w?eW3W7EkL`A_8&P@
zTPG&>o+i}iH?0M59g!kG1*)yh4a>syTe^oP@T(XfrUf^edA~BKEI?;|pK<k0y~w^c
z?FTDZ3e;*I$+pXBfa@L1@Rlv!0!nl-MSnmGuEE!9KYoc9dpFFnX`G7&!J(Dl=mSBd
zfa_>}NAu0bDA)$rIjVX46_BhWEL#rw#h5W4Q`0cFqD_r=T-%%DEbu)1eIgB9;YkM}
zp}j*-;T&KnIQk_a${RU8<3Ba6dCH7W!>u%03jD*Wwa;>Wh!K?8l~}lntNB)CzQE|Y
zy3nx7Q<N}^lMp3cB$GnNy?`B{E{8aLEJFdo#cuHylej@)qCP>IkJ?=_@`L7a(ya`$
ziRy5)awqXq3snR_PU@pqmm|(-k+l=M(PVdg3h@B7%^m>MV#@0lSuqlKU~Dbs2vczt
zYOl?~K554VO9M>$|GxK92Z90$u8$8xb<i5`=&6#>!ITbYkoGHXPH!}{4`!W0vlx(*
z_-q5)W*(q@;no!Meu7s5*BvpdqdG=^gO}b`CzeGNc6Lfh7K!RKQGz&Zan?8ZmNE?0
zooxlnC;Y&?+#C?(H%I!#@9JNhtnW6h#rQ=CI8}4q8b~^v^@u9GS_kO_Kjphq4$FJw
zpjlk%Zq^`xP=dY3W>EB@&!Ox2tS)ZJhqQJ`eH;I1$F$Uk3D1lC>BS&&sq;BH?G_rh
zg^OwN(aJlXRqimFfx?{uGuFrXUrI&}IdUpDbXOa?T5~2PHgmXyYDJ^#PoO^B9KDCH
zy<8n?o6MYs_idYkCvE;rh}8bQX&$H|!K)W1CBy?>k{B!n#XOK0KIgO}6Hid4a%2=R
zH?q4nTaIqGAHl0OKhD{Wk71I93^hc(`V@`xnfLY|T;(czM6#^4!;j)Q;#)<bTT$nx
z?5)q9b0v>wexCsLyalF6vaQ+EL+Anhu`N#`=wWHmpxb?Dna0=<rLQ$57hsI2{?RYv
zhGLo;i+Z-{brnTVlDpTvE0@ti5!G`+G1`uaj=j6FdA-eq^d#&T1c>ou7{dEj!OM8>
z_>tOE@Gx+mX7q)Y#)hjE?mL+2Pg{b}^?3z!YOP~1vcg$~s4f-*6NCBrdzBqJTpx5M
z?Zfph>xxu}{NqrQ-s^}*^9JpNquaU9s8JmZN@S3_xC)O0Q;F+ReRQYe)mY*-h4Psj
z{3Qn9i5@;<F}s28YVW7Xxs~K5nfY8JyZ7S-FAd6ddWO{NX=EO-gXjZ~9E^vXB2E4w
z>ui6h6z9@H-NHih2lC|DWbX5A@*^>d8H=?6K3#8JBOJI4k;&=1S_D%+^i^@atPEGS
zC0eg@q-(h5T#QCtZX-;c_%*B~nmpPyLY9W)B8FzS;!`8=trfx!sxarn(59bi1*N_c
z9^noc#5fVWMb?aSlTRARJ$6}Y%tFX!n^EVLNKqK{ZdR-IVnbt!xJLnfQu`!;{U|8n
z$~kwH#layG*7U@OI!(iqr+`~5%re5$-o_X=px$I-Bq9djh(0`}7T5p18u?_3VzF61
zt1o=+m}GM5w~nio2AsV^1jFKxu~G|FhA^ipL9k2<4!GN7a_{5A&~MjVwJLrSZC@dv
z#0N}vS{fgfe4k4`)AJo)aFNoIREk|)$_l$e5gw^RDrg<bP?+D-m}#K?aJhAUglnFY
zU*MTkY*zuC3_6EXR)n2(Wor&XH(3{ei{$-9^d=ZVyCErSrY;EYv^Ty*2I}xVH#hF8
z$Ny9R(DH$r$V|lhWGc=8&&pr)a_<BBf_yMosuVj-er>ublY<T@f9>{(C%c6t{}dJJ
z5n`cmzR5)_YUz$Vn*X9HVlX;>HcbMH-XOhvE2+8v4mC=^>D~6~V_mmy*Hc<Ddh<e(
zot1db{O+ge{3{DI#fb6bgLVjNN~TdI4@m@|l*pBC!}mB82uDwWE&LnBnu_-4O!XtO
zVm(Tu!HlifFFsi^Lz`GvIx(sOcBP<4m1>cQr7f9R9H>AK$ydLuYlg`i)QOJ-wDEZ^
zCV)d19Gy8+RYUzRwd-oNO`jIDBGIcbk>lEf?Hzc2))YUplkiLZc5OkB0f|zG2BXS<
z1&K+HUw9|Z)M8b)<vJRFOYXE35rdn>Eq85%>@$T$YelV%l+Dwg)ksd7IGuCDd?B6a
z|GTA+*9jo&^LWI&nrMdZGRf$P#?LsO7$33q$H17%*VqNAh_m(HlndDiUBD+RyxeSZ
z%<l#ynbJ52Los2WA?DpHIMzz!NEQJ3fQtdYZsTGqAMET5H|MPpkF;ph0w&Ts3d+FL
zG46Epk0d=-eXk%HVp$PEm8X${50xcbeWoC_XqfcUvs1%WwSYbwDY(6IGgv8ajv*6C
zff3R>u7#Tx55WK3=EW*stYgVxa65xd>)F6LRjS1|d;jweH1`8yDm8yX(a;>Mgw;f&
zreCXeiFcCmzDG=@4g0a=#<B0wErlH+imHzX^1FZh2%b`QYNC{`=SEN);wApQNvT|~
zRWQ4iaO(;ltQx%j)N5rhZyNw3f+Id~YxwiV%*f~!fC|pwC|6c1OI|8Zw}n;p(qQ79
z;>vV2c|FTzL0Z1xh12LA5qtK|r1)gP8{GP|QcIos|KaG`<C)(7|M{Nkbh=1VDPfgc
zxt@xI*-okE5<4lm&j}^h<(3VzlR_#MLWrGmi?HOD>k5(Ua>;U?`!H-av-{5P?f0ig
zVm_bu`}KOhp0DTY`QmR)=vER4LbjR5Jbc)r>CU=}H6N+Jo)bUnuLoF1k2>diL$K;~
z75?^OAwSD_Ef1-;IR-dnWJ<I5nK&{v`6K+~LSrIV`x`hd-QJhW>+FIYVA#NLMQf%z
z7=6HANN~zl9X8mNJJy{Dk^ax!=z09vp~r;0sG}vF0YL{@uueItC7hlUm3vaDbo7*v
z+^SeMWK{8`7}lLAnrzy;y$o0(jA|}=|0723=vwlr#Lbu0CL09fyOC>V(Xs!use@8>
zRI|!y(m5cNuZGJOSCOt>DA<*FQnFBS$9wxdkVX^1eBer1#Yp{QI7wgiiu~iD>YERw
z+X;L*6*9cTUbq4(0)4ir1<fw$n7-L8Qdf!xItCx-_S&JTo!N{B5h}Gi+Pe?dBoE?=
zN`~!~r-$OX(yOR%e8epJOQJ$s*3HcUOhm^`;B_Rm&Iha~wo>ZUDV9YUDovIjt~E0@
z5R<0~MshJ>U@%m3Dm*b-5kvf3zalhxvZ395w2{hg?mzrB2mX^Z@rUuaR)3?iND#d<
zXH{`L)r!?r+HTm8`gi#*Pl(Zrvfkn$%{YI@m6)9ZZAx*XpG#WTJ+nt+Iza{HlC;M`
zN|alsM-)uRBX3i7HDk4Fo~um^w}l+}mg;M*`7J>?v@1|`!Gs`l??qz;Ih9N&nf}q<
zS>{xrRn(t8DU%``p1hzNEs65yXx&dI2}OzCrnz;~q(|RR6TVe!?P^|e=$*x6zN^-h
z;M%W0UtWuji-NA(zGscKMj#$fUO;bbzbv|%rrDQD?VZBZg!)<G^riR-j&TVU<0j*N
z)DJHct>J4j#(&nzn8tbZoj%;o?!{B<ao+;-kh4Hn*Ic}=VV_e~aeuyka0Z{^Mt~f(
zO+W1-Tv`m$7aeqB{KXG;fh+!;P@ioz+@S6!RI2q6Pa-5j;a)w<gfgEyY5Htu{1kGC
zbDGtoWm+V`Eszpm${3H1*2!ah%X|v3ZAG?<5=hN`PAzV(4PxFYAj7SYmpnFP%&xF`
zha{2TR*Ev%t;>{^=z1R17JbC>JW=zB*r{;LDcjA`z#X>cm2_l5O3&cYyw{te?>K0r
zYorDNae7L+nHAm<@68>o(0GO|LPVm0V*(8}$`xleck<>&#6bY(0_Lgi!@<J5yG%4+
z<6z#mwQ#V-I|VuIFr?#I1?(*Z(;ON-M>?ZMT)|hk-Q;9W(YwGtfQ{nWgZo0JakXL%
zJnN;KZ+(i3%Y^ADP~BqT@KGXD0Qn-7L}co@pB|>;hY3B?-SAOW2{v1Z9u*%gapB{?
z0^Ocw4RT`C1~Sr^xRxLV&-xg(HXXjwh_8vnZ<b+sW~Y$L114=lrD1a-^~8zVk-<6a
z@jB3o;(f)*)}~?Zp>3lFcHnnm6omjV-+W}#zhXd=S;1>W?#WbZYQWE8m8J98D&y%h
zxBuW}4!ic6<>sM%HW8SK^H{c8ssIh<;sybp5olBIai`zdY#ixdoke7Bnt$|5(DR~c
ziX!Et5)an$U3;I9%m<?>7>}9D!%;TP6H+?(L$P7Uz~SS5)j@B1ui?uj#QQmcp8r~#
zu12&>+Q`~x+tqTKBSp1r7@l|D!5%UZEfTKySrN|{<?vG|ZNm?O5uVCfn1{-cl?+Jm
zv>cC_gk*l7PsrFv#KPX;j<RMQoB6Tp*2tmi-t&E<n=*#em{kbx{EH}}nhy}{fEC33
zZQVk|n@glx*gNuvM_nnPRWyuiV>5C~ah&h>RA`P*8OVMvB)t#!1cdKOQs5chUT1@a
z{^ND&p#!|e7ey3hnz**;)t&ooGgZ<m)E(71!l5Xc>c(7-J?lZG1jtAyv%Ho>IY8n@
zif?0eIno%l{KWosdfPD{s3OoVp>+2z)$Rl0Hc&BjBYAML`<bNfN+p9bKawcCyEp5T
znk!$wgs*><s+Qd*-;)))(&=~mL9Y9V=fgqzR>cJA8Tr_7_TAqlONsqru_)@{MF`$U
zu_^wafG{(wSyy1sBzXH%m^R+2WD5ToPHGVLL4F~FOAjBG^hJcy-5|e;{Uk+E&|14i
znyewR#ue4QiC(=hI7j2jsnSpyXDH{;IsPQ};9v#aQw#Y!2A?EV9>d_B2FIlG2iGBq
z`3Rd^k+Qk1HuWIA-ig5r{6UtDz?L7|lTPxyC~Dxcmzm@ImCicKq_oCBpAt*>LQ>{;
zh)k^sZS{LQ?}ThyF5c`;sBO;;{`0?I#0Vava$EZJnSR^%l>#pLZiCXt?sq?8=Y@c)
ztrnf(7dfWR=w;?%1{iI_3P}lf^g4d7kJx~z1Fs}>&T;&Nc*!mE!LK*{+ycO8OYQ@t
zNk#g5HV1yk&0s?NYHk0DXHEYG|HO#5k0R(8Naygu&FpgB?*-lx-{{!*9Lvjd+*K7B
zYrER!`l_17PnSpbrnW9%@mvbP-2ZgY(}Gf|8*H{&y`x1h7!>f}D@@6RBYqeHna3Dn
zy{S|`EC6>e7x4;!5?%sNrP1FXRw>`w!^b(`sTr99$uv<3Q#4&uvGX}h4pXhsSX0B+
zNLr&%;$}rs6eXE4`Q?tgT~xP_)=NC}sB8VFQSW0QU&A{rgX7GQ?zVq#9tAa9Kh^>~
z4M5nLnYGF8#`BeAfy^=;`=sU4l8*$dB0lGO3v$hSNvLlwJ4<iV-^G9C%)dTEisik_
zLOqhc9M$>nmy?dYbo2<|R%_jLbMJOK*g}S%edAO%UNLgA(ieU-Ge=1Z#rM<>N2{`)
zj|P$=a>HJ)_p0rJtTQ<WfFQ`x&*Rj)jt%BwzzvhvV4I1M`dv^%@3;@VJB`Mwra(ln
ztR;iv(6J@f2s~ao&`2&LXyl#~T`B=KlMi47R(sZ3MgG>Up!iI?VQUEAKfIh&1f$Z$
zi$bW;aBzpB2^2uCCZ*rp67!i-RJ3=o{D5w5xTPAAPI_B&R$F>x<%v(TT63I}PE>EU
zO8tGO7JEZ5;cp_4{j>3hSLMgr1`viVa^N95#T+Z4|1INNz*gc#u!_-)vb9~^P+rRN
zl8PCzj^Hh<7mVW+ZWW!C))+HPbJXLSc4S>mF8sEs(Wxn!?Qqln<L2!y03|-pUf09>
zJA!KpPbu^Km{q>c2c!X$UDJN`u~CXc!S1x6-9Jf>=7oMu|EPH5C(*_9<AtIHOE@j>
z_1=bV;{i$(v4ef<$BAC~U3nc`hD^d7g3|$Xders>jL~VZCP*!rv(V%j@b5BuM*qZj
zRMALz6h$0dhruiBnB1KI2yi?0!i7l9a7kb=)hH$46MJfe4Y+8L$&VjbdI)(%u&_6?
zQq$1pLCtCmSjhquV2ZCRulcZZO<C{TAS0uKhjXO**5(_I-LE9&lGM_<VcK6*HG*Vc
zC-fyS^f#rBP5H3#sKP^ru<t(t?T)CG_gH@_ZlQPM<-(d0f;d!p?>7gd5Hs&P^#b*@
zHTpiaiA9n(18|^j!=K~pK>qv1oOGI4aDNr<4bYolm8+j+@DKz8HsdgEhjZ>aJ={o-
zxqt<Z{I_1(!Bt-N@UY5Fxz#U|EG@^s*Hi+pOdFZMBd$JrYr*cAQ*FZj(DeMc-;C3$
zxEDPyU^&R=^o{z1k?hMc$1u`PPKP*X_!_eapwLJoYsUc$q`Op-S(e1HiTg3=^#VU;
zvAB8L)1$91G-EE5y<BG-nML%EGzJ&*w@x^{NW78vQqQ#xqam36nQ|-r+`{%rR`g6L
z7EXWt($V;ND7k^-6?0ki(lPCLP1X-Z1P8vFbJ*~Pp6hrs<?JqiiU&<7FGDj`drilr
z66M*vmjH%WPT7Mjx??e<NZ7PS<V$e2NYGkAd4Hut6u5J^{{@5QD(WMjpf1*gl#F4A
z*{Z`q&Wd?#<|c(@J<dPRagCAPNIdCP5Bxl2*<1Z24U-%icMj}hUSrFCWJJVML{*tv
zMNpt?{}vk0GV4Llcc5S=v;9X@-sClA&*BB%s2v!$vonNHR#}%SzLfN`<5JHL)kVr)
zl%+up8!ef*6PxyG2A43E6Jc?Ozyp^QSTx;I*gtSSVWTj+Z28<3rD(VAaeq;A5k)=H
zP)(4SVq~~_>vxZ&VLb6>DA+1Qo~uHFHu@OJ=p0!ee7fY`pXTaw>m3X53~|`PsmRmI
z{-KH)LMuzPWb)6c%T`on*#H@M**_n$ZZZqU-JLC)jgTqE@cEnvh#kM%p@p;|S9)*s
z*&i!a48KH0hPTiT{~qYp!UVAJBw>^H5z;a+`+R42!<l$c9L?&%?~ewq3^t_Eut*n$
z+=Ei1Q0XkSq19<zT4!T9;^sc+uKKy-??V?F@a_o$Ll2!hyXfs)p~U`F%OY@I6`A&4
z9X+*)l>NC?*;uuNrW#ZrQR^oD>{(D=x@kLKxZBb}9CMmrIN1HJ3RI^y+CSc-4%&}&
zg#3V>VGY_3y%op<mBY&2@ZGk+2v@;-2)2_CkF8CLbl-T&ccmoQ`?c!}MbBE>=|5Et
z@&C+L#r7XC5V7F^KD>IVJu@+A2JuLG<S+!)oi0cjycUWhf?W-+0Sc%hwL|~?l8<#1
zj~)R`2?~Ys-U*i8@9xz6gs306Pn_2xSCDKB$fQPr*2qTCS>Sb*KIT|WT$TTFpMyWv
zbR|N*SiA4M@ls#-(3%ctYcG;+@5_EykJvHeb`t*^P(rPgw9E!&M&ccEGT!2|a1^WD
zJ0@1(Z@9~+1Ch>?F^lzIs`_hvg%9$DjV25-1x=pA6Sw$mBq1HXjfr<AtNA_a5NV<1
z#k9Oy&so~9Hn>@`T)UxWBYvMvh)fUbBG6d?!y74nb7E`qq5e7OfQn7ms>J?LX&SRP
zmTA30Uz}UXWAb3RYQ<&tz&(|*9^|=|1Tg?4pS5SFGp|0@1<MWl4MXHzGG_;wbLV;h
z)44shcL7RdHep}VmF&Gn|42JeL9iyWFzAZ}*P*=cQDy~AACcahms1cxEszMfrwlfJ
zmMbho4Ih(PH32FO@3M^B!-^1U<^U#T6fV#AHM3$^eZZM}HlCq~DEg8*K#`1S@13CS
zTFu~=TrJ5MR&!)|!4B217UG+2<VC?$IzHvXq#5{85FR|-P4FAcaFzr*=rzA(G)S;H
zIYkMfkxo<9%|CQ>0`%RzN6Qx^U3hXOopeJEwLf{xd_2?JeyH@u#ab%Fye?}Juzfh?
z$Nf^k9epT=+Mf74CMT-wqRsvmzqiI`&b4WN0Br#eZ#Dp}idzPN1fgyaOc~BUIr#nK
z42XQSpYief%Ki<BLe%%Avzp9mBk<!uav;gXNPkLr+_CzV!xcnt(G|?L>ER6Q6jH(6
zZ~yXPefZA}A9%Q714#NHHR^)7Peyw@6qi;5Hg$pdIqRd*yVi*b(v!<}jz4L>BuGkX
ztB)GYiw5USHjexq)Gy7GdWqc2h<`<?H?GgeKQ|B^*<e<poSC9)Y;!giB6jmyoXwM5
z-nh@&+({*nY||T{wRN9pWJ&$>dl#BnVN#{d56>TH15q(On|^sj4d^^X+|?HHC$D}o
zT1~OJLNf!_9iJTm12g6cJjVBKU)vgecg9ukNF`v1QSM(JM%I;oCGSZF^N;?c8|ztk
zXVrVF#WV23%}4mAvxwM0C}bwveG(@!vz6rz1Ib+kd+0qllU1Pc52=Aen$<9>Gt`x)
z@=n<&t28%$NT^7+`rTlJ1#uj|W)|eZhHBiad$ZQNXS52&bN>##UFhsOwtQgRS+nnj
zWiVR}!rCqHy#Td!fjO7Z)E*3cZQYmj+k){_J<W4R_ctPpFHc8qGDh+sWj^wh_M36~
zo+Ge>{O+$PI8}U<)rEfi0YkRvA6TBBjX|#z=XP$QIgm9?9#6uH;4a?2|9bof88zuX
zUznBqo9Dws%X|Qu0{PjZlgmW;>Yb3ijmGaL_xQEGgEh<yNqa%$RvT8h0iswyu4`cG
zpDAJYrPXUc^5Tjho8ev({Eei-i+1@q8Uu8efvGF`;1cS0R$TJB`}Bjf_x!vo>Gw|j
zFwD7XJh?|_;YfhjWm<(Q8{8e>SeQ)T|GWxN*gxN-4dibE3aW<(5OIB7?u;<9R+N2U
z7w}|{#Ts|Wy#tmaXw}I#R<Exs$3M-x!d@%F<`dQsl@hn8TzM!ML!>gKSHHJdWiCk7
zM4C^lk5N{&YvX!PU~Xfi3t*19jP)twNltQ(y;`(yl#L{#(dVu2Szq#Q=naf83Z&|*
zL@&G-vYD_wjVITWp_^a57PWR8aWF#!S(>LUU;;8$B(tW^%DnB@y%g4$EjeG`fdt&F
zFOhKbgI>;+ZVHGB39Yl<`kSP|jp+C{OZeYmrxzJ>)dg|IV5dY#=X_%t{l~XqO<sB}
zMY{Wfin|?ZgG_28-=4{_qPW!#Y`Tv5-M_@b3IiCF0Epxa5f7S}YYy33RqVO35iEn}
z>v!q?v$^C+F_ab8G@Xeu^O#Ui9E-5rCLpR(zpNh|D(fyJ&P5ob9Jsz9tvkcdt?2LW
z^$8I@f#Wa<O;aPlcL#;sp$mo?DBpbt7xKyFMcBI>CQbQSL1d!GtVGojjH*)mXdzwz
z4j2CH#9OQ+1g+LsE3q{tRV29FKNu`cDDIUM7l+WtYdWR)RLPxi(cL$HZx$Kh-=Zzm
zK)WH_9r5UG#lhELe7gJkI482RywuQASChz#gjq0VINB{FEos$78&@uJmkn#7g|a$2
zr(jZE@!v17Y<P$}u9ffqO#AKpvn{wQWmXUOD#gW0n<N$ZpkiE_ZeHkR3pqfbzKu$I
zTtOTSd+qQAa3XWOKRuhIo6`AU&VI|ymt)Pwrxt#FO-&sKG%N^LRI9au8?Q3+GKO{Y
z*v(WmVgsUF$<0tB*hU3D1B|NYq2zOY9B>+eKl?vD#f>tdd6Iigk*_bji##_^-rsAM
z!`!@yXUIvh0CXym-WNF4gG1?(<9L*VM-?SuTD)r-;bc&MFsNVb7DFAPiV_xY@hCH8
zCRD`3g&}mH-SFt|;1uVtiR84`{`emJw65^zxHLz)2lK0J9C2Ti(KI1dbm{l-NhCyE
zTaRz%3bhK~ROsI@|5{HPd7DZv*IHX)<ZYWFKdA>$s0y**pz3{7j)M~c+o3IFtO`o=
z%@;JI#0|`VO>#jz;HYra+)eo9PAyQP5#cK_BdU0EkYf|_O)T6;wQrEu3l`rE!Vizv
z1q5g?C&b*;oY>Bgegm7|tUCxj0@d=<7OO?u7G?KhZcmHg87g4%%SSob);rI3=l3jl
zeB)vsXKLi+Eu{|h3C3ZSBgjfY`dK)@iqN^dSH}DDY$_Y#^trP0!x@LJ^!Ph9y|tbf
z9CSThe&hP|h)(onB1j5_FI}_zUJli94xF097<B+S*Qrl8UB8B6^iN7=G$o-)<qPLB
z{%|TvUC_)Wu3QgszA-PuX$^zCA~N7?bp_RzhHBNBP)eO9;IgN?uBHbyx~vA$q@y=a
zv3I{+P^*k2Pim$!or_&Vm)OMnQM<G84?!XNGYdaKZAiVf<tn*Q`3ekbCU4~H)15oi
zBa@@pP-A3@hS?mPp{3=k7DZcs)N-qSGxeP#?P7D^vO)|xl@FOC0b8-&WN~5C6|fj)
z3jGA8&w4;UR#=qp-n(sU+b(hn&sX%1_|jn`dp=)B5&A7#ErK0%27US9h8Y?`1_jCw
zGE@6Y*~NSx`7!93;DmWGm;GwdG)r|d%J}`o!1ba`l<sL01%K)bVZ$`Hfco6)5wc$`
z$z>Cfa!L)aPYIQ7-y%8V0ci8d;4Ub|*8`5ZdMe<SjgeD~$aeU->1t!28(icT@dC39
z>5#z9Nu#b@Wr$6TG?Ku#;KmPz?HZ&Y8sg_Z(Zpe6d-b**AxDF*buIbN1(Q8+eVeB<
z9T8Y!2jCjbv=2AEHqc9%I|qD^&UX5!P;@67v-EQ#vaK9U_w322tY)hw!;s0dB=k;H
zfk~OQ@Vh+J@2kqr{>D2qHuBal)SKF<rYiS|j04Rkh30#y=KxEBVwSA<^?HpgK#st6
zQR+>}@f8KJ3mu}n*-%;?*@nn&6%jy7Y*^4|@qsI#a^G_P$XY<mpDz$8@}Ih_@Wb0u
z&Am;fB2jRQ#biIICp5Z*&QaI34i3D8(b2u<K7YNfwh1Kyq3K8W4ub4g{huqPVejOn
zQF`ZroJUn6<gzlQE|HzpZ1jeEa`&krDDetkejVXZ|0xN*-S4BTb93jvhiS_Ul3d#n
zE&Se8GD)Bml4#pe%STSD6z8FE&)fzJD;hyU^lFIjju0qOp>Jm~rV=UYQc+wbtd?ce
zst}2<zUb2o|HNHCq~)>B<hewVZwwS&AzJetS`XJmyJv!`aOtgs^XGPXDY<7g5nj^1
z4vXSvuY0$3v`rpoEu^WPo{rQMX(1ruMt`YMSr8^7#7dXAjTp2eVqgE(F6{Xi%g&^y
z<z-^Sd&+Bi<oVY=oKDx5to~O0d&!(bXAI9UGK3OS*&0^V5|j{{dIc+nz&3K0eeY`R
z?v@_mEZ_NY94uM!#(D<7=x)YDQ`jH_!aGrBR<^#K;~SE)#0gW!7$4N-hT1p)_m(%K
zxScn4Y5V375VB7!zL2T;WEQ?ncBdKvTY@R;Us(f?aH3y|KLbj&q-KWJ`@QF49q7Wm
z$;U(gK4_NBqB=GX8s@nC$=ZBW)Ek^$pPv2pCoW~!Lf74kQi-SGvf)!cuHx&@VxzhY
zBecOBo%T1j>YgDTU)X7aTm7*3N>o8WnCVh^vK-9fM7Tf>K2Gp(=)0R%akS8ct3uZ6
z9;}^m^BwPDH4u-uyD!uHssvDYk!qv9I6M+U$4GHp-fOee>3a@#Wn@a_N?)UnUie|D
z28-BUriWaez->gz?DPU-Hu#fhP^x_boceAqM~mjxb{g-Z&p!KCYtZ(la`jPnxNSPn
z=SvpS^7wEBelLSivKZ3a>?hFRs7%8_0T<mEc)Ar|3BZ&`n6;eF?#;jW_#*l^i!AHT
z-{<4CPDnJ2w=vTQwYJaz7Q=v$R)63Xn)jISv9uZh;}xi`Rv_F(+JJY4xQLJPWu|CH
zu11?NHfv?49H+-TizX)hV>fXEF}d|_m(ax6MiD)FD<T4J`<!=n+|WqB++Fws@2t#B
zY}Uj$*pUY}nA-&BN0lIT**!>oigfO@@_lQ?iY&Z)@<_th`uN^xT^222Eo{~NtFxl{
zH1hyToQo=xCGLHp$vcnhD6c>K7OS6G*%n4iin#K8^z!*ljuSt3fKFWXlRc{tDo|D(
z;Tcg;8qJ4GUEghRCD(iwtbYf(8z>NF(A#viXLS=_?)>r~BCxj5rfE$Tf7a(fqkU4_
z^^_ofwEG<PRZlk~67T+SGk(Pn4|!ZYMw1mR1xWJzlM)_)T#{NO26?Rp*fZN+e+@4+
zm?W~K2(TPPutkuSQTlZwM!)K!4UaX<i99rTDS*uO$<(?~?^7!fK-_KRp4S19JAZZx
zgPt28x{8$B&}>UnLG+zyy!)8~bG{V-e1d}&7mQfso=xO74AE++(d?aX1x<DAGjlu4
z<-cE)BSr%J4;$mFe0YM*TF)yc=xLKZX18{g&8AW=0|pCS_90B&>OAo7nI9^wKb94k
z{SF9UHb0nxQ?Q1tQ;ztgQ|R=Z<RYY1x+TOS?>-Qgr@b|g%=h{0xOFYS55P~HWUU-q
z)GNUrQNzYRZ8UqsPoX(}H*|4Ci{W9-3NfqDwq)&=_U|!?RBpw`1VQ8s=_d-g50keV
z{rh^NG-EpQea@1P-`x}>XpIC+rYjuf5)$16H0l3(pSI9E7j=z3D+Vk)Li>~~QBA(m
zg~aNKNvu2)Fc0VbNx?^cPG^91Ji0pP5+<Wg@lX7VId&`6t}2%<x;QP;az+~EZnDs{
z3c83X{fd3{+ABXM{aD(#aAwTzp^oZ9RT{d|!xFqEMrWA1M#NA-R}#c!eIfp>^EmWD
zCHw`k`O^s7LHXLH7CSukhVP!20{1rHQEEt$U(UVyI#n&TCt+_S46DuQK`AfTyOGOa
zZb==cDxFh)sfCMK%{k@Hy&*xN#JYwN&S&nXAn-4ifir%X)XOs#tlS=RqMh_Ra4&o~
z+(^Z?qiTo@O3WxrSBz`9z4m!<ILr{MDZ2c~4wc^rs<b7LnYb5Hm0|iPo2=)=#%iP}
zkO-PxxJd+5!`+s`<#53yu2#rV;vpUJA+xzGR5mUkq{wo&r9pa9QZ_*NNol!foA*^)
zlZQCVH|M>9b(;b=5n(g1c6^`_FH=)Y_Bt=M733o~;dLn2kSn)x$-~X@-LrS!4bDsJ
zW%##QoUZSs02nu~p>vAxvk~G}Xpi81P0bP?t5m14W2m?Xd}J}DSZp-4QTYsnAF~cI
zr=<IX-ShJQ|A(@IJ?Dysbqu@xB5@9X#vHAFrZ4bT72y4l;DfK(x0<Rn>B`->%uk!n
z@nDGbB1tO~IGAPCge5c~4=>5B$o0Hs1$vq&#5JE>qBoZ9&*qIa`B^m?i?8+<hAaAw
z_TEuKo4~*?b`S@F0k-#XJ)xzm|9|KYozBY0+8YTK9jij7(qj<iP|Ar`gtIJ%z1I7(
zFeGrv;ChFo>pA(T5pq&mdp>#{+}K3Y#(Vf7)J5C_R%ZnW5esT*Q=UtM?{9#4D}}YV
zgqg@A?vhKc|NXKvL;Z-(7b6K)phUOGn%n^EJAH=j_aDGj(CD<kUS$T4{`bpV*^M)I
zLdoHvIe2=y<V9CFyxH#w4Hp0;{6k-Jy=N>?t-OStIe`T5iw8{v{=?aMk_aWo>K?)?
zG1mLoGI6w~VbGcwy^+czsBtG!r0Y&hFd~NCplZWztw-mlOnf1eSq{U0pYHOhiaf{5
z<dVelgHy58q-gDB$YJg?2>-44lt@P{89vLr87h?(P64hp`c29-?zIAUd^Dpzdcl3X
zBVb3w;N1_1Uc6kCd4<~Ll)5cc4rng<<&P*=OU|&)Y9V%_Tb%aH>~{zeUu8c_CX`J*
zl6W27)%?i>^6%W)Mu14$RO9<R;b1c8un=;2X%Zn55J2A|C!J6eHnJ_##fw=mf(9S7
zNdKRzu4AekWASn}@l)ledsd3JEy>F816F2giF1)4VYB<{)K&Y7woU4si1E|c!x2|3
zuk=ltzw6gI9>yNPrCh&1XQZQB6t{di#Rv%1lYh9jzsAO}`>3neDf3eHvsepu>;j=#
zwt5uQpg=OMcjZdg{(=GL|9*KF{&w0X<j{%+BI6t8Kvi9$mg|=g{}&U8`ELmjiNV{2
z%DgU1?B*vA&g{?it(T&QJblu&pqG?sa{d1N9@!Ja7OFX7ieTxwU0KWZk97l>$S)@4
z?;{tmgiW~68x^-NqYC=m_RN6y2ys{Fh=GmbtPPQ`K@)ZH?jJ#KasBH-+@^doNp-?t
zgdEefTXqsE+#nsW{^mPh9CHD_f2m^9`CE#**EFbN&4?^J@*|!KWE~wZ)pc}+Z$|%{
zkiSfVh$}PUvm-PKUksvBO;~R?=4VTzPIQ>h4YWX|@%go|x^GpcF6guH$v;JmuAG8A
zgM{T=`C-j)wyI!`v{U)9-Q6df-FqZgR7bXdBk*AJQ9~crOKMC7vU#ur7@~s>Y*M(e
zG<YLseqwD_B;rYg82`)n?TM9R(w*Y{f34xr)6By(zi_snqVz3K_=wyID!WN+*wT+a
z?HMXrh<`DCZ3D5sHx*6{kK$M)NIxO~UPzlA?zsN1geL$#(IbiqX69dnWfRK?wo~&5
zrYL(4d7`kFsM@)uC;UE_1}eqdfHo}h(AKjfKRMYvSPl6|gX&{V)EU4e0?*f~cnK>$
zcf^Wr*-ZU5DD5Wquy3rwnba!AAjuvGP@HAXrCJ1_p$^LV+0%`Y-kEx!<)48g!i0j-
zJvq?MF(J>X<W8cseML4Mmug9tc*%+~<wZ*_GZncbDD$^<N$z$7Rp<jKL^w{h^_~9+
zkI_@`EYHX%y67^i3z6NNPy{QGWUJ=`>KC7>1iORXNIyj8hh$wZ49^NA`1r3Ej6WDe
zRL-SX;C~cE41IXz{7kAe_u6Oktk{J`YR%QGPS$(~|0&=}h|;=YOe0Cg#rgjy8#`~O
zK;04iuo?L7<rIVxYw}(o0JrH|Djs0)JzW&@^)>_mRwT#p=JiQGSx@gs$flA4v*>LU
z+but+84v;5107R$cHvQ|ySBhsF&2;!U!>a`$hAX-&2f}AlYAOmCJDkN(z1|i4t=x5
zLr?4R!|}a$FYG?#-UzgN=Q?)ArGBYJ-Dv>oh}@$fvVI<DEO|wB*%}A?)|Cj|N2W5y
z7Y+6IFDX1&A7xHpRhb-kIQTvSUIZC0zY_mivf#Bow7dlP>0DocK6O7;i%wdK7NZhH
z09}C>(ah*?sa3yAM1UTw!PM=MdBY>pZm1Fdjtw(Ri3SCH!z%U8JwpYYKF?Hf;QNN3
zu4)@<_uz)C@`TTzD<AH_W*&&NM#FZ&!Vz&;cnm&u&7tT?x3^NwA$brX3tZ|pUSVP8
z-CX1-q;;p$@QG$tJJ~;+iT$?<VF7-4Jgxj`qY>2gwtb%w)mmC>y{@97G-&32i68%l
zPii%}tf)TVwx}2@?W}gMSYc}->-H}3K)tr!K|`Gd`&)GIhB#;ybz;KB8dM%PVyax7
zzC~Riw9xiOYw}a@PyQJ5b>9cEX%fl2@o!vPYJ$@QQY%r9iqWp!-8s=XqSu4lTI@y2
z$!eDL4avpLkF}IO8Xo7rh8SH_9@t(x$(<=Ff6a`noSk%g^3{H`>b&4V?Jb<?IldLA
z#eKvXn(8!CQ1dP7lUK58C~gr1Dx4A3CIZx_1Z}WDw_~*QvfCl6Nbuh4=3)P1Wwes^
zim$F064uSlYld~1{u8VDDLw~|?UG72M#N!1tj`oZYWd`m!8CA-6li{5zjyPs=a&5x
zfRWC*52u;(j{F<u+1JvS{fPTU8wvZe)q8TUK~@D}>{mJu&K`NvEm!JZSWc;F_{se2
zxqJ!vJ8gbJ6kViDin3t2CqeB&XHWF25R?lMZbBREujX@V#MM0Nz)<{9wUm70jkh(4
z%U8KQ3x`Bq#LF=vGU9C(vfpI$M21a+AXcdRA&>1EWjE)TMDJ7%JpLEh8-DC?uG~ld
zBPDrv)t?y3UEU+Uo_0#Q#$%Eql5?ThW~Pq-h_xMJn|yaS3hcQ+8I0@|U<J?D1JtcI
zBuJ~=og)lTJ(5TG=vJ6Y?Ev=(IJ+%>gR#BDO*OQ;KD6Dy8+3);A1<3qk{-BIxxw*C
zQbX~jCXRu@=^bO@C+P{5bAZQaip?A<+f(NhMgBHTxsdL7!ABA>7xguWwT$yX!WNc&
zsx@(I;;6Lhy$qSS#QdtQz{kP(9;rXuNSs427O#6xFI(=YeNrAMKFb6%gPbA&&aS&F
zKkPYFtmhQ9$}jL-zCV)VtPK{3jN{x`*_*kKT8Ar^P|(2}_Jd$DCG6b^jtULWvQ1m{
za(WpI3KtRs)!id(RJq4!0P`9!4vW-*Gi`U)pzL#VbZsYo64~d0<8LC|wSL*RYbcFO
zx<I^QoAs{T*9L1gNA}G{h^_?91XXLo8R7(sB7*^QX_?WmV-mJyq4-Ed3v$MKPofr9
z+Divp((&xR#smk<xwk$RZ1`^eIs2M*2yir8s3cnh?-svLG_aD@UdgKhp_Xx)DeL{O
zQ~r|__^YJ~I*mhppn3Gjo39$)%cv6-HBU{CfoK$@-HFZj1k2A%@~#5&++=aiPDe`!
zJ~xe$DP`vphrg<OPS*|_YWJdSj<s^?{q{#~4xrhSMhMbQZP!#VcXfgBqY}2risTd9
zgf=<U1nx0E;sM)iXs`708R~LqRvYZ*9h3AkT*Cjv=KY5HXN4E=AL#<I#0a#3pi1}O
zznaato0KZuZ>AM+-Wnn|QN$ed`VMLY-2)ZH);mu-MHe1iHddV{Jb5-nc$kVXirb*A
z!uQ(dT8~;9i6fBWeZ&=qXW4_Tw^xs7*D~g?Kf4;Ui2EGf;ccWRM!D+XKz$z){813q
z=OKL)yXp5}E$Y%&Xn+@y`-Z0w6N-D`Qpf|2W=>T4&<ExpC4k;=BYeL<bZd7?inLn5
zgFP82g$F5ubspr41y}xDd#>Y;BY;ErUE66S=lb^rE_3g_Xw9dlHr}?eYw~MuD*_N^
zYtrUsP7h{%UrsddTVNqUk*1%S=UZvxy*1^62TVGM-Q<xUnx%MB+o<7Q<bKTinSGCL
zs}$Vv+x#|#-=I`WSErC5pw^_>f4p{?Te!-LE<LRE8y*m`O)5w|+ShZ9*Fp0C1dmPz
z!7<Fy!h>bg4$_sn(7o>M*DrxMxJ-{ix*W}MqSf&Acc$eO{)`%EcIh1`T1!Jr!v5et
zBjGALO!C=q=JAnjATOk`KV^ly2Ro(Am5>b;D#<h3pEJvMUk@#~8={g?xLiTbPz!b-
zU#h(4eH}oKR3<h5)hl&63!C=wuFj`a>{&ssM>I$31P1Sx7mM~?HJ3HTXTm9Lhk{+N
zDj|-QxzZNoR8lx?0Z*}-Y5RNlkCwL!Q2maqy*~eT7C2i<lT`&wD3MkW->P$%Mx~E)
zN)Rvko~@I=twX*-o<u`fJ7WWk_>Zn<PGJFM)DKSrPcpcfal9qc(oYf?QPngnJjb_Y
z(ON-$AcbJipQTEV?h*^e{5fhOo~#%=nbpQL;WdvB>mLn?^(wl<vo$fu+`7Ac@7nmJ
z4(SO_0pQD>&Xu2HnReDnIXI2b8-J|1^X#{fcP?Hrs;)7l)D~=BhQ7R9{#$f*az9wr
zy?~kj+V`!oYU$%gs}-*A&H1z^RX91O3S7^GS!_q2dAZb(yFN{jY1D@hcS^)0SYCtK
z?odje0dnu3tgD;Jg0pz#yYnFhmpW>|GSJOol-Ds0f;VM;SpUYIH{<sRbp2!#)s7pU
zMX#0&#_pXU^1@w=Bwad6?FBtX!{Ks`1RznIOa5*W*d8nC%^zL|QH}wp7ySCJu4Uvn
zxtcwI0DEZ)E`~wQ*tU#f0@VoMJgr*&nmw;QiM>C8O}Qwd2z@S6)Vu#65B{Ac3zJPj
zg0IU@hx~b>CfCpGg+HG8Ln{Mf@IK{UdPJIpx#@e6Ed8Ifyvnk&kMulU?k7WEs_a{j
z76zk1Ef7Qn0_`A>BXVv0`~ROJ7$WXAI0CUw!p=$-x`a9^3TZ0J{!tYKB!gvYbAY{b
znA>dupMO*k@K<{p%Cr9jE^*=dwbA<vCOaiy`Dc3wFMa5L?4ng!R>+_H;wi!bjJ11J
z_#oFBtv-h&gE#tlNjhrDp&BHI3`w2D=xK<2l=gZ$c?u~H>Wwy<MRq4v6^y(siRCp#
zvdSU0+M&U=3TNI7>o?LS@_)2^`2O_dXzmzmCX$h$mNgFpyDiy*Cas98Ivb}h3o9=s
z=)x#Xa&zG#rbH;_DPUJ3b`~uf5l5U0$i%s^D`7?%2HF4bvEv&0c6cgsEv<aCWzuaZ
zQWflw1r5sbh`Qcu=TjYs+z}U#CZb+Z5kKrkJHm4rS%C3eGaJXRbHb%<a@05fboqL(
zA|Wg>F}gR*B6=*td_+fV4@;_;aBg2ZdGew+T-cE)KX;krL@iG7vlfb&<7OXo<82Mc
z@bbTN6R&Lgg1QX=@8yBZ$U2+5mA&{x39j?Ofr79%4;G||m`NFx%XOSVNfbU<b`wr3
zuTK@W$Ng2*<vEGb5VB7(%hwh}z^#`yPtCb;YBLL@-^`KS;&*ckgHadriZV^0!%HA)
zfwjn2j~$J1XVF-Z*><J*`|EvCt|_qY|1TOFnLf|k@D{^<ub3(={i`bj7kDE@<5Dpm
zY-E|gQrT69@*+}_+Knd{%tUZ-fk97&QN&~1S&Qv^<kG)tFmY^k_^b&EytZ;n`21Uk
z=#yFq{nJG6!Y?JG9cnMkfd-HQ=F;4bVBW=_CSdcHY7X<{JD?OW)<VZEImm8?+M8q`
zDER%2MtOXqZL(TL_$Tne?vkY!Xp(r6kwPqn8YaQtf{x#T+>4Ilx7x4QKCV92D{KG#
zz>HJ>fxb1w2zY0U$7p=*r%4Fg2a7;U2XEw;-g48%yDwlCD%NwEmJLG&E+pAjPt5rp
zQod9w<QB8W)enwIn>p<mV}y&!vnkq9H%#_Qv^^nJL-Onacr63Xc*E|c`Hc<mX^`iG
zzPENk<hbY<vCK5_0LJKR#MPG&>47nA{OX>aPuG4&No{~J3=9DE5iz90Y3d#R-ZZvk
zkt!e?jv+sD5ARF7!URT4P+~hMN)AAG79yt`DoR|O)LW2x58sIs$kIqC<g*A)SaZ1a
zdFHm}qteo5RMRApkU2|rid7fUB()pR4AF0qoi}bZVahcz_<16z)8W#1C+j2cG~+5Q
z@vX1@&c3l3B{77mB>tU9zo}xb48j_$So2kJ4Ie&7Ou-R@Ktl}J|LH_)AA3sB<t}cR
zO&;rLA1?!#RRFQ{A?~e`O$c{Z3wBd8+I9Y$7pK_*;CHes-&N)I6I(6!$M_zRl@m0`
zjxHsi$)bH`xNTd_Jz9kc+#pvmEj7XRU(l6=C)IIuZrzRzZ({&`N%;i9=6;Sw6BR@_
zHX@ZDYlxI}^HmH_mZ`4S=y(Vp>ab6rWefwZEQ%b$q%8ywPiLB=!T;1SJFsmEqQLjF
zZdg|??|twCW;w`<_P{r%F=s0HT0b!Z%OvrHL^iWGxKuvltR$+jPqyvB<lg@I!Q(^T
z;40YWj)wk$5K+$JfnM|<2a}?hq9^tq8!pVBf))P{e-ZQrISQ@FSd%NH_`w@Z9$}df
z59bxZc|0B$bv2AwTze2OanPh@NS9`y4~V|93lWF@`=!+)@YZ&=(HH4N)WqKPFSS%K
z15-buR05!1UodA{@^V1^<HfUXKvM*o!^+|Pee*WPq0+`A#ky-5pyjq5WCNsvj~wEj
zp;KWkvW{Mq>4s;V^Ft1blN$97+)T8t3mbb?OQ{6>VD5S=hpOz#7zGvKMY}^mik3=T
za!m7J$mR&IX$%b0h&M{fRd>|8zk{&_KZZVI-B2$|^KgRfXg+}_%LC}V+oa^#q29aI
z0+sn|dy2rmj$FsAuQ}YgtnksCE$NxA_K!3jM5WDpNk`80PX`;#r?8rnLie?D2!FQh
zz7y$#U(RGl_S5bO%`jj~m$kUgul%f-AMv%I?fdv8(L&13pQ%NnunpOx){3R|xy=rl
zjVc5o?VE7yvgAECM`ISL*!$ch{Rs#d;1h+Y>+I8NI@azYCV!KF>wu4ydXGoIpM>HM
z_>98xirmlx+=B=J9qCyPP5*q=8sL%3dX}w1VFwo8%OqCM5l3oKVMLaLt^RV@o1$eK
zvwiw4m5z(KszdtKnw-4Lv;ZX{@O!6pYfZ5@R4!+CR`POvX-0}b8leVqoDL)AW5r!1
zlk~(rF8M6~Mg)GN34AbZe}ht`O=J9FMvwsIdH`MSf5rCR0s0#OXVyius@;~JCC%_(
z!YcP|uo(p1^p7^Vwi?d4@zdzU(ek%h6Ny~$_leFBpi0YDWqUsIrqNKVCY5<{H)ly=
z<8FuZsZ#Qk3VE75n&-qyPb|Inz{GzvEoTT`monQkf|icrE8JcF>0STpi|7=oy8-w7
z_ABrJ+*z`j&>JEoromz;F{y6*X|$1$sNa*?P5KqH`$uXm(!9H4VY17envvY*>n^v_
zczb(>bK)SmQ<|tE0r5V{fpBAo^UKnH4qx1VD+#z{B79hbHr0b=o~hriOai;+%Erqj
z%?_lEgl|hDz!Y(0a&K0<SCRqPj@X%UHBqzINC1{GJi6sw<7nbfsw_aA{mHZ#znlo3
zSB{TCzHhQ-3b3?#meT&MV$<vy@AQbOm-qPM3zQ~P_3g|0|FMcXApc|~5p?NK#JfB<
zvyH-Y=~o|arCS`hi8FBK)5Xo*e@6+X^^Y*J^hapsRDIpNk;?8E@1I20ZuXg1j$L9J
zwP&H|$!nYUMEP-)yCp0SI*0-o4oYOGSWOo_dgknJ@+$M&YSnu)jAo`J5#tGTDK_3u
zy4R0n286RuUm4$czkS$X%yErbdN+<H&2muD)NjA-i3hp%T-dgMYlfwGGT@^}6Uhwm
zb0yn{`cR;W$OX<hMR8v_s+!w8j@Dp<p=qn_dRGH48jA1dqe1iT3~eq6zUJWSG2=BC
zXl^uWN9z^<l#&}nEmDL#qQ-<P-ZqY)ZchlYO&R<7vrwQ%^rRA!igh|g>Joo(gUSOv
z;u&to3Q1(_<G!b~T2{&T1A4u^F@bKWDXzaL-ruq1khAJ){0L*E3uoMlI5>s7Ubbu*
zaFEzI;`WlJeiwu!!lnH%7eHP-B@bhRZ^`5oLsS`~q%l3vUMbBsw3wZcTE(F?LsY=G
zgsI_arA|MtKtMD+z@*u&Q=R}dwzKPs6(^u8x-NZi3kU}tu6NA{=^#f_)~>I<3^kcO
z)&l~S4BrEhK5-o6w2guI>y>P+P)dOTQl@k7Eh!Ed>V$ybwS|Z8_ZwJSXX{UVnd@{d
zxm$kNY@5{}x)iYBe-StPYMftnn_uePbi*F_lL+Lg$yzH2Q$v*_y5*`V#+wLnsH5>n
z9TuxP%CsSXV3t&IKCmr4{LG}2MMk6w9KhL;OVF>TMlqvK$1RnOw$!wba<doIvW_+Q
zy`x3*fx!#n&zn&NiGf~`j$%HHF5dXJ)UK*iM>p?BKvdPk0i@9TVpWF0zRDJ|Y}CaN
zo$Ns`;P{Y-*wsVHO%G8r0Rq=eo1N2P+}FTGJq4Gx*53_G6{Ow?PkU9L0x+z+Gm&(B
zpz6~so7V}B-WDGc@#AFjoJUY{n{v@VdR};0gj&Mfw<T$L;i0<Fvu{ua;RXgsS^Qnv
zvLb=9fRYHG##O!P3Qw4Pdbjd@SD;hxRvhx&Ul;d}vDvLJdLAjp2P$7%!H>hI{sj!~
zkn|h?lJZdXqQLd|_&0cy-{t8;rOl#N0LF0esjwcAYzlqm&g=g1F-PZoAE^YB_VUex
zK0nB146NNS#wZrF_!4@2EkQH?kM)mcfqe@MfAoTXB9JgaNV%^McQ{R={6ZMAYP`Qr
zqF}x3lh|la(760mw9nyRmHw%+1DkZj5Rl(%AL}eiIavQ820U{@B9qeyNGSg@pVpmM
zkqo~{fs}Z1{(4p9L~d;u$qf<yu46X}3%i8fH7^Eh7gy}cjP)Ze@a|@P#_x0M0)jct
zBY6|dRQ@cDeU&&~{`B?B3?`oR>3Hb_#emle><)VV=|BQ_Eb#dP?4fBz3J*@5d~mgZ
zaCx9~;GhJgxy^d+qTSq&%t-4Def<H2B!CM4`{nG%wuRjUa87@@RoAhM#1*@M`}T8O
z@)5TLs#F811dI9ctQ~JL`4Ves!2HFXp_pa)N2H95oDmp!fQt^L%j<k?bpQ_hr3`j%
zvFsx#JOHh<YcnGePS2+?v{x2y-?)H%8lJn0)%um~oNomAqJ~!YOnB4%Aw&gT3acyt
zaM#;XGsk<||F2bZWUFI{s9+H66@!(UUiY_9iR2L_fSf?Mp%*|<VAOAF=ZTCG+62l)
z@PHs~6-(X1{%XVdyzV2O=q=3tZINC-bQh}(vs42@VGvS0nnw5EOisOBBGv=(<hgF3
zylZtFdqUouseN=HP4`+sT;i2t!IgFLW=J*PZ(YOeQY5LCkG`cpCm}K0m&6BvBeC(_
z!C3vfweA@clO6F-yFGh>=Y{nbll0yQH@(T>5nZ4l$-;M=rE!jyoi^V?xxP$xnDczn
zJ*$2XtQ?0G2WSnCfia-o$tUt{Mz!#Dy<z{rf$bs#I4zz}rx9})l<Og1^zTS~v6Oh<
z;js<yQYZ<{XO?-<+70XY#3=26(kt)GD`tTWCvhBkPDI>jY0^;%c=8@zIz(ODSWG-~
zA%f%H4Ae>iVql<(q1jcftJF;q<@n(@L-Ey4i^F3pbK#JdIvcWv-*E2j4CBa%;*bck
zZG4&zN&lUogameJd3V>ZWE`H<|CHTw-)te-H?`G6`0|g72HAri&_$x^3XP}TT?F0z
zcD#TOp!vC$I3#q3SE{sZSwy@ir8svyf*Mcr#ph-u|1+?di&f^H0&o`#UvFeeC$2iY
zo|1kP(1FZ)g)n^ft5)a@X{~n!rjLF#Ymy_CBUYkt=?e9cpJ+W6{qoV0jk`3*h}#NA
z;|<}0T<-3$dkp>W;t%|s^=yleE{X6KR_{!}jlTqIXfk&DY3VGvkBQWnetzpbimISz
z9ok>Z^YQHH`SkEMQ5($aBfdi_bCXN>lxcsd;ZVw`{AR{S8$&o|eMQ8C^T55_5frp<
zn@q-RfsI)i?IXUp6|pV$>tKMCybyUO{tJF*y>He;9XU%neDA<0aOtD)2AYG*VJ|<(
zr{EfRwVw2XR!7$>)<8B)@&6um?AOx!YNm4VnC4$|PS51bQQm*K?RiNN?~-E{9|w=r
zByP1%Vwxh1l|c?C^$h1&aDEnrOz~BgE&EU3>dXSCJ9S0%?BhxK<blhH#^sK41AzdC
zxMP}&4m8z1J`pbg{1Tt>z13?ik17-+><%_}iM!F$i@L-pAJp7g`$H1^s~dTmtk>ix
z{%Yjvlz|IIfQ*VZndv$4tU#ZSJ~5P%RWTb9WmF})nSx6`V1R`8l&a_-Jpur^O4zmC
z#bBYYI{ObYSRQ!OCHwsQONRXf?7sy=2h>=qU)00x+O1{Y%--r+*#INAbXjGL!maP>
zqQJ+@O$#Zu4E~U@%6>kaZlbrvJ+!`l1#PK0;7snOeA}SJ;30ZY*^`*?>-Z{uU^vKY
zOc4XIW&8ERImgPVczbkW`rVuB|G)bcezgkcfEYer+hAj*Fi4M&I`>)XO+gjjaNqSL
zk;qs$WT0yC_fTU4Xr&Cp``EV}-~GLWL=K%^4vygVCU%co=3QMv|LQN91tF!})i#!5
z-pgbjp9tiL|NBK#Sl|A*6f7h8W0f>V270}ok(02EloA8Ml%}pM0j7;|9`);Qh>x29
zqSJU$*aZ_6&PV9;Yg{w^DN1bU#I3H$!8S$v>e|i3NBL*{*=wGl93x1Y(zqCZ=!xf>
z!O|)yGT`u5j!(e<f}i$u;%{?}8M7JKNHo*|LWcfEN)=onU@*@v^PMq7FDiYcvcL7y
zxi0DXC?&pTiP(+ruBHepk!~9n^9{B619*)|9I-B3I)g6%G<`aFl9m~JEt{b)1eXvH
z0*SQBYA~gFtYc?v)U~XR*g0hNB~UK~62~L>u4`o`XXmZ)V69A$hRoDq;_ze>#hZ0C
z?M{%-|Eh6-CXGIm<8f!zKZEOq`_0D21y~gFY*<yB{bLg&_)@9K3@O9m=F35GgOKPH
zcMF)jaokUKH1FiV2|XnA4#G<!mp&JsAHH9Zt-XBOVc}}0;{M@~_kUk$13$Z=+;T?8
zKk@h5$ux;u0Oi|`_<?^L1!@Ey8kGc*yAS)FPhy>vIo7UNSg8^pB8h(|6|Aj7Jg)xt
zOFQ?-YaOaxNw8`vh}i#x;!Kt)J%TkjJ-2O=+lky`Z0648#Txw<flBkndFupy-lRar
zEsQ!vWRZ`H;j=ezzUP%~`9ozzL#1;Aja6}$gWhWk9B4;rh-?`(UTl<HlF&UCbz#`O
zXC#~~tyhnl3l7Ht2KsB;Mxy-mYC+bRq#=q5=}^c0Ca+})h!3x+h#m1Uq1b{Xi&di)
zfKs{4>H8&D1E2V*?5&FL&TTh}rwe9*nBFbyeu;+d!+Bn+rMGTdFhcqQ_;!DMe`A^O
z6CC(>W9JG6<o9MdL<!@(6uPc-Z1#~9I+X)o7YbK0;_}dd%qydYXxdl^2iOay7og-d
zhmo7_-bKD!D%$o%95Rz1r~NpQk&-7u<k@O=M4wyN9KDk)$2i<O04?{XIi2@SCY}?g
zUF)@4X&ov|)SV-W5}GT#%i<gmbhm|UveS^^F%prIN#7D%w``7gto)3K`tbc*Lu1mB
zw*3eZ58TG)rFR_PmY7CD=>}x4rS~RQRl;omLK2gHVwzpiH=JC-rG$bGpYUTqsc7{z
ztMARC%ApTcbx752j2Cz?$v<>u-ibBurw_PbUqlfkfLV1p?buFeztK3EalI3I3?${k
z1lL*cb+>}>ro0obTy}gMPXVaS{?z35`(y5Aaox(PczkzR$sg~TM<eX#N8KzzqyH)~
z+W5dz|8|unj|D$#zjt&5USIOG>up7WQI{(@D>B<1w#%r)D*Mh&Uxd$e;!ZnishDs=
zTnj!^S}4m76puY;UX}bss0X*^2Nc4}aR1PhIMJ^Qw30cv!}7ljfN$WJ-VM26iV%ur
zi*yXE-Lxj*=OlL`i{$Ul>E8o1`=i5sXh#+|>Am#hb`hxGP8}Z_3>|YbRDF1ATS%wi
z)Sb5mHr3D0UuhF@Kb*S_>9gAFL=2HJ|1(Ly%>=5LR{8>p|Kel-1_Wm}e@fEyniVnW
zoSCAS4JJRId6!n|_?fsqZ3>{d7jg{_DvsbrahTpcGUJ1VfY!pM+dhgU(?+(&-Z;-A
z?q}C>E2xOe;V%R)Xej3f!Fj-{=oksM+;tkeei+Y&Ccd^lpOLCoyDN-S?_e;ktaJ@4
zJH(7p+>mPW?@ULoI;_y{38t_IAlzK!H=<x)6SU^R18IG3tmF8Gj6>^pRhNkl$haui
z1HahCY`<Z@_cqKtzOpiPwLW&^K~i$w3Wg_6rhZ!hh6`}Uw<OOW2JgSEzD+U%EuG<^
z=wB90dkyF6KzPPT-NC978#_8!_*`)B1zh;eh>7H;-~`&kt$%~Tm7cFTG56BbcP(6$
zR%`*haQiQphyaXkKb>cH@9$6vc+j+t(%V+AZX)zU3YTtJv!N7eo2*mt#XO7G(t?7E
zdr_|c$I*2LG?g}8cWvt`@+t~SNmgkp0xC^uv4VgY1?eTLpmb5Gq209r79i3Egs2Ee
zjdX#KEHwf`q&Fe-mOvmOz3lh!{Utz>`;?hEbLJelR}6A0ITAhc`iyTc3|0DzEK%~-
zaUwE*Yd_E8;#<k1YeD@_TSh4(ljtW%<E|HFKXxfw@L7MpRm4|j3p=Kss>B=5y+x4W
z!rvR)Y_88fI@2dtoZ+4*Tn4HbfT{q|hdPU1y?M1H9hM^N7v1<ddE8QI53>U<tSXCs
zcUl{G3VgryDWXAOA~YN(oD%A8XodP*w)ALog)>-2`lHGWm>-rpZ7LSzixL4h(y&NP
z%9as~3?W9v=zOW%Xt~L)oLZWzMQhNjx;CL~l^Wg@#Gb>26-dn7mrl0YtR^_-#_^$M
zIIPM+-Oci9OOXjyfA7)c|F&He|H*Th3#Aco+S)GJM5FN7D$jup)iw#uHW}%}CP9|A
z0GLcv;?xAXcqiYbREx|o|JMq~6aLUh)V0fc*`?Tx&d`ro{1h5;{mq@U3pvx1raVfQ
zXqHykGIjq=L~Si=<-WY;Sr!y)EFBu8Jq--pVYx-3Pb=ie&(avV7NQ8K;{U>Vr|+Ad
z!s&rfm@zD`cXB?gJ?rDL<NN|9&y4*JTsYV2p7nV!9`*}T8Hb$<ToBZI^ZOUgpeahM
z{#ty&GSITE=?}UpB9G5PTC4l%9Eu=IjaoDrc+d%u2+oBfJ;P#Ka4*ENT<eesKJ=2N
z6W)Eh7C)r9;DoFMJifl<rWtS3L%gKw`amMmI(Kin0Jxa_;2&>kkp_3b{)pSkuT{rY
z@snbd;Bc9gig@h%sp+o-Y6Jm#C~~CnGu-?YfLJ=zOo*H>c`1Ndppv&>!&Dw}zqvKw
zG}N9V{hb!Xs#?Mu);((t@G8%>G1NO@PtGKV`Ib1NFSnycCS@p<QJp7DQ%>7u%499(
z=+hofyBX1>?&}AZJ!^MacrM?Iehl)FFy>>lPZ3D|n0sNjp=oTT_c_xF0z&F(%6)$-
zbNBC>G^D<!qMH!Q=&8?<_;&QXJn5z3`6SYD{V4kVfEl;bO2EdTd~N}KL#>#^AOFGi
znT@5<@6W0sYrWQnG6%6_{|GF9`|y%bxt%zgGjEwgrH@}}&UMYV6%C4_jL3<`(h-lj
zM1f{#GOa=>Gd6bZJ}fHr%MH38LhzWlZWL7=*HIx>&s{a{8;=s%4Er5rpTE(5k}irQ
zQDa+(W8`LvbcB&VBE}DHxdBfmFmEPucyiz(&5OF0eP5?SKc~my*Am~ThEi-)ADS7I
zws<q=SbgQ!t%)@bb@9w$qs)0|XxjFZM^VK780hFq&gu0z{v9nR7YDk)8OxZiT=T{C
ze|wOL%;F176K!1Hh2$JgYNp=m_W)`JnDV&<LV!%nTr1=f|9J1D@nLRno-_2YiGa|z
za7qbG0Egb8oHK+r^7nX?gc^!Xd^bFY0VCZmxrC=P<4)u^vOCgbZ9m>yO7^TIrZEge
z{LQn~cN4y>bOEd-#?=L*9Il5<VaD%m(v^z1`ZL1KxY*CHB#-ZMMF~p*MNr3d+zOHX
zI!~vdi|0f`zw;%W{W1rZvsHvlP|&+tJ7DO^Px7vn&Ht|P_jC7Gve4s$L?~}}baW!?
zRAwD-RN$~I6Sns8aC_>s%vVgu2m>Ih4yeqHoqIZQM#NIdw==$4nLuRvFYdL+4{A2X
z@Yv=52{ACfF!t5qFq;e5<+=NBtpf9ai9AOp7GL)XBSzE8exx5h?P7qS25cf<tA4oR
zC#xK(AA7b)BQi_uFjOR;|2<KvqvT%vaWi31hl8x*z3%?|{<4Po-YTE<&VY0gz!G*Y
ziA5jc@BG11d#9-`Y{WKz?GG{g8Z%R8m5|4nD2&kP;|Myl?UQe9$f)+?JTyz~OYE^l
zzRi!c17^x`a_Sr!S_xvM&i_o(3Cmu{qzBCN*o9kUX}hTSBi|G*D+v_i*;lp{*v^}`
zFUw&YuEiVA-?uF?DU?eKK{SefVVmq?Tc5mLN)cYcncnpQf_)vXnQeOI$<Yb^(*-RG
z7Hy7;LZwMXiYT2J238pX9$c$k-`oZ5uYG`i!8Gh9e^r?JS{*NS&m@(@a4!G)#F+s}
zb8`$lKZAP-?JSXf>nRAV@pv1>s#goPmf4S9O^4{6yTLGXP&l1Wzw}0H0m{i%*qh(j
zAG^`>InzHT=nZ}CGOOctHYWf3Qe79HX}k?j3}M2>j$qj1pdG^bPVDG1AtY_ndC&@R
zRl5`hm80MKW>P%JA}+NQn{e~vat`cz-_UhBAsm`YFmKDUD(HFWMYxttN`!%?0q9!~
zHiCpnrKKfALWEBy0IJ+G^R^!#VS4BzTO#Qrf6$a;yqIBoBr}KWWwxu>M?n4sM)LGN
zP#><J_ChL054Otn&H-Mn*EN$TS0+zVrLL!!cPPPbU^jaaL$@v84RS2fjgMG99MbFm
z8$A21a;wOBt)-3Vo&cC!f9iCb`H6>Bx**=7D?#q}d>o)9_1yX4>_WtS=Ra?OOZ?S)
zJbp5gVMjFGeYkL%X(K=~jI5fwkCkQUT#r2w`N<+B!GD4mblf+e-FF$=@S*+2u{toO
z6{5=T+$#aN*xTT~3DR3>0qKgmoE&1lfNEdqem$G|xBFW{=RSu*L0wYe2NQ+vYWLm>
zLrVMPzWxYg-lW&?P@xWfX=&qojz@;Ita;TXY&0B(@bLL>+f%}c=T?0mGQ@Cl0O2TN
z3Dm8>Aiy0*?alcc?Y;_}k%DiH@CbfRw0@o!d_ySq;7}J7V-_5r7X?a(K;E8n$s#uq
zf2I_f#6FwqMwc8dCZ(NOPKWJn;AyJ6td-1xZVvnp0I;hW>X`0vUdy!`^CTBj>~oj`
zrWpqTXf#bOgJ&Nw^8&hAi}j#6TtLhLZj0EtP{cF9XMFyCm;-JD#pmxfEn!SI(jrOF
zx@FVD?5SyrV!(&r1;CneDHHmpLTLt6F0KGGVys=^yIwBkpmOL7(9W<f8CvffZI!wt
z25N%1)(a|JyNviYB%dc|ZDQ2@BZ1h!17&SaYMQk5m%|5cF8C)Ir9T8<f8U`6e)7S_
zt{%4dstg29bWW13jc0eJVw=!0v-AbQef<hMme;rTC)bc)P&v*YVR`+_*hDK3hQ)C?
z5P+1`Fe<Hekn2aQUG1ql1M1*g(8q^|?-nuTA1Z~F40|EQ!28+)ECH-0Rn2kG`NsP{
zgJlr@-vs*@N@wX50T*J2byibtZi{OUDTT-yBL4o0FRx;_&Y%ec>4G^7ZCOOt<Wi}R
ze)6+5{HXz_O1Q<dbeh+C`Ya4r6dDb#_ZQYAYs*C!s{S2gcYrTO1<J7vz;qp~bEU<@
zA!dJp^0jVQ&t$#*V$M;=MeGvv)q^%W9V*Nk$H`C~+sQnzZl0p(Rf=F){^XXh0R3LT
zjjPK{hbVZ_1!WV`cdT5L6c;-MwJJ#6km{Hr?^uzhj7jU+fuW_kZ%^TFK(>zy9(g=K
zxH?>e<qkxXF7>FTxm4G>5LW9SHk@kh4<s95X5v42r)O>M?%m|6P$WKCDq%gqFaZWU
zv8kZ0H{T~*z)`~y8Rv4X1lZ3|<>Bs<$^AoyXcf%eB3GmN66wbi4fLw#5Pyy*p8cMs
zwy^j-P1aJKZ1G15rnKLju%W*qMfSvQoDB(oH_KE+a(C*a&zwc=1#-aDq7<aT2DW9q
zYQT@BCZ~}2$(M0js!M<n1a&f^50k<1HCBQBn4R9(pSlmV9Gnb2o&%6@{P4cwC&t#N
z4qIBnXQX34Ih#f9@YfUR+hrJbw;YJjYlPB~+99U@%lpW}HPK&A!Uq)x{c-}In-L9^
z&BVy#{!@oH4Rx?kjiH9x1ah&L@P>7^^vW15WStu(0b7~*Ly8kFMrs0qaxCh2g0&Se
zc|!%{w8th_a#H(UF-8W_uLC0J0&)_581?S7b+~s&+27?@of`5)@9if$U;F!JowN?w
zduVbLF*xk*@m*RCZ=e=rW7JH7mo5_mNC+?)nu9;x^TG|(8iW6K#q{W*jNqJ<!oHik
zZYmpy;HxJEtrQ2huczv3fiv`6^wB<U!gj0m&Yg+6s_9$0AoE4@m3eAltPzDyb=EmG
zj{Ct2nbG@KbAM>j<n&}aT#tL8uaQ>pW&`babw)%<=fR9MPZh=t0-AyGj*Zk9qToWr
zmG#y3#C`o2{Wu>e477nb)Q25cR0_M$)TzhG8t--`)7aY0;UHgi^;k-8rogy9Gie$A
zU%X_#Y<%*qdxj)#2Xfq0=4q;Wj)Ti(Z%Wx1PI2k5s~@J20ON^a0+T$i;B^qFj-&nO
zg{hl$u39UbIMKt->Yje5K|fat`6>nNTo>&#gDCsnTZV@3j6hfPO7kU5?EsWmNf;Br
z&R`9p)!{d(Hv`(uO!PoDV;Hw6;Yr~yg)(k%WHL?S3%Jqhr5*x)3RZsy&T0Gev{U$k
z6M#X~KNqn*Nb$B>deF7O2)!Aj-+`sxhQ*3wWJyO*27-Wbx?6mU-xa4=M8&!FwK8u<
z_i}2R5%FOL*F;at#v5ORCFChnC)&mL{Go5DoAw%KLhD!FrxK^J96PsxmRa<o2ufUm
zV4LvmD}+Op!>1#Vi>^q<6?y*!C2(_Xa<K}3YTp6i$Lw72!jb!qGSCpI<5ljGzsE!V
z?ib1CL+U88@n2gUCh<fRa5CQ|cdp=*P>4@=>u9mMlM~x7{w-@&+Djg&ETm37Vk@62
zQ{(^Q<24(lMvv7b2SvS!iSJIl+jmvKD)oGlbzIMU_IjU6L_b=m!$tOZrq6*E(PkM`
z>O64~7l4b**Hl-eD8mLTZMGxC2Ma1u$FIW$Irpy_hHtSBwh<pZj?x|Y5V?yHGMNPA
zKB?rk*<TQj`x}j{+RIXZQ(-Wd1@&yS15I*<&E3bAm5JVAz-TliV4fZbe0OqO!V_^H
zE8@G~cqPHHWYN6**zYFM)m^`8GYp97!o!RAPBmmHJ-kwQ$v2Ut2q*!BT`W)+6dqP}
z`>@XWM?>gQ2+*TMo-zC>r^QQEh=*#Gqp+#&7E*FVDx}q2XiMtFF4fzVJi7QYk;G9<
zAdH!72cMrVT!>QLxD(u=N>|IY;U#>(yx1YWuu;SLHVS?s-Sh5W9>Aro!aLkUk}7<u
zaW_K3_P9UXJW^@w5jimZN&n!_bz(d}eH5>(90yS~A6(tC^6Y5uE)b#N;mregC_v$L
zuEF5^LK+3sO|}V4BXlj|nw73`e|Z!bm)HeR7csg|*BW7|t)LrN%~;j7tfZ5KL46rq
zk!;lTfTz~=^n;fW9q<j3vUf(RY!vT_c&vSlabXoPOA(_<_OG+%bu?FTIm4?crJ>FJ
zK^kU$+Fp0(DXMD}Q2ybo;nj<3%atZcqG&xH1UgLi-<+d9Cp%1xdjpOTB3n+>nGoW1
z@x|;VSoz&4|Nn&+o#;Dn++De5R?)c6__r<qrUJpPA3b`Yk;%dA7Q(TXjKzU6&hXEv
z^_yGZ5wFhe5XLvww5sy8_VfE;I@%XhcwLfu$%0z*KTbQ{05IP_r=59#xv;d|c#%9V
zs5`M88#CW4>^SlJ?4)VMKj#**Ab$OCu&2J_phi5FcFXtGi37^p>|^{=4)#9oyO8!=
zCC(trJ0{-R5b!VoNbHg8>g8A(r>D!z%_RYYDhF-v46dHwin!ZYk*iha>?3<e$~AQV
z7L~LlQcLs-F|sw-j)13ip4yUA_naUf=*v=<2bX{3@ORskFExoT5~)#ALmquPE(oit
zc$kGl?dK<UZ&ap&ex_GG-6TCD=zI4JhXt`y($6XPwC3y~4%zz4uiGZC5X+vo%%&TG
zlyFnffxiSnc~t$BM=kzAl30%&k_%`raKi%Inw)k!-0Q+%q9Pgwgx>cY#&1k0f-%t_
zqKU|x`~M6~N@o?uVVu`la}N`NCjK|^TsU>G#pYb5(PJI^V|}w&h;BS%>Ns5FV<vsj
zYwcbFNFN)-=Vwd4OgW=i;`_A$SMGnhB#R7ORt4g`jjy$N2i{x_P?7>)pY?uu;`eI?
z0?+B^95_|2r|{yafqc~0jY&sZC|C{qzUJmbSk^#Q1ZP9KXGrd(<_C(Oa>@845ba6J
zqB3aIy?X|O#Z{)b7{hMOxw^FT+SFof6|{Q{W|W$J;_hP|D2Pa|&4@Q+D&jL2sOG)e
z4b)=f<V}HLhuYc~QNSL{aLs;}AwQ+=O^#e-l(<tn@ql6oPbtxmsE$Zzl!qNJfj9Ee
z@9OcSGOyY*kh@RfM9042J(V3vl64A^MyFnX8fa^Ihs)*K_AyWh&=Gz|0rIsDe=mg}
z@0NV&XctS{JTgf#vG4(@B=+i7x^EL#lJ;z_j)`qW#efpHVOq^d&p94wZ1XltgAv4h
zBv=zEZa?tiHeg}D++u??lC9TfI;Jk!x*B4hM4pj(1(ZogBcG#s{Z%XQ&jf4!NG8K>
zxai^0h{umZkhP`6=}lvc!~0Exqdti{YBCjwFCxOxZUs)ivZcw$zPnftvL^@7NC-#)
zz=SqB*Vhe4UMIch_zTHVFRVudm&sO%!(Gp=N0EgPVQUI+(4qaA{`}1a<JuXdB==r3
z(_sKb8;it|btcK@@UQFQ^#{gkSsa=3ip+=phs|_`J|2%?)3pFQxST*ZUVZ*%-m1u+
zS>R?h-m3p3YIT943doucCMk;b2TMK&$=bax^~=1ji0$}>#ER?fuKHL%8)xd?j>F&~
z57g_9StmL2AJlYc!>B(wvWfw91>*cw+VMBQ)*>eM+IoBRJxu)60nSok`=w@+vp>58
zyWeAtLJ4iT_lTo4h;(Iy$KP5DHObvfV`0$uM8nVielQCE0juItryK8_YQ}uyqrSWc
z@}C2ope}RPvgh-Z0<^^INKyz7bmLu*f4bB88H4ybvZ^F0E{ETb5W_0iabuppGT}-3
ztV0hI9whi%Ra)kFP|EZ-HQal<esRP0zWbaM3dR*j6YNeEXFyKq*Q6#?bwP_IvMo63
z=%As_r|w9Vw<-yA8a7IM6m`4lXtm)ds{&i+T2wqx&UVingy+Cu8`#&zN4=R;@$LbM
z#yPCgP(s!;RupS4G9m1Wc^u0=G9QXdo)qA&Xn05<DcBgRCHNuZU0mxKmFyDbno8aG
z$<AZYjwDC{U3@avboWW?zDL1S;ZS&kbWyu$mVIauB<XVw<%2a&-%XwacrR6LM$3EP
z%N@2Fi{WnFPTB?r+9S!GfMb&!ag&Rk^*<2$iDHVct7Kw3EKHdP|A3wmx>Q4NRJ^z!
zZd^u=w98m<(^8HP1B300!NJhs5*fsL+zJJh2KnA<KZ~u8w?>?c7klh3&j&vVgJFt8
z854gc(OVpIAZluaSatU^KY{+M$Z6VN;RP{<L1oQuNz_Y?TOVwKI)669QUd(|>_)E2
z+x+mMSF`Ulq_yj#`^6dcMiDV;Y7vuk7B@RF@8cQ_K5)Pnsxen(LtvLVtEs-<a#O;!
zu0AVY7Q;3k#uDce55~cir#&77wX);&T>Ej-=V!BF;D7JTny(Z~{kN?TFUUoC1l(mK
z$gWlM`YW4Q7E|V{VqnSrqZWVPF2@E)Zt#L$<msDGFK4yL74Yj(b_<7Ypg$(Sc^(zT
zD>b^W(xcWRUz;Y21qClZf4ouT|CUE?b2Ti-zY*xSaY(`_k2UJ7h^TCGVW6&Mx%S)@
z9U?oBE-BIi1?&gA^h1k^iQeHV&ja)?!Ldxhy0KKFJ{b+y0l-mFd{4#ET=O;DiQ8NY
z^R|wh6;H!Py~S@(9pDb(5TkajLN$i2&FQekr-UOER}23lZV{r6qmFo{FG3ufzV<wo
z!Xk1K3|-a6uon$~dae5+Szf3Q=I>9MkQ7chGl+*nYtG*T6u8#Wflm>*S%jQFQ!yc|
z1Ef@ojTTl(3<o8&nqv7of#}Ow_i)jd19FYqz_6dU67Tltb4MV(C=4PBqDpg@HVEIR
zk;eW&)a=HcGV(yE74~Zcna{<jUjI9j+7&V?tI|0$SH3xrfsI=BQzs<~y(-1O-RSdP
zq?)|)3-UlK!4-c2ABU}S*$kV~Tev2h?EF2w9RJo(4^EN?W1%%SI^&TMBLh{%M@w?+
zt9crTg!9V^Hea4Z*RoT))6?_oEoGsu3nwldHb~u+%Q%)cBXLauFx%yZHU=_pm6v-=
zFYClx>GiH6f`KpN{+e5Lq}Q$bfb16`F{BYi4pI3Gn)f&6aHzehpTYiN8i&heGy)ge
zM3!lEgc0odUHO9%jN?H1@!_GvO6XfzWoyCkZvc#2uw^8fMD?^mD(9oX*wed^uV{o9
zk8OQ|jE@P83Z>lNW?vIYT`)7+W>;5};LcML&2I~!=aUz<MuxZjtoaJW(=W<mN55VH
zMb|$j(OIO*d(h5Z-@k!}t+37PlArXktoyqxWfT-Myfe?;XsN3iVI`XszK6fY!}CIu
znrBE>RWY6uy1t2sAzRn(dy4n^>$t-k9Jbj|#7+o3gV<)@NRH*uv&=B`Ch;#gP#B5w
zOIBGUmg2ip9!6yN6kYP#*~X&sbkhn69?;Y%O43lP*ugr1)*eu`KWmEg3S?Ir^oJip
z-S8O;F}pz^_5>}jZ{G?|-zh9}#pasA{@fpcxD*Jdh4gI-EOl2rh7}Nz%6xQic|Lgx
zq&jK48u#7NNMBqC?=!GGwJ1V$2;qnf5x@RSK=vm$#c@Nmy9#p$npDZhflmDtE?gpd
zPi|GLWs-tFvZ`FfB2lsgi9^+2^9K@X*uNQ2-&|mLEHI=9qT77<R2E=js)@USUD^<0
z0Az1SB^6sIW+?}#(_u34vrmOY-r}tlXW4Qrx`=M3goby44HlFfa@Kc_&QcABCUWr*
z3H0M8@$c_={E6hR1m?C2%>tB$_^}!AF*h+HnXAU2IjicIfv6k{l8*njU9IiIS_!P|
zi5V_v@8;$rPz<?}zun303||x;x28_Y3)JKONS8)3I{?s58W)KGl-?GVyKk53VKb0>
z5VH*VN##wGp+#-0bL9!UW6neK@1ZDjp4o=Zsf1n;#5?FJl|nPr+sAKD^j9v@cW4j`
z#2LhOe_Vd&3f{3^Tzl@(ywO=52jR=P=N!aR$6g*_0QYmL{h?WknX(xnoU{4yUrYfk
zQgss}=urFKI{d`L`B*^vgswvesJp1}MJ6aX6(TlQ@DKKaHl<TmZ>&B-k@!$u)_<4K
zWgXWVDK$4>cqtFaX7ZL2av~7lz%>;$sV^v#Y&$*s+i8N&_3@1->Hdmy%r6WJKI4Ms
zGm3N&d9Qa`I{Vc=G9$9m3@}`v-5iC!s<uA+UGoYFzPcB-7`~*zdeW-ItWP7{wrYKU
zs{j6Cwi)3&he$lzT{#Cd{#yAf#kQv!svhF}RtHNZov5XylHV!vz`wa^wt<IgcQqLH
z*HFv~t;(66zK&WGzQuiyUB?Ztk3MuU&q+jSkLo-QF*Ti5uxlHZex<Wk`30yQcaKMg
z+Lsu+{8=-9eVsa6=aR^(P9;W{CK))PwhK+`hL6QaR*_46YS_Br6v5ith*y9|cOFAq
zGGW_pdK_&3mi;hmM&-@rLG?hK#PZjbUGAao;TdcBwO7SEvMGy}*hn_;)0+P$fT$rZ
zUSFOg%-+vB|NnI6e$7#f=0a%wm+*4Z?wCbKX!C*+QhoL*d=3)u2w%INaGo^+AS#w=
zoFB)-e4}anJy4=JV1?Yo)M-P^ZfgD=ak-it`EnbY`6;pRrjO@@T0$UgmvM)b$Q^3H
zsUI(~hSaHdp0y#A6#$Ow7_R)k@|*L2T@%fv)a;cP3B)VNiD8&V!P;n^5_+OGL)7?q
zx3G#40)}w|ixHlF+QI*87Taaa4-eid4Gz$@uB&0Dui3d(p7mU$Pm2a}P$EGoI;C(l
z8l$*jBjo$xusfh-Nro?O=if%vmcSzVbd+Ayh@&lb8Xoue@`1dn+M!ngAv@qtE>PL9
z-?N>^Pu^}7npH<4GF?h)%I6;-M}ZZkTM755;A$wYiS0GLS+Aa#lSXW^U*y@CzZz`r
zN;QqFA17uof+|m?pwd}$VWb4Y1!`F5rL04*C*a^)lTd0g)1z(=s7O12Q_L(}D4_xz
zc}{Oy^Obg_T|4|<!_eKnl0{1<@-fF4xu)zN*I8^+KuZ=jhG$GYegY65C#<)3)Y0D6
zP2#FLOe~ibh{S?)AuW}W(T=>bv-Cn#l&gOo>+MHHM6)YwNQYW_N!vhD-@ra%nSe~v
z#u@yUdT)c$0;OYv8x-EQ+;|PwI2uu>ZgmtiRu2YI`=gk`H*r0EErOF^MU3K%J%DA>
z6jM9B5zNCoD+Q$u1#1e36<bJ`A$216_Pt|npLSlr!wYT*rjV-Qy5Yprg?F++`1!H&
zvL;7iV^{X$1qW{&AP?23k<iY6^FFWu<?xxyh3v+dyxDl&lS)ZD>M$by<hdV(%Vwal
zhbSD~9e`hlFn<jxC*K_KQ~5dwD!Vkm)$cOr)3AmK%3CL%C-LuQN7C+RgirX7$^kMT
zySo{-XL@%a5gX(;fr#D9ect+QeX1OFj*wxO9M^u{Koba3dgdGp-xzPoBu4wI^ydc-
zy68rNPdcBC=Ek|0!puMu_qdwbHP6tUd1EfKi=x@ah+l<WSnC8Gd5l%>W;jx9F<waK
zP$xg8D}$koEbCv?V;QIC8A=q!of&0TB*x_ZfhCw+Uo~86A~N~r^9Trt)uDB*4c$d_
zDs;|U4Spw7Zn_Z@Gb3;YwG1B0o=X-xfC5@y6r%Bc>F!6mCYk($3A_`5xn7F&V>{f*
zZ?wCA+8LtST(z!8bYq+u1^NZ<$2ucwXC>w7OkJcyP2d-p3{;4G!Z1v-waol-L>#pJ
z?xi<>?y%1E-bSj+x@V@E;cyRo%1B;T#K5r1c^k9j1KCb(VU3_j<M}ZlTI#I!9C`TB
zqdO-GHL13b*_1IY32q28c@D{iQ;OeP*&2LZqb*MdRxuVS1dstvqCHbdYK@Yn=~r0I
zJ#xhoD3O6jhVY>2)>z7?OoT##UCPLC^^%4w<;U~;&5`7@C%!z(b9H+%ZeBig+OR`4
z+$SE(=%!|yrYz5wqgpz?j3ZUDyx`ei05ONR?AR{f#KL-fq-Lr%k)=YDW(?}U*e_t@
zx|YG!yuhWj5YeM)kTML^km^HKr=_?LspK3%Pdr@Y61g9~e_3(S+wHy{I9arGU9Ue)
znY4t4edze>51w}l1WWtxX=h66o)^}Bcz#<PN(@f<Ee#W##Cs@E{IECO*ts`q&2sa%
z7>sB9JkS5);k6*@o%H*kB^RK&i-##zlUa+r6Q>8Fg-gVciw7F3=nSKY9l2IL@JfVW
zQ}*i5s6pjtAs_ZgHQqXSYsV|y&V41$qw*aW?YrtKN3WRtBB_>m>SmT4ycF`gF~99Y
z9S<wGA#SrZ)~p%S!S43`I;28b1kdoa2MAOMQ4ZeM)<*Um9!4B~XUT+TjzKSUFwyDf
zLLrxD42dX7o)<#gA#RJ1{NLS$g|bEp*UkKnMwJnDx}aS`(<D3|-d6v)!$Xhk7X|vQ
z47dOTeph(LxNUOpnvs5xwQ+Q>Se?7q(g9=x2ggNQGs30|;PAa&QH{sRbR8j5=MEpw
zSeumOlBP58wY{u2d%J;tpTH0^KkO&J@HnCZFfLt9yi>^^4UJ}wXpcrTEF#Z}L$D&3
z@beMPw>Vf9SGGvT0OTstBcE@#C)1O~8AI=AJ=XpF<+*G6!50L3zw0<*DF4zysjzjt
zgUHdP7ijtkZErFNKl)TSp<69}FI2XC`FTNll3bxNG%>t;sK9c?PYQ02Htu47F*Z9`
zQR<W}rSvE)^#w=o0NJNp4`eFm@a7{AgM)sW#)TG<t=6m8xNC{(6X29%0WT$?``q$<
zmJP8~CTlHB+vnFNa5xe3PJd1?HT?$hfaf8wFCF~oA@ZNQ|H|&Plf&4gOJsfc9V9l=
zAGudHVNt;>0EWq1(emP)EL;vS!ms2wyi2HFvL=~s2ebT<ZTk=xme>_b#!B&f`o$fP
zDp`FK&H!)DHs{BkE}R8JJE-)#$o*5}zQv{7hu8h)kgTEqwlVwgVWZl2t+t>v7yb7I
zZ>W>ks_}{S`etwe%%j8A#&?(QIsO>;BVi(t&OdrHxzNE3sLuTsHEO&ac8cp5akZSM
z9~+}AaDQ?WtMrzbmV6u`fGhhnuMlo$e$xrH>(Ae~Il(7tX0)}wbFlrC1dO}9M9Ic-
z%alVAcj3|1n^^(`?I7CNR477p?B|FVGf*xWLsgBLV4Uwa?AfQe9wIc>lPoyv;3XSB
zH!NG0=jXqjb{&SwK?uBrK}?4nS%(OtVqtm`b1fXRvxf+34-~gaa4a;01XGk9jt(+#
zfw$=u&KYGQz?hGoP;>#RYXte7h~t`ON5Y-Rl|ST0hBeZvYl`zW?HFfpFCII>&pCxw
zkfuv){iprlw6SN3JpI%yg$#GFTQoL^8}uZ-K-|~3`>#KCBVMstg4B98(@=lYH`r{(
zZDyROq4%91NzE0-nBh0GdyPZDu_A<=DYP*v8J@c4Yn8hfmim!Y5Sq5wLfF^;HxrL6
zwqz?2;)UIBi6B=Tr8X6<+?_pD(QC?F=H(d6{jtH)-Vz(3(xW5DlAgwL>xk!{E&TT`
z4?S`KTn#)jnM>`Cxy#~&fH1joJ_1o`6kvvrZIS6E-Ty);_7oV88os50k3WLD{C-H`
z&&E+O5T#EtDyG*$*=j%At@5H#--hX;n`Z6v5Ycrz&Z<~6qnEdqItgc=yqt1h?p$vN
zutNdZcD}!>%DMkFHDq2bkmx)<Xw`n<jkSiy<m7!H-8qmuGcWo1KMo42q^$#?y>FHB
z5ob1eMG>0*%>vCI!;<^2Ffpx^s<hH+%B$Sgq%r^XeOhR}bAaEa3i7yLrRRF&qrH8k
z^u&EESLi{PlPhKT_C1tsREno&L1?l`KdbRn=)=H<5i3uRr($4PJ<vS0+#io!asTN&
zqL0oo<*1$S#~8<0neK)JX-p-al6hxn!3%Y3!z(0Lwe{g>Z5L#l_(Z+H_)Wg*`)yz)
zlWetDY<?7(q$;D04r<>ra~9fiE5AU^zlK>DdDjBEjwF}Elv+%HPvHhDJWl7GHex>n
z%)zMREFEL-XEV%}v6M$-Mkj`W;81Bk2wd|LujHmgH`ba9h>)mPez_H93Yrvgm{C+@
z=2Y=r)gBhe;s0H@;26tVUI?@!?8e8>s-0&d2#9BOCl_v|_=3#kU&b-J(FQFF;dkNX
zUc(EsYL+rH<CD(ZNMK*;#|BU<mTO36pF&igIh?;@3i>o!%Z!NT1F2Ym?s4p15Y$8U
z$IZA;y*{q!N)Nw9jQV}RbWxNJZ49n|JK>1Hr5CbuCR07>yc~Z&NR(&XEtms$59;;s
zv(II5ZZ7vMN7hun$|*UUIv44jicr1bMyt`6&~qK>Ey%!!4c~;HDUFU|Q-%|V_g(8*
z>k;os{*hqLzoDy<b~c>MG`MS!y)%10sQ-2N?;dyWKFM+`;~L-b%_wI}7}x_w6WFPB
zN>G%(ap|L{*b*<-v;Dr}!4EFH-U4A|Qu=@s7zxOJl#R*8I|;6=K>N!MQrg7wY4f{<
zwN=PEXRdkBg&dePF{?JiyePlgSb<x(kpR6SC@0@C%~a6h{*}}ir(wgox}sAoZpgW*
zcOdvaH;S<bwRp8m-bPQVJ>?h1vsd-1XS3?MUC(gdo(A2p5zrMZvR~mGEP3qY)X>F|
z5<40N_O;GzXpT;~;fg?y87J$UiM_;?oHl(WyvgRc{`H(D3&I);WLJ^3l8;`Lle4t?
z`B0bgsGO;6;s4hym4-&s@p3KFkDJ_nR|?`U$Vt%12&(*a5%s4-8;9!M(>xE9FaW+4
ze-KF-lE`Y72BUfY39j>V@v0?R`ct8zd0{$`*SPPlh=8iM$%(%Fb>eruu&-y=9tPjq
zoi4n+fe<Rf{@73{hm#+rjUNMj5AoHK+$--mk4B;|J7ROr{#wbrk?-ek@$J<_6lA29
zNswriGN!1{{Bc=-D|=N4$}jf`*u{0*8j9jS0AeaxhFS@W1HB~cwumj42wemLtx-lm
zQ`YQ^9G)yCyt-Mc8M}#aXEnl|`|z~{Ok{(oW45f*QyBI6f+eQLt5!cSSU<&+;mcD3
z072lLOE=})B4O}VAj2@8A9GcZWP01xFt4w)=V7RyCf;a<vbk)ytRObq3cjgjvhpOA
zlT}d(p=NNKzSYI+Y`_vE?bT77ExxJhz&;PYAlN+kvdmJ&G@TD|0_-th?{{j?!pU*N
zw_WpjrN8~K&y=e|okJv<@7;?qqHs7~7Z0L%dt@?H$rq2Z!&37pzZ?-6;`wdP=z>wD
zS8f-N((fvf7xa(c+ToRVF<t~RtE72V0XPc?YW6lW4+iuleiF%BR^E|&S%EI-nETMD
zOeUoMe};AHpQL}3J_IY7j$gF@hLIcUGtoQwYxKWuvbO3we;8zGXBgHgmW5Th=h653
zr|@vIyJ?(h_$yhLw*1@z#SW0Ea%LemtZw6*qZS4zfGIlK=U6keW;AKzvzpOid2Rho
zy5%49H!ZmRi%${b=3K)?rJVf$32{X8a#D_UK4Sad5A8ej?1&pwCu`T#%|L{nvbn9V
zpeK?QARDf`C_Zx+2_gEho_@3iYM!A}V1yj-sy;zqtKumoa~@sB;<pgO%?mNdwNI!J
zOK&e*571OLRI(OEzh@aQkdo@6YL9kVDHte@7@iGqV{0Pj7?Z%cCr*Wk)B4`p`D01N
zQg=fMnf#+{^ogbKRixe!?XS_tI}&LiG^EblE4-xTnPaCt{Ig3*jx!DrI&)r8SE6&B
zV%DI4e<VJ~V}ph}SaYF2SWHwbdu_;^$r6=~Y4?4;N&zJV^d#5VN9MKx<Osc8Y9}Ro
z)^dU|f`%nmJ&5;!)%~nXUJ;@)&$SNC|71&?TG(BiOvZu?uFHr;?{DtOAf2?QYnQ?u
zh<zFwr65kfa&+cNs%8tp^yWuoY+iz$n5Z*C{rIwc1-1`Q==VkREt=M1-3kP(G8>an
zu)|zETtWiA)#0;+tqIW7BzDcN+|1&DVxo23wAgSUr^RGIgHynMu{`Gh*wB?BxU6ob
zysb-YXkmm-%{WcF!B~|3WAjm9V}1#*(hi@E*DU19wN_d{Qx3;6DB=u!2UEz}7+`{+
zIE<2)t(kBSy3=gZ;FZhFoz|@_0>3NGr$j%T9KTgv2dVzxiHHA0e8-?ZKRArWR*6$-
zQT~<!y?{;0R$|qS9E0j!aaW#EPI*wpkUxThH4vswKRC~Opf+N`A7#5>F6ZbKuy`=7
z4Yy{o+BzY5c2&)_st(ioKQFTQx$4?vXfQ-uw!fn3jCkMQWVggw4W;Bp3f|eYyBL5w
z>?tpIf8+h4rhqp`i4}(L?tbkn>;G{b@oN;25{RzJpHp%dMc$7FysuPA+!}cUe3~p8
z>0;d4C2_M|I_7iUZRJ{4;cPv^-q!e=D21k>vQbTn%MS!g;;yA!1z)ZA1xZe#+BA3g
zsJx0yQsy9)qa*g{b3byv7r^ax0xiGXj=Oow>&gR&QLjIJu^#D*fEhJEoE6h0F5D6%
zpbzcugMS_ILfjpp7XixmsFPi~@zag$YblwS*cl7U+b}tFa+nE=Y!&pxLjW+lHR9vT
zr%chgjS1!RB%(W(f3A_%FuG{LfriA{aYcepC`Y4sauVpD19!9%>P|z#mid5dW7nI7
zfq5OOe+_{CAgbCz!28owD<Z32=hdt~E;8fuGb9UGf-r@M1LJle^$Hp6g$tG5`r}MR
zo))0dzItV4@gJcdH$y$|bCgWqEDvYBnA7l;)1xK|E=x)4n)eu8tH=GTlw#961yfjO
z)#S>g2Y4r&{I~6xsrgddtlDMo+hLm{bLn`NaRc{YMX0rD-MUL*V4o!Y^k13`@Vsw7
z>!#jY_%$(3>88%f*O>N?sbC@tFR5Y~u8N`#wN3eCwY04Q#EF+-b}%$~nkL(Nn|3w!
z*48bse6QljFbKIxMX)Oy25hf&PAldQ@5#f1es8XYNDrM2)`^i)P5b>*vE`TrKxy+m
z^E1nN@L7;WCeNz2)P5`P1;RU_k%)nb*2$~A1soUxycX3MmeKZS0(~ON9CYG7-1+Dp
z(F6%j3m<MIezSl_*Ee_U-k2~+!*bezktXp%?zIRz9)e-IV;K$GMmWeVUT3x@d-5^Q
z4KMi@jU$BNqGy(~VlFPXm=+Lb_lC$~(14q;*{V$@5Mi0b@0`IM31zm1A^zD^-_KyS
zXEu@(J-qbMuyC+ph--Eo1gW4?V{(wIC%0aB?iUd!zP=Qtyfj8{nYi3_Z6oG;gxNWN
ze4o2%f}aj3F-0U0OHX;EnEt`DV{zZJDvtim5)-w4+^jBiTrn$I9?K(-OVKlAtBRwW
z2lHriRhtja6zhj+t!Tzls@&7!z5I%s%E3cOdxhGavF=@<3K&PISN;0}zZR?@Tf!yx
zamh^#A55elROBjrnF#K#db`}@N1{WG^E@68>ykFap9A`?S6sPXdG=nt#Po_;ahR#=
z!=RQs_vP9EwB}LFigH07%JiX2PM`ybAf5nqEn$n)v%=_XVD$X=;`iV%<Jz5Mx&O9>
zyQXcIJK5O>+~@SH>Xy=Eu&U{(o7ufZ9%gr;xh`U4pcO9IzkDf8HVr^x4ji#L`=pt+
zMgUoST&TRh*s3O}!P9kxc5Do*J6DcHiNNuVS#!<{a$}HY{AsH*nz8)+k4neAsu}?o
z34E0&pVA%`5$_FA))(d1#Xp&iI-mP$j5Y;Q;+({(u(R;h{k@JnZx4A{e{e9gmjBxp
z4b)NaKC?It%l&|dSV5svCJNHPKdKY)?}S>FA#C^%<2p4)D%oulGmUDJP-|ibGf+^z
zHyk485N~&cLK4Yk-fB$d8s*8P8ukiBZ_NH0!`GZMllvw$zvSN3Vqpt)QvKN>(4D(k
z9q$%f&LqYeLgnrvk=x0D?8niV458WV9y-i2$yPm!0SnRjk&K|LskD{5f(XAyPjKrJ
z?7wZ^+wz&d=3mb)h?u;<-<ZVJ3p3XZ&rXwfFArgjKN{!l`gqQlY1kSqHedNL5cilH
zi}a_ujUcAMpT@+lmp0aidWa7+?vG61Fk8gQkFYdT;o+fWl}C4(dngcf%}{a%q7@>Z
zAMfv<?wa(GeJ&Cp39Kfk{rQn5lEyi|yE4Uu#b3Oc6>>XF0xi{M49_Hc2wBMFIozqT
zon}DfMRh3yb=1044#{GQmj$sia%3svcqN8CZwy*DgVPP`8OXG3GxCf^=siDKKh3V;
zzheB8#g0&yzQpq1%L9Y&DSYLcM&*R8pb9+!pn2&RrS7-axJP=WO*yc{adgc!6bEG@
zI+OyfzudQz_z`(_3ODw<kwy>MqT#7<0!!7kt9?NNEovOYIOOn)Vr9DKcRsGUKDDed
zk5qy@XNVEPnLUKp?^CaaCbyVqTAMI!t}=~Vd={^#R-1>MWv8i)Se8s`=R_7=fv;QT
z^L9tM-Co7|CX$V=#|b<Gm!f8QeYbYL%7@fA(pi9VG^%3<x`w}Bxwx}4G~qDjdy))q
z>35{QfjcD<L5GVSNEc<Keq^mhfSuHDzO4X)+$1|Hdy@W9!}lq<LOE$eo4+Yn&+R8J
zy<`H+$>_v(E15_v-u$R1BBA`j_j1QSKz>)W?ZbAcdWXzGf8O%NgN7${cA43eGJCFm
z7}dfI3Dxp^f*F@0y)lHZm1U)WMH|~jsBVO?uk}_d;Rhp>WxeWig><Do3^Os`j_k&D
z1sAZGfSNQ=bV|Q6)fnFFYPfFM8n*jY)o@IY88IM4(4n3SQntl+J+N#Ykm2l9(`xLG
zfHsWfzE5?cMBnc|1Be^2w52YrOe@IvVVopvzk@UMFKpMwu12;2UCM;rhv-?q2!>pP
z=Y;3KmeKi?AL9xcr;32(x+3)t-@htr6ZX2if(w}mg!$Vq6x~|lohmFcaw}h(=?(8F
z_|x(G(BT4WAmOTc*uMMm<3);UI>)ecAr18GKVuigrgzQ+6c)~h@W)hgl|Q+lhd|P$
zuErET@Qe9eDg#i3#HBk;PT&(gL+@@y$^ekWTi;zeNs&}ONeDwyIVlisrKP~z5$0dY
z?V-1>`g>#R5)q(l2XwqOkUrXNwnd&jNU4!=i{p@ozH=m*$RwdG<((e|($I%(dY-aQ
zOb)LGYt@@oZf#q0`?h`7?5+agne_@&Lc}?4_H<YGF2qj6^N*4DIE$7RTm&UqRL?g|
zMx@%%44|gSgrcg*{4e}_%?i3>&Dx1lU8CYMLgHOF?Z@qQ9vR#gr^sDHGt`?DZ7<GW
z6!4OsUaRRIHONIWVDH}CZsPQzA)(Wh0D37q$2sZ7ZX`GZ-^a(`o^lR#JzAO#I<(cN
z{227EiC~(~X&+=djx`q`OJdt*`8@V!D2|i&Hi7m-3G>w1kqE+hgqO_<v27ywT<EJV
zH|E0PbX4I-S68Ewb^IS|OTZs`{y}A@{fkc=arFof?`l5`>U*I6bkgHNQfJ_(3NWIL
z!V7QQ8B6lOn#Wd#VNF7D4%HiY{cvy10MUn`$IIzwe_1Yet9CHELCW;6*xaGr>$G=E
zr(9EqSgj*ir9``&8^5zP^9Fx7_Vk*olZ8*+-2`wKFJ>C#MG0PhF4nh!dvHgXMc01y
zSJqv9tu06#&c1D+9X!1}sSg{UMkeSNG>1nX=QO!mR=vz(ndTgVR#E(WAjf(RbeT5J
zIvdG%S`IfXD@4H!R4IWWQ;M|t0+7-zuR}9B>96ox;#?@Ngc$b7ue`KRSug}!L2c?$
zU0lU`-@=Xp51&%&if{wpu%x`z0~42Ku+`l9$cM8xlhpM5#Af0@n-<7tNXw#d!khBy
z(?*HZ@?~8<jSy7>bI^@QBm#)FGRI{f08z$8^p^j&nMGY^y163VJ&m(=Wfhnz!KqSQ
zs(h5}(Fnwd5rtICL^bHyEGl#(FX+4h3_J$+72xox`InrIG=NYAZaeoL@!wmI#wbM0
zHrF4PNQ)&$UFai_3eg*+3O!u=H_Y$rNyA_&jeX+#jO%#^2x6F`G>XiY5(>1*unozW
zz{ZD=3VXW_Am?rs#X+nK!N&GBxxZd-@)A_9HC9v*!mlF+6lvz0XSF?CPa%WRE7=)r
znU*&e7P<0S2($}cGlrcQA|@#67yJzNWJ}SXg@jT!Zxm_n+yZM+t_!#H%hi7LHjq%Z
z<<<dO{^f;_UW%R9JAgm;VEMthvtFzd-i|hTb133d82(3?6>9h`j~9oaMP7i<Rh#oB
zU2S1q@4ATVxY#wnIp*e4M0e`o%R9^7F9Rjz2JpX4+hNI=E76(<#AdU|Ev(fwg#CHh
z3r<}>7bvO3{U|UL>T@g6fH6bASUVVW{g~ji9_W*m#Utt()kZ+gUWAAq=Wiarb0IZ@
z;qe+w3}9V<OA1}XtAAO^w5KpX%fQ0GT0N$I$_c++j6_iz%R;&DO9uvlL*`OIR0q(K
z#O?a!xgKgf%DNgGh5{a4pCLLvHBIqMsdZu1IeUExO)AQIT63?^l$#+i@)=9Z8FS6`
z%U2pd<kIq2%vB)RH*`KMG^I$TE{EzDDVf?-UuPNI*Dv1AT8mWp6g9#J8}ge@YqX+x
zcLIK2zXaxSMTh{OFlKn$D!D3sUTo^MJ1(nzkKmoFrx+-jD?~^u?uoPF0O9;Yl}8@@
zN#_e?+~kl$i&gj;(^10LY;}$2W8UG|SUgg$4gQYRA59WSz=7U!0_@{bT1ZX^{Q#Ac
zcgn}@PET_SSVG$*s2F!MJ2cn5r<rUsf~Bg}$9viS)G&oUG|k}7^==N-#e<^>EX)Q^
z=i7ip^h_P*u0ShP!-J`lEjz}b0350UVD4aNneIDn00zUv8wU#mmL%XUVTjmLw`W6r
zN8GNCB(|rru{O~sMmic|@@9^l9_Bo;dZPP66275|Id~|!E2knre^x;<Q)sgxZHflu
zrG>gr(HO}g!z&?ZO@60_cY@!fsepA{@xz`I+dllk5!~AGaPzlx?E!U*m>0qS>j($}
z8ljF~jt-_KRND7P9L{fBobVhPBgMf*H{=XS6cL%NR>COKbQ5pTqu`16x(y$fL}CTD
zYjBAr(0*v{r+>$8_93S}oW%Kw>1$#{hDzSdghk7wYyA3RGp=;fcaooi5dfZOCSqeS
zvs)m^!G^C3;~D@(-OJUm&yB$CQqJP-A<_;I-@b()QSFCguh`f%F@2Vo!^`JlZ&&us
zJ~KF)Un@qa8<I5$Cq(<p&ShI3z)aWnRlAro45)X+WN`66|D*rC_+WeEhb8|0Jb$3V
zIKE1ulN5onXHnseFB&cunQhqDWr1d@4CDU1dZ+{pe+~BD%t&<<<{>0Qi_QB3DHYxg
z;F2y&O}hD}Zq&B=w0V`?LU7JLZeeidqEL}tU))ka6jp)vYIN4UHv<TR#wfXD^I|+y
ziYGT}OG<;OYomfOog*PMU>@)(H;$bNQ_<T^i|;bXws1lk4+^u5Kr;#01edk1q5qef
zQOG{8{^`GM77dg;zNUWcBhYN01n_iae)wbU!60g`>Zu`-?{#s9?%12Q1(%6WAc8vl
z{Ecn!*`Eu-wJ898FCOKbtZ-r1V7-$5Ic@OYwofGXG8^hYzw~?k6@uobJz^D~@*74k
zX0{Hv7ycSP2V{~yNc`bfjjH?oil6^Qxj)!n@sIqWDkGo)$<Vn6W)EOhfb4B{=eLUo
zZ(RhfNbOe_$263B8+WOX;B+z({Q5rIniz54f>C!Y5bvtHA6sng|I>ECkkW?QUxhg6
z_{$Mx-@HMjBwQ_7nZD~{Utj=NE1=B-$qy&^OYKk!&5J17&P7bYf8jFPAJI;M&y30#
zG$}T%iL3+$qfKn2s(>|pCx7~@zIytx!6@^dLms!fTT&K<NOWXC{x9_5nOQHSl$<Gl
zWHrzAe+UB|%u7d7Y*}@qL7TqvENMHTLmh!$%!|0G`C`NV)kzau0r3Z`@WG>J<9q?;
zOfow)%e?=gj*BU9RLDudKH;y8UGG&Z79XodJ1|jvmZ{p0_r0^36jHoqYkHrzjD8hT
z^c~bUgTvL)(<i6yeFOwiT*mB-)_%JHRFhacxm~s`8xsTd>sSIoSH(Q1zj74DEFfy#
z>vrAney-e%b(<_IRMSRax{j1J1@bFG)}XOM&T&1|@Qht;U5_Fcb8S$4a}~10_u=4+
z*Vp>Hm{OwG>yNpAW_Yvx`9eWvb5wUu-KS72P0xw;ckHSh=QH5&e|z+;ErsYMifZin
zHdAG!DVD~(RB_M)V#>f6yKcj`uoyz|&2sZPd$e3PHq(RcVAtq;08DIUq95!qZ%9ZO
zU6Z=*g1I8;lnTSGui`C=BMj1J{H1SX8h?DkHv8PZAzlTc7(fEVtJB}z9-#xj9_&RR
z7oLc#&z8P^Hn`@-&2Q6|Fc9b)9I>(k<)y9IBLgLsGhO)ed9EH#sHN9(@0dCnK14%Q
z6?~JfX;6ZQD1+w(N-X!GlKccj8$s?F*`jjzujdawdJ8n%F=9vMNM*GzBkNQLt?&5A
z*$a5BDgOg2HMLF}(^Y{WxQ|1LYQ@JpbK^*twH#5XI!a-;m9*)?ojrfmTG-Da)s2CB
z3<XtxGjF<kT-dXxP0_XcQM(zLuMf?c&z21vB`!@Z7f4ZYBZBGlSUfbV5HMqhDTU28
z<w&|Gv{+)+yu$zivk<IOzL&T`%q`phSC2IEl1_uL43CYp^wMy^RulHrm4o5GfYn>q
zlfB;>11}Fyi3u$(6d#$<2E6>jSggTbiHG4v=96nHgA29jT0GDww)Orp3qTxP5D%6>
z>XR)iSJJJI9E|hV1?#~<YW={CZVWCSg}#PUV*M9*IS=KMOoB?p$N%|-3jO@qHXtHx
z%omD6uqP|td)UH(TPA=gJ`3Ydbz-mBnbsv8QDiFNG}T-6&x-Lq9(xszJGXD3gT`fv
z_K9&-hV(Yu;Mz2XDT0iWYPCNyi(<_$G$>T50Ch`D#mT=wpa=9k^qY>MqbR<xr&g;g
zs8P`-_U0hvW_d`1g$KhLV7_@zKdzRaeNjW@D98)Ha}}F&R0rq*i)IyTGJ$D(jD`L}
zFI2(8g&;%2hc)3*(uOOn3%5DsW(2&6Z4jzKu;>PF!ocq%6#Y9ej{-gGg=^Nd_=C*V
z4fF;`+2(M)kG}F-FT{Na+x?3%$3#$Y`GqGgdz^M~U09Hupd}sv$7Zpx-EH;{C%!P=
z?I4leR@|jfkdt#i)B?5wf)MWCsIHW6%L3dvtmc^j#`|nx|7RkIFLo$BO;3V~bt3u4
zTg1BUfOk`b$xRbzWXt%XOP}R+cXpuj$vhy-Te3<9yi#v|dJsOoWiuPnS)%3}aDx0N
z&;2o<@{jNW&Z%QpUfvb$Cy_u8QcdRBdjg!galHCZ8yPKB216A?yocJp!uaKFd^Eo5
z4M%JsGlJ!;)#srO4i!;*NT~_a{2*ZI?6(kl11n*y8lmEFaAnBva+8$D*s9dxsCW$2
znJFvg)Cr*-FGu^_>u+|R#4h2FQpL8nE6E+{qM1lO@0acGx9ofZa>rb9YI9fQ3~Nns
zS*^X5MzT`CZ*n+$%m^bO*Ub-cWvog{A*%IHt2$cd{?r+Xd-i=2`u_Z7<*3+yfN(ov
z7@JY#Q6CyUO?#Qx@rA%cEM`YNeKF1L57|mkR?@=!N?+V2$sV`swf@&6vzEn+?&M^)
zN_TMnkEU;rXZn5r*HNWfQYo}mNOGzimgADLOj^kKu(wolN;%|gouy)Lgb=Hoa!yV;
zuAJsPXIYr@X_y&1*x~)V_4)q(@GuP9>viAv^SYkb^Lk#?0=S*Hguf2SkzR5j4^Jov
z>i!rRCz2{WQ5YebmH0iVqn&)dk3(zF(@3RHU7O1L*!klUBRH9J+G|wT#mDHXwBFkf
z7f@YWpX?L#32Aq2_fi)!_y4pvII%1+#w^pdYq)zYA8BS6?4W@yzP6m|H;fHa16$E=
zt~auK_O|Tp#?*{)%uWZRPXV`u2Y5E%#90`_>P~`N66P=1vv<DGSwI63N@7u9T8nxi
zli1+tebi$NEbu##ytmc}ih#exG}w!U^QZG(kF#Iq4L35;uWAo-ZzL4EFiR=RO3s_6
z=zLc0h38D{@+fPZ^AY?<oN&N}-8y!3^G1?So;GLHo`KE7F6-~uqNPXS&yMi0(sSs2
z6w-M44=yH!`I<6|yBqS7RQu|b2WddPO0wg@sIeVv6RsVm1<P*}Ept^r0Sdy|CxaN8
z;Z``K&!|bK3BDIIU9MhNlcyeRiYo*sJ=8GrHcNw^MPm9h5Ua<b?eY^Y=qpZah+V01
z8)>QSsN)DYPrBvM>sZ!^@zt^MT?TRC5o?8eZAP&kY)fnrhsK?g<^ns;qL_29B+g~~
zTz2<*O+FpLuh<@u19l9SFDeM=1%kU9FtOHl#vav1<i@IAI@^zHIM?!NXx^&ll%vPc
zUhh!;`kHk}<5etXD#TG*#2li8%TYV(>9we|u8_@}mjj@;-dWQq(<!|B%4zyu*nRHl
zNM~lE*c4V}8EO0V^gXI~@{yLW9f!R1nz8dK_b#M#qyq66t{m+0PkXi9UDX1VVK#ly
zOWgw0?uhJtla#EDy}?SG{yIBfAFOMFDf@#&uo|@!siqY<yTRff$MaRWYg?R`^iaqh
zk!jU<M$Z#vtw22t{`BTj7P1O<oxy@qB2a_fYP)_K%{cBNeW!V0U!s$C*X@?G?JZ}7
zauj2p>=8P%wa&il?rmc8+Kx92>&+<f)84>5MD6=69Se@ol4^8{!n4x-zP{N~x}@h*
zWek~;!u@5IGvKgcsJ|m2z?_^i8|hTxRq#^N{TQpQvipFGi%))g;BnFuC3U+$Z>c{-
zr$9HRr=jwzaH%;46hil}hr-HwRMbXLjnGai3$kjt?gI_N4}!U)^;}(aD-I@T*E4R(
zVIxd~gRz`7gpXioux4*l7pqiL_6;)#I>{9dQKr*ghMmM6XJ_4br3Ag`c<9+Us~Sh3
z4eH%}Td!YW#o<6R&blm>jOz4!eom?_xl)d1Dl|6Cq|&PRVLN+2`_v0G-Jrtkw<`?$
z-WcDqzJte^K23NXv8-X=g0sJQrx8YBgsG~d{aK6MoNZ}r(xmW4cyB&*9Om47uTWAn
z?#|LE4IJC5t=S*AN}K7?pK&Ta5>5}>*eB5mp|yB(K|B5%I`yuNvm*_#@`b8iOOja3
z%KjF$`IB$1t>X?DFiD)5h$8sFfwpsPUV}U$KPLeYB|;`%j)Ob}C&@YTgrgmwRYIBO
z0Z%0qIdHEnIESLqucz?qf-4eojU!0gH%2ty<7QrRv=#{?M1rHT+{<M?5J&~i^^#Jq
zVyUaz9nwUy>_}cLS-^Ga1k_sKt(A)()$(OIdo+s$gz<MjszcM=n6|ItJipqt9q;j2
zZ5zxuGm%{wq$Hu(Wc~+OYej_V1w0#o>~?h3!){!mO{HTg9O|0#fnP=z%>2jL#C(Um
zkibj<c)L+nbBA>Y?(VXmn<%a7SN7$L7{8pZuJV0#6bKTuL8HxGi8c|FiF->e`TQGG
zd0}NCl58yG7no@6>Ie%|DtJ&TA2Vy3+RKV!U>9G<v55y<yu>h6SMGO9<L|h(;NtsD
z#3969&(zt5N56@BZNa%N6wv=7n07+)%hA-eMYX)pi-N<?o55;a1yPOnpfQHZfM17t
zBCnLLD#7joENnw?W*vNsU>5iOy*HD*HzA&m4)vS0M}RgO+xLPW?{bRu$FDhN=2k?=
zsH_@U*PXb#aFat>B`sS9Bw1~D;+%<?L2R_PzR=tUa)ka<u_3$G{T$|peM=CUwR${>
zP!-!gUf_7PphGN$btHo4#ot)@dJpxn<{fvAD}K?(4X3mMd6QYppCYjU%R9K!`MLdI
z#Ix-7uw<SVT}NC1?Ol$+5?Ius7N5f}EJ0n*uoZuPUV``zT1N>A;ZjG4Gu<x&tw2M{
zt?boQFJ_91-4DiCEkJ?HM}zG-7Sy&Rg;jXU1M~Fm#o53RVBuLJ8^qT6erpm?vZo$j
zTQk<R48AvnARQ0-pySdnd+$+af?h*HtiCsQGS7`$7mb4_2nvecDODuP2zsvFj?%@0
z8x%$z*;oKAUeOV4qb9S)GRX>^4aVei@&oUOlBEkTC!hZ(!YZKX5KZlmBs=}t^7epD
z<)Iu(5rWro;c5pMH^j7rIy+A-;2EQkks5EbQudqf&6?6nH!B_575+yZ?}Yz^?xu3Y
zj6u|iDQ5NG9J@H74%&EEq<1+jhq{d6pH@PjMU!-3u0H??#TXnKyLcmBbR?`6JF4{_
z5>oc9q}ZBi7=b~yt}Jw`n@U&o|5JuukGo;;0)iOex$G!U<ZiUIQzKRDd1(4c(aqwC
zPk^bOKV7ate%ThSj8gWiOTj4+29yh7ES$|jXBy>_XqU@v)Ye~@o?}Uuc5aqXB1fMn
zRCT#+%7W{W+`D~`z;aUKu3C2Z9J5Gy8ykRV2$T6<-T#2+;PWK_<I>{f%EeXiykz~l
z?XzO7MqMD|m<XuoN+X}}y!HUwa@Mh5x!|!$wnyw@EtWOv&t3P^os@KXcwwrJhiNMm
zyk9Q!6bOHFbKF(}Ztsh#30y?a>gwR^wOQ<`)?UF-H+n?<S>t3zvp{9K_dg+2Z|Q$R
zTPp*~G4#`sOxUYRFQ#WQpYLuK4iuz>1K2sqg@Z*UMdrBzDjx(3swx6e!b{k`v0iZI
zL})dZ0)K353{Yq!lahc$S%s}|r_;#kq?NtbIx7Sh@@f`HW=v%^ro8r(2vQN4eLia_
z>({EzO<^)C`O`0g-XF={|9RUY;{+%hzPBe^{A1s(c2vhG-N=9E59VNO)<%S2+N$JK
zriAbMJ-z1|x#O4;TU)Y;dIN+(6sDbFK1GY|3AzSo60C<?Jj-XkWm8HEJKvn@V22cW
zF>ZPVXSdSyjwwp|gfa1yfz&L?fx$p|NxF(RByMK48$sSwyJpT8@e`0qUXVrLONj`G
z2JiZ~ic?!riha`|U|c7y@^esdn7+U8kzP^O<&7Xc_8nkt`C#*CP5u$R11*_PD6B79
z77MvbN4#{rsD?P8+xZH(kJ1D@zeUsbWMGO7JuRnXY72<Hb;46Uxqy3=`T;yS3+RsE
z6<Cg!<Fu5sJBV<kXU<=IU>T&8GE+1WkXBWMUkozmlV~lD5$*OBE9+TtavSy(55QW~
zKGEbN_GOeOAYQAa3g~)M-k~HeOaHu914G%WEmE(;OaF_a2loQ@3$Yfp(>%bOAG!vP
z*$OG&Epi*TDD;Jhy}<AZl!ON25Ar}i@R_YfF&lRnaw$sr3yGrlLg4X*Dnp9@B!WCC
zHSS|%tfE{q_w4>A>l<rFzc<=^xVb&<>PsP`OFM)P?f;1@ds5`2j3wwtIEMh;_Gl+O
zlPr6UlvK}u)6yYrA&sx@K2d>A)gt~j{9G;@r3_4UGzir(yO`iMU8i<7+-+Inhn*xj
z&tTsYc6wC<OCbI2IQ|+qmb@IVtR|zubvbXr>gLcU3bzFe>IW+Nb?l#3>J}JtuQ0>}
z!nU`+jkXF$TkQZCRmjlLflY*3)sNcB;6ac^1QnmcC++8~-<bCc935T4pc$krHJI2u
zxv`)v8=NEaALIU9J`!FX1g|{Da~Y46@YI+zeacG#xw7Jds>SnP$Ps=>P4LH~IUk!j
z=8F%@H*Os{S2M#0*Ag%!CLY(_Q7w4cH(zEtBDJkdB$%BW8%?ud(-1YRDqgmqi#v{|
z3Xp1&iF09RR|?|jW+H09&Ik@bxe9d3@6-GziNHyDSXYrMK2i7r^P53*&2lq02n4+y
zQ$cmB9utK()JXSNcBH0_FCB!}Ms-Z#Xkf9V!uBjk+pGJ&3pH*?vglZvdi>4KfCm9Z
zmNwMt+5Y+he4;lIFcpIwn7A9W`@TfeXK$sj4(Y1O8*#T5kfPA5ISvr7ZLeRHVh2D=
zh1rU5Lki{+;&5h{GIktNiv3<w5B`)cV5XT^AATj*<EeRuNv|C+`Ar=z?W0Qyhj=^{
zRp=?qE9jWNJlhWpNnp>F{IG`{*j1*nAyDWL^NxTIE&_cw213+)@$J3ke#w67v?QW2
zIU{>x8$WyR!-hgZzTR}0u2~A|+bzs*!en-}*>4cmzDiZ?Eg8X}Q;kNJMG@04gDM`M
z9H*?$m?J3?dKsAumXAh=k8wcP&}W#_sB~SjC?TKY|8@!s21t4!N;RH~XjXryuB6tr
zjGM+;-j{9FwVygQ1wVtcGqc)S-?6>TrqlmY6m-=yw#6|NRh`*fkZ>k8&=tB-sX{j2
zhm&G=?~P&KUhZE)Jc2i`ul(Tl6r@+$t?5b}Fh~CMcZ6d18zKHpUV_$W1vI|3T@G}^
z%MY@xCLA-ysa$P4$*i(+fBu?x7##$|4+^Xw$KD^hHLVvpP%FP+hDy?1Jiu{w&KLpw
zC(2&`M&`j9LViN_BfwXK7Oq;EqKfY7W>F}-u%el9_CS4>EQb|lXkkI}=vE6oJ40GR
zGnzqcLJ|ZH{&qU|C`H4&zd`#WIE@oMgJmA^z_t5@5l?c`O+kY4d%1|7&t+J&e_szP
zDsV?@Na`KGl5uAZ=l1nTYwx3pUgY8z1v^3o{oN*s-@<3TMtJLU=Jyo)!cnyqUL!;<
zpiCV*6u+1OY0T^4vXugG2m~T%BSC%NH4#+7uH&+)5za1x0=2?>uMR?PyIh#$$G||}
zSN$zqox8C)l;K!fhOT|jkFyOTbah{0)OZp9y&My=t~cb-aSI|&hcq7TZ6DJ8XU0py
z<vBZi;_66S%XbvO*cT85!e9Z=BhXNjHBp{3Aak*~+PI{Mysm#~#}4b5C*Qo7pMC;e
z0(k9xTY$j8O(;vPPvV1r0$!!%l2mHVWE*S?xoI`Po6(>rQ)$8^t3L}&b>VtriyYot
zou9p(b({E{CrekDh)UpB(BC$ArLk`;c+QV;k*i`ZESaE%m}yPdU}B!!o05^+3zRy{
zE;Xvihc(*zAXleKK^RznxlpjogPHj1Gm59T>fpu&4%oH)V9E+y#~^Lq@(5-nnrAq8
zGD#a#ah$Te1d7^UOwC6$$`oMG>ngu^m0=G^zLc?t{(^J#S)5K4`X%|oeF2Q}-P7MP
zoYf=8KldE?;|G<!3oGA~^betsFcXN4Si?Rch~%XKxkz{@{7to!PV>C04#mCZ2X@&*
z02#GZs(rd{)IWHbA4-v4!X0!Enw}OUFaaI><2j8p&pS+yN9bq2NpT%X$^4coGN6O_
zzC0l5d3*b4EQrpO5R@-X?8;m8bHy%l<CuL5j!NY*Cfgbw{xRAH1{mW(z4_-t&QT{Y
z^5ca0Hz0O0Ze)pvoroNd)|+K%m|pjlTenGuo}+g@&9iL@l{t{n04bV%F0eJf4n4JT
z%yq0S-|9-N{mSg?gYMzs0v$R2A5h_SOMJ_E2edB%soY;1m;@QzUMx{6uG6>fUMP1?
zB0l3@GL*zM1wtg*@MRu>Id?wyYXF!-F4yJz$G2<!gWu9|SV#{xw=xnj{Pk<a>ooLX
z$b<m@xyO|t?%eAMfMdT~b}gK9a5tzFWE>ilFIjLxOw*_vFjR;ZKT}Z&ir#OJ*m&_f
z)kSbIZtbFu_og66dXjE^WOIx~zr<dxsEjl__VXo*YoDCSyp$KHYZ~m#No#n2T*L1*
z-uaE@vLKiUq7}ceX88iMrWP2B(efQ+2gYN2qNcGWBOQXb&ce$8A|^iM=-q~!z)kR^
zRAdq$gJ<z1knG$%M3MJlu{6HxtcE6yrYC=J4U|%0IzStjA0VQzoLK?y{f=hZcobP)
znTO89re%?)z;Q0SrK8oUHlvW*4P1|tVT<`HF1!~7y|bXT&-Idz&+)A$!W$)(#)&65
zr(@s(t-5p%|K4ox3B3jR);i$3C`!F7a%jsb|J)NGfv<47`g1dfk4gtJ4<T#gq}+e4
zjnaaYh2|x@cEF3Ho?KY={Y{w)pu+A5Lx3_9MPR_ma(p`S`?f}&5f>3)WdS@G&%#s%
zi5U<3e;RHEFRH<*;(1{m8}aW~(c>M4_aB31dPJb(Rr@H_zs%TF*tr#W<24VNq8MUl
zF_s{6_*dk3qXia>4px_IcVb)pJm84=Gq;NNaRCTu(#v-qY_}Nebisl)7?jS!hcM?J
zMZsYr*6-10@STcCJ>OK}ydoWyB?kcf{4?X(FFl6Ye&g1>b4d*c167gRJ5ybFYgY<}
zcS>kF;x;IQ6?0DKmgVAjrYpnHlZ2>cSj+?j9~$z&C8DV>b&y;AnmEoGT%QWGAKgor
zod14<g=VU8=`;>?m$Bs0QA#v}VCI@iUEwkv!y7912DK-3c9;sVr)t|2$A8~;)vhA2
zRoX{2uQ&r&{S)-?#n<Gh=U=^k`1fgel|Aj{-)pUh)c1c=FBH$>LCpQ)^g%|Cj^dez
zPU2oB8Gc@wZAy|Egzl~>3%1E$7Ms21SW<r@<7|0N2H%5Z8Kn}p5cUYS8$)h^4LK*d
z3nzBN*wkf9t;2_B({#y)`=Xf%b^5{MUVDDe#h0O(ZxezO@PZ)i!I_UH>XA)az432(
z(LEGtU5j2Y`7z!^vd(tfg6)gl+<5?1=EB_7&{oDn_8w?2xi1KNtuW6U@5NJQTZLu>
zoT4D<^+Ur{vEhux9$SO&_XX&6s0&M>()`^g&STBVn;RGEW_0D1#-6De`*IF~U4YSS
z2~0Npys+C7@jI;_;|zAnb+8jtLOpeKFK+Am0es$juW;r&<1}uM8SOpi!Jodn!z9_7
zlsJjxk2qU?JZep1q{wn)3J!6iEBo3A=nE4+6uPeWUn+7bl3Wg3u3TZynd1PD@k0}O
zjGor`?MBhu;|t(@gw<+mH{>vSH-0as-Du`?&UA{rMufQ6XPN$*^H#;-ua=I;EsFue
zn2f#lF~cqKI&$=b*j@9Lz!kUT$Ab_+#KFBoH@I$^!?VaZkj`uz%gSEI{LE#;uKbAF
zfSb^2z-&pyqyv5x)BO7#-D~&aaysA2h!Qq;dPeB!V-5Yi>dF|GM41?`sFFgX>m9iV
zWm`S@BM-CWrB*L7uFc!#sik}0kcF33B`+JU|Jhq<0h*dFC>!m69tz(e#Z*q#_x$z4
zR(3NOw}x|Kn`w>%uvc-QpE41r*=2X18Bg(6Lv1MPSsYcN^6Ec!@$0NmS*@tdRv)*r
zf3r4Phb*VnZ*`*0=r1$Aw{TlKntKi<=@9JLZ@25Y(5P~%1)@b0VJF$yg5tK+q95Z|
z=m45o{x~_()y^O0MYH}%BO`5LtEiv%wA+E||IAihLEizZPg_g3qJ+)}QI;-=(wLt*
z8-R<4$mXN20>;gq4($|K5pyMg)=vf9etv%Y%JA-t4u5T6$jM#LdBSOD*DA7ItOR}C
zwFl-^18@y0+=$ZbldFmV(F$V00K&t4p9W@=r7Vo*UkPeKID?;ny^2q=O!k_fMdC#Z
z9^9eKhQ<WrzYT#oIM>8xgZhv5*Ih2>&Ti(G*H(xP@;U~ehUTz4LyoI|3>FnL@6WGo
zaeoj6G|y=`_Pn?-mW8I$IPvN#d)O{N2Vg6yA&&G&QiOUle38*R6$ws~9baxbTVVLK
z4Q?$`GRGYO3sbmsas?Znxq^6-l_<Jgh?tUli1!I2jb&0!mQYc7F>N3zqhYy^?d&XO
zE3z^I6vo2qUZ>D{NY->67y;z*Fj4@8U$NPFh_P98N6VWhrOAdMAMk@$bCI-lJv<%p
zZXL5|Oj=UXm}S8hLe@B}!Def&ZNOK{m))2;OET=WZz8PWajeaPSSCpiL>^XG-<|W#
zx$Sc2zH3?U+yyY{ajrL`gUBnw34$#B_P1gdzuiR~0P~1lzs@m};_?Ot{|#l&qU1lm
z&svX2nT<HPBK+3({umzhs@@u%B3HsEdw~oqdcY{f3*vbLV$#jC0IF%;sc*8=HQ=_S
zbG#TtyVJM%y$F4}EIFW#u6|q{X8e3A*ti5lWjC)L8y=?bD}Pa_f-UvE2(7!qnR$+F
z`A^7W4xXB6YaP%;9+<>DHwh-~TLffv6_TMtU@goSIBWJbV%sRaYceY?uRWZ4RFrhk
zSvCunK7@^`A6Sq|{G9t*Ve+-Nj>IMu&iMpUUWS~{BuNPl*9Ko)7w5N&b<D^>F2DWK
zoO{&-c0E9H64s#deB)|LR+O4cMK5K_<i;-^*Go`WW3TtmL_Qb^-|qYn2yX_Xnb>*)
zY~B&^hK4B#jjoF*g4Xbq709WwcUvECk*ke2F=K`%-NI@aB5?dlYL2&D`>k&Sv-DFf
zdhc-i<MDE2&@1|%(DKc*ULRCu1Vob!%a5!Lu!PJ16Z%}U#S~P`+T~piC6O9bM6<X@
z4j>XBAd)k?O8m1>t3=nS#k}%F6zOP00H4<^S{BHx&WI#3hUcKd-}{tPRCM$U^cfwv
zQ5`Jr>Q0O4)<8l%I)aQ_+UHkbl%<bNW5aGFFV?zjlvnwJ#Iss3y|uojIcm_pWCc(B
zS}Pe~+0~IoO5<!a5l5K}8o#ZlAkWV!#{qviZP9J=2C*RKeiw4Y0Vxj{{Ou8=dCyQn
z3fl39?6;N)ecGD7YfdO{`LEDdc~h)lx5Y{M{#N2gobkskJ@B-Td%QewHr(BZy+4xO
zK%+s{Vv-2(=!TWxX}?g1rlpZ6A}nx)ib}%ho<LtH&PBg(8InrPSgGt;wI01T0@{fJ
zSL;^495TNc>NS3qEEAFCP_1`6WPR$kx9e?3{NRLJO)qJNZCp5%9!vZ_1E%ph$~qov
zL}6Dbyy*9MO%erg`DHy*y%-c20?|r5_U}YC5{!N9v@yG;1J838K;lPqDq=cdplakj
zCTpj%>Aj<ZaGb6@h^)2Ynf4aSMj7e67l4BWW6uA4%n)dn_TEKZE1W>@4p5lzzLwM~
z)7^>VR`ei7Z&}uvHMNak@Vxy*^&rPKa|Reo3Saa~V<Wic4bUTfpSh9(?xG|xE`6Ic
zz5cMf8nd32m?=>e72XNmy}})KKR<6fJn!j3n0kuvpB=1oF4|KnYblvZDfdQPS*nJA
zWh)r=Ec(tV_8JRzEg_g0cX2<hHp0u^4o>r0{Erv-9+7B>4fOJ>0oFtn^SA#z?UuNg
z4yO-~cp!niydvA8x+Cp6O{tVh)wW&(-D4!jIFGB>p7qU(SunofX8F^P@*I$TLx$6@
z&6Zc?L2b*`!8gwE$aaQ;Ywri^(~Pt3ggehtv%qCLq9GcX;FAS5tRjd<QS9ORi@qs@
zf>bbU1g-<9youdlT8@ZO^#^KWc4D6$aOfKSmhBdBoZG1)lj_eP%x9eG7_eP_WQi}n
zr}sJR-(Pm78SR~?y=l2&69$g&&L#Mtcahs0o6+aRJXUb$nddw#R(i0jEA5zZ+yUGV
z!QMY^<^h=Is-DbObYQS88>+iE{t-?M%w-vZU2?6o{0=rx)J0JQH6!@FcLZfKxO9tC
z4BD<GQW+*dZ_fE@)s)Hvea<=yaf|k4D{H$Q9yZ@56tYhrEbus;ycH-4*5s$UjW>TW
z#^Nm$CF_q=ey0w=w!n~~zt6Af{1bapvh}k=;3%{4x%OvBs^&kTx1J!)iI3Cif!qlc
z<kI)-3L#N?{FHsqx<pg4Vr7ANLZ0o6#x0=75Xhk68|7c$M-|?Qp79sRRaFEc!q#Iy
zR4970;4uhFOdK)z*n>5D$DRh?H`1SW&7A-_>lWK5AbZ^mw?RMSCbAyB4G-Gd7?}Af
zR&QnoOtwR<f*XcP{Me3$1)%HA*jjC7?1%~9-Vk|7qE6XK9-$O8z+zdTPq+~EF(@s{
z=e!!>jku#?6zM0d*#9X7)ytdX(GI$4B%geSV4e^l@a+W&hoX!oJ}aHW3{n`nBGzop
zG1?Y#%Ov5Ao^*19-icCf(m<sE%iFpOv9^84y3E~JL~8@6vZ|(hp^^i7O6=Jykv!G$
zHm~h$5M=i)*bdTE?x1Nz;T7!9d8xjX|Aa;mAWOBcsAk_?`7)sEjG;@7%CY}VK5=ad
zi?~_kFW7ZL0AZccNFs140I;KAAQ(Kz!>ZRb2&7Z%>l`7K=u{D7ydLw4U=o~)6mEpg
zZI}T;xvr0>AlG6<)1?uHx^vaNh|XXyPGmJIU`5+&p(|5R$G6)SU#W4!`PJC4oL9%&
zEd2)?Ok1+6^(<?MwHxc0!{lNQKD(IxG7~H%<T(C-twCT7qQ4WruxZ>(&+4(vT>_I(
zZS}$@Mo_Cnv)YQDe830#_zMrm3My|t%DIXaV@q1B5Z^lYrT3eGQN~yP6EaBcc{W^e
z+Jy=`Kq$%gg4sL;FUo->lcE>2zxsyUu$m71%YDJQ9*~il+b5$2j~_ocN@M-of-ITQ
zoDF9-1c@x@ZL=dXnD$u7CJ>;UVTLsIWvm;hSkp_Ravx=lkZ#kyI_R~4v9Dgmf+W*L
z&h^lY&Uy>B>*vt`w^i&ec8UPhU({c2gsfr*;b~;=@Zt*6e67qth?t9)b7l*i`-sRo
z8~;?;XaB54*SdqZuB6%1o>8g*A@dEZ(iSv?YEr-L;f~$6His=<2ad?NCFWzy>iFYS
zdmt(S`DwX5Q~0xt-q}I5KM_hY#tA)4k3fyE8I<DVn<<f`my`padR_W-ILaQ2v)DCP
z#nY>!2(F7m-y{3HReGTBBk$e~9=dF;@NFuL(7i_3KSGfiU@X2|7R-RG{6P&_GwBU5
zUFEcsPTvBZj9H1aBDb6NEjts^4DrrGf?C9n2*>XYhIUYc7hmiXrOU1@DLNxT)doRT
zxKi=jui}Q*e?t0QYa^F+t?ZF~rGbP#;FgL<@KsSw*kjMKLR{eMMHASAI{tKV6g|A2
z4>5k$*=syd5Ry<rVJr%C*KP~MwAMLAA-Nk}>yUSq1Ic5!m!paUn7bbz+8S}eYm9#|
zZ+lDYJgSul=U%+u&Bl(4zgkrKXVsv72GKIjqoF>0^R0=`TLs?qj*w8VNputX4K9RX
zLkftu?9m1)ccAte&KvXj$LSa`d1E1XId{@)@1KAf^w!Ya7P=hMi&=dROA3H5`lDL2
z=S|<sDVu*Ss{nGy&#GMyW}fK+YUFAI?bbhsgl=xRw8MIb&|#rNTaN!dF|<Ua|DGP#
z5-!}_fh)7H-yPO{Tzm_>Y2E+ub2rn6MGoUp2`5@<E|Q>JD)q!FR0EDyY2%OFnNPHC
zORgWlfwNvg+;H4^|Lm_MUkddEnmbW3`=av9%yQV#xlVjl>E<`&o?-`i7o~WVJ(I66
zdIN!<qd~2)##yI`Ko#uPkf&nzDX&*yzEd#Q>4Q?=<3Z-lKIuGL6U;R3DO}d;-?82f
z-^J~1D^$ks=oJw7U*x-{`sUTpFC5QzFHM$I(xnFD=UF;yU$XxGIISnkLEm~FG49}=
zJjve(#4cOK|9~feV|(c>bJoda%>Bm$9pI7;Qvv=ZZLba?3I)G)E4my5P{GOAQ@Rl#
z=>zQ$qercYS?lGjH}!+2S{=f5MounL2MuwukMCBieZveECNCd-vtXDuw`#*%v8Yb6
z1Qx$7*JhS|gQ<xjYz^7KqaUA{gAz@${Lu|!cqy?oM#QLF1{7KBFLv$?$Z+9fr<zKN
z&hDjmAjfDC>w)Pp)Q0__L`1sS^WzNL;)Yi;SU5{0$9Rt~K+k&iDp%JYww^Ri;&Tg8
z_*Xx6u4A8rp<11;E}NB%SL(4$zapTe&ZUB*@abTdalJ>W3K*pNpHQr(>_;OoS2uDO
z)<tD6wk;T~EvTvqdLLl0!-xV(1{~>Fs*6)5Z{NzMzGx@Tb8}>I6;keJk0sb53`l;;
z-SYb5`w#I)-pPYz889a!?-3*AW%#Ql;2M7grI#l)Ghwh@tzTQhXWQ`4xXQ@qAF?!Z
zx8CwOko|$BC-YQ{e^;uhHL;DtChx*dXE=HH-GG^~UrGexb;Z?h>X59#=~LVmlQ}cm
zyvnzlP-FzA+P}Bgjh+okc>ACL{Dx2R$I#AP9SZT%QJNZ9Zb}L#6bPX9$+i4s9@e+z
z_>SnRt}Qk~00n`D+VT_ff2C0XjoU#+xiz`t(xI8;yXO94np|#kPm$Y<;_TXQzeq3B
z7~-X8$4XzkoHbGgAVkKNfx;VzhpNV++&)zF_lo?jNqRGW=|NUZ26=K=i4gt$xnFH`
zc6;*E1$X2T{EKAlVluSq6iF-Kn#G_bU`kI-12An;d5s~%Rto;<sXjK&p|G^#GdyP;
zNg#>Qn?kH;0k8p40mi?%C;hX@YL9&nt$a3<sN$K!7W+9WUEWu##1=4`V266{1bd$D
zftA*Pbf9;a*c56=8(WFRVB0%0G<)rbVrOukgf%>HMEXx?<y&>&=TV1@{_<xbDt>zq
ziH`+gpTTONH@n?6Ocfay5cEJxcJ_yP72s4HfP7c2zv4cofqOhETEwU}_Gj>GIfCx5
z_Sio_u0^DlDrj#GFhjj^xbdc%P}sm*qn9_(4)Rd_&aaTG`SAaQ(rl4ETIBfsDN3gC
z3ToM}0m5OPc4Q`I+E5)$BI}2Lc@V&%MFR5%EpFvrRN9Zac>h)qz8hYTJ@Csj-N<$F
zIF!r?2FF^oPB~5>jM*DndXeI->$LXOuPqq1*C8D)f#U@u9}66|Wh)y%8f&5K$S+qj
zGINEOM_4r@X}p-5J`<SQpu4lLLo_Ew_EQY#QIUHGB{d8lM@)CX{u2_{@0;`a$>2gD
zZh9w!N&5q!!SFuCTK}lP>hfsBd<vBGKIsQ8_ak?q_H4I~SJv+l*J3+l77yp@58;KF
zE@@tOLgYiAPDtW~15ziKutPWJE2qG)uD>Xb1h}igd@MgFI7+vA?U4?oF--Rk=)SoX
zeK<*uw-x8o4((~eJXxoSvLCQ+Ro0d;s#*N?^!XVXKQ99bGa0&N?pRd|c3iHc_w%<O
z*qHlc+!$bVBChJ1o3wj{)pTwS4wdd6{bL>FOPT&{!uW|_wlaC=c9<tSxzFlXl1YR3
zqja)1ffwYEm3Z~p$3<sgvFJUs&?#~h@tsf#q_6R*w{6Yhpr)M{K3_l|4N;(H;?i7w
z?g#P9azFpl;ADNnQm~Z6FVZJ;9FI**JWk!s|59zT!m=t}5oGwr2F@4rPi_jU(_Xbp
z0bvgkXe@470SbErP~d{o>|pbi+N_D>8dEt!^vI|h7SC@e{9142jcmXDa5!%^OgtdB
zF-(pfJMlrs^)48rW`{hTyxog+0t-U1uu2!6LC4QNX0f-RG7+lOi)p}?ia%3IZ*|>J
z#_0|^q&ioD>}ahByXWFLkdwCC3Tnl)nLqnfa8F8fw-Q~VL6T8coJDWh$)^<$@>_ed
zdp`_5%1PsU;2u@?<%euriJ3Hw?m1IZBaNj1JOyW@)R)A;i0s9$3>B(5$V~2ZoTgr9
z>!wqKN^lxQg&lfXJ~H^F+KtX#GcDh~2e=ccmVx0fbZo|oxmQE%=qhikEu2Jq{}FV4
zd$z<QoJ34lV#^r=>ZPh}UpoUb3Hga@Q4y1nJ?z+ad|hQ@S%%9tj;hgp!EM9!&cwCd
zDUBt6sJA*|D!$_EK3+-Yf8FG}c5arKqVhHcm;L_(VWG|A%J&Gs=k2~imj2*LSAT+y
zR&M2EEKIKX`omhUS1<zYYme<rBR`c(x#G6Jj?=wi*)ptndMYo@0O;!Q7yg0Cs<<U)
zyk=%dwY+>42m%7F&XlvSB8T-lb{v+!b<S-fGzP|*y*2K=s50~^&tYfXFXnxDzC-uv
z;WTE3%I$@h6;Hd*E}VIBPbC(XujPAE)#4Q5^qvPvsZIV6Wr%IdxH~W_5qo<l%pO`I
zD7=cjUK{XTMQeLT3wWs8#l5rJ4pl1(SXsyBf{pjPtr5A#8%~SwSOb&j$&97QnrNKQ
zL;%oTnJzsalH!xzod5>2rf1`|be{rjpd$jgt&IcUg15b`r33R65~a^a!Z7Kgt}zh|
z{TMZEcgy~$3uZ4b&w%Cqo)dBNVpT`bve#tVhyF`5Gu0^qUR(;X^KOSKSYvO)H4{|(
z-ep}99k^r#5CVfOb=&SmegaTKMEZYU-`Vo_CiHC?eImU{Kvpe%+Cx(pa_LYPavrr`
z#H`09`HNlTc37dp+wk@Sifbb(g5Z&kX-?dCtMhl_p*nPU#EJ6m+TCoFOD}~qG{JX+
zogyP>)uMb(YR&#zr59!2yfpcnA8EZPV_U66JkW8V%QgK=9aW1IV<i<6b$UXQ5#9d?
zAnY9qAF34>+}{XlY0;)?ly`(fi(cxO(zX@uPr(hYyQB%8?7y;!POFU?Sf6FfRipm{
z5Z??f_XH*TZd$n@j-mM$Ar882w$+l-*s8`rol`tv&{3@A&SAm#16e7cp??X;*dm)2
z@P~#7h1He5<3@~IAw5e))A&OK*Fw?8^wGJ5p!^r)lFpc`X|CUzn3ZV0Y9L~|1WzeI
z`MOz!F^PF2Iu}^z2$j2oJd;8)dO{>IGj%R7(>Qz~Zr=RXO53f#fH$QIy1NT`2F@D!
zwT%ZyM<u<A>SaI}f*bIi?@VGnCtuDa>W|~Y$ze6wfBwk5Tg+Qbf!7Q_1&LV5t-hwq
z2@Qn8AA0$k?qaNDRA2S^3AE^_tD|&DMR+~90!_iYs|l&KhAzL)CP2h^x;^>T`YwfY
zAOiZcR$>w%NB;v@xhn-mKgnmOuq$|qO=h;cpDc;#kcU`U?wyJT9t$~4%N>y^4zfUW
ziLbB13$g2sV`z=hqt*dW;T-rwM2iHr0*R2%sk>ZIxDLcaFCIYlEWi_j9_P;55jqnd
zhH@67f_yo9u?N_*7RiQDMoSMK_+1H&?;gn_Nnq)RcA#EOvV(t05MSO&C0Y==b!_|~
z8|V*$5I6+1m09M0X!JhDgcJm*-iYZn;NI>0ieIe*Z_R+Cu(QCUNGBasabp-}y<`2(
z#)*2!KEiZzb6m#T91iXh9r8qQEZ|jVC$+BfJ^4YlaA%U|A5O%htM8nUAEp-puM2?z
zrq#{rJQ+wu+E+rG!H|VK`?HK=VNm)hH^(#8Rdndn{TZKWLrmk6RSK3hm!)SeQBu(v
z+mM8Kq8vgJojYhh)P$!qoE~$5o~!1{*-pD;olW_3N@~Ppm9_}($gd1Xd$!j-uGcq2
zYBFLzvz7WnzRgEGB1Kme^Gok+Y4=1w%)V<;J#zm%t2!yJ#9NmD?CvPp4Z+jhb(eRB
z<-%Y3W(p`P?-I0RYp9FHyHCd$--mJM1&v2TG^0+vM}Gq56OcCo5xQmK#D7A^PA5+s
z-?voTrjhk!I1neLS9pv=?aNA(zl9l`3mH&R$hNu#R`Ui*k_2%GaqrSG@%-ATW1IP!
z`Rx!kS_Vle=JVs${LYJh6mucn$}$(0Za{eaCv^DN_=x{l%H$U}sNuKeBsDCxKyG!D
z0&)Vd(AVAg;cIK@G2|j6OkRr6kYdh^<frit=LCq?;rBsaRKxOrO_^j<djk(11%r`v
z2(|b{%X8_IpHrP}Gf?WzJLq=hhB#lgCs&&aJ-~L!41j=mPQ3=DAc;LG(~DV@m%uKr
z#Y?2<-hPbU=ZJ0KL!{^`b?D#4V;77k3nfESCz#@l>JdvmZE8QBf(vykQq3ruz4ddf
zkUJv4rfEU;h7H1YR->`5<M`)TNU7(8<vYmLwS8wV9#rGvsd}?5Hn&np$bC_5n)x?^
zHjH_=ufBhh)8A++e+qU5i5H2r3B}dqgo>r6swDm}D4H|0eq(|-al`3$SCYYI%6C>h
z{Ty3r()bT$)$}3IM`Ydy^wQs2O&7=@g$^AP?b;qEgd~tbwHF7-CnOLjZn2SwV*wls
z^V5!p`li0O-?oICzuLYC^T48%k3h;zeJ%-lm|w<VWXC@H&R_iW_x6fL{4~LcxQH;b
zkn3x&sLHiOphzF8M6qsQG(*}4MJvG|n%3QZL^|{VV)L^+;k79uD(ge<??gsGs@f(N
z_y`xBpP_pI-C5M_nurAWJ5WuN`n7mH7=NsVztK><f3`^s6#eJ6C0Ecb26=1QiuDzA
z9U90Z&TLDr9xR}+N1q_!J~<<ZL`Ihfn4r=^5!l|m=hUG}po60I(xvWr{#Ok{d(ur+
zJ(o{=)`hG9U>qKq+gep4Waa<qJ18!>2^G*T<!xS!qT@TGK^KL@DL}+YF*l*b8eE+_
z_pJgqGZC}b=a;=SWIditjV!N6q9~{$&Q!D@s3%2RYW-}eeLMT@xJtO*?l;<m*Ouql
z;SEVR-gD>Jb_#)ga2L?f2dVW(&)&k?-nFhiMyC)T4?OlyAdVC3BVt3e{BR`frW-F<
z<t%tsi&ar)E*O}WBdEoyO6(IEPk5m&uZ9nIJVIbUr{5rZT?oc$V}FD2h{Zy$%JH@d
zgpry#X?x!Ci#MxPUjt&V(V2wt3O`KbsC2mT%KKyc#vyxA%!m_$>5;)rCq-z5ps3yR
zS*n6skc!Xr>>LYO2NTtkpGSDaUS_*|A<re*hRue))0T-92(uRAl(9j`G|PO&;_Ko>
zzCXc`bR-%5{ae4%!18paFIr<7@kcQI82)*>4RRxyW#o)L=tlk&uvV2^RRKna9r9Vl
zdVl`GI`5aGKj)t+*{7qFxiDxO{#r+T?>FnyZEuYe7zbLc8M+69Q$osyai|rZR!7Qw
zSBQRE{a3ex(@P>8$R6yYGp<!WCw=UkSxCphYS~Ou7RCD4{^Un_A^-l8qlwK55G;i$
zf4!RCDFt@<FFoyUo_cL?u6u_v(+h9ba}QLSmZf{A&iiq0)WMFBATI$A6)=b@?kg$3
z@(Kphz5;Ody)8p{M30<0+ba``i(>=o$+)cn#-_cVr8ok?EELZM?N;+#W#`?O(*|U5
zhXaC%sYeHN;90uq1K7J*UAahJLlu?@TeiI0_cdr|IglM448_-{N_Q{L42Z%rc)O=-
z2z=j9^1aM(@$nic`n477h@KQ6)ewsjWjf+s)79(p!%~5-*Fwc6V9!GQzPgqB@RP0m
zIU0y%=VxWt8oMfb0%DtjK-N;I?%-omEEw*sy+U}ZQw}KCA0YkBE%L+2BVO^ufKsVK
z2bmF&`Af%0%fmztPytthu`JlK?veAa<l+)jr3iF*U2^{Ijb$oV3(X0{VH26*c?&nD
zd!7V@6Ezaz%QmJ*-^Y_1X_Tm6U}`65AKvht_mRBuSkaBJZ%sG2p56i+9**-fjYdva
zeCvyC4h|Pg`|uy9I7suuwg$Mp7f2&a2CGfRwig$5FBgRU20IpdAhcON)H1{2_C31V
z{Je}4g-X__nedXfDDqz+BQ`?f#R4I-gZdwxHGET*RuaP16~3-xgagW4dV7v1Xx+$%
zkhWq&VeEOn^H8#))PmG#oX@0nNQY$;(HgyFC<O2IjBIp}CLqh+p5w|7TNFz?1gwrU
zq8_RN=FN{{+{z;IY&s)!LEE0bM(lq=o(C%*U1Xt-fak<tMA^J519ZyRV_hy2(;p%}
zfsfGBq|3ci7av%LPKzP?c$ep;|77v#6c(^82&>5}R`VMr3<!`d7R_=-79VR#Dw7Po
zm+UGo$~espG6s8|Bo<IS;lppcFTA1tS$NiHN+4YLINw+avOhn_Hv<J(@(B|@Jm&QT
ze~jn3kMIU@pAb==t-X&nj)Sx@gRNt=dqYP2*OBW)+s=!D1~#hry+y?WRUX0MGaXvQ
zl?}O=aI;HY;rLEZ%;M;E@}0*NvXzx+76l26aovi}Wzi)q)4~CzR0ZCZ!O7awA=b}!
ztr4D3ie=)1PFx$6T)O+IS2_jp8^>>b5Uc5g86u205mvnzTBIF?O9m7B9;|XFPCo@U
zuXT);*B;WfaPgun7O#PW7(1NM&%rrEKFr*7oPnX~NFL6kjKEbR+)cfLUA~5^ktx_A
zO?Ef<#K^UfJ{<w)S_~^1Rh;=@t>At6$-dMzArIDH8zGP?fk(|}wrc$i;<qtB?OEGQ
zptc;p<7Nn`AFbBuI7+GbR`}A@)*{IoaS?E8SIEMHly~_1f0?!}oHd%iT35#*@i&x@
zDCo8WG%{qx+#0SrG%5flg;(pEf+-+h)CK>zE!ixVyJoL=w*w1sDUb7J_QFhctRTp=
zU1}y|5Ud0eN;6XPT}37qfRt2INU!epW6QKlhej5RFU$l9wI$ANcWz&kl-3=6uByug
z>V~#1HRlfXoy~3jUynI%CMKI7LYcJx0SoifcK|L({ruM>bAKffAL2&l)UE(J>-7Ir
z64m|DVEEk4o%VytM=}lsW&!<P*8O;YajV`+J7D?w6kd(vH=xK`PiMc(PKv+FS6&Ly
zPRn|xb6##^$;tw&JY#~#Iu+WOztM3qorvJ6Osc%V@6yqKlx;ie?x@WUKVJTC!b5y%
zI_Mv*5ulYz-d#`Ls91x(6mC#?dwSNIzD^EM_=Of}5=eflh=KnAHH=gi1}gyPTfCnt
zJlpZG?=KbVEaRLyo-6|9?t03u0n3fY-k}LDw58r=1G!;JF?jAD?2q*pdA;z@FIuM^
zFh>CC8@r}=ijAZDH&6~P6N(=!L;u`($0>&_;Fqy;yKT+uzb<sXt5<z#;Zb1=TcNZU
z){ypUB_VUb#7<kgQ)ltRX`s!TWyi6ycW%uKIG=rlhMo{q&3U*&kD9nxeJk^POg>b>
z8C|fV05@K<*~~`bzKd?1&o9$=mXEh&4k)TD+bw!ck<k(!j9j@~!<=gQ`BRz6`SV)k
zDPD#1;tYG8LZ3&EZu?geSR)EXX46B7O@$h>Mj34X@pojyir_~%RF$vD-Nw6^G7qak
z!c{{}@|zZSKYsH|Mm9Hg0=5(MoA;IQeGF1p$)f`>ifcKbIIbb6ALCYC`UdKL7V?X-
zZ7BQ#5lOC>F!_%*zu*c-nZm^{b-BNKC!ZL$tv^IzQgeMb4?EsQjE052Y<$^CEJxEg
ze!_UOQX|r+h8QS4CFi<HbVOA!J7CzBP>Dc)#PYTG$Ne65eN;JBn>(3u@3`<yTyr&N
zX2{7kECx9P*o<DLPI~YSFdZ<zyk5!6a8*a&J^OyDVv2_S0@<CjNrwY);L1wzJ}+|K
zT?~N>KPQhXhAcS)x4Q(y;(LZ(7oIY76$PqJl)h2{!Eq)mH=nvPFFJ4LQ0Wea54BYp
zA-a3H@6EGX51&Wa=!#+My$%Lo(M5FO@Y5^I?A1W{W8A6{m>u4~d;C+B=US+@dxQ>R
zEMI-y;Snqp^ayX109DERqm>U0?G_x>i|PE2tN~R!WX2a64e|Mz&_XV^o2uob7H8AP
z#$BiH&lp1=t06KAUpjU3jNFn(L)CdDv76fep}A~T+l$xGHma#B_;7XHaWMax@e4at
zuB8{x6*GA@+gy>-%Ma(Se{RY-#5<M`R%u<>*#ULy9(Uc#Sk7)+H;lI~eo=Sl!k%m0
zgVjFc4iD-WM96rv$NDvxOQI8m7fRs9>5<;=O=mkyKn@2O-yGCAK3St+(WmZ<Og8yX
z$W(1NA1JQ>fGXR|)-b7oYU7nG{phut%ag{vpEzRI<G?@{U6XsW6*tXn)$Rr08*QOA
zewzd(Y5(W^tdyLQxo<?tKUpk**7*;A+ag>A&M8K!X?-F4J=Rim1&0C_>MhDkITQmR
zSZec;<34J}OAq)oFtpQ>to0&6BVOW)!Gv-$SC^;XccQOks-k*eoKZ-dO>P5h*_a>o
zpCUnvJFrR*_>fl&q5{lJ@L_zDilm?)aqR92tbQp7_*<~ySu+1Fln?w%tX)|Y?B1N+
z#+<XtdL0CVy<x81UHnu-iCz;Fr3pHLh+idqu#r3vo#~nrn-z!khmZ@QUO#loLn;Ng
zt40D%Ee*|nnbjf5_1Jm;ixGtTDsL#FF^^Wf#-RmCccP++6Dp!tnODvccx6$-9Ex+_
zvK!;9pG9^dby-UU_Yx)%;yDh|>JS@tt8do?vZ83^>bK%+z~5oXER4>?9#@4Mh+(V|
z%?vM*;V=^7JMjf!T!b!6e4BzXudL*{p>r2t4^p-fhH);#sM%~3G3;RNsT&|8dZw4q
zQ*Go9PmuCSA6QQAL38Htza0IH)8^#IA03VZ?p)jbb_dp0@(a&5-kvZqj{Tr$ZIo;L
zF1GW_m=S?oFtthYDQ_W=--7!5moZ6x?zz8A6A-v<7VD9lg*exTfR3`?MJc^!<M4m#
zb1=rr%0C;p5(6;M-wgmu{Tj$ET9?<hIE;S!k_>+OH<P$@%*W)WO@b;&P=Wx_{%J1@
zd`g_#raPLx2^}u&z(_{5Yo`=RKl^`A+HI)Y-X|%o?3%OFWfN)mIU=BQZ1cDO2RbKD
zCD-iCK0HD_88@=oD);yQfS(o;$R!n5faqWsix-zD>!0*QzQgBx4*rMIJMA`hw@hq%
zhFLyyf3Ot4oXj)I#@_o4j$o47YG`v$dDe}l!)J4$Hd#EI70h!UP-_m6El6*9Ui&7A
z`y$^2Mo3BOO&EdP4D|RG8h-S^X{9gw#*(S9BVN8Kn29@OwMW=4Ss{%3kL)>Ek1HI8
zHlN6+u+C-^hmJO-1mS5atNi`L?B1Un${&)Dzi2z=ZA;1@d+l+1C>NbYlv~lk6K6aG
zd;ApsTqdU>$E?5{E1um%u4FLZwAyqc64{t~)<(l1v%Yqp26)d@9N--*>^r3vTA=UG
zExgL3?=x>YxZr=`xS7JGXzliHyQ~&JI8d4X)UvWr)GfP^i<|D=EPOPj2SqNey^c^E
z^dWTq3u0QYvkAzL*{Xz<Ahz2d3p>g|cIa|Rhc2RL3F?_xVAN{Wn_Zc1kZEI-pJE7s
zsJ|B{zbAd)rc635HGA7K+wKv{o-0{<bfvr@QtOZXfbaC1fkAzw`!8?$1cIqyX(4yS
z6SYq~Um&|+>k_X1=Wa=H39cbx>Uz9J3$z)5yL-j8*8SA9(%x&ng}bN&8sxB)3EVfM
z?GFI;-7o!HCYisMAM0-EER)FX&f%R0p4X?WV&_Ls7t>FN2XSd~J(#u%fJ@GILu}U1
zswU#bm#iAXwymT;j!&vH7%%77ZK4*z2toa#yE9khLN%EczEo}EGB!6A3N<lB^eQhZ
zRj-wN-Fwx|Cly#xN`)v6c&aTyArLCv-SNOvR?TQKoR*Fq3+$z3Xp7lFwEpdy^TS9{
zW9{Yu>7y18JsCq?*4GMQM)3JyZ74W~IR)#P?>|;TIp}^N07|qk>+)rbwR1yx7d!wg
zImu)#Ry-$rM^o5xO|?*ZO>M3}XiV9KAF7OdL8*vDL{cUEG@qqywDbjpPrPyOc8i!8
z{MP?K?a*k_`+td2-2@gK^!0Jy-^y-1G#7j@;b}=egvczSCKbLlM}pY2%2jKreAyX9
z`*NtXLpj$z`;05lgsE_e83G7A?kya-$zw5Nu|#s{8mE_i25xPHHk&5C<(cGIhgMlv
zK3iV)9r_YTlO*s<Vp6oOS~QubMq>tt@3O5>D~LDM^1v1!nMVZ--Q5K(3<*J7!VViD
zDz2go&%Hz?eS!B7#v$K;K7ng813t-ql(@msX%Gmfd(3;s@th_-eXJ{21mU0!b@ilC
zDP~DUm46a3`wHA4{dYO5Da>r(=SRPrn&6sszY>rDY{Vp4%_Wt@ZxI#vW-Mt&nz{S?
zM0fMf`{g;dd<xhWLK(v9<@!6Rd7BWp$$EShm-Y*2cD}lbge&V|z-@+EOskh1cMs6f
z#{}F#b7(Uj+;z9#k)nqgN0ESpeG(iu`)dSA^e2$xF~T(7`GQ6M5*ZQg8HOK@fpg=&
zx47RLKxA<~DyY3&1j-#r$AkPhoreN7!4UmbMdt4S$9@fiosn?78eWd;TBOkP`F-}L
zo?WlNcT*DJq=p?DoP^ge88pNMxHL%|DgC^lGFy{c{SoZnM;cllDC>7sL!SJw(>FVG
zGXWDk769X&27%=cKV9dhGU$HXuUf4iaf^j&4jSUuRE{H}w9!CKyA8!i3(t+O0>M58
z=hKI=ibUL1f6Na>-(2x}b&}mdcQ;_i(J>RS@M^ns*N18Ij?iASVAwYYZ0|J~-=7<|
z?Bo-0%Q9h|4O4&JoO2Ujno8+e4oV=B01tbG?c|@q78_5AERPVJcH8A#*1IGKSS-VC
zk0vtk>>a^M1>rcWV^7PM0i>4`OjEb8k#yDs{-tLrnv9q*{G5pfkn4uo&31Jz;lj9L
zExcgF?=K@QU+Cu8sz1{kAH&l8x#EJ>ptd%D&n!3S#hUk=)y{ge%JB9E9GBSH0h&-2
zvwh6Y1xRT~I(q#Al11}6N(n7epvg1%)-8aA>>faj?|I5g?m(NDaixa<kHH``<Ewtp
zMG!)7ukdCqq#i(1KmM(yNiXOJ=iD!kaouQu8sjTYa(cjxaiZd4-*4===UYaOxsC_&
zqw2JxZwc!D7Zhds>_wn{uHL}()%2mv-=Y?H00^?pZYz+!-30jfY3q|c$xj`?_oe-F
z6bnG!_Wv0*(W<_uCVxAe&93?f?TeAG>be7rNp_7a>;VsVz>}U_7<B`%w;%$(+!+jD
z?|+B}@NkchuF<{Vj!VZFCYO%-m;kuc-I<}8`sDoby&?TGME_4ihbX0gVbx^xQ?Z^a
zVCQN!O;7ebSUVK$F#7z?>ruDn=FLB}y!KaFFfwodW%G3@?|>)Yy>OjX0ZcOZ7AK7m
zfhN>XS)XTunrcFQ9`TdYT#Mao)3RDzg@<wciYdYNg361S``$MmYtqC*5bOxA^w2^g
zOf;{=bL+8?w|uy<1Kx!LUkW4wQcYW-LSH#N@oau#kX+Q-ACX|hp3MkqpWF}niNNFQ
z$#XjWsSrG?g$G8^Fa~mT+dmcr{br-bbM5T*Sxx*uqTVyCsr35-b*y8-sHi9is5Fr_
zN)rglIH(8+5s}_TLFq;bC6sVRktPBH0s=ym7U|NZW~54ubg7{u1V}<lAj$E*%<q5i
z{UE_Z^yCR|_TFplwbvfV_W^wQ83Uqod3Vapi!<Oj9e6{$=nDVZ1*=(Y<XYNQAmZ&x
zRK2&Mq$T`(6ZA@be+pJK$b;`HA6hR+1X28hoKU36?=Xs?FL5^7PhBpU?|WdfM@;8o
zKb5jh_V7>4VaE*H_x3b@&tO>kT(#C9uwYf)jRyuTZT&5kz%uuy?NPi1=D72~=CMVS
z0mp^f6)7l2UCMGOQHyW6Gm4L9T6a#7wpn3TQwB-)&UCTzM&%tz4<qApoJ_G26`>iG
zdOlfenK6hhM<9LaURqjLHp1XY-Rp?G1<_OO?K}(K%0&3%xEbvtDI!~S;9eg6@ioJu
z6zJEkgGb}i#Sike`GnQ2(%Hi3=c)s57jhzhw&k1N84EY97PPkr2@eph8NN^a>6G1a
zB%aLJ3svegQ~pYqS#hJbPNe8H3_Aq7)+pPhv(x;DrFEI&F=!AGkf3FhXO&T=VyL}*
zLM!jrE+<Fk&ux+1EVg{VYF%})e(Vzb`%K}h#Ep|u9omx-e%ee#gz{ccOS}LdB&0kb
z5QxC#Nf|&>XeR$s;zK8^MXuH)c~|C4QbJH!OY)zXRJivZXpkjq!=Sl2O)}zFA4&Xr
z?aANzJn|%sVAuGJ?O<He!%azYjct%@uLZpwGQd&|e_5uyX<Q9y$Zg0P9@n0ZIy8b0
z)+<cexQ2d)b0m&x=W7x#1YL?(P@?W*KQY_5B$YI;SC#xY*(m_FY|#LxBN67wQ0;t-
zZX^{3qvU=#UitYQuV<`pXH&`Rh<~%S02Ww4`|kfe<Nok+27zw^Jw&x&qF?Z9fjx6$
zqBkoKuG(sAw0MdW*M@I^9f`%)RK+^BXY7hb7j_DA85eQE!q-=xf~MVgGi4q`l|A_Y
z4NQxINl!iH<b^FLdejo`pdw;uTGh4WK`iw)f$>#h{F^<r+08#sTKdQz;}dafT_XZF
zDNz4w*Rd^VxDN5z2Q-lXOx1>;-~aSyI}ImI<s#Tx*_L0O2osiwqOUBmpm8)Wwfz2v
zK$@|DZ96yo821d@){TJ8wO|_vx!L>{iv5r{oumY|A(2-M#orO00AbpdkJ(@>$uFOR
z^(<uTQto{TT(Po+nKXerBJz(M1NgYodQ6b(>kt3E9o!j)oTNVTlshtO+@9U{GXTM`
z4IbD2j+97WC<YSUo~~=-J3H3$?{}og+kMviOs>`*f@j^9_ry=psoJH&p+KYLKl!j4
z1QW9MHM0q>+XVU`e%>HfpNWd#n}JrFb@=B&g;juM^;G7x4`1j`5JT~U<Fxd3ii)sy
zWKoZLIai(I$5y`3UZvXwvbp35Z=iy#NvecO2e-Kt_sG9L>=+<gvI+T%r~|wlOp}{K
zeTn%ZBO}R=ZL>YnUd2)1!emgIZP9ekMCF{By86k)G-`uQ#Q19gB?!d1!8I;p?_*q?
za})d5+Y8*=js1hJ{R&&RS@gf@?Sb0iYwSVW!7WkM&<5jrv}b_!_j2?>@*_~<6K`RJ
z*riTytjOCk?2@KiYAXd)hwT*h7K;n&7vDEA(R0nQq{?}9^70jCY|HRvGZ>_(-#nw1
zEJr9yDH@IHG1^XtZV>|(RJoyHAyJ_664uv6HZ$|>Mv<C~-l>hT+(ppALtVbEQt06g
z**RHwJX=U|YQ}qSQQ0VnK7iTxI~P4T<uRG-{>~)eLT`SdGM{=&lZ8o<WQt;g`?eb;
zanl=97bD?wE$$v-OgpbgI=x#~Idl#))>@aNte1Oh{yHD{C~i4fO27LHnVfV`+4Rb3
zkj!xV!cI8v2k7n}kjwr*nb}T13^d1p_PYQ4t^XK2SpeBiu{g#!0NNt|mZ|PrJ0QLD
z-K?1Rr%M2D0bX$HACh8s$3Ac0#{Zz3&nH=M{VafaAmJ&F{gfpE^k&t2|G9y~f7lK%
zh<i{DIhS^z-d1Wx$<aBm2r$WQV}GXiGWhQntcu@LZvG3{#4jhucXCwH=Ton+%D+8K
z?iAkN1QMl8^+3XoINa*c%0}WN0^IkT_1uR$h00xRM`r9s$Ds-xgXyP5omAR0(#mwK
zKkzYBA5c%!(@LoH(92arYJVDWvapJbWO>tPGn{~BmQ2nWFZaPlX<_+<Y2bHfZDhb!
z{ySA}P@E8J{gqQKqfcMO#&W=93zljfo$1zft-t7W?F8|N)+YKi_bKzLjgJ6&k;?M5
z7nS-Jw%dOt8P=w*^?zLrBU%1$VCqT^_ffxCW$N_5sRw(NFo@ywG?&!#7&);m73_<>
zoG36KGob7uRuFuex<Ujhbd)DEq1jBX)U?}Q)W=7eH_qzc7~%4=U~f=d&Z^^WOuVLC
zdK+YJ5>+0ru6p0svGL{rUuf&-(&KAoxtJ3xk+}_jI7Zht=N4EXhY5LDP6f0P3+=x5
zHrY%0we0ou7Ef;%R7%FpIcHW>NxK2)SKmnQlpsXsq(tXVE+d*xe|E7LOHIvnNh{!d
z^%CPz8HASHd}X7*9$;dP0@|BZhHnK;2?!odJehhvXgM0yxdxUVW4Wg~K2^xk?Fy9p
zjt9AA4zXW!^>nq^l$6Kxqi!n*eLD)|gdCdRmlgN24iA-bkxPt<km*6$8a>wqPu!+>
zFYp&0zcIw(R?U6-XgHK!5dKuwIY6T_wOx-9Q0tBJne5c$(o5*js6MX^!*_;;d8Tz-
z%?a>6qI+EyJ@plvA`>Dxa}_lhq614T^T<sr)cef)^}U6;4s`7XP))ECK!^E;%J3_#
z$=^}eU2^?Fk8uKFE2L_-xbR?L=^GOfrljVtM`A+;sUr<Zg<<^ugU9RF8XkZ%0-&hN
zjrQZH8&*t*uWoh?0Rkm(S8WkfG>}!pV)?pkMS&HI3sVnFAIf#Ov2jy~@Bm>vq}P2k
zE$OX*?U!-}Z`fx6+z<EY@;m1k_Vvl$zB%OxJ?*}l>!N|_RS@4#??N~++d^x;VJ}Fo
z-(a4#MZ)*7f*Zb@aU2CIo^IXKkt)%P<^Ja4RxC6kI_?884#4V5_1`x`5<*+l14z_5
z1VcV-!tDg*&+q5)09869iqU=0Bi@BJXKwQUn;VWBrTHh(B9!^BwSJ3OuBD}Vh<Bbc
zdpkZdSD-U7*U||rP;6n}`?@cqNl0D#5s>S;iah25Q^f;tU~KY~UkFm?#4MU@dHFfz
zL`#abf>z33fWXfckP(tLi-pS2j;F=fK5ah#do4%vgIUCQl;i2ED_AkibRG$HJx5!?
zr||kAo!LRzA}(=|yT>>LWyG#dUqoGC3{-kfev`{$W+fb1b0WKJoq(oS?SVP_tjkDB
z=_8~fD=M(`Q^3hl_6=v05Ibm^zKfkRz*N>~=jooTDzC1^q_Aqxqa32dLt2ekao@&*
zAJVjutoWLpp2MDQ*{%TjmY?g&4gv@0i?a9&7d}BJ@ere8?=6vQFsLUtH%*HIJ4RE$
zK1dOiUEF0C3=ONep*WSWoXxNWUA^c2XsMUVhxNT}>Q<MOq7Y_c+!%W)`X*wOgso)J
zer8WqMz7KjKYo^ah%LdSOfSD+hi^tQS1Qu*7CypDT>i-sV)31ybTVs=L@D9fu25He
zlzR={PVlCabQ+7G$*3QcP5D%g*+57BRHqSZutLC{l5K6JQTb!-7Ev5(PJP@+x>t71
zNh~M4vShOGT+5WOB)w_d`?<gVB=$)2x3B|Y7gl@y0EdSFb%}mlgVEt{zDm#JvtDoH
z%QRl;T=fAP)yU_Ft6eq2F*A=>O*Qm1bwsKPZbrPU)J~gxIHl=muQPvlZ>s06od+Q6
z+kM0LKMfyna2Be)4TArUne%C&4*&sI6-WgHz#oSWr-#+G=e~ldY@!3=ymWOR4#fM&
zzyA--fCuxP@DDmh|0Ri^vOAO>${`!jdjDPB$pV_=pVCndTbK5T%*}y3;6VNJ)FPiQ
zP7`R?R6EVA0G6rfeyTXO_++12YWVY1`aPG2$+aL6{0DCUbb7MSJ1P9R^&Eg&V9XXY
zkoXC^AD<h33kB$0QjBh)iHN@#5|8ow^q>M(n<s<`I~l|cy<Y^wcTv-wmw)ZLAFIWX
zh~kRFR|qQ!(Be`)KZx>F-}MI}D?a^K4j5+pUt|;{KavWA74U%^)4Qwppo=~=;g_Vq
zbd?f}nDF3mXgLe6?!7e?SCMD)xmxAjh5VD~e`MG7MWK|V`33NF2RO_V93pG%sF(0<
zv&=lJ1)KdZrkhjc`fPsfYKpBUjTDGd{33wG^;h)lD^p~$uh>w-WS=pUI5@V7(q<AH
zYqc8%j3g@Yvf;C0RPrM?y~C7TZAsNLpEMpQ!8NeM@eD^J8Up_?_0qjzfs}FVio}ye
ziI1~J4So4}5w$}1D;cxNw9}k@ydKTGE6bp%<)@<26R@TsJrK-io_=(A_3*o8B~CUn
z`37NBfw?}uK6=jc)*;fBA47Pf22y?9`N0CD-es55_b!?ZYm2seC&0YNiyFhtIVl@g
z%4BHO`s#e@2Zd{z)(Ym(&0z2<=Ow>DDb`L4Q`aNj)5cD&H^n^p$rxHJmuD<Nyx$fx
zS6&UO^O+;hkDp_-1eY!!l|h`!{2I?OiSdR|iY)YKfscM}x!dogkEW*I{T&=UNmO&E
zVpM7r*r<i&G(w!ISGrd%f=s51#%VD$-vgVN5Pz46c6^!jU({ul9^G$rP}fEI`Y%{T
zHyET0$A{Q6|A-Ic9}h>Ib+!@dQHl`I>$TL<zNN1M0<DfWhyY+~+nswK3gzq4NH62u
zq6TPge)pK@Mxj=u<-~1I`oXOA@^1U2+mZm)YO*r@E7wmQEuL=>**l=HahQC>xnlF#
za2n+5q&}D+{#}aU0|Yua-uCX)$)lN{*gp15<;dsxKky>I+qTxN+7ChSG_Uh5k0|YV
z1-X3^7NQ-4oNa9J74;_L;$QlVD8Vb;;|ELMiLzC@m(_0W_cIL)IE5E&PL=;$&Ul|d
z`8e9aQjJfb2K3wjXBEvHc=vl{Tl@B?SyDLP&1}emn3*IWnCWQoC@U`0LZU1v$MrT?
zM}WBXjqQD}*L8S^ZebSrP(O9uOzqW5*gbQRKEM)$)qTmiKc~K*kg6`-JGV#O#d$9G
z_Q0&_XWh1wFJ`?<qGix_ZF?bgASM4(m1C0sTx32kdABy9G->vnA<+k#$$Ut2Ps;Ea
zFDgXSftv-v`F%6f6iGH_9tnesXmL7X1xj6_oF^K|*?{T<a)B@8($gXVO^~&pungZu
zAr-QYYSXDPpMXMbuJ$8^y{E=x^ci)5iuFm4*1@i-Jn(N`cx<Vde)m&-L0Tpkj6d!!
z+@ONKhBY^Who`B+stmZuiID9Gi}y%UGhOOLYSv`)Wy@WMcx|BrUXBAE-HEyE7xd|)
zl{t&!a(#A5=zV)DLz);v+Ag1Te1UDecf;zPWDx6Vj#Ji(k@zRxAL-QN&_u?#IujG<
zFFb)cfOjxr&>Qs)u%GcE=5=9WeuSu5dKrvJfjQ*St)99U@zUO?fO5W!fY)3lwj85n
zf*9<H2(vw-;HpdvO)wev4n<<7wDt01pgg>rA&{iEuv9LZ<{A_`GF|REftw!+kTwhG
z89zUuJf?c9ww&!VDfFYKUi01$ZIv>=x6$%|+>3u2RSA!9*+XW%C2|$~)l5XlQjOa*
zpG~heRMei9)v0HE+sBV|d;E+MJjA8L+xN0{=dF)mq~}x<ST;iag-V(a{jlX0OKTYw
zkYYP^hb?xmY5QUlNzcQj1f^C8flS{fT0N?!78x@FaC}x=S?jFwiB;9K$u_gKT!V)`
zI)MG^IF}K+jyoVN2{<IRz_&YB?qWC7-|hG5-Zt#mYvXzDUsIo4jo3EO-}&MmH@2v|
zlN3O^MW&|jH~qQ)1OYqz6b{w4i?Y)K`X61jLv5}6muCQsc%!&OhXF4@@Ps{p(>e^A
zM1Pur3#Q6o#iiqyGi&;F!OlkBd1fc)k_u)MvC0A<y8!H%Hs?t3PMiBiQXJTu;ZV~j
zm;oFGduHGM2PJ$d?|?M=+`mRXIe&tbu}`&<v@Cy)1(a-?_r6%nD?s_&7}wYpDKPr5
zmh<XM#+HG+P$y_Ow%Scv-mm;JR7;<S<cG)5WO&T8;mFLh_7iD16pCT{0x5Q|mK`)T
z<Y{|M=P28w@3#}G@cbL1wl?6AHGSU#O837hP@n!BtHOy~+gHAk$_l&iF8YkF=Th<U
zgWdzJ^C-#}4v>z)lnIh?Cd}ILDmtS(Pa1KuIn7{&PxJ@K;h9{m>6c{csTzQ{eS~}2
z=Q&|@MV^HC=F*fqMy%IRIKaVxuNbH3oK^|2f)+hM2Zy-;kFJ2FF-^F(kO9iWI6=H8
zU2zi4k59PIG$46rkKb7v)k#@(Z2=VOL7ND5V5S(>k@HXq8l2EdciJ{DCHE;mN?!UI
zbxsmJoy@-Ue%R~QeMh6zVwtT;k8kT76$k~Tg35M%Z_cxlYO&PCrU+EKsh(wonG+V5
zITWxmIqDxqW=rET&LyayEz_58s2@x+-4srDRxc6%KK3m!wd;@nhLv0owMkQLf|oj7
zgz~)&#Pm{+ix7{lInBNF-f=&zu#k3Nc{q*B_Cp-QYc*`|&rl8*3N8D-z)K40@Boxe
zs>ec~`j*d)LH|cM=usLTeZR^m{bx+8xQzuQ#9L2`7rD}>w)_#yKqVQkds(!x)6Qm8
zCePzh1R__Pd$e*o?7h-ky?DVBLn*gPG8bUc!B_*v{3}m=+lDtkGFVu3e`Y7wskk`T
zyf1QibU5yeR(4=IyG1Ygz8_uKN!9zr?P|HKm%+!h;K{9Ai+5%{`hTZV2W=B0WbGHx
zK9KD*z;*pjuIJgBSHv{4jQu=fd6Ec)c8IeK6E;pV*BTaH*$%b}weLB!O{Ou?k80eQ
z7yUFK1jWgbh5Cbew52lkX7IH+KzFdBQFFYw)%n`HKbKIVc=SC+?OZZrq<JCRS-=Q8
zpp@d>URpzjx3Qe4JNHNGGBpodGX=g<kF@&xJE_E_H^cfBK`ZEhWb}L#I3L^lK(as9
zu=eC3KDT)oY$o)DUX*528&3Pypq&Rcun6<5g$%4d@WBR+en8iOf!u~qTZnGzP{m|c
z$OQ2afu!AUknMm^EUAl;7K5aCErl*J4VTEY4koU~a(-rHTf6Vl{@aC_$(xRh9GNs{
zSqFD@Spk_UQ?*LrT}B>T6@#aA{j+{vA{o7X<gMSIV*YBzPsQZ!8><44D+=5zi>!M+
zpLM1Do5i4i{48DNmS?#~-X*DNU{2-s9DT(*BQDmexm84aN?2C|t=Qo^n|)Z!*|2gA
z3ip5fCL>v-&RgJ>#}Msa5G59+>~BS^57^r;AG5NopbTaVLO2>c4?mbg;_j|=SH~z9
z<SdW~RfX~`CRg<oY+5~m?cCamzhR~o+Xln;_0wX-L7&MK4c;Auz#ACisZv?vWUWTE
z!B?3AkE?yQMcmY(`#jdhkG800fhu&6r@m-|1#V%O82ZFZin3~Por^FCKBa3KpQZfF
z%`tNRFD5U^(Mv>_iLFmju|B~^WGXX)I^q?vm@U_zpw%&8mWMPR_TBomi^$#U^+2X_
z#dEthE-oTJIAt=NmSWljU-97VE6AL=?#_UA>yT&ki2+&3F@tG`-u9Jhfc*<oA>8w*
z!))BNzEQJRd4M4GlbK7^GLZ`{YJe)`@VDgdZge30o3&xfm)a;))^9s*051qYow#?K
zJv&J`vXDUBA8-Mbs`mJS$LhtlE)`c=B+HbDG;S?Xs`WWcrPyQ%9q;gYmxqx2#G%xy
zN5)N%gHn~5DYZ>C6){%M@Og6FNW0ET#kVbJ>c-GHCwQ)H<848dME9)MWv6%>A+|Lm
z#EO{^wdc;NC8~Bxpc2xYtMZ`EWU)94t6HMn(yQ4?w|-7w0+Bb<@#=%kNfG_!$yL1^
zgS9&#3Tnfhf%GLRZ(ScG(2+uo;~^RsOqzsM8=2&UIjsIdEt0b3WM$QYksdau{SF{)
z4<N48fA_raTVSUlco0vd0$sKl$FvLp8BCd<VaI92&ez*M0L%z=YX5P3Yv-F<%oP)m
zx^VkIBPC6D$59?6t?EwT<LUgL@W2~1P*_PjRM&s03?wXoaeyMh9OOFigN*-Q(D2XI
zG1gr-yPbS?hNY?;)M!`T{ZzVopra3@D_QWo@c2hHeOBNfWq~x7<Sg&{daJ-$?>0z+
zDzBt#`c=<otr<Su`3Bs-IQ+SR%iA0Po?xX9M+4T3Bha&%$4OrNq&9b)3;&|&J+mK6
zNz<?oD9gczmm15KDNvGkH>i+7QjPmPemp5S&%}o1EiEqxc$5aR!Xzo1C=hAC0N16f
zVNFQPmB$U!qG1JCxphQPzzMvoh;Y2O?_2buD0>syPa#`B)0L7Pi5?lj<G#Xs80+vK
z%!rmvR-;d}xOX(SokCne9{;s#e_Q<tzXv-G2u|t_LR0#FQx&249-MsRX$Ce#{{2#E
zDQ|4Pb!{t>xY~rKzw)%Or5k`|XLP=xDw5JjJm#-4S^5QYpyjahO0uX02OP~^)HO1P
zZdRXMz?<<JXzcw^+dDrWXf$Bgx8Y+}^K^2~J79%6ZSz_#q+3MU{C<;0x|4iY$j4EO
z7D1p|S0MTlzBymeD7SojS?);aoa%S;AKw=EYKu{$qSG*wB$3}8{!x{Y<d*i8gm<S{
z>RZB+t7BWw%m7-5_d^dDQaai<{WG?M3%ws?w5C~(ePfO<rLG~scJ~u8K^q6|4WFE_
z)cot>c1Enkw8Dz5!**ld%&3Zr4fFfB<G65X1!K`%$D8+QiB6a!eCuV)NEw%|xCs(o
z-5YntEk0X3zF?&1Kz>wnpkwPq{sW7k*LKFOsfj+=%;egO4R;x;n_h*xC8qONeFE&U
zymeTq;Br^KT;h<Ru8WZu^=9mp!YjHmaX;Qqzoeq9;`Ya0S1(sW7z@-3hDIkouCxX`
ze$$|9@m5J+Xo?h6*6t=EjA~vkAhuu6*4`VfL8flO+a`T9!=x(Soy*<Xdosxbz{2w6
zB910_I?C-6-VF>kF@NpK1aw*yZ+j|8J-Vcx+`h4u+?9_mb{zSsPHg;v)Sg-vwd}TS
z6dVLL4Eb$717R$5KM&|pj7^Upl0!ZOdk)2Pl^jg%HoZ-I>V#dM*#6nQp>Pmi3$$CZ
zs#}cK-H<z`E^b;Wk#^7RiM!YEslkY>*Ny=v`pA<OPKY_H#VY-Z;U3r?N)_H&GO(=~
z>l>MQKc&Fl$#*dPNe#haYV1UF7tA|>2ZFrnC$S@zU&%Ax+MFnO?AZ6NQnhu5G%Khc
z0U=W_V-AcsR=lyw%%9DSpb#HHXbw2DOK}m_T^$mKR{}`*dmUzu7WxI9$#P(uW^UWX
zNd&Ef{r-OCNYOx{mQDD8_K|(LyVZ9FxaEW-O`mnSoQ^O8^4G3gq2Q9Mz4phvvyRU>
zCbDU@lI>#N05?@{=FK#}_G>B7x!og$cHd|hyMgm2q7%(a?D4iuet?kvj8(pb9{3YP
zw24z^UZJi3gFM#Z4d`*vJ?z*<l{X`!wzk&dDo-U@G1^;Vx@@w8Y;$fJxuDKEic~1E
zL<tU%_IEFfG&^5(-b!(){5@&=B}7&xfQi>x_aI5)M(!H&wSn3_<dd}<vCZXG){!Bf
zAm<;~SAD=@1s^a%Qu`hWryG}p4IdqA`5Q$cHwU<4pPVez@dcW<R#&m-7dle?CD2jx
z`9;SYObqT1j1`17pdY)jNzF-DX~*yuY9gYChL`k`3#B?h-SBTRy3+h^!_>)hA2yar
zK$A<>8lPdC7O<0K5NE8%@VF**$+BV%f>*OWv~(Y=fxph`-VrZ3=fzExu6Ry89n9{C
z!Z1W5TLRBBg9AZ(^hpL7@<A%Q)wxNofZpm;iYM#%dF`$4o-edsckdP7tBr+^W8gAX
zSb)mDN--Q%CcaKR#Z;~cQ-;R13h+kvUaSZSUqN|LofqmfiEF*=@$!z#3MD*O_etqC
z%hVA@gVjKQ@DM&-n@wPvBaIjbEPJ2S4e@eHzCsT?RY#M+Td59#FJ$2}=Z5q5_t+*7
z-!RSfFSn|}bvBM1%LbyrGK>aoI7>gtSR83w;k5@d&#8Q%ey_^+4%oWwy1ObbY)p>&
zmO|MmEch6ju}ze-m5WnZN4;W`GA!_%Mo|PTyeRF2`)D<eD#>#iJS5s#Ua~bg%^|vQ
z&^)Gf!Fx%7ARa#Engr8qn5NH>zkOWjCR7{w&^P2vABrxGq0Sx9Ku63)ck?rqlSv(~
z(w4JlMPz%4|H2o(BUQ24`hGdi-5BM}kQmOU6ctijF^vstQ0Zz>k}I!8UfmKftWiA(
z+%RS^@|9x({JO4-a%G`lmdM0_bpHOwWfj#6eZb(z#og6PUpG7`Jj~}N7{F~@Pn-Ok
z^U&Amxai2G-Kv#f3{{omvD2M7M92Mka(qsGR{=}uH~kgI-PNN&^RV-T|E|Ai14;G&
z6$8?7pep=7Vc`FbvA(WI3bY6Ftb4@(Q5b0dpi^bL@xR6o5lj*30AzT**bCsrf1b<%
zA^F2@uy#&ZLM`jVk;<&}cZab5;k{f9fIQRwb?C$yQl7b=#o4Ao!a^YzLU7rTd%4cH
z5XX10XFspeE1rmq<+XyM2sUZw>v%|8eNUK$lihgPQekD6+)BTQE@iI)i4`1T?QzL$
zKE>}n6pWs{%yiL7$KPsp<8J_2$|MC%P{)FFaS$H!YD<Y!>#O`hqaHyaxbpur<Y7>`
z(=zXTo>P~-6{MIo;7yLA=L<iv`~7=~@;c_AzYf#c^6SU1h#-FjU}FpJmC;IOqbm`u
z=1PhEXG*<@K$M6;?XOA7JEr9`#TNw=17Q0eaJy9CjP@wB$<MBW@A+oZK=1ad!&mZg
zSZ1;AO21^h+`xc4)Lx}}>i!?K_GezZ|BJE^9i#@#zn4t;y?aGjC~-_)c=IptVc=|x
zEXyz9M>CRMC%d^V<=GNyE)^<9O?#)uZx@-_JNfLk9JR5~b(0j)t!CDhxMLo>wYFDw
zFS=z|m^lgF@b!fpwWQ-$SI~7hkP*XuL(tL@p9<0;@uXLl<R241LaR}?r{P28F(&q1
zQs$Bo`3sn=pGheZRVp73SxeeN@kGG0J*<=xFX&at2&edXP7@q32XmaNmA=^(m%M<d
zmy&zXm2i_OJzaDhyDDR%agU+>s#M=#e9@0uw8&q_iUF)fORob}H!5#3W;S~}q{Lf8
z(*)jZu&n8(`(Jm<HgjTR^g5fo*+Pgdft&3avU*l;^a4IzM`mEIPfJ~lh%B2V3OJj3
z+bA-#veOp54Si7d1EMY=t?=IQs5w*Jk7tH%r3`?+0(I_h=2dGxM_}rJ>b2>a>*ZQJ
z@!&1YW75$SQBIWEgA&2Tqo+<0H)gOK7EcE*WII>b4%>+Jd1TX-EtQg6djkewzi-5^
zwJ>MksUhxOJn!bltGDagc9RPH{ulZ^bd(Th*@~7SjUrwE0{;u>4IN<=AX$GbfMYY@
zxlk3bp}HO5@aUi#_a<RaJ^6@4zk;$xr|P{vH=&Nx4+pShG{bcW)JvyM;ts9b%9R7z
zxR~rM+gs)NFf<p?$;M4)W>rtRS=Wd%9drh`raAuGU#lYZEIWx%>+P{$yS(99{2%$a
z;Z6U70S84agk@xA3@&>Dq5)ys1>dX)sX?n!z-!x}teD=vd~Rcb>Q0IDcgxwb@W*|f
z#}{v&BwAK?$0+&T7G-y%rYW=CyP3ylG_ZT{{F9qSevDP@0q*t6n%+_xr5uP7&{Kyo
z#iQduUAsC0jV2Z67>J&n0@E`azC$W<go2~UH*gIl6gRKLU+aP~KdZUB^w?c64Iis@
zr(nTc$vM%y%2X-x<*l)O_RX)NhCe_4RKUwUeO0}wxQ#ws<O+mTH-2=7xN~SRu04{%
z?F09ev_S?=R?$vjrw%Cq(<G31`fKFh){^?um!N_PVo4&G$@O42;9<!=q(Fuvbr>bm
zs~}li9T||YCdIf2J(Ky-S}f=xIv~^!W+bdzqB^X^9`W2}d=f%jxe8M<oaO;ndg&yY
zclB@_um<LYMgq|Rnrz)qBi!n?9o)cO{$qQ5CO$XKF?LZzf)N~b(M;QIrhY+{I9~@)
zpD(oA_!{Pv(Cx9zmp^9m<o&TuIj!g+Ba_qx?!t#adJB;J8+Tp1RojVLOM0KUA}AWd
zJ?!*BXNq@ke6{yZF`!7ZoNc8N0FEsq|0qOd`rAviYuQ$BXaX9@&^k3b(@EqHK*P&#
z{6LENqz$oC?L#<^`%hd`8WG2AIiR~D0U(GhxofyqG39BPzq~NI4D+$${ADI`YZY5k
z_b{;G@acN%={`>mx_G>m$02G0K4p~3q9q?UqOwd1Ni#NwLMq~t;W7=?e*c4$<fG>7
zT>TfTUFfswsHhBf+B}RzzYx6&O_af!bhyc3i8!o6GSs`BQqhQbX?siw5h7?4J!L6f
zrVvu0h{`U+7dC9avT60=sAfpdaADg-z;_vIpVd3s<6_&ueLWkL9g2;kEx=ytXHZxD
ztr=bkX=dzjL+okDu}X`C_p>hH7`I6=q=sYd$AMd<4{FN9!}>mp8~N&Oy3$fq5%&Ve
z*pY=kTO%+*Kjo-i?0nD-734GZtrr$=_2o#d0=+6anty&vX5q8(WhMV+)!l`pjiOD1
zu=L?Eu-k(An)LVZhv4>`<!_==4~z5G5G)ZLVNicFPc8Lk<60s^_As(!6v9Mgn6}M`
zrRrqdr?XtmtX5etQt#_oy5q=-shsWjwF|XQGL%$n114LOXXWaY*x@b1yp=btlPMzG
z*rWJ>+gZ^1dKpBu*5)EOlq=}vl*@08)E(q+W=E(7ZoKSA>HxNh3wwoSj`EVuuE4V+
zOIzKdyr@bW&pQ$=m=m~#LX4YSqrhEt9cTCsb-fc*TsCf9kw)$#jhA+Ca(IYz<<TNh
z*3U2Q3H-(pJ2v40NAKBIwD7h^zoDq$2fGz2BzE0mz5UIa4w8M%hu_EN{*kHe+-2m~
z_FtN}25CO|e`&sW=MnI~(%{ECX+9MY$2<F86hUPGyew{MY<?Iz!;)XP{`>qKVO{8A
za_z&b?<qS%M|%(DhwmxZ!yo%oR`2hAjHH0E=D3au-^0>7RPuPqm$UR8;@2tH;I1MS
zylw80cdyVTZ$FID%kDV?Jcl!)3<XWEZnhA~ua~eZ1+pGWew>&306Mr=UkLfGS(L4$
zqOMt!ln|kO#x0$*a4rfiLXU#Jy4fRsis#lV20PY}iB8C3%jgnR^#~kg7dG^T_*E3{
z+9<ZlGFVmf2$`e=aw*Hn3pH9(QPJZXH`Z1v04U*v@!C9Q99&YwRj4QYAI#F!pJXDQ
z*PwT+i$B|Pw}#3=9QexHzI^|)pJI4O3mV}snrj8weN}yp^zop>32@O4X4~0{D<yCW
zmll`t&EJ%XZZ@&-z~O^8M+_<;_GXU<6-4NN(d5|yo9^*%8`+bwrVi~QN=#xX@_sqX
z;`OrlQK}^LqoB>qSbucw%2w3i;0jb&E8lX(SI&cTX`L!<1K%>wd?UKyPiR}TS(v%5
zuD~J>j%pDU7Zt@CRkQ^!YKef@?qn{}URhh<jG3$+5ncLg@NQ|+OB6`dt6$M08H<^I
zN1O8X8ZqATQ4htzvYW?obs7(@`iGzc5=v&P5l$VCA$y@M<V<zY7_cb@lwLyVY<Eb>
zochrEi2mXG73J`VU${q+Uh+FC2sUf=MVmFu+VGg7dlWOEI=rt?IO2>DD~x&3v;~$%
z7e_gGrYmPe7GRICQ7fC{g9d)TcBu%A;Py@V2=Q~Gcr69Wp-qKT3g3FJ+!-Y5eW@Z3
zD2wiO6pX<W_<8#eP%mER3UOP~FbIWd>>BUrHzVzvjOosbzUlAEP~folE37<m=3S>m
z1cd`TjHaJGT_-qTlc3me|8<4(hyEI=NuD!wazXv1N&K5pUc3gu!9H0OY{vqF;a2Mp
zObpt}03PY}?RnAHA2JaY^@vekI7PUuFJt_<zk-7EoaFpmfxDtu+;6?}y03;ZB@D02
z1wb>R#wnUzv6Cxg=5tw3Js}zev1lXQvz#)HI5E;9)*K4n=-zp%<-@5Ilw&?L5i)Q=
zfAJCCWeT}1mswXU>m_JC2O`Hqu;N#r(L!d=z?yMU#m@S2`k4|EAF;;loBl}UbXov{
z3CHCu#22tI=#T=4fJK9$l4c^S2_dR?bXmEO!hM};ZBbqXC2SG1Ef66!*QYevHKKO=
zYsA5)7x>Y`p5G8e$-=9I^$2*!)TR!suum<OxmjnjaRqsyfO|8%Wt#-X40^E}hx0c-
zvoYo+Iz9D#Af(k$wjR=fTu|44KF5Ux9j&>3x_V0E*RI12lkE}w_DNq~%oE;&bJqK7
zS7=`Lie<W>o;EI*Eiq|(l1*)dh1vP|cpP4~9r$AU@ky>8?D<`EMPFSC5D`V(Q>BrY
zzf@komcG6%$oZWpc5%wP;M1AUxnE8I4fYV-!1uXz&zD)D=hnTaPK5Pjn6%KWVs5=e
z3>POF0+>FVm;=7z-le_XO0AR<yZ^d6F*mNm2{f0?Dw8sBEJYK!B=MaG{iKYi0pgXb
z9wV*jA35Qhr;a5RaXVb#t99KqIHp+R>A{1=);0?lHINjI`K{xk3$}k}bMQBP&QuPw
z)Z+R9hq6^3pENdOx*bRwIhwJ+q0rMb9pj}Aa`kJ-SvYB=VdjD7;P4#y0o9u$LhZUg
ze8szZZ>>U~qqsujCE2EY;Vj7l-r3^J4T3>#qv)}bKfB#La`jvs%ks7CSv^h*Mf?!e
zx8b0UNnrVyyxVJDU$4T#uo`nSh?K%_Rz6VLDW?L}Yf4ZOaDY7n4G|D4i(ZQyN>8>R
z)3lt4%cWa}v{b%ce;o!8`s*>e0;j91ZwzLwDkwo4n<uVwag;q=faHsd3*mu0Fu*|T
zpnp{6FRWyTWm&OD^aebw1<Wun)y=(wSq)VCR3}O8A2CRN|48C!WUAl~<GQSCZ|5j>
zl_kAg%+VsLf9fQiVDVmMj~9dYD*9am8nS<WzP^^lG39W?p$Tw+>(lcixi%*bIlF8~
zv(b&}rol+<i+G%QvNkZB{Nzm&U5LSw36TrVVJuNU?#f1-m8wcs|CQd?C+&b4&U_&9
z8L2QTpR3Q5s^`bYw>PRhBZcH6)p9T{P{yC2kw3s@Yh%8w(BWB6Q<A>+n3|K}TQ4x2
zVB_H6Jwe<}T~s}R7ig+V!(WiMH61`|PQ8rLcqa_c0|IhB@LMvi9iQ};TD>j&K0hC0
z!#)MhVk7yWEPMgq-kf@jDFLGU$ks=Ks(D4ve5wlw5M4o_kU9WBq31f=nbDx(jm)cm
zU9`e8<?dO=oWvK)AcjC=Oyu|4($6)_bLs(654<z76XnEf-rQP=BtHAK%SVa=UN$H@
zR)ghi<~w;dW<FoaiWW`3oB1m<5`z8tCmqpKo}PkE7Rcji*zvHnF&)v-Efl8?y{;ZV
zD;BLYtzZm(>A}1sw!$tJqF>R$n@{3nZLRW(76flbHi!?$e{|>Y`$8hDSP)YGU9fQ+
zR~q=6N8F&c7rm@P1fh;_&-Y<#oUT-r_PWmXDf`i~{kIfWi1a0B+8c`I=e2oCTS2Qz
zO?jA&vYKiU+e!LwG(~@@5+*6!4gJ}(rJUnBuw(fx@&?@%hGq$iaW>}q8p=In9Z;9Y
z&=Y4^D!xs@ftl<`h^SW^B#DV__np9-@~0mR)7=Y=@Q*+(qX-1gBhSj}uaqZF2^R*V
zcZw1jC4->G0rdR)w_ADgdNGhAz)8kkm=dsFZ!`V9<~stJSM@#lcrBRu_1O1{4qd+q
zl>^8C!DC>HCk5<1KQ#`6vSk+hEooO4U?;3sod1mgbqVZEnf<<t{^#+U{y%qSF}(jb
zlqllNcc-Eplr3&%KYHf;2iy(+u8iMw2e#jzioB(31H1pOG;mY#mHq3n)$sjwvwlU*
z^=ug##Bdx{J0|=<nIcs`;_}vtJWhUYcrS;pXL4>{D$m7NC2DUh)w<z`6L4}7_w9c0
z%@ZL5+?syvGG^WfGbs$O6gX;)-e1r=69reca6OAZ*e{BBPmOdUt_MO<$UnE^fjR&M
zxP(Sii!AplQmR&=zfQclvcgfvgBebK+{U#@3=#g#GRLvCUxnISwLd9gr{*zbBErQz
zc=i6UEk|_8<Y^XY6I64^QF9{Se=4;iA*QV!IAg2+suLXBby74+2M}-1yRZ2Pz`bAx
z?i=1mJKX^;dZJzPUJF=uEy<KDI>7Z`96{qmIdravnpv1lwtT__&#u`^APLBwFsH0W
z%+s(T4Fj=02QQl3%Zm@CrN5{nrO<3N85KdYvw`(Vu4vb1#iA>g;MWL`^cZ@YFLvd8
zO>aPIK{+nI8HzOT#<4N~)kGnlwP$x$^yE}7&+R>rH%&nXSh$u2&b$ID9Ia?M?X;9z
zKeg9dkrYryMJ%{Fr+KOekwfw~M#M|Z1u!qpG&S4OJGq_|!QS@@7c#SxDsYQ}@7-;N
zYFplW$sSW_7G08XI&*VF`Sw`ypGAIKO3=l*k-I^g`odK1=K^JmjC<Hmv%xPT-#I3j
zR=wS(2G>Zr5Bpj!Rp^~uJEks0jmgUNR(hKf;q)M#A6;J_Aen4h(i5v)S{JjidC~dv
z(i)n)#@iky_e*hASypYY=lQcr`X3Zk6B`W|?k@EFEb)*2y3-R`@A*<!XbW4{q7`bE
zJS7L3mx)21wr8|*X-PKZ592m8%)He|3vPBa>({QjWRa5m(71yni6V~=wEE_de@bmn
zvlVS>IRdX|zvoW|&G{T>)&C4*35(98p9;hOa9^cvZ+RU#C$ifcuG(fv1N{9UJ3qsh
z^ES$|Hu<4;rfXn3%t<3Oew_HEH3=nlgRy+BHYU@F_`APRy5$lxlb2fLQioll9&4B(
z<O4>+exVjkuj=w&$3Ez7=*`ZRW@GDz4}^RKo&=JWIU_a%fYwSJdLOT<c7gU|0EKLN
z&YpIwLwfRpwpk3S!ZRIIF_M`d>na>zvT?+mAExv=K(IZ<_1{Tq73Z@<v-vK1CGjYL
z2jO2(VFiem4c4fA0uvOQPf9p!J3!?i<zrWX5krca0m3gu`O{yIPvC{L${8E8Ss^4_
za-@7YA!((X$~q=R{SgLK*MoY6D$nv{4Y!|X{v0;_H|og9V%U_Mo&HcUpUh3hSO-U8
zY{zrEoNgl}Wi%M1R4R{enDP$oy~Rk0=<`-ZAqUAbs@`cC&qfzcTf*L3uy)FcsK+5{
ztI0)RlnD$(DrEko@^RfhwVYHWlyOz3e%2%mWWn4hF2vD%r2F-pup^ovJYRoUnExxp
z&sEOS*C4<4Ja1zutlFVxc^jgzVBV9lcg9ceKJz2yFa`%3*^jLZHv0FR*3o;nJMwRl
zd}6-Sm!#tf-WIa&VlM;oqr3Q#s_smZ^6OVm;@TA*i!-SHrm~$TP13|i?ro35099%g
z6J2~uxTC*q?%)}3RkWu4jB7MybhO8{H1f&nT(Rqr*c^FSrbQa)mu&tRL{i3whpI^&
z&Si#abN}tjGGbdT-NSB1cPpYyBF&@{$Ce93gcoXIUrti);yPV8>Z-ejChj()ln<Nc
zH0)suY6-Eiu~t>!Rm1dbJ$FmKWG;8x*+ch5{n^1@c0Ih^HLu0*<JHCZ;Y1}+IrQSv
z%p-DVhDnQ$E~kzzDoN){_1U0>@%F=3*N<`%BDkd~=s<tZI3L12r|Z;j<53(p4Ki(2
zo^7z*Zp>5?InUTke%#~4=!o~#PxCoS=WW0C&s^Gil(~$%b6{m2OUoX{OPMnV5~lSn
z4a<6zAb#frkVYEY4Vcy;iF|qJe?x!mA^<e4=5DB?V=)#+GR*QbNhD0@Ob>7$;3i)(
z%1FVmUi)D`O4&k;wK{<<#(^K2?ggl3S%gH=$K@N8G;E7DVo$R94VkRK^=sI!s<7Rt
zWN7c&f?xn(bnFkVrIV??x+0xFs!q;d_U}=G&jFL6fW6&i$(WEjNj+?cSA}9V8{4$m
zN_a#L*s9oStv!yWPY);;2_{WA_r85EvAvbDADCYVU1z+6PA>Ti^Hqc)wT`6f2ge>+
z6_5V}D(-SL<%nqWf}!34CElFVJ%5rJytlT7?YEEm5@|H~YnPBC&I%Zfu)nTLXT;tm
z{~)Sk>{PqL;3hXUqYU~3qkO_yRNz#h2=@Y`D=q_XYc^2eDQpe5r}?AxUZ$R@)Ak6l
zr%H`(jnNVoH)J$ywRG{X?)K;FN8p-mE`Il*9Kkz}Z*p#wCatz%1sBJU1*^%GhLeDM
z_2~kRC=0yf|ML3{mb`e+sMbW;fc&4YzMWafy|M`hF-dw%?PheajcQ=CuUFyZ(0bT<
zVjTs$X$qWYE0Oa$C@5t*YQ>cFPnVea(63#VTOtPN%W!*OrW-U#^d8+lZF_hGKQdjo
zIi3s0WwE7nUpfsG-}1Un@SMZGM>EmUtI)r+pQjv0wCd-!-xAWi$XwOMyM3h%OuMP%
z7Gx+Df!rrA?=gQJX;Gf{Gg38O>NY<h{9}sUfAZy(9G?5NONPryPE~!*^_=R|n5@!A
z3W}S6-ES5(o2y$`agEIeH!0S1EGxN}6PIjy1z4dA(X4;%>Y@$=i#7>q<Uavn7DD)|
zshc?qhJ()BuU&5*y+zZAypUhJOv22sW$)V$Or<wp5N|PTLu#bbe{LVxYzf~u{7tr$
za2XVkIw_z6t>A>Q#*6UAVuiaaGYdB=DeQ)Zfuy6+leM_U0E1)+T4v$Uc^-9G3Yv&4
zN<Ax<dM3CFoW2JB5u00YtgFnI##b@_?X{p~x*J49e(A4_QclfDST!S2X0vzzg?C@p
zj1Krt;XGQ^6ZaGCz>u|z5suotqKi;oOh&;y^fD-@R(t-L6^8-u`Q*iIz%N20ANFvx
zc~!fjmivAa-HZaAAJGw@%J}d*+z(ty0ri8xne6kf`EUrhM}vz)f1XAze%SGm0L~D*
zlY!yUledC#V}MK2m6eGb9}eHw3>2y1r`+FuZ+>egZ|b2dtNYk$+(P-Z@|`(4eaW>)
zXFlZwdfRa$BJj;>EfzGiUB_?BVe5uKwTzrd`})nDg;I%ekybVzlT})WQgx_2Ybz(K
z_V-MJ-;`~rvZaq`y@gTdlc*V99eo8N3z}LzWgW!@4wmYxoFP{ree!DI>>^ZWRx|AI
zj?Qb$)j!wssa;T$*i`FV-!-UT6w(kNN-YVXP+jxmUR!HD<4Q~_>_>gn_^KMlHTPs8
zf#w46YClYzKN{?fVuUx1%ay?0%;vgnlPJ-yq(|XPw|n6vO&7sng9GyMzJgX(c-*8^
zV61UJ{|rIbgVzCV_OchHj7FduP?OELEp?^MPu|$(d+9shSa=Q%4u535>gqCibcpNm
z7YT5^UMw=ALo-pbmPxL+5&dre9XP}BlEA=PCy@q>s$TiGcwD;V?4MAG2O%#&yej4(
zJqte%#r!^A9x3$B_)0+Iw9Vr2?BUSf<%<g3(2ahBh$xi;xvAI8Q~jMoxY`wA*lpba
ztltn@8tY0_%I3dU6KMEcuC8gV69@p?)tfyv1T(M}*P$uRzord)n%^skhqMOwc7hEE
z6TD#){@icCL`Z`0%2zc6`BzeBc`SeJ>$N)|;yO=?fg!=L`%I<z&wcuk+WOFj<}IiM
znMCMnhl(W|LBJrJ>%PwMmmR(|)UD*Az@PQ;X{yHOa^^nPHckJrKp>$0K>xt~RoVSh
z!{0qVuSVN72>$lHY~e}ahF_;DrhI%&Cu`?LegUg4H(oV1`<e~loo-;3Yj3VED4$h`
zn5#sNobVB4quEuR4;-Z&1IXDW*?YZH&x#&E>O6SnlD7~b`Mqqfc8Ws2e88B?Ds(QI
zw>?*Q?va9TET$bpW2*n`ds%U_lfT|Z_@D7`VLtA4zfbkd1;ZBB41q`x%a<NB3oTuD
z;kM?U3QD?7>95fQg~buGpYas|r}|~ZgSafXzhpcCn210XdIxQef1+=1ZS7Y%x4uHo
zkK9x^yO7ip;+YJ5KF1S|sC$yPZ{?>;4ef|b<3aAJJbftdQATN9Ld8!Hlfr}f$B%}6
z$lPuPtL_%6oLxjNl<?YYJED21i0L7*e(6;gvA72$^h=~MgEkfNGFiLtUh}*@+=W?J
zlaq|R5d&4S;8|Jut0|5@U5pN^tCwUBct(X*g#@kFnl`B<Nz4xyJSYy{x)6DI2wg`n
znHd5T0iV=kYn0$pVdRYqOu^HFgu>TnVIdIdjDWS@aBJ^fys}eG$d_352{jdyvMZMl
zCk>x6csaLpkK7Gk;>t5`q)L8AYU8rTtuI<Mct2201T)Rsd-@uLPlE+jTG>G{XdU>x
zzbZT5fr-U1r>(&*Cz93-{vn^rq)6Ae048M~0`?gzrhFEW7Q*)*=6iV9HRA9ro7jKh
zYwD7<&pw(#PBf8Ay>6)b&4b*78l-O=Ds0{pr15e%tPziE%x0=Km-|MLBDiXkbcAC<
z)X})fWlxc2H(w6`*;oCOkx^Uo1{qtyDODoR8Qxm#S_W8a;t;0buQNrJq?+{wjO4UP
zMN5=5I>DK8wtytaO-r#cG7d40-ljMpabK}Y(BhbCCc$KX+FNv?;v`ALnopc=ecw83
zry?u;(t7EORTNZqF!4u`1?g##5Vucf=;SM$q)UwMT=!!f!-bOcec|T8TuO3Z|2baA
zh)i3GR=(KLxw%S*yZt+lC2yOfLvYIWGtU22bGUPc?Te<#r;BjPx4HSe%DT&D8K>a`
ze);i4<^}<L5O8d;7us6w=D{f!>HO^g$;h;?Mzhf1{3y4en2FsisE|w-%aDJwrE*Mz
z`^I#1>hnN)doO%&=6n9~WvhjJ`1GQx`>3;YZrO(ynk>~p1PfH(p`YUa&RHqs`JUPk
zeUx39!5)~e-&SIk+)fH6c|^I`iT|<W6ALGqo@BJutap2^su=qmZ)wVRtUGTmr%)!7
z%=gzu?{bW_dkh+GwWjk4nmqgYtXWlEnT>Nfcbw)ekggM2lPuWUUIQk=VR(BUKm2wq
zhMZm1FuEYxl6tX-(dL+B#Zr$Xe}dPRO>JrU6CgJgZO2{GOZ-_w);B1N%r@2L1suq5
zth>aJOiy?6idUa2Oj{Im$La}tb*U{CNO=sgdO09&=ShX;hV-a!Lk(8L*K|G09&h6x
zwtS6p$aIueLZ480;4>MkUm3Ia`6hw23Oz?ZmpS|JGG=;Y25X@G46Ikt_jxpV_^hyU
z;bFG#TtD(UoG4N7u~4TZV0{bSPagsX-({CQNM23%<WdVE(5dl$z0oPpsaGABVo)RH
z^HW=uY)?xKPp+akTl^&Epvbl`@g7MJ>^?Z5$*=t!Y5O?!1f!GJ6*B2lK@(gKDvhlH
zq;lvOYDXVutNqy>fmOE<QvhyXOyR*udDQvE)U)4ffZK)7HX$U?-_WgC4?*O4;7An2
z3g|p{=cEREq+i=2v=lqTLJX-e<!jTu`A_^ceGYK%C@&vWK#e_m8n!A$r_Sqx<})-=
zpuRG1SE%#~KGf}hbD9R;u-8?R&!H*AE<8a*^C(pZFRUOB42u(|F)1qOZ$t^#Y<0`@
z6l0_A+Ai9};IbN%zX2r|ta;mtHtcV4<BD^9LhB4F#&CuJl0h@4s}Zvz;mfva9|9{J
zBV}({<q*@TCFJJ9-To#FlZvU7LyKpOH<Am>hQF+is{z~zDi$z_XY80hhr4s~v!{Z#
zF^H|ch?mQgV8qlPGfg~c)jVjCj>;u?yz*+<Ewy4OzzbzskSN*h;>@RalVEZN4$#p`
z`G3tJj&biZGxNMqVob3u&<{FGK;O~ggzE7qUsTDQ^?5!I5jzE}!5N93U%Qf^fh^PD
z8vZPNZp(45*TA$-SyV}FLdb_WR%S#3vr`b-8@pr2b8^xs0q3fJe^KjDl`XU63ZUWm
z7SX3r;#T-U<KL0TCoBAH`9@j+_p?HtEn9>L=;!DO&zI5s#6Geo&wK3}boQruVHDC*
zB=!SlhOKZt8J09^VbNE}^Dm&!#1^wsb>I)qq0=geI7AC^xNwT6@HOCYb&zr>|FT71
zj1<@RI`^O`2W#$kBJTGt)Bs=$deq3FRpZHwDhg%*`@yf%&LUAZZ~YzGN0~$Bu0^py
z;Rer&H0CMB+bKLU#V)K@*o83Lv?tv5gXuM~>fi=#k8uVl`&xL71rGa-1*v98TW$6b
zW6ccwK5UO^fjN8hY>M4wxny0N#${Qg@kc6o`)Dp7h4<9A<-Vxd`-r`LF<8ZRU^G;}
z7Hzl8BvE5hXUp1jHo<0X%#c-6Uy-0KAc0KVY)cOSrEk_-_mEOC4%DiB>4e1WxevEl
zfE>x0Tn6JD0tjG9oSru8_ZM0{Jfu`vj_BKOMR{KYdY8D6*qe=6w;0{HM_17jz;@Vi
z;X2|ysuLdjd+Xx48SD{{F}-&joy0Z$y=a>FjXbLYksb$yY<$I^y`Y7dZ!#nXeEsVp
zjndyt&{1-DQ+wirR2Sm5lb}C%ITvPNDc(mVO_A{_D0=6K5_dE+^~GPbNj+aAmzqW*
zF>@Ap4Xs2LnM)XhmsL!y{y6rjmQG_L+}iNuFs{RtOLD6?lNwf&3{CX9it-*gW}mH^
zjSy|zj)kWiP{$L+U=5xgY!2Rr*@2ws*gQKb&DX-kU1vJ#bSHEUQa2kWP&iYhw=Kgs
zk;zQS%4yzFO_>Hk#h<AHvCy^^kp}oW9Otc>Ch<y-Ia}{vk%RGFh^uaTjmaqd1dmIV
zIIXf-({lYPzM`ql!UuHc`TkuXci_1TU;`|)@AOfFhfN{ei&aO8o$8MEk}Jv@x5o7_
z8&^OzCL#UT4D`bm>??cC!%jw$r#v~{jo34pss9g2-x<(U)^+WSGs9RA1uF;{r3oll
zC<+M~1&M$V0qG@!s5Ft0BAxr#h^P<&fuTl3K)Q6PkuFjKq1TYmYZ6KlQm)_e{eJil
zlbd_a*=O&y*Ip}uuwnBze7yh?IC>dRPM}vMc%YN^!A%Q3Sw@*D;fA<)`96%CZOA$u
z^e<p9v<}>H^*yU8O+T?gZ2>C6_obaS`93?_QO*(_n{vQ+7bFormscc@IAER4d3gg|
zj%Au!MM%X4Me4FC=Mcy`!9={jL88)v%Z0t!FBd2q?#1ah*yFO<WZryyO(`bLl%w&$
zZx3)+czVTBQx~}f3BpTk@Um_O^MhrLUaA?vn^_ZYbvq&UPv&#f^%HKRqkFXm`ueS#
zC0mZY^{|W1&+*s<-(y1bhzR(x%bUAY(UAxImed~c!1Pr^pD?rFzL%=V6pRs+!*kBa
zFuUNZ;a59-Iww5ryq>>x!1yHBkxS$nFoaH{Vz$>3{6}9@r8ZRz{lD!r?F~_vuT^Z$
z+iRN&`I!zK{CZ;B;&!L)9q-_aqy*sn=&#pR@xhJfm|C)Y-X=?sXiw?cM^Z&!m_&~k
zG?ZMfy{Po}086Zy7@02BS01ERr<gb5?#73yzsmhIEf!&j7rG=jfR3&wQYC4^y+NBL
z4F($2Tv*uWevU>{gA!pIdeT{4A+Y}F=`h~rqszy&Q~O|&L~qmJT+a8d%j*yPIPh13
zc_roJu=A)dl1YmD4Y9UbY&>G|?r1HP)O!5#z=Kr*mg(z&H>7OWBU;83@^eO-i1&$x
z;LKVv1l|JwIg2h=vyE;r0kb^R*q>EkvJc=7p$5I7hh*@%fo+~##{C=46n{19M|Xku
zJW8V3qOjnN^XpvW8%Z(C4JSeXAJ_YcM@?G_Ex?4M6?|3+4KBGSGFtiZ+MYDw&0OtR
z?rRvyb(~&#*S}5NFEGSAMK4kQbg8Z6%MSv*e#bNSC9*!iq}}fSI9po_!{uLhYlev!
zGKB<zf_B`LBQA4d=^~n^{x3wFDOi8t#<gxG9(WjP{3s{Xpl`dXkF%p~IhD*>jRHvW
zY&20d@#cPp1oslHr#OEJ*cH9tMlsgbvqL^^0{?3A&JsN5u6M%PJs)z4ICB0rjY(Qz
zs6PxvxMxoVhKn8W&~BYei>n_hVH2hl0KwOU_~=Zrq<>=F!8D^_*)3B5FSIE!7mWMs
z<nOS9v#Z3|&o6pfUo`ZhjVtowuwYRUiJPlM%6|N`K?T1CiGgs*C8vXgrf@m#qo4;G
zFG&=C@_|d4D_B858EA7g0&z3BQMgq*{>VjH1B-yy;Hoa(yZ{=FVs?QZJSyn(JpqJT
zd<)70p?H<@5cx&$1wHZvrYo}QmHl=iiw04)_H89#JoTUe&2(tps`WZ0ahoLympxca
zP95je7q|<_oHM!Dcf<Q4P29qZ1X`@!TtZWgZXWx!mmC-`YR^+3tHHlG4PniCBmrDQ
zRE+wV+i9AUg`at~O<$AkGMY<+2d)2d5q?+wRWaE8MWo8@rbeJNIq?q29#?eVxqqX&
zShw6y`%YI%)z{(!Wo4T7C+`V+$QSGO+(!Kt?c_;Lua*ZnFkpt}e*4+EZ7A{4e07E2
znU;R<z&|l`&@@K6y3ia&ZV##E=tuwQxT2`w5hGv(uF&O(;thX!Ov$qj#XnG8M}Eun
z+d;nL$MY1Ve*LT-8}Vb;e9(X2NjAB6)+;i&KAk4o(Zz?YCE4#6R{zxxC8!}4*FnsP
zPnVKH-kz}PgqB+^n+nbzej|Kr;<niReo1V0Nz;uGxT&i<1OPAM+Mu&rYe!E=!z8-s
zSqt61Pn1%$kZiN&A0@ugZsEs2SFxeUBk|XZN^i&a*R0;VraQ10dOLadU(B3{f(Jvi
z)7WyyZ$xcHu!PhiJLQkK@=pwoH*8S)G#al%mnf!ICS|$NXyyHa^2&1f3KbAJO|vvu
zC$t4Q#_#1@#<J20bfL6)$VV!>*0uqX2SbdlK7*N^1@=`*<(|M%Fe$@h2v%nuq#$(;
zn~%B;%Y;5Y!)j#j07(6-_~%c9hf{~<`<^d{p6xHAARV*0^iHS#;)*CB&mK$2#ma`p
z2!8%d4uj)&=fe5qxyX8v$00a@f_FGC=OrwEHFL^CM$#lQ*IjeUVfYyKXYhV9RY$&O
z?mekJR=rC49o{W);^yXf07Wq@8ziB|?yCh7Et(Qvc_#T_O8e)rCppzNe@cx_GcwxH
zB{E%CRp`(j2m9q3t=9UGt6!)K6C-ZexpAycP7i|=CaFJ{?k#DDUSVo?hp@eYIOI)@
zj_njL>y}8d7_R`-^M8@VZ9p2&?XT`TJB0?)Nt;voe9gcba+BnI3L=_@J?z;pH`Wrj
zRBDhIf><{Ixi3)QJTtM9`JVw$TH4(~8H4bZy!KbbwREw8bB@!M<)5oJ#IZyn#0M~+
zPid~je~UTTw<D~?7DvdANyZn-J_Q%rOBogXns)K%)a7-rwSZNK2#0)x9xYj9kUuTF
zyk&*)^aT*@FDv1PnL>OM;>{QXpWTZS?#8f?W*<D9u00rKe}bL~Yt|C9TPaOQq?(hK
z6KQxk#2}N8UDlQ4B4~tPLhUHPtR=7ekHqukpq+1ciVE(qS@cY?@9(dCt>Bt;{fl4b
zHBvHjw&#ak))7(1coEgiaXse36UOODI+*G|Kl#_rUlniXUBOEaDz-}%X6KNnl|t;w
zTIv%87e=`syEEOxrI?r(F8U1v=-!MV1dKYDiB0>li}A|hN%J+;tSd7(<M79DxvB?f
zwfsqXwzgG#pee>7$T(-|^Xekl#6VvOOg(!YG39dBprR?qSG!I6>qMq!^{MK~p=ddv
z_g4!(jsWuu>`u<Iibo;G9tkio8^v5{)+W6PwfvVj7Aw0fS-{}P23w22D>KY{$A;^5
zWZapxw8v#o!9?giZi?bq=+%&Y4Jp~*hzhSgKsw~ge@F~}ou<LMV8*^(1=kW2f9xtJ
zw;>{MCmIwzWp=T$Nxovuq`iu%36h@Qh+`bwRv$R##0kK#jz9Ed(0c!83}Gakf+%B0
z(jcxiTD0L9vaeRysUK@tgaDOD!*=P1q&K*s{bCZKkGRu`$<T{XX=aFdzdttiPnTzy
z7-S3d<z3GI{%_U}Vf!3=vy7>=_Jl2kKIjS1!elwqXz*ql9`9rVOe`kL$N0B6v9&+j
zd0>**)gB<*nvsxeHg^WcWE1MyXrfj+>t}vAfIaZxT47hP{6f3h-bJ2YqP5e7vg!?l
zOGjDfk6qvVJFfWDN-2l7EBf;7L$yB(Taw>sU4+QS0Xxb&xI6Vp8D4xFfoApVkjV$Y
zE#1tSf2q7TT#E~}Trdm({@R-9#Eq%T;YL=wKUH$mXr1q3Z^)(0f>5N$t2w(1C|C(j
z6Klin9|q+;%69_wAJjC=^a)?v?!5c6WBf1spPzqn`1Oxnr}!SK)@4dLt;M^+d44;q
z25cA?zl2;eZ=Ml(LV;xYuA#(rtJKC-(^4`$=UEXnL*e&;Cwh?iA1acV8+xDl_+2b&
z5{w24)q}4@<et=lDd7j|g3zUzA!)>oexaRN*Mr>S!R>43GM21L9Vby0snFKs@)4zP
zsF?XBzU6X*9C0=MQ13hdK^NBjHYgP~dpg0(eJb-!gYib@ul@&e4PatK5l#XiPKL#o
z`T{YjYHt5bRPcA8jE44Ae@K*vKf-p<SJ}dNDSX9~=5gDV<oJQ)g%;}ZX3@Gm8#dk>
zKUJi!m_i;8O@i{cP4;18v@QvS#In0%<xD{gpjt|w%vdu98*g8o>@+__haoZ9kW~aY
z1Tg~67l<ueL@WTpsu$Q3?TCw^daM@%!Pd{}G<m3WaB3Vo_*Gz&DTVAI-`2Sz6Pd{s
zYov;Kxe!|^kO#LZ0A3)f6W}?cq?GH=xyCbylaq#FMUFpq{lkUe&~v&1a2QQwDl9I#
zwO2B=nn+?El&kOE7{#6kq0W8!n*dK=k~fJ8BPuP)9O**_&_{|TS`Gmq4@J{a9A)1?
zbZ$z($%fZ~NNrkMyf4k({VsFif9fBHG+ydr(#5vVL&KO4&9if=fyC(<ZbXv_rd>uh
zS;`N)eb8jq4kY}$VC}PNp5HB)Ef=^hrhwxB(E^^#*KJ6^=nA=wQ|Xm&RB=MUl>wfT
ziyDOIPKbfRnSq8gp2xHkGERGkh{6uwD?mZeunuyYe~3TTvh2CVEDK|1s(B#hE5l1P
zS+6YAd*g57MA2R!e{2wK=yx1X7(zUV<Nj}A(&L!>l}+lp<W?^2Vc<wAuHx|(&wcLM
zH9FHlnSgbaWhh5bO`9iQrId&1BGk-c4$UO7?J<CDOyc`53>2%3Y~|j<*!u!wL-+)f
z%6`N9t>d0Q2(9i{`CCx{V}EmLuYX!5jKK|7AM$M;>zr^K`zXnIUS4nBb37o68aM0E
z2+w3)x4V>Ho`QRuGKZk8?6cR1T63)|s~s?-RmNFC=VYlIPQ69`nc7lk{beME=}SKv
zNh{Rd*;>&dismpHs2NU}$0<O<G@P8Kf?l&b<c{k3LW@&bs%eix(@qZlHRzo|qD<pw
z%Ln4fLDFEGrwo_|+QSSei71aR1Ma<6!AK6-+53|ooaFzTF7%eTZjrg2>xtbu+Lm3*
zT;5l&I>pdqO~n^3F%`(AH`1?nA=Y;MU$yFwJ-VfFiZl!w9nj}7ZXPVvF>jKPGP~jO
z1Rz!ZTF;Xzls`t&5&I#}@kTmIX2Fu#K&E1{r@~@p(?1i`b2krlc3Qk!4K)VH-1C}z
zjQ@1Kw|!ac3I{z}LuOF0Z1LbtCO5B)sDgT9aL9moQ6^n1eN_DmQsup;Wc;i|5YXCs
za1lF~O^!kH_pUzAKt-SEPYqDvTGNk`XoM3UlC8rLs~Yx()K$ZeE1KahUx|GABmZtB
za{@H8%nxya@0i!ZvpP#v{BPmA;FduR=}oyuq>c>;!9UWC-DfUY>1i)vircH9j(ril
z5LLKUk7<@frH&z9tUDq)s|jJP!z`G==tJtCS?qE#@b@>+O`#)R5f9Xv71*`kiF4<T
z=ZyJ{^Di%$L~fk6Y84NRQ7?39V=eV_4ak@;PswZ6Z*9;?2RQKFT}$fJKLUwuhkmME
za>JW8F{PDZx??)~{zEe27^D~ur6SG7_{M)m@0M!Ih)gU&_e`MFTDo}Pse$t9`H;lV
z4V8w75Kx#NhPCH%U!-}tWDM&aF(tNy$9fJY<jy-%4Mi)7IiWxR-Fsdy`=^39l_(@k
z7sO-Tw8NKXW%jZZUp6RlKTum5PWCBOa`)ZynO|u+=FKM`c4`*<`BR0=Q1_?as-r6Y
zG^gtDZ1!ptpZJH(vXk-`)*B{nD)0k;7H<_Js2zU}&lNyE--qFpVGY~reCgX%rBOFX
zTus9Z-D*t79g7NRY&aPfm-tlYlb1K?>Cg~nXEqi+6WpUd)fL&M<@0Kgcnj_fKhM(4
zKlW0cbbP7Iy(SyX*pW?Q=j1llpl1-@fB0#l3Nmyj#NAhI#buRyZ>J20HL9S8b~_$<
z{cXGV<NZE)&l5@NK$~7A@s76Y(cgk4ls;f~R&IBt8u<nk1&_%ZnGMWsE9K8!D6@v^
z2v+aZkqq-{;BJq*V3oUU9@$<;MY-(#H1tSmqPxT+sQsI-uhZkrGYbdw;s*WYB9!Dd
zRh0cv&##!!uyMW{D(vsv>Q5`dLPB$xvcH$E7b6r@QcoM={%We;v<kNOcD(6n#FL#4
zb7|Fv#?Nl4I1)#XJ|sL+6bMN_b{)c*?cbN3%85f3d#|Z${@6v^HyDcZJ(?lShulmO
zBW@r#nhCjr!$TL$94f`~LrhGf_L+xiuiP?mVpGj1Th>!?JNC#9(n!(GduVsLnOZ?~
zJI>_h<vJI!m)jvx7|U9|=v2G$<w;#*zoJ(o_i3Fq7yMNnp3$C5X2ga#{;khcB>Lu^
zsM-Nx<V*bFO{Iayu{+1fqTdzb=^@4Y$2}6Uew@B+zCF4kr)SHu*`fvIr<tXymqw`=
z_uOH4ZRhWl3q4q&Nk!7=XZ-lVH_f)WdbcYCZya{WrWC>M5AJNAz-Lws#$gvlK!>vI
z{ti`G4@z5x!{s+#7#SPc(&yr+KhRQv3Dic;zxIwPq(i3B>;<!wt`Otf{74cUY%Q&9
z_I!I}jZ}qMPF!{2tGPQVF>{^@f>`^Sk0lHr#j?jyn(GT>Lq&LBt}F}yV05)pn$pSR
zuU7Vz@J79|Y(}n2VkAT3eVTmIf87&X`tO{U0di;@a0b&J8Kr2>U*QWyOzW_!A^O1`
z{Rdpg+oTs$#|Q1GYhxN|UH|HCMXw*9H5&f!)XP-tG1kH=bz1CbT_VJM)ttQ&O%P!x
zyn*#8vcj#MGxIv9l8iw0u=}gPi?6=I;nYay;1%^LtCgrO#PSqPV*Tno<jddI?OMr5
z>B)`-NJLvU_KlMmH|x<1;`0RXrVr!YPdVwnFls-FrUsp1yJmXWMBNR!PFxeEqaMQO
zJ*MoAAX<I$V7KsT(4IfYUt$6EV)^q(av~?{(dE5X9H_X3=h_IBTmMh@RA4`?tzPk^
zZhMfw3n~Q+5`EcNh;!`$3q1jxZRze640PAdS%W{aP=66Vo-J1O_kKB6AK&6GBzzdV
z#wL_8y0xfb+mk&6w8T}t{TV-Yq0#K2yB^2Z=wgvI5Z-H&YTBE@_nIPCFQ6wr&OG{l
zu=SrHDtNEsIKeLsawb}By2@2de~NrtV)lcYf%mWoG#!CuqoZ?|59ge@)~49zWo%Sk
z)d$N^J<+3PD^&UJ7O}aye-)`WRz!9+UTF%Y4qMEfd)&;{<6d{pSqu)3%+yoqR^W5?
zpt|DFR0stJfD~%HFn9jSoAOwIWJBMkvT?~+Zka%qcd6+Vs|pV$YPioVh2S^4`jM*m
zSVl#mqRG?CcWbDdFv!rqo0(s(86)*7&Dr=1++ndT*NDL8R$L|e&G;=!9h&(VD4i3+
z$rX+@7%_m70z~_6FaBo&o<ta2>Kn2keOnBb<txJjQy2TrRS+XdlI2vfc998+`iDf{
ztAMeFSXYG6hW+0^Eun>95|jV=v~&gskezSzI$ypxSNr=0%9@U7FZ7t#_X`-E#cV*n
zLIP(wybNT7ou9%l3JqV}4BbkE$DAFwE^KkGzqg#Y8&G$NEWJx~B*g~A3AsOMX<wDX
z?&k<<@H4RM-SdHw0$fH(t|#=1hP@~nK0^K)S*IsYLGEFjAi5&-Vf9T-s};U^_Bxfj
zC$m!#5dq-^5({A=jx6t&t^^EIWR(GljpFVEC8H-m&ojKz_MvX}HX!vqY!`INAdX1q
zaAm(RIn9W%PD}eJU&{(g9V&A&oVMycg#rc0xH><+c{@;z4pKT<g!?sgv(R*R8@jB$
z-AlL4a2tAA;}JQ(BO3sGDZ!Jom3-!6U^%tTw_)B=2wFJ4XBaIujv0*YZzUaUPb4iQ
znqtor*3tiM%^|CT{{?IO;>3)sQ1;8PI`v7y!M_u9m4~J_UCI14hP<=#2CfNDe^?Uu
z<;SiY8=}URy=NI(ZhgyDupVP$eUc5_p(hsqb{ZDnUJx7_;~KZYXqH@L4%fIzH0)oZ
z0{2{lKHz+<C|=v$pn#nb970E~>T23fUeztka#*tR?Rp7v$>pDA?X8Smxo=VlxodS7
zX87G&n0`Mov2NFSg^uEFZ;}+aFFOnJXw!#Tv5~&^T&efA;7qs&&e$e<l6fI1ojc$n
zPW3;kI!k003a-+RH+0g{G`396Nz9UJ@m)daiRjnAlhx|DW;C_^9%xTiTfT3Brxa`q
zhLtGLmw2B6)qrF<T{LUI6YhDatk(xOAdi9)=-#Dr)=U2V;;=>FTFQv`+D-A>v|o8R
z$w5Hzu`Uc?r}B<Z=Rn=HE3m5VAmr-CMl%WS&?c*_t2zeFHadF@NwDXlnG21HW`Kv$
z7(_>ahHpYl9q1^+la5ap+-U?n4ooo3D}qD!XX1-K-5cj5I235u@XTk2&#*YN{eSCq
zwZ~OME$MiEOdA{m_5vnn^=0*deV`&eqB3EV{ArXMVhp9bos$sSL6ut}e^n0!hBP%C
zp%l)RGZWtN*wrM?uuo8m7N}!UD!+HXCPrujWkV<md3APiiL*71ozO!7Y3#+%4%K4M
zW+K#NX=MDlIGDJARYmY!5v-wz3%zp;c=t+j;+Te7WP^@hFW|=fiCBHxM%*SddLQHf
zJE+O|sLY-4<6Oh(;_~svjj#q9vKGhr8A#+!TQ+^9=c}fL2%}eM3BfJa?upeMN)vXn
z8LVmv_<R!^C&~hWyD*cG%(gxl=<{2@*EFBw0~N)=)x*+8aPLY+ygxKd50zlW&GeKN
zf{1Z{sfx@F<I8=aZuV>~nfvI-ocl)|*hwvX+wjmD%k20q`rel$4nt$n2sFndk;a7?
z`OX<0RxIPZAotRfp|J`={z|${*0H<p#{1`T7l$smCB!VTtvSBqDPN$lM;?)iAZxci
zIiM@Y;H16vmx;y2OnKt=t|6K$c?%JBF4-$Xk3R$W^$l?`4nu;INYo-+;rG;nEgk3Q
zFRtejGp7Pmn(Q>1t`?biog6=9ECR(s3_*O9p;GNgvB#|Y=!(qoe*csZX$VtY$NaG?
z4o;H(IHkwPGB(jmSO}T%{v%X&(61JS`6_dI;6ojD0$6p0G7v)F;0@+Zx^sv%VU8zL
zq_+Eds2V7bF70h@4xZI^NY=#*^L;;sMzcm_JLblQKjb?rd)h<9#YYs=gqOv>c}rGf
z-8CLHzk1lA@^>z|YlYvHaRHI;OvdU`Q(y2?f8D-CnRAqe!=6Jt9j>pzK)H$2Hajdf
zs9|_N9}Uz?jAk<I3Qssb@RmHETkYFS-MdW|Hx@=slMX0keX@1<I2_lm4z}nBHf<#!
zDzyqG{d(qWQ3Cadu4G{Tt(sa&dJlb@GPtI;mYIfp4#HsRyCt%(Ee(}1;MuPj$q3a<
zCO_NCM_pTzo?350oSOxqBc0gjFi_t&K)B%2Jaq)$o(LP@>BV9;7}`o=#8|U=kZedK
zkx}n;#X+h4T|3;!&1F(sH;|Hr-4Pi&^#c?ehn=^R{|8JR$qYW~pIlU*w=%Y!99X#y
zlxuHQeCFRCW;LJm2EM7E|1q5I^cD$R=o<9LN>dlp<(|mw)7e)mcJcT$mgmk{Uhbb0
zzams=s!4bTX15#>4*F5l&|#jZAXW!74!|IRtwFwhimaYF%c40yu!+ZT2)l#2BK{{R
z5=gSEK(9aEtjQuH??T}B_$^oGET}1GNTB8&$}6hM3Z!`64YM*a6tn=`ZWlj3>Vd;j
zErusJ@cp>9uXRi#*QNQ;h-WZfAe$~5qNDDIsRg?)0Rk0&*znCPKi`%Kc!V!K{07Kx
zFRMX(#_1+Q7)YXn+n7C7tx)7fC`9_sh-zU5wnSCT`-%3f^bD;y8YyB(*S?N}{n;7^
z1uw+k&OZA3?jXl>lSYWx2IwL8zzi&5Eaizl?xD3g>9AOm6LT;7Z{j2LmR10)O{u>w
z`jl8-y+D-k$4Pny?{}xAIjdvw!7u1~#eq{nvHMb9<958*hoPPO#75IJjat>rITS&k
ziGK<s0&&K@$UV|?Rrph*{;mpHVoAPIT|~&0HHmU@%2C<topgw6Pp^z(4%7d5LaVh^
zsAK77YNct$J%mHX6j|M2XclPcM_c_H_pI7@Z^>c%7+zYIht=><0_Sn5_Y+Ee-8p-r
zlpTQ~sV$dWFE1Pa(T2KauXI8kc<-ilmMDO5ta?<ccD{R0^w?2bZnsBLq7uR1=aouV
z%bl~)dABZyIk9%dHppIR)%9Naw(ZvRZPUbRQ+O|Q&7)x3{rbrisv!QIa+$k+XEmre
zvg7-ERP_?;NSUcu#FBM&1r8KIJXW(FQUeI@4gJymh@UnJzgj!}`mEjh_AqWk_LxPC
zgFtKu=~}oFt~^+=_853)Fr+z&*li`@ccJO=BhNC9H@frE_m`-0Tr+_S#9rf!jy#X0
z!;)SFI_K)D_+S+B|G4va9}OzsW<TPRie)pGzwe#bh^aR@wME)5rp&lCwQ(7WrHHX-
z3o{KZi5eyk&|a&9F-adyau-?Sqn=L3Lb}iW*cBKJghVB{D_KpKUZ>i=xij^Kq1yh`
z;%4=bMu=WefrrJZ@@PJ6o5NA*X}+VZ9s6`lXJpdC(G+yJY~WVHjeg=P`(X-04RkW9
z?fTLbRXrUn^L<rLx0a8=DMwP%m6-j)G|eC_cg{?X{oYwpfb4P29)dNre{^gqSRw5s
zdYp5Ml!h7$A|UuclV3g4{Lw;s+t!jzPN7@6?4T63ydrvjtf$j;WJZ5ecNm2{V)xLY
z*h;y=5k=?&VD7%@h<sKw+{2)&Ju9cKhMm4UntPRBMe>71uwRxODin${7A+x53?utl
z*44}r`?0aMNJ#~<s`mE3x9dOX;-qZpCq4`Fvj*qo4^N7hKB~@Bsj)in-_9#<(K}1{
z3yw6?`BJvR)YRD=jZ(8!z2yB1>klO0F>7@BrS#K?yEEH_{dQAl336^55ZMToQK;sL
zBF=^m&!9&cO*K<-^nEuL>iWGk^r3R{Kd^m=ow3B8C5f5{<t*XMEXteKP(A%_7^s)(
zl-CiA@%K|uA1`9m-H2P{pG!Q9{4|(e0>v<HwOLfvg@9nKHs)>4lujVJvyu&gT>*o;
z8AS^e{|#uRg5yx1ce!nJZswvbcHbJbK!qpPCioW9t^}mYjJ@}9&zhqd?1Y+u^tmb_
zGer|JVxJkBw|4EG|L?@yf7gw7(Cm5Q<Hy7U<zz*ZL5-d14R4K*4#s`(idAww?!9hp
zN;9=A*<rA>Xvf+}WA^m6-28EBHw}lEl&Y_Y02J935JpJyMPy*BVOBkQR$r;VM(4IL
z9^BWsi1cHze7bSYYya2QA*00tGp!_b;;Jq=?w*Uq`9if9;ka3!TP;Ydctx%Z1o6EC
zWj1UCBFxREOCHuKhtwyvu9a=dfYdqrP!4s}DD_c%rSL#i%(SQH6<GYouJhct#0oM&
zfO5?V)S<;!Mn3ZA6E4}2qQy!TIkWmX_^*S}73oB^zSOtPbMK^QbOaw=xMFO7Zoftm
z`4!OhT;2K<gAU6M3}FD=yokU#Q*3c2Gt2A$4q5L?gnLBhM`tJn5EHQC;T_O!q$OC2
zBi=1u!3!=q>vBVgy8!q_B80C9Ym(5$GJ+u3E%LhMHU*u5*Lp&7CO_j;G7V{DF(;3s
zh7Bh)l<GJ;Xet%Mjt1ASY6iD``x-lNM}X$L6U5e@WUd5nh5rJi`)Vy&2eOHqqP^wC
z(=gZ#CGez}8qoS}2CupbZD7&ijIqUn?BS`O%&9)KhqSjr9Z`>|8~>hx)jqzhLQcoB
z<wiL&pA&4KLX0C|tQ1^%26y3n3<lkpevF2DL9GybgDzKRNDHnpIWPRGK%oAy%d;j1
zO#oeu)n&Li9)vN*2B;%`SEB*a?jk6mN^_c%3NoSN0vpzW{6`|xbQ9xmo9O9192r7U
zf0p1fZUNk2S6Jfku_Yc+A#iy5*eZ!OX{+jwIOb9F?v{Xfmk%Yf34jnnYDjK10M*3|
z{7)`@PIwwC7P!gwVn$>N69Itv;%Gqfv&_{|SJVXf=_9~9s}$}}WM*(%M*m@X^DwyF
zz;TCx0y?GKdz5Ovsd1R<g<xAJ0+Z5P%+2%Z_7M?v|K~$>si|LIm`$n#4Kgv%g6We3
zY@(Ry@(3y<I8frJ;A0vggYag$zW2cG1v49n{T@@t218x^T?-f4VDMu|@>o)UIzdQQ
zeR(Tp+_XS0{C_rqF0D?dN~2d+i6fdJ=)rI4cd2X&_Dg(}1F|X0Mt>7L?w(LJ=2WIk
zewfb66!^lwgmdF<;Eh5)MXe6&Xxbmc0?TY+d#@h{TP+3iT{&PX_d}y^H;wDhjQbj3
zE#t5hMBg_IEI<)F$1Z}I^tA=U+|UcG_Q<ok%^BZdsXnTZ045*r?R)WU3xRJCVeZDT
z^Oq`chaZ65%Q3%gqw4pTi*9vNOu$w&YDNN_f&5X7zXTc_ae%O->PmVMdWH5<?wKBw
z?orb&U_Jx2d~8wUzy0Ad+<f~4W6}|vLQ3Z9&e?P5$DlGHDYC%iWr-Ip>cE)N+0bKI
zdJrHlmPeuc!2T_YHD5UWv+hzHLUuA_95cs1K%c1p*N%9wxUerxAu@YR&s(1GwESZV
z_8II1M6VFs-*tZPHmsAl6DiE6=g&esSH+2+vzOPO&c4l>oNd71)dTow*0M!T0{Hsj
z%OJFUl+VCfGK>C4B(YEwCnv+79x+o$;;O;B<JBXvJ&p65XZ;|tY{GqT5)r;TAuC4l
zXB{R-H(c8RK8o0PmTETOkF8qCLfqx}1`+0=VeQQY+lg(a4ce{f$F4$hyO<1@$9EcF
zs1_96)#PAFCt5u*q7#9s?IZbWD@<geQ%KSw>5&j?`=?K4zGIJXqb`!aYWdhTvh7tm
zyYGZWC$J;y`_Lo@u@gQ1y<f+n6&7kQ*`ClmCEGteP<KVNJ1zD>n4(o>Ecya?qjSS2
zb2pcRHE$D4SgE-E0xy>wkU?_qdy8>n-RlS!`-LX$f?w<2oLsre?^$GDc$mU9vp3?p
z&{21w)#5$w7Pu)}ZIhr`latW8yq{%j6S2j|yvekv<m|)*xBctXMW7V{uz2F7yGq$B
zRx-gih;3U}b5Fzh-@Uo{@Il52a%Q8*bErfEWKp3T?xf|rKa=f9!QmX$zh~#vk-$F3
zjAfN6O^AR>Npx$?oy^+0Xc4d&BSt-y%9-4b=s#-0HwC0FM|FV>=!69+8mjtDTHJz&
zozMi(7+my!=Ms@uh#pvddb>fk3b=o)3!HQ9L0hA(dF`zpJEt~EH<%tRleIVD{z$5c
zcCtR<tITmGnIJ>wK{EDk$uHiKMblnP;*;hTIfCzN?JmyGa{_?&j|*nEHm`Vvb!nTh
zJ21bg;e1s?$<TxKyWrG$Q*c684)Xha;5RFZe2;F|vTCSruBYV3;DE?&a-}=Zkw}(f
z%!h+%<@ncM2MY558OzQxBoX<GFSFC>%YZCvLb4VA5&?}Ct*N@i9-oHACWo)%{`H&b
z@(oD;gHj+c`D7R9>#$k4W&!JJ26_JhoPU<!NtZnn%9wXw*uz7|Y9jL4_M9@~yA@@d
zv^WkC<Y;XFsU9B^zJj!O$`<ID<$wK?*Dk1A9+EI*=Pm@dK5;Q&w*4<TJ2$Uw(<JjN
zY}^sRuZof2DlZSri^~mdLC4&90WUR<BUPa6j{NS1F+<vptVxP^$qQijP^#T60xWvz
zkf=Qu(}FnQ7t;CKG2!#%i0zJqVHvltADrt?X;=Cu{FW_pKU^m5cdwCZ$S88OVU+P*
zJKWKNaz9|Q?q4DKmVYhR6uMhd$n|d1m7(}|ryr>XIZH@8u`5mYM!&E=eovgl7fORl
zI~^-(%k{P4hB#}q?3rzre^K?8^#OEv_F$Agpq@6WHk=E5x{2X>X4wLh&R&1HFz*)a
zM8R{$0-ryP*<phKm9Sk-`&M*!_!26!g~RlOHfDUaBKiccQ40N>IL{tpBWPNKbL11>
z^Ih%ThA5&*lF)*StZ9KHAI8k~hQ2Nq3&dSZzOu#F$IjGXXP|AjNRCS7<LvS)sSiWY
zk=u^OmID=kZWS6x>Achp5k7{twUyCSeOR#Fs-394*kI8G{{qZTa0r3kQ24QtiDp_z
z3Mx6FHrE7PUEVhca~}*C!uCz+NtL|1YRfl4gBGB8!y}IU#oQK1Y8LC%9V5eUh#O-N
zgAAztzgnO49GPwTN7|88+`_-sZ2olq%)(RsK<Wa9z+D;3c!lY<`q=lmboNgD0sl)$
zryb$J;_{m*VC#5T?-Q2|HqSb6D^_`;b55<o_f82i;$5b1T*E;4&EZy;OG<_iZZ^35
zlWpoBnW1ZxhT!beKCU^Y4ms%_Rm2sQo<fH7(3LAio)5HYj-FrlR<X2rXDQqBFMNt6
zS`>fpQCNU(XP`t#hgIH{18Gu-mw@Zr>J>o8wH%kLu#IaPveq@p2k8#LQ>ewg8_3E8
z`v`Y*2)u85J;>(!aIlPJ;fkF>j4J|PXoj#(S*T41qE#Rn9DXbw<q_+j4wzQ$Y5Os<
zB{I1gQ{3#azO{QHo;M(07f&FifZ$F}mA?p_PD`dj+~0>YA3OAKb%!(s^tuoCk2?x0
z*g;Z2%Zi%Y1{m}yAvWWpGJ5Y>_$c+t*zu;f=-9<bb|(p(t=4<Sdz6YjUEJyQ*)L8_
zLtNu^&^1eYq}B0L!dd<!0@TalHK$(lVoN%ZYUKmu%D#tn^7MUS%Ayb5GqLG&fLQb{
zuj9^4-rnGYp5Z8XV%UXfAK{XHjSomkj2zZrUlafMlq%y>p4FUoy$WqAhW<?9Gw-|c
z{l(3CDhnvP-`kEX4sbCV@Kz_gaIZKQa}yn^m}vY$b#?zjl6W^rc>_V32)w-K=x%(B
z?=YcS6uX3&4rn&fp)sCqg=tcLGZa4zYPI;$XCL}?Jx{!5zxu|xmMY`9n45nNtGz#}
zP336Rq226)yAc?}QgIa$wID^~25=s;PM`G#YR37Bf0Yo_2k{pw-UMauxXtf79+0Bo
z7$1B0jLin=NZ`YL+`1OR-Ix4+khCTE=iUFbgPT#GQmyWj?bSG^fz->H)YfAge+eba
z!YQ&pHG{n^`oG>0hwHJIn68m>%;G3@z-A5H-NNLCfHvu<Z@}Z&8;Q`W!IJR%N~Wp>
z>5!O5m{}&szNW+}v&;a3Znv-efNH{6WilL${fRNG^ft}!eMlXi4Z2*He!&_hUHS?u
zhEvs?ooOUITD06Vg?QNGOhT^vui<<MCOge4<$YfuVnroyt|Kq-Wdeukb#_oBj1F9%
z+X|v#QkvL=S$RM%4MqjD8H+Ge|0|gCE6)^$Ewc6T><7a5Eve46-9~+9)g&0yZ|NWh
z`ATIBqaK8LQ1=Q*-^gM{LD3bY;+jc<1mFgOh;vkMJz=vMAgoBS+(5j|2JUX~1GF4S
z6dd6>Q;A<*w*1&t4-+%Dblm5Xtn3RAa6If?jiVK>_VY1<>qJ<*I2v(~M3d@U2wS2R
z?qNHE&wRK71fOdg@A1@zVX;TIyFYn}4GRca>cyj-)5PZmMRE;4cHNAFgFUQcO*a$;
zqANtc={wT%iXHgVY;IInp1V8{pZu{aW*QRLP#eY5vU5S&*a9PZaSj#2CJ$@3SS0kb
zSMZQfI4}OQ#-TvBaxlj%px!wFip6gao+^GM0uuVCQ>W^_#E!4wKy+?CK%N%zSM`gM
z=8jW$LM)hsofjuX_ezohm~*KvnanO_RYuAWf!Q1<sm=b`&*_`w6j!18=!W&lQadrw
z;z2BS=irnh;s9_<kid?X(HlyTaopjV$@Iwk{Hgi==AkKomsiVDc=HCN7h-KtE`c5W
z2f8VzxPWv!*dU)NGJU=3d1lFAs7W4mLQY53U!~p%tIgmuI4~w>Tc8aeMjzw7hewMM
zG(D^(FLPd~(t<8i`zmd2c-Bu;Y5O;7nblyracwSod=o%wcRwX)Hpt#+qH4ef@&ArS
zVd-QhVev62L!=*8IEv4-;`TQjS&@uS`LV0Z*pNaRg2s)eqH+IO4qdAHj-GefUz7r$
z1$5kv`?>@OxG5SZO!3-jvr{slYGP4Ws(?M@Wg<##bs0zIqBm8R1NTB=@I;VPJ=2w4
zKw@bn>1NTQRIr<*88~D|4h&?h5m|l0G-J?i5P_Z7K5uQ|a@UCaLr<`zzD_AeGt5{8
zy2t^|@cAYRqEtSILlxG{d;UqvKAyZ8v;ACmKMTzAFl31>!7bX}&)MNTirC~1kxeP}
z+#_^oiwbJ#jc5kwdxdA1%HRFY0~Ofm=-*&8&)so<O**S2kGtE3wO=N@Iv15jr1F2q
zgV4j6jeos2e2Luro{MQd=-s>Z$$J}!{QeEBt=N=T@u>GkSzYzU&D4VeSO13_9=Ta=
zOPdqI7@)vfV`d8YBoo<f<X^$0b9t}&!axOnN9IQV0!Z>m^A;Bts>k%EyR87fk#GHS
z@>~IRfiH)s1>~sN_g7SX7zKe=Qu$$Gf0y&aGe~zZZr~fYDMps4>D-9t{x3anqKpc~
z=rEt1DJr85u}pjVDtytRr6>C3NM&Vg)07TE#O)i%8`=d+8<_t)qtUO@S$qD!rJsRz
z;6;>?tp-lU!+v#||JIQI#Vuz&MG5Lv+~x>+=*=eld#R7OKGcpfF!Nu96&{nm6#eGP
zO*GeF3#H69Uh`S$iGw;oiw5u}liIJAS6pJOhg#-MwY$*xhs(;K9rx3rtp2C$`wdOU
zanBLW!6N@#n;ob~60DhlUUxbu<>TY+TE?<vX}Sl6@4@2{4scC}HcfhqGKiMg7}+X*
z%rNo;3s2Hh&Um*>TmaF6+saa-KPIu%?7j?YcrH1j=iZ6yK63Os4~Y7h6hc>6QOr0j
z^=-PKJY~H0_2rfWNX|(5c9v0I`)_yV$r*Jb%vxBY+YY^VF}Nt+HRvv%$~P2{%F&!d
zE1mha=WrIo&CW&sJZdvF63E%PpA0UH>Q4UzSRA-96MoVm-GxN?Ao8KTdBZwZd-`G0
zblQ9tRK%SJQ|UadSB1{iRi)S~jM*C;2K?KmuJB%mv>lXG`mtM7qNzqJa@$)KeSF+4
z@u-Ei{nY^1dHHq@HSFGzyApV%7_H}ZE}$GgY6vHab`kiT!2*R%acCU^lpd$7m_p?u
zMJQ-SXYCI3nVWBE+=<d2hwXv(OJXV8N88hijW=Ubjks8Pm?j;2l<FDm{YrY05~x7v
zsCvfL#0bA%*yNy#WgXPDQ^WI_%V83&8(11y0&;hEKd=Qho3$nfEJ(Z`tL#%DsKSmI
zLDrh5st4lu*LeK3L~Z23)yi1?SbeI%`}z%w^wryoVQx#h(w?9*p@P!Gu)Lqutv%`&
zD!@8P=pX~-=kf)jxea<L)y!hNg!PbIuj;&sOy?}P!qx?ZnNbJ7NuvjrDma${d}I1$
z6Rle;%i<UQa%D9y#K*g^+wMZ%a*NK*@9)AtBSewTx`gbBKx<3pd`hl8V`sMZGa)n@
zBqKS8WZa}ogtxPoXesD5!V!fu(HAuit2bt#*wWiO*RHp7z3HAPHJgC~|0oH|IO`v~
zjH>y+lgW~3rq%Zxr8h4HztFLgOV%3(9B)nHuVIPb21tQ1AE4Fk3iCS$SArjCiU+m@
zt`(@N7Hi735rNhUVQ%P_I>xL}aC);2@kkgo(}}X0oTvKEhSO#t693DxxYUzo?nBV7
z+T$&ZmnmJ!`N~+p>g+_8@nhQUKHizOpj4beqTY{A0+A%IJP(czQb=Sm>S6f1!~tXR
zKzt+nQlQV2D5BMBEFqduKNBUWimkYLH+dho0;v`xyTX`j+((Kb!MX_UA@R?*U+hiI
z3j1S|FJjO;Gx#v0-#^Nc?J&8zDJ}}64=5G4-{cL<>n<|GQ|RMfY7Px7I7O8BTBEul
z>|!&cQAEH4DQWN2hkE-ozriljQR)g91BnVOWi;8rDOpao_CXSX5khodA-dYrgUFNW
zZ#K8oa5mdWme~zf6)8%C&<4ie{JS5H?JM-Q8_4E6P|zSrwEeN`y}a|wLZ7Al^&o01
zw@&9##`Wna15so1L5&-@Rhj*LPWlj$G3i(X`ZWyFL|#*4N3QA<vyJo)8i9L59oiL$
zYvvVZm2opy-H87PC*0kC4f{De{{{S$K7u%(+dqpGYe_#h#6a46(}=&CCIm-R)q{?y
z_Q1ukSL#@jrzZ$kCynxK?#Vya{x97`tQQ@DKBUOBdPW1{@!ULqPxVvjI7d*BpOXeG
z)}L}y=u6qYF6Wh0GFL^lET6(tI-le)Q9p6sle$Vo9do>jrn$%Z3xghGiGu2)Z?%yv
zzqh#5AIkR=k9rjlu&1gp==gY*Fi6UrVDUdvZIt8<&hWQ8u7?SBsYSp~EbnW&D?_D&
z&AhqgY@8&6gL1utRLD-O(eFMS?E-i37%G<Qc%^p0>3!Oxq?qmp1Qmj<UY+c6w-J07
zW`h3vaew0#(r?^=Tl%Fh(EUYy;8F#t)We46vmL3^c^z(Sxb~za%c*-rz)5MdHeasX
ztP>MW-2)SL7xPH$m35DMaL>^dp<C!!!E(JR3CnyKM?XWaN#;M0lJR`an2A}5Ekga1
zOmKS5Bl-H{8?w6hnLlez2+o>}AE-L|Z+B_Wo^heekj7G&hdb&3UgbYeI?5bzu+yLZ
zTIC&B`VB><?6Bj5z0c1b%XnQt55B8=l4$}H9u+u!!`*y}m|$SfEd=nvHM%xT+>WFq
zDo>1$_{gg0Co`^=)e<okfyHXLd#Q&2Z$vxEoHsLUmNyacM>21_uIjv}qz=`-mXzi%
z0;3({GxzJ}{v0t)dLb5~H=JF{42yW7Q2nVb&dH=y>arqs8W^)|&P2xFrz}23D#xCe
zGOhj6CrkMY`aC`bZ_KZupD3Tvwe>|^H@A-Afr$6pI(JW4<|38(A2%7TZA|4dH~SZ=
zDgcDIVq5y?Km4DF5_TVEzgfF<$bg$%=s4boVYlSb=Cu)TPbqbqJV^5B`0(oCcH5}o
z;rZa!vb%3|k{W_HQlo-yRwb9dYkt>Wom{e@RT8~v)^ij{yBj8+`RF?FL3^m<ze`;L
z><2ri>xxOz-dOWYer0$Vm;4nmqAMHAGcoLMdJF_Ee*@|yJrI04-q1&8UA*`ra-Gcg
zX>zonKg`cq#%AoOCf|;=4_^Rzd1sJJC0k4^H|x4`UK@T@NG}!%yhIlzzVRm>aIa~r
z_VnRk>4d4EA%6clkPYUjki?Q|f+1YY!T>0USKvKM#B#B<HM*#?sya2I#y2~fgT7;8
z%tdlwF@PXbi$lZ|ZTam)W3>pIVtXDxWj*W{W+wYKvm5^c6g4lY<*FrGuj*`(y1tE&
zFZ{xrv@m)SdIbJw@Kyr}^GCt(0#KET>dMgaKo3p!O?X1(_(rv7+WLSJUZ|drCVs2z
z_Zx8`bV1V_Ge!$I$1ZhTj^IGctqxh#eK71*#{$E~0!M%^yZ>2%<yxm7!8glD7}gQi
zh=+sT1`(<H&ln6WW7rb;2SOC)@L)pkny1=VcMah30X43N%vG&+=PlPb)`g?FxrN<|
z)auy2nQ}w)G-9F%Dx71%$KXj`s^ulSLER(31|4Sum_&Wd4?|Rk0Y8-T#-{NO<;N~N
zaDR;=U=a*E%~GJ&FL;_-60d=KA85_aFX1LW`s7a96RM(FFI~)Asn<lPj)?%w7Iehn
zUu+A04-nW9p9)V@+|16B_C)F8GOvKEo}16k7?Ov-gL#!L>Lo_~1P6Aw09p=MzSgfl
zcD+W0$@4CqDfl31MTMt?Vk#-q#FpZNJMJ^&=%ZtxI_K_`GY5(PF`+PV3_#@=!*^Lp
z!65NJ5uQyNKa2nnK50;<ahiz7mE|<&LtE9V{`D5Fj0&~GIAP%|crvbdwIU&pxSqi+
z9u#3mgGbtncqKH$wxplp9#gN}9OEKPhR|iiu<}^<hF}a#ohW)a<GbG=_C*6&TG`}i
zM>Fs%ApFk7`l=REWW%|tFC|RtCZXZh7hV0@TI}a$z@(tsSaz-q4p~%nKuP7yAV2hL
zbQ5@K`6gT;<b3jI@%tr`B9C7c2W&Hf+-<|G&%sa=Myss3pG&f6VZi%B9}GA2u^Evy
z@)5)`*Rh!hL-cpEZHKBIP{xT2e?APW2?1~P89N++qu5=6oi=>6H@McSV>co-vvTDg
zWkry87JdyA@|TkV-es-nPm^5*<Es62PS8sYJV3RGoe^l>g003gsQ*IXOZ}XGcxe2G
z4S_U`T)r%}5mw~4BbR@#pYu8~{rIp(1s@ls(O%Zy&ltn-%VSHNEhf)z<HX$!=a!rf
zfLdpK78}<!I+t~L>ACyFqPmHQLv??{;7pX!SPzvUj1}2AlWXy|EpP5}ISY?Jt8wC7
zs4ST0FHqRpL_gKaer!rm>h+YgBGE$tRz$lnBw^CmzYzGBkeURyikw{WN&0ss{CL0j
z+8R<ULs(|RC%TPpV2p@$URcq~E3)tVL$wMfrVI-LH(UNphL|=60J%AW>dlROA$<Z|
zb9*ea$Vp&^P^$+PtN2Eg^RwW*2J85qw6eZ)92(K~A_Cr#^vWKM8B)h@kPn)TtWgfh
zJ~uAx2gA?zBU0#L#`d=A#e3XflbTSXXPQ!qCH{;a?VL(;=cBxpL^4$Hli?r-vI^Pg
zXU9E)sIS9MVQ7w;^mWk$3e=A!l~#LNX}ka9YBq%%riW|66jG&Xt^cQqMHxg`Oz0x#
z0Kl_cO%G(OP>Qj?f;4n<J=_(HE@#rEc2rd*4Ie6mF$DgTrYidbEAH7J%7kKq+pk?8
z%&bUXLw<pSK5k{1lgbSqWquRRERtV@A7NU*(J(w4ip^V*l&355eoOYioCbh`cUaI7
z&ynrVBfzx^J~HW+er6C|TCr8vzs1<rez#}tCuJ<iKYwC7_IBR{)MOu;Ao-Cu)2&Wi
zJ}cnf9aR)^Y%Dq#q@m)jwPN+)_Gb!Qoq|9glupakA--lcI9DH+?Yw4Vx@GHwMydxs
zY-u)|TOfNDXzMA?#U97TWJ-KB@t*v5e7kTSnju(nEMM6?>5IS6>lEnS9xm0pE$YK>
z9BZ<tLhTh3Y^t0)a9hjLbqTg{x`X|V8`rE|_<!sa=3@es)y_|>jUMj=ia$S9!$+6%
zd-|`uJK$}^WaIY*K5IEjxEL6w04eO5-_%_YY{n*>PAree{$6})anH23j3Qn`)T;gO
zkd!dY0#xdRLG~(;cjn`j3zXf(C$WXnivQES6qwhnAJ-f=CM@j{+rp{x5ZfSKF;R(b
zIGTl7PkV<O?9p}YJyrFEg?xN|B&>2_Hd=j07QEtnUiju7?Qb&=7qU&5rj&)IQc!J3
zkKlw=oZ<6Wv6y+(@i$HBQa@!(?w!;szaT)+Aq3ZGioUOQ0gtWNK~^JXqr@|%RIt2_
z3r~5u_&jd2X>t?UAq1yrGjM+g{zgQ)fkb<5`0g?F{T`hwBF>;{r-kQFb7z_4R~2d(
z5FzckK|XQ}LC8wf?Rm|Z`NxtEcvflh>@1LWy6#MBLY)Ap`W0dyDb49}IZb58y4M)s
zvmD190G`AJ{RRPkQ~;s8ZvU4eInI^YyipaVV_MgL_eQ|SL!|T=aMZQG|MBwd);Qp*
zQJqVoH#TqA;P0h<gzA27Qo|G4*~novTD>fWQd}rAKQ-*KY&N;`76}B;DsFTP>HrZ@
z0TSpwDrC9PBFl6C!p}yFY>K0{zb7r49z8$Lyo+EGFxelEX=%@`>RwO#xMw~H0(4w5
z&_%^wtM6VA$OiCG(Pgyu>fWtIh~lNVDZ7c_Di6G{A}Zn9j={$V3W`+U_s)Ngk#G^l
z2wI*&6NN69&glKeFS7wY72|598065HbZl5W$jau*f$?Q4dOUdZ^iB^iUQyy3^=boa
zp+yR{n|{*QmWwv6<XeH^9r>9UB%oJ?07Uo;aTSt&d@cEg5`95pTtg*Ew@*5Y5GQ;e
zSr7hXTXPRM$_oW&7R4;u1t)TWHWB)W*Ea4~_bN5vtGGsJCTzoimkOx#FMler@aeVk
zI<m)h4<YsP8uwct8++&LFiO@Wmo>t*Rz&V!`tV#3%UavRVh-uusI5>9l&VS0&vgO0
zkV`u)Uzia7%Tq+`q{KQhng}*uwctpfzv$C6Q;S}tJ(!=Ibn?_B0B#NfO?>=g*W#Em
z1PQBGUa2>fdm9Q(q}x}ES?m>air_|Ka1OhOkTvxnEEqePMdcsLnJ9dxo0ECD#1AG3
zq2|ZvYwB1TH(qN&fR&aTtKNFJSO|SZN^*@}XMEvpA*h-B>lkQ-d3jJWKWEmpn;v)y
z0LAg>vBPuV?{tnHNu30@y306RS|>0#Eq*_LpKRAQ?no##yzZ=VrZ?AjAm>D7P(v0S
zdj%E-u2D#WD@ztRn$cqBto{Ffj79R%D_P1mkrsp++}YulKuilddP;)nl%$*S$s^{5
z1#H^}m?1JX7X_*+2#bW&hw$H%X9PC|liU=(jVF8w&@W8;jK}Rs-w4v-&k~q5jUA?$
z{Z(6|(|0y4ZEYdklMOS9hEG-U>&g}EOe_FzaQCo>fXzIJZl<OS&I*|>fUfKB|Eq3}
zPs*uH^c<1zKi~ghr8}!sbAeZKa$f*w<?|F$=_)tikR$+QB*Yhd{Jh~CTYJE}Ak(6m
zJ*CXtI<&0yxU%0JEW1x|^CA0vFHO}sJ1OQlt3CZrEKPz7An^ZQXIQxG-QY<8!KfpF
z#(HQS(b?ZM=C4tbR>-}>H>b!#C{oGU4C-Dx;m%Z1#3|>TqSfzy`;re3X0W2<oRQ_?
zhis1FhMl4Cd)@cCN4Ma*sN7qwW_0YaMaDVe)3c7}eo874l4ih7rLxEQr1j+mduo~b
zwi@1!968rN6{xkeq1$<78k%T?g^tQ_yPm^s)JHKt?m5~yYgi%#{epc76lM0yz_o~7
zz9~Kh^7PS_=#LNA188|6+QG!WoMvDh2DpUDVQ&sTh(2znGT3PD1v$BP%;YHzfT^8Z
z`o$lRpTh@!apYT{jp{R5i4IATMe(iAVct`ey0#Yv?&qGIoEa9i^2;O!<)69q(>3bv
zu4>=~wUb_X^ClsjH+bo&^YSf*kw1zqgYSeSLr;jj^pn2U23jP23s`CpxZ6!@F6oMt
zv52qhM6x?vWU?;0v$3=CAHC<no+Zr`KFS~K0WE*Mp<Dltr0b4r@@m_*+FG@k3a&B|
zTR^G^6lDm6q>74w5CPds1Z9a)1F{0oD=LTz5fD(2L}f&_Y?&!rL<kV}NMwdhLdYWH
z{SNQ<pFhE$$#c$g&V66^HI&(^Jt?`1;qDpbE8($EZvk<_lj^O<P^0L?;QLiiubU2|
zvGMhCUOB#WL~;{dxxaE%%Sy84cV;{?$qyk~6z}KK6n#peVWHySi3Kxu1}{}mCH;X#
zd3<HjQ+2J&A$}eZ=0Ud=-SACQ!@)GuCZ0+`-=aPu?Ul-h?nfU9NHWO_ePoTPbX{^-
zR9sg8o5L8mKDalkACgBmNgFx;mKfH=5H^7bcVvQ%UB!C&6pagDQ>lcolF+0eNl!+0
z3sdMP5voXc<+WU=ROl8-BD)`G!TuA20Q)+w-^CXVuMZ2D57_Fij#*`_Hz`Ppcn}U^
zStE5$EX$D(JZruVO>iOfkYqG3SK3XIxmEp{1llb9r`}NF%wR4c-s~scugrN(g>8Fq
zBpm(L@jDG83hJ#9)Un2=F4#wbc+#mZ?~x3RipjlHFyEy3nOCBqr-gbR4o9TmlWX;D
z9oj6B#rv_l2S}bQChs_aKQ|aQ5=NS|y|wUtnl*8q0|-{FQ>VrIsQ|13q?!qi1j`F%
z)3a+I1KCEKu%c*vBQpBvcAilO)x|bJmc#;Xy;)>J4q{4+%00(QoAUUV5Ni>Z7n)&H
z&ql||`h*PCTZb|0VbWIU-d}mIZ|Q7)0Ec}wbj|R!xY+}YHO8T95oECjBgTHH%rwV&
z-17K;cO)5I##4dOw)M%seKfA<DNEg@r1u^!Y*MRFdBSpwbbq=+2xg)~Ss3LZl2yII
z>hr|NME`e38l`06uJjD6q@5(U&{r=#*0-q;D<VScQjq-xuZn^F0E-2vg)aH|7jWkc
zpnsQ=5uU7eBN;t95Sd@Audl}>`JMXXG7wOz%UAxrDMbtfYX_m{26VVk-WXo{Q(d2C
zHek-2)13p)j^W{N8^*T*gNXbbJA&rt?J5@WkCVXbW@~y$d@!M+Q+zlH>OzZroGyIT
z4TJudT<x<Q!lxdl{<N64f!^u_%7IVLP{aRZx>U^1Ztju9^$z(S(B`S7Q9vO_2~xNO
zaQPr9C<)#Sgy~g1kOIQYtcaw-Axk^0ZRuzGOPiJ&Wg7>5lGa=0yK>XS_W-EobP*ji
zd72rsT9I7~n!DoIvdgHDIxyZ}`Zixu>fz2ROiOd&cH7Y>QQ{<seNe$B?Sz{aV0?Wb
zSg}H45#ONX)%!q^4uJY+_BtB%aw_VQf*B=;9ssYMnuU_3f)AwH+podPGE8(&`Cf$R
zjHmg4&Vw8D&88G5J=B<Si*knz&*r$I8A$;2@0ESz-SemiaJUj^CbXyy@``YcDcYRz
zJ#g~xEEds}z0bW@teUeV|6+@f8CK4$`wU5rxTY*kEM=X~aU--qV<x<Ufy(FO-8);7
zDXHtFYy4qN#GbEQ<FDMILkQA3Q$V<u6p;s_yl0adbm1n=CDzmQSi2m7e(M2edH~N|
zX@J<WW)i~l8CAM_t?jSM!`-ZrpHo0z|82|YyWab$NfgzwUu^q*72#Z7D?|-P22#L`
zwTjf_Zhtdw-mGmD!0YgK4}_08<c7Hn^gEdSE~@PX@5c-wf7g{y(P5N9(9U)xi&EN7
z;hAi3m5qGrhQ}4+wFR-@sF!iQBvlmMBB6x2l>R$W;1+&|=ROZwx^w$u=I$7&_L4K>
ziL|9;%mm6Iui@)NzO$G6PKNz*tp<bcuTV13@E*E-+os3ThAEM!L2F(NK6=6&ACr$K
z-z&ub#g@iRbt0??rb9X*Aw=wo3-z=w0J<^;uNCwhFg5#5eF4`jXO$#|@TjHPnxuNL
z9(oQLwy>V=4?V^j6(MOB36ZI?{>f_NY899H<5?2^#&Yeeq8$Q)BRjS^UKeSs%70WJ
zAS0;-waq*Kt3tSsSO#T2o8wM{6>#9DAC}yYvDy>W-iR{d_$!Z~G;oUi6n-$z<Yh-<
z>Z$qYaSK3;B6G4c`?x2LK^i<XV`H}1`P%y)#TQ&lhbc-E<2ON+u|sohalr>*PrVsG
zFLH*)FVm}1Tv8io-!>=pTjB6N)Yl}-Ja;Ps59nXMMZ`ig8_P#5#%>2Hnx4S84{<f*
zMEg5zdgm{%x*e~71h`i^pMeQ_ark35@Ga1B$RDPQel}yWiZZL-r81UJMPWc0IQv%f
z!TArSyJ3&iA~hK;DA@~<H<py*6qCdJu)EpA?=QJe&7FMP78yR?-neHFi4H!VGTV`j
z+7u#NKZk#P&hJh^d3|KZzCc%3D1>p{<h!~1$d{2+wXVo@*8#u#Y0f1Tf74pzmdXIG
z3~NYtH&o$Z9!Nb><J=OCn9Aqi5H6qC9gnyR+>Vf#3$dNCD})U*>s5p198FuTR;_8{
zz#ySkwpkJL%`r1I(FO#D;$CD;+fU^zzE~xx6STe7wA(Xfqro^He?v@N`_qoIN14P%
z(zRL8(^c_5NnwVM5j8OuX7yjZO>?}wSNub(U52^K#)#Fv^`xb_V`eJAVx_w9qYcl~
zzNDg0;V>Lt3Ap!&$L|ITPpzz4Yvv}c1A_+K%?E}<+VSe7e?q}=-BuO;;63``W@xb1
z(Q~jh?@V!>+aWYVD)EYam+<WM=gYk;=y65K&wdA%Y6IyxVbj##S}1lyl_gqHn*bwP
zxow7;J9QCr%P{y4Wdd6~rWE^R4bkR6Gnq0fNj#+tZ5D-xfI$$b?n|9$y@$zu-yw7h
zLk6i&c5Bkn^Mh^u9IqfG_>!7rPL@YxT+&Cbx6{>zG)h)BvHQc&taN{Zgrxt}C&sjl
zRRQBmnQTyxJDk^_c$Q*7xXdbf0!_IKY%F1-ds>=sY^8gE4b+7J0Hfephpg~?Cd#W-
z`ZwgoSkMc%r{pt6{P+$})9*a@mAVcC1t)_f0$-uV>TzT7A&+X~mR5qFXD%=akvD!)
z+48|?vG%t1n8`h~1c&*KnJLuPjVv8~lAE^{whM)1OADq)kw;jKp;+-%mL&hbJ8UQ!
zU#cF;tpjEY#FI@?)EJ@+Pair-OI+up4~aoWlpESAX%#f2-Vq{zoy=u`3F!CYQ*OI|
zBVT%(V1*bfhOIVenGSe~^m)%$s=zbrM~hOvlx@X%Y>B_69&*i_CXL<cI-h!3^POZG
z)taCW2tZusQ1f6zVp($*lPVWAX8$1VZ>Mpfwa*pBsjaK~vgm)-yAE}2tz9TR_?`ME
zTYnWh?UI%xW2lq_(F~Vc?&9<Dm@Uz_ob*cwpwwl09F+EwenXn_;<YRqN#MeAIYW^?
z^sq~1r5x1^e<pPhbCFA<D***S;R4g6Nc)Gy)q`t9rq2XHpj=`BTRFXWzg;cSZlECl
zmYm?m(Ad_l$=O=`S{%4%Xp-8cR8Oix4jBX_b?oy@U-IYoyEFy(sqt<=d5;8O;yxC8
zYH;g~z15qN9KX8(_rkD7k|J7X=p-tXCV4hp<TRzb5G+CzreSr8<Sq=XoC=C#tb*FE
zUyUIxkvw}nlzQ?=>g3MRQ-2497nkGmLGndd#pB4AW8`hF5fL79=;8*Jvu9xCfjwM-
zHD6D>@N}`DE^DI65D#?HllLTEN6y>lRCjUpaxiZPE2?M}3PO#bFwHwbqH7F&YJ&>2
zW`9Vo)qG{_O6hlzs3@ZKG-f)}kh8*3Tl21vFh^x8+Ru4TW$EQ853EHg2;e;@G#NG)
zB$;-C{<>UO<o2{eR}lyHO34OXec#HwX-;I_g}xHC3fdh{kwd2sBKi0i5Hy-iOU*5d
z{TvCl`mSXGK$nU`v)Y`uOv3IGW?LWx@Y9n7pPhVbNAAR!@T5aWr=BRAZz(n=RdeU@
z8F^Ga-(k<4h_$Of9a#b?%0bt{XNdD(s8NHU3Ftf;qU9cGnpb9u4&}Dlr6xrA6khL6
zOgl69qU+7VkDw~?|FiY0NE$wR=CB-o*~OM0m-n6t0*P!khNcaaKagur;!1@c?CECM
z9{eSiw4l(>44R6_tFrWKyezJk?&heMsi%{)*F5t%MEw~f>VD8Fa|HGgf;(CsUL$T4
zVv?E&<{EkhqibdB%u<f=k<w{13H#nuG#D}K6V7^Pq9?#HU%TjuD$UEt!+Dvqx71!#
z!VY16%A9+<$Wx(VS7u0E7(QanJ~{c{MM+e{w+urJJhWLfeK-;ExL(_6A;}O6t&G-x
zexN2fBi%c!)rORl@F=v^sCnYo6jkz4WTHsk9|1!h#-D5$@`(t@#6>g!;~JOxH4+1&
zY&i5GyO!1Y=wUkHZO0VTNkkcHZv!iLW(M&B{zrW;YL72t{K#+kWH%w*tq{TOuLWmD
z<FS~1`%;#TqrjXrk{ZP7_;(UW^H&*%koRz5VTO2KDq$9|ET}%94v!q7-6hv_dg$ai
zTsbXm^j*=YH(`Z*m!{o=r~LF}`@IjSL3D{+KvC_Q+#V5mpy!h?2JQ1d&e6XsIMDSd
zh~1_yXA!2Dk4v;pF=owpVZVJL0P4e}R1#pJS>$pJGzT1`6LYUVQPx428{$1lznSn1
zuJ)YDc1W1&FIr1xCiEk?B$j?rUZIAu=hm}awATMhcgnS!0<Wo%CasvQoc5f2Azg+2
zbN6~)Xbct&;J~W?Rs42jmR6TInusc-Jf>(3!sBxA)~v#@7pbUSy{jc$(7L7`{!K^{
zNN|^4j2`-X1kjnbq8^7ASF@kn3}jXG*Bi{XuXCs&xH+Mp%PF1Lwk=?YI=8;OrN|&4
zce8Dnmy^G-+f#Ds=r0?Q>1N2<_7tQs`Z;%RSn5uxn~8^0)JL`v_R-e0p%B^7j%miz
zVD)$s@&VlK88nkp!G8S<-a~YE=~gfV8iGSxSxc~ojk2T*tT|%JI}gkKF&R9-A-7Z$
z-M89SHyh>#`*Wa12-xcIO=B;8ipEq^nXV8GO}Dq!er!PbUyXlrg0U>;*Jv6O^f53C
zpcuwZbu`KPmZ<UK*`OkY3mfZ|-KMMQ<OyKtDG?<++HC~YLLSh!g+J;Whvo<(L)dX0
z@KBP;R5eNYNAkKtg=2kx(Wz;XeGZ-kDm!9w9{~ODv_8Pjj+miR0%q5RVj)d((~0&I
zjzkM8aJ=z(2#<+uoDryywoOm}{YyJvczKEq8~-yAsZNfhCa-eHoz@t-p6@3jES_%c
z(7Kf>M1lFuUwLb<tFKe)8`J+<MWX$9M*2deP!9BxRYBe9I&zl%6-SjDhqdaL36yy=
zKEL<IBw@Fpn=NXAAMM4$BNja4<wRU&PXpCM>#L6)-D61V^SxvBcahDq6rH|q+NYVR
zQ$qT-LC-uJVKP+mjGR({1`s>m>}Gwz(h*7|W0nE5W`@d4AE#+Lxx^Q}TWku*N0{II
z9PE#zLXqF2u?&b&%h5hcceoWEij<G8*;H$;BPj{aH1iK9civCskk<kaY@0^0IlpgE
zG0R@V&CXYilUwKteT`jN3*oQgJh9<GK%RD21*&6kD4mXV0}1bc8S}ZvJ~DMN;nDl?
zWz=4F$@uE3EnZJPDGa-P1gDqw7H#+3BYw&mRUqjpsOaajOvyLG{?-Ju`f7%RA3l2B
z-+mCZ`7g44O#t_BW+`1Mp=@o-gF#8^;~_~b!xDd7yK9FvTlwFpLy^iNhkuF3>dWg#
zo~Ftt3l~-41EV(cXF*r|IHBbdp+y=c>ZJLk$(sSvM?2R#KKgQ^E@8i;$092r^>4=F
z1B%K}T9kK`7pSuD6u$88CMYhTc2hoyLSl8sGZEJ^We+CwV^1SQeAkhX?w#1jC4pIj
zgaF4)nf?76(y2cECSRgY>MKvy1PxYrKNVexKlhz<)NiYe_kzc`A!$B`L@)o91KNuT
z@;m%_HaZ3w`2N2;$i5F?A2DSIiMuwA)3+_+RZrS7_uKYtLc1pe!e2%0XU%ad^cD0c
zsE~fz26Vr6+2rNCJG*8EaF{N!;MF;TXd{e(D``EmSRVEgY|7=^I>mvCXl?Ktaq<Zb
zQ(eaTb`oyea`qmju`ts5&@Bf8BbnVM?BgYfCmyYPJ~;gwXGEP961`}%pBu6+q80GQ
z?A<ZC8O9doY^ACK<;GSbY!X;S*IYcZ_FLXYny!ZZs%r0Q@bgt-gqXc9)Kk5AQ8W*D
zH|{MqERUzbVREh!n+ab7Qz35=D6J^cNjtNRH?(-Z0p+mZhEbqRkEkV`Id(@agPDNg
zj-zWX8dfWr-9Mt+upTibvb-b|cOvk8;Kub$2@UtO!MEqe<qKe~hTX03V@VvzA)ce@
zPNAPNIDNsveCbbe`QD(K7m#cy_ELXkMi@xYs~<jMiw&Ixg?*{@?z{f2;VEz9@_p|y
z{87Q}{MwogAixljR3BW@zod~)gbyK=3;okb<1BY%oPMI`tmPb8gaxE@B`+IKbA5vb
zFVj-Yq0y!((ej(@knI4_H5>ANoFDb&*6Aa|$gqOW@1g6YW_MWSXb_wFYm!^&b4bid
z7NEx&9NH6<i9g{r*D}J!G$QmEt-535TwpF)TmhP1WAsR&|G-}CD~|C2opEZsA(CfU
zupEU1shVrvql&4{H_(jBeNszMKudzUH{K}IkS2wu^GiqWTc!4q#duIiQ9o=?@|F`U
z-u9~{3oI-L8vg`;iydj&Phe47hDoRlB;Eb}_DwhjVD>;m{L|OI)C+7GF~>rYbd!@M
z;)P?yn?Mgp`|plVDINN_veTt=(0*W>AxQ3^>#z}VGgWNkw$#>Gn@l8SB~3buXmXD~
z(z%m(ttYuXye+=Fu{6)aBa&e9P|tPAV+EofRqqTK!<ZDuV{YL<Z$8DgFD+S=Y7f+(
z+;V8CC<l5PwJpjfg*Q72`t0IwCidD{R_*f*kTH1PBi9p-3~Dw8C9Fy>gM$P#)8dO^
zjosZDmX2&#EJY?L66-jO3@&z?SaMhE*HV(Rsm_obkvx8g22PXQ(iCTc#-=h1lV+R5
z2KbDge|p>Cm>N~IEZj!3_qe;A#l`$dJ~54u!E1Ph-JFS7UjOx5I-aIHO3gD7tqXP$
zIK!o24*JZTnewQm;+|Ba?^xgT=f=8dEST=@;sA1h<IUvIG(gOEjyaw3q7MDIQI&Ql
zdm#ApseYr6A>)zYYF^)_s4vcx|6*ew*J8S3iozA7RBFH@Pd0C?4f~88!z7tvk__jY
zEpKGf+i9_Xn6?mQ%mP=qdC0|*HCsMCLQGmGiw@BU?KshMuhayY7LR3)e&zE3CD~zW
zqoqhXdq5&w&e*qG53Ba&+*J3;t+g?Z9dRhYC{B8TPFe!RdA-#iC*#!a``X|iKcLHy
zE>MykD<etmEGyy-5G!OplHl)m#_;b7fDd0AC<?0EXKbf)8LCo?_0~%Ty#Zl3^HOTn
z?Ue$QCw>o$@5Gjg$;)3Di+?+oL)}_X0#+>|1$F;Q;qAJ;M5Qik9n78p>Cct*L*4^P
z<Cw6j$Y=~hNN_v*);a&CdF+XyP?C#Cx2Pc@<3`*^|EC0;YBbbQ3q_S>VKQ(|A~IO#
zy_#arDfP2Du)~Yhyt{agUs>2oOE8CZI#2$jIb@7$lAaujf-j`I$4>A0W1wh_a!=;T
zSQtnHJoLmF?P7e&s8n=7q%AmO#p-ypDsAyk?c3J;YNCZc6lRHsmh*OA<~L@r0qAu~
zL5Q$rq+vpA5A}jm(Ur@L${n^*gPqpCx1Zr0NY)C<n*LL7D)j$et8*Y-U5V?Sd{BJJ
z*+5ueu>F${S86`~e^qX~+kEW!sgr%bc2TP6N%mjbNQb0-9xyNV{zo6tsl*${!5bAt
zMBvE#P_`RZR2z}*;C%jui6n1lJ<2qb(<Ip(bteo8`-bh!FH(O1<49K)z2>98q3&ky
zI8|C}yveqnS33EYe3kgeBX`m@c04y<B@U!!u~s4oA|KbFJe>f;w;fJXj@N5g()Y!_
zWAm@J=GGa}t18i0Alw=XHZc7fR@eBM7v5HwJTc+|7(~7^P_l$l<6_gc5qpB`vy#cy
z?D*~wTX~t=rIeN)PaR99LPXG6(;Z4|WwXN^zcrqv0OHV40HP9jrV|jdL6jJeU$dm$
zNlSrghLwzU)E97nE?gf=g71HE7aYSLB;2};I^b!zeNXA<l8#PVPAl2$!Z4O>u^fa*
zgqjPg|7uqur6{*KJ-N~W6gkl=AuzV6*?u@t;LvR7Fs}PplpYuzM)VLtEB2?EsX5Ti
za{*e*Y<0RX=}0~99+MgwIJJt9hMS3m*?@a<Px6&=b8q;E{DJ11;6x6mkd~uX$dJeY
zuWjL^DRwJ%4+w#A>eE8dYT_Tz(S+h2B4hZwp;LnAvvI5_L>vuL^8SN5;s|*Pj7%&7
z&dSYJe5&HWFGwX9&C83j&g8_ldO>swrhhW={S@VQ@g?@RGXL5Kv3e<4>ymF<!)x>)
zaBkkCk)t1T)3|~s{zp$8W|WBGO#PX_-R-q)19v?_hp3i)(%F7f*c*M(tJLT%o*N+S
zZx_uQb<`*DLorTjgLtTjF<J|K(LKI_>;PXY&gH}ix-#EXa8(R-BYg43eY%Jhi_jTT
zXMf*;KPn!HNUOuziFA_>epQUmB0dZ>^D~mU9lq{<)gdn<lcCW<;HCKX;7_Vw?}7-Y
z_lwRst^D!%&(dH1yJILUNWpSq{eWh%y=f_7WoY|e`T2z7^nBkcR0#}4wTQm7?NG}?
zFb_GXkQ)qxBJ;_KIgZ)d66$G42)dpf@4j>mR4D0<4NH$#kI#k(XNmt&w&+f++Pd>F
zCrn$?nq=Pd0Z{Tr$NU=I7*Dxch8W?L8h??7kNMKVhP_zTDDtiw<pl(Zh(3(MC5IXv
zR*53$zy(T#ZpzqhUcsa0Qg>(5kVcLVf0_Dm4X7)>M}4dW0z-DzG_xHmhd*EUx$g78
zEzz0ARzhUJdBdfng&kucfrB8+m~ASRhN*#<i96Dde2{61TRbRG@Pno@wH$kq*TE(q
zYL#}^#RBNL5nkWvl~Ne4zJq2AofAYvf-SqrsI<g2^vx&y;w>42ltKmR#J&mcr(T{f
zA0q>Z8FB%AlgskDRXG4e{v&!7o$z^T{h!4THCD+TL<LrHDT<`_B#M?xw-V9MGN>^Z
zFyg4PW>LA3!n{g3t0PW)t;}((0}9Jo>>=nU&PlhCvx}-<eH;#~?%l#Zzs~A-Rx~?M
zksZ-0`ReTdfU&d<G7r&0&OCh2)*Nr5pKJgWwbF`@w{_zf5Ghv*vcMGMT>W=nbaF)+
ze<vMS9`?A|tLHktNNvQT=Ff^dic({K8z2WxmmI?DuwNww$lG;4nOpA^wQ}S@y40bQ
zxb#SmS2Z&k68&k-yqqRf=52n4m`T*xm?!w~>Cb{%rZhvbO@D_HrPKSA?l(6ZYe+Gb
z*`!6-d7vjz9#xb!z+T|xrd=X45UZHdwUy%>xf}Lf2Uc4~719~c?^G^sO4O}|GvM$A
zdT`Kj`JKl<p@h~<sl$E}B=JCg!kTpK^6`yRGmpAPr9es=T<CxN#*`Pj6$L~(kFoC6
zq!!{ak#_=EEe@?KO!o7HFyYaCEQs_;D;=2}bM02j$JP-0R1!fIc%wY1=09Dmj;DB~
zumU>NY&X?fQ=iFm5^}<#oS{f{r%N*c+f8Gu#cbx)o02=H;?@F-_(HlXsoqT8AM^60
z#p}fb$a7Ex_CdPw+&m$tS-S1HRu=v&MrX;DJVj7k>|HX<Av{GIc;dpqYp*=nGLO6q
z-GAn3li7oH?+r2{9qxd~-q^aGNPf%yS9;?Tu=EU~;d4>F1LZ6p<^IrCJ7KB|Y(3Z_
zco>vw@IVOSplkT1)n6f4==@sq^0kV=pa`@!zpgU`Mn&*tKmAzi%QH-i^Qw#PSdl#!
zNZ~^p)W{t{M+}b_gx&L*jsP*QKxP(Hm84Gq0@)Q2w{E9av%5jEc|(1Fr5k+APqVtd
z9|NP73*<m;SLk@;_$OMW)&U`D)Z==>(GW@+I63%(G`>Z?FdnmFdBbm(jY`Q<Ui1r`
zb-}aOlO+wWuJK=7FO2-*JFt(AJH$-T)$ru59}ajhew?$K{ZOX^5_%~@D^S$4N}0t*
zFIYQF#c+Qq0M_>G=Gjq_7IDRZrwy%~b8IJ7>?OP^Wu;jHKQ>l}MQwjYM1awAa^%)<
zvPy_^2KY5lepWj?O?mjc^d#Gu5Sv4ri8wM)Zx$rd!N{EBuQ8?KR|}e6moqz_1Qp@V
zv0jl_X{NwBA|?yhINy)1xkH-BdHPX<a7OS1m(N%T&z6Um%RI(?d+F}qA1OpHK1PV$
zj)uc~T~{_`^jo47S!uDSHeq`gs96jAtJ(ZSNv;_K`2BF|8cuG^J=cu4!hIEo0cg;x
zp&>ru)mGY5HQ*>RwR{;slR*7f4}wwe&vlJqJeG0A*Qo#W^^2O_f9l(Wxb$NU7?dwB
z%<m_w6K^i%5ER%p{<SIXq#S3rZl9^Tagws#a3K8bnm0J;6_)XbP|)%~dr<`Zec+TE
z>|gj15K5rLoukI`g}t2*h_1lF48vQ_K%ke`4DWIc2s;It`mw8p8k;3@&Z<47;S1?^
zGQidQ5mfyD-BDgtwg4(__xDf9-y+nW-e!mtOe!<!%&QjO5-~7-TZ6jH)H4o9M|@&R
zLH`pc{ykq%;9AZ~08Dt<f=FA?B*-$FrIsyVK981aHk@iq8-z-1la-7h_t<;5?=XRB
zg(cdA!HkU4Lneau!#K=v`psk(QqG!Hlv_O$iD)4nCrDL}cyMGYGQMO$e1MK2L@7(2
zWbWC8%5{k=M_aqj7!F4NJi}ifY@srD*55t;<vPeHTYl1G8{z|%yTG-lEf4RhxBg)2
z_v^6X>=|rC9i|3w(gM}{TkP*XA2#V}wXQR6<h1mStF1HEB8BSR9~lOtd(Hmg?7<u7
z3&vYz7amlbWsNxDMVeE|k&<wmGIBn0=`O!ViruMP?>D#pSwv9V_B<MKK>E9m_Lq{f
z7E<--%7jamnegdhW+*tZQiJ2|z6JM|X}U^kIc*21`HMrthORKqh#UEJBG{-ZBt}st
z%2wW;y)0kyuu)M!?4gTHDr@?<k1?CC`@~&NU^|<bcTP_#`(2$sy@~lbARUO*1xEkW
z*RzOe(z+G6E76M#81F%OlIzXp?aW7g>ryp8KJMSN4UB%WZcI+#yeb7au(|*R%+RaC
zC>CD7Jeu0VyVvxi$p%yagbNJ;k}#6e>uWd?cQ*W*PoD1PQ13=S-G%grKW&$^DHm?P
z5GK`cJ-79~+3oJy{k|qPWLt?q{rKR*{JMH#YQlYNqdF*SPlB?R57I3el?P5FsfB~G
zRxe`k!|xuqwnmSZ_lSMob>um^DtCwvN`Lf3*|L&(9|UN%M`DkAfCn_G(_qa*-UHR8
z!E#^Aw2Qsrj1kG$vJkrIr^kD#+^xnQ_E1C3+kBjMgcLhK6OauLIvv?TfL_0nq{Qc8
zUay?e(kfgLKLwZeWs+!ddn$aVev~$EWL#jhr}D4Wig?s7n(sqbJ@|cK#k4@%;b?W8
zN6rs`u{f<Ds|U>ABN2`lMv@oH@!%8zX4<dQ4&V8-k$qEeS_wC`{&X|aq2;A9*zAZk
zAgx2jxyQi%4gh3}|J)n;_bY`900tgaP8<p@<2KCiq1dS)5|+gu_wXJL@l(M;)ur%8
zg3Mpa3B_=t+%>`gAx5eo2xRSUy4RGOjlLafy%wxq%{g8NKDDXTklu(oNGTEQPPDfz
zme5F;XT-CD5{)@>OQ8O$-dz-RRh=?94mi6aV}}7U2KZVSy?@j^m%c43eKfJIgNUV!
zS}?_yY=tG~N8piWBkE#cJoI?hSTpg(Z0oH<>V7dE!`<@ojQB=)s9oXeslZdRmJ2V(
zS2zerbYQ@?owg06{djVU{kgkBL@9naZE4Z5MNeZcjKRAXMX#BV=CfC1jT;9)da^v$
zp_0X@h3R=gaGu8^9E!)A&MxoIn6Ic1fek)v@K@@iEv^By7eNqyFg`gx#f(j*?{h({
zYS==Z#v&m>P5fgi?o&gfm)4XCo3Iqo{z%fuGCiIJ$g~lXFUkelMiy9E-v<Z6!taPO
z2s0ZCI}suWkD-1uWGfADbeTCn4|;uZjJ4_A9LcJzh+n%SCk+GN+5FcVYo7D~_{o7{
zRA=r77Z(6<n9GbAS{MbYw>*$F3yx&E1JVPA9`@>}{*B96UBpSVV-Gd5pc;wrufIAh
z_4brN6~V$ukmz;{K)J7eP#a$_(X5X*+*JjP5tEA4<3S$1g+S*)lBIn}IvdT*0`~dE
zhU>3J5wA&=h*i6Q?+cnblc(2vhSWqa)%@qpnKVyU*U!aK27;OPaOQLF2~DmGIeo*2
zE&{<}*uCnw=ZM#v9z%3f)l&LWw+d!62;$1x28`xXjjx8FYI>uN2+-|_QLI;vWp3w>
zVZ%m<S(0RnU3!*}!7OhWztB6R6R8C_4AF4i^dUwon7{H!GNa0pbXY|;R!tP4{;lN5
z&cP1@qf79g*%JQ4dee`-A$Ki(!XirN6GEXOhf}vk2T$H2KMg9`E1<ec2Splh^$+JY
zFh60mq*A-7$c4Qh=1wdCZLM9&#jt7gul}`$_=J}uZrv(aHEE}l>EvtM5Q7GFJGTBK
z@wwyi`HR(hA*AKp4e2b2+r8{xI;(l~{@ff>tdjmMJvE=8+mM7$vLbZ=QTFoDy4QpJ
z{mCs+hx#g?J831iVm%A5kW>)25-x0?={^c_25&QC#VS%+_U+V<yy4Uc{f0^K#0$fl
z76L46ZS988)s<S+9#$l;N=(w8<ACiTl~@|ylz6>fLhk+$s^wByFP(@qSGoae3gc|R
zl?Ju_0$|vqlw)i9bhTiiRhN<I!iITb9EHEg>5xkHNeUb9o7U9T)P5e;T-Cf)9jz3n
za<{V#BLc$>^r!u}cLHo-sNMGgjbJKl#N9u+QAqxbA?iqX72eZ&^+LbiXQ@%4m)2V5
z@4P!Rx5J-=jF6hQ$6x9$IN$ah3k#J>w2&CTDN#nZ#vh}BoQ}o|K-{++RCA>Z0gF=c
zcZZ97VznAEBz#{dY^wwMUien{PuDQXoUImDqL$P@iuy`wB<>yCJ8y?L0sKmQ;wqm<
z5DqNxhY&tVN~uFhmYkJB|HiAi!e`Q7*|0dVwsA+S7I6+qkO0je&%E}bRpyHZb7?!%
zW=OZ&9LVh`e<GnM^Ak_ZQ*}>?<&5Vu?oAsZ<iJ?M-~X=!UIwrn5oIhbp==SiZVJ#Y
z?4KV++ynC+V=3?fPSO|tl`DKSn$qv9>+#!i`W&ybaHa9Gck=p|&HsEND%1_FVs$eR
za*ifp;UxA{xx^V7Hs3L~S<sEM{G5D=zRtTg`fDPk6U0Q;{b;c(Uf0sgZqS>PRVI`*
zL(h@<%ZGP6>BYfwa_Jt<g8XsOdEo(oMQ!V;i^;VY)q3tlDOlc6$kQnSpT<8!)>3){
zqFh9Wj#-!TVhSKX&uk}wkEKwjL5mLq-*I(GeUPbS=o<T65HqTUbol;R_xFCz)rd@%
zAfS`8S_RPnHIf%TEVCo;%!Kaagr1p|zt8P8+bu2!rM4~BwT%BH0DhPk5`|{F-VN2d
z6vH&_*R<xk`G*jC7=S$oft=B6k-ZHBU$)&A`i)`~ZuG<LjTy=8Fk;2w)Ufuo23ngK
zkvkST-r+!ErFY&ZjUrGf9~Mg#Q%gZbfEEQ8seZ*8xbk7Y(J^7c_d*&_0N}Mm%~3?b
z9Z!e6ujYIWgZ{(SP;e2vXA174H@p8lBC@Jf5OXMO@*6R<=8#40+Ih+n4mdBWv$)6)
zX8H|{fRoTA;%o!6OjEk?k^Ls!V%6_&#6F<jYra?PUy|GLZepd1RiDZ@PF)v*q9m;r
zP;BPwIg$@E*2&Cz=`XXQ)J4}`2cHW}FRB#Q04lv_V!y&gnuLrQopq&#%u$)c-X149
z(fA4W@tgo1hcw!{lnVSw<nf&0pAOv$8V)gle)e-$X4}`01shvyO-MC=!cSEhigfQ@
zv_vPNPQgI7=KZu1|MbKqk_w5#@DWE0>v&RaUk?@3w26&Dp^c&z1|*M+``3PO{qK&f
z09*1pKyN^j)=CG4NILQ2P**zlN&J(P`GPz*6>ZQ8Y^z&qK7FYzoRc2$HH?4TsM0u4
zVU!^QUlcF<GDS&HH9(51T^t^0N7s0@f_aoi+2=-ScSP4?u+pAN7j?b-3kg%h|Is}d
zK{(>?+*XwX&)dJ5@IPdu)GDj=#i4G39C>6j-ejfP!;9dx4hpSlbwg{-;%o?55ac)s
z&NG~d?MH?*tJepzwx2&QxMI%h=s)CXGOgbDpl>S0Z&;Iblb8X9|KZOa2YOj)F=C9*
zJG$Caoy9_~*}U+3veel+;)j9I2%ARM&9?Te8zdlV2s;L8#@#T8wMtweDh!a^+2j~z
zZM<f1oHXR~s3Nu;P%cv6+w5M39>3oRiZ}~O)RL^PUZ7oc_i4Vdf6!>S+I0G?;S=9m
zX8#<TH;+^HE!XreHfvpe{G#qviDp^v(624EtL~~d^9Fy$g~Yk8${)w!RB!a<--^g_
zy>RneO2t3Lix;0NfB4t2;L>e^57kBaux(A1*$1GTvVZ#O4&FgzfmbE8N68MIvet7o
zjGDjv|HPQ6suwGPW*dmd>8XU0#jVY)-A{`ixQ;b;B#X8ucqP_(0fz(ZGdsSe2k9p^
z?P3XE0t3g_Hn*<kt$Y)SB&Mru>Mo87=^nEB!@hrFVm&{&`#Tq{-1RS0=_B`SnDJ){
z^Rvq2N|)qS#sa0~W&7%ML`Sw>Ytk)~jPKXF=Dzf?#^o;`hAa0olluCn^q`!70TCX(
znsf8SM&?zY&#vN&wQOT)+Po>#EQdnk)qTcyR6|?0xNXtQcWc0ttedShCZAqhFpZAa
zw-(s1cN{^%X{#Pk+N_WSp!^%=Jk^Y^dx7nWm#Iu7W&pMWZ^dFZukY~Nx<>MfF;WjC
zMv^B=tZ!L>)}>^_jX)|$HVBYJ`5<z~Lpyk}pt@{Nnch<Y?FN9l>I7oBSWfbc%j&&m
z_igHV*e%lV@&vzIz1c&iQDM}jCsl7aEj6!PWDZC!$ylkBU)b1SIA#GnYGH-f+Wb^(
zF;8om&u=DmG>zdV#>rp!5y;Pe601X%FNgN-1HpjD;RUR$w%SRG*b3>)Q;>>Ni5_b-
zQA!ZwFWYv{88Lc*+KX5HzP^_}J{Ed^con4r)r91siT~Xpc>>hc`8U{Q+m?dFMW62(
z)e>n9o&(8)P8zu^Czl;-9^I_9so-dX7A~qW-u+sasb|skR5}a*4<7(^5~O9(op6q2
zRp{#N+wRz{`By)b%Dm;HTo|`w(84LDU0IqNf%}`64A3+4Gf?NQAo&ZQ2>Htg!ic6L
ztAJL^NJ`UvYCWf1BmLSpy)m1K>f0WHB@q0)E{5F>CA~mtFVJP5O^0c{k3r7}m!C`<
zBz)8Ru_$CciZmZ(BBi0L@ae>yd+$Rp2{%Z~#WSMBAx$K6(DTzK>p9(LE~;VL(xF|R
zKek2=D^`J$so|^7W*tzF+*4kyf;{Yz_@box4tuQedZg56tF_pF<YQCVYwMPpGb^y&
zi_Q<~`SLvlUV%EPl$w~x#PyOr7Kx5qf7$rZ($$*4aMe^-#_JNht+J{#JcHhEft~1(
zwr|ZAIWxWgbY$trA<w;QyZ3%_%+QpKk3-_Z;#9rt)3k@JN=|&_p9qt@pO$g(nlM_a
zN(kY=bqe2GygF$&Z`7^dMBE2F?e5Kn66~r5mGryOYdp}&7Y7&Q-OY;S`J@TV#CB89
zC0-K4F^;L}s7xyuO*`9bWLR0;u%OB{;R3>fk)*{mOc~+~K;=GUqD<t8?8S6c25Z=z
z_3f_N`&!pO@qAv|X>8&`-qjN#a^hmG-B3nwp@-vAxn)-N_#Z$J4f_3Bh0_xQ^;N?<
z<NKbkI+#+bl0a87vu1(S(6hIEp2YP05Lyj<tPv~gE0cQjJ-bFlU%W)zKD&vp2MzY`
z9~+a=Ez#}z{dkq=+V~&Q`a<-`sMGma?P2-1wMxyQJKM~%>HaPn#aOMVkfePi?FHwf
zA15YQ`mHX@`<!$F7U2pJ9ur}5Irkk1+GSa|=L013fs$aDoFwKT=lJNaFV)iK?QF?k
zgQ~v;ky!a$4T~0j@?xWQc|=zU(N_f&x<AZY+mKH@Z^0=t9#^g(SkN}hTGIZO*tDU-
zro2wfF>#%O1$6+5v+47zL*65Nx$d&x(Fr=mUv+-XUkV0dxxL+4uF%cUXsOb9h&XQs
ztf-QVO<Hk#Z05izytlF7Lu9F1Cc?s0sPa&1Nm{YjM7H-8eDR@&CiRbBPFkZyEFGcY
zLE{Af`sc+$U)PaPm`$&jNF)B+X|S3eigcgXK+NWHLCXu#0>}UDj!~scv>-rG|C|zh
zf^$@KK4bZCs=UYAv5eKUa%koi_^$BY&E1%tOU@o?UOAB&(sUQfR>!ssMLy-0>zkGZ
zJ?NISw~oVKSXh^q^C8yW6N7J_-_+sg6v)_!z68}bWQ1ceT3zOgOzqjyUKglYDSr`u
zA>3AywPxIkGiwBIeD14ir9v-(eUq%l`6aW-&7e1+@dG`W<tzExC;9`F(#<+TnX@IY
zYqVPO^;b8OWf=?eA)SGNV-bjQ|5T4ZRrzcE`cldD4<Q5T29%gH=W-Y2=LY$sz&+Cq
zT=ZYeFXO8pNuDx9DftCo4lYKR*xFG_tAH7v(yirNX$YzgspA1?*$Y34nsmLqnhXQ^
zu^)zzrqhupPHE{LG^GU|10dA^dO|Yo0K_f^b&8~Cl^XX}bYUyTq_GV2FqN;-UzS~y
zklwgBfH!6p$4_bP2h!rKbD`<ECHuRC>+>9Ohja_gS9j91{mYz*U~5YE1^zs30LPY7
zHzJd0l3<2}?T+WZ8DoCEgV&E)wiMvVO(6=|FR>RM(z?>oJoPKrCa!xkaRj!*v+Vwy
zcnxLKAvNev#2NnGaqzHA3qR4>Re$C!5aE66^{U?)Wy^9cdZkD@o(2$Lu!~%m{iTa3
zM<YzWiaqE3o!vS}z;Y;~R&7lxX}bj1S3h6`@5JrT^nAbg;6#?wh<oH4S?nj1S<ngd
zdR~~!!4Y(1iHpc?ZjKTwKKpV)@L>^+Q{<Q`f+}g;Jl((TT1rorB@J7zJyj4XzXnsg
z21FWfPFzcgetRbj{eq79v!~zmLO<QxtVjj;yHj}jIYHk&sr#|Zc`qiZm&;j<Sh0S#
zP+sZ9P<SM5U9>AXjOcdnE1qj$nWz315yy=;vW%YYk2p9`X-2!@Yzias!WZ8a;w&fD
zPOTEhThfgQ;&KZt_de8R*dg1Ur%V-NvKRqapR6XPqu<u^l}KkD4jd>n+)f@p6Jq=$
zwS~coU(nl9loR$f0WeA#AZ;lfP9tMUNNg*~vz`sbZWj4;)|WFl3uTd==<zW1+`a9%
z0ltj=7|k-;Na>_Z>Y_9kTs4k^i48|5*v5ByFmg+&;r0)6A}K57pxNg^9SuR<M-l({
zUv2UU!0t+lT0I~K3g}`3qaSAYhJlRudIxxHWTak7&KQ{ldr9;eLrBx@`&%|L@<z67
zrydX#1k1p|dEhv861)oleD!x$49*{sc=XBLjIV`CJ={`FCZzS$xK^c;AtmP#2mbAp
zYw-Q&>W)P_)q8DkaH{vsl<p>`-A|bta+W{$I^@K5JvRI^j(_5R^%(!}AxrsOui9%D
zdda8l`*s@lSC#IHFkbldW5~x#w-aTnE}e?+uejOdI>%jw8;P6_%oM5~f8pO~yMg9a
z2=*YU_hyuS?1*{~I@5dL^Ia%0k$H*>&wQEJ6XlXiI9?EZ4=Ee9iePfk57@({zmFar
zB<H=)ZBD;khB?kB2=sd^_c`|VS1y~@CTjNk0z|Ouvbucfk|NJYM%^+gAWrjp=J9fZ
z)EO!WpSwSA_>Ov|H~6oWKR?&i(bHt1yae;M{&~aiR9BWFYX9JE&11tFTKybp)QTqb
z)%ql>DyDNnCt}~~Zu>#q=SrUIIuxOoN*ri`GSr{p%Wr+9{LvdQ#;cLU-GkTgL<U;6
zQfCttKY53n@>)NYaJTsSDRzgvR$!0N6)~|>>#<`|@#XyR;OZoz>6*AZWr%ZW6O50W
z+vWn~*C-`z4~(<EXNnPul?sFdf(+{**2I3`ko^gi-T+}DrmTs4ExZW2yii?G1G*rr
z0_Y$><Y5xSoc8WAH23&#XEmyF-^!B36!L|}iJ2-XMYHX>j9hD!%5#xLE3P4igr?2{
zw9eSg^y{IM*R#Z0!(1I5OGHbmJXL&o^#B(mTvt8F_}iBF2S`ZVlwcf3{c_1~f{nWG
zor{AD*QJnFCulu87Jf`ujjw*AlDH1SDSDlV{N!)_s`1Z&op#cH{$4+xFsdS*7=*&a
zzg^mtO^Bkp)9|C{(oJ&u448AD%f8Ijl65<ugvs-FzY>8SFm>!6p<CCX<OB@Sm9bD`
z@5*S14pCf_KlZI%zt6Sv*jk>CItPq2vcdJOIO%>V4J#p0X5&F>`!!$3^^({9?-~Y$
zz%6fsG`_}l0sO=N?g%pyZ<x7!yr1=NiF>ZLh#c`wjB2dGu3o`bV*urc9tK1=mNPd#
zP6>%*T9g6}D%EK~TN2y7KWFkMgo}VTDh{5xackUo>}>GC$UMM1>T+bI)Pdqt!2sx<
zi7nuIGTiXLaVK2bsf=hj94<{EM<(r|gVq64HfA8l1Xjwngo+~?@y|0)LVKKC#sX5)
z{%&7yoHwI&any_D=1=GCx2+$VXQ4``pvulE(OD4WXHf^6F!r*?zqeBCNE2W!hk^?B
zg`UC|-|=pMHbG55VrJ(}(2M_U&us|I7oaW6EqzSttI9D%KPE<71(aAB>cJP!9HqWp
z&_V`!0Y=be{!rBs?G>SNqIyD(iE|XYZP6LVyJo*-pMoAO(SqjQCgT%<@dM`xCTLlg
zAR~Bmu3v+0WMPzHbd4c>s1I&<{#sG_QUBY16j>&PHA{^6MpD~~qk)Ae^zQl6&OE#o
z7+*cQg8zJbUH6D^HXc0)+Ss{aONXys5$WlS7K`luQ)`>h;c<7DF|s(^jr?*0E#kh?
zM!sKJbNIwYm1iv^p-OkQ+$;B4qgUp=)BOUdup`|Pl9viGgak${r?<E3!6|CZ^VW^>
zKCMm6Pwu|ps<_pO^C{JrfS;+SXIgpXnRjUAxCamw`e!RZwrL9JpjEV+__N_BZRd64
zgI*Y$&uxCJ5GmQW`+9{i!kFYV2TRBHlG^Z}W>Gtb#JarCNCTOwR-syjWW2*XS8eol
z3mpjrja36d5i+SIy0gjTEgjiNA-p1fpMt>zl`Yd#FjW_+xo>s9Z(twTGI8@NDf!Wt
zH1!Q-yj=RkCR0LqBz$x>8o^D>1>Txt4k}h})D;^E?>ciAOPl-@x<6WFXcVEDnSpW%
zw>yU9JXl4=X+QB^@rEAM!Tr!fDk(urxZUN3G8V1L%i+JKIXuv#mg-B{=$T2Ns6KS^
zer&lmaJ1*i=uOU;0!4-73W7t846rHu<#w`7`H)V83~G1jD0ZiiW~Lw{-aNSUZ)f@E
zjCPzL+2nIlsBA!xDWrJ;^vJGPGpXl;R&e2{6s0FA^@mBv^FE4Sc7R)~p!l<5vc2+f
zz5cY!?n~v-Xa9%@MTKQQ6o36^5qNsY&lhA*gh?${EZ65Fzks&>T^kMc6sX~i=ZkU{
zLa@BotJd&&BVbAp0lLvVTIoo>D^C(&De!@^#*U}uRL54<$ng<Afh-Du-IGhRZ;THv
zgp%U$YWblc{Sme=G?*K2)yD7s6TgTM|CqPnX_f9=ekmZ+OtqW_><PxNR$^2&R4`nu
zBPDd~T0)es*Kob5&y<q+zAt#xV&nW}_*pte+Fbd#=Hd$V!f>VIYT>EP01T08CHw=V
z+S=QB{2g(obzM$m(czA$s32kmmk)^ffEA~;66d!6$GkI>NHg3|k6fLR3)1sZTcH3p
z$npMua30V1%%u>J)+$?fvI0HHi+2dTJv9C>v<kQn=gD6JY+O6aLV?DZf3HJSfl1m6
zlI;)9eGT=9E&R^L5*oWovKZrIxq|E4{}JH1ln*=eEj|Ky5?f|ALQFw>-#tz}jS=2T
z>2#q366K6o74n)c`Q4>ymx4|MXhPRJg(}-Pz;e^ZzcWuX-K?_QDM<m(;}h%qp&tQ6
zv2mj&_rax-6HE{gWl4UaYiZ)d4j!DV$|IvhzkG)_v3$7U8fdA0M|o8Y%}Z7YDo-=y
zZh>WDy5d4~vxOKfmSuNt!Az&-CV3<3YeF&xA#NCc@W%wxoxPAgDgLD&ohD5n-3L9y
zTu#_fO&Q<Hqlq_G@~o1yO0CQ`jCw1Aw|EnSf*DS)`|XV^?dMHDe~#841>;GCxV-pm
zL57v7*7r<(OHowK@h`!D@d0#BL}<@IJeA_~o_U?Vn*4?jE)y8MNMk#JI^99uVeiu!
zsghF<QMsNi@7HKWGQ4dDjGa@e)NB@ggNbSs;?ZKY=w0bEKAi}bsbk+Gy|+mQP)s^@
z?2ab#3ZJSwyI$t2hT#G@^5!KRW*YTMfLa9e{6a_|CUN?o-PVSF*op-Ze#cwHn#15t
z3Ji!`G;sIA<u^UqijVW?m2q*NMng}3jJaTrQ}t2yea%q?34iZL-VksyVRoK*`95gy
zhdXa-Zy|d@VAbfE{l31XmEZUv;_F1WjLn~O#zbz}zQh6LA1{cwWj|UHx$jj&VrSpM
z&ag?3i-Mo4Kb?IPwV6+@`K?!MA<2u{v4r{=_<J4-wFif38B@4^?EjBd_Y{MoH>1Bh
z3fvVkZM{iqnV=7|RIltb?$O<u9W&P6OkK4xD`PM3esH_OuuEqk`4VUKI;T)7qW<J*
znAW=(w@f_B4&(@MEBa=EVLs(vO%GB!K`^zqo?*Pcc`5Bid1XIYq|`Pnf>eTK94k>?
z^+TJJxEA>bq+r#e%K0>SH<(F=y=usbPto)m)`6au(?i{j4cCI|tAj>)5fvOHm4~b@
zzEG%Z@oJvdl&;VPkIg|E-VX7AW<kEO;HTS}@z;cy+x?U&v;dv$>b3w~9}=U>CGHub
z8n6J^t^)G5`@Zm}a3rUul!fa!v&=ZG!bZRF4$F=n2TmnGe%>PDZl1m3Zvh6L%AMVJ
z>0^ooTO*>K)8y3yS-ysD^@q!p>29~9$NKe!vtY?D{;m=_`oQVbDJ@Ab$N0?mZ)aMv
zOp61Kbn2A?TL01vDAyrwPi>B!;^6XUtB$_Zp}S%3-XyeipeW>QaUWu27Sd)&JXoft
zAXZVEI?;Vxs9gC7lITeH#&nU_eqa1`Au*e?0$R^|Lzd67$Imv{kDHs}g|m_|^w#HP
zJNLFOIh*p*nW(=7X<kzcDv4|FtEw^JZA;1Llo!XyW>=zi3fe@T3-T8;XCLV2;qH@g
zUE#AqLTbS7XmZT(mYDj58s~8c)ILw0Qzp4$(VxKn3DknY!=|w7?Kj>l$syBQBEJE*
zPotqV^IzD7OUAGu7Svp~ddI~`31EWhZNuVn@DKdlt<(-z87*8NAK1Fl0-^^5euWDl
zEA*fAX8NGiOhqycpiypr{S`~dKVtLK+ZQ4^clPm&X~tfcF@M9rC*m}-S+&<BwD<?9
zBy4~D=yHEjv_XU1zx`MGKpt4oWvNI~j7>6Jnw`^T&KqLn7Tr&>ysNfSxX)0e-CvSN
z(619|y!tF2vaQ>pl>>~;8dDV4^~V}b6D~+$GasLz+`dg&wY$Z}R;-%yMJJ6aKG9Zf
znH#ik90b7Cqia%pZZMy{AH?fxG!}S;_~f~O9n%GyY^3tl5q{sUXWg)jXe(c;z1Wz!
zYkeNG5q2M#x}{sM2;+xh(LNvi9Q3UhZ7{rjXMyQCh#;sve?m}wp|Nj{VBJ^QN=Y&m
z9;?HEBWE=eunzsp>5fi|)gBA|s8$KsA_c|4JIQ05BO1j)MwvDY%SH(=HI5_1N=uh-
zzPpc;1(!oh)KSq9(p2aAimn;zf>6AfkVSfZFzkvbKyqI}-S|ff)B4Ym8U208j#1OH
zn*5@#zX^!@U<aK#KaSMv@hE?ugJ9b#=wba2SD4od!_{5@GcCk$1qBtkzgrVAE4uh$
zTUwG}fBI72!=`cH^cG?G&#{I`l5#h%dZS;bIKk^QTCN2w)>7h9ZTIsQ?2ot2G|-{1
za6cTcF2PJI$s0MTnPp}6p&=3Vbj?EloWheAqCf=jELJWZv}vByL-w1AsL9|-->ubt
zRcOmb^LhvnHgXqh0%Z27jUoUPS9~YR>sD7fui99e=(Br_v3kVnrHZWeO3e$G6XU+%
zb9B6OWT-y&CF1*UbI=<~fviMXw5)Hsln{(9JeS`Rb|<bBNtqP-N#_ubb9!;4e7e7L
zaT;QMQaQ6v)&M=1gR^$c>7FRvpFws<Mjf@tE+^a)l1JU*f!maWHpoR`_+gZ|30X3;
zcmKO1k05coX!y2Ggt9fJ+0^$Tsg+lf%r?|OIz6cRV18eN<WLzthe)wv;EfQDO%Gkj
z+fn(V0oxVh66s($=r;REas}6Cg?|{KknGBE4~4$fCV79}PJjX9m#y~S4Anf|mh4;X
z3??twQp+Z#;>2O^{bscJfvrb2?5g<bqb0g-xAqxj#2ZPha>~2H(1O}0wr>}MgytZF
zWxd`Gs}{G4bi1COC4RZ6&+6O;qyyD`d*`)-Ys{m5{lwO9ne@5Z$cBrI&jG821S~hs
zb%YeOn4=ObJtjzjSAOW6*0^e-!@{T1RwP_6Q~E@|jhT~dC>mt5;azS?H36eA9oztH
zFY;C$$UAYdwj1dhD}OOuVTm)94iM~!W554_Nm|qA$YOwv^y8XGV~UIx%Ns^$n13n}
z+SaK=bQ<FSkEQR9Yw~=*wyoAWkP0eRR+S|nD9DhN)S|M4C>vQyL<lQNSYf3V1p!GU
zVF(BjS+Zrzj0%Fxu(w1;5_TX!LdfXv=KH??`BC%aN%GwHeXetzbFNK*Tbxf6=9%8?
z4P_3BE646ALIH=hpJuWmRT21i<^_6`zINbj-N&(=_!Yg~owLDH24LwG3#i_fc`UVj
z&P&W$FFTZjOGFCieBuzj5ud3m)vpAxq_@J3+b_9D;M)8Vcc#2>Y{onqI(V@(J5Rd@
zCD5t=_fjtQ2D(gvbN&OU&h5^zpXN}tAd(K0kg(4!H>X7nA8#Se0OLdj<9N2pZ~66$
zY4%}U#&QQn&DOAN=?-}^UYGh=6#;rl4?0mFH`+7gqh`B18Rd8ylgp-f<M<7WZPseJ
z9ISMkA_DEMz$#$~5qVqS&F;ozuL<RIV0TR3#(de+7d})qeJkU9)-`y-0&Lwj(B1#a
z%qCTE9?Yo<(t?;Rr@CGMnYai^_tPk^nWb^WJ-^~vl@sP#Tn|<bpEF<le*O1YdgPU+
ztSJkQYD+I^-$N&nWM!vTv>JN&dBBvUaw}`A!!2bj)r7kUunX?)-Ra5nD?G!<jog%!
z4-r-NAZbGecD377vH1B7zYw=R1L@X*&l1v)K4LP#{*#4S8*sHepWU(ByQ5f=^K?K`
zgS|gYh4Mc>&IhE4^{na}yt_Wze9l1YSYbXG)&x?lcM@(n31q5wk!U$0u6jEx*L;b2
zUGmhpo8Xrn!u5!~K=9O5xIReXLC4ZIYWfoXKj5h;xox6+<6x5dg<E{!5xCKvrkqt`
zKBP`FWh%8=S@(p!_KwTD8d629k8wwjoGf}|(4$drUIy<KlF0VY$TO9vYDd>z_ixOf
zd}bm=4xRYP?OZ<|rVw$!Dt#(6lBrvhttWLEe5eEVyU|^9$BM1fwP75@J)p>9LC-)D
z(0`yCrK+l$`>Ikhu*OZba9{rk+mYVK*Ul9LLdDp{@!hV6W*t~P2OjuKl)DdM*=<`-
z=vVZ1j)YWLF5cjQ<(c8-*yS^!$q7{c8?k;&Ht;*vF?n6{$re_X;!^cRyO5!XO!o6Y
zPCh~4XzyCE2dc(=f4k$#Tarqtif^}^otiVt8QE1e99otJ9u!Lc4YRP<6R;$P28evD
z5!W7myHzr@ejTZu0!)y+<apad5cu0sjrZqA0Z%h~de{#`(h&RaKobX4Yi{57@lpxw
zv;||q`Lp)KDuIqah=*l;$cd>aJxqqZ9^a7s??CkBoyLS)d+n3VS-}nLeg!b1RF>Fz
zU1>zefw+13)1+VVT!OUIMqe@J0s5gJctRnA91Rm(C_j>>Lt5d*2Mj$=T**4V+c9r0
zr5s$dL90OLOh7uz*3NH<=<Z##rW++1DcHvX2GBK@ZPZ$hn}oh_g$?Dlz^Z*H)K2z%
z*=sjV{Sv=JmO#@q<1s*-yyN=S?-h&<tl;gX<O|1=@vcp0&NQ+jw>&!UOekAXF>w$m
zp|#&6kpC{WO0Zj!VGyo$#AY9{^pT_@CmVv2>dw4!MmABZx=WOtrJD7HbOGdYP2<#U
z7O)7LP^@2W6xU>sEI@;Seytf#tlO<x7sJa7z3M_!_d3B>Qt$k@0RE{ku2AK-RgL2M
zyaXvI>87cmNAX9I+y2m3kmt(&^m_==x^C!xOLX5g2yd$(ZEGwx_N$&$t=NeS$jbqq
z&>Z8ZUF=K%6A3buDC5x1bC}g+s!n~?)XP&Rx1*LTy*rV4t`I)tAVmYk@0!am3*b6t
z(*LcNKH+8A84>(`ddh_KP;C;pKZ`P`Vg_A%tmKjqpyZAaziV#V3mQsvfkP9*KFkGP
zH{lOFglJ92_z(q*{5420050wlZ@$o}G8>a2a2wJ`f&<or!!nc*MF-|zC^%0xEzpX_
zya?BpN-hRF#uw$n+bqUbF9J}Q9g25KQHXw;^33hM<Pp+jBCqi>i3&d5=nOgO>!*s@
z#@-X&v9iMfQ{LSj7`)C9{~pKzx$P3|`XazgZ0r)Chedp~Zt%A{#5u9R6rB5OUM;T7
zd$1!|DnXM*bSJT2`S9oa4;d)CM46A}KHVD;y@TOAzzFYE7eA>8f0LVar3whHtzg*p
zua|a&cV;3A0OQD%blVp8?y?^WDD|+(y0#Xckr8GG5HwJv!$-5alRE8aYO|v|<b%6d
z*xGCPDy|ie(7|oXBX{}a^aN!ojDoeHVy0(CkET%=q%<!1@;)=-FrfHG5bOJEbD@tp
zYV}MItU_jjhQ>MGJljxvbtm2c^`&7t*fu>$H@SI8uxAWd-~w*4_Qmm0-ruR9eZ;!@
zeKk=Kj5T5kOjUn{#0tk~u364=&HA_o#jDZRq`SAIigG!(ll?%gVc?y=oY)Cm+S)|+
z53v2sEf(0)x>9vwil)c&^E?hsBWZtSg^h4kt<JQXjszIkI;hqtpQ=xkpYWwY_eg9-
z6f;fBs=g|U`$$IvstcacNFC`ObK=e*vCY~%!Ir7lT?)0x(rNk#2}_fKspE>b#BY@I
zi*qP5-%<xSql;XXoCM%mv9@-~b)iXB_!c-i8wKZZI-lsRGC`#w3q&M6dFIn9{^q7r
zYl<F+hW$WeZ;OLzVh#z?@(>n8MX90J(;t9#B-3bBdo(NXjkrEw>F7BFmIW8XAa2B$
z8l@*Z61LyVN6!UMaO<{2`CaV^NYCE<IAq?f6%V+qFiNI{)AVc$V!E0vgSBXX>OHDh
z%n=)f1U7`f`mBoq@wYjz8tuC`EfIC<?JQm7M42QD{mMWkYSNzTMioe{%$%zmtRWw7
z^^nOY*DR45frYSs?9!8~9!^-5?Wx9N?|I6zXQeHN6*z+ipu`$%n6>ojeJxM{cqPNU
zsed~HWte_;i0|)QkanE7YV+mP(#lC|qqp9ncCADa#OPj74sZ{<x%j~3873HTQ26P#
zmuUrT<92pWq+eMhwtXXQ#D?gO(rub>{D4;&|0>p_tbY1Vvzg6@(e37+mq%$|n9{^<
zQq1lm>%p3^^;nJTVeio(Rs$`@*SExnb9sB1DW$!C-7n@nUJ?cID^emO;WmNDS=@0W
zAzJn?j4g$X?k&(_@hC-DY1*L86D)^Z`=6)8&N-{nEt+mDFERgj@ZwEZ8w-lA>5*k@
zHgC54TQts@gz{=}ec+^7dB?e(wv@_#<uGBCy|~$c*a%;eATs+Zl3|E!NJr9UGu*Th
z%ut11Hm|R*Ga>Ym0R0;}nXHClW=)h*a<y2Soe+NPR_8v$`3JX64*qrBH+M7U1$-!r
z!PNqJCGbR$DFmLs+Pw9Q{Ln|m8nLIF%Xu5Hoxqp;dEEeh+5!u__=xb!((RR8GcJ%j
zIR6Ud#;d?pW;@*6UwCIH!9=DuPS2j=-gHDzB>*x`c0y_cD%7SYG^G%E!M<_HlM5NE
zT1Z?e!!`KZvazl9=_ch5jb$iR>j29dD4o(t@ZuI^w9Z-s=8d{rq(gK=#;oo~A%XXj
zDYe$Q{on=FKx7lraq2N(ahF9s(i8v%be7xUWH8jV)|6oPwKfv`gX##Ivjkda(t-xt
z?(bJi8B*D$lzhhJeH1kW<#_Ipg+q!8GQXroDvXBLHE^{jA~BWVn6(GXu3>gP?XT_l
z&P@G}GJr371_K`U@VY;68#9}tbAfL*oRNYfIRti=d+0T^|DRB}zMOxmu5$}{-LCQ9
z!eF2_7sAFrBbCdP#W#ofhe`wn-YgoWUBCH>fT^+R{BZYig@sr9qxa-A<&;O?01)bV
zBScVNe^3s|6(Z<xvde<v)o9U`p2vfu<HenD9?fTtCC^Ci3_iNW8vf~m+(En#`|VG&
zxrx6z_r5_XOqb$+`6Q6z8B}bZNJYa9-kD1*Rq)!1pPQYGVZ&NU3B;<I;*D~rrp;e*
z`Hj226#5O=?luTOQm(xgJz9{{i=u0c(lhSjdZPLgmRBqr)C+RJAd9MsrWC!8l506p
z0*6i~1XC(O$DSpmM7K{LHOn3HdxTp@zXHi@Uo;;4k~0}*I06Q4PjQtTRD3-^$DkiP
z$STU`svoF@iDy3N=}OfVnv`9K3q4<uR+zj54Z>rlba5pX`FJCbYAp@Q(cN^x%)HG|
z%V!j*z?iLT5T}7WXz@^CNz~*Sed)OfJEP%pjlv)4U*?2&`Ypg5vOn*gfpox&mdCPW
zm?D$2kQ-S8`Xu!z_p5NO^j9lHUFv9RkeIe8e^)kxo}gIzTb)|=2D<}{&u~ImaYn^b
zND8S6>%6XoQmOlUb!u*O$IP8HeVc=^w0kYzJQDQl@Xh*~fhN-+vL4d3i`>++spmrS
zAjLizv*s)iR0q=Dyzm0jx6Nhh`v1U3f4DI}8>IX-;%andUl3PhN?la05`Rh7h3#!^
zL3IVHg8nOBE@H!fqIpZQT%y6l75Oln@WaTvD@f=I<htrYL&!r+J=4xwIj60yxB78v
zsNBX!CT0vXWV}+QIk3=J*`AS;Yj=o_`CcHnQS#*4^RNpoB~u3E*|F#0&^bw~?#+WJ
zv>%cAnMYFn_(XFE8<Y2UeBAKfFV}b7(jiqW#&K73Ei5roubMdn-IYXtj1vq<B?}1$
z3^s8+RW%(O&DwD5hO)0ZE1MV|L4jRC23K1VKh{jY7%L2xma9raBZ5hE3Rr<k-wi#j
zs8?3k3Wfr^JNhpZxhfFY1>krT%#W&OPaK_ozbxfzw_2A@9ZkkiN#6(^!kv|I0sPlC
z#eJS3W^KCGqn7r3d><XN$57Mn*w@;$|9%Z!{a(5)IKBNP<AH><Ob2NJA8$X=MRyP)
z#+9oeHSM=`@^K#P4{==L`rWXz&E~?tgiNg><Z;qK4$lt|!E~D{g?$AMaa`#X!fr2*
zR<&U0D=U4$<S_V=6}j1#h5qC(_xSu|S{@?eK3lY)^B^Idt3<umuK(sMRM`7mN^Bq>
z_x`hH^(&CV^#fm##Oc@xOWtuP)l_6?X3)2Cq86fo{q6C>=>%cn5Vv+gm)R1}2<7|U
zf~WvY%wXV~&9SqOTk_s{vClw4otBo^3Q=IAH;o)z7`_pj%sW?Bhz??VvVsb$x<S{~
z;LJy>>+kG6&!tW(413gbZ!A^F{L3S$D56d!V<W|Nwj)A~HS`M7dm%hj0a;R_eJMjs
zw?q^sxBcq&=45^w2RaJn2b2^7qaN|KzCod9uohdy6)`%NiW4-L4E2Og`pp9Vq<UaY
zrDjQ?pSN=D2P_Lf3RBBVi~4K+^tJSobBB6+)8)TC{1-ZE>vNoRbhmD`8x603R%<gd
zdSE>NqJk!g_6S<?AzHoM<X<UaqICQW7^s92(<lC}=j3IpYnSQwY83>oX2G}~*6^b@
zBShO$M}Nn7z<}hNOT(HT_ZrmU+fIT$&F@p3pu*!B+D)$_*J~H3+JUM8XC`e}#ZQn1
z3Ajn0)x-gPP)2nWtf6m9lsRp%nj_vW-+P|7Q#|Ej0Xl93P$yLsGbEKV<My`Iy&8Jo
z5FZ-*X(6}f`BSSU4~~gn9RI)?8^cfWqYtLfbYu29n1ayZj!CD2w=0unQSWE2NBlD7
z<P6y+@Z)}&nC{=a0I7QqP6qFPAv7?gjPKYEcKpg5qlphGxhdyl_c~Gya#JYqiilVI
zQXc6l;I5Lb#Exan{y63<+#bvpo22dtGAcm2EZ~jp0ju-rV$+4dZ{wtmWJ*la-6wOx
zYxYPD4kcXsF%WyWIz78R0sixm>hwvM>k)yhOx1%kSs1}kS*X2f(oSOO4S&Ju0ezjh
zk*1cB@avcd?-lllgq|38U!@NPn};+^@;tR?j*KET|Jbods!-_Wrr%efo|hl_xP<>5
z)uvS!`@Sz#ZIZXq38mopofldEuJ(WuHw0<4DQkCbez%BjJ|Zn}02WNcdw(aqOm=}2
z2e!Y%KkqeDS@kTB1nF>X7LFzxYd>1J+MA?<eTsZR+IThY6j8J$Uj>*f|H!TGlEUK5
zON3T1>_$4S^x<fr<C>ZICOGr~2SgF(Z<^*%)jYIIJoi$brayIcb#$6q4L0M#I3e$n
z)$2J}=<HamY?WZxM3ok8mdp7;T=yx>vzl0hy7%~bhbEV1mJ@@BO_+K~xY>-{JJPcz
zZI%Xrbj4g-@o)49+^=Mn`O<>**V=9del(*vCJg$}KY|<Ap4#MW`tJtiMzy&vNOTyK
zRs)}83L0?%Gh{jm#(ov_Nhy#LE)aS+>i|uo4)eClydayU$bj-68A5hO@zzB9iuAs@
z6*^Ovi??%RTiA0y7kZ0@A}235k#qq%yg3FrSFTp-8Zy42P1LXq!G@7^^~y6r>^DiZ
zw%jhM{cNNg>4o3@FvnPhh!o78dOZ+0P1t=`4e|Tq(zZBGjXl-KFkaa21FRZ3+Ocmx
zV4My84(bZLi57Yc$A;ERq8>!dEvHKf4=}3V%eJ&|H3pp(h{rdeuan2@3@@JI8KQLW
z%@`9nYJm0G7kXFamR&{7uDv-kYP(m$y3!hgYgS0m(vRJ5*EqB||HC)lH7k+N%W(uH
zt_#-L08@T-q3Q**dyi@Gt|d(`=UZso2i(2sHhla)wr{@LU!)xaPPW_aamdN~M?P_W
z$z)5J+vI?9-CQ9nkb_nxk0qR-O#&2x#>XG(iZnlSEOC`xdQ>QD`v6))#AKoWrz#NO
z{!}}<ChnIE(g*BAymlcgNIr7u2j=${N&A)2;NM|hIB{T0x{>!N0bxO($8_K(Dpx*<
zrN_L`S94<&kjR?3z^DsgeuQpT|98)DQvNb&QQ#y3@`f<n?d7}mMQQ8OCz@ap`BR+=
zlUdSx9xf2AXS4iJsgyIBWNRb9)`Yzm<^GK!$s+7$J^MVI?Y@P{)kUeU2b`t%?{w=l
zJ)^KpM89FU>kS?+p2MC+_H^`z8y4EjCNAGG7n%#tas>~D&Me((R`^kn_`qD<(>-&x
zC`eDn>>#YQv&W&)JV{hGC#7zTCH5j?5T-{qfv#o#dcsym?^vdp=}?)>aIMoc6dZDF
zSpoI5hTdA2RV`QcijlYe5)0TpK<ch;z%2P=Sfo`6pptd8Vp;~*nSFByDYRSvlfC(@
z9F1$GR=BpFo2ke{kT%sOwAlQfP0)fcwf?bSaFRF|%#BD2N*&ve=^)V*Qk|3K=l)K=
zsRyQ&Q;zMBgr~0u&RUzCgqU$nauXKHb@O#P_JC*4t9gE&ANHd<U7sz2fN4^j7=i?e
zSkMWmcd34IoLPLIU_@Ld32BmrCfoN?{>Au$5|KF*5?+mM$Z>vCe1HfVLkG8U(OKgC
zsy?c+BjGv^Kz`qL*16dZx4b_Vfl~ZLoc+VTAut{~f84dR%rmIUkX62;mBAwu`EdqS
zZ-hK<-e3#w{vGc9b}@+Q91<buVAHY=Zz<g`3$SX<4LT<r?~!o}uV+U3{w{pqV|r;t
zsYd7LJeiE4fbuGIdO``p7Y(45>=VJ7Ql{G0^pgC*j<T;dU&QQK8iYsjz+{<z9XeeG
zF7%Qfp$eNZ_pQ*<7rAShUHvD(kP{!wpUCG)zH{_SB{NN=*Lh_2Vgc+;SE-AkKQPtm
zmewW+qKd|yI@vP@S&pNFwjyb;))|#dmGwUxC>~D^cTzi@P>;GTGs!6{lEYkRwJLD|
z4<mtG!54+rORC{=aIJ*Ov9@5v3m7sOivscmb)V36nh)C#SHCY4b-?i@Aqy|S-N)X&
zcSe_f!cwo-RJf9p6{?>K10NNT&zZi_IXzFvC%b}Eq@*^$szr++%4rI`x~B;3Z#xO5
z`J>lDd<!<V>j<C2+3BEBs6fHSJz-^l_6mDA`vV@WQT)wMwFRSYj2RgnD(EgeeR3uQ
z={V$i1KY8xHRK4!#~TC7o9qhnkjCSs{Lj7^bkWiWv|1yuK;za;K)w;`R;>I+N4%AJ
zQ_IuAN$*%n7)LaGa{%@0s?qFPDCdWum-$`)+4zRZy%DG9fVz<Cn-s2g@fJR(KxU#5
zR8I0s_s4XqhH3!jcStH)R%{fB)?<XQc{?R96c-_~!<o=3*KqA4Omx_P2S!GHjy|3;
z0?{t@?_2n|3h=aLC0q07rQE*KaPOO+FTC<j!FUqsA^+PjH*}T4vU@ysfg>cCdz|Tm
z7bf&jm>3exM*Q#lulV`QEt^KpDhQ?Tl>1flQD92s*)Z<0gqxb*e9Ke`d?&CWRt>SH
zKNU{Xx69X@MYgz7Mn(xxY7@raR7WQvSsZUJoLT7f{X3cNIJxhdR19m=O;I&G>T+E^
zPri!f9XsS^RMo>AtW8p>h%fOE_3hn>&XdDU4tfIfA?RjO^X~hut_BFRV71fE&dv<%
z$VFiU{Oyp>_L|!lbJGahhxmQ<skFaFf#v-goog-(5G!O+-N-d><ShY1&g!;Rj85fq
z^5d{>S7DXr5<m&$!kDrrM-`_PN2t2OB2E;;9K^=GaH1Dy#oc1ovRrN2GfQ@m^Z`>@
zlOP4|In)O|zu#75P>rB!0khv8BRzh_1xn$v8x$r<!yO>oH`S=}qjizfW;AXNDeS5B
z<U3+0QUJ{Dm?rb&Azka)lG|twHc_+r1idw74;fp1>==>YK|F^R#ZcPH6z3F#pG9`j
z<yoB%SP{alSmKiFawJ6y5Nn6;0kX)6M}>+YT=X}#@7?oi(B2d81(K@Ak$hz@8y&+}
zYnt&u3BKIm6dJrA0ztFLfQ;SGx<T2cUO$?u*wOmneO?<FNmDv$F1=xb(N5t)>y1YE
z+0|amKO&WCH-lr!s>38vrs;h;G>!s}4Sr6H5<U94fty>A(~c0x2-FlrA@f3_Oh1r5
zPE;sNP<y5M)nz(kg+eDQojPJEyLQ~rIf~)Hj=gUadxo$KRvgy0Klfpgcxt+Ee3Pg<
zGJh9mI^hRk<@#sduD4Qkf{h_zxGa2yt7o!yKE0PBFaQr|3P6R)I)~3Mre20WKrVQ)
zh>z+rp~L%>!(!o|3;F_DAH$M_9~}M4fYPfs3-%hWtR%hpn`ZFy=6vlS7!@AO9F*J-
zxdsT}?u+Es6ZJ5?vC`ZT_o^WmqpG2Wh%EO8Ku6vw=z3Hk(ec*Mm!F(tl>cp!3kGZM
zSI-jW5V$)-%C6k0aV6z3dXfDbc;^NF+^yu05N3?d@`+eqZ^_(~xq3i8DL@arNd8*i
z*^80vT?n;#85zuDF_#y^^3Oi+2|d);?W@%XrqN7nbpYju?KNTuxYMnOP_d>4aNr5+
z_EOyL-4Zza8h%%?HV_g2O(RUWauOMa`GGa<5M`VziWwmu2=_P#Wmyv#i4cC^13MZ0
zH<K|Mm~xr5_p;o-k>#adZ2LLVvyJLIfz$168T|Jj?E%%{{G~0x>5`E{t>uMCZ~5N4
zce%Fe7t7Uc)qjCJEQff0e9gWxb}8{4;5y#+cZ7KUtiATv$yN5-BPW&Su3wPz{HLO7
zrq<`_8;ab+@w35K<*ei+nz^4=xV_2oT6X%dj;zyzHSvxw6#kVCwJGX4_(hez;M&2M
zm^T`@ysmFF+bPvIO9}5+n8w#)4SYgRttW1^B+s4Nf}0GnpYW2^TR(asEQ~%FV!Tn_
zU`S<zhBg*_!F2u{hSIf=#Ie{z8NfmM8)ckSnahEaWHC)8%eOjQb@j|a=!!)>u)75l
zG!X1RK{<EV!d8fUds99Z(9mWH+vC!vBhu?8V7E}<bIUv}=w{Ec7}MIZ%M`BEZ&J)_
z&@mHFqCwE#+MpxuWxxxy`R~A<wWy<0#5Z`RejPT}szCbro1uap&yZ*)&~49jSXM_P
z6gVRLtYt0IUjO#&Muw%+^J@Wxv^axvqXAsq2#x}H2!3iIRtlG(&Zs_W+4#zD+Dnd;
zOUD#~Lsta%Q2OLx2*Ez8O;;mGyWbE+=Vd*N-5NXh?_hS9|DIoL@KvK6d&&jG5?e63
zQ`tXaLsjS5<N$|n19oq3RIG{{E0@DCUJTU1V%*)n_T?GSVkApM`2}Q-h>j?zIKBnO
z=k!RVTx-_;bj};l1do=g@}85xY&nhpDRhEdlQJYdUW6+bEkfbL)!r+<wll)@2N4VA
zfNEUaBVV*%QE4&>+PfX}%3|rg2@@^8Ph-gZ-Cp`;&r^%w(%}Y>3uUWUKXBq`keV0$
zdU=SOp5DbBN%1ye&9)=Vd#(y#%_NH8N>C>{r0Fo0@CA;Pcr3+(A%%N!$<vUJL!l+(
zJ6rk=&IlZVGz^T-7@2H8dPYNY#aDdw?)RmN>4_Ooc&YH(^42c-R4al3yw3cmdVkCZ
zHxYs62A!;EuXK7gLV1m~=a)xXMX=`y>_~T?*H*eP5l_hJ`VU;^gqNcrRH{=&eqYZ3
zm;xQHPK_f-yQG|FTvp(SeuMGxIQPee)|!rK8pYk$G*xuHy#akntOjEe?yB4<9ADK`
z0ilG|Y5IJn2?1;;L!ZQptax1Ckbsry)pXXB8LS4`^~42ZI%WsRgjZPM4T(xkwDyXe
zU7~qh-=4XSG#D2}S;f(;Skuv}scM7vAzy;~7l>s340*@jPNUGC<N>12S}&MMq%^A3
z9HVgObSIO1q=u3fH7_4sww?5C+VExttKZ`>5Esx=?xKY~7cz-2Ji?CQ>M%LRu}-M$
zo=+W^N^^tef=S|<m}?|B3qv-?;0gbX1N{tO*WpHz*c`NQB3qw4BMY|A3jYrhZ?thj
z&)fE15*u&)ZzQUL(%=W$y8DztY4sTd*k+f+$N-iO=}uh5deNwY<hPL2h3ml~8Bl6I
zD9(G{>qZb2i4S}Lq#F~ZfH(92mmwt`uBIxt@-rSFJ-iPRn;I}##w#AjB&Jhz&A8Cx
z5mDc2ur%pCByba@+1J~9KxdmxmuBXK)hIAPF}ngNs_a$WtLh1<$a9!*a=pb}R{*1O
zpI@mTbhHn#rJLimt1)T<-e&I>qrmd*(h&6;*H_zpr0sVAyWI;qLFDYbsp9a_B+g4P
zEz0b-8X?nbAkSN1%(C6gtW&27*Ln`wo6r!2THsb?aq=7~KwlhIbZzxpQlY1kxDf3L
z>OSHH^44O|WEdW=N1r$AwOM@xR)fDeQBJDIpl~@$IGD5<Gr9WEEF&UA9*dcgP4<hq
zxNMlTZSF=Jk(vuD-(|z<?Hk_w3uN8ev(>{jjT4%V#-d!+!xK~n(BRsw)|(YtR}?xT
z$8sB(-`9rLE$LLrYg?ILW8w<ZyXFpO(uM{gAomk*cU;jrrmZ(3Rk0hKox(1oexjf!
z<5)0_KMbzp{GrV%rcHvEhXcXr$9zL6Hba5LT2D_RbBNL5&{v=qP-s70HCD!eKB1ZO
zvzDsZvGSeDUe+A!ZD-`8K3Hr2F5GeCvZ&Kj>KdDezh_S61fIn`UPRTq(OXABpeUv$
zp!5l2I{>y5jNq<>UfGQj6URI4Zeh~ABj}J+D35KTWn#C3Xm$9dpv!KfJ!;lfl>g4$
z&Su273`%{;!byGm@4$~!O2f1D@ugjM^&4e*v(1*~H+LL;?F=bQ3t}S>QmwqReAYXn
zZqnq-O2LoN1L`pKpm8!-S$x&zcKK|xG)N6=Xd<+o3j`uK|Mfw7H+T)p)OzVG*OFE-
zyQG1Bi0^RVM&fwF7b5qdEZKK?f3gaQi>axTe)X*SRpccVwt!}G9<Kqiptcw4EizD&
zUwH%5<x{y4EKqRl*XUTkRh2IH#XY+zD#6BVfqO$5Isuf%f#b{mZ@PuMJiUVnjhzc7
zJZXL67U<|$z}?s1K%>D^Qe6{9o;E~1A~I)gaM(c2Wx9l?>YUfhq!nxC)imK@^4(w~
z`Ig+F5ES@n%iwU&aFdZ#-h!^<XSOW1!L{LLJ?_pZV*zAMhArIS$dtG<4%J(@w*KB(
zw45qt)d%)E!0~@0f}oPx$R(w;Y42dDMq<wD1bbm$5cslr-sX122F#IrINnd8CR5PI
z-~&Zp@)-2Vo8-K;yL*MR&JQ$|kD+A<yUN3#N056v5Hm@mWT2lhx{q^N>r+0X-@0`3
z%V*ML*&Ow#s@_SGSM;|V$jM5diPPVgj2{ZKmH+t31dM+gcyg6e<8OXW26(kmhN=(W
z9<Kw4fWdluL}~6XB&+myKstH(zJf2?ZBEI#jY}a5y$5o@ZeHf`!XvcxO$7agKPj>@
zu-E37s8Js5+)V|t(@yc#!UvX69WbOySh^q)eNY5R5THjtdNxGIJ;(J$C^5q_{yU()
zvVe<-aCW{sKa{w3PKdY8g#C;h2h8ryf=wQ3py2ATzS>;j>Uz%8Ba)Z386nHc#gccE
z$+sg+g>2btsLw*xDJ15M@b|HELAtXQOHxwiaK|XJ$@zMYmaM-ywb`|js$vVoi$_<6
z7Ik~lZKj1i&?F24L_hGWb0(P?N>23LkYaE;$1Zq%Fw_9NAzG9V&Z#let-_%~;n>up
z;q9)``hNtLpi>{aIyzzwRR=H8z&!LNt2W@PO0fCnzB1`YnpGZO4Rn;=2A`I?KE#f_
zxAmIun$#Ukuxv<>$(-3g{9LDV-avkz$j@zwm}V<VPv7`=zc^FXQn8_3Su2+v3dB?*
z>c}X7jrBTo!*`<kCk$UtkM3AErF@5sR9=Ii-&?Ob6}WXot5oZ89=5b3Q0U`{pS4q|
zqf5*;sA4$OaR^ftXiVSW5A{kgT09lF!0W-RB&iK_ISIy}(p*8gs5+ue>f{A9$6WDG
z)i*$8&p4R`N5F-8uv`(HWd>Y!-EPySHbZEnaTn89)dV^Vq#hH+FvExOM+!|sDkfnE
zDIYmBrf5&WPUKzxr0oc#g<y;j{u@)F^Ej$tkHqyb`XZ4}kJb1tZqJ1#=I3S3^929X
z8EkgZ6Z{^0wC{)}+YguJRMgaP9|n>1I>k8{gTQv8R=#?FcUX6+s5OCW+wQH`!P!SP
zbIX%Qqw||l^2IDYlX;U|46!E>60&k;_0+f3!9Aw^Dm)~z!wa~=0ZkoQKH>k|G#7~}
z+6{BqS|1d{ViFbhzu`eT^(ZLbGjG+En3UK%j+42IbWj-hM>6Y2^ZW9!7^4Bf1e$gB
za!aqrzBOJU&GDjByG^IQ;oD_hAqJ~7KgSm%4r*2C_a+RhFLt=zOG^`4D?<A+b3|c6
z2GB)1QXdz}d<x*H#sQ^pTdoY)65&yF%y||%dC1mQW)gKSOLk)>`KVDL!fx!!jKVZH
zQRLv~YK1*|+<S{wE3tzsp)M9&ebD<w-{b22)@{aD+Oo#BFAK52<G3%P)Ehq$<x<tZ
z?mM3)qz9&>O`E7lRoI|EwWiZTeBl*LDH;=#s9!BOI$=o%5k_X6V=`E-d5G^1*uIVg
zK2q%-mM(R^zIwPs5Oyl8jf*$p)?q9BK6|Gjj&DrxqxFo^!3AWnB_u?T({MR`2zlv8
z%V3uHH7NaEIR1_l`E_}T_Yt(a4B7kG>OMTG!#=lrUHGLvGK1b+g47pZ2$(o7z13Hn
zpo+qWo)gm=T1+|f7?QDX^;yZq$JHF}acUZ|+%jiEtFpr)h+7@}d$xDpOSDJ6VB4PA
z6foF0LH-QL^RURfdM{bW>|81<IXcr1S8zL#zaOHSm1LEFY8fRdtIM9+X5bHourS4m
z5aSiazAqJ@ryM>Jmu7B(Z=L$`bj{_EOJ0!JxnsVnI-=$<6-pS;itb6eR;yDlVSJah
zH%zJ`r22JWKu?`^BI*&lUuOCDh)yjuvPzI{4UDP;;^v9G7W-9SXX!hcK-OU_xMyUV
z{!y|ZT4QX3MR*@krX6!f0KF=>XS?Iv<Aw%FB{hv7-SF2S03U5~l+P+>+*s2H^EM8U
zhII77Y78spLH_<o?Zc72NW|L>=B-yy251U&*w>(n;;EOs>Hq+H&>?%01c)6>hs^~W
z7kIzE==`x}X%p_T)%pbRq22(|nQ3pv#Vv`J+CAS)I?og@uA@q%<8~G0?gw%bgg{Gy
z9}}~#>1d)-qig{7)B$OFDM2lO(<PAFv|(jr^HaDFM*%Lmq&n2YT!zS;HcRTRPaiUM
z-ZRM6io{UB9G0AAUVB$~Ztxy5u4EPR{bxt7dyW7Es(<EnfVP(0spX?a==@#0_Qr6K
zF155~0l9y*!MNn(6RmmA^D@WA!*zmE&Y-|Dnc~DAvQsM_u9!1F{B`m~hTJsk)eHiV
z=$rYZG{7fZq^Ugyq3&Pn?jd7Zy7ia#H$3K-fGts=H)~G2@*I1Df9X-moPoA`3`m36
z`0XOg!%4_ETxhObXlc;vgNaAck{@wpRho_yOblB)eO^Q3prfh}(=X1$@MH{Gf(U|!
z%I+-C^b!<Tt<0(#v4dwpY*z>{=ifc|yiaSGzSD?Ux9c_riG#%TzmluHBv6?zcyiz{
zbG!bS@M&Wvf(_*Bx=LNMCib{C?X6ai3)lZU@C&{ouD&`g`$q=id==N)ADXfRhyqbM
zwzjzN$ZNsXdc3&n4p#;s8w_)>;+YUZSNNy@4rDJ?P)w@UegmuEPt*EJ8JOW3?pX^o
zf!An4=Tp5+vTkV~r)>*rAx*VSChxG|5yG~_3p-q;6@7iTS9=pAL3XLjQP!+_Y@#qV
z5})ty|M6zr`Zns&i|;GHwkJBzRQilu$Y}Pj7whuq*&)34PeVcWX!SKO>oY~-pTDfn
z&v`TWRXZK~xI%iexoG$$`Uqr5ioBCt^veGac6!m@#1*BY5jjhLeOz0XY=S;Ht0}z(
z<|t(HRSJqOH)itpX7yH4!Mbh0Rr6290!SsYv`36dlS-CJKD~-9hD_odF5U&y79aWZ
zoUoNe{~j5$y{&6%fui~rzBVTp0Nc5*cA0s8wJX!`{l@o&Ei;-?V5LS$(U4}|9Tra5
z>+ZV_x#9g9fY4JeKWgxs^bJpeRK;-h;(YZOt+pvaTfm2yUWOMbn1Fl<Bh#!KBSEqV
zL4F8j0bgG<NYhgdA|mm$%j#<b``4gvfyp1IO2iDTOb0X&)#E<|BTdn>P%0QVDR&~T
z_q5(AfZ!R|KjM!Slk{Ll9M$;}N3FXRg+(hEMBE%>%@Z7%RPfa81lCGP#Aup?nJ2)6
z7PCN&$=neaOP|A#KxPI~^3u&a1;$(au<P7I{I)$`_GCb{;D~@1urypB*-x&j<x1Fz
z^%3OSK=+Fcl|`7o`xs{Uen8WHHvU^h006hRg)RLq&|+7Aj*X;>_}-h_8$DRdgcvb_
zI>Yv|mHS)Wkf+RJ-7Dg!!eY3Io!aEeOlSZ$(v2RiZxVPkBBndc`xz_~;8&1*8a07B
z8;niW?ftqPrqYDtAbv(ix?g@2&=BL`k>^#HXi|tiLw>x(G?Jx2$n1-(M;6(sIV(d;
zRh@azOyBo13~)aqoTTM4w`9H3JI?9td2%B&WYsZ&<0@yL<a9p-lzwo_FH?7$YCdLa
zI(j|~;P;^NJmG6PFC&!xJ76;aHkPWui!3B&2c%g1@32_ZbOfGJ4gkm8YodUn>FhF(
z3q6s1h-YcBSK3=gWXiXJA1ZPz=@NX#(KRG=>zmno<SK=}B?G*gK<6NWL-bh3ZJEP0
zhY4g|^kW48ys<bBFd*4n#9J(N%??3FaudP(+9vxxyZc1YnZNAvC~3=(1W0WDoUMw}
z<fY*ZOKwC*N@B0ZV|g}koNyLdPPs*IKF>CrnP%Mmn6)=3_7Rr&XXZs#Q+^Rq4c?aS
zmw<YLgk%8BLZ@u0?3*Lrvr<*5VaPRSQ~Mt^6=AP|cZC2t+&L4|swmbNd(yA!2|ve^
z1v-lQ;HS2`X>Q>u19!x%+173S3A@VRWI#d{7lUq&ldEDZNguJ-AiXR-R}MmNKU%IT
zV-j^1p#RYTa~BiMvs&OF@i!JM1RSoSsd|sG$2J^3fw5BpdK$MY&MfITl=6ke(!wiz
z<5Kno20uLbBv1;%AS)iJ(EW%sFc$*M!INlj&qGCEkVs@Rub#57b+N!$=fzre;pHjr
zxg)dD8XOwlbiy!+PN!Y+x<m0~*RnhHuiheVeW|fQ-(0PavLUrJeE<zO5TSfo5Nao@
zD5>rq=B;x+o~x^U0}ncV$rEQC&UT($`JLj>Ex9e$KivV6%dk~H8`XmsZpma0VLG`a
z4&pBnM@RJ4j{KZeilD*th^lx0x0FpXqEL459)L>*S<VN}geI|BVGBf$&V2&Hs3hr9
zfKD=F@EG#4IW{6yl$Yi1^U|eY;M`YgE(A<LF$BkrK49Qdl6xj9s7oG!bET#?s<CH%
z*CK<T!boyKckTWPeUyiWj+f3)wA=vBKv2bH)W3u&5BU<>AaY#!cVK2I`SQNX%~{#Y
zlr~_1vP{?0`)y4ofZsvE*AqTk*-bMIw3rObP06M`pY_Cct`vr|<S2VuT5&0T>Jv_W
z`vz`z9vBU5{pAdkery+KG{db4tLlb;a``h+fCjzEN4+*KR&blDEN^ZwhxZW@jIHtf
zsw|!|qr!o79-7K0bLjSU@IcFUgG?$o*kf~WmNgXVO`zuu#Qc`T!B%~BISVk}+QJ4c
zM?+6K>~k=e%w=syz>`KSY3i%A#^@RC>YDnnYhXh|+|+%fu0A_lJ(U@@nx0TFB|~6*
zCUr9x3vc(Pi)Bgm&o<W)TKAHv)rc)Vp0Us5M+{GoczK!6nJv0){dl^$_Jbp3EZXyq
z)}^hsJ=H60GXfo)N0;tn<Hyic>LBZx|G9G=Q7S5BGL8K^sbK+}nJ)~m=BBiBCXczb
z&0N8Y+b=||U77gIL}$nr=hwfi*RhBsbA@e&;ewG0Gl0kFZ&2t+=hI>r`K4HbJ%GUZ
z9RCowWx99(mn8;J4am%vErH)I_w7OR>60@U^<&~`q<ucW)A82pFd(oG1Ei~C2bVnK
z!&&)5@7diLmc}RpUV#?$dVs24l<)3qstp_&!6y>O?ITjVVQSI~AdQ8Zr?`CEVPUVh
zQ>$D8BReK82w8xs$(YV0`FW)+z50?8L~6Vd6AGpX{m4+BlmJ3~-h<%0ko0RB!@+d|
z9qrNK*Q*8fdv}3q?Un1eLoO3@C~(%hmQ4IQD`ND~5G66=lmVvSx-57(OGzv_r06d%
z*Pka%#{YvJA*$KRP}YpD*q1TvYmc04997AX1yhqB>!fzM_i8?*N#r{X*#>J>;555{
z5)r4l5SXeHq(&p<yt(Ajyl2zyM!m|=B*{hcy>cZAh$~V`<M{BMUfaTv=)9hgmb!9-
z-Zr8ETGOjBt1|Z;)&j(Wah9Bau4vtj`D&Z)BVr;;^#7+~gVHV>N0?D*JA>mktbXdZ
z!i=RQcy!@jFc^&dk9ZS7#LiAN{G7Mpm(sg+g>I5s!pc1a5WS#uQuh%xD<fEll!owP
z_z@$G0Y`IZH2LbdzBEdD0?rM3LjW5)Xc9v_xBraz>7DGE0V70yhq{w<#J2^^PGE-u
zIH=!3lFJYzIN|QV_ibp)))XlV%szS#d%Z~0Gbsy)79zlpS}_|9HaixvF|@0MWB9s%
zKz=y;se#r|U(-k6bKyN1J(}4UYh95Y!pL)R`22o+y7dvRd4K+kgJY56>xNMSHBD#T
z{|=ZD)<S)&N4XFfp}P#~6)=?R&x(x9xI7+E$^bvBzm7EDS)yg=aUtYybENr5z*HET
zKA5?^&6zQ#MEDdkPp<ZD8EslZQe`?W7-RvWRw2zPd4(BMrBAZ_0A_SVW*nX<S0(bD
zF#a`GDqq^E<bRv4^AlP+Rz)%5?YOPcZmT~$(R)svm2)}+vmc`tLKZ+b8ZZvBW{69J
z&>85I0$5G^LIg$bXL45nZnjy=8+yUOmMIPnj1*#HqGH(J-__q}rv^PSVbP5eAPb56
z@&kixLOyECiNRdJW42={3&6<|SZ$|fSqLx5xG_jH#|y71Z-Z(v3tT}KC=P6G>=ffm
z;e-#QEOL)o;Q-(pVUjXPk1kQy$z0c!p*1nsUttzjCDE;|1O(|}geFCh(V<Ot2y=0(
zx4@Wh?K5n8h53VQ9vF9k#ai5_UUG>j|Mqb>Ym`ps66?X?<`@RCeCQJr>ig5Geyqld
z9;l5lWB@?GW&b!Eyyy2O74M3;+g#It>Hdw<WBP2}SJtU^u<1JbG%e@X<Q5~22visP
zeYEpzXYzKbTZA_MS7QM0U?d4*<Cavc1uc%KC_4m0q2+d_W4Sn%GWKzOQDK+8QP!ra
z0@2b8Aqyh_(9}Tka8q?(OiyBA7S$~XKA4@vfwfCws$N!dJ(UK-{~c)j7gWoqc2q}?
z=^^W;IwK%O8|@%dcpkQcxM}_~OXuUGh9N)M3ha_9TyR9`8!J3F6>^ihnianPQb_18
zlm5@EwNh1BOY1Zy%P0C8*i15=ZN42=(5xHZQPhuTRJZTTfht~>9mM4`8gOJH+cRUP
zrog!4^|FSzp5%kvmd2Jel^-0DYl_3fKT)R`t3%hD@ez8K=$r<QbPp^Gl<n~>r@S!k
zL$Hz4i3}dtQg5%gpSVw_sv-*WDc?;FvMo}A$^~WG;BhxHco8q;_GLr?%P?=O-_l-X
zQrJn&r3vp|ax*;FU3wKTE&m;W@~;-Fss6o(0^wwU!0-T!V!OckfX9lc{ge}$rS6mm
zZkmJOb{#oF8uW#meAn+3z(6eC0fW8_*85c#Bd$J(ngAyoGwzm`oy?{%%c_8Q5asBi
zz^hK+kySrDTCw`B8NdBqA+2H^3^svwO1hiayR?n>`_Mn6m=%LAitz*pXR)}xdYkXZ
z434`|O?b5bj&jxpgPr<nIpeJ!Qh5?cp*bj{1#`8hq&V!8`|cN}b{$^l`-~Cym609n
z`{md5KOQD()XTI)MUr<EF911&)yxSv^y|H{uXqg(D4KV%Rex6e;EODO0ag&pai%U3
zV27vwDDM*O6E7tG8IeKZKTOU&fcsK=ro14c@mmNIU{7NKXhVz~$mkxR;`d;?yTRaD
z-dDOSslxN$)SGwv+J<#INC6uiKp167R!-TLPVF(znhYcI`R@V%p5awdZvI`bV`$%0
zQ{O;v;2yuSj01(=pRmh-p8_wCuA!>hham3`mqw1|Qyiwjskic$zy?=4Q1-fw#sZUr
zMQug`%($IWIwdSf2e5%5>__q*v%){4QQjJrUTWi0hVP-gx&(dFRYAjDxW~N(g6AGB
z&s~xgQ#9^^A$yxh0}++S&6mz*=~*J9nkvd`ue`1pRAZj3se*xj@M~gSaM1OG^DE8G
z%qya&fa%9WdYT}Z7#*%Yu|G(3x6!gvFfatKCE)~)MhI;ND0OQCPP);b27+L_LRtP!
z_2Y2dK_c(wPjIWY)O5chlK1}S6lTl*`~PlgmGc*URsWANFV{`Yp&DhqG*N-GHV0``
zP5n8O-^=2@Son9g36?ld5IBsg-8{|HPr0nphMN4F2?g`Rwnhi;dwNwVOa!5ci=b#u
zR8BL_kZ6g02V?E-C>PsBLx13FZG6rc5N>St><RH6qlx^oih_^UIRO!AKZIZ0@v7a-
zB{1;K=TJs{^H+SUrc}y*)Wg)Z%S}%wE^y`J_2z+}?MtQPs#HK^a^Lc~@scfD_4iNP
zkSN3Vf5)0Ll*R6h{MDUKtAEq}_QCXwt?Hv9dC6W7G^vsOZQ!rg`r%@QtM0!L>xW58
zc{jTj9!d7)-E2)vV_@vUUS-2GMlVyk2<)VLv~I)B9pz5R+%4HMgq7YfR+YN2<&C%Q
zweEwqrEj0Jd4tza?oX{5II9i+0gWe}UZ6ZVC^}a9{F6>v!;<vn{EFbxX=Iiu+gAJ)
zGt)77{ee-$tMHx5@O;%^%}d)xfxura=dmVw3wt;}#I|pl+-<xN0_QTQW0^04br(PF
z;Dix(TvxQX^Akv3q_c;1SI}3K^k2}YE`9sWSes~?5o|{cL2dRo6YUD@5bE)<cX9oD
zVEnUQD-dO20IsuhC<@Z3c$?CRf$rI@`wTHUJ%OCxUHnjjaX{gAaje2%jdc?ic*cU6
z`hk$4*W{#e(r`ig=*-|6V8SAH0c8Q0KpjI<=DIs`kaK<r1cJkRva66Ks6%uXHW|ZO
zR51HSSpda@1CZt_pDB|**$?@^aF;kD1GprT{d+MjkEOyx)YZg}fQ^aIY#u0A9aV%1
z)!UnM`02pIZ93wD0NdXC#u5bi^`~+3u!y9`CKqJEin|1Ye=KRgq{3Fe!)=+WxfDMl
zrW-_t4D@y#zFQIkZ6!EFl$)YUG=CG&$uv1>2kI|TW*LnKu^pD<slrUz#9^-Txmv5H
z;ZiBqHSiWWpTRD0aiJp0PS-30*aI)~l}7()ff0H@Q;2SrKcqLJYDnbI$p*bLx;hQp
zPjjQYBxu61wYi}w$wf<+6V0q7&=<vYDC~7jy@^gRH?w>SqzQPPH5H(i@1z+D%2H^S
zM$r4IwqTBQV&gYZfs^>oMrwtHMIav0(t!*C7*b>x5{y5*b&>YV+p10dRIN&rgA5>2
zlICA63;da*V`0wg_P~Z2pHx-gCRg?wlq*)CXV*-9wJ59UrNq}ny$(THT%eAzXMLXQ
z_goj};mF%BlB^4R+-3dQso?U1Gq4#w0Zm5==h5XAa3)e}s4QRt^1Wn6u7k2A1H<DG
zU5B;RVaF@4%MF@?Ez4k@PwBK4xjN`A?y3LZ0X0ZJ<NC`4nC{n0>wn_E$|nf^JCJry
z>!>ZL7hccC84E&uKo2?3ZKOBH_N!h7Kc!A=#*l*r(!0dGyRpNF^6b`p9_z|<r*7n)
z350(D1!QQfsTXVT5FY_O6&Q!!HryB7fcms>Wtu#>BF2ONygw71j+|Hst^r&>Nfwx^
z@;_Cptui1T7}+4ThFgFr1lH04xVxUDOmlgL43Dv(Ab{S41^~Xm<n0V%?6TbOhU}R1
zX9?o;yMiY0uon2I;4l(<fdvE}lFILTR^s^Ri@qQC&+2sKc?d=Yimko<wK#3hHg93t
z$;2SPoBU%-q^zXA$5L%aIh91Jn*d`ndD{tqRZ?p29RHXi;^MSFeOhA*63kr5r$eDv
z>|G+F?taAXeI1+^*mITyW%2P7s9)=}r_Rk_Dh*k<A9xMsvPea?1>kJ&%?uthN;l_H
zx=RTkq+WA(9Aow4?F3{a&={`*TlsI95*_c%QIc7i$b*<=R(Rs5rgPNm`Jo=th|1ue
zHW#{qK0Rdj{ZEE`z=x>Si(oT#26<C(;Sgc%G!eQbzn%SY|5B39umCK4__DmQPfj8W
zodH4bm(EF6?5Nkw#%~YDYA%2Hv@wP82g@KOIn5&kCznM)dV}6ESZ4EYg_WBybt@?w
zUTTdUB)$_;P*(kq)W?)3OSV!sgh>Jb@O0bXOL<_lr*>c$jz}(m1I^AHC3csYm536a
zC@JN!De~kj7-#9`&8|}vH9*O+Q#U6+2c?_@&{kRvSROQm4C>TAu!8$PF93!J#{p?j
z)$d-{>m+mwnd&{{DiEu<n<In8{su%vS4$G*$)hdaejj(gXIz^UHR+#ulNuAFseDBC
zU-_XxBl9fxoc|eO-?gjVf}|6^5GQOK*ZrVa<H2}wrC{addw8_tLgvghY4~U8`eL!T
z=$g6F08g#Zu_HoyGN9Dz5&1hQO_<LuIsZ1y%F3KXxKYCuCW3*!WMcp(ufA)SB)_;n
zdO5tiAQ*6T`-!B75_-+9_cK(0oTj)qL$3pTkD{b3fQ8{A&6)E{cT7C-dNUZQE(79~
zvna2^qVH%_XNv}xyNJKIE_!{Vv^R$6Eiq}E4OZNr|8t1`W2=52Ey(i-!m(f~>kkFO
zRe4T@_JeKdatj+@WyK!rL#MF;B~E|0Lux@c6?sADI|P#zvQ#Q0qnrgGksn6rD{{eA
ze>4m_Y63btHI^0K_tHK3rB3hGRCQAVD~nD~&}}};lFGLr&jxrN-k4KJdR}0Am3~~c
zh=&QkSe)Nc6nGqM%D@P|KU_YnXyM&A<F0ULP)(h-e=0s)KKK4CTeqAWnDKhpB9ab7
zQ+}2Hns;=#nRfgJi$`&Xwf6^<*E#5<zkkE;E4D#dSgGt-@Aqw-bWAamq_vUH(=o^X
z2xe#b+dVwp<DUI>#u3VpEzo@w=OGL%(oc+;a{hg3MTr~#9cU*@lRZwiJt1?+pzv^7
zsrn__5;OMNHpqyc1!j19)iL#2_zYLaTXAvvN+anWCVBQ~t(N^^@(X1i_ox@0`m2UK
z!d@&eC1ogr$_hVPS2Fp2Rh5~Z{fx18C-3CgL8YsCZHpR`QhF%_zT)8g?tFr>QW@R(
zx2(hmd9Vli{zg1$&WTC_P5UX;AnL}*{rbwSd15&6iA<S8KTUVmHE9QS&}q`%ptb4u
zCLEgwxXi8sFt0FGALg4gO(G)TEFB1FIw?$pGcWLEag1VW&SHAmhdQy*l&eltpV=~i
zMY4lcQ5BMgKh)#QQ{6}2$<6a{k|31Q;to}L#xTcVIC1hG|LHuVDTRm<@PRlLQr>09
z{k6CdN-Vf%u<%%+Q-QZ#iWh!{Gp~O-)kAO?Bn?S3IwF&<jmK80deqd8$OyU;R_D14
z2|#_{-`2|Q%f772xPT8)@$>Tq=XMstB2)G5AA9n3zf7CRzKBJGr4BZ)WE1AUC>t~J
zjN;(x3N!CEP$@%$ts?JhUsCnkxmbJMTVvp}fC4zsanw(^2WS@bcN0K?ZcJkiXAzfI
z@~tWqr&sk2wK7W_j1UnZrJDE|>;=H{_N1>gVep!PwrOKi16QaV&w30XZ|H<oMdodr
zR?ESf-d_cJD=X65!C)zYwccdBVjTlxXQarJvZyluDgZ_j^L^}+f`7XDTJ}@HN;g`|
z0i>%#QviM``&C86b*b<{Agfv1h9bkux;bfQ@TnYw4oInJXH=R{JSgvexC7YHJ2s)u
zHXfp9baR<@h6yiNP3`T?`AeitK0E>?^aXTUfut%qs$WOv>7)Qw*>Pw%mInO>Yzox{
zmPEzD0Sg*!(0g}#0%8`xp<wpSZ9_CQ&*9<HYQ1h@qQ!IB8ywjvHbBL+UsNY)X2)F5
z%cd;|eq)7ihe7TG*L&LP;LNe&Kky)T1}}HVc-o8$24h@attBI?_)f3-;W8QN6KkpL
zGo&WM`gKXuV69~3Q#;BAZj+;wi1NL25gZwedad!-_712ff4ZCci2+sz;Mg)B{Thv9
zee{Ln*Yua9*U<q#fq9xm2+AVqQMwU#vwd6aHnjF~Q~3o0u(*bFf6ngyk}+vQPk@mB
z7i!XNI`~=T1b*uJD5U#I#IJ8~|Hs~!$3wmS|5sPJX;IqkMI_8%W^7?9!dOydC)u)_
zY{@#UBq4+lQ`X8-mPocrwk#8}Z<Q@sCVPyTey^eKN4NX9-~0L8e}9kr=#Dw_o;l}r
z&g(p1>v<g>DoK>)DP%Tu=E=L%oWQEKFV*0Dr5{Ld!N@kHwogXG`ov6r99Q1TL&G9&
z_<jK&fEk;E&ScNW@kWMu+R&XDhb?i{XbzQydI2G;pvDi_AtGEsP+rK!t3;Shqony0
z&EXz6SE6X34lmqQJ~I34`IXVPl{sd({SFxOov+$4##@te3pHjJt9nufD1y7^M0$;S
zX*3_2iZ{)2*JfWW7nK|eVZk-LY}0e^fI<G~L0x$rUJ~KyaDLbk_AikBP+AM|?H68^
zenQ+iHzpy*(bwHH6r7p%?4d$sGoDuiRi)A6Lqb75iioawY!+ukN^y3j5Bo5hPzj}A
z=iS`gnCwIJ3VOnDJfry#QH{8{_uPZBGT*Z!*Zb#3!S0k2Oi6pjV%L#=ZXROP*vrxt
zOz(9Y&<}eIeH49`j^2QH)zxWZW$mVnKAYsF4lPcn8$8?NySqUM&-&5hJt5C$y0F(!
z+cGAew<ws+1ffJ&7y?O{ekPMq;{8|052fK_Z`C4Ul@XJmWOk%+56j3u+@DSGRfZgS
zsJusi5cy$bJ$ZoE5Z7qk0C60!^FNQ+)(^z_<-5#UCrx5oKtt0vvgLMKU^+r@;&pjh
zqC^QNXA~0;u*KXKun&bomgCIxHgsKh_U=7g%I9qLU3X?5Z-$i5K{#P7fH)B@WN1XP
zdgS||7YyF`P`K(*G)%e<udVLbf^I(JH;9HE8|L#BvcO!8ZlH^!LsDKXq~Qj7<sJAJ
zvx4C!?)pldaxdao9m{0T`u7(cxoCzR*gM3z?z1k(*rK9t*{ZU~MBGFv6DNDEBB$Ao
z-EJE5jEY{H(VQ!>evUhCv2-y&-wSa94Cx?&nK;hb9;v<ycrJ*_&+#S_Z_5%z3qG>d
zv1wlDFUj&BTMwrBdunHMRVT3N`Ra$ZSvZcQNWjXhV9?k0K;|N9ben#Y8<I!!vYj2+
zfFoFn^qSNn_n4k6yN3qztm#|ovao%9RwQtjzuiu4s%<K38gU-YEzI+ig*ln}%*tSG
z@@b*cKcg?V*?|CaK2*dEg+jv>s|H4A0!GP;^Wxx+0YkX;6qmrZIg)*oH(~$f%4~H|
z#|NNNQTn42^DsSKp0{X1V75#lcPPM9*!@#dk4z0^#Yi8G(;M&*qtVS8I`uNomhj3U
zRUJ<FyT+YZC={ss=mpw`uC&ha2R_EpE_My26V1}e2bHic>Ci4K$bYI`6Y3T&y*Vfa
z$0X_<rwl<4Qxf{E{cd-C9<f*DT9w17T7C;1|0A-`F`MbaX+OUv_l4>7`<gF?yFzFz
zs$BC68gOLm!|966ffo3W>Vj4z*NFW5L8<0#m9)JVhE(#hpH1>Bg<I|%#GKNAjJ?3q
zdwtAimHP<Ya8?fD#Km1}kycdCyOIS{@k$BS;aw!!<2kos-3RGTje$y!`2C5NMQmHg
zv6ty4mFH^?k)-kSto&Cnf>uG}uy&9^02@c&=;=seHafb+WLR_G{1*NNCHgrfnc<_y
zD&WQ?wz6~b+g&R6sl%}-2m;PT=(9eE^DA~>7pEC`M}i8m<fBV*jq|_e`hfElc6vKb
z+&fH(`sUzjv&l*IwX|lgh0^y|Xr8jiG%gIM%&RNo#~%xu2ahwtY#*uygW{l^`CGKQ
z`DlY;0B0R>esk7qgz3Taf+L=tJs!?-)k(nga+bT@-Z&<jYpHyhgiEt{K0n-iAG<j1
zU#l{lI)0aZu^c;{w%+`*a#M{)febTrBpW4qe30ff^USNXSD*TN>Y!|hK)!4(VRZMn
zSr`sulGTOn3aJJsr)=thUBX1|CzmC8i1qZtGt4J7z55?|r%Jf^hM&f{%T+>L5H72|
z1Rhei08=;2?J$CMr@RMtF((u|>v>dQSU2jt!|a|u3URW5tM=Z8s3@8XPG*WWh8;@g
zB;9VhTVO?twj0#&nY96dVMEIVLs0mQr&jl{ZrG8bG8cR))xs?ZqThaXb*g$wH#Ef5
zLsKcPT1jTLSY{goH!uTzd}Mk{DWNamw2Q9h{bN453Re`KO`+|EVtUE*+mg3`UL7BG
z%czF`4rP{~q^m*{Kx(S93^EpnjVm|R!i7H>DVb*Pt?igox@y=UWxZ@u8CVCPYe31H
zpyK;cOd154^LfOQNt*i<)?F!Qkl9)<kJivIBf$SIcgRm^es37I=M+l-rV!N5BqtIB
z3I|(&S0nz4a`br{uw(rgs2y_iNugkRAvIO2+>8(Qk>b%_?yzvTWbLB^FLBfjG`~?|
zaG{OSt=bboH}fHXJGPO{6%Mzxuh!7^8nJsYq?%?28Nf27Gj2hF_Ngu|G7UIhFSy6^
z7?j7OMmNa42~X|dkn`ZpP)3|K)L>GQVZDj+;F^4;(fxMqbw>*?eXemrt8|1~-Z&et
zLU1dI3a<RACh(HIi4IhViqTHcSG;AL!y5of<UDWM?ab>pva%cq?wH5X)Yq^HIGpN?
zMz4s>Jtrhr^UZV6l>6z(Efup3JndHl_#WNr!h*k-zZx8IqMi|>d~uD+@Iw$CBuv)l
zh!672kA<lYh0le|@q}F*lxE1eGODR0JCzg;dkj4<P<-6t#)3>!*`R^PCkVL>>LAut
zxA9$QKp>L{bAk{(SZ!*$b|5{x*SKy_12!LaAP(}?Hx?7m5VG5PJz60Dx-mg>Xia?8
z-pG&RIP8Uprw7`Y6Zv8e$x2XSn}(JmaSGk9m@1ha9ujO$SF_qrHhrZ>UojTv!|n5$
z9QqWfV42oP2L#7T7G#t(xv__j#+pMRx^O6Ha{t_e`fNKp)!&Q0@=Us?lDHP9GHnWD
z?sC+0_jVKRb*Rk_&-JTxggxW9c7+<E3U(RZsJd(Oaca-xg+>tg4NWvXI9X$Vi}RAz
z#+_R{B8i{7<&^u=&yMR4Eu>MiA!|2eu93hM1y=8ftupiBC%C<h=2QJp3k3(h33%>E
z+2_Zzl#qQAlQ5?E@rb9qj7Jh|vaLgv!>dBrQl`VO;LAPbF7#p15IkxH^b9aibf#0)
zjW*|$oqsEDg?DG)9NR=Sh5|nu30t}nNgRo^g^zR)hw1z@>;1wlX4BO#ZAKm;CEZwh
z-U+HE<5A_U3Za1+LrAJn-DiMZkf+Yml|1uZF4l?8FZp8*^xzup2n$xnsvip4@2rok
z<0bFkwL@|$5{cv|bSIXQ!StY_9wC&wnjDI-9#*sJiVaOxUGeKnJU3d@=0AaymGaik
zk|sxpj|Kah(}P5|y65Zqedl?JG|&BTG#nQBZJs)_cHn4KLv0uwi@fxi*I`U5FtVlE
z3Q3&pkLi{hngd~)Gbq?Q!h)ZagWB%>(rbuCw)$<>3mK0?W#&Y>2&4<Wwf7EsC7nM{
zN>=3!?=Hi{_*C;evfgT<H^Dq!6aw`pU@y9X;0!qeH#}gF-JeCfl86M-W!r-#TCz8M
z`5X9~%)+bQX$}GNfpyU%U4gs<IU`fW+q9oQDGin!a-EVJg3yO+UDvila5inKjUO)H
zA%CTtS2|)rH{*C~Da<=R=kSK7B*mK%YMA>n?r!wCEOgpixg_s~>^RMe7MOnbw>F+w
z|337T>Odt=u~q<yRT)VWCE3UJ6X!rJ5|(Juyp)g>%!v=#R_IHv2c8~Ewwlq87_BF0
ze(iM)9K;=(clFUR9j)iY2hF*Q&D&tf2V2$<S{J4Kr9wO=u4rrYf!eMInu*Dm5B1LE
ziPV!Gi`R!dM;BrgRg&voe+^8pjh!pz_Y+qef?8T;BXi-@u<|)j)p1a3%wfh+D_Z&S
z!_#)s5k;ZhpbR<&pVm4>Vk`QRJ~uZ}DFfg+d^cjuOT#K_Kru>cgq8oIutP%dg|V%?
zpoG9im!5LkU76Lsai0*@KhI=-%i$^9qO)SeNwr3F$ceYE8q>02N;wqR%k>3<94C@)
zEM!I$FBS)b6rCoKs|{W$GVv!|@KRE>#=1{+wrHQVPcZ!&-#!@MOM;^g^W1bzB14S%
z#9Qy{_K9&k)S)?vh7+5i4h+6D|B{?nB>}Dzc&9ZNbWl#K=*vue4HD@Krm@vA4Of8@
zb7E^s9D?_9c@GC@VyOvT6`9FFHP()KO4#^tFv6$n1D)@@DahJf+}}CxtdTP`FGB)n
zlU6sf-T5||EY~D-?uZ-=l4Cpd{m_84LP10Camb}r&x^r=h7*Z5Mn%*sA0NU>MA;Lc
z#q|=pf>rwB4#k~&SK#8{V~WSKM@k5=L*}p#alb*bnf7t>BiO8zr<43m8JP}E)Ej*n
zy6vBAA5QIY7q8xU+A<w(?U?_t-<}6y=b%&P&^x;P<qM4$#rZUt>rDGK%t9b3fhTq-
z5mI}Ox{HjC`_^U?k_$WGIJdJ8RIc)_G+INORJGIVk6#~7BFw~Mn;VYbLM1&ZYKkXS
zQG{~=QpXAD2}#BA6+)?2v#RT!#WQ%>5$1;$ckB?jjeDs6P~Fn$d?ZS}bezy6EztCv
z`HR-sC!O<72_D2s_5fX-Q~^QFp@6+jj~8olbN$$^!Yq989nZRE7ki*<V7gmSzuC7z
zX6q~BOXm2QrqOvdpJ?KyyySZ%Ue=7nq*xGyUqJrKx5seVhssp<_=F}9(jM&JJ{HzE
zL`9y&l@JR0u?x>P?KAI`=eYLnmfmMMSNznx3l%Plo!4m))GV(f)luf!vm{!C+u9We
zed6kZNDD?&MGe%~!P2>ArnO(>-3Hp~X@(_W)Tp$tGV1h6F?1z<rMV}(7B|ZCYs8oG
z6c;f==o9K~30buJKcYsmwGBO`sKIr-!5Tf92MWYIs_~^(k>tZHM`tA@PAf&zLKu64
zB|uneKH3s}{~_P)c%#{@ItLGks`l1qM95oYD$-2a2^VJKs-6by_0o8%WX?wSBojb&
zjl4a7bQWR9oGhDeGrL`#=&alWo@BFR7g;X2qtm>UiVB0QGsmYq?!hnZ-_JKHQOMaj
zyF{}*s5fVwDrRG636Ms5aS%1y>#d0orIBFy4;Vx?Umq;G+|kn`IX53(x==M@$#y5t
zmGgYeEE{JtXD?VvrTXA0G~fL4{k8u2Zeh9$9X!<=ws}Wt8qYgYAc_eZStdGtT}7;T
z?54W`{cw|gFI0WAG}n2Y)3Evz=iX9fT{G`VsCfKb<)wC4&0ANG58#3J2`L@NaX3ir
zE@xxyUL4*YuS8u8%SuYO?*_|_ng4FKG6k*`fU0wzI!&R0ivHK}eeINatoxie6q&CG
z%gUV*gbSO7Pj**M!UL5Dy52TBdPjw!L%fL)9rkEJ2QO5ty>>M!gcpv2K*$%izVm(u
z)b3c%h??ZbQKc4Mavp*)VOeLn{8Qkfh2Gz2W4!=rDG|B-5TY@8>9C6~YL{hX`f#MP
zr>%x>Bd&yN38y%AtQtWMLP}9z2-S>!bklvqt#fd7LX-r}a+=G&m)09K&}zx$y1C(l
zx_FB+Pxu^Rs!^rF_Y0?E6m~*lYD|W_KsMBzJ3NDX%;SH2iZ(b6aub3Ra5KCITb*3i
zBabci%1ujU&IB#aA8DJ}AnE%uW!{l~N;uxF_L0l(yT<)ZUA>iq-V>=y)wSKSQ)?OZ
zBE5vYA*dSymAGK^pMMWH-Kl-KLx0<l$2M~Hkz5?-ATIt;DFu8Saff-H<h1a|)KtZz
z3-Z6MO1*loefPQK#BQI+O3Pd?8bR#Zy-o~9c$;<(4zc*m(Y}uoW*`ga2G(Wj=CmL(
z9To%oaf!6whad#CDsW5PIyf+_H<|~#GWtk1PeGHLp^f)^A1)o752}P79l5tkhr{)H
z+wGg}O=Brx_LDu*viJ6!OWIO1Yb;0rUIZpK=Bx$9gD=fN$f;NFIfw%W;s}e1>>V~%
zhk?X)C=nRhDh@J5s9z;sO9g-X!_1iY`plvrK`JObHA~qu_fJmk`SMj&zX98nIo;|7
zH}3s5AE9krTd(n2yxL`Z=u27#oRz`pz2Y`)yMR6JMVQv(gqmOk6d~FeWs&Pd6aF$c
z4wF%XeGjInLE~9<_L3{_t9y*6=BrD|l~6(L;G03$2I9xZjPs&6b|>;P(A?avVwkRf
zfLl3x#yZDv(&|%-6Qh$O*+rS=$N2{H-%GIw$b`%gEBQeqRM@f4@+<yBN*ubxyrU2n
zYO>eILFd8n$wPre#tuV+>On#!ge>5y*JN|1l%{)@pJ*((MR;sgJ3T^wqp5%?^iz}^
z=jD24@CfA+7~CqJo_!QrJ$#zw@*oX2-p~UU;Rp`|n04HxK5XC&rCyIbpUpofw-`~8
z;8rFdn3r>TaBhx^*BbP2U~gg0Lc!gyrxo%P@}Y(zBRFX@6&$w3`t3ntkUi4!TwgpQ
znwecI_>=TIWuHEdf`iR8rZ<@>4U%4W+&>#G)=d()q7B71f2`-?Ywe%sb*1xgoY{-1
zg8NfXFDzbl59JyPlWq^))+~e|yj`s3n!8Svfg{-gWpysIR7XjgLJn*=h?6`&b4<Qb
z_<oSE1;qI%RxmI@*86HxvZ_>m&0r{_-#e*9H>b4}iz<(7y6US-WVMGcx_&;yC~7=&
zU@SGbMV;&f5c;`2^!}!y4m?l10_cm<<(FCrc;n}l4BMXL>2+{TatFn(Z9W<US6cbL
zirq$;RJ`paXP$|Xa+MB*It2Cc#@)ebRxYfBnxue%VxzcPI9Vq=BUt!*Qn31xTX7`V
zx>;*bsu<TesMj~S6-jsO7_;9^3G!dumroLMKQA4T+oQDjBz(@5`dHwKE(YNyIC4mz
zyRe5iU9SPBX!aOwHmO&57Q}stWdaN<>YMhX@2ySRYz1}{zLd>v8J_D4qIte~q4%WO
zco)^MjE^+qs<&oH+Y2j9Q+noky8cDrE+hxlKZ=?FPHZl)q_VOR)={WVLmIWAkG7sC
z{gM2glsBFgX^idOFx_BECES%#i^ZTdn62F-2@@EKS|b+HWJU}k7)(DuKXsm&zYQNZ
z3Mh9Mc(MM5+p2-4nsz5J1Rx?FrWnyU;H(<Ci>AhcW4}I$1z4|5=e%eBe1CsFi^qCq
zD*DQt>sw`#>V|@n2HE7)I94C1=>oa17Df#S^E`dIX6pb*7MW8~kKr!3fN(5zvg-#;
zQF(-~ZXbjPC?Q>krxfX>W=eIU!;c->P}OLHs#1V01xRg6Z>dg<`7Fhqr6Jl&)2ESZ
z9~}6!S3_E_Pr)OJLO#5sktT`nr)a0t5uK%2E+T9VqB?YGvU@$SLrFH-7kS!?%|mM3
zAw$o~z=(By{O68Ysqu7U;RZRJ_(>PO0F1E8xOLI9UINvXuGvQf*_3F;5FP|$k<`85
z{JQI^2VND;!H$KU`5r<iN1Mp=ZffN`M~5`0GR}L@_fJ=-;I0j^{N^0ns+AXED}xc|
zEID$bVE=$$;zpfst3DAwO)Qe9-tH3L+rlyCol6g|L=*%SNU2FWdJ}s|tc0wAh8f2*
zvqh=t*aeGhB?hiSAU&e#_q&Z}%k!hGO!)!B?MGNME8a!a`wrC>Jexu$x&u1JJC!ax
z@7OA;*5&s~7UNyT<?Tr1kER=j@NBiw$C*<U_0}l%;7L3v8sK`(xWA=q3{4Of>Wjxo
zRKb4BdNj%&B}Ji-q$ed=6qI54lc4p+u@>pT-!(e~I9=QMNR)X)wF-XzbeX8I(J*!3
z--N9~V5B8dWL)OgZ@j(~+&0j`7+<Vx;p;_4t($)gf;JvZ`A5-~K`iYbp7rv2A-2N7
z#l@V2dpl-EDx)oe8QZ}HmLc$}pT$}nZn?0E9Ny;xf&1Z8bLZD+Z0X@6^_IXyf~##<
zU-R8YPy=}8DPVGkxWfv80DVe)zAh!prN11ag#2IVkTAl#GmG?TL57B(4H<{afT6U3
zeoGb7{6Pzu*RMr`hk6!HkJLV#yj1tqkt;W!%t345Ck+zT+COr>)MlHbwCOR4ud0tS
z2`a_qeNLVZHN~ybHpM*9U+HZ&g;AtTpml!rq|)4C>HP4C-)r(pOA7SG0ekWw&V0qf
z))4QfHw)vi?@ut;o$8VV7saEwU>fGevs|*CACnar<9imSuEGeoI21eYYwUW52ec!F
z%e(W34I;nJkuMBUrrGvM;)kwDR8V*zG_6MwWs!HWL3u=VF2X_+-4oj{5-gRNqxs?<
z%r}7MiqI%k%3aep!t7wzFGDPZGiduc-)^K}pY+ItS7X}~LFWZWcp6jU0BYP-74oI{
zFJHj-L6$04Z^BFUDYl&*uOrWwC{jbet>SR0mzVTNM~{JRP4eJmg8&6gbHvmA=g<i6
zJ$xaI#6*+*)WStF1F<kB!9FiUqG(F4d5A=b4VfRJ&%Lc$bz)N9Bzer-L(XH{IPRoW
zs5(2>byp9J;Nxrqdkr#)r{&#Krt57GzMf_7CavMGp2V>=XsTb`=S(~JL`h>GHVjh1
z6tz+x9N!<bt*k0kY2V>5RYYG|5Mlz_7d0)hJM{L+I8}2|B4=)L+ld=}nem%x=K&QU
z#aa7ZT)mqZmIWIYuRxfXSac?kqy;|Pr@%A*)j$zX<+oJ{pC26xtu`Ah-sr0v#TyH{
z>$Ih`?R)c2F?LkaygOkQ+uYK8)6CHpxAtiis35C?3%2GSCn!CMYZ}9YK0~C;wCZ+?
z2DF*f?SJ}s9HKIPRuFhMC9^5KpYC*+(^MWFf^#GhIo#7q*I3>t^ipz{Sg9N?$dG4f
zJ?+i)g$bnJGXjDQDGKq9Z>t!o=yd(u<D4Y#j@uzTfV(MP*ydKX-yeAL)P5N*?AL(Q
zaX1`t4OKJRqcP^?PaFybg$k_O&m($in}<^Nd5D`3;O-aLX>Qf0kGNdPX?J;Ogd6k$
zYV|>f;(V?b{Bo?+sYIRVGPLCIc_MYeO>n3fE|p+GQ{pX6at6eU>#wL6#MhgM!6|^$
z#p%QjxXY`cgD-8!8%TV4(kuF)cZyHkKxVSnpmBn_W5}e^{+;ynR$E&GUH@^*sWEP^
zLnP3w79%)Y?_3?XN|M04;msMzrNc?C&Ms_8n<whr20rVA3_#M7&=8~^X2c=n*A&xY
z?|0P<C8xFb5J;-->Bf#HM99La*AlPPPUS-ls;2{MijX|L)W~^0RbWI&7M?mV@S7Ht
z`j$$d7_E14xUl3NPA^V=x%*tw7trAAL%trEbr)BNiV`zaWoO}i3#Kc37=QJCyW{My
z#o-c_6Y7@PUTijr?UUZOPx%XkTLy{KHXI`ClO5)vR`I4k(n9mJ43?<sHH~IYl=g<v
zP1JNqD$9EUiikpp)j|QweYNnAmc<~Vo$^**FsJE?iRFXcgf{7cI{yWsEsONS&!t26
z8E$&SE12w4=487%FH<0BVZN`}KR$qW4qqZ&o}*xEc$B>3HB^yQhQh7v5jUfgRPdPQ
zT(Aa9X)#B1?sP~2V;05+@Dd@+Nd<4OVtL%%C`b<CR8h+5pXzyV(a$ao+uiLAmnZVN
zu7<$w!r(`A5ajgJEx0xP$RQ&o_TK|o3GBC5;ooIE=Jn`P3ZnIg77NDWb|M@dQ!X@0
zaX~2%SEKR-Wldaia3fj+j)3rH*qdt_B}GN<YH6ZAI#g(rNS7=PXHpSo3Ou@bCi`9C
zls?+NIdC&sjE)yA1okkUi5q8yLwh{Vbt%cXSJ6zsg)az&;s$L7^QUAgRn`o=R?<LJ
zddh^Sl8$$!^t9dy(agETf<<aVt(+PumJo+G>~|}><3+x%PyZx+JId3Z83QiJ%O$Bh
z!d?niE-Y&BY>G{y-v<tNm&S88yS|&^c}k#IL$Lm3yopZiobCY4Dm`a6X#vv6oo3H7
zi_ORTQm#@asv_QWDm<v(i4iDu8<>yf0ZJmmAJlE{ze(lf2(S2p9q*^mLo&jGDi0o=
ztw=-f+^S5Rd+m1f#3`vmhwRcSDJGF2;Iaj~sik?<D02LCM@<dn-?r0>&ZIChrxdwI
zg?Uim9+2Fi;niK(aR={G)EuF5|0);jTc;(eb82Yo1<zY<dr$y)_B4b<V*m*f5r|e|
z&Q=9)RnPHTm5W=ebsEB~PHv`1!mT3^U!6*i5m$Rpmgq5=_a%_GeOtA+<<^{9g6F!}
z$s=qfq+Cd6hScMV>w{#3Z<9yA0a&TzYD35)SMjgL$&kYP=SOxjO29e)u!@jxt2n_`
zPojBhXPY@%&+g1?P;y&09YXV{*2_^a{~B*W2<@j1eNob7G1L3ffj17x>ZdV>Wj}IY
z!EWiT2<ksF)rF<WKT25}w61OuZk(Ed$k>gGMlF1<`aD-?jQiCu3JDi|Dm_2N8vrPC
z;K@!-iyT64HK^~lnhy$Y4DuE<n*-?zmo?`46JiE7n?HE#=ARd6zBmE01(dT*rqk_3
z1$~$HLP-TEfOwCIoHD{}HPoS3)Z07ROEoq!uhKu>sTbc)s~G?`^p$GNN)x<fW|P}V
z>`n4jBTkdXb>gcU-VAtExmD&<j5E?op-O!F?qVFe^9~EdN3;AKz)3=SG<)rxrC02x
zgB|+(O%`7G1yla6#E!M%N-iEgn{G#G*f_(07$YN?*i+7)zJf`s;hpLzbKwEODl4e1
zdwWxmxq8Fk4czoQ%GydQ3M##%=noDj*hvsebDPe_&|#MVdeTLEd5Lhleq#vI&Gm&P
z_)aiN%t|6>ka85d$Mv%0i0$c599PAi+RLH-eMaxN$8GiSDiXFdhvNH?{ddSmfKxjV
zHpqA=I(j~`g;TvWntuTR)u>6)Dt5$XwuTz|oPLB%7BmTv$GnWV#IpU_IQEHDsw?OS
z`f53`6B~-_-oa^mkd(Y`$y=n=Ie3l*Etb;Sk0)iCzp?u2XQ6r>6sIVE&r{81x8F64
zCBg+JBjVa>0?`Xo<iJr8LK;m<(BQ}kbcO)SfyDq0UK&;`Ax-FQYaC0>9C3oI_tI!H
z;fQ)rDPg>qTxqB+)YU@f$;%1vrz>9ihd1LD{5+ya^IV_^=yKR;Uuv=2JZ!n|2tS#N
zTuuKjR_Td`#Ly)!*f1H7Zn?2WEr`eRdeL<yS-}IV%RV9Z8Q})Va6RaZ9%lf-g+baC
z4*EQ{f>ix=jQk0PK3U_4p%8NE!n0ngf%cOJZc)P=Paj9;%*Dbn`kmWJsJs~WXGOg{
zMTE+MV*3W~%9Ez(S%M6aHlA%Q6?ENO-aK0a;WMe@9f`c%_GLD?e?FW{?I#{;c;Xxz
zCH*>zSV$bohf5ew9s9lVNuIjS)ZDfNL(o*i@{~6a+YK^fo%X+rR|9!6kOcm{05N;T
zg|tE?8!U;9?rC7j3fr)UY{fxsjk1%Lhn*J>wTce}O{=TC8W}sGv8k5ua)1gR)S`Pz
z1cIByf)HIJbWO@dWd#RtP%A@!OA@W1M{W%t>Ivz>nYfX&VPuluBt)3m=JCq4DO1Ns
z*ll=H7FNBZHO}*7g(=L-Erzz}h!3J>0`i|0%|`XQfPd%Ml{@b!Ueu7G5GyMBfij$C
z`?ji<+8f13@u$OI_K`QX{C+$IPeN*&&*MN}oAnMmrIJylQepJAK7e-{C?A=jEeKt4
zwVG>kb$H;l$p+ehD@9Ig+YupjZ&p>5uL~&SzH}$!8;0|5Q%L(7eP)MY0R>iTR7364
zA~?K-5gL6TBY?;py5OE#&A!88_prmPjrTKtiW=c7b(QihP;jbws&lIDg&%EyA5Cj@
zE3Kh1BQ6TkKC+RfRa58bhE~MGxWFg@x(p+di&vXHS7&eK8j+}=d+`iTSnEZj`w3!<
zF>G|Ah(-4{Qev@EiC{B={3Ca-(o?-n(G4y2DdLh{g?nhymZ*dc?FXQj<w+l1dx+R;
zI3Eo7TX5_mEr9O{TyYiJ+M{{1^|h~SQ|iOAk)Ge)&OA%HJYG(}jlt~s{_DvaA5Eg0
zm3Ht97JJP)2k#l@e>)yN3JRwXVjI=iqgm{Fa_Y?2_!*g5F<R++E~&3W?@8CE-62dY
z(FyDmGOin^C1?WCluuf<eaI2o>avswUJ(zd1=SAaKc&AsN^DGVcAt}TYYk;^oFs5q
zGVIs{U?q84X>!(^D7#}-WecZAiL#t3fx73I2;3fhX&32=r#&HFN??^;>mjT=NVWow
zRk(Y#WJ-V>Sey{So62avjl+!L_ELL$m)uc-XoVQ<yy>9+AUau*5pNsb+_7^}Ci8BA
z@B?YTMZ=@Bav_NwMI~@nu@WAjd`cS+=0D;)Y-Kr6I2r_b{g9*Ez#f-V=}hSsS6bYW
z!#jdR%Eao;Elz^%qpSBs$_qPPQ!V$7Jc#X@qzxGI@taO{8dP&F=F;6^Aolp@$QEIY
zz2Hzv3lNpA(v&<iwV10Bz8qw=Jk`O!%fo&lqooQCrT{{K3VrIu2s+8j4vA2nwNJRm
zUXtuPWh<IA@!SyPhvesi!{g|86f|6mC<pW_9blKsA`F>ST&Ij<r;VlU?!?B%IONA|
z$M4&R10kM}FtEXY_Hnq=tll<nV&#4_Ya@!<l#z!s-<wrk{(A8{!7ZQ?pj~j*2a?x2
z$=;=KhR<2a@MPi`ToG~PX~7L__UA*q8uO;ogmf_VBD^c5qeIZG9onsAIovjyM=^Uv
zjpm^^)iESHB$<F_BzsUcddD7)`dAx}fh5+<>TUEINh1elP1U1VrZk(pOGUeR+JT4Y
zRREe#o83HAL(zR6EPFi)<hC$R#&)TT?+O}I3$iCi-2|<|ze2${*WpN3hq|7ahNSDW
zjo>&;xW^bk=6;vqUGspRi=xr@Aep?y`8?+iiq&ET3mX_@`*fP-z`;suY)qI$Ks?F$
z0&T!j+)YJXs`#Lts$GCg)rS~dFU<hz-?xNI4i&VheUZ0w8dwC|!Z*|U$`#t1cliAj
z_coJJaC;thl+R|9?2)7mbp;ok)gPMTk9$x(L?$c@(k&4cZugx#d(U2(b0#p-R~*8k
zrf<&8VN1ZkY4L%Wm+@`wx6W|`S4Q)vfB{SQTcTL4xI756aawa;GVq0Xa5g+m+Oc^`
zMWY)x1P5m6w{O5b%8mnfX?aAODD!Fx={=lXxL9E7z**G~1$;CL1{zM~Fux9=v_X0L
z4<iRw^F?fo>@o0Q<4u-0#{*Z_2JC8wy-^C{a&_|2;H<^*F#GvWkB*qXMuaf<T0#Cy
zaQ4OB3o-&5l%{CpuXJC#w$8eWVu^4(SM(I*+0tW=6&p8#&w=-PR#g}eV2I2}@-=y_
z*Aij-?}Fbl%!eKc)O(WR?78t!BNj=BhO`qP<ar0rong$?cGF34>V!kILY+~x=F=>R
zmMsCu<BXj>IKam0rS-s_R(FL2lSQDbX}avw%(hl#kBxhd@NP}u4Vk0Cc~l!#j&%VS
zW@{kA(Inl>EzLY89O&f6Lw(a9h|bbb@nWmCC@i_+9ZcjW86I03^t(Me$pf2H^vQxo
zkL*)Un~O<$&pm%e?JPRSznGI4erMyfmuhr>{6Yh*VR0+TQ1-Xmk7s2C-4}S79h~R^
zr~Y)KvfDK=9fVxpDab8oLTBdOt-;-k>8mXXqJe9HmU&Th{A|{g1%*FuBk-y$*5mlg
zS|u?YsxyfQ$RYFTi3{s`m&tjq$w4BVb?`jJ%h{It(5OQui^PuK7%(T3pP|WY@5W_M
zc%nq9n`mVUs*k)`SaXL{Z}j9Wo-&hbV^m(q8j|t}Z^cElrdh$+h0oMfk=<k_UQOIk
zA#|aB0P+sBaAEa5lAzD%O<!!o-Sc~+ELXDu)V*4jRgalNox^0D=CRZD=~rZhQz<f0
zCk$%8t?CMsURAK6ql_VxWE+m-@AWvqTXU_?gWy!M8~m<sS5tDm0v7Y3v`_uhgXMu6
zNHbx|;NV=GyC<aUerdc!Stc4g9LErIt87ShQgO;2CgbqhoYCh~{6UMaDWO%jSDADr
zk=O~Q*XBSWQ2z9r>{!vTLtlv3w^eM-dTR#w^P+0w86kjk@(ecd1|@vzm4y1c)y880
z76WmsOnW~?=0jS>i>1U%l~of|{QG=AWTSedoEl8C%xCJ&Jv}*6{8U2d6jun=YGh<x
z7)9yQAS74aCHNL~DeAL6e>^fFYcFmGN%CMTX@1GfG2IotKfT9laVk`BC^_nx9o5&W
zP?a?`b!MIuKYJ*@IDAZ_ANai5C_9ADFK4b!*}c89DvVHB?vij^&VlST$V(jNsx;(=
zi+dIFDW~gT|MX{C=$H2vMa>xs^U!aTg?$R22XW1b;7a>ppo-d4MpZ*I0;xsMgQX;r
zOP6mptT}gR!|$5y=3!D2l_yU;vXaQCV{bieSW3-FxN{1FZgWqK;wM39fe8NQtFK8d
z2*SWst`TtB-qu1ZoZnd=ZxWqDd#-fsWD~+R=TPdcFndtcbWSi`^|U__$ckh208b#c
z)S#KkanLW>g<ZT9yS%$k=|Z-3&qUQ1ou`LCVFZ%=kl{nmJm0JWJCR`Xyk`>I3GRB_
zoS?xyw<yGH3yTtaEOt2Aauwux*HA2CxAH-SG7o{OoVQpf2TT4azN!&%My?Ii5`9id
zkZPdUKi?B1|3pF6L0lr7wi<xI2~RjbXHrVEAiSI;q}}^8C@%ED%f{Eem#bG}!RD|F
z$Ns!DcI=_jt_NysNSYM&A);Jm$XA&+%_7nP;qvdo=OP0(4K2=HCO#b$Q>ok;*_2EU
zwI)kY(ZM0+wf1*>N;ID0*3P6Q*}%?&c&dERB{3yhMJc{VFTsewa7#x+{#2R8t^BCp
ziki2Dh#r%8ms!%ukvx-BjfZ{1@-(U7a9dGc!_0xwfu~PjK{ksgTR~_Pg~BW>k<>fg
zC|!OJvb?JXCr3|fbb~k0_(0p`f%u3I)fs)k<K-X1t*T|14RLLo35I^EQV#E@7Dpf^
z)|YUnC+U2vgiaG}a(x)KFWhp+Mx*r@!`sS9VEMFY%<(+D<SaIw!8kD0xUh>}k!_#u
zDK!gQ6SChcI6_aXH2Rbi*mSZ-pI3?6LoZyD{abp0@>qHjZ3AdLdiNwH?Gc%dNyHir
zVY!d^j9VN7cS)OW<9WTreX2$duvQH;;ty$tc@;y&MG`$}Rjs{4eo}~7)LSg4GIUhZ
zi?|OYR1M)hTyy=~gB*=+z-(HpQR87}&&Sao1Xh0f)W{0jDsKurWaUpYz~_U43Km`V
z9d=sLq`Dic43VCy&~l57Rnt3k9(HSi(G()u<aB|;h4++6SsR6eyU?kjoM<4{Bd0&%
z-X0pSyW1qBmFO<IYON^=v0~-585j-!+7Fr1XE=F%z9_MW*~4wiR`hNUh-}(c;}$|v
z(O#c*|0CONzZNWNDEuo=!X3R-I29tQRLoVI@i{sYqZ?L_>>^Z_0VyhPKy~cV@W8Wb
z@RZISj82f=AXQQu<^j9UL2#!H%h2p2c{|=)^u((-H_ljFFQnh<1nEhk^UQ$<YeU9N
z@;pM$2Mkos$-KFKPr&B6U5_e+cRm4WHM{#W5?(}Ze`ha4!kUAsKiSB1BY5y;Wz3*D
zu0NM((Fr%`Zf~yDuS*GWa}j=hYv2CoKGpo5pGpN*pN;B}De-x?eh^Dn0Q8T|Uqm?i
z_R3XrYb*@2o?sxHnabn|X7I@KCLi89-_)tW8+LdYF74WX?66?(XHB(<`CD`WtJZkq
zj3aO7Sl=ayA|OZz)Y&-oi;pi*#xvf>Gpc$DF<Q?}BxhFjUF&P7!L8nAXlM8Mqr4$G
z)wF)6mIiddX}e8Iqgj<}1Hlg5Z)g!I*DGx}?^Fd{K~)`)<+;>sq}b=DPj7mtz}e4|
zn0k%9bU)swY4Vu?ggj>Eu8Bp6r+r4P)izl^kK{1b2ax?bZ*$}+znQXWT;s=aSt7P;
ziu1DiCh>u>gka_Z{)u_l)uw~-b^$CJ@zQmIt9S)mgu-8D@hHqgg``8PiP>H@7E@c7
za>YX5cE5P+Jm=U@$xb8yfC(Ehe`{y5bhL1Bb+$Bhp#Oz8vt^PH6XO=)rvD{|LW`h8
z{?m^6-Yz4<ja0LAv~soPmJkz%Mon(yDUWlO+(<nQGh0h@S8k-1o0;oU3(mpR3O>-a
zv4E#h7&JFh+0w?!+Lc>W3d4<*$J^tbwa%HETQVUPEYI7RTPiu5dT=9gj;@x@=kWHX
zu9n=c&TjAnM{QhPPFOn2;~mc79W5PQxh1)giZ=G}7`)P-Q?NA0TUc_-$uWH==fdi-
z4h_eq!>bf0E}l|3c!^<+6XTYs!|6xZQ!TGq%e!~&-^!geK-%=?vIDc2t4x3_Vo#yd
zl+IMq;S?LWCSv^ERqJ1xlh)wR7Mqhs>aX1sF~0PQscFr0$tFRy4R0yp=_101$(>JL
z<*q8mm;L__ewmWoFNON#uPA3Dqs@z#5J<&%<GwP2$;?HoImO^BsV0H1Yxo&?NSPBK
z$_jlxO!RX22y8);L$K}SX8|v~y~+hI;S(ghq`YN9cnk$k*Z0XI{fMUr5}A3_+_#Uf
z8jI5C%XfTu!EHC!*LS`|{)`u$2bws>T2=YE`sO%|OHZc9T;7$;uT7mX290?F^U;-A
z?lEij*D^8<N~H@Pf6=oqkB5vX%6#V4G+XSkYwwry??sMCZp}x!V>!zWb6%`{k9$>o
zgCH0DqNFO~V(NPToCne&5;smgK{_9MAMk2#ahK1A(pbZ*YojiuGNrPWUum)uJxhN1
z+l%mPTICJ8@AvkK7(d&ecSc3B`+(4ewmI=l{wZb~_^y@tAF?v1$jJ?mUE?|)kH5>g
z{9^3thD2YfZ6_ql4j<p4sF!o{8fs(zDbuSMHtm1jWFqmcxrKJwC~>@jB<$#-DY0&<
z3F-N|7IV<VL9R5%G_z~X!i0<2CzhwAv#+0Ooxl>5)Qs;hbk7cCdamDiMoaYkYX8<9
z8(ywYx>4X0)il)M#=X|8yuYM#qVLhcCu=rb(|@0)!O*npf$z6xo~w7ie_hBR=>1WU
zW3zo3?*!%R<1hVdZF?Or?idtPe!*n^%I?fHfe&f!TZiu<PEZ^-*q5m>RmNWSLB3q&
zzE<$&@A%XGF}FemPsw%sHY->3jkUhe>zqvIx3!N<rkgTc*Z3YaG&Q)`lW%&>X0>Op
z-;R{EpM2PK?(Dob=b-m*KKNz;672Ac;b(t^dUPP8qn@Y;M(hXXp;jQ?GQynzICJ4f
zo-lQ$gOG%n#4`NJ<K31qN!7-}h1-yu4xyUdDAA=C^zu8*(hHM>)Ka6U$a1Tw7<&0V
zdike}=@9lEibW-U42ll9|J49QCFp3a$t@<b4A5ez<?h4)f}x#BOhR($bCj6K^6U3O
zqQsY<TR9ArBz<V~x%sb$fs$PA9xbv=9a?OedNgKfYM9Ux-=|1w`4uBdpK?uZ3~Kpx
z<uEWyL;s(Kfx&$LS&8Mz#z-v>OI&p6l}Q}+{XORU>(az)a*Ka|Zsjl}ME}d#5amXG
z=L(7C?zn&Yxg{3*ORCf@Eo@AW;xBL;($`25RtO`7F{VpRI<vtH{rKHw;+DAuxNd2=
zG?|v?OOtzfz?y&RmA?Ex_bPAdYHE+SqBA$0$N%7M9ZP2y8@wYoQWSw+!JL?%xZ(&r
zzr3`_qj+Zv5X*+p0sTK1@G|EfadgD5R1MT@9PPM~nsj}^P)tk;A%X###1OE`7z~E~
zf)W=;h+~YI{<9&L`}ld-N6cN9MyJJ%)Yil;|4#z7%+)Ktxzs}c<^gM0*K;n?NTh|c
zn~ep+f=;!i73?^KqopfS;K$xWFKvh)T>*LDH}n5So`fg@rUxY=h7gnF7RQJn#6^Kv
zaRf^8C-Rp1_|fP0S^G=!mN)52^5`u;k>})Q>Fj}Ux3ROKlZe1OTOnP}nL0b!|A)k-
zz5k;-I*H4S^god(Dk_DL<Q9_<Lx{l20igguC=qdlsMyaG(!2Q4<=;`byir$DNN@Rr
zLRi0Z&X#9wE+EX!|FdW)iIsbkPSG+7{!bKP#3T?Bz=S}GB<ws11WXS~N*p06^)p2)
z)#AUSXc<~oQbce0gCaUhy4pB;xH;P+%<&G$A1f#Pr&UA!Boyd0E<@}8MkA~mNQfUq
zE>rv$G_IW1zoT(ksH~*%2hRMl?fw~!D<_ps<G;Wburv^&l7G<no#MYBlHSKZU`_Nd
z*s|2}-!J6ScKgvG5Q$!vf&bG&ib_fXv!caN2*41uC{WCe#sJIy%&SX1{OIv-*73VC
zuwotmK*K-Q(aOfv+Rbc<RsTQ~lqj8qA05z1`WJ|T!k`c!V<Z7XB+=aB5>g0I5=2EL
z0bqVc&81F$bozHx{emgzKVyoOv%NXO29Gp7XM>c+yE|GsBc+`!&*71<BOPp9k<u>K
zrYoqWbHa~~>D2xUv=K#vP>|#n6~iDzBtb@qiqHk3C|VpLh589^mOA;->EBWN3*MlA
z!5e2&cf|5Ky17_7o8!Ukc641@(w~TTFm(Y#8+q2o-V)*L^dI^~R_+)&{r>`qe$X$D
zLP$vg?@A&-V-=OeASC}p{y&5w^e<4f)Iy)QKUf%6`8)YbG}9N_<)>v|LFx}2qpQGl
zQvU@YiHl1hfM>;|P@qsrV8oWtNesly&+EK$a{p$XF~7jkQp+ENf>@EZ#=8LTuH<KF
z{5eZ!Q@ZAaJ!c{+d)`D8fk2!yafH7dS5UojvVrPltsT5E|AUGLmIgxP2i4!F0QC#i
zOFjGp?p`*gR;Z&ek1M6=zoPobKKZ`Z-;Ia=jcO6}f7bf@6#NC%|4=JhHr{@s`p*dV
zzpwS5L@wrEfEiew2tb=<4o59d!Cz3lvd6#U@L!N@$xQn{INar&rTGd@{xMHK*7V;%
zm82*_3UuA2{rjENzo2gA-uXM~egP`X53E@Ns(;1FEBT7PfByw)eFx}eszsNl;4i5D
zho~j~3u-O3{2y!j4^is}5`154u(jwuh5u>)qR}Y2SVn=?h(d!{5(6U#g_cB!|7_MQ
zb@2~i>$`Vlg<`eT@_&#Ga!S|&Z|<^!o&Tg~iT@itOA2J|9~6G4_b*6X$xDC3&*Hym
zSxYVdJ&Au(uEhTZ9{m8`<yAy26Z{t>{zE_#{{@hiTK-!S#X!;dNq-do7ohY5WxtcS
zENuUZQ~x0>0n^hr%}P%F2e9-Dr-}hk{!HV)fS?~(`<=$`a^)}9apk=J4XaB00zykI
z|HnH1Bv{0xR?a6t?01Le{{%KaP<5HUAJqOz-%=m+QPKhK@96u*O(gLH8vjPL{KXpn
zNg<N>7ijZcjC=>w9~A!ujsFmCzI$|6@aa;^|FMRDLF3B3PhZD>12@Y6LwEXt84jKX
zFg?&BA_(-)*7#Bv|700|ftx>EK!3B0e`3===|4-3vj0&g{y@`Z`j*l3ugF`uGyaZC
ze?gk1*u?*_f`1}!CAZL5?_Z$I51#x^-ZGN@6@C8@Wh8$=nWdKhj=mrJ_Pa_W`7czO
zA3JcFzVFoj1$|3>`~&us`~_u}TK+rw{-n=H{tJXbNum)Dc0z+E1soC*;AMy46WtjG
zmtL%lB`o#vPw4wap#gW)vP}EKld!@Ww$jZ0Lt&$5JNzUDCI1b)fGbQAq6wmC1gKUR
z5pedwJ5b!D&_5Hnvd_QSfZt<uD<E{KW#t0?@QeM2pg(+`bdLOy4YC}0f}oD6BV>I*
z1PELkA}A>l*Z~OeTcahG|N5g1!hH~`p??aI9ki&32owAzB`zWfZ4fuoSPCRT{Oo&j
z$G`r;?^z^TrVi)qE$JyF3U~)o8^@(sl_<T(V~$H%B=p#oC<-PQniSm}mqIY~31kw1
z)D|00I%)7RX6fVqBMC*gmGMHb)%FUf%e;y^kL=rfl|eu3_q{9u47lrCyvW7PwrMJ9
z?|Qr*>qKaJ*^L!jJ$?F6eKwdza*=B#e{NRAl#qRhLw6~NQ`b$dZP+mwrTyX6F($(u
z*CMn<)AqIasfQ-yDNgJwSJ^JCqp25l(AGhBqxfvOJ^LAl5o?DL3kSoF=aO&Qw!7yE
zT*?;T|E4`s2>+}t(peaBaC^Rs{Q5(4EVDaQ+jNiO7(>D~M_e<H2n&u+R%q5d-mD_!
z(SAQS-+1`*6QovIiJCe^Om4PbZgYLf=6c`FmLJG^;xDq;ZKWbNxE|!PU^rCpPSGan
zR%52y&F7W}uSPyRq4BKQ{rrY)<D2ewm(@I1x}9;|&r(n^GVSUE=Lpt_sl%=wA$KMt
z*x1yK9-%R2#xi|I$BOKl&t_`J>K=Z2m8sd_MV(+nU0QOiuAl^2XS@eD-jmUtmKfwU
zlefd}o^d(rm|)B337l(sf75zSxj0$x!rjJ#6t}d|R^zX84?gy4F-$*VdE1G)7h)wm
zJ(J!{LOn5QenHdzjq&=uOU;+pX>VXP65cIeblKmtxkBV|M_IAF;%=Vek(-YYB@a%!
z=ZdB%erjXA-=|PKff?};_)O5wp|#5W9{YaVY>-BqLhrh-E%`5bd%xg(KZH|Xl}-hI
z<)m%ZT4bZ0QJV?5yOY~@<MkNMEttfetaa(l);rfES}`h;wu-u3F&kW4UdwEIbM4EZ
zUF#%XCcNhhyb_CeC>+@mZ0vWdZD6mH;LQlPkGjnPCc-fp4?FEMtV=Q-r)KUew{3}e
zB8oQED&E;<^tfDOhGoKq`dWC#kY;AT$!;bsOIXOp>$eHRD@h!i49FXImHOwmU%M_|
z$kQ<{IxB9U|JbyUnn1neH^!`(P<Fp+vp>%v_JGgV6Hju49CMRydC)YW7)P^yw}+tU
zF1NLNAj#=q%7{&$np%F2b=R0t-}n%ld+9|!S%mno6K=YwD|aX&MfS1y*fqPX;>^m~
zilDY0iN1yRI!44!Cm-_bz`_aY_@24gnQt{0-rB$Dtz%r|Sx4*ieqYA0(et**C#P5U
z_=VT?*#y2M8Eo{3l<fETcxzXH{Dhd(CxWnlvDoQ+c3Mirg-+Yohj@c75YdzJja4Dm
zvY)qgybsiH5M9tZlt{g!@kvC-l|Aa_@!iC(JtlnaqR)LJZaSI-j&D<7_73mbwk_Oi
zPjRWbA`vI>>5%?(nY#dW!spE@^Y^#6Z(P`GDUy=1QPl6a>dPlw<>%Bi_K3>5y}tP_
z^iH(&o3Ca%2Ng*>%?Gb%-HDanJf&I5W>T+FuDjuN>xNMA)q#yAFF)o6ROG8Rir757
zQ>5nYKVZ{qeyn4ApMQkSo#!fQhH=4Mx~Uo_JZIB)pt2A?J6lpo6@JrF6<tBYck*$y
zm4nl3zY3V|^{v;l5b6oLw7>LvvSGQ{VoVl$r<l%e!F;PT&3Ln!%~@xa24mu)?Iyei
zrOm0CYW8iy;^SLmpGdf%W-V#C$SJE)QrG3*qD$YO8Em<t|8?e8+j%|v%Fy)Qb7(up
zV9PPIFE;*~G2wdmSCk#|af`9?>QSExnpV5yIRp0B(WCN`u|B(pvO{(&k*xaK);cXF
zeEluTnf7|%?zW0*K`BW$%n&+r;I3%>Y0}FAwvRH7gGMhh?gl=KbHVkWF5$`S+M(-&
zoMRmyI$dc}AaOI6+1Y6X@5J`4zvpFXf%}BWTu+%y7l9XwB6GgS_4HndnPZM0pxViJ
z$NMWGU-w0Qtgb0a{T5*LcyfaM@s!DXb((5X-8a&O83fnk-av`3x4!M<n(F<aMf2*D
zcU~=*a$Q4NSXt5F2vg$*&7j<yYm%&PY_!;6v9FMOgVfsgk1oeEtLnCSRDHV}a+$RD
zt5E4z{%`f<FO)@H+D)1%m1}<eBD*guHk?>X8p3}dH<q5lUi959w}Tj@Q8m=xG#Ncp
zHnOV$S)Si_Xi|N?#M`c<P>#Wed*R##6&b<!-K3z@O4K|5hs=@u=^+MOg(YizIEr@l
zY$jiqD5reP7#?ZTefT(HuEucCc&fsKT;wCW&Xafg!nxy;!gu!^-#p~6l~jof*=cn%
zyuzdJoztx3rMvRS6FF676FiNi^6#Fmf5LfIw(ah@da2Yn)MI}W<mJ;$#oS%n$2a8r
z6_#!K$T@tiu_k#}5L;z&->eg3K|q&M@f}ax%qwS?g3>OtaWRP)uZ&$r$ima!e5+h8
z+PqLZBPPOihozQ@Z=K7P;rr$aN;iUcabRlM`Ix8t1(N!dmBNDsIP_}~e7jw4+N7AP
zE8Pt~#NktWm~ZdYt%p_i7Dqonc$f8%=eGVE1<On^<LE3k1C9b|-{>;wTW*pg_ge1P
zO`r8cRYwm=x4Bh~ylDME+IeQzldWwV>>1BrMQku;f3DERH@aPX1LfGRAOwf;;paEo
zR7Uy4w|m`iD6elENDfqsV(kp#s7z^!NF520trEB3&)(y9?DO+?%@6Hv`@GSy%+EG;
zYyRBPyd!<&PI2w|vr0J+-7H5ITC_9m;;8kJR;@V`ZZmcpZ^?*!EUx&idVN{%tvv>t
zy)w357BXci-+<dCA0Lk9#VdclaCD8RRR7lKs}}p_Uo-4rQO%(-qhGw9E5rw&En-XD
ztE9rt^G<c~e!H{XHBLbR5$39(_}SxHk;VGsvIyJTVQS4|cNNp`WLlwJkGV@(2AIZa
z+<L<s8~Rq7gFgdzHoX7*)$LZ<U3;B5hL4NI`xT$3?CThRdi8~PA!etFoPBY4`hkFx
z&VA>_EcDVGSOrG%yKL7-2N+ht<u}#Du%i;8%Ib*j!;1SKs+`8Wj9{<}$eu_$`ccPV
zpW~?Wrs6Q)Sj67-s+^Ihif&z1J06*<b~ZR#$v2N-_)|M;#(s09I&Qq`XFe~b<2?Qp
ziMzG|16#Gw4^+*ViE5rv8<9BQeGhvqDC_&Z8%r#Fx6y1?M@nyz&hzXRjf^>L@&I*X
z{5^-5W*S4>D|F!f+>Ouu(3?G#-f~M{Prk`8n;NSu9~$52Uw_mklxB8gV^D>r!{T#~
zujikh;w07^Tu$25JbD-v=F2PmP&lZ1I;ExYeo^=*t;R=5hWl-s!|Ju4N>Nn}b{p5C
zf=>@>?$@z1n17=#R9?s9$I0&ye4M`y5f*9n{4_&x$Sgm{+uKJB?k98V{4P9Z(5lI1
zd^A^CI)b^y7FUT@M_p{e&D~z7!t6Gi9Ik?j@HLPhc{HuVkCaYF>o24y@^|a7X6hI-
zG7FbBULNaux?S}UVn9VJPk1<?JbImjXD%u(=BzL^CQ{hA^JH4S>p8na3(s<$wMfIm
z$8PLw?Qqn7U7^{Zal__mRIo|gjS^%=>52Q_R%diyT=N%sgMVZ}iD5)Ve<Tn66b4_`
zycHq1x*{+76l66oe{j^)#d7&WgA;1Uw3P(qP3>*WoNYk!gs&)Ax|loLoO8uHGf6;L
zc*&1_3a{;Gv!tg=fElpVq-f*p;wo=#>b#T|rUvoar8lCYkZ`?}d%cvD2+7*wVkq!P
zNHU=yGX^7u;if0xLGsno-xA=Dq_>Gf3IPTJlxWBgq9@{^fktsi01yXXwHSoiFkoHN
zzk`Axs3Zo%1c@@-l2Y(2WX55@){+o~--YlI3gY$j-&^_z?ex#+34!$2AOFN5OoV}c
z&`U9I3=<kc6lnN;6a>G;Ado2ren>O~;Kae_1mj-%t)*w^bii1^j|BbDQ;i_BNPiEn
zX!@ANQB072wA9ZZ-=lvYLjLr=m)gMJih?<z(}#iIp|>rye;*(HZ!ogB#ZXdAORq2%
zNh!Kfu+mgo=>_;<2f<`~UzWemP&d9^<Jc*(<=ET;6Qb$Z8H4Q(j9VBO1lC+=VEjD$
zn?-;a!@DqUI9cXH;z+d#Ef+mk_u<_5#)r){v?<?DyYd(0LhAMkXO8%vKOQw9Em6(U
z^pGptZM>sIzvni!_3ns(Vb=V)LZRUzuICLAmV;fN84VFN-Y(3fu?tYapf|rj-35EM
ztL$;q6{^d#<4t7O<7FScb+j|pIfhH#HMK6>?Rt|ZH*VNM8JMlgBy7dvwVY4A4xTAa
zI&0r#`6w3MS|(tbJf}UsU|?xujTJgZ=ye+HIXdO0%|v!Fv9yfmc}X$j-*f9dl}}}-
z@)uu2Wkud6F{+NYE_SInhF<gz>)N|InwNO%qWyk5UT)#3t?O@_K4j&+z%_Pn=lXQ<
zj@VllH-;H&uVX#@M00KJdYwbK+Vx3~nC@(=ddfS<V0pmh#oZT=>o?um#*j96QR>JO
z%L*frD<?6Gwd>!UF#m1v>Ri8)+3{QLmqmBgz8`#`4ZkpO;LP!JxBOTvw&-aOu6evY
z<n=BVmuvd>wkp5bm2QhaGQVa+%$jb@E$OIeHszq$&3lxajZT!j2z_Mce?;4sBT?iQ
z8}7}nE<v}jrj2hN>=!UOb42T&{JQ9f8(de4rLRY`F{B;bEb%~vQPkp!i}3Ep6LMmP
z<#t7s0i&L>-asN*PKLoxhw1pqYoR*7!wtgwGPWqs2sf^~l)GSatVpBjvdytv8!^7i
zHdnayTKO88jtJIncDUZcggC6@XnpP8#;2ECSQ+e)<k}a7XM@bIXh#nW?^fPX9gg|*
zD5G(mVxpK3>a<6yviH`Tx|eRRjZeRH``V_{YrWhwo+Yhg9G;!j*_f34N-)IW<!4?}
z_lwZ6azXMnZI-k9b=%HpuM>5+rSekd&~K$iGv6vwk+CH&$R@Re(j;%8F_c5^NgpoC
z-eN*^s*~oLKIZCE=e_;{3zyiQ?lzDR`6GpT8MS_Pv-}Kf%RqPB)B%op`~rdYrdBT8
z0Alp799_zV6~@387e>Jzh16*gZYgnadLVI-#A#!G#L)`Oda%)txR@`cX9IwM?_l|j
zFda^i@}}p$A3(tXdLgx3Egf{|-%ztOwXkutViE(7EmH6MBjWJ;NOjW-%coaFQINa2
zG!Qs=VkyQg@jYjG1sE)~{Gjy@Fj)4FeRq;T-X}&1(u)5dVQ1A8hZC&*00Dvr2=1`B
zyL*tu-QAtw?g4@?i+gal#WfIYafhHGu(-R!`JeNCfVZkI=AtjAX1aR1s^|Ij|5v@T
z(Bl(mG_)ut=5c<v8K<*qY+q^&tlr$EuC2Ae8*jB5Pj?#ci3ngPjHpDC!a(`1ra{^N
z(P{;W2=^OKIq0Jljso$=O&%!=czdn?X1LgRTdjcZpWnoOg>2Ttnx?ru;?8oj1U>d9
z)^8J?g>`Yc1;1)(w7TzHv3`Hodd0n17&8_wqRwke{Or7!&FaV>>-kUnJ0bUyNvBVO
z{4xujRj}{I(QftE>_GGy{b=;$GVQ)~FA|><?8C8Vl)`Jajc%@>ZvW4ZNlr$+^so1$
zuAoF0gI>25f%jnqmLBW1qZ_x?=rzH?M%BlXLy@Q+9tBdE@K@C@W{mx0d2KVyAuniB
zmvI&w!huc~jr19-<u7p`F<ySphX`I+%J$}5KL$|*3AjgG)<2CT^K4^oBQGC9847Kc
z??Z0>Mc<RWkDaHAK?{AL6|&K3)hdJt%?PjtfUbgjBp@2lVFZo<8_|uz0q+zcs^A{*
zNwQTNpbN0VIEo2uRfK4RS;0=}Rw)1y+72zSB4CAb)E~G6gy?{I!8PetX#i$geX3D+
zU^)<@1*Qd~%R}_QGGLa}5>v1k5MQ3l6l?<A19Itt$$_1;Su~?gKpWs3?Wht^i1rXv
zVhrX3+Q`o_0pkFZU>+csG1wkl0<cdlkpx$Qm6EL>fD}MwMu`g80O$ayOfOLYD*%}Q
zj2R_LU=5%GfHA#9{y+an@E3V7J5UPT4)6oR6mU`ia$qN55%?<rMG;I3ECWyhxd12%
zIG{oH7*(8l06B2|KUX(}ZO|ZFj51C&03SF3&IE8OSb)B=$Ee`c0*HZHz%RfG06_U5
z6Hp9}m%nNRPynwA0Tl9Ay?}Gzl`HU#c2u19F&Yq(0W$_}Cc|98-K?X6z&EB*Q-Gf$
zSX}X{3=jf_C4pZg!G9I6gn@60V19s~G5D{-RW_hr;fe$p%sN^Rcq|3{0>SWrCh0I*
zph+rhAN-;OE>O4%2mA-i@B`+jz(&9?@?Z*us~Uhf2=)vPR0W?axa)w=<*%H9y|kl5
z!2D#GJ+PN?R1=(=4g&&JfLtu2xL^^s(f`)+?nYoLU?Px<Vbl^V!ZiBd7QTXu!6Gc9
z%e0T#04(6uPk?C}j2RrL|KAZ_g#zvs-3tKs3Rg0~vt$?=c%60B7#wH<o(8&?0}9e$
zm_U~d7$49j4TcYNNr!QR*8!sm;C0GTY+zjmObA$)1|tU6rNfwjn2PSD09|=^dGI)`
zAj7CNm=t973-AnBVICz1dMiQ{!Fk{lkX0984Y0yAiVx&dgaE+_U?ZkcTCfwyst0fk
z&}SYc2I?q66u@cV8jw{7U>u;&G>QX60_d}hQUmc7=GcJ+05m`rJFp&b4ai~!CILJE
zS*)WhKpTZQMqo7H6x<Btk_PJl4FLA(C5Qj9?f>y&MUqfoWJUir=}V*b8dCGc(TM(f
z<PL`%{TtuPgiZtb;|W27YTssIjlF>Nw3-gCSzD+vymzdn@K=YfP-kk7W3?quqXwBi
z8@QZ7MiN9LrY&&c1b%LZWS>9W@y8mx1{;PZqVgL2N^N)@R6Q!Qj!<j(bW}a+I+D+o
zL-6=0dJI2JB?>|j;rGxE@HkZajNnA!I}s<aISl();EdsIP!GP$aDH)+BU(jl#)uRG
zWmEn1VpxdL8dtNU`>8LH5_-7(hsVuWL87?5PO?u6PIE9T1yKnnV;QXiSB?3ntVBz@
zep;x4TLvoJF8tWwqyl2<kK<UxFDUY;3}4hJDNQA$)`i$8RoA(7C6pu*+r3&tE85wp
zDOo5LCCWlUq49<B`f56A5@rmRd>X-UV#$YiTi97HaBOfYZWB~}Y+TOpHSjFknfjr?
zP<2x7PcvvU7>N5@^^Vcu8y^xrXj?H+%OHNn^i=9&5RXj!u`mKJhI3IUa2F=u!@ea7
z_l|#2U)a|T<#^p!Gh^GLpuY8iJ4f}EBYn=1?_u4_4gD2s8G?P04t;3~<wtx0_E8Km
zhJ3F48@F)&_2}2fZmKOWx05z_6WpwN)Q5ynQ?!RPf!z%1TQs<O^hbi94D48s`v@jD
z7e&yQj?e;>hsscbK}K=xi*9J3N?#J<i+mr}5aTrJLm2d>H}o9kp)RxuzL#d|rByyi
zv5yFD`iG?|+Cv#MP@&HrP8C&v)=V$=@w>bz+g3>^E_@=^BeD8HA=O{%K2Ep@cyio}
zicr^2zF+&);jpkC&2A5uhm3pawy4}rB;ic)F7V(?@h@oMus*e$_62R*+{bnWs`rU*
z{~`Fe&bq}0S3p1zs8VwF<w76M=Z9rmT-Q3?mX6yAJ{&*VLwsn?$90COZpo6wPwggs
zUhs8z-zGsmf@8tAARojnCb;P6Zbwk3MjxK^rb!7Vh9Bpjnepgu-p~kmHrxz~&&#I-
z4X)5G)bbO&jC1S;!#*}RVZ@Wq4aV#KIqiYfp{&xIY3<`SZcWPD6AAEac;8||G2oZt
zj+apMnDd<y+5=lcwYMkI;B`Lfv6*Fsmcpn1kiz;wZ^&Yn%y1*+b{u>e{q&LLbCR&>
zOQDHdh9CSM>H+qQC=6I=<`E^LRNE9SQZq0`d_{`niQyLu$34WD2QL&Q@(p0uCEtRQ
zNyTLtErRS;V-59S{pknw5d3Km_4vdQ1YJbUq@$$$sV*@9LJNk=W75!!%6*kr#^<ny
zjy|dPgmzNxqn9{D=LUslQ|(Jhv<T?X{&a`xf1f~gvv~xi;MF)mN6|GZLvh^v8XwSP
z;KAEAk?^R4lUIm<kAsLX48g2)cf`R#QIA2<rlHBAZ8mH;b2sDkP$f7jI3oCP=|s47
zZVs3p`~{X^I(#5}H@pb^I=s;~e0h5x71t@e)BnZ3Qj@?ufGYtW9sUO1b6craK$C_`
z8!q+(Q)tQX2{W~l>?t!1&7F2~Qone3;HSqAe&;mjqR?Md@8K`FkME%`WFwn0Ph`-)
zl&;cKRPXhmUt50+<==^}=wPZK@zo{SH#0+mM^Ts$=smnUta~}^S7bMmAKu~L4<Q(j
zc(4qRsUCYww*_lbH+tZxzdcOGQRK=4I^7rIpe$<=`ttEgBvCxNo5GM^Hu&S4^o4DI
zh}p*H$6l`>Siq83^0~pX?9}$^`Bw1Xs6aF@v2et+Ev2e-ul)+K-x!3|eH9{lRbnj%
z`(j0S_3?@#I(M)USHPRpPa0$il7w3B^(4zpK2!hYp!gwT(aYk#5Xf=G0XqiOOOl6+
ze0r?v5V*qI%Ahj+&5QNnoZl3u1M9`)f?eti?j8Qji~r1v;Oy297KG_e4{HJmQ?^OF
z40yF|2e)O~$hh!LCI${S^SP%SRwt7vW69L%TvO{-dL<7uv$<QJ7j7~qk{|VS-$OPd
z<k*jSO=TxDBH50+o!+hG*q?8$88fClfBKl7zZF0G-`|~`ZFqS4oTrTOS|zx9IVhah
z6$=OO3X2N+oM^pwq>yg_bA09?d0JG$WWvS5+T)3v&OK{MF2}TMdrrd5&fjuuuC`j2
z+Ze4#crlXl1bbP(xFD8cIyDIywB5O!ZMb`SoR{&E1n_UcEic!e8vA%UpJ#V!_f#j<
z9U1Gl75VsWKsHOg5PB37F>l!F4F7Z;9Q@vV>+Ib`6bK34=-%8czV_c=^18nxJw3}a
z=CAg_zv?;?3a}+VJvps#Ja+ys41|m8TG|jJ>9Z0i?8=VJusE1;Ri&gn{q-5}{6%k6
z<fWw|3c0Bkt*3ujF(BSiI%kuW<V0j3yJA+|^{K)uFsZ36INZMvz8k*(eIfQ4GgX^Y
z2*fm9DEHT22{gXeTS<H-&OuDqy@q%{T3qUMWvupK*U#ZxYHSB?JSJ-1itRkaNH?xk
zZiw0FYIx_mw8=Q3J`*-oG8+0hS8otEGM!jXR6S|vz#5`e_4XzlTXJY@O50{d)@n*7
z5|nEhJ>2w})$LO)c1PgUFiz|%_~(R_M%^eD=gj@b8~r>|MyJdX4i8CrCiHpa>q#bZ
z#>F%@(2%{BF~FOVaZicrPg!r4TK3ue2Ztvn40F1FJ#n-07X>qU+gvZ+YTl;$r70O@
zhb82fI4QC=3ydH^`*&9EBRGL9E4}~m3#ep#AYX#NeRyv@m&ksF2hp8CL*B5<|8<wH
zT@JX?oV^vWKZb05dJWkkde0Ew<_xD><#$%<h^^7Ul&<@31Sj~hgVg=AI}z-ImADm!
z6}uId6~7gM6}=U*m9Q1F6`B>d6|NNxOan>_!T{ZZyg)4=UeF>)8<YmZ1MPyWL8TyC
z5FFG3N)45g7caqreBh#(L(4+WLOTrel-`rDk+zZSq~xZ`17XSwmtb%q%%R$c@knP=
z&Qr}(GRo7Gz;WSmA#xFMp=e-LMl47<P%eU)<Y`ObH82??Ql%6qhd|WwI2xZALt)Z5
zAOQdt7%fK9opJ@l0Dwo4hEQgKJ_8VNzJH_){(-d}=}YPI18w`e0Hya242wuTN}C@j
z7T*ae{eNH<McS1m{L_qN_>4+rg(pK!78x%g78UsM@$(fNEC?C^3Xy(8e58j_fPP7D
zMs_1SlE9pyf>2Yckg#sVM{bxhw16_?`wQGv0Q8*l9nlZrN(j~lTBfX*3PyP3h3SG!
zrGnx75U;pkw9q(Efpjp^BO?qEs!BO6ogeW+ctr!nqMDWp{_rRU3jm!<O-c14Jo3Q|
zLENDK%SkAHsP4p9fd7|^U~W(#6b0%A{R|_t`g}zQQ-|_XCP^epkw*oRUGYMtLC935
zk%5R;*3b+}EQzz|b>t3$D;cOLh+X0=Y8~-W1m*z}rYeYBhwC77CxPieSwT5e1!3zS
zJFwjmV4q<AP%n@p)v`n#U3D2*k!~1Slo3h?y!$72K^P^B3knAfhKfN=pyW^&C>vA-
ziV5|G@<DZ=_)r@t9aI)t3R0vbp**HKrgWroq^zc@revmKrW~glr&Od;q(lG>fn-3D
zpkR3lD>y5$5&|wPE`m9PEQBnKEW|97!|$FFt5nV)B9M+eS_#qISDjaO{`vPciu(7E
zXM{KQklwyI+V2PFv{pBFF*)C%q>wNt`sj-QjQ_eGD*05u=$N7A4PDSznB<igmwc~G
zK5f0xx5fAA!2^?1Sqt@oK72ZUDocvQJd&W#Ts1Aq&<--jHadSX+X>FQI~hOMq)o9s
zLb9cfA2Ftm+QCs>uMvsyK|e0F<!UT>S!#{YT=qi_jbD3;lM=){CE@l!E)Wn4b=>F&
zecANlmujdGggm?ByO9DPSXrb6Wn?M5UebYaDxCG-%Zq-_C_W_1iAETz0zvy_*w<FB
zdGbdme-r4v<Ab%Lc$fSN`_RGi+L5zQ+Ls(8;)9h)3dkt7siV|&r&EWK(&;8wt2-`(
zkD<2}jqkag!7nv5FeG=HqyM7M=BnU9nSit-a$U-WwyjWfT~bW(3{W7~^#I?oU$j1b
z`O-Do0~2c|@*c8H_Mou!0Z%8FL+_!$D+a%KktweZoK8IAWPkku-X26Dflw}r{EI=U
zoUV};ug|MyyJBFrd-8+xF%;bsh2v!VbB-yiRY7navUkS#oS+77+fS?T0(Sa&Z03PU
zf>ceD%aCzvS{wgP<R@^pxlk9bpHB$2&o&Y6V;(H-APj3O#XhZ(Jq*p8VjuVVoJ{;a
zIQV27#tf^jh>QMYi6b)=0S)*Oh!ON`?w%?V{`WeN8dr{j_U{%izkFgcm3wZkgtC}Q
zKIMSO`!C@;LZ^|TWm46@j&?6><<Jxuj{$TZhR!nCcFF9~8`Et&*J1mpPyOnAQYtb&
zZ6Wt7q4hRMuYv+hkxY?N06M3>6?uPw(_jY`Bp0OUR^XkK!=@idso3p8RGqAd`Ao!O
zR@<Xls1!B0by$tL8hmGezx8hVc?5LsPvkH1HZ>LZILkUJdd%P0R}M#2YSO7z)&ECK
zWn*Pz8%x^X9d@UNOPV)t%T|_+FezWGxNwRyu&5m`inz3n$o8$Nt<5a898Ycxlp2Qg
zGe8X3MQl07>I@U5339W3XF0M7annvIB@_V3W*My%+|-+C@yP<~1o6qr(7K-cTpbc`
z<&dY{HitUsrf_utkR~^oX4-~2K_U4J8ABvPpIYHLNKHrk4|49DYzyUT<slhZ<|w)Y
z63Il8v!LuX2?M=C@OX(ODyQB`0h!jdL3%xL?)=8`9O>B9*}h*%%wI>fWuA)t``9{)
zLGBciqLJ7s(hj#jk~%Dk20BAJtfuSy6>K9iatrA+a&=^$bjWBHlM#r|!4#qJx>)!_
z*@j3doFaO*(+?CsBUVM^So~q8AF(Ke?{!6Pzvu2Ak{ajln0_a-k|EWdr!;00>~H#q
zqTYMrbjQMvUJgYCAYpmk$9SgJe8Nc9vWJAI=?^F7Cd+mAoIt7ktX{6HIqh0$mmn;!
zuFIW$TZMSD+tdpz?-~3RqXU-*KZ#9SEp~;X#&s!Tc#FT!&}K#dROXg<@H5C_9T`(_
zd%Ln`81yfTI_vG9`;#uI>eM;I$Mr3xJN?$<`GJ<Y&3a~@M?Sq)$&^=bHQaIbt3hHz
ztT`6+4Da|%ScYlDL|g|CgRCB)T~Z)A^0OW#4aZe*uFYZ6%u3%5Z*@Q0&Xgg5V-f52
zcH~LtzR4g~5DCp>q+kGx31k`xG4^Z~AsQlI*e5CqQjkBjZHbJxV-~ZRFW(BaRHFyi
z$d;?d+|7PYF8^0wGHrGe{!Cf8$J_GHf|AYI0nNJD?YiK7FIlSSgKxa#zyr7a#pl)Q
zX~5f5NFa|JU%=0ByYZtv6fEC<<>W1_%-*$f@$%oE$vQ~n{e4wU32BAx@^DGp4d!Z+
zf`0hbLlT~#iI}?~oslO?JLyWnpc?ngI=@%%sf5Np%KB4J<}4pc1=4!l5hS4Zez#bb
z8D~!a5};mJr&dHXqI@L9nSjhCBf3})y>Y5T?hi#$sjGa^fn)`#ad*%ohF2Yv=aLTL
znBMV~-U7C>C?wGLWG0qoM5B_%&>+1w=ex@{z*6s#ypzk{FAKEi_Zg9QjpC=&dCeZ1
zH`~;I@()KWZaU8_8T~ibBZJBth{XLjx_hY*C1<VYpObdC_5M~eP%-9LHyEXls>DD(
zc4=baAO!~>XvKo0Un-((FK!eDt^M)^Q2bJBNOivEOXrtUs?uC(h}2VvADD-ERlxuG
zmwv#cBZ~aAOs2myEktlx$aI;6Ij4s}q-BBeY4?aFqU_JnVZ`1a&-B00D-xOB#NA`d
zdF09@DZzmTpj`TpS@{g?=`;1Y-0`=DrFxi5^vLkut+hCT&~iZnTO%Q)!F48cP~hj}
zai1S|CX4i4e7`hvM$<lJ&%sfRZEO9BoGFNZknuD^cD+Bd7h%e7ce!EjN1RTPi(1&r
zle9cK`4Pp5Dnxv>Eniff=ZFyC+z71jc2jlEeJz}Oqp8zFbo?XWHIwSYia?W}Kq)`z
zAtk?^)V~G6Ib`*{O5-Fo=wOK@o&lwK%q~Q-@;3TQPdQ|MRSx7O&}0Y#HCR;o*;L!l
z=!KJPQ|#>FtbcyLc~wJY7Ev|M5rYd^<Fp&b9ip$`3W95nkUl-pzc@D#5fQ#MJmK3I
zD4}mfE=v~WdDrwOC2!tqVUNBfSk6httxh4>F^LjMA3Af>fgS0Ovd(m6^Sk<<6#g->
zfrF{KsmEhr)|i857<ruLLSWnR{W7E5)B{5uI{87cAN@~<1fPP4YIdM!IL`fg(m#e}
zKUo-mz5Wnmj}MmPnY8NItA}CVDnt39GzMt;C6AdRMgOs;uzTnz9uZ*J8_WVapR#~D
z4(_4Mp+PU%L`M`c#yQgDOQckSPaIiQKoA!!axnvHp^Vp|Xe@~jpHWGX3}?+esyPjI
zNKf)zU%aVp%vfai2+nZ9>xkQRJbHMHXV(n=aohxKyJ8rXeZstr1IP(0RV{9mNc1GZ
zDiBLdAK`f`>D}r%H7a0WKInhkHSzK%6q(cxnO8z?XadXuD)zN*U)sBhA|>D!MJlvo
zW|S60E>H4bxyA=IkSDU@{Z3|zV!nT~m8}EC`E)k9`5~Ol{QT{+MgRJZx*6Z0WMcAH
zd6dzwOtM$N@b58j9#+f-?HLajcc2&sfJ*GvFMQAkH?WF^%9T9lC{<)ho+oJ33dx?P
ziF3{Reh~)?C7Gd;_O=AvF3-IwHkZPp5p`c%C6AExl^BRvNu>!@;>rMAeq=hNzW!05
zm4c1~(B$OKk0k8(<Y_VTo$xA&5x+)&!5JvL|Ey69F7mFT=ZWK?us3Xx^NQ>geG+*k
zlFs{==~i|rI^VR%b#1TMxNGmY?q6OzbeA0z5h2tIoABr`^65N16Bf13Ki%}(6n|)a
zR(@kg=0bSKGr|cJ-l;Ae=c>(G;|j^%9q(j3K5U@x76{~cF?(3KFiakU{)5VUy55wY
z(7QibKCN%BFJFrh)GGsU&tW0F?<9!aXnS}DXaoeobr<D8VIB$DwrcVDRW&Zr=9$PV
z7XMg1?BVNV;0+Au>d{oF_s%2bi5f!<wWUnuD?K3|dip9WYk3mmu%TSl6qJcyV7KtM
zgrUR@){?xhC}$$PU&Sser)V0q)51@BE_PnSUK_YG#6LD(!M!#*WT|=MpTw4~S)@h3
z&6}2nhoRu5Es}1j>1(2`>>OdBkFBGX%ji!0CB5uuTFj(kihPz4*)rjpx#b^v*GSbo
zQx=@=Wva-?x{RNu0_3L3q}&1H>1Fj$FfXGO_M&h;arFc-LW*D>-=B0pk_)bF33~9U
zJuRl2ETz~eJfdTFna~z@<zgVta}gl@gs(E?QsC+%%wy9waL9dNtfClvy`AjXopnN<
zWm4b1EKjh2L-MTVp>`}u5|_fBPu*eZn%^LBF!ASG_F(kLrl7fOqCQRy&99U(GkrhI
zJNw-N{I{&Ja=(*r$ywgJ!`puE&6%uWxiy)i3PHqZjRGuVmW{R+;xUz+iWA#oM{c(c
z0YFR3;_BYsW>2%e!+M`^A!f3Drrfj{Uw4VY%?7Eg{p-W_|7N1LI%rx7UivDt;`!el
zTRODbl!pmjQ74PEsW<t-l1Q{tgwwOqY|D{^N*a-H|Jj*GDK{0or3VL8v0Keo_{Sxy
zkOwW<@j5iOf>gP!T8Xq4&G`TFKq$&Sc-R&d+8LYQ<O^LzXvqS$ei~y(=LP9qVmEBj
z#6m1|ErCqp13AClTv11QOgylKJAULD4XUtN&=WMK#N}%-eXbYsz{wqCE<D^3z<ro<
z%bmd9M|ck+&A8YRXmZzcE2+89na;%XklilW-F;d&kKLf#&>mO_R1#0($#;aEw&tf}
zcK5gFTv}*+=GnJ`n0#Ycw45J=cx*3DRb`JkH7l??PMfFcq%kyRrtsR_`&AVtcdjtE
zwI+!ju`^uEKO_q4=sbYuQL72sU`dHq3#=!ELTd|}xVdTkJK(eZ|2p!^U&`0Y>rU+%
zZe($?nQ@bg{GK}%_9iPlvZ@037@Iw9y!H+xoUTrib?I-FW8#;rm$=s215d~jWJqM$
zP25CMlvK)E;9&-EZ?^)?@PRq@krdH7U{&U{h733Z)N0~#8R@f*?D^);banCRq})?-
z8NrvNxCTtI=f00le){<%bV9Cp=jlRaAC{E$k?;I}A5;}}Ik3boZ2?&~{sv#j@%v2n
zT$g7oJL~-+=CadH=yz(+p4b!$cvG%+sMg(tR5%9sq#3);RjLZWv*naiVrSo{`TTn5
z8%billSPx}^NAWyIpm{Lz-3(yJnnmQH4$SqAzl_7I0&mr+lbfM`+d+LoVJ*$yiv2;
zu0QS;pk~vChUkr~W^ix6<Srj&$4O+r@omsgV$&kjm3(A{s2q=eIQK&f`bwwt08g+I
zvq8+lP#i=C{U?xtfCuIEJJPr7m-^o8t%J4hr|aIkJ%TP(9p~VO?2$w=Uthx>_xokB
zCx@hp14Pr{>$+R|`lE+GE8h+bozTCIE+8=IW3PCz&?MKXQ`V~|`Z`dCI0Tcb<`L@T
zG8WI0dC6T~5DhGVAmp+0+-^@&xx+i1TO4DSrz#&34~Gq3`<9$5wl!R2NsILGy7Spt
z@aqqp%AIaFB^MEhQx-Ygg_#Q>!)Cm8Ef0i?vs4I55yPLv6bq56f!qUl?nGbhG3r1g
zc<#iq{Dfp#F1k_D;s!3?qI^3>#I*Jc*HIu3nVWfR{Gf~+n(9T*jz>40HimnkBR-1l
zp?dR<i;o(=(sk0lCvsMpQj&bBZQh|v{9KGejvk@lDm1ZnO1l51cqX45YuayYE5_!d
zy9m;kmbCqRFWaIo&i-=HV@$yWnvfa8TLV@xo+LVILU+9w{Dhv`mEwfo#Sa=x%-r+j
zW~@AY26mw<t)VEaJX;cs@HKZeu&j>>bQ&?%D7@yX85GcQESM+}G=NJyk@<8$VJK#f
z$pDYAtPEFB@U|4Ayb{H-I|d(parzd0zR0rlV7i;%5@d$pxjNM&!0}CIK@c+U-|>@w
zc|j<v$Fe6+w<kqkg3mYZt$y}omXO6?aRWSn#_s2<YdPLqU!M>8<$ohnu4y?)c!}6F
zZSAgX&~2gpm>2ST^%7QJ&{euKw#Z6EH;LnuzV?|t=D%@cH+u-Sbq-TwMFAe}g|ZR-
z$%n*Vwu4RX@abW4n;ko6SjZW+gQ#5YdcXQIg^?{?7>UGY^;9g=oBx|eB12lJLwQd8
zBA{huJ~nx?pPh9#sq}197Q{W@o3(<>O+xbm*d6KvyEkD)r%VADN$G=IiBOOU#S$&w
zev_k9$}m0?p#}9zu@WQ>mm(NW^J>HsvqO>r8--IoHE?=r|NivR5|>Nm#1i;{9rg%C
zR>I;dMmXF_S)c~_{VBMgYy!{~2wdaLh-SpHbBBKN#0MI>Pu2rS9@S=n`DdohSWnkr
zK~<h7+h>aFYCx?Nr7o4+0TNUjnj|d^1OE9s|0j$7CrV0jv@iw3UOSbDDVsk0Dt*D)
z!Q@@jK6%LMwJJ1ULHv&IRWzTefD$JAJ?4!<R0W@W1lR>}Y9!yWHwa^t{9u{EC+gi_
zl^{-jekn-X>Djfr^F`K;Q_t`4oI8jA-fAfwmU(L+GxW*&)35@yptX85L-?A!VHYMV
z3;${!ejN9~Rewfv*U1$4%>JlnrZ?&qepYPpULC9eq26V&-RO*OsnZyS{Cjf?iR=iQ
zF#Y#Q8KI->(Jj}`B4Ke``Nk@Tw2*wnPaJE~VO^rw86{z42jz(ogYmy2L{vz$RIK2s
zcQXYy7Vq(<xC5eN<ya)XAo#LEM5Nxfc|@G2Sm1NSoyE8;s5I6>6EKpn`lxfuS~_bt
z>)6cD%sU{?#pmu5m6JwZtV6F*Ai1i7UC+RBM{xDq{i}IccY}o3g1`D7+(EnZOU!vI
zf4!p8=~0`ZaR!k(Ph+?0T5k&{&cxhXf_Q>$#JzZLe<>Fl*(^Eh;`al%Vs7q@D=%O?
zizbwYaRd^@iV@pVGhu4rz=ZPgp#f{4Zv##XT~34<B+e|J7&~f)hdagErl&NKn3+k&
z$ti4M;XOF$usZ0EBC??M83k-O?~M6STN-wSV+{BuJja}OCrhw?tFTah!~L&Gk>p>E
z=aMRGZH<-5%ST7-;t3CSbsQeP!p;?RrkV$P+G<zXp3ahfT$HD#4J7Mk4c>qzk<EsY
zn)s=o4MhDPm^v7m*$mQ2IOaAC{1XIeaIjpOqu0}~^E^)Fd=8ZTwGqnE=S#Xu*m$w<
z_YAnMq$$|dD9{OzCS`rn`JGd+9P%>pOoK$s+XCilb7{T|Vhh3d4!o%5N4bj_WtnRN
zfry$mG9UJJK7O-^M6lK7u-0kNBn22PTQW7$^GNa)agQLTkcWtBnsoB#E*mp?4(G(r
ze0h?c*uM^r?fqT#i)-rT!LxdfwAr7#riCa*Z$h|}O^8)f{Y!)}&Zn<NQAP3jHD3Ya
zKzi#%tyE+NQeq##L0l&~w@4;Ib`ulM*zs+KvP)Of&Q3`DeR}k@htgX(6pB@)!$!i8
z7v$M`#bcv<5o5-%)m29-T<)itgOQR(iL60HUWS0>s7Aim?w`4HWG)n%&7?WZV1XOW
zQIA@lh6d|Fg&M<C`k*|x8R3ax>~DSz|Mua;!?MPfv-pR7VlyRs8CmGHWp8u*dPv^Z
zq~qpE`)iA^OTb~&UZSu`*Ulb+tAk*c-pwPcq1dlx%H9i)wbsoZfN95d90i48=T?8n
z-;m|#B-Xt5#gM?Dd4AVS-t*yk$F{tVLdVTXRZdf~{EhqBcP{M06%Q8O47N`og6}k_
zm@wl+3OPy78kC1TeI?QVHO#oQsR@gwewGJO>A@`I`u%nlTS?Bzk)Dlo6qN!yN{D6Y
zxWD;*m~L^_7Nq*G>gn5X{#wG>2_;DbDtAR&gX8OP79u@8J0U~oIa<?F>t0nG`!C!1
z)LHOla9GvSGYP@DF-L%Onlmiog@{=OLv`LHj#!2A=_X4nopCK~S|Ry=jY+UT+g+?0
z7MKdKrk<UEOh{)r*vJ?NO4N~3)?5E)!K4|5AzJz0taECH2Aa3Nhq&aIrE9mOY2U_8
zb50X*8_dd?h@9^)W@OmUC(22EN3>duTd7H(wxMtSkowzd*6+#3Xi+VAUttBu<>7JC
z`7Au@_noryBl*Aq4FP|w^V<*2jE(kh3hj1p5$78r_sBKYFRyVMK1MC2z6zR&8)TX$
ze{U8rn)WttV4cp>>pyI+l*@Sc{$<UoIDAg);>Gh$6>!90aA2J`V6A^PC>t^;Yc)uH
zkAcS*{7)vxWgO-<*g;xoMd_+0A+{+n`!kA5ku;M`w3k*!lkr`vIVWXh<LyRZd=Cv_
ze;ALS3g^R63>AT_9;-U%Kk@Tljo(72DRk!H;C`*`7i(XB70Jg$vzri7brGOhvs^m4
z!{?vK={Dx${ED=`JI^K5HmxvN#$K1CgSQ{x{Rh36X3`@(A+0UA)^GRblM=TPIt{v|
z-(vXiA1M1s4mlmM!J+|wh{t?$OB21H(<o!pm|RFkPN|8gM~`VeNnVzyAEwhye51#a
zLi3RKRk@}WF}#-d_kuFcG|B(oK%qoCutZ&z{eXfxlYX*$z`;c9mzSFL*mYDzhQ2zC
zMss#ppEi|Eopg<ml&S>*+i>p=)tP9%Ah}Yp+}4iwo`#`<%KS&EdOBj&th`wRgB&iy
z1Eq!OtkjrB1KZkpenjq$lzFMu@D8!&)8<>L0I_|me|1*weQr~5mVEsqd$@Xs-;#28
z6P(tlX9UhZn2@&5R5Isyi*s-|Ux$wdbLR?1)VfbCC3c3Dt;goy<}BT6shETucf-Q#
z7+vyY)xB(bI-32=G$wPa;$u5V_?$Bhf$aJ>MBjai1jD*NQ71m-zUZ}kt5~1bjP9mk
zT(?f0^#%qviW0iz<iWL}UB*x7>FBK7bZ6^pGBK4;ZNv&e2Bdn!(+i|^#IfZid*JAE
zx47y1KJiDZ{YUDz+aPuO;9J;Xbry{a$3^OKWaLDgo7VaR@7vPf-TvBhIx^c7dkp2w
z2&-{>vYdm;`is$LvN>JS9%+@c#p;KJ{OKU^PM>b7It~Hu4Hs;3>$jx=!oPRF36#KH
z8v5h0_Nlk4497$2OP)m&ma!0>i1RJ?l3ZL{6Fd9C48AZ47kI&KAxd@*@x<yNRf}a_
z8(ODer1wXqu^%YejGH?Ll7D1dNyNw$*ZMC7iE^uNN+bl&kp$+cYOV#ddsw5Rd`!4}
z8}yalH=>F<gx7?9yay(Km#~m<M=X2i3GwuppYL=nW@?R$gqZqb=m<U68U1{+CZAWp
ztXUJXqs?$qu-@ewNH0+2CLHFr6SMfPWALR!29EgaqaXe5cMLzctO5D4AxL<b8D&1f
zA&Q-`h1gz|t7m7$0Tob-lZfyq0s_J(#C^AY^%M!xiZYw<alNpa1`|IiOEfx2;0j#1
zOnu@VNd>bwJ@=aR!pv!Eoh}B4ak5dh!>1+=_Q=1ke0EX3l!S$ON%^xpkU;!THrBa9
zcZFwOscxwH0U~0N77hO5i-SVm<k>&Nl3z4pKM0JE77N13qPp8rj>)?Tva%Hqbu<ge
zItHKySXkS5Su~IYo6<O7inH|Pz2QY#=5r>wa8o>PTO>Y1yZcrLh~;b~1;7){_OgGq
z#k8D>5NA({l)8kT8WM$eX65S)>t_f{$rles(QIu3;+a_0?9!_|Mj*dAkr#)ZRrV$Y
zosU$-+0u+W7Lp`792&C3g{rfxTAN}DH(qA%c~X?O3=E?R>?_bkU;oaiF)}Jz<E74p
z;}B!bv=`6?@)XR3=Vz{DE$-xUTuQrITayzCP>huaiuKVv;wp@n2i2%lJ_S@SX@hVl
zZ?k!e>yvt`T6{eQR@}Ol6f%;;Y-WYcer}7UU@GpD*N*0;-~k1A(`WmUOrwnB7#q~p
z<z%;Nstf|6RI{pio}|1#zG2Ufm;B<_OHO(se`I4;&3yJIuW7k`56SsuIOFyzV&Fj+
ziL_xodW>>tBr3G`yO6bsA@-n^;r+4yF3^p0?1|aY!C}LRHKGmX%}H@XEbGeccp7u^
zEq}U3l)MJ2_OjcLTeXsxl5Ds&lYJOaypxyKTlEsFor5IVGfPtKqg40TK+z}5DRXO;
zEARq{Z+YXS74kzrC>Fh}=<YE2uykI#Y1Y&_46oYat|m4M!h}ph+*oyCf=V^<Jx>kI
z96w3PLI=GZ{;w4co19S}=>7^g5KFb|_Vi1!id1_H#;u)7nXjwORr@V7O5={e-A*Nu
z?zk45Soy2b(_Y@*f5>8s6m1{F$(W0h?73-_7U8z^_fBo-0OTXL{2t7_PE)jhrMkvO
z{peDr4GE(_=t$<vUtN85&1ya&E@>j{HJD+St<yQ1%b&}ZTjapqrlWE;SN1kSj^x?s
zvT0MzmjC27m-Xul-46aGAydthnh5x4B5vcqhnKpSc;{_g4xx^<*_vcyvDQSSk^vmd
zH0ir+N1_7fHNV;$e|nwW*x22(+1=Bg>NJy2P^$9rX=r*YuZ|&fM8m_#Q4~Fb7SZSL
zHK|;|elw#CJlR%Hst``PQJ#EK9VJGZ%WQ|LCf-$uc~y|eCbomuL=CcN*{OvG6+ZFZ
zz_j8t_4Kh*ppiUuG2wb3OtU6?6bRltjA$kPa$7o<)`kvPGc?5g;S#{fx^TELEAiQ5
z@MWsC^#zZg1sbwo$SaQLEZ+ji#^T|<SwuQ4@Xqh8S|lpaYCy64m|ZaRvvwz+Tuk;&
zO^v`~LP(^&X?ILp(>QXTS@t};%WQ1y^}rRau(9HaCEcM;Jbg6q<K6?jsjV~G!yXDl
z#Dz5+>DD;n3<_wPe2SeQzGsN74-zJ5&Dx@Fc%hn{I=YH4>8UCB?@aAoW9kK~xTUt+
zF7qgnsIWDeAcZA9SA;@JEDl?nh0v&(V=$$W)YstOr8O0AmECPWV_s0{__>j>sPnP$
z>*(3uQK))(d(GWo>L##@eOd)Wsj}d2W^=>m!HitVa^B30U4>Ke-s>aVJ7sSx*hi<c
zP-g7Wsp;VDS;XjPaK~t7e}Z0@RJtVly%|;zsiQf633WnBrJ&Zdzpdys-w~Obtf(W|
zZB64s!7z#T_f*u{Gzfmwj>MVkw?P>Z3fl|_lC`^STlO(7RRYF_hVYjI3EgGVHZOB#
zWMW)bl?Hu#Iq46_5&IDWxLuTGXgjmWc-P-iaO(_i$$Plx2k`T3*IVp%6VR@hb=EsQ
z@BXE3;+i{;J($f~PbSz&+NsY&%F7IJC09bdeJ0O^0-c5u=XEFT>@_C1h&kuNTbs5e
zsvgG{?G%;2&Es)>aNa<yP9OYF;Heo|%A3HO<EX`dtbE4M4D+@n;QZVB!(NeP(ET~8
z^`d`t52g!7HM9^J^*2nT+jt1=PPpV@LqJ6+H-8$RVtaa{nq(#3jgRX6SxBsGbLhHF
z7S@)&()#C1&SkCAW*^d^Lyca>wn2?AFXL}K4)2LtN#w;L2t5z;&3sIP>Lr~+yVUKG
zam*G}t=&t}$3Z)wQpR<uGPa6;dE#&O>dQ<kP_uROm-~Qi2A+7u*@mc>n>1#)Sj@?k
z=(S=ukx38h0i^R3--Bbz<qv<i>qsTDL3Ue6;dIb087;T&GQ^D?tIND@_AIQt$pN}=
zMh5cfR$F!8ge{?d7p|3X8Q#hc=Frmlar;J~!PYtjvK7+hrlAS0t6>$IpB;ub+Go<M
zq4R46cb(X#r0E5uoiVvGnYc6-Mx!*TW%`M2gn8|ovnIG>1oGx>lCXW+)s}Idw$NJc
zJeejo%l`a{$LQ=^L*>+NV`~Cg<6#H>!#D4?zh%7H31MSrK<1k%bRU<SonIV2NvvyC
zn|5`=1C<nd?x!#C)f?Nx*?9_8a<01dx*?%K+)WoqP&CH+YG0&dYi@Kq5$+;P{yf2A
z2(}3&30zor2%Kq1E}6r^G?KFZDVvaox4b30CiAWTQuYi{VLdk^v%FiW*q1q7e8<d0
zO>H~9lBCy|-U@__TfDu}i9V5lER)*fhcxT69Fud1(CxJ5Dr)h3i2icpLB{Ng$P;2g
zcv9xR34WQl{-Y6>AK&3fDp;8*j}VJ=n)Z^NQ9N_0(DEbpqmg*xkC^41>vG#CciI~K
z0cP*I2Gug(0*d|*O7A1l|0(<^^Z!%GlYbr<x^;QRYn+G;lWua*jWT+(=MAx6ozv9t
z8jUdI-)t#@CL5Epve!c6U^=Y57B>CypS%R}ii@j}$81ucblI6)nQy0!S6}z-B>Q|9
z>!ublsJ!G@z+FE*m-0Jg^u=_60y;&RsV9}MDI~2o>HDQm)ew>+rilJ58O@BLYos!t
z(;QtV9;>9@E??*7I?-Pt$|bGNR-+}dL!VjLp!X_{V@!@_r_XE;UiX$(b(8_BJUX+#
zuhHrbqeRVV)05_1_*k9?Ec6qIOd4B<C!?~+xMT2mzb0Xa&Wft9C$ACbj!x2(BybXz
z>pBgZ1%{n^x+lq$i=QKp{i)TQu<Jg0Mam%bK%hOf#z4+ahQYZCewl7B4f^+%wIaEa
zj~B2E-dpe8OeV3K8oX?43OdR@&fr$`yZsa0Y-kv(-Q?uHgPYK}(m2VvI3mOy`$<Hc
zW(bCBzv&z1zBeY^bI#*^Vr`-S-SH@8oYFqcf(Z6HqKw^&i)7k1_l^3%ZvV;ezgrY-
zE_ubXLADk+>JHhq38>by{K{N{LBQN+%;Tp49&JZmsD>TkvF2#$sbNXRjF=Gj<kd;V
zcwqbV?me8Kw(`daqxJo23P%4DMFt~lwWdxAqA{Hd#~hnRaIgIkiShBD17$-Hqb7$u
zlY$<RqT2AzW3o4khGU|=AG-`NFD>oxcRpUJjQ%|5xTi$4Pw~6j$=NrD#dtfn5A(X(
zt_#N&ZzppN%EY2&5x-%u(a1aP=Y3iXy6Smr>wwSA`P;4Dw+Hl#R8ReIHxW!%E2*W8
zQTVCzSE+H{{i6P1B)*@|0^t5ytp2lSD1G7C<e#QWZ^nGPKH}+=jjC_Y<VgF$wmr`2
zc)iALm<I{CFk{PQ^}P>Ns_@N2_V}4~X>%cN@JYn1kCfpH+8?iCUE_7J1Ca>kAGCX<
z^|KBXL0}h1w%-Bvyco^vbH#1S25hImyv&NXicl*dJ=F4MbXKIC-&xoW!E=w6v3IUJ
ztDfh&RlLx-Bxlf<r0~3eL(sr4LX|&M)p@tTX=MlFDG*CVJn|0lLBIoQSP6=&{e86|
z;YJ=Le=#$VPQEJCpLj_xm5rPtSfmizt?luQkNG@vI`9v*@n~csSMO=ZX6pOh>mVsU
zYu@|^)f}I26mtGwtaIx;-v)PM=6xG~g$q=;R5T$>wXs>}EzQmt7%iKKc&v*Qz0tF6
zEtKnGHV$!#%GoS|L&!!yR`=2Q5oAuNT9qvS>OQOhWp4Vmuz%7#;`5EoRy=BJYuJq7
zmFcOks4NK{X}4bN;Ck(4i4NYIJoS2=v`*YUn<DB!^KOwFK9-JIG_|r6&x!yQ5h+9M
z_)gC9^3;V`e|2}vVC)EMCQ4THqq@tDu{nUWE&T;L+tcTYL2AMdtj0M`5JEogcT=Zl
zv)+Nh9*Ub+`Z)w#l5~x-?Zn?^E?rup*TlneWmf*YjJ2olD$4{_cj8#8I|?sG%kS2{
zof7J5GhBQ^jVoJ@GoKBCF9u9ajiGy8c3~+)I6L^n{4?$O_*Vybrexo7Lc3q#I#%FK
z+Wn!qx8Evbvgue9A%6Yetw-tcaN};p&FPH|)s+7j%0{1%=|yPH%{%f*E43+gto>N2
zx=FgRw)Qnqso1qr4|1Nnb9GvKSybk|U87jRtO?>-XfXGFe%d=x+lg9nCdn?o!OBrF
zo)>)GigE74+zPv6)?LtL?SWM9jP2fPE7pB?IV0|o4npZPZ;X^?X$2WyGj_2Je)0-_
zM)a`grmpEjKo1;}{z@puTQ_r-`AV^aT7a+fP=dDeI&B`gmJZ`rRs2svoiMz88D;bo
zo@Kl-#GKgBAVrJC+)S5!&&zwWY%?Q%?tgTFE~ldH)GR5B%M&8I{~O7;$<5VVI?QKJ
zJL%M^!(#D^kEG_~!G>>+9o`!W)<i*JZNS`WCmmjRC-okn$rZ>Kf{(f-%Qm_<73nLS
z$e%Oj=>hM~jFS57?)N_MW;l`8<9E7OIr?KbjLK9vbyj_3Zz_?EZ!hF&JxeujWDRAz
zW^QfopX186?t)xlk}Lwk%L6o_)m2<289ZiJ<LtkyT*V;ge|J_ww*{HvN%^4cqG`N^
zkrQ{!(}^6T2K6eJ8&eA$R(P(=uO8D9exHb|0nDmSm1S-LtJ?^EvtdPUoWHwegs;Pm
z4_R%T3M0Ij!C~q&?AA)&gQuHzT^W(M?H%Q%ES<mi`zAK!tsDG?${+fRun$wCzvRuD
zUD)pWM_4bWSl}99wk`V2(=FQSH+eL%5T{i!2b!19+VS`**eoTYkHNil7YZ89=QdO$
zrHtC`2=jD}OfgOu51zsvQ%jqh8a=%Cck`0G9Ozl-t~is*&27SL69-uL?EjD_a%{~<
z9lB~@Hx@y&^?vX+-h@+QMrX!gipH>an&;Rn$$wTvef(B9RkGb~TD;2{XTj*#vUEeR
zPrA>wk6+G&j~OzlgCQK~8cRvBz>tnUj~4ak3wzu8mYThg9*qSmUn~20NVi#qh-n9G
zOy3&KU@VXh!|<~b-&8%bQ{5+84G;e=&6x1~SJ4jV6x42iyv<~w?L?(LJF60&@3p3A
zkB26TgJZ{++fyumcN&+6f<ikeUiE04?yj6W7~{HJi`|tS(%y|3x3T{XiOk=0W<N2_
zny%`)STIs^kMo=^;KX%Ic9Q?1cWfIMagc~v#pi3{3?pb65#%GEs7Bq2)?EO3s2$q3
zaMoY)cx!dv3p)1Gx*@&8Q0s2#&l`{3pNgHy|8srVEztMVmp+QBU3E&R95TE013&e_
zP`4C<xoYgBcwz01c}I^g?7i}?B|K1&bI56zU@%!!LmE9<F+PCPZh?y(m9eXnl_7&}
zvB1-?V8`X)45xD@te2}AgeunW{NqYn-6Oo^=SN3Ll-Bh0Em@}imyb@~Z(DA^*Ew;3
zK9ZEns24$JJ>0*`I8Huh_3!g!h6aTq4sG9k*C%m`wk#8+II(=y9DW+kSwO_qAvz&R
zx{4W+IjKm))&2fxq;C?EuDR?*Pw{k1j-7d#(VE74;wssWb*-D>ww|@RA?!G|daTPJ
zIA==yxPMZr>=)ECrjj*q6QM2ZC4Qs%HP{EWzS4}xQqd8+_b#2F&|LC&s;avBw_biM
zhBh1E$Y@%tg$e_mb{ww5KWzc~-;&oYJoFSqnjUs8n3FbNy3ReC>{It;?OjsoPCRw_
zCT%3yis#qT$z<wfjwVyFZ779f*(NodIzI-|Tlb4XuGg9-iB4_IKRiBRtx^FozfDt(
z>Tn^018L*=ReRqutaQ}Hdj(wr9U<F3&qKdI>onbK%4o|L%<FMq4g7nd)OpQcwp-z2
z3(-M8?~Zp^Nc!^CNBXTnvwpLjGn?fp>DLrKFE3IK(Adn4Nc*c^Blm&@>1cyqsyHz=
zizd2F+38UuR*SCW8Y`?t^N*by9WS1YG$}=w#*rQCfJn``^}KKDFbxlR*(FOhwB(W4
z;O87L<q!t+bmz>|_)4bEVzI+a?)MN%6@Cf*v5kotPa%>+Wy;jl<n-L^9ZariQ*7C4
z*|g&xJ)G?RxJsIK>UWyr!dN78qKDm-joDW3>^yr$U5eQ8mL*#T%lJ7B>suKf-v6ms
z=sMUxr#ND9sVCqhfG%UH&)I{bu6#gW(=yiY8$L#_cB)N$dJs^xSU{2Z1&Q^DA8(g)
zF+1#b`J+ZLg&l9E@dLMq5z=i&>{ZavfmG8-ukbEjWN(dGfs*WpHRr|W8}jEz1$7rL
zV!76Wdg?AYSDxZ14o$LA4q|m_y`sSYg{b6EB}Sz7n$#~peLRbL6-If><psa&d>tS7
z%@dA2VWGrUsAnFs?>1BQVJP3#g+x#HpT3xbRc*`XXp}A+)Iu*#1Iw~Kh8&Xy1J0cB
zan#inVwbMm9&X2eojt#Y?E10)zLHUhUHIdh7Fl-1PW{T`HBa^k^h&8xM)IM?Ni+xE
z6V%&HY?5}D?3Tz969!F7Y{b~<Ojyo|+=mat;=e<#jAGqxBB*oLiiS>%RCSYr;eI->
zx{w5gi&=RX@>WfiP>9OfB4{P7SW+1Ou0ihZLzq!zI~0_WVsPY*)h8)Jq#`y`gmbD~
z)v?sXk<IRpf&qzm^pJB&OOo$?j&8UdEldoPWd5*dk}>i$PStRdCX~0Sw!nidP2RDN
zR1fphwEJx>?9Vc%1$ge_5vi9K37dIV6i*Y9cKrL6I8srn6=b?U5o5C_<W)>hrcyg(
zS$s>J0W?0r_|stH+?JTiz}_`!5Rc22T0)_6%KRW!3djnK6;Q*WSmVXs?}940b&vgV
z(u(&}Q8GwGUOORV=J4x}Xxb9KV?q}}?n>FTnQWzO(lJqF_azH=y)SYah`)-RGUJZ#
zKEdEjk#r^QS^sAfkcyW;l*6RAd7$z{**bM#a0!kO;}#y-yGA4%i#ieMMk`)k37o26
z-J1RuzaDcByx3acxpRFYImP*^hWg{QgpYk;*Dg}SH0bR`L866NRh4VQo!P+OsqpVY
z(=r~nu|GYpuVq$Y=CT<#(lrhC$ApBiaCv~ZU5Rk%a<!Pfn|`xU-29b#(0@Q1zG$#7
zwx}H+a-84G_1`0S5g?vD&1EVpKflEd>9WIk{A7wA2uwcE*7iF(B(3Lsbmw>*WyJIb
zrkb@GdK;r{d$^!LQp8rF=i8u2q3Aon7LiD7oW=IHdFYmCcH!zU1-}GU$-hSSK;(8~
zyqc{eKzrptKb4MD#$K({j<8fSWX)#-LVVigEqwg;WvANEbf&w#DA-<6gb?!}SHD+c
zhHUhkva!$3ND4a}D{W+P{p=~stDDM+nCqE4W@l)Ba9F&@gz%R^TcA#-vF){R{j$M^
zWZS%JQFirY*m}HK-QPfulByDchwjbq`UC-}_l0T;h4X?%PWg*`Plo;}Px=#oF3&a^
zji&7b9c@UF?+SQiz}5!Bj6s+oUp9y0TmxODtjnv@C&|Tk)m<!FNG5Gtawx1@s+*qj
zmhEfne#VKfn#YOr6ZREX&e~yD|0}Xn;T+gbW_xQ8=gYkL(`mt{vHvi@1iSeYaA>Ox
zn&AvTg+3Q>L|Xnx_|vF%YeYldbcOM#khU%v^~NDKl7?}GJMD9M9emYs)ie}Q#Axw9
zti1(L9NnU}n?Qiz65L$}cXxMpcXzj7fuO+#cXxMp!r<;2+}+6~``h2y=lo~?=iFO$
zXR521)xCPEmrPOb>VBTdv2N-61RsQnI_L&t@;74}?bVbaLq}IJv^*?)vPW7q)h|Mu
zX;L_a2@FdddG+}ay=Q{rzw=Y;<@3z3qB-mHQSJF2XH?VtY=wTaM$N_V!ke|RaG44i
zyM}gXxX)Q^G#KH;tRFQV-D#hS&6W>^KQ~N%k^0VrW}mboht%<i%Vv?@#|>A0R4qr<
zd$}r>(43wpt@DthA4oPijfk=(!Gk}~$^04b+2F<v9t(D}!tGfym;Dt>ETLr^V`H$0
z2w{InIfE`q`8B$a^T`Q-9liTY<PujshEL>oPRGad;r;w}YMfCOwkV~R9_0??>$&_I
z)Y}0lkJ3KaG`impWj$onP4>h{g1;MG3=WBD8%!Z|vFswWW|Wh#O3q92J&Y&zCtN6(
z(I%qrx?V;OdI>bs&1m(QrYj#0>GjrHZ`r$EmbBWXqXHl{xP^Z5@l0i1h%Dt_p*kAE
zM4AVx|ICwzlV=J#5fXTS!_i?xM3+x4M~WHN;wr;z1eFY`>K2er-;JL;Pw|`1yDk)?
zw-cnsnieb%NCN>=l+iL>81%bT*6!3j6;*HBMb_1CB^HK({t^UUyQWW*bz)HKEOUn}
z6H()X*JA{}T9)(pz3kv71?5pun*0uJ@Ty(W?k~$<sR5?i0TWxgkuC%>=UIl@<|vl7
zbF&wU0kn@fW7n)gyxPP2J78|$*AD31`7FjeUE^p@>|<39oW>2%cW-dZF*SK>x=Y+^
zcrHDTJ#I{8IfOrUSh-<R%SuyWamm{`R4wXzgz=moDj?xy@9>u|e6HIEgCSEdSMd1S
z<QR4QHUn-$_b5srH4%z70%&b^ub=I$^;ejeY*KmLWrt>buR*#h=KF0EZn>jnihFiy
zdx3$K=avo8rTX%Szp;Nq9}k#*yYtjkfPh|Vv0kEiZm$r4_92*h$hi^1rD3JNu`+vx
zIW}UGA9%4mgF{r}!jsB``}H6*{sJ5s0s2tT7<Vq&O<OSP7!7zny}+=~APthMmbgCH
zc$Jo<*VRTPA=5Rp>WZmjjV#s}tEMff%+4-cy7*U7=7F|`<}2z8wWI>If-<TkR?Aj{
z6i>JoR|Q7U$74vPUcK6c&6$Qq89r(}iLx5+q{}5qH2aPQ&$ixjHHNe`qHm}uXe;mB
zmpu#y!er@HR9xol9Nb#9$zDF!0q9Ljr{dy@Qy+85PVSXg+Rm3L=fh~}M_!TuntokI
z-s-**7}CGmBK0v}C(i^nW_^1OM&$cll5D!aCOKf87ivNIiSf7MJYFXIfzL1eOjd0Y
z*ABFoGTAU|-g=nt``CU}&8Vtp1dX~7`x>w=KyRtrvJ)lYm;bW4G9F?-kup=#giE)S
zTIMQt(PnbAlB74c_Si&LyfKI|Rg8Qu;7GG*G1f)<^)&x&UK99AJ0!0^h;YnK*gkdb
z$v<B)6M)<)JBp}Ut=XwJSA)e5MsB0n<JQARQ15TSkVGGLy!dn319#tI`go&3rD+Ju
zUZc6KEW3eRK899_cIoF~V#~*PS}k_>mC=J=so`)%<jiL<%k@%SdF3SrUJ$7=hmGcT
zORPRSr9h#q&a2G`#QJkBg`nYZHNlytS^6%g`NOGL`lb{T*ViQfohEkQUHkh{Tu*Ag
zA{51x<Oz*6%;I9}NdKD}sWg7)v9plGv(=~emnWT2<~BHPh`2O&+taEBaZv5E4O{zD
zK0$>RLsPb^!D#^+Y-h8#nCkE7z6JeGvYPk*SrCeF?0-LIuqCY-U3u8}>Obz7msWNh
zcTVWHc}<^a`#F)%=`d87`?=>EM>DHsDR?t%?;DL@!npa|?X<BRD{DG??aABzKJB$y
z>!p6p-S`HZu@&+#W_$GW^fv3a5>$C$uGfVbCKSi?s%m&mMfB?Q@LFYq-DL#=nN)>0
zj}Qr_9^y_N)FL@6_t?z|q!#I=NHQtj_=chTadpo1kx*&S<4vd`KaBVWwMzY+jQ`gH
zm<KHMK2`|tQ@f_uR<Kg{Z?6F|ZG}IcP-ZtjL%nFS(T;7{xyRswhG>|N=*+t-33!pm
zw;mYMJT4@MU#6gWBJfxzQ?@JsGDTasCjrdIVp*BPBp@;Q$&^v+)=!FA_S>>ndm-zt
z;VuSydrdUDATA3ha}wPdi8O3WRgy8={HQ)D<q_kbqxC0cg*c^_=Bybivhj2E*iiUG
zP7pYNrC{tJ673{EuqGl?k9c>F6XAaBL^@D@O)ZlxuD%oNuQPl6!gb^2f<t&x8xwhi
z&5ode0QQGjOygi-1`omHgU{mWA;_BcEt|aHucC@?HwfgnX{t$l%?;1p+a;a|>OW7`
z5bZ|NQm6yrl_}L!$1YPVM*^(9U}qyOb+17S8`A{-v-))oUV7rv#$s+eaf7pQ-vCd$
z>(6(M`|dhkzi6cQ_<YXct&1>E>FVar8VxO144jwE@SmQHyg3Z2^nG7zC8dk@wO)}I
z&|)g->5d1J&WiJ)T7BcX%2cGyCTZkjvC(1r#`Ce^rYRN)b;mw~wt{z6e&Wh$An1P<
zD2^g=Ss5R6RTDj}mst<}(kSa@G=4lvPub_+0)+9pYH12=%6E`UtxM{-2v;FYL~b1F
zrGyYteF5M2YFxUrzfi*v&kh@a;b+Jdud8vNKm7^kY1>il=RVEr=;e(z)nP}x`Ls91
z#09O+%w;px7n+$Hrqu*8Pm>>CGRMw>+vLq<$1IJm4U}(HY%e9MyG%{mYYc>?y`Uqz
zisKM=DOw=pn2^eZx8ob|JN;lc#MwyRGJPu?*pjhipV3MeVf%)bQnBw6Nvfw-8|RDV
z<(8f{$;!^wSg5+3l|cyuB_~&j?iHGj*8<2Z8l1+?=Gz#WuFhrjYq+KQ45qgQA)K_<
zX*fx8Q98bJIejjB?R~J)Fy41AvbxM&%oNkp9nFQF?)s*d_l1KaWY^1iHPPz@Bh$Tm
zwVUDVA~Ok35_3JV^ocHVX{mUY$?JOcK7C|1Zb6MVzV&46du#Ruff%%6dp`#xKIKj1
zUuhgu7JdO@EiJc(iaPO@U-6uj=`-*L9?RzvhvA9pR!77BDw7q!ABX7txd#@;vz-{X
zoiNp}mnwstNc&I_*_=DevXYO4A0q-|e|`noqlO_M^J(Mgdz2@6JHyX)$^?3uO#dt}
zLpT=~HBKk^WLlhVgs`lL{Thv_{sU-zg&U`+r`PGIAoUY(3)$L}=^o+dfS^VNCn<H!
z^KT`c7xi<tt{uvZ-pbKFcN;@M`iCd)`;ANdA#vbFM_Cga$NpduUB|6>DETfM?UEbo
zC`Koabcg)$P?OOsQDPcSVT&dUd;Fjf3wzKW<jnaO)Qb=Uj0l;WHbZ(mWp^wxnTGtY
zqWX@XhS5flm!X_Oz&sDizIFs!zDIa)?Qte%S!SPtTP{Cc`9bjX*|8G+hJ!sJhM(IB
zf4)4Gw`-4{_28LT{>tjs;W5*e>-dYaQD)RXvrmqvW{vStw^EZ>s6(j3C+GErMk*}%
zpx>=+na5DI<KYQU#Or)!%bQya{g~FwBUKH&!FSk=Wjl(NgmzX#=OYH#QEL+t>=av_
zDn<th_=dnXOKI0bxuh}tbH>L|(fi2Ko--9VQGzwN(1bDLM!}W)Y*}^#jQ8y18+l(n
zVZ?xwvP^{!rj#PVir?AJ-tf@uFJWe%b|%EGe7=g~CyL7~@8lc+<q#ZM;i$!TGjm;E
z7Oj{;^(&78d3C0RfVp2jB}5v~<pwq9<^hZWte(-2ma9e%K|T5xEdrc?1K+7Tzq3Hc
zm7INg_q9CM<tUOlwkqAK)DvI~dU=(*soF%zcG~k2M<o3@w9HwT$yHn$q?8YH<<d*K
z()W9fdc2b{)((=B>+Z1zrJ3!OyK)KgHuBwHzxFY84C#TTHtVYz*<P2Oz;CbY{Eerk
zc@b6El_9dt@K48i%gT$@4&;eHwYG({?7ohSERi;(A6KLwR`_U?$fcN#MNOolb*Fw*
zc`>7oR^A3AWC+>u6f6s!NYzLUSHacL)EFkPFCnq`$Ay|tt<}iGzpeo7Y6aGp1I(4|
zRDx`sV45;U1CN-cDU{a}VtW)KKg4ImXYjQ<7|5k8@1wtxV9zzyC83P%(32TOA7J{^
zBNwKLP8yyMpkU+Lb~d4=Nzcst1tw+h;N13ZuTUn-66kNgC0HyyO5J=@y>0x4hp5kF
zYrR3*CRnswK6uoUmR3|{H7+^6w$ec0TCk8}J6JKZ&_uyh+FC|Io241houW4&v&LKE
z?rgQ?8WElc4@<#ro2e|*bi2`BIG=`AvxIa#JQlep>WuA0WA&`Wd4R9yK3O>-dAqRJ
zv>;;i$XLPq%XqvB=T?Wwem}D0xb1i>yweMz?)7A>FspBZHdyzGlJz^S59*8v@|f)8
zD#sWo{}L(65j^qUf4Q}Fv2cXJr_<R>ZpHb@S?>3|-SNDeuJ(MbtM+`)QFgZ)u0i$J
zux2Wf@X=Wt!3!Zpw;gzZ-iO{0A{a(ya&lM%LljvSL3$apNbH+9X)<z@TJDAM{Z~0|
zsos_Y_wm+vyN$>7taHzeeaj!Nf#>K3(EQR58baci=>w+dL*o@8(;??D_%qtJaGxAe
z2q_>@GoSIW?YEX7wAy-p>1xvkU*d435ZIPp2)TZNA?6Ao<SOALgNQgRn~ZydO(AF~
z#!zXutugVAqdk!725-#IYpoQ!FChnqR$GwAYW}`jWUV^IqU2<SOuh^*#Mad9g{pxF
z8N+I}@T#Wk66K@%;ik6uCT+sGvl67xaz2^St)xQpta{gIx}4i#`{dcD-$AXWZ<1A$
zVv+llt(Rlo8d$%wf^Ov`g}+RlH)5s#S|j|@#w3D&tg5j}RxR1|c>^Q;ryy|jQjPGt
zHy|?sZP8$i#xPh3Z~iyol(=&86KWxos9UVl>1o;-_YB1?Z%Uv)4i|X-q7eBvb1|C_
zEbN;n=)3lM_DJ92sW_N~X<{)sWSj~=#pXiJq;w-BXe}oDHJLHGll!qp4W;X(u4!3>
zG$dQxlk99t=<C)&Yf=0tU}7(tF4#V~y;9x<=VTWF3$W6ftISZAKToD|rI0Q{L?Do=
zhg|8~t{$rx;ge@wWdvqqX04C%ar)VM4S$BvMaWw+7Kr+sUNAgt-PYLN-mo^cO4XW&
zOgO#nQTmhvK#<AQ)h;`izNp~K8&=8=g2mD39&Lj4_kpK7(}$P~tL6O`O%<Ztqmtqn
zdnM}^)ewf<F{Kef;TeD?-Rg!>{h@qgSr^k25!zonFYb&=1HKjVaK9PLRE2phdiv}e
zlu4xjRWLf49=;31)gUV0HhquBISmg_S0wfD;J{wo;O>_&KqPosdM22v?qM-JJes;3
zzfF0V1Z<p*dg)qi8`V0lbaq(ZnL3?EN9|E<1fs5=Y|ZLru(nX;Z$GyW0;(ShwA>1|
z_4?6V*bLdMxsgZBkn5<fjy*-90kdpfv>t+qCvi)Vdfcahr70s~7g+)Ep$<%e4uO)a
zB$5xOdW|ja<?f~GQhB;b#V2k(yWt<ia&VFCf~yw2*)0b4sO&b?A`xY*PD^+|yAhAZ
zo>b8=r*X-2&0btndDjdmHG68UcgAQdmD;kh@Iug%im;9HHi0Y@n_FOndwHy*>Wn>9
zF|5gOYz|jPLa4`_#&W6mrqbs=eDQR)ps!y`E!b#T+pGMqR&ydb94;judtrZeF7Wdz
zdbzj%U_m!piLqH@%e05L<!bl6PxpB4#vsVz&RlSbDeB;yJc-LuuYc}%yu7n{TU>n$
zBIr<Ey%@zYuR=G+7+K2fsDgWc@XEz0xPvmGAPxAzfoUU2_mT}I3fzh6=7wG!D5(+0
z)-0bNRdvsrjKa%~hQ<Uby&3ZCYj}`PyOdEHcrrRTXalKY`C(>z6#AxlGlUHna}WFH
zkR_WMWazlGmm>$b3_?QSdV!1(s-96=KFxIUrid@OkFbO0>oU7c2vT{#0wGdmn+N(U
zsGWG~Lnl<E7$qN}uBDUuq~;EDKUz%HrB0jziS&SR&C&HN^(0nAtZWR-muXXJFzlM>
z0dn`xtU;!A)WLv+;XzykQ_g6RfIal(W38yGb=mJ?g!*inxG9rtrqkkdbaO?)AC(~&
zYhf_Y0&@LCZhNRp>F6iW;P<Mf{3`ynR&NMbo09{&wIW;MxDlCZx+T8kV_k_A=3S9f
zXADpRaVnWWKzM2STiKyoZz${K>j;)l=I6uDvR5T?juBJaGx<l7LU)Re_uM9IqmZby
zlgN-^bkuX~yQHHCP(h`{JLch=D8YRbXIQ>==3YZ4o<|4YOMZVu8K|iEcL349H8)I*
zOpKg=4)_Dp{0}qWzjRlB0h5(oja=TX9Dg~m-cg<Zuy?#uJPGL~P2TyRmM)&O5`P0g
zO$_Z^{?vL0A+vM-!!GlV4gD8;Swme_SV@$|?EMIaf4-O)-sOLchD`6L{}*ui9sm1(
zXwm*r^52-B|J1v@lS1Fkx$m$~8$%b<e_Bl5d7;iOPNs&oFdiRue~el6Gr$F(`@!Hf
zg$}gwh6*ex4d?K)oPv9tN;0t2Dy9psch+h*Dg+?nKjK8$(D&_h*ZlB}|0Rx^N(|ML
z%66Gevp2lwBTw{n<!zm+ufwLc<){w}3@8%OH4i&!BesssKtLqYbyROqhyF3ljK@cB
ztUO4&PY>7>qL{fyWhhyz1JT=kT>6F|n*FMAm#5@U&vyqmEh3ffPyC2lZMIJoZJvCV
zKj$v5)$uXZ|Fm@WrpeOp%aow)05Hc(eDD;*X=JV_!`>|1r0(DK=-&<+CI*hb`}42%
z|GUZlEgoA~Qshr({n_{4{{OGK35Nc?lCtN!sn}N1&di?h&tOq9HMe|kYfnN-!S|75
zO7%~r%%34b`S%ccFI0AQc=y5B{z1kv{9!xOtG~lt+5XYd^djo-&gpj@%|F1e|Dtif
zAMi(S^<M;e|ETikvi{g%-c{A_+q=h@Q1@Tg{ojpPf3EUBo%J8z@)rvCe;kqT<LSS0
zabdI>2x*z#x#NuQc-ePKHRrpz=HEkc-}n7JCtUuj@}Ho%?+9?1e?f8o=HR{qYyUF`
z_kCLYR}Suf6L`IYv;So~`VS87KUw8}eP(=jC^P*5`~EL8<W$q!1$WM~Yh!eL{6rWL
zgop}z5iSY|fX)jgSR4e>R#aDz4=*C1#AwvDk(}mEoq3t5Azp`tITF&OQ5#GPfw3V5
z+1g-gLYhb^T~|A%DG0$@e*UBs?Yx;!S;QGKIpZwwx|X6l;Fk8bmf5H0d(C_9{^w1=
zY}Ai=U1vyMt5CiH!`pGu{ZRsek(~B;{N|?P>Cg%1W+>9L@#a8yZE{Q9Zp+bHNO`Ad
zW7(14cs~oQi{qo<lFV;jhi3Gbf$x0QNSIwMUm~FkytoQmeIC0Q#VDR<dm<lX&%qXt
ze}pnw&MfoTPe^aNgPo0GYVD;i&@J^Yo*)@-lQ*6H&e>1%Z=`oEj~*x%ZWeCFpGDL}
zoq+o2*bQ#OzCs%r6bNtqVKIBYE+${OJQFLrJzx!Hwf8OPuI`*G4h;a~i#kv7Rb2=J
zoczGZhW*s#!uCY&;Vp=Pt{u>RVxiu1?q#=yZm7cr!D;Ww?VZ{oKeV-l?nY2Qw3yb8
z&U0=Sy0q^?HS+ltNFL%Q@jb`);V|UZ?&hB21n=&gB|=RpS}#~O#UXSCqp87gF<roO
z=CYU9H^W6LUT`C5VkVFh5V%n9&{VBn9g;L4Hz9SH&@|d6GQSm){M9Bs;B!lpeRY%t
z=SU;5xNg<zHT0b`iUqiB?x)wUce#iZ7AU*QIcgdqiu=2MHJ~pyK7d=PnB4R$J0O8l
z`vol{eHuupJe-xd^z-uK*Wv9Gv&J#1Cc;7OCEF8j8^je5z9G~irguO`|BA_Z?fud|
zW(Eo>{sKyCT&3`#2;+fU>z5ryC$S|_{#-||kFU>E9kipuvvyO+9V?*I-k@H^t)kwE
zV8q~=-t%DoFqxb0+Wo~A;m`d++c?`enGKm8nc_U>p6l@vwHdM0*W*{~zwiW?sGfi6
zJ<2^kUkP71zk!xK!^$8XE6f*&N{K|AXxh?t(=~B~NyV4yD2o=)J#Z<NA0<3k)RkZx
zrp*%MS~FXVV`Q+?qYoUt0`F!N`>)tW=nr+DFrL((I+Xb^+Iw+xytq2u4D%c^CTU&-
zJOmzMFHo7BbUYLv3NHAJcxZjTVS*c_aA>zHM21yRruF0W3p%!WX!vOQsHgY0L-4A5
zs(G<_+X<ae@D}kB7?VRtCY0ujPBSG0C&bw$iRFjJPQ_2>vxmKGnHIXY+|!-opEuv*
zonu_tct-mmkL)^Sv@6c<`aNd*XuU~r{?a~`euDFd=N_&!n8>P&&JuO&B3}KaJG?jD
zHvFx^2)bMdbK;AT!o07fVfww?x<ryuq2CxEhHv?pbDS>4dbbM|HRLb(ML#B9_eo_V
zn!9OVC;kpfx9{=Wd?h1ot7C{;f|uDmr0zcna*DFT?<JuhowR79CjAW2)anIs76}fS
z?`Z37pkWs!?|9wVZ<#|*)esbs)h?h7@uMVS!o_*K2f|#qb-!Vi|B(C6y-3WK2C-Cd
zLj0?>-|VBtOk9C9HqOy;rG|&6t?X?eh_1uLZ*E{Kf?D{Ru6^?*yhWde-+uf=lNn@|
z07S)r0Qbux_9ly=L@N6ptlcJb_d>VA%-`;2OS|7k{pkoRkdFJ4;_(ujTiAkf4i~5v
z8o0Kv!PWwlodK#~YxStj&Ic23{do0~=3o(Aus`_FQAW0kRZD^Qbc}GCa?T)XKux1a
zf=VS{A8d03BYHCbCPFtor=%@x{L$aJS@U{fzM9ehgUN@4HSF<7#bYU_&pE8MHZlfM
z$VT-Gq1wcEtqi5TQ5tB9J8sY4q9vq7O-;>hqh!Zw9A?e7SluKWjC)fv%xvuIXt~FN
z<Jfu)NpfmZcUm&O6abc0@ghTaj-v1yi+jcUGZk(1@$71<*4<j$8_fbU7iSHhQz^o1
zk2nVB<>6y0aO^A(e^n&1y07jgXF*+GH)d2KImcd^3`3@Y*3fG2?G84_VV0%rW|p9f
z8dz-?+*EQGwuZ-%5O<alD8M)hu0jqtk}et6zBV`nOSjq~EOlO_IuN@%V~|_hjhihX
zsN$!zbsjFx+AlsyP&Sp2=vY>jes(XV-H#bFYOxL-Two2E&!{M=z@o|6ioVfsl+65$
zo*`+G457ZS5Y1UMdEBe;<y_GtV=WjrB4jc?x|&vnb{El>3N!#T61zAijkG}7SxBVO
z{dQneQp$om;yd``^VU!KabU6M_omVt=D|cB-9qJY@&<vGxw*SQ2p;8MW-_#1jni8g
zbMrSVwp%im!*+c?YVHtJj&vH4g!MFkntPh$ei!Xo?8D*G;p@*u6W5sOJ(ANt*iPMn
z7&{r$Vb+<HQ9p+v$%xtJ=zkqj+mrvDm@uA#B?+jr9RHm=ufq$JCuP}-Ep<A@yPjK>
z7<j2%9hWn4rBQRGTfjzW*lTq<>YsIB!KH@ZA6#B`O8Kmohcn$jdl?JUW@&C7$WZJS
z#EpG7x`$9Bw3z}eRgA=K{l09Zb8pIR{Bd=yaQ(u6)8%C}>Q+wtiU?v!s4)U<hm;P&
zm8{fndkO3v%a*Y*tCT+Yd*)nt5r#A_l=Lc22Ig^C{v(VMGTII<O#zmQ7_%dNimdYi
z4|P%1lul{(^&wd6k3Ge(ccKi;%z%pM^&!ehQqmMyX(4uL0mza_SI|{O9)4CL!h&)9
zu7CqMY061UP<^YgE<DwOwIatXJq|fNUVTPOOZ>Pb>J98Z&3=+~HX7$=Lp^d++}Mrm
zDhyY;^9^KctX;1C6#B1ZDaCNbbe5w+{8imJ7v|e-yIFCn)flFFwC7GqbkmY7NQXOw
zDYn)SyMh&mrUy3o8N3_3<!J3egeST+QTH9bfpZ*gON=#Pf62TX-`1qFyfqhoJ5hg8
ze_6!Ipc~;;LHyiMOT;tDn8~~wOkTNX2O$6VnU@cE`9%jvc!foWShbds(VLx437G}^
z2cD_f#?5Un@NzE%Gx7)aha4Ru^fNR!)OOkwhpb$p{^I^IX=4)yu1`>2L4I=f)BMx?
zQ`*f0FM)4Z?!oQ{>dh4G;$4OJhu}}}c5nn<m)NnAvn|DXOw3j?*Jkx9fD#%rfMu#>
zAAky}rreZFnRftEkM*m!%Nz^q%$GTrwJ)+o-W`mrXbTNS(lZS*#2M40^_h{*Y#&2P
zG;8vaVXaF1WaZ84i?NSssTtP9xJ=RROC)(y@lWRGG9Ls=58&9+920{MWlFWrf0{|*
znr4R7G;vo9vG$!4H_M~BQn-#Oxvot^R<v%WtZJ5i`=CDXev?~)W~T_3HAetd$Fc%T
z1@@(ZK9{xCt>ULFxyM|GWJwBT;E(TA(8W8Fb?Rqg0x3D)c=Yl$ti+gEWbZG#p(67O
z&}5Zc=WQj^kMFO{Th$v;mO3ricAOn}cz;|uiw<rBKPIun@j}C%Ix+%u!3?=`gG;sf
z>JSxOjGw@$XsxkI$1Mp4T?q%MWEAx4`%lJ>yhbI`%o5~dLSyP9Yoto3q!r`E#MG5j
zjm(tI!19QOqFf-2515q?KPKN<jTmHE-H6>bqexpY%6($chaf6~y~>`E;<7$;Ky|=m
z&LQSVineS`jBF9}J?J#E`Z%K$<>Ib$DnFPrIhqWtZI;28D*QI967%CM9ufspRgyI>
z^{`>KJeIYCS4*EM@mCAR44mS^w37eyfuyt-lT~pomNZU^370`BFRvtrw3)2F%owKR
zuyS}S>v33n3TY~H#4O)v+IK}cEiZrrq<TART4TM3%0e5hh^~qO{P<5yg|XUt1AK1F
z^9ZvV^x3lnHd%O7%4_)qwbhu9+usyP9gc9_HUSl$2xXFtDlF}o)W6bjrSETZjz`$w
zUlo)KM~jk;t-H5k^@k<t6kB6=>0(dZZAX6*Vm!!H=u2}Z3@VQ^O67#6|DaVzqpbfS
zbNhT9^&W*F3~#z98-Rt(<8o~fHcd4BJS|Gw9d!Y<3*|WK5pD2Eq}Y?Ss$~sDdA4gX
zRWr_UPl)ZeaCDQMZC8koVDhG_o~XH9BWwRm0n8`ZT$O*d$6(*PGy>%Gc)eL{#)xH}
zLSXb*rdCOk1T+9yabWw6MCI*glz6p_12oDt#NzhdIwmx+)31#2v`R@-P?odHWQVSD
z1$gj=$Oj7GI|J*HwH*;(2+cF-<m>E2qyW}t4{8TANUkFWozBzq<z{e?*ExM<S#54R
zmxgjPj6Q@%w}w)>)SIKl(#G*)*bpe!DNO?|d$t)%qch_sdr^-%dr^#ubZ8=1B)eCU
ztl5VUp`xV$Yp~!W_dTrw0nF7Y+%D+eUr^t8m}&Q?ZOG}_IS#$HojgF^Ot@UltZB0q
zFTqLaKM8;O_-GCqfooKHQnSjYEZ56iJK0)w3l>HwRZh;nIQ9=AirDPZ9op>jy|q+k
zO1~oPel`vLwZg5=1r@-}FK3(Nf(Vv0ZgzD&B<sk8rMQqM+=7pXf{!;kW)dm||Ep%t
zh<Sp9y3*c-Yfr)7X(riyhU2u5@w^aOJj6KNea6B{DWUB`EaQk6ft~88e<$pkuMUe2
zC9mY;S8_2~1LbS6ozm|(--C|8!6k8H!3#6bBzHPEhqbgFF=*3rSSsLUKS#urS3oVF
z5pw;?Ez)u67Jb&e$&bKyo+6=J-pO^P(>l&A)2$yAm8H`<%tfPXofg%@@YEq~4NI*Q
z%vuL;hkZcX#Q3WIVd7&Z1P?d|9LJ|cL=Ti|s0)ToqHeivHvzb62nNB4=1Ro2gY1Y*
zhbcY`-m~0L-P!HjIl9&nQE6S$HVLQLP2&04VBq@4c6bg54|oR@2e1pCO-cjY3l;<V
zO}%a;!p=rNpgqw3=fS62_KJ9Mf>`nMcyafid6u3kN#bq0in90}iufIR_@@ct+`l3c
zBNBc%<v4XRsZ*)%QPw3e6{t|D1%~S@qE>AyeuBtSJxMW2n{0H1Z&(^KE~mw={oTyS
zBlrftu%hGvzhr7#Zab6e<ZanNyL#GQAU`>aImOFO{Q&#KD8|xYtS*Z0?pDh=_xn}d
z4_I8`dmzdd17yIO_~z)jUdD7|i$jFxnxCh`btC~gl;AG2R~B!jGcf1mOv-VF@CO!2
z#D%V`GZt2}W{k17dgy$9K$ce*HQi6;EJ#U|a{$qR?5jL_`Yt%RzOpY8^7){C^jK{u
zvsQObgsSpWK)bdl_Edd51<}yxWxsl=QuQ-4BzR2V4Bo#O`g})6_G&H>@r&TGpE7=+
z=tGS!>^HvA9z^%!)a3f9_KH8zN`q~tGG1JouE+_frT+$TM;0&lx<74*_;xCA!q7qK
zvjyF|P)@M(>Hw`)Cc(&&+^@fe#;kZ-J&BNaM}JWTH@N4o$^b_5TOT9SwokuD-MHIX
zfamLPjmrs>hjCsr{_9>~99k9?8jSw2&BoSq=dXv`CHZl)6Oh|)C?~wdY-7ajt`DzG
zr6~U{H2T}A#lpbG{&#xvciI0>A>bdy@OysqUqV1tX$>h=!T&V`<Y4&AzWp!p&tD~f
zCtCjuJUAHsDgOE2B91>HU>^hA(4P>nP566!Jxz!KC0-EjT~95qfDuhk_2Qr-qUZC^
zqvf7Y=noXHx2owYMe|Fa2E1=t`#$Bll5cO*E0Vx*Xi|*8M9v-F56MjUB0+p_bCu+1
zvb&jN0n2_M{28|mlNNso&S!Fm4lj00zUY&|O}<7JY@a?w_Ctt@fkUY!iLd>RS*T~)
z)|%38rj=|?e{dfg$%0rZVIj7jy*XIV_+%|OH`b)olUx}r;}K(BSG3OqRCzBxCvlfp
zj*o^`d=E}?l?aH5L}-hwrBGqUM!>2`LL;(rqe*+-!&!5mPQtXr<0G|CWv@m!Z$jYv
z1@_|i0XE1F@ZU$kUrqO?J(*blBR2f2$Np~Q|4*^u|Io4j|Hg*zX6yesHsoOVKLg~y
zs{9oja<IOe^xikNcas*!pB(Rf`=hPmcsK8Hu)SOD7~c(ae=Kxt@76o!_x<lC@;}=j
zQynKO<3G0dzhV9(a{TM-{(GDK`^fQsXr_Ne*#Bqb_-|BP|F_hU{eMz%vAxgof2EH9
zRB^p42LF?ai}g<g`+rq&alG3C|7#fgSIOTO{vR{)pP}yG5hN2EBg-GB*Z-D5W_Wri
zn?BuVIZp#@Q^^n43vHEzKuS^pwF#owt%6kAmf(_0TFXL9Ik0J{)L{n51Mu$sXbsdw
z9}Ak_WgBz{#XB&}(ahA%_CeE~8_s9zpWC_4T|2rq2*zE>4k<P!>N59v_DTCAm`F&8
zM3OC#xwcC6mJXEcxO`Aq?_qP~Q=5F=;t2fHF%kR)!zTM5BNj%5aqyS;W_@+lwN<Yz
zwe}%|W-|qLC%IHK@WTK|#M@sIyys~xbt>-Ajh+x@RRMZxx}v*VJHZlET1pLGo>rY_
zTtwyMvu!|nYl{=7FlmLeio|2<B>H6<_uR-gURxndcjzfk*0HHqE>Qp~yoNvQpe=@a
z1jWF!QRU*NHo+5g_XzJ0;!G6!aQAVnTYi8`<rF>gRx5ZfVQ%mN*PLtZwcTV+3`g0X
zRYI<iPS>2vQfntq)fs5Ktj#6^@0$d2VN}DgIOB@@^kJp46P=h=>$g%<PuSH`yhEIw
z%JGg2?{Urms$3P7Ff60OWHM?|wDB&n+3ygGDWXO-8pJ@Wf&z;)#H`S1+?!G{`Z@pO
z1{nYbNTkC8Rn~|s6SM`tM%G{(qGpFucA-N%AJ(ufR3pdY-c>nmHJ@Wzq1J{?dprQC
zlM>M{HpWq67T>I4GpM>k+!!wHIPli&a`^thvQb(y+`^-iW5@%^hMyb=p+;DTs<QXh
zA*xyJ1a)DjvsrT0NAJ{C>ov+KsTu7)l51OQcC~a#&N0J7hKB+l1u?v1+t8N2tj4;Y
zq@Dh{K0_~>S0mJU-DN)9l3hJxsp57K{<dAaZNi)N&VEOeM9u9yuhlzkQh6<7{_Hq=
ze0o*4kGlrkT<mSdv(!63vkz@Qog(JJf3DQL{A^}yk$xS^_5C*5v%%kGcPIGf&vK5i
z>j6z$s%xrqcA@cWrH@OuZR0m<6%A`dXQ=L5S|`Y*j!I)|#VaIdJ>JiJQ{N^^pC_(1
ztj-VZd=+@IbvZ@rBfc(D-0ev50T99vD&F`TP6y0~9*yr@C(t;UL4ucI9;oiaU$&9>
zEHek=t?|Xz;@28N8}wBCw0KAmtUG4siyZBFW8{mI`a#=hm#H4;1?mk87z$pxxM=p_
z?xe6M@RwM6@(~NSSz(_UA+vg7Hmz0xW)Vx7HLT8N6RDhez311!Bw5-FCeP`9XtJG%
zp(t8v!0-gl&QCnwp5j=NZ~JgKT%=|GW?k!tmb`1c>6cS(X>&#hu&h|{Pe>Vn?|va?
zxl&1SdL_a6Z9`EY70?;Aib{s6Vo9@ts*4@LKtXhw&<rOp?*Zp|dnW$TA?J*8ZHw4<
z#gtc_5W6I&{O;4EAJkI57pD+*UDBK-k0N8j(+z<TA+sux4rqf5Xw9f4)2hX&73J2n
z<$&Q6iiWhltF^}l!<1JM?_?~iZ&V#?pp}C4JTlo|>mek|riQh}p{g#HA*!q+2}=5g
z0VJ$*Rde5cZ0QDmRADx>=)j_uYuY$B+;h)*X@<&<R*ZhGa$HauyP;~OhO?SOYizVr
zJi(G8a1WR^Kc%=_?A9vCYRgvm>0oR~raXZwpmbx&)>L*26)?~ypV?hHQCf0T$(X<7
zhh&xK6>i=r8C$vtG5-y1`$b84uEFN`BCLgylD2@4x~*SFT)?B2=_OpJq!D);h*`Bf
z-Ail!O}(|IF669t<SZ-E^->C?qi)8pqj^dp3oR+!COuW4K3-9&TvysSr~8$;UoYG#
zYn$q;M`<g2UA3<O`jfiqHYs}Xio%g{?J6kI!X5vVjhaDHYb%f`i!Im+Hu1nmR7K4_
zMyVEt5xq&mu*}PF7NXR-McNli)NP^Wu7_@@(}q#wVa}DZ=CPUbFr=b0)ib<qS~2L^
zITN%mp~~ZDleKYLc3Y<Y(^mNjw{PpB8)8;$Yjym1EW>d*oN?^e)lY;B{SK{S2ehq$
z40afJwgCar+wi?8r$^GzO*;-Lcf`5z6etK?tv3!hF(ZpN4smKbyVFYo;IHg2-At%6
zDXbv|$WI&dB14aT1&a2rg1$N-4G`wE7wM9Uljw`QE9X_pYWKO`%+;Uby*P(T_J1tN
ze`}kxQ8Gy{QY+9K@JJ#qZ1y?RYTAhM9%ddW(!+JFYB<(b+M}bYxUf`jd#0n}FA_QB
zoGlESjdLQv_~o-2B#O1{s!Cs`hF_LAfjX42pffsFsTSXsU#`mA+~zH`)yw@EW9WyT
zP6I846T^DB=tH&(hH8s0o4TU4s<=96b>1ze$ko%(bnSCHyw=(PYsDGU2BnVlsqe;#
zMj1YrQi258u4l^Y#Zvsj8L$!9=$&6-iq;wQ5O}<-bp|^em#&|(Z-4%sZ9^~#3BN*3
z&3aC%AwrtAm|0e|C;!$R_vZ6dZo@YVG_96aVH7PqSD_5jQf`ydI!AsiS0a`DsiPN<
zO+0k{Q0cD|TSDqlUY_%h$67S6M`_ai+e+KwN~HG|Im2gDr*Sr))q7VPJj0hVistuA
zZ(CIC6^^6Mctpb!t2yx=WUMM&cAR0F(&afw`Ogs2yzW7kmC==zPWng4Lz4c~>nO~E
zA@a~;-C5vI^_K_iY6U2B#)-fqYFE78h^E%3aX{tWPDl5bT<IE=a4exVbAcFQ+ej~N
zBL&t<c)D!1P6&vCfvN}Q*`O!%Vj8Cwn{dp1`~Z-g^U=&4xap%d$y(4X4vubObv><B
zu#s)<s5mPEsw0EXW~sRe+|Wqbnnh`)%N9&<*b&p}(Tyf{p&t9}>^2D_X@?rg=+qkJ
z?96mQ3az1(g}+P~!Q9v@BavUEpG~;em6oNnI~49pVRB9GO<iNH_Xjs9*?}Xii#mu1
z^)|i&Ipt-d!dCU2JVo7lH%gLJG-)kIG`<(hb}ZI2T>Quu8B41~t|7xx)>3o)Xy1i`
zM0b}{$0|ksj}Ng+6BTb;+3U%@j!5i{7fqS^IithFC+1vT^SP=`jj4bx{;zi+6VCV}
zK&8-&W{~h!mm_?xvP5W~+i$0%*|W(nR%1(uy75}Zr$jBm@Ec>1LSkm$wTMo*^P`%%
zP~M(3yj=!%(w@(Gz;d|MLwzpaCOs^9Oum4`fDsy68f?|&=9XrfLrz2>Eg&nPOjE6<
z+{Dtz(!|n0v!^!Q6bqyTBm+cfqSpXSG`p3Cn6gaqrD>(%rCC8bKx&{AkP}d+X;w38
zlG3Bpvu%D^BV(R2xNS;hPGy`jqBO!3V#)*}1%3y7(U8&@tV6AfG=4v0ztXT$cicqW
z5YxATzBmw5>Mj^i5kR6TRt;zV(-3QrDZ%tJ$N*>q6a;{4LROp9+?f9~IUI`XnNBJ|
zl(q-z0S*C{0A9^i0I!CUrVc<3hzc|TlA=RN6H9|h^GM@L1Ek@kS)@^=Nh2}_28~R=
z8`M+>*ClKAY6xk{0L0M2BQnW?MTdy%BmlYE`E)=z;0&Ov_NCV;e0KxDU-!~~MFK(u
zY}EM-UD1Nr0s3`516O1qN#GZNezni|6&9#V<L&1a6^LJh&+w5Ow4o7Qhim+pyh{Q^
z)Z{bp%-ZDzcGb3nt`I;g0DnWzh+SD=9>Bi3ef$a=R0a^&&@=Q**(C#FXzCewX6|wV
z%{39~c>1nbK+1qnjZ72Iz+Fe+kOsb~XYekeG!*C~FjN!YXlbH0hOB#fJh%G9)bq#g
zN8q#Ovc{QlOVTbrkQd-yw>scN0m1_`)vXTJrtPW$bpcJ)tD{a|Kv4kpYMluuJdhmF
zTC>uyC3Tk?NTcait<&Sg333C1G#YE_Yjs9y6HQ@3WPmhHI<uwz+SpxUAUY5paIBfC
zIbWkQTnjXX2U!7C0W_Ma8rYiH8b_LH)c|wN!P*2<Xpj+56acG<UOihgYMwHr1XAi#
z8e>W-2rq~;MF80VH37_;X4NXy51KxJ8O_2P56uzH5skuH8N-xOrthX;($F9epb^j!
zV5}Lg0iy|{adls^0lci>{K2&R{d_ba0kdC>S{GFUD?kZ0kxii-F+Vu3Hbv@~k}h9E
zx`zA*52UUdRNOUk8Ks&Mi=sA3A~xkwiIXTHCn7jd8IY$Tr3+L56l$PKP>W22pu$of
zQSK>^!jht8OVcJ=QI=BeDXA!`D2?VM%kG#dT9OaIg~Pz`hr}3h4Y0t_i*kx$4XA`G
zg;Sx%Q;{pm<R=R#3Ni9+QVw#WDo4U{4Cb)_b163|1xpw<lfP1C4;KyRH8Qe{3&%?D
zh$-s`Fot_Y=VJ=?g)0A2fXl;_Vhkq7k%^V9gUiK~VEjrB$~}<ZVWN6cG*P%II1rvn
z%f*n*kc$;_zRPz|zR508rqW><my8vPm5CME%9em5mFqPlQ|O06p~yoON0v@xM4eK>
z5=E9YEMmh6Nu(yB1fXusniYP|`&_{GB_y^NNg_Eg?-(4qAPflxPjy5kjxrcs2}87K
zUX)9=K%dGlheOo%cj5E|D!<~3#HBD{=jsxXFF_c+u#b3wJymDUL+Wy8?sO6=1(lq_
z3I=MH@~%1R@7xE9fuh-60+pv=DgUDB4a#U`+`PsZD!$wiL@K^)kF0Ipqbqgl4(Urd
zLOU+G-BW>8mVSN8_1qD5s%WKl!AmYz&!}zHQXZj8m;n$fy<!pum0tG9K2>I(2XLEV
zfO+=XlA2f4F>G7X$~$n|vD7DWTQOXm5<$sDVFFymD|wqJ{1x>XtfqzIP=L@4GB-mg
zXHoi+Z~z?jUb$Xz6(ek*sMCdh%n5M-->NNbn=YK2>MXlCW1B5}4Yg_7q|E}TO=(xy
zm_})r-yE>*h3$Zs=%%D2{T?9d%GT+KI+8V<W;X|JJB6R3CMizXs#p~?Cm7KTpodF?
zF{*Ohj|C*Rghf!XK^X1j)W>e;3PfTQ00rRQs$<zc8GR$3S7w>HaAi3Y3U3HV#&*#Z
z?o(GT&()Be5}A^i5>Q^4xj;h&fiun}n_|f}CV0I+qAgPsW<)dqhOI8nn5D)R^KC(C
zR$;;_yaiPiH4)XB(riX@A~$g?KUt7MS5W!+P=GJ|uzuCjg^+$sNlsCWF)^0~>9ps&
zEVM}33Ku6*MW-PJL@qlKIb<#~@|R+1=z#|TmQD$Y0Tpa<Mj&+r*wpcq8fMsfAmwKf
zdx2k2x!Opc0mH=om@tT<bOQ$hq@5TN7z&mu-Dl#Kqyu4Jb$tooi-w^WhjLi}2KPkY
zAWzW3h-TT6iMb8VLq`N>oejDxGZ(*p)qNEhc^}Sw%!i*}DVZ#4J5hZtYS&RaD5t5W
z!Q5Pvyp)<P$MIRrsb%+aHPcb4Sm;uSzxN8pO2i^nkM*Wseq6B;(dlM`LY77rMwUf>
zAJyO|EZt&>YT=(@U`07@S(GOjO5q9^6fvpbW|if6g^QKMiIgQ!duL2Dj#Uop)wt!g
zt<$@D{XZ6UcPZX8ANhgt2NHDO7ym}^iD<M}c*FLA==?;X=nv)-&^V#^2KNH{^2G<6
zapN&2jBB4_^L*2OljA6wh#!(508#Pn-R$Op_=47Mt@+Dmh-vbX?TQ{aFx~_>9B1!Q
ze82(1?H_NlUQjQ`WS^mdQ1(F=Nt^V&`qcmzK6}kgpK+yqpLwPYPfX*i9v}IjqOV2A
zNP1bH<i8H}sdEs(R=M+GuW$O0woiE?xqJmL_Q&K2ZhW;^32psg0R^*Yt+(Sd**^dH
z)idMT&$+H{tbN^+pc!Ko{O)U8kM5q#e#S6&_bH|`j#HCo?6ukh-2?5W*@JBIvDm09
z_+Bf%>q0=rrj`SIGqz5Mqq<Qio?(2tda$gU9zNSf3-1ZtzNw*idYY@{c!VqGxa|9l
zRC!GU-iq20?m<mUZJiZM)^@<rvFN?HJ=nCB)D8PP5$xW1&jl}f8|`D=9o=2swZ@U>
zFrV+q6!v$KSCux_SKnAf*;&~RJMH6^Q}YAKEd}C9BgnPm%Oo+@4=V22>gT*gUlX2y
zUIlz6`AYufdg!-G8sZB%zPHf{#QEmB9Rq6hy=|jy?Y1fIhwWtRAsU;3>5uEJjgRY|
zoUH51jo9|C<2v@Las}>k<AC#%M$PpUPPBC_TQoiY=m~DT*P`77?+)AD_1bi$^VvqF
z^Iz$b>ypJ;$;#UqlWN;|S<K_wt8C-kY(>M`VeuG}jil;v<ArnvN+@c9U11=c%?plb
z&Q7=B&!O8Kza~YszGQrNBCrlj;O7+70#*}kg@4LmeQWSo`m#}^AIo~y&>XYV84mmX
zs{i&-pVY{<rcy&U(#x*q3uw-H1tU#cfYTw&t@4ZU+M(z?=1=UM$XM76#<*&NI)B@R
z0Uk^5F>>vSxVdH1L|!$QCNT~YliLCsq5bce9Oc7Sj#}@ZK)DgO8VY%Io$3z>SHxvY
zmcWjdy`N@F#^Yo3SINv!sL&a|;z)^>khtPov8e_%gS)=0VbB~FAXtifduob_Nrp<w
z&??F(n^8`ykyXg}-X^F~eyey`X$Z&abdzjdjp-U5rB~0L>q46!No%sl@cc<8#q>69
z?_S#_Vj19}au^u)>rNwfe<FEpa`s2;6bBA{9S$~gJwZY~c|$N1_QlL(SnZQYHeeRW
z@29|ilQ#1;lns9DZAkbHRxAH^AnV)Dq(!>f4QI?5GJSy6FIfYU=FjzC;SG2#AdkC4
z3}`jL)q+$F$SlC3vOku80QE3cqXIrg^bl7g0Y11I@Fhc83Bq@u14kZcRa#(F0yz!X
zk|E3jv9iG)0uW`OX1-!11Tit7B?M9#FeQH?4}{MC6bUt8fQtzmE<i;2;gJwA@+1Ba
zSg|13Zb}A}$Payj2$+!H0*MS5h9QHx1sFb<1iTS`xdF$@rau7p3eqFQ%MZxxhWGla
zvI!>l11wGu#o?>Sj}O~|xM2{CgxDeh5(ZFg1`x>IV7&oY!2t>eU}6RzypWg*VXL?Z
z!J$7ZlH|x8eJbjy+Qe{xdBJ&s`{z&3CieyH1EddpCzyU<{N|?zFdqay@ZVs+KV=2_
zf0ggv=-KFYbb#}L;{ziIMC^Xv<h@Y8p!0xghkpZG2eS{%+l0U1@_=uLiT<kI4ca8T
zAolpkgO~|E5!knhb;05Rg9|1fNYTBs$#_BO@d@`6-sT4nOrB47LB50^mIJ`<0-<`q
zH~l6d&%o~ky}R)p*qdQjq0c@v1+8@3InXRZ*nMOVO6!i=gmmC-MmYJj5NO>!w@K|l
zw)nB~LsHP`CQ~(heV}xYS~Y|Y7+XXtBklA+_5awFvq5MEoEnh8Kr#bHjZf%-5ZMT$
zP}c&q#UJMk=!(G-4G@yy%>q&kAd5fvZGzAAuxvu?X2Z!qD0iDMK+Aj}GvJ|w-09X(
z_yi;PaTtTu|0?E?|M}|0{|@5q=K==5dE?}ceksdA^byHLny?t7jtpvif8<awM3YN7
zCK2zAf{b7Q)y%^uJ9W)whrYC6(p~RzqS{>nBcsaaZlpf9jE-jEk<~2g)##Y3)fs{e
zKi1<LaSD=9^NfUAKAyKJ#})Rf<xq1|0{`QO?vHW2bCt+=L^x4XknS;WS3mR)h3o2|
zqJW`ra_;wGKN?zlghQj|O%bJHT@NH#^Gq86htY3ZIcYx2gjMeQa-jJlQms5%$c}VW
zf)q~bF*P<4Tb17?dE*w7hq8m~eOF!y0J@XQ%&AP=FKM`zOrqpNgQP1_MH>s^=}&3|
zm(qU2+xnGLSYqR&rzLHCqokpjaClUg(7xh@=<;=9OG2ZHY~JNRF)b0_(d^eZWQ>wW
zxRQ*FEDML<7n?G4`9pkY`B2P|DOPjO<B9S0b(BOnI$K3xh^n{^B%+{QHC(@l*ty-s
z3I^qu?;JUAer36RnF)o%Pvxal`wc}$JB-bm+ZBEz<3A@BJ(_^vytbWN{sz$n?)Rm<
zs#4NwvI-pm8Jl4!3av%F`gyrh{9yJK7oF9_;XaxTlX&|i>4;VlTJf%#fy$(gv(wy2
zXo91TZ!IMw5$ks;<7)8?R-bS|G5q&Ri6ElskZTle*D{ya1`@b0z}Ij1H9-!j>4ec=
zoaaSx=6#8xx|DHnaBLIK*@jwncD(yj;ei}0=)N8%Lix08GSlvZuX4hXoTMfvPiLy6
zg(mkCG8{%Q%-;+=3&-RAC$lTrgqx)Nc1EqnI<{*k%I`)i^NSGQY_)I9ODEO=@8Y{e
zZDBy{Wo#p6-Pv|Ehr3WZ_x!5ojwZZ@U)X$ZCa^Q<3n-G`h{-sG{3I8z&4L~Cq_Usi
zs{7U&wP6~u^;smBp<xJ9WZuxmTE(VZ&>M6!T|%R}L0HTv1#N#!CM_lOo-HN61${nl
z^K#B7VPhl{Vj3<Sw>5N&5M&EZ$uDhQubGBZ#+2G(V~%!|m>n^$H%<oMa^poHHr;Ae
zu}89{aXCB`c62Trc2sOuP=c7S_Bn0>$6k-AwmZmVmeHbOz1-rmk2=N+-LN`&QslxS
z-r??0T?Fs7;G-nlQb(IZggT98X;wbu{Sm$sJglhLwI?PjCU%$!)9~$RH|NmK-7A%Q
z_DrG5aH3MV)%|9wH^yI(Z8e_9^r#*-oWBy&s2I~G{nAlN-&+bIllQvl?q<+a)XvWC
z*Tt5m=G}?S%1^<dR+6N32)m|M_hs9o`AZz)+ek}$>2~hgyw;8ErDe0CVaC>3JLb|a
z2a5gSLbQXj9XJ(=knsb}EmbDfWCH^Qi*QOC;}g##Ue-!F?OI29x1ZT{r_G~SsYhBH
zVod6b`Ufa9g`cEqI!NPb$@u6vh3IeXs>L$w&S?j3<|^ukw4*YfmAx!Hv!=>B5y!;d
zS5q`I%NtYkp{eNH!&xB5h=|1Ma<0GEt!XZ`5a>%^G}Au7oe4NV1#%;;25cg{sGoF0
zI|@n7XGTram}h2Ob^m@yC;yF=$q(u=|Bs_Sxf3>n_uzg0PZj@d(PozkRPg8TpHWtW
zHhGcSp#tv(F7Q9EgZFq7dLVu}5BO(c_wRY$>@JZLm7cEe$Do6khYD|gzob{5U!kHT
z95=rs&K4@O-r(e?zI5f3zg4Xtxx3cWcoU=;<J|^HDEzip5B9i;aIGqSw23)hcyl_s
zX`K8r7^(<2a2{eE^BX*D!#m>Nt;+scKKrw#_P##J{P(*2`_kmU?)Cq-tFkIiuBLzO
z_}7CR^0Mj@LjMnEZy6Ow_oaQ~G~P&XcXtgAA-FpPcXxMaAh^3HNU-4UjXS|DNbsP+
zowx7%p8w4AJ~Q*oTJxd0`kXpcRTulzs#W`UU0a1o(!}1z)YXRNAF0AWs)GN>O(OHN
z|0A;aKNL9p?Ek0@AW1t{H+M;E6IVzkl$=e$<lh<)u@IZKjk&uuMCe1#%gIH~!@)()
z$H9Zl$;k^D$paB?a6tMXIa3}Ua&A6;axQ*>zuTOg0+9SF@8945+Rg=0IdDPpirk#+
zfA{fn@IX?MkTKkR$lQ=zEGG}=zmNTUf84y}27jqX{!O*?&x!u04CKFwApWP6qe1ed
z?G8K6$Gbpe7Qq<PLAg`h*dlj&bB?*$Mhs*5r9SqgxL?edw{G7b5e;$&|16~4$hP<|
zzibTJ@a(x|zZhz9DREE>OdjkGqPk|9)|D${K0lf~<cQwNtIl@z<Z20={o>DQW{G7m
zvKFX5GW~wmFEqmTa+?}j%s@J^u+}dUv{I0<S3pejeF)dUDm2#quFUB5R+_`Yv1<eV
zH>4y}>9OD7u?1#-)Zua`+32*mlKeT%%^z|pJBK9^5zp{}i?13y=Oq32b&ad;)uyMn
z%}lEm5`C+_8XojIYupw3I91hEztNC2S}J&uuMrjy;N8Fa#=yM)wow$k@$HtrHcg#G
zrI4|L6#iO?r!aVbFchZiL7EEr+u2Dg3VgN3XvK_vWwItkw>C|sgeJB?J)=fL^1@!H
zhoOR2#ucwGqqNqbUYYj6NQJXDVPDe1UU1V!F;y-&;j$cX;MyCZ{>Q%H{43kHlv^Hx
z*IX>gq+yQfn5jOTJv-A3pC4$PZ_sp90~!C-B={GI!X@zUbKsvi{n!8cKPJI{gz`V3
z{g1Nezl;69H9e5*{@)@X2?-}}WPKJsP9BIzhmV(>gA>96aIkZ5|F^=P|5u6~8Iod$
z=$s(hC@sirW&7Wx*g5{@W&Y0q|GVd3Kl)!Oc8CP&uS`7T5RO*v)(|}sFCQO7!u3DJ
z`+^^$_ou<8xApo{$8*KiFKJp93&&%&+6xuw<~FBkmF8`HEA?o+#yc~poHWMdAQe~;
zHF~Wf5s;=RYBvd_A|YdlrAKc=Pfbm|On#KtW~H5uBjf$%zxnpGq30IlHkB%PmBVE<
z_WdsYY)x!_mwj7i`y#%`;KSp+2*M$Oh*b@S#T=uAd3sz2@2S`d`h&*4;u?nihm{~C
ziVY+C4faM-i%SOM2TPU0iBy<Ur;R!<(J_$`<y%KG0;S?7eev%b9F3xX0x#_n0|X;I
z?R%eZE&`LA?A#?O^P;d!%{flF@)abcInw@M!urI}15k9t5Q_FvCa}QR2(RKTjzprE
zep^499)Bl%R!2gXAbr|_7cITFUsddwN>zH1sijvhY($0$EX>VSz_yfV-BCCq;3>x5
z-~T`;@f+zK-&8){-MsJc3M}Ahhm=R=fHD{Rjv2;=3~V@2Pj^-hvuC}oj#f)#f(Mpa
zSBD+T0|?gkdV(DO%=^l$Mc2~guR_i4d)rd=(t_duM8HKzb(jzj9b<qAaBh*ZDyocI
zlBE(;i=yg-P6&H2P)aAh7L_7&CZQIm2(JjSh{!}%s07JyK3t7X0#QOxf=Gf1Yzo2!
zS%OMiJJ4)xVmsEL34y;c2U<H|Q#}ApE?#spJb(p&CLjj*2xP3AVwZr|(u!A!P>J?P
zC&w{sqXbESU_kyLp(<v)n8?~s=%p4^<`m|pQ{)l|xH8fJ<2LSzBk2nYZ%iRTxyusP
zp#yTL;Ms44(eSMg&c@j!eGzg@q40gNHneb5jA-;nnC{=^DXoF?0GLq5vy+e(rkyE6
zDELrf@rYhCTyz@T5OH!Wb}qmiKwS-bUp-YsoIlK&aN7(NME)#%c6b%fMMm+=a(0M#
zR0ANRe1_ki&fJ3qi59tHZ3lovDW9Pmo=La806l|^cfbuPZ^UhfiAy3-i^>Bnm<Uiq
z)rs4}7KZRjxUKE-<eC^5b+P&F86G^X`oIXD1{#XrGg$f%lw_#*Vs680yuxk!fXJwx
z0o#$8R|23ni9HNpcftiT_`^Cveu59JV<oIN;dXhe1C5L_rBKL)FzB38DE<N;{8i@+
z6Xc>H5_<szhXKlfN|XbbO2%#Y&3n+PXVR@04gQGR{NNVM?(hpmW-m6}dj!UF@m8X3
zR!|MqdXzIF_!Q7GSbbbL*Fw3D)q);&-PGzK+&k%Vj1XKiR80i!C~=Prjsx(Ke@bvh
z-EMF703d&g@dzY1?nF55B;01KdX!^!#xX&4GYrvXP0*)O8ON+T;jB7Q1Ie==4C;(a
z={(B=A~9J%@PnLz+c2Oj%&8cClT%~#Euveq1xUPxIW0#zti;qJZt_JBdQqK7;EOLu
z)xw$xf_YEIwEQ=5L6a_a0-XWa;Gxz%%0%7)7I)I>1btRG{CItO_+u3ToR-hzXkT1e
z7?%cEBE{O?JGS8)Yp%O8^p3R>ESg$Mt)D>Si+vuNgpnD?Odp)AUFAw@B}n%vB`d-(
zu~|nQ7n&pD>*t)lCU+lJOs%4EQAZKOlb~Z11g@&CM9f6j@;iolq}cQ^PkytPu#P3d
zlhl)3m-#6bu#OK8+!=xnZf|vg7h{o7T$eep<dJv>rUZ?(a=_Vaw{qYWQaV<_(M!|E
z5ZSoN|B<2r47yO2Gy#g(9g9=($al^3FM+OgvK01e=n}lV3@8-XM3^5&#QqBO5J;d8
z(>~N<8u}L?QoM63C2y^3Md^#$>dp0pBjTNjHtzGx{v!p6^K>rqLriyo-ozJiSrWb~
z1Y}UF30g3tqYg^p2Nm)WO!Lf?;ap-yT{wi0&s-{j2)4NhxuF*fAZ7Ag=$|&;gTuf#
zL{N|9JpjCUecTxoeo+*-{Dk-7dtN}{54Eifq!oV?0f|bil8L<vgEqzQSwMGUZ>%6M
z@>kw1C-P4ChYh#~G(e4{HyXHx;u#st=8@C+R=sxe0uL&X^nM4P7P~{<Ql{uc-KI%2
zg7b$4E0YUhY!3qi;kF}z`C%7Es}37v)-8TLHIsitQ22``Z$x0*%P3w`JtMVqebhP@
zo<N>4cYdpr8|M;ZJFArEW<b*Li_exVUZ1#r2k0~mKP6h$+=&Cq$aCQY(7j<U2grq>
zwgUlo;`ivF9bh-ww*GI)4X29ftBp#LtrvtX;om5oUX>WW=P)lz6zfRa=ztc<Ry1%m
z&@tqK2f$Z()oB#&oZ?(_#{?GMAcA%Zb`}Pi0l#DO`qjK+y$sa7&%Ptv);eDRpKer&
z1<`=y+fdJGJ}vukVBZ?z2oOKa{^?Ibp+cmJj3<lzhQawe>@17~aaz>-d8-CJnzqeZ
ze7AGtVR$-*_;W7NO3?HA$k&s1=2U)dIwS%I_uYV=>3XMgku#^K%$=vq(g1~RkqDY6
z)F=NZ{>hCIYxC(pKL7-$1j0guM0=H{U!CIX%~LUltn!5fe&04iMdQWVqOo*PQ6(7+
zOH&H+oqe_sM{q=PinbT&W~k@r6sh07e;jf4HZZ3b!q+7-B+-R9vzlvqOPTNed6yL8
z%w11>$%b+#O*#BT6|lWAGP~22bas(Ef;Hn6E=ZX-EJ%5}y(qKxXL010vwShZdu26L
zhHjiGF``;(cs+@A1<4|P_nxEIh8()H%qLkstJ#iDR$l#cbHa|iiO*LO2Ruqj=iYsN
z(eWqixLq&sPeivEC!M;DRtGJ>oWA`A7p+x3eQnXxHCcTFY*W>&`6X6;^5riroW7My
zW4wOVs2trk&kacpA|~E_y}xf_4Mo3NNeP=T9e2J@7qN8D{l-)Qso&V82Wd3sD$a*S
z@QSF<&24_s_FJ$oR{B|ODdk~c7V~Y2$)19E$877u25Kv{ktcRxjdLn7h4<r7ESHhU
zk4-#ek60$lbkBiQVJ5SQy}DSDM;t%xf!&N@8S}xhL!^i{-z~U)-rHejk}f8d?(2$5
z8A)4d<|a164l0jADo=b$%D4$JP;q{3Qbfp1w(!#}NWyQa*K9Jsi{c1_+LA173l{03
z#foj@nha_LRO<hV*dX5B<hMno8P*gOnDjQzF!8oG^cG~@VRlOBi}|HBF7e3h%JHM`
zh*mw~Sq^&2_=x5%zE9|LbQKkz<Voc&`X$;W3l^1f(!t2|LE0lm_z`S9$%lSn)Foa^
z3CpPo1*ITZaH|5Jv>Pfl*STP27RSW1O~{$@+^{9;+>R?YW^ujVt;M&~nu+-df@X9%
zTdT413DS^OL*F?goEAk<_JH$F^u`pWS!GId0$n8p89rT@qR8uH*81!!8cFlaDmtQ(
zkM&XZwEDp{4(5U@;+_)AG9O1+>vLjZBK<~1T+s*aXu0Xn=@3VJcFDzs3O+&ofxQq?
zjwYeRgSj%Il<lOaFyfYW<7mSf+QITR{1~4&KKd^BTEK|Uh>%KpG>tu9JH<|hGmw{8
zTYkrgmQSoT{S)HXK;Z$W(7K*1|G0HZn}j5yQEloY&r1)P9v4HyY){^|>Rnz}!R5)k
z#4Fa?d_TP15&<W=gp~78#ef2TjH*+l&%%nNA@_5;XqU7;k<aPR@z4249D5U{mlO{~
zKG4gXfGYJVFWG69i*@et`?lUwAGj=GxKC3Swx}QB<`TDKs239lIb2ztec?Xtd=ao1
zD*p53>xbhnRkXUI<MgglS??<)_v0sRr!KRIBO9`b_FZ@j`f@^Uhz{7ZcLP})+;+T@
z+h*7A4R%TK!#cKQhfRu7=Yy~<`O!9Mhey50Bc>Z%IX%hR3WT7#x8MY1NvScCB1iA5
z{E>?rj$B4uY<Z`xj>%{eWVJ5feAEcvtVZC9+UZ8Pj8QV9)Bm8#B!s=%T*6*Rh*FBu
zPN!J)c?Ob)lO+`d2XuZgM5wv3yYvNz8m2MR_ktkxP-sMC0x9M=IL~A+xjR57h!6*H
z?Y_mR6Ou33`itLnyKMKOL#&H?oNSzw?~=by#osnB4zf%t#-ZJq8aOC=EPNSrmh#aR
z4>WYtVy6;L-1pFlMd;FE`Id^@7JHx*vCE67hY(P=WgLrvpr?QJjTj$haE5r$cmlB^
z{lUjnM9&eByuXJ-aWDigAT_}-wQr8vZL5}-acqZvZ#vBf@9&Io7ANssQQ8~K#>+6+
zQOr-43daHn6ivP05#;52Fr6r@5m<Dc+OOO1EA9NW57M(n<#q&Kx{e}=qp9)?nCgZY
z&}CNXeT=Tvos3bc{ZL*~6X!xODS2!r-1TFhwq;Y4{7B}jhPJ{6zPgOZL-Ro4<nFig
z4`(T6+VMmq?R|-s0md&g6_5vjPzke7SIf&unH)Id=-h+#(|*IyaE_n%5VEt)ilDfw
z%#Kb_GBcU`ffsQB9}543jNTP3xN%D&#R>IaU=~F+#x!sbW)_*}imerf&xrOEH18d@
z$}ENe1=oqBR-_l(c0Moz&<2*pvoFm#2MLQ9B2yR|1`%O<?cEA}*#CG<SxTQ=yf-pr
zjjg)Qz}(>?|B1H~8g?APr%t@ej%yuC3X@Sx#v7>!#Eir;=PjUT4t|yln~7pcjo7fR
zBCln#MB*l2D-4$7%x<}sDxv)55U)#UX70?d%BVGiYSH&0d-$+-24S`xrt62a%;-c8
zom{|K3Qch;>Wt@reH=S|-+tZUV;skMp`Y;b!AGO{(}XBku}v}Zc9Y<EwO-(OAhsbQ
z8NOIK&b5R1nYrbmr$SQEwUjO&pO`cXPB*SM9AO1TA28*sjC5nsDxSqUbr#x2@`$+E
z)o<vKaclc<aIi{a-NGs2PP)k37g@&>C~m6KTnB87xWqgM?Ct}%oQO7?u=;>WqU?Qc
zXTuV588n6Y+m%yu20SFrLL|BOxz&vrK5fhc0f|+ybu-GcQqn)RW0FXXxN9lcflx$P
zeqY?3>6d2jJ+I*pp+69wg3_+1Q`m)LZ8(0NA12Vk^LKwRW1+D5bW|&MX)2rlP9KlD
zg(fAyY)njg6F<O*T$SQaA8Ke{65?7!e1u{NyRLq(DuP}Fj7V6Gg}t@^{zZEo_80!<
zN+0Jd%1i{akmeh+kZx<9*b?q@jP~iTHM~jarC)m}*zo+7`=g-Te9n=Q+B%)2t}$W#
zd3=0=xTnC|cC{v3AKn*Bk^RA>l+#PMEl;-mqZ+c<hyz!Wy7}^1X2gUcEdwW62=zcz
zHZn_WIC0wr*CWDQ1lL{Y_Xk-%D6&kG_(^uSt;n2!<D-jD?6p4j&cRBoreQ@OQQ9Fm
zTiIB&d2o{I_b8+gG&By6!jRv`-@4InTr0HU2u)+-pk0Uh=;F{2dX+;)rMBrspcYLE
z7pE=nhpa3gzrG&)Oo0u|#Hu8(`aGmTp@V2naGL1EffiP1NGvEM^kGe$l6~Q5!k&mU
zxGk{?Sl>9Pp%TWZ3cG8aG^XMPlIUmWWe-++=qDdQ#~476xGwp@(kLZTK=DxzHpY0l
zPDwYh`<t=x1P*;^1e&gy#1JMjqcu@Te{Hc#7=R5nQr@q4Mr=G1Hj!KCFbs2R)R`>v
z{i9k)JdrhTu>5WqQ89Tdb`<1+aa_eNJd=@(5hO~eeIOZrQHBqtW_>_&Btr??xdv31
zj0tu7rho(GNnRe;4F4K0wqvtcX3f*J1EJVNTR*N^A88`X#M^MKM)X1)u6V3rw#`kx
z$!CdcHpU~(Gg?pc^a^JD5EXHA+Jd@)8dWxQ3}!{2XODWqWVh#JZ&tz7Cm0*oWSzIA
zxmnIsds=}{WGnH+Ey4vK156CbK|uu{9+XGb9C?fxkHS^@Z&H*94-9DyPR_FQKJ$rv
zGc%;|ST`t6|I%47uS#-GD{pOh>z9}=r*ZOP&NtH0YBvgB@8XK)C0yr<k<3*U+bB7G
z@f0M%?W|=7wW6%Hr46M01;QbE))M>Zev#Lch989+C~QpYX-WZ;8Jt|}-0X(Qx2r8*
zLZXu0Yj~T(Zbxdyass=~c-Hbv!`X83?x8wbDjG3$a;#D#tfB{5(pEe`gUWW}$JyMg
zp;yXADcMpFh7;wSU#k%~Dmjc#Q<kp(4Drg|hu6ZRt5+eJ_lxmjzg@sY+J$d~E?c%Y
z?^lVboA#z5gDwT9lu&pqL%)}%g_@pQp{*;0KD(3}B?wcQ$E~S_i-Yry^J9-HGA>D_
z%E(?wqkr?4FP)vm#jWWqOp{iyHtzv_^|N}-U(%TvZfj8|qXlSK%uDsoG77%$wwLXm
zJZ$Xe$<ON6=v)05!7rGw(_VBx$hmo~uVSw2tpx5?DKKbTvf0Yn={1b-ypWfvFu@f}
z?$3^Thkq=;6qr;Z5&cOym-nDj`c#~>`8s;@N%g3-WUoF4j%Iv(FQMa<K$9iVYQ$<W
z2aPaq!k%mNon^{<ojDN?4I8hOccFzd_;6|cCh8S%ZA0wu5WZ~PQ9L*FmW7!o-z3x{
zu1Hc7erd75Tn+;^OK1oL7=~>WYWGQXGCQ7y=h;8XsxB0~bDeK%r#+^3Q0TjhkvGg@
zW^^xjULuG=Mhs^1=~WisfmICLk`)&~gGy==daGh+@HF0x+cC-xl(*v>u{dWy7K;57
z5fyVxHWqJK_cZVJ=ju!Z2d$&^_haSv_UGrxJOSjeHLy|YQT1BTX5TFef}9ACmP6~w
zV~uL1!F#ueHx<i}&3d8tJyu^>3V)RLiAD+=u$U)?qW0xCa0|0f?S3x*vYMotI8?R@
z|7EY?b3~mBVH|@;IRj<PjMCCV79$FPSV`hmE~U#AyuibwI*ikKui-M<M}>_Y+kf$r
zYziBvCi2=~8&ZQxLZ@4}GEHM<?T$R<q%<UAxuDfEzRfk>_M<%IYn8FQTdO~<z!S&U
zx`#aU9@!y#Q$ap1+niLzq4)0y!xa!PnjL?ao9DiHaPoQ(+KVQ^X2LOT;~R5^Gwb&j
zFK*9cRxcLqr0$nYxzIipf6Hw`D~x3DCOw3rC4GGsYRteTDX5J$FL)m0jo&VeLNNJF
z5ce*28}?8k8}>bw)uyrGe8t^}J!^(y8GHNWGwkSMplc-3N&5Aaf~%8@D7E+nmbUPi
z;RtDd({W0LMu}Cf&z1%|mre<>)mc#HVOVSy3T|8j=?_QRii(N(!rZHty<E?xj3DOU
z?X5~SyEJ|^DZV@p$U41tDKtY^{SZTBtoQV*-D2Xa3&rw%+i;P688~Yv^ZhfUg#d)U
zz6-6G$P)Cj(DA)FH)dAYM(MRi-^L0n`Rbo~Gj%s(At5L+lm6`Ezj!Yulu<mn)7YGt
zFTqm2KHp5uYk%%?|Mm{oyKyio%fvQpYN7SNxzUd2ZeFbB?$xouIp^ccxOO7?nMGv%
z9d+Km2R$N_hNpKmrv4{2#`81Fl`giTty#tJF^UF=Nu5z$A?+h}k$=f9QTUiMVGX@N
z-b%hHXN6B*m(-H(OWn6axkrE;0Y9=WT8#oOK7$Qn!XfR2nJM+{C!<c>Yf7Q}Erroz
z1g6a5ABX(mID0f@F!6dtwJYDOwhbHKH8}~k`wwoLV&`O~rGU9$D(k`P7n$Cr(xr39
zdlCB!g8d8Q6<o|?PoVke=Szbyl8-@sx23bMrKUYeUB!>9X3{MSd{L@jrwTK|(+Fv%
z`^|jIm_DhRBfHP<-H&DK;T^Q=S2Wmp5$nIk?MHy~6+5I&5IkTS##;|$2n09_mQolP
z24tcXCK+F()3t|2Ks|VkPp|n>xd?Pj&PwA198`U~^GwN`Syf>pzh|h`*#%UQn9}tX
z9yW2MkWC0u(z$AR<*@K`C*^)NG`5Cl`g%KNNmwl&3Q3W~3~V<`BzO*rz5IS84pSSf
zY>fYXrYYsM;RvZO;Jc%u<rkn^5vp&B{OC}AlwUt`o0k)s)BIQ;;F~u@cELZVKIs+I
zwZCd+w)TO=yJ(krk7;{IAY-0oR|@CZ$HOMEP_DA@y0yxt?UN-6y`~)H(z|>m8>2>N
zTQ#nfbgD6V**bHxRMG=H)<@;5l;MXXlT%r%aca76A9Ud}hD#1~3=jy8Q}(SEE-O$g
z!CK38H`d(qy85<1M*z45bK5+l%SYNK+38Z*(f$z;&21^yIj`~U_D(i#`W;?BGHQg|
ztNTu-y*THPS#Eyl4bHdkFMcV}_d1^-Th-{gY2Ra4@952Ugnvs{uE68GQ&DmW&!wwy
z(W0w>`4|`3paTQHQ>E3I9Q^F}?wtVXS5@_AHKmSyv>#l8vVC#y@J(!B8+_q$Z(#gr
zym>pg`6i7DHD<rSxIPHknZ9#-AvQQI4>Ef<ztO5cIBwJySSi6PMCo`!uTieisa82Z
ze_g{y+G<a}q}zS6uD^J5ek}8(rR?|e_#Js?h(%ip=A@%GXY9{X`;rsS+Js(QV)Ab_
zn-fb#txfos8@^9oD?_Wf5gXCT?VVF-CfbHPCYH9P2`*CgFSSOUzI`WLKCv6anO-Jo
z?40M(A<e(F>Z;}J8&*~a81r|nHw^2S)n7c*_<qi>>b*8+Zsc9tU>jT4Ucl;OdoJ_g
zs+<Matt|9DpT|r+a;&Q}24lZ}^Ik?(oig_MlB4h*!-avJj?Plnbkn9~rIj*0g$ce5
zoQ>5OY3nL%yW?id!lqsB5lu$Q$NGD7C0DzA%O^ha6LPqg6VL8ENR7vf40pcvXx=(p
zQc2Roy!eM!=4smaUOn=Lb(6mFbh*3cwf6TJq6PGh1#<t#yw@u~E)UnNk6V-6u){8i
zMbS))*^rlSlf@#f*U$M1S#nevS-m1e!7lBuTKz3NW&3Wdw(@e7m3F><YU;LXwzzYn
zBpOyJsk64p;Bm&)&MqDr|90>8T4DK{q*3$pXa277*L3=vl6*b7EL2%0<nKc?@YpHX
zQ9Oeqsl75YHU+nDpQvJEPq-orJ3CFk3%tcx2rkrmA7~>yeIHq@B*>C*P_db<MEpIT
zv1ElZ#NAY6u`o3jKk316NdIcXV6>=nve5rPPVW=-od5DuH?YHaaomA7QrE#_#lB4u
zp6Tw1>-}%en2dt8PJmV^37Q+;-LLM`4(UsYYMT7))8X`fWDP#Ih?u@rLuGVU`~<OX
zt}a7GQ1EKeceXu?{W(($zg~vKYyUR7j=?#G{!@tQNI$8J-Ute9bR5mJyuRR%oA7bf
zw`jQ8)1XW45*bH_HyaYGYTPy$`%krMc($n=RJ9cDk)0M)c7n0ORmOh=a|<m~V%nDY
zJ2LsI3CppxHQG~=%hVL{Y@3oNJr)GjP+-$nNtUEbz33L)v@Th`U)D?5&`f_bQqA7L
zDeRy$j(-r-f}&fqulEq~Dy#3p#W)FDjI!-J{-e{m;@_?=I>j6)LtEM+fW0=f)Il4E
zWmD75DeEO_oQv_6(>c#a{TbY)sFrOI5y-|>y6deLMyo~3*G7?UVp;a)lAfGWd)9j!
zkv#N<pBqNL9LB&vpp-V2^+#5<{(POrxx2UnA6}SaAv7)*j)=jawe+(<C&50?uv-yv
z0}auukCggIirFG=v#t=W?nq9xb7>2|V3V7IlwLF)?I&Xzem)c1&>z(J!0NZ=#$EC~
z<cK=e9{N))&a9yNG|&%cy11z$*jOzU#%gHo=xNG}IVbe6y?YX|&|Hi8*3GZ9u6S-`
zv%ipgb-`7;XEUuQb9AMZ3QFN}m8pIEI)ncF)oJ)Ju2Xu$Wo%rC8hY@EWp2636Gp*I
zOu9mwv>(FKzDb1uw0PLK8mVa$xL;F|e`gujvnYVNX+MphINo+Ogb6HlTTMRLj~_0F
zq>Tllkb2Ryd5QZm=3HK0GMzSaza=-OnbUL<D+x;QEB;(^oOsXD+!T4$*9O$jfA6rD
zTq<WE>!2@dHFi>^tl)Q)s;|NheLzZu`nB8@25QPPSs>>1&A|Xg82Su3IgCjl624-9
zl#K7bibU!+nR!m;iYmgJiiUcpLv5ZfqRk<itK|m@rthpP(PPEq-ifMN>MU9<`Bt;n
zla-ztT5OfhF6rr-YyELd;CLTLs-}4w&qaH|W_w>N*I%`5`BGEa%@1;CYV7#&q&3|s
z2*a#F7GC0o4Xkv_Ko&Ia61tC3F@5wblm~41CB{kPd+3+%;|~c?%9bp2lw<Zz2^>kz
zXYt_Ex>a&&)OoBtL#QIU5J}MSLswjCU!K&WbZ-XB_f6#n9W#Yw@v0Kj7Mb09ua@og
z8ag6eN4k-_@*hWa$2w!|c}U)p>raO0y&(?L9RWx>_5D8;-9?nIwZ@n#KKE}KPv%nP
zIg-t1&nHZrt~gB#xX$)t3V)fCXHdOAFpq*;w(WzaZyS~)CP<NX%J*X^;q*Pz*1|Bv
zoOEH+V;w|rJ!`@Bh^$=l(6r37my!qbNOBLI+4MYQOWHABevR~7bLxHs^Sp!q(a#j^
z$0$_P>_PPe9uziF{uc1_d)G|M#?f&}o+{}&E}M|q+U(WU!23A8k!h+>F-S?Jnc?SJ
z_g9xaBv6V)6T!f<`-YzT>ZajMo%Jc$LG>47e16a&gI{v?;0dO+DL9kgT(HNPB(-2y
z!eIQRLlJ{CeA%nK-*vTbjT6oJ%OXRu!_+Uu8$&zsr$r`h=JkCD6uT|c)+)QYt56`9
zUzTNQ^G@mb+vJ#$r=$KL&+zw+l@E8kzU@kVgHpQg2ZxIj+eHn6M7NT)=~(pv-PNBZ
z(tl*y%2AXvWV;Me5Ds*Dsz-A$@u)j0+coT%!+`1iP+OZ<nvO7AZ=aS{4we(#bF=ak
zQ94u6^bo2S8PhB~hLd?~?d$5Es`Sh3+`)(sryi$WSwq3YtQl@C7oG{z4r+ktib?G|
z#RO`r8QnKmFHb9rY=xra@p5g|Nrn0#I0U_sfGYxT;@nXjVn?}cX8d~1K2fZhjOep{
zyn6q7i7fgZb1;f&$GJQ1D93IsA#2%|$B&nlCA8~cSklOi<T*F=Je{LASpyl9OLQ1d
zU(!t9D9ymvQN-J*Yhv^=a{kD*Wzn$(-?Sm4<;;S$)N}e{-Jb?pbw};*-~-~q^-4n1
z<oSNuypy+MY?sd~`B~XMF1KX3O7!VdUZs}X8hp>RrKe7A5wfzDu9Bywk->P#p49ss
z{jc1%sl2|aE`C4HI&FiLbm`0LmF<^*X4G)3%)?mt-c2B$G&~0sXT?rh=}oXsqiKQ&
zQ!9Km1Hu_`7^`Zvmt{>P?W6*lIPV-ZM~pTq-gK^~Nn1mvMt>bJF>PPs=flH0mqhTH
zVPhk73gbeaTHI%`VAl@{I=AadrsM5pFHh+6cvq}++X@%UH`aQ`CBx6EG;-9+L)D8U
zj>Z{kBQqj?Rw)cQ@PAtz;jug|0)CBHP+wJx*qB3E=SW+y<U*bcZJO6nE5y>Uz4xdY
zE>bz1ca@gaZlhf|nB%Z&v^0pAzO9h>`pYNn<DUvN?{#?6SHATfXOZ=m;9>5jFdR)h
zJowo>^e>*pcml8sgN*!mzN@aHxM&7ZFF0K>QdWq56-d7L9CDE&Pk8jOsWi$I4f)lb
zlx+>^-U_5`*mGIq7I5kn3%?e}bwt;(<287zzq?o9P>sHn#I7)8RF<TS8b_Arggkju
zk0IG#Ud!h?m3VyCCAfjLc-@E6&t9if=sH0z^NpTm;aPL~%&ASc&^rTPi`RpK&-lgb
z%<a5}j3V&9M}}5^(X0xuTk(pc;Ir+I^riGtj~1HdO<G%x-WjHph^6AF3cXBb-8kYi
zOROcXtX%Fr=jg0z=f1>Nv#qn_D}qWdvLn^ZT#+0;YfX*}&e+*qk2e3UgO>4%#Tzek
zSKDPbL7|WEUKl6#UY&ndry~|Fe!|quBYpbdpkeJ%%c5qjsm>bbzqN5cATTSUR~i~<
z2>Y~HR#ZT;n;iZ!Vb&cmmSV~KPGra*S+JCGe^$Lzs<bg;Sm%C}e$=A$LrP|IYjqV%
z&+3E#*LEk*-F;Fq)IPz+ICU$#e_&L2RjNyrRINR<a1>W$0IPa^nZ+mPy?DuL<VwNG
z-^e<eadT{=sNW}2Q<=*wSrRR8J3hI)*l%Y6*fNDYJC=&gS1leY(>)$^;&>+aE(p!n
zg>5@rNyATW)Ty>Ew=xmjS+xoF2)mGv+`nm@oNrB`QpdTDRckbhT+CxcChx*@Xe~Ra
zFfmf+95ncG8gp2Q4uPGxWeB-EX15FRBA`|2vai-)<m7F0N+juiw$7Y)VC}=TR9LaK
zau;NsGlyZh^^s3h`mCo>Gmj7b92|d^=OrV_%}>txM4;r=J5cfF2|Lc%JKWm!5xyaz
z+F-M18D-O<q~l6x{ikh5?d3|r+qV2%OFw2@h7I%k(qy6^Iyk*(z(VZO+4KV6-44lG
zJy*hIo4l+CK|Tt7NyaU7+d~&htNci|3X6#jjAIYq<gAqwFcOZXS5*7Hvs;F>Ksj6T
zXtajG&ctlw0PDH56pOCx;#PaP<8L}=Y1;}=zmNfviD#db2Dp98Z>Mb&Pu)nui9dyp
z80kF5E&A=`Jf<z`i=tO->Q$eD9b>LGicgpDAhS`RQpcudeQ~F+gM9u+74V8gdG)D&
zihfVIV6I7K^9X#{7*NiwEGvz(uaI~5UL6Kk;QXZPs26Jx(N~xUb;wqkhlw%WiD~k<
z;-c+^^{b+cq6=daY1t3V3LAq*8;y)C0^s%gl8vGzga*!egr>1As3)6(2gDTEp4TSq
z^PSo&((sx;lNUiZIC*YS(5%tOB{diO_GMYbS%qG^r6tAsshmw4`6LQxIygoP@C~!X
zge5Bu+~x=`p4G;lAxPjH1>m7HI-Tw8&!*0%BD#70#(?qmA1po&eiWPvuZUe=$tC^^
z)a`GU>o34dfR~;7UtA*uL;GLwp1P`%k{^}+o%fV*vN!+Fv?s^E87BRQ-#R}8-uxRU
z`)_DZeh4l1@3bcm7a#dw3)f$SCd8KgFSi^Xh#?Ob#J>73`tz@y{WAvA|JOJO0s7aP
z6GCqO-4CHV|JCN^gAkzXyyU$6yvToj|I1;An-Ai^16g=^Ap7}?0EIAhJP?}nuQeBh
z9OZ^w8s5K5zaeME!wqrqf&4x9Uj!-_=il3ScsP)GA!B$TL@6%>>Er)<zYrpo8$y;s
z+T2|1{~YJ9V?h=!$o1g*i&}-Ox%t`u|8(i!7v?{~cmJ3R{g1SrLF%~U8aq(x?h%=F
zPRdxX_yi6J2gd;8{R8p$E$nq6Ds&U|$R#*v(~ZtX&)fx9J9mjBdqap!glx#fBj<d4
zo^<Z_qsd9Sd)9aPoKGoA{h1DKOK7K$r6>A+-w*61FaLPz&ONZ-rZA09v`u2Du^zj+
zc`5&#FIIlMbvT;kjHUCsJASY>ieK`1&6~3Mls8>5=22d@p5gndSCF!%^ZTV}$6v?k
z&ip0j-X|x;jFPjthN?+DgVpV4X$h$^15;PcSVjh;yxHCMw~HDA#W&n+r%E;Np7F}6
z2{&r*9yV%NtVC5#%8;#U^AI@m#B~a2n>Ih{M7uH!nG2CS<iHOweR<|_aJymVVQ}Vb
zE0oYSX6`bD^^>`Y!Hwm<)WByMM`JvgEb2duoe9~DTbhZL<uHcuebv;4@UCo8+9B|h
z#21X6Z1a3unkr+Dzj!h?jr+XO_FHPZA)j77>a2$FC5`RD+99dp$oLcXX@3YOoJ`sv
z+cId(Ee0x$E%QEhBA3pZQbEQk{7Ms+sc;&o6yr_yekVf^3;AH7`=!ZVtR*cRrhXiw
zUAj=t1GeMt`4KU|#Ny5<J<m0=;355t3>gq1Uh7x@gq3c`$tK!pP==hJSFzg3^j2z?
z4@OYXeFw&Qus#F4B69-E4BBWZLq9H@=3Yb>kqk?zF$xR=A3kp@bo0HDvas}vL#OD~
zZ98+P^OIBEaE-KZ?9t1)Rlemr_E)IEdgi|!rT(pK!M^}!2qgW_oq&gz=U;aR{=et&
zzvA+LB4PjQyTX6=wrAnt5FlsyYd&&ta<h{Q@NxXFC|GhH9?t*CXo?pyS^pnKQxFLJ
z|1z5TyXRj&_}?km|J!Jan-{{Z|Bv%>&)>&bW8vnl>%1##^hDoM*>cogmNrY)GFcXe
zf<OYR9thB-#)Lu2X?+Jr8T!TgSPiF1ZAq)n_B1qoG?*XYQR1oEPVZ4&-Q2vunASdz
zY<VeomzPCdXwdBt)N@YOLv1B;&U)VMH!Xa(?lu*W5_c@EjY+fe(Oa$V*K?A`hi4>z
zfb(QD3ST>iLqsFD(@lHB)UbPB8E7QVDzC+dr!;IBsXXnwE>Aty9Nd_!KbpC5wifi`
zVs6hLN(DssV5j^RPpM`hZ=_<rd{I}`+lO84M9(0T-Dgdmpp{Lin5Al?G?p@0P-b_$
zMZuM9gAeNQx17U~yQo;_U`$Sh&$jS+if|I!8NgA4qq^OE>2#Z8QOaha5%S$F!3?4C
z3q+}wYSD+Wd-R8ndNMHsfyQ7_=YmvofN)jo(=HR;_v9X?=2RA(B1eU(vNmP4DGBZD
zC;c%3n0x*`X4rcsurz?obOkZfmu#C2FpRk&dC#>d6mh|7*&TL42Wr9GkhrG;lK}%0
zE-c3wB9)%e)qAA8sWh#FCzjO1d4o5Lk*T11K6;~VYXfRb)3n)dIKlD&Hp<T63wh92
zz%-Rm<OK?-fa)1_yKFg%3NTG66n25_f09tQp8yQ}e8COI0HRX~g<nvEu>lEGLJ<xk
z(H8*|LVqEVm>^hy4JZ=xmP!azi($ehfo#I834}+d#k?&>Hcfmag<zc+<R>5R9V-g4
zDj+oHn)hZ4@J#xi790S$qg)Sb34+~r1Q`IlDAuDcJnSFs0A5?CEmZ3f&P-qy0N+l4
zk<@aOGd5To==h-(dfV6D7jYwy1l$Bz!|aZAM%!@a0c!%ZDgBYQV*uL4#G1Vs<Cx79
zpCX(Yz*-=AAnV8F&{~3RN{}J|k203h{=;%`Ehz-#^Z?kY-`XAy-~p$k`7yRXf!u&o
zA9cc<aly7AO#l<77CEytzBv9zorqc-6MzX4gbe1wL{M)gJY0c-Fp^xrN6bf{FQzXL
zm(rbzSu8VQCY&9k2)hWjh@=S3gjIq`0!4xgObnt0tpJcfA3+EpUBC^13sPo&zNE^7
zy;~1N2;!H30GAS|6wxYCDikov>Wl1+SbY=h5&{wg5`ZF{BDf-aiqAl?i!x@eA`Y@p
zJ_{3+E_#bB=&e2lzEB8Fsq$GRcuTC7Y8hAsz=h)qMJh;4P-ZtRg%(dJl$`mS9A<>0
z355}lci5*GVONhP7Y72p;m|`UftZJI5(p;5+v=bc03A?7{GJFr{LAdfXb|&90{fLD
z2m`nweUAcm0o?&#V<F_M0muvZ3cBD0>jQ!Y4qhlMZrf+C?*LAv6Sb~~=fJ=m&LxT8
zXrLwaeSySB#j$nN3p>yfFffg?MQp#4!Hubx3BX3x2~zC&d;!CID{p^75559So0#?V
zJ_W{KaDfUaiN(Efw+TAW>6Wh(Fatq(ZxrCU`%bdr3B{R)e(!$u`$D?9C1qo?zvAzL
z9(;$1PC@*^8!ksASh1|`D6;P81%N?u(vNs5B|{OrZI%M?19nF$ihjO;0y{!zV}Cje
zm}=#oJkCjkdtC4fgF0SucNXU)Vk?`49+b1w*gUMW@>nX=J%UynQRNAk5%OkSu<qno
z=gKa#9oB9m-kE6QuYhDw=WF!g+IZCj<pKCiGP*-~oCdNXba4SE3+Tzyc=8zdU1~Xh
zj4ZgGt?UvJ`n&8N8+7aYG*LKbO~xMBtuc*P(_l7}6}-CrcRG8Q1Ek-4Kdt@pRi4}T
zHQ?F2p`O7OOMn$F73xoeA%vBKIfZ^Coe2}efI3BZWS#K}?nb+2DSQg)Msg>c=@Pqx
z3V=OyEHn`FVpwcFgK8%^<So<>afEIsIII*C3~_{cM4pMe<oQk%{2g%>+MQ&^Uf_<w
zD>PU9)4FUg&wv!0Jb}2yth_oxGZY`Cz06V8{CDYAC=(K}9*B)RH^G?{+y*!xpQoBo
zIMOlW0{#ZtV%h?K{SCl#fUJ@6b4$|z?*IsJ!lCHmF@@qPWyWf=8sYz7yO%(72A&*S
z8&i(0f{=LVE|hEZnS$Vrh@)q;nVJwo*vEG>m0~qeU8r-HSTiwV2`~X<hrk)}Lh0Z$
zQ2G6Pm25{zB`4XVm0!!T6Kwz!Y;ZWl-@^@<oruwZi3NxQpaB}3M`%I*a8zNiLep;L
zpyO_7pZF8l_oxF`a8Irr5^Phx7`OHm5`177&;!5#a0Psi`5w56xeDB;Y@}=?=cdA;
z@UFdbgu@HPE&>)o^@SKq*HY-XWa7fP{jy_UcPUg3QG&^XdW19IauOqheR+3CRfrKH
z608e3Q#P?6xJTHT^N<a=N0J$*kd5FKVVG;?87?tV=tqv3gy2BHHTMigFgmO-d@6!3
zzNNqDjHK98@GVS0+@uI!ywFCpGZJ`(K{!*w9Sy8IlD+__1Zq)MiRr|%hqA}kqM9&(
zfnY4qAi#<el@gVlS%M$72m*XlgaSWmWl*J3fPiwCa=>WJPyjTX=u{j=U(COz_OEE_
zC_m$5+F(vGCulPxs7IO^)xv|2eAq|$ndy)~gll!<Yv@8IpPplR|K%GgLQjJq&DC$0
zKi3}F?ABI;j?SuI#;UnmJRSGa^hu!boPKuQEL6|RuQp#Bb^6Ko)Y1f@lr66}m%n}a
zne&*I^X)gd`NwPb4?by8;=L>Br;pn4j>Ip&4^>AJfAY0EU0=`_<a-O5;8*9Zv^!i6
zsj`xd32@3aF|Tn|%r`pP>u>g$+&u=G1T6SE?nfRU9Un7j*X4WGkQq*kS9cu;3|3cp
z-uO0jX|{Bm2AB#5iLb4`dUPz^vgveqo?6&>RR`Et@76c*RqfsOzRS>I(ryVXI(>fK
z%vBzxa11>RCOx24>oh$TM~5Nb6=qGzEIfdLor3<DOCnMkG<nwWs2!<&TeI3#A0*}N
z^Csin8l>y}4RQ^NUTL<up772^8iLq`W_kd>3oy@)&o_TAZ4wzSZ#MXuyoFvozdj^x
zzB@Z9Xz6I^p;}+u?Cz-U>4=*`Yq@Q?aKSqvA3zE^&RxqL&I@&IbvB@A`F?Q&-U)wh
z58Z)Zw?MCGGP3OHo3h&u>&M6$_Y8B$a7a-6@{Y}W;e9_ZY>QHl;<V-=_G7`Z(Gtps
zpqBi(jl!QLKfmtbS!dX6&M8@k3+uH@UuEuF5e9}>W?5E8EZOR0FVS#sk7-q}mMBfc
zeS3KP+^*UsHn~|?isZq+nyvB_S{+vbUtz%*m=R5@5t6)khl7pGS`-|5w~OuSD4~R;
z{1fMw%6ll0gh@=EHodvj6CQOW#W|wkM_<XJsYd%RWn5WHUHq~&vX6c%R;JrovPV3!
zvqAg6LOA4V$cVqL=XRS19)P(x0`}rbipy)cbe9DaJ3E|fx!TZJu}(~3SY@^|v$)YB
z(jD=C)|!}EO9DiK(;b6z<Gx<d!GtTfl7?e=N)^f-o<G+TssNe><%m9J#7PjT5Y+1)
ze|7G|sv6t0`Ss?&d%X6xit%FPclmaQ(afqZ_xXfXf>W>z-kyyvBc&$g=Pt!10D>2T
zgp@@Jkw3pPk|m|;p$eirPf4j&u$cdVVm%5;kN1yH;L#jl^StqcQdmF=xtZRAS9wt_
z6!g_u=?&OwxD@PZTqc?Pp1y{bR<wB!<r=c?zq;O^5m=w{3-h{!+JOW;uwBykzgsT-
zN{Jso8#@_2d2a!AJmSkK$4Z$qitEa;BF9RTk;Il<IkK=zcxkaUXyF{d(iVS0zLY{V
z61U5=OIx4fpSG^xNYRqKHgXEVpn0}-@^)G4ne>Ndz532sOc|KkBG;9>B}t(=GuEZM
zWxJ)i(T>hx?#ReD!-OXKuEP@D_#O~;H!yB=su4%R%rTy6NAYEoy3ENY2uj_`xqWg^
z=rB^a1)v&y5{W|(-@dXZB=k>+FznametJA#8hBJr>fc4&wSg4<p}I6njI|nR*abW=
zJP<s1$px~nAlq#p?BeYTBsP8B&De#%r1Z(^lnYc0lr*I4fiL&F<Jw~rkJB!kvRlz}
z606=!X(`(0utr+zd*2hvyFu<0#X=n3Y((cYD|CsuHzLakt!;nnh-r1`=|Z}4@)P>X
zvtY!Em&}iR(h|@%wZAXE^$^D1V{f^9L$b1RPdZNm+r7^}+4`)z@yso#J#sFo68R_e
z4|dyw+ZOv2f!)Cm*?3W^O9q;$!;};^4jz=)$k-sZWMZ#Cp18;!x*(uHf9q57NQaT)
z4(ZNiPOmsGN>!Y?&y#*Do>k<}aqlVb?2gE^E|{YhaluZMT+91-e(du^Q6<AS4*kH`
z=d4a?5iHS!l%8ObhhTreQIEuwi%b_{LD_zO{uReV=5w6Cgi<eRpxjVdNvTmovI~E9
zHk5-DgS1a_R(tlC1&sz2wj}a<mV~kL(28%_w%>3SFjs77#zwJTtmI11vKdoiPVv7b
z?T2+YsxURFBOXpl{4QqwT_ojRF~O_*D*}t{Mm6YGq`|w);nEN<QzqS>smc+lx-e&p
z>q9>`%u-rowALJ<9-_crV!VVeLaOHH<qz$nuCAm46h1M2xQ}TVdKSz-+U<{Kk_WBO
z(Xa1rZkbOE*?a5^t)%_d))&+F1r!^w<Ioy@TTOkdtd7!_2Jcx6LibGT@7C`hd+0T(
zQB0@E(!flssxAI<An~Mw?U$w4a<F5vvN;Es$105DE45Qp-ps$3<?C>Qi&iSn3eK)n
zuFUGqjvCF@IQUL?vuAOJTO;UGymG8G$AyR9dlPSYUMT3J(0PVc6CRwYA_?9J5nN|k
z<e5C9Ch=^c)@S?F&}Gru))^bm@XoE%O^ab{d?Zr>DMPMR4%crf?#C|#MnmU87Oo-w
z<TA?y#mm?9q_okqa9EZ}^aLxF2`aaN=Hyuc*{tRCrxWVytWU?JOn&}P9yTPpBE)Ld
z*WZbCITLrKw@Od_$8S%y>28Y5qgn)X>-Q9y*qt@&C)U=JQGJTc@`O_`3T2~=4m_OR
zK8qc64R3@SDvuM4?#sNiCjgktC3DTyljC>4BVD8U0(P#vb&S3%(v7&vP`9uU_crD*
zdlk!2Vi791_E+ux`4m-NkY+!grm!J$0zcL4tsl`4g!jFUwuQwjBcpF3I_R}{E7H{~
z83UEgs4ilAq~dhL5})EC`8vd70~IeSiJ41(h>=ny$Q&QRh1aYf9AZAu!J2jMAmJ#9
z!2Qcfpu<b76W&cf`N1vO+*|7QyLmDE89b)V$`oycM`F{S0l#zb0IeZerK{lWkjy&*
z^B0-ygWh5|y=IK6PkHWWf?A>e-#sz-g+>R+Yn^5UYi$!JleIILeMm?VMcG4s8L&6c
z*&Z<V*QRg=<@*J@U4+>;llT8bCfg|WrJtcG$u#F$)i@_DL{F|nP##@0)-G#=McNQ8
zLvus`=^r!-2$8S<nif4whDC(>DYLJ5D;umNQ~C&+e&{ghU#*g)IZM}^oO|yr_cakH
znCWnO^)$+1Xr2XaFk&{hGBl)OIMmlf6n&LU9IHNI+F<QLC)?uJ+c7412u~pAj!`>m
z(usS}(y%lxB<9lGpf>9zhdgdq$1E$97XaG^cb@=Z-xB$2?DYn(KXC|W*$Y;;3TvNi
z<R6@#{G1{^o8*;QuMIVJEe^R&va>_etkuyMSM}AG?sUxS@OYB(HC?+rHH#X!^<e3@
zv+U(uK65Z?`?)5lg5k#S{i!;h<>Uv#tgPTu_Sm@C9e1415f92R)^+v<7b1Ev%W-$9
z6Zv4so!~k*|9)6~2&|(7mMQD7t1fNjFH59FH4N&@fya1QB#GvzlF&?wQte<^)_oJ2
zk+0@b*^n3g-$@aDVD@PSI>qlp-dP&Jszdp<4t6CgPSb?hHDh4Z4@yn2r(H;=%&&<h
z=e9umdzLenUwpTfW9(97?n&C?Gwn{@8}C$<wJq(<<vuJv?KhlJCwGM%5Jwb$@2>DD
z&?6|!@q=$m;1@sdVF*nf+~Gt>u@Kx-@W3YY%|0h##7Wzz1Jg$xQ5jKYk7mv_ZB(${
z2oFGWHO19hJl_G@wlVsS-364R)w|vc7k%dx_Q7?{*p+>N^u06hanf3~d@}DjYNn^X
zI+ig;G^!(?_g975B3rfXp6n3f$B*QM6#M+-NEoo;;~%Nj#izBsi>wE0i7ds)nS90P
zRWlfuJH@9MRiY$}(`1mPn-gnI{sfljC8b6diQk(ojj?kBg6hSMk%>Ap+u!R$=U2-!
z7D<QLR84F^t%rQ^T*SNYAbdYvA<~zvn@KCY5hKP^uN0GzEbgLq>O=;;mvF~KF|41{
zL9jY@)xf+sWHOOfmsA;i-r2(@{D<Y-vJ~1?bkD-DS%AHdIv$pM+1&Z*h+uTE=(4_Z
z&TYZ;_V(20_jC{RLt0t>2kUSEp~T@d0Mihmpdp`m>rKY<0wa+G>)lG<yCf1YdvQhz
z$t>z_6I7mJdpK=xb#R8{N`eg4oA#IF`J`h|*Z^}C1!+;{;XTI4r=pZkV;IT2y-MOA
z-?!R*jth$5*AaQi%pLEc|5Y-}G*ZH>e28^if2?#y)7p~U=%y^$^M2Iwb$EdJf$7gB
z1{U8Nw&{NN$JbuXlnw#5m9ZKs;+Bw!T~YY+J2h9<8NeIE5xgye>3LO%Dr&(6BmRBA
zK9q1VuFwURn!?0@+zB;ck5o;jbKoP)fO2jzU?cGglaGO1^$W!wHF}^s0|$_$Q`eIE
z-GKO5Axp?ECi(`BIyTa1<lS$D3pn^6DZox2Em>O`)O>X*aB+6)z(JUmLdW6px~1VT
z*{&#X5k*<%d+MT04-?8*{)j#s#<<srs1~zUXUT~w&o@JDqi-D6fz<|IpF+<JUhH46
z5jHMhcZ7D#9;j%i+}qlwpX2wK$72>xc_UBt*2X;(x;6s4Uud5UpJa!LhfCszk-ZP`
zM(wwZ!s($gglnh_%tej_Kg?e%8TX<-PIT|@ce<{8P2ByQBLcfqbUg)9-I_<2{@SAF
zOVXpVxk29%e@qp((-U}VbI))3Erz%#X(_(TS%L4hv76QP<gjiGx#I3nYHZ1wGfU$)
z3$oinpO_GC46pNoCbUyh1ol<MFCH|1=HI*C-=YN2h~?E^7nJcXSaw7l8>}pyN<b0M
zxEUO530?vVubKL5D|>NxYcvx1sTsSYp?_$d-b&-Y6fjoxg@Ow;p>=ei_+N`Zxcv%<
z+TW!tdf25nt8NcLC~$Ak8<pMl@xm2U>>dl%&9kl6`{JT=0$(rG^-*<|mou>Ar;{o@
zbD&>HLDL>t0TOYYLM|{rc{hw3ZiI+=cNN1k)#+DtfE-KSfueF}nsYr<kKAcfMO2pU
z1at{lznI*yPyS{jSX5CSdkU2N?OTX;d1$yu%~H8aPE^YXBNxv9$JsdsiOz%z`iyPc
zwr!oUZQJ%4+qP}nwr$&<GuZjAclTD^t*x-ropic?q>@TM@AHiQPVzapzPf5wySQ|2
z=&?)vO3vW9Qb*n-k_@|6C6-@TrHaQZRTYu~yJu_+0&F6{B6Tw?REhRIwm?ZGm?zM)
z7WsgB$ioP8LjwuC&w@-gLHKZwt1m^uvZ6A4o=K@MKfFy;3RNMrSMF67zKy@+j%C24
z8Q^i2@TlMJ(pIxbym!ROf-=k^T7=(}=n*9ONJ=t8H8or^qU(p!qPLGDKyv4=q!ZC8
zjS@RsunDK%r+x-bJ<6ZF;Kz(3gW(Bc=Z;%lU0dI$Qh0W+B<KTbH?z%x%jr=W=PegI
zG?0W6E%a>zl!OxS<pl$2n?!&M)|QxF?=Vihns@`OF5-@&)TyLzqs6`Mbp+Mo1h@IL
zo^+S=IRzV(h=z>W#=6;E-el?Mt8O$mq+M09L1Ym`Da&s4unvuyGqUM;6Y}Df5Py?p
zP7ciu4dMrATBdyj<BlbEqucPMd7|tYzU96Qzo5khzE>0Q1T~G}U_OZ}<;X_T=uoh6
z3VLMNQtn6aEM^8_xaz}l1qocp3NIrsVQr2nGr9y7K)B%_D?w7|O}G&qgc%dWe<(O2
z$c)IaxFkZ@ZYZy}^Yty7Fe)*9K>?|BQL)beM{OUMg!^fpLeCwf!t0Y)(z!XHO|n8x
zjHstaDp8Ycxz?nTy(X1oxMJETs0um}$YLxIL~|N=R6U8UqQMUUOdUQcQ^Z2<V6_k2
z1IUg_3|5bwfU&Ttie%zUV2?T;-qa{*qFi>yohAd35;H3@$Zqe&r-c>8YVNWB)FlT5
zk6xPhP-x!nrkih;C#_Xh%Pgdx9fZCDdvPJ0O!D|W<l^U?2(d+xIc`3IO{X6!u{)2y
zMX*9nvi}5{M1=`Gm}#+l06u|oZJ(^Boc0%a*`TChwR)00iL*!v60d*CSfHpXaSZLW
zb%K9HWOT*>lh&X5)>M6OBA+oLoEov$yO*+ta_UM--Am%vtaI`_ZVtIscYqTJIz6Ra
z!kg8Ug)%Kl2_TPK_%V{QPUu}zoM<#|L^xsS32JoU$BqpZnU58gf0cQ-XRDiZtZGsh
zGOZ$4fuCNbTo#2KM_hn~DK&f~r}Cq;vpzL?DCZJykPJamKUfL&H@PbfcUH&v>sdvc
z<soGkMymy35l1!Rbp;#=ayzcl8#AC#a8ol|ioHaLqjmwC(8?f%az}2&LI=asY2_po
z%xx#Sdi0EEq>`O32u}H~iy&EeYspJ;Qre;U^;#gQfK(rDjNr-Xob)xHvvcI%S&~_>
z+A1;i6~ytG3f8q5e*E8jAvJ3-1BrA=@)oR6FcPYrMlM;>$!i}N$2!y#u3`a0%Ct#+
z$!!TfbJTE@PZDK-CYDdHI0^OdiHPbo*uH5{rB9Fm#A<mjAWU(0A(GhYIBQ@9EeX@u
zEz-5SNy61v3}N+V5({}};W47op+X-WC=LU{Pb?J7lQw5SNrmV;2NW}qVd>kD81Z!M
zlGv1TGA+l0yN8|<nh@jukASmcPlv{r+Ja@(rM1F@;k8Q^vW`?QZ<NZEAX?l~UUxyP
zN%J1D$phmMve-K%4-OBM3rHhKHZI0<b+Rlz8iXiG`ehYvc@@6%v3kkCn%wjWb7sh@
ziM*hekd+bb>TzmPcmZkNr#*iYv1<mKj*BLpz#Rq7vq*6!VVxXMF%9?oXr<?&5`$2D
zbVdBaC%n|@TPefCDYZa(9id8`MDcs%Fz9^oH<k8O<SY0i7OUemzEg?JGBiR3_r}-+
zFx?;)OhL$eQw}=p+^MUdmXmxqrx)fic&k9K$E)HR2l-9nLhNv#!J5KrRWfpp%N3^W
zkoEBFm!A{qU9cJfY;?r!TYncBs!|pyWfW`T1$&2BgXp(rBa+qboS#RZU7QQ*^({%C
z)q&Gz)p0%PnlX(S8qrkp)T~*(QwK!JY$HO|;;@x$&U1$Bv`%9|p=>b5pib7>`R6(X
zdT-Zi%PV#g$tmwM`B=cBfI%moD1+$h%C8oy834dk-?53d<-IPaS+h-I=~nhe2@z;v
zg_UM4^-0k$Zft08dT2tmNaZPt6H{gZQXgN3wUDre;dvF}x8awB-M5kTecJbz_^%dU
z#*;v_HLp<7%GR`UlbB71xj---twQqL((M3XBf3hH2CdCWmiO-(NTpdLYQAXO?)Y3_
zwKxH8*F8jOb}-(wcQnJqXw6;O&up;v$95cHrPbwuykxF=pNt*OzrA>M`aZR=PTA}@
z-0VAcJIWhwkn9A?*YhNVplJW%J!Hi`N|p71SE|ZJc911L6uv<l0fFT=t5GU9=oVZy
z&&~6OSP)z)Wa&euRYMeuF}AMxUW;lI$Z22h?L{1{^L(1rKzTi;>h8Jfyj00Ar!G#~
z+m6b3A7>n))aZ~{)?Qu3quZ_F{@%bkXQCoiopX*0ot&?|tUsCpDjJvaoU8P)_nC^%
zqVEx4Ot|cgyHR$79x}fkL#Fsc@_5J_AeKiv6V<{kokE<LtkWY$#8@brY36K`AA^e^
zJ<B;~7t&P%YvOg&W6xJB5Wlq_puWS@@(W+{IB|A?M88C;XzU@=bL@y^kIv<Uc%Q1L
z&D*btT7I6Mo6AhaXgP-#3+?ZCCF4$JoM=MDMRo$*w!6d3{M*j!MGM-N&yYLG-8x_s
z#c)^S`ImIVM)RiUaodjZyo0ZbMmxX8eqq{X823gA)P*E67(u7NZ<v=RCGmpnH8~J{
z?P&XU=BFEJV(JD5jE4C}Bj5gp+4zlyv@v2xxC5O>a%!|<?>~Nq-#SzrFau6(c*k8O
z5s7R2hiL$GKq!U`8Rp9P=-~V`^8M}inN0abbAm~=b4pri<X2-5nr$Jpp)4H7w%W+g
z#L3HO!{ZTACzdE_V5ZDRBja?P<;^wCxxdSl|ESDYl$JQ?OlC94jPF(%3;3xHqgkJ)
zd)w#+$SZ2C;AVrny(NVK1PG_Uh5tlJH-8=uYv~KSO>l95fAjn^d2Hi7iuNR;9L@al
zge)JlmaHL!-00QQ4eB%X#4)^FV(u=;vOz#`#uCA3A+zA8WFUdTaD)qZHN8oM^O`D_
zmMcmq#f3w-_pQ*-7NmuY>aY$)M5b@f>fKI6c~q0(I`pD4xkgXFP>tNnGe6kA(yTgJ
zL0fvN(QV?cDl&0e-FF**9qg4BcwlT%RG;rGE=`WWD1ut4)!^U*@;QIbHC@iw5q_DZ
zuUe*kM)9mBfdyzBm6R8*{)vSKdxZ{ZSvl<$HDpOg-CP054V%zYP9J!L_2-82w($!%
z{wEGpgGTJ{zJ+zmB}o{LXH4PmGQ0HQi22dIJ0dB$Z~ZE4v0{vy>`WU|Tw?CDw&0Ld
zl;O<mNdl1eXvi<oV`|73<m6Q)vKVQ|1bJgB3a8}t#K}9qZC$pz=39KVD1v%$Pv6ki
zHY|OS^u8E*3P7HA+z@hjSUH0Q5Wq>w%}m5`Upa~u-{q6BE43ULe5oUFxMrP)0;*<i
z_a&`4Paq^dde@=K;G-!Y6f8B8SNxtWr_=Cb^%U&Zz#J`%1Hly#oG<>rZBw0$Z2YXG
zOqWtG1F2qxXd{V)tn>^W&tzV#E#oHoKDCT_&21i)h(gOK41ca{Bh=>JTP}1O0=xz;
zxxF-Sit&UOWWW_dq3c$EPv=Gm9{wJ_AmP*%YHY1uElz<-n@~d3^yb!5&P|+6OH_d>
z?{_1{W*S%0M+MCn%$BG@r8Ti96o{+&T%7L7V=EivM~EB%Ixq{i7alckYoh@49hUIY
zauq~q7VcMhCE0ba-b|sV+S23M$)qO^oxggbl=SG7@YavvEuqkFt4A0nbfJo@zEE?C
ztPRc!tTIQp-gmq)Fw71Qze^CPqX0#ZqUIkSmJP}kFt@IZ8q~%d1G|xAsZPHyZ}&=y
z8)mA(T1*aZ{~e`C^SNcIU`H`gz%(i0ef)&7t<azpd!h9BCe<cEhE{m2K&Lu|;Z3j$
zb!hs23Pi1IK>HMh2R42Bhe>5uisDRg8XF(=`Z!VJNX9Wku?V)mSS?QO%@bQeC`PG~
zX%#x4hePLOonZ^gsu3<nW!%VlJT;S*vtbP}V#JaZY-}r7CPp%;ZKAZ1c`?v(Q)4Zv
z7!k>onpKBxj<Z70ISMt&uREb^0)q6D;3cpJ_{R!h#wZ)Cx-zU9V%{}fib!0nfOi?|
zDB!CLegeP{pG%_NmZVuezq#*Cj84onuO%s1azgV61l3fito*n@sWG%|o!me#qpa-a
zVxF#n6ulBb-qU0zhLA#jPK!yq-y~8^C_{pb0ucmX@!L!ZK8U>W+)Q=vCkE7pI+DZh
zNe`yHbHq><z&zo(XQK_uLH&^6WSBZ07DUYU-PNDrxu<X|b>JA9*brCW4z{UA$4rV~
zk)P-0q_UMiE?py`3;$EAu~|sgk^DQ%ul^4?bN8@rlMxI@Hk$I(Cik6Uk@wxp@L`k(
z1J1cmS~Kl-m*X`yxD;=0?u*D)Ya7ESz15<*F(b~Y%{1w+=ZE!U+tbG(Ni4|+sBlQ;
z=RZS7RF9ldB%i7@?nAo~?iNV)uV}xp+mM;5<0^sFvqWshrYri9_(oxbqzDJSA)t*D
z2z9Oyh*8?E00BF)Ae?gt=E^fv$t-r-nXi6bZ6rmgvoa>k0gA?$F*b~?e&00r4f2|@
z9`|=DrmM%~-DDyWEM)lk>PaV*AF)x>=J2%)fnkL$C>to2_9i^3BA17!XKaM4TInif
z{tP_LLTXSR+@C&=J0Cy3_j<oB7OSyX05eI93|)>EtVncolu;fA@2)ZFQ}z_Qm_938
zL>`J@qGOqfa;XV^+Gf2Y+aBooW%^rv10nygPpmD<AQ4+9HisMhwy2EC_!1sB&$<wC
zIT#TzJ;|65YGS?-CI4tt5Iix2bl@mNy)z|f;=3VP*nDzmN@ND95``i1n#P~%#Ap^f
zm@rP=)QK80r|F_Ioda#FrL)yirb(T4@4@+<Us==X4b!udN@YnMOKw7$k-+>#qX{)e
zJ7u-q_CQ(I+VWSxU}cksH4`DeN6Yr&a}aC~)vf}&p4iE6veP(Il9K^*X`D6=Dq9J$
zEdf{^KvD!7Z$bUXM#_tyzuAiENbIxNR}gJY1rmo!D22}?%-Zqpms+G1aQy3b6C*`*
z->w_{w0n6gk1SX$nxrtmxK`)pxRx;AmHis~PG}p6G%d91U52&n%^$_aS(@kSw}Wtf
z2}pM+cjIjY33-KW<2o1-9doImcN%kZK!{ELVOy1H$oWJDhpG%ZOPeZd4dw06ncJn!
zrNyatRY0%Jc#pQBO7al*)-`jd6q1gP3VD<SQ|u>u6OqQ51(y_l6gp7YOz;9^b`R}A
z`hFdnzain($U}drsy}Ax_ro|7+JbUc`jTK~1ur~cwkeBr9IBM!e-q2cB8|+-%QcVa
zDKm9(IrYuw&DIqOO_sPvi4djLCw=#LH<zLo>dY{=fn3G%po|YI``g=R8-08s?!00}
zrwKJ=s5GmZ9hGxuBi%1DO>eF?n%{^pVbOj}b6mJoRlmmSc2*kL3=YpB?bWyEt%-<6
z$eY}*PSQ507&e_=v~bruFBqyevqo)qEqYIz>{M=pS9)V*n(dIbffI&c)i)R{BiNZG
zUsaJmQO!5n*?Lv;#3mTAlR93>DmAv9oUNxmhVNrp1IHZMS$)_=;zZ*70z1|1Fi*EY
zKAI!GCaNtiX$z`-3+;xu<RDZ9zGfwmB}h867C{x8t!__A+j|@KR0fgHsi~K1n>I`2
zU)IoFDGuseHi*)K-==%SG_L1P+va0hET~0BTNWN3piUn*sN8gnOYb*`$alO;K?~U%
zT}BO5v=TER^M(87Hvf}wX`Cq3O^j+rW#m=WLbQCR1a@<ti(~tNz8_3k{%%j_{H$O}
zcl9}e;Ks8g942nM-$=S(NAoT2ty$Jlc_xR{X)2r%z35_wrijz?x)$gOV8e=^5;YPW
z-0OvS^~(g2-{BMlfuD+g?K0=f$QbPN1TM$J#e1PaI&)UI>HGHWc2x^b=Bzh%6==0j
zPXQmD+{Oq1+&A@pD!H;In@hI_fC>P1dyOpPCnO7!G3-a7@@y|gUlyE2Zy(wV`xkD*
zwN*o%#o>f^-WzEW1FDbvc5zT12G&bt_4lwkLRU#YO8B7A_I&!$%44F7d#RA^xK~fd
zmhJ_c(+tewdlb_K=F7Ua=vg_5^8?lW+g^CBbF%5z@pi0u!E+karxtD}T}xxP`D0`$
z9fR6cSxuM*H54I}nE&?C)dSr%o$BZWV@{*<hM;rxG05_K`W@3a6?@p+h0A%qax#CQ
zJ6DST_Z#*qn!E$=cppIiVRBJ^5&S&PHdOWYqn(7RU^e;9ZPWU3p2NtK{-~&|9;M>9
z#^;%a79FN0{+&9NLHgYv*!VDC8D+V%2UXP4$nJLjq5Jd9s@Q=w)fT$#b!DYQBo9vB
zj)L}D=jqpMt!XDNf;qLG<8>4%(;O~)|LfREFrjfF4ZFt}zms=#U=nFPU5ecbM>M{~
z+Ou{0M!H^|WJgUnFPXKnf^kX?qK$#H!#|_5G;O#iv#YZ!e2yx<x}QcnZ#1<xy>Iy{
z0#wISrPeuY4YXX6VEW1B#nZ)<c_AXgAUU_Rz%9PE?rj*{ts!e`iEY0rC~WA=mSkm+
z*v(5arMt$Gv+f_trLhKk99W0&lu$(@Bn@x_s2>b$lsF3A-QTju|L`3vm^Y;*Fjp#g
z;BWV4GO~CRD1NN1y*<)71&!mE(-t+4rn*xoX6uF?lxXUGkoN051-Sl3)MyIxcQ00w
zW66^M&}!CqVO|YaOya>r=7}X>$DcHj#oA0v^>$GqB{P(;s)bYFxV+smVtdxFM428;
zxpL+#=zTRVyAH;07%$k>G04T-kI^ohhGqXd#H^O0P0!Q7g{d)NxiN7fT}61TZ3;sI
zU&{$DBq*FwHVpKwZdekX0&*{_ZkjVTI$lYEmBxRtMVwRtN%;Z5E;H|0@p&Y<Pv669
zQgIQn-+dcDc2ruM(z;oMDl#&Co$i-h+TB{wz{K8Kw7@eaE2HbP-v40*>nkopJ$-)N
z9QZRbJ2<!QtMW=aVIA@qUxIdKTA(bBVT*#2W*^wt*^3VSDu3Rfnlb|@bUD#Aaoy`G
z0Xn4XPaT)1Nvz@H_u;f}|C%Dk+Y8Go@r2FICmH4?a`P`PQGVYhKU?x&Y%*LFm?*O0
zqOv>`^#kJaBZuPheNMKqSy^7w;&XhRK*KqXf9sQ>QXKCcy2J4oZN+svDcb5>mXky1
zy2;z}Seb0XpIMimhj5O^yMx=iTeG^mzGhi)q*IFNw7x$pxJ-1@yF1OTWm}E<*4zFZ
zkvy#QlhaLYQp2MkIl-+Wg^cof^s0Ul!L@3)?D9ST`BukTP(%2*BsF>W#HD8^kPK)r
zUFvXLSJ0=j=jcO%b(y}2qBh07h43EBEQR4lG<~vDHkM2a!`*mXRkqepT}@JtcN7iO
zJz1Vu8)}fa@2HlrF6ZhfQJCP~RXuJLL#qbGbuqCy&Y8NWKUr!^BsgA5ibsEtmilrz
zs*IJK4RSn(gf;7{XmDK&*U_#zT{>$go~)jrs95M~_ic$Xr><N+SaX#rr*4B<Fx}!T
zPUeTB@TNBDWmjpsFV^>Ubo5M{SGf#+aY4?pzhaCzc@^!sDnkYW&G#$;IdCT)`5lU#
z>+5PGyWE3xMSP8KM=!d&!D9u631y}~BVHP+U13K-2&pqQpvhy)a0O%|LN^E}gac4D
zwq=9(xtkdtLIaT*R_UPn@$kN&HXt=M!;m1?U$`l7n}+QE##+*+qyamuz?vJc$gmx(
z!LH-jUUe&jG~)Wcdz;Py)BRq5SJ37sOOe(zw+28%mq4XN`W&qIcW`6#Fa5jAJ!^D!
z7HkliY)CqiUKqGOrcVPXtI-hN6AMJ~&s#JLHeEKd`2__wDvm7ss-)DDZGA#MY(umN
z?p~5?mY$C<BRj|kMA!{rVDR8WzOfL&Rvp1B*U>Eb-dE2@BSrJ~gsJ%EUuVnen<!eF
z3i=9sMmp7C#Lv6@bG>d~m6iT#^{><UioX(Q#N(0ffHM<H?)UuKrXuo-RZz^-YOT2h
z{8<mI({L6vDvIvvc`L*X99Nj0bz2w?Xvj$<(^gWMTs2C@^yW>ZDMRv!bWG~fm>q08
z%ICDVi6o%<$<#<U4l7WGMxbk94Ue@tHQDNdokx?rb(s!@m+KeSR7xky?dc%h)YeJn
zoNP(4#s`7$GJ2*H%!pVqxY70G)n;*trc)T~DPJpC06zVidH$zTXR@vy91Bh>YLD5e
z6_eUE%x*+1AX&O*RGcfRGn;FUi9x3j++)J5JFiM^CfyswDdI^AW6AZQ2vR4#{t+Ih
zF>@E61k^5WHL@kI1n)y>dCx9sTBJ;Ge>5}H3nP3nt->4|s5Brzv7sE>T8$y9>N<H!
z6Ia(8==S|^>^0;fs?6*UkiFHWdK7Tl>?|HF7_EX%H15*JphGqLl6L`EmhC-f;;XcA
z?Qiv5F+O%dqZSYMRTGX;(50R%yF1e}CPxpO!k<xF=v(^rH|@HA0@2&29LZoSa>9N5
z&7ixIP35*J8_75hMl1)m_YB|Qk?`zbtmt07i`g2V_JMX@kZF~vNYrMlA7e``-X^X?
zr*Q)ZJc;(CphIB9lX&doxI5<n=pud~$owLQqWmPe{PlrR_9)ibj*oaNb_wZ|B3!^`
z$?Kh#Wi75mii0=lYFS86C_uPUF-%vx){3R%VMm3mVM63VCi6Qx<gO`Jv!Nn4cNU(O
zY9UFGnl_Jmamm67kk2r<ns+J)@f^4&V++@EMVY+GnrR-1ZwE>ZG<CK%0)umV-?n8k
zAwp}k8*`ccs&)nxOb;JI1&3?CS>znQ&x?x2^1<=i#tNAOSj@Y13gm5f(U`XRSBSr2
zXSxf8yH5IxY1lMVMSXo=1(MBP>y`iViX283NSW&qVl14meIx%^jQ!?k=Q{4)-vL;X
zoc*>NhkYFkd-B(gB%2dtI*t-8-meXcX;hEI-8=|?e+HEzgGghm;FPCnMH59k8CWfs
z0OYG*v|^*qqenuw!G|t)PIb%#BLyN6h_Gm4h#I%Q1#ovm83cFD5HgE?goB#u^V6^x
z8)REb_9D{a7=|=lHi0yLStWuL-Mskk)j6(onmQ(KXR2PGgcG}%M5{3Bz9#3naVIsC
z1t3h6<Ca<)dl@^(%t6XU#>y&`->=dfO)JXD%3Lh*+OBt$p6<1k>w-x=)qn_rEq6<h
zoKz2qf;1tnDU%*<(%%=L8KUEoOW~7Hjm&V{vS`fBACqmp1Wc=1fBy*a)`N01=8PX<
z8iec`B4v_nY(aLgOj-X@F}tjG$>?9LK1D{2m0`FB*W6_$n5br(?Y*4j%X{BEr}u!1
z8Bt>qeKs-ArDVHKm4{YOdobQan@MnWMNw7bSR-u`kLSp5?%&gD<R|is_SLeWu7FtL
zxMvKpHc6W<FCi$C9#D1vEat|A?H+M;By#cA$zFrI0dzQoL-O4VHG+9PBpGxD-zPQS
z4{jZM`kRE<Qy{q_fr+L2*L=BQv<!&%MIw#??P|<qmaViO74T)QIM*eqq8)wPOj&X<
z+f5uI^R;}7g@nXDCf$e2wCirA>|seEZM~GYEw`}wcLhy34Mo+1#a@xfa!UspZ*I)3
zr|`@ugD8G-l8@Tnqd!ooHBpopW=wDKuns5RR!Caoj^mbx@IX8KOQ}+5`ocnITjO%c
z(z}JE5R(^YmhG^cra8_;DHToDm>ubYxMm*T%Yp%5%|h|v2luI<F-Rtlj7acx&elpw
z>efz1t3CM~doA<a==DBh&+bg@2Q<4C7jWj4{{{pbU(u}iZ(_hqZ<y)4s8TTpUB)<X
z$~lx^ZW3i!f$=PYQ^@hHB8Cq9vB(N%Nb&6H;*{-QbY9`Aw}EMopw-D({x?Qvio(U*
z{5-comEgi{xxUoo<2qYYK6igASTvaiSR2+vZ&c2d5#R43?Fy?|q3MQ&bjf(fE|FWq
zX!A+eLqetQ5Pma4W#nu}tM5i0%W_eR76k3svYJGT2^GzmVKgwzOkM6n60`NQjfUeA
zxp)Aw8sK~acM}dfV!fnmjZ=veL3@0Fyv`##$w2M|(yLAGztMDBqa3H@#C~cZo1SqQ
z%Ev5f>1fGa&fec$TXYb0=cX&FOKx`8CZ#}gCt<iBElq}(IHPK3<13CYbARtwpjCQ4
z4HcLUyyUy34MTro_<f=0^5O0W*djP!DS##%;yXz~<@F?ZO1pr#gnEZaULyQ<dZyx2
zX0aD?MnQwtL+>?UwFC8h@@KDcMn+3a%qZ%Lm_ALpZFcB^>Xz@V;fQI_y*-bZsqu>j
zcb_d9a9XLTnbnppo5DPm%06t9q8oLhYr1`TIQbQVQ)q`bH!3wQbbCX&+hf;Pf?{$7
zvg>*oO1`vUGF_R&8)Ne26Jf4pP@hV@DgK)3GDTG}F<x$HY@F8aW^T@{qBCt&o91-K
z6~y^!l0##RpIb}$GDf3;^?Nt2Kr9uyKMkBq#PnShI%;LM75#UJ>Pi-Ok77Bi#YmYb
z3|;0#t5jan%tGlf-bs0rXwWT>Z<$}hoaBQ6gXe59$|*^@o;O71s5sM&smv&IP*NpW
zg*aP}ZmGYa#s)zC3E|(cc?0rU@dh6DNfiLi5k^W8!-8N1QrNrJH9*^$fv#TFQ^9VH
ze%xu2;hZ^)y(ClT?qD(tniVs+)h4fFNk&?})4-AnlG_{h!ppNFgKx$Z$u+)%5Io2o
zox=SjWM(J~Ep}6xi;vmNxQA(-?yt-H;--^2-{WuJUx~b^tp6Q6`|q+81|~L^|KQ_(
z1SJ0-^sKnNn2>@bm4Jh}zLm7ne*@0`n<hoX#?aQt+{W}Dg3VCD)>_}@Kaczug7$}S
z`ww3V!w)3;9|$cZ<Bt&KAJ4=8-^9ZH4-xnSx3aQ9{=Z#;jgj%6(*JFJEG+-@AU)(i
z+ke~tNi+VO@z3(l_1S;SFaMdt^iPWZr^LUs;h(+#O~=CUPc8q>>HSY&;{Vm*|H35x
zg9eJ)+Bp5==D^paVP*Ysb1?k~IvD90*?-&|Ol;babpL9y5wJ0}GXANLPQcO7*v1K;
z<3}Vz_m2(ap9Br#4<tz^q;L1z*xc0237`F+%>UEP0r`*BM(y89{NUIB1xjS3|7qL5
z+{lkr!<g}hYyMXy&VO;w{L7JlZ|r|SiT{w>3jamT!NBn2u=yXM#4HaeFXW}A*EUxZ
z7nA3>Nzx2&;*3k;jIBT`{8%sof_MmGfJnbv=DaXseqwwHK{u7zBSm0B$ffe3X25ky
z37P~jr?6)tWr+&qJQedIWjVtkAL%@rq8!2cZ%5MriJq_S@9&qKj+1Q18=e>E>$a0@
zt_I7MN=p!`KtCYsvn-k`J?`tNP#Ie79+jw~s;6JYcP%Y+Jxs|ms{r_?6ROtjJju_E
z0IRy@me%U1k^?M*NE`G-$)rJ{OdHo)9Sq4XvVvM|7EkkY4zeUvJq^YOX5Y79QWdUE
zn`@W{aCKfy-p(iMb56AT<IgNr1s}j8Kd$X0eJN3j;4Ac`0R{L!{($cED1TZA=|ap^
zWPCqQY(DM2_h0LMe^bQE-<`!YIH21f7H8}F*t@y4DNt_ti@#l5g)54h^f7~UvvVut
zCi<uwERKxo?1i{ZgP<YggJZwaPYb0+)uQXO_45KJ^o=;E5N$@-VecXOLoiP-J^c1V
z6?n|`^H8lGXN#x#iQSeEciGiM5NvreXm>P;u4x`=EvQfJxw(iwJs!0e$nS%Wb;Gi8
z4@Q}pi6lcLXEu^Liv%wV{;J290?Y|`WLGL0Jxuaw0{ZZRbK-`NeFRPor0evDh=<kF
zCn!zyOyu`3yiX{c@TA$iZFbME?(mE=F+21<c0e({{#$}i`0Jt*d7nG<6rxKZ_GmlE
zJwpGm>=8TI0kB7)Ll3-r_;Cc(f6YP=D7-POoaL)sqBjstA(DFsi$r<%%v`=<h%PaW
z<CL5c1v|C%2$#H%!4M|5O}qsWg-{(QkK3J$nQigp#XE?YjqzNHwe=lxdxt#*N9OVb
z!}0}F3grB8iMRkGDVWA`0_g|xfd55s0!CWq2ymX(%UVI$=4S^wKwu8!1P;r-?z16$
zRFbtTujv=x$?y4v2KglYE(z2lAdC5``gj8B17nYw+#@6VT=<sT?|<~i8F>(LpPL%(
zbjE`T$!iXhiziy}UOzKLE}9-opP}Cd7>P%Q$s_p<u{JJc*Lf3}cO57P<5k^F1JJri
z7D`44M^PP_x(k9L^11A<zY-L0H(CNUB<}~f0yX4z4-^F|NKYHe&sw!gEL^0|m@3Xd
z-fqsIPz^bg2ah6>@Ubk%$mA{DbVpz@+^rp;sPW%sw{|~}*GyBx4;xt-Scyw<8fMZF
zv}>}x6md6N2tMilDq=4<2wRdpM#S!@Kq2Bwl09a`<=?L)j1VFSq#8RgV~A7I{WS@<
z5yYF~{Q`)vv38^o6@_XMvya(nt#$Cq7^N-#S5)cSo(qW|ZrFyL63jSDoH#9?_K~s#
z!cmFAQWm0-YYD@4qP8;b)I8P9zRp9?@02QDC@Fi&>><4efL-AhkCd$Ul&okm_8dP*
zCqQ5XxI8eDgXu1}3zj|iusiq>cm%?=NNcDbW3VGah@d{puvKVCl;4rQRy2J^(P;%b
zBYok56OHm6C4n($%ZB9s!sunA872*A36iyzzjnP?=+!Bo_4lVN)+h?2cj|Spl2#~B
zft%~hNm)1en~dx&iLMBuJK((ABBuhN03ts(1ZR{Jf*VP)F1U^dxV=w|D}hSH4aD*L
zyEt}*^WsaJ>+DM!n_yh$uJ_oBCQE+;?oLOl<7w#)&W+5Dr8@$IqYkVnc)rh)9?x;s
zq34}*fHM^;_u4^6NM1oV&GuP0SEs0eW#w+OjFkCZcUzxGH^!<?k!zUj#UN|U`*>H&
z+qi+2NaeKrjvKZhx#;n(-iTY2%%}N}M>L$MP<jFd5A9-TZC{u{cM@emBqx=!I24vb
zK%tO*j53WxoKd_}m?RcE?$n)T5SBJXTz@nWQu+^@83+xuz6q#du5i8`(`lF%OjR0N
z(&8zQWS&V_xo+A?4E#f;Nc(P%#A6_4X&Rq$4sv-|=v<qJeW@tgMYsHp^ymOgYQ+K$
z0^q|15%G9^bI~cp!g&k;!Lv175q)OYRbDWt9oI@q#{^RGs$@CUxAdZw5vyu&x5uV#
z9DysjvTvt}PS=;9ML_mUsF{UO)YmC@Q{5N(8&;c=vU}u5QeN=8;U@BZOL-f0PKLtT
ztQ-;n6b!H2m~I>#3n;?9xOpxkuUt_h`c48v_pfEKZmHl{*<=E}TM(nQ-2;e&i|fhC
z^2_N#aCa?ACrs`v+NTTd8n9ThKM42i1Gnvc5A95oZjThAOgeP+h5CWi#2B5R5h=u2
z)Wf44Fv*?r$yvJfm&_jf1_camYJpR$)4C^hSz_5W5cj@hnkB)4g{}?*^TXvTzRC?f
z<tTaTzINUjns9XTOV>p(mHbO>dJpkM*3d1D=P+N(65eG!3Rl@yi+@x0MOC=hbk|^_
zlpiiSu$q>~v&YsCDSai4g>D|(`}eWl*WZkFgPgyMYdDwH2rew!<!^M~DNTkJ)OCj{
zYYdiGoUGgD(9k(`RCj3l7K6=OeV|_yA~2qsI7qtm%N5OY49IT|onCk-K2Kw@fh9`?
zTHZ^}S%HgJ45@}yY6&+LE6HIS4#XlhU!-JY&&a^UB9JGW|CR`vUA0d;?^bKbWBhgg
z8QNmGQdbl@M3DSqi)U0e-;^wIT)BM8@nG?I&k=FnA%ftTL4`$M^XQR1q<|6zJIFYq
zZ$e>s*h+_?u7fd=a3nwcT?RFrN{?0K2#ph!;t`fCx-4i4R8q1uSz-oxOee^|Oj~{<
z<{E~Bm<7Y$Cxb|swW4YG04_ic!hSS;QR}ir&O#Z|RIsXNtjt*xap0jykcgO0nTN*>
zKGyHJyBDwv8tM~n=eHM!G6z+essB!96deiJE8rGa`3G%}y;G1@ziPk^`u&ePchW7-
zD)dh9m0LJXe`XdvTEL&T9nx$wJdbCvTQBZkwuCoTc5sgY39SV=eO<Lte_@u_L0L!t
zK$Zq9-NLt#w8LWVVf*4C575}5H73|K^1j<W#+}0LhS){^HFiR$j)j(F=*0Mpxa~N_
z)1zK?gMRMkxDWLLX1*ke%-jiKxg}m1OgOziMPv7OTK!|Vn}@nh48$B*)zV)wD9!4)
zP@80$@9_xi;GPGuzAJu8CSt@XjfPp!G{@E#=4~~o@*)U_Jp}KU)30uTLM!46-vx|2
z8kEMK!|N6SZAUbqDK?&#D=%S~3oNNJ;M-5P%Y2uRGq>cgJc`D=moews3xK2t5dF+i
z`6hNR>j4++*_Pnt>_j=3r`0`F2*VcwC(bxV)G#K<8C+c~Yj4Tlk4vVf21+Hjz0<eM
z$6v)EQT2%Y0__{xV<CaVffqG^0@3ff_xF~`U?8o$FyRA?Lx{I{;nd(=`yJuM`pf;x
zx(>wD8*38+u8-iAOdLO96#E`#UX(TA>QK{&&OITM6wM4IOZFxgt&O!h;4cLq$^dtF
zLXWH)zuT;nexc9d;AoB57sgZ!?=MF=yypE=ynqrrlaXEI&X7H9FJWK<0(*3&cp22#
z4u(x3TteA|fJ68BkgiNpyttWL;CHY#i95X_(sciB*ax={Cm7Deo#LH>68g+y-{Krc
zTG{|8dl4;+mENjhdFzvBJ@$U@QL=}USMqTVT{o>&GHhg6h#K$|DV00E+uyzi>r4Y2
z19*|WqtS6AVjiOJ`FMhe)daYxZe^4Mb1iymVHcn57MuF7Fm?Ht@#3&)f;IwU)TC76
zU~8fAojKg%K4y`hBZtO`^R{Cm*bPx0Q4BE!B2JW9QG2ZG5?r${9)ZtuOpj19htyi!
zDT7CL3vHy;NtzSZ`?x1g*D%-K*F@Klt}sH0Y!AG=0dV&OKAb(Nx+8o;zT>`>%#b~Z
zybNj5uIae+B2vC0WG3NiWYY*4gIoLZcQ|DjO%KZKfP4ZlANK?&ZB<$*uE4m(Ae~^g
z)V6uNbiu}2G$PVPU}LcDL637%`UU2USyCo_B)p;Zyy7o&R8EYlk`|-fYT{&rn9Lln
zXt9(Bx<LeA#+e(MtM{S_Nt;4+>6NnqwDJ(`!h9#g4+Ph$cF9~~!e75Wve}T(F!E>Y
zol8OZj!M9vVyC^~d?uY^Y3u@3_A>k{=4lrX)DJ-#p&rC}-)w2ab#AB^^9`;ITj8#A
zdjbeHN4Rz&>LYbw;e-IzpmX{gTB(M?UDF(-#1C28{crNa3gO7Vxu>fGjSyw*dOr)p
zJm;O_y1_1Xk!^$FTJiQyW#{l5n?6YNY0U?4YC&-SM4zgx5-&d3CLHy~1;Ovm6gY28
z9zC3e-iTDphq7LgUtjw)0-<Qp9Jk6l+6Z*1{XyLqhu#t3>MH=P>gDmF(x_|6ong)q
z)oX(nn?2vnh}Mmo3=)|$)wgxx*hKLL9?s`k#odae!3~tvW5Xui5WNm|>E!4R@%)RL
zm!6GSUSMdB<{dL#5VO<TO@8&uejtbb1HD{7{1(yat|!P{4tER18?A{8i{?^C&Hw8R
zfBK$obpYDt7o@1k+_f3YO7sH{m}CBoi1#40^_((2mQFBUIACKaK~=sWRgQz=+Tnb>
z_>f2t$Q#n|NfcHF);LB&77Db{JJY<fu0}Z<$=ZPnM*?;jgbNApv`JH{u{bjXw;05s
z%3DQ-GS6z|gTQwrhN1fUjz0#C?u6O0@??2;oS3S57b<nTpQ6z8#&?inguR8X1EL5`
zKz&`CMUw8)PUT|-LcN&`&pe#+JC>67Xs#uUM~uKmtc>gkq(xFkmBNyEgGP~RjqOFb
zMKyMYWIN5V`ImXsab4T2bu+%XfQ0MYMn{+>Bm?+)IptL`{+eC5M}1Gd#LH_PCF=l4
zxkmDtv*URMrQ-Yo*6{JU(YnGnB2MZA5~G@4`dpMvdU1p(+c~6@ij$k%)iloOI*PoW
zxZ`O1WKU&Loz96yZ4~7eZodze^9mc-mM%%1y;F6wZx?gWMY%(b9EPLnii`3NU&)uH
zv*Nru6b#HN=yH+Y`Ej+yr3YHI5{zTHb9+^u4%tSn<Rd)LaHYXRL|cvDaZ)+$-;(!@
zb`{oxd1BWydRIjcS%-QTY7gA_ipA=;r!S{2?xCGog|jOc{*_JXE?nuSO*KZ=7R|a5
z;0+u!J_$8zT`~>%(>lfg##IburWeUEL{`ynDW@|h=dy63vX_HQ(z;S-L?@c8K&U^m
zKz$nTj9PIh?c7yuk`%^o>>~M407Eq{pFnazA40y}3?;_QBgk@J0F|+4V=3ju3CS0Y
zxR7TY98w~K=B>r-!xW<JW>(kl;7@-yP&&bxZt%|KnrUE)+{wQlotk^$M48q6A$Yh;
zc#~E1#U<d(+)s%YOjH={x`@pIs33Id-s(LX@L1Ynw515dQ~Y(m_EAg?lr_s_GQTD5
zEh{@svU@<iwVKK++?6aXk9T6jlbHPSH*2jD=aEX594U|=&_xv43z(13bxZ|%TDHp{
z06x;7i*!&CNERiCLQ0p~=edbc*-{r4#9k)9s}zVm!j>3kRhL9d@=}6D!7#C!dEbH`
zVFnsp>{%Y>4&|KYI@%}M67$N3L^&Lh^M((ic(k*M2LLzI06zA%^brGsk+p^5^vAq5
zMMPbM#?9_QhZE-{U|#93uroBHSQ{!T)@xK;SzMch^Y=)6l<!<|3TkFm+t({**N2eF
z5U+gcMQXN}{vcWs6&XrjCIM&ne8l8xtD)l{_yB+f2H`(s*)jcufq{7gxy0`Y<u&Yg
zL|xc8gQ|t0(>PM2L$YV2gkewu`w7o8)(TSU7R_M%{_VZ0iOB!`{(ZGK=lSId*PT5i
zCj8CzJgUbE4i(MxygKU`ErzH&i#{Wq3Z5~FUXRmNuYV2E9qF6eL&|L-!D5ZzN!;>C
z(A_E^>gPPFKcV=S9D_Lwp<PuH*bncpm-;>cm^)q^y>N5l6nN|uF$T!>cbfvM7OP~N
zmI{{^=+SSg75a2~-mPpKIK9A{u-)`=7_9~1R!B;|-okZQyt{-s$Nr9Z6PSf9?jwpl
zVZUx+G<^nHv?p-PGcsrVSWX%U*fiKOY*iC~BXN|_TA5B~gy)ZuV)a$eD|om2_>fzB
zGAf~Q_&Tyy3DU?AQvVdRkGq5#6#GMs#J?z8ob&UN<KpT!qgSVhdpMARpm}&FSYq>y
zMegHn#%+tFY*bvWJmZ%A;tPKq#Or<w0&R1gC$dIVe{8+GZtNTwZI5rfvct-{`khoY
zvyTyns}zzrRm(@0n>p)&9<e92aK;MBAOTZM4W<z`Y9|QP`xMIyn)B7|c2Gwo>nZ0c
zA098~_4q`eJl_V6yf~*9O>^RBH#m4!4vx=Dbh=3tzJ%+?g~tr%ywOPPIw*#K0r=Wv
zy4Q<gU;?_jtKZAL>7_9S_FVP1&Y~U-KHJ*_%Q2IXJjcghjfWxGlgU`28MyVkdC8jg
zb$DT}xAF33Ck*;@&I&yCknJt-FFP^6i38j@o@p6yqD?Y}Vbi>_RQZ0--nzndihZ@W
za1LnVKl;i`>)@6ZMvNYeuyQ}*(;oPpmI#85uK?hrbD-<atVq^~cOpsqA4^G5QXi5@
zE`3bRzrUIWLEYt}l=2Ab&UccoArwlNCzMWel3BYna}B)Sji4$`4NjhqtF3G%GPm{N
z2zEiSz${TpOXH}@!HtKE%Rl^91V`)Xz0U3ABT7JBi*w?Hx+hzIJ627O((*p3ilbZC
zP5atUW)chfvfR3f(egajH~1Tw;azp|8b?wC54IqO;aq?@ViW9Z#&i!H545J$n`w$;
zYu$XE=rZnE3A8M!5@Au*kbkW~Y>{lNjEEgiyqjLGWG6@Y^TC-@W)gd-64s~?7PTF(
ztw0u6+X%K(S+CqAPt#$<K+<uSE<iC+S0R|iKLRz?kE_q$N(?R-czxQ$jOP@>Z8Zdz
z!6^v6DYaogLE;%~H}!2?WC(TM3v%V>hP<Kcc?jGedzc${s=L}>UsN^MV82C1xWS-h
z%e*Azg(E$i7!7spBuy<UOcm_=#=6Ehox+fO$;t5%KKp|!>^(<ey)o!29XvfApMq>p
z$O_!FrxsekO|Wu|7)nlK7*32))JaQG%1}(Dr7aj)j;ot%#w~DnPdxXgl4b2k`)nsa
zR-Oc17G$T?%eu)J_hdc#G%KAE^QO$;j89Qe?@2nC-ZMF%Nx<Z76rtojEnh9KROW2(
z!mUL>9e~#y8l$$~FW_7c8LGtO8FsqcAK7;tJP(N+1bW+t9MBHi+uQ3*qvX+<$-EfC
z)~E)SQ#*F2G(?)qYv9LbW9043CQ`%rOUS`Q!{Ne0_Cb(X1$mi&_1}>IkvRE6P}qZP
zVz{S`NS8=0no_dKF9eE@ClyEMO$b5K_9YePO&Aa4c=a>e)_R$_!LzC1CcEI9cwSLy
z1~OiOr%HWA>dEg7h7F05Q%*v@Gf5dNBWuLoIPDJ+jO{tS1!Rgx7W~d1N0l9n_^dai
zg6rY#aul7zF-=MEFUNVYkyzSt&Dw4|2;vlRG48x{rs1e-XZW5*v6cl>ywQ~NHruGI
zYQVN{KAimXR$a%&;?&B8TREp;gWGa9zhuoOO?YGKnRL0{i7~a4>b(G})pvdha*ci7
zj?)vJIR~3YVGFeiX`RHHH!6SFl{C#Z<2?C5TQU)-;$Bv;#<lAy=EipCJwq0j!%o}&
zHSr*R?ykFd^7tk=W;|Vgn11N8gPX%1ZL&VhA!#006|AyWj>FW|l8&~Xyur)heg5IE
z6|MLi5zSP7pJ2!m;Yv@YzsVjA9(?rxDBNLP2D!t;wmIag)7x6`*uK&GWUzGf@1Vnn
zMPFEUV?XD>FJ|XOSQs|v+&abJ2~ZfU-pfB(G=J=&>E}w&80HEtkx27PwapMi33l=Y
zn*lcqmyuq&J8X`)URe0DSGX#_%(mX~a63H@{J^r;ouAUY1257Q1rEAPiy>?~zZw!u
zci8<HD+H=!g{ou))4X$O9{kwCXm`^CN!|U5k~)OcXj(LgL6GxjD+6Bw>9AGfhaez|
zvLUv^1J@5BZ!!Z#XS8f3`?JPqwxf!p#8ppGTKsQ-53Ffbvl1|Prq7~w3NBSk^KU71
z8o;GejPKR*Q(9V?GxQ-E93Y*s>PY_5FJXbBGFBEbem)`OH1LlhH%(^t*MwEFlh(^!
z-R@Es5h1tFBQRbb(_7FfZq@HaGae-B)f1V4{T{*GH}HUR0fD^lyM|wYF_f4O2!3{G
zc{=$zS~Vp?3p;?j*_W)cM4RN<NWRA8l{`@+quFeGbFZI$lKL@~!S3K2$9U1-x8>tr
z+Y-g_&{tila|hkgfW|T|@*cZd&83@6cpiS%)549O97@)M*UQ?Z4BU6mRX#W<vHmr3
zniS4<s1NG^>k)+@-L^sm0=)hE`q?=RcYET#@XI%>q_^V3T<Y$F+MM$oYNNw)me240
zzTV-Oa@Rey_qe^7sIC-0OlWC!Ze?ZUd!<ZKHQ{x4sbNyl&BF+mf@L`MmuHiP4mfzi
z8=%)2Su3#sy!)eWpfElw)DgDIHm#a4D{X}M<NCo1d+5NCM6-r9K!bZs&@1&(@*3*&
zzPM9o>hv&jdXQ*WC2Esvvci(a+XyUq4Gtw8UcVm+Jrp8Vepjwu2jSiwt91e@8O5D|
zI710Mhl~^ec$}OWmASzI+0djFx@mT3#WVlTZ_Qz0-MhhV|8O#s`<&1Bm7JX}Hk)H2
zuY;veGK-YD1RJg|SJKe*%aDW-{^&26irQ63pbvaLa^KT;VU%r@>e5A$GM}}q{Bi6P
z*@yJ_PSi|nhPSyR`W)C;9=}fj%wF|jkmpqh9~W!Reb`HJ0*c?}xVa!-zc^rw;4Z<=
z2fjNdhnJp>KnaZuZ&V4@0%#BMaqWasGJ;Jp{M7<VG}SR^m1(%nFKLA^rI^y7E29T<
z2P|X>Aesx29kfAbktu7@h^3jEIU?dOeLVGJukO)<fE7024*5D9K9RaTb$ri*bbJpI
zpKV{3=sJuoDe%0kmiI}XK0{()P3LZEG_>AV;evB=d9c`)dETn_UJT~<ze497`mr?f
zd(#ll1W59|CcV?$!aCy3_V1R9r1=4C6h>VW7p@<!OEXkS#4-occ2VREWHQ!JO`|3n
z%|MW#3Q+y|CaBpqn#Y2WpqyVw*sNV|TraKx*ltAGsKzkxd&7}pzY$@7DY3(x%#~#y
z8H{5K8h2}<az$_op58N%Wm3pOV4x%}7^O_bt1~;2l9;g#6~($a_LufL$XRmYFD~kj
zT0O$Qr}sAVbzOfR138Dc(VawNWX;_5k-@4qtsL88To=M^I-3p=*+Tb33atlg9ukia
z!oHX%JRpYsunD@OvID9IEf1FN305ga;>{%M##nZUb#7_rf7GY9i4Z7+q>00r2Y5NB
z3cneq0?)_{{-Ty}mNIMW1h8(W;y)NgT>*?+ZX7gc>J9tAn74O-(8kfUhemW=ol#JY
z_t<YFmMN0$9REHD0OK@C<V|7e>U5vF<+1`xJa}7)I>3|NUbsGH!p11NpK>rh?vGrK
zoVp*l|4f@9#U1w!Y8b0FYO(Z^zQ#z26-1LOKSXNikhe(0nu<ymwJfkMYE;lM*D+T&
z*EYX^dNv+11z~Dn9FdyTGP0?qhN7L&xzNqPnD$!y;JF}LlRe~R{Q^5ashTnR#P48x
zeaK~ELHy*G{7t1!Yz$Iq!mAELdY5cpHa2<f>7DH`V>M$iqd!9tL$Q7EQ2CtsaLYSm
z1NYP^jJC@GJX%aHOr+FD2aX&nNbcbU)CFrwFrcB4*%cdWA5~VNU|!B9e%N(D-E9<~
zc{Yc*6@>d3;xRahefSa9a_9s*CO&Q2<nK1jd;)j4aQ|V)JEaOvkd|vQY?=ww&&mig
z6WBjzSX6+zm7mAb0PSo<HgPlyf4!G?p9jmWC0J@|35vp9u|m%W;oItQSsvV>K7pBW
zjE3DN&=H?YOqoeBP+a^clcpG6pIX!$R;qa9O%Z><wn4&h_R-jM%tSF%79b~ne37Ft
z_kM(sIV4X`#_VFbN~$Hz+*X2`Rfgu+!FZ1?Oz^QX)!8mT8NIo0Pw;ypDcA;$>(c*-
z=Z@=UyR(k`_H?YPfr|9V%W^w8hqnG=c^V}{l{3qo;swvwU@tsDQ>IJI=6<`bxapp>
zhbxxP@uKo9qux6Y!<Ei;#yV5;@}-zGoe7GPm5p}Y^&%#<*jV&i)G@H@6^7mmda{-E
zOD}J-P|HtvHJ~JY$%GV}9fbqgmX%|UBwUpdKVTIRPz4dCh_bC*-D-qt7dH+}9_1yX
zogF_LRoZ}08^VUM?(g%eNgH?Q3twj>oQ`O~pX*tAPGRx~f50Oam(?Ia0JIF#+R<ye
zpQlE_*yD(exRQ8xk=0oF=HHte9tUEE#4H!R9LAz2^L8gR1l1_+M$6Z^buBLz!Cyqz
zfIeI-2^&5N#PFlFDZ4xeKvO1kadWFE64d=2!#N%Z1%R0796lvu=4U~%Q3%DfW)7mc
z@R{iP=anwRo>~N@=tG(#{LR?RDg1Hnpi*pfgOY9mN_0CiHYHSrDEFeP{H(Lm^P=tn
z?p)ogZhtl?u4CH|Zw6csZPR>#Wixys`4Bp$YWilTO!u@Oa`p@#lv}N)SpxK20v0l1
z1RU$!S<T!cRuD6T{DVz4s3jEmS-FhXB6GCJF-gF_O62G>=Cs5Siw23)jbTG$LsIUc
z#TS?#rAx61D8!fvsO11Cq*cm98L53eGH5`y$3rrLGvc>|0;DggNANVviYq3?j9Z$o
zG$a3V5H{+)nuft@W!2ywP$rL78-#%bez+Me`ND$UhCiMd61m>>?fp&pU!1)KR2=P=
zs2$wh-7UDgyF0<%-7UB_u7ThlBuH=%)>v=}!3j;{gy1f>^PTg}Id^8(%>Q2&y~?_P
zs=cdvQTutH-B8$9cxrBnO#B9ao0koxZ{@jrG&$!4#hqSdkiF>x2bt~9+bzSVJrRVy
zem0<=5!#p}B~-X5eNX}{_r6LIUpu`{qpj>j&FcLtLSqP<>3@f}{DBGn5C#IAg8YBm
zpZWeaLW_t{vj2;*fY1#-mfivGHjtH`J~sc@AZ6iY^9QD&WY?6DQ&Uv`zufTupeX(;
z=mIgP|AjF8n<1Wy^B=4Jjc<XF6aT@tK-}*Cfww@6?+}wZ#MsWuC4dZh{V~P=ng7cG
z&jW!nc)9*8Lu~F4d;FiN0ED~vV~+p7K$5?H;eTc;{vuK!Yz2hK@V4=UOr0&fZDed9
zIF1b^gv<D+Iolt~ByGZR=pW{F)&<!wCq2X*G3nT6r5F(Jy0e2bY%7bk&34~!GCI|g
zgl2(U1n#mE9q}L2ayh-Riu|}XZUsm@>e<DLzC8L27gEHZcc$j^$c@;!aQP=l9coR)
z$D44qY$+IXtn|T0<0@pLXKO|rxV0qUqvOT$>^;yke-gM<r?jTLg#4GO;p=KLZL>~S
zJsOCQ%}M9kCWx(&mR?FWgiKLA#&*jQxsF63Q%QIC-WbVq&x~=)l)39A%Mh$P&gjGV
zRudl%m$7xL(Y5%E=5SXuw2aph87^g)&4x5oY4vv~<l@}26pc3<U&u?|tTwl4yrEk{
zN1hd=b7BnpRE>%Yd7Q{48LkBv1Dx)gIDdFjy=^{HM(nVEnDBNMEA{bybrlbAO}&E>
zE6Dxy-{jt3C;LwXxH$y=PCbFYQseKi{44kVKsTNa?%r;Hf&xi5H47I=8vaiy_ZRBJ
z_s7=#Pt*q)g8D#`=AZs?2=pV!$N&H4AO8bJ{TI>)l3|?xLVf;lOaFs^9MVqUKl#W1
zTJ!gD|Bd=^{kae!>G+RjPD)Nl4+987^uJ~2ZeBo;w(i5(Oeg<ip||2%i|XoHIg>-)
zsjy2|1<7m{U#eDCRs=3=bu@A*st+MTE%n=<9g|_)I~}^QJOG?U&Bd++=J@W82Hg>p
z%$wW%$8rUtAhZ437w)1Nl85!*f-?rEf-{%-UNfo_t1sadGOF-M>P>-qKDSusJH|+3
z$AWHkXqTMD*&88xTTQwj+edIp6ZP9Jo|-v+izooL+cqmUlsVKxpz*IFpf7naKF)VL
z{tBEFZVt0yes>!+QNS;;*;eyD`0fSllO<mH{<{`sQ2dJj{NqD*%tUn&W^;g}sgG3c
zH#VMp%SCMx&eZm}e0K@{Luwfk#SIzgR{c(IKYQ9Qx2LiXO>PRc(6~|Smxs~noMQPw
zQ%5_;>dxA9-+seAGL|4bNeB}WF?j3v44q$#i&QA-U<R6Wpq5Z*UQnGjNGccd0!=6q
zClHL24=_gXrB01yC@e!bJ`rXX00I!H?AhRKxTujVr1i1l0I)J5)c6*XK+4Gh`vzW_
zEjd!zo@jrZb9j&s&<XGktAWx~j#RQI${*^S8pHt#0D1xJu+(YLsS2e;;{2h{1wfp@
zGJrg086XxDgPL4ooh;Gv@;yD_E)1ze6y~eMI$ok7w9O-yAN37Y1Rz%SEI`sJh8MU`
z?TNVpV2LuiVl9djbm5poLtCWopol~=_}Q@o_>Hwi^;I?~@{af%52OtIJaA`h|AGv%
z0b&6Y07C!*OaylpV$}9f%0hXO*bWpA2I{DiI|5)47C+?;jW3O<)Du=CLfJJJkPk>l
zXx=xvJ`DIyIG9b{MyW@oM?Ec9+rK9!gD{x#G2vq*p;QZ%Ay%l=q?EI43uP`AHx{?d
zS>PlubuQ+dC8mcazzee(D-D1cg=8T^h#44#ULtFc=@^APm#h(AjKFzxI$EU+)K`)K
z(y##ZWl*IewnwZwf&mtnP@rJodw@Kr6uG2GBH=KjKcWW$$QSqpQ4F2TG;D8N{t8gG
zSLT7K2~d!M9gO0jMn#Mtq7zt00wMv`0e<csZZyf%n^HY-{xIi4AYNdkKp6ri0@f|f
zsq_<$2Rn!yxB)Qom~W?am0ORxBLT?)yX{j=00jVMtTilQj;jVKXNmk2{S^J!4rmW@
z%Qubqjqr_x??$PCQb1@Kerk-~^n@`<YnmoZ6GVP$oV0Lvs!vq&nCMYtX%X(!TC!)P
zG44V!XYGInEHkRFGEXQTsONAXFCZa^8(0ZY$E2VUlL`Xdy*U>Hkw6aA59>GJCpX8@
zJQf>}M}~MXPC<4V3!0iJE$R!kj^)P-r6_1B`7s&y*Fk_t%pLT(pe5=#5eNr33P{16
zF_#fby2CwZ0bzoeP=^^XQ)tL>281~XfEuWjH`Fi59q1mcAYxz!U`^&s3-#+~tURnp
zKmukSW}hU>u*Q0<e)7SvzaUB@EN4WO>>^DK<_AQKQs{GGpc_`GL?+cYtO@|O3}-2n
zX6zYtJZ3avG$AA8pH(s{X$357*c8N3kzr%BQesI=0zfeiz(a>^2oeQ#00q`4mN?~C
z`Sn=!s8H%t+4V?5Bso*${p>JAR~n(8Qdm55msKU-9t!F=A6UouSLKd{DcvGTzfU%a
zp>iQ#V2(vnVuX>xcAANf22zX_P(DgTP|{FBrS?*WB6PxleN!z`*CbrwI^n>!sd*AF
z@SZedW|A+pN3EN0nh+pOwu>ZQ5Isf5d?<fJ7{gp3q<)t4W%^;z0NV*|Ej+eMiEzjF
zb+|0oY6CuJB2&5UgHj0JmQ-Ne2RGUIK3E#he(X@WbxfXtxZG1o<G2oL`>QZdVUQ=}
zny>*VV@U&)F^#Z{Fq<*CBhA+_3&QQCc&LdnuK_|)1eys|NJma30lcNiX<-0)eM}EX
zW~*QZ5tZ7?@K7T|?ivywBYqxY@&@if_rc#IgOyW5!%1Q8p}}5fcSe+M5j{{BLSs&p
z4G}%io9~IhMU=M@>u8>D!0bOO3Vs4Gd-0Qk(JTdtKM^#ddf;0!St6ApG!o7w9Y}#`
zE@o9a0i-f~)F|6>*3?|HVuy%=QZcDqq(AfS4F<HFHlLqZv|#4Z2h~YoZ4A3^!#;Az
zzL&mAHkYAQIlVEDg5yZ+U?rrIIMoBP0`fdS{8TS79a!h@fE1YTXnd)BEk#ZxjHC6V
z^Z}P<VINZtWG1D(DW3qH06|2GQnI<2k4g4_-3A~@++z7x77Jkd${<Tg(9)#O&hka!
zQAwU5qDx`{n~9(Upsh*4uw&|!;t`~=U!I`A?^9<a#Nh5>!B(j$5@N9TZw4=eQ*R|U
z;R4{n4yn?V>fs_t7qDYHlqumN$QOtTh+qoLLBH@51f;p%gS0-#t?MP~jwTQs2=oDL
z(XgQtbC=xzo(;^y>XS8&B9w8KdV+7n@}L4i1L1-9fNOvc;1UxC&<fxMgaA7MVn9cr
zAV3%J0iYCxP@osiD6b-)Nu`8E2e6dED#bL>596S`LL`$)n5A6opsB`GiW=O3cS{ME
zPY&yWy`UbmNF|UcL<m3!8=TFfFFV&`^XE6u-7$;o_p60)y0yO~&$PIH%30c4!gydK
zCckp2**bWfI+H63v^pI5l++Vg2IoF7vYpi6l4+vfH{dsL247??4Te|q33(RUdf4_6
zyB4YuYzXQ9A$GRe{{tonEb-W%9^MKgjDQ{~6|&P`08<7NWDhDH<<ZbNA|vgv3`>ae
zOh(lZ)n0>N6#BjT5VDoK9a2;-UeVWE#4fg^E~qa4>*)9Ke)0U*7u?Eh-L@<F(Eyj{
z!k4U&m-UD5U%zgD|LS%0?*6O3EZT>+oAS<-GZAMpGwm6_g1YS@XqX@MJip;_tnKDZ
z1oaM01lifJowJgef{w?HPmZTgE?B=A|1=Wl>E{>sDs1rbFKnP$_??Gxy>H$27&P?j
zYulvW*2%V>nb#i67R&6+r1QlTq3Z>&?b0K0%yBU5bqm|V@#kHXTA-35_0ts{Iz72^
zW>q)#19r#Ps4}Ec?7OdbR_E*VDBnk2;@8MWkGBW6>6VDQMSayzHubAbRnBt77K-DJ
zxzUL`S;|K5YR{`Qr4soG1)qJN$)8O{w`$GGU!}xLvQNH4hGRbZ%pBa=ZcuMHk~REj
z6mdH{;A-v-tg9Ta@o~E6YHyQTtKDsPs+P~o*}1mY*6PK}wVk3y>ywujC6>><Mfn~T
ze_2)BU*>JyKkR&tUAW2^RA=|*40#WQ*d|)F@Fd}r7IEpj#Fq9>V^ykq;K`@3(h6>g
zcK8#QlOu-$f>akY%&i`^SHy~JzeJ7tE>X;tMInq!0=G4}8thzXB$t<dG$b<Ba7hJ!
zeM@L;S_|4-9iI;TdLsQD&(5WerP}D@)o3S)X5Tj<G8!FHfp6GYWc7!+L-jd*!G_#l
z5DleUA)Dc*s0O%dU%B~T*ymr`lTu#@R`y=|N`Neeh+D}MemGoTcQV~39>-+CDb^oP
z82mC2#&96IYdqb7+be>M$MJ43&IR2))>2Ep+?;=|uTuBxDEQ9y@NMZX#^AeqTPgZv
z^&pXuW8ml+3e*NuE?FwKGO4%|y$X(1<?)DLV(ds!R&|`Dv(wMQsLkZL#<(40xE3B2
z+%F>S(G|nOWEsE7w}ijieS^gxNSvYitVki4%|bsx`9pmv0}Tw_l=c+k9I-X)44?2+
z=uDN}f6djDWUSVf!91>Ojj*EVoA!B}VvHAT=t<T|UVG2bL~`{`I;34+37AeYW;Uh@
z#`h%YELfL(QF}qX?@K2c-x`}L?!~(rO0{#y8Wif5^ujsNXIeO+gW|$w8}d#)q4A5j
zy@{EizkH>n@(f#-P4&xoKh_H_0*jp;NuFIsZXZLPJ&0;w^{s=LE-;DcFf!!F%D|i#
z0>Ez>U?xw1h-%?I|8tIahEHf`w%xcF81jUB2rPSn4Y7wynbI|+@sAsU$pFK*V|G#B
z`{#d*lW2J2w){>_k$IkBP04poXx)qmbc=nwgJ`#}#p$iUm)fT>w}E7i!7^Xzwj?K+
z?MYROg@`4;Qf*0_Dwmaj1$3p}#(kPc%~jmsN!eS_GF1G0;5=rNh6i@`gaZz%or#SM
z`CwukQzo-PktN_?-Kl;#auq$??ft2}H+(!maI*DW+CVN6*^4ot;s*7a0uX!kGZQ7e
z0a|Iiz{&_DB#s+S-eRbpZ*tGBxmdC!r&7uc24mt)_Dy!zCI;-t9_+d=<JeF6jXi1%
z_5i<`;Rj!pA5^r<F!v$sQiQ!G16pVE<SCU*q0KBY$~Z>bOMYGc%-$b1oZM;%`y!Mg
zUAI>9q}n)B_A^a=z-ZF0Na7iTD!8G8yBCAT_G=Ko@eOV!Y2@>f)7c3D*evw{dH!Sz
zruZHk>@^z#<#&f1_5B`q#2*!Oz<qX}{qy>FF&IH16s1q{8ELgwDmjCKYFNoM8v9Hf
z97>CGc07u-jK{Rgh!L1YZ<$v_`Aw}~VYFmVfHX!;qfn^|^+p{|CON*Q8Xgqeip#r<
zB7=v}s-GjZ2)G`<WjH?GR<S9kCzhnKph%7}_0hq&C+uj#-nB;JjZFTax|9-OHp*qf
zk`$>!oj;jAw(uo`A>EDY>kieR3lEW!VD6ickThh>6}4QsW_z}&SbU~MbU&*!Q#IzQ
zH^jm|vpU5ndk9$S6UF7}OS6WI1;vLgZ<eG5uhmvehKNoL^`SrrH&@veLT{s=UnO1f
z4KVI$Fc<h!@j(nI<H(2d>)PbMOQTWt{HBl39#_|F+uL|%as|t(8%w@U8yRVv=pI%x
z7Mbc9Y8mV3r~aOvRPYlzVUlX%rJuK-b^89cLW(Uz$v-*$%5Y%K21TF?8ar0QtZ3ju
zil4DdUDF%Rx%fh@4(Cgw?}i3X#U}*ELLWm_jHRpmT1B)rF0HII*Uxy);nKVjtTOwp
z4^+K%atB}FMu1l;oU9%IB3A44^y26`zEABV_{An|t6{f2n<cCDxryFFrFyz3-<5TV
z4y|P>V#<lNpekqir3!X+RNSXm)3K5nTTa@bHci)hX=mq;8tNKp>3je}TC6vCsk#VY
zOS86JC_?VeMZWY9_k*U?aF$a~hb%<puKh=tAbuWVkW*|-8*E~|M6L#o!rGZBDxtdr
zrAbvaS_dql{=!KHe=$_`2IX?hS1JyFixY0bYo^@OFLJj0LDKqEc_2k@IQv`c-2P?r
zD2~2zTD~l0Y4RpQuJ8dp@jVyoMmhx%*LU(^$Ch*m49cZJwbt%UVCzdZC>A5;Mc?Sq
z>Ek3MRJJyo@<_X3iuV$hv7Sa@e%`F7hc+jsLbQwhr~_H$WTyO%l-q~sB+b6G6KL1n
z-R9U6IYfrfQ0=n>0Nk3{)#5O<lh%o~Crg~gC3x!3Fy)^a*5CfDk8Z=HZk3+obPlU!
zFZmuC238{_8*eta*-aOj9~i*`)WcT_IL1CHPb2GhvnW%F%{1M!Dnh9vd~A?DWB+At
zij5lHQsypv7X~w|$I-svsIC{|fB^Q5o|-YZL*HZ7SnhGhs`*yjkC|$b70^;MxmStL
zWq@{yT|c0u{Sc1o)=(ciB4KZ6;-(n!6JPu_mdd~#nj<j`1pY|Nfp|D$HTd`hn*G8@
zqLEwY>oCOxlRwX74TOq$FMKH=Xq)hb(;N|bZ#s}KHqje>o{v!vR^Vf0m8EH7Bb-9Q
z6gvx^5G;U7J)uZ2cE#|@O*^mO)IruQwyZo@34J2r3yVa0?&@;}kw4W9LJ!+q!(^T1
zSGCEa$)zH_bq)h(5-mhk7wMBdsSat&NIcl-G(qAnc2=(40n6(_IVS&ZxV(WqvLkd=
zR5o(rbN`qJ$L>I7b0SnEH078mzEGk&E#q4fR+8m9)$%yL)^|4LLz~*X)U$PUG~`{a
zE`_ge^4ndE)}A58r2Xz1Avvw$$<Tf|fc&DT%0y;ud=jMfb~9BO=CKjFKOzyXGF_?E
z<ZVAcaw$4<cyf9nW~|VVwJ5qb_F{mH2||#0^zc;#iaAAnE33t6=a(|Ss?U+EY}jb^
zQ53|*Qi4eCQi4H9R12^=gYz|EhE<ji$e$V{dJ_+KrF6sOv^mreZ^}#9pl+BD1;ra@
z(E;c%2_e(2D5@$gj~VC&BSPusijxRA`xuNSXQZjCBqgR~8EhIq;NahPtq1@xvV@Fs
z&_v0;;L{67y+wnfgEWu4eZ$*hNrIm|TZIq=gO0m~Aw|!zjCJ7NnD>y~jJ4t%^QM|W
zssGn<<>G)V_>_<fNst91HkYv38Z3@##JUTVUDT&U;g3Yio>Hg}PrF6bSX{7y!B9|8
zCy5d|t$4e~Kg$x$stMA68~+WPjn>()$D~ddE;DDA>gh|15ROn3MF0X}w5sW(3(~u=
z_axAcglRjt+A$<yKE+kxNpK-;{XY%9Bk1$jQE?gRV;IqpwD>a%;v%%%#JDa$HTDwo
zNX=PW9VlDay<Hk*bli2`BmN@n=7yoV&XPal8#b;k*VRvs&cYG5`v#WpkWk13>%iNl
zoLTLMqwMu;s?_^EczgEf8`=^A>NzZ_A}Sdzm2Z+-cl27{Le-QG{eV=$u>!QRrJ0KH
z49T7|SO`T*0;gC_m{(pFQ6Nsds&GFG1dh0apA8rlGO_}t(d<$-Kl$i1B|6bxEK{C?
z$-~=|jO<09<GNFeMsAfIY30jX=dGH2Je!}OqA^y}&v~CT{V(@QWSP#>APSpMId8d^
z(ps(I52^6fl~4zp@S(j3p_TITBJ@ah?3w3v_;rm9AKI42I(@ayNAlcQ{4bNF`=uA3
zN0ybXVsO}#a^e#<PES}IRk-4@t9QVjIVuX%U}O{&WKS=zZ=Fv)DryQ#;Q|+z-#Q09
z#rPT0%4**(;kIhzINX<s^ImS^Fs%o)<!(O6hz*gu@Qypw>HxI6Kj+iCL>ReemJg5P
zdd8{Hy(`Dpqx-@3S&=+ct8|vhhs~%5lPZJp+R+8_5#t#Zv`+P%>{YAg(WAb6Z}feD
z)xf+#XVYb?qgsv5dcL*d<XhFm76!uBz&bUCl=hK{UHV?7kDGy(?OdB##q&p*F^ow<
z1G!c64!92oIEv;~7jY?cjZau->P#y>{AM%!n0*Ps6i1i8wdonLrSp%~<ZH@wpyDV!
ztYbTjL~{{s92}uZOYh5L9H@>^MtJd~>>oo?T<OJ!4&$q<0C|FXoO)33yad{}%iH`T
zo=KfCoK_wlzFEU%FBpb)c0S7tCdE5B%>Di8>-qNFmxzQ0YGml{0NS@)X;$cO!PyGP
zl}6fDVB?;zj+-^<S$O2iD$}*PYeK8=&8Qk#2RzIj=lif`b3AU6xw4-VJq#E2+f{zh
z$>w})Y+pN4B9%?x(|LEY8ZaIozgn}$n4wesE-BPR|Dg7U{YXuj<s*LHRzL_V)MG{1
zGoU5KI`ysRvCd<FildcO>34cue7sSD(Y*L1`oYP{NuHYcgmk(K<1YpBd8>qOTs3q;
z&F}cjAeF%xnxgT<F=u@XE`oQ71JPX=DV<4^@g(gBa_3g1llgwnqru^-ROWP;gVmO^
zLdZ-pjrl*$Jvo`uVs?z#Qj+1Dm1tp|{ioYHe-U(En-6hiM|~44U|n;aX<_UTs+McW
z&a2tK0^_!43tMIGFo13CwB+oRJNd{_f7LRnB>eEm`&_@-+1lPy6DX%6V_mMJLA1z~
zvsz5tH=Uoi!?*JG(iusRSCtj75$^E({*r&um1$D_deWeU@Fr$HPW>+6Ntw1NU-<jC
z$DN(Hxf}@MhcP%URUqkC_KQ4M%2JWmWo5rH)+GRRrVoecLqW_MBkS6k4Sw#zw`bKq
z0}aLsSlxtaBqYZ#4s7<fK><c(ki^wpnh3AX9d=g&nk$8O7Jazm4dWLQ&m60G4V7%Y
zt<kn@r=5)Y-sgD5FbK;{-+olSi24Xzo{WJ@*jqJR!+{0BSh<?Y8EfTlCmU6owOZLn
z%j4j=@ihuC7u<aeC0%l$XQFwmH2hibAQ;WHtSG&Xo}$I!h<!h%FhB-sd#@E|&g1AQ
zmZNtE$QVQAN~x7yqC*)&{|3f4rB}{hs>(T|EllLoZp`af{^FF#s>{DdC~3tOlW$<$
zaq}8%m!XGi-Nb|s23OWQ>Q4ta^LlyOTD_cqQ#S2z{3<j5wb(Jht5B{iy*kM;$<EYF
z@yAVl?K1W22uZe|tE>8BeJM+2=VXP8n}NZHv0lTzPpljHSaU+cgQO)3Bnu|!AL!||
zj`MpRT(4WZ+t`@>zWeA2Uuu79?<~`5qG}^O+o(fXa>uRCb2LbyimwuVTN<yWTn^uW
z%g^s2I0E7Eu=txp*{$E>PalB?OQ9>(Cm~Aboy>LcpvNdvhxG?jx(`hg<HKP)X>?%?
z!sDuyNu$OYX=w(|$!co3AJ$i@>1#@@eT>THh)P4$dn!vB8M()6spp7}z|#i2!(Hna
zG3!L<+=DwK8?>%_adXH=zTNU(=Hi@qDa2l0=4>OzAE&;)s+v`*@Rt@-il0a<D*+Mq
zb9A;h;M<9(6IZGfa*VrT7lsPc)A1_7Gg)I%sQdYQhpT!zTx)fyirVuGAC~fQyGeYD
zg7cR^N-dw{COV@S-9|4;vCS+ZfW|-Oj1Ek6uq!q4Te$4_>^^SL1&|%rjJ{LLCC^;h
zy8=}!g_J2ZWHz~k#?ES3w&U}4X&ot_RJWoaM+pf(0A4YJbfoz5_h?jojq`^GAbQqr
zv3NoHdF@%oIfE0A2j|$qJ;yIo8kUrC-NMe7KhgFQ71>ECHTyn&=qR^#o_YBYvnQ_e
z?VVR3v-9d?7ITG`yquxDmmv39j>}4bZ=9c|1F4_P*{XWaMe~5ACpDK^Gspp6`I61N
zTaW0yP{fDHvrx`Gwbq4ajS&7gDkk^usj#`EiS{Zen%j$`6#BL&XN0hO;bt{qkH{hu
z^ce7Q#&>hP0n}mg*%jqp3rQ1Mr~3KVUXD);R!3J?`C0LkG8;2Y^?fh7%=|tCox<#e
z+M!c;1U`+6O%5N3IIDHNx&ygB=}OiFy53q2s`l`HRnA}I(UQDTDae!0%QP#V+jF|K
zYS|+UI_RFvjd-Gs6G0(AC$B4;t4(TDRLO$Z_Bw9}Iv`;(DudjpHu5dY7PU)dMMR^2
z{3N2d{oHn6usP47&5eQ)G)s|<n`xxI{e;`laAK^><rQEvc!%WU?D#Y;A8hDCm0#U4
z_2J#`p7Qqf)Kp^8uZ|aj>;Wk1TJPw;e-OIZH|wD6WaLdJD{qTu_*{Q_)-^8y1gBrB
zH#<Zv*sE|1XGHn;j?{QK`Li}4&B>BSGL+5Xx_Q%=f14af+sk;*BP`K4N@Qem0;WB6
zM*!@-&VzBC;?zqs@P%D|#P9K9N6S%^=;fB~B#v|UM(1V~{m@KZP(4*V=fv~jJ_-Cx
zr$oQwmR)JR`)O$0xNu*%Jt*iJocj=PZ+u!aqn<gIsYRq88Cm(2w04^=uhMYGv~+(u
zmgYTq`veY_3GyqTc;-^yQ9QFo?1pFXM<2M};gmuot9q1T`S&)X;5Som)U!-G434P=
z=NR7{5d;tS%^189(<rV^ol!88f=I-WaC%fPeB&E#`Ag4EHmNc^&l>Ki!A!t9(F>6v
z-RE1D@m!<43eB;APOUQSgLIT!<%LheG)*M?e6|Evr^W(xor85+m&ZJ(EL4NeTn3fH
z`jsmMHePS-j9WO&2#6~6K6-z<1B3moRHU3`JOgV}Pu;U7t83S0b3XIQe%3vC_Sy#8
ztv{w?X}y2wPGTsb+|WI!(PCu&@F7|$oB8vsu|2(k?sfDBoA@hCpVN0;>BvXdR6_5I
z7!EUOw9fUXOF)+X5rf}<#Yl^if0LI-Gm?{Ed3gG6q9T|3M!wNZ2-hPTYx~{Q`uf?#
zCsK6zISyt)l&`U?0o63D^ny#}8dZ3Pky<(FCb(ux2Clp1S|O)Ob#kr%?t)*q?ZG$3
zyZIP|yiaT&Al@D-%b;*E)#H|l51zf8)XYQmI>bB|%MmwRJ`t>n%C|&TiP87T@)plZ
z74B-GJh?00Y$u1DPc-i6z2=T8fh<Ra=_XkjtmVKFOdk~`U$q>}&zbmqw0vQ*`=_^r
zwlOKx8Nd0=hu8Bp&uOU(Ineqb&-h#~qI3lULRc6R5gRn-^0(UuGP=kGXjPh<q@ms7
zu6*kmFMP8NGcUXbm9q+1e|k_jB&i+SS944j$BZ*r&Vwa?DwWjp(6t6ySa=o`DCaE}
z-Z2U>3(@nMX7`zE(>(twH+*7?#Ku`p2(~^Gk}`DaX(rA!`M$xN&3<ZDsM#90n;z4e
zdPwyOQ;n@D`rj4w|K>*c`31QDuILN?DRuu{*#1{R|KDK}2vP#6mjBCfqG%2AYdClZ
zuqym*+pxB9_5M@G_o6fsfS5WUMRACu<6r2Bo}Rj*lq|C?<Q)*H#$R7t96UVSoEBUV
zR>e)%)!{FKLjb~n{O7X!-+GrnsLOwp-T&!f`QPg7CaIGDpg@F%Sr%kdcT}4=BGNU^
zN)@ZuV8-T`5gip1cca~k($c$Tp^&a#MGl?7oxLrabg2}$DzQlL`>flf_*{sh$<qna
zXiGU)B6w3OLdfIp?bAq=OBhhOa&N}e<@RKlPfT47&gq=^n-r!~zC4Qg$sT4AhPq1?
z6=N%f4~I9r|8ZW!0BbNC?6l(Nu)%%(<GfW4Rt*T;#u|rB@LGgde8iH~_Nd-VQbxME
zDSD22us9YY!{ZKU_}s-d*^qbs^qn==03e{7Baf6HDUh-@W(l~TYdXy~^H}}wV*Iy%
zg^TMyc%grU<bRB@w4%(P`2C4LBqaZzB8SWl*-1OV%iG39(bd+C@=t`cZ0sB$5KaIk
zqolQ)r417$ySk^fjprX%4&&ch16ir<<L>Tk<MPMS!tsaOVSh&{0O5oFVku<aK^!lC
zn^*n~D-q!Ohgap_^ecbu^5?LOC^;d<pFb~dUWkw8@6`UsF8}qo|Lv##8?5p_CMg6o
zvh$++!*=`|t@2;RG?f1jVjATCR!l?r|3gf}{SRF0-_FcmYyLj)zb_l^e<ECe(<)qC
z+>kT)ztSqddIJ1)Wbyfp*M8BVAU)zMj7sQ0r=NPKqf^qR!g8D>(4r~{DKc!NddGUl
zx)_5xMtzLk39^ZPXbM4b7NavBF`jns#IIFxQwwmPN`>}y-7ftaaVxwH-h5Tn*4-}@
z@|mvI)~!6!xsBG4QXoF0&+o`x8Z|Z&GBv@NG(&8}YxQnva}#*kbc5=X2jIK8tSv?e
zJxv9Z8H95DblWt0*}#jcO&y!3#Ee`;*pycosqiN!a87Z_#EW7PmO%7smCb#6pb><-
zc2Hh@CK1kOw>3t45ICz(R^Z`l^}FX2=~Ds7dwatRy<GQqr6A>?2RO*LY*^FIGyZbr
z(!x!}ilP;he~`+OmyTn%?qyjKAE?_>iGqx|E~dJ8vm#ws96RSovLfr7YB%PtCF@FW
zm+CYY4V2S^_Tn^%NP&Oi^|rP|$Wd{PHF0HN5A%f+OgNz*IsgE(A<z58Lec7`8FIh^
zT8j8-h@FYk%HC<ZU}+CFCYnoykKVJVGA5u4pl+Oans|oEQw|U-T}>{HKFCxdsIIrb
zKSf0<!D$=~EFJjal1dATX`{F&+B==(-XVhC5Jy}xQltq=2$8F(N8+|g${izh<`6Lu
zz6g%Zj~*1qAo)RBjYiUwW<^!`z&We3PH9rTM<PaYM9#f8{3@;B?kZz+OqfSnIR8!?
z#6hG;pWb;egMLB1F_A(pxPO4UtQz@2jdr&xF10VcFD=_aEI41b1$C-S*FF!YA%hC2
znkBu~J$FHI_1+g>%<i&MR@IW8=uP*NreU6ltXOH;fpu4E;WssFEMMl|wCD=nI}0jO
zUv95|zCf{-3md?{kK1B8B@ka5Ar(y}48vlg<WDmi+u^|x^_gRQh6&CH8MJNuenNl4
z*(bNoY})!bcf6n|+?fbzK3f@CmBRL^uS_x!zBlzHZBxRmn0<j=pU!AxsYzO7?8o^i
zP$eiUzDnR-w?sGaW_YfvOr1P<_uv*u9R%G(c)3k#AIjQ^C%PtUN*y}7FMYxJ-Cl?+
zEG1!YZujc;E?<_t%y0JnL9aJLd5?<tC$ss`1-HYQ#Gh7HWd`KJ=tV(G<9uJ7mZwhW
zf=q4A8Y%AGLrB@dbV0-o`&jlqRDIY*v3K&8nf{8j=5{G<vTHRPWg88mC1h<j%dbBv
zllMbAFUO*2C`jq#*@e1x?YHL0;!?&m61N%ksj^ifZ$g5W%zN6+M_gzc=1`YiaSJ3W
z7XrRaI(Eg>myuYEUmhe~&2*h&%*$I;v>#9%<d1uL7pPm(Inx^fW)4~Uml~N@be$32
zXFLOci4@qKmjpo<O{wodk?-W);gj#rT;AS~J_)~|h#{rXdk%Y)O5nz?ShgNux5v*6
z@2|f7CHRZmD7S9IH@t4^CaHH(Y~$<L*X5AhXXHn<$Kz!9$?0H7Gh+_h;%j+~GcSMM
zP=N7t{IJ3e^?R(#0A7c^OCsC1-La;?>2l#^0hcnDw|PngsY9i2+Cp+&Y_=M!gT(48
zl*ftp_y|{H5d9grR8MFShRY7t5`Ol~Wl7Fh#yS&~r(o-;AqK}2#7Vu72E>Lc`~vx2
z)GL$?9ZLH0n?)I%ef(JeJxwHpJ0P{8%q~4vpSNdWCRv#?g<$saCqb4b#&b9Wq8$oH
z!nZpHuyIpXuPVAFnVC#|*;MHVW3~80BCwYyf!=VO;WFO<U#8fERB0^QCt*aK+fu(>
zZ_?dWOiyyrq%C`4;EP(<m@;)zQ2#6RFG!{A;vV#+EegI7dYYCX)hEttjJ{5-2huC5
zvNHV~^rmNxXr1OlqY$m330cgALGRY}E?h~B;v?2a!AlPItRd-jz|8d-4m3Ao6z^AP
z(-YaIp|-^93_X`O(LbnUMEtyw401XW)>G~2wt>3V*iQq|aoqjq<QGJp5$n=3;t%iV
zB}XiGgCzDHcu(l+=sDxAzw|X%I8QY0pg5&e(u|3p2c#~h9<I`q%lF7;r4z*|<G7jo
z7QMlE592^vnW{cF(LiN^zNH+W!e-tZN4y#S5~6_5aH<BL=fPHKNs9(+Uf6ZZJ>3k(
zfBP0sw4h$d=cClwPzy9V@gPtYbC?GXA~6)Y2MyeL+>h>ddX6TK6Nx&40oy|{=tLs+
z=Dtf|lZjV6l|!xzuy&a$wbKm_?!zd=pi;`v>3qct!7Yp^akx25KPX)<7S(mSwR=q;
zR2w)(qYzmG3k^N}OrAB~B$Yg#Io*Qa@qHQ}ejimb6a0YsTKl$d6HmNq=+fs-iEJ7+
zKRXt_{s?Q}?Yn%wj+!0b<4Do(Xu28n^P5*K2KUX-4jJ_6n=Rg9hhd<hOX0x7vqK$(
z<+CHE-b4Yex#7F2r<$X?u^=8e60xtVTcl=?ZY*7n-lnDywStGxXQn<*wF|qEW@I01
zE@c9o_Nn+aAI^FW(q5|UjzEUfU!5)Dc|3f$wmkd%kMF(@cT$Md?7*N<wZ9b$x~!y0
zPcav>*V~A$ZY>K?zXqf#W8YpGAH;99b+A?ZIuIEz`ARM_o0Zhya8Mn7pv<Y&s%(-v
zGTqRSuy9E=Pxqesz0DPSsu?RMnv=1I-OJ>Y`AjZ6>Qq&sfI$;egWF<Nyh$94wNC42
zI|Gvt)1Z-qr@&BMwcnWY&DIMyX?XQ%qf08e%Xy-+9L~SPSa8P1RN$aFx-=`Lg*u}g
zv-Ptow91}3&ygpq=m~hLC*+HQxKQpC)H5((!ukT^_0DY*6&O$Rzt3if%7W%(iGPgP
z?RN)$rTYkVkI*NCzr)YjcD}NOZNRi2$NL?$*znWe!Xju8R#5h&nd8%}N7sunmjmb_
zB&%pE?UxkPWt!}ly1tNa)*r>$)zQ!Bp7F}DFwReheMXuSc#=<P@G?-2cWNb<PIP&t
zvnO(0b**^a#zs{(CBXyU_UoGF&lBIs`8tFI=+t7LDQaNkf`83FtqwCE8-Eu?+pDcJ
z@tw@jWJg2pE}4!3McREopF<TuYMe7}7%n$%ou?j<Hjy(<92L(KtIm7;g+8f7CT+rd
zei9=nXIhk%ZC9W3YE<?Dv{+GMPoJ7}1y<tb#uGb^R+3)^B?c0S_V^MRqklGOYpP`U
z^-)NLS9+q;Hk?R3>-%n}?eMr~?d190kD}${jOq~Y9%y>$DXv;-G86IDAdwjNmX#{<
zP)}dATz#0Ll?CmL-!+F02j{m8T_l$#EBB(^%Qz=-g~^Wo!d9Rw246ESAyY30Q5O7i
zZTfMlc6ITtu*q-q;x595`J%E#up>(@U;@QNU+5+x0a+&jdmAhHyf_mknqP?1{TBxn
zuXM?yL<gZy4h)!5M7za!_HH!3`3ePquz5vzwM!TUd;xUY$T9PiP-%}q@?<it!Y^_=
ziM;Ud4cR=lMM6l&8Ft3}^EFdO(S4|MB#=Go3uM$H_+$k(0u?yV)3LSU_4{Kpu5h{V
z_M0=ty$?*n0T%Q*(Trup!kf-q2>U163ao0^m*dbUW(n@eMiFH0L~6^GmKgOk*8sJU
z*xpB;e4lq2@cHM&bC0$%kk5NOyBEyqASXqVn^6w66EbVEn`_3n?Upa(49Q8>I4de4
zDH*?V02b47Ebi#{Flw~>+xa0-YRm-Nq?^)gRM{ZhV8NT;%pNbj@y1CwL#@^*cmh~I
zttEJYO6{pe)k*6yfCF?-hBVD76Tq8Os@wEO_m_}2!gqYw47~!9&ZC|CRQWvQBh}^v
zY9uMC^3`OGK=P(+k>oLRiU91nfdzqQap^+3$3J9<i~u{R=b0-Yx<}5G!7cR<8RC*p
zwMq3m{dVjT43j^Ek(x3#3dYHY6Qg<UcL1YY(5a!nQk!i%U-Jsepl7&^^^J#)g^ss_
zg)c<!!=DsFsKqnP#;`myX&Fn<kIEechHWV82_>5C`N#kr793<!vGW!JyGg|~9+u>)
zUI&CiS$kRp(~qN6FGR6kN>HMOg%aw(fUZ=v@{9vTfJ=N8NoB9)k?f+b(gbFB<^mH$
zu_LEGQvDvjuK0sDeSz#}d)~T|=0j4U?7|4`LlGg0%He2ltm$3l1FbGp&EaZqxVo}y
zZ#v75x>r1bLTV>yXA?;+aeNDJTuSNyE>Z$@brmix1u+g$zCUHQ;tm+)x(@=opei3#
zy}3&>xDRpw8q=RPu1NE5XNKcmg94#SOA`);TVhS6*k!Lg1$!e*;{*=h2J-gCm@2o=
z9v@r-a$U>$=kg9&uk^Y;Y|6RGXL>O_<A9>O4>kfP-6?vDUZTY$D9YFD^Ka(Gy2v<Z
zrM($~Ki({uc=HFtY7SdnHF#reC{t9b&jw#9KHvuDz9flB7ganSdR+y`kg?BaWAgV(
znN>8*{Wv56{N5~eTj*QxJLtX=eGq#N3sJzBO~Et>mJ+WhnhTwsIV1oyy(qrQ_LU+W
z{<y*vRq2ylyry_ClQG?z`+bOUCI5i)obw`;GF!$26)Qnxm5=m^ioTf}!K;ZUE7_kr
z1I^rkB@fLya@m|O3XRTag@Z3Y$(&||QN~Ts8I@$hGe<ck?qWs2lZ<2rdHMVVR;C#T
z!Yz!^H)bqb>jBp%hvIVxJhYjZt;F=EKYgioCKk?7wd2-@qn^zH7=PC1{cO>^Ldut2
zFzC1<!dJv9k=Y7hwN-ZKGabol)?Pu@8$DW4x)E-RFNi^O=5;a;SsKgL=cdlWU-}lo
z0$idjb+P)zlGxD&!)eHn&_sA_d5q=cYMr-id-L8GURZl%w>Ga}=%s(!X20=r1@1)3
z7pt4F@?3ej;)Kgrup9b(gJMM&Oz+D}UFo!f?@QKQxY6$_lON389la5+f5hi2+#R_w
z{sMfNJhk*|e!tv%BIYapi1I#6bgZpW;MgYES-2D!yR3G@actMU?0SRvK2vn$<=f4d
z-V+c1*WeSy8(hogzDB#{W@qvD$)Yo+5-JR3pm)okPk3*H-otq88J)NQk$->jTX}yH
zd;|5EN@h;cn6kofqJ2a3i13&nJn+@})%sP6B{(&B3cYdYgyhEUhT_KTh86Vn_X@^|
z{0+`y&hudMmogS8KXt*Ke3W_*l2UyHzY88<6Ol*;hJ;Ms6vBmM5C=uXvM*ujB~}nE
z#jyM(saQ<PZs+>&C1&IPrALqm`_Iu!oVz$cILf_@SX>d1;gb4vkKA;!7jUQ?Ky-WV
zDHg3R8x+b_G;Mc=Y&vdtVbFuz=!|B$FBrro9{uAYAV|!tpWs3^h|_E^`@$wjQ2ax~
zPoE9~{qfMzcU0fR3L5s%)@MipZ~_wfX^vdC>pCV7&v}Db-FAM7Bnn5NuTy(pFj8Nz
zeJynRNrIK*w%50BcgB5h@Z`LiB=CUoWE?^+USt;b7?W@}+!Jdy$iAC>K5>uN5qw9}
z7jHJzu>FI&v@h9g#_cEnMc&=i6MhKu);BlENLk^#f+zK-nJ2ao{=V3)iQhZ7mwjgl
zcacFPr*8rSD7L2ke&Sm(gnqoeGzsDljS~Mxu@k!c{?7D8AT;9lj`~IA-NKXG6VVIH
z)=bgR)Bwtp><e~iPT!!}Zo~PHdy*&B7yQt?*Mh#Gt=-?-w%af-RO0>OgJ?qxPued;
zuL!UCp#y#3SMV#y>^$<xDFi^Vw{;eJ`Fi$x;pTyHF8Uh&Iu;5N-w^{LipL8hQCFEq
zpiuEx;P`H1s;z66C!nS=!2?**SmEO(Ex!;_$HZG$b`Vm@f!J(Y#;~k_`s;QbGUTT`
z7sCRa<oqO~2{^zwOK4XC`glbUEvEr4Qu`UeavP7XR3{Uuh><`WsKcq6&+;jOs8mV^
zwCRvlh5fx0{+8McXzUSRg?9-IYLsBXO#oUp!rp3406jfw^r?<ydi9w?81&*6fQKEj
z4wxZxjJYz+hyeV#w-MB|OMuo=)s}=W004TUnl~{5`MS%n`*D-0GbYI}eWSsXX+D(`
zFbBlq(RP5pf1n<UxgUQCyaz#hlyoQ<vjhU^Kw2I-9md8~^|+z9@8UiW^MVW;WsMo?
z3HSjd!>S-#4-{9gw)i#RFA%y%<z2>IbBFRe>*;{YdT>YYV}ieg2xD7Z#{pijW%n`_
zIkxcdP^sAocK0w1#FF;$?(;IuP5kIEj%AU*mIz%Tekjfiz-~C?Jm256htd>?wmbpC
zJFoFq?P1%*bc=5Xu7Q4o$j<Bi)qB{*Fe&0;Ks4u#cQQe5#c*CRixSv@*`Okj8Hm|K
zBZw6}ZU{tj?siUbZgyUGrxwH>f+-$f1e^g8c*u|rKNHVYjqubXsV+F@nt0i(4fzU~
zd~!JKIGkLBw>L0s<I^B1M_Y=qmu|IKb$5y4(;}%zTJmh+T-9fN=j9Nvs<>U>)^_4f
zyMFrHm;|}q7v9pOz+!WAcaMyU-;B_i;JZly)_bq+zG`l4U%4d&p)%F9>99J{#dXrS
zmA53qFvl=_eWuIIG<9k2=5-rxnQb-n;)W}^Nu_UB_fp`0eW%y#r-j(lVdOYxwifYF
zmRA!k3&WikP&hHLW%F>m`>W7NhM^<h))GudPbJAY*~v(@L0XSgYO-)12q#%qhbJCI
zTN!8<3ob70`2kh>+a@U!4x`(8aBSzhtWS;W?}WQ?t&JSq*J=qYD;E8^xm?=%dN&$a
zQQ$2@zA_TdKe>=e_AQaxC*1!EPqwdO#a=2cS@IQ6x$pLu=g3^abLC4y+neqm`NS96
z4H;ZrpDba=IPY+bC^Im9`1>T$*&d|@cp|j;J?&F=LCKQ&WR-KWGa`wG6)iqbaeeZh
zd(29);5s2%xvY?tq#*rETcU;l{7U#IeMW3GjM`)5y4!ZRK~*SL!ozrYF3vrdv?Yy<
zK33AW3PsS8TBuR&5HyKZas}@x^*sX=8MKBq)Ud5?nmm*#+#Rk)eV7(pCQ~sGwkJMC
zo|j#dS_yaGa(J|iqeEqg;_94HERc!QRMxn5@k~D~{Z#V-*C?#!;w_fzu)O?1Q)Z26
zg1*Pi+u$B0iUv@vpE4hNqmcdi9Oq4avRsg0>rygjW`(UtYb&9R-DFU*Y~;&c*r)xQ
zz1F}(=K&QA9)3B#Ped9Fa_i*BsP{(QLWxZaL9XZ|GcK%cpET^Wjrxg@8{DEU5rMSU
zpweGdlhUEuZ*c5;ulvhPER2+k$+Q*5R1$n8@a7hmzE^EK@dND9@7HLy_pWa0s|2f|
zVYJLA1Nm-o@eMP`ZzkARg=okm55ouNwav3is~5Jgkw0{anifR_?Y0RLo;O*pk+x&-
zR|RT<mJ&dq76o}q=L5F}p8PyWz8yAOyLGJ^twNJ5<fVW4NJrp>!}Y#(1v)t0bxzO4
ze;~{h;HXF-ktHU)BGk)^l(3RsikD;6=E+}2pDM<nm`$!SXsK4#rwyC7vNs~-G6iL%
zz<%PTY9jTC%?r&$Dn`E0NoXxq^HWhe_~Tc4Bw@!7<W8!TR;+xH5*<?%uIP}Cw$(>`
za4Z^cdLm9a0(?3?APm;sM1PXP(k_XPk;3YAXVLs6q)Hj=pp|rGkBvWJ9c$GzG?9ev
zM?_}odhwg<o}K^huX*2&iIcN<+R-aCCih_E9wsEGv!S}V7Nx^29|Cl<8j1Hdt;tP~
zFo8K=HMV9^1=6DmLi~p%j3~kFbzx?}n~niSy@T>Lw7_lSIZ|YA_|lRpugD1JYxr&Y
z-ZA4JaAKaJ(af&Cz7L$(`eG#4M5bWo+b+m(9@HIjY1W&KFz>s8M14#cyZ*VWtl2;~
zJDCBd+PAsX%PCK)s^RV|Mq3VAn1(Fa$uis@^d7VgE7rewbCj(vH(Vje`%Lx=?aQe!
zT3NhTU_*)Y4?y-<9lVkFEGfnTdtpUu-v!HwW0b2`@jKxYX`_~FZYoVVV%^f#+;;oa
zWjjCL<H{3TTXDkoXpUp=9A`}cJCa;W#e-hg<dzNp?xn#1rWr1pjRLunYnDNE;lh>4
z%Iw;DW|Eo|6q&nHosYdj_8j|n9r<{<>Y&f-N5i(&EkTLnqGn?;tA-{%Cp%i#?gVRu
zP4cL{0d^dg3%8;CB3&V*KUHT5i}BOsCQ?x|ztox`&2V%cC|Q5}@F1PLsgH2&5Lqyy
zU0aOZ4i~_}XmH%>PKU4KC~1Rl-C^v`#`LaZo*JdeI`b`&Ys2u2i-(7i@j5<1%J8t2
z$2lXLEV;6H%J7WU;eMmQdzNYP1h2;7&Sj9Xvj<z7vxf6HW1BUu5m!7b(QsCxrE<)V
z^zi7n?F{;3PUB~WTs>Kd<t9B@s10;O>#MW`%5v2ey4BxH7acVn9dsRA8Jk<)HhVMu
z^IIU>Ab)~o+6I50E1`J?bkh8A+-!ZvLL{afGn2mkuUSpkamIG*Oe3yutVFw6iJr=G
zopfdE>6%&KQtSS&d-k0PI(6L&<L(4ZM5okrLnh_c9SNDJerf63Y+BFm1O{B|kiTl0
z4*8vqYfHZt?^;$@g0hG}H{8<W!q2E@);S5M@~Jn%XQV1W8jsy0;$&ORtGHX#5@Z{F
z?1f4`EiCK!z@m?})qiee#&6|)G=iBcULx<uGIhFbxNHZgg(|;cEe-d%vFE@YVS-Cm
z#80*_hr6ryf$r8oiEUUgl>QaYS4T9%iH~}A{c^o(`}#@a<Iw&&;ru6s<}$jdRLi=)
zXc~u9G7imO;l9b%i?Q8<q~rLq&#T3$Dkp(M$#0Gke+D6wH!_M)3dQ6%BuHpiv6UwS
za+ZYiXiSn^zRU)aV1siJCED~l=imz%-A^}g9cNGx`1*5?p<UcNw|QpsM5lDRj@rnJ
z3sEO34!aO4?wc}-EhL3oGK4CX<>;Gv$d*+3HRKQ5_?VluIfUZ0iFGL$Po%=}rOT6@
zZ~dZ{1T9>pb-G-=ah6ow`jgH3-{c>p7}R0J#0|TD#8k1A&_kF)MoopPIDY1CB&5L^
zd_$xW!>KY7Y0-kN-6aim_#lzP%4rOrNiRPLn?dhx{>G;qrt28Lt*p<Jezhcn1?%LS
z6hEMTy?6>Ls<&iMAM*!+6LpDuG53U2&de7p7W_FFi-3W&3h73G%!FNVL3SoyUg4+m
zNvC>OB%<SYQX@5R)`8v<d(%u*L);2uXQ<d*B9T$3Gn9WVf{ZO|z3j~&IFOjwhCg9s
z2n<&&Us+&RcHri1N`Y8ZRVm;dK4D1L9exOB=6y1BXk1%oF4wDJm7-f<quV=;HPp`5
zN|~wskUFP~MD*|>5G(rFg{~Zuk4ubvelP}3`e-h!bxJCs$f{Et$f=!1ieo<+sBF$H
zy|&T?{+d8fuTvHGe#f_fsEkuan}XvGo0Ua(>D8q6?4h)L**JT97FWJ}h)Og>s%~WA
zv_tP;6pl=A)U4-WWY+vj=3OICx930BW}6~1{AnFq!V&$$M=z~;CbVx;&0#<TZ^xH_
zc-4>!j#SRC*j)0Msnup42GzPw(?VBME!Iq@GKr>AF##Z`>Gg@QX1UgNk=8N8;TgL^
z;c#ws*RaV9{9>@PRx>Og?;3Q|UT%PGDn5T8(;9t==lgd8V5SS5++CICTCNGl=6svX
zitp$JUt4Tz;y6gMrg@lctC0(&RW;Mp!nF1iwf3X5z8_;dIy%}CF+;VhfBUxU2oF`s
z!}bn;*qiqUI%TWSw<&FBru^{ELh}G#z1<~4m1vgfZ*M;aFB$6mpy{vnVB()4OHC{1
z?#%_#9kNV278Ebd59j}|FR|@yS8({rs>S*yhqXtx29ENxTNZ;y9!;`ALr-oGh}-!{
z(~Hn)t!}kug~j7rh>hb5Oy!<dj^SE=wSmo4sJq^A_2dPnY5U=ph|SW`b(gBs8#|A-
z2Tj{L`v#)z%!uh!`fKgaRg;Fjkj<>kdJR7kqh^<`BGZ+d>MRt`xOZq3?G7y;MB=nJ
zhn?g!vF#k(0@dQQyAyvTHquU$vPxu`Og8srIw^9`ykOg{EMA<La*M%;d$}kJDZ_Yu
zP|l~5u5)QoxKKW_Tj{?5+GH`XHH$R<NW7)|v2I3ZJyimJF_(*MS|WDvqR0|(TA$R{
z1hJq^k{N(df6ZZVr$?o5`I#AfW{Fcav%-KbXev^_M{LpX`jIV?@bU2rxRM2|{S{VV
zC_UBb9#F2X7U*pDO>iXLq7KrFI5}wVDD8>md2$6k|3ZtrsPipt0WnPxuT}6;&uvb#
z$vo5XLoLx>^IrW-enGn06j~9lSMA17nJ<Q-oxxDzd3dv4{7k-Tx>{1!Og<L2T~e&z
zLqC)HLE{ab#J9e?^s-!1j7z;YG*+9)3S;w1ztZ{*<`<EWD(TyC+$y|bv5dPGcAq8U
zo=SexrXcO$=0JBd1h5=oqrBB^v8j6J9>)&HraZV?{q!y4E<GK0IU_UDH20w-8<~r?
zH2eP)b|v6BU0a*0(u%3qrDhT}B*yQ2)A>GQVhpJwF@+jJ5=jkFVkVR(N~#2*sd=hO
z5HaO1Nx5l>2qoruikXNiHS@pg>-FE9clUYzJgtY7wf0(j?Y-Bu*Ey%<zRsDQc75gF
zc|^IM8Sz`@*9!LQ)}nF1<h8GR^ewSw)BM@b2OfO7Xv5eo-BV8vj&#4jy!*x<Q&%MB
zcUstdY4O1DDc&Q4%EhjmpPmzV<*%Xp{d?hz>OQ`)ZO``oyP;#(m2cQ6;j7%99b;1T
z8;dtgbgobLUeqb`LB~@c{IWZFY|C~f{p&=$8`gTmdt^uV`yCH{IY7U$cR+&!^SmY{
z|4+x>9T$(>kli^mNiWwkpmr&5??nMyws$YrzHglhH7+bHdt{i;qnjOkKd*M<@Z3!A
z202S=#soHKbLo}W(z}W2&$~JN-CnJqH6yFXygJ3+^uF4#^22TJL$arh>w#ZPPMI~M
zi~OQSFZ|+6a)saKUrn7nJMBQ9bze_j@JHz_z4})ACMtHv*UOun{-beX+@jU10}>Om
zH%|WW=kDR9Vty~)$y6@rUgWPw-k&zEV)n+~VIvZ4*&9Q?ZkIgu@Zia|FROG}uqG(F
z-i){^@BfUuo3Y7fE1#cMkXp2@Z`bP!g5pB1#V7U(3n-D+J+sl!i#N=F<ZSE~w(Fy<
zF&&bw#rGNCykqglkpoH<pYQh?9};gc?hhaT0iVsWxt*(3wRXj`4dyPq8Go#K!1o>M
zU-ynrJaO>j9gqArH9u@#uxtF<#`^*)4$~86uQ;Bva(kzo=!oc&hc<r_9l37k;{3O^
zS~0B)y4R2Sw$l98!CH;^nOUuW=ybe;SHj|ND=p3Rk7((LNyuDRwN;he9-r#b&Ov+K
z`k&7E_1?%uU#3~J&F6X_soSdG``eb4DQi0Com%Xhu)De5dww{Xb=Z4P^2t@(KaY#(
zv-cmvPd07V*Qd$W<f+52?@jrqclp?pfnKGO*LUqbD0Xevpab0_VxN_-UtM#=EWV33
zu-A(5UouqdTrz0o=*>yvVjG69D&DUA!r0=Go3B_mPW;!Q{?G1h?hrl4Z<T3SeCyyd
zwPG>{HLo3W5OP}p2nAsAvB@Ld<1@1_MOA54V}3@rmEWFBFmGw<@X6}asnpRsn>x%`
z(D*|5ni+``tJY~07`b}+!(>le!LITP-6|$+EZHi_=VIzz|BpLA-R$<`;L?r8Y+SYO
z+a2GRIXZM>hwMF;Vc{E2SL$=O_qsMe^k21n>64GPcl3>T(lK^P!=pV@EZc@3D>)%9
z;QI1)17cU6Xws(ZsY=h1YHj;<@zVL54-Q_mFYJyjr`)!NwjA@e$BFBr56}4XMQEu`
zugz}jqASlR$SU>orBO3d(k@)dYotFLpYytD&BzIBg6xT*+q%6t{AcvGj8+4$_5EgR
z?(LaruK(9YTJKaX-6CU7?D9+P1N*P>Jd$sDHonuL7t=b{^h!BYFKDvE`PD+7Yqcvr
z4_O=ImmI&@=iKa&<9BM;ogQUBR%7iie)fQW&wSdi$7i{7ua(O<^Yagf*R*;uC#%Q$
zJ9E$XI#Kn;t9|W*Y^Obz44U^-hTDs^iR~x6YP+VI_0sXuH_sn8x0uvm=I_DRLu<Eh
zIxq0g+S#kir+j~5|IGQ0a(P{QWOaY&dp@he_?-`~PCu~18kp`jf61Aghygc!x`bBo
z-_mCMggO;l&2AZfV#|#4@0WT!Y*X`?DWB~0%=f+atkILKXYHPJxIS!bk;oGvo-4lG
zULm6FF@L|A^M*aU_@wBo7cbhpa(h{<Yetv4A0PJVGspF7&)UtR*S~I=9afP2boArT
zGA;8eMgQ`;#^;yXrCn;beBY&_kIPJ|m%2FP)J*@FeoebN&b~J)Ysub+xpht9->qMf
zaqel}te;-rUy#2!^TPT1acAz;{`RZIQ|1l%_@{XvdD=Y2c$_VgQQ~&zV{@YF92@TU
zMeVBR(r4KtS09dEdn^7@?RI_@{Nm<SyMLqQ*LQ|Ac~arfp-t6d2mJW9bV1P@*V67j
znp*n6zLZldPUYM>6FBjC!-J`N3x;%gI_GemggZah3tuqDT=hoCiJ|v@&(CwaQMdm4
zTU(d{8b8YRv&{Rb)~5Em{*fJ9GpFY1(@UFu@JS8Nm(|}}IOV#3Mta<Zs~#1Gj%wf@
z7X0l`Aw5kuLVOPF+_m$gEwiUL(yw$2E53L@alf$QxB9u`&m~8S*4{RK=aXq6J&&fl
z%{%1YbF&)&F*!v%?+r<7+5Ew?3tMA`Zb&xA4WE`^-`lC`z;&hDUTIfs@`1Un?~V_=
z{8fo9XXaFhsrTuD{7ap8*Tg$)!k<>(-pptBk<}M(9eoh7{bkg-etx@0hd=FouAlGj
znyXrVw|Ys>`;MEb>4V<Oztm-S&6O9so$KebJL~v^FSeg=ms9^mQ2)!HHEdY^<iymB
zfXxjSrM<p>XL-Zh-@PAqGq}&K;Ijq3Z^{L<o|;r7{+?sT`0KrcYNSocES2|st@m=j
z8`XA}E&VjO(x35V<KJ@&ulYl6OVio+#|9l3;<2gyxwxngyuS=7_T-D(SrsNOkC|*f
zR%-1@zabx2Z@u---D=b8f75oJe}%L=vpctMSuA4J<jiK}UOs+n^O$?1$2Zx(Wj8*w
z{FjsitAYmK$xNM<y78M*RbvO#FI(kyr88YD<DyqQ|K(}ouR(Vf7JPB#_4d!wbAlK4
zdi>f^H*H1#%e@}@jkwWuV)e=mO!vZ_-YfIEz3}TkwXvtO%&e#LtBq~dsmp-hHiR!a
z*~_Gj)2n;*%|G;7yLJ3RlhH3K?`<-wM)s7PlTE@0JgB<&!XC@hCrjf-uUK}WpvcYK
z>Cv+XrTN#pn2?t<W#FDqCzh!{;(ksG|BsrDK5{5=*=~D>ln*LZSl{9I?(qq`*A5JQ
zQ0-yz!H7efzMg*Tw+oe>>u-H(`LR>Tl4U=&>$>V_k$OI7|1~;l)$_q)Vsmm{L~I$f
zdP-czZ$E$dcHgwDmbuG^9N959b?(lxUz8dZ(#*|at`<>d<}WutEED^-d$8ZsYd-Bf
z|6Qa^YG_VoY>CdZj$R!$zEaYjK(E(T#+cGKRIGVuXi)yK#O?N<(`KEp@49xm(cyyi
z5plit?|7AHZTaJ(6OETtep=zwpXdMOe=Rg-#}_YGUq1OHVB&-pTfP|Et<^sNgx6Nj
zZnx$xN@-qDYhjt@Z@1=dZGQDt&fR<2UkBeC^38Wz_=~-dzE64^Z@YaUHYxM^<*#e^
zcB~%x$z=chW4oSB8GJXdMv2<{Pn_PLvZ$bKLFUVVnaRmxukQ0M|76VWXHhQ-?$#-H
zWPPubr%(TRJaA0YYpX9$D`Rmhe!JS>S^mfVxp?qKJWu1R*U0zPKmBOs=%(4@myJk2
zzTtR@`gbO-$xBL}nB`gQ@W_g@?pkxNZtnj5>pWjejmqJ%V-~z_diYK7#rbtx_8YQb
zL9zL%2Yg!pK48G@+RmtjpROKyDS5#s_KuBr`ZYdP=ZiK~m$eTYxL|@$Zb*$Hoo9Q#
zJu+}$Sg_~CmOFlq=rP7)&o0kBO{bmsa8JmTk!{m==iazGJZW)-@tbz9T$SqW<v-P<
z|B9MF&em`A`f1|&yZO;QGCK9_ayaE~o#dp&C!cIi`k?!h&YQmLv#cN`>2k|S@oD!f
z1y$_3H9hXl%#H2lC-yq{{id{+2^-BpE&3j;zhLXZwHwb?*fu7p?TWm(yA!L2gtfRd
z;Z#n3!xp9g*byAn|Mj8Zv(=A3$!=zg{55FJxICXxWjkg~x>WhuilXND>*>q8J2wRM
z4DOtrRP<4+(x&A0OKrBu$0H`r4N55ec<-ykwWd=Q@@svZ)TYP&Jzj67%^s7z%Jiu9
ztd}dMdTiML@@<dYN}fA@FX2Bl&+@R!_>_xfhPCO@Vq{?X#w{|c6gaCMSTJpAtrE_(
z59*Bg{#WO+x>w&$ZG5|F(bD(sXZq&F=Wid>a87)9i@9?*_1k~NebJ_`DnESmY(%xi
z*X#asQ-}B0jGt;v`k(CR^5ybot<33`FsNVMkaM14i<)j2R<6g*t{dHh>pZVg@=cz5
zde-!^V;eO~{AosRm*Ia#k8QJW;ObdjoE^8tb@8rzXG_Ei^Bb=>qs!OpkL=_duS0J}
zoQsbrx%F+c;cwz2Lfo$0A29EyxJPa`OIMp)YDE02Yu6@C-Ej0_z$X9u371lr{d{Qp
zv&#X;IzDKeJ|u1XplQedOfQ+@YdMyXdTm7ZlkGD?9{G;T9T*vbTe+j2J749wpGzqn
zyE(&NK7CO}rCm3_|8U@j33nn_lrOn4v)Sc6Q=+%+jr{1@;eYH2x}ukS753%jh7Xq%
ze>0%rw4oK>d%S1e<zWw7-7GSx=-a{bOC_9XFyP7lwEX_dZ25h&!av(_t>D`(->&e;
znfd91NjKLI@6c!4ddJPHxf_lbd-k@7mJ`_YZ+e|w4Xx7Us+k-P=l^y6;`@<*b+mhZ
z8XP=)SY+gA@BjYpUAMazKHcfjCD5Zcx{Vuamd0j}ZexN+MNRbR+O~Zg^!SF3k19m<
zu5sQgAYyQM@Td@vJ`taXgyO@Wg>c?|a@4C3>|OV|S72~h@TiDFzj@cD?bWua*`zs4
zc>keh)~sf|kI7UI{}n=&#%P&k;ep@17P7C0m-l}go~6O}UDt2-h$ws;)8SGEUQy>e
zCMp~+=W|$OD)={E75RDSV0;x5P17zw*HMunV+P};it@Qn7o^Ro&|tjK&)s49t1Z8Y
z3lI@GqAgy!2(<rn;dhP<F#`NUCya|66*3wq|LN)W_3ipe(|2Hu$DQ2cM}>yrQ>G59
z$^Ac%2S^9F-DZPuVIBgrnl+1EN1wC&c#Lqt@HgFVh4_VFR!!5aHcX%p%=LG9nV}J;
z+vQ0Gg6USsW`LQU76;~UfY~feYt^hyT{L3A`|DqYVR-$ert-jec!6eNJd=jrZ0UHH
zpa0Gm`vhxjfI&WaA8271wvl`^)d;gV9Zu2#RI1r&JiyE*MHWm~8P9IPYdeXD-C|Q<
zR)<p^PqWfm%6x5#ELMlE^0h)E#MkN26<Vj0^(T74`x%Y2cnSs23=qt$n^;%CldgLC
zdAA;#6`!RwuDMmixxgz;4R}_E)nQ_o6OSvXvVe<1tIPL(3-iUhRq?T71?D<#Mm)34
zM0*Id4jYao;bD;!7&eCjbFj=d&5AeE8u0)#Yc!tS=5#Wxz;vRu!wm8sx7#fa-hYB;
zr8N>fv2TUv2AI>%csQvJ=Ibz7nASCram}ro-C?6MgR^h7YqV~EOKa0zkKz=T?{D#(
zW;@$3JLFSz;LvojrG>|{+u=iKZ`d(kJFTT1w07g%OggrPMzjKByN1t6JLT)oh4~81
zNwVl>i<Nb+<NML#77Vl&Q6a%V>!5WLTKT@Tk=CZzNgd;{P1G$mhe_dUgYh(sr@`>L
zd}bjYn#qihP8;VYFt$U0X?#`%CeQa2mKmS0*34uR1;%sJOkz%HU+Lm{j4+qXbk3~^
zDy+1hUE|q}z7a61Nglg1%oi~7M}p_TYn_dFSP<GnnhDPqnpi&2>VHE^`v9~~oz9VK
zJo4RwXD53lFbCNUM1>|Onq+q1?Z7HbS7dfzyBPP2M46gqJTscfiDP8kyZGL>-6_we
z71k;22Kx#ZE$d!rdB5PKI(aQM9Y>$$Av_!;pN8Rh9)N*2$%g~N>kI2*(|K-?1+VZn
z&P~i3&sW#62UR?>B^pkQ1#f{ij^{KXnli#<r;$I>1V(WL9HWD6tnhG<z1K8{6^mr#
z0hq4wd?5?jQyC9d)<El$pW~9hfCfCF#Su2Z5VJa*COVf0BsAu0g-xUw#5G?l=?|wD
zlQZx@yk)iWe1!+Exz%j5P`m+eZn6Fy9@%!_*{pb_yJ0PLlU<(6G{Q79yr=@xDMrHf
zGhyQ!@xa5uI)J&-9b|KKSTME`B8x`jfrrlf3Jc_v_kGLHe_}oO6Ic_L89d0ZLT0;@
zauN;CH9Kv_HAk4JImvfp`#In&jC?U!Xq90Sd8#mq8C*Ox+8f{jZ$`8>r;X<(GP9i&
zSroo@grdg1COH_Kt;&OKq64&S4**lns?!8}PwR_dQsXspIN?}nzCz2k38z<c(pt)?
zl*G62nhOv1gE03Nw%I~Uu^CRZMPr>hov`l4eSoz<UTf4J;%U2u@=#4^tt6k!gT@nE
zf(>Yxhw$Kh1~4bb{K)&T?TxaSO>imXXN1;9ej2nm{>D8iv`!U<RM)tcE?PP>E?Fqn
z!+1yojOz;+f(xTwTzF(-1;+IQ<R}_aGo!9FCjxDTA)q8%?4niXfhv@ud-xAJgJu(8
z<hKAr<ZkqNE*RNyv!<C*^dOl5Bmag-RI%A+3<xC{X)&OQbuTd5SIEhbn$q477{#Z+
z!&xOBqEoVeA`2pNk_9k2=PsG)44MJ7l1~x7I>j_DJo4uPv$385b5Q;PJj7R|XESU&
z**`o(FP5C<Vb*al2?kn<9TCS{U?q%rsCii#Pk6ANg_iuKS;9`98(=!cYpCU*5JG1a
z2TLb=1w6zXbhd<6kp;9=^Ki)`pT{U<PZ9qjt|MKEd<qZXQGO}3oMW4j*CN?9@_;er
zngZ~o#L9RUE6-PGSv~|2R*FGTsdd`b@nE8jJ_SJz>?FZZ{6jKslm&C+m|A$iD;x1Z
z3kygvaYv+6aZwcOiP6AoHHa3n@O*^_+ZUmw+zR8N4npgzqgcRuQt+sLY6hOJ%tJ>!
zL~}#71%GCg8BsBmufo^|;Co4MdPY25H*@?9!>QrW5FTJ`b07->6T(B$gU*8ZUyi*6
zW+odeFs|hSrX!0r@DP}de2>83kQ6+P>=5u|2QnT)R)rR2QKPPe7A1G4wPAB8FkPip
z@&Js7FFhG;j=;F~02q$GA`43T#x)W=6r5NVWI2k=7LMD^vN!mAIK;>rb%g>v>W)TT
znNb{q;Wh9D%)<LXV6a$>2Q;G&T(p!Y1BQBualWqc*wzUi<z>Lbr;V709Yp{>GZG&#
z%wj`9n`O2u{sS31s0k01K8n4~I0+~~6P_L6fpL$E%v=w{`dV!4e-UR}b>sS)p(v~;
z@z8P1SqF%a=nR6^iENi>9acnQ1OqLd85b?b0thkHeTDJZZU`RRCctb|M>3;S&vky-
zb)@mUMov2}F-T^3K}83M{^-mgxVPg5Nu_0*D6;TgL+}C%W2A)<SNycV*vHGQ71>VA
z4Ji)EB0Sg@iw?;CxoG)piKnIdr0cefV;{kzS|spL$mF?635xaxHVfAe%ud8ZY&V>s
z<rq_F6~4HZ<b5SkG20U1!DkS72$BrzA?FCmsRBdYh+$@=$_AL(>Cg}@GYoMo>qSyd
zI_J2N)2S|n@lb0~dB9^554oCU7^X%wL5zo;V3Y;()pR}!A`8bzLQ8qPjK}qCfpKmR
zzk@qc)(c>4pAm^7D>lr{f<P3ugJ6h=*oFx$<*+VVin(CtU`&j*4lpdG$^(fl^L6l9
z6<UNQga<!Ed5Q%|GA@P~4_B_n^MN~JtcZ$dQFtIc#n=A|=L<s1eihX^xhNq#xeria
z8lp4CLruoG|AdE)YBv^>4LLF60Y-PsuF4_VQ`dO3ub=^h=sX^5v7$eyUeO<pzM?D8
zDmuVj2h}_A*+vt#5$gbXGOq_{$&Oo0xPzn|7BHj%yf<L9$xjQdd<W66mRLy?wFm~=
zPG=tlJd2t98(=6I(OP0talY@ORp#cza+1uTwNo4mnPux6<db!?Qp}3Y2S07Jbrz|7
z@gBz}MGea^9%zv=8F{#1ysyB+N;N?j4~kC(rmM1`rpkPQNBJ9QEo>(RhVn4U3{eyv
z=;+qq^}ux*`C6QD<VUpsV4W?>-T*E6LCB)yoE8+}xpzi*=zM-P2O>|N2V@~1;G$Lb
zBxotVM|}t30G%0uDSTal1nJLdGb?KZJZ0abR6ubt_}Z|GjN_rO$N3x90{s@OXWTeY
zE{^eFhUg3mE!BLH;b0Fb^Tib@?JJRm*Agic=RJ}!p(TXo0T}ORB+2a0U9zyAaUF${
z9gnBfr9kVjvz}o}P+THf@TGVh37wsDQ-Nu8*I_{+1Q%R19=s*pv!ihVX(-8z1;HsK
zS}Rn_dbYvD5-o~z+}9$q*m&<Exk3krk%!1au?pnFwH4VWSvblekm(}Dp|wP{2?-7H
zfG4E*8QmKuEIQ$VR^ba;%C|rZpThECJj#<@c*@++TSjp)dVOFHNYA)*!4i{vfUzw>
zip?=0_=;AU7Ntkl6=<pF38xLMWxPfR38_Ybz8RcM#siFU4Z(x8BU!{|lTAdY8e9$I
znKflR$in9Xp29@6ITv55zW^qUhs47H+fMrcVVIL@UvkQA?2m9GXXEjNmTIctYvubW
z3##o-wqXKe-y=LI&vVJbIuQ5EXCE*d`&uNmFj+<&2#oGTP;9rN&4%#6gV$Vmuus8-
z2)ws}Rw8c)+Z^G+_CRP^FM!z;TAWI%0icM4Q%!r#D&;y}U(nLMJ#f&wMRr4I75#w+
z+Z+^v;8_jxMMi>lD>@&@Qj}OgXsM=(!V>C^EHg|t`$pkGbsC|SPuLscT|nT_83q;5
zSrGZyW=ppe=ZI1fWE%?@EI#poOQHN1W(~WIWpUb24QE=k`;a|AV}O}`kHDygg4z&{
zCD}ibkL-)Y)TrJV`AU?-u?k?gwjn&E8hqX$i4xlijQVp>*_6XT<ADd&zJP~vHtPV!
zgzD%nJhrFOIm7lIFeMI?doYfbZ7A2#y&q1X8Y3a9<2!X^6(%RgVZwv#0c1uW6s@`N
z;22Y6;hKV+RH~o4PA~gubm#DW1@KVIWu2nGj?b12F!s}cVL55tq-e?W03OG6*pYV5
z2La<fiH=J2tI(dbqpHmEq3Wafc%fBv;4~?ILE4{{Jq{S<oYH--_+PYv;!57A18Hlf
z8X0I&7A0MQR;deMZrp3&qUAVSbinH&w7ed;9z>Bsl~0icH6G4uT~~`_chOvjN(hYy
zBc{j#$Ire8wCKVhT5;2~Ur-6hR0t0|*ax6#1a6e@aHYvPI|>RIQo+Lok^)nFvdF@|
z7T2a|NMc$@LpB!GSfuTQhcK3HiQuuXkai!A(E+n@?1+m5#i!`fP(yPQ82c?9E}3m2
zc<?<0iaBT?r+El1+YRxceD-x@!0eB3$hn^ZNiFOo`9T!Y_)ZRZP$|nISvKth;lc3>
z91q{6!lM9@bp<>{X5evtBwk<9scy4#?1L6uGoJ+%7;T(G=m<A>pQ2cYC#j5kNN73U
zMWF?Tjqo4~+c1$uStFbewv%Y1<sMC$EcgBj3`UIjq7#Q}pgLfR{!nXCX^~H>;~^?!
z9#9|a1ulhsx7_t|&V=*`^<f?lX)?t$XnE)UNu+OTEkk&49w4+__ZC{7FFdGC!9z^V
zcG7`52<Nau%lSFxhQ?vz+=Q0vtfB+n8-VFtgM#Pg`jzA^PPUyeiHcnVtx_`wOyvtL
zlbv*VE%qs(<(_v`w6G71cGpEq@`=p+{1#v+0~>vhz)-d{=ucpOb5AG5IRy_PkpkoA
z2W315)!bY#+JAr{eN*Ja)qx@(&Xx+pg$m0eX_x}zJWBY&T_||`oRZ*iyz7F|J_QUZ
ztRjnY76cDb1M{_VUxDDEu~fn1+NR*4LrlTr+!S~yfhzLZu*sQLG6n@^rTAXPv#a_;
z*+QkomR82&elv_`=NQffqq8qCt|Pf%s>~>nDSB3Fr9#Vjx4=*#VwoinQ(;uo2Q8jD
zQ~2r}TL>O5q?GZvb|ZLbo>B1lZd>p;H+8`%P6P~jh0!m#V3c193{U4WU#P|CqXf^U
z+9AaE%G~hqk}?m(aJ>Iui7BR$VjVwc0~lIgSr*_a^5H&@VhefLPqkrIq({7NIF^ch
zz*F`!e2=n5Qb%GPSg|Gfd?4CT>;bY0ipL?dbO+FS0FV5eWF%IKiv`Ag>jL9mNx;zh
zrtol}xXFC6l&mZ40!7czGSxv~B;iGQ-B1Zvbl_@UCBAr!MX_~uxM|iY+Lovuh8}ph
zZni@XrGFgz+l*!=;)}RW@p*W{PVqCqqZkw8q3l8O$+MAE^N{Byom8(A7z$2CSpY*-
zfnlhllW#;Y&iNL`LkdAU03|Yc8V}hjpCjPmG$?pBipSybq%@`CQGDvcqg+>DoZGu#
zg=>OQqk<!bg^qHUul)r^OvHO2;MJN0L`Ft=plJEmiz8g01BBk>Jrf<<di3>ZZXFad
zC>RYbA#!mX8mxzgh7LA`Xkj6PG;^rQGN`5d|BvF)Pd*hmItp*;aJ?@=M1yN{uT!U8
Im-g=e3yncB761SM

literal 0
HcmV?d00001

diff --git a/docs/teaching/cow_linked_data_sparql_intro.pdf b/docs/teaching/cow_linked_data_sparql_intro.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..5647e2d4630ae0eb8daded530d6430d63b6a1f20
GIT binary patch
literal 11670781
zcma%?1yEdDv#1AmcXxMpf&_Q>po6;;+}(l(mtetdaCZyt7BsjAmq*Sy|Gocv_piFI
zR@LlX%X+QZ-D`LEH$$cTQId&`nFF4xfA4DVxa2x-s(%okla!Uz!NeL~P>_^G9%ygj
zYDvoVUZqOPB57so3Uq$I+8Vn8KLSl1%z&iA!tgGx&Ol>3cu%mDq!Ig7R@AWb&rw}G
zaICmrC{%XyVR&Q+aO`&^0s^sxhCztuie^t!I3w5Y4W0}}B`L_1;bT0jZ&A#j$c!m%
zOVI|=t`H$AoIJWTaP7!K8H7#q?l<G^9d|>fcjvaE@|I}h&lNoD?;kKf(2Lcnlx~j>
zGgxR?=EKLqvFUE9ffu>9_~RyFoqhS}1wR7$VXMjFSb}>{yj3o-YUscNyr1mZym}S+
z0%1f;kXi#(%M%lWBUbBD8lEV%f40KJ8oAnJ;{ysSEb71o&x47;dixyZZOrD?eexTb
z2)jQHk<$<9h5Vd=p|2i+w|bSYY0$zJeLlJSUHN5TOest%SZx;<SrZyFz?Ak(J`^s2
zf`XMqcH^PP)RAT{JpqVcuM~kD%a$4YV9B8$2IH4~vMOiXASU)$$2{&+_X4#}>^8U$
z%p9Ivzj8Y!?sV<6Zz!%f9nW;}|KhoeM(kLA1`Z5w_@!4)TUewae8Q>>D^UO~on3KW
zApcGgleHS=w;=LpBxC<#%|<H~RH2fm4M!jwjTK|;i|Z_v*(A8!K%GxsQrmxd_SNol
zT}}rt9fAHpEh&bJ+{Ykt8&nwv=~~uGY!%#9u^^rzZ=vW>3DSX}>W?zT=s>Oo1KkjP
zxZQlb0P%|?YfEqvls#{$7$~Wv%CRD5zS05z-5cUn7}etk@3*q~!(5xrCzwo4lo)uR
zz1ct7@qYJ5ss3ovUsn#cKaGEG+5b)7)V&;mq%6wD7Jq#@1MOW&IsVo?RiKN5o3km<
zg_Qg63ULQ}*Y|c8(m(q8uAB-$Gb>{;2TxKx*7pitPIgi*J}v|Jcm4cF&YyAr(raaB
z2U9hmE2-YQu#b|YEb2f{S5gB~7I6n#2WK@$V^bjMAN3b^VJBr{`$wJ&8!69Ux5C2j
zCh#u(FAGsuXD8+RyN9|u2PxYh;qR+aS7#&T{a5e*UIW{|Z}uPKV*6)@ill6$ETVrb
z%>LcHNLfAt-K|W4QqIO+|GVWCX~AeGE#eEmN%zVwsYxykv*(@QeFZZ^5mh%qm&PT7
z4hm?d9e`h8LMFswic)RRMWbb&+s?CBK5kZ)gDS!<Z?5?~370o@+j1v7Iq^pLdgo)|
zb1by!4-hdJPLZy20*J)%8sejmDdv35>ixD30WX463NDp5y0<5@G(C;x2#@+J3hF@U
z@~#fSNZPp%?3Bytr0bT}N0b=l2S1b^+K2cw2*5rPpfa8&aUUYj5^QfD;fe}2T&yAm
zi-Z8+L=S+cFSN<WO%H+X2QP~lLQHgyPA6N-B4nOjp8kr*G@*b4d<&kpoPN6=8%ZT=
zo1TQ^PHC@bcD#2FxlOxl350DE_emc@iXs?@NB9_-i24K(kSTLjG9*R_eJQA;2~J?*
z9dSHc)B}h5B<7<>iy+~N4+v4LWfg`qF^%Z!za}pvy$#VG9z&20T!P-l&kqQ`f;5%X
z$J}$-CJTFvD4AK)=G?>v%w)2_BH|||9qP1f4MTI#zA;ymB9H8G;~+pJWGmw=r;H#)
zhb_Tx;{=_ca*~{hvnA|G6$%;WqSO9}`}p~VtO|X1<R#QsR;!bhcyAmJ@Li{qlejVz
zq_Q(B(L)#!Ova2UE1pRBC?`ZVl6s9e81kq{A1%=-PGZ#q?gSo1wmqO)#Yqckg3F-G
zAl=_A0&wmTyibGa&x2tVB}NSd=Nkp+CqNKj=o+Eu!Ddl~DZpFo1~Sr41~lL8@E#Rn
zS;j)f?FPB>au8GzB(Z~$RFUX}-wuZ&{hsRdz4G-cd?d{81ng7?BE})~00?o!I3Zle
zs6wYY371d;RPhMM0zBKXEruy9P??(C`k^`F8gAmPM?x9yoee0C6VfO^P$HQFdAM<8
ztGhW#t(4JO@R>MxqK^rTE!=cjDv*S`&JHcM^2aoji4HF$jX%Ocad&<`?Sm#h_=5~2
zXIV%>nDK)&D7x3kE7@GFk7}HI_=~v1wv=DKYp`YUH9AKpo{y^@>Z6^H9`(E>G%79Q
z&z`Z8IjHP-ky*gMIkX3~(k{|z(V@`tfMIm{=ew#tlD5jVz~l;$oJJB4!C-p#6QVsc
z1PRBn8HMNwwm|NY6A06?_%~gv{gAwU7(>P-Ta4x%OFa+5O@$yBtq{psL@mulxK4yA
zWC|9PSaS@B!OLw!W7<&^@s=qkHgc~NbOU2Op3j&ZYaA|Im*FnjP_|-`!Kr3Tklvq5
zMMR*?l~f^y9HTIl3{v%8AX@;~pp@tQ&iegx7IA@T!J$HNftmLzL|ciFDh^}fBf>OT
zdd;F(7Ins6X^v&+WE07vg4z8rU&gRwKhFkjVPgD4VHW=6ixcta4i`2Pr$3|G*FqXM
z!8>K2Ar5HZiGRJNk0gy|NaD$`5>a2)R(~FwEgmx>H-u?=@6gvRltjM17_^?L(87E~
z8%a{rnIX@ZEGIJ<{__Z9Q@1TOEV-~kQ+bhBI5L!PR~Z9DzwfGr*=al@=`$>!%X$wk
z%;GHZ%iv7;hqmc0hC`B409=vX;FjT-gIL+_Y!y`Fa4yPJk{Yn==$TZLTOYC@XVP8C
z`D)lDz^F&44W!>xV!o&F_$XK6mu(<_BO&}v1tH_1J~ZeJ@F0oA`EL1U`*NQ|miJk;
zvP@Ln=3&G6yfko5*_zczH9H}TKNKIj7A7Nwg*L<k1pw|$C84Sk#+o}4)<g)FM6u7e
z!jY|`cySzdCU1!hm^9t>Ad@c%rb)t%8J4~&08n}6&VWB&lv^WrEg(-Z@ce}8`YL*X
zj0&|a%AOAKg4!!DYiuUh&9010--BO+W(y_IL#zyg-)-!O*bp@P6UGrvA1eDN^K;Hk
z5RDOPJ7gbj*fcADapa*Xbvl)KIG^cRItzA)gi)<FdukZa$V5IY#VFS}Wr^RG0fbQA
z*Ex_;JG%sRg6|G<-1Aubp{9v9u>7ZPGn##<QqQ^*H*wt1PW>gKkMO6Mw5{@s2~VU?
z@jTllmvWvo8?hgH!eK>dG5AC1wnUmSz&>IoihaXSHDOZ`RY&9c2vGrc+K*I_iA%bX
zpst!^_63<WI^PU@gyL6H^hnCCrZdU1bPkn6g3vDMLylMpuIdSG4kj{?nku+1Kvl7<
zU`{no^+yl<x}29xk*b@K-<r|Jm$I*Op>rv7r*pw`YI8Po;d5m8vBgUDg%48&mioHF
zm06%rO(g-DHpSzj4oziERuxB0SWRgaREA`Fb-EKR-h4-ct;F7%f{cQqf)bNta>H6_
zr^apK0qg;WsE(*U*(2EnSz*~r*{`x=$=nQFwApH{B{%vyI?M9Q;(U@i-`dr^>aWQ5
zu1AGN9n?A1Z8gBvRW;1$%hhkcXQ{RnUS%nk=uN*I(%twx(tjp;L3{yw;Sx{U8ve<8
zA43&mElIJ%zf<<T;Cm6ho?D!Ct#!%~+C0N|2<s?oO=~b~{l)?7dFu)5rn#^=uKDb_
z!a0{Yt?%brU3nWNqO&zKurohxlC4e_cndF;lcqQq5vO*o{EAzouCvUmu{FkYqYG2Y
zG|GO*E&wY<?T}8bRw7qISLRoS8r$4pi5Q6D6hS|%v-|iB_#ND0U6)(I*RfiWS{L06
z4;5yv7cmYr4v6NC=e)}&=TK%QXAH~z<=;BNtc+|>O>4T1!h86F17&oR+Nm$8HRSmP
z4{5~LrWRNi9P_vA`;hy{C`=1cDI%w_3ppeq2KfhH2fq#y#3<q3Wm;z3XGF+zr)P0`
zjnA3aeO(@(7_T1}RTH08R{MI$JUdq0XTD$#XI^9uGjW#5@U<<oB-4S_frF%hwKm;Y
z#l)$5n?_DT&O<JLk9y2~OiOb?Q$};FGEV2W&asY5MRX;K_GW$l>izO~Q(0{b-&g)+
zU+0D0)1>N^Z4fg^Y}I;|!M!=VJbT!_ZJo<Isw2E(sdMl(H8=`lHNSf+Ks>%M&NRfd
zY=>>AM2)fdo4k%dk?*K?Dgpz6-})K96>lhC3V$Q-%a-l&xJ#9LCtr#%m*>%!G6l6<
zh5AhDbdc$a9gad89`l&NivFvsn@dV7ck^wVPIFO<olDzZ)gJL_=gdnx%z$a@5PH03
zJWozl&O=VPkpG?Y#pu<_`TQ@tQ>KfJotLSh@$lpNv69ua!_57s6o;nVGLpsW!E+0L
z7ynNG$~THzGk5B?oEKMqn^xDy>BDMpK?rQ9EO<(Aac~B378ol?Do8t|&#1Q8S!h0_
zo~->;X2!#1%CeT82P;#0gcQi}YD0L4E(m&<?%euRg3LZP_mgNKw3&!hy!)6Mykm>C
z=!O_fDdK2wm8{a=DtCpIg}<cyNyK9#<I3V5xEAO@lprBR4tx8x*XFd#*&VH+O@$hn
z1gZwA@6^TA3sjx5@bbE8b3!ho;}RS!R0NdKUourK=_2VG>BQ@U%<Zz~GmpOL=B#k7
zes<qFL2yCbH=E=W)^cO^I7{S|)m2@2ZSYv5wMX)>B(~T9c?GuvHmEl+IzRYBbQ%7n
z(5CTBK1=Fk?qKPoG4++~no`oHB1DCX07c~h!_3ddeNwPe8hMVz-BoXU2t%_PvdnA4
zc;$S!7kQgl?=t!oRhbWS&iVXzo<*&i8@N%%GP4(xtD)X{P7;=fh0}gx-eardw0}xy
z{wbaRIlsB4a2RAMF<rR*bGsVn3xXHIs;s<RYRV0x3Cl_&uAZQS(<=Hk6;SSTS{UPc
zlf0GALLG^mPSLTfp-<|Kj@(z3<(azh+;AViyet)Frmn^{n};7P!z>>S^*^z>4Wwe7
zGu&h0FzBRcq?~JBX?}X1IUJiX^wUo1Ji4-8oEKP7UW{0Dt^BRm=8*l^y6uLtIH|qa
z9N3a?(ia`;!t<##L$lE(X@+{a_-q0#GZUn3t5d(XuDP}F<LGc6rU}npul97_{q^=(
z;Ms%ogmXow<@!{spxXW%etBNoR70&Xv$f6WuG$;@uEGEG)y?4jv;dywdJlNF-3^=x
z=>5{vYT9&sJA$|eTMm4EoO>+ag!G%8`#Du}ocE(=RQzYc$<&U+Z09LIp<nZ9#8YC}
zIb+wVyZW`I1jT~(9IvOmXGI%b%b~7|wu@f0*4XqpQP<|G^@^^q{?q*thAhpfq7Sc*
zkMlwD?p*g_%q+_4K4@Kt<9d9ep3Q<K7vY1)Yxqx+9}V@ZN;!9Yo1c5G#jYjpqKBAU
zK3ShQ9`ZgGj>Su{w0*K~-*zuL{5~|FYO}GZsDIby_bB-@mc-uK{?k#+N&7;|l-rZ$
zQRUg{^Qx~$-MQdX+0T-#Hn}aT&h5^Xm+vrPDAuoB4~8&p25s?okhiYSgm>5L;qBo{
zej`tN1`f;BH-_cJUj@G(yPVmaqMUU-dM@m2(0rlkgV^gTdjp-8P0XJA-Mw{~I_?{t
za~#&A_*eK;z4@F+Td}N!6@(MFk9+Ywf8TC=J@$22+id7k`21w)*(0#hHsP=MTEFLe
z|Kv^LEbMd7!(?zl_&=l3ze2A+F(C&BH_yM~#J>W*Kb7ynp^Uh=n6V4cjP$R-O_kK(
zzdHSgED75`X%fZvnDu`Ka;j2d|9c#lo$8^kwu~J<*}>B>g-%XNb%XyIj&w#q8Vgb-
zQYJtdJS>FT{UeklCK{clnR+*vR5-b*1SUdokjWz46{_-JkIF}hz4aIyxbsS`>y3<;
zA)U?TUrme47U#Z;tpMfcAjn=<ZLk2&d~M9L;~sr<jIsVZa9mU{WNonSEpu~7sr!%M
zbI%<@U%!@057ytFF$b8ntul5gQ@bp@`6rU|h*LrX;3ej{1^uXT_P~?X>Id-H-ylbC
zQs~&j*x0f2;R-6qclxVsZ%g(W+D6jTsCV=6b$;NrbLPafDQ{#@Z575q=If_Z{j@0b
zfdO`?%VYrd?r3Lc@3Z6qte9U7$A3}h+eWfWVB(!cUV#H(ll%GFospv-_$+e(p2Zfs
zQIL@`CdFur=~jCO!{(2d^=c0$Yz)bL3R@AL@{>0Wh;ghq0o4wv5@1w1c3&+MPb&#e
zPjwddEg!m;H;Mh!UWA4}KWSW2pG@Y6#^mU1+MZOfbYKH+DRnc6>N`_301bA~B70jE
zO6R12D=0w2M%FcPnC+)8{o9B%2+=1ewk}|~Hp~nMJWshn4x?RRe0N{R&Ym;{ig7*!
zQpjL&044T{ON!+_j*lZEr%jr@+@Zehbn{tFjPx;P<#yv-h8}3B93;bqL|V3m3I=K?
zFq^@L_|I?o<8sr$;Q3|SU|PBv0(?XHl$&K>h8=_e;uH{+_8&fj`yT6|vcV5`wp&&v
zR=dQre}4V-NP?grWxpjaO0Kqlix_X_OjW>$SGXBs+XIfC0OOhm&l$+f3eISRL>R!~
z2(dv52nmozg-C^9mIk*Hfvgi1UIM_2vMqtR2U|M=<^n%YK`I7uJ3{M2YIP$yA|M7x
ziNJ^T$gzTL1X{rcU7%tWh<;DN{)X~ZYyp)(7uHK$RGAkOVn94H0riW>!xVKXE`9L#
zd~s!=8wywaR#=1J$2^!RQcma>Fy9cgbnsbYq$L0-V7W$s5LT*p?B_>MtSlIu?$s^X
zW^7^Pre2&af(rm+s9|pstjI7d#I&R~EWzbRu>@^OFf=loMDlOoWfB<)$lnNBVx<$E
zb|Ij{^NrJSu?O*X!gXS{Of-!bOk`Q-(@oPg<#G18%~3f5AA*WZ=4*?!X(~Rr!*Qc!
z#xnJ58pRvw)uh!zEE%5&5F!tC<82c<`ZeR~v)gl3K{lZ*#<T?-_aSXjUwXFFZ(yDW
zq4c<1nD~%&!uu2Y6K}?o40h2Z!0AHT1fh_nl2Y1Is-xn={(^l8LF?sI2`p7|B@aXO
z>en}+tBqR{ZI>aWR!qW_38TbOrKJ1X5U4I=O>RIfMBPD_G{SEt<&3K%@=2+RGMChl
z3gycO<z!lFOeI-D39)5GKG_x#FA*>CB2}bP`#J6J>8;tiN*y14Wqnzsk~q??({@HG
zlgblqQjXKSsg#lz(>&4)nR96j$^2zsi=UgpReD5v)B+1@H1j358hV97Wh62RQcNOD
zGE5>(g15N_RH)j&1b%5kS1J=ZteK%IBEuJ(E%KUaZcu38UjeSL5=rrVdzwu;9JnDl
z=(vFcQUUe$X!i*B@b~IRRiS%XjqW*A@rq)SV%lQjuQ~TyCU+)RxvQ-{y|vS&JkZ<I
z`=pSkn5TfH#DAC9aG1xO&;D-rU1^Thn%dgfdfEDEp1C}BvSiXDXENK6^KJJz{HUfi
z@^kZ}_3yqTp`#@H4E#=fJbVrOG|oXTybSw{k&L~JUz|e?mbwUykh*)izZyTWrhGjc
zS2w4skLJs-tU4`Wnil@HUM^H=T3WAdQK(q|1H<48vmTFVlYWz$hnSKai#Cg4waR(E
zuu5)a?zb+fE<OLz?kUn0qiE60p3?lN{4V1h<H9XditmZ#)AWV9g#v@TrXZ)NOW_?o
z>YB)GnJ+T2BMNFua~tYLt&<Ith&KC{)STs9Z9@e$YdSg=k_&l!eS*V2g<hEt3<yHe
z+R@qA>)3{jr;KV$$BZO8bUIMlb`3{0k9{ls88!x{zC&TwJErwNir4oWE6bQR-MdbG
z1u_h3*0I|Z+a_<3Z^@sipV(l8!ac(~knfgU-D%rGeCN@Q54M_rT*mCc(0J3-&dQW*
zX6yW*`+@YM5CIYA0%wj1*Lm7$tC`R_k=cwn#?aF-e@<gHWk>h;aa>_B_LqCVUH|%$
z(DF<369bAIN}^QsP;yDqFZ@Y_PZ4R=T8UcKO<(Rz&aKZ&g!zRdg=2*=I^8?VeOc~}
zU%+47AJ?xJFMd5PJ}E)+LRP>Xz<-03gw%u)Mqr0ShjN4L>jCR&3nF2eF{IR=!v+_7
z7IzO7gyTXqz<PASWoG28pg!?x*6{T6^nheCk@zUy-zFVDJToj69g8i8?IAfLH6SrB
zr6A!gktQLRrp>5RzbhG|8$((wgiS(#<xT1CTy{6JE*HLYvJJm;#>}CgT7R<Q+_+aZ
zHd&Qm*rVe_PfS2Uw2Ar_iP2lOCtr1A*y6DVxtP=z{`BS7Aj7ZNOM`phb0TC~NL|SE
z$FzQfNK=_A87!F{a3#^kpKf)ASAn}_$qC7YbR1>VWfN8*4fhSRVpPUaH4FwELNxC_
zF=rvGc<ZRu{Fw$ufyi{CJgtk4d0TqitNd^27|KklU>$^d>$(jKDPZoX$~fBo&2Gl7
z{TR{6^~jSSmpPY*n?<MlYuIxS*O?7+W#~ec{%VV&he1#4*6+^acso)%>E(+t$+1`<
z!KQuG#+*u?N=>JcW&Qd7pjeBT%2o%{4?Set0b4BF({=OuO6%1$@=w#hO~$sPww0*X
zz8r7r_-Z|@kKcxzb`;$fJ$d|ehxJ%nKWx3${%WH0X?d#Zr$Oc3_*KDGQ=8UFr>3!<
zlM#wlyjgq$dud&VY_+x2e96(bqd@%ljQx%y@21o2m7&$eu1!1tS+H1$0T^LoOu}~m
z;X7rUcRzN(cx|hqZ}Pa{sI|+&-_ZZ#sq|&yq*SO>(NJ%^+q}TsB2Ot#GIww6m%-W{
zry+-zpTEVuG0G2>ISO0uA$iI8F1Ls7NzQW+1(&^|e7_&kyyV`3rgWop^B2|@B0=A{
zt-R&EHxC15vx$BXF@4B<^SOz+{hCofY9Tk7_ya2|lP}l9?@DYi^fEdUC!Al)Rk*cb
zcP6{4rfOp>Fs=I2Ws7s!YRA*FMq0T=6`z5CZ?<p8Y1m8b0&!bTs^N*B)nVhgUB{tg
z{Y&ajWn3qe@2^LLCzg%dR^Pq2w`>B4Xz0f?=1%XoPisPlz8f#oFl8v8K8%0neX)Eo
zJ=rOsfmfo>`Tn8uW&VEAysYEqByZ7ZvOdBhKCD@s<t^o*TB#3evTTw;vO)4ls#0n)
z<{@VNbM4K*#aK+*>`rJG-7DxWWx71q&*Q1X!epfX!e;vT>j&A5(oVj|g<HE{W(T{o
z9#-eYB~csYogZ!kU-F+!Z-x>NPn7PJQgUNIc=*6QUwKm7neT7jg<L=V2dDO5jD?+>
zjs0K#>K}6PKYZH1$;p5FwEyb#Z{&~dZ;0`~qCYov1qTdK#E$doi&~+dOFNf7`f!9I
zV#=-PF#TlkdR#MMQ{TEbe@&RH>CRAxk4sKYPC7i_##J4}g?v$t3^Z|HLAeR_n=<iI
z)+Lc{1}VvYyC+@%c<*6W9F>JI(VQxKh({~+`3XI@zcu1pb%8a?iiIZVnwRq>X^xJL
zAm~;$HF!2@e6G(lgPg?RrUl@?pGh;2P#KK^L49x)({cShOM(pQa8ORExX0tRQjYl_
zFb^S^gi&^m{I0#V&j#21>WR+oGTmUl&Q^@sjMJR(Sp*V^Ey^AEQxR5r&J{M?sz(os
z>7q;Bi{+dBP{H`@PUa%AmnvV<7xBOVW2Gw9I+(1a*R41ah_DY4??|^@D(vKevPSy3
zdwy6(40?-+Fqcv{Qlgxv5sXMY>Uw$(A*>g2UX{ZT&jU+Z$cam7V&3AT)LPB%qmmmN
zHblzcu(?X+Fh><Nda+qKMi;PYh&=ahS}kyYI|0qOzX4N0<!(-L2(@v7{po;s8R@KK
ze16(V&O)AIg7!Wlc9c#q)s&u{ja{)>THj0H<t}&I-KM9?7#~~3yNAsK84Qm9aMspQ
z4B?0#2Swp09}Zz~JwAqGQC-`j&bC*A;!|8^bS#Szu%QmqA;%3?)n_=2lMFVSl3Vm3
zpb;N8pTULmIl_+Cs?3j#z*C?-IRKx|WVS}E+FR9je$M6fH1V|4;XLLwtkWHbWa#|B
zrEPU<z%jD+(1aJU{GqwC<D0`=S4oo)yYp`x$4fAi|DeNv)b5YIa`ABeONH6~9pL@{
zfI_x^xZHn{Lbkv8-G8A%`2PzP{z2LQpu)dK{t^Gj68<AAWRbCZhm`LT-CtMnf37nB
zks<!W4c}4Z-`wyowD^AkLKbZ$6KkNU>t8K0c3h<F|CpVO9Xl!eA7=QD6lLr<NZJ1~
zS@`#RHd6L~P@{|;Cn@{iQ1o5Ge{bTiIsUbYe^?{?zfk30ob_K)S=8K2T>q;1Yd54U
zT2^N7)Sr|4J&u(IT3J}Sl5+C0zOUe&xH>yJ{GtEwuFh`njPl=j=|A7?pFZ!@mPHx(
z4r?7<-HdHXS=1DaU2I4>{#mb>m8;8ptGI)mql5i>UwGdCJuW`UhS4YZ_3}3FpV_gp
zpGKW6V===yVR>uIankP%9FocCe-9tV>r83NGEWEN?o4(f*@$iJZgao`AuVfq5YIg?
z-`0d2vBl774k;l8e{>AXw0fVloUdPZz6ZwFM_PUeca_-~zxT2Zst?4dME)wIHIN0J
zkfw$&qYkedjk)C*ntSJl2DoxK^k9D%V=6#vP%Y`Hl!~E=Zwn`*2(jq@+s1@xZbTRh
zLs$6UvsOTgXtAcIQ`6dprZCyX$_D%?Nq|r$8u-?~MgQc7Q(kIS1T_HvmZJ!c3Cf~9
zfKLIumw;nR5#wY2<(bqn$kO-1``*{NAdf*E{7<QRpQ!TKOir&DJ@38zeD6CJ8C0bV
z_op=fnW!p>$?og_ztE@>8Pbr{!#s3c3G}?0-<-WMm#>fvg_^XcK`GN?DQJFI7XYAH
z1Uvqw@<rSwfhlH|aOf#*a|E*xR4+dvd4fR=dO-}>i#A{o*3<H*Ybg7QA#tsAt7)RE
zcOJX5#OH=wLEC&+fleK26o^14OR#w9%mQ@B5=dIxb-L3;H^wOxA3gd_sI>=a59Xv$
z=A`h?avsddwuar{j*&h%OVX|?MpJlu7%)M^Z6b9-yh8j1%2{e^_HzWfh_P<1kL?*(
z>r^vJ?00ztpJs@r+`zUHsbp64=)t4|dQ&%`v8hB3nw0D86c%3lqt@6fTU$Y()=q4O
z<)fL9tCNe~hU$70XxajRNDU4uH&pciccnjGtfbgXVUjwZLReVNASf<uUov>Qlw+G>
z!5e>NB}SozYcKN}BW+X+N7|!%7{G;_)wDtV5-HnV|NboGq>hc?0veQoX$%wtDGx)j
zOzTG3`FNkr>+@?Trsk%nX6C2hDc!jn@P7}Q#2#7dEQGZeD$DlBYa(szRfh}`bdVDr
zouRV4E{)5zVzhCj+gaL7;T^lSem3a%R5GMG$@qK90g3;`Nx7-EqqvH@SR0%R7Y2MI
zP~U>{sOOhrS3bI9;`?`NK)IB-${5q|sV@6%WDRBNH)jKZYgp^!XVmyT;$UI14*=zo
zS@Ac>@ScscK@hdCcw#Yq73WJ^);&N1(x_Rv6{0u{0EA?_M&{-UXjuB0nZ<iSSX0@@
zrah?p9KCbo$`2sP8afJ8g^FW0Y@I+ER`5V=u}ynCnG9~@ab_VuZGn*u=v{zd8D({k
zEHXSO`TC@bIK`f6H(PD^V8*HBi0beHV5xz-#lLyX%Bb_Dx^k#Pc^vJ-mIn2VNZ7XX
z3LraO1O<-J+qt#n<H1)-3}*Pk5f^GrgoR-s+3}9{r~(tntvg-Yss*#UQpem$@s+@|
z^Yi<}$-><`K4Qa%;;mz>-SNcWBonW={IMs##a@ih+tm^J^eCZTAfj)3QXkZC(Tmb7
z+leHh+gZ8hj*e0^2Bsy@mpmb`RD{_F2cT_O*Nj~T^h~3QvIjLwD~eAMTND!zIvziY
z3+P*279Fyh<n<JB2V-|@1MrNogl7zvaM6(8CirWpKCo4=x_SF;^DKuO-5Ci6%$!C8
zm509`z#cs0I2u@zNCv(?BB>q;%p*)d>cba1y6^fTUuw~`{R>I1XcqRnE!!=jZv%Ib
zm}-XVxIc-9g80=8GBm%^RF1REtGnUqiHwmEG&F++>t`bmOYHED)?S^=<9UmyI8a-H
zfe@%gnm))PeYV9^w>jvZGFsg4FDbh^J~|SJWnz_e<pK5K$DHM(c>++<fIgYNusOWS
zX+=DR$M95UD?idx0HLSp9XD%{^^c#%Wr5>@m!Q~(ArajUmv3AUg>;?-h=bV8OEFBO
zdKTgc3r@84r$qO#yS?=b>r+vAp@?p5Yj!a(NMzQw$@s4(MEFm?bYQl}X3CGP+qCsy
z#=Cg2YsKoJjXTPyAak1U>kyZ!mYX*_?_s_lI5!~~)M~w-U$?Thn6^p>QC++^yf<mA
z)Aa)T5ltf5!AuP*o20OSO17kKBv}@l!_#Q~8c?mlCPa(lFCvQ$x2ZCYd8+pVU_9iC
zu)^l(D9>m|C8!2Ii`3f{A?p_-nFt$q7~3~xwU&C)uOVO*N9mDuc~Q(rt@VcQLJI*o
zK8k?=?7Z$Lu8rdS${wpdrd7Psh<iZ>cN;(Og7y_8g@8&q85<lyqSf?y6}(mO8w=`>
zmHAlywa6G?_+}IgjI8b#wc7Qp7|zhwTqlTmchgslw5`ft$b=#i8xK^kgDeK>uJ920
z8j(Uz9c4CzhJYujww+j?3Ibtq$<i2lw@RbvQzJAUYLxJAB&oloB4vc?^3KSNu_e_T
zIMQ==ZuvFZgckBNuiM*7+7B!QeT4kb&0nhx{{jCyPdaowA8yEg&Ql;U5SL2CSRkg?
z<1k+oK&jo+1=0OD>|Qy-kE%vFqM6nsDYK?Ab(fG2KtkOmtG;z7v#hWir){;hhf11W
zSc;o6{Wk5JNfe&|-A=)nU@!iRyBiZ<Gv19C9vv+w!n=0<%~UwUH!`=G#mYTQPO86#
zN6}c|Bu(T3xn^1+5%)<MxM+4Jl^XaR1PzjEK1qC*I2b+jHjVxIBbP<RH4{lvu(HPT
z_-Hpp;z<@$0R9W=E+7!5h-1rzG6WILKEfXm<-}x!D<#i@U6D{8%u>smESX&0&N7--
zqjk|1#Lav1{*ofPl_NERG5Ug}Drxd8Hn5VFtE{XBrbpE-SXr@}?FPpdY4igk93+Bi
zply(W7z<n89gOI15P|O=2JH)x<-|I@TRPUC;sr~&sz)wG2M2jWE^lJGF<to(nIB4r
z7HV~mjzIh3yD?o|XNrazbpJ`4ru)-3@2O!Ju<$S%P6^{<I4#ixVIx~H0WqiE2`@Nh
zAeu1zB=WNW<#Ouw`w;?g%Rj#TFr5Aq9x}fNZwNEdh+-|_3K6z`y1mjM)=s;XAaOlr
z_|v}J?UVb0`9{z^j9Vo(=;pVV)J5}6DtjVI&>BGlno`31o1R7=itG^;Y4zkNrsIKY
zuZ9+cpOKgZ1=}3K+Mu(FP6|nly3fdcZ)qwT9C0O~jW3U3<N&PPZ(Hk|a=!dd-hV1;
z3LW-G!6{x8!*Ccy(BMcEEJdx$^WlE5MCq(j-s~DaRbudCMt6&IfYbvS1ZEsmR{Y7q
z;8)RnX;5c+`@U!=x)jtBJ-{Mka$cC-$1Hayx*pEP5<SUvub$53uoeu_g;rYVcczni
zeN6DwQVyfox}37wLQc}c&aplbiDSAcV3R9R`MeE{>$dodxaS&Elsd<02>I>l9ySGH
z-ZuQ97kGj!yNZ_HDn#qj1R)goBdKCkXnyX@Y&~5?_B-0!K@Sj^6zw*)mpF`5%%R51
zDk*4z1HZb}jy+{ne+xzYi6kA=_i2gz7LYW3!kn68dy@B!XaEIaDYTVf<x*Nglp7zB
zJF9U1)dbeOqo{@pBf|TGBsB0GX{nxC8rwJx4-8w7<e{p%Zu=)P#}Q$L5^oe3*O8(^
zxbi1T9TxMkpUrpJMUoIb?{5)-@h1EIvw*3Dym29SH;9LOIkPs@B)D8I4I3#U-HA$)
z=KkiXB3&*u-U!JczDna2t_8@o^j=L7<CS&w{Tz`I<~JfR(TCcY%$Q9BNGUim>$|jJ
zC1r@-bSK!Lri<kKR;VxjWo&`Jq%RvLXl=t!qXMd0Y6HU;9?#+7>0^GO=$Yp*N~jlZ
zEah2P4^IJOqycFJKkDK++)Xz)@!_~_`%-fy&1$_dLD&P^aV&diWTBU@`8{B5Zy4&1
z5j3{>3%x91htLUNvf|c5u;wFH<XTW})7Re_SS@M=&Xj0M#o8=X-j(I=(OYB#QqP^)
zIG#68d20}&vY*T$i+ys*>qM&^=2RNp$E|+%r`I%n<Tk8J!N*u*lZNu$R$fA0rBeF{
zwKw!o<;SFr{e$BSp;0NZH=uQsb@P3Ud|Bh#2>CrE8SUnNKgC4gmHQHOwK!^V4H4)#
zrIALPc#D9Oi}#Im(uCrKa7{pC#d_{*{)h>o|KJ>a3>;G!^tcq_Ou;Y#*9P+HePeDD
zCaBM)_9xL;JQDAH?0FO(*<PfmvVC}~dnsKks~n^r`L6Sv{3niLUb?xF?IP%UiP8qH
z^rUq|(b-YR=wKpeME(}A(8?rmS4R&WPwB(jz09;n-v<Y5kg+(ZuX&Ji6=SSkB?v|1
zDFnZzAv=*4Y|wLcDlP-p7D-Z<!`SR1wbxyGw8acUM>~Rkz+<3dPXIzpHtq^eA^^#_
zj1f}}kk`-INEY)^41U$(0^4nabs8e5s_b%sD%iC&O~D&Q*4U=HKV+HM$q*Phwl9Q-
z`euM?3lax%vT{Q%S2@(}@Du17H)6Oi%`8ZkLgFJLMYJ0XeB20A*{NiOP_yjLxQ*&v
zP{%*hn~Z?_vC*_!*#%{q<3#+s6Ez$FMcv7W;bNdd&<hJJ{J9=>iJjP#erSuvkq^N|
z?b*r}*t_5xut%I>d#2qz?H0Y+%G1ngEZvxTgIeF1YE`Zq8zG(ty~>7TY=boCInfh>
zoGy#b7TECflr;uuuY9eYUqcjzK#77tCwH;g?t0ixBmR9R$V}XGNGw^!?<xWdkImDf
zpHpLDkm$t^Q5KM@C!ejarWMV~s#|D|JIIbQ=-g3Iv-feU6Uz!0x6Sr}aubU~{JU!K
zH}PI>XzSDBXUJW4<wkcz^!Z!5zI4DIcb#^70DaSK-lXqNN0$~R=q!z|z*>CHN^Y}#
z(f^vgv|03u%t#Iq6h6k@YBhz!)XpId4y$0r%{jL)&y*6*TmpsrG{TLz^SM-9Z3%fy
z0*+a5m*eagSU6e~D$lnG>_DNK;l24}59Q!f(z&ID$HC!hWqUMeP&sLeu6;O=_gauP
zlu1bx4um&CB)4&NeS*}p?0uh%grY2YKiX#`V#&@q1-r`DtJJ2Lq-{UeIM2#MMyyxk
zox)93`X}7+wdfVl%&7744w$@uLnxERuUo<)w?&h9kQvP3Hcc{sNU#?yrVOZo{D$q9
zNf4f8zs7OaSq>FCV|gkVTG>|3*luclS=UV`x6#7#O?PxiV4q^Oh4~jN{F3VVQu=m@
z0ZsIQO}AzNeRq2TC-nGwaK>hRSntC6B2;AS{1>X~7og4*X7fl`2oqg7t_ovuKCF9>
z1)}|$B`f~T=VXD~Us?pq>mI@%$YZxZsVud=Z9}IK{`Py+ePbHCPtF6gW#bap*ZGWs
zB$2nlmWghJLAV0?MN=@xWKVFnxpWf&diOhQ^n}6R;Lo*xypoPES9e8&$5$YXl6>YS
zT-wBz1x0H-ltzhQxDDlXj=m*3d6Rl;>1Z^F)WxP2qj~Pa=clSIwf-(3?FHR0UDc#~
zLWu~fyJbg+N9Qb!3V8NNW-a2@d)>v$)MHPgnkPtQ=tb+<ULeqe#g2VM{xcH2&q(j<
z{?jGn`7e7|W+~d<DHZ<Vd5H_N#NxVG=;alkNa9RaE&&^E>U^X#b&^9x{G@IRpB5Ja
zcs&o<%n2e47O(4SZPX-IGY!ZYo{tpjmgRbg3hMP-rU);V)L`1^3Fe;P7!e%A=WLG`
z@+ZWd3ToVrv1H=mnT7UWcIP_-lf=LGi-(aXbQ<4cyuZ;kENN{gmc%|}$N)TGw`<25
ztj&0ue-G{l;;)dv>)owG$O8vnN<)7Bwn%&{rt%R(lQ$|iHkKO;o868Qmj<|PDbs^-
zL#jswBaQkt@dzy_zq>weo9n}#LvfE%zI6w81>N^=P*{T~heRBKOw+b>w&5bNUyFI5
zKajgMwbk1BZlICSDNtQkSRjQ~5*Q<#Ye#LCIDCH5zzl)Iugl-Na>g?i%lf{8Z!L)%
zyzBZi*%&n7N?cnM1*Q7!%e18)$~M!VaRhPfAh`|S?q6SzgQMdwa)&~`7K#?y7b3Ic
z$99W@v#z>xHkg&kEk}~ly)QvX8vHDnX`hHeILO3MZsXoY8fcv$m^GO%<2xXxKvh|N
z5RkzG?ICKw+YYH=dIqgSn@bR5zrziuJh7lqK)u0cbx_du4v3V3gaR$r-o0%E%2kf}
zB4sU0&R*P*5{MFcUo(6BIdQN4@m5h|8){T7U$YKVu<2ap$Jk;24lP)A{IHDAF*hOI
z+&U@28H$_+i(pqVJqAB1#GUVWTAbv}=A`yTS*G9fBn9QmYA7wH-!Z$m>TzBaF>BtU
z6Sn&VCt$y!D%h5NQ8W>Tu033$+d+b@{}PH_T!X=*Twhu8e&#PI)JRMf(gR1r<C$Bv
zFe%}XMq~Hzq5u=v5?SuplpZ`FHI5+D3p^X|S}?fE_eha5eq5n&RldIND)D`A8pH<M
zxWMgprSRlBZk7itttrps4mijY@0nTvnI+6qh|p#&@7Hkv<c0F!I(a$0{&4bJK?c*j
zt&jw`VE(T;^B50CZsqpbr*m?330P*i-Li%4JZbQ&r10wTi1*_T-|OQmFDv&UbD=zV
z024S=G?#`aO@WM=Vyr#`|94Y6)rkeRmgOd#cGIFE@B&SyR<(xlbF3u{<;1}%Y}CPE
zBjSrx#e3e-?t`e=9)%e*%Zjq{f!%$upzYqO%v5_@YA|>`j=<(!3Zrt_TZ8K#y_*rw
z3qOGSUb{F^BK*P1dUGg~$~Yt?(}wCzzi0xX-?Jw?(6r>K*JG-#BX&xBAC%u+jI-v6
z-7PY#k+FTjxbLtLukdty)@kO^0g#^j$jS7qzbIl~okQt)A6GaJ5G%uqHSpSug9}n2
zJz_2c^&34u!s|twpxw)P4qff|d}>*L5>+v}O3ix?ezpT0!1)kH7qxYcMM{-2eHV`x
zW}o744u!lRzLC&8LHDBlod_qG<>ffPjYen76eTgt66wJRY`YUD&&Bb>&+6czb%{5q
zk+5Jjw9X@kX9*i`r+NNFd1!8`1AdXXC3N7QUKhB}#XBlVM%H~B*sJN7n8736Zo0+L
z@k*(CHMmYoO#Cf|bJM)^iA)<W7Vx`0!<iprSzD6!%>~BR8-JDi7fIpu&XT}_ev{Cj
zOy24u`(>Q(ZSkT(0Z{IfBPk}>X^ofJ>TT+98^KE1a_R?{!IM--P=2TtXXN-Egb%Gk
z<ndp*M6Jr2jan)f;_JuY;q&V|G5Y(|JhoGmaeLUE2Zsf)<U+i9Kt9b6LvUMkoz*k)
zcQ^fz7k|SIUN3EoWTUn{IGW~l=9oC~t;z^;Z3XKNxFWQ)slJk-iEk%Yxgai+SA|T~
zzlzq=n~XY{Cu2sOC?;WSBg?V1xJ5K35CIE$KIDJ$QbT)j@R;|^>)m1cP0JRr#7)^g
z8^!sI)y~#N6=<h##h+a*dM`S$YH#Fj`A2DBpA$WY+@ZYJX|B93OGKyG>Tda=^*+k=
ze!1Xlq(m&5i>2*e&^xLGO#8A@kSbqTLS@gcQMl@gVZrMK9$MednYNqKb(S06Jw{tz
z+W4DT^f^5r!7vo2(>XUBX^L|QlBN#QWur_dQ3c3JibUNDnRZmw=Cs5q@cR}jZsyGv
z-ax&QQ?#j6bMSgO!P&lhcR12bJK4jHJT1#YN*{C+-$O2&b8&S|MkU>=EsB8Cy3k2d
ztHr7{w))OmHaLNTD5{8~vchE~3h{wcZ|a3(eB9PL%lTs@XafUN1E7nYOf+}3LDI5H
z<w0rc4$H!2(Wl9&CA<yvCF+!4%1aqY1;)?P#>cu_7AMF*1iC$k&afW*uAmWCSuNrY
zP$(QfyC!u8n)C4Xk!ziebvV_umRI48(jQpQS!G%?=r%x|X2k5w&nUX-rtue*<IB;f
z?#!Fiv69S3o^s($IcFbI2HLTQR$@`jeq}qj=)?peN829|;hk&S8f}}O(^Oxz8t!(@
zvwY*6-cp8iZpIotcuziUkNWV-#c?pAyKV-$0!<{0@L2I(8<84Qm{!PX%NY&Sv|F7m
zQ?|!;=GooJj<sIh%aUT<@P$m39H;1KVDvPYIrTEC1a6ew5R&L@4Lr%T&(q&-0o5=P
z8}Tn)-OUcc@H<{V!b~f*N&z74&g1I}ZL>}SLZV1y6ysJ3hQL7AQx0TKT-VmYR%=`^
zT`nD>`8vP#`Q)n9=~2}?c&k7|%l3)JfdJ5k%9tP*g*Jg`-~GGcAcQKln=)9i<-@+U
z@=2qiC3j5LDnrgHI+wK#5tL?*iw;cYlt52eOKNS;n|!*Cb>mWKEUIbiU0W%`c1Z<W
zpcc8OBk5OFtJ2lOX|kEYdkQX`R0Cf%ofF;1PMLT0T+uG6X(S`G@F(A>y(0-iGQPYK
z2+m)C-@*xVK4w~P6h4QgkDVenLf#o3jWf5T`c%39S%?uL=FHm6by2vLSWAw7URgis
zDYojzlpCtsyopd$fWQ$oMU9ZEq<9x0%Bz$6J<9gGU-y%|W5#Iz?C08xFv}+L67$0W
zTXKWjOjvg#VQEZn3=P%FcXw)c>3|w}hFz!N4c?e=);;=G(Py2S=G%M?!+0Y`&qno$
zm2FK0<N_$|bu3F@yDoJrgVIhnX%;)TUO7UtSqMXou~D49VK+9O*(H#(?A`MZrtC(O
z|B3Z}ewspHaC?66;<5#G_RKD$b1H_CI|_Y7OmA`>Dt<0pk5zAJjI|L{|AE{s;s(%q
z>eaubYS2Uiht_T|?_->*ZZ3A!_<C5yoPR8GF`Cax;Tp)b%8&f65o1VrO4|7umE~37
zmvMI2caP!2$7G3b(B}!x7UF2~ZL-OF@<)q5wC#!T;tQoSxfWG)vd|Gk47UL`Fd}CG
zXpi*UklK0-V;a=sShd<07Lhuc0d%@(aT1(LLnl?5jSH{lb`GRxrD4n1!tAR`7-L;x
z^`R+r8Q2AQH_Q(F5o_&=#>e!55TKMYWlJ!<b18|jJAX9r%*yO*!Ic97o0j!j=DUmZ
ztj@q$^%jq}Vg_Cb_429>?UGR6MleYLwNqZ6MiNqKFJ|{qxmB?~kr@Uqc7rZB%Q#4+
zQrukc{T~`ZsoLLaepA9N0W#D+j8FuPVWf?BZXO#a-qrI!%7_I!-wKdK8Ld!-P#KXA
z6S^&5hApt=t=)nxP+}om0@m96r$w^rtm*5Z)BC{&VY`{FURodsm%BCMMUP3Jm~23m
z<`baQc`X827NgbmrOpo0$n1%%;^WUD>tC!v#rNpWLM}><KZJ8Ho4kY`DRO1H`U%bC
zvG7H6*_G|nhCM1rRyK`4j#t(%-*8Kw)x3VhmE+X@!YHCzn{HXY1F`wi_8n#iQ~$SR
zfi4eSw{0doM4jn02+@{cWx-UJ@Q^uUj`XD2rI`y}FI>XHMru$18^?3k`<%uPe2LlX
zjZ9q{l^(O_ruiom`sf#RKHK$yX|oopU%l+9wR%VRHVk@=UKLJ_ELb-0`R`x!r3+4@
zbW5pP0KIhKBcdpf#GJN;`0?U0%wb4;@ea^)@%`u^_t(*u)+u<yHgxbDB1U_FmUp)0
z&LVpX<2On#&lrbVHVcp&KD(PRp4Vl%P3>V+s}BV-_Cl<1=}Z~v1Osp!_rg2@V*uCm
zEabD&)T7HuvU<C=S}%qDSKt+^U}AWC;sLb%pQM^x$hhZ_s!wonuTiuzWY;-%m^vk&
z4pxuu2Nfpcd{=Kz<CVz4+eC+!Q2OXmCdrU=^23x!n^Od9ssjj9q2R!?Bgr&=tUwIp
zbh}u7)B1cgvLL_V3bZ*-;HmJpO%%HK>=~KF?l5$7-xzvYyG!om&WB6CkC-)gUGEtc
zePhXkb3MvuQVD#l{SBggKH$d`2~03+aMl4Z+#&26?L4<}u!Y?~u_(&qnwmXuR>n?b
z#CvoW-dJer;Rz+QPJO&-|0K_lBuhq*_vj8v>jOEhjgs>1r(7KWv+JA24J88t$_=z+
z21nW;t0uHm!0eho``ymOH1CWckkOnVQ8~a7{L72ANeq$R=L$IUCq+UfLd*LK2_Qhx
zj=&$FSK2t=*eD0gj~L?a&^UNxedjouo?Bymc;`!7ZX5BhA95|KuD$l$<?n~X$UnmS
zSG?x;e;x%5rqW9#uz{tA!iUM~(25P4q<*gpCSjJYNT_Y>KMk_;&CG{`W3gSs39T%7
zXLFjKfL<en^QGb<X^RW5ZTgTE_7>9!r30A4Xif0s#B{$VeZANqIAVKw(sYR#QExZs
zMqETqONFjO^%7FiK4ucU?M~J`-_IJC;BZXl$8_HYN=s_6h<*D7KtAl-s5Ok&xe@B@
zU@k)yZn%Sx$*sUXd!dE&?p<**$GOs3kxZ_h6QkHTKXJ<LbUU;!#%ar`$<MOiW;vU+
zJ8HSnD}9xWZ4}t!{8{1=ndP*vZaajP3?@RzE3$vJDnr&QvJXNYf;y<Kat4u6qU8bR
zND-W@bBj&ZE($TwnBPHEfTd#c?sNsapEfe2p=h_s!|$wcYMFRqaG2HaTMd@(eT4_3
zOZ+6lhu>ajlIP(c!Ps(JcrklUBqAf_Y3I~U=wT+mVt#2Pz(unXVY9I&|Jf85#p&Eu
zOlgWh(cmzm^wEkpLzwyoz(Zi~?(;t3y)Npx_VXL+W#}><>yx(f(QV$EHqVmnNMv_<
zjXZIyDqb)l42rai(JAy}@n9=GDg+QdPD^gkoioi&XyK|l-55sH>3ITV`=~vZCQXtQ
zs=5R(*qzO)pu7a{!xZ6RyMsPg6KWp40^8$N8>A&svu=Tlfi3GHQri>rOWL)Oh<bO%
z5KqpugV-Hn+-PY)o>U+;*qkXiIo=szhkHNHYy#9?Ma_<{n=qXa7!&50F>T~s(|oP<
z?$s4dyxXGh3r#N<bmr+7kJq>rLwhxw78hfR9#D^jbAhq;%;+PguDpw5yW~u6&QD&u
zdsM3%`@VELy@m%tgh=tq0RjaB10r-c2usOej3`>3j1b-Y8Z6l_zNfV0!EzYbU6)$9
zB~`%h<o61&DlHV4#uqw}w5V{Pdi8Qi-LILkO%-A`mh&R{3dS6mrDDgs!O-S<P)hYo
zh#<SceR2gV0yDXC@+D(6BEg7|m#|(<Wv{x8+KP4I$xZNJCPuh3L<v>_v@e>sPLhaU
zBJ+;Avwo^Zi~8@#4}*bQ#xF|iAXFwL<hR|)0D$DI>y#w*Op#CMTG&&hdi7{*CnR*X
zq3w_taajFO#JbTYhQciCQOzt(;pB*(aTq(N#qEW(c2UFSe#EU2t%&e>zQ($c$x8X~
zl{Mx_gSKN1uS2iREQjES-1v7?y9e$o<f6t5yL$mWAi?Q3Z-;6az-lf>KCG2Jk_4^~
z^UqVkk=y3F8;q*h_W2%HKoLkhNfArem~9MX9{z3sNN>XD5%I1x@0|t7!!F<RB4mHO
zEWc{j$X0pUUY5slaztg`P(kwe5~dkX92qumMLu%|7lmR7+A&CvS}e5uSyhBeh6)n*
z_lFa!kZX35pJKZ%I29&H7<!sOUS|q1DBx~;dF=5d=!K+)wUyn~Rze?iN?g$0TrKF+
zBG?X!D^ntOU52D6M(;jhf;}skZ`IG6{j|k>B^nk30*a&IH}a!Lv1Y}4uHNk~J*V_)
z)*Q#Fa_D%YsUBZXW+n(j@40_{gS=Chz`epWlJC}6FJ0X<x3!)#&G{%g4vIMhgm$Vx
zBxE4#M=cA>1>sAetJ^kI&aZ&v;qXme6crxGiy@JaBrYn3-WgrOx9v8tcGFO&K&MUi
zjoLJa>sEhWakTNrnBm)$QA?J?TOueKgI?Y-Z3?C^?j#&Z1sJUxr8Jc^Oqt<E1IobP
zagD^xWBt2Ca{}hv@L?|$p_N8y0he)950!@fo<jh=5b_h9osI9X5IH-56L=uzD>UnM
zvIL`X>M)NQ4++Dhv)_>mcV~GRzLi0kX7mlU1bPhjC;6rCuy*giKd{t*>>1=jX@Z?J
zRav^ioSVu71ASND1n#_h`-Zf=iXNI0KR?5E_bRrj6W5C1gG8`9)zR?25Wjd0o}Jg-
z`eqPktKu#Krxy7*!$}3kbv(4~ppGh3DJs2<8Gt4Khox_Di0uFV&Ne33RvR~SH{0Ac
z+s0<ww%ul9CR>|rZnn*5KHuN-4|JP1&OPU)`*rRp0mgO^BY3%8O?2)gn!n3ASMuMN
zkr)OVby}Mooc!a9Xty(<Ab2BzQ%>AZ9c+9B2w%>PJO;cqk7$lr>tVx2=@T;-5|cP@
zoCpVDt8WUq-fiTyvdqGpm9334=#t9pMXs5+I8mrf8R!k}WbvdSQiGEZwB)2iTQ?Zf
zZ6n;O+SD2~0Bt%1;?x7=%-`LIdvBNS^oma}(!g(U7Pc@q1}}Rh&!#D-tJsaR`=_`S
zM8d>%O<c$##9iwyhO@Eg4e@>Hd~5san+}QJGSH3m>~Cu;A<B{qMsk2j8WPJdE~x2)
za6r|S9%vaYJj?~x#`5z_6rGTOrQ)d#L?V&Og5t6g{9}|c9A)>S>(sERw2-N^P>+%R
z_ty!TzV$1djR#rqYb@O>?mBi5p7e<j)`lSHJcwe;UpjqaU3@N0`-~l1@f)(B4!&Q3
znul=FSyd{i9vR=dBv6Fewu;i%_Dh<%2~-lvV#P>+qd2AI#NP2_oXutp*aUy?>7$ax
z)m=|tF3)JGEPGNpd$lajz|--={L@i<p3f3LT6WrnaZ~V4R{g*K0UvR!kA);?t1SdU
z<SN5~*W2VOxmW){VY!d*8{Lmt?JP)sKsrzXg4#E~xb{hqd3mwFr;=N!wD1p*NtFl+
z?~2Aqn${e;he3yzwljzGMul@0oA6mW<}F$xRy}JBI69^U>sdp~|Db6$4yB2|>0hQQ
zoE~65l@tYjcE(trdJiw?j%tYa;l_3oJre4{2lFTXWoY^Ew4cTvV6?x_(b&s+4*s-0
z^(lT)IcKsx631$mkcUHtaK}_S5h^fQU8Myny$dzsYpR}fG+YiKR@R7_!f#|vUJ}?O
zNeS;_s1wN?txt=rUlaYO1J~^A_5ch_DnX&s{%CVwB=gDbKq5fhRMf}*4~W~iB+X(B
zY)_@5&|bhwH-GL`^VDIS+1<imMU-P<tZE;&WT~#^hSiJ5!I)S3Ig%c=prdVdeh$qI
z*AvxD%9p?{gWaRO&Ly(()<hxz23+?ksjSy9)a}FBD84vdW{z)wm-uCALO@afko{P_
z7dC92T^M>^t3?oWaCW&spWkyuJpYbuvi6tScn)xKI`gG+?#8NBl+m^ptKIb90vXXP
zzOXKdJ0O~>pd5r#FljdD&=cB|=^1Zqr1~AEb^AP_&;99V`TOGPwCms_c!HP3wKp8w
z!*qCJN)2XW{+^uMM#2Si`McRu@TJI<jF0$d0x?W&#%T(C58&cpeuvUsy2-MFgav}t
z;MH8K9z!fx8HIBsztZ$jQ)+h?)4CGJ_;_(t@pNvAkbR2Fgv}3D|0PpiP`MOhR-1mh
z8S-%Oa2MgEB4tk4HOMg@7lA9-b6m~LG!63SNlj|*0xbry)Vrx2e!)69t<4YRWniEO
z#`eo613#SaW^H_-YU<U-qrmMa+T}9IRV*V??umW^F$HpCrTj2gs3X*phM~uf2ddvP
zn?Qq^EoLPNYA7Q)W0ha}jM-7|njWmJnqw<}>7(5B^T8P)MMFQ`gw}QCXZpNGs^e<>
zj8{cjb9=rlB{bhN2HaY7e$A=?C0FjBOqZkt11z0}l9E*{Yc80^MKEkyM4*i1F1KrV
zz8oX@*zkX<l4zStN_6#9()Rq2O78bSEyo@AeZREMx0#^AV(g2jZ2@JQr{TQHpMY>>
zrTKj~wg6iX@llTtIPFC?gTbjj6m8=iIC2SZtO1_+#0xEt%j2EGd1&Mk&n>UH7G5#M
zO={2e;<58W8o$pZze#sz*S81T&W&e54zs`qGd_YhOx<(CcCB<rgO6nK$IYWwU6OT=
zM*HxragJ@kX_-pzVPXLtKK7*5Ugqe$_zlYmwNo?%+8G#gtDT16w)YrtTY2>a9*3LS
z)}}iDlJ#60`?!7CAmjhoE#9^BdW2L~k+@qa2~@;QKrUwDjw%pD&|#)i6p2UIzr?>i
ziJ6C^gK8VkUS+UUzJowIpFW|$8N|LH-JI-D#H;EMzMJOfj(hZFcGyTeZLZmBaM>_Z
zXWX*iY;jfjyQ7%<F;=M_b&+?y++O!f-)00fq5US)*5>&UdCJ#bX{G~wz$|Y^b+J-w
zt?u6n)xynM9Ii}fxk$oZa9nTpjg&f}ZcKwfvj?}-wMSR0oQi-<mDKP7$c|W-UlEG)
z<`kjcAM8sW@23(B$hoaGKpAi4JRccG-Ly`0dn={|`-~5%ehd+h5%9$hWf?O2w4lPw
znzqbZA>8heiUROh|LNopk=?rLlyUx~-{K_HbrqFV_E8bmHO`eydnw^F_DU!Ke&OM}
zQ!g|p`vhwiv<5Xr;i_5|r{^^(PtWNzZeD&my8u54V>X@It<G`ae3*yC?4|N+IGaxH
zhjux=7qn*4#z8bzd%~j@g0S*V4$r4F0VpBWops`?ltz8OYai-rGC-qEPK<-}BQ<Up
zc*0<e;YpR8{o<vd6@RpUgpeSy6?8x>gi&?sj=U`57dsLq>d52=Par|8C%(o(Q0CG@
z-%RT{y*`kf7QpOvr0#gOSs`=EuiWCb5t<i%q5ZkvwuoIkXxdP<o@~S5ai-tE^tAOc
zbc;OeuTy^Z*S3)6P)=vrtKqNKl(f2Wmv&r@-P4ViGw`oUJ5P8SG_kf>cVFSAa*;(<
z_0hD+O&mUX492pNni7(>7vlES0}jYF0?p($G0gVwW?VAy&E#f@%rU=SM$3ZR!<P65
z_J#W;`HW}Yp;!C-d5WbFSu%WZf?p<S5K<V^4r8Xc(!j|b{!^OaA`4L*NU$$2P#SP@
zS6%l6WNBplf}4hCX(;6Xe(SBW=+hkScmM1mpHu7+Qr-$%{w!|f#-zD25|cx9+O6f+
zc~nrC44t;-2**1nr9Q=JR#;iv$x_=|$+4u;ZuM%U`K-FGYU=jPITW2AKp=cl8!j|L
z*d7Y8v1|yI$gWcH#M{Pl{L*xcUdC|v6m9IBFIe5-HhjsU_>AcGe!VPQ2HtwMS3(*d
zELqWk7#I~rdi+oMFf9m7y9_}4o~EV-XcF~*8hL=KNo&eM5rof)sXv%gS{~hN&V+E}
zfMMttA&}%W+=Dsk=e%kGEoC}t#S?GuoKs=m7|UKDcL$bbgcJJ9N;6jyj}=RKB6ypB
zUn*6LJqrA>z~n7hJTmra7Nmu|gg;)F)+CpK=lIyCu&k1XsQAcJ>o?&mboby>m>smG
zWAn{k<$f?#)UW4Z%ltCv5RdUnkoc4F8bL^Nu(t6*Z=PO$7-!0bt81(RIA=s@pmlj%
z=+bNL%jgLzl+n~7pJH^VR2U23rx64ebXtt6kjb@N%4=Z3fz7%#xr79|Kw2wxZ$uJ^
z0{z4t%DRX4quf2e$JiW3I-6&G>vSta(K6NI4;GfcNPqZk{~n*ui21%O&TmDY+!{@B
z>^V&mT3{~g=_Yh29rUpfUAg8m$mv9ja6D+*kr0ic^iBe5bBP=u<##Jj8<AzHo|%Gd
z6?~BZ%d`d<q&DS$CuKQ7cwO8s*X(Wzr{|-R;ox!g-o>SBp(e8_kE6vW_GGdaWkt0y
zxBY@r8R8=iI6Q2+$oSE3b!H=NICiUrZOxd4YhAD`D=Ur_@6`pwd9gLVPQY%f+68Nh
z*4NU2qxUPX`S?MRd~p_+W>@P4?^dexeOOwrxb}Fc8X|S7w;F*9rnnHG5T+TMTco*@
zJ8@J-+^4nqil61|*D-XD_<=y&E<u;;x$dk`;;`OB>-I{E>P@BjX`LE&04GQ_RoyHd
zXz$5DvlMoAvOU?pLsSNIe_<B})p)<Gc|FF4oYUEO=$ZBaTK7EOG4<DJk7nr=xcBZ|
z)$}f^&iD&{luunKMYVH;_qP@rVUF4U_P}DOWCE`Dsf7NO)>S2Rmwj_9*}!nv;Ofl|
zo=w?69t<5y3_p_pbbkua|2$ZlD^VPuP^>PWm>B8qTO&s_E2{L6doAX5^?B?GdVGK2
z?#{elP42@g*Gf92*hE`Vg=CIDFELnp(Ffcfm2$!4_Up%kg+<R%n3p=+_*TJ=#6i{D
z-qzAjCrgWye)KNp4kwfOXUnxy__yDQpxmbVhob%jeVUzx{$6kyWt57wak~N)Qoue0
z7a*<ac@R6i@3k5Q8K^5A>zF`oURb-p&a^j2%6+__E#?WgGBO24v@qWoN(E}3(yxXo
zAkSuUFu&~A`f3(Ue4|fk?W1QiQTIUF%9yxXAC5@~7Sq)V88W?0UyK*|4}3A(>Nkk0
za0aH7m%{fwgr!n!soUkbmL3I#iPye~G+kDrGn3WYRGNT!bG-GvG!B{NU%Kas5cWQ}
znC_x-v^?I*{qxL&MFCzs>8>LgF4i#Ekxdpf-?&>_J8%9;lEI+VwtuvdeeThy>pP(?
zc0XBB&CgV=e|2QAh7na}HtIHQ*J4}Vfn4TlO5O6h+_1RKJe7J?H}=^Wnlk+P_rhMk
zhrMA@)to6<_jQL0!V-Bj3FAo~dw3kKg-GD%@(m{2Cg^JNzWc0`#WiDd6QLx;EUW&o
z8=>~zILKz~Cn(RJ&aSda>EPn4bo?)go|e(Wd^CILO(WV~{RjC)(%{GZT+$tH18%r0
zdEU$MHX;M$jfLf3AMIP8Xb>=#;({-j0o7Bp9x>Ip0E5>xODSTBVJ%fT6Y*xX&??pr
zBmAf&jF`H}ryIHPu>q~us5L*sSpn#^_>?Y|e~#yIXv>MEjIyg@>mwgXT0ho-#?w37
z#dSbhKqGSi^E{bQ3j<r<cs%UpgKOmy^UG2@dgOtikFAqtA05ff9i!M!R(prlJKa|J
z_^W+5ZGvdrI<GI@6nxxj`cz$2@{%}AD9HIW?CDgmZIGZIU2ye&@T!IO7i>MLsH`!Q
z3io?O4_%z!7iI1&Tmkh9AKc;?cy*yj+jg4E2yH}FucYxhW{eu}KX-O6&_?vYD5UoQ
z&bgaa74m){+UogCEa<!rW4TrWS&)(Q@>v-&8Cjx;&=s{?ER+wB$-(T2S<#v;7*`3y
z;Vj!Pjn>E@^{J4E{VJ*Qv*3FVosYuhvqZ|*y9L20sL~A&5bM@B?~rYr7io(qqnHEH
z9qCQWq`iMp&r7`!X(*v7Ei5AX20;uI@)A{;`Z|QR1*jNzG;%b${qw~<wP8H(8F`DF
zE9Ezw_Ejq7^4MdSYdNF&5}x&z_eGJU?~mu)tf4Kx(*bo-_t(adZ(b+K*6)JthpA}`
zE}C-5ghby1Brv>`beP&tYuZ~L(q0&YwX9b^{w~-cnz3RN;H-wyv+nd?Hw3AZKCXLB
zZgm#b!h*5oS~>&d+QrX?M{-kxe68@S)sF0C`#TT#I9pAwUG&0B0Do9r@B@7%r-8CU
zL0I_*q-Q%cXm37W9J*Di+<#(4A2UTW(_wPp><r(2143H~&Hg22VP*9tuzIaq_uW!x
zJ>hR?s^gHC>5eC~&HcnP^5#|hVJO~Zm&Y4wp=9psEyJaHT9sZM+tK^}9I4->>x_zq
z|5oV-i;8N}WN&Iy?V^eL(t+Lj%{@&XEU|Prq$P4BeAEBRX6s=fkd||}W^lXnN@F+%
z$rg|f>u8LO#+VSc3+Iqy?)q0)jN2cqmI~`Yb%>()V<m5fvQrLc0aCI?{c)Syb}->3
zR(5xPpfCQ~{RTk|n^?x{j<8L%{!Cj@M`bQZ-S9hzs`qZ*p(QRw`7`y5C!Q>hHT>G5
zK8&y18QlgE9WyrMi}v@y3SeuHivpB(t=pR)mFG!P$Ty-$6;DOnhum-H{OYr>qSBWu
ziAg-B^Q-rdpWc0Q-P~b}mSlI-=afg*4zCJOi_UJ3J%DCfyI)Tdr>d6i$Y_1qk!?=2
z{@Vwy6L*_Mr($4<gZBkYhlinF=-F&=6!ool{crtZ?RT2VF8w|3>oog!`Q+Bmu_zLC
zEEo77<Z$RC44S$gMl<b3m41i*-*Es^39{^QPX{6!#43Y=kcgDVIW+2J_&LDm?IXLV
zS0z)^mr2c4t%OigBg@L<I}6;-PM~#%+WUPe^f-bJr4)yRT_*6Mbs}5;H?)mml4OAC
zc;2ha5b5_mhgLeX35nkSfarZX?-twx8PRXQ=yZ<o43PElp)5K-U2gl#Yd^O!m3<z3
z=frf0>PS+Lr69Cna!CjR>VS}K-(X(Po5n~yXnBpPA4=Gc+5m-^HciKcc{R=pG7VXp
zQ|IsDkJK;$>g7K-6VAj^ek{k9ag8}Sx0|ygY3DjpUuy|jqht3Db_5x}i|Lx#+dn?^
z(3J@`+PvBF-yib>Wxx+@yoQ<pgl;wMP;PS(AY9z3MLRBQk>gheYlk<wU@F^koRThE
zsg?`O^PNiMAt?GAfd8~WL*NPk?LB7P`Jayf+uoj0VCd|hi46Fzm%H=V%~r*xgHCuR
zkh=47HcHeHsg^1s@1x3i<lV+thKDr8deAy6%Gyq^G%8owQDNRXw02BnhGz7Xu6*<F
zM(}xjMj%e_OWt2|LW2Me00$;X(`S^takzrrKA1c|g=cDT+3_!z^VeC~_W>_g=!E;3
zRs6RDyay#VD8Iy*)Wx3KsN53!7C9yt#l?U#3?Ynp^<0t71$Fx#zYQh)KRkX?@=hu6
z!;#=N#_3uxo>wI>lYIKIe}2J|^!9#k8I_=glGWAJ2A&xKzYCa8v6)7T>8~Om%Data
zCr<<*rNIZqXf3lzqoS$3H}p#M`WYEmH&&WWnR*E(K2le#+z`)PY(@8_mW~T+(Keqp
zJaSbIO2HUo8B`9)n<A!T)6hJu(RBkBOb4<p>BU4cQds+v=j_#~n#-{iP8|Kd&mfIE
zekPto3dn7?Q1FMEn-j0e87$}0>G2EhF>}XO)<~B4&*P?OKW(GIh+bd0mAbRv+qB<i
zBqBf;t>R~$BOF)!cPhZjhvgQBH9Z{An>gww1tb6wO{#T4Es~iVPuGf>w|uN?T@7$^
zl6Mjn_rSFWs$^|!U2%su1G84xUU#r~lg>`joz5B0k^;W^&Njj)i@3)#Z?DFesZjk7
zzphJE^*5P3OPX}lv^<JY@W@1vT2LdIpg`E9KK3X5mtRf{911z0wLz8LBI>FQKh1t3
z{!{t=oQ*lR04h``^|g;osacg(Zv;1R=OmbRo4I|9OaVd7a!^$qHp-j5wSqqE-*$HG
z{+xnRz1wU$6c0$nHT$TlcTD8<TcFqhO31LQHXcwxD~&YY$Mphi>@Q8<me#!f%~Ijp
zr?J7>>kewGEc0Z{`+MLr0}l^qF8Ya0STX+rQ9b(E;0fw9)yipWf2~t^+Qcjkr<cQ9
zaEf9aTiNyLB^+%YT{*}F#XkEz*C{XCrq@*9n5H<gd`1mc7TBO){NK77L|MR`d}*{+
zYPU5;(uNo7q@bk!vpo&}*>PPh7zt2p;eUG81~7UrcJo=*xWhN}E6o30rq^!RRkb|d
zA8tEon9RG_V;SplnHDT-c~V%K<6?F})-gkKj+kPC0fiy&vVJBf)xp9msUSNE2>2{T
zAAUZB762hqVbpQ#>xKEYztJ$mV!uxM%zZ{|$qDnF6NnBOOr$#Bi&#GtT5iT|{(w$;
z$|nsRd_y1_cD$kCvZrV*Zg)<(%+wY`w{D2dwVx#9!>sFc=3FDK6Q|%RIS~qw&&(Jz
z7i;kVvk>jDv53-6#zC{LOdc<*#mpZzy|>Ndo!WctcK;$H|6o|+CvPgU8T&V|tCr(G
znYTw%n*jYaFVu|`{KwAv|HP2juu?;Sjy8n@45BPUym)VmUnyz<{B_<RqX&~eRb6-v
zl>9f3LaAuDfq&!{*L7be4o^isI*Iw83s{lKDa_uEU(3v>^(3J#bAhLLlX`kv+4|)p
z4*Kf1Dp8{*jQqu~MijMp@05E*U(z|@6y+>i4-cs6*pV0f<6uClXEtu&0XxomDeU0q
z@~V%r$^Ufql<Hpmv^O5di-XLYZBGegutPpXzwpVvqU(=*eF%O2V{2PE)$V=lEhuYi
z2=dG7`n0E$&d6&U#O<J}+t7B1M>cSB^zSEH@M>`IxjGaCY;b!u;CY)2#ZqV}p`M2@
z=|-Q6#|%d`y;K!DsZZveg=9u<X#HSwvdu#~S%1)@M}NI+PRe`v(oH+zqif4tv1sPo
zwNptX_L+Xa_gePuUZ}95$LXI0@|wI=2Y@0QkjA@k6b!8&TT1F&I$_SbXx$}Mil5#O
zNowK6z`~V-+x2@eA%>M)&kJUw<Js7xF!=>tzyVbZfeMqKrV_uR$Re%*g0Q8Mj0qPw
z+0FipRUYkNTo^chhsqaLcRs<xxotahamn>2aW`IFI84L;aal|j%Ao&ree=wu^LAM6
zeYzjg-Te}BDu({coVaT`b8z?rv5WjKL9rcKtMP11VHl0zacT{d#`EI0s1Jt;WbR1P
z8^2-nVxmb-6ODzQoOW9GJQ38X?1ll41~Br`J`6ln7Uk4#XGWTbQyoogRdnZvTHd_4
zKZ;B1@UfTDG{PvEl8w`g2f4VJdJ4*(D_M*%!A#1R#!e}25ax&1wcB&q<D&?Psd(o#
zlIigk7$D;ml`-F~f#^p*p_V!vw}>7$_&zSI^;=$Fz`fI?Dsly#fY;L9{^e6j2}$tv
zt@}L&591?P)9yPIzp0Y|;_C6y^*N|H_Pu;c`$KZZuj?&S>WpdmJJz4^#7A03@IJAw
zd4Jh5rf>1WItLS5$HC%yK>wM~g^@!WAKP194qdqzZln*R%wLBka3boRRrh^+|JAQS
z-!tf>KUuzy9=zx$Nd~jha&kl0lJO~Os;dOXaDk94%6)^WHW1T5SrveYl_7u2d}dG`
zkL$nkvN8NkG+FgEM}tz}Q8)G;7RGYleZ&c{Ciigig4|dI9-p^bd3n{X8mtTm$e%yo
zRMgqOt<CZo+CVZ6^jnUMpEVY4aNq!HG<<8Uk7U-cwQH`_3EYN(^gv!V8bx$&D23a1
zhRKD+!tZV8`!Kp;)=<)IrELR__d|sRC0)1!TPk^gm6>ARtQnN4fP+^BSJ}7o%ZetI
zF^>Jw8WFVdf|Z)gG|I+##i*RaSE^05c)Lc*M~DNFz>&XQL|Jy1p8vr@Zi;=ON{$R)
zjHq@=h}<fty6tX!UoyW)TPRKXrejXyY`!NTyUIm*)DnLV6WFVpo?R!L;c(3v*7L20
z@5C!8E*iw(Dv`kIuP*#-V8LCe_!*~8<)&8b3{@wG6w#oXv`{m0@vGEDl?J+_=d!1(
zo<ohMS+%s;%8{pH4$S`6v(AaAvaJzbtu1wJ^GgOn^X{(39dh0<vpsCThpgJ16D`%y
zFhaw744m{W|CrG?>_rmrG@#)xldW<ae@x=mxLiILh<kUxCVGTPqhhJ4|2TzxTnwWl
z+U4|!odY$eiEV=Njy01(s3T}Py9zZ1D1EBBzjB>(b9UBqh#l@U#5Ac+tdWjZYesBl
z0Gx{zC~Z8QoB4Cx^QT$$_|971TWF~jy+2ulR9xs~jm5$8#d?M6Ic`ICo4C$8dt+Ty
zCtF0Ji3Ys3-;RRC)#bxA`+tgVT4yUsQFkFxl*9^R;lchH%0b+AmE~0$)gBO^<w~D<
zCn?smTu1+@K*E-JqbPl1IBI}(<UiZlp}iLhb9dS3=2k{dGHQE~Af4UGs_k<umoZk&
zpf4V%lefKQ$S8OC*a1ASYAXO+fvd9GrPI5Z`?dp5-6B166FmMdBRsIC6S2F2p_=>1
zs=jWGd)v#^%TBh+V0Xw9dbO8H!Z@d-6@)LttQ_}R?iFIp^?Hn%)f?(R`cI1Nw(#X=
z_v-Gr)bByCIPyUnx2{_1;q{IY4m7oaz%GK(VBPp?gHR$*UXS+>Ts35MwWzGGNmfzx
zZQn_SyB4QV4%Hyak%uT4O$sAZyoce}iV1C5b*7H7E~oo4x*P<c491Dz3{A`Vj62j9
z&54703w^Vz789<6hqhB*j2~`I_=(BMDOgfyA+zjN6f;)&GX0q4t_&>6ePx254-IVT
zp*-!pz+`;MvhWzFh@TZ>2c~j_KYm}fKP<6XbmoN49AGf0EgTDp^-1;Vk?q*<*kvSz
z{G+xPLHOgKvVqGn?9vO+Xw@+zdmUT51X-T_(+V{`2=io_8^!(9MJWgjiHlYvMKVR{
z;0N$4DIMrS+596}%kY9Im<MyzTlubO)N<ew@1iUQM;T<Zo4Aij7M4r{SO4J?6$4W$
zNr`0>VR9JZWUld^YFtV(O_hA{!);Z&V@@A{rlrLP_+*~x6Vb#^<iUiXHfXB;B4&hA
z%83Qn7)`&%H!ZV`FG8{$Rlwt{tKmj;GVjn+?~3w$gKsr8O7d`oa0SV<sW#DbIGcp>
zO)^PW8~moEVzS$fFYFHo0fn_1sGOB8{^XfmP`bMWgWk1%OKZPNju7Q=Z;G7vW|`>}
zKwxJgLur6832Yj#%z+ljhNdBd{)1JOs+w!WU4iQ*tB!n7%irOhe13jM{Jy|Onkk2v
z8TpG(BFB%|iTj5xrW$x&LmS0b20BvLx&AdZ_2givF~t4JJHH~Fg(Y)YJNZUynv}#j
zWVoeqk~t3-HUb?2K>FJ8i-ph~!c3lAE`BXqQmB%vS%1(4DH=_7WGFTo74jG*<eHX4
z%oafuZRFo7*ba}HC~4FOKSIRznr#|e-t6=CPQg71-o#|GfzG9hStTS#4MxNPk*w7!
zMk9)rbcmpT3uf}H)@`wR1lM1{;Jp|_27E<J_!Cd1vUehB&@e6Pi(`Md>lp?PD0XCG
zvvZq4I~`R0j-n#CUUR~cohbXj<MMC)=ZJ#-;V6&ra{!Wa{&u|5ezy&+E|)LGJlo<z
z-GOE>M*7VJ_R@;)3Fgrl+`ea|FEa1}KBlmc!UGaWe&s&b<hF;@0+!tR_chJnL^lg0
zlH{3Q(p)*qwNp(tjK;#@V+Ur3cZA&Zw<#C0mWw^Iw66Ak`{P4SovLcVk6E3%t@vww
z$jr9>FdavV7^=idOKKN`)`njjiVK16Oc5dZo!0cWH<MVcb)Q4+RSlsyZvLQG6R;z;
z$GA(K6k=vbN=9yGTUXGf^&$=R6TG)43I07_siSdb9p49_3(M<kum~{vb3Y)yO^;Z4
zWN9_XVYX(YaZIH`EZBrlonTZKOHN3y?8)shh8+N(B>|DmKZre$_W|tczA3=N4hh7l
zJgTp4N3!u;xF0@?cwA6&@M^iRJn1+nE`(xqD9rW|)+j0@<gD>+L!tOS{V_&hyO3T!
zhUp!frG-CRqMX<eZuUQnQS%Ud`zc+%OB(cB7o$L_mJx&fZ%m3JgO<^n%~z>2{|UIm
zuji14zr)V<tM{x)m}H|;+7~S5mYF50D6L`Nua{Ym=NPX9faM%KUpUNNH50msLa-@S
z*&G&F#~59|4r$w}v$M?;=YC0~ZPqtGZ!J@83uyuuE8%U(ir#34aYseS&}N4#R$O~`
zJQh5qd9iB#pJEHE1(Yl~1dSr+vWDN1zdkny4Zyg!Y#;8_Mc{gUCU_!`+z*!ZY&+~R
zx+9O-+G*~HFKOE;TS17UX`VvDS1Q*92Je{tBI<V<n4mLLvR0;PEYbp}DEzTv{G8#A
z24B-Q{ikSFVE|!Sw8Kz(Pp^lla$n$lbu58Bq_&t@jZB<CQ9>&Z1LSv+htu##{_ST5
z18?u}ZkNVuK;3z@eB3Cn6gI)SU@!?UMM$-=qmv_Z9p+FlZ3^+Ya|<;->$6^mGh%8m
z)i|-=4BB0!vR$#EBoaC$EaI+uPuhBbytF@MXYBm$4q`oKqh?N5xqQ+f4!c_c1iTKR
zPB|IJ4I$32Wbqz@(;k=7_Ll!_&|uHt4~o(GFKh*%ta8KyjZEnOR(5y9HGj=;*A{{u
z)1;+~9`*UYW|tAFc)2Zn8k$i}l9<(k#Ku9wb|^N}S*~T5Yq^gu^yV^M0gc^#)(D}W
zGx(gJ2}}oKVOx3aT^V)Vq!4(83-=hB6DUU)zc|XF|62|=#jnP1yh_%crqxk*!+bWX
z&g7#Fcu$4-iV$sak~m3pipm%R+`kzAXNrm-6YTXb1%{bgWFx+b<UfJO;sO?EMt}l)
zn~t~8lzRI2a=MU4O!u11Pw-*DGIp)uV8~^JJ>b~~n5}Wi!y!%9rC_A50F(q>|Lk+J
zz>cis8Z(gw`z}!O_UFtXgbN9k<!YsLNC86Cv54I8-bd#Cb2fLVe-*-P{bKv=fDoE7
zLf$`!<`b7m56=*hHV+v(#F!=o%7<!SI*o&gV^ahgCR1q_IohhMn&YIYtn9A>l^IMx
zM#u==ZN3ToU1_bcXBEEkM^sif3OG)~(s^B7w<9P<=%^y0?*M&@n)Azd*F5wkFbdF5
z<>9CkO~`y5Yk#}@T(q#03Nt@Z+U{?M)A@V*4~wJEK4w>BxET;;NE@&8M?8VO3Vx2#
zL^=;|1?J$Nfh|y`O=>f#VP6Q`+Ar-@Wybz0)FUG7_2N_(e^cs-UgCs{eg?5%ZZv!k
z44h6TFS5}uO3;DO+|O4RBH-V9GdyEx@y=o@suu-^<D$_z*foHWuu}Fx>yczUq`l|W
z=N={FQ)*>mgK`Lg-ZH&OHWz{3qupR2v(CZ);UO^rBL>@S-OyH%^wKWLBRv51(Dq9J
zKsY?W&FTSPUhcX)TxCoG_Up;nL0#Y$Mqej|ypHrU>vj#W%v}#O2;^`#i3B?C$EK7A
zbTugvKIlFOd~f%%%D2_RzhMeNan>z~{I0UL2%W6miD^|WJC$a>+k#ORmZ9YAUc-^B
zg$_gPb72Ga{^rbrTp6%jiBvKs>B@Z8n{NGdr20?BI|UMREEZQWZN1Sq3oAwrvfuGI
zWtwkO<&Ucw&CG`g4n%hDdCVf67N7SoXkrNh2xb@Q2L~k&M*1v&RmW&A_4^gp-6ta_
zlSXI+mZ<1%SF#VmG+bUc(sT~2z2Tw(XvjM@5*x{4FO!&>w=xUlP<9!;fA&|e6kZ5p
z)Bk8$VX+R?#3Fz?g_Ppe2gG7Y{HnfBhP3vhMF^=5)8Xy7_lk1!PI3FIV7l0M@Kv0m
zTQjNw5ls<8+Pz)C>ysd6C)&#+iZJ@@4i&_Rh~PvOWxN<l{>XWB2M6$p{<PBo&^BF#
z2Q<}@<_E(<b<$e$n>6t(q9SPz?;S*TYACLh=#=uC68jm`<I*CB7VgL1r`B(c_Q#jN
z%nJ>==)P4GjONQxR75hOnXM%HAFX?es&od3ojBtDl}-)dd?=)wC5%WE4`*(yd%4{%
zV%fLKvL0K$Ve1#w5)0~)^pLJx&vC<W)zUzxwIpee;WuYS(w=GsRFyI~w^9U7&k`sS
zn0LG@Dpav!iv>2P6Jk+_5DJWk<`;U!uc<#Q`Wr<PBNC)S#qsc05UO!6rE)C+D4CE?
z!+i$RY+`gusK<K-I7AGfmZ>#p;zOr3)I&1c<bkF`Je(rtuL)!InK%{ImnKHDN_uAa
z2FT<^WnOMEZ?9+X;r#jO_u0ZHa*AMuUPA8nYhN)Zw~GofuS+a@s`hp!KDI(OZ&2&h
zo9RC^bd4+52tKH1nb{rVPA%AZM!c|XtQOXPRdOjTKFG?#8Qm{tIHzVRh!_W%>#8Xz
z6OAf4(Kj1USdD@Ze`r-8PV`p9;d?}U77UHn!EL&c>Ax$ZLX%g3Tme(R;+dWt>F-bF
zlei_?*!KE5lrU$5R92FC`fF$H4APjt7=QJz)}pz-GyIq20jOX5PU|?zf^NUGl0?k%
zqtU<f8_d$aEsvbWLESY#7q-lhWnk<qH5)oz6n-wXReTWEUPT+&D#Rq$A`h%klaG}i
z0`%#OKz(nd!&(@5!d-#CvP#gs!aF@*AedH`ChY5>5C5u^`i$sRA8Ch*7Cb_{@;ths
z-WL@QNFQ`mC=$Z>TVL4kUeLoHo47b6MetitdD(N7D#$TvWRMG&hRtGs9P+^t<mWXj
zWFx;QIg&+E!>S+_9Dt6^RF<Wh=%AV9o63j@C*Yu!@l7pVjFB_R0*=bHtOtVn3#gJO
z<_wCN2(oHKkBh=A<KZ<~kD7UWLxHt}!61-`w#lV};}=Zev42}XpREDU7T6SgXiDpj
ze3e{(E5Zetp+JcJQn2>wvPo_p-MmMfU<8sQg`9eNIrDK*wWQVa$pq535VpD+t#dSw
zId42T1&FdX8+my_`i89gYbM*mn;G&iYdcJ9lm3%e`7K$#9}G4t{^HsC($@o!b^D<4
z5)6|uR|~&>xC?QTEiUM4U>RofXiW<Aje=!v?GZ82vq{oIQG#d<S8<GDREHQ?iLgr}
zPA~w4Etn}T{!NNPquhjO{mOCT-##a?g#-=((Np0<u`zZn(!$tJEgN3Qi6Q%H?=Qbx
zKhCBiEIbGcU?Cs-DgM3T{$AAxAHZZmaF6o$o<)3#s>wNeIk<iqPXfPiq6CK|loI8h
zku?rKCu;qUl*s242bAj}U%+2z5ctK=K<pd!kam5Iv%;uZiA8HsZ*$2G6me?f-$5~S
zsY^x%MIK#BXi*kp<TBYFkzUz7p?Tj9D4iPB+$DO>ig|um`0JiP55VB!7ipc}Dl4=1
zGc;f?Yg}i^w4h;Y%o0oSU`WGyAzgn&tSW(*QaRi;VlSG!wiz{R;eKD8zxQn1Tv0EE
zs`yPg;g6qr7|s4?>})AtEkpr5!~X_ZeG;ei(A+GqVoS^;!_Wfv<FNwGF(^<`RCfjn
z`}IxF16r>1wx_HbaT?9s<}LmM!$;HsDVF~hcw9ahz8qiinTj=1`L#ZOc_^C`cGTA_
zyQPMu5c-0LX{0pUgMmXne3r!Pgf1l;*Bj?rC=rYCKBh&L%rn4Qkc*EH4U5xYef(P!
zk||KEoyYjMaW;+&By_d=sDI7h&%g@wMpp$*id<pqbh`dN!*pE+b0jns+r^}?+;1-u
zhNnp7NDI_~K)@fn71i9KzQyFs*jgtUM~`+=7ZPQgb?LN>;}H?*-LiHm(oi>(r<pp)
zz6^>R<2V4xB)vRsrIg4(R}Fo2fy{c@0nlH48Zm1=F_-Y4C~UsFD6hDm15WNc>lz9#
zSJ@zo&QitCZ}f>yV^~R1vHmsx30(NWg^2i?DB35B&DADLhSo-2^Iyd2_@BcpB1IRd
zTD%{F^S>9_y!w1)<yr)F__|xaBi`l<hX7;-so1{G!@6H%){qSxQW7A^Y<LqG+X@K~
zI`b)6AW|D1)<4lx97>5cACmeT$wlXRGeCQTgslZFa59P!$)rTnu8$%HH<<=wZ>|P!
z9GGbz8tP!#Bz$0Xl_N+h1SrhN;VXtcceWjw-@vZ+H&TDccBzit_P(OY>xI6}?8tB2
z6@ZB5=Ww_0YWChzkWd}OUWiUtm|ng71Llxbb^JGUeK$siQ5eJ^7Hc8AoNvaFj=LJ(
zZ6<A~uH?uGLB}JB_vHJc-1wB>GI;-n9JAz2n|Cq^hml122i9}-6IcBdj$Oew)dzyA
zZ<{lybz#l~O01t2GxbtrS!AC&4nmRFZ8cAs5`2EAx|8K%gEZ>Ef)%NQXzbT{g7ofj
zbpTV9bT1v^E~gFvlOjSR9YC1s)uWneE4`z0UGqg+%%6h-AyxH9OkW`uh90;xRw(Gv
z<svIwKj8eqOSfk*n`qyn1n)kPN}es$F(FP3+cldi2_u6)r6u)|o3altP%Y5XWaa0)
zVE7dQ*-k>}N+^JOK^u6Pl-ZI}v5Xty6~tx?Wr``RvF_q?9556JrqCn@RELNz*fcGq
zJb#f9RSVBWT>hvf!1DT3ci$^YjtM}L>tiFPhV?L!>djRZ(m(##A2Ez-uF<}`_A8yx
zdb>Z|dH@|ZsUm4o!By+pjVQ##<bL;<dGlB7T=Y35>oykO+>EnEt6|{9_!CWx*$jWa
z7Y=rNorkx`9eve1hZKtF!V$t<bhMVSsM!y0gBp(jC6jk}d1R5k|293lF>V(~$KyK<
z@KfwMUx-+e&vLwtrV(SV$t0QeYRj({ky-|+g?sTj#o4S}*Byn>aZmKrQ-3-y-U&|S
zzMnJ{8xjfBM50b^^8dWRSXD&-Po*BF|E0zY93cXTf;~p<p*&n;6EFU9sx#)II}tD{
z1+&AWnU%mBQlM^v`EBfh`R#2iVtey`u4MD!<&JkN_oH;BcH{G-ky}Ccy?1m|1-6GW
zFP$lO?XK7Lb&{qg<8IaGa_VX9?6}*{>x5Z9&wcJLLS5d&5A->@<0E|BmvtEmfCU;v
z|Ccoxo4-an$~bF-Zs`P}ssM`%Qx`-;uGfg1#$-b)^E7P>UiJCN#CP_~4F2Z>0`||B
zi#x$C_IGr9#n<yJ75m)hyEtm^)|+n@1$|baf#`Su-urxvN~w;Z&k0HGZus2i)5Cc8
zc<w_xcdvGLQM-tvn@ZXW0wFc&n(BY`l_Qn6Bs@D01T0BPZtLX0PlWRAzvgT0T9&7V
z)f}j(fVO|~{jtAFH}`pmmOOsk?PdL<YybI*+THrfH9SvzUOnLu5>!>E$0x|>9J@5k
ze&Jz%V!ve+`+B%CXP?WnPu1Ns8$>?u$a|73Hx@KDSSoGE%V6a8l#kHyD9WgLjRqd@
z98#hvFyiY=<bPAc+PbkfjI-#+$;u-^-jpfcP?*bN>G>M1jOQule5ARRe%!<?<z~N<
z?IuuF`21U8LVOqD5K*w~>&rfxQY?9U-GWrH^Kp6ExSZ@TUfkR2=B0YMswm_ac08dj
z3dMm0&r_!?kD=DX+jkZ?@z<F4OZQEz9p|#0oTh(zP6z(@uW!19NdEg1ggPf4f$o1^
zF@E*D6EtNfn|)onGIyEI`Oe%(v%zxyPB4bQ+{O^Z(0-S$xbX4ZRY{}A8&j|Q_7J1l
zoqqjx_^PKUr;#%_uEeghlu7EwA?@Gi`c+T9Pn-D~B*RrLX8_W&ie;x8uy$N=G^~;F
z*2o~JXW+bPrM(`rejIP{Ik?mBhCESd^<1@%5`EzKsy|B$!%dm3J|?q<Yw!2*yk}i1
z-+p?2?AG;T*Ib3BX8GaF?m4@~CvQ&-Zk8DSr3F(2TsbH)K}YQFr!>exbeyH-nbQgL
zsr6zqhF!bAEWQdbq@MMm90$?}^hh;OP{Q?^?SclnalYl$ISxl_mjwDYez3e|RMOZk
zcho=HB-Eib0D^sU=;Z|P-^Wo^%z6ag!kW!DIXns<+kRiq9&!<XTxqx)NE|tO{F0JD
z;gLwiFdaweG`DCD`%mQE|IN=lHZ~esZr|T>^k2`(VRdE1nt9_9pVv*&c&AWjQU`2{
z9C>IvW-E~_?%L30q|a~Jw<porh)wX9oA?M&vfr|}hc@_%M2MHxa+WHv%yO^QQl1>m
zYp8FJf<L`nc1UWc-geJ2xD|5m{-y2inljr)`MK^ExI9NxHW*!L2rnQU-G0|k#*;vY
zPEI%R7MjXwjdk8){l7f50!;5Hq+bXVkrm00*Qu4xU!n!93vegDH5W15gIUTWh&(ZN
zXP10m{1`9$2<Ih{YgZwZ6xV}NyWU~d46pugDw~^bcM&nav0aIMkK=7-U-N<j*gyDQ
zi`UHLTW_nmQl7#N&bU&7&A(OyC#L(J7j1%lC!XH5nKyZ?hw`>U6nKxTryK?%+GF|Z
zT&GGc$B7A^+z$GFqz^X|RT@_|Vj?{LKFA$R%=t6r^OS<ta~a-MWO1nbUyHOfvS`a#
z^b5}b_7XP$+FYNCO!qpC7be+C&g#Iv(-l=&haAZdu9_EfiiO4nyGbnHrJUoevFd$I
zMkQ|X01vdtm2<-5cT90?+g1O*X>Uw@#>eJ+`0sbvUXs2x|80qM<HyZ~pndMc%&yZE
zw|U+?-P$*jLtE|QJ!jDuP2(Xibe~`@{dZ(3Udx-x%Hcuj-venNvX|i(ACl4xL^g&G
zUbkzJ{*l;q>Ip;ni_{$x+UM__f%->12zb5Fe{I$CNG<+=O{cDZbm-RJ#l!$tKpyMM
zh^`;b3?d?bnSWs0iMMY`c3_Wg8YDp#4*KW+7|FsbvAtIp^Uig0P;dR(+ErF1zvS6=
z+DE1RyYKQs-pi&RlD2u*jnwBj-{fX*n}Ay})8)}iQIFqazY?;O2APNR=7C<)Z1TJe
zE3Zsl?_yk=&F*?`NfEN2U{*mppeTCF#d&9v^3kvPkX@~siid9!$8_!5yI23BYC<eR
z2^Ghk*{VF{bgcVtOppisgZWxo^as!4e@Km0&3BD3cNPsCOl(=DZAWOk&uH{>bA>9Y
zE!5R4iGO`|5X^dQ^;mTHB<2d~GZC){{uu>lP}Ybe>`iYew9RX~!(pT(ZbEFP*`MQC
zG?YaT^<;|6gjZDAradK`-vWS_z2-`7k0$?0?Zfzdahvv6P%KMp@ZFS<W@ER|fLtFl
zmyd3_Kf*{Ik@%Lh8`vPaq0hM(%@rBqZNm6rN^nn<h&Y2}<FUaOOtEOvS%e!8WgfWc
zF`Hjb8Z6Ku+hh?h@J#i}Em_lHxCHG5OV6YIo3bAt4n6_Ln21^gxR{@zkr=*lw9N+F
zpr>oY;h}RpMGxQO@jQi$hv5~)Hxr}2MUqZ)q;p27MP){?SgT{?@pjmk?e}6HqNV7I
zRQvhWz%=D!?Z&M>;+%O&P{-##ox1yCS-d$J<UXf4fr-ti$}8njGr53&-;jei$_h`(
zjZN^|h5r|sIap92x3f>e*<)<ofIweWZr&lxb{D!%&SH7#6|vRt-|@xe8@1e)X0~UY
z(xy`(y!`SY6S!mIZhAk@vKVqiHio*>zH+r+O)m8@d-p#1!@Koz7&9l6h<4|CNLkjC
zNoxJzqn(2Pa`jQm&G)e@jj)yDF_%1|BC1Eha}MhNjx@hIyhwKR;}M!?JZFCTaI0Iq
zXmk2c^{FZ9lx=A{uEfI7&OjWyn^*C<zh>6WA};qEf>lzVD~v9~hpwrP*$5Fg4h;s%
zGHjc#<MN}Qg8X2#ndJ-Hc%$fp;LNg?wyx8~IKgY?>DEi9Pt`tPl<}Xf*iOsF$Q-Hm
z_tQno-Ai}d+1gDDdU?}8BzG8^FVT>hbqw@7Bi7W4tx*xBIef+Xr5ls+0ITz@r6F&s
zZv(v~@fuDlDlV!E5lH|PYTRMesDU*@;DI0PacYqwxFQ!_W+t*zFtL}Vg-4hk&rC5t
zetf<SM%~}v0|_TWknzrV*p%&%qiy}P*J{_XHYKQHqhvB4{=TVy+P?_;aoxWAc{|sz
z-ZqhUZkQ?m)*$lqx{*yn|2RD$!1j9|s%(}sJ8P={sS!kwL%?|X{jG2DX_%Y%yT=9J
zi)F3W+RUb&uI9?d!e9=igYAjZnDyeeOaI1TKzY(+(tlS;%P{KJNXIOZ<nO~ygXejj
zh~s>n6KpU!wWeJ+^5GOT=%tNkIQHX1fE7EnE{c=dKT>;lIH)-xVvaQP^~9Dvug%wL
zn`3J;H_)znVH@VFu+G_E&OI81r-jp9zw6biJcS%Sr~Q^7wnfTCNv$&AV|9#XC9O#F
zxvI67r>BtCRVuIP9PUu+m{uuf1gjwKV8DiU^hS~ed*m=-o=Oqed{&&$jvC5E%z+Rh
zKbL|5wJeLJV)wnn_hG%25ZE?i(Nr1YyAQgzw|46mVQ8*G0)Nyae83WY(&HRN5U0y&
z*+2UUmNcFyX|rrn{CNmFkjsBsXy5YrXU?wodYmj>TjPs(-DGnHIb#{2^}08-+;~Xf
zRjF%ro-tQy$Zuh36sf26Drw?-Jxeuy35LAG=kQzIaL!x%|4Sm%aHces{B?x%i$xP1
z6PHZ{y4}DC^~-~=-^)CmP&u%8aFe9|9sU)bzS-x+_U0)(*b;p_<N4MyPM@FZ<F&fe
zJaQrsTWD1Ujw-s%DNpC>3{^${b7fxI-uLBawm0AO#HuACII;4>)^@xNrM;Ax$M2&9
z)YjH(fPeERd>oT1u)%UZo#p3HY~4H90k4)zx<;sD2IgsfGKkzRD2$WD;y>cOF}#B=
zE-tK6Dk>Y3{Kmvu8Le!%)$I`Ni;{*zNU}b9BvtG(ZpP*3kYX>41F>HYCoF3dotH+h
z<+nLLX=-!t2&G;h2u*e~6H-;J(fNUN4`ET!a!=MDX-v8mmDRu{zQA!bvid7dZ@!12
zB9dM3p&E-Yny>9K4Hbd;h;-;j99tCsKyh}L9ZLA6>T(hco7M@gmbA^(9XZ$A+3Gbp
zPdDHTM=RI0yoi@Q9TC6EF0McIx_AA_9YB5#uit@#K1)hECE@WK4yJI?Zk$0B{%rO+
z#?vQ9&Fk7oKeGP(!zpITrI|uIgTA@Qw*^%|7-_ASjbLyKyeYFv<Nwmveu-}PgxH{t
zAQf;~SlWfYKdht6F?`GOgYh4XIe*O5wEOYOSh+RnZ7~@oNcj06N|wV~lDAmePZt`$
zI<0C=_Br$IDqKGEld)(nQCIGxt6}%*RvVqa@p#*V%PqZID@uqtM$0GnQS&Z`?v!#}
zCp+2%e$J*{*?Vk8<^Qiobk&zr$c$Go<IktjFGn2V=UVP$f=Bb&_g7O}#c5{Jpbq^}
zHvYE*6+?hA^$xbi=H$!py1CfYtHO22asK1am46d!c~3Ln*zGddX3W9g2-+)=(28w~
z)_S!aKd5qS--CGXC~3Hfe(&uMpX&+02nN?_StXtvTXUNqNOU&C2*&b?N!40CCj8#|
z$wGbgPu9)~MyY49K_@3Cb@4^$E7Tsu$sC%>cEY-SYgfS;=u=)gck7^h=BU_nuNNBZ
zlFjcPg<C^uXwr;{sb#<^I{~THLpm7hY1v|)nYlC|tI6R6x53npCK0I3pZkk<AmV#4
zYE|@srOhjxcz^YK=wjEL0GVF#BBQ8(W{Snd%G&Db=~_PSY6fzI^7K*u3!-VZnXDRU
zC@xCD_XnHd&Xz#7`&=^j=fh=MZLa@{Z8|M;QV+C3=^#?&;>BieQ6G8uq@^cA)Tvy)
zx@oblfIy?`-vF>XJ;o|20I6a<mV6%^Qb!my)c0t!2(3b*yfA~;u}8Ys7l#fboFvvD
zs%>3K5X<2Eb=2Ha<<$qk*!<q%<KcGWw1(!@*=2OumctBVLqf(()_opNXVB_W2K-zl
zd|Xfcev|#LXfc=93$S>wOG0w=uhr@B>CEU_$Kl{fK!!^4T^juCkN}Cvgg)0Z9qTA_
znFdm&8y@*#v5cL(T@>=y+b3ios1u0$VyNiW+}4n|9X0GbPVHnv+bndE+Jd)hnl!|m
z_dHk5EJn?`(gJOa{(V`by7O^uqu@EkA}LM_d6k=!YiDNK<E>@J;Jc-t5Ug9ESRcP&
zc0g7%eKWv*O!=8A<h-n-$~6avzLw$?(&<#J!UP6EEM{+eyD(+3gjxejXyagLh|Im^
z{xxL{ZOjnSXY`zW9OuWr_|`GEf|(SN=XfD1q}91#^8h(oKsMp$A+j70oSWYsgaIcT
zuWCnGuwJ6P?^>mSMQd}uGfTUPuZ$G_`9^&?{VXdti2rE9FVrahb=d%C<-=?eGQ(x;
zoIF`Bn`hE~XhLNuj4GeLNPHO!$W;+v{xbGCGP}BNQ=71|8sU(-CJvro%@Wh-Y$RC)
z&-po*(f<Jve@bxWnIv|s8+Y@2-24$P<@JlrATa#v2NP{NK@z@1sKgjh27GEy2{^|=
z1Eq3kt5x$q?SR}JzpD)s-~8=Fl`zf{Z5>j}GD9a;BRB2CVmrD!D$?%;J3Z2*ioCo`
zxEK@8?f{px_DhfTf9V-uULkSe@>z3vMv?>fp6&IjaQ9O~&YP~s%-?MYi&nG(87mhh
zE}6_`d7d<^m5H(9plSc{y$(6CJ6g!$2aBA#_rzShM&^=$%b=`1G&^EXuD>O$!B44u
zq>xtek&yjVMJZfmyKhx=&D!WOytE$AmU(I7%rQX|0JGo#G`2DzLKR7OP_0(fIBfhw
z)%!DYNBkIlGnnYan+|SZHIU1%;}k`GM?ky-=Rf0DCt_P%xshK7MyJHAuB~n}H{KLI
zFWtT-uYK?|S5XBRTAIuj4qA6VAI*X1M(-c%#2~Ti4fP6PCp>0UL%IOosu_cA{r8@Z
zC{Z8kQO1&eaTNUZ<hxCxjsJ*=jisfGM&pA;>6Ip~PXuM^XWqn6qv-0bUhZU)F99u!
zAWD8^AaVEQ8oybpcF#lWQSuL`?k5wq9w(yRaRb?TtuqlVP|WJ?`FVI+-6DK%mpSjX
z&kU;;V{e9+i`bd0;s2xREyLRCg0@k-xU>-5rMSCGf#RhU3Z#_a7Tn#XXbXj+#ih_d
zu;389I7NfIYjNk~dC&Kr>pQ=5t?a#Ljofq3tXWb_ypt}T$(9*rPB}l%hgr;}1J$&{
zb`R%jS9x+lP)yezH;017u6W|t{*eOAtqAf2khw~T@%^lGfyGeWZoZ>~BhX!F-7ZI(
zM7AZx$+kJujsv>ZJh0^T2^ZM##V>-+mQ|=>)Jsz!@5BsOXnqFkb~SQL)W_Y~$w@Zw
zuC6}eiyKhFu&Mr-f!Y43$3#^vYepMGUF2O71&%|s*WYW?%|4#AV@2&1>^2=_e*GOu
zrF~^8pyrRHM9v1n<+7{rCb8!h#X}Agp+Hd_iga}o-G-Sq)zjT6PtE)2(<WMJK_1r@
zCB6cFH3IH83it-X3mYMHLW+u07eUmJ|6~mLXn;63S0p7R@tIED&#;fUvC$G@>A<~g
zsHhk+7UVPgpby*$d={!+G!EsNnlBZj&3@?@?=ft?Bj8HJWapR_7b(dXcLe`bOFDQ&
zaXN(O@1FR521zsyrczx6)iC0Iqi1y%FB+&1<&L9p-PYhIzO>+pQo7)1h~9h#sfSh%
z9)X0=9BNtZkE+#a{mgYC%4=^NK6sa$OJB1R5jIt$34Q-NA>18Q(Ncy^3gdlwXzK`I
z#4RfbiPgtoKF-)h9ThwUG!a=JGR2oixwZWF`I`*>R<k5!^^;w{%j<JYOhO<=8^;fS
z?B>(`XHDs3jh%lA1R+b`77ti1s~6#u7VmtJ$M4kXotIt~hBWxw{tQpS!!7|_ax|!#
zs$}yhb^roy=MFl@91r7aBaQvX#01o)HMO%djPW8VbzhXdKhUm2c3%0q^h|G#YAtD|
z0$(_3jIBg=&74<#dvQf9oSxF`Yhu=6v%=GgS=cNkWv0&`sh{h%u&nic;iDIgpD3qY
z=yii>dq*sbh$h07LTG0cTZh5lRgy)PiHN+2_BVeP>;&d%{#wHG>GuyGDM-t1=ymJ4
z33Bx9=O~L>%u|4`&dMh3ad>)*kN?>eNA1U;E}au4+&(vCBBl|z*UTr#3g}MMTKs~T
zPp_jYk(A7!$nl^M(!TQWG!n*aA%JebFt=)~m39pE;nH_fU4a%rX#;1c9Brn?7M{wX
zPO<NHm1n{^UL%!ta{19af)$*gI?Y!}Ji@is|8vo0b-L_Ln20t+xi|cIW!bk^)zR_!
zseQTMKlfxKP$KtU?l}buXQ?Cw<88=AHp^@IU64ydC&gRl$W0o4+H1mNPd|}#dpK#h
zmKsBT<Z|5F6AY&N-R>u)opn*h)^N0~FqPdwgNP{)q-|#2tvt9z@qPaFVz2A*HrbS$
z>WwPm?i(Q~9VRwx?XQG!QkU<2shk4i;YACz4+<RkFx0R~YVyv(ABWkhKJ824{r+70
z=kbe%lUQz<9cYH_%yNtS>zFUD_m0V7)W4VY!n+*4uM%5zP=z^u_q4sydC{7aKQ<Te
zwu-^=VSakDl)VTpQ@Pl9^t92p(!oawbX@E0?k5*+gH_)x6#({@j~AN?U%rOa>8}fl
zIT3x5OeiNs{@+uaM3E{BBI?63#hirCebtPor;Ps_+XzS0(}<4>(u-a8LwL#~&PiH*
zngknona@{xO&e3b0kL<VV{GJ~oOjiIzBqoZWssB<q*2xw_C@}qRtH0vqwu9Q%UG{2
z#xh;U;GgZ6pIKkXJ_V4cEO+t1w+{lZe(y}wKXclq3$yLzJd3!lMrB@e#Rm|9xYK`E
zuJJDmHUu}NF1z{Vf)?NZirCHQ3<XiE$t&xcv$1(~LbV56rB*v#*Hpd{SNc4hGWrY|
zHN*c3*q*jtKVJib@0(hW8ivI8!=uyl|CwPERqa;Z8Z8Dt*yh`5#3op~Fd$Tt&@h0?
zq=x&J-#`SVSE$l!(L7SN&U^)3P?!C=$yuxs+Dp0q;MVTp8M&a})~|Vtch_`cP#0$G
z3MlxMd9_myBe;R79uYHH)l){Xf+Bsj(V>aUr8?3mEZh}zi)NnQld_Lj&kso*Cmp9R
z(&|;`cY@Mu#rX8_(`SOoC$3(Bi|xnV#&O{_IhDW_uP5;vfCAzy)5M>^|3`a6>|YZa
z7jx&j>uY^~GA=iV*JF;t((13k;eB|4y5%9OwIg%E|43s1Bw}ITi?C(Bwok7M(p!2w
z&4`5WhbRw?V|5y+;~Ntiqrw5xFB3nR?V*!ILjZgG6V^`27EtgP5xzNNVvmk-^65g9
zP6L_1{Jk_w6j*b%o*3^-unCm%0vI&LDPi6Hhxynlvt7FE-@6cy#*a`YTof3^NaycG
zkVg6jIJ_idu;Y&vDVt>Jdz{VM1T0Ka1%e}tChb}R>Z(Nx)<%(UQh9C@>RHz!)NBjt
z-Im7Bso$(BF6ln#-0x6}t?Xz0`?R5e@_s_uBZInO#$A<UFErcs@<ODZ1siEE3Nb3C
zt{)kC4WNIr?@w{!paf%|BuI)u>4c-H0jHb)m?lLB+1xw!>*}LG6_BU*HV%_V$`k@R
zb(`*3-%KhP;v}5KXuvrRi*LFu_gkMH!DO8?I{CIj^thn)r8f?Aq6`Sm7^8NsW3}DJ
z;W*yp*9zSmZ!m!L`1wf>A5bjB;&_^d76!>w368$Xv0ca>n1DxntER{3@<%?DA%zy1
zQ_#f5c<k`acR{SBA|`>3?CW07wyEjt->@czft0)^(`W=J48o4dg8@MSwZQ8x``hZ}
z2_(QWX9kJ<iz%z(!STH;@4UjTYrSz`3a_Ht**Q_r;Je1No!k0F3_x;(>~Wymn&{9a
z_FWPXCPug1OOa6~!DFk98V1>J){G>;0`E|W=09=zC_+7>_XTZkds}9!KU+`7@GW@5
zO_b&cI3I9sCRxHDa-4rf+sRPCHhW@eo)Yj^Ps0a<*@#cwIh<VH`V5%yKZ5a(t$R3@
z5VhVVveD8w?Nut%LF!O_$64Dlvw+N~`QxRtga&pCK~=5-OF5^fYcc=w+c`{u&wb8j
z<R_nUi&wrLkGtHYL{-}NW+B&onxI%@%qmgHEtH#Ngo~O_3YQU2(ZCiY3Gm{xknj9l
z*Rdwy91aG10e#VYU)D*es6Z1GL^*>7yMzfOuFh3)V7&NS0J}W_sYPz&9$4?Y!Mv!#
zHh8XCKIDRP70AeOVDlg3UC(+}3D=b02rRUb`(q&9pU&p?95GvZOW9AXr$v|xP6B6B
zX)Q(_A25qZcdnWiKDLkR_9|;hzW-D6|2_>Lc6XWcF$h!MlCTkvIQD1ojRzQFBe`ll
z;E|?y>!CWZ13B1lzQzblcA4iE*vT&`UVnTmh5ri;W8v!{HM3Ny9aZbMl<t{PdzNi@
z&DJcsN~7#7WJ`#||GuFA@<9c*(W9N&q7c`?9R>mTYdJcqZ0?ZXU6R{oVu`(RlRj=i
z5I94GExD#YW8BYhXsR4`h=uyU3~CC*Ofk2VjGgwPeCHp)B@exX5C!g+qPY`fRW5g+
zBQVHS_f>we8+Drb9}Y@18Wlm6b=6O=YSZdXW`nwaxy9ZEj}B#9;cTjnXEH~E4qj{i
zr}RY#Jo0qdqHh3wBQ{gaRPY~LCk^etLSlSoC?unRUr`{w3Fqg)yl**EdcpmJ;%y`;
z@;@<trDqzlA?ypXJ}kfeq|9GOCwF9pIDP(Q=)Q~J+POHYTFHyp{b`N20T5w5md0IW
z>)qoSMpK(3prU4CL6m1(>^sv%^}d4K4$LSfG6ieZ!8?n4om~*0J5HLS@Z*6uZk{%T
z>r;&b`_B?gnCUgtQ_lxqVP8R9`r&Ee??OHjn(lL-)00-$vNoKb$OS>i>qL4-`my&=
zG(kcP3gT&5+9%{)15fLj*ai2yTxNP9AZpQHg_rV*Tc?YB3tZ?-D)Hc9GrW6%kP#?T
zG(N8B6V_hhddA&l$6_nK!UGN4MwUrSFrIsV%gMOa^M!#7E-`p|lAOvBr;6sOo6bNY
z`{@%YaSkVil4i|ziwzSzC1hT(xBvHzdEU>6X@7eFMMGnJi`@lhY^3!outok4CBH;C
zri$+joh=$K`|%JaY<=N3Opv1C*uru*vk3m0ZM%=hjnx_&0z6}Bl;w-K2qW^_!C1&E
zF648=L;>cziC0u9Ldo{_Yfh1#zvBLJcDG6vRhJ(%m6aDd_%g`v<=v-F9XiH!LQx@;
z*i58buK42g-klkBVeT%W_=ChEX4Tk=n+_VAZMU%FPctrQs)u{u%if)pgX?E-zXa_F
z_KY%l*)489%oXWkJy`#IK<V(n`1XFw#o1+ZMwZR?TtJK$&FNd1_xYO1Vb548x)VBm
zdw`dU17Y#;U~5$Oxo4Q8k4NHq;e|e-oIiHns^`a6v)7`t?ws3n0wV(83+pg*ne7%k
zi9q@BcQpFvtm%!qu@L^h>dJ88RTwKmMF6YY-5$9=o`m@&xScaONz#3JtwUeR(4C=M
zs0~PKU+OrvNNBWCUm_SQ<~?V}0A`>~%x3794E-1Kpv1PP$wbL-MpQqg+#Sov7Z_Uo
zeXLP{^C;qJuQW!yx^_>GclJWY!SA06zYHw0>Mu}*LFWD5xF3<wh0fA<`27SO{KM*m
z1a8cQzr6_?>IFV4_RZZ9V5)K>zT`Rq|GAjfpTG~>=r#shX%lCnO;N)fZ$y%6n9U<-
zSs`eHp)WZ|@bDIEmVDdedVB8hspa83C7@jm$#Welr$ys2+KlCu(Za*>$@M*Aa6Q7I
z++GNu(}$UFsSQ;c!#?>|mDJI>*UW$SEF;Kl$eMi;;_&>)qK(keL3@2(_&SL^|0*mM
z%}HNIQw6F|)+jtrfg!RK;F5%V=}NfSg8QTQbux^1iJ-;1-E}C*{~+=)W(|w(`ff)(
zD15>15C6ih$b9FP{DmkJQjwXN{Do<Sk@0i9^=K_c_2$uC=|G2ge8QdjvSDGCpUbJk
zNuM-LL2|iXe!F#5^z_#OImNJDB~8P7x&2!R$$y4m48~bS(XmJ_4zZXvb>L2880OI#
zri`eI3~Hh1<6#@O+ck4PaZ5o2|1x+N2_#DanCL){uJ1|-0@%Nr@u|F#5lnxuQT**V
z0D1IJqQBAWN3rVU-@yz6puPWMG54VH`cr#*|7w5-YappTQXlgT#G9{^cGi`*7xkrn
zr9(bSUMZ7H2WEl>&J8DKws1Rh@CZXwX3^8JljYt?9|qQpN0c`SYnDuy35G$2inX25
z-=nyimQ|f04@qAR&dZfrYSc4V%_yk>$ve$53!q~#?N?rV!5%MGYEH{~Rexp<h3-10
zlQAHoj8565X#Rw}!}wr?6NA4zKsu7kKs^go1OBK$!*U6exOU~sm7nC(y5XNY=^9Sn
zyE6YlI{_47mxt;r@!2*IAkWQJY<guXV8|&cJ({ZuJ6((%?<@Z~Kg*bfS7Bf*22}!g
z9w1!U`oRcb+>JnRV!={{b|KGegniw{hY2toFa{xeoefvaE8O{u{b6jUX9*^E<dE(>
zkKcQDB(<F_;MDnB?5FpR6;H<;ZEJwFB$>$vD?_wS*a}y!=xII*XT|Wiv#n$s5efss
zFCUb9;5n(VL{n%Aja-fSm1TwS*;>{*oE%fd5;!L8#P8zX;iP?i<|?6lt%|X*d%W^4
zmo{iNeF9TK6%Cy0Q>b+_doNc<8U=GTPNS(Eo4C)~#6+j?uFgzp!8B7&yqYu&>Zm=X
z;Lps`w7TNy6rB=}J$@8o+ja9YwcL9suL0|00xLB=ubo!(0mVOX(VTwdu{0JI(YHQb
zS`b=2#6e#KGtn2R7Hz#lMmK``uD@-;ohZQI&A}?p2#BB0PzCq?n8!_J&92)ohE;$X
zZvPXgp6l^~C8iA}g(AZ?gRqK>)+ABcxjPS~Qxu;`^&cbucl06AyyV&7`d-CL!XkZY
z@IsJOqGF8fess&H*D-487K?RzU+JiBgLwmn?vv(vS_VYbUEY1$$OIj@MNTe+kji6G
z(k1XMx6u(3D=Hff1X0@O-W}|J58z{oTTF0Sov>R>fB2$8+=6l*m+!S6{yOO|_jBCC
zX}7+I#GHr3W|MxxP8x{oGop?-8||%qBgvmSC}U^Fg0?>P!mHWfEK1N9=lrfCzk{Yi
zak*!c^#@+}>%ZZ*eIvgt7hi()3*}uR@||5V-<b+9x=aocBn(!)BLg?}UoIY1ggDCY
zVfnbg1H@JiD{&1OI?MSawiz}IWaRW~{xi}{2OM*SZ-&i1$z!^CY0+N!BIRK`Vj|Ct
z-VQJ`i@dh@44QAEU9=)kL@8<sz#Aqs8Foi{-2cq&orucSzyX)JF(Txsay(eU1WH!^
zcafx=yMRVZ{>O`eR;V_YPMw0#vkcC9pZ@Cwn|*g;1o60n-Nrkl<`YDg3)JYmLEhun
z&Lnj7K}ddv{ORsu?<Jl(17P(F{Fy7_#iIGWyz{#NdC0XL-?}Hq_Dpc6QUhzJsK>m@
z<4+^p4m&Q+T#Ug`e(+dsVYdrIFd?I)p^IAHjO0&jv}RGm$b}hCBtYw|ez;}<SvcV=
zjL|9^QD+LgW*AYb7U&cuE${my`!6EyT?CE(%*PL8U}c7?MWbp&_QHv#CGRYehYI{C
zDjWiq3r#;@+SFa5HEZyB={hIWMo@~xa4zMvR{iG0{9tZzb5wM+nnns?^Rtr{84(`<
zHakP8sZh*nrt`epi7UL;-fiP*78pD{Ri)#OvCW%UGbFNJssv5&A-8Qn4LHP7;zzNO
zw-6J+Hg>YBk{XY&LEQz|mg1o{9Q-7IAmK6Sh}eX=Ob?jkHdM0ODCP}vHOh1vC<s_M
zeq_Imw0xcsqD2Gie>fZB!;17~cDmj1%>2hqi~)`eS#U(gBkY1{rc9*ch*sMXSO++e
zm#dHd097O>j++aiBv3YAI(9{%S<c<{G0fWBe}U!gU@OHeA#vu8^J6GF=4PFOp`tS%
zbLG+EU!y1jg}l#k<fXU^noxbSQrluR8dx-MPA5?Y2#+M-;a`_2j}0NlhZ_w)R(VH^
z#WZgT7t-MAwD^+C#m02o5v`hSjcc``wGT*~rCncmXov=O*EZ>h$qkl=r4g}nT>gFZ
zM;d)QWNLZyB)WUXl`gVl=GGMXcb%*M<OYntg1J@`NOI7f9Nh`{pB|4P$%Uege8gMS
z?_#PhcI&v2(H0UwVBtly&wbk)UBGM7?D25p8uFG^0JI1=Y7D?i{E<h$X@pb@nqk4H
z^JIz!G!s@8Fny4J?qY}US|8tinvvUzUEjE&ZXTnJfWKMvZVwKO@ujGWS6uaF7SZvq
zXghO_(Z{p6Im`X-MBJx-o@Zpri)C!3>&F;6K^$-t%9cHzQW{1-b2LRK*BE$`R4X=i
z{J4?+H2AF#*zf7BZR~b!Fv7o6jIEcY=Kc2n5=EmAAfrKM-^vwRT4L&`ls=Sf@%z!<
z-mhhnVMJhz@uH3MN?RzZpag(TooiUg@mqTR*iYH^=iO0yZ$9r8@s{g(oXIWbk&lwp
zRWy!meqBD7MO#U)W`IjGr82NIbkABI-#7@S#!)ZnSK@D`Or4@kHL9HonB?X`v29-`
z2U_q1-dvnD0~70+b8@VTi)X7$y1ndASx!Y4{XB?Deq}GKYNFLpBTFqYStH9PjxvZF
zs7CPGTMK$n5_Q#2e$yk^XPM9+86B0_cw^dgQb~1e3wUPhY=(HCEo)ppw5sf5?A;cO
zg^<mH1Z7OnPafDNuQS)RdRt5ow56@Brl3GW#0lthE4O#l%d&Cv_lqD_Er?5zYF@g#
zZw#M$wl4MJ3IS?wMloQ4G@@+E?!inY&C2IZAM0y9zKJ~Jxi3pQd``|G>qGVV(%gBW
z%%CuYvG9(I26AtsZ#xY9cv6|juGdDlXf8TCJ3R+6r~*b@qyIhYuMK&i`b136Nbu{*
zoT6-2JKZ_wP{>@l&hHb7v$HqQY+d#c_BdlzM`OQ;Xs4as0c$*gh0ggynj;p+A3-><
z{7KQ~Yi`=#y4~*0-*aqrG~C@CG&C#%AH!b|oqqE(j<G?NCi&yKpk7rWG1K}=6-e&^
zY^s7YTNHCu&qZ$Z4WW7Zw;bvC(;&Nhi0JJ&7CzQ5>Ix1ecksh;zfSax*Ek~`ZTn@u
zP8$abg2_YZB!-e*Pv<L7^!`$d_kq1b0+y1N=Ves~bTDE+)N#Dtc2Np#?8(&dY@SfG
zQw}9aJ%8Wvwh!mL(CI!!@2X{KMov4O&npAE_2}f_oJ6aDmy-ioX-MttVZEO*alCcF
zhMkGTkI10F-r9EY6TD-irRiV5esV4Q+#b*bE9tWo?n;4rkI~hs5<s^c|41OHKJidp
z55;%RWY7BLRbGEbB8Kj@D>a9ar};i~&(g&GlWYtNM;)CxGm4d$U+)ipcujUjHO&MZ
z&ON%+sgxi|v<$Sq!&xITDwD*uLxsHfQdQ-z)$92Z<D=QKCO{K{A;3=zlZtm(28&E?
zc#BVblJ+^pL?wWP`_w+O1(!TRCqxhrP@MSK6WEftFDvL|p=6OJ-4g<FtokkYuI1Tf
zD3W*Mq(7n8zhX@#gdXu|Sf|pCeCjP#-!>g+4h?qHk&DqbWj#kH>k-pJg6}5-sQla(
ztD>^lxWzf`ebV_#!G*Gg_ajxb<I<C{oLQV}b$AXB1tE}aRrs$l|5&EnQ1*+DN9I7r
z^-gQxdGeP!Mr0Ow;D$O0lp_N{9ZiBC_9gT?(-t5tUdLdtE&u){ztftIxYtFQBxtBc
z?)Ofj=IoZGq{idaT)%Y)PXTuM^=uc}YN?g~Ss9&$eL$|u@Oos<>dJ>ue#0wQ@w>PG
zpUg-Ch4mVq9vrQO%WXp9y8&OCN3^v3)~cGS|JqldUVeN00fgQ2<zx<ks9hdiuDKGr
zVQ#?*xoJG_2Y5X*UV=B-V}@mr`F#+<B$XUlx&y-Fk+I@8*}vBw9LoOw{#g-?d~MqO
zrW9-~!OuZG3j@w-GPA)y^yn1kMQC7F_YYw_1%$*wr)B+D8<lRGf?r9v^aZ7nR(HBf
z6R4_IUC6I^tRzCFvO3%mxI_3*cRJ%XafSjl9sQXg4)#6gU2fv7l@9aaK}|o!AwBx#
zH$Ry~y>^Eqq)37SeB+xVVV~}-{L|C&w^a2%fkt^~LZ|kR;K9?geEj-(TxOTd{6?mS
zI?!+Ig{V6}%M*3TN(}dT{1Pzfc<jeVI)y`7xL2i!^TP4bm>-SwFVuHr%-~+Do*6It
zX%i_kROf2S079v&S<ol^9QNZ_K-d2Pf-8)MW*F|rv9Q>fcS8#b5@7%4mSQNT8wpBO
zgrK-oYoLJiL2oy6IJeQ4H#~5_8V2<|m+llEDdvaZ13}lmunNOID#O}8rs9ip&F3zY
z8%|t(f1R?SOu=Rug%oQqdKO%sL~&qiAEfLPdvTf5VNcKoQR(!vb9NdSEiJ9fL~I%l
zXvpH_*S(O(Q^$uzvlvmO#o3o!_!><XmhxL@4xJrH!tMDWnOMbP&$iJe`yU{rp4R@2
z^|4mxOq=&aO?%+|iAkRn1+$WJrruRs&Pc7{3_oSV+JD4`2nznr7Z877qS^Vjl3(ho
zhPrZT_uq)dsvRc`!iDBcDvXu#qWZGsa3GnJp<oMs*(Xb$n;@Gx3xm-i{LSr?W!H<h
zTrsg<jfXn1OjKzLx_G@P|2aFTKI%wu{md~Ze39N#7K_B!pRuVpQs(fUf^$Fz9R_v9
zWhkIHUAkd1yntUk$8q-rr&Sk`Z}~+u7vV?y*@@Q5f?g8f4!1Nk$SDz=5-)q7Xr|i*
z)0yOb))Bh`D@GpK6GkK9w(;3KkqBc0c_iSQ7M7CtxB9O&6g?G^Q+WU5<Wui$nwtFt
zK7RC2Q70I7;d4)v3Almg=PSe-wGZnJ5SI}fZKSQF$0p6$aDA)BLloE!<Jt_gIpI;?
z?z;wTa4$@?(@ypBXUNY!1m^HS{rNmHpfx_uWPQEwUWOt;C_&BG*Jh2;h|`C+$ld!Z
zF__pj(eEMA5`2Q%@*%lm$jpDEkH81NNEU+-cns@B7+IPP)!R$9$?f8d6qCPX`0^b%
zjD{0r{stcvWGbm4c+{K6g@|k5qG2^{NR?3n8UFZ!8AvM@V7r*MK;8zA8aq{v|E`<C
z_p3Y~$cBj0USMAq0>xcaznTp~Z~3sUvI>>)KBgJu^o!tm>9aPf9L{{x&vhjpe2`fQ
zta|Gk!Q!u51KGV(JBPeVyI+E(o)!bozOhBQ3cz7LI@8g85Sjjqo82><SDXR`Ve9>U
zkb6S0?u?MT*qd43GP{xtmBB6nB!iG(&JuMzC3x6-I`_HJpLTWqdmKaOO}?*CBAv|s
z%WGCo4$$i1zm0wpFlUE=r-_uD68%HO_JotNQ`bu%>Mri<qmdK<>Dk@l_m-+!N-yr#
z`o6@z>jWU|csX&6AB<j?DM=+Kv}LY>W!UAy246r4KADx$&^?UH#(8h1RIT}6hM?P_
z^Ux>oGwAuB5*F~GG_%8`#mmeK%X<j$r&pb#Z729KwO&F|py8pB+-j_v>obU*A$+bU
zNX7|8C{(W~1O5UTZMW5u2wIgB_&$)U`XJ^uurR`xq|G8lvMjmM?M4@vh$)USZ)gZT
zU<~;97yxe#ynG}rMvbdq=%33UYIv8f?|Hr-R?v!(plc&f3v9(tPRD?YuGjb6Cg6zu
ziY$Tr@iy3$%&_5+52H|N(WVt+c!^(i;+2+9C%%i@ch>a<)8C6>7f)E_uKVt4@V2bP
zc3{ObU75{gxpLV^r4Pciv}W-dSvOc8SEVES<MKU^vx_s{uVOn17_akF+Rh1VKV5I=
z5v8uA6q(;yE>x%P6Zb)|l?h@0kCI{fa}0Ib!)xzDGZ-t8`*%61t;1b#Xg9#5j|NZC
zg**UraqKII=S?1YiA4x4av7qU1J-2;L@nrA4e*(A^rW#@%tPy4^lM#BHCBV_s}CUN
zh*bKC*_yB9UzL&l+HoZZomnq7`@SLswkhn`3T#t4h-Fq}^RRJ%kuH&vrt(wM%YSLX
zbM1lOe5sv)g2<DIu-g_QF`0X-()>a?_$RjE1?(}D02sg1M@FDl*+;$5b&!k~W9aO6
zTMJCEZV#3LFIpc63w=lprdY1cTq_mupW6V^-%XjIG8URKhbf10>qjy@cs)tC*7$|z
zLwdhklp8xj5Vs!@T`3`Os1k`5>&A7YXY95}K=*nJ4bb~U{-}q0Gb{bP{AwDm91<2Q
zcTyfQ2C&t#^y2Pn<4*U+kGIkX(Dp(jsIO*a_p6z@$)7&M)1(`Y$y?te@sBzOrPRH`
z@XM|@z%d#Wus)fk{{upxv&IT)VzJadY_K?E{@oZx!KTDX$rk1z5Z`^9w(@hZB^!GO
z?x^u(g)VI#kH1zkaEgyT$s1BBcgX4gXM4ClpN+!Jt(JzBLcC(d^uDqGs%*hpZYrk1
zg^K@vCOLPFy$dUyQZ>lJmPnSA0dYqhEqhjmLLB<VgnuJs9@JuU?esw}!s-Al5M;rj
z;X!H$yvOB<MFkC~ywh_(-_{bAWs)Th@~`=MK+4vyi=0Hpd}@&C8Mg{VRFfw$I}Gc#
zS7GVxKqthyd=?W@ti=gNYu_xjC&RkD@m_tY%O~nX(mtCwkc)hjT;iQY$L-q>U#y0-
z^lEj}30}x97+Am{mZ8j5Mzi)akC6?hEGRH&C^Oyy^T(i!<#Nq3o)eC}4LR>kI*EdC
zX7Bs<Oo=cOJSl(~=q}NZv{-@dgfqQn%);TH$=+<BhfE-gDl$)_xir6OIZpsO$;Lmt
z5z4M!lqXXpp(2R|P3>ty{7`Iu3N^f6vAuVYN7Gy^=~K~Qv1V10nrl<T{ulUgF(5se
zMr<M{?(Oq(=D1w`C8fH*8Kpyr-Z<HD*o!5YO=->zDJsa2zCd)`X$i^CH9IIe1h9uJ
zR<ou(faCv2Kcma9M#qEf(W80FnfRk2pNaGUSdOuUE}=rsaliUl8A9)0@jH(qA$GUL
zVu3GjcT5BQl6SUL8heD@?N{S%RlMKa`1nt#;?}p7@CAvq)~H9%u~G332d={PH9<1M
zivx@Wd9t{FN2m*L9G=c#XDPEmJCv4V`9tpq<jGK5*PC6qT@YvG*e(dBKQNV*I>fhJ
z5TBvNFArFA;x|_v#p{8T{BWLiyL{w*xLf;=3sJSv?JIiW@Fu>C13mB{i-=DPL#P2s
z?Yb!U<ydl(p9uDa+w+ITcz|L)lF}kAS9z5EVR*(*FE)`ElGuE_^t$T#7!BYw>WUvl
z)%d_(MnLFK2CZ+PP>;XFNqk`OSAao=XY5H;`)|-daRtJn75e|8d@T=8yeq|Wmaj*S
zIW<+{_hs-jf$~k7b0jbYQ;QJj)FOeO+(oZEQodN_6pmwLD7;@?VsUXycg2Rs9pOs<
zf(eE9#^|KI;|Q|Vp6?#;8F^J1G{?td;<0WBM6(<K5_3u(<%QTBmZ$5@rvT?~&Hg9L
zGIe@Sw4qrSy!R6B8}FwFuE-q8u>WQLGVK^|B|B1Jh<?DK+B6Mag*@bp)1m1j9d(&`
zUE2rLyl~VW-E2!9_~bwQB|j)RHCVF9J6q20mM#vO{1iFbS>fPlHP<K!pSh{^^$$x)
zc;faVo!T?Hs??}M)&>7?JL5Iu%DxhK@gv7}mVRd_Q9_WmnBSaHIn0;(58K-!&F?=x
z1Q^exAyWs(%OCbYyc$#vpJEG)kxa4vMx50gM+EkX(;CT8d)$&39Tb&gj~)~$x0lI~
zc1w4>+&;nt7Wh_~*c%vV#i44*fxOzsW0RcvV9n4al&6(|y}_1XFomJ+j&CGr>V9)|
zOK3q-t4tJ5+0v8!<Cxt#K2@fo(B40r3Q&fmo#e?1kM8y5(UzHpeG)l9#BjOUM&GSU
zbxUp9=78-r=GlUpV~q1xtu!!cUGghVpSU+sR#)cYU`lX~FZJ*=9r{ZsYn<Ate*w)k
zK-TxhcI@P}8zGEWV8?tpRw61vjr)ZG|K*qJ&0j7^)VRPWX^Sp_3$NP%@OgzzaJhhj
z3V<K~epqmFr#abI)Jk7o{!CukY%yYmz6T^+=+4Pucn!k4<{sqi(vLIq-d1q|1UPU+
zLk{fcWOG+qR}QhR`xvZ$mzMVLc~I?VzBCpc6L!+<T@+r-S--kZW~L1k8$|j)6{G0#
zTMu!clpN*DJL^CtJuNK)dzX4)v4;Bk9C6q6{ppJA?BJU3DWgOm!@I4O%F$H%SARNA
ziSfBY%Q(d~%vQ|L&@?I(j1d4)p5T0Kv>NYc>BVzaZ}|Ev;S)r)#h)nKGKjJ~Ur8!P
zcSr3<HVMk<X>O@{EmmaRLw|y#dJ_LTx9vo|@r8=GwppC{2fR>2IJu@C_ldo8e<PV7
z>Ccp^ljpIfdvY6&=lHEe5s}bbep5%DD0PbsCe?QF)t{T}@?@?*icAQBpI?W5{M4hp
zNQqZ*KM{#X`+^YU{~b?>`8G7YqbpAp<K#LGSN0{j)RL+VRULAF|EuL;<)i#OPN9j+
z%T+7g>FMq`{I`M<v`6W4aL_5-N^Ao4pRJrM)hSem;Q9PZ3nz)_IZGY-Q7y9}ik#4`
zd0R3cIojU5D32_}H5^czl*gPaZE#_uEG#V_*942>j{cNDKNJ%aH6KG@5h$JeNZooz
zT2MY)EGs|>)&*lms))fBwJXe?Ga-&Og~YANU1=K{7<t&AF(}|;?@WPsrv(MG$nJgL
zdR}r-FFM&_S{MpLUzgjkJ_Y$k($x*QT1!)jq_c&kIJ=?W<DI9=eODx2PBfvJIqh!+
zlTRS}_*685dF`Oz3ETGn48J9RPplwAava8czjke3gW?`I3bjuJ{>rNhal4PZ#{CE<
z_hLh7tc4tH4x|KsYU<(vwxhyqP{1Nj48C<Qz-GQr;L10rJhGm1a>00|0-sNbKszC@
zU3U0i8K<$2Ziwwn!z+wiaN))}{-qHySP8;^WLl2G*AiR)=?QKyD9Pc|ltkY5`UUgz
z59j#J#Z*}G8-G(7E)X$lLj~B%tD(qbZ}hfCjCm$d<2Ndpq#bBkPHqC2m@Kk-4>v)^
zu@<&EHV<4DytS%r0}MhRn2=2Jh!txo(^I5BD&Idn6dM1iT!1QxPN<H#13t~kx|0kq
zvI!=>f?pKGpU4f=bu>nnUpi-^#V@|q;G(F<^eXnDnpaD|)ZA8o6<0lNhC(=sYd1uK
zGXt{q(wR?n7l#AFo!I%JP{sGEZ8JzuOOT7R1nWM#BFn$ht9%WqjbjGP(f$uDdGs#E
z70zM5I2<JiV~dvFTZBg!nNZG%5JtNQV&I>rf8HapL#{{mqRbR>*9ns1x*#eot%y<^
zzzTA!b;E{4b?frx_y2hfZ0b{zuf#O_m`cslOJ4y*T6jevACRB^fxwvX7uqUaR7HDT
zDx)=nc>C=Q0ECzABrx09W4@M${q|<`{n}^c#s1}oTWntQ#xT7|O1M%v^^vsXe@3n<
zXTQ!3mm%f4>Dz8H43!HwuTDS#{<In=w;U4bR9I{IQ^R%A5)w|a;rjMP6tnTGJ3VIR
z3S@k%x$B?$D*-mM^!ts!fnM|!fPpY?STP*zbf<aC$vsvC$MQM7w)yzvjJ_lEX*>in
zL{h9;YV|$@SuHB&Vg%!cy!9z~{yW(UdO9EJPm?!IWBFqs&G)ko2ys43uRE}aehi8@
zHStkirDjCL+E0dwA@y_ld;VoC7u@Xr73e@Fx5BjDcL9a&1F5RKU#7+)`6yby@;<6P
zTb>)*A<)?$+e4<I_#=>W(b2BAxR6#Q6lvG&yKf-bXwgT;=Y-J{P|R!Mm}y(vONtm)
zxTrJ4x22}PSHX4mX5f=ry=|QvrV1<vW8u#}y`JjMxKchvZy^*e;}B=o^6nFfs;e%U
z!)eiTJ%mQ*@sA(&RM;g<rWOp0pJ*22?JsWlzc+^lmXGa=e3m7UouhKsjp^-b<c?@e
zCjRo<xXUmrhxvT~c-zg^PXpHl`H3E^5n8B(3p{LF=Xm1R0p!vV(WuHpG6p2q3Log{
zUAr`fcA~V@B)<ZX5#PRgR(ReT4#31Y*A&TjVP>#FbtPP0EIk}ge89C}F7HQ4mL=YQ
zR;7Wx#qb(1nzTK6SE~d;?%fpb<dZTc#*ipI(fwc=$Ewd8SLN^TF94Cq@ni<c=OGX+
zo3e>oBOhq+KViGj|G$0$s1KA-f$kNk?msl*xYTt}qXCKmshabc;K&Ivp18<c*5c^G
z|I04l;D-3{qYWhx;K~lU*8)-weYh*xe_|7k;3gXV&$2btD0&J#!`K%EnD60P$k^^Y
zIPTX=whHY%Y#8h^sN*+@<!Y{@A0XsNR3sJV=loGOB*@{>Y+0_X^qEu+sl&|=EPIZ-
zq^nTKdr3zCG}06e%e@0#-)C916Np(6gAT)f9d3SX=a8TB?drEKQpQwA;t8VE=Tsms
zbWGP5*QlVl(<sLhD$OFipZ<DS^o(}owNV@g0)4+<8C|`fDo~)QYEYW=dyj&QOM8OY
zrD#wd>I<IOZa~H-2UekUe`#h^nD4=`zGJMxTaccn@pHEM#74dyD+kJd`$-w0hZ@f+
zvY#nXiQ)b|$#LMByhYKq*ID<|Uz<xLe?^^#RTzdzcbl)9|HJ-o#5w20ZuS4XB9AC_
zqLwDp<ZoLla+`XSGA^!B(6JVc^dYk}zJmD~&e%1B4}Sowo{s|#BuN4JC;`OYH%TkF
z=$vlMTz@LhdV(&ercTQCsl#{NlKQYZn>3zt5coQ+3Bd7duaOg3|EcKG{xZX+7FI=i
z&Is?ikVBCD#E6LIpzvoigt4uNP!`mS?X~_dz6%^jHV(2M6L68j%EE}w(t}YYYGd4Y
z#pqC=$~|c7fbX26aI-9ja)pr>htjrIyK&Y3@p%A0Bi5amPxJWx)$5*wB!iJ5l|kWP
zMl_$8okx*0TJ@1SJjD9$TX~gtl${2wKQipI6#na3dt=(oFB{opOGc9$=1VgkF6|Se
zP?ri5%u+;#G|8H^)gO7r!hgM+ID=F$fW556w0<8@^3cJx;NtW&T@HFhdN44-p_Tlj
zhh2P4B|aP=(EWBY<W)Dat0IlmMHk5pGhw$8d_!9-|76CcJ6OKiV@-6{McU9F4laHj
z*%K?NRLk^*j0To)XPxApt45?gRD{x*RvCKAj)EvaaI24oCEyyv%Fx3jjC@{$MDN|1
zY_VEfSo^Swlf6j#qClb%b)D8%rKojU!<<Ogbgq)<{7bkSzidYhM+O|z_8gA&{roJ&
z6CXC(N-(G;IZzPb>6fHe7HwoEnLUU!?DE#|f)Zck&uA>uoLM}0&hk03A!kdiloe!-
zQBC?uJ;HKY2W5NjB)|PH@Tbp4%cJS441%&te?$vI<wTC9#6%B?9XjlFk!9Z+2_dIy
z-wjHM44+JBClf*HabXFUeh?E444c{oMj=pHguM%;FM7>T3iozZCbwF3k^h4ACV?YW
zgk~2zN5g;DF&<efPWYCXcw^^=cmglybAxsHNc3N=MfE;CN~^MDGQP)Cvw16%k`##b
zV6fqxhRgY|Rr(~*LfI*5-6A{unveqR%V1gx=I$!$XIh5c@t1~Oz9o{%$zGTT^D$Z2
z(*-!^WW`P0Bw&$QD=J6+=p(<aE|f-QChTAi<C;Gi*R_g-1gNl*Y!rw?f)|qrFcIk|
zB=-M$KYk49_Nr|%Ch<>BfmJm!WuXmMF#wm1>)yoQ^k%mTw)NA%fSMwxO@a@z39xu7
zq?zbWrgF-WFlf)k0z+70xeCO2)Tiz!ExFVqlEn=TidYDd_$Nluf@ivbWUCl62`Ma@
zK}9aIkMce~V`E~|oT<&2gGNC7X+;y{3?;7ST*8-NYERtZs3>cOhvD3&z@-Iw2Xl2~
z&yl95H-?UZ3-cy9C0W*DTGsd9t@+HWXUKb75+B~PQgws4NT&$cXT-v26`~WrBcsz>
z4tj_FtpG0FFz3Y~+`-PrmbnkK5w#x}f|uD+&<HJsna8<dh6jF<rj`GxV+2wi+dHq6
zVB~bosO%Zt?{At>fEzk#AoI#`3dS7B`yet`;f>o?>Bu$R<ivvi<M~EJvbte|h?r<6
zWl)?vT9Fen9Wq_-!61IJ7Is;J${>g1{$`COoju};vbb)bNZh_lr1~9$6t}WvQO->v
z${FmP4e(nlj}t{<d#9koS2ASw6Ve=mNO~wTfdfJbP{fJcPE~Q|*|3m`+y^RE-T$sz
z-(s**^mf`wK6x$$BKeGzTDFMJygu#|{{7Ya?~OQ9eO`8CZ3*W8?apG8y_CospvZ1&
zHdDUBO7bc;LyiI`c3I3HgrZ)X(w8prKU95F*2wyHIX_PeQY}46B9^1HQ7!3(_lyOy
zSypV~WZ>7pUqnGA%1FQLFtVUKsABDZ>InxF`~3oF?ehL)M+kL_;!5hiDuv@w!`MF{
zzWzgUS~le-q=z)?Aw0=m0`3?pbDQ0O;^CkR{|Pm%3v!Y7|Ml9%YN$(Hl!b^h^!6X$
zVt*WeMoYr3Ni}-H<TV(EhWG+3Mb#KOTp>-dxWT@Me#Qex2~4CC(_x}4eDG&1IY?F$
z9ksy%=EwflY!?`d3iTBY>yvH&Gte<Wqv@yY(^FblrhtTWRDO(r`8?1OIiX7Q;ehR`
z8u1x7mDRQp(*53iwJFD$FD1bvN6BISUyp>mn@+mc0@(><&GO7UY!Lxt3eeED<)UX+
z@_dt_PcH#BN{s^1{#n~YlT^1vzLJW;GlhgClufhNuzX55?#~;zA$7^i6lMlvOuinf
zIrn#HFlYi-LT9wf9|^p>N&{qwwJ$CeUeX2;2$T&u4i@#JIlWa<lI=2AZKpBvsW33q
z;9m--v7kOuD8V`tS^fTXlJ3sQ0}1pJj-T`g=3IY6>IQnLRGEUos;Jcr$Y_ooX4XQg
zN+M0|7IidEmk-bqidy(|rQ@uIs*C)7WV>~QHnQto0b)8oNUX@vA4O_L?cu6??H=LF
zE%$}OiGYE;7a;F^tu#*czd<=1ErbV`Ilz%uxr8i_C8Ys@o{SwtSl(DLG*DnhG0mAK
z6O4gx@ut3-p0qQK^t1p8xVL6iot5%Y!jDF~=)DZ2JWJBj0Jl)gx(;0?8G{f<x@2Zc
zEF{T>T_@j&*@vpc$Z#Zt`yXOfcwPQXI<cVsQmd)L-8~ynv1BGhh2K0gV?a5jOl$o4
z6G`27_q#)05Z}$rd&d6FzAvj*lhhv(zW@opkH1c)?mzQ(8axIT-2#l`CcIKh8o(ME
zwfs_2EoIR0yjiIuua*&O(G1X*o8gz|JE;Gy=v|tD&s#m(LFw9VK%_F2ttOQ-juU00
zD}oykJ-J*W6l}+-1?Ivvzfv3Vu5JZ>j?b3u6jhOwOfI$KdAnee_PIlXnNfmOgq6|E
z)!2AGlRlW6m)FV3z9xNyuqCH<*1CS32OBI%g(~oae5UqCZ|kJ}tWknSc1;+#IE>+Q
zgV8Mb&1R){aE%Wi9E~c<OOlqbj;0~%C^hw91_Jz<o>sFJJrzi1XV6Q<=E%b1@LxtY
z<Npr*=taPle$kJrA;a(4O<+4~Yc^1e<v?;oM8xLi=9ZDsO5pWU9|1M)*|`Fwd49g6
zgbjsYriv7HH)HU%sk%MCq@<+$x4FCS&-c(s#@HK#ahy}>K<qCsk1!qiScBE?f2S>L
zfDjsJBXwR*Q&W?z#HiK3^<ItSmwEt}qAFkxtV5bWjJ)RJE$V-{!$k{r6I$9sUE9`P
zlbjU`ixv0CF!56wZm^-Ini_IgK88;y_k$TFhPIX#X3vC>;6$Vxw}qCvo7?;M6UjZS
zIOpVSRwX6JoccvuA&%>n1tJUXS)2~s23$h5w2AFMmJ%Bb;xM6(zpMDT_*UxdCXw`r
zYlpm)uft!_R+DD%+(gg!i<1t`IlVNjhA#_52{T`jKD8N3u{flb-O)y^yp7$$#%TM?
z-7tZiC9fKZ+0eJRU{q7W&m<j&IAKlCmw}iIti@Ijr&jYp(on8Y5eL+tk3Yc1IpQ`7
z23}YD&K-|?rMXX!=VLydv;U67RxGOwQ4hn<8<|&$(lKxUQrLyh*|C&b2ei4(eVZ5d
z7ocp&Z!W6~AZJEQ=##v}%<i>I3oF{c%!q0&?(0hW!4u#-UzeI^Alb-zLIiVFOim^`
z^x2R8QE2JdSJ3mluI>%R*t#jxGHd4*)~#}LST&sv%G0;ao*qhxxuK*f>tl$fCuwPY
zYSCI^p_S~r4YL36W?p(-g)AlwgQnS8qUR8i!D~^+Z2sF3Gd_G8G3$%r455z@V@yMV
zm5>m=q^W%yR>K#F?MhU}Q~?Im1(~gk`YfSW$r<&yxp33xRo2~7wXXh~iJJIf#%G@`
z$e5g_&=#M2T8Xf;T0LozgvM?c111uJrtzZplD(}bD>>mt&bQZj)|r8#R`s??TCVqe
z(JR%aq@;h|v&luN<1+XSN0%b*4a9uP(_F-2v%c$kgWte`1q7N|_g^Uk4g4?MV)`$u
zLuygJy3*fnrs$}|Q^-2?{HbPMw|UC04|q<ji_-daC%q0?pG^mNzlBblSN&=l`8Cs3
ze9!rV79s07Q@ZgYDP7cRaLR5{_UWcjY{kdo25QC}MbzJQf6|fkw|Hyl2l~61))C`O
z%-XM$!%O;Hn1Z51pTFhgBxmS$V6Iul-hhQx4ZQ$b*}|@N##rtEjI(H%nR_;x6aA#z
zbHMQKU+0d?86-^;MM!lvAKW4CIWUZ`>RR$Eq>1!T2J!iSDa^;bJTwMJ169xRVwb}r
zvGo^(8N$Br7h_2Nxw>xjC!kxXCQ*sF^~AVZ^e4t9(MwwXp?<{{aN7C8eS1VpO$S}M
z^D~1(@#zcfD$>tjg&T`L7X!fWbzk?Lw&ziQ4p>;c2`*f;_dWCwo_JgAu>J!73E33q
zT4ptr7MgqNc5|cj6$7T=@3R2lF}|1qI#-`lNxYnqI_5rUyXMW4a@xh_4{%+&J1o3>
zr=pN!_tE%2&FTHDXOq=w7{X=LfH|B&EN4GB#er1$nN78nkU8%XEo3(V{<68*M9-Iy
zm*V)F>mp1}82r*^4?bXi$9Z8y8-3u-nw;Dnb`_D_1F>_dR!(fyYTWA8szNvxQ2@_$
zG9TQ)=?xbs%d^bddNfucIQU<V-Q@OYPTbpYZcs2QXr<pb{-D!s>(kbArD46jkpY0|
zueD|_ArX!?YC^OTH95JM(_y;Ws}&kK0Pns)O6S6juF{KEQJaHVuEc3Q>kP@N1!#Tj
z{~T?&m;bf>P<+oNG_S6jL@5MbUBz*3B@_*l3t{<LVVcX2noT2x#eh5xVU9Z0i-(8Y
z4mue(QX9T(d>0WHw76$NYQczmdgu#&Uyp|}-EI{)Pj;v{aBdHsBkkdk*)umdS9X)0
zufJF5W&^+<^l-!B+;+M4f<EACuT;o-_+~wh&wA`<LU8Dej@<3$<MncuwC`D?tHs}W
z#_$(O6r%CD){9UxekTRvZ0=DKWS9Nr?8;BUt&x8l(QV?ZrbzE3XZ*vya5Vz)AM?M2
zkKaGXs6B1`)e~yJw><deM2GrrLLP;*D1lm*1{>3zt$pAo-0CT8X-MthiO-_yntUM$
z-~A2B2&E${N=rblV{As}Rqe?{^wUNvQvJ}f#BqJN1nI@es>gny27>@Qkvz91=r$2q
z*!Vu39`q7U58{Xmy^_|1VApjDN*X!q!_{X$yY1jK8+zxr^_!7}dgjXt<%-{MV4R1f
zBf>c8^_w=wzy8S1KyCYj``QG|5FsB|;424J8=dqzTZRGd>u-qTm4<UFQL8A0*n)OX
z|2em}d#qdu13+xoy^Gj6B0|I>|GGk|K@gC$d+Z%t*5-Gk0Kg@zU`$k&mu@QZbtv^_
z;~vV|ziw50dU0E`-Z8Egs;|49id~jsKd<t5kg;cepD(ozP{JK2iKq?i{TF4ablehG
zLKM6;-Poz5nm{KL^dO#I!*6c37}h+DcHuOr?z=T6$S$@%-I*dA<n3!iFwbC0&}jpd
zd3~~wA9Ccr6D7yvx}s8tK>ZvOGMOv<kKo3wRLg?UCeLT{R9rZyZ+;8ugn4A%VWN^r
zVBRu~({&*a35rTfs*dQ&mkI;dCeRmZlcrzSgMEVsxcR+yHPBbJwzdz-ZoZ-5c@Lw(
zd=dd1n}lWZv+x_5t26j@icR<PfHBj8c+Vx#M|VZX(Nol_&TwK||5oIkiUiLw{x2D@
zX=ZI7{*bsTnFe5r#YJRh9~PpyIYwG;4W6iK9ftnTAr~cP%2(jX(-Gd2-<Vt_BhMcf
z9m1pA#X%oFNlQcCAEJn$aN{d~lbF!i;!dKK^4i6#3b@l3q=8T@yq5<!kQ7jzev)&0
z^YE5pP5sP^6yI1@9a}Hg2*z-_tIMAoO++F5kUCp3ddHIQNBjHJTU;}oCftjX!z|~w
z3&>XIU#+?|?hYh)d6?Ejv)t@PLbtU<@YprJ4%~u7N+|<EY4rQ!^uHTy@%?XSekWAa
z5bAT8&(#pR0hsYD9;mCjspH?p!ZR-x`wyOY5Vws>@=S;;3zfvQW$y_8$+y_plq*jU
zg_y;1j1SxgE?Sv|>0hZ?<tTL!uMsM)JDl$J*fsM;nSn(?X18OnR&pf|i$nQ`Rl4m?
zKRV3hh{i$`0?@uDqEsWp!P8^$O{bFC3+p<ruYbo&lj?16J2StWXeUq$dmM@@pU^UA
zm@38^{bCFJL(7kytR3JynC)oFcTi^jr?|lE=iB1pUYfr$ufT<Quax|7Gmfk>TDX=?
z9x%g{qdO$Av4H9P_u191N>QCgs7wi2{A){*LjQK#Jf6LJ<~TiP!12Fpk8_Q1s-9M!
z#bSM5stCcjY}VCL588)&-iY>8gs;+NoL=?J0o%Ja!fRfaeScR+pMi`kR=5;frqL-^
z?=HXdJxSa+KcfV7h0X~S8e#)(x+(9^DmIoWo)zW;Ftm7<fT7adfQw=pJELoX21gFM
zwG|^_^iu5d@FQ2H=*X023&hH9qk_^ZOU6xSUC;K&5QeJLcT*FRdZF$r<XMG>Oo!c=
zJ;z=jMhl0jn8tV1{_$cKs?0X1qng(J?Xqj(bxn9&&*(^0Vni$TP704#>r-_;F~7SF
zM_)Opn~xoM9yF2d`l`=$KapneWe>%3KRcje)oJAlLh?0^LGn!u>y)Emb1BoC*VMSE
zcDav866fe+0mTZ+?=1ekgvQQpMa%_(LInH5pKqtStGa%c4}ZJ?qi}v2EJ#{-^$R${
zTzW4WRf@qks+OgqFm`UtpNl;0`9fi^wR)qUFwm9ZCaDGG7}E@T)ahH4h5G+6_0|DV
ze1Ev`?gC49cQ?|p2-4l5Ah>k*g0#dU-6CDm9U>qgAxn3QfD%gzf(QsGf_R6Y-}m14
zpB<Q;ofGrv=Q(G7DGjP>91DnqX{vuc$8Ae9vLqkD+9e_SJvPp%e0xo~i$R=Y1u3~@
zKUtQuMHg!__sBdA_3tdBA?;?d)cE$8c}uK`eKgrH0J}QzrUQ#p{(ZJE#_2%dusRjZ
zF}_a13u(Vi5vH>(WNHf;PMch(W+F4`-NL3#x0cLDqAHvS%s957h>EpfVt>4S_L!BD
zfr!_0r{2uv)4J}fQ4y?3Lw5b5d;A7$Hj0&6zg(IW1o}Q={aq-iXpyYXyP5fUl9cKz
z7Nyoicb`@9cz;ufSf|=@B4$i!TP&@HAoKwYuz-CBR5BY%n<`0ZQ~Wnfix`gubKI9W
zG5p~Svd}<|zwUnKon`hzZ=iBVLo{`x3@HgI-Nlb42bx+4enL2Wt<S%1SKxb7DO=JY
z4Q0_LiaT3O;^#xA8?Uas{kgTGc&WTeWwPt?W-_en_SOwGKfjnmo-gb7>M@;J39;|X
zv*3Sp*cRCyP73r8j#-m8%glM##qj8@8HC!W?}JyrS>kdJsAl}yAh1fVr6**#w`EvA
z*lr(RXvB_07dM~zTEQ0UhL6Pl;8=^$xpZGwm(%pwejb3-6}HW_I&ri<7iO*$qB;AS
zP2+`On@BQ+m7h%88Xg{Wvm=#m-fqwArIM@yZt>v{h<@V4-_3C4EE`g*{nK;`-VWiq
zuSAV$X3tS95-HErH~AwWOo3H&72O|dsWMG+2bE}l(#M)F<fIX}{&I#{?#)U@a6$no
z6&@e5s$UkcQp@9$vn|3WZ4t<GLl@gjLKtop$5)dseaf{e%rmRqNw%zFy&Mo#D8wrg
zVUyeA(%cThWCpo{!XR`C-2Zz*Vl4Kvy-xSl4{@#UGne+OFrOs*!!h$b?mZ8u<jHv_
z`E1ZlS@><=3AnzVE&NRN0e=R`U=!&)*q|7y+WPp@5<W&uNt9B^&5pi&&U-HMSNa|7
zFBC!Y2+U8+bfOsVXuHtFHTmxyc~z{%<ht+M`-aFS((Sd=hl!oRns`=U4JXml%e%we
z&0kQR5{u_6e}K~qasw-&fr`#=6VNRt0U75(d+4Rd*AGH+L7`uFykDm(_fTelXrgoR
zhf^Zxe@y+XWH~q*I1dsFn>KF^y$5kPrIht8D+UkL|BgY06#4uuDiv*D!Jj_2+Hfj<
zuG0PDHl`RWBd_ldj^}ckcc?0LE_pt&sO{GTQufCmm&3(g3&pUIn(CB)v-&o>Dn5XK
zKlh+fNoiI_vr1vKh%wYm$QdOXS&w%1Ydko5bdx9|G)P$-Ln-ipAS~j|#N~GdM*1ZF
zHwkfHnX%GOm4`zyBST+cRTbHe7v;DAE?Ut>EChv)a|D`NcMbPQMp2vEODsT%l-B51
zOV$hSUk#jJ@eX^;CUj#PUTS+wGd^!fWI6vRgcYS&`ri35cO}N*v%c38j&*&g2cH!J
z!A)~c<H2@kKjN@{RgemCuX=w)7f-J~N{KW3U_R2ihbwVtppA_`_Pb&B-XV)*-ORFu
zV)?~k|BuRUs*iwkc%L}n`<#VOmy!Q==lWRU>Q|^@xWCvZ&YVBb_(eo8pM7f>GzR6j
z%%{XP^R!<L_+lk&)%itOYnwuNNr<p=qG$MIQG-K?im*!eu(uFl28+Kpt9QKG{1jEZ
z7Z8y;B+lmp)eXmQ4LXuvYzTWaz(z<47Oad%AYUvy#ZP9t@?mR>QM<d>0kes~dEjdW
zGb{yDVXE@Nw)@_CL#bj3?+XpP^DN6jyb8b#@%RnS@6q7T--d_Q8vev{@U(yG>*HYK
zarc*(tt+0WG>b6H-5=uOBEpjY_pIoDXJutsgmfG{oqU~HM8$w}Ml3=PgAfiZLXY)r
zT^;OvS%i%JY<>TCM$^N_3HZX)#U8j=0w%>Gq~YM=<m}5L4ijb(()9Fo@IiRF+xR-*
z`TF<)7b<(Xd-)h6Z0sCZr2gIc?ix?vmIe+!b`A(%KO1-8_PRDt-B`r#`UAAB<l_4j
z_*U7=1L5TfT#E-|5mIw;2W|}<@9wSQVCQA;z#=Dy_unuB!AFJI#T1Jxz2xaRgB*Vc
zg|6n`i|e)oD8BGCE!QG7Ab&=dY)D=<uh<DOD*vQ?RH`QMSW%UP7ouhSP(dY)O_Ji`
z@8r$#dnQLmr=M*-T|ZwfZ3_nk`1|i275pe@FZ_}DI`C8i?S@)Xz+FO__WpkK^DBG!
z*L#*py^Yjs4TU42BF$Efb}-o4>DON^@a&8*FmF|J`%TJguocF8Xb9oM077xE^_%^&
zRJpTJ_EhP;9J|y9mmS+FZY#|WbtVnw?Vf9uy7~U!J{2PRald_TzaxQE=@s4&I1aJp
zu@Ie?U|+NKF;df;9_6LIGFH=jaPdLjOQ@So`T=`Yq5mgZTIr|Hq$ko^#Llvl>@8uR
zQ$F1;^jYPS7xlI8<BM%D_XrD$JzWeRUmfAimBGKAT0PcG%NzY*a3VBv1a#x3(kkRs
z)$ecf?af_xf6-OvOCX8*lf$>^H;`tiI^|fRqgjjv=>^<{h=rnsMSMXdNDY<T`{$e2
zmna`kwcA%|KSa+`lM0H`!ee|kqp5HC*}D;jJl!YX4Fso0IaA<yX~(n&X=$%$4>Hr%
zX%EuVCh>d3V$a7zs-5=4ABb`vzq+c`{&p>9>MLSeo4DiZw*v3=jLx55djs_Ksuqba
z*ui4V`K9J%^@B!xVD75(Qww_C{>?5$B^0yc?^V%XMb`B3nD;T2Tn@Uw>AXs+af6(B
z_Jx#Q@yb-oR)TYV?7zO`HK0xYDirP)wQk8~+e|4Yh9bC?P_WOrB96rQ^#Vx~AHk(O
z7rw%ut1LJfvJa6-EnIm&(Ssxyo>^3N6uk2CXZCkHTK;2B__(k-t6ESm#b{FhX6<`e
zyRdxgU#fro`S6yG1ns}(XWH7fohonnQDZ+wk*sr!g10k5lHz_@{%_aA&IYme<F(%*
zWk~P7$BwW_7AS>slH!Q4y|w5=+HL};`39ZON?)2yk7%wl3P+~hH-=IykQOg3>?L=+
zQ~i5QFif~>IeGgFR-f=5nm_&V^YBhKS=|(npMlgLWp*EJ|3)08>6VC*BDebc>BY&%
zO?vdQ$S^H$5~CXVcH;l9B~flJNJ`{|;{Qfk2S;xE9~~cswSZIjN-sN_LN8aUUi7~G
zEBN2Y`skcLwes>kVL%L~kIL0_;Fv~EFeA=?eEdR>m4Jz`7VPhM4kjuVtFDeD&hK^j
z@A))Caq<UYnv)!#+dMvxt7xJ$Z;|OMx?CM`P*Yi?@;fornTNeNXoKA(?@FaSBNx|7
z-dAd_cI|Vrs*&k?6V##CpEvemFW+QDhkW`Ia7A|_VL<JwaH%P)h$&nAo|l&e3*j?B
zYFcwbwu*2p6<|U|2%GV4bB&im82m;rj(Y#z`fY0d__+^E67qEfWC;oSS;qVaM>ly;
z3ZtNTy}XaqN$EwrPKGz?T~hjQs-Jz2>Y%Z=oEDQ0#V{Ct#feQ5@gt$JeB7MV56$b?
zhA|Q<%7gK5%C2Ak_-7O>s=@drn25)`Kd>2GAZLA)#Ar}fpEe!*6ht(sO5>C#L^bz4
z^!qbe_jN5ZYV(3#^}C6|Gr@qYg0UHp3-_=PgSk8xpT#@Af(jh)at0>g)<-#3I-4nb
zFfqc$R?uDBM0m`;vx->PLw~66W&rJ0thcDp;y88EwK51lvMa?5%Hg?3+4us<{(^nF
z0|$*N5SdO&#+pTUG-(uQ%8o`kr^{~Z*jL!!7*xHI3UB$R=sb@Ji@Qi|An4^!lj-ru
z#Pa?}TubzLG;{)NbIXQG$nC9fYJ4Obnv9Uc@8N&1Z&r<}@h`isg#a+)PUJiqz<yOx
zHR*JqZ5&ZeOrZ12M;Td%h2#j>D}jfWTFI=%fuL9jkAuOmep}_ePDvxXM#JR}I4!DV
zuq5!~YpbFW_gF^%>IOhsg#NFzV0JM7{WX%qW~R>4*yqyLSc}DwBQ{J+okTHAR2I)V
zTx>^E%ST=TP9gs^cHwvV?P!^EMfH=z=j7#vU6;}f`jpf%I_k5kpBuaXo_MDLM(^K0
z-`}Xwp>fK6pZ1*gse;rCaOvP_RsEU#38GjC>uDNOU1X#;Pk&S9Rb$Y4cV@Go`2FzI
z|BN?}U?GWCsTQa}C*yx}1pNH3yW;n(FAj#Mq~s1Z;;^K!6&j}qo}<UU3A~Y{gpI;T
z_U(Lrm*pnb-VSWIpZw)N%le^^&YDUK?j_(u2Zn1kwu4L=b0Lm@#Qer6szY=#towgu
z5+b@iM<{U7hyk0=DiVz{`h~s5|IJJ>bapLHm=w*H3;Bgc%-EDBIV0NeTv?y?uolud
zX=T+|4A;B_F?2Q@ysNx2N?#>19;ZN4|FqitHw~XGFhqgP3>WlvuuvToC`wUE!N$Il
z@l5S_v2XQ`5-{;*je__UcXDuSCK*b?Wj?BETHnQ}EB{rm%v}d+y8ts=bhE<^L#N1|
zX<)!@D?xPdEqgBC328AbqY#9F!f7m3%42inw(GZXKXxirT5N_3>!d_C#6x!MVmi~G
z-;Za$|Le+qBaA2mGO?gRQgslFAoElw;+H*F^w@<YGhD<C;f;!rwu7rgPT<1Kc*B1$
z6n#u{n%SuQ=S^#CpmD65lh{mwEPVOmz&KPzu~r@Q`HTA~xn4Bea%mk!ot>KLB+_cE
zh#cir($1mzFksL9e;HNkZU?;E&3aOM5b(3=;-CC7)_^;WJN!Qwst-xPbh39wDt3au
z<l<3F8D?RkQSbuqMLbvx-m-8XoH6L~#^d)t#ry3Fl4988toDM!0@@l?P%e*PE(k&N
ze!)GKSq7awp9Hb#qd*^vHxiFVGuX@G4-C`_G8D!GU*Ogjm_&;ePN&$6unFJeTF~>f
za-z1*wx@Q<_K>n|H?bt=^o!F^_xgJ^6K)wQ-znenZ^*6zggpH_T^oM{UDjaed2p2u
z__>bz$^sdn7l~qx8lb8x9fJ+)eVbUu;caeupKoDAf7bpp661hVxL%nFQ%gZ@#xfs6
zrgfv!<3)*J`3-eAPkVG_#IkasrZ-6TY0UW`euqr?liR2}p$B}}uL0&;!0f$8W*Qx=
z=kT<Er+s?Nj8Rz+hRRLY->uUSPrcw-DCM<<!u*rGMGdKF5Lvv|ROT%!d6e0VV&7~_
z%SB7*1Ab0e-8MHqNWKjV1>y?8a&t-)51HYVaP)IvAtaw<`}8=J`hrcZ35l$7u7=o<
z7*D;2DFNvpR;9^?z-03~ei+nUm0XBD8WTF!-}+B_9$`%8M{LCq>(LeL2A6$YX|Bp^
z;3q|xQ#QV&V{lE0cH*%f*pd<`9k7+vf*@A)IJb3X4-AqIKa}lzeFS^}5SBf9j8Wf!
zyEIDyNAXe$(xWMyZ0X<<;5&N__@r&ED2uNCKne#=@CY&@VK*`C&!Ls+=FB(!|7TJX
zgs;|rzK<OtytcoO7NFE?@w2H&0tw1Jp~j2TLG1a6Vic-Q=ckY_p|_Bcyu%$zc|32P
ze_C3>%CXGthjqzxS=E8-$Xkp$<zVkNK@3hTXR%e@?Q8yZ_%r4IJOmIpY7*igIG%{a
zYW~=p!h%V?n6E7JHQt1yR@^N-`3n3#Kw-ZThck-<Ph!1rs=ZNWd~jLf#!67EQ@Ra?
z5vP2+eEdHV`l<)qs2WPc0WPS|kOn)o_+{EQwyPSNvsBQ#yUg(dlWr7gXU#%L)SBiJ
z7xU}$#%<fNY}T#be^2d^gaQtyf!kcEDjQ&#L~vVN5T_420viM5=oo_G@c2Z`+=q4X
z^B{F(g-9a|tgcFWIWY65&gxHXZJ2L3(?0|DA)1aQiVV8|AEq5Wpi%=%r$7xEZzhl+
zvhb*v(7>_UtFq7LS``O&^=aw73H2+re-;>sM{DVR4NJX`I3&C-2TxC3OhaK47sJ@p
z*bId&BGYU<Y;ql6XVE7axh{sCIW>+@7{W2BWd|lx|63d;n^gH`9N&e~_K|(&a0))m
zm4=^l?AOhHGoR_=>+dt$|76PC4C5<b_(>$Q^{wltRu?^#S)-I(hYE@kw)DBcHfx^|
zn*k*nNIU&sl!Jq|W{`uqQlh*$$R|!1MBSVlLg@bJ{-<<!cS<)T6lQ~*$mK1Ddw~U;
z8v`=S`*Vp?7`6G0N!}0bJjsxg@g7zc?{LLppnf4nIh{<J><n1Gl5yJYV)|0tuIeXI
z?FQ{Zp!WbQ!52bsQ*#%W1Nw9Aic;c<7w#jBg=Ui@%KJ&}OUHC-*_UJhFD5wM!3Jia
z=E7^C%>JfUi-*X0F5RLZT^BkvyODM$2#cn7c2{=HwQ2?ARD;Oj`7w6!G0LJcJ|{As
z(QIcY!q$y0SsSdZtP;t859NL8&+Z>^7j6PhPLeQ%g&d@wdG_RlBjoVOM(z7AeMKw(
zl<93HlupW1Cn_FHv`lJmTZ8x&>H`7HMP{bJXLCIC{$fL{X^|I>^+<;SJ95B=I$lf!
zyT~Q6G5JHrI1mHwBH5`i^cmj%p7IJycba*^>!yowE_J8u3Ykkt;H_WB9qf*pN9jN`
z^`;1?BjX{=@lXq!A+(v-yRu0IguR#KJp_dn1d|Rg;-F9Z3>P0xzj}6Two4o-U-F*?
zH3r0A=6iPw17Za<!jS2VkOs&4C=w@eCRg{y#W!Dqi5>wV0EjS!ufn#*5=!Pgazpj@
zK>GaWe<sJZ7EHB(iAV<EKd`zvgOHj}&vtsQiYOKvvW!0k=&?y;VpYG{7P5kDP&dPy
z5YWL99;H_uKynuUrSA!EU5(+dg**3Q@KvJt*!$;Nz=!}YdNlIs)1DTvASY$xG6*|o
zGT-q=v~*DeP~uTc<A!1{6F5C(Q<*q;;ZEnSxVcxHibA#ioc>t)&y9X<jEE$<kF%Bx
zOIJaqF~`Qggpp6$3OpNkw;)BS8f`X}1L8|>Trw0kY7AY{(ZabC5m@vg2<Do3ih)#)
zv}5+@>|`bg5BsN}8NvUH2A|WQ*=m4^0wiRgqKyykhcPXRHHk%q4cFCm1fDL{jmw-U
zmHa?T1}yQ72%%s&%5ak>KwxvEg<IXVMn3BH_kUI+TB0~54f)h(!@58m_V8UGADjV^
z2LBF2&%(-sbKXw*rfdC16Ch>>X{hJWt_%pceU$hAoPWV${Nl^S{JK7oK!Zxq;pExM
zpUcmwUrK=IH1Ur5UuO+4DAiuwA7;KiiQRW2q?gpeWblOPWYm*W>qjT*JHC9yYi-f)
zxA(E9g}q|90(l^(hBqPFQauD{NVd)Y=X3+A^6ycj#h+y3!!F-Yn*Lf6Y9p>}-K}~R
z?CQxg1K`GO1A+WAcJul#&jhWex+I=~Hl{sH_UL?Gv7RCU-1eP>yxT{CpEILjTeQAO
zp$0Mx@h2Y>DETczFBYjS0~O_MgW5w*-Y!|@i@VHs2mKhoHe;N@eoe$VBQ{wi-wObk
zJ<onRPK1qTcd84*I}D1pB2{^M+OmPA(#JhN*ON+DntT7`JA@z5`~)2*D!|(AvxOm_
zF<mG0Tz)zPggjnW<G6_O`1NDB0OU?FLJ%Ec`=+{)Ee`rmEBkjbVE=MV4Vxq3JPHt^
z<7Bds`%d*PzeQs+yuHW2`?L3NDDb`k)2&tRm9--2r(EGCzg8}p&+ih9C|B!WC!3x>
zQjfBKs(HTKrIJ&^;dInAjnoFiIVg#k;cRFFL1Du^ooFD&;{?NmshtW$mU!IZl1B7h
z{AEB|RjLEFeKs4NYnROYrW{Nil(Zc#XxSZjb+(&Gb<Z~T+smB&d+SsFprR%_vKfOb
zjH8>CM%FK2>DR1ZXpcbtwwV;&*4R7UqwY>k>Gm=#yZq0KoK9`U>2O_5RSXVadG7!k
zp&BF=bo6F~Dg5R%R_tuUfN6BJr(`u?BQ(Har|q+6*IF8|1vo4F{L->zdRja=cPT~+
zqs(P(QWBkntFPMrGfw3g0$RFplmV2G?!ye}2l9+;Z80TOTeNFS8L23SqaU?rfch6C
zo<ibB9fR{C7`yWknOY0iS3g4$60F;jfSl37s9oLu48}$hhlttD?R2HDORvK<cm`?n
z7yxd7vj<L#Cd<BwPS}&6t8ZT6`QJE%<6awoSdC>4>+snf59BU39iM=uRK;?1@60L_
zOOQKYB6w>6S1|YUEO7@H7N%=gaB-yu-hQ6ezicBe!Z;pRrXJT&V{yu(r5)YkG((0h
zkXii87>FSrO(|POF!yN4z5FJ!cQKVO)e?HOn|<){6@kNW60Lr0KT&Cl!L|E^$vF5}
z<g#WorBLOy`g^u8C{dHxvQvvi<TGSwE!=9;66Ca?xhl47x_q_bEhKtMaNKtc4z~EB
zFRQr|d0Ax<V^O}I$ApJ^ZhTXpD))PzJyn*?^1(UKd%0ie4>iUmAOHN^Ag)3$X7Cyd
zKk2KJQGU0bB4horp?&>#(chadmHD2}O{HQW&5b>m=E7JFT>7sF%1N9hJXbq_1=|?>
zIarm&i<zdD(mp#HFh5nEffz#aT4*e!7D_-fD^H>06nErKL)jJZov3-)k|7}&cg5en
z$3|O9HCy$ks;Sxxv>{^~qt=?r_7)2+J)3Z;O(vowl+YE+X-<-47ge*ch#|1|5hcPw
zOxkLDtm2biLJ5`XbY|f+@8b>j63+kx0mPpZ4dT6ji9rOj{tFBS5GPIE=f*T-;Eznt
zj=%=ig#6l&LW_VkzibQtE5L94IJEjp=f)&G_m_HnChW4M==Quy{`NHWuM~x>+23>y
z9Wpk}V6nh^KW?WFu&v{_MmPQ(2Ye-`fpGd0QSNtCGdv<iM*4oBe+wk061guA8OJDC
z_9BXsm<5Sowj2VMY(rXR?8v7hrryJ}w8@!j`r9?6A9LI&Bn9bflGprOh6Bu_25U$8
zbf+-=a<Y`@!LIY@CZl<^z-;a+NbfU|5ROyY^=5~OuJ7+Bp2+U_#ys7d3}U0OnZA5$
z7yi|v?NTd*+XwnnpJ>`2TFCtwe3`sL)Rd}D6c^G(q}>g@#(TCDI`klXhyT3FV=Z7!
zY`?YpkjXmytLh&Yp-&?ho?Em>G(8g^J0$N>%;`E$s7ZnKk}wcF_QNm&17V_hMQNIm
z%g)2b#1}-9tmIreNZ%8^rpN%h;Uv=UYEf)E7GYPrN=*0Z1|tKiomsv&PY9C#GWdWg
z_d&dx`^3U$jI)%f%;7f)VbTH5KHH$&ea!pVo2fDS=~WeVxf8>?k{&J|Y{mB<;Z#SD
zEz{xAeuOAu5|s`{C}qb8lQv+oJXcaBXr?4TSU=b~_)3^KkG8h$3BEwF1s9CQX>p2b
z#Yd(_-2Z}8oRs(@Okuub8JyN`Er^P4>TdM3naY!h|D*hhF+0h8<My)soz<++WCaG`
zvw<h0Ch+?T4+Hj!Q*ngG{-LOz%W6f#rhsaE3-PC#qn$-;*t1{k$TB(!3QR;RBoBn#
z-uxoWq#fqV6eAn{n@w8a^x)53QTWff@%pDG8;q~?Z?K!)dUkMLcWreWw;jH(`!gz%
zhQapz%xMR7o5Vma&2r{>Ll7;`@`ZA*dvuhR&j2^=HCjJR*F9&@yqjkHITk+6FiA;7
z!^<=RFgIWu9IscO&TNLMHW`%yJ1ndGwL`JP`?YXgSs=pO9fN`Kay$;R=Y4=s(EE{?
z&<R@D;^ndJU6g=yy~)>R#Z{>D`W;j>G4s8h6Y`-`2F6FkBG*w{u8GCQtKz_^a}B}!
z5>Z*7c&6s|HQTLM%lS>J`cRK8u*Y$fs-|$vR>gfwRh9J5sk2|5-{1`ElOJSaGOG;|
zH7zOLvkf06ZfalNY^|<9n2BgGN0EK!IXmdXgi+{^zJkDFz@4&!NzW#;4)3Anc58_Y
z#a;0b#UsKT!n9Rd_y|#NoTsz*ND&WZ%C{pXzfcRc*=@~y14x$_Y-PcnTmlcz^_tCW
z+FqVGsfd2Je}LRxvtwgkD$0~a{efK%T~Y3Kjt)LStIB9@fiD~Vw?_8;t|l-U!yGVm
z3C~$*vCXZs2zVd1rHK*J*c7R-q<zcb<Bld09Gl@%Dp`n5;@i$B@QfgRI?s{AN!ny^
zzMR(R)TTSisd%mYUCg+uzK}+ivl5qXshl{ElA;qA(dZdx8&}M#6(uWuj%Hl7<3Ctw
zsd`SlBJzxvWDvpkCoMF2QNov+#KV3%C0I3iQunP&m$-7eug=mq#T(vS@3C)rtKP8d
z`@^Azq1o43<0H~Ef?}TPth?<7UZ`TJdDESROk6~D6i<U7dgr+~xq}`mBCN3r$ODhP
z)RY!#*^t{Kl-mi|2s+O(177}$R~4h=4*JndFFT+k!a7<E7?~kq=UdWTXM<;7032c&
z*qSVZO6z;X0d6Wm<c~>%p4GqOTqeh<lqVR?zbH@e`Oh9L`ldB|bW-WnIJ#dXA3vdT
zdg(FJ{p`L%xU1VM#Q^TJtV8k1HX+rQ0W02EjADkqN$0aZ9&?uL&+l*JX$kg=1RI7s
zel8`-FJ{-)ZDZ`IkY7==4a57(y@X0OC?W`)^*Csk*ylVO{3deteWWSGHfadNPhK&U
zs{)GM+jm7czus@+Ap-J7Faw<k9Rs5e=7uD+>2|fiU@xng6;o!fXI^+<^~v4|A2qsK
z&<@V3n?Xl+V0l;DZh+S7)n~CG?SR#md3ENwkjFHEg;p<^3rpN@<wK{K4&)l!dcC*R
z_#z^tJ_`TFzEC<3T<Mhf8w_>@2~wb+Bz)mN3L-~rQ&%pv^we!Hq<U{S$p7JI!!}(g
zlB}N9+j+wFeebEx4#5qrwB`<IeV0<rI+$_TW>!t6vZ(d8Z*8pQnr%{TQ_34<gTpzB
zNtgm+GJ{X4(1IC41=`>=PF&;TpcENVJRq~--AbCUimWq1X&zDs`K3K?ZUZthw?|ko
z*H^Ai<!N7pED2)Y5!YT)ip6_F`3WU?-A(pAWp|Pc*Gg)VRo4m&u=lMQ_rhi``GcT8
zw~s!%u*>jLTdP+xY=<Q>GOvt%*$#;sU}J8TH=af_*<Bx}T(97TN9%398vlcL`3*UG
zc<IDR+?49n1$CiaSzmNm)`Tq!PWm6MxpRB>KL69v;S|?9!7ojWNY#{A-s%dTd(U}F
z^DMjY9OK9$rF^W6i~LFA8#*T*=;O)$b28ZOS{Qp#7y&=$ux6?A@^k5j(m-Z2$q6A^
z;PI9Lr93tPvh|lhQi{#M7yp5L!9*wg4N-3n*s0RJzSwa}vOmw#g+g-p5jI-jgO(Np
zxaaC-e+ZFuUHnPz4d+84Ia0{iKs0TyO(VyjWEi>7|LRz2bj4$09z<yx%hsoxWJg-<
z3POD}zktxX<(RF9IUVCzX5)%Tg&j&f42ETN_@ZnoCUIfG7OI`Lngc5F7X<tjxt|FB
z2W+rm7BIZs5B<;-Fa2wB*Hi;#Sm9VIjuIJ0tE%zd>?=tAsS=6__{O_PRAO}0eKyXY
z^f8VNC8}A^7%qA>Pw&-z+WEiC<*N?i?2gMX>y#67fviECO}&J3n%`m-{N(7c^D<^!
z#5_<hYIz9D<#`H8$%$0~FbOeiV@yP~&oHcIJ9o>j_64tcr68?U5^R{IjO@kB!BE5p
zOAcdHiU{h|OeV8%_5HLUN^neYUhuQ$py!n5N8iVFBz0^7)(VWG<{Fp`-drDKbF{C9
z62CT#Zu1d~8k3R<$2`qVqhD}{^Q;qXzMp8nZk4(FXI04bjNsDy+s^HKJVu)hqZ0ks
zZK<XkswQKm%bI-t`I&z+EI=}u@=vyC`TkP+#|-|U9!sQruOWvsc|b_BYg@<Bh&-9o
zNKNBLk6Mlh#6!P8fc3V*hFlOq(I?dF%wmQgiBJ);c5rCY5Ef7oD(m+S-HO>ZMTSnw
z8a!l~@E1uNSp>ymq|ACBozQRxjV`Jsl=uCf_#gHGl2E8qkGE?RRL!%QXSLY+F(aSq
zOLvpo@a)af810DYK_1Vh1sj^ocylK*5d&y<QpF6YF|KI^-&M(Z*{Nls3Cio02&d;I
zr&M@RiVwo%!r*My-?#;*3rAb{P$kW2getEn-UlX~Fd?w^b#6?5(ebnaxZXaY@b(K!
z#ZlVrbrsaEJp*e-;6_f#PzVCTP=h#jx1iLEt^-oocQ|+EcA1aeWL#D^Ll7NTlmU$;
zOD<`CSf4?PI?x|>mmL#C(~MF+IsCD-?N%%*fjT$N%oq=OrWqm$ft~%K{fUS0`PkK?
zJ`TDCLd*Mb<xp}UpyM+J5egQ;y&UjJRO6xQz2>^_)(sRoQ>9xbdmM;_o<`&vPl|WI
z{)eSWl=gYcTy<@-$-yXWh6$iBaR&^Biy5!JuF3Sgvoh+jC&%pL?_Cf~2+ldIt3;jG
z5n62Zw#@py<z&H2IvMk55JP%?rgmftiB|FOhrA$&pa|tO7DJ3ETq*4#Ox4h2S;Ykz
ziBCE_1jar{@}|Ngn?u)9BH+lzaUS<2cdl_CaEddz9fMz-K@l&KJuI`Dm1kI>Mzz0r
zZ~~A+Plp)S$tg~9PDwl_KM9@5%>95zJO$m;c$sGA&)KXd`;E<`j3y<hdfRZqYxJ26
zLF(PKD+rL_yxnq9{8}PN{SyTrJ-K=n2za_DeVmZ#!bwcj(9@neVuS+6zd{(54g3O}
zqKG9Sbj?vK-ZnnS+*57Y`ek8l3<`s`=5WbfABp`$XM{qZUEy%oH@QEJI`845;Nq$^
zzk+GztiFanPbln-`mxRBzW$nxm9};~nxU>kIG{lDX6@YcC^G0+I95O5#dbk2N0{CC
zSWx1S3{3trU)n`UcY17hVOsloaH6AUP9iA9f$_uo4{<|0ME$LDR6J-zMIWzx5IZ{u
z?|(W0lplP04y?(+PM)v@mE||WfkA}=dg~!Zj)U5BXh4n(7AMPxSN|cT{|a)vo-ot9
ziW4p(Now}{<GGq@1XXVi&Z~XdAWnL;vu{1)FueI;Grf#`gz`~G#B0y_*eT_S5#7Kv
zURP4ChD_n0F5L8$Jm=uglOgR^w{-^_E20)mr7PYZi6xJoEAiPVSxm9cm?-5-;4ZQ8
ze|FZg{M>AwJGD~BIk|k6fE(Vqa3lIQ?bcpY-(Q?nxTcxx*4_w*ypkwu*}i|0TfoMF
zmb{WNOPKmilo`ST_shLopRKLttHgnKKP6h;P*HG}j14-<JDN+Hiff8KscaIqF)_k@
z%B$_3=kPH``B(a58FJl;`UV*bv0*{-{P|o)-Lv|8W_&LZ(0yyWA4+ylgy%BmK6R37
zIZ;`KB3&L@*c?O1xyaN->)NvZOc>#i-QyU{a(XouqBDxKO^MrL?qXz^|4pmKTBL^V
z^@-~5gwb|H*n5E=4^sCNk8VC~-rR5T@N;atw9pZ#ls<3ubNba9f8WDL@1byhtTFk!
z<#NuWWq3AFgU4`P0ja0QpVM4Ab$h)r#VLt$6E&;^rRabI+61L21xXP+6j^xcPWi<D
zx9SO$<u{vJQXYQP6AR00du$E(jd-MT00tr_F84vcRW1X`bwi@Z$SeJC9mp0Ia-BHY
zACJXmQ=241zPVX_cF48}J597gdPQmWlR{m%R$pg%exOUKFNkaUd%f}Z6=PPO(k%_1
z_5)EY{!+@CRt3rl3)Xs^vH2HVkAq36hHV!$qKXAn@Et`&2g4io28ixyWRcu_a@9Su
zW=#`zRypz1KJnK6RS~ymq(J@VHI5{Clv=E_gj#f<h{Y?F(@FEkQNyE0K{$4LD*U0&
zrL0pDgTBh*Mz}N3egs9@21BS-e|n^I5}$gcj!3Hmrm4{L3wl-~>dn*iSrjRg20)ve
zlsGM^mq5_ZjTyW)WL8%67Z(*5Qnu%?3w!EMGr3F?^Cn^V9^ISe;vvRHVZk{C)$|{q
za|WTTeNnfx-m%PdPdg$B8&bw0;A2qaE{2YH=j?9?0XInuRTA4c6$j0eHj@r0aheTA
zBsL-aDj0(uGhRkx_5{U9BMf4(O0xUq+Nisf9w<WK)j=Z|pOz#T$=Eo^*f}VK6zhs4
z4}Gh~P8aK}h}{+!!%X)~c+wi(CmdN4-FD>c+o$kc5lb1zGNPNun-rDCPa$HsSJPM1
z1-u6iKN*zbSY27wRvDA^@=*6#NrXmZnd(C(ggB;M0k2#uB>v7v=RzE2MF<{EVt;YP
zBt>~E$-E0K{72*1tF6<CEE6kvR#H^**;@?j7w!k|H!TB1G8FV5Ru2K|^t%9thS6{+
zN?G?s@;z@-6_&}dP9f24QW_;8b;8q^*n&idGWm=`43_71>V#EiWOYcb0)MGe`J?b4
zwk-HEFQOUI{V66zn1VRhC((?*AZE)-StO!;6uV$YrP&iZMOt(}krKPDRoWXh+AxRV
zdt?%gAZb?La}F9`CA3OB`<m5i+Ua0iSwuxL-{MEIC%LZ>4^A#`>bz?r;uHl#Q7>F(
zAurB%abn7a)H56oMoDQ-19Q{_*!tLc`zx^$)!9ft<0KgbrfK{YB6Hz?WUA$v5d5Ta
zAqGBLIZ2m8KzP*Q?gM7k=}4%>$A7_UsiB?BQ)O<41635v$%KsKa1y3fiaK?H-mg7+
zp-2hIA(_)!vYxb6cVjL2(X3piHser7`Fqx5MRCC%TOz%Emf;5&UcQ0WZ#VV+iCbci
z8so`etsXA&rT)tH;a)ZKC=`}V>2ZG?hIS5h^`-kXH@LNZ{}UadF5t3c(US>o7mi$7
z7!2%RVd#C0nxGo5X4S6VXK6?3Ob=ZUgD+;?fEaZMKQx(}N+KcFWTt`1;*}-t_viAY
zv&$pw_u`v`%Cxcm=85h$r*dzojAy(7{%6EGBY6>vlEGXD%cLtbB=DNBq{gt5Uc-kH
zDx-32v5rWpogf!VJ$%bZStbz2patz2TX5Ek>{6$dbT#dy6TQeu*oDsL1Y_cz737OT
zoQtG@#!tKE@#M(^j(C!8O&LO`(;C#K?~9qb#oppCYnF#c*W+7r>v9`zL<9&P5d?|u
zXyJ-3J1j(w`!<~v;n<=J4PzLog9P1#Cp){J+F;wl$XdN?I{9d-v}?<a_AHSH4oV&c
zE#R*V%Y8C5v7__&+xBY}e(WTKY0}igrzULZRTlE@ufBAogo1CRjH`b3d=E`+RJf%2
zjqQi;i*=46h!$^Nbk1t4=W_SRQmbv#Ot(ML)P8tqoLE*O(k%`IvQIxh^utJ*tCX2;
zRddo!6{#YWdHcG7$l8t2<cp0P`*PkQ5c`(dmCuwPDvM~|TqN!c0TFot_uOZl4B5}~
zXaySmdTcl)WZIlfW*1VBE3oXn*y)M|FU@Y5h7d90JtBI_*2ztgBG&E?BJwP4!$+ir
zvA>Z50vNS-k9h&ilEBSjOvFlo4ZW{7HE*<oe478NZz9goB=p%(3NHvf`&c)Y^0eWL
z2w@5%6t_c~jgDa;(5#il4g|ZFHkc0r1#*xvN9Ki!oE3M{F(`Mz&?niORzHx+sdeUr
z(@bK-9c1%pgW~<mxu#hj@6M9<tZ&H>nAIIfAc-4@qFh2FoQnH4dta<^5y5msMEgfo
zc>g}XsE$VtNU|+GwGr<a4K%9Fa<Pozi_G4v2Oy!n`X3_0xtTA`hlt{#v1WV_SgVV;
z+xl}H3GFu-UP3}>oWCsasJ@&fK#E(Pi|aFzz8&U4xqq;v$j`<cL$_TYpnnbhSVDjJ
zX8oh2>xDW7Ij5c7yL(&60dm&wk*kD23R;n|q%aM62i*@musevV!$83L?nMnezdz|{
z>!>WoK}Cju$5^}+6a_L>=GdES0NR2h%cf~R8~=4i+)&-H`9|hs8<QBfcxB=v?CVHB
z?t{6d3b5f8PzFcMenVl6t^49%tk=MBIl6*i$>&A11S8;BdOcF-9G=s6{GQT8uvJ8Y
zT2?j#XG)_4JzBU%^Fmm6(3d=SdpR#+`hG}asr`uGQ|_3+zKqg4x`Xg^kHkOZypFR@
z3fNw&*M*J&S+?;MJo5ed&{_V*4VQcXsX4DPD3<tB;aHS77&Nl|75oKknjMP36X@HH
z;iX)gN)D^JKu+vMPJC?n2JjyPzj~v_(2;zx(AXieyXwguA?z^#T)I%MI?%!8kYdAT
zvEPjpkalk6JmpX)Z>~z*JWuCOrJE9seM8`p<mI)MKPIeb8ZYYyYVllH0GsBm`-Y_;
zO2iF^nD3qYy2?Q)!WQnWX2@5~&QxJ_#iO;ahUA25vdOO~wSOXn#k?JS_!*vYg`r2v
z_4oVVKk}0=lM*WWcJHz^&&B{r6mMeHOJrG5yW9qk0S9s*n%V~b2Aom^BIiV=Lq~|S
z2}LBXgE0}m)7A4*Cd6S}W!uu~8s~eY7jy*xvThbB*7@ijIzxO)I<pIV?JEu%r!)ma
z(6)54vhU9hw|vP+90rjTT-F$Lhv~$L8LFj<VhJ0nfnuSC^8nr#2XG@8fD9A>tV0ls
zRegp%4@EU;MGfb{ok;c%QS!YP4PJfC?)pl)Hi8f!GdR<5!eH3LYMrAXBqEQhC(#N_
zQ#PZ*Wpa72cqTLfVczMDF6DsH?o4E2$7-7^?NB~<z~D7yVu&P(+AE_fx4t*bjnkk>
zh}R;<)~Xq52O68XR};ciklVKs|JaaiKzm679gHb#R*gGa--jbClA)~#&zy{`^F-PF
zPUrB6LJ;9{^|`Yq_QUO!UgEhScsw~qO6t=(vVCmc&ZvwveOyG3B6J8u;{)7+qgRrJ
zfw-I|T<4B%WZr82#%L3;K_azaK1xAIM?a<!o%iGmXIIni1F#U5QKgC@6)Rf6n1u*-
zU#(N?w@yL1FLF}<kuin#6_5~ePOI_~5<RTQ;Zg2*go#jVSAwKO#Flp>%N#UCLnaFM
zb>p(5u+@|_T1xYFm#1($;!af>BSJu5Qixq_0gL7+VKX7{B#sk!YZ5#pc;<$@M+|{~
z+u)7jZOISun2j+r3Tt<#Hn|2-=epCPRD%hw#onZ|Mv*n{;&x=fy{HicGIP{g)QFEz
zmw2UDpOuo6hPBG7PCu;PJ+(Pr5sl)=(w2D!T?m}RSOHl^jpdJt!zqU$ab5bL=vYq@
z6?!(tU2Uz3)sb{bb@RlMP;j8V*^EsY>v)0}_!KmYoH%J<po2$w%1W|s=(U$Pl0v5U
zO`O27W-n>=kaSO*mR0z-yx4*spxJtI9W(sEvD$iVjI>XUj5gtfdM)2XNHYEI@)HL-
zar2havbHP-#Yid#Ll84St_Z_*@<yE|Fd74u6<`5$EoWjW1-e=-n9r3GD_4UlW7i#N
zhuNRnyr3s@3ZhtSwGdod&W;x)MNIbMp#xcrbuyyw%%D3gdrHN{BbLz(ewD*>D2g6k
zQwvb`UdXUL>)M@EczuCX7D>H}-!VOIG;uiJaB@)5qJ>S(`2fiWx=E7)NPQKE9M3{<
z9BWM|LG3MsC_i4jGB8oOUG#x=Ubc5Fz-X*eR*-r>0={D&%--Wh&q8MLe_5QQpFI&K
z)ByDI@Qu1S1copArl#{TbMnD<H}s1{$0v_cOpn0T*$+8N<S5n3@pGVTsT%wuKH5M@
zJOf~wtN=_pULPHM0Mon5I?y=KJ9sD(H^yoSpgw;fj*>|L`+;`bJ<1G3IK8DaS!Tl&
zf^kQS1SljSAoW7A*5cbMN;v9`KBj;|8q<hgS{y#?TUp;bMJ_0;lqVkh6!`;L*MM9w
zg6O=guOK<;8oPjQcgMe6#5+6h!$m|HY$3HV3yd}?+_T6LX%9QxkpoFF&{$2~+E^F1
zT~R|Na0%-xY$rOnCMe}FRcu<P`3i$5UFa>{*hLBk5jm%$eSOBp)pS5Ylv`&K&YFEG
zhi8II_7)ujmzHDlkGsY*k;>i!+t3N&!3qI?gAob9P^gJ_49X>&@o1h>p_je6#l~=9
zRCtCezOs~h$TFcv!eU%nA<Dbs7j4IdjE6sT7eoXHX}JNyCBP}A0Z1esb8pi=aq@lz
zN*)kUN)d7c@|q`40%||Z>YFsF9S_Ae3FK(i4UxpVw7rjJOTUK!o5bM_LabxQ$|xu$
z8kZS^#L8HrHY?(ZMZs((F%&A?Y^0RD(d=35$eB8=dCXQk`l@+b|I#PFcNhCu$aUM2
zXu0QI><>pCo8x1{@c>rFyB0r@K!CLfL=>tbhVx~%3;-Xx+Q(>XlEJhTIe<s!1n&c>
z%d5>e-mz@}^2^J~?@C-aWz<v_5SzzJc+h5dD~cc!3qry7ckmFdILam*H9XD8`YVN$
zxPxG$^w9Ge>XAntvR}Fu6OqGd_LrjD_ALl;T<XVr)8K~W|LzJQ*#5a}N4)2l3QBqZ
z+_Imr8~^~=&>GIF5-0E0&rShO3{8619c6U(1K{{o#!e!wvK%;F3`m^LcE(mZjGLAw
z@L`p7AVd>E=OYl}@fv5+s(4_ceNfd-AMooHDx7tlC>u*T!whkf`0m9UlE+DD1uhT*
z4UVKozZ6O9*+i2@wZ^>er4_13S7m-ci%)-GF}@_H)o05hH{&p>=iJ+qWDa<vYKX_|
zu8h^lKvyu=Ac|x^ppWF}q~F$Ye;Js)6Yv9>_<EnQXpCdtYw((XxZ4>aOoS>K8B@_r
zO(TLyQR;Dx7a+^PwQFM!mAv5YxsWtywE=lWnfY@3vn16j6`c%;ioOa^%JH1h=Dz9G
zoBb@qjgCTqA&Kb2HWfiRpzrJ%D&CV41c!R|_3lFc9k2?H(kTH?SI={WF&*Q7<lK}k
zj~1NLuvh&K3{izmGpCe95krXu>!sM-=Y11nB)i^A)gBvuQ^ARHZ1{M>`js0ZK^TB@
zgv#asxcBF?<9EO-7WaV#pPzPAUAG-elR(o`6tf0m5SR`pC*~bR0-grat3f>ELYA4(
z%FmXFWNGL`D_bFb-E;AuOEjMrP|2goB6R{!WYIp*+zb-5=$!`uBq!|oam)xI1BUbC
zBk)fY2C+`zeTi_CsyOU6iN`xt_6)YzeSO?D1m?DinfeIOh-sYMrymgNZr31MRY0aq
z4`ELO-`OxpwzWo7hzo6J)D_ZBm-kV!qR+-Cia*g>2p>6}2oVxp5E6+#w&)H#1-8Wu
z>WKn5rQh3*+^)G(U}Fl0+}n@6;nk>2fEQ{E8Y0~0xR>?>-CW@kjM^oJVdbin0wVr7
z=u4r~WZ>Qau{^MqLsqkqIbXreMaL!^azJXc@i4i9pAq3((m??5{j8^T5^VvNJW#<C
zm>kwo%hE}cM^}f3VL^Be>%a^>VBco|`0g~77hP&vfLuTce0GI!1l!U41bV}-in4j3
z;yvJjz4ZGMh<c44pwF=3ws}bKan=*h5+@ATg~|uxi4S1{+xqnx<+!7O?E=`McBQRw
zuUsC0<cu|`ld*^mkY+kU?kc7LU%v4L9l&6J42=R4ZKy|i2SHLm80QYHj^Z$|UY4d@
z%Hg-W^&Gunf1b`fFl|L@7u4dfi!6xtqY1b9a*5Wlxra}cwSUcB>5@wImve+5{03Fx
z&B!j2N5d<V9II(hDS>IiWau%ujb9f&?!&GEcK~}XAU81&Ks0=YTX597|43J&hQnZW
zDQygKa?Y^Q@oRt~73IfEIc+ovOc{-~-y{FDtoKgHZM7utte*e?RtqrweReWMQ|YHe
z5TqzYsTc+Z|IZ%nC0!mX%~(1Vy-@1h#Ca?RIV)n=>%Pn^DEAOy<0iPOmr%*3jX35M
z$uER9(#eoHYQjKv{k@H~Ckh7mX_|d3gZP9gaa#Sn_g;t^Mr!LsKfU9PZekb}Xl8;^
zUTyG@#6OOqh#{Wi7{WGfpkv_9o|x$Y4K!Mmi%bK^Lqk8ZWlV==cmZ7cUQx;)!A{oj
z27uMF24XxXvW1Ey+$2XRs^aIxVZp+((*V^<mQ|#Ycp5{`W84iP%R2NuazH@ZWu8OU
zQzgnaE6S4z(drhZhs(M|8Q~cOA<C|3%7k>h4*zrL>lv`>{k_e@%6;WbZUoqyB_4;$
z*Xc$gDgy+2C|xl-4tFUx)+;FRR=Z!|UF~x&yW%KOqRD1WRO0sNJxB}NhM26z&zUW*
zm8@;vSjWR=gu$qCjfRMTB!(a|&Spr#?mT|5h@*Li!M~gTjs8l|(d5xGz~cRXYYtZa
zsC^LUQ@I$BH1<$D;edQHSgn3syY%}(O7G4~ZJPVjg)#v^=`hO4x}ZQl{C2)VXy%oL
zEwbeu&pUiITg%9W*OQWVB}t9gU&?suICK@pKDe8?P|z~sE##op#WZurqO8f*u?A;#
zVVB6RpX<-~F<=bY5O@gw2M)+;VSpa6hV1au+e5i4j+`sZ@5B7ByG28P`_6w2lH4CS
zP_4j6apk>SR#E30kSpY~s0&mv)oB+XOq_=QrYMx>j=<51?Hh~c>!YJR?@YixCe@lr
zLYfXvg(wy-B_@TC-0rZ7%q7zGpO(I2pl8g*VtJyLWTfX_x1-gTrs+cyyu$BKAakks
zZM46*;jMsl+DZ&G-rA0O4C`>*kJ{h(2$3Ib_;b3*vv6N^k@j^R5hYx=;S8_JL6@*u
zy-GL#a$Z}g2jKQS<}yrNj_{n3{XxK+u8IYFrTNoLf-t4ClvN`V5YMJYZJZ1xnpdpm
zi~~T7Hp)t{EZjQ*NzFD(ada4Trl`Ulrk&UX$|rHL=t#9y6|dnyGNr_OosX5}iUrb2
z*kA4^6Pi6gz)<|IM&r6QBw2GN3!@iMReLEpJ3p(<E<!lzUQn5q5A{jf7oTh~EHdwr
zxao*|ayr%q*OQZjJ-Bpl@T(rHCVlg0!bsV;tHsgTBfYYgtDZ`CK~huaT=LFu0z@w>
z_4J+QZ>}vCRZ@nPZV2sc!Kn>wZq%CJQfR(Zcx%YeVZM|X>2{pnN^6i<o#*CRF+IG=
zx)0z5<`B$gQY$I)Dg<WBr8oF5e_<a@q-AAbG^4;fefG&_LN3%xGDw<u^UMd&@1<^2
z@GgZ;5ZC=2d1JZEZ(V^8zEt=qFiHLKX`^dddMDd$S|8Enxz-u59^?d2r}p;%^z0O1
z%5jeF06QV=1#4j;9t#7cbW&*vAjJ3@8^Vu`R>;Tf1TuKq4y?af{~f3imG8%<rVtc1
zI0@x$2sJ7CV%H=(sh5LbC;#{}h#=YfOnGz?;86?ak_&-lUqgiVh^s|N{M4IxSuT-v
zKB%>@>j%KNyWLmD+m{-+FVPG7ZDF@7PDvG~AG+He@YmQ2cWNKG?cX!Tq|^FXZ#JcV
zM$w8Zv}lg;n>FVY%2Sr9pDT(r0lLpf2V}d`k2aRGq12k>2niT5%<Lij+P)9u<eQ!e
z9o~K2w}^$(CBPyiZ7t~<y3l>y_h?-uH;3zmh(7eMRwVGMI=_|XrFHY`%e~}$x!>r>
z)X~K2{W6y1;~z5zuCSReMPA!89-rmbIw`+npSg6OP{ji8i>q?`SYM)kVPq`P<p0e)
z3^GiglQ&nx9JE7fvVk&2en*lxysA@Y4sDGB#l9PJLmY68_qzdbTHt2$6}m}te$`+F
z0W3o~M|R0%JX5mCX-M;r4n>&jDj*XHlD3gu*Pc2VPqObxp?dy;6By2z@K&F}JcTWc
zBt3$?wuh&_zwaVVTmn|~(F+0FiET7(_AJ&doo%~<w%a9)FzP+^5ADu1wr!o0y`qof
z(l`XAx%AN`e9|aV%jh76uDT^OSt!sM=}-ia%FlnFJ9j<{T-_nB0<+CdVKm}_v;V>Y
zjL#N%4MO!0udORfZg&BmJK%Ju`-&@O{4Kv}qviXXiwbS4#B5G&%g}Fc+xMm|q7Dnd
z+;az(uH{g7TR~M`1R*FTX1Lje2@wR%wTC07x`_ovMhAg4JcOS8QMmiQO-U!xlP@(!
zrHEnk&EIR~P?=Vdi4e~}zX=7=CiQ`ZCBEID4ypCWQeNw}TZ15mwfgM5S}+E`Jf`96
zeQzejZbIofQacs+04hA9Qv04fo(Tlm8&eoW%4}rl20D=XzMiUX1|>Fw;j<rKggh6&
z2Hy8SwELq+_z{T>ADYLM1#&{+gD$rqelr%G$ZJtzqD<WcdM2rU#e3Vl57FIF(_|#O
z7B>Lg`0m9_EU4u6LV;pYq=5F#*Lkc00b&)yJ#zbgI3~^yGL}h=Voh8iejtUU{L;tN
zmg_I~k2Be5(uvs8C$G+=D|m@s7A+z71qum1?IrZmzV;_+3*4P=F6dSnOQP`Lel7rf
zi4%FVl~^E_yK~+bgyL*2<FFL4K$+z!=-maUz;eXy?f7+R37A9B2zk%by}tjQ6j%>F
z871X869-RSlIx#O=W-Qa;VpCVsq8H$*k|!hb3C|NZ=T$WUsr3F1#)pRe$FM-B;{kS
zZ$SOev-i(sKWG{t==K%6_KX5!azXgQ4_qLWP#_NH06E>R;(=16PdV}e;%Z{W$DT~9
zc;zb!zT7V~2C7Dx)PUYAtEsSRfeZGBCFRmJr+LP2?%GJDHyn5NK$(*_EiVS69!a5d
z#xU1jxVXxqYcm-+z0ZJ#WFBQ>GxXX;gR>)^oOs>4YtJ0`sZj#GSSlEnZ#jvP;-E#c
zZvsM*zJ;L0p($QH#El%w4>_sLI*|)c>CFVWMTmi(9|Qq%tfOugL`c+_b`Z0rCXDMl
zAP^sj`oo>^#H;5m3b`$nT&DXv5cLRGMr(_s0v`ZJ*`@yvQ*Rv<W&g$t?~>92(xo)g
zy+}PscPU7NbT874gfxhBcS-lsOG^mS4U0&3H=LW_`<|Kek2*Wf?C!naxUNrKqUIb5
zc)(GSzO3%0pP0@pL2(lQ55{dOVgcAcQVoMxxt@Q00?^OH$a1QHGe!l+y!!fDJHSf9
ztNzy|egMax)<V7)IcEOpS^He-XopqQ#U12e#t){E)>(eZvU!&L62ZmRYmb}4?E4)<
zoc6CT^u692aB<=4i$t>>nvoyd4sTXP5D2~B$ST%ICn`PZ%#mdBAHD5eq6)?0!_oDD
zT>-0Y+vx_yymHKN_y?2V+m_)7sHG4=IJE2(fgJf!AjGeDaa7b3@Nq`B`(sqkD|ORe
zt<3`n4|$4Cp8Js5@Cy2tFZAPHP>{p()?izU&>?8?gx5UsBP~aOp#>PmaVkoL%mi>2
z<%SpGYP!h@b>xa9P=`GCTN@-HaPhRty0iM`NYJFxa5z@hrqcP0P4Nj)yECJgEqVNP
z#EOt|LdotAX!|55iO6rJh#w40FSUfD**wyC@l?t(`)7lKuozJ+j8`T97W@Y!5!Qvx
za18=xnUT?Kog=YY88@%*7>bz+8U*dBKd@pcZpm4f%v<+=@e?Wz^6%OBQtP`GV|=)=
zLHfuakI~M3os-EkEP9X}9-fjbr%7~Uk81PZnQ$pnfmW&BboH<m9wZ-lyp}FNK@jDz
zf%<<txNR*koNO5r12SHL6fg{DzZL{Aq2H*>YD@o7{OC5vgONWo?|r=UwO$6m$U_;y
zQC(zqy+#p^S4}h}^S&G`s-^RLQ9i9d<5-J<cd|+8LjGu9@Z9kXmjZiq%@*0-PJL-q
zXp1t#0XRBirW?Lfyl0^%EChwBdjXba7JNq3v##-tiK_{WNs3AFGF6Tr_E~C*BIR-p
zT^y3G!-X1)QBNU4&ubA6!r)~&iAd2UYZ*7mYv4vrWh<kG&KkHIa3gc1qoJRU;AmG!
zFf!v)y>ofF5D{wY^g%w~EWH?tMnxu`SW{%-{$cUjD~F;;(N62r_b^e`WmHwxc=Rm*
z;0Ek+BR@vohYy}O`rlCi46~#$fWyZjbLf4SHvy5fEWE2Bm*dX)&7dy!3K{3nBmxs^
zB){a|S!e++b}Zg(R+-vbK!ME~`9DOfiQW7oJahm)mbrPx`D;Spa|3vg=`UIF!DGA@
zd@f+?8KlQ)04@OK9Ik-9sZzQYJ)DW(eK>bc^g3L64DNp|H;JwmZC|>5)=%azP*4ww
zcg^Gj3*rIt5u!ctKy2i9#+N9`X1(aC^eWREY0M37pm_OO1tbgk@!!aYX||Pv#|I0v
z==#x>jDIlK&6HjDIrM4I<;`?p`)1MtCw0;tm85b5r)F~ziullQXLWK!N^bzo0`e#_
z#}gkInbIXF0D;{y&KDRqcs5E1;BSD%u};b{`s@1Q?p0R<<FDM~0K$d83ETu<xi1M#
zzIE($jAmED91HgsNook2v3nf8mZ8Gq_|+nSb12=O|7(R_Q(m?f5rRB)f<B=r*Q#q0
zbF0hAp7H+gVZ1e7I5oYfMPr^I&H&08PxmK$qn}Hq3L%>0FV=~BkpX)Q5cq91iL~_Z
z$|R}4;PvyFP${GEKB!Cw{yV*iRO^qNH6mnZB$|ptvz)?&316P0v-V&swTMK#)3?=I
zexa$1U1?*A2WQlPBUJAWNE@&eg9Y()v&yxr0ak<TNp#?jsQ@8jMt-TwQn|V?>l1x;
z(PRxn9?eQUMH>A<$qIrH2Px{~aag7WXbGERy?TkX!@c(gDY(&zfjJx6n;>;`-nNq<
z0-0x;|J?T;3Liw5t*7_@l4+Ugn&kaJ4UK0~#XZ*2cs^$L9J~s3fwB>?Km>xKVI|X{
zk?cv@G2!yO)FKPd{?nl-?8d!62e`3G0-WwKAy(Ug3Vabf>1eXwF+@sr{y!Y%K7erf
zEeP1msG#Ccy$Qj!b^*LC=INyL6u`dbKyaz#!MNvt&F6+WpjqL;G*Bo_iPp*)1C?~+
zo%AaLcx6cW=kS$j!@{|kQ7!eIRpf6VM!l_<u5rU$6Z5Ex>>pS+uZgNZC!!!o-TOk#
zke)#Sbp2+f1Xp6{NUOAEm@|$vkxagy44)c6*rDpLX%l)pT(|<&Ly==~S(O+Z14kwz
z!zxmfh3VG_Ubo6<kkIQ#qVR%9)0oKFgAat85TP1Z1~BZ!vK@zlV8jH!dLExA;DVyj
zr$V7r5#0WU8@AF<nO<AfuUrmjt1w~RRgB-k`em=+;EtiN|BSz08<9WqkW;?2UWYA*
zQE|^y_n4Vj={QlJDBLyLPwMo8=jl^|?7Xeh)z@I4b@JA~JWmNG?|5y={B;{XyxG5Q
z(LkqcERw>B*@+PasvBAfMvJ^&w(xYczJv2gRdlF@(M3Qymq~Z88e<63vH~tpa=um%
z;zg$v{s>$<;Fy)n!*>(vlk<5mSp?X|*kzLwFAp%7=nB}dnfHE)Q+0o@jmZ?&e7Q-U
zw3umc$$tm+&TCDOo2@ixam|<7D2PwVX)K!vt#uR%=n4EArXt7q1Jj5k;g5$@7=<>$
zD~_XHLSffDmkHG5Wz?ouD+xAqu*v&Z{Vp%hII0<3VsDE_6&KKDwFFCH;bj<<e%EW%
z!1ay~KdCqVZpN{ZCF)I}gtT1$IuL#7S}jMf6q%zo?Z4hrP0avFN$c^vzQfjo%_Q+h
zlcr^suE<uVBvJQ8-!aj^Zi^~W7H{>-6;|fE{e~+sZ*=q3oc+2ZF^PHqY~QQZrgF;a
zqYm`_&dx;SD{%xIxser}2Ku_r_#ZPml?U{_&^98dkrSQz(@_rcUXAE6JcxEn1Q8I#
zyOHy7RZMAR-uZyH<k*S)0j6tk<9D~;G<Ipe>U%k?<??UEyP4+sO>j$%j^<2bz)<Gc
zm#qcL3G*QLIg?ONxF=j11XN6Y2Z2}|5Ws-XrPwn3;6ca`R>mK&?#_Ad1ug0tuL2ll
zuiiCT%CEZ457V<z6vA#3!5H!VvDpxZ?uK|KBlq9@`%0vOD?`^#>w#ZBs`VSVPQ$p(
z&G%EdfgntbVEa!pvE-R7`IVGH5g##!hr-n9WTPl0$fy(6dSp>HBJh*Z&966lzTpig
z<VtdmC9r<Or4lfcQ$s7mrWSx6|H;ADAmcGs(`mMYBXY1Qm!5crUMq+zJk?G#J>_&f
zpj{pcR;%hXm#eOV+q)-P9iOs%11IuTpA6gQ4QKM*#TDEYsveiUFWNs8T6QXWU$)XS
z`*Q5W8Q!`b%~xr6N|0P_dpli;B}88TgPQ>7X_fyU2~tb-LPaVlX(j<bq+jtlq+#&I
zpAQD9Y+r){>AwaRU|cgRps6r=)Y3LjsBLyfndyD1z|3d%RN+!2V2=V)RYFdFboJXp
zwZ|hT@@F`3DrK|?q2R3rrZoeg@x47i6gBO~riPTGlNfz*8Z#6n(_D*wCsd8;CS0he
z(}m<wJ0!oXf;%KHvEwx{xZH9&;}(JuF{CgX-vUg9cHLQs9*hiZY6)iG)BGmTi>To7
z{+wJn;^gxAQwN_lT9qqCbkrPKtFc)<K?-?|-!}#>3AAq3TwlIxS%&*FDYhRb80^KF
zNN3h+)hbB`HOz*eQm};Blp>aDOt-3y+pv>H_Wpd;K4s1nZg8CKP~H<Dxj!@7GP)i+
z<Afa_ZDp^vYagxaQTxla-=1QAR%M`Vk(xxQ&vQ=%RZ7T^3)p#BG3y@JcY8u_Kq?iW
zGt_P_yj=FzWO(+eL8PmdBcpRA%4V?sF!rFv^o`%9T9+u_VmZc|O!-v}@hXYYQ>z0h
zTqK>4^8vHtTMPN9_%KqS@nHogD+l#_w$>Wj1!|gL1NeBxj)B+t_E*7p!$QeBT!~1B
zMTar*!w#SM+A#cvAO3!qeI(@s=Q~>xH)e|@dg6CJd&SxQ_dAWTVmJHw71@5Ui^(hT
z$A3Yw;`68DGgr(ser-2Fv4XzG<3;Q=_DiR0{a0d3$18V74v&b;-!yHl*29Ywt42*H
z?XDC8oed^u3+{rQ7l%a+dx8~y-s@>if|a^WYtgP0TEMFmj_r513&4cwX1|Se$Ig~-
zwTIKwdxkm>Gpvqn4WFkMHma%&Zg10v4ZWQQhxj=)4Gk_P%F0MOPtnZBBR*m!cXmK;
zY_XC$1pMc1&yveCn#?wql8rL&PFXqI&WAGk5{Sk)b-BIAYv-|&#haizBdCg&qeiFu
z_Y7kr-t$9I&5>Ii-s|<ePZK#SUFTm8at#(6p$~r~$@w4!;DG!r#aB=-Y!q1UYeGf}
zmSnW#HNBuyB;1ecf$Fciu0mh_{XqzwK>;p9XN_bMXqOdtLcFBVMuH~a{1+8CYNTf<
zK`!zNE1}K}t;r>`Q;DM-Dj%fiB$<nye(y7#S=pO&BF3mt?~v}-IN_Wg5jsC+yU5(r
zJg~T8^o|*a7R>T`o#U+X$|c|zyVG}o88W{n+wC1=@FZzzmiy>xa~3KVG218u;Keko
zw;J!3#tN#1u0<x0uyAsCob=sbb@TXlwcTKCj%L#&c%E&IWIlB-d5)o*A7%(STXu4}
z&zvO))or#NFYRvy@$B8C)@_bt@ZZgEG1oDVi3slPq$X@-`CT@Xy&W6LcpMoi&hivs
zRz=?!BulVlR#o!fbQ;oB)ui^e>91$96d_NN&B_ov2;adIKbh)@6~Fkkt}1$dt%)ag
zX{JW)`^82rD@TOuz-h>z#_zr}R*ky#=}n^Sk@xkuH%)<3tNU&}i-hNO7CN<h^WE3b
z!`mZC_hnVj>zF&5wz_f=mpxHn6^@)Wsib;+I@`3&@MJVtkY~zPQgj@zw+@oTjWbls
z3#j7*qiux;m?~7<1AT^RvHt)1i6#)B@X0qIU7lm{`+q1TR7zcnz|4s61g`|w^fYVX
zuowBF2!$!BW&nDdCevxKA<`V@(5a;-Fw^)Yb!5k=U=3~evIMy=SVuLGTDTqf(5~~5
zja(=dIga)3t66w_zj@<%r=1u0@$t*05sQBzS1^{0)6K6{(*2MP%8B>Or%jz%l0r-x
zk8X!TZ?`hMRo>s+32og!EFBDaZe`W^3MIP|kKK7|2puh*@oe0mjfy_Cbvhb(oMl8l
zdcH{-oT<<?P0iIZp>$u&)8Pfj9M(vI0Y3LLH6?!cNcjes1doSha<zJwL?Nh*1<rjc
zk&bM*#Oxa;yq1E#G^fU;qF_UVAf0=ai{^fJ(1a}f?NiFolh1A`edHR679!qlP8A=Q
ziZ7VC^mR`k7XN<~mbkS2o%VW7LTBYUz`KHEa&6U)zPlYPVn9jbs@D?!1{Tj-@R-z^
z`&d##T?wJrM%$||)FhmG(1!ouo&-?vN0hYw_oBC~FCbE>QD2gL>0~p&xL7G@Z~iVu
z`0yoy)aeb?qB~;CIKq*Ws0_?#Ln>;)=ZDc|Z&mk!MLFyHkDj!q*S`uLFb=|1{|f^6
zBKaW2j7Wm~5On><*YUblU28sIC}awznRQuBCj=l$Ez`>I(tKzWKatr)ox3B?pA#PA
zkAI+%#u6I4J%9W=OXYBm<#;K;yhX^6@~Ww~2UPLnYwWmXMpcH0jvck10YHtdqUnkO
zm16b8sZ_CslG1bQybME{&7ru&>_t8tQhVPq{RRj3E)k30y|W)QTQ@6uwG_RYF-{`$
zC6M+-Sm#MU1u*7RqlVnr<3ChGzZ;^1g?ffY_L6DdQDd(>I$ZHKzxE)aPlj*FDPs%o
z5{iIk6eW!4B%q8Ah<zfc!096HI*ZaF=m)x1m;ZJd5!LEtttD>=&EKbi#ybEHtDp^P
zKu^{;rpn=PrWMy&13}MHE1V^056*|zMeem6)k;6L<f}zbkLh-)e7KrD8O#9wQbpBK
zfClI!GkMertfUS>L*)Mr3`cpuqm3CO7jR*K$eoo?s(AsR{=^{eAIcxdClOv3Emtcn
zB}CXgy)XxZ77;Gjw{D8hzfqtYwFd&ssEP{RdRQ0fmNubOpOmF?GJ6Qx8>axcPFlR5
zg&1al=8ItxhE{B?^p`jFgKZjUkNouss_Ji?Om@7{&8<eMqt7aYIlmQXJ)zSi(il^6
z0d!OW*ut*_c|@fFoN;>-!0*a1=o!88yO!OL+M`6Q@k=Nqd>m)v0h74XX6Z5TfMG`+
zcYu?(#<r@x(s$8~*};taHHm@C__!=}2wu#5t}PfraE6d01VR0QARJ>dO;_tIj^~a=
zcH(RB`MY4YF9n`wn?h#@sU}R&=ys8h&u_CIOo)Px8uqGi4GYm(SMxP8g}4}|I2{Y+
zZ;s;trh*iMpZw1#_t=M4KweuRPtd9dGD!5L7_wZgMEe<#Y3=eL)X-}gywY#`RlZvC
zm~goP<R>?FK5LQsA43(Poqs_3!=*a#7{3lsdz&rrO;9^_+-zRjFHVMX*%`a|o)nVM
zI8Tj-PF1P;sR3m(K$e0k{T^-w=D%bj0odDjpv$V!{GX`De-jVF;xJ++@7`svtCEdQ
zxi-_2sw<e#Vx6Z1fJ_qb+^&bK$2+ocFvJeGK7m(7+;^qTbNjXGacA<Eng7(RC#lo<
zZD$f#u6W!xIyr7h0wg(hRvzZ^V;RTOS8}Gn10M{qr_~&{MpEnS=6UpvU%_*WJmEx2
zL9C>R7eDAN3E}wMA;QSOX=;c3@cS7w=d~mbLffij%n^Z6w|fEgx4)+p**L1glK5kn
z&Ajbw<uX8%2=4*b`m5z#mW<}|wzI?A+FC!+)lUQ)2N!#qLwb8NzAg5P(Sl3AZcERx
zd5BG>O)4_J;gB1Tlmg3MiVS@T$e;VO0O+y#A^IN((7qE)dW{rWTC`)PFk_)XzJS%v
zVI-n0`%qywPHL!OP&}HfoITDh;<YXk!s|Tk-36GOWYZl`*X``O{SCi6tg#%pJkX<B
ztW_Rf*9#5Fq-6M1C#<{BXp{IscQNunx4~xi9rHoZM2qj9zy_=RLWY{wLe?Jv*`2vY
z`vEu4BsZ$X#6*>Y1y`Hd$Ki<%-(vlZUcz@Sc8i;_op;E*%M<KecCTdvz|djSSZkN<
z+y)9LIwch7Wh=%J$GzNKlF;8l0wX`n;fI^x0T<k!l<F7bE-wM%Bd-g;%;J9)oH<y3
z44o$9Equ*<Q{J%VGb%5mX_L=CAPUNJ`wc6e`1Q+;+)~QQz)f@tz)o-{blG{eD%<=d
zHq?$%vE+V~;9WDW+|0y$wd8zcaHZ6ISIOeO;yae<u5s8B^krbVY1Qe<zDe`2?VwTE
zvHbvdh`nj~F<Z~EGxd~a$X;;SXE8cK&!PRKNY4?rlSJWgKXxJbxYd%g<g<*^r0?FN
zJZtDbIi0ZQkmj=-9beV#blM=O(sKDtUVD}6WOt7VsLg}rXJfNns5XAe&l>WdEI1KX
zQ3<c@awnW<$5Q+M-ad(!Rqt0O=XaY(G-Zk=6}JBOG5%X@svH@&S2t0D`a00)m}ndF
zpAR`n%EnOf`0RhjPv8z>(T<{q_?!m}H?anNi|w$R`&FtcCU`$IKH|aB&y6N_m|{vH
zX!F4qM3QYshT{P2!z;!iU1W%iITx;Zw2033H**5+%&F&fo5c7M$dk*f!a|00XA$zj
zvP5aTw%2$^A(^Q?g}vOyJ?OHPlK?%h-NDwiI-Ja=NB*nUJb^)xMUjP5Gf6F}P0CY<
zjkCS&x-gjpZKF^+(#Wf(oXxPBS(BI}trI%lh8nrqPMXln$&n$PU5h{kJl>om-Y2M9
zG%12lH#cY5*}_jZB*Y_LCM)~ZB7&AH<v?wQwh@v#)_H8FlX^C?Up<m`Hc~F6I_Blq
z?`&><>s(hnRxskFu#u{xDki))Se)%mt4W=HvcJx2p+TKVoiI=&&TD^LH<{&ii$4?(
z6jg&{5}u#?B_&cH|Ey2aV9(H{i19P4s#B+2{zHznz`UEx@;MGCBdlsZq}j?;OyseH
z-$$OVoWj=A1Z;eUvTehG#4*^I*qt3P*ybXj4A_kID&hecull0tbz150V7a*{x9PJ8
zE&o(>60rUnVY`m(J2I%K*K=Cxb&R~@I1<_1q}n#0h;!3d&YJ{Hxt;gJruI}T6RdFu
z*~gHw`*6fs&V4HOAGsS|p<D?eerA6a=C1NFe=+;kFT2)C;8#hLs-hR?leLM)^Vz&A
zsvMSCe!8Dj#Lv#FGn{TyRfP7UCYxA+7iUr})kalVEHj-hbu1qlO2509NX&A@ltj(2
z>j~H{CG1fD`^CK6%#6V!KN5rtz1y#gMbB7+12efI@M1!V#Ze8w2WirQFIb$`-#=qB
z1cdFVFmfGb<LRHSXPfM3(1J618|Y+_a*$529Jifh!mq(>{I!}+J9q#`rZA1}(@Wf*
z&3@K6(=U&MZ^IXfv|g@Oa@j4Zc%AR3Hk@zI(=|g4rfJKsJ**4#7uF}r8Onb{CEdGJ
zS2wTM)A_A6CIU3`1Wn@SK~1xU-T*1BbR5#Fea<l)Xgfi#N1Z_&WJ*!#e!CG^Je`If
zDig$|AhG>~uQyCV41<J$M!!W?=R*MPk(#w1b~}uJ+v3Xn*Cl|1E28M*jGBE8uw4}c
zLq*2^dB+K2rvIlG!ByY0*)~A)7}k26O`<>7WMovH#xgKl+f>3_&-F4}(*+wj;Bd|A
zt5;4Q8V>c+?X{M&Eh>UQoA9+z4Ctrm<=lEx=L7pZ^oGeR@_#%s0N_vZG1|rAg$TWT
znK30q*e?CQ>y>d*RxAKeq?uZD`Oy+a5VSkXsM`oRHl~=r{G0ibVE(%tHD%W4{?8&M
zO6`4eDHP9g5#1-n$dDR0(!bzjJOrk79t!js;k)6Xuk(zsYo@%l=V|&yFpYwGpQ^lF
zqAuz1Fy_ywn&I+rG27E>CrkXWmwdUuobT>PtiiQ2$eLT50zI$_dbqu?gboiaea#Jj
zQR}cgp#W79yd|8X6dNWhZF$r4t-*S^#d>`q2auvUjEP>cfe?JD@)hWm&Mu3TjDG<7
zYaj^oPEA~*ZAwF%_kx@<>MUTAQkf;7EN&VFkoml409TR_I>&`80ep}#3YyC)vlDPc
ziUx_|ZYG|`zFKVkuVSE3wAF|YvHG;{ymmuk1bq|-#53<3pV|;V6d&iS?m9X5R;Z5c
z{WV3sFZNbrPY#@9seGqXYSyb--m<Ot8znYGweJ3uCuDT7nvGephQq&pKx!ZOW76~K
zsa^ogL2VX@)&vO2j)1g|=?Z}V_?QS}pAN_+Zeok_Uoq-OrW-yl>>`!SG(u=&+JA5I
znQ@?0@1($?1}_8`2vtSC;v)m;o`o+21Xm8m+lATR-?5;RZ0TL!eKQohP4o6%J%v}Z
zOgd!UUMG~sE}tRRH4pv%-KJBMa_x)`qv5m>(ByibAgt$zk|#GEJ9ZfT8h~&oyZPFU
z_WcldL5GE3an435lc%txD0B$&A2Vtio{Ka-4sIM=XP0{&=^(}PE~kGEtp|<69IYO3
z2^44TwQ$Mes(|oX5MbHRLUYuAORTG7ggo|npu}+;U<@i>fo8j=5gr9#%H^YYRk3ha
zq$iE)MokWkd$k*?)IFsT|Lp3NT<ujMyIl$#k_wuWaS~4dlRhROGx^OTPWEp<ljXvz
z_6581-ZC%OquJF`3^l*LW7Zbe1GkG_c@%9f^jWOte>Yp%Mzv;xrm<oxMXu??p+=)*
zFD*(;BT^Wn<q4VBn1{}%Q9w)2!KbVDn}XEPK0F8v(ED*xQwwIqrnrB%>yUn?VMM^i
zsY-wI|L!WDk6J+o&d&dS6zs=<dW03JX2%SW9cUc?Y}YH2=)6x8mRY(z&ARGz=_aho
z5;ooFo78@^?H}?NZ@k}UiHvRbRc{|B?7!F<AFIIN8o^XGXm#m3yWZ4u1UI2Jo2|6n
zY(sd9R2?UOUWCQbp?sOSWZ<Zf&zEUHhDt2}8D~gKRel$&craRYN*U5%W0iL(Z1H*N
z=ou|y(sAQ7v|_)4$!<Q~V+{hr^i-uNhy4#XN`MlX4KFx~3~|gzn1X|_7)j}x9DOO>
zY0bWJxyOrWNq20s9BpnI6WO~=wOl=6+b9>d$nw1#>0EkT+R?Ny5;5sk_VvD^+MYrg
z6B$0s@;PNezP$j>VEZ!d&KkFawDWFm8vpz8O!p-jHER8yv;lb__Goe^m@s9qU<Qb0
zBw+|Jt)K)Aymy=?mj)~ui6>pTFmCa;kbJ=ahu*9=&sDh9PipA(0%-?ry%RkRypYL@
z1PzMv@HsLJ`4AA#ph0_ISi>|Tn~*suxLl5_x$_xg$c0!mWMVV;Zih~S-Zx6y7|R)F
zk<PT(7e{io6lfp$iF#iSs(W1=ESDLT%}{w=><qY|XGAmdy6w-YFu9am1enqe89kmR
zQ$wXoy4EZQ)Fc&|@IiYxNVD}*ndp=j#5hu-h#b8Tuq^+O6dABsun}Rg?`?&F6!Bij
zBqGamldQXBJAw#ZueAyB%@UG+>~MdHjz{fsQ*C0(q(m;_Gm>MXjXR=KNy>j5p|0dI
zcwfe|j7JWEF2S5Kg<VjfBh;~Pl@Sswz!@(F`TqM4N3A|CIi=1@=XD<^0a%-pj+9G>
zglLV6-jW&+C;*frR!&#$!t3)V0unGw7irRlfiXO8GYDmvC)1l_j3|$vjSWaT%y57$
z?4VdZV!Iq1!uYQa17F6+0L$Wd>p#AkLZY%alS0=buwFheV9O!^q$;S$l&TG&(1Xlo
zWwX403orQJVA7@#dtV=)647!g6#tju)7wr*H3p#B0C3HHA0aaQYpsWq=3T<eA!DlE
zwVs>(g2DJ!w?q9suxt$c>0$NhYeiT%4{{S?^$QqqDS+WrnfO_r!PY)@j5JyP7#8oO
z$Z?j%^2O+l^_a;z8l3UJBSBym8Y|2SuUIi6&FO;GHp!$}S^!aTf)ZmS9e%)Ku!CD{
zzr)p`2%;^V#~<Kds8V3DDeqo?8K80pIJS@|*_7i5?#f#qK<n*UFx_vxT#xvMLxDpH
zF}~c_dFt3U0zSLUII|I1?~7s)^JBP#XEHEaDyiw8>**JRYO0aGIlnC7CF>$Fbp09s
z5vxF@K;|Lc{4SF`Cc`O%<Ai|}%CFD)S%9G&b?E{)g})SGm|eT+P9x#g(GNQON&1F2
zBrPbhgsg%gfr)&^IK;vR>QUgz4d#F?i9tZJcFmw<0FB~;bARB4a~q2O4Wm;LJvbMC
z+KCFn6DiP%?@8mcSt)RGZj8<^)LEC&N)vEMPy=$(((?K27MN|VCrV7}DHp2cJr(ci
z2UmX;eqj*egzO0LUO6<>7#N@uS%svHB*=sch?d{P0ReVL_@Oi^3a^6x=^6t9o?(lj
zcmi!~a=;iy0JhrMuC-$@45H)wI4DdF1+a-L(cJ%<-hwmuU}1Qb#sPF%nDA7mO~9RH
z@BThi@eb!u*h4D2i|!VeOnyg}%!{G$>5uwDXw<Ga8*{RO*aACpC8?=7;<)B5P|+8{
z?t*0WrOC>9zAPcCvB`wQn6;A<bMqPLlT7lNlB%ReoeMJs&J1o>;?`Zsf@GuCyIn%M
z1e{M6YA9+Jr(*Olex~L`e2dYDzM$X<T)_GnH-ueQKL$4rMP2_El?LtVY<1uMleJRi
z0$k`3#tHDK_!p2Li09m|HLWvpeH<iQRp4uG_eUkyyN}f60I{X$85Rb|0j;dBwzbIM
zHKh7A)=*f=un!)4khO(*y!dWd53b|*-xn@XJ$S{GuD$pJl)nD}Fv4@6Tb9asM16qD
z`y2?lTRw%n*NhSB*r=({rCz+fUjMLAZzFFF{Hwa&W|on8-?rFyaYn*=b~Cuz#cDNa
z;w1QzO4Vw%bR8q}oy+!A?n5~6_u(8syI3Y+AG&<57LhHkOyJ0DHB)Hf$jtnbcd!WF
zhl*rlicx2MtxL>o)*Lu)eRo{w!w;bUmur3XlOa3r4*nk8x*FN*(u|2V76rR6^OS>s
z24d!_@eWWq^EF5rQ2Cz6eOOkPrN;lTjvuO?9ol3iBXqe<cVkzU#J<>MySUS9jI;<S
zgiuqB#|F{<mnwbjCW-(ep8iA|6EGlE|3o@icID{?^vXa1@&@rQsBRj?Mk^@aeZzW|
zw`u@Dc`fygqX&HEABSC1lw`2wu<5sxh23#ykc3X8>flmoP{;sRW0Ub`S}7IuAM*IW
zGe<F@1T*RJQunx(R}w02H}m$o7uUFx;|p>78T}I#WHs@1`BhlNsaVpp`L@D0|1@1n
zTkN#hW^fk~7A>yp0{B?eIcOyqAH&|F8^4(%)s)Dg3nd~$G1ja>VN-LzwFB*|K~g3O
zc4Z{#8beddxV`I&kk`t~8HBwr?K;S__kqcSzj^gEg*E2wSmEaBcBwso5PtXTG~V!&
z$g`2)Sk>w^boKze7ziQtTM-97!a(^bpomR7qr3p%5s#toZ^278mR*|285cxxRC`@N
zIe!JOq>PePup>cmcDqYzYGK>-6R5s0AntzxyvtLq=`4ULmDbqc0Pge9mJucv`5hKX
zf5}@gv}bfxmwJ}C7RC9Nj%~QgqBkV%9W4h%jrX{i|E`MbtR0;iRx@$IAo(nhm96AQ
zUfoTPyK*-`a^z*D3AzHZNN)X~uKYz2n0OE$`+rC|ttU%=^#<5j^l)6BH8ZV%nm7E5
zlnpmxTYIOhi!5K*d;f+|{lmx9w<K?!C6c4x6DYtNv6stRwVG5Vwe)c35Pu|of$U`j
z185t=_+<p$qGZuZUrgvz{a%ixw4kvZ7_~O~XJfA~kBQii=}yNI;8_2Hq#}t*7MMew
zUBMsV%ny?SY>;<rc>deqVp+M094>N7D@_p$+s^lb3y{CK=IwYK9}t15WB4>?fdty}
zH2V5MboOed2yzS_utvS`Iab#FE4Vx%V7uQdTMxjJd#P*j+JF+uv1}aeG$3c@@ug<t
zFWX{=cUxwGepFoybHRDCLdId3y#Ns9K#p9}Qu6L63H~~%&~fE-%E2*9M-9DF0x2<V
z5!$1YjxvaFV^sJ^9}GXim(N#w){oRBHPx=Ag}hG^oXC^L(!*03_N<e37UFqTv7IR&
z)FV&+VvSgC?gU-5)Ag}3(DadIHm3`3h?Bw*Uto7V*)=_gn!*+pAKr{3QSqNLoZ3Ki
z%xi&L0BsK*k_X7Su(D2H<7>Q6|6AGY?eM2v*>>ldUT-iA%HJ7RnXdOlEL*PVx`+j6
zI$PM<>+DkaZ?0An>Iwc{3LtuuwigiD)|Y+Bvd4^_i8gtk2#FhY_=yytsco(1><+}o
zI<=f&I&37oj;Fatpy&K-lVBw400#R4@~a^%$i;o!V`mE(5Ti`zr_7<8qEqr}08~E0
zY6?LO55ZoIS&ySgX#TcX&>m{aeY4WpD~QKL%PWntWb;bEEfI&l+m>WzDXc-0u7T?z
zSq<h_uOjc2_YOr?y01O#`+Vq2x`^-an0w(@NskgK*72UH^vgP{+;mDUdthx4;Jh?@
zU;Jz&9AgK)F9v#9a@W7eV<&5LPaC{6p8Kf$HE??*A@s_62h;EBgAjA&ASx33INvKS
z-x-y@m{G?7(*bk+N39_s008`feG2bKNf-AAL=eY9{TRBUbWkK{G>^Hi5W_g{{_(0a
z_I3j-tM?LX>6@AfJoR?d1`1iW!euVrt}7|a%_9H!K@<@T)ar0#ciD?uL<&+3+7{qt
z+)h161tbLWCOx~A^AoOR6qdF@EiVu#4G@GrdWP@_GPew+dmDP}kfLDMD5)ilU_aS^
z2NaWFS)&39r_$dYSP%!JkGW|WH<t{EfHb89Yzhxn6+y$bpa#&h1_}vw<agCd4fXQ-
zi2<0WD$rY;{8DYqqb>r@$d}lgmQJ&ymb~^VnnK<O%e$hdT5%{K>zf$^J&iB`qRV&w
zd`#*f>1SAAGH{n{2FXTh<u`t{O$3cj&+>GH)%qW>BU1|FGjPxVrYxt@8Iq4gh!T0o
zCv@;t=8?|;;M(Y-ev8%cvkh%vQniSpUvz;}Onxb56M7CD31!0pn*NbIfj3mFfVWy+
zFfNNWv(L-Un(xgdQn4Nirp+vnH9V9sKJbcTZ7{(6MP$zJ$9m*_y7>gi-2@Dc1U<un
zsjZ^+TyU9F53JY_SJ`D=r#j<>;{eRQISnXdgs(MsulM(0&xX~9OHFwIdW&f`gk5t6
z`8Z&mId2C#mhUQ2WuypFm0}o>ojz_94tRTTFWA$4Yux|_Mdf*p4dAj9LU>FOed}_T
zR$_U>kVm0c)pheaJ{?eEZmI#P-*J3jyHl8zpYo#rndY$(;EbL(^kznYaYa@7^K6hP
z-_=exrffUdh64I$JY4v*tDGA85eq{7W#orlcr3juQcG^v8^a*1AZFiJ3_fLK@aEx-
z@9(pIqid%yE9`xl?-J8_%Qz%eIUfnAfSca~zafm%AW!<zRuIu~67Bd0!xErHxM95)
z2%oh7@^Z5V(!Ue92#!3?(T^`D5U+trEHJM5zEZ>is!?=U@5UEea{aGhS%1Z2vr<ru
zfCD7*=mQ!Q_*TtW8}Imr3l36zc~ogAcPU;({`dQ#4tNgCrFPG{EHprRTvwPa%Qmh@
z)!}-FU)UeGb)w25J3`P-q-clVXM>x>(-RwJY$L<9Lx;)k_M7}ZCW;8(PhY3n^8>w?
z$6GS9KuMj{&-z3=UzZxbEH>*rx2+Tous3i$btI0z&$3&qC_cS3w-ko&u3444F?l1z
zX75`CveT{;qn$1*sf@5C7^l*6|7@fkBy%9nmx=((SKj@ucBk$Jz+eE1<cL<e@D4e!
z{)?svkcx|Gx;Q|)%ukk4eF4vXH7{ubEt|KX1B6vHvdZvA+vDvXn}<z2J79xfA-DON
zUPxG}3y2!XT3e83?bH(z2LYJhQhzdLJeukP+v0%xTM}!;1XZxD(YiC;2Z)`j%DF|!
z*z468r6m>vc(b#5Ez)}*X~&}71z_3&3Je)f<hyh`9<DU2m-eTiGTVT4`EL#)t{%Mj
zfRK?R<5%yPS@$X3tYi~8y1oy`&{t%18*Ke`MunDbI0i}OS1SuL934q-r9cUp_7*QY
z*X!N;Xxqm8ueOv>kB(P`jxcTz*$*k^WF7nr=|`8?Da-kVc^ALCcW!^Jk-{(KTS=Dl
zu^`jPdXSJ`77TZZKVzB*nk_g_S$>9jI5PUOS8RMaKQAh01R=swP6M1}z3yj3Olw2a
z&t~mkh!hre)$}mqc2ca50fDy&mmpi7K`&tMJcrtXS0ad@{KE5J3fB1rGr%e;p+Au_
z7AvinZ5A9_(FEr~=mq*;YG~GU1(w-W1UtGx#g3L`k?Pr+4M2!(oR>i5yb1t%DWFR*
z0`?}kG5Z%g0YMIsWe<H5GMD%jat}($?EL4Ss1&3^XX0*~iZm@4AHH~!_ruJ&2XGRq
z(4xw&e_V85bT!)t2BkEUl1OCTS?aszS8;jCfGjhWFcB`Yc0iuT*HdBzsi1X!WSvH;
znA`{j1Hh(6`2AVHZ-^6PnP^GcGA<X+^gM>eMbg(4P@XCc`_*pPO0s-`6UB!A=nzb&
z;Glxa$j>SO>5KjmP8u=2aloxNX9oW~fU5Ji!<#ER(JWst;<lfkVth$B(8-CgP*IRn
z)?CB!ro?f|X9sDNQBOrjIUqL;JtK?8y`WgjIH>HG99|?!l02=5lO__xuI*Vfd?SF5
z2N{pHKS8cU(<bB+kgr3i-XQo^zq}+m=#`$-rqfWJO0C<V3llp;!bKs)ujM~@fv`dp
zeIkqEalw3atw{`P{slg?JP6*OYbsH!p_ZXi5xbNJtGNHxN<<*3xS}FF#&H$r*QyDo
zfkO`&4O?ys;Wlqhf(PLTHv*?!{RuR$oNQSH@d@q4NkHrEZdq0HW|{^#gTYHSP-#SL
zP{l+kVb||X+GiH0o)Diqo)g*3M$mxPL-VbhuK)!C+s$UVlE4xgj%{S}{mtOU2TEuB
zlKJd7)%kf^mvwJfoIHv}DYy=LU;FFI+x~VS|AF7)Ts4=%aT*uSP|5fjp6lg7qpt!#
zVLr_vQ0<O)mScwEY$UT2yoCbk82qpw;0y~Mc_qRUeE7IyzRRb#8N)Ca*20Swj&*%z
zD{)*%0By$$s2$FKL>Br2^?j~_`4qFS;e9*(iIRK<{x6!C5&A7%EI1%LE@S@qj&*SH
zV+I5h#h)-QRjGb~Meo+r^<ri$A0aowWUe!obgks}iGEx-TLi|H1|e6so59wf-uW$&
zpVr&>T{&nnzhsT9bemp74Y|d9xd9zOg@A<Ws9UYK<oagK8MNbw?QFVKB;eZ8<rA$d
zD}Y5WYy@^yc1Izr;(ysVD`s)vSpKir<834P@=#%iQ}JglN@$+m<1WP(kUEm@&lp_W
zrk?Pe4Kcc%H1|@2!1A2lYS?kNG33{oDyuPbA$Ou^FtAzhGb99Cow#EbB%}7xTxg_s
z@|h!N06Q5`j|~$322!80J>^H-mS!)?Oo4*E@2Lf04m!&aFDyTZ?LtO1)|2ZYWr?_n
z@T^!X_~LztTtR+xGXG_K;3cm6+{8a*v`hk0JZakF-WV2l2}prb%H>4%(}=Bv&;g(K
z?}zdh{FTp4*LhGy|L*LsGsK2C+QS^$bL_Bwgugo5cIK2`$n2Q?DT&_UC!ge*q6OpZ
z3*}M<8^-cEM0IfY0B?sPE+E@j1QZ6`vVTm07Kd`DhSPh~^JPzQCOT0u#aPsjRfFki
z<QSpCa1I$jo*hA+0j}gBUn)|jSOr{24YsrDD?ZN4fICdPQosE(>RDl1i^s{Ap&#Z|
z9D0{&n4Fcm4Gxd@eHFS?G?x=5f*JFFTqmW`OE5!ouqBo8HOsJ}FT3UJCrQmd#ZAy(
z*a*jd+QjP<eQO`>#@==G+Qhf)zsFk=qypuX9ur}qt&C3Y#r?}}R*CTN%;3zrr(5mJ
z$MVj5X(RVd9m_qW1TEQsO>2`kQt29-FGlvCgbKE@a}G+2yA8Q0&(-{I<9CBATB<-{
z2Cd&-g%r<Y(THrk;;x@Tj)_@7jwz-^f@F~`U`3<W{d*qwl}S8IkF;LU`>YF9#zbvN
zq(!j(>ir!s+0nfA1trza@2Ji`dzbFWex=spw_X_vY@@2e@Zr)sU2LiCq$iPemd&7r
zM-`sianL@S<$d)3OI-nFz`Wz?1Kym!f7+Wb2r#+^?&nR0O~ZG`IYD^uN>(J$XN4im
zfHuHguH6d<SBReNf<nORzwzt^@q|l?B$@iZl6dwLFm=Mb914D$2z*B7=)p^M>y>()
zGmGDW6>e$#!sR+=Jt@XXfIG2iBJak;ys*!Ny?dffC$e_p9!g-!@;j||gRaXO5C(k3
zl3krHa5`gDW>yAx)EOAJ-$T)>dolgQ%N}vhLJSh0?cC^~iE5{wZv{;1xb}ZuGlx>X
zxAu^G_;#@;DDv-ne>Ay+HZVk4b?4$(M3&NxR1$+!TNso~3dF0#P%k0_DKp#sIkD`U
zvI`#&z6CWNaP$5WY~$Q?bbV_u$Kn?ud>mZk4P@BwbOGNE`^AZkVJ1WW9++*VzvoUZ
zUZc<Tf^C_R=SFmcW5?Mx;TQlAx&2BsCE+k^ar=FnY^V!f*WiOB@ato5f7VvbfIR+m
zif2^HQKA%I+Z~Lr>O5>Y9t#Iv$>0-XChU*J8v<hMgLq=rKLVOuB6Bu#CAEGv8O{DE
zEi&K`EE!KwPl!uUr{gv64U2o*6B_%W+2{J#a22Tp8SyiknV6UhsB)>?ZocQ5kafGw
zeSgz~rirHc4R<5~9Q3V3U%>d6Ir2xeD;m<IVYI7!Y*MM6MRB%doc%>dW17TAWUnh6
z1x|%*<Hh_j^MtH~l>|VAdvzqSGyODS_|ST_E8ARPS?@B|mX~?hetWemxc!&f_i4F(
ztZ(^F-$i~*4EbB5&2pn>yoFU4;GBvsPq7oyOA7$WHXVSskZ`AIG|}AbL>#7~09{RJ
zDnm~bTy7mK==8UD0Ss|{btpgsx1X#28mrW{CPU?OX5fCdb-KZ-UH<82?JoNqW*27Y
z|8J0~$@jD`lJk8xAAB4X&P^fWaeTfr>Dl6Sb?9q-rFeI~6LdkLy~M(lJ<*^DsBcXy
zFffG;SWrmOq_Y}0mRrz5&QSh#pb9gjh^X#Q@Uy{Sf#S@Ws@Ru3%ZSxlg8QIczUo9>
zj5Z@Cw<0^HE^w}@ov@|$HhqsOF{wTSti9ttvOT7a;<_^|frYj0+t(z5w$sAzL~98u
zq)zfLL~<nu2$49=25=J&a9=!PuduV;PYYqU39lJFJzj-8wS=9<VsUKGw;nkSG}w*T
zdme!F8>JlaAk;qmFB(&r=idvm#n<y|FoE<xqm&A&d%-1|ejrm~VSZS%K|)%x*F1a}
z!t=jR%=C9z?ZHEanGb7o;DH70reIZ%+r>unH~z(A88<sKV<c=K=vPyYbiA0NP)=in
zIWm)Sn%rIY9#wEky=~JX%_HP0ghc;(vlC$ajeH(&NEXGO?kDZD{cq>DvVB_Y_Zr6<
z{Z4lVvhD7y_Lyk=l;&@{Wc8YS&QI<D&E!fbjr}7c|M!tU;7MIUPjB?8b~?MGU`}80
zc3)4rpb)HDt-i^`NuOzN-8pa<>}c>?*Buh3SkZ4X`Mr2l>1QiyKCL^n=-75MYHK^w
z-m!U*ShnhwSZi~@S~gSp>0&ctc18cOKh3<VLg)52t&nxL?S5gGp{mkvXZmBLkxqk0
zA4Q~ATMZz%<>c^x=rd;}Vbc?G+$jU(x9{8s%gzkF%vXk44L`Mg#x);5-6CPnZimkA
zhbUUM!_J#g6Bu~6I6W;M6~{(>cXm7@E!(O+`ZJ^_x7fUPZ$eT}{}R>_kN7y<3>IfB
zRQrjdAs;L@*snI)H#r!P1IM1n88HJ6ETatL1$3LSoG##}M&&fh)SzsO7Z&4(7?57%
zTM@QbUr^r0Gv>TtjjX$U0*1;O6Meiqu4`TOPxm!gJZ!NwFc@#B*gO3Bs&F>=<&QtY
z!7BysJFj2A4#bg`iuizq6o{mOQb7JXmu^BmjaK@`kC#bE-(pkQ&=84b)TwPrFcomQ
z`d($Nif(0jbFzcDw}QW=F@9f(u6-<gk~YGQbD&~ZM6LfSwDbcQr1AO;CT&b99eh8Q
zWQ>g~%mK>y-6Ues)eL5;4jYkX3GlXDI4>!yiflPeBdfD?7G#5fDIW(*_9|mrc3VPH
z!TL{+$c#!UpBn9S&|Z)}qB;Lg=i6v3EiGjuKjH*zYrvyfoN<}2b+z3kzR%P1aE$P^
zQ<2}8g9({WZYKQuo!+@*Mm0E?E@-#ZTjOVXddn$TxmxYC{4Lsc*1y@!_jKWcVg_2S
z*O_Ko;p$W4w)~Ty(pGz@#_J%0a|X(0)UbK>(KbnEU>7(II1NtvYKe^4bZT~aW5y~>
zPihk*ldJRrM|@r(D=~*&4RkO<HJR<nWpFE-!{Bnza+sLS(19v4Y1F9R?lF&n#+j`?
z#xvVbVBj6`*n`=L>`aZ7z(AmM-4^FP^syUHZ1Xx{-52;D9fC*kI?iIL{Il;Y{OXN2
zGwMwj(4C2^7PzcuWTi1l-V}x4icB!Gl>X5~jTC!O%0kPSGPFU>AIw_ZSOUrw7{1za
z@(bvDK@DCDF?S@~xwR*frhk%nq9_ZG4@ds!0lfLcNF*Cpdi`@h@Ic9Z%P9H*ciXh^
zb}r01j@_T)W@u1`+Y5?g0P;&<wFJk2ELaa&YZQQCuiKs)L=2l;bu5nS6_?{-*V21(
zKP2<Wc~vm{r}E`BCPMO^GzibEeoPg}uNRTTFrsJ~y3Exi5ja^F0k;@%5nK1mo)xk4
zh@~~z`K?(^=LtD_CXor-FV<RnEql36f@Wb(Yk{bd#Dj|g!+!#?(4l|xvCR9fKS3Fn
zd9Wb!qv=yM`R?C{DGkK%)k3!E@oBJd>+u1n4OH<nY%LYVo)(Nif=4SPC%>@xWfU;k
zmsH4PSF{$}MMkVY1J<rJ>U<<*QZeh|0P=5xZO1p>g8pV#oFB|`63VXn`5MR`t@r|M
z<W#O?C?-)}Dvd-}H$-MK^3~gfEs$&jpKa;CzQD7nJU|E7@5=@o#)A~<S%8yq1^0~7
z9m$Y!Wf^2zq!h)D;mEtiI3T8ne<0|N4@F`u;6~sWvIFaP%EvSE9{zU`zhjqZ3M8M9
zaznn$DH<c-Utbwt9g5};Yr`=l&v66jq@p}AmGpk;aVVf8TxvGdBp8t(FE7tfC|!DR
z-opsG=>J5&f4OE3f`Oo%3#ZPYj8^T8AmXKegPNrB1CGq`wd?C|*Kw%H<O&$Le6FFN
zeeW(02nne)J0%|CdSnBId`ic-pb4{}t&$Q<nA#)?3Y6LTRVz8C!v%*-29@O+c0KGB
z$I!58*IH_@1GeQ;{9pl|SjzMFbjR@UyE4vm=fdM~R3?O?r~Yyi!o^bAk?FV0yDB6L
z+8cZO2WIrbEH5(Ty-Eq?(~O?u;D_7S(K#sF)M^1i=;B7)EwsL9ZToY==QI)GJxk}n
zX>fz=F#Yo*%BzE==6J8s1XYelAhqTM(qCCKNyfmYmIHdj05`biNWlUzQLN;eAd#5+
zH6Y9c!Qc!@M>BjV51zw+!4ixhhqsadsn{YbT27D+xmYe;M-Hz?>5rxmblv^1**MVq
zp+L?_n}ELWuh-2;;Mo#~EGSe=R;ovFWi4k|m6#G&US=tU1)h96ApQtmE}!=Q^fZvg
zfDck3*~0=-4d<j&*;_GymB<wP^v7{q&O7Zti+tug)pUVq4(3sCq!SK>R++{I5Ez6q
z@Ks6+39uVJB7*Qf5iv3r(T)xROA64rrn5=v78t)FO>XK(P>OO-N|S+NwCG$+Ur=Pz
zH&W=+Sxj{6fnY5&S$*#XC*Xmmy>uXb6po>(DJo!`w%F79O&n(@*~I`wDtdBi_zDA%
z86*y*q<q8s1V`z|pD@a|xwtvoBBUdcGh^U#-c-W;uIyoI`Z+ZMgqVv@<{vBP7l{0K
zP}stQvb5~Js!WxnUVLxg^;Mu;z^;jaK_Q^=?x>TdJ{%<=9tyy**aLLe(C;AV-;$Ai
zQlP2Pi=hz}+MO1BJcUd8w{6j=cXqz33rOcSMWcIBq1*5|)FTR(Hf;-3_AZ96<C5Tj
zzk(Tlvc8H2wUfg}kS3benuOGvXM6pX-~60I!2-QRc?174S8X!qu9Wt8y&jv)rt{;+
zkJ`_Dm{W|2U)RJ-34~H^KSBTaZww{Ia03?uId!&KZ$SJfEDd51w>D3>2em##f>BKP
zNjDyaBa1OWF<b1-aN<h>=cD#3f{%fg1Q?(J5juL%5?15A9eC>xMcW64Bpo;dQ}Lt6
zrO$ATLH^^aql5pok$Pt<Pkg{$Xx~>E`{fq?g%q8Mi@hm5V7d-4i$*L}+`mhDAQ1Je
z2ja0crnl)Y@&qLH7cagf(N1+h4lwN=zHS;2v|kGLC8m!OSw&VU>JDca;L<PZN6?~W
z*lj6Cd<>~3pwg^(9%ti1*Fe0>le9}vFK;s%w7#{@KpE-)VZu*$1S2LIGcZ9{yyzKp
z5j?g5ibC$2#iL^vku8_Ei?m2f<yWhw#wGTPja;~Nm0t?yg3xsyPSTNo<x2K<4Rgf=
zq2ogDqs)(1+AT*jGx@AFnol>fd@pr=wh-Ok?UvaM!1EHW8|b$=ICY^D+@^xyD-p<y
z{zld3E|XtU*uY7KLcC-S%D`@^p&atPT9%c=u!@%lgAv=!g9`XxQA71MEpZ|0uPo9~
zu||>fi?e)na(H;)zQ<j6Q-hZWi>6(!I};2Y8inYGtZ<7(J3Dp?aIiudlU5BbG2_o6
z^#-pz-)eL)I_G38Ia`Tg;m<@b>gk^|$B>^jH-fUi&-1k!b}9Ke#r_o(H0V(7bgKs~
z%iC&Sy@U9lWbaOuJB@cO98r>}%$T)mj^#U4q-DvrFErTDGu}Upwx;ph%f!{%(Wxi&
zqOE_iTQ0%@Oe0tjvLI8#017CN@_(Sv#xehZo|qs97{f`z^BripgafQ|VoDb*P-qp}
zSBGC?I8Y$aiOD6Suw^u>p^^2s8&;)e)h{q0Ag6hO;1UeGT?7VCMQmiNroX#rPX%UH
zXLzoqa68XLrScY!rNp@@Ws60d?oPQEE3c>U94xaOsbuoF4*g>pp-eWNC}3fW=W+V`
z&z(`lYl|u-oN(XtJ~-Sl)_<#_Y1MO&JqBaF-1Hvi<k&fQviV$`&ddq+$NHL54(w5y
z4zyq1!n6(j&l0s)eKr~d4I5)>Oby9|H>YdzjW#_p*9()4sQ5SeW8(6SyvN@elARC?
z4AaTBi}*~XtZ~M8uJv*E{3GS|+Ws{z8QRGgydI)HHq31|g)rg7rL>_!{uWam^QPy{
zSwy^zW*~>;7RN952tjfS#iqPm3NUFGy2U$~_TP4X2tEI|?Y_1>?kHCUmTVCfgx)Sm
zONPeU&D66*YJ4W2bY?dA`AWEwNAGP_Y}XB2V}=oUK;eapVs!^tQ1eX=1y<r~Far7r
z`~l3WBLJz)=8b#|NEh`MaB8CxcIyqJORBXT%i2e+-r5s2^0$BBM8B!(cmy!M&Z7K|
z_$N322HPtKA-BVYcGKBPDq$fvhpo9c12Oi(Zg%sdHNJa|2c?(5JRiLwt-ZOn5L4EH
zqE|6f(JXobMGo^YPeq<|Tswt0Wpp_~yZYFF%6mTqD>klwn68uW$r-kHiOn$i*E}lT
z%~jhReEYa3P_9om&_Yx;>&(^^)9`<Y`pT%N{_pD<8Yy9D1`&{w?jfW*rKOQ>h6V*0
zy1PTVL6DGC1d)<XB}Rr0=?01a_4|9)dfu_tyqLL{d(Y?Wz0cmKAgIB0o?>neeNXzM
z*K7_Gl-<C1AckAQ__)t9VO&I?GsWt<IvlEM@UGE$qheSe&he^oHMNX=Gw4EOAY?ov
z@N<@x$bfi)yy}(*hd`o@=dUbO)A&HwxyCU0=nj9g)6aym%xvbDEnW^jMD>PZL~ef1
z$xR{<y~RVo!Q^E{z;!XP@>Uv-#+(d-d(8qhd3=!sM2MF_7T3p_{TB4I!u)HZM9wI5
z1c>QslHfsG+fL+-J0Q2zlA=$|JZ?GtxjS2<mzgH1TW{9uK2yo1E;XGafIXnqr0^j&
zA?H)=@50l{__vaGl{z(Z;UzvFL=#FhK8Vg~b-KP^IOh`GovB$9-JPo%(Bj^=e_5aK
zr*g3{AA0^u;JUcv-50Ej$x7)Lmy;jg1=^BLy-s2XcZWTXF8&_!R|G`3F<xu;el4%+
zY3h;?R-|e+LYYA?ilrUE4pO;lk8nUN`=THd5WsN=*ThaiefdufX+vXY<mW3izlwNn
zHYVw|x*|pA(RK#ksuXku&X-(ee+%#Q*$FAy@>fsD+gtdM`*(ZlgYm-TC*#bQikW~>
z=g1|1FfW!kCXIzHtJg1)%OHW)^Mo8#nPJOGFdYJTHmoV7Np0%TfM&|asv6Bz8HBwc
zhlV${JF!3l;`+BP1d14zCpRhR^4uD;0am313(@sFp@R7xz3^R%p0ZK^O9+3?k@&e4
zF6q6yl+DPov+#*MnQSH2FrQTS>-`;j8oT)*nu%Es_7*6wn~;KO1I157c$bKoSpgof
z1~Yf^8vVeCTy*<N+d(V@oVAbv4G^s5d&->xT6a6x?jnXMXosWCwDY3g>`PI=wFjTd
zm{dE?u?3TA#`bi@;b(t3VW+ufVCm*IoUVtYr%!Zczg02uO?3Ov5h3k?XJFl(&gFq=
zhwtIS7e(K$MjZb?YL{I3<8gO$O$OYoQDQR}6?3&igQ4TE+g~~H-e6(+abK=~LB}G9
zse2i${^gV$1trttfR*EhEvQR{s1<^0HvXb(WK6T%6>w^bABVLkB7V7Nzu$hpA^@J>
zPfHVgm`5j0CeWlkMHSM-hm-1@0me29Q4sKe#s^~{tRy+M$$>fI{1=&i!ol;~1?$#t
za}ceu9(F1}640>|N=u!~aHnb2BXiHWz4bts#{;KSzJF%_h%|rxigIK`^8pf=?48eA
z9{So3>XEf9y9@2A11;k(7OS29WVqxuUALSE#m;dqesV&VSas&#&L01gf@%O><T|+q
zOGb0b<Ave+&*E=JhB*YNc0WGc{K(=ZW0z|>pn96*+FiI+kQkjXW{2=RWPXYW#k@!8
zbjX8X7boQY{TanAq)mNvaFteku;L$!6xcH6_%r+70H6zHZ^ZzlATW?O7KIDbKVX`A
z`ll0DEr*wXmq=L7)bkE-FWiE$kv<1YO#wD1+XgIs`pxB(xhYs}U4dKU=G|VLGkzV?
zkQ4KM<j1v->V;B+u^xZu{I2TWcM?zvSgtR=H_JX-`o6PP{#Dp&p>}8bcP{Vi1t%+J
zAKGjE#I8WI?YU2?iTN+iRS^}^q1e2_f8&4lYcKr0I26lE<{7w)<hRS<G}SNnGVJhQ
z0@DvxTY9OPVJ}tbRIp++pu{PR$NnG~bx9WErG=MLR9Zps2~N-w$QZ4AfBCEAdp8P>
zHs>XER6Oosl%(g$h@lWl`$P0^Gjb^6@0;=aOWUBiQuXB@?hVYy!5YlVA(jFjExaqf
zTJnUjARCx(XWUP(!%6>cCmpPyvvVDq#IB>>YnQa&{`yrCLHAeJf=&rufkAf3$yR2&
zbM0H63d&NV0egBix`7Tes<}Ga<eWy$UPB}gYfa-4#!apSsoc-g5~*%)EnYKaxH<R5
zTnGez7QnKjm<(SBUZM^82t+83|5!+`0WOl#mvQs-UvNw*vuz4D1Ia7+KRDQ6%{4q2
ziQb0yymxE|1f?qY#QODalZGoOXe{sVy}=RPL!if4h^Ak=!?ZqK_dc>I=pbZc+=rIL
zygfx2b#rkC<WU$_#PUcErq^RaT#x=75@xsUbX^Mdb1uzU4vmc!>~Bkn205)|50$aF
z_&I;yo_x`9#;1yQ4`dUh%|GUjr~c%!HCCpYS^uix$Abm^k9GCj&C&O<nk03&J%&D?
zJe-|-SPDj_t>CYX;Dz*VV8V`um(lngcjxs%8`p+4&p=S>(5Kqpg;2G9Wyu!!TyU+3
zM%0A&YO$A`Rs?Qa>Of+U@5#Dm?FZ-K=rtAqN`7=%bPehb6bSOq9SfBO*ZCfH;Zbls
zvn&mIxaZ+AS1rg#{{75*|G}Y#TFp@3?#Ic^A(tDEjX%0F3wI6g-KkKC`IAJJrg|-s
z$3a&|6j@V0I~5ZTyTsZ7o`ulqQRi}l_aA+Z_sS3!T~<1RpQYp7wp6vj7rIZdO|qn!
z3xfxV3;tK|SNcOnuAVg@rE-=2q1CWi`fY`0A5jb~C{#M%*gyz6oF#!y^35%!Siuu<
zzpU^?Ff_Nvh8PZHiac4_N;T)Fs|b8^NhJV3%F66dcy~OSX$EzAQeqxpbyjKc_na2A
zO3TD!A@$I8hn>M`-k=ky@#PIk%yiS+OS2-P{=+xtdy_RL?J=gE=hpZMoy3mc%p#A|
zSAl2Z8!kVN2N4RVE5tP%kD_b8Ws%Ys-37*i-p%{?Us2Y33<8FKfg~0J7<r3jcS!Va
zQLN1LPpp{mfkZknpS|ss-r9=-@9y+HWb629Uo0-IG?^*|Q&7dsD}`TCmF{@u<U!s+
zfz_9&o=`LBsnN1D;|;#G$d9-LY3?(svu{z8^@KD+x}t!!@xo>xFRaZElv!~Z3i%1v
z%b7X_@Er>W%=VF#aJdJt0nqJB`VOd2{TXml!j5e)5sVr59pOZ<an>IrhH%BNFTA!V
zx&pCbjg~zts@#TvU;fKm2x$-B)3EEI&wT;;65|vEY!b_XsBUm?1pX7z^=o*-YtnLB
zSHY|6t@f>MF#504W)&G3Gwi%J)<7Q!h~SDr$+JB+B^xa)jc2>xaVY5i6xi|d-uHKO
zEFW+}MgtuPfDC$MgoC<w1i%d_*5+Dt4YUV~)gj2Tp%vT^uGPr)Y}a=qX53JH_qrz(
zi*PTIdVGB{2!;4a^yhwuLRCVz{5O--&aVxtpm3fii(L}?`gecN=@pnHxDr@@h`aQJ
zx9eu2B}B;)4@6X~w6SJy?2Al_1yV0f7j5>;=e~dA>{oq?qI9*ov*v*1pK=FX<Jm)S
zK`gOAX|__M2bq+Ewq8}Mn!K>39-~}pC{gquwj0jWbC_W5de>XVuAeXF$;D)2Y;6UX
zQ<w~OSt>Q$&+(=UyfViu;5b`<$p5jfbyUUj=tSZ2cqTQRK_s8`EbYk~>=zK}h}^->
zGgqI@A(ltBC%LvQ)+2xLB#xI^3b?e-g8x2Y)o*5Xf)+{f6r8R`R7d~`;EEdpoG{ZU
zl71U<xJ)Y!sKSeJ?boC+2pfr$g^}<*6$kk}Ak_U|rQ+29Bhdif9blF$RVV1{y9CYb
zug02pKC5Y5<YEs91i#cui+c))iP3>_ZwV=XyKPs#lQr8Fv(~ju$h;x&KW>+1d_zb%
zSMo6N<Sz1@+Tuy?TLQn}wf5jm-qrSC4|vK5U`QjPesV)O|8^oOitxAJq|0@inK%&(
zcH;WVU)vjYyXt@`t`@wDz8*$1m+3B56BCZR7;y}kBel1hJXlejhj9!DRa8?~w<*m2
zxFQaQ0o;Lbu?bui4K~3H6x=xZ|0uZ0x@0Iu-lvqIb72M3%K^AP-!V2cuGftmV%jCs
z&X-KP@gwcI*<Ln7c>Z&fZMG?fa6AbY+VFfX?Wm@?W3QFsCyK<s(|kzZcD&O1!}@N8
z)#$VRB=DMf*gcfUHP~@U#AI`SxFiqi???}{`=gWZpOadqLe6ba?q$6!%zkLen|&o0
zllM+OzX2r!j5kTK56U8}zS1yv66<|)U29$P!1H3X1^9u;7qJ)!M%Nglc#MAx;Z_#5
zB9RD`qU;r%(pAgAoWgrUkl)tsBe@OGtl)zqyV4EwlFMgFAT?9RH81Iz19yy?qm;bD
zx6eYCFr%Yw5f34{&5d5Q@4x+^YalDTwn^*%MWN(q=7j7K<%nJxPp_RnxDft8y>l6V
z8yN60y!A6ajCaGjSLenLlyJA~yT6b=%n938*iV&i&2{U_rULV^Jq1DcWfoNbl}~=a
zZ6e}XZu8ZqCuCS9DH;z>R|F3rHztI@i@lpt8t1?SVNV)4tYVqnW54+P4G)V&qEVb%
zi!!}`Fhf~yn^2qg)Nn4P20097X&7GT%%A@jx9+L()aF|)o^e0}5ZhnyfD%+Nyf3R^
z;UiLtCL07_sKN)aI1ykXhDA{ygPIysqKQxozCm2OF*R;)|6@)(CL3++G#{E>X*<ut
zY<g^Be@D27kxx5H(X3rjH*7|K#>>NduQTOu8)lNAE43-1EKEkD!(3-OoH@Fxe!_*q
z@B|SG6CU>hP9%9QY+!|SM+3!pfiw7jTyBFB$1piP7zH?k2$79wu=m^h4n0*tDRJW}
z%)b$fS#Ng#PS05m|1^8p`b!sggVYm2gLz5B$$C%IhZ(Vw-^vh9WzU>q6gXUlD=f<g
z9e*##3-fBWR8!4=emM~z@}m=>gO~8s5k&DL#7c<j6y+fvqb;6VOX<@~ApDqTh#^%8
zD7gU`2t1JRDEW3qE;uu%Bk<?gi-E+z<+n#4&42r;&glKzz(HBtR>Cnb>&l^Vc#6<H
ze)F7}>09|E&o7U=MetjfdfRTnFmhoWo1P6A>KCO(^<%MVT;wa@XwQQQqjm4Nng?TI
zuQmb)pMMiFL>1X+^=IyVh34JW?I3TMzJlp_WOyc0zRHWA-w)G4Wt&QLN|Z4=AcEvk
z6!ZDB`p;`j{>l!0Aws-MXUUD*1|$8gTj<>lVZ=_;;b?hkXM_VGy%P}kJ)mb7hh=Z5
z@BTVU+i{zS=OWrVmi_Iw7XSaw79ZO*+ISmC4G2Du)5fM#4r&7+kO<a+e>NG#Mh2%?
zi!;*w<Z9=gtfJYwZZ-)hl~)^1ZIPigT^qBfTd*ncb3*d>bUJVsW>|Loo|)M)mNt5@
zt1xS7p4s9Pc1L3l%;An8rdd^-g`e{SCZ-hp|H$)YHL%9cCKiCl-UaPeRYb86cdX>$
zgDN!ME+|>_V3IHC8aEyk3s4x7cl#T`nb-Klu&_}ruE^uNA%1i-O7Cp&7Bi0B)Q~<E
zo(AT~WNkMzEJZ@7%1&V{w~B>;{%LDU+JUGrMNPcs40cl7U;3tR<<9<Y66kqvb3n12
zTR5mnAzdsiWZl>MH~&GwZcN0Vg>+0`PF#+*e{mBu;DH~_o33b?Xz*9?OggwLoYgSR
z$=doIL6sb%EW-k|5QTGyiT$(HR&{O&H}TC1gNc-ahDv^#@QDw6=mV)sK-jxF31!y)
z<D>bI>Ot2OUvPz1+AaW)hY1iRkCfdaKeRp^MM_Eu7c(2y0Z#<}OKjkIiwqB!YTZMF
z*3odlG`nr4<=mW}0OvC|Kk8diZlQV`Gn)dr%q=cjmi?O~4Se3<_eUCVW;QPfp2iHt
z&r>cVcHgAVoxAkX{47sNI3XX`A(}=Bt2#v)4IGHyKHO+V!F9EHD|zIU%z#-rK1QI-
z*vPQ(fJ`U=9AL`O&1+FaZbI%0Im%;(|GUHCIjSn;yi24nWEdbW6Y6pb7)qGN&5B_W
z(Kz>h$`N?qUqSec5Y6(390eP;P|e~*#s0e^k&yP!gfM+R;_eS-UlyiAI`aVB1cVkK
zfq_(J@l?3_2mn3=7#t*~+U%v98Rc@G5De}ys4PxiFmPgGV|oTXHtedX=ESFCtfeyR
z&B$q)X$*hQxBE-`XT}>K4M;N+P-_I5%aS>jTLfH}+LSv4To#(MIXPq!nm?A6aei<H
zoUGn7#tRF;=EZ$y2RFP<Ax3~}vi4O?2AC2&q!N0!>7(w~-zUFf!si=vr4rD`2ypr$
zr{XhKrHrZLoom$FZG{EdlYJDaRnAm~>`!MFMR^7)oSbGWrnbC-!iUG(0HV=d>k;Z%
z3?HyT#*Rer9@vF$*>-oF7zC(M69l*>Y5z`k^&A0*M$UOc7%pdL0D|Via>n~7KhXgR
zprMpVR~9`cuEjxOh<<x2O;T0-!<q`I8pO*zCzj-%G!`u4PpKXF8K@xteG?kY=Q%dK
z98=K+JE+l=uxXs@Q*4Uq%J;zdPk!gKz*OG<N>;Q$#NYoq?rSV~XvEjESQ@v4o8I`?
z%)tD8Rqya(nhqlzG!?bxV474{G-mnqP<sK{$U#gG?UNfbKGzYj*fp#tPh7dq#^eba
zl=s2%lkzUszu*Z<dtel`o|^>~L(29oi(`{!C3%8is}v}bRMinc4|AlA#ig<htR5Ne
ze+qe9EUcAg*Lg|9ak?X6*1Wxxefnq4ZqX=>u%n92dP*Hs5s{l^kZ;0o$UHj1FUZa4
z#;5hVqBJ!TG7|3aL!^t8o60>&pz+t>(Q>*km?f*1jn|?ZG2diYZ`g#@9V~>IHxkPJ
zvJm0WGvr!Pnz;DQ$N83Q2>!&R$cxPx&jcbJ%)cEm>$CsqXNV9V81<|f1~TEny42`U
z%Yz-CpdakbH`!*sIu-pX)^v)}*70>-Z22=-WaZX%=bHS8EH<saEnt>n`Q2MS5&z-M
z(fN<R8fh@lV1i4~7MhH-P}d*KuQOQ20yH8R-lKb-6j=@=E7<-BC#tG7$&Lh7oa^ve
z_JG@fVcB<QlZq=KjhzfmL@$3dq1~fv!Jj6*Z8ZP-RSF<Wna>|cB4Sa?N*ZhR^}qn+
ztg+WUY{)@5P}_U4OCB1B<=>1IU1Gxl!N|^wveG>zb(?$S1^goPbaFPkIJX;fA}b<y
z$60`lnGsW>%D-Vf-AhG{FGM7gjYV^{7xucjG~sYthkE|JA^_AT9f~!Y%|Cz*&vIx?
zQT727S`ijJbIi+jH8AsM0;d+ndou$Fs2%ISUuFj$I1_CdK5j-e;sAtH7Zx0aUo*<L
zr0pxystShDhb*{m7SgC`^{N-HMGFZ}ey=L7BfG>ToNDLYa`<t~6C>iUp-q)O%(M5b
zQ;K|7;u-`G#U{dn134((ZLC0$`~Ba;aWi1ogN#ZRarc`P0~2>la4HVK$tyMhCvG`z
z9G&Eoj*X`%E~Jl08vwn~1o=mcG3|1MLWH!-a)Gfy0%5vlFkcWDZh}f|=b>UDQrH#R
zSU29zWUzW?cvAE$jdSZ7W=q05AE_4#co;7>bKM%l4+iLhK3flw^s55{K0VJEZ^Y}n
zZmQ=`hmt?{%Cm91YduFrRa$e!CG_B;fTW*bXACGFcS(Oiz=?99&#az7vSk-0!pc&t
zFXUfakf{n97<-ei>Yd%e4v6Yypgh?XJUsE8O`#<WDNBF0>f83stD3Iik*snPAKnDF
z(k#z_4d>U{TmO0=FMQX*BzoYG?F;b)9n^Im6!S@5p+dt_tz%<Twn@BT{6H55{9FD9
z{mS29L%uA(`NO%Lp$hV4^MSOHlIO|J{+%HBtAvG|;iO_ldJO{ag};MG{O4$)6BS{;
zZ0f|`G=96sIQ8l732vjRn&LKh))Js4K)^c0g+&(!T&+Yl5yDoV*)-DdBi{k>DG(mq
zg;#a}%CkxaSRnv#Zf7(h_<bQ3_!^urAOJO=PH@#@Da3R88h@wUK2-4WfWXqyQHT@6
zfuw)&Xn|`!V$Gi~PQ*QKV8}OZ=J>oRf&Y^BgbAn&+VPlhV8x3PIiP}BO~hxreg$G+
z3u$;$f$xFZkbn~UItl^xa|r|+@5?~S(zHY1)z`e9&t%XAEU>fJTtV{K$bjt(`MRO^
zvh%Lu2)MpBHfjWsy2SG&^8wWAd-%H+lrV~VtT6w0LLtWg8;8hk(l6J4_wJv}Ls2U~
zRCxz8_CQCC^kqaBpXD(pz2$&K-Z3CNC)7dMf?>=n6P#&ZHXT0U4lAkWIhaX|CFgiC
z(mjIbgIN%{+)=EfwBabBo<=`r;3yTf#mI)4q!D)W-t_Mwcm_~mu8&|cDj#1yd9zKw
ziT3|7UBi+Ga82kiQ)k0sR_;Dmw0SWsyIr3$njhv?%;~ODav#y&kSg=}Y$o#G)r?E!
zuB!17=Iy9r|6DJdQs*N<ha?dD&QoRrJ%cp!Jpu@O8ejlH<E%tMqIpW`fRF8`TslH1
z8PJMh0Gy!!5q50Ibenb{F@Rq3-m6z+=R)lf0%US!&);5dO{$V(q7$Qx<(KRZQHT9O
z<aFtFu%Tw6LT4nvEIfl81Sf{g3nQ&trrp`(Ky6KBRf)vJ{x^65P2uPb4@x<I2JH2_
z*R=d!n^LPm4&wU7Ww-aM0oV(#;EDz9v~O2jURO&<>=8K=QK2MWR38=I2C;>)eWL~I
zWFd5#*?tbP&Oqhx!ui89gZkxi*TctLyThsAmL$(({T~S>j)me)hYWK7MDinOCsEzq
zrtsI-q6px0u~i1%wTn=67lw8yyp7e91=T1c+?R3l1WENpVRCawa9V1Z<Li<f|2QiW
zP`7R1x|{UflZSjxwP>!}6Gg!06603a_q`#Vr(<INc=Tx#&+~X;879o77~?czd#H@t
zeYYUIh3^535I_Pj8P4ED?=Cy#%rt^?Xs*DuHd`Ffm{A<VqvW33>LB_FVz<{>Eygf=
zojQ?1Taq6m>>pstX4)^ZUn`)oF_CeXQM+fdpu(m`*~#<J;b>wC8HNaXkRm?Waq4dI
z2q|!N^i11ua@5Ui{X2O;XNBN$z#<p{X$Ool3%WZO$A&c-a9l&Zw0?k6`NpJ$)4ob!
zB!Hfl<$^S>H$E<$iBmN!%vdv8b<mMH=HuuXW$T`dpOUvrE!R+8((q$I%Ziv7vpH^9
z{NFx7%PT3a#<W9A*!O@ULQS&V?#ZD}{zYHfQ+_FJD~$X*xC;|85KfcDn7})d`4`;k
ze`@;)C0>EciX1cncKnp13Ga|QZmYj!`bCnI?R6@h8`l{9WpgvfQVDmXmk~3SaqV5~
z1J&t%fH|?6fm{p&C~pV`fpg@yzq@<G0TV`1>YQQ&5|({5*_W*E>fv^G*1-G7D+GLT
zhC?{Op_?@^)q@h!)x4hMRS67kJq7NLP&nTh2J{D=D1t_Fk)S)9!*iY1%Eh(0>Pxu^
zzp}N5;_1%q@x1}Jr`?EHuK%gZX*pV(>HzGKNPQbCEtwu@U;(o?lIRi)H4-I7MM?HJ
z_WJZ@N3Zk)M{chO6-a}*9s57}{*^uLkSxM;j~PW7IxG!14{09J-PI!?O?Vp7c2kkA
zuFdU{zY246o$}kX=B}*$bgyf0*?_R?^YK5%BjY5iPS{d>hG*KFrro%Ql%f3K$RLm9
zuE55WAzI%hX&VKDPO#!Su2-r9(s{MtCM?aOM;hpM(<m+H-GVVGKnLjtC!#1Q?OGmM
zURCR?kL;I{UG<J^S+{T8kzbg(k@nLKLhed2v$k)Zro-~#E6VFt-;_5jQ`O&Sj&2XM
z^S_C=K9jhav^7i~f3((Sm*0Z=7Y;LS0OUiUd(Jq5p&CNiKvl}KqqT)Agk!rf2rZ-G
z0T1`IZOg9!V4}r;Dg>C1^29~SWV;n@GjHY+A+7zm(qy%3g=%FsVlA0u3t?BQ?{EcS
zRpJaKm(NP*N~r>|Mz;$Fvkqt9ib@Dr_Ph6fCTt^SRJZ~qfN<xGBiz-<yB!&ACgM{$
z`fg**Z_xn31aca$27;NEb9_We0Yaa_$$L!f!<nc~XKCh2C(OKU_~dS-FJ|5=Gis3?
zhpuZHSI1A$E6f5~X{?ItV6_mr2%=L$4^8bmQofr>D%&&DH*}|)+HaCyJQE)IgXopt
z!EFOnfcH7hXoMZao*{wXNSJP;^;7`9*`h~_4`_jzf!5oF`W2j;ae`Cxzn%{@!i$y3
z2q-;8HS&?M_XZt3%-$Li)PazW=oN+C3uVz-p}t228=y$s*ze!v%u*DddeC9Voi&jf
zpV*xHFHxPU1a_{qZ1P7IY`OZA!dLx|{s92Ed<<qJG4{eBgdPC)Wnq;hQy?H@1W>#G
zao;dJH-9>K{xk-cB<eee*qd{~n5+vU1H@dE+ZzySf6wT8up%_=2yq-_`B9N;!sD*r
zmsCyvy=`4a->ukJ|2bQQn%@qEFVEO#g=Hm$Lj?s%1|2Hb6h$zLR$9VSNIC8{CA1;=
z>+J@2HX3Nby4*Mz4HK>c*WMF6RyJxvt7{8kb3<rma=o5c&ft1&YQv|Nz$p78L1Yj9
z1|T|;=mo+@)P<395u~Y)+xs$rklQWEhimSZkFn5ix5r=SJ#sm_DPE^NUJ)^zqUv#q
zxkY9GOX4C&^^${reOrAl{(123a`^$l`OqAWOStEY;3<ugf?q%tujX(R*hAbhk`;+#
zzF`?D6~8`Zz{q4s_|*Q(7~CKX<LuwuREj2H8X2wNn|;!k%+QOWy+W(5?bs;5K%L$!
zUd^tJ%%E<WsWoiM;QZuLWu*$>xj*yT%NhTGpIW9uJT=q&)Gu=EneY5NB7)r}At#2$
z;=acRzZ$Gqj75D9mY7UCeD)VO|LLK>do%J|c#Oh6q6^Bv#ilAW>GX4CUcDsVaT^91
zV=eFvX7sdt`~~~gb%9fJ^K=A1a3!2V$=x-nCsNaPeK6VD3?QiZN)+PX?386HDK5&q
z8_D8*98a1Wk6+?y9hLX2cLu~aa>!gV?3w&J71}aLZ-eK?=l1nZC>s~Tob+!k&0vxS
zfCGy;t;^N2`TS3;(XNJo1$gNr%?{IpQAvvBi+sHq+5C26jT<kFf46R+8{3ZOkBZz1
z{k=S_7>X@?^vgKRAD(Fo$f!xYt9==IS|x78lc)Kcxs>+1F#`Mv(!yoA6)XLUgLXrT
z?4+d1Dr}mC^YME!tN!u7gX4bdODahi<V$xoHoGbZf+{q}I-8fE%QBKoz4*c_PCRo`
zB_;A7-#qt@sr(Cw%^$Z%W60S3{Pt*fMI6RrvYc~labP^((MyhkG3}H5Qfh-R6%HP=
zMx)l#t}!i%Eb&u<bFHsnZOV^?F$+5wV&2YjBdPN2B66eP({dH?)ET<>GHSvCY#79l
zoNwy(xB^8?RNAj_1zs~zsU+gJJ!5QphM6e^F-dV>)6UD|3)`|Nvr4y3O-GQpf7CW=
zZE?D3je>dF&sdkDtEs$|Hk}X{RB|eoXQis@ZGP!e_fc!e{+rgI(r!e_2{G&u9W5N+
z=B!7~6sek}^oV?MajJ(LVb7=a5$ADwbhG+1S?1^DD@7BJ@xRIPC}H8GfJ0<tsl`|^
zf}#pvir|1(o}z(?k0Nm%g@<N%+b#N5V#)zcG?*+zMheM7ctnrT{Dpm=7KkFcpl7}Z
z(Y1xXK_%dSW(@UVKu5xQZ{+h4)6u`H*`ZW=XjBP3>i?wS8=8{3ziWUr+@|cfdjY_y
z-yPltj=LHI4gRMWU*28>{ZFl1V>i(5Q+@G_`zAYwEnR1(bH=P{eBx0iBgrH9!lSkb
zeT%91zfWg^+CQMlNaz-PpM;Ja6blgyDIIEQikj{Em*uB$p^Yf#G6~8*QqjI9&)NNn
z%ipW+XQA0WNdcrek|E7@(Pv*d$!pj^Kh0p|y~QUy#E=kHW7#FjfglOxzLzre<&*SO
zo(NQZELE#f!DpZ74xB0Vc%?^0t<Qtj5Le@Ms-g^LmMe_NF-VfJD3bn5ef2s7-7)HY
z-}9Vxb;qc1n-a!&+Q(t(k8k%mn4-?`!x<CE<y>Y|>{}RJ<aD2Zco2AO_KnoOSjzpE
z36Fe3aR$XJ-XR7x`o3H3Ce=ZP$)_pR$7R-9!!_}oE{o;+Jp|Sk@h>AjBNSet+h7R1
zviL@=+=rvHWZ@r8rVw-2r#cM!<C1N`&_bJG8yii}d`2vbznVnssRp(-w3OxgWjUe9
z6Gm2!7WY^w3@1WKI^`P<Nfm1%6y4D=GrK(d0Sm0c8l3j{5l?h5vrx_u+agD&MUFJn
zA}kkN`nWaNHphVu$oB_UWQ8^Ko6$3T&U3=EU%M@qkA?p%rGdYl0cJ{GU&r(h{-9jS
za(9dF$mQ{_#%$vh1L{sHTQ?iho_WgJUTli4L|s{uz^JEIZ8Baz`p9QIVrTwYS?<<m
z&QYxHn?Q*wGd3!w_d-6{J89A<;?=x^S+LWQKYb@=>gV~dZQF<vx3HF`0OO|1!dV}M
z`A2bLNnZ7*6>a4OG!m%opR^(#7-%t&`w?IqO|xLGbyzu&%9=|P_vIe(U}Ex*b`G2#
z+!Z`M)#sE{>2zG=B0<L@f5`M^bS8!fMcf;pUtc9qoqSO3Iwqlx8hkBFXrn-=@Ep65
zx!IK%$bb3y5>aA6Ty0sSa@>GQpnaj@ZCa4G^mcH<EHtuKRpb8tuMS6gv!`7c0ut{s
zMIZ!bE22T1HY3-cv0cf2_klF~PmRV4-Q>jxL6p(hu*XXAc2h;`e3LY`ccMj@(o%*~
zoi>%fXfHdx>#Rk0UF(krc9!+<$^;hbeE7tG&2Jko&wrHSN@Hrs(FVk*eXPd)^xl#C
zyueltlGZQBD3n`bCniLF6YktWJ$Pl_O78BE6Yy@elJojjwWBNlukTizq3Jr>Y1}6F
z3_s(Rp~&dMACzoI*Vn=e2ejuSxZZds@YocFL|Z6%9$G?ONR{wl4b~}mX=rUg6Ds-c
ze!%nOH}L1deA7cs{Y6h(TAItykTI-F?RTU9sn4-qihC!k`sf~(32ZZWk$<N=S1R~#
z?u~gM+pZFEM|=BbcXpfpQq>xt+4DWVSP>=)s#N=g&;Ho~pT4)XRlBEG>m}5iiPWjc
zY``f8)B`wR7ll9yt;jC=$7!SFP%2=_Hp2L$MKCDAR&~0(Dwbp-PFC{hWHB_dOT=UQ
zNI0@qa$gLg&+9c3Uc1XMI=FmRW-b0HPn80T<wOtH?|wTWrbiX~a6JT1aBnp)*VT5G
ziEe_EG)NXarc0e-K#)O?N_cXYVQ#(Lg${jt`Q&jot?1Q$)#2Fv(OtU^%lO{)E^0H4
zmS+qCx3{p#WA&sB<R2AQ<EJ}S$8UYvlAG%q1IP|Dj-G|;!8VO*-<kuoPc6TMDvRE=
z;eQZW$wYVDRE5BCkKOgy4H7hJ^=kD)zj;%W*UT4MrsvF3+G!3x?cgIt;qbl2PuP&A
zG%1uoefjzC!hKE4^!f3LAHk~$)Hs6`fZ^$0G0i7xFFw2d><Nw3p!>Uddo0^Mrn+?V
zL&wH{w<DlzG?d%Z9k}GxgN0RPVXo6^r%0sNTAZQxCkdyAQGw+d$JDq*cq+f^VmyCQ
zWpd<LCpa>ZIDX|LO6@!yxD9jzdj6#0?x=2hP-N`(BICgC9PtktO&R-d&#IDVZl}jH
z=p?)Z{MTAWbA8)5VVHT(PmdIrXME6IRD?%_2cwjfqES**KL*&4BMm|m<@nmqajVrb
z9Fo#C`#<M@UXnXxE3l;YV%}Vz|Gt-EryrJW!hgC$@m;S<xBXQ-)}^q6-`nAZ)|P7N
z8>uw~CP#tF9PsjO%P<&j{_fhQ-Yl?^q+Mh%tN}<FpITSfv#7>7QA~gu1;NKNQ-xjK
z+BiOa|LhWtmpHQIy?R>}x-3eyHD{3Tm73}r@7th&Z?;iD0)Ln*lG-#3XDFf3`&m27
zyf7%X-LI<Iy<yM+wuHdttVniyrK&qs^T@hgmb?BgWfxF4I}fYByQ}z`)Wz#RrD-=-
zZ>~Amjt<X2SD#$N%1h`nly#yoh69A$Sgu#9w6JCeuHe(CxS(LNR#|PH^>M-I^AlzD
z3${JA5jJHqPeW_yq_f`hzKlBkhu@n7uJ#2-LFkr2B78SL@2uRMGmjE&35NA+5^Y$_
zm-)-qUzny@_As%qKxq08vj81L(UgpWiGcjS74ILjcwq~I@yHqUbu##Rmxv#1WBq=e
z*oo+qnWyN+`tPkdx7+c*LqsE@Ft4?tQ^`UZwT-o^_u_il75&4Kk6v6cD*(^RT)tl4
zX{lk4Kta(yKxTegz{n#)s!eTJb!7jC3@2y|u}vbMd?~5xJl4FF9Q@F)`TotpndTo8
zgq4&Uc&j}3VLNxh6%AJWvXI_VAw4R)_x<ZiWns-;bxsbYQeACbwlSRM!Ix*2d>+_e
zifBCZ<IsB$ukz=SV4l&|=0i#Ywl3{&Rs^Z84#wvcC6>kI@`~!w(K*z2vBYE#Gvz<l
z2&na<>%VoC=X<S{5&_$QLaF7%PQ^AOcwvh2WZnC}zbs-v)qi2bu`lVw;d?Jn%8|zR
zf^Q!xN0;5iyL_cQRH_nntjL`MuI?Z;L_wYh+ePTudi#FQS;tfJRmNY&NDCFDA-0J2
z4Vji$KADN|QB93bzUH4)_$@6w4gY&RF-ia{caDmkDiUraY)klZ<DLraQ8~EXt-+lx
zzdO2{C!onA&x0$Hw$Z@RI2y*pM};*Qb^$AnYsb*&<jTFPvfxsf9ARCyT$6#^AZ)Ug
zb+4@=T4aN5E{`XHl>f(c+HjKlv3mm<#PRoX>EtYOwU}96@e2eZD8cN=pm-)|%Kp&g
z-m4NV7=We`0KAwfPazzE@6@}}40%1C9Rdy(m@O#qW~agu@R1x$bcOyMhtA&|l+P$i
zD8=W0ZJIop@i^5{9aoLNvtIkUEP3^9(+c+d(uNwIuacO0EmwhU-pdvI@@pfFb<r5C
zjhVYC)0KI0M100G*UjHPfHO}~kAjID%6|fX0jOf1215SM*5jpfJ$R|@<)*R}yf`me
zl;4?Kyf1Nk<-*~FI?VG*>=fB9cU3-yJYSfBLppG?(sY0hV6#fo(X7_@rIUv80D$qt
z6gHr7kfz~1tZv3gVhTFr1{uqEG<6!2Np>zr6|Wh<ENSI&mX2I|B+yc<&VUX*Ma|Wj
zvLmcSLZHDp*F_Qt2n7?~c^i-spv>On_E6-xe2|}$b8<LeMYie2B_aH2Bp}vZ2t|mm
z-lDKN1*T9@Zy$eK-37wCuEh`!vhlUS@n+`h5D`zkZ^;d{FK5d<+`$67ZvtdqsB1e~
zLRAuB89ldNjkVCATt6y*|F_t#@Yk<@%o88(=N9`l@}gq-(7J7Y1bD`EN`ngl(q<0?
zx8w~bE6ZJkLwMM#N$qx2=WUMa&A5HxRvHq#os^N725fb^jLOPE&Y6z|g+v{5T)L9G
zo&?HvhAGl8G3nNk2ghnNzu_lJD5GhXSa<Gks?)A9{6cTiy)Wsvy`Ib{Mpz*(!cw+3
zU~DDXld$%Sr1R-@&!q;3h!kw2$BV*-ReeL^u<GU{`^|$$5bgMKX6ixC<6X6u3C>%0
zVTg+)_M-Zpm@c^F2n`mZCSwS%B%ZZO2G^~5-nI805p(B@y!Baa-YGIkD}T+<gwE3=
zMRu<|FvaB9wzHiJV`(4R&(rO|MOkwpCJ4GkoP}Rm-8_3SSuUPxvwf@cB`YpTLwaa*
zHVrS;o!VeW$WL92tHIKF#VG#3(Qx2Iy9)|A*Y}#q%5v)HN6r?zPUaBQ=p{f@C-@0A
z07DrdkLF;;zRJ<Akt4K)BBuS}2dpZdBdZK}V|=TGPsD;w2HQTElV>#?XNy$XY`SoX
z_yz`3{q6YhcjZ>(zOI8ct<j_4QWqg<$FN>;cyPVe@dq(Z^+C&)S$4d%*C!SM&?;3y
znq%9;w`o0+RR~$%>o(RV!Zy2X>VQ7IptiqeX)8_;<}C81J^x{2Uusfwk+D*mj)j#1
zuPira)KZCC`E`aNKo(08fwU=m0L73*UH|Dg&+MNKLgr13LO^8x`<w|i-2>|?1ZHC6
z+S-2LKGgiYI^^8_z0|UMPD_FVYwwgtviuQDsL#uybi+RLTjlghiUzp??jDXMZ0Reu
z(U@e$EWqUUDJNY`ibv-H{&K=xFjOti%W94W5=%%Y{_g&73EjI-B~!(m<0FekK0V1l
zTi%NVT^#W`wL^69vW-;7a_s~TtI$tVQy%8uQH-1G2l?{Lp7WTe2(za!22}xq#jvIv
z`s<>ok%Gs%U}^*$#?Wm@lll}A**}q4-Nn#^5<Po%a6l35z3aU%dGulEFkj-l1S@;w
z9){lSpW`NaLr#dC5ph^>^<zf1<W8thlzRcJc14(d$3%^-b-O`e6%|wAk~D9{8NSUA
zwl(Y8$2B@sEM6XGkGL#NoH^KE@qhg*Nsw}%KC^v{rQGKvpkx6=dUwg;bcO%(6*lC8
zVhfra+4ayg3-#lmL-u!RaU;vtOYwS+hOuN;o`B<308CrKvkyCA-is=~y|_I-91DE7
zTY)S;z+;M9WtT}L99A^@iqe+2X&<SZy{Z0=vd-rMkJBxf(n0N-8T@TW7Fhiiy=NUc
zsQQ1Z@xD*Ghe0;D*$i^HnTRMJUtXJd_dn2Y)K{VjfcSICxy?q3Cu&pnMTiLZi+0(y
zyA8F{#(j4AE~mrYfOC)+mGSA|?6X5p^mPPgBz?r!NeJArCmbCn&`u@ffR)iUfV|z=
zl*)ZPDycV;yt1#N4DrnO$z$C79_hX#l*hjCj7x~V#WH|NMVPlpTgI~NRfe$Evh8<-
zRl9cs$|K;54K_+6UmRGqgFYP5#3!N}1tDV`*2-BUtbX*8v^?fltKH$xznA+j8iNjd
z0F&dZR6Mo!j0^omInXq@A`vbgbI}>3&AXx0Hp$5V@o_xpGHa|a{Hy8Mww0e5>cL>V
z)ucG}=9z7O?XySBr)V2#W;;@36ehYvm!<-Yi>2wk7Ri#hzE`RC-Zqe3(|b9EdpYB$
zZjZ1CSpviG_&)b<?cXXNB&FvL(gsNMouX;T2xFmM(dB=^dX-fS{2apgBJL&}*s#3+
z?5D4v=X1920ONV?DatkoABClt5UXePeOi+3DWndlqYyzt)b{}XorpjTxe<giHd3vi
zG+HRtes6Sz`%OcN2Cp3-q0`vwfoxtD65QTir<Y|FB~#6)xB!mejEmQi3#AY)%kGA^
zI5a*-IwvDWydKX>^wRM0Du-3|^_T`zVUS&+xJ7_F1FTx3%nCGHW%E<==%|@1$Dgjl
zpBml@t4Md&e%3`6v*?{3v4odfLvLa-3Ez`{{#?o=70fO;m{qWG@33y!u5c3a?9}wO
zHs5V#*_1sLm$o`am!?z3Fq%Yh_X+ogroCH}kjih}o#NiA{_?_Zy~_2$j98}G$D20M
zg{OM<wD$}KH|D+O?Hn_L_XTBcGjV?<Jg_hQU#$6q^Of~W`r>=z=zZ2-Ll{~FWF$Y@
zgxcfs(~34z$a1kZ;Bdm;J~8<U4)qEA;`^<6r($}mXXOPSIFgCM(GUv-G#&#9k%+_<
zk!&Uw$nrDM@V{_jul5|b5G-)sPF~tJA)2cA4l@>o5{WqO2esmc#rm(?0KC>5S-~Xp
zwaJR}6nid9<sKvQ<>`C3xv%+gYbq*iGd>~(LH8nBY0irBHiPbX33fbAZ2kd?rTDB(
z_2lk4du&o+JXuyg=&~L--ezHj9t?gwa`wdKaBZWcyfmz=x@WaPWrjsEgCz#|rj|C`
za{|UMC8}c^nXLZs+gbiLyzi$vW%$x9?y$LmrW5P<gto?iXd4OLYP!;PQ|%9AKdn!|
z8<E5%RvJxRA3e1-<KiFRR{TRd60*v&S$6wlQ&aOpQl^n!X}(gmXm*_8ykE8%-SmCB
z(ew0-p$Z0Ft1u;7<)OlEVn^6Fvv>ylwA^nW(MI(#TCrqGlG5VX@MWX2SZMvZ;CbyM
z+|vcT>sH&C&P0*>{TZHWaq>mHB#|CTF9memNVzY%N`OTK3$<1Q8Wpbd?FBf^Zi)Gp
zM{D14=heF#$jj6qAGdn$zJ9Y|Pm9tN*y;(qo0Y)KbF_FkBEd#I^CRiTMS88$`10@A
z=D0Bf1Fxwcfd=W3{r8rWqFkwXnc<hDK{BEcPs<<KK6yJe0&CA-V6X96eK#yjB@qH|
z4Z(uCC*iN04MCYS86{r)8r58XID27xFj2R?Fr^pRJ{&KjE#~RZ{v?IBOgw%JJ!dGO
zk|}`;_#4ZXGO-dgM@ChXYVj3&D#>FO#XdHc^k=c>Y0kb}=ISw&(0DSWrWfm>U0}`^
zpxDLFW}eD_!quLihAnWI`ug|7o6|oXZZ`L`?sNkMjVIa?2Jgh!g1z3<PSNG4Ex5T+
zBpCAQZt3_}%0y{ZOf~AhaAcfKp%tqtFk%srjY^AJzh?ht<FFVomffpRfI~*}nr4E?
z`L)|ip%w+}#g}ifwVcMCFqp=fOZKAFmlM;v=yH=7K99t}v0a&bV^I<}7g2|(>!L;)
zm~lNYD4$P;Isby3Q~ehxC-}vgT61!}ncx%JlwZw(Yx(*W@A*r!G4lk84q6SCE{?3e
zeqPyZfczF27KgoMf(WA~dYMtsCUmuql{(T>b@I&<aGtU-f6MpM+$=x<vZZz<Y#y@h
zk*Fd`5{?*$y{_XKdqKHH<-%~Qok~!sSM5xj;maps24(@~3)|z{fN5A@p6^08bm=3M
zDKQxK{KMzcGIUGpv+YUo>OFn&xeQ_F<PR~yPi2fPD5?FoEQ_)y@NM2&cCuA4+2azQ
zVHMLrN{lC1ijA%LEwv{lSs92YRc)W&sOV)}SE#0G29YNQ`5WaIOs)A(RBr3>d0`cb
zR8zelQSKsLHk!fP=r-8IzntP`pi1lvx+)4_ERZxUuCHzN7BB6Z!5bW0V}o7!kc<3&
ztNG4QSZvS8f@$acTL_N7h^(|$Y^ABL$n6uH*`&<8_51)Rn;_hz<H$e=Sw6+!#i(4>
z``wG4l93@UbUIcxiptj9ZCB*O)WWrx={AbK()Y8cGxb=vfTau5@7DS~&I2XGZt1>b
z7XPXsCZLG1oKuhE-99*WAx|04_EV0pamqhW64?!VGpt5&uK3Eaw7Il8)_;w;sGR$3
z7eDvnPji!yay0%w6Z?7;#W>(KDW&4KezH_PDh67L^qlTT=}Mx*#*avfXsY7A<094Y
zxMWY&6&kI#2^?X0sWQUR*`$l3`xzM8k2u1q#Y`eez9=l)SZW-&Ex7MieoxcsAF?os
zP{<>HDp$f<Je*$jvRv0|erisuPOWeIB+okCrX4`BLaV?!^o){)K}x8Gcq~`D)Dpr<
z)#h>tr3Pb?nj~fnRwdxa=qMTirj$UdLl!m`Efzm5P%j~VL&`IP=iu}Z=GV{ydLzC{
zim^7mq+Qm_0=dhaDzjRu)B2q88FTsZ+^XwmoBpGJu#;ET5nyx_W>u6~zcNNnH)+_{
z6N@t}G4EZu;Fr`%*t(O!XqlFudh~Cw&RQ(UZKBe_k9H(2`1!<Hq;*zqt$PHiG7z0S
zV!m0yyDIhzRVu@-v&NT|$T=g~{J%-IzeB8^EY1FWxGVOD=L)&Cf?J!tD|#@p3k`aC
zm!Sx}>44t#*Cxs%!n{$yd6DYMcd+>p8Kx7$8EjM&C&!iAI=G08gXFK)coFrBK-0h3
zM+@;Pu424uvjKec&oj7<KRH_7F>_M4{#j@X9Pi)n6n0%~H|u5Q7{}b)mPB=xHK)51
zGLF%~udMAqG@DmTbGd7sJd5g#;D0hOrhahRlZ~T-Xp=L6XFa2&uvE9O1W7dWZmrOY
zQVDZY92qb}Cpjudn)w14t?kv@xJ&P+8Jg)Q$kmchsmg7g__*ipOS5^opSs--z4yJ;
z?QJjj{xhdW$h09grC2t4@<EHXkbowJq~sNdijA2%EA(D~;TJYWF!cpyuMhDpYmYG>
zNAProCPZ(w1^GMIX7YpMFxRY+cg@oFd^Kmsoa2<)432{>ct8U_5*k}$*y)mJ=BA!+
z`9Z#&ULO3jdb<0EyFD@%w3S6$xM|GV{W||?%Y_C_VCoUcxn|C0?nL~XsPxh?<szCi
zurLrO#Nk+VMOKz=?@~d}I$!xKznH>$5XQTDWnz;T)Eo`cfTs5=naDVYd!WRsWDmcS
zBcHHQd#=%5KHMzi2E9dc3jaRuw(7I05jb2bv>9;JgCL&TkjA)Eq1DMo5}p~YFbdKe
zL<hNK8hRvrA-r2Y@w{ipEL$}s{BDK%+9w}DNWntcL7fO)Q_u4A3Zs<&X0%c-fMEpP
z*ScM|Zthj~PLH6nef|z#o%V3*RDx<}IVGY)f%|AY>f)(<FONisaWtt-NKhzW&rUq2
z!nH+C58n)q3zQ%<JeF#(JI^jzC3reBDb7Upw|m32!Ck69pYHF|)t4-z<ASFiU;O)T
z+u#S}o3v;8E7s6)MmP7wwxR3S7dWbxrwMvSULR&EIb(Q>{4;mYMU}a!-UGP=-rEkN
zp-#)6{;;TKbiHuN840ygbZbBvc|%{dYs*uKr+{JAKvt+7HVnkFH7mK(?uDCUzFq!7
zxmw_SPGDJ}MGllnkCZ9;5Kqs1s5XL27oP5AB3<z+DoK}e3kO#81z|x=OcbY7lcumQ
zunN-edqiOD9p$vJu^@@0U%FoN{&{~IjCQ%~d+7bsgw4*iqeN<>)W@6pS)X29m&G?z
zs75wD3NT1?f57k6dc8i@{*0i46XU1cOEefKZBy<!^X*y6z^uYJHXdd##yYQ37&qZ?
zf(22W7^#FAEC-7$tE-Z*emcgVZPYvf#tNQ9*DpA?OqRT^s8$x|o+gUnKz~2^{OsVR
zw5H^p7a$71<o3G0YV>n&n1ug&G+8=2ReU@jb2A%~vWjL+5~kdv{n;pAdQ&?M#O2%m
z;g{>Ikyjrl)#68&^bFIFYt;fxJ{<AXJl!h%M6hh^%b=i+^vf>3`+d*3h>8HzMLlI`
zZYybb-#jAK=mR=@Ccu%{lrh!SvWE?IyT&pbfVWX_#tU$}p>n(PFFV-2VK~89p$uE+
zeAt_}RM?L0UVhZ>-|Th2_aRiH>Pb^)>V5_dKYRJ@>-AUjmcym<X`7l<9bdO!pHtU{
zM?1H;Oy)}ERsRgc#yr<8a{N-d=}yL8otc8qY49Bzerp@|x!Dz24p@5e9X;6<zU&)s
z7O!hJC!q54nWPHEAU$v`zH3#ki8tM<wPYhy{YBP$xWC+)q>r-vFmzG<rO}giC9~80
zsu>*0(-Ci`Zg*BANVufzuksm!&XwCg@Jt6j#2W4f$af;5#qEk@!ec17H5i$iL+O>!
z<d1$dO0m;wJ&Be)mWN9^Y9$p3M2+`UGkK&8VW#EU`D3wgJK(BiooTdk9Ugmr7j6<y
zO{Z?DS}4X-+*mM$UH1=jr`}86kBg(84VL;Y-y63aT0enGGw%U;trvU0|KP%QqkWEK
zz#5~%&!3-X?<%PlVO7`Z;}McSB|KFZ2W$aV*US-Q<Qc#W-d3S8YjeA@on=C9B`r${
zk>!ALceEcHGC_rR^}F3S3S!2DI!5g>mDw;AveX4H|4O*wyPRSs6;8uX?{;g6YG&)N
z6BQrct?dW3T_;FN99;!^=L%$<uMC`$a|W%OKdd$m#Aej%eAO~>UbuZjZ<>Wzi=CFY
z6X7^Wt%+Fidy=fWpcaxF`5asf)<S+yCXpHx-1!=D&Q18pB65KRKU7q<G$x6#iO@Ll
zfbP7&NPU1TBx$M`37X=UxczaY$=oXEmSrb?S{Q!{CrBk21&tvD$6n!ULpj8Gwqi-y
zv}<4Sp0e|w0kc4gXkH^7FT=_6zN#@z)EbT+uU!SN=K6%WlF_tOO%;2}G$rWe^7o0w
z=pAmf#yS_b3SwOjo0G-YQJR+M--yG80pldyh~ZS@T49??MxqP{5TgM~cvI)a?h>2j
zk+-f%2=v>ea6UdJ9E58#Ezp505VH>viz}<*3!X9SXHEQ&77o!u7MHGB`e!alQ)aR;
z5_Z!Qb{~Ja3c+`t(R94=Dl@v3YB<&dBCNEEWpG6qg1(%LlO064dIhcBV5a<7(!a=H
zzo$H3to$(x+2p+ad^9}{cW>CnP;wZjS87`Sh5<|#1iV}dtK^w7Va=?X#h`-#+pDHu
z*RKRHwuR8Me4sbc7#%?G{sl$Xg8?59*8!78Lsz69&<iJ~w9twlix*ktuQx`?&k#DW
z7HN@k8j<=Dzv>gVl%S?(Xrpu2@W_7$lg_%?Kbk0ZL>NVB<7#ZZ!kzIuC3shU#k^1H
z9_uo}+~A)XX8XS8lS7~KXPX;51uOuJUoWz|-fb}g?k-`UkWX|=MvL+eVAq3`3|cG@
ztg85|3Y6Cy0O?4MK!bjI->M_;KyBG0G9nDl1BLv+<ycx_dZigP5&teH$ITKxc>qN~
z-T@jPj4@M$vO)nG|DH(ZN>0K^adk!&H^hcA!EWv~%)*7LObF$uU$6Z^xpVpUK1Px5
z;WEtE?tbSW_dcLcy%(?R#PF<RW0EFQ|5x|1|5<<d#?P~d<%vJ<-r58QA^*;;@A%%`
z<vY2xu{GGfC?_ag;Y6w`Q+e1ui3=9GsT^4<($we%IX*|q&l`O!sv_g~S?JC9({@B*
z!%yi{GiCf34@%TM>>M;W@(!4%LcLQuW%LsxbSdVda+o@OCG}MH{{WLgY`($>iJ9k5
z-~+&MC9Xf*o3v<QoT7)C8L?<3&r}AwVVW_BM$kSp0dcJWHM-WQ7u+xUU6^8tS;}K)
zv7p?=$PM*VB$MGsWcC8b{XIX$aZT1g;xgR9eCEe`TT=kyo3+Pki)++2v1!LDO*=(5
zZ^}sw9P`S^04FZW7e|ifd&xXF#^5$?-oAVH-uFNH48T>2jiElnDF7GBd~*YiE1{wI
z8T<jK<{ON&Y@rZ<3uV4J=%%KbvW&P3x9DHpj1wac%)t>_iU3X+C!D1ziD{`LaXhmL
zIFJp75)<O<H){H?A|<c9`l`NzhTZeX-H+Y)*wPBgOUovIP-4-HV)JJen?KV|dHH#{
z%?rw{y8D_t9xw9m4&9#n?G;x%RkS3*WGE1A^|WYoh(F+XczUgLR?UhL<bx6jvjpfe
znT9{$!`%(+7|vrC9x}u)aRI!b&Z85ciTD;gQ}NYAmNG`~Be+K}+<02F7QlV#si#ml
z^fu{y$~R?zgO(fSw+=4LsS+st%4j}1zR|OZ%{mb?X&Z5!DmAdi-H3H?JXK_Xv-g8z
z9^5~;+iUhpChOL*IOn!KyT7&pH?UG{MFE`nC+Q=pe^Sji$za5(i_#Nt(h8{XR9&hl
zx;m79(q{mUdJA`;k7>TCbJDcklxs8r6+J18Qy_XeDg|&pMjX#6Mw|c+M$0f9U#(h|
z#F|Mh{&f4DPZuv4Q@zsdSKqp#Lh8a&Yd$Ep_@fd_KPs`zIF^1;Y|&?BzFbgd^$k~D
zTeV)TNB{kwy9zu|yIy@tK2w0hlEq7du!I6XD9ztdNrIO_34~JuEEFKIxXcb?l!`&R
zbLY;n&M<u^qU*7VNNL5iWf^P8RBE-3hy-<k(8|z7v}md~&6ZI%+92IdZpl}pf#=TA
z=WvSsXLU`P;?~Aqi48g=HtiJG=-IfWXYou{Z`^^Cgz~wIA~L|W>xrBCmoZhVH*MdE
zd2nY={V0I@YL@`6KY$abI+aTOld#M|H!<P_a9ox}!07-S^%fETqz=F-;7s!kPoqgU
z_$4e;w3!+ClgT*KQ7J|o3`L+@IDn%=D_&LwT<w}QDpslWr@!77SEcGrcV0j0zvI@H
z-#xp;^7$oKee60o3H82=-rMuh0e`vg=JGLdx88AA_1X>MS<ow;aA8_-=pv%v=xkF%
zz^=QV1ZRR02&V)Hu*Cb#gmDDFH{)^4%w>2Ed|=sOJ<+=Za1ckFFp;IwYBH6AGxQJ7
z0O05W@&MFxY&XthTEe?<zFlxl&X&LvU9Gv>iH)9(Z`LWkar?N2Z4;Y!if>_^ELEzw
z=d(oyxX!(;`32pd>$76*dOM2p94<;MI16yI7q@5+;G#|cBo-VLQ^1w7B^(P5J&lSM
ze}%(>lj=<^_4H2yIEQ~S9KiX|O-RQDrlZmgIER<ga~Mu7I1_NR^s3dW)~Q{qbj5^w
z?tkz<&pi3iU;nwT?4E@s*MC}aUFc)&lG2-&l}x$o*4v&cR^+bx?yuXpMPmF#lfM03
zl!Q8C!2vkbkpPaqw`WxeP6j2AVF|E;G1m}v$s{rcd@<inojS!Z93hAZt2N@Nr>ax)
zGb@lNVxh&M5a>b^`U2pv+IR-~!>9<(^S~&i48K}%LC%&yN!xa-l!RxpV_f5B37ce9
zuEfUec&gH+tr-EH5*gqcw6dqsU2!${95e2%AJ3j&w~h@Ww(Z)r=RFH>{bDP|F#P85
zPYTh5Zlq$qg>q5KNVEw!acEFErTga(ILtQ(;4rL0`6rcG@XIvW+<76O+lYe^p2Kh%
z0uDg)MWi3g7pzmOcJXqt|N3vizdmql{5^>~Dtx!F`1&O!H+>fRSXA=ME#;3sb7!%;
z9=`j*M<1`-xMdY~Lp8jV0FJ%^U*8dALbNkMCIF5n@7lGCtl-BFN{807ssty463DOw
z*olB^SgVRD(kuW1;8<9R$(5ju7)z)}!=%E?NHl50A|u-2r+hBzNGv!W0K8(p;buW6
z@WAxIGyH171vyp%ufP6=J?@s!tPAlZu?^c)YSf0PlEmhgXR>r@Ye+7XWEOBccYS^2
z$gwHYXSM3ot?!WGEjx8zynNMx{YSq1GIi6YExUKxfNN&~&JjN;=9|(@GNy}?I%c{k
zvlnn`zEPjWMQIMe39tlSCe&EaK*T)BWuAaj#(@$Uh6@!)DHa^vQCitWfU8yw+?9#0
z^xuL-Z@Bvp4exLIRfRK)i*H(9a;wj=r1<9D70$-|J@%G+Zh7p#1zWW5k;q=(7XuD-
zdIFA^NkZLtS}Zu`G!fU0i;1cd48w(LFTr{L5)i<#pe3R8m`emJ0yrW}SmX*J(vn6&
z&BtznFK*#{_@ZwIUY^3O=;eyQGE@qlQtCDj02w(?o24!DjnGd1-z)fQPL)98dbQ=F
zD>v&{rCH~g2CXVLZWrIALt>NGocE_27i1Q2UwyT2$BsP*_aFK0#A%L`$A9>0_kL!;
zaU>^i*|~GitPdA8zZh_4cnMr%9wm|^fJ4dW6yRupv`3nibXmpO;s6}RX{{PHqT}KU
z7b|<yJvSu&qx$~n^PiX8wyM-FpJPR-?R%nsEP7Ybzuo`Wf<;TW>()CqCR+B2lYuxa
zH~<I5+!h=|Buvr8%wzzLg=9&I>!wzKUD7~;63A=`2;kU)he_i2y4nAlF*ux)I4u$8
zr_cc5j*L(PJBM&Slu&`)LW}kkKE)w)XlY+8J_g`G8@J*DI<Cy`<2&+%nf<20^_QUp
z%9gQymx^^+Jh?Noxufef!-9iuv5nerzI3Tk89qZ~fJ;f;0nX&WGntaILjbpH=T|o1
z`r@55CkUwdCUlb&#^ovtj=r43Md>!*Xc3prf};U4A1)!WO0jaW_dIm(gSY;3cZGB7
zN*!2RYG0^hb*ZnDOCQ->=ICv={N=t!{~4W7vwNQ*<;s*M$ONtl;OMye0FFTu$cya;
z;B+=zFbtPr!wD|%ECIG5;5^G%F@YMNBr^p79R5kr#td;bWuy6kBqF=8p2Ukn%2;+N
z(THU((7YKKX68*-3?C#dnhe6yTXZjZ5&#F<_)yw1T|R^dW?5;^uM?cisS;@1*cux}
zDm7^vm(-q+l9;+JU>wuBpH8y=)S$t7`|lYfkpXV&)?KNoJLQ0G7XY{8tC=4xZ2l~O
zvu3p6ax}wB)O?E!aG44+!D6DHrXiGc3#F$=-4++6v@dNn+BB&4J|c}pE|!+X9cV1-
zpXC005dA|wk=|*h#^3;)#kgwK%EcuVE>`Nd*GIiuc>ci(=U129`(>%ap2wP!UmvY-
ze&qkg{r;w3{I6h<<{f*sY}39>sgj@#zzO3Na5y2&iQbICv8e}3PY}b?y?Zw_02Ul8
z4N_xpE@e<}f<Nb)5}>l-B%z_@xG>9%UD6(T<PicX*;<aR2LK$q(XqOt>@*7Xu$X8#
zOtlUrbhJVVRn$|sXDGq<E<zWMCdnWmfTQEeeP|BMU!cN2@x&7}VOBE9@d9)_06!}~
zZmy|lm+wK!ma*d8o-Wj|O3O}_i6?2$D!N_^<^?1)=_n78RHJH`Pm_&+`!YFohYh%9
z&-PKkiGLDHP3cBOLextcD#(OUBs4RMI<hEAH{hr$peIAXfiQo-3EfC(r$V=^08T<>
zB*;VnSG8)D#A?-9cIz*9-~8aM59}|0{;M+Q*OxfFxzsVov7yA_1Le+dE&cs%H~;z0
z`))5^xytin-io#6)~9XdkRjk0gCoeKP@&TFV^K{g7W4pX2~v52X+dGOpx`oh39zm{
z-6!Hq_V3@11;_U2jLIQU51;@Ss+n74GNwDF-xW%zw4TDJI0Tl_W_ct4M{VbZypdUZ
zf$ir0`Eu|~Qlm!l=~Zz>Cbdgw)*-r1a|YciH|Y@9+!`%?W7G&j1j2v9>;fE{!4YS&
zbNg;AH~<$DT><-zxLg2d`X_~MCg5P7PW0w_>^}4}Qw#)fsOaz~dNaHwQB^Wd4dXDN
z5G*M=Z{YxrCLlJNC*wkyZzkZxPUPc|a4a|l9HF5KxN23ZR&UU#Wck=%UmsQGp7Mvw
zpFbIWep~4?n@XM7RO+~WoY-Fa><`iBca{6`KX?4+np=Kbq*#fbLr1sm(5*zVXDBo+
zJ$eW}795eU?0&*(Mf7r6WQm@w^l7O-0pP-KL^*gRRh@3XdP^K8z~z65)8@bb{Vxc^
z_07us2M->^g2Q|RZ4Auex@0N}WMQb6nq~^sPha9HSCO6R<R#ara34fpa+wHo?vV6X
zX`69#CB6$xHd$4YPv?eQ#>8_PEK8bDfM}r{6x5(w`1vT$9IRcJ`J;ty&m=X1Yn77P
z#$veDZdRp5mxSgW;v4tiVM-JaIUOL>qh<@>7=U9W4!~{SzI(>|pEhmV8^H0?04(YZ
zfD`jg=*IRFk`W`0pOp*XAit(3;M9my7p3LLvjsX34ne4f#B30qD2!uJiH7em;uLUd
z!~rJ6;iXi@nWmhejg-G4;+!OvJK&#0xGiG(Co=?`gi!J=_%;GK2Fs9y`1sm&>eg@7
zuF%uPesxXM!+(2d*3(N*Rycn?=KQ&6>-Z_={ILq>Cl>tZu3PW;-SxkC;;AC-dk-G+
z(zp`Eiqb(ay9dB76yR8k62P%sJn0>G+=1E=zYTgoVktw_nc#eGC;^%bk3p+JIn!_=
z6W*S^LaS%7M_S+d_3IgN18~fP18~p{VHY{jLrsG(iZjh9t(0z>5n$;Bnz1QoB}z2S
z*q|G%7htT>i(@Dd3yzh<sNu}cBfJyU!2?qWK6FDtT{bZ>$A_Xh(U$zs3~1(tT6c+_
zftXskbEQVlR%Z3B#_h}3X~rUxY<5|xv1Pa+8cr!M!%VXka4Flj?V9oa0t;|47T~1X
z@RP~U#4iQiM960g;GhG56UO-i4wFh5XAZ;pGtPlFlWyVrCqXSuUaU(HEYk#dW&xbQ
z+5{XZuT-gG!^Tb9bn9EZRJp6K|IM$ije7L<N1Hy_uK(jN^?Urqh7Y#*=WPXkac$J~
zH(vEj@sd4<jUM&p)H0<@v0H=XpuE@w4h1-zNT7{QHA}=(TQFKtHKgJr;!I$~h1rO5
z<T42a60Xs{A{JAl`s8KYJj0YbU=Y#P7=6QtgC+=_sO{UgZ`-zQ=gytDD;b+(RL&Fv
zEZJwrEqD}F>@ds=2{R5t2_NAW%t<z_V=*zFhl~h!pfg;sU_riDx@PkJ7k!m2!Z2lq
zqECQpg>DQ*N(DoK<VZEU<R3crRoS?$Qkz!sP20yMwXImcWraG;*q)ocZ>qGi=5fEt
zB)CXdpU5KMG{OW6Zo`I@9ou$IfA5o~ZJvv+V3}hM!08W1hT38Rj_wl|^A@m3kJPk5
zJT17)&h>V9DKWJiv*Fx!oNcRlBx1gqbi;h(ZeqS+!CBtPrXl^40M2ucfC3J>5%t09
zEexhLNNUpK`4{WAZ2#|n|L3}!u86uKN)OQX*uVeVpk=$!linLN^0ksBikB{3QcBMU
zaP(t!Hvs_07#!VfTM3<~A4{i~p??4;9!t8om%Mrh9}rOqh`QtFM#M>yBPNC$h&%>O
z8?{V5XK;Z50u~S;0)$~NM5>nLFMrBo$OF*jvzl0fwL}u7#{<(n$dKLHbwQ>;Dg726
zHKJ;g+uu~7w6*vx5}U-_?bdNg?JCr6g5d_{DmAhe;6jQQ%TmBw_5yC()}7Peo8KfI
zaMW|LvZ)*VtZ+?wFG4!b2;;bhYR1J1I8?NZB2g6;aMVWe;NhYaz+wBCUP`s#u$4T$
zlyC<CA;1W+9E<6($^Z*d-=hcE49_H2n$Ag~8#m<67>Po+4E>W>a6CLB7F_xO92=h6
zfJ;aqyapqf*PVLx8~D<j9s3Mz+_F>E+DX-FH*VajQ;+9Iy)<FgOXH?BYTUd?p{FpC
zDLn*@M-M>?kTMh(B}K=B;d^ugj`>O_PMm;o)FpyU7<^|W4n2S$i8J(gtx6V1E-L{d
zgn1%<XntZEPWVDYy9`3RroV(d`Q(%T`OkkCl~W;PF?{)7_6ZNb%^rXJah|7e;le!I
zGq#|M+?e(`6S1Wn!5b+?9*>?sjhdgEMxD#5VdRf9emtXTmd>f%uzh@!XW0=Tx^`1S
zCF7aI-Lyk|6Kh+yS6&`9cI>N>e}?_e>;l}zjaxTtNZr15=d@W18n@|Hp}aMwM!OTh
znRHXexdA6XrRZnVh;zr8xQF2~^irBeoG0T<U!{`Ho$;X?x3!Enm-*)7pA^8U`3Au+
z01mXr$5R?*OO>JonzwG(bHK3vFN_&H`pv#WM|bSew_5dD&lD*P-O81-x(A3dj<%o$
zhz{hQp#Vp08;&C};^<B=gn?I9BHXATthSWJ3KqQm5|sd)qHdu2Xf^V?lewHCRn9Y&
zjut6T7>@8QE~l8K<oWz)t!$J~JqjO;ntzg~y+pMrM{ZlDbTRqdgl5evHEhjMu2vI<
z-eMcJt=!P^Ng@raTZ@`zU9u5ythc;%%Z_QYK5pDP4RHLj{8Fa*hF2MZar8_Sa9l%m
zqNedvN~19KGd74CaVTmKAjXcrml7imtRRk16X=7gheQZA7seN&cAPK{gdrx{<P518
zZlsp&*XpA6C%K`TZ+7se$8M)O`W9*cPUt576TY?BU(A<4i{XSU`gGx9PZtJig$q7e
z=&2`)J@d5PcFI$F(ukx0(G_SF$`G`{ECC!}+|z<%Z_4f4cL?C9P8f0cju?p}${NgZ
zX6@Rwq=Dp~62KPV_afz2HZ`H@<Oqy~2;L%1o7R2V1dWkhB2J`GDW4MRPZ6BYaL~>F
z0u&}cH2qa-ASx^O)Wb-gWIPtxE4-2Dk;-fe(4<}YT8(4swTP|XIzFjwDSJQeq#89c
zH4(u7F|r+SQ)kY%09OH85%Q1*IBEqyq7ApS#AKWRj*CtGtOkf1aKboGFD1iUIR6p1
zmr~~oDC4Lthyc#!)rF-MOwyTLQ?&We&EcE`viM7R9-hh*aALkeZMXR*c%mqT_@tl<
ze$fvoUp{RLhN?9RP&)}+BX4m7j@62YC1WbCjKKl89Xrx2IMgQ3IcU%z00-t6vmlI(
z_-g+u6#O+uN&uxtjgly0`b!au?Iw>r;Q?}+h|fR6G}L#_@Qo2%5bCosJdbjqc<J||
zBy*&iW#fmIEs+-FpODnLVuO|y>$fUfBZ++hSUEYqNhkRrod=g)pPO~S$sB==8@H@q
zpR#Ssj;S-}CAI1a+)%ctTzZDm9r6Jj*N6>b0#5WZ)`tR428Gp#a|4bx4&cm@INOH1
zV8oe>vrIVKh_fjd5_1quMIb0>1B>!TxsTXxpi}6^2VprPZo2V=JSUY_>Nbrf6yVa#
zxAcwCQD~UA6p<9Ha7{b#@=_V6fTI8r3XNwYbc8WDf51_%h%*r*j$t?qI?gbmAiL^Y
zaGxxe09A`S5GRj`&9sg{JWGJSSr&!c(q3|0<lE5_ncBebF28;jt5A--y>XH?5g@S^
z0VI~;R<>qROx@<O^;%VK((akU1^E-x$u7l%Wh3C&F=tEa_IGD|tbjx73gCopGO8;n
zhMX92_&2ylj5swwQ059aY!GD}zB>V&X~YRBK!yO$WSoYYz#3h-O9tcAj&oqnH0YFQ
zn&GdAppBIGf;OQWw?(Ldhz++3baR_;8PW~^Bwrj6^Nj+5Sq{KaXcV1@kWTvvTr6b>
z-M9ng#<S5{Jps3M>vn9nAAkH&9F-Il%9Ah~8W&oEl!>wY=~7g`;GUT+0hzl&yeoz_
z-4EQ({6;yhhx6Y9WRZ{A`*s{DbZMw6d2u$}n{T`!l{}`QH3a~}tsI7%6(`xcazlID
zwd@AB=rK`Q*#$TjUIuWf7U1SKYSlyLO`>(-m-;6?0f&8uisnjH&Zu!yKcnPLz$xS0
zBXQ!TF#!iz!epEqb2iE@N|bAYHj{3q?FJykcEfz*0T6Xgn&z80I>dZ~*9h!(j=mY@
z8)ageZzkQ+DVJsl(@&5xlum*ha4dUkx+qh(Y^5@s{^7J#3~D2qlR!#FAqlDkaGVK@
zIBBFgo^IH%foEXPKKd&3Lu41fAkD`mz^_byCXa@D5k60KEmGC;L&i01Q?_QK^0k|S
zxyp^&6e;)=e=7ajYuVVQRD(J0Ic?gkW5-UXZrQni-@#+w9zFHlci){jaq{@_6UUKb
zM~@yoeE6FK2M+Dsd*Ca3yBu9?S(aI55*&bAyLMx0%C>i>&ui4ON4c_A*n<KNdkwm=
zFT4t85ZDLc#E28Xi4muOLpfuEI2fm1N*L#MR00vi(@`19j>80lRw5?FJoD)nriGLU
z+SGP4>83+(08XAt5Ul1Kj1x>N-8=z@ErxiSZxo%1qn{vUNC6^h!Lfh?E=o_pojUb{
zR1Z?PPJ{{b1t1;nN;;5Km|)dDN2|$^m$DxXOK`A@C`O#D*Ab-oxCHo>M~oQ3FP<ay
zEh`_2gNe7t)Jv*Zw?(Cft;*DB#OhnnExKWIx$T?Tw@VRPYtf=KFVnu$7y9a)=d-c{
zaH#+;C1u-`>2n&j>|U;18sOlU_$L)@l7V*s&f%rhAtaQ!XmxB52jCndaR5S0A-AIv
ztRS`tbs?fs8HXbgDj^U`#P&5_Af1BDk&(;N-*jQnjT?rdn`dkZkDV#=jWU7$Vz`k?
z$ADA?(kbJ_h@%Xl8)ZnL@lEj~xdAtC?%dSWZBzpQclPXAG6+=y9}DIiQwA{QB%G4P
zm!w(-X%3cv01j6bE16)&q51;J-zC7W%tqwn#*NFtS{K1b<G12n73;N$VP%rqP0Chp
z6qnSdVxv|Gjjbu1ve8=vw{^b-eWhq)nB}`uKOQ)EoRf!+p5$WDX4wR|<dn@@r%apM
zutoQ>Wh|E?`WE#I#l(EGW`5ctj8njI4aym%twx-9*wD|RM&d9@Y_DG0lmU}*rlZod
z<J`VVYqTr`=7eJI)a05)$0limZh|)TOp5Imj&l+~tN8|okPEW|4F9B<Z@4G{mXMA-
z8OjYSSVW4EGM8fH0*p8c5aG6bQ<&uexOsCoZBG5^{Q2*{KXv9z8sOMs0Nai02{>Ue
z4#1J2wm@We1q;qx&Jqw8CF@*Gm@t7|jWDYN$=@ZwuMFMz#V=<y%i3q1e`D;6+#$Mt
z3wF9GQ@vsN+D$6fW6E3F9EZmChHhE=2<zRzOZY_|o9*Ne=k^~u%9+DQPJDapf<KDC
zW)X1A@=i`pU9%>6^X9FSr+w70MK=W;x)+cExOBK(V4T~CQ^1M#79$Ro?qkG32N>aY
zR7${!08Z^VVH`takO+ZFHsaDuIRTa;EL27=Q?zl1OwkQXQ*1Xi-|)C1p3X_wL?OuN
z8+k0;haP(9!3Q6F_~C~o6;n<OVTxM23S22=D0lD$+`NsOQm7Rtzxy7*ojrTbsx-C{
zN9-1818|srxGPz;GFZIJYF9ZbEP&7FPn<ZBC1_wA>pGGTBp;Umo3t{Qhn?*B-Ld9!
zwDx8E;i5XYF1k(&Ot#Y18^qLWS+QQT=-O8Fuf$Sje3y)_uvJu=LlU>sw<mu%cHAP`
z!6U~{e0TQXxwDQNL<Trrh!ViDm4FSnEhgY_nVEoNg&Ywer;bWd&S++Juc>nOABlqq
za6tg4j58gT{)`jM!6rm7N2>7h$>_x<+Q20@M9gtF@k}!M<{o-ex|!x1wi{xFPTI4x
zVUyqqOAX4?AGqh9dsuGhuYdh3i~rw#`|Yf1d+)vXQh=16GEN+obQRP~2_m^IPb(JO
z*s)_-cvgc<*n={8<K}Zeo<DK&yVIxH+vI|ml2t3=8gzqkjKtxtq}r@pxzbU2f|r-M
z1Zc=xw{B%JBdhca;79|>mn8t*SU8#=diCnnrdGeqRW8hrd(mF_=#KcxvGrO)w=z{5
zkj6G_Q!?I~BT%YjR@dF)CKLjDQpodsfBvWAC(j)I<|HQ%9VTGp+z&sTl0UJuHz&zw
zC5qAmaGL<!oQBQ2*#RbLA(ZN$Oy`^RuP`ngBTn?Z7;$KR8v+-0K?M*9fJ012rOX--
z#(@}nI4*5S4hA8@BioWov*t|F3B?3+CeZ|HHWjT<Nks0WXp<p7J}I+w^KniBdZ2&b
zefI$`%8eD(8Hm9x!@_!itU!SRoX1Q?#E6rwg7g!3FQR~BHjMxduE|7i0o<9hKhpI%
z^#g=Edk)&!LiHdxjWIX?hl>(E5^checODJslA52NQr5~|wrrW~L=&X>uLS1LpTBF@
zE|!YT6P0%Cm@z!(e-aZIajRIbW$9`S;u^JysgvfGtY5!QR=$O3Bw-f!VXW=c4?i6|
ze2g;(4<G;ThaZ3X@khBo`&Q^>oXI-i2%!`UZuOckH*MN7Y3l5T&ATe#uq>b$Y8j{%
zGDI1NTJ|yGFkU=I;?UR-L5(<NocJo;cAUmly4{tqNl+!Jz{@Aqi$kH!K{rr~h-Xp*
zOTaPDES^b!=Ol(0vm_pQ<Pj*wx7Hup`ehFu1aOp|{FQQ+l2jv3hT#Nod?Nz>O~4WP
zkA?(r>ytO0K6CCEg!}%KWyGDnV8l^FSjYwQjVS}TD_P-$Gl3B&O(|znwmQn$2M9j>
zvX#K%#fwd)ec3)Y6CY&L?eT>83d{ni+oE)}djFrj^MKE)=Ki>^dm^Bs;uZuMiZW#g
zWt36qqKiUz>4FxJ<w8V3L0stT0zp|qp)H%T_ujKmT1Hs~+ES)a_WzrEo+sQs&(l%_
z-}UeLq-mbq+$1+Q_xy5Bk`u3}cQBqz4!;f?CPzEnL~hokn%!9=?#RnSYP)pe)Oju;
zyPY|I@ywaia#a%RloGg|0Jjl<O9S8{yL`miWXAMR%Nqim7UE?7NJ}3uc9}(jKRd)Y
z0L~%C6(YykOvxc_nWZ@!q|-oV6VSLuKyKGkn;F^)(M&o-H^57&CJp7JEPd3oZ?r(I
zTD5>Jv5I`^)Twjl&aroc7mB74WiJzRv>u}f87&Z|8MT&@+kwbJ0B+0Hl)Q^qPMkaq
zz#+teak^g-V3#+@h^`V9CF)Aq7Wdz{XxXOc|8M*>zp3Kz|7r{T7xdMie`?V&+#>{Z
z>*CTO!i&8C9b>6>M90v-P<eTeS`|qS2x#b)&YZi1kIOmE_O<g_S(a%yN$;?rTLidN
z<1BAOg4?wbfZLH4pEx@*?jvIbrDX{v99T<moGl26B<E0w)6xeTHjQxtaOf(vqSE2k
zZ;|7~7g<T<CVX_2h*1JM1;L!wTbd!vJ}jVyFSv#;8H$i7N>R#EB^v8ViXyv#Zak4a
zx*@=V@<0`<O2Ap(Ba>tbfi7Om%Ttr8Y*-|J01jxQoy|fV0}R@b93V31b{0k=!7-X*
z4i3RhOK_XFrJT>Zn0w+B>r4zG?h-|q`wYg)5Z@5u5aqx)I+84PaM+`YBa2(0xCQ=S
zwLm9hM}S9A6lRkRbbF_5s6savtMSPqw#Kkw*Rr!S;XFG1<;$1OUATJcOx`g=8<~Cl
z^x5-jGt<$dM<mVOy?e~*^^H1kivY(ooK;1s0B(l@xMVZH3F8IJ05w53@ioQ?Th@w7
z0XUd5TwP|7;LkQfoWLBQ04X7^T{}PxL<3?3Wdv~qfCP^eP8pII{{@mX%xR^i1}qI>
z_5q!S09lzQ=|rn3;vScn<TF4};UKjFhSW5np_!z%s3o;#lBXyH-2~-XGs(TYO5Uy+
z;Le{v5AIi}PytDqQ3Q=?7UHA<fk+K-?1$9=$ErwFl=J7!+p;a?&+`|KpFl|o#GTJW
zh|9|-!~tr6Bhzq9#<4k$SvmSo@hJoPBPtFQx4{3~77$w{Zo#qMQ9W992=|KUijhfL
zqxEk^-I)$s%g(;`-FJg^8=gIL=KQ5=Cr{@cGnW0MlRSAEV7qqW#6_KkyCD6upup_{
zIF9qS09*n9*GEfmHUP)MKS*Po7UHz%p%s+^a0OwUq0CbzynqQd2{4%jCN^wn$=OK>
zi47Y&HEQDIgkuU2CrHZvg$@B7Iz~oDMMs&@5SSA(Lzu%b$pp&~)37PsqB%$ZG;8k6
zOkz{#X6#<aHEG&Jm8cMh(wjC0q*w?O5)ujuo9Ep?XM1!5umE&m9bn={o{OKXCt(TY
zfddD4r>H0q+(bpmH1yL?KV7wIRR#u(8MF|mwUlH6(Oe?IIRv<ko41`kmzQ(=#K}_%
z;ea@s{Q`6zcDtjcWIj&RmBptF6!bwA#}~K2|DP7XR4otd9unsj*{zkons;*xSNphI
zx3rx2R!~#G$2M$O$4SfP1Vl2jKK18i!8PQyGiTJcrSs>nCnJrJ`Nl%Rw+Z0V0k{nt
zw(UsSH9jFZBCd~1D`i!KMSTDqd>$YJ)CAqc=Vw7eoG@oC#A!vPjT|Q!#{$YawcjfB
z@FSjX9wSDM{dwqbzx?|9P~0%X4Oih|zm6O>VkA?YqsENy{!Y(|<;p+x_>=A)?#Nl9
zw?vu~vZ7pp|4GJOfq}s<KL5gVPnZ4Z<4;HYKIZ44BZdz9P24b5oKYf${yK8_h>^s*
zwsCvvu`-okt%MXN0H>x8^P?MLsjL^3sW%O90`#=TlTSWLOIlyA`k#}NgJf5#R4IWr
zJzAj6X?Y-zyQKAKE2@nMCIE-2E>x5j32y$p4I8(dIhU86lMBGH(nJYyru_oCL==@Q
zq?9!$vf8BBKxH9cR`I3c7Wm(8fsgz4<pDVtz#}}iRr_#{ur4kEYO|Y5s}Th~ILu_j
zhHD27>@z1I^1|h7r_Wx%5zao&dhRPMbhE*=?Ck6xe^mR&Z;Eaa;H-0SW`LU&5!=VG
zvaF13AezCJ;lKiL9AOV>j3ZLBWxd)&n6s=l5%yjP#sP3VZ&3Td9clYxJ7e{~SGO)b
zyLG$n-g&2|;d*uN-m7Pi_XZ96>cHWwk`F!fYQ<OC$}Q7#O0#JtE7m#w4<NErfb&`@
zbm5W}qsC6`6w`&`x)e|->+54XcUiV_?XSQ7#w{HF1IGFKIz~63%?8~NU}*uGf&dLg
z4rR-h#R%b|MT=Pb@!*3G62tlv^pi4RpsBSGrvZ-E13d-cSmck2@;bn!?wUV;-ujK3
zPoF(^EE^H-v?0Wu7a{KQWy_{-dL0D;ZP>17CJs>!tb~Zi<S&<sskjCHKeoWAQFja<
zeh2>lGl~tftoe5h>4cRMmw*WOFlCG@z~3({G|0X&U=$lRY+#L?zO-rMMplhnzIyHK
z*-I=O!IDyTF506@7q4Dp-c2Xt#>~uovvT^<O$FlPlTMvFpMI0ZmYINa1aLEN2ykYM
z1N$__$@~!jrxlfj%W*8r@NDbl-o|b1`psRtcAq*qY3t@q>({K=ux>4GJ#OuFw`S$a
zojZ0kYwVObX~yW$W12K>0)_!t5DP-gWW_q$|B?pjuC1rn`|rKKbmfM~@UX30Hm_T~
zT1vDjbnTkeTQ+Z+Iel8K8a0n(o$&W<hj}d~;MClqY2K|M*-g-m769OA5Ri_RL0;2u
zwq(hYv?Prt=w@z7AWsBgG7*4dLJ&v-;6{uXp#d&6HI;Rk>o;y;1?AD4<HvJP0&u7)
zjin~6W4XT6gng!z%K(D;I1%FTi76K1^y?@N{ExT5m@#qD(eCapcieFUL>oJHEMF^A
z1AKZ+4PZC)hPV8;G+kTlCmX|EKc6_yusFBSPA&bz+4$xb6yxl#rrvDUS0i&}X71Nd
z2VgO3K6~M6&WST>K_mv0&RqiLpmXQ`)X7jT<>u!81$j;9AOSgBip}!Vrp-KZ<oHbj
z+&&F(93>zs$`n+T6Kw$w{DSu)wJG7vM8s&$tVIup7zdYz=rAbmAg!xJ^Txu#HS4$1
zKHa)?SIu-I`sV8|fBJbCsk+2=<#sR&Ax>aUd^6J7hrvX)uSLgnCWi%!SBx7w_C^J&
z>y6)Tgn#7NagduyLo>R`jsTRC4rMn%H)JuO4a_3I;}eOrD{?OKnlvLVDUC^M6De9s
z5&dX7N&(=Iyleq(mjbx8>o>82^2o6qWH^MlQ>WEZ6Q!oSaDCIadW>t=$br=+2yr6E
z5vC(aFS6-c#XpN%;D4qC_&jZ%#mCFFnR|y8{_R@$csqIcH*;%G__gqGn`91tjveb^
z#XhF;W22%t<IO>`|E#EMv9V$1v$j3jg}H`AyN7jZ(Js_IEY>xovrA|&RUTr}=WO4;
z9gZQ-@!^NpP&pnyaqh^m+=~XTv4}))&HSJSk5QgE@>ar<75=hit1~i=?%8wTW{%5o
z2ym$YT*ufC%_>S8fU9qi09{cq&R&Rv$s5W%Pj4UZMox{AXD{Fp!oxaF7(Z_1%2msj
zE?vHK*^<SJwOhJ)>GI{vmMmGae%-oO&d%e;Pf+Q@BM_YcH5Pt=ab_~(ojFVzAP@Co
zNNCuf7p|_~ur0Vl!0MGN$(j5qSC>eDpSaa4S52CfRHND(l(>ESPFA0AyIwO{6xj_>
zLlzT&1J?w<MDZ)2MjHyrPZBU%&<H3xUJY=A2M<Pqn>1;X%)yBSw`T3e+>>WBk7faI
zY!;BECd#bIg-aJqmb<u%&c;GY6qU@!v1LH^#L*_V(g}<2EpCDT&=wduGA=qw*Ui~4
zxT$yh#-6^7+<Y3kwyoFFqh2ew2CY5bZtYROmFL^7JR7!Y+r-nSnOA$9vsVXa?+#78
z+dKQVZ{9YznSZ;wettSD$ARB|LqbI86VdPA3x6Vng2i`?RJKoryd&Oq4ex@~<`xp;
z(xD^Hvm-y_+*&JS|NOJh@L_b2<pyjZV?68P6=wI5*O>4)n#J&0t<cs92%I#OkT#L#
z1b;a!dE(ERv*4BiE|o<lDJcM4G62`Ar8*!0p#y0GmJ9EN2?J_^Zf1-Vwrp0f!JKX6
zIKepK)n+*kfM7mv$+A^ELV&-TjJxNKe@JWG_m4XtxaVHngZJKdr?r6|zV|+Y3l=OQ
zJ=+Etn1NYh`~;X2B1Q)^>ggEp4*4rAESww;AIW~`-uv#m^Db-lcRXm6sLH+TUL8r`
z^~zO9zc1q;t8KU)$&s2DQFhblMw`%>5coxNnbD1g)fmSm0XUKPXf!?<%3?(*@)rPy
zz=d@?Gr+A{yW#kW(}yyTW##0u(&U6%YT|gm026;KFG1A_%t2&0V88$#uvmyQzwYAj
zt+xQ*i$l8goQs%)hPI}z?HYUfDNt*zAk4|#yP;cKTq8GcTthc+Vhrcg*xhg*-cFu=
zO+2})9WhSsprIFl*vP}TnP)p^?*M1-;O2gT&HVzL+jVH^7tqW%=xv`aBYynhh7}t#
zW(+gw0H1)M#z7*PSRch~pqdcG-s254sFs2-H9LGbHyU|Hxw?*I$#z^EP?ZmTNZdAp
z1thVq!O?93BJf)WL;!6bp)sz(F|7lmB{$C0lJ}*bf}dypynHn41c97f){R_d!ei4W
zHPaz<@}x1jmLKe_7jMIV$|V=6ReXHH{{6>pO@ag9wx?_d;AV8}{2{YO_5f!_H-{Jp
zXNKV60&uWsQN*EYg9PAExXJq!IgT`o7A@f^LW7kY@m9V1G2ME$3k-hb!G|7w=;2Z&
z9=-qWdtQFId}Q1^ArUcUpDs(9)vH#MzH8TRoKgUCvFZZ?<}?YM+503Q($~+oQ|H*L
zSFW8sbMEdt?zr!+yM5XRcJAJ*_FHxD`Ny4<Sn81y_uhGDi`K5OJ$kon<3@><DpaJz
z-D&AAt=lMUv!a{Gp*#pA-Ib@~F|}sWjBen*pqog<GG>rrgVy`<Q-%uChTJY=1E3s$
z1DiC!VV@jZlt^%FG+4846IR^-xT9Ie%|e`Yzkp>=91kM41vn0snK<U-v=CRkCyvJX
ze@ntc@UeA|&vY%eQpGs%F^)+#5kDn?T$S|1+)C4NJEXJ1jvPM=Dpyxbrzf#Z>EYHD
z6i%)NoV5ndyxwl(sf4vQZ5z6JH*Dk8z{S0OE00F5-o!L;^=#nc@wSUcgI1pPTe$;g
zjTGehDS-2A*TfyLQx4R_HEr9jN!#{Kyzu>rY(!!=?*^`3P9DCEz5Sc}hBR*%+}tO)
zrGJo1yO8ESA+7vFn}h^63b!oku&L_b^s_^|Xpg8^kC4tRkL0i$*8jKZ5a}8eg#j+m
ztxZsLo1iFH)|Rx3paNfiJy^W}Ycpbpg4H9Z&RC}JPoKM-cZvD6>y5l`-##Pp^_aiu
zDWppH(716E4j#PC00(!qk>CW>u!k?CF%Gs2yDnUa1K_l-QZNosAmH!czDnIjpMCkw
zt{pp@)UQ8!#BV&#!TlLQ?fe1}wE_Zs++08Z<dbXHuKs!YbX-(acwoS}KhHY3xHb3i
zMmx!(eO7%4#ud>I4Cvq&99sU(TD$jVd^K>OhfAw{yLVIQ_%WkBU0P9MXomm}wpq1e
z1(7S4E^AV+{>-UU7cE`>(rYyWL&G?kTVyvq>2~YrMoXGizM{rtkRSj@y8&>ljRD}k
z_~HwZ-~`}y>_}O@Z26`wJC7XAIh1*nX*h&9S!&{NzW_Q(9tsH#*^Nae5P4$cgf40`
zx%@YE+Tv{gWi7yqh6D&$0>_>d6H;XhRFUAe*M~f3&z_C6!hTN<zdL;RFze{%%$c)h
z%^CtbcI=Sz<!^hr7$N5Y<%zsHc5K$x51eY^;n%RWdm}fm#vVS6+ITs+`#O2HYw8U!
zdDn4wt5Cii)$sCguj=B`s6&UQ-T_TLe4Ks!oA~-S^Y(9IC@PzI2Q>EZZRG9?M1p+?
zbWJ_{nt3XWYwG2%TwCRud2vg7?rQ4Yp{ZAZa^C)pJ^UKG`GJ*9JpG&d1h!}&*3v(u
zRr`>Z1UiHneh7Q3Tls~w365yfA>1`2%Dr7k8{aV3_ED|<quT@rHOIwuYU%t7^=#?f
zta)6lb5LNL;GWK2VV><HJh&??x^-wL*U%`p;3&0LBs8XVP)AU;xnHnL`;Kh_BXO+)
zI=Tc#fpo0{qTIqdxktpcYOZvW(3{mh)qQ}#+4EPjj-MfbymrDkzebYb6Dea49rL#a
zC=SAqg#^ZrpZIqJoaiU5;C3D3%$!+c9CDn!qEcg=h;qnr1ls%g#r6I4jg}sLzx`q9
zhRsvvE*zaOIeu#L{8j6gtlPAB{iY@BH_ckSe9WXNV<%6WvwZc4gvst5J2&tS?EUel
z{yshcoM0R<XC`~FldHu0dVBYJ_XC%(PEI}n6O!l6U$JKV)R`j_CQX^QXz{v@iz#&7
zrbTNvB+Z&LDsj@JIrHYPT>H^C|E%NY6Y$Qv(Vb$bG;pKQ4Z-bZWj9($#5ZX=87BzF
z>7fD*2*4r#N~2MnLx4+3Nm;RS)w)gFSpc*D;E~Lu*=!cDEHz=%H+#PAHhpszDm|0s
zCCtQ$5Xa^?Vv4ntf9nT(do!1>-X6UE8f+au&ib@;q<9AB=mg*@X=!N$Y>0RW8_^H}
z^HoWYPbRBZuSQXTdI4f~8#}|SsUu8)cvkJMU%#FO4Eh!Vkde1-p7xOxx@XTG4jbYY
zpp$&akk&9aZ^?3%E7fcCT0`ebbsJW$+o*EghUIJ4fBv<a&s3~nPDWUo(dKrWH1e}<
zK!>-zf?IfjYaN>U1~m5$c1A_%7pPFo-B0N`UA@7<CT-DS0+j8WlFX-rGfw@)4{-Jg
zaP|#s<{OCL!Y8POA1>J0C#abM#P$e=jXl~c*-(jx?HdD^<lxnzSzEGd=j<2c+%8z9
z_YQPsT98|O08mOtQySc&T}Vs+(AI`@hJe;OFhcoAYJriQ2%wNIprdP0G<GK4Lo5nO
z9%|m4*~u5q>1StoKkNMYiTM!@8)dppw}Y6Z&_Dk*0sU$SV7Yg~gv46}xUE}JQEo*=
zInJu0w2|N(0vtG}r4N`kq%jU9n;GNa)ntg;Q^OqM8_>Yw!f(F*YWmD%c5(kW?AKq0
z|2FjZQA2<G{ik1t|M=^##Nd7&{@bwMM-Tgb)Gs4`A3k!_#H7iy=g#fjt0zZ^BEPY$
zQAoh9a35ih8MMfV@afa0Po6gY*OBD;8~*T-V}_0x`P1;>l#Ba$*oa?#8%d$m<mcfd
zejhz{+KibDN<BR-OF)%U(ojp@EV@Z6iDptmn-0*(qNS7(f(^i7Eg1<8Q7b7aNhCM`
zZuyFp%T{efg3CCNdH6_{tfj<kmwCSchD~&bL8VC-m6<q}n#g2a@ou<(&1YN0QuND0
z69{C8@P&^c#-$==0tztX7BB+81QZ0701jd#ymjkVWGkQt0D=G`5Q=g)ZQ4Z9Tm?kv
zW)NB7^Aov@c!&ffBe5oGC`8dh45%RMuXWbz>c75A%97&9T$hNrXD*Qh+@fnsRUt5x
z3ZuH*nVOohckk5c$zOf{;|HG(==$ylVR798BV&8K|Iz+^d!<Qb#<}nYWF(0KpQT(3
z`S{j&%u^>%7IKS+Ya5i1t^Gq=`h_(23u^8g)V!VYTlfY!wQbkH&AWbU=KFjax%wc`
z0cQ&7EG`htQn01KPNi?*t9}ah5g@~s3cM74we&~&!w+rM9vAM?KD<@?Fq}(=aCWf)
zXGHR|xo>bYpFrn!A;@v=!7(iUcMb3A-&t+n7NQ-d?%)6YcSEcZcd#h(^ciIr_Y#}h
z&Rt{|fKFNT&Zcv_T>&W?AIi)7R|8yKgG7oG<}AX9aBqhgr|08rFb@428adWqpbvFv
z*}QeDmh6je<AQTRR&oObF*xjsbM<h;x#8U1xZ(n`u--%MxHia&az*-&2*y+y=Cm-X
z)z;Iat%rMCPj_^Wo*wS12zOVCGn^`2*-Cb4$xb%#n)yS7DUEIjp)%=q!+AFV%RKca
z%|+9hC1Pnw0XPy<9E~Q;MWJkP0N_yX@X@gzQUlzI6)P7kS#$Vk_P+gxnT9ijxZLdA
z{QCveA#s*X-}FG38$Mb}WH*F3d{mdja75kh>Yv5=6y5@SwjzJQ`3WO=iSSiKIU2OW
z>>FI2R|z4`XsJqxLuqNi1UUm(h9I>9G$958J2b(%1)dP8Kn-Am!|6y5YG}OE0R?_0
zGRG6PCxtzZ$UY@8I%9KKM-tHS5+Gx$N`<L5kIB>VAUqCm2qvboRBp$1M9s9+ovA?N
z)-B|~xDM+IKrN52Wlw23;GXs*jBH4g7XIRFt}^JgiLv>)ZOi7K-3M}PsAqU|>%d5N
zw1q+8=nT<Jwrn5Xx?QMJQFaJ#=-IA88}B+T(SrIka+mo&V+N2(K%AQR^KXpvXz%3d
zkCwGwYww00s6zvoS!)v<?G_yE9vsa|67R^azTMvK|H;ob)zI^jIv##-5%VL49+G`*
zr~bTn>EeF`v{6I82=NI(?68ZE|CdT|0&w^?7$+LGg5)^CIEQkaAq^S0!5%peb-a!z
zAk?-kvt5v}tOLPI$XA)LG(e62V4RQz=ZgFfAOsz)cPnejLQ;metdq1ZCZQ(Oh?-Eh
zLIgL!h^IsB;z?03f>5%mq#$&&0XPwdr44NWj&chExRt9`&6>C3U}o071DOX79R=Wy
zW~mKvvR^={DUCzo@=Tk)<pf5CsVFL0a01c+ojezPN%#Naz^$}^@m*fy$ObS4x#MO<
zFix5faYp19crtt&;wJ<XhPT7&jqNSVVcM{F(!k-l1o0EhA`R+0L5IZ#k={(i@l!5I
zSYIXc|5(zMlz`M<9z^_wAeoi8%7f4d0JoqajU%l@bJ1vofk>{BjN556THf5+z#jvK
zR6{9x?C8;Bm|wKgt@IH4d&zakx8L;b^Wi&PKW`uNerW7_0g>GTx_1kYeHRznvj=|1
zZXd;c+_(QH{f2z=HR<g$DI|vUXD%sFLsH8<_2;>~E68qHIVaDYW%T=>0&P-%c{F?>
zEceF8C)}cna@#iBRg?v(C^foCK-jWKAEIF^M2>^`LuQQAD^K*&Sp(-Rnm{YinUPMx
zofYg9)|p8IRv`g%dcry@0tS*Q4=ghPR^ghEK%1bOz2Ju4)gih8a3Z)loOjdWn|Y`}
z8`6N>WnM@r0EaqJOK{BEGqVA^1K_64T)h9#(Y+amn1&M}PWB6+rM$lB`{E_zL?+c`
z=tWHT;{$CP<H(#CzIXg$x?u~*r)P#RP)u}a(!z!0KmwR5Tom}D!9}o=0AT<N2?dFR
z6Rtrh*fM%KuHqxAh_nSmhH1mSNyAQm60>bYh%h9P`2TyyWdG$Sl9mzQ+FJAECwT&i
zU>pq##_<Y7gG#dlh=hqW8hi=KcrgnWELyv6J!h{R&OE~GK+f@#Cr<pyxzy(_UcGqn
z+EpYXJGy-7+VOK&4<E|ic@WWi^U9SgCQVA}-~ZDZHL4fVRf>Aa&281PW$DL`=478a
zec>ubATbWfL>h3$>Bso$z?$rnC(q=a`SaqjZ00Y{qtLlv)KiL(`WCggzd0S1p#<H8
z*k<}W01l3gBqA&tmJ8z*iNhY?gi&)<G;a>&IP$TXk|TdePs!<(C+Hp_4Ri2zffzv?
zCD9qA!H9qvq$F&EVm3gg)0;DqY^4+t*(leHYt%}hP1KS=GnI#U3N5%5F1yh((u`Vm
z(~W6vLlJ>Bz>z=I!0wm;+^}K8P*EBHw;X^&O_MNn-roJ0dom7X96Vwb;%xQ{oM*@P
z1=C62uuZxU`bkz)cJ0~~m;>yHVdvoA+<E^yvghN%WGLET8xf3Q|HzReZ}<!+PMkpH
z1tgIk)Dv!r54QxoV5hTY%|gixn-$4II4Y<IBNgz1kpfS=Wr#(Inz)M??Q2F|9Js|6
zkR~M)X<psn1k^h)h>J32;O&Ua3+nMg8HcQ0yGFg=Et|J)*~*;dj-9(wcQNmo!RFb$
z`wph<-oIz>!HoS!4<1IrlAD!tCg=Fs+!N={{&^YAin8B$^%@pJaD1cZFI_!<;oAAU
zE9cH%LCzw<`Mhfv4FCMaYsy_RU<>3j0vGbGoIaJ8lXdb?X0|#=^z6m6d6#of{>e}F
zWuH8wK6_GP=l?>UGDvdu>J@VbrmLeSH^=;Y!#3!~&r_#PPneK&`y@EW8@&qxIJ5Lo
zIK}~RW{d+AAdPV%$^mnL2xOpKfiMRES#Zt{>;$tkgz118%XHYBi9nl0U^Adi&`oM0
zwX&IUGou@lDQd}rG?QSKJ-PvE8sKy@(#`^KC^pGWnn(lOz<~n+I2M`k!SQ9Kq%h!L
z6Q49Yb@%?g`wue>hY%-AO|%ea*)L#sNE|&UE-nt6T@Z>&whVk`m@;7N=)bpz|J|kY
z;E)Jk;MXs|{F0lS%L;Ru1>;gtDuDcjFa?B(GLQiSASDFTgHO(wF(WxSnb(9|00Y#-
zPk1AI5{?SY%`}L_Lh@65ZYM!8{YSL`FNL>5l_Y=<$-A32Z5k&LE1EKS%4FQ6DN`mH
zfyrFqzS*;9AzPy}UA|%!>X+4P)^FUjb@TQeDLWVq@%?5VICw1cNbb?>lUc`4AI&+F
zopUBD_fMdZ^^M1lpUOR*$7!L6V+z+mE1(eI!#7Zmz`49@=fJ`9tjf58Aj#%6wuU(D
z%ye?PuKEm$*4rIs@;60Fm5i!cywj&|7r==nlk29siXy=Yi`D{&U>wXG5=M=-4T4>Z
z5NF0XQCFH_4#)uM1V_LW0{EgB)M6b!6%1)vD?iw2%+e@EKu79;lF^KrHOUDCA)v)Z
zDN8CKb-;&YF^R}-Kr=+;c?uc|GNYS3wbo418Y13m+06#s%m7DXZZrcN6%z^00l=+W
zH!fk;wv_aJ2M!~|0dNNo%Tg2TegS3H#B#pCC3QNJB0A@U2@~*<;8<Y-z#+sjD@RNb
z*E#%6-TSX)D-VTlFLr@k;1?){Bqa}Clp<KO!T5od3?P?`(q#b#;uQfVYd|g-8k~&)
z<9QLgWF7|r4e(;*4<{te^y$+z>mwip7bL!z{%2aiGC;BXn>k~q;bzQ~2zg9iIyQ(V
zPewN>lmI0rPBe(mal!<)drcT0A3uKFxIg|FJC?suqkbDRX2dVQ{QTpOgUyB_i_(WB
z4c#6xW`VQz?YnmIqT0dDk;nRzDSB4_nv}X?1g>0B{OUFVoH`HA#@I4U8$5zn165jr
zv**m3Im5jn;pF%l<6zes<Lq^nU__fXF7R+rMu0}JOTY+tGHV@~TtnYT0!gWm&LFv^
z=suXo8WWb9$g&hYXD7N%Dbb9K6es8=Qky^<H8+sWf^IyTkX}`y0ZyYE?IVK$85o#-
z;-&Qp0yso1dw@f)^+!VT+KnklaJ%;%WV65lV?&(%egSnzoB$X>=e~8R3EifD|Nit?
z1UD3wXemKDh#0WoZ|ceBuB*d95|FBipIl;i$@B+gmasHb5y_>$HU#C<K6vmTpFH>_
zS|(6QfC(TYKs@s@49hvP0RpE$D`H3t0bU|}$+(>asEgrQ!mteXW$}nNGAQ<nTfp1`
zQ>|kh%YU#>KoF^r!4eay%m*@pqBpWMhJYxm87!eIrTfu8AqG_Vs0Hv<I^*ZEWvCF=
zY}<B>Z5%iI38Q$I&#I6wPJeU`zghi7>%h&{f%M!fzGNcH25ueTcI+^p2j}24fg1vx
zLyUt_Ln6m%jMJi=Qs*fZTyxZv4I4G8Ql)aGSD}iPD!nSMa^*_mxFqhi*EsvS>RWHU
zg^&mQfouv9tz?0^BK!lt(0)?2YSmuHk?m^+RjpbDr;8&%1&p6nNbG{4t~PBnv>~{O
z?8Z|l-K%xYq*-?3*`*O=c%ad(ph1E?z)=K{DiWMSfMbi%_{3RDS8m#~?@;>Q1Hhbl
zsfpSzpqHB1ZThAcVV#oQaIB&P<H%ny4ijE~p>q~;3n(mIw~#cqa*5?|eB%N`Fa-F3
za0Vbr_=AB?N-+pONlZ)>JYqx*OOd%7E<yZ+&%kitK3oN))F4|8vn}In2HS)s2H!Fg
zFaB5D0=L`(s-GD>jSfZ^6S<C%bUCtT<V3fmb6TNLEiR(d(t#O+(Xo?~)Qt%V6Y07P
z%;@<L--3J>1SCe#lLW-0Y5!Y4Om<}4)ORhF!589aIRdvE;2a-#3ZvHi*(`VHum~n1
zh6tn9LR`TZ*A%>{T(MG_lBM2%zt7x-%cswrHzRpIZYFN_{F$>B;F9Mo;KYF$vlh%>
zwDgyu!&^8v$6O@!@$&W(1*TRlTCuLc|D;6912Uc{Rl3F-Z;t(AV)E=o(`L?{o;)8n
zbC$J43Z1Ro?753(&0hGy`yamYa=GW8d6pXsQcEJcf!z=QCxV-xo5*f90H+(x9B?SX
z3BaK;#pb^~z%kqc;NmCEnZI}q6WIXVo(zOIz0@S%egT_9;^;ZD?-fu(KPf_-Xen<m
zz)_HNa^xdmh|iN@C!ZT=B0i&20(_)=y!eFqX89QT0OjMAfFKcJ((qjqfCz9qNHiYx
zj+I~qeD8e16oD_Kk&COa3m8Fsd^~EQapT4j5F$(rVR9k>S+gwuU)%!!&K8i~D7{p|
zba;pubEl<ai|Rmd(AxJc|M^l7Ch7UovGF-{fS=%|d`j|V;qy~IH@+`^5+)1zFa=&g
zN#cp&qZVI2XRh*-&m14R6?B7dTwt!z0&ss}n?Qy>4^AYwjT_l+lNO(t92wWgrIlLW
z2zNy=foTiJ7A`G7X6DQimU!XPW`GkRPB2cS8v_T_lpL7g;^Imp^yuDe_4;kzZGFN+
z!h-`sgM&hY11&BjFf=4sxzLa>j?{^YjLAN6_QkT#y!^sTs1s2e!u%n@xEuPUMDbX!
zZaoU!v^Dj!&j+{n?+`+9j!Fy(3W?|#>Fwn+F=5J#nRB^C?QpQ0bhDS;q`9>0W`k}t
zQ9-R|FTqh9FM?{@037`dm;m6`tzDNeb^gq`%Tv<!rtjU4mQpV@VNaZCsfqQFxcr;G
zRpa;Q0dxXzm^Xolxs3oP=*E}D=fKy;*@b*le3C-^gb3sFsp8A0$4AF^3KH=>G92Y=
zB?mQ~Z%py?6XL4`#YjLh63bYZ+xhAxLzT6OC>J6E-%@<>zv347Uu*&C_0ro-Ux4cQ
z5KqiE!k5BV##f`iGQKAHvTVLJ^H;_v49s({eY44TCz;Dv##c#JK%pMu!dnU<l4&xO
zlUHT;?y1wK#*b&CclJ%5CZGTgw{z#79Xob!-@Xfg+o=F<c4XW~t+6L!oI{QN4IBcP
zKq!ZdTH~4yz@>#q4+)>=b_mXIgK=muyLa!oCnGZ|s#AJe>iKhLF^qHObUt_b^hsQ9
zPR^Cfm)m)JkNADe`t=)JS}CLbNN_f!(5_H2FwuSd_=I_jR`l-C<I=^v6S=uICGwLJ
zPo88U@7at!d#Y7=E%)@f0sTLt_V#K?h0})M#-s6okUVT50H@o^er!OCNkfsXp~6)Q
zO#yBenV2OwE5L1CzhT4V=?kaKT(V*F&fR+s7((3jr6!j11x}u3PaFt`5O?X~CG)0l
zdK6s_Tw@P{XelYBkWP40m(bOd9wZU~(%+hVXyRiFLK6poFc%=iV$R<UA|T-r21z8o
z#LFdqTJQUJ{vTaT#Vzok-2x6j5Ba9#gVNuZeZc&A@|60s)t|HezzKkN#3TA~7fb-V
zJvU?>!izM<UA}xpI2Bfz#>Hc7`E~%@&h!aMvm(2E)Y?U@W<-2o{e%D<d>f7p`vtr-
zf3^=;!A<>F@MZ^a<fAbT2L9$7Z>-z2jfZ-tXeWAqIcN}CO43I~cWT(^ZFe_yB!MOy
zu(SUOQXp^z1%{HtqNS@wj~cDpvygzC=zZ+?$+zCBOM{pv-2~mVX3`<L(FnR(>|0F7
zNQ=?P031zJ6o6x!6&C%bBrgKsmaN!-_?EUu32`hn(fb9kYLf4K0kzg7-$~zeJXDnI
zgNu!g1?dRiuqzfZ0ZT_n3A!=r<8!bd_1VPmQT#Qs$>-nl)BJT85*BV?PN4b2-x1JU
z$Q+;`^Uvb&e{T!?9et*tJa4L%$OLGkpM#sQ)*EsRNn>Whuqgq!V_8}3gFAF6>((T=
zv`w2*QWe0>iR#i<01nv!er}_sbjYq@&M<1t#)Vfac*_rPBAW=t0Se??ty;C@+4Fg>
z;GmG+J$teo_WL12z8~`4kZ-;*xgkFc`R==Kzxj38&^M}7O-Pzd`k<gta%1Z?5*eg1
zuJ8b|9fe}yi>;Jfw(SJGfBfeU-+epepF_T*TvLhP7}Xd;eLniIPqivlDRFzs&Kfmq
zfo=kD01zbVR)K7u3!+w#h;K3^pb^Y1BW-2IHGNf@i%bOIXne*PyanbIZ6r7}-l!-6
zIBeZcOI|W<){^A;D|YS9NKMZG;LJ-+j%DXs&KEF_LA4$dXEDDl9glS;2yOrz^KtAN
zxM6QBVgfcwlM+n`T8<xn_+hXeef{;<Ulu@Lef1Sr^d0<^7>CK_s`w-z@Xa^h=txR2
z6PNfY$q0P=?Y9zxZ$n&yzW(Yfxt%b51YajpmyMsqfA`&YI-USOA+B=ChKMId5|coZ
zsnkZi%JJK88Sz3oQhtj6PlL!oQj&(YCC;2ihkxXQ`d)Qy$(&@wNDkt2uMqJNMe2Lm
zDkzcmKC(G?NlI%5>c5VW1m;T;CM&YlwI#q$$fgJqOG<q5r1JbpVw;ruCz<G)6OefO
z3P{fQk|!y38g)CdMhoajb3nHk0VARENFebA`MUAR-ke7NGzUn`&s!&5y}v0?Pz|ZS
zCLR`n5r9Lb2_Fzqt{~O{gXI#w(3LCLgs}kJ{(}b+6Q>+He2WsC0dT3iCr+9j)wORM
zj2*kUU}!|9;o#)3T;baawCp&xX3-LmG~x@ZH@Lo1Q3{cp0=OnkSi-n=-6kF?puIZL
z`!4JA->XmbzUTVk+MKn`_4x}Hkv=jan*5Q`6ujl9LNJc>JWD`_0CLDYcAOKv@3x*H
zPR<Y9eUBU?&MB+bim3mu8vuuyfEqPw3c7)k3f>9^IE``Urm$%xo1df<@r@=D^atQT
zHw|!T5pA{!Y}>Y#jmDFvFG!xZV#>@#o3^B;@7bTW=YSI8u3I%xOHIt@3*_Zp)LKf~
z0pcTNvjDr{SWXF<pZylYBB}%h1-)WWMT1x@%evSK6)QaZ?6WVt@WP8$dg-N?2)_LC
z%jL?I!)L|pn+7oodc#T*Q{7564613RI(6zWav-i!rApk++F1P84U$aoAsSlsz$Q&-
zYH}h^eD1<0r&<P)6*0UNMi^=))TI@Pxxyk|NOa3KZ;;+4v%uIX&~KBTAbs9E7NW!Y
zwew@3#f-2l24?LO#QI+U_Ued3jD6F`WST$*IdlW=;;ST*9v&1N#GEu1N&^D}rNe7|
z1*15sA*+d9-CVIw6B85DsZ%HZ*cU@Qh3XBVOl0$uZ8F}z-W1&hJ$1Kk40uS-rS=Bt
zgQ(;bDoP|Kwo4pRzi76*7{sk~9wG^lhH}kB9}pswF5SBJe)nBm&)&VmI(8(+dhz=I
zkdP2c!L~m`FEvTrt5@gForxiZR6~4Ao|G3D$Ow&^ztg=tJ(+kCOBw<?OfnjQY`eYF
z4MPXf(b0rCO&C8iI+_?N&#Bv_;TCy(?Gs6ujYW}>k))(Jh=Lqiz$GQEN(G{6N*cd&
zXNn+(Oh~WyB}qVHs7J?$j`Bn{KKU4rXzLkIX6uny*V!B(9i=-YhmT-iPhD;LhC`wQ
zn~9eQz%h*u8<F8|LHtA*k@hhTuK_MCJ$>@znTP)>z@?_{WezSSC2iB@lwGO26DG}x
zdgtRdtzGz<^fVmb8lNZMso<1ZFcAiBk8ARQo6${w>Et5-N1pZS*ZX7q1fHvV*KRy}
zOPALF9RB+U{XTv0-uoWB`<@aHJoJw{?qKo$ke`PR`ue+PpL&KgsVO`1&Yq!HGVvuq
ztiaex`LWLSmjGN)aLDfTy%+K>0&sUS1NBkgA4iO&Xfmh7M;>^PKzLO2Prr>0i%=&h
zy;ZXoHC(iCQIn?4C=`qnbaM!B=2nu&*Ucqug>P;y!V*t1X(9{yH*L!30=C9m5DCs6
z;8-4ysjdl==FDEO3V@rxcr9~q$Z;kiE=!i0C?U?eU%)EFsZEp+4+z0RAUFdof^S?R
zZ^hrWYZte(Rfi3C&pr1XAOd#OHVA;ITDi*WRjPFF(E~XPVG0omiAF>c5r6vh>GNi_
zH(sy$TD`h&NdwY21f+RsB8V_uhyX7FpI+L?snP3ItG?afZL*a)JH9Vw6Yv?~Babt4
z@X4p2zFDnWo!WKYs$GXoAv`a7QM8))EOcSCDYGcV5XL5H^*5?fa`iXf09{bL@U>2v
zqL#iex5%73)AZ<I5vT`$@kPz*HPGWTS6#Dubq+StE6@m#fCXj{t3#PT_4f3lbmV_e
z56^(W0C*0JNO9v19ayJZt9s4QkPz0VVY!Q)<`5g42(!l=Vms21Z->;WRhtto=!gv)
zyiK*~3B)7Ov+f8Y0I^-2^j@BAn>aOcYvWq)t+#sj>dne+tOxJjy&L2C_(Fu)9*AJs
zpk6%=r*GN31=U!xbZKU0CdU>W%1=j*9AQ`mMxx&V0~Agf1hxeR1hjN+fl+eaJ2&n%
zh|D1hrAts8i|eQiINjF6)9LNEdHuv=bdDwKJOxC}v1tbJL>$e_z?zgToSR`cmhB$I
zQ#!=n6IzCXShGhse*Ab0E^zLLyQ^EHw;R%nxXK<e6dklA#9LrWh|&o}M@2a`Y=o&<
zKofArSAf;IGq%)QvN5McOI|d~qF5urE0d*7gk=o|-NUW5D_euyT-#6(=XOa?pff=9
z2MDbNYI&$@moD^&HZHBPbA%6*r(ZGZ6E&bH{iMH9VQ1%N9&YYb1^@+f%>+0)Bt|$6
z35AbCVy&7(0*M@wd5B^T+u*PMX$D{-VO$J&=%26x-fThqM7WT_jg)uw>eUMuE&*^C
z^3=BUovFK~PDwtTdHk=bC;_;gI~BlTMLTWRp2W%XqPz8TZKITafQC%NiNGQ(MPnS?
z1`;6CtXm?@zN8n{4M&2=2ZA-JSMTapu14LUPF>Q{(z|qunVgVtD);!l-RU2H@Zl#P
z^%>Bw-v_;Wjre8g$>Ya!jvXD;f50bw`=;;Bc%^2&#;%@xB*Oo#;8vvnty(m9^=Vh~
zrHZo`E}b}jT#qhYIT?#WXH1#gyL<Nm{XWLM+oL<y*w36ev2N9>n23nQix&U%+o;DY
zyyoTS4+lfAatLrdlsuq*WCG@<kmfSCm9(CuktULsA%9>LfCJqiM%{E{0B+ErLBp)J
zDEW9{R(!C(j*OqXc<uDrOQz0TvNa_g3C^_CM9vquZkm$w1!TVfXQApIMaN_6jp4V9
zOK%In$$$<1!0;7`4A}>PNMT%^I<LR}T8Rf93=Ir|A)rDLbq5L!1W5%$KmUwoW9qc2
z2+mJDTJqHj6&f^DTU4aobX!RyOM|QaWb`O@b1*LI_wmOV%$+fPI;@Ebz?WcFFxd3;
zbQu1kMGIeg?)m4Qe2UDgzxFyN1mS^jPL_MY1_2<L@c#Y#*+`BtLDc5R_2plD>ApMf
zLVra(Km&K>F8C*W`{>c5oD&LjX7hO2$DerS$)_HD@S(Ts*3HVwA`;>q!M#a?K@|*2
z5Oe9$r5@ehx#u5uKJ!GGS6`_R6cQo>dpJ+yMowi)J$COM|KPkr2C;w+`9omJ@#DwO
zpFe;0?AZ$!E@bTAU%JGj&z5--RYQxW&3KP2%{q1J)alcwIVyrQEJA}z5av?n=om(c
zFFx}u>XDRf+lk?{0x~BJzVrbS6JRU-y?5UA+|y-A*}>0GE*0cQb&R0flqprZV|X}B
z3?jf!BEy11xa;D@ixeTH5SDx-;P2y05wsQc-@9iom$2R`^{17v9#1l!g?LQ-tIC&s
zj%+(cMH2(q(i$Ky0j#U>u%rY`FI>FPqDj;H@4TmMnJ0M#99+jM5GV&gdG$0P?a%AT
z%FZ4=Y7`YH{qUnKGU(O27jhh9Ei4(8ex$_1_dig#cAfnP4$uL>O-L-T@w$2Sbd`M>
z`y#`_@4n-X7oK_Uo;&Vj@WlJ&Go=5>c1yYtKLJy$-e9k*<ijP(KKaxm_dU?4UVU<-
zPbSY$_Pzuz(cXiPEM)|yJ>A^Nw!MFQJ{i9En*%snKRi@90udaK<Cv`I76zOV4hsvH
z7>DR4k%DW4gM&jg#%V;e377$nFe5jf0^1QFK5wuf;<a)KUx>~Ny5aK9=Uu*X6@%6Z
z36uZw9Gn4gds0%;w`|$5J8f^`l({kQ^mF4Nv^L5z6$k>Gh1rS_2OF{B;hNz{0N>2s
z&0NULi-a9<wPlOu1Hb>dZFJZ7zW8?0x{Z_OF8V!j%GfD0=dN5kf9=KvYc?)ew{iO7
zWg`=(j!K#`XT|ED{z&wR?i%&cfIgq}N2&zU3<OYKQQ!^OX4o9pwOg;jL)<#XjG8=c
z?y7ZTrp)*)VM@~6g;FB^{52cmljn|1oIG*X+<B|k_a5}MM?~j-Lw-VO0h?`R%u5Q!
z0n<V}5hTxO(?q&KbQ75a`YLyk1G$kitqqJS&6x3A0&oBj00(f0$N<3c{mz*^XY?OQ
z3zn{D8V(_D@$&V%_Z`}`JKs{1%%eG3IVW;*VS;Cji8#PbmYQ4_;*hfh;24ZErY)!|
z7Cl}7j?pRa1)Zb@I8=WX%9VejWT}ro?l)@87`}8k13W<>Mz{o<d6@Tt0X|#iDIXs{
zbbL1iI2w(?)(d5ydFt^eMvWfL76RliJ}cUaI>3VD+d(M!<>#NDeC+X8%fC|kkw<;K
zyg@5C3|t4niU52@Qo=LgX?{MwY`Uyit~{)J%G4={Qfv_t9E6EUN)U%kkm?=>j?2ID
z=tB>O1O**DbVwu%E)if!t|SHr;m?8o9ZEj@$cxWD*TktYTt)y64pr~1y3c~VB}*Zn
zz`zl~ghj)a1+B=0*SL1=8d!1V3KdH{_)y32Fu(}_CB3kHz(UG`pA!fT3Wnhu&sze3
zrnbbBhAM$6BmmujJOcanW<2uXLzQ2x_|Sd#ztg2FF%-%rA)tzs_y7=>;yQJH_`U~T
ze*OhCpR7#+;G!ZU896+B-~C-;V@W_MK#y9BY!ES!+#4Al4vtiMr2;L6Tn9)=<vFCA
z8ZrPNB|i7^3TP;v6unBP=;*wQ7ikJcAPg-SDu9MYuGjd9iXu25ki<Oc<0VT0Mtk<|
zp|z1`c?AHRq@;-uC1%f>rA7!(KHaF{+r8iG9UT>o#uB9v{Re!kS?vuBCiB+##ORs4
zaUsIM7Po&kU;y>6TB#E4|K%5h$zQ=%a<a(v2>1eC#L!8qyjqFT#j{VBt^Rs7%#?7I
zZi!GMq8tGvJ~Rl(mG8g%9*Btq$_IE;02c~a1%!nLb`B4U3k!%24Ga%sSCu0I&XBTE
zVFH06AweiygV~W4io(DF0bcFe`346E;r#vljKsj4A{$)OKWzYxpY(04Nr;xRplLXH
zHQHy~B>)GT!c08tzsHV^zj<TJ8EI+xw!(2JZhG3jq^S#Hx_^T7jW!RAgTcaPHO9e4
z;J`QJ<YqoEd|P~O6cSK?jn}RF78<d!W5zO$AMn{{pA8)J#o#Xo4gO-lXP@`~?6U!%
zEBE=JfnR+26>i|5LFlo5`)$OiQNN?e=JuNfIMOqtf@rF=Rij3I{mr+ZQ{Y!$efibb
z{QrF5K*}BPIYp{^4F2+~L0^0^aL_<zky&>3dH?>1oD?b~04EJ%#yIOE<^ww(Ujvyr
zpc_gz3mKBXh;NK8s4&9}W@k`P*Z>@CcF&&OGp5g+p1fe$>Mfw#j5*8jH*edud!G{G
zWT}bSG-a-7zW`kbJ%Ds7U`w=2%qdXHZ2>s)ghhbJ%z2@oM0|tLP}Zth>$#`OB5JV=
zKzC`IKu&IMY^Tm3#jE9BiHzw4IGV*?^B_t$AT0)Tf?Sm=z6xl9Yw!(x2u`B$g_ElL
z_W1}!wD3#>G{)z!BhU>gkAXDIQz`?pFkG+yRvi%Yg=e0Hlk*dW7!XVVUI$x~l(2D_
z-msxV(W_Uf_$t%5eLnaAfJ0hD(1R#Ki!kWlVB^@oD^vP0cqtZ9;X?v&1ZuwdrWChp
zR~iUQ9bnxM{8@6~+sClzyg73zMU{2e-MxDBrW)V^xQVO>0|zgpVy8|h{PJ*hh3%Jn
z;l-z)D1*qu$Oga>=;5$HNeSu^U>Jb7O3NUwzSpxCF(jZ|um+Np_~0FW$FQ&m@4mO(
z^DiRx3&0@<z4+Yo<RAb?Dc~aoiD)LbBZR7ZL&In*kf`KC5AWEKLL}7|L6yc4xe_Gh
zK{y|XaR>tpME>9o0hg{^qD@eI0_dQ>ey!jm5@1wBB$Ezg3+`Y7fCgkd!$Tp9(S}k1
zYQ;Hl2!^!((~p;_|5n{zy?Zl9NuTf1rQ7pmpLzDFr(b#LWqE7B6EI4BAYL5kMhtnf
zCI-NjF4VJo4=l>foIV2(q#0=_>PAOGbwEF)!=M>{s`O((KjRs+3dExf=Xq&ZDuWu6
zj>=$+9{BawU-3ej3hLJFCIAj}3y+BH+_y{2mtLK}b&vYYFS18$XmE5$umg+(iQehn
zqyNCKKm7Rfz5@pJ`|OM8=oljH;f=_M$cVoE2ln}7;D`M_|775o-MaSx8E*>UNX!iH
z#~*);G8Tp)gI=3KGVg^Lc{}(FqG&|{I3`nYoP;vwkMSA%G8x1jJ(6|m#L4rFlh9P4
zub_LKMtgBGCnxvVvFyyuV+Ri&AsIRt&@Df}?cTaIb$9x{Nz>+c>i#LGW;0a{z!`{O
zF)1u^oM!2olNT`{D1fh_K>{#6RsvLe{q-8K!Rl`^e<7|G)BQDS;A+=o?xrSw9XMUB
zn(#?9UF2g%w<1b#+yWtj)giAMHR{x^tyT;$9a0<3S*<!u%upMM60N0^?9DgdfJ;*-
z;6o!wJJ`USJd1wDBDRUfHQg*`bmO695)pty(ua*Ov!f+A*equ;{`m8Vg-h3L+Lktb
z_R{IIm#O8HbJcQ6rs2#>O)RD<EkfL%XesjyA?^yN9vXxeu}6;{031Fn%cc|F>`#<J
z+`?d$Nj<Hf6o6w%$77F{Y|_XHJ!Im<MDRigycPm(*no<@2p(9!ZoR;uVCKIV6%?YP
z1m<|BB!iPTZ`us>nK)r0`cKdep8>Nx<JHTTmo8fx8XWTILu#B4&t%yjD69dF3Ztfz
z#BfC*uiT3-fNp?J-I}%FY*dv>((*7mKuuDDEO602AM}B{3c!Kg85tQ!A7lcn#J5!7
z>Q$zYV73hYK{tdo<kMh7Madi-Ooknoh;Oe|u5#$`Vc0mhrr>Rlnk<tX;Iw?)<Hr5*
zz+LxLtyCF3CnGQ}0dN2W_yy+_03s6piSJau0TK;Q@zV3ppFDLEG=U)q^k{$++(8F-
z|6O-ieYFyDM8Cctb1w-f5vGj~=OG3XGz{(#$O|g>;!6MngQEA|M}mt&Q~}_+#>J70
z(m^O2fXg!gE+Q;k0ItM?k8IhznUgLA;HW=P1+*FEC>u>&eY{j@5C_ci_G}B*(i8%4
zh;nEhCFP-m2N6eETmtSZ+_~=oHvc2g3cw-9frgTjC*mh+M;heG(vQ`ySqsfS0LPLM
zH1p+Odhz+Eo(ALSLcA$3OSe1%DHw#F0W~A@eWeUh@zDn!3Jwfp;uB3HT|$b$=O^MD
zK4TlV)@>du@o0sY%K@njs^`t0&jg%qdG2BWMi)hUfU1FP-+aAVmu}sPD#3+@bd2cS
z>$`4W%ynIzIsCxcmCFwNFnEqv_pjr^!aJiYHj8mcYEe<qA)yf!%2#~)@h6^t`Wfc8
zyZ7!xq&>!khK9t%cB}hVgR)ONS@y{%E5BMLETVJQ?mZCzgM(2~I3|Y@983T$B@BU2
z#-5YVTtw=o<LwK&UAS-&Hih`crNqR^Y|}<3{nr2vEhXzr0JuH7GuSoUxkrBwHki4)
zBgDaAVY7%5G8w1Yy9O!E(hCph^g18_L58xFg0*T=5M@Cq9EH6jzz8a#U2NT2X-%!Z
zu@{|0MN>{nCfb(+d6XX3LZ;Q2MvO{H(MEZ47qvod2uUO8rf`UKJZ9kyqOY18ggnWg
z2GPn%sU2(HG{CXB48F~xg$*0lEnc?jlh3~1uw}>kO*>Ys-7+<KF(yqA;ub7fhdmR_
zc8OJ!Lz$+fCMOwDGZClH7qCo@(8t8;GQAO)v+svD6$5yYp2>9hc0PcsQ|GlRRZ2bd
za7=Xcn6YD#?*<J-E>{G04<0<21t-kPF{Z6kv(_W`Kj7x-;nCK!X3grXdn^Rt7$?wl
zfD7a5F0pYi4T@%L4Bx;<3k2N2{{b45PR*M-10qN?&pq`tTm@4^_zbq;NDREuXn}G2
zGxjs~Mkfh0z?#rf`uqBU+H>d3UASl=Tn>d2aKNM*JQi&jlVV6TCGLL!+(h@4oIDfA
z13KYvz#IhY23FwA2m(7(Q=fn4S%d}rprBxyNEVsEG7vw(=w?ohfd*uU)Sa9wmP)zs
zXBaGz9EQZm|JPx|m@ET{?z`)5bPMnV_%H$sb9VUDAN~o1@yIZTIyGt`yP@x`R#okG
z0e6_3qT1;9s1ncyAPN+&TD6)CU#nD^l~?RKATh$1Bp?mt3W2a(3JFvISN_G9yLEjB
zj9`OFWJII_xV!Ft|J`><Ks6`=qO6?k9PR?$cnU5d;(<g;f_wN8o{`!D&{Q7cP05o=
zJ&}f<F7s6R7hWv&a0yR0H}0h=Xb_0@;i;)1l#;RoH2i!(f3l@ns2DGvHb>J7PVwGB
zC4N#FUI8y9Ej<m*A@=&JRecTJMQ4M0^y)<<@8yY-r5W37-nx~yOo!n{s>F)};E3V1
zE?BsL!3kZ6p&DWU@0$LD7LHnxm;nhRC1z0pS#;X5ojRe50Cw?z{NV>iNMlBgVx$D7
zGc>~HDSZ_Qj*iMet0Jq1pMQZ5kni104p*2EiH)bI*dFhW3Y@q#?Ao;}=Pn$$cxms7
zgZ=tVY2D@H_d)`d`6o?aR&;a>V>Y@dV}|lCzVLX75}1UFjEu68;OL6c(NWDBH+h&b
z%nL6v2hE&ysfQkE>*+<Ij<L;%wFfwsZj$+c0Rw(>bPg9U6h?usiJ_DLTwdM<4REVh
zuf-TrcJ|54!$(iwqy)EX*FKqs+qP}jzCHV=OkWh+bASMx2yyUuKm_(Kx=PLAg|QdJ
z-pzd5oKnJq4%%0+VGz7s6UAv#m}ii}v-~9J^OybnnW@JVq8hq%s-|m2z*5%&kk0(D
zx)BNr=)}?#QV``*2cC$QXN&<M=CiPhX$~L&fP)VMaND+S{`SY;zyE2(_MQ7ytl5la
za`B1{Q)ViRn>2ml@>QD-96ri?96P@4PeEl|q=dK&>=(GGN9OcHSwea15}cqRYa@Xk
ztXCuaBECVjYS%{V2xIx+{SO%5j*lOYf(9WA0=0QA{y>^RpMTDr1tVT`CyWHpJr=H_
zq!g&aOE1F)-+#9^JPpILOO`D`)?yVMG8aQ}>{lXrVP@!M_9Z;~9Bc%~aC+NzHAjQ$
z5;nMzvAwaV0KT*<J?*{T@1jFvs_3y2C0Uz(_{b5Y2DMaW_ijAI=N&tD;`Z&`yKVdS
z+HY0|M?ga`kw<{*qNP+!%#f-GL+IaN=3^MBKT?9ysYXOZlq}n3UWApDa1ti_8rE;1
z1nf%}6!tKXy>tnkjS*y7nbIXjgoiV&2B0$&^wSSNXy#xaICS8klHHzr9==_nT)983
zI!XJK#QgNbj{pP!#~d8WTZd_MB$Z^94&0AEqX6!M_d9lspcFM2@bT5j90uCDdytHV
zWk51*%2bDGM2_Qalqp>bZmg!p-mK0t8WJmoDQ$A`B8>^?i!@4n*SIbSdTN|={{wyd
z^tp2NO3rbtjbo`uE$;zMXn%;=N0w}&Bqz^T%avza1Rb6c7h6DCwM%nRH+E6776kz1
zEt7bA%65E)8gzht`}cF=EK70J80qP<RV%(q2ivi82fc3fn$?VpP))B#wYqWRnssYY
zsCJHtK`!HAftB#!&<z{aq9(>*a~Lhnox6aJ${h6K#mkm2n=@xN=v=nUQ>>vx-&+)b
zV^v9LNL07adVDt1V{&Tf!u_4+?g<;Y(Y0S<K<o#-v2&==jQ|oHY^1HbCz|B4Pn6;D
zQB9yO00eCSj-RB*fAjU%RZ3%k1g5*YyWK3n$uu0iO8~A@r%u8g#J73%Hu_0;6b>Wt
zM~`KX88bdR>%@`FV>hd!Gy~k;y$7buSPZ~<da#d%HM2^HLx?bA9PC%Py+b~)G0Q%n
z)0+ck;E=F}72)#&H#RWDPkTf&gsmHU_BTq5eGwL@GydsX*;m;7I67?q_zq)8PdvWP
zRtgn#qvaW6Kmu?Kk^wkYzb7S4Ub1B2yah}94Hz<g*8FvwcdcBzW$ni8TT;^IEnb5J
zr!a2D!ZjPVgK=z#6RRfd7htnM&hZm0H92)!nWj8vXelpUvIue1fquy75i)nen+?-x
zxrNW1u`$YLJprd+u6p%y&%Xd$c;)4nS~PWLezz4X(p$8|xfrf>%U0Np0o{-|UVi@h
zjuDY4jP(i=U{2QO=y^<(lTedpP3qOF2W!G1M35&e)Wg-y!%exiZXRA9o~)L4b!iQ&
zN96*J;J~9dUVF`_trxm4<=QIe<K=~G=i}SBVM7oW41$kw7l|><+MeBOKHgka&eu=P
zy!$Z^@B5k|4#-#+ZUB_P<P~DI^A9jwVEYa@P}0M-4GCxgs`_gA3Ot}pz%l-189b3>
z0z@)56dn>95*UOsh*cuWp>7Hei3kmIYS0js7x+j@^l8tOdD0gFKRmo+NLa_PP#9hW
zb28y!kqqyHf??x4g*-2ED?(gUc*p3-2-ZL{V}*-}h>VVijE(6;i#_pZDG-XpJay?3
zCDE;QW$k=S3|DboI>jQ4C_lQ>TQzEe0yN7@&pwY%8-QaKF0ulTMy*%?)1+Y|R&Pdu
z--e6kIXiZY>PXR1jp{c*@R9oSmZ?9|F;{tB>aU(6)No;8fdL&*fzt9+Ni_?rUaM8(
z0Z9q-r8UBp3*|A<d9of(zb~GGFg+@a?Sg>;Oy05nM7yAXKm@lZOF#b7v(J@(;iXu1
z^u?(SadiG#)oV~C9v{xn`UAC{%&#3g-#Yl={HQ0+&&LNrTWUqcnD(typ`y1}TRH}p
z{JfR(_4e{^>qVfYb8{4)x))Ka26gNCc&aW(hs3c1LiJU5)kQJ?PPWfI`834>1ZFKI
zu;P$N6UGXY;K=A+?{xbv_`@-NACC3!^;5@A@AnL$RScZ6!8o3jJ7DV0O`Ey7xdNl)
zY!7h6NCmvwdO16zXLDwQW<*3J9rdObnFzqa3Ro-+Td<MigjZ;oyRM(ScnK|&02~Yp
z<@m&jiHKmixu;J4RS9nU_Oy(>2Uu#}rPsi=?9Tz=JYWwP3$b7vTo)7&4lE2`vt<cr
z_AUXNtM)%NYM8N1!-@^!n1QJf7!#ddA$~#kn)A0QT0ga}o4Mxp&t)G|c*{s`k~w9W
z(Ty<%#NNrMs3-sq4IThDefredb7l`8HR-#5{=)JSl#{F0ZN*ykhApWI;}(H&i)YMH
zavT_UFf;4Gp?s&HnwOd|49?55tRJB3qNP;uc548~90xraEhQsHws&6_-|EzU<Bd1r
z35YrHHyJ>}AIuKMLOcmxdiL3xZ`KG73un#_P%B)5Yv$anR;}9PS)qJ+@+XrrB_Bgh
zMAu}vQt)<AgMy4SuaG}0Iq?A$l5xr69xe6wqorWK_*4VIL6VV@FxkTP8Hd|A(vuGh
zAyi@`TNoOVtU@pSa0#?<W=C=GYP56QQsd3)(J?V>m_>-gvNzkZB%fExm8WzxS|uNR
z1cy|j9g$SSTo$=emQHXzaQ{P;3#-?O2>`4lK<=|~NK#~Cd0yiw2vb!=xrgt40F9s7
zk(la{+bfI{UV6D#FHE}j_~1hTF8tXi%Sv%nl4Lfe@RLZJ`Xf-&o-F&hUUTd7f}yme
z<rS1GFZD0^P`(D?u16nym}V*S*yA?!=XIM~UWdt+c2M<4P508vs3)0ygY7eu*tBsI
zRzUG~%DteFOTFkvY+v^ikCx^&nQO&<0osZNv~hGQ9#%TMbUDTw;GJ|f`lQvB=61G+
zs9KeO1<g6!H?B)u5dn^5ESfY{QO1OZusWq{Xiy9$>m4qnlm(OA!Sk~G6<;JfhX6+;
zSO)w>MMp(Ov-CAwR+!u@z|p-a=+jR>g)NBrJ_3*py7ALSKMBAw5YIhv>cYj#>AUwb
z?Qs6wh1}!0=l?ug^hG8}a3aJ3aQpWioR++_OYhGCI2JZI#5jRDGtW13`x}NeM%V<%
z&`f5y5r%IMOogD>O<l6jnHZZ2=%<!S+Em{B^M);8PM~j;Z1s~;f5sI+8)FOz9!L*i
zkj(yNfMWtnj1y;ZqR_~(6IX9cS-NT?7ze;{?CGX$ySDG#&FMMDqRQn-(-$JyvBCr)
z4hc?{nppP>n3tNUX?@U>F3rczCoetlula1O=0^0BJVM2a6|Vzaty+j?Ou(Vq;)`aA
zpVejdj!`a`*bvmHK|?QZZ-l-Z0vwuN=CdAs;6Wqjk}A)~%<l209y45N1NA7~>d*%o
ziLD7p_PDsmsD@4^0hQ8nRVTA1228Da5>VMbPU0sVI8}#|oDcQDU3XQjSSczdnwN{o
z2wI*kmMk49Q>qj>&;snLbLgmsxhz_eQXHlvlA4$kKUunTK`E&)6*DI$rfeC;8+PvT
zC#W7N(chwcV^tpX;fEjkxAVX6A9p@s)SpTgSdeiq;+UnZg6q$7>H150qha$sth6v?
z**43gMmKQy3ar^aUgA-f#317_?~ECf_uhM-joWlQdG!Up?$VDrsFmt+re0+2Z}z>Y
zOlfnMGxbs<Ti*Wt|G2YujhbD$=37YVP<$g&p_`EGgG0OxMe+(YPrcbla9|vyp-O%h
z0&sd-P2X~}0LL^OnIPty(aj#<%=$_6k|Mq_nS#a%Ar1zWkThxIy3JRwTxID}5dlsX
zQd$5mB|RhK;PhEby1YBki`hgaKdXbYVY7yw%-9-ds4LC<-;7EQnZJDkbBsNXNQ^_!
zv4Ji4=j|e!oE?^4P*sUHKan}C@k<BHS9RF@$O3IVm!O-BG0<YM(2K*`)EbN-L#9rj
zbL3d=4?hi?zhoWrZUEf!HJbrA<h2c3c5dFDmXf+}uEw}&3t574G%M%ukz?1bni%^9
zl$P@Rd8Txk>7oDp_~Vc0M)=ro5#R(CQTVVv6)RcQ4J%koz+pGb%geV_^Hvz&aBAq(
zr~ucvq0`&-8=xZ}^5f6iB39uNT)hVM0t16uIJY3@g0j6~JXLbSf|tdyufx8E7#uIa
z*(WY2<=c%Ys9}SKi20un`YIp*)t55ggyxGOHTuy8b?d9fadf+rIZ{eA#}pD~Cn2to
z1a_Aws~{)&aJ7ED2Aw;1>G#Pe^chw#e%gNkoUA_ef4gx(_x=aPH*%u>oRih7r`qUE
zpN9s1@s*paJNg2nGuX92L*Cu(br?Xr?&$d#hG^NMRa|Tr^oB*7gR=r${{LoBGlvDv
z?EOLj&Wvk1Y^*48;Au3p3DC*W1GAP4=AftH;5h<w1fVO{{oR~+qV<zZrT}m<tCD-_
z%&)(WU{5cJ*&9%lZ31S1W3Tstj6*Z$EPv;N!QS3&nfGDwo|fa_w~%NoVZUZX;HN`G
zxM8GCKIS|%pC^qC3EG-{soTx^<{XUYQp#9|WK%JlpErEWLK0A%&P|G@Ch{N*EkHNk
z0{TgYK=cY^t4}}uWaa9$yx*~7$BmsZW9h0*3zw~1vU0<+)tgotTFUjCcYtx*cI@7<
zYw!FeYYjPW8FCyLmzAA+_(;~#EVES;CB(6cArITr*RFm4{dW|^s&Cx`1*&e!A7gBI
zVZk%Q%gU82gKm&oUQ(+T>dIe7k3D?i?9PlsX$Oy_9k6o;kL)tyQx9Zj968>9;Gn8i
zDl^?y_#B**Q)4Fg#>6KcK7KlNe`eaDBk9-O(e#6kUE0B;w(ii;v_nVJm6IHfr5_R}
zk&gWQneRS$)UnH#EtwzV+4mpI9UDJ^Pl`bWD@>RW_@w`UeMfV+q$-d<XMRd;C4cIP
z+nq1lo2#wkdQyK&o<(Yey_s1Xwx_=Pu2NAlkHrqw^aDqBA3C<1)lD~WS-TID?ARXV
z2s?1Z<M!T^%gmxmw(dyQ-U8gd%<NqmhdJ(-r5AL2bb2F3jXscll15OO6mZuK<M$oO
z5|?o#=VsmB%wtDRo*g-MJT@g*y{|Fu#uD6rHo&2yVEn*_IGBk{!@+RO=*G{>mn|Cv
zSQ;SW8^iAtCl$KkvU76J{CS?)7H&UfZ1Bg305DhhJ~$0<2yrPXdk$nAo;-a~WH+@B
z&S0==4vv*32LHFPVqw>2ai*1VI;xgOZYp5T$6?qZI%rV1tpNu`IjoX7@>ZUmhB9X*
z#mf@`cDl`(ze5EF8~pzJe;z-sb~cS3{m0PXCoEaHdG4ZB031Rb0H?K-0Gy$y+>@HV
zf5FmqlV_+6;7NuYmwWP*WvPj=Ax@T>pbY@y$QJRCan~(MaD0;VTNcAGIuiY)02~;H
zz2quYD%YxAi|vN^Dq!q9R67w35_zp&-Fo#K)MpoD)ykEL2Hgq=I2M_p!(=T=W2eSV
z*__ctol?PW`6f-3xwEFtlua0+=B(v$Zr+0Bv4(4@%qX{1omZUEaa~YO8%}LW!C)P|
z-f&ng#<?-XGaRb|7>B5tYQwQ#8^?6KIEIGGS&1PE<m=}vj)f}i+WGtX`cQ(1Z%A+u
zbKd+^W+plSdF(g3J_?qxvK~Lncw3Ld!&ob4IK||`u+@a>$}rp;f$iRo*fmrRJ0pfe
zT7ggqK+!SE5^#*N1gxl2=gw;WH8wUbHclLDze}7lz}ywDOV@6!IK(Nl+;~_u?%pXT
z26Kx5T=yQ`<2qx}QSGCAr#o}G`H7frR+s+@zbx5G<|bbXwf9x691${tL$W-TJX?NW
z2}&J1S{}bsCst)(rcyP9Y8KTpW=C_`IoeRiO4DBVqavd$jv4g)B=5xD=kww1@$Pw(
z8r=x|w*wsPi$`Fo3Cw|21OjblfMb&-yDepd01Qb0jtMx6_;%_H6Du6w{O9?LY<(Iz
za`aAP7b=EzuqBXtLUwr{!HU~{wny#3LW0^FpdDwP;<j(cDC2G{(kCP(yD3oP3%2Md
zMbI!lc=hqO<}@9}oB3nSiNO~vo^XmA`udi9H%o>E_!cOjXglWsm~JM@HbYBE#?#qX
zrlk?DA0U6=h7Yb2Sli3k@JA`MC(otYRxMdoDCg?hh8N)D;~mqv)6YK-#f%ad#L;fw
zfB)0)(Fu!JZl1GnCFr(j`8rgTT7p}*Nl9>Q8NetdLL7U&nU52UOPsb~^VU=rQD)^R
zA?}39stGI6$sF5R0&t!3FXg2l7M+F;9ZF)j7CR%5;Fy5Z00+hq#?UdoqBjlmCe@Vz
ze?^9rCuz9Ij(fp1y=>B0FL~XNDf<Et?#z*>cVu;?MB=N>15QqW9%g08N8Qk{A%=Jq
z_F)XISu-5FKE$y&7{_K9&=81J_UW26W5U$v>+HB!FG#%@gGAiMSMjY{VVoSB2<n3|
z$kQOSA3{nMVvwghaOjTSA2<ZdWNrdPgMcs^A7jg~0>F-|EXiZsi`{vQ_K*OkXHf|S
z8ix9Vl=TUjO3^?_0*o#xcnc2`){W1a^GMcADpt!fMy6`i83e*GiQ!$t$c4k>3;S0v
z(Ydq6K~fM8$|+#$22fc@HV9yUfaw*&#B!Be@%d>(Tr?bb$Tqm^WMs?n0-&d@BP*kN
z7Eje7E{@yTl&xxLM_5aajqR*_vr}t7JAqi@Bric5aGz(?&#nS25moE+m3ol%pVzS}
zS|OX<Wxbb$pB7@yix6U<4H@~Uk%qAs?fRZ;<2Ge8(%va`BJ*hZ(ai#Iyg7r+WpODV
zsrRdvoaiACcUWp^{NpDHga|W6V$?)pdX5B)60Uoyj~T>O>7sNt>4y>{VeRX#D1BT1
zH2Qb|?MZJDW&*<@fG@-ZoS+*%8<+&(PM=W|a5$J%*6|Z?Eif+k<e99TlT)V8OiV~f
zOHE~SCHG#sbmjc{3un%pLvxvvbL!~P<C&SqG2klh@Zp@y%$!4qvN33R>}c-soYQ;v
z9^AJNTMEkNNqV|i^xCsCg@eD-Q(&H3cWv3SW6PGETehTZ-i(>q?YK>wa4A-|ZPTV3
zIugrWj(sCrG8acdjvaN#@2FMbE?@eBvbC10p3Xr%H*VjAyIy~u<%Z8o0^L5U#pD6E
zY^FXtx8k;@(zZLcr_s)-se6#A_v|^8lYQ#)C1pVZ8%!AI7&!R5#OVu`uG%u!KsRFo
zZW9x5E7z)3lq@m<-8ODb1>LsrrWnJd@7tGgc;V8utf)keOPsoZs|arN6Y~K&bSjEq
zd_`Y|;V`x@I-=R9Br7^RP=)yy1!UGaIJA_AY|P35e3dF!#z18ygV-oX48-X+q~Sz!
z1!{(YWpW@A;w}jgLl|L@{DC)Ml#O!W5tDSp2vm}Z5Mmufq2L<RplU#73}3)LWW&1k
zu%e`Vi{!|ehV|={lF<fGrS{3Ftp;wG2PIO-44sq<{COKXWQ9k5ehA&v1Ogc$i`)o+
z8U)z!nR9{*45C9o2LwVrGpp)mkTJw*O+GZBa3R<dTtd}^8?2<NX9ZI*5Wc}HgAl<;
zEMQ8-gb*Gfma<Soasz!7rgZNPR8SuSLXjvfq$Ek>q!_p!fF<CC53Fbwr@5K1N4O!-
z^TCH7;vm-g0u;g(&A!2M73&80NCUBG3S@*oYc6U|PZ+!)0f!V&0f>c#nkQ2kGZ~o+
zmuBIg{JQSjq@)fs0yzr=Q+YGS(KtLfmxv@M^S%1P3DD*O=wt<fdZaWbAZ&=>Dh@fB
zY(?k<mccyD`ON{jUA@Ono$|p}gp%N*c*_c^JJSf<C6ED*n2AV$mQ*B$s1>cC6L6K`
zlliAYWdpFKII<;ynWR79b4ekjk&gd7ECVrfN(qya09V0LeEoFN(<qIls&EYUeZwWp
z0H-$yz>5&vYyb|7%gIsaTH=^wVX@qqa~IQg@0&I~nIk~hR=;5W!UYSkalL5X+(oly
z%}<^=XZrNnGsMl9J$>3Ne&VK0n>BT6@{}nvxn%x1W%7*4lcpyoO-)FgnwT&pVdCV8
z6DLiaFe!dQ(u8<%i4)=z<Hu{45I_EgF3FT$-<TLb0n2R4#|o+8lH%i)vldi9U}6&d
zA2-qDCQ!Wz*JI?T#V<5NDbetaI_N50e?U`(Es-~TUJ|Ig#*bHRWpzokVf=(i6DHy&
zPo!-VrY0s%O`0@~Hdle9siQ}a`{Bo5hWvAAeA3M2>$b00y$PvJ&AYAHY(U$VH5<0B
z*_guY8{j3fo6Nz1ZdhI3v;Ppg;TA31AQ+c0bv~<5&YnAm`F6Sui<EFo@1h@|`_X^-
zZ23U!VXG)H*dQWV-@bj3LIEs6Hvu@Hhtu0%DPI9df_K4W<a41=h%nz7e!aT&L9*Jl
z*ifL%qw&26^MNgxSp+Nv)>EUpGPcH1yCenYNP~V1m{wfTN`zVN!h&EVMC^gGe1#c7
z1SPmD)Td7$YAf{7M<4b5_+!pz0h=1sZ-8*eu}0iNhJ23@rcyB*3rT<(bE*UwBLIR=
zz$73s@C#*+<*TpM8L8iVqfS<p0Abi4!Xp@kNa)na36A}PL9Ffh$shs{Mvc%FqZUP=
zXBr$83CM_b7gnHQr498Ca}f9vz<Mp1g479wp#en#MNVQG6yjZA0}B5SgD~epB+5#T
zstF7T^!4!tzuB6^{(5X^u+cuzAOa9ZIer~JoPBu+lZ^6_K;f1oV{blIU(6)tg=rkp
zh&;lyJ?%rh+O}^H0rDh!eo-Y}Hz(o2D|rhL50zjTA0~e)iA@hk9bGhG0*%IgvcL}5
z5e_4N0D{NjDVX6EB1{WF{A6`8%XcCE(?mkjP&6Gxn6e1)MrbSa#I!?jU=To0&yjA%
z3*|}S#y;NOs4F>Rl~=?|k)tkXE&{v@h-9d@3_WrHEs1<5hdmiDT)ldT_sD6v^b>|P
z^gtz?xA$lD6z}NE!CwwEh^r8tN`BG_(Q?!BU>OZ1xI=&=>X7jL{Cp{t*iZZSXFjW6
zzkc|TwF~#9OY>;x&l${+3HGQ^v(m|p&i(;|3VI!%14Mw2h}@_cxA4}u3#{jRp~LeX
z2?6vl1n?g9Hhq%Bv<ymmv<k@cN}9G3_X^RHq(KqISdK4UFix<Q#~}?Yg8JA49829q
zh$Eoq;PfIBggCU6f^o;Pj~~j!J9*~MyrbE<J9q6}xqAJIRcn{7SiN}Zszpmz;ubDh
zF@Mq0c?*`!UASb<{H3$zE=r!WFnP`bHV)57o;PLs+{x4COqx17Y0AvR$uklrO`n)F
zZ9?MI_=G9rCr%!hFlF3?$$!Kr{SiOuj|qum$BRoEJ3e7de8QM<xWqAkTz8}YNHpBU
z(SJB{<0p<DmuNTwW=CX#jWaTrA`GA6C={m(wR1L?<Y#_=?0BlJA0biIe7xBujTwit
z&3SBm0uQVFe3vBgb${%*q<qdO=nwpOag$UVPDr9L$4!_-!^TfkElfMp+O&Dn)Z|Ii
zX3bx;eC-B~Gs;NWwO7rrZB5;@O}Wk6cWv38wq;uy=lCJ7ZA;m`ZAUtL1a_i-PR~f&
zvp;?B!Mz!W_Uu25y=BHc95jHI5;+cx+qy#;@1^rFSOVbaY=;kLf+l>nbbH2-MS(N>
zGzcI>@@XKFAe?D{L!M$njb-6ZZ#RV9!j51~a2r?$tev0mJ>s!L%STxH;YZjy#9roi
zd-o<r7$c0DTi|=bQSmWR(yDoj$4iuC-w@k%;fk0m!I%=az)?wn=`9Q^L70}nAQA@?
zum_wyQ(o@woOXjX2?(QG^X4fFx?+HW&FR=#>i_AdVxb6Ql^l_SISXu@V5b6$TUdF*
zwj@@Yu&M`Pngr9A>~~{{c$HTx5szspj92V34miW86!&5q3c_yHn$>H{lzNOURM>lr
ziHgLQ43?=dtYKKFQXZDIva+)9c^v~j?a!IN>_mR(o_l8{&q9XBtQK^_AOcvv!ia~M
zg~X@`%k|mbRl9mkM#6^1Mp=)<+=sRyNhI0sNZG+dQ3s51Va=SFLg<Tu14+hCIyS*!
z4YQDxTzccR*D)i*Ha9jh7nD-!uwvPA9*q-lI0uI#&q*vsTCfSm6F~$pQG$IEE&)6o
zNzCSJ`os2Z+jtyol3<wx^ItS6M2le^ivaD0t&&WGXjNr6<`5<-mF+U@fI%1m<L#uU
zr*r$j&pyYDC+)zNw7LMaKuf>1YWM8blRgjcW%(kOtk|yp;63*a{rQ&zht#1tyjI>m
zM3}da-5Yj#E?%_c<>y{tBO4plA1hgE+SDl|z^)gDydb(3VJw_r(~@p8V)*dVB}(uV
z>@Q$L95zgpB@=_B$I@5nw~QW$|L}tkFm{bP9r%!OAYUbbLLXxrIJ@(P{_+dw5%S6K
zISBFX@PPpId<CBk7{Eheb%bpWm^cI0fquR<XqZ7vA~1;J(_;+4gddx0Xa|~?b^!ea
zrtvwL8?a`m223+(1Jhf#bYT<Xi_bj6?#};X?>+#%D9-)iTVjs|1qEB|g7jhmQBe@P
z(h(8RixsdTQlujY_JSp1?@=S7ROub0C^keu6bn%_8cpo&{medx&GB&HqRGAQz5jcL
zJ<I-fpPikZoq4|VlzHaD^DltlrnX(RCOPikzdy{i2a$i+eK(5)fzE_+;EnF0b!)Px
zK`a(gYzxsmK%31<onL+RwOAA}{N`u!>1TiY>!+Wa5cl!NpRNA*udvPbmybSv?}HCH
z&Oy4re)jil1A<?C{MXM{|CJ%;Zy#mbhaVIAKKsk+Ppxom`{2V*-v7(Tq8GmV!RnRo
zr#KjIuUxg_9f1wsU%ui!G3u8tUn!O^>0rsyx8GR0B5iN3VD4G`=38l7^49BVTVAkP
zX>Pq6hFn09-%|WRWLwPM6W6(|DN+GJR=lFbK~wMw@gn*DtvB9WdrMd2mF?HREm^vv
z&{j}g>MhkC@hZ0E?<}>wwerokRxV%h?lM7=SG@by+puXBbLu<qsr>g{wN`hK`2;?M
z4ULboW_x$}I~MXzH)iJ(w7v802P@xOmCf=_tHOQq>1UH?%zI+^cq_*}`RoLrNi+M$
zmtT|O9N@+z1+tq#>~97*JyGk`E1A#4FewCZwM=o<FZdsTGi*)dNqrMWh~uXZ8XFrb
z>z+oZW;_Xz0pmy@`mBzrGXfw{lEl%{J)M+Bjv7_Bc5Q2-nQC;(i6;tnq?-dl;sA(&
zEbz`5aslpv9%sN?bmwcX86r2*1xk!4_+DZ!nRtSUb?@304w^u1@f18t5>g2x!W;2S
z#ej*B5$|#=Ze+PKWv~>nP2T_DeQZrqPW)DS_0?B_CKe}fBCdx)nOqDn2pb=*UX4|H
z9IlI9W7JU_;sXn-h^LrjtqkV(1p<l^r2r_Qo1Am##Pd%&?s#u!A~S=EPl=T)C$=AW
zf%ymL2OKy)KB){?s5QwDdoG5b!-@!Fki{973@MPMdf07u%tvwwWsXPj(=CX_{SX@j
z$O;(ZXTXr6f-28dY-bc(@G+3%lPQBaXx5HJ41E;XLuClSeG#bS1wr*)ciy@6?@~BK
z^T88bz4xBMgL;Tjgkwp)sWdPIcLIiTB=XZG`$*0kq8P*Y+<-o2jtfg-NR}!8Iuca`
z@6!Ct9Dnfs2Q*L1qx#&wzT~bzBJDxsuHzaUYucI@5x98N=uw)4CPYdNaaHTm_6*NN
zm=ugl05L-an_1+*Y{au8w03<#%M8I&FCc{qRp&0>$U=cc%aGvgFTCKw{rBG22(4_H
zodvYicM@XVeRnSVI{;gH$Ky{tVX$F3c~qL^6`j|=U>2y7Xc+9l6KVA3TW*OcE4!E7
zRU8$>IwpydNFHcKJahoWfL)Is-OW1Gi8MCiB<VC1AfYTF`l&|8bRYnc8GG9;x3(a!
z!e{uFcBDCKSgOky8~gO@0y~$ABr|otPi~e!kn{fW<u}6Vvd|f#TgN%`EBGu>&wQv~
zY#)6B2V)a8&r~Vf`>Q^D|AP-#zW*286_3R#SKyp0u-|u<z4bQD=bOvkTC&u(;>~5t
zK|prA?2R`a7uuFAe`Coq+v3Gb7ca@TWs9Bpm$zR$sPIGA94~$|e@g!7rR%s$$zxl-
zWN9k@k~Nt)aAwUGuNnLNWE{Np=5ps9r>jesv3xC8MGlrOU$Jbt8cPS@X}N91J8!+c
zaz$+Ky!+0(@2|AI_rbgGuX^wORjU1iRUi2fzKGA{lO?0-XQHot@wdPK<MS`R;wYPB
zuCJ^j@$FaNd?!lV*WZ3GYT-BE{a~{Hw?8Cf>vuo?{DbW$6C!{9;pd;zz<tf$!Q!Rw
z65^g4JN?NK<KKGw{p@1e5qW6X3}W^4z^Q12zjhCd*np~6=S#B209UJ4_3G91O{2=|
zuD|}SVZ&gVPK5i#)Ad#zP~WtO01>b3PGtZA@WLD@<BU3Ku7VOXM+U_(hescK><_zJ
z#bz%v#}yjSkq=&h-32ko#z1fzoJS|c(DY41?gt)xaN^|2^lUES)j@3JEM6}5g&zvo
zWk8EX)T~l%-u!uPmpM!fN|G;*2gPR3oozrbq6Pjh%<`odU$WwzcaXV6j0j=}&Hyq@
zn@wCOj|8$?Z}ZHE5qP*~No1}d#<Z1L`M>=7>x(;d1aNXD7=EzISmoV-*PtYtkqYHN
zR1sdXX4Ps+i=SN7u@eGd;kiV-Aa(%7BoBJ!)mI2v7`v55CyXDD0Q3Yx1u;BAAD`yd
zn{O7<ImP4JV^0I?pML(yw8@Ye5yQI>wS<H8)AA5t3&@_)BCV7v2T5H;w(^8uFwX7p
z#pLt=S#mo91qQ)EY46w>xc~hR-`{!Xor;PWYX$Lv>~fGGpakF?Lq?B~0@Gs;D-EC2
zFzm}}+R_Azh+yg&Xo*r1*eyyVogu}Vab34=JuEGv+Eu<K+Qnq{t)Z%SQGQ9Da)Weo
zwpO62?h!Kj-h1yel7VHuh$=Ox@Ur%x4dfX|9iA4=Nl{IpgN8b0^cc<CXF_8rBDqnU
zB$q)+d5UU6OG$4JAXox>_U^^=*jH9;2%`OfEdp0SWT<BeS$ZFQv<9vkPOW|W9s2j{
zPiYIzbTPLCAnJf1jC7_qRj*u?XsIeZ5w^iWvKW|i3minFt5RuRJ#e4{!&Hqy_dM!|
zBW}FuCJI%TbglqIH`09KApnuoregw4X1*NYsAvgvA;hsu2f77^$-n-(4k#pae>w?`
z|GR8C)J&mi&9Co%!0-Ou3ENEklkMia9|eQ`?)wC+iQj(nJtt2NEr|oCEiLGiyke4L
zOul_>9v|7^mmBW=74H4dlPMNieoJ;xkXu3K=|O4p#1wfo+Y+Du=Gz~>!{=>3{P_J3
zKPjXw3jFV`hIQnJ7kFrTx?&{XS6|_qthA{r(mU#jX)eCa3Z(X5dUNkf_3U37^L}GB
zTesL$ZhX)<@S5?{{+B6z{dE-R7pJGrcyYos(+8%GojAt|N^#A|iZ&gz=~KVW21iMv
ztuhH|x(skIP9nsyzKLOLP^v54f8TxjpiX4)8PCOajU@FuBUtdHSL#7}aoaOnvmFCC
zoe_TsVlaUcz&-Qq2we{hp(iz5f5Y|Q2@c8u7YbsMmm*;!)J9?wQsT*3^n2XNXq+0;
zK~UO*Hi^=R@O9Y1htN9_%1%DvM4^~N^NFDaG4_Q_=2+$U2@^sn!w;{&_BxyvoVk=k
zhBMY0kS8W-RY9_w0?V1!^sN;u@Y@`YWe(jWvL5~{=Ai=bT6&i{haM(3`7B$u4113<
zXc+-;u;8=LK0R=seT~BbLI1ve5qK8PnPWHRpBQL%FEuGL{F4f9?(DgUy$*pfvb7Ir
zz|S3DJ7fq6E`nw8$JU-9NRC+m&d&fu#A#$wx(t95fzwYwAd?&okp;t7DgtIma58`R
z!G{q?fo14e`X|7B|NVpaJz#kP07tHWeevsH8mOraDZ$%v?pRB_Y}~l^UW18B25=4}
zUri+gBcE7%u=ygi7SZ@wsg60a9#$`0^OfDZFJH0T*hX(GoU<x|K{DxhVFx3Yv^vk0
zTfqXu7zkCE(lOZ5EQyUKTxr#6UZ7459&T!xMTq687r1m(-6QCGDfD1&25@JQkB)D6
zoF(98A}Xl@fV22ac_x|!mEu!RKP~JVJ--N<o^`=_=h0)3+Vb`g^n_W!1Q|u_EI`9j
zJ6?WyXI4hmz&y`5&{H56d!*JVl&b;2LHi$Q0HC_yW)Wf?woBJ8U9Y%;rdRd0ZI?v0
z9OIx{035%m!q67S>)IE2M9I(pe`?@+a}~eWPcdyti^>KY-+h}6Ea6s+FfklmMmKSQ
zw{Z8sWb|B|*>DawV_|R=CyAc*#TTE;ZNuMaU5z9^KmEmJRsa_TMZC%pqoxeG^%<8K
zvh}7gwbM)F#2bDP1~@rzBl!iu9bBv8ffc}zsV4@UIwow&g)*GSaM3`WuExSSVWik;
z+wFSy>h-55pS<s$dvF8#rFeb7WE84bjvPI*W5*7qw%N|eQ~0k(A9>iC1oD(guxo=o
zLs@Dfi3oN~y`w@fw1DaK88e8h01oepYyk&pPA|q=jO|H<I;J3p7oLB<wJe=<3GM{3
z183y9Xwl0oA9S8LBw`9ZAQ%9Ly$5mV#Hc7SI?Ehb?OM*_VZQe2Yq%MHOB@JF-&$2T
z3G%GL)8Oc%p#Uf}2SH;XrvNya1hEE#x8vThfTV*Vs|V87EjQhaAT)j&TTTq$Q2IIk
z`RCccuvwhh<Fr+{gHJ{SvsZhXWegJf_U>)<9NbL6{AkZEfvU(>`}8xCGe^{}lK^g;
z--{{jrxMB}Cq|}ivz9@`w^zJPih)@QeBV9yB8~zF8Y&X;4dj6^b)tqLGLe(c(7JlQ
zl&bLVq%alYSW;<zW}sJqdM-(@Ps{O|k^{AE4~BeG-^Ev;Fbp9s&E~u05<@!+3LIO%
zA&CZ3n_FQi0XAGxn7e?KWUS)TYY&TFep&r&yT#TO%a=F2>DuKA(5X>rqC|MfU4}Zw
zU4U%voVn-x$2l5FLc^`Lw&X7Tw$T^iPFpfwa+f{5gu$B?E?P8ew&kXqvb&LnzyVK4
zejXyB86~PZ^H`pJ?m7K}u}=*LC-FG|+)X#$L<S_{fi_>61ZN%#faAoXW#&9bRa2e=
zICyHAr$FA)+m#YFoJ>b9^QPL5#(*8k*(-BB@kGiEZPK^fZI@m6sj#}iIQ6U;h$Zbr
zA2(Vc#96OUNILE-Y!+lU7#9*;uA(f=TcS}FyDv=kzw~&=9d|5Ms?^q5Dpks_|E2Ho
zKd#t$gUJV4FjXlh&ss2L)=T3i&Ym{+<=OL>^zSzSFo~SNX-eb#ZLfhpxKZnkxd6EY
zSEFVP3)$!w97uF(-GmTlm<Nm`$Iwl;VpB6D*4OYHQiE<nlM}iZy&jhUSOhdV=)%*c
zPqXfTh=_QRQ6&RhU>S@9Uigo_Gr@4CPMc<p9&zu*!fk)n*)P4k$Vi*KMxjJAsq<nl
zZoy#|zVs5?oJh+Fvyz9&tvW9WE|?XZn)|{FjxiP<1oVJ6-gpDdLd*(7nQ5UnG?)WM
z8fr02FY(nyFW~^9zGIua?^3SLp@$G}<P0k%tQd2)$Ez`FipQ_M`Npc3U<+68aKVK>
z;tJDsvP4<|Rrr6P0CAo`6eI90H{I-+r-vg(15H2-<dOi5y)!PcyTL4Yp(KG~I2cw2
zN{q+s=?@&>goyj}>}B;F#W=Wn4L>E9@J1X@a*%HM_8XcbmyW1&xDmSopV$5zKk+)5
zNHUlF{QQg01NS-aMj&ed$IBD3H%cnh)vKYcz48Mx@95I=<Hi#<6Toe~jWvms5F3Z=
zVBOwv;99^Lq?1&sK>`NOzU$biLy9x;QJnO|DitefJa{#|9}XO@{!B=`Or6(MaQlx|
zf0X=1X3f$_K$0{mYcQIPOgL;pE0`r9_Ic;D2fM}(67fpX#xz0z_uR<mGy@RBu!}f-
z)AKJ#E$x})T&j^vnsnHU|MaKF!D5eYJyg!gC!S<_y|SHiPJ4sT3(mhl4J$28h-`HP
zeMi!vBI)CXe-A(UFjHI_^X#>^dbU1-j-ZQ$agCZW+%=VlS#8*`VO(CrvSx2l;Rhai
zh`1NVHQJbPzx0#(k-?5!W}v9SYjOlh&joPC1{^K9#3V=OOE1Ag=q<0g?mA<$9k$-)
zn0od2?gqfYxNxcrA<ipo2&>Ty{=G@l&2?W!!g{D7khbBgg@d#zqRUd}5_MLnp=hFt
zB))SSQvTmeBmW{#T=TPL#foZ_S71s^OWG|NU*g_Fe4tPGw<j)1GLNSeyLVOV;=UWD
zioLQ$HLB0tSshpBW`D{lr?><)<V@KvX{8(fq1RKZ#>cKsocZF+d9Pb{VCD<2Uwh*%
zhF2b^l`7|Y?p^;S_+oxml`2&N-Ryl4#yF#8syvSU%mKrO-Njd%iZU6$@472AlaNlw
zv*-+Y0nY(&Iuu87FsJA9xnwv4bLPCT+%whn>D?O*i-x@gtsZ>ffl(tzQfWRj0*}Ww
zo_@x(mXRY_I@r}<gmEuZ3#}BV$8qDHhgn9>j8OO|j%1XMcTJx*gUZnub(bB>U_@>?
z|D5(l?1sLx{LP+?(aoAQ6UM<ZB7iYBk3r0kKY+I*Jz0q}u}~Y4fpqrr%NXn8#Yw(+
z`sv{U#S`Daw-+2UX6(D~y_?i*Z?V-{UoNTLR=oZ8%6H!dV7Cpu4Y$G7v8f|#AO6OY
zH*kJD|1Zf;FeUm%?t>ugub=+4Ti0$z1$-DvmnvluoX@GeGvxr}0xA*}IEaBv1VirN
zSQBE}-J!Q6<r2*!grfbHbap9Jg&^e6nzhI{xEZF3rLW!gg3@_&kQ5cA&sVKdWv`QR
z{_#h;_2d(murQ&a9WCT-w+^LmR0bkyv(uWeR8h$j@e&q;z|Ye1ZIS~*pyhR#O;drl
z-+_lxGHZRD946Hgc^1k`piuhf@%!%^B*b_if#BP3(+1mAv5NLB0Ho;#K3seb2kqLW
zbu{!rjh{2W%8%B?Ptm7jY2`#qezaNW%>YIln7?2F5l^WIO6o_0F?&G^nLd5ybncUB
zF~Vs9i!jju%)&{=ctI@4w(hLqjWw_`x*9ib%viD0M{BV}vysn@vQin%fPkfI04~ix
z>wI|^m8>gK5*m)`3ldB8Bafz;AbN+HA^Oo{e|o&@6<xiQmWFt@oy%(f_weJq=bmAA
z-+kAxyBNXsJIsW(|L%M4#>hj>j(Cr<yP6Il+ATH9jW^xM$_4~6OeO$+BP<Kndn&hc
zTJ+E>6VR^c($(|^SP2)d8p!kas{Vw!0R#9_a;7}0Ze5?)%0z|zOkf-{oP?8v&S(8B
z<$v{6YS=YXSBv>SSJM8ke#ifrg<rb#eFYmeVfyqrua28MPt+yB4`?V2R}8>@Lz!bR
zW+2g^L4#aB830$YLWR)F>EMQxI+5O|gK+P+?N+v&W8IL%M6ZIthSJ!Ns*vbsO%{6_
zh7TI{*mXB!NTd3cTj}JELKrc;=fSeK<#JG33TN+q5raPr0WW35(a~@%m_?h!JmI;z
zGqOayPa?(*6oV3pLJTp=op;!A%S|@J!4R8<5R^g8KipV)tKV(D_3t)ANsv@>s=qQj
z?kE$5{3o$e?7jyAzV5Vwa<(}zK3ARu3i}o!-e=!EcikOY@t^lnkjS>h#+#Z}KtkkB
zshoMvvG58B!pCw8sWWc$f*kGk+I>&nfNXP#KC3si$}wKf-pEFdaN~Acr^R>n-g8fk
zSF!isXCI<&I6}Cp%t5^MW?T5F!hJXyR@m<VncHx6#0u#u^CDt2>cLYe(^SQQ`|VeL
z|NUhS+zl}H-7_r}huHUuoKdP|A92reyH?mQQ7S+p-tPeQrlJsdFKZszyU_>oB7fL@
zj|%(me;~?K4D|aNV<?HGLd%uerQFW8GUZC|EZf4HPnK<Il}`mw`7zi)1Jrl`0=UkX
zUvAEw@8vZ;NNKgtU3W=sGT#i7ob=X;q!q~|d-N_^+V17bsv_?3HV5>0h_xTYY6fKi
zahaW|;uU~6uie^q+a+~`-O85LJG3H=%GK(XD^sUH2Z@%ldygI!4>-_}LvNCyY|*5B
z!M1Dqner^_S!ypHXUHKp)w_ncfGj7LmDwnTi8&A3Jjmuik8`_YYawa9F)BcBjc;QQ
z>uad$f>kzlDp)?lS5OAa1S6(7;c&vl585P?1w!fSYZ_78m!y&!__x;p|J;{fUS^m*
zZSJd2Ju~Kv(_8A@6b!nOXEkr${MSB_yy+GLOA$ZJfXgK~QZ@#wyP1`P-x|(UIj9nu
zE4C^JRgA4_#Y!Bm4z5;Rz)A<Ts@JGhtvZ&XZ|b3`qj8WfU4|hKpR7@(+95S-98$BU
zJ<3D4u~e^-T%!}5m5QFL+v;BinesWb*1?C?s%4MzFa@envpT1j(q$5t$U3iV9apPd
z`Oq3Q=?~GwR$I)>>NS*^yt7NG9rrA&5anQsA+&PxMd2D(=a55?+3Fm6s8voXl`n7X
zt=K5BIBZ|xowtB#wjFx-p|$JQu1&4#q?*}wi!DR%gw29W04-bUKC&S)d&izan8GWz
z*?bFiB4?%DYSYchHS*+;aAciCc0`>zJU!|hl5)mZJz4<}d%JBm-?Dn;DrgW`Z}h0T
zhr8=&#91+54JgSNa#^mJu<wu>H4}kIF^Sm05n0ZM)~H$yB?84jZ!mzx)j9YOSs|!*
zcwIB{QrMTn>v{`c)<giAqeM?N>eF~)y(6qckSG&z-6QHAR@>VFHMyxb#HzxvIb88}
zN7PQWq44f9SIg(yXOBJQ9A${TBH^f6%c)kYYW147)RywC8b?!`^4n_?AQHsj(qP>~
z8=rO>t&1)|juY5S0i5^YG!kFGW|gWIwyt5Tyk_GeT)E1wJEujlp__aV%f~A_uOVrT
zDjY&-Y3_BLU~!kSL7cin=`tFptMXs7RjO98k{jI)q~xYfM8eGQ?OdAw9zCyAtDb0J
zCbxb5@P}%Zs^~{+I#H!66%VRXv7+3dvjK)$QZP^STthNl%oA-^Y|l1*@E|8OLWRkZ
zT7z+;Y%5i$z=PLjk@2)uDDOdrRmNIDtV=p?b>Ns(ZeDqdW_Hb-Y1XV+i)PK4Wr45C
zG%=i_HMErW#J89)@N1b&34KWoY<LZf88a2}TOWMcvv)r+b@XoPP$Mj;_uHII<Yt5h
zKq~9kS<2?Y)zrldiK+hXx%XZwN?ON=vcdF_X<1V63ih=>J^6&6j{V?X^6YcZGJ(ZF
zRJYQnbQT(rQFM``Mn0F>IG8z-9+JLKbe;(lhCe-=VZ|+oF(~$h&=F0ZGKGdsVvJ+p
z-~d4JNUsAj5+7sKs8W@^Wd6d1&T}K6gOb=y=piLat-Jm>Og|-Gfa&8KHbjwZJ*++1
zp6TsP3ElFgRA<*+bIp$1??Af2+bzjWMMi-}X_oexCXH?l89f`N+{K+PA_#yg!b0z!
zy_`vU#{vaiGNREmQZ*)1)>mI~t;EJbJXm??!H0hO>7Pb1hOq)2qq9H%%+ktlf7jAG
z@3+rBxaEu))16#bTD|&XtQEhqDYinci_&=p3k(wr<<Uod%5`cz#Lqr6LM14$y}(ZE
zp>*k{8*U`G^4TC_Uw+wTJdu-D^BX?cyo<d)N8?lt|42T_UtW0L`RdIVQ4+;gfs0;B
z^9Sj2X<}^>PyN*&e{2%?hpSi9>Qe2p?wML|?=9*cS{sO@Z(6#HmE{3ksOW{G1b?7`
zv~v4xLz()R+kEKs#aZ{5^Im_QBHEr}aPK|#@N})nkb_S>D`7IhE?AHnQl`nI%%t4r
zNqgVD_t7vQR$#>J5p(9wHC;vHl(ObIdE%r=9G|2={_#%u4$I&I;~S9&z)_EwYOTx$
za<vaVRA?AJDtxOXO8aD_e(EVbNVlR+X>{soC_M{c8U8VI=y&w|_djqyHRgQ}JaF&*
zNo&bcKwW9+_8`_5YE-Q%xPdu!w|RN#HX3CoZn@=FvsZ7Ttz=o#7v$`gv)i5RcF}u=
zm|$>?zyO0oT}fkU;s7&T{iBcO31$&1FdYDwiE&Ae^J+N82AbhemZXvz_*FHarQs?q
zS~NfVtahM{3ZZ+Cp3`Q&A`@`)tFj7WCUr{niWMu0vQ+?ZHEUL@Qq|yguU&T+@Cf4Q
zBl?OU3AxGJLCid*?Y}jf4TtQmyYA8-1*LK?7}A??8=}Pc3FDpDL-kF2y~9t&2dqZd
zW>u?IwVGR?K(i)|=gynQysqQJOnck_E3jwWXZ3h~{CG^vM&RNj&K-fzNqC-w!-+js
zgOcBf`MnB|1g<T&V!C24!;yHKB+FffnD)F8?3XQF?in;`I47km+yrgmd4lPIOa6Eg
zFBE&uAD9TGq89`KufFmMCd?fo{34cQ310=C+$MaitNQjQm#GkXzrTOM`Ts*+7H?;X
z$;pH4!6?HMVzDN8HDHotMn5rrkecQTe3asTtcGe?a^BU(r=EuEf{f-(n)(SHGHY1D
z4$ew`Ko(bx|5dVLcj?^OPuV1US%%A?S%!|~&k=<&(69vmryad}*f7K_Wr_h}0&e^S
z_lnI-XPiLTq;;fH9`VdGh`Ek<K}m(P>-j0E5DqaamgZKy*?ex(ij_^h@hy?ym+^_D
zl2yCp6G(9e+$gZ={3;Wm6G@J(-vE37I4TH+bl{SvRF^I@Y2rj*%C}~vO-+HZEE`Q}
z7|t-Bn(M9Jlo>G-FozW5FXJvPO_S4)v_S1m*N_iCe?`?Wd~2p>-jZ4-JYsW~I8aHN
zw8lJr=FHPhK1Dd4)@QT^xB!mSBUZIRLb)uSiJ5NvO!O4_*t2F!%xV(Lnj8coA;hV9
zU{v?8I-FP%MrG5zZ@e)@kONhc12;k^YJ`yW2#I=MIHCY4&XBC({4L|a6mbW>KBYZ?
zJK@-d`Y%5dz9{w*_YxBdB+<SY;)MOysK|ptQwFrf9=iP>F~j`^Mp|;qzoiDWH2LT|
z97_OPtClT>-TTO#1xp@(YzE%)s~!=Km&U;L>eVZ3fD`+;a>a_oHyS@Z5w7WCx|P1B
z*8>#tmwp<^0#HEJZMWSP9hMvyVY`BfnG{BePhi6Y3`cPfJ`Bo<y8}D@7jixD-~+m|
zeoA4*DQ?oFNjQv4U<joIG4K=I#u=t|dCD9NT{C#dtT}U(M5zqUgV=$BVP#P1)|+pk
znnTPDp3{r?BV<E(iZcf>jtcMaH+)zaD9oSKNzR%yaT2(~U=8Cj)gZ=!<%#*ig3B(x
zgyIp-k{Vul^;HZ!T>iKVBIfczE|d~i|N3iwm`ZC*UbAXdAOgs|zA_*~3?m$a3>f$0
zPd|ziz0>yF!{uX+Jj&JNn)1;{p6FO28Nnc##2MN@ESdmi83R|HR9cQ78Eqo=6UK30
zAu6(p5|h27ScC`y;9Lq~2X2>$oV-9FYycd81q4ZYU9~FD8CevVoXVFY0FHt3{(JBB
zP?aeKF^3j!=ckXT*u#fEO^q3C!#f^aqq-L)VW~YI&X7RmNI5<_a54Z6(isf&>(d9o
zl?QNTb{3(uYqxFzaNW9hQ(&VAweiq{51Yv0L;HdT9&+Y$;#-3}NarVieoX>OQd}FW
zfKD){ZFo?Is7apFiohH{B{Kwb;=aB6$OIB;bzGMWjUs8-S~&lu^UghoHIpDFo{1oz
zF(<A=$4;zWG`*s)JoflwIs!Q3NSW{TEcgYXbRr#rz-XhN3<6y*29x#@6oXdi32F?W
zF_?txX6v8?YUT^rhw~dpN{)Jdx{;nF3;|USsx)NC5M-`$xs-CGgK>Vk<qx~=&V)yN
zBZLOJm6+jv6?ZKm{tY$IFbg99+5mwWa7@^A2qT}LK6l{~OS=Es40%qvMLu=v)F~{%
z0XXU@$~PX@1TI}k2PDJ=CoFcK1029=)$(-1KTOQ*Y+yujO8O$d>8-}YaXTiaFGDd5
zXYk;w1GB^gyZPo@c&T9*o{J`ku{e|f4om6NvnQ~SIp2UsAA6MUG5`)658?ngnb13R
z?a~DYiy`jB2@~hedx3|XF+5Dki2)oQ_0Gzbw2mxUI3z(p_(CiZm%|~0(jF5Aa4r#|
zTA$tuBZXNE9Jns-jgcy6P8<N|4B+6BMFhal1u7)PKsS6FV-I2wAcw$<?|=NUe!Zh9
zR8=6PLl8n!4zl!_fp@^dRRFQ;F6Fk{Y8$hn{DfJ~f3-&ah?r<5IYVIxj=dc}pKe!l
z$%*r-08DO|(0VABj{vxvZ@dw);wdm1#}Zrv#}e%#0oL1*hKPIj+%=3(C%7lOd3q4b
zO+83paqO6JCTPgnM*65!{vg1q_5$64e(k--!5yCiR`PmH0Jq=%G_I_5S9DD(O5se5
z(=c!^DF54Uzl~^bkW(Zpr6r~rsF>KI(hfTCK*R(3^(QcDa=CM9++}29ST$?TY@w{Q
zB525gig)PrnKNLStcqmrB%OQTzJ2%?@v+xM$vXz3=bn2GM@j$$v)~JtNR%KlZa3bO
zd<BCvUCa~7VuVvIe3u<d(-=ZM!%Jed;)OQbUSEJ&YzOS2BtFDimnF_`zV&8eTMSy<
zVgw~2=4Gl2n}|nz(;fCGx7(FHd&(gI4!Y$47owa?HL6!*!sZt4Eka9akKvS<;eIWf
zEur7Q8qhCLLN`8>OmD2}XP(*W&S4Kun)%}784JfwN-?Q6Fss63raaJ0nj?^_D8(_+
z3n*knFsJS3cYN#6p|m2H4A8;5f<@!fe&Xatzxp7F3}zYh^4uU+=ybRZPc}L(-IkOG
z;0OZIuMLCAh7>!v5Vvh$f&J?K1VAhZw{Zzu%ZbT!IDkMFZCbY`FUT1^&8I|!)P-|)
zO3I^>0&sZd=`C9zmMxn*CdP~x`pL-F9%4!)IPcP|Q6sNRa-lEfnr<);-RyH>IgkQi
zwCP?Aj!qG-ye5nM>W^2$K1o#sF_uLt35@d=+$~VTtR|;5;&PuV@U6F3{iPs|2S%hC
zA&3M)Fm0@xFx#$m8@a9e-~+nB9N=)m&{cx1AAbCi4a)$Y$4dnJBHRU>MKKV&QNpVk
z1@Tz*Mu57qTXzIO>{1ZJwIsih;J*A)NytYqXp4<Ex#7C&5jX><a$-+`ZcZ9km{LLJ
z^|?uKx7~W14*}q$oY+SXfb+!3lP3xM>)XlP@POZii2y3f@Br?3Q`MCxnM=y=cHaWP
zX?Tocym|nf&&t<=7bX3q?tn9Ec&RqF+-l%}0YFnT@D;pK0Jky|s3{-J2O$Q6Hu99g
zQl|?pG;X1s^sSXp89=!M#8i<6KP*)Mj?8Gt*XXoU*@87@!z8co)zkxe#MG7Ap_!tH
zYgVrg;7D))4k%pNvzPcJ0L~2VK?4U7;&dzDJ!(Go-j3Q(_i22}Y1*L|)L=Sw>d5?k
z-F4T+cqXU!UgR&5;OWe}+a;T(@m}jzt;|g&e`!uRr2{|J5<QI7<_tv=be7uDLOvuu
zxR&I%o&^$|I+P3*OdPOIB2_szp(18D(j3=H3`7qt%tlI%OKRX>tN~*=IY2k6MZ+qS
zGn+PPG=1*k>2qFrZp_r@#!ekGVb-sG1W2-iK!|Sva5ZbztWvoO?g8V{yqYY435)}9
zNv%I1DfaCtNvQfI3X>bIzag8tdOM8MA9JHTu;Bd0o}nj7%8!kJHk^m0oQ#GiU=+t4
z+t9!gyW<RLdeNV(xbmkbbRT3iga8XZf;@en)&H2Ijsg~PKH~7hO<%%N03z(ehyW0%
z@)P6{3^B}lb(01!d6+b42=Cw_{U=OB=_j7)=^&483h3y|vc&<IQ7}?j!BYi*To^2R
zKLhe`wwhI|Dlir#Rx<{QH--`{&>y{@Zp8Okw(wz$mx0gpNDvlKh^u3d68=Mj=SJcQ
zwH^;Q#5AiMHgG4%8&HBv<JC~c(<L03Fj(H?fZg{Xlo^U6<`V<{qzu+R3wDiT6F2_$
zSpqo7Vh*^8Pl#oLGb6_NC1f&J9`~BK2V@h#ZL%pfZz@Jsym+o#6jia6*)bbi0UB=l
zyW4KP_1ka1#(v?8tF*3!Q$N)M2y;B|g%`@~uw!@=X=4sJ`5*u>k`a_jmQ;H-^hje5
z@%<gYFn6v!N@hL^LtL5yO<kEC69Ct<S8w7B)1m3x=FJAcX+jW9BQXYxrb6+^f#i<c
z?(jL1P$mdx%hQcpXdbjN7Gb)A$EXG#NpT4bt4w(_ur!#VyS8Ug)><@3tv5z=S~YW+
zexxzG{qe^iGl@WeWx-591AwFAW9+JPSRD;UsGmzNx>zp|y2O~!z0q;l;D~QG-*nSM
zk34LwqFupLFxRYc6S7`-fKa4Bx-h^+*W*uOjv=?wWK7(tv|wd_9QH@RN6iT0_0vd!
zUxNk>G+qtUD%p_F3Bw%go2!(Wg+)2HTYpN?fu<_5=6t9qWABYHAAIKj`Pp#4mY0^$
z|0^|MtmSqiRUXk4`}B%t2OM!k&DY=gXv)l&o*grF%Irm>Cd}CIM}z^+&@Ltj@SMy6
z4&UHw$FJLjSshsi=f}k@1n6YFKdtwX`mzD;lTRdj{8LXkeBvqGU>tL`@jP%$1I3+6
zo1o1H66oMF((q>rRxtxWqsNW~UfjtrQe2u9{`g}XLW;?mZyGl8yjWY$k7d(OGjQS8
z!iA$oj=~acayG&wCcFT0=FjK<HhXU3igV`9Az@J?Vw?QjKrLdJ#RucV)gMt?;k3bQ
z0Tyn_-#}XR;VP_kuPhiBuEOb&9SS#24wUb`#~;t;*DCz~FMr_+$m)byc}GL~Hd%zL
zv=Ypx)}pnrV}c>aFoh%n8s2zg34ch$gffD+GejG*)wkaX$C`qW7|GL2QYE?ML8f9M
zCIwv5sgpD7NgO`Hc8Qoxa6ObRfh5S{qY!X9UzVIq)|0q~gbxOs?RjO7!ju$cDgB&$
zKBLUs6A{Z9F%J;uy_feR5}LaXvWbM&F$|ra4`fORob`@A4dx7P2)v|V^(KY1m7w{f
zk8GS)p|F}KEKwu><Et+XXm;E-DZmLt`|Z7tUZ5o>3GT`s4URsBA3hjr+NhDcU|jmx
zS>zdmiq{qkv}W<*mwZ;SQWJ<|u9)OLv-?d67Y9IFN}ABjk&?G0VNJ-eXNEtco|V}X
zwN;^ege0A$?M|JljhPQ_m?QyHgEv}AaAR_u^);Bt1K`*PPdeema;Bb@+1YRo<<rlk
zMKKbdKAvKs=vIy$j2b<<Z|}aU#S0o^m><Cz%Xxi}(3ik;SaRh`$HRu{k3$9z@yby)
zb5;1DfLitfXn1`#C<Ta)B?ddkL}t~VX?LqK!$CI~7aAcf1tQxUFgVG$N!~{(;szl!
zH^X5*e&RDU!yC?RN+?TeU_CWJ$Z}OXq@Of=(#F7?pH5B~KXcUc(=9YGaoWOB<7ciX
zlOmVG04FyQx(Z8hB6Jz7YTM+9lTSMN{BzH<_>`4RQ-?kGJOLAIW+rg<Bac`wQoIEr
z0flt$)S+X`X3cdU_i|j+%`q{V0GEpmXFGN@c4a!W5TjwI@{>?HUU)(ED%J3RtOl_m
zJ*!`r&X;$-^fHDI+*0hL9>$&By4ef+Paf3c5btZ|c-eBS|GdDuckR}*$Ccs)_A~CZ
z_-XInef#tgW0041BHlkEF1PDhZQJ$l+YgyN5k{2ts|OBpFnG`)-5i=@6fBSX@3oJ4
zyG&YqPDrdn1`V=Ki7lD=uf0Yv9pN5g!kWRYGGk=|$KP<>b=M5O1_NOs$~Rux*9^Wo
z=0Ft??^3SQ1s%vlH{W;@ug*JeyZz4F)5hU|7ae7w>1L$JAhx2=B^@ui)AgZ4@4WpE
z+znHU{k_BPv1CBq+O-q$fvFe{F1h%UVRsD^cV55?F?7htX}kNL`|rJP=&eHwaz3zp
z0dc2`<mREI59^8A#LJ*!cH^zL+#JO8pXmj6DSL6pP70|Qw-3FYxMIPz2&lpTk6@2j
z)fJSvY&jsFz2J>E-+WVYSEt?Ps(#BY_MC!h*E(2+h|{caF=}=xtL6s|7-+76*T2D1
zE`*e8ZP!|O$ixlXwL@$}-0N6WYAW2Y4{Bx*2b+a)0FE)P@o9|+?6^IEXnI;>NI^2;
zNMRmF@18w-Q50TzrTyiXUCzrwjX|qKyyH%04r(wOlBEp0U15{i70$5X@+u6KyQ;7W
zR=^>@Q-@AkZ|6%dz3k#kFT3R8OE0=a<J31D*ROYsP}|<iBy_8I>tEas1;T3ErmcaW
zCmP7{9o1Q~O~2^SF_{oMsyDsqy#Hu#N?piV>2amYm<K8gYJ7c=RCR9q_BQRaJ;~~<
zvuhuGC}M9BUy7q_tJ7OrqSq?v_LhaUK2E}>GtRJ1Iq@?zGpcT{-S+6M%k=AKh-+j>
z=Ro6O7(nwtnTfZM01vKN)0&Bv?gi6loRNZ3O7xR$+O&b)Mfgd{&ypJW4K+aTaolmo
zxlu=k5}-|TV65e2ixw^V_v<@p`oalQ=Z&2>8_fOMM>K8PR7kEcz=Z@?t$MYXYN~UY
z<ommgHnMtVzKKu~Td@y9Mw&1mispy$%fKGM5unn~ZMNlvu=ZV)U_={AC+3MnyxsOp
z`Oa**Ht9wiZMM-Sd;>g!`5Uo8_;y>SpT*?6(MED0Q*67%R-R7avd?~QSzN~HrMNC|
zj1(&a>qDG=Zc#k394Pu&f=ELqk5hIrY&lbG&Q7XE1ajj_$LQmjtNc2NH{OIXOKupi
z0y}p5x`<V&4FQ(UsI>V;n{wg%Pl<gIg+a{3wtiyeRLO}rE5^F0<+H`c=^cr*K8GMD
zZWK_Z*vwr@6%za3ZB{JJdQQ66APP&jVb|xLbDkxt6Tn?@MeEjQ5|KbB9MSfCm$f%7
z&BxVvh)Bp{bC+pf&KKGEK553#DkpZZN7-G8kgBC%?_kZQS*8N)yPx*fq)}s{Wpr49
z5j%G16#oB;t$7z)HBPEwR{>DGpuJ|W*+v^{%r4pIn>L~DxJ5zvAP$VvEPbqK7^!U(
zY^lyQR|OO6l0U6%jZrB-jX87Qp%B#x)bNW9;<QsvQC&u89A$EVgK?Cul5Z4Rp!IyL
zl1n8uu$~&wJK`!ti_T&+=$IOTp1etuCae_**x*E9es1ivk>h5pC%3|vC^!71xM+|?
z=mKq#7~m>bsw4!EerjY+WGfhIcI<f3Mb=I3#MRJh_hhjojwNT#OD+?#H3e<Glw8)i
z^JV(WrRmHi1To%&IuxFu%R>z|0yD7aFl{6+4$6ksJ-kV`ZddlWvU$^HM7f-pJ;k~w
zq%Go@!KA6;DPA6rOfJy<`dOV5G44b_lQUxHhg^O2;H$5uw7KS*A%^`#FoE`lTs`Fc
z^UlT4Fo7g8>|FNnLk_#DfB&Sxx&8)*4+58T<Ml*`Yn{C8(n}J1+4B#ijF2xdfjcOD
zZW|hM7OCg<p|=r9oFrE!i8Uj}Y)w4BX2@Ws8GbcMEV}m|QTH7adB{h~uO2944=P^)
zu{qj=l!qUD$Ryr}O#gl;O$;=v$}P@Zf9*BNfg}q$q41Q(H(q=FpB_sVB7ZDBPdxso
z#~yk3p$8s%^x;RmLU@29lfS1BdCcab^?LG8w8&4;Ad3quf79gey#2P2Z4oOxt~hAm
zRcPcHTbA=9${<LicO<{4;gIIkOz&PjAAj^wmmYqYy(pyz?z=C0*?S3VWCSfo)$PA`
z65cQGe3=oNH!2V(@41J5jf_bk4Y`#J`^P)(OiDL`VUi8+B(XZfABkLx?DpGkN0X}m
zR-#}^?b@`VpbiMoy7UN*55N(&tV50G!x03^Oavxc7T%nU^9qS3-%?PTLP5QPEZ-L)
z_A|e<_5lY-BSThEVm_Hp7Y?IU*KS<{iIkZ~mwrSx?0jiwTPQSiB0YyB$ONq6c|pzF
z*Q8Qt+vZH2PCUM}0ZWmDjdw|W7hWI)iI4b)a=Ri<2fOWl%84iGw(UuINzhB1GPFPY
zED|60X5LnT*8mQFacfa~%pWWfl8<GtJK#3G`}Co-v8;fgYG<8&b|$^0T}&46QW!{y
z8Llu>Ejixs8ZeZi6GBh@qAlwwT9k$g-Sp+q4;W(6EufjZ;Em*GGIknW<pw_Dq?1lU
zDXY45>zV;q0B_Z*0l0%Il*b|{Ml|*N9=QJ=?CZX?;#)L+$jBlf;k03i!$sNO{KWyg
zd^m)dCCi{71`$T5PaRh4kQAAAbc#$X1r5_bV;sw!DN8&F@C1SKFn?YdlO|1^F>_{$
z7cq5;tK1?dCS%+TPTHIem{&ynz)AFIOI-0bp;}=&S+HP1xG1ox320(D0R97PRV|w~
zCAK6m+I<fO6b=%}9=9ZUJ}}0a@)pK8jvuUVR$(@9#WAol4>YYCJ;Mz%7UvVkJTaJf
zcwG2QFpiuBQ^>7i7c)<>A0>O-Ukg^xG!Kn2?$ggcMNF?q8iKRL953h$iynIwAAT0A
zufG0@>57|ujHqD~DH5`fD^(QYAAU+x2#ZbpX9#_W?M*%|mL@;BaKVd28^tg+o8~Y-
zU*y0@-Wk?RRp$l0CPkk!Lb|iQF&#1>D!I~z#myyk;#&hvu9D}T-QJljZget7O5qa8
zi6!bs6(yrvW_D9)5|<UeE|U6{mBa?h`YDB5i`r+@<Jdz~q^T~qQyEOVbC={uNvA=n
z*|J5;N(WV>#-vF6&$bi+Y|U1+MwNAMDXW~)!MZ7BB3MG@Ds>M#92V)bk&+|jl~)26
z&6OpzSFfHd%f=H=FkU~I#v!^=nBmyl7_84Y{d9FMP$xN*-=?l))O25(NSfle4@-ee
zQZg=J7pKpM)Je2VL#!$~tYJXX3J*<@86>fn4P_1HoaA;AhH1D@IXomY!<j6v0yE4^
zyakgnT1b|GuHE<DD+Oi&qsa_+M$%FOIE+ZbK=6bOWH=>cB{h)Oz_G_38^-`htCO@Y
zDQv-^9MHDWU?BFh7rZfb*2@<A9yM-50WRj#kpV^Ms#K{GEoER_jhZ!Sc&J=htOO)6
zz~ekA=^&Espo0L`!d{dF9En6@^ewUJM7obzeAqBO8oR@e&TiLk)aX$<C#+QX=bwL`
z`yzCU$pSj~pP%}3*#117*-lV*FbX>D+3vv>tn-rx8lOpyD3}=Q13qB=9k|9vj)NQ^
z;C9E60Koaln$M$h(aVdDJ*K`PtFFppADqETd2*+Oi7*a0`WZ6_`2LyWrVMbIMFZr`
zoi|s4s>u9gt#B7_1Sk0*a&e&fAs+HkT>SdtH<!GD465>P2%a3K4QIai`xgvJ00=L_
zksvGv4yk3xRWe*D-b&t-Z#e_*uso3)v2poxk>{l05_ol2cwz+q=K%v>U@N5`(TSeW
zD+8baV(uAmL`ohq?<b#j2yWUl1jj$AuslU80^D+w@|>gaK*ywX0uH#BGm+EW1jSR5
zD6?X_*BQwf2o<ZiLhw!<E(G6dgJnlj&yw0OqDX1cB3~^zb-chqGNl-q7_+JBs9~21
zUq#~^y}j}s%W^_neuk>Caid1KG5$=HyY9vtzy9gxFTeZo%kO?Fx_$rCmqj)-KNPcl
zUEIl_bZG;&pa1b)@)vq`<QNlh;027+XM6VQDS9V4krxx=wQ(SuCIv!-CehKP<dA&B
z4N${$a%9?xA)LwVaE*C)(4ay6`ZAjJ<0r}Q(cZE1Zh={3J==bJ@1>ItzIt$<-hEVy
zM61HeMog2qN+J#etHGYAm@<)oZ+KDKJ2q1Q<hje!4m;%F9e=+a#~5#sYbnDF2kdf|
zRdP^L1OI6aXxO>PZxE%=>KzhjOLpo@E(w5>PoP_#;k4N=Tj|>zfsq>waPHLy>({Se
zxpHOb764~9T(zoIg^uS%tUumy=bgGw@?O3<MKa-{tb{xdF*FJPjD!;|Teb{rQ7iG_
z%Ey+vFkK=$1;k{?&}VsKlL`$%NpPMn@vrmK*wv`j?a)f6W(CtBA&wjjZV7!sOgQ3r
z2Es^lBc2_>yCX>oTW`z91FHmQC?Q%9+rv;01{S%)S^5*yf~}^F8*{7+IKwS-V%!y9
z#a)-Lc#ED5W3kmcqAsS53CkaM4W~i3VAQ-lxwYf}9JvDxfs0C!IcAQl1D(iREvYmo
zVHRc7R+~lqlie)=LlTs~+9L`Du?*EM_<$pna_lAv;I`fdAXv~;fDs6l6BCH!Ah}oF
zZm~%MH~{+mxN(Fp&?Bkg$l2uII3xBYU;Q)-?0^FS98Dtv*~%vz9sN{PVCM{J3*?q9
zlY&PP_h?ypPb#xQ622m5<uT2{nU(LY<o8&9zXMb?36Y-z;m*5z!9c(Qx5hV8a7ak!
z5yUYM%@Zllv2v>L<PG~Gf7O%%3hjL(52CUr+bTbok5f)Mnf1*eP?tIDtah|_M33Yr
zQh3XJM#6KX@V<-b1eW4jYrCBGu=p+E1s^CAw~KD{^Z9mp7cM9Gf6^0X3BZ92MWquU
zl%0CwNzaTJp=W8F-d9aZs#-1SXgZNgnzvEYp5=D4vIFHUVA8YD7^@hB*!wyt4K;O~
zTGgr<y!l3E#Bh({umiSy6l8`R8Wo|~;1FgRsy1oVXy+ZX*>F3Rrt>sjg=pL+?IrdC
zMU@Z(P~oiEB@d}l%X@H}@lq0`^G42KBPC|IoDY{Atg8m}O?@G*GGXbha1ESga@$#s
zLzD{w!?`%XUL4GQWAXEoU*KM1vF}kEW`hd@oUU=mA%|3`P$366GX)snsF)1Ghu%t^
zCWr;~MgllW4+BX3C3xD}dn!jX&?+zv1e+0HX+_K*4AF-;53L?z*16*j%q?;Njwk^f
zU=rYqc^yA@izh-cc{1_9mmt==Q4-&<g<*Hz6-p{bc8glg$>cTIXTTrC6lm}c#_{yV
z@RQ%&UVC#;x%A?T0^nd=p0is_LqO?v*c34v4O}^e;{2e^dHgnVwkM9^y4WvPELaxV
z5E=@hkBwwvO4{Yb-~d1OP!Mxg+q1wo+3=tP4=~pZ_Q5jzKZj222)&bV<m#&i0XT@y
zfn@2jrQl3qq<n%fIDiq(c$U@0xa;8gIREr%)94VB$o9bpx&MHtJ0qEhZ9)YjQ2^ZI
zk0uFDCWygJ6dPtaBXhb$<-wK{!2NEs0e$<?S_Z)7jRBMsY@K{(<vWy&V%>Ye9k%|x
z`DLa<K=vHn0^rn!1hVtD&g&{aP=Vkq0M3ErV-f2BoCopJwB}I)xYA`BHuz^a$}}cC
z?>yQwZioNe{=@v{Vv@7C^xDZ;5=ybj1rCJ8rr`Yf-tEcbF`EYm2+{!cvdh}FZD)qH
z{zVo4^q-&Bvka^9SB?XH#Cf5W=`&gD^c|INrg==7D?+SI61a3aQ)b|%zC-TgEvY90
zEX|`Zy)h5WA}0bhBiPig%%^DF`061;fLalNGiE@{yI6hhQfem?5Zaz)z*4Yuj@R^3
zp{2~n<iV6m_9ZnCHK6TjA&@Jt5Qa8CbqWBdN9cO?U=F}JgNy)`6Fa#6`sFg2GX2FV
zGZ&c$H+kkuqsC1uOt7xw+yG~S00UfMfU8ix0%v9-3>R}ETMlp`!2zj|k|@Do2ULm#
zw)9F+CFKAIo_Jp~=P?b4+DiB$z5y(1Ox!-Y9#vr;&*bzLr^76xR{h#cZ!%o~94;5c
zx-(5CfP+LFRJbGR(PTrWiD@%t(00;N;(<X7JN#t4gH3GbJ7gvs#w@=6;1#+_Iq@fd
z{lrhq6C-8#<G!L8lwhXZzW4rn#5$CDF))A3R$;Jc*i`kPiVBReoOaU5hRRL`#zkZm
zJlxAB#=dy5vAXc@rMF9q>scBGUIQ|zumlHINGQhMaHQMiU97E>Dx}=5rd1o{2b>YF
z;vJm<SnN}Ns`)K9*;IuP%@`Ts8o(-ySsn+Doq><$7!t<-1a~_sN?^*+C36@WIV-Ac
z1K`p;?$Tuvz-_iUr=TBx{6U#jFEkHg(CHNtz`gU18mMm7n9OHY*cS3*0=P`CTUdN^
z(pRu|OW4;!BkHHuS7Sazpj$4!1;F_hz|<_Zq@rYlE3@<Awd>^JD0LPXXSi4-IazE%
zUu@Fd)|K?oVv|l<B<aW!AP6jQ7e_J5UgE8>R?KTNkb`Kn?wY#fn5ti2qn5XN5dcb<
zwcYl-wsaGs7GE2q)8yIna9Y`eSZCO2riV!chJ}dfY%K(UjIxm$(_LYzvqww-)j%r0
zK$D5{f7s2k3uysXs~fN{<N)VDBEA8*&~Q3Vg5gf3n>B4pk(6sGgF)dia$XmoDLMat
zum(u<F##=qce0!Qs6*)p_D~PB8FA`*I*5+xJmTCim)|&LN|NBlOqe}=?yCT9)c9Fr
zCT@@oE(~zir6sb30WMcjn!jcqF8?byWv~|-eqBQXVa^Q9l5Uk*-Yg4j&5di|Ah}FR
zHn_|Tr~gtgT3eGd*v_SP5_^_fQeU|LKH+%ph19yRWbg^~bXE8gfkc4IVYO;eE$Zx)
zDiF;9P?M6K?$0UGyBXj57ibGR!g%w+$BqSv9s$%KuM`?fXE0LUlEDu}W_a?+rzjld
zKWUPX^C^r8xSTq9Dyh)?a@Yj6@d|2Hw=mD+w+IMv;1A4Uy!L+DC)T}Wi6u&55R(%l
zy)pBGc?IFTAYHKWfIP=Q$Kq>Pkij;)A?FOJN4mlJF>Rm*CgQ*u*ulD|3=AufD729Z
z0|F#C2p1giy>MdyT<9}N!EY{k(+V{~hBDz?wpg~~cUHVZxMS|xGSg?eWz=&?T@14V
zXwYz`Nzce49@B=w&@41Z0=NPF2OtJOQCfRRnHAWJI3NQaZd%+fWg))V*1+^tHn_zW
zRY=x1No|mkB~q|Kf@+iuLR6^~W;h2<LbQVO&d$kZ@z0q<(3X|YDu0YOq#-&+9Y;?o
z7OkB8*U>5mFAmJbrVP!B*(G?(l5XCudk^TQM-V)Dhd%ts!yL(UE4|FP%XrcOfOAHV
zATD{wh-V@O7ynl@x*H=n%^`1MDf%G#etr9^3hgirCM#A1kpl+}LI9rN6j@AyT=bTJ
z&#X=&q(MmLsJXWeO_@W2BMjOj3q_>^73=DeN7Us&RsWb{yhjdjA;x-PEGXA0<*cdX
z;QvSs7-$)}oqY1iYip`w9H`@HB)W_PxTaNuwg9{6tx-`Bp-7G0e*4WD`-1teCe7sY
zGp5XZ@%bt9G5;cD>-vdJ9d*=E6)RQ@@y#CCnGUCqP~+ni0xR%#=Vt<{tU?8bII`<^
zP>G%p)(B&ge9)hIk|&twO6lOKSmEl=&y9RezrxIU-x-KDY1{~)Bn%oga`c!n(8n>G
z899&)NT3)x^wyZK8Y~OiU}g3$!61&55}=teYbK^AhpH8mn4pIWj11kx^B2;D(s04T
z1@rw|xDfLcgTi^cBsXQtozV4p9jZ4h7f+UwaD_83Te|G6WsFUn_e}3)bl_pg4Wn<L
zzC0jtesUafMoMV0DqAu}{HuTb!yIZjix@BB+6S`)GojWaE=fEm0TZhd;QRiE?^%+d
zm1Vd|aOM{At|Z^Ng^JG~_=~mSLi8g;9a*QY3iL(9q#_0SWa~+1w`~L3l!WoiYHsVH
zbO~_(ev7TRTmsNR0|u_2*n)kfx8L4(^p4H5MR^!Qm0Tp>Z@>FinInDuO)?{@L%J_)
z+;=o#S=Ax%E<&2vs|QJ)cz1QAq9m$Li8PwKQ+~8s0FxBGM9RQ9tN9Gm-+t$9tL_n3
z4MIFf8{prFhlhanKN;Zk>nnTpG@HX(+dk{rZQ5Enky<0AKc``vzGFnEYd!MlBhNfL
zLWCU6HNB&ntW?>o2^~=D<;|==`v0CZIpb~)U6{jw0sTRnrow=3B21@F9St?X98r$C
zl1#{m&e9O$Rp<Gc_&_q(6puUh*q*(5_3rbFl?B-3nB(9bjI(ZR*&R)9uZB}`p$s)F
zr1M6Y7!DKrb+MX~^ZyUjfUd36`Oq}d+MAZ31+M*G>}!xtXM|{EkQfR&fNPR5UO*cH
zGF{vb_}0$HnGqwtupc*N-pm(Xe|Geg$unLY|NN|CDT|y0QqE98)T&jheEIT)0j^?&
z3Lqm;gLYArt+XA}pkagh$JIYpN3fbz!v+nHZ*c5!wquXAs+8bbX=~W<#D>S8(D1ml
z9d`opBzbC;*%?1K%-$!{I#PQwvY&L^2`8U${K+Src=CxSnXp5xXEKfmOTwG$p@<nB
zk_NAO&BmvmYO%A^PC50|lTT@swo}==n>B89>WL@on8v{N=n-4&m^Q3glcxMV95ijz
z*w(ypQ%j;aFgFdOKxxAd34P`n0i)BcV%#**Si+dCjkmc7UFOpfuh1Y?cue5L<BmJC
zRjV^kKizsX0^6cFqeV+++O|IP#N&?lj_gf{@s?dmmG+LT6t*_4TDNX>hCnMeKdGBr
zG;Ox`o_kTLMX^b>yg<$7JG*T=8yd%L&TM0nSNpThc8sS1WjUjF7kt6-GP}}Q>6SKa
zZSC5$J2y>q`VYeIPTTFE>d>o3EU|gxCMH0+n!+lzZR-|$x1WDbdtb*prcbj^dPkMx
ztC=Kq&RHokhHNeNDrfdnQ8g6X3kEZkzarH+<j}L)o%J8trko-|Gx|7i#>*bG{{gtS
zGTSV-WU8H$?apki@NLs}CI^K!t<PxF%I0LNGtX#!rv2%uqAZ$5R7u<EX*(lrr>D)Q
zY1uMuEn2p2*-C=}poT+UHnV1y=lAj30Isksrt`wbe9tP7wlzt|bZA}}DW>pU`LQlv
zY|5m!bd%w0&z`-lZ?5U4*0NJ+gB;%?dW{|wT`6^|<Brn~;h>&~GR$x$qa9nnK7*tF
z*r0xcW9uKoF*vpcM;~oqqbd@>W%0zca~-fjy<<$J$+n}8KI$kvy55mT9aFEKS&)b|
za>Vvpm$@^{?&`D1c7Qd{W8t1X_tc9?ZP-)}aCA*x3^Q3<xm1Mbl>GdkTmz&qZCeXJ
z<rLiZR0gboFz44_Y_|kvxn0N67hst)jx~%7(~`~FNd(ba0^lNBXVw<n;?jq!-ghwh
zg_owyUNn*bH2dYJMx>QN`fk8#0^Y*C9?HWcH^3zcu4Ya8Ney1_U<)(C=ZCQM?>6UJ
zkZ&Btf3XQzvB{?S#>v5!LSAgLDQg#IXv&ZHB#e5F-6-fi*6KJmgYXE^fWFkW+tMF8
zV<RbSv)Se%HVEvn-IiPV8RsKL$L~_~hOHPT6q5Ahl4os_)eD82ljJYwl{xClbNx&q
zDY7^fWER;*5;6s`&B-_;b8=8R>C!g8r+8dLyOF0j6Ol3UlWs)M8kn}Nx5;xB#AExd
zvh#&bDhV2S+R%H!JjusPIluXu=pU~7>3q6W=)7BempJdBa1L?Ohs)pHRV7L1x7gA?
zC+3J!K)mHv-YY-vAc#FNs?-^?50owFx%B*!IAvRym|JFqnsL(0`dOI%-*xN}!JoyO
zVoS2}T8tZil>~>F)tgJ?Wyve@a$Qen%!UK0SB5tUREp&1`4^m@re$Y7U^%Yk2gRbB
zlWPDj%@pX;wJTk{#t;3KU#+I_FM_%h>O@;^n!4LIn{UZh8vqv=2NwC&=oh+V>X_NK
z&1Na~j!&R%>$adUFwTv9nS69TuF$siwp*lzr+KrfMFj@E%&A${-uR+`zjCG1NY$vR
z(P^h)O1YL&T}i$v&hzj3vL*Ta*VRC%6Y+l#7Gll@K8rz0XVF2l_P{bfwQY?-PqBC2
zPtfM4@lWbLZQE-3kj_b1<G}4SE%8JI>w-1}x4gg7e$>dxR>>JRY0lV5b0*Jv>FKdk
zG&5-f%S>xpty;Ch1~@-;5M%X<2OP+CiaOpB8aD16H21xGnOM_XtjE47v`8`nr0608
z2BaBr1FlNz2VZs7pn(+sDP2A2Y7s>S`89AL7f0JQR#)uR%LG_Gg(+MIH&)bT49lra
z1W^~#kilK_LdP~URPVUs_8#4Ppj0XYRDPKCkEt(KA(!bCLGjKzBld-3p%(?ppm^cO
zNPc0lGC-vZ@?6zO!^#UK)3K%>98MVNZ6pQKpTfxBFqN%>vCo8C`d3rd^Nre-`OoYi
zBWi_F60Ygw3ks!YpB*v$X}+R7zMm1|-eyhcF=NImOts3D<!Ln*cKmur93h-8UF?|A
zW5#lY88gP*yfI@&Q_fDDIAPSNkpxw2M6pFkJ8+-<!~>y^oj7sQ#PJiT2U!XyO_(U6
zFW<;%Q>U3|fLJlebbLP)+k`=v7!c`k3%03Aoy#9XU=aRqn3&8lF$>I%e}4ST88gKQ
zE==rpA^WYhZIGWN;%qqsYX<SmbZOGW$*Bz4raUIxxp(~d=SiA0SM;1}yJod&LbA|8
zdnqqBmJ*pa(x}nn#*B5wHqK=Ju>$j_H&2x?dUOzs_Wrh!RM%-iZAq<)`~MszoeCYU
zdWT!keYlX^!=JXE1b+<Qi1>^f`*1k95ZM7$>$JcXXM@vEp<AodTZz*`*dZ^Ip=kWL
zOC@dmgPKW7TF$-q-fPcTcKmV2F>f7n^wH-Sqh_5wN4MzU#bR6zaJspry-hDQ#?z3<
z{uZy-P12eiSEU}5Iucc5vat218*kaXg_#0L(9WcC%MKD$S<q6iWG-Veqd-hv{pk<)
z5g143RVO|-@m8a{!dwP1Uj@ue!G&y>h*m0MrU^*IMs`&g7u}H9D6(b>rkSo^bWx{^
zZ7FV1GHYHa=9oNT;!#H&naAu3T_sKhxbYnNs}1BlC1n3?HSlm|APc2pu@BYMbOacr
z0mC2-xJZ-s6Mh-S1Z+7DVy)UioR3Rdf}hUI#9nK6AWy0lm-43*_SX+mAFWCdHetrX
zDRUNyKPfiXta*zkPhaSyWnl7r)_=f{fB_D=2|*buO7SNhW3bquNu;_t?LDUvDfx|L
zDTVqSHcWqKn3KXBfC)S(Y|}$2%v4H729G?F+(#JdGE-ebjcf^$sne%XrV+>VZW{*G
zuzvli)28BS7@8GPg`i^DgC>bJW<c=bi!Yvd{PC1Iy1Aa4nDgw}K!I}z8e9?Mgaxd0
zd{l%Y5u1xV1+z+R^LtUAmc6x{X9$l4Q@`2r81>li<}XaH3)~?r!~!&RaPl4XnwdqG
z3F8I9|A8k7=e<{6OKyG~D)@f<^|McDjUWpEty1BjWD|P-{mjE+Ip+#?JT%EIW93TD
zgub9PG$Ue((K3u+u|m&@(O%`VE13?!f5REXrh6H0!z|--_I_tvN+!HdKV_Mc9RKZ$
zFPN@a>s+l`sWMDaEi|Hja>eJz$h#wqeGW|J=Duj&oU4~za;cHLIw2tQP;@3E_%hLd
zo+h24G#%TqOAv}^0JF%{58QXZGs=KQ0WA7cP?Ep>jmb<&+@khC40+Ia12Ml!C6~;+
za-7xz$kM7T{nMKEL7H#QJSTCUl++ym8OiK%?k-WW;d0|kso`WQ&6Wl*zhK$&Wo{IO
z14byop1ba@lg2DjNLOq!dMuLMV%8dEou;C7d0#N$>uYx$kP;w|h0_7WsikQ`LW2;0
zxLeQ@f(yO42sc<iz+n#bI3n8_mOvH{<qpaIX6P0D#$G>q;K4K&6FW$cpi75_zMVZ)
zEn+y!i%WOZE2DEd!^9>k9ApG=kSKMQz4tL#yhW_<Yp*qcl&-t}I=&?mm$1Qu2fM{!
zMtfF)hBQ1T2VXN7dg}Y82Jkkq&+xN**Y4d1UVU}bCQa!~G(7YAFf<9kNqCyK#%-{&
z_4AyPtN%SUpcQG`xrHl#s88m6NL#SUSM%*c;p{uYAeW>-E(DUF1?r1zb_}xY%NKlo
z_XeWHEpiA@(*ZSxBJDx%Tf0bk+2VlLnPu%APo4GB)R`|$oHn0ti3nX&r@iPT=lCM@
z#r}jo&f^9tB-cR)<p5`jw*W`Gl@Xf0Jganc1pDhU&#ugg@&>Mw(x4=(rDWhKWfI#U
zT}J!_ed-s0cvk{M$-vkE&sh9e;Y2e141g2L$>>mQlLVCa-wzFW&4Crj1vDX@L=F&o
zi0%dK)~kCYkYa@oZ)(IU1bFH7&p!LCfxTl|V5&uZR?p?-Lh6y5t9<Y<Mreh1WiFP_
zJM-9Mk3w7AgN6sJyuP>~ya~YvgT-d&y)ci=1R|Zm`l?q-ZY`9q$2Dlc)j<w`Qp#X$
zB|hvJB6I)4+C}N48rnZIKE7n_o@{wIZZF^uv&Y`K0xA-hLO(^>QU(iR(qZ0p=N$mW
zRlthj!$FSs3WM7(U$)%sJTcfD0UX^diOj5Rk9Hn0WPw3&1iex@4|K%02SDmX9V#}!
zaTR?ati7M^l|KNTFkw7gChiGpEyN}43w#GCih&rJcaa>(s!BHHjd!JRkvwXQ4Wgc7
zuhP7TcZ^|!1D{MKs3^7MdnKpIImtaTPtJ3x%ywyExHTk+#)psqjUkP?Xn0J0pN|*|
z<~SW+*7>pyf;6rp6+t&YVG}cS(<V*0RGD$6*@&$=Yt9@E$q-A*1V_J;13w24Q!L4k
zB9y8|b~GZ<uLZco2hM5FHPJBAs6alzM$6aT^s?wjS;x9cZ_?w8Aqi2wvL<RU!<42U
zfhUyEhohqu9*@T1ZqfTH9(Z6FvXf|k#TEJ_g$un9{Vn!lEUk+4eK&Hyq;w5glBu*s
zix%WZo|d`SC23I-{KT7HA&^&x4s;Prb%3pHyLLIiVS^YQmO@M@mf@6~{O_p&pSXx~
zzUS%<S{<AMJ)jCg*#~kt6X-_a+$u{B@`O@?S!mpXSSAVcGSq`>uG;$vG^H5n=~hKv
zR*@8}$jP;T;u1JjoF}hwm=v@Gz)hR|%ETE7-AtWY`>tZogaOWr05~p`g#oVofd`b?
zzLe1^FoIUuxbONL+PEU?LHd`DkKN&QX^8%zL3%pCTAd`@8Be-h3S2V_Kysez7r?4;
zzyUA<vn7s+a57}jVA?&Hiylk#juOu47O*v9_;51>!m>cf;)*~M7u<%R5ya-MVm^E_
zp%~9{OKvf6&<$4DZ-4%mCcznp!#HF?k3GUT=dogn(1Ng#TWqNSm@qga8+x4}216hf
zn+@3F%4m2@B5T#6<p--iz@@R@01@;g8kj3v#A<_I1ha^-v>8u4G$BH8`^eeejj+R8
zlZL26VGvk>6xP`!8M*3~e7+kRm<xsofWmEY9F?<@aFyYlnWI}|&ZiNj!b2`+IO+Z#
z!2Mw_42pmWr(mC}c}aXYGL%d#+eU5?i(W}s?kMRjKJIf!AvwB5<tSTVqGNLah1wwW
zS?oq2G7Z($OxVg6V#{7Iz|QExRh0ndypC7P6Bv~Uq24YAIV5Pwal*TVc)yrLK>Mly
z+=tWv=1*gMddrq!L|X^GCG$a%q*vnJ=6b^pnULdJHE(IHI?$#qfio#!E|AWiaA)|Z
zfgN1E`frfn!q0?^lpHB{+kK~Pci?8s6<HTE=u$sXIrb#SA%h2lv;O`1vx4a_U<(Qp
z+(03El@mjS7%eyh<8Hs>4ibI54r!f_5D5-o(WXQLR+FlfI>n2FGp0wfoAzlmcx2rp
z;3mXJFXfZqKpvP2;A6SqkHqN<rxVfyi^CU#Z5q}V%WX<d{#Vxk_$V^8Fp?pi!8ND^
zp?o0N6p$ovTws|!2yn^y0I$F=$4<uR1%U$q=VaiQE(6hI?k9Tk{@QOxHc=jAc*WXR
zi<|)#I(~j~&iprLyzm;I$#D~B&zSq#v{{QLOkd>chGdmz5(md0e>`X_tfHi-6bF(P
zg0WCP0&uz#j9VMvJZ@bHgfWCAcv}N-Iw`cWC!q0HHfn_tI;^mb@Iq~fG)tz2hWJ}#
z3s3-}Zit_-#Kj1fyTX;-uY_3u4j=~Nqo+Xg&}6|GHHrpOyxb7?s1tQ(iYDl0z@HbG
zCNqRM%16@yI6}m{Kdg-KNYx48Fy5fYMcpfa7oN<D6utpOErtv*gX<D2h)Y4N{LWxI
zm<iCQeMPS@jB)rjCNC45KQBor+`I_6i4AefEG`F_W0S)Fp&J5F74#4jaKIqq9{nBh
zO*JY!D;VYHisebNQx!oBjFdb8jz7O9tIX)B@|;w*0Lr{101o82#Vb(Br3fMAEAVxB
z=%EKqY4=<y2RQhsY|z#dIrEdR@m|HYc0&lB>p?d!YXAV&^GC0JkRe-9bPIsfFeG(u
z9HO+|T@56FD_zDq6qk4D0>U;N;1FX4ojP{H<Wn2ip%hnM`R4%VK+5Gf<0x(8$isQ7
zZcl|v8j4<@?{)lQ6IPQa+=K294AG5yV(V6|pZfDt295c*%PYk43gC&EfHD&r`g|t)
z)2Qf=I#*5>2O1buqO@eumTi*wO6|z3HuUz}$!o?ZMd)=>5H|3tfr63B+-69_v`!w(
z@T~yg;F<*BWP+O=b>tCNywbD0W&j+F!vk?kXE2t~4i#ZFB|rZwYCu&N#x(;BZ49gc
zBVQzt%Rym8165E-0&2jkY15`HTeftNH`-{W+A|<SgAzUx_Sav22z&C$CsRmb<Ljr4
ztI-tkF$X#QqNVT6nD^Sm=?kXLT4Y(Ask2_3wQvbn4+MMza<UCPz%C9y{O}OpLV}~8
z6rqbyptJYu-`{GSYbz&n364?)ng9+721Oz$K_v=Iy$?PX0XX<YBJ19@8=;1B62N(o
zNm96nYLVQV0~}6b%n1<5S;C~pD4hgnV(hr_<EV^W%>m8`meMkeaU-7_#Sa84Kuoj&
zSjmlH^k`C8)G8?PGcfM8*I(ms&MOi<77ZMUWA<c2j5_G?S;7LLPna#%5uSTy-I7);
zkV@oHjrbvG$Um7g7&wd*u_{@JvZbZPqp&8mVY!s^c6bp#?LCfBg#RZdL!wmL01-%G
zcoUh!AZ!X(Co~a(jMCL1Vk;S$H0Qho1cO+He!2w)xk}zNJfIU3kC)v`4l!38_Ms=+
z!n+*c_<3x#>1Lcv02~Pp)(61lUk5LBCRDiI%lflGoFkugV+o#K2mE<W38qT~6Uq0I
zT$Ow>=i{OFkrY*#)t+IAYA0w&j-^01Unjv^mH-?LG9@s{RHa!^;Ixwq!cqQOfWy6c
zI;l)3Y1W1jRAKQg2ROqj&1}lFX_kKy`;^~~QLIj#qnm@AQ4~4I(aizQ!zIM3tiB*E
zBKLmT>NWb5w>C72JrJiYVM1f<u2rpig5Z7jrB3W}c^93Fu%=*Yh5{F*17keFNdO`@
zlF&Lb##O6Sh2s`wCVE{-GuE`UXM1O0*^q0mHM@j|Bz209$T--$cW?Sk*e5v%bPIsv
z)nX~4ownaj95xah<_X;*g$RK86lS>_$cswIer*jjY0@OW#b?r}z>p6Cs(c722Gk_r
z<zyfo0^iG32ne>KL29MCf1cI)53p#h-S;JufIrEZ_1{wXst4i5#_gJG;q$XzTs;4!
zWm9J_GRJN9g2l{j*6f}+@Ab)ZUkb7fFJaJ!I@CLw(=7xgbjtzG3^=w7UXDUgCWG45
z$);v(DF|K;b_6<I#?}7)`%`hS7bGLxRZP$+o{6y~ky8rqlrVw^*co6vH)@oLPM}9u
zwXvQwI<?Wr(W60|N+ac|G5wTtBh!Op)^>c1BN++K1ROBLSrH&&2!y+^iBKZ>iTOZJ
zq88T{i=`UAX5wCt7v|3!F?<9p4)`Ou!D2tde*gzI#gC(luFcZ`Dgi#|h84&P(s{Zw
zX+Loyla&SFLW{^@L*X!aG)zK1S#V<<SeiF?o~*EIjF*(^ea~pw(w9YpvHQy8I4N+@
zfioOJ`t|9<Gn_dI-&^$Z%diO$zy&}MqMT!RXV2^fC&F|{muLw*5}fnO6M_|(2uK2m
zZh>O0nxC#1MlTiiKahnEG$Tb5h-vRed(VQ5vE~kd+hXHQOyY;IN|NE#8}SIw3h=V$
zc_L^DfFL0P{lEX??^ty9e*cVBqBfG%jTtga-d9S@c}@y#En&P8#yeyBbd{+NU2-55
zzN)qn_#BdNq%a(c;)}qhW9l6p(Yk&Wz*$TUWT<xNPbe1Cn2g5dNpp&%nQ36@?};aj
znKcjQ^HRT0m1!0MAr7y|F|G)%<v)X;#2%9&4dF6$eI|a^s9aT>*E?Vw4WSODXGsoX
zi2>dwCW>mMS~ba$Pk`Qm(wyuNwUVrL#T8JD`=t)+QX0u*n?ep8bd@s(;k+Z0H)NJn
zky`+qP(=731Ka`oCXX*1(xZV|Tn%Z?u?IN`@8qDf?77=+C`08Hd==ZoNO71Veg%bD
zS;_IgSOZuhSjjU{)gg!lirGUn3ABY$(HSW~4W-tY-&^>ABqA$zE7RX32ik}SX=d79
zVag3W21(j8CV<s^^2tZEHAQZG<BiwnE?hci;hPo+7(ZqH?D>o5Em}Tl=EBJ{7S3Jp
z=KOiff?jmSA~$Zx&#*!^Z{D29_6rHFMm3SC033g5#xid$4ZC|7_2S+4-YsAPKWPiX
ziJu^G`O?{mQ4%>Tt-C3u<>35fhj_wMDYi+9Y4Y^bHcZ0}#(v?(9K+F;&03I-AP$QI
z_i@r7u@L$^KVbqR*_3HhpB_G(-GO+es~ThTCdd8ox8R5DahPHZ>FpQ2@=B);9dL5K
zi1t?dc<b#IF&++N5#$7Rq`)SmjAhH{;@JA-tj`M3K%j$SSbbvSOP6M`O_IbU39v|@
zHZP#mw%f~`m!{=71;Tpw-Id8L&?bG5mWLx8+5i2^f521&X=S!Q>G%`awgm0~b2L$r
zl2;^w=kw3GGV)+N^@I~)mTIA2nld@bo4|tfBqe{yuLV0viNeq&@JcnOB*af@I%kM!
z-~GVZ<a;VjiB&GG*7m~>F2SrrYSv_Aq3PmtPONe=(fs&hqW3RLDJDtgpD9X|1<+H3
zlP$Kgwk%=~ji+1pO-ZD5@a303{`3>y$3O>z5c9Y_(d&3(ICFmXc^0lDi&)~_z5FMc
zPbf(<xx#$%$?A_k=198w<JBLoPVOrf9#YS$G}UUBR=)S1O{hwy!?#%pg${c=33^sx
zaJ%&;w%_{qth(N=Zk;+<vA+4M0FKbrqh|^&q79H@u=?AE-e&p01gx`WS#(hQoCZ~A
zOyht%dCFuEZQ{I1o!TU&sL6M~7T}C66*4(eX4BA&4a{UQy(D#;C!e%2$%!DOU+H5w
z%%6u3C+=~BIbgqi^&M(~yN2DRE2bqH?==}EB`#bvCI*(w-u%F*TeWJhlP0sAaRyIl
zwsXRrzcl^krkj8%*RjDv2H!e#s0sUq2O6G{RsDKL8?XX07CPm`6~Pv6DPfOr8Pf4?
z;$&qO6<<oO30NroBr*bm0&EBiDxvwcHK6A6TZ|>77+u7kcMx3j72-?zBIGrn4_RSA
zj2y&f1Ys!2AbFm@>HtHKsJQKoRCPnW`O}X-{^KW~h(5ortQNoi-mFD$&UtC+)Y-3$
zn>=Uq_?Zh{UjE{1ZwsN!lVrvVuP=OU#qg(Jh}&OyVXn;AmDPrvZ`iP*C32)pfXk){
zRH;ft!UNgG7zl)8YTCGos32);(nPqAY-^@dN8ArTo##0$T1fMzO`11p*0Q-sAX%)5
zmMQK;1fWPEDO$B6xQT{AD8NRH6+Osikm;w%I4O`tE3rOO1dp_x*`_TwErCE<w5;qF
z>l*C4pW!Q(qIVO;v+c|_twjsT0%){tmqKcsb++&hyX~BmEr`8{{986_ejWz&AMMXQ
zr~Ucu&prR#bNsYjaL##cTDJiZ3V>MtR6s}7Io#mf*d^O8NQ)*5YjME^9WJ;~gh{HT
z-~;Z$J@(yeZ-GGsiWHJYH0Fytb-L6l=h<dCW;QP`$gWZTfRs7*>oqSIN<LfVoYQ`1
z+ofsW#k8nPF5#_>wHjc=Yx1S^(5{^^n$BH1Uw%cQt=kn>h%rLe@OC6bd`ae-tn+5W
zW!n{Q@d(+<Uy%r>VU$6SLz+u<NvDgtbq#v^*t&GRybA^L=`CAebn*wy%I{bmq7hcU
zV9N?)Zk4CVC$wkk#QOqhHmr*~5fwVwF6wxZ0%Rpgg-P4RX|3wC1iZ~!@M%T(v@Sd?
zYpUn-)28w}oOk|37pm2?6)Yv+p+lz&)8<2Tyx>BW<2(-&uOnixqOxZhm|?#;z!{WA
za)zDFhf3zQU#5<o()ylecphA%h6W%X?O~5yceRuZONQBMYc@e$Y;Am2PW#%S%13|V
z@h1?Aw68Ufx&S{}JAnq=MnV~>{n_m;Ucb*CsSC(WJ&Wz5`{+|?YocdmovU$UKY1M^
zP`w(G&#i>u__R|_X>#gmjna0ijn{`Wacroj%b>SKIqMvH=qUi{gcDCX!TtorKJj?R
z$2%4mMV>KwR1)CD<<dBT+oTaAl`=hpM1+TrUZGd--lCwC+Ge{twGZ=NsdpDj_$uaO
z=(`~-sDx%iYQShMCsW~pXrXV^UIN;nl{1p78kl{4i-Ts(njKoJ79~>Qla4cxx-pyC
z^Rr<a&$va4ekO3G!RMOfr<0k}T#9uM)QV)X_D^Ilz4+d|m*1E<ck!GT7gILQp7%Pl
zn(1s)X1uiU)fF$l@$TG(OOl7=^aXR~Em`o=vNsmLmgnPk(qI1bw;c=}I<$7}+6NtU
z&_4k#ljio`eNX5>h+|LLeB({U4B;rgX4_c25n(|@`LMT{uEk9YPm2u;We?hPqm67E
zuVX`CoKF)1eWC+8AmHq@?RMrC75gq+3K`%?OtEo(pbDcP@{`Y-y{j~7aj)mfhiGGS
zKzUVcp7}}hp2SE|D$e|}b^H1g%7RV(Y~n@Nmp0#M69rKI*w#myT}xzH#28w~|1|K2
z`Zt>(g}>PJcPw{nXP!UTr-Xnwn3B7taCnoo?{Y?lxMF;r)EIW&rC74UCs`zA9{#07
zo4l5kp)lEcj@7*Sj~i3Cl`Xbh4{_m3TA-o^Fj1`&J#z8Qp!aeXB&WJ`0YI1l5hEqG
z2+`28)HaQzTAK<d-WqvIK3*BP7gM2Yp6b&W=b%(GB43HtXu5Zvx!l;L&RjE9$VklM
zI08Tu^c2kW*8sS7XSHK53$amF@XKe4z7u-|ShH>H`%*^~^s?<zM4;_7!;LrDe52Gu
zv#lU-kXR^|hY<fQK3~4qH+>`R>KEH)TWFuZ-+U{Y(&&$Ywp5Ykz5zI_rbxnIT?!`_
z?v%X7y=dSYjb)N6+P7CvC1$uajpbkZ-&ic}Cl^yQl95%lJq;vileA?GPt9w~2!LJw
zJcgvYb?Z6_EPTW{=5MZAWmYOBNqp0s^4A`?eZl+>=PzBdVE&4^FD~WuIOoMTthGIB
z{_C^nFPSuBfw2G2jGkgm(&=+vUhv9W;Ox~UAIy7c+4#wG$4{L{Cpl}uYcI@SGXK^0
zt{TuUfBKvmGh(%v{LF7V2m_p23IkjYaMYFbJbUf22WBY7xPh55fi1~XCPA3ZXEbXn
zL^}}@$x3ILRzb=$<TLy;u(TO8k`&Hv(~d{_d5jY05SPx)MziN#kWBFx7~QhRJ5IqH
zcitt(xEMg1lqxu35`wZJy-~eEJ|0B?2@#2uWbp5~!tv>eA$EDLp}S~)d>XCq+@*6D
zAwIfvzKn2j`DG-IB$5b>-a`QQ?%gd>EcAoO4?XFmdR&<%vUcz8YWHs0rS9E(_w3on
z>LR`R^y|~RZ*L>nzWw|5>z@L)^c&E(f4@F``}FG7r<Y4<V=`kb;a0(FlD2^ZQ^1yi
zgKSJu0=Qhoio%l8e*nvf8Fo%u$UALAhFqJrYi!qDbB$?G7RYuU0gF;>Lk17I;kxUx
z?Rtio*sO+-Z`TgFc1=Fq1gy7yJ*^Wj{hM#R8S(KA8v2f;Dz#*TZUR<Z)S=_`*Inmv
zH(YnU75<8BZl}ExnudIbf#dVR!!b!!BrLOR<LP;M<fDY%MM+3%l)b)12%#S8v-*j{
zr+3U~3SOUGH_W??wu7!7a`n|J`N-OJG>NRhsVzCC)XnP6Zoq(kX?GQOd0XH91BB7Z
z*0lCH2#f|ufl40D7b4B`>d?VTqrgi`KJ?&&D;`*(S>vY3lFUdfu`H*@UQIEm&Ib(~
zWP*^_)R?`pNnV~#XeAMcl*)rpqq1>!q7fz6b3{=^8leJf^M}<s1dRYctYE28Nm+~$
zSm0-;3p=9WOx3(uGtwdmfN?mI$i_z>QLpSyJ4Hnu+n~PQLC=sW9QeY~FImq{h|#mD
zCdiM`AE_+hGpJ^XOMNrzq;WDd8^l1fHq^X2@ly8QOHcx#R>fHrMm5`7uxqz4{%@8x
zbL(Jw2yq6Vz`tL={;Y~>C=AwNzh)5Eoxz{_HJJJT+ItVUtgdYD|Nig&{NMNe+;{Fw
zX40G_Q<F(DJ()>jV(*RK1w{~0kgg&iMT(#l0Z|0Oh6TG~uM`zfkfMUUMpGuew@L0D
z-tRu^c@B>cXiUb5V$O1V*k?ccoU_k5d#~SKd#}AVxAkPM2dS&+Z~|}$7UUAI`R$~W
zag}gDhc=`p1CK(W8@d>{CR1zzcG6$c`Npgn#_G)WFwW1^jGo?Qr19vr`nF3)j$Ljz
ze(Ff`nc9}qM~<GVKX&Fw^U1@Y)zQ;+O8Gj&@d)^J^i*x*Y4B@z1^899ZSO&C@6pEE
zhLerQFCIU0t@Z3H1kuizO53)(X5WEE_HL_dK6AMF?2(r982{H_xolOE_uhNExmiK3
zRr<F+l?gaz5^>4J1e^|VoHD(RAD#jI`(f_L>>E_V(Ej4ZxKm&a8>|xt=0rGUHf`~e
z#ez+U1xAW+(?k<cGYHJZF#)H|zA;U&rr<Vj-c-Jc<3|3LmovH6=f#&E)%+*W20=Q+
z1!5Ds4(8zS=!7W<gcSkP{SYg)tE#KT_JbKT<SiXq9!=xrxhx9cSFG%qm1Eunvjm1#
zAg1a_RI7!>9IvT~2{=ZKTaKZLA3t`SO$L~aQ^fEK#Apn*6A*?LVo-s32GekALJqp1
z>=y~jGXAn!PtAYK4we6nt5-1y;Xmg0{Ac1wO(4C-ZUc&#kAs+)d*e;jeNqdyAsGQs
zPC?#zSN!O|&;A3<$(iVVZEg;~B{G@CtQLe%66_dtVhXH-WUlVB&p!F=Q%p)e{OCip
z0|YfJVn7(ph)y82i2Tf@;q#;;XcKBOr}puu%I66-99S}_3xEAMhB_P8ttXM<sOPF>
zYM)RDy*#RTAAZP=0OVmBmi%1B2jz%<jfE=qnY`;;@4UsE%3HIn00wBhP##WT6jO6B
znc-7Vn8_ocnSp51;UqI|a9IV7;mnW{FrLJKlMh0KZ!xf6-yT0vyDi`~njR5dIK%>S
zxPRZiX!i<<9({~STLxjIdemwrElk~FvO+pXHcrAjH_9M@1zZwuJK07$#F`NZyGmx?
zsAjk-W73!9C@h6T!o#Ki`@jAV=tj0ps)8#bB7145Iq0=(L5G>CGf~i<_|>l%^EPR4
z7*fW>I6F82D1ZwHxN-AF8V-YdkeFA|nwWr7jc%DDJex50t(`7q(hWI=?H1ll#Ey&a
zTc8ZP3UE2Z{MsL$Qq$HH?}=Zi0U0(KCnr8kl!aJsE|YYu{NY4R!)b<Ls9`XQuf~Wp
zYhbY+gMo-y2D{J^Ae05v0eFiKFUEnvP_)94!$$zah+l*)N6AJ9<6BE7<3b(UFyN;b
z1Xtlaod=)|g3p{vBE!WxyLRr}QCfOVKedcBT)KF;>12KLX^^X~;S_PSts{-6tLske
zRW7g&?%Y=g9@W&h)is@NICi1A_42V(S6k1%+IH^swsWs4*gEqH_;u{`)s~Ylqlncs
zwC&Tpi=d;G@2Cdvstz4H+>H9Bfb7swh9%F|E4Vz<P=B4Zq?8IlffU3DfhuiT&f6RB
zuX*SK-5{BR<H%x9mUuH!K{LU$fPN@#PzVz&)g6szvLX>Pt*opp2076Me*RN66GXeX
z|G$1j8(6(|4b6u}MBh({=0kol!o=iR%qelj#b^>5AIL~xP65jkfRE<Pq&YgZYNv&?
zR7G+L&6!q@Wd)drDu>|Wp#&lregJ9A&nqM~3mNVPVPJ{9H-vo)at7M5W5-U7=$Z;)
z&;spc<8X}xSUa$_QlTpZ_$s%J8X@sS`XMACfE5zqX$h|;gw-$>m~GUEZWRR1LclFj
z_gIT&U#J~GUKSWA<kd)_Z>tG^1%g3gAq|R62N2nc0LtDk^knD>7Qta`MOZ5V#NdF8
z`<QQk-BY+1cLuLp+ggDbJ}Vc}kpKh08VW{9C@KY(!kdmwO=7(R*25O^12hCQI8c=@
z_0GHRzz1HPE{DkrNu2^1opq`&a`-TPf&qQ{;*pyr7(fh8Lg+uhWU|3>K8JiAz7)Mv
zh;Jt;bUm0X16V074o0ZG0&wVChywaQC?<dr4&wN-`q!7rz>$hUwV?>8=Zt9svJ9c)
zzmXDR*+}<{t{PPf;&kom)oaSuPz|XMBZdtJ5G6kol+-F3EEO0Gf{4=(gs9J)u3f+G
z=_j6e?4ceEP_n)Vi~}sdVorHk#wXbbm`j-8(3S<T?o%0p<m4!?K^*bCN;{(IY04q$
zp=yb!o+zZ!%9I+Kh8s&o3_AdJwxewHuMdWz5Mm6?<uqi}TQn>+w4$wXVEmT5#V5r7
z>St=s8dzk_CSw((i}56I1`!AHC^HfmQ80MmV5Sw&j(Hd4ErM4_a1dbyOy6FSb<f{T
z#@2XEv=1HHFdYHc06W;rk<|gHZ+yfXapU~C*Beiq1E=bmFjG8JU3+X_Rm0A`wM>LH
zwq63Q+RnX(T?f`3XkL4(>bLK%*}11?``(&;)kmxAjvr|{UEg#Dt*xf%)Dbke##42T
zrw=!st!ZEo@+8n!+jRD5%b6oh=Njry96WKY_Rv89>qdnkonH|YNFG3qICPWDx9cZb
zj5sjS0S@);55NEYFCKa9=Z`)%GfnvjqM4wAi6lXoXhKD8-i?T$^)Vzx%VjJPTtkG?
zQDlN3E@nE7lz|{50NNIafE++N$tG@?J0eLyE`G&*9?Au+2}#K1%qa{TG>8=hpcvAC
zOAv|39F9Vu1A-0-Q&v{SZP{c8Da3^YBpc&Mn748BF5ygMnqV1kp`n=qGsGQ)<b;%x
zs1XH*6qaf9t%2-16ax}KF*ANC2s4ugUncw#d;wx~<PyvhU6P|xCpAK+)Cuw4nXoWK
zUt~;7`s7G{W*AvHjwZ!@P?}JnsBe};BKP4}RL;huO^8GRIDBJb%*x$>MRX`4<g_I6
zqfGHqsIFC&ReTp6;Fwdx@(16Qpc`)rbfV#Mgiv?^M2=j`$3@R3&R`>#gNziLEeR<M
zKLIo_Q}i`dHb~x=2pr`*qGB_G&72*o-_LqHg3ykLj6j3K#|UGIk367|`jLlv;NY6i
zD%Dsj1Kk|z21K<1Ng2Ea;CMRkj`;+Yc9T-Y6j8N6I*1kl-mPYBW<`Z&Py0gvjzygq
zQ&FX;y3}n^yR487g^s~ecDO)MQlpg0-b5Kv;sFcCGL(=$9?gpSPrnfY=^%_cgmAV%
z!=aW^SE<0%Tc8<4qn)a8SB;1Rb|779YAUzFsS+9%pPumWkAE_1#PHm_Tm&Oa0Hm2n
z_m9_6Gn7$LscC7tX$lKlz%nv(gc$Y3qLL{&NB|DJ^Yk3e{b3hgFihB{{gDA!B-O}~
zBX5_yy65jhwUKvZ+6ZU^!ssV(6lfz3YtfGB6m<rOmUFK*pSV)j(1xY`!6PVT4Y=HI
zX}heC7VfP)vUTTy-4%6}2b&K!ovLd(Q_qm&v2%xyGIw^d@#x9g%NI6pI#pY9;9K(<
zWu&bQ8K4YQK(gcQ?VOR=xwPN<5x01ubQ0(Z;ITw3OhkhN;ApA{7KRyVU-a}4TokWM
zLhLX<PD93Oi!L`PLks=+Bad()Eeko&<yDf1Mn-2iX~qm1J55gj4lRsr$Z$tlR9M7F
z+l?-#CxG0bb^rC5KljiK-naus@^p6hS5^wZN#mtk4j}{}B$%$UiF{M~nnnuYG>k)Z
zKsv@D388-y<B;k)%xMtUHOvXdaRfmilX}((<^VecJ|q|?M;+#fAolem0LS3oAK1b`
zTN=#dCZZeR$e1Yupf_UghuQ*dzB{TWYK0l#egI?8;JE*dE+m~|Gm6NNAN?GeT4g#6
zLkPV6(|Mzpa+A*rXo4>k*xt?_55~w$ip|216Rm2wHyxXsJeRd~bQYL71>n?$4?e`a
z8@d|+hjAmi2DhS)p=yCl*!fcvr~?3;R0-+^HH12YmX5VOg{MY=HGg>ecT^J61>FST
zKsNz6bQ7u#7NKl}M5{s04<9m=dr~=R6p$6VF_;LNu-Wc^{{R2m+0mI&fo`J2CB!GN
z2?DI<Cdo-j^bhfVEC46aMuP(Bz$_}K6(1NYz^@3{2fl%BI=}&Z46rcc{K!Kle?e*(
z|Ig3Rtp%;<B3j*tTFP`A<1B1H$M_`8nIp69SWALypqmbGpc@2ZG5ZY-4My>Nw8z6t
zEQ;|1LYR>>gs_<K0r$5kl)mTL(4>U}@J+f3Xl-a}5R7G_l}Wb|BZli-+Elq8Y+|t(
z>&U>eebx22YGnM7fkeg+*;ZzMRYTPwR!pD4+f{wz`KGqBRV`Qe==vRQ5+NI~#JXIX
zt<0iW9>t=vrKOQ<R7;M~P44#H|1@;yP#)T^Uq1j&Cg23%IAvxZO$y8cc>y>Y6g_<U
z>c}6RNI}x_YV;eK1)$Z42<6DMJ5`!-m8DCTA`f8;YJw$~xC!^9!7>?#y^4%6B76`j
zjBBws2=avK1Ym#}87}8qAx3LSL1-gh=t(1~e)-s=G%hYgGVo}6)W|Ek+g4+ef^n*k
zu3=nfB@UDmfD<K7FiuzE1mjTRAS5t^u!Uqa^413=!DS(Vxz4Jb6~^f>XQj&BNTCDl
zERl{=HAi^)@{^A%Sq+z9GTnfK2Mz#m=uKb^Gj5i|0ypO7P^?a!JjJ)GZ>WFZM?aQN
zg9cYov7gm_Ko~QGmRIR<J{G+<^gB4iuoxeOYpG5s*K8(BH2|kj!PE@i^+XC&c-)yG
zOO!j@&iv><)gBOxlCcEi=uy=}fcYqEWD}CPKRHq>_!WS|L<enAOjE{qjX{h9aLfcD
zi+}yIUjVpNu;PWq%+691tkgFEj(S2(pk_V#P!9@E)nZbN(QVR!HX&VoL*)S@xCx#O
zFy&?18WjvjE)0T;`qmlXn9-(YVjP8uBhy=$QwqS*C&yxm8Dt&@!_hr~PH@c%;79?*
zXj$-q?gvC?fR;#mVVDIh6M(ZEt5l<x85#K8!=;Zj6WrHeodYrBKs|)p)C7pTF@TTJ
z2y5REun+%OEwuyS*fR*Dsv7|u{bWWg86u$PfNcy~n?6d30s`ryZQs3!>qbwc8c1pB
z7@(#>uo11z&CLTIIyl%58#?I6_bEGMaO6N;8xv=>^=<pA8!Bs>TiRa6oTH)T+|GS9
zd#jHgtUFfUq6|4|8_qPp`bw8f;3k-JC?!j?{J)!Vs>|}<Vj{1J!Q>zQ@CO;6Q~>u3
zgYJJsC;@OG!6CVMd5mK)%+45vvOJ7aTV|+1dX0$CMFgjqXro~w5a{wfcpuJJZRxnm
z#KEjI<<f*E1`a~BL0TxpgaWezNQ}V)2Qm=Eg*;S13eB!;%^HS1fmb1!eUk||L<9tY
zZr#4UaKQq4+6;=)auMLad+I5q7Bl<Ymi{&o2zde_0krwI8&1Gkj#!$&P8+k-^tl@<
zbb@y}*nLyHLugy#9n!`U@<0mn_@&stDD+dRokn;s>8#>`gMxi>Bm<K0+}ZQUG(M03
z9QrbIgbV|oIIeDMzMp9_PCetq3Ar;c$BY;Xg#a8EGDOLR6bzC%ILd4W?Pk$ZNkPS9
zij6@4J}6%YxS<cj3QACw?HCw@l-Wu05D})yJRDsGPQgdrt0WKu#?{r<fsFJk=ohK6
zIgRL$hyu=0J|7dASX!_ugeUTJYyz>J1>m6Qm{{PF@&L8W7c=Nhm0(;FP=mlPsU9Q}
z$GQn#!7*N(`!JVA9!48PYXjFz({P#{2z6}1f&%nhxda_q>_e!cXkn1dzEPi{;^Ja<
z7GzIDZ1P`v{slB3BpXT-LJW)D0e$<?N#j;b{H-i2qm9skq<ztph(l;z*k93_n1iDU
zYHd-OYJyfIf@`!jnS<lV931K%?KdYc@5L8hK&6!m0A}%AGBdiUZSKaRL$zd&BN`=%
z+!niId3{WM{`%}QjM6YB$x=;pRT-TGwzvrs6U^e_F=ptHAxy(z9s|H3qDA}Qh~6Pe
zoB?w;lF3Lj(S6_>Bx|%8SOeWyfH`#N;QsykxVyQY|J%pM&tBVK-LzA4st>54so}|r
z`7%Z$(a{b!pFY}p<;3wftR9q?o88*l{_eYP(oT7hJj*K2y?RQme){RB_3=rdO^r|f
z?zarQGaXM;qQ?j%N#mlGsm%lCDjx_8o<JZJM>??#%_9a8W#AMYIfm)!<$_JjBVb(#
zN$aMiOOvN(Te@Nef&%kOoVy~yXnI^u<d47o9V3a%Qy@dQ2?Sbkv;-`q5U1=+g9#-&
z?C?+mf(Q#|WUM|2N!QvEwvdPW&_E!BWR>#4#nd44f{Z_cQw&0WtzL#?hLE%nqmDA{
zXo*mk@FdvOfgmR}JQ7XpdIijKj1g#11T1NUvLl4jDkK^i?mIvM6RF;J2Z2gDk&3c|
z(cvQxD}4kGBeAiHY-?>pbG!QTRr>z`mWf_bW}nLXQzIUPHrL$L46bn@9|({-bnp;~
z6p2S%xvHMeBg{oorx-F)a1?D`9P1P`CcRc*>W|STzsmcbv2aicDhp!(R``Z}CKf3&
z3r2zI|J2sh@t~&WrWSBjgH!=i^%WXT4l2P)Si~e5%OM#Qr9QBD8RbI3TTl=}n;}G)
zz^_<W;Q55E3mQ8AsSi{N>IM~rzD;FSCEpiCjM2O&*;C*L|202<UPEIez^6kYH4viX
z1iAsQ^rFy@<Yn<Exn#-WJ^S`5Lln&%g$M%+G!vAv6)Tq0$HKyq+p>(BrRBOIWmNPu
z+$Ml-w1S?`J&)BTt%gorAzpG8E~Kr|pg7KF2Ckrh6Q$e{wCOnkK@I(sFLXMPG}}zI
z3Pf%6R<d|8qVnONs3AwbBR&KWp4<fZQy^%@!DNjXjfA)g%Udvxmts9E5XQd7xafkP
z+B6+Y3bpw-&FeC}9p~+X(KULa(%HOOqo4?Jtxv;=!S=l>NWb-a>5BxNoSc9*n8v4Z
zadWe^wHZ2e2p&mt^NX5Wui!`@{~pb)myVsh!rC!bNgp_TqQ3ETL-W~&)7Pw?o|}uq
zdDQyv&XB{Z0C&SFgSr$0CoPr}Z~|~oJ^mXOF`*ER@${nZv&twrS@ScQiphxz+9EI3
zb`eyMk$#;5Db2MJ&4(^1jyO=&*mwYlq|-_7lR!6Afun|xOqtJ{pU;MiIP{=DDS{VK
zMr*<pbIRmMrYi6?RHA%?l@KR@lO~j0vXnkCK*>lZM(;B6#vSPDb2;nI5GzO%M9P}g
zYcO{s(BUR9o=FcJQlLq|VHgV))IT+ziL5ehh_ZF-HucXuZMU8IKoyv(Auwm7Z9%;o
zQ%i_p&AsX$nvIf?*c-6PH3#4m;mLo^ocubIOQrN_!<@`g)f}opb5WsInX9Xy85b(m
z=E#x5>R&zPHJXJDhX$59DE&tfn$S@syD1>#!P}0YiGK}%xeVKG3^s(xd?0jQj3O}H
zLE}<ECpjfSz@w=NMbE|Ai5`n|A?U;4xP!9uFnKyhDG`4tn+n{wzMdDsj8>FuJ}Uua
z0dZJ#hR!AmFYm5Q^C37QL?@%V8t#-XEyYA%|FS$6jfPK9vA+TYg4_Iu^V$dKFr;Kt
zaK0eZTMUh&tN}EG2M$6X5rAWTBLje72LYtZ&z}n_Q3J$egjxZq9@pBn^r&K{MKeT6
zb%I^MG>Qp8vZ`#=ij^w~*p4Xs$mPq$K9a!-^iAFl4ikuA_DNl*?ox*#WxWqh6{+1w
zfi^7oogM61f6Wd@6SduvWe$!htqJ}COk~SLS;7WNX=@evn@NMpz=VYMrkP8cj7ZX0
zZkf&iDLADq5mfq`X<1+rliNw`RSHduihkzzf8@ovGv9)~D;hnnd(_r(F)_-uB(OD&
zb)vZ8WZCFcFpPzEd@|`20rdEGqchAfuk!x_Dr<!9rc5wd*&Z~B4F&jKJi^J**>}9J
zK1#_n9CSBGyt}pxqOu9Jfo={C_Cp2@#3N`y@iI`1^<u5~`Z#uePi6gq!^i5IPB*q(
zsB61!1sO`&+dO?^aOBVTb!^)kYh&Bi#I`oJZQI#!V{UBQPByk}>p$Q6)$_cVn)$q#
zsjfSHyKnb7_Z<7~ww?D_3q3!e()xQnX|Hnd`#tMS1i32O=@)ca-NT;h3(YPnf5Knr
zgUI}>2$r}}h{5P_p`2x~)NR@Xg_-Pp1Mv{aU=<iPMKsRH#wvz>QT|p;AX*({P~7N5
z4-n&5S{B#<&k+|HAtXBMQ={{0LNM(%^0+Z7QN>xQLpWRN=HScM?;+zOzYRzA<tIwH
zQAECM<|p!y3WbJ6*4|3PP-t?wbUXuUKigTq!Z_>l_Y<gs68S{XP`O~4HckK9BS%{#
zo6O{ue8EhOwRsB_yZYYsCBIV{S<n1YU2GA$NHiXrhJ47X6s<T;^fC5%qvD-yT=n#3
z-pqGHjBqR<_jIfDz*w34UijWhlBdkyUYXxLH^4s%C6r*mWbE(_>VX2agEC#UQ@TB5
z3u;{fYHy^4*x0Jh-zYizBcEtI8eEi5i55Rvt8q=FiEW9rg0x53#F8;7j|?#!)lW^f
z32su2aJMx6<_cIVRxcK|8$*GMjj|DdrxGKi-=Mn}Y9*@Jn~ALu9M|R1q9h7^)Dgv(
z5uYA4mo&A;9lhR5E}_%JOan+e2?=G<n%t_{9W0NIhQCI^ky&EM><7=do$mH@LmiuV
z^na+XHm1Sg|0iI|jX0u<wh&$Btv8-`ZEGwQVL1YrBpd3%5+KRRCV)o9<8nHP$ZV)b
zUIcc>y=lw){tP4KYUY{udD5H^mvsZRI<a6mv&gg?bVXvKE>efE2)Tj+b)!Q`i2F$z
z6p65OxG>yQRN*c#uQ^J|Jw_+2@Cdc^N~<h~EpUtfNz31V_z`7zdM6@H4&L=JJ(Fr}
z@3i}TMkPRj5U9jsPeEGs{y1YlY=pD)s@-;D?YZ(Q@~G=9ZRh8iZt(A6BTHSJw&F{d
zRM7jSbmr@HhME%0K~DAYd;yz0NyqU(ST8N4;I0w~M&j=_9~@I|XxYJ}@UE;EBEa_k
zIc1tdlnAh+b53B<6iC4`TBTk*Wo*iyPrdUfB#v+JDct6>v)a_tC#7hdta09vcs=Dv
zfZi$Wi1~@bE>w<MLE!ArNo;)VEr2*;QylCG3$hUr>p5+oeNCR7?BUTGU>k>oLnuBn
zTv)>1q+ecPYqYBUdAoo)wM=83p^BSdBDyj~7V}mwh;)XJLIn~|f2acBi$ukXyS}jt
zZ;@^W8JO5xhB!=7hSx3d*&9=9aoFv#<{q=Z`%~&U-!T*}Q?7dSt+;Cq?@7gCNb}5y
z{C)f5yOfODAVqzbGP`bk^|f)rdI{gvE6Q~|w$0YplL~7WwQ=G&>7{9Mkr5+2yUV}}
zHX6nh29H1;9rWv~LPllP?gM54Fn(XrhVvWyUzT3+vVL3j(kWuDxa=P$H;(2NxBR>O
zZf27qA+kyYi{_M`LZyuzr0?@>PgF+%&*S)t-EV&&Ecg9nf0Ei6fx8`J+3Ih?l!a$O
z6P4%j)i#pr?U#|P^BpMa_c~$l^n-0>dTi|9meJ~+Yx>_V@543k(&_HzU+&R<u+C7E
z<@7pk?zp?>LmlvBWdkWzqX{G|pujkB9~Q<7jLSXye*@lE@39$rd@k=WpGe!ZT3rs!
zV3XtpKc5mO7#lFBiYGMem~}gS4zog|H5lAb7lAD59}K&gGVs`p2DNbM3<e3aiGHxZ
z^p6>JLlU)#jWMM-i?cf%Zr>bEHy~lvPydzbZR~!8I&YKT{OREsMH~yeoTv_sw(++j
zoMfy_*CO>;X?IlQyWlxN=n+1+XuAj6Mm(ja*8~xkNu40Yq~`FszC|<k@HiiR6w6-J
zI`2EYvXro3?W$WBsug#|P|PBNQHnSu$%khUn9nHQU<a5`$6IoR<!*WG%STD>+LP#Z
z+}$<()Tka<s$90?r|xlzV&Xib?JS@$j(Iq<_VPGfT8637|M6GP`!Kd;<?@73(>Bu4
z!eLgA8mcFll-Y|I;CV9Re`S5lGicVB(~`FU^l>69d|&7O{CdTf<nH*~4c(eS#9f`4
zb3L%QJ`P9dxxO_xg)~XRV^#fJjMyNBwz07pU2XUUz~Iyi2EWJ!vg*>k9%=PEO^3$S
zCNiWA>d@Q~AQWIHH2xY(($c3?>#8*eNk7*wd1-1jw<BzeAJxjR-u8}*+M0#ZuWI|C
zTY(-UPaf2m9Lv$~R4IodqW!a72{<Ls8b<wx%25%(4P(S_lnnP$Pi{kOqi(ct<kT+#
z#sRJwm10j~Lu#`sL%rO8M6bhXzu7!QFkT0{-K>YK(`>ul><ex5(<mHnCDn%Pf-RJg
z*WH%tf+aMk!>z$!Gj6jaU~WvIp9qtQpJYb}eOU>@Mp4da`)l+4si86lB1TEI*9HLp
z{*zX%H?5}L=?7MBs#-}vU|zjyxjN``*3uGYhOhcQ%q_@pUaEGPK!CNFN*RyCO|S3=
z1yMgy%BNNx6t_oNSbi0^+#hwVrX9QqjFn9Ua36kxzkS1pH?Dyx+Vm)G0w)?;666hL
zGLqT9d<z|Fo6`&#tRzD;T7_o~8lbQfbt5P`^R_+eB6<_RZIPTw<}rU+Vf<=Gs6~Q0
z>zkC0t?S=nh;#T-2hR$)zkHEfM3m#u?1pbw;>*4_u@8W^>=xKg`CfUJVe)l(eOM+e
zM_w`>H}$NVMaZsotcQF5sTQj&86Ci%ve-2};`{#dS&bT;_FOSA2XI^)KNY}yJs2Rr
zyb}@Nj$$7^Ik)MuQBZW&y{fs(80znMAmwfF?P!!Jz4|)AdASiB`L8@W)iw50a^>Ta
z@UZFep)H#65uc6Swb@%Jzw6m!y{;RaP!GD@<H3=|7Fy`>q}!)eg<>Qi50`V8y!vRz
z?>=k$1ET%9`-k-|mEafiZeZTWfge4e$M+}lhX1!HGXD+GZiw$?2OL@O17)#rWPq0M
z;|B1Dh@Xgg4loD(!}lR^gzYUe)9>#b<77w}(&xAw-~;ctQ|=$%R|r<FPf%tORqorA
zJvra!Loz_{k$j+{=ksy_A|H1TGlb4S><HacSWzcpRRV@y4Th5oMPNK6cLC;?7n&xU
zm`C|904$gF+2dYxm-qA8<~xPRkJ#E7RO4d45J7-NKqizG+o)VHJ6_au)g05m6=Xsl
zph_lK$TEz@;wWmNM42J0RmxOZqRq6KwTTI@RZ31ybxsZ<!)XXpOW15*D9*1i6dDn_
zyg&zPl8|T*7(!vG^(OtxkcfTv2s;j5)x9@KNJhr%I+L!EIOewUXZ0*e6sfuS*VA?(
zzlBhzHtB-$IvTqf+v;F!hAN4B-SeHuE=_E)inhgn{!Q*@dxn0N3kFWLr7$oBF`q%f
zf!vMUSH(WBmZnFUj|N8NLrPO$mC|U<+QIiZ;L>hxlO?W5&CShjIpBH8jMml@(4l=&
zezWpYGNXV+(42_)PSDs^P)p2;=wS8Db}oy@y6E8YZnrnG$F}>#H-)-#kdm|f&s_{e
z1sfXI*dv9puIr;VA0?uPf$dMXvh@sRVI#{|aeOy5B3|d$jR|`~LFdC*<Q}=1%<mCw
zuOPeY&iB63yzkG*Qhz}*Ydg2O`Y~8b(BwkhVF1qVF5={)y9@r_#aQ)0*tYy`$GeJV
z%)rlCV<G7LemHC)P}48x89_#t?^kSnkFVEbgOk;J$XKuL7gDe7XvXe`0*MP!=tmY6
z`&h9r=L@=TR~VGn86^}Udz$&Ahct7msDW_gg?@+Z#WE~@<sh~<B<_I4*#oFMP-934
z(=f<)ojyoCk*J47$jVUzMD)c#D0mu|S*f*p7nMW}5d=<Q1V$LkV77`_c;;gylBp1}
zR+5vDlUi72CrA=>Vw=kl7f1RiSTF)(7zL^7E<}xYIM_c8LNEC!%5iBWOt@yGTC;=W
zlufPDxX}%#H1N59$x_!a6Tc<MTP}Ur1pmF&q*UC`=~|ul+$rb8AEjTtzyo%Y9AXNY
zfM@r)N!IfoJjo6&n1K$yv-sMm48h-z2CpRque0V3D*olji=eMpX_C&dwO`hMS^oLc
zUt8jGE_0ptD3kF1n8F19_~P-jq!sVd7TPBHbj~Ymov8KY)!n`I#7sEZj6wJ+lH)x>
zRNRbqt;NKb=u{~KP}s2P_F!mWWV-Wd3!7p81A280)S(LD@MWaugPqMy;&j-yybZF>
zQj3H+(nPfXa`*+o@$tg?dSj+96`w(?{>A!-t!V&wgl}9K9*~3}pbirL4?Odc2n&&#
z<(z-U$}7HU4;&0GQwRlS@gyr~hyG01%U#()@j6~6T<v;(3-ty4Vqq6xf4U9!<pO~L
zS{%(Jd-0y$pSPp<Ya<cEda;h{8i7A)9+Yo+#AUE9N)tT(wG;kgE~!0)NH*ZT<fL#Q
zL5vP{gw_s`@5uSHQcIjpc!cG@hx_SSGMazACIbI`-}ubl^{vo#q@63{-TI$@v4Fe4
z8Riy?i1SXM3zQa=$Be9DitW~Is1X@-M+{OnUY3?(z4`i9)Bt^xd}%;)*uVS7kr_SD
z&tT9ehW%jCK#o6u3T=j=B<(g-Qq@{L%(sFv7AF%{#PSlx;sm~ebNHd!JRX|dcbn0h
zjJCXU!&?p^l@<^JIxgRGKpjAUFLNJJVpsXJd~;k*@ZXQyc8CsOZV17%03o+An0Z@N
zWA}A=5w^|hXX=hV1|k8YWEH2Q)T*skNB76L3Nmjb_KQl}3a*XLp1-FrtCd8ceSHhY
z!Y%OvZz20qI`20xnfPuRM`<b34ActalkqaYF>%;8dC4~%32=@DR$N^Kc|#q+^4-^?
zw`~uF;r^72L8SfZ19fh(23Y{%0^f0QA)9CKlt0OEX%OSw``2qOaD4^rAr}fguuX~R
z){vxW@@&yBBzWg-jmt$LNan$B)NXf!$J-drQOkN#O~2-Eb@i8j?GA><*D+CM2`)6Y
z#>YciBotV5a2dTp)q=;WS*!o)KQ=xI8LjMeG%`7f5G{KbpUvTAT)T<04T{8IsOvAu
zu8xaiv68)kqJ(?2%Q;Nd$4<EuLn5QJhY$dsVR|uV6*h@eun0|C9Y#S9pckHEu>;92
zvj-u-p<i&Al-yF}b3OkdBLl_F`&j4N_~ZBoK~6#ntDybd-JaTcdKEq6X07c|31Q{9
zd#debgV%ZPly^mX_4*k)0duK?(d}KTb5ztjB3`@O`PN=N;%l@9lT0R03o(PQf~j$Z
z@?H>G%2eb#&K2M69AX1{#-PH@=5Mv{_I|RlHtq(K$$DInUkFMp*)WZ;xFA%`#5@JS
ziHSNzYX@tU<_HeNhcW_8!s5Ak<Gy)z-Jq`tO4_VW`TN~6Ml`Rbja1Bw{)C!g(}V6G
zG5*w1Y%j4mY~NGEmr=LZ?lgCnULCG}M;4a@TyeX!R{Hnmc|8;InR1n-cUXAp-`2+j
zB`tOawQ4!HjuoAFY}e8dfhMz2OgH6qIUDdEV<+rJ%UtbDY<<QLTZpOm;^Jlh>C3#G
zn%$9Wj#F<f$<q$}eOOLWrZtQhumFk_LpIGsw|A?b6}HgqOn7v*wmrS-mu=8{a8fRP
z8ky;7=?Qsy9|b~}QePD+i(3bAjT4gH;UT^|?#hlhVuCg=$<_M$3T?lx$KB)Nsy>It
zQaVL1H$I-1o5s%VXzt+h@p4lhqs-&+j_7=UVY}b^*80^vE+1Yv)ny<5cA0>o<F&}i
z^tZvYsGCjhAB;mITl}EZ{5&5T`%Q-yWq!>uD!epv`~fvQMB@-BAw0z58VG#*CC{3B
zo1BnXF^sYvun+bhBG{0NA}1Y&tmr0z(j=y9C9<qMqOZIJnX9)S^LvXn`s|@L$Uhjl
zOthuL6N=|W)CJmkGe0!?CaDQo>dq8CJ{ILr2mZ2WmE21TF~b``1e1=I_V-d|p`=KP
z<cDI~FeLQ3@Nt<_!ZyWeUcU1n+6CQyn&B_p?`}|_hRblYlFTGuqBb4Xn_K<)RVOXb
zr3wDT`j};Lb7F|mp+ChE)saT7fWrKc;uvc(TL;FxcuFTD*FenlUuUR{<OIEDr`N!_
zz5l~*>9@yz4j@Xsnkp2bocsQl>9qXlXijb}VJhEGIuf%zRXKT5y<vc9N_|bWi2*M=
z+?gT1k9+;zbQ+vT0m$NCV4v~_wBSphztw|(O(_s53ja0}7JQqFmwK&(+yr{vTT!%1
zJX=2mWD+e(Re%0FF^cuF7({a*(Sn@bv$w^4DXjXYWT@;pl!~hQ`iC9xy(Wi&@3rS;
zY}Srqr<q?mIVj+sQ1zJHr@3dWG=K_;rTmkWEy)bkN<2j3tsW+FV|)*0hv+HjrJgIO
zIB?L+h*(k!-$Ea6D;*N`?KjLnsCuFVEv5T{8)3b_a1e*`l^~KaIAci;taW?HF3TjF
z$|Po7+E~H7yu94j=V?ukQ&wc+B$bDLbl|@{o9w8_P<<csMBJL792&6$)i$&@Xd9L&
zO4v7Z*VJ@N63q%|dcwmGRUTTqKk)4vX+3^}g{q3PL-KnsqY{nyE>h(Dy}NPXEY|s;
zJ)h>CrzaX5ccxJusafN1l6@(^-;}UUFUxB*WC&}I&XpP@&5@L96$tL=$f_D=`>Z%r
zvOC$_;DLTxH7fQ`@B28c{+1a!@lj<j{pqCqbGw6>56T^mwzO73or*Z<q<l+D+G9QM
z%J6u7dD^kHBi*~VC{n48#E~X&VGl>ov|x&poW(%~0gG(TGBa}ZUga2z#cQnI4u#21
z{a;G?LQ?&GN%5q@^fVPedkqtb_0>Vq1MJRPkpriJ{|IxpoBqDd$je&HquH2H4Qewu
z!6sB2Efp2Zw#)i<an@GC)FR40oj52%g7<}dImf?2GJOs5EE_ig{dSs6j_!-I_%--@
zuO!_IV;a*}vMkHr$sI41*GHC^N>>j&iI(@%f4>saF9qn!D|Klvo0c6qmW6A2zIbT#
z&;(tj{aKU0&MP+{4E*qJBdpgNZjY$!1Kfo^FI}c})fsp&cgt@2DIDj^__*(24`p+C
z{l7N2gCeJMdEMVGG8al`MiaZbn|#Fqd3>&C2hw1?wYfZV6;DQo9(!Ux*S#BtII|)e
z5?`1(E(H8K4_9tW(oCl4NAR+A@UpV-@v~N4<7V?Op*6N0RBe?sw(~gxDr*FNioP5O
z@dJL8S7MgxyM|k-Dqhthp&=1+IY`~pmbBpwY^$odhTe&kY)D*I4!Yy&|Dk1vR>bsv
zx?Jya&l@{kz3So;U9Yo7CYo>FC$Sy*Ys-6E+3dXDoWrHFUT+J{>yU20soou0>*~xc
z%x$$^+ol^Te~8a%qu*k*(EdnUrPpFK1$?*A-&e2EYO$JHW9hd#G`2Ha{f%i>2|Qw_
zrv9Z?Q8-Jh(QWows-MS{mDOON*XuUbIwkF&H;YcA`$<Blt=?&2d0Rj+L?MfnR_nXF
zR}e}Os;yaD>mfYX4;c!7jE#j!NBx_#hq@;~F~gvi*ncai?H=y#j$(2mhgZ<u&QC$#
z&rSa;yR%KJ&AGwp4kpvt2^Lo?Bs=CJTPxGq+{}Dxd{iMXM>>OBHndR-xBRrB1A%qn
z*LGY&;%~P?rl0K9&KWsL=9uQi)8kSy(k2c`U(jdxs9q_CJQAs!stMYd_*ydK#MsY%
zNDO5BU3wqE60M$VT<soSu{li47RpjDMF}w90r`#seuey9n|z&oBhYf$XuRy~WVuZs
z<+!;fKFUW}!)6EKQ<K?D+`|J@y|!%Kfh+z-B8G}mQWgh;y(rg?-9X0z@US=!qtP2|
zTLP#KkEa%mqZ9-lP0XWrpYeXqu*Z|LLPf=nX1mRCsn%xC{U`>@SI$zM9-VZ+$26Mf
zEw93aM)f@IWOPFhxBiH$wtB_WJchQFaCAC@UT213fq3*PY;&+oqebKzx%ymxQqo>%
z{b9+PTSIMvAt?b=y)fIK0Qv&#TJX|lWGWp;tHInk=VR;x^rPvS8I3^s4K>B}C0b)n
z0OlP`l+)dv6RefVIsu3O%ye2pPHJ^%)rB19Vs4K1=;Y|4h{O>cCJQj`Qk;;s=$kGa
z)n@oJE=`%GSmq^l#ieW3oSx>|QE;p(Nxw>pCgqGL)>AP0V~SF6$7~+PzH&nj28#}G
zFCH?v$OM>a{3MJ&Vv1f~#6)yIVp?B3F!xk5h_E?*+u`bH<*39)ev3XloSXoKjZp~M
zr&wy4EhHnd@yy^7l~5B^D9S*WV4Pv{2(XBZkalA#!!kr2JTx65Xyo9K@-PSr`ioEo
zjc1Dt`$MGrMy2@WGPqzf%fka;(d`L>z$kqR9g=lESp}8Wq`$sESw;hBsaWA-SOef=
zG`GOPR+aA0c?XwFYO|IN!s7_|d{ix@JVa#P7K<8pP9xC^N&wkd*l3*K(TQaT50;VT
zB&f+<Bd=|(o~^Nuj?ba2Pu+c}aYQB?{38&Mp_J27@_DT866SVt+LZ3Q+C5_n!;%X3
z(GhSku`cew#*r3-8KXj|*47S-UN2;(8@Dd7X&8skzELck5n>!Kf_rO(6lN~-S;Auw
zla%)N`YbUZMADWy)}u9&aFidXB=75SuTDAug-pZ|bMr`U#~S`K-I9>4pUtYG4Y0sJ
z>Z3P!@k<`x!i-dHs`#vr?`CbuU`m`ypGR_aMXFY*n}=d$Z%xV5{X&lLFLA0Y0Ja2F
z?@&lNC^#n=i|0d5pL3BCyi1SZ7O;xS=ASxkV^JN1hyHK)`N0I6%$H$$ny_zZb%;P$
zFWWK067DYojZRqH+z<ma2}K>*0$~)hlocF8T6^1{?#LCT<U>4Ax0u>3hFv$R>jq;;
z!1eLP?TEhbu!k4LboL=8S|EOMVBFP!ZkL3o*LwV8-4EU^qwKtfYlxNrX#rFf(UO^n
zm@HIodP+JUCku<06w5kR<$2}$JH-<av6+0P=Kx}jZy|MPuJ^a~SlpQld_S6Z?pEdz
z&b5)5;eS_|-Qa$lh5=sI(TGQjr_ZTLNl9f2qm<=(QfwuiDk>^Xh?h$wbHu^m?#$3=
zXz21JB+PvnXnW|BBmyM*kil0HNVQ8ga&nUorwf7HrzX)D1)M?X@!mq@JrB!0eA^w@
z4=b$+C#}E2V_qimjWmO6*?^r6uw#nLbHs~fb6alu-Nb}Y-_82nZYG~NlLYv9+<td#
zc{k-(=%UO$E;mHTWo@s}ZLjh!PdO)C482A%dDZDNF!9VAMS0a^?d$Ml7d8^!9qrzf
zgB1PkO!sbl&mj2UnHneoCZ+)uLy1@X&HAgWtBueV20_A5&<IF41g-J}LPaNo^r!+4
z#mAGG!Soa$;V=cI^a~WvP`&)GgAH|#k%i!*{@cHV@|2$Pb!rmbyiWMXb7x0}10Vd{
z6!NzekLLz9`NG@0k(?hfUK(x*pr7iLkXC-}vm<rc7mcj!UcoIxakn|9ZU}D<4)3;+
zkV$xW0TeP|N%OJ4Sz8?#^`gfRH}aRoAPe383@SZiG3avHZ}FY!he>Eb;Sw-$89MBw
zaT7ZYD0?x%X65D04E~jSCe?4n#lNp(0pmO^=x{VW!9ZQSgskEavDoLwf=}*2!kwF$
zMnxb+aCG}|%4}W~jt%-~8`80?h>eV<bT0Js;sf){k{j~nZJihWC6(B*9yH>kLNseb
ztGHIPx9>1?7jA7<y`3M~egWQ4vp)tOWaI-1GiFWP9`4$q;n&PChwz1HtzN#iu?3UA
zKp0fiq&n=dK`=NJbay-f3U@DRCNa5jU^jD^+={u$PYOyMF)qlp6Q;tZx+2sDX#~nd
z4g_50Dfu34XfE}U4e)44(~#P{LVUvzJIJ^E)<Cluw)S^uFNm^UjuN}C!0h&Sc^8tH
z=Mn$<0j?DG#YSdRqKg9#;N2XgozRvnnN3@8oG(wAmV{Sq{g0E2zM~!D;6Ht*HxW~4
z3kN}Vs`OTPj#`1CP9rJ0US2$p&Yy3OI&5o=mJ4S~m8pSwq2fOrD{kG*uPpdRcLMqX
z{n?={=8U_oo7dI+rFYwiu|*6w+g+uCfvdh;O^faNu;V}&BG7J^1m7VoGjr?%4++{~
zAd~`88S<X0X<B6+62}7Fl593i2<s>L-AO_DyTmLu^#@AJ9C!|2FJUA7BAZ4JY`0PJ
zCs`?!m;`FXi)0y-fK9!<W)VPYuyv=lPWX?0U>^~Bu<j>V4(7pY93Fp~qb$R(zts)@
zC_zRXD9EzABv<!bGhyP1{A;S3Tj^bid3b)~MX3K|8d?6+t#mtkbYf74fSVKd2fXAs
zDLFYhDynR_!~Oa%%L359(CuOc^i65~HPUKEDFP!0*f~@+5*yJ68VtV849&yY8;j5R
zTc_f!vPE~E2A>{pWv$72d8^C&CoOG7W#v!ywHEtrU=1|}0#?w$GCx`bb!FzzG6d&4
z2%}>8knmU?t2B-ivbY<A5P{9J1ZMS6FowM47}eN^KWUq2>Hb8yr`?d(buL83nZhW6
ztv3w)5)Ock&tm3g)(Q<t84W2KgOx^gl-_lWG^&FoVRlR|kw?zPo0{JA+g0%qAsbeJ
zdxSXssH4TTKWC4-m6KBu!(GJWBt~{IA>nRt6<r~Uo10LI>+v})_BKJg=kODQq7`OF
ziM4|2Rl*15-4lr+Q4~M*s#8bmB*XU@VWLzS=H}*Jbf)Ed?CI|AuB)pnFF!q*D-1{e
z@wdDj6#V&m8vqW9Vo8I7N`i*S@?S0*jDtE`vo;A>2JoRKfHff14u8%5Y3E7XUtTcJ
zVlRM27j!y+>2YcU!BsJ5{WU!(h%d@RHx8AG0tTeRgB<hiMM?TxCopJ2B?xDHI*Y{+
ztDUftNk=4zKm?NcT8be?r=n1{DCKXi>I5>rwzc`%WIF^SK!E~07-8e{Pz8B^a<fv=
z{QLz);;djioE@^Nb=$xK6kU#!md{J$bG9;;G5tWev72vPiBu74AKMQam^+>Q3gB*R
zGs=)(<7L$?HzDYzz8r~hzk@XlLElGbvI|I7-kZ(8rbEAKE@kBs;vX!;z>KGrq$m<m
z1~&`QwJP5s!~|9ykD2ZCOIa#bEc$(?qs)`j8GK|ojg(ARD|IGZBV5i$lm8)4GzPf9
z2T+*#5(o%nZ4_G>!F}yNYirtThQCNRfg8s&8Z?iFlk_g(RJHKu(mD((Pg+{(hm5&)
znxVR^Ec{fggycdY=-$K;a0{7-5@u#FeSw^cQ<8LHwh@^fy15@~giMQVv~c;^-n5hc
z^1IOgCp9Hr<`%RBm(VDj)Cfx=Q8pS$>11$%eAOBX3k()fpoz|Hqfg7&fW01(#K2+`
zvf!e3%5Pr$JsvMPMGFfXk^YN|$yf2V&}gS987H{tV>-=@E<>ZEkN(wH$WzaIW#=Qx
zUx(!8rX$6_28)X1a}v=|({a!cC&lBD^Dg*l7B}<Q!M-?vD4-ZBFFF%aR&rwD2+!-w
zzDH(n(N;rnSdDgrFdLU>e8XGBBoZs6TuurqxK;ilpn{?aqX0}c#6{|i7S&1lxcp-t
z%K{0-5f3Kr!h&&wgMuQ|k68U@j5mns1D2)rOH%(KhF{rDmpFvKiU$lhqGfz_b@fR6
z4{YCBVX`$kLfJ^?qEHbRE|Pj&Q-}O@M<J`4MbkL1&5~RlHCKJa#scxirlvU_3$jKG
zzJtgSj^FVw4rHMm;uB!Y0o-itN23ruO!y|s2<ZzkUA3dXn-RvDXv-dzQ=?T$!m#L-
z<g~lMnB-9l>wqIRj4nK}-jF9HN0TI$3i%Kds~!l3@HI?8(h9sSO1)|0RB$yN8_jy|
zuT}DR8L1_Au$p{mjJbdm7cc&aU8C7$ad?)5X+|-jK~JX##DP8g_RL->qMf5<>fxhU
zjxdW3kAhub8(2&nyjjR7=s1XMr+=t1uz|&ZPnfDB4WaPI-Ab=B3+&)|-{zCQg(*-D
z4g3Ndnw533XL{o3hGc^7ReGH}Eo)R&C|^=lJ)<XY`mG{Wb9@l!GD<dGqs!1v<SXbR
z`b4-R6<nZoi@p-hujb&ulpKJAU=liHL3Np^BwvdVP&gnxF$CDpvhRK!#<%Z${HH^}
zJtRzaiI<*Xnr|QzpP~-%!($JbwvbMumb^<?NNW8DoZs7V;AxoBdtMZa);VTs<bRh%
zo$eG9q%eNYM$sZlDYcaEE;^reDzwraQqgu2W3P<Z;1CW0S6E{ZiJruxfi<-h#-rK{
zkOH$g1<RiK-4r(}g&tS>7$^n&6w0cm&2zk(B8SEhrmnhZl>B!YvFnGspAa5_0cGZU
z1(_H`gF$vOp@wa-#%Bzjsl8DIr4&U1a}Atu=>Us^#iGoHBP@*czjW)G-G1kBt~$*%
z^xN%T3u$Wj95tFPj;p_2qcy5&^t<6|Cm6MYoYJ}dg|)AAC0O>&r;RsQe7r<%8a3H<
zxoIYs><fZh81Ef%G-)4ahk^;6XE%jfB2`Ra{ft!nmi-NvqN<e<S{MCp_w+_9JBp+h
zjhG_NWJC=|bGERX(rM*+szvc&Qa9>JES5GFJIHb-2|xu1-$#j8Mi5<#0Xy*mM6rn+
zqrEVrqYXDs0btZ*d341_hy8Dl=b2*pv1H09@D~1~fxw%s=g;Tu@10;|fwz;wc=orO
z0c399YoJ!L-@7dfF)0e66l{u^BbK}*woeh&My6B?xswRrMA8A}aGj2G?_DrjI`Y)q
z-8uTTuBcQZpD7lSV$Dg668>$nyjkJ6(rsDVqEMxk^i<K`q_1h->j1MwX(GgxKZVTZ
zt<J{^G5j~I<6MHZLz5WZAb*^h?;%ZR9Rlbx5laiDyip5Y^Zlg<{>aa{iCL2NQ0vY^
zS@xt&C5W*I&65`&&Kr_Qr{_tP7B5UTVF?CRMnoHtJ8CnBh?4)Ng~N+4>2oTYlxg2W
z7m&77!fVO1O4hLZUZ;u|TuyeiJyCCEmL4C^>1lOY8oslAr+rc-+|X0%a`s<(>cZ4<
zzuxRLS$?ZtU$)t*H|CdW`C}Ry)Ydi>jngYPF#(vG&J=KdYAjNH;JN_#h>}SFvJWos
z1JJ_tDDVhm`{z!FAwpjz72xCKVd4Quk@AhVw++sBHiEb6(8IoY-Tm}_bd@$S$qSr?
zfl~N?mJFH2r>IEfBP*t9*z*e6P(D@dDb-Qy9aB**6|U$?4~p1t#eTDzP_jgc=%iJj
z6mc&k^l8Bb48haGlL0tT2dXhtU}2zbQc*D?;KM|5VZabk#ah24D?ozsfaC?Bb>Y`x
zy1`ex#P{d+_vbUPRSiB?>ib~<04j|tHcA~Rr9@<Q4|0IxBrOqc=R^)jA3PK>yy7f~
ztA@WyUE%cd9kVgl9~p*Im+KzGp7T$VZT-WftnnL%B0nrZzz_v9z)Hw0Uq)&(Kgs8D
zNn;VqDs~aquYe&jSr&wy328@^w{V=9kdjr`%*?Ecd<d7F9sSu|NlA%>gd`s%LTITN
zY{AO3EFmg3m*O$ILg5#{5MCSsWzHx%4RTJoRb4ywOu)+2N@4BCSP3VOLZm2=MCV_C
z!$!?Of$SJJAD>z(m937Pc1xWrdtY=eYdJT!atAfCsV=hb?YibC-iD1XHx@tfwhGU<
z=H=A@LCizpI~}w)--O?MUC!n4a*|k*wiZ?*Dv4KN9j{7IwW_DpW#Vu4`j;QS`BJm1
z+~@Eu7MRcsG<xhU9=F+$;s_d)X48@K@*`U;<X$}BsTu0V4na$B@P|0XrcGR;`CBBY
zfl3R)oXyKdfTe_tke;>G>pZnJzb|y~{cdpz)3U&~Ne&2Arv!13hzbSpBBcbW`#(yv
zq{Lk`(v@|5OT1A@qltVXNye+%#h*^jS8_bK7Qt+4L^A6w*>I9{#0128io|Rvs4RQq
zO;VUu61aFnv@xN`z!O=Of|--U{%|Y^X|SN&0z4&Y6^fS2D5}9Ij~Ff~(ir8^(UGJn
zaeu-GiZP0as>lX(h&cItU3e>Nh$5r}q;z63&#lEz5e!lF$n7^(|JiD>?nf0K1CK(D
z6I}!kFlS<;6eh$g;3UNkEbiAgYC;m?{N}kk7yP<Kz600K^L@hQgjl2o0g*9?=o6B_
z$ix6IW#TF_HUv;BhDss<YYk<WvNCZ5M-a6|z!`Y~QJF|GSj7XLlx*OE>JO?Sk*Eqt
zIVtSKiQ);W8)3C{9{W|e(E%FUkO&1fh&}Rof}&R`F~D&%ieRFM*t}(y6D{ghZ@C}0
zxQI~^!bioqStnTWrvL(npGvuu>-=1G*V9?=E|NbkN6_wILdMG?w{xcTdaJLy>*kyZ
z)l9a4f8FKeYTCbKNgV|Ofi;&KDbb-nzxmamo3A%Dy1k#*rgYS+w_8n@&I-(a-eWP0
zXSW!dE9m=pNvJAYS;*-M9jIRKFmZlIa#=y`FtPOYLr^5%j_qVXa8O3%<%mYePu1q(
zoLpWlcRz`}SLQW;10+>mO0LZg!od;ngRnv5ZEWaHM7`6YWW7NjEfmR}iXaoG6U}9T
zViOLFS(vC1VKmip3KYSE+;`}b{E6Q4E8HS{B1M4_klc4aBa^~;MMr;VQ<K8124NI<
z(-BjXo~-`LGecI1V>3k+OGCfn`)!0<H38z@C=L~O5@q5VR%K$1lLlQ6mA0#r2Eh^@
zp$b8II>wq7+9+mVcmQ_^LK7Q-)ddn5<03xnwkSyErh+7uC)^Hqqu35jObh}?Yh*xz
zUXNqK6g1`VgAz+l^;RikUAzY*qc&%FC6b1uDpy2Q6gOQ+7aZWD)y?Rdq>r)`e9f>F
zJdNfmT7#nup!)-t9VFIO;3ljbSnisjDj3J3Elr>5GB)5GDK%7Lr=xCPe)Cb3{6QOE
z8?yj$kP@Lg#P3OX)@gc#WJ;`nUj#e)uB@$}CiWZLoJ!Sl4YfK0`+$ns&NOZ&!HM%&
zNHXX1?8l`>Pn7~tJ4nAvD~F$foRpS=zqHo$Fl@@Z61k}{r+fV55vWt(bJ^sK&DfH|
z?Ot`MDmro7UMR1|?%KQY)b&2$eg(RpR-@Nru~gw1oi<6MJ8G)CcTsh6kQt+_kj)pX
z1`g&>e-?XaZ&Q4R&CKrd7IU%~Q*`l>=?R~7JQ*z~<vTrAC-Aq?cRlloQ5Dn^l6&hz
zFUG(=5xn4#gaL&T%)gO11n7az6W+*T8PLe9O+lZi4tOsxO6o6f^dg<-D2AOV&y@<9
zOfs<V7b{Yl03=N(;%g@|*d_>y6rqsd$1m7RaihW$bA?a~<&%8kuotJtfk2QZdI!Z^
zyiZ-#`M)jXNs$nOQJV>+eniM;>Kxdm#Fi5OGK3!xa7o%lD>1`?4G9gE&*8!BX3h@f
z)E;hfa&p3P5uY-(f|5`EqtOUk<(RNlB_!5nNFC!T9e}A9+!S8F2F8y;<}Ai<1!EDt
zf=vd^Y>y(#hY|=&d=!t<0UnB510JDN!-Yl#38^lpV`dK56$YQl)UOE^Eg)x<$=&}E
zUuxJevM=P88+XYwB!mrROpOCCK}{}R+>4RbZ$j7?eZ$j<Q8Ro&JDZ%AHjIaEo^!&@
zbROk2Sn)IL?nH?R91`J=*MeD)y#t^d<^zK%X$G|Al@uipJZYv+2?eeV@$`rIa911n
zwkk@Lw{l?_pK{*=PvJ6pIgyhLKM5(jdX0vzvAFVXH5&KQ58-S+k+jIpLO;x=M9G_<
zl1_KY1kxn^iAgF%<&A6%IO3}yG%G{vx9GTKhC(=}Vr6=b@^1w<X-H@E99CpH=>)U8
zg*m8w^v7WQV0n0Kqh{IuimG%C_MsE%c3W-GmzVQP8rwd{o6mwDFH`PY9dBpW*fpI#
zXB)5RrPD;1F_qQpI<AK6TfX?sc0bn@<Iq|Rr7i80ZmZhv%}q_=d*w3-*g3djinkGz
zkepo1Y8>1ihWkTcTO(dlPAyk2K68{5lhj(d%%(dN(ZP&I#2T@Ge0DyGylbS)iRpC*
zC3<vl^)9kbMU{kS3%kud2=V+TnTkD<GdYmTMi8@zG0lgSl`Z`w1w_b-rWJmW%jc#k
zkPen7WS^x=na6$5I({BypE=$y(IUGGRh*#iwaXQHD2u?s2CAbax;ULJk5AF$qS!-&
zrjM#cw4{-!o3hJL1i+9~lC+X*gYV&;U_3wwg_4WMML0%q_3Q2tM2h~d{f^#{ti|DG
zEcFUeiM$sh;Xjn%rqHuvK;E->wSXflO*>>u*ZWL$xgu`aqqd(?$`FzS%N44HL38Wl
zJVQXkXK`L!oI%YUaC?PtYW!dud=&d+1r|touzOCCQWS~fhMA<d(~=B}HK|-JP2<Cx
zW#%F-*$?Y?q^AEEsqpP3<&#TQbY3FKXbwWavz7g{;hK<oNfjDMbFj(#OCb(-(Hy-}
zp+YtpZkJvK;5bZ=E~EV$IlnGbt89A+naXOql8*;>Mh8=3Ud4;8Ij_nqEcv~^QkS<p
zKBro?-*?EEu3}rZN;u1zt}Z+uT8Gp2C&$$YD^}ZjjPK)e<c8_#b)uUhK?v}&S2CHz
z#s~-$lx+A$qR`Es@NVD`a+oM6S(sD%#v0o~xrZi>81#W83r8uRJ0a|N_v9A8ruOnr
zes(#r-Sz40(+@a_ara(Oi3Ck68I#5kK~&+QSsTl1E(>u=;u943Mr%A?+yoFYDM<mT
z5ChAvK~%C283Iyp$3&{4<e>an6{++|F>*aWQhd}%oug&+Ly<&{x29~g^vVaamU(pX
zE5{J(QooevCXD{ULse3qFtoY-G+gqmqS4I<G60Dl|D9KXp&nWr-9k-I*}hy)57FEN
zF{*TWD~1kZ8&O@S*bF0Tu2@JRQxr_`{10SV5(SC^=PZ?1xHQy>)&ue(mVT-<3?dTL
zHdfCEj4`sFB!zN1l```KazauCjyMoRR41n*JZAs{34VZhh&xqqwi6~EfBMb%qBD=*
ziSeR8OF}G+*mH1JLeO34gye%k*ho(>mK9%tEK;KZn~s9tOZ?LvD?FHr-&Rje>`2D#
zu1ZPiucLH2y%w{PKA@ljqlrN!$W_j>;LA($%$DDC*YdW{`JskBzx%E7dgguX2w;)W
z)->NqL)`3jS`V+cnnqXqw~A^Ez1d#XWEn0EPG+rguk#+c?(bST5Onzsg?fXt3~3|H
z3^{2T*~!T){vIwMiKZa+9E;8%Iag=p*G9%tV8c2*zJQ=h_vbYp2CHJ5p>R5*G5MAj
z(x`4gjL-a}<<2OySH<9IUsMV)!yPEKm^v}3B4`5bftYbZzZwBI1?pVjBx)qNB&q<6
zM4~nf>7Eo3sw5hAq@>@KXnQI~s%$GaD$7ZI9L8r#<%0@Cde+Hv9bc*#1I9ey5XlMs
zKAy0|vFKhmB7!1ufmW%f`5vH-ea20{(1w4SMl-k+T;tDHyu_IPaTjO$kL=DWt+Z$~
z)U@GE&7T_gfHH{`uzM<2gy3|b3X~<`{han98Y2!(C!<*ebvk1Yc`M9Il2S{Q5%DWm
zC7=k_#8x3G_bXF1HTlT2S(KBiX$R8`z}T-NPAMz?kof`l7tQSF{YxkN_CaSiAPDhf
z;^}F@zJ<}Mw&nii{swhg;EO9wE|ayz!*exl^F5Bpy2IgcDc#^T3#|27;N_xW26$8*
zXxZ|7UOTTbm``av`qw-VE3eiBx1-6W*z9;;uU4rAGChC2nBCdhxSG8G3qn5j3DyXV
zVb(4N8Qp;{2>;@s4==E;Z&!F>uQ2Hs^J7|@;aq2NC06xnqs`~PpklLJm6Diy7>hjT
zn|;^V%e)HXI|--GR1Ma<jV1y^^YCf<dGJV35}yPqgtggsGbBA|u>>Rt(;|$q;8rsH
zdMTl(z8`3b3Sc=aY58^zQ7GuFmUh$w6%ks(5_%_&I#&`3e-F_@@I4<QV06T&aZ$2J
z%_AdTFpXqM(?<cO;D9z*LFte@awQ^pjtB#id6IbwDh)@gSM<|6V!xzHa^zJm3Onh3
zxKAW6sQEVJ(>H+FfylfkPto__!l8)Yygvmiusq~C9h6R_k_mx-jl{?x<D}9H2+NZ?
zrYRcGjNk=clIBiSKZu>q1Q2VtEmHV!31FcLP-KpcHOc8oE7(n|K;+_J9BNoWx(1hu
zF2d0wEQL*?#24~J8bLjihi3CdYfC<wC<aw{EOVe28h!(nh4JMRZkKrT8Z~sS<n``7
zzQ4dP^dtZo7^rz{y#9UjOZaZ;1QvGuzPrFoGl%Sfa>(<0dZo(q3)8x>w(oR&JySE^
z(*|iRluu=ELQt~XXbv6%i&n4d?~)$wgp}5DzS+QJ<`0BzWlk2!!ObJ69;O22;sfx!
zE8t+`MZ!{GQ36?*tKzb=n~HeLHk&%_Mmif8++BLQjKkHIjJ7sCFWsOH-v`ItoD7nr
zyDE@AMU3=7MHMs=AJ9aw6e;cyoV!>@a#U;5=Y-4%VN)9AxNH<w`B6CqlB?hla^#Q$
zv4kj`W26X480Md+8=z8{s|=iC^c46sUIj(b8~@@rLf~mqQQXn@gkhY=hJ9U<f=KRB
z?=})_P*4@5Qw$y_(Gs&9IGujm*JNwJj4eFgouFR9b_8I0Le>Unf6#gi0#E?tq26$N
zFld%BxRhr5+J2$lwW#JYx2@ns%sPZp5Z9vsqFG5VE@dZ~Q5C6OlhZt9e_p#$fG!v;
zpAtGkNIU1+W6vJF%c#Y7ZI|!JP@C{r&&jfT$hpP!&P~|?TUt-GW{)SpRbF--7f1}v
zU~e_}_ypD`y@b7~l|XgK67=dOM9JqLd?ATrZ}jW61-hE;r0z!2Uit!C8IQMPbLc??
zog*fBV_=|IeTeS&PPl@J>|lTDSdACzYx7LO;%>(d@mp%Pwdy>d1A&F}^V5?yLBd*h
z(d)wR`^!8PebLBw4b_nAef~@}2#Qb$X2;BF!;~G$J9IQHE1E#@71Cl{-=SdKeGR&Q
z3(iSDU~7bhm!TnAH-sfkWlv*K^)xjz_*4b&T%-h>qBc%6t_C(eqWt_x?-aS+^aPw~
z?TucE^%IsuYOnT(=&xbh$7otoooI(&UwS1nU}bliE-=yT241gCLRq(7d5;6)urF);
z=ekcD)1$Ai!x8H6`KJY0qF`G)fn77U8}%*i5|$1c`kt?93n+&pc|LE48sD)$0++Wv
z?(Zfv0J;1l1OyV4z%zx-Y8P}3<%D{TUTq`Bc51ov-HmDgFi$HpE;bs2Z0Bl_q#L?n
zDkoXm{y=Hi5QRKoMq!5080>G6&3?t5UjF)D@W-ldXZZLV_j`LryAKcdN@khY91WEH
z!2bcOCusyHLM@EnbAG4$?y|_cV?D>zI;D<&=%vGhGt<NUMK%ln_|?LHD`fNdAO6Pd
z-Bm+LFP!Xa$`M$fb-EDROx#RWvjVdlC>i>x(Ex)qGSSK$sUQt+;=|%}mXVJ_^+S;3
z-5eSeBn}Z$BKFA*8RjlJ#yA#)GNs{&e$t@cX>9FoN#{A`npe}a$V^9k>R|Cfz%B0j
z@bWWHuXKqPN;LR9&2@^p@ju`Th+C>4ofzIeBMaCHejAy5l^8spvIca?`+^6R$O9%P
zGkYv>@izX-#8AiQbv@j%!y_X7K=$wf*<sM_cG_Fad@I3{qc#Jx8)`=!n$S4HWHg4<
z-Ltu%QVA~HugzN=rt)1y23}f&AZ0W>-Wj3l0(q8Wk*v&rOd&Tu%*-;<tG1Quy6T%N
zc31ukb6n7V8~@r)(Eiu`Eb=Z{G6bf4cb%d&Jn$b}{T~{f|L&0Qn`<d>9_=n@)pK*Y
zw%DKde8oQqOI8#qga*Rd;xRV<nB{&^Q(<c%;CZ#D)+7g#?)-xZbcC8Bx3!Lk+yC_L
zHn|julS6~3Vzb-+8<;hj0Y9~yMd(pRbE1>~(!h=hD>486EYjYdD%qOseyppzw!bzO
z{Fg57a6ugKE$x$0+l>#8PPxNzRk7x}Bjq}9o3@~Vm2T^^HD)Pq<M$qDeR*woZaLZK
znulkevIvA#fl+pk0O!&4x&4y7)acIO<iAg6e8fB2+eJkw0%0&ga(1Y?+p7QN@2V&2
zd|nQ(@fXygmBkaFLlz)RalSLH-|ABJNFKeD5;~UaYg0G?LGW{D1zwFFC4>7Xi{0=b
z&4Pn)dCj$iFZlk0xC3y5ys3*pPUePBXV7i)TRPG^^hUm@=8k%EyPLPhcUOIQzMIU;
z-qL^8e($iNC)lvEx9Jq+V<ob7=>6YdHv_<VdOtr0;@1s6S!g}h?BAZicQ!u3wIF~A
zq)(lmQavzrw*}4~jt_Jp^t}T6y3zOjT<Yn%ZE4wp+GGH>cmZw4r$%(F&*HCm9ULaE
zx->KB=yg<TJuKCQm1Nu)-eE!jfNT`pC1%iH=hT!bYj}YHjwDvGLX(qna@5YUGIdNw
zV0PBx^5S~;yJ@T-8_mAq60fh}FQF}*-E&`c%wnsEXQ@g+1*HG-ZNm}i1myWpGOwlQ
zJ|1>IIPZ)zz;><HW)Pl2$K%%&qw$~T-*>j_&uVJROPr0_Ap6t$oiW#s(dh==PM4{y
z*bL3N>fO}Hgyp|P1Ml=YH0<eqbr4MTi&X~<K$=;|b@~sg5@ejfLx6CBQKtO$3+&!i
z=`W!gn))3KTdbK;wchP7xnwj<bq>(A=z18R9v?tL5Blf?Uk7v+su$vmrnq-*;XwX3
zd3$$++;>3sec@R1Yu0>ygZwH%2|5nsGSCQfc%t<>;nV00;(k34db?>5@;SU%_}<^9
zHLC=yl{;eta=9go4iCo2Vy7t4$8$0i?eshAV<@&7?%~Z%&G&<p`CN>Q`eU*#K%v`d
z&}9Jj@d47~Q%)i>A`%Q(l#mnZ4Xs(Qt((y2)>#UKwjHxxyQzeju1}!o!|xEy1}}<F
zQ-L)pExZoP)P?_B6M#`=MuJhM4zRXIhK=&60QB@JTwSzY{y=4Cw=}m>5Lj@CR{yKj
z<$0c__r5aGQPG^csc^0n$4O*wD=_zO(JSc_fXvCEPS77NeOPkIt5Ln(Xd#Z<kptvK
z3Nnk*-y-E=@e0t*lYt=XwTDK6=gI;3ogPqOJLZ|TJLaZSL;Xb#Lu;5>ZZ=!qh6c9#
ziTl6s0s0U-<Ik$`4^NNJ@OJ)}@S?#TCYVDWwf`G(J3e$TdsNk~&ih4Cj6v6|H4{=o
z*T{RA{ID9f8)b|#gJ!$&>hDJc)wJuij>-bB@4mIOcCzrZ_<w9{dtDINDXHwP??}`?
zC~eMc^~n_b@d87%v{cZOsl<ogLL_RTv#ZmeiJ{Z=3oqocD7RX*hT+YC$pHLZ`EUQl
z>HG^%z4s5WUIBJg(64t^wgj_g{h{TgT$7km-nkmKEbRQ>*1*Jdlj9@=qTn{kpr`rP
z(8D*wVap{-#7jd*&ck4SbkVrsN$qGequ1^>@Ow&!^Kzxjb>=Gva|yU>1-S^}4<}=W
zBVAUNt<_s2Q>IW->4^_<okr!Qa#N7dSX5|}1t6p21Fi#~rj13oSB5snj(OnGeKP2@
zyDX=gyLc<kkO*yU`CRK>9}Wwt7%|iSehuW4L?2_o!VM78+`Erc?i>BTVa_6Q6MOXC
zs+z19`oGEg^HOEU?$~(lrJT^PDl6?dv`q$aG1;A-xmI!jS)pd{!<QY+7i%51Ghc-7
zv~KF^4T+p5>fOGaSuk{J)(~mO7Wke(5Lu3c_tZGHm)eJ}u+P#OBCIve4Og&_%B9}p
z&qXcMYF!?tgDZV$mV%y$FRx2uY!1Nx)A+gqu>&FCJS=sBy8eIv^c6X@3$WARygavS
zXiRWgZa6$pfa^7HsALQG9_~I0n^nCHh_cSJpKI8y3_5`zp1Rp>bSIa$$gjIst!e5v
z``s6$n%NvwcPbto$S=E%&0+U}I_woilZ^kd%N?JpUkyQ{(z{3sMovcTpnV2<tovNV
zfNYfTFZrP=0Uj?Nm$n_Cs+%9fRFrpk$5{4P|9{8`xrl!!68HuW<ayO0Ps`PM5TIj3
zp<!nx5M-q#X6J+xrK_m2_|GYKrleF+>nJz7y{;kJL<cKKYPR{Ik5E+pqtotY=`od7
z7yhFS!Rf3nrn?tHqja%%d2t?Z9C1sImtBSGaIa#QHn5+x|BHq(<vyL3N{<IP@0MC}
z8Fjl$dXg(+CoE`)F4$(Pc^7F4WBxa^Rvj+lvc9@I!%cwy^P~_ob}vl0p1_|(uHx+M
z41)h-@2!L4TE0e6An4!@L4xbx7J|Ek;4%ao+}+*Xf<p)%oWKxV0t~JR0TSGu;2}sL
zaCgo*`QGnUz3<ko_io+y&-rV1_3l}{y7%&4t6PMRo|T<h%sFW1u6U_f?z?hkaT%~V
zjWJa;9cmwuN?h$CrQd3yuWEXB=!-Jq@F?rG(*mlhd&4;A3UF?kQMi^p@@q9J3IB}k
z6$hTvIlfQtOgeJj=l#4kPnulr6)2(nkM(gmU6YEtnYT8<awY$D7(xral8^oVhD=mE
z0A&1Pa+9oDB|9&Vml-#EEZbyQ*R@TKk;Q(`1Lb)pF_@LZ@O^;s2*ISI>UwXEu)DQ|
zh1&CcauSLsc*0-Cuw35v=We<<X0$k@6J`Z1vz_F9iLU;Zd{XDg25EnNq#pchHvd^I
z`QBHms#Fd6e>8^?CEnp$c7E=|t@xv#^UsQ1>N^tkpy*_z{2YRGPQUjI92Oj)oU9_u
z0@hA`E1mP-Nh~I~#yMG#W_F0c4AKb8n(l6!Q&tL$)jBKp_*$Jv;Z#F8m%_ve6vxK{
zZf+#>F)2z5OVZP-E(TuCEACJOxudBc2B)h(<_aD(I~_`mn>*qy<!%4VyvcRx**rB>
zj?=5vFka!pYB61<r1(@1{)xINNw>2pZMH$bnO4SB%6l0T$zb65X?WbU78{nEBO=5h
z^u%V9-&d777hRUQy#5nw{2I3|`MaBavl2?jCx}g1Lb~Zo`ohHtsy)+g=Wl%HBcFqm
z^|*le%JxoP{8xuwfzsx)mQB6j**kYcx4|_Fp-M%09_+u&E*Da_!dBQT&3XS@EVnZs
z+qcV5G$E3@P}!QtWTccy&qsPHd4O~!8}~HARE@p4aiZs``}^ds`#Bg5eEQd@jVWQ6
z%G+<*nUWGa1EuL)%!}_l^bwY5n1zO1@6E${=h)HIm|73aN_*a<mX7!1tM3g)tKB=+
zA=Zd+&$M*F^2y|WCm;RRo?DWI1y2U3_qLw(e9mBe6rQ)led0~I8$E$hMJcXyM^{!j
zv7ShN2P()f3^kfc?<W!z%zH*38RB0%d`(U}y)nE-Dmd@2NmkvdFZ!`FzZQ<|;sV#1
z-NS&_Aoa|<dDx-e!b9zmm%LuY#hsY%@-s0QPQC+5PDR|NSQ`FIGa6B{aFmJ$8ofb#
z+WKRfGMQU<B%Rzp14w*n_>7Rr49#@5VNet@bxTL;u&swrm+>tR4kCuUbh)@tnl|Hk
zVM^*eBh)DI6}=E6EaSa=i0#vHRt28~Q`V)qHJ9|()7JD#)_s-s7tdc$um)uVDXJEB
z2Np6ieaiz+O8EbammG!hcukQkt!1VVlQ_W>^2vQW$iL#79<i9IZr)7}lX+fXVGWj$
z%4CI5(Z}_Wn`aZm+(yY?M@5($OIy7$Fnb^Nwd@gP6{UgyV&a)6ZZ<zBgIVtu*&9t%
zxq<b?{=u>GI*!u=Npc`1bI!5NhG^+;+Yl8ENOVnjESzfg!`0<chI(0c@}pFj#(^NA
z9?FC4UyvsXPl733cs%y0@giQMt|Vg6MZ9leMYM6pMfW(vbh-SoNr0egLQjLA-n#B&
zJl@~-6Q%xLh@N`Iw`+_(eJrQlrJ=!;@?<jcJ12`o4W_^Ol#Ft3hY}s@%`nA<4%x2Y
z<Vd&?!elpade<{l3Z7WxX0qoNds9v|T+bfcgUI4M&VG1PpClWBHgm?8Obx<#7)nwy
z4{{MGTaY%RT76Ex0ok^FOQO;3e#IR>T0D2!LPJBB-vrB_{Y~van%nVqPk$_E^XGiR
z<E_KrrG+L2<;H?INbVs-ia_3+Ojfo+m>IoTr+gx6)!+f*yF?FZYmezBVQ7-S+ivJb
zYM?#^ZEpUo9|IB5n@cMp_3up9p0yq^c<7o^+LjoqNb9Ayhg8P5a0w-fXmR=@FdWAS
ztJ55daM-+$N*B>ZyTRu&L5NLd27iLL_}Kj0)5(!U%(gbs3hf5BHs);W&WQh_#vhcE
zlI2<9voxgMm(z%;KNo}%4KjznjLGL!amN)7@-af_UiUNRi2(b5*Qn1ruC837QBWI~
zfBfiSDf~yDO5sH0Fb_nvCXjC(0?D(MA@uI<PApD6y3T}i%aU3R2qFTo{jI^KUx!Ah
z9fi2<7!6_LSKVm7)}5*UiH4~Yta?n{Tg__Xr$~jAqHZK1nQcF6>bkO#J^jk;N{+{f
z<g*(z;db{U?oXf3+fAjS#72xB))SE)|DEZ3+Y|csEpU_CH?D=Tm9Dx(^OKazxyvj0
z42o?a<+$q;i+_y*uvaBlN=RPmmTJ<iyUfh0Bq2bTCw%&VK>k9c2W07F;qKvPY3lg<
z$=S>f#LGv+P4oMKhfjcyPw2mz`TuDa6{X=)v2?Qbu%Y1<0NONZxU_v;ENQqPYG!tp
z<{mU$TApSef3+w%npy)d^lUAF&H@4gG+c_7w$?TtH2hDwX}FY}Jb-O{X9rUcOOS_~
zC(u#G*}>UO%f-~(l1Aun$iMqI0U*^a-OMdrJUmSu0PrtN-R)`ke&Yj-Ep6-J4!o6d
zc64!e0{ViU(s0S!Isl-7-`}uhEzO-RENR5WLI2Ft2k~eU5gP#kp||i#%@Ic^M$)t=
z1o06n78y76--mw};a^Jlmka*of`7T-UoQBU3;yMTf4SgaF8G%V{^f%IpSa+ZpPM%w
z0rCIAP5teA{&rLO1h}96my^o<Pvd_&sXTu>ivLSaDxVO~|5hhe@c)C8nz!%0r0ciy
zD_Ny$dvko`t#zs}^T>#W?IMSMv##a_r@mK*$no)b>vT@O$Hs+6`Lr$9ksQTUV0mlo
zZC4sWlR7)=;(OV+jgNHtIyG#Z1iMmFVPiUSc#=g`2s0(&=HV6b@%~RbucEJv4Lh$&
zv#z=1iJt=Ho+kIeeU`evD=EZ%4(IS46q2aKNP@xl{bz)+XG4UiCa$|TLDFW1OR*)c
z%t=)7A_3t0AG67w_dmaN-Owyvtp=}Np<h)Z5W_l=fWpYkgWva@_4haSr#EiBZH(wo
zC&Y+V8mVNhEKk*%f~94rhaJgErw)@GGBAM@PPN=dD`y(D=HT#%w=-KaX|b^*%&KpL
zc12cGcppa8g6NLiqe1G3@oX^n)3q_pFPf=pjAd`*E)+#Pp9vgI^uN_cVEFj0;`%s7
z`|MYp^WzjbTjte%)Ex!}APD@HN+O@mXm1T3J|*s50brPlbkgOoT=TI=1}zOmZPP;e
zK&g<1RzD<ma!5EI&s%!$)@H7Ue2c~_U6Rcr{(<gcW=3oEcIB%7Ti5MzhwfCGXAu%l
zZ4Xdt5~vZ{+S)oZGp#f-VspK>AA^t*fQv1P;TM-q%jtSPvyXg{o2r@Axfk$j4NW5E
zY!QB-h1kIUDlIK7CnxqL<ueZ!MmaJ?e8cp93j`^<d#UxpF{v|x;zwz(vNO|D&u4>w
z=&@kUn|XDZ-I(i#wygL)uMz+Gbmi->On%gAOd%pGx(yWm@T=7HH(rPR81>o`ck8(3
zH^;DJ?Vbcs=jDPui=Z)!dEw?vt}`MS-$lbho!*!#kG@ke?8M`Aje=!`y{^+t-cjF*
z4KEzDwYwYNl%%FIxJZ5xIJr{toEYON3u^N&z35Py#>dXiPO?sg8eU@VETnR^0{PH~
zQ``q`9!3-+Totfz?GL$R*+<LXJtRKrr^c!bjB)46-27P!U=HFK6qMh^R@&dc=$X7w
zQT6|R0n|rpBYkG*$`1N=<Sm)~a8@21XBMxR5V_d@OcRli_4IPFSN#Yms7qqC+p{No
zdqNmPv`WwNmb*AN{c^eWDUmU9Ni4s$MrBA7F`fwmm3RPUoe}rV1d%pAMtCt&c<cyk
zbZ1|iMSK%>MiXBOl9{=Rvh+8VJ}bH^MF)5_T|m*r@(IX<+ch&j)*)H0sS3%APt;{i
z5;%;N((YN+HEer=5QCMK^;5L_JHKuS7aNoWC5civ%r#>xJ*}&cv}}>|R@TSp0xj5O
zEzdhYI2@X3(Br0w$j%y4l;IB4z7H|Kwrtd;_J)q-maoQLsZL~w8#PY-GBc_OIU~l)
zU8yfQ`&t;+Pua;L;VQj{ceHqQ*I=``ikbNe1d$1CY~<J8LhfZNHMQCBC1R>{eC>z!
z1-{kQ+RC7<{&Q*Mv3FuqA(Ff<!V_?Tu=@^Bii}<v@tHUcXYN>DLVHMrRcL<_9=^Z7
zFW-d^rua?om6eqhs)l!GF5Y32g9E28LLac%CteAQze$LXR}c`UpH(g!YbVo1tS?%B
zL^H0xd{k67=IWueCj9m-?b?<t9#$Zy!yLRov%<iLlZc=2>|pQPy1Zg&6_&pigqscO
zg)%83sd%@^oa&JrLGz5(=JOh=psc!*lKjO25wdZNnqqH=-BK(=|ItuEHea}`B28I8
ztJFH)hEzRPtBJn8zE!t9Sb~`QJ<^F!xC*r}Npik)%!J^nM+g#*lBOn`_zGOR3CL(Y
z*JPkG?#3H2p}|tcLNivMC^^Gm83d{?Sxw09l~F1rSwMH50ftDKi>FapSP|h-^u;A~
zG>kkyWX(q5$VIfzAA&AQo|wMm3SiiOa^Ek-is+R@EgYswNOwn1NF+J5PHN$QC);as
zH(+96VR3Doa;qHz+AHm$a7NddmCQ(6xvUPQg{$Hl!_l83mA*x!GSk54cLUB&my?q_
zXH-BMFHQN$dUkduiTO-<uLPyzRp#2mFd8{^5~;jvT3Td}`kewwMaVH|EpQT}KXSTm
z8<eE%rraC5YmZ=SfWRUo<h|OpJ4QUfxM43%d;iuLv8+d|#=zrn?sHxq)$$LEC~cZS
zV!T<-{>kXcWuN*T+n6N8oz^mj0@+#Ag*YBJ8A9QcXbC*CUdp-dC-eDJBk!b#K!{d2
zPe|TmYL(}6B@(?9_7x;9L|WBED0ypaEot7;ODbEatXa(6LHyu>mCZFcbgx$TAu~Oj
zPQL#8hl=Jv7|~`w3o|{Nk2C3m49bOuB;|2T{B$`X@)Lv?)LdyAPcO_aSc}y-=ebsJ
zo`_R2<LugP#(I$W1^aA!Yz+&2dvR-+*a57fjke_BI|j^Y`G{FgS|?*PNiuZo)qcJJ
z*AQBKtOSO&BhM-v{3Fe2Jh&!J5lf^zmG5H!Pec%u2RFeY>YP`PtWHsNAbVh4CK~De
z><xld8_kf=ie#h8dR!3^h4Y)xnSR-I8Pvh=vp3>A9S|MKLo_P!gjo*OY!`~Sj*UDW
z|MLp({LZ9JwvJ`;&W1rXh>iHge!xmQ^Ra(@*PWBzmMfbi3K1KPpjv`)l(@sUBV>$6
z&G-gk>aw9vZzPBq22Fnm_}ItxZi#j8`+_Vjc!BN##Md3&w<32KFa*pEH_?TcEK9@}
z%CM)RZt-(J!#DgXc_v$$&El<#Hf+mP%ip3C-VVfubrHB00J;nt6tJ880O^-zp(kFO
z!Z^9zMn|K=3m1qyaHSgJ9vgW}WSSlM0H`Z;jnLj+=`EMFr}vCu97UoRX=&5_h+lxp
zR-t~)%4bHMlsmU2TqSLHG;C4&c!LjW_gmf7?av6c5ZUl5dPGh-!^0K0X9XMUa3WjS
zR%V+*vtq{a!JlJ#FpE0B5VSoe^~ORW@ukQ~{m!P{;|GeF7UYf>=ua`Y2<OH|{V8in
z9pj@BAWlBYowC-*P!9ht#UZ=$^2Dn_UYmv&6!U_>1U+(!;WHxsPkiR2l5zi_2FfJA
zqg8<Z2ALVwv@9n+(E2!5GOwyA;+0*>p(L-XNBL@oR<O`?>A)#yC!p|fYOe5&Waj&u
zf?xXDRUz?l{37Ww!hIO872+aDWti0-y%<)HJH>nV_^e&KX9n~}l(n(s`Z}VKKk?)>
zB1wWn2*)sUdkUIy;C99)bHt}Sbq4I9cv3LB3$qWHtNTt=IlR)D6Z1&}2>J@|$xM%9
z%&0_X#jgRbAle#huxyrCr6WQ79CcdSlnY@AnU|!+<Kl5&w0Hvk@NFMyx0f#u7FU8b
z+E`m{B220W9KM+k^u0s)iaXWG-+)d6MvRg!)`;k+=-B4s#Xd>EKae1jrv6cj@qSUq
z=M5-Z8nJV!pSiuRJLtmm?#jlZ#asawP$Tiw!0j)x(lKH&)0LIwv_3>bqH<*z><Bh_
z65z}Iq(Q3H?uW@DnKO-6dTxX|o*o9g=xHL<ap}h|5I-*ukT#X8b|<Pm5D;jcs?viD
zG?iocAjUpmTlF~vsFaUUB6a+nfA1VubH#F!?7GNgT6uReHPyuo$p|6yxyd*ijkqZf
zf6)y_wJ8}bWqAw~?$5Y1%HkE7AO1{^%>46LVo>zc$LALZzRx&bpr?*xY4MDqO%S&b
zK)7pYaaQC5XYdK#q;ux#LLapk(1kH(IDZfjdN(KjnHP#5%{2L@BuK)<-|^uLxqn{H
znQn&0M`Jt`8rx2r(~gjdh`CV6&CEf&FK{xxSg}Op8fF*}P_;Afs=*MuT8fcbk^Rb&
z(~c2VXbbJNGYjKZ;AGQC?T6?vM~pmu)_?fJejoon4O*{4k*q8SMkQ&q89$6pMZ@VN
z@f923&i2U&|4co8kjxFb_&^CK@V%{{BF29}{vzyk7%{&JD$)n8_R{huBuKm8OYUmo
zbZ0mrWm;!ON7Ru9v6gVrHEuJ7ZMS+?{*-w5{y?sT%@NF@@`?IGP@whU<(=lvhFRv1
z=E%r|s;Vn%>)nmbcL*dY9KeN$3P}vdhi@eO1;?!7Cyn|dKjw?!h6}qf;M6lVHCf8!
zF@~YkTkh<Ve$4-MwoxpQi||<BrO-m_<Wyg0>(NKm`|$)QLnd>%HayEj*yVi2b}qHZ
z!N9=u)NJn*AC4VADgibwyZJ8T_yc=ZzgOX_^M~_;ZyG5)FG=O9ubO`a1Y*Lz|CsF}
zzvQ=Ap=9k4QTOfW-m`LsA9eNSW-iux?*<3HJHK@<kPo<a$+59mZ7-&9<L6xO9qJAU
zsQ&3^4L`bvtqK@!*eR?W9=%?@`zEnQVQ)Vi^O7=A?JoM^M~T8LdtLMHGFEp&inF0~
zynM$omo$aKa|Qn^$NM1u(_czA_j7aE>DTLt3$bIwv;J{hExXt)TT6Q!<lopo%$xZ6
z!^Zt6?5?&xmYUq%eF#LuiGEtSLW2#03j6HMtv+li;11b2;byEJ;@%pCJ1$XFc1pbT
z{CQyzojh2e2tz6+OiMMH_deZxxZd3t$*R3dhkQC8c)Y$+<XJ*oSX%O-<V(p>I06B7
zzz7YM_WMV>Xb-Q>v$}sCWo4O0l$IEwwC;VW?S*I79REzne@^PhS?WEj@A9qk`ALm%
za6|cN`NQq<uevAosE{6^gw^{acIUgxhhK-fCK~<|Z7!=FNw2@R`~(3es>J<qb+n6Z
zID%lm83MTOSmFZ6iq*<i@c(g>?}xe2Z9`_WY_n;zZ*yYv!{*i)DLo7oiZo0^D~+Mn
z&o3fU5F;|%aqe_MwDOpR{D|$aRxLVV#olPoaTs>_)hKvfH~90XmD{uX+2og~VCmdv
z`KJf=(beY?o%4DT&!SG4yuOsLQnQSR-+t4(r0Tus#LI1PRlN$^K6MVd;mcOgGa^I5
zT79RH%XcVyN*6Nu)58UUAAwL3RYEr=c=XQO<{CA~(N5UkU2<>7@OW6^qp5&&lR%=R
z-^^?(R4RDu^z&wP@<5+?+t-X)oh)h`9@9_+y%(RE(N><uh2}*JCox54NEZ(gXhF}K
z@bFQ9nIVXW5I`dpvB=-9l{51dY<6c+G}L)xeoUU6$JlkBXc>=MXkmj)?hz2Ct~{lT
z{`BC_X=(V4ZLelFhvU_;m70{+c8*N+CJxm=#M5uB>|uT@wd&(xat?1>2WTE$BPatG
z8Vh-uk8QKhB3Ct98=bI9*Hv{0GKqdDlx*OJOg`h@I2(kU$H12T&T3lJ(pLhNqPrYh
zPRXQkD=OMguh672=v_%lK=6%4NDrDiQVjwRvXjp~{&42HDVNSmcjpVD<i>5!*@CMH
zhOd|Jut`EWjJvnjQd)Zx9$LlJMJL}-nYEyoCpYe_QEf-61>Y=uQ~138o>~W;L;?qx
zIZBLcn*gaIKKaI2W?mlOwR@xRuAMbpQKW*PqbrUjZyO#a7#0=0HFuVE_2lPlu%C0Q
z07dO{6D=lGhBLaJPeB&<5$ckolI|q0rlw!rHx%4oZwI1nZZvUy4-F&tHP;*dL<U8m
zL2X6!3!$Y`VrcfbN-+FzUtRQdslLlh6J=@u2{IW(7}3V4<P#kCD?u&TvyGnAhumpQ
z3U>jx*Z38pZ>Ok~g2<+u0gikdycEc2`xKqre<I?7-1RDD1kY?9m<TK;5oHNMtOxIv
zY_YPnwZ!G^<LMJDo&NLIxH>Z)B$E0JMkYooVL!@zc{jJw^6uL#ukrQ$fzGAk>O5bW
zck{nq=y#2-sd@O;dToa@n~R}v=vYf!w-lJSqSj?34<PF3mVvhDAOVR|3ur=;xZKDL
z_`dHOzKb)pCp4Fv9I=H>Od8=g#j(N)KlFGa8n3y9;5t*r`Cml?XWpJXXy-ieFoAkQ
z$&bc6zUC!=qJ;4+y`I($tOZ|%uipRMmGHUcH)iQu7xu$q_lHoja?yZQUd5laNE4{N
zrD`Ode1wIl)JeFzQdd!dVBvT05#YR&*qb6^lOnKivYZ1|$1hS3I3fA*P-ytjWI$KT
z12;{05m^oX<=1_o`qHv8GnGrvlRCw<Ku3-@W~Di79kDVn#dq|3ID53*Z&kDB=`<~C
zTGo{Hf`YZIlE3UuqY^Xh!6DxvcP|N<C@@<UiMlBJ5l)Iq&U^yFol@eDlkahGelnek
z%q|4KXD4d>utu|o7!|^>hA|fwoXzOzU4f+K<t@U9nv4nEZ`eo=`f*}7`5Z~!*dZ2O
z&dkwcc=jVHIIo_k)Wr8Ynv5jDDYCY$-A|8Jfp5yzh*m<ZpWxiA4U-MuoqEYik|@|>
z)QnEgXY5u%1A-)5MMYbBAt++~t9R!QJ));xDhg@e1vXcroUyYh%G!>2a1nvE>LFAw
zJ=!P_bTPlk_94$Xi2o_$`;^$I$y%gJ!m;jWYtu$w^JsD>g_p<N%h6z=1+V)L-N8f3
zCPM7CPgUsaLiXzK4oD?JefcvEptfA&IxypGSN|_3rc*|q*8bnPE-*fgI@}5Iay-wf
z{ypo8slffarhK}94;9aw*T;}W_w9+GQ~JLu3m*oOJHCCwZrm|Cde`ON<i4@9M(SM`
zAjTtjvz<3m=P^gU)ZNzga|<}xCD?QIo0SPjp{w*%PY1-nTpDn-9S9r=5^Ha{Q+>u`
zlyJ13<=vIviufpse3ja<d%?ZFTbR_rwvH%2J5QkCO3-l6e*9SAk?CLSxnCs`+|)5S
z3`JDysZKih^pafySw-HzipdFQTt&jL>7DQ!rxyRk?G-Qo{MwG@uSU7wzWF)SP6%{R
zI8Xe(0^`HoK^H?>U43cQI(L01Qq1X%Q1Gprm6!Oqxu>U*LRvUtUjmA`m$OLTG4bN)
z#a8$k#RqyLOCtemV5q$sR8wB8<DS14XYrNzQYNMvO~A*foj13S`FK!>#PTlV3yhCz
z5x(d-RC5X;oD(VP8+c0IZI@b}G+&r0-0{7ASjfyG-64evci;bTMkl$6BC+pA0tf#R
zS_P_eLVU+3KEky<_&c{tcdfAcqI^a2s9jJ|oef_8JXpzCPufVTS}m!Y@n<y(Sg>=_
zUl+k=Kva_?HbnZ>dTOL-@R30CnVopIz*Ku9H)dq02O<-f6JtN_YI9?&EUf=AfBMWU
zW@gs(G@mK8&(DZYNGT05H5rzRua^-wz1y01tjg<fje6Zl)D~BwRQL%UkJxLh#dc#Q
zCCrI&w{7e0kq?%sj}ZEdj>~awpKV2cH2sj=mBYmeCIBlxepyrMyIwDg1QthSy_RDa
zq@eW7+THKHyPGH)Y#v?p)(y6joRwRPg&XsfD2io$Y|#$#Y3m3ubsGF|Hg4*@kO@B?
zrj_f=MSfm`FJl^5f}BbE@rEG3PEgcZEWf-V`3ZItvDqO?AIb;R@7TQu_>~ishbW-{
z;XnMmCwnH2(?LNsM{MvmMH<Ee+#H+(9);p}Jd7E4J{3Bx+PKe40X~e!mjEXK2M)yE
z6zcblI)VH%FJVt5qU&8f0y?#Q5f5B&%CDckSv5?ee(vCA{^=zJ5_n}N1oeIU`-4l-
z+}xZ4$MN1m&iRe#vaZ2|uW`78@{ea{g(z`8YuuD2qB&l#iz~to=ljk0LS1|41QFK;
z_Lq8M;5H`%&2h=YB(WUVUKrDcCq~~8{q^(?dt;RQf2H-X6M*YS62<Ht`C&aCXS#h|
zJ05M#&R9atIsqX=jWexgUJBX249-4hd2{*;=D!1p#(s<e!QWeln;~f+J_;KcBUwBc
zeLRSFY<$!!Iz?uUS+%Np5AS~`^=S|%hG4F}#3zCpQ;9$u(L8KmQPZJ0Lx;cAKyQH?
zhSv~Cr%m}~$XYx<v0T0c<U|N3Xw*L|429E)zFu#EuFU=j_3H%jEZjAsUyMbty68MH
z`BvxJQD9~v5|=;Xl*I%YepLt}qXcKmqBXAxT)6lvDg0orAIKaW|M;@g>yu%F$n4iQ
zDFt`U6e<D9&!IQR)wkE4?vqR;;b@!5%w*JHvhqe@O3nb|8GY|EgKIKw-9a}V4Oq!R
zS{rlPw~yFZHn)P-n}_kx8{pol<X>njiZ4V^ni&|&-QrzQps37hc|qG>0&{Za@vn6i
z-Q6V{dRyeQaF3hxf{5tT+}10gGe1`n#f4BE=&z5G7yKE5BCeAkuD?tCbPhg0XJ75h
zI$x?lAoBU)fBWz~_@)jxfIT(^j$|Lbx^Z^6MCmk`9sWZ^HoMWpzpRdRao>g9-9~N$
zx9etMVX3OJ_Sf=>xTyDWZw{Yzn+76_%kdq`b^Q?)m0C-|#y&lH!kJel&&Lo}N_10;
z8=RE2TJ3;~>-E5EThttMW^-K0)rRs<r_c=vwzcw}%dgD|+hkkJ9x>bv+wf~o+3rTz
zblBBc3|s7{%(Kv<vr4)JRBEM|w$L*YCv8bh1Sb3ubZS~tJ4<4E;H=Y|J=QgUy5~4s
zamS+<C0u7xuTm8Bq}!8GugOBU%aKx%u2a!JJOU0C;}}X8Hjgx#igXLamR5{NNz#;s
z_f~sVZY&icY17nz3Kg8a+ws4=qfm|CHWmxd+}jhoI~TmReJqrEj7H4ejT8fqNy)tR
zj>11(T?=g$aKWYZ@;~@kSGzE)JKH;IZKaA*(bGZ<k?(KY9zdyaFDlx8d_x4rh+yFt
ziq1VHex#t+6*!&vW1n%%N(tq(7P;tN!Jn<3=yk>$l1^M{hlru%t{xc2tyCtzk?!a)
zsPMBX`Ud<L1;hbg&6i$;wrVsg2+wLCszl?;NJGDhl$i*EXdo5|HS$ZuXK-mZ8Oks_
z5v-sY9fQ5w1Sfa{2ja>G#Pw>}L%tBB)w|gr>D#N=oZ-L%M8&@*`??;Y;p=PDuz?Eq
zO(VYVZ0}sgceltpqc`=$?^M<u)5#;l35ZKJ<SG$f=Px$>`m)UKv+sZnE6n|B{A1*9
zoXAYJhV0tiYJr*<217!?)D0W7_Pd6BqJ!R8ZGClGrx>czK$KyJH9E9(kdRo3aPS7@
zelhZH?q)@ECBWk7xM7B98ne;VA?%dV*_GnS72SswnOw2l92c@;mP|rSzph^l&%W-~
z1VTi*D7t#Hcv#IXv>!TF?#|fGYTI_crz8=S+tb$+^SA?1u1ihmmtzQNmwb)L;v)3e
z){TtmpyGzeJ$80k?MB(A?w0x+AxDK;E3wPd<wx&OdbLR~LrQ;6SAQT~e$(G;O38-j
zi1Kw-j4W%9H+Yg6ZjRrhDF=(VHSNEv?8yh=f&G>Hk%0(dg-!@mqnd0Qh+DzRk&wso
z33w2J5TG3~4P=IG@B-*@Scw3CUoNX62?SAJqM(yB#qo#%J^a}uVTY{vgzAWFg}R7g
za_`Jk)BsZXe*;>IkcRh>5F1nzCG2%$7a9f$w%@a(q>04DiNpyGC+!|>P>+pi`(+ah
zEs_Z`6KZKYu<xR(s`}&N5;xJ1obvIyJc`O&goNgfa%V5AucqEL;7FboQg|^4>=G#E
z^yz5PTm0rwTGiOpN>v;fh7JYVSP<ZKzaAc4>q(lRpK(^LtOBb@eU3cV-!H4HYAUDW
zsXrhG3@i%_+~9`E^yCFT7?gz@qk=4q58m7)B-g*;E>C^0{7)CYhVSSkk=j!46~h^G
zp|si)<p}U%N>(%FumRamFGvJl0?Up3ywM?fwh4xWj0rb0{ciQ8xD){{4U-+a^fAI@
zmxSSgNd%pBIsQ*{jjx1<Em|Kqe#*2wSSUI@C+7D*vS5oTAWN1bHb@{8ENX2;LPX$u
z|J?=cMcek)E@|c{|A*d<_u&35e%qt>-`~4|;*{CFs%e}|f=n@xd~+JZ$megkC1&Vs
zP%ubzw57~8LrM!P4i~=EFSeW{CN4kj@LjZ6oO^fXPnh*M7oPb(j!j|{%u$D=!^Zg)
zIKcLk#ScGMdZ(4nz}v5RQ}0KMQ{B23*41V>>Iz$%-nj?dbtyToE_ZCwXDMi4F4Ytg
zBXg5WsR|n>JR(_|Zu;^iul&;z=T($-pCQF)XG6pE^lU+%L4@v(b<WeUa$iRy`l;+{
zV@=!o`+>_#uePjLK~044)Eq4r%ZtZsHY<xlLL$l6E1@kXz9<-(QCNIoj6&TuUS1^6
zTfiKgwDPrW%>$7G*ex9;4I&~f+>^X=FzwlyI+5849j?m8n7poLtLP!5S$k60mbq{;
zb_<%OqIHfXn&sd*e{xq)M84135j`aRyR5P;WikphCpUNKR};sgHU}a!qTfc!AU`pw
zR;(wiybWKux(Lg@+8!rbiyAD`msL+h^>*@Au!ovd4t~%RF{%r1bP^1lqC+w~FjJFC
ze7L1$26UY)-fadC+%C%g?xY?MOli(@L>50sTs%~a`R!uDA`wapK_@XF)0@R!fbQ3?
z1%iekVGB`J;f7{98HP6AkPdwahU*o|*ju=PAGoS9QN_#;{AQ>)AOwX~c(C|+-`gSS
zWI0k90G_hEA2^#P+84|ev^>s3l2q@K5NQtfWACZO>ySPKRi2l5D2@MqZYLw?kgl?@
z(2Fsm)j=g(?}w><?9|zQb(oVK-qJqDEk@!82KtDR=<rUN7Y!AULh0UQQ;+3S$1EUU
zKs@SA{lLHv4+DUY#b3i`z-6EEh><kmjO6cQ@6~fVNJr#mq>k}8AejiAU=Xe%M<HQ8
z5?lXlJC1#7TF4yr;#4mBuFJJ2RZsnWdwcVD2Q-agJoL|o6kQS0+Jh@yh&hw#o<F2*
zl-<8PXFIyw`8s`6Zb|&5L;lqm2iXTdD&h#DDSfMXeCO4>C8Xj!zR5IE9-@0YN?4EC
zXYR8|2a|`>o{*8|u6y`cR-Nvwu{6zX4|E~MF@|ggHn*O_URJ&E9SIj_^J@$-#^cw#
zbrlzyGJG2vGN9=%_?Fa<yQaP@=juUvp$nkTv<2f&q3}`6>mG70($g94?MwrNDrCWD
z`--MYzFtnDtkpXo=vg|)&!1E<1$`VBv`67{$AktM-pf#vjs^?hK%hB3Wx0N7WbYS~
zD($0tPjtD?TIcPVwWRL);Rf5<Qpz%+aw|?Z?8GsdNXYSQRe0dfyxPXIhQ9?;d>c5k
zR3P#%fdrDVq@DOnAZ3r4>A%!sk%VPafdL9DgEjU@XJ+O$ZH0P%4(RWs8>XO!o7usj
zNtDe<Koy3t6?{ZUNoy7-GOLcN%K030?01V!@;waY`w&}|-Dq{y7(3@{*Xnjiyccs{
zCY|WVYP$)DK>au|slBCL^kTGdH6Hveam101w(g0pRM<c#R0<keI#4>1h+V#1e{3i;
zy8{#P$`?P{Kl(Jn9)|x@Z2t3xx<~+fV^f=Lt)Eh<XI%#j@v+n|5^Z7jmbKCC&wwzX
ziS)?S_ky}DQW#7p7Zj3&w%~fFL3y|!Z&Aj`1f`TH!_mv}dzqf*m0D(Wgvw!EG=8X$
zt!tn+Y@Xzb=Jj843g}GOZ$gfL8HN19`ArTGgjcc4`HNAH50`o+$NKS6{XidXqPftr
zDZ_2iw!?SAk>fdcKw}J$RxkIx=Kjg_D*lW1*M=QA?6kENyty%qWkbdDeDg=L0PRD#
z#7I!5zYe_GtFK5+p~f77Xp^f%5Kf!VPn=B#yrGWg6jVu$1b(7qljSlJE+9ZZ-fVQ{
z{{Zpda*<O~^v>r0jEg1!BcFN7{PRH6e*Gly^9Kol9e?xc1;oo;l>bTjP;or=^l$Er
zr~PcM!ASp`X{)f9dSmzNZ7x;3L_UX5$4|UL6ub81>vqD)i@tzp+g2=@OWoC%mRjaI
z4*V9x>z5uL$N0$u+a6rG@9bLfS-!_Pepz=pB;T{0KH}LwGVp!|JPKXO^tsaef(OuF
z?7R9$KrOwZ%_p2*V>22V`8WS+tnSbgpPc?WSZ2$%UD6#maqRKbh_gi$B9Hgl?Y2_M
z`H5LE9X})euq{+^QY+z6=3VjBP;$ARt}ZE{wn#`PnmER}YDC_gLh#VIxWnF%eQz$S
zHTCqIF#M6Kj9EbVFgoU)=$o5o!2gv0{jrNAXdm2gSU7HPe~D%yHvAEj0O1vnb9k}L
zeIeldaZ;z~sRL5QVGtWCD>}C^1?pB@m@4R<B9kk%s(B6B2`lD}*vP8dYzdDe%}C!S
zecc=u$=E8DFvXROx!wI34IC6TDp48YN)$pGXH0-<iuaiGV{R3qyiTmJPqi{9V|dG8
zJzZu5=$cg$#&V_8pMC+kQ;7-I43z}Tt}w<)HlGMkM8$8jA;LylG!KLfm|%F|P+d5^
zHjV6GU1SM2_O)r$5yJ*%pztHUA0#%ff)rGYM2J@Eo&^PG`jV;%c~bqdWB3)TeCFA}
z)=akh4$lg*y+yonnd31wIx@sOp2~`P4813w%5L;x5d@iNzyEe2u_Uf7(Kk*UadRZt
zodVU6BW4i9fpD|`7);E)8f11_Zg=1PDCX|S@}1NqV19BgY>@ccVkkXGy|k*zD`2Cm
z?O@wrp~HJfBc;$?OT%*fqoe)F-9~(!ir?+v&`Gj!Thz<Kq)=Rx-|P<;GcwX2C=YPT
z^6%S(5A~MKi&CfiT3eTww>&8rM-D?#KzOszF8`M2MQPW&hn>Nl%dcKJS+C%WMymH2
zpY1CO^_^E6^4jKoBdS52ffZbEGh^7=_Yd>)`T>gZ&Tk^sR#cieIKfV>%l=U>Al|jP
zzbylv&yNfCM}n6{pL&qb{Vo2ba?WlpOX{9jTI}M3?Z^rEKe)C_BaAIAi5}OzK-UjL
zps`w*3<Fc|Vbp^uRefRHlUjT7W6qJ<wlQAOlI*{Y#Cf>U3!hv9$Sa7>j=Z8nAgqRF
zk`UgTjK>%DlQ|R(&}DdFdC5`}@~`M5LCZ^p>1=CQ@QvB9#$QUwks3dn^pjTg4?#B=
zbPvo6R2|Y^1b+CK({ZJn2A2+n<%lK>5zKARAEAqp7%lMr-;^p`^f$LUFr~(t7NBDf
zvHa?2d-6DG8sPSj|Ay)LuNltEe~W|vPAY6I<6?LJ&&0<68idD_=B9HI=tAs_SqA2F
z$g2B7M+z}m7ZD2OJVHIzCz5J?SQkWgc(h)T>7qMt`IXzHeNh;Fz{jGC^QR6Djt+Dr
z#rlHjB=!9G8TBpBl1%)TMj!BAPk}Se*_k&q#RJ=obbayR{^8MO<G)q8QOt+^v+Rq@
ziBB9f(5HZq*t<r~H+xfy2X3w|ud54&m6tz(o4;uOae<AKWLQ(Fpm_Q|j^=YVe)wZV
z^INni6<w|ZickYB&6o8C+>Y9v_nOmdlZt9;1vdwC)2pizODmrvi(rxtygQCGLYJau
zlrZQv3UbQWM~-3M-Kf+OR}_KgXEd+hR@!Ifb$mM@Gegk`)Y8M-8QPY(WQgiT9z=}4
zHVmP+TX_-1wxPE3?lr{i2IL0ktvspojW!2Yz189!q;qb(%K*u0Ai89P<`ey7Gvk%<
z1#2`?8ove&16sPG7(_q_=H2Nps0jH>GQc?05tjkyEdeL9X6-w&M+>r*B8rE02$Y8x
z!ZgSX*zTk3)%C}M|M)@NM)Lc5Nm+_X^-I7t6o-)xD!V-qX#e;%pNxk4H$KL+CF;GY
zGLEfM9-p14+Uot#L)8}iAns6E)n5C)DwBekI|Ye*A#CIQh(a2~;0;t`qeXVm95GT?
zPxr{)D|#BE*QEq$M-v*j+;r^H8=@noCcpsbGAaIiX~3iG1niPdabSwSb2IS3k7YMm
z0iSai@Q8-L^_c*fjgy6dGxdL{bH}eZwU0pLCyfo3tMknVm<u}-U?&{nfC~;<yqF)}
zB9*Bllwm&7wZF8RCInXz^$~*3gt~s7OL<O|?qpsL?&$utbo@<?CN=L0^8Lmo)s%}x
zX<t|%i6MfiTXv6^{R;}lhS|aJmzhfyA+bcm>@33WoWE#gv;-{x!+r(25E=74A$#|)
zmv~{eyS&-WnpLuM=HyQbhS$!YSY|xqd=9UnD?uO|X4EAH=;6JhS0pmb!rh2AY#;zw
z!Kw-Zl;lWg(U6(+Un+sOi>Ho2>$k!8T!mbeoq`-_)e1*xNv0r<DMsor1<7r!y#q9X
z^=Wf!4R3*#;nO~5KTyvdI*HE3D<ua?7!gU90Dm(-fAd!%eiOSbc@(;G$zP>bDvxTb
zoqGv-q~-w^A&OQim=_0f+6gf-TJ-%nzUj8vf#sx4V+QKk^78W9vD$g>7N!<W0|}dw
z*#UHE7{*FNLqn3l?bJr9<Gj@rE>z!Pniau3d_*|!<49dO_ba3*<Yyen@mMlp_ZBR$
z@rj8|daflK9h0ZLJV0&^Vh`Sv5mj+Ih_=cC?kM4YAtF4igR(g9)Pt>183;xog&B(g
z_AaJ{*>gZg?hO#KJ_#F0<%rDC1dLodM5#KeFu4pA-g-uWQ!X}Q({bTuBbmL*m6{>Y
zl#s$%9C-04QqEi|uxfs1vZK+^dW+|#rP_d6R+OBykA`YkhN?Iy0So!Thi+R2mR(%h
zbMCpMqOq+=lKKw-0;NY^y*O0lyx!G0J3*DoUWpg=?gKWY=kBvz!P{l@FgdP##Tz_u
zkf2qCgcQQ<!Q-xh+}E!UzCCepn7ZE=>LPcxbD|=9?0as3iWy=0>#58a{`N>(2m{St
zlMGCD_U(3^lSxA#eDC03WO#HSx<$BXfNf-iU7FiHz*>m=X~K!`2#Hd_pJ7rx$sN(K
zgZnmZZI4=C<!HS$j>L8FoPYJD?c%Vj3-PJ+Az`dg-aojT@#ia+b*;Oteh>)~=VRWB
zz6&k5WS2l{ervsBY9!GzmMCbcf<mXy_6K?jKU8NntV2_8HCs=;Mg;Q8RM*(l-eBnK
zASyg8SNhMYeVL=r^l|jWrs(w~$w+7SmLn=dhTw(Q7gr5#8zw^%69Q=eKpf=v!CK_x
zTEwg6V}WR6x6!!LxP;WCp0kzr!D$W2{(QuNIVdX!=eyHBB=xj3y_hUnkPrjTTf!cs
zH9YXfGV`Br%Lzlk-y2p@`=p}wLhXh4in~9r7~hQx$od8`4tn<C1UViV`GXfaiOD0r
zkN5Glueyim5Q;YFP>s%{(M(@nEuE^)n|kk%qKrjT$2-b(ZX(AUi>92@LJ}SkuBHx$
zmUe==>3ClE<u5KA9Gq|P4%+S2UypukQTu1&XAL~zcdWQ1HI^aX^2%{>0S;sAfYj6d
z17_<5=gaP66p~VBcXSd)?^l0lu>X{<APO4$cIQt=I@_MnIyo52EZar;KR9PjPViC+
z<AK-JJzGRE{vpUiD~HcwsxVp2;D1=*IRiH2rU{*7`(<Q)D)e(av!*!m^F1r_Buey5
zmx^|S{6El^6FAz3FftVn)c)Zb##GdryO+rEZttYkl>V6y#xl4srOz0;KEAkHaI;4z
z4lgEEdmDgGVg%N@QrUuUsGq%?TsWsIzc`TszUbe~c&swXC_@fQ*VA=&c62t)p#8Km
zhDFQxm7!PY^BuazPS+n^OQ~;Rxo@O^^bfOPCvs#xe$6Go&pP+2rW7_O(Z#q~f4yS(
z2WDL;x%C4I1TX<4!YBihmwHo|?#wI=Qci8%bAp+W<4-;?{X+s9_Rzt3G>Ce3Sn(Q<
z^BCI<2j3Ry5<xIswjh%HyTyzkMn_7^UJZgj>-7{%CrcFHqqIg7z5Gc`BwjL2D<Ezw
ztDSrNVr;b9)4$H-{K1#UDn6vrJkqje_DxDg^5+FSr48?Ayegl@KlmM?Mg?P#{9n|X
z4V9{-^on*I$uv<<HGx#o8@$p{HFmYtXFS&<i~0y7*w^9y!vTKe<;OQrQ_JMVUwfY|
zRJ&kv(XA0^emqjM80X)W?(T_ZX?vwCQd1bgwNFL(;w6_1JM=s4|4{OBXrXzOakCEz
z35kJ7JNH~_h5<q^vJvxeGDBA|64R$y+EI?4vBKKpl?=<=Ty0<c;wM+}{}4tzKottQ
zP)vE(`jw%$2|=-6TO(<}L7p_<kZ)4^y`N~q7YoR1WEg7X_`|z!qnsjCzrN?7EETZ*
zLq#N;Es@)d6i*SDLbyBL5pH1;t_GTRfxgn7qkqGTt^XC9-Xo&=hrTAqvHX!QaXWt_
zN6OT7yCM73RToQD$l*(|0k9Z<5zljv7cY;#gvJyC81(jgKMY_Ql$yv?b0iB)5&k2g
zdGw|yK_nkx8Mi$-|L~7AEc<z=OM2!XdVh)~5a2syjuGAbhuU4p?5@ulAiYH#|4?w|
zf3*CqCKxHB9(RdiWV+Zq|AX;=wEV3OFrtg1xYWWJDHjO-!R9|(2=FczXd%6(73*VK
z?2xD5GYPkNFT$cy1JE<YXhVi_Tm?^Bq@})MoaYUmba1Ke>viF1^xL(UAEu~CCd*;4
zYnReOy!fDG6ynJ85s1l);p&fa^RXS2GtV*XUoQjyi;O)H?+JV5Iyy@WvR_XT=9fiB
zR|I{PGLGrYy-yKUg;fBf^&>woL|nwHLN0n`cnpNrOG``rHwk}*_i;E<{YaefjLSUN
zc)ygq!w(1O>o>%WdT1M-z&AWw&N*sk>Gr5Wz`prdRFo1M%XP}S{dH%j-F+F|loAkF
zHR>5r(6dLFhfB8J2&~D}ssc@ov<c?&y0v62975fS^P1uyy}Qqu;Ol2nUEF7jdTlr<
z&6=#D)rtw0XiD`98vY8T(t4&!3MV}p{EyV|!BvGt3_S1+OcHezcC(tAn&u{ND~nyr
zUE*RLy78LNf)XBwH{}bSF?8xCt(yA6kva1>Vjq6d_<B4#1vafAMQqq`x=<AD`BNWi
ziTuG<WJ4lWgdh16nHY_%G^nW2S7CWKHz+h>FPG`U<cRsx8JHllFm!EKe<o(;_0pc_
zv#xE}j)|OJAH!z$oTb0FwcXf6UNb?`VbVH}!%(1zI^1!s+}+ujm|UD+U|sTuE;N(^
zk!w&)-AZF4ea~lyWTIJ1!^4MwDfZVqkftNWI*e-Lo3gkY6{{j1QTgxa8|z0NTf0AB
z+=*g7rvk9}`zu2S(aj_Tz1YS0qQwfuFz~vNC7%r%9IrmO^-=8;mjbc%N%hohDE^Xj
z$D<Oqbx4p{z{I4VusJ#@72S1Wwm4}H^(znJzoEst!g`8f3H$y1fuij57;(>PTrekT
zU%w7WX!+DCpxK9e1sFM?$I5{BkX`s?Wj-&@Acom$#y~fL6rqKNo;ldX206_QgM{&D
z7G`Tk3HBk{SdS?pz6?+3;jb6c)?1CKi$y2tla^6}18-MGw#Kq$Lt_i&ZS=u1Qm(#A
zz8TZ_pCez*5o`8>bZpJY!Q9MXYf&MQf;7E;5=T4~$?LG<RN_Up>?g-X#H@gx`ujsz
z<&RtKl2q8~p3arD+LBoevRbinmyK+bW^!_I;DePH>P)Bcz;^Jk&txjMLu2taj@bj{
zRhv=$8$ttREZki`FTyNypgdsybfN^P1`dhn6=vL+ogLT2#Q1uKjdnBhG+!ESc@KzR
zlF^t%vsW)CKR+k`b&_(ZtC8V{&W&PeG6JxSV<eD$<44hu-e}TSMhi&~N8upq>-4cc
zbGT()VU)9!!4r&L&N0!h!UId&jK;;IFGRKKXt2V_xG<-R7?c$ifvC*X+-$xG8D*cx
z=-F9p!ePK1ME#Kr8Dqd|+-Gfu6+Rgwf|&3YJ2+A@iV1jQslvg&x_T_W*B(p^WvwIV
zAl6{zJ|?O))-?vSJ<q}qPh5DhEDH~|%7QW!t_AU3{_!GKKCUnc0ANTDYUyIs$fl@`
zuO<Y8w&@^5AVwy7i1r9$8iXA}_l%>z<!(h09Vcu+k1!`NOiunyPXT(S<cmfsT1ewQ
zQ!vRP;Uo35<TBod?_pkFT=67m5mRaF1DuNPlwlQ`$xsc(EEO~0Z<G@f_~7<#qYVRE
z?C=&QN^?^^MNT#<AR1*8#D<cO?%vx<2PddVNK$w@Sgfq#6{$TkQ2UCl&4QqToq;}S
zr(o}Q#L+=C6o@}!%*bBR13^P2Wgx_92s{ADW>d!}JbfKp{Cmrx;S4!nF_}@Fa5;Gr
zh(EFd;YqjOfk*%oKQQlx&3!C2rWnb@AfXSP7%&wN3E)2&Z-2v)`wfs6h*J*7l-w}?
z-b>)8P+N<=fFKEc{sja}bW*1PIHbP;jsR{b-Twx}$fwQgITp=!=w;<!ZO%@Rw|6k|
zk`G$VA&1~B0{%_k@#Lvz!?#5qXB{401GD;`Yc4u5POd7P7yGB2_l%as@35*qo_`=|
zcebM+=HTD}2?XLpAYV!a7zQKB_LQOs9tXt<z~&s-W5~Z5dpkNg0I{o2`QkDT2X6x8
z*lFn!vhhm0i)?r2af-K{{REpuDO5Wi<tL+>>jr_&z2DW9^yE_HAH8$rM?@~urB<O}
z*V?S%cyr9bO&6+A*wYH?$FFUzkFD0z)@8>nOHBXfh4yj5!ynd#a6oa4L<oL7NgJ%J
z5{h!UZ`k16DuzofdboeoJu~T6S=3frqygb-t<fA|;!K*Jn~7?8{d!SeULMGVn%v?^
zEu<tG)hh0}{30OfU}ska#9QhyP@JUeF~1Ozq1)LIsXF}eaF_y6<iF6MoEHT0hTE^l
zwK~bTV~!TO7|||8_NJbrp1hL^)c97Zprzg;Vn@XpLI^%jpFFic43R60>%+KpaIk&;
zX&nAO1mc2B@dl4kF=eVSbc=*&cZby67oJcf3jXAGw16%8x(`m0PLh0ITbrLyV@O1n
zPh86$vB#y=_%a7##ecBWOW+(D54!`Iwcudk_!}O(5Rv&h`7DKp_qBp*BjxG=5n)sm
z%t%b;31s2~YS_<wXsAY8R;ws_Gg75V@b^L;hM)-IZq`&fDt`L--Czt77S&625&IVV
z#ZG|V*S$S#(Xt;u<~}6OOiwMi((>&tqSR_aR9W@)2ZZc}=&RlL=K}*Dxjeey;C7R_
zD(?=)yNNbjb0(74^}*wBY4#U24W-4Cg$-*-_tgP;qKoIe3!gKp^|&l{%*LhcT-y&r
zIDB9qCnnyB<W*6p^TwJUP;g!W8>hQ`?g%_aqpX%2j#a+6-9Zs+A6j3j@T5OP1aQ0k
z*ju;ov*J9@sx2MEAqv6qK3-Zp^|@e!Ie&S@jOHvbDYKJKhKN}+ybp;EG*j|6Qdt%v
zw8#Z)U0M{;I!}Ioemd~(>*(#`AE=nT<D={jj^BDFD~wU(#eo~*kEoUb1-;I~?NRa0
z9>Ia<@^}o{=n{j3T-N56m89o=XXi%aBG2gSG?PP2<PVphlelSID(lJndi|QTIvob0
zuINXHL^JfzP*9=lRd$m?Go_|+IW#S!@d7uIrS0J;I^j6#GU;+dyz%<@;DtR}cU_f`
zZ8`q?nx(M9cevP6H@Yv6AMVk2cZf5gFRWX}O0y=+3*CI@qj<&(p*NT4gVd3@3q1J7
z_nCUaRP7v?VfeJ2zC!`TK9EqlXk+Lef<R_gW-m{~bJ#GA^r9LM3P~p%qtREiqv1P<
zN3qytY=r&N{tyAvVFi<9`Kw0|V&+uO6>IA=V?|al2OvgGLTQnD!Uk*kAe8Vd%`c@r
zlZah-=#nrSpr}HeJrf?589Brr!Y#okA#mgK$<ginY<zs_*R2T>eOE{v17uRswQYYt
zXTNe^3^M^)t<0L~iRwC7LQ)P3-0Gy^N{;HOLBNP2|G}!vn!D#1O(u-7*8=^_tsaX6
zADxV5c|IsA3(4Qfr_0&ViG!2#W@09h0fJ1UZP;JPZoGG>4`t}-;Qp=3woYzj3Bacq
zM_y>k#cz8mNSVm8P{wB%A<_;2o_SFGc5YSE(i1VEv&G{5edaww*)encP#Q0^OE5P<
z&AZx-T$EOb#s$R1Q*rn9C|PBMM=^3C^h-r$-7xa=h!MPvZFG{5fz5Lka*qLIm?wDT
z86Slw3<@NoRi^Tmq-^|hXoPFVh1x`#(^rs+%7m4+@UZunQ7unnkZeQY?z-p=P;?ke
zV6OQy7`k&7dgcNja(wD8)9bfGM?he#=ZfBk?54eSO1vx#h!mA<)77VnW|aHlL@+l5
zIY+*&$B(4OgwvJWxYMNTp`7%xTtd(@i<)~m!v@N19y7q{rWwNTk=6P{k{M^D^!&j8
zgSEGesw--?1%coM4HjGut_kk$0fM^|+#$F-!43y^g1bv_2^!pkySqEQo$ub)_l+L?
zqeqYa$2fbjq}JY5wW?~)C9-qFhxpXnb-A5K=gs%=x;rfB9tjEjKH^1T{z6d_tU^WI
zoh!=>_>F;Hf*Au-7?Z*dX$V%_{XL&>8zxZFvh;rD)D{a!1E$FMpG^t@@@o4);tV&+
zf#P4J-s&eFyMRE_|3e%6?u!Xs_<vSwMwG?E6PU_3B`+{ZBz<4`MvcR6#fbbo3S)-H
zum|I3v)#M+?(W=e9rCX`4^5(MlW*#S_L*dZtxMG2KkI0Fzi%{&`f?sT(adb|<Bqmx
z<<QhJ1mg(zeh)l<sCW(?ywwaFY^;xBjhG5HI+kX0zxY;J)f`&O!q!hw@d0F@eKEf>
zN8W=dX}VbhW$|n7u?2-nN!jp>S6l~2t%1k{Y0+@hi8ZMkhB{nCC{0KEh%g;fN7=W`
z-onnps-kn|*!(IEHWFW}prl!%qj<BbSoIzKZ1DH+j++8j`WVVM=twdr$B%#fA+(qu
zsiaQ)Df>-6p@;=0vGsRT)JkYR^|$s<=)d7We(D6&d2^9g2UD^aykUu2xHLcX)bb&7
z*$eIKz)5aUA|-83$tH*xS+);7^V!j|TAf6b4NN3tcsz}oi%a60q-LgyA<7z%Nk5SV
zmCExfEq6B?zxRmM8L!0fRECr2Hd!sDXTo~I!S|!M$AXbGqEdO^5<2xQeoR6zoK8vq
zqc?Hz1j>5^csKN9F&d?oVtqbf?T6okomg@CaZ^b9S&beL^LO_Q5gNHsr6#N}eipRn
zp&S`>iQm+^dhhEs%JI#9m0nZ%Y6z~b?10Xb^u)n`FpLX)l#Avu(yW3FK|mT75e>6r
z;Cfi44y3{kg%#kE1X7Jt^HYl?F>3Zeu%6j;Tj9%c*g&ocU*FUZ&1QTC+=GrDg3rCR
z#u`;CT^6M=aFTZOm9a*%Jr3C1lr)`Heo$%qYKDPSv>4aC_>_hL9LAWYy%wS~p6^*;
zPl)dYrxVZeFu(0?&(CnUFEh8d;N*_-9iuHlm^yP{O;C6_)l5S|;AMyD<AjKK)^2e&
z1)apaS8AQQ{id6`95}9!WzPlCzM<8CMHIt40M|xe8uKawv$`u|z23%?|HB6W#k<#i
z87T)qA{u=B)~>nRtMmB<81Uk<G5O#G@N_APSFHHLm)BtgJlT<O1H+7I#+sn4?vxBo
z14E7{wSXOyP?>7)8g%w`tt`%euQ6HHwTVoPPO3nmp3(uAbc)iQ%c2I>IriV-(OD)b
z7n__|{t+i!ZUCP*+h#=j>sNl8pW$D-rq;Rdg+DB={wD}Bh+!Py$lKQNpP&cfoEDlC
zr9{@C$2SigjqV0f7FMh10z<%c`7MPbE&tDhSCL#oV<h#-l^=(Hw(4EVPV?jsf%9ay
ztyA1R4~1#>edZ#HRy9WPCNICMF|G?yUmwt{LTJaq*4#HeIMjVuMcIyu=>F$AFofou
zo6O)f^#AzV;uX{Z*DnY-&G)Inp+ZIytiBUayU6n^AzDARIcXH6mXHik5=$G~On<96
zFxdw*B;uM&RCdueD+Z9)_J7XnxaANrx@M>1=&2C{=E%E<GeXxZKhQ%vMBh8L=|ZJ3
z`6*fpIm*fDT-~6tcLqN)Mm|(aO9lvu8<di91@_6J27jL{{Fg$us3XdffHTD=11f|*
zUac#t3a9@o1<4(Ca>vC1EBOPZL#87^LQ2rK|8fVBoWmPhs=|`cfmFC%SOIkApE>)p
zjsGQ@7Y$Q0Gy8%yd&~QycY)+UVb|s+mf3^g<0B?s$b2Mgf9gP>y&aH|&$hE~%{W37
z?u|wk{{o#t1XDULm^wN#Ho&zNAj0N=F_P-d9)i@;rFWmfTgi|wtFw&aoyjXG7*{hK
z{kx*qt=#Q&)$4qH1IRJ=0bQsEuwWz^9rw$NFH>o{IBG`$*8yoex!RG#6mFCROvo%3
z3vXi&jtx+vs|H}gw=i%6M+7EYpk(agb_2~R4`x!Cj21u@HK>YsiUoXYTKco4O4fo5
z<w9hl6oMB>)q*=*mM#j&4M%OiCZ(rTYq0n~ReDNXqPPHF_n$~^%F{T0wEPnq)^|!%
z=yIUy&)Bs3%b)_dE{mg9G6|63Csxg6;8ymRV;fHeUq@Fv=>J`Qm@Pk0?*PPlq*Dgl
z?E0Vm%Jpm7>aX3cJa>l}fi}Ewh18^xX61(_xD62x6=3bY-t^j24D}|U)N!O3iX?_$
zM1PhJ$Z$00_hLR_WZ~t)v@npRI^Mf7A|yrH-ErE9-(#DM{ik}<zo1L`>cB#=VCf~n
zaN(+h4H^fr3<j;pE2kl+?AFF!EUCvxIf&Z&&tdt4cYa>)K~L=#15iYb6P^WA<{DPk
zN!QvshHMB;61Ip;te|*(4VnNRYHI1}>D2Lg5l#V^5yBaC%fYX@)r{*kopb{S4w#I<
z$Ux4r?Yp*~)={O<yq=$k<CEIz6lGTJE6ic7u~@~il4@ddA<U<WuBqCUQ|*-WleYU*
zoMMW5&eRjN?2+*=e8-hI9r&BVA8^7$VcfrOx_FWZwXA7hU=~(r`!f|w=<I~W8?5LV
ztZhgBO!2jl%o9;^P=aO`XtI6+ibk{<1nb{xE|v+BkRG`?(xd3$;)FwBpdyD~uK&9%
z7+%x!qQCjEE^f>z**d-q;}TjHF1Nsc`ry=l?4%!*B+1|sGLin9_B!%HN2*?R=X;6p
zdxq-c>ME9z@kWE^8JIi<Wt>NXx<z_H&*%Nfn;TTLy54FJ=g%@O*ur@_Zngry{PHTM
zC@7mKbS8?ds~%rQHzcnwZHAwXX?f=)a{9_)@B<y1o6f(<OWhRVr-8HXasOg^iIp+j
zB6<^&)ZPC6p%P$-jQEn%*B26FH9P_oA%D)AAS``8-$-uSfYfkdAD>P~|AaA8f`Xn{
z&MLaIN8OTe&Td%7ao6=hU3C*9E?}OY`!U*|Bmr<Vm||<{X*KY*uaV4U)d{cBR3rOD
zr>5L+oe=jlI3n96?6QgXr+DB5(fWsm3iix@Fsaxfz2z`NXp}`E60t9?dz>C#*-4=r
zKw^Ub#E<)X6S=&6Q_aRtPT%b$b+z9<l$x>Y!y0{;Ww+N}N!W)R+680B_(C~cTR5BH
zp8Y>TUh~=v8<nPyjpAh|zb#7y-X*_>HlMgL8O{Z&)NPO%t15WncnTM9HOZldNlug8
z@^^lFaXl^*j&o08apoZpKfxu<i37##>lepSs2rPe0+Fo@EInd3y0T}*kM6fa+bz!T
zR?{Nva3f{mzWjtr!;vH`Bw4nucrKn_%*?@4y>LDK%x5hmm662J`finAZ!@h&T}!%-
z7RsP+!(kyQiT7yCWnPO6d50vEZ0&;L-YjL?ub~ru@`>lKF>d5Hp3xkC)T<@TCyQV0
z_#f^~@;_YLHkuk~51*7}lAsHcZKgm0CDFXJ{>6<cV~##K9TkUp`1wDiQvgg!(j__o
zWb)*69mHkhNBv&yt<DB4cu8ITlcCp<thIF?LJH^Z6H#o#OGju_;}7(+wU5v`>LGWp
z87JfYa&W2){*E~J^mgNHF3@eNN}rgG)ON4g5q*c-tyfY;f=<b4#zIaa3Kw;?uvBRM
z-GpyBXgYdYKP^j_-aBFWP#}KhoY~f0>!JsHE1DvEnUP25KoOu6+8R>TPG-?_zkOPL
zcUkb`7rF@Wtq|CZ8f0V#9n}Upe0`6EbHcMBX~E6-+YUJ=U_F|?MaX$NKBYWxzC2%+
z3^;1nk{xsQOnUpg!Amw0qfLG{>g91Y`VUq>A6|`UEc*LAHB5!!N@eBZc(f$W`)qjI
zT_v7yJk$RT6RNZEy^S#6O8p)4(WMc`ljT~!7;4pq5t<GNuAxeOyS@1RvoWyo4?1h&
zip8|GNMcs#b%2?P&jan3?6TMVmra_cs(L0CCJJR{<D&{;B}qr4tshEoN$vgizY+6?
z>!K5t2SN!jJ`$32OcLR6|3kh7CVv)V;*r#$A#e)#eea7bke5!$gyQVHPqc9r)}R)a
z%qkZ=Vy9<M(i8>5>J&#~efz!1diY>5E!)G}=Nt={SZumW>XW3isxS^1mLFPe;^x<s
z)&#2kA88+o8dfa*Y7%4$aRK~Jv~*}A-O3`gA}Rm(yfXS1n18SOVjNh0DM35alcm($
z&kBtYmN9u%5F6ztSMwe^NI6R3fG=h2#af_=acV{b|AW%gb364^R2nZpfrpI@#yjph
z5^GC4ZK+FcW$3pDU~vMvH6or(gc*+ZTN03AxMVYxzjHw4f(qSw!_uDFv2V-isuQoC
zyM=<Hug9I_xU>ckk-B)1Gmkz$sO)}c9Q2<tw46_6r8-z&P55K`nt%ej9G4e3Z|zy_
z8zZls0orFn=hN9$s}atOUp(i1C&TFd_J-t8K!JlPvbQ7QD))PQGjFf@cPLOsOf!`&
zbtj3W<n<lNG#_CUM=(rC|3TOilhW#bS1i1f$2a>laYSyAe}7`~Q1@DBQ!W&_s;hCL
z<p6Jg{!>U)(U2P@G72aYp;i?(MC8P0`$C}F&4$ey&_K8>abcTfh$sz{<xkJjem&K2
z`drfiv3qwH>W%Vt;v?dL$-&~9PYIx13RTE-*tb^UReVJe|AX%=rtmKixKsBlnbd#p
zLrAuJUZ@EWE)665lanF2!;~H$A4lmkklOqqupB?C<a(5rV_f5y%S6W4g8mPN^&c*?
z^~q<wpp*P*?yDA1B5;gpL%D=AjJt*GPx9YW;tQO<eAs_`88!48YdEEF4L4rq*Yu&!
z5rGDxI8gru7wztB94@&(vv9k;S=|hv-mr}f&G0}5^hHexR5-L9&{ufxhX6(g?aHW)
zP7PkC&NlTRuE~@*!gQ>fIlzz>D|hjE2@wN`VGsoIi^s*;hRMe4)lOp|OVykqQK*d)
z70U;e0DM)b1SkgK_rSOqA1?!G*Pi{%_b8t~O{u%rDW2>6rTHPEVw70oFADeHxa=;}
zIFhxAUUPJoh*hsM4L&{=)F#|WAK>)$bMT8KoUtr)9DNR~CbY48GdbGABUGRH{BY9R
zW|xK3=}ne#)b%D4)?QO@!f18vKfll@BVUl%6pB<Bsd}^h&KJe*{wwI784^BJ`5ikJ
zHEE?;c_)((p=l3>82@AU!-szW8+|+pGAIimN%(&K9U_c6t^Xgc;)R9gK%v*2f@C`b
zI?|Jo&IJwEyejt`t?*6|Mkpn#x1%Inc_kEUU{cI&jCyP%I*k9j9Ox9N&+FOJNN1Hl
z-j0vABT5)bU$<T@b}9m<CS&-$KcM0v*63o;ly(kjeqv&JZZn)M77oV2xA-FtFe>0J
zdPxZ`3L-+G`NLD-f&_~Ve<&(Dj&-`{G;G#YYBL)7p<(6*cg>^TH-=~9IgX*@RHwnL
z<}`$>(7-lHc}bN?EhQJP55pehtc|@P+(*GN{v*iyztOz^qs99V-#aTS`~R@K|0AsX
z_v`;jp!eTg?EkL_^w`;W{(mLV<Np6npm&^!;Egk%+7w$|H)IDHrGEN0&ACS1nl5io
zNN8fis)t1k3j-^9ZT!PFif~qyd<J91A4MX^sj3A70v1<c(a_8N)$a(AUy|=w8CCZg
zPt|Z^Z^079j$rr{c15@wbDHV3o9UJH(77idLC3d}1*g4OG<s?(a4cx{=4a1nxH#v@
zdzEv%ysB5fW~<ZH*tMdyUL1FLcxV;XJGSvV%<pMwt>f+WNuvt53hV~Bob^h+k<{mU
z^5JTa#h_y(sq^)DPv~uj#ZOCBRaHreob-B(DcQM4dKb>qoToq)|3kd-UxPP*PT>AG
zDYJeXE&Ra!G7MyR$I8m;@%%S>ED=wS4;#ym%pe5xz=_r;roY*ZOolpL(=e*M<6^f*
z9X0{&UU#=Un@iuCnAY`hxn1@#;5@gYxiS=res6F)?~atH6#bP25=Y^Yk&$ji017E4
zCF0J@FZbBe(h_m&=4d`!z$+<v)xb>Ff<Vi)y6uU&*I7!MDA~*9@!HbvBZ~(*DRBSz
z{I8!*I_*bAX371H!ld<G%gxSo93&b3aZC}iQa`@acnr;<DvZAsjCr0UL5hlsq{PKX
zvW0|bXu^gAIrVk4=~9X!R;ot5x?`3}uMoLnDBI#(;k+H}tN~gs(r1}PiAJV%3EZ5M
z$f>W*{_wNNCnBPbsYvn^5sfUCub;J<V@ZxwA|PTA+oi_QECIrXk=dJ)%_dxRM*C%i
z_P8hGRXXRru7G#TUkSi>#|vUx`6q5(N<MXwQwU7LREzbN9}>^+FSgk4bv&dw*gY(I
zk@W{iX_THo?K=wINxcjUE$Cj8Z`gzy?Ck8=3sGyMH=arxyx4uL=4CRYLO({M`Et0H
zF-6Rawzp*lRALGLD1N4<E<}H2J)u~_Jx4}S)zDBuD<#AMTfvdbCmLf-_2#K6mvmxL
zn|amxh<4Qrtus~8a>9IOWVBgr^Qf0`Vp>(M9s4sm8D;G7N$_v}v#6X%0Rm04Te0ja
zl!RsW^^fc{J;Ws#A7G!Ek(qHO-a(!t=p~8sE0w59Qf9vXq)<x{UrJuUrsg~4WV3(H
zo}wVLjMuF;gtmo%hX~~?>Egp|3r;ZWRGdy>?nJQ*>F5NwkwDFE%PRguOpRW!H>1c_
z$&ar(Q16uypTAmVtI{e#h>_^rv00T9scOmM)CKM2#WmVlm1ck>`TqWX2nycr-kvj(
zzNR!C1V7$q0h6+>Zx=@CG;l)sD_toTNSh}@r3<ssJ6Oj??DAEEvlSMYJB-X>9u7oZ
zGz|vAm1A4%IHOL_LK-(FDkCFvTunvQ8sBzZ%A`*N1HtHrP|5A5j8eI)U6hA7>U>)8
z1YgDnXDq|m!8Qe@Q<T<H(sWba#YvIG!V^M#>RcBKZjn(CK_$lFABflw6N)jXhjH=J
zJCR9B@>SL7?SI56tEgNU$y`@{iYK~gWZIDs#v0V@@b++Y{FJ<IOI4p#l=q2FXf8DS
z(gx;|g0Y#yL0Oxw*?Re_Q68;~rDzTL0Z!s5v-n!Qzc9p%nE}Kj{XHlHL-|$QCtn?z
z1TJc3^NSk=nlZIYq#HHzaJ66-41-2xK5#wt-I!Ba0apAagt*2<QWCx|v;gYE;8hov
z44o&Ig7y;4D5ngP?b501T6vCZ$yp~HEM&7)siOQdL^ezu6BUUZlXVc^idHSrN^VEM
z?Nqlh&dJ&N!gRsYIX53sdcD(XmfrX=VJ%&b;g-GW_^a=G<}TR8TzU_iZkg#b+@dAy
zcwI(Mtc**(I&zOUhIGBa4om0&P+IU0YVdY=a9v!SH1<7Ruz0($GziuGXOAepS<~R~
z@b54x9Bk~tnB%L<4w^rbNObTzSS-WC!{l#u<AOQ{28s`7UP!IX{<Eb{OuBG={eX%h
zQCmhM(aEK0_ObA_`<M|Ny)4eo#%E(IeLGrenY^gONCt)_KL1K4GYSJKjOv|~to-`1
zuTyd)$0|5_<^lze83UGF@3K}r?z|+x$kLKd2TP)&ygV3WJy&jNX9q8$uf9DNX`*>Y
z5kh0+@B@{;8Lmg>I{$u!fB09Bx^ymib8LNgpuDebBjh@X-aI+4N(-t$B#xZij$;<t
zjZj*-g5MOBh<N}*uJjoLvPf^3pLq6z4+j^wmO<yP=IKi4SNG3;woDFdTw-5QQPJD8
zwQ*SEvyLa`c{os&K_{B?sp3Y<T?I*h?--~OrOw3LE?`IoTabyIdu3UK1e$-vkaAqm
zj*4$tCB``tSabuh=y@H+E*mg5Tm>yS-w9fVo`7{Dd{DadXE0ANcs*oMHnX5bB{}s9
zEbg3rmk)tJ78e(X;%T<P6a;bl*7KE_pT8l;(1Se=3X)en_K5$S3BaAUfQ*g0srzsh
zoRoCY&|xZTR6fyxx5>kMwsAk~-X^VO=%E2h;tx#c<7^deRS75nboowN_A8-Jpsa}G
z6t+xazA=RfS$>3+6_@y7ii6Xc1`OQ@`Uq9q^X2e}rks*eqR`8MA{~za=-s<_1|B<!
zcdK5pTX$u_KwdxQb{ny9cS^Xx0jo3J9Cwi<M9~B>mdB2QA2dfj3Rzc5$QM>#RC}DU
zpJpz%g|4dZviH3r{3BA=34B3daY+~%G^|>Yf*iH4jQ4J;UrgU8CX~{<Cp_x!Dm0b9
zwx7fQ3Ds$L+>*qAW`afu-XL4NG#7eWxEdGg{C+e?$Ytk{kB97>Y(Vas7>~#k63<^W
zamBsD-|X&tfz2jhcfdB(fC5@@divGJ32M*nSP0n<!p%uiI*b8}`(mJwInk37T1I1k
zw4};UkNE~0(+&!VLl?YXKPbxHoeG~9#;3#QOTd*%59)Pk%dcOd3$-+57P$s}PAN(Z
zmzmz$jp+AbPp9gpjOAYh0sGtSX^FQG$w+1knPExDS7l(c3VMPES%MS5s2!Y#eF<?r
zM2Gfnr5^Sj2vOA(<3Dg1Xj!`nVzF`u_+zfk7EbS5gX90|KHFufgv$hgjO?_dJdzwg
zcvPl>#d)0=nv00`5X>25SW3UUDm^B^S<L6QsZ+^}_IwkQNmC-U1ot+JwdWZ12H;3*
zTMJx{5Msf3J)Jat^g@);R4Oxxqjeq#()a4MGWt3+dx5<^<*t1(vMJ&}h$nq1{y}<5
zJFpcMM+xF`w8`D{H`Fw{G}+ateGq2mvn(Y=FtS7gmUP-r+r`#=ky;dKPaGpMBtec-
zPLPO<r`p14IV&{{93)&OO9e*8?#IVgOzBIP57Ivjy5>Uj@n*SNX?-RDHUDwZtYwK-
zCLlk!QGhH0@-vIVGXHW_tM9B?QHe8f{{2Kh;Rz|YSKauKnM|fE904TnwiIegTAu70
z2TWuo4ER6Crhxp}`BR?dm4(y*5V3E*eC^Ml(ACQe9&Lvzg(<z4B(jkEglm{uQ7kuq
zU&s`-rPx&DVY*&|phdt^AgCM0Tk|XoG<jm4<q;Y#X<}mH7m^SA%dx2foKOk*wZsW}
zGSsV&JTAc9hk=+WI@QISk_K*vq7u@+HCWG+z)E9j{a)dGieCa>PyI2&E3?<m=@f;i
zVIELO!y@d>xMVnLkG^y?Oi!*f(#!laL6-{!r-Zos$zao7)M0jUNy$yObg;PcXQ(g*
z5$5DFdrZjGBKVkac8K|#U%l{K5Qw#RxbQmwX!<VhU?BqcIR^sf5<DnY$`iK8zUl^E
zv4KD41}baS!kxjOcjyNoML#Dc2nM8k@xEwlAl96j%-aDNc5B`;d8*MLPc!FDL|NBz
zbMb0-)C7e*F6O#}gv*ZTNxc2ZcyLJ_qW@Lnn1Vm&-~4*}UI9n)KvBW}Dc0|qvhwb4
zjmgK}usZ?sF(PehBZW1qq<ZoP|2f5{+V(D(7c7YTbgjOaurSnAT<Vb4uYiTYveHsq
zMolP?t=kfcucs@f4azkt%C(%dEcdUH5+u&40wTBci-_<~g$b~b5w+DO(|p~Sa2e;`
z=oPqPdsWuf1fMmSb|jf=!tc*^Q?_)%#iI74A5#Yrps9;tAzfGcB9~dZN^Z=5T$`SJ
z)#|Eps<d<5$dK?$c7JubjCG&1*Y%o5G<R{0&H4OEMeLdH2m@pDPaR?Dd73BxF8W0w
zIChAo8>cm<z%m+YYEWV5+Wgc3=ScujzB>qb_aP+)(npqJ5Pra5&-LjY{s)e)+Ad^1
z?qnp(`w299M6i%ZTqdk3*NaA-*NDhXkV~6sSTj*---RoS)T*L*ME7TJ;-XEYDL5Kn
zi(X323`7hXgkwb^rSfcKUrbILa&mHtvOEtjTBU>FQ3*bq4$hRQe3TD@Zw>nBdp{@;
z0E*6l$_8WTO(UR_c;n4qbCZ&?nT?>Zv<cHt?IL%4{MYR)vRQKLnNH3g8DN_4q2mMI
zApqpWkd9@>D^D)V&EAMSsn}f`vgE6+vehX1%u<m6(2~O2VrGyxU9c%`ElsxfWdu!D
zj`?K1O#JEYkNaPpokB$foHqEESTaKzE{sSBR2wPNOCNF<1JXMT9*!CIfftuYdJ{A6
z4lx11z#y`xIIv*t8O^+hK;kcO^t?()>YL@HVNA*TVdi4_FA?>on~S|1MIMQC<Fd0!
z&x@FHRRj*qOq)@MI+Uu8m2W9gt}#F%G>of{`+2dOWNQp5DSH9*#Z`TgctP0cSgse4
zQ1RsxJ{5>AW=~=RmIFAh_wL8TE>1-LKf>&z&tDbLLu|xqNoRSUlpj;zJYgWJ4#MJP
znfn6q@9ta?O8Ia9n!w5<B7J9DWdeh|#oTh3H5U)EyRd~N@uzD&(K+&GsYPFB%QU8c
z49{yt8j01$&N8(AdKm<;F*4u~ofg|AP6`5n-Vc9!Qa5G+SJMJ?E&KzAWzHu6R0Dc;
zIl9m}4e}w-aCUM6$JIw_54qakO%}5&OsyggRTxi&nhKRV-xgedLb-+o8KG6g)tQY_
zXgZItC^IC4r(+OE;!e#@{76U_L7&+8xdsjD7Nm`diAlOuv;KH`BDlTBpox*BprY;p
zEb;%CSAR2EFrqC+)V`853@yQh=Fj(l{{hZNxIdwnf%#)$LR}0hUU6Pb8Q$0qpRKND
z?TBIFu(balDV_3w0&uW%U7sEwbFWV;CN8-NVX3{vSm7f6=7AI7gE_3{y0)`IK^pZQ
zSG)h{+yRAKCg<w-R02mLEKT8JuOV|w4Z<t~G^3?$9ZQ*__If}d$j99xzMg!6#;?Tn
zr!C4d4GO<MV9R@C>YA(g_!=Q?ib9G{*1!Wl6n<`S{v;NaOfoqk<nGPfJh`h;c&(=E
z9h}TA2m#{qu{P0k?IC25s)5NNo5@gY%C+h2N^#=Va|veEHUI$wa?MkpnD6#Re=@az
zdrpDE{}pVSz;((wH3=A&7ub{Bzqsdi|3(J|nutxc`X#y^*r2$_!P!VJ+CucNo$Diw
zb-JDy&xJ)GT9gh=2iLUkXj+4$JYrWAr=EP9T_XT31%V@BmuA*!90@gLd1*YZs$rU7
zVLXQtg+x%=P%W_dw%tnn#ob5!&)8Ou3HixlQ(17uT)ua=Zou!2|6au2n2(PGrjYV?
zfAg+noSb$?jC#&vB70nH>_Np$VAGOrzORrkEv>F6i&<HU%IXe=%5GkQLw0Y$CtQoT
z`&uZ=&eEbZ{VyU+hkVnaceJ3?dAIxX4PrdLeQD{KWh#)DkqC0COLFRviLtTfZfK**
zmFTgIn^z;jU-Kp=2j_opT*=DJg<6^V&2pO7IqY*Syc?jKr`1zf4~(T`8@wMbdwP0+
zNw|m$eLqx<tz7&qQR9!s7GG3Y=%mC6vVW~>cr(_?xnrCV1NYVlIBvqC$mG!o6n^N`
zVBulQwH}Bew%}(_wCe}_5?cuE_)-XH&-5cP7Ahh;<#L(aId`mK_K|V!_gKpSTdD;w
zwVqe%C72VYi4R~{I``#rI8Nu?FUuQQnrBd1P-RMak{1$;#~}<pY@BHW@>F!E%^q#(
zeBML^b-0@76(BU$PuMg<uE!~1Rq{x-(v5Emi&elrWx;tOLdZfqh7e0I4h(D3y@q8h
z_q?~`q%g{))jP`ga<*(?4IG-z-b1|M4$&^df`ivF6*GBf#Sm6^<P^fs^=pjbG-fWG
zY@~1X6RSIi8il?7X{3_fV!oUNFqqYJ5QBh*oUj;F<2)cU=I<X&<8^l`u_zK7BYkik
zjx;2f%v_UVQgn9kNVcYCU=TY!YSoPG&rw^z@8-?p{dG(j78$kKVv>UBL?NUGb?8<|
z=PA)PV6{$oTm)+!k;d8CIVdQ|QYar`z1rxv<g(>v-8n8VbP^D3L0sUN=6|&kz1-}J
zbc2^sKrBaGt_wT?{0@vEUF_%1X_TpKlLrYNr0B9iRkCHeTfiLr&k|@sA@Q(QNT_^7
zF+iY(MXv?h?fWV*Rq$LSOGkJlY9W5eN~Wtc15E(vsD9IK4Hak}E`u@Z(ewMaBY1B-
z+fNFQJr=!Ezdg-W0p>IV!>vO_^iMJ}O*1m@@9Eii$#=-$<mBYc%*@o(R0t$6WNUL1
zv71!L_j#0Sjo<T{c8O9d=3ICqYkFqkb!-XPDd4L}`e#~uWO^7Ju+Gw9*DPFHS9*&O
z&4saC_sh{3%At<OUfTonbuq&w6`gpnBdnW)A|bKojtYVP$7v6ZkmI?k1>bnv0Fr89
z7GY&X_&n*HbvsB#KA$xE+HWbazBipt0;uP#Cj`aq*e<>3TbQ$~$LZ@2?x33y;yXY%
zUG{5&1-1cpS~>G%3pJZ}J(xtA*EBZ0I|C9DbpkKf({ONb!k1<-wk!#UXdOMFrcJ)1
zx9Pw;<`4Jy31rCw()<!>U|~@_eb7tyx^m_#Wq$em{G8q=bqZzBeuYU05jbCJQnb{`
z(ZSuX0{3DTHlHn+XH(5NUv3X2GH8sYe0uk(8922B5_5uDZ?>w}Oo5=Fzw!$X<UN0I
zy!ezKz!|vi=yyFSrAvnjS$p2)Iy1!0S&fU-^Ny?lo&2%VS@+e-F%X4tBgVLTdOkXj
z3rGcR?+hnLEIMolp$obLK}6`W6K2>sxDL-fMNZI}23$?&e50^m2q=icGOTz0pEn1@
z@<dX5b9h$w5M?%Or5Dv^8@pa=|Fzk$p(fI)GmA!&iSxc+Z_j%<J!$$2ZZp8?ebrxr
zdBF!<;c@<}C<M?MQ>*8R4JYWN^uMMAc)J^{QS<L0^<q<G3)bvMKUr$YJv!;bU)met
z9;ra&I4garCt;Oa#6S*+JmzNK^8Xw+U)(&2QL6{zKnLydNU38b9&n`puR#IXNCRH-
z2L#NqM)IMv<t(_t%Hu}3(-9azY_u|ef4N^6>&Pss6s%~?RttU85oVk)ARl^O9r-mV
zZQCk86`HTN0GOQUe><2OpX3<M2^`5*<>6|CtaSh{9m_2})z>oKwAP?i9<tWFLT#zx
zx&-597VwHJWBljK&F@m=@|$%`18U`C$KEG{#mN)CCy%A<S|*3Pe|wxzGNq{;M(6so
zzz{=b$g$-s#pia?s5z`faNARMix2#Ny7GN5)4zDU*uX$d9qKWaf{4hUOaHN8&}w}%
zN{4QH=Ly)S<2_ryKR|r=KU3PDRK#kmZscgW!0Wt+b3U(aK`s063S1eIgI93PdFRBL
z)(1pr?u5QSz5g#k;6tRPayiQzcx@N!_p<%6Cb<~jGUMX9eY4Zu=0mqLU)oL-7jS<8
zdd)<d;<rU`o9hXIEu<RrV?>H+u9JnO*yX7o&+SJW6n-+?{Wb7R1|w77ikY_4CI=N&
z-+YyUPK&9Gqa)@KU&>hd-B~!q^i*&AQ#=8*N6VjS%!C`ylw(>pwh!IM4&0lYn+ln{
z-=FU<xPWLja2JIQ5QH|qi}w~jto2D1Fbzl-0ltO5)8?C7A2P@CXJ)SJQnh#%cpg09
zl9_es+gzIOWtC)%lq{7TwUit!9c7y5_iB5LDe)3H4O(j)E@~r_BkAeOB4z)yb!=BO
z_KhtrQhn1vj%2}0(rr^!b-4KR@Ep14boqJAtSJ8*FGP9s15r)UmclP`kK+{7A(B$|
zTT4<#l<hrJr|t`Lh2H)wLHGN?4S-O=>t$4hMu8j4xNd6mYK#ZvYMLHpd^R!L-bv5B
zwQ|3`a0<OL$<ICS(%fFd=Q<|x`O2;ANw#pr?|J3vC`)fp?Rocie}}ToAG$)b$Q?h=
z_RW{VS~o&DyBS<gb)1=`?IeStmV{&{!Qr?#B0N7y1{u4}pT7rUI$n1-D66RYGq-U&
z9bMLfZiXAH<{G;MYK1j-Ki=#wnJZ+vQ1|j0qnq=_WPNXogE&0*Modpu^+^#q*({|$
zJE<PlZ5&urj(6buobIG7YusiVxRKevyguI`40#Zu;o5MkR&NLgtX`b9y$Zj^G|6To
zFFszbE{|5}Ejo~`4Wro5>1P?8Jby<Rt6Ivw`?Gq*ax$t<nAuMK`KtN+8r4hL?Nspx
zZ^ExTP2J^#_=5=hZ#)Kyk$y~cr#F;U#5^ujCGZ_D*PB1QuH$PIO?1|wYlI`yS~N;<
zn-?K<Rek+gS`81QMskXNOsuDhJ|AYl?i{Ql0+1YEtfJS+K_T8eUzf$fnnMI1PG_7T
z$ZYJ^<0VyZDQVn}e#WF*nAbJp5-bO;2x{cp^8NkUh@gP)%@C6k%_{e!w%l;c+}bt7
zsiF1(`oU)@*-~ennQ<alUGJ07D~&IYRWDEWWQmm~#FJe~AgMS@`l}*UF(#6r2^PHc
zt-Sj$4jRGZ^!sW9gRzbXT~(o9$UaECM>=f&{E}-d9I|WN93T-?g|F|TTX{x)hJGvl
zxhKeRo#8P(%XU_OvgFkWXM>{2R9#wnGn=EjlU(FohvQB(z$p<OWi64bwBlWCXUn4$
zeMq6RW_fl8hN~7b@3_%h?;n~*b$^Uf`1<=pf<YmHmqN6xlF1ld=di6%SW#8ufA`C;
zw`3JGsr4s0qmm)UFO&eMO0uu!1Rlp;{bhy2%_X<itYmVI^451Aci*ChlYVvNJ`+-R
zGWysU6RtryRy>Ku!72A(e#GBceKT-A=evtg%Mb?m&8sj>Rvr<YJ$W<O=P8B#nJOj_
zcES=tTc^pqmIgKUVXyb^m7PnDYZEgYTaMw)6iF^VX1cFkrif>I#UVs>AJOpf4t2yp
z^U@qL*;}l*p`9m=ILg@x#Ab{-TVv0*#rB_&U=}^Q3+@&>?#)&&&y{{UU4LgFW%G`|
z3s+NV+4JJ}bfSGIL2{lXAL>E4CwtlW=(z>?Pw5=H+;J5ap8BZC=JuJkpk&Gq-_w_>
z-7~|qFI6rM%@!UTm;T18h;7Y)(H@4l3$9Z6#uYP^AP73Hf6o+1#AoOlnb2d@%o<7j
zp6e-u9JP~4#iAz+{RWdO90xY?bFgF%(#s@42L^)|_-sG!pyqL(rbziwqF$s8*kGoF
zG#;i&5*MLk3(wgChA@Lt^}Z^-$%Ge8nuqf;xsy;o9aWI~YB!-j@wjlJJuaitNc|)s
z&L&EJZl){o;}CdZV4LpbWe9qnulwA=Px%rVaA1J=<*m%}AUiwh6^_!+(ep7GG%me|
zYJfI!e>oCW1vcM*o;MZbV|%GGH}mD7y(+77dF?!X<`OX<GKlAYI-b{Yo?9CmV*kvi
z<tK$U_UJX_T=(j0H^&wAjP5-CB8K>I%q2F~u<Nncu`{-omHl$^ptY8keUtgHu%-om
zv8D8LGrGOQHS;syXg*^ac{uIKIAa-kSk28K1>@~``vKWvJo7i<OUN-P^HAb*9#!+U
zpDyId<Wf2F&G92o*mL|h9wBYWsD`)C*g_|=w3mC77%B(Av98YMjIBfxR=6YmE|I<Y
ze4i+FMVm`KLBKt+w__9GFN|C?=`&cIgIWben&0|RBHfeyf>sq<x+O6y%-AO0n*tF!
zPeekfU5&CN6piEWPk7#$JhYqenr~9IZA9B&6?tbIUM`^FIeqR8%i7v9Ge5<I^>e?O
z+FTaV6h3Dk9K5;RF4!{<zFu5j#a1!nKR$<Gvgi`rY!)c7=#ji`_8D2Tpz3(V1#JU=
zyf^T&yhp)%n6|haP9A9U?z`Jz@I9)$ujt(D>~J^^?Qz_W4%y<uRajPKH&U7G9hHdZ
z!jt!CaK9|;Q)$9R05>ImS<=S()edsd8Hyq<U~@|tTh!uZsAmsvD`Vs?w^7hsSYG)?
z-a5P&a>Or`>n$SQ7dZGML<uJ{mmW7huPjMigL!33yRpe>L4W?zM@{jpO24_&sxRPh
zb~|W0%^dyUd3j@TPruCPwc&6tcBWE5`L1Vj5ifSG-KG4tz~nnir+(+@&7+2XmBE|j
zOK8&}7YPlQ4ew<2gZS^V?f7UNMNT`u*<VbJj$Ss?w}1Pi?dOF2ialK|4svijva{1l
zLo<}#DVF>!Qo4bsk8b>fgqLu}bK|qJryE^hl9CB{wO%Oo#eENt6jJ$?nZkq#Xrr19
zxfoNZlCLvLT#bQ~@rLL>kzU@j!U(V;;)n4H3XEN38V(F5#-vtpC)qmlw+=rT2XBR}
z#HjIQpfqt8RetBMnYrL%TTkzvlFB^%R77y7YLWqbH$L8(EpR!l3-?wTryCJgDU)hQ
z=xJzjze_G-6r<!{m$&Py;4@$5o-;^=e0(PkQN*%aSzSi^Xy$d@Hx~j2)baQmOARMV
z0|zwr(5Z!-HzLfL`5%r$Xn<zh&5>;<beC6nVFLCT-%qH(d{~to?y2v!2ijapa4M>F
zFKDV-`Cauke%%1OjqkCQh(s6(#pp4$+cT6N3C*|wWuw%kj{5gtX|OL~N!HwE-eWfg
zqQ&<o&@~AzBxw|lDZQ@DWvudYz524*XosAj5$CFhVK<)g&z?jA3jo&=k12(1mdhPd
zi@Z~1T2X0WEOhetLbX(M*P?#xY`J|}rQOhJbp!2mQ-@%!&#hf|deg#0Lm)QJ9+xe!
zPw?Q~ZB7j;8Bi#pK~+6mlgya>l35taeKT&hJbp8$0Qk-oaN09El6V(!mR8Sj@|~5i
zrU(ar`z0?*bjTyle_N~PWmr|K)H#N49kCHj8#o;=pE-bduf};J$N1zfGx|I{_na!P
zlw+=(Vy^x?%xx8TjP>a5HM{IxsEpyc@kv&>y!N>l5%iWoW>jSU%s+q)?s$gy;t}~D
ze$}CgcK?l2;K;}*&Z6L(LG<>9H9t&-8TYjo8B<ipe(!U-=`h+Z_uHV2-DQ;OFZX?O
zq$0nY;~)X-USCoDrMRvBt^lQe8~bJ7Fr`5Y|6u_GK`e{Gq`P;)#2HSn`OmkOo|+>L
z63px^F6@ssjGTYN@5Mcmel2Jk8&P7ZcF|(hCq@&*!s8p6oZJ1?B*9XEkHQH>uFy5~
z$K-^dl9zT{RM%K}L|H%RC#OfRPd3OhD9^JYlnsrOl=_YhTBGI3S<ewU3Ahb5+%}}i
z+s~f;uwHd+p|g-0!h5I8K_8Yy9h}cI^n2#6oWPD<DdwqqZ4UjZhr|WNUn&U9F1jh!
z;Cl86$0Rwcp+B$4Zbm)^R*fA0Sp*u*)z`VuS-zM}u-k)5L#2jnDK#}IAtNJUUs~1y
z6i=++R9Yji;BrV=F+eO+LMOA3DnnKeT1!pd;eRe<JEz(+&)Mk$-Eil~c@8R0pT#(P
z*-#(2LJ@g0aVuqs|A-e7pgUm@G4E`p#k=$FMY&(maA=ombNBdr#d<Xb=Afpz>E={`
z0YbC4dK!qJmpQx^f$LmH!pMGm7iTBu3lOTzhUw4@6BV>+1-V?2{q(}R>B0!{H#WDV
z(a*4^UoCjR*wB^^wJ^{~Ah8~XJt<XYGAV8DlJ=WYDtJ)qc7AAndOSugfr6mlFL=>P
zfn2vi7UHr6$Cgiw9Xu9ZLo^n5UC>2C8hqGjJ8lZm9BH%zFUKNPUv6*i!~lK5r9A^v
zbScM)=usFHd2;(pf;kN}w!-EZQRZFj?~FstqH)B%e2%fL8f_xTxEbh^0LHaROwM+~
zOhUqpX(so+sWG$6$a3HCc0S1LLRMa0Mow<a&)liBdju4-mn9EVH}Uz}|0>Lx+@Y3)
z)qTF$g^g1yTIQDg>7X1vMpjgxUNWa^ByKD=R{r(*I?694o6VsBp8A^bN_L|-nFZaz
z>jBUf)HGEV0t<hJM1$fbe2*gEE8s>it?zDA_nKbxsw*T}2sHPtZ_g=@%DjV21GS9o
zWF<TwwPPUf7r!}tE~iLo)7eXRsI^j3ouvqh4^44ligsjT>oxTf(6ZehQdjtqG9x>+
zy=~3GLR8{&fry&LVWX6&qsTF(TSB#?V(zl%?298j^;TX<%1QG?PDOGociCE5<)>Op
zkZf)l%$`oV@)=9ib90iOOlL*Eg2b_s^g9~<!TW{vFN$-QEHuAU_r=+%2@Ssl1YBG=
z7AX!upePf9gZIWVhet=hLBw2B_P{|%NJzk~jDpU)@9T&~6;dpr*x(wFSVfLPh)#+~
z`A)sPKS4fgp(;$8UWM4a$7)Vq7)WL-st(Dv60Z$><KF$9iT*(CXGh;PLR|m2xu1Mq
z82K`f7w!4*CmgQ|Fs<M2<s51qu7|(YBZ40*87?WU6>wwWAcQ{#Y#B*9Yup2OO^13%
zsp2`Ur3o?^0qrk+$ZxB&;Bt9e+ja7d%{5_sxumXp$SEiu$61?4i^t84N>+I<{EvtB
z7xe>xeMPD@NxU`ub^kpOlzJ*{SZgOON|y!?4G~=DcMqlQq0N?iRKT-Z3D9NCbmuHK
zgjvsZYT@m);ntSfK$$qhXOpm|QU4L=cx@xFc2MS(=KqT`-0|pZ42>ikqp0)&`8|t{
zXGD51JA1yG@Slz%zY3%SwtgAPpSOP5(rJxzsad5+Nm+#p;b;j%dI2PK92|)Y2809z
zzPEMRFR#Ewp8&Ia?A!DB+w<Dn%UV(rZe#x2>)G2Yz#M<)_mJ#o6p^~Sy9*qJf%2F8
zdv`$;9u;MF)%Y8m8tz@0J<OzsvETMQorD?X@P#ECbnl)|smPZuaJ3IJWYt;Y$-P|g
zy#EYA-G;p=zgaCVoH330S)Jhc?KdGA;>LP6JM>0|*l^Iy<5((G(%?PW`^OVN(&E!)
zsqw)s&b2O=Wd$mY2@11dMwGwmg*?rA+*)=UrV?K*Bql0<EVR<^1*^fI%`J=$m3m;R
zT~WT5ZgiSzpw-@^f|1z(1zfhz4&SL&kr9G*J-UK`o^yfxt-8YD#6w(K^)IuYoouQc
zHrhFJb|I3YOLO-a%z>IB^h25`_i7ds$C8fM8jHcJP}u~{Mjc*R-6d==*8pWOdm3r{
z45iE(x&p7`qE_13h_t-y1O+B<Vedd6Ie`{(fMvVi!?3~Yyx$8RKj;OJD!Tjg7U>%z
z)?0<oCYj$R>Moz(UF#b37hDx#H42u6!j0%4*_D*k;5$8cK}QvrsqDb2f$*`Shx;R2
zMRU?l_S#q6&>D0p)2aN_%aVvxKSIdUJzMfKXTlfn2Ak!6<u#2TQthhzhdah=-}`)z
z<OW{}W&7=DHx#!o(q(CE=rez%>T({;)(&kmeN$;nl3&p#sgBm=wDo$pKEauGOF%d+
zPN}Igrsk<PPJ$lF(MzoR9UQOL-CDLAsu2RFe6Jwcg1fKV!1|{le7S$<u;3Ff3(cAJ
zPJTF`91i<|N)%`rbOn;h)5b9=YXe^GrygsLmb0%mTN;H$Tb|Ymxf?IjiJf9^^)U-C
zf%PAcXEc}`M#5(%j{Aj==O)<;{n@z}6ofam<iwX;YWh0o9OI!oWUL$@1ZmgH%;t_A
zY<J~s<Z(Gs{ghdsBW_@PAE&c((cz+?&fh*B7`)vWz(ot!nrteziL4HFM5tp^%h9hx
zf@FiKT4uzlMzgdIVlWkpiU;-&GX$X&u)Izxj<=E(=DLW6wxx$G7GocZ{Jy!KcBv&l
zb0sOPY71`6)_yvYm8@d84T&d|<>AJawwv;J-mOJSA10&sm`b`F+OF6Eq^LLxE=T;U
z|4Cj<d9N!ok<C?o?ES2Vx`o;VbEbKi+9=XA`2Fh1XYK>!2#3)~hfzEQ$!1(hHI^TC
zqmg&@qRP%w81dSQR-d%;lst0GZlL7{(;XlrDe!=XaOvUKZhdfnsSGw79TKT|C&>mM
zAX2WtL8HUO8rpC>OJJP*6wuTaIBca5YG-;i%-V099&B@F+>|?IO37C-8XFpE+nYct
z|GHS8{|olSfG-|GBs1hMr;XiBDQD3wnPI_-c(JZ8MdG>_&Ke(^#|qcT2$m<LF3vYn
z`6{DBh1^(9<|xL_>`+LM_Q{ZuSkQ~_DQcAL=!`hNP%?*Ah4ga#-U*|=?X&L(tQzB<
zvK?Wk5ngUBPFItKU-G<!8I0NYrDJvq>gT&9!nKL<iPLWTHh_IGD;}$RFAX2kEi<37
z!c6v&2#qGdv|-oO^yYc+5Kf7g#U{vf6p})K883G?ho4cd)lp>@5}F@Zks&T4%el#2
z;oF2j6KkQ6OC!WbE+G)GMqJdtOV5iK_k0pDO6opyt@LhC5pOR%JpUBO25YK<d?%bb
zA178_l=@-fB6RR9Z)ht^z9r>oWON1wODQZi+FAZN1Xsc$)E`^qFEN(uo&bg5f|Ju!
z7^&}|+oY}xKcXscJmf%KHDNC*+S!|&Ohq7ThmBL^!Td0y(^Kfl{1M}vip|?nyoDg^
z_WbWiC(;<{rT64^MWRZRM)aEQM$^v`Mdw=Y<=xARbft9RTI0>6A2K@h)b>;w3JdBy
z-*vuqxn>qwN~_DSY2o~;vyv>9a|S?C>M0C^gYYzEL2eodVH)G82oT=!$nsQsVJ8uG
zKq}&^Ds}F$4z=*o%+nb&V4JP&fHYUn+7Ala*ZCxqc{d>6yHKt}cveaMfmY(j(t(d6
z83jp}bB`82HIXklT818(9h-D}9K4dk5{pZyoPTgxwUK!K1n1L{HFy%OXXmG{lgRm+
z71ccl##crKE4_zK4fl)Yvk^CZ#p4&PJIy&mTcxZ|U@?Z%ypJliNlb{SSLVH}#Uj-T
zMo&4(%R{>3d5RjI>ch`0NntY;@6T4?zpIeI^O;XpT-r!$Yp^;lM1DiX+2YjjA4RHC
zR{+_UWYia6Nng&>EtMA9l_CGFykaM7{>|Z2#Nbe5EopJ{<!f`9r@H2M3=g-_;}s6)
zo&ZyM2l3J6@HDV=CaS_5V|b|+hF&Xc3$8TtqDm{bB)3+pi+#l|pq3gHTl?~N^Op{M
z`<bXCw(z@87aOWPoGwG=ts=Hq52XZf%Ov{=D~RfOdP^jDZbA6y1SXHqH_ROBOg|6a
zf9s2Fb{6fCEQ@k!5+?9zM3@-eEivT)@jQd;>bnlQx)tVvgO$w3vtCZ@{UW>Gd2-LY
z`FAY6gbSzG=a<B*smRO7s0vU<lO#rbFz}D(@g(?iHYm82ni40oHx?+{XpoZl)_X;z
z(%4!U)<SJla=oU>^ExZ*N^Mt?_N&2aYOZu>$z>N+rKuIhb)Vms23(#+qD_pi&1Ry(
z0nYfS&c;v<FAeB`-$RRrPU0ua;fsJk_9SM<VoTv5b_#*AfFMAUVpHp;Czn2^s6#kU
z)*6t8tnzjy1+23|gNYn94=b|h`1jf)lhN^@HEW-axxaYl>zan%^&N9H2Ugx$t#niS
zNR01lbU5-$NWK-ZiK5B<oJZBS<&T84=-JG<P?JR0w{C?FEK%h@`1*g*p!g~i9Ddo`
zXDO4KKXAQI{fCEede*SzeCPhF?M;68osbHa9)2M)VPb)#*~>xx@);8gQD?zt)^gXW
z+e61Hb@>UfOB{`@v;3;MfQQ#j!pW?Pn<@g>ZSKpG7Mp<TUYDLjt=VqnVyaO?9XrT+
zsP4Bl2My)mcW25YcAC7yU5VMzd2l(vVEGPogxfdsF{50kC0V!i3!tNm?&hr&NG3dH
zN4ZN7wp?;)<~#KVp7BY|84tnSp`S}Wl~`%FDf7)b@=d+0e=SrrpsULdEkRQ2--oF7
z1*5lQ$JW?h)qb?H6`eW(m`fhzIN3p&?^IT!X2mKjUp|QDt{om78DZxi5<^>VPA-cm
z!<f^FiHJa-<ifY9gj1>MO6%6cDd0{l428WatS0#E`^(?XTEl<hTH(UQezbQQ{i}yp
zo#)z<ba+vvt{4nnvT|9~XZz+gIz!CyJOpgv_1DaIZnI+(!1~4)_3*^es?v$|xoC3H
zq~WEIX^up54^b7Yq?!M|qd8gu){SN2RBQLp(X#Wzw_{on<3?KQ6Jrx~%n8rbxCM%i
zABpOA&(PwNy*4D0+&q`gJxSZPW_g?_n!M=3&g#a@zmVb8&ojrvlO~9NaLFZKftgCd
z6GflPd%CX1zES-X_aP08RVX7X+cWHYx8n9Qo*gS~=5P#6@RCWzZOo(tL0s;>wXqS`
zMTMXBR9cpPTrs7UPE5d~8v*IWCsq03%ZQ4}$LoaQghm6TW_~BV*^!l-Y1cXVzshWm
z4B+z2HoZMMKC2=tX~<Dw$ecXQSt-i08kd+@ZC32aq8=%B<<)WcBM;_H_x9jpbKH%v
zvh(K_BVU&nn9D5B(INayynz{(1s(hSp_XsJv)am_ELcc`@THcb0s&+y%8fJ+<(s^?
zH(R`NDUAs!MWERDtY!JsYOeY(4L^57`V60+KBF)$QOlL^S*kA9`PM&T=3VBNia0V(
zO2|3LrKY+mnRZk1&fD0!C%|Oktf(Z+!N(nuK63P~7w{iK^^Q|260R|gGtiXm0bf<*
zIX`)<l!p1~3**-<lxs4|M*Tz@?E9~!j&N3AvIu-$BkQW7R=)}`v^i>9yae0++V~#t
zw$K0FT(4{F(f@1a!}PTtFG48C2%>dLv(BDYD`8;I_blQ`R+?OLZsomZB~)@rPVR+j
z!`LyDJN9}fr>gY$r}B()>oYemC#O*$D2Gl-z4X6WI;()FzVGeRf|PV4aYzNEK{|vP
zq(P8Ix=XsdW0(P?RT#RvOQ|8HyF*Hp7DW7?@9%vtxR^W6j<xq*>v=xQom4dN`{Ce{
z#Oq4}YD3j&97oB#n8o*Im%=uZc6-)&7}H`Iy{uN|n_7X+?v289<B+5rm<wT9hmJsj
zmF7{g6x1^sV8`%g0`iy-!)Aiyz2$mV?sTXkh5iB6H!^=`WYAHHQkhy*tpMM<Z}CpT
zmm{H2s!J!v_3R*aQ(ZD%?v23n5Bro!OS)v_OG3{2JN-Yd5I(aS>jpB`whFSPsXoH0
z3vKTHZwvR4(N;TSzm&ewl79y0c~Cqxsc*M*uuUt8dG}z@FMxKR4y@@Vh9O?^t*@9L
zpzezP9PxmP^7$%B*=iFnn3%e4E;%Io%*8TLv_bRXw%;nF;>BPm9U}4|tC;0!ql2xP
z>jqfV@xO!f^6WSs#9CDE&Z$6-?Px`r*M7hVge?6ZUD-Jd@9&;t*vHJm`m<h@d&R(7
zuzOE?mUg$sy*B|Zq|E&maheD-v$QxHj}+UXw)YpaNnTCXcpTMsB)jSL{)r%pbDf$U
zt>@RAAKOlg2-YiMQ00-?SoQ9FBDze14pTmffSC{s-={9wpP82w^C_mt6_cH^8J2`N
z>bb;JzPC-O$qHC$%ydd6UEB!qzNqg*4ZaG9LJ-P=0sZg!U#t65BaiwjGtFZwxtI!{
z0nrq{t#JR#U9^6nf>;AGC)1PK^UX*C)DtP;=PpEL4^vA~Rx%4&{$6(Oqt#I;;JBLI
z$ng70AWx+7v=wL*`gjX?x<1W(e>7V*I5_wR0znjsvLflJ)TcGMay{8gcCB9QM8EI-
z{cNOX*mjyi_$=PyIB$tFhZk772|w?-tlCST`H~&MQlq{+CFCBkqf3Y?4mEkHLCh+u
zu>f<*r&-UoeI@iLl{Lp!S!6QKfoPsaT_h${WgJy}8<0)eF9fF=6yjz1=`3^!<j$5F
zH*1I))QFc2ASYU85pEtoww4K>qq(;l*8F)PX?iovb{v^0H29U4?<5J-TZ6Mnd)v%Q
zAV_?`EMh{co$_*aZJ;SZirqRiB%U_=ZYi$p)*$(E7ATo|3V#<mCXCKZqo$CCMc>B)
ze^jHIeDx)HNZ-gz`^6>FO@Lo3CWqISBl79HUh}MM-C6zm$z2xVI?bfE%Q|RON_ANl
zg&)t0?IUC!?rYqo=LQO3gz+0Ztq}Z*8W&`(#z|#GjW-l-?#`Kec!F7heVEkv#kJ66
z%6|)Xbp;Dpd0)TfEoOfNmAVCjM)BT<@V`jfqk6jSt|};&>XNrQ8bkBHuliXVD%ou$
zbax4H_UVj{ZFY$fvPN#%wfHS5i3NC;`wRRXjzfmOC$f)EW9FHgoBP>$F;NqI^~}v`
zV(u$Fd8d%?ZOz&v)~;xmjP?-Hb$jf>p>8*L7Js5&P}ZDi(Q_G>yFq&4%D~=P3*oZ2
zYNvEdwkmbBW|e_8fi`+s|1t(Qr9_LPP4Y+|12s62hmt`pyN-fFK+Sj}lftm0Qukv(
zn4{1upDsw)ig@V@ln{zQB)z^Cru9Eh7V}foSi}cnBy%)=EAd^TF~_B*Dm^SyBG$vO
zJIIT{ByhRaUkl^-^K^ru9bsx$IfxWnVM<6ji2az#*qz3BbdkSRClA^80QhxiwCI{u
zLo+^n&^Iu+1uc|QceWTh<m_Sl>T*7U+}`e;GZ((}m*$06MQ(60qAg#k5ee~I74Q3h
zc?onz{7jz|)vouA%h_A3KXMhtOE$;uhljj1m15n#t1P9{k*~pyr186HI^1;w1FdRa
z%{Vzk$pk;XU4-Mv@P)YH_cq%9uHS7hWs3dK{ahRRplYK70j?hqRS1m{piB0Ajx5PP
zZF{HAKkiYqPn~3)dX7`cN^L~f86%iIWd3<H4K{W*EAvcoia>g)s&y0(qg(16{<>(9
zD|_{wA<-x`EM}8mN{Zoy0Dkot%LI`Ei8!vz(!1rSFF6I8qCEBbC!;L&biKp+Tpm!E
zi410jOLl892qBVA&}MfjXiEt;VoGjN=XkcEBHXrWtCDqIPe2faq4EeTO`2Zw{FhK(
z*llR20E$@S*+rHi2Dc2&+m{aSzuy0Kos4Z2Ayhx@mUh0m`tRd0qY$YJwo0bN@ebqf
z3u+!6SBlfrE7!Z7m**gGxNq#$dA*KNdw=K>#ncymAe?it()pfN1RUBWnex~v=B9v>
zIX$w09h-2b4(sWFCugA_`rR6zisDH8;{1RE)sUy{qh+YEcZ{E16HzMRpIbx;Ca;bG
zFpJ?~J$Zo-tddrz3}RUb#MgTK+uK_Lk9VWei@O@%;QV5oqFGAts&AD!K<D1d%law*
z{t=~Pa2dCS;7Lx+GzjszoMspc7YuTIGFEHb@N;OJoIQ^zIjk(ssDM)VJEeuB)0$K%
z%{T6Ao#;P%KRTiF#=&imBZ4-lrAO57rURkiignWcS=eefiDpX_gLSb7G)a}c*Gx+-
zbZr&)lWL`aFUVU|k1zP2ABA^WwdBv{Ivv3g^TBe1%Nwdu%n3W+_#hge=YP4gb3dj0
zuJBq+P3j&4il}gcNN<{-7mtcE-R>ti_~wx$zvFVIv77nKHBDOiE;ceF6;lvnp(t&~
zu7y-vV%ZMDjD$Ub$PZk6pWJcB=g1PjKL>?Sye1aP54vyPLXO#x@&j9mH?-VUPC_^1
z!TV_$SMRlT;Cwa%A>MjrwBKo8RLQG#5ii*~V4JPo{m`7EVw~sRaKODS>#grG(iPjj
z#ed(t%lmlTPlP4l?|Q@M7=eQ1q6X`KOR?`06yDpojx$_(uHSs1R3mcECp~*OsQM}0
zbSu?Nrm&IE_;6jxDG(WGWE%z;jicy<>~VgEAr=$>M|D%9ZzHIR1lhfAc8>t{=7A2j
z#Wk0}o6p|4fv2AwZJjRkZIBflTJXWnK+=w>>ZG&L%i?m24|{S=Xfm%XPiOeW9d>D?
z#I25hDG0u`Oi%UyESupnrIz}2=AmCkiX)GWbXk141pqKe<-b7LJJ3=pt-lhnAXq(V
zEbws1(pzTZ*8(Hn$oik;I5nR3LbEZ%#0hcT&yt^s;~5d#lxj6eqo+GK)a=I;zah#@
zZuqGkEbO40cV6=_HdfDE!B<5zDILfnEG*9TFSp_OhL+Z5Y3Jtij^4=EV~8w|s6bQK
zgmbvc1!Ckp@4o3gd}q4t_gGq_Wd7R^6{Z>$ez!?Dy9FD`KFTgZ8zDmh-#ol8SLA3j
z{ptFHg_I)^wCT+JINX-ij_Rju3Hks1ZrMkA3M@o)tccwbz$Dl1t8Tx~?o^Uzn2%Lt
zeRkZAe@+J{=1%SW(Vi4@1$^M0_Z@Wkrl4KiaF7P83JUhkiQer^r22xupX^{=J}n+j
zP8La@o`o^s;Q<DN6_u5VJh{MD1ldMgOX>dtB1Ou6x7b=DMSPOfo~jBLD(TNW++t5(
z!rVXo@xj>%ndVh(;MAg_aJgwx&BNC87b=zpje#Qa+}F?fAXX*~_~KmRwlji)f^hA(
z`I1uN!mQ#vf>F8oS=qrNYTuvd3D#>*Pk2P;=Et>9j;X$GOZ(te*nPQHJngT4Ht@{a
zwWuv$Vp`JuL-Af~-p}z^f7^+CJ@xQ$aYI#F@qMM(iR=tY^>}bc35Bm!ot^GwJRk(9
zl?QhkdGEmLMR`Q^k2*D(x4DHMyr_4W$V+qBlt)#m9G%qt>G&9j&#7U?`PDURJ+jKq
zzS%7}O%j8SiRo|M8<}@umwb~DzA@`;h?GR6VxyY!$}%}uBo<t30URjmtj$ziL&L`$
zaiRLUx}j>*pi*AT^OLq>UYqq$b~_jQp0l1v_8)fYDv7`*H+XoS7){Q{JxOo4^>c?g
z-47a}udm)-XYKoQ)~dW7nj&;?`r(s7E=85P<H>|8Onp(W!(VS>uB2BywVhDrS84th
zDTc>7svazzMCTW)L@Q)Rw(l%Na$&Hnpsh1=IGPR5(9$(FG}6&AGYRgh{;g!<?rwib
zXFoT|*!EKTvWtI3CX?|@y;cwY^6Qv+p6gf_8%LFUE|_;c6MLe4UVe?Ztd`zfrd+vP
z9FfF?OJ?W!KWN)fF;@u`ch-IdRoC9_W|T0IkCaUW3(<H$mNLIll8~N*UEY^3M|LeJ
z$iQ+)gy1#3m#LU?h<q_P7ACJ1bFvrhb*!i&Bjo{H15;BXX6PFwQjd{VSC&o9iIG9|
zn+{A>MAAINGsf{CF%;h6B8qiW)!4!>c(s&@=9!5M(-Vl^#>I(X)gAMMWSw4;y)K#K
zV3+6FZ~Hq3_TItO%Gt(5RrErvFQFeLgBAsbBqWssX0+vGG@9X=OPT%BuW_f0t_oA6
zEwWQV=i9Gf)p5&btWpdG7MJJe<>w>iFZBnS?xyLk20lC<_0D(6q<!Em&82)W{gv-y
zqg=?d!7p~(oQ}A#sP6cC+I)>-(^IF7ptN2s;D^?X$t*R;E*|}*g=<t!=trm@SHmR>
zugVVwzvY~XiJg;m{eNlbIleK{^r5IZN*3<2>ufTF4R<DSW~h-<l1_d20h@(Og4tTs
za589W^M*{p!j%y)PAD^SbgzK#rO~>%|HiL!9T9)}PB!i;U!fZ{5knv9h=?@n-?wLo
zl6t{B_cN%2abC7zMe*F~iX>C5p;}*q%Uyrt(e28)HawRCJMMOgtL!j4$xi8zS@!p9
zTHea++*oRy$e8DvM8t$b{w}h6GXE}QA~fHQysESQ2YTwoJs51}=jJVL&(BBVRrFt3
zQ!Jn7MQ_KSPydB_ZBF?NJrZQu$m$pxLA4O}{K0`W{$A_vND`Y^XUFF_ChReqtk};V
zqgS7=^x$i5wdip?Miqk}-AyDF|IR5RUlP%nDUCS&-Wu%8v4YX%ioQeT>-PEOBC;pP
z-o_vks-R8pT#@LMv_M^zYJYS#W)h=HQ^vYHJY1c_!VI7iXW!y+VZc>X!eODQSj^DN
zub-9K9;JT3W%hj~`WZ|Q)Gi5gtBGVw{I~InXOc*z{f<-(g6|QI)to)WF{yz!u?XoI
z!u4c(ZL%X9SFT~yH??GO1N$->TR}muN8F5})BLitViQf7By{mK%z(0Q_P4CZcX9sY
z{Pt_vtM^wmA%w4?_vts78p*Zu;*Mw_x}w5(*HC|Ng^<mwdb?}lj;mvXj_$7SMC#{Q
z68{y_?Yuo5f$!DBbVxgE=T`3(*rF<JzlAhaR26IU=sBK4Bt@*q2^jq&hcbVk`#j*H
zeuU{=&-3k=@&yykTtU82#@}pMNsQ!^R{KXNB7yU=OTI_NCMd7k{ZGRXV&#=8KgkGT
z6S8S;rgw##B=T@gI3N~R5u15Zd>m9G7Izvx_V0Z1AAJBjuc+YG0g8NYqZEUQ&i~xy
zLLp4pK^}9Kp}F|m7Noir=6332sPfX8((q-xf^)r=KSt({7D?m8M+w38zhwKQI~D0M
zyjzv!pQ*q<?CTBV32p%{Vv$y(udCB!_(eU`)SAwE%d1O0-q4jk=X$o{QEzX2@aNm~
zCQ_;B(8p)f>iF9$QI4xXxokw`AEpH9+T_fDx`FgR#yJ{7gr?T5E1am*!BzOqxt9s<
zU5LX53mv>G8T${u8a{R8s*J{~7pujpPpzYc+RvNirY$o?SSj%wO3K2rj#&{kxwfsJ
zO&9TLmh3wRxr4vK4xS!~LHkphNTy3u3}tDz>)uFxQTl;1KZnN*mMRYz`U4hKB#UzV
z>+yB7X{XyQ9U$+A$PsC`zfp_zoxgudjmP#BqYIwK!=z^%-!KI+<owgnoC_13;pXlC
zC=(+rDD{i;Jm&?aQ<@UkM|=>09Bd?I|Ds2Kzcd-Fw8hN0-Xh$Viucp2zCc?nE^}Av
z%UjL3Cg^I~h>CuY*FZ-SoA?KA%9D<*o{I?ash^S5pL2<FXa9~7N|g=y9LpsH&}G1{
zIvobB_N#K8Oxoyls~7dVZWVW!n4naj^dS4Ccx{8k^^hOUYt9W{mL>k%Lf@$bHPl{~
z+2m^}jLveFBoBLHK=B*|S2So}=RMr+CWb$M^!n>BVn}>q|3Zdu(lB^I#4?J4701|7
z$g>1Lk=Ldvn#X5U6Vbkb)~3$R&SH`IVtPGY=-?2uub*ni6b<EB6leI5`GJNi=s9L9
z7pG{|>BKqOFR?Pyq_(4*>Am{~JbjP6MkyOB8-uw*Nj=|UG+UCS0&0-yD$)OZF>)!x
z&amHr-J~ZtZwJdR@<*BhsY?@{YDFhjIt$mUH(#Kp=j!>2Fa+616?#VF8<B-{(Rp%E
zlyXTNB=h3D%a8x%uJaahX|fZ18nPcoAu^!;!W;%pQ=7XFM<q9Ut}oYr|5gzNXof$n
z4B~qRQ3n|Ou+!oZ;Rtw2bS)Z>ow%{SPAS~>3Y$?!u%;rlj)7@uVj<YqDck?~`>70a
zc@aDpn!_nt`$5M@7^&F{24`I8IqpnmB)McZR&BkOCX<mJN}_CSS^_uFi({=aZkn6b
zdLv$WNpt|<KHV)_ELe@?o2bwwBSCmM+&SB-4ZEv7%`t4b__Z_={=0Ha_fE*h_9LQM
zIoFZ#8B1Fq>m<oDx&d}}3i}YIuD{nSiTd(?QZwZv!@kp#OF?h@7*K?-8R|*Qvr8{w
zX+ln4pvdCRuwwI5Tx+z6=o^zOQyr*7enRj*;>$X|{SNX}QhbuSrF3YgzZd$xp6SMF
zKfrn_X5Py_3Nd=E=L%NB;EX@8fg&}Jz|YIe1>TblQZ6|LH(xPMOD?)8g|Q*cr8MIX
zkreRanl;M$shPioqgGfddN>G!#;YWuj=!;qX&FLH_Dbeu=VFOAX?=;anpcvzaiNiz
z;TSMb!^qB*G1gDwz`OlOeOd+D9+L|ST9RWkvG_PNILP<<d5EMmV!opb+GTZ0@gHI`
z4;lYGhLz7+aU2KjnC+N<-?buZZr)D)9vi2ekDD2#jH%CKIE7@9R1_i&<e1Wr4}zXt
zaEL+cn0vxd^GRIKB?`0wHVjgAd3AS`R{Ej=z{b}1mmMRxtGlwiz-eIX*wTkKH<AAm
z$qx*TL#51M`^fx~1>;M(nwC~4*Jr@T^^&Vyu$WJ`?hxo?9p-;OhNh=ifI#A*NC+KN
zD&r086wZU0zC5UhS=BCY6fml3H5gLcmj*x_e2fN{(NNw3=gd~Su(6*Lub)jgGFZ&m
zYtqSYJNj(dDL~*$wKmbUYUp@`5Jq1l+#k4C`6l;@Qi`jzlZ{7W4$;EK9>>GMmTOVj
zo;`~!o~t-)Nk5*=JjT>dC%2mEiaA~N{DHDKCB|vGknQUc$#c|7S&aOSUA%eNd-a%Z
zDjxQPyFJc#=HC|J8sSl#FJx~|k<p1h#R<9G1VTvPponY{*H4=FD5~$W&-a(7lZJBc
zeL6ShCyn2qXY-e3^BX)tTn=XDT9NSI6f|ZdgssHdo+~MMz$oDU1MgYerOKh$xw>K!
z-mcJ`w>Nzl=U<H~L&7i(=wB!kKcd41@K&h{8J8!esymc1P;yx{ih$XK7jQ(h>&#5&
z=!lF-Y<#(FQ(NpPZ+OOO9!U)U#j?cTa-S|*7%M3T9?KFQq!dSeDD?rr{M|XB?tGk1
z2~E-OE(&W0rwfI(i`Jn2XHVbrnD4xjm-#-C&3o;~$hmFyS^;ZN&LqLVal7u1Q=>dt
zeJa|g1L%KuMgqvWY*879IH)pA4^8_fPRz~(J#)iwFsAq^l%^<gG;|vHu}<7yGFdge
zP8kfuv&YiZ3DO5wlvf3f{%5C#=k;B*a8T00msDox8U>tQw;Fd*0``iC?DOb?o2WIT
zb7^oHsO-cj6Qg>`9LzJ8X9|>hN|Zio1s^&f>EQd7cB;00nWv!qkbrfYp2prk>&R#X
zlBy(IUs#x=%Hmbd90kMWc*gj-06?ZGhi7%t6lVqB@URu(L8tWDSw5j3Y<@y(VC8T(
zfd-PGXLKeaj&E$AZ8)|}Jr}<-{MCGagzru>)@1KqM*<`5r2MxWuUwrysPt=*Va?9E
za7fy=*Sh$Zo=834g3Fo(mX3CI?rtonsvXppxifeRn4&-3`J=`bgE-E7s<4kQAcnd}
z=<_5<_d>zB=l60^pSM##tum$8X*wMr3@e7uI>XzlzLM(C%pLJitQQ<ayi0)68Fo3N
zW5S1r!H$RK3Gs>=`$t@%p-4s-OJ~@uREX#B{@LZbXWF9#W`Ar1rU@KgJ6a9JHq%UW
zvoWh3+G&#*duA&dO{bG&*^+8|yUc6i@w!R&nUvt!c>;hkmOvnuN^YD~Fz;H~+7GTI
z>6Yu(tccUQN**fii=F9d!9=BDdM9hIx>vICAw140#=qBgrjTqU82-kuN}Pnm@c`&{
z5I%L)4+Kn)=p1*4XnHb~hZPNXj~*f*MpMY~Ca2>2M<I4WTX%X&l9>dak%Gpn1dAie
zp;_KIIn{Ys-176dYX80Q!6CiY6`%^1dsFTI+)S-Ghb<t7==z2Rynw~AD$MR{>A`t)
z@h9k<;fyNUFaJ?@U+-iYU9*{u^(}P2ntX~U%LIEl0-2f0nCEenK)z9Ue1nyOp@g@l
za+z_bE|5~IkQarsIf@DIJQ;?{GCN^WUH)2ab>9J<cwkDV-RoFS={{@mggo61PIfML
zhmpQNNEDdi*Ha^{8iUGt59V_$t2H(}N#q60I-bD!!eNU;o^|}V`IWyHa3Q=SyDMGG
zeRgi}l889P_sWZQYuUNvQuf`E2zaYR0f(CU>HFEFm9tZ0F`Ds2hc8gdp?7t!4APq4
zZROv+3OHH?MF6yz92HcUDAA*&UbR&;vyx<&9hXros*4S+2)-j5)Qg#&=8787m01^h
zhFGDh3<=ONnjLxVV4aX{ii|D<*1&P;77>J{j6l>qY-qciJyRN!71Hu$=HCr43c$_5
z+lHeU-Sf;ar(J~a5@RGeHLdY%o>3)~XoON-+pl9ENEUHG+_=GedwbQL|DL6U1n!Nb
zZ-%!(CGy|A$tJxFd>FW}ANrUu@uqvBBNXX9IAl!scRRft12=0>mi8qYE_2*(1;`jn
zfgy&FG4`*|zVn(_UE#p@vrS}r{JylL5JGI(jg&7ZqIhHcb>;X)MH1qTp~mS;ou54y
zCU+Qzuby7ASky1F<T}Z!@-FK1Jb@e;cZe0+;K35hOsRkP-(E#4Yr!M1;c++s{^gp1
zn*t%PCc5&RO+$-SiRierozZ5#QE#Z#r9~5&NOP$xRaq|%#am=_o(nN*enO_5_!f5Q
zid8}-I5J2bZ<kzO7wy!)ATsnVOQ7DeQ^|oc637a3B9_-i?<-7CY8>^-mW}TuY-d5d
ze7RP@!OXbI+I4qSQ7rd}fch8cPz>1@{CK-KByGc(mM6OI8zH(gfT@H)6b}VmEfXrQ
zp3R(bIY@SmND#XbXBsG5eRrkOBi|deEfyqSLBK3%W`%S6$<ul`u#k@|>nH*h2y%3V
zd{n_#C03$lYQH<)Hm*ojE;49(ue{yV>~7U@e9T+gl{jI?m@svqqtKwU!(GnvYxuz(
zcEAyV`aD>13Pa2#6d3b$t-q)xgyYe|EtAToG5E?k>_}c#n!aF0X)J(JZT~(D96;ei
z8OnBclm4npK)69`oKx>BAw*?U=^0AT%t#bMq(Z!uY3yOjH)AdWQMrNKjG5$1g&<u4
z3q11JL}cnlTI#ml1{_vE7X^wS)&lL}WYy=vO5Q%6?NcxuCZlK~2JY*q_$Tnc8bL=o
zF+>c@4Yrf}<2j)A^N&x+jn6(IE*{>Nj^;uH!gsaj--nHlaS0un6gN>YheG`}4vrv<
zWATSNd#}j$30r>RQv)Gnqk;v^GRpy8oSju<!i&e7n!db!oz?j(eHOJ7yGV+-`Ji8R
z?CY*aQ2PvW(Oe#D_C>{V&o>JTx~<%!`-%;#i-Z}4)@LrF9CY9DfWqTVAkw(8B)Zc#
z1s!F{4j`^V`DWJg-L-;hbY+Ij>Y42yxPRpRzfIODk1aMwhV7sik*!rT_@-Qow3VOz
zU!APBPktcF&L-WMLuNny+P33N_9MXBW34*K`8d|nou^C_mt$tCJ1ZKCR@e3&_Gt<5
z5)yDSOox?j{-_UgsWLaxUVivz(9eLyo6j+f=VxbiwEkB|b8a3tr)x39Po+I}hs)no
zbpIaU8=+&@$RD$PSBZjpL+HnbN7@3f`}+x>iv^5--I@QK8;TP>M=zPGmwBu@YA&nR
z`~<!(Eh$DlC@+hp%P8UP1P*#2*DiV0YtbCjZwTt~5ryM!Jf#$dMMzedxGSZ)g#*(h
zWy5>hwkiTto1uR2gU257+i~SKL*>HHXoMOwSe>0BywHTpYJXpTHAM?gD5#)PYBQCb
z{}sy#?YV{#+-KdX*G2Ev23>C|9`ntw|MbJBh6TQhdmQ^F;$n8pP`L0_(j$0DI$sza
z)6#s>>cKtYp=4)f!j^WYNk>xR-!LcL%mNO^>|b6h;0@HGm4#J;lr-cUIc(ONEN(Lu
z%k;nS6yPgZiu@u^S24r$1IDV9*jp>Mpm%|xYWlFtA%m`C)a<m>?7VXQV}+Pr3{4P(
z6KeT=pV5#ZBt<V2TRZvGC#J1;I^x+)<9+!Yb~)9>w$hIjdWGXU2_h6H;g6TTPfP`+
zMdOk#sAqwUf(K9~yKYE&-SaDo4^6c@>ikBCqwd9kY`^!Tlwk<;3$(d2GJ}OZ3ei|R
z9WQSoIT4Tqp6%s-o7X-W2#A%7i;aX@=_){U|8|z@L3q*NFZCxAJiFW)x28($5vt!<
zT`E;PmSY^e${30E|3ni)Q_K?n*2nNL!K`Ml>5ljZfp*-Uay%Evk>7Ox!u;v=SJk>d
zR(B~>#TmOT7fn@yhQ5jaMXq*Os-nlZIpLY{rcJX#HZAF0mbs#ZSGIX^oQfEprJw!F
zwQaiyX;p4W<FX#WRxNsZU2W1~PL8Kr|8GCX_3qD~(HsOE{)q)bqW&1z2>Kb(FUaxM
z*;viS9MZK!VuzM|9k~xarntw{&6}{Yowb$)u;Mr{2#MH(tJwH&{^N0xZfzg?hat94
z0yvc}is+JlJj5g&K-VoP5YInPlx+e!V$56><=i!M>D6M3LVgQgtIkX`iEtq%8qzl<
z;xupY0YY`X$rR5jspVf}VaShoDEwt69U0Avky*<&2l-0Fmi}?*jP7-^b69>uC_2iE
z$6@-Nl*aO<!(M<wO@9phvg9L>z@J43=OS)!Ir)@maI8a}#7PLBUt+aZSxhc;LSnXI
zu~*7Dr>5F;4yL6tMm9c%P;)vV*;NXp;j1;l%pnxI@yK1LFZ`J}&b`H%(_crMmv8ny
zn1OVY=%O!BZ|{@Ev%BLOVj2O(b#`fqlD*tm=-Tt!KQjFT0~EPQe^ys%h0CU5*b@$M
zxJ&9p#^+c$rg`@Ps19gTC)L0b5>fk<3xj87i?Fb;2ncxeg=23#T(^v~Or=dp<VJe+
zZeX!W{K&NP>yu!M3*F5t&fGOU==e3IJg%lD3m-%kx1WbUqagD!#g7L^ZHbz`EFGD8
zypM_EBt&6r&0Vk>JEjOpPICc68Kt&{vpcukOzK;|8`U3K(W2Ht7RY-_JFRzp?M4HU
z3J!j4k3Z#%tT+G+`Gh_l3_#LA(<5uAwd2mrpadLfAoP%d$Nfh#GhHBmgRr(0u>AGp
zSA-j>@(O@#ozs;*`UH|N1qM|;H0|tXwRpI;kiX%w(ThSWPyZe$XVw=clK)Zp9nC0L
z({)WttIdR>ghWS2Puu)%stHQ+naG#Q(aC~EBL4l6`S%qgO21xR>e{Jn$w*tdF{nmu
zDKP9XNLyPlYekusg&^q7m2JqiZLZ2MJJOuE1i#{Ms(qB2A&0Nc;NkCN4fO(aH7q#C
zqK0^2jZf;<s&kT^|IHBLao>^~*=Nnd?r$eS2Bd|Hr(aRREr;c{<9&-6z8sVmMvz=d
z99KCbUhXXoODt!fOmM3b*Zz(N&GPg)nVh>+x_X<R9jJY#x&Uhg;SKAc_8|VT-ipy|
zKV?&aZjxI$)dqM>vK{6unL>-XH-v<Rc4ld8_1M+F{}6_FUp7_AITO=xMW#Urg%=`V
z7)nQl!UpzS7D|^uX(Z3=`&yj#x-uv-`I-XqpGRKI|FV<<zU`yHv&_AxlcpwSFY?;v
zyJ;)TJ@8=yAFQb{-jFLz&wYIDWA#z3XronZSyH%_g(M!7Rlml_J=FFB^&FsRAMcca
zQ8E+kEl<WR$E=AH=+EiykuU64&p??(<*e$|6B7!YaW!|QN_<J`eW3nW<=vj7yHj52
zl|B*gl+QRXG(?CpCqx;tE{utSd(!lFbt^~KV~I~!7V(%*lWgPL<Ylc_@ze>!3Wk(Z
z7$wD8L5ZL>JBs4+-cOn5UNdU8ER_@G4V%@<A+i5R{W0HXKJ^O=QfW52)w_fcJ`CA~
zDMuh<YIx+F|65VWC31T<pgxk8!!Y$FL=B6I0r3JM`b+&8$DZyBHI`+DDJ#Rbzi+8R
z&ZznwRcY)`Ul2UvhbHFSOlI;&kg1F!TQ3HRD6%GYI+7O0LusyvnOTR7b9z{No|{dE
zDH&mzimYNTJI>cedVY7HgiJ%xCZ+iK&&IL@scGnl=*3_+DNkkcT~D<5@dE17(_ug2
z7OzKSEmxugm~(fZ_=E+y(CCjW`H~;usz)8?4c4<l=emumCz4!p$)=vrYdxjcQU=$w
z;xv;1A@DJ%O1%Xto%KSt1^V)G(OC;F>*3MxSfXZ-VQTWSbbQ~W!3VT1)?yp#5)i^4
zC2fgV8$vNqhvT$x|8RVt93-DkDp?cs&qL>Y6p8D+0x9{E%oogYD|YI)V0tJ3dFW^q
zvHZV?#mUP}n;l83+|{r>Rryidb^ODu9*JOq?Qf>1CFNiEjeCp?r^&M#38SN;vV4Vn
z#2_yWCs>nmbF;9zGq+NC_lT4QOjx`;15|c~iWl~5#Of!Ge3SYc4xT0NJbx<MGkWK-
z(H*p@%Y?_V^m*=sH0H<qT@F9G=Ayq1%6~Li*!gL@-_t$e2`J8!I5l?zA$fifRF~iY
zaJ)0yF#=0P@1V6+78-L`@NiLdhA65*6ulskj;AgkqIb^&8P+m-lkiY5L*X{9sJu61
ziMIZidUZKnO+4Q&DD9>Mk!n)qMge+n8s!CQQJGniGmoJRO@5M=Ukoj|JqqdCXqwIr
znEe`Xpfr_9f3N{HGo$cj#;VkUzwJx_#R9kQqNu&Shjuyl8^$9He*XwdRh(JRA!Lq-
zGfSw&po=PGJ7Px84%{cXSWPH<cl9s;{Sw3@+B=<~Ive6X=Dw*Yo_*HiIQsP*EL@cw
zw`Qceky=dViX$eyoyaL{re(-#=s{X3Tiv7r2RC=T#^=b}LB^}rSE^rRpK(aAOi5bI
zU6lIdYp&wjp`@usEt994n^pB%U4$~a@(uSon#9El-g*1}rLO`UBUl~w9poJ#I6tfX
z_uYPIWEgdzF*77Z_5O0P>o(8IfeH~a=uFXdynp)RW|6X$>c4`+uV`9NxvFYiR+rMK
zr<`F(?-uKJlfr+*u)yce1IfEzE`IDc)q1n`7!X5KaG(x^ur#7wS#5a{(%I%gM@5DB
zLba|!X>Cz8NtM99)yINry7BqsJt=}ry^4ubWyOw#c$EhV$)y)|8Q`6iER}|laRQ2E
zKoE=t_w3m<QqMIPj%lsot7h{4ij>VNBifI*>U!Gx2q2jTZoP?VP;&M}MdM_2hRk@}
zQ;37fpCSMLbS7nrNpS=yt7Zcyt(Mk>Z7Jh^z?qGA|G6w&F(JNDm4&_H*{DsVFix~E
zR@A~IsB|SWrK2}36sM_X7Ps}8JBn!fhYNgk>sT3Um6#$#l@U6;io1grKNen&?N7U&
zZ<b9l>W#GOHcaXWdczaAfdO50#w}w$jOdW!v>ZbJ9(96Lym?Fa-W0!quFVtUq(E-^
zvdNnEQ5f>~vQR5JO5GZn4hCj`K2A>#e)8TJDAIM<0@Bl3Uob55@0vaAnFaqnHv73;
zfblGw{!n3^3or}1nghv%A;(4=+mcU6?T7Bg1F-|8N$4iAI=`B7YHM^$?C*_I+@8(P
zLll?qu8wbYmBF#OUDr4D!^ZTE1f<1+V7^8m%xYs8vna+w)Wgt4PWgpL|L*4@qT&oJ
z&=rCK4MZnxnd4!vSa*587F@6#;;7^18>H#GcJj+G0x{RORo%8#E&lFJ1=0M!9f8#!
z{pi7C_b1=Jk{U4^6k^cMjd)zyH7{E$z&FD4{Kqj|Ak&yh!FH@Q6|ZF8gf&73xkCiq
z5Cz}4IovK32kAI+#k1P~rHD^ei`PUgC9OKau+*kOoTZ|o*BTQSGhL^k1E*D?ht?X*
z)(*n`NtP5xULKLOe`0!q%N_Ocmx_bX(_JUcs7!pESBVBOmOc&^Vd)?*kDpxH+N<#$
z``<D57WYQBgXdDzT*NBr0=X~0=GvE(xVDwz^!WT%EI*~onxdT@WH+7??LH&y*6seX
zv%;3!{|U102co!JTGsA*VxiGnzqlfwWgKcjJg90V=P7mlnWh4lRFp<T?&C%yVJB`l
zf#@SBp3Sh~uc`L)bdDn)ycvI-oe4k%abpLsozIW|>;&HWj}Tu?8p3wN3<*&jVaN_a
zzh^+jTq9*uxiR6Gj!yDHv?r*dJYd7mgpKJm(9Z3ApG|z`FeuE>3cl`QnzNXl-}=jk
z?>PB)Jjj@UR;1Z|8$!6~MN^qeaiKFCa+Ab36Dnp8)|H@FMH3j%tkG>0$Hx<PKskvP
zn*bYLn;H!NbMv#r>>CKe%J<#IyO`(|QYQkrpKNhbh_|@`HrMm`4h{;?{Cs}+yy2>C
zKXZg*tj_2oiMwTbs{e>?1TpQbfVli?z8RBq_2ERfA6h9!xPgL)c3~DBCa2_hBIk)a
z#O#1Lo%4h&yu(b(z^|z~ZGe{jlqs-~nWnMB=KAzVyu%*miT$Jet>35XAzFBJhtzWB
zrp5Lv=N7*nZC2L<InhS^sh5fh?f)6=;n=G%tNQLwHo{^?<DHf4ruM`rtEXK;Z<oIY
z9~#&v&+1M-$cRO>uFTho%z9>`0rskvm4t%-GPQE5=>RQ;S+3z|+|L<WhovsFdY?F8
zSP{RTuxuR}BEG?8J|BOgblqn?pphmTie31$5l#G**TsXXm?G<ut`>X@TTv`0i<gK|
za=0HpKRM#*fQCRMz-M8Jub+>JH(1%`|4fLgPB`N_th)F-#S}Lh_joTrA{`{uKm_J-
zI=mu*Z~<{~8rF-6R|%A7MM9dmBmQ;?nY(ywA}8`MAF~m@Y<Brg4g<~%Eksv!c+J4n
zp1y9^nx_A-fw0YcR%dv_mryHVKW}P6xNN<{Krk_6pEGRt-mD_kwPKC}q+tENS`Im)
z!GFuVREiVw$>zaW&C1Fm_k7ashw5q0$<D`u=%R;P<R$+1%vbeBu>OTpTKK*!9T=C7
zs9-`t&JLxrq?ci=2-xLz24IPaoq3-Q<RZg$KpY%Vv1Kg*3{)M5EH=?#TM(2<gZR2}
zI4sHc5)=UVUFdY8b8))<IkA<&ui-@NOAGna5@H>;c0cx8-(sT6e{;2H6`82|!?6%e
z3;s!Ads+0jh-=7?*!vh4dY7TYnEm|VVB!URH~Gos6UMzpS<?P@etqU8M$hP~{;W#$
z4rlbQS$%A9@0fyDIt`LLh*OQ;Hw%psRIp7xuE2X-LG<|Rf;V=QUTy73%5oYA&%<&d
zU=uHdCixFVBX1=def*~|^dKVNGK+13OW92qbc*aDFRvDzH+Io!;r3?P`TpWVTb>xG
z`8^W%ziusB@Ncqd$fbWnkw}{5!M*-1d1&_9u=OWG*rgo|>95^`hW~~bA}^lCe4wBd
zAB~j~&VHb1@v&b{6OY0#Cl)%<Yo|!tU;7<I7GnU92x(`VoY~61tZ1fy5Vw1T%q`i)
z-}%slLxHc)x-oomNb|+XhMayVYZUdf728-B$JMCOv9@Q!13{bSp00@kJpYJMg;bJs
z=reZa#iv2MRX0*zO0p|XKwR9dgGa<83Esbx5v`W*lN;kpA4J{1Q(azJ`96IDuO_Fy
zix={~-iFe5w#`A$jtzg57AAxt`n(Pc7^0i{ku@#?jDIZXn(3fy6$gS|LD^g6J?xf6
zZAzy9J%V_jK-bkE+G;L1(3A-oT_Feh^v1$OAv{#2v<*f&29%SV2celDh{oS(qN*ae
z^MaMXKjj1a-pi(I4(T(zi&lv8MbSy-(~{gk?7skW$jRZ%+rdLmWHIu|&5*=?1>WV%
zey`5v%*O|zkHRts?($*ZGx;r5*`T%2{erQq1YHL8R(N0DNWc1kR!x*}#mVuRK80IH
z)v&3+t0z4%<6kYF6M5Ar4HjHT;{CCo%Jij2;b+gUbi5nm{VonRr{(!H`_s9rZ-iMJ
z;rn2rH%kL#mkmw!2m6^lcY6&Hz}Gx>qhp6!&fy%(uM_}PgdqK_Hq^VofowUNm~>eQ
z`!k>h$+mPJn~G%zBt#$>SZSXdl?o`rm?2mx2cq)SPS8$rbqtVCO$m9Kr~VuS&r?Ge
z@7{m>L(k`m^XypafIMYhv^Iqb58%Q{iHnTHG9+Rk%68VNBT#m0tiz!qdb%4S`o}a3
z_{?^qM8!(WtObhpU#~>skx5Dqh}S7-1gt*E3<!g_uuQePZdr7!{hM6(>uqt*^$UQY
zCfM45n>Ds>PmT}y9mf7nqZxBtlyO}naJIIaMfH<b6nrk>wbPKghq}A*ELXWsfxj&#
zZupxuwbL~{`j&$L8#9YmEOgvY(8o_~ga2TDNEoo#HyLaA=d;cwOZpk#5}j3l^W~~B
zBU!Nl95useVj}3NZ5b!);car}^aw5}^<mBI-`Ce{?as_Jmqrc$@;UJpv7u6k-OzMf
z<NAVlYbyzEXs${aAj{OY_JfnzUVa5aRF*kR%uRcxMGJ%>&zfE-(aLWhVQ`Y>3Rz71
zuCiP(2LFDSIJzp`I!QxAL%K=yMICnKCwh*T%eO9yh6UdxtNeU}1@|4|lx5;dA=pGa
z-F^1OM2`uT)+4FY%Q_+4HGjKcr5ejqvK66YRU6Uf|1wNQlzQnWn&N`Y+ZBKbwT5KI
zhR;051D3W>!#Z%9QBXOa)BGkWcU4oYqWcM(cty2uMhi6?9`I8ThQx=xf$u-8<dNBh
zQ8W2n7mZe6&irT}0^~6d59H@E$mO8&1d=*O_|jlh=0w3@Y3+y6z<~lAEkqs<7o|xB
zZ+wgar9Fnd-F9b{E^By_Xuwtb6I|f1)Y5vv39*QfuYKHi66j50S>}(;<UYG4k-#vZ
zi90SZB+@MfA(tCie$g`Qo(5!JeCWB~1OKew6MYnDqkv4)#PR*WhG4vO;)Ho_)qbr;
zFARtoqQAsRT(#J7d3_Q+6yMU^T-_`XQY;hTAGGz{Y)cg+E*OXvMn_p=s!YpI-(#Ij
z#5Ku!!mL!cL(?&9-kM?qAC5$zqJY}461}q@p+}3F#yKZ5mzN*_3@qTlH&X{?;j*ND
zG+0mv(HG2b6XOgP@l$dlGfyZJ@LSQO&H5}cO4bRX;RcdoFR;U?u_)F>%~TqY9Ze1I
zMGnd@L6OTmy-!U1?k7*Fc95+5Tbp-fMgV@i!{=jevH4V#bnVY(D&Wo*229F{p$cI!
z*ePgCC`3_H_j$p_y!EP<nb3;<i-u~q;uhcH7IP&YNA`!GY{i0Y;1so(`>21ywurD&
z<A6LSbZeY~eTnpq0QkvIz=D*xxVS8wIR=A;b+X+&=)&LyMvYxk|9}YCsACv9t3)mw
zX2Lnr@&Yd>Cv2<xLqZH$ZUJ!Ej{0yN4o7-U@9>8XUPCw6%&p884}$j^WJ%?xJ3=e#
zU6~9_j>W&d_51p?iwm*LWbi`g&ocImBj2qv9e}uurNc+L^^gQ~it;>R0P;jo?|Hq_
zkdBX;KBM!vx<KS{!W4!@P$|_wYC`Ow-75GdZ#;je$%MyvXc@7g=EIas{mrXyb-$ta
zaaGjY0dhH5KfA>vV|DM}lsG9fCKsTW-?!Cuw|;+wd6EPo4Pu^457xr~mM8K!%v1Nr
z#TMVBJ%zyx7MOp5o=T&i9yv^gMUNPy_(rcE@#VhJe-S}QbBOwAI{Kx)0N?=>9?(wu
z$lm?8$oJVsB_6qagM8~{m>uj(M1#`v+9Qxr-10fV+>`#cHRl<qHWL)7B*s;j0}G>*
zPIgrn9;&^Z8Qhteoa6{+eV-RZ?ub9)783>p?Z++S0yK3{Poukk=9H>^2n<EEN8Lm;
zx1d+`PpcrwtKm#e)me$XBL)Zy?pYoo#kl$t((#_$=O|9-@<;c&)HKc`Z-|KAdP}YM
zH!vIFN5mXvwcdDy|MTo`uX_s*z<N(`V$|grR?5UBc={0OMJnNq9**OQO-_SH{SKr5
zlQ3zDM5$W6Q9Bw*D&7$WP`XRuj3<hF+}eSL4rSTVBuCV*GMf;}vB7f1+_yh;U$PM?
zWjK?#L~_2g8AF4Il9(B-I%7ipyv?7ylp~pbrR*-e>fD|tIJDe@lYy4-i-Kf5TwGG1
zm7VD*DpEH&KM7sw2nD=?o(lnAsl#kpQXt@aS~B2odI)y~I{cNaN4uzN`%swGIQGr#
z-%Yrhs@pqenyp9X8%HMiiiD{5`oRH}r>fnvbJ(~L92A5mo)eZ9bQ7CncL&vOE43>C
zERR%Alb63)<4OwX#vJ$ZxBm@gpI0*{tbxNxnZzynV^b__@jktn%}$Vc_`TC_y$VZH
zhnG4sp}u)-lUqfH3fo!tvMS*B{QLXUXKRIU`Ya@M$y4zJTmGD4m4uZ%!kd6J!h5q^
zmh_5KDulWxrGT9V^5Fbxu1$1-tce7&?f6~2D$7@6?Vqs|^HP*q%wNc)0h0rS$nbXH
zOK)vI#gDI~a_G!-tgL6eec`wIFA?DW8^+^~ZC%l&bZ;qBRJ1R8_t7xL@i`1B5RSnV
zN9#%a8p#Tag~DPz)B2@R!w}sJg4b4!xJ?wvNemJh=+R?a3Zp<=NESQG`IF3HN-9XW
z@;Rzjj*$`v9@$0+q|UsJP+UJKLJ5O6tp4~U&#POoztdz-bU<p4`Z|Rf9iggh&jKzN
zeRP<MB)B*J^5J~wf7DjBYIZ72tel??gmS^0&h(|54HX1jZA?yuT-Sv()-RXonfzL!
ztb}^71Jqp&nYbZGG(L}N?psdYtjxD)xS@lP>R3B~h8qL?$D_#?RtTZ~Ap6HYlN2%y
z=Yt_baI0w^3T5GjO6lbMc)&Xbl`(>Le)X2iEON<uJ}KaHY1U>qv35upK>xLP%rD?<
zfXd8wD@sV+)O~=0pm)n$HS=*hzZD$;Y0YN^T`Y(NS?hSNd|>X`j%}V7<;)|w*KLNE
zG*1L(KB>h0cIeap+4&e)dqJ>F{HgA5jVvjZ(JX7v<6z*MHfF=%%uz+4XAvffW<A$_
z-Iz(dO5}TTHXbEhPDbF*&$t%ZSr~ou`E28xW4#uQbR5c9reC8}kajxecdSDLYf8#-
zaB_&YG8R1caTuU>=K|4gTZIWR`q-+2g@|-4acDGb+Y$5aE@!C4qt|3>5C7?0IZ{)7
zM^x82!}bsO*;-zcGn@(%em+pL0$@l4(1=u<t^x+uihq;GyC4E{<%E3iFdq>ilP-s3
z9^6%L%-YoiM74e@XzvC+p}uX&i(|ME`}m!qCEZ9hmxu#{b<_P9V)Io0%|i3tjbvx%
zQSQbpSraP%2$gk&%G1jUQl9(W(fRLvs#lBUoyj61U>RddPMdv=q2A++)OLDp&)>#_
zv<n>@UO+dnFj!GQq0YpmT*^f6uAq&vI{WDpT8nS0Hk%fF`u9F1LO_~?`Z2}$GiAuO
zU7`5dx75@?ShGYqpKc$@dRAoSyQ%+S(I$x$N?xR1+NqMA^3_ew#(gv&T%3~tz;pfz
zb#Gy79~TV&M6nmO5(q2uhJ}wc_Zd@yL}atSNBXzdnVf3JSVhOyJ`%WahPcItrzKfd
zOn4Mwz<-k$dAnG{;-=H{{a=P2@o%-DQ%^$FN!jn^rX`*7p^d}8uK1|8A*t8*`AxFA
zuvtgZMB}mvgTD*PuNP|2F=^p;9H8h-fmA>MBC5@*Xe5u<#|}e=$AYt|WS4>5rb#jC
zN4mF1A%1E0aysprB_mcNcOyWp(qkZt3qt|Cudtsr@%7w$0DJ%0`7mD6r{L*$C=5&P
z$xG3)aaodL!zHCxVY@VPF>I@W()a-A(4hH^NKb#&_?PVCZ$%**nD5KdlILBN3nJZ;
z2MM3(+6<zTY#t?keP5~gOeh5}80Q}N-S^9Ir)=f>M$pau5xVI7chwu4wJlV4p-6y(
z+I-s41rM<I-P&wt7-LFaK-`(_^~i+3CLdO_5E?WRy~mF<k{t4d(3ABAc?umH*En1=
zJevjPIpiWQ@;ZJ<ttt}nU)hti4?P0#wd+0jrnQp_N=6j-Scf6fyi|R{gGU>G)^BVk
z^OK^1Fcs3=w6JL{4{h^Tk+g58q~LMS516@BNWqYY39SWt{G7?1af!t_nRA}^5_~6P
zS2h1loF@|3JcG;h5U@)STf<}N?B6D*t+`Z9WfFiBCnphz1)qV*7sktyN@xZy)7Pq6
zzxnYHy{7Y^oz$T=%YH$mK?&<DWPh)6C5Dd@3y&C&f6HVDIr3_md>eE%R&PSLoRJ2e
zBst2w;NI>Qd4ZMA^hFjPf{s13R+sb11{(f(_Ib+?kHz#4PkavM&rDN)9e%}raK??B
zoOl)cxKGFmupU&iiGczTFu%vv*m=F|n01=d!eXg%!X{g2_at-47uN(GIyILJ$AVkS
zf@z(6CJZR!lY);V2o~d^B)XV#s}th5^_<^p9%pVeFunmJWf7eM)9WS)1p(Z+eKT<#
z(>if2aTk8;A&m2H{p^jez`FK@rp})5%>qFu>VwocLVN(>r|e7#%Qcqr&cFFHzm{PZ
z5tKxQ-;aT6(6ilW?ev(L9#GeZN~$r%g$gm#8FTww6!s#PnZYwM(gr$10<i#Dl31@{
znQ4PiF)lprc92;O%T*wSJZ5gg)sJYzRj-^dB=7+j5TWQQSl;+Gye<5V^y$6Pgm!f9
zlVsgaw%URlB8J&B`Y>iFQ=D+<ZoT#E+tJjk2~zXOMqkxXTt-3wM#R!O0rnx9(EkeE
zR`y)BdfJn-1Kd7d60PxYySqI6^bk1=A+Uoi`YD$l1Q*49z5Mri^DUZ$IfzBsa~xf0
zx_f3I>wPfpWuPNfSTbv)E~hk~*xluSVmx`nyNaA>%0rEhw@7fTVrVJAO=U6l{~mlv
zCumQ7*fkHc5gnRbcP3|@3&SFqBBqZ-;J`hMC0%GQBt&0lQ@4;HzCg+P(1QSKTmmTi
z+oK+j{!J2qR^Ef;Ncc(g3$TlX3}wj$al*o??@rS1<pmQTh6F~qOZy@FHrIY|q+$`h
zRniNUB>#T!0$==Za%8XQf+}6$wf1fH8%G9+isT1&TopCHLjnax<S~hkGn&J;a$_<n
z#A3iXl<Nh-orCyr<1WE-jNcrJN{`VZejR`p%kH>kO^1<W>{{yi&9eAw)24z-j~kI<
zG?lDf2H_<^2M;<xdCk;s-HEAf3Vdb|{ZOa>Z(*}fv5Q;H_1ILe8+VhV8dnd`FaT!e
zo)A;DP$hC!7*@KhzyS~FIux>76lDl|nE-WQd&@+lzP<aHV~ZJ8tM#zQV;=)P{gwhX
zaiJ8^JlmfCKs80*37AZYM6|4W;QPZPGy8u=>s}Jw-7WOEoF?SxV^myTdUis7L9CT2
z9|QJ&<~-+BdkL<0KibQPkKXjoW9gwQ*hJu}_Ps}kXg@(?S@=$OD2aL&%Z}Ny5iAj|
zN4apCi#{mMV#X!^B-#JM3=_2z%r&1;N?25UaxYSgxkJP`K>NJKe`$MfFT&MXwP!7d
ze+j|g<~?f__#;~jB=FS1gl^VP`xCGWqL9fhC6(F{3(w!`8cs~F_@<9$FcUn9mxb$V
zGIck*SJ>B;IJ9mEyF%$qApG`*>|uE6T4MIJ9G{<31ASjV0YgdA<dAcB-Y-R^&75y0
z-YGk2l$>^)wmX8|6c3=Ja8lE{2qb`HsY=`Dg|1?SZ%Jw|*?WKtg3|Hr={?~bO5{dk
zgYSsQ<UHFmy{Z+>&m|8}c+~p11PDEWx61u7&&V(fgu#9qS<inZRYuLZ!S9EGSLbu`
zHp^P6pExpLL)e9Xu<E(B=v35}!T|4HS_%p}y(-g=0L!JCpT=iB3;)O7TSdhgG;5=Q
zpuvJBK=1*A6I_EOFoOoyKp+r&2<{NvVHn&A3^LdxxDyEO?(XicXR^P&|Gn0^KkMB5
zS98;EPgix9bXE0Jw-p5*V|G)J{vVLIVqPZAsFaPHGUVmV+}w4w4fUNQkFa-wh~q&d
zW+LITtk6$p%cSQqvTUfJ*6i+&uisV$I8GA==CHXX)sG2xDpg7Q1Ul6d21>>NprhGp
ze=LqIuy!UP(!f*^c%4%p%$l)E(`M+U#J1Cr_*M4y7n1PkPxy~qQGvrm8a$Q+YvdnQ
zhy+)DN=iXuksOYPA&WLyKCjG(J?STndp+dnElqyx(=O9B`uSDx@Ea%|z#5NsvN@Q+
z<}O(~>P&1Pas1~wvh^AlBCz|U-HZr#(D)_e7S6!}ZTOrw?qJ+tWYy1<AS0}I>?NwI
zzp4A&suLf#+xWAnv^ydj80?A%YBNfizB)MH!iu1}NT|I(^>g-q7-?ZY&`o}rJ~?@y
zlu`*=c7VlSL4pAb!Y?6hk}ie#7|<^-fv55Z+$0IakzE|fBIe!&V<Mnh$FtNhCz<E8
zAXIORgy2L}*+<5nh83(HvpS)rj@PowWWRox0Qd_{l~RNqH($O<LAI?6kH!)bg{UX)
z<`WA6KgiP4vhX8DX;~mJ_v*?Lo2~kwCy`EsL#hDcbGeJs-3xpR%SajcJ1kqAb-$ce
zab0cca{F1!f_I+?jj>aZ{GI3WIf-yc$NkR4DE+L9gEWALDJKJ}W+*@Kmk=izqle#G
z%a(;pX|NDT(Zpz1&*iLUD-zh)l*(~XE#AS)0T>_{J8Ta_Hwj$-Qzg;jmWNim^AhVV
z8nm%Kh@P9U6zdrsK)L3mD=5bS6#}FFiGZ0A9r*PUy(3?DQpbx`YXb$yOXaw4)B=<p
zJ!f)|)zP7vL`y&#1*<Y#w^-3uzL@72xY;p+rO_Y0Z(~~~em9fnYy2pWMs2A{3{1rU
z(F^gtFVR)itG0pnT52&|Jsuik)N$!kStPDkY^%J8cI%`ym83=)j$y!6#l2CNG(IIw
zm(e8(h0L?yDwDIY<l$H$uiyHDCD(tKv<jv4Cqgd*z$Jr?e??EV_+XOd<=xUe>xfor
zu~@QD6ey^6PDcC5dXmCKP&sa$$3rzh4vQAT$3ujnCIuWPDZ-B5-nZ`)ZUZUfgfE9?
z!s=rs11+=0{YOD4^wm!ZYqUWhG@U(Xq=Cl@8|WQ?Q>Im7IMYECogHdGgK9!{n%pxR
zm^%v41q@;5_}rZ5b&^3)s+y~(x!e4Eta==5*yy#P_ufB-MUR41DRzZ-N!h2Jx#J2m
zV4316RhR2iDIaju5n4dt7&C?-O2^o#6naW>us?dsz?j!a<#lker(L4AH`8pg8b7f+
zZ_8@7u(MXfz@!c?R?dJ4r+8SKjYQ5K>9~rn+l^3*8UG`g)j2`_b16om#5r&$*ddki
zBK%7*M5<YUgh!eXND)Ih`$k*QpNEwK3DTDqM=Q-e-6_9CAa~8yg&wnlg?(7q@+>8g
zXFXvsj@DzcM7MuP1`~+N*slIMK;}BlMS2jWv^IP>76W9slF0{5rG~!tD^!{Y4yuc*
zhF5xr_6$WK=5&9%T@+2YZFq&pP{vTEEr+N{zWAt>XQ4QZ!nzQ4BGs7oJusfg_+2j$
zbW-K+5srx3sa%*$)CRNMNuS8_n-t3<wgrn!&PnWMZTaD;aheQvrR-=>V%xNJ?7w~w
ztDne1@t_a9TE)D5T$!_z>|tF|Y<Sc%x3kE8syHS@{G_^y7{Uu}AX*U5L0ops2PNF3
zb+mY9?8jrN_xLs+WnR$r5ZJ8m!Fotco`a+%oak2>9MV<%3<eAQWrW*iu%ulg5gd5X
z{18B{jZ2x)bw`*pYXyH@Ey}x_xt5YeL)CgK=egavoV<4=;~RUC$?^WjP3xcJdyDr&
z*uIL<bUm)qG#Jau%e&X@#Ag7>AqLvN?T03-2=1MOL|hvvnpiByW%->BhJ5Qn9@iP{
z;L1&<tQ(2)lc;yqL8gV_RxueuIPDlc>rV0OvqvgA>UG9Dqh@TOf9d1CWRHXp#sBor
z2IMsnGW}uHv1&IpAFv!mGfKym`2oN-2+br>4nHKqctNm$aF}0yhf3E&RP{PI4pjbv
zdE~E#ISV>sos3(pDojaT(&YzWV*bE7jT-6{!fI6Iw6e;>U;lA~|B~x6ml^ZH%5`A#
zBU`9F=44{tbvNrig9$W8HQkNL@YN|(<rb5J45O(GyaW3ByRG}jhcZ$b#AgD)ow+dN
zjp1V*bfDk<-RdSQGCXviYNs;)MKmr;h<4iU(8h0?HYKnjqg*R59>K0(?~!MC{sQY0
zm58H?DS(}5g+xjbgK*+Ik<{uY46Ago(y1a=9+_rw@B!kHe*n%7bW^6ouq1Ic)DVP_
z??e|kfV^l12BbSqN4h%8gFyFtq}qG6cs=)m-vQYkP)1EEx7S*$PN`Un{d0{=M=COR
zF3ahk4L!!&=wO#JDaZK`UK4|?N;aTp*cb^w0qHnA_xBpRy|7L!t}JD>)gLWXV*Q#c
zU-}8Y0gtO}h(csISeqU4;q(k9j8hB${&x&3K}_Z)s^*BSn=j-Q@mz*#7;gi)vpYE$
z0%$=Cenhg07%VET&zWB0^nhaHF%qN|{wlfv>`_6-p?c3Nz+C!RVS|L^*mOO-!XXgT
z9%M8Vs$V3)L)08}UX^#Iq93r{d9!8EBA0h`V6?7{9@P_s$7;6JQ6ZpdXQ)`1LqBXh
zy1)Y>@1b;$7MyezmWU4`QsuOX(0s@AjYPrZuQO>H#brsIO{bpoVcB{KN3Wl$nrsk7
z{brZ;!I$OB<22TgrOGbp)ArRrKAvxJ+Hrdx@d0v%HAPluYMm@x`dX}prY`{~gxIQ5
zrF5-qp=d7i9C5=5D)t8Lu(V>Y5BK1aI9W9cjTgA0Ee@zX%kL<pk+{_`p#?BGOLKKM
zum-`wqvrZ(JXyPux2Mf{Xf!U_E!)@aFZ+->mY%-!%ZJ}Yjo?H!C_EW<{cI)_R31)r
z$dk0X6%g-V{+b*_?oJ!dzLjrhGP1%!S*=yFFX&M$zaT}>;{wFjznjU4(p9&Tn=hg3
z;SpR){jzZIiGPAx6sZKsp&(1^@zB$Cr%e`}dIz(a)eZ&tBd~RC6@M7pcOK=0wla7P
zMw#&JlOwmrDhH9#hgAkZQRxROe?CC6gXk=n9K;kGD-`yR3YSkb4yJ(S%j%1Wd@-Fe
zwM%Q19Z9taP@5pj-C$aEoz+?nY4KEQB8V_9o+2Wa(E)4AUSkc@^>cTa(CmM02UZUU
znSC_09ZE_mAUF}Pl3cBfH^0E;nf5{w`m9F&bAj3vY(7V3P7(@t<p8L>#@&AvQZ3mJ
z(Xh0J$|V$62r4$a-b9Dz;UvZ9#1~Smc-iJ+x4vo{4F#Q>L&m6-RVY9pev)Us#WL-e
zuY|jWp=dFLSfJp%pR}RKKm-qH0^>2zMx+lob`#<!ppZCnW8OOCqigA9yJD)Qn%ir&
zt3BQbZ?w4xufE}|rO=i&If?QTRY8lCskYZ3PKsNfKd^`Zxg#UA@qm~#4*i;g`DRPU
z4y%M_nY<&#-u-7iFx9<ep^Xsj{V)5M!<1L1ORC5eRDJ$zE^|NXXFpS4TKB`?EJFjs
zx|EN0$F)hS{2$V!6n5W(yli1Xet>;x{#MMl<1;(ae{>wtYvo>i`t%gUeds%r<oG4G
z^(zpsXNqnMCL3T~lS`#6n}gy0rdCFvuQw6#xi0=Vp%=`g!_Zu<peRrjKdEq3yrf@|
znEA|$WHCoM@0uGe!kF<Cdpk^UWTy~^^|0M1P%O^zRE6bj#QX=J=hI}xhl`~lHg@xk
z&MoGjFF7d3vwPRsMV_4e*MCi9am@c=my`j|CpgPp2zIT3lbG^2)&C}KFAo+D)H{&W
z6s?4e^H=Tmm$Dvl?KXd9F6o@+I&>u4egV+*sFVMUkR8SgCHJfBQd%fL-iiECIkAEx
za3`~08Wzm$U}&w}gWC%rTA$!ETjzvOYZspcVxbh%W8mVlK!P@q8VVsAXR;$Sg*AA>
z0&QHh*&D4EF~Y1V#j3+V21oO<36te63bt|Pq7_S!P?Vpl9XpB4IOs5vwjN@IMour}
z6QldDhQ`g=YGPn&%(NOC1Y+@i>SK3@d_tYR8HS8n9zvaAis+?cU7f?UQiE=5tKYgB
zPS5+0oNJEnNwg_ii+1N8{9nc<Dx46fK@k__MX_`&Mab7JrG=k<NVg*;d>jr*cVbfu
zkVnb>GyK5X6%^$!cg^62E7$!!y1LzZUdon%LFo!84(}*0Um(R%Zt4DO@j>JXO$zE8
z7vX2Rrp*O*`({V#9r?Y+asuW)CbW=mPc(Rp1}dSA#-99QsyNW}XFnS%ZLC8rGUvKK
z|Jyswcj$H~YUZaJYn-D?aG)vC&^#TRug64m<s2(77;zu01to)?L_{_xRd7o4xQ~1A
zJFQs;k<LwVvFICCo9?Jd%9%-(f)ai<LnO(ZF;QOw!%cIDP{P+7)Y4r!-%gQeT9(-q
zz7=&ycLekl;8KfP1L*+%T6}<VIa64>wMdO@cqE^=uY6ykok7F3Ux;>5WmCq9MKoYc
zNVxLmbZN5L%R;59OHPHMjDUILofI{siX^U|nT$CISvZDljFFt-|LIL^Y~hBIzN^^E
zlG|e>ht(%%wL@@16&pJsr0jMzIjUbV^BsuRa^ax)-%i-SqJxi4F-H}BdS0XWuyA@1
zXh+8RGXyuG0}mtvd=A0_<z!@af>>iM({bU<3!ekNP=RV+WoJK9qRB?T7I1i<LPsuE
z-((|5=Le&Mg-y{iNTo!|@bQc~(N58&<(X+xZt@mIpYYc|snC{DRj!?L*lEC(^7e|d
zEXqpY6DJhh^lv+{_8Wx5yjL5&p)NqIFm+m+cqS4s+D6;B8``{*qI_+BN5cjpLa_Mf
z1Z#tuSx68}{;OMCk@~21OrzOVVUOmLP)l1isFREP)?~0Azh`~q9BuKw%AT}Akdu>R
zq8P3wSIC}oJN*vg)Cb(DlL3-ApuVtD7ZS%735+w)`Yy*G4*=}nQ@FKI#RNmHe*lWO
z-S`66ivzI80Ssm$I9{fy#7dviCV{4=9lLok>~F`$9@qDpV+pI*+hqBRPU1Qu&C4u{
z5M?Ko92?K5N6G+&(#AbvkS_MNp6f_g1@<&bd1wfg=)A=tdVXgcJ%j81^g-!t_1C+^
zN8Jh5CMK2wHM5U_fQR1TQlYg}st+|S-{@vuNs$bh9f|;)nQKNAr^^qTCAgN#%bZ$s
z7(dv-dB$JSA<br0C~jnjEQpBdnYUAgp9U;jD7qnx2P?trMP_$#TDZff@A5&6CsNBY
zL}F^bqQq)w9587a3_@hB^LZ2+H2--W14ELwZMwv&py+rvkY^N9L8E*Xx|#J<e-jii
zQNKnAJik*l0r0SpEpw-IIejO}!0@ks3ECNn35^&~0@#%g9pq#EqFPgb8UF0};_btN
z=+&Ko?^=!(f1`kKi#%Ho(mZ6?g|I)()<z*SrOg79tUYc_vNZj3a{i_*{ZUrOlQf_8
zTCYXtRoVdwL3(S6vB+zLJdw0oA5aL4#E#yYPe(IDq5-xEqEI<Q0O!02Fd!BApc(1+
z$JJ_}Ny`h(y;NJ}AN8CUnw8=yPtTOdJHI!UjmXc=l)#9T60P4_hitxcq%`t<!GSE!
zvUJBaT&4?Sj#!7-RK(y3hnB9kUyz~nL<K~B*TDkeZy4gx{pJ;nz5~v6#3pj2)MyvA
zX0G2`B@j~qLJ;@Y+Y|0%Rwqg&4GWkclCF=BK!`@a%SXZLpQ4Y~$EO2(iJS(NXw{#p
z79byNEMB1HpCgkDR&OTcbDHRc$phtI)8pdauzp#ekou}4cKT6oUnnZa0@zF?4aJ&7
z`?o7EM-?MG-=^(Go$=buMMsV^SkvFmwjSZzHgC2DPi2`*d?vd+8RNxP_NQ1U$6ED6
z70!!%)8&*LQ2>hB{oDNtGv-HXyQSi658Dl$_WUQLn>4#l-o1uDEO-jsyNoz2(F)jw
zI#_EcYd}ngqYS@+r^74t*;<5KrFo+LMqX81s?w#1dBjmvKco>09{e<OAopf^rEUbn
zP~8Bbf(|S(gNehTe3}FryTQWdw-MP)@(e6edB{qZH8v6E=dv#AUPT;X5zEh^g>4uy
zVCnGO114kuo?^5cxMooi%^3&LE-}2HmbQ$F)RKL{T7?8lb_AYX_*%HF?dXjIcx%%p
zv2hs_3H9iQfUDlm8T%*tO5;zlWDfqyPIfORFa$&9bx&nCgLYrP!8w{$$EHKLXUpPU
z!VO}2OQWcvp#C<&!u@_D@YCQ&m(hi0V2%*ynOqP+o`=P;n4;GD^nuM4>8Ag3V;OMO
zurdv%gLMP_0BE$TQ^>%C+MSR;WUn8zOBKq1edtDdi_N_;@oS{9BRYKulm88s7zW|!
zPY3-L`{vYq)m*v&`dL|7WUh|i!O~K9qw_|hxgMHb?fJ{)mkBNd7ap_k1Lo75oJC;C
z)lF40nvjkn_1o8S&pPn)*Eone+kYhEaA4Nb_qA}g^j$%--w6f<y)zBMxvZn@!lR1{
z4ut&33?Z^M9xc1Sf267rTUV9Q#T$qlCk1joAx<cpeNUJ~vrOL*=MsD?rKC+suhPuh
zzt(8IRI*Mg(J`$4zCvI7A&3VuPCrUozQO^O9EHcLsL}jHf%$*75F3f>yxX+GXAvD%
z<9_>v4~yRhH%zW3V&D}W?Z0~~vJ`bl1(Mrj(jgxL>8mNzciPI*TC-rAaw1bDDi6qf
zGcR<a{A4}krk}RE=hd1{!bPdmDnlfygG(u`N_6z1w;osK3Uh-jRB=Q0*Dc_zGVX(T
zZ;fMx8|0*Eo(arGC;W$+7FH7;qNB7C>)n8O%uvBIM>fe-%M{dNgll7vSKss2Sznyu
z1=vdTyzkDb<!}&`REt`i<+4trsN8C^+?Yrs<9%k{5zb@9M;cBsQ2Y|g%0$5v3eiv@
z(uBt0F$a8N`EAGX;`1NAb*H0l;dCzSQKY{r#VHWDzSrJICY|~viVnb|mP#KRYi8D$
z^c%c?i=LJBsX&&uok^`GtMHd_t^2Xvy$a2-xbyIlvk=PzO1p&#=QdjVhbd!v+Rpcz
ztF=C(PF|DW^V58!?oegUdOr%GU^wVPuGMJKS7OhCApRCuVI>`X`7D1%Ad9_LDl(rp
zh&d8&Dk#Pw7zz4G@kRv>4QM^_2@hjh-gTxK6nd%gCSBkz4!&Ex&U#F!hgDMKXI5L+
zozc;Y;vM`-tjAAy@FNXQsD`^BAg|g1KWw&_jUxDLg*29g9@YlBmL-}*?=E;{j+@et
z?a=I%xCenX2%$nFC{aL6HzGtCNs&n$fw;S`!y*j~^s3GO`m?=;XOv68i+M)zRH9~#
zql_}P5f^SozMV(b!^Y`@=_EuZoF!;<#uSF!)zJ3$>m+WcoFL`3iHsj~TgSRk+E{*X
zAQCf(s;o25Es5<rPZp`z>A}3{A#IIpqYWP*5Eejc`&W}cQ)VDR=@FUetFqt{T`D-8
zu7A-J%cj{I?n_>!7WG!04C;;d@kD>|&<~*A0NC39^tZ_8`_5!h6pm%>-<^CmT2dt}
z7RdN$LGJZPs1q`#nR=^WhNjyFl41-cp2xoJw?<Zv*bAp<heT7v00QJ>fHg?r!GQ8i
z#O$2??XRC5G1RK|AytK&u~r1-k>~7RuF0BoKdcjBtnn2qK0QQOE&5bHE;nzANTiP+
z#90V1v~^g#R<}WKmrRi)D6jju1wr6>qe@=w6(gFh3cCw{zf>L1>I9-#-PZL#z)wG|
zU4}&*ScM=JHI}HmIRDTQf_-jX)YhbeVpD~+ME&N11{(@zo9HIBT6ah=p(AhU-u4vU
z695+VQ}qZpj4#jb9qQ@V*^jh+%v%nc<*?OlgwhkMS-k~kZG$YBzOQM1XGR43(Yel>
zpGrZON3ej{W3^vrMoD(?&C|X_y(~xeMsb=c@5RGu_H>Wx-Ii};0?=(_XQBn9OkxP;
zEvyPp@48>i<ag#L26ui@rr0CbIMsPq$@j-8Lh;$#*CYchh;&IJZkKPllrdscuvRn!
zO6eTBofX{!xahdS*?99T<>PpfY*itjkpmr1`J#0B5ekeezE+ejr5zU|7yE8ftor**
zFfxwtik<$o|7Mu1tlCmu@7W7xV^qUmfsH@kfI^uOV50h~0pU|ZLnQ9h2nX##APMr_
z%1Jq>vrj+?`Ba;?;t-uz&{9tHp8Eg`5P47b(C@5$W;~G9fAvsWvOB<VG4y_B*A5^w
zikjtS`Wl2ZqzvpGPV`(T`P^fW;r(v?bfz$supe6@opqaR?JWYRYHfU@a|M(7OY2vS
zZnYj`Ww$h+8?>W-96y?BUG~&K_Hk;r)6Djjfjk2W4ujwXwYxm~2G<h(N{5c}o3mF$
znm@s*vmCKlu`+619|={BL4LcQXf?5pf!|O?{x;Emalyzn{`!)7!I(nK!<Aj17Ml)K
zW*A#PM8FVMoxpYbz`&O5DRz6p9}9ndy5Ixs?f=GKY5#|-SilZ(dxwLkLOnY-Tw4RL
zYvN5n`r#!#=&mN6Yt0Tkoy^#jQI599SSgI*O3A^p-M7IQb{Q={7q3>0RUFkH%&uy-
zzlFqJ1YXCzpm-y#hwQ)k<2*>sl^39SnF*Vh=Pv=bBLubWOl(8UBFH%MbEG7M$QkMU
zShxOySVc_(zG1kc_76@w(a7=1ONT;hQF|&SDa2A`foRAl>@G|IrC9cjif<jODzu3_
z`sW&?#v+m~efFiyGqTl%gcpqJY!A+wa#?mlr|XaTo8JENw>YmgEzgCu63|Y7(k<T+
z4)_Q!v{C2>5sVeWCz0Wyf{`_A3-EE%dEiygb7yrL%bRf>CT#P(3Jmi~!oW)8K4fqA
zneF=kdD5ha{yK-;mZj8`eH&{-k4SE5j2FQ=DNI%a!P|1YA|v@I)C{EEJC5>EqC#=y
z2@Zw(=g1_#Y_~W>H@=|6qh<`}KrQE`vkU>$HSMd3Jg{?_=`9=?>d8!<_=qoCgnY2}
z1(?16`4Uwm(|*kLU|#d)((y4VdVi_G&i5;?H;D{^2~jEM{90918r4&>t8hxY5*^3_
zW9RLz>Tx%K@x5;xqWR?b{S)QT^<~wy`GDQc5Du2HAbbR`QW&tag)YOx0l4E4zXi^C
zqCq{l^|VUmPX@d#NQvPCMzw)H!N)I&DBuhblCEF8ba~`>8bn}PT7@JrA(qnk>>;JL
zZ0|)z6j_j0V4w%UPmT_z_=AbFS~T&12}WGPQarP+coA35wcfr)M>xfS8J1~%BswK!
zR%ADg*N~KS<g)=f8hNFk<#{VvoWIeWSUoAffTs!lE4Dz+ZwhtY&>WPDhZ@+}Fn-fm
z8s4|F5vfI-OcYQq3aPae<gY+IQzZ;nm*2_MWLVV|pIFe%$h|a<m{Er)_LgepHnIM_
zn(FGU)@FD2YR%Cs*7E;QYi??4iiAaFCMv!|Yev=>XqdmmoWXrg^``oa`_IP*?djJ<
zG2g<0$FKb$3Q36*;8Y2pStfpy7O=}6h)Z<7L&_|z=uKG2-1pnSqP@d~CR^<bN;!%}
zcgv%Qp)b%TC62pkR0azEb0CTp##4f;yR&I-rN|*8<j~H7PPu(wNrlGBV{N8WFe@+D
z?eAwCO3e9T*l3yslcp{ns3WTE@r(>gM&;dwDvl0HP>)O3F6P-)?ty>B9h`JlpiU!T
z)~2J7qDd!_K4s+@b(>)#v8H7y42&Blno3KQvDjhyDV4Jy3U*SEvoFJ=UWkI!PD{m7
zAWfQSW>)bbZ0Y*F=CExO{ohvZ(-Q#=GJ(B80hu&S`G*>=vbv3{3DUW}OwsxC#lBKG
zqv^Z*IK@&~h8&kp)nuCi+c}>Z!bAbS1GBTU*^)IWCj#HqPkj+8HH{BmXCtptGsVY$
zeO39pFSqM!ZyP|dP>3-WQlYwG`AKwlWP#e6ZpQVcvBGQs#FQv`-77}^%(o;Pd@`Ds
z8izwRcJ?wR?a_198)*T@T4R`c|KWWUvUv~@VqrvS;iBeV7H4$4ns?)StkRbZ2AB@y
zclkQ21W{*GT{y+YN=<Pb(XUtjVz<yDM{7;nZg~i6yCtmQTdezKmgIWms6yp-7UYc(
zpSxXESK<<zxnCU{;CeqnKc}El(|l^Pw>MPPd?CFj%2m~T=g=o%Xytx4lg|)B@zC74
zLAht=-7R?Cd8-m*`H3L~Ru~m^eMb@Vld&=g_E8Rrhd(3@)y0RNHL*6W7@c~>aOqW7
zn4GNPkRcIo!n?Y*31VY2_+dafL-ZIa1fu0pB+{%F&r60l+ypH+ID9{DIEtRi_^Y{C
zJvv}Mk=#dKH_${^w-kwMY)TMP(SR`|phqSEFOj9Pn1mvBc-QnpRD_-O)`t3*987Pb
z3$*s#Oa=yJHX87?_GemLwwgau>OYm2Zwv-02|m>A6nQ={fDuoFc^3s_6UC7j{3TLG
zbV2w)JvP+NV;f`vJJKG~wk1|}(ZNp}d(fR(n|>QrKgGnbBjyX&7LXd4o{WJSIjnXX
zBStDPFr2AX(F2o?C2W4xDM0A8Md9{02CM`aB~4$SGjn&9t-^%UONa-4C6C7)w>}^?
z6?;r@%+kQRyB2_qguAu2@p*r*G>SSdj>q6H0-5o_E1A0CU1F;|1$;YjW=QBCNR)sq
zBw1PF`+-tgL~ZIDJlwwrIzT<Ab1Iy33_!{WZQY-Ov^pM&0<mA!E@S?qqj@p!1!&r(
z#6E>3$5+ey!SqEa1X8Ke!80Lo0KL^`v}!M@{pAUxzyiU4a|t0Y9Zu91XrSai!ArFf
zzyWN#5T`iqUhmi>3MVIn_(5TGpBwhq>q2WZbh|8!9$!Nk-Vm%Qg?!Bw2LJcbRe+c-
z2EhD1JZOvKC(jDNCL$T96L~RW%|G5^+eZGvw|^U(`aLi(N-B(3_;ga=?nIX<5y09$
zF&zGqh`WB~?O>H^jK7@y?;EVIRxTw*wGKDXBSW>~IXab3?4t6osjv8Indj_>?y;Ev
zhiYm-%7dgM55h2N`syzmt2T#`A~9p%s@UZ<YASKqS|but&nb)qNU_kZ{F3tK6>DmH
z3!fdexJNtz&qhbNS>J1gw_tu760tTFA{(bQLKJLj?Rd*qY3@!c1J)Xr{X{GiOF*Uu
z;!#wjBa2B`4QqM<GS7MK>tHM{B*Nda5{)^9TIkHCK;!8((iRkvQiR$<sUdHHF(n!b
z!H7Jhs%3qmmy=@D&VE{lGS=VK1G^w@0NDyyrH%DX&cFtaqwXl1EtmR<ld*7c3~i@$
z8?!3D-hVbU{TYyl#y?Y+ts%@XG{C1SEy1E#fP-CM>vsDq4jHEb)@o>X<IQH8w8AqB
zjXYz9FSsc}egyvVvJtt=_IaZ6a^ARNJl>pfGUXZrpMCYbXN8RP&AV#}#@dM?NK=MS
zZv#@n1z28<IYz&0sbN^*OsTS8OZ|xZ#Q=qs#;AK<s<wxpf8u&s@+iY~(a*C|oM_cA
z3Vby8Mcw7NLG@?4@BZ|=+gGh0EZs=H@Q`xv{`Q(sJMMN$dX8AgRl9=sPi7`RuxI|5
zB;FmD9?i);(pe6aQltMh`*+}@+ToL8*i(IjfQ?Rt#ZYIEwRZWlcBmY+{_(Xxda*WQ
zw#u40jvQ5yHmotw5BVbZlF@#->1y#SO`ro$RC;%Jxf#3s8n7$RV{$&qnoJv<++uN3
zJ|cMVBdTBb=L^cUmMj&6)5-sc?m3za5h^#22)tIxjK4VcPC|D-OUSmbT&;c4pNcdh
zB^Iij5c9qo33#z3@!q$!+$^uXgxpN#N9P*cxaxfqkFz>)+LDox_EsK_usAnOnuKp_
z+sBBccn*i@TJXi_XHuMh+1;*|($`)OVE)vwmsh_Zt8D%5v97BimD}5*WI`v9cuv83
zE}9~>T!*Y)u<%(@LZGu2hY>1=tDQk5+-s+Iqc4&D^W}9LQd*m@W4p+5c%Lrc&UwvH
zyIj&_wIox=2u)dQbIg^432``wFYF(4%KOai?swZo4rX(yTfe?j@3;&ko^>s={Erw?
za6w2kb5+BNV1oE#KgPZ!PhD3Ovm(-)PFh<^bs9|GSwUVB%w<MJjHJv>a?R}8Afwwe
zn!jtU)>eC!aM;+$Y&eW`>P>h0B}!P*%P)#wxs4ZUdBaCaz0e({^~8M8P%JZ%^6+0K
z_yoNNX(PF*0~6GfAM17VYIe6BXBT1joe0Ge(YxD)k2Q7;Hiw;ahiqAwcU7*B_7n3@
z`i@;klZ$Rg_1L_EW=qu%A=;WxcheqJB66|iBbVC-rCFKiBj5!y6r7&s04)7cw?NoW
z@*)DgOD>n-sdvvg_KLE(rD%GG8><iY?L_^-{a`8oHl6o{AnTdw2eM!PVSA`Gu>NNA
zS;g;`zlw%ba5(w4&8-n+`;#h7<@>5RC-Gl)|6x`tH)P*075wpA62})h%aIXR_AhiZ
zW}nVC2$0S<)rV;)^2cn_xo-cz2_}Pn#`tLTm>p!gBo)X34>C3S_Bp8!{Qv)_+n5im
zF;Ql{-hQQqq}*od!*ID4k<<wN|Di(mZ=j(NCZJ6wrnh+PjEeL?lQCpGxnO*nVem3?
zk!ukVp3EA@yO)k<b1B^^?GyAL>-{6h6o_@cDn)0gT1;`*n0lR9zijLLs8F>2tM{x(
zRbOLPB%xl<tVBCyPD83fb|Y}=T$p(A)0TMYi&W*89RICoH~^lpAyRDwVq^lA0A;bF
zaDw7^wTqUiVlG^btb4WTB{MaNiygb7F}Y%+ehu=pi5o7fFPW|%HbhT(wr|C+5kaQY
z`ld@lJIKv(r>9LhQV%M%T1~T>ceL8h-R)!0RD0r<C<Wx1;#@p-Nfb2ms+!r1CZSeS
zBs8rB=mUf6sV=8`ERpBQFc@aEF;#rRWi9q-Q*@g&RP|KChjS;Y@9>&iq*75HEL!>y
zC+~e&U^Oj$P`VbdC0d#){+8i)au96p*5zrv8p#hXX(F-FOShG!Dv$f5u~{D-5GXnl
z?Z<Csl>D1{U;IzP6IQE~dTM$=ii&9}Yrhy%<o_=E0|MEF3p-ninpH<#y7*RKMlHlz
z6!TgB@!s{%C4+WSyL9O-=j#5EF4v}I34C+ac)PDMd#LTYGU9!Q$Lf2mP^#_uNm0*r
z&epZT*Fpck#_3L%G#p~l#eFV9-1!=y)I7)u?)?!Y%%PUb3o^Z0687wHt3s}KNCpb*
zMfcTSYS4MYfd2jXyWs?rXxX&af&UPFL9Xde7^ya*uKEmF2aysmGX^Qq-V)C%cfs(%
zMDa&|Jc?~u?ekrYu)1d}`o;VLd3#{E8ZhMJ{5O^u*Zy-H^;&ng9m#fs-7K!>N`d5X
zI^X)cg_Xv;4j7VE^U`;u_9iGepjX57OB~Le%8i@jz7tms%>Mi<K60a?4|{bYqXUp*
zFlTCzsZhh*8gmvpJHV3!>Z9o;c|~of(6nmZ=ZXz^I%u$J+tUJJ?Atx*;W)J-)sHwf
z2m?D>xTM?#6Re1kIW=m@@%*+cJXv3pj2s7sKX{)0W0U6&p%Z`ny3fa_tm^SJh*R74
z(}|4uv#x67m>&<;94{M?e;Dv<^5E&VD)BCm_qWPX4anz+p8v#Fd@ofK`g;oR4%-@~
z3;B-=${o?K0QCcn#7~|X)h>3jH5*qMzok@QlMm|8bzSxMt&Q&dk+X^Nl%|osdgUqx
zZWDxh$SJ;vl8_iCcN!y(E6@dAq6<y)g#ROw0vhFEL;ICz$VXD&z}0AfB@y)3_*!f;
zj2aTF(=R=W3Omw460k)VCSrETQy=g9G+IrQcz%8uW|VTWEf>GLBH*&`qVjsiu)^*?
z2M6AC%_Pn{<ZCo@dB?-ISG`1u%FpeLL42(2R?&rJnP6J8!0Y+*!!P8aKuC@5lyqMw
z`T1Hr8E@OaqnWvz9J|CgzTUAb+!vp1IC=z2fMs-D8y=`<o8lIb)F0L_o!!-YpE@@^
zzIu+Kglhjeo6$DLqYm@cS6_!TiYKU{e|4Ak_g@e`!J)(SbEF>Lcjw0V*iZMGt<%s=
z1M&LqVt?5vdDHL<5~oW_BgbZtZ}YZP{Y_5&d)M89@ux>Ut_dZh+%_`t7d+dP4Npcm
zprnU`LlF3%*oFYQd%p^EXNeq<FMJF+5i;-B%92Q{WBPhmnsIBlyC-b5&0w`(K@n4e
zH?oF0I^8SHQ|)Osq-=_#156EH+7mrL!AM}lbRwp&WEY01X%}TFYc0K<bWHZ$b#m@4
z&}fO-x$JzT(Wbfc-Cb(VeJ>&DePzPGT*K<vKyjCzxe}5x{3*smQK^PtIQk2+4(CJJ
zxxmqHB-eRRUwCYBkoA>~Q9kmdes80s@aA^Bx4tz>45d1QO{VwP$o@%PYZP74<lkh`
z9G<^yHSEZpZbvT9>f3*ocZrXkdqZZiW4%V*KfY}}%BpHN;6bwix8Jol^!&N<PCAnV
zKwLLE*Vy$9$qB5tp&>PYVr@<!<Z+ldJ<~-g;-aztEEj9@Lf9g5o5BosY!|;)Ah-D3
z^p`mWlKxJuf&G~<8>A4bpByOv+Ze@ldAl>}G~^-7WeyM@L!Pq#T~2Daooh}F@^gA^
zkF=|4q{1Z^C*M!$L{9x%lh@OQ9w}6#8eR>=O~}vxcU{{(UxxUQQ%9Dj&QuW3AV=q~
z&Sh*PSC-P9u(&BMfLw^I3WjI?Z{*ZA6aASP-N?~=q)Ue%?2u&rFF!qarg@`~Q-3Y~
zcDernsc&KMYZqn@<mXHdc{T1a1IVdI;#xB;|E)})zrvik964I4qegTDxiX$uwx$73
zn|}+*#JyDfik$lYvgrS^=>Nl0BxxYS1J8cft3>+2s8yvu1r!w3(-Bn=&zHp`Yxkg#
z8aES885ePGe<@6Fx8oW?85dqpm!+zQK*HEo6#O4i2sHvqC#-2spdr&tnLPO{b+w=k
zzM@JGewcE`nx?tuxxk;|t08B@i)P1T8wAC^CWANY7~%!xoy_>^H_p+!{2!yHbJ-2P
z_Hk^K|3?Q%HcAsoe;Y4G7O}LsrgL-@@Z7V?6&+yz00F&z4rGUG1*|J^C$Bsq`Yyi>
z`Z$cPaosQFYYW~jo$ib3c^+rfGcT@Gxh#!DHP;CF-1)zHapbX!Id!POY4IswZ~R%z
zw@r%{>7Z!KXeq-@fo&C(xiyMkXV`zet#mRTT|zmwF*e^g)hY=<BRKv?nkB`giOkjW
zuA4n}7L%5)mxHDjePa(UhUXj+%}={&H2XFWqFY_hAk>!wt+~B+8Zu2**;kIldYn&d
zu^f*zi%-j0T_%buVo!$*X+|8WcjE;Lsr;5R<@XQr^WmK5GE(MWLa$t{jokN+Xx`tQ
zdajhbI=rqxG+(Vp992=@gqS~#;5pkZRNZduJ>Ku@3ewyHW`^Z!welw6^qHvH<x(3J
zHyNddNDomgtG8Ia&M;w5wXTY_KyO0>zAv9prEhkimNGZ7ZEJN-#%~qZJ6$-+rg1Bh
zP_30$rV20C+?D5d2%@Mn$cu-^n^|2GdH<{O@*(|yS9u|Iw9O)MAF4ejh%b5a+m_oN
zK?^aXMyBVQx2cMlq?#zqVwuj6e>~~k!Esq<O+ffF)+J9PyCdJ%CcJju)7XXlcQJ;i
z4d%*0K#M*;BjAk{KK-STt>p%#)Y9X~llc97gKI+5`2m|g|L>3~#uK3mh++waog-xh
z`YJy3En{ON4vkkZ1)kcUkAVjZSI$j#-iM$0x7%fSQqtE9veuNc9IltojwtA{iJoS{
zJU0U&qUld7Azjz|m{eiHzH@s^Ee<rcgoM;DP<vWzy`$J#&KB)$Ubi*UY$JS(>{8eL
z!O^v2nUlFKwLUErKeW!7Np%>>9Xl#$fNyZxUjeF!`i`FzjC04k*8De~7i=E-KDNuK
zg?z*Cl+YZmY(C`Z5j%E&3i$diXJp{#rT6}yv$o;WW1OR(>7R|`k=QY`H`^|FpqEoV
zKVz!RYi&8tmQ#}^Xk&VdT!oO?mUj4+K*2j5+Cf^~Y1rVY#x<WgF0o?5eq+EaUB-7H
z6Dj}7B7VaGWc@g+>yaGRAhOkHEf?rkg}K-|ci;`IKeI{I5gczR6;4@GKq7b{%Z@%>
z?8C!M{Dk~rE|r)byx-n~%<j2Gu*qm3<6l}<V}@SH9IGsF?<{)P)m|-!g_!CaXIPBW
zOtzE^7J*pXcdGr;KESU9vPSf24Qb)ds)>hHr+(^3Ie-D|5ZENd+}-D4Y731*^;=q8
z)!wZi_}r6gc)JV#$$?v%K}JQA$TQCNs*~{aCF34rjYP9g7RBL?kp&&O_e6y`Q#kr6
z2DEY~W5?Yo4J;ecIRaMaVIE&lrXPCVxOU{J$3u()c0fg>ueF=>`~4D4#~=zQn<0ka
zrUghYv$tV4GWxh~EavX+r^4uwR`|bH$%=g0<;h`|C;vH5v?8xm)pCQ?yXkOUpm(QJ
zz@zx^KCw>5HL!0nSF~ei(Vo9P?M=qUX=DA`n}sddfc)+FNK2V5!}jnn;)842%}f+#
z#_j98z>%#?NyZrhY5a?atE#&UF*&HOEwhvVlR8&ZO~cJWN5i6<#aglN;=R>Qrr>4e
z8}HSQt97rlUWVr{!;t-FpmvQHE1pLWXA7=RH=Ky_v3HZi8xPn0H@GaPOs{5rpd(Z7
zJ-<ooEDJ#tN4-6gyqR2;Bt&kllwBkMap4r(vTc7L+KZ$0+;7(j0eQG0rduDR)LdJP
zBUP-#o2o>&gx|*9qP?=9o;#iW1qxB_vHm2Jfx_?Ml~d7!-&Do>u+;2u#7OX7{m^~P
zo5g~~FAZ!NM}l5Ed6s|cUP_^f2vJOp@>3>%9P6wyaCqWHP*0#cnJs1HR(n&tm==9n
zWS*#-C?L7BH9rk3yb*{~)nBfKu&W0sw0JGvs+b{E|7xA10a6xG<U9{gli(IKB6v``
zUE^dK<`>X<g>~Ib%&8{nX2o<tMe4cV60S251w4Ak>;y#dzj@CelsUm!Q_?E#s`DkH
zf#!FbMKP}vsh2V~hB9x~$&5mjcNU(5LTu6~7AIx8jeQKeqPobu-;*aMZ_eHIOT3*8
z0S~*f7iHhkQ8mNMA(8dFGsMIls9gc3Rw)!3w-+a*1z9apc)FSKiv#j%F_LdouP*wo
z<f|On$YSHS%RUcK5Yl)J|NbWOlz~J`7c01Fb~9Gc&s<13jF*$@Q?P4(I_SGRWtU{U
z<g$bsFW7#K5Q&QYkbg>g?mSK{{>x<l^4U-lr^Ss#NROAy1M$Mk1+pP;g*9aU)E87R
zlbF1aQ+V?At8-kNd6!^KLZ$l7`VRvu&oTYoeXBh%v;08KP2?=9s^sbX=-3eAdPZ|@
zJi8oLc^HW7baFEXOlo<MJHIAzZR~WL>91TCy?0&2bNKswLjCDr!w316AOE<daI*PV
z=-VE}ttnqC?ThK3uND=)m4(qY`+QAj;Sy0D!DZfWTzgibD;GL?4;=Po0~@G5bjCR`
z(U4h|c<^QP%+a|=Ye(F0*FoE~4yI}(-;dTMJKX<?^(}PV#xk7)<d*#d%>E@w0(oO_
z+wpEs9lVem>{8JX^~2a;&RO}1T#ybP?D2Nt_g7qHjU~9pqcc@sC^2xiOrHF4C{i@K
zc9h(OWYd$z>-t?Pjk*_B_jlUxO`)Y?cXU?F3GbDh#O?}eX9mEAS_{_{9?nW8mV<Ss
z$Dp67Uy!NExK~<VA;(Knz*9x7n5*7Emu#ulUu~v$<_fMKYU0ACV7Kpi1tckx##sNH
zQ+dd#)Ci4Vo%h+JftW&Id54$iLvlYb?1VwDb|TXV=n^gp+JIHb(E;+}1!z?As>>@}
z(*qE(ImfHsq_+w}z;NjN)w!ruwkA|{O3c%wO$Ujwkf~*0$ep{{_mypY80-&F?;_d7
zwskoYl|OLoLzawX3H<!n#T9&)>CO^O3m@UDJS1OnDg35}8DpEdb6O-gK~61RA}Tgq
zf2`HArX)9C3K_S>QE+LZMuDOZCGgu7qD(y4I*A(ZHV;_DlZE0#KW+%CTl@H2xbT|>
zWj-7+u=V&b;#p-EY?l=jdPo_o?-042tql=7PvCDt>aYD^msMkXPiJjfbSw5o!f}>%
z&e;X}bnf%T9nU~HbE8b;@~OM04qo3E_T(<kXbrsdY2Ej7hlpx_j~u*Z%M|CZXGii@
z!l>NmJicf}@JN}dKBHVV&lfhhK089KnH0bFs=Ky0QwXdgR58!3`qQu#1=tzYP`ct+
zcICgcV>#b;liA3aSGahEA6-XXGu?nJV9E(upUkfbd+WV_f4Sj&U1AfMLQ)EsC~DqR
z@zC)Yu24M8xVxCst|}yvWttV}X@@@u6sYPVS?z-YTr^DZ(ZASIIIh)Z^yUNZF0PqR
zup=hb+g!d^KG!@<(?0Czo22^kN1;*5;fHx^^qQg+(|usxdD%!~xC&6@v)aEZ{$@=$
zhVb70FshA!h{|Y(x7)&nuO(&Tp%pLwJo6SpjPR0p_I-^O>9lc}>V$}=nzSzRDR6YE
zL5hq1L=0lO3<Gih7P2pwHjzEs8b=_^Um`OQXE@`EfT=jxQqryALOrqvmg}43kRZ7`
zIWvB*sGe@-+sV8f4}Nzt0`le_o6VP+?ibC$_j8W@BgWNBV)ygw=v?e`7q@dqLf*+D
ziG2?=c-^a5>CR_9{Ow~)(F@9jy>`5m8OR5@rbvVVW5EM*AICg-V-6^1{hWtDsUi&<
z?2WTk*4#)U7=UPc_-R<nS|GIsoF)>KSG#+ROzJ62GL~ZcvmT6br&ieVw3g*TS|PRo
z66FEx=zzuMlU?YSwfm+}GQlZM+WGwWthx6JpcKD=hdb>S7{)YwG^hCcWl4Jl60_mn
zq~~@YK7lOw=l75w@FmeIG`5DyI-B`N_%Ql7%U&F1#4_+OrWRlB>|RDJy)n(l5&sP{
zR=AfW0`nSfx>e-Y2m*J1gcj50e>kMdxi66pjq7{%Cs_c4gXq@PsJDtn9N_mR>iLSm
zm3qH(fyn;*%12TpJ|eg&!%6VOs%5}l<DU?GMWQa0QhTgrs>T)jx^>|5n`*wIogpx?
zDcoxDWnp+JDl|LF(<5eyJCB2*FfXabR#SP)Wi(1Qd-&<uD}hDV{9#?y3z6rhI{cz<
zx`fIm9IPHl38?DK2l^bf8-?s9`c%P=i7jrvH*C4z#IczJ1~#&JJb?8))MtmW+KZH)
zSL*dFJYAeiFE!07m>KiYa{|}v(=BHgsNJnKdpRbo0M<V`^8s<E-mFP^>Eh$;R=M3A
z@I-oT3&=PxtLaTZQ+KT&?68M-^y;rQ0p#F&vw$6Fe6zU<!7UyXoS?9bez4d2W2>_2
zdpL`U$HQ5$c5F6XOO6~Ji<!jneuEL!QciPK7fMwLt96ncP!VI=fTru8g)j(aEbGhC
z;=RuoX8@P=r|#a^jL7nP*{XF0Z*RrzYa1X23sd)THLw+<r-RXS;dHj0aqT)tX89)x
z`I{0S<e4uP()GMBT0vqhcb32UOW2>ylcJik<t8|}hwlCOc!;^;wYa=SbAPridb?*H
z{1i?d1Z!9prC55L4dU3fS)Co6#dEm{Uege~bD{r-K;vWFU*EXH|I*=FNi)TD{PDWz
zvsHKMHXZzK5D)Qi-_8U#0+Tb@`#CSxd{>t7h&~xZ55<ZIUdO`+{FU=Yht_cU_z84E
zco0-jJ&;F@h_z!wgLEAWiGxu+N<Rxu--=-X%=9Q{Njz_`NXtXSY!3Y`A>Eg=H#4ZJ
zQl|=ArC)VSdIu6}=ioJ(1&fBoYE$s>!f#9}Cf`mCvP2rfv6~Ck!4%20f8dIk@qW2f
zto?-M@~2xZlMqwJ)bAi#VM_lFRFLbPOf6g5+9~M*5^6$+Hp%X&G0dO;s@to<Q!amQ
zqZ>i(llU$SNq2X`Kyz9$Stt>dG)VF^v3Fd*Sax17gLmPs<G23!u`?(oZM<-Rb@deQ
zA$&JE;$ju^0;~Ot+#K9*Yw3zl3|kbW{6-2Y&~tlaSQX<R7%_XC_;P=U(kPEu`CR_=
zgA^2(Mo@JctB}v9b$AZHP>Nqftjmh3PK;dK;{m@3B9~w|!eCuvxWM4pV7T-3e{OKv
z&p<{6nDzN(BWJ?Acj7ofkp^XIz44huzG3e}XkNo>HSr{1WpGV%u%^4O>J^nj|L!-(
zj8L*r3@FljGyFKxKN~A~T3r;cU(8$Jfni_-4^E(|QQ{F^DwfsqZT!Q`KceyWkrbrs
z_yZj##@ZH%C&}}ksdkt!Pxa#I{d?{y@atNvLxI~xROo|Q{t5SQO6Kolo8Xo$F^NC1
zGi?TjG>2r2EClRN#7D4sm)hmBg43-kySlSX*5<t(qlcaDEH*>o)ky3O1qQKKXg@{H
z6E`(=ok7Sb01!28>laxl8MK4fIyTnwde)=3r~a>}{3b?%RxF7s$jaz$zIOmmL}10G
z5|2YAZMa1CMp-;YxAwwmzLoN46rr=43PV4$`|^!zO3GIJJF558Zx{(=SjVK@=BXCG
zh6Is1Q1BJBVb*pKOI+_aL=J?Z`8K%(faB&5D?#!Io4QkbqXu;7=&!m|esHsT$FYp~
zll!o&wxTQ({w03h%`ltY-enM0dVKN2CSm$vuX;E#ikM(J&1${`<U`^P_Had&zRlE3
zbFtREh3!^?CRl1F)(4Kg_u4Y7+&+$O|2lMW@F|r?+-QJw$b~N#3nqNE;Z9i;swzjR
zpY)q<EeC#XIU#-y_X!Hw21E@t7W-)A%GD-Ez{ZPJ+X<t2XE$oUIAvvb4Sttu`Z9C3
z&YX^Eb&W9h?mw*|pxXUlnThkG^703`D2m0I0FZ%Nsr3C_^-cWhrn<a={+Co7TNIBD
zbHT>b{A%ZJxdh?I**Tg*V<&cVdqw0;iotKdPUjyDh{(@Ir~o@eZ?Z<ld-%6?*zAa_
zTkwKfv0CWD8%$^xdl50}YmaVx$2%`G=`(_|#j9NFs|W7;%ZmuTEFWE&9xsD3CIrv3
z8{~!D$JS&orp&rwkf3bAwG$7s+5W~bL6^o)75q%L4)J{6+|yOW`tXCrM-rdM_27WW
z{1KX+z^+RMUA(7vKapjR)%RV2)d!V0`tLtaU#l|*A9BJyTPW%3IusMg-p6_5r8zd5
zFFAyYp>d%d4klJSH5KcRho(NFlR=G()4dr+*k5u0y816+Dn-4?1{wCAO1B49@HjDd
z-rc7rw>0?~NIa>>0uuHvgKh?Ha?$PgnL}>Jjl53t7nRlu;mUite8w!zTY6zKwIHP0
z<4^O66mcOYgaXGD%|A<vj8^3FRxcn1OL;l62+N)bbLUXqn_lX)^Mhw2B-*daLwmRl
zYvOO~C1_Ni7rlv@!vGWEVF<MR{O8@ah`ESE`ja*IDS*mlJ;?@X9%;<x^+&H-iYBRD
zk!_2^gg(5;X`r{sA(bg_^B(rja838~>tkEe*mBb;sA@`;lWW7;vep&q7qoy*YOK6b
zc}NV1or>`(>@wS;F^|Tn<QypYmTQ(E%-2k&^M3TRY{gQBJdX(Q67$0R_hm}v0_Xgg
zRP>YWUh!_EI2rV(b((l8<e%hy-E!jrBfj}ZjNk)!nLK%zJSz&Oviu_z=TbjRMfX$H
z$H-k$FD%Kp-WLk1B0Gv5{Z2Kmkx>&pDoOHgoQ~RrJ?~ZJ&BPLqd@EMw%*R~%$d*)H
z`rG=?_Tr8=Q2yv#!q$x+74R{YC`1~>r0*(9XZeMfYV@CWFJ2Rf%-H)VYX#g@BIdD$
z)_kvi5>3)7B22r(0uZKn<n&dDlfI`y2!4hypv8HQqztv(zK^4L*E(y@tjK$+NqaL<
z8@O&HKurT3D8cqo)`SL`cF%qzV1l9N_^)es+P>bB<k`c=(!~MDshoUMg!iTHDx?`8
zMg@vh=WhL>XlC_M_P+#eZ;ijacK`T%XM)#pCt~+i6<sGRgfQ*|8}wlD`lTD6P$_vv
z7ETU;GV8h_$W$8o=bK0g(vMreIjclM80orh4+}uv@aJ*b%6}e7@8nXME>)`rm}T4_
z3P8qFxocvbE9W-x@Fha$zI+f}z-P|IuIi!#ILDryTjaWC%uLI;@Mix)?I{iHD{Y{v
zuAdPk8u`bZ^WUUvN9W&^;Jul8IDm>D>r{&)uH#Xu`+X@R++I+lJg{ntsLHJX$Ua=f
zSb5oRv6x!K!Qh?c>Yo%|erC)5^@`X}DM#nrD#a2H<%?Eve4l@`owG33&`?gn1`EZH
zsLj7vUWZ8QFMs=g*n8`zw!Wxu6lj4KhayEAN+3vaw*tiy3ZZ!M;_mKRC{Q3IKyiu`
zihFP?nieVU6bWuE?!5Uv^WM4t!M(pcGiT<U+1Zn`_d07Y-TSlZ9y?2TVgF1ui;>i3
z>!E1e&9U%)Z~hXefOk_IqyNtW0s3Epl+{Ki=l4r;%1ca;V_JJk>SzB0joEl5)4#7<
zvVf>%b=9JJvgoUAFbpDGxQ0-K;?Wt;eg?)>uXpUXLKWITIHEWZWmS>iWw&RI!UDil
zMjjU>pJA?`q(oW0sDqVu3WB@<3YO2RMwxfPeZvm|3C!SoUZcsku*G=>?*;|;?^{;p
zurXeH^-eLq=M%1-T4A{GnY*j>1mjTq`F>{y@ZqGBKnt(Jhkfs;&r3Xdb|bR~Nto=T
zspY%HFX9GZlNDJ39|NZmp&kf6Tx<7aONh8FMnlk$5q#*KzmS2rJC^1w*z{PRPfa+`
zF7rR{IxlK$ZO<*l;J7UHi}gxc9-IAiUA&));yM*<JM|d_lE1KNlBh3?AbZRATNK_c
zw=?3(oKWq$O6t(zZCCiMy%p4QAf=L8XRs!EzRi2k=KI)!LOgA!^E%N$P?9yJGs&bg
zBz_{j4JIdg7z{u4BLj~U{*ZN#u#W(8H4_5$IEEpT-HMAA1uj;624HAg84m`Y?C^Ac
z(Jm*;E@$6vx!kU!-0rNP_*z-*gl5F)Ui+VO3X+ARkr6%u<YP+NxXLXv?C|qD5#@1k
zbE^2$q>5}GA*sqk{<;YEcAUUOwca*(?s~eOB}d%k+zf2>3kB`Pwm)nbMa~?Vwm-b3
zY1Hgyxk8$~0Yyb7`M}@l+xRj4sr>TAi}Wq&i1|v0Pjc~(8|t?WBu!_(MR^x~z0Xun
zbinvY(?=%FK3&|=l{Y6I4)%ZG)16()5f9#kK*cpC|J5b>2VZmo?x?z7TTj1z3~715
zx6-rkSI#Uk!{iqUgLb-l+AOv@u2HQ0L?|6^>aQJrIguPr3Sbh`jAVnN5o7=BrZbvl
ztuKNNY@}f51sZy?sap07Y^`=;qw2t(HW4_YW}A0lz_%R?PZ$_h)t^jeV8b!LM;Qpi
zvn6a!N`&Tix1W6<N2g@JTi~@P?fg369G&$;!}^JfwMa~^0JP17^v~wYV~Li`0cU)E
zt#wgD-u1IcK}gcj-<3_JtspQ3F;p^yZyVf*L5|8Gzh@mydWy37c8Q>oni1*7wP=h0
zloYG<EG2ve8p9Y++ICjnrS*|{gOHrDzc5w9il{FVFeCTtOJbTO<1dm8Y#}Y6|K_m?
zt+MD<n?Cgiq>ERWP1g74`&H!fRBGC_!Xshg!UhmcEzIuDk6w3ifv<ipb`Bmn65quQ
z_fJai`=oUh-<eut)0qsgyOf#@lJnGFdi{PS`}oth3f?CUOZQdIwQnmPEaiG6kL<n}
z{AeY&WpTk~7<ueTw(Pssw!tv7uJ0=<klaEJ4<y$kY-AJ#Y39q8?aNGkmk^%M)c&mx
z!P`VIw9Aiz#O>pL0$l6zf?h)ooa3t6-?T1ZN|I{FW~(0qi`By^M~NZS4#6r^GQ|R<
z-&YA!qJS#y=@LGuopny0dne=N$@yE_oLkyuDSUYIM36WJmsG}~CCYMjF*Qu|YHE;?
zv)HK@gNi3uWv`)8{QilmOF7lX%w8TJmES_Yg7kiLZY9Wh6G4;?SrQXpy!d#Mnb@)C
zDqvY4tKfXhKld_cYE>=FQmWid9!WH+Rm`NhrF&tKBjoIJ^Ga5jGZW%-Atrcus9k_@
zk>4z+w(Q9Y#6x@}ah>M@&F_`FVxkbS2K$ArPs5WDyqV5mWGVKZc8y?{>w7*R?^OkF
zh=EfWCP<0!!ibS584Oa~^lAUlj#}Tzd2mZ)$*4DeZy_Pv4-bCEFMsT-;x2OnAt~K!
z-o)&t6vA)FVK}@|)tEr=+V{OBVCTB3$}|ld9}C&m|HZ@}lHR2<h#Iw`TrGeGl#n%K
z3X(Tvk&lW>pTFYr1X6h#t>d|bW0yL?h?+29;b%i=9LN*ev~;8V1&**TH3C?<Z3Mda
z%T#rQxAifCR5s>aJ{E9vzA%k&ZOGkgOt93oicZ87pFt5q^6GB>GWPA^6zo;j4oBMR
zaIVG|nVx}Uc(dTHFvv#8df1jhy1m5JWN*cg*1zp-3swon{2S^l{q}JXY%`@%0gO-k
z{07o53e2+-@OK9~<#l{q@MMTqpf|qAr)Y=?ICLIw`x|Bx>M>X{>rV#{H4uGce^5TL
z(OJAeN*E^Im`1<!dc88NuxSCBS;&qO0oU@?y!z8MPmGNzwFQ4G3|53deIdk>Un?th
zJ7){s@70(7bB`alWC8tzV2kC!eyYR^#XNy3RLJjUiTD8hB0Qd}`KH*nM<-N6-?=k(
zII?!Q)AYZ{Oni~4d+kyr<6|v<IMnahE^GsJq4l`9AB_h^)q*%0TZWgMBY;_+PdE-S
zC$kc7SmZRR4W(*SG=blkIOG{@LTx4|d#c3mKzaD8kJ$Q|y*^Pa#H|cUgKr~9@BQ@V
z;vRx?QmZ&+Jl`tfgZr0pev8Lh%5S0NmqK^&8n(LrbO!jv(E;B6ygn<ab~?Z-7WB)6
zmwPTAgu*?2uvPHkj475s39JC(3>d)gY+>hqtyzoRUAnWAGy8LXuf&gN2+mgpb|oyh
zjkE5Ic3ED))JOFez|LdmQ1lhmm!&P<tW}PTzD;fnqVkID_-bL4<slJZPRL*BZTDik
zotB|C-rZVg;j>nLm0C4b3QupOH#o`#R#@Q<UP3@UZ<a1RS-o7yju{8Kouu7gE;+6H
zID~XoLoUQs%R2v6jWXUT-)vKM;h4BWlfJB`l^C*R>#vK&BP3f<Qx(bs%O~|YuJFS+
z)z_$*k9NPPz^~hMe$97w5>89Z4m<S>-kh>OiJm>n5yf8$d`Eo#oqQRcj~Arw_rxAd
z0Lq5KZ?WoIxnY)6)$A#S&*rBI!~Vm1b^mAWrSt7tzd6H-IsJ*PxZm-%tiT1cS3lcb
z8k7H5V@QHgfl@MCyipYV_WFvRxAl*ySY44Nk_JpYT*{TT!<D9=D>IQRQ^!mS9&!Ac
zJ(ne2$LgW<Yc_x+EBL8&ASVLoI#CHMd5z6q!U~)Fq3cZ?M&4m@P`y*`c1kYxHR>9w
zooPu{;>ivwmh*Vk-tl2X%kb8}<Lk)N%TU0Z^Xn-yi!BeaaA(W@ytv?t(-1z2==&`)
zvDUDvPi^6eQRum4FE5v<HtQLZ;J^1W^f{LUnCu!{@Z|3RA;(u`;tTg@!ptYWyVy0d
z5rql!)njG?Sg2Ren)od!zWs+xyL5OiAp8aZSy2MaeRVgSqUwE|Sn_JmIadlxB@!+M
z8@ehux2k*tNi8L`LwGJa>0U8xo+2h;<xOio!GTTyeW_Lw3@MJOMoM|pHb!%&U@~R=
zF1lKW<(rH8+^zyHhs#-WH#*e(!@Iy|ONYN-L9zuRiS{E6`P}Ls79r75>H+41$vw=C
z<P$k!TS)m>lO!`soue1{Gju6K5#8ekTfXYtwko;ammO2Q0VHiF32#lJBB%a5{L4G~
zD@p1Sd{&E}dvz#$Gr8?Qyx`I9uMMrqiD1vL340AHxDTn6;d8%!76FPz8iFlaNJ%mR
zw`oLQ-0qy=-|ro_-!)5m%CgdL`A(4~n$Yy@*nB%Gn1+!6g+Yw8CDP8c&d)+E4Lw`e
zyPO!C^sD3-N-!2{1H>LIF?K)%YLV`c+o&&XcF?AV-PX1EsJztX$s9oR;0$=u`%d3o
zV+U>Ih=8f<ce{v*cktlPI4f_nJ7>cz=|MI(vDPz!xt86I#Hd>=podL^_3&cAvNV3M
zdk_W<Np)O0_UU4piL4UDd(Bb|EbtG9KgrB1Nd)>tP)7df*?1sJ;mcAS)%pmjdMNQ<
zdk(Pj#cfoT(fIZH-uc~WR77Xf#>!}Lf!wLg%>K<Np<$YzW-eCTbBaN(y^M`*+E->4
zmOHi`^*to*dkss0NvbrcY9e7Tk-uQ_<5Rv9tq}()#Y9n3srkYUg-%VLb%)G3?$E-z
zZSTQ3?$a~{d^mGIFjZW|y+*}mJ0DYL^ry3q$8^cqz$DS)K?z9ttnM55F`?M7<n3-P
zBbY?IFa@aY1SnZ@D$YfBu|5c!$k$q?ZncRo!^OQ=>-J(9G3;|rGvdsiwv;B*$`Ru2
zakx(nNEdW)nJ#a)IDCCsVxCB+Qz4E4u695aif9yPRV=MLzw>o9EBtzBXfn=V_ejC)
zH9hHo8Rp2q3eMgNiAMr9Lp94Sf0b*FwURX=RMCKc_k_b&sD<B%b|Zjgj=NUpZN_z7
zm;#92-++|K@>&Fy?e0BPF$p7Lha5Px;yY*lMou7%MxD)yu-xS|l^e5j&=Rf@t;VGb
zKw=<o$Z{B3Ddk^?{WZVW1zO>|kw_va8uzk2exkEQ6`=nu1s#t+MW(dSASaMMf+hi0
z`G4)OMB3~#96bk!59kRj=t;G9*d}z^ddsiw_v7HhuP{X>91i!}=jzU>{{(%wL}LyF
zso*WupW)cMAc)ve$V*2cI4VN+B@@1|E9t)NF--(u?zEFHzELP{&D$XYDBk-kmHTg-
z0}DpQ4SWO=!&fTTDP>DWC}lHXn1i$mjf#*WnW|&MDJg68O<YEx>TvT0`g<^vGUfwz
zu*>>s70=DZZYkZ}y1MxHD1OrCFr&T#DRHl6+2ag+`u?FxM#)C!{j3%d=tv1K9^8X2
z%?A^7)#~2gycOrZBEfL*(XX5am&JDc&R~7%w=SRtF31iy?RS06nfWv_T?{yh&|0ds
zbTa=EaBY#zPBRq`C1Pr5S@;MNGhhD^Y1O3m^&#;PNSg*yyLd=~!t*vE6Jt)Iz%oxQ
z@zuV4<tgrgN&f!=wA=1*^w?GVzp`I`;A}rtD$(yrpCO*fmh+s8PRbCT`~J(=vKNkG
zF5U-CeqI>}k06W9Yn9E(FGK%mBw?>ICbY$ho3X$ncEh=Kn3JM6$6JTIZ707=UirXv
zGLw1lP?B=B*$8U5TRF4jyO}YV`}+K%)0e6W`32?zk-Y1NZT=Vmbpt@X6J~se$VVs*
zLob~k*1Q)-`k6Y*Z@hX~Nr2oSbqc(`Abtk$va9NbbU7a1c7K)TdD+<Mp=&Y_HfbCx
z1gyFW>hbfi*YE9KEgW673_=-&pcbRnn&V|_ZJ~lajf4zfiL6EC&o^xWB*e{(#hI(m
zWyhrtm3j;79mJ~`OU?3E@<}%ZS8SDWF$4rZym+$^7Pipc<78B4Sl^6E&FzF+9%}hF
z4b#$3ZVyaxV<t43g5ZoG0fJ2PU;KWAWRGH|Vbm(Xyk_h`1PuM&bbdknD$V!4O#<n5
zA_N>5sd%w2TWjfT@o$lB6U3XbpeaVfTGD5EpB2>Xao&SEIg&hW__Zx--dk88p&HTY
z{YODQBl|TtM}ec(qZm^c7nTglPD&!D1MWbWCNUL-kn(2_c7%&ffb@sYEqIAHX>?a#
zLO<8592dUSV4#UIr5lFpm9}Ymol`3wy<X}g0rR-FU~!ZC++<?J=8b&Ml}G!lHP_el
zuq?eJ$9w)0I+ab~)FCHMZ@`YLyUV?i$bs|Lh&W8<LKd|YEz_?(rJn=bVSSnO8_CJ$
zSfBMd1ln?xBx!E}h$#-OI%rxLk2kt_kW*5LupId9{cbV}@9)<+?)jwywU%p2sfv!y
zw^R&T5l4-%&lWjZ$@(4uzauNofG~-=H$hdJ%8*#^GUii+QAHFtImV8v@&Smijz~l!
zI!=xpBhY>)bp2Q;KQ+e;#EC)dCXyNtkS^*Ia-Q|b;!r$U!l{$4FOVir%DF(bet>)E
zbBOtA0|No`Bhl~DmJw;59~~1W06RlKyUm9&jm$2f-N9W5PM*^vlqWv?W9HP{fDkZ*
zMT36JCqQ!=Z1}yYF7(8rb<12BVU0oLKhW0utF<_W4Y$E8(#~s(o+dvNYPU4kFD|#)
zvYKK$FC?p0+x+4!7{IAR4m^196N9+T1MW!`%{WwBGrs#K!}E}%)facAir)f^p1sYN
zH8MLS@fFgkt*T)s`L!49D1IXsDYV40P=o~7uM^cLIin4fFvV3_gupEYA_p)}35032
z9`Oq3`fL83Q8bbpxK6?fa*4`%v2eFO$xtkFwP7d><dvd$?iK-mrDenG4ww^Lg%YE%
zKzrnftv@?20&IF_CFw_7>rktf9;midb9^|4isu`n3yG}<uE#5vH>9~D-HE)p+5moM
z8sI`-p*G}%F8cSjmj12+c!_eZMtGd4{%LAbQjn9Ned|Q1f*ouUW@+vIQW(SghkB2m
zILVZ^mNm#7qbrh;mTorK(FmUj!tJ!{X2HYFA!7UYU)3<~MM_+UaNgPssU6tFwJ{3a
z+Zt$~zWj~Z@7`EepbI4_419a&NbKrv$_&f$3FUS<><(`wp;<cX<(Mo{t#Z!V|1A(x
zNc27VoUc)FBL=6oMoJROB=r1|=-_rpbHu@V!%}w0qMOssZO<h2xcqqe{K|R5k~Av&
zH!=$SQhH5k@gOF8GJObmHT!_c7d;eko=D#l%@T4Vy_VWdE|yc4X8gS_DqjM~z^sL$
zaF~)UfrFfcCLFdbPi}17_r?XAijq+H>5d>mNn^UbYUb|l{^|1Q#Z}J9P<lF<l^%1K
zkBMpGXciGFeKc!JI`>FR=Zc{wsfUDl<^k6Z?5x0ZQc33%S>&#Msi|lSR_cNnz>Lnl
zO-<A;vLr6{CDdPsi|q`T;R4eUL36@)`ofO{yHRw*sEm`HDVp)JPDq`YAAj@i+ECPy
zxeD(%S%Kvv$bx#UV$J7RW6_|BWVxy7f$=g$_}>1J1l6X%@>d={rk#SZGFC&F(4Fvo
z_WYL=hZ}3BlSl>S2q1tqkD0c30k{gxy)l{!tP&Z01~z$6rSm>|C-44?LD(Xb&PQ9V
zmpv}T7VM6JjJCWV+X&gqG+v08e&z)AKXGUm0R?zC+|)YUI6*0Zf(|1#lUNw061HU1
zD&u9-F&SDqO?+Bq+Vu%wz~3)`$UwX=%d*ck)`|Ce8ku*8Q`zZ$8$;y^&lPkqbo~W6
z9w>Y&4t4<YCgRcW3^nje!JP_oY7Y!&!hM{c?9L#^4}ww=3iNDDX)B>39%xBUWq|lT
znfsk7EUGX=naO<-WdG86Nok4gs^)OX8sz8M*Bazu-@1hZ?}a3uBbIL^Tx&s%nC%|o
z;xJ=Lm`;GVH8;Rc>`Kj___nYQh5i{=C-Pu1#Px_XL(*-3xBou!o!yK|<^5}ewYE9}
z{N%fbDfQ0@dplq7x2bO@N6O=)Zpq){QM@1vvE+j>ynjBNZYwF;u*yTvB!9o|;RJ0I
z2FgvQt<%BZ)1#d}1`h1j%E>Y1cTs7Dy0kGg>;$CTN)xk<ij}=da()C4@N8+{iwPt~
zwH#g%A2y%mh)Y<{V8f+9>4#b}$_e0G*HULmId~igvJC-o#jYwg(TbO-<lW9Kr~6#f
z;k|Do&W?;5rwCm&qSE5;)w((jghd4S@DqQWdG#9;9ADc9ca~Ri`_FVcy9Sg(NFjH^
zQgJ`ofEBe1&Q<Z$Qc`f5hTjfg5^1YU3a8%JRLD%~?k>&ezLDo8g%$n|^c}`k?+;)y
zK!R$V>;9e@A!^m0cS4STXj_J((AdIZfac@&j%F|8P~drLgZNH^_?&}VZRMYClm{B*
zkdClqBL-=e@)k`Q4b5FH1vMAdEfg*rJ-Zr|5^7zYO_BIYeWIl`@$GK}0TJhiF32_O
zCFP~<Yswq?VbAF_CMO5R<4^_351eay{sm4ZOitTIhVm4QqIhtvHh+gqeIz0|gNwk(
z43`MlSX%F+bL~fUt$_v9YoC#+>TtNnYuqeU_86BeUY2Y%xk356)+XKp-QYuo=ZF>b
z)zCcQygCKQ29`T%UAt?pwB)nn_0Yu9Q_xt455(UnEXjd7l0bfi{^U^)`Hb@#IB%*N
zj7Q-Zc|Y=M!56%sbnTreEIB_LSuZl*KW|Gyk1`e!iVCa_cA5o0K675!IX~4Zy$<+T
zV=wULn4nJXKI>a(6gt%?<vL8|&$rr+;xlN4XTXarblPn}84?G6NP~?cX4>zTuId(S
z#P$;vn-gs90CjfI<cZJa8j8ZS2C}5S=tw>XIRs{@R$Sdw2)4u^9z%K{l_}VfLhAAD
z{J2|*O&Pz&*s<K29JK{-vqU%EQaN7OdQHp*&80?rzPemDj9ko#{<QSrP6Q@Q2)<qb
z3q~z|hFO9&k3;|^lFmiB(~>~<%J>2)g)px2(4eEdBWrW6JEy?D2_{inL_MI{+Tr0g
zibwWXQFeR)5?;6oloROeaM5K1pt691>BjiboZP2^kZwrhIYI=)&(7X_eZ(@>(iZ_L
z`Lz(EvTnws^Ks*Lv@kRx9?i_SB-FLe`qVDt<-y0XAqn(r`YZV!7VbCsY7`5ivrh0a
z?n!GNkz;}g4C!)lu1OYe+cPHRi}{DU@lo08L$6z|@9t^n770aKOc%G^T*oCFnPCXO
zvmsQSxYuLUe#^;gsOB%AFjR9{Z9UxfucdB}&r>QI<qrlvS?xG@KACvq<JyKF!hQ|m
zCx@`TGaBejRTLC(XI}Z<S*=QgoKmy6u8oieJ{xyrbXWktmwQ=QlZ095H6j^SEc|cA
zndA@gQ3XPe857$cv|Kix0wDx`M#8v4K(`k>52h`TJvq$(g}w8JONNNvY|mfZi~*X-
zBGDgYn!6>dx?O91kRph`7^(QE*-PFPz5wEeT8jqKn7aLA+mDjZnvDDKF2z#ME&*HT
zea=0a;5n&FV8PB068lIY$$kS2+r!#c5-rHx9UKew&3&p%K83*+;}#OV3F0Q&7d#SX
zBYWdHNi|kV*}pQ!cv_FxoNirJBFCM=(JiFcri;HDToD7V$G9@k^C3Ig<t541JW|+D
z)zOP&gv5@LOajZ%bi~k{I-8zp8!=aD-`}4IBQDys5sAHO(J<YK6>Wkq??O9#hz!mg
z%7<(3s7O2$vrHF)gkDSG5nY;*+D*szc7d6s59^a`<2}jTpU}s|EQA85xf5@~od<s$
zJ%$%XNLAM2U=SuwrD-c9U-o#9iJ_iK4h+3E_$&7iPJGzu=#K9;E}464Icg*e&lmkO
z07*m1%Am4_o}kf<&n*+Eruc-mM~E6TmP<4b;%(JZx45d?-KO`t-`h`lZv8488vjQ_
zR%Z6IoLOe001*$a^a?&;vCMP<7dBXwJ4d581}cic2wTbMyTH<b`a8*n;aBurGs|zw
z3>5(9CALd$&lX(dk2&=yu1-XeI8!PW8iI{UPtpjZ?v!78Cw{7DzFO`25x>OibpAeT
z(Q;#n*AW1g5Sw!l6OX$^lVzdhHV0cPuEgHwi546l(R$Im7&`lI$LM{8HR1lmT4Jvu
z`GE?TLDLXnn->3hfTSHSLmzMWm05ROUKs42NkBL8DlZxB(Y`wK?b;#SkVTk@|2{e@
z*+P<!7}aa=P1hc}JnN;se5a$kLaHL2&lLZy?1{@{E9)T>d4pd3pQ{^j<+#@j@2g90
zHinsoA*5H3ID|<iLK-9NfLmRv@Z9}IaX*o-L2$hE8I!N5C85q6`d8Gwdmjq5gEMt+
zxck#(?!)yIyURSskV|MYGGt9&r4HlbFy}ysB6b0glFclB9#a!G0hp5%kDf=*NIf5)
zBk@!D7y9BH)@BP7o&S4FNB3OZGbEl#77Eo|0Po{a`+ZW<zh%?Wi;GV7S1pk--r#&0
zVnX@ug6k{*Zf4#Pd!39-W(6N!G6JqN9!#-NqEcT_sMnc@V86!n&(8)Suf`3p)Ktzy
z{pdRbu7&qMPZUwi8*>;Ls@=7hhpTB9b;o<Py~?}n6M4>2VJ%YYWhpg(I5wZ0r_b6Y
zD<M_*f_eD2n=g2Rl2*uHs=Biu8)DFS%f1v}@Ir4F`x{eHEk@v#m3OtP#B1(~c;QE>
z1V<hHBfm7rt$xHPy4OhBR$p>MCF@QG^*3D<i_9fj0}c<Y%5A3A+foz$SVLIzpSZwF
zyHIh6nJk@uPMk%<DdDBDvQ*QMTz+xQO9*8svc5N6a8}e_#NcjbUfRGHy}I^U*#x~6
zX~J{-TzK+>ZRDuD0P`wyb0^;0d`8Xb)KA?pNHy@Hmyp{H*R`JSqBO|^hu0sSN`~Vt
zMQly1$Ts7pD<LWt(skVzVfv(@mdjgx3;6f7b0@phi3miNC-0&Htc?h|3yFJfUwH@Q
zrH<?aaqO$T;Q3J3R~Sn;M@;kVC(mN`SP5UM*qpZEq!o`O7ltpzaX-VAOn6*7i42t=
z&>2Vz*R`Yp`P~jjQ%N8-(-ya*ue+LT;<+4E$x~We7V)uZCwN|~?XCKtZVT1XJ!uQ~
z1~UN>4X(3}&*wac^cE`94VE81C0jnXY&T#OGI)g?#*mC4yv69Y5c$zI;>n5O?z<(4
zqau`;kjq%kpM&?>@!tJoSyH)C!)~19TL{h-!A?~9!}*^r@3QaKR6hMFKi;x$a}q_%
zuYRBGD8|+?$$5j#lA)oR+dH3lNnU|v2YbRf-$6c|BvIvc^qDmA`BU-lVYdRm<?)8b
ziuh%|umKyD#x*YH6&N)V`*!UAeU)`@T9K=aplllc>5wxh_qLVG{RQCa*Qxrn3%&0d
z@o2v2gE-V(CSjy?xJ|JKV&F%ycY3@jwzWS@UE?9DXx`Uc|I?$Hz9YLjU%jv4`_3?D
zOj$JpuU;4yp2UMVc>6PT0N4A>_%0S<nO$KnzQO2g+xoCm;Wrr_j?vLXz(PnpDUm>D
zKN$t?XIPfEf+FLzux8@}#^=I~`hwHQ=|y8aR<CXh&R{!eVzGW`A-$pL-0?e58-3}-
zhJS)smb)!v5`QWqPQMPagEhYZovk4r&DHNblGAi~8HE`l$H5$}j*S-AsD^gd+e)!7
z?}K^D?%!x$&EeP0>i|pb;|R~A76!Jz_f%y_mbE1_61+FCJDYuJpp<lwFGCe{Cm_Pa
zEh1q6sG!VjwPT1Z?ATv<MK9w1?u~>2%UBg-i(wy=o|eql%)cU@_Ulo}(d>NXlue3D
z*X+i>dwq=F_u&S(s?Rm-XXj8Io&JE>L;ZPKj*$52dyqK)8o-d@WL)WnLEI_H`^@zZ
z&-mvZ-2jX?J`sqN6`-O@-yAx&F2+h>WdE8lB#^4k9a{E%Vzz8jkz_!>>WX8=Cz&<4
z4WNdm5-(>{rvDr~odlxaC7~-zi~>!H{RIcjVay^XxTHgPksUq#(>I#?IukNlozn$l
z-+w7#Y;ivA6=+M5>Bn^wFSG6W%L5O4Nq#|c5%+(FD}_E|sUM*JUNX?o++HycI++p>
zx4DL}$*WJ)J5yO`wHLk~S@-F}cj@&Z7qWPA?tpf8K!rPiN`oJ!$qzGn4bv8ZX}^Z)
z`0!NLKdffyQU$;1%W~Iujz-8$I#2>{ss0K^-m*Lqwgse2hp{Ph6>rwhzgG^CGH|#N
zd-_yL;%Q8}a1rBi^b^SUNfC-GLW%BwO|*ByqFVp?5SVcn1#IWPq*wm%G0aAW$k@Hj
z@n&vj*^@W;SDAQBn<NaeeZP6{{LmHvh8ke#TBlg&=M!SB6QZOO;?JsRpculL-zM{|
zO@>xuI``dtt}Z0vQ$OzkQw$wrf_=cxl<j(HZ?&y!o`JU<p^LOK`7Dk687#0tHzU&h
z)f@-Gw&=_k*?8lJgGf5&Y<*;BG|~1*QFHWrBRwA*LFT9M*6pgqK1zD5V;ax@*g=Y_
ziPnNG#s9b=X?DWn7C9gw!?EB+(tJMNi36uh_UZKFfZ|<23|<XhLgr~foe6h95%K~o
zOse3<TKB^0W$Cp*>Ge1l`HH0}X4t&n+IX8kzpQEE?I;wjv&KT-9<+%FAEd>KMP+Q%
zvITt&&%7SN)!K7`{gC;0E=)Q`E+51n6^nE!j8X>C^UuMS3gVUB6Om!P?!#@%zM;`X
zfI=5{;!%0DLV&0rSk<x#_k`|m6XeAPfPhF3S7}!j-$KN7B5MErz4vITPXNusRI7sg
zakSWu{#ShU>wfiXYMqI=bi=HDR9QiGt1u|+=W_Y(a{5$zx(+2BynTnN-HxigWP_5!
zsvY%de7SIZx#>)reYBi0&1Cij?2U-MR8b86C~;WZVx-YcZnWXj#nKtX@<ui+#jPXi
zm+6G9D@lGnu~OmGbOtOVUI=fzzn}_t{EzJQlb!vNnk^>toq+cPT}9w*hjqfkD{gI8
zXQfUgMw_ixbg5nQ+<B~iiqzUoCpFj2=2?jOyg(?}+`9uhXv<_<-@X#-Xv-9fQS?8!
z5~Bt&{>LeO^Ep!cZ{sjhtnyHf3{>X-39}R}NilBo9Kryaq=_eT4*YTsOgRN6`>xLf
zV5_H%!cvSc3bWs>ntmVT)fhG|s(s7+9{W|KL-uVf0X1oQER@gO%vB`*1BULNCBGxP
zS^R66Tb26@q&I$NXst7l?)=g6;CM6sckof<pMc;puKvMQV`=oR0=90bv-V8Ay#4OL
z1*=f%fmrK))nmw7;RfjLx-}h9|0K#T_tdn|rvrhg=co|vq|Wrg#3L|eX4^9m%jKm^
zYnH5v{vSo#!xQW_R`Ns}hB7rb)p)*vIsdVx`mRlD6|M@WNI(1H^;zZ4;G@~of&$L-
zw|eDBS;t7USTasVwCqcbv8PHl22OS4PKhI%$__HTb=S1({2!phtWuVbZRT2(=~+TP
zuz)%sKFi=GufdD242of^<y~t2pXQHD-u)Yxs(Z1K+?eA00*mQON6=GfZF-<QFSU>u
zC_D3$-)T|(3dT2u1JbpKq5gGcU67+86&JQ}z>XTPvhVm$sS*iI6=@VJB?Plw#@y$J
zzfWM2Byx}#Ho|_9V7ln-Lh#N{;bVbG$Z9R;YrO~htHCI;fe#eNiKn&JgGE748+t?y
z(i?g(rpBaTZIbDY=Kc!^cqx0hCs-Ez{vA<8+s7^2xOj#UBbdX9-iOCal`K8Tvg!g-
zHc{O}iN;&TquR!R+dJU38z0YLM&i2RV~cmtW9zuHS;r)E?`+TuGq-Vs;X111+>)hK
zN?#`@Jtap~;UkDq<50;K+M@M#iG%gfQlUn&q)F0DS}{<=N7YQvQI1A7_KTXy^!dB~
z8P3~k0>#&t&0Oambo9Kd+MyZL`p=^BWGFa_@hJQj3uNdkmT3=|?v5Q+lA^D>Br;?P
z3!h5ME!e|6X9ugZC#UX<r#w&MdvUmq$#5$fac5OuOQn0`)3*w`8Eb8fc<>>%2WrIZ
z8q}|c2mZNfR!POEy`UC5aR!0*0<(t7uz^d>Q$r9;fFQscbKo#MoLRhpC~F_e{SC~q
z1688*0g(e+DPmjJ;#$@SBrOOfEC?hJZ(IMZRqHr)j)*IHEEWakza*I$R4>yRj`_G(
zRGvxD-0cdp;CmEdk_ffODR>&#>H6W38snsg({<G<v)^+xj033%R#uNsv8qG#O7$8i
zZ$=*!802*(S7q-q>v0m;;u^JB9nYCl1-bW5X5$*(Ot<}MygdLwuSX3}-Nv^tjKkfs
zCET<%-MR(XU98(%ylQx&&IEvDd2VSxf>Y{;0^Mp2J!&P}8MgOo#phBq$5V_xZ>t*p
zNe^Y;{mi@jnQQ+O*LGS5(&D=1yzr&}zf&(p^$yqLgv-(2O{H(f`dnwJ)Z}EF?tes!
z^|XA&>2z>dBnh_vU<>;cPOOycQeVMBJZZ*vtl?ue0eCT?yzUr@(NF8l70j5L-n&KM
zSNY)~pEQ(6Wz>D>Lpa_JKf|pQ$2H<Hs^v0|Cb-%c6(rR;67RgtHgO&Q;!~G9nT3YL
ziCv39{zpl*a~$BE`n1+utli?tKsN<J4vQk7R*%xwx-#}!PB}2+hH<E+zdnsyZ9Ny2
z1`gC42QC7Vq==PR!-fo_X2Z|78xAIB>hrL&*eZ{FgWXPe1v@?St}%(XH!^q(Mq`w6
z$xSAsd>79{Z<&an9=xHv(4xm60V;JyDN8n=$A_UQ7l1SDU9!96>#AVqFyIFP<_mU}
z`pn6RDy?i+RM(&b39)-O5{E_Uo!#W~U0$X}P~cq6d^-)yxyrZLCjGEC@BZ)ubUq^7
zWPT{~6D<@Io*~Xaoc%>C@gY9l&O66u9JXZ~F51U3U<$DQtStXoIYhwNi>f>wAEEu0
zZO58jA_0$+gwJRJsj=Y)Pd^^~`*`4n>*TgKZ$8t|SN`pjf4kRwhHlotuYA46d$(28
zjh2j-S@dMG5*420DgPkk@2Q6x^qo<i6_*;`^=WI*gdE>?pwA+?MM8`6rluoNZ-Ema
zq?#NqPK%82uP+V+`+V7>miQ@8+2l?2Jg;-(!6GVFyr};`)%1^1U9^~ZVXmhn_0E~w
zabNsn42dzp$)%Is|8$%RF{B4oTDe$SnN?cp7`bZcXJhSW<F9YyZ#VFHJfR+*p#2!2
zPjuY?qG<rxgV`vNeUC7)VSZ|mVZltjQswJsXV>Z5!Zv@y3-ix^Q*no+1?+bevh<=j
z@FypgsN4pH4=nUf2Y4LjKbiFjYq-{qB=es9w7U-7Dea%Z2TeNCc@-0N4X*BGJpEAM
z9PCL4rW18GRQ^#AOh6j5`h`4tvZBDN;kRk;j5BT$7Y**$(74T&rW}KEb7-mCf;;D^
z_K|e4_|9L1RPcC`&q9``<Q>rC821<v;a<ztS;SS9fmu`KkAafp`cw*FM#dd0%y*)2
zt(9&_`>|=6iMfVR(@kC#{GS?Z%%{niiYt`r70Ml-nobD>c{vzi=W{#yoghv+n6f?7
zBy8l*%SvX8Nn7(6Jr!TP*=}|hk$4X1ITd?M`l!jKlhOQx>~khON=Fe)92hB$_e|4f
zj!2#`F@l_;h|&0<;6c{QA@Y@_oWS6^|2x@6y5<}%y&CS_=0r`x%p@NRs)lbaxNa1C
zxN{i3^Xs`gwkE&_wKk;h2g}KiA0xah*|sLVH(2bmvi66@U_+IBS^I+kFp|YOxgKL{
z3O09eH-G1@A%i)pvD?PuKbpywBLl`DxW^m}uuyhYjS3a^2}V;49c|))xKw{9X1yx%
zeq}xcbk`^gzV2kDTXydxm{V595<LD&IK%+lBLbkR{pnOYu?)qwr*NXgj%4#U=pS`G
zU%a&yRiu-;eu9Eo%9JcH*U-LXi@%qEbK-(HX5`Oc7XVCjIoYSRU#E0-Vz=3eIWAG>
z@O9&1L<g&j#I@UUzT%W`J76g>qHW=>R%zpHrt0!i#a-br${)RC?6KE^1zEFH1Br>3
z6$w_g2sXxsi|LPr4RRh0DkO`G&!y^)ry8gxwRKRzRC(;x9s{{C84GSG2D%Q4$q%5c
zH!aaBYv@TUHO$;z>WZue?q>*!iQi9YSy+d7h5RfQRTM5QxzQdpAs)K>@W~;ABpmfO
z5wJ*pI%Gw9traw08`tevZ?^5|TPUzKmgTS@g&xYNLA8qv){Z5IHNz734$O_=R)p^>
zO>uKLwB3rQW)B`-udn><JTuP{f3;yQ-JE&tmWHT*4`Z^tS0V$6dh;$mf&S1G0JUy9
zKm~v`;omkbx617^5h;w~DUTt&L&xW;3i<&`wCRuo(89P7PzxJF00#;;3a3OH3WAYd
z8e3?kQw+v}%Pi0nRhNIC<rr%;M_H54;n=rRy-_UxC7VFs-F~-rVwEc+-vng6hMxVB
zaOXWeh7Xr%7T*menCf~gC^zEDcM|$5L5}EsHEZj!%@ZGq+k2r(24`3Z`c<_e!|C%-
z<t2}UUX~BGc>;h=Wct%L=AIHox3~UuIz&6=&B6ZwN2)vBh~30r#!u5+T1i`_R1Jd(
z5Y+sg^aT+n3u}1XF$fn;F_8hc%_WR!hsN8qoVmqwttAW|UjwG2MsDqgAp!`-=GRc<
zjhH@W8#lXMCPwfhi(Y<0*udjPfK=JcQ0gqm`x%PPN>*oX+$WHl7V&E@*;>2#(xUG=
zk5Pju#Vi=!Ky$dd@78K*rRHR`U7`zFK_Fgn+Ll{SF_Y?J&+T!o(e}Xoi!0?9>28;m
zO%e6%|0dfxElICbDSybu+*N{2#n^I)VzbQxD5TI1gjfaMp8?F#R^$;m87JCUd|sh2
zKG^#g5zz{}Y|bSr`CVt_Sn=7~yZ<cph(vbo-$>VaX%F2OHmH4kajv&7(YkpTtU8p}
z9P8rA`-9Ega1mpKFMv3XNY*Ud5s2)%Aj|@Ngjs?Ib7;^)-7jI#uXzE?6_|y|w?e7y
zpwxIC<KgI2S!fO(sHY)aC@ZUl@;eaY=>?jP=RbR9BFX=+;TeJ^x9h6pZ`NCN>CWxm
zT$<p!*1236c<|-nWdzHrAh-2l-W&F6yRm+%hTI=j%9o{N<Fcc-UL9{dg15u}#bTp`
zdtmC<jk4jeE*9i?zx%dUV_9pkVq?7JTw%DBGZwDz>CsYR>kprJu%j-*$Ab1`q4*&4
z^5+bps3(;RJ^O-R<#xgS)R7t5k92w`$cwN+RkIGL1a<Cxa&m}UokZ*z86AlMQJxW|
z;YKuMd+bWsu&h_ILN|51HgzbNJzx$Iu#E$Kssq7a^L3vPPCHifN~!SpER8oXRSq^#
zdaa2h<P!BG^%Cb8#)qhJ7?X=&Q+BQ8@b{WHol1VE3{MAs0h_qtiun=1A`wK!-U608
z5Lto9A@tKVw0Sr>QgL9Q(>-wU*FbIn?njGJUWpNOR{iDWrC#F0MR-;Jki@lZ|7yT9
zk|nwd`qQExHiy&B&(OW4F`@mx0dyoXxI|Y1JgXEz*5e|vmNZW8bQgn>y(_A(Vx*8i
zODV>+JRVicE$6Fa3(lR7;y$-O{NYWCK$g|K_`cQn=h@8VX<GqmFJp7ci|4M)<}4t{
z0eM~#(Al|ix7=`aQMEK5S6tS3Ug2M5v(XyFbw6Eq>tbRc9ie9t5T|SLNRI>QYdhm|
zc#-F}v-Am<Uid?awAR+n_CK>0oC@8j%HiUaJcml0QmcdXZx!HC!Pv1G4>qT}bnO+&
zoVse^=4#fO(3fV$9=G$GV!d=L$+C3v+z2%dF7=3SNnB5g$$zPT<dvjFekPN!LZQfp
zM^RPeit?#hPmH~B*gQCcTP`1yT@U@JdT>~#c}TyRE1=CyfZkq?%svuTi}<Dxu&EQ4
zmzR6BxA}RvCscbr`t<-|mS6n|E>tS&5a@`LnAU%p>3NfrltX9u^y-1QFf?c(@g9+J
z9LBYJI+(`7>4`t)z9=H>otaT>tTq?qF!}ngnde$JKAhz0<-e7?Pe8_)XeRJ$A&I1L
zC>s+)c9+{H0^bbZza5tm7ptGZUz=vgef>!l*V{k&avjFF2=Q~~xoKx5T=r{7945Hb
zzdT&|-V|YL(U!S}wZ^01SRi=#+38eKbv>IOpUekfPP!7bB!1U*P=oJ0;C3ChKsH9%
zs60V<*vqSG+uN{|`RSKrWT$(;&^`I=1Opa-@cvKATU%?RKQP>_k7F`6t%HaBD=#Eo
zu}+tFy=<`!%eqgYGc5A$Pc57kC3}XhASnv1NwzpfvGiqo_A$`XHa|-jn|k%?`SaR1
z^KsHXwDB&!d1Ekkg3-#%iPjBx=K#iUCE66^g+rY3DI{D^W>3cL$M0lrPKj+BxpBX{
zgxv6WG}FcQ)JUf`^HFJZzy3vR;cSEsow!dA2j4g{*>_8QNYgApTS_Fj?@;hY!$<aQ
z?4Y#wzK7yryFGc$j91E<N~^MbTj(2rd$)v0EXg)G#jqdf`JE}maZ#>a@HtjYJ4wyq
z9J;ZB$8quL>A_ADzjKoTv&(zRCz_!?Wa|@&ePvJS?ZgFMmBb!A;<Lc*r=W_(Nqxko
zb)#x(Mf5#pq_{gpZ{)U~pn6_avG{mX>Onj(e1z1E)QL)2k~`<COOMS=+0Ch{{36zK
zP=Ac~Z|RpH1#AsjaSgvcY5O4~;eW*TT>~Rpwx|K}^^Gpo-A>sl`ELt$JqYq$Dff!x
z^%RY+lD4`bQ=5R8$oI-m9JH`LU$XN*(B-ap=<L?K|Kmh@!9GzF<PL^VHr3<EvXV-Q
z^7`49`@1L6=~cWzj-#7w_bZQSMGo>=>sCbW)`a5AZ~O{ks0G{3*S1n|J7u=(uqcw0
zEn4wa)8#Tx3VkL8`v?w33v&2!xvBVKlokteUmhz^Uh)%s{@U_P_U*k-qjcfny}Ix<
zhy4$Kpn|l3;(+DZpu!np!qyb87~6MK)pw-K{R{sX&Inzl#B}xlmHWfiY0p*!cd?&^
z=#skLLZm+o+=Xa|{i|>J)2p=`th{(ZX}q-!3W@SnS^XmUK%Fvd^>rmA8v|t+?&olx
z*+*Z@r#ZX!-d#?#AWxU-hrvsEdv3|okjJ?=Z$e&nW|cBADf^uoKNLB4*uWAQSgfs3
zi*lYxTKQcYoGbaI3SGUNv{DvZ?jaFv!M^Mtf)Xy-H#``aaz7dMot0qi(p00+le&?m
z%biSol@#S&ojlfEF27&Qo%xCWY^A{c?_*Jt{qODnB|(^jde{TL9M?;20xM@r4^MY1
zGpGNaT+HnW1VjORfd3vu_(eqd{-0JsvH#mDB?aJBwQ{!cv;_!?W7;$UyxM-QRsi1j
z>gM)V7M=iJEiZG=|7n3Znb}}|(6h6|bQZ$&<^@~X+1Pplgv9s&yz(xNF78^cW)@Zi
zyb4y{b{1C3?q+@fUWl`&mAk8pqnW1_z|-9e^9OJ2JU!l7xy!paxw<%8IeP-c0K7_e
zj+kzk`+xlutSnqCtpKlI6a3$)_+lSqKTXq_N<kh~1UTR*yi-uHqEOUeqp~6b41Rs`
z{mBz{K%MGOsl-?@J_*vV>|%-x=AYdN?CFJLtoiz%7w|8s=iEPZJ{+FHoDpE1?E8*}
z(Pl3~5|qdi^<Iv_jUUCzqH&*j`&oq<>40`AwUU9-7&+rel)>cy^}VS^^6&>s{#bq$
z%jD^6*AQN!ugoL)o~t+Kdp9(e9UU%rGIt}24-+o1#VTHv?3U}XAoYVDU%GW#(VU7i
z^83E}Fr-w2%gp38$GUggi#ApJ-4HyL0p1Y-=YO*TC1!H2U*D{Y{k8f_sy0#7_}q2J
zbFQk4GdY&~(xaL+CBCL*MCNCq|Kk*c65JG>P9CVfxZk$Aorthf)ogg_%7q%yLf#}<
zct4)K1+e<gP^*VJ&MC_*?qA%o@?5f+Rs#Eo)Y)u8BY?JNxVleF@qwkMC|Be2$GJ)0
zCDs^R)N^}VtYixZ>t^mKLu^ds9wpyQi<A%2#8R&<Df8SyS|h!lomgl)&YHL7-zWJu
zWPh-ayJFU?66v9q=eC+%!?dQGX(h6c$o5cgQJswvW%?_);n5+*s=kL<&rY($3jVI{
z!<0Q1>?vZ>$O?<%9^u-}r4>2*v_>T4=w_nvFjQTlOlkAgEbb)s+9pa(I$!J&v0;|p
zq>P~BE_olV?f<^w|2smJ3k7(+Be!ML>F&%<8~*NN&P|^-QlwQf)>6Zmtzt!Fv`ng$
zvAiAFqb!%AThm<``=v-UIvtPav9j#|biuUbxxVfE(FKu+E3>eyL+zT6>k#(F3TK*M
zXNW$hjy7e6iBCw_<Zi{KGGEzm27r8nj?M~bFMG8_8+nL>2oWz7K|hk^!m=hYX6=$*
zX48ozC_PMYEJa0pd>p@xb$H>i>uwj0HFx){C9ez5eGw7A=lJz;18oQa3FULa3_~x#
z<wmntvSAB*0~K>IR!KMdQ8!J`9<b3<!Yc$j<t6@ur_SRPi#<T2r^aSYI1!Az^JnP?
zm8JDmwF82V&qnWHow_=BEPHf~j`nI{S{9(cij6G|3h59v_U$J-Kjf|ch8Pr7mkJiJ
zPpzsC664BnhBpePOVpXbN0QsBd>szBZiN`1OiyK>rm8Jvg_1#9bf~DL_f-6U6}GU-
zJFMuE2Wsnz{;-rl1atAvk_m6l#Pg-A#Y0GhJ+U9g%Xu6#si~$Oh_da?`@>d7S^$k}
zll6~dh;<-SFAR@`RBM%6zF+nLW8yQhMZd*9TW<Rnr`7X}RixZa=dQCKV#*~a=2xL|
zG`HT#v99}ghRw+N>ol@@=FXx^SG)ZqiyVXm@hORrqE;3@P__HZy99W#xZ|mDeGvIg
zWJQwfm144L<suo&0@Yelu9Q{Z9W_1nrJw36q>wqf7ac=P1HG^F3oiiHNW<DD``2yc
zwdM+ca>q}m-c`R#ob6K_*q#gfpyiG*q${Zy{!)5`ao0Q6s;IhyAEP3Fa%YbeU4t|n
zFGcT)UX@hP2h+XPL?F`U$z(fh<(gUD#PzG4RDdF`d#DUx%;Gy3WpNJp!(F1ndvc?6
zP6$xswjj2)ga#4oWL*kOVr=X=w-%^jd_qltL@Po*5!>Imz2t%b_ZvzyzjG(e3Z(B3
zK>EBL1Zwz|tOZy*RXCB{U8!B@)Idk8^v6mNh*SFb<1+5%+1jXzE^5uR`P!%bNMYOt
zR^DcDN2?fOxS`gDK3gM>)`Tg)9w*$f#_WbGSo55p3$E(s=C?ML`U=yJb;DP0LT@qr
z)u$c&aHkS~3gEM7ZUi?}1i6M5cGgTvPM&;QJ0I(I_u5Q2#!O4s@iKkAI)%;93AKmy
z#_{YKCUivuBBS4XfRCfi7jjBX-#7+$7r(QHEa+wgIzA0ZLG<XR`ZlnV7_w;@8B7Ce
znw<hlu_G*xtF891ke|)CKIv5a9(;s7rJE((Kt&;(wJ6|-i#tS1Z}!$4_KJf`-4mku
zGr0Aggn*2s9}s&sLB*ZbZkB)>Dgb7(nk67zAnDPy{e5Xo(WC1-No0sE5P>Q}hNG=#
zi84*!>TuOj{AtvOXomXN0rW$EmjgM#wo${?Qz|8^H(%aE*7i7bPKYu&89Mr(i<qjH
zWZ2AVul^P8ufFnEnUd-$B8aZyj~brQD&3?N(Gd%b=XdPL(G(u7F8Q(Q@Y(F-EV<M#
zN{x!d)Pg9ps#tqi(6Q9@lFni_Q2LvFj+xfSo|)%8oB#WY|0UG_a@7B>i~m0ai0WF6
zlRBf0LDn$kl|&)m<`lLgF-2TOc{fPT3fAQYn9afHl(lh73oeckYF0il9r6d*)=yWU
zk@bZkTNo>Z?caa8rFxf|1ETWo0mRctrQvk;%m^~A{tBttlltX|aHVnQ<@XBAxsY+(
zt~IW-v{WnjV~d5<($R(r&)TMsv%9P!jhH%GZ(kwdmKMJ($78fJ&29+%6nnIv!uwb^
zAS7`3JjIuVcPi9h9ym)Ru`ntN)u(GcE7bcsgx)Aw^|eSyB4w{?cdD8QGQY6FsU*2a
zH)92$AN3I(IrR`;!JetcgXHG;@YY~qv)W34HActKyv9sNU~cv~3t|eX;RG4b&FGrk
zw1=y178D{E8VgmPv5SBj9e3Lc%?-0{9joxEK6<J2j?O>ozSV}9W7N<!RG>!Z@q`vD
ziVNHXiwMzy*t@uP9c?vMTkAa5D~x^i*-0ML19$6N?bAM8ZS9PVWU!-7_X{Z0CJsJb
z&-`YMPn^X08xK(_0oSdcz9DU(zo)(*#0{Q+)y$m<uRXpdrb}&jcp0<E8Lk&cFZ|uq
zL^sw@RP3E5S%5%DH#oYyzP!!k4o_Lwaq@DuUq;P*-5W5QY&YMe(NjP-S*2&9`(qvT
zF%F7j0pWl#PW|0hicb(fZz>wzJ5VuqFC(ZF+l?$zOOP%a8<W+mVyNvgZp6`Mw2U%h
z<9t-xAD`&tZZxs3E>^QKR!8w2S-SE^QdF|!>gm9XnaA67FP6yi%k)e*^SJ<1&DRAC
zsLx?F|M&+)uxmF#Ii8wv)1dQvgdUvtJA|rxVR)h5(QiBkFq6CuG<oAS==JfXgqg0c
ziAj~5{Puntn_7Y-lYrz-A;PfUajD3umHLnRvIIo2x^iyEX`$YEsuuURuw)0vnw15)
z@!j$G8vwp_(^t7{VX13d1tmVo)yPeS>C#~iCv^uOrD((q8;POL-vMl=QK`F0WO2RS
zQU)3txgBX#5JhYhRHE;ZKudU602}!#7^$>fj+>VKa%e>Cq#SyHf6s5nEvq=SQ0#T+
zt9v5|l_B0XXmp-hvxG%#|4<mPMeSX3PB7S$ElMglD$G4E5)^QlD?Q_ITFCLfrnRY;
zDYF=W+W0ti%GkM=5$QJW&41G>t{ZXubALJkE!dVNVO0?XN}!ty=4h(FY0Xd<P8dDr
zkoWmNynR(roI%$n4uiWp3=HlT++hgr?(T%(kRiCk;1Yrc*FbO&E&+ms;0__U`%b>^
zuf5s5*_*wXs+p>;?(;s+Ij8%bJ~GsfXS;nq$td_u=8Y&(1KyjXUlrP!@1~A_cWqaP
zSJd#{4X^Eg`fws*?|ZURF<@w)?-?LUw}_vUiVr))iM|Pj7Ejls%M{WH7l~W1lJ0%g
zUjBq_NA>3YiPufre!g!=OMX{Jut9pc{+JGuukW9q#mo1m9r^EkGS#R=^A3wjQz^q>
zpAH1Q3^HItBMLur6M<&9aN(yAg-1S7@4s`qf8UK%2mUZyZ!I`_kZX3+)%`#^)8T$<
zCf*)KDX>_<0GlF@jbn*O?l=#k?ZG8UZDb&<AS3G`R%d)m-4*bmSiR>35hW;x(T%7t
z-z|*uV0oXSEAZwZ<i+3ghj@p|ehzee5PUeG3z{N&;uPCUBbIjl5x=kms6h>1C_6=d
zMm6!%{7eMs*VDaLXF$Pf_vl4_ez-YYttv}3A+c-gH1OwcWiZhL(`_wKYM#+7Hjz0E
zr#ef?djAbryI&2wDw*ay_^{b4Ez3zRxDhqFsfXusB;+!(A&rQ7RkjmwEtesB3hO!q
ziK`?qY{HC7WiZg)W5uhEY(-|5k?l)*BbTN}@Ed}GicRe`Gp(XvBKG(r9kAq6g&E>M
zS~?JE7BrJAjmTAv!mM1&K(u($q&<UM56Ik-s|33cP`3R>GUTYdw=HcY)1$H#*wOKJ
zJT?>q`^Cc^lR{!^R#TQ59KBM>`YP=EYeYp6vtviYL(_0H1n$VJHYF9?1c^Bi>4W8u
zBj*PY$GE|WQyRI`i=Dv$^v=&oROV<Twx^1XI{T+gDHet2;VwfR>AR&L(7qb_Um{my
zDGXd4-hOCmGPbAr;)Z$Qx<GOfG;Dd`gRtO+n#bna)FRS;{rbW@ePg1$Q(Lt{MVkbc
zGS<BHkG0^3q5w)^hckH+a|DOXgifougN9=JS2}>IukG2($hoyb61l%fADs?1HE1xV
zq_w_WP6(o;+!yiOvP>(?t4dkXHm`VCr<}m{R3_|HO;fsOfB)+g;rlR*1L`-J=jRtG
z#R^GeqHg`=#;h2UUAibexq>g1p8APo?~##&tXkvJ5Fb=DM`uf%b#iu)!JN90<4n!@
z8yC&QddZDk+NN<k2qhX}b5fJa$77z`b@|->b79CdOjRFW4a81zs_MukZ^mYdYg?aq
zJtzV^b#m&-&=7(8oh7`UfGN)b8QU5XCd*Bl-DV}{+K*}Scv{x;>zQ*V5bwDmv}WbS
zw-mR>2>W_OL2ZstP09q!$rMP6ZfI$;xFAC<FaZfrSYI<TLb*g}X!Q5rjgrVTpM>!t
zlThz@B|^H=lg#w$<lnf;&gJq7bW&#Tuft*UWeZx*svu9+u-;wX0Qkz(y6v{YtEgI1
z?pGc{DfCraR|eJK-YciAw}KB7IXz^{Zp`k;fr3kgeO8i-2}`w>6_Pz?rx8xy)05lK
z05u{`+GRgFeP%DEb^E@#r}vTMGEe67a13*hFfaA<^msP2xpdj4<L7$L_IeuAF8VE6
z1w69RHS*oqw{mZl7e?B|i3feR&6IVHPS#h=@|)bL_-QwhC+<7eU7&%iPxf@gp}l7+
z`tG5LC6!qf^KyA)+!R%aG|u$-(Q~vUP>6(Spp^3l-UTr+dgWKcsHLt;l)|-=YD2?S
zQtU|ig<`Y~mjC=b0kdj8FP2rV`2NG;?USPPNw(GgVX7`)-DmNm-()|_)Y|Ou`)zd8
z7v8#azHL9Ij2snfYsjgd|C>R>&_<U-!qDdP_qU6FQoUsr@$v!NuwI<&!r!(_Vv~-S
zuLy*c-!N{?C4KukMZQ+;3cCHxn$h1Gozw-=2`=G}SPt-#_<FS-nZ^w=wm7w>aFoSc
zV?h7#HZpxHkImzK{}AtNKbal4dL375d^MXXZTa2<a-%M~&u-%J+}ZZkeiHL*?h(R8
zy`{>=2FP&Ln<fTy-xK57S2Xxe=mRC8h9iOl(WCy9aid2_sHMs?SEXxT|KK<YXUJb)
zIDItewqtB1j*m%;%~FxD%f0l)nbWpeFCH4Sq9=K||3R{wk?g&aTSv&tzm|g>=Ji_u
z2u2#0?<kJmE~+nwQK!}6mORFuxvz&?DzNq!R8H1SCAbs?!uG1UOsorC)L|AHaUE?;
zXCtXudrp1bg7+%W{xznnt1DwKefE00-rzl2Nu-j=F5}d}nfco*y~KE<a;fz^4IwG>
zjIfj+u9F?NR%O8nIJ%>ELE;R3=cQs?%M?SbOxr?E)!TWr$I!uH`pxS4PwBW@@X7uw
zc-=$i*>xcJeDmei{V{(=U32&Kc{3kNC8N%;IcNzwDC4RY@+`Sf!`u-Jk)BC(3|aTF
zVZ(RXl}j*go%cC|GCm%MwYG&&RK3<BXE8ntzG;bGzDRdos4?sI`WaUDv_tdqJU*fw
zb@_oqvhL|p^20+IteJ=9U~IFqe%(abklQ1<&oXM}tABQa)wt`seJ-X&FIb&OOP|!s
zVbu3-ZSx!=6~L$v#<!72jBQuMJ}ZgKP}_0+TBENa0}ldK3v2be`KE#SK@Us&-Pcbo
z=66$Z>%oV+`ewn$fsf`No)d&#Pijtko~Jq_?>3V{uGStUUq;nG-1PnU@UqDz@o<ny
z^WmvVUE=<_>~qM?lDov~)8+chP0I&!>y5ts&#!wzpM!4>%X(gRQq6;(&bcHX4oGNT
zp29vqU%?W`&mT{p4-_SXZdZNRUS5np-0o4-oxZN!ng#FfW_CYr`I_C`T&@S4EZN_R
zzno2px*PTc%>TxsfWgy7|Cv0{)sTTsz@>e+E@kAmo-bwJwlpURz3JEBaCCgPyrEk-
z0X^XEhI$igwsYI%)n4nQ!ewN;4FF+xY~FdnwbgT5l|sm^^YDvm%SyZd__t%xlh(_V
zz>}`m&`&rLS7!`?)WLtxne&7G9NOmxb29#cyvavmm0J&deZKvWCv-M^JF<sLM>%`H
z=1fOvc{$PTE^+^TJLzQga^xh6dgZ=1_;&5x;-{9=U)}G=U0c>V51B~AUsqd0j&pRA
z$tzPL$`$tZ=ywW@C`PPJW@2spo;d$BC;gfwZfIb&96#o~iRAE2nBTd3uY3aavcw-B
zCD6>Yu;j%|V}F}bXMpT+B(#EN*8=#ueA;<*5_sD2VZRoY=J)eRei!8CyU^!=oL}A7
zL2A);$Ls2JGBL?pqNg9J4o2Zv$t2<Geb@c>UD42E@s+!7DlIU8*AqY0Q<kmaZtEc(
zuib$s-ACATE%yt?g07vOhy|KXmOQ*T(<L)Q->@=Y6|F-Vf3If@_<A{MC3eIv*gUUO
zA-!>s<~8n6G>tG`TT^{O&lFYOT1d6E#gAe@RiG#}(8%bwLC9pXZAOYS(aPQlT~=yd
z{pNr4jY`e!R=ob*e(frb;>X85?MF({m?C@y^I)t{!lyOA?Mb0N+-(lBC#w9;^P!_U
zKDcg_bY;x=j~jgIr-+Ti$V&_zG%L-{`_H$rzueZlUB~S-mxm}S3za!O_M7V|GS(#E
z{LFEI?tNaj5`gN<Ekq}K-PZW{y2`nVbe$W0>!`%5c{}!n;v3l0ZM@mNF_@rM6?Tg{
zqXwyFvCbY34cp4#G!Lb0@mYPK_@^nkg>93@FhV^aO??@(5LRoWd`?5|Qo52PZhjG{
zi;*>2qce&#_GOxd+{0|hpJ==JsSmXdj+l4B*Bq&qr2Ck@m|;)u22J<dQRw5TA_P|V
zXxV+e!F8PY;IAFhFxJsxjVZ_GO!_l+PBpC}+pC(BFmxm11&`LYN_7fu)D}DK<z&ig
z&OyjqNW{s#j-w>fe1%21%{nXr&V<bMWNP^w_A-?fj$A6LP9Md%E2iv*G0ft&SG{CX
zU~~E@b>)GAabPvl1K^FB8J{T?1p&+-2kYQdZSXirT(WQPT_WA}W2|rb@sM9Iiy>F-
zYg&ulu6+F=h7}=gWofXooqUYMGxisI#N}v#BiFsn|L2zkp_O|02@`LdsDx{FP8w^f
zS)$|<VT2zkl-^s3QK`jolx|^7K=l<%j@cTzaplo1hIerTRBcs11Z?x%2D@hRHg+;p
zLBhU_hTqzXp-}si0$~?a3zDc@_g_Pv(0B8r7wK&JHD*!#sNO;hMr+?}*(y_)PvJz%
z6aV^%%lRe!B?>6l&VORMJ6>){LIX4mZ4{UBz^OP$TO^5(Auu9+yM&MZ>qfr}Zx@|l
z@$FoJ*Z6C|btTcbK@_{xhvS9Bw!xt;a-C-}*{uRBtnK1zn#%_)9H!ws_jF_JHi|Fv
z<mHp=^2k8W=3Sq)iz#SFuHcNJ7pj^QIKRU>ao{F*c|;nTiq$G|S^F8*CU*-6V$UqD
zmur%1l`CQpE$1Ab>I=I7iEk{+hD3i#l1!{bhHo0$AP71m9V!mIJz3rMpkq2gsKYf7
z;E@|rMN1g5w-^feaHz$|&u%+udk)L?w>2lEaG6mS1tcNPSSe1gIC`~Nkh?W1BO7*A
zm{vvMVLzu>AV!fSg%bg}7$TWdJ*74aE_b}H5;NgUJn4r`WJfn$0N9ythux-J<Wvf*
zn`~Oc4@TT%Rek8iVsdU}0_i0X<hBrHwZ8u%z`Fm*5Y!!bD~kiD{)8h27p!Tala)#;
zkfDhAe!DU~E!!A3ThWfsegZP(;j`nkXtp07sV&){4`(BeQ5xN0#M)ANwuYZ#bdJ}J
z|ChKOjk8@omSNXFw#suilG)VXK?_RxWBq)Nkza^<#tXlww8`r$qlua12kERsdT%^Y
zboa}Jnq`pq_es&w)BHfVGYQ&G8aa*k)ckk2pDl;FM$COvGd8T0khoCUXR{bk(mAA~
zBE1!|Bht5bM&lF2NJrDz4IvX$^!8=MtDaS!?hJ3{|J1gQMt+Ozh>806ZqaQzC`w3q
zwe6xaPzVtPoIw$5F<P9;IQ%u0pp@ByFUk$uR5}_PUK{%9``gf{@|b$%AmeXnQuv+E
ziK0kbrj$~t6c=!Q(y;<t*u4lfHMz(nY&cgx@d+0rzI%=Q(%s(Zn;`q?Ig5H9pI*#O
z;V+UzXYK{yC661%s67209-*}M2`hYfrRzJI(XpU&6pFIH7FMD!WY-(8?ihMhB3u$b
zVB$5N@Z6Hey}2|Rf|emx9>lZ2%GHHggpu1;#Y}5f^eI=6>aT&>8y^gkVj-!Cv;sf?
zW^Qz@Qosf?oTdi?9UUwjJ}jwa%R0IJ_?xl2Jim8S$%#QvVkaqKW>jyz#>4|d6sE0p
zIHrJ7Yn7lk=udDh8AI_kabcnQyRu~e4-~^kekbc)Wpda~yKeAR5CyNzBPBnLP<Q3z
zI7)mr7Li39DKFFMkrYa!v+hn3kIe#UO?5agF}iRpgzqZeTLQo2&yvqFIK!@_a75fE
zjV=fvLilt;Onqp{0;tpY1U7>al?g&c3Z0gS%MH!W$^CjYHk+YYAn6oMyxzSDborqo
zJT^KFvP`Oh>1f$%68UrnYiq8wM3dm}$Q#(5?W?f5p8zl8?GeJ~D7?I;^`K$BD>Zzx
zJqyX{Mge_R|4)cHM-#@vw2L*0Tx+N&Y?+89a&2<FpUO`xd<xIx{Lyli{HyhQ-IvhE
zaFCGcNTKw?k%%rxu!@b6ec{a?(W}wonkYG$c+T)6<TdfCzKd9~lV?wOOno3_C=OSk
zzCPVPp}P<Vm>gst-JDRe{pR<lOJ0fJvg%pzO;xJKT(@WDV)9({z-2dPFrYVrQck_!
zTrk!bgw?N8iJ5(ssnEpb@^2nMp5W2n^JeZ(Eg!9qX$2h99Ys9hic|IP;?nVW!GR~~
z)I$N9xSqH`@v(%#IARW1d-TgX0+Z-y+^muY7VNB_S-2e^+ukO|@?~%8VL1m^i?$CY
zzq3s@&ydBXRCgpWi-j&iTQiMEa+&749iZ;aedzDnyf+dk7!0-w?qeJPMx)LIzY8%k
zcT+jVQkjA1rzpkkJ4HZ5I{{HU(Ss>uRRz_^$%>y@R}h@}FK|fG^hg897$h>0q;aco
zlOEwXcVv6@$YJ%#9ksc`jS?mDCI$}{t8_dm(s<WJKMg><CSvi)bi5ZI#eY!B+Bf>I
zN^}bUMoHfu{gt<=D%cH<M3y{B{1ce|HldZQTOVbIoZsa;LMclz&^&FSl4y-x+qCGc
zl4bfFB@bzW{4f0`o|#;di29jo{>PjM)3tb9I<l!yOgcI20x_Er)GUbqS9@9gueDvo
z$Xl490z|s>+ne73b0mK7St{0=I+U?*GZ++7L~KldcpmAmsJ>$}sA&yHwiEO2UDiNL
z^lK^cvBRb{1IAG2<!t{^z6!`bh~%D;_HJ#99^~q-WsEchiG>c=0|KV=<<v6R%Z1=^
z5yBBdlj)J<t&kMSAW)$dzL0oBjd}hc00NzXrZGrZX?$~R8|WCH*$D5l0T(IX{hgj(
zA!QSbF*@FlPR3g@*WCqyw=*ZXAtjw5i)cF6M4B^o7o$~4%`BJ6{T-A%A{gHMAe^-n
zr9JPYzko$E)iU+!*M@0gY{U~9?##QDyK{X@;phSoWel&+2BHi-Q+aGjZBgS;%(tO<
z;`fDnQeu=mdA3n!Mg5FP@V_==Mn%7Q3<`DX(5y|>hTu6QIF!8LFzRdl(d&jJ#!a?v
zaJX;vFB8&x(|43>SWb9L|Fjh=5!(}E>WYghvH{%V(V|77RmfN%DMHhv^X>=4cabJ2
z;trLJ=ZG*KQd~Z9br2#CpIP?4=TQl~vIdFLa+lR>Shd=aI#nClcxC5*KQrU6HIqMG
z{5XMr)!cE{1}30#Cgk@%d2d4ZrhA1YiOTsc37_e7TKsUDVt`VBpC|6}rL=4$W*gc=
z7#x+16Yk_27Ia0ZH{u1^WZ!F2K0N<Ee5wZmOTov+`d`upGHhui9`XpO{R8mh^73m~
zwxW~bO-?pw@j=?W4Azcx5ktS=Xb-af?5yr!W~KbS_@zAILep<OWIcw_OtN(p_bVng
z^?{+U51UR`DYh4l!z(_T=7Q`BNgkdca>QvQxi2ic9Ty$-io`R8c$+R3n>cm{XgE>I
zlR5l5|08m8kX3vfK!(`UyHb?0L&=YGQ@I)8u)(bGMx!C`)XHA{=3xEcry?O*xJ6bm
zS|X*zDE#3Z=?M!S-4h)glt2nlf$?ySQ5rFym@gh6Wr|ILNPj&TJ<=W)ff_0jBX4<5
zYjsx#cM!B}AHK!*3ii>m)bcSv!g$YokKIq;$GKZ*Vp$W@y9CdLJy=9KuXrD7A*918
z9&q&?!O$I3v4JZs+7n*!bpY!=EglYlms})sInO4C><D0I=G-dkyfagui)l*+p^wAI
zF=V`qxv@lZ!Mz#vY0JvSNivoQl67~UmTedv0R$Z{e|}HQYp%$dpb3#9<wcU4<K9t9
z)+olj5OWCs>;XkXHxK6$r;$GEtTl~^b=EdLBUgVCpfZ@#Hcitn=emG0GDV<1H~?bX
z<e11+Kn;Irs{Uk=F^OsBmx!h1T<qOD1trqJL1_um0KDNofBu3LDDhN9di${C^n{8~
z5zwN!r2tvIF$J`2L((YyXvB^U8&bk9OCJSLkK|yCq~l<gDz4J%g;9;aWfaq-z8OBJ
z*>ecO#31HJ|4W!78;q9EVf^j;?<_Q2^qnmxJgo?s8PD*eQ7EFAb>w6GPg-WQ*gT}P
z5%3nRA)s2X1}^Ro0_RxVGv8H2r7WvF3(*mEy_5GHRl2?^*F*p|O%C!!6$%I+sc*p*
zSMGexMGI-@=Wk0mpk-v(+jk5BN>b55ly~$&EZvCG&4slFWaw-qoc-vI5f=!YIydv3
z8orDYObfl<S(0*B2Cnp8=n{tJc+Z-UL|OqQJgrEMWK{WBM&%634Km4<VOqv`+!s<f
zS&d{OjfiSobY#74h4RCc?&;`40&6iFDSk5^B<Z9r*}vXT8s3e67^PwghA9Kt!^(@%
z=;#UPNuZ3Vj$X9A^OPs&%FzLod0fe~EOJucr6BYy-=!Pr*=L9!_h#`+xT40dh-9nx
z7%ox|lp#e@O1PLQ2t1VX)mjWh_>8EQ`1_ktxqWR<^g%TPNNNbN?M3xt434&Z^qj@I
z1PSY(XYr&RG)VES{JR3^6e?2!2(#d5<>)5EB7;7@rp7#>KOsTzMb0IcBS@7DHT9*^
zM_zHies1Z>H?&Y9lZlEh=~YTjV?Z%Uf-j1qa*KSsr@t9@E)HWner^%*Z~b~YqsT!Z
zwna46iT38eVbpU-%=1PM{9i<?AOB~Z<A0(T|HV1-aPtZX|L-_Q-v3LSBj5i+oTGrS
z(Er~!N7Ot5d6HiH)UGv*-PY}mgHOf26|<uB@+D{>nrK2c5Li>X6irWR@S_2|JRa`h
z$V_17TH>0>3Fqk4t)0-QtJi3XYU8Mz&)#s-vWt(s{rc18-sD8C5ZX)$2*3^c%P(m8
z%1F>n8bK;Q8b&<i3OLX>G<o%q%XjLhBJEnXEfZn|BLvJXxPt-Kh%dyNX@tn(j}ewL
zq~#hPfY{~<g&cX0&1L1H*9RDqMd1mpr~|BE+9vK3Fhn}HP~tfQb0w)M;$6#0+IyNX
zdM>LecgDVAccy7#HN&^9hU8S04j0Ve0=&mr;;G3o?FH9>xuqm3;ps>eH<noz6{aSB
zH)V)?-Tlu$Lj`!Jgr)3ly1wWgG4kv8BtVBvlo?_*OPy9-N)*>ydsJ*AVTPADCt%AT
zHA5jD&`pkcjoWO$xKd%Tu&w2$nxi*p)m*!60UiyJI`RNiDhiW2@T$D*^Rm!v|Ff*I
zu)OA`o}~f*=np+1$4%-lni(sV62R3GMaf4hAgCAgyPqWn{dTPX@8u~Pupuknk6<2r
zqWjtF#7bk+IOL=k9!xpKp=hXuP2`p?7xm}vGvgNAExPOGN~P59%J-tO=e5vn<5pM9
z>oYxU;*+#+`JYej?^BtkG_t>WoahvIoy-*4f~UcdOC;Dzs2D=ve%hPpS5c23j21;j
zV__jD4W1V6@?VI+tkvoMY$q6kJSMH0xZ+Mln9zcVz}#;hZgT}zZk96|@&>Cmj=Rzs
z-#lXBWdo!Qt_o!|5OxicYQ<8_!eZNGqx4vc5K$vr;6F$i3lBo*+GsJ+B?_alDGO}+
zhr<rJOLtgx#<1S#@EX(E30WTUz~qU*9NnER)&pyTOCoY%SdHqIr%@POb!t_+6{V|1
zX_2^>7SJ_QvOk!JfZ$bX959%h(bK)e!xmUd5r=O#CCWf7$XGGEkm=C<bZa(gWllMm
z{8m(~J6=?*nN?ZXl#<lb`IW$kdb$SEfH^g3a12tBfs`iHAPT)LPo9fq<PQ_)TBakn
z^nXV*Noj(lNeU>i<mejk(>+DPcnRl18G?n~@LV_3`XZaOxIu5UHNW9Ec`R-_(x@46
zux>d~RsOvlAt;FbJ{lePlUNPULy0Y%`n`UJ)<@g+6{|lPY&FD0o&s@e8X5Dd4<0QT
z|HgPLv4&GW7x1SQkZ?o3c|e^s@ksb4I7<aQru(0zVJb6CSBi@n+f!KLNU-*_ch+T<
z24tBp4|jfF{-yP@B-xsQ8cem328l}JtuIe%L;?9{CEU56IshY?vKf<Uc!^at^Zu=7
z2o$p$rI)2TIwib{MnDqjlp0%76ze^%yCivA_mk(1S<?;o;S4^q6R_aXU)@;P&-9bo
zkH$X!zqP@ofmb5ow%6gzj}g+Cvs4-;sMx=S8O%-#^$?PO6(mnjD+L=I@3}f&BqA9J
zafZ?N%gTN<6z{bOV+@O3(KSI$6w34(^Xtc-QIe+Hobi<JSE<ucGN<Q`_4IXdkSWX>
zsmER5Jcy?j&|p$Vd4e)?P!1e~4Oro8k1@U%Nl?v;VLDZUgoz{eaD6snWs#W82NGlH
z6jjI>wQ~5N&ne_eY$4LIh}9ajUHwUIOurAQ)YZ(xJ3Z2D4yfp#@nLUpXh#tBptVor
z)A8zwu=bX=Y+%v-<9nA-U0pm{h0ndUoSM79V$R5F!1XQT%Arl>Lo<rl+A%S9nwFA|
zR=UDKqU`pbF3;?Q6vEl|%9+h-W6Wl?1D_Ha722#`Nl?6BSuo8eUX9V(;<P`83dq!b
zLpS2(Eg_2sAYzLaTW>gLusBRUqXoN^mC@Vcg=F*X{Hn`l!6PwYwoccQlkK<Fdvo1j
zdrUvG)eAsj5wTiQ4yz7JiWFh$ip!?bBXO!x$0^qAdVw-FAggttriuuQB;vq&hI{bE
zOVzIj?V)qwXhspD<zRC7z(u-)OFx;a1gDpEU71ZumbTd6aKJEFg!HNP%}I?IyfzDe
zw@YzmLeuYEC|p$CbzLesP)0fGMYGn{srToK^QK=_$BK2GX4(!tplSA6`da0CxIr_1
zn2aU6!MA<?tOfuL7Cw%NSi3Esd0(;4OM@pN5XZUq{una55$V`K7cef|h@C#Bxz`DJ
z#iw-ptA}B~044<PgZv(_3iz8eS@6ICb4G38n5#{@w)uX%ucC#N^Wgjot=?w@uqQXU
zg`1E8zfqf>5Sgwx+13<2(?_kKHl{f}RtPdq4?<eLtBFxKlzLL17u>7$&euqoy0j4{
zfG5krO%RC3A=OLN<BSRAiABDmfc$#d_XflRx+sFW0zu1d9zsUKmFYH$6VyPeN(&ti
zRO}tge%DnEl{vi&EN~HZ9`$>@CN28HjBalV;P0?hJkT_FuMf_WJxRWf_4gkpZSic)
zS!3a%bo>L{(s;&{nUlf<i|AS2-;+hBgo*gx=<P~4a`2!CV4C}z{6wE|1%d+p5=*1C
z?|`sxEbWM>AGtj+N?SZ^nnW8A<dp@JmEQFg+nfhmYfR|c8n2d&EN(Hjcn|`~=<plA
z{RF?!F>TOp(=#OXR3GJ_lpkf4Xv0QIi>~>uo_8=q0Crzj;_mwlZ1H&V=4?*i>5txV
zmL3&D9WIIix3nu~yAwfw_n(7i4o$K(@dHr~X4J<N0atdC6&#e3q%em^Q`&iGVprF%
z2#VpxTshSu$)BEa6Jgo9j6_k}A?q!W5lUYR4YQKv?qiJMpiIKQ#!OCSHcs;{|Awwa
zKZA&(;teSVjVh-g)_gAt89VKjZcFeh-66&{SufXvrZRuk<9+n`>QISZ{cmdoai##b
z<drp{RKO~G2=#L<dJR$pC5x+rGIvLXJtUqzR1YR&eU$EWD57UCuc;%p2NLiP87+g-
z6Yj1?qhHJ|=5(RetuE}Y$xA<Ft{)ye$0wx+Eda~q!w1Y602!ruoR#GOR$J3C1R|Ea
z#f*L^AikT9fyI3f0Y{J~GeMNs)s`{^OjPO0gWmH~u7=QJkbeq!lpz3=t-t?A)BU~o
z#z>V;Ms<2YXfZ|?mDWajDnx6|yOz3HBd%tL80`IKk!?bF^g9YnbF!+)GZ>wKyrfbj
z0iuPyY-RBOu*{m&{iU{s+*$0McHrO(zjgJ*CYtt(;SXt1I7u1E-|W$BvJV^BB<Z1v
z9>cbLr`zr~T6GuA_f^qR9a0odE8|A_X^Kd{t0id?1jvW4*P?}J7UjdQMGgx}QUl}c
z;R*<Qu_yua^26yaRqMH*;Y!7RK%^97hA_{V-rV?~gABzG;YwHGo!B&gz&+;NKG;je
ze8<H7@(z(47)>T6j@UVs1d^RBkSlv9-^@8qC$CK0;KZX14}3QPk#gIJ)+@rw%Zo+?
z%TmOmAR;XMMM*1nZ^>f}rGeOT!|7<zIs><sRX@Gmu~C)<&8#BrAjOz_();iNc07S^
zJY_V!*x~=!Y#DHdh+<&DtT`k#L`wWuJanFqRwK}3!$yWe*nboVGQ17L_)AThwaRY?
ziRU*A@OY9rg;R{dMj1ha;_~&j=So==%aH_(gYn6V=Hl()63A%TRC1(a0#HWA@NCpH
zp~n3=qwDd|`dlg6WiU+fS2-0G>XFkXHklEqfv{o&Tws6LSF-=;j(pHUK{{M%D}?5l
zxIbrha?^GPpi%VBgLh0{)=)c*UuWr}yE0M(y-?cI#&$Gbt9SW7S{1LfCk8e$V3Nvv
z>o5T);*XGa*9XVphoZquAfmjbpJ(7pfOh2xBoC2M%aCGo9O8p;R-~meTE1y1LFrf5
z_yK1q@^M0-I2{C*kWnVchi?i^O=pt+$BJP@b;1Nk7<>RqyL;$bSTUR0PPh>a%`AAY
zk2ciDoKz&0@HKLoI$CLzDv%*e4|bBCPZ20;1TSD4A$XWIu-TEz#0YvcLTzp^r{iTg
zS5>7X@-6~AK+~v*4tIciZhDbRkfWUte7m2rLJk~oiwur{8NM#vq288E1iuL?nD_R;
zyS9_oP#h7#oJ}(=C=9CLLr^YdjWRNlYQg3>$OkE6<O2WW=3-uBp}!TX@a5g%7Eojq
zC5@j4RdGOlL>cdM%NLEJ+yU4PA*|!gp%bfnO@SP2f<%ENd>C6Dc>-r}Qp#*$@P*!)
zV8hTo%~=?YR7GicOj61eKie=@BMlYel@?%}s_l=xg+lPLB<WhRnv;7B*&G?{;9y>c
zz!Cl*eP!_iP$AfMQAj+L-m6z+j4_5TARXi8$66KL3>7Jm6Gv>)f)Q8-lO`YDt6xqN
zs@<M5X3PeH0lm}!TX&4f%r<vA3;qHR88kzk7qm66HAS4(R6m{ThRwyc1o<a!Rk%QE
z8(HZFWbq&MZeLiyUMdEB_s(BJi;a}sz96TS+e22o7NlMvP(c*LXnVL-95uBffiV1@
zO%^O#5Q7TjpI_AMCLc4>{<pBm=oio^i>d0as^+ZD`|<lmyEGa8hD&^`c_1J7Hz{U;
zxUdKhy?>bAmL~e0h_F;lBHJjKK)QkshC&tWfkg^R63z&`vDMs){zsHt%_0hIhc836
zftvq;B^T11$^#qK2e(D0kqE<3>6@JfeHc7!*HEV4{`VAW@XpNcs)aCsc93$57|Xl`
z(p&U2ig*xhhW|%M|1Hf~88~Se$jl0i?oy*-wS;H61KK~}{4KZs`J4-MLy9&;FgZX{
zTIfr1wgVrS|0#R|2E$Fx40z65*)0b-t!ax)s_flAi<*tJhbu12hv)S|GIT~Oo%Z`T
z@7w<Xquu*^)cC)^^ey0m>COp(u}}tpj>4O)BTo^Y0N4+nfYUs^Cj9rj=hS>^UjJEM
ztwdH`B^mCYS}7%ybj?*D`TgTT`+l0sBm=IX1nURf8`OPX0yi@U1(;`OWswZX)kV-@
zGnALc5le+Ypn776If+66Oq>BN?*MQxkLF~>{m-7%LiM}pKmxN!|5RKb;+Y=<(K0Dl
zpx^0Mpb*|?_q)R?D4}8|c=PFqjstnEmMF~vo0BoINQV}KIz(CXLIZN;6NfYbLVj{X
znB(i!+HQPCPUHU>7FV{(Y_pBV`>miPW)<mx7an#<81m*c?9};p1{lG20J{EV>P_x?
z2cxuDhc^=D%s|!&Hj~aUFch4O7Z&-2JnDIn!*HLL6I2@|egtN#7<=|7<DNBzUgqCj
z?lTsY;4u^Y4jadT+)lxPbIA0IIskr26sRJAe>#U+R9IG`4EN6rX5|#>eAwZ!3SmA}
zRH4_{zWF1*CvV{<bEka5K+wd$(NVL7%s?fGqB2AGD*vBcB<>P(bWk=bB5mheS{zMi
z4f6QU`Y*Ep&wK2TTC(JPy|(@{7@xp!8Za}KqW>i9ITlLNJ&pNKAxIopxG`e2LbnRd
z+d1LkOAY>zZM2UZq$dI`q**rf_b=3#no#$%5bE;&t1Uub&d_<(_-1gy^*r(fu&G%9
z)F0sg$&^&8#0Lk^NCTmmK_M_z#pvoniobLLfv0R`dr}zTssH%{WxFe@D15konjkwm
zor(|aErzK$BRIkAL<#`{Rp?ir2Bu?IuIH9b{PU=5gq4DqMIgtoYqoyQ|FN7fhvp0*
z%yL$dV0H|%edaYJV0$hk4}an98UolUo=ii2R&WBdTDUMDzR?N`R58a_Q0blKfaWJ+
zsKo}RtYsns{!%UAxz>l`FkKhv&>UJ4m5;}`y``g(lbLdo9}O2(QizHCoSe=?U8?0-
zi6LqE{Tc755&RJ&X36y1sBn8sri(B<xbg~<dt(Nwfgj-EJs9Ic3!u<0=dpvptEa@`
z%Z-$RM&qEY)+nUsWl$Gj<Ovfk18g6g?!|H}@5en;cuM6@gY8POP-{Te8M)&&>|8zk
z@oLS`jIDIAoYM{hIEBuBko6XVKjqnGWQGS`A2V6>zeYeo?`xT;f$eV=0mx<|SRgDn
zxb9Ua49UJtHULy(YdD>}OJ+E|^J7BsTj8MNY!sliP89wSj&>=j3U@6bzH#LXDa=;U
zJH4<q$TeEz-q!za!WZ;}?!6;ZAffzZ<UAs4@LMgF9e?92g4wB5t_lap;Ku36PYdF$
zFnUbQGZJJ;Ep6YOn2Qz?s59fo*URI6%J8UM!r>&j%@AHu)#IA~l#swQrKmg=@Q%fu
zrmO6Xlwr8bsK>-gxXQZMR#w%s<J}plGN{i(%EQ|$U|iC)66w^$h8O<Z+9=qFGj9~B
zht%=bFXZ~kPC&~_#*hh3w*rp6LV;~}<8W3(hFgj3vtHF8s^|~%u}=06?XKMVi9F1r
z!y9b64!q=;8MVl_8<kIWqmp!de3wrdfXP24Kn0}3FpcYR*S<RqEO6VMqVhNV0~1pX
zIjhmDHyj<e!R@aQc*KWW=GRLAHpg)POmC=%#A(TahIhq%^=fklMn0AJ;Wo_zb*Eje
zf!5%~h0R#l!OP+ChoI{<wgJ>@lJq>v*tOYnx=z7Y36BO^@;K7JYqNsuWslc~YejAe
zP5qj5F5FH&R6;r=;G<GZl;py<pCp9oCE84yjjqWBUFI~D5@>ft8JRCXyB?gef2i@`
z`QR{FE#387z-g{}y>cJpXUN^Hj9^`naIx4iwmpAVAc4@$^Z88G^Rhs#Aw!qm>cie*
z6Gs+Con6R%Ckb&^DFY9Gxp|9TvlmN@W}$RnxpM}fMT-E85~Rds8?R--0%CttsO04|
z+SJqpW$ZJ*Oz{A{VSBT~l^){Cq6E}V#b9P)On05L@9#g>_sf5aQY<t{+8g~t@aPxK
z*L-JVfo2V>!Xg&nEI6H0ckIFqxwG`lsmOP`j;O0+TUInC4V02&!q3A*&j>=o;w3we
zAykn62E|*CmdCeKLj!MsM^U2W<>ZII4`pe)RNqYpVKUd0x#C=|Gqvk^JH}rN3vx<G
zNN}=Zw&K9jlrO5peU%5ph|kg0n4~F8?;cmF)2$3kFcRZ|N!#lKM&X_PQs<Xb&;f*X
zMQ`}FaWBuc6wud$^62_$T8GvA!L~a%$$)BD>5jjNf3%E+EdUni=-8oz6U<&|r^%9z
z5*(Br-ZckWF94bDy$P9t{sEbhc9d^&xk3wTOt2C@j9!2Bw&F{4I~x7uy8JFg0g;N~
z5&f5xJvrsVMHnWcM|bn#E&P(4!qM|bVKcaSVJ##IZv?PVvb@d-@H;%@)-dBgA6_vY
z(w?I}rQA=S8+ui2J4axmk4yxGCL?N4PH?3v|9O~^;2thyIipR<Ri8YCN||Bs+7<pS
zD%%w$><WK2j$Pwecil0%RDN6z{~6TX|3TUTF1d*g1rw-Sm=?C~jR@?Anx|sV(f7qv
z@NUBO?)dPb7T+xOd`p7l(Mpn<>Pex?eA+<m212i@bt9p3GjJD|y99V0*HW{VYtL$K
zUwfp=EnzV#Xw+Ob&2Kfzu-w>yQfK>>$*34%<3aTI7vM$ZKFXeYkIb{jv2iKy8jsKe
zyc-;XTHxRM@)<<Lwa-dQS|nhU&Rjx+W@SYO^7P{`X1umI(n@vu$#4cbyODs;>{F>F
zoN4iQcAb@m^v}vytUlvryc@on$!f}y48-YgqCD;VLmA%}B1!Il+4EvkE`g5q|H-v(
z5hIFkC8?Wd6jz;!3)5I4_~lpiWiSZ&eMNpB+`&tyB};3b43y7Z+-aK={7iU#!d~eK
zpW8_Nl^CoG@>F<gxe5h}^d;xFP&fOKl$KRDGd(w~b<38?s;>;Kbm{rq!tA2Wkknki
ztpVxy9c=-U__tAu3sd(rMQEi<>GDzG6^E`HJ2C<oGj5A`U}Wb7Ob?xln5FmyS;x;@
zTXtGTy+?)v7eI4p2AA$K4RSv>SCY3b=<}>q^II$b0E6jVM15ULUtG#d6wgUg`(*2w
zG?WXqN28zRNO$q~tC`X~DkS?J6^*38=N+s&t)U&D_wSF83nII+A^E?T`-nEQa6%CD
z)0$&7wmi-y3iQ@>^)SjlTnzG914}Z8Cf>XAqyxApFQMV6=b4FQtNm5h?e&zj-d5O8
z#2JJ?^s!iFMj__t9pjq>eS0j-GdTV3QS3jLjzt94R~$g2e(uqfI$Bj-)3<Hc)u!7D
ztWxrz>@)c*j?A!*{YUY;1jhR17eQN!5@5?0RW#p?Q4SH?ZC@7-avU3EYvq{F(2v!i
zsEuC|6==Xa0q-j0nkygFI?GohiHB;%L$m89;PuX`%@(JEzjEAwiFe)4>8Nfo!cGE8
zGy@np9W%rh%2ov?sP4x#+5!9|HdO~U-@~Z%I(6_MsW!iV?5OszohSjNeVk+f)m;IT
zaKOQMRPJ)Lx745<#^fbVcha?j$Vl@rpG`j!R6Qu9v{HlDYkWq6lceR==#uNY#W7HP
zJXu;hf|=oDv!S)Or2Gcw$)VM7!yjWr_-&;O;N2G}m1S=TSMK`3yE`A=&o<LE^)IrU
zqxJia>W>};PzC$Ykma>s6<`GADhwcEew>dq!EO9-51+f#7sUkk_T7LTZE?Hy%W(VI
zj}0YTJ+jL;7GiM*_N>b9L7pqmcSFB=KPAws*gkzS;5WZNrr_Slb_HNbC8?ZUuEK@v
z3c^yax9sm6Oe;Nu!)U(3FXUB2m`)}U*2eaTcAp9qB|Tz=V6VMY`Dmf?DK_jexjM<<
zS-hdS`CjS3V4mvOK8H@@{+~DN1m`)Y^TnsSh3Ve{&uZ)OEoh#+lla5#Fs2&mXa|#+
z@b2eI(l>+zNhiayTWJUjV1J6HuxfajvxR2QT{De5jT`Li;lo!<h%TOOYcTwgiCG>X
zZnNVBS$4rW0Id`IAKjU>Ydxbn5LF89Vc7;A`z-&)vphSanThcbqs;3@;CC8|ULlmP
zd<rN-U(BYzx$!5)x^y(3SdE(WeAh}5|2au%JLANgJqDt4Oc9@y2*E{R{hA)V`AmYo
zgyDWyy`C%lE6M&LC6!s7MdXv1|I@PYEz_nq=#KdbmrKP%fgZkMODsMK2M}Q>a)JBa
z5tztV5?0pLmqu0>?r2IZ69W=O?x=`=5Blp)d-!hXT%9=J6-_rg?mQcB6N!<?38<lR
ziTgmreu_iYQ=AKZcPe;i$|@o9=@3-EBQ?v4dm$I~t|dOd)9=`wN8&sPlT-^1O0K!p
zD$4S9301*55#Qup1PCkkrANvtFL?AoMjuX@OPD(qDG~qkJ;}E04|yXgEe7zkP%uFu
ziv>rGx5V7$TbZj)XMBhz1SqC_!v}m5^1xR+-tXda*Nw%W?@v-brAH4RJEh30X-~LA
zw_$W$e!yy=%S)j|Zfoy>K}mG@^^R`HSm8@AMht~IQ4x}pBd&~kU(>WiG=E7Ex|X_T
z*t9`?D|56mJ&yq`5ltroWs{y{Cd#l6e1J|2ehUQ?PKykIkPduCO8}f_b4k6Bl>4-@
z`Hp~@T_S7zTDa#8v<yni%=Ec9iCpue<(MF*6YRet5-UP(qJ1Z<Q4gw^MrD~^e*x!%
zyz8;azAARG;zo3h&@OGb%iR|hO0l;Nhkx_YOMl_$7T4N@TY`x>BFv{4k1K)E9@#=`
zbzyhmj3X7p8ax&XimHg)mM!=CW5eFFLV57gZE90~m_zg_cWqWV-sN}Vr5()s`+0nN
z_F1t@3O|n-T`Pf~rajS>Sq%%lwW|FHq4u#z;zWy$al<k~J<E8sj)C~=;!N9$?GH40
zeRm_@y`gdPx*{Vf@(eoM9j-X3@IMs$4hS?<P8~HlQphlLDsP!7)K&sUcGueP*4I>3
zBtwFyw+{y`H<qAM&Y?wKM6CEe>7ce&X^NP75_v>rZhDAD!_0K;C;vL^(F`J30udnh
zd#@L5%i`VAV*L+^cPpzl3i?moquw0`QsuyN(lXU&;X5fQRtcwLMAX^tcOmPs$fuY`
zI$RvAb?0FRodFUGk+{w)Okh5mLW*btZv(BCA5*Y?lH!Q%(Wn)h`Y2BpZVa>jfjaJn
zQI%{#ss)IleJuEt%;7YT8YxEfooIdY5fDaP_0^b}33CS&NICIkL{J2x()|7!;dkgK
z|A*d&I3emCZ4?|%n!Ek7rS1Gf9as@rZdBntQ6k-n{j~X(JCmfI3|a`Gpaa`bpd#`6
zPzEnRPG$d%D(ROwo{C$-+6*KgBoB1{7_wju4+miv8$8Cw(#v_Fn3u_dSqv|w^mP-S
zZrzA-S_K-jR-I-Pswma$o}gRDkVg!7zROn;A+^5-9XsP>?(sqG+NqVcKVwPQ@^A?N
z9q^5XDLgSOyUs0tMFJkUa(`rt$DP&%lUq%E?REbCnrQi?jRBH_ztJ?qBV*bL|MTG9
z86RK&M@~ZpJ<bJzfm7}pH|WA&2U(to#jrvz)khth`gut7r{v4U<KXz>Q-||<XjoJd
z_3P=*;a7Y0&u=`R4pL-MZ;q!7TC5InFeGwCt|v3|kCrP8S6MAgqi}0VD3HlV(;j_$
z`hx`ixKQI~n3T>#7A1_@ckfh()%HaUZ{19Lg3kX|Y%3;y5(_*ZqoN4*aXjD9N_N)3
z6+5V4ApIcAe%zUj_Yykw@{`XEMWG3PorWgf59i51io-K|#_d`!FXsE?WiO6<G9;UA
zijGil)Md$aI?nw=<Jpgd$0?KU^d1f`)qs_OW&IyCYmH8pC_`;42{E=7b>uT)(OMW-
zQ=$Y~<tx_en7McNvsh8Qr@uG0?mTa~o<w~eRt-jYK;Z_4uDy3=Mqwbv8Ci6(xng(S
zrS4EMi!A)PS^eo43VP~wuCw=D&!rX*xYrDO%>0FN0pn%^>km8oAACM_16{a5l~PkS
z{QWQKK_3~4t&_|yRM+IUo>8M+o&Ay@H@04|dL}>E>-6}%2a_;8<{J=5sXB0%ZDh@n
zPri{5*t$Nv{9x3u+Z)42!fD<!SmvBLl`q`7`@`M7XQs|D+u_9vKCj8%*Q)ayB7|{l
z82UN22NT>{*ewk#G>Z2_Mwe-hSMZo5(l1HXzut1JLco_4Y*o5{FpW~px*W(cWv)H{
z7N1Vt*uuexfVG6S9AGvJ-$o#4BxvM2O0??Q8Em&cH27KF-_v6JYRoYv#ea-t-I&is
zNk?WTEp2O1JB}m<Ykbj9UhnXAhA!Tn!v&yPaYTz(99V#^h%g}o^HzSL%>}x-k5(?D
zn8^u%F}V^Q_ciCMK#Z5)!4HwDd<c(9_yIf1Ys;9#{*h>`!a;t={V`$2i%;DSYt<}u
zm>=4WkA|9AGdT>|dEU^^0jwU*=xv<^KUm!vUoL(Mqv;!nzco?}9o+Z&IdoYmTQwgC
zh2Nu))$q-ld)5_9yX)@gf~TU))N2{&J*Ro@Jh9jl*A(|+Ov@+;l(P@^0QHX*PVtF#
z`W_kWEp12P{9S9X-k&;N<`t|nzr4*!AQQc%dO4klsM_F_(OS5#i8DLZOsCoPURA&+
z{EVGGsp<TPawLCmIhJglH4Z*6!l69u!C(jwM8S<!s+=y_j~=~z9T5(ZU4fiWX2$<f
zEVo;HWi~Oa;aMXlIEj#dd&@=nyV-HjU4@wICHTJbJ;ma4*Ha6uAm{mL{HS%l+j_Yd
z-uPAA6t7iwoxgX;NBO#{`2(gcx`DL911#>&&xraQEd=$}ni30^<|=l0gRFB$+-K>B
z7_Uo#H;JupCXX|hza$BBEhWW#lGmDA%_YHceX)L7W(aJlHse)u`IACocQuWH$>VP1
zkOGPOKz0LpgPM-CncIrNEv`X?d8(T<4Gt$(+6#U&y3xSxqy%gGfn15fX3`zfQDz==
z8n-S;)$L*I0)LKz+hlQ)Gu6n)a0ri6oBzA*;!%Vk^1XY$89meYM6#ls%aZS>fvk65
z&!9~mq?qwTPE3HC5vGQ7Z&B`B$hz9^muL3RH1mBJF|0a8Myc4rQ9V5G`ew0EIoDwK
zJAkXzNtC9$YNMpWdxkK~Y1+8;UhmVf8IBK}PY$yO@TR$o?52!NS9qU<0#p9XlsUPr
zkNh1qJHw|!tt}ovCpAK7CLp57)F@Y)v0|wJj_bUwTd#IqTtkdX$Ub|q$M|5L+HiUo
zv23-CYJ(ZN_iQ5_$7Zl+&8Iu9S^sq&>y}rYdZjz$KIzh4Ex_?RpZfK|bP?Vm@|Q1+
z%tS0{q%;)P>uuH=-e20A@zc6FWYR6lZJRHN6Q$Md^18h5|6J#`oUV-rfZXc8zaRAN
zxx*$UCEDU@^1!T{U}L*@^t`$F^0)fY*L}S+<oKdAPSIZO_XKzSTlMr*Bo4}Ib1Pm8
zV_x3CW9~x@U?8ay%`k5od%U1?GId~Kv;;xD5>4`{kucd>mfcUxgBkaF-Oud=_HXT{
zm${qfX6O_>pz_wOF1U#T6^{|m`T<pN@cd!t1;4To)K?z=Q0ef-rD19p=|N^ur!-~@
zODkXd?viNA)TcNZcv%ei!K(^F{;G)``gx)La-DquFlKCL$pcONPxR|$5``7>xqhAr
z!E3b~16v1(05ck~y(!}h9yXL(K&wOAAy^-oiuCMb=P2vhccMT}P<a+Kw%>EVcxL#Q
zL*+h%L3ps}{Lf++lyNIHPW8?pSs;xP1D=vn^!I%UyIEi~9*#vMq=A2g2mGdq70$bE
zv1GR^{;h8H5dHu)I@+ZBcd~jlA(EbBTp-GzdD$1}EnMTC%?Jh2LUANKy%m9eS9Iur
zq^O)S&Z=lG3qlq9L8u}=_XZ8e5PqBlX7o+M9coahh3{SswkCR--Ab`j=C&Py1O*eR
z3MRTJ6|JN`_PX*C;!!eH(f5LcIUOh>&|&runv-%Do9e~*VD#`ysOJ}kG>e{Z9q_Y>
z`ybq2^LaKJ`bVJD!DO_@6z4d<y2zj2QWlmdenODDeaNIhRTtW_4I)XD=E+1nSad?d
zIdV}1H8?2rK3P%flu4>*d)N{3WL%Z26g(Tfqb&Sha12`%AdD?U2NQU&!s3=?(H2fZ
z5Cs)<sNtjs$6~&?yBWuZb%(VPEnQfKpu#3CGzAZf5r|_2w$<Z5VU6C|SYWMq-c=)}
z8C;PGr0>YY3<wd>eq-^AL+*bv&QE)LXAzQS5fk&!@3PmGI-B&iRUpQzanffnbXMhg
z<Rbel=Lxoy2vHqr@Q&!?BLZTihuoVhk|{tQG4{$s!d>wbsNxO%#~x|_tIN@wsrW>e
zuQ;5*qe3Jhe~Eq+&$VE0l<roU9R(NhCIFRetSbJ!NLKWRb^uf5B~bj~P490{bF}qc
zdyhLa{BWQw9#?;7dYIe-c`ts(lXAJ}(W{_<^KD;1$~El=A3^((_d(Q9$35Mnful2e
zj*FD<1smJ&3mqOBmLX!c{iYVea0?g*mDe<qAMPb7T23VV{$33_`%>HN!<ubvhfYn7
zhGboDyoehFzQ4XG#n_)p-Ux`oIa%)r+`p+Y7IZi1aoc5?esdI1#xb<=jDN53QD7t1
zpH5P*H7H52H!%peN}5t!k%p3(C|85O`Ry+GbxxDhdb9qky<&X8`TXK~-o?q|SBVFg
zHT`wY2gh^w4^PcblMh%FLar~qDhfjjuFJlEVQFx;`CX4Ur;;9L(|w4jH>b-T_P4d4
zM8CN&w+mR0_v8w>uGELD=FC^UJiJ?)9qf5(J?L=n&XK(RnIw^S-`C{(<!v7KOLOLM
zBDu&@Tj3APgT<EHRPpxrhjZPoM|zXFf{r>pZpW|*^lCL~y^UC_Q91HRX-EjD$l!S-
z=^XM^X&Xyk>o={)&v}+|C0~%@B7fefN+d_?HmDdFC|iZ39$;`M(E|aRly@UY(#apg
z!enJ+XyFu;lsveDm>Qz<B5^Y=@;=rPf$_pwSNONKpCMUG_jQZKpJCTDMc+50fUv~R
z&ZqlnLYdX%1ERe%qM&jdgt%;CTKTj)F7{V|rZoHK@c+fzJA~KrJpsG1y<?o%)`@M~
zwr$(C%@f;Bez8w%<HUCI?f;$J$v3%^JMG=8`{`P>s#evmdKb_1Dwq*O%ltf8dj>g{
zCRzaW{vsSjlz=gH$?a-1VhlGpJy*j#{ZF#A;{>;a966U#u)ho8;!tPiYgb4YS!@(B
z;5O+z;M?f7AdL9b%xr;Y04>6S@}yfl;@{#Mhn5uB#9XWA@d=<m1Yqtbs2VbmQkH-G
zH6<`t6N{fZ=?wP_s~ti7ITHO@KT?ck^+CZX%`|36_;*B^IsPXa534BL?8o3!axAPV
zcew;kYaYm-Bz%^O_%3wmyf2189id&rl}WdD`qt2G<>zzPCwt)VE|>mYxWrSS9-Jr;
zbhJ&$0k}R^XmfSk)@)KQS3o@=H1~4_h4yYTU5uO)UGorqI%Bq`>4c8F@W8qCc=I2I
zR8{}3Hw~ltIfUaLF3!gemPs;*&@*0u0N#ZZ=A)5)8)bOm?a&RUxGq7kPWtO)FLn#l
zr*@<;pz_brFCw(-1KD%sIC3)*sJ3TD6o$R}&ISOg?G=eUf^?4*9w)3~hsPgKft&b7
zvN~!reCQ%6&eicWI|OEM{bu^)U#&%lDcAeN#|$O0JX~w)l|2QTY#?~fchywK4B_;B
zcFEf9vZ=}ma2+e5jG~phn!$2YKM`_VuQqGe)&iqH>xmHcFO2MIz5}=s7d|Ty&9%S#
zeS?iwR$-)m!Utv<s)@ww<fvUMGvC4O-UA^L2#p5nE4MVkLU_J;Y^Mix;EC7v-aQ(+
z?G%lbIIL;Brla6-um_t^pr=~@Kw|h3HIvOGpz>I`vGu?>sd1RCr{;vs^nu&R#lbKC
zOOWC8Wf$)qMZ=b=e5Itoh8z$G1CwAXZh=2!HBL1|apPE)<`;^2m>G>f*mzoG7J2T8
zAw*UJb#Z)-*;7YADyp2PN6=A;Ohzg*`>RA=P-r>;Shl3Q!!Nr3J1eq>b~{)LoudpQ
zK=&7QG)*5Z3F2lY<9XLt7%kF^;Ek`En%UcbYOljSrU`@$Y1f-|=+kC?*x5d%G5gg_
zldT|Ix=#pp3kkkDoP6yl9)q_gxyvsF77Q#d^}|c5&k5Y$wad6&cFVgF88hTD;?JKW
zyi~#2D-3}q(dULRF=+EEt;#nYn?bT6u7;c4IE5;aSgHpIdz5TgOitUAv<%lul9B1M
z2}+<_d%>`z69S^N{iB9EJP8-)(Gn1UoHy-Au!d0iU#;N+O|1&F9yRS5b_O*00fm}u
zp=}QQ`!K(ZM|8^Sv?o6nrW{9TiI@>@V;hRobP%uwJieriZtivcDJN1~vLT}c!K|b6
z4`Vr`Hw#N8c2!b+!_Xptr<{qnDeRG;YZ1XoQR&pn6`by7KWyLAOU!Pw$qc9F%-raB
zSR5W<8r@Rud}IEaC{FDal*7samN5{6Vn$7CXm&i|lll*df94PD4ff9G-+4%+TRrr1
zO?l*X!cw^Dvm6~|g4bov(gjqwpmnM`G$xHRU%t5@<j8*68Hhz#&tvR(DW`sn2MRp5
zH=17Wl(aCYsOL9NI|o8dPGC6fW&0RiZ~(kjVac(XYa&T^ba5dYoo?J(eE^uff)Z&*
zP*jWofSsv?n<U(O39$Ha6P1EopFoZ<SuSBxiqypJfb+HZWr11WyNPf!(y)VbTP9)C
zXNXo!_zZ_C<LVSats?Rz)yZn>&IHa}(w!#dN``{3xsbwYRwuw~%^-SY13NGsz1#I)
zfgJuqyIrsIf5rnHzbOmlw~D}zOAl+yF#Clge%?Lv_@q$oPDu#VlJSU?zT0%vwX0^Z
z0*u7yg@qD&k-x2(wj{e=URT-}^{<uLS9q1l(1o$pn!+MQ4N=2sWqKP3uDf~gjQ2Hd
z-DTFnEmWvUa52chzbC&>ZU4Y){RDfU3ae2Pf}-Mh+PR)oWaMBl3na%%-QTI*LuxW7
zXxy)cl_zK+{zl{f{fEtJ<`MwU?}YhR1`?y_n`9_GjV!R;0U$DcGD7?lNOQo|_4d*M
zh3bp?swDMskVq`Us+aDJY0u=lA0YaE+J6J;5k2ELMb6z4ti9a_k$M>G1^gOop`CtT
z&j#FP2BAdC#nb+tO04?0!ifVMFk8t$_~ML6^I%Sj;sYk;V{P8Al~ta%#`4^4LJzV{
z2Azl=F|46E(s+B>bD3m8`n}Uj?u7%myKiPtsZ}rX%*l18e=askFA$zkk5dr6hYdUv
zqUbbPJ3SwJ8vNRAA2b5eQFmo-F7N52iBZs*BW24a=}TwN?9warwEwXa|78ZHKFA^n
z7G|mWB^!>Xg@(*@<E1oVR=r}gUUrj+rJuuc_~3w5zt!@ymB*WfJ!|IsVqSo|@QK()
z3hw2VsJmclO>-PIgC#-XOR=Oe3e3~`zB)M~f%?1-O}kd!B^oxHq3i57_8kg*xgGAy
z>_wUu$a>6P>b0Bhbdz?k$^eLhoupTa;F@no3ZIr#n=(qK3%Kgs`{G;5_<KIE1mSSN
z{C=~*H@Q(kSOTbM7EK413SJT=CxpE{zqa-XF1|mHa}@Y9U+*J>6x^+~dqssk^XZYm
zK_OK{rDqC<JSrLM#7g<!Z3awyjp>4rU~xSKL9EOugJO?PO8R!}?R)D8wZ4u^i}bQp
zrJ~?4T0PXWz4`%Yfy>_Ih2VVuB<08nQBD0~&88-UX+|GzBsZT&>_JNntVR4`<Hr2k
zUqB6_;cWy6HXEIT5lKJCOUtmv##qzTp)lou+ws<TKUc%`CS`3ksUBRxs^(x<Ean$E
zF7(CACo`<KRi18R?E-7_iwFdxl#V&F$I_9@2ZLEAR}*PMP%`gWuc^t;<^5LHc`9;0
zTM!Nu-<$3g_OY5S@qB-quNF!gSnw34Zy3ak)6XM}OnX`CD#Kj@I34v9wUE^W!{_gS
z3@M`8EpQk9P;n%4gH>6pv2KFF$i)&lOAfe^VoIx@84nn(d@@_Db8){;cX-PjY1$&Y
z!-jKyTY@0O&5AZ^X?s6akDb;_0s}FQ@|LAKg&*KzxNC}|JAXuAeP*yEn-$c>t^a)2
z6$2%e_-h{D=y*z3A|S})$X_PunF-tO#MFE(kGQb|ZqAkq^BzMdL3DoEgLHQk4K`Y7
z$Ljb2u$7hija4|Y3bfsSSYqk!?8z!!Yoj<bLah1NYH`m09M?iR<^ZtlO&5r)Y2I*2
z?|DhTS1%CpaU`U@t*`YRn~(jTI{V)-z!8rvFBc%$O7(||9nLG01r!f%zl`<sd4jk;
zvf(`yP~s`0DBZnm=B1VYIG%d1W!^)ur+o&YN%rP=Txcecm?r@{KU0<s_g~ud)EBzv
zoQ81d%qM*s49Ke1BXDo=>v3hgRoxg*h<f_v4h*}Gd_uxte#>LuE?Qy6m0sn<UHUx_
zhQ37VVer)|V!Cx4cF+i^^xn+-to)VO*ip!!e?uVnfOg_+Z+VF&&rF?jTM0Puggl#}
zM$?IWRcNq1M`KUBq+ORN=<N)ZO0eFc#Ea*Y$A^7oY`&69r`L+}8~d-&;y5`Fl<`*m
zi>0fwWY!gpn*XfKe8)Q-JWf=;(X!|8S&iXt!S{g-ShJypZ<42)Fjet{!cskOY$5JT
zw<Y$&o<V5sQ-oB@0CUo_S}w7Z0Wy|V<vpgk$c*89*=_HB%)W=!yJ66B9Qk^%xSf6}
zdOei@#fx@KKi6K54_okLd0oO59L0mRuXak-eE?ZR*)S-YQb3kyqa7~X%S1F#_$qPJ
zZ$83jrYh5QJI~+uiLq$0E@P-9Yuj*2cgK^kVPW^PK0u#5cWWMeK*N^TX*L$0$Mz-!
z#^Y{luvKrQoqC$*ia8U+utAy(ONe~;{@GZT_BRZ}f!}*{sFmmCvTWi7Z7uEY6zfJn
zrM=;_my=-QmP!S76uhCR!z0!g*xA$HHSWx3QFGEeMkvJgrTq&wSM%OHXNf5xqA06S
zgdr9w+mUu%n^Vv9ZKuFAaJPJ7WZ{ShHZ#sQe)#k!d$BKc449TrD*#1Kp1EELt8mMH
zpIet`Yr6j=VK1nr{#ZP5kl>JlyHlk-SENpXk8gnD)%~5CxkrK+9?<yqs0Wwg(0PKO
z)y_b$+xon!U~sO>oQ}*))5JqY_)iHQOEP%jcD<=6^iioyJMP_gIiGcvaNdsER|sG+
z?dABf@pkyZqR#l`JzKh<&|0H9{t!ft)gDZ=Y2v-3;|j(NK-VdMV@<*OY`wZ&ul8ti
zJ|C%*<#nPEkzd))(O}5sZsIVRX(BwC%jJB|`jxO+t;)-=^zbC={U|mFa2(Qc;$&6s
zv*Ofql)cNois)gsScs<oP|)pg|L}LeCOvUBMRON4pUR32&y9Gw+3895x;{$k-TYni
ze)ZwSO4-YM`G<l2LW4df7n=a{C~VS9Q-j;l^jMG<{Zh2r(?8p27$8&Le#UkAgkwOj
zmDhN)mL;=lzdZ$3SeaAT?K(_XyO5ZZ=LW>|Txc-l@p-xa%*MLWruzy6Ja^Y8{Mu-j
zsSanSDaVkBje>!_*Cho7^HycS@(xLmr}*1xey=5ivcN;d3oK!oG1r5N^|l%PB>dLR
zXnYx;aLEF`$M2R2&z(BZDOdt4S%2^W9E1-d*nYRe`)z1FWen+Rz3;r>Sf=miKIL3x
zG!A#MU1ziWsY*jqh5;Q51Jf8wYum3Dg#GoR1e)p%_uzJz($q96Gy*v;RzbR2w_Yrx
zBD|N^>!jx<qeio!@nb%qV$MRp*XiT>E8=q&%k(yigftlhK{PA2Fu*ym0Q%*6tIO$X
zvJ99g!{=#n7)wVC_~|@~s6U;}e_p93jo|+htr*K$s?{%2y(58bOxiDu?ZFm=5Z+{P
zGV)cX;=msEJ2Hj!m2<Uq^mG+&Y=L9P<wGi>mxu$p;${c`cfaMX0FO%^1WCOvXT;2|
z7b5sVlI&;%tLV_GG!a%_LFB!Mz3*P0b_e}_@3+Ob=8A6~XUDnt*f<+?1|0+lzsJE%
zhaTSh&Y<4zR-1)N_txk#88R%X$S4GO#AkPG+=HH1jLVQqYnCj8+T)ASEHzruO<353
zX!_J#^*-%9iUf~q_S*oHF$MpC*-wXnZ@>Tkmm_}u#p`|W*cp?hQMcRSc6$8<t<}@S
zf*lJgjfwL`akwaY7kENk6%la?RdjmL$x4|($kpL-+D4DJQuFC@t^nWv?mPSFK@soc
zbkq#)?Qyf#Wi`BUo;F#Ap+JL92*CJ-3$}0BTN!<yErJ=BB8bM^d-H1SgVFROs3@sv
zYAd{dlx#-3TDe=Q7IE!Y@V1+|y5sHfp4$oE_jCNxuU@~I+h{TuG(0As%kT58Okr7_
z1G2&=j44E`At;j>>GV`_@N)t4I}~pq{PbjhxTfag<z~Cr@8cxyVzo|xw#RdSD@%nk
zo`9>v;U&H{hoeTT_4DOF0snTxow4SffYVwh#<=(0y$T<<o3(PWl=s$Z4F-)WQRfBW
zyGA9{!U%|PUV`~qld)&Xglz0GMA#wBtU>+8XFK?VGeCa<BnSp7L55<fruCnDHR~mt
ztsc3t>t1LC9Ojc{*p!Ny%!l=i-S68Ahk&|Ii?31oO^@sCfU~nZK*ek>PXP17{j$v}
zXdUn>nEn7(W!)t{t5IR^bc&z9QN-APH5L%Yg3Ez*6W$;jCp+6f#n>g;(gjU($#-<Y
zA6W0l8eeY$%6hpvol)og0vTkk!o^(H$LHXpK9=BZi}mZ{@ocfr?STUE-%_P^qwOCw
zYN;^5p-C}m6ebCb7dcfyiF8x0i7T-L&>T)HbL=@aaX6*l4;n<uNRsG6K}Lj2fGLNi
zC`+f(X#CNh@s7)BvtI4=srL`bCt!X*c5;x<e;<q>4ER3gfDia|J8wFs)u`WY0HUr4
zx}PtBEjhOfCSyN5UjL@oAFvqoCwqL4ap$m+*SCFMU@VYftP&yCB85q5W^!TNSI86%
zANrqooDDmps4yhwe+4n8$lcG9l=6Z=f;Vin?tyuqOde0mU@_(jcsxJ;0sIgMxIf+w
zf(OnpuyWACatQeSY_A$jf0;f{BZK6@9va~ASdTP=D9qXCZMNDkv?%p%oU75M)9SIX
zXWatuL{t@F7KC_(nz*2%Xkd|^&M-8fDDC{aa?kCha%Sx9no}<T3g|*KWNf@7G*E>!
z+BKe0%4W2xb^6WrArv#(tygQU67~Mz&;lIBOKTdVa+$BQEy(6GZ$}Sa26V6H`^W;{
zO|R`{0l?lg@0l*dobQ>nF2B=jzK>@@PS3O3BvOe4P%BFLd~Uz@>GkH*S-lRB0lmrT
z9^bcnjO4oe^X$YrkuIUdnH-L{{-e;hZkwUBqhB2_&gLiNf=5GMfk&5Fe=8L7cn4FQ
zAIJBHBLdU?d^~Qp8tpF9fqAqVAckl;`Z(aT&-HFjfI<89YSm!2;A4Hv#oV6>cx3g<
z{hHDoG9F9ik4mqP`^948_91-^yOn0Y{LDW!nsi2$D$%>6Qj##V1LG1>(jhN@&%p6H
zg*tD?WX9nUgN&UY=DoS&tN*yDYv0(6qC*{_DusuJNJ&aSt4B!0V#-R()1Vrv%2%sY
z`i)Y|>9yN0<~uh5z3;rs0egEz!{G_|e9vVXW4(7PrR}?Z4nPSI`oSgoy#X_kzU{Xk
zVglcf5A`t_pU)pn0_i`k#>Z95KQ&t2_Fv(^l%#!di`T<Rz|WV*R60El4vtQ{{dSuj
zPbmReQi$E=9=<R5?y#EUm3fER;V2O0R&UU5J|hrNuibf2e;h#f@zq`y6YzC>N*JKo
za@+0DuXVeeVKDvi`8VNoI{WUs#bY=BaV7MwzW4qh6DT9X->$cXpg`cMf0IP}EWrl<
zPVi~Dx_2v08ciy_N|mX#w6pTUP#D_bp>c5u$*`BV;8!A4Y>Q#viG->W9q!>lWU?ls
z(-wh4gd%F%#FGdKk5R@i%nmR+v4QC5sJIvfI@JzKWoK#Y3FWe>^m@fc=Vj}2cAM2d
ztA$D_<uf|`JLP_3vwA*{m&+9n{T0v%_-vlz&2xx&{KiM{CF1?Bi&OP|zrUY2c6@CX
zkEk8~htj+0<8k}fVs+E|^8G>Rdpr1e&I%+<a@njz5c+faJm+$`n9t>Z?MF15&*XBM
zj6R;<etq2ZzwESFsZ_}O{STJs<uiFC1=!8L9es5IO5$F|WGvQu|Lrv5=cdyl0?EsK
ze&Ac-<zll!WA4{>m+Qazx*4DXao8<(7=3lQSue}h11n0);Et!#sPiZeDAEG~LgPW<
zF@?kJdSHD1BNDo52tG`V?{S&w!3l`3<N;OWcX*NUwT42sr-ej|DB<C#9V8{i#U{ok
zhlhZ`1`?_Nl2xKB(q(D&%5Av{Ym|>^)T-6$^Yu&2Yd75ftyJ$8DjiZJu-mQlm{pGv
zI&62z<@~nWY_nOd^ZR%v;C4M*YgDP2&ExSnUu?BmwI>_gWzgG`tpGB3hh7{pbT`}V
zHh<e`xBGwIsnhGQIjlT3j>i3u`dn|Hx6x|7T$7~VtG!H<28vl&MmJa{YAr48%&h;H
zjACT$KTtM7Ia3HW4PFjI7M+3p0It{sI>IDfJ?_x|wik0a3a7{IRL}6%d)kP66u(xk
z{(~`^r-O?XgGm*W7#jhxa&o$Z_+41*m;_um6d1JWxw*MR6$fNx<>l#ts%Xl%Qf1P2
z0pq91NAR!t{qh~;otn;##)6UyBw_F(KB<|BAf4b;jm&}4uIK|`EifIS;V5DzLgAW|
ziJ`@`qWfzw%M;KZ8S2BIQn2eiJ$b3iHWf3iqT1s8=Y!V=fPPr8CF;RA5DU2?FY0Nh
z$!?H=28v|Fpim9EVCNv{a|q4xW_lo~h-J2F@QR9!VrwVk5Oj8uan;KP!)ITxj)jKS
z0O}lBhCmf9mWrk2sPU$}DO5=2FbV=2{p#eT80r&NYyz+Vz0u2^>N|%~aQ(T>1+I@h
zj;LFx*7A7+4lnnsD<T<{5!gUuAoR}*EF`+4le`qmB=nDjZcFJbImjSkeMdza!mEfi
zEf-b|RKHOsf&Fw&;JN9*9I%-SCiX$Y-G>wgU@vV)e(Jou$3f>U-xLFTKI`-<9*k=)
z&!$=S?QKRtlXVr}Xu6kP<-Rjw(1i4O`fnchw6W^}nNn*O+sVM129g^OZ8t$|d%K}q
zZY#@iqfZLmtq>T_4@Q(#lau;q(Ub{Fh}?giD_Km0w@2}y?uQ9NCQnH_D7Ha7o+1B{
z%LVl)BL$tTQ|nKaA4Bh^o1t6{JXK2mRMwCVsQlGBro5txdt1k}(L>#<{-wf?DVJ`@
zfOALvM#AtR0rL1~CmEz<)y_SOoV4#O$IrF*$(@bRKpKR1kD<%b8}H6cI+^i8+-`2M
z#JgS3cp}naxrkKSx>~;=Jwpu9p?iK5=e8Cqm8@VT_Wf76#QE5-<%Ezg*Ld}kVUT~-
zx`Y{;32=;{3BOO1UdKme`!S2j-a7P`UO8c|zAx1(m{1ez5QLVRMdQ>i9#}+1N>kUh
zP>=^K3C9SF6^wiXFd-OW10g5)GpZ>FVWR(B`d~#VpzV!Bl<kqeCIhg_(}|6GEsN0{
z<-iaI&{q8hrF2?Nx!=@YG(n=O$W}`w>kr5aNrOO&|HW%J>@UU9sjS4Q;9<sA;X$5i
z&b^${YmWRtw>~*<|6dpz|08GoKa33yCf5I#vBCC#VQjGfe_?E}v;Y6f*wBN_ML*sR
zptz1l5-Lr?L`D7F41zU|(WLsl7QMZ_9Zk|lVQj+DRw)@pLcAF4>f!;I`}mr%ow>fe
zyu7}gz1*Ib=seH!%D?&K#;$IRA&N|n6+@$|r{b_*_8Rkx=R7XPyY~BhYb5l2`kUH+
zLa(Ri#hOxks>J}uVSNMxLL3-LHfkVWv+CT<hs1Xk?Ni|60o?l2Yc@(9PQ=VQm>5T<
zy=E?-v8O~z-g($A8fB11?6SOv5Sr6%7g89Btg4zUG@NzKc8(Sp3WN0=w8O4i&%$71
zM>S_b<-Kt4-$Rf3ew;2=LHM3kRZ&G(;m%905$dSD%AmnFD!UjOc>#oojL0T`|7+j0
zyERkj6EM><bA4wovzAE%OCIbjwjA9(BhKlE3#ez1A(Bonfa8#MgFp~QBL{WkdBJm^
z+w5mpL(2;2t!iqbVTiZYVtG;s`KgTl2ZI%s;DBaarb?Xjz6C`d6<FHyWKX&Mc%KkM
zVk)XZLo0_1HmzF!{!!tP-*x>M<hSwLSowumL2g4-axr(W_%@0@EB8HTKVKOSR4CNg
zgui90X!k9_pUb91N}{ET6Jwp%VQ9^V0k_5Cr8fDr=dcl3LDOQ0oPbsN)gVu}CKZ>V
zW==*piaKSy_J!|ZKj9Rc42(q5Oii?1Nkjg}^9W<?W~0siQd%TAN%U+0g2lw6dieU&
z8*xxf?ErsrB<HSv2<sZ#nEZEeS*x(JRA?&OKfn8J!dWJ2*rOyGmD_nt1<&KzW~9pn
zGMXJUVKOQ7;?0GZ|KeixHu0bLL`7;E55;H<8Z9Ez&JxpR4P?C`$mySdeJ{QIWETXu
znYDH{dF{MfNZ@bu8a;*yavOTdh)X_J-eGyL#d~lcziGJw=*5_o-`+uMrk#~KP|r{!
zi$u?u_M$Z?YS{-s-A$B}pI8OFJ=gpR{$<u1CMK!UBwv3yaud+p@Em-Zxo(mj0Lvc^
zg}ajNZ-ZM4AmCHjTDETPHGbIC_Nb`;WPeQXRa~!d7lS3`UdW0s_GDWoSJxtSd9X~-
zVNO7@+;q~}FUYt=IJVD`qL5O|xC?kZii#KnsTxby*_8Kr&lKg6rjl7Cj_9LAvVp8V
z93*If(|hM)oa6Shv)zwD(Rk95_2Z6|`bMY_{upsJLj4koYCGB-n_F)#dz*d>A^W~Y
z)n9VHJ?ngQu^thvsQ%Pq296t}7PNUCl6!0Q>Zje!x2bGgPJ^4t=l>bzfqIFRtV?uu
zG3JPOutv+^_St=A?TjU{RC@hD6dtZU?09oznsf<e2qAp6Cm$4vtK^jF_unhcrx+$y
zKB(L{dfE#%1!>(3Gq8^@7TX7CM-18Nm;Af>PbqWh%IAA302>IPQeo11`uo@7dTZ^K
z83q4FN@~((PYNblk0Ba3#Kj$^F_}fa?=o_z^qT>z_YN5q(7OnOJ8$0aw7xSFCqaWG
zZS25^YkAK3S@I;RgWl)ck3!oxcxOXi<;S*lc<&SgLs3PYRg-f&GQl@_{s%&f0gPVC
zD?r83D&TjK*uG9YatW16cx5C{F^TP=U!8vd^PniR*K9Cyoj^z09e$!dJY|NduL^+v
zYSv)R2)&Ptt-%z(0W1$BEc05o@qzphfwdPF;5Tc7b*Wo`^eQTQRsp~Sr|+geSjO$A
zWNRQpkZn{a&Yf3)-ORgN#4n~;PAkQ*Y1aR>v$@BWDC<i`Ayq<@+9<E$)jDL5C{o5{
zWeeAhgCXC>=XB)Slu-%w_fP)!mK7hur(~ZbMf?q2b9n*DY;wRNC%QcW^yE|ss`FyY
zPp?4AwlJ%xrr*g!g*(SI4rpl9-7{KB!KpQS!4m&SbcUm(M?DM|s(Z)Yc3B`S2gZSy
z$=o_|<r3L9h2o(7p*OohgALH;Ric~I8$)itM~;;zjn!{3HPQc^O>SQ-+(4#fkBkW?
zt~thO+{KNBOS|~0_873H%{JxLzq+Oky1~%l_4Qs2)SguYBLiFnP2FF)4S^-iBbNSw
zFQjVKH`qz?ZT#;zq$@R(OvB$#(@u6)s$ga3rr8u(Uk;$uGYRlT6<mKc%>wWh3uD@N
ze!!i-sl%mvK8I0xk{n4Oq=?<0tXVE@@u+8RIFQoJHNa2a$x^PCE<8@_(LrnyQ~pUI
zBiV{`2->z>d_bIvMzMb<(k}ZtpDK1d*{T;_&G&BPKOTH$x;9<r?Qbr~3sP}DvwIW0
zzz65%A84~1G<if~yp)_cnv3$Dd!1t)Ww58^3H;(&LNS(!ztG$Tpk1YTlJ~up&XbxF
zWZ}2T)@ts2twfccVkb#m^mP;?-{GZ@9y`u~=z*1a-HPA;(#P`-z0bystm^370Y(18
zG2wa8=WImWZXTJC^3^nL%PE541Kx5Fl6;(P8Cf+Gk1MtyB~4y-F5By2z|xr3;A+eY
z#bWcrN-bPqhXF_TdpN}@V?uW$_xU+MFp@Z5^~+Ju0L{S2c*@hwDvzk~-65HTt=A_q
z&DLUeL~4_Dw_>`VMmcWP-&csEOD4{UC!HAd`R33Y!=Nu95@Tw>bdAZW>8b&ls(K2=
z1gqDV<i7^kvTAe-PqSppIno5hr>vqhfxnt!3Gm__&ZqEwg_9WKqJz5%NQJ5dKvMHx
z>n#HzbMVzf5?3rv+c+Pd8-wwsm~P!y$gq5D&a8(uA+k|v&}gHF@75Wf^hW(=uhz+3
zYiyPx1QXkX(uMza6=yq9$A5qI`O#X#%3Io+t{m8)*;Bf~HXa0G04e?P-uA?f#mTjH
z|MI#4#C3>|WZVpBw0Lsr-(}F@#B>YHQtvhgrRU6y%7uJrK5l*IC)+TT>?+$*-XEcI
z9Zhu<wEfQVntVJ)n#I)=^4WwREc*~)@wbetRqr9WOJHwg+%OCM4fn{x9VxSf2w|IN
znW8_@qP%U~`!g62iJHe6arM@EGNi+%E2}8>yYMD&CD=v%;<`fHpe5-blneKyqN)x5
z?bg-OluWn1C5LWWZH5imLC^*7@2!6cP2M&ggf<l4s#w#iC%!NPe?A5uY6!&^THi09
z5DdelWs$><qRVb;lC!&V1KodiMzddrA8vpMf>;q3;V0gW_hUCS7P?v021D3?rqZ-`
z`>xc~k*c2XW<rU5>dQFz^>;s1GG=nFruUGnd54vnZvW7{_1Pzg3ciqy|BV%UT^SNx
zSkiW(rIo;%7M^74YDLnz?u6BQMZE?^abvp;#M6<4ib7ZQTgr}rB2h0&N<p#s-#=38
zGDn&6<ZEP7LMCvbC`HV$0u>)Elq?&@;sywR49UicE}NNtQKff&<buY$QNSS&ENxd?
zpURb)5CY3~;Bl(&t1$hAg80xSgTtWh4JOq<>|}pU+7gE}pXthsB>$(^=Eg`AXlndi
zvAq1Wdx0R|Vm;00koI)2WQW~rc9LQ^=cKY+bj-odu|Z;LlMM=m%pl}CT~}9;O|8jN
zlnEU1u{i|R!@mdXD0U>YjqjAEGAgK2)$cf?a4Gyg?N%hMt5?J$YyV<(GFYLTZoN5i
zaVa8Rxc-{ocUC!b1Fr0}pHtfNWGdza{fB3E$$yKhb9|PpF-5^-ViYQEw{%m%s@K6{
zrl0k|B%JDECIc$tnB}96ApLd;i^z)PL~Pt`bEo6$ropMn;0*Mpv{1~T5bMiF61r`i
zZF5KB)ji{<$H+vxv^z~|S2BeRi8gN9L(v3A*=rjM;zph;C)H%5n&{Gg)b-(qZ2?*+
zuyh0gBrp4f?5$j}RBigXt<2<bNoxjSyILmw<g`TiZDi^mY_N1T@qe<QY@>QJGIG((
zgf@0s^B{2;hEc;mZr`)18YC|vkQ0LwrTM#sYAuAw8XgU#uZNitt$!t9Oj?}MR%W`2
z?UUN<oN+qlutg9xd`imUQ@m7ql{h(n2S*2C=<P>D&_#xBMk|pu)Npr=YH9Wfsu(F?
z${8&7q@N^eQ6X$aU{#~vxSAjWG`p1I&>b+-`js9c>mVVoe-ky}cZ6zKeLjh^Tl0pW
zTKF~x%I;UJR5m(AAmlWgwq3o5KO4n0HT3KyRSIV=w6M2w1`43Eu+RpKHZ&mA34u*H
z{8Gj!ypBn%!A=Ysa4r%Co1$lzFw`3Pvs9xIGb9nJ$=m=IWcDN01IG?x9V-(_)8*BE
z_Ai~l+Ura@7I~s(yFFZ{(gX3$JGNYY$4KnBKRrxb2LLn^gi>Hr?*MD@yTvW=?902d
z+fAEs33O6qu6iQ<w@+&{P5XLOF!(g8XXgbqySaHwJRvNIbU!RyW;%9aNPquy<68L`
zKpPu>v;TN-ajK-bT|aS<nfdM_a#vn%SW``PG(2VCPyvFLB03FGgPDS2`g}Msc>(!j
zxDFuq*PoaM^Yf-Myu5L^&+v$FI;wCC7`owVNyE<iC7b8110<So1*iQfEMS@9$8)cT
z_tYJUoB{qjqKRS=cDmoZyYz8EJB^(+&stoKu;AOxKDayQYZJ4;oI&eKQf1&?A(WpL
zva~Po=$sU-oO(&atab${Xl3`ER2<sKlLCRBhr-6Cu<hmITO(q1G{x}X)P$q~Wj7(}
zRimT|i&PtozT+zQ(-|;Hq7~~bHliUk<(=*b@lA*tK|`)h6isop)LV|n032bPL0|u~
z`5)vxvKV7rngYem2Sh+%uv!b+hRrVwoLt2rdI5PibS3Jfw|uCCjz91gMsjfdC7}X@
z7i>Pw<jv{^irNqNi}d)bof}e`pvtqAF&ziCDab}GS6J55n2AMeBOzoBx5_i0D51Of
z<8X=2uEYJ*7#y2ohd*pcq;~Y0K?5wVd}jVVTG>vpEZxMt4PZ7K6Bx~lgdRf)lLkmy
ziI6m84VP?rECSz`D$(ZtQBTs0bu^Vtu-Av7k&j~_&54j&jlm8TcbZkM-TOz%Y!C1U
zrLO;2TAjQoG)jpU-R;H{P2`8*q*?XLQU>k?VYA=N+*NSd1_TXGE7`^t0V%JjX#sX^
z>vFht+P$!>0Y3o~(?4Pt$%k_!7kS~}e?B9jrdn;?3OH2*n=Yj7IpGpavfN(7TTb2-
zQDthdGl}F|j|FLdQu*?sm557fn{=q^N&}IdV3|~lywAnT%uh1b+1&%@*~=tOt!J2H
zse^*o>a0KOnWm{BX;N`r-zm^E^XoOVRW(dE?b~2&RrY@QFCdAu6-qX%?9ZjH7?#f3
z5I+mr?7S(kJSc4SwX~Qg^*We@{e9ZmToa-~q*}aGe=SUeTrZR}m)jNmG3q<%NM6h~
zGg72cRsAODW;ZAn?))>QvwAT5>o-x<W$=n`uhB`r3{{bXl;IO*IZPW3Aqk`WdQP}I
z=jHEgnY7Hp0{>t>-e6=)A~;?lFDmj{E%O)3zsPy@RW60ll0h=r2Ds6*Z73o^6*p2g
z`ijEZ&ExK}ziX*J-JW@M1>YFEw3pjMC2OuqF)b<okz+4>PDU<DQ3KXJq*`-S{ev6E
z0ad{{pE%aj&xRo@z9;7Y-tL?yRB=+*QK}8AALQh`x&Lc46|qz0r!f_J)(pxD&?o`F
zN!2GWW``I4g2Y4%{<m_uX!=Hu=czfX_8LVD-!ul-S7d&pn9}4{maI%cNj(Y|Anf^<
zweoBudwwhzislh<+tPC8B_q6^Yu&gy7-_m;9tS>a++E~&H$rLsyaBBCZTv^l=DSHx
z>eec%H(yZHwa(41X`NOJasW=osuUdVDnl!yK+;CvSCLvZUL+zJf~5H2XXM8#68$yv
zEvTp?8Iu96+A};e(Orz%at0<m=3<JbAb9bEq3T!1iD-5o)3k{^JO&&leqWfzg|F@5
z9xHJcVvLE%F=4X}09#pH^enr|(1|l4nDO}0L~SzxINyFqVwMUKy)1kFC_<J!Y%3W;
z`-}||x*}pODsGS--9#hN!&t=4wY#LXUWe;J$ezjT+suwspP<j$wo^gsilsTIN}Xq`
ztNFg4Y4k`H#jmC}in>k%(SO)UkF8C&0|Qiw=b16{iwo_JEu8#Qe}RO1Hou1b<<1dd
zq7-72@02|5Uq$4$bIY6<A_VG8C2G+ZJnjfYHmsDBaPe*Px(7oc*r0~rjpVo~J(T|E
z8eYMSd{Bg0#83g;>#4FQC+80sNy}KuO3(YNAvCYlP`*-e;qBk`dYmG#<l^4>m`1)|
zdCFFUqFsn#$iP)js%h*sgFGJei(2WG7z{bBVDxhM6`%-$WA=G1i_0ALY&9Ps`-gl#
z_DD@nXPIA?#AO7|cZRZt;_uZeL9lEPxw|m}jR>nUMw&wxJ|FanaFg2B=#vVX7F8Xm
zF(m57=8yRDz&9V=0DB8$(X~K%Urli%GFVIUAK`<xq0_5bZ$EgW|K<bHkhyATKTn7P
z=;Bi}YeHD6UuyORdbkG4H#Nmk)&&(gMxAB@Y{%r+Q|<OK^p=O4XtS80*^RJe+i`yi
z%?$f#h1R^ogw)afL;my248{oy&?a<(kGGWWjC8kr|1>vRPeU*)3ar2pmzwksdLop*
zbT)aOfOts_fkhI6L|ixF<sw?e#Fyex`<6EpNJC)N92sV@x#z}MRb+st0ica^1pu^^
zULP*g9~Bo~Tg)$E>yA=OaosbV!MQT+>s1kdj8X#qwUTj6W#W$IWv2Al{Pd9B#o{G{
zC=0z;1ve44rcL+fKmpu_K}!2p8HVr3kW!zJC_;&Ro0N7vaAD&FMW^B_lDhlNc*DLZ
z3^?L~=CuOEKl>;9gQmiksIi@*Lz-d{u4$BN{K>6)zt}G+qDbt2WAIZHin0$MVZ1SA
z&R^w9|Bi<<AB2eVlRT)}kkhwTP*<G#gX6=~OLPcE2PeQW5)Hp4q{i#bg(3S|Yk~3=
zG0qk$UO%MsP}|!OY-;YVtS=eV(PUNuRM#M2byzocXO)ctT=9>h@mx_lf4_w15+*VY
z;T-O445UzJA@T1D#UUfAx{d+3NQd=9D1dh<ohM-iRf|sj;K=ADZI#V?-=(yVw@FBp
zYd89L05QBXI0nmLUUb(u%}<-jt+=dlyHL6|okuh4W%Z{>+f#rS8U{$@5dM&&4u@gT
zO3$Gx%QgcKi{rP5kZlu85mk3nzikVC93e{MSve{8_4CEX=v9b>(zdML-CUB^Fct!Z
ztIb}EInMc{&MV^3_);+r&5u|OD{Vlr@J<P}+mI)OM+eaE8L_`13m|DP|57^BExW5<
zWB#Kmc6{16_@{eY3GG4)E`Zxq=(<q&3i;)?vH&JN3e!&!(dYEj(+pm{bX(1tuZYfX
zhO{+Jp*`oAf25%Y(J~F=HE-QV0;=_Jn1EvKe`&s)KJ+-~Z~+Oe+ldH78S|3-a(`Fc
z5Qi!Cgu{-yF5K=3`%o*9n9(*NiQb|K@~5p;`BgiZ9OSs7abWn(iaHK3X(hinEs5Wd
ze}n~H0(C9TnmhW+^zus4Qn+{5(t8VJt&3R;z6`<y@SBL*6^nvl?fA>J+tW@VBVi{l
z85|2YZ|lhsaS$1`Qhs<31VZV;2m#j9*NtElt}&=?JYD{V{LD#Dg6%{9J#E-Gsj61&
zq(PIjmR&|keZt8ZwAulubPVn@B7z>Mf2joE!=a+0MjCgl>r<Fb#djiWZs~k?T61=C
z#{!c=#y!^-GZn06E7$OF###a5iphIskuA%<*&QOr7f7jjwqrXFvQ_K@7}2y^#`4Ao
zdO$6qppv=`{^V(335}B{BEkL9tIRwl2QPMI_186gwNGz8nLEEF{AHFJpR-1bEh{N3
zE6x5>-LoC;nZq2df054cn}GugqQ=rj<U(4#Py|J$!T~t()=Zg+RC2*B&R)hQBGQPw
zBRa)kfq#6By{PI;Au+QiUhrhk&IOr>qX@#62HglIDgFxuKuX<YkTH>IgpSaC9jDgd
za)&ex!R7%Uwj~W`oP`}JDIMhp(sU1cp+hi(@Yk!KE(fRBs|cQ#+Sd~JRA?-wqB;R(
z^7K|AL*e3iGl2O!n!8(Q;sE$UR_}g()fvry;^**`J)e6ethtx&;+Jq}Zo}j;sDi5r
z5{ML!rUXCztgt~z%ht!gF3D3M&wY<q5bO-}=3#?j^4d)=-~4drKRi5w;q2dhdKGmi
zz$jg5`f7=7qF}#*v6&0}ge@z+xWwe`;pIh}!bgApnBd`9L=b?Ky$=`7oafPOTroN3
zHnY`)7qzh|uhYXAum5`UGZd!$sDq6X-o!AC+<b8gNgb#eqNzdTzZ4YyP|UXY>*9BJ
zBKN-gc9)Bo<&uNJKOMl5y)6s5XPdR`H5pmzTRe2LAhJ<o41*6vCiqYDFo1wd3WA%6
zy51gH;f$D(k>$lQs{@lI<UKTgxMl&G!ZjOpR$%ZYJC%h8o{YpeR0VZ#(b&wqlIY%j
z)F^hj+mK}eOEt2&1E17V`a9%g8*zBLu%=OX|1*U;H(&;(KMQ5@PkjQWcS%ot+XbsI
zr11>v3^vcc#~xXgIVJe8xz2w5o1AEKekGAEQS*BV0>xwHu52a3;2P?+ke#DW{R9L?
z8m$G(iWmNLgS>mYY6I10F$yhLAhHmhg#(G4rLac;J8@C0->*S9483(46~mNCji(6A
z7lSrI;;Sy}cA(fnX$^(_Do_F1Zo&PslEyqD8$=|9_YRt02zttD-!Dk9+d`BUy_UZA
ze;Z_Vku*V>?O%%rLlf67Es#P-zUNxzNf4qYTnG@!Xbk3~)Oxb{q?jGeQllQ$GgGHz
z-vSUb=ie%&q5@a!{nb}d!k)`btMAUiKK{be;2JEXsKvTCd?*wHBkaZ1`k^1LxhL3x
zQ1`E4L*cQHiBPKTydHnt0)vFF6A%nNoqjx8Lg;F}c=#UikFW!2d&eX#lN4CKBT}IA
z8jYcr!BOkiZb(>^Ar=?J8#-|ohnuftv<mahaGWrL7zmvWqbR+*>3$sxC3F7`Dtao-
z@ht0oU3@EnT}5^jgq|Ee79sZPG61V*Y%P2XTgy4ykET#;+j2Lr#B})H0(6NAW|xYp
z;&VwKnHkideL%^f(w4&VIY3Ypip45qCyqd&X%*dbiTq_Ig2;0<qkmvr1caNN!lCO*
zoOHzXz>(+snh2wPpra_g(o?Brhg(y9a))<)a;>S<sKQ9yY=#xv)j5I!Hmq16Dd-4~
z0DvLz!c*i<t3@%O??~Xjd~Mm9fP)^RPgAJH;zn}$4-Q+QRBZa|Of&sK@4h2(Ql5m}
ztx7R}6sqDJy4n2hx;x%*+);6#@%=xm2kfE&T{z#|zIe8xdY+GBSmH@50%O#bc5%^M
zf&`_v57RjhfNLHo6(_#C=`6g5p>Qt+uB>GP;|XWfwyapwiv+a;53l9MweW}Af@9dU
zr6VsmBHr_3gy#vn*kGroxf?2h#(!@i{+WjmjSD27ugjM(JTA3Ds`+hY9Px#cE{ccn
z*%9d-yoJ!TC-dwhp?d%t|H!tHSqN2rV|w+?GeO*&jQM#UM3APn+WQ0%CvxOUrX$#=
z*R0I>s+8!tP>3R5;?pVI=6dBQ=wkbl_+q--J=dyWZb5#Wr2DKQ5WN_bt1;l>(7Y=-
zBzvZbeTIhND1)P=v2}?{i4NidC4OM0I*|xHkk%gu2XIfEt$n)88M6{=ae{{>+*t5b
zz|?d9v`0C5(=<-RMm}0tZdAz|@m2IRfXP+zc-N4M`dB8}j78P39+e81QkT_s4@odT
zM<vN;`d>Hm72g}sMl&WIvvUM>YZ{v&<H=U8VE{y-Vy(Lycv83$N1@^JIJ%|w$DtVE
zva^7C>wg=v?8DUbt@^EVQ_Mn)Q%m1|>tlG>-W621@!L>?{E!k)b*-TKwpqC52pVHC
zw98)xQkH`#uGrJvKgkUmI$NV4uKgZ2OyEC7tL@oHn*`7dAGccPQ<6UY{1mjMDHAiF
zd>h3PWCc-zP;38K$7l>p8p087ySB!*j!@B!zij*!R+dpySRsbOA+Z}yDj%2$uoIE$
zMF+fbnB?wWLNVdbR@}*DkU>-6H2$(kBCih+@R^EZ^?%&A%3Y#ILm^f?v+Ah**4U#=
zA-M>_d=`9^!uHU$5AH*wytsx?r@_h@e=}eLlGjBlE51o=^06<=Z@V?uU3umbWj6L5
zap|1K&@Ya8vr+?hAY{+R%T&ca=JaAlLPf{PvfKXH7_UpAWR_@+2}jaE5X<Ro^0kZ{
zBMUMWAr+)hv>XqSFcVL*)f|;*{e5G$g52(ISGa;Y6r^tADZRHc%Gv%b5`IOo=a_af
ziT<k~iSDg#qwVG}-o8+YF<j*=W6R1zL}Vg5rN|WYk0zqH7TORLfZGxJ4m-0|O(l0l
z_DnZEDIxpLK(nsw2N7x@k(7d{s#vvDS#8vMM!qYwuL0Z)K`Row=yoee0;>92fX*9z
zqei6v8nA|xLjo(Xq(F=Xo@+m3I`w&TLK!mL6$e0uqj%Cb4D0L284Pv(Hh&=T^+TIn
zQ@?=EX+%W@MmsWECFJY4d$9+OGGlr@1{v=)e^h?48J3*?v?7b?C^Q6TlYwI<Q?OMS
z>~H$O8?U3U?Gp+38XJopk2PPXtqX+(HhpG=v_<#yiTr92GE_aH50^JrXaF-_d?&5b
zz$k038gXA$BtElUF>W)GS$Na8EvTuXITCs|)08<}#(Uv9S!`!LpmSyM2?2D$`-ZPt
zEonV%r$br@qjh80U(Iwk=V_3POP!`|uO+PuLJDTNCZp;#9I6pAv`vzqx1qb<BZ8y#
z48mv53q42zvON@wvJ#1+c86>_DiKA=AQiP1g7YxdA{OP`d<8C<W9DdvW!igugNwck
zwXHrayV#eaM8-57!fAS9rrU5Nu6mzx;A(*mJi=^X@`&dLRFUZ+Zmq1&&1~QR$Cyu#
z5a@vl%k8)w$*v@D3NedP)@f4@OS-km<<3&vA=|X1Y6`%fwlvwkJ-kY*R2DBc>}Y)7
zoIH0&+Z_a{(^9eZx@n6)RKLA6J^!PvR6P0cclq;ctzQD26JB3j9;JgIYc_F=uE|GN
z86zxU6UX<cgR5g>{TfqD^3wr0gtc%!4)`Yn{WRFA2UZ7q%t(B;=|6hh0<s35Z6UFJ
z##B~yLat;jaL8XEVFlRHZ99XIvS)CR*P7pQLCt%ppm!<6Q@DzqyBMnI-$b+~d=)2}
zRp_n$^I%Keja643V1Nya&Ui*gv7i{`^kzSV(<aa~=xsqUAqWpH9?!HKmqTAlBe`SN
zoKW&aKGBYm`M>e}uM%)MfmDs{XBxUH7?6$d7?*5^3uq?-Icn0y$hB?2lqL#d1*2?n
zKRO$z5_*@0aD<RcI*UxHN_MBlTZJ+g4}lQ0mAqrK&b|jww>=b5ORfOuea|hz*_vd}
zFynATYX2HzSXnTrq~pkcOM2KzHcBA9wTM*LY8V#fx0inbe)x6z9Z6|n=+*y8QtPhJ
zHMe5oj1%B&MvN=!!;9*aPI$4awtn%GiHIJ=4uqByomVNYqo&$L7N#K*tSz8AmWP2-
zcPUSiXUWU>_+180T15O2(ihSdw~Nt~%pT&%(_x|@i*!2$iSs6GBYaK#TTC+9FZ;?8
zP@1>^L+lv_*015BNb-`Tbj%Nhk)5lNjUEk*5Fnb89xXQ2vYtEG92Xt~vL)@WT&=EA
zH|4lJsOmhy#IyL4KrsHrerXg9*+VM5f*Q$ND5B>A!{0Zd*r&PwMDf5ShoXlfLN)JT
zXpqT-!zA4YhwRPVv4fj#rcrdN@7uFfJ<Rp3oxxOH?OfI@R!J+#GT_5D?%ZR7eIvna
z+95eCF4<|h0Tk(r9KSsPi%U$cxo7U+vzO+=RCPxQm|U%$P?w)B$W)>uDFc({F8u#>
znifVE8w%G~@$z_+9RS-=n23l2N&~%h^WUR}!#w%8@_Y3~pNUsj+s#52X*sg{Txkc-
zP7*mc-)d<;gTQ)XS3>}=9}}0!s+B}S!2xTdANy%VtEzV)S{aWti9_{acQZ<tGq@Z?
zDHYy7EI|d@^@NJ%SnGmeLwuOXkGuy`<`sn}tIIXM;@os+?~^BBA0&Ls6S$PFL3MU-
z29~WeSllc;yGTHaNZc-kCvP7~cAup$e)F0$T}u6}56(pfl4QC{^ZNX2PwlYgCT}B2
zv&&VHFsed<$1UfjdSZErsJn{0F>X`Q1>PpS614em&2iVd$$s?VnwQT8l4c{TLSc$@
zGYOxmP}66&v~lw*j`d9&jBhA_`>o<flu)E|S#QSQ2fPooZf$dmvM@Nm_m^>f7UHI>
z6x8^*c1l`Y0a3%3vVg+1X^Z~i0a<)wazfY1NW$okz+?*$ioXuso@WjKt&bV*pI*AS
zz|y;{<C<@hIWY`xdcE4MVVR{<*0VCN+F0v^^CDr{@xKi^sCm5Tei}wPn`j1b{dq|W
z%s7qtwxl|>a+<`%$f?QS{~$23Igp3#rP!)O_XVH%@l&W{W?xJ%^{D<qYAJ3u@ghi$
z6VS5YCGXRY=E|?_&{B{!sb9F!B-yR{$sYbJ8R^uvWO(ukCJYt4XqHU*ZOPn9bJZT;
z7T|@|bNyF+qC(;Weasz?@o!q*jez!3Yc!rFvedXQc8C#KY%^Dgrew1bkv8%$bj5K<
z<=3(QxGj_IM*)kw*1x%`PpZ*;TJ)bmpR+1|OR9~NXbcY3u+hw)tzp0cJ&fDWikh26
z(Ru%bso1GacFN5<_2mTIeoecppWE66pGT!BiVf-CqT6LkZ{v8<A5(I|shZ=Za}6SQ
zmX#7g7P}+%dG<b~Oy^8IP192Cj%)&^B4|<MR5>BbCWJEQHY{95SrS^ffLM%5B@qa!
z*OCE94DDB!AvlZ{M@S4~;R3d~bB-FU2^gp9qnn~uhvb&x`xG3!<9n-vl!9a2<yWB9
zTA_AoCvSGqRfr#=T=wwLsAv`~deUBMA{ZBCt7)EYUP*!NC%bCS-TM!!^h8CthEq<l
z%fu=K#kO2*bI3s2qk!&NMpC=(AV3v{$6m@6p_od8Z^hJWu!d#<OZXP<UCH#WXaCO$
z%s2x}<cv@`(8Aq37;XW#uEwfG-3S<?Xt3Fn{U){&G{RbYVu$cL-bAimOlW0p@HkLN
z98GZK*>gS9@LFMuSP{3@c6wMs(ymOjqD}ELF+YV`A;sER*#ws$lMPVL&rE6CY?SPu
z?ESgwbJb*OQGQUEk9kxr(r5d1w>p*O-FRCYGXn2foxjHuwK&o3njvGR>!#Rv!rvbM
z4kt+;rlnKE>8+HU91+A`wezcA2_92zB-vDOk56c>$m6)oIMsJI>{EXxqtLF498*|S
zqKN(RwPV~`6{)WY4Wv<hBOKA}iK!cXF{4xY^5yXcJ0!?gDtNvfu#0Us$i|_i+F~IB
zzH}t|Qdcb9bbUGDDYSWBCr?N?oY>o5|Hrh(lk7<Ab9w~d6axbE|FHK~L2*T0w<y*~
z<Iq5WV8I#*7J|DwjYDvE2p-(sH4v<EclY4#ZXvi!aOd)!TlYNuFX!dfty|wqS9SN^
zReP<y)*N$98RIJW?hc#M{*S$J6l57b^7iPlw30%-wl`ud<A{HTYHbZ4ftu&N|A6mh
zIbg|vr!P53d_SGH_R^P4B`C<+BH8b9d>B1C8;6I?XIxub=MX~w)*)=MsVFGSA!%}J
z;(?g|Pmsw*83y{7Tda}fgSe@h9BBUGD5bogUgPScB<iq|AgN`$MqZwzLW3W(Ps;kQ
zo{fJA1uJN_@~hN&xTZV>@Q1wzL4R|?61aZg9N)U5(Wc5~GTWxQl&P*6?4iH~_H|4q
zqM~3yQr1^Ydqx<-XE%*>8*Qm9EC!43sND;%^96uEzMXf&8>QeyPkwe9fix7MjdY+>
zI3i2F_s&nHtoQUaYkla==Al#Yq`K9Mpt3|H$SK=l0?dP_op3F}C#nXDBFlLj{2kh0
zCTH)c>W*^+1Hmm#rDErpZ?^(D7RLw}$2FR)GY2q^c`vJx#J^L{=&yw$ishf=g5HFg
zaF%bimTrVaBsfL7Pfq{92>a)zyyX5XAQ3_B!o$SShKsyu_&Tt1alQ5@gC74`sYu93
zre`}$WOP2i*P!u1pY3?pr}JxNhU68WQD6>2OBc(g+<UHg5^9U02&yb3^Vi3{R;e`|
z4=FO&7z$m{3#OsJmcvN~7c9@-Gp3!Uvcyi5(d#>q)0Z{5$L1zG>Vf~wGvGQuVpkGM
zLiwLb1A#3FwAsONNfE>3^q6?6kZ_D_@`W^0<muvGwE><Y=60jtz>)p)-$&K(_$qX3
zd@0q99?qZGUh#q=xM@_Q9v<yj+AZ+HWQ!N}zk)F=Q<hi}wOEsO)vedV8xBUMu_xUn
z)C8!4vG5UjOoOC$5ZIl}QIY8pAp%5x>j_l#TJYzqP@`%x53~_^0P4&`D@XaTvIa!y
zVdK<4N&D(}!2m0dC7BxzurCPr;1cr(xdL8A?S?2psH8osZ@}-x3&NNWL+>4ab*OW?
zIa3|Gls^ISCY?xpNcBQ389NpE3WkRWDed6WrvBOsiRYEj3Bch+u8`z(q0@_}M5$Rs
z)LM>4Q85lk<c@cJJ9=ytfYM#)?ot<u*+<`UxJ33^XYNy0ONQUDf8fA-ga^Hs0=Y(c
zc#xY-z$mrkfY~azdBR5Z;3>o7weNE%n#9bfZ<*nc5k+!cRvBh*NmDX`WVofmmi{sn
zfN>^K>}4zVhD=|QZ-kQGgE(;Dvim5W{^to3gym8!2(#fy&6p$oJhWUC@Qp8r4uL3m
zBZ?_})94EvLQ-QBV~7`A#N|F9ywg}|$pc`r@+zLFdhjnQi}ZdTDb>4078M=x5c*dD
zsq}$vI7M3o9oSa1^0yCJ`RH=Ws;^O4=-$+VMD}Aof?@n+OFOzrt!Gr9H%_p=N|`Wd
zb5NA~vxQ1yLmv;58^tWw`hW*o|B4&kB?E1zkI-WH^vU&_1PtK%i9waLy4q6dpi#Vl
zQ7J=hOx#4D5{xn5(KzY{G8s4@9XV1Q2?8^K*zAOh-X*?-!@t-i{o1f*+)0$NC^|oj
zHCE@0?fcW0GZ^_AEPdj8fo5+vNWaIEh?=~Cczfk+7EVLSQ%+0X(3zXMrL|R#@O_;n
z5A7bA92U~pej&(~r%9$_<k_3n<(R%Di6e7D9hV$P=s6g#XYn}3WBTU?DB~9yFkuD(
z_5vt{R%)D2nppB+z-45oh6Gx+x2~--p{$9)#=;X*@LNQZ0XdhVscS#<lu?3%2q(SO
zHaQ<J{=f#&z!pppCgyzj^z1xLa=N|Z(9<h(0^#!AyElx((V`7n7OCVP3WqIucCly(
z>1J}1%WqTOqz%?&P0A`Hm}DOZJ5>ttSk6Tyz<}ZiHzk);73f>@MKCF(y5M`!wPx`S
zJA_&r3p4vLoK2Jt{o>pOXZ~1w8)~!V)wde@TS}yHpa~=1QV`(~zY9(L(lI$56e|n*
z^nJda%y@f-Qh0Z<hK=>7YR;HYHzCnmlXr!BATl`fOxNz0k`EWDy0j-WF7l2SD|!1R
zr$?2)G+|?8#x?Y}>d_m=unzA$9{q`;vXWroZK-gdg@-^#H+!BJ8<u{x8ZU>S<+lE(
z(@t!>zxCsYnTjASq*b0}_9ptSfZ>CAn?8*dMb|7(Ja%=tI|}M3Rdk)NW8k(9pfJ9S
z;>}XWzX(fz5wTtCw=m$#vw8K>t<lLBN>>_}nXlf4l;P1*liAA5!yd6c=Vj4<$a^gu
z|9Y~Fz=4S+Zw73r(v%qWLxT#B=DkV<6M$J__!FW?Y{jGI`LKZjw<botNjQaCz1{!d
zf-&zxVYT;in~4!Xn+H{LUq(idc#4!fwlKxDNIRwJf1t&?1hw+%n#sS_&HG~&%*cqr
z2BW3;N|KuhAP;s6cUt)U3kP2kr76)XJOG|a*3382E7;%wy>+O_Z)0q4JUEdSTAJf`
zxaFri#&xoQOKMAHqB9Wh=M6l0{pAjP!(hLei)TUkFC+Q{9OG!94F9!V8G#<jBZj)|
z3k2r8VaEnts))){dZ7!Z3^`)hv=MXm&y7v>LqSxxPE_&r&3j}pfN8MGgoqjwfk?;D
zx2ht${3N=w*?@$jtCq%`K!al>5lza!&y{)0g8C6gdQ}&bSP^Hl<e)2a6!7Vprq#--
zj{x>{KLGL_=g3R#Qqr5cLlv(WheRoO-PR(sr^-kQcjgp1h7&7%U3^pVNlGUYfDacz
z*oYv)pLG<|{45aUST9_B2D>@a1@M8&gaOA9+M+x=Ja`9~KEo-&8Wj`Bp<_bXPi!eE
z4Q0u0+%Q2frGjE3cV6PaVc9%k^)rK>7&<lOsZJo~owxr@HnO2G%<lBpUzJ#p*E<{=
z@V%m^XZD;02+4z@re-QBmfU@5P#nZ#zfj*$5v1uJgir|cIy-Os%j%@|qlUAsF`2%*
zgD|cChw(r5JqIvQ)sCQQYDrJ+nLK2P^k(rJZ;(|qZNieuk5}{5C9e`KQVM~2wf=3v
zd!>A_#i@Yh5WpK0bNs#$oziUx15EXxd^IfTP1~9~<wI%3obyg)R;HT!uLNQsNQd!8
z;iW7)Ms&c<&Ui2BgWd@5xq1}Z+RB=zIUF%0ApULK?sZltd>vNeUNX4vPoqI_63&86
zLj~bavxO(|&8p^Ek_t+~gU@ggUR#QVhOWybr?p7HoqpGJX94-kNo8UZL*a5xV$GIl
zY3;Z4Vpigc01Vl+ZGNtVv*N#W&v@&(fm_r1lvtP7Qsg^5$KQ5fKwE;n-M*EmJwsA9
z<ZOjy<klonSxM8&v+iFlc6;$faQW4XyC8uR$UR{{kds0Po=v}9n8%W%`Y@SEpxi2n
zpKsTd+Qfw092nJM_d2_0gjqZ*wx>3{$EwM3+L%XZNFgfKB0LIL4Ew+EpAUP9vD}9M
zfpFIKQCHl%Ejq^!Ux!@u{fCB|;!~cj<RaAW-&k{Uf~ot>>c2CvAT31QmLMc8aEjx^
z(qi<B?IVI9pIljX0+n7-8xYUHwn7zq8p`%ii)7B=N4XpN<{}nCmy3E%RD_c8<3K8?
zjpsQqRmni+!49k3p1X#0n{cc%QJ{aWFeYHkPRN+<r81|^2pBsMYrxbxMyu%ZXBGHX
zI_D{e4QcfBBJm4gKCKgFU2B044u}xge+>D%b29RsT=Y~?r?@244WNc|e$uXxQI#}L
zUi<g_dW{AKK;Pr}ln4-{C8WL-7FB&`ZOnddoEsR91aqW?d>lIZ&^!I$D0Nbz)|Oes
zeX3Mn5qYR?sTlDQe3&5$H*#h?hUQ{AX17daw*3W1H*v`h3m7n$BX9Egk5p9T+`UPv
z7foOOn%vc~vyMs>Z(G02p*ocPV9;lq1^@evjR%v8g$oEh#+MG>9JPyFDhOZ9anMP9
zz(_?EEGFWfZ&8Yi!A3GWCZl-OrA>w#$fg@0^8AD-_SY?=KR+-8;QQCy%;IKca8u|i
z*TjG9OdLj}ODGyioKX)a?~~ZoCFgNEO^0AMcZVDQf|Dg$Xj*mdzg=CpuN>0Q>QyRe
zSYT%$fDB~X&%Y{?((kv|C3WImX^$48YTX(CPBA74VgPn!*Vrwy-$-Tpe#e<8TCbxG
zW<<e5jtZyWDk-8lReB&Rz_XFXf4)rg{VGey*f}hY*6E4W&CCMNg|;9<^BVR$7y6fa
zb@c0`)Gw=*_qR(ri<yn@5o~anBp;LeO}V=fA<3h+C>{T~#Zs1Vhiw_IOvtzLU-y@<
z(v08IR5uBFXhBU^s|MZf1msQ6XLi^b^;{Pbi?vruNU{fR874;j(M-Qg;Y<e}EDlr4
z3>Wsy#TI~wzcc~|W5jciL~K#u=>>yxWJGh7chJy}mBgfN-4Qx?MkzkK@x1k_InPxf
zn*0er%1#lf{;ZT#__KRnv_O<L+pYrH^2?pp8ID$yRk9#96##sRh~qhw1Xc}dO=#JO
zfN9eH(7;;#SB*veu9!3aAa=mz?38{l*3UOts6jawJYEHeEbftd`N3z9__O0Pp5&)h
zSV{+dn4C{x+MmCG@RG?!mo{630n1@mFziy`Xr{FA@X3llpGU4w2>DvA)8uOZHnm%Z
zqa@iRd}VZVSi{mHI~Zv~!lF-2cS7?jzAs#!<`xEQEFSEY%bB4wy&zpvX*=TN=^W@T
zvJPodK<iuJ)!lmMosiAej3Y!o;4Dx0jjRg?0daSS5wMamP2($tYg(L|axdnaLG9*P
zVBihXu)ESj{eb_t;@6D9J5gjxjY%XVljQPEDampq@dfzcVlp%;RVr6Ml;kfT7HYFC
zgWu{&5=|FwK7Syr?OF?92=*nKdRB##Sqxny5}Mu^XDS<v2u9N`P7M0J@`g&|lDwq-
zJEDi#tlS=dTzQ;3B=yotH$izqGt-lHj7tX;bS<Qcwjv^Q_zK!Z3FwZw`AwVp3INa_
z4GE%W=?0T(fm&@A$XzyuA>P!o=mb(Nfji3*d2|hPfz)AoW|t?|L><d8GV`*$#(jPn
zBA+GlWM9o;x(Gas-@%L|Qi8Q{{?`dKAi?1$Yf042!)&6Ni60TU=eOzuAZ)>TWY{UJ
z`0^zmcWh0bU*snI3W%KyvJ(ub`S+<K!ir2qJepAo-eP1~j>#B)(Op#epvXm@n?*>I
zg5YmumGB7?ghK#*zlKvl7^!$TjJZq%iCpWl0wbe$RvJ0Jcuz1;&`hmrK?vx)Q^%eV
z+3}6N)8h$>>=G2&u@M4;1TFVQXki8*0jKYKVUwSt4(WR)xqtWE#*x2vKN#gxMh%<I
z;Q3%PFo@o<*~|XS#XIKkk2@N&s@-@ZcZL}$MdHB+fTy~(Mx%A~-;RS8nW<uboq9bq
zCwh1k6SYdN#Q|vFlZz&9ZDS0q)DkJGucAtxH_MoOumx{LW@|IPZap1p<%%B-m!OOF
zHXlj&5~;p&lvB}8{W~j(=#fm!aP;4oqR>4;XU=T6g?#@btADkr-<^-_?m9f46_UsG
z#<Dhd;v7{{SPG&0Nk+)t`YA`6#B{het5h3LYImFZKmhEQo(az_!JDC8+@Bk(XGV#0
zX#xBW55d=K`w9k1$<^Tdf7Q1gz!V{wLqZ537~Ie`(Z%NG4+*afwEo&zOl?+|Z4|=7
zHSWnYh{g(j^%B?p@`*z6ei`k1x+me~2R<}Ohbx+Q*rG=&_7eZ{hWd$0p#Jw!?%|M}
zg?W`Y*^GODOM?e9x#_B@7Tw~+og5#~>{R7}8BXSbt_v0{wUp}Okhi4_GFBGL84o!i
zC?*H6YwmGj*L0PJ>|GMH1_C>T(=_im?{eioVd<0~uN3Nf8_Y^fM}C<S%k(gw<QmkC
zU+#;YNOTEb$05;F^IQxy{O*BDIR3LKj-a@xjAo7gErTz}cx`h8z^1G?eV<?($uEVF
z^te9(10h#ZxZ(RfZVAUY7*xw6C^_VU=S%-xwczJ;pcal#^cJ_vt&wLjF5%K7^3o}=
zso2ZPff6U|CY7QNW~5JrT%ABARsJ{d<)mYPU8qub@r!|D1^Li@Y6>ULQUen>xF@t*
ze972}A}O2e7W68OO^Fi~w>*mdOPr!kkR){Z5*sY(Wev`)u6+K($u&HR%|3c!+3Y`c
zYxOktQEFE|;3Z7387lZMe9~|nd5bwFMFwPgeEf-`ZUchr(&ZPBEdaFQVZ;iv+4%0X
z?l%qM%Zf61S5U>LyteLBO?9<%sVGGX8&P8#Qe5$D<`rs@?#FtgD~77Eo7|4}B7^TY
zLIHvdAD`d>nM7J@=f8dQG&x<F&cW3Kqkr9ncDJwCuu<`DYaAD>Wet}x{ZYzWkqfqv
z!M11lY&;jGzFv@=PZVD!fJz*jnsbE+5DN@5H2PL?+U+kyv`}q&v_^uQ!6lr1Rpa-n
zbJe8frZlYGnD1QK!89rsm}h4IN4`kEnScILLnmC$kp+ZT#@&+<w9q!td?unM$NEC`
zR6J`-XF-sjJ1{#eyk(gXf!_Hj;-m3XroW++>g?jpXDUu|sIzw;TH5@dm9lDBI}8=k
z`y>T1AUiCeFR3dOXGOqpVUv|I6v2T_#^7wYPyIM!D58+rf?Q_T*Ms<nK_HIP&jAAb
zO6D)H1%tC@L*<WFDZv+CVvCQzpg}YEh7o|?#dWb)@|CVvQ*5ow8kcT{%<gN_25RxE
zI{qsEM8vg#=6X552T3R?>a<_06uT)YX64~v3%tN1WFNv=$r;kmkr~ffH-xc>-cXkf
zXoamB*pB?A0D*;XDrEiLDWLG;zp$X!79E)JcOA`*pJQ>$@{>3%can=NevU*sD2NcL
zr;h|Ce~gX9%@za8+mTN9a<AD%H-GvSucf{QsXFhrNp3QGoUKwv)Q)P7p~9^#2r5jQ
zy}}l3jcrg0<tSx(m_XeXlgiokVZ%$w0?3Q<0|P3n?3luC2nb?}KRE9)Rf}U1z>U}$
zf2G86ya~+o2FPUAK??iFh7lm@I(nq49fNGIIBhs)&EbyRNjdBixPU)pKm^<Eiil=#
zaqd2eIx@Je%W^=ys=cVAN~nbQ<0}Xk42f%q2mQ26OZ2mY77X&usdN!BTBs5Yt7~|E
z(Q@8azQ&RM`*-k%sUC$w9c{qH*Xk_Orp8-La0mf$1+g47F5r2W6t<yd`LCJ?$&HnZ
zlbf&|%V^5?;%8K^KTmkzEIR&H_R^xwV7dvI5neN_*BR|^aNz!btkjr|*k|9n%fS$f
z>ivw9)mbXR%yirE4ix<BuR|kD@kR;@hj}T&yAly~F23DOkbqk2*ZefU+DT6qeZSmi
zPf8K9$d4$5nQ${6M7n&uh#+vrvAyj<dM4MSrq&A{06a4POfy7jz8Z&-StYW#&XK+r
zV&xe|?rginqqs;2YpM?iWZ&su%qvUO7lL)SaUR}qfcoV}p%{(CesQLv!iR#EDauJb
z1(E@Dj|?!=)pPKqMxWLzRA0SGaHO1ck-<+nSNX6>$G@I{Ni;txm<E!R&=_7ZksfZj
zS}<rU6Q?MOW%OfGJZXz$-fOt2l4>Ts{DE0}<7?EYa3iqTP{#JsH2W{ch>-C}*nTW!
z1%hX`;~iMgy;?t_FFA(e2yEz>%%%{JeqdG2iy7HH<}?xYzH2R28|gjk9#Xk^x0?0?
zFsY(a0!A$;7Ym}ku~b|il*H9ewSe2<V!P~TmFhStTfot1?%AcXsj-`jhz$YfCHb+P
zU($5K^@9}%0l+o>qc5vC)XdZ3W};XI-^BYl67f}qCAhEM*u;mab$8ckY%q&VqVeEH
zy0g=S9`@N_`Xz6gA8y`n{%SYF;?o>y|N90ZlZ|&*fAwL$Au|=?D-ATR<!`~_b*bPP
zU111{^w<9-l*SA9pzmYJ5B<2h7G)SM!IU_B%ISEwLs8<%w)(IxW-=c7$M@>mM9Shh
z+cEz1Ffrdq2(v-M!&JBm*PksE2k-(1oZC*}WNuJS0_-Oz2el0n$|7E^(WXtm7qu6U
z*d+)8g_XuUOTF}noA%zH)=)nkWI7QHCfz1D?*87`>Fu788^_*uh9R{`&5%#^TQY7p
zBB--<k6r1~(!JbUbo1}uALhx5Hh)X&KW}a!!-)H{@Luu3^wUO&II!BDz3W)A0V}|H
zJd0@152@I}x5pLO3Pgf1H*x$2qI+S%a!7cu@u_KiQ+FOzGnU9;-%O1S&Il19OV7Iz
zgb0z%`)#cBv<DI#fpxzsnK0)b>wf%9dol4}wlB4%eObL=ThxTjYAi_1!ykl^s7)8|
z0x-#$D2I@0>Tcg$*D)qEsgXUM{T5le`r2nEDwha}8nvy4j&UWT$KFLbZJ1y%M)(h&
zTE~5$-_|UW9H^l8#Tv&SuECt>8{y72RO(lOfsM>U!V~@52jx@b4Ycp9V3Em>S)>f9
zWQG?AxZv4IkzHRh|Cw<5ia|P{AKP0%gmS|;Pk^!r@jot9<@;Vg8T=PyW2fUApob-?
zT`XQMc*_ABD#zQa4|VqWaN1+k!x+8uOWQhZB@vD|{#29XrwyJDHwYTAU*Fc9Txq}7
zFEPvR=LmOMSsXJ_KRfb1K3y_Nq>2yX6ho@~4HfpvDkEzi9im3D0}s(7ihgiOM`F%j
zn)I^s{`vA!8wdM+$_BxXn2?R;#YN4$NW)P3=aQRWe4W#|3n%o5MooW0F{(37BD7@W
z*&r6b*LbijkET@Eoo%X3eMi3;tfcRh5p0K`R7vk&`0!vwdl>{E`evx-R=8EtN@CDY
z3sg3zn7ENSx-N;ae=QSk@|)YE{i!2zLUefu{BR?EiO3u^#?n=)OY(3sljfY-ej<;o
z-xB7z8U}e10;nVz;E&pCzZiF1Wg1OZYD^h$82NqmXX{58VWxdVO(Mx!O+W^*<v)j@
zne;%$^{5t@a}g*iQDDzJkpkba{uZzE-ACnkreq7C3;DA>j{bwv2q-6!ykYKbHb=d8
z9UVKDNE{8){r(9V#y^+ED@qZaCH~t5h#?)&1o_Y%06Wzw6BGR|XAOM)YiCi_p?~A?
zW5}ySMyeP3NOG$ywCptYN3jT;E&QMXinl+)8u85Yj>BM+gi~R%&4TY`vwy;(Gl*;X
zP!cLXW2Z;NN)Wc3e1H?$(RZ$&tig5)!uatlxk!IUCrBWalN+~@mlmX7CxUbQrY8?O
z^7sUHuW5t{-l{!*ksm(c(T`Yy3JC))bg^Ma+$5BSwtS_oBN38x^?I@T>45)EJ}bJF
zwBU0-#TTBawztqNkbWdbe2=*&WQr+ua<3)Xo$5oYJyG8ADee9J?|UxLM;Kw$_H`nt
zJ9ieSK-tLy)0HMO{t3VZms@#4O9SX0)6r7GMy+|@3+~iM@xyOI7?8zjE;6tGX|4^O
zyMjia=W||_KybZ(&bLU=NLVqF9Ke<kRR4f;5hKM9CV(1kl3Lro3^M$WRWwjJ!2x~f
z3GW0DRJ-ZhZXeA#UPzsiyYwuG9?0TXQ#dLufZP|r?7ob5<5g#eJ%1p{&w>jE!tN4B
zDWf-S76E`5kblzbw_Kspmt%fI4ahM|mn?_53X{6c#`$n$7fLt~m|tW$;qzX^oxRP#
zTy_+|?U_V7P`de*`TapXm|^<K@&HPp5&uRAh;Jqz_t`iUV^(8M^gVZCsxj~hcvkWQ
zCel7Ehw$-C=*<t#3*(*-51be}(pl4+o7??w5JCN1uvt?`jp>Gjo@#u82nfB;i^QQI
zz89y56vBahYD5QH7;c4yh4TFRZvbRRzp1gAAxX)L92dt|)X<MS0(jtAg*#@xx+Tq_
z3s0Q+j5#Hp_6H(;HS&WGBPzwXJF)DtLfn_c@3vs^K;(FK@}kO9Hzb_l)i5nHoFlat
zqIW4tw)>6pOI4MA7G40YDPti_{~#z~i;`lSIij4?BxqlY<kru=2Pj=9*voMoyCNz?
zcx_A%G0QmB2TBiEUTq@`H5AK!MfVr$1aQKFohDPBS?!fzl3BQBU>M_XK3G=18Z2Ud
zXnvHB_x5wF(j~O6ogpv;2x&Qenb&c=ssEE@0z<t5!-x&8o2b|(h`+i;=kG`#V+yQx
zM48*Ylh*!x31_KJJU=Z69TJVx7c+Z05V;&-Bx7Lw!P7*#A!o8)_Emt?@pM@Hr?s@y
z!w*j1e63vY<?s-*4C2TJ!M#RA?{>@0qpOM5bd$4z$o5;rsDD_Pyg&RhW+E|c!Lw?9
zv{<AFjv7V8mN_1{%6#GKy^aL&J9M-9G?tMbsi&Q>Whk458zCt|6TTYxoC5mngwhiw
zYREw{Af>DR5DVUK*TBvk4Fj(_lZ|XXk&hDzaii9>g@b~BYzhjfm&$SScCRo)(c^li
zt;HV;G-rU`-Br1PEtq61umyjrsi0F=V_oGn%$OiX7B0c)u?Z3K9)>CZ7$ywW160yj
z(q$hQKxLQ5{=g$oTKgbOMC^QhW)ZEFBw*o3Nu{k7t<((FuYM8c`|xE^n4~S<xbR%|
zW`n}yn-4-QwIzZcnsML%?rBlEk|C_FQY>LG@oD+nwf=L}C&Gg`MTZbfC;&z_D1Uo+
z(OVvw`M^2H47E}?`pPqa8lqDq!5~u#lH-a~VdaR|M}#B^%DqB3(*^OIg>4@WvHVtz
zOInJG6X~7i@2GYHr^tex25>TovbKI~+iM;^e6de0C`)PN4BDy<wV{v+3H+%pv_Ex6
zr91-n0CcDht6*~Ovk#3IKgIDdVhoNan#r!MI*nZe`}EW)wKv6|t6H)%QXI2%-41d*
zu!<L>Q0n*z!jX=WMGKK_0iquuQ<J<F?#~za@B(p-|BSiK727W%ZeJ|Bw~vBL`Fap#
zu73ZTg{=)^+~v&@oLplL^v45lCc7;#cLuy8ZGZH^F{p~vO8IAY%wRkgnA;D4$8HA0
zpy&rs0|}wRNfRn&0v&(UdNEN%)Q-PjoFt_*l<^j*w1x!Ru$l0JEM-Hct90LOAgsGc
zzPmmOP}5P*()aoo50)9#j&C!{0sm;I>P8lgNZ^;q)fhUVU|-Z-!O$cW!SiU>7E;!;
zjU5r3)~BD)hm%QPwe`CM<o-A`Xx`z03s5~*WM6y{4r#uO4P`QuqI=6N0%!`e638&y
zIW0!0MqCbeQ$Q}Wki$>w38hOEp^wWF=UiA)BgD25pC@o2D;w!cl}PM3iaml$f(SBy
zgu2m9T#2gGA2h1UZyAX&s7(70`|;lsB_wCswmIMsV&{)Xc|qlasKxJtC+ZjE$5pwY
z=-Q|mqIyr`{LATc<u`LJc^x=wXg>+2{Sdx}poBbWth0Tpf7ut+vzVoALic`M@FNd(
z@t~Me5^GzC&_57E6nc7X!3yy!{MVzWvwoNR4?;DK$D2Ef#a^(|%MHz22|quC|B>}m
zE0w)NZ4dj_UG)6jT?vm2E@HZpwmU{dX!)L9oFAm65gTKH{u;SycGC7-ll$&B+}8Y{
z6c<{aSg9NYch>J2nka+_(e;TT8xbCtQB^<cAmE1~;Wjc9x@G&#I3*S6VurpYzSDe(
zA}5LbrgBuQldxpM3fF-*KF94h5kN@N%VRwCh<dJ~=FIbVmQn&D<5_9^jJ4I@JcbmN
zS&W7HCCpV0!i=<+{elPQC|3JPb>HU-U=ngVX@dl;i?&$F;AA!kKA(D^LB~3&qAHlc
zQn`#$&vfSH;O8=Y@mVh^_%rKwCu^tdjg=2A?K2`Ito$T*k7ikfmxP*tfhD*vZe1_b
zB<Z3Y6mz*+V%S}<1q0~%wEH0z9eY2;sGk@Ma{Gf44{YeCJ#8Q&NEM;YJV`-H>>x@2
zl1`w4p1fe>mx#Ulxw4WtGopr#KfcE=b1%y>5LF4}aKU|sE!glxNJ>4h<%$(NRGiqx
z0{6oMy;HZCml3%v+b=J2k?VtkUj*d<Bh4>8;K1B~zGv3(Q$w$!nktTMU>qBkOAoLU
z3xe@Fr`-H2OO=FJf)M0&a_TE&l!rUyDFOYiyTJ!VW)FU!q%Ra_d?C@)IuU|!Qk2@s
z!6s$aEAhcabO=ek14WReXi7KaJhTYR_$6i;#z+f<YQI@v3<yp}na(R0Y)y)iIas50
zWhx%GBVDN#*TX#7=Pedq$g|%c7Qz4MDI4rmx?25Qc}o?v@3nCuf+^uQGqg2QoL8TF
zQN%{xALTpYEkO}NrNKoDW$dJLCiP^Qci#{(Vs4>ipnp?$r6NqiS-A~Yy7}^#ZXFkQ
zB7fUgAqRX_X@kGAI)naA=`K>_c-}6c_N%uNLlG4I*CEFp`MS|cWsBwk8WgPtzmg_`
z?W#wjU(x>a5kk^bth7xKYAqa-i(g=999SlDHSRDp=0tnKz$gU{^&L&-hEst1JGdFH
z92tW#`Q<@~t=D8~aU+GM0}&(V@{^j#VC{|iF}c5Rbj`GFP+E9!ks@HiFJ?%j3|A3_
zxF3M3kFzQ`O-7K(II5qlNUwP3GAqZ~L8G^UfN&5Eq}4O^_HJ!ITVC+!+aY~^)r>22
z?y~F<Z&oYEj$2AaD{yyKTct*S%1N{H0?1fX=WBzXBSS0|6n$tvN!^6JSr&kW4hcdx
z$FRV|y}Ngf@2z~tjLV-=hJB7uz&FefNMF!-u=GnGCdb#N@Ze-#uFR?7`XTFrT;OYz
z$7tZw#?NKE7!&bXjmCP}HOl|!x&VRNesDwJ=bwdyH6lMbTbGn$Q~h!~8r+aUPvMuo
zRpcpeo1o6BOY2jUZ%ZrmA=Js>SY`ZR-;LibY?w+(1MdSd>8|o1RO<ns@#w&D!{P8Q
z38TzhtBu<h>Ke>I*v*u;tYks7*BYDpDclER2=B+{jGtp39Q>;c*C>cMpK3xAmWU7E
zt;3UTSOob;*1_Kr-^$w)7Vss7EM1ce#u$~7Tw+~98PnU0$!~c!Wi};*K#l8h3bpe$
zpEGU3fC)RXTyOrd<W~6+^fW>D>m10vyzhsVXAg@-2VNkdnZ{b1Epk$ie2uwV%2LB2
zm3Ff4CV7tfb!(QYF8oL7H}JC!@jE3*V@tRnPGT?$Sk}%G7p}kVkZ~s(p=3foB<mOZ
z`jYAccOQ!~ff&nB-{+$!O-s}-x)m$@T7!kW4Xt<~x(tv#{W=%qq&aMiJyNSvJ6Yl>
zzv@hQHEc1t*T#(%y|RCRRZUF-OAgy}oh*wg$_N~qBt%@?!>o7Oroy!Ijnuk3%%ohe
z`p>#b59TPj?^}O;eMcp#j<i^DHZ)W|c2-`7<$aw$-MA)v*0QpFQ0%c5V(|G0a8Mzj
zwu`5LIyd{ue-fvtS&#ywd%lw`nW2=+oXGIj=3W{S=7`9QU%5JqYs~YbJG`6vha3>}
z`Nzkg%&B=5xPxlGT=HbareX5gkML@_Zhlg16Brgm*|S0*WUwx&u6+*JKtw+{_#$sx
z!^oG~)o<M9*ozjagyS|Mcj|ix`jn7WmXNgX!b=G{iV&-FMQj}8S2=mV9YH06Cj!;2
z6;Rz-Z+;qGmF19sae0VGs2{d`e@GsshY?oXmzGhR#OB>&dM_x{O5|JR(ck}|Lfn-%
zrqF<^!7gyD1=5KKuET<q>aSB@qYOw^f);JIY=qT#T5{=Cae0%$;z_xw9&$p<e64QC
zNy<T?yJ_O?GNr$30%eQCjAj9@HE7>5a(~k{zYde;7%s3K6tqy(c;lj(AWBa?klF<+
zhLa?JI;L9sHss!Z^cq6}k-;S%R{UH;kbr;z2p>t4`##+!b#hv-NrC!0v$_%@6po=@
z@+Myq4ZV0T^AF~zq6d;J6qJ<1^q%w_H=_6(eX%NNWhmeX80i}R3or9SEloE;Ea?-P
z)V{C&3e^~{+=tQ`eeqssIR3Euep!=ibh2|Y9=nfdFBZ5U7UP&$%0_X<Vmop~(Pi8}
z$Z=tP;;@+fQ{~#Spsjbr_cD;gyV+)x6Wb+golBwnEiYi#BCk!atI<>^R+-cz6f~J?
zi6B-JT#!{!X>YS{_6r4!S41JXZm0C1*+lPFxQ`l(WR76Mu_p4~f33e~NkgjU##KN%
zxRt^fH(mc`+9~~gfZPj5gOXfoD@g2}-K5Gk&HsH@5a}k-c#ru-^$0o)59sh4|4?R;
z_<b-JCxj~ncB$>bhWygwApiju5}hLl?ofthSoRi2i{h44-uqB1&J(hzupqzm+rZdh
z*SH+6RTkp0Q7vF!M}lWu$@7)7Nif{nxAn^^0N64g&-*;C9Kpzg-y1nRGhRx)+Nbc8
z9rvB5=RrT0Mb_vvJ<*nL%nDrbgGUm!g^<VCD?9AHp>Cc=t(F?<>;+Q*XRL%c@b&z3
z@R3&UW3nFmI@&PC5N}BA<~Xucd2B&j<%pod&;hGY;N?^se<M>`Zj>lhKI5xJAYQUB
zNQU8$oFeq>Q;p>3x(aB6rdEJu78~0mUlVIuZhIX8pn2E^+8+zbVW_T%%Vg5AT0llN
zO6(7ZL)uDUVzK%#Wle<JIhp<)PfIiQbuTMkN=m8vIH%-d(Uv;v*H_1eb6YCc+Tilv
zp+8V}-G<E+p0Kk6Rr?t0b`0h=^3C`Q1sH2YZHFQ%HExiHWzd5X`a0{4#J4wYIpe4P
zf<Rn~7lQEMl_g!=?G&+Yql@V8(E42@>%SNCg&H_ocjF7HnB+z)Uw-O4Zgb6P=iW;?
zQ4AGVDK&<KQyNE6xu$;BTArg&i!YTA{3g2bwSiBO@dI0<(G>noa;G}fKuB!U995pp
zu;3z8#IgXf2S7bvM5EYLXb`@78lJ1#g#gW0{hqjtJ-i6_xwUiPn?nI2hIWM)b@)pa
zJxz<mlKd7KJec{@8v_6=rk)SV*!(urlF1j_;Fw|EBda3Ek>GYh04KA1#k&FzFynG9
zMAw?WHkA)XxRR6qP;fzFfv{7*dxs8<l1SF#jS%?>6bTFt4@pD*GdHGtdT{iet^pgX
zFQjXA`aQ6?XWpcU32HAMv#V}Vo!wu=9F{5B{5^gZQU21NghC6o@faWk=fgMX6cr6n
zLJdrd5n2cz6L=+!bj`1h`Us2Ww&fMuinTx26sbTE1EU1WK2b4Hhr)AWGS)2U3puey
zJG2%C<l4Bq@=7k?wp38r*mrBnedDH94OolvI?SYG+oV^;+Wpp-RlCzIS5EsFBYm^^
zDPMZFC>W1APgJ${HFwS;ow$&wL1MmzIkP#LIKl|czwfqA^Nvze=>Zy7KF1Q(r-vj=
zBl7c=mQ)a`O>!bzL^`MtTM^d7%(@ye(Ioag?@}LUUA(5QH~AL}94OhINtr{<%+%Et
zjXuKXEjpfUh)9r%ieVbI!rfQNQ$2+`)C}TU#aLaTF7YK*%?Hh@Kg|Zsg$t*B%2gxe
z$!hiejAJ6EUnr9ta8XXkQS{GSbXCT-S0v;vd8rbcA*0k+3~%N<m?roF|J4#X8BJ8<
z7-JAYJ2{(rC@kfpy0{4q6+;6C3ZZ^#DgAE?B!AOrr6*~#r|0N6on&7U83sb6D%VW%
zYO^w_YPD-tn$dWzx|$_b_qRB}JQLW&OFLXRi8{tfQ*1LNdhZ0U{aZQ~;<DMt_7#_a
zK3B;(;J4ZN=mk;)u@(R7gFw+*<u+*CKU)B{f8s)qV)cGzv)`L;d_gkJwqh`C(t9h<
zi3b8Jm>;)abLmE#ukZZb*jOr7EGou2=UPSkCWnEZ5vWphHx9GvXOFWn&NYlE$!qPo
z$r4VkbAnXw3KC^cl6wcoZ4pdd<2#F$REwiGD6irA2S4e2kq|P;yqDswp+ZYX!%kp_
zgG=|4(uAR~g!IU_VPh>Tji1~uK6<}l&Wc%D{SQ>M{~?(D4;3vND>pmqfByf^moF^;
z0~Ian{{a;(JI9y*SE*>{h0$SH(fWj5!zig^Nn^P~{ZA`-R=E-P^!7hAyJ&uL*H$>h
zOHwIa<|+BL%UERUmwR~5NNegBV41m_j|O3>sLM!#1s1xbB(e#0*H1VqBZ5;Gv=l~Q
z0JA)!(u7chZ|2-|@F2P4|K9Z9iTLk|`0v*EuZ{Tsqp>uL?RnrG8+VQIe}H+~9B%p_
z@bW(>_`j&zIoLS<H(YZ34{*u(e*l+XI9dN+h08VDC{+!@-~aYIe={}UJ>^n2G%sLT
z31WRMaMmtowKSdqPh%Dul*})&3rovCCfGE2L5#sGVVVuYD-sOxKAQB(-@+vF5H&vG
z*n%%{it&WMS;}bEuGEip-0@}cwoTP~o{gn-)NQj}38IXiW%Ax-Jn>HQIi0nbOYA&@
zg+cr19Xlbsr0;r==T#Xp^u2=^{DSw<1*ps;O@oH7i8Flu<aa)UTb&im$M*@ZSNr-M
zt|8uBz+W2rgJg6_n1Z)U@ujXQg=wr3^RGj`Rd#&W?*S}O;GYalluz;8FU*?X67y3$
zyoP6}Hm-}3>%y=1!n7}1%Jj!OB;h^Uf83liY6#A_rHR`sRFHTju_Q%yc`G-h+*#0?
zlpHZ&x+c!ZN<>C4@4i+4jqze*UAcm6cr*Cx4XkzA>UE40@SVdMPy2F6mi7*_;klhS
zokBd9rAder<<PA5Qy6D^o1})OOqG>zhsPvs!+1@tZRFUsO$U<_OKW?xLBpP}&`M!L
z^s^&Tjw#M@qn()__hOg+-rq_FkA3*2Pk$QyDR!qKd(haH-j%~ty$-%J{FCZVg{n|Y
zVxibb^|*zX%4tL@Jvq&`_0V>9Rp*X*!-*Ln`=+kI$N8p9;1t=pCk%S^xpaS)V=6sR
z(ZPL47`&_)j!~QVvHzywOugr`7w=W-6{YQ%*y;Y+K1X2B@W-xo;Q-(1DtycBc^YYZ
zn5-}6l~h(G?#`_lMEUdWEkyoWY!PSgW|*?2Vb7pHe;;je_L~YEO@$ZomB*g&kM3?F
z%l@4|MR$BxQg0)k>J{F0zOUx!*Q!lOa^L4!WAnSXhMX?q<+HQhT&*}-_bT<X8V`aG
zspluL_Zo%+|LRuZBer-ezT7Q(Uc!qxG^n0C>AkEQe)f{Fx~=Ug;BaTWBN(tLJ#2N`
zU$c)E31C6;eoO54&pI+kx%##z{C#seH%#7nBf7GHKBwdKcDP4taPB#H^!3|L&6*l$
zC*01<yn6-8lE8p!j?DIgV5ry2mvlPMI^5UPD@Io4a4e8gDGvyI=;H&pv$})H%A1+(
za7eJ)@(ZeiaBLj91fnqXY0N{pf{_m9kc=LF@v5tMH%=r#SyCHhGiMP>e8QJ2dcuIY
z{0fa@A3K}>P)B!Y@SL>2Dvnn*Ybc44jy#L$hEvbSE=~^CtZmADmQd6aF{5LN-HlYJ
zSIxebMz47uc(|6cFWE2z$Xnfw$3M>{k3>IAdL9=fXACd_t7SE5QpCCrXN^xQk9oR;
z%sx67T#EVrB`ApJ+dg9BZ4zg5^WV2#+3Vbt*`;Zr(Vy4v66+qXWcu=W37~SK)u$qJ
z2`}Q=LBU7RW#$=+R^P+kQ@GUZ{5ygg{^vYB!q|PzB}mTxc2sV{tl?@vlhoCpux^M`
z!uTP|dMx4Kr#Ej!rZ>qx{xBj^%k(yZ2Mzw}7k+ylN0nS_ayP&IK)ywG=|bOIyrw4?
z5?87#G2bQW9m5@6GqEn0{9rMp7hDH&(FxJ=SThgKyt=~0w}b1)ctLln)sLZ4E_qj`
z^C`seX<f~Wb!$_ro<nJP3y<c(QivowX=f)L({*?q9g&{xxXaEbby7a8|KQqdK8O2s
zVPDE)Tn^CBoj)vcqL16onTEfVcbGdYQ#~e1;EYzS?_{A@x2e^hXYB6~uOl$&+%>8;
zxhEnCUo6(%>_#3<>`z8ZDF5P{^}c0F-(cX1Tdv|B*gflHTmrV>J)h%sYGmhlEx8*P
z3oW(~UV14_;dF)fdBu-vd|a$jSni3AEBks)S}RsdczM~fhA|&I25e7o2RliO6gsY&
zR`@=l<<^L&<jH=PeL0E9X5tNiSic@tuND!mck}OB%R1|xsHH1LZgG|J`eJcB9hYz<
zNlJ~!ZTN}rK&Ar*dgk~y{lzq%7WP{7A;zcY2W@k^k#^eueg}@zy?A@dbiHSmT)bay
zh_4|VvFQ-4LQ!wb`KmGdSS0ne#)HdtbD$A_SJ#i1UnE5|&d(2Z-3`clZ|jdLybC(n
zdHa|9_-!_Zdzrjfw`nz)g3&$*r8|>*<Ucra?`J{L&E{DR?x!4&CBHJ=CNl0D_*}zx
z6V@9IC#w3b^Se)Y6@E)puh)7G-&gI1o7{SM&ToEm|8j=>%#Gszyn4DYDL~uOS8E{n
zH}SpRC_;Rr>#yyVY5baV?zL&U+bKz_aW1VL5AlAy4yUru{aQ}KYf<LWkc;u2D_xI6
z-^(FQhk5CsXK7;YZDe=o5PhPn%}#hYM*oAj5>*+NJwjz)XLx1pA48V&o0+Re>TlCZ
zieHzHui&22q!(-JV*)HThiO{7Lmr-I5!^?o<Xt^FhpgD#NBgckb;=5k{fxs^QCFu7
z)l5C0Wlh{p-Xt^{Th8+K(e@d14mw%isN$^N%$WEhoeNDoOVjT-HuvU}>MP_it(?zM
zhO}2&Boy1HXMiPgcn-NRun1T}|NZ#y9Q=QM9r)i8NUgkqik1m!C}+!sPd75+jjdMR
z7>lL}iTFA4m)Wf#Pn^`VIk57pZ+!1R7V>=ORr)i7F?@a7LP>Rn|BIL;jX@hdt-xik
zWSPD;$>a}@gLQ{$z}ZhU;}rEA^Sy#I@|3n@hAH)UT92ka;ScAZ8tTLN=5-xDNKv6O
zplCoVggB*5b8hgT&h;wla|dFo@^bIg`^Ami;jZxeM8&hK7v^z-x}oYrpH<52=y@y(
zB!~N7Z<`&(*$Z|`rUy502&|dz)YuKZ1k{eSa+9BSY@+sa?8ZIaiVGW=!Q=QWC7H_0
z)1H;h;;~fk6u9as1%xN#qMQq}q^G|lzT1?urHq!n1%Fx}ZA9a&;)r3VVQDwjY6`o_
zgq$>V4XKSHg~Y_LG%aQPkd}<WKxgb4X&o>Rp})O*gY6Jy`u#t+|Nrso|5vz->+Am(
zZess`&IEjX<jiuWcIM6&<m_z!xBD+)Y2$3_NX{%_W9V!uW@>D2VoEL`0CaM8G&QsZ
z{(xQg9(ARZY+V1S@6QXr*cudv+0J)#l<<v7|5$y4>304y!2>3MJPn5wL|U5C@ywj{
zWX*S>dRz44+*`qfh7DI7pH#2El8A-v6B`!oR$utlg#OCg!fV00HKxa@5>eBvVOK|1
zLzg}Cs(#11*y&;6`f<#IJ&T3peOFqplkXZy-!K=j$~ke9+-kGK^PPdL!<GHWZ7}a&
zb!OkT>qpvkVIH~Osr&9Ta-!?)P2{}IuB^unAKs&zwhngE#;V!+bhHr5nO{sRzU`LA
zK@M}WbNosF)}lQfJU>vc8)nqo<DXX9`D`=VpREek^V(}f_FK8ncPcz~xbC;jbF^*f
zG@Q_l9t+CVEjy;a2%wX6by>wu`8K>hyp>n3ICQN)G(TW!oOU(Xzp6Z?6Khx1$@ylu
zdVcWnD<JC6Te;rYQF%7|msC-AXhLfCX2zZN);P>DI8n;4TVGv_ecLEVWUVCX&VE$5
zlp-v6T6hTMD5;_ywc)^&y*V|>e5r4>B5C4C1vI%Xkzjhp(`@#GN!*@L_WW9|XHrhB
zjouZIi^^`t6|=jrZ;dNpXr`HxD1Q@SZUwTuIl<gbE<4s@VA}5~*4-=%$L0w)36iQB
zD3aX1Ik+xuH!qUhV4k~SJazFY>@8=)ZX7*3aQJ3CU(cGb^1=dY9x5L9XqDzp#UFrN
zh*`~W3gSI6KivewAJ>0ydHLLJ*cUE&7m?X(93N5+_0pwoAUuN)Z#^@jARGRI*f)Xz
zz8GHc!`1J%pJlF~n{S!(UbXG%L0>Lx5tYBM;oRpRJ!Kc>+4&C9CI2Kpd3)nOL+~;}
zneka8DVV;Jy>PA78#jlA?bKc0+LZd6`C;DwTyooPZQtaVpWx*^na)u$=RqN~&a!Kj
ztiW8n(ZP)`4C&L6Uex!>JXqh)BCE}=b?y3g8dvkZ_OMNzS^_4c%Ql&x$u7U@SGg*3
zi$5N-)g3=*{H3uwT=qy@m(LJu;PurTuRE<F-jP)g{d9=l)<JO=!H$?*Dm49&O>1aA
zTeZpYyXxb&x@BjSM)L9{-I$CG`Ll&(-8;<#5`N-6_)B)FvMbnCiI}phjR|!AuvuEH
zy|c~IXj=l*Eh*SXc7Aw6yG4rk&WxxKuGEl@iA02<w<m`<GM#<U$J?-vkXfz6=gqsb
zGt22r{}<j6TplS5iNC#r1^}Gu`Iq01fF4hx(-P(bFaXa2(<ltb{}Pn(gtS({p!0d4
ztm>>{?vvzO{c6DJCH}v&*=1Vk9*!cg;m0Ak#NBI$#!aaTf$s->i8Fr8?`);<Myvn>
zfNl&Q7-^b1TsVr{oJ4aRg?m20?v+vD>^2)-4WJR|S@HCJB-k}huW-1USB`uqiSx0~
z*y(;yC@Iv0WK>YyV4kcn{VaFs!L@7S$eDKb>}-D)*)$O0i(DJ_By;nz1K;&2rsSa%
z>E7R4%x;Fia35iI6Tp?a<>x7PWj98(<3O#YNqHvpE^WKUWqeu&L23QTESlp}xC93-
z>;6OTAMd1ycCD%D3Y($xc28W|`$lKlQXf)}*wUTh?F3A&1WnS*dD~V=+9YE>Q^pZP
zh#X(_5F)?EY`gk`0-sP;;H|iS{Oo91w^>Z2g9`fhE%-Viv}Q%ocX8Km1PyHYdcUQ{
zm$fStxWed*rmTXnv7K?q=GiUW8tV?X*{Wrap1HbR{O+diSzx!t1f<X-@!TAmxRg{Y
zdf^1T*T|ZldOxg?Oa6lcsZ?LHSe~%%B?$GMkI@ou;+CD8&7yGOH~y8bYr?t9$|R^8
zPGBj)*MRwHLOnA{z@b=Y>H0?8B1-l#K>C1R+vqsM!DOHAJo?y}bqMp%Cf)}F0J&&-
zR<341#l**Yjtuf!(_6Qx&8W7VKqS_x?XsYO{-c;XB0?<^<j(3GtC1?sTeBzR?Z1o$
z-W;&EhGn=0gR(iZvoX{#Z}qiVw8NI6{-O8mAMUJwPrhdP7h1T@Ak04g0IbVas^PMs
z8sh$L2qyQg&}&*UyIwJM+GHmF`NfcbaLPkUZBfLnK3QW<5~@5#^zX{4vI7w@(Tn2V
zeV@wz2tVDIb6L2|Vu`zFttoMQ@{_e!v-=!-BDU+QY%z6zW~8=Zc3UP!=%3w3D*9zD
zWlz_)CugK&a!7Y^nM>+HP|e9`18l1<@E+keCh=`nn8MudrApf4KZnM?76r-F6O*>g
z&slJG)$_O61?xCP26bPZ)z8^TEvY`;2q>-nUEr~Ea;Pmq;*VN0D3{=JpHF=G$C@tS
zs5n3uKI(`XAzRx&i0-#XSEvdMGqa|Iv1v`Wp)Rj^PRgDg=IKgb7FzNy9$w!W4wJh7
zTwSi18-60a<?wM0>AX*9mhwmpPG67wX6KB_N#N5icmIH)iW-hlVVoNL$_s{fL$%gv
z`iUV5$&=V~kQGe}#;OFC1s?^`&Wmz$Z;qhCcN!)HbIk8CN1+<X%c0OnW8N1+F)Aw;
zF0wM5VsDl^YUj)~GYIF!MXBPF?&Tb+T5gj9&oAv}9Pc}gHl(e1#L*4bzK5@ExDU-}
zJBM5$!qf-MGQ1~Vn5p8}%EcS3+S8!ot!{0heUW;MrRd?ZtRI;@ezWdlq@-2Dy-AaP
zLoA_>U%yyQ<n%#SMw`pwr&gmJE70k!sx$rg7p3X*Jdd4hq+I>U1or4Oe>?a>whaZ$
zRwYSmkEwdR9MBzzOkHhe(WC91=~3zwejsT2B2l1@i=9De937ysi8s3c)GgPAC!Pty
zo$gQ79ZISeK3s7n{fLQ{?jDL3)+p_pP$wS%8hm9pOv$EU^VOmCVj1pfwU}T;glk$J
zcZYXZ9KK{(SmvoA6RXWkYrI$egi1uzm2l;Q>d<f-8N(bybYC%(Td!xQ=Y{_jQM&1;
z*w?u!rlO_(ak=!dTxlsrz!dG(@ki^vX(~D}%9*Jgv4*IfYtUm0c1N?-$8&)=)ES)l
zHJye**85Ho_y{|0__WE12a%Y6{62|d77u>o;Li*Dt45f5KP|~3zZQS#N#F2$L*-=@
zmD}alRMByOz@6K2rprYssc4FA#oF@me&9G#tNg#%d&eM4n`KeBr!j3!+qP}nwl!_r
znzn6o+O}=mcK5W6Z_T^+IrqldU&Q@!|K6^MUbSjf;>oJY%BLbT3#_~aj2F9khkXT(
zP%!hpEl~`ceHb(aiJ%@unxeSh-F{dAeC%=Gi0on1(_=<<z7QIxD`y42jdo(jTelYl
z3Km_GvRhpn%SU8@i2gA4>==Q+mc(Pirvu<NN3@eI5m5HQp%wnTibV`X$q`~qN84O~
zD2fI`3&(e2KtATG`as40LzitOY(_mB7Pjd}x)r=;j&(0zDEdKC4fss5sGU-&;^g9`
z=rH0l#u4oeG8E>pL9)Xcz8=UXR6OkJqtUT?0|)yd#Onb>Q{#sOS_?M1^5=Uvb_X6e
zFL(pzl^f20F=mG+Lv%`|(dFaI%~+MtL{FFoXj=+~s>0@>deNSai*L0Gc%8xRaMgD2
z=xcKSH<AEirA-HIV<~aE9zksB?L+3lOPm2P6*c<hw!1wlgvD(=Zhv<ePd|S@+M!rK
zu_Jh9!s)n!KOC{UhDiJ9m;Tf+Jmnr0@bmg>wk4k3s=1~}CSbcI@)|>`;bCZfOAy6#
z-?XD2P1R=r7tszNI*78-(~sb*Wk<`P8Y09B-*ut16VJLbwTH0(d5Gs<Aksp8pB8a)
z%QbK+3}E%Lb+vC~!AC!4>$!AcD-bqase&^4wo6icH*${NiK|M5$dmkWU*~42s_EjB
zAJ0;d-vjB^w}x%_#*v9%@L;m_CK$qnVMH?|fTMjut&-$PIC&OknxKlzS(OG?AXmA$
z6)ezXl(p$~W<~|xvw)wi@Q|?S0!G8bjuSoNst-)$EN|&95{@`69TC+*LVrv80Opoz
z(C#P$_6|Dw$1q33VguJQT^S7PF~_=uos4X<Yk9D2TN+E+Rv~~Xyi)Qz;st?#yHcwE
z)=lW+Z&V-GJ@-EB9oArp1so2-*gAB+tAy(U73n>_-X4(sFNdIh@Ze`lo{xvh#V*gU
zYO*TX&8@SgXi#dR%N3V}h!-z%cYz^#U?ZvVSIxVCfwte5afTsGtQ(W^zFdLH({IM(
zryi_%M;Ma$H38U;&4_r_b<b`|nN-H$_3)X$(40qb%8@o`YG75r(M=%O`8zX#W@-pj
z0ZH_=!3@<tM2G0GtgxW}7Bt#Ptteos(57MZ*2IbzoNJl`wp_tK0mh;Oq1O%@dOoD=
z`2(SjPoS*2_YD;kLP2>{F~y?t&6HCN$fG3hjx%JsUFkr1Jqz;gHRx^g$AWj`ueS=8
zHd)~)<`?bnw_By_<AeFY!+(Cx%umTA{_+(%wqaRp!c^$zt)2VjmJCCu(wb_GcS%~%
z+!K=plks!Y)cyAYk5-?Qe?wfqm1_G#B4_2kK8tRbGeqS+!-^?;q>AgRjn*<%)%BYV
zjUepfTH}bt)_ipu>D=|YCbS6|^BqDfcJm8aMF!`Zh-gtMy?@ZD70uvtTr8KA2ZDoJ
z>^;7p3c(Xnn&8B#u{;<5J81U=nHCZX8<W|kiJ@X(s+}8;>r(ys=1<@vnizkN*Tyeb
zzNz`m<jI#<OZKFKutFnBniSnRVBF^IX#rRgoWwX8emzqG{U#m@jE~;YKt5hSwiNrl
za>_1SJ4bkHb@*877SNF~|0{XmYFs-Aa_twlJRm`QW4{*hk0+B{+<Sa`Fd`%S{2-?~
zhY+0@0viFi@obm7p7PSoLRuP_2e37}GAuSOe>3k2)YMKk%*Do1Xwc~vUVU)z`sfsY
zj3-qgd614D$yhsTyE6;{+*W8mI?($Tkknant+)NqO}|(weo^Yw@h^K*+C;Hm<!X7o
z7_cC|LAub(i>O9S=zQNX1`@k?B~7uN;<d4ht=`0OgOdEw_j73zJ*)2LUZoY;@|mp*
z8mm81ufxfA`SD5^)>%JRxXoV|pkqDIdc!Y_enX+wkfJ5PX=q1qaf%q3OzJdQl~%O*
zLW97VES5=DOO&kI%j|g+tx`(e@y0jSrhUpT;Ug9_@s!5`NH_EaA6JZ0Kp;dU1C%)H
z+<g`JakVl16#NOi(GB0yuOCSwBuafIm&#3c##Yvu`>Daap>=7h>^suweqpN8)9`QY
z<t^8v?laCjdO#RM4mBALgDCrv+DUSIN2-=(bX9DnfbvMvv0Z)mZCMZ7<X9q{yH-aa
zB5FGlye$l*vkh?kGLO?twgoF^c9=XW#sJ}4Js1k0pD~^cOcOjd#H!%!*`4_mT6oja
zmF-wLd#9(iFhY)5SEB~`0681iXB1(^=Ks=7p_fpP`Wzt6&aAM(4OJG_zk>*skQr}~
z@&3c8%%k8->lnsqudvwCY>^LBT1$$f_dxn)!q?um{febIu%Enx;X{l$GhZt^u`{M<
z7)h)=6Mbq$ks^Sr=Z&fQ0e4mJVj@dKsdOml%evKZGE~EaK>6Co&+92jlr2uR(8|m>
z#k@fNnPChpgg4)Q%J$p!4$Pba_;wJ{8$2d>AM`yh-`?(pdWw^LeT^Io+u0ij9cz^U
z8|eMd{P5^)-ibZex(~BGC&AlcD6k%`uDiz#54qoge6(Ui$j@({X*_bCo9M2hNp42G
zxs&=CwRGocIkS1KvJeA(M3Fj=H5%Xt1?comVab;GFzJYrJboOr{7!U)rzs5<G@Bt+
zHy3VihVdrIfn<S}Dk!&;S55Ty9xLRD$sBwyLd@@2Pcq#5PtHSJ%!lQo4mS<Kz^h(h
z54r-P()Ier1MJJ~{I)4#o*cZcGX^CR@xd}V+~{nucs*0_zx_FeHt)##E$xdb4jQm$
z$r>!ps-MGUO~-y@vJz;RPd-049Dz+HVFdC)V{>Q~ud>=Tc-%Okxh{Z|uvYwWZR)vz
z>B2{yu_7D0h1RgS10`GxD3`OlMXZE2<`*vCg#glr0r8V~2eLx<wR!z%$+~nx7=q;^
z0J!;G1*Swy&YkldGQS=@bx{lujg+kca{%MnJSp8dV4()j?+V)Rm{+$L-Cl{vPqTz?
z&AX-df}Ead;fO3wto|6$6Sb3qTpU8VArH|Lhf3R!dhaZG=aVY{#sDqqOK)OQ&`qCa
z9p9qpK{=8~2Ln3xy~GM@p{>+0*VT*v9jo#H?VFn){rD?y2oj9i%M@FLzSKjftj2m|
zy@lrViDgF-&6J<m6TbePiq6XkB;rT2t%K=_(Joghh7stETdH!$MMU{?2sw&lDULl2
zf=yI2``nQ7=7*^|O^eLMP5%gIfmq;{mQKLI(3M>Kx_eXHvqU43EzuVw^Jf=#pqyS7
z*5o(bz8lC<q%!f18k1W_@fxy)S;q_t#W-@Z3K*M}Ik$dPWdphu5;wI1--t&}CI6d5
zGf;e2@_^d3Y119+mO@A|BnEjl?CQ?TFR$rJxr*<`Nxe0+1%3+<@@X@HM09wh5hz|w
zEK<Db`M*e3OeX2Dd~iu}<cw|%6d*k-2zOX<O}YY#N3nZYu+<8k;->+bEckbnvQ8%!
zA@VonecCYzj^J1g2GySMFZL?LBNivQ?TxOmHmD+<=5MssGCfi$LWEGS)`7W09?@+l
z<*cmYT|!{{Op*A7IbI|!wG5UIbx4BeyqiZO+0`&!Y01_%*O1@5{P$8g*&?e+?=@z`
z(mFL;x!l~V`TB>ia^2$a9PT8l!?q?b3<BD@Gj;Dqy0#n#Wep+F1lXhz7IGfHWg%+5
zAaFaLe-p7NLK?#*_5JPyo;HEaS!jmNGLqomt;03%=fpVUVMsShut%Wg1!v|C6yvWC
zMIXi<fzOsGsjRmMj3gRm%&fT&kzqaHcXdq>|3EivT0G%i+w)94aq6~!!=ldEW0DRc
zzvF_KCbd6lJ4CV%DL<Y4)91H#d7od9$7~v-3hU_v^9p3eU43YJ^!Mu{$g29mhjF(s
zeq#6DLYPNJ{}|2e+zzEi9iq8UX7s|l6laaQL;9-O9gGSVrr_Rn+l>?1IsHQ8wsS|x
z<mo-d3>f$^`@j=*f;9Qf*kEZp3B=O2wP8>b7XKYqamXPKBlJyu{5|SJ?q)ie&Jk<7
zO^36<8myX&jvCrV&?6}wBe|<(suvceKdotdD}BWK7V_LJ@qtm-=LZVO0m{jo-MXu&
zF1)7Wi{)NfIN*y0%rU(tgp@QQb@>FKTa@$83D7=6uZ~B$P@@?as}1=FI5_Je_@nci
zYi7|8kT!~fPA<-1kdh=Qd-e#taybb7StZ~UQ}*-D5KaZ9+kVNtR>hAoD>V0o)ZJ^N
z47!WiGriA{k{@=R{On=sjLr!5^PWx0WraCmU?e(FpXiWnn5aFhaI(B4U1aDX8t0LG
z5fMqhYt8l2Igp(B65t&*%9`9Lx?-{NDG2KF4H|z#bs&#i_h1WEtBah$N4CMn=`i<D
zL;w}IHxxliDQ~29RETlaS&`Rcc!)%T8XC<GeGH_T-uSTO2#p=LdEJ9doh@F<)t`1X
z*eyx5h~?GVXpq4xY!Ma)aM5gPfaskkg6`(lKrewMi{svdcvNh*T*WHKF8_?Gvi-S?
z(AZNI#vpj&WW#0T3a@G~YfKL&c3dbblq?Y?SnZ5GtNhr<?STgeecABYm&JwA_hu)b
zVsNMJ)dn>1VrN9n2vo{Qg=`GTNC%V`uq6}YW1pKB8FXO=JqvCcRH`gjKg{)ACRcIo
z^}@^!etrpvHWOLNuhVsgpU>cX?<sF@>noC3Ff`TWvKqS$KNA9;CK{tO#3S|?I|U;O
zD<Tm~p5^K`lam^EFg(ghYMggevL!qtxvW7P51$HjL{vltJgdEJ?e4MmwLU@Q{3?9G
z&K~hd$i$9oZ-x{~4*q^#L@4{?jUgxq8d5_E%My|KiUcDbJL$E5e`9~t?)*FyZp6AY
z;#isAABQW=09d1(4c|%J4@IN#eXC~Db`~%-hbvF=3-qfz-XBq_t`kIFX0br^)Wrw_
z9yoW!rX<g%t%x;N;n>MA+%_?1fZI#l{0w%J2C_wotf(EwR3At-I^uyit_r@bj8h&A
zU8ZV=dD+&h6T{Hp4MNvI`B)0L_~|Qkvu~TLN#B_m6i{F%QClHn^?cvQP<PNmb0u9)
z%7X}l6Qw^%7YwupZP%Z#<+!L7YpSH6UpXF<RHGhlDM+>b-Nshqe*KJoH2eEIl*t)z
zAZ$n*l(1hD*Q_0SxIb=k-DEJSFqHH%1|vxest~7E7cMAiauyLev-i6I@nRm9pU*fp
zF>T|ImM#xi?F5CeRC}833>%D0?BnV(ydP<hDxdoUS$(U^&z{NL3+g(3Q8Lz1lzwcy
zioKSa(=$fl($M0hBgmL30ocuEiQqHs%EW^9M^ad*;%?yso_uTpn&S@GDTRC^kjgnD
zpkQTwV%Q1ud%189mMzWgMsCcPa^<nG0yY;<-FN!R8Q354UWP&6P$q)7?P-$f?5xu}
z^WSM3{q?`6#?*O)I@_6f1#SlPO4za3flJO{En&erXyM3V9Nr*IYn}?!KR9!+Mpa8d
zQ(Pt(s!`0Jv$QYJg3-DKwV)9`hi5T<mHi5)Bn}8XlwB2z-K`5`*A)m!CPeHb7=|^E
zcu|$#HW$WGPU_)G6Yk?hM+=;bBir2v+hBQ>o`z%~+X`HZiOPiRnag>~4Q}_ZjX=PK
zsSFR)6bwMe1>4on&SLrH%bpZmD^oCp86JH5lqHxDbEmH<6R}b)2=X}3v0S6aqYc*I
z>(DPhlemr!eR+2P%uCU$jSwhhh@kL*5HceC9VP9ZQ*=WpI%7mC25Tq@`J&zwon8sf
z0_5hG0XW^Wgu&B}*t<$q{&6kG)d8+5J*TLMI3{>iX;acm-UU&Cc7piNT5by`rjiF@
zSXByaNuE$C)l=YO1~3>S{qX)eU(UWP6~aU|J{+9VZT#opAZ$W`J+lL7j8K7<gF8hK
zyBlQ0o|79g%jeNIg|Q^p{95HI^cd+N>8T%cQ$Ia$E#wfzP!<dfV@V-+9~4L(_3Mj%
z#OHrE3lnA#Z%TZEkjD)v2w6loFbDTGj<1qhqAj6t+w35N3W6oA_8`axUi;%la^QcJ
z*C9~0)Q+QVn06{xNgK%6;KShV0Y#(l>cqAVk;|iA94<6f)FZZ+z%2JmRlBOj=`^`O
zkBQr}`TPR)Cz*7F3&8TP`SwE=0<k_EkI;i!Yc&k+?ZtZ{KTfwpW>~&uG-zumT^)Xy
z?A|5qyim9~grR4!=fqFxBnonM1WKt8W-m}Ch6K9FZ%~J-5Ay|50kWk8nsr*ONvJS4
z5<iL|hvHG`!hb7)DvuJ;K6xy%nEp_a-L8ktiARVy{txR5QRuJWlr`psl|u8*cm4=J
z<J?~{f3{X{4z+saf*!i+$<xX<GLyq|o(KH?^u;hn?<hjs_bA<?PLL>jFTXE*R|Jyw
z^#Q7e-zE=r(C^n_Lz3P+Gv32*_azsZE^996`Mmi_Da^o*J&l3gRk`m#VFuq4`hD3m
z%lD`Z#vWFg!rx?!McwQbVv&$dbkn85@kCX=`Q3XabcPIK;C^;i-}Z{2__-0WF5I4;
zQk@pG`CZuZDg8IKG_2SlgBq@5;Z$mV>^k0x;d%jT$<K;LVh~5*F<1VL<?^s1O=G4L
zEHR@|RiUi#ks;__%Iz7C8b#UQ7Uz6shn1yb{ct!`E$MR$GGx7V@^!0AmF;#$PRsh<
zhTse=oSWh->*zG32<UH{7kIB%+YEH4K_5SG`=qIOvMJL(Y-JOyPfQ|WCHD;CrF~y;
zNwws?m`uTc19uu%I{5l3hj7iu_o+s8fOl&@9Agkx<uut1*i<q-pZR$nEf-L~-8sXo
zBH%UjiK*;JEDj%w#!iB*Rt8@O4}ynvc{HOpbnEUi$zf-6R1=!L4NaV(3q41P(i8NM
z_EqcLP-%4I3kG?Beue(nQx2g>%#%i4I%Z?ZXNaU>F#Kh8k_Y=Ch2@^=A-}nf#`x^V
zL1+TT3mG)+JD^VDWecP?g89~|B}dO7yyu0k|7J%;fj(hhh4!lSh>x2<x%Z3Y9ox!Z
zj|)jrSDwif{k-Q&Ps#KKcYxE_*YMC)Ackm?5$DbxVbw0AkYr<-5tX-|coUaVey6L6
z1j9fAIpA)N#NPk6fkf&P2&ynOA+PzKmCs##p@9U@RlQVzNq@XPEZB8UplzDYf_C6u
z=xtcUzPDurh}g(9Xg%!|{S<_IGg3>l=>Cqbik}3hC$!{vJ<8pW>xfup5T8+h9aW^a
zGOV?p-+QD-(Bl|)VA4y*dCClW0y$?G0!Gn9{bJ}mF;sMU{O88xcU~klVaM5(V2Nyo
zR7#`;el;LBIF5@65<nHMbNz;sUotPGN<UXu)pXQ{47(H~K^WzZ&90*f)vOlck9M*h
zmEyo?Ms>8Lb})w{CMl0~7-+f)34<aj!D@PePgO@9NyhW~`0?A5Qm9M&1gVo6X;Y~R
zlZxmKoHFJ_o$V@=M(q?B61tJW;l@zE%@Y{fRZEX5QA<h`k=pde<lSNMx$uM74+AkQ
zaNcid8)NX!OkAus?a<Kyp(t6MXB4!<t7O{VU=5~@qg>MtgJ^#@1!)z-@~-hj#Yb~t
zbW^j~k}s)O7EnAgu-c)Z){Xw4K^7vBis$Xy#JUYI6Hee(ioS>NYVM%0sC{<q^u##X
zzo{9Itvw6wm-m~-X{8t0S0j+VYz?U~m$SqdLihUi(#nYwsLjEDq3@b)cEK7Eyich)
zgr1FjK9JQt;4*yue!AaW4#fA<^}1tcy8pY)Pd@2*lN{m**f;DgGkQy^2}zJ9&Of(#
zws5m(61m{MGw@zBi=D`CAK&@h8fUxKzy(!PjBFE5k(MCv{7nlYM#=qWy#y6QCVn)x
zB&5-rKN5+aQW<?_>)4#BJaDQVen$Co^9}0{)Jp;NpW#n)X(Ir|?{O9Zk9Z$VYEApB
znpl!V5zjrI=9NUiR94E?k&391@Uirq>)29g<EZgIX`%?M=T<>kvwt5r9^teO0ZBzJ
zYmb~TxWjQp^^Zl^+D*1<z?3|PIN9m|22R<uhLk2LePTdx7AgYeRjz&3Z({ed{YD1@
zx}|sKcgG|yz@vFVsuVRN(RpEHmUc8~@!g{WT&It+a_Ln$w6>sFpLm;su9z?bX$ig)
zal-(Nniw_cdexI)7ZiQB-lpo#n!zD65}{6GbEEs&rKS9j=8auTf6ojnVqLsM&+Cec
zwDcm?3rckfVv|Y`EZ?NYH5Yb=jkY&MqX%ltOD$;Z2xaM)eTcBI<X9ngO0bg?70mit
zh~24b5%2kv;?cLa)e9f#Ew~yLE%gsNA+OkK(5g$8*LAyj^;87dz}(tv*hgDla;icD
z>UB4*-MxSU@#C1)v#Q7|Csl!o(uKwgi@ESE-w2@9omkbMG}9xtOfjQw%4qoq^T8vI
z_|c<wihyX`b;)-lA|;!btMDA${e3uKtx9m)#cPlGfMC{JJ+xJwwL%YjZ&xX8+(i~9
zH&dzjB*PNBk|bI(1QmYxORN|iJxC0xhifD7?ZmrGn3ZK)HL3z$i}&%1r$g!AS<{kU
z+WLNbpt=$dNE*(}DC5IQkCs1`<Bt)~b84<?UA#JX&AU8XSaT|hR)`)&(?Rgrr2y%P
z?TL_X(!#9#kTgjt70VJsZeOwOV9>w+<TbwUoHMGWS>nt%76n&15d}T|)@9cCjsvVb
zGg7VsgLswrBKr!qn8voo@CHG8V&{Q_U|mF2y-m<oR(%sDehB-W4`xAV;=x4-GUlB@
zIQdUt7(~X<WAKdiLpfx}S><@2m}XV-GX2J?H?Z(--&(A2EVMN>uRc0ccV(BE-ZeCe
zL&6NO=3&TDwg*HM`@q!uGsobB#<-&ec06vD<-uI73YlM!A|ZX>MA@N@y;Q#4gbkl-
zjOeou!PN!jgrK;4;H82TlZSz>1(aGD?wDad<wTz}E&OhLBuyUJ6d)lcTsE(q4$i5y
z^M#2;IxVm*Jg!Ele;Kg$c0Dd1#(>ofA)DP^zOazb;)dUDh-r#!UvX|{+$*htmI<CG
zJ>@gaxT+6Uj8z`fXlxe!$d)1(nX`@TY#92j^?aRz4jA@M{F029ZD0f4?8d^3utIWS
zLhatqCt<$O8NzT}TuCvBL@ZmVu;^d6x!lL^HAQH@?UjAU?7SJz#tna;cphHFqdh&z
zR^Gac6c(dPx*MK`DsMN`T=I90cWFHbHLu(+9tlb(QH!z2$3>u6R{N=vO_?kbuqj#x
zr%`qZ2;N(TZ@NE{NProD-spLdq`=(^pYjLsoaTDfVO^s3Bcmomw0cq&XWC1t=BJ#$
zV~d=*K)1c`qXp2EG&z`P$>KdzXhpA@U*i|r(o1@oqGCCa^jPl?YB)?HMr=<dYwx}z
zu>6tg65MGor}||p2($hI)$7KB`Pc)QZUV0S$doct9U4p$;5rIHslTx*pSWoL(>?6F
zLD+=NT_nYM5cGV!r-#IHl*l;R5fgGZxJLHQY%0EZx<@o656ma<QQJttuSR~>A0(uV
zs=-qzlq^L=ATrCmci!`naWr)^7)u1ExQ1$Rt>0BGj=gLY(1KwU{D%d+ug|9QMBCnZ
z>rB-0Ty(JGQ1HY>WcApM?v@-Y;3Ol%Og0D+dE$NEVBmdKfL^}or%9|q^0}w^z8C3F
ze)4#!0;#)h5OR1w4~T)CIB$bnUOAQ`hP&cz?cv(Ge!lJoelB$p+0~7KK=LEsPfcgQ
z-!dBvQg)<hiAvrOu>aPtzV8rot{k)1oCIXvZFr~Z;pV~k8b*|f$Q?@;pu0b^=RMNq
zjmg_t`tBZ31H6|@rIK!3J0-m{)5CW|Oo3I(8(d6Azi>$0VD+HS>IUbuL)YlllD#qa
z2mX0VRh;S>zi7@E8>G-cU5NI@4(4VT=>V||DMtb~%@&zpgUAPlN1f-c!?n$>!J3k#
zLWITP!>I#i>uI9y8&=aSqBg(ZVOJEwG+PI<Xy((~`rGEv#j1ZKvLnq~n)z+ZkKrGG
z;uhmT?^8|qBDDy9RmDsP^dl=2`P>e$Cob|Fs!c+P;DZs^-M#$YXX5<z4rP(3ms~cg
z+O+c7lQFQJ*tx8$nW)h}-LeH2h{;NBLL0`}-c1(}St}>WG>`#t2+|t00&3Ip+~)5L
zw>^R*(I$WktLdvfTY+25biA&jHI??n1{6g%7kNu(iQ2G#I{U$FtOJS)tPRC;m2AK&
z_GClUo9pbrH-wNyF}1ffKFE7c&Sq)RV{fFHF4CD5LUCgXbIC#Od)*LGZ!<n_4%L;+
zYJ+h7j<v$DQ5*<kF{&ejQQ^Tr`NKZIkF!^d#AXw;g7&qJIfw+t$Td{u*rv&(AWuR{
zT`-d0X2j<}QB8E>a+=5}!rHZXyp+!en?0JUz@<oH#q_Gq9kt8P(wh(Q{-wKm?KxU)
z7#U1j_b7ljBri867HuE+#)}|At?Lgx;r$Ms0*OWF1v3}%i(I`>AG#PS^9sQ?lbk5p
zu8d?Mmd1Sxx>t7rv_eAVcTWEWtbnf$;dS^%#ayCsV-#M5!b?D~EUYbdD?@idtAg%$
zHjGl^{7!+0smZW5Cl#A^iUHtenSlDNJ+s5Ti=6#rS;fFM+zUn^rge_05XzpR0;U2`
zdFfvChCYQb;}@L;#cdAf+D%}uGvkr6;F@rC4wfXE^^|<&F_UQLO5l@3N&D<_?<@bj
z98uATcNx?dh_Z>M_yGuV7Gd!!NUEx?+NiM|^`gg*=^r{rqJm?Oip*vL=>hyjIKA(!
zL>u3blic_hgkoNTQ85-)#^VHXWZBSomacZ4@>)$24o7mCf`h??94VHB5Gmb_e|}>U
zD%a=6Zxx}XlSUmf3UO!3_>fl2_n0TF7Yk$%NFaNwt}0ea>Vuws$jm#V>8OpHt}=uZ
zR)-uH&?+a_Su-8PU*#<~D;(k0x$mXcL5Jdx4=|wnEUjz2(gtH4@;Gh3!IUhBmy63w
zsVo{H-Sr!JH-SI{QH-U?Z-Xd)HBi0UC<qt=+K1Dywuhm1-%|Dl_lfh3#a#y|^R9`Y
z@^L5LQB=w0o|G)OGODHCx|p)OFmdglkmyCgDmu=PC*;yidUbH!<$)8EHF-Ep;A(oz
z^Z~So>OXJN=klpzcKZ@lvdBx~e-JnXc+|z@&<n?({NhT=BJ<Ct{X_bA1EB&)j(D))
zKX#qdFpw*sjh6U;4F|S6fFpl@Zip(THl~tJuXdW>*Tb}sz}4qdj1zmzA_B6of?`fL
z2kbQIFZ8sbGNwlskdif+S(iPjL)WuWaqXI8Unf9ux1~X7fbzjBKc}tI5(L-TfGHAt
zf?2pAtlX4DtB1F+k;>u402*&9ldX>jlAtGQGUPZATbD<O4ikJW6K-!RCaxG>4VskC
z(Q^=)YkjusE8L3xb&dJX^!AJjna?q_Pte7`i7<tD<9Ev9m146Z#(Mx^o)&k-owp2^
zy2~Kx29KBco2uohpTi=guwq-bB_HP4&HbW}iSt@cgxYTQdyaO3<;j78E+(wE0{Tqe
z4u*xZtX85L(##Ep{t~3Io#WRY2&Zho?E{!oCaBHIf^UOgbPDyD0FAzS;xfvNJ!-6;
zHUBV2uCK~B9Mf;lcx1WzB;)q6Pfs9UV<4PUb)b4K{KHcGUeOiZ$$ruGJ+JA&oU*{r
z&VSKa<f`f^1AfK#NdD{!_ltJqe_aFSoC3Z>!<o7H0g=<Lp)15ctg-VR0K%yYjCV4_
zrwix}<csRBrv+&D^AQ2i^nZE)cgi%v=z0e*#_t|m<YDp+hphJu#=hSBSOwIHS%da^
z_QYl)lfE~--xAurd&rbYyQ3^Ldh7?mhdh^F9>9D#i%N^CqbS@bX*pyw+S~(^8>Zs}
zd_%xB_6TslUkq~U06h!DmV<jB5#r=E3QmDKbsI%~|Iz9sJ}g!2;MT2cBtC48&<<{T
z8x#WQE8bs2#|(f6!Um+%=KlKPD%@|-=q`(mp67?fx*rqdoC3M0f<0x2zpiE|+~<x(
zI@SXqaL@g65CS~?wj~tcrye~!Kobx)ebi$L?wmcYyq+51yZ(`wn6BJE6<1MRdq4$s
zS0%(L(-cw`8o(2_wztBQI-EIv*E4`vuG6>Uq#&nEu%n+zUn%HwvwvNH5&POxOXl|3
zyFA)^hq+n9hfW&Vlt3Bouf6LK9jvrMzvsk0A>FVEd3_qqxY7v!!nP0Jx$cHaX%oN?
zF^%K@nPR!Y4$%(@=FKOda!K|6Jw3Zh^L0E{6a~F&k7kMJo_b5f%e9D(DEC^i9EtO|
z8=dm#(-R_f_GEnqf$~ZSEZ>@0*=)o#`Rjr&DIjm{>+uUH6+PeRKRv7eahU!mu#$m=
zf$6^@E1CcIL<Gw2b|(0A@&=~={C6<1al&W%mzTAoiKDHvgOQ0NKJ&j@gluh`0384g
z|4v&VV`6M>AZY6brS%sjJAfPu2aC>MU+jP9JopFlF9UzQxaA#ejg(BB@U;L{VNrZK
zWfM0id^!nh0Bym4e+vEkQvzQHpH9fu%GN>2&cMh7|1Y?ZBLn_F@t;t<ya3;C05AVE
zE4#Ddv-~Bm2*Bvhj?eOM-jv;0@tHaPtDPC2`M+aF8St5z|Erw?isf&d=|8Yc_{{%Z
zXTfJ?|F3oidVE0Ug@1KYX2xgz7w}&u)a48<OpN};hlDj76wANyN?8Ae`8OjH)&Qpd
zO<cm710bS*;gYas#b^1KM>_!5|B~51Nd8M^|Mq-m`I}MVA142f)_;+uQ*t(R`e*$9
z5h6aFnz=E+O`d_Cp6$OQUs?aw|Cc18{>_MzjDe#iKI^~H3Yt4P%9}U{*;?D#+WegY
z>;M7(ADrwjvLF+2#GIcrfH?>tA<6uSi8&-7K<i?EA;>yN3x-BP;^BcJVWVQf^s;Z6
zKpVL?lV~K9XeE<aZi~)|r^kub|9R_@WGYy7tz;^|xMWSmx%KWYTi2Pd-p)9l^|aNE
z5$bfD{@Q4BE`NQvJiGE$Q&ais{xbDt1^&M;)j0lm?>pciARr%)rbPPxQEF<4=ouMr
z?{dC2q;AT~%9>VkqWu1&^qdm_U%S(#(b3Qx>X{lF=l=iq>Wl2z>h#>b^!E1NHQqA4
z=TzSm?fH*_e+_XRYB1`xBi8%*4eNgve{@3qQ7;&QdJ!wo|5;E4L8;U9AOLXS{}1ke
zlg|H>%YE+0^Dv*!!=hTj+luyoP7Z#;8ibMeAZRpHI^FjoI`7{_MJ7%7UVl8d$0sLs
z>WoJlmvuewCfTa>y1Tl&eOZsQv$J8bST~&JWtMeZaYPuIn0)UG@Ln?MblUFk=jFET
z`eB>5JS;Ue)9KXWjf{-`xD9h{eO$SIO@F=134>cUAlCek0znV#pYY=S_W1E=`}K%*
zZ+mw%i751K{cFAZL+gg&dA$35{N?3k_jA43)^|Q*%XmY$_4D<-`|INm)^WY*bk{M@
zpWaI$yw@47?H5@uR2ofV2a%W6X&;wKmgQI!dn#VjjQ^x6?gI);d{-iy^}0~P3#R3B
zuC@Jo#MX^LLI}8A@o-G<^H4AT?b!G8ID^$XU#P38=`kVaojAF<<B&#0MP)13dcEl~
z%GQfW!*$bH&E1`2>VCKT<I;9mFs19}Km;h6MypBR{V+*w>#6HW;35W(&jwpwwL;y0
z+PZo3h(+^1*T4R*Fg`gWyvWys-k0;rZTH7|H!M87)UlT^BRtk{)GjTVTsE`)+o+t+
zt*h^o>k8l3%QV)$obT(rYv;KR`k(GEA0uIdR9I1;&CN|i-@hZc-w*HmEF{5uGk|n(
zi?1))*xY<q=$C;*Z)<3X@;~N+e-NsF?#O$q<1z2GKfJN2sT6;H><a+CpZ@Z2JmpO=
zB|SYntCy9o`@PN>1sPf2eSLikl~*uZfW?^Sen!ZR5h&aBTVxdj3L|64Mv+uX_#rso
z^S3Y9COi|EZVJo)N$(q$e=Z>ca@y17A1h-YCnx0e$?DqLSv6x156wEjA8|xjtvc^b
znA|hB#FqUqj<NT3AYNjH-aOy_5Y{(`<tiPjWY4SCkb?v{UUO_iRX2^Ei?vWbTpq%;
z%Gv)`tvk**-|qIfj@nCT%m6B${t1HGj&XWBP>l&D+n!~Y>jA6#2J0Zbm*eX>=1csx
zb{H4>$?IkiZPXAU+W2Eo?;UJ3EDTa&%XQnE`0n;rd<>QEHZG>8zyG{d6FP~Wk#8?%
z`5WS;LgWPnA1Pdeu`Q=UGX1E`CNYcHs#AWQvCxH}g@TOBG;#bQ4}lr-@K(Vk50XX|
z;bW+{wIWk$X*Z`9&rhM>tAjxx#|_f$W{D>*qbll!mOxAvTo4h;yz9kCW+|{mB`uYu
zP6ZYUxe8TX{?3Q>;G<hXI9hC3<l7a$_^3-iTV*L>P!4mmq6pz^92zFDb&H7UcXm}q
zla)tUtubjf9rCp!UOlzmeb>9u)(AHApptD@8?ArR^)+Ykk5Bw$wVkrSqCCkFy?rYI
zjUs&H*!3&R)7SSn{uEMl2mZ27EHl=U(I~bi&ZRm0BlXzYqnlXLZhF6%)4ltYI2JfX
zJ77oc*6ZEaEOl-RkTQZJC@Oo}cDpMbbB51-DA)7nQ+JNGYHH#J-%A1?LF>=Sbi3pG
zd#5^|(-a>G)U?FWO1;n96b-L<i1#Dg&m+9gUA(%&_rVA>-#<@2G5(w|`|#Do-=Q;%
z4l}Ru3Z7c)vDxkLxvBC^6u;bF(ed#3ykGBMh(f9tZ1{Dn91#u=+oEVOO@;*CJI%(j
zFD-L5eHNza_V7Zt$=mU<I316qCr1{#KBY8i+uhuK`Pu{vViy8RS|ktyWmnr~&Ce2b
z^o4G|)<ap`Vt_NwIUH-f_Dp@!7Eou%+$5I<rpHKqBq?UdiM58hhvSl-M}i4IL!P4?
z60=}oU3Gu!mLH0s>3Ow&*U3{5x9C;cC=3-SxfmQmUIk-isBXtk8mG<V<$ZVf_<4YW
zrl4ysFA<cNzk!)ppDaUbGiSoWYIQhro6v;p+d#CmV<`@Lc{pT!TV3TtH*qx~tp7d`
z`u_F8i%?91SUa~*cO2=hH)@X-<IDH-3@;v_X-_YPrQ?((H2#>C&Mf9{Cjw(67`dg>
zGLwyTt`IttJoUK9Wtzsj1^Lpvo8&ePM##FUlHQ}$-)b~?M2=8;T`5*ugRKqYDy=mD
zSVH(se^<-b``xrqpT;TA-d1f5aqE4#)K&H8S#^BjFxN(!u4~;h!%gzWAD^f8y4YxR
zfMW7h3%=QK+mBMuUEO6NUg{Ict~53_o~YHtg?j#YKjteb&k2cEYrE5}(uvXjtw9#b
zn9-qKuxYV`CBiLpqc-iNK(nlScFZ>1?bK*f2W=IE_eY~FCP#1HOHm>rf?S47S#dY)
zSVvj%PC}r&TdU)70PL*r=O-Ul+u9eam@h!g1nqXWhj=NGU&5mpXbRkl70&V$`*55h
zg}Hq>7UOd3(_g<@aVa_Z-qNhhqQA~8HWwI{+Is}PK3n%ws8nAL6kF^3co7SxHOSPU
zb<MX#_6s%7a+Y;s#~_i{Uw2*Uy0yC%AmQr+oUy7)!L@>Tdj(9we1)wx`e;*|oEmGh
z3c9NaYDGrgsbDi=Q_gXOAyGbAQ6G*QGXzQ2^zsxiSwEf^sT`1x-uO$C3+W_<seP5R
z+r6JLV|K6R+myz*2V?YJc-wmjihcT6hI@u~L_g+YSAx_$A~KueLYwZ-(u@{Hb%~F)
z_32hNo<z@(+$^8B?4m9LI4AC0EJJroR|)@`$6f!Zx<ciZ2fX)Qyywp*ViRrHa{2g!
z0E!63tBqEsjkHbVEuYVK_tC>Sr-P9=9?wT*W#t-95>a>P>r**j%q&~wP50w0-$zql
zQLztG-aCwX7+JT;T8$&wBkw2g?}T+dQ-_cJDdpKuQbkREqKJ42iPV7yXBAXN)(aAo
z8*tB)^Oa)Tus(3MyJBv4o^pJuOXY<dA_bw|s9wtJ0tNCC0)NZ_gJ;822VIMka#9ou
z<Jr5JR*6uXcegzbaE;A5$dX5$A>Y%Fk2jIe>`fm1QxARZ{wRnSGVo+M8kaQ2vEk*u
zJNDdDG<WEj7_o-5P&YAXg50fMcCGmF(_9=N<N_LZSAX?dv}$e65<T(XDe~16Y7OwE
zzg)Efve~rN?r9M)`VCeL?^O|ns?5c)Ek%iDny(%9m(=u6^YY!=-v$W6*{?J6<6r#;
zBMg;!Q;Iv=>G7DQ;Xsdp`CR<>eQI1SEQd8nvNXQ|6sLw=L{p$>Ui|DS6}I-C(1*im
zEX@$Y<!ZQiP=jK0<3(Rm)%&uQ;LvX4`rHa)G_Yqc?Zi`S4=n<fvnaf3`=7Omi2BBq
zhjli<Gds4vf+5e40cd`pER2S+%C*z4=heCZwr&6Ns2*UlyE<Bu2zAj7x|jF`B{?3F
zR%$&+Bj4R1w7#qt4{8l+(rFPEZZznKt$J)8sSWz-<cRm}uaE70IWeB?5R+c)p_j<W
zNMUO93<g$4x)e)X9$FlUZskvEht@s;<my!Ff|gdNwmpih+I((L`xZ#fUJ*~->J<mE
zqpqG99rUXlo8K8`zq8D$IOY|(;8+P7_u=y03N_Ai6-GqVz%0p1O^vU)oyRuyt}^}^
zS~K(uuqT<-Apg^p`e9uahmFDgYQ|E(LQHc%#^QuEGO;&5%@Jqs4MN!cZ4)$n6y+(}
z>xfTN!x5H?Adt!3qt)HH-`UVXF)u~pTKol}F%qaeF10824gy8UXT-dV=PO_q#d%}2
zBdA8t<@G2xSHK||);b(~?m_kfdAD^Q3WM}{&Z71>iJR_BMS4G9yl9uZ259X#?U31L
zux*;y*K@*FWwVM2?2+Ac+=>h$m_VnvO<JaL`fx`@()J;s4Et#9kd4t+R406$n*tp0
zOLOp~vvZ3Ya*iI-eDaF73x2CvT}iQhz)f`+M(i1d!^rCH>^Ow}&iR^_17QCO>!lU*
zckI3BE1I%u&YEZ-pZ^uP_u3(<)y6#6*K0yono~J3{8b{$G0VO*5I(7MMJ2UUxvS`k
z2pbkL$9*XXBQ}Xz3ox8R(fz?>k1$kddCm}9C-J^+@Dj%F8CF@kK7`{%_WPd_aoy@V
z#uYrgTa>&mjPUvi$jHFkBS&9`*t!UKvDj>g$6=0cP$M<EH5sR`961j2$7B*xppVm)
z=#qE>wW+lLMoO*ctTBd&16}f2T@lsP<AQdZQ&@Ts%sH1S;h#?jw1f=OX4WhAi$47)
zW34E?Xfx;&ByJKZv^2X}@`OO11TRu`T!~*2q}Nw;UpY{R<On1y&>82Pjs%wXp5jL*
zu3!p`&WZ)b6p;WaEo8O~1QuQZ*BWX;cE63sCB5;6yxks-D-nrJAM=zRa?xUnT<9`u
zh$^%m-zxveq|_UXD>`~<e?vlg6kPjJ8vvHW<G6vd)vXGDn*t|cirx+LiI%t#%G*|;
zh|;QEpG_oXY*u=!Ja}ZtJJ}EIvHk-*pt1%U`)S-cLwoKsp7fGV=eLMGg2*wH;AtnX
ztfC}jb_V+(292$RnRuAB)K9cf7=k?~d~NKf6wKgc6<9(kDjZ>rvIHm+se<WY;wZu1
z$5|%fU?J&`ci*O@>v@5-AMHH~`rbyQ(ph}*aXn4Ui)v!V6VA@OpM1_guw}ucS!xZ@
zin*XO$2|#cVCOGe7tCG!3wr1}RJ0-hrwjZ$i0V7W+1=oAN5jl`dKE1Jqpn6Tq>09(
zr5T~yRz*+Ql7PMUb4)FaSgl%DhBoUuUc1g1a<o4LUMl|7oVdF6C_U7~h-rxbsP(~d
z@aQ`m3k%C;3zwJKFBoT_#?m-=Mnb`u0J~sC{kTE}aaku7LH$w=NMl^m=}Lc{6F$~i
z)yl#}k;K)377W04T-R+GK!+yJ^mO<_dPlGF7%=Ia$?0nLj6!TQAW#tcQC8z{L0CTu
zSgpKrANme-sEpIQN31*?D-N`tadO4=iD36(=!2{0Mi)vXa*oEo(}KrTS0Y~U=`X-o
zl=woh>X_{v4jdMtM^Hqe%@)Qmd&gBQovLyjLTOXVmhFwhBIyli8N*EIejosL30b!2
zMoy@N1U39S57dcq1m_|@diNqfUWIxcY*R5raHAYf$4sX5G4t~9F|zyKnG4{>zF(`L
z?LBuRXJgsm5zz!v;cWo()`c#ex<I^2q6scL7WexZnQGW3SgTn*5jF(D9W!zCTWeF`
z9QTj8WKvIyj^)J{cC^xj9e|>!;J{f4{QbBAx`kOBZG4kDBobD@p9_K3y<+3uln5BR
zo(@rc{{(j%$H*vuDW=>_w2;?Vj|*z~{zcI`o9+)6>I(DyJ7V|C#^rdFTG!6<@(5e;
z8x@MG5JmZ=^6Ij(c;ffiI;Xb~HLUtWi&1VhtE!^8C&AUxwM#T8j4k^1(q4F&U-J24
z!sH7?gxF3Fjnk)(KduHh;#v)%k&c!y?y7>&65CTZoLctzAJx(GN<N${7h94c(a1Ct
zMe<a!iI<5<#&bu{F4<+2c8fv4iR9mXZ8*c)JSBOQ#Tz%+%;7J<2HKsS6pR0)X?SY3
z5|8}gAr0F@NiacnkP2Q1;GRojlao&UnvNL@^0PnZ+gztlvJcUNGlw=qzGTX>C(F)N
z@B$;d&Cy3Q6K7VA2F8+HAfS&5hvGn3fI&*$T1X%QNv{=J?(BO<jAyJCMo#i9S`#Sv
zm8|Lb+kysGLN^Y91da`nNh?M#&QG3<MX4Kse&|_8HA1QK4jROter&@<p&^F!(&DHc
zKxbGE=1zG~K_BTXb{Z?K#Ak{f^M?SH75Z2yF1PxuYfT3mEXBD5)j6+Uq6PJNGBG+S
zkNF|b>0#$c-dI=U*k{FB-j&Y-ci(A`Nm_r_icakQNNuhrCSdtCu@{u2!#}SDu7?|%
zOPNNi%*2+akwYT=jJRPVPzr1y!Tgal9~+9&PCuLMp7%^~kRPGxu6Qk2TM(<PxMvtf
zn?I}NQb!UPEIg@w50Pjg0m*|i(WO54*P@>K$0*zKe&5Fnk@|a9(#2zf4)Zwe^H@Km
ztECkYg!jIIuJ8=Vl7QzaCKj?BJp~qi<>B$1k)AHSwCTDXRsX_Cqh=J3_i-W?CG<YF
zG0MFVgr{a@K)1mrm(9(g+j#2LOEdz81~5kMz~C*xyq>+fA|%~~$%MvmZ6}X)Cz#^y
zMM>YoFFQ{mz6EwV;c(0<`)Eo8MWB>qP))^xCMi}WtPKMuO5mPX`kI@+pc*b{Fh5BX
zmE0$vnEyx*l|CAGOpj(p@YKa+XKCTI2*6aR*oyFMATvYOTkZ3&ACAEbfkYy7G2l(D
z!PcNW=67sqeaK-~^=AFZm?ggKR;E2kaI*fEBp=wv!~s9cZl3=W&1ql8SS=eHYy}!L
ztRGeb6X&8;`$3!e_d;u~965=G%Cycbi(g9F(o8Hnj=mT|syoTuf}GGEd1O?SPCob+
zPJhf^^g#;4SKqNo>DPq%6**C}d(W<W8bB3fLcbTn4*TxrfB$pZLt6vs;-8E2n{QFI
zf20|KBR?Tm&MtvEr(5FjDO!N&uvdPBJ0x3%%oxp>t~7RJCbq>4K(c@g>q*2?ytwxn
zGrl3erpc+U^H=b|seUTGmh{3`39iMym>qio2VmP?A4@A1vca1|Y9l)iix7z>d`z>!
z*3*+0|B6vMkXFKUR%B9x0ZzKs5&|wTD6d0&28-$GBfA5fYlTSN?f1(a=@%6ij;ygn
z+Omn#K2&%Hl69UGw`X(p@xAx+=^Nun?VBe8-ii|r-=-GYoX_cbZ%2ssRJFCG<84RM
z6>q52q>fq*9cd23CuP9LT-yx$Uph!M(HkQ7a8{_>&<BSjbbW_SD>zcV`egvyte1A}
z;T1fcA>GNr?h?@9xfu=;<F>jB6c}^(N~c*}<Q~=fs)x3-t!@`}XIx*ear+G(_3x0k
z;#haqZ&ANG7vMA3HXU&#PF)ZNsoFhhPb#3vbrB2P()Zju_oeHOM&k-56#S}5&%QDs
zMmkf+H~@B5>d?vT?Wi{!5z?E@58*WN&e2|F>jiR~@138;&!_zn=9$b2_0Z`y#Hl?s
zXo5%P;+dQM-owTY&1vT}NI<ZRn_8wp)jhvS{UWef%yLZWR4a-JAd!N5Ca3@!K$CiX
zuSHLBd;&^AuN;M5ctQRvy^%40J;Kl_D+zuu2L5SO3wMpOy@$@<TB2-^yyq9-T~R=2
zFVd!*XH}D@>erKHz*IS#`!_Z+Wsu{tq28`5#B4-%9Jew_;It9~d(oKXO9_1~&Mi%H
z<81QY<}mb<Kn{$3wSxmj<81X=Cpi}E86J*2Z+55smi#vFTfFbygrdWfm%yBhH8C}I
zOj#vbLhk}KEGrNz5aOT#gm)VdpRd(l=@=Ea3AN1K4_e(Mqwqf0fg64Ycn+}dXKLM0
zSw~NA-Cu9iI27CAgczURrAteyT|gqJM5gG6vemp)yRn53Y%<#d)fE*7VLSbJpEaw=
z?EH(*Hpt~mN_@~dj5Z<NZ0zhORJd}CKN+WGLVP;r56`EMc@adWPPJ#q6*9#z>st)_
zdyh`TX<PxjfgL>rdh>UeU9)*{qf?3;=EUp)U<*VrWt#wA--HV@3@-aU&?Ko4%E|~X
zoqUMMl+GG7E5U3ri`VEs7o2D!E++t_yHli8?QbwSlz~P<*YW&E92?AiyG`+7oos~r
zp4iG`xLHn#fH{XY^n||xM)a1+?Sv+lOv+hpoE-?wLMVLeU{F)ie|SmN2t1{Lf2}w`
zPDPhkolnpU7%o}xyttdp)2_N=8U>~Y#|jQ8At9m2MPChjXBJO2`RUOt4V_qpjkWyZ
z?=9hMY{Gb07rT+krdlG0$59jY(3x--!0`4oi)5OV(`Fd1_L(VWG)Yj6d-$!S6dK=U
zRHthRs#dTK&yL%A1>_b^sl|S+wFt}8Y#vz!fP-g?4V}A?)zCyWBLCGx0Glp*g!>ry
ziP~_GHnT!1%HcQJ_y%I+kHIhFOPg%?7V?`B(cBiayE_*1e~zEkArK+LCmg+hc8Zy~
z4B%<7r#{>5dOz=meBH}^DQ6O#O*j`hZn3+e46W2KM|tr>`9AaMc^o<%JP4Q)18qKc
z-%@q|h$~_;46*GSJ1X@je+eH>i%givq10i@a;I~k9T%wFAY#utB`1ywd=AN_<;rsY
zW9KdUV}v_0z=)C!=R2>!5tgLvYhl*`DBz_!8sr|=l;9=*SF*J&E{k!t7S{S+aYAW(
z_kvK+#%rf>SDUMq;~R0`>q>xVm`#c{-cP6OUkkmpkP1IWy=K$0as-B4y;Wz(4fzT#
zp`!9XvNq&D2K;U9jT5Agz}wa}ip`sn(kJ3&x==D3yn}W~8m~f#(8g3r6DAxhc0IKN
z@b4HkwT><=hNiSPSBq~Le`y^ChoS5FP4xHvnwU3C;6H-YlzOl~w$>#4KK0-PD|FOq
zLk4)<-!gzjh-p0~g_&03>91~&EW2=(Hr0j4k+PqwdWDoZ<$@gV(@yEU%>m_cApAg^
z4NsjGbLV0ku?|5@04xyqvf>gYg}T4h$?e<Zk*mwY!=o)_>bL{kXt7w<*4DO)U2_+Y
zyo57Ia8$7}!tHA65$i_bTj%z$u*+32a=+U?0v1I$Mf$sbV0S97Ef63n9`UeCA4Eo&
z-?>7Iu`fhX{SSj=iTs;jEFoy5d`8GQt1~p?1>d{_JIszSU`b)lvuzott?TnWo%-W$
z$m<l20pi{Bs@ZpA9OVwls5dGt+PQB!FBl_prhQ&>;C?t~mQ5#zRmm1JCgz_gk#G|@
zl}XBWmo=D@7dev3c^oCN{?=Gwhj_?xAb2YIaCCludT>91#pqjmHc0;yw{LMWQl}ua
zTLKg8?S!8V+bVmc0~>jY&c|s*u*qQ4s_M6c^!IU=#4O>z=NIzIyisHG<QBPE9&9BF
z9!DGlnX}s0?zj?GT6_7#))F3nRr0K<h06=(kI~fiIdLUi*sys5NS-?;<1SK?!eP;;
zml>mi$XusCX38JjHgn{2Uq;u$i*Qm${ndg?hD0?$MAxr`chG=4JU@!u0Q0C`Dddw&
z+GZIrA$NHZsf8L(N6GH2VTGJUh6^NaAd{diNa-LhhsjGFonZ%uV_0Dw>0}wx=>A}8
zY<qBqSIqyl5C}Cy3DR7gs7H;nMcLgNT*xo|KR+TopJ>lk9c|UdHgzamoiA10s1I#u
z^8E<%ajwp`yxHb5+Dhpjy8J&P!0U4SC+<>XjT!N}P;-`lv>BIEZ=C6ME$R$AufEKc
zfDqm}m9^{HCCf2oz_W#{FM>+*Zc{6H{C{-4bzIb6^zN$&QUanN-5nA`x3qwCNh1yo
zBF&Hj5)#rev~(j4QlipBBOL<LB@E$^cjNbW&b{Y#@BL3_P{%!cuf5juyx023kD9r9
z?B(4vQKChPL(*RfX81)X<?Y`QIb%xWGv!Lor$dhMWm7@|zIcZ<uD##U|Cy|i=8~Yk
z9;3gPp|>DhTBZp8)2D2cMc=e5wAR?i6n`_v=)b9jN;Vj^KDA_s{f+e!lKuPL!1@X!
zk_9JgawqI_Zm&=x+PPemU38qrt=bkHEPxrWzHYP=W``TYAQ198h}D%)`v+@cZgzIM
zT20?&^>Y2wqF9nNbsY8rR6cG0?7B9nsYQylg1$8Axcu6*0lSVW^cZpGfk#u4dEBSz
zcsF{*RYOUSfsh}k?_4|Z7-7b467hK`E64C{l^l}*S6jYYhyr$_3YXU>DC{kC(ZpR*
zPu02UOAA(vfpXWaR>xWi?&GtMqI}S-GYh;mhHYY_;#3yrJYoEOvHF?CPIvbQV@6!B
z*I|SVP>^kHyHHhIU%Q<ME;z_c+9oDZf1mQvQ4v!h@@(sgE6kwny~JODySiVA)Slo{
zRZZLV`R1l&RP-pAn=+X9UABgLHuSGDAyEU&X90L3KEIww=gBpyR1#p8ov}nC26oI@
z&FmM<-LF}-w0W3;!E(BdrmOr(adSi6f7sV{V`Mv&H@kf7i3UdxhQ5$+gnf#!u7_@0
zu#ZtF2xPCwqh6@}!eLb0ri2WW5@V6(F+39E52|Gw<4MmWnON~rH|F#hVIAFz-}&w;
zuM$j$OtR<FFW1xB%GJ!BV-g}#yx6F=UQ}5pv--|MT4@!FIv-n}&0T$NGKvif=*%Lg
zf=$K04~bse81#z&?B_}U9fvBd7@do<HB>mPr*U%0=M_Ui{mWhEW{!=LC@+(P6-H0l
zGSQ<~{;HH{P;x9m`z{@Xob4M4UuqD3hDyeMCuD(3Wt~mr8>+<WqIb{(IY)h8+ap>*
z^P14|v#5YA)U+ERyKc07zwAh{KB`F=O{J<|->ZI1kLC`Xd!N$SKqx|7Tj=)BRZVzA
z_jjt6((`Fmot%#@JbjD$t@<vB7a0p{`x9>H!gx*m+|XW)=k8<_JS><g60viT*QY-Q
zJ#iS$ouR|E_t`s7uxpoZ9>$bkhYuQldNSPlJ6H3EB#X{v0CCJcrG5AYF@gFscc$+{
z>Gfz=5qJ-XPuMG-wS^)-kWyKj4sWew?p;Cd>QO%+8<RCkJIjK}uRoql4x&R6r*BPv
z7;AJreYcG^W<#__quJdr_!2^cCHtA8p0H^aoST4pLY44<R;c90hYxLL6Gu!W9sKZ!
zN{tV!zf9L?H=o1><!F24*f|~b`MRnGSnhw0rzDBa-6Iyowj*<K#=4213^8<$RSf=p
zh9Gf&AZa3zpKmqYnYK*4Nv_!%6x{zPfcuN3rvM%^95IgN)1vsO2~Ej<(3yIil&X_~
z0*M2^m;L~<<bEvEnWv0n!s&Z#vHY4*x<c6NZl23HtNep6mczu7gc`$_t~IQ=28X8H
zUifYLk;@ka#uS|{ZQ|_;5$QEbJ8<h%JPD-Cx_u<3o!2OH)f~N4%z&$?4bjz`p{FZP
z=V1I;5VK|xkk2Mxsve<FS06<`zGx2`abh5?zNZ+~txBw<TR`-MO73q|Qe`7llFk!6
zekb~?uj1Eu6zb#KALpx#$kzr0F$dSJ@re|aa&XnCbj`Yr_i91+lI(bwp_Nwm*6d5S
z!V(zPX7JgWj9BV(UEC+59=(|o_%)&>6zdBy^Kvsc_(@wcA)i=~#9qRqlW0`na*9g-
zJ=A@j9|vo<xVNVF-QgqN06BxzGGSi01kvC(1_f+`!1pIF9>CQX?F6~tQ#5k^6DTy7
z_VeyT7*M>?WifDAx`v6-W!FLG_wn;L7~GVHhSLZ(DqoN&#ZesDtA(1?uJ%rP!3?(!
zV%O&jotYrQ>&+8V-()>19%?R0*rp`us^`EwJj;d29Eh*P!VCtPMI?|#?357h=uTV4
z>V|^2`zKc)852;WH7PpkYITy7<M36tqxTo-E3cWj4Iwm#_-~>G(Qu!lB_l9h<Uj<@
zGf)}YJ@<sp%UAg7X;k5;aoGoRWb=vDqn-a4Brkq}{SKjjmST;^-sdsO`qA(C2D|qG
ztHqf)e6n+W_D-+wb=-AN|9NcB02QdOWUKXAq_Z{jEFCL$RPo_O!x^83hIrCn%VHY`
zqC*a-tP=8hktT|RQ%@!OWeqW->1jIomHHshEBn)i0ytx{P`KMhbuztef1?D06yl5%
zd=)CP)wzm^Y&yO{<6(SO?WOPd(zFG1Ci=?MU!7z~mJeBmDDWEi7py+deo(8#1z##o
z540uD<s4N2caTRP-XYnW-UsgxDU}->PRf5tGkzIMVYASLYO^kVxThFt213ijP;((W
zhPU+~%v{?sBtN|I>bqP%$XL7%h~*QbloP349p~~lv}WUv80zZeP>TzU$PA1{)gYwv
zkN>>O(Yud60O9q<P+u#QC+c(G9Td15i)w9X4^sh^(({s<cM69hoAcD2ipo?Wzt?B?
zf5*Z?Yrb!wM2YhlzQo|6l4<B{pHTDmQ|i;&a)u4C_#u3!MqOb`(nBrbE|Le*Bs3ES
zAPaSM4yPSQ5n#%$Z#i(gOIoa<5{Zd2s|?t3E2D946C9!qV(_UVT1~0T>K`=O5IJrT
zb<_QBowRmNj#TKQe1~w2<KIEBlvua>2G6NwJXvd?x7F02N)DyK$9%S~GAZvRZ@<__
z-UW*;TiPppmp#R8M@){fYBNf%vi{hmr!i?73*iZ1tn33U#d0ZXNEMcLcjK_bh0uF-
z6qcR5-{eLV!|&2^9-5-?sYSDP1{Acty0q%}ZO0QV@rc~R+DPH>4wB582eV4oJn8cd
zi(wHhu}tzk=$gqyG_IdtQV4{iis@BYiwAJtlx``L!-c*(d=U$?o7m2&Q78_u%1x`@
zG!fPresQd-!;ddKmBQPv;K#4rjbO1xa|oCs9BgXOlT;^o?J4=PDxrBvB<AZLhWi^i
znk!o$T`0Sg5-s$)bz4W@?31n;8;GpcK8F_YQ#PMj)_D7fC`Nk$3NpUopHZ&_V__SY
zgCo`)#Y7~TuEy5#V&j>S&lHXBK(C=F6>JBUBg;KTf?6^*(}4?vlL(I@e@zaj*9$41
zuTz?-X+VB5!K3vzg9%A^@N3eB;q%BX*+#3#c)MKVo$^IO0mgmF0q$=HI<m%;Mp*tn
zPuBd=$#^l)fFZr^qXIeqp0957Ec+Lm!7_+CC8BpA+2gawXVTWGZvUAP9IfFs4#lF$
z;Lf)35GMWZVDsLD>fZi0X)Co{gu0u?uo7k5hiFqMejXIY!Z(@p02{8pK9(4Zaur$9
zi{HuBdb0D|qM+DVdXILf_Lt6nFxWD<QSUw5^*PKck_ckBrm|^F{Hyupez0DzKQ2({
zq<%i^3sZAC{B+H;HU2~+vm;1>P9(h!Q)Yc&5|oS>vg?sqDUy`j-WR?j(WzWidz_h4
zV^qJ7F`|je>;6BER%)L(Wz<L1^0AM)!{tjNk!Gc}Aj9jfu7FX6ka!MKEVxtg?o-L>
zqW2VEax{PV3p|$!IPzJqHTrTeY)_DoH;YCt4`v;Cj<B`|?Ua247!luj$Qwtv1Us%b
zOMaUYlhn8r9ny^yf>?if@l1CSOAEe}qvhg0mS=wafz5)5(k|lu3`XH3GZOc61j2gh
zAYp6w;`2KNXG)hkmQ>lwU}eoAoFW%$toMj){kFr1YUEE%>4HSg$Nb92PVw6{rO%&1
z+ZBg4bAz`h?$?K-g<@GtJb87L8y;K@PNs^P+w6xTc{npPQKX?@`HO5HjTN79)A{k_
zj<1VdBnSo0RFa>F|2!_zVFQ=&TgCv4EAa;&7Rh+8!AODluN?6e{kK}G=54~G8P{6s
zZ2`;)re5EL!-2H~DOq;r0IqN?=hF>fNXm(1=)RHUwKT$PHqSn4$6wF&(`|XYVDNk^
zCgAdQw@Iq|It9Bo?zm5Eu3N!7W!gJIn7pNoU|0J|GS9sHneGc&8k0;km<edgy)n1-
z^j7jTJmgi3kRgtj?5r*3XlvqV%il3q@>GDCS#>>=U#0B;mmd5ME?gZXjj^y)9)WSb
z?7E*0{P3_Z!|dY*?6?y(y<PIN#UmWrB1`z8AmBEkyX)^R$miL#tRR^No;~#)e<I)R
zPzKc0XT83*dY-Qgs~!#MNiV_661Fpb;s>b_vTd@>EzS<eL;7B?t0$LBq_{f~!H0A}
zDfDBLL)h4p=MKc|&+ZoJFZs#sNOh@yf;L4AQ`zzHDT_K!syqlec)K`mtl!LP0HL{}
zwsv(yM~ivKgbbt%0^2T;0%9g8oauUb;ZHXHk9bM$=p}H&ld{>BiUZfZ{-R0jWbkhq
z4V+?POx!U>q1+hlA4U!Bxh!yKmf|D9sRdr|e2*~}#d;tk4ofrHGgI;_??DxjO1<Js
zRYD81$XPz8-qrvVp@9!$A@TE49873x^h^k2IUfN$JJbxjD~)dyvODm~^37rG%o#XA
z!%3VSFI$P4f6@1ctP~mh;&iKNVYQMZb@ZpPJ!fLL>H!&-=DXm-hgY|N-aly%maSB>
z$cyZP_k0_+5vlqf_t<#I)34Aqjbb@1XXrc+9Oo61LcRk{muY#Tn2d3Q9Q8kO<?tZ*
z*@K@2EZGQx#5d%ssFgpJ6k#5|uijn+JaBN$518AKzu&-tF>yr0b&aWTNHc$p(T~5^
z>dd$nd9TYZ6Q;6$j}F@-PY_L?_^!%&URb0NT`fl5#gAB@dT5sJwbwx3f<dpZ>A{co
z>w#YXTZMk+Fn$Ov+NHVBCy|ikv)G$Kw_@f?6T2T-s4q49mskFMb4wwFw+`A8aM1eb
zkg@dm==N(SO>YCq0v4!VM<h?ZsA~>?ME_G1o4jk|*OUDCq4k75N-G9vJF>W3=$pmA
zoXhwGhcOA|*BOgKv=k-HuhI8My`a(qNu*QdruHmN2I7klDa5RG*WxgtH-sKD`q3Mf
zfp8E7YS8GA@?kN3WaJUsQA7G0?%|uY(*bGe+UfLQ0UtBjyFFHZVMJc4qJjobG5QXK
zX;`E*fh=;mt~F4A+jJFXJ16cjgkSq%`T9-dG!~;2S``U|z|*kSYVc{}{LyHP|FP5!
zQVRH(c*u;W#z2Un5OiqTDon3z+5f_%k_@%7a_K^fj5nYEzqr!*$)&@Oo~;)P2caJo
z+`?zPzzSRA*a$+Y@e7~SZV6Wxta8=>8?z#lz2vjDwe15Wd`wc?NX(>Q)d9BgP=6OB
zezP_E^L{4Jvm%w1B$#c8;w5?Iqk?4pP_1W(@xB-OjF>@Hzn`t!Qkd-JMHGZ7m#GCQ
z5MurVT$J^E#<A&;^C@I8a*?X$PNn=huonruNG`aiK8ex~u-Y)NKn*2PVsTsF@yVIK
z_$gm-9QQ)kCBVzzjB^o51peP;qj~S;r`H(`l6@*aS={YXZf`ox32d&-W;9C2Eo}2t
z)kEZe^&sI*xT9^cpb|8T&oGpGEYehre>vc_{UYLgak_tJwwT+|K9sp+{3ARDrQn1+
zi^cd9tqK>?0YFu=tDk0mvYQ8<{u`d>7Z=~})dSjAsBKI2Q@c|WKxwyT1c#2DI{pui
zHiP6JM;nMTb{!Oeu5D~w)U2qRK81%V$ozSakQLN23Y+53mdkPyr7KQk&U6s{kn4hx
zl<P}G&Q#~1)bs2pY-S?aB_)RI;k_>OSW1%mF{aI@rb5|JQ~btQm@xRN+ABh5>S7x7
zqI+l~zUoJdF`98O;=woC5eslUCf_J!bVxw{k`SLJ3%ug%rJR7ZwEA-$kdn0EL&`=E
zxd*nebFHZ%0X`t~H3b9NdBq`Kp;Hp}xAIx<rAT)lktDS|m&^$+4Q7&7K9L3ozUeXJ
zJvwAan5Zys((azyL(3{Pb|9eCUO;!~f5icn;ls*CE<dBKe9)pGU%FrM>DSg%#K3n+
z5*#iP<2cd>vMKsMzrtm|SJ9F&-~%i{KP2his_`Z?70;>o@%5PCwOC0-C%BgYQT?aS
z_syG19;A~$GQFar;sKV3?_Zu5)T`N-ec8{P+rl2r-T)pWt{m+1ves70h7SL$^F}}q
zzpQLKHC%1>I<(+4YH;X86Y^QQSj4Q}P`3Ghvct^ExA4Xtg39Sw81q*d!3LpY?h10b
z<mTc;<;-%Oh<@T@RFjg^%w@yk?*vp@d}W42PwcKlW)Q3C@_tp#`}<xRQ7g6)d^Ta}
z_*Cmrfpi+;7jKu89EKaJth2&-txQvWRo2LE(W3`vA8e#%y)v?3qMh+C)-5BPUy&!o
z!5gRf@-~%v_>g2036C@BSAM~Nzf7h=hf7Tgx^H%T|Lp-Zq(}RYJ0WmqYaVF(W(mM{
zn3O>@!N3%2-Kfetm{ibEDvCUR!NOM5%F6E9O^pSYGHtTk{^e-czLu+bc?tm6^C#d;
zS`bo}&HxE*Sasw<E!&o4b=giv{2P*%;R3g87Hswc6_)xKC1pL~C!XWHPCW>g?FOfv
zYQof>TbGr9$p<jdxFy%KQ|;@~Xq+ZrmOKv@9d|XFZh2|prGT5O?(lCs6j7I7T3Wi)
zGH<`E!Qiit)y1W`2+#_3e0(m97LT6HuTb&~-#A4aCwxY3Fj$68lb=)-78U|Rxv5E*
zo10rg;tD?hMRCA8uE%&nIp$ZM<wqGUrRK=BFX0MKGbfnH+M1f;=G@%e($Z4X8<}f4
zU+kHX+1c4`@HC3}_;2671z(;f$~PyKak^Tkw6sbmSSBuHhMguKhU)_wPfxE~5B%gb
z_RJgK8<V7DZ*p?-;^cdsvh<iigKO6M0{R(;O4=w}&fB|Rlp}i`XN1+dA2}yd(|X^6
zdm6+4!}$#}nhPK=?hS_4)YcME_r~>o`1JTurcyX0do(Ajdh><ushTanrR!<qTXO)w
zSvJU&W06ZCF<119qw{idwM|rISCno>+D){>-e{vGJ(|c+PSw?!kbmD=5>y)hA-Iu7
z)Gd5GkS~#S)CSuSAjT84J&B?v@N;Y;#lTno+9<9BZZ928?-7=eSu};m?3!J*_=PT`
zc`mc;6!aFLR<I%|PB!@!HPF}B*V`-HRJ;FYC{Nj=*(UMrMWx4D;b#+)(M`6N04L_3
zw>(woj|Smmhgms@T1aXBQ|B%QWq!t?&5u_qL)5LhO6NiVw<OF=0tZwqm0rvEwfuJN
z`WI!_wH%g9;~bfw?_6)oo8P=0@k|mZp-arvwtH95&C2jp)_0zMu|{mbsJJ#K=Uv{{
z>SWwrN(Obz#O7?nTi@Qio#FG>KJgtN8}jSW%1SOXR#F1>Nfs%T((8@1;5A1l9||Yx
zXicK~KVwfuWC`N(zn@k(`ElggM-ec%_L_WgD|xv&d-WAl^3I%-tu3!)HJiBE$PLY~
zQ|&c)sKLS)_hG4<%i3Ydi(8Vf`sz;}COh?_{^>~jSeTYdEK{#({>$Ie74JULOZKBa
zO=$H?)^tR9XZgOut)eSNb&;6;mhV=$irkR8=ub28+A2s%{rhL$br`fDI3Q<_%M<aL
zT1@5_;^1RykN6|{b@BUeb+9jq6R~5`j)-@(lJ--TNhZ^Ewh0bXXVw<aZ+Q^&=@1fA
zuRy%&W=D!Mp``3FG<QW!^!Dl(Yyk2oH(j%{9$_WrBbay#)vqv=U)#NfJ#K_r5L|!q
zT=4lRyw~B@Sw_vKg&b+kVXSoDysS9A*U_?Am#_OPt+|R0ir0Fz_!JF1q#JCmpIzb*
z_iN_(GY^f}=yUmjFE@ZK&<z{hn<g%@hsW19hV8y0am%canTEs~NN<(|1yUR21}D^W
zrl0iqLC)fEF<!-2J<ZXgb_b@GiHnIkdtbosX6vk#s6v++4Ep4+4N#9jyOM0aH*5V#
z=#InPM^RLYb(HReT^zralbht_igrthcZ!n%#Fc^T5P7e&P?d32r&xLR5#9&YTmRo)
zXbJwcq3#BCA<~qAFZZG1vxvX*wWE`BN$jsbdCiYFJeFs!nz`#U5Bt0w@A?I$Ls6Hi
zF1m(y@svKI3DJH;lR5|p&vm7U-Yc|KnE~$akB7GqpJfytgLSIc=A2k%EYDkRmJZZ<
zIzY`IXa9l4x2}E^>plO4DaC5gQ5eu2jVsn{Jl5qhEO8d=d(_7gEsMaBK#CK-zuClH
zfq>%ED|vXVJYbBXuX80ZMD26`H#NTCG1l_D+(NB>Z?@c~1YXPJg2Q7rk+6X+^t`g<
zp#bmL{MD{Ap%tZmuIEmSEzcSowtMEZlbg#HxJSIA(hz3EV|?l?qzl?^G)iGS5>7P>
zUf0cuN#0nv?lmNoVuEsEy8e2)+A~|Mxqp4(vb!OR-~y-c!x%t{Z9Yy;!5t%p7vDJ1
zf4$jYF@dQyo(38Vobl+S=D%a|&CQ+SYL?6{ZyTgE*y>3zdG2MDE91?u<yh!%A)hDV
zOS|SUD-_#z&x~ZEe+px`(C@0e#(n}{wB(YZ|8JnvnC!sTSIy)`9XSL#kH7p!HutgE
z;_UH26-p;);Sr65*`M(E%P=aP{_mnC#K&Zv+ASsYxy8oRnCPyM)A40>Cw6Q8|0D9O
znmj0yojskEotujd=F0V28#!eV-NA~`|G}Eoz46RW@HX(6eOVJZb`ZUmr4`Ufx@CYg
zbLpJ#Zq1+N)J43nE9jrF2G-c^=6E|YW089;b<!J1D}4F;OFx$bd$Eau5JVBy@P<hJ
zwj`&(*)C4Vdln8QS@##6&O)Wy27~UDhqCBRSYO#M&d*yd8OYo4mByPDzm}mws!YC9
zY1EK1KfT$w#XYOVPp4lm2dJk?1;1t7;l5ts{*#fK8vEPtY(X*J2UF>k>WYB|g_XIz
ze8Sl8QvZ70GWqe+N?ZZk+;)#4Y5vpIx`ol%L2rcM=Hq!Cz0?l2#YNFgsyX-{SPH}=
zvxm1^psy77MZ#~`kG*>2>6FNo3zSN$%@-%>?HLKba&g<2ztfk|@RXZjS29%@z1leJ
z&zXv$6e{X;cm*sNnynT!i4=Y(L6);-d2G-1j21`_KDC0+(DK2~W#T&s4n0w|N_w@+
zV(BjgCu;GjbZSX{KESYU2!hAj5LrJ7PWx`d%qQwfflJ_ipXcuB%bl5fjjT$pgczs$
zIaWvPY>B4Uwl_*7N%0<$zvRw^?ve3Hnf&>Sx(xGmxht7{^AHrJ#BKUnK?Iq@;|0(1
zeoGPcrlQK*Dli-C>9&lLZdnHYh^5L*U1_J8$-*~W@frBWi_PcG+s-B{QO_r~p6Nnx
zLqiBt1-pzHxoCTE^%y@t#nUbFt}4s$cHq^#$@czzPTP3Dvg}8MiSUHz*UJ)C3oDgD
zL|K|&ny$Bs)a&&UILH0Kv8fn2e|4U~(a*XwSeHSHwDe9fHV+szsHmtk?EQ~PFRt%M
z2*!6MzU;G*<a}bvbs?^VgS;s)J7;R9>is>*9e^5`Z<?7|x*S{r<j<w77dhkJng78V
zY4LZRAAgh|*}%o%DLX7}lsvC$`7P}iZ1`T+%7%O*e+ktHV_o@*^)NH>E*&4M!XF!z
zj(N9K+OK+#{JWCV)kxt7v5O*39T~?%sPoMi)+S9Rc6Sn#)=>`$8rAmGV`1FxG1?oc
zGV2Dy-(I{+YGV5QvoG!>9;S!%SbW!uO9<14%w5FI_!|588~QwhUfWv}_&U1W=woPF
zJzfoUIem9DWs_K?nt!Da-qcL#;~vE!WrvAkvtw*mYF2w|x>bV5S|JW>mFDK7@|`qs
zKssM!+ai-^b5l2{^)MrDvb*wDDR)_5d^DaMT6)GDjo>@WR>34GxTk9OEip@cEho$5
z=c+~GmW~9X(xN@dvtQRP&+sTEt$B0ir^6#Jwg#}^jN)j7Fdw<s--IMma9+I&I93cm
zmoF;IxW226jy9YI{FJcJ&>vg_`j9(|O=Kaap3a4?6bvba>VDhW7I$x3SW+6prkz?3
z72;b<c`!DVZdcpi#b7X0N<ECdY`<<I3d{Y$*2T}ZAEg&Ubyd@hy2(WW(~L2Kn4kGA
z<)y=p7vTHCz=dp)@E_~gFxS;&5z2&t0XokGUQ93XEeRT%xzKBlX^F|Gs7b=7kPlDt
z<pt<Q`Fwc4<;zcXdWEvXY!yMR5?6dNIEzItPui}uDBi5T5u}VN{RILb@I{a`nwRt3
z1a<(uJmme)7$D!;$(K#C4&ZV#mTC58{L?w&BRcX*WmrU?k4qWulSbg6RkH+oFRs2?
z?cEuY1~wW@h2?C4h}mounD718GQf~XE$=LqKq{}VO`3};<y-rEnrvLb6yq*jsQ8u9
zeJVY^Ym142T&z|>fRPT_VC|pP`>tYAftHRiymyX){Bcb)Df=gF6TS5On~b#;l*PpD
z2L3z|^=V~Zxj5M<s%a0jo%nL>#{JEf3NUqPenc(e0v*nhIR1l7BL+l<&mro#NGf_r
zb$dwc;IdZgf=_f?3JD)hwS4={{^OuaJ(QYUDO&`ZwZnckSXlb$3oue0ms4q#9Y<4x
zfvCodP$VuX$l>Cco}6G&(FXKvqoa%WIv%_z9p9hp%6-cy5zVfvlRv({)AAtKhDLtZ
z9l`@K^UalvNX!8GndT3;;vLH=dgViG>JhX}xYL$9%TsSFhBs59Hi=k|DcXYbGHRMH
zV$fyQS+qKWzSg5(<*QgO{61%ucddOpRLHq{;e;KE*pP7HIuq-Kk!TKWNN%nKi>iDA
zJHPO-i48xd_Et-dG8w!O5|oegqX0A{32%_X%*e#pL%Ct!#W7%3>cwwcY^Sj3?r7N%
zB~jR=7-tWg|J(<<A~@=bJ2v)%UiJb@9m1<Qnmj|Qvvo#BgI+$!@I83U-V-N~UNDOM
zxBKI7QaxP}o)@=WwD<e4=x)}`t}UNbzq&$Kl4<RNSJhj*GVN$A--N^^|KxmCy4?KI
zyp~gO*v)VnGK>*$a~7bk>o$S(dnwrCYw%L}M^H6cRWf3Lhhhu9f%`c+Nmc;kwPXnw
zY1b`|u(Er?d&)3))n{hiPTz6$b^XbE&z+!crWWs;O3lTtmSV~VR-vcIyPt}$B~0{Q
zS-w&Pa<!OYSVj*$b>0Lr&Ogf~F}8>4<j#rVn6X60Wfq7yg0e~U?5<?!mN@IXxS<I3
zLVs-d^o6{1;)gc&l0%gQW&PqLZX9;&z17;7qD3Msc(zvXVn=YsfZsC>wumnrIx>~N
zb|nj+150CMsBi+$(9})`2PnIm>x>gQ5kOe%amjuGNTTu=_u(nLNIIx#fX-}7zcj+0
z!L2T;FBK++U~Zsjy9F`ou;hO45k@OrsMI=Q$%ygrJTnV>!C>KR_4l-8>FUkuaAWr8
z&o-^qq#?K67b;7soJ8!G(>;=*_aX^m6M03J{&oxf2<vL<wTLfoe4gR`0GcJ~x|q&)
z_eqVWnWP3>C`bns@AI#u^J4$g-wi2znk}^XV&s7Z%smi{*df_(O;mI?8yv9rHXS)w
zn)q$;7@zU`Rc26nItL&LLt3|lhhE3!i1QBS43*wZifS&-ByQBVj7FDVKS9VX{gyjp
z3KvVzWM=V>^Q4DxDz{NOZwOiyHDHYMb!<dF{sd{?kgC3IdK32Xi}Lez;(_{;L$Z<Y
z9!<BH@88>SX;*!8jE&E(a*^#i$~p~*7(Ab;DSL34D!aA(W}nZqzhgxH(K!yf`5eOX
z_2Zg2o8$M$MUNFnwZcJCc^6d|o)1t{=C4O%4Q-Z;z7@gKQwla@dD&rkUkB{>@v#GJ
zDK;D@o-~5~7M}k?iE121t~j7u-|i0k?Ypku^x6p$cFgoE4+-D=G`mW2K4mY@Qvux%
z7Ps9GN_xc!j4=ea%@5>Gal$8MOvndO@2%2-j5>B5k+EzOFOl!kx%<fl<PCWVBFdv(
z#0?W?pJSrBNg&*^ysPulPR?Xd`)&`&7<RvYvL}B(1<Y*HfqQeULgJ<7NY?Fkyc?fF
zyG|9Rb#!tOcd40&)hMJyq^mr_ipqPCiIZd9-rSQ}%sNiIAjGhK6%I2AS|OBZ)FkG`
zX$B;HFfH=ws!w|kcsNpY?(SnBokuz~Q(bMd#iKiX?fR+_8*aahSKV?(hfcYM=e})J
zrr+I|cyaZXr|^cSb=zS-Sh8EqMbx@FN0Tz!SoJ`<fYU=mtPDET2(AcBPySt4HTBGu
zMJ9+|?TT{(?3h9&5r|&ViYjnuV%Ehg(;p6Y^V8)SyWej0PjoObrF;sz{R*ZpMQ2}>
zhg+k*iqDGE?@)X3p4JnlS%uC_^CCwH!UpRJu>}7MB%g1_8{HS5LhOk@?orVNT<kTz
zex*v0&DUpN)s|cy-nQfWG2&k*!+ynWCxf-KxsnTE9_PaK^3QIE577vfVR7G*!lp)G
z11I~FXtv5!LO-NSS9Pq88!xQ_r<)Oy?W1G*<6xY7MLIi{!vNSnq^>H-QLV%Ual=K-
z*$B^P>jJh_Llpn=1)t9fpvNq~T<Jd8+B*a%E^?~+69>w_nZo_~9v!L4QT|wpv>JN7
zzMl+qz#scJ8Z|w@Te)b8WL<5MI>^=JDXqcZzp|i(`m<v~2ne!GYTUsyWxPZ${K4td
zk#UX&@wv|Ngw5W*exms$X12OPnFbqIE-R*VQ8*ELX3gNq-D5<Il~k!w?*@yGm?lVJ
zVv6Q-ZsjsJ6{VTZ2ooUG&*Oz4T=B$b6MO3kKk|Q^#{SH^wB{&H5eQZImkPdE@9-XU
zJnWRjI(535bQ(2t%pfz2iOW84t$qMWIXvZbv(1oyrN_2#;=7wP3`;F<IcQH;{<|IV
z@+CvaZ$+td&DDn;k67SUT-$7Yn~D(xBH@qN{r<TCJP8h^d!Y!h`QLY_oSf2*60=Dl
z3q%~xpZb2!a&I-&zjbv%gIAY+vi~*E2TzlwJ&DGP^`8A)<0{^2+YjtXEuutUptnL#
z)J}#y>^p!v*>8I&K+=~76`U1>#a^eLytR>d;_cz1psald+FolZj^WQlWM3(#5?7Z<
zfiA%78j(G7l?|4$HY!7t=*oX^nAom)xa(qQ&0KTy@mf_)V(JQb_ny&?N1H|&G&+*i
z-cCpBRWWO08rJojL-StWNrqLnZ0(wzB`UeYh(2Z1{QFb%B=B1dYn(#gH#rs?;IZIa
z?ty)-BnhtsA0FhXa#j-yu9~hd00m_c9&<3%Up0<1J;?*@M$BcQ{vKR3+@}acMLv^T
zq#hLxxS{hNyrn+NqX^DdW27osFDMpc)6(pAS!27U{sv2ZRpb6*P=Ej9Il;{z0#d2t
zPXw?`d9zk8UW4|77l#XWQ4dxLY1&^Z1L!`KBxdIJYhd5ydT}5hfiGH|MBVw#O_9!)
z@`n_?;G`Q<HX;SuIM{0Bxm25ec4Vm828%Q8Pxm}lDB&K!dxxM2L2P`aP2$SsdDSVO
zNH+TB`||Z$A6;>${Aw4ThmZqF{u0H~&DU8c35nk8kchwOzdNa-J7Zz0jeter)WMmc
z$N76;?O`zrD5%2cX*pUR+cjcRKHgIs!F0%(Sky%#v>8AS*^^3O6AuZ8orBcn%&~Ij
z+L*Xzwb>3JXcFl99K(A+KKyH}t8KzU(#IGB2cL?i@+n^8!E*?_NH(t`&H!b{+-}&z
zxe{cx2>)xP$_M(V(j6*j60=}rf$%^6S*cDr4LP^dak&4*jJzuIvG@n+%N%MqmtgJ(
zm@9&9I221-EKsHac_4WyRoBo^6U2ny#M^(hN^|qK>gK#E!T083$*KL!PWkYI-8Sk^
zm=t2d@U`5hl;Ec|b`ne37Ni6L?=0VvPHmrj(2fa1Aag%KIyi2gc@nV+kH~Tr%M*>T
z(w%mvy$1Yf*Gxsr)TCXBt7hA)rM*^bPoj8bFKH*!$<@{N91`o#{2R|f{t+Wcptt^j
zBd`t^sQJ{;H)xXHSu$7=gbu}6?+}fG?${#w!>T(IHr54An;-3x!<dJ^TAeKqoC$lp
z_2GeDBR<}gK{u>{y$P;BQAw@uHxg|-p&;n!oHiEmk<e|_P)_u>1&zZ$%8Xf073?R~
zjDO(-*1h_|%eK84Wu`J?IRo8-c$_k~<Zg}Zy;)3t9C<W)Bmv+B@DiQWfv48|JnC!y
z4bIAfRyK$uhIW|m5pzEsR$5o*Rs_+IRDt2G61mRpH+>E#wW86!csOc9F(LG1ca|n6
z1=FQoJG@NmCPG~;-T1X1D-*;FXUjj@?7m4dLnVcCW)h0|KGth^j)(q3UwjBE4$T@G
zuE`jhZ|eb0P4voalI+mpQ1f#?UF$ng$ueEj8rff($FxR@&Zg}H96p$9(c(6VWY+!n
z<<>D%wH?+;2Hai?)V@^b7j%tgKy5bnecMZ_RTfMnVC=BYQb%rT_S>1)Dk4TKH=326
zw|h^x(BvVetzxv&+uI}o%fu%pNu^7>Eo}4U+R)3}S_A6O8@0e~FpFj-y-vlCqmZ4+
z85h@%FZ?oIioD+X^~t0)N8D2m4)l60x~3BYOSjRDRmL_;3VSh-vJd;R+R4W2@lQ1*
z0@h1KyPt<buhzCw>Gv$wpg=OB2UgbD<%k|n^l$Nal>%7Dto}kDMQRE1^N(DJ_F&xg
zqU-%jsTUEhlU*Zy0JKeAeSM+yd#8PUN^e*-DJ_N~5)dg?p3no$`1(2Ng561_ielqT
zfxP!~?s&rBa799lJS$5yk6I&HO?eHx>z-yocAwA?^^Bjq8c};Ffy9S%50mReQRzfP
zvPNv<ZqJj^2*D+E3I~GREw2J&VV?6f{>m;v4xyrXUO%XY%Okvc<Xe;qpWT;UPak%;
zkusD721(-8u}2bml7p)=g+dZ~w9L`O>G1tAz5qdF`xe5dZhmiNVFR@MY2okuUT)Ep
zVbo@k&ZBG>BZb^(og`bc`_`b~F1L;W>yRnUYl8QP7)pPQ+3yZs-WMGulQmaMiU0d=
zcFA!t8uMNsOojEf8i)5oeuiKjE5RmXhgKdD(OVE%vtbG9oj9A+o4t$v-=^cg+I#GJ
zjQd+Cz~-0?_TVjb`Az>uo8WbQ>Hm0(R9ZId`nHq5GOwWR$Ik?=UeqU#wQ^kVfhX1&
z&(>r337&ncXH_%pHqlyQrTQ(%E~MR~C~n=A)9c%NFVR0W-kND+w9hX-;&ggVGKgwg
zi{v4E>ixWI9Z}I3LK(^7LX0_1AMuB)%EU#=-COY;)Rge3<hv(!F7UmTqT>t5TK=3C
zgQK|AR_QW6ZfV$W0z{#97>2=Gj$S|df|hWK&?Nc@pOnkr!0|cBk~Q!DvKG)3t*RBl
zLCHFo1}rJ|hexBVrak<+XYz)dh?XXU_ZWlo^w;vk<m^6MdyUX*lE8#%Ki{_h#2??b
zgRP+R8|Qe`3gR>>Q!!~*cqK>c<7U3zh>1wKc+5M6IL?IfGOSR<z`T%v%A5K$eruws
zO6HzD4dfQ3{4U+5S_;RIovQ!vWn5w47=q_jpGH*8+hW$)FfQ)hu|uYaDhFC9IBdeJ
zaO+T^mU~&2m$f9a-7-6$MoV=H$hKRZv>j=oiv>oeGE7k%88)!Jc#5E+h5*r=ER;_X
z{?dmR9H*5UY-FNv=OWE-d!<D9U&`~K^JE}k8R%C#!%E_dz$#5kG`)gh-!^($f(wR>
zAY<_y`{`7R*A<(kW^tmUXvtQak{xDd*+3dJU?!O{0ah7!T(CooI6pSD2K=3eXA+;m
zAfnuTJ@E*|uX8#&{N2a_T+%-so)Cq64(L|+O7ibuj_QvvuYP!z0d4;^5?A;1siC2X
zj@jOeIS6u3?aEe-w_%eLu$|fsh2;_`3E=6bH&#^YpwSWWM>NRJR^z&p$T!<YRy%o8
zvPae$f=&}c{Uc9!>k4vFjmM3F*}fZ25XcmeiU&1~fr2MNNLYjlQOL)HOn%R56gOIa
zEHGhUUGSzHRPs*E`^U*UYL3l%8XQwNS$Yapze?uofR^8AcQFZGztI7~>iiE?uTE$%
ztG4JZ{+jNQOi%s(Qd^u9(&6fe3N2vjRRNl^<#$MCeK~p;N57dhJV<9uV|)nkJ7qIb
zP+y~21)15gXAhxS?Z@FN$z*v3O9<9@%Xn6WZH|ea&ZqF04O6E9;ODdamyf$#4|DhG
zfujZ6syOnaX`jj?dYf>)8KZC|oy|-l+kUZn;)w(NXEw1k0PMUiw&i%drnil9CjTiX
zB4kSxrA!Lruu0Sqi@AT>Y7u?xjb}qB?;aF_)BKUZ@5D<vMnWNz$hxPff$<Jx*lw}C
z6Jd47HSrJ;Z#hCVgVfRm1@**w3`3ELoJiZ68A#E>UFMFeRu1H~PbVgKz_tiGfcG~o
zu#EpfMa@ZPhmUUTs)Fd$fedj8`y!=VPQ;@#xx)yCA-yU&MUOtxaR!&^$kiD83!m^J
zaP_@W16;mebGc#Rr08oD#NhDuY+d`;7m{s~Wbi5zYMy#dCA%9zZg9UT?Y?PWWOx|Y
zsL0>Gc;+U31(;M{!=3ABRaYX(<cOk+z6mn<D06pPaEsk&XbYPhKT>fCVIu!`j&Yw*
z<L6kLCcxx-VXjX}&lk9M7aOOU*|?joUTTk}fTB-+-I}J6GcS$dqvPUb9XUQ8dC2em
zlO*X_6mwUT`BD0{{6kAYkv0R%Kn22K_zGw(ifSpsU#MK`Fp+CE{B&Pe{2`>{wdzcy
zIuYGY7UvWG+vWmF%C2e^HXQH#PonR#0O2QJB<S}*r1>x#Xs8L=={msnKIHGZP!R&D
z<5ZI8#-4V3OO*;}u>>+|D0YDkVbw&kA*3TGJot)F5UuvVdLpA9C*ApkFgyXVvFo(h
zR*65eN*`g$V;nnto|><jF?`kgWyQ3dT_pZ83)LE|>fN4B|9-hn!(f6)Bt!vlB`;$M
zUkv*aF70V$?{B-__A_kFnk`375S`qAw!R~pS=~>!3jdk9foCX(4VVBW0}^!jfz2bC
z0^8IT^HA01-|UdBqxd>9$%ZvUtIN*LO5^5lVJ<I!q`OyFUSDR_zxTz1-&(>3@81(Q
zzN9*H=)QH6$I&Ph3CX!5rmN6EDLa?V?RR)61KoRlOIL79n&uM&S#mrfqk0NJg9j4z
zhuL+PwUPYPoc}uZScF*BM_8E4I-sus!|!O2!l}rq@;IzYCnLQyne%@1BTLjuTKsDu
zQcfn!SWRPb=Km++;BJ|9?BA$lKqWcqM-7OLD@IIH(AWtvChS9Tl`9W<`|7vnb`mi-
zBIkfYIxryklsotd4tYp^gK*PmLSi`?^yGm{HW%)DkRcuu7oI2(l1etq{3S~*jXzp2
zCF!Dn2|$RAad8O$w+HT%%GI>rsb4&jk9K|Hh6&u+!t#peV0Rx>=LK&OobFwC9JF^W
z_&jmnYd@Rb_xV^bKMv0YlcoGzIM+;F4i&$gElwqP2iyc=-p7}ud;phn+n5Pnk|{Kn
zgNu5lM=EII)1e`I=n2qrDKGUvMZ2@TQXfMs7e_)p$U<`5H`|klaofaGnrF<IAa2!e
z`v<zWsdMrNdIDOq9zsk7+`2nE580WljrnmTP2t64S#sM7MYHD$prgoMIi_SSJg?l4
z)1C+{DyIrr*lbzkQ+U8a0$$6#4%+`@ngD6E_>2Y6glN6*==Q|c`jb0D`9qs0=AQbv
zI=BR1BCCg4<9B8`A`C&-lj}Hz5GTh8wl8($@%b2Ec|5(>Hs>Be*$>tAkq=t^Ihns>
z;QCO>HkJsY{1W50Tw1yl3E&W_uAjWL6wucsaL>||>E_{Uoq6D{*RPeC=sff$&ZLhX
zS>Dw%OU@(Fjy^g!9*}PZVTO+Y=SO3>DHhh=BsVOw6so2+eEIv6SRsCA-!ifhC)ca%
zcD~80qtbAzzq#)i{PqBLhsx75(kHHfF`D&#hk;fH^?$7nz#Z-a6z1M^*U^V;l%>{x
z)bV2}j`Y85;2()~AbUTMUHGB>e7mgfCHWYoR6L}|=VATfDshZKTD-lvdtWtH*^}D0
z&T_A!Eeytm-Ks5mQpZenCv1JzH@t+))1#k(kuJB|dGJ;C%|HV+Xx?dUd39l@=T^R0
zIq5!8OyV`6R3Dp{XP(GJV_EO9SFZogO=YX56NnVuDVx8NbUEkiIWw@`z(d-~r{;mZ
zFEll}umavbmwdHlS7~4v!{>>}bhC=$O3;_Yu+7nwdG7x&Pw0J!#Yd0U#ql6;!~nu?
zaleZ-Ya%Bh<U!qYnPKt#%`mA;I_UMc5L|6-ZHa}e3f<M`01A@+--AKwx1#{&imAd3
zmrB1@WqRxNuavA;2UwxWr0U0G5I4YGdVKjE<_}}lH+YsOEIE74bNi-y8E&q1yZ5ng
z-(U5_3}?bFhAu<QB*=b_wj2)oWl6(j9c+_7lTnEosoRygT=q~*<w>n?wK`&@+Z$!k
zHeYQxK3#5TY+%!Oc>~#g<+%~yh)#cW8s2?VPlsjE1Fpp|kDvWoJhjWoNo(HHq)!5u
zaih2-^P<VyFa~f9<CpldU2~)->#;gnbOR2&M_9kedNHG*ytUiUgOp+Yovp#qK;W4=
z!wyW*Wq4Ll+(n;}L=XLmHNrZC^Js;(ZplPAw=_o#q#dy+)>V3)WNPwHBdmm>TE)wc
zqvEEojg=sMmnh`ME9F>J;nBEjvi9s_@t-f(bM(}3EdZ?_ud;q~;cy->sEaSNaI?c{
zlQ>cX)R5?5qRMkMkNNmK``(f=aY)s7ho<fEioswy^$;*}5rX#t_xaCW)HiJ@`~;fY
zi5nnN(GVANh8Uu%&Bwp8d9TA36Xj>!rOt;Rdo{-4_(>p><f$+lsig58JvBHSgMb6N
zWh_nk;!zienjY||_5h+xR}0)SgxP=Vhq@r>cqh=Kv_9@RDat3Szxg4TqhBy2B8|Va
z_Qzlj7~}FcaScRbhH}fpeA7|1;|kAZ=4yL#Zma}PAjjN|gSCC5D0}vG%+fvl^2!d5
z1r!In0wWD1Y>iv8a*XN$ylP7$j~3B{C2<s3sS~R7oTQA^ZUWt6KJn43zdt5__Aw)^
zhqLy!_RBaV11DO-wajwkaa2Hc%#)oky8-q4P*$w`>*(%_cbVc|bM`!_Iww|4pt>1j
zL9e$it!a9Xuo0AzJm6OvIy7LOUw@jaU4qOyn2(t)vu*}kBkmP1ueaDVUi?5~gZdOH
zg^>DCslg%j(9PA^!$m?;EiUvr0r3VjmsYXbEOmTv|B!xc(S>83%wR>hI_Qn@I=bA%
zA>IydQPspjow7z<4-)*?>}eB!iT|!(Uy1#NpsQh!;MeU541INx_-3q-<uoBX0w$cy
z>9X;$E<80#n*!DbYWK<=@_aQ!ackl!di_ey{+8vR(EfPim>8GSnXP|ai7I|h`|Yo>
zc1<+?`pWUY(fX0YW<&-k57n>$W4XW2KZqDLl(VaWbBg{VbOyZcH2lnQ**U+^{Kdn9
z!ncS{8OMoDB(G9lF+D~eKclFQfpsYU&wRXE`16~|nYt<tkzXr;RqDC+I?A&`=zh>e
zsI5GS(uFsz1d{vdu#c5<a`Foj%}O;r|8#Ol=WGP@7%`sgbt5x;`QrzAdA-A1_Km-1
zal6&}81+Y`=0nc^s{*G(8tcOr^XaOSKnHTl2F*f8HQ6Y~BaVrP;P#(Us{fieR9rv4
zgmjo2yuW%ah_?9OmAt5>7sH1JR_@+hsij+lCpG;OC31OnTQ_F*hz^p$#O|^ALZDQZ
z`?<^flKn$CS<mWq7u3&oC|m<{Sxvt-qR?Ma5)UCu##8C(vjrjUiyFsvPF(As(K8g^
z(vs~TJlQSnB`{CLD}z;;#*690cobnl3eNp@7x5XY9Jrv-9F(_wh(dO!A1q0rb)sv7
z#~u>!ve&nU<tt=<fezVdqZ}|WbFcCr7`<{cJI;#v2Kzmt$}FvMrTqodSxa%^cTw0&
zHrGcczuOU@b7_eueXO$tF?tZv=LtA?<tBA>6~An6_7^V0z6Oh<6Dj0%{9mS<^bLsY
zx}=5lEo}*z^2?c!&WoFl&J=<9^8abXvu1`G6c%#yne5m%DqwXc29xY*xHV*!>Vech
zlp$B}PGK~QPpMDqWyW}_FC-goSeDWd`}1jr0GAcjFS_sIl>G8h@!5Vkk|0<Ox=V=o
zh$ij2kKXpAHB3rBEvE|0)r-w*GM8Vh23Kzwn5Y!~{#PL}Qf=L!D3e;vY1r3O-wf3H
z@ecpf8F~Jm9z4T(EtZcIfj)g~!~*(l1L3&;I4u*Jl4W}k#@yA{B-&WNbDvS^0aN*7
zOanI>aUaQqa;Ui~jDn;OWt0}LBI>Br+xnn(8BJ?K3TE>+Nkq9j{0MZka=e`K%-AV~
z-%)9?jKpqDlB47^OPec{f;>8c#Vv4`f|B9DQ^9zFh*#Oq*(3e`D}cF{z`VV^yCR6q
zuD121&H-Y6TAOXs>g8;2zvF=6<LxczF#UF1RmcPk?Nv$U>_Z?f!O#45T^BeXSC{hp
zjwdwly;EUpYuj$D<YE*6CKn&>dv=Ible}V&NkAMdyj=FMNnf<h+uXNTClSia+}ccj
zHSA_zmT$UkK=hdvC@cZQ_r&J~xV}yPc&j(uyGVl$uiERIT?m98>=Vgpa+<u25wyFV
ze3rOzUv}M^qHcHA(j1x5E#hRX84I$VUf-?dz~ZqgSI``&TqEAacVUU}jrUn+8S4;f
zzA5t;$$6R+U)3CbME(d19&p&VyLLt`lf2-n@z8Qcg1tnuhUnb)#TY9Q+zG<19s+tG
zVo^bhhsU2%@}AHBB6gAP2q&EA!m#)5CgmIEp_mj_ogGVL0_H$4!>4TWWhA`<LjSo{
zy9#8-S~;S|5R{(1c;%xC=AZuCk`Ml57v<+)&Q@K`Qhf7oT=Mt%+cDejcagq$%$$92
zGG#U_$FhpRIF&en5xfEOn8OxPL!K+GHly?j95|VRQ^u}%24IqNd->l4u%9I;`m+MU
zF_w<9wC&qL+u(E+PGk)^xS#{PoCaN0T>NUhmGHqXk_?-Pe=v)kW4*|PG+>Ju<KT~A
zM)lkL07;y6bv~b@xq+HBkaG<NjiQ56SKnf-S`m>6FEdYZ4*(H0>>X?hey}}Z_G@jf
zg^pg~bK~EK1~`5eH5zUP(P7?$=+mIdmCyedg+KGb>gmNBJ^Wwo=`6-N{r;KrQhDYN
zA`skd8?<P|Bs%>IqOe9S89D0@9W^Rr?rO}pu5nG8s_8KN>MAA9?<xiTAO1A=?np;C
z=Sm<g2&(HIjRjBn>Cp6PB!&8>?fb;TYU_64mY=AjaMZW(vvh{;;tsW%0r>)PGltD8
zex+AdkxWSDUwYMqFMIzdEu4)U8X9VBKdFe_=Js92ZEkM%wW9j=7Jz_QChDrHC)d@0
z?{7Pdc4FKCZ4>O=+y@5-W`HN3Te|k(1f#nv4)b5r41j6WpZ|P3@jLLL`H_|0<os+|
z{*Gkhf=BvPDyxJVq{GJ#&gW)upQk4*#Ngy^EJ{KEdp@Lm0<bvRjxpz7BGgTH#5nx}
z8oe~2i&9(`aePD43c`G%GI&1WJTK@So^|C$ov64b$bvTad)X;53hq=p?oV!XRDwmz
zuEIE<u&adj%j8fKSqIG2RX+1x?}2Y_KRin3m+G*!SW->6pp+ZsH`O>qk$p-mJk~M>
z#z)6`bvety3xWiGz>??sW_=lu&J)I{zv^olD;qG}a8FeQO)~TQ<31N$>|5@HmRuGQ
zqy=Xdmil+h-aYMiSW}_jeofC+>h#g8%Qy1}E46jeuARyE?d_lkpiR?#xbXzEX*&H+
z-g8A$JLSLRcP3pLaM2hrC!`Zf$N!K1(N5%Q`Tv`(eQ`T0T$#3yCCe+wm>T^>$?56o
z?QHO-E)nxAqwcQfQdtnML~}3oe8fYF+RML(?14rU-~G?e&jI`0Aej;%Fd$cqLH~^;
zjR#keQu(Qb$1Z6AwlcSnhK*Klb~txukKf;FTuw4xQBma^zLw8U_DV9{wkk}R4Jqz!
zZVw2`W+Hddf@`KR{udZt9BVg&`=vCe+@UhJN#I-0lQyVnd*$ZX2^l#}UlDCy1sLpZ
zZvO6JHLe@+znM&*aW9KAZYOKHvG!MZgh>eJ(Tan7Hrp<IlaOfOSwWN6FyhY#66)dK
zy<>8=#WlEN-h(vZW}jp}qTziw$Hc_+@$uQQPlx7Kdqz|v1pJ@2q<!KXPnMYOYhL>K
zvy1C(j>x<m=XHmp9gpLOG!Yz1`;RiNuE@XFM$Bh^^0-k{@_Z<rf*1Mz7=&Hb_F*6V
z%not0NVPj$@~h(|AJ*a`Isu&lY55vxP9nTYI{AD=Pb%^72bFDa0vFH+)aNT*hyi)>
zhOOiiZA(P(0GO6LgwfFT$$FeQ-kDv8$??OGD?b0+N|dCV8-KxtcumVjP|od4hN(_!
zU0LN}RIAmjCP`6nb7f7J@J&ObaQ$H(oio>4d3wEFnaS(4ieWwaIXzv_SXHmWg%3t~
zRfv|nO&S{W60T1Jlil8jKik^rF;)-z(H_dvXjOJQ)JZPtpTkI6?e!=sDmKtI0GYmY
z?5OhmTIy<Cip)n^`fiq!&)l4E9S!FHfa0HIKW}YYyG670_ENf}aG9__5xu${zy9@<
zPQRN)Fk}PwxsP~<>Uj^*9aG+NgIcSfrMkC=`FxK`eW|Ce=AnVJlteMvE&T5~skEkE
zwDXvta#;XfpyTgKq=S3|>2Sbl(n5K_?l%?gwjW&LXY;PR-)flBVQJy?oU*Ew<;qVZ
zgca+!18n&CXtM&YQT6syHMn3*D3lx8(k}H_R%`o{OsOUJG&+TaE4O6h>YvIytVB~V
z^oO7`vtL_sXp{AmrDuEM8Q|6{Oxx1H?)t&5d9$=z^FO2CvSI6R78(O4S*nR}tduWd
z528~oh2?(GJyz$M9Skh6s>Q{2QgI=|!uOFb&+<E+u~gAVL|H<D)5LL*k<PJO-MPZo
zvsoD4j0^>isG~KxbwH)lDuaQoHfW?B7PJ2sTW=K>W&6dAz6PMuT>{e542_huba%<n
z-Q6J_(nBMX(%pl|&?6yIf;0n2Gj#3;{qMcMgYSUr;^KgT`?;SLzgP<om?9YhHh6ii
z;Rof)ys|I{A7lWP#H>b>$f*MU!<hApg~>!08I88x$9sGs4nx39NOiFg{We#6af8d;
z?_;cp_C|-x!m7b~zZTXGMyYf=V4CSd`cj8h9D#|;(pj3}5@qRh+Dou9KURz2=QXjX
z>QDTr9ik&(4A#IT96RKnW)Ed*g9l{1g(6!U5H#+!?LnA}$6x1auz0;(ULIZY&{Af9
z7%NB^ty_ma#x`FrN+8fNIPi4ibBKYq_LlhvwN5I0sh~i;7ns0nG7da7fdR>{4m{1-
zC4lw_n5HiIFHVs#tGr7xaBM><xlKy+e~RbGEOq}`?22|5m`&dTTJ%SL|2r<9Bvx&|
zbq%Xt^r8nl<^%4<jUqd-r)yhLtaSgO@a1|+KeZ(aS2yF2M7{qE@md^zlQD6_A{e`K
zg}jboJx%U_7r{_JL!{R2vJfL&R9(EZThmuba-!8nT3&5jE%hkLW8u6!^S)QxJeE3$
z1`2b$O)*+7fmdacFT}_;i@F6deES?(02ru?jI)2y1&lEyr6f9Tc=iXxOAfK`{%VTt
z`ncDBzNBSS9{Hj?y=(bv9kH#O-TC3RTlZm)d)!sS_MeI^p`R@i!0fcm$v>+%_j7*O
zuY?kI_Rrmv^NpG-a@JMT6`Hk}I}DlUEiw$#E#&Jh^wM7|q*|bYq6yxDLW=&Ac;z}O
z$Why&Yrois$Z;E;Me$5}lJYuv_}K64eDT^NKeNGYbJY01j`LA^s)OnB`@8Ft?K~lo
zZ81O=U~|iemHPR0D_C8y!WoF$-nW4ckLKz%M<XoVXnXl87i|W_U?h)|%+MreP4O(B
zNnuI8;#_Ma0V%GQyEn7)Hhdmth6R`;SH0c1siXY_YPMh8w_79`3SF}_2$rYQP4SWS
zYnv;w&_&UY{{9`W=@GHAyGfztA1i}c5@_;WK0kN2`JR}eR97!18UAC-tpCJY{_0Nr
zS~AHEv_k^YP>zTP0_1c;dPB6{<5oUqERLSctRdPkU~#TnZUVQ8OB#kl{`;R;h0${l
zyjCAwo^K|exb?y5ad}A7$AD<Gde%^j32?{oJT`V$C<U3no~m49e&uZQsW~NEN-Ofq
zOGA6Z1QfxV`WHfcMLUd-pG2Q`gdCr~CI0S(ik(%1$y`2PCmQy~f@NH_9yY)5lnEr}
zH20AiVjJSq__n|i+kN!&aVvq1qoa%svc><>bqbkddUyjU0fezlJ(wP{Y^)nlr2kR-
z)|SPJx)QYsEbqXPqnuVye{(r9Jp8VH-`wRO7;9$Lg;AJf<Au7as`E%zmy;l<7ZqE}
zr_k41q0PE>%973&%X*LojhaD6H9FwNA;;EH+r}6jJJg4$rh)yidYUb0b`Py~>cT8p
zrJolRjguIm_n{MCiDty<a``LPZ2H_DJmr~C_<R9~Qc{<7(ArdGc|ve0Xocomvl*dz
zTg$!BW=yItkXZH5jq8_9`D1tNDK}`hr{Oa{kclDkg}2E<R*FhT?=LvMa%H#dV#oOh
z3#?IvMu@zt?zjGtY~Mq%#0nm%kFEb)Pw4%Y!SBEjQwUp(u$~Z5#LGquAQR6_x17b_
z6=hZq)=c?z8#=YJS=TP>QhnBdQ092K3A~(Lh!!9!OUWwF?+uwi$1rQ{X(gkbz+FFo
zCV}9>Y><*C6{#7@e2!dEZhl;2T>nZmfUw3aL<u4CQWpgaZPYT3xLsfU#x+oxb)=!K
zAi3;9rxHzgX)_KOmgq^x_a-|}ddw{UIje+LJ;yfjd%;3CH1^$tZqv$x_Aq%^5Th<P
zPhSFTrC?Jlo#es{v021-Hw%4fmy<;Dq?b8$)1z$(zcOUk#K27HnZUK2_+{rZt1p!C
zHE(dSAjR&xpOpuP{pZe*rI=FrV*OWBk0;o0%I2TsPFP4H3&wC~Z*JGb?#!&L7@fX-
z3tAx#{8U{%3Mg^z@6OjsQ|5LE^0KoPrd5F9cq1FZvXOM%Hya#oE0z{Pr#eBW=YT#{
zki}L0CU@zQ0`(8))tmNY0bc|o0+-~SV|8|9b87dAck`Hb;CJu0^vc1f-A}VBUy9Sy
z;UbS+@VmBP=W%R0L0K~_04SYh-pH4TicyD6_7cokv(~4WeC%6-lOhzkk#CQXAc8`O
zC(7j2qgfcbxYSRIRIElBDq>M3h>*MCw7tE3J{u^4^gg9AZpwrfRs=btgJQXktSlv&
zoMtF<nJ7MbeLkgQ1c+4aw3%0kIcZ5E<Xoh0ZB8$i{tvc6*+0DHuv=G=Bmcg|R988#
z(WL#NsLLG;ud&tv5;9{>WFC2Xa73&15HX6Ax&MS+7GV}dcFpA)o&YoG&4@*JTsJ2j
z@tF9i!RIrKlfnY=_>DJi1$&ns<r6Wi5o8S(?Fh1TI^fOUtD_wM2;B*lf7!j>p7b-g
z+n4h>7|Pm`QuBz+U~M%k>Hu}$K*Ow?S@*LPl&)+EM>914z^e%6|FY(~{EIr<$5x_e
zKlegLVYd<U<(YbR=2&u40zpAX#6cnUhlDo|u7!GU#1=B8Xy$kNwaJ!gvSFC$X}L-?
z+Rfh5ox?uvA@U8I+!g$@T~v)#AlTRsF~BjcY$(JX*yOz{zcQOvI5G0!a|U|<R|Ql|
z7q#dMipJvp8UnQ^r*XO54RhXpA0=>+@%t62K4%}~eP+0ppf1m4vY;;IFw}y*=%*>P
zh-?|R#FKu`cK@L?(Uk?-5;PJ`nmgegv<h^|y-X{&Nk(Db$)NpHL$f8<BZIch6(VY5
zTDZB~&5mGtuwZj#&rr5iD>_z(RiL%7T@Yix4l7Dp)cx7VgWnpRJ10HWz*8YFy+g|M
z6Z?BkTAy+NVf<|h1Iy$(8Jy>vG3O_+@o0Ds%@*5Co)7HiL+9?uw#{rB1{$?-hkZ%`
z9{+hbeL->~vP)z)pBdrP`if%W=nXd78Qkhr>EKUW%-$}P#`;~0lBdas-FmrLhOao}
zPW6gEvOeZjXgx_;IfrK;JoojqKI|E97vLQo)CGpg+jpky9NK1ABCaWzKvXqG>{=>c
zQ1E^|4rvz|&m7Np85thS5u~L!;6l<lm2zDcy>??78PcmKkt8u9x1;-!3!+RODgM;m
zoxc)<iHRvZ)R&o=DF-hVyR{J@E(d)4_e1$N&nZsxFX2`Y7n=6b58eoB#P+mhfSUXX
z99wzw#N<~ZrlBVem-A(C>_@!@Q#888Sbb0LdUgQb%xUb8%6PrU^Ao|VC^X{^qhqd~
zj2~-ys+l}ckb4NozBS=g&B>ISU};gKo+uyAVc2u#?Q&*}4lBw!_cQ;o!BaDk{YBOg
zN*e4LWm`@k8=qTZ?dSTA2p+hl^}=nqMMtE&F4k2X$<Q(C*fBg{PYxG3!`<yaxpl^|
z@b2DAd@$ZUrSY{MY5*upQzFS3ChVJMj7w@62FV{9ZFgUV)HQy_B6I!8zy@mL8=+bw
z5_H)uWJ9Mx%q0mJjc{f=!~87|F86XX;yv1)WsdN`3EIrjLo@94!qT2t^%5iL=l1+*
z#z{<2-Mg`^yE$K*5H{u$+>{gs+KyjB3J&H&{Y!=D5yY;aRMM21-dg_)dY^9TmO{7g
zO_|Bf`NB-S@gpNI0L!N^QfBpXQtVcPE~g*aq@C00Rzyj!sH#GgGBh@|sW`(kIWc*u
zVuEvy@(}f;g(*(`sm?Y7_cy%__^!l*wMDVHut8(9$}*3r5tsB;l4yS-Gt4|Bu^zI6
z22E1dE(Me6X`4G2HX~UaLsmr^qOOGC`Af?bx5^MN##>9q0%J_FHNyYIkys^iGJQ35
zl$=apXqSzqW_!ZM_ypO+6EW9a0h};-8tFiF*bVG*e?K!<H!(Isaelq=Z`Qr&+Oj;&
z5gN`d!Duk`vUu&Za8AG96JUmjjO<t0x9wBjb;rT8VdHzwe1rlgQdyeJVg)&QTz4<=
z{P|r#%_zq4ESfW${-~crj{Z3j(p8|r0^lt)NEu78_hK`YJUsw?@&ZW&En>1`%wex}
ztATC$37MT&-S6<E6O{RN`kt6Ox+ovfeB#@_x3@(F{>G|mq5>ooHF@9SQX%<E(i~dM
zQ;$ts{+1*Ww<8N1BBwt!wrmmAM+s(BBqZK|yFQX?s%kjJNo>XRhj+`?ZjkTtkVM5;
zyD-LwLjV~}4NgwRTi{~Y{1i!<jKlEaRcwa22tASfCN&~Sh6|3`^>fapzRt(Z==LhB
z{d9`g?#q`MO>Ok*>dL&yXBrjdMg|5gP^b&-DaMJm{Fv}#Rvu7(KqGa+!6BlAHv+H%
zEea$D)RIf)qccbE0V7tm5$BP7mU$g~bo^i&`}!^$d(3I!{Z}x%tYX-ABfIBi=1TLk
zj;Wlyv|ne9@as5GqAx+0KfXJBx+NQR8MpE`9k49kvsO-kj9vVQPw_I4Y>|}eLO;58
zD#<n+PwqhZtzI$+_b%i3T2DK{9drgeDi7!|n+wcF-(L!Fyr&eGJew;@^)MUtY;;R5
zvZGf71=ZWRYRrFlon1$%8V$2nuO}Gd)!PWb2g1^12IWBF5n)kFkuQSSw@xKZrRnYK
z|K0YRm-iB_isQKn>DA@sM;k{WIyW~>jg9Zp;g<Lp-?c4W8IH&9cE|kF-X;4?4Hn}Y
zCo5#I)9dN#zLrxSq<dJg^)x*<-z^ZFx08j@(57#4?Q2sv2G#OK#kP(Pt1&2zy`xd@
zb(ifhbT=P<e1aE*G^qKiJ|Ti!NHnLa%JA~&YPC)B@gvq;UDv;tA2&bRCJmE+$Djkx
z7ajk=g_ahjD&|luS_WfW?iw103AfnC(U{4uE|cY1SMLW=R{RN4##!b4u1?c7#fQOD
zG}d!<cWST45DiWyg82*d+DD)b<P6pEXUjDt24|BeWE~(#c+69jelayEIlhlGSf8Da
zSdY3q@iPQ*{1ADe;y?N{SQNk1jdnTpg&w@2&!#bYEt2tkH_B$-fxY#1*Ab0vj(UqN
z7E-EDVcDzkpR#<8+~YA$q_a99p*maS6Ivf{b~&fF`kU)l2;_8$QI7G_;}+{dpX^3Z
zmVM^pe=TL<<~9f37hou7gEaKJOKI!I2fUbI`FF?c>hkb0vjcfTxu&-l|DMgtJzx4e
z9YKk#p2L&l%fSCAjxmC%GxVb9ckE2A$>buYuW95KJ!Xu|QO>H7Nup5dKAmD!0d-YG
zg_EsqGM$y*@Q*zzqrFZMbX=q%f6Y(Lxy&4-2@?;JJ8b&cFdUwRIT)Le5&8;jY#dzN
zON41z<R986Trs{lt({|{4>3s2HwxddBwWv79t1%SvYdDLN26F*k@e_Ix~V1-BDoZn
zFPc7DHGHyK^l3W|4hX=DGwn2CGVT1r#9{wJaNHspt)2P!`rCG<RS=>&{?5(wTTflY
zYV$x`Q^)L`Zjw@{D3IFq@M#|XsoBy6hKvF=S0vxGndM`L*ofJ-`p=tl)2#G(pND$0
z|0L5Py1m!vTq&yV^nh$VS(%dGVM8k}sqC-q+`K$A_C4<0O(0yDcVn=p%gliP%HDkk
zRk(n99^=ui3{y^$#ejjqtXL+2T0cCJ7LnMbQt9v}vdYFCr@o&7Q$AhVB#t3XwYG>6
zD7IdG))TEB;1_x|LG^;z${k)p&p@Ink-QQMbWR5q{$JjILHTAM^7c3776wvhyI%F@
zGn+f_xC&+J*Zf0&wzhCo?CdJM$2S+>`=V#2CbL34_fC7;WD7d-W^6jz+j(NK)o|e~
zEvrc=x4)Neb5U7y7Rn)3gRi;B<LS&096CBs!;i6DtA%(+OSpM<cG7U96gepIN9?u0
z=2o5$-O@>XGs_a&`TRL^92yTyIx3ogwcB1HM1C;0ZLWt>LW~lBuI>d7u^sh@(M5l<
zZyAns&(rKO^h_&gRSzLjJ14ewrd;!tF|AJh%Udx6z(iL}!$AicOMpd`uq4Ne^8WOK
z{`skCfiRc8GWWTft52B?H)CWN21A|;893U130)=q=~fN>$Tq?r6KBpsx7z=4Ua|Rc
zBwO0&6W!QPJ$1KswsD~1=4E~EJxaN8tJOwsr;eT^3+(C|xfn>d=P^3X@0$Dz{%6)o
z&o1V6Y`j^SL8dZ?=w!*3BPF-<?pxrz&raS;`$<Z6W^*#xK&(yhYGC-KznzJ#2d8q#
z)}7+CaTx9^PwO`We)-e1cfkx}CvhK^xDz2QR0z(c<zU!ddgOUF#np3c`t@TNH;~=~
zQRJpR+J@lhzfx^Mdn0)PnuvWXFyWBUXem#+C&(D5AlLv~`@709HJU)m{dV!-mQvYw
z!eg4u_tibH<PLQcP*|*NU1hN9Nu(bLY4|r_GcJ`SU;O!Fo9r*i*M89{g2YF@;oT@6
zKF;<j4LEZ(<^w`7$6MFWW}{8b&iyiBA6_B!P#hD+6*g;{4E-CPbu81+eS<mxC8tTS
z!AJQrOhIZ9Bz4T?ipKSuO6s4~g^M4e#7MXum{gzljkx*s0!F^s6;%n;&phlHm{8A>
zajTjP5^U?JSR8x?5-lm)RyDo!rywy-1iXQ<VNZ`|@~DcZ0eQK(VXy&jYe55-AR4Tr
zxHXobO<F^E$eBq|v%MulO}u%IHe8Yt$czsH&C_wm<W|Z4{pkyF`np?SL~dPr$zk8k
z%5)u}2mbVEdl~E?s64N-p@1Gg)R8H4jL0i7f&+n6=4&%~!oP%Oa-DiP+oJF;X5eUt
zzlZH8P;r4N*-e-pu^Eu0La5mEw(NiD=8kpj+eJ8!ewLW~^`_Xpk7b;Ba^})i)zY_K
zXWzgtjA!?IdwUi?$m?5C-ltv<h@RCwtoLLX>f|>h>r6WA@0US6yaDWy^b~E2tZ%+v
zIubNYBX5})+RYcR&{tXF7a=IeAEJCHc?>IGryMjGj`2~MKEfR0d&<*)uJ_bo-##vz
zAh96I=O+c104@ic?U-;_+4dwt6upbbr+8(d1(GAY*%>PjqYAO)auX_U%UoPATYXx?
zM=uQ@F^tOe`@RrS(1b<&odEbgHyUR%#wBci#MSQ`F4Ep2Vh(VyZ-)ftZC_CBtY=4x
za)k9?*p|Lecs|0v6+5%u^n;rj(Pr`9Bxa@;S7hO_F9J=*tGX=8W`mEo5qbKY%Y~}=
zsYst!&6jt{ko)r;n|s^c)>!$<`-r5g`xpAF1r_(SsluZ`j|1Jy_A}8(G>Gmzim&pY
z5SKJ=l*8`XK1yuiiG^SzKdYf-%cjpH^wkpEDY9>IyR@SWu#s~7d0_x|!z$u1DmgS_
zNx9{ktWn4*56I`7ysv%~ztL`8dP%?iyyTTzLa{I6bUlTpoXDH;Uq!~?!nQ?z59~Ma
z<7vACaU%9R4k%x~jJwl{t24DFy9_2c>b~yiR-h71v<pZwq}}S@<gO24{%2hvlEs7?
zpqgkQ-z}CyGMqe-k6DxFqb`qs?38i`c(SoP!3O?7`9ofV7n-5>h7~>|(OKKI(qZ(D
zkoXuMZPQitJs1n=G?!7hcf8?{I@om#`lkSIt<$ikVeXZ-M>reUmC|59M~cAaD`)nV
zsTY~s!R|)kqIf>aK+ypxu$G5W7&I1<4nlH2xjnv+$w$174y<%j7@JC_0U$u+4Ny59
zj27wGKG(I~T;;Zw%Pb(*W{_$~U6x&Bl!luqb<7W5=$_eRqX%C70->cXpIoKTAUgPK
z4)pFMFm?iud|buzPj!JUb-@!QGRnz0ExiOtw5*5>?L?9aSKQU6KWf>$?Tx<fqzi@A
zTC|}JC>63VI%FjFGh4umne=c)+}c?<-ZH;SsO7#18m69k3f@6Kr_!UaquCc+{1OWs
zm{4v9=1kiVO>}q%%3}||0=LE3C>`<jM@AXI^4J_>RlB;1jYe)!(NTX2w+}9%zv?X%
z3=HNCA6-ne7^;Gw!iDT8!Fhqo)pl|AvK&eo1STRLKdf}PRF)s5T|7p}EA#SSvcG9u
z?9^dvFF1oYyciVrMd*DvisfD7R{@*xD?gLycg%A>WKd3diU|VojnIqU!}|1L{<CI?
zoybYA7Bf<I{T~bvXvcS;^p$eu)l1KH200nq--+EvR(<tmrsJ1I6G0y94#Zyll!;zn
zbf*08=wv_`+jTr(S`xmo`j`;O`awul4}8K7a>6FO>W5>WB@Pq3G%)_yCh+xgzS)BQ
zp>0(5SAKeVYIYBP_7L`HXHe2+gP(OLo#?8={5P+(D8@uSG;#Q-k0&#t2<34r6D#T3
zliQSGo4^n3UiyA=CGmrP1MoY{Il3|!@!KCm%v&U9xjJ)xn_Zi-#HnGilz8nN-m61|
zm>?6ipY=|XM|n*s9n<RvhPfSXTKfrFZSy)C_9olE6w-s`?WYsc1ckIWaJub07OST&
zf7W^#sp*AWl28%nra}@O?^7A49v_tbgJQgXjs>>dLwsU=cu2rz2*n9P(QL==oc&k%
z@-sz%<4d&GQLLdFCIxm(8Y)5EPbBe50uuexJVSSqIM5pnLHE;VeE#3X6|m5;j703+
zP?X-<lXs{R0wZUquRfg^RZaggv|rni-tNF)rnbRw;IMvIp(K;ahN%E|(|`j&_-CHc
z^V4Cr#WY1Xr)SL1TTdH6I^y(a3F=Oi9P68}5N#;wd6&*5B~tK_R0=nxNnDXnvKV6s
z;urv|nH2TAoh_}TUZ$4mH)(jPiMO6%s4*Qusu%-tGHEE>%j{EY9`t<+)M#?_xOYhr
z?Lfv@jQC_Vf?7wvfu+y&>cW2RD_)A-I38N@J03(NJwmXMl#CgCw=k8C?nFfHH`3P<
z!|{zxqLV=xzZ@tN#*7q{lr9}-$jX=Qjcxu`S^hPR?_Tftl!EirZr{=7THX1(tZd*9
zaEfNLZ~4Fb?Hh+&cM*@8;TgecxtNpT=Hv=D<ue9}`9m8IRu^?WhY+FtXKk%x1k_9x
zzadGa02A(q=q0tBROctSELOYsl2+NRr5x9djXe`8qN5el)OT$c$^jv15V?7mccPo4
zqg|&d*P`P0zw;Rx+6nSvedd@E+id3ID<|+8KW4Gv7nNwNy7!G?^3GScD)Y6a=zOe9
ziq$}=bCMs=3P}9qE1P92$h)QKWxk^619x>KrdTPKvWJXVgtbiSrsYGd5~flt6=`+F
za}#*JBk7zLcVktdlbz22;)kQXhFr!BUq%)kaOKn8!wlp*T2fC{{rxQNtABm^q8c&h
zY;+iNIW*E4n`*b~K}?Mhp%ouPmqkd^?Zm~1ImL!)=m7r;TuL1K>-}uEYW2tR4@D2~
zuGjQm{K?1aw4~6i`KvHYSRR6<@<ww)Ve<u&ql5zFc~ct(faU`Z5OF5(gobC~C-%lX
zAK#B37XVNRgo%VZR-T83MHtq~DJWKduQ%-giV3xJgC{(YQA_+}NDYPj`~=v(BNnH|
zCSC2Ap<mt?-z*t#yFX{>&kGIs2zu?NpC6o^px0e2=~iCtoS)uCwxmJj(l{7X8lE_4
z;8(HN;a7k+;AFC6a4Y4Qx}k?%M(4Gs;Um1dl8M4UT1G7M;*$xOa@Z@q{J=yNST7^M
zIU7CWSxtH0VkdjgH2m>IAig${$3<p9C=W=N2#c|)pwmZ{D-|ZV;XJ};glN>1+>a77
zIrDAiKK=T0*ynFDuc)%-kq<03`1<5ZF$enI$+f^QIesT#HM78!j~PLV$L&(5yeRxb
zCnhyY4DZx~&L==l%~*Rlr&Uu@ED?ZI?2YB&OLG%>G0IJEqy7~;)OTg~_Z)we`#L-S
zV*yikxmR-@e47aCPoQvBm9y_&m+6m!lvWUV^mtJ3TiN4s9y^P}gunT{udiKOAnI1q
z!?qsOMg!24aDztk*n*bbWla#7qA$XNu+?$cl^Duh{@)s92<9gwyyYiWAI@eA)A6ay
zD{~Ns2y)Z6{X4sRcFA=%p21;Z?4%y)N|X;DNaQ|_W!dG&)}S?F<rp6=X7Y@X>bC|k
z7wm4u$fw^EK~awy8Kn_*6)jkgJ|foKa(DqPOhHpnreMPdjn(xFtc=5M(#-CC_XfrE
zu8U&xJAI!zj$1vQWew_7yCV?1QUL-rCWo-b`C&jmW&2D|<bKr$10ZkzmqJKb(-&zg
zfrs2xu($T4OLbP+ao4%!wbL=`{H2G+zs3F7J{^X({C-UEja*q~Kw34)XvGmB(zUR}
zDsOnBbC@|!G2`6im(y;2Y{ohES2i-&AqIyy2I?mn*sW#e_lK8wgvd&1AX}n~36|Qv
zYkK<yrRZ<A<emb%*oOcWAwW4G-Ab^jqD;B@h&5??vNS`3I;+!Tl?(fX+uw1#sgyX7
zGTwo`sqB-cp9rk~*%*aaf5mV-@%{%eMw@i%y9eVDIPmbI*^<?v<AHKnxWZ(vJ5qL}
z;}A^?&$}$&uP*4a?)C`1-U|ee&*Bm%)*kFJKG(;0eb0<6(t$Ht!-WmfDW2Q(bdk&3
zxZ3XiI<N5e{0#(8=zl3U#>HXsP!o^S4#Wn!F9H|2Fh4vqu<E_M6Hgr}DK&Oer$SD#
z-=YGP8B$;#CcT*Ttjg^pQ69)*VlC0p8zSo$Mkonf+955+g4q++9x7sL9tXsg0TX>3
z+P939u@U|~3?ffU#}*(xUxoo#w<CM3MaP6sd+njie17JoR8LzM`=hi<1jA(^W4$gT
zM`y!`j_+!jKt<RK{Cg5hqTS&~fw|sEAHbARgg()bHY8IQLAos1{-qoW{^hx+x54L@
zP3VNkwz)~Pb1<;=8E=n~rCBNb^<Sn3=6|m1**o~6(q)}qoPO1*HV}Z%m9l6irn%Gc
zp%ABP3gPCaA*cCDw1w$#Yhq0aSN5Qz^3lV{IYkeTT(Md-p_ZVQSL>dNv9CY<Tpuz6
z?lUPPEBJ2rXW6~bw<HsyX$};Y=P_PTF8|BD7y#1weD8XCI8bNDE>TT!7ap5mtA~0E
zD)XX=kMJ5=Nd!u}8R1Ls%M8)YhM0R!pj~^aIs0y$q|Gso0gZWt^mAyO;=<3=1wz;C
zupgGVKe(6X+^dUM3+v>GSvZ=tjcJ~fshg(MnJv%+Xu~JvzBP18#i=EAFz;n<iW7pN
zLG@(;w%pSzh4k4^=S%sd$&$PkI~C}@%AMtYS2=}u^V7@QRxNq_3lj(JT7Hc8%fKBy
z`2pM3(D3szP4V-5A<@a#G(!h)#Es?|1q8$|E6TBeNqJgZWJ6!b^&R)5iPLoNYh&f<
zj8kxCT6vdo-39^aC~pEp%$8oHOp4%cf=y;NED*mmo?nkoFO~EQB*T<X!zj0YehXRz
zJN5IV>yY*F;*OlpjlZ>}*|Qb^ixyhlEzB0TD15Gj{Y&aY>U1;aM*eP|5G9BRQYRts
z&o5jaLH%2HaY?Kt`e&fFP$&uiHd{6U$mH@ulHMz5cy{w{4tTuhg_cZpZC3VpyEU&B
zwus-iy%}%#-itzc^r~5p=u1<TXZ;GCN87~Tcsv;yifQFMnq|q9WT<rJnX}Q!Y=+Q_
zaW5J;`a(xI9M9HkkAuv4(jnXM8~G*2$jr1$BqLPb-$F>1O9L#Lkj<*41@I{||M-;F
zr9;X}pAc}MFw5HRzQgSL{$6OrZvBwaeCqPar4rL)d%eirUwryTgiy!<iG0m|5LSh&
znp|V|m$7hCO)$D`y_*0xDLC+}+IBWM<|9lOT&_~;0|(s1QI!}-{_Y=lPt-a3!tsu<
zp?!iUj0qIVjgV4)JWN_J<!LBtwlKfv%Di;{qC2iDx#tA@o6b{aYC)t7NC+?BTjzfx
zs<yt4dWJ7mRNu(-iNR4pL0eSupJq|ij?;rhJ3MCr_7m?tteXw51S0!<(y$X{Qdi8_
zK+xDoR9)|lp&p;18rS--0)?OWa`KVPuhrj3F~!Vi#!YK0VPGk{CS!cEGKO`Yz+0vj
ze-bH6&lQ~pi_)ssr@jkL*|i}DR+D&rf1Xuj1na~yApk82x(??sf0sM;5swo2{6Z$j
z>GVcWfo8-Lqm&jHil+4r*84$#Qt#pIKBRQ|SA`|=Yx?U10Y|&5c?BD-n!Olh3k9N}
ztbo1|De(GIykpr3e8IBkt3Lj*nh^zH9LB@vip1$lD)q0&hkyjDar$*d33E0{DLzyl
zd`&+S`C*&F6ssXA@3MhnZ*88Rd>&DVw?j4G9Bl|NquH#XMiQ<k<9AZAK2I^a%9#-p
z@2yH@O1h2S@5cM1Q9I2Ri4WCp#ZIiZppVYiFSpI0&nCI^k*5<TK)SyPRYi&t^;XXr
zj+1a1kC*wTq=o_muOOTD5s(@x?~aoDfqvAx5%EF8X{Uy_W~q2NY(fH_zzQvVes~1i
z$UAc2lp1WlysQ`&BDcVwe!>g_O<iI!9}(`_QkcoUXt2t|1v@-p+?7jq+n&LE6u_Xo
zX~=A)8N2AsU*fSWkb#Pe<RSRpXX4NCq5K!X$=Zgr{*zktTey_V7oiX_Be<1gTGg2>
z%+ut#lC0RtCI~eW<F&QIIS|>`2?Q--`wfL>1BZXPOL_l5_BTVgNOE#4Cwqa$I%C!6
zLnMJir>6C=o2_Zg{^m+Aocg}MASV7AL)tq%Vp*(xOmR3ZBcNPhER`7xh$U@s8||<j
z+~Kn+nMvRQI2;CrWO-;B_o;q$l#kCNK4DPMMT!pgZ5S_|h*WqN&W_mDYEMw>18z;7
z9mh&u50UktrQNw+bcJ=k^NpPfkXa0y4qRVNtejjnWB}*Q&}>~=xs60Dx5;!?zdDYJ
zwCw^~!;uIDmH7Tf+-&rO)Ew9GWHn%nUjjmHv|_=D%UB`R+20AHJYMX8le}5NZ0u8K
zNeyg-to^(c=HKbrrYTZR^v)Xn>7TQ=RuVz|epSaPF_%dxHr1%eEfzHstS@wK(pj(B
z(@f=?9ZAYrfhLdtl#<y#;3<nUz)2rGGq_4*kcLw&s76x!QssCiJ|<N5w3PhSk@3&U
z(3CwnU|N_H`CQ}ZtR-<8>`cLt4(nhEKLL`F=VP2yFpm!syVOr#GH#+goT_AUWs@i|
z7TN=bFn>%9W$34CU@#H<o&al20)X!}|1EqS>_CDJ*ROv&kO*qT^M>R_*nOCkt>Pd!
z55Wb7-tXDEcUXJt6x*rShvJskgqi>wM$u$AoRd$0+m9=M)UI9zImc=!7v$E=p`7Hh
zXNQ2?`=up+IB?b5+x6nGrEK{i0($L7J*VSz@?VxKl9vmJY6kw)otx;Xrw#qs21kV~
zuf%*#rKnQ;oYz31RSrTP{n}7J1q%I7|MJW8ThfE3VPa;4%1iD)BUa2qKvZC$EuN_i
ztazpZ-?8W06WO*R%OKzvHqZr}xxY0on`To`cvUuLgnjHP0+KI6+e?`Y7A{y%-A@=y
z;r?b?_n%HrXM0XPfR9(~O?_8{izHZ5%_jhfO-#RObu6xHVrRzfMvI)TqQTRovEUVK
zw6cPLjV&88AulrzbX*rW);f~~uT66^R6Z$?Qs8DmHZ{L0<q#r+f=-v0Oazw;@Nz&m
z$vd%`qz5TlA5HJ0v$K*N9f*3EbwT&q9#jDbV)erdg;Qq@kBu8r;cR!2jO>vd2te%d
zViL9L`J+vzs?)Gf(LR}3$=BlwY~O2gnNH?*==-0Lt<u24pUV&?k+Jjg4?}zcT0fFm
zB8?}R%TEJZ{=K76gXt}!BO&6~h{(wVtSXauOebd?u1?eVSUdZ4aeBUt;8!dh=s+Sa
zXDYR;s4>rhL>e_0zopmY($FCf91{lLEw{fhv-So~2aOfTAi#aZuB>PRyf}KONR`IF
zNHvvi!#AriJL7METaD$Y^=gM99AvK<zY0mm3JuI`jSs!i^G9C_EN+QMz~B%OJweVW
ziH{t7&p<8ifkc_j%<0?YqRf&HI@}$qQOs#IvA?+pShG1N*OX8fZU_YLHymLrTKaDo
zA|y9eMEnE6QN1C<q@N|m9Q^w_bKZYn-oC%2(hiXp07DNPNR>4#(58ar7fkuyELtk7
zPuWGR21~AGn8N|%M-qP$sTN+%q~H57f320bixbAI_tyD<wqaARTN;0vK`F^v621eu
zgnj1*79sV@bkF|0kQZk^tB?JdfmHfYQ1_D9O;HyrZqmu%Q=#XF(BSymZ?~i{m0}wr
z_3ykHz}p8mZ`uf4@nWwJ3=1Gs!kz-{VL!LQO-AJnxy6o7U%K%L@AW4~Y-=ld%t2#2
zu4b2Qz2q|&@qU;&6J9S@;}X0?%s${!#Y<Q^|4y87^C^#fLuxv57u;Sz6}Q6x4!mzC
z!%$+k)@o1M0t4LakiOHCxAZ%<0E!2YLRZH65vSF<%n#}T#b_zpdZ%jy4oukKkqvC?
z+2V-V+hf@J;nwNeEFg6Vl@GlcuxC$VnC+XZ@104gfXJ5Dx6SRl2;X=BvOr&<?fXs5
zV2D%eQP9-V4OMrSy-2}WRBC1Ry@nUEn+XM|1_a%3F&V&=q;QkY1QdrCf`Iso5a|)%
zq;-1x?6aG(>O=4%<yIM~jov`f)$YN-QK^M+i~z2brRZE&;3_qodFef71|8+CS9X_|
zhymwO?f0qf&T`RaccarDD7?C9J7-l(!J?;+EB9}hl5Io0-v0}u>Vd+WhZ`dqV*KYz
zKZ+I9w4qCUqN32C`#Zmbu5)0rkH8~oX=!(p3vla?DwFOz0O1WhnUHmJb@gvcmU6p$
zFp^v^o{O@72zi9`WCw&HB6K2!i^@OSgp`$JcY?PawP<qdlwHdz>7D`|=(}S9lA#%|
zWAAxxm4#-u=A?qLvL16x^PKl)L&8Wy_Y;q{R(k=$_oARB)u~ANfwL-)@sCY>Hqk>(
zdUqr(Q8W43(`3K^4Q~av1OD!nhP(|90Ivk%7QKR6Xb-fCycZW4mnl0|0ikO5B_W4;
zN&#mVSxpAuEDWMQaw>aRWToNUy!7(C;$UM>x<8xF@99wIyUu<EO)Xq>#~XR!uGZO(
zh)X&OY!M`dqTbK@-d*pWpzx5SeGZRLO{{=q0GiE$U(Y~G*OtMC2fW|%@;uEX49iv2
zBQ}7#m-4e!o=_8xaqwwECdbhJ=<K9v)o*F~z@RJ2`d@%}t!rA>0afS&r)8c7%Y4>3
z`j#oAyrv^PZKVMKy^sDT_T*x3B^nhg<FXnH+2lEUprJxS7fN50=)Vg8*HGaEDxT2b
zWZv&+2YGmSEQSswP+S9IA32jxDuKr-IgPw=_`6iM6I8foE7(C7{DEuy&jPQuOL=tw
zw+YqdpzI*vFgdqi6K;D8S_)c!yYyv4w>vhy^Yv`YFg0C3iF7Isr=~B%OHd-Jq?4Ns
zu)IQ6IdCc_gSoq{(0}f@-hv~Y-AMZ?-s1fbe>&MdUUEMYbBFP3|GT$yu^j5@@?Uf+
zcSku^CHe{D1HT=@{4JKCyi=m{9lyNa=0{IHZw6hzrMLUyme@ik4fkR*2=(CbQ^xsm
zyXuAowaz6{s?O$lWb77uVsD&}0TSbJzI=;8-s$?$a6Ah~RW3Ye`IvhD#l(A{%WEf)
zf@hdqnO>$*U03eb|G$U#x@UO~DFfH=u?FYKRO|(e;O^1<{#^UR_bZ9^)U_G;*&2Xp
zuBXFT5U~w!{^?unal><FZIX$oTlfsdHNSlign;vq%;W(j(6c|~DYI#cfY?Cnu>)L7
zHCp2=ylMsJ9)J1tdCT)0oi>-Xtih#k96{w||LVDatVn;rM2iOXn3mV>Y#qbaL7v|}
zZeIe|&o2p-B3JlgNB9@{-mB4ojRcsM-{p6HH(Yb`A`jRjq0pPosu#L>xYFw_pmcjg
zbr1TMM=6LIY(HBY0vVw6gYU!<o0LJs8WZa<LH5;Z_yH`t!7+p*uS#0`dXiVeV|=c?
z7Zg85Kr)Em<1YUGTr*VZ-sGum%NYT}Y{Ep2$yZsF$A6a<qa;)8^Y7%FHWWdg5(fC`
zXkFSTo(9Y3{I@Qmr@fwCIW+}^ESSmRAkDtVQ;dl@?6#G@)T9aIuuV@MtT)=x0aEI~
z7}lxLFDr+d2NtSODYV6m_$+dqJCUYv%%mSqizqEEjkSUrxUcw4Ll0<RcEFH!yc7d_
zv$ymD0A(44&^5ztHWSV3weO4!I{~-_ZFo1SWU)cCqj~4Nf)i^0NUQJKE;ret9alEy
z<1{39DV8RGDJ~JkKv))F{DQvf+8acm+QqZ;QLaehWwSZjE>}3yeQ#NLmF@5&IzydE
zNq8yGx{T%Exj1~pCoK@;R}AvcW!9e&#spF!pM{>30gkx`?37Q3=DBCI#<ZNWj*k48
zFu8uj?L(n?_VuCAjB@%HA^kHt4u3%}`Z#EsAMA*>S~;0PNd6%FO<>r6h4Qmrd*@?*
zK0by!Z2#paVy7BnADUCwhtpVwHe}u^U}9n2!N+beOruFS$JB{lBd)P_yS^u3<CSbt
zFokF&1H}kCT9m_^&9)OSQV_@LLTp2RqA4B*H)#|1QeV(q5&sWYH`@15(MjH`FTkCr
z(Tg#>@~~t7=skr_hT+juoC0Jr<ENK-T7__NdKvhE-uCM7m*38@5ta3FEEi4hlmTQ}
z!|Xb_Mt1I@V~I|9e&}9pkO}m9ey04>+zkqVwu_;{3N?;L!`usdt0}XK`UD;ek$pAc
zGg|&1$i(?>FEsPO^m1~EFx<Q9eLtNzeR72y{e=YtGcEEJLU7d(bnk%sC#_2?Jh;UH
zj}@G!&JYbbhyF(n2$;kshC9{Y7*r}!SI8;QWt3Y}&>V&68cb6pKsMtBnmu9u9vgjY
zk!E_oa8u9$bX9#iUeH8~8k|QFt&DeOa7X0*Mu`xRBms^5#J@&9s(7qJd6cuvg}~dz
zrA}L2O)X@T7?81USE`oc0EV0<`#G*;>xTT>xqJ)v_<l~VNW=E~zTUQ@FshqZr{^ap
z*6^EWGX>uYx_5W&^U!M-3gFL7ptok4_uG@DlarH7^-fFB<Ft`n7p(nfXiHmBjzX`$
z72qATK3j3r?r-Of#G)ufXp}0~r3zmYAJGz}zpf3cd~BDSp6+>b;j(Bw$h@Dm;|Hp{
zRrEBKg64uGpS^QH!+Ke842Q!jD=QZk4Aa|cO+*az1G{<9?RsdG^Mr?1J)K1B{49#=
zG7Q7L;brF;%<)A4MExeo@yKY$^?Y|ua!pmxAOvN|)hcKpG_&$?TEnNg1xxIO&brfW
z>1m>l*49%dVWPB;{=P2RvFWUM?h2VST4Q3pqjKMO%j#d$pR->?j%mOBP>CXhciPa_
z_Gl@{*=pu;Pxl;PC;s-_dsZ!VZmt66=H}z__9#UB9TzCvzcbur!7R1ERpPq>eUI7l
zEtH_qXqv0&5SF%sLy&ez)mP|n=tb-rw5a0k$hZ{G&m>w|ftN3KYP3&oa3tf=nO$y@
z6@nFDR8f(WuI1@Uinlj`>3t<u6X=VNl~FY5uknQNs$dD`30tRa*V8}WUmJx(W{jV1
zNRtpNk#G#ozT>c+%gs)>9<5*n8F%OVmc@$+5((Hi|9MZye7=_{>i=K%LlI5u(ybIK
zPcy82@Z0ThS==@q$!rkPJ#YA7tK#sc`ct_&&@ncB-TPNmE-E{G>Ki{#xVd|n$nGTD
z15DhHMB?XPNS%!7Hd^EA1>J21vFqK>-`S9q8oGMz{i4rf%=b@T|DsjF^M3IuXspkd
zIw(isQt~~gaTKmBu$)7$!_#4fKON$N>lWu3wVk0JS6<u8%t~o^hS^V`hTQ+%p%=sI
zLft*5laAQH&XnDlZ+4h(_h30!8gR?nIOU%_XGbb`+#dcQKM>ep6I6-AJygpt63qJz
z+ktCB-8PkrlD0rgV-PR(K(X)Nnv%2TRGOWZMpyYd8^_Z22?5rz@{5USN&z+dC~kv=
zbpM~J3Y(YBT$s{sL#~^*4WH46(~DjCc(VQ0`s0N%IP3yfD|AO@D8d{6A|=+nlpbnw
zQgijC(0<^$w7+m!$}ndcgi0AWEOz?b_G?jWHj`!lS}mY9u>XN~QHg8QtB6aTyhCTe
z*j#DQGTI0q&27ZX&Zd`XS??67SDH)GMFGBu=0zN$^tie$>=&fz)$UG?_@6z&B;|(b
zc;2Qv?B)YktcUp!u)qxY35-jzf+tIqc=V0G_r2AtR-QU5Irwc02&93Pa=`M;Ym%u4
z?@M!G-z*NR?;_g)%R9j7;381_tbrCNM}4Ftkd@y>MUlV5vi;orbg-`SYkbyxgsqaN
zcC>db))@9XhYvOr`&Z%^H?^82R??L=vG?OmC;5nZJgxJ?BG1&qi)!8<O)K%BSG>iq
zBhV|Xq2HAM!N_;8WBH)yQfG56{nspe>AS72`qW;Jbl;3@IaF&e7C$KC*+vOjw7qk`
zwQYUud-YN-a7&VkX2{G?P812}ru%1uIqbgM>6VF9*q8WN`k!!E!W}so+3L%8rK;}f
zW4*IFcitys|DjrLlai2F+u7MIb}mwoeR@Kj3OT~2@Z5b`28+igp_usSS=rH%og{4u
z-N_`)^F7?WCPkM!uFMqUZn-%*fx%#dgYN(@r^7XhPNN_6e#`&tw`V8$qXUcvmni-j
zS0QZFNxl2B=75Mdq%wU5c&t%NDxZg3iH}E$D}PGnVpN$*);=TpIX9>GQL6=+O*mUk
zm=-GUxRIewkkf?k_eEb{e-<=5Y>zTcW87_G@YP<&I4L{RRI;HB_)v1BYZj46C@;IO
z?t|iz%QRN0sHcx_v5<(a!gL$YQ`u9^2&DsQJVjOOEb+k}MLVQ>Wo6~=?k=L_OY;!s
zG+%pbUBC;+aR`p{kEhStrHfu|r8?x!!V+M#f}Way!%8WZ?Z(OuvtG$Ub~V6?EXIPD
zpT88dJDKmw7emO=P27yOMo{3GO#0o`3%*8AXDJQAYv$guhtRYx^3uAn!D{U6^b~O1
zrh0XLX}?V`>fA(w1<MyjG1z67H6;Rp=_Pt2<mJS#WOTa954#FEsn+zKbO~FZg@#)=
zSh6$HeyJBE*YDz|*&AY^iPY4?Q10xVTx{1=*fDdGtShRks~2}G%ey*ihq{DN*yfl7
zn!GmGDQ{5YpFjHj-ehjEQt{7v5f3k~wB#IeV2=`OF|hfAp`?a|#sdO4|BuY>%>DH(
zTD<pjOVD;kVDzKeMSAG{?ZLo-#s%KjR`mM7tI{Ack9b*Q$J^tKZg}R$G+-Ot?bOo!
z?UI!MkJ+c7O|QVnkT*H4oxB6N9L{k6&Cx2$S5igaMP5kst4YO|aIUeymt&xz!t5_<
zpjWn`i>`&=FDHqcyp;&)r$Hw%7->g^F>VKR9)D8bDKYmf@g6g0t6Mg#Xg#Z@J#K#q
zXa<`b#P07uDeoTu@Zrv|pI2ama0&IV=bS%o(><@8H7*+F;(pHXir#&!8vxQ+<w_lz
zT&R4GA=`25P%&!lW#8spy&_>>MaIcUUEjv<O~A-jC2p*5j;|pW7M|JV><_N>08>n_
z0`j;1nJhX1=yW*1E7{e1_&*WCljjJZv-hTw1uDz41dK&to(oqDA>or3Z3SbnZGxBe
zyck`=fsPThS-sRQ4ReDlUrEEHo%z-RKeb=aC%ignmgu@h+eotf*#TTmiMRBgyYWB&
z!-|uEbB}#ulx^I9j!yUTXFZ3HRfF7;PRGUvZe*QPDg=1w#G|RijdipiIC<#@9?$Fd
z!}Hlh+&pLa>|M`2AJlMGUfJrXB7ACwgAN1@b4C4d4(A|+hk~Wh;IE_*|5m}VA#n6h
z&>>n-FqajS%mjB`Brsz4>V^*3N)RhHai5d*f4FSgEuN)h*lu$tR#QXsKEzz^WgFz*
zkWC-2uZ4aj%5IDjo3*cH+G>K{EC5IZ7l{XB!`%4PH0UNqr7pWDb4Fsb!#Snph?EQ_
z>`JrlgRmR%^<?Epw6WkLW}Uw)3`<W%Pp%lMl#B;3r6v#TCA;0E>zDrPQ2p$uX%Iuq
zj~B1(Z~D1cVlV5WdrIo2rl(s09fDWrXFEw8<ZDyFizWdOQIz1j_xGnyZux6(*(DGT
zW}9#%FY~6wp46D-8X>aUm%p&9lUx)0p^Ff?Q6jl`g+hzcZP1GiK=6MyJ8=OLs;<;>
z(yec{pI$ojK?Hy|^t%y8q^Dl_G)ONH4|e12GI7!TeRj4PNa`>#=<jthP4JpkigA#s
zXa=eyzB*VG`uLTW!55U(#lICH>ACb+jl{N@)ty{*@FLlkO_CgwkJa!F@hDled#Qo0
zu=~iNby`aWuyd_-ePx}33M_iNt<t;gqTlI#^svisT<snhI2#cOQD-)81v=t7hZGEt
z1SyK4n=*>W4ytlU{B_%4(m$0$i=8>nFky->&oKBNVT)?QCu`UPcIEe_)`cvDB2C1@
zK5!tCR{Oo1+5eszKzR3hG&PxAy0ZEmiUBZ_;xpjqSbU-nXy`a+J<YIj{a-o$adE#|
z3c7y1M6Ic}7Jv<h;O7jVof*zeIaF<ap?*I$l?$Z!$2Z9=7Dg|HtYoC3Ae+_H0IKz3
zEA!y886%r%=T7t~PtiP1+EzpOBfddzA$UJ^;UA+Q!0k~-kyg>27g^;p@sZILg}Nf2
zQ!bVd@jQ%gM!cR!FL@ph08(_-?*7sRtz~q-x-Gh%bC<!0ewqie3jwn8ft~jJFMwnz
z+U_scqqyMI`Z<gAd%}8&iAXzvi5-0`|4d<nyn@0In9HYHe4@=;wLwvK3;>MP*P+Wb
zcYkW4N<Zfv^xiFu-M%~+`LRKw>kK&jV=m9C$iHuG41OBTO06{bEcCRUpF@ZT#E}?g
z13&we@!ikaEj#zOvfs87h=muNH_$_a@Y#ZEr$-*!4_`XGa$;g$QTZ9`1;G?S&Znob
z&&u0l(wAcKg)ec785$UQED^{3-YKLuX&mAh#mi|i^%xUQip#qUX<ymU-5ZY$jlh^&
zA9sx!B0TA99g3<CW0Al|o{$u@2ol!*_Hs9z{pEr?{~)w>+G{m`UIv4q{n|>!MRJY#
zTZ5rruIDX`mRio95XXZ#cIw-Im-%Kl!k$7{qk&nbd`#fG!{*}*XgWo&Hapitcw$1~
zMJOt}U4R35#Js$F$?UCfZN(L|(XpI3|4Gq?zAH!j95lV^(_lMHaQMfmF;+gV(fd?)
zSy5gdeJA379nH!RpEz2GmdASFp1Md9PKBJpS5;RJHR)d$J{gz9>y>(8egv$g7<_yw
z(RYJ5t&0Q+J^8ffY)$clRhqzpm1j1EJnw<Vz(pdn)AUPf&(iit0_Ru|KCctch;X4_
z*`!^{8Q;P)&g_l!ZL46?0A9%J*uWbM++s=IsWg*2VeKO-EQ!t%J$X8v6r84CrNn^l
zbq0g|bUyeWp;#CjW%b@?5Nzy=XlYb(vh8^9&=25V_x*hJmT&3l`e-3^p!<l4O`3_Y
z5ACvzb`WayVafIsPB`k6ZxeLC=?8c~KE^mZk+9p?H-hZz_L(Q2;~-$MJ$6H#sfsg|
z+|f<~G~c+wIc{(MZ_4c!L)e38*!?vBZacrQrZCKcFZ-)gGuI_K%Kh%x9cw!QCBs|V
z3}x>jV38k_oaJO1T^Gy$Z&C>XLp|2Au4+Wz?@nA(0O@Pgb^K$E=qqd5VgeMS<0&*>
zSLMiQZVofVgaSrG`PMD9B|{~koX&+P8;7p-g7|DiMQEjNN(c^y1ucprsIGhwy?Dsq
z2Hk3S93#RX0U5}rtS`rYqOn^3L;sUeXVr-10m|$}ld1chrK?IbO|aRQ>wHE$%~g)s
z`*=W`bgHCbmpy7~M@A7|Stl3fmdyl4mv`xzC`Ve?(w)FR!)dF2zVHC_38}yGe8#QT
z<+as)5gb#RUFs04%GXOhg*Q46CP}~IaZ5rxn=pzTHa}=pnjPAKHL|2Zls#wZl%|#-
zK=tNmz3=+*uJiu(oz_SlR0~+g;&KZ#Zjyk~xk5?%{?CTwTqfX9oV{SO`hv1(^RF6~
zyWcQ0CuIz)wrrmNN`-8y35YjDG)9kh0TXNnU+fxDQBZ7<tNUxklrH{%wv$N;)pW=E
zE!)jKy)wvB?JpljwM9h?Z?OsJ*ac@947#}$;4~3XTqh*N!UL)iK{|wS2(1dc62<D3
zPMs0T{2@;|C`f)M)`AKcmu6Dk$E;Rk1xrQ-7fh%C&127>;U8o7=-RF=fCk6J_7*j5
z)|+u=CBJz{MTgCo&L1T9X3=B<8CSPxMG=1T>wzVnMJl$%KTVTL3lL=j2YTGXV&2p>
z0KqoyzSuYAX<F-%zH@q<BET1RtNpqZv0L(*usv1QsY{9V%^;!HhI7yMKl8Se_zFl$
zz6|TUaIMQQ3h&HuN=A*}XoZ-4JI1_P<rVxrJ?z744iZbvo$3IWk3FyoXeXHh0X>WB
z%jFLSw{tB~El$AT*8I=lc3JT_gMP^sOeXi{&EqHf1_o-sZ$6E6J%Z<cD@wh{<e1rs
zM9MS#T`4i=&bzZ?a{s2sYBUEIo3>8w?ti`!R#kXQB_OL#<1p*YdA-$HyalbW&cVJb
z#YYyz`*8m0l74<SoYA3@|6pX276vaWn(LS%a<#!%iyr+p$n=~}7OQ~;JQ?-X55W|Y
zawLH3a_Q!V)Qsa_JwW=P<-#O138>wjs7V#|4;qp@&-FPpHj{XpZ!;ZsPBcFVCVxLH
zdi?hCvq`xTln3x5R$j}Q8L>-rPT!_}_x*yg%8T#R(D?p5W#ji4z-?#3{49RY9_yQN
zObe9JHJi8^y=*b}zt|PrcaYrAtl9PLwLYyr$oPNwdh4htzo>1P5(K0Lq`Nz$L%O7-
zL>eTd8-@mv4grCo5ka~^I;0dB7`i)#&Y|<W`T4A8eeb)z_3_921G9!X=iF!SeeLVI
z_WMz6pnFLCS|zg5{&D-6T4JkDTH~z!#}#t_*X&6Bs?kP8%q<B?o3(qhh5vfwi3I=}
z+>`<gMB(0a3i%m=zMn?*cfeT^yS)eZ7Vnso7|;-ReiWuc2^{Xz>S5rL5c~?_eY#$n
z)c;Rm2oKTkFG^O~eh=4MTNoDmLq~uXgr;>zZd%_?DD?pt@P;)EK<(Y5&;C~mvWvZS
zx;e<u-rSr{zx*|pQ^E;~)awUNPqn4I!q@eG6c72ji+1R8jJQ|#iqIlTTWchRaDQOn
zg+7GtdJffT$u?0WYg#R`$j8fAG;MvDwsIVh8k!i54ZZMybDv2TY{<WP4sNgHgk*!l
zPV@M~m^k5bMrEEW9Vj$z`l=oMNadOXFHce&$gk9Rd;Cm3ZJC$#$SLM?)F=T06jK5H
zx$BQWvY~}oJIh{59?)+7Hyzjc>e)JfQE2{aT86h#%u#OM+xyyp9<5{^5AGIuk*M|q
z&JhLk^4UMp=-E<thl&+C_HeJCxMzd3_r9Et+3Ax=v;>F{08BKbCnnl7{i!=l+bu~C
z5`B?<$w1d^S_PI&9zBn>cAC$wPFUf~;u5myuMN51`2^f9i>EAr{CO$(-|f<Wf8wV}
zDyK>;vX%0xBQ*ZQn1?z&o%O5Dhw6C$x9x<3+`jiqr9@8l_8$eF>hX?`y8<54uQ0m2
zel&Wm+-kjb?{B0CyS%dMI_rae=F)%&mh00bebweW`Ri|jfYmhpHAr8<y#k+smoG8{
zSan69$KStg#q=ZFpe`dD)L-wj#3D2Z@SLIU4*YNxVkf_p{vv>k{4e||XLBeolO=+;
zKD~tg0@p`oIeP=?*|1K*Be7fP8j3&T@V56k{~414gt%TZjIcqH6FAfzfBOvl7KnJf
zfBL%soe69MMlbXCueVaRly7s0*s4)t%w(0p_+)o)cMt-;W`l;4GXH?x1?y(*Sw%Y-
zLd1|n%Y4w1UnxON$<R2=oPoiTNlt^LZ-HH4a=?R=W1d0WJaT(~szd>e=T1&Ka}LtP
zY{utJiDrqYd}ZT#T=Gd;s<8l;PL^H}N(Z~;Q>&A_4dszQ;<V{NmAHN8JoIiYfHU*e
zvO@Q*8o5g3HOO#TOYR*9ZooeX{HkN9r3WYA__LzBe64R*a3+tyTUENntC!cnonzE~
zHn9G|gqz8^`Q*t2f<~i&&ph0z>z$!(u9ROdF&OCHIvF-Ch;Aw(G{BRzgLw5KMK_-(
z@Zv<Wto6BPE34-L5sQ8O<Hw#d+!0)2pxJ_(!~hc%)3Vv0r3HE~%hBlt^fmka&b?yl
zWi#js3)!F@iw^&~kY&x=Z;2me9_N>`L5HOHG^X3C1y;s4>$z6$J=@+UW_xreHF;Bi
z0O7^9gNT#xv-$}m`;zvc*SbUex<)od>3u69Q<0Kkn#a;wvBlq;F1j}K`K*k4{A{RV
zOZKH9(bOHUvw7wo0LHP&EI>G-T$jhGm4cW^xIkw5*Riw30{R)BXn0NdN>wVEHEOOk
z)s#F`r`#FsXZ#Y+96M0k6~8+94W_nlMz6a0GaCX7Mbo1bIu@RePCNe+Z$K~julRql
zbqT3|dF{Pz*fbiTHnG0GZpi$jw&yc`ZbL_TxkClQo#HbT^_U=#HHR#OZ>2S$ckGla
zfH5rD|My17)Wc+NV7=OB<2{Jje}t=67Nn)OZ>^X7`3S~Iup}$>i|5gRJnQG~+pQaG
z4D%1)ho0fxVSji>y$yS(v>GX1{~fD#6mUK8tH1AbtjF7s<OO6m^1ZJRo&L-))96bc
z3y3lydoTIyar6iz8URx9OEY{U4IiyG^MH?Kf*set-%ovX`~4FQZpfcM%jhsW`*Hk-
zpYkiLzQVju4Bxn|6Ss4CoZ|VPd%WXwS^(xq0q{W-qa9}NPj*C$R|)t(3up(jv%m*w
zII0jma5hLGuT+D$iBhIcCBM&(mz+m^eVdyMl~I)tW+db@GE*&s%^G=;Q~<Oo$wl3N
zeUF2ev?H)-*$??bBRQG92HI!sebmX5xzK-sp-2IQbsL&e_Zp@f)2N$dA+<%8zHyYw
zk=NTP>L7r^hW$^j>4)}k<#nX~As1Zfd-5zzO?Hbi_(@Wf_(|UIuFiw>o8j-cvpV{S
z>);Gtr7X=;M`$bCkvLp)ke?Xev}G@Lzac#^#r=^Qn9&5d9q;9Ea);#;Yn$KiWe@+s
z0lFGLBMRAb5^(@}I~c?UQ|<6crqD)aJ&CQ3O!zn)s3mh0zk9oM8U=Ffl-W+BBBQXe
zU3#b2@%@*hzsJzrK*?*u<kIr;lA;*PWJWI!%VZvmsfjW>o0*A;I@KPrOS*^ylt_>}
z1!+viGeA(=lGFc+Rjt8uOfKS2lp1y-3YL-}J#{vz{Ym5r3;(N9Knum)+p5>h_4P8I
z{_ffPCII}o?!Q~u=|-y}d3yBlFX!ot==1hv9kAMzXrO${NuK#Gqut<3vXFG`HNSTw
z_l~CHYYJ~u<ec7KCVXb$c|1%eDK>e?w*6PTsJ~Xp)AIyW-%HYzbG$Ed9cSGba&E0H
za_*VXl4WoE-;L8MOWdkI^|DB0V|@~?zY>g+Mf!Y~Aw2JD>3`8@qr=06znG^cUoMLx
zdGtrBm1_!}m<i0z({WggWOvOeEf$u@^y#d16ku?QS<1B&e6q-96{;3}5_8F0RE>fV
zf0Z05yjnc{kA?Vt+NnpZg_$?eVTedQ6l}e<ArMTFOcCh_?H?VT9)5YV?;&yN_7fLS
z%)+s#0ju38MXbtiF9BI*J;0j;pjG#&;5bN|`BM?jzvtQC0|r!TWa(sR4{KKuvQ(TJ
z9Orz-3AH4#@=!mQKbPDeTXSg+mI<|KX*(Jh!|DlEa8KBP3{rg~Q=%cz>xF1wC-B5x
zG&cSb!SZn^Yi9N1S@u86y$*}m;-iJZX^m@5C==onW&PqdG;f8Ux~<_C1wDRwy>Ch$
zv@v@M{xR1%qg8ZhIk+Wx;^n13e^32T;%kTbq0}{l%`JUEUGSTw*?9sZ<xn~nv!qeH
z&PTy_zeFm(_%zR<?xbB_P=BF=tqZZec3TgX%uv<QEL6O#S0_cpk=M@#TEK5(PymDb
z0}LIAC|75*xrB7xC8-(L@{C6W+qu#}6*&##w1qK`dN`AhsFZoO=(F9+$ZNf5Oxz7q
z_9O(2$k_ih<A9WUiVs>0Oh&lhEAgr<>$+%sK3h9Lk5y5lPox@?QKvu2$y!WGmIh3o
zGH!cOZr$DrKVORj)NMa@MPq*H(f+o!2lTBEKn-+~`Tql~R;RNbrnYVAV22ACBW|vo
zV%6@5)pcA*iDFi#fo32^W#hyxe1sV+(P@n{PKR%Mm-ORAFOHNVuZ0|Iv~_^Ckm0}J
zwieLsTLl9}0EAMc&lQTz^%-dG3>FzfD0Eiar~BIUQhuI9QeiTG_o7mS;3@7nMt~rv
z;l;wYB@g+208JbfKL*%CdII|90YlSnJax?g3##%zhnKtb$_(#l+&^(gW!Mg2EQ*p-
zq_Ukfg=T<mm6B@69j0^sFcWs)SOEngreIt5eGO%RDL^ho=sG5fmHN}=B*s5U913sg
zi8>JxhmP>6=Lp~sYs~S#EClqSf*qZqihbT`(*NUe@FZIBn|M+C-BrNd+q`|92-v%=
z27_4~)&w#{!8CH7KoR(U#XsUR(DH*G3KYEXv9BwkMF)6k?K8DRP&IQ1d9U$!e^l~9
zp!#jQ5%6GBPB0bg1PJ~sP1?z(4=HXl{&US3<Kr@?R6XRY)M!{Nyh!eAr_w)nbmrWn
zY~F9#4xQk0lH^%WJ}jA}5mCxY`#Y>AbAWLbq+bj$tJtDNbUB7&%>XE>320dX`TW{R
zmX28zNaO_xGB<xfam{5o4}|raO2pQrdCx&lOl~{rlCbQ+cU&|>HKY$x>jt#xkE-~7
ztW0bd-E&&U-M=lAgDMCgSc@D8ifm$L-$<#O#ALMUga6P`Vuy!5=@#9KqQKVr5Gy{{
zb}O3_Tj!dZz&!FjGOiZ7q<1f=GE4HZ``rjcpsgey2?n?`04^)xmK^Y(JyMtf5SoqE
z&Hoo3N%?3a*L2iM3ix;X@9;LIK|Y}VbN~2tu#|ugKYCA?aAQ_Xbo_7ad{hdqkPKGT
z06|HF%QF!xz&@!U@B#blCHYV*!&K<mW24=+E4~lx*6A;@m%C_BiC4JnZClq8YTz<)
z62PI?oN2dpQDZmw2=qE;pBC-&pI_mC4^hwOu_^#@Sxh(!a5)^`O;AFQV`ekYPS@;O
z@MTnl(5bco{Lt9gNN`754i+MZ%dzF2`{)L0-vXpN2W#ms6pu%};a7~NQcr9-a32rp
zV>D<-T(d0~H{Y}==NQ#ej#!5(rNmY`YbtGCr_}<;a82B_<`GZK>WS`BhRdn6ISL?`
zh|e#KbzC&HkB$a}VFptf+<>={l%Q}IQ;{^4)p&KF*R^;~tQnyRZ_~=b`}qn7L()b&
z*!vZvo`At+q)PwdwWkK{8`^&&e1ht;OZzM@;JfL@iL8wQ4*L1EFZHoqdYZP_Bs~@R
z_>%q_#D>ZKDN^u(k$43+o3gk_S`3o8wG*2fpgKkbbx^#lKO#6@3IUkW&nR?rw#x3(
z@iuaodjPj7bkCO$W!ZpTKy6cjb$i}c_$y_ASht>Ph-66n@TTm*pAYCV%t!)xjqAq^
zdC!z5j$%!Pbq*~$5X2dId94J}d_VMv2@aEE@7JB^aJjNOOG*y`Np&Go&s{+SYlU9}
zdCMII8jV|8SQ@RsQf}f=in<9{_OnZ~sQ}qH7nLrMI1G1KpbHg_s;F1YCpkr+lu827
zgV4eDaoFpbk(<eolrkdnCDTmK^eTh*`bt3c<#8DY;2J6~#zByeYJ9!#($@A512v^}
z2QP-mv0F`&fU~Awp7`O!OXa`IY^%jGc8Rb9a9uGDn>`N6-bwR<;q$W^$+i&pl2H6`
zOMYd3i1gy(1vD;AUG`F?3S4NNEdjcAj=8;lm9U3xoATD!0T1zr@Zv+J{$A5|>q#FO
zr2O~&^WA4yj6f6Uf%;s7W-{+LuHsvq;Wbu_ITIhT`I%`$AlqSc0HCWLm10G)=5k($
znScZj74vZHc$D8~ph2CZ>T?%y%^f}~#MK!WV>md#?I|)Y#V{4P$S9SA$F8sZmiJcs
zIaO>TMP$aaH0$hxfSsYS!R5%BhH^A*S{|oVu<7wZq6#PJY1X^na6W>kqj)imG2gz<
zr!7vYu+cCZ;9E5$!T~@ovx2<cN{JF?aW<4EBjz!htBQtKtL(2eo@`jG#o}y4l!Wro
z;;Bds8+gO8$_?az;!M|hCk=r1FMlmGj_Q_4-=0_y#!DJrOroh!f)LmOwjb8Q4@Kc4
z{<(I27Wc~ZdjVa;VtySQSA@3Af%~h!=)y^?fPFZb+xw4P?eedNjl9J=`kj8H4f#Pc
zT0{%mxs!#ov>m#DHNTn(WL9f>osQ9#BzFiozQpS;3jr)}YzK(Ez^VX=hR+Dn-7T96
ze8sTciYzuv&vxx9576PS%_ak5$Wkl2Z!N$CX1wgR*N9Z&gw9?JwH~mY7SRiqa~7LF
zpy@(CE5D6zW4iwAnq;XFIh3V3brv8B@In6u`oJnJ3zmNxiF+g}YD8A9OpcSBBH2qz
zk}{ZQcgGeuvzoS;c-L;M8T3vKH+sXy=AA#Myu?g5TyJ0o;&w$wX1j9=-G}gdxS@L7
z??&>8cZ7w{r$TP=veNN+;*~onzB_KTCEw@bC!DZ8B#rS&I-hAg0^Gvo65?mcjRE}(
zoiuClos*2Ef#;{+6Z3F;fU&h36&gK$)5mP5j@kzZwX}DyV$2{ZrrjSOLT5qvb@qQo
z*Z^!G^#`Ml5<mf3{6_)WHaX2Mc?7hRnbq~y?ZuBCqFws(?8`_yzD%#Q*VyJ?g8^yl
z>DNVwf;HohUj*a&`14M%p06xiA8#<D%aH{E-#^23tBP}z+koVHTjJ8nKq^NKbR|1k
z<@b~IN3-v8X(mHbjh*BsT;zTx#gYmB@+N-<CO5p`JP0fz$NDJ_-xQbRpNeH{0DP}p
zLX_=;h!WO_?4*IfE>i=<nlWAXBDJ^|CYuC(X-t)k&ri~=l)!m{#ugQs%0P)zixB}@
zTD5F}wrcvFs9F#&vEzq&9{>zG<<=(b$6p+$2YG3j!xP`^w@0jMPtG72ahKBLClx)*
z7M0@1ZVCBkkV`6wk^dV@G<7i(0ya^~2R7>=8g3kyJrbi(C$uS5{`AyWQUVBpO|hB4
z5sQD~hgmO+|G6n#4wkAru7QPgw{zPmWJ?@|_B~9OfYo|l;V)*{_vq~F){$9nkVQWz
zsqnwxfy$wI{3*!U3sGzr5-<X2-)@hw5yiV=1BQ2JP?`Kx<A^=Mq`7OW0&IYCCj;Ua
zFiMEoGUM*MW)s)zFbFmRBvYxM!1$4^H{u3&zJ$akcG>CaYmow3_V!<nds^uhbxPSH
z@ekZE0u&yn&wwOCeSJjskQ<mkO7f|1%qSEx&1s#f!2@0GbosN2dub6YGCDH>#D||9
zI{fehB)c!1L~3O5QYz%`ZmKD-Y49uytuwQ)xjPV|!CW@}^VT*VVtF%P6yJQ0MTz}>
z_rpAq7UqkyzY}mGY%!Q3)M&3nya4bNfkqCKG2oK>gavA7;{s|hQh5ke*hN2vo$V^C
z3GaE*$E~WJG<6_}%tm~t19)Oe{d?TeZxD}$Y=P{k;8xB!NDdOMQCS7Y2$A5c<Vj}_
zENl~E0F&CEh8ulO?aCSY*>n_k*13#*dYr{g0%DU@F3y?$M6k$rL;zQ8Pb+QHYuB=Z
zw1(RN^d@odS=SNkm*2`TEBVJ{204Hhp>cb)fmKJfokpZzTEiY1BZBtYwRz>Y0wyXX
zz-A4o0b7ZlNR>Ghl<j_};Oet=?4MK}AD<XPK;@hfg0D2Ik~(6#AQa95gSMpvJ{W)+
z?3`vyHIzQ;Q&`avoQ48(G$ttcs95I8!A^1&^TQx1y;ae!CDoGCKRM()9f9i8g4t~j
zzJ2l`Q1|wgTm~ox_DdLGpCnBF5scN<;&x>z%5@UIUuH?92{X3fMfou~gsHXkif(1G
z1%bvioDD`W0fjHM-V{!W0KG+<f4#+?vE^EiVRZ-}1hx7P__|M`rxkBE#+Hb`C(B7T
zk^;_7mqRf@s~oXI&TTHSpAFK3lu{Fy2dJDyffCM4pNqrKe$vwI5KIx97FJ#u`ef)~
z58XzFT*&qEqIGClWfE~z^9-xRJ@-zsg!BbPfU=tup<;SlBR((+M5hfA<)sKux?zqI
zWgOf)+FJ_u0bQ@~Q9ddT7#F3a{XQ7*eF?maz(R0xARdeR&$H*|j)V`2H&h%nYyZ=D
zNc6IteE-QECh*V$a5b=A1I9>WEfJf_kOAO1myKL=U}0y3TeNP$e16BDCHb|wgrBKP
zHUW0h?Ld0B+-9wCTdV%c;MC*E!HS(hprKoi;oI&Y6p(8T${1u5x;hPhT8ILTR~m0Z
zzH+OyBHNq0QO>24`UFl$obdv{3X}Mm*w&kerCPm%iKxO4D_INw-IdpB#?d|Z0!^^K
zwg<px0x&lixooDJ@Zd~XqT+$23Cn+c&fmoNNma3KxtQjY`GZeP+TO>x=Fa{-B$Y2C
zd{7+-6AWsy(|)GQ(?@MB#kW7pcpw^cD)9pV<U$n*4C#g7u5CbE{{z8^Gm0VF^~=OG
zJGuv_I@7AAoI&gq+7b_`w8MEJj2|E-LY~Yi6yi33DN3Z)Kr;{D!gIq`Fkomw2)DOO
zvkq8G9!~;1|Aw2NpUiEP>I<-8@?NJ$SLzqaaVRnX;j`RQ@jcLf%|EEWOKGS^A_ky@
zSVyKY3~#Oc$(Ls-2V`np_5xWgzv{)?UfKEkBv9v1GIA)VNc}VL;^Ja@%cCxdpw5H`
zcgZA^>S={ob+;8xo&w>;OZaOE(1CIJcMfB^yNC?sJUq?;WNQd;s11Dls~~aO1oe09
z4#Uc{&a<PSqFU|<d~5?us88Yp{dUF*0C~ij+f7$vOvV2#kJzYru<N+6JMvw=eRWRp
zirZ;Rx~KIZO#w34L+3^<WAps$s-XNv%ROA0_P&2NEk1itx^GJUhg!mSS@Z3_@F1E9
zU<?geMMlK+b}Fv*est7-vXO1twX}dHM;{-N4KslVkV28cIcM9Md^K9+^}AaZ<IfUw
zGgdkbg@6+(>@T84_@(H7goN=w*ucTXlRLv7nPf4~_G0LBqFv;xj?^O$mHiL~#2-Jz
zTBRN_I?nA295=A4(tPQ)&FQN!LoYesfI$P@w$Dz$UZ~Fk0m$ocX6&v<ubPOM1EgJb
z9jV|@k&BMW&oQ6jCIT=dwZxY4trYSeGsBfBWCTIGJ{eXf8BwnVkpNmR@Bu170S+=b
z(Rv2ZpSJ%A8e|_6XU>0^9yRY(JQAK?_7JFFVNi;C?lT3RGWiGR+-)!k6Mv$=pAS4!
z2$Y?9^4wa!ie09@+9}MLGNj3DY_y~<ZEamhtv}w7?h(6hIB%;|QWr(0d6D4t>dTD8
z_4AI6;n*x>;v^mj%qPgktG9{7-i@jD9p9)WV2KPh+Hp1c@NF6gYqupzc>z32OeTKB
zJxnC#^+Uc70`C#4ds^k|3nE+cwIX-D%pbe4<9YaakHG*YCFySy_(EnQ$u7TLB_!lh
zf2$p?fE~&Xvjh*#3_(sZm}1*94|5Y|9x?=$R?0xVVqRFQF=>+HHzj8kTl(Jt2UGxN
z<d$=4?V|@u694(1eR4P!fC~s7ppkd_aQD0km3ZDXdZ|WSSRXhGAQD5s27-)->Q58i
z9GZ2nUx{_V>h!%f*8hQJaM-~>C%4Ow0q*Bi535v%bM<z>%m{1<K)4&q5VW?m1VvMc
z`<yWatT9E%ZcI;4tE;I2EY(ZBfK9z)XRh1?V5rV-x2t0_u^805Cwu2m@kLTngzxh?
z|Eoa&@cid5;drh_TlAXvuZ1K3KG0*;e%ft;MS;@xk^EY6hXC1QM4dkG??wC8^567;
zCTC&!d-ROi$oxLX7N?h5ho<QZEH2<&I&I7&jI@?A+b9JCJ{C<G^)XpLePj1{oxH*T
zB;FVHloX`w0ro-W{Q9%!s9xy{EaOb<rJd_99@ac2G;r$Wuxd#}0-Y<XkpVgq;FxMo
zSLiUdvU<N74RT!TbIc@fOMul@XY?U|5M9kn6u#fG?yI+!FywLanS-ZOguW8z0y<t$
zeibFS0npbh&zPQ+ya}qVe7c5yT+Wx>?oqXMU^|W`qM@`|wp^pm*4vR|-(1)%#6M$w
z$-~9fIre?j5tyyqW69eT40qP0>=hXn1(OAH+11jyyfY_!vO^GyFDOy2f3xt96Sm&I
zJzx3N<@NS1j{mj{q@Vo9OTFvmyP;+J(^>1B^DrI=DpR0^g~i%qCz`~u79c1%3siR9
z97x`9rOPcqMMDdOSqFr11J^i-Ld_c<b!cl$1UE9+I-F<z1mYRflNrz-3$Uus0OhMO
zAAw;Hc)hEgfQjct@t42P4Y;BRUPwWHY*-f6MqL-HP{2XLqwUo;#!lY^NfwD;6;|j0
zw2oA;1c*;fe&j3mxEu~Cfw>z4FRHF5!}_zC@865tL}L%!T$YF3ZaouF{N=&@iQZhz
zmP|PN*!lpzeVtJH>Bn@ufheHaUZ-kuOw0v*767~=dh2Hr4Q$?c$Sz<UJi0*ysB6g_
z)PFxuc*-X}IV^Tx>bFb-h&3h6<&wx#_@s4!bYFT{e_?_FV`6S|`5<9>c^^}dW%dWP
za`FAmlq1z5b3@s$Uzyl~Rmr*T|1ZA@16>v3q8AxE2M4hfhJZwX@v+zBu6G;n^hF7c
z-E58JL?^=4|40O;`hck&(`EW}lp=(Zz_^9H3t++&zg0kJHUa9f!ef0y1Kg0BkB?7e
zaEqiqP)0^ZEOHx=4%ph7zg8hdUNVSzdF;jg!_>u+*r2tkDUHaAh3*1+$w!p9K^Y~f
z8?3-eK|xVoUS1|`HdOSY^7T=>FoFJdK9N-%<{m$DQ!S5(Tv*~%L$s|tC?^m2yVBBV
zomZ5URtz7TFt0b?>HasmgQK~nW!8_qqN((FVQ+TkTlCj?9*(@wcWp@^OG``pXXz0-
zE1tYh#N0Q(*a2~XK5l%4GONKy#z3EGnp}ou!jHUxs>&&O0Jcjcxcu=yH~RtBze}Z(
zrmLYCvlxKS`|{Y>*v!m(-S^y0)=ZwBP;9Bcvx}nSfF1#5U%+fCG)UP~ZGTn=_|en*
z!wQH597!EkB@OIG{38Kpdxs%i(-s_K30}X0qSrLJ(7%(fA~OltN>yxaZQnl|Hf4|K
z5IR(8#;|{`8%!6cv*P@>yd!=7PWRu{`QY$g6GZSI&D$c_vU*3q?$-tqx=w%l#PswZ
zJU~;;`i;Zr9lSHOYWMaCFH~F7IsVC12|`qi3SgDcv;%{g1R-*Ov#aMxpVHWwbHJhI
za98cJ*{W<%y_Yf-FM1<J=|=Z$Lf!dOu9YV}sj?dN(lYMn@pGPzXsZ(KCz3aJ{J%&9
z(xyzME!C@(|MX=0c+O$ha@2ksao58nfk)8<jKHdS00tl!);u)ak5|crV<!wEP@X&u
z<e&$J%oiZS88b(44=}GqZ63XIQct9T5H?d|IS5?9<I!lAp~za#r9a9`vBAp2Qm^G-
zqJPEqyJS!>nKcS`CDD={YVkU<VyWr*a%W|tpPnkIYqs3(U)BYP1>S!_Ch@Qu7Kx{B
zFghIWaknZFNh0L`okjGiHe`7%IOc<~^-{aPC|QDzkn;)xVDNc<4+hZ}P_pKKm<o}r
zq9#gBXz7Nqoqm{_uq%9q1)5|`bM3)JO9mG!(pu9ckangI%k1ykKV!8fv?&EfWf)oh
z8<imi%#c}V-YeRL8zjC#JmT<Z-bFG<NuM34`KJ;X5t``m*waOwb1<ym-9J3g{5ACd
zatDb$ocratDDuH->wgpiw#b~B+wHPL6Y4V6?7w`MA-}(~g~u9sob0atW(x-fcfPHF
z2KI){)-XaC1s?<Vv(UbgPgY-2I1dY4xOHv`&qH@8=C5Ya$c2Q=GCNT%GHhIV!KNYo
z!U}k@xX*)Kr%=o5TITYH2K38Z-ynt3*K}NF=X97X?i!4bFY<}brDdg<!X}E#4H^#H
z78`u6AB>C|4psHwRH|D(7z+&yt*QGjw^JUjy&4~G_R{Lil2UsU#2!2mkK^P8qi!iE
z8FY3(Bh*)TcbCiTq^P`oG<3X;=X}7o!O8rxq_Uv+;&&|l<0un_9=vc_s$PNe=K{*)
zG&xIsm#XuHl*2E-X%n@rHSDF!k_R^zIu{JTPuzNjU%t~>rEm*&A*=Jd0%p#{>6-36
zNL+{#)rgOdx}>^RxxC0NBFK@A;+jpR;;91<0L4vs<OaaOb{e{m0xnyc*snSBqNvFa
zLL(@mi0a%fX05e)B;`4_;vls$O5~V5Rx2h^fj{4-b?L2DnRTz};9>pgMoYz%fJPE9
zJ&6%V6{skTYPAuY%HB_GMkS!ot(x12Ta2)V?naK0Ncf<t;Pl1dLAigdjIR?2$CyVo
z7G61HOioUQiUGh#oYpIzYC3Z6AH0YSYelKg-1YMZI*s|}nqGM4x%A>CiFgn31l(Qq
zCo#>lY&Z6jH~pFnaQ`5L8Meay%F%X_JIAR9KL-3&Nd+JJ&K&Ry%guoa#~+i3da~=K
zX_;0id)x^i`(U^ae}TD5p7aoOE2wE6`GD2!3An@;LY>P8bS;r?s`;k-hlG9VvO<>H
zJP~>^-T&%y3uiuaV|c`t3FmA+kheK;5M)t!o}`n8TM_#g)3N2#)$u9>lCP8mX5hRu
zz2h2T5+9co#J3Q?JMLcezZ}+Qn`mKNVceLua|n(1HlK;Wqie+QgL30aY~e4dtOlZ~
z1qX%$Qm4}+?!2E)XY9FGZa+}IV#a^fDb^2=u<xO7-ozi5OwAx!ALDaBY502aM$d;U
zVL6DVF+u1{wRNW0!LiBK_mX85j#gZs{jun##xn@}PAWcK%I?)p_|lcL|4t@ZWYgM9
zd9@u@GsjR(E#Jn3?KHB;$TikumgAT2%SMmXJ$r$pkxaro`Qq3Cp~SG}qf%qHtmRB@
zCT|*z)bxt6@h_yE!1Gd*RbR=2y76QDDtabA`esF<K<)R%yvs%IHNaH4Pl-ycST7%s
z!zFR42K%4n29Fy|lKrVTgAstaYCK+%Ok$@u6T`$y5<bZvb}Fw@wo)00KHw+HDkUFl
zo5RSOr+j-VwvB4u!XJ#9(4_`2rLH9QC<I74sp_&O+svwJXG1MuP3o^4l}u_kDEnpT
zUnOMHD{rt$Ig_X$(HL}C@nX`Tt8>7S-s4Q<cp>?%XfHmzy(aGD%oepCEf;))>C|N0
z^t_>QjYE)HvHWyFVCv&<2f?5Ce9N`FONWzQGUC~EXJwRY!qVWf-NQqjivE(AH%Xgp
z#3_M@`#rG2mu=xvzOQDs#uT_ah+4+}@=3zSFbgRz2F3W#z20GZonb;%|Bf|a`BuHa
zG`*hfLd(`i5Vf{I0#n&IhFWzXq>vZh&7D&GEe!4WoLs@mr;!%?Zs-lIqq=sAZI97G
z_?2hSWd~q=+D%7QGlF|#L(#rxbkr4u;5`lwa*~~|Q4v*cPsbM7rrtaFL3Pi3Qm~C9
zy3hShZ1H`!6n+#MT%r{*;!u~xr>CNmvY>kxAE`WKmjGmIO8GWB+>?RryewP0({DUa
zwLA9<8FJiLxe8kvF+nA_>HfTLovnv?m|+SU^pzpIOd@U01Rr{NwI*2ql)giPV>&e(
zZ(Bj-8ixrh38ZY373}?ZCOm(a?*v^Rw$m(@9=f_0ZapX2-6bG73~l-5t3p~*fZ<hu
z49h^`mMk&LKyYnD=i&0F4N_1-i94+c2E8M%s-J=lWq`ygTdwZ<JFZFiccvwEIJ+tX
zOUQu_$XIz%b5?=IUydW0Yr6FH*z{v<WYBfWQY-@`c4VPevvzidMZ5EkS}H`j0XVX*
zsQ50vc{P87QKvEs$}pOO&w%lJv}p3DXczBEMBJGV-AmY0C{tS)3pTPm{MbotC81*Q
zn5omYfjoNSVxU|}%0Xc`Vy+gxTKSyN-}43jh-q?#6nA6taGJWR5azvwJn|9~CfcAF
z6g$YD2=<o!CNajCnc0&Le&b-Ljsb#^iA<yIt+=aZ;*<^1*MHT1_4|Xc-_@`lReozy
z-kfhnAHNtp`Zk?EbwxT=8<(>yEJ)N0?26k?h?k%2N?=p(^Nuz98ljF&R(*v_2)Pj*
z8^ZKn!sN9m7W6Jt7+%>SLbbSJyNZ{WtefWCJqdSg79fQBZ6$emoiE~jS1Sz8$VJt4
z*J<z#5UtPh?;1yf(~;$TezQK{M&rq+ahrf;&ei(6-lNstlro%e`4Iz_k)Ap^Szc6b
zWUSRv_tWZ=$N5^xZtvuzN=ZrRrONBqDmFR>Eish4R%JFv?=z#Ujdc}wXjwY6S+!mc
zac;;{XQ)1d;H+G>jpg$qZ{`HcE@T(6KUVY5erh8OC5R>yM#w{{k8(%*(Cb)k^S+6w
zI$!ZGmCncB{>}HM)AVDb0IiXVaX5G@1dvJ+`;wpU<J|sgXp23s>A~q~p{V+4!~OW}
z5`spe$c)eU-EfV;P_q%n<RZ2t`}$Kb2&)z`<<IY?l{=(2?X&sFu$)W=C8TLdMST2C
z#-f1saZygx_U(6=&0%?GX{f|y+3y3mms?DeLqMK8(qG$}TXCnu8%_rHcQ*~br={S7
zbG#Ol<0?*p$QpiCuNIc^b<y(>YdRkZCaSwITYajl&;SZB*h>1_mE~OOY7*_DK~@8p
zTOq-iAai0RcsYJVu`jpo1iVAFNqDe{TVUlIDv2+)8i!nVszT5&qfwQxuM7kizE*61
zb?nZ*)^AgvzG%fzJ-QBe4PBtO8t=WDoI4B>U8NeB->T?6m(2#b*`;>#Nm~DC58zO8
z425NjlR+M#aj}&Zj-QS737rYFA4|qDO(rkmRnr>oRt*Yh^{h<e!T)W++dX%F2qWbU
z5<3$r<zEM(oFcL)`q+3XR!Z-Z&fODMe!o8tD`=9PLCG2~Uo&nsuE%Lv;InA-($4n$
zLe?TehwX`Ek7-zUAFI7GmH+MD={N0Tgox&-puyFKaedBd5vBtAzQaYX{tUwPVYX;i
z4pu?7i_(}+piQa75fNPKx}$8UmZ&&??Y};b0_PBY25H!TX?spi!-RNSJcRW42?X0R
z_Wd&QI-4%EzoeoK=|y}2H7L~1P?Mu=D08n;8F&L%N1Oj<`N%$D1G85b$H2T^)EGPy
zxTR;KUYf%Y;dnj9Z>#N1CHB*DCgF7<aBdvr^SMJkW|4=e?&B^u%|Bv>vU|tZ@YXl)
zMJ3;FBEZ`a!CQ-^xjv5p0{Yurf`Ipd6@0h(kV4f<-o_ekWV3?jV|EBO?0~hVOFrJg
zq32XJ@8d~dN4Xb&uESET=w{Y1@#PJYlVqB{7`M{1zuhT$mv#Dre(gfm@&npUq`F_o
zZDOn03GxU>-eD_Tt$fU0Akz1jZNOk<z<KG3+Q?U*Xd34(yMt%MhHnxkm_Kaju=L(v
z%yU&Abbc#9f@AE!-H_<Hoz3urajSuKo%TY48R_oILsgx9S`X9mJvocy4+ze8f<cLB
zwy-y=JhXi1%KhqVkWhvFa-j|<LsnDc%hhMybj)Bqnvn(xE;+P09SwiloVg2k3{2Cl
zv*ETISDWF<R2Bv1(6UJMy4|*m0U!kIjb#|5E+W)}4ny~n8#r4eGOA?hE{ruk=Qi5+
zhMaN*J%dPUc3>fOv&9F2N_l^i;hM^@#nx$>8Gt&)5XiWlc;K)!y~jIFXWVu;6mvrF
z`<9LvoXD!1nfkgW1e99C?vn70<#s5x)5_1+9X!NlC(<CeL_4t}EKRhyA9b9ObL3Au
zU3smkK=BMUA~0fKd@X{`JMdenS%;5j#YZwE%A1>d_L<zH;d^O?bmC#_v_mgzliwDt
z0WUtY42Z_I^xOZ>9^8%RJbW`qg776Eo36$?GRm#-mWynD)2gB`RP9Mz3r3?<)XDS8
z@)vY|s4aczayq90pRAn?C%UHm$>I3u-GDsx5*-HkN=T%8pg>DFE%<-W2dx&nDlVZn
zXKTh7F_nw^`=!~>)_ft+z<F0;njf6S<y3d=+;+7_tAja66y$fFWzR#$vhSKu_IZ%L
z(M@GHMDPk_%2t!sKKXB~)`PtOrry+L1<BerB~(?zKP)L0C1XF6{+%|1-(ix)I|MkU
zUN52_tp+ju@>-BTCidMM4VB#XiJwGP<MY0o3?rFrTsn>+yS`aVE<DF_pAz5bnPg*t
zo%H==1{3WljJBH4dG6npRM-VaJ3Dk1fJW#Exh0Lo;7EUSod1$j(v<Sjm{ZG9qLCk^
zi#D1G_$4Ejqt|M3tEZc5u$i|1+#`JcwqoIWl_5&LxDNzdWqhw=$jx18CV)No=w@p2
zJ+i#6`wHnjm70FY!gF6Su!;C>6UlV%_6H#3Pzyl4#M6bK%s7&F&fEyU8_NE!cP}9-
zQ2Cz$IJc@CHPzh;TK`g7sY8Hx+bCaC4LsvO*#SY)MRE*Iw)7P(tYkBQDQBOZ%~ax3
z%F~N3YLNvQ>7gR;<Z(IKVaUt&?b*V~vEJHxW>Se2c$KAzNe=2pmA>)&_!q4`M(RvN
z-tng~e8af}_^PERfNzG1%j5lJd>zNn_hMi@^%hL~spLrER0fd@zxth!Yx|Mx-&;`|
zZc_IV?bV`K+#Pwwd|%JXQpD(;74k7;M?!;XHyTd*yoQW~MV@hYm?m2tQ5^}ae!*NV
z&^uf>kD6J1&x(WpaO>||elRgr&f*R8^=;v5Va7Q(4B)AErXgHmMDZzaYup-8(L#i)
zMprl)yQ)&!eqgV6R?zbesMo^4(fVNe5P4%w5!{bQ&WnRGd4$A82L9uZI3vJKg?50k
zxQ?)N+)D6r3H~w{iq!QQ5(Wl>9SaWFi4pSCy$LV9`O+DBxBJV%Lr=JQ4qlp5DnoP_
zTKY}v)^DrIuww@Uwu*-=7LflJfpP_h{Jn_XqJK8U7M(b;=9%fk@CT34Em=6Jd2LQZ
zY0!1PQYG-BPm&uan0#{=-A%3#bs;?rx@Qu(KN~MMS?IXkuf=)P_a5c2!@}M=^4k(+
z?f`~KgA35NGTpFs5-5rz=A}R<y~L#?1{E3~arEtUS~bML@u6&=XGWQ)OS(WR%Gn@z
zX-3c>Hi=`1uKs9fM0Rc#FpitJ3|#!CO$8r$>6xI^`K+NmEelFPaz6RXr51B-Qqy+z
zY9G#A%D#j3*{^yd5*m`YbyLm(tY!ky2=G*6X7|V~Mj`)c24W3Nt_aQ!A>g#zjn=D1
zSB6+|U<d(O`#>5ZjOVk-!TuLfnw8?9YnNI95O)sZLA<Cpj^OY4Gvq5YG6>w__pJgP
zg4~1*^;_}433fZ_Q*qH#BJNDo{7uxEauI8tXWic9^%<D4Mh(P_!?eJrN|3>j<w)&h
zDyxF`FW6Ynv{1qN#3A_pO@+yYp(&-Wx&6hGuM=+9lU-5|Y`(#1YijM8vbh6|sYD=7
zwIdef(lQ^6hY`OCPkScr>~qtPdI!3}DXF2NmqxsCPhCtU|2}1xQROhhTLwK8caJms
z5r8@%(p`pKYkP-6e@;Xyq{G9L$EcaMW>&-UYnb8v{dC8}>mBCh)0Bo>#GG1v`K!+7
zlH=c!#aQ6!J3+|U-caAA&zr;@S8{GE8U8Xd$UIKVH&YFN(=3!xq@`vAqr4FJC3_9H
z*F3$`-?#gLW_~I**>HCVUk=FX*KKP61;E5o6l1PBF@%6~51}=5t|a%3f2udI6PPK`
zm<@b)xqhq}1`;IIh@a$dZ9No@q7t5#I|SktNARa*eHi&DN|aoec!6>TC1kf-tSW6R
zT^e$ix0GGc@rbqCdgZtI+^mL`sfeL3IEXizvxS+Ed%5wrr0<KKQ1gOYsC0zxTu<m=
zYB?Au009|+P72SjLn(Lu@!lk1`NN!H%RBnFrj&?Vei^`cVN&iRsapZG#a=$3cEMbo
z$`>=uPD8h@{j@#%Vewo!IP{1@r4c<LtaeKgB8F+2#$e0_U(rD2UY@9xqGMG_Br{V-
zgL9SJ`&sQi<GINg@2s`)-4kzmkU9+lr7yS+azv?H4W(O(A5;Bi3lR7*!Ajj@EqSYd
z(OwrQ<Js0jbKQQ~hJ#Ft_Vrxm0qY=tnbN+@o(82_#{Ab%#{;1@y5Epla%{voe`t8F
zM_dZJ5o$`Bu{OqeFXC<l(==l&B$)9$VG+@vp2U*M-6~hKR+m^dz9=_4Z#>;f7_Whe
zbzE#9@IKmJU}4vjEohgkc{{JC(8%0gQS}Fzq8ao?f9+shMf(aXFUhNQog$JsD}v%y
zFdvOEzpl`P9$e|L%nm}L`##wIYP59kHICDc8k3cAYKJ9LaW|jS$uVnZL#+GgsWT0&
ztACBC-TX*>#a;IG^`LblIbEVA?(fYPFG3sJ*Ojah0>@^BD$2iIvImM0a#x~Dcaxu~
zjhbD(8JTmjU;onnDIB-cxCvcV^k-c@t`#!)sCC=$do&dDs&~tyk#+&4cxcMb;hV{6
zgL~&)Na-%IA;xR=#<xw+;YKbG1&q1;$n`kzu-tH!aYT45A~?|R=hf;Lh3EEMI@Er>
z*QDWe%D<0o%dqxx4#+paAa25JhjWNQ_H|e`$D|RL40aA?Jfer~?_=|%=(2--VLSfU
z1?6()J@^lC^gufvJiV!%R`4!hXo8cgHoZPPe73dG95$ZxK>EErX;>avPzo#CuAOdr
zvL6Q)If0~zAi&Nc@bE^Cx{;{k3B*_fo}-CEiGuAf-o6x;f4|aPy?Cupr6%|B{%wW;
z)@Ny-zb<u%&vn3LD{JhjwRM;=nG&T^BgHhc+#dwKIxI509y)V$@OS!Ih5THS6vfnd
zt3Rwts`k8naQ`);u>s_bKutze?jL(gZl#vloTqB)?S1F<&1MVUvTqMrj<@O68zPPm
zq5kF^$}8fJx*QxFO)o~)wGlnGcwRZ{pm+K$q0k8@C50k%NMLsY(T7iDiUo}0Hr1~A
zBBl4b!1-<@dhDdi<-L`#1BPjUzR~SK21SA}E}~<|c;&HQ?@(<51+iHHn^nVs8YX0q
zu~l{6QqZ{ZD~5A}T%~LIYcjU<kvf0Z!IaZK5M-Drrx>wq#|rsVwKaXU3~bjqyaFtI
zbOb62cwm_5%ECQPgY))Q1?-%@6oXrcgQ<AnB%NXl2^c`}lC#?B{b{YU72_DlLj5mO
zc862HvqJH@v=^_VN`0P5X|$bk7P>Exjwu-&?P_<n!UX@WwdPGyWU4-|p=w=mrIvN0
zdv8z^dJ+}BJRlYIlJpqICK$`aP{4ohYMealun9eHdChip<X2yYn@0u}WIT$n%v5zS
zU*Q|qpaoUnoy#x95eY<k*<Ev)q9B&y0YWP+Z=7li>=o-E>!i_ETjZpD)QXN=o#zB-
z-Lh=>bEF!A2$`=xz`QMXbK%>0Mq1WXYF#7Mlpa;!xl8ck_dsyfddk#qX8mRe%f9Zr
zCnV=kH@vNo>TQB)yVV7wN9KpK8uZ{LF1<Q$t4XF)0JMP6b5r$gwa^zL!L~R`GurML
zi-z1ne_6hJ*&b7pkqp#Ev&-yO?KD~LT>k6~P{6jDveOss6ssY6#ibp6NR+X#8i9yg
z^7gLw`$fmSj<7T*FQ0?C*!V>r{M`uz3ijQJ0TE*koiBvG2}~$$v*}xi-i4tqpcAtd
zekTMD$2zH?@EK>781^t$fx?>>fk-&86*6A9R&?Nn&v0%qlmj!n62Hi)YtS3U@!E3s
z6tbSi1%QU)ln}1s09y#U^bc``=i^`kqsd71SYa1~`|~Dexen88hc(3AP?U{bMDfAP
zi6(Mm)(lJt(?!yZ41^cS6?rB7i+t^<Lp~w}V?BCbq;4<SpJS&BoA2wfy0W*}ZwbPj
zUk6LLS&cr}7um?wWm@OXP*3eRGCigFn~q-FzNd(U=z!y`();l3R0bI0#h9{dve3Kl
zme#DM0rG$5Oj!&+8*ri#cX3pb>$MUrAc<%yYd-&4xquP{pi~9*QWr-BoP&a5%G1JF
z3!#|;St^tqlHeo#5vG=HjDzC^l*Q0#!VJ%t$glg*(iCHxIUeC;?u_j0UvAKtQ4%#|
z$sgyLK%M?}lgD?tdwEz5sMXFN+8l?!jGQfDev2O2i)tgLRV;V4{@K^$&1y;sZ8bmr
zlc`SWC>=C8X@nz4^V_#l;?BLx{urXZ=dDx(-wew5YEoH0OAhs8HEj=V!n<(ie(YK+
zR*x0y8y(HgpuQPWSH!~>7hNwg1m~G>2X224N1Av-PGGxI=lhKDX_jsBO)938x4;3$
z`!OT<Aujm95EZYZ9($t0#nkMTDD&Ruw@A<zNyrd1C=p4^%C~3=<|(tWH=|PK<88Oh
zPmr1Gr7&!|GXW@p?5v#Bj;rU#<U+aeCd+h$v@NlIz>9r?&3#ObKU*=FPi-|i=NcjU
z<;KhxRd0hbD*dcT%>>+1rv$i~h-gO}TnUiw@e5P;mxFU}>^XIYR4Vq~XX1mMkYc0P
z0Vubbsgl~S1gY~elVHX1k8y`n<!dD-$j`#U%}VPx<=Gj)n*y5Iy69waDt23I-yy=s
zeYr{w#3hx*)sT;b14ZiNGTvzZ-T55W-spba3KXam^9W!s4L?*GerQ}!#>!cI6KyN5
zaxb6B^5$<p0d^c*3FYn!#-aj3Iq%stJgcM->i}Ko4L(eMX8reFo>B(ot$5vaHQl!i
z+-XTIUnNePQ7$kOF&g(|mwg%4n0f8(#-i7<|Mh07iO)_!dZPsll4do+1wLv(+Z(_{
zyo0=%jG#qTr#rt7P3dW!OMo>ss|THw43OJAgWTE)<#s$ZScG#A*<ur|b8Wb(LT7`1
zpk#(y(3sbdc7Czn$wMy=zV=98?BZ@hFIi^D#s^oPfI2u3uU-#v5(pVa>@N?fM(p{A
z9mn-{kDWk7UvXs|2sD*@Tdo`Z+Iz>Dn`Mr$pH(nWGGYG+@PxrfjuLy?3WcD64}<zo
zNL9)IB31l3ZdM|u?OR=Q*>2y{4}<6?8uO0r@%gOnLr5nsGPlmQ3Q%BzsM*&f>U3fP
z>pRbb4@Q~)5}O`rwqcZ{Qlh{M3HT&y_lk=txX|l;9i?*vM<?5b>e~W=wU#XPZQ~4E
z!z#0q=BBAgZKwkkf42iz;DG_FSF!Qr_&;Q_Py@DqDj>%lyH9@U@0bc0XQuY&{QP8U
zNIjn6G%ULa&5_J0%8*4dpayeQh0oB)b-q3imY<I5>ujtX4%+p`Nt43gt<jeHeRnG0
z^YiwtHC{2lY5Pj>TG&a`NfLob&R?k`iQcD(x!@mn{o0wn_cKVp;uTG_vHV|JgRyPe
z9IS&qtvB#E7=O(yu9cRMp<t$ybiM;{X$<3cwr<=E%heKnVssu0vSW14!C4^8C^|<{
z>Y67O&%_3M8G9kZkyb1ww)ve2GGj?g|18a^DO)1it9!vs)PmC=Tx(oI8TH%^OG6dx
z%WOjU@Af_cIdFOfytMfNL&rBxW6@u&Q%>j)p`5c-7u`pPr&yU0HZ6{YIFbC{(~p-O
zWi5dMa|`nPeO<wdv!XY%eDcoLv>mASNH3kaJKUDGv2Z9dQv(idS0$HuH!}@KXgjR4
zjhtTAsi*PE`BLL_hD)5$eA_os_e{4OOsP&lq&l6<Wk-P!FUjnKYpXmoGJ^Y?PHdmg
zTR|+^m~_6#$5?=<f~j^TratX6*K**;>Ax_y*sK~ne5>5_g5a!LYOU>nGyT5>HHy1>
z?Ly9g01xX|Jzf!0RLPSo)|vLV8O@V;=6$@pkSuLG(0ozf{8G)diN4G&U)s|c)8mo^
zhpV#o7fbMU3ANxAQtCDtXUNtw2K4C{t6kPyen6IAd3|?MO;=Qy6`E7QtR$s#?8Bq@
z_px$7AFBEm9U_?J@-EaW%Y~M-k&bZ19O!sP>EG0jA;NXCwsbwRI3_^4oubh6uzjG|
zD-nTu>bw%Y4Z008vIfHGAAWmsiS<w0qs`?5az$=(Xs5L+A}P#S{?tXW(}gIohPR&r
z@w)CS7DDfQ%43hG_|0Lnm<A?Ya|0{{NNt!++TmiPD3eUC7e_NcYG?N|MP2VlsATpI
z9}`@e?i8<YzUQ6Y{V`yCWFT(*ivyeG#E4KkRZ0=I!$~#rBuNLbY{8n^&X(o-Ls@R9
zgiykF%p;ny5pG8TZ(Z;Ws=)FpLe03aj|RCdF7-@AR?N#Y0vBzxi(hH>`65l4`<-s?
zhiF(7IRdfk`$lBIMUDTrL2ECX>d5h@QqMu;z~X-A<$gB{K18p<;oY)mg(ix}S5!>=
zMQJ%rpDjO5vQL|H0$$=xKzm$wz(8W-ubxJNTX_qlilwu(vR(PcFwt?<69Gadq5cwI
zN_3mTVzVOoCHe@1pxU*T)&*z9SnG1r^=1WzW5@=&dj793IQh?E1k^qj2uD~O@w#<5
zf>KDXyx*d%1I)a<x{CwDNY%xGWZwmF0{^4McE@kM@2xw}r=|v63ibD8EC+?e%C%Vx
zV$x?TB`NF~1`ptCo^!HrOdn!|qo&V$sB?tPe-QnCD*bd&Hhm~Y_zDe>LIJuS8|rBs
z8YYeCB{(jImouH?rx3dUWW-%gh7ff08{DeYx%WUCA`XES=%^alafW4IEQB^bG+o@f
z-H&Y|!SioAc7A4{P<E_h{hB4ny4%(3kak;e`SV5e<9by?$Nj-JfWQM?);uYvmU+9R
zF5l-ks~aD$NLCC{qs^~TxQ|ZUdZsS%6n_5(S6se-6!yWS6qW9jBqq}Hx1SIKU&bSk
z$~dP~2b)tc27{I@7lZ^(KCwMTQQiYOf7MtMc5qG`3uRxXev0DPT3J=*OUzfVSM(8D
zO`t{6;};X1ev%-L1>R=r<u9S5J{SmoLT=}fxccHCkSE+lw%G|q>E_@Ia4-ou$?k=+
zv4J_&shEAG0UtlV@oA*Pf1p#G3oM*4YLorZi>|7kED3E5x=xBG5b1Rz(56~DXQGN`
zSO~S5A6I|-45IER>h^ArMcSbdm7FHpP={;*g$KNEzrvUc{4zefX;t&2Tk?L}9g6qU
zDfuZJ)Rv=Pw1X5#Gvx8C_&^uYxHg7OZ!XC{T2=I8W)Es1v{ZJDpF^xcbCdVj@wlZ$
zbpvgs1(9KnB?!yo;_w0_EIe-YysHA0RKR=m8epbouT3vMTr{j!4~y)vpP`IpR0ix#
zl?&}o3cY~M?#L$xaUMu{5wW#~A2+J0p~5L^_&z+JgnjxN3q7Z%h!>bfK7J$lJ&@<`
ztihEH(AI3>*C5Yfl6W0D{B~G!Ntub-KRaTcAbE#s&u;s96bf9&fsCLlLuQZ2h=WrL
z-P?1IfFjI`jl7;&r+KCNldl#4MXA~%GNw*CSNjpuSqa_07&Au+nPYOLJs!k?`4Xuz
z>@?7geWnXd47GDS=Kk}hCSnUhu*CcL08}uP5Hf1wGROJ-=0$H7)+(mmK6Gb-nmk8F
zfx@a!6J3WDHw5uttg^jhTtm4hb2duUM2KkKnje*veLr*CMF--6Qn~e8dr^|~5uZd?
zybngz=O074^^?&**!6zvyz4{AWXsp1M7^La+CsiFr=ykxAgv#6wbGY{Zz#Swe#~7&
zM|@}q1G0q*4~%sHtN4xtBXnm5FWXhN%}gglGnUR6(d@ni&j2p6q_gv>^`+@Du7Jt9
z#A+x3z~)$PJMusBeIg43bmKTiGj8br!`53rMAg0F-gI{>EeO)1beDu6A>FBrbW3-G
zgh<DLv>>50(j7y0_s}_Xo{i7<oL}De4`7(td&Rx3`*U5(8Brf<ZGU^z@>nQ-zY|95
zn<5FUQ)p36{vNS~>n1$fK>}}LY6rjCrSL!7H>W^9BOF)r_YllRLXXT+dXZ8nEzHlU
zv61qradG4O(@Xf<huFf0mkUToEC{>4yf4b!+YVx^HA59uQGoF;)Q(ASo|d<n8q4_C
zK}IQ%zHjfigN;0_kxlm0F!=l@prVo~{Y>}zLGZIB5xj+vCDyZvljR(M;moB$Q++w8
z4_i*hN+CakD6RUqJ9hoeaffL-cp=t_dibza(q_ego2_A(a@f>IKx2V=Gtz-rs#|hC
z*8pE`P~^G}IBaz$jWh9Ny_#49Zu(p|B&4CYsp?1JtuO;hBHxbO@mhg)%-9u!6IV!7
zMaZk0*6v8oH$5`bis5*r32so`wq!=H*u#Z-;#O$_B=-paCN-bOaZ>6rjyC*Z@kfz#
zpLJYdN!2>iPTBAmH7FW{^GV*4td@$F^k;#ae_Q+TybffCIB~ksy8on4i<yrs-dMmm
z_i~4N|2$06w{JR+w)f7JvbzH4W7ELlSV33{kaQGNG}`$AVBAO=%!k!m5z(ny$p?P-
z&?x?{uI63HtFQOS^0^ot>NB*|-3H#<g1(IJ;?O^WpxLhQGf25n2eb_IYt0f*5}3-~
zRk8AN)70>%Yly(d=cgI3W~lwA4=hmTZ&BRX6LO0NHZ>f2jd}FmcX2N_ea5<KRNZw=
zI>s0cDzSnjGo>&q5ySxp7?jm54y*k^XW}%V5*@yRX9dTIzgg*_)!hP~cit4vgxI$%
zm-j$L<vrfFo)!~3nw5!W7g%Wttj_y2ib;bke$cyD?KV{YetB9TK?8ZzIxUuVxBj>3
za#po<O!{L;@b7bwFe*B78hV)>q($j$Q8V+diPpyaw;;*my9<Pk5(16$@0359orjGO
zgeh7ULoWM}*F$kBJv}|$O(wM1W!L*&FCh;n-gR7DT%2w{FXLzob0~?tyUF<17WMWS
z8m7xUH}UsC-eS7i4u8)cteNVsBxK_I1p%hZiC*j$1v3c5R<c@6L|iE+=DIg`Aoh;8
z;+02-a%E&xII6hs(Y8dWd~~Lry)4wOL3|TnHoia)4Bg3b8W=42lJHbAqtRofi(=-e
zt%VfWw5F+V!@OM<X!FT{+J~uV=_*3*sX7@Ha<m!$JyKV&o&cP8eplvc0bS$NMLrG?
zmw<>==oaZbrJK8$6_ph*;>-7Deo6S`1nmKu2`x<PlhjB}Vov}$Q;pd2SY{x&`G<9;
z(2~byBm%iw8(8L*2)`82kS9VYa?wu>h#&rsDDmE&b`AsTVf3oNt_ZBTlgt-I=$feI
z_|UuvPK)5b1~2;oPyo^YvTwWdWJuTz&~v1hB2U%C64*M(!By~h??Irc5(N(8m1`93
zK@ZdqQaPzjy^s!bQB<ZeU;`qD&FjigzkdX09Xh|eFExk{2<t6=k1;K~q1*Jteq{15
z9kgP<#Xo9gdlL}^9JFd3AG~KH-R^$zkhOksous+<`jLx=Ux(=^s(HOrC!T~0Z8>ho
zUXXul78mOIzT+g9GB!pnXuOp&hDN${9mD*2?8zNPAqnS(%}P`z7y|vUP_pnFNGp9T
zy>vKv#6BZ<aHD%9eRTY%343lp&pWJYv6L<if;r0SP!YGwL;_bW*NXEJv5sBZyeX=L
zjYZ4cPiDa1S-TXoY>7$q$1o}pp~;}9N141~Trl?T6Iws$A1S9B8Z?U=wo-VUpKQc>
z9YBf?TYT|Ww<Mg7jjSo#6Mfw^(X5-Jd`4^tDDV%gd29+8b$_a#09u)0j{R8Bqb5pi
z#4rzYE5n9UkhR&d4d>6Umu>FmN12=G@J0Bo#13AOy*eIKZH^Y{P|xsOh7@0V+0YyV
zevs9}84zlt>ypRTuB3|0Mzix=$jED-wjUGLHs2U--0XebsSA#=7Wiay-v?Y0Az%S}
zmkZ9w=3&*(ruZ?+t=t*UBz4X_+E*9)J((SlGfsm%FyjeF0F_LcOP<DtmO=BT24xFl
zUj-YgV&f&IP^yf~-!_Y|@>|2bTq@60&qS<JkF_#b;XA$j`+^e9B|p31RN!OcA1}0p
zenDGTp#KIM-q6+kC00iB&2GuC(hUwJAN%k79GR$4oM)#`TZ|kKa1XS<L8k2}NvbmJ
z*ZF^8Y1Vjx8w6zOK&PEmtwhFmO1I<zFupW0;w>E$$OK;h<e)t527x&&Q6Q%K3xxsM
zwo2k9&Y!N~P?fAESq2+Jt0=m6)JATRyT7$1tvE14H|oZD-1-gKavb&`Ox8ZvqVP;O
zv+~}RVsL>FAosNT`}h@&E&6Hn+Re{6%SD=qeVxG_PA4eSoGpGYk%g6FJTj?!A0{30
zunjyKV|dT98a6+D#k3Zo@5JgS1bE}xDkWy^#l^w=H7f$t9>U{05d1r)+e6H5@9oFc
z7w$21X#GJ<a|ASiO4>(+46oZ9*htL^02@`@bnqfRk%EHUTUBllZ*Yqy#~>3gs64w#
zbL}G&7Jpm7bv9oM70)|1sBD|aC@;oyi`>B7N_W3{LVyT5F8?A^25mhQ`8Ntvr*vIh
zU3a981Rndfn~B7W(P_Ow8G-<jESJt9^#hZV%@4+%)wWN$e1*m~{+qtk8W=aME`NDy
z%wsf2joHbdwP+?ZuM#mPu)}V2`0`O<aAemOEoD&4$~D3<_|xwT0r8h0aZ`ocXC4uQ
zKA>a$yKRWrpVHxHcFtM9YR(sH^ATZL8V<@<bSUo#g6S-!La;+Fwgx|$D|PeQv9^GX
zTJH$MBs5#_1*8($u=o-4`7!pZ6Dz;L%5;1-Og9nXH~sj@fq~ab>)kdq!mPB>j@1st
zW)~`gxOaUoqdY{khrO>`8-r&V1(uYqE2Mlzn#q6lqm%$#h|19n&yRBtIbl(`UIL7)
zoQ`W<cca85HJi^sGrauBpfF;<9XX1?58t{ZKO@=5=e)gZ>FDSe?y609k2<|z2nOal
zdcyKsv98BEP0u2z#3wWbvHxcF=@0DviqcZtifFI9xf$lht+b1aR%HCoSU<;A#4~Nm
z_V*p84c)#iC(_`F97|B1WH=8=IzQh3S*JA3&w9MuLc9p}Nkc@+HFX|)#~hNFA0LGd
z|Fa9?519s;6?7R~0NaH13G{meXS#b+46rRe*ZENLwd8dpXLQPSjK@0ju-M?}PsqTM
z=y$L%XS-$DD?as%mkXGMtmKNL*yTsfytts{!e<ZE{%+fg3?6iz!R>U*2#uH%G4}82
zp=cm+fc%sz+P%yPkdsd&T>rI3>!(ixDu;NW!VNB68RUNXdAkQx*#+ygQ;Y6i=PI*M
z4U3rg0=K&eJPu&O7?xb=8sH7+4<2l3*%t`zgnuM`fy!tx=$Z^2wi+@9A0o1AAF68g
zrfS940i@&no38RR_0)hi$iI!1YM-HRvL*1^-e*t09_Rh=z+SBP1_Rx3%foqj!CN{g
z+RLmEZ1Q3VN`<{IJl)vmT$97-%j~C#Q#zAUKu?qI)`p@nm_R;6qQW^SU8rBgjJHoS
zuXVeX+GLumzQ=~j<$T1=K@Y^vjGmX56+WucMua?18D8?>_8L&;+pZcEQtGX@-h!6t
zk0HQSWC?_2-UPA&JzmEBroEE9cS4Zsp_rd7q7-RP+rx<r8!xz>18Z_j>9R8}ZkH1f
zq3cVX-1uXBpcacx25TB03O!+w6%13ob)cy6J^(SdD!IFFuF3d&n7KO?CE-JdbuJwS
z)kmZOt<n>H@wKW=dEgB5t~wGty{C3RxOJmn=@>Y>#U0@UZ{<9RO)II>(|-`$Q9@2w
zH>L;L*%riR2g+GZmgpp9ilD7_{|&#?sR$B0SV?hl>&8=$eVy<WWm463HH6%W45hW@
zywv_>L-$a4FO^k!<Eg@A9Nwm)@eR@EmdeU;8#MOqSj%AeVf-bMc~4CA_PWea2>vih
zqvVP!b3NBbhMfY}=hTESvZj3rF9JsU{)$g;%d(n&m6ykcxZmAyV+{*<ugSeJ!L19y
zFGQ#^(YC$-uaXq&-H=r2V`2YSbOhQ{=Jgg?9_ZIQy&P3%tXd_h3(N?N5nk!237x|S
z%3!c0T0Dn-4ah+MXglJM($>50AA^)v0nYjFz0fDWVbG-OLY@1G8RRtOg)(BEcJX>G
z@wYu-oA}3H!&!@)+@4YHW39$%AJ(jCx`}2$v-*Rmeuyy?*$z<J3D=ksYbWU^P-?13
z9vKPyub~QUusSe|J{BmY`~PyD(<9ElrN<lYP*M%{>y<Ra5#Pw}gG4z1?^;FhPFqAR
zU~3jTRCmpZ+q{dm<~(~^!=6!O>ph9JXx*WTn9E}^`ccpgO`W!&R2CZ+Kw76}qXF9T
zl8AD^kcSSPP@oFtQT}lYvU;Z<RbgwMsF)}MoTfo8prPYJe?@8%q8;^2#x@_RvDzAQ
z(J5jl>k-xBtK#qo-**`-m;6hjS@)}0nCzN(LxF9OT~=CD(ELxV5wFUi69;0FnOigS
z9t9sz)sdzw`)NhT;7)Yx1J7}Er-37uYo#{Z=i$L1LwW--9uLd(d8hfann{$QQEq-B
z;>~7ptb4at*HV>;k0{yz%fE8|Uwx7~WdjVOSdmkC&~>ce-TKuJi0AH44W9#R<MCp*
zzp<%LTK2?}@9jacAaIEQi;?g3rUl3(AQ{#F!c6S40e{aUg4~R@fzrP5q`0K4!A&FV
z#TS$M_Hzs|uDs6zj|G3T=nBFiM|JCXvZI7if-rggf@J(chs#AbXDt3@Z|*{eTWQ|-
z^B3vvk1=R8^qR#dplK94q?>u#VhceyN9{tp%m&F}{T9uTR8KS&6e04z;nPNd)9K*0
z;J0)IBR>5QRT7e(eWAtk<2pF38{*hSs=eScuJoR;u+<=O_v#?wynjrPJZ)g`B4m2m
zvqf$v{=m3)4a?babl6>J-&b1~*bgYh;H|+g4Rk$g)L&gU<!J}>t+J<-P}<e47DsWW
zUF~H_eHW2SIZMw%z2g`E&f1f?!tNK;J&UqH`FK-E?CVT0Z~%BU4r=BBke{Dn4uy<s
zn|D)ojbu9uAmvwNbzG(o2ErBye|&O_`u8&(XS&b4<sAIR>LEzr5A9wocSjPBcftmK
z_vi2DM9s-XG?29buB%}^bcVE*yp#06zWxGs`_JkDO}v*Q_rt6LBG8Xs+A)T%$eMN2
zP%OSKdsfF8z6hsYr}8Ja3!J!6sa+HfjS_ZWF1Z=*>e?i^k~J$62oa_&>q8!5(7Z#*
z9?c>mooGFC6IJVZL=tuW@k~aJ{g~+Zj(25wP@$tAN5jHI8%+1a5x7-vsm+q(!CGz?
zkC58A>Nn!AM!d;C$PmP6`CJbe7le06MuD?@_++A6w-&wuf|-3#$NK$#u|-AeUGEp&
zjFcv^6UW-n5AGG7uXQ>wZpJ=uVKAz{1ZV)i`5<1xPEMI*bZJ1wn<2K5E)88MBCt#+
zN)dN6fM<owWUB*eVUx{TYAg+vvuCl%lI_4I^%2b~`YTbSIqB*-R(Aq-llHYY{vHG&
zfgTX7HWO`Quk|yC_K$`ozgKd-GUHx(Scl<SV~h(m1#nbkxZ9FPp;<4|s3N@uAqXE0
z`47-eUG{~?3)=-GEj@D}Uc1S6TT&=puWevz@36J6J5>Ntm>7Knjcek8#4Q3^uWUR=
zNLQ6-a_)ZYN&riDV$G1mRW<)|@{1I3CD3`cOU1HtlaV<Jg#(S4b4L?!gUJ#?y@{*L
ze*LtLOp-cgMRKCn{9&2@wc&kV`HZ#&UH&uqC!sb0@7Nd%cDdwrBn}j{VKkoG5zLTY
zE_dKwwL6X_pdz+(5D+&#k){^)<k9pxs7|g~OO9EieV`M}7n}v?|NAF%vd2mP?NqGK
zzB$V7ar2v{zE+-<>#MNZhPyLj3*z#~&u963T>Y3FE0f}*gf_3GQ<P9rDb2`(v%t8y
z13EdrUY2W-!LuNI6!+t$tPf`gwi}>GmfaFl<$&qU#v5jeP<1*e6H+gnB%(N9E7w*t
zoMO7FY|RyPlvW>@fm9wOh)rFa!Z2O)ziCPdeql;cRt;vHcj;HotVH_f9Qd`rGb=s`
zZMN%+e<@<}MkWKvepvCJzvk0U2KL}4)7Ky7LrzL4SYmRj31w2gO;fU0+c(h$x^^Gz
zG(=IGybcf|$$5kVDI-9Xc8pS<Fb<s@e-WtlU(}oq>ZY}8Hf0tOX4e+zqZp!m22y3-
zDE0qa$8WauxXGq{+DiF38+U|$qyzov@0yD)i-GB7T|{<Lc?WBPO~9Hd_=uN*l=Xid
zHuM<JKLSU*4~&l{=N9M#`~V+@uL+K{Sozj6W4<CEQmFSgd5nYJ<E*?**}yZjCY4<+
zn@wm#%7Nj8b}+ir&&72w^tX~tMuVYAqZ4t4k-yLQ7uSIjIt#&~-{z>~$$sb-5q{_o
zw-mp7JMj1m`NeL=vsa@skWBgB%{TOov8uGGv24X9lm9icM|&3V^qb29WwCb1<*z7C
zdy#MJe^nJf6{cu>{|ZyViiarsE<Fu@w>xRAcYm}(Z~dnKE`>ZpJT}emcVDbVZ`K|?
zp7b1%MAyxtz2BAt4@06KDmw6_F`+S+s(MP_uuTei%4ret%KfyGUI`seu{Pv%i(o5|
z2Z``a<-LxcNZ_?CA&m<QXlOrY99dG)vidUxXMy8Y*gDHb+lgR3U$4i&Et|<kx^+^U
zI1rY}ezgIuDkZg^E2BTAK<GYV+KyUQq7gZtt<<=LD6(I+xZqL1+R#%*MIZYx=wit#
zFSdN<4u<#mkTCXKlb4>U#9Gc^WFVN&v)qmQ05+^MX}^q+K+|JBkoo8uY4yqlB7y2M
zLJQVd-v9zAn;Ie39+S@4()nbE7ZnMyqYjHsv-`#H-NIg3n%CgwhlV-J6()gnk7<Jd
zK=qdI*u;jdb7niQWsrL9)xE4Im?Ir;*LA?ELEc|?-ILfMRMR+;^y;>^cNa6W@466V
zyNcgf4tTgWHeu)V!F;6Nj>Ov`1K~inWY@6sEG}fvyRpTzDYzsS5xrJt8PV3N+>#(A
z-6sWyVw{|hcu=B87bpco(gx9I=CkfF%7~%*DJW?nsM6e){&kWSa=e^_yO?!}!1(az
z^1K4}Rnig{&C~$N|HLS&&Y<3T-sOPm>gwp|=xk4|y!f<Gmv8o7^Yapm!GkN`My9+4
zt=0MgVOC&?7MwRijgVdKjeBu+hC?gX*xU@^a!!a9y`bQGI{dvcZYj+CGDqHgj7oLh
za<|FFfveoO6=11=05jhsb1b>|tM$RgqPJL<yWkz`tj$veqc0R?LTGS-)KEu6-o*EM
z_2*8db|C`HOD@_@fatj<tpm^rn=)HLodi3thz`c8frjsKfNPmkj?$*_Q<&Wdj*a5)
z0Lg^(Ivp2s4LErktM9mi63E!~w8qb|f^QA$-Fnd>*J*azllPIBghBgj0}JvdAjr)%
z5dsS?T1ue`DqQ6JSROUysQ%`3iH$SBv+U|G&|Wk2I3f*@cr7*6iGriWu7i*Qyo>Zw
zZxi2}2J{k$Q`M|<FplWT$2ww&+98MKHhV;sWRWi`DacsVEBEjZPl06^h6DOaBJyJC
zD^05vehaMUX@4x`)Ta-TV7M7<cKl`XV)$3!M?5hRrel)<b^J??tbqFsO+C#gLuAl@
zhDgDpu-_$_wN+JdwrKlGVjk85|LiLk&xrxMqZDc1hO-a($-JD9r`m#lfjj36P*nZy
z`7r!YAtF#=M3!LIM9Kw_6wLhPidg1&<)&4i!O0e?4$WA9QeKZG{ld-=E7OD1ZKmZ1
zWD3Ch(9Z&;N&OMg%-<lw)25N+%Pl$I#^sT<jn#Kjk*}>)YEXzF(<A{3(OvgB=bS*(
z?WdxGy?nhMrEDDmOXfl6EX`r>)V9WD^XVh#%k0IPSzOze5@GMn&D`;0C|4)<QM)Bh
z2}5v%Ug;Z2Yine8{E2BW;;MlpGW_`t4+S8X^|c@)L|6|7A^(1tnQS=WIO?Ig)wRXO
zPv2r>jZAs4ngdT7&g#*9l>(+aZhXMU+kfOAQ~0|^@&a;AI6f_^iuyJ=+-*~t;A0s=
zGpMXvrTVg9CAHjc9#nvdbHt~t$*FTMh(7T&e}-Sq+`@oH$TMo|Q#rj|`~WBHUKb^o
z=tO;|m-=1r2rN*ca&`|2zX50J!9Q=s=HVBtx{<c|UmDfO=10stjM4njnC>e-kxJ5;
z*jMr&+wgt;+cx^Xk6OPUa_pfl<YN!ajg<Mb$|TdDj{tAD0Fe(Pcu6rx91+pcw{!PT
z3YLo)g39B>hAJhRox8l!ffk%%CSpyp*};kztp1$@SK~>~e4nDN)-xBbnQV|+N2PP9
z>0b=n7ebxySx8n)Z4u%ALK!BTXz*Pp@Fge8Vu#{Wr*06oc?Ml)o&Zs{dLsz{iQZ&+
z_#L;6P6)7itRQlWToVWwEW29bA68d`J!C0-$rUqn2KbDQkc|24Ib*l#?$1g3F<|_n
zs);gnv!g}RhN$**o*|dPQ{l-=A=^a=Dwt4voK`{qh4IghHTGfY*_v7ttm{@d0FxWl
zV#v){7xIB*9f2l#?Hbh1|56i}3>)}9`5u65`QIL*TO-ZtK&K=rP4RWsnlHUmRKJfH
ziS7~Ti&}M?22AKrtOaXtJ~>ky@2*btI$dQQTkbEg`B~IB$$)foN~4}g82|;YkNTLD
z6X*Y>1@ijqd})6w>L8#5OqQ0cf2*qJ5x6W0OwUfz`ejRb21>_BVg94n+PLaWEG0oL
zvNO_*phylmsMEE;_V;M#Kqw+}Fp{z_UMe$@7h6s7XtxRUeh{qL#sc3Czl4)WkT%|#
zK%SnZ>oglGQL`I+Cb}4b87?xYT%Mwqk6UX)+^ep>zIsQutub`AD#OcSV772GU)_-7
zZX&5tgnX4p+r`$05Hy_5ARKb)f8Ap>%_=}Eq@*hJgdR%n_g7B=kOmU&yjL>(r7kSx
zdbcJzmokeOse#RnV#(jLfOQ^iT9og(WiFBk2WZ&rRV@wc3SJSo#;Y=4?E|IEtzBv&
zkE0CVdP(qX@S`7_(<ihq^Z%86iw7i6f+px9*7uA-xI$f75EWO@_Pu%g|Li9|ZGou!
z^j&3YcQwULuo7kk<ESeH%c%KfPd1}hh$-4&;SuUK^Q#9`-XS~1sgTpKS&iDVQ-6`~
zx9v$Sf{5FkN88jtvk(7%H6j%I_mI%w&=S99`6ZDpU9~`h{mwT=Yv1}S5wu#p547kJ
z>YdOBNHZuE@J$+1-x0qFVNLe=o0o!?0$yATlo=@bYxD(0OfDSROEXd_u`)QF!1^|x
z)BmM~Z$*bqyGb*kR#B=5(^v_d5BC#3S5C}X@8OSR7oi<RMk}Olu{q2*4Z0?*wkB;|
zcal@ZzZ<cnG<0MLEYWP<K}0`aWkRuS5(7r!WP|A$d)%F~O-AvPwXPmGUsvZoudT0{
zw{R8HeL$_?o|~564cb3glHGp6q6>PtSBymS`=rZ3p9mY^5l_S~6KMc{Z0LUv_zl(j
zRcV6R2Vmk8e7y&H`Gb1EeQmj`$YT62k@~9T6(W3rHl3;Hn<7j%(bda?g99zs?q^^V
z5z8^gNrbXjhb@l}7OIV^j44?YRmy=c=nON8zCpEk=*#fKq@&m;Mu2|%<%lTqkf<m5
z$f17&>=!XI#|=~DF1H9ZsKp`o#{H!YvY)+3nRMbV7Tzqv?Q5;$a->E}p!x?`G|g-~
z{k<0-iQh@`CdRe85)q(Y3{i^XM3eWU!7#t9Z6d|a)Y&3~mam;$w+1u;_uJ0~IH~qI
zR-lB>rlImq9dF+E-63*P==v0z&H6ZJEVy~Kig;H=WN!2|gqB;Kr(H&%k5omdJ6NK;
zx~#O4d_CXN|9TZjjWHWWI=B?Z0pJYDTUGR{5N+Fd)}9VN04Y#Y4}_v-cyUSvvGIk|
zRrfRSHB;ElCt#%<>ExE1os=;M)HbrmJIO@U0({`L3U<xqXYtQ_QLez7yNmV759`NC
z`1GHtmOYG^I(S*#Y?^`PRfH_vHmbi8j>yq$DQ<bi<t&)?%zYG7TUE4d=$}XA-6zW=
zCO{$;)R4JIHLIjZAUF2@o%T&J?1fjaUddWWPTSoa0+cN;7Vdyig(kHH!`*R*X<Hv+
zFO@R1!sDKI9yrb^!mC8!*!*bz3x#T!bWP|Ny4j*((Y%&UkZYiSp+qouRAcb1^C8u+
zNow9JI<5YP2yl;^Eh6OdHGF`y0e~wp5jmxRYT!x3vZAuSl>+d}!{FQkTIb-A(H8tV
zj25@9IR7!62^vbm3?(|M-!97bK*ONJ8fn-YVLAvziCaVH`#9mxupsW5yM^??BCD5=
z1S_mAqn*8?LSfS8l<MHyWK#Va$NL&F2xzRLbi3DaQW&*)2s98ylU1{JPU?*Mj?}EB
zay`^Gk4XcoG53E`Gh{vDYdeh)f~8nzccpA1`#0mqn`z$ILE)tnJd-b-G&93^sx!ob
z$SdM2{>V#k$ffEXz@2}-ZPNQ58jAKu*LP2Ux&6^X0YxkSw>^pO-mG8b+vLuJIJ7Y4
z@Cv1GPTx#?*M3#+(hc_AMuo?PioF-29`+t!^&vb0dAF+xB>&*-wGPWK%Y!QgCSOe@
zEeLcr;aEYg<)MJ&&b~l_J?7rkWseby>h$@Qys}uyr6rkEk~lOpq+6<inS8;vri2PX
z1#l~i6c2xVaC^>@gbskgTOrR)mPFu)Z?zfmkGwrt<CYwWUttOQP>l6#xU_noe+W~#
zy|>Q>5bxrcxPPPxL#Ke$)E7&86~LB{SFXE$>_Mj5q9SoCTZb{u$0FDJLVI(iiT+Nh
zay&e>+{#cT?kmGegNeHwYmrz7bxpFZno@X`5;hb+nH_yCNt-5cPkBdML&p3Kb#H7{
zssHs0ziqZbHg46L{}zrv)M_8Ig%9h3<S7Q}xhfuT?Gdup%VL9^ZRNk>Rv7cgwO;`@
zwW0_&o&KfWNotaJSckuj3m=P^F;&swPdjT3ew#+F%T5C=0n<pt&{Y7<Yj-US7v<I?
zB*r4(TQG0dff8s4-_&zaL8i_8k9P`fO!<E4Gp6IJ;5Hy=-8Y0dAc=s+!|h04lv)gW
zFeL(`tJqP;2XLguE{T372bF)+WO{qX08Z%OrbUOV&l`UoRa8bMmuqq&%vh#@L>0KA
zm^9<OhObT}sK*L?+&%K8Khq!fyNzOL5lwj^B9-z^6S|bfwX?(NXQhA$=gg2b5ey7E
zL3IRnk|%ItxDk2F^dWe>Rq42Tt%`OQ!EZ<t6MsGr1*Ywlz$yF|r#uM!ojrZ7xNq=J
z9V@cA?UjqI{!5GI-mDu1IIsv<{<jFcM^7-PkkZ*2&RQNF4cL1V_AV(+ep)7q>>JAq
zMM_qLBS1KmJ)I15`S2~=K-En{Kho*M#OO7JDwX7F1K=Ijqg(~*KUNVqW1WK_C(_{?
zlNFmwt_5xnP)7GzD)}W(9+uI#p53s>PZr^=a(o0qU-z}DOnxzfzzSQ;yQ1CT^;dXx
z#K%O|iPoEQNHCAGjT&}mD}@%B<bzhyy!+|5+3^R<oA67E6Vb*uY2Ub~lIfvLXs~3|
z-o`~qmpV+WxqzF%t#yBKN$%2nk20HU{^&GaQNNoB!D@BS5++w|mEE$m5f+}`Y%3V|
zs&40<hjV>RE^7R?hkx?_IHT~Z3GzoHL6`YI<r4V1Z>sYz34cPCsl!xbL(3uO%nP*6
z7kxjQLX$%7aQMM<#r<;IXF3ufAbDw^M+#=aR4gRG5=7E+kthc2Xfgi{Oed<rJ&UgZ
zS+m7e9sY^9k#>@*Sm5B>q*r;M)@rL;mx~D8-vfV6dSzkVBjhZib%`Yi!E3-xn+7yY
zoZ|`W<Br{`w0^kJi3`07h?Y3*#Ty25^l9YtkAseqDZL={&;sadc&4*<x1_LjG-}6R
zmuyyd#%25!6<nxrw%Df{e`ogu4a{Msu@P4_;4|Ujzy<cQV-pFkqWf={^rz;Ukv(cS
zw%vvU^9QsMVLKU@v7H2`ET(Dd17&@>6$KIWSA6R-nrKij2^teGwonOQgdNfu=98+{
zJ7U~nscg5+7ZZQY?kh3WN&rT0>D>R5`EzWOy*X|4fuHRI1qJrsI2c!$wuxBZC9V*$
zbZQ$4;@XR_&Dt387v(wScwPK=41oAR{?3k)<HNqcctO;j60k>xni&x_6jLDI$Gx1)
zoE)-pXK>BweG}zCgF|G9_XR2<Z}d9F?m4Odb+G(CLWYX7HAr-r&b#fHtkG7gM=@HI
zh}+l>B+i8Z|3O`6qrzD`TLy=+t&qDPN&3>E_};drW~rqN{^_eU4hGT_GLHjK`znzG
z%-$a9HD%kr9$!nC6&_eg<p;&WsX)W7VDc5BL*0sxy0jEuhk$k(ZK>`-)8UdJ{#Sft
zcQ$258n2!%^P?z$x<dzU&jO+dVo~PBKLES+LFs2HArnYbMNpjrb`4Kkm!^VFLD(T{
zkxve!TAmctl5QH-zp7zD=kag)y{Y$+5zc=0iU_Lm*`Q?U+(5$chcD5}aIl0m{xQIi
z7615H>wpPNtM7VO0{Z&zlHY|O_Tq1KR+uS02P*1xI(O+@fi+3$`ZHa6+UJO;YSOhp
zJ#G{J%G?#~aSDwB8;$u|d{abuo_9a-HG4N7AMWr+HO=}v^X^nWkp(gOuD}**w=h=|
zop;!U3<jd_Pt?`Fa}sfTYEvM}V?JY4#1uD($N4aM-z4{NbY~EAIl@&!8~5Yqb1U4!
zdbd9)lNhmatcJZxCaL;>Z$gC>#3hk=ua*d)_XA`l9xOnV1se4B<p;!?+8k4_V5mX~
z)Q-?BcFA$cU90uZ-*=TQ8kjeS|C=|ov(}!CKpm0hz7aJ3neHvq*V%N`=Tya?Cq|2r
z8k>DQp62${0y+A@)k*8_?y@?4Z|o|_I}VY7<x&RdspF)mAZ`6^IQv6S3Lumoi-!Ce
zed2;}zc2BRDCs>wKkxgTk-x-Ie`dO2q~nvbW??R=hr9el4_MDd;nj;=i4ISbqKg|p
z1swh-1nBeOk9bj3g$4L<`k=u7uI)oezW8U(H7cJ7>dq4Kyz@#C=e&I_3RujnON%u7
zDTUQ$c=}sKjGiOZU(S3qniKj|0aYOIGAee58IObVoSe#k{`X6#CoBtn-T?egmkCm@
zVKBE;ibm?k@0ea+F4O>uQ~Oy8{??z7uVk|x9IbbkN{iVG!7GxjwZNuSq9VYIf9pGm
zoRL25X0JpKwK!B5WMKpV#;^C!Bu^g|@g6@mO<BN!zOG;Py$AZ->ag$#VCqUlhgzrL
z3PS^HC%KKs&()%BUS6<X$0S&<F|14Y{B+6-)Oxv_T&jbb!fesJV6x;fcjSmb!^r~>
zs2PCYB`qSmR0^pdShxoFL|n8Px%7VuMV}(9ZlT{bhk>69YbE)i>$EnaAOA?MsL3go
zB~$tR?rlYIKRNfj>~=hxz3~aOFq(vQUE3mi<i95%<@IZZ6od=_At%x9u(nlws?We`
zdjbtuUwo0Jq#D*pYREP%eZLR<OH9I=)Cn@NSs8CfgIA|hFPwlgDm8qX<tzHL7w+Cg
zQUoofKd1#qeLugm&@+Lcc6nfcR7xd0xr!Vw_>2&Ip^)bvl9l-=oh!(>-rKRsK^r|`
zx}sL5eAR|rI}lX7jFx@LzZkw;K^ej%ow&!)WbxrUhRKqn)GA4gI>10bgIX1a@{<>^
zFghD2#)EyEq>qN<)2Su7tL6`j0ADyb`vSmDXYlz=VU<7(1}PN2=dWs#_X+0_9dd`2
z!nM-VXr`7LuxR#gzB|<lEKK)H0+BP6Qz!^VrrxbD)m{)i?nf58_#5Zs4l<1#$(o4u
zI02F|#XG)94i<L*gOrw~(li{YKR&@V!B%V)+QC`0$HI!g%a4}gbHGLff91|u!=;UQ
z>TC8QZBXdC2wkn!BT}<wZW>k7x1Nl+#0DI_wA@{ftOCusfJauBm=Fy<naR~%NwYb&
z^1V<&6wdmV{RwG$mpDxD3A^%{R`o8VZ|?^^gaId&Q3jBCEWURNnBfn(4e|r&D1i1H
zWuFyUxM=FNa?c$*h$9fF!<rne)v-}*Au=8p4;I601p`c=9e%sL6G#16A%Z(9v_*?R
zZd1hQmOJhVEG@sUf3^OM3>T&iMhE@fj9in%t$B|dZ1O25n4j$m;C`eN$WmIg|LDj!
zV{a<U4=D^<yOqi~lqM*eSy>8yGFLG1%?$h!wG5Ix|Jw<WZo8IXme+xdg#And8%HR!
z<o+(%@q`o3C_8N@ge+YE0Oiw0XhPE_dBa}T@6AV?(X{>v3C^zY5-KYS-{(?Yyp}@f
zRs0PO@PzF&W_ZBDG|^3#u9qZt)&jIYa=MEJ&*S#V5j3}ZZ32}}pOW?Do^tV*;5*Fu
zNr?km=ZkhFc}(bZO{p5l{zC%BYQEa3boP;h51Jl0l{A0HQ=&4z;SWO1*P`q<8lTW2
zQ~&W5>=p?M^Sw9;NKnNMY2~pIj4cCAa_iO(`jKW20JpSqHs+ZP!LBCFkNUCr(r9u_
z`(Yv>c(%xxd?Y50wxJ|oF08&9SP$4d-Bt{0mfz5iY(ej6L+)o{Qy?*5U#UH13<|&>
zH%Z=|Z!6dajCfuP8sOl5B1NiCRHuZMaBGVZm{%a-vk0LBgrfZC+VwU?4u%N&zMw4h
z3^~L`!2{F{^ps_kI6r-0Z)XM+BfQX9)l8t)R7K{~Q$V>ZeoqW#d!wR5lNdaYOhJow
z7y5{4yZ~4$8qdTZJ#Qu-i9P?L*XJJzuM^8i*tjd0|4YL<d<U+cr?m!7GzJ}3u0^o5
z)i?{pJ59v>9;2YF4qR{nA>cFkSx#GLH?xGgz(n^LCq@ktw>Q)hkQ1nq{uH$bqPIY<
zn5KwLHQWiFef7D;Z%!647!-4b-%=xvVO2g`{!=NDHgYPG<Usram$}M@3uvJ+rbh>Q
z%=*w(9r<@`Aum+Y;lMmlRUt~bG-Z0cAIH$P4<mv{Fx;eCsfP-+ice>Bz5{!&-t60-
zc5GrEn`;?at2JsNQ5C!^L$Z+#ZdOT3BY8hWLr^Q+VdpPxE{IqSL7P6OOWd?IZTLsW
zjrx%<cS!Q;3WKgEx$c}{1&`5V7KH&|^-J!@zw^jp)2E0}EdBBm-+0v{-khZ31RCae
z>f)lqUm3ai07Vh6a(4i{6ZI<*uOvk!18FBzMiTvp02!XB^TnUj!U7&ptT3JiKCtzY
z9y7!KVu)ksp}{KK1=kR1{${6+rsAc<GGmZxlwUtqO50VqXy)NZt5z_ynpd-Uz)-WI
zj75PC3$Tu1ex@}q#j4Gm(Tf4D`AT74?E~T`3tSsj+eNW$#$OF`8`FSPpm%Za_NW48
z2pL%)4kKQ)hA?>?TCt$<H5WbK-0{EGwI<D|42oazSTuNt8gM!L);1@4db+m!l^-7^
zGJG{$VIK3vpJ3K`Ci>^!eHt!558r(kek}A{d~`m;AAbB$ji>7#Y$1NWT<_o89)b;^
z*LTkMTm5Y1RJ>LbjUMpugn>y$4j|*80}zAVcJh;9f(S;~51U+mf&c|ySC=Asvz<$O
zGZN<e0MFX8R0}Ppmkw=Q#kId0e!NqmjQVB#l#C#D`YrZ-me^v#CxQay%>L|uX`RD<
z50y9_iB{oHjwtrY@I>E~fVH;9hWBk-7<jelQrXFIu;3z0z)b|e<_QJNaJjL5VK?0u
zTQBT0v&HYnurgM19FR@NJpW83i$e>1mW0{@kQhX{*k?M{B;IF-J<C){^h31iSx6M~
z61VecJC0$TZ+Y=0iIuKZCWT2KfpO;65P?RK1#009$NQWCEY(QA6*Zw=<qFkQ%lkHI
zZpxoIv%p3`as`+MAiKm^Hi7dark|yiTr1&C{>vXC@J#@k+#{}oD7gs&LQxy#FE^xx
z;9oViq61g)AMttlexrIFR}SH`=^H2RZUsH%R2lnTf1>f=vtNReW4wlc=(Lj;o8i?Y
z6k9;_+B92_Vww;&%nAiJ7uag5?dLbf;g)|t{lj|RWIF@wOFJgMT^Eo19_IsuX;n8b
z0pHw2w#PbK{b5;dj1X4Fv&Y7hXnPSL?59rAnV0=-i|08IvuF39g8lk%+G3&3(K7>^
zjJ@~MSA44Ur?7O-4L{(Ou`~lD)aEk1_V+j2>wu_kDw+&HDpnvox@oAf`)Y{LA@{Hd
zH^n-hTGl_?r9Ara&3=sz$hbuash6S4CXP$&+GH_@nB;CRN5);xluwcqJ9$DXpaFF%
zazz`Ontd@#Rm9~l4iuud3$AOpcCOzjW8?^OpO_%BbyK99hN{-ahFPC(--s&0PMVV@
za*g)`+~t*N7=VS^YlOzcx9zdj3;(qA;0m_YPi8@k23H3ky+?xE#p(?j?~Y|Df3vk^
zc>5;bq+Fk?F&pBs$W#2w#7Oj*$Rvo^2+8KpyTr9Da+{+%%(94Qd4S*2aw;uPDPiGD
z(fBG;uaRQs>MMTwF(C3y#LE=S5s%drJz0K#JfKS+@RMT6p7~o7)Cvf&P^`T--|yeb
zJ<9`DU<W?jJ?Dnmr)Zv$#pc_?+lt!-_x0%ih4T#ZH|;2GKSdMAPz!%)mA3#q1wV)-
zuKc|)_&;7AUp8)uy0`=3E@9`U*D8KD#ApD<tD-qOKJI*X(z6V-y-d?j2OL4euaAi~
z64aG<_Vy^huJ`f66_Ytdck;g5HS83$QMer6yno^$+Jr+F>%qQQ=<Aw#z=CdbUyR`y
zOTuxgtEw9g8fPVbH6+gfMH_B(?yq+{Nv(2CEz(0js(y7S9BIXMEMc^O9Wi$D?=*Z4
zRmAzyEN|n$fYz_1iedG1Mt0V+s)`@LuA-Mme6H~Dj$`SnwHtFce|Sv{{&<`Q*sZ(y
z4*a`$k2LJ0{5)+F54wS#N~Nym14+RISu<Et@98bnUwdk!#uCgJm7r{}<*%h?@mQB4
zIU(7g6bY-*BTeLQ*XT?xCco)Y{a)27A}l6hXPeNlaG%DKpeB=&e@yZ7P00ZS4@NEu
z?<ZEQm5$}|Q3gD{`0yQT$S|r53ABR&4e0dJ-p=$Obk|jDml-_!$x(3y;LaH|-Cv)n
zXZy5Rh<qMd1&hH`-wtRS`)H0n9Iti|<Bq8@1zt;vro<25Wz*QUWHLX6j<pyj_V|<F
zzAYyty#NAW&VLp{6sTNAb7U4MM0_8%<-{9S0<oFir?f`Rg}=Nva316hqjJLdX5QH%
zV^tj<dx%VXg`nLSTn?Z>W^H#+1nBx(Qk}A)Nje^>7cVp3^zxg@5EtR93z_m&Y8CTC
zY7g*=!lbN_A0bzV2~?kl$xQ)KDNEF?^v28CG3vf|6P+xqA{PJW-b{v6%3ww!BD-7m
zz1VD(^)%p8E-JqpP2=4h<`(xG{qtLC-W)|$j>W;prgDp^^ISvldGhlVu(4jio~hHb
zIHQRLx$WxDQZznuCcdS}8vrJkqYsd>>Lr>?zkskol`|7xol<`fz%juxBAVWQ@z3=P
ze<j*zqd=~L37kJyrPBIm@>!CKtqcu6;qpJNM62Um;tkug7@~iUpYa@HXqL}?!$4Mr
zA;C2Wfji-rypSP&r{A*}`L<A>{n+uy`Fs<SaDPGYEE&T&CJdkRQl7MnMZG}v{Gzrc
zbNi3GtpRd>KWf!l_cbs35`8g9dtafi&ASCYbp+iKqUM{nAdfYub`&kl*g^}R$AACN
z9EH5svQgT)bSOreRL8#7hE6+?Y-|zQD*pWUw=bZD43S#13%~=k-a-2SLIY>ICQTN%
zzNiNB;bMy|#|vbNBe|Z+-@io`v|H>C7jzKa->IZ8+jZA7%>8K<g#v~@E1DwiCln;2
z$_{&0{)(FmchZA@-;7N~hZ1+uGa^#@M&y(FP<)}<)!&z^vjrBu%Qbs9`jdWYcKrCq
zzX=cVed2Vr4E}RbvQa-WkwSrBi7yZBpUl&0wsLic-*Jd26bGjtFU;r;7Z6zlfsNGD
z=d@6nHdH*)bkYHT;+)%7aP^2G@f6Fyo^ez3MI2d*aW3S`g`$+hEgNa)qyVsJfs7ZQ
z`+F?#W_uo0eUJ>|IN4y_&U9QUtE~}ucd?CH;auA&;Ic%vjW`T&R?OuyNqfnn_$h^b
z05q6mVm|dtcM2IWX=FHdGm8UGIwTwKi^?o&KARLlG(?Ig0NZh&&7jRT9J+-reiiU#
z%pRXl>n+`x;fFzwtxWQtIqn<Z<ecQ6h__!>XWOGs3CH+iS0>|h6_Fb==CPWzVi%7W
z_KyIToE(BHP<;tR`8aP4;j(>mta{2`Z2(?|((qaWA%pB4kZQYeA2Nj2LH%XMwBc?F
zO4KH@XZkEZKVN3h2-t>He0J4^K9~*(>FyOSdkpZxSMk32!PA#@vRK)5|7-x$wHj^9
z;YHR}Cv%D{(k+7pgIvr<G@T%5HIvrX6WH6GaqHF$&%B0j$$eGS`L}oy;R&sj=`gp)
z6T?)G9tBeTRszsLCcDbw_h+fxV4_<W08V%0&K5jwMYdf4`Yz~$_m|7Dp<C(?h1+pn
ztvCc_O&5AL7@1gXiZ98rVSCz^$6panEq#4*%G7Wqyk7Or=430WQX0Q!hFVN1`0mkT
zX1Xp2u41N-*6Dg2C}Tu7JCjo$<+~yB1w`{3C6lFSXCLMWXWVKVHbe9q(WO!{nmU71
zBo5AE08`J9F5$)<V{Hoz$u%`3yks=LhxK!c5}CI7Al~kL!FuYYiEkD1frH$<D0znX
z^SVO-_W{ap6-4v&8lc0%TzjCQa$Dwf(U%ipm!6LVV1<uy=x|d9nk3wLVabQRBd8Kk
znoif<$D_3V3p{LrlxlP#9MT{r0QRbgRBeQEd84K?v>}<9L?EqBDCKDJ?k)}zjXHLf
zukU={yoC-A{@JoleT2ZV@MYe14*BRl!1?pi;{$LZ3vjnZ7nd(0N`7ycyH_>h+S)VU
zE#c*#;iwg1&@I5y&50Ir7Pt3#6i(HqvtsM@Mb%u2gd|HPLtr$m=L64x2ZGF5D>B9k
z)r!&=@<{y}o8MZVGbqnfWka&=_rW@ULMP7N9_6mWfs*t(831)2ZjT<H5>H>?W31L9
zpLArSkL{cEMH(L9CbK)l<o~@G?O2fsdQS4jzTU!Ui?$4(dc{K+6@{krjMe%0$yw{_
zD^PO@csl`%$W&33kW7i&o}zJ+!~R2X#QUwz=-_C@SO4}4Omu1;?S&*LJ#l-`hLP7n
z2mvBoByN{O4n^4=qumAslMZB=^gDFUTDPEce;*~{q&5)bU!BGc#!Ck7PD6%yplyhK
z_0!?%$nBKI7bOA6!>hvej$I0~T^b-v=dj4@sL8FjcZjZW_Q3BszAM@WxHpVPm^(V^
z%P7g1R-~J#K!md&Fa<IA%}5HORGu(IWhYwYfJzu<rmCp&>W~~*NC$!n_`$spXf;^!
z@DXq0j37u;L0E^LF0hdw(zIUtzkx8{c4f&P4p?t>=|wI;b{#JaO5j|stn)rkr>`)O
z77+Og3`+)49t@Oi2*uU!#p*>d@6$%F!}>6G(<gpdB45Zi9Z?ijXiLhuzW)A@M(7Q8
zPEXAq(ij^=+s57?@mq~_H|JWvQ<PKgF3a|!HM(k}L|6tYKhZt6_E+AGC3KPu@QEzl
z{l)09EY;}?flDvCA~BFds}awT&Byz3c9iu48h)b6PECrhkEl0!U;t2bCcQePU9Kt(
z_99#0ccFM3H9!>&Ia%*XJ~qO76dn;L?qWH%{nFFxVY+Sf%e%#8;AMed6BYm-az2oa
z(QGR`LBS8X_1~^yoBiHvBdmxr;RiWu%dFti8F$!gV1QcqaNzVE1y338m7T8)Tx8iN
zPsZ_^PE4J)Gwc~*k?M6|cc0_2sV4V9+5kZf?vZw--k8=#@LL9cBGGvkl7}M#eB0`*
z=|7l;lx_=4zlTQkh6$x6-W|-%uV(Jaaw*5mZGMIadEof}l)!MlC)8>?)p<a)C6YiY
zgm|*@nOLgtiZG&i?W^IRT-(^&gW1I}R`udJb5Q(3W9egZ>c4^3Nie>S!Y~%hwchFq
zq&!VA-?a$l&}ovm7DdBf)5d;H)JAupqDX%aZY{+3?ts_Tp{R$-`K#3z%OxT(#J6sK
zhZ_fmNvjEc2cu0F@;)`b-_`!zsXdIGNu3VC@D#h+is<`cb+Xna(wMzE7_OV7^$)-u
zixKu;(vcg|IQ|n_6JgR^T#SVb@v*6~B?+`D8Y`5sLx428<A195-c%cCu$*)-bmvBz
zJKEppNe{pjF+S$jhN8Q4hRp|Q<J2yBvJIc-SvH)1OF}3CBf7SFNMy5r?9$Uw_^|3T
zLlezr<aKM_7@EEH)M5mJ_RV4h$H;&`R<FA~{3{reZr_}$Ubou(({%fA(=fdF+_7dX
zcu5DbZBKdW&=D)!?EeRcuU!`B!<ZyvJOYwoo_E>G0GU}`$Z?M=DP?SBb%C``{~sRS
zXVG=q(0RNmboiFkVbMGn;!XNO$<EJ=Mmq^|K%(HwwWDd`B!CUu4Fx#((=^HnO7UVx
zO5hMEapZlTTXYH}gkSgGlme9}FL%)Q=qJZSj*`hq;G*K$`^Wbr=8lU!gPutu`T054
z<t-tPpM|E?SDHCin?4pw)SeBuAh-0spBs!lf92m|e)k;3{VUK_dgs=_dZo#~q*!ZU
zcC+O)@8@!oEaA1nerB{LYliVOu8-WS1TAAHpjyQZrSbdKdAFR`i^(4cCahW#i-}(?
zIcyOdEVSJkP5N=#F)9cAH=cJMSUlo;WOF#LKOh|JsRV@@><0OdE26*#rAwaT?6C)5
z37G{X)8W{oUF_+4m&D-C+gs@$d`<+S$s0!d9JWtTDV?KdxKesnae^x_QagPetj#-^
zajbtsQCZeAH+JdmB4n3Q->!x6_ArI>EClO^=VCFtGyf1v3)ii~bXqkL8&i$iC^8K{
zCIbQ#THlDLY<XlU_cA4j3x6(q+VCAg<^2B5JeXNSfJcQS>Xh2dQ<M-7x-{{b^il3r
zNAGxA!rOmCG#-b4MOnwLl@X!h{H4r`lxdR+T0rJG`Ed5*%G&rgO^fhPR}b{c3><&p
z1Za(^BwQ_bPTUj~t=QB#Zfmq!1;>fK-@O`HbLd%!X(1mmpP40NLAYi}*S@ht@w%iQ
z&2Ok~QLPT9UV)=LAPtUZRTooJQ)OkGu%r*}7@PmDUFhUEUL~2K3L_96%2ao^Q7C^n
zTPE$CC9<Ln9_T(_^K$!LcR1-ykPwy1>*2kd0fWJomW<-}oUpw0ov?)LUdxr)R?`aQ
z=??|cyE}F`jPGt0xA2prud3(!XF1@pzzQ&Nea_F%QQ}_%WVo{?;Qe_Pw|BGg{h#-z
zwz^uW%vMw4@YK(4WdA;iTqBq&Lb?M}io<Ptq>ruc&qB^Zktdet<s2dj*9bk}<M`nR
zE6&Z$weajHk_CB_ty;<vyRS$GvLdgeJvmKEpF`-66H|c;5&oa!$K;X-xP@Ul?KcJn
z<I4gIek|t!11qUItxZfZ?qbYsFdxCkxpvJJLq_D^6%E0c@tH{Ef$A&ErWgCON=izX
zF~+;2UT9UzoN>M!2EmvwT9q))^!8d?DC*XNcP;*RA;a&wGaOrP-Mpv!7zoh^2o~h;
z<YJ5Ta#nfpQtd}eH990jF?Z1^#573#AAf6R8W=oKr@XY&wqyLi#vlCY<e}?-j*btS
z&TjNb+*IFpayhH(Prqrx|93@0e0gl(BlWQi{*_y$2JZZn?O%&2tnImiMBos7&#TPU
zXt~MYJhl0}_P>m<z-JTVDJ8^b&y9#MmHJRwh;QHR(~lDQ34{fEJtN3L6A+xF9l}?t
zdq*V$7YeNjK4IqkF<B!M=s}b9ERcdxIR46173c(2o_>49B(ysC%{5+8KBLxvn-&pX
z=ZCp&N{67|=x0_`w1)SaRg_RVy<lsZSP{l?7uaDHMgA{_|LS+-jwE7@s09;X<Va5`
zQRJ*=6eEa1EyidcW%Xg{R!<}w7Q3~v@<5jP<}AkqK`-=d%u=(A{F+KDn#+aZdI1@u
zTbV_b0s0lFrPXHa;ZlZ|KiT~=MXWzT!gaM#YmyUPUaRG!ELhEOcw4ChIoI>BUw|9t
zXZvM|2n=QDt;=6lmZ>Ux1%~uNtU(r(JhwVS?;}=sAO9_eR)B3itUd9}^W<$g_wI?8
zMQEXFp}vcmQF-_7!EHO*?>*ASHmyBQNtF%)rQ|7zoRBx3Th*X*#>HpA*Ebry1ALE>
zKh!)lXd8qJcA888ozZ3MOxO1T8PSLJH5^~r=k&tSnyT~y(AB|pbQg{Rdq$|!o%9}s
z_6N$Q<3*UbC5tpa)2Y8|bIvn=m@rJzP>stfO@@Mila;`&TLRD``?7$sG<-u|zUE#_
zq6v8N#qM&ZS|(iwgFe4+*1iNzOdQsb`d_}5G!2cu&#E1^+aSF4&AB(I@Q-5%d^#!7
z=N;o@l6H-H?fmkcsK5WFoE+PsVbs&*&ykEt*YSUk*fU`l6Zu>cuR%isIJ0AAA(d;d
z(nij>d{3e%DwE=zYiWKt2OFZo^PE@d1CN!Bv|p17817_IF-(Dh-MSwc=65^4Jcj%X
zyELpqwYPCI?Ha&7k@1mFR)30%1ov+!=0(OamMDl2S~)7z*)2)1$306{{kQ57;Wd;P
zu9CGf<CE07NJN-C0NLF<&RqkW?vKH<>N0FJe~LCI>AQft_yAN}Ko@eP!`eP5>q4yZ
z2W58!BhpPxN(m5<NKBUKowLaUg|v@8AeL#;G=$ks2#nQ~@rKy&eFv8wzcMuHUlv3J
zTxeJ+{P>N;Q?J}E0+g&wjEH`Glr!VED&jNH(nT{suKZrd<CZy5Qy7=_$440fR@v&o
zbntlN^?!)^>ZmBYFI>72P!Ny?1?i!?1*8P&?vf7aZj=Urp}SkU8w7@Kq*FSE8uGsU
zzI)gG+qGQ7d(PQspJzWo%V#6<EeL&8xe?Akty-8Fgd@yKu#vJS0FO1GfnC;h`z8G0
zi~#nb>jsD7E`RT=@T<RvjIC)&>~bYieDjR00f|gF{#fXHZWjA^bbMeAi6hSj%EDS|
zUlR@jRA6huW1voSYryrw_kQNgwU{L&Z)6Sa6HXkp_vlV$4NsSd^Yzc~U2TX5-a{i^
zIya2jf!Ut$*Dn@%?}c4(#?3jbXXhdg--;6|ym%)(`egVtKegT?LwRe&@IS?B<FqZ&
z9H5vzr~r;?ZKx!i)ZUMW1{U9YUIR$~o}-==@M@*gMDub;CKpj;Y`cBM!$b;!MxlCY
zXp*Ny!3TNFwM`H(Dtl-U2s3Q=>{W<@6qf_ZUELq6u!kj!lFFG1WzrR`#1fYjpRy?r
zEi^*@XB9S^DQ7v}N<<rw_-W1pxX!M&kh;=R&|6M|zFa!`BT1u@eUJUZly0G>zi(V#
z7K83z6B_g$A7>X4?z9IS@eBA!3GWa=<2vr^p2|ebB6oKktHDiLN|L!Fz#yZKqw3YF
zgAytmiSqYu5(dj^X-(D&&br><&^@aq<uk|)=5B4{A+<npA<0GH$+l!JRS|`HJp;k`
z!<(zW0C)WYt-6unO<REbKF#Vq0O7%oX~Hw88S?-F!otU%u(WliiZB4ZpP*;tvf1T+
zfNsrqkyTuiQb}~V|0IW4bah^?r@r`i@RYxLT^+_F-p|ZRzer~3mc~}IA5XLBBXcbC
zE-1UiMAd)XMsAQJi$HGwVwfL9A^T(9Q6NcsCv}|=qpOpU`^&ebS``&;!RDQ|Qjh3e
z&uCm)t9q-|6<bE9$7SGg+Q&<uL>bb0-8G+Wtl_HFPZ2Gbbd%_P_QqHX4ZK!B?nK6Y
z$VC)=Yr1N_DP*|9C>dBtecjweXD%2O*vplQye%)9Tt6Eb7#B`vwY6x2R&1!tZ$yCQ
zC~y}%Qikyh5fLijcG9;m3q6}oAYWh^)d?`ngyR_4>~*P|<`ENuK4zj_6Mz&;;S1yN
zGX&Qbkp{X2>+g#H@N02!1Ps1$<6>v!bvGFIku)bbks6KZGq$zi{LApAcKVCJ@k?IH
z4VJZzJC~te;-`;q0e4JEYSQ;h#9^gQ6njUAX^tyZ8eK8iferOtKU(Gr05_<ul7w1X
zPxwZvtoZao*Peon-emMiJk#h+vNz9;3GXyYi^iBebO1vNuQT?z#xEva`hs4W2qf1D
z3V4tp^zJ<jJT)cYCDCT?nrfK&K5LnPWwvN!kM&kiqz0#|_srK>KegyE#V_|siv?b{
zxEqR6^j+7==PQ=(q~rW>{f9IKfDGcO@E7YR9p>-;<7h{RA#j~uGn$>POTG+)p)def
z_%FwLkk(<Y<4kmP`{Jph1K4rZ#k$~v?vILJP6>83`9!PS+QUbH;ty=^tK5FB6_@nR
zo_O!}c%^kE`-fkOwd6~|2Bj5tFcZ#0-jrS~BNaV+9eV@*w2#Mp27|zw9~mP$8Ftfm
zX5J+f!OpJ%o$eo2dd912c_b(jPOzV|TS=HhZ#87RC6HQb=8`f$6^o=e9Tidrzu*t?
zCFPqOn@cw<vZM}EutkDE^QuzFxgr-+--wApec2q0!Ppz}bsv6zU~m84AqOoq6!yi4
z1Cazq6Gh|D=O5iFP?8C$C4E8lsf2lF1bM7~cr(UfxJ{r)3gHO5D`os0sJW->CX|<T
zJF9_c=QS64hSds0v&GUqhw4%SnJr)Yr_i5JyR)pcUh4zaXOo1e2jn$~^T@M|tVr8M
z+bM%FgMqwyq=Zaym;^3~=?+x7mqV*w8eG1B`C>=CTNJ{rP3HRPDEFVHxZaLUfQ%0S
zmxCM>aJTaBo+%6bo{(~c?_-Hbgwj(jR>j=T$7%jt3ZEdk2ZJ2cjH>`21vW`g)~_*6
zO(ACMVrHs%=z`qWp;FTjmsnzYz(VW$#jws`WuP5Nt2SSt`&MF%1ifSvS|;Gr2nIl`
zQ%@s7#PwQuKe!8v{EZZgLF}MSTFvzWbnOrmRH`Rqjl?q{GQb69F!hU5fQN2iYA#Y8
zE=pPF-E7rFY>tpOoT0d$G%+CDsY#drWVEGsK(!2__5*CTwmwITJh@NMBG_Gr!}sg1
zbJ&zTS<JywFBlDA7-aDhtDI;Y=8y^JIzedp`CudtE~8CJu@@Y05PdV1!k=^Y9Ksk*
zr`kS@2|j-65=?!*jd@;w(H6x135VnB&*iKs)rG?NQK2o=0v(m_@gRo<8?-fAT<|!8
z^VAy3lusYH+7z<dIB5r;-VFVe`s<#b;vx)}qX`mO@!FNx7?q&q-xFL$(y*Q!qb;^r
zb(hVA5jgshJ-PlmaG{HzBk&-kpt3naZpSFo`l91I?oACIoIVun;tfDnLlJbt4c~aU
z>=JzCF*HkIdK6=~6|(xVwjf!>Q}L-!RHU3C1GyTnFSE#!cP%*l{0)HB4UR1p8m<<I
zEWr~xEye~)&H;@3Kaq94#9exfg8(Jt-Dedv%kkgmylY~QYQs9M$rm4F9O$cNv}6?0
z;nt>_v{25>(iVbWhLQoAZ7F6SxC|(_4m1v<<&0ic&nqO$pVg<>s_CiWn)g1HY6FfD
z&wkgdNO!->N}<xn>Nd}YBia5<mSO>tj6cQjEN!t3^QM?rFc_@LvZEkKQ~|L$@ud(I
z>=KX6J&(+?*X-(6caK(;_`$Kk!GOz15SI0$h}Ws}wZQ2rboErD^QO$Ll;O0Z_Ie2r
zNsqPPwB4^huKHZBhCO@GyBoeEOJ}5|_3XaZjtsc&YFh!|%W>=<z37(R+3aWjhLB5c
zj=|UE5q4#RpDo{t|6(+J!g)T!!4p?lJc=sf68HRvVV`ox`vzJw#Q$@qn+`0(l@;%U
zJdgHeYTC^ie*`ytC*50C6~<Nb7)Is6Nd`&43Sgj^n!jz18(eKW2P8qY9rmD8m8`p8
zF-h!2T=t787Ipk!3r5t|pPX#MzA6n+Jb2`N0~H_PW2~$V!^}%z2$dV!)7kzY?c6re
zxNRj<ngSVYT9($LC3a(tlW|7B(udRw{R7&{jKg`Zz304I3r@}w6*%kEj+-8=csnzz
zwM-XJJ9t*9f&^h*^OaZM=x@CK^;Hr<S&i=RK%f^Hl;^#pn4cMXmPc2cr*)m<wvr#t
z`9Gqja%R(%`R|Y02a1>ju5!0))h%VPmEcktRd)V&X-o>rKE=Pxd{2_-3Jh&{4kCy5
zY+x8pmIYv?miImp0kDkchVW(S)TfV1Vi)n)-{6|No~l2nyCW~0*Rvb?&N|kVrID>#
ze%d#WQY@jqUKh_ozLsQy$~9!B*Inb$TX*1pj6BLSok{(r{=Kc`8ZVxIim+vWjAjML
zU#}J#+;uz0S5jA>F<-#6FC{&iC@^NrlSU<&TC0ZzF%jp)H9pxy5$_rjRmrwliX)OA
z3Aqg<Y=hH1-}8IgGyInHG^zz4*`wNjEc0&-G2cUj`6}?HBs6a6vb?95vLc_;I$>#v
z>Sc4?MaLtE%8!1}r_b<9d>>l2oUpvF@cau=R?Z9P=!%-lah>h~RQl$l09g8Y<<ytw
zHDv$ALq!DOC^)=RWo=qVu*4`kC=y%ynTD+;wBH|w4gRbh@5^*_Ubo9E041$^wcCC0
zeCYScD#BSg4~&>dnjPM!OPEDbdQoBBW1&Lb^Um{%{cO}_E<YutP1uqkI4yzf6URdc
z^*<+<yJUQqxc%;UvpHqb&ScO|7sM4qzlzFe;;MX%3t?UOK6O-pFf;piF~v}t>)9gY
zoVuozPn<+SFgL>A1HtexThG5;Y5@I>V+Y4iDE0wrSJmt8=K>}uK`V<I4~*Z0|Ktz6
zgi1bkSS+w&<7_q;+V8zO1Dq8p^0h+W3oc?{EUC`MkWr*I6w1TdAQxzqYE6tK2c~|V
z<*CD|X5He5G1GUV_$r7V&%w49XC{PDLt=8L?}Fm-jQ2yQk5(#Qq=5;`S}^kV`$h7O
zkL|~!FmOF=yw7Q@lbG)VZ6&WOG*>0jX*w4*PBa4@qiHd_e2hDwrsJzV8bsuyR}Qy*
z*l>gFI_z4f<oA61LH1js(talBfk}ye@}^BnpmXCk(UwBb`^*&mW3AoehQaQ?>Eqb$
z)qOY^{f;3_5fxKdKxX@Dwt$}hboTc^N34JGWc_{$pas|><*Za_pjx@h8BKoPtcU&w
z8wXMIc7h+asXvZabR54_w<|oB`~P++6RxQ<r<2CkFpXUROo*b6QyF$uD54Ts<;ydP
zP)WzgEgnoj1-><l)1sEAXh5K9-DJ2vCyuuWo5k4~TSoV|j@hozNI}7H35^W50%FTO
zo`;Ib8<rlp<EAf%&~FM4bZJ4j&yY&NNO^8Y1$Ev?)MM}B^0cU(ZHrRIebFIatGh(P
zk6(iRVcBWh)qbDfdI^=r>LIk+8){`%(`OJ6v8Bk70Ezf*p(7rHC5&dQ-httE^Y#!s
z-Y}GSe#*a~HY6Wu3-I9D@ey9Qg#6YhqV%r0k_p#M@GVaQGOtER{FfbCRR*DBnh6>i
zV)_`6z2A>Pt3thgG-aLQp2<9-zN)^KR%{>~d_SjabDLA~kj3)ZQAK`}i(j6AGu_sf
zB!VHK?X#>cM_^Uq>%fwdfmkcKL>!lav|xH*js(9uYoSlYKL!n*jlwgyOM}0bLTn%m
zW~KCV%wEdSpDI8D8?^11lGP=g_Pa{E3^d5huBg^@S&J2+-0~2dr>uG81}+pFL?@30
z*K3b69!B0-4J0mSnypeSN*KBye~{$!;I2m1cGC}F{ww9fx!St8gS};YH|3*EGc)-8
zNBg{2{aEZyRYwAzt9yeWqJpE{6${ITODM<Q?CSe;jxf2Zp6zvS$nHa{r?fnLV$hr-
zV%v(<fOk5-vo<s-!@~w2EOtOcv*CUF#V0wp{L7=be3Z;t8r9#LH%4z8EkZI#%@*#>
zy9L+QfuW(YKaYLHQ-?fdL$lY$ysAi41WOCr<FK$wo^*`Vzc?}yZkz0bA??E;EU_t|
zcsHIm!Qal+B}xakNP!h4FMlmGwTg15?fiAW9N8jwuv7i&savS{d%?(^5V>HkzvPA)
zdAB<Nzy7hbF|@@QOy3mcqiNGKdER?GV14=#53V%~DJN-_!od#xS>@MBPib`F9gZEh
zRb{fi%6$6!FX_^7e!I7R7b1`YXES(DG?An_%)IlNVw-ndUeGtn4RBkDcCcY4v+N$5
zxza%IDh88^B@Jy!=doRO!_3iAtl|WQHv_ND-<e!Y=Sp@7CIJqP%q4->Y1tU_Q5QPu
zf)wR9Qy4u459=qdg`o($i)d;;Z-<bwSBnD=>eYC@sM%0l2vIkdG87a0jnV-Bfq<Q9
zmp9TLXS17`W@S`F!xTQDhfgp$Sn=80)7u_pY?t`Y=5_g5dCN~G@E+D;{;E^%@3+0;
zMAkav9%Ih_n>H5eehJ2h9_m78E2VAZzwN|@HQTl{b!jF)lri7_(fT#$pwI*IhgCn9
zxJwrg)u9Jr|HI3v#M@;(SE2`1ePPFIrz;jVc43<+Nnz>ho4u0E<?RF>ckO$s$Tf{6
z{FZKoxox}AVVI`1i_SB4<i=4(+1lbgit%VApk?if?`@b~{%_%-wcJ8q>1%m>kkM5!
zL|2MAT$;rn178kZ>f-1E`N!@_H0Dp*0qu($AN1nY^t$gn>z~7$_|y0*z3jM0P=P#8
zf?|n`uOr@XZetW$PnmJyFu|w^a_88Ih6_IQN{gZNM}<~aUsN6!+QWgssf<Am8MBpc
zcJpkPrjtl2Sao&8n?lzOzeK>f!?ZkE6Q7L<N?aLcXrI1{b!l!$WI-A6x3<Sf&~i^g
zt7GnnrMDa-E*0hDtI)mPG2Np}?KP(eGknNxFv#>PKe@mOX+N6$=e@o3=m|b>3|vPd
z;U`9qH@l5uvH>u(rT#PWpUsopUgNSV42^T<83Z4GFCKL~<Li?ugKA0CB-&FBa}ZwT
zZH0*rYcAi=9Jdz6ngMDCb<Eh+fcBzGHzPff&xPeI#wj8;Z{540;7#lWlDs6CRvNhm
zYzxG(k;niI{(2mk-VrmtdZ~%WL&5|_SvqeE3;>Ev_hjtb`d?;G10gudaC=f2Y_KQ>
z!h^_zusQQ5CIl#6`n+g|v2QmF{mE@d&47Bx{sz$y84_V_*55kyM)`*#t!R6@Md5)r
z-mo2|5GYHy$?Ii{E&abOhBUYM_ukP+^xxrOuSv!1H^kFL3fr5Ll?wdWget6=6)B@X
z3caYiqg=TM$ap!vC@o$IUb6TIQ0Y<XFgoVQ+vyg$it?VaiMi!^`bqe|X_Lb25#;aF
z8}3W!fuO{!h_FyTucqfv(Bztgpy*VtLLr5Kui4cJLK1BJm`~Qb=B?uGY2+WVD=9|*
zwX}4x9DHzAGrHzeA0*1qr2s?{6`-A<tYR%^VSDF<2jrpMYxG>J{Z3T-$oscT<GPrj
zc#Zn8<ok?GG0<JTQ73J8+!*4Pta+5VpIvMEOjOK4;DN`JCaLq~V7Dl6+-Qc9H7(al
zP5JlzTrs*zvYde|708bo!9{Ef<wz?mq-IvrBv6+?UZf!OI)~BA(D%>yt^VLD)^|6Q
z-%Ub{M<*T`d(wxvknt7V2F0kis%%k#Q&AYY^Hz2`vynM266jelv%k@)T$y3KkwU{O
zCUXzpqO`5mr9J7_S+RCkl6#4{dQ6Ux%hD>E61Tz*%U2)!Pg)nz!1J~|j)?(Z!&169
zFZ@aa)g{!Q!FwX6_ctAq%Qn|!f`TSnTlkP8sf=%|jdK_o%{7r`zTFLUkarZ*q(cqr
z->5#NT480|+4v+L{6mXpEO~Z-=Se#sK?HY-Q3<K0phg+{b{fGe8Cce5|4_O@tX((7
z8v%T~!Pf2FSak|O#S6MrsKW)*rOQqaG~|PKm~$Bx_Ed;~jO8R4lr;R3<y0^=fXQwg
zV>~Z{#gD!hes{F7JA*>`m;S~iC)eTY;-F{hB#$m{xU-Tqn@cc3)lyxyi9(4}Pcj13
z7<=_2`MZ~&ZvUGk0$XdiRPRH#;I}~kLn;HM&sVHsgG8%QJ^B4<!Ew>zMdb{e928v-
zk=O=rO<%c4iTNT|T9kPk{MnIXLfYN4_o7C)iX}ytuY}Y8x1Z!>s84DGw~ZL&8gv4G
zMsmbcCQS4Bh8kd8nKJ>=gFZ#77J+U3NhL{3?czL14z*hKTkh|0)b?P1r9Yx%?QUY$
zk7Z9FLU(G!Pq92XKu!NU5)KYqS9K^{h-85<KI0U7@m*DWHS`(cX-DaB{K#h94E7{g
z#lrda<eEcvh5MAJnwWqU%F{lA%D!Cg2(Xw(EziF;970Y4_ufdIH5=cr_eY_ItLh}H
zNistlnbbj@U`STdGY5iKm9|Pg!g_rKhbmna6WneML~-rRY&bG1py#7855vcmh*BZD
zJNl~*4jy6czEShlxj{zwNmU{BrIg4o@?f0xWENSu0GOekqJN9d64}OI*7-8*klHTx
zPKW6sxIaFqY8EJsF;+kKFata;REU)ng+QY?(7JXuU{@=}Kr@wr8W8wj4PfG3gzn+<
zBSQ~k%F2RTg*bI-a*O)tU3^7zqN0h;;7v$eDLjGLmp>aas~YSWRs(?>@>-(9O2VeI
zlv4rnVy4)DaUvq5@fw^+i}hWKF}i6Lf5oo*<-OB-;)NR%EhgZ?+w*-u)V#QI`AP|>
zZqBYfb*~WBX!CKXow~~^4S~NCDaWk)fivV%iT;o#L<R#c(+XpY5!eU)U2Q3AWU-8P
zgx+@NGe4(-ehAMxrk`R}0RPZ3p)2x?giFR?CYBG9!3#moE$j!5yxFqNTRY+IRhbT-
z*Isn62HB)5<nmW0;Va-+Y$-Q|`VQ*JgMk%f1j8E0Um8(nz79(3$cGKYt0?|AR|WOT
zpDC9y{e}DtrB7wY4*&Z?ZJD8V2FoCS4;L>uV<VF=j5qCMhJ9%EoGmg)8JhL_QV~G5
zk4}two9R}9P}7WYx5R6vGnqonHz;Q19tXBM1ME0p4QoMPGEjH7Nf4V-|AEw-t!kYg
zjF4e*JMQ?u96-C$C9KYTY>~}|S-d}TjNje4qCGM6VcBMx-5_9R(TcGv=6Aq@li?G(
zjO|Q1@elt9_*$wT(I>Gx!{32s)84?BGvsgp3Y8c2y8YG)`X{jKX5RgS-Hto$%R62=
zVf=yIPf_Sj3JWa6OEe}I=I^)-8Blj^CmZ0`(*k^4Wai&GsFd;=K<<S`yc^@hPTkvy
zi4L$#9lg|fXJ{_(%*?Z$LG~x380!R$5r2a=J^IZznW*H?LW;dUf%`1!K@@M7XC)gR
z5!&kpaQWb2OZ~*9l3fpD_vD;?XiQ;j4tDZh&GqX4hBH1eL2tr9+cQ(EeRMKnTJTiT
z#e4$9H1rZ`#@{!Gw^qghJzG}G3EObpRlrM8NdHj*=gv9$-5z2xJujjR9E7nXR*l~z
zGXK6WpAQoUE1P<igDL2fiA%7+1}I?E7EI5W%RZN%<2i|ef!u0WCWGQhFa;`^d*0U-
zRqkk|$c8x6bzBT;YPbxNwZAbFKb-`;j+l9z`K7trAFnbbQP7NM7sUU@n;rQq%~w_d
zO|PROIh7rHd-B7R!{P0i=u6{ku`!g@S~LT+vF*aOKBc^p;R<RO{O|JI^?m4a@d(mG
zk?W29SE|eW)1owY&D0))5nKu|XTytB%ROqAlt4aOsf|1CqyAsV*iQ{tBU?}~1OBO3
z7+%e(IdAxS?~J{MuSVGYONS6eFYz^@O+q$fvV$ApyD}BXo})_hab$u!+ov?wt(YUR
zV|tDN@cjgG>N3y{1mOwMauSVue)<xFSYH}cdRw@A!!X5kTlshdUsM=y7@+`An4gi)
z0!o}=Q8p_R&SP85+h>eyoH?1AEG3a`S}b4oh3J}9L%aUmmE*fL1j|J5G#7&A@Rpow
z`P|r~P9a&}IAZ&cwKh0x&By*-xuWgvm5c0lV0#Qqv=Z&j5^9%F!ZZoeDTF@AYVGO>
zEi0T@pO4M#7+22sNEF?}SNp?A{c+a4?@%oIWV}RCW0aFTYU_$*#3VO~pSY}x+aG_J
zttNyIxNlGBm6<U?Q3K6<5BMc6lq`@IvefBOcPS!13fUNZ@X{-gZ0Md^sj{JCDx$?o
zEv?=E0leTBCl7bYlG#O+iE4&OgmM&QCF#`JR?1dZy^oL=tX(vIkQox9feBk%5HEt+
zJc1b3$4%YxTe;#iv+w`AyM7cEe16x}5%4$7S+gJP*8e;=g9x?2N4Z2f9qj`BxAwj6
z6RS$V)u444Xr})_+O^mHx7(ZCAs9F3Ymm{G_95cbIl>x<J)bczX}F!kN(!Z7@4rht
z`xvi)%NEx)!(BOETQLwtJJ-y#gpVNPnh~VzBVyICIfL__*Q@;Fwz-KVY1RiKXK!}e
z?C&FJ7%sGkTcbC-Gkw&HHm^uCf1gZRX_dV$<|yqY3@GgOGGQPqs=QYQI-JF{4pMe9
z7>mZ3Cd&INewFb^{4|UJ7!AgXqHftgvV+JWl>>#b;EtcrstmU_H1Ht1qOlacsWHzx
z<==ySN7Q}7_7%e)zY`kefq$E#Ga~Hv2HMCej!d5o=r+_7!u^$CY$xXBG5=pn?Y!kV
z7FT-&v_blWdKt5t+H1n~Lo^6vtS3wxkX+RHQ@|d8JMDu`^g^y6j-!r_1}*O*hLSz+
z+RuB1a{dICoh)5-2)li?;Fb>=SuLWSM(3;k>w_)43ExjoAFCE%Atx5K&Cn<LKqdW4
zPQ2na9EN-z2BkIl&h95slh>2zKu-h*wWdfwPy%qdA>^s)_g%hD`NM+doW}z7v1y}6
zqcI^fh1=59rP{UcN0-rhie%kgOo6^moIzDCeCZQVtR3ZI;CjN!e!)XYB;s9-MTCf3
z*)|QQb+z}KfR960m0U4vToAy<@x@haPMd_k*;}1R#&gkT3{QSiVASI7f0gl8KC8s2
z{pnTrL;02C;0Nb0e}0otl`8%Ow&GC8aY0vGWhceFnoG`DU9ygKNKy@C?LHgsv&%Nf
ziq@cLbz9z2yULeR$zo2Z!CRUbWdGLvbpV4>W0aTn#Cv+nRNfhWak=J2|Dk%p*Yxsv
zA4C26y4n^tM%6o`Sz?r;QU@lq2iQfdr%k9@<LJbkXzeUR#Q$WP^8L~txtBeH6L8(%
zu-+q^M#vAtGxQtPHOd~_p6H<GxdI;2(j%d=iQ@Xn5Ei+wmcu2{^dhQAkS+5!Owh@Q
z-xy2InMwaRNm<|E$TwUc2EdGbE^bf`N4rw~ZwEL-EJ!nWj1Q?2SgI4V8o=zaEgeJp
zXSdE=u=DZ*J(@^dLQCJeHMtCI6Kf+uPMdB_Ny4yiHvjC0*P@~s{4|uy8EH(0hrTu-
zeS?uwuu?WRll{)x=8KX7=kB|Aotv5gHr%MMq(Szv9kO)j)qeN~@_K7&z$+|;ga&LM
z*Z&I_OCj|WrIZTO!1vMo_cJNj1}sRsF}jF$JXjP8m-_XE!Q?9B2l6UwKqI&siYxTf
zCF4x7m_t=z)5+R44?u~l7F=iASX72Ph1BlHd1&iWBMN)G;y%TUb}<Rh)<Q&RHe^n7
z$A|vA`qSImYOnGIkfGL#jxsl26h1!B!fcfj-XANh;(hJ#wIJq6v(!UPC(#|xzT~gg
zfKaGIkD1}L0Su4msJ%NvVnwhoj)vEzPrV+cafWSY@MnMrCUvyGZd_ZpSIs!$QWS=#
z{nXHVG+<rmDm;Rz!}Ury#5$yQtjRM-i4!dLe{lhokb_6i{2pK4;Mt6*7~kYONBP`h
z>^m<*8ENHw0LhYjWxzp5)3&$~#I<U35$Bn(?mDS@##%AydAj1Z;tUoU0+_3tBx|<=
zFSPQPIP4d~#e$bz)6*pJPk7?%zW|k2MN#PLUtY}X?|Fv$Q`L;2ga=qX+Hq~sC>J!-
zGmS)G9KJ%hz1KCB{a|p^us4%S#akQ*+=UA^k9i@6571LKoiwiU0ySd#zZ)V&IHA_r
z`<mJ3Zoeq(aTypDUE?fI2~b~!`;QYKKX2-O?PKqB2SP!>JN@hw-~9hEd;{;hPvjYL
zT4}SMx(9wr29WR--_s$>Q?9bACfARd_@(lQ`h|0bjfesghrfX?oW|UpjsafE<c%Sk
zJZ>p67OTQs>c4O&Nnu~uB=8zZJN{wafrJQb!wa%=mtr$v(A}}=PCpQJGiY<Ft?2ze
zauen`kgvMBaH4)y0URb)L;dA%p#?`RdrCLm54trFOv)R<<8Rk4gsER>EbiH7HBt}C
z*VHKC-j1{hz0+29Yf~+b@hgP)y)+W9D(-!@8Xq-Z$a-pr_u_D%{jXATI9`fH|9CWA
z{A~sd<?dP9&U#*ylrIxH0k3PDBZi8Wo2#oR5}p&GQ;%_-)r+JE)(&vTf-A%D3&~VE
zniMwX){$UD$fT+Ct)9Vy+4p46_v8bs#}G(6*k&6jJ&=0GdsRuT(2{ozDl5EdwxzG@
zEF<f<Ni^D9Dud1RyS?9d@?fn67V6jU>ipd{(!qe393=*hH+;2NS_)YClzz>Ov@2of
zV22_ec}z>?E>@Z(_Hl?TpP#C?lM;rTLrPS-m7MHY%QhkGSnuyz%<;97((fvnRvj}H
zts;WWAhm6G1Gt*ZZNj@JWl-{CF-rK1mn4b~u_!61>hQr7TsK6>AbZu6JYa}{9VzBh
z)nmz;H#I5C2U`2{o7_n-RP{J2GTMdj+9TM!fCoi3sT!#L#6%D;Z3c^6$Buw!lj$jD
z0JI1}5i$ZEEG_>#lhrdNr)!<h1Xb?+wN_b}EKUA9lXqGQDeOCgeh-6;2QMa;nqORY
z2FbmSUc{GHRbDHH`nNrVxet>uzB4*eunio)+d`i9AB9}jbE>KQRX`_Wv0+Z*JI35j
ziO{A|%xYD76j_fkreU#9ZO85J;Z+_+a2?qQw4yF0qh7OCWo@rO;y~BCZfyL9d&I%(
zz8V}ouWtKCuF<dK6E}$y#t$-K<|gK^T&Q#=#$_od$kzr%u#oIwB<*2#k*`=6G4gOJ
zj0EQO>WE4>Xd;`}nq1peKDJ2zwt?5c^n3zn8so>g#D#oJekEHW<=wl~91q_5WJxQ0
zc&N!+3UaPJ%~k{@>F)Iww!*9g;EDYj1DF)Z$+WP{q)=Mq9aqDv7|K`PJ5GO9u1DO8
z0xHC=96Ea#o3~x$P`}6<R5|E4C+(dMN=W_^A~Zwf(2M30h<pCuxixYdEAsvI;{Gdg
zZ6b1Q;dgC8w15LRep=60x&i8y(AjUL{}eL?iOsZMWP5gtzmXr=Oa=sRn#Uyr)z%V$
zP-yD+Z|J^!>LKZ_dOD~=I8w~u-@yRoNkxh8Wj({PR5l#W$pSr?prKXT9-s0J$rVcR
zVz>;`Zh&E&2ooqX9ty^Os<UmknuI4J`Y>q*;22(Cr2g8!d}omQ<{woyQ%*{aJC+r7
zG)Nk92l9vX?%!B4x<RL?oQff`LGT8xF$U@bqvk!OtTI|;B_JH@s|}Q(2?F`fAG!4H
zv=vXrcq0#WSNU_3{{L`^$<CTlWEt&c+}~3Nl@4glTy{SocR&2=55pRYQ4N3PQpiHV
zw^z&{nt|t2b;7i5j)?EZsSm$5HDg6rm<}`w1|7@`9*`xKB8-dvR%NhcYOibtsQmz|
zLavc~zj+aBUZRud3$Snh{jXtgmr~3dT`yCwXxYp3V!-IU@#;jKdI~YP4N;Be83Q!H
z<1{ZC>&#&fOwm7k>)k=L&xr=G#H`yNS+^%{oz}A>texrV`bcf_h&Y006wh0JpDHB6
zJiG&<cZC5lBu~|A=UvDU7x$1m#YS&Rt+*qQzjd<O?zJ@#)yTRWqyaqbk+LgMX7P22
zS*;FuzfRs9lz$Ltu>I=_$dw&tNq1s>Q@`Za4&yyKprgJbT`y|`a-f=mhayffl3;y9
z>fIi7EB(lBgmYJV>@GtqI*oQ_>Og*%FH25mXI4b@maFT@)ZYOk(a;?RfV|opz`LAV
z?}jNHiDFcH;yIfVx$OA^p3mJ4?$)C6WUbn$H^Xgp2;UK%)Us)8&7!MA3uP~2_i(kw
zWH49lF9d<YB=*OrhIZdzb?(a_spfSz_!493O)lMH9shG~ZbfSKdPL&4Ad0mQAo&6K
z^fiw=mM50+L>gRG|4NMGpVqglAZWS3OyjX%?eMt=QV|E4&Y3~qGO`+C)^A?Za0st)
zt@Yep9Tt^)xL;^rtYT*Jlt!*!b1oTEuKuFXY4yeIwCq4`MOuCpcCLRRw;o~W?d$l$
zTyk>STJ|~Mpt&WLGV*vs_Mz$VBLEMbmvU~n<bCh{S%Ed80l9?`3~rX~O$aBDv16It
zOaZ^(R??Z~JR-BnRI$3w%Tvl?#yCcU4`bJqyjSi+sp^|%Of}jGtr1s88aDRYzT@Gj
zK0E=z<2r#nKuJNA?guC-<iHJ=c8F&!2c=?%iMnc&=n2oyg}H}q-5B^}>_sf?fCF$`
zGZO9aljxMQWiOQXdhc7z{-`Lh{VxC8eud-PbpxFzEr<A-B8<p?fg>$>oAos9SL*d=
zOI2d}L$YqqR|o&+p{xg)HtUCQ_uUD8<36+mAP{2B<EqR6d#S4PlY6ol`$G==k^n4n
z9)}8!iEY^%Itpkg9@RATxSTfCS3b#*lE(+mt}vesXj)6G9*H?Bm(f+VIiif<Mtc9X
zZFIyJFs9qn-4_rO(d}8NF=-A4-2UU_h}b-}G#wO0y*5SvZp&a=@_as(FE~{*Ny3A7
zoL1mj@jR^1?Ky5-8&g|wWTfK=E{*E-#~M*{Kzr4<QAxrfvJjkR(`H4%{Ua@qpq=Ex
zUeZ3L`4Euiw{3)yfT>vmn%`AIZ{!;6le%HKu$HRk-Bi5!DC^LFSHa@Zvl-t?IINad
zylW$ml0io|@jjUHuQa-K&qW+|)aF+^E{y2QsMWl`aQQz3i(wm0H0qD~46=y0T+M25
za5OGEVb=D|kK*|t2v|Jm8=DST<nq2<yYExO>5sgDVZq`F45s#V%Gh3)2hgtqZD>`;
zu9WX2mR)j}k3i&2ya7TlyRb+Y5TlnQL&64g))*I-h0i5%DQsWXX1x4qJ;26fz_tZ-
zxo2&GR&`0OGaLcph0Pa+cWzZmU4NH1#u8Z;iTb$8_;e+B4W;=YY0<mc;>2&(S9kfd
zF2eI?2tl&L71(T-8Br<hTi{{ns>(zqIT&Sq1zlwg*`Yt~gl4c}Tguq9!!p`fnsi&E
z%jA2k;!vixJ&GsC1nhr1X8~3d>KN?zIPZt-yCsqk4dd~H@}Rw#6%>kZJ?|Jig%lb9
zHU*6b&qWj(TQM2xPg4pPz#R)dAkfg=z>qL^Xd66Ie`Yf1Nbl?e6s5Ci46j#}ZmR`r
zjQf8A?rozP0?8UNBo@n5!Z;__lqF<oZU#T2aZ8=4m99c?;j%!g_9<=NfJ!+M@)|{&
zO3Ghxhm*ggavCSO+G$6YCBVUiWuvepEzrw$%!HdWMXo~W$VDpS$5Z2<J@QtwyTbkH
zB94pr4{{H$kD4;lo3H8}ZM2(y0x^*+x=pdY3gCJcO6Tm>4Oa`Sb}yIN<gQpszo6uS
zg$PlJjx+ta(B09r!T(>USOWgHg)Bx>xm<^Ph#Zf;g@|ubItN;1NPm3O=KWYM^uK*%
z=vI{_x`&16L;x&9{{sxF_4l2~H&2xGDy6<xi5LB!J3pqXst~O~VsxH7d=oh=#&p}<
z*=qY59cX<qBZvM(j(<95mQUrB>2B+CO0SA6B}`JKlaW%eeyu%uUdqAVQ@8k#OPubN
zh*+WD?n!i7aJkp@;VgoN3_ihiH1ZxY1=uCPxd+`)KKw!QK)C%DA6@ze%qKl4uiaJc
z-5+VchF~BRcJlD{Hy+XO$%m((DS*z)cd~J;r8d()!zY$&6f;F1!6eC}3WG*#IfP&0
zs)3%dId1A%Et*$%Z=5%BAZ%!(u}kE&^M_=RkIGq>YHxIahfc~U(@X=J3!y@kcc<Ci
zTR>o7{uBK19+7za!;FHJgm2_E|FwBG4<h1!XbR%1SuSLDoX#UNRz&;fm9<Ab&xy6i
zl{LxR#c^M5f_E`S0kr83<#(y`ZJ`G=F@nakFIfbt9@}4cmNxwE8~yGhD_^_*;}9_!
zHR334p$X=2ktpNgdviCik~(+t&kF#pI{-U!zZb{K^d3w!inJ7?9Hx*nsv$aGh4*-O
zKz@}tLa$`nt27N;j-47i-&%wvkKgm~A{f~>yMXWTEyTX{J~#kMi;82@sb7trHX?0I
z`by6#zF$YtMFj3T`d$Xts#<WAFu1RjxR3mbLt!h4eBak<xE=M?TE}Z|J6s{SD@W}R
zz+HfU3uy?m0^dHh`XGl|7;2+l(4?ngIq)fUQFK4se346Mf*QX17NSvp7=3`fT{M$+
zpeL`~XW=_`mzQKo*69e~+O%|xt)SniDyHx2O$vhFA0N8D{bMd+?ygg|qewpRbRf2?
ztrotDf1GL16~)*_M`*tfgW!yCRP%fW?tt6>?tlSBGhEblGYV<hSZ??GWIzTg^N{E&
z9+=+0qiQJ_ikbS<>vxNjE&HB{O!*NY8ZweE>mK<%jX%SZefN_^(_Tc%*MJ=;k#xq^
zV9Y!!v6Rf9;Zyjd9FK}yFs_7;@-1B>twlMP>U`2?1$1zg*FxcH?a%F5)1u0TXr$l#
zW?c_LbP&MTK8)?xf1t1>G04vV4!W?x%o@vqvNS}S@3c~)BA#gS)-gsm>Emv!ouv&G
zh$6N*=kgk^LuSvY_rV+Q)zcs$khI$unZm(=&N01!(ZkpUl}eO(V;|b#6ZQqS@wUFo
z=QwTcf!5D@4N%rz`FOg!>i*7gUmINRJ`^b=cpCjf?(lc>scerlj$J?*oUdCTIFnMx
zb!J>sbUz6o2Ms`MS7c0yVRa2-DdAr)Q~bTbhbYU<IAc{XSgH^gyf-;<dBXzIznS44
z@s^#Op`E>P(dW8YFlON!^n|bOy<I-Vo=pqj;6c<{&Lqfeb|!K#4V(;j@#)6Y7ab!O
z<;^L{x|=ClAg!J{xA5Jyur$l*q%Qh7n?Wo5;>TKY5$Of!8|+^Hi_pKMHujEv?l*Wq
zRwFe$puwuj2Ust*R~sz>Ge%(ceHOU}o`kO;9hbp^dI5|hV2IB1hV<hK<ohrw+c2Wu
z{0^}FEExsJaWa6nRW~~YoX5coRWvDI)seZ|E9ndH$wm$UR-H8O>o`l5uZGKB)2{sH
zusKiJ8wrHfjP$PpZLqO#<6QaJ!VXT!L(X3f@0@V6%wOP4a*pv>(jljB1LbMEo5-bM
z0kS`axFa-o?R91hQ1>)OUkd_UnD1>?3SSh6wXq;Nsmb9(@O#X1sauomLV#y}RS@u?
z+0Od$mYidqsM=nMoYc_W%R9S7t>&+EP|UYbD;x;UsdFa}a21U$|F?a2$Beq-hPclj
z_C&HC)6itOke-e#MADEFV?>^sZu<32W$4dWzvpo1#<}zj_6BdKP$?q3Dl>(v_P%Pe
z%!ShVUC@0rbiC_A6+U~(u9J9tF}-C+xmD`z`Hr?*wAbZLwwm^ytCG6Ls#JG)w2*+k
zD#$zFlB;To@+&M}+)%iy|LwKD^byGN9k$-`G|jbM-BmY&9rq1cjgoN;lX~H-l!%c?
zw(Mn17;}u4XH$6E=mG)GH<)q$y2pFj5RcDgTx9!Zdg&Vi3|r<BvJm-)kO8gFt_tII
zS~2-wHrd732M$;hYapx#6l{lR$fkCxlr2;q^#c(O4V<&zqf2)u%gm+C)#*WgecU7J
zqU2B>mYIjB1~uuHTJG0n+6mLey+18(c%o#x+QcrCMB7o;Nr0)kCtzAZe$y@nT<9VH
zy`VAaIM%5&7y9j93<py1o(TQU3AJRe^|O5@c)xwr-NgDT&S|t@zk?k;&AU;T-?RbP
zB?Z11ef%>iw(wiXx+}?|2BHQw^IXP&?^Xjb@txl!VJN{2<`w)r6zEEr8tul4uuEvi
z-)G!{ucyZ2rI)wFbmQV-A-`4@!9#J<Vdh(=xjTz0pzJt>Qb6L;R2k`IhMDjWvquB<
z6u@@wd*}4voPy4yA=cqSlpZsrFb#bqV5l(2<QI+rj7K5t6)e`Ez`X*Z9>T+R226$f
zq~8!l?TR1g%#ohih6jbDva9_mYQT&z`y45@wOt6bx*bXF=i3i|%{WtpvBYYel2w25
z`SWvpzPHSDo8?b1c(O)@&ZaAj*uYsFgBfwRk+eoS=;^PQVMN8i@Fr7*RK{ez_BUBs
z%`Uw<n8WyJA#~8kJ{X_|82v{L=o!L#!VR89Y=Gs{?=0S<qswd^ZW#s?(JM%&92ge7
z_-Fax|A`M+_I7&Opm^&3{^zIE8?oQtl3&4$5TSq}+W-u{&+OIfv28sXB}T+uo=^wA
z%q{R{+4y4<KZR(AdQ~WY!tG|R3L1oB9O!nB+Rd@a@%5T^UPk#LudSPEXwjx_jeiK(
z$r8T{jK&+7*pe^40Dmw;FvN~+EHs#){YN;!6roC#-NA*P*~nfA0OftN23U^M-zMsi
zjf)ABKAHA4MRtJ&rSD&nopy{rQ~+$1a%9d|c~ZA2!=jAH$ls=nBk4bR5Q93e!}(@E
zTE=*g=>%NAzsWOnui%#;xakKt9n2>IeBjvYwpaFt7c8I~qOsULPVh6(3tpbC-EUBi
z0MJ6-D~iMRlXl{dy#FhWZv}^rauz4iBOi4-uXI+e7HxieHN+1Q?-<<I8#wR$qKaXu
zAlguP@c~l#K%A@wlPJ6cup9d0DXKL-a21i{tmYD^(sPzLf_qj!si!?)Ztm9~^IC_k
z9Lp-}g`L0vmW9L3RImPMi;7VIk{U!fl3EvA@@2d>s$yBzMS<vaP<kifk6Tbj_h-n+
zabIfkWAqU67b?LW{WAkju6RBus)z8?YzIB^8GK`eLo??$Hk4@}Vt`HTeejFm_H7E3
zIizEIc0T>{RpcFTz4bgX7-xCh%7*+?vIu;oWB~G(>*|D_NIb~ACX)1L_Q26h=-=*1
z{TAlewwjSc6l?SnaJ6L)1Hjkcbv)L`cyh>y_+bGU)6{->2kB`1N59E#ZXG<RKv^}A
zd+mzKA<w>+ievL)ovU$|kq4SAzk^I$9F5`jzn#HI+Vqb%JZ-Lz!uxCznE@iVK_ZlN
zGJ9!PSTLl_Z)CLqg+=hMIm&nJfdPsE#iPelKatlb6v@2KK+@mTulmZ`wD(@0Ys&C_
zFAD8p2a9dvr4N6n32QrJ=J+^tfyh9gjEkbEiREvRY-Ih{o3tBP7r@wU+DJ=Z@$Fn$
zW*xn*;@izy|IW{FM{}()(h-%!?m1(ek?n~8KD}`S(6Z_l+eLI2TI1VnQ1}6`Grf1Q
zi%E>D{Gn*4WOV@Batc3I5O`QUd&j{opfggiCs!n?CRkaGc~9-qAyY70JDK+r;=HW^
z%pXUmSa5|9uDWKJ&dkH?8wLjTry9e}e0NiOjd+eZ{Y>OrSUe0l?_2hH0Vdm&n*#dC
zLp*cX@u^THWH_)~5aAbpUPWTPwn4AU?rpPO%JXKBL8r;qUV%+GJ}rG~Vwm#v8q~6k
zPC(50B?L<ZPvnSoD3jLaN7{+jVyV3&Un`<X@%C11p+M26begWAHnPz3@S~NkKLGsb
zCm3mxNg-hdjLzNF0oTsqbCW%Fnd7ro*JJS>RPW5p<DmpP8QCA+r>pHHq?wRC@ZpcL
zb^vH;+n1oY!yP{AGl~aj+VKZK^J1>?FMS^uqNwNc2dh+pbJ3@SkJxK~rUz2}LO4Js
z!I?dFhjR(;HqP?*cmtp^z?9X0{6TM!0QaXOIV~zZs(*B}$UcDi&iBTOouXm)l9=#k
zsu$zMl%uV=NU^dY0$25&$MC-b0}wDsvsY<W{u-{fAOCBD(_D)fB%<Hdw#{Wl@NtEI
zH#bhwKpGd*4-e!w66jmoWxywKbSBPdwu@)W@3bTDyBmPPftXBUdlAin1I$0ibuqz>
zdbK)VWmfI7Gd_MLiXtG$QBU(sM1Z=qDg@ssaFeP*qZ%^4GAb=Q-s_@54S1hskINLX
zejhb&ZKx|=cRv2@L`Iwu*<QXK>3kURG;UYlGTq5{`CvdnZ(3WCf%$w7kk(yyfhNyd
zfWr2SCY=iO90SNybYG!pCe5Pwv5zB-z7UooASitA4eq9rUr)=TxQhh5V8Ss^|6*>%
z;Wv_$r&2ZfB#HUdzmIG8>VLL(?<K+QIB}^0ICahcaw9BDk2ttIFD-+!U=Ry=+ul%Y
z)kTRpFW}01wc8KqJ`p}gVdS0X2Q}ukn6rV_JmbiIog7~DK&DC;AM4&3wgvhfxig`<
zQ9$hRKv_Lk*KKKj8Q-Q1lzK+ZZ+zl0RZmDIPf?a$=CYb)8j0xWl8fBMpSjaWmE4wD
z5+VbAR0hDl>iW14Yb&zRN@9s3p}|6S91^m|O(V`I?PQb>Z5j#AZxNtA@Q`uAe5@Jb
zpd0NB$A7XI3Q{`%fXSvKN5`&UR1_y`Qlg&x<!AxDk(WGF^DTrVKW3)J)1e>hY_%b3
zA|2gw$<ywLy4ZJv?}Wqe;7<ZcGHIcW_PdXe!UAb(p<D%V`Wu^P@iMym*3~N(5S$&{
z_VAYT<JEkv(Fc}}B*uG>aW8Tbsm23=>}63*0WzFoJ|yJyV2>@zG@iZjqN*x;K*CZn
zLW}@?Pv!kG_%P}T&dHedSY~{oXHqA0u_vvBDXlU-Un)NTBFpo=EAm@9fyB{BtB)N3
z;dN%HAGJLkdvQ>!D)t2T_*4z9N;P1<RjXz|@b~f_p{@gbT4@t5O0CGfR2(SmvFLVZ
zv$5Cy`rl+;$(JziFhk$rVO*iqcXG%v`<eSapWJule@-wwq#h%?`V)+J`+U{+Z{eTj
zH?Bf-Pi>nhO)cp1CegH1Kv%HsAuiU!fP~?0z0W3EqYK_eGLzS%W28sg#aU_Dh9(9M
zk^LZEwbyf!Eh{oi#pM57Ud2`<#o9lzE0*bR^EqIRZ1=Z1tSa;x$G<xO$Aq1I3#tJ<
z>&1bt1)8loCB2q_H#sNV;w+(61%FPAi%c!7sxb7L{Q6@8D5*xz1RSrvieCI*zTe8%
z9t(0FlG?h)Lcn{y`$Rq!{x?0&d#U&n)Gn4qz>@JD&Q9DBD2RTjr}Cfm6>yyB?kEfd
zI%9sDuZrajlXAAWcAx>AROjg-brCB>=)_NiXvX(d+-+>zQM3jZ@yVbbASat42uJQ}
z$-2tSAqnS9)ZZv5(}>s=6a*YB5wL^^hsz5Al8H;i-TU$M`LUCk@Piu-g}1qb=VH5;
z+x4%r8Y-@+!-S6b4E;k)qdv8BDTtTY+k&l{-pp!OUMWNI--GXdS4)6m(y%}JfJEC7
zj!0g;-j&X&`(@VAg25Vb6cut?O>NJ3)nG*dxni0aX=$sRIYfAb^a9iVYKU}sCc;%D
z6vb-Pb$#4=mJ_i$tFuHDjwuP&qN2h;<%2uxNlt~QO&QdXI`&Tz;JSp_A-AwTJ}^@{
z7l0a>;!2gf4?uWzjfVI@?AzsU72ux6h-jFIOr?r2SD{vbT<C}Q_{Y=`Mg7Clhp*eu
zp*DQlMTUnMu<22@D_LM|k1NGibz0)z21vu%W7U0?4e&4)p{I1s`){^y{2riS9Z$l&
z3u801mybOR3Nmz!vEcDYiWj|2A2WBpTu)9OUuHB@&mRK|<_OGFSYL_SBkxY4YFB4`
zP};Dy_tI$)SgcLy<<{p!41~c;{~@0buJRbQ=H(%s2e8U_L|s^pYqpma=r~FIrlprX
zNI$81^e7oBR0WWrO`^3+U;2!Fw$<aQzJKGIY5q74aL22UW*yzmcOxtW4sQu0Jg@tz
zeQI+1Mw4tM|FjPqYnAaJ97_H~RB|iB<BxL#UOweV<HTRMEWAKtavg&$Fiz|5dbN*~
z->%Q4dsJ^TPQAlQwx)+>)$UTc;{7;$t-;hV81w_n!a8|FQO#|o9Q1b6icst}=QLL#
z43M&TzXGxPFGqGEcJ(7E0$PcG0)AURPKpZgK@^c^rf6aFf*S#ov;YPEm^_C`K2kTj
zJ^$1e=m&6S#aiL+{r3=i>~U^sE(Svl2H5@Xe~wE#oUqNjRU|7xlC`!PC1T5%Muo@$
zM9-%}7%B~~2B->7I8j$vZ$h|E+q@X*0CM?6=5_<68|wVdQ@aS!bk_DD6N>Q41XgM2
zFfn8YJ4d=nAn&XL50?37+y&%k`fMUsbX@Z5gNh`A%K&~u6`!()lSe%^SbDE8&5pfw
z4X~$d!^}KGT5Fbx?SIs0+a#DSQr!Dy$uDSnjyh0n-@$(rk2sF1l1~p9OjDE*NQAS{
zT>~Ylb~|VjW=Z!$LR{~;^J)J1XDzNhb~e)k1rudl0+4$u$6)C17QpAcyB-z;4Z;p*
z7q~d<Q6}a_h63QqV8>6L5Q7fJplM#tZ@mGiw7N|W8)XKMR%vf_OZe2^A<HmI*NqDK
z#9r&^9zU4BoKL~dy_^w^c|I^tcILa!8@2sR#V$a6xvPlw@Te4-^=yi|!bzee3?Ick
zfn)Aq7T{kY2QY8sZpa|Q=-VJmQ6v5^FLa)yz{dE=P|SoocE>PFm8&`S9D1*tzi+RS
z&j3e1lVA}S=q73uMy+O9gkm=*0cTvXuc18EFhE9i9MQs$1s&}61V&40@|s}iClX}k
zgPn{(YZ!GT@r?#2I~Z3vWBHwKx710n{W6>s7d;+T3_g-LO|_J2imdk-wcm|WiLsC?
zv<cJ4jiM`9j8Y8R_?VW=35^0SJJd-kgzTU)wqm(b-NYB^4Uij=vp<19ZtCcvbe|c2
z{r2#X^Sih<B*z3dKi!2UE|f!f;ELAP?%UT8$)A&-FAT8mjKw*t;TZ;KV<cERIyeKO
zHej(vBq80AAWF-cSkX1MJ-`K#2K54%1^Dy)JqIVVf59BcR{SnnD#MhchsOQv*0x1<
z`?<P|HXaz-8Bq3Hm!<^5guJdbs{~HlIA#Or6mS(fp#q&I7eJGz(tjT))5}9{@ohKk
zQ^=|{U@QCaVZi<&R1W26Gj)$A;e|;D6T;E!Xc_Bn)BZGT^^U0wqcIncOH-wSo~@EQ
z$44d8$J7OAULUX@uR?AITD+kM?UkJ-C(~-~-}rU+BalnN&4dxI)<=v^NU@8e|Fuz>
z8!<tpGICP?$OU+yD~CJw!4D07Mnbomhz+LHaHnwLtjlRWt-zG?hdqYb>3=WPhJ&IZ
zPw^1GDSc9i!>GOeHK~*Qs|En2GmV}05P4%_g%OWxdZ(?_J(b$kJC**huemK=`VQ|*
z;}8>=r>YlS2?SMBC+mN-T<el&Gy(R<V0u($=2x*+D%Tv0C62U9wJAZ_dR#D063l#p
zysH_Fpa63wCUV1d5Qa_il%BWOV)nG|W01~u7u~S)#WrNM+1F9!bsPTcI#j4-Do@1T
zoXJ(n*+R4Pp7HBO$7=fo2}FEZ+$_ur`a^SPZJPX|13_u;$q4;EJYdde(*q0-m(b6y
zH>?JT&I+#*tGqwRNLFV-E6?L%yphn~UT~7GPsy=97Wv&3sRrg<IA`7Ka-NSXhADIl
zI;G{xQscccjUW{LerUbd<_&YAIQSDs1C0DGt;ira3;p+*Yw|Dr&%GPL|HIW=hE>^y
z>$)^ZN`tg?gLETENC-$O4br7_cS(qdbW2JNknZko5NQ}l$DngP_|19jwbx${{4w6A
z?zpb=cD~vHk`@>5_-ATX)kQDb4~qD8xLSE%SI~Xs!GSDkwGGR*dE3#5$CpFjXlgCR
zb-M{%=cOFUwB15SDQryFHCZd(MPaFk7q;R3{vaS5{+UGBZT%Q%4eZ+Ld4)3E7(z~m
zy+M^{at$?)ErK9l^An$iMjU4d$Cz$n8rvF=gzG#rPx-nBGUD{NC*NykO1`);BSVM%
zWIr{oIlVkVS&vskB}3eQ4!K$Q8|jbz7Rc@1K$GT;*)}m2_N@pXVEGzc`9{~nyt!XM
zMAIKleavRnUL!rdCn4!piryr^Fd)<JNs1^o%MQCayziJIbE{$%uw*?Ar6}GK8$(CI
z1VtaUAoE3O1`+HpC4Y}z$8x2-<MMk?`ysylh#cdBP-XS<ay@3fI`C=1cLid^rHv;v
znppy?7lDYF*Mj|ZT!V8&5|0g~^cpZ*BU)goPZdpFz>2&8*Cb3}+3Oea+fC{6*TNbD
z+HJQ+4Y`Y>rs9v$BFr7H!OsfFFZ)^NGV@AbYQE>=QJVhyo2zgwr-OP-Q>I;X)E<7n
znz8W-Yt~{&{^9g5BLlelIuCj74;&oib_&irXom<pXWS69q}JL5Ows<c;bt0|eqgi7
zP&06W9<hh8!Pv9CC?+^H(r`)%c&oP)y7SsZ|5E&2($J}U`Fv1dxI36|vkK_DsG4lw
zXA;04wJT8V?VG!({47@9y(u{lMCWN<w#3c6+O{bl!U%QyQ$}W?SWQ}nTIk?za8{}v
z*Yq?=f*j6+<JIE&{BQ;>n&EVAB=@sXjvCLO88CZ(9PfjvOSM#Hd|5kgpnPkwg*KOd
zZSyzEAg7R2ZEDnwHgbf?|Fm7=b>|wTp2z)#TK(tpQPMT3HMkv(s>l*7u#*0}Q#ruf
zUvJhdQD18uq5)|<5T5$Tq_7FB;5LEH3MKC<d!~mjGc#h6=U+2qn)uF!fl+OAh_0_2
zGkd-N?eJqd=Z6X42w-(eWoHq@37whxu*0tj>iSxdb@M|D)Vqgv=rJzuzTglw^>q0B
z?sg%v-8*ba9nK%6z~Gt~ZW=-I;v69}|B9nTHYemJ{bUd@!I9W>l(?rz?ILJ;@N7g?
z>&=V};WHnvAwBnB?}@~ifUGsYQl2k6^391piA(6taHI+WxQX5k{E!rzd?TMks%{zj
zDn(~Sjeob9JH7>+rDzyVc-#>0n0po%`gruYk84qzOSXFZ?VW6?VtN8RtoV~4;}a!y
z_=*KeZ$eRrjzT4S?taRg?j+M<h0CEh^fpR(wx*806C1q%ER0{TE#sMzsu_I@!nxR>
z-||<|&XZdmF8aq4Ar9JQbJV3{to&>#6LW&U5T2kQJrXlgTm;AtM?&L4AF;c2GlI1Y
z4o^2@pIx`64nfHaM9sJp<57$SwL<&LfCq2Ix=`SlVgKYJAN|Pn3ZOjgPgxz1s=kew
z00s$QF;Kt8o;{nXZ6V~lU1+9N@=>a>lZh5h&JSgbSv}%qXY6kqUxocjY>w(%a}J`}
z)kKAX^%~s~h5oDR#4u*xB+dXudR3Feh6~c?WajDQ_Z+<p>qSi30=jHw$+e7i)UGZi
zpslR8((E-St7{03YtA#EPDL6kJ267~QnUOlgE%dw(-oMkSOYy~1SQYTT%O`TTWOX0
zBtDgV`TXe;T7(Xi>M0i|k6$N(e}gJB1}!1x1NC&n7q?HLUj*3M5TSCMSdz`Svawz2
z8s)+uC$fFlo0Rpm5xB)r37Z9uL|Z4#jX0-u;LdS3ij@tFTQLSNL3Lx=!Jj;bH;SaN
zSY~h9{8}qyD8pt37jz6}iS6)9MjVJR9a{CY9P-eeV?rssaF3`{uE<9A;pV(*s9Lwb
zP1_B!*oBm(xOs`s^BoxhP!PwnBgPE6FZAb!%Q3Uj9TP01bV*dVXuhfzA7{4;n?zQ6
zzs&!Upllhq31RJ=3aG7K6Y3PCx@<!Qx)`^y#%*m5TS+b)%L0t{j>{e{>VCh%H82%s
z)v(5vH1%d~g~@5e%48HU4GPcoZ#PCA82;T%UX%^qE)+o?%eLIN?Ak{0Tec<d)sbPT
z+tuS0BuN5H8Ekc|sux@hS_ai?e!9#UgF4U{l%S6oUJelp<GJtos3Xq==OVUj+sy7s
z?4vihS4N|$neX|pFxS&x%M(zcFrqSJr_tGi5w&m*N_<^9-vU$;zpspFNX6uNMQOE|
zy(ArMlDwG75<@=Ee^=nmDcsSYN*oUlt7VUsN52>c#kB7!RN6a<W=-y{(|S$l0au8L
zZ^Y!`6Ud@3^{`G%;u0A^v9A5HFuwzcC*fhwNYM$1W!d+c%P+FjEUYbCadjH3bpu3U
zCdmRHmnJ6Pwt1tpG5Rl8h{Y;zRhiv8>Bbn`eBS(S!|~o6yjRJ5o^r(!3+G1n0jQK*
z8}-)HEMx)53PFu^)hn7(XpC<dyydlmphj)LA*U*_|8OjEAC~@>b!XnR<Zz|^R!-tt
zt%q(F3-ZLa$6AEB{J{UCBv%Z63w=M09d<9D%8jinMTWW(lnT_+e_uT;gL2T_vr40k
z8Giky!>i#(<BGfQsB|Kv4ER=1-UhtYQLu^4HS!A945kWsxy)7(;tky@P0Tyz57}yY
ze}0Oa$u<`GQl-dxjmO-YYOo#okL>}{P_eS$^L`Y2-kXn7$Q%*dIuWa~LElY?W)7TY
zh(A^W@cbaIn+!ePOS;!2zqC8=)Ejpr>gJ7-TYcL<TPH*Q$@I1T^OFu})wkW(JJvxa
zD~kx-eZsR4tnaS=%rCnwLm&_&F`*u)Lm{$XZ#CLsAV17YEULtsN*;5II8S%{c%zSe
z0t%kH<5}im0z0wUBf(nS>s0m6c82z7NnSU!S`my(pYJTb@>!fo{*6#}*uI4s6XQfN
zbhzYxIe^3QBkEE$Yk-Z{a}yO&I{w93KEq++zu3x_7#T`;m8+ZdNOYuw_}%TkOxhMq
zXcfbNvcCNJ2m(QK$K->iWB2qR=bdo#j%??BstZDbWqnfQe4LhWnkBI8&4Y-I2HiG+
z%OIs?o8@09di6B7vja?uIk@L9ZEJEXaXZe3rS?BMnQt?~I1Kf-jKoP4yQ76H^a!&y
zPYCu?pY9B0Yc60r`%N;T!bH1}t9CoZkar?B7P9Y7WwN4DhtuU){r|+)_oo)#_|l;n
zs^$fH|J^$SifH5L&aX{bZuPoRT9RJqm(rZN&p-P(aI6CR5ZIm(&pdIm7Ax*R>rV1c
z0rJ+KUkCcBS|RR(iK7K`Zy}F)u^XRpN#cu)%t`|A_u_0-z&$kYkl>1i5pO3L{CUbm
z3Nbp>87ZCao5qboFDS{Zf3)ur@Vl$GOMW<?T=qISE<kzLay(t2+wQMrL<u=0v#*0M
z>}Tw*eSrDhtI!dq@}wq<-^`E78o<MBDMCJO^u=zEtJnlr(cYHUE)Dq8`9hi$lAaCz
zN+8U<Kt2?d=W2C3G?0ZN8XdK8o$qjyaQTgjU5ur>VZoLdv&Ec}ur*hcdBs*Lu_;9@
zl|hlfGjSkk%ZBgY-Q$81p{ET#uIVc~Gd<;vVG^ZuP4iPA44u|=e-{|z>TdC#vupR8
z&lqTXExT{2ao-Aymn`_wn%EZPgqmbQ_s-<Nv#ujq5r!uqg=f9XKsiON#36bG#k1$P
zPi}p)Ma5#~n|rdKmWy6WfFF_X8zigv4(gyE)#y7&F0un5G+`xxk)6yAi9WL~MUS?o
z;cAsYTrV)nJZvP`iF&`zlQIlC1;7{H9o8cz*rgiNRmdlF#$b_h10HD|XpUkNPg8uS
z_R_Gvr8NL(T!E52Raux9^3Xb>$K}y#JgfG7?Zf#pruBU$_`DOQ$!BD8p0(5K5}&h|
z0KsM{?R8eZE!u6BtUL~uN`x17*L@{nz4nurGOIxQQLl*d1UmnGh6A3_`%nZ7;?+eX
z!AvS3e!@i>>|>SvI2kqu5pjy~pp6mh2}HiIf_%ju2FOiG9NRP_|99Bg2?w=#GG`_t
zL#@SIY#v>F_TWSZ^jA98RPJixbNj=dnK_`3KJPNzCgN_C`8&AzaL)yl6Zzm?26)bO
zg^3IljiCK5po_(x;4Q^@k3K|3?VucEgFi(obA!Ha3K?_m3^WB-g#9~jsUM6f7*8oa
z!@D$9<`&t%N1Q;s>;2>c?N`hq#d-Oy3Cr|01Pgh?D4U#hS)k<@>wb97^ZvU2MuKP4
zC=7XM6m1L$7zPH!7ehN;*U)Z0<uV(>ooitwNg#No4duN~pN<XyAD%4CiKoS5tIo`~
zE@KY``Witxf<zoJX_AQ0O;Crmh6cOJ-ebQOeZ2%+19w-M4?=VC@}oeHYM8BvJhbe4
zv(NwgQL`F{egc%($OQm9k(=1B8yc<EZyL8lA|)Grm#ri&&lU4)v({K!>)e;VV#DDc
z>hNL&jQWP7piAnVUmAJ(dv-Q4V=hg|>FJvG!($ivaX`iW-spXlklYKPKGZJuziM|r
zZu$SE%Ru)YY=%0V^*drM(8P6Wide?IT_3){!)0>@^x~anBOCX=M*O~>qSbCxB*b`o
z;REe{AtC4mxpoh)b)6DG*-_#aAk(E<H7}<|Ze_)+id0qi6EQtucy?Hv3MEGK?|$L8
zf4fd#RIg?XwQ^bdWPw@brAcZdQ~6l<LvWD3l}U+XJnM@%&{1yDeT^3S+*|qvC*#hD
z(#;co|C*IQ|Aa^tl#ctxcs(_!J>hm}oOz=O`Iai%dB4Y$u&wgMbQ;f?tatFDhY}x^
z(;MnFyYQKM8ZG(5+t0OWhh^<`A$_E0iR+50Sx}>pDEUWmX_m~*axOsvEFM3VYJ|!P
zSY<&GjxXrj{k9CEq5*@2#&bv`1OoZ{@!i{dpP=$xR8^cN0Va!5SRmuFh&8dkbL?QI
z=MM9Wk15O<3_UafbcZKHF`4zuwa;L&a+KT>nX@hD)#4@GnD=14XFGyP|Mc|QFf}KD
z(G%2uon%W~mmKjqX^`oEF7R1WOF#WT=ef3a5T4+fRXCW5Dqmz_((A>y5vpRz(F4n8
zl6jyXci`E%QF`1285Eg(c1sL)+<{=qn&dhKy|8^$&GOVUHdUT;K4@2oRD#FLL)?A~
z|K^&S+2g`6vMq`|-wY6hp#KJLH6_wQ9)wwyVm*o0D6@>)bHeWj?F2Q~w5uc$uyk$@
z>EZGFz&HzuB#7jNXEj$+tv4s>*wUOcr|klxpaeRwx4z>VT^9Fmy5Dl>K(}<u-u9|S
zg@zq{yx@>jeGwXag3M`;|0@I8z$N6nF|OTmiw{y>e%o1<Z29=#j&Es)*C~|GH{tnn
zm7NMa4VZp0_Cz4&<Q04ff{V}*Svl+K{SaIBYgj#%+iyG3_le|)uD_cKX-~V!D73sQ
zMms@NX@A%7!E;jwMC-j0hF6cD4`T$*@Na|5?mbXW0#?2UMruj>(`)_K_FK$)e4R+p
zPgx2QfAemGdb8z3%d{@;iI4}7;P$i31tMdxlxl4nnBhhf5ApX7xRR^Rfm)w8J<5co
zmD|Ek9&_=tA}-t-p`daA2+%KJJz<7RYR!iDn;8I|==iQTVih9u%R>~l?YwD*ySGN-
z8_3_tIwR@9$YrEv<8KVJ{agY-M^P)YH_KELreN%+lH-JYq+adN<x-aFR~4R$^=K?T
zaHTiU1%sNWKf>wv;?ktZrdKdPfXN^;!~1Io&Lq&OJyZ>Z2<Kd9S0@7z2qT1qYZGFA
zTACO5>CoBu11C;4Yb_A21(~%>JC^oO_wmdPU+PGR6{xFYUs4}1JNu#Ne1hv=FFFMs
zao2~xTgSMMDGnRolULl2;5+C7#Ct9l-fj5$T?KkvL)AOZw=`D^-1>c&3a6;nwtsrQ
zkqUREYJ{%k#pm&+Oe}`63QLz^6DPUl6!O4tFrrMu({B+ajdG0rw;@ebxww&2-_0@q
z6>IA*v~phx&L?s<FJoWfX@zA-L$|x`5D^I(@==|8HkkP~6_(#7T-iVo29cBHin8>J
zw3_;-egoerknAj1{jCc*Kp15IrhV+OlM;_|)ZmuTgrkrM<yrzkUW3q$gxHm2>W{g5
z|K^|^b4}wa;wjQ#(1;jlDd!H$IwpB-9kqd_{#whvbol$jG^my%4J}Bq^SkQSf~@WK
z*LF=)q;C5DDNPmFy|>|qF1CD#I;sJhlE1Xj#jeKwGaO|{FMDu0F(SIG*P@i66hB-;
z9vWVrULSyRqzeBsKR-3YP_WTg;MjQT9_YI>7J@_a?K3{3qh|?6EE&2{%(Av;&7)PL
zz&BjOqR)HFh%&N)2s77QZdgYl=OrI^Rp1PpRTLMEu@^3v1mk-s_hi4RekAvKor)DJ
zMdB!{adPi)KIsqC&YQ8|khWW6#EqbwWXq7Mb*vB&`wolA!Z(m<LJP;$oDfahmZnP-
zrD9k{i9K_}AL%B&U1*RIZP^@Rt<$a9`1IW@*q6w_iHH{M(KlRvp95Y08YwVy8D2=d
zrce6wGlgR5;-zcP#v2fb<ebUQ7-O}`F>tK+bnEFh*hxQ<J7NI2V-M3vt~zOEzS6>i
z(6fVP^q+lOTKrWQ#nl8cr$HKa#|Uzln}1b3>)Qv?+pcg_xqC1WNp!k*7=?yPMN{De
zIxcyXsdWN<JTd%XcZR)fNYwA-k4alhpagZS*m=)Z8kIMvfo%3NC!TM*<Osa>t{y&?
zQom;0mWNRWo3h*6+xt+Oc>g3(zkZp`GxI17Rj3^*NYd-X<DSy>{=waDACs~u+QWOX
z!-@jkA}6EYv;;jOfIBCKmwgIJ1^#{itF%F_PGv>i(g+Iic)6<Orx{Er(6e|w$(!#%
zE?r-m^;1x^BmA#k58~{gkVlIN67+j%x=Irv1B3iHBB5;4WTz{ofxcSDi_vFhNHFw8
z8^tOTCskE^ReHjY<~%JzyPo#^*yx@^TtjeIqQ@cb>txH}F?U>;vt-Yc|1m$}-fYf;
zIcG(Iqe2DMHnY#^2!v%WUCRWg$DI4=6IHw6Gph3bsQHo-QSEQX$U8-t;#g)9<d^Y$
z2<@Df=;|)#Xj4>Z{`tIpAq+=5IQ6OTeO)pxEn*U6rSMG=Yt3FS_cv{GlaGSvhp)U@
z3dUc@e?=A7L%<&tw^tE8MoQ$e*f*lu4f41i)%E)tLWqa)^jRnUQ|wOqxlbZOPP;bi
zT-2S8go18jR~vEU_IC%g5tO>7-DtSTwX9m00LNxNQbB6-g<Q<@`|!=95kO#gRoE{R
z{>s4b2=SlcqzBcgcQI@)I>zN`k~7~2wA(W$oTK5#5gfni=N5Mv$Amily)pjCN2%<X
z<I(QT&q_Fsj4K#-#P(Hzvbomx$sInYm^4w3Z|rJp5L!b4o|!AF8!)4l`^7Q>u$Uk;
zHpj{IHeJ7);YPh5xc=gGCZet;Uwm`(<=B3(w(S=!>hn1}l0*7dq!u)e07LQzb2bY-
z5wGR$IBZpp&%n@?>8<*nF$jiedcwANUN0WH$!hNHi$NX<$&kKLa_!^#zNnaF^FQX2
zs$2j0)lbT5-Uh>zMjcuBwc3?*ZD$&7tTplpT)x=%tpopSDp|eR{HNaTriTMo?-EF}
z@FZG<Rb|w|6jIU_a0A%WF(^Dppxii-oZwf^RtO*hAVkMM4W?jl`=}oAARoGTZ){J@
z$)goOehF9s8oEeL%&j^kdg=CxhI(}wm69Y`Nxv%n^8v8v(lmB_CB46c+fVoI*$vz6
zHbj%l*@d)b5GO0jK?E=vNS30Gc3^3e*G+Or=9<n$J<~P?YwBHnwTrG~auu|$jwA6c
zN}N<2#(Q%WdI*hDAD?8_Td7HI<6$x8i!%2V?vF&dBhFozBq}->C<*e6AA5h+LrC_j
zM;Ec*{1B>I{Rs%I>d~>=fhj3oVEDyHj;Ei#WXW0VoDguEU*WC`=zDC&?=kiPng7uA
z$MjaiUp|$XBgDhA$_CYgveBdnmJah~e>hs+$(}2coO|`RATxv&8<ov9Zk*uG&UycG
zV~pBgnOBOjB=mem7@U&7D^OH<4QaWyHistY+8ZZaHVFMtG1`h+R*V|DR3hkI^J+DJ
z<M(Pk**#)z!&lFPLMwbM_zQ`LSgR#Ut>Q`xMUPiMXMizjW+vk2oa8FSo`a?j6TSo8
zvBGh2h&O6P8<0}ji@`&Rs}00V3ZYQrs|eCe$b#Q^x*sw>g0}Gmo&a9hitHNk9e^UR
zrDM#vm~}0Ep;##7`TagNlJw8@GsNc8hVB2yC=##Np&ZGA0lCi1TpsMqKt7+c^yPhZ
zmzwwyc#;fx!7^Z<u&zXV^^FccLXl3*SDgQ2Y)w*JMeQuyTe^1`ogN|H9UR_sP~TQ&
z-jyh(t+s{(1;5hCqk^AhhNSqH7`*1fmt>o;hyCSyyN`8lR4<%D+iorFF^nj6;`s_w
z#^C%|(^2ReT@~QD{MLV5GS#AbMh}>Z)y=MX<;)rU`asQ_;@WzeFCzoAx<vV0jvKb^
z391$))7d#L0wAjjn`QD!E>g3{BY0M;;MMXp2{lg<mku&T8kdRPY;A4`9xm(iY?7YT
zo-I5y>Xjxfr6g<qV_MlIRk)#;d3bRMoIC1P2c66m14agfz>k;-6}o`n{u(AC$wCrz
zJvN#E2fM{biTgt8aSBiKt!Y@!R%BlR2$iqqmv`q<0}lQ(HY|!kT;)tdPV+c@n7`hr
z0BwtUGYIw!Wy68+`I!ofV#-m4MKazK72zVkGi|@_9WLU*FQ#<jX51;7hs3Ry-GVzS
z?5b2BEb(T-cd2HiD;(I~R~0U4#DYQ9VVZAd?mk5ujaRm|`tAMj3F_9~A5W~|m@h|l
zuoJb@Dc)paD>(U?Cd;U)#Oqy$q&4);+59X`F{#4Z!M$$RbkWw0*+pYT$uhb|1QAiz
zqI4-N20a$71kLHm<@%>5u7BQ){JH)uh}l=Jhios^gyL8?y>NpdNQGoctdUtuh6?b9
z@poO$a}A=2Z4(dRu#Eb9LsTS&SG>o)7dL{J9Z^Z;Hwb^a#A+9`y9;Lr<sdJ!)iMbb
z=?5-0`y!<CVD{CvMR#2a79NQ->@GFO?+gA6+=&J_PVL=<bX8_=8(9k~O|xuTi^>_d
zq)dtXH$!;;_pQ1Pb6U|A{J7HQ0+YIxsWenY8>ElY-faJbW~(y&w1s=P`O9K!ZHyuB
zGQt-Na<s@^t|dj^C*HVv2(5zTaYqEt_+ao(Nmo;^sITEIQ#)ebPZJD9-rq-N{~rI_
zlkP>D07*K&V*kk2;)%V_Gf&g0>dLtq)y0`Y_Sx|CGVeyJt1v&%3ZIlkxurVHJ)4o9
zpMB{FP5@5=)%^29JlSVjSNGpmZnEp07lSLewA|Wy9eaE?3jr|KF|o=d5vMb8;E93C
zn*7)}G#!&b^_s%o&z|1}Mu8>Fw1fXN?hUk=LOw=Zs%a`_x*yKp$%Z3(-;K5SadY`=
zW!O7_sRu5YG@PE}k+z1W{J8l8muI-4+7rfbdv$r^oO%7<t)&Wi+DmqNG)-B0<_L8!
zf@ofHigJ7OB(p-f3?Nq?CuLo6;fx5Q$Z$h@)tAEq(to(?d0tYMdfS)qcqIHnju+#_
zLae0j07g5J)~94)@T3XFE8G2wRAHSK21@NKJ@O#w!cWf`P_-B`As_CWoF(VLgR>Dp
zjKe`JC7^EL#VXU2u#i|Tq4BV%Yw{Rwee|u#8A-Mv+tc-+2Em8U^X{;W)ghcn5>}9T
z5(D*HQXqnF%M0|Idy;0)^G7>5T9X~VO7<H)JXh`)1O}Kq_WB6he7x(Dtxc&x$Co+l
zU%FSl>wGc1akobU{4jk#-KN5aLei@t2z|&4BH{uilz>A+{#$^CAk*XDb7@c4;{3Rr
zZc<^G((}z9+>;&`vuhLeV@&pntG&kEC~Us%m9cfBrMfpXp#7Ho)-V45T1SU~fA&ji
zPfKc%7&Fum;mKbZ4-+6F7>e$Cg>{od)0{@R{J4V7Fa9Z-T^+w0?+yCVk_o}r&npR0
zBuH2&DhS#AuF|j<)ut=FdpC;kIwiREWsP|%@So3=>IPV#y-p44$h_^(Y=d3g1mJkD
zJhrYwuOIaW87RHiu5SQ<LNV~AW)rn@B9X<9&(-lSr%Ot*6VHHs|Li3M$JwvsCWkyf
z0Ey*mTk(j}9|<>ofD{R@h;P<zZ@Tt<CH)D}Shj83rvL&(pIFTWS&L&{Us)ejHp=)4
z`NyDK)K${?zHNi6nnGyOM^vqRSS;OYsT#I39|k%FEB%?C26>|Oo`u#ulzXs&@Opy~
z1@%pk)ug=hk`OYc+EkD22>-P7x9e^qw<;R+q7k8q-E77Qt+Nvk3UF58JVlK;sYs@E
zS7{>BE?4gmp;vbUh|e2_-c8eS)Xqe_!5MP9FFA}J1NZ09zZiW{DDzyd9VtLS<SSXs
zGutLYGsLS`Wttlr+NJMhIKTCq>K4{MZ|7AOz9w!t3Mtt+F*v%OZKd?VJln&$QI|MV
ze>E8R_7_DM136G4olg+B3FQMBN+J4+fNryAh8$vv8)K^S1v{*AMmFYM`~I|yt8V@%
z$4r6$^1j!H(q5KsN7qDlnE9+G407qB5i#e5r7PR%AS;m)SpYPw&w~3j@Pnv1Rbwl@
zA_0Tkn~`y6hbR_BU%a1`P4*)JFO0-Pb_e2i$;RwSTcdF?RaSQ&1-7)!o?4__Dnu00
z>pw*j!rlv-+UqmtCAxeHwSIh+W()!jhO-t|e6m6}vPYQq95nDfz`q;M!$<Pqsl+$M
zdGrv|BOjq`KRWtX9a^pUN{u_mwTc_s3;JtvT(isbX7{R5Jrl07#n!x<f!Aa6Kd;9i
zqm~3Y$&LP@Co##*)u^BEOhI~crX{_VcQYrEdrI5R83Ucp_Ph!a^0%zFe3@x}mtlTf
zW_ZkFufE#W9F7Hpy65!J^SWk~5sEyrrVHy$l_l<n6Dgy6^~>Ri-Mtn`<CF;gkZO0n
z<9Eew6$c7i-vMc_b`Z0}9BX7gc=2{u2`L(07rh*_X6<J&4&kTDpCWwycBTQC!v+GD
z6B=$#juM5t&^=Z-=tXzBFs<i>z88XN<1O#u$h*a1p7Z7+K!hw1zpXpgH9~gAZjr_t
zwc+%abpC1WjPgbLJ>k}KQ>6m{FI;9UZ+h#$i!zQ?E8_C!K#8ZE69pQi?Lk?E(MMI@
z)u(>1-FRpo)S3NmcJol|!t(1(O$~*g0T%*8B4rZQZ`zjGVgW?`jDIOlqqoUf=ewRh
z3yGU~w?!9iKu0#K>_3=SI1zxmg53Rvn2CJzjMR!cn(=(JCFnOe|J3|nU&4Z$WyeUn
zDE~x6#Z+;}EBs=f{LHrwEQruq@~`w~{20gA-ysXve@zBYM^xEOk_~HhKe;1kHulew
zs)uKZH3Vw3KTK(YLh>JZ(9_<L`i#Ox{k<9|Z)B>y$*r{}ICVI~Cu}ZI9o?ff+8W`b
zA__M01X-!Sw*#K?bN~?|%t^@E#f&i?%`#@SA^NX=tPU6C1yKn1jXc;&j!?u*^48k7
z_nP#o#teHr&oIw$=e**0n1EVX@xnBbvg}t0Qc|x)i%He%_WGs*#_rU#3N6Sv8%)}(
z<-+sKJnQB^O2ow|yVzP@q5=932I9>WKAX250{|IuD2IxZreS&e2=7*(X?Vl(<ov6N
zHuLR<^8CrP!*a`F5z_q_aiyQn9E~E-7DT2#O<ZLa_=-|lM5Y}LBp44{74K1oAYxCW
z+(joVYZ@<066IP`57WlA3@14ep>D`>UqX|$v({-!S!mCfECt@|clMR;3`I$+Yo8OB
z4=wx1ci{hi#iUdGwjE}i{YtWh*v<R-zhmxy#cIKo88H`+E{KCEwcNsEJNC1*2mJD|
zvXps4;IiCE>l7kp3%PjqgSBnxxvR%(rNvqkLgd6lPF&!pd(d8KxaR_-o)}Flgb6ZD
zTTV^ZC4%_T7hHz{KSnUok3cEu6;5(@j~yStogpj^8*+G#X*!#iZodPiny-g0d&832
z|AoqB8CtORA;*z~65Hh8e<m~*s%?l1Q*kau?Wns+Uo*!ZE;b6pcg7JRI*HL1%-laB
zubCh^6&>G?yYjE00<HBEwQ<%!)g0x2)$kHX=0}h!t!L^YoFe-e_rW)sB`=q|V(cw$
zw!al8Y2TMUtKiUNwVvV0p=vggG7N$LOMn6!f880~_QV8}WFj?<n*st16_tp#l{Rti
z!rP0_r;=ap=mC$>g1OibW7KdF_x|S0v%i>&#}={=;mJOrT(u{?HmZU<%9=M#n7Q(0
z)AwDw`e37uTb@~a(=9(L*6*w10nXoN(aax`sU*IdQBuX9<L3O-Y<-%fO;vAM_{7y+
zde699>wM>zp_@WwO;$##GNa0s!7_L~o&IxDLEq)|J{Q5#Nm1gvY%Vwvj!|#k%<PRg
zcxTgBcNr?s6o6}R(J(vRsOLN`!>f6o{7lS~w`0^B%9Gz}+=)`ON27Zv{-OV4fCqO1
z^sR7Xg+^4FRfX#0$}3=A0EfWo%-3VB*P=E6mM}G)W>vF2%mMh(u3M|D`BdKmndbn;
z*rW4RNpm6p?pKQzfQCbcnV6y~lWNLRBum{QloFMzjz5{MIxKt#+K|fSdNpTOEJHka
zsdhCd<3+ZZACzRoO=M|+;HBl@3w@h-gJWJ+GvP|iWh+V2tl=i(^AJ*{Rc#0TwCslJ
zSJnz`qLd6lY=JwBsiopv@m~h{iI0*qD>)FS7VUF};B&^wgIfqazULlMwpb)noq$UU
zq~ibICFLvltt}|;YQ<FjVGKRgZ4-<^O{B<D?Qufkym)l~xQ{qxNS|p!JmU{9b_RfA
zew|`95QBpnrxL@sFRrsi?L(=>1G54B(E<$?Hs})xQ=9+^Lq(SCcRrmG&2}pT{TdI$
zi^_RkU?=p<(b+~Wv*BjwLoGi8+`+&ny6sYS-|n8X&b=*Wu-ySR6I2Vvqb6c4>7n#~
zZP_U9?4NnUYT`vvW=jn37<hF1P`{ABXa7~N;x|Xqmt=LP{f5&tnUS8shWBmCp9;K0
z_KOwAkPl)^r_tZu8r|d9N=V`=m4Unsqg<{X#Pvl~?-3!wkL0jgL}(aig`^M{WJPaZ
zR5^jXdMEsj@w$%`-&yixMy6ESoHk|NsdD@1_44jgYJmOle<6i%&d#TgLAXrIYcMca
zo)a17+|wI6#ak0VknVd->=&DEFn|8z1&0tO_xht3!TEpH>q<bq&ax;{;))5SJyqb=
zME3OHGbs(-s^_m)cDaHgJaUeYX(%a|GwbyC-DU6U9b()evN=?OG}Y_4h0}m7Y2$`+
zibhRPhbHLkT{t$*^?|}T|7gO6f%w-D?2W+O#G35M0T7<Se~rUTy8^0?*eA>3KAb^0
z+9ROUH~g{?x4(FtNP|@}oh3z9n)oyB7+#J)klRMuFBfkH$fx59aV=T4!9sU{ha8X$
zn=ZeqOq8@LaMyTEr=X|+r%?UwoR{{V=-f2OvK;Tv<73b2`s%C-2Zr=2TN8)#J1u-5
zUJfV?JpV<nTi&6&OdD~BySrYOt6{oWXics6*Sl_qON$EdLJJ6i4GT<|^;RTp-dI6G
zg2b|Rob59a`R(QJiGz&00k*m?hnZ7nf9OM^(OLW4g+jm;O<T8?K8PZH!`3{^vp_Xi
z8z9IRocZ|=HuPT~HNCayLR)52;lKD^Dw-!;eHdYd8hJT{?_ONd5Ur}$zIBN}$``{{
z0L`KQqC0$D(a;KM!!Fkzotvc0Gt8B+vn+)>!8#X#Ndj9UU2sG$*lQM!SQPO}rQbBO
zcCsip0B+r$AHFJbJuM%@DZeIZ0TW8GKsG}ByAmYrxc`!Nj{ge7`r;L^n~$KhJC4z5
z9to#E_C5Khu9`Yp7Hhlt^KolXeD*sPkT|&OU-~fVgrCV1r4F{d$j4Wo5r|#F+~C7v
zpK!g<%4424oWO-{5XyK%Z&1Va${Q8a(>G)z4ug~h45k3Y(oO+qr;GA-Z>nz&JEK4v
zk_6^GjG|{Z{;arjtge+#uh4n|KW4ccftvUv8(g=iVl^|a<AQ*{9u>e6Dv;6+gI`sY
z(~n|BhUTm;DxGR(VfUf76{xmiwN{0Xdh;vJN!nPiZa?)~G%&lXvPhO_&6Yph8A<&Y
z3m!GqZ&a>I0qH7y5OYg}yKOl3mJFaRYu;>Lao}7u2MDXjtq0JK>0=DMwVR>YmAY88
zo!Jxp0Q|#$a|wOu5sZKk77DGH?McAJ$}vA+k4^d2+7g4~pj5+Iz~hpxSYXbN($JJ<
zwq$VqVU@x2B=s<%-in4dhRs4LBM<zVC^0Ik3piw6dyQl<SqbbK;(Apxgldi_)i2L&
zn_<*`-%2vqaIU~W=|eC^9bWfFQ<O#IiqV1z<%7-(9Er0jb+(QZ)ED;L2_ByWdztJA
z7}%BHKzF<;DMr{^i|PC)aDy{sjKpQOOZ|OV!e%Ebhuj=v&aMG+BK5z(MPPKNNkXf@
z$ah?v$HtU8<O%<kB{lLwr0P!|yEZ?tg*;ouW^~767Nn`*vPh`M%;i^nfGD0K%<*YO
zH)ZT6!@hE5Z_~<4IA%r;2_2-NR6b4n+%G{yawCGeZQhd?6OK@xWesL72@~1O<ay3i
z2F$7Ch^xi-mBLGT1WC2aIqR+#fudJ3v=vl!55cTTq=UC>E4*b{KAG??-fAT*N{Vu)
zMYTc$iURw)_t@o5<wKQAJFMmC>ys|L?+hzv`ht7IB;@c=;uJ?;_$}qcE+J=7{rhFB
zSD%_K`Za+W+d-F_nU)Eq4KwCR6V<oQs|jVV#>`>!o+6)BTq<P`>vRm)dUQ;As#Eh*
z9(78`VxR;Np%}8TZBll3Y-3+3I9Jv)=y~C=OW}#JeP>#$dM^7*m!n1ES~r(_EEe2S
zR*r|*SA+SKOlv@ELmcGoWZaGVTJM4z#d_pHbF&I~-TbCc#i+<`;6gHU)ox<Vw|l2T
zapGUNs$`jNZmAG9oQ<>qqcFXZBTqM3T)^KQi!w*#^IVVbQk*#>O1}*UUQiKR$6*?M
zPM4!3*K!H9cKQ_7kdZq44uQn8U_3Pd{=Yy9K5T~>(-#HAkr;f(ksU1UM_S~e?cs6}
zYIf5act6aeu8ZAWtUgbDpVZzT72niP5<l3)g{b&BlyYrI9{{Q94n>%7@E5BKU`5z>
zyAU{_YK_GUouwz3Nc`C+@cfy^^XXy>QPr+thV-6x*#Ast$p!_+I6R)fbCk{-YAG*P
zUWOfB|7Hd9qp(LgYPgmEM`o%>0@;9uw@+{8Zt_@8ebv;h^>?bir$#qMiU0sl40Y?O
zi>Z`$F^{5x4)il+M8Y}In@`O4ZlVwgj|yyL*;&`#!`*jK)CZ+QE3j?%{*{Du&P7Kn
zbKKCO#NoX^gP1;vBnEa_!Wp@wg?=&RG0plnk;3QK?xdmZr=H*f@6At;9^o(~ELoZW
z=d@~bKR`1~0X=&6MYP;B$8yZ1*5c&^mr#1kPakNwmc<3?s(#^*t(=4z3Y+;oV&Ofo
zQYbMukzbj@Zzy*qDL@{TJKljCot(nR=fACmhpAhSBVBI|k%nUQOFp;$@e+06gTTt5
zQQKWR-;|O0qf?sA{Vo?&_W7}3Uu==am?YhNp35h`GMx1`+pI-}j`FOGH>Sbd{{?%Z
z|AedjdPW(oChc4AqtxUNRSiiogaLxt>s=zyZQ-_|iXMh9ZWPFXnLccw$Be0J%R=o$
zr)vCMQ<Ql+!ts52d5Qlh7|Ef#zVgPuA~h^|w#b{a=T$wE#>}g#2!<0e?cq7~t``oZ
z@}l&0Jls5=bJ3}?EQLSe#eYYDUG6N1@sOnGtILakb1-@C?L2fx;M*sQT*0`RW10*2
zyLP2V;NJT2m7a~SvNDWfy8ZA&!N7|*xPzh(!SF+JJYK0R5*F|GXVc%}OL-Z!+{|UU
zbuD3H+Wq@^<i9VQ4dzMzJ{?+q#tuVid)|VcR20}g;kT_pRj&zN=51Ec20wXvu_H%_
zBAEw=7sW4)EQfsQ>bm@*)l;rD$-6xuR$*zIsCzn%TluKTRYC`SXkmZ#B8ul_*`W`f
z4|(#bYtd2OA6qstqZAzS&zk8!w-6Kalg!6%41~=L0qf2Tcc_5V|6crWR1*$Av4bN@
z2q@bOSiv{kKqg2Z)I`>S`!uc<!<IP~bS%9ouGdt)j5Q5JbEj)$T&MX-)mDUpY6A^3
zlY~y?(qGQnV|ACfFFZwGt1*-ft0Ba2sXl=h!2tWY@L&JAa(`%a8%D~(wR{<Af8RS2
zcpmX<7i5>?!#$bMkxP8PBTNxOA~@K>O;|evd34WuVgg9qrX`|YMrso}Rz5K@h^=pa
z9!sJc&~RY0+(%@YjL0*kDh6DFl!iWD+~h<+cn|B*XFYkw0rm8uim58oiX(WWB4S&Z
z1kjURxJo=~6mBvvY8@?D9v(EB`;!%xt-vIQ`!tki&2fGx|HXo%S+9j)iN7CxQW(@>
z0RR@a)JK6^`FgAZFf0F#Q(>J9CtUes?QK(KOM!1#w10;}oBDH~c@kSz*x5N0w}(?~
z48(N{hhQ%3AFCrx{+&02$I3grfkXh=+eHxgZMTuK(DF$q-%YI#bHEQP<qk`^zZQ@2
zo{C+4ey6fj`;xr|8;l4cYxm{5BSVxSmFTR+tj39$C?cAvWVk(bipf{(FCI<2ktQz!
zy5x|(BbmjY8{;VBDVuyBQgDb0W#iib!Pamn1@gWJs*pp3HZl2r69{QCJ=n%Xq#RH}
zE&khp8S7`V<D`Gdhfp!|vvY9U24B?nt3-mm&U!I#x|n$~GDUS!N{@coy9YuOWKwhE
zY-%O`EbjN?pFxVVAM$9?Q$84$#{ZIJ&|@K<kNT%z8=gI#x^Ri-D~ahzFn=BqrjLY}
zhXX)RD;8`tT?ZUDbY*e+Y`>SD)cyR&eAvuznY)P=NQ)poFyLsv00O2%zlWQ>*e(m5
zdmp<(s{5m`y}Hv<2cJmg^h*H|mz}BjNu=lk|Fq0f?b4qw11@kkP#KsGvj?8*gXGOK
z+uoG1owl<)ZgDLdC}T(UnpN2NKbPi5r}vgf$~H&x^nsBT##jBPC;)v&{NJYJNE_nW
zdJ5t?T__G*a|-!LcX;$xeTf_5L=+2c&{$ROs|*iH{Ak8T@!owJ`|kzy+QrsFBwRVc
z;99vdLOp*q`2`30wUz>_JLv`}%rrCgr)M3baany@X0(`?K{rGn(ye>Gj2z`d+w+Ke
z9vc^>%S<UhoQwl%u}>@7V@pRHD%#$EiX{XeY*hVE;CvB~p6_WN0dFH!yZ0F?ncw2i
zKYlACxur+lZQjEr`{vdarZ&YPU&Gs9iD??;{)A?=)B!DQOS`V)<=qe4RufYeA7ER2
z7(SFZ?VA+I^|tZKdNh_AUX37*k|V8YH#lw%BsTAvJsNEGzfn4U`L8Lp^%prKy<m|$
zX*OL8$)A~;N-r=R{q$sK9ub;K`8Ve<j%6zO8Oz7X$7^F?--nP1?b$1nDbk|1K)ot8
zJhypHe*<Kqb9P4ZOa4A_v~ewW+k-}@o-a_JEMXa^q^HX&HMZW&+a4^>IxI`E{zl&z
z3_Vj4=VeYLaICC%{#AGVSNKitbtqa!?JT}w*QcJ1cMXt3OZdTCjl1^W4mHPv)ytg9
zu@#2S3Sb>`4p}jv+zPDX#1}H%wX(3RMPB{oVwtuk9cb!u@6Y@i3P?l>jmOz9{Pa&h
zwg;Hfc8%_Bmc@K`c3G=SA_y1^DX*YqT9&H-qxnA!2U^)EopPggfMU$>z24T+AHlnN
z<RRNF)GU7N#5(l7Xngn!&;XhD+nIp)cCqi^x1izxOnalAGnKyU0=}K}X35Ds7UB<A
zqYvv6_v^n3K5<ZrJqmE0j(3D5EQo%NcHz{Ra*Z0=2frO5sYBOcmEwfIwNA!4!9<}|
zExr+Hd!t)_(V26Yv!ZYM*pMVjukbYdH?4<JkgJnSOQUWHiO-44QIAF-6>eq!Ty;Q%
zK+3D)MSfY_<6~vT5sR6*7lnT@8B6|q-to8#70AuK%@yGG$3+T%l}zfLAyWrk;~w2;
z<$`F0P<=DZw$&^r{T7VFyILT6=IQWy5xJWbrq(}Ei8_Q~PxV%4w*9u%=jQ0xPxtv|
ze|JC!-Dc8>>Hu+TOEaO-<wEP7?o)?57~sH~0#2CURTsWW)sA4+EikVfG+!(Y!rUZ>
zX_$;CJojx3btU$Rn^us46{Z?~l>a{#L)wwb{f5d~w?MF>FN51Z9k^{$9)Me%{D|aO
z+j0T|=PIGhmKJgQ@e7cVJ9rF&K=X3VY%t;2_x<?8j&`fC<3^ub3oIRA18&?0%c|bT
z_g;_Q{TXfEpywpza8s910HOR6Vrc%K(Lc#-1J*PeX%gltk47|5bJ1V|6rVHXzjNpu
z3Z6S(r?7z(^`&R<TRu@zm!9}?fOabeHS{hn?~z#M93uEufmJ^Ju@}p{#mrhUJZy#u
z`B+06m<6u~yMcB|oabHQleJ%OeE1lv+nivk)n3ebr{D6Q+<?6HMx3`n|LW-PjheqT
zw``l=+v-{PY!H))!%#fcGx3+(Mo3{YFDIv11m|xaEBDLdwXO`xL9ud(<5TfoquW#8
z4X?D8V|%x(lZm&RI-lbfDP>jp-WQYI!Rs3@ot3!-a6J;iR3=ByW(^<Q{4U%8C#Uu7
zaSQfkf)B@T&{Q{J_EodTG<dcN$`>?6)$}`pkQFe+e0$y;K0<dbhLYM}e|g3?uyQvF
zw6(ugEy$8uAMS6KZ<a3JBykxZY5$(A`mb4V8TANb6i~2#BW~BS3&fvuDnq={E&Fy3
ziirt;ol%k4db?TJ3?La^s~CpiBfzLJK7fq3diMX|lpQh{IX2_hmI_8R2y#<8t-$w)
zdE!;F09!PI!}(OIMRhzZj3s}Ry@2#YvcEwUjICj>o5!@*C6zvWlEDi{YKYXs&aq-%
zxnCxJ>__56rQ(q@lGOA$qBTxfQE>84?RPT+e#q$^D?83-bLxuWDYz@3n*R{hUrkI_
zW@R|<syrpmXRHD)vI0h#uuQFDp<`v$F|USS>zWn}2SAm`nd!*c`ii|r^6;))K3G`V
zh0AP^0`)4c3;NohJ)dOA`4N#GI$qeJ3i{xp#2KDDKjo-=zDqo1gROb2jWC)IpBM3A
zrEstSHE(KkfXDs*SuI=46H}#;$(KN{+Mri#t;Q&yUnW@Fe!IRb`te9{GVc-O|GsHk
zaZ<%MZ!>7AO|<IdFOZwwL>k_jNFpR`0MEDfdsKDgva!2qi0_%vcT@=M4B|&2LPy)W
zqX`lAIQfvb-VuV~x8>&B8w}PEl4cDNzWldvACFA28yO;1AN#}mj4*tOV|=dCw%d*V
zxOZ1lt3kjan82=!O(iaBK9sa2eo-$ESmaU?+(S3=3~$oHgZ)kn@1_lr=i<J$6B@aP
z$%JYD))3V5?loG9ZMyo&GVt~T;aFlPJ9zHeFnre`Ex;~OF`Kb{|J{w@qJ&spH4Oa=
zIe6`YLV%mRLtfE<F-42;PZCl4SL*(XkhZ22+5LTH#YG(!hrlM`{u`sysG`$mlN}!!
zHW;^<5p4)Ho?hbmkj;IY@QT3PvXX>m-!SysXJcf>lCxl9F?~)WzSRedL(!E3rlR|p
zLkt!co${=3|L4?!Sh%m4pR;fxK$s8$gO_aJUQ-h=Z>Kw>1@Ph(Ny?ir(KMre8+-K<
zep|o1`T7EO<!3Rn2pd{VU$n^FN?5%4a9|<fWMN@pKAM(1e>DtlcjuSco(N1l-}w^@
zT<vv$OOy@)R<KYOLDu-U^hCbVZfbIIiG4C)GsORjhT;XAQSP6>uwv|HWIEd7-gNO|
zI1w2B!6^w5mkIgdX54;KlA3#Q&{g7+!QEJ;X}y*NkF1_(aVB@|OuSsr=JjHvTW<8B
zl~Km!kbq22c-vSidCuDs`z*+=PYUXg#n#I3xpwO{;olJE9@wbFVRTl&exS!xl%da=
zW^^WW`)RDw51Vo2f#fvpCQzZXLUL>V$Z3CpLZs;mO-i->^@JS;jwf!M;kKXwmkOcZ
zNn9o!w0<jN_ibbfR>19C&-2v<`$qOSFhh0Y9N3~anepM3tF5PtqWOP^TSluUZL#wO
zUInNlnM}*A-a_Y#Qy@H}T)0@9`-(dRTg8kCHG*7*^s|IIl=ZlwC83do!O3WB=tCC%
zFcK|Diyh(>|DQiZh)`{biS+%5X(&=MIqBr`=SWLvY?s?&AHgbePULv<A-5KheG%Uk
z?MHjUV7A{7t>Ne7FPrOncm|ffu*eRh^aGa<aTSK=D0X52x7!=sZ-BdHt5O@Q(dfw>
zd;i&D@a>u!x6yssG~plnF2OcOi{%QrjJU4|nu8wiDTZ2)pb?uYhWM=+&+Mf>7DIY7
zT4mrRhvML&pM^fINJet<CyBU~F}&h;?;*9Yt=~*IL9<$YY$*e6nt^trZ1l4b4JsGn
z=eBjLp_iL(v-)nY8TO%BhY=oQvcBN@l&kT06$=({zE_4=KiG(Bpda1LbSl-*_iA&l
z(Gl+o_)kd9=-?!t9`s7wABTyb(wyWriFuw%B6keOX(DD&er$ucH@e@*^*pHG;u@ii
z+GMA?>XUmu<9j`&uHsU;Z{qvkihj)3W|PW>V?g@ge?`h;uIl#aSN!(uglYOHJVBb_
zl)=2ja@O+m2iGAYmnT;@%MT-DFK^~ku2P!tGdu&Xti3nmOSF)Slr+UQRLPSd@~b7e
z90zX3{vu<IsxR@05TJ*34(a6h>kS-Hw#33U$(589)|aPYDGtLZ=~wdY{W(oYURIQA
z&tevrn2wtd@<QaH@Gujuu@#TQ85!r)g$mi{LMsNUUsHxda(p5rhc17dAy;1G+aXbp
z{Q;^+`~p0WjiRs_BBS9RaB>{kt10!)x;jU>xD(gjt8~*7#yNkA{5I5ks#J%J7g<dC
zIj45#a|kga^st14NS^H3=^!MdDk<1-Va=M~&(~*rZ5fMqHZHa}<JDz@ML{ms=DZPQ
zTlsMh86p=74kepVIjzd+^viEv2lb3cF1w|*3<wgZ`}EjM&q@#oXr8(t+@9c9FNq4}
zstu-fv{)maj!v#w))5c2o=zw>?)}0@mXzpvI4zJs9&)<*sp1oX^*M!KB9^3(<_cKV
z<wM;com~;A5{)>#(xL{QCya82U)~|k+XJzp9EHmixL<{CZws@A1(t8WtH1fQJl%b3
z@aF)F?R7g(o2ZLiDd1T9zJ8k=du+Lt?v@~@ba!dRyKyT@@!~^xaGD1+`Hum>GCs?m
zq%==2oTm315>Y)dR#7-nW7`nF$&oc5PH_SMZ^?0x9gy~${-y}IXb2vP>}b`%RW{#c
zcpa>=7cw44#;Ogn=T}^+1q1c7>Gb*ef<pnCc2pWJ*4>M--bJ2JHi6FTubWUQn3kT_
z&TzPc-bI7s6egQJ_qudRw#?Uy8L9f*c<*5L?}0JwoNF#YJ$DR&v4p8Et`=!4vOz4!
zx-6<g=X&DTzAY|O2y8#lj*1LUSy6M*KD?2EJ^w)62}!5aT@PQ}c^mFY7r693#_|=X
zgx_4y6r1w*P!^f5GsQ?#2Q<<O@J@Z1gaS3r(G(KgsTBw6rQegTaM${BV6q$*4%mwU
zp-72^2ePNgCv+Ak1!X^xODfVOtYsYgQHs!_{u0ONf3iH>8{cJ6N)~ouscv%%B?h;6
z!56#!eQW}FS>;S|iu`l|=L0M01jljiZa%T8K-j<sJ%=1Lyk!@@{qj$feF-cKenn(o
z)Xu;dZU#D`uklrR;2oIAv64Uit0+4JpPb4%!D9uJcgH41Cc`+?KBsUY!}@#xmuOk`
zHrR7qMSP;Z(D21pBoc(FLo>(xgFh@ShG5H3XovC{p3vl1BLbO~#7Z=)2>NtNC6U;p
zd2QlhzY>Ajz+P4kAhDdOJLzla^7tDgklXy6Y$z^*qQnR#J~$__<6K8LWPtD`0)mt(
z&zK}${?GZ1QJU90!YEHWaY{osCUwGzMX5kQM)v?lgyf*}7c!B1AGISj{C;)ynSl3=
zBiA{AI(_IJcxRC=gZ9nOtuY`m<F-FWa1HGwSmVt=PHvMWFeL_;znY+Ck0g=6XxdbV
zEAl=am(zdN6ks2Wa7Sw7d$H(NFazA4@pKM<$FfDGp2$(Yo>h1G<uoD`RuJ_}G;i<n
zQ6BN#_1l#*Z?KY)1G@y#`sH|s+C3Go<x|)-Ygye|ns4i|anXQlB?%>uyrBB(Z6Iq;
z`Ah$_RXm4Sff*?$Hg+d^UxL*Xo3d;)L=?;{v_&tK&!Lxju3a&M#{`5rG5*0*f?F5K
zfp*UmM3Q6GkghrNzFzc%Z+De$NQZt<WOhde+f(c&idd;ob<Fd(fAf-cFiB`tEn)pJ
zGU8#=?a3fF8fGLDLQ@g(-TMze-@PdK@$+#kf}!)K>VjxhNcce9lGgV$R=)VLz%L=0
zLPpqpiX-oX8*1r)A}2{RuV{i8%}d|cWdh;z92xFxweXJwS(C}KnuS$GNYjaeV9-}A
z4z<N5HBy~Mxdl9-IEkn={VA`DRYleTiINv{R@8R+jcL-s#gvUG0Z17I&y#D5B|Pn|
z==aUE&-3Ks>Ini|b$e@aWvF#e3Pet~CsFg$$Ng%CAd4Bh2rjdbtVISj_!iHEvnCU!
z`M2F0DlRrLWzFbxs0uW8pF_J?Ex|rLxU+}s2|4n<Ezw!pds>^p&)jS)SkyIJ`g(`7
z<u<UmN3A~krc7b$2aOt1i~Lc<^R#6P$Eq2q00Z^gtX#G}eH$PgiS+W#{K-q_nE%5g
zvWeS*kQ#FE_v5>ZOFvJKdqf+~7(*Ldv@%cIw0J*~Oj*fBqx&{Q93=j|>RAITp{HN!
zQU!1I_EJ!w%~$SD@;zO2;tpzFeEn$lX!~J(W$9OPlpaX_(J9>daDS2t@t?|n&=x$D
zecGBR|8kva-^lA#T-FxbTj$^LC=A=HYWEwz0{yF1hQHQ^XVk!nVjX%?K0bp9xqDz!
zf=+vO9(OPxyWDou@=m@ojm9CURa&zwBS;{m`ahI?by!vJ)-ByFAl)V1h;(;@Al=<a
zhjcecm!#4S(w&=>?sC%zY(PNbF8rNyzVqGt*L~I>itxx@YrXS*#~gExG3gv-ah6zv
zeDEp^96c4lX(DhT$e4cuAmEAJlt_XfziS!on;z>7!zZTzOLpv73g`BZAlTp{(L+E1
z6+=&W7VJ$tOu-$exU&7~OzbE)$LeBdup{gd=Ak_D>uGpD&#f9<8v(pbtpxVHfoBcc
z*;(ybUtr_8t*k2a-Q)0P%x%oiL3mVr)lfjRst)Jv<j|NsmyAi6%u=EQxHpAh3XdF1
zE8jbiIvDA@uM6%qBB7aJOX+m^d3PRYV`TUkG)05HS(g(B?caXmf&;aqOJvE+$-b+#
zx#+`2{rVw`0bMJaqDmY2>$*hv91MEYgN^J+j#JxRJjPtG5Mi0A!gP~*-}VUDL+ZC(
z8fBT(oSa0kf+inHMXvpX*x$wJuEav|UdU+<C1m4AO?<A9&!6=xYg=ea0=6CPmsMCm
z#Q+n#^D27pCU_g7Oxyv|N7@+VA@lj_evwhO!zwWE<81cYWpBn^<BU$PJmcXIwIil{
ze|~I~NXVSl!Dcj>_R5+FN9cahj4ZO2RkgXE?VEg-1KyNQ9Or9iZT%Quo~-Dm2&IfS
zFy5__ZY7i#Lqww<DJjGvjOm~|s$QmOcH;+<&8rSh=@HrOR)-%R#0)JCypgx^KN3eW
z!{LfR`_!JESToj7b@kXB`2jX(IT5U!i$^1a8t&JPEv-W7kF4_~roie<l)!*iI{|o#
z<q|9{kK1oE@8H04pFv^`>X<~kSRtkf;pSe+Ti#2xCN$4CE#0|_gRJ6YO?DAna>WHM
z_&?3O&l;wL&AkALi?vrW8QD+8$;$}qTQ2e$w2R1$bay7c+T**<)^%c?<a(<>?-}(X
zPZ~K3b?NMFdQ_EP9gz5p;Uv-2Z?`&0N7E9Rv~U@@pf6pNJVzkR4EqxfOZ~gr53~{4
zR(Q40H!G{!t4ZszU@vpU*9oE8?13MW5^94G88!1<Tjd~18XGQ~D@#F9c&P^h`BGC_
zjri;*axwG!HyGK?ZBV&)QpYQq>gY|3uRLz7N_B4*a#g+uoMhq}Pgq`4%Qd&JfxoTM
z712se5`T!b8H31-!k~Lh#`R%VcV-xU{pq$VSA8N|fIC3P?ScZJah^28j?nQN)7>Ff
z|Khx_WvdzQrG`Vd2s=Jb2J`sQEVIum{zwfeV+{O#^6PzT-VZK^g>tKWe|)vQ_Fr8w
z8AQcF_GR(ANZ&6c5TwA7U$*czdyan%)QY-VLxHpd+d}qMCEuL^7Nr=;=bs&I1RyG%
z&YK{-eV2)7{oN0aPU$V)NPD^uOXrO%Hm^ZuyF_~hw!B%GmXvDN<~GPx1{4*t&DfsS
zp&q?{?flm7kJL1HxiQfdAvC>Qe>~oxx<NNCn~8`SG4l?(+P!QovK6Mt{OM_)Ccdiu
zDOcwVpIn(=B~#KVaZ5DAqH^jtSjHiE$R)gP@r6}Tf8b_M7%_-dcSVs%)|8jTgJ_Vl
zukdrCH>P5%ndT<bjEqK6tbV<F$n#jSIq;<XY6Y(}u|?x{rY{?3-1S@>J=@x=jc~St
zJ?&yp*L<fM(`*X|qUjpSG=$3__xw}7q(k05k4>K7i>*ZVEkbWH#X&fudp*$G?xfFs
z{vpgDJ$>GL7e_{)uYQ+Y7Z@$nG1-W|8agnKPrE%yHpGh;d7#$lKxu27uCEtrGdBO(
ztws~I&nx_cJCdE0h7<a8uEKAY@`$o^nM#I%$qsnP*7;ma7;F)>IokydwOvkd&jZd~
zZN?dYG0e#+P41JO)iIs(;kVYyIpX1u9x2UO>>}1E;>oR8t7j-S!<xe9d7&_ugCPPA
zmK?^y;UEKN4B<t+V;j9C9$Vhjb;c!4L5Xw&-#_JP2oRMg?@5E0saPWg;DGo(8NJqk
zUkRx^9KYRQ&3IjOW}V1LW{eJBMU47xM_HLYp9|5y$VbyEZ@qvh11uM8rA8S2igdlf
zEFGR=f`vZG##$dAyGJ+6<R$1-;)Tglfh4!VN@bx+2M)VV&<cSgd!gmyf4wwJ@7XUO
zWxgx0S3GNSD6re$MLS4?X3TaFb`?OVZ;#_{k&gJu(|D*o#;II^(RnjQi0n>bB?xwe
z4Di$CeYz;4m1Tu7$@o_Hm7gd0fSCoq(T`ajUke&T2L=We6ZeMn^>n~u7!+h&F_{kR
z8V;n&0J;C4L=ZjAS1miLdQPh9q^$RvbfWqmoEEk+g01PXOwyce51Pv5!#~{y^Xu!>
z_*e>a4RJFf5LnGmUb3A)e%e_*z;bI9-{-_9u~G~d4xFC%Zp83PL$J9ek8>o@O@B8^
zUy!%7RjvG}aWKdm+wPCla+03_;V_j66OMMHp9Z#Zz=PBKOl(RiN3+uHnK=RKcnosC
z5<Mc2$i)e0^>t2;%X;$`P2P^{gnz5kN^KrGSWO7$D=H|FL=-hx<kM|Gd13Q!z@e)_
zv>y}Q&=g4K?%ZT&W2;N2Q#9@5q?LpBcjE=(_jGEZk!U|TV%$Z65{7^P8hRLA=0v`r
zTEwH<swd2}JW=1Eef%f4x!~&Ya}ATSk%m#pZ38o0W0MtMaYm(CP|S>)NVE(jeJ9H{
zU#H=@w?lw1nODN;6LMSBrFpF&w@}-ob>ks`PjAmKjsegY9uNav{MIH>6dUFy5j6=!
zZ1y@DvqG&+Ea6^O2=BnK&J&u9I;-_3G^GAKh`62E`uA5A_N#1s9&;NpTi)Xp4PR@G
z%mV4@uryuj&z((UQ%Nfj{-ykYqc@Gz)5B)o7^LBihoAPlpg7+q(*tO&dA&CJ0id=E
zxPE>3>4NWw7A{lQ9lXTS?3p(-3na#DWOiFVXkWFj55!9CS`crUT%w^NDcS?txuCYs
zV{(#~h1J6934-No_;6tDap$czEr}2TxREtM4lO>L)7sf1<EJ{2b$`g3S!=0?s>?j}
zcD3(wIn$4K?z|bpJ*WpTow(}|Ci+DRoLGOML=+q@z^#Ii$k+Xe#1#4a&sExR^6QL6
za}snQQkK;s(XrxEz@sYW0o-}T5iR?Q@ua?R%}WqOqq+)Ge@Zk?sQt^Y#3i5W!utL>
zo5U>wy+5eP9aV|(-%uS$3Y<2kwBVjB?7tEB^7aAj16*Uuv)4H5-NrfN_#F0OfR{54
zpV;17fnq0hD<70L;M6{k6q1gQ02ZomZ{B{wW%}07Lk4?7jos;Wq5*q->Oh%%w|Zuf
z0*#8tbidQstI!TOubw4-d*O-_%neHw-b2K+C?v6|Ok1nyh^q==uwn1+ziM+N-?<B8
zXp3FpHvXCmhK7Kf8Q2qi60Arm`Gr!ka*4~!-uby>djQMQ*d2BeQCt67)~l&~X=A6n
zjM0J8IACk<Cm7Y{^}9j%(c`M?B^H|ZToYlBzyc9uK?2nzlQ~4d3XJnUw$vwy35{;|
z2u9=Pe`Fx^)U#6nZ~E;oml<WGdr!2exa^BOuk_m#c@t$I(xP}lQML}LW4t?{5Z5GQ
zSbhR3K)%m^HdR_t!F3OENZTC8-gj>2v$47Y%a_Cg9`>9tzA4yF@?JQCMN$&tsvP3s
z=DK_|B1!x+Z!_r+DcP-DIcldU#p?J|72ICm_`0<7)zT=AKtXblM5zZ#m6GRxp=9YY
zhKKJ~sZ?QiHQ&HlB&(jxAE&w9Q`lhtp>H_-C_7=ifwad}<KdhR!``(m6?Avh+iA-X
zQLa&GPOzvS2<L*XJ3V70q=1qHm;_O$9t4HW6bXKv9Uyeo;4n6{{UQ(Fr<hdyxb$5s
zJ4<p^bG$Ks;HrFaNqo+Jfe_EAqK=srG^ckh>wdsO_RIa|+ybC=+7lZ0-GfKt93+n4
zNn?;QMSf@hRA=1PW@JZiVBcQrUR15b$0y`JZR(O+Z4mo%(s-zJs%d=iAgcC}^mC}~
zv`SFNB`B%4iGhcZ=I0TEj0iQTt_SN_sx5yULcdF6M*wr+J};Ri)Wtuq{|b0*--B6#
z%Qw1gm9IqM)6G~R<FEbE6WOy@kgiPe9-SBJqZ|g6^kja>AH!?2grty68Y}ME8Ay^n
zG(Um+wx|{vw0&eg+*BnQ)hvCVWBch)+ZS*YqTPl)%Ut4vBv^9S&<6>WnbTQaI1(B(
zmj8HSb%5$(IX(E=2oxkNHX&_SC76fCo{-CD(^=;*Zr?P-K%20Hh0TQIK;|M8(P=8A
zNIvT5crqx5#1h&_Qc!?x`+E)v3=A?3^d3?Y?j{qogj<}6Zbqsbbm!3FCS?HHVmcix
zET+k=>)xI9(9&b-GqaNYrYiL|{}~|3PDb3lL#RoR@f)VExyJ;bV+VsPdv_pCObJHm
z!DJj^v$0-uR4`{Q++172*wunZa#6B;N4BD0YpQ@2;5wr5Y0JMbdvZo|>~RE-P^kN+
zCy|VxW8<%<J#cLHV$|SOEJh{Q9`~s`7DZeCuxh4s9oOI^>Ha<mj{QwFXFo|gGg+*{
z9qd{yh70U#L}mh|hvh>d*}s!VT8{`@_gWyRwU%5^qa6*1#liMPzi3*jTlL)4&NE~d
z+;`VLPK|-}8or;!YZZ=|`&7)^_3av}T9fgI;dH~vE6PO*G!N23uJ2EfG7zPVUx(!{
ziQv{ko66ji{u!%d(FAe9XzN@c>X=^VDtVi(%)mqZXj+y`QAbf?gBaAAy#Q{bD%Nip
zE=2)seQVsL^3eKHoT4$o0lkXn&{3P~6&K*ZPNCYCgy<`m&+~!lIq8Y$t=NR_QpV3@
zSxSAr3N#Ne{xq1~#q0Zv<<QutV%05+WM}4W(PaqOdyADh$UZZR|2|vy#uc!VKdCeX
zy2o+I^?C=kZ=208l_TcR!09rZR)BY==Q5THQxEgq=XiB3|BbQ<W@A|9{!qg9Q&DQx
z#-Ab3TYjdxjZVqTblz&o-eQ3^)q^Q`6;Jc3KX^6_gOWl})f>KXBO5%`CeKD=H924x
zm-l+<VFv-R8~GePHE-sX{T|gZ?(1`9Fb!lsK5;O2%tXjkb3hr2iNXluLN0tfT4L}0
z`$*uBF=OhS_1GJm(*tkSZP>o+I&J=ZF7HWKd&-CeVvF(kxj)10Cb_J&q*HL241g3`
zY48>&ZH>p__-7NU%cX5Vwl2WuS-Kyouj>PAUxs*~BaTty@>{e14x?$+alOrjA%iMT
z2j>KW`VmnukcQ(cMw>7=!>sk^0URHvxa{XbvvzeYn9KbwF!(;nw}88AoV7jD2eU@n
zarCA~E`{zJRrJyj9QAkP3+j|!C?u}e>Z1wj#(u(<RYLShu4%8VYzH=|vK@j<h|Wsr
ztz6L>k4z+-iR~ad%#ulm=lz)JR5T7|N51WW!!fI!K~i{W2zP+$Eo`0kGDVJqi|6~g
z_kQkr|C_f;(w3>#lhf-5Vy?HZi50Ipv{{g{yAHo_yYnID)icEn5@m51WY};{P$xWP
zSY{7vaAg=-A`Fn26%vvwaUYitV`O=Ncqppa*^O8NoQOBMVoJ@KEGZ~2zk;0tr6#1!
zyYX3dxv<|;RF0@76^ms{|L$+=XYOdMrlZO4)c_DkjXSpHo@c2->9>(88%D_<cYbmq
z9v4<3jX?7N{^Yw*ccsQp*E`>=IajUEETz|5BFkKJc`6BbvfZj@+(UU2Sa%32tIKeg
z;o<Aj30Q<0X_FF7dmb`q>CyFbTyh0R1P6K2z4lNGT7V#IrC>M0PHx??(`{cXr+-89
zZB{+zy;KY|r2B(K)93QkEX7F0+1(#*GRR|B$JW<eIABEfd@F91n2?XyJb35D42@Xm
zNGu+;W^!03TsAxA+{#+c<Ugl+l|Em=7EU*cNr}w|ti83*h!dmmM}e+nbwR<jmD*?=
z07=lGV%fl35vG$|#d#%P?J2S%+|(KT0@LA+i9sE}50bf;=>1cQusu?{36yy?Q2vPw
zySD_Llo*`%uE-ocCdKeWlIQML*&;jXhSzRfXS-kqvm0GyM-+*%EVFl93s6hy;$v-~
zkQdX2w`ek{lHFMk-(v~%EYQ|l0kRYMH+^!jppkex)(ah3V;GCdmY|Kd^yoU~Da?Ij
zu8`h`s^8V$wmdvQgdt8^&CIwGDCKjxALCunU@73Ob}$$L<xt9pFTMLSNUUVYeCLMX
zK!>jzRCUd(yopAs=E6J9#Mau?L@MT`DndA$$9eqrHk7u!R>bW2o}^!FldT)0WEs2+
z1;<gLAwn`TvW5cnKK4eA$6KWhZ1o0Y+CrDuUtfw@^w8j{z?Ccbgxi(E`!P#esu2e%
zfT3H!UvDVU079R`pZBqz%jJjFJay9bf>+_TnPMVn@$GEHp3+{RecZ|FqM4~CSzYq1
zq-)kA<I4l(&8}bB7{>KlZ*#9ZC3Z~f@%8X)cpN~Fy_*?<cOQm1cGUwC7I=NCL(V|n
zfDfqxSe{9Ek%W9o6z_2}UT0~DwG&<xjqlva6XF3m>DG=NYBDgnT2rw)@5K4FG~)=H
zB<H7JR5TC|PQ34R;pW6DG)kZ8QmwsoL#&nfjI78;A8c-{jT7<6lCq*@`l|3h4hnXm
zbIk0#ZeWCosBQW}F#53EZ!ucn5Et0I2l@jPNNr&bcxfJ19#CK)^^s<QZMi=5fj+*S
z8O>!5-zeC-6;&NSXO{<sljyP4)<riBHUMk7dzK45{jOE&u(Uf{FEhEl8g5K7(AiA@
zynrV*QOZgkFj9<6BKn#Lnt4U3GW<Xn78S+Vt8aNQa7XFY2*VNH-xMRdkM(Y2rPohD
z_N~L3rq>C@ws?;qXZ|ZhW-v@$jGd4)tLILjl)g{QFz)-cAl`cS^~OP2@O~xs0l|kL
zWB#r}R=uFq1%^-xR#=`vX*i;)q`FAnsjU*&GTZ`7w_klopt8z@Mvl#e)bCB{&<4Cw
zKCP$xZ3OI2%XyRD6|S!i#o6iv)3aRHqn{vz62N1|<Qqr9Pt?{&936)42=;)z&E*PI
z#Az4T#LcL=I{2D0>!3tGzd^J<)JLlYVu1tw&ews4G}<zK!>>FpSYy;YVb=Y=9h`~C
z@&*oM<cny$0qW9<4H@<mVXA(E-O_pyqlvJuZD0m?BXlXiBvyZ52yMy#v$ik!1xCtl
zuAv)n7l`sF{>V<JlDEbaL;88_Wgk_GJ~u+dn1copx7uMj?PaMnes9{eeP!*q>jFv_
z4C)2Wl@=H<e51Dh*Cv9ER`3z|cds=C^5t2%WbvK{7B{l$K=1Y~R%sf=$TjKr)aAu~
z9*-;YwLibDVdQia-YwWCf>!BLH@u4REO^W1F{FaMEAA+G-%$miXq$n`Jka_r+6!wI
zqG2Fb7+mkWPCwR6thJPI6*dElMp=&W2NwNha&V8I1(D&rTkb{{5$of6+dVb|3P>AQ
zQ{UN<qI&BNr7vB2umx8IE{e3r$+`YJ3j%1fYj&}y2!m{5In16AweguwNQ~1cqF2~_
zMiQeyI8KNJV`K1vZb-d()luMqfUB3=`qeiEu-4yI6W+yozd+RMmrtCIV$G+zFwzc(
zK&*19V2C#?9beLE1CF-J^9JUJ5PY#vLP4hua5ooR)w^}sqs50`)(72uO63@mG=73Z
zU2!pcZ9Yz|_wEh#nJKZgzBi+zn(>A`Q$_DXj2Qe3)l<)#!9efv4QrUs%ZZ9V>Qj1o
z69OMbPCq1O#RW3`G|wJZ&Sg{)dWwE0SxjN#s6t*}jFs#C@w$ON<P2_l2*fF<hm`S)
z<K5BcSw0IG<(PU>!39twL|*27`UqI<SxPF%`;PZLvV>yx>unDj77nV^uWXWW-O1DP
z9T$L^XHC0VNf}c3mbEq34g`-f@a|oF2xUc2P`GQ)%d$YHHS-_u@L(q=CYh*0%i;`g
z`<u1KIRYqM%Up&=jl{Eck+O@0lOy*niNMAKdTq<Y&Gx&oi&_^0;F#OiRgtLgs0tN`
zlUGgKVr`M;?il_$7<K^iEiQVKtc9H^Uj@B>fi(9T^UNj$6$T<<VX5|oJ}c0xlo+hW
z4Q&t6RMA3#hP;k1m&IGlW2&M(wB6^K0NI%N05`q=5FgDxAlA{y3RA?p08Z**=weMS
zx4M`kgkQ>(nUMBj4c-2hXcbfN1N}M!DT!HDeQ*|my}OGtMRjB0XW$Ear`HloTihYd
zzWFD-gj3ju<1?WmHMI7s=!dufr5q$Q;Q2JfP^h@I4F=xvW6JnWtl;mksHVDmgy5}K
zGkPtTI#eXq0|zz|$j&#CL!UT`@TY%)g7hbsqzQllpcZv3aDr<aFuScGNh@=3q2a9d
zL0}bjINuScfmor{nd>NG2w~YA#Of=U=w;VgfEaB!j00$1orm4vBxEKCv|N7OA={kt
zayCnc+j;VM>i47J(CBI7zZt8ointTTzXc4*>6!Qg(HepXCi)kkXQ5!hRmJOC*ER3K
z`wbs58<5bdq0D-^p)9X)i!He(Po(Nm9UPsSsDlr?XId%Nb24TxlyLY0J_@|E53JG-
zLA`^+;Ld=3S^f6xl*igPO(Az<ul2fC<reQav!|LK!^b__Pmf7U032EKHVAq>9=wxv
zA=Ji`Q1D^xEsbhuL0;IdqtS;*bKy6)oUVfHBV=F3q8So0z-m%EWjpQGcKtnrkHG#%
zEWEl<h%VtYPaUV^bm3J~NCScSsz0giqPOIDTmsXH6QHC=lHv5~Zb(=8=fZM+q#+hD
z-e4+<%7lY^ieBf9OKhTX&mB<87VAXs$B>?>QkK=J7k`Br7-vdmoL#g0Lq)`Y`>Rwi
zsKU4Ia1MW#c&!@BP^{g*nDm1Xe9#?ny1a(=y#MZ@ic^!0wn+Kq&pEw6K|IDftWko-
zGpU43S)X9+i8EePr4&o=sm(T$RVBb=7<D_#F*q=}{f&w${ju2@L#B-US{i=gHqPqC
zy4m=$nG8Exvw@DoJeZGQLb_rkn`(h8ZM+HS2fFx93nV545Gu2#i#~jXRnSc|oC=m@
z=sC2R)VF1%X9LGqR4w2n3Xbvp=GADZW|&##TE3K;z8=4v({f6C<BVL<D7{P-<f|%}
z2Q`c`bVg~;Pxo6W6g7qNL~@qIMa;>PLTlBA8USDX{owZLrchz0j<jLybB{R*_RMa1
z*(Pux%7U4g^3L?NlB#_6zHRJ$Yokgu0u&woB?^AYn&P3Z*P7Ty=ua}6IF-w(7=m!Y
zFo+!_=Q|!w1$^E}CnShR&|s-|wxX$99E(bWmKbP1-f95RI{e#g!02NR;Z>ZS5MB!k
zERC8NRk1NUn==z~8}l@d4Ldbm-d^jQpjIh4aM(OInGI$$-nT$aA-v3T$(Z^0QWi8&
z`-94Dg%+Lq98IAn@KY+};;ZcG4w&z)s8=dj9i&&Id<vUs;>Joplc2ysqT;>vH{l!c
z^>+{L1Y5yWrL9pkvu(is;7>i;0b_72x#rk^3XnNCGEM*-Gjo!VH4R5tVyM2p_4U*x
zQQ|xT|LmRg+Yi4@WOObV{d<4LDagkwH5H^Faw}<RNEE)d(DL>rH+~raJs!Nc>bVwV
z97P0n^t3ske%4F5Q3gT5ri_`w?z*0ML1-a-&o?H7d<N;zxvNXHtdvBC@Mu*0hR;!h
z_JMd9?bVG8E#C%+Vu_dUrO?_VSrXw7KsCDQdmg%Rk|<LM_bW${Xtk0}9!CXIz=oL5
z`&NCnK<Jir{x>^W!<s6v#Z{2y;ZtQk&yS#3izv4NvkL9C9ol&kGMZ!TG^7HJb^-nu
zc&Q%pc67Dx)RY?Unq}y+oS-Wh*z;-TPiH*jEv(e}OEsZEo(?29@{6C}ZVjGp^i*pe
z^^L0wWbhFz#ed$>z0!m3zriM0f-?4v8XoX;<mn3rFf~fjki_>3uW(;f1W+VfNLOn#
zwBp-A>=vw1z>go98u=pF0~t5*aA@W{AS~!^F5HATR*<K<xlZ0f?(_0thM>4z8{qe@
z-!!d|hQr9tj68&!JzB)e2V+)-rUNv`S>aGRyqTEyz`<MK=6Xf&{fN?83)_|#0p#n$
z6y#$g!|O0AseI*gIs-7~!hFnflX?}2wRh^HGEHOGLz#Y_(C>hkYe1<#k5Q3l-YP(H
zKF7Yf5J`t@+~xcg3kiv2WEA=ZA%j8elH>hBM7<C5uhJwXin)Y!&5y-Kun&?k-Dh*(
z6(Qx`>7~)XsiS@)(Lu;j!G_FT^jzo9SnY$vEX(<<N=y`cl}>;K&#@9z?=X<wBmaQ(
zt{M62o^2pmnzHnbP!ok&n~k!E^K0#yba;EqwFJwUo!&<+F=Im=^vEU<AC|Tt&PHj}
z=~r`YGTM)V%B)DBe9lD6l!7(Nn({}<xT@J4oEG2?QKgv$)6Q&stp`tmcW!uPy=rA<
z(2k=Mg-@F=R0Czl8|dv^*{QiOvk+#(wK8{+5&vpJ2KTYe1{Ik98L<*1Dvg+{7&T1D
znM2k1c?3Hd?j^Cqbb&z}>-qZ_(t=i4B_!gEpURJ!aA*igEJ!p9j)SZmyf*q8Y`^LQ
zuOs7aTJO3(RG^2kD6u$JBi45WvW!9&W;l>a{-Y`ponoJC2s`?LJXAB1$qfKU*>spv
zO0UA_7L3bx8=<+-yNx9|lD)Ti;W?a{z64mdSe_$=8mS?UeQoONc_={QmOlOBfI*eG
zF{!$;Y(f<DY})f68{?$3nd8(Y<-fnGAlO>qBVK7I2sw42ikGuU#)Su?msTMhY2|BV
zE)i)u5$g>&?<_U%Q#=Hq(rtEj0AR8fjSX(qaG5t{=RNDY$d5XQZ;s@Rafc=8@{`1@
zy2g#;RTHZx|K7cayE1o^UsLcMvcgHCRfH_p&8QCHcd)?P&7ep3tOtACFdKjqVKNdJ
zY#^H9m&^oEIMXqq_>{44#I4BKjR^0nMyl)SOcC!#HlZnX01A1suSt#NpmMB{gsU@o
zX4CoY2c@S(RB0f`6I%1I8;B&gkXIMW);h0r$g|7KoBJdNq>E)}sZrsXvBipVRE^}&
zvYV;JoO*ANKtC+u3blPo9#@vga!IS#m#==JjIaT4KYq@>V9if_wM*d%p$7W}Hh5_Q
z&39B1QT9{2e$a}&6An-ir7-wyiy&AY=f5WsPe*ZBifPFm;K**bj;czXAu~~WX~El{
zPx>y`Wtz%FfSE4LZ1NoLBPEL?(Dn%aIeeApR4tqoQ#J+TX14}^ljL5p8^{txt*Rl|
zI#QI?4efDX83Bhc9&2Jr^G7{_aQSpVUfSE8R<%%0T%Xy7+i1cPsO(}xRRl6fY2-Qo
zFt+#Q3cKd+K$T`?mb5Y?IR06#sT$3Mv`InUseEJ<JNYmQtMrO9Jvxlk0TK2WwVJbq
z=}vB*qz$lB?<eS33)Gy>l)fHjW0ZYY=|d9_G=3e*e0(nK@tZp-!Y6Y&db16V!8Mri
zD`sFf8m5Zv@cvM1squS8#GK&mG!ll_3rUXc<fNJhOvNDPFdYEAiSK|prO$n+Y#pb~
zt8XRPZ>sqKdZE0c`hHX;z_kyVe(mEArMfcLnAo!-^2Y-!VMwM=ZcCxlH*8RmWs1;y
zPKqO1SZmrY7_;lEOc9HrO91YJ0q>F>pt%?DEFnScSCOk)r!E7rv)ltsn$W8+?X?v7
zY7KRgFe?-1=t3BB@(patp%B{7?f?(dpp6OzyR#DoRz0QIK*E&y+6t4f{~K5Y<8z~$
zVsn-Q)Z5L=1ZbA5RTR5674S-WsaZ<A`%3dy9C*cfNT*(4Hu{@vqe$~Syr8kvfoa0g
z&~MlhemlvcKlaL5<s$Wf!+eOF(svoG1`V0@vTx-j7Cb9aQV{BlQEL#BRku09+p)_^
zP-K*yD2<mQ;1J3vt@MXN;|CC5$Ule=f#=$57--7*WAuD&M6CH7a2`VLY~Nz}yc5F~
z@C3=HUwN71tm3!xYC!1ENyGIwFQ`VKjSMm2tn1I&QqhW&9WZ_DweOG;*ZcPg$(*L|
zTE_$SExekrR-#)`Q$X6`0nkuU+lDe8T(u|@I2um#4aT4<_>59XPPW}rsfO_UAq^fr
z8;K5l<W;?@Qrn*CKjEe{ki0KOZ@BZCsg_LN2U@suFuf&Twg*Z_@<yt*pPy_o1mZ+C
z5*razPPAjQCgfm0y6*3|ArELJ^!WN#6dGR>Bs!7d!2r@x<2(eeZoOaLJ3EI9R))Yv
z3tPoBQ@;-2aBZVsf2!Na$y?&K7h{4IDl}An-KCr{id#LU{mlFFrQzjS$%5_3PbDyd
zU?;ZzW)0b5N)x{b_#D@KHy~tKw})l<0lzwb3*Ri6^+#ZC0?P_{*>lsM=g--C`zuaM
z5P|s9WqP;YMT`;Lk{i``=^nT1dF@yG#VN|Ju*W}Zut7%NkA){+rv1mf#;ORl+>I>~
z;}G=8@TfAapci8=3Dc$E*U^6BQ|c_@(iG|o!2zHkA3w+&>D&+nd!BmcYQg6Ow_qw5
zC&;_(t>bQx*Y`NQ_q#bFreXm3Rj+kydgXlVO3-b1KSG0jMeD`fCiI13^dahz+MGbm
z6!j;_1idM5v_Mat#X!wi_-L{;#p5_mpnG+GA;kAukbt%NVmhXZm^Mlno~|oOumZ`B
zS6gONOCrzj6NR)$_Dsaw`?&7$cEAY`l)!7e5x{<|777JE=GlqxgFz&k_`3)5W+ksc
zo`Dh0k3i_*zy$z3%WdDkSV~ZI1HQ2Gw?Os{G#)>0TKkWj0s%IrK?josbdzflJ2Ya?
z5Pe~v(zAV8TG?uxM7M>|Ga}*5=-=>Lob8Nb3FVj^U5vZp!U^QU!6;;3(atyrR;gr=
zC=2r&0iZvBwv>CNEe4~JbKtragxuI--^B#%O+?8ynD~z0Wct>JehfW$^;e`GKiEaX
zLEe>FOBjuvk4TWpl@O?ePRvOds~JCq1|SGAde3TJy(jy|Bqa-A9)LY+aspcVg_y{{
z9`G&{tvXJ~h_d~7u<vG-<?NPiwLSczrPrru*HUt@<yZWInYvy=jzt!XhYP2&CHjs3
zFA`IK-H*d(HiX802TYX@Dh?Nv=Mg-bDMG|n+YSJPOEDgCX-E?!c~5{rSsK>Wkmr&K
z;`GyOi2{$Zzfe=)oyfyBrnY{!4nkJZsc1+=-Wb$g>`SS;u2JKRRTQu$`bYz@tQ1^<
zV%g1#363QGtgzEsO>C5sz-kJ6()gjGmkjxeSgGFr`$^AAxYk;5q|uB5P?#XRXVGSX
zu$+Bfjl4yge;dd60ZV+cyA+Ctm<Gb3tee&rY;;>Ag@x&OQa-@n<;3w0qDZyE6sF*;
z8^yRC7U(@^ueje-iNCliOQTwpNz-L$lxW_y{;Pa7U`_X{X1?CuPEQA=bob3sl=ZPF
zb|R=D_vo{>Awb!CPHQx^e>?h~Ti#V<JHp~@><|7MY~xcUMe*-Y6uW@Y0km>LfR}@J
zBV<xwya;nSUz!;3@KK3CBc!4Pc4xYlbOVn}>4V0IsD4P-W<RD#Z1U9HHw}NxioU?d
zhucEaD)><rU*B{#qmADyn|aHhEKlAQZ3=~MWmSCIyJ-nph#Op7jcO4(2Rg5WE=Q;p
zUwMtY-Dpcm3ON=dy|@auso<LIrTz&E<hsuc-YTa@@r*XhQ!g~nkze7^AUEa+%K=1c
za?yd_Rw!zi<*Szz67?mx*2#iTx4RvVm!y!%Kvxayh5;Tj4U*mRh?icD3VqX+o!`Wt
ze$`uye}&fpyoRV|ZqDA_6<dzxM1!Tc`vk1mrY*Owdpz_6n)&5^lykG|Q8(W<cV?~{
zQd?>?aH|oO<BI7z<&N+zCsH<vf*-y*Zn!^(poXpXNpDwi>K}=(>BM1WbW9SyjmZk*
z!i5HUPTiekQ-cLZGatNBf9cknkMhGhaMk8!QArvU%yw`wv?M7(G%&+_oO_e!E41yf
zw{%D=MC+5!M6nNC>=r76Y&xYu?^1@?ST@_54U1RlRuZCA4`)6fx#1*_l5*`Qv1loJ
z7O|<qm3MWOBsPb7(AE@Cs)YvZ?q{%B#XFTA;;J<^Csdsh%^Ep7wO$7>rUN~_6L|6S
zEl7JqQ;$G*^o+)@8Z&HZ<*o!la{nu}Xs99vnC_e=RU;;pT(V$^zMi1#(7%TkvxtPp
zroX4CSB+t3axn(!yHpv5?U5o<&$T2yVR={IN&bCjUqF1}qOg4NtL?a&;gkk)XpNK!
zwbCil=+m)H$?i<?udAShzvqEz>n<K9981Kx;Kx7NVVTiPW9X`V1NvLP=>oA)KILrQ
zI2mAO%NK&o)QKt?5*Ikj1BMeB;mahJmNlH!s2afXrcC6~2G<>nkCy9D63IBA?H3;)
zz!IMO`umowS$ZiH`4vMSI^Wtf(cb-65&;ipsSHkw=wBwNp<?`3Tuk=Rx?FM{fFR+`
z2%y@_C#;ymJRHY0nJtzpDdo(43xbG?bYC%8eByN3kvt$53GiD+c1RF@2Lt~_qw#fJ
z$CQ!+5f{QPPA&nrL~>71PmuCI@Gy6zV^mJ~wih#aiBK!$m(<ZDb%0anHNMIW)Y_-#
zM_M>f$ONBJqc!$+1ep&*i(gnW{~TZFPqhtK;NKVdRxQEJ#=S7nwSYj_va7M{SMp3g
zp}v2EgRUbm2Z&P(s@Q3TnD~kcmyuxv7E^G#;2}Hl)F}W$9399j^=e~2QoB|S>Hdy~
z3Ig7X;zhdR^5WTdkMkXW{Jp6nc7Pk_D^=vyb=G#wAPxnI1G|lgIE((>BSn?el`*M2
zIpm|v>EtMBaSkS<q%N;S03|ITR7?z515Vk?3FsB<{Xkd@3YcN~T%g5n)uDwn_#XHa
zs{iV;gM#Gl>iKKHvl|%&c)V+Y0t-yE`Ou;ncNykX3grXCS@umvD1q%}_g~u$p|Tx(
z9449ITe%~EVj8869WArDsEb2#yUJ)4TN&-x0`%x~7ua)d!Y4qfS@>qWUXC%-p-ciM
z;}`ewQ3g9ep>j5)Rl;P{g!#J55%>5REa{{x0$-vMOV9<u9^)Z)ytID?G&|qCLLw=;
zkW)|UfsF9T91e-ecP|?HVh1(3_DRw21Fa69-%`uO?_vMb00mf|Ck467k^TJ-ed(Y<
zi<A9CZb-&m(g+J2-cS&CbITD%XJeu5f87UGo#n1j!}aAj8)D+G#vjTX>Q}!u^UIL7
ze;xu(dn2d7JR!!Gld*k|1fiSr(o=oo|KA6dsiDjdKNqKzP4n%~Svy-o$E<rGoRzFg
zIj+y;-;NXyL5y(<7Sm_*=3ERQIsZ{vVb%v=gAtH!J&JJ`{@FY&kjJ>2m>F;a-(|H&
z%Y?(I)cz;%?v^>7HUw4qL~4T+SP%`3Q<I%B)Lr^7o_EQgMfImlYGPiqEy!5qxF96`
zYTd;^_C9S|Y<+xDGyshjaO_3`n08YDnZ4qzlTPyY(c6vE1m5YkYHv0I4=yJE+3zB(
zMZ3Co@p5Ev7YN#c-D@AGk+M({(I}sas^<Gawg5Hpl_T-w7nb<=vMt=QZ)koh;HCk}
zsrbOQ=_L_ZacEgbdH_!6JU`!m^#|AjUBPgFI|M#0RDM`<4Y%j?E|b{sgD91fu{bOy
zk@n&S^%DwAg!a91y`+<x#>?zGJY;~@F$oTsj61dNs~_CgkwfX5X|bSY77@z%qKKVw
zyRV{No{>`z{rDg+r4<qB4K!aBki&i^mDlPU`3Q#++*20X_>;zFyDtnE`oo9GTlDCg
zNwb75XNXeW@nCitb}*odIzM`Jn;q%NSqDbwI2&I50o0)r-_bta0f4^7MlKpX0eh`T
zCIOI?s=u+vwC6M-X=(t9_Rfa;C(8}l4@XPK(y;{4iGKiPH4*AB&X&InaTFD-{afg0
zMhQ0rmf!w2%T_5$yxSgsPFofshD{VmqP3QC3V(o<p(Mx)$h**i)?r(reHD`foK8~E
zRwMVUv%>3#AlQFj26?bfHF|$e_K3|Exl$Y{;P^Z`xqU5(Bm(Znje@C?Mb7)TBgmh|
zm}-h??fG)<Fbd$!d`^c>R71Ig`AOW)*1nUD$y0mAYc9JY9RunSl!<aI6(~qpZD(3~
zy?KHS5x;0OUE?6Wp7X3-eS7EQ&1&QYkPn)%$;*_BHl$A~V1OKLDc=;MlOX-)vZh1a
z@Vos|Rzq%8V@LgarEK_>slhIxl~dgQU3(mhz^`9G8yLSaRLDHi@7wF+#b3bSk*6WP
zuAtO}^927Bvs~flq_q)~VN%blu9hD`;^)=vXVIi0$~NQxY6%xpr3V|d%K7gKvK?`M
zV>YkN$9C8kbh6RUfdUf`uZDwTh3?#s7wY`-Z}7K-3|yZc?rgA;tk#=L7T<A2<CDQ-
z!2Rp`XoAtvWjmNsR5R)=<ok!krV`6OmN+KxbF9jz`yUkM+|YS`m!nHR1Y1aSR4z$9
zmMB&B9$Y%$*o?aLaq$8kcFFgr<jr^^H7B}f@_=7Hv7Pv7OZ2}lfBy5M%aR0i;(_af
z>7bo*nLdNxhld)o8)t(<IE3G}fc)15>JBsD9M;M8X1J~)R_M(}nKzcJ2gZi|4<zB+
ztq{u3$dP<_LDtkoKhONLA~fYjq=8l{znSbPKK9*`ja!?b0|n~t`N!lsYiQ6g0gfXq
zBFukX@{>X7>8!e|-7Vh{B&&UB)?A+1?}i$8icQR-L;yi17N>|d=_8Pc4Ke329v3D;
z!r1(_?~iMS6(fp?cx-VC?)%A~*pcg+Ba8xaKD@zRnV^i*?fZdrw%kBpBf-Xy<}nzJ
zxB2|^+oGFNW}`?fG$4M+CLO?zWra(AKr8=?PWDCFjmE~i1T{}I8YEPf?bv3cj!N~X
z1jzZUj;R(DQqisp<dv|6fgdvsi4pa<R?gzK0rEmie@Vl~FMuN_fGXoY>?0W)5)ugh
zd)@!@CrfWoI{u`Q|GdS;u{<#lvBdkHuc{T8G>LfAZbjvJH=(H!0eK?j(sZJMZ_lpK
z@3mJ=X~6!i>r6M+iGyg5tb_M3Dy{o)*$!;PQHk_GVfnZeJ5~;B#8~4?HcDmJj5IMe
z#t}G?w9<LpFc7GZ7!+Eh$dmMr4wJZ{t)h&`B$I!f7EAVPnBb+x8c!tkIRp|7xj{CY
zYV>jOPzdWNR(}X@;j)kORuH1N2n1VP`1+fQ$+?mdQBOxbmDhj2Di}oFVA!cCU*kJk
zp$T`JJz%l09hy*Y-FSUm``Rd8Vgl%HV&R024k6Y)6l-~c-j~36t`gNxCtRub3bD!^
zeNQdxO#X=^6=5-jhCq+|Wzbrn;i5bZU8&gRNpzU*#5O=Uq<jeXeNra+R*aLw%oS|(
zc%%(-#F`O#@)~sfgag|5dt*n475nH+i-xH{oDoA$@@fZ1`Ma{<g{0>c%zGsrR0`#M
zVSjGm_!*1dLjF(0zr?;ZGRA}V*`oqmTcDlX6l8F4*YF-`in>Uq7>_Y3&Wr;a36|6h
z=a&u%_h?lAR9G${5`S8bo)gBXbtqDAwo}*L^AfqGgJk|bKtG9;3p?UOc|TkXw+G!?
z99{g#f70ydlEuqWoB>vmk&qmFKBNRlS_r*Ol~vtSMl@({K*ELrcNYFqvmwctHtW=d
zFc~VYZ$kea>i_(inh86#&S$mlZDnC-wNln<RZVE9mMoX{)qwre2xSBmsoJV?sk?;a
zBP{V-qKu$Kp7>)q@Rl%OrivzamXMOY<{c`DFLVdYkGIynP|V~EYc#r_P3IO2(d-=s
zk#>|>)AssJri)iicLSi0Rs!Sx1tand9B(Hw&lc_$tH5Sxzkf+&|NByK-pbsZ%<&zP
z)5pwnsc$`!3$G!X<Ev5yr00|Ai0{g?;=my;*Lncz1SET6BcLZ$HOcS4H+*@-5yaEp
z0^;Zo-^nO%BY?D)Izg~cY~Q*Vsc-|x3pc&@N#jPN=7ZDfTtj~P{T>d`A)_2!93d>W
z+}$I{_%*HYK_d`tenUob>OwS>eNnY<Af%I`F@#PrW4hhbNv9LY8?ob3BzSarlZdL^
zg*N&PJA<n9hD5#p>*M$M3<im8xGnnAd+fIT9w-{rN(kNbO!l^2OKGb*Nb!-hX$RcQ
z7)6JnVG$U7$pdap8Xb`opIn3Qa`+F34OEi10B;jd``WM!KyYtlR;}B_D3?dP6TA&*
zs4+TIZIG^NOM6OTM+^ao-D1z`kq#w#Ti}_=**dW6d5CFjcr5h)#*oUo`|yclME3DP
zKTwmv*;c4N`27AW4X=k8<GW5E1E$SE&kJTriZja%uPRtF*r#`XhnX>zAEFR--w79k
z@{Ze>QN~mlpz4AH7OM?VX_TJ;)$uh9gw*Fv^o6T4i@K-v+vCax3W5{?Rue#r!yEMV
ztacsGEqxEOqNElYggDx<su?WupA3n@xuEIo`5yttOqbhd*L8oLe}zV$;p@`RlQD5T
zoWoMkbR5EOET@oP1kuR79)%+*Jajix$ST2ifOgq%H<JDnMqQ}uF)aZqziAOd|1AzW
z>M0JV8(7gv*s&n+j^^9ID8A3|oc+5ibxs)}veI1VK4h8!T#<l9BFy(b#YndKM%HA2
zM3e(I1JiiJp}&{>E!KaoX<ZU8o1d2v(r9&y(<53cf)As5WhE~kEefsUWV2hOASoY}
zj-yU_q;8n(*z&fe`w<=QW1j*0l#4<r7MXx2&nJvCrn!9S+EAzV(`KY?+IpRE5r7Ba
zamb>N)7<ey0=*J>R)~t7P}B*fdga$2a_!|A-RN^|3v(v~0dcYZ<OGIc2?u(&Xu<vW
z0orpv8brW5r21f%AT;zw_GP8O%eB#wm?SX-9AKA(7O+wwrQNb-?CWceLQm6nSOiah
zA)(O%#bH;f)ag>!ysE<MOB#I@%s8IGVa82FHX;fYe;<cXnj{|@AAI+~M(Z}W`xA~8
zAD-em$8AzA`Ml!}oUKj;TC~1hsxy<~rw_b?0yk;>uZZpO8Hes20y0_3ugUp2&Wr>&
z0~jB1;i?}@ew8mJKHLtA#0QK3c$W**;TDTc<)Z%G7#OVQF-OZ3&$@1z?J$%;t|ENr
zHl5y<$IXtJ>$-zOW8*h)Dc*x2aN-QuzXCkSXvW0z(y*{}L3;^boaW^rLk7LvWI9R`
z5n=NCYW;7iG5fXs7}Pl$A5AFauZ{k!EVix#gU6j;-mLI~ZlA;d3eOQ}+}hsgK#4p5
zomcr#v>wL`=uD9eg}#Kr=N}3L<TBt-0M(rezz%T?lk`{F@#HoF(#=<HF@k*_CAwdx
z@+Fd?tf~17)BWaZj6}#dXw{U6cM8V(1p8R1SD1BH`~XzFMlvgl=YGHLu{se~`SfB8
z-7%x}F<pk=NPh3T+kSL0X+iaJ`99mHJJe!%I77If_9$NWhh=Xjf#axRrao%Uy6X4>
zD481{r*Wu~{byCatj}p~jKH*f-!uM`iUJlkHmPOey-XUYpu7C1D|+)ur|!q*Kir=%
z92p<XZx{5O1{YAdF`P^`ziyNxhT&^YQ{GN}dTKxz60|A4Yy&3l8r6-s#>j5!*?MQ~
zmkfj&$DS8|jzrq)cSYc$8^s5-*PC%ksba;Ywg!I{YCw-m(B%sk@V_tCe~P3YqdO7e
z|AQs}eb6+r{>@UC+APpg5&wfU|NUK{xBhR%MFC#~m+`+gh=0hG0{4Fi&IJ~;0>S_H
zy9)nw78%sveo_73FzDs0s`0;+akC>K?9U)rrQII8n$DroKqX%TFSY-*BK|4wRqw~5
z3}TX4r^9BnJpwFy$FgPiBfus*^0`J%zr`2;q4J$cQSSfGt@r)&+4|(r;mn-_e=q=J
zG$OLG%k~l|o`9Os41`BsxhlN_03B+|_jz1a@qFS)_ArRj@g$=*;lL2h=fzM@o-;f^
zz>Pvb$<6vqx3>l_EU&bsUSx!A`(=g%;|>ucHRvC53brW-fejJx$+`VL<sTms`(mWh
zYQ^nKoz9N6#$((A#eYRO>M>;FLQ5kojWg__flZ(1Wy&nL#v1{vh`^7N%h(EVB3Y23
zw(hXq*DnfuW%}nHMB!TNnZmaH%^Wnn$0E3N!%vUbfPc5=P%I(pYgT)VA4gAVtg5K)
z`*I`f&ISMTu&WFi3jP2aAL_^L-@tgG!}@VnJAU|(7aCdMthESt8?Y1Fx!ccASn)ny
z7;kmiWl)H*T@k#RmN4FWvD~`)p|Vds?dl+xH37t!1fD&xMOL+{4t_Wyf4&|5^6U?A
z*1$T2492`}(KkAPA*b~c_P@V+DHvTE^u2`kS?g{*KF;Tlak|#uhscpINEo93c~H@P
z=No7kSEsA#L11dY#{@vOS=d#L31puhE)oK+if~PU-<8epW{Dd2*@oGFH;zw|Gggs}
zMH#t&=EjOg>`RQ7wKhN^Ta0U={E!$}!8JLW`$lW-jv%LK_97Nw5ZOzVF!aBkkIk?M
zm^%VKnJ)mz6kcz&H~vi1i#9qc(Yk_a7iCHPo`kpp)Xj(fshh`LicY<l4gzf5`HQvi
z(R_to67dO+)W#r|_p}&dQ=_d?>>X}|c<#qpxw`Y&joAR5S3#ES?6%6APd6>tc5Y1F
zuo!Q*06!0AmJ7o^$+z7<lm(g=6pQs*9M2zsbl@7loEGNgEvD3b2NT(vypVA9=27Q4
z*VymEK1LXLu3rO01EaUW#~@t>{s>s_AXtlk(Nxmj1!XGv!m(^XdZ`~%4^u*M@G@KX
z8JI)p72^!h>0LmMyCGwNWDZkr+#6iXI^1aUgW>fU4vWbT1pb?0;TsMlgrS!dkN_0{
zOnnYWYSNtpPUs(jzi1=m?H31$b4-O@;&Z+ln@m#TU53lb2a^08U^+|V`)39<)cpIo
zvaexF^%(x&t)}uqA*;3(RZqaNk(PKTuU@ejj8F3y(YXE-?EGA4Gg(7H0FfV^^b>G#
zllP@Y;E<1@&;Rt~y@lUwG}{<FB?wWJ{|)#(#yMEqz%#Rx#389&%LID@94@n7vtpEq
zV{kCaz$QTX5$PzuEVO*U>#8F09w^>2*gS=Kj{!=c35|f05iei|9RGmArd6K~$6x;2
z1{pRpu*b@007&mV*}OxG27dZ$=JljKG4x7zDa`e~(6zs^CV`W3P+x2G_hE|<OKO=A
zqCAktg#A+){ftv3^3l-mVlY-<sm>+hwq?V|?&0?086xr=@&+xh3#bM^AF6!P?Q=Kr
zND<rM>%LQR@<&dlhv|0RxkDuPo1T{nngsGu)O3AUWYo1(*#i+^=wN3Flgd`=8;yd8
z7nd!rDZv!!&(@?^=&zV;T;vI!02`ku=PoT?wg(76Rso}3Ve=8uiS{m2ekKED#UE{Z
zZyx<G_eKHBz&pMBA~^aN+Zi=@VyBL}*PvI>QJq_N0J$piol!fv&H7rG0ht(<FbI}q
z;GfM^^-CM?H-NdVN8^4eYtXR~_z2&Ps?@{z9hRh18GXirStqw791Gv??Nq%5_64dB
zAA&<?9&Z7AG1?La`n(8NP<JgSj>NTfnZDO{m@3Aqg1{Q;szs5}3lZP66`te1@If6L
zATz6o4J$tZwY-zni2`VJ?vV{(tK!<heM0gUc;!qfq51gbZYu<{YbTmXS?F4my~9};
zJnN5AwnkfE=a<TWy(yQ;{cS8$Pw^swOh~tU_o$*qS(t?;)Zsf@$9Zs9TS){0i`4nc
zv9!1Um-dA06Poe{!!kG(AiufU!$yf(7A-F2yc!tt;Z1|#jKCoE0l>*Pwc<2iaJlmS
zs1I~#5RMr?k|W$`NQyVN?Ht3G?nW=egHOOuC54ajs<*HL+OTFFXa)E7VKQG)7BF|i
zH}MY&yijKykjZ6^>>EuYgden(9>7-u8^6n)yK)v*w5#>Kfjqh1FOWn>nb54r#om;`
z0lA7LO$zWBLi0)8C0Hs4=@020St5AUB_!9Ly-a5|0W$Yrd2~7SE6DUYq9n}IX}zuJ
z+_eKyUE~CYcHQp4jf(%@H@c7u>sP{&Oh+y7r=eCq!m+I5XAmM8lywjy@A}6dPX5Pw
zOE>@yqc?y-05)4>g{C@X{NV1(&o!;ZJI}qC0R^&#WZ%8I9;BTBwlbtZk159IOR%X0
z^Hi12Y#z6bdOOX!`=Y^YwCX8voW7!}Ev3HNnl-L&J7WB0XoEdj<h}rxeAx|?I`S?{
zu|Mc1!_AKoT7KeJ8B?5A^dv=*fOQ8AM2y>++YRa&n27U1-r#ofclB>I9J+=WnJj$z
z<u|KlWaUxUs)a$BW(irJViXN|PlwL^VldDrtc<<PwnSh5Q*Un<HPLHC`Z@slY`L}M
zb6oZ7`#xC>SUMalN-4fjM8s*M<I>sq=46@E)ODjo0gnlTt?RasIQY{*BsR`>X9p9s
z-4MXkNinOQMHdQr?<${j*IQH7m^qST=zNc*N*2v=n7b{7BO5>1I_sL$AXD7W|L$k{
zaHX~I<JFHsej`RmRj2Row3}Gz%*in`zwv_^Q}LXJa5K3q?^PaQc^j*arxPoYqF`%X
zzV(k9MA|m?17ehnEaF`KcdXtQg52iZ#je0D?df@GZ;7V=L(jJ>Ch1jE7_&&Db5m)y
zG)qWr#jqf9Sy%^oF!U=+N^eu9p%4nx%Z#}%nM4ed(K<;nD?SihstnodBN4&dTYv6!
zN}Rxy2wt{wuhMI&-t!6om}lJ3A{2JNIo4yHF?!B1vQyxP;Rfas1TQ1ApMlilX58pW
z9ZO)ZPI%CMyeW|84@{tyV>!&@G-f~LXD(?08H6J@8a9vbUr_y0IVZg=*bsdD*)y}`
z8yutc!;lo|1+=5wRZ6_bGz6==l!ju)*tyLUU;m{c|10(ul3+Q_jZ>vT#UH8mKQvf!
z98j!IVa<G`T78hKZO1?uqLN{bT5*`%cpp`1XiVc%UPqGU5%d1W(DxLc_|D{`!DL(C
zl!sa4Pp%OL{=DJHIN9c2np0lPN)2^$B6DeP;`;+|wo^D1SjKL#I<6B5`Qc4jPGNhu
z$ki9jI>ZkcYIxg%gK(z<>Ugd(>gXj0AI%T~zf3A&*!MGs1{kgYSnV|LB6>}9LE_FM
zj)b3c)E4Gjm|%tOXd^nxAwwRUAJ7L+F5V23X(;~!;8rruGBl|)^e?%*u8}1?%N*(d
zhpe{>tEz3=wkai~8>G8ia?;(6bhm(nq)173H<K>uPU-IMt_cDX6GTG%2Hwy6ul(z7
zI2c^xI_o(0Gym`Ev3UX6MA<NVC<L#VTRVfpEGP{X07Az!it)2pd+qZGV$%H0x$s3K
z=HEsUsO?1eCJj&M@j&Bc0uS@L7s@M-lk4=G@gs*yQJn1kA`|veL-9*jl~+{Zf3<B}
z7!#gqXgMmUy)6r*a|4ldJYH9z3kmOZUOJcXP>)rhBNFxnTigktN`Crsaw6qqTPjA_
zUBsq0wXw3I;<|8Tfg&xCv`njC;h#LP#-s}Xj@~b+4eY?6ir#Iw8O_Tt?Bg3ai2r`6
z#|cuGn3JBox=<x0zblYlzx2UgG{2@h+LR<c&S;V{^bUEjUjrQrO#34{qqZ|mFk`g~
zaG%V*z=y9xjPv$Z$Yhe|fS;<WkuN2l<sh=!sh$7|HI$mGundny!FS-HnS=++Dx&bQ
zN=WuYrgC1kh;7w(@0s>#wO}{AlEf#CH!6L{O&quK{r+Wpyqd=Pq%Y9tUiAW#@K3)P
zk8yP(cx64^Cyq!;Q^oK(OS0o*jWAqTlsNKyfy#|+<LTgQ+|7L5M-b~D^&c}tH4_N#
zMCg~(ECES7D;#WcWEN66Wy5O*3B+)>)`xrE7rm3k#KfJ_NP#bf2I+qe0HI8`a1#P_
z3N&kAI@ay~yg_(VH&c!OP27nyK3lXxa7d{iYJ1JRASH!iC?ypgi(vW2p?^;y@Ed6m
z{7ddk-!#SvmS0SMidJuYkS>T#Cl*r?&&wd^Rcvw<XDLt@<F|+B{P1~WY!69*=GK5G
zsl?k5l*=h<-W<gEo>RbF(SZclJyWLiPP!~x{PhRHEyuGh8U!xpVdH`&i`}^$AWymS
zE<(A^y;69z(G0aM%;3fSldgLb&0n?mgDlp;Z2QYy2trpR33Lou=jSiXFGj>*cF0Vg
zCE~vZUFm=2j!HKbO=SrD%jER_6MX-*W#1nAhh9RA0o`2R%P<V`Ey|U62y0GkQYeHd
z|KRD$HrwG*bSD5la;`eTykLiB0mjxsgCF4&NFt&PL=vlwwxaD3`l3u3(gCUJ8TM3{
zCy%78QP!uD`UC&u)hKT(spPQ(e~KREJ#H*z(<gx|(3L=91RF&&N%@#AntiA;G_Q(g
zV%nSS9H=c29SfG=z(qm_8|y1G*iARG<!&~e8ZN$ty2qA2;k&D6ITtY&UFoX{bTn*C
zf70oOTJeW+HjdE1X+(na_~$3Zq{PI-b@6UHJwAQ^5}ay!R7L|%dX;Pj@^jFy?{)jV
z#_DI)6oKBCy@+~hYz8iKm!MAtSZGI5To~yGnA*u&;{jx|yzg&L_q>B$UAyAS+)N2#
z_k|R#o;2e@NF2?Y*z$!Ag<_QuUJU1tEl!(;*?E2nk$&NC+noLVKp5qp5LiO+RT?mR
zUfUB!)wUS<q^B2B(^MdTvQe|`kk7=)FBVm(l#ECh?r(pOJnfZ|DGY>`;`gp(h*9r&
zFwTp-exr~AVmcney3a$M7&NM_Q4mET9-h*Z&=v&rPul-g+ZC>PphJn}v<3^q6O=|u
z1w6NKBnWKk>cSXjPPRcZX;r?efJ%tT5Hr`Mugtd+Ve<?z59J?klf1~BM|crD3AIH#
z42PqMk|tp%+g!*3B1aBZ*)x3K4AoJ39Zh76$|~ihcQVMCMj!@ys1N3|!^k-SLIeOB
zNpoJ$<*xDP9`#F>B~ccBB2Uq1h4zF>em&!^uI{(;m4>X2Az8*DNUG4j_Q~=`EGSkN
zx6;G~&=%2D6?O-vsdK8BWDg=5SiHBjFf`*DY~baMAbOxNkT?FHI>D%9<d6kPACn|(
z%rl+c4Rw0_ga!on+7ffRoyi3gmw+K2@p}L~CsH?n9i_B3sWX?ZWRdW<yXtiE6uuh3
zG156DL<xg!0Z5r~R}|aUO{7LXKyYD^!;L_OgxL#n!@0U~+m+<HXQSqg)4lo@k%POn
z7N{~KRB#4|m)#RjpYtiv$vmW3$*%h<=3~G|Bi>Y^X=;j)v!Y$nRwl@!TD!x%7)h@f
zI_VnwK3A!S|MG7JGZ6lM%h`igXyXP^je-E#oxy;e&jXS)1^TDQ=eut9Qo<S61KBsY
z7~2(a-Es;x|57)ep#KVrfptmn80-+SHY9x4n~c&r0pl7NhMmPKWM;E>>gLJ_NyBHI
zna$wZIa}e@`In^^boO?M-rO7cD1<}sMuB;E?C5#*PeO%Jj`k^^?*>!>ob^tr-NnD7
z^K}(IQS+?kmV{F=A*5R(PHUQM11q*eQHl08WtJ_2Zr$JDv#dBYOg7?0NYk}RQ$(;T
z&;CvOT|5XS3gx-z{_CgbB<auS@j8_YHiB8YBv#OIK%?PDW9g!(!pyW8et}khLFssy
zj==t62iKlo6i4lT>Kjq+E1`={oQ$s|tCfF{IJTciJ2=<=Yu|nS&vWn^3$tDuy*2lk
z5RAwd$rH!U?acZ5dn*8iOy>{JP+geF+7T~(U(`ENtj<1cT^LL4g}H1|MY<nG7>E_f
zVa-G<F=1?lBd6R&^>$Rzw<TysSsCYp=)-ZLE>53vSMe-mau8aZeJ4W%gtM}gp1G~*
zD``G}p>ewXu^3ZQyZNMdhKZ8ES-`-yv>>p7k^`$w7~rrlYN)HB54yM(wMIGydLcN^
z^HxsnCnbai{DWdTw7Of7!uHoy>qiDZ3u%atlwJ?VlAfx-?3yWNUuD*D?JX$+>m;dn
znR$TW<HC;_ma&FY1so5wX_M!NTpN>n|6dQDFO#qJjkN72f1|>MeB4v|{}Kwn>(bF;
z57F7We4InGo4QvprfcZ)D4rWG!+?Zn4(Lwy-s@JwgLpD_R!(uh``%WVSm_7ih4g+!
zya4c@btxv5Jeq=;8GGKz8s>WMpu8A~1U_6$Wf=&cw~LEm`fU-auyj!P8?fcsm60~4
z3P2BJEVNI11l`Ub5VKKtmJgJF<z-Su36-VNn#3e)5Qtp1URHv<x;F2Vli%cX;>$^i
zsK(5g9FN?DpH_FMI1FNrbfI2w876YOV~977tJY82Lam+|@~;sw1a29X)5@Q0I;|_C
z)!sRMx7@jJZ;8PlyTq9O`(bFVd$9U*>Yp6Ujg_X$1ph|0S-A2*c+P)U8AmF|#?lmQ
z*O0t;`(s4xu6MJL8CM7v)4imbP(Q!qdC}3d_$;+1hPIB`;T<qFmoTiMXHvk5-;KI;
za8mz0@i$d)NDK9Bv0A>1p)e>hAq&5tSd85GjOa&2lT0uqy!AH0OZQG3JY63vb@?+R
zhSqMNipu*v4*xHz9kd3Fd~UiXk1NndIIY7})sn=TFH^Jn9Z)&V;PEjgw+8s)dp-l1
z3UAoiia`;Tu7W07ZZxmSR2(+`cPSx20H;?s*Vb|<y8rGg6nEeY@nxq$!=C@%s{dBk
zCA;1-+#{}MuL+qUblDOeyRUu?kX!@|$ou(v>ndABtP11uvpQ1lj@bVWkh%ef)vwOv
zOQx|I=_7H{`ZC%gyfW2Nib_o738Md}u^3oihJc9fID5in0u_3a-~OZ*4248|<zn?X
zmnu&eC+FT7X{lo_8_hboT02#{K?12b6(pya#EPgBvcrTP?pSM7UnE-Ozf^<i=$%pl
z>p&f|G_p5Zou_+1x4{&uMCI+>0k;XXcW6TCQ$Uw5r1)u-EuLG-m{p{>%<bLI+OsDj
zG0!zS`Zd%qh_`R~>T#jb+*8i*Sx3`lug<Y5;|6}KR!B-s*HV4kY?N%AU3oXdQ*XgO
z$EaPoYSVJB@dYU2D-;_smk=z96}S5SVuP=K%w<e^-`Vv**|sl5A4<Db{Vyk1-Z@qy
z_iD#UwR$d^n2+A3!oGi9p01dCcq5#mXZQ3(*43{2C+5rWHN9$7hP7q7+r&KYNs-m!
z+^(wVA0BGOIU1z5HAPHGa|=tXHUBeq9u{Tes1yqX+6hHM7_kuX@&`0<LkUv3erh6I
z$}5qlmqr?QdKo9e`^}(<oHxz`3YOf0cu;b!rV>-%J8E`Zfa=#zV4!N0;B4rLs;tt=
zqmKh3BAoluv3E}c{#1x}=s9^olcgE`4cJV8P3v!uHkiLssQ-FNSBJFSu?2taP&B#l
z_iTRJlCUdrVj4ly`qB8MI<`ha&K$^`x7=%>=qm<$DdRZ+)=u|G_GXTHa|m3k2BoXn
zp1H3<7hKMp^Zq&fkj0gECtJ%%FYhM3=}eig>XcxTZ_1hIqrdF{>6e>X!e#7t0%vz~
zE*rn^{~X9lS|v~9(x@s?rq7Sooqp~|<C|fkNT=@fCb%Z)%Jt?tfpf9U!dn}utFLtp
zY-)r<3mH5vAFukK$|*j=IY2#5+rcNbEawyYG{Mva>SxlKl4Dx<X#!mY88Pn;A>4K^
zFi|Rn_rapE;AZfb$6vQYcAxUh<<_w2=d8O`J``np8Pf-BotRbH)`R=f@!qf>=zO4b
zw2~@g68PJY(23jY2pya<Yhcc-61)k=QQ;Ra6c<qBMQHDSk?eVDaCfEcM!%=!KN>yi
zeB{~jw%Y9X_wsz2NNcUmx-V#5f)=#yJDMJJeOlgI<}sU~Ug5uQ5?5A<Jv3iehhTEa
zXxhaKoz+U7#k||{K?cUH2|M0O0*mSX6*Ou4SU|^giwR*_qV(nW{ot)Amvs;zcf@H=
zxvp=3J8c8cA<b^p50w*FUj)?s*$YuZxG3O{1fw0uv%HANG!?D0l#!ILa%<aCdTAev
z^{Eesp`7l?x@{{A3gznjaUpzvm#RVljv`|s;(MC+#YWZbImI9^u)gy-|LD*6f+eXT
z%G*4IjX0cT(!;V`?BD4kW;Xg#$8ujjhdB|Aa+En9a~<LPv{}zT0)Crzk^p#oouD&O
zCY|7|qGc#{S8*e4^TFpNi?}yJAJ@<=T&@G|&q&OP#vF-z>mlg7oqTv%pJo)rp~H{K
z4PTA2;J5g(!>I%l*0tY`m{jxh*+LyK$JJ6!c+zDz#suyBVtj1nD)vxi7Vi@N{rw-e
z;@>in_`-6$kJa&hv+JE&WN|ca1j<D)jU-bHfqcIG@e2CV`}`x=CP}FyRd03ebV?hR
zj{N1$ZvQEgGU4?!SUBq(lx+K_7n<%`(CMCL>)zPah))q}5_N5o(3u>h9d{Nudd_0i
z1J!@ievv+nn{~>FZvT3LG3<N~f>X53hU>7BLwT43@^+Oy{a*HaH9M_T$*h)33pb?L
z=i+*Jo7m@+{QS1`Ww`760MA~6l^YsED<W7h7k@OBQy~x#sfVng`M16!M%s8YVW1aL
z?zT9^yzfo-(@GX&Mq}33F6I+?YF%`qKz-7N9<nmzzzQs>5wMGhd8a<~;6Sz#A*$H0
znK9px=8FRLP6n413Z2KSz8TNid}&<fvIR3Hxji4<bN1mF1!^=}6VS?RSu^YJ+RhIn
z8!M9EdWAd8#ruRS%rJ)M((;4+a~0>B9MT_$0<3o`8-OqC^mu=;KsiS+<=WVFly-rx
z*qSh?7_(n5BfA+VYNPQVC51Pp==MOG=dJqj9s-f|9cv(jh-&t&)IJZdZX*d;R?=W0
zd*dQeNNtX9*7}B5x(ET7+k4clhvR-PGe%T|&*_I+9<o{o2Ch!ZBkfBnkk)PIiwSP(
z+XB&@%3EsbMI>){xGdqdRrP8)HYxr4t6&&1LQ5ih3lmoTSdzmhKqXb%qeD~kngiyk
zc7#|+l14uLF+*XhC^C_i=7dFZBvE$zSo9pj5WYm1mJJO1YpMNuq}4D9QuI?-zJEwV
zMrsDe)CX<M2pdi-mHNG{UnT791SUy_UsLbv<8?(62ao(4D(7TJz2Aq!&FEAIqvF?B
z?RE$j+c3l{RyA%Ybw#k8se*1KsAR&<!9<9ztP-_3QP{+vp|8kJEA_@DNV<k#96$j!
zm(c?>lF7ePMxI{&7N0+KhLF#@@f_wU#L}5zQ|i0reX+d0)T~75ISB7a@i!A1F-Go(
zN1cBqRB2;ToFNd@8BScZZD(ml@YXS191|9w(=-11I;coa6Nh(U|HUR7npo#&?Kg<`
zeg@kQ7~82mJ$ZpMEY!~=s%evcvIRh_dJ_biI+BmjldGRQxkzZ@Ho*FliVE;q7vik=
z#JHnxU?U;-;Dd!0#<9yc!}^o~1+<!PR+K&iQN{wa@QSoX5OZ;02M#eFX%L(DoHv3p
z<u7T<Gy#9E22D-#2f;8%)B^+U2l2Ns{q1LRYd{a$mT8#Wzf(j5qd<#{(tjRL@XLY{
zMiUItH9Uf=V6zajyvCkiNurksk^grzz1E*i6?DQ0E=Iy9o}j_Qb~6uPZkA?ex1zfr
zz*H{sOG^Psfk3WS@5-z*9@Elu0oO&%Wmb%=_=OcNZs#m)hj0Nn!De6{7Ds|I0t=P+
zfPwv}ZL9qvQ~o7j;}PD?bMZVu5mFBdCSW(N%s^^=B>=U!Xk+-Hh9KqN8B2s_E*6p9
zZAcVs1WZlN96k9MIaF;z`#Q|Y3wYkWy_pFofrr8&>#mq{=cy@Hae~wts5FOky^#;X
zbmi%GM(z+uIZtQPCvW}@nKQJi=r8)BxlccQ!iVMdzVuc9v8qoU2WY*B!PBozACfP~
zzDRMij1~6Xujt%G2Wlid=@>W`Gy8<hU?fZ+BvE(mjRLpuFCC;SC7v6W_xEIbRIekD
zRhoKfu0X$%<ok{bEu^4t=6*mK`G<N~e{@A2gv5{zLZ!bXbH#V!B2=>3#Lwz$eeQK+
zvi)_9Bwp}##rN;!Za*b_Gy?tACA<_Y>+h8ktfZ?91;u)@&}jqcm=zA$VLOlOq9$_p
zGZysbLAJFzXST!udtaNFcgc1nto&VGeJG7Ep?H&fM_`o1e2*`e0Ob}*Cub7Eys1`R
zOk_<7_QV7(mtCDQm;6+al}=wiG&2I_mw>$<{1q@0^-rcMB}#}N*>bhQJnEA8gS72M
zP#SNG1b#9lV_++AU(($qxm5Jl`@N)>p89^-oCcYRZ$^wg_HZWqziTE8e0$DXuT(gE
zW4V8y$db<lwlU8l4^VG_n+`ysEk6X>#i`XV!#Gx%IL|y5<iyet8qQ8d|FFx>tXgD0
zIu}T;e;1NqIyP13UfHVzs2bKtrPKFYoitQ-aM~oDuNPz@V_(LpzPlKrImSGdAa5Uh
z%_9nC|4~>Z2To0@yGW<?qq<!8Sa(d|vF{!1M;-wcU=8(U`Hs&bAG1m#%Nn|ryj6S(
z-9zKeE3I{kB6VdK{%ONR7k@Kkf&owNb$m!>vFv<H^8OzeQ|JfZ)loi)qPfKv8n7g~
zK=6aaC=EVY2c9FQ=W3&*DR?7MV8EENMS{a-CJ*E5l}+Q3mLJ@)dlHiMFYpS3&-Lgu
z%V|Dt>bYNLT!2CJ%7<{D158AthMCKBdcA7YK6AT6{I9NRA>imo9?|qt#Dwgc;4H%@
z7TwEma*K-KqLeh)DBDj457u0{GGYJD>}+yn?)`jC`Iiz`!ISYJDDAFB>6NegoGJS@
zKg0;ZGy0?s>8IG}K(@Q&Y&D}A-Sp7|bu537J4w+`LZT?Fv#nJ8>0Drj*60!06A^6B
z9f-D5IibNob~PVSmCO(dDQCPtg9^Au88Z3X-EUK}0htKtSTkFK5shlr=+cLR@{uR3
zo-?W>AY3c*ICFf_B=}}Ois0ytLRD&5_el6zh+#J4+0;LKpf@jj!bC(<x+<FHgwbH+
z3$qEx^MJ`MCVT^{qJ7<9W98l1(t=SxAmVG5*HD)q8GB%dL(#e7FbETQ{f14d0}$|~
zsGkSjd$`S18pdI=#K;=ycQ7ZV{SL}V+O7HiE0YEUsDJC!FP>L0#;KF%Z(`t_)W0lX
z-sZVUSjwoPVX1Z;Do`sy^Rx1x+-7|U`1rf5U&08^0igmhtg0W!G#tXHG-P!WR`fHK
z*MMp>H)f)av2((JR2D<3JdV=~taJszynTh))&W>*A+@q+Z#6tNB9aWWx52N)l)fx9
zU3KC&pps!t4R^svq(?!db#y2ahl>JirC_Y?)jA#`jd@csRkwiAd7~T6kLpQ8T5!Xx
zwg;|3k~U}>ViXVBF~Lcl*OYkn3{pQFfJPob*Igu}bqE4xLUt-SJ>bT~rrDZRoJ)Sn
zt97KXCNYKC5WO+7QXj$(hB24w5Gg6tT^N(w6qpG|wPE*vj?N!HZ(?y>wCGbMw|8=B
zd#&Qn6BFvu+qn{$uWpB~`wr`sd%4i^B=V8lQQpT-!V(<qQA%2M^j{q^92J}pZcELq
zc_2oaNq(L)O7Jb6(p{8l1s^B$faGojaRI?64T-bQ@LPBW`Ggydu-;%QYqE91J2MPD
ziMg>TxRe>q@R_+6sE>a2&S*cZ49O-@j4S(6MeXx}@(B7HVwkX|HdQ0g#Vb*#gQ5F`
z%pc8n2L^`szDoNlu(}$%0vW3N5|~|9<n-VAUdGxS@}W_XH&WL~@|L{4=1$Ly{^gf6
zRpEc08{N9j<wX>cVwCgVaOI{4vOB6A1fX)WhRK9M_ypi+i}$)+OC+T!v{x@XqYk9E
zmF}}yb4>uIwk~SYtd8N`41<-rI@z!95_lfmhH%IH4nGnEDrchUU|c^Njk;4K`bWdx
zv3&Vi6d2W}LQ*Sd2pFB?E^l(`c~cEPHuQGx84Hh+hOh-@5-Lb!kBf~y^ZNxMLj&%g
z1Q-&k>9b7vtck6y$#Wa|UaJwCT|=xBUpqy(9VEym0{gYGMg806kf_NkM-%Av#g2z4
zj)Jtj#@7%7b6!IWE`5PvT-zabx581=-rN}A>`DA=L?N~In%r!WyyxqANs+vym`Fe7
zx%2(?p;PaxY535jZ(yg!*Y^OkxO$A3joFG&=XOnLJOVOWCH~3U@=Y%s`rWqwUs}b~
zqQT^OOUpnZB1F)%3XiE+ppbEg`{|J%Mv_!X2*XtVd0S+r-PKzH^q&Ptc{gXNJsS#^
zhPI!Frbv2?X_L$+=y_vD&a#E<U4u8q`u!R8=_AD?2B9piHtV_5)}}__rTUBXuIP65
z-ze@TvA<nn{FXzSiMjLR!iis3Xl3G6v{#bOc<P2?8lgWut<>PIJCw->$qI1X<rDZs
z8#&eBC3F-F6G~JHS$nIV_8t=d$%>R|q<gQ*%Ui;#PVJj>lQej56>K_A+Z;_*f{uri
z*j=_-D_C=Zt@?r^KI8@7x;(LU$?mARjt1hQGTSqc^SEYnQ7=lfg8al2a08(JQKDpN
zE+%dAH$Hd;oi9<2n$2#srY=?SdKVJUlE5wc3u>Ll7jRFQ+c8vChByy%S^G{>8wm-P
zrm*11!>u>Tv{`pGuyDm7{1q=G6(?62>h8xNSF7uBnDU+~+!S1G833u%l9w7HsPXM$
zcno7mjk1r#g=_74Q8*h2r|08O-mh3HP~)D$iqvr@Q_-CB9Z@P>(LfVGS8s8{t`zm<
zI_}58QdEVh^G*lWGRMKASR<Ox1R}XX=~H-t!H2z2nCrE3{&x+l16!~D5Ji0`xGnXN
zFr;B0$7FD<H+nB(3ju$2Vu3oZQ=kK`1tvMvbTw+WX3Ks?%7qd|jFOgkYfNB^M3E(+
zMCFdn6h*wl`=Ls$OI=2f#*HJ6sz{~3JYq)%3ssV~SXcf1pf2cVze@3PSo>dh9o$cF
zYnMn_Wn#iZ>q&eUwcigis0MlCeX0#6h++ZIYcOh?*9?x=*gd|{?ne8mam{DWrMvlr
zV(*LpI8$UcN*dB#fBW38fkhd9#oYx}wtmyG6QVVMPLfRb0Z{=|BKKQk_IcJKki%gu
z;J`a`02;y&$5`{*uVAofi83#~%2K|GHbaThYa#gX3NZTBXULbY(968t^~p9lOW3%U
zeg%W;o)|LIvrC-}cT$knr<*57p;$0c+2}rXfHaCXO(2vTl&C@w*cb_MH`JNp8SYP$
zf^l3sO`f(&=kt!R)Qbd<cpBewn$KcJ*S=5NE{qe&l)5I)&}LeAHj0Q8K>^D+Q-sFM
zx)jt=Cd@~qOm!ce7a;ag75X*KQsO#H*v!0wYSB_Y%{Znu1`$FbJFFk0O+S(#EA>x+
z@Y+y*p_sp}$-{h%seb+zV4x7F8{Lm@We&$1KQE?+s!0eWvUb7wqozd7uv{9f1Ql8{
z@?NMD{(#(#8uLAq1Z|l-2S!Li=rFIDXQtQ`)v4Q~17It-za7Bohice2v(3#G?aoeU
z-N~@<rwsR{V^5Drn7qa-d>qEbTXZ>5*qfU=VNBQDho`N;kO!G~xl?agzr&eCE6$Fq
zeUt{q*|e<qS3X38J+NkKWDR6Pf^as58VufJ_xwL+$+jv{P%RbVqyw}p3C<HK6{pLj
zezde~(o9Co2qaO@=!D)U*OtvoQwSXW(PR545_$&bksW-W%|o9{VVTax8(+F-uKJZf
zjNGr)e%VshY@@Mvn*tq)*SgjsiAz+9StG8M!s8Mgq)iDkh`M^zGj|DyQ+l}W0F}O(
z$~(BF!~sB0(^*j&(U9G|YW-Hg8|06^MYa5DBB{Z)Q<A%sd5&%t$2uz_UESUD5vA2C
z(3m$nsK0KGaU8Ri+j>Hc3Yx}@Hj#vvc^*Gt3pYIDi>XW|uExnRot>8cREr%)61S_t
zARpx2M^tohz}QaTM%k~`xG#LgTb_hN1J$23nl6k_KRR&QkhIzhdc%e(RNY+VC}uMZ
zPs5B6;1W^VVt*c>1e3Z_ssWFsfv{+oFKbgF^Fe3wrbm~@+6rLVybP(nVKSta*Zx^i
zN_6c~R4Msty@Wo)X{vCjqEy7PS3fLj16GcG4L#h?mgU<4wq)h=`@YXovh1iiZ5&PT
zaC6cRPGy!LsNJVYQ6#`5ip^Hc3Wd~J7Yb*lR0bSmExqG19`K^)!YL>Il>keu9yQ2d
zzGf~+9VO<O$nge7zMfL9>wwcy)#I)LpRG!QkM9sz*3{<Eu;)H1TZb9AJ(`rrL(D~0
zLg;j*mo|(<KivC)Bt?t+0{`t)awa22Dr8YGNoMLLN#)-lg43cx5oQpeNcbxEDg9R3
zE1lUzr_zH#EDAK(hY^@O9urNT0TMdX!U&8kM3N6t#o`0dC{A?;4wYYDBPlj`U`Ls3
z8`SI)e>DBF-SK>IBw<c4-5&@j?$V6&jEpn0*SH+HqBt^w*rb%sj<Bbf8VKcQ;(Q}k
zA5smR%KyB=*o^;)AGMKffa;vzF#?CU&57%f=yQY{f2eMB6|Db6gS89Vtc^b(TAkP(
z$NWIk=ScT;LWDm!)-nJ3<g1?tk0oR&xYSmKj?X8G4F|5m<Bl%;f$DY+K||;vlFih$
zC?s;`)fs;qni35(eG@Z5f*6eWd$t$r{x!{oYt7+P^t%O$26f@GOynF-OQ~86bS2{W
ziCoEO0n6}IMThSc__9uc9ma{~39~bjdO7tl%NB91+8pe04DSd<sMkS<_Guh)5>wN-
z@+YwI0lGIj!r}O<TCpqHclH!&l#W88zSIVZVqb^iyiIHFjMR!3Nfqag|0}056H}*h
zeTH8%YRINq>=;+38p)CLLz6R8;R9@BMiEJNc?IVtZC)ujncR=Pr+_K1S>MSYpcRRL
zq-Z6BGDxWftzEvwQ;8vSq2alx;osNU@p&j!%}iWzvb>V1n-Hk2*Q4|HX-cgV!^mY^
z!bv!RUCt1!dq6hz5Pb*Z$0(HECMM|JB<7-DU!f(>Z{nrbVYU@WTZc+@n4JLUegvR)
zR&F)q7<){4vJ$gMPJrv;uTf8I(t0E&An09@mp!-K@s`0Xpxk55U&=Me-oYTjL?7t!
zHC3eiPY*(Qkn*=!X<);h1U4*OsqSH~z?=Y^{;Cr<NtI76Kc0#^f9AYBX9yai#>W22
zCx4PzF_5MG%l_MKF=peYfZEqd%^xtL_}W<*+#z5MBh!dE<8$6`x+DVA#C66joue&)
z&_${W*P8AMM2@e{Ck;QJQr3!#l1M3F(7$n6a-R_mvz%dA3iJye(7f9ZW4drOKeBBc
z$PqBWEpEO84#autbn-;&%lPt+CZXuL^9)uNx~fbD*h>!&#9*LSWd#4WKn1SV&-U~s
zg}WuBQQ3(joqdxe0oEv1|Ii`>nV7;FUF)MyM^UQT=L34ym3%y2s^`5jwPr&2@4t-z
z=C|FM^w?M%%+3VOvy!65-DNEJD2YZ)g<O#=J12Ve7}FW(M%d6XFZQxAEuw4t$T2)f
zNJkuIMC8#k;&QQG@7@3R=Hq|O08ebUj*s!#*w)C^-uE>)?U1!g&Ot5m5EC#xjtvFE
z9F40{|3i?%Hx(BI*2y%x!|!XO5%w}}XhvzD)jBKJbOZ<}i<p=a0ndyy-5?rrl@Q2o
z=Z0+!x1fC&YGKZ`5~Y&UQBF^7y-7a0!b*ru7_H+byKEbe(U6-)A`?eu<asTakRJuH
zSc5yGvsj}Iv697ZMi1}7M&{<yGca?@m>Lnh`k|l5@%WWv6FxB%GVb77^afYl9+Q>J
z4ujQkm~n|%ox`G8?lJ8gWamXj)HM<knYlPLg5DAcPeig4Z+>9P^3!GjIga@MBfu<;
zk)P4<YOT&EZ^-nP>YkOup{lKm?dmB);Ev3%K*=<odmRT&2w<CEG*Q$my*hNmpzz~E
z2HgqEIxD(gji@a-B9pQaHk*M%Lydz*sB@(uUR;+TnVwp_*S&S*J7|w#KaB(EG`l{X
zXvp<-eq(Xlx!VJ<l`qGAMuFgzd_m%L&1J5>Ocot+Ii!yVB<i%mkFr%Li=q5~ZcMxX
zPP;z(sSUpj`u!Z0l>0P6c%6g_8NL3*PX3$pD8WRb{omMWo!9%`G%L=8$zVrR95lyD
zNlcu=Sf6;=$}W^nD@aJ?b)HkqtX~rdwN)A^yYc5?;uuly@kdP_8o!a2P1%q~?n{uR
zg<O)`M80A8FcM+=K*&5x60pIov?9iw9ZZi|KW^t*BpnscQ?}^pk$v50+&FG4kj}Rt
zUqLVpB?WVsNeq!?fG$t~#v2^s63)Mos<W_}+?08w-nH>}AFE*kBPWqfLOOQ~6w{;6
zvCma+w|M-2UD4iOfx_5%VyrKs_ygd7Q7PPtxWjXPR8;blZ>V!>EO;vTM_Cbv`5-)U
zSj)wVun$LilES$Llf8nDz0c%;#!zH9k)OUYM|%7wT_;L?gjFY5+h3&QBXvUE*I?4|
zgKHhGilbnT?$BM^v8#4ekg7Xo%xY?j+9c(>bJi-|V4kn~td_$OKk|rFv-uMk1r%HC
zn&3s!1XwuV#S%=P&i~JfIr1O*r2(q94K7$3S3}<$W8<gB?J$psSm4A@k|o)}e&aC3
zsxMa1nC;>#PX?N{9QbfsCr}*UV)~Z+SI}o@r<Q|MvL;#+PU-!K78Yn!=Tw3TE{E15
zq{sihjwb-C)Ka=J3X&v`f(k1<CJ^vKHHk(Andm1`1KWaTK8A|3GEqs&7-0*kC^@_c
z+)myA#>ICfKJ%Zpq#`~5L=pG(wkXK=b^nc#|5?y>{u8=8ecM4CzMlQ3o~_&wqq^@T
zu==v8Xa?R_tiJ*!B><lD{w!~9_}Q+|?=bq!HO-I40<CEM`ARlxF&j@vIsB7hdv0rT
zQ2E0c!uGVJ>y?H8g$7$rb%Nv9G$(efplLfS++fMq#T0g4T@!S&`gKUF<k^;mbMc8Q
zF4$IHvC^7v^u72s*}VgZDNG(>^;P2Qk-#?WX2@~Xnoj>o!jS)ygkfWwP{_M(VcOg^
zD#ByabH-vdjLtaqh02V0`^uMwEr()Hhw9+X!;bT<J8<U_(0epJ&H;N-!_r5L)?@VK
zf^`Jqk&Xf^68bH~j{&M$Vtby(fuWHWQs>48N)X0FK~BJcR{f7bXyf;}OcJ|Us!w}g
z`w^RIJhHXQu`!}v*-J$=57fQ#bu}UiA_<=;*R7lCLm^$4HxJz9{m(O$^-nA_F=g}R
z^B9}7$SjFsFiY`f{hJXYke71@AlD5vlOD?Sh+{t)xLnKAFs-fy{164ijlhC($@EUS
zP-z5nPR{p<s941sq@%L5$c%pjr8pE4o`6-X$Ja4NLo5jam-D!x21wIUUBT-%-~W4|
zjYy<_c9Mr<lN1FEOm#af6=z$zZdqke?%Ue=m~|>C;%ju~iqh9h|IZkS@lVx}PTx{Z
zOz*8vE920^>KnsJQ=qZexMz`*m>wQ7PlbyOhW^I3bwgy_`9!%;fYSwd%tq5kh-%7~
zzdfM@^1hh|?R8R4@Y}?DE~v|5Rb>l8B|JtkXoBRdl|~NCsJZTGDq7a;ndu?|e6`SL
z4rE2{0h?IcEFdIw3>Z<?Hu<~O^kJ3i;RQ!PZD2}hHSjB8y(7sBT&*5Hn!u(OjC#~T
zo?Rr)s;ny^q{4P+@9hPwC(J(lX2V?ebCRv&OyVu`kEm}BsNff$6x)B;NRPlik7^{K
z5|><A0b~QZt}HN6#v??gSYg+X0)47yF*G&^PK`&8Ze%9cf7gYed5n?JI0Jq2=*R&2
zAoZ&P5X=QU=n_eMKf_B+ZA%tc?Q2kEf!KfnC-`c~E0AFX4<&@gxENs&{%YW@xU@8m
z7^~#sg+=?f3V-hDsh^Ks9o!8K+kf_}R&9LRb0H0Xe)_hQKH5RjJLKy$D3VB#GqSsP
zL*E8v=Ck_Ygs4{Je7?~Yp+@-xkRWhv#-5(+sv5EHvFA&TyraCg;=>tqA9m~KFC(OM
zHm^C`s(<o#bc5t04t{z1bou{%PT?*$mnUQ9r@xo)V~+)<WJ8tNjWkY1sPgfBaK_UO
zo7%Rj&{i1A<Uzb|d#&JUNwQK6%3$zkVO2Aa2ti<LpKk5`U!f)A&yKP8h!OtzDc=k|
zurOh<IFQrZH+eGC_<~#jefG~&z5>Yo>lX`zz#!%yz!7C#V5&QP`2A$Hp;V8;z#?Ql
zjh~*|@M>%gfnSn~YvS#kTRADCOrHlAur`%nria^UdKH8*E|d%Hq)dR$*u-Jnf{Zq;
zsKsd-$bKa%vR$315>?0fI;SY9MEM43dn*PJ-|6;R-Ij`8{s6Fu2Jpjo+2419-tdn@
zL*(XFrW=?I2f$P7aKUPnWome`H@-*S*@==!!oZJxpJ01jlI7&8$ojne==aQRH&=9k
z;;w@rC5Djr@0X%m);w!qn?%}f#}e+gou%S4pI}6Q02C_;^v)M?qrjk>Hd$0ysjI8u
z?l0O^pHrQxdRDDfR16l*U(@wO{J@NtOQ2^}Ho~Ag3ukaTu+@5;SFqt0^il4BB=*=l
z8RQyOJ=Il>+WDAg*yjdtL9T{SF$hWB<M4ieaRI0biN)K(Grf|j>V;bw^@p3(%9u7M
z0#`P|M9)G56bP!VXX0g%)IK8pAeE_e!05gK=%y<>=v^>9l?>7Pk%i-qy(8<&5MZaj
z=?ao*BDkd-vqVb_Q&GU(O7tw8m(&?keM`tKzIg)roIN9C+oL}}WGJ(?%{F{Sk9bUX
zj!H=AQSyK?PW+;E!i`1!nBrT%u{WFa_mSs$o1A7fPyFjsYE+6=iW$)}>=jwATPtP4
zF!m4cyW`;1YnRQ_AqY|99f9@dolTi(>SdR7&R<PS`s3~deyG>2kz7;qp@((zZuPeU
zb3U*V;Zn($yjp`;!nw}c%BpoHP(bf~{kO|RM?d18+o2w_x)w<|?$jGX`FCgcVmPzC
zYD`)T0Y&NGFVTa^gj$shHtF&eAR40DKL5!Yr<w6i-RzGxi%!wGqMRZ8ga%H=-i$8(
zuqso_FcrbIMI>p5+!_vhhK-^V9}P;rw>Gkk=BVZhE2~+KmzP=d@RnmK#N}xHV>hh}
z8Z#Ht!1s2K^RbOAm;IruRNRMzFsIcA)zeo<`L3b)OjCx_-M|)Ihf1-U9nWo`(i{f|
z>}C`B{ki{Cf<WkFtT6q4N}LvWT&X-<Sk0EKA&qxD$={Q~h;aQEsG{vvV!yxHXs~@9
zors?Zj>|$di9T1%X6gR%ts+z58o0zM)_GMKGJVX*#yVIsm7pV*gD!^%z8;y*&%R#w
zu!tl*-Ti=^iJX{QG&ai2&>RmHW5MU<II#ccVH$J&rtXo5ED3`cQbIWPR_HhW{u}m*
zFqaC}_$v`Cw!*6o&Mz%yst17JZhaWrhfVmR?)c>~+YyvDoro*eot!>M`q49AA_%Lh
z87fk7@y?9$it)XBCEh3g{iBJ54j-IZ`)67?`LaIAO9h3aPSifGmbci_GqlI|fNno|
zIyT|lxs}V+Tj!%P=UKK{CW+olD+;h-TIl%EH5vq9Vi!bZyME)Z2-fHCm+}NJ&*WwZ
z;FDABkf+}3XCF$l?OoDQ36tM5+yY-@-jDyDYU>j^^CzJN=+h@)pZHr5U;am*U^j~I
z{i8lx1ml+!u8(D>=ZZgpBFQtV(lTQOSUf)fR&%c#YjU_7frd(9L6n837wGQtBD2pE
zuFJpEegq&PKt!FevG!IhGP-Ea{fLAA8?af2qLcpkMQ~&y0!le@ft4u3uSUhO$Lf38
zQA+?Un_aam(vkwwoWjR?!51PX*De89MPI+BAU-S>W?(7~hkJ*egSUY|O`yXHn`6!+
zuZO>$@~E$u#w7Q_+XoX*pDlshzrf+tC)C3lLXTiOMEVNd!0A_|^qaud5#gV^8&qA)
z2{GkfjW6@g>*Vl&I(8=3_|{26*I3>0M32)UM@fq_%({nTB){dnFPh6Cj1!TBI@+?p
z8e>OT2{}Y9!K!S)uX#h|_m++ik{c;gVl5y%o%G5thjuxy0k{FEX0+f+ocLmttJ;2!
zC9U-pS6Q%QXehL6tEkLD({>*K`(2^Zh}===sl4XNl+3mE5xukLqq9or{5xpd7i1w<
zuIyJfT;7SQTm#`yHWa7id|}rKqeSxww^&hxxa5U(eay?gbXK3ubl;Uz`&sjHK|PqC
zzXI|^Il@*Qn?^Y+<fw#n)xUanB!k%(6_n3`uc^d$t|lAU(TzDho|tuX75G-ebn{CQ
zO=;J|kBV^hkN-ZQ!+)p1U`yxu!=;;A#@o>Vj??rJmtK@EohtpScRx)?1wT=g!zFiu
zrwy(J<JyzKr7#VG(1tI_+?gXSsAdQFNeA9RJCZvAtKZJr4}Wt*16y|WJe7)o1+79>
zBTpov%!+~tog7DBN7P249d8kJ1<%tkRMR=kCf_X&5N7<{sr71cD}bn9-;zlP{$ZWe
z*@*3VajOIOIsmKlA+Axdew|vS{0aymQh6-@KKOd=MGIJ`%wy+Ye%Dh#H0^@xR;6uE
zyRZp8UG-W2qS(<Lz5A%`dZv58Jh~_z1RkCSIhfRYU77ol2PS_KdkW<`xgz4+I;|!5
z+6hd6W!p-8if`C(R$MgIVYXOAz9g559j>%q_9B{SwJoCGaPCLD!34KvP(oy<fgq9O
z{Qd3Sstx%Ah5=JDS}^+}aH*vCwS8wyMiYN|${$ey<?G58Uk0@!TAoWr(J9QlYalIv
z!Q9K37@N%4ZStMN7Q_l<vewBFnsV@iUvFCIJ@-b}fYk|ojx|>!Fnf(M(T(LTtUP#2
zB<csc*Qf^8ewRY;rGB3!GS9A><M0Ev<YUUGv0vQ-UpkfI_ZNUvY>zeJtJ<_pYqu_N
z_Xn^J8QfXKmo{Ei<6*>G{r<#Db~dCsN(BcTQ*C<FA0G3%w<Qf#GtAz&pP$ABfCrc^
z545=huxLX-V>8Q!_M)>&YTD*Hf}?x$yn9sXxgNdNbNXtS{Nl#<fZdJB_XtvdTPCKC
zTzkCejtVZ6)==jZ57O)pMWc=~Ex*hGlXIAgmBTTvyup+}NuK){M8oSarbMtuX<GDQ
zFo#lzmbO$W16!0f3Mo7QNh{~y>srj3s_nC+y&!@1e>(c@8#=|;apL>KyClVRnfesT
zPI6+VR#pR9Ig_W{q}z|phJwJU>;8zvn8CeGuQXbk7SrQeZQ38O@UngEUPp|S6?kGg
z@CQv%K69`cmz1Oexr(L;k<QO%?xRP0z~6`LRIAZ1+>#^e?<c{TgZ*;F*kiq1F_k(|
z8OxdxiJmG7)1{YYoVmR*p3+BYTobWUvSl3&l{&zQL6q<(G_eY)=kXnp8paHdG6O%~
z{M>wthVRematg$&H!Z(M;rro&;}N4Lp@Hh2);9oK;Y$*|s&T!gye{&#0GlGVi9)eX
zh;!Tc=l;w;m-?hp0Z8Fu=SVMU-_leV&j&y^BUBSv1#zqY5|Jz5cAOu^bs$|r!Q*S_
zY1a08FKYgb)xJUnIoLd1kNIV$nqyNK!%H;{a{B=Y+CBrEU~cyDJI<q(223z}*wX+I
z8m{3RBvf@H{C|{}w%hPkf4tm@oAd{SjXyt_(uxQ%wl=VYTJ7bE4#Ix)CL7SZKJEIo
z_F<Rt|My@XQRDh8PNdegSLhu677JzS&s9PrDPY-;94B``c#q*<EoxDrw`}@?>^WiJ
z)JB{A=>hPuw=!ZH8@9p!{6>RqiAD6)lz}taGT$FC4QJw3qVUlLs-e!irT3HEr<EeA
z07|zBx$1@lq7+sWx4~~Pln0SE^?=VA8lBY!d5~OhcHD&ZCknF(LetwbLUW+qs50Q&
zb|f?tYkAQTq77^^AY@^P0O-`w$&<=|2Q1;=0mFMcS^F(`(5lkfs(^ZXU1=-aD;-Dp
zf}A<q`zQkoBkO^;;#|?TMKO(S1ChuN$Yr4<E0~dOJR|P)?VJaLIh+#=K|2>Kb<_l4
zue}ImG@ZjJg#d(io?G7ZLT@g~dt2~-@I~|B_S0uOORQ}7nIDuAgS<HWB`xfSUm;Px
z(`ot;F3Wr7+`Byf{CF`P+U>hOgU@U{YP#R$!9S>@Rtb2RIXb2fclyY@IoYlNdiK(k
z_9Dy6C+qSru3UXMoyFeT?!R>byw|~+*T9i#A$ng1!KpV(U)C8sPVp^O$q@k@;@=iB
z{Aevr=`uPy{z%_+x|JmF?VaJhH|z~LKv&pyY)a>Y1Aa-`LI)|?D+Zf`kpwdWl)u}P
z&#7jHz=KNq06N~YmAdHS`LqegDX+w1@@?mxVTen>u4mWehV`)FR<)7P>!|DI=Yq&Q
ztrXzgI{nM+k9dPi1o5}FbHMBs2Szw5(>96C)r1OLW~ldk@+L84!kI#J%tToa5f#3@
zNS#1}clJlhW=8;>S(k_lt<;Vb0EszSHii7DDw#pSlu*7e(rJ5t?GR@4O+A$2;pRlr
zfB&8D?@Kw(1tB3F8!!UnUdmQv020rCDIk>@@-59ChqsalDhQk)0x~Gvr(*ODV>mF$
z2SfbY0h6>F_xIZ+gAW6Gi%YLyT{E~46ja5A9&=t1#y|`zWaG$0PpeXN)&P%7->B>4
z@yB=4>H(PcV}MQXMAS*iZzP^_H0GMn3NUpSe&Bo?cEUFr@?Tk_LHBZ>rq^3&JH#4o
z0<OAExscsIIW@-}Kiio#dcIq&{nE3^k$!jsbwH7+IdDld`uJ^ys-*}R;CDyj@s@v!
z_owxF26*$qFwpn?;>&bRWqq$GdOo&S8+FX#_}u=G?i-bpn(*K6PHE`Wy&_ievbFb*
zS}+`J0Rns^PkmLSiS~!ey4T-B4yUb>re6%@-M<If8GHdKgw1KQKEcb~hV(CNj)b^h
z{aSo)a+o1>GN`*WCeao?z57QvTl69-|G>z{KKUzOi8m&bw-c4pR5pOk&?ea#TIl-n
z8GCI2PhI;*O;KXJe-PND))dx&4O_&*7NC0=(!Q%uQb&Ff>)aq9==L2S1Hn*^$hb%X
zMIiW3%q_ugIZqrA1u|RhH&eIII<SQ=67xyj7u1`6Dct_M^pgHvdc5UpAlzqwb2gBy
z|MLVyNE;|HYQJY3a(5RFzESW47?JnD3djBBrM0~j5VLWqa#k~d*27WMzUkDwUa)5S
z{mtFb><{4T<+Ywj??)G!I4_plvbOsCX7=6Dl{|fpRQLB|VC!~2Jva8C*QU!bshRxp
z_HVRtvYdS3$$j9ermMzXL%DrAt?35OP*F>KVrs@vVJOsm$?M`p{=L1MFCXNi7~Hzt
ziQ;VtW)F(xOTZH;iJomA;>opVp(o7V*KIG9=?%m-_0SBN4akRU&(ds~eaV9>l+Rqv
zMWV-R=9tc(KfFkWMt9>~gSG2?;T^jF{7Oj7egKez)I&Vm_!PlBF2(aYAwGTpDB{z%
zsT`rw{S<wymp>uOzmH5u*NiN(t!4u#{66drM5O%2nN0$eAm6i$k`~iJA|2&$2`tIR
z)7(m%o%g(q%-(Ydoc%=arbuVLucU?$DeqcZ2gO`syb=}2<@RRLkZ)1XxIyM9Q<42<
zd4=@%v3i`7UGR%2jy{VR67uZgMY+Na=uvXEd_+{Q+ic7YcnS&Ze?c<sQl5X`DGg|G
z#+`6K-qo#|9B7r%3w=87;qwSpAltsQ0b=Zx?=|Zz)Q-u!Wbf{DdAgkOx!Hcv9?1G`
zK8`ZW*>_!1Bi+j$355)P+Sow=1g_*hSf3+P4toSOJ;)0$0U@bDvvcMv;4a8)opTuf
zNZ0pt|J(O%SK-Fq2OZ&}la#f8VY~ic{yMIck_6`zH2DG#o+tn1ZCS6ddRt2b{NI=x
zuH&pF(5V%WaBfMWO|z(hP<|oMayhT4>B`iSC?eX`k?WQSHG_n7#%<sfLvTcHhCqWj
z*{cmUVRa4ErKg}2nuwR(pp3o%)ga_uk*{F@rUqTAqZ_i19{_j$RH_Wv_gCw!Rt3wK
zUNUNmf1LnMS2L$=kCVBOnhi$Hk^$jQ3gCuLg_HaJI8pG^qMq_Oz~p+}bq+YlTp*H)
znzz1V3S9sWR;u^%Gl-f&{e_>yMoPkLkfBIEg!kiqoV^<aD&Ci&-oX!O2+g_25b;P{
zY1K2J;YTU8xQE+?U1dB8J9;m!Tj>Ern|u#vSA&Lf$Y`#Z2^HrWFd}d}Z6m>f#j@4?
z7fRd%!%u!X;b0zo7%;0j$avmu{>yRed+;rJJJDx$lPi@)FLC43p^pd-ZTBSaI!$yA
z*YMDJ;1updP1gfc^uo!#12iW1`IsLE&Wx$_#YuCs`vjea_y-d}XCyu!r2Av0A=&|k
z>;%n|PF69blYlWZW-MV*_a9ms1+$0P9ubpfxUTX*I`8sd#`6k?PVo6cq+5f=>{XkZ
zArs+sA7@6YW6^avM80XZ-Ti}v>4~l0PRj8;PYMXV12hr*!ZNb_`)_n7&&kT9!3FiD
z#`3@6wSvn>jb(ppHns$`%akFz!@pnJWe-Dn-xZ1H8*Ee?#HwO|_p=o4YTUgHMdjzG
z6$OGy_9M$3khl}4{!0{$D9m{a-)7L~D<5;ntEU&8CwDf4`8)%e@tZd`pM3$u2esD9
zNIf>+*pK_!LRn1%`}>1Y=nk#VsvaiWF7MaN6sd1qXc829uZ57Fv|g$QBUKAL8B28T
zkE7`WdWj+_n@bJ&TEMNyT3ciY*&B?~^VRxgz|hNF1DSt9QNENd{a5S!UvuMNvI{V<
zUTuCJV=R>-u?Uajyq^gNdp6kfZTmuJz~@&0_bBr3#CpvPS`B1Uu{G^GkRameEMA-M
z7Twj$+od~57Ih-!A1YUb!eN$4z3$)`m0tvsre*&TVTmcRPeK(|<e$$tpL6P<g(68t
zL%<gYD~N3(<#eUB`Z52&RIjEta#;f-AhBjq@1;8_7xV8m*|Rm(<^$0t&OiV|#>D$D
zrC$3SAhY3GlhinjE}(D>F3Tq$e6N=9$LtsOxe148ycsX@*q{;KuCtI0`VJ@vG~86t
z4l@F>N(LW}0a^CSO;VU`nU$wKpn?P7MA?rv5l@@uQLJ-MXm8u~12FrXf83<E=>qWd
z;8Q%-1*p4%m=h2|{+9sw^j-r-EY9(SnyaejHKuw2bsB`UyZ~+2mosvpCHPUD4kYdc
z$o0HrFq=n=)qlqc^DND}9Qtg<fMbZbOJWO>Dw?Qw0A%;0poqA6PXO$b2|$+O`vjyt
zmRSa>ldB%*YwGgXqJCc9i!TvvF~d^B>~LEmqqS7#Um+d&Upr;RwyMHasK?cYe*L~L
z<jv%foD<Lte>-*=u*IVGq0j_25`*P%p9t1YP)=E1f-E$VW5@<&ajlqX$z(KVp_Gj2
zmPmV+Tw9v}q0b3t7OFDZ(EI>!x5I~neEgs9A<X{ics2R@F9i)NZpJc>A3kyJ^wWMk
zJP@gxsQ;CALge=94dmn&U#w_md8qv?3Ed>U0lqT1$?qoTJck@N$P_7;CDP+sd<Wsl
zPZNGXfs=LB3^=kJ3;=FtP`&nHgV?Ij2>>=iP9nm(zcDeklAt)_HJ+wtzE^ruvTcN+
zq>*}WQrb5y;nUS6BIL~sN2Mn4FGP-=PDqZDztFe*p9<GaUJs5?(Yclyx-V*<As^y@
zHwOXxo}Zr97ko>kJ+M)^`TT$!1*C8c@Dl*a!xhtW-;~~%8rM6~iaE8uoMib~$Mt4f
zUHm7VVpeU9QiMJ4oqngU;OXu}b}=OPHE$*tp)(a^pJ$-aFm7Mdqfnqm^zV35{7cBx
z<egNNvv?<q)8ZH`$(BSfd*Dwx&bf_}GbQ?i{Ye0`SHE-mClV|OQNNAb${V)UfEdj-
z$>IxtZhfAMBBk0@Ad`zo2;NP=m7KJdNLyfs#SfjSxZfm2raa@lNz!QeK=t10x*3Mj
zvX6CArvInq4{zR+eM-j7iH$}<<@bxJFQo_1*MFZ1H`8=Kt>xP;K=rK3zl(5G9pCU1
zfIh#pVH6L?%F6qVN9iwOBQbuTff;M>4i(wIOPMzU{i2Si`{(!aq*ehD8}jn-en91k
zjl`Txz23c)+|4vi8EDoY+Qybs3Gu({*dAQ&KcdM7G8vr2cka~JthgTZr3WWrSq}B`
zmL0p9?L{vQUa36&|4!+mxy6!ZTcW40VP+aIog3cYi{%Ce+jMUn0q?#8Bi>fDZ^i~$
zu;*M1@7l;F--~H_Ly%=ygW4Gg)b9%*ldy{m*-B1jz*#^{hcu*oM91^{f9$=5SJmCt
z1}Y)a-5^~`NrQAqg9u7@Bi-FfNP~1KC5=co1|=npAl=eznl0S5H@@dP=X~EEaK{~Y
z42R+d_WrH4=9+8HXFlth7#Dkl54}}t`XKk%7k~%DhdXzs=Xn}^$Qh-pC4+rPmM6?p
z`f^rZg&)uxH#<&_SZUd6VbFwu?NlMYraL~|pqRuTj^6S52c%re)FXyM?}vaoyBN*H
z0}zE_!%fT$`oNHNQ0+(}P0*RHfi%&Q#70rbQ=OQmMx$acvuk^UJ-YagDX6*B9!M+S
z99i076aDsXppWb(9=%x{&jZ<t`)wfAFxOo&xQp61TKXt71}6}7O30UuIdc4ifD>r&
z{d+n8r{f%e-Hy_#-QfZU{^&({*|Z|d(4W=x)yuC+1*=Iqu;fz002dw)MLD@_77Tms
zCt3P3{|rg_W2Liwc{=Opn=d|X^C6owi<-;yRfD;E=K+b%p-y8)GSbTiQsn8GNG&Ng
zqBl#dm5p@o6EkuiN}%$sB`K`E7p&4B-hN=hM4duTgn(Ck7d~>`+Idv>Fo6uUVR0Z{
zpxOsZHJHM|{cieoSg9Fe_gHrHBnjHXu4CbYS&}wpqg6o|*9p@O4YMvQ|MVSP2I2>2
z9SmAqr`!AFlViWQKA4$`mJ4hKt$~mntHY9Y9P+@ckO_AB(A<Yd3R~wIX_`NNx9STn
z#dL3Zt1_~Bb3kVouEWygpimHzryF~NqDpUGBu;BR2(*AGN9s2`_OsR88|a6UWnIG>
z(2^w>NbE5t>Lsgo@uLIBPU$@Zg!8w5K#)amfTFZTox3iA6e=yrz92M1<p*Sjveb*Z
zjSj?iu$d(+`;HcUUzm6+1ly<)(8C_KjsU2or95%tA=ReF&H&GFdF$N66j-t|hh1SF
zn)}%OW!<Vk2dbJgP^PcUD=U3?gRFhj+D&eIFaqus%s_M28fbg2y8_XLAAHRH0@57)
zr}Vq6!W6^exi3C~{Fl|Oq>dtBFvDk_F>icbt;C=1rTo87N04S#qTCx9&H69_@}YU4
zb7lE4`fHMGj?nKcn3{cAVcuZ9A{p6@8_%gun_gE5pK70Nm(GKou6l7$-clX*+?_cA
z(VTg9FZf;0PK0~4FDJg2`CvbG+YG{7VeQ?%kPJmxd!>vZ)r;0=+4z~?+pgLfASF!u
zyd(jGvd4aD>V}!pd@J-n7=g=gVuU-pSzMPj?FWqeS(uKzOHglWM8zCuUj`MRs@BT&
zCsc`}37NWn-e((}h4XgVHc~+Gufn_Z?K8!8!t}hEbd$Y+q{};Pq?UhR+UiR?BEfWc
ztT)&lmlIV|FNR6Qo)%@T&Dd6*Bo}zAfvxcEMN9p;;fa4}?knYQm#axn75TuE`G`_K
z^e*gXf2|5in8A<X&!znVp=itFQ=(^1ngF@ych(ELo=Orn?M_Nsd^52dD1@mE=ps9r
z?E*2)BU~M?ino69`FOF}m%5&F?nb`5b&m|IHgsYSfx0B9V+H{I#>%Gk44_Xq-0#J_
z^hj2*=m7ZN0*MFNOxMs2@i79gh_6RhQ;eIm1^FiY@3tgXZ8bBc)8CpCBH*!L!Z*>E
zSNi!9t%>`;ns^k9@pU7AS^tvB$YSySMFo)71|@!3UTG)A`MIZHC#WAW^_fzn)2=g3
z@V*!pX0xl4U7q9_5;OxFZ&0RhMHWGdMVVT!+3kVw=3$+*ZV*t#4Q|rjV~uEShcRQD
z$mGuX$_C$~j}Z_?fWtrmR$Cis)t8m)WcBupGAZ>=Iu@zX`L&Z_*RyKC24<e?8Hm)G
zua_P(4jW7q4i;$Zh;lMg_e|3ei=$FcLCkqw)E6johjCy#mO7377*qxQmOl1|_?&yd
zIui)H|6Xl(yy%Y;bI?m*k`m1gubPYitubK`(gYnmG^iks(u&hMDp)x{no=2sIJ|qn
z+>i-$vlBB{I)jnua|wxeSiIF^oqhvmrnBcLGVJqBrmY>Nxu76L4PTnd&#4;2mD)M+
z9ViexL;4Z-wI+QIT)<u&+c<Ks1$p;@ee_&-WX{yOT22@?@FQ;&;T6SVWL?r!ts^l{
z709ul>RS<BPz?HRUkzX=Jnnl`UhlMy_MR7StSC4ZtkU1XxJeN@cpvL>s5ne=?fR5m
zq5<La=X=zY^}W1ZF!`#w2~Afs40vov+F-S8s;vwwz|yH1!#&pBupc`=G|RO=6CyfL
z8}_x7W)y7jPzstdz4XJ|23nTC?70%#Vz@YR`4<RUwu&<KO~QIx6ObNU#LLoCLdsJ3
zBFha7>g{wG47V;&aog;v5V)rslSlTJ-j%)LTnhMedC2~)oI-YeZVE4Ow!!fxwF6q{
zjkWa<7J3wO!XM#;Nb4mKb@+n8AQ3B|)sz!wlo|UP6UQ9YoG|K`&m=0kx+W6G^DCgE
zKd#N}VIV4CSd(5Gj@INq8yK!Z8FM8olMkxP3kcP+<m@?V&3*ngZsBouxq1+8>3O8p
ziwPK)ngm+|Asgv^qG#Vj9okvIM*Dv7cq7a8(~-t50L3CCGT_Jj*l{VT{hI!;F9Put
zghbydxP@XKU>|6?cg;>1+TO4BG3Qb~I31Cr?g~Gow>YkUgdB!Lttw#rlzPfuH*aHw
z!2L+N1Q^l=3_bSFiH}Oe<ZtaYCD%G?SEWLk170_Mr*XsoM=&hbDUgLNH5Xs%n{l<F
z6A@RHxuBOa!@kMaFoD<{-#spIyuAXu<4`ZNa=x5LzglIw^Y9lh2t|V<v4E>~h|Jlz
zVcduSITbWK-t~*c96br6|4y1&>|u>9K7af}y-alQArTS?@Th{AW?EUQm_)P#2(gAi
z?C1T@3{r(duGYc*FN&Z0C!nY}4FrG%yBraGl$eYstSeF7c4v~WAAzoVvNA%86XS>8
z9n5x>%Ws5}-fe6%zVcFYH>b^v**1n+<g~u^yYKJe@&ZIlvhZoNU6r7JzI_4(_q8*!
z0>uc(1N_ADHmn9S)_8<?WEN_yhVkfSG0C_Kw5kkMH)<$WfIKJnp-#+t%$+DKJS}Cd
z?rO{Ji`Kg@zULx~8vVxq3D$QZ(yhMUepazhE1|R$9CpP<x28j3MkP|EAv!FZ1tRjb
zcCtViE}CJG6keH3Kn=u8Z)zRpG6If(pyjgqnoo{cN)j&qFB*)pr;dAXUi-9jNXbW3
z?x{M5=Y8OE75kLdyoZ?Z6}~%&;P3y!rZR!`&?n$mqqESe+DktwEuDw`=yI~_=~Tl%
zScT|d(z%pjG^w8$oz~N>=&E7rnj5l=aJI|OOMQiH&{&9}@_YzGb$IFtYVs=`BMW`v
z??9imwEb5~1N?(9;2%_H-8S-@5=gG2O^*#%e+0xK*tK`IUA19OolgaJ-bA>;@twb#
zT=CjEplh6cKEHSR0PBKmy&QqI?Dtx#(GUj?+svQymAJ1GU(7zN&eqyMMwK{Udw6D<
zpgLQTfB({s;#Lpq05{+2jYZTL0^%gxU_rQ#Kd<{Veiy-V3+Q8?{yGQRnfj9^RU51d
z+(z~MMAp2B4m!u+=-ohiItgjl&bY^8H3Z;p`Ww6@TOfAmwO!Fb=fJ>vA#c*Al62=n
zyzg@tv%G31@9Yab*zn?|;lmShGvs(7wFo*mng+Ctu_teOSG9v0`L*J2t#lOH18`ba
zf9LykpN;Aqw3AbQIt#YS*Pf^Ca_JZL%gN(IA&9FZq^=dtE}>Zb(_lxY^G}w(U_D!?
z2C&|1jm2qm1YxryU{{sdN~KLdksUhzc!<3NEdn}z@@-1NJPiv9e5j`1X49U*;xORM
zVO_;M6$-S>met3d5eHssgS2alh=KkOte+_el)m*FFLB`t#j^0b{~rGsGzGcZ?+CPh
zdf~O$8GPOy)@2uU3Z!3KCUtrS6LBr?Ilq|#Y3Jq+OtSi=k)qhzaPiUlG<K-Lqc6EJ
z$wp;~@Wp0;&&HEC%?M^Ti8-J*#^X{H@2|xHNT1Yu@emn`oin3Aug1N=kh2Z(xn_4*
zpOH3()6~Y@(2K)O_Px%ni<+Uwtfo(Q*~{vkGj%3`Z1TcN%uqT{&u|-Ur5Az@EEa`@
zqq*>%2-)grEzObuhHv4oT62*co!pR@*hSxYsn$@_$&_jLMe#Q{gfJC$e0m>mmxub`
zjQPVPS+gu2_Cqfq^ekz`1l0wnDTjLX&pNFV6_a1SrM<MT{~5-;Q`-5_uf+5d43dU<
znM$~qS^sV?G$w)w@V7wF?M6NW04>el6`Q5YcrXR`wj8-i`f)NdtHh?HV`Y7lJuD0T
zMF&-qrp%+S!MPNwh0GhTm^td{@)*XhLGQpE>YKGl_`3(8zP&w;OHqD8WII(DVZ<jO
zi@(Zc)-ALCHe~|x_6D?Cipik`&6cH-#L4g@HoZk?KhsCr0!bbXpD15<;LL;`veB=x
zmwEx{k?b)g{~r*DEvsLh?n>u-57-5gMDc4py69zr9sYFj0`O(>hUj0XA*bQ|D$!v6
zAp2_pP<}xU;c2p@Hk>qV4_dce?|}Yjz1W{$4^V>$y{gUNUW{xIo?X}^3A-*K3e^-O
zi}A?-$S7oWNf)+z@2tcspb{A7EOF^IF5};jC!a6!GpG-JRn#ttzMaK&_@eQ6zQBIV
z*cnl*B=luw0yLp<1x>d+GJXT!9;r_OO1xwGAl9>k_<+DlNTItN&7&b&Kd&K1`VQkl
zo3H2NVL)BNkDM8YRANRNU7qf4`@GxsG7pW^&zaB@aE(rf0wSHN4z-`UV!(&D?B(zg
z!v@U`-y(K@o^M;A#f$tXq@*3r>6d~4=hDoO#8L)GI>PEmQWk(=x9Rbr1!`18Cj#*M
zgfBj`g2=6jR(!=xUmu7cf4P9*al<sMf#Q-5sZ!iy&>4f?YRsD=uw25?lOx-8NXWt;
z^x{Jw0{VW<b_zsbcf$Sz55V(G%e_)cd78zyB1myC4HWHYg??Cn((kL_FhSqFPJ6Wk
z%C{fKg!Js|h#;#MXp6(Y-;JQYeQ|^>|0(AKW|<rr=J2Z=9NHu8rEdgJSE)@v^pnYF
ztNF<cD)7t&=yj`d6v5diuo2(8UFHK#u{2~{W(Vc@eNO^nVE`pRV@go*`+~Ta))noX
z&xZA+vwu<D?1(nzlaCl%){L_hDnqRfh`BF}7B_YQXhooJ`U$s-*Gdc_K{XP-BUZ!V
zKt_OH3Ns!e$oO(HPlGhQ|C~(GTj?A(030KKg5JiSuIsq|Ga5thqPqD}(MEq*r$A<Z
z`~ql#;6?67!epU#)aq9>sJ_(C@pp~9Z=srdj%(5n5Ce2fWrlgSQFOkHBOZ(7pMm<>
zHXvf%fPz(WsoZH8qZ8;+^W#Mt3l*rD1}TFkNuc`dEO;>ju}E%py#}YlADxn_TKtxu
zpm@cDk9Q;Ipqml4MsI!$ryt7DG{CLVl_G@F6?xew$GyDQi`n2yhn-U&bSc#+Kxb2?
zlRywCI_Wc;gopG>XQ2@=#pj0+ksVr$>r?&q{={&BJ|<GE)+e0WJGVOJ50a^CP}5)c
zo&;I10MK(YMMg}2*A8gJynnRdX9ZZ2A9nC18FY{$DUzibhXBZyC;yOz!0oEl8!}y*
zV*>$N_cjxy$t0&h$1xm#s^D~MwUzdi9MTjgC3*vvT##|tL9I~A$tM6{l7;BwGxOs;
z=xjp<K)(Nvc!;>fK$3xYSuR6eQNbk)-~l8)c%o4qzeK{xQnisS)&%ITbX?q#A<=Ka
z*_Oj<T$vsNwif`XD>qo59bsd45c3p_NB5uujlV{K9RD=`{D=M#nmvFFbGgi9!=4q}
zzzrHy4{i?~%jcC!FJ*#saABPweMPvWjr$TA6EvZ<;h-wT+D<h|WJ!#GRH0?$?`|&j
zq~Kv2`y&LG-lXJXkjLSeVV?Ny&$so*_JvPbdQmpdfzdbu%n5`7AoS?L{G&An^H~2m
zb(#sC040aD>EO4YIgdmz-!RS{1os}oE4)Ohb#N$BMw~+l1VP7@ttZfBr5_N&Mxa5b
ztTymO2sEmR|GfV5IL2Aj=)&yvaodZizi+R`4qusxm(NakGw)D{G|gpaB|6U5SEL>f
zoQQ(tbgsLqGGOb%($ygz10<t-sh*-b!{JDCIhe5Ix)~-}-paLx#P7cL0eLp>!b4ir
zNG^`3_2%(E4!{zQ4cW=AH5a@=?vA0@P#=pA3|;dDs6AG4;PHsuz#Bj($k#Ywv;G4_
zy#4Y=Ayluim0`yXOd)p3jjd``;HP;KjyUv3c~g;W(YHs^18ecWfcnK(G3wvm*AITL
zRZFQjm$=+I98)+)j*UM&ORneo$RSSalX;JU#oi!LsM|aixksKGN1s?o7+m!GVjx*W
zub^78VtW@*G}eHUn9>bSKE{ck12yX_>}_rMi7SDudrN6$tk|4M!97sC2E5*fFJK)s
z<%PEhhk%mFSJS0)k*!8JM-TPg#@unm>IHxFaE-&vU}fJ+<!eCvaI5LB2Ml!eim+jf
zFLB)C5O3dd+{+TPe=O=2H%@6NB+rmE1`>IHOYNzg2F-4u)-FBF1FN;0n0(l{I@_lv
zcV|P)x#N@5X0#>J=hH47j{UYzu@BM<FgA}b2%o-(YuNe`E(Mot@C26Q`V{~3DaGjU
zlc1FMgJOnakiuP9xg0U9?hQ-jYCo(^l!s^GBVpMmiizQmOh;zBX**@!f_W(%7v!e|
za_y=O7Z0+Tb%w19SDlXlTl%vo_t(^!oaAFZ7>shG4cNkv9`t#x`>?<P7CR8#0*uwq
zUQ93`22d9(9=Fb-LyGfbU#b&4)Hg=7p5ZWPrU@NHTSeYWhNfHPq{lC;gGkq^&W4HA
z&^b{w$4ll3-K0F7%FXBM8#XS`v<6nJJn9Dgt}E@&Ed@w_XRnw8KCa*OWiuHvz_}Ej
z2D=c^4aD<O*nN~t`mMEuNI>&?1y7DrvTBiN3S!t7M=6AlineW1^Mp45>IDU3&sGu0
zO1v?OPyoSq4|>roH!ORE4Wb`Di27Fci68jDBE3I&Kla@Fm00g){~7fa()jzFI2Lab
zcd-*FfQ+Iwt&%;V`Ob>%1}z?;_i#80H){OLanE#!|9Mbi_=CQzEB47yc?UQEyu)D0
zCU-R5OlZ-*owSy$8te#-LmWD0f|2gYirr^J^?C~h(41h`=pBt=xyn(!zi;$ED9%*y
zD{rP1h&`?y_{=8*Fam=6{i3WY^x(DrRFGnP(*oNFL^o3vUhXxveq@1*Cn7aJ+PJ=k
zzLyRktxkth9|p$|wI+IgkP<cG-%=^yZ-b=}u!Fn#wv6KWo@inTSybHm2MzKtuzm79
zXQSuXZ&-snL3hi*tJ#H5rfz^}1!CT2PO{(L&EF&N=%FR&2tGNYuU9(ARv0xtDrfRz
zg?syhSkc5)rq*fc%a1Qy!rYBta6}FyR^P(tEAYAge4Em;9W-P2j6(>RlqEXj_vi^7
zVFPkRK{$GfO~F49(_HoG`@@!<PZ;zQCZb^e?TQJB`)9e#c3w&2!0`G0OMbwYR8$ws
zgZ3L1{}TnNdBRV<ZH`(~VagH6PFSDeGt{(K2BuM1G9yBW0Q1hHI55>=*`icoa|d0D
z8W#~sW<VoklkT->8M#pkMOY6=v@SQrzfR$eBplEoJtTgBUbQi$V|D+-DiDG;EVx6Y
zq=7b&E!^;;OmlM@M6wJ<dT~DUWo{m_EkMFx;Eq<gwq!FEYW$-ckjM!1{|!xP5TD$}
z!Ue?`1W{9v;#5%msD0%8AbuUsSY2g}e)Obx0|bT!4Yb@QRN#zU3aG-p0=*vqJ&jYf
zT04lddYx<h#XnBn=ytTMm4H|7mt5}Ew)3f<oZ0-zOZ;;X(2i8ME@May9+7T88y?Q!
zE7SO(%Ap>%>3h1<$30Ig9d`VCqJIktXhM$P-##dmN-_95XmmKVQEeQ|N{Pop8VsO1
zyvP<nDF1{~fAm92G!V%CYXz8uF@laBfoHq3Q(G6k3!&JL<!fxYq1NNIx2t>!f3&eP
z6?U-h&s7&e+aSrGFhCRbTdW;#5><zJ-id;y1WX2L_DevZE#(Pa^Z<`&J0K?kXlDq<
z9H>xw`Oh<r!g-u&?T#;>0iePKQQlcV8I}WRx=a9J$>k_mN-;2c=;(fXnu5R8IBzG1
zk?!IFB9@XdXxb<}444^JY{7*}sh@JkLCLQ_<@xO{fNca3_<=IuN_eD#EOQ4D=^nPs
zK#ke>YF|=P@W&cbMsP44teQTC1B|c*h<Ak_sX{n1dmw83c<KtWTZzI3n=wnk1wfOS
zmP<C(GH`z(MFuBa!at{19PSyQJ#;uAdI8*>>Z9+h^y9GZJE!s7!63?uL{zRR5s56+
ziHrWb$TW!Qw-5H~g%E65Xu&XmyJ9G+bsId9(`q6J+#Wd$>+F(H(&oc43D{4?-434X
z@dX<qmb@|O+X<iyw-rdlDIi)Ig7P&~1LhCq06A&+VPIjh&)J?zHOi~}_}i#T=AAM8
z4KRoszu*O%5~K;a7G;X>kGI@J^-_y?9e__(+c_Z0hOad!{M|CHP!RGSJ$d&CnV4Po
z8}1*VNUIn?@y&00vZBRv{~F}vgiI25;jCQP&|nBHizfKWU2!oAw4wkDxIOOO#Qx7#
zj+cM~Z13^^XZmhK4f$MnaDLfd^5n0d{3irKhA#+O^5)yW&-Kq4^&iIg_eHojVt@xN
z%EdBp4#I8n4gdQ;?CsxPm!S!Uf4UUoW5$1;6buIZ`4?|W<DZ!8_H`OWH272!JREuO
zU(b6CKXr=sGj#!E|924ZFXaCgbtC`gBma8jf~W9F@n3+|_HO;@U$2S?x2#u+|8iab
zKnecvN!hw8BL2Iy|BU8;3YPz}wA(MX;P$4xAW(OkPyaIxy8nMk($xMxz9f6mKyf7P
zL+XE7mm!)6ICH^`nOV>~3GX^K4M1PAZGTPdAA>r23Txtp*#!kT^#~+-c>BM1h!rA0
zANAY)yjj*kX!{>l2OQQl&cm-hP;?6ib5}PP3ln?TSB|DH(fRmj9?`(Q;NlbD7U2Hp
zWqz)|FN=uKa4K6kSh-o#@N<LL)M+@MdplXsaB4p_eQ9ClM#HJ$Zt4bqMZw<03VcJ$
z#vJ@G*P}-QG@SAlHdfYdH2jbFXgH-E?HpY+oJ`Ct&;@SaNXo{|Rn5Xh+R@(0(ZRyO
zjYg1$Q`W}L&B6uzYiHtSA!A|YXl_9xCWij^p}i1x{O_gdcO{=ZHm=&`!?tZDwc;E~
z;4}2CcD~bE@2tJk#gEb5jgn$5fgBux7|f8zfGjVMjHZyE<r<q$DF^;ZLB&u1bEDyI
zlwBE6W%zXXc)%@f*2w=%*nN9m?`&>s%JtH{&F2QR(^6u6NAv^T`fe?vE<#0+rUdve
z%L+QBu*c35f17`Q_4bDf4G<1aryFAVY$x5uQsF=TAHS`JO?1ci>;ek1(*$?Wtljtb
z|MdYA=t0$?4WVt!eSXSY6fBef`T4Lnd}D~vgi5`#D`_#JF@gMV5BJZfbs$R4Q$4>l
zd{g&75B~Ri!FgIVy|ba;^FEZK{l~y=zaMZnq*b)|xQ)>Ee-H0Tl|+2Qz2qlPUl9EB
zL4PL&_FpJEvbV3=mhXfA^MQkD9C02-<&-l0uL=EueolmXboy@eOuhWSC;JCFVH<oX
z#G)@$V6*>UpL@WHySgh`xL>IKzrV-g10M>TPie;O%KgXhF2ZL)aY3p2|5&DD_)v6?
zpY#2*>i_n;owu{lo@)AUga5k*?>6B>`LtQ`@_$V{cq=3LEckPF{mYvE^}Z4#@S*&_
zaY5@Sp`ZY9U(}~|jk1cW<Ui+2g6sv{oR~z50evVNTwj3ovyatz`SK;Wlj#E}X1U-#
z1n3S$#ckdT(oXW);hrOaeeTZG34<_{qy2ojw6xSXD~3WKU{jj<@m4|7_5RH@r}aC<
z|DIk6yxS=vU~B@^R#<Pt8)GBtKbvx6mRlqFJ%C2y!IcjME%0FX4bqgvQqqoHbFU~7
zb6mbZ0JkU*5n*?wss%xB>~)YXhP{85FWVJXTlU{J#qt`y`ad^+F1rXsoZS;UK)_u;
zYd>p?w=us4B~HKD*?E*u)~Z$)K=LWmtoS`z*bnY9;S7>lWi2tMe6RqoEzSZ$<T<Qn
z3z#b#k~;$SGppgvfUjlZ3b+@SivP<1f=5f>dn+af0<tB9dMN0Nh8txCl4MLu1_(g3
zP>xC40D=jn{5XK3*a`~Lw3kqJ7|8G0x^f>BRo)0HGM&?Po=1^zih&N7#zh$GIs|wB
z%gzcl;RZ+{3IW7)s_luh{e`$*P^BWZ_KqI_t?kIA8{KmCY2ymHNt;3QUd9Fy_QR;o
zmiZHo^2#N=rF)3qYyhHV4O)Y*ar$p58DD|!w)ruL|7)R2{@TQ#$i4IqaMQc9b{N!8
z%n<=BDiqd!eNxr0cAau#ZiIOb5J{RLz!;#*fZ4_z=-`or@;c})2JrxPo7!r;E+F&#
zefQ#c^qpT#HSvM(e#4e*RRca0NaUn(CZ+kc@4^*T@rixITngqqC`Vv|n&fo~Oy+2@
z7bhK*Zi(j-=;ch`fKdKU;D+$R=e+FIXsjQwYgSQ^Bu*%0{PTJitaj<Xvf<vyP)jx{
zUjM_+ttc7%cea@$INbTjc~6sg=^v$FDlINsEj#swJfVYR3Cs#)3|YiJc#{%1Z0N7{
zoA_jJG*qQ5D9df^o~WVdF<PyVG-eP3uKx)x&r62jx;WXSG)v^B6<<6-KFQx~IjPe>
zUeg>|kRzill<Qc_s%c-3e9(&$-*3dON4OE4cmiBnZw=i0t&@E;u@vfs!rIq;+zzMm
zVIgY*dI6+9U?>mt<klS@2sD`TDBFployNLf<w94Ps|%rk$|ZhU9cQ92-0Z%cIL4=3
z12k#$v*OyE2JhaytX32+a-^NRIDOqfW;ii1F*doI*}APVJMVH-@t`F*CYq0Qnzs7P
zqI>G@p&S;m92(1KTKliXjRX<%sg!iRYqlG2n1_+=!Xj1#6llnJ%%nY0hIwv&Drx48
zYx9R`VR*-FnJ}@^INtG{859*P>w)l43)rV5)ldZ@Oe@~$_&k6a`DdVqEy!=+QrAY-
zK)}pc|J$=X1*a9p5&Z$5*~X7d1Yr-Wp=BEb3F`el21mmqQoJCswwdlwJsAb3%~91I
zG5gMkwEn5@Mg^?hvO)(sKyOqevmW=I)q=*9SlZTDN}-SuD7z8ReuizrWeo4-NM=w9
zyoWagE}FPKi(l1`DU(D@D+EGIF%<Rsc}x8yhSN}jswtyD|DVBAuP0S!Y$8|->>UNs
z;%z1uV+z^?-^`~T)JfwbBrw|XCTL$mbXPC~EsJ*q-8WX4zH95Myj7Oous6QGiffNG
z%23+{C7Lq*d4>$De62fy{;db9o!jy!W5dHcZ#=#!1kv*-PxbCt4p@?|h-8u~#q$~k
z8v5aVG`PC^c>vMawI-=M(d3}F=sBbZ1>=-pPvxS~_PC=6WgH$4l*8SHn+<xr?D`=W
zOQyOQC^q$ZTPR>|3hd<#E~qar=FWgP5y<89c^{brW-H_5SDJA^YQ}<s+J=F17m?BV
z7ZRuU*IFHyFY<5HrcL`=p+-qJ&hHM7g66t>jnW$-F<!GKeDTPpUn?=6nLZCgHIFbr
zY{qqppxKI|<&S>Dh!Bn{C_^K?gLtlj$Yeiyd~!H<B0|;cgn9Q~)K_8Zz}Krk3o_6v
z?+gpKA~=PL^KU&?pMzYG8QA%b_sPYP#v~BS;OFmr$7Kx1OmoPS)IBJckL*sf<TWE`
zdKB@>g5*xDYSDU192T9Dwq;IMKhv+Yixp|AO#VfB)d&7}b9H>Ib%XJ59j8i$6M1@1
zffov^;3=q)XDJ(lD<h;|h!4+e%Tq15#{nm-+F7)|@n?%C=k;N>&+n3mXpEC-#|_YE
zR$wpHpd-M4wCpoEBjh}3X@Qc%@I4{MS*u9E)ppUYlS|JwK~M#+am%hQg$DxDj@Q>d
zf%58vbQ<s3%(Se2mHSZy7HJV%8!67tl6F2_!+|{}exm+p<A{ESeSV=&XOG+oxpA1{
z1n#7Xs5XDCX`xP^e=wPoJ5NR~k7#9lEH_Y$NtXWcFn_}SsVAa9D)onewD+j`1I-ZU
z6mGM*)2t90VJT*)Vf4O=;Fg+)-><&hcYX^}8BO3MR{MS%a45vl-AnHw$nGqwCi3G(
z(AVn06-Xag;3h^tUI#LXv{G2qVwBRKd^SMWTYR2AEP=l6R`jih={@3t`mD0|56Zs(
zy3ZLqd);g^YZz64Q1!F&uH`s(mwlEJw*TtpU6})vZvsLe6}X#RU2DwoK~FoLwGNwo
zlU6k+KVPY}*TbO(ghy1G3*4o5u9v-nwL=VHe7tb%`;P@7k@REKlENapCJ89YHFGv`
zcha6EZ1KC%KH}g&eJeyhi25zf;7*4#I+DI3GQxuCMu*jz!&`EryfqRoMu>%5yLG8<
z@TW4kxvThC3-z|{JR|VK-v(WY@1k4-ZEzKr{snFiHgEw>e0h<sbrW<oj@euM99r07
zKg;j-RCu>GO^bGpSap33o%VWgDfhlZTt?0A1(%*tOx=i{Q7}p(jb(hk5=jVUx21Jv
z_Wi_ni+;dC-xu=Y8GZc@+o(uo@k!`@*xbDXsn4I+-VTtstf!Q4ripN1W2E=kU!SA+
zJIPLc)u7_FFHJ(uJ7Ww-ML!iam6pVpxj2VhrfComW=Yfb4Ar8UUhMy>Mk3ibd={5W
z^LZnAAa$!L-^TXt_dK|h=igddrGcaxc#t*ndXy?KIdzj+8AnVFKpKvv*^SyMhvUCM
zK1jIBa9&M3&3^o%xiKeF$LZ(7*+bk0C+@gF`$eM07YJIY4UP+9u8{Z7^b8ehQ!7vs
zJEwyd-Z01uTE5OBlkCmWz+KIWvP9NNnt3276EAGZEp-huuzt_M*tYZ0S0Vl1z5k4K
zbV3@Uf4!Do=8WZZK7Sbgv<a|>cIVrCZ)!QhnHQ*S!^=@dgB~Ox_rCOCarqYShGvIs
zW|W$v;iOIiLD;_PTzX)grfber*w{8;%@|H9!s<#e$e7}pGZM_OBXpNJX05{lV(I7j
z<pdo{i6T~I-X1+fuJVFa&Eu~%<FMaL2h~E9MqWeXxd4Dy+jSPb{Q+=znd1vRZfr42
zXA^21-!7EM=Z1imf+}n`{b*z{k*Rs%=K9P=P0+g9eExdoCZ#;3$AWd-14Jof{8Xe(
zYis)UHTPftf*zqVV@;d3pc!G0kj55$R%Zy_^zWlZB(q4RDd|!B_*uR6&D)#rgN@48
zl>{OE@6Q$2F~nc@Glo1}w=kIn_}+o-%Jl;r>WpzQtCrzdsd-N)QwDZxPVV)7TJo<W
z`~!6FQDyd(u<OLl*FPoFeAftxNVUrKAtduH`o>_^mk)l5B<<$XefyvdZHm==t<~>1
zxqns`0`u(O%l;aJ^BN80-0C>;sUM;n`BeAe_Q!(Y{^*52d!Fw_*4}EQX<w(ffl4n?
z$hRE%i6&Po7Qktuw_NFtktTVXS*W!n(I?U_8?3jC^M=zxV``te`XbFHGYk2EB0QQ5
zwY4|3qAl5tSNf;(G~)q1hO9EdXFopqm<I_@TpouM7}7<pj(3-%UQ|uj-iKoKudm4k
zGD2SGep$n(Raif)bLdZDzhV;gvR-bpzQ<fofVL=r9Z6Q`xIasoWxS$nEl0!AE*dsK
zC}a;!%Nl2aMDE|0dP%wO<)7KQJjHzDZacMnL&!12n$DS;^aKq1ts^{DvpY8XMxP|M
zVn}^`5H6Wk%^9QN*S)ZFA7`%9HQPAo<dJsE^$KY74ghZPX21d@xggY1;0#onewxmG
z_sTE;6j8cMac(x9*zXR<e5pL~QYWha_6?nyq26+ke4$99+??uWQO!!f=?kQZscKf(
zZ;Y$fBs2C+?P787QYKxHL;1*S3CwB62%)@w+B+Rsv)1AKRE+V@JP?$56Mj0APKMxr
z54;GopRPi?OTs;D0lC{AGtqX;x|rm>V;1^?T6;Py_v@)@^UaS}zAm+)9)yWBHUqRF
zVKcw5dO`{IWC>`Tr|YCm<5{T#J&I%&<C@Ql5FfEjGsWNheo;2yQuOEQ^}q@RFUL^o
zHH9n>+#0HHt>JP6cIBUD)rM1~U?LaK*6!m{v<NXe2dwA)AyiXMazWN9C*}M@7{>L!
z_pomW+kIA#17+<#ELRiht5uoT)^7(^s3|LTOz73(FBELgu;&gEZ7AYo6W?LCd41-Z
zjMc>|z(|WW)BiSbx6ht{Y&H$0rMnglocAF?^D1-SE;tQ3h)B$yIk9E-a8m$N$ZB0%
z%T!!v_7Hir$59))GW&)h;&`PzKz}wAJK{QMR~Ic*xn|Fv*0npqdinLwK|)Ipf!BA*
z!11YUp1`rxJLT>=M4@70U_Pq6?m{@(#sx8Yp;u<!-l|GGsL86<e(MJaWAR7?Kql#A
zQ8HxyyY?GNaO{0y7#%~7g^i=@>8KDUxk!O|j(GscCJCl?$Xb^eXARwsx@cw1%#kt#
zrMh)>m6czHD`O*?tBb3OwR=2H;=j+R>d!dGNN6D@q@7u89bMxl+Sr<Sfs$Kgv9p=v
z{fjHO&R*N8&StErjbMhF)YmH3!zqjGH3P1hhed>XbP@uj`ph0G*q%f1EIq4#>PNJM
z?9aOgnc|MRS-igDOe^D+`jIy@=W_X4>;31@k?}f23w3y^(!Uz?onD0zB9>0w;d9n`
z!kJb-)aTBL`N=>Ykw^E2-}+C~K?p;yIO+!`)N^io#7qVQRK#{~O6)PFUUBRXn%qWI
zxfm+(7Uby*JbUv<W{z=np_)iGooVujs}to>$RdKL*mvZSlqu;~25SVQN8OVq6GHbf
zc61fifP+PwA0k%=83pPs`tz~lCB<_D_`|fkoC<R1e0O4W)hdrPDaMI!-1&HnFR_!{
zyx9^JPX>Rr)=C@6@Z+HhHlBR<*-knYL48fC!?n`nR`LZ(cJbQ&TgCOBc~|2B`=Xe3
zzQj8L6lN{)P2_aio&<_Pbpl)lya<-#ci-v=x({fvC2_MBDP>AR2lCGyn$3%&!)$<p
z^6_%PnlYjx^0vbYa0xdxa&aKA;lDKjJM0ol{1@E0D(jx7My}s@alI0dn@+eh^ti`o
zHp=Xr<T2=e239EB7xJO58|#;wA^B;<v3jm^&yZe#_X>adnyHT~W?-Lc*5hVV&(3zm
zJo8WfyK0wl_IqqW43F}=I~5Q|d=oj4oBVBLaew-9)vU*Gb8bPC2L$>kbVFYP5bQl1
z4j?<yG(ci~XD%kY{@VCV&!6;8BF$)3^(9~Ul@QG(@6X{+4)P%^s)~MKsrYT=xg!PJ
z+v5C<HVbWolrlTd6itg%X!vao|Dd*GL5#|^)+xM-Qrh$$rc?X(T;mDk?NT_0$|H_!
zFv?}1UeTi2DKDg&ph2H~rlgafF)!-PiQ)jUk&I>nmNXs%8)$q+mMe|?@fo+#DRUfE
zkmftThcFz>;(}6x%)Hcmo*9yF>v?M6-&_Ax6;MMpKW{r3$s=x0^mx#s{f?0J4Dqv!
zv$Ml4%)VK6&pbhy=04ZA4j~-tg;pjs>{85suiwsY4Ol=mW<`K9DfTW+?eiJR;*+Mj
z`D-e3#%A&+gvKy&jTQF2{|3?GUO;xV!YTn7`Kw!WX4<F@t28LlJ9i*Xw@EtU%rzxI
zx?68oGC#On6jdn!#p`rOk>z{Q$HOtm#>vK!z4H2#!N5aZMhMp9XZ;Hgz*<rMv|KpY
zR;E~A{kVOKsE78^bGlB|5QE1p>6FY9ZLJ{EOrINJkS&Xa%h4yx`XwhB#Td%db+dK$
zbg*oxH$U^`07{#A3*qsHKgW)In10p=?akP2)1>;i`!4C8?}UU|A;LYoDI~RS-3*mC
z*E-wSHl5$)EtwJ*+c^^@r+SZn9aUG4btQcmRbIm8Pe&SLuxEwz1tuh3xSVTSzoCRp
z6`sI8g@;NjRvn1qZEL1HXw9(pxMgTicJRMZc9p3bHCmBt&>hI#b&YuE1#Hpr%~?%1
z%%_LI4V!zj@_X0|iN4mS>)}&&zLs6r+DLM*Wqa#`df#>HN=<?w8F@1!%$m*~8Mx4A
z${QSbGV2ipgB;#2=pmy+fg>3z%>zXyA6_>37A9O|)9dcvcX2P@rFh93kDL%ZvHzM^
zI*>$x#>eb|B|qXy=K#v9Xv(g6WfNvP`R+)|RFO7HXp<jBkqT~%PrGs`jS%M?0(n*k
z7@xQ&Z(zkgs2=y@;?bus`uvE~joNp&h^|!h!2H|>xxWwUxU?kpY7Q%2RV@he1xJ5k
z)lhSJiAZLe8pMH2Nmu-}0q@AD*u4E%oG^pw>vL}Lo$j{KDydnXO~r&ez9>dyeV^4b
zI0_KDyRn7T!snZ;5b3=Btn{;u=o>00ecVcMyH;G!T)$uO3}D#767T>4Q?RV`J&_vs
ze$s_We}ib9pHbc}nEsFgm5eYBWSbOO98=CjngmQt(l<0(1DCT`BZ7B>#mRe=Gig%5
z*urv3EcR0s*TW4vtbVLn`(^`d#!LY)0U?GaRvo7M?@(8B684ZeRNV-<{P(Oc;<(v@
zGaF)IR`sVZ{~oZa+*_*>>v@in4!5cwYkEFxvr&^{3K*vmJJoE6o89CFsNaGNLYj}$
zn-)XJDh9sy<Yqh&>JMsjL^9gClq~1YpxYN2+u80l>hmM>W8qbKQ(_*_>+Xwk?Kr>7
zZHuN5Kbs0*qFtVR-+N>v@*%BB1IP-EkFY>~LJC57hpPdWF-`6T-hJzsQn2liZ?}G@
z&I_yx__o8*sbA|W^!?H4^#ngcj9P&tq<|zGHId&YgDR0W(T&EY?<2B8CNGu&YGMk^
zy&&^pxTUK|Kb>$nQ=*3mqx|vryonk)#f$(^vFF)M=H2*`!Dc8{B8{=#@{PR!gCsXi
zIO?}BgOJ{-Znj<6<Xko7Uw|~G7#^#nj7TO2lq#<KbBkMVtvf_{uDw+9$b8nTO;C8w
zQH@8Fy5sX@Gp5$KL4IZXCq*G&uSrre{#>dI!cs4dPD)}Nr|3et^udwj7ydS;zQE7F
zV|<Y8wgTCBpM-&FT71z`#_@gP@@67hsyl-Pa;8#qwnAc>loCn3ApWYh37pH08U6<R
zz;c%Vlyku>$N1KAn#(?!0L#e*;!Ae;rqIU19<WaWMpT1(NOpNuBvdK5RJ#WnTY^ki
zl%^wuB?)`RG6gFmoy|2$VS9JlTNlC5#ysFEsNeJKs>Yt=v4Zh&%Ox=1y9vMMIKx#|
zm-A>*qj~l)t+C91%ezEK*iD0=fMI?45o1UqY^CpJiTR-F2D{v%6>Bas76~6<P7+7|
z(^mCsVP(Bqo<#V;RvX-6YhbS}kBDs%REM^@7-G(rl)<~;cl^;r+T6J>C&Y#TIZ+|A
z|8+(ch%lC2-=ifeGec5$cU%!>D%%6`71Y8FTNkbUvXM8hn8*0I(bJ+=Fr)Lc$K^4&
zh0gf{lq0i*#ia3&cQRQ)Os{g_F&PgqR*6RV;)VTrG5Zdk1?De<x-zK@8tLVb;<{MO
zb9P7WcH@uoB5+7Oie-r@%nsq-!Dk>?#FfzH>08ZiHJ@*UP16q>T{P7a^Y)v<mP;tk
zj4CslOh?)91+m2XgojwT^@emt*he~*1Bm^q7w$9ieme>eG%2*SkBm8Bb1Di39+TGo
z?_g=a!+IqjqkhBMV27o^29llSsQ-gVZlQbA6{R5fn|UftgBbh0#(SB$dKp!YUwK1D
zWYR6E$A^vTB&P;ad*r0etkPxI8%|ohrd&7Htc7#0=w)eDws(PXi$3V?3liRCi?63u
zB^+xw+fW?45+co<XKJGyjN7`h#O_hb0Y8B?1eVXNBb6@);4SgG@K{bmdQ;*Lhz7t(
z`yz^;^o?+!@5aTf4B~jhNH)z4Dov;5%PS%Y2~j_T8LYIa+}C@^*VYdDR@acX15-B)
z6_{~u+&5DOZ8t&nHD~)z5X}X6YR5>;`E2bd&9E%F&3C&-kZTp`(aecG*n7`EDJ|j`
z3tPg&IPM`DQS=H4o#*hP%O}As7X@|L8FIy;e{=AQ-8yby_F*DTgQ2XeQW%}nsbyvO
zh7|tl_s`yBnYG;yP`@P_gw&!ch#H_~VU01#4+d5OkAGopy(0onw8?go-OZB)YhmAP
zRuJ5r)nCqU?72xCU&x2iMVJ!vruJEdM@p!TUQAV%{{+`C+WoH%bk4xlAy81s1ms;!
zvm0;tB)ubg1V7`{w<jXNo}*@f;Jk1|(Eu^@@}*kc`;vI%*dJlue1oX^Sx$c9<R9um
zymT>45j)I_3MGSK<agJ_8#GgY@-A=bslHe5gSwLJd9729<y=?E<F8KkTdR+PSr&Ao
zmG6E!1~Bv+?>}j7%pgcMK+O@7>+=)JX3i+nd^d0#kfc*v+Z0y8mdc;F+}CNya;!8P
zS>BeHha<C`ewAt4*5YLSo*l_(kWhW5u-F`$`DuBRokO2syGjXo43D<Tbk2&np!M%e
zF$0cU{+~}j1lZ4vbwsX?b^JuIV+>j_HV*qXpPJ*y^wx2al5ytrgMHQqt`cQ?3lD4?
zXQ)VxT`Q$>;?HzBNHgzp_~M0S*D<yvb}IsGzf_(z4&?(MzL|Wn+<Ncrz?J!R)5Z2H
zuLZ{~fdZSFY~-}I5x1CM{|cKF1v6+@s1UI6#sy+!l)8^s(w+%8j({M{C=1exYzdN!
zwxQYU@hZEk!laI0^8|3DeH4>%Cnn5?tWG_eQ7Wa%ia;oX%yU{Wo>*p7d7~%6Iyfyc
zC{jZmJP&7ZLr2j&BI^f4sD`g_9_lGR$ygIi22a&~2Cchq<tT%MK&(J>>C>;nq$?+n
zNFmOO4LewJ!XDt6KdFHqCaZ-eipYjc&ycb480@o(bgKpg`n?T8k_wV8#O?OIJ@Wp1
zc}ar?P7kuYZ^f9|ZEfLq<B^~FaXsRg9f(gL&SD=OWO;9$73k2;2v*`P00#RCCP9)w
z2s^*=Meg%5R!9_T!i`_CLgHDh63qC02Mxvo)=_G)RT16NnnwC!JbHT@2ia_q6pTZ)
z<p|j4twCsSzV4D_nTR&9{lroc*<n;!S@`(?v`p(acV=GJW>+q6@_@MOUOn>-&t$#$
z1&=j&$RGor@vqV3Hl2a8qhV44#*X=9Bx4MM43hee1QE<kI*~Gz9thBG7;Z%J?&lF$
z1*m6-C73_1+tj7&ZGjN>bJzpsmKgdkM4wonsTwikFV1fj*{)ss4#p=>c6)Huav-X$
zmk1z8$Lt}Sc5?(R2-YbzeuL!Zo3{(8ZmVa}1G5Xb^qkFsKA4%@vx?+>ccnvzFi_mv
z7~{SbJA&HzT9U!Cd+u(uo&FSQ8Y*4QO5?}L&Vgle1D91zDcGuZK_p#A(Vv6J6IAxg
ze;^WWe0)35)9cr=wQahaV`KY1xK`y(0T+SIj{Ou^)t<9tnr^`sE<#E3PBmojp5qS(
zuAPK?EN_x-vXZxtQKpx(es|^YWe?nV=r!;tZwFX1wB$BTfcV#5Pe6DaD`iqJ(aB1H
z8&?jQ_kCVUbv5~x<sb!PymO=<qdehQVXA`mjuIa@d%6Plx1qYh#LwX_RZs0%#<d#E
z+OA84%J$NmCwbL86UHXzMcuKQ<B?NvFdE`k=O#%LX+D{-AYK&)St6SbKfru65*@v^
zGMp3VpAsWXDUSMRj3xpzjbG9Pw!bc2n`Nxz=^>du*OuD^;zJ|#KcC5uHUD8qoC`oC
zaqAjs;PN3+!;IDnI1M0o<J!xbVO-H$?+$QCSG!nS*)WbRt6VwZd0z!gPn40Dy+VTV
zujz?g=G{+9ydX`#cQQCKGXvhVNKnD}#EFClsVL35n>##)dhAjWS}TaD6j~q}7NUYr
zaHXs$<YK!6wVDFEJuiEwD_c-u9e}m%-jMZ}r`ImqE8-t_-I&p$1NzMpU@%=4$-tsl
zbDaS9B&e~V{B&kWI&XEOMZMs*5AmWDFWm9o8a=<LDm5s<iFvq}X=F8pUYm7WxpsNE
zOuYq)o*u`W&y2=cwBdVXsI<-Y`|s9Sa#)1f;n;mN)Q2LCznb0oyQRD;0l6?6Y%p0N
z`+hF@!~sWew+<kQ7#q?0g02U@N{~uFJReNg=krxx&`G*fM;yo*A65XEeed+tPtugm
zCiCUl_W|)}nca~KA{S;ULK>y(PpJh1yWe%ygjbeVyx=y9{SdugPQ=o48$bWb|JqRi
zbO}I1cop%hpTk2Ukb!=V7CQj#*gTjR9|xCfPk;hcxCNj#hGUY2e6Z<>#<~A^96+z&
ze$)mKGpsBveG{Wda&shh{2nJ82<fJYTK_OEghf<mX?5!IC)r6_I(O2okcdb~K(Fys
z8nSq4WEHEV=q%x<MKbZxowOm(0gi<w_M(4ogc;JvaR?;yP}BE~S~`YHrR(o|962q#
z=#&NZUkbJ^WqlT&b`JTkrkBp<-M>bMnOFL2(cYv54l24@1l(NzIWPYz{;pxC?AL;7
zMhC1YlX2?+A}&@umtfV{n|Ln+|C5Qna-jTtc-qh*YIy~;>5c(GmKT8PXB%Q?LTTB5
zSqjlrP3z>b=w3jA0@N;eF=NR29`Zl;(t`Vuth%H6$f7y15={`lIA&TOYvRjr3`xk+
zQ*0Yzr1M})RgYu`Nh8D)=Z@hu9^*26A4G67V>e487H`20Fjda%q^`)WGp(4vqjzqj
z7mF8S9stCI3`zyWcs-+RCR7ohJMtUQ57MVSA%El<)!QfvaI!-81VN5>0tsms{7kXw
zjFW<VK?~{-$@s*+j(U$|5I%@l@LE+!2;J@s)BE=;t)R0Ve<<WnBAIihI|6Tj>JGbZ
z?IyVDfY*Et7{!;7@2~0`+OVX-ZQHd1g(RR0JOK#9fR9X-0rU_;Qz~@pLW)2Y=f|S@
z1n4E;jq3{y%}3~LJDbPI1Z?hcEq-E6SPHnuW9yLpky|U%S`N_ua}3B_J`KJi*Onq*
zWC(I^7}X)iBF~Eiu;dWq(}mjnMMC7kOkm^Pk6rsYVxO)%OCsfpG;+rcH@7gewRxA@
zG(_uoK++fm;&k3j&LH-N)s9SJxYR~6aZ`=eaB0X3_&;tYU?5n*l^kW_j7iNzvxuVu
z--%pvw6*SMd2zp`e3GMPgcV}p`Q7>p2=s3Yv|W#z!L`WX=N*vjef<W9?A)(_6nyUw
zypZod(s9^L0VA-yZw1s2KP9%BVEif~R?P_5GzIhs&mVqgt&%^B72fMCzG*WC%@SaG
zCj%L#pGBBnz-GXK2XqrwO<uubcSI6uUr#w?mBEhyn6#cv{(D;+zZ3wh&0O(wmwY=s
z&YB5A<1bv*Z)X~ux*scw?5eNwwj<H|2I>7>Q|M4coSfedrI3qEFZ4_LEXmL`k!@5t
ztT1NWJmx8zD6#xeX)*7!7_MtGsE<i36VjyfOX7j9X%J8r`s&Hz_iKwglh|v1i`MpT
zM#U{;t*2NWd41j^9%5tW?5iy9duk{B<7SCEz5)|ycaqP+2sM2~N7~Or-)B0ulch91
zKdJO=!zi;Q#btGUG*fS{H?kOdret)9KYb1Ewpoug!m*Ovw06XD(%p4uxQqN&Za5mZ
z)uS-BK_D_XHHB1j0a+(lXgD;xbRIo!=R6!BvIVK_O3s%xA}n(%PFl#hGeOHwwzTTO
zA4gllB%rQ8QS_68L2{r|NRiU0sB6^?nVbH+)xG-L{Hr=6vQgK3VM)#PMCLIj>v^bF
zg>KAA);(;>P9j=H$eMe*b^X5zlU<K%9sRfUjAvk%GT9KEj&K4FLP>qV4K#~Q&=F4J
zth{FEjZU5~VD_7BZX4Y+WBy6<AK3vrq;nI-ej#V;k~<p`-Y<}(y|aL7$z-Ter2LsK
z7f91E%RbcSnrnAD*G7Jwi3ju)=7GqrhxCU!ss@qyZe6U^={1^4I<y~rScY_HGW!b6
zxT~jyWRm9lT>}{c=}p!QT-#l0$W5*XRs|T64n`Sxo$XgaCP*ll5}$iwD8iRPDUm2J
zoQ%iv`FV>9&hQK44F9DnaX?W8S7(+}ZhjI74CFQ=Vd)zHhodCP%@|^?2?GrXpM);F
zy@x|3V)`utkZKlJus`Vai>!F;{nF_b|G{+PzjAP@#Xl(N>pf<d005&k+m@FZykuCF
zL@Whx`yl34qHQ<2nwgTQaBN%(GmqyCIE*4~9%3)Om_KU|--A(kYInv<2*N(1%7wKb
zC0D)c|2HNNA$4o#!o`s1L75x3DiSYnq9~42sn72$v>tphlx|F20tz3k;O^vp^LAyX
zZ(O_0j!P{?4;z8aXYK@nnAf9@A9*e7(c(uge}Cl~b3It;-*HagqsZyMFQ2p#xbZb^
zi3*pHazXnUw1>(UGw`lo_(X#RMhUFAy;ODcLmFo(+X={(D&Md1*<0PM=6C##4T~6!
z=LyZwY$#-r_ydZc`)&)8j8MuCt@ZSM;lFpt=d)!=jX1^>k6Lmu9XgoNg`!;NX|s`Z
z19}9{gH#GsHazM%vmDqV(JQ|vQJ`mbFH^PZ*#x=UT+2np^D%hit525`gKaJrNnsZp
zx92cAj#jRYMhlfPt<xQJ$uG92Dh;AyuH$*G@fftYzb!A4w1N8j;-W<5M=WEzTD+EF
zv8x^N8;JPLGD(N^w={O<=P)*BS7~2W;2+zM+pwZrA96dmK4P}%7<iS5Y4S&;`P?zN
z_FHxh>6b6Q`olde*V*r*UYt$);qTnnIv2m_dupn50d8mo?3hu1mCByJgqn9k`M`y#
zp8GA;TJG+A+Q^z)J;y`~2F6BSp(e?&yB^Q{^jn)fr=z#!I3-(5j@1+H2t@0UD<HCD
z2TxxmN+Vwv8)GA!W90)VHGfKuhmJKVElJ0F^fk?!0dVN1-tc_wUT%4a9*c3rA{M~@
zWx-_W%WI;WfH9=E=mQO$`efa4+}g1b0$&FXw_ktLd^&@2M<Je}0Z^89^+bPmXSHH=
z$`IRpcr^D-A5%%q3p)TgjL|v_dWeA<fSxYsyj-qRbKuNO?azLI)#SN954|zquUYHQ
z+@Q+2d}pJP1uEV+(;TZvoNRlkDf8eAXMXf%6=T-fIQ!9Fro3ypMx5}K)84XJ>SOk8
zi-W0->*Sv(Rc|jxIGQ)<$j^3uj#0nVXVWnuax*hfwEuOiD548rgU7h#PZ9+1+v~XQ
z{Zf8qzaiPmg{;bPdDgb?ziEmfGKhLGtQ4|%&B=180s%*2lQm8C)7Tx|z`dr8Jd6yL
z9wx+Q%XuT7o6YgUsW{z`$?pn5n)$@Su(~XnFTazGu~L%?3sRnSl)ZUm{Nc%N*E6Y$
z%VWWGKZeFk*2m}+==|IU-P6Lw%IhcT4Z#<~+U>ei0|FyW`ot!G_#j8f(?UrCgXxWY
zBlX%?4B!A%ktPY@?T4OVKKTn){(07nd!B#N-H71P6MO&Nr$z+gx5|z|?4Nno)?#XK
zR9ZPl_FzD{8RScdp-uR~)xr(cz|y$JQ~&Sn2d)D!MM8sf^VA)j!1J%?mZ|HRdU0M6
z(RIj8gTI9zqV<Q-QlEF;J0Mnx`e-#wWrq?%QkhOqpx^hjhD|?iTd9#hiuxlu&IBSo
zjDoCFzPu<*KH0ot@M=n+{SeD<xQi+2-9ldQH;vqQ3XZ1!qPJcUW{u=7o=4rXCfsl0
zG+SLimgA+eRtqz})y6>ztr-@hI4?{!Y+ioD+J5kwbMfj+RlrG^?9F>MSQOTxtm8A+
z+f@|fk|=Tf8h|4oM=I|(q4G%K%Lo+=KJg4G0347+{*#GEguyYLwP-G@;{NH07potn
zqJAuf;&H}%`^7Jt?E+?O>YSaW%Cw;EuXXKA8$h&5`0NFX&JPCBpYVjd68%8q<Z91l
z3?&{z)&`#2d@yY`%m!Ec%KVkQH0=9hG*0c$W>~c*O&LGzSb~I+_i25qz|dpCC5PEP
z=c62Hf}oh%MTZ1Ze-qF;M~?OvDYs=1^_SH|`bvI*osEE>*+{}J-{?rDlV3Ua{h_D6
zK(!v`87`nAPg(uE2v!1V6ITLcIfyu=uUqcHCia`uk}bW1Vlro#m+;aFjGAzzaDCNr
zBm5|k;merrh(8d=NGe(8V8C3m<-RUqlzabKT+mJ~j@`kD_U_Hq0TIRN|3lYVMn&0$
z@1B<K?gj<vloq7RqPvj>C8Qgqo1qcJqPs(B1}UXG29ah+sj~;)^IvD3b<US}y&qWP
z6Z_fwj_dl}joJw=*!uxzEp8n<e^0hU<MEz9fQ&H1Q!<PsES|Oo+sNAwc%l)DM8qZV
z<>WBZD=;^T^+Mgx8~y1$(3v@o2C4^G*e4kK-!UGxiQSdvzW<oOKBzX5mWA2I&+%FA
zu-8H?MPpbAuVeXbeuA>I^|)6o9$T-yh;y?YHVtchn~#R72)A6Sx-|F&{m4Yv-1NoT
zAZP&-%Y??4<p;R#(AnMVo#!E5?wp=u5ubce*8Mx_PiMl7dyu^qebKoHM;Mh>Ij+tc
zuq>a?kbd<GExJg&m?sJ`XIr_wUb^j3_131FccB#eP8I~fm1}&Rf1!^CBz5i&4Mv)M
z>V3xi!7u$`7siFqWU)072SSSfOpNv_7__-N!`P^NyxffO@~*?Y=#&ElUe1&*F2#>G
zbiI6AIuOY#q8n^7xxTFSb$Yp%A9saaf9Zql{I>zgy~ZvIp&W<vKed4G{qf_&Hecxb
z7R85+mfe!Ia}l~rBBg&lSvDKlr+=6AGQ5u?uv1)4fF*2cCLV7P%6)hA<Bb4)Di2G;
z=9OPwv6;S`{TH7eypphOa@NpazHeB*Ck^S_^*$#fHhjKX_*AgBJYU+T$i65S?SLAS
zuUTJcn)uCA#q`%4l|+6^+?T26`Xac(z0i1Ewn!nGl;}q9E_<WyD>>K(R^@r=1Q+~+
z&ke1ysP%3CWVC0>FIk(q?={bLGlBF;%ymZ+2|JkLG}VI66(1q&Y1G$>aQ$#-dV6A;
zAMn>cr_v(SVY%^3f-oOn=Wamf5sC~^=pz=_a#lu&Y2B+dRzjly#*yDiOX%bMlJxPX
z*-KX#Q@U*U{kMU)XMt<-5h)fmIP;O`K=PMCjWYi<N?5rOHzvkcdv#IKNG$CaQSHSa
z-41LTKl3gv8U#nkJSbWldq*g*RU}3@3~_R@JPD<8j(lx>Nm(ys1$~Exa9O0!uB>rb
zUcC<Qm;!UBSVd=s+0UUmjt~?z$5;|c?48dcPxZ@DQRg?}c$}f6maPxRqyQBnq#d#F
z`vzhzSLI++;M8e+TeF~V;0Y<ufI6z|o|cI0O&4pj${8Picl&enMfZ!`+Ci&&c0sxN
zH@Dw)&7LGYHwDYf?u}?+F*N5WL$}m;z64)&^<Q*yz>RD|X>LCz=u7zj#Hh8`M6qf(
zsmD=C<S!qZB6xCk;`xY$1YR;7Tg$^Tr6n&<&8)N$MUpo~r(6RAI)P)Y#EePxY0;f#
zy*Y^;14LA_d;sOKS4z!>uH`TIF2d<6F?nb@m8#}f@74PNFLG#608B7H7}-S6g}26R
zj^EXcNnGzSE;sKEA8x20bFnp!)PUqc;8kCsnTcPG^6c$8hfEit2x_->B6Mvol9rmB
z&x}B}sQ{Z|)PDZ@A#&9cijen;=HfKzwC26H++l=L_*4r3#GTy^;U4Hb(VKZkyF`uF
zNi52Ko_@ZEJ4+z-tVeMp|L@O_L5Ghc^fLWttTQfp(;`DbwTrvXvTsW23L<^Ir3Ig(
zy3rdo)5^B`qGyv(xcuvlpJ?|*$Vb%`nOw2KfD^r4c4H&mVBW<K1C@A_oDdF3AH9AI
z%rQBxpo)bS$ts>5L&evWw@8IXrqpGBWP2MYdTnIGQYPRzbi2>?rjBcJO#na7G?Z=P
zTz?&qMnG$PIi;bMHpR-M9I8cA=Q$Yl#_qXNIfV-0mXh9e)X8%?!fVpGI${in&BByC
zES6=g8>c4wK6J+!8%IC{h-%|_Fj8OLu);xoK_yZUzvAdE{DogVZy9}q*8y3*@fK_F
z*nU+}qTRiZ(wRDm^H%gG)ifd%LaU2X^Yk&crLKm`qm(|>KfqZV@L(mg9?E`;*_Goj
zK=2qpBBd2ihi5hvYwe3z2<w34B>fr(>bV64H7quPVn&m;lxE)#LMQX6vlQ5`0|d_P
zPy$2g4IAD`--AR_5qB!G9endSKI^!pqrS>nS&9y7(=O;9K|8+}8C02SO?G}!WOasl
zg7b_KANYEzJEN(m=(e5K9i{-<ud{#J8!u3`wR7Y%8bIZQwr&7C`094>;Wo#jxA!#H
z>AQ8p_V>*FmFC|SP_e^!>br{NfR+s$yPLy$`+Ia>H~l@MTgFkmY7fapLi}2jMP75*
zWonFbHAGAht=AL8g+SK|^Yx~>x!~Upu>(0A!iXz^t_tPI)-m+BUy%vOyjjn>|9z@Z
z!xJ3d5jK|n$-9_(Lqbvu$X6J?f~;<m_f@Nofs|QaT$x>m+E=s)$ue4J=gJM0n}=-G
zG%eBR3M&<wF*|T%vHN=gl}DtkBLyg4T%+llt<Hkf@HMv*(*tv@=;!Q$o}hV6+o<o*
zpwhJZg=8thwl+e|(3XOxLA5FNzJsnsLl-vD>f1F|NCxA;$!X(D1xgBr?r0^~)y7Jc
zdkjiYx$@~y|CM`hpTZd7-k%8bKB}AYi8f*GFD3ept8kc;-~N?>9&BK$mTOpq4Wc4;
zBJ%C&Ll5HVMj46p;kCz)Ze-8JdvCvmpG9-ee|!0Q&mgoxl-!}~JoUNeVJK#=?i1Xe
zJi+k&XzhCY2}Q>P2cqV<mgO%!$v#&~-*J{!-O^WhV{TucFMr9apXB!2nAI%}8g^-N
zoJ=;@v>+cXsTH~u@@N0BGhe+5Bo4<%6~<M_R`e8l2fg0~Xs)o5H$z@Ms73)z)1#<g
zDG_DEzanOz_7^&EJW@fjHj;s6J>j34=}$ys&vI)>W>oF`!&Wk;oKX<p^ep~c%s?$x
z7E@r80N9XHwZ2j~DDLc?+0OC2PVW5ebs}u6T#HJwuOgBDXy6KDDu$I&h$4zTkwQYx
z1HQE{NSxbGVCMO;ggKzH$Je-?tj1TNHPm$wj*&vs*DoopcXP;aOJs8H&m@jcj&F`x
z(@%IaR1`yz*CcCcZaU4HlSOM4@O!jSh~xmM4JnZi?L@X#^Rpb$n%y^4m!9dEB0TxJ
zI;?k#TQ8DVLUGlW`s%Gas7&^^{W@n^y+>_i@y<G2G_UmIw?V2>_r83?#l&-izRk9A
z^pU#0XSLv>=Z=bSPZ%M3IT375-Z!Ko&E3s(ttyqZ*%;xW<Z7^C-eH$EbZIPs1e~7p
zFX0n@r>VkY6>yf_1Q^SdhMVkh`#Lzf{XQ;F`3Mpf8&jIGJ?7^QmTAf6a<@-(Ij0n-
zle1flb!j`Q(67&PfE{XJQ`qAK5;%laf0Ct!<O{WWu8s<q;OW!dm2ormX;`pID-@K0
zDTIMTBOi+<W~6)=&nDU20Qzjuv;vxOgLSm}u291F7THO6Uk2!j|C}Y@?36L}>49ys
zP9c$;r^ejcwUF3rQwsQ48$Iz%-tEqti`b8|QvXzeZO3+MOGhR75OP3cC|p8&Z1#T#
zY#T1U*Nug)={(;iGR0&%bzfsjCmy5Y`ePork*51DBE!T#D>oE61Y?cG2wD)h4jN@`
zknO6*ZW3jxH~60LoL>wPI$6*OEPkCfF<BI0cJp;_@!V~s<w~c#d3DaOb`w&0@1jrj
zff0Q)#QcztXU$SdFY$wA559|_5}M<41`poKIpBHF#xa2a>3r73Op1;ceZ9z}>lSX-
zZ;RYEAr8G%i`W?N5{K*{<^2olw%tL(4-88UpDXf^EjtrXq3Oc99vdCwEbw#caF>ds
zNX`SN(!CF+!9eQbxDnR%)zNU5RnECB7M6}%_x6fWk6I<D+(|KC;@-9eEmlsOjIRxk
z7o$K{$(jFzYj1`<$vOm-C&y(ZO!TDf`UE#wXI;uLjv6HL<5)Y}`NtAY2G+i$K!@6A
zZoZf~&NKP`zL*E1Pb=vW%mK&3=p-MzN_$+JO{dE79u|o$dKP$NFVD<szL*oHYcVCd
z*Ly{B$z}eRM=g9h9p8~8hfR&1@(LsvI}jp|pstcuKc>&{aB12gFa6w0K<lngKlR4&
zTf!J(Q>nIif~+SJ+GoC|Kh3yu!5Y*-r?a*^WSPbPTgsUR43o0SLO#|zj8Zz^;Ili>
zj$wnlThm*CHRom>&>J?pertDgsd+`vbE_|M#hV`3f+o<-BgZ54ak-d>0gI=d3gVow
z^}bhI=ycqMvqTA)Nr>0SJ+L+Zj0a^zYu7l^O+km!d=Qm-pP?b3<kO;UcAxKjS^w)1
z=tMTNExH_pv%2#8n?|tRNv%2+>#5@VNCniqd724X*CK^M$V7x_kp8tDgsXk2Ka-TO
zy$q)dzv{_L5-p~C>MYO!=D4l2c`wE(be0uWs|*F+YzA6*QSXezqOW+Hs~~a1ncx>n
zn6MmH_;fYK^C727_e&-nVOL#3H1N=Ol<(gQUr%}7pXL)tAj=)wcjVo;%%5ACA)!|_
z6SZ&12<dxk-<=T|sp_0~{syT-^|I#0gS(C68JBkI+N%{Slk^!gaS}~eBS^lq^TsrC
zo!uISBC%P{F7<tR9RorB2-c`ei~fi~ClU>g=g<F&pS!UZs6g3NC{XaJYMuc-a&jFb
zoKtMko3nk-=6PyOJ7-Es(#2uu#xegUzTqUzbo;Mi3GthVO&=vjqG>keyv!RFCBYDN
zcJ<FDL7!D;Q!$z4MW{cr*d+rg55)$aX@yDx_g+oerM{hEOYZ&g5Wy$T+s>()d3Cnu
z!uDMrDL#@s*rmkTTJGY=c@e0?pFieNw^(qCzGnwv1Xf?k51Gf%r_Cw?2`?+E@z|Y1
z)1KbG7j3n$GV#3l{*;xXv-7;;X1jy$7?d$)^67@w3cKl-8%rWj$U4{h63+0jnc$5q
z>ZgDD(DmlMWAZ8Y+Ap2w&)zj%-G4xNmxFdavAdCXSg~5{5Fh}j`SH7_*N)rUtU*(X
zmbLrX%5$%BN~=^^tW$wNC5pENoXrco*iQ)KW_{R16_7By4;^DOUauX-<lG+hICz7V
zYH|i~xq05MCkURJ8>&O^v8la5S_+bWS+6Hk*@u3|%c^=D`=FG=%-3!hN&aak)q*gx
zzLDV={pyP~MahNX5<Qno$xW$d^FNFH4F$V2G%6?`T`ZO6c4+2c+HV?aD?!qz{w&V|
zb@h+Srz24NrKWZ!Wigja*hqf{npN9V1nHxF&aVe$9`kLoLLwohkNa5OTk%qt=VxH@
z3lMAoAh7j%gano4^B_&NurFU81Y$M}exv7#cMU?iJ>tD3zT|n13F$*^A|x5;v-pek
zLga3FRd0_%l|EY0GZ-DA=_Ota6s0G4Yt9PbFk&UYr5biZ<&BnI_SK*7!<VC8E>@AJ
z?a5o%_+Cao9-{oVS48<;g)O-n3yI7eyT*PKQ0!Z$L)Qi+8%nwZsYY9E0_L_~51R%H
z3CMUZAC0}_a{THBf+;Hd_FkPC-Y=(IWqxfRo`IG@;?D{G$T)S@_M)$u#B%Ikubjkk
z^O4d9B(G`hbWBaz;KR4hypyr~0tsJVP8ZW<lm;GzG6b2gp0q4o{}|cLawrc@){^ca
z3@Gjmf9sH42gTqDelkFFw*JiHhUm&CI@HQUtX@5mLuE`)HW^Al$tN2N5XxGX+~mo=
z#%?1nJEpkleM7^s=Y`1e1DiLbk6~^VU%8)s!$|W+dsyGz0XTyQ*~-;u!H}cu*2TSN
zqm5*CD<Fo6JPc(SxC%2@!#FdtntiS*U1yiL`<OWMDK+a((bFoQS5>=@dFuBRd)E}w
z+1Vp8tBYoQq%KRJmS~tgq<Y7A1Y~-Q?kt-fj$>KC`TTxa6-INWz;kT}f+1*-HOnQp
zXjw&yf5zHJw$~fB_i-WRbyU_)j85N2)RW>+6<z3@gdEt7M`QzVNcwWzpsgYwyq(8L
z1+pxj-}UpaYl^A_NS$Mc#u&eP570+He%&?gMq}?-b#Ko&O^Q|KC@H~g2CJWg{3~L1
z1~4oOv|e$+&rLe%t_~_`cFH2@P7^(Eh(h`(5vj#;s9io7*^p_O4E+vj-Gk<<0ura=
zeY!|KjNGRLD$<kpkVj;0{i-6nA0}4a2cIWqxFIp+{Jry*<@D)kqqHeJgjR%We>%on
z;ZF7E+`o#f^<!iV<5Vx`DUfH2FAt!j=7%jRqr7&K7g{5Bm~?EPz8psznU1lP)HJ~N
zeAj7o^V7cFa~#$mI1uu(@ll~wd(=n2suE2WILqb3q<l!knaL}pVtW+EVHd5W)Um{2
zzHJoyPLCl48(IyaueIaUhC}N{kk7^fnekZDVkU3-X{LtJ+#o|wN$(?c25(11Z(FB(
zW;^ze!bmhb+w%4J0{{c+FiEtkv^SoP>nB|;i6hCJoy&aVA#dOXPV<e;&cV0cPe({}
zxaRw+dyn%2!=``!Ht}8wkMaaln|dNDxiF78^1PWvq+;+^s-!93N$FvWcsr6b+=L>x
z=OH}k-zqx!y|yg)W9KopUEZpw%|wzAV7$kWrAH?-G$xQLZ?k+P{gV84;Xvaa_0>ad
zl^lN@3Z8D}4>C803EHb<MsxdGFZS+29Cw-V<UvzJ2GoaZp!dru&t40mHMj<nrTQjK
z;_j2EiT&s%b_35G^(m@OsGeud>6p<|(L&KCHje}U>vPEWDib+VFGdZ7$}aiQb+#bn
zg}{>6K&6S=+OGcBFd?VUDU-OyRTO55HOKO0yv4{PJY-Zg1FviRCyw>`eP=QUa{S|l
zyGo3&zzHF`dD%+4`K>7$@2pe2>i3JIzPBz{-dU35M$>)2GS{60E|j8r6l5iFsrUG$
zny2~rPS@$Gy53*Y`eHFV(JCL=OAnkMwf0YIkqOD`RLvaDDHv$DPH+*d03;fUWnXn*
z1Thlo%sK;3iiJGcBpxDv{D$A!7+G|uYR7=?Pt;NGHYsgJp?Q~Y=O}xIkH2Q}5K-XU
ztH<IyUA23^@s8wFBl`!;e!>H5sFf}IcJ-p}t#x}NSWh;6w*sxQ#0MReG{Y-_Y<YD6
zB~`N0MuF$^w#t4)OeOKBWmFu`U3_x$wz0BHjoG!=ik3QtZFhz(3f<h5vfB}ypFh;R
zP@>n=M2oH3_4a*o8_;!@V+DU8LG}UE;Aq+!vm==`@_`BoLXOWy_hu~N3F6Hu=?riG
z@=159$z|;?%NUzaF2tmsT1)_nJfLwxS>h5c!I5j*r5JuLV0xU=E{0W{bYTuIEMQj1
z)c~~5Mv@!LP<!1yB7=(epNqV3rV%yPaiw`sG>|p4C}|-er1FT$nuiCdoJrm#)mY4;
z+W$qI<(qUBHTC`2M!>Dl2-j;0W5D!wVh}>5rGGnL7zD4X#<{yl>#0IWf+pf3BhRug
zkG~5#X77PspWqQh2{(e3(9{!4A^#z89K3_|<T$f*GXBEAa9sUuQ-~wS?onm_7HC#^
zs=LkgLRybZ#k@Y4KwMxRtqLVTNi6UCkoKpb*Y~&;zRHG3iRhM}g{1l!zMS3!V9l95
zWpz@Qc-sFVp4Fp~R2+PzZ0^{0)DH_$^eT@(Yx!fh((yWG-p0B3p-R{e-iS1EP_$U+
z_z~Snn9iRGZ6g1ZUvI*WTLZJ~2|z1%(vF=cwY|b+Z5tj9vB@VF)W{z(QqPm?jscoS
zyNem12l`RdQVdgNfrsYz#I56uVPswo#(`AETBrf|D$Y$*Od)LI6bo4HeO;gQh*>TF
z5>ciDcMsb^Te1kB<@ZnCL<PX2RIG`nQL@Sv#CAPRaF5{EH7FUryL7F(#&^vYajM+4
z?O~9>=R@Qs>DqBN5{h>on{kK96uOdvH~W10tg<=|E-i@|>e0n@qQ(yDURX~c<UoDu
z<R=wMY3-Yxy}qo1KgQ4HAx@Z5uhFi2!TYHk$O?u%Ju`kPe73rQpkKF)D1C3&V#Z?j
z_xifuZWe?J=mf7hT+;=JSc4&=EpAc3#3tOL#)M+UE!~1f46!G%8lhBUtiv~%RcGI$
zsRh1~XB;8yMP#3L{^@aM-q^v4o+A_m$Xdg{XFXf(y(EBlKuh`+zg20MaRg>J5`P>$
zGF_DTyNv$E3JSq|;Ez~&T_pr`|CD@AA(<?w-}v{okMd=F!;>#;r2EvYnn84MaKB|L
zW#^nU`FeNnSt44s6ln`a|0nd9p1PbYMRCRNcZ>ae%|sMZ3ZeAc(PEQk<&9P&8&1At
zs(D>3rY<}XA<_v)%U@9l4O`N4*@;o?+OU5DC*m(-j(wl*)VES4Ud@)=2DTi?kCyD4
z6&LLzONB(r9U^<hRhGqPgL*rAw){ATF|DvY`}8fjj0H~mhnrFjZs0b&pg!kl>!qTR
zstCJx{3+dEf5K|1Z@9cHvHqom{=$e|EUWC4U91~tN!;2_&ro;jvVcSjno3)4k9v{=
zPs@ZOUHfp_-Hu8mL{%nh{m)l5SS~Nfkb5UX+Lb;@no}&2^4sQ2LL!(ePpSe^L4LCg
zM)%r6=TKVf?*>>j9l&Y|wtxlBR5iueG9bx~V%}WIeiLf~<!&3Gg_Eb=&g%m$`voa)
z+SYi#-|gNne+EIkmM`yK&ovLi${|erUo(y^-LX-v6baTDM1*ZVBWk!WejpFabB&_>
za|YmWD#GdB-(8ZA#bBstf_g2H4ysCGEtUg)B~Kz+^s;#$tqthpeV?|D*H>k}Z4%4?
z)-ISto0@%zkbvp01?j;q=|H)>Z)U9d`({Btd!fLZGA>Iylg6alOxREOkumCc(TH7u
zy>83=1vl6(*zIkCC{m26S=TJ1%G%r8+oBy2>PXeiVAy-IPY3_j+)B9J;`h5Xx0s;u
z$9t_(Z`%yC!1zO9zZZq(p(rYe{elniN;DE}X2RZPc-AFfz@)m=Z0m&tmMZ3U7LC=v
zr_dqPE?yKxpnl};hEc@>tmMFWk!i_&4^A0=wP`(z#v`SvM3_IN5Brg_hju8IV<12Q
z<ms<}pbRT;X&?SmX|1Y_<=nelOe4~d4%>C)M`ulCUKFFtKUtg_<jfVa=}O<F34f;#
zvs`2UR;&+)tz|obKumW;?~5)h8;-`C+XP<CQlG8VoISfig(ik<R)lRsH1L*KAql$i
z15<E0dJ@%+lRB4%`jke3r6aW1rhJE8HO2hYh%F0|@{8jLk(9~y{98fqc%OLC7a(4j
z%!2)uR3L-ZoGb@&t0$h~y+u@?;Q~)h>Vvaj=CZ0fmEJ?YBE|r#uFoPS>Xw$od>YBo
ztKK4tEXKS()S$YuE@Rsao|<Hbnq4_~YL`#X#A+hBgM^%#Q;<x)3oeYNakN~VD(<f;
zjQFS6O^UtitaN^_kYnpetBjf>G%-*dz#bxQMOXG=xI1?6waF2#MW_-MP0fy<l~A>P
z7{d55YG3f#4*kJDM3c^2wycwLgowF)^ZVMYi7?V`ITs6-YsM}$sQ7sn;RI7wsu6l9
zWXK~0tPuvsF21o2+#YA>R3w3rMe_6pfnAD2%aTIIW5@G7Cs!6E(**9s`Z!*U5e~Fq
zQr-v4IJ~WhNeFE~G=)G#+nLm~Z@sCuc)=J4J^LfD_BpboD3~usXjyK~e-ugZ0Z2(e
zkqr2f)Chev1o;`la%|QNscOtcJLXkI5MiNr$94{opZ-(y8`=eD!72^KAb|kFnm{Lk
z;T)}0Q>I^I^Jo43cZ@jN`M~qeFHF~$xO+>s+GMjHCMi58RZo|mxn}uiNmDU>KJ*Ws
zF}p9XLh%Zq8Ft{Y6Sjn}#0vJ8gRdiSsrW2@7bF2$#9XUSP4Y#Fc(&T3SJaTedU!4U
znO0m~9swojs#}?zNHGqN3W4)pG~GfmapKOc1u|B_)a6Mo2c8jx44NNtQu<rixf=uz
zez{{Jq`jGcA`Q3|jRJwcN0|~YfH1#&R>X6-{ibBs%RTV6u2To)9M8r^dFSk<K9at*
zf0<BGc{UJSuX2t}zac86pxfQC;S{9ccr#cWM`_pw;gW#=h0gU~RLs?)S<$0UalxNR
z!?XSW3JKh*fBY=<C@X@4A_mR7y2yvHCW)?Wd@vKQ1+BLSJ$U?gt}lB*-N5Tz(h{z?
z=bKUTmK2g%Lx}Ab>|xi#<s`4r4V>>($c|0IuR>T{K(56l1yq1!$rl?mkvwyYEJ}vW
z!?D1zz{lhL>0=y{ikWQ#70(lD{B;>3V1r$1xJd^EoxVSKIO~IwpyY7_I7a0|j#<mK
zJUs|J)0R?+=RP0XWb>O$Ts*7N=y58V?7iOP&hD+r#lQ9Wj&iJPA|`$^B{DAQ(p)w|
z;ki<IO`O+aH%#aJZK+v^Rq?@F+D_9T7<eoY!VEHlpjBEO91ggi&6+91w6S?<{)C`t
z*ke5CO?}Ic|Gmf(kqPuOB9R<9S=RW?E$8DjtZ<bu4p|J<y->FIno?bFzD|z7L3IR*
z)5rCr#njfR7aIh4c?22(tL-X>o)y1jsrkf{&ouTh96z9^C>WSxStzzSTOrkCO0{6j
zI}E>XvQiZEO^?fdL@tvjLQtFvcGIO;7mr+3uF>&-CI_{O7e(}ep!nu8OVKY`4z<Jr
zc)6CT3R6>K_|KnYPGcp%6o@-rXqjD$ybOUNX5%;XQ!y2CBudZ(5i5$#xN{=j1S4kg
ziiWCSh|#IK{l={L&1C91i_o7r{m?XL&`|YDxW_Iv_Ctiw42kI%O6iRo2Qs~j=ok?0
z#APVsu)jNwO%X|oiL+7sz=TY~k>&P&*Wx{A!Fq2wvItw1Xpu+?ZqzDeTQ;ySO;cqH
zAfB|Zj-8D`@VkF#4>GUcJ(2~W@?F)8%ByeV0j7vZ`JR@7PycUn`5O6Rkcj8X3G+X>
zJ)P|^Bc2|i3XU@&RZZl$*kfWVEz-D0G;7Y^vgUWVnKcL@vmu<j=SC)0_(Yk}Mu|54
zfjxg9h%(s}lmfm`;UQ{?xTCX64r$L3wAyk_&})<LEzPYGs?M!zNRGGZKaZzSSw0@)
z7CHCkU|B1U!?XBUW8TyG03Mw$9#$&WgRpc7whzB~P$sMPj|ca#?OEL0D^-}A8@&T8
z9IBOdwmb^S$PyVE(9giHGVa$4g-}&%1W{UT^HwdWML=VNrY{ACrZghaVi#4ZqbNWC
zI>v1D1vu@+t$`?aepnHBC;rSBjdwj8@QaK#-lumlFa!s|>8GAVv@uTOy?S{aYMQCI
zo?>5A$KNQ+4Yf_G5B}e~Ll$_f;RdddxE&iokHhpsxL163gXPY=lbt2Zxz1_s_n$J$
zFAWfk56XhG2R0}_gw3(u+vU7}lqF=gHnKf)*~DLp%=3ciNc3|S3!SKo1of*Hixc)z
z$XNw+h~a(z$6(E+V=`q9I7#!oF#hgXebQZ$)33<P7!^mNLcwRolCEPxdfMcqE?Zyk
zoUZ3L^{@_+N?x}Z+9CjW@9!dl&uk9ez<QPuskkyIc?!v|vbsGFuPD&aJN}{^R4Wot
zNEK3xXVS|C&Qm&KR7>9Yf&TWkI(`Txko!XVhaH^W<4*XoJ$@#Dm*L~FZdzm0(qUub
z66DnF(bO#uJhB|K3HyG1(?+{L+-yjJl`Rp?&7Z?kl6)MA!wF3y#tnL!wmdnFtAB<Y
zb$nkus%pA;z+w|bQ{7s48d_Z1D*vK|<oHLomR*1Lz>F!FOa4b|us1YbrfCKBWcjGU
z9va4THZS8oWw70PRE%EnuGVTA&b-8~Oc;<L;~TG^@~AhSamG!ou2?QQbHz{nM`n-T
zSS5zyJL~DZ2_hkr8!jD}lm*8|8<Ps?rq7r37JYC?lrA)CHYC(J#ipPs-u63{;7~c_
zI*S4+6~EaOK2wMSOTRTQvN7;MXQU}au@5_~HId4IWv~&jXLn-|Eb#A;cp~!&(C&-@
z{|<nlPq#ki-yr6Ufzhqr@9g-#W@TjoWqlr)2Wy+>WAmTp{tX?!8uzsGRQZB9;Pf5#
zQ0TsV*`xTO#ci#Z!2h>ANA7Fl8zu}q>QYCri>uQIN-QD`als$^!!y>%^}e(&lZ8Y{
ze%zv~6KQ?hHI!s@P`xszV?Y=W3Df}u7blcMz*-p>6$(uBDZP8;Mx$Jy#_uuo1JwAv
z+U^~D3(bCSh$prOMR^4jV1}MlkA<hb=7<WJu56Ga&ZKR1R_85>mNcF{csPRyMHU9$
zV*w9p!#{E9AteEWG%m_5LG)Cg^l25FT6#C}_CH48Y38n0;NR!@7nVxhBmR3Hd=h}B
zq6x;RQm#2X=Eip>mIUeyzA#>*s={wA57VK2o;6(zC|W`25YeBHvR_=LW&(|(-GsTO
zQesYwJQ`k&%3HE>b5$-Kryc>CM4#5f151*Azm<LSIBjw=;5|uLl!6tC6s_*2Cn=(;
zFpBI@GZxWD?MSs9Ru|63z8(Ghn7C1;r?dBPC%0(Kkb;GzJsOJYGmDD#yG_zZ42|81
z-Nt6+Cz=l;u;<n!)Bt@0s{iZ-eU}IsUGZN4(L-om!MHFyO_Y%9nUMhUL0-QV9BDzH
zqXCYk)A|NEL{Ci<%sBb=<s}$}AbxYcRw%v}E9i~+KVo~cm9Bqcd!y#!|66Q7vfvm7
z#c|sRw?p!s$x(Z56|DMtn6|f<aSo$f*zbeX#;f|cAQ!>`G3QraJ~D&D36>Pl%&na2
zZg_=$n?^&4V<`|qtb#M|hgV#4#|h?K1V}IcHiKywD6GLT`VB7W8ycRk06(EYomNwB
znHi*%u^Ba34#39U;Qxmc$giay5BT}y-p?x2DJcDS;#J|3WNgTNIeh!OF!GAlW+d<7
z-`QD%vCv<E$3+a`M?m)re^>=o<OZC0roSnGlt{PleNV?(4I!rwLT<+#b@)H^^fvaO
z69e9KMl~QE4P^N+_39@Z<#ra0>Zc>zlECEF>nBlJo5M($Ux?X?8E3Yyv_=Zn0g9kg
zh@SM2uG7Y3YBMzAqmLSry;b`J9gD=G826$xwKK5et7MaE-1{2I8g)<0%~4$tq%>#6
zAd2biPK7pv!POF;a%nUFd!u?-y1KeJWJ~S-E&1O8uuwt9dXRJs0cOlX=;aHz+S&NX
zf0_LTc1w)jzy`0jZDT!Sd74sam)%^w)00rL1=GLd8J(w_!`VvNz38g2r&ftRjvDs#
z)OFsbufu8Qf7MmltPFD{qBT{#pWw%r^$#Z|X}oVYa3AwMQ!^n#WXMMfpl<Gc#g??L
zuR{KA?k^#Ml84*K25~~VB8;KQUm=nvf_y$=1{3^-<#=r8bf`!SE2mi1yuE9xJ)tWn
zrk$c0G*bi_Kta^5evTg3qNM%vcg4K<IUO#qe3{8_c}1J&1Ecya*CdDeB(MveLe^ta
z-}b^Lgtz0$9oHWWl+D<anV}fY^IpY@l?G#2-Zz0t{a70q4sNfF*_n~F6-|+jWS*o2
zLL3qnvhvJVrX(DiIeg~d`jc1yb8PmjZbc!<R5z7lNX2;2d}fe5n&svkFACh0eOY@9
z8TejHx@)n3Ky&;B9`zKkV1aRa%dFpg36=s6y)s3d48l9+jt@$-`b?>KuX+xtMV)EO
zy>Th|3QRi!=$xs&O}{eP?N%@#5{z&a5_r2#BAQM4Uy=W8Ma3G|h^FJ>0GQ7z2(;1k
zB94^O+XvB+f7gl~f?WoH%$xLx;DtZJoBkiRLwYQ$|Bli&eezM}+P<_R{XUrGce=qF
zNHqv-QL!lj`@Tz|u=+XYqKE=8WPtJ;Gwqn)2A8Rv7Z`Ls4#v<rjG;FuQ2eKfzxr?<
zJApLX;^lJS>92xL-%tU@T#{xJNr9Qw;9qYA!))FX7^B%_+oDF3QL7WWqQxo6s=-(i
zWA|sw+S)!0!`O{zTFb2@mwuiPP!%md>Ax-H(OLjwi8#gDt1OB>-f80R-D%=`0NBvF
z^<cA?fsP>*0q_SiG9pF4OHG}&oXvI}dM*$a1+ywo&)Y^aVy((m8zY>U9@rs{ee>qu
zi$KjGYCs6{TVW2%Fy;~THhyj&$SzR#;NScW&%09++TR6sun{DFHKaLMdTtC5yTOwG
zzWqGp>~FY+3ITtf=cDxXmX+#>CkP)P^y_0iB5618sGHbC>T6Aoww5|%b`UOsRV7=y
zb=V|WKm<u$i!$c`u6mS`-_66|y(s0`-}RWT^xCczwM!Z@?apzUjBS|~pl*7&@Z?lD
z@W$^25(TbX8YRW1lKKMU6y#x2d^#{88tJl}v45Hf$GGB=?PNlU5biYECGe9gkU(D8
zM$<ps4Um4*JPKlK*QlUFrP$nHwdzJbF%OtJX<%0f`nkk%Zz8z2E#%dT*eL*MJXGrQ
zR|H(}&I-Xs*Rh+3;K!<S#)6ng<08n35t}ioW3h3R^2CVGvoVucoM}swQM?joSu}Pq
zQH_#>4fde$3fNM@0(rpvsNRGcy{c##WX)#s^N8-ar*S7EFV+y8XZyP?M&RLN_;19_
zV9;X256h_l)4~WZY5&$B;F;e!$vZDqyUsV+;`Qta@X|{GHB-ixb0-Br#c6*7yMqy@
zn-ddNp_}kSzhTLCQFHL0N9NI_0Zv_6J}ddG`H!=oWZ~?5dmlbmqXw#npif!@I$HE8
zxKxZ>?c2R4_t$0eo2pko_I%d50Rr)s89>^zBmF^lVKLX};uxp%icHy1FfeeN$;(uV
za5t|*X*>j(dB6Q_5FMHLfwO}pYw*eN>$rfR-EVBXOFKSALac0B0xwc2TYq!f>=<Z2
zzSz#XcqTz1#84)S{;!y_N{+m=$J?|{>?m<xLMz1G^0_KEvbD~6KASuk|3sRGR_%>p
z0!9H*u=V5eq?vVzl;;Gk$VQ(4ed(`&<qVUzTkp8aJ4qY0Z@-#ee;Etpe1UMYOPina
z^GcKS+mUabDA(<0M{I8oea0GR<~VuHM40^-wyad1QIYHuKw2vV=$sPsLZ5bDq7s*N
z{E{W6q&e_NLc{7S)fTEL=ujq^=&nlcR8QSB5@PAk`f2U_v0v0iAY@EP6{O6DvrQ#^
zU&%Nv?owuMi{$gTXY{+rHTl=Lm(T<TnH!p=bBrj_X$f*DAHQT7nJPE-hX|yG8*|L;
zfwiaFFaDZ=P)_fAsJ?3%<?Rh(^yc*1W2roX%RR3SnzNyD(~iXkUP3Me?4kC_CG_Oa
z1#f~|GJ=5DHam@8k!ff1!5{6&%T^Ul#T1_?3S{{zOMXJ2%fL{fhYyf=lIBBGQgP6R
z4)alC-P4h=z1DBBk7so@tkPamQ#p8<5aA(<S*~%(0luRpBcR7}CJEIOJ@dC`HxCtX
zC|6e<&H%-)BPj<Vk22Yrf5c!5I_kYQX(xifM#Xi*uR>h`Mti^1H3poujQK`vDWHqy
z5sA|(dB=4?dDKvJ?BtqevR6eX?I(6z&3=crq?s4PFr8=JZXu0IgHEZy;Dx2@14sd(
z6}UYi=cnz%(--NRBZ1+vv=ckml^4_Jr_!g0!VQajJAax*Z#nv#br5EClGOVx03d>Y
z8OEZUPnvy(IM#BV#4aJIg)2q~#18;h@A8v${j2lO{A})Bhu8ATxkDAG6YQS?!CM<T
zD;<LZ=$G!Dt2yS49YB&IfR0Ql8S10gVCM-cM5xu?CoMRJj5zkB-><xyooXkS#C8-5
zdTJDwF$PGbMKQ)b#W5}<zw<n2?d6st?x#U*Q!d&pVGQy#+pNJ8Yp)~~!&j*p|N0eE
zZtfeJ`pVn`c&VcBp3<eNdz;S$mMY=3C_r<8pl|oxqt0VIJuYI&Zw$1XIt^`}m#9>0
zLC&2!*?+BNQdT1z%1Wr@iIt2jt}yyqWT3wZZl#JgfJw_-fQLQZw17kkufh*y*yk(0
z4E>%4)$QCWiUc5>jDJPkQkK6k(GD!0g%XWyE0pT{!+kP0ZdBhy(ki?2L{x@=ofB2Q
z>+3ec5hPfA@Zx@H3Wd^41-)UQ@)<C{9`sn>T1{g(q$2LlUz)8P2PY+xmCqFIF1T-E
z198_WEy@ASN6lt5;Q-ntQ4I!M;^&hqAR_4k;3J8@K;9rRjf|v*T@^F+Wg&EOXWL~q
zfaC1U6z2}iU=z_DV48-W_;PYeRq#(U73vyuJaL>cMc3Q0u^-M60v>M9KB~_~RsG6t
zsurvmX^qPXblO$jnG0%ZJ77T5qUpmPnU2TXxS1TkLY&s)|JW@(gBM_w%DoH(-8%)V
ze<BySm({7hl{-{+<6O;)E>@bOihKy8p9{HoYv$Lx>MoTh8NTpcj1|ZGppsyWR?HQt
z{Xa}4z|m;H&f@a|aq)7DtU_{Z`)h=~^>_TYE>#JsPEPE@WEP}*A*c(lP4mqt5IwT+
z{2FWOE|77W1cOuyM&a!3J_hR>C3oI?Ky0>BQVvX!v&<4`5W6U|c}u)@_L8{7-R!E7
zdj4LXC?w^SP-Uzq_q%%9t>C8mE$$<EQs-w(Aa?_hT1cKkR=rNa@qeLp{01Vz%s_y|
z4+y1X?m4nw<ejzNllSI}{C()MO_G0(Ce--uhq1$f+g~82rx<*$Dc<8nF%O2$-f2oV
zspJNhP%3Tlo4q3($J-ECU1>;uv+I7Q4{uRio|ihStO1QB2no806&4zYggq2cmAi{$
z+(a>w+QeWCO57~I8J_nM$@hQn`R4an5i5K`_jQiWgve6;H-pE$)Xe?b8grk?Wr-EK
zdO9CvF*ziD@AZyWyV?3>zqOJ026NF!J-VRt${K=qL$XqXKOzs>UV9&tVHISY8~?4|
zBBcGE9*<G`R@osp(+A`YL$82}&TKL81s8o(D2J?ELYko7#{Y$!Y}KX5%&UmIc5T1j
zby@Q?cz_ICc43=}E9Higf!H+077O_GU7&6p=klCUM<AaO9+C5rc!v}vU*ikjt*Bg1
z70aBtzrR0x;2{Hz%6Pt%SDqwo2*&vX2=77ILsPGOD0~o93KR0?-YT5Dv}4IdqZB{;
zqx_?77FS=zOmS_v85%C+#tfn3nCqz#Ei6_uW1ilM73v%?YTB?|!{?BIl={#}-OkR=
zF0^=sLf6hrK`p=+!yX2_s-Ny^nolHY{pc6nhaP?#?}BcG#~gTzNCkAovPB4sOlK*I
zbOy8O{9IG17>FEQ!6su~o(;GYP3B>7kuague@+;FW~Mvf7Yj|u^1{UvdRe^j6{dP=
z=do~U{Z&Z7*|MTHA%eA1F8Q_S_-HI+^$2u>eVCObb1FOhK2hV0Apfp5KSGYTjAgjD
zr&k$ALI26^{J@;M1{snsxLZY)!jSc7<z`^*ktX$2z^dL<ub3=e5GNA?1%k5l)y*k6
z2`6C$1n)HfLOo}by!#mZ9db{O$YHR33Vn`L+XNtK%EI12G@9}yfET}j`(F=ijNo2I
zW~B{=)>{<gjC)NmWvtsKV7RGwS<16PeY;d;sU*1|J&g2rzP;A6FP;_ykN%ke0}H&m
z-T!B65mF)s<sau_dp$MY@pufU-xfiFHSr}9vth}ViUw=SvrPPaHN|~y_L-@y{3L>c
z;n_cXcncBrt@9UUxJpACOWl3=(&AOw!?59OuLSCLm-9q#8vdVljCiiZoqF%o8ygvY
z9|o~Th1mAgcIC#1N_=Eg&h3Y*PFoGXT))!&HMuH-S+1~^bulOweau;l^1<ltXi>Z1
z9OMyYgS!dv7E7tU4V!u9rdIe_s9PfDg>Cap*!-b~1FuPwA5IK}d};jVH)o~@=!MLk
zBf6<A2~oWodi|~3HC=4@Mvx_8_e{e5w(l4;NRY45$N*JOp`^AvoVdmAcvY!?3i0V0
z;cuyYtx&lT(XAqbMk14Fs3RShBhxQA>ACuaNP4?+TyauDcrX8D(Z8W6|29g4D#g+u
z1SEq&_>6Pbjsqyqz7Lq&+jqDj>w1|GGwnIxJwEMqJ2p~?3F<!lfJU)o_l#F%=^5Wg
zcI7`BwKgN5#>$e{x<NU}0k0mp`mrK^hD%54A`gt|vW^kBLg|TB?1KRPw&<l*b9n6Q
zWTlK6p&*c#T^EfXW)Gq>enitT-u4{=JTdX_i!ZsSmu1fd(Mt5;du5d5Ic}tRM*X{a
zV;$?p(Yp~;0O{;^nebf4^;8L?q2+Z03Ys-46Lb401GIOg)ejfqqmKGL=`+iNSMe+I
zo&@w}pf`u7yCfxMv7<d(UdR6zxrON=4Fv$&PvPPLlmeC{>IM1o+(d3?V>YJedj;pG
z2RS0_F9z04TgG<;6Rbt16)+jRfIekraraS@P67HqiUPS_PKksS8yri(MbGOMJi1of
zElEFYp5>H1^)(L5L4axizCOI<qlVW~10{H$F3lcI+{`$T3>q`*;j7caP)~xrgn9>U
zR$vHM!zU73dO%b7YN`NJ%%7dzC}j8%wIB+=rEUbLxNtCTm6|M2l7hcshnfOlR?p``
zl~?Ewitfs2I$-Ku|5Hv#LdwO}fH;)^)tm7tju9a^-RD@pg#;AH&`$dMDT(;YJu{f<
zh5O3KByt&z{6B_DAPQ1j@8;E^W`s|FqhOE#rceM3_D0z`WkU7BD}7)w=VTkn%4s2h
zmziZx(j8(ZO49^D438GFs`d8$a&@^zAOF|7zOM|YExB7l;%96^Mi2@W?TmkPGidXR
zAC+hW+qVceda?cQ$BgMa#9_z70BUdn6R%KnO`n#AS7+m;&p6UZx^4yq_|zLu5(6|A
zNHyK(E{h7fe`E8LFDHoL3gU&#yV)rw&Mh)n-!uwT7(P#5rYgK|j}F`m2m!Rt`U=H%
z0iv%NF!-&F<*TV`Z4uzE_BSb`?)<XXC&+(5G~CE)@opSr;OJ!6pGM2YBe4Q^M%-Iu
zMlfCbX6RMJ>f0SKjG=0DwQkDf`x67n1Y)5Iz5T%4hM5Nd9o!_qJLFi8|EHtoONIS4
zaMjJmf06$E7-na|XkvdFK3#ml>?CMxzd0fdZx*($X`6e)TqYayuRry$UO~eR$O~)w
zuR^4V>dHkVsah9=kRP``$MOg%|2|$z%Dmf7;f*mV9o{)dyK{y@t#H`pBW?wlq)4jN
ztp3l1<8p4RUm|dMl02cA(vVFOvnr^~Q0EuA>pc0nJ=UP5&h%mJ5NOOZZm;7Sk?X&N
z3U5cI8ZySdIf4CzL7Zwy20M1JkZLp)v9E+q$Upyy{X+F0X(*M2CwdLUIFDiQ#`l_e
z>WpFH8X<f*x$J~$o?my5=(#RPf~+s&Asj5e?NsGFHLg6<m2Uk=ptdte`!J!YIzafK
zqq1=e*loJ)O=DS;t>`<(9D!$OC@5g=@<aqkDA9B}hCRUtD`1&3A!-SuEfTwS6goVy
znl#GONM8&eL>qy~GqpqR&lltMoA!gI0w7j2Iw8wMlC3=~@Ib&_)BcU*;p!kC_71y~
zFZy&X68+*W44!!RKT@rnHi(0QFsocSZB9njq0!ON#!s}FF;*MB@$k+IfV?CLwn5Vd
zASoNkCN+mIz|i9l6Fu8+Icc&Tt3TOdyW_E?h`8FO1clG>nc)`qj41KyljRxC8mXsQ
z(dWNuMAjMbv(Kf>iqk2m{<re2>AaE>6cMVd;Vd6t`z)i>&aL4(2c|_7Ag?f|0!ZEv
zD>UGfFE&PD-}R5%ci7!cKoRk9v$bf~C7y_tbsS&4B=Vy{6pi~i{0>VJl6)4CTAIEj
zXgQ>KXKVXcUSG{lE{;%UERJNdcRt~36&+K!5C7}o<o~1B2VagkaZZ<+^#g+-=xo~`
zgR_ic-?&210o}mpU;EbWgZ&`t9fV~7=QK7Go@{@c-^PoaQS@oH7af_*iwKSW3HlY1
z%##B-xeG#VBIKvqGiP*GPjRa&s`nEsQ_xtsnJyJi$&$hUqJ*&~q7x^}1~Fz|joj+w
z?s;i?y*$~KIQx+c@pZ_1`@?_xr}#(BDfJQmmXc=bEB#{Q0t@fY&&`mmEo3&Fa2S{B
z+jX)gYYpyt+Wc&dhl4XUuVk~5i<Ji0QS2@1x{ea8+S6@4<oocGE;4QwE;kmvNK-HB
z$;MMnKJQo?X_F}-mk56)2nXB@Vx<%7)l1?c9Jx;vqU=V=Mg6b=ZM28o>I)vH$(38o
zQiR>nR_%pav6)7+!9RpiOcwWEdX}%1!^ac^@|oZhCK@Vr>?7|!(P-w8%V$0x$Il^`
z|M?uo%NX}Ls_kfa`lDnA_lm7RG8TLw@fKrHCi&t~{=vz%v;u5%e!(H2V(uyIM7<bU
z%IO!%@+|qWbBl;QCg)Dl7XJ#y2>9c_{(me-+|ZimF};0SbZ0gqO49Gq4){etEp4PX
z)*pr-r}N3fuxURGpvW)ZQ}>|>e@R^&Z+9|#?!WRwpwmJbMWhasbwDU`@M-7MEbfEN
z#1p3{H%ZW`BS+`o({ciVx)nZNi#ji4cg)SU{88TRzH!i^p{m|=^3Wh;!Be(wH??-T
zR7E_U#iw3b-%oykONx-@w{Ukudo=a$lA7XMekhR)_{BqU4(myE#lD#Tc$hp#=rLKW
z+lMt1dE81~xrGJSsy>2ER$j;m;}~Xk`@^>VCZ|4JGD7y>Y^pUZSqwUfa*PLMJH15a
zv}Zi6<nNq@)*+1t%{l(6``Ci~Ab_}-@1C{gr2rj~kT>G$H&7WQ;#fw7l{$y!+6K$T
zrG+2;QHBXx1sDhjRt(gzt=NP-(tRvq?(c3~kXa9@(*31lDu$WTK=kDRZ@4+~csDUH
z2U0N>J%0`mn>Rfs4IQr?2%bB)+)qL(d|YGb3#~Fq#F+O?Q4Uea&m!y5<*yN+PIV4V
zJuWS-vg&^z$LZ0x$m%%p^$oZf(VH0}!C012d&Rqp(e&t#b7f3|Zua{<j@@0Q^3~dw
zKxNMs-b^gPR5rxRsDC0WaajV!$vhE=6RM(yC3-#`uDV1lSfU?)o7V}M;k@%cUkUeP
zTR*gXehhoZ`5ZsT?eM{yoPvtoZJqwTbYq(PLfKYx#Y}r_aQm`0Q6F~h-0Cb*XQo?a
z*!EFyLT)e7?<|((ja?J#DcXE$x;L!wED*b&zPcT7DKh(JRE+Kty(1%z?D@!;{TFD~
zqEwlu6|nh#sJLN|Y>2H@+j|0Qw$Vc}He=Tye_>H=K*+J3jf*ZptfYhW%>M(g%Z(dE
zBTjR@mw<*DKC<Mt9V6;h@nznwjS-6#|0`O#Nvp#9m)uxJZ3=d#_j8;5)5c<S?=LCC
zXl{3+sKBKO{kyb};_HfHiOMix2!qt_FWRAppOX8C8++Gp(aJTb@LCu-*Iqh)*G4Os
znqYTz8nl~!!U~Ubot$EeB!uMqUk>xmzixXdT6`2i;esME9<u$Uq>N9~AWdVHS;GVp
zr(Z>|_0ntHa@<8kEE{uv{!dOIEBwtxXP@R8=IddigCoz1YKM5OxcEoOJ{mB7LEfLK
z>m;%iwW`nKyI%P^Jy&FS$8hw^IMT6JnzW<N?QtL3y9$p27go6Nqa+#`$0(?b*Y+^)
zaU=c4#a=YpXt)O2_}~}xsc64;Uli>Ra@4zzfa^kl?t@Kq@*bKv>Wdi#?ZpTl@}GR*
z75#sn!?l&P@eK1<BZJh4QUd@mGf(Tp>tPS+#+V{HoeeIf#OP%=-bFRTlT>pn$gor4
z%r-%`nL@LGJ_x1>(?E-k<3;@RN@;}}zPZ5C+67I8@CV-qEv6E4I!qquHYEe($QIh*
zwg{YE9#ci+2a#KpY`sKLRgKH~|2~-uTFAcWg%jz4Eg0kSR*e<;i%v>^K+1!c_D8DC
zB#kzX%&tz4sX-Mg9aQ!IY$t*r`k%++>v1+CYV^FCay;O>FczetV4B}9uxOVkxpRQ&
z_qHDSW`Ut0ji4RK>vBqe(+v2n<<s$h7emRlL2GSY__`w$Igfdd7_p^9esX{F_6YQ)
zdhMO|L6fD9s5@^@tJfdgYi)%RK9hjVb_q>>%gw9QnJH5iVzc@(1D_L*sltJNKcWw7
z4!ad9vGOAJUgN?aw)%zGq^eC*vQ<!{*$Twk;~15m-d?dlDu7AzjX#gU$t}J9gAGgY
z;*S18T&_AMpCnA~@}mH5()naVd)<EfWxZ1658CgD4d;g>HeG;Y64XIJ#{B{4Axipv
zw%}-93ITOB9jx)7Of1oqt9nd6y0O@T4`OM@zaJ-_zO2FmA?xU~j=QaA|KNG+(?_^T
z7Z9oPz`bU!r+IB6Nl49-UJEblw;muFE8GWk1?3YmQzzcChtt!kdEr7^#%#$0#qBDy
zO#$+U+sWW*$GPK&!875LflA!xqp9Ja(e%!fK2xih;g;}RaFT9;x$xp(Ley<~JHSk}
zO8ftnyjV{Glj^XWgxcG|1T0gaV@6CNpA`K?<J@Ro_e<w;g&?qBNE+BV%j#!e<-VDu
z;<rFcqeB8ENe<k8sk8YBWdE0A;Ta9SX)n<dcnXQ4tfb{(6J_@wb_nA*s#p2V^}C~|
zQl?|^*B2BQoqRi@Kc7YCBY&~=H5~(j=}wA=*mVhVqjOCd*x^$jex6~2r;YnE&-!a3
zIcxPOyPHZ8Q&hBy7l!&}nUMsvx%V|5XrGs6v4;^u*wcH>XVLJI5ceJE-geL%8M@gK
zDPU*9j9k4TQ;&U-KTy%m@aR1%z8F&2gunkPC|M1e-c-Nd8c(#0`3nZ|xy;tuBl?Xo
z>ATLZpoP2|B@Ks+1W7jd9vmSX3)}+oTEBKakVI^(rPku&owtBjKA;sqd`%BLHEi;4
zDj|p)r_0gX+~Y|GAIDju?a@UlQ-f@Mnt!5lMkSUBY3ji+ZFsd3%stma_P2%HOoJ~t
zAH4SVQ$mVxlEF8b>vOWfS@X;uxEbHRM3+@Tt(r>KnA~~y!o+-yav-RFAk4y?1UcIP
zO+8!I2(-e-J}MQaj9mO^Zf=7E-z8{YGrFIb``%uk-6Aah05*oc|HARlIgz(>&pm=4
zKKDMDKEP6_*f<a0j}W*5z(KUE1~80#$=MXq*a*Hye-7-;dcT)+0bT2Ize8r-uvAG>
zVbQT>_}%cUG4S3K=sl;+rQRNYdU9~YZ!ADydUfh{Jf<`P5&Y<vlbnu@8UVDC3~t>-
zS~AzK2ej!NVTfbq9>-);OAKNyd~APEb4U;}s`(ZN^h!61)wkq{r<>epYK+2)&xk<_
zE99uXuoT>xm45N&DABSjGh}~$i344Uf*CI8+-L)PnK9#T5AI><k@(t!HGF$HW?KX6
z2Oh{XbaHPlMspdbo_>CHxydl#*R@&ApJl@nSTV9A>anr7srwj6Eij5qd?Zrq5`Fq}
zx<Ivg%Fsos(hcg;0qV9*lLEgCUE0X@5S7>=N-tF!UP#44lE{9LFNmx3TgJ9Sl2{-k
zNj^*m1|cbikFagBnHttV&59*(%yOY9hpeL%5<d^wq?=HSuHUA40CwA!<&0QbcW@SX
zT>lcRXss=PHXaezB2Mg{r*n2~=KGk=nSR)grc9TWi;W}7*a9j?1IJ`y*mNYBPcC24
zlvNZjq=Ws(<-BGO@?rlpuMXwI6m)|bFSE&rRd!#$<kfoV#&=jbE}eE1@M*~m`|UcI
zqB7n7stDM46Sx*93LDA41<W&V!y(t9Rm{aorxz9v2LU**@~Ak@t-DR^_LL3I5OBT{
zf{tSnczvP`v&Q&ebiH+0mC?5?OoxQh-6h?PbR!`s-Hmj2BS?26C80D(OG-C_bV`SG
zhj7=%-#Pbu&v(y%K3kFfu6M1u=A2{9F@!e0``n!JuJ~~N%9u1cQPr6?*v!w{1MjeK
ze*uS!ujjqva|P-%Esl0g^HH*_+KJJKO1S={@cL(Rah$RwG%+c8X%q39;LF=9WQ9U<
z*@|Pc%~!oI(*1AeOU-p1*#|jO9~G!OI8!rAlJUmaX8ZGlkl3mmF%1uTsz2~Suc)}E
zr_ml1tb~sEn^T`HE1Oc$=jhh#T^6Tq4caQR1|m%0LdPi}wqHxXyn^9)p2}F!2xCfG
z2`EVHKY)jB^{rPI8gCLUQ~wQsw7h{h;%W#^Cg44qs6R#;+*6`LWItestjBZ3jK_`P
zE(<$dXY{TBJ;p85w*IGlr>1BSj+nv2Y3j)eL5BBH>(v=B3Iwj|CCqt1&7#I<M-8Zo
zKqP&3&FC}}&zb;TXw3iNn;W#><(!2hdA|W`J8OD->hQYXEQD?YNC-(Wz}(WmuuJXc
zZp7XXtAQdCTD=iWjOq2`ip2K^tdC!U$fGMA4sB}L!H6-V^ZY2)539$0x=hRaPjw#x
zkqvn~a3A~&5PcMsI|8i^(1wrs-II*s_xT3&*~8!rV^@nmxe-pUZbp@U@q%nssbe=s
zf>&NHUa^gjmEQ?%d!q=hq5d?i_%+@&0`lZ@;cM~~rmY06YU3Utvemeq?M(`Hflr?^
z4{Pf=rts{w?D72|!CSp(Q(>8{54Z0r%aPqe@ddfs8tYn(Q^M7Hi}-XJ>hz4IISeko
z&i{!4MZ!q(nC@kzuIK!Fa<oRF_|WBr_oMhz#jM|Dsl|*X@US*0iT3haq7U`vGLcl7
zKUVtU*nNR)?R)3#YK@h{lk2qvvyQVNahbQTw@$|F%Il_KoWJjtlv2a&Aj-0GK`1Oh
z3(z27-WS|Q(m1ST4R}Nj_*HfkIgRnSn)-lK5h|9Bv}{wX^ofDwciVgxG|z?@mihxH
z^xF#_j)p}i6t2b^(I1*h?FaP>l<Z}C7Q~D3&tQo$xM61Li_WFgg#B65`zkngkiM(S
zbDc*rqWl$S)F&RER2I?WYP>UqxNzHjKbY1uL9=W-iMDS6K@*djYjwB79~Th?4>f2u
zvil;nr3vXeG3VYCoV}D7hZ7E;YX@6;(5jz8u@|rreSn8rM@O;MBDsWQm(AC<R{|Sx
z5~dE~r$G8M{SdxAq2KIteIKjtEnS|5f$xRj$_@H({i4$l(Bj*#5<2O|a(!W_%lP|S
z1TDY2Q@L%KG^D%)gV}<PG|y<4r7{RS%HrfUbkwa(mk~;hhjm+-N~${$s$<*;MKsXn
zHE!hv%c<9QH9nZh!&x0Ar`3PWz7gTa;(T#-LPg%z2smm*GHhx;4^zL`3eo3#GfR_8
zZsoMx))ccebtFZq$*Gj3s%uPq%Jm^`e$jX$LD>8v=}4omKv3)k$gVeT1j%k$pLp7>
zq)p<Lx7f`y7QHrz1NJqHo{wcS;;ndzo*sb`K?=m48}XRXLqZPTe}H|}h?Vqlv`Gv<
z0uSKu^CYvOm*2i5>l`5vfzJI5@FOYS-;pp2O%nbGbu$smW<LQ-g#{HTgvs=QJ!^M=
zeNvV}ceZ)vJ}K(X&oKrEXLw5NS<!a82ZmEyEJyj)Q5V0L*z2Ud^5)sPG;#xcMeD2a
zfG+byMV`P`+B4R+Yf2W|-0o2kpBXl~_8wdvQRHTpc1KyC0Rpe?bPls;2*i&c9&cyb
z#bH@WoF{LR`XHr!O6*))%4D%}-=`tq{OR!LSq~}usMCeZqGKP><$We{xGF>AIpntJ
zD3kHqBnrA^w<t3gy0x<h8v#q?b{uLIxGe^ujR`OPaw8sSp*?&4szwv3iJ~<Ta{^_U
zQho*@#K40iurcHh0UM%dyDf2QhsGMBT$|$Th@v~jV3-xwM~!~{zF&<!kmGa5zfgc7
zZu$^j%Hn%!u$}4T$iOO0)=m0O;z$t#$_iDImSrvNqCCX76yAlmqr3K1jT*aoGC5HJ
zrtacTh7>sU6_pzqj+N`;VJej6#<ky`MX%*(I+B{e)uOv#y4iJhm|o52BFUWKIgAjj
zWYhllG7o9I9dL`lB;;8$jNNYNskFlg5IG?}51Jysb}}q|oo(XeJ&-_?KU{4Yhnu<d
z{tyNefnIrQH$RZ~QJ2uzKy*ut8SvJQD5k!R3Me4Dv-_z9XdODfg@-*%@bp~qzn#q4
z3S!l+m6a9d=`c#%fUKV}N4os|+rT<rS=dOQFJ<VEMu(Q({k-SzQdMDX-5()0(n2y&
zgMiVebrosGV;oK=_>uI8Te$YVXZz2$vCzP_Rfz7YqZZ;fZKgCC^ryW1G+rap;@c30
zh6u&jt$IKIxp*GhOR;_lN3H>xj@k^Df>yY&aCfw`SW|s}3Kx1{xtwZnx*@f_HS|Fp
z*7J9ha=}DEBxpah?+6h=Cy+-&nGkj2&mw)LK_$M6@aBt=JOk@3Z#NNN_Z5=l@jis}
zY;NM<DQB1rcH?0ov;9<$rVcpmSypC7B6$;O`T!Bv<3pIX38Va|KkaAuoHzr=L1Er<
zReHQU$g!F{$`V*h+awc=>bcE*AWW4S8Wu9ob0nf4;j*MkmwCzS&x@9Z6X(e!*7q}z
z)44>~;>!t5sxHjXVt#HAG{{<f>MEMHGCl?vXu4>2YKDi<`moJX^Y5>47g&XnxCNL+
zrjkZsJ@u|aDSs)%(&*p^LasS87>Q8SKm?SmMP7`^_v0b%1ic<8Rp@BnZe5ZZo+m!$
zLyvVclN#PNsuwEWfe^r*-Z$K$;3Yw*WQ-NUq;^V7ejGUGK~i2vZEzRLHc5-56_ITY
z_q7e~MwwN0E#v0$m4D_-ZIC1R-SjBydc-i3??HuD6pNmhC*f&&%LY-mMRd`^%+P)|
zl80l^HU{0hnW7Mgxd2Bs#;oM(d_e}JVCG8av!C-cG5?$;!V?cy@etD&q-^&-e%M5e
z760R%govB`(L%!!5a5cPa~kJ=P4NRY@)@5C{GzIjHjtqqG<4+^_yL3PW=%)@aOECo
zSSfOX1t$ID&>aN$k&&*MT(~Om>Gtekjn8o?&ph^6in^<Xg0Fh_P^-JKuMC%gfODe}
z?q>)cab2@2Lwf-m)gxxuM1#0-z0e-o{N-YKI4x6AK5Y``AzmoW3d(!~?o+dFzMs3U
zk5$YGK1>-;aNhs%FFUPA@E3}>DN6_;O)~iI<B2h&U1unj{|o-#Ay_Is15&~D0RxG2
z>*9h}5SD9I|2D`6Mt22$af&hZ`Fs|MCffb|ePVz6#d(Jgzof18rE9Z7BVY09Fr;GE
zq@So&;@Ft(ms7W*iMEA9s7_%pC)7R18DK#wqX7m<xogSumS`h;iH}QHXgv~N*jF2&
z;euoRaXs)r4l%haVt)d4!m|FsowzbjBFvZ(b@3?nYk>@lz}3mw7|&+VTbP|6v@i?L
zD$qH*X4T?OCNQ2I07=1aBX>BZVfp#;2Ji>&LBQ#=@7qGX*27<M^*9vjC8N{ByB7^Q
ztKB5CRP^m@J-<z-vJfy!nGzipuzpJkZI_;{^|2Jo8oW+Aw77^N*7huY2vbXaNp!dE
z_)VS`bORGXU>;Y;50CT6WYn72XDJS!BfOn1RN+`7d$&D5NAo0PIj+;$F~LiiZ>Y!L
zB;0sU9%Gsiqx5q+3GRLQoR$EkTOQCFnM$p!1@`X|AtqdDu+vgr#1&z==1@1S{itP+
z0GTE!$j55`JNOWK4&<}itPB={oPjZwjTX@4ixzgdXLN&UeOwCV4y8MrX}@Lz6?)5L
zk{nUj0LP`0D-|c$lo^P@c+0CcQ@AQNRMxEQ##HFkOW^Q2*97jgeP6XZB@e94K(LZ9
zUN#wjbemK1v4`5Q%0@zx;d;ER6m8!6SQZG{8YXpK%gqCz24`kD##@wawb8g|b;V;n
z+5^u4jYuTrlONnMcu@^R_5y7P)j0^}g)EJ$L2}#KC)b`9c|vZ>>6FkeMp%KhHS#KD
zGwef#p>?7hk_oh9Z)uUc0($LCc>uYq6#PbBr|M86pc2e<9}`>2=QCrpH|2BUdbAAo
z!XdPitM!e428lVp`Ka|$sEF;5+E?nTTci4C{C~b4#<t+gm!%DxOtHwq>%$_VCm}UD
zs(x952n)ZiTIEqK``nAN|IAQ5bT~D3b%bCtPt!Y~%^?sOwh0YuGH-r%DBlQbGzu2j
z%KKZPTh&dW3+#}4{f>ku{DUJA4du?8dHU})W?Ao$EIhB!P4}mSa^n-ja*OResPL#^
zPWfw6`$1Y=ajTk&#(3>R1FL(>m%-r{^urN?6utD};Eo|Re5V#Y7W~SVQ+ap8YJP@Z
z;`a7c7_@RH=Y1fH96UnTxqO0aa;KtexMo3Ra~F;!zY@46ZJms8#OL>6ptXt-yY0M6
zUZnWw{N4St&>551SD_ebY(_9!UytjKJ0!k+$hW4{3l$=&Oxm#U!Qod%MI{>3WkNDZ
z_4}EMwyBHsg-<}3Ei&e_Eg{1rv;-Y05f3VC3;{l>@I%w8UPrfV@ncI5Z1?x587yU?
zKwgq>Txp6wnAnSU$eNB9`$k`NrEscwZhZ#6mK7fXR)VTY)6btjNE>8qKyA|c+73qd
zj_Y^m=woM_Z|9(c0$$sG2iY<1YQcUGS$`1XdF`Hv6?2qK+wmTKFqsU$=eP+av=XUl
ziMp^~M5lDVF0ZHC%P?b(*pYKlk*XVN+*EnECdKEOqJ!OhUB;bIOnMx#IIFc*wjo(m
zrJAI%ZB^X7mv5mDpnG{?b)Z|Aw21<&J5g9G8akyIOYG`d(pg1dmbr9|qc#O<q^SJ@
zrsZIQ*$2^c7V`~Isr^S9@=|le7bQg1?9$PAWNT#%<|x#DMBD>c*I0Gm!u2gC$SWJN
zG;y6<>q-AUWVWteyGMZ&#rq~yFMI3*&HkwzE{)wj)IcB&DJ2w|Wj#@zFSp}}kKIU%
z!}>I)3CA9>r2?^&Ul27fH)jr;|D6J~cA+55WQIO`V_WZVXaa5JQy%*|6RPb5VfNpp
zWI1ww9yyldH@f>WwkV-vO2liFz_RWXb>G-D&)ygzwXD^E^=Crbwl+~yu4pk7gPd*p
zY;ii5_5=9E>p8S2%evg2%M%Hk={@!#F)t;zIup&B@ms_>2SDOWLTK~795#q}5G^@l
z*u;~XDQ}D!=Ovk#dmj7rJO#(}W3C|7pT_L(HODoUB!M<5B5j6COyYrW_nRCSyFSt>
zi^bxlswR!CWQHn4ZKlF3T9$EQN9|kg{@qOFbbr+kF9jN-2*i0#rlc8<H#v`Dra~1j
zXLbRt*o>FxFDezU#mQa`aK6nng<^;Cg33!(q`zSBBJ5uyKozt=c1SU*heN49;Y<|b
zhT1nWBp(y>-u~oX6@q+3QlVM>6<eefbyoTXBzvVI)%vqpi&MDS`&^VTP98?X-h6bV
zB-7`oV>jbTkE+`|N)^d2-+ZbbUF-PF?i(j0pqciH7zRrv|HgQauY+kvDuV&pVoj1`
zr5CH-b1B&LA>X+;=R!G2W=x4XfMs$_V1(xrLL75d80`^JO)5ENQyq_yfj|0$f};V?
zSxi4@Fl@cD*3R^d84hkU*0B+q*nwzakM~0~Qv{02ZlU70bYD%k8s_UqfzTeEl@Avd
zkCe*-wMn(($K8ACk^b1t#MRtkY_jw$%j9R8UY~#iEh=m}RZjtL>PTYuTCar9SqH-Y
zfd5(MN<RgV6iOWvNe!h=r|Jcxh>{LM#q_+LjJ+N^CDZ|C_CQXWB(i4wrOcKDEIMB5
z@Cq>K#niG_kA)X<@@GHvN)d}wa^~kuWC0_M+M?29zJBS8CO^W;9Lu1pQegFGUkke*
z$Pww*7zujWI0idETW2lCq1`*7!al6+i8at%lUlD2mfiYh>KAWTrG;4<UP@VdrQ?Mv
zM;`U*T~NqCYQ(n*FEgYn$I2#qC+wX_E38@*ka;%z&9a?90*&y4A7E`g2?uLAzXMDH
zzI%adGu<a2TcH_?+G~?hOtP{tW(By}%j8m_OrKo5*=gHRTD^VmZN+Q_z`Mk3j&}vj
zrlg70xqTjiR!9ngaLmy5*a)Njnm4q99)_K4e7*YK2k?~75GaWXtT|%$VHPFne^%j=
zScjW6*Z9D>?FIe4T!{5FzA+mm@5=`&{4Dq;iX0voX(B1{{TrMO(Ae&C<}Xq_xNzKj
z;f#7w8m#4Hs6lx*R!Gsh@sV9X+~=M$;9}zTLm-a#96Q2UE55`c`SEA6zetxlwsknB
zPg~wmmm}7G=GEn_1Uj0Ct>GGIF(pq4%fhxJ$sR3d&HXYPxK|Q92+3P8&$Q*khC3zK
zyLS;sgEn9NUD)v16bnj;tEo~q8=Yw;^Bx(MH>Pu@)ouzyI}$Yh;%>skwnnlp|E{mR
zKz4ZaP^(kTn2<X<0c=Cfm5^Hjd<>h{l0)4_$>iZ3RdASz?-J8?NjSC_svs5CJTP;c
z4eP)Eg)*A$wk7hKpDG!u<n^odw{Izs6V#itth6yYO|T*on>TLF@K9eiRWs<R$QK(=
zKK-zjQa<i;xY9~9Bd9Mh`i6wLA2nH{Ge?^6$?@PO6U3K{o~uWV^g1H0fM#D*$?^k<
ze&dYXWwa!gI^Mc8C-OUC@d|5oM+w9<o*zMrs&eG}=>v6D0nn0qc0WI$=;v0>zJXq0
zbAj%_J?|s)Zz;nILYscmZ~rW<L*_KAD-5idvz4qt;}A|~Q$N|2NJdB&UbsL)Ut6wI
zRh9TwV_S!__({cXU%347cz_9&%e66bSlXMlUN;qYw-^*Ip#hhk2pp~#aYO0lvkhcz
zO^By8bwbB>y6d2l))G`$d__%Fq(NCNI5*O}G>8L?XW?T!dRd~m<KEdeisBY7hDJ>p
zsP;sU9d8zk3#vyywP1%9uxMEew6RQvdKDQ1XH(;W@7rw+9?Dh(IefTqYf=B)e%p??
z%AX+>I00>TAfz*)k>Qq3oSnvR|8RfPsEE8`buG|ys-WAk)fQ6vz$VitO&Um^F7o(C
z=HbRY>1%NgLqe`5Yk7FIr05GGx_B#5UZox;SEhO~`6w#~?NypNOj#@dWs)i~A=xom
zCqgg>AAK%yJ3iiOd%Bc6<CCV1;AGgE9o|&Zwu%$@m;vWjToRs5stuT$h_6oLql?cG
zZF*jXHf>Af37GUog^~H;x4hhdcfXJ9Tr*|jGkSU7w{4`V#Q`dg;T&(oi1=10#>nGH
zD3*-b2>7Wc*d*GcfG$<L<^rIef@n{3CHqS;NP_<}D-+xgl}48GiKptKq>7s(WnW!)
z)uYdVbTo1$Z*kf21YZ2`lU^S@Oa;NoTl$vrwU>8OXSW)MryaHJMD_0#sm};F9{VZF
znAzdgPAI=|o^c>%%bFNQBcqn%T;W~>UZc{qMh<W0+6J^1zB%(ZrhUMX1Z}{Z`R<r&
zvOqjpn1|LiM)b$1V*`9O)z~ceX{zGCBlP|agt9{(QVf?0gnxp<Fb;D3!??(kX$cpl
zw$`e`fvxn~Y=E6Xa@Fxj(h~uKR@l~f&k-)e_6hAPyNmzL@VtyDi<n5kE3q?{%CZOL
zUYE#lj8bbcS?32Fk#34{GpR`1s(d2Lbv%+-W9Ltxx($T(lnQ-u$P;c*)BQc(2ngEV
zv?z>nJCD9FFY7Y;dcADn$yWd$UZzVg%XR8MNuqI4VADQZw3cu&<s})%;&LjT?)GLt
z7d<d<+2#rY1FlgY5VL?Vx|uaecIYPm=B96;2<McHPFb!Hdda3v2VT_bqWB}zM>#;H
z15FlW%;CJvw%1#(BjA!6bwud-{E=!L`yaNw^n4p45cRcJo2km$p5wZKMq!98a`eOd
z#&p8Sw$+b<k$S9UYT{~k?OvXIgrv5#mmYp(Hpi%1Gp&$U<jIi}XCd;FhK|=TXtO!o
zSAc@Gw#n>Nmty#mF2E&756kA%b~i|M!IHG%0G7uU!V)P_o-%hwO}P2?nEv8IO_{^x
z@2^A^(gztzXq!^mu5BHy9VK!MO`4ZPb47hZXmLq3w@)v^T*Te@0lWyye=p)l%&2?_
zU_&@@?-zsK#39!=b}mh`brB1zH?0>X04f{NJDawR3bP+-qmFm5hnAzv^PQL+i<^Po
z6OI}vhs1r&B#T+X-fqW%81OeC8I<WWrheB+QdiN4Qe!EO07M{1SZA9=-z2&LoiN&h
z84PhA`B*Erb8Fg#XpZ=s#WF=Fa)5kk??X_&JkILL{VvmoTKeMbG*-wKgAf%u_UINE
z3ZTCZ-<aDd)unu3XFRm(pl-W#<zyw9B(5QrBCL{zMC4uN3XcFsI6{kmPi8+_lSAj`
z{Darjkyg_rxZFy#r}Ov8k9wuXNnom0$j`bc8)W5UL%CtLt6AN(kcbhe)3O!x)FYSJ
zBGY$SX~d}y$cNR;kCEaCy_$z9{Hjd^tsYCm$gykN!S_v*X6%?ooRH3vHHJrf;_F5n
zwVD9$I?yrdBQh)%ewVq#F1bbb>8I@kJzbj9=?O$B=DQrxBepEeLS@WY1+t4ZB#Kr0
zmg)ePrLU0I-=#AhV8!Q#|KpT2lVRH}{W$2Lne0F_Xxt`jhzR>5b_Ck_szT)Crckd)
zMFYafvGLz7VMCZf%5u}g!N@w|`mg8z@`OqOV$zi@7Jq7h_-Wk+x40L4U@gsA@9_WF
zHIvGpJWi|YiBkvHX+NRbKnjkDq{LM-8nHb6zTs~6R)rZjo;FEqG2qEEpxbO2^8f#a
zv;tpxmAN5@5j2R327|cypO1PBwX}YU3rlsdfraVTzrv*6cputc$If~34*iKo)cdIP
z<xMC!awoOzib5xvNyuN}(j3;<zd{%lz1bfQF(WYB>g6ck`qaG&l1&acgq!0__9^?k
z`y)vHANoY-TVOKF2jd90_{8a$xQNauks*h0I>HpSJdPT9vuYsblTm1v?Xp4LKlhG4
zP*<^AnFmtL@)*LXjO<P-q1=@eBn>bRQ1j#RU|{!}&chv~g3b3Xr)1<1h$SvP@cgdq
zOJb4HQRvqdgR`Q10jrMe6tgxJbR?NcK`pi$^0SiV4@)Y-B-OvaK}8DAQdEsLZJQhW
zl;%$yNJ|LKYJbI$xsyvMGW9RH8#jDi4x5I2iEX-DZPn^tw%Hp8H^_HFVvSot6bzGD
zi>HjoV_3n8oYwvPnlLkT_%WQ|B=1f1W4THqs)VVZctc`ejza;nOyTJlWI8A!tIl}J
zNp<{%>2_Kt@n@1`30zdNYo@pI&Gm{CZ-g6ceA*QyHUVI&C_K(?NgT)r)Anzzwn<#y
z#fU<{zMRqFL~oSm#n|TAs+-S@(Bm$jg;|LH-Y(;)fhWi(jiAR^<QtdO46-?v=a}Y|
zxR&sh6AkaGf>XN3J&WZ$dzbxX<OrAYY+d=4<Nb+Dew5%LQasdp4Cgz>!h!y*5f6wf
zryiIx^IfZep|q)Z3y=zKgg>Jp;;fXDO1{3_mXQ7_@STb!j}e`W3V@*Oiq5hlahB9)
zejGVkZ9xRrwfIif#dFBBk{z@#JQ!62P*Ojlp=qZk^`Q*o>UK>^;}8lsEKH~h9B02u
zmUbug*H`k))lveGHuJYm9xXq@!2OCcvHPFjO&piAUAcj^QV{n`xqy<-mDlnw`gQXn
zq5I~L`re7Uvb*A;C4&vXeIweJ>j<}obp3P!<#XJBz2k@Z$LdPx(<-r{x67#>>Wrp9
z4zbZuwH-d~xxEa;zDlB-{6rp}m_dMdzILE6mu5PVhS@pNH;X@N|Li-J?8U@<9*9l`
zo8j~Kc3|UQ+S5hxZ>c0z_Yu>A5|qf!KZ?!A+NUg@#@9;PP`vPyJTddn)aoRZXS=nt
z!f45n10}l^q>%V_Z=oy{#0R6u`P9?p8KK~o$d4cP9%$Lx&cH`OV`2U9X5TVMg1xS_
z9(mW5c3#>G<LkQR9Y<pw_~<b8w$Z$epbh7Jf=S$Pj?a&@&*<EnJ8v;R>JR*sA%Rhl
zg_)V*B3TMjEEL3P$(MxT5vNhoE~id+mQ1$7;^P5499Rfpjh1W&pDRX`7<%Q23AlR}
z)64*l9|!_DEh;H>_^0VgP5XsR+A9{QTYDP#a^x&!n3}$PF`tOYf>r2c*9xZCc?cK@
zx?Q4wu=FzVDynbUXwo?NGUnB=*JU5VS!Ky*PcN%0W<@MF&O)x}Q%PIDh8O8%&J)!p
zF+%ue=kbW3(lHx;Q@{Hq7}|yXvOYY<jyRNNJRW}kIxh{g>EItxX2k!pn+jad|Dm2u
z6034j6GG}+2|8BnAg@@O{5UvdM|k@3`b85G3gi-WDH)(ktyqRRUicok`II2x0O=PW
z#$VKZ;FtTZv44)`>rd)ZL(U!i()C;tCxP6ma0sIa2Lm&+HX~BbosjOY{E>Q1xTuXL
z{J4~W;u_a`u)}9IU`c{|F+NhQ5<P_k-{m(Nn@Exzl>>mK?2gQE!xlJOCBM3d=Guo7
zD6x7}&AAr`SHa4KIS1uRVc7CoZCQh|F=6+qaaYl{bmlJv%vv_n=g;koIQ-B1yDnu2
zT(6-ik+sJo@rV`q$&(Q~mfliK2FPUrzZa8q`XaRj$vDn_4T+P<!_&W^=OmDAuIPW-
z4GUIA=wIS;My!Tq3RWg{IMD>Fk-CYQFqFpOb9Hz}9fZ8}qNYq~tP0MKm<OYSc66Ax
zGgaJH6>yl|&=GT=j{l8#Cd-P-bV1_zCGW2^*h&iQZYG3%TuS}=3p;!St%IHC#$C-z
zZ?I0ey@;NP;w`ZTt9)gK{}xVO3bqnY&JI2|WGjvR+e(fxCGR0yi8vkctagJl-rSpj
zlaVE%<ByGV?9vLt1U9FRU17RY<uwO(AR10gdb8jqZ5j4b<!<C{F6$(1mE1HHIQ^xs
z)H0V@CAVZq-8Uq{{#Xol-hp%WGgfr6^G+NSzcT1Y6<h^-Ch)d@2UBV>gFsx9(=QF7
zxE6_cu0eNWSY|)P${Np@ugDzHruvCD6p46*+S$yH_3vcWq>G(u*(JCwbXBGtqwMSP
zaz2+8R-?E^Io8xl3vj2irE_KQ79BRMsTSX_b7az9tA0_80ATu`-&E+!eM!L&39?Xn
zvy$ZHWiTNTF<%doA1Huigsj)|+0?=Ec*yzsUls*iZ;r5Kv2PoKs<#)p<IyoZ6i1^K
ztyx|;E!BC~EdfZYZJx7k_ivEtLt2+K@wJ7TXn+(Z_I_cVCI`0I-Tc1gpCD0fEt+xt
zo-`J?@&@qlca^g}pg<z{FI}?9HhCZP`l%G-bSKHKGshAe%=!Cm$Ewtue_X)ZO=eXZ
zd}M8-ovM7x3Ei@@Luw+`l|-3tAH@1$z5t){>^X^Rf7RbB4zu>Rm>%ceI^SBu09oBT
z-W#m}uzLU6;D|-66_h8F^AtH&>wWZQAW(14l|(NZNGy&R<HBET{HU?UC`N7beOttN
zE2<|Fk5#W3d&Tvr{qeyc5T9a29vXS<ouUY3z=fef_H>%Q-^$kQpU8mI)S_o@f>iP;
zo+m+VlAfK`9c@0Y5$J+Tq*v)uNUWY09$<)-SP>#CkIqxmb2~vADEqq$uRFy-sv3`o
zwsaNS1S5_TZL~f|Ihf@*P!dBB!D%Csh)f+w*H}mJOm2J@5`JHA%MF9=ni%`<w(`r3
zPWGcd<L9tXb8BPzM%b?#SjdI(5xNwPU*_cWT6?06iRKZ3@6(oeHA;Yrkvn|byma3$
zuY<z|D|QHPbN~LR!v=hV+24rhOBTvW6#jD5qF=_NM47bU$7!%8-Pqw&n-!SrM#g;~
z3`_l?svIQ|oG1T+7TYpr&5YLq=m({zO>Kc&9?=irQh+Xg`;VJFB~zjo3-&XJ$hE60
zpHnvnmmorrgoZ&Ry>1z=pgmW9sh%@0d_xK13R+18$ek|@77s=N&qJD(HH~<Q)m*mT
ziwz%;kIqasqz8TIzaQ^H$3IP7*&fO%M@Z<HN3DMcp7r~GKkNISc!x|b6ozW>K+xqD
zl6G)@qGO){7nSh8i|QtjNBuT_7_r|+@P)>)&yZC#YP^m&Gt@lO(&n}E%dj~8?+rFx
zNk~rJ-*F)et-0-wXpTjF7IrA&akQj(Gf5hLKS?SPP|js|v?PT)SHMCmn`>&!a2MA$
zp~utk+6R35bY7(gPK$2tGm>kuSiK&Mo%#Q;p-GF~gl}cHoK5vVy2~c4Xy2m!$if~9
z!<ryHW&S*KvcOn$sL^L}`u6?M9-9Ql2BdE}O6PDEf)am2fp{bczJLnC!G$1@>jShs
zK>1}5D@pA~vRf+#CM8BdH=l$5t#SSG3|Y>9T64T(T9}-GrhfkK_X8(DDiV-!@pG_Z
z<6*zuv5bifE!n7mGadjW-atjTx^IqDc-sR>NQ+1|lrO8m)It2{1NsQf>#eJ5E+V+^
zst6B`8gD6VpP+w26CLh^4(ahW%x?VcXL>*f^Igy>`#U@VMCvS3DPKtVkPz9a{>BHR
z=lzdVJHP&GR0h0}lwnpT+6ERy=IOW<LbgGD@+fTt!xqVT9KIg0XWE=6Q}D8~1}_E|
zlENpSQjPyw0x`q~tJUo9v!@GhAKU_d;)C>w-d}c;tSma&lW0G)o9psBer1-g_Q-xB
zsjcu}!$jSP{3a~{j|(Kd`+u(lAewbJ{0YjJ<KyQKWOG(WS=%X6d2RdI(fVNMdYZE6
zkhcf??8MwkUQ?r~AJEY_+ZrKq=~xz@4?ewWXIG2^SnlIn!m4c+O6M4x{OW63F(y6U
z46dz!6$J;`u3;?t@>)<cnkR&Z)7roBWv8LtZLSLMwS^Qv=znwjM%R#B4*rFB>sU2G
zGG7Q){(1I!1l!Gb=~i?oxz)YGx|Z%=4dLd<?NB+DF3;ptco5}gM>q?vF6?ffCA$rP
z|H(}_Fq1AzVaou>E(4yW)edqWs(@)bG~&U+W3KNl$u*uDy6BB_A^u2CA}zb@aG9!3
zv*w+A-27Z)ywqpsFRl+C{l|s>KEFpna9-`aLl-h_?+hblqiTh|1XzMEV5zN1e9qV|
z2v6_Du>6<3*WARE2Xe-k3M+4+47h#7w{9J`ieKHR|H{Pw9K)Q1%v7g@f12cU$~=!x
z`}y$1A>=4^7$DRsGRtgfROr&1`u#FFit;#rl@vzmZ2)3Tl*cbFv3VHQ^@KCCDW34a
zYCIX<n)(JFS}a&qWJ3Y@yE-1ZPzr<aRr#WL^JR>iu`GTR<pAHm7c(D**H0=>kgMwc
zmi6s`$aDNJ@_a!2`uF)O$OVqKS2|EmJ7$LTjdqMM%=kS~wDnI7X5+mq?#s)I>!_x)
z?J<KkpBq5VyZ{|eA3!%<#mV(NcpQkqAhLl2QE}t5JyCWR&2U5*QH4Hz@1NFg{g#MA
ze1(uW`;T8N`dbd(TCDZHbtGi)kGlcPDjZYNr@NwU^OTHtwwS623vy4;5j@=!f&<XJ
zy+)9%>po5ns6NH1{$5V`<kW)_`2D<)1J+)ythI+*Pa{!Pw;8KH16MtfoP#}kB(LUH
z$^bi;)x^eMQC9R+M>H4`YfZAQT>F10Yym|c>;4vn1O>}bWnOABh<CDl+>Y(=ZwGe$
zN4bsj$60b|?bTTN@&m?nQZYw#*;!NIn`$xQ#WOlQ^BaroI~X3J`8UbJ!Y@=Ou=6w(
zA>=4_6koahEG0wK1g|>SRU_i1bFZ`&l_;i%&D&uI;)SDrGxzA%0dz|9Z%senmUutJ
zzQVHDvUX+RmC|LJ?Hyykp7#Wn;y@9rza?*4OSRmJGZV?h`he{_mBXDemY6F~g~kH+
z>u}C9FwmivMa4b<!t|?uVfw;I{gco%b(wZu$@{A~lc!^maUC(f^rCaxg%D_!f~-aU
zr94TZ(29efE_neS3IP#Lju=#J^!ZB=8k?tjxTqY~bHm}wjjaNj4cQS2&tk2&BrJ^a
zeu4>g8q<el4Sncz|CgWAx8b-0KJh4<=ZRUHsm?=j6II%Z>e^1}Vp9hs&cfMn%%HnD
zEsyS5tQY86IJ5DzsnRxZ@Fdr!7c7uuYNrD}`4J_ZhR`q{Of=iSuP$D%kjl~u<fCE*
z_P&t(+3%-{B^Ge`l8IlB0bGZPE*I?EKe^3+{l84fVf8Xi$KN0DfU{~g=+t`T2>Uvf
ztM+6+hwwz(Z$|9v@AlSYx6VwLIo^F^>wWQ7jVWBQXrDX$;FZ(Yau$%{C-p9|Ek^)A
zeO`er6G_)MeQ|JhXVHcBPe#W`-usol_2HH))FTdg*7U1mQzt8!)WuLP7YZaTZQoEE
zP#?`l<{`P1Mp{X)&WHTx^T?a+{+1Say)7)f=a3335S`@T_T^$Wu*f|zxc-5s?yTR~
zC7Ze8wO<Y~oOf1lzn!W))}b45Fqm*}J0nT6ZQ4vR0Q@#1pS5thns-ob-hk$)!-YmF
z#5eQn@;&4pTCv_x#g2OyAKFJKY)>QhW4T;EWm9w19!NUdGxbD4y)#SsW|7>{TRqTn
zIKYf-XN+L``it~{2+KFCCvKXP^;Y#T0_Ry;5kC6?v!Jq_`I1(sB4^@u9GuO2_YM}M
zi0`=sf!1RXT2Cw2pCEEPewnRxv?@g}gr3@UB(9#PSfRDj1)YfJ=XczR2+UFJfxGW@
zA->vSAF*?k`7R)L4$%ppAZwDkFFJmfj`jjX+{*8V0!?tUj(sGaNX1!B&ur|PcWEuF
z+WUY^FsgBE02fr_PJX0e@PL204J#Oy1CwbKyxkty1I|AZNiefdeewqBjYhBM$>|3w
zXLZ(WEAWs|S9qk-+9gIg9Ve^<BdRan6}(E67(64Qc<fuV<2i8M<I%|?PVbve0?urf
zzdr8Tqh&sjVXLS>r21vYz43Jta-e23^pH$#3-G>SBYMU6=1S(F1n&3LBI^<*@;C28
z3RwGkXPPY{(AE2Q*ab*|>AUa^MEjnJB&m%YZSi;AsK9<eV2;n}z&vUenS2XGHSMQA
z&;pYX73!BL0aA`U+Kv>Wl>o`{0ZjZbEoR)|&#6zFb2J3>A@I57E5lIxLWgkx!vmzB
z;SUr<dwDb7pUG?bZG4(v)V|<!<%NcY$Dqy#$v4G=V?LiEz3EH$%%0anYc$orgmmx1
z&JmD!JUIgUctz7VQwDpFox2_t5`8u^+0I1k(@7zk<zVn9M8xE)lO_9O<Cu?z;LO@d
zFUFVke{Zvonw{u*O)HQw!`@~y?SGNxd-*NLRioeJ4O#{O=eQ(0{2Ru6wm3EQx-2!*
zgCQDS%3Q1I5MF-gC1Ci<XI{d`4_ox#hiG7mmwsgAB44gpj<aB;cz(mMW@}u8hqN&P
zH<6lR1M@`}rGUgrp);YXdU(F-eFi>*Vj29(uc!g)OX$|o2o{jrAKffS{sf>Q9r|!O
zCnD#WVZGD_k7zQ#oKjrgcWBmXKv}9_?Mh&7VEdf?(6}0U`kv!tQUSTLuoSccg)=u0
zk$^kV7)m=yA6*B}PkJmhkj_Q@OXpf+&<%pEE1GEgFM)Mog!3#Qcp24$r}=KK868|i
zcE5@^aqfASuLacn#s{q)v6T3rr<_Om!w_tNT&_}gP|l+D_3>}b4QCLgx6ePd-NyO;
zF7Hmp^J8y<_?UN;u3*)i7vdq6Xu*OGnnsVIAE}o`itw9xGtR-yi|pQISy)x8MVgPZ
z-`?9YbV~4;ohR24F+OHrp#mwy?`*4Jbg5%C7M~sFs0+yC3I5$?CM916(rq#8+?M0y
zK2X4D=}^Db3oWD8W~cTsH-G`i`b{g8GVUs^&euwT1|MehyC7rVmx#@P>!+~CE)!CY
zbBq&qBw+I^;G|D(23{mib9ySpKldjuBt&uiTb6Xox~g<xUx6>&)3x8v4w?@A0O#|^
z=`iQm@a~(|tqkk&5GlTi+Bx&gyk^Uvlusn8FKZ$sCD(264`ALVNJ?;GUV09qWp{a<
zfU#p|Fl&u;#i8rigY#cJs;;F(RhHInn0^~}Nw4tDo0K>dqGAsAdLCp>4ai(S3QIge
z&O4JLW5TQ2t2o7;!s^rZ^F1BM=ST>|8fEzRMD{HhN3az}>wPtou~3jDaa&jHn^^_A
zQy-Lnz~kwT+uvJD6u0WAFctgaC5T38)hQZ7S&4@a_YBV$qs)xpgq*mVr2O1&K2~>a
z&r6f#dlhjxMpnuT(H-;Y`ThOycE2*UvQ6pH(-|UWw{V@q)!YYKKPvz3C|tO&R*7YS
za}Hf-)m(*O6id@77>y1xqU7^#E2Yz>_NVmfZw-CV!pyPOtL4Zdpk6w8{gdFom`i#j
z9n0<Kg{&09^+|nahma{3reB`m23sVbvdZ>8<hMyq_lB7AT~Bl|{LN~c)X1r?1l~0;
zRBTog1t;r$>x6qN66Um$db3XA{mh;$y#zs@lv+5Ew5?WqjS|z|OnmC#xu}IBoq*z8
zV0~-g+6mA*3N%n-B)o&+g~^0+fmF9qy7T@!aIaB~I~?De96Mq?TSmN3JUGv3@Cfio
zJ@MN6S_}jgfj`Dz5`Eg2KGxviVkTvaGysFEeuClDuqWWSkg8qToS>jQ(7xpYH|4=6
zML6RwhQR%Wnj*c^qm}kYpd0zL-4;VWG(bJE2w8OM%bNW^{bYpfx6^<7?I!KO+7pn!
zgTwrPwn3evOkNacdog^!Tig~7Q;+k1kJN$RgCY1$EPNlPti$39n9RU?T+i*}hDpku
zb1B34XuaiZz2zOF8DuP514wwc*;G-j$)Pu}qFc|pFgH-kOeS0dqxWebeE1o6O$htv
zY4|l$hm%!D&3L=QNKNBeIvEGf#-&JH6UQ$AH-J)X5^j_=A$NTFJlT!<Q!~HmnvVCR
zRL1LsV8z*ssW4HzAoS53;L)fTmXlmP!|qmWbN~GHFdO8l%!!{a`h8ayh!)=mSNpb`
zElrAmbTp>ePVsY459pnrF21}UOHib@Z~yDY`%X&;*4s`#_UPT~G{b`(pqd0c&2_6t
z5fHwExx!;G`R5GgOzdg~Xw$x|*fuP&)ou3LMAAYq5=12rDJ1@Dhe3N}%m}6YQM2P3
z>Sb1pK7G8|fGrLR`uvb#99`@*S{=BLfe{j;_5rP?vO$(B(h$V6KC4{uKu2^-&j}@3
z#Q;|Rg?aeu;Ph?%wEmTBg%WwWZN%K5$<-xjoT}yUvET5)jQpFNpWbhTF!vp7Y-EDd
z(LTXG$o&pg=lUI}lHWI}{iY{h#g^6s2!UJvc<sl6#9XaMRR6gTmscT$No=FMVVUp}
zY^5`!88D}@$a=RH$vV+^0GfnM>Hhp<6(1DT7*zF)ws5wXgtG2M%uXX*i@$9S!1;L%
zK*<c98PV&#@Hme+)@U9*#}Rsl%)-v8iuuJ8(g1p5(1-yB4Kqb+@Ie7DbzspTeacsF
zSs1}YR<+wWxZQ5=y|kQT4X@DK*n|0gA9PekJ(YYsD^(WHmDjY%Z8k8fiovp)IBGOn
zzL08nmmX^}=6_riN-1+b>qILKSbUH7XJSq57v=VHSU}p2VS3_wN?M>y;&P1Yf?<l^
z-9bYbbiG#q@cbrr>ZdRcCh8jx$uzA~AaaCYA!L-T8?z}ni2UCg-u3-*4Dynik8UmB
zqD1snvwIG!=hEJ!!mK`YUbwz*@GNS11C%I4%ClRp&l7IGGKRg@OJ<$y(9=K*1lW8i
zPM7LNN#`_}(hCB`3fx$CZRaEso9uc(uL53rTLRLwuwn;o3O?^s@qVO*#TiRA?(&~|
z4;>8I*ukduwwBt#%oai`Hu}EHFy$pW;?$`&d&bl-YmCB+#5L;xRh|}-I&HVqoHyTK
zZ}8RFg83~Z0j;!m9fTw-`d?V>Sh*Lck_3Sg((z8=)GZ;W4i27tXw52jynBqt2q6)@
z{`tr}UHYtLWg*8pBL?Q&7f{C<EP2i&w}7&6hsu8N{%lnSH8Paxr7`)XL|JP*T<Eq%
zL<};gn(H4<9-ctm7jApBy&(IPwzfo2k^9~Yse_S~ay*bguhZ-wG(3YrLEvE30@1?O
zMW6kE>BSU|@%N_;Sv13C?Lc~7^LmV6{(#{37!rhIRC=cMP61EHq`!N8z(nkw&?#(N
z+NFD!dU-fxmI~|e)gq?3EDV_l-J6+!tSr%nqLY!r&QD#o7^}S&GjK6rtX+1U7Xo)_
z_?GZ|H-SzkyGP<{(V9z;%{#|2W<_18ClqIyBHn&J%Z44eZA`IR$_xnBwG0N6rm^`Q
zMNjRRKif*fA~B*^(NC?%3xSsoR!mxmpSG~HX|T$o=UgTg^ZH=(Bsq<Kz`Z?z5t*4=
za|}zH4I|AwwR**tE&E~DOX$zV?=Uj+$&)^^=O#8xw1j`kKJ2+I*vbS$_-9}spY69<
zs$n7>RzZjshLgly=P=2sGO3awGQR|dhcSX&+n&Y(IrLY|q@&W$kUrDFwoRh+OY*Z|
zQmqd`1UB*J44FP@<P>8OUEct5AeZJZ|E<+D^AL`KK-sPY4~QWTcX46|p1%K}=ndJU
zfO^J$00IQxQ~fr5vJ=C%hBR))RQwwd`0^(~mXElpZC&1jIQ)BM8Vt-q(U|{ivK|2=
zMfD>*3!<RP(P<8I7^E-GrN7Gh3O>digv@pQsixyBX)$#Oewzp0j>J}9`yYxa4*%?a
zD658AEuVogWFdBLWR1412;knb@Qznq!0}hv_W^lTc@mn8h(z6NE@{Y%a!hbTPle&I
z|Kgo}o|1M_H1x|IXgDNv;HiOR|4ZH8&`x1SYi=CslF&Q!Wa~KjxEeeRfRB+ty710f
zVka-x{=3ZS>w>1}llau}rJ580Wxbl7#w}FF6=d=4H(Qym#vTmM_}Vp%lkd<4|5Sk)
zoX-*bKEg-Immc|uZr>K)mzE3PA4@PmgJLysTiR&G>;Fp6rN8p7ueYKC-5?2|Wl;IG
zuE)Iq=w%&Ng%EIPj5C01wSz%y?>YlMF0?Rmc&_SME{Yl@7(1DhjN5slTG$F1WzM{k
z+zJyqrNy^t6S|N2DGC{5eK6XGmy6p;uB=a;HYN(Cd|5xk&TUr!sbrSF(VCOW<nI3C
zC)|<}l1|+MB}j}~U42MO+;|J<(p%;qo&@Gd$>G<*a0Z#O7Z4)18g<$nOit_V>uyU0
z*1R#g!m_}cH^<rD1h5AH+LOxDlklEOjW!2!HN<}VV?)unOSRZ*xYS|myBDLqa%vpA
z1V4^?P2~YO{`1)IClP;PQimuRhE=(~Ya^7>U!rI8*X%Ke(IPNn9FNCD^d@+hb^}en
zkEze(pZ{RuT7Z(8$1+(cfxxTUYBDdKy{zgmIS;CmXxMjtseig26jq$AV|TQ%_PY4J
zt1(C2`@xgL7C5K&ra~gewS^4ik}m$&N+S9lr%|pAUm<Kg%~Tb?=2Mj;M9Nxc*clW@
zu=BStRX-w3`2%XML5s%;Am*Z=me@r+ZNsrtDSCHQPHPQvMQCSSE8N<&lCtOqp85fN
zqVXVM*Gf2-wM<%Ew@;Ck>*KR856ar~luQz>y6@MAeWr@ve-p$7BgzdF$QcYt+<h7Y
zCI=Y=vjyFPzpLp#Tw?AfX=Ii{y?gz7p?h_L{)xf1ta=1_U;ke|$$zmmKy!|Tgz^A~
zv_jM6gWq>~ss1{9+BV8<3g03WoJrthK#5J)iW^WkN`W;wq6>NxRkteH6tC_gIM1RV
zKdF3%@DZxg(|NJIa`XD6x1QnGSUGvryzJ3jNCK)K)khuF1m|{|&9ZJu*F{#m5U^!t
zhl-@@2?dRLieDA>zuvwAxVkmRivRunLRfn!%qjf@)Q|}UvaBL9(D(u<EcLDEYd53j
zZ+b*lr&^S%<<-@4C45?U2#`GFzlcxt0~|yWKS*fp`OdHvjwq1J((xB|-6u^;Vxm<J
zB`02SEBUy#Q)JTHFI?L{&k72Pk)-|PwYCHMhMh4i(JkY;h<-DsS`QM<{@=t6XVdKa
z7OC8D-l)QiGX|4H=M!}aN2acZS`lyPHM9h^P~-RCIC$oTLkPBi7O!XA^ggP8kqdp=
zgRn&{(J*U(aR~nx+uHt%Ykk~fG4v82&S(|_ef>{rT`U{9*$d`E<?j^`HJSenCO)D$
zqt1b94k(jPG%HUgdQ<Kc4(71gS*8`NtD|GAzSpCePnbsdN}Nnlw+}47eh_RI*7W6o
z5kM@*t4wHfG;bTks=HZwHXvl_S)?hPV_^ST%LRH`az3;tIS83F0!&^ZSFCFqI5)*J
zx<HTj%x_0Kx8;=_&h*+?gKzb}&@-45Zpg#ybmy7u21X;S^D|ErM;P{vh);E6zO=vZ
zYV*2d!)CLMPkzVyr#8({V?q`yaoHLoI5Kh!$SlNQ^Nc6qP-rvWGBt5KUt2-@D}A(k
z_8O~25;vrfAaEfyCXwb~!iw8BPw<_<OMsJEp9aQ=ts`|~9RIuggpa<II>Awbsr{RU
z(AEeTamI;&yn2E2cPN<1&qf#mPB5)}Xn;bJQY30`wYhOt_y9|7U@)U;HgKd_4*ok$
z^C*+!M-PF~o8~v{KmzFbVc6;_$3~W;fF6eYAgV!@-8vae4wNpo_6jKD%O>YSL&Exi
z@~1REkg5NN+OzwGP<ZAERhq5Y>`KWG8)&M-X8A;Mpk28R^{qoXBdJ<z#5h@6p3zpb
zF4rk9Z!vKQy7X(~<eT%`HOhURrkCSh&9FN#L{_T3g^(TiyB+g=vSHk?GIaXP*%X3K
zsEt;u(Y0K%C=zEW9CCch5H#bQX{Qe5ow5>C3D*~vB1s3cCyGzG@Fcq(gyJ*$)QQ<`
zl$N@ndLr`w?Hy_O!zB^L4PB4QL$Q#I?8)hRlv6$9MIz(4x@yys&Ce^e@*tWU^cDcu
zrq2DOQXjs|yn6J2wYk`SpXgmLyERaatedcitN77yKkZM3XalZE^9$^ShWffaNO(C_
zqbmY*we)}2fw@3Q=-3k(j7;Q_hx3(Pnlt4$1<Uh4F8C-54UWU8Zt@S`5*PH{CFT=*
z_>qq@;FBgWOxL%_EVhUq81vMT0bgeWhl4RY-i@bCggP+89&gAGf?Mvb!0hneFk?gK
zKbM0vC3NyE=HV`eKpfEaEizezFu}6^v6~#DBlaNt0ipDUZ;PSKDA9DX=k&^>80J>Y
zDS%CET%X5UBr|@QmiO6k9<Ka|G2v!!Y>M^@uo(h{Ih6I$#_cgJo01cm_#0}dE2kY-
zDW?+J=F3*7zx_g-z=pQsvVXl~|Ae%kD1V9-zP<i?CCs2De81Wr?JvpR#Ul8W%ec)^
zl=KA3K<2pDw}ujub(j@D0O}vV74oBsER4boj-0tB3@-<mnI{TOW_kHDlIz`so6lK#
z0ehW(UuE~N6jX&=9l(%)0-&X}BQCGhFyNnXdGb#e&cgh#*=c5m0XiATr%`;N;>G0A
z2H{Vml%@2EIs}>W=yTUNuhb|VnCHM4r3zs9uji1XY?o&Vn2S}sCi?yYVASb1vkAQ-
z`MqNfU_^A*@^f^N(x>_BuRI!|kU?mk8Aoo9deDd)xNlhqWpR6k#GI6I_zbtOx_!z^
z3{y5vCv0|_A`*FGRlxiuI$sml&sj-p-@NYyiUfPS{Lfr~;ljkS>#z#3G9-Rn<B1<k
z030<iF*P_ogA#R-B{p7)Bis}#@LNbI<9m*nITiEwuUa)<ni$B@FW48M@L-q<a`)O$
z?mRJnmWrEODcd==qvfc!(m8}6?D|@K%+1}ekrID}&xScc$-lQUF#`rQXNr|`fB~`-
zusxwjWhs3GUY*VJ?@Q5unS-xPF6gy<ykA&(sQ2ySdBgQTnR(8pq?7&i0po-$8LYXR
zDQiKCgs}19X2#Fwl`+wYbeJR3>v+301xEICViIX}f2AtUs+@a40Pb~vx?eB5$N|8<
z$fV0|t-&y4g=!8_aZx?ag$JgeN~YPe#l6Y>wli!rFub&xNW_^L5cDWoc;W!xZ5f5J
z7u~Dc)YIoQNM#0**Z~Tu<nFc`bi5%h;DDM+(T95h5WwYHt4V!;FXA$1_T);NK8#B|
z@45Eh;>@`LqAeL_FXwrcAy2c=u);zLqB3eanc$eJ@$asrj9HY)dc}>iAJO#O12a4n
zuSl$Hu6?`;$;+MK<8^i6oN^-@HB4b4Pm=og2R-E(dXuek+me%mRvfFsnj;3qJ6G<X
zP9e914G@8+X#a`U^TisB=R%REDl3vOLcgw>-U?e}MoFgg*!k^zd^j%_36!&Iy_jxT
zm;pJE*J>c*!!<|@H|Ru={{m|9|B#)TeUhEY_)-TR2h>}y{#12&o$vgVl=#{96(V#o
z*Y?-##1fJkJg&}qHlS){F*cxk;t<LPWd&N1ytifYH=pAEOlvyEg0!Q`ZTJ#~_w7rv
z8C5O{Z#S{HNVZqPTqUJ`>mmL30dhlT(yyrKGUhH2fv)iMt7OAFFCM{l>r6=rPMBC4
zP?ZI>+kR)GHVEj`xJb4#dkK?VrCTzacF86o_D3ott&Rpl(s<1BHtJ2FxEdBExIeOx
z)IN^tr?|p5W3YHl%1`GaDZWMFi~yvB^#G1(+ItP8H~Q;RzAgiJ#sPG;+YNdf>22Oi
z0@=-3>x=>j$B|p{b18f*q;M2d8+hw1iT#cTgBmoauK^I$JN$lFs*{<PFtDkSoVQ+-
zg^@TD6A$}!u&CEquW~cz-;|H^7^(xc$Q+=1e^YUZ*0s(|eZ~lpY&m^L<@`YrDlgxc
zEXz_tQ5V_pkCgd(n6dd<0Si}3w<dSzyPs{wS~g^-wh-R?c372B=bvJOgPAjAHLpUT
z+9MxBcImStDsD=8scCXnSLurua<9>Tn>_P3ns>Qly-DPH71rLGfWv^elPG0S{l*wx
zAyOd}R3}~VD7Y;TxBGu65$9#Mst+xfTRee=k{yeU<Hfr>hI*?@^`{f}SN2Iihdcc!
zb#&N7t|_mkev!j8zMKW7A9q&Ngh`DYp$v25BJWz0IaZ~{Tt6V1snz2)p?g9|@kfI4
zOFu&9oY*Oa`p&jrMzkb_f7N@7dm!1d#HR<6^w%GUuX1Wzj=GcK;S<j+T`hK_of51V
zUXu4t&!~7oS5(K?+X}IR4tFoIm5UFjH>>jn7&L>R_%Zic8Z$Fxbhu0IL$yCRmg>co
z$T*MZR9N9nNm(>>9pU?h^w)c%O+uQSw;_s9Kr<_k%Sde0z5Q-U@URh<u58xjXqn{O
zt-<{op3yNd1SbT_B?xGk!MIdatawT1OFm~K)zU~IWFn0BK)mJ-wD)37<9e-%KV7ao
zn)B@4U$4i4v8js3yY|Pf5?6joe8{<PR2sOb7!X1S{|P7xMS!6TKj&MZ@v;hWvcfa)
zspeV&IyToI#MN1RfjNq}0Z?Y*Y8{UtbzgGTcn^iksvkxEk(J&Tw4eCy{(P$wv-kmt
z?rue&EAFbFaPVN0?IM>{p)7LcfUb~q7P#J-c_O)SRfCDo7b9^#uhXb%uxsU6aZGxK
z^@!McfJ7m<ruY2@XBY!PS^Uy2Wif#htMRQ?qN(B!2``esrSysesla%xAC<PReO5k5
z^oIg;^C(EdGxS^_=y1lAMFs;h*XQL6d=muEsz3PJWoWA$?iy)Rypg`lA&AiZZ;6<k
z7KlX5j|dz_QMJ6AiPW}pAn^kubOVXsFO+~r%>Uu*EyJo@+qPYrfpm9ENp}he0wSO&
zN_Tg6H_`~wEg?!H-JOG$Mx<L>T3FY>_gUNXe&4p%&-r7{$+++9I`1=%b3f9-J6Hkc
z7$x>bi!adG$^mk>D@QR{xpu=R#2v<E@t|wL6quES<Fb7;cKm>>q8_?&Td=8vb+DrO
zr~OfGuRvRIA}I|j9cvUe2gXzRHvSICm0*0FX90#YMKEf5dwo&B)9GHjrr)(B33;*N
zX}TmFB)3Ol68W2%ZcB4uEjzdS{RC|oMIdXW%d`gS)QqlIv_K}>!<J5JOyfZx-axbT
zW(eHP#&8g(2N=%1(bUa!U^6PW8SEYxF!6R#ou^8X>9a0viJ3FZ5aQLlP-)dgBZ#{~
zWh{FRuR&<hkxoaQk^+}oRf6|H{4t0RnpF>)OaSDCN%|_qDSk;{%>%90w(2r~K>kVP
z{B<}vskh_uJHL}>4xD7Fb4e2_p&1$O)G%&l4)gVoa#Soa>LGy(M&N=TT>SFW<4f5V
z-%K&m53(?RGESgrsv;iPJyX?Oj$>zBGr*Xxn975!$Cwguzo&Qq2-CFxj}Dw!hC?r|
z97QhwceByEPU2QLg;%8tSi(H9!XDwF8qS&di&v3W@N=1_fQA&J(dPTt{B+T2G@4o>
z>pj?=1ed|SL&#_&HU%E6%%{J<cEx%?R&EI`p$JF7(&@X+j^$mcnPSG@&P-g@S48AQ
z@&4Lrk_iS%@$X-*+UDbj{ltB@-RPXV7A7zH6K$Ry7Npm^4=?!wjeS>7P#K#wlqKcH
z({O&ExxT@C9MJNp=pB=~5vvn7uS2&&8I83)w=BhEax^E+II82AfZ@)dVjJk(oWm;p
z<LvY4^UL+FQ@bW_?Kch3S}9!t+oPwigIDWbY;tR08a9As$1pm{SW=_e<pLIm4^Xc)
zcY1eroq`#)4;R4LK7wJ(x#OElNz1b=b;$DqV*O1D)0=~)a@*mL9@-7wS3`QCq<*zH
zMvI1U8}dw<!A~ynxOBm)dIVNMC0HNblhCd(DG=D}o`vBCUx`5|{lJ$HXabZMaX!|5
zQfKD4WN#=-jh37G!|<z?W@Tk?Jl<GzDqGnKZ579bTu=2!%BzAWw;4RvDg)mi)IY~t
z?m=fjn)#QJ1OH@E&|rLdBB?P_QKMQRUYe{vZ$Orn@C!zOAiND@!>by*E?9;Vl!1V3
zAtvBqdl4!7`K;dj(+dQ(U*$7r%0)y2x4?S|6-R;X6iWuDg-xl0N{G*jFf}ZhJRnyS
zsSKQ&r_>zJjtJB!Ml{Sa-&35%D{usmPUBj9r%08Xtn8yg=T*#|#Au_`e=qha_UU;F
zvxzAcRE)12P+~MvgIJOGH3#}LNgi%cIBM=1Hppq%QnQ&Bg`P)!Ul&WYX3BJZ#vHSH
zYCM0XaaMt;(@BiGivX|j@fK7qFE&N*DD2{>&;hN!C}$BH&$a*_e~G|i;Cm{&Upq7v
zzh6<jxc6uEybv05?Q4X2q0R|>JuvN`eeZ2!H>qI#>A!xyVm8;-{P!@zM5oYn)qbbY
zUw#Ypxys<LVXs@n`|)YWn#61*Ll`*7wSW)bC?Mt78)-0zTmE1stA4Sm1?VFj=HoLA
zOL*%5BgTuhRlgQ9)YF|M2D~I&!KC;epu<+|U6(w}QVe{W1e}asWs6gqx*KdnsT(%A
zzxxxKQMHRQXy>!1RiEpAb+RGCSOE^l8YY11psOOSU`|*$I<{u!!2oV1|G79|f4B_i
zBprnl$^Y?-57#&f4It;)5H3bieGQD~Svs^ne4Vb|6WX4C_me{E{9IBKwn_Yh@&CO%
z5rA78i@2_VYbu?~YOKZVll!jKpsJLP+3P29IVa?8XSp})44D|t0@;V1$eg?lpJJF`
zI_AE*uC`CESIn=+BIwbO<iaE2qpX7jsbj6jr&aOmCqtZO!5~S0RBS8B|5Ht#M~?@=
z>qkz0xk57oM0JG523o|+*lO0k)FbW&;}Idj+l9>lfF%pOi7`jxHeD~OJ5YxR&YRPt
z#gIoh43#d8PBNU@!*BIPH}VW%%W1!L_@*a!K=E*0MjV<k9SI(KN^aItoA|rM+m+^g
zUm1D7Ow<I(YAWFaaf5V9&C@P29GW9i@}J2G4e8|G8i9XzQ^5WI1H1n;Oul_z#_3Yq
z{BFsY>*7$N1mSo9+bEadgj3S`<#y0<q8({E4jT6LZl1Ca1M1rwkVze0zV@>6$`Ctg
zh`gW1-q8CZ#*9bv&QniNoS-cQDgg`_rJe!PE@oU^?_-&jmNvkRs}#jF%{QTU-d95$
z;xTUZMiSgQY26sO4QI;w0Ii(Cv~}yLB4V@c!(G`zVIGR}*k3_Zuy-+z6gA*Zjv2OG
zv|)Eh=juHIr2<3LvB-8#kh`-k4`=BM6k@U}Z0s_GEFXdT9_BoL`Um1IX>6H+(?gfI
zFQ4}`Xdil;6C#*e#hhrWNi`KrqNT6J3lJpvB+~OVbhyL4+!KM%U#=&uB}dHVz@ABk
z9&*hqw&$DF85J0OvqT0bai-BqbiX~xRT2>tCLf<`s(K&tmfA^a#=QWpJMtOT=w4I$
z*YPPP)=xP0t8-zUlj-c=wSC!K-qQ_zKf@fCj>D^$bw6%VCBwaYW83EFT-0aC!+GIo
zcq)H8lK`3hO`+|)S6Vmndzyp1p~;wPNXAhoIX2Gec}=sOJWs5ap$WRuK>%kau#-*{
zg7O&qj(?V^3b^gUmhc8du};>y32`?9JW^9_I~B>z9%8r42UEQvG^UKW$Z6qk4{1=$
znoV3Dz?cFOUdAtD`KFI3`Y2kL-jB3f=x$j~lhNTBNF&-C)cY?dqG&4BxOxAkp+}>P
z0yj}kgCxXXUb82}5=w^OIrq6x(q?GBNGs;K(&I3mmJ{Q<I65LSk|br#vr5^%aDRCj
zQpS}3bmJ(rIKk^nOj&ezLN9jj8)DpfT?!?+)VB{CsQ-%Gi)`#A^}86Bp||qO+rM;E
zl^yCXa8mnb_Dzy?P!PhC85;qZRFrS_Ry(Yd><|!X@I93_4;!|q%yW_{$t?855p*Df
zH%X6AUyB_h#dq&*B<q=S!Z}VUheEq91>3GL>GUb@V1B4@i>=?JH@JES&+6taN5xK~
z_-bBk8UQaU!TM#>b?xerH-BIxJ0}XeAPPWVCgqWEEyKB_N@|xT<1+u)|L8r@h_z6y
z$qiD$pN>lm{#jQ`6LD0N1Z`W%1on<g<C}PoFc_#aDC3ecTQ&vCsnG8cD)z;Dfy-W}
ze}Ff5?l}$GOuk6|jJK${k<rV;Ud9%6oaJ4EuFp2zJRe<PIU)!uGsS&CcI6tWKE$ox
z?hjy%TS<;(=b)f`v&9(swjwUe=?@qVcRX()0W4mJ)#q=-&&H(j;E5p*2ngil3wHU<
zV}B-jyoH$xQR`EV$SH;RE5O2~`CzRS>*IoxkPDg~5et|?s$*+|klssS|DjF5J}Kb$
z3=ymC03sEeWf#DI;&wFq*U|Z(v>9}Cj5g;R9Hf^g<sDNqM!#<umn|Jx^1imcs{JUu
zI{f6Bqf8E(u!oE1R9v_GRr7CFrM&nQ=xDLnZx^{B*kk$m`pT05z`lK$*qZDX$*%%k
zc$Cwocvx`ARoMk)i<NyuZ!+0RD`PC$dCm)o_4I62Ut!6|mlf;^8s(k!Hygnkg}T{S
zF^6jXVp*>vwi;I%SY?BM1y%-4KSDG!tiOME9ssi$bG=*%I|Qq{u&SiP$b|9(<7qvI
zI^cma5Kt9Iyx*9eL3S9F)Bl3B;iC}m@jU6TO~n|c{OZ@Y64&Fgai^+UHpm+B&>%d0
zob?w@Gvc7CAU;z+i}_M-xOD}SY>`-+^Rc@P+`=S>vp|O^Aq<d9N0J<3s6<nMqWJnS
zb(DJt=^q*0zT!OvLfMUKspk6-qe=i8O@m6n@o?6Kq@{Wo43W+mjUg!fBqre^`SG*A
zJN_KudASLVX-{U%IRb5-n!_x=f5BfmC9=)<XKaW*q<T(0Z|ZJAt9|vf62A^~3@>L)
zbOwFaRN*Ak=-M?dsH(o!8~gBfFFk*?#?<cUJDIGZskifEfEG}ex+mP{f)jp0q#8)m
z&%*rUl$2o62|ru4LAndi_DJ1c#sg+biW=1OJ9Rb}SF3O<szAhgmMizb9-hBv<Tu#7
zoq*98cJt*^ZJZbtQz|-8$X^)m>kQ~@56Ri%Gw(dWK>x;&aMKaP-?T{kf$^krEON%I
zd%{ic@<8dVq~pP214$C4+u}!4xZD);c(Wlo$NRg#HRyrV0Kx0%RuP4`3Mi3NmyUU<
z`zzrMZkAkLFo@xYmVSW02x`)sD4B$VmD79f{g(whhko~>SzC!-&l>bQ5Ckhpc}<sj
zYyi-20hE^&FCU4L?QGFU{spBJNApo9AUWgD^j!M%VIp9@;?P!I`~F3OS9fUo$pZ&t
z+{r{$j2@LNei1RgeWYFO+r)F0-tcIXc|_tfN$%@lcdK6qg)X%D@Ie?aJk8vY@Kh88
zaJN-E01y0+x#6>7b+WiZrRB@oC-*|U|Hv4q1Gm95yzk~1rk<_p&`u?VEj(Eq*g|_;
znAEwXw9fZp!VWAAOzuSnrlejDE}hZM;94BjUi6$nI=R7Tm5=F7G#1hpBLw5zx8srh
z4#GuOV146H14C-Trv~HwgNdwwQw5n<uqV~S`JybYjuHfEs7Sf$u9o<K|L3sz^wk0P
z>)aH3T&bA8A;)8kH8>iqBFclfo&&xHJ(2GHVZmR}KgdrvS1Mm_0h?@;or!S~>Ia5r
zOkXPyF>VjBMjy9_Xd7ON0W?!LNnOIJcfivny;~$i-hI)CNb^~JLJbbASFGCFd1#_?
z8)@^p4`fyRw>EPwopyu`48RWjL!GjA*tRN(W6X=N{r7rkd9@Ux(kU*s#>-!;I!?3C
ze^A_Veh_T0{R_2egj|M261NW9BU0W~uHIAL5gPXH2RJAkQeMcmM(G&v#UV|jERuV6
zwX4LrReL@G>&yl}E@GsO$;Cd_5^oP(^n8L;WiqDLJt-vbu$+gruF?;T!_j8kkSZRd
zM4>Af?xxEooFBk)MoMfP{C)RGY@ua1vFDO)6?rU-vo419h?>5?JD-lLyN9ML130co
zLxI%&bWnB}&Jn0=0y#Ov1ee^6aJ+7VCUeJdtrz8LEz-XMfr>ELB#uBe%~y!CKk*La
zGc^g7crn6j+<HwB$h!+RzDNE?_7De+_0y?$OR8sd&a4)LUmr!{*rBwN7sYsFJuwvE
z?XC1}Cky3ysN#eRXb)Sd$cJ}WWy6L>z6ag6qK-&h1=zhI#G6Z^Rli<MCc`>uE@H;C
zrvPNgG6JvidavX=mN*7z0aw*_^N`<=e%&_=uCY{K3>kjYqbQ&}p+&pGf~}r`@*T#C
z{PG|)O-V|cD@wJO9ye*tge}Iw&hbZ@G9{}&7%7M%F=rF4K0BA&n%|J-S^?8Q52Eu3
zuwMR}nl3?;F1T-}`?X=Bxd-2X@+RiBp;s1cfVD98Q73)6*FZgR_0pVB0pT4u$#0o7
z#byO!;28BgCM%3TM>{l@G(G(N6rbabsjR7~Q5G3i%Hoo5(q03dECupilYtz4N!beS
zz)SWeQp~LIF!Z3`MqdeS=7}G?NAmP`ZKsRZAE|z4vYJ=X$7t`B!JD1Vuq$}U8`!<n
zyMtvx3}u>N%MB~<4{SA;Ro>wq4pTzv4Yk0@Ker8*x|xQ_FK)8hln6>?c(CVp*w+h?
z%1F~8^D~8`vl|eIMI@ZlxIyAwbt>F2<UhOD;r>cU)^w68V0qLzt^3`cID*8@+^Bu_
zArP0TUMQyV{nM|x`!fvO0u?JZPa8}U`_+(;D9!gMi24P7*7s22VbJLfP+g>8CljN=
zcrO;70yME}eX)I5l?^jvxzd&WsG_PHKoTpm*lIr)B05a%z8nDBT*ORv7vhs_ekePb
zpWs!oQ&}sL3p4U+vFFyco2QgB;+DvR(b`$nW<NPu+uUY|7F%R2cwQV%6%(U011Dz^
zZ)+3(3wSRA=j%}|G0Em3_Z7-MbaK5lvzPm))1ZstCsAE7nnK8|9!NJ4xIuRlCGW41
z6HoTx>E$>01I5;<{PRSiX)5bQ2U4R%u$vn_k-}%q)8GxJdJ~+*eA~;n$A4m&?iRt$
z&ShCwv>J(DhO^EQVyai1vesRy>@V1OO6s46idhPE8+>j(>}Nrdvs36i%s=CwZG;=c
zXHz?8TC|GR`L<`IplFqq_`UZW!kTQ<BI3+q3Il(O*9D4QEGKEe!Ffnas68iQZCU5!
z@d$|LtcN7YW0#-2iQ;vkYD3x=QbX&d`FTg`s%Y9z)6~ZR40fXXTfIs|rB&XaiQW04
z)O)O<dp)(KsQ*P5r2fC@g5{07Ppp&OfM@p^)p-@pz89N(=;I?CJDG3Nr5Ea<*cOjI
zhbsm(>F&qS49N8a$aXd!{20shS1LuA_$c3$dD6G5Bqoij=Wtop1S;f>;_^wqrA5Sb
zUJ-@6z9>`JhW$J4htx_Hx4A_-7%IIw_sCtK0|36T6+P?I->!N*T3(qwp88G9+iu=z
zTlQZ%*r%V`myWptF$EWKnrIE0u*Fp1&|P%hSC9o?xTI}m`}roFcBXlI?-(SuPEHIE
z&T2m5T-*)BO#$d%*Rh`G$CQ7wu|@{a{iYu`)F7o}WW-PfmippC&Rp`Qq{-q2*YPB^
zo#linKBNloYR;dL^BAo6e<V4wm@G6ns(ekn6q2frildk514A()ON9thrZ2BF`G5&V
zN^zUn`e(y30FXCI(n><ND4dkR%SoFIquWcFewtc_z2idR`YcCFr^IL;Lup=EPZe!Z
zNHfn!it|0fI}5lC{{Y0kX!0<h#ABTcupzL@-Y!2gCt;hl*5x;~d*>os4m(JL|5i^o
zjB1-U0J<9GNtRbBAi(PXnRSf*xiSC{z6kD?5UxFrgV|Kfmuwm{3pyZ_H!cg0tz8*%
zAr2QBMN4Y)W^3_g$E^n>J<(#!pdE#8ac{tTtg(oOM_$|pygDXM6p<cCk@31OXA0=U
z+YcZSe^PzlGXif4w)a@F^zS#+-+T`5MI`DjWwCOm6ZD;3PP?j92ri88Ls;aU9@C-!
z&ExWMC*DP)UiT$X6%!*VE|pbtf4@M82wV`e@mxWF<UAvE)yEG8ORn7*z?>!R-!@)M
z*ey_Z8h#WOVC&4MV<b8DItCzAj`a-Ig<}Z?fr3wAlv`DaJ-qfSYqLjV@K6;4TJFuS
z>y;37Y{VcPx1WTqvvF6mMzKGQ6O_2##43cl-sf_`G_Qx$f8TzXj>yVLYR`KuT+3M5
zP~nU^hHN?k+rtJ*6Fi@e5ShTbr-d=}<C-5*sni~yHgE=)sjvfA&kNI`HXFi;Ktek1
z1?V^A2}^GchJIu|fxOa<?MGlGB5nGb2NV6lYer{_EmDq5F6ZFib^oa{h2|e|4~%o+
zFM6|h%UjOV_*N`R$MoM6)e?x=FH7<n@OnH=C?B>@!1|BiwWF==|4_WLN1{Kn`6c_{
z{uG-gy|jn=mz^7QlW|NRxFj8>>|X`;4Bo~$)5gU3;EhdbUHrHpM7(Y@jDY*OYxpzy
zx$Bx0IX-U#5g2(}U|A}DY7qp<!Ge3IK)DyF&j=s=)a=Y)SgLaEVdJdy{FrJL%+^t+
z4cQjjaMUM88ZbeSqD2VW?q@d$rR#reM`y-iuL%S740}y?L%}l7&j-=LoOxKNhs%*o
zbA^KcdZ?L1Zp1>&;yZ4{SjHC0g4&LP4zPfQjktdf*HSVd3;^lfC=y6HXo3Tl$pT=>
zia)iDli^fQ-4-L2RS=7d3~V^a(|9U4u-6D^Yx>vJ#o&$A->k7!jAJ|{g4^j99M69d
z$G3@~Rnz)lWb;qRrns4W`GG^2JwVzPk@q)P7P0USrK@<{j3obxe%%SOH;4ReDR~F?
z1)nO~gf771zJm>@|F_09kCIHaEy!rCC+z8ft-z95t>F-Xx@~0-(NbP}D581K<K}AD
zy=ly;R-c=fgs&y!T)<4>&$a58D44`cZq#AGiKWwepy86tl6`8wMl!UW)i9exYog2t
zGrKM$qrG}F;y{f~-QwDkaAn59G8H_<smw2#?X1r?56N%HHZyEAl3v2Sm({|M&(UH>
z`5B@h6-p>v=b)%kX8b!kkHq*7+Is<w)Us0O7EMeX(pBpdi!C44qz+%DO?lgEoT_tn
z*q5D2$Y+%nKn#-p-Kp^yNII{-(Hg(UiSfX1FgBJY^qQ~#3LJl9%uhzj=&`bBL%zH;
z$ZQrG^!)<{nTflg(SWX}c++H1JPn%^HS6%|`4Y8Ar3k;bg=bn1`o5P`zy#G!@TQbo
zFz+0d_wu)XwmIR#^P3Z@*GC*`_qjlVb(=~>y9+eO%CFzqxc1ScQlF;fHWfm&1cu(d
zd!IJ1v1H>F{P=|v#HITaL>tr*^#Z^1fX@putl{*(m9EjQ%CoPjD9DGFpG7eU?mIy+
zb(gn97KEKP^;KSOXS=VWm7@BBi5ZtpY{*4@Q<4(ckrImnPVby)CPPWNjR5gKp7T#F
zo}HlRQ=Gbs<56q8pqRB4dBU&smf^*RYCqxVTI`QUIZFDqZMpxgY!!d2B;LFTCaaXI
znw8`0*``P=<9`;4tx(BG29@0YLvh$n5qR|!R!GXfPEB$BZz;dJOi-9@e^PvW7g#X-
z;Igm3ygYl2`{uGPqz_&?T*LW5Gibr6ZqAgP8LYc0T;RMC-uR@AGpp_OyGA+7_j<=L
zw(mSQ!mPjX;Jp=$s&&`;5iPZC>8*3W_l_BV++U0^VhjJOw%mIJE#y(+Z`n9^B}%J?
zDGg6F(j_yht<K66n5nx<K6%0#4-X>3(Ei&NQ&TE75$XBw>%ta;b3g<hZ`sxoqk+Q9
z2Da8115X5ivpwv~lw!i?41Ux9mc{M4D9ceeAl0Ak7MI@vM&mY^XHp)#>j~1%?XUtc
z(UGTL2uHg+@N>q3VTQ`BU09+ez~Z6^Eb0|{FR@}9LsPhChaHPcYdfdl6X94@OWK|C
zDy*JnNrXgmRNA7R-h*^(TEM3JAwMs2Hf`<f;tdvi-ppz(Z1TrYe&luBwhHf>dW62!
z$>=A%TFw@79=!&RqS;xh1OUtVnGi&GD}pu2cyw6{>umpvaUY<+1Wn~{;%9Nj85$Uh
z%JdrX-w`u?GJ7$40C{;1T&Pa7__<HP60G1uLNdKKc7*g^?9Y3l27@D4i($|U3Jq&q
zz5kR>I6dosG=!M151V!a<7BXKI;>Hq-GDcFX;oU21k<%*WuaMl@#0n}`HZwg1Mm|V
zXI=YprcX#D{?)5ppMHUOJ@>7qp<`ZhK5)955m`1?hz`xVSlx5qhBJJr(LcM`SPZzK
zr|8~Ecx}Pk$T_V0Eckz~tc+H2Y)6Sg+v^Es_&uMZ@5MbLwCazjz=cvRKo^lA6BDnT
z6o(YAOb5YL<dcVNuo2+SwIfguWSstO`qorvTIjXZ>~-knw)ypNXYxy9<G04bUzs<)
zlXZtt1JM&@_IKFB>Q&xXj$#qGvG3XwVjR$-M1?$FXEXkq9dEJZ#R<H6Q&&zY{(COo
zq`P`cKU_1|P>vfv;CBIwlsK01T$GHLwR-=8vnqX8xH82v=yQE9i-@>b`YXAV^7#gw
z({SFgAhY%%P<VPV!S4r@9=^bcjr0X}8X}4)7YTjezXLrjVHMI+w%d}2`?PC6+%-(e
z^JjMo83of#CS|nU+r#{IP|L<G#Sv>u69<<!M>9LZvnB^OV&vS*jND<B9*i5!kuQ56
z)<4q|NEE3V@n`sH1B0D+r9f*B4SJyjFW|&3MO%&DXX+hL1FZxEq<TVHBYg@)Vsx-P
zH!RWV{S$`m$_OAE_D=?bH!{k1e^jEmvI9Jt@Lnm~2#%602`FaaumuSId8=lqSiCKt
z&`fsDpI4vgAxhUne3#rEMXD9i!k0euEHv)f5OovhJ>+!iUUB;~2D-jD_LOGcGfl+r
z26mcaOh(@$#20hwA*MBYH!l;|5)KhGO%l*pl_=ZT!Q(poT<45IZbmaA>5J05c<_GH
zC$DgY^aEG9f$y1(0ta~;0`lTW4Q}rnCv7_Q3c)rB8RFeUW9!|La&!h1%Gu&dMLrBm
zqj}o?Ow<|;htO%B%5w8NhjgW`FP1+krMdhv=S&kq?0eQnG3j5*DFv3IC59~U3e<iL
zBylEoL)-4%7*~3_FW@BOuZdLqv2aI<xlG59Bj(rzgL<$O6ZSf98t?)8OF579$Pt(|
z<OO~6{f4{A4_&hr@K83pb*(|zAt+)xDslH>(1E0+A!#)!z<JT;q=k;YN7G@u?9df{
z8NVq-uanQ(aL}*q?`(00-TM?gDdp`n3~4S2;0J_3E*de?b$Yb$q0-Ll6;dts)Q9%*
z=lTi`#I)1~LS})+8Oz=*(i7<zEDP4RjJ;E-FVu0hu_#A_^4Sr*>7j1Jq9U@<yf|j<
zyokEC7f+s!yqVg@c%CxD#mRcwOm$G~aYf0`*{}7Ek!q8pDM@!<p+)!Rv9FUrE?@km
zzpMBoJdE`l$7u(=U!hKsT)(zcHNDzsps%$=_iN1@k&iGKq+3geKiB1&f0N-FT4Q-i
zfoAfZ+rYGOR(Gl-f2Aakv<D*-G=2xiEXZS)E!T8E-qJ&7?$*Omam;eWd6zdpV_m%O
zU63L@^oxOSCF1<X;~b)ZO4YPQ27b>51*C&`#wLZ~Ud*{Ddc7aA_AYO-L{Oh{#E!W1
z%kD9FyxH^-tqAAR3&IX5ljlY{rT_ADU@ZOHlq!*QPxlH=DBgJ<QNW5u+GDYy8nl#%
zwX`}7#1xbL0*hb^<4}lLqXa5Hk&fqV-izpkP4IX9e?6<$U1I0ZEjWJU(b*@6h*Hy^
zbfx*_`g<Eb?Z1g!Zm{PPAb1&gs*YBCx~*;Hh=o`ijF;;J&W7EYVrh$B7?*_eH;qBr
zOqP=BII*dc32bThK-uk#5~E!qS|2<Ce7!UkrBJT5$I{#lf_C^(*+UtzGf^9xkNJ|O
zz1F}9`#XS-4bH!h=|jNqiTR3>Dw{IeDfS`RBi#~lsmy|FY2SBi-rE1LBJSo9in~tN
z$0kQyV+bykSp<s%UU3ou6jt_(t5P%QiBNE}F~tcQ8GCS`dV)4KRGveUY+i&jWX>ww
zlnJ~^ZdfCtJLH48LQV&mS1;%32xh?*OmlONA_G^@-|XQEdS>K(8~=9&f7nEF@~>+v
zw-1CCC=d$>z=sd8-&+a24tu#T&uJ8LCW3E+IHxtA;Rl>cMt{uTgy>T(Si3h3#eID(
zEol?{RrY9^L!eiGC#$wkJwWY5VMpmUmyu1*6-*UjHm7o7j5>j>*G(vtVc7Y5r?Fgm
zHwjEsk{JQl(1)mWO`(Fx6U{~Ke}!{qsXr~Cd01f1t$&+T2$AKCJfai&LCgzj40asz
zr21$DOU+th$~WSCJ||bp^siGJw4zWy(n&DHg%TsUMx^q?F)3yRIyDgCbm$TUOKSFU
z3v}Namb_V{9~z^pAHsY^=-_N2cZa*#v`I;s*Gu|=cR3ZF6ZG7uwu&sBQRtvs`mJJT
zj5vF7i9XUbD4RU3nKd(Oq2AJ-zsci8_x37d|L5}HKx6A|FuTs<v@lWf3QwwwX&;AR
z>_;@#n#slFSzT5|q8SFNC@ID;YPpKM3ioC<BYQ=vz=IjHU=IH0Ru7mmUghk6;U?SY
z+p|JgxQP{5uqH9drh%`4&~^{+{-N?hS}6pIN<3Ah9lU3afb+^4+=oYuTh-d|NhInk
zJ%|y`oI?`~ohOh}{!0*S2)elL^E>tx;U~yl3px?V&0AKCQK7xPfsKSIpH(~wzkhEP
z^AtzLmq>1AF8&DKXPJjwUy%dKDu(;Rxh&`t{zjG=068VwlvC329++h+VsoomnNa8z
zd20gyN8PBs#>qhLM|e3posMcwN>sgokViOuy8Ps95uNmh_Ld2Pj&0V&|C|$K1K;_C
z>KJz8gCljCRF<cxTc!g#sxv<gn_7_cGd3X{ug0=gXN%Ds0&)T*EE-u6&L<iYE4jn3
zS}C^&|NjEaM<de}14u5yJ5yezc@}q~q{0dj(^UmEq|IF#rvPQFOBY*t#pINO;h}kP
zVI<6Z_R;^kFxYK2m;!Zq7y_THELGGchjreWS?9}ls%T@kPCYV@2#EIBQvuP7mXyzq
z^8m!JK>K9KB7+j|%fu7#^7#(|*lk2I1AY|4z2Rr^nULK3JYF0Fam-WoR6%uelzAl3
z$u6Ot!#*0mOd2SSQsNcn+b1_@9p|k%_eJKi+ZI%@rN!J;3?Owg*>_R73EfY`Od7;Z
zXrttkERzl|*;o3OISAkTR%DO7O6|%y1w707Y_VgwRg541?(Oteie;Qd@D&DBPwX6x
z;7Du+dj3`+8B!ZryQ&?iiPXf+2zP48C}l|>-D=ELg&~Jv*3bHTAVhk;@bi^~kkRqU
z#t_UEG8y1~z^uR<>}dY-*rL?e#e9{RV(7$+6MXg6ifzx*z9occ^i8C{uG~CPb9lQ?
z>#h_HA#c8#5$SGk4$&d4JB{Aks-$Ug<g5AK_4Z%Lv#cSuBj7PR9WHKD!oKuO{~{ez
zpzLIfDNSc{=+#~!haruizSzi71&$-tytKe79STR`v%is;sZPe^)TVEP7i5+>Eav$r
zuF`3(`O+)Mi$7oWC0@mh^iwTR2VNP}m2#6%a0C^h*Ra%ynOJoi@tww$@Ff{4wpOew
z)7dLpm`Y)Op0fKvR{@X8az2$??Gyi2a1+FczN~l0?W-8?>>fg&D(3~68G(Ur*KN_)
zNRHMOGy-e-m9$_JZ9VTUp52Xkl26R5bW-B2lreJans`T;w7J%XTqCmz3BivxsMR*D
zZVkq@cb}#74K~kp+s>w24Xr4yy&4ce8X#I8$T||Y$y);#lc%F6Wldo+<;}~&&9kDB
z?vI6#p5ujh@IE(}8pcJz5ej(qFaEtkiY}xamJIg5Je~PzX&@dwh9;Jfm5wHXF8rmX
zs)*Ax#Q*19<?Z>7;;q1rcRYGTHQ=LJ+>9Yhp&H4g9BxPLSN@gZ!X{&K-Vzz@(v7bF
zu*`q@q|y(?bLmx=)RJN+*^24lktsciLfQLy!;Dz`i4Tzw+M(uF6<B6g$@E^VLI`mx
z{UHoa4Yl-=%7C;&;;nv`>gMkQVo=HOwh;K?vj4~<>M*Q0;ny+BX0GMdZM`J>W&%O$
zZ_s((S`@v!`<SNlCC|?Kz^uQUgDp?SWBtI%oLa2Dx+DQ^(P@d*tSd4<O}<1=cqn%B
z6$=3k>kJ*i9%_8c*BvSUJ&cQ&;DMna8*Q+klA*C8EWA(&Zf;$G-M1g)f+Bq&Opm2L
z#LBtUqVd`w@Yy;H@h~u2HC}EE(xr1kvCs+2Q6o`Dl3nCEmga7WTa>)5T?em9REXBg
z)(sx2HRht2738#}V02!Vz%WxS^$JjKYmRu4boASG3<m-+m;$Go_Rvo})Aj->x^<8Q
z<MP?1xIF6Z<BND@8nxBQpNHZHU_O2oe3j*;+Cv}7tK9G}bT|Ci%TNx!VuQL>q}dR+
zhxD>*4k6U!`h2H)b(^irzQu3T^tN<Wh*)}NJss5-tN*f;Hd}VZ3R9FBKqLjaZtDXQ
zZ#iIzdZq+>+Tc^9Q)xS$gxpC*l^j0AI(@ag+(Zx7b=6BkuP@+R)@{E?(DB^q@#p}A
zi79B)n#V#xMap3||DX&6OTj<A(SX~%is5YfaL8R5EvtX)gD;v@N?+DhWSL$l0^BAj
zaQ@27kb8XtU#ms5aUIDR{3^F+idY8eF>4C*bVv0Q1i3=gJXR)m_wH;<X;ncgRbO1g
z41D=df7b|>hWLZb7rU8skO%qFX7Ou<a&M%K$d(uTMo?Ptm-<a;aVj|7S)Q+Y)*^V7
zJN`YOj`h9tx3Hr<%R6fCMN9kC5|{1FFifn`JiD2&f5QCvXv;hD3v$IcMT3H9{E8U?
zk(lW(j?0Qg0_V2ML{SV8BPwZhMT$a#Ps_xE-(d|ZELf3`gLLZ9OeP_fxYL`cIjCK+
z`#>_yVgB;beYzFArAT^=K@(J6Ufro@{5V7w_;bcIz1o?8J)*1W=mXdz`jq`}*f)%1
zhp^0OI=#s@iFvvi7t>L60^ZUs6qM<{Y`3<=6G5F|EW~bB@oc2)-*R2~<7!S%Lavfd
zXAvps3EGbJ=F)e^s1=l1@lU5{Fix#Vn)$iNF^z<A%lRQgrt*uW(C=fpkvv?jGii{s
z7XKU9c4i$c5piRdij}hNlva%wX)77g(X1lkpX3$IXp+QpgTSA7@x$o}m0Cu?qmhTy
z=n<pduTONaoEo>QB2;(9NxDCm?iR|%UQ<!6xt_e-vrLKLSc(nbhCz$c0loUr$O;Oy
zKYvTic}}^Y<pNOX?EZ4<*gU*|kt<d09P5^-e_)P4U@=Rp(I1Rz)YZo<7Ko2*n<VGK
zcYC!CVc&HN#L9s>Tjy9%Y2@5KeBs!rc{N>y5OFtoxv;MZ@y`8QG--)>U3V%r861cw
zIr4`lM7nCjS&GjXdJWf3T6ZYUp7^-ZE8p2qv|?^j*UdS*zdU~zgagHHFiCu7sFLOU
zCjl|a8hilZT}*yw((fgtMGL=}7pxp#OA60ZdD&M2OOU*Fg$ZL>M<kK|mDk7#<#sP|
zH(R)Vxkb$df{z?}oe{(nWbLz}uiIqlP3hu%^ejIU(H?S0N5<8mS#--FS+Q7r7;Ax*
zcK=RFySFc)j<nF9z}?}Oq5*s}q$9~3xU)c7VN4;+GxLlb^LOrIf3Gfmu=PAFMl=3u
z9DfRn(I@|k8*ixj+zP0-K*G)}s1iKDyT~dARea@wG7?e{t&gFYi6f56hRfu@(y!E0
znYZ3I5tg&BH2)L!pTc@QkY%Y1IW0xDrc}CI)ED4DRYp(6*GvxdF#AeRJTy>G>z~Z`
z{3trUoA$dbEas_<es$M&KzSncQ0lR!cnjvAfpGz_iY#WQW`=!9aqHN+TZvVmgJM(7
zLa+IiwTVecghuC>4i+~o1vVic?9#N|X<k#n)m{bqKSDPZq72KMODSWO_g_7goUfV{
zcW_H3k4CrkA%}&Yq1P*oNEn^B!^QjGZU|N_f21Nnwm5K0;CH^{=q~&+SF{OEFOuK3
zr5wnzjtYR-<~+u-sNadNbbyAyh2|LcR<*{*Lj(j}2qqW;YgT9&84G^AhduZqVZ75Q
z-Z8{~d4LPnIlx)n(znP)k*o|`p6}0rC4`=G-#^7Z=W}1&4wt|(f*0tW@FZ~pNe37s
zUUgC5;e3>hCQIDe*qkU(0BXrRupp0dkJEyJ$x073({JT0N}QX@EeSA?(&(yWi&L6V
zl=dAfB-P_bn$3F46E_+-@HjJFzCIpS#XWRQNH*0(+iMlm1GElY`0+U{aZ^SMSOPa(
zx6CcFg%)Rzm}QlZIF*hE(c`lq*7QoaC#_F@D`tV9Xaf5||GP=>F-Wt@c;IH~qSbBO
zYDULx*o+@Yx-Ocxo?6rV0qBd1d8_j9<M|q^wxbZvc5C2zI}fDw2ChHe$jNh}!;Cu5
zXN|C(m9oTyC#Sr5K`7fK6xgB_HrT9AwXcCptEID~2%4hQM*55KB{5Y|F>n?;NOLpT
z;ELrH31Px+>XlP%A+8jc#N}q<-!CP(2;L#>I73pZv48AIj=l*+eNC-#covm~Ik=F(
ziK-o>#L0;87czrknFgE*D#`flj8-c+Hzt3=e%S-ygIBrlU(EiPcLNqW(A)3!%_Jg4
zuuuQqT=-oy{faK5j}bBiuH%4O*|c9ZB(P{NZ4R>o77hm3rDslH=qq^&l(Ar8Xd3PY
zG^xYkgMn)%x<D9(;|JB+moZ$~fmi9oC$VoiNup~GOp4?yT$1dfhbLN#WN6}uh;d8u
zQXJI3MMqmDMdvx_^zfyo7hb(#$J7Dlq0qWrXsJ$yREi*628zzYV-!=o=~-x1pfQ~d
z>QYh{rIZ^&{-p3@V)T4LC0yqE$ErKv-<g5wMEXdJ4j%$pNhkL!p!)Z30V<+wU;&TA
z!*vgaH-2EtB=9c9C}w=lFdg%g`*0e6<R9SBGX*xCE&%t)>HF(!@$H@ve|IH7(hI^A
z@YhhYPU&OD-BjW7L)Xv3(U~Dj32(vVjeM)MX~K=4+YA!0_SOjkT51)mZj3;ViWLr<
zjE^;T{o=-JlX5A^DqcGH;H7OBCjMoVkT;12l_RoPEMvL#URvVF#O(Uonc&Bn9HNf7
zn>BJHvJsi@+yg(626~QTi{&i5Kx~|;abl;k%Lowo_lXc-9FR8pbwk{CDWiM=Muj~?
zo1`gbKkk=NB~pIT#wzjKi-C~{&ZGOEOW>>;x<ymqx^CtW6GKYi&A_0wHs>#ZR4Q9*
zvcj5461STn>XQN{QN=R-I{|;Wj4r<<+B>4%ka?kwn(Ql)mGv7o;X-o?U&T9{8fH7c
zX9J&`(x-k_1f_5Q>?Tc9TAwyP4_}*W`~5LTH59_$%#L&r;O!I8{>(9l!$4;2gKghi
zha3Zi-AB)SKQpZz^n>sd{VE~FG9#dI^x=zFOU;6KJL-GRYrGnA6@(=MQEUY(9h)k!
zb-J+{055Tz3EN>X1zb#iPhg2_I1RJtHP3P!WHB6zvInjDrFbs`YH@+9v%MM4naM6f
z!Eq~KMT*a;NWyCh1+=6v)~}JFOI{r*49rNog+u{=h@%8r3P%W3H+|$(ilQo2<}b@q
zk-iAIK2MseXJl~1?O?<o?4XPp&KTxl3GsHZ9h3<rqRkExye~%m3FE;j3bht=uCG-Q
z`-OoR-4NEcu)6Zo5&dq^eT6e-=JI&W4saTQ0VNh0U(v5%2CS%IOJO@bgN|K`#MU+q
zeI~>j^HG#kGTd36;HYN_N+A73{Zt51J)E#rySohTV<)qBL-w8?kgvmPWk}}KTY^fA
zZ9lY9|7FA)jG8lZ0Bre4;eh&jEKIdrH~LL8SKESZ6MW}uk)3>RvSe*Xw8jdwuqLo1
zB+55aqR}-BwtmQzyq7);yX?N}2X`4=;P?6(Uk<5&HHrAtTBO<X6VDZ0=}UI$U#&jC
zp7>S;I9TrcPO=3)aj#7oWLBUVE?x~aN=WoT{{1K_y1d=##ji&%UZHd{^Tb8$>n~_S
zs=4oZIqOlrU@!tgS;{SIc{83Ls&-dzok?sq{B7cKXEwQ?vp0sW^SBIv0G^YA<(rM!
z5R8@?MO{qL{U|w<v$qA&d8>d0VW%fkT7I}g^uyOO0%r;go3tyS^LM79jAF2e9OJ(-
zy4VDu%g9(E?`a*dP<lH)v-ZpG3h~p=Qq0?nD2|78FXJKIV?cEMI2V9Q1?d&v%5V~D
zCEkQhr)IU?S3<5RWMiqK%V1OwJ(0ZRpMJo-dwDY<=OWf;-zfVEYG$u+1yf*5Dhc+y
z@A@ngdGd^Gl1;bS-S>dss29U~+aTGu>`NHy=7iNIG&KdjdHA5^LYIwP*Qd*Q>8oRF
z$8rIPcKlqIw{J|9sA^c))X9w&12}W}`+o3acee&Fb}#HyMn#j(TQ?izc2LY`-p>yB
z!Q_tIE3slH5Ju_?+n!(W64-|;hqdnRr(0{~Q8O9BPDgTn053}otX09r-WqtldlC*T
z(ue#B&<GJr+>9(5zlmL|D&!>PDs*(~gl*xR$b@dUnBLaxaD7YMq8Y6DfO7d+^+8EO
zsNZV7Jka@E_+0!98x_fLzQkY7*FyajUytr=bT5(zGEyPLjep75RSJ7uw;y$m(19?0
z`brB|tczEQ!Gf$fd`V*-dO29(!)=+Zy30KD4&yHpoHI_iIc%f$Y&C{6-J-8n#lL`>
zokMvaqw_{CpCxU5*B^D)!?=3B<^h?}xAXKNMrR>!^wy7-f6W1GQslLQBi8TRjUtat
z1k2t#95QNGuWEe(!;~;iYpt8!nDK7{h`CQs5x<nw_m&uyH;@^>s=;M^GZ`qd=2>QX
z!lW0YZ{_Yl{6=J)|5@vsG+OKO*$QP{yK<T;Zq{_aMP9ucC)!PXvmDfap~qDTp*_g0
zM;}eivA;{~&g@u;1-9Q{N_VtLYJc;6RD9@VJBBJtr4IpX5)B1&B{d2P_-zvFfNZyM
z)P?;E4Ad%={o3JCt8XJaA*U88dcdX=Zi>bIRp}CIk?J);2J3RN6?_drwvNk;z=tj+
zydO_ms1%<0T57k7<Sf;KPr9!7qiKFxj8oR%yN!Xn1SFy(Ob{kAK_MIeUsFl9D>B3g
zwYA#^aN>l#E|oO7+V<$@WnVkr-nNIxz6X8Pwz5pCWA`<TYKMmku$EQc`UJ@chTEJ(
zTQ{I;ao1#JGbm@*$P#j(YqaO}5PS6G7y2*|(b|i8F0O6@wP<f!8;GE!=jt#l*>Tj9
zTV0|iljfLc7FfEKwJkEI)3vv>G-ZbfeM`XQMwBmouE~kMFST|R8AEVO-v33$SMJ9C
z6OH`*&n&;@bS0xL3+$suowrKrsi*=$?P?A-NL{0aBSh+CLSH%&7J|>71lqSk1nN&P
zH*>7_w=;si1+_jwT^j-y8?3FQ9KwHjEfy?<=<=^cYa>i&jR9xWcK`SALVTRX$?D~P
z7kt2)ncUU8N`zPrAJLaKLGQ0&_VZlrHmEsUPldskjcZ{!%xJqa7C^@m9AR~6mu)TU
z=~lERhUP;rpXTZOY=#{uN+m>t-l_B{_T*NM$gu}**#C>e^4NJ!@gjv(kzS_)Pi)Xq
zUJ5x8fPZ9_Z+d>`VA48(U)y>>o6_bw7*WhrHbT@c_Nn@D);A4{-)bL;Epek}-v4;c
z9*9|H6uL^1{@%6wQ}iGg36p+aEFGcB1W~R6$oBPq!O%lyIj;W-4fe25udnd=m7in&
z9$kl!_e4@j=;_qk(@v~4&ADgKMQ9ba`vSbd5f!qnkiRZlr<2{`Qp-4ns4JTw0AYu3
z0^8q}KQ@Y_2I7dPM4ob_@mqxZr)9hdmbfRLYsiS9enkDcdrCNZiZ(_;>wR>6tCzLO
zj*#dc)QMhLh3uMj4p$BaL%MG;MmyJKQ=XTMxR-ROBf3Je(yM4Y1(VTOjs#Mj$mnuX
zIc#8ERqO{*25HgILyl!Vgu7x3r=HX&n+!#N?TnyrlpuCCi})RgxbxkB0kl-O*ZjH)
zY{PeaLr1622gTmPA80hP#Y9j3?mGCn+qQzG;G>=@KXL1>G*}lp%*Z6mH49S5<eaHj
zFk@e)FN!=t+tMgG#+7}-ZqPNixi<*w@2#lR9K=v|d6PnB;L1}q)aN0OnhRJ^)~5v8
zZDHO1J($*Z4daLTzy9BDPP5nMv%4JI=5`>tU{FX}F8nkm0n%|z>?`mM=yQC^fl1}Q
z48L=InthM42KbsE`A45#P^5VsG<+f9<AkM3u{HvpKItZyvt;SxLpo^DTdHdbR`42S
zqvaW>t0~Lfr}2{Fbv$GaVL1v~u%hl(SZfkOn?lXyfjpKLq2batxSycmlc*8!B`s+c
zr0TivJ(~zodl#z@C?4yC?Mr(mE4nV8;bhp46u$hwQ}nNSr=4PVHa0-Q17}zAc}T|!
z5F=QuOT!#NoiRu)Rj%7Imgq6^12797ZGa7-_H%br>NNLI>!lV0CD=8PwnKm#@nRe%
zZFwFybgvZgBAfn5tWi5yG_excq=B=rJQ<;&D*7lyG2C;u)rDv=WO(z?r+S#U260JP
zG=yBC1$P(8RK$%I?R(}z7eG^SpH<2Ac$$LCuKdrUmUUjAWny{Ej*>1$XM@cDSv`FX
zI_VVS>85{E5kj>eoyj}9(F)d#eb(uzpPee`UB`<ZzQ;nUEANxdEcf|s1xkt}X4++1
z;@fHs016Xq>~5vBp5Mw8n=c_11_iN)X6kF)db$O=qiN85&pr#Sl*#dzI%G5z{?)sZ
zt$OJ39D_+ZQdvAKhLfnX&lbeWU(h*Ct6$)xyK+$@m||9v#fKQlKoCn?bmM5dWr7X$
zxbdG!c_4EK<)BBw2AGM35Ra#g`Sx+m(XYXQyJi|mzxUiptW!;5yFdK>r5J`uadG{3
zyeuR9=OmpgJjGe}D?3Upj;u6DmTLeM4M;1%UXo((33w}=Ja?$#NAR2lMtwkA!HR32
zejVkNFbq5Ml{|h2{W68xTb2-%o(5e-op<EqGx<OHLkAKibyr`&zo$?~*^gc#B%NoN
z3}4Jp=sEGzzy5qVR>U|um)01j-+G_Fq4rAMWbnCKWZYzssX?zII`JfQ?s0C$v!yJ`
zQ%~|}!$NCw<pcvpL8=z6u<jn@<0w`Gnf|S1EIF)2e7TJWg~J`o=_+|-Qk$5t)}39%
zIIM4^msNE>b@R>ddFddI+c^wLdNHJTSM?s=D5EUvA;;3mls8+u2e+pCG+#=$9w5Z@
zS}mu(#laulHJ^?&0n>0Plrf2`^@L)zat<!@dRAETZHxCswlqeRCKBqb)O=)t0@9vB
zhTllP4D*=1k`7u%!UV|&$r*G*eOUuJv%Iy(!u7=%LWMrXY4?beYxw%);u?FuXKA5E
z1M~V%2#NSKwXS48yZxXOD(}9K#qTD`w-FmBxc2ny(E$?ihiGwaHiCX{cQ--Yo6F|F
zAN<ZEE3GJ-y6$?TEi48Sn+OA{oVOjg%v*ekCgZmRUh?Iw*OvVStJkb$^$3xvdRK#L
zPvW=YXr;xE!(ZQC_}#n7oP5<MgU#hZv&Kgyf-5`p3K?U4M^h*@Rl`z}-z~gdX95Gk
zPsn$5FHn#O-yz>Vo<eS>luV)Tkj6Cl>e^S8FV%x&GrQig^QDTdGe43}zE$T-1XC6K
zGL;1OM5QOMUQmCaK9iwfIohb8vrp!8v40b<^bl9pwd%+hv%OqK0?p)d*_=V{Jo6{Q
z?-hE%8CY#kYwH{RG23?oUWiy5Hw^((dEZl!3J((O8mODg*FsA!U_WzD<rMjQ5?P^M
zM}&3?`v5k|zwUdRhXF?U`o51;H~A09G>Aq`zG^#E5vPd4Y1R)Jwn8XWfFMLiT%-^q
zO{1mms|c|d4c^PZI&M%8@?YDV+kB%<ITS?WvYTEg=c>1|#Iwe<ZVhxNsbTqXHjDFw
zc&}k*Zg$1ooR{N!Bh}DjqtL>|7e^a$-Or5I-nPK1{qxL4!tt!DHVvm~tO6eB6pr&V
zPB%=Q^F{Vt3K)PHfghxSX1D!VoZdV4>A!9_i}n6K@wGwy3s&il_sZME*R@LI_@2*#
z3O8a{b4iOo#ScIN?f~RK8!REQOH5GVkHLgHvBK+5C|<y(Y1zDZ!P?4jP?X#^Bd+{t
zkqsl4FOx~Wm!o$gGH_3NX3F*hhsRdUSNjYM@;nJ*X%h^+N}JRdP_>m3I|VH8b0v1r
zLf3J`&_^TnbJLEO5U(Cp5C%s!;S$`Yn|nvoAdqq;ZLLroyj>nLkU#2@Ag_q56<m9{
zf@E#T4x5{4EgfZ&oqbKFN^jWJ{M4t0xttaZuRZ#>ptxM;_AFo7KGfp}DWX`ZDX2j<
z7&c@giA+3)_)sxO;4Z+XLT!`-y3IF~Q+BcHEV4n^FMFLCP)niq5b6t|P8E%DNT9Dr
zvdIByG{5NvvjbW7z|)ueUx!EtX6ud5KFEUp%gOO%Sls$1o3LqoER{lM#Bwv9*Y1;a
z(8H|F*nCgIhXiJvuTxZ)1sF(Pw64njpyNVOP(hlAb*q7VH4kZ}8tUDjE1p%GAPU%r
zwW&11BO#vMpC}AkA06JWQcSmA_MdI2nGWW?CIJIbjS5$7W=+VZLF`ij81Nr{9ZVv#
zXDHk5x_+W9d7moT*^#Dj#w=qNC)&%!U*?PrVi{0LpvD2Gb~*Mn@qo*phGC|wf$V(4
z*78qwVrT*I)PuCT4+6V|UQk-K6-n6WgIdI-HE4=WpiVj)&PlkvOlm{~^)*NcitVTC
z7{WmK--p}eWcnmyGwA*hEN=}qIdFnqWVm#!^*?_sm<7Kt27mCGRKtq#;&aFqV_1TC
znX@7&OkTknaO`%MuP__0L&B)Ey}1(=wArOpCEWg`C?6rDgeid18UEBAz#??;4Cbm#
z+{FqO`LM|yTQ7S!K`Y=z&h@wAvd(XJauU~XgjT;M$6fJT#QzP<>4NYiskLMNz1#A;
z3!@$mq7?u&)LN_r)o7F18V+>rGh*y=M@y>*>NrfmM~y7@*Lk-v6YPbJ9IbS<9Y@>g
zM>YxXyS40r_URF*c0X7pDKY|+h^OZ?E0zd)THc_O7eX54kkUu#MsZ;9Ia&@>zDs{E
ze(A9eHFcpU6V?l3k21-2Jca&@vYns*0@=Z6QaJ~zsJTpyKbMs-g#;Dk34!I<**<Pz
zxF!;cmqtlafkhn(7H3S(fB*@s(;QG)t)!k*EmNco>*e3dz1)WD;%b8;oL&-kSF&<Y
zx2>L#>-f-rDhwA<^RMY;P*b<qpBsNpuTVD3T*iWc3TCAo^$`{)`Dfal(=+_VN#F>M
zc~yyACyqX~{}p(OKIHKu^13;7NG_O%Gt}eudzVrLd>pZkGp=0wck9c8ImyBM>+*Yq
zKHt03>@axUS-Vkzb_=n?P!AG`{19mQKmyZ0u*w)>)|Ci?BG%(xfh@4yiJf;3TAm5x
z<Iu%nl-T8NCyyMt`Ti>qQ@Hi1hGE$9dXF3o)cG(xPU}As%l?SxfB<sQa_D2;xexY|
ziFhIP&oIwGt7oGRab++NnfW*m(PpQmp7}6F6o2&_yaCX}rh}%|Hh{da88;ufb-ah>
zhEaX%`}TDo7IzC#)rYI;VaJxoL|h<DrK1)1dw9qrbXn}UO-&>o^xed!pC39wKM?iS
zQY%KGJ*sHUT<=w=(~B8GSR<cb0=1F07#wO%6vskCl7$kr^h8TM<;dl6ruOV3r)w$y
z&vPlsZ<v2Po}G_k=18ry=3x|czzulIuk-C49|+w)kIro!KWvOH-dqTq84p=c<Yf8u
z{@gAg>x?o9lI|kx5^MIak?fPk5)P)<-$L`H5;g4p0G8*1_|-r3UUOL=r6|1l%vwEM
z=#3PU{k5_?y0Z0lgLBAIn5gX82?)}Ha}(&Ju%fIPZmY@(CEcbK)N;~a1#vUoSHr>6
z%|5e3I^xTQZNQj<7ER1Zumy!D*Eu+xvDmC7yZ0NMegP<Iq#}WW*(V3?vp9xy?|r41
zQ5sJMS#vuGm3-`|znS4x!IX|sM%DtnU}(h;?2mX3_i@#wIGNS6>x$3J#x<W>;t@Ig
z_AHII#7pQ(<|I<D01;m0oUxTNW+Kc9LMesEyPrN=kHk#IV<!Th%5X+$%{gZ0Z8uZJ
z7vzm9hh<BZ1br*%`L9wLug~+h3LTu4aCu^o)}NoC^poz`7=s}YZRLvfsf!6r>+~1j
zY)-}PC-<rGrv++>a4Sfigl*cpNdHawShfRdk<TEiq5qJS6C2?nfcGr%>O$eftfWo3
z=slM0*IGRm5gP;K*`%Gs#8WY`QDFJt-vU;1*>oD;d97%ODbwZXX3U_l8T}y_Nd2PB
z9c?r@0tOB}$Zl)v@13pr@Jz(1ofF-*>~QQ8UZZ_@WB)Vwlkq~l^VGWsnd2m4iRt|R
zL)Tk|Rk^-vzchoE?iK{;?v_wO6cvyT=~TMALjh?CQ84K4P8pPfq;yI%=-l^%|F!mh
z_q*1odCYknI>&g%{ap7I=lQ#CWsaDoAtf=x`oVUt@3@)tRF_y*knV0W$Qk3~5k`GI
zBK`5-hl>}^gK9vIRNZaCuh(~6|J#Xs9EIu58fKtTSn|BX1Luc7iOu5J)d_vf7UWyW
zC{cpA4bs8O>)_!nBG#Eu<vw$6<*1e4Fa_&*ikNs1@Y-t^lU$#Ys#qcQW+dJZ&7o8H
zKojjZ!i{7GRT(ahj@bL5{8p36_#R+>LwVN7a;T)Fk=MrOy(!SCLUe;ZJ!yTEV~ZzP
zcGHgG9aSmu>lAcctB4K^y|>Yqz&aA$!!w`Z=RaxZy!P<@_2X4!VW8(ttwbsI`qPWw
z+E856oii&mUL{<8!&@>k-fJ1F(^>_KIoWt`Z<x(fK2DBK^a$;b9%pnkEOxSn1sn&`
z%RB2?N%Fk@0}pTzR1R7PwJRVFh6rL6#BfYNJ;|nrN~yb9?j8bpoQ6`aKZ2F>)Z9Q?
zmVGeHrzCqd%y%+WCn)$LoVVqdhD0FstBlxAT`)+RC^O?}xjfL)5JTVkp*r&`pXG7E
z-#e=kF$`vr0aCmw7-G?^Jj)A|GUK7-$H!(O-m6_ToA3Ty)8NUxhejHh1av-Nm(0>I
zSh8hQy9<~!UYz;+Sj4PWEarBnf%^b$#CYx_y?%eU8ALi}V=&CPJO5@#sz*jIRqRbZ
zn=KclXDS4nlDN)b2*XrzjWDEj*D6Lgc3G=c6T({6bRgJZVNhO5_eqR~l`p8BdbJri
z8*9rni_SM)aSorr-VfYdZ$y`h5S=Ww*L*pR>EdcE6(UU4u0k-a{yLz9bzDBBk0ox6
zSLQ<Dd8L}z@JWfso$&Z#!RU;tIRASvr!fb0@C>&Fc1uRtNb}pzU&`*X5N@sis1X3=
zuj5%p-3l^!aieGZRXBNa#~1P=lM{F&Ly|0bjw4Fc$gDiI43T>PIc7GFmvpB6FqMar
zF&iO$u@x+bymrPtvb>Pyj=fUx3eWG0H^`vMB&6TS?y5~uUL^3w{}FYP1h_Yx137Kj
zDq^Qmfv%;vi`Kie4mRhzS1x(bHzTa9RQTam<?0sxVkHC$(LGt7vA;P{-{Tp32TZ=M
zVzS?J!?*^+#3nReJ}!@oCD>46j(q|S_F!pk@iQpnxU?SrTn8j^?d7UHT*__j662My
zA=Q10HA!}LE|jEv3e$oq7+O6^$PDclYSrGspN=JVh0X~v)HP}juk5xKTr9!g(r_62
zCt)6;tw!g4La*rn=7b>KHxPI#Gdqe!(s6mX@hi>xo<?S`Ay_hLap&rHO>=0&FL<^L
zeMa|w`<0EcF2-uV@~~%lOvA7-$tA1c980<+9OC(fllz=8vuH&#hvdbHV<$6MUe1s{
zb}*=W&4Q0-Bqck^ohq~ODUny)0XyWS;VEAE<+b*jk=7)XX{r;HrdungK5n}-$3%2s
zr9QFjNBIc^be6%S-frZK)OWX;z=R$kUl;ICA3F8*4rhjakCigwuSJtwvN0+jnpUA=
zTDGrLf<MSHbcCMNnb<I%Zm99~Uo2J1>d>*s?6lb@)c9-ZXbP*i6Pn_xgt!{vM>82E
zprZ4kae4TT(T<-K>P3k(Hf7M5?*E+z3rZc?MCx9m704ue#W!ux_ek>=v`Haqf8ihz
zQ9s)=iYM;&Bd`LXqBVFq@0^ts0pc{$YE`9QxmWb#*?7w}X`Y$2`0caF1_ZRdDZnb}
z?B<vc|Lh|%04God6KeU|8uV3Xdhe~Y9{bCEy+6@B%@jrtGl989g}~^sH$iUxBS=;%
zB-Lt@PirELgNXUs{+XF93kz>di9$o2MK+Dyni_S;65lAG9mR&vDQ<ncRY^a_I}+^L
zGS<Z3{8@_mu_vKYkr%7>p;O!kXi)a=dgq0ky)qQl4M9t#tzSddn{IuV!L+>1;_*YN
znDBuUb5t6vi|=aRpt6zYp1$F3Jdbtsyiz6jd3M8U+!e!MMQ~JdFwyam<us&nXaTv4
zT(E@H-^=~h{1ebv9kxwv*{R>m38eF8u5tzxg6LN><FtHbYOxYZ7G5j+k3Ca+xT!n>
zqY#GTFyXRR+!9ib7gkb6zLn^!`-R-g!QLB|+#g)Lq-1Y1MpXQ2@o*rHL`C4v#ueku
zVK*eaZT0-o%_n2l(%RDT$1an>4s+>lYhlmWKKmQ*Cpq@_A@S(n%!@yn4=Gkt^u>3u
z?zg^#q1Bi@l;uL%)Dogz^Ra*X(~GhlCi#)DR3_Y(Xset05kXVteF8>TMX0Yc;CLjA
zpAzUf!{!Hgji&}6jb8I7nn?e{E-p125fpn^{(>N?TV9IVHZ^5hMdO3`d*(f_*Jm&<
z{p5FaGJG~*l27W@Q?zsgFrPc69r$*M;hsJTmp%TMnEWB+4v$JYighb2CQ3~T+xSK4
z(H)GKg|E(!mcpM_fk&XHJ=+pO{S3l`w)y2U$4e54bo9i(SrVo`qgKo<1G+Wfy_h=G
zz}a9{`@p^)%IX+=#ijH(6x|JX@{MCNH*xs!PeIWaY}x!v=}QL#k<wB4OAk^Vw<Ncb
z4MCgvZ#PRyj6ocVJje!r7i`}90`8s0l0bWYw$ieW&%qg*-y$Snb7&8^<n#6uQ+H(H
z5wCkQJ#C@Kf~t|75Z=n$0y%sz*gf`R@1$AFZOKl;<M1!t-tRI-UbG_R%B2G9lk&a}
zOLI?Nm}kHV5S<L>?p5XkIM{2j#iaL}585u{yl_G<nTcE-lHHz|Odi=urpbjQT;T>x
zKoG<)ox|NE4Y6zDdVW1CLuArxa-i-vS>-%v_dp@p35*Op9VxR9^t>Bp#IZ+XVWWoP
zN5qjf{&J7I-TQr&H2fP2J@lr;_2CJu%{P+NVzf3VInJBPUD)V$RNT!ZG#;{;dXi+v
z33M4=+k?mm;oNBS{a9Y3s>cBi{RIlC+CKP;V_gA)0&bM+uH7_@`|6ul`@e*z#u;ij
zGS!&>sV^P86Ki}K>|o<E#WO&UAy?FLwe9Gvt>md=!`cT1xM?G_9$23`KaB13=FeU2
zxLeJFZuQjZPQ&i3X*5@=yz}m(Ivn3Kn0R_`t7Kt^>QrqKl1IzwVzgarO()uNv=q)M
z`zBO(;gIE;-i^-~+H9y=%CfG-y2sPivGpta+65GbDO`GCWsr1&_HFhG1ckBzI|R$@
zLD%-d?m)pO35TVyXa@5j8DdsS_l%yQ*Jb`2Yce-t^orNBsr(MHXt$w7{L9}0DoDke
z^AIseQO%&enut*a>&6K9Q3Vt0dBz4gnT9?QK1t-w-em20WC?_8!_}a<qJ1L(bZMMH
zo}8b4l{Xd<+gbSGw^a-ag=kFe{cN(-Csm%*k2zgR&I294ft(-RInCCq(NWf3b!mK?
zpVXc7NqZ(A+&X&Vv7+A)Upz-jp5Pk73|0SgfcwHXRcE3n?5#4r?;&V%{yaY*tV~HZ
z@?0S;tO<4$@IEj>E%gUqx3a94g8bwQv=^)_L&Xgn2x35w?S8ZLaC~%^PFld}ETc=~
zL~-yF7r2i!%O610(~*^E<{2JgV3wY{q4!SaH*mG{g7TH6k>|o|Fa(f1e8F&}W~><q
z+mMR=f!2);(Er2IPK>g5A1ff%xiM*#i_ss<`^Yz+v$@b5-#^Bi5=p<gitoOFYae&y
z*b;Zha5f@gom$5F=bwg0+_dYkH2m%UjGutVC4gI@S-57XEnuA|{1z^R#cF&e3gp4F
z<OWZN`;(z&oMP|h$md7o&>+HgZj#R{Gw`)QKnW@m!i%8g)S0|lmQdXn9s0?Rq`I*!
z=uBpD5E!OXs)t|4PVd~c{qoyc-mBZXICMyHxaqf&fv7CAr<<@J)Z8;_BM97i$c~24
zjx&0_kN22_q=Lu~HFc7NY(giUsg|K%MV3o`vDew9$gCcg8DGnj$EXI}Prtgi7Qc2W
zqPYPb0k<(fw{>kAE}pl6aR*^$!?H05C{T7v!!jtlk4ppKJOQ3|Hti`42V+PuG+Y8H
zzs3L_)+pxDkK@qg&V^sV4f0u_dn@XuR>|+O%zc$pKFqIBRUF!+IB#ejmD6+}Y(aAU
zw3X0%7K17-8H+_B!r0f~%l%~_{u^CM%w6#eGrq>=ffLst+K&`vugV_h<d?(8n9Pri
zr=mH#fBh7x%h2Q;4n?H~mZ66_=}Nr8>FLUAQ?U;9oubMkU!4~gkDlj>rt{<jP3{^L
z%ML`|;8IxT1X8vd<^!on#k^ai6TzkbMUDRj*l-Cysc9SXQ;wk+k%eQ|-zK%j2S@7c
z?LOG6_lBf=Cw!6w!lqxMeP1)I@XW#mLet`h-hb48kpX*{6^<rb;a8lk&#EDJlR8J+
zov2_{suSJr1BJ7(ai#nru&lC|AAkq%Kcd36Ms$n*q0YYc8jN;40&;Q_10ZgF=^n@6
z{K*=v{;8}zwor5rQJ9E4_9+Kc2K`4>_}v1jMX2@4bFc9a5Z}|e-<blf9ENPCcC6Qy
zgD>z#yG5ZU)^w`*5ViR2ryh{<UB6Tl3l{vM-gaMP+@dZcovP>!zdWVgV9(uGbXiqW
z66NYITLRK8N~Dio+bfxn!|I>i2epdSuE3{dLXdRMBt#ecqjbqijNMJ;Vj?$a!BtFW
zD$Qy%Hf~fg+kP%Up*3w~L>Yv(SsbG-{jE=7`lbF|*cvG0bh6`^O%!=e6!;XH`9nn8
z`P+T^YODmKA%W=Gtz2yKQim@Hek)%`y*Kd6gVpq&*FE`ab>(@g_t7g1DhN_!8~4wx
z&Z*sEm{w?m3SLt6)nDyEp0_fpHy*+Ok2jK6-S6ja^kYXGRjSQOM?>KIVtp#BLw_{2
zXo_CVp4;-4<_UG%*uy(flyJG8wUIZj!zlusA1o7ySnM(^EZ~76Z^5&5-PVupp|;G4
z{WnLAeR$lM%M6-TvxOeSDjDK>9%-~ykfv|v;CHFH0O5pM`h!zR7hy~{_~hmx5RCq@
zUD2c|T6=O(^+Q0+$N7O{BnXu!jYDq}lu1I)oK>Tc$38ZMZlhUEa_n+|qL+eBBiQ+;
z%QMF%Q48VVDAn$6ArmB?VntrV#dYLsVaS=ZtS6Y>1!>p+DQWHe3Mu4(6T$~$RU*ic
z$!Ay^xuq!5OlmoE1m^@l!=EaU&xW~HoLX)&gWExTsoN*9ayrRB#8d1DXadj>DP|dX
z3MITwR0(a%52h+jAFG~tUW7FLy0oKc$Q#=VX<`X<xdV<K8)c2WA<Ff1*8loYfSfqX
zWOdb80tQDGeazQbj)l@v&S#buva#5X{T^yY4_)B0dp-c^fUWkb&|M?ZFe}O`*n`uD
zw?&(tVM`$o7MT3Kn+(uDkJH8W9#!Jy_Gy|AdK<fMN>2CEhO_|Ox+%&FFJqy4*c|-U
zs?Cadx{!!u;GfoFwI_<u9Ej7wM;WwMSk29p9{qg>R$ZsDUC&r?W>;dn&5>J)%pRN9
z<w2&27=D&g{qW!}`7e^dgpwE6Co=VS2<~)h746qH0S6255J5XLdZ6b)Sd2XAdV>?C
zXPTS7KDAeIhiAWHuNp??5Lz4>B1E^g_^A;X>O|884fsFw4%9v4f?koM%%~nx%bcKp
z=O(DnUEvV}z2y7a6;ws2rs))G^zCBc6Rs33CR=#+Ge@{xQ%`}x8|UZmcgGzQR-Buu
zizsb}uhp4<)N+=V6uZ*==*chGMisUnx@kT|1MAH?gs>=r&icE#E#PD??gfs+2Yyri
zt>Rc?qz0`wnzBm`Lb$jj`X?&k`qqS|2Oy+QX&(0LKM~I`f1VxGYvWH;u?@|C``C$o
z0W~f0KQ*m)yc>Y&d+3i700<F40pPg;8NmL71I<UkXx=TQ=zsLxXd6gYN@+wKW}x{s
zpC4GLI4FsLgRXG6|K$?B@~yCz72^+BlmKjJ70D$gAk4Ql<{t7IOE{2Ijf)PHyF?lv
z#f^p5ODufv7Bb!qz0sI5b{XVN3<HsP^Pq*N816l^=PFAH-jC=DlmY?tM)jBhc;;xK
zxtYC|(vYE;QLFHqT9{kyU^i~(<AjuuH)0dPT)#0Ff!Dws+;1)TnTGp!mT;fF`X^Z7
zTQZ9ivjFnZB}|WpvEh55PtKM-7J!U8i^w{Opu~Z^N?;)tYq#xq@fCz<t^lH1Yakj9
z8+f8j%hJSo31(hXpkX!)pb*Py+6XXDWlzmEubJ$9D#=xc$)K-8E)Odex|dQ$K1eR7
z+}khC3Z*rPnoOmE$BN|X`EHmQSWIoPx~CqXxOB+`&A;plp;%xPS9R2xaX);j)mpC~
zuj_>jj=u^cA7_{7T1LpD9^8#rFy_4o;Z^?E$bS)D4F;|R)7nr&RY>ZU>6A0Z-+xN(
zX;&AZqa%s%0t-@meq4gKri|qv&HQ<R^btGTKHDtVX(@m2cMIrq0S5cJ_+kWezIukR
z<7^|qw%K*yiG)}H9t2tce~WE{4LZS=aiLb}ic$aHx|VILZx!$fOUSSxY3lAD3oQ(<
zP=oNn0$S00vRqV^-?iU+i2Q_u%<N!Tstun#;&SXe6@w^Bp5EaGFKPSbl5hrDR^t)&
zb2J3*THwnL0dw|w&mE>g@>xTrM_L*3!uk30`qawf%iLc-s|LNH0ap0&yna37KEo}h
zst~3UZpf9|G?<iXpBeb_KZ+{aRWOV51F)raS6B1bVB!!^xo^s_HnUeD9p+QGylGc9
z5Eg4WkluA(R6T{QdKCd505Ho|ByyBRA>Z>u06RyrFeo#j%Yzgb{@a~(xC;gNCREB&
zH=}K>ufH*_qv(qmgoffxaJ-_A;OSt&T3#$Ltv@V34m{0_yq7)0=A-|$>~J4r(LD*=
z+PBi%cHWltAU;(!%5581Jq3fZw){LCu1Q3|(c?pd#Ss*z#*ewdz^d%P*4)=v1YSI&
z@xdyOMrVwv|NMrj=6+U};qB#;uuDh(i;P1^Q=AUHg=e$}6VHN+fkYL*d(Rh$uA=`4
zEk=CyJIn%S^#2yyg3uBoR)C*n`{NFnJdIP&xb8XXx7H6vGn@PNwaS-Q6Re9-jZJI^
z&o`c72B+s!zQikt`3`w-e`mD_MZG{mkbUa8lWA+m9b$>Pu*@Xrz=KR8`Ri2>U%x(Q
zL^Rq)tCErEm;OLw8efvI<v%M}IHMd2s&BcWUhe-XxqU>-e%!t1mJV7NIz$qHy4$)8
zp}nmhi2j%6wtThYFk$w4Ni$Uw(O<BD`~f0KOM@`j0?jAVNoz+4a7uj&hD(fE^dA#w
z&tt+o)Khs)E>HJQ|LjK)GV@}s;nr5<y>~-jNY74NrW|#}qu${UGIQ)$VBtm!5=K5<
z3yjgOUH6%Kce8@3w1ml;x(7h`$cZx6Kkr_WI_*z)%-QenIn-nMgUz<&J+@n*RSJgk
zk{)}lfv7wbVr!RAR5eR)LTrKJ(HoB-G4N|eX#JqFy^1&cc$#QFd7OFTH{Cuy1>qkY
zBu2o;m6!ya!>l}5!)&>ycx(PE&$aQWh3x<g>$EU2(Sg=S)uOsx7%?Px4%vh6q~Gcq
za$)u(Mz8x==IuGNcwSbj5VgiS<Vb>!*aK#iX)|JcTS!~013Cj?8KCwNOh2^@Umg9b
z#kgDE&plDeyfXkhmBg&+As=dee%Rg=wx<^cP&;5`c?KZTHrf4-gC!o>^25<nFojj;
z59k(nec0bX0>AlXOPw6p)m0MF=spy~aK9r~0@N`ubg7B6i)m~7$z@z&_v!Q2@+EZ0
zjc6OnMHDU;wH|ecqUmM3%|1WHgZ-EI7R^dO)OO;udTU=GpoQP?^vzOyTzp$JcRfr-
zT6`%+V31b&*T*W}BA92bYaxCL$zi>Pd?W7KH?rg~BqQx<jtJ8|GU*gK`$6o3?e{40
zFe&;_)flBpZOSc<+y|w6lTTh{4aI)kf8vrU<K_r9_ST(7bXfiY6R|;hU#aV>WEt7X
zKU46Qk$<}7{eQlqxL@{7wS;)b9md(XZ>dj`N0%JH?n6xgJPUo<cK{Z@j#NR-3RO$1
z)1IOhFg0~TJRH90kv=Yiwr$sbmdyHAv5}u)nitos)T_LigrUF*Z?YK7j3kiS`Z;uT
z=+x!owJ@8Tio9jo&Xev4{%%zz>D~x$>=Aw&!on<uWaP2Kpl3Mt^NMV?$v;@0En3Nm
zlr20tF#Ei?PD7)JV4E#7x56_0xeBjy!<=rb9V|?{EXh7}_fZJJ>WP=*J$th@*fnR;
z7KAQ!`G<_aaX}u^H5VZPQ7+g}O9y1>fKRpw90t1*Hd&}kUBFY^#`!5*<cHuBOKkX;
z{)viKjGyq%Cj&7}v`hlYpo+XJ8_e1)F0HR$ado!TPy(Lg8fYZ6TGDEWUt&4^EDCn)
z^9KXX59jfeu}ip}lvc*K*QW5D#!zkuT3FhDr9gjvCzYn8#Ak)$w3(kc+q(=|I!~GS
z`_2~VQ1E<=<l3A&8+6wR_DWP2Mt&~u5BAx7#DWhhTNSbHq>X#8VydOS`H@qXkDFy_
zOBi)DV{0#pQl!}Nhg09IXc}!fo#~!1SrKLF!0;#w%4V<-k8hqE)-;WN#iy*MLdOK)
zwfTJ3BlXV`z*T8^ov=xM@B`sF&J`9gMUo>i&fv-Rl?)*D)9=WK(jtxr))T>mS5o|t
z_4D5qprsgJ7mWPcP5I^GpO|p>9khR^3z1PeW&opUvF>tv(1(3f;Xy7{9US!(ZB`O>
z4v5E--+N?Ak$nxrr;Sp)zttK}bYWs#3K|Ovek<>_@ntUe0D}+%=LqZ~lI?F{i{Z@<
zJ(K^U(Z=<pSiu>63?smRPfbI=$XYkalr_i&66&~UqxFU)lnKSEm_3)cxuDan1qd0R
z{g4{*=D>C`{>Ga#z58OyABUMObC6c0N{d=kvFa#Ng^V+-W^s^7K_N9as<R``#5Wiy
zZaG-B|2`UD=*9i~pZ82y7W6MQ;cp#nI8#6vr}LEW3I;~Wf&Z9pF3T$8VkrTmN<vG@
z?d~Jf9ACCF_Gf}j^Oyze?E}mEY-~?#OuC{-YiXs(ZnFK(tuHU8!Gb80_)srNda}m_
z?TVd?UC~v(K<0WT2p@8D(%@LGJKB>DUTsBkt;S`=vmxvai$(BVXqu1axBl!JJ@zVm
zYgmwLf52R>)HB-raLV8oFLMx5RN_ssO8&u;*Q2j4tW_O!6w(r(+Xtj=e~|4zMf=%x
z?sR$Af|6P!s!unil*dv>cxc!;bjcm6!p?7zL#S2%+{Ew21q-?Phk`2u=Q63YuFz0=
zhT;ysnxfMgoVz7WVSG<A0yZd<0B?NRA@A4t(x=ANZ3I2Tq4a>B#<~Ixp$OzkFf8zv
zm9m*{aGz|ZZiu=B%95jy^awsIt-|f}GQc#$;1*ZY`Fo$TWmG3v0wNl)KAt$Q2bR@^
zx^b?LC;{QJ6uUMJwxKD7v9AdQ2eX>Wo7dt#F#yN1%~~%q9>uRaf;5v__%t(<r#;xy
zw^Q&VDO=N3XAB#WTl?L2H>(LV)b4H^k;$c*(_47jVlsQ_j7d0cqjKPi@1ZGSmbdrG
zPAsd#Qun}n4(*S1J#^k4zSLSusem}bRU{$)DruXOw_{fCDMOKo9@&~=Z_(dPnx}1D
z=s|Tf^HV=v(Gl^}c2p9Ny#v7fiKp2Q8MTqwGwjWCoJ5?@diVr#we+K;HG094l?8GJ
zUGH*P(q_<ApxH9i)CH@5G5+%Z=aWA8m9LI!w#3pBA_cJFBb`$A2Va2^VRrqXxOnLW
zYOM&q+q~I7u`L7=c351f_<zN=l&M3gPT6veC7_9jG5*U*<NJDdD>k==isPS1IE!6(
zjTto^i;=2V+Ud8+EJ!Qt^X>PaGBkLGkf%10=J*{tG>Zm($C)9<JtZ!AX;xRtV3dr*
z+60OaO)$Qy<S}O_s)j_}|34R9Rj~MeCvn?^hZGP6W={WcpHq)=4;*r>hA`;r>?5HP
z71mPA<3|3p{YSM%QVtBP22cz%@c~(XIpq9M05i-JlHk=)s0k?JIZQ*sD>ja{7qdV4
z5+2hpyY%XB;Ie8J)?#|39Jk+BQEnE2sQcoNX_Yq>!gIEv@Ut~`aJd^R6JUS+smL+}
z47go12doBs^e`NRByDw3-w^dMHdVv>BOR$u`<GvIcb9va@IS;~z=`r%Eqv$$O@xmm
z%}jrT10#0(GfcaBfJAo&N(n(4MR4=}F6N9#mZQ+kwxhpZ67K})A|uV}D5f<0mOL8O
zg0`9`No-dp>O>8H*XD6~l_lW1@i|4_vmNVRDW#udG;0<khv5JYG^Rgkajp*4!5hLJ
z#XGDw1uR#CNopw}v7}L|n5q&AidXlRRQQQ9^EO1gyA7<8%2EVfOqDi7jY47qMbj5%
z0?q9ffA}EQ?9`b<jITfP;S5q@bqXbI+7RlL*lrND9cHNmBVKRMCvGza6r%^Va-Jk0
zAEs-XP||<Ew#ji@BLGj`VN#?u@YF5+3(?~veb|ya7&ozwKB$M+bwj@RF0tbf+OoxO
z<&e&6olz1Q+d$TL>orujNguq6&pG?d<NGk{<UVFl&-%PWveCuVI9Mvi^+X=r`{a8w
zY%^7KL)q<sn&yaE)7BQOU8xQQG!pn@B)Fw}BXP>qk<;O8Ei?>mJa~S;Qwcj~s^QPO
zUOS(y@>4h~ga=vj)_R4Tqs+qkS$G~n-f@>Vp#6{`X|lO#2t(w|sV%H{jWU_zVyA;1
zZlH4?Hx`S0Szc<Srd^3Q$hiJYTZ^^(_ztC~dS(Vr{i9~N(Na|xE}bm_OI1;u`^h;N
z48^UuFgX85-n+d26v<C=;|N$*`*fNQf2!(q-?U;%&wqB=nrIU+@f3W}YX4VYM_u?<
z*u!gb+=u#=qCRUIc|I`gcrpxqG_C!CJ!2Y@1if;Dl{fJ(^ii)2wT&5g1i<__R9N4J
zV-OZ-1hONf(2FhOdDTammaXX3IJlX3*B@zxFg4-Ift;)-#xZEvQi~jDEkBe!?h*Va
z=pR2Rj7$SR*Pnks*F~<$8a#$lfX?sKMDilP!`w;6Q&P?wS}v$Me+6!n@E-ec+?*bV
z%dzj;<P?H4q+q@vSv^UCODDK?m&s&Qi9$tv*1(J*jqIm@aB<qvbFWPm=ewK)j8$~1
z(<(X|JYUl$)Dx1##vL^Aznf9@RR6a+-z3%O?c6z&gh{RHSb*hLA|Gr!WUHDI?`JoL
zHd<Yg&~R#WsJ;nHut-@wZS)~oZ~xi(()Y?+;+U(9yXiG}zXWgJFIyMQvByG?U6yj{
zc~S29T@>$cc%%xvb~M~mDO&@d<?@~0{_Y-CSf{Zf(a)WLds;#EOP>1Lw2CsVwvi|^
zrPPvZOL_8F6d`9Lh#@-U<yBXY;(>$O`#%*=@l?Z{@?C7d+Qld>h8zZ-${BUO`}x4f
zd=~1#{BIO9U~ApCU^j#%e?9tSYwdhJHOXXd^@44D$@VuK57p8v?9hgDDOB!FvzN=m
zzL)1)Rk07l!iMEU6^i>;Cn38#we<7N9f~l|27X6&5tCK?1zp@n*x2oO&!$N)4r>{y
z`3H?eKh4h=*qRf_bqN~GaHdrVYdMQ2g6pn6TY~RK6jkV7nIiOWCM1oH5JAZr_~!c6
zw0E+UFHjK6vxi^UlP5lm*sOZ(d+_UrUh-l+`~bGYPQkQM4n^gEPbBQ@3<zK%P=2hW
zhoI|c3$<f+w(_bRE>{Kky3$4wmn*A{vj9`|v!DC+Q@k3RiINW;)0u`N+REge^%KrI
z?<T?6GhhgV!{j&<C_(N0*9K^G92JxVVk|9Q89%a;kb=Lq4}oy-CD-H05J6~?^0fYe
zF*WK>m(L9Ho<{cUz$e<&RbCtMwg$53EBz!hncspT@Up+Ty5qL_%#Dz(2JcD!%wgY6
zv<&3>HJl;q3LC7FGG}MaS8%sa{D}$Z5mC104)P<?{$vx<f-m~PRcUnc<{sF`nxpiu
z%cq3-{OTFRD$7b~{&P*HY1N0~^U9nwkQO5U<+wy@TD@W76R=^{m&mY{s22(MsccjV
zBMY?u#14JJjhX)%q5;?Z7f(w(qg1XOTeh?^-BMwkUZN_<2SFG!izG0{^i~3-mGS^J
zw^HTscQHwgYLN-$;#+#`ljz}QaEH2&=!u6xST_cl+p~>me)4M%!VI)tMq<PRERKB$
zawi<sBGR~b@`<2=kY`|VMYEmtHmb9@ZQgbjr**WZWU)TZFk@<TkOQO<_%9${8(Rav
zKkGXIoBKEh_OLTG)%F*%i9#PAr;6bXnX;mEGz!M@27M&-P}RacI9^XkI2KwqY6Bl=
z{Awoh48)6(+jvnpBKKTo4Duvg#EJ;c{%jAidojXZh`wqOhV-%HPf&fsjuoqMZV6}y
zY9WY$D<T`qAjyPcb&U_ntcx0@$Xl=Nud?Q^ExVc^REuAn+_|ZYJe2YwZ(kYGQ>n^F
zzCFRSmgfsTc8EIE0n(OrF0e`)l-zIs(K$TlzF2$QwuqYrN@J_MoP>%d^x6zzu#+fF
z+*a@<rd72<^fQg|#riK59}R1V5rZL7YUCZL4fS6xm8o_gn5OCmmgx|fi7RLB;(23u
z=90CUu_{Ci59@sGC3+MRW(ojl#z`>5{~TqgRzqKgsw%!MehEvchP_vjX!kjiA+84-
zQUQ5wH^u~qA039Rj_poa@i2{VP-qPr!3w8$nlrA|&a3@EtAgQ8J!1zs!vFS82*Hg6
z{C;Dhs<nAZj5Fz6RaL}hy{OYQ_D!QQ{BW>c*fb~y^wi!NQIk=ZyT0aafZnvfzWjf|
zn>rll*L6}TVQrUZ<CE{t?ih2hW<Lg%My_v|z4hyqQStn}Iuq9iPQYN9p&?&Or`@wq
zsLwS{vfT%smcih=RLjgjI^Nqe=-t}(V(ktjp59$EHVk&Qe6?UnC{CT**o4a{?>YDO
za|jWm`DB1}yN~POmBZjCq*bm%A{7J~dESDB!^kY*Yd1cl!-7N{8)n>^s@PRvHJK>)
z$hi$RbX~9F%&bj7#A`S!q6?1}DCPbaAzVF^U;1r9IZpqN#_ne(F9}^7l@HYT!FY4z
zhrja37CGhz{=`bf^_T|etbu^#c*d@u5@3>=?R{Q)#-<av23%C0iE1AYCn!9!cIUIv
zuoIjgr!!tG2$I<lKI6}F9%BQ)U!T*UTK$7k;as0gGvQ~whCj&|KR`h=lbLTw6jkb9
zJ$)PyTr|iCrlfaPf30(<amX_Ve2CkK51^iJjd2Jz3*|SYom81(I#u3f)95jr1#gY^
z+RW~%8ju9e_SQ9i@jKU)JwgGPLm{+Z{X$2q!U6tyBBAJ;oA8OJTXiBv(G7rnMwG3*
zK-FaTFzDfg`8q~b^K+;#C(<&u<m8O;d*!wytm7Vf+8-~~?i0@IFS(r!WOKpAf_17k
zhp%seWQ1U7wL!$V8_mtW{z{eblPdVPz=ls)a^(1_HCP)GD}Xw-Qs88Of?;x9Ux(YO
zQ!9*8G^7{!cH+34rW|X-HRLUxkz5X$ocGF#ab^^BQFE`Uzy$_n2~ux+UQ+YM-`~I>
z@Jq=^(#oAqn=7o!D2Knck;`8PLmo}0Aib`wP-WGy%<$5u)!J;}y768l0Dt1Z-I0|s
zRmS~OuxIE%!Mm83AsR?6QN)e1nz9aI6c!jiVik>uml=%U4^#{sYT>zuU7X05MbOmg
zr1{s975Mra|GvJ)W3BH5;Fw{r_Ux}F>h_$7pxE5!%wet1Pxo#T{?UaINU1wT<y;v{
z%_5Op{cZt!@ss`ibcm38M5&+Q0X~D{a;7A1fe_+Lq}Qyqf}MK1Pw}tr7m?h2Va%if
zg5gAgNA=0YYBW-0m?kBi(urX<tj7sNpk^<BPzkR+X47A#d4#b-<HBX|5KIE9#2%V{
z1jW|BNWJM_NGcu#)f|uWgizg1#!MJ?n`zS10`U<oYYQH>Kd?Vs|4DlUTOFe1TNBh2
z53DbW>_D!szB6}l-~C${vO8s93<3=PvAE?t7!A^=TG{kSvX%Sd$G)B3UJPp&l5wP#
z#<c%p;pXXss^dK<fo$=bfiIntlLm0(9@O?fIvx`qSQi5b9phxIu8e8j96=W!d-?=d
z2T0~%|0~9DEdZ|m1-W8TIOAX27>1~1Rt&a+IS82v^m(^Va6Z!88V9poihi^worB4_
zr@5kDh4)v$VNfb~s0K)PfBw0?|HM~51+U#uYont6teF;7mJky4vfKOs+V`^LS6h{Q
z1{N)`q?ye^<T&D(8ETA|?s||v_Gy8?J1cR>*}FGV9D5(omynFJA319#8gH7XeP~o8
zrzDxU%Z+um#v_YDPWY;|nFA_nKkOnzUt|Wl`rJ0RikFDTraIyw-WQYo5RotC`k1h|
zhRP5{cDU!ZUUz=QzR+Gqnbp2NhN2)=ZyxY#e0cs4<RG_H3N9Fec{Nkq!>~G_IM*CT
z&!6o<{lyObclIOoZ?UsNAM)<4`b1$Zx$vPrA&+10uENr!5jZsF_2<TPW)xUz|9oq_
z9I+<SiWSg2`PZg7VJ?EyoC3W5nY#D0UG-%E4D`+q61x^Y?q@n|OI^bJnJ`bIjlVMA
zYa$(?aqdHk<Xh&Ni#GUU9Iof?mi%C@D&5m|rVpg~vXU~X>0eaIYN=E7Gw&7(%m-jJ
zdOo;EvI!ufc}p45fL9K{lM4~tOM`^^nV&Xr55y>x#jy#);DF-#KR>DLz_ZyaI%VYK
zH(Wtu)E<7B`&sC}!)=_&1G(ato~W@=#r;*g0|gG%G>?OK3lE%{?V*>?c4&@Dag$;-
zR3`1o=ijA8fiF-i-uWu_j5^Do8~ZH$ea*nt*Dot9McQM9HtO4_+D@aM&a`|49oGM|
zZC7~l?ggYhFiaiS=i<aewzIP(g!L+Tb(*--zD>e<mRMpiCSu@1`>yO=J_SXI3%<D-
zHy;0I=ya8gZp?k?1J!9J;TsJ~Npf_-!75mn*A7=POA_q2Uj*eo$tV-a>RT#BP?8?L
z&s9`WWS)Bq>eJF>{z}*a4HMk`e|>MT-7CtdpLo<w=XkWk9qObN`q2mY8SvbZ{p_=U
zHsn$s)eXi(!}~%Baz8@X%l4UGo)r|vM2+bvWOkF}knFz2@}{KU{p2)`)KXOwRMw{9
zTCB(*Q0;Quc6#3ei<+u^CsvttrtmfRoo%62GQe-_dwYg|U#Z+eF>&Dt!$Y%y^J6vO
zzz|0r+Q>(?K2{$ugcm0l__~(F{i=0@+B!yGf3-*?Vzph0b*vpy3XUhW6|;IN|3da;
zYQ=qI3#O`bcb|!}Vu~>T$RP<2M$~?`bCD+cW(q#_?%;_h4aZ=sxb*E!KE5Amv%PSu
z%$-PUD)F2lc`G(P?@6SY$eU;ze6Hm9Hvv3IV`W@(`6qx!^5+hv_fD1Yj}+#K`fvZ=
zXW%_yhcgrm_sftDZar>m$H1@d^V`dm4lZi-GGHcYh{*BQP39(yvNvW84PIM{kW*5b
zY^ZF2tP?`w>Zad7%>4IxHvK-mhpss&ptpNa%>#1V^5YXw3E~B&WunJRI|b$}aTuW<
z@0cRLQx~AmRxT4-F>Yq~;_&}@b3~@?fQ<mB+re2cxhFbM480FI08_g{mk_AOX%m&#
zUOpv~J0Y7EOjPJ-25APum#!yDpfv73X@<|om)@thg~;#X%7O*4K&K|DFym=sf%lZf
zS#r(!WD66v!x=v}-}{^O;cUcBh_Tj51dt~XOt(fGJm7uDA}Z%M4aKM_M2*r&5U-5g
zASmW>Usvg#XL<7jVXumM`Mdl{RbsZSh?gMEEi;U_{m2-o4<DQ|e&EJV@e+9cTWfPv
zUuOtd4gzz+8C+m!zG4ULAwLD8<D)@|-O=?A#30%Lam{~MDr4=>pzXqdcvBUMEcOg)
z?q+Q7=OeY$vEo}&4UL&62cLBUL<(&bdq-qz@FOjz(&0(bHU)sEBV5(<!yacb2DcEE
za7N^_d94u1ua8n-T>w8H){)ko(d;zL$0sfltGW1**_?Q^VKd$0Af5x^DyD3j<&5Fg
z`ky|0Tk*@PZ;o@#&<;H}Kna2TdSE=OTle}E+vmv&OC#ql(w6hF65v0`o^A4urxwA-
zVWwOn2eTaT4KEi6{6Wv;+IjTLlQcsIZi9LkAUT+_s~FfL7_l8L1(G6A%MaqIc(+L-
zwXz%IPgsc(AlFfTAU{*&{eJ$HD2AEaN9rj=fx7KE0z&kJK=$NG&}tuQED?aI<m3<h
z)z2^-CkX_0D6B4nr@*Z7yCyP~h$d(dSz#j2sV#$E6+C(d3!vQkKOkO{-NE9(_AfGF
z9PIwt2;%325zuE1*|Y{A?|Ke-|E%7fa%{N*UJ@Zb!v?o)^5#AC)a}Y&8bDFO7ZWf3
zmu=$}@?6vo827BFOM1S}|9%GCyd?0sz0<kktiacW-x(>st({Z-inb_IUzB%NON@>(
zGkuhsN=N-UCFy}md;RH87J2FX4IA5QcbP_Guo4%d?ez1s#PDRy`d!%jEX^ILj;;<x
zQ{=8dxO#!`L2=JJ5g&5?{C=as6b3*Qa*Jw&gXD~6Z>@py+nhlm;w>#3tukC?9+v~k
zY?E8k%vwcJoiXHZ3txVc-0w%WzYCF{p#C9{I@BD#=!_(e7h6q*$TvR-eCAO>+jRu%
zaCh$J&#s?HeVpiG1XvI>kRbvMGN+w7@Ny@C9JZ@myTou<9}vHWksPaMy=()n%3t+&
zBDI6%$mkis9`=Akk3|_8*{|RwmkAxpYhWkx+7Q-iLmm=WH7<|=pNXy~1Q}MlBn^%O
z;|K@}-v?)=y0AJVljq9ZXgTjaA-B;gMwis`E!vkC*zJ8}Mp@nGy&@DgHjoptdABrn
zFdR21ZEaiq1t5(8MD7Ppz6DX#qYt-<>$bR(=A6;>K?)eIKDy@wmZt_)?zj6<kC-*>
zYh|C4B<1)%k#7~IF82j6qzavuu@`z^HH}wE%eA-&AsR;QojWC9oxoB9QmSiLm}d-;
z3FxPoS+Ztsp{|Df4gEN&23>sX3GHZEAkXgNW47{+OD<Vxw?J>60)rH<Z90%$e{clC
zt*UVd=2Ag($hrrIeZaJ?hEFSWY}upr>;cI>);GLu@`?3Snzn9s;%si@`w%Sf|5CB7
zhGWz~GJW(wGxDbYS!{5+i(#}?OsKpCm)iyF5xc3JR>3qHXUZR}81BlilD|EXNV9%1
z*f=qB!>5Pinmjhlk`}g0gWaPUf*<5Oy)z>FFuhmnSljG!-N(`SGx@Yw-UbiG1}6=L
zzvc~R52EE0e31~p3?_6n$CpJ<Dp68JqQ?|NUsQ0>A)b29Hb>i!M%Bx?{8}dZp=>$P
zRrfi6P~Zj7@n^G^l;~b92H)fy1bk;a?dN#2_UtCYGz@R3H3W-T`lN2?3J5msMCH9{
zo4{6pYLTJK_3YEmd$RK~R~wH%Z{`H!2U&o4LmCSM%oB=ww;5;U-#(z>>wPq)op%Bz
znid0K^?T$hdqE}>2H5Gg9c*xtHV)!xgt|0P<@c|9`w%yL+M|;3y9A;E<v1EKu=P^S
zFPkI(`sgnuo9wG%MdK@@5-&LHi$Li6L5}^VAFXb`C)g=_M=~b900vl;HB+sqo&J`s
z-8$QY(vfGG&tBN*JM#q%s?$R1sJySDvzI*0tKvRsp;+_+7PzeR*)LByz}C30JuP#K
z$crU0<kyQH24FwwY1vJVTyUw6^Fe^JMx&cB_Fk$jk%hDGVpWCgpni0Kg_7g?%cvlG
zGmCbzNmVw&1Wh6>oUf<C+xOS}&q%d#Df!X#6!vxR-TNbc8V27ovR}=%?)SZMoXxyf
zLjRuKwuBxJO!y||>m>3+iCR;x{VxE<V7#f6H-gw6s3i;z2mIJ#56;!vb=D+LX5Q?A
zLE}z~_kA*pmgA}tlgC})4R|SiQ(W3<poQcIAr9)9JVZJVA>%JzUlKja$;XAJ{l<yG
zILJSDO?K~t%Twt=mK6OU?naYZTkszhh#U6nJOPg?FVf%B3K%O$54an)f=+a#HBhPc
z?$=5+dtelQBp;-@Oh&G`Cw_B@0Ai@oS#k{<<U^aBu|1lf94f+j716NjloFUG^`jcs
zZl!dl^<GX@?bRSfg@*F7zGWXRFR4ep<kr*`l)i(_L@mf|AxlxDiT+^HySN+B|K)#>
zIIM308640!Xf&=ehMj4u<Cf?cys3Ij#(FQzGNGU!t=YV{jsl3B2`N@V^N;S}GmiY1
zN~xQ~i$i3F1!nwgSI}z_^FKT~J<+>HdgX45dLz{^wbG?4pdCk%&dw1=5QyQLFDZ1i
zswoYvzz)PaBWGKI#QIr6cV2I4#t*cDKsyW|OX8JVNpfrpkaz)Xoz*Uok90Qsx>y||
z=~$5MS07>%eFqrIe+^Qb?a_IFr^pfrtz=Kf;c3(qWQw7aqB1z0<ZN~cOYomLk2bnQ
z5y?ht^4~I}@9?H@KWp8V7XIU+WjCr@Y4z?@m|YUg)K1?!tcGS-E-DZ-915J%&2@Gz
zhSIYxNvtc=d7@FLLF_+7_)Pp~i<kD*u7r{jvRvg4+lrR<I!6lk`WLGSY0U0Dd;BG{
z+?hM1r_UYDIwNY;|LRlAQYcoBDIu#r&^?@T00dg?e;xGk_E4OC<!rFP2ng`pz))@m
z%o7UmeK<qf=&q0o%Z8*0t6<3=A3o;TTkaZQFy<H}R~814|2hVcyPG5o(FN5;0PGXU
zb+}IE{AE;dvt1#DMK;pyiTBy>BG0&_pK{%~$=shPm%I9k>vR<G3N<%(3U>9?Iz%Y(
zUKoEHJ~C1_$f6|Q8bTyMM?XXc1Q_)(Yl;Vw$J3{r5EVl5LHB`KnXaX`m<i`gd|Gjm
zIr;@J`jhk4-=;C4RM|uy@L(5VT3zInwM|$Wu^1TkxvC*&WEvKIniCFJXG8vUyY=9^
zX*JBpiD(8PsuEs7+%ukQ<F@3ZU7t0HLb;|s){J>A@?=ap4~F#CEuWCzHj7!FO_tYD
z)O0l=nL&Hz(W>nera9xE-@K+OMV+>u?;7FX0pfBy26b5dy69AXjI=<dZMEc01ARKZ
zqx$5ORxS64y!Yx5#r=7%OHO(GPyJ?Zs5t>+;r=@aV|Mjs`AnJK(B)`_rT+(YPgq>U
zq>khHD^-0VN3fqL0Q*vnAmugV35ryS-lDP(x-g!LC$S&cqbvjFaSYSDekTohom(HD
zQTKl0OMxL`2lNCCCte1hOhatbGsK!I&E?QytVpdS$!A!jCx+pW^aUqJnFub<`&v%O
zdFt%`=zoNvIkD0?wIXxfeB^~7FP4|P&*Mo+S_Qml<tqZjb$Ta=?{Lq&-yb`kVl6sZ
z%duzhR)unF9(wf6bdc)&3WrOYv=-{rJAfXr_Km*xajrkS;ZQ!QF6D3q*q=7NCQ~=%
zm6u<c33t<FJoY<Cl*N(U>fXE_^1mkL;F_SA-{w;2?ILV6QNZ#Cm=oo1t#l>iNfVhg
zQ-S)d&+(%(h!=Hbav2ZKgX9q1=;<H<z=@|Pg~4@z3|37=TV&siDa`Gx>03-hLDiyf
zgnI5rLS&f}1@dM@dtT0iujpG3JGR%IqcgzUOLcR-=S#U&rWwE10c`#)DP7uQQ_T;-
zBoTYHWEW}m=H$l)M#2+I9F8Z^vch(1R<T0<9n;TrN*jyJ?q7`RuuBEjQ?iLB$Eq>s
zn@hd;dj||s3~n*Rw_*n4>zEg<l5T&H!aOhVa14674ftMYcP0ThnbB3n>W2S}$mV5*
zdR^-nQ>o#YsuDg9?URVuNjjMqC>ryhYx0)d+n|woSxZU-(miNz_WqJfX6aTay)M!>
zD5Gyjk_cf$MElQRX5cf2l!r<u?d|u_$1jxfuq{Qu9|Cw@OzMOY9Hw@BCeDy3_3*ET
zAbw4VIv@1iGrNbVX}PkOHn%HUfSnGouj5SL+-1P&3SKN=n;>l3EN-x99Pad!r$Gt0
zlN!kS!eL+H(9vg!+6U)B4E{&dKMPckE|gNoD@MlnuWLOtNv_Fi7u5VXB`>fH&Ib{u
z!6J0^hudtQaZs**|C5SPOXu|cPf`)e)S6P?6_<`#_L+fpd+Y>KVRyPIV$lLQ-`0}F
zg6`)|gIIZFxj|4>`=5bo69;0Tjf>|9Q0+hZsRtN=`rs?5Ftl$9b-j20#DDO7RGleD
zHOlmMpq(*`=jx0?!4BSZYS}Zx#1UH?jJb=AL3cCme??whwKr(;7UOujf_#Fg^v7i+
zx?1mLJKj5EO;(hi{olDEfCJ34j70O((AZVd4bw|gWQQ_hd*D(JNiscgAWAC~@67>t
z1tknwU!Cj%+341wJFEG5g0ln-iA=4+Baa13_Qfug9Zoc<?!{F=@{$c(Ex??x3cPfd
zLK!HKxw4*p-(~?CQokl#)h`2Z1mk3ocer+&0*U4ZfVt_#3_p6D#8zprh}4V|Qj<=|
z+AJv0@*+!+YWrHMXF;THY=-E51;*E5l$A5v>*<8`B)t7W)v&rT?`HAdE<vY3g$P-4
z!uDk*7o;_vFCv6rN(1WcAOs3GG&}f*_-nhgc6fE|@zOx~1BbxF;Hg%w@w*hAugt9F
zhtZopRMh=OlU#UtpR*Q56s`=9|K9UcSS2;xz90PgqsQ4o{w+%jiSZ(z<G+J!tgq)C
z^53OZ{919B2aLjG-pzqotypee#?IcI5rhY7G+UJO)K+HW^=u1tQw>k0gO+nbecEfu
z2O{rf!4BF~=U9lmiDVB>pL3SKhfQR{wJ8ZC_X5}yzP1O5rIo<qfRpTcmuLDDg4gJ^
zrcX+so%hjS7BSh@dvp%u1XsYb_QQ*2Jp20a-c<&A>)mFYfB~_!OlHtZcy+)2St~gc
za0rUALd2nb$vPncrsk?Z<Q?n8k-WN-S?|35hWa>1^S$a$t<R;8vuMx!j!rkQMT|iC
zcxpN+LthQhYhYCXG13WBy%HBnN%#qqG5F`Ef-6s)+n5>1G%Xr5q?_ZI6{2&zqhA4g
zz&42S;t{|8{&(pMLj+sW&H0l><-Yo+XzWXB^YCGa&kImQ&gOFgVBVOF`-?x)M}f0F
zsjs(2s-=(DFBrA#LuPxN@Jx=Mr-a6_4Ruqha>9a{_&H`NskiQi;~7#(;K0O|;_^l0
zXK|@CC~B@x9laK+g&VWiu6F%ps?V*+t1kgdCg=Uzv!6?#j4xZqdHPDDI~Vy|mtlw`
zJcWjY099V?Eu-|xU8<6arN5|p`HE@e6y!(D9|0`J^6LuK<%=MmHqbY4m)p5y1C&vb
z>v9hu@!@gs4B@gIUURGs*+k(SU)n9^;VnzV>-H!n#)N<l!|)j~<sL^_z>N;{9CpMA
zP^jgw*kTge0z9_yuEVURJ9mo1WRvyvrq)LKCtZ93bK*l2UFy>ER)N!TzW%OM#rzO^
zq-<ZboEttQ)4|L9B-O!!i-@P6qnDi9kcY#mpE!}qMjwaDiQCS}KKk%_!%q4`Rf;)u
z-{8LFJ4*JBm!?^v(^i1J@8Q{|zGZbxW62UuRMSSadd*%l;zVka-6<D&CLJ^$L#*`Z
zJQQ<(eG}%k?0Zlf?81sqCkLD3@jvVT$fNRJjB*@*w!mryxPo$elMyZ8xUk@Hjw(b>
zlSTn&IprPR4!V0AvAjH5BZ?@(LeQ@JR5u^4qo1lgq%lGMdU|$c=$vIy+%h`dRrmdv
zkXJM$wv$d)TD(`qv`*bHjwdX;j)6-TC%qPbph2WC60BCcKHzi9z}q9ec+S~rD3=s1
zu4QaokNZ2}bCsoX!=F%*CQUrEUtMxZJd@Mgd{beuVsU{c5^t#m6Jv08wr>4uVUNe^
zC4hTxv@ITypR^RPh-#4wOrd!1(n-B%znXeAK^t7oQr8d2q+Z;Q8w`BPZ!O9azG!}6
z7MbR3?GE}+-~D$aoe|3t_!m+?K7`){+7cFC^Zuki4woRf=*T0_q`iHpr^r!n?S+Xj
zIbtV<qb;LM-chy?ti-Z;*fdg*+~J>gp^%fe4kW&YXa?@=bVS&zCLd>=duWmGnf7s{
z_0qW4wS7Pw;k1N@(s7)b>c6$&y9eO#TEUAF=${xHPS8=Dix?xz0xr-^+=u7eg7-%y
z)sC7kc5sxNeCtK~)GD!sn+Uv*?oYq>Y4N+_UGp%xqH#RB#F5c_KeML=YtHW&q`XYq
zv&C<A{F~Bz$l^Ksonj9B?@tY|=vZQ?$s&nR{9XnbrO%(Rdt8$^xJ3F&oHk(y>sn_(
zB1ZPq7QZmP(CYqCMRkP(v37D6E*JVYU3sN)01V1zp`B{T>r)m>+sl<T&7dy)9RHXI
zmFkI`I(T-sq9r<z2_Ye{-|PO?EW*-PD6eME8_)aXvw{7QqF3uUZq2ndrf{24l|8ZG
zc<k6KB1v5t+;Jt>x)pXmI;U?A^^&ap&+*2YO0SO<)Jnb*oNY6&Wl=&8J<G8Q+JdbT
z0``h#IySU<<ZUMK8u16kd;#&);|paeruF4fi9cySXoYNc9+ZbIylC?&z*zaL?NiVy
za=#Nb`0d?!b$|4LA=zOGBYtyyIf!3-y<>292DFKMcz(c*<kAlWFg1|8?VRHF9(S1p
zUp@2qX?yMYLua{%U)s-X2U1AA^HyR+anPEZ%8Q0x^RT~WsjW{0eu>+Wv6APeevfAq
z25Q1G-!Ix>d55W&6?|I4&j)UH_j8{VNd;~abD<#$@Vzc;{RC9WP;0KX!f42%XeDe*
z@=W|C@J!qeDssH36D2YpTW-6)NN|HX5-h4<9mr9QjL3?JOa<^sU&#!v6N`V8q_$Pf
z)tX_-I64iySHbeT+u5D!l7z%Na^E!b`eyqBW-5!~*a=^B6q~916^UZk;eA#TQqs}!
zn24y4C_&~rvI!9kkHQRukyQtSU?@Qh2`287NDXLMK@7S<o#Y;bBPVBm&kHVQ{{H=&
z)$G0lKl~tuIMjM`4m<({*R(q=-@bp(czd==*RJwR1A|j*I5Kcwtt@FwX8wtfjq=Xj
zC*SZ1&lOi2z9mKO<06O{^L9E*LDz~AF=a+E@#$frCO^D?v$!xK!apaun<|YU(5665
zWV?Q|cnKBx`GVZ8F6y_&N^2{B;2)X=;GEoiqw;rWZ{d$`)P?!!iOgWtTS{sTKk}bu
zpWui~q05-=ew9`@ab0c{$2f7x886=`z+k3oiG`nR{-70=88i3W*9dQ4D{<=>Pw?vA
zai?{i8(FCroZ>y!b=EDA<gD18>UQNQ9}IQRy4c4zP^n{Rdv@mj>E+9jpwn1*&5dc@
zS*6yXp*LQ2MRVe3*h0Q8?2X%>uiq3OIuv&MaAWiLEhb+6jZ8qV94U1(JzSvvEu(D2
zicsUybo}ELf&IgQ-<b7YKa~(?437mTHCy_dL9u%q_nu*=@q|aIU*)(94&;A-<UDxj
zA!{Zik6lh8^SYLbU{~=Gv5T)?WSS?r4tPTGIek(L#^%y@5du$t*|}&Mh*spce`F4$
z-+n>3G|YKOe?A(Ha$n^utMvCv+r5|8R=UX<qo0eP^)BLy^H_Z%Ra*6~Rq0WF$Jp1%
z`-ZX4<eN`($6MQnuIu;iPUklNXsPML@|n<e!j+kpm-%x(L~*^|?P%V7r9F%qT~dD>
zq3a;Q|M)rEhNIN9Zy4)Y%5pa#RJ~fT^)ORm)itG!_3KyiDR-dL8XgHZ&l=*&m817{
zuc`|#MoA7UEN#c05&4u;h}$wKzIpd5<i|J7vW+OX*<9n(7+nG4h}2#*2UsB;z1usT
zV>A|j9}2;k7w1|^s|sprJIKh)2*$MR>kLJ`p~fgY!~0)}Eox2PJSClo73TUFM6v$=
zaQD^^Rd(IhumOS~0wOKl-6?{Alt{Bdy1PNTq@_z5L6Ghg=@7|HH%P;#8|nDg#^<@u
zIq!4MKk)sexBF(Zu63<7Ym7N&2})8^TdvAtLG0Tj$#zjqn}ysS!DA`AsqpI+nTX}0
zVWdBSf<NnG4kkHMh?$2E6tW_q30+o_-wO?iC{=|SMGyCaoz0bnNOU860v*lbQS_`;
zR38ehD*iFLByNsAKd?jOG820PQ=`2JB(z>&kc49i0aAg|yi4-bUh6b(hgh}V;4z+%
zC7B$4bQ!E|`hZb)7!@Xj^4{uwwRl0S8pAq%ti(^{cp$=&kN-fA^<MumAw(r0M7YMV
z$u*nT#I507AuQuwhB!l%&|w$FFnN6Gki09F67?EhlIpv6>u6vH#Mqm8^=rB6$?VV`
zTfNT;mNC_#vU&CMl*Rb<FOH0!irOYAOBu`L(L6oEq`e(}BBbns?yIqvQ2UvPAZ?0#
zlv-{3*(?H^s3~b{V+vy1rE5d8T~<AcctJ-&PdjYQgXHiej+MG|4z-q~TaTJ7l4Wr0
zBmH`F^|1U2D<5zd#R#3Z<=aZ)y&P4*`{A}c3sDobpE61?^6FBzDE`I1=h5+r%<gS~
zVVakZhaS?aErZGzNTK!%xwS~eoX-oo1nhcn6Og5L@Z%G{7yVcY0n}RfY!zt5c`sw-
zlb-#!xdQov5vHVE$)9hjB)O=wfc(B91@7X@`SYi4+KmXWsmHt*9+K!L#K}p9LnYo%
zS=S)rC9%Yui@jsiJE9!V9?DVE&oMJ4ndTe{f^gCm#ub#i3~FJE3>c+YU*~CHZ(heT
z#M75q7&gr?eE2=78gov8i|U}lTrAR&_wX>a+*EHG+l`6&g@)4VWZO?J$CI=mcQTm<
zRHJ}y=_kUQAv7-$vF+;awa1~<BK`T+Y7s^79VK}+;LVjdtg}yy(@-?=BN6jRYwo6A
zFi0Vp3rRQWr=qbQr3ciB(rqA?9nOJbWgTD*mlKvG%hJU!M{(73>vIWd1vJ$L<(WGL
zquD5{_AhCPRIJCWzaz9v>=6+nx1^|4dv6wdiXw^*$>{muhVvLb9HI?cj`G-2*O}GO
z7=FP!Wa6WpKGoGhd{+A&L!RV)>T;!90JZdQd>*pOeVcyDmE$Pg5Zc(Dac(_~haBwb
zlt+X8E8nZ-Jtw`GKlgD;2M}8+8se$;gcBv4)H4@H&=hI)DI+_GjWc4qRZ0D_G4#UN
zd*&Hj8v@;PTFE5Bvv>Zs8(OIxP?1(-%`KGJ{642zUfxNX*kcSIy|Z~6);ikxRj-hA
zaiauf*1s6@gvyKJ$dk{fvmC2LW_%sQ|Hi%297)?~M~pm4_m6<e;}^EIb)}bmuigmS
zoxw+<51@_)s=L@IJ419uP?ZKB|1j2zDv-}-R)45D%bt~PS&he;|6KZkF=ko;j^0NS
zVv|9GVYl-KX3rI6qSOnjMPh1b;)<=>NFNy+3X&g1kl{)lj&tCMSZEda(hLw)n%)y4
zoh<okt*(jKrzl*hJXl1Ah^B!^mkA8zv8#^m^JN}(p-;}iP3^yll33*D9~lz%7ZF<i
zRxq7<V4qfg9HV{y9Yt*i`%hrG876kyZ#N-z1hU^3M8HrqrMAG@F<23jNuySFq>Qj^
zj7KoQ)s<ow>ORs?#Ac5nIhf0EqLFdddZ<_vEWf2xs3g2OriHz^tiXZ2xl?F=XKn&<
zVP_nLlt&Vb(~D8Rto_>G@^5YKG`=qIjdGZE^j&%6I~hcmo%IPNMgyV(UR7gUZ{0^n
z3k&#3oF6k}Vn<L9ef{4zf%0fXwqK<<pR(qDcRHshnetTj2!55b?`M?9WfPYfH|Eni
zMmpK(1|tO!WQX1g`%A_{g~<7?E7Ccti)Rj0NkaAqC-T+<b(N!)$Lyg_1YAlP@%yS%
zxT%E<*gf}6;|b@ShhhpA%oY6Xr{upG(}#J0rCi!SNWl_q!7%l`TZ>FXl8h)q7!<eb
z%7&f2^fz9{Pj?4u9qMiwPO|6@Z6}Cr_4Dhk5|mYSYBq-sY|5^87%Ag$_p=zlcLOcx
zx+;k}kJ^pzwvtUrc?OHAfi@qSVE4o)XN$;j^Owz|F0xF}5}-*1RAd|H+ji+w94+se
zR{$};VlmS0nSTyHNwh0jN5JTTE6)`%=4F2gfs5kKA9I%M2Bhxd8U<B)|Lo1)cqXiq
z8wKAz-Y_Zf7)S@qLkWot-B*~ZtA<|DxRR(dPDu4yiY$!roHbb#q#fj+FA-NxT8&?-
z_UbFL80MGq7x5HHXWDNhc7oNj(3J79Aw2P+My7OiSDb23nF7@ME)PlAxv8@Fa-4Lb
zyjUET8$P`=#m<}tx4rhP@OsQX5?4=|2RA`FdcTPlIuyCd=zuWE#zikesFI%j_ULEn
zbpOH1l2h3{6-4;S*JI?gNnAyRc&mcrj3D}y*Lz7G<4RF;Z&ciMl}vpDiyy?BzZhq(
zFwU1RMSo?Ai5+4D?0R!yx4I#66^;+3jU2tkjKA;`D11>#9L;0L0hYG9Qm;tjgAcOk
zR|M21?X5ML>&H0v%%?@L*?qs@hB;N6W0U(OYcXYtSQqIPvKk-gu<wbhaJvJs{P*{_
zK~KSA?*ii@Vjp3<MW_BQiqBhi?>F3=b4+|J&n!Euh>n~IpE|UaUX2e(`p6nk#}m2J
zNfvaFL702Zb3_~nnG~_)n!z2M9}70`2>eLK`T`-Q;Z^<%Stb>3k-NRig&7hHrp|p`
zHFUL4drT!w%c&-kC1x8xYjaHGVK)(sLFO<_8rZW*@R?``crgjwh4!gp%A+8Y5zFLo
z7bJ?K`)p1K;K=E!qV*WQ9L-BYi7BiHAsyt$xlqYOlru)ftSqY@U9?}tm;Hv==umJK
z+G~4?vIAQZDc~1-H8F@k?Ex$MJW<kKTCD1!x#QSJ-5}WuvG1bkKV#~H!T;}4=l)?V
zo}RtAcTx3vWkKw~DM~e_&PpN8jl=1eHbMg7hF`_|kit9^Ci^IN=8s67Ee@>{lZ^vq
zA>6>?HWgxxg`wRS)#bfAHhih-MV9^_qt6qeqB3z`=;u{{+1gj*cPSBh^-2Y9IbM=s
zZ!vuyX2j;S#0D09D15%l<HLQ~)LF3glW}Q<Yfm(3?IZ(<I{T5EmuJ{5cjMB$+}lVd
z4LhDI&@?HV)QGcWd(ihwRS!2{MF$b!Ij2sHXP1oDGIVjrfWw#0tD00jih<|w_e~th
zcPiZzhf%Pn%S0x9Z$bMgr?K#T!<B!Q!E-aHvr@}sfwnxWNjcZDX@(8?Mf{aJ&D?8-
zK1=$mA8#vVL}R*U@Zmw#htu@}rZGc7icNe74*QFoR@#g25f{wlj%}^7v<cu@dbq!|
zdN>k~uNyIyh`=O5^W^C@@)Y_!R=$ydpD&SB=HLc5Yw^z3uG*THS71I6hoKtYWEFl-
z{oZ1OdZdgv6lvLmEbyl%)dSN5@0D_aUg4l$Y)R-7{M%ng)@8W5-z;o>w^gFg)7jW{
z$OraKX1lQYwRF2`6`>-8Y$X%Y){Qdj97S%tH}!w8Ixxm(AiyHfbWs`iaUx8Ayt8Xo
zpPYWT>l!xsLXiZV3KFCs`~KdNOX^FDJ%tct^JrOrl?;(cN5r(TIFwfxqh;XV%y2+f
z5}BeQQG=FGaTKOiudu}^Mr+AIb`tuX3PQ%}WU$?8ouRwZ>4>4(+)}R3LfK=E&CwVx
z_r<Ph%OFb9{MsLaBv=`ErirEzFug!^sJ#R(%TBHN3AikS91o=C(v(j$1F#t>K&l`G
ztEbr{QlH7P#7a@rAuY_5nxf`5Seh4y^-e4x42?#eTN!J2KkAHE4sg5X=J?VmM^q|K
z8qV!l=!<8$%p^4%h$Zz6?*ZXj^U80!BXWAf8^U!7Cg9PrR-RQF6FjhbeP>>|-@LTe
zXJsdeIe&O$#;tK?XFO~=V?QmD{%i1q9#%G<Xv}rV@*Mf-78Os;#@VUSYzZ#Epy;y_
zHG0XCU2^{!xUKa1{hPneN|Gq)RCy{|Ln4wxJ&kfrByLM-bu1#Ahx|%S=e7B$o1<!g
zePi3c*5or+2Dp*<-=Dkb4J;sA^p_F4lu1`(VCq^&NfFJkR`mW;pHpRlLLSPMO_hMC
z%+Mk=<P4IG(-<7jKq3St_KE`?OOkMU9e*rQB{7(@;AnXFgk?`Q<^!)Z^jwoS{PTT5
z?G`U$u%CI&LRu%Dy`o#kxM6+7<SSnt?g~E`9oWXjoCxYZf1NL~a|41NJOa^p_hq2t
z*hLD0agC$Br(_bfS4ZA06IvL>Nf@a3Q$AztU<MeBT89s_5x~BWh*svaYYf;v$e(#b
z`sd-F7&rEGv{|0d)jv?sP{$LkUj6(9A_2S_ZtxPc(u-7DK)m7h*U4#Hl-WOq``GTQ
zxIYc*e6=Y0rS;mjr9Dr@&f?rn;CJ2i2@zpw^z3<9d1Xp?l{;CDoHK2kX0Zrj_m~z-
zm@aq<EZoI*c}TRYIIJdZgIm0T%F&nNByDWXmjs<<U5ifQ@*1=pBls$7<u8ONUn+B8
zw+p`G>V51wN&i*Z?*i0_;fG@xrBa39LGj<iq2m8i+xPBp(9sCPGJ1M41BkbFefzFW
z1<Zb;6>NvP2&MU(j2P@w)Ytm(KH16EEg2}F<}P(Mt1?qbfk$K7yDzkAz6C-juynhL
zyb4}u2UH9cn=rnSDiE2<dHc;8l2@@UQ)&&Ny&Niov~+ZNOwbf!vjXFwjVXC}l2tK5
zP^9_bZy@%fZM(MW7`X~}p{wCEiETg1CCD+rO~{y;n6{)u*>sa*<*M&WDZpCY(HmT=
z^dHDHfdwH@j=o1uo8N7-v^r*b^OL18Wqwx3+tq9#yHbC?_D>!(S<elYiLHQmak@B?
z$AiQmBdDV27ld{iFDV^QHL-da!xZuEUVbP4eeld5UdAAC8IBY26dl$8PQz0&v2eva
z9be8`@=Wwr{S9Jwaf!t`=FOltt?K1AIoQzU)&3#Jmmms~t+Zz+iJFnprgoe;4p8GK
z^4fLcI3$@=H4_mkvGgOCQjN{2Czbjp^LdqAuh9UWy_U$SFz6!VJ!mAq3rb75-q#`k
zLm6s#Q_zR5xlnWN8WJ`4-8TLR98hTqx1q~cE6g|PFN=;!K|tK=q(8`rpc<N0qFA$K
zVRwIJ%n?PrL`2B2y97&|9jq)k)K)*Qpv%L=u<8B?bCjW6|4^Qyq@!emXhpGc338PH
z%^HMTcAk_nze-R2Q|qO(-kEw;NfZ3O>uc(bzZLz8{WmlUvF((`00}?4(CUP$wbOzC
zH*axP#61pCaYbx_MpX{FOtbggRZ{{-VMnfWxpH3yJa~98R5M6Smgyah8s!oS9Ma<u
zHOFh{|HpO(F@G?aus(YwhuJ0rd}eK$rOCJB$zEVz*C}~0#%J4`uoTPZM6f{|S*~bO
zq(&cR4emg_pjz=qGF{~3kh`ngIL<n`n&t{iqDl9t*t23~*P#S*?(Of_?f8nxXZW@v
zg4*NU3rQUV@{RfQ3f9)VDjF-JOWw@&wvbMjMK966c{Eg#%(o_NLN>|7DV!P_t3MT?
z)=G^H&lq&t{FcgMpaX}MroVYzP55Pk9=@FGo&1Brt>K#Xu0TY*Hcp5_*{Y`oyqsCb
zY9x(yrJpKf3Ql40dqF$#>6aOD*uy)wY$;_RCv<%bhsHrt<tZZoR6%E<NgNY^;5G)B
zn4rN|0Pp~B03AU51RZD$fU!$Jdf&qUsPw>9K{7R`fQpd@oJPY8s`6K))M#!h1W9r+
zu5zYv-<-sMiDnW$Q_c8clu0=4kH9<Xtnr<9cn*II-N3>M?3sI$GE$>1cGA3Eyum_*
z|5`puCdtNUGo~gdo>OuEIdkCq*8AjYvO$DGjt=7L>*?|{G@tt-cm9LTW^^7X`f^QZ
zIy}BTO`d4Tp-=k>)(Dz&OA^g4z>;tBbJK>&f4FUF%!f?9Whg%0RBa}xl!~P`D?x^9
z0jsJRVON0KQW34iSv~x83#J%jJ=^ZP`cxw~JLue0_~0#%C3F7MT-;Y(v~@V8RW>4L
zp=mD#L(2n}Paxbx*Lm<v_iSSOqgx&b6%7rWUJK{CQstwhZQ@#9WDn6RchzBIQ|k07
z(@JEj(SNqO`!`yUp?JM!!AG6Jz<cvIIQlt$;Eo^$*Za;GXL0S8mMrYL0)6)<scQmA
zeqeb0)z#5J^I{-jj$Arm`!&DlGcPR8k(qRwu^NIVbD{Quu?aUPHO)l&-ZNG;`S;s^
zG)ZuuIHA>Z`b#RpB=qj96)ap7v-uAp%bQuUiAxBIHNx9ee`<+RJXATQu8rq%r8#Q)
zU8@2d&BkPrubkVu9%9jCgySgClqjRZ1BFrs=Y=cfm~%B$|IDqA-%<D+aUTvNYRL2|
zVav<vEQJ0TeLQl-{78&&PeyY{38U5hh`2#KZnzoLQZ|o)X=8$iw=G(XIAvt4KmLZN
zfmXl4#E8YQQkP#0i2@u})0``mN#1~1I}}?Frr-JxvG+Zq@&==liq}=&>jkX6+H(ab
zwQ4)WoBx6OCKxH<){3hAaZ2)CVlEE6)aT67G9EjZ8sskf^i{u<7d3C@?khvL)nO2Q
zWXCg(kw;X$MBi0=&CDBQzJOd?XAivB>95Av-}el3Sfwe_Tdf_nT*tDhO`|iGo6kZB
ztpP3-MC|sdgrU^OHv0<joP1y#k8Rpq#J<KrNh)3onrMDuK32=J{;I9W@_K^GLK6MY
zBcfYZu|FrXFsG|XcpBKb#bvYu66;TQ2EhRD3XnIjjK2$=E%>$D4hka)_r@CD0M-_D
zXvXE?6Ibf7sA`~;zUZS<1NgTA(2^k>wr#mxAjk@oh+!cNCCD@BJT__5$Et9@2z)Ki
z7kfm)6%|G79ygxiUqfa!d<N;`aeaLR)6(H;jlxq!igJh5b%XEY`q^zHVKnnQy!f+c
zR)$T@6MOeu3(1b;f2Vc122naow^j3F_h>!tQ_SE=vCr4!cniXJlCQn(B3uZMi2kN~
z!@~sZV1|J=i7dSNz2wDaPKx#0aX_3A>~>4KRjP!KO8ET{T|k~w!@8EL9&oNw2%bpr
z!pC(mUITU6W`mdkFabin2Y(G^P6xI(3MOr?epZSQx;X>b{K<kJ`rKlRP#5w^PK3aK
zLq1BxBMHK)`5~9);03g*Pgo`U#G6)!>iV~H8aYok6>HQLYQKW)^t)ZO^dx<l%hlz8
zKm?N9z5e>Sj{_T>3cP>^*Ks~&-1qY6T?D)L3%eUx!SfX?Ie~*u6cG#km48O3M6BaD
z3Zr7@cE#JOe_-WY3|;1<Vx;m&-PwF(2Q2$!f80&SSdaFi_o{6gmh$@}k!QJb>2`pz
z<`BB9or^n*AV8%iq0cMyRb~9Ymv6r5Dv82`PRb*N+nhnI(;iPLSC&e;^9Zi7Tj>ty
zVxLyWHEjBJ_q=c2ofhZ1NY1+?5<}!qM*LtumLvRXX3|OTIj%)+C^qy0RuR&6&Ab;}
z6o`7qLA`%6Zl2sfrA$Y{?fRa(zM-H=R~nuwCd^lGM`)eGly!;Y9hWo+b<J)Kp4|?d
zB(}aJy(b%qy<hu@7v)%Qr|QKivhC;dWm|{AS~MW%WdzEpfXwbyJ@#3;Ch_}MV*_op
z+AJ?DVPxB6W%p%&QRD_gSL%5>29V=@mG_*5_}M?nK(n_eJUa7k+A6u+u0*fl-E{=x
zW^H+z{LqO{*EDK<`0J~KbmSQHLGXa~H;~Hs8O;q&8z6fN2zVT>bg$y!#gK0S^V|f*
zicio`TZ$2WIQg>jVE#CVhb<vd>KA;nVN#w05RXgva-35OgvMN|xi9L0NK)+vTO-YI
z<mGJhMRSUEU9fYkD;r#x2v^g#we)E-C&f|hD=O;n8is~IWkj2w7&XuBeAmYMNpTI8
z8y1v8Ri`bNfXi+B>>5)LwL#_lsjf{0;ZI#oxAoj4W4{2Uj?FlVmF^?S1&I{RD!cn~
zPI}TSF=-yKUkO@H_#bru4IG@VKDz}#5ME2+iuwkf2h_zjVUs?%WSAS6^bID^cFP$<
z;|8c~*dR?Q@A%WnK7j15mbtL757VXL{J<778F!)pA{pm+qd|OIyLJ<;qiAjSd&|1v
zK>X=__?aRDQtRb&Ui`(MK`g;3ap&n^f)b+@fzamTY?grXpHaQ{SvO^IydwoKXlvi8
z-7eua(-I6%H10Y&z@Wmn#WtRyTBc4@qTXEGCW6TvB+&zj0z716*pzB~#aIHpf3AI_
z%-lOl5Pr1f$iF>zAb#Jw+}x%8ac2)vfOoC{2HmqQ`?mWE!&okZgM26SQjOD<<ts`1
zOPNv80bt7YteI8MH`XOMy;3-YcvXYN%#oi6{Ebty@*#$4^Nebr0UQy@7(^dyLb`c~
z!}O>KR&Ki}Le0s}4t+*qnuzY#n$Ub@v;tHB^(*_h-8)~-wZ6Vq1$`AwLbRNB`Jk-k
zkKk{E>}jdt^hovA2q{{i4(eVy@2?!-Pr@Vq#j1Zh1gibk$f)ry=RR@U(P?Kh<f=pV
zWQtMzw(Hau(OXyNu}^O}SLH(N%Euk7IZP^xE;iSp3CbiMa*3qL1nhfFez49Os(@@z
zKV-isu1A*PcFgwu>}%|<YMrX%ubB=Z0;q@eh?bgTw#a(1_Bc8HF@|6C`D6QFH4Zc%
z?!VPq!c3|_dUiP+9gBc)4!Wur^rb}6zw{41Pzq8*1G`xnB?g}Hz)7A$-f%g}a+9xV
zkPq6&nYaf{jObFai0(=Ra5w^ysEMg)tXzJ;K<W!Ck2EGq%0N#@6jePvFFMpGK{=p-
znM<iv&FwY@7H7=1LMF!jMT;&iw@DlKJC?m_z(U~`nuqx$SRRNC=SoKG<O`Ca9Itn{
zO$)NL@se3D?QHOW#~++qer|fJvpPSK7H6eTF%&;iP%-_2tE(6MB=YmRLJ=ZCQFvhT
zLQ`-YK~z^B<1PuJVk#gz^0<8bs6X>yRUY4mhCwrey-M%1*BC_g*GD6g!QRwV&{Cme
znI*0rgBJQk3Bate=Lj3v;$IvLI&Ca!9=JXYcDAD1Q*y095glFS<+GM@h@aa96*lxE
zU!vbj5JRs^KiJXYvZ=#E7?Oz5HT8php4icu0T5cWNA4CxxhkcTpDo#qc`AH|N9lg<
zWA9f2TUyBO@)GG}6;YTGSIP>Hh8jC!$qnFf@=T%NydX^wcIlo4)P*S{Hnyq8qyCpu
zT1Ih@7^Axlk2=S~vG!=ewq!MwYFt1*>Og`Tjc8%N*^|~=c<U--oW3?5H`|U&1`&R1
zhOONt5^`mM$?^#a*AE0lbm?E55UnNPiFBh@?($b<5WMb^X8iV8hCa^XO2J$4(5S6L
zVdFse#OZZnMCDfU#A6Q%YVzAtGHtcj1sTH>^=KY`8?32OkZ9^JTGpAYi~I!TUsp(s
z%g_r*miahV=E(4k0_Z!uXl0#$%Y7e>u8IDafGZvC)|d_$CS7p}Jg7pv-fhK98rNL~
zt3815=S)D|8bXug2O>y6x5+{{WM55;oG8kc3u_>zPSE$zBwyXLzmGisyPe}|<l{HC
zV&(wyeO8;*FIdXIi+s!n9_p1&fuD9+2-GG$)^)%p&VZpA(rOgYULQgk#I61&pzL!O
zcm}of@{6#Qfuni^l~3VItvMhAQUmeM{|wLLIST@z@Q}95`etEGuZj`5BlGh*E|dE6
z&1kr)SK!w9<ks(62QG_Hrtd9@rJJ8%B)4Zs_3*xkQQb4&=<^3j&J;)1&tFkaBHHgJ
zImjlyMBt@Wq}9k~IfI@%$md52^SMS_x>q)cV#XZFP6ptiIEFidbp(0$J<SUOb<|nm
z?jaY2m;zFYle(AQ96TYrN<yi-&b{9*WVRm?o@%~!>Mc<oX>aPG9*k6hKfrNJc^R6I
z@S8iU8(&ot2tBI&)4|h(xztBnSEB9!S~Q9q4tr=-)y=Z)vA)kbX;ftHy#v~%XsdvY
z&3FRFJ~G#Ph<?{>FbR)7Cr{F0eXelIse$Z`I8{PDun~RY>-l;c_2R)}^y?=?a^<3I
zRi2e@FXgaMPDJ4q+%;*(K~#8U5&HZ_ARRlNbQm73JLf_rY`4`F(`U-NoyB5DZD5{t
zoDL~WVpP?iw}uP8V4UswM<d0@p;=aa;<w9IhnoT6W+z53QQePsx7hv(;je`C`IuX#
zN+`R$#dvl%w$0;&fOH{mK`@l#V-g3{{uXKi#8nlg%P;$#o0OVQ3(#u!+fdc|4uQ_z
zAfWrRK*-^fV?205AY11*&r!A5ZGtw>MrBPo-c7+lfKwqopWLQ0BRMxInt@s5&0Qs$
z7Yoi0?;BM?rt%oD4}BdPUh{V*IOg+X63#lRq3K)b`<d9K1VwXE7BK+!1EdSp3G-G=
zRnr?t-yX?us_3mQn|jP9CNyQZ{uBr=cDcmNBR`rEhP|3{iq&`#;6%vsQ91;}IxSWw
zdP+K9akGbia~DNrCKO9iRUzK|UgP=b5)-Jwdt8=24IRY5<M~(8Ap^Ty#yBhx5?mwb
z=y*XGpA(HPsjz}(<ML3)%@b$@iVzwKN_Vo}#7HwI8E!x)7gNd<DTv?a2+|8ewJ44d
z*}boP!%xzeYieCL>2`1U3}|pqv@7foT)YQv9eie8j?_dxqWVwaLc<;s=0<C+h2%Z^
zgHxDSMtAlCj*b7@=H1Y6#Fd~vOlWoZj88UzSn4d`I+v4`#%hwkyraME@UmX@1C(GI
z$rEWu$wjyhkLuRP)98twr2!^*wXKcjjP|0s3x8j2S#pQlp-25yN&RjC3ZYx`Ueo1a
z_$B?rW5B!H10rKu27?aq(dVC_qLpz;36GsPp3RX#=OBW^#4#uI_S&R#MC_$xX7{G@
zTwb4{a_edN$T5|4ta8^y_%ST;bIlc{gH&MeT#@M5x7tu!(mqz%wH{?v5pKtFg2h7%
zNwYtw22jr>CqQcGIZsK{jemiMyr?!fAbjx9|1Rx$IGT47WDYW8nB05T_O4n&;(?lv
zlrOWl3tCDD0JOv@jhLSOLL=b$RR1dpN2zc@$6ubMlqcWrzcF%DMLfs>7>js`Vg7;x
z$Wb!E7S`ORv5H`VOJZfBSx%<|Ihm)6|6Ie`7LIA-bp6A*OPM44y}2Fs<{!vScBZ}B
z?@gFxMJc_BuVH}OLDV_^7To3z(pgypq~vSZ-3nJLayIbq=pyrbXXiq5-pqv0l@(cj
zY%qYoKTX*s|M27D{@i44c103H?m(aNYqjBe1-ty-HAOSak^E_i>~iewY~}GNoPVzH
zc(f}ICZc^>Hu5ht>%F}C`8WHIn!s4iG$s=|<GR8}Nk1df%lzbvYI-{UP#@w^K1)!!
zJiv_K>?33^fTv!^7M)8x2#=8OQZJ-Dg&p*<E{|xa3B^%FUM~0Q+<k`=%6X1`d(6&T
z2Yc-?Oyus`SjQ3Jy#`!)>JvSIrpynM1n*7v>Yu1}3j2a;>jm*`z{vy4OB)mlEIq2E
z^v4X=H;)ZYvn!#3Sp1{>6f*&GtZO>ryB-X+hV$KuYep%rl~(6BJRRvJ>rw2?vFQ=g
zz8Kx~nWm1OKbFpC0QfaS7&H=!Z>0@(k@RorI=C%o6Z?*GGSJmPu_iRfB8TZ4Znm=B
z<6%EgH~W<*MYV3!N?kL+%`?C|pY{lU^0@alvE6%7Q=>0u!osno7ZP)hj|fY`w9lx1
zY@gyVJ4hNIH&Vc=j9rdYKC$E)NlGy(qmOL<A@w(|0-4qqoX4Av@fC%&eF4zO==1x{
z9~eDEb)){?iYWE5i}wJ;Gt~a%<|D~Kqe_-FuKiTX%SbI`OPuZiR{uz`o$sLZi?K0;
z+co;r8czt>K0c0(vWj0qmwU*3&Q#S+Jgee;_$kY&oHoC?<~kQl_KM^kare6-!qD#Q
zs_E~1+92-Ky|b=2wEY%I*#9cU!aT>flJU&WNU6N`UOPKFV<?A>STCra2q~^ropXW0
z^0PZ1A0LvO=?n_)5{6zsuVH1vxm1u0ZI;@kaF>=~b`v?jUwTt=os2B+ZI<(zTu!Vx
zVChJj%o-4zyaYwHDS<Fq-Rn?*#JD%BAT=1GB@J|cCzO)KaFpu`BE1sH?ai7l-}NZm
zSCTqo*cNSLxnCmyoccqrjrV7PEu?or(<*6o!Jl%1q{yxYgEGF9Vw#$sObh?FZK)1>
zd6uSf@!JJazp&O(e^u`dF2V2H-A;^0ou{^NEPa_wH1XAjb%#cAN;CMe6j?zfrhYR^
z7x$PKP9+zD*7~}tPbk6iqN?<&mzE0|B=EzW?=XEu@F4K@<Ga%=EhaPc5>%26*mYj)
zGMBBUilOE|Ra(8JKbCAbqBlntNTcF;@;XkT1ynzO89Cet4Ij*)mNn`WKGX&okO_<C
zWzDaogH`U+lNz}{T(+)kn$DQMXfSBWzKQlDyLuycPASiYT%~H%pPdWWpF|Hxaum&Q
zf&+_vU99CxkA(E$E83UtYy;Qp?}Cu>A;pp4dI9if)w-;d5Ss=<rr*poKUM}Ym1^N;
zpTE#(lSF(k29S+3EE~BLEXs!0-ye$1EzTe=?bJVP`x)wXg<PsaR-|Cqr>J+v{bN|>
zL6?WQ%io}yxc2!TJ2%A<g`;eW4j?wr{*7Dn^XS|p04)6ucKW4}Y{tvAZhjl>ia8(m
z>*)&0n6pSuf~L+m{+U+y@bh$L)PY)3H4vbe$W3HF{gsl{U(9=2?d-H%H!Mh{yGCXs
z`98FZAPq%y1IrOVY42K{Xg>x-)x%X`TR0Okj_ImhJj7zz<ML?1<%b&CecH&LZ7Z`S
zmOh@X)H;v8i#Brzec>`b(ru_|5j<YDntldc%>R0sIt`oREmbj%CDL9JD$gHy)bRQ4
zC>c%vxp^s@Df=du0z;Xydd1Nwu0lgg<)=JZ9^0vaFW7CHYbL#{2St=eO0!jL+~T8D
zjv_w{W9R#*!w^{lbw{QOEDMgc;;o)(U=iY$`9FX3^=$>GE*mHuX8NM_5d2@qhk{*)
z*y^Op1G()*gaJc>3fWN-x|=heSMa_8ox!qf7hmo2WKW|5P0~P%cxc`NiW6Sbp5_N9
zRDYcYv_+0mH(s!^zgrb&=#`wB6!2WO*O3N68^If&KYWvlM>=lg!UCoL_wPB^t}T@A
z?}fCd6mva-U&7JpIOVh3bL#00*_2AHDd3>=|GHa2hF<f_Fq?a?PM+{dzw$$?wUz*&
zd;5FXTvQ#JO$`6x?}L0X{zr3jQ!7f&4WyJlzQ}VLLvnc906J!<db~>S{<sA~!<Dm%
z*6RfISW*1_N6^=d8;%%icuV8u-(%?Z5M(daR1J7K(I-`EoX?7&S3=tTd;$%9Nd~cd
zSSw#diH&(id87I(|8}OO(En|QIt>NC)wkt=Dg`4y<xiihZ=RaW`6zAY05g@<A!Pw*
z>l28IsA9&86nMRD!?emAJ1``pv*O<-2)GlRC-S+H_44!V_n%4(5$WN~rEnbid+vf7
z40@*twi(G0FeB(^*#?V*5B&ZH1%9Ii<DKSkoU?4|(_rASMx}C>1E|L>Y?RQP6Gj!V
zUiJIFd4HHsmLJv0&3W+jf{}s{?DY8jGjaMB5ZI56ZeRHy+jpS+!4{TXkSBSzOrNs2
zp4|caqcWxXi<SESwmYKi%>(5}D--7umzoi;Hv<@Fb#-!~N(qFMhV_|Jn>_m`%-A)8
zarB(OYDe>Y4f8ep1@4*e`L9VsehnVrKPO26&vNQj{M4nJo?XbSpka!PQ;_1QwVpU!
z8}ERUZwk})RX}?$#jpiw-0z5R0u#h*s^!l_LI9uR2@MP1;0KhaKjyHPhZ_m{z7<X6
z8%p&{U)&z1^t&@`3WT;!tQ*lunj3nxun?inW8hK#MF+A}ss&Z<g3sSqB&|`i+%M&b
zHXQ4Xc6Vw&ShHlC_u^~=gk}|6eHUTgS@O*JfY)p8F%-Y>=QLiM%JU`s?0?L-3LK(+
zg~S|X((gT6fXwu0--Hd-szH!JJ6m<lTr+}<k)iev_a^;^lAhmwhgaKd{&+!-fUwr{
z=WTu<oC7q<XXOQtoc_MX?97~XBH;5uSiIf9Zl>dHBatEn>9X=)jO{;BV`iFKDVix?
z&)5Ml^lDv$xTa$P!<6&p7+`4#dXAg6gN)}CIDYBzDA(Hp#{(-1@hnHb$;<oZomygp
zfR-YC$F)1u{`k(VHFxXzCpF#J#*p0#j|8$kUjH|Bv2m_l*QVLXi0S9nrh|>)$NB{D
z0>=Nkci4taq7A4kQ<0XX=ry=*^Jv|B&kx$uwB+_oLKo~E)<mOsiuM-xF>4ExD~dyI
zeQPJ?y)Jj)4b5<91!#K+fNJM0s9An>EpC=)Y*{3i7lo~gd^{#chTy>6w^7PIBF3JH
zY!7vzBtvmcbY4&X>0X;kMgaUM?$%nY!gr1BE&$+mG7A)i^DM}ZL<;cpoqS2mShBn@
zygWNIX9sGsWNp8lPIWn{48|V$lGwc;532rzwKtU@bN(FNNJ#5~Bo=;~JY^!3Le1It
z=5A;k?=2BC1<#Eb7-r0qOX4K^YoowkE%j5-3!D`_4Ic=uaUeg*2**qK<C^_Ul;+Qg
zn&Wh8iwhKP5oB5DEaJ%q#s5Nq2FDKxW8qnAvxryy#QYjNf?{(p=`k@H<t=+nG($cI
zswIE@m>W}5O=(wdleomA1|A)0?F6L)8EwiC;Rn<Z@USzSDL##mCp`P$lCJtRln#wZ
zliVmLU^PWOV)5g(Ps6%tlcxQ=)8Mj%&s(o9FM#?pVKUWI{4CVbHG7g5{ctk`rAZ57
zlpSwhptoYvXZR(;qvrV<#{a#EO_H!RzQFB7r~Yh69^l>>kC2`B6n>E>UG%w)x~eaL
z)0D0Ia6XW0V(zIRI%(kCB0Ah!j#vgZF?N3YHE7rra{Opz{9v-58ajmq3zH2k(&RU(
z6-g8oDq&7fDV2&Ng?<TXdrOgiKgkA8mYnf^HG6VuGEjeLR>O2P&j=Ad7UsXrF`1qx
z54CN(L(5nF157Citl^Y<caoPjjg2gYQ;8QMB`Nn}QT2=JwWBl{S#)ez8qP-_C!A{?
z>|OmRg2pjq%C>{#!cs)2-;yPqERVr~_GTnsC8LcNj(Ss;Ect+14y=Zk)&2RZdlP;u
z?CSVh$JuR*lN(#UuFp}qvf_(YcaIXF*LkXODUnqU5INDuq}fM(hgYh0nqS}8PXH+%
z*ETDMqYt}S&FPnv^`O%4a~#}T>RC`A25`0=px}QSdu4Mv>kOZOio>FPwGu0*f{m|n
z4dzsX0g*3P4sKRJBjyI^<yZqsDc=>Ub5Gz1Y^iIXg&^p!J+xPI&n$?fgmWj|gyLtg
z|5B?G8T@tE-f7U<1-S%eO?TG?ywL(lWQ6g{3#NP&k*vmn-*K$oa)&?bG^3yT3~1Ia
zsRv*kHu*8^I(s%kzC2J>;Q@tN!wu{7r5e5?Ev>ZW?jN8&<@(h<vi>JDfIH~TD^h5Z
zk<{{!8bU9VQ~|7K@h&(u^q;Rj{BX0R5RQ3^%^bcpOius#TGezk4#hL<t}5`2aM$Hx
zw3pc6awj|TZHRoeR>N6v0nYUTlF)ndKc@hAH34!eUZ5mUfbulo`(h(^Z6Mtnz~N8K
zrs7&b!%0erb1;xA@l37JswFUmYbIL(Ac7GEvsyp*i_<d?Vvqe++QRC3IJ4^e_s4#C
ziSR7EUgs#4&qR}lv<gu_Oz>MD{bz~kMjjItnX-pMC7YvN-trCWopxtou@;l`RjlCE
z`MD&lOG6=sbK%f>2f=h*7){){g7qnX@Ka}#mGPw26U74M@5=@KCi{wE$$YIZ2WV^N
z<D{%1pjd}CjSGAxpchkYt_*m)Z%*I}j@n+1#6?07kAOrs;qED1uSoK?2Gk5daa!mK
zJp0-2H9_2K_FhJZ9=crRxZ;UrbaXg5V5_gLFYY6}kNyRKCpup^z{Qo3&!|{jA3HKt
zk1B%cR1P&ykw$L-H-JLs2LAQG24X{j`jIIBQbUie=49ZUn!aMZACq@{-tsW0yW8)@
zxpUhZl6;l4A`xF!B!rg+)765g+`?+bZI9&x7_&?{1?T$;q83oUpyHAl&0sdmRO0{8
zc+>o#g#0K)4t5+bGca>ibV6h06dcTGV&AP@iphfTYJFh^ouw+%b8U%!li|u=0n)zA
zQdgAl3I>n)Cin#Gy-J$?1b@4ANuS>x7`cq(L!Zjl{voGmf6IEiSRm<77%Tn=SL?$N
z7_sEGzJ#iC);5QCxEMqtdw{K~$#y6Joi%I$NDHQ5^SHVN+Q{wK=Q@C0|M8Tk`MmEd
zf+m&;oJP$h%UGxZvOJpZt2%eB9yuWZX+HisHM4cv1Q>>@x&2<RRNo@*<+gdROBAY*
zL5mZrKLO^IUZMOR4RXB@e5ofWL_8-TJbfz;iwk1-)-NYJktBn0BZ9<TMu&0Mz_EMQ
z%xj0M>th+@-yqM;(_24`pn|1g0VlZKgsvB)kO*yWyH7oRwM8t2`Sexq&V_P?W{*?H
zb`L(Tlr>|YNkkuzIzlzL0^oK!!U~X=(R1`Ye230vEdtwmMafW%;sU506v~g*Vzc4=
z4|bM-B%$u#U|2^GOCn_@ITh9rTj0Yt7p66?^#u<ufvy+8^PR`u#cd=(fegVdXgsV>
z8OQ@vDA5<yb!)S5*06g?8%jJTfUl!nCjp$(9gA{$g7Eb<aq9gd(wYQCyQvn4X%zPH
zcII#-@7|dB0}3luU~~Vn4x?TB6}>Z!&4L`=)AlMVB&2ukF?#uZiL{G*7Ay5m+(dR+
zc<5qOKYwD{2iq7mOU3`^;$tVAZnV?fjx%>W2_4xB`;M<IN??_%?WO|>E%;GBNdh2N
zR>K?SrZfFN_ZZ-VPv-y%DTRY&KX>xIhRAVLL9<NX0q6^H6f^_HbAx@bStM#VE<8$4
z0*}8s#sw67MCV(<2wqzZs_evoOKBxiBa{l>oGrsCF){TkG17|F7n(n87dHz_Z$eZX
ze2Z`!*Tvp3>u*NDLTs0UX_^42XEcst32#~R+Og0HJwVmoe=x`T>iT$uVmWZ9;PI0P
znJUnzo$E?U-sd{it9=4T_+(>85wYRYH&4^p(L<b8*Kux2%R2}ZET2=}pnI;1vUnYY
z9=xj?e#_98%*DWd2|65Q+~Mj74xDCO=qjw#iE*mh=U`D0VVBh@@Wz8?^B0UlA9BQ(
z0zTYDbjR4c3C=8XWu62Me_p+!p>b?8QcG4t@orKMbr){nQ`Dk7sY}8Cyj6Vs4I+)_
zy19M&q1vLA*X4q)q)2Wo81<c>U9I|WRL=-N{m`9ty1=snP>H2|NBC@Q!fAxq{wTk0
zzaWp95=15aHQ5gio#CRNyIii>imGwxtTFT{^w+jMf7?I=!X>)K8VHG#JbJ7wl@3Qy
zYu@soe}1Q%u(J}nn~(A>gfR4#kQ0XP`tQ$lN^c%Q0=F}K9(r#A0jwU?ro;G}h5)Ub
zL>m@v;QtJVLkAVKv&7<?EBpCT{iuoC<=DYFzr8-C2?Utr>U6HlSfO@6psuE^G~+?T
z+N;P9Lz!Yr@x(}}FZ#flz5$^9B^;peC$?!ihv_vc!pAcN>KZ(84GamTdYV*K+R--y
z!I}hUz&oa^gOXMNYeF(J6Iz+SAUFBQYL$6*th8e34n4Gwus+ez4VtphMHVnz)a7di
zzb}xdVR4z{me&(uY8CnL`RnlP#s(Z2^al?~Gxtb$vVB2|kSx<B?Ojtq=Ua(s?DzL!
zfV?Cc1c0tPnwAR+7Nm!-5{%^l(i8KOpgmPhjJ_vsR>P(-t}?=}gvM#O2q_y5tO&tS
z1}p>S&3hu7K&nkC?aZOFFzGwfJ~=~cqLT3@Ed^tHFxTGFXg1ibQoYCSQMscCQ6oI{
zv5k(1Bp)-pv9Db(klWtBD&qHf*r;tm|C~AKEOT&6GGG)jd!ia;DL3|Ck%uqr>O8~K
z%Ts#Csd9j-@%)F-tlC&6y>-z^*;`4XJ>`%<Dcmq!_)O5AcX)@hA4X)#^+H1F*-Da)
zM}GTtV4y(mm)30-wBNgg7%V~u73v68wOy$=&j14`1{n-H!Z|LpBgi}f3;-Y2#af58
z0>v&SXp+$Q&gWo$P9N34{0QPcB{`#BFK!!E8D04FATKZ!Fo=cjH~3Y@@_C_lj^QX7
z=E-QO7|Wlay)UxhKs1;wh(q&&EB-i30dGY7595wlH_7r5NCz;~eq*deBQz3MZ-2W(
zAW0aA6jW2Mh95qoq%x{YPGcGcyt3PCa77u61;`f%bvew2vuNp`j?fntiNt^K|MpvN
z7hZe2LO*R7wQ^t0H)+^LnI}aRwtR!(386>)Qj?iZf0?Om=7;*om+TL}%`?5BT+sAo
zp)abXnDyQ)D3#Z*0R`JUOj<4Yj3v>4B%A<7^)l}lXg0Z@YQKBTY<c7Fe68vI%gF3x
zwEGp4xn#rGyMP9q{L%Cs^#GMkzaesMWMT!#<XW1i=x7|l<<o#V#WmM_Qey9+VC_C-
z$w>=rbu+d*t7*(!4{M!`Y;3jaT%i;BLFE2zpw8~pz(!y*b*4~V`B(T@+JW8=1Z6cY
zqeWotvFe^x4AQgfFh@{tkeR7HP4qD$8iXrSReiQKPNTS5W${+XMqV=XL*xE*Jj`$o
z<7v)!qpATct2}y4IDJhjHc99CCI#PANpef(Qbj$G7m}YiZ8~jat>H^rv&Ydt2dWHg
z#~&GYjI`W#0?ge1sD(Y(>p^2{;iEwJoVtrJSjNJuVnM9>&P_^Sl@Dldsp*(r9B&L$
zXjoN`Rh?MX%;HEI<zPi>tvr_GMSIc<6ppY6civh|H6g=!q|K^=@IK*Av(>c<-X>Ke
zrR>w@Hhh}{Zmp=J9=xl)rf<8oq+xaZj|Q|oMB$|?&tOoDy|kZtni&gHo{g1$KDABs
zw<?*cc_wDHpNw6}wvdrbY_><-qv%nh*SWGqoa|O7)U#M5Vk|m%?{-<6S^KJGAmT^K
zqSLxsjY@SMG@POrkQ%Z0TPb5DNp^ZHF~(aIJXH<T6phd~>7P^T8gKmk44-6K>bYZ4
zAxR-D;wCD+2#uwYdm2aHD{u~%lvBXrSUET<ac-3UBVw)AuFXZydfV`Lh`y$fn$?jQ
z1y0?;W|N~<=B7D%vZ3S=fUSZY8VY@gT5;xQ8<JDdn4s-OXKXuaD=RytXOn#Ax{rjC
zvt4R@`!U~J0oI0I<GV`XZjy8}tXC5LCZZRLCjfzZ%S?2i>6ag68i^kFGb~vCuRCba
z$#4$62yp`(cmyi5s$j+KIPSctt(QjlS|3W*ai1d%f|{|b8t&t_xdTd$<gG3bRmJ*X
z^j0!g-0Y<ZCvULmyBi3ToKx%#5S*vCx^>1<N=V0U_}>Z$S}ZjeSjzT#rZ!pZkwXLG
z;k{GW6Vr&Qvo+Ubp|jjun~ac*ETQ$|ltOh*$|RGg_g;Jx;J#BJ1>m_+(kYlH8h(yf
z_7sX2G#U~}c_iv4ubM%6UrF`sG{U)o;zca3`y$lnTIl8goeu6nzi@5-6w2X={neYH
z{w+!aHdZK(2uszyf=_zkB7ZVfQqVGr&LY6Rwgy@f=Rmh=%ZWq!<qK@KSrIgh<XBhY
z*Yc^sQ+jsMWE_SExs|*H)9%21giuum_jm>7OMwX4J`p=y<Nye{5q@=Peof+Jn*FYT
zEVR@uV{sy!PiryuX{~l*57o&Ff;qv!oygx4;o(q*q_yZJZHa;F*0hAO0}iHqtdsqE
zcg;-StB9a{90g%}P{|`Z7S?*6A)bJ<OgB2yq7BHv$E<GzT*nlifVwiwB+uo{^!Yr7
zA&ht+<HxU|9ivSOTwiTc>M&J=9>cWiX_vajjr&dRDbA|BG`V{<ZK>HjOui<UO_DuL
z^b=ZLYAlne!<FK6UseTpj4Fe+0&k;6X1*-CZeGH+bFTc^K5U{DAfplV5D5t`7&bmm
z0i!b0&Qq_<9ZHvJf?ZQIKP>;@Bph`5QnN58HG(^Ct$Lw3%#eF?(otaiR0?K9gs05{
zK`$~V#~KZo4KNdBpC9xa$3uC>T58Ka+U>?3#w2v|{v!50BsJ;&04uEG#W0NCURn~)
zLo^D0^V4Dyyq5i+GUzAFj}&zEl;49h|8572C!7>92y}{ZZ^xAQ1WtSzQLqUw3F7!$
z3Nm>9nx~8EoE<80Tlga7o%wLCK!YDNJ-OTd9nd=aYPzzWnOpSeCuTp8%$bk7Ia|Vu
z^*CGRPnP%gMc~1>x#zRDRQ_osOf+)FyQ3Vf=Gyp$A0P#<`u+o(4rVDghSw=(SeC+B
z!O5moXKbBcT!7BhL*8$%Nm(THM83FSHI&=8^IfDqOnuxi$94X-T`Y?x48=ZqgIVN9
zG=tjE6y7v?C$)WHJ>({3y?n@uw;VE-EzCakF>=T@^vJnB*nNntoj;Xi5R=KhzoDMz
z3;TdoENE{koi{whUWuvL@g7bu^v$O^>Tw?sIC^)`Qus}Tt9d_wg*CPJBh$6ujXxGQ
z*-_ssN`n$~UPi@VN$^Qpi`nm7qA>kv(Y`20YgoR|Ll7#uAU^>i4>q2c3*xhM=mUN0
zCk!Uf=qKCO<xk$hjI@&BT5)>yZvZCx$`-Q2#jYdHl7BwgDcI3EZIqzZQ`=zo4ky-@
zQd*m7trD@K9<a${8G38doI&N?1NLKa4ZX)vEE#YBWnJ7qA5u$Zm1_YU1@vivPB#Iv
z*8`Y=IM<Bd4Nr^soNr9$r>tkz4jILeYdo)+H<}Xm9NV}cdJ_%?<MSVt%Ltwn$q95p
zwa4ujU1io|*~A&+uwtl29?gMCfq}+dpqUuas77$1OcL7!#ui(o{?pdTH2rg77gGnx
zSqqZsA)s5+Ag0t5(zE8sN$b{;HoF*43t>}r3oH{VOs<YuzQ>JT>P`|7cuN{8l;#qW
zUT^|Dy=}>~me=`eE5~`xBcxEqriRzxx*pnZfzh{GIO$-lwcqj#+B+d#;s>FaLoXj4
z6{y#Z9m%K2VZZTipl#hr-r^jdDFIZ#FoXwi7NY8l<s*v4-yU#8?b&@;ll?3k=j_fN
zY<*H_zw1`pdFJPVQ{hBZ!Ge`_;{=mJ+Ew9F2dlPP3&I7ay|gy3SS4Ul2F<;<l@k<u
z9^;y(X%H+(pk=vBRwS}o@Nw*Q0DXU$4<lpuU>$+#V-agtijTR<8E9`ljURN1iVpGE
zs6up$d{_jN)Ck6@X8k`wE6*Nx6e$v`lP7cwL{7Hva80y(@+Y0OqBiqK_IG*so7B`F
zVn4#OuO*#`e(?!R4E?N`Q{;URs`DIeV@vzA4u~jzO`xIs?a@PgQK+}cUcLUL5Qx*-
zfUYzQvK9p65?;66=s71)Jk?#n&^?dfjy?C{5?JbJAipoOnmq(p!xQ0Xb0o-DhWW5Y
zYj<w$HQ#zIc1!{>2?gYXucyp<Vc-PM;31|~VH#nZP$#gt>M!rKePYKX+v3@Dqj--}
z`z!JO7)7LjB0qH$+oL*#is4Vg3$UF6l(5J#6n#dWZ#(+r2zHquVlxrCRQsG|PkJmY
zl?25iBdKdkobdl?{UFWkx!V`f>>Vcb<(aMq;%EXNGH0Bt`--x06-n>X$W(R6VS}tm
zA$w1cnkqe>hn=(Hd7Ss^<eULIa;uxn3$90-YGm93OuhZ?gLp}M_c;M~_BaeQZl+~a
z`UbupKz>Kdj-GGuCc1fFnupctEG-5i921ORF}?)S_g)i*2_U5a<h+u(sxqphqN1Q9
zEDHwTXwR25WZwy41djX`J)Ha#09{ryZone62rOzmnf6%5ZmNQ^_kMjme}c_EkeA<J
zi-K+vC+qq|xM!IVtpeopT>>SEQ?mCkL@;JRtAQbPWRVYk^ts<teq`yJM8E5#0gu3H
zeySMuBnj_ss)R27H39vW83K!<0}#}yh0rv+SQu)fTh#bAuo4#!v&gP<`tT(ro-~lJ
zeW>Pr$7m;tl;q`e9F3p1CbFDqK&|0za*dx9xnH9ts{00%2ZS>BlO04!gIf^Dj^6FY
zmA}bw!gwsX461IunV<N*@D_iTeV2C*8ASak#lE51#O8Lsnh?~Xn-|(5O5uoo0V5W%
zA;%*8qo~ElFpPZ7>`f=tcXq{~6;^icvG!Sv7i8Mn)k9`9aD}cyd6c*NY~z$kLf%cu
z!GmR5Tt2O($gcyJ@<Uyo@-EyHq<j;#cp8`&(e!LSB+f-rO<74_SA@F0iXj9ovnwkC
z2*WCd*e;kp=tX^Fe3<jIhoSVvMpB6Q6NHXsKX_Y7cYsAq&*B8vFtOnU7RR?9Y_<pJ
zXN&fqGte51)hOTMD8=#d@u$mNST|4-;^6048hRz(Q@0cS$^eQ-&WH*4gbzH0b$z4G
z=gRaaqf|E&$-buNnv`K$%bz?F^FfNojRKeVFj&;M_RRn)IpI{mF12V#*f}|R?3fwq
zhgUuNs@)BSL*~35;WN}b1njIL`l;#6F&#g{LRTh|6P+7f4)kFy@}&foDl~fvo7S`+
z39acwo@5Aq_Tf>(RoGa3x)a1g1G>=puIj|6{fdm0ZkQkbxdD{pk5IT;vrGqRX&x&w
zOYPxwMN>4HG^?1LNsL!ALpT%+{$@n;Sp+zT*BM?ilIT}>HOx75@<$c8N<S=@6M5+2
zewGd0vFqOZ0g?`FFLn`OwS6JJy8ilZM#Fa1?Dc9X><aBhL1-pnfJWdo7}r+o6MYVQ
zpOj6;>H)qCoka9V7x_adxGL6|gb63&Fp0%7YWP}FTAx&+>=FXvVP>`8nQ1_SHPqm1
z9!fl=(T_B`cR*})tcdCR<O7;_$<M+)z9;g~{pA}j8kiD4@qqz}5SxfNHG&7%@Xqn(
zs28R}@UPyd`sb@*FT35z!!oxtXh5-?q?GJ+Kb#O)aSO7G_@ecfN+UTkqP2i@8hQ=p
zHuf@02giq=7Lh4mU|#*%ZbgBcZU=<-Pr`eP&7T@N2pO9Ju6!S+?lkL!R+YHh(ULKr
zAjZPak)oMOSh7V#B&@0u`>u-2aYIW#SFnI8Z);=R&)WNir#(U4oX+X|W3tyCBvcd3
z6>Lz0J`){sM*&?>tn=aeK6Kg&Cit|lo&D)QGCZ?ch%$G6^Iz^0{>MKJ$={`(K+E;a
z2=aJeqzR3iu1c2zIl<S;@v3q79VWpUl+tU9r1Sm|^oz#8uHYT;2=G=nynp{;@b4BE
zLv%=G`v@omcA`i^j51C^4Ui>WwUGVwfJlC~W4w9D`}qI<bMQ`m^S{(Qb22rt|M{ih
zzXlQRNFymO9EAUN`u{8*kLxcwS{+qH{vRLymw-h0|MUBRCndOp;Ud%}RigjnLr&p4
z?kDvewBv7(@z3vLMG!~3Ta5%0WntHUeE47T9R~lkFaLU=Z-IA2vu`+nnDHMU%KT+o
z2lG?{&4>H{<4JrJMDJFkfC|v&|M>8~<RSif5C7i4mb|}IpS%D=Z2W(}q<??-8tX6K
zx726(|NK7SWk>%Ks76I9LjL2!uaE!Ymj}k&|NgFjPQm~GUgL-?f-L_=7GSq~!=Ops
z`@FviEz4R#>&`W3Ed2l2d&{sWzvyjLLPAPPx*O?^0i;t9knSED0fhks1qA657+OF9
z0qKzL9=bugI|h{IJfr{fp7;DbU(c6wo$L7^&W3qr_TJB0Yv1=;_u{uN1D<ay0AUkW
zI&=-VHhQBWy76h`0#GOVi9qA#?DK)pCfFzO9%u;RQr`6>;A%YUB_SpPu?57MmtIUG
z;KpJ9UzJNh4HYivxE1&>cU;OomuaInP{VhNfG*2p-tHSMT}?@&Q=I`76^xvrrKm}&
z+)bVUpn=e{l|28Z0YCs|X#)0RfPjWU$ljb|=>ou82gF~^1J12ON#qIeUJL7e3HQGP
z?u92JZqCLvjsPle*`P!Q``Pu3Rm{WpK$+)lk=gC82JjIP+OvR3Gn*wQ=jjBx1OgnE
z4sP}G{mt+_LS4Md90)-nfS|I@J@BWmE`$ILYaph3nV9Xi_q~=n;N~P<KI{Hw3lWka
z+7f)mC;tdaMK3YFJ{Dw2cazyYe&R_v3kb3s?OnCpUrV(byEdJRJOXao@{${Qi(qRq
z@F5oc+aK2e8AaFVpO$5tZca|d(h5KeJ}}-MV3ts_JrYA9nA5`Ajyt&{H_`a3pWl6K
z#r#HxL--yjw2g0|)Vl&8(T=FVv~_@{<gQyMIH$ohj_GWzD+iC}uogA?j>?m~x^r{L
zc-2j2;d1IyjAnd<=-&ZM+wTnEtb*Ws5F*-$Vlkk6R0{?F$BG*kP!;=H>Lg5~xMt1)
zKwbv-XDb;f<`GGKLVwgfY|@M@$|o6GV=f3(Im&@V>cl$KhXASS?0%`rcYx4Kj~_6g
ztM&tyUqO~!_mLicC4vVK2DHqfOs9ZA*vB?t>lhEMl7udOL)1F1(y3*^)3^L?0Tv2C
zz3`LTF|S6jFB5@==RnV0{M2*#5SykwlcVt6_=V}_U)48!A=L;1PsuRH4+yV|lYp|Z
zhSc|IyE^Y4g|`97wU<tKD?VzGJG>nIeL*Ob{BpP<l{Kw9>46OS<ONU_H)34xo--|(
zVSBqJbw3MW7xAI4QG!z#efMB$5uDPNc0^;7u6zXyG7?X9PDIf#YbJ1pSy=Z6pyrQf
zD~A9)?(YOl&r?ky(BQVIeN*-^f=txXv-Rw#3&t#NPO<O^;r4pnQ_wEWgXuflA^kuG
zf%-{w8rYNsZsVdM14q7m^2T*0?mD2WxuZGI$ll2GIFRJyEydz-$Os=q_z8;7$^E(6
z{nzS(vi*vIOrPCvyX!#2)tSFp_)JmOSq)LXpY(S@1}H37CTV%R4vp*NS$d32;i=O~
zF7Z25KHJ&rTtFT?qW<@5`1)`tYZspE-iCQF%(bGAS#t__-nsokDu{jp?Uu<F5bFIF
z@v%?*H%It&i@%cY%b?KF83H;kDt+FP4>e5zwRVRolK0a5D+M<*ysU45>Od4)SqlV5
z>brDp>hNWYK$nr$@1lc7vf_-SLY%4F`(0A9qD>-9G3X%joBvrZ%~zrT5UqJD4w^jt
z{i?I8Z`$^NR2xAe<pvPc*TYt;FkhnEEg$KW`VcRYicWAuiPFO(75Ip_br7&Pq8SZ%
z2Waj=ngo=dF^zgOcJ?9GtKkUQZZmROL#(|@U_|r;sJt92+<>9$j9mOdUGYVdM?B~y
z0GdiOX@3!Dx`XUGk>=u`Iy$*3ikr{K68TGQU?DV<+aj#8Ii)Y}Ja7M3bap-$i``B=
zh>sF!o9sORvF?B1_M;2kxxa0>SImlF$u@>+=c%n^XP-47%!nc$nIL-|kEntmc$siZ
zgzoKmkr|bt3hYZZL5j<os@WCLBJj0q)u_VHhV2~>FJhlzpfqB~5#Uf=yCc(h(98$4
zdl4GmkuTju6(yag0f+m)6siIr3Na!dySeQAEcXHoTradi*yj?M??sZ0ih(2iIz*|Z
z;L}SuT|dI8t%irTJ8;Xy!=wP%^Q8*DzcC;wTUCJ306R11!}OpKaO@)1>&)DtEW}>{
zSOv>)r7x62T#N>D$j-Pd=>@~UMo5N8)<?w3F$+942<W-2`|>EWS5XKkcEf%63vdST
zOZ(_>o`LOztQ*F<*ieL$8!WMa)ZI=FH^|*UFyz3zmGIK5ag7S&dG8HS&Ku2?sHJ=R
zvDKWx_;*2Wbo_#*xSJ*^L%lCxS;uem8dr&Rs(IeO_n@F)IvDlip%S)@*BZkVh*<?n
zC>uB5_@;ii<?gOZdH!DZjx=5;3!}-Tebu7ZHiQ^Q@o*(NJK5-?EMLgt;~&5W*^YS6
zLUnM80m3`_Lemo^Q2a92QijS#v>CMW2<N3gz(1M-cG`*oPd_ad!YVer!+Hu7fFvju
z?WzO=eVbBV$R{;WHjM(UaD)YN6R0z&ElT<T-#;SsH-s=+f1;s>(b`>C%dbq!-nH(0
z)?R?01EIQU?xl6^6^J*M`GjqQC2eB=H4!RHF_p*&N2hdqkjMvHw4P#Jya;Q9(kpM$
z=nAW)SZI-<TRq@+P>R}O<g@X;rLu!2*Bp~X&szc7bFjxxbX$v1ZL+{n|6x3d#T;q9
zuy8gm?74&iBecHN5k|<|&}U0oK0K2EfFBLf@F7#qDx|DN$rp@{=3z|P62-mX(Le+G
zk4I|$WUT>+PqMUiI0uK+@q4`3>&mQKHPzR?sq&0T2CE|L+~HqpRrPZm#?+z$L}Y5c
zuy@A>INP%+6<jfR>@azfja)?4Pb)M82>7WGRiB190_^pRe1!pvkS%)`*5h=n`^W^I
z<(QFRm?}C_Ezp2OW4n-p-wrPeWXEBbf(R=Aue|;z4rK2EWGgyND5$=%k970&CyhjD
zS6>;>zplgha$(Dk)z6-*k4df%t1KM^e6;oZ3yuVcLixHhPf)kTS3$lEtQ7B#r&)rw
z9mDZUBE23E<DzZ|K}to_U9{}6_fwo=(q}=cMK<v;M1KVR(^c6)6bw^$&k^o&Igy8Y
zIe{?8ranFG9U9Hp6OVQ<pyjnFi?3ejRuWi4Po!|r`XMno5CqI$6drAS*eoAY8ak_{
zd81Jj4vWzx(&L1$eXB>n_ODFZ{Us2g#9^0lVJ#MWCAYmoFtz$T^;@?Dmc&oq0#%J`
zj8Jz{3EBrnn>Xkhd3m3x!b3#$_&i%?ZPUI*DRf<gO&DbcGIjIi#;lx$SW|!cB4#@c
zeyxMdPl`!BXXc^zjor})h>O8^f5Oii7Tbs~=&0svZtjQk9344bWFAR7!XP%=b5eJM
zP-zeRUrPZ2pAc2mGB)w5ALH@qH~@u+=PFG*&s_tBz-@dfb}k^>8{Y9}gCRtc@RZ>f
z!DdB3aO11AmWg9s_DT8L1foQ*{p)kfnwptinR=#RS!%E$b6;cdCqD~aEWYVpr20+*
z<MzT&1+;MR`t5T-M$(vAU;1MpUsn@dN^(Arj%@#~LGY-ko90)BCL@hai&v*SAM`TA
zf=OV~(190k1ciJ|PaV+s>vh=LfhwKnao{_n+I#~!OUP-U#$Aq=n$M45rrwaj$keG0
z7gsOrrl0hb{YYo;-h~iRjrWSGsw0U=cuhLKjD?8uZWGDjDeyJ}-jKDo@yad}l1G=a
zRaT$d&`E$r!Zop5h-%yGYeYf;hZMrpT!F&}=iidzB;n3>3Ie1>=vp%sfhd$Ql~`B*
zeMMv+1H1@-i2d^D{?7H&sM<AS@?$23jvr&yB<&=61J;@6t8POt;IVO`Xq_CWVHIk9
zwt{s$wPt*pD_Ix~?yR)O9fPP7$K2$vCYN48xVTYjKoZk>v<cRxc_YV<jGilD_u~r%
zM6P{Hkz=yXB->w4G7CzKg^E4pucwHIq=dcn50Eax{QyjzMN}^BbOOXw?16K}e0R~)
z(;BNw+J4o}FPbnly$)G#DvOZ=`zP`G^}fbO7uGd8-d~I6OSmk;Y9Rc%Q?DE5=c#15
zg?)HebiydVA5L~WSDPE6VngP4Aonui*+NR+6=cT%4S!$foH%tXYiyN~&h*wQ1Eg4g
z5y@X*k;ISr3<Oq@``SJ#-+#~)QW0ejoP|Db{5h!3o`&dq%hJ;xX|#<`#LrIu?D(*G
zlD6vqAW2__#B{TS%foPUIIC3t@%pBQq3$EXXWRqaJjxes=rlz9ba1U?uytQ2B0(dY
zCaHRT$L*r$EFN5fC9Bcy6qfW#T~`oqM`ioFuz_Aw1lm1B9Um<Oh8kA(=+@xu*&70L
z?7=fH<6h8&$rFEzsJFb@e5DMpu~WkuQm6IUuySKF)s^lU*`=wa_y#0S8LVZu#0BZ#
z<nbkXgf+ZuF=y{pb;WY}efYSCrP~v%2RLijMf#2NczAYH_$5oHvFa+=IqbXzBEHR!
zM+z4sip}31dSnH453GsiT?G>>Gp^PYsp>xxa<!dVr(Rz?B=xC#&DCpc3CZG#q<$Qm
zV#{Gkc*Qnwdd0st&b~EWuuh&#(zgU8U_9He7BMg$qU2jlmY$7;d7#>7mFVRz7NRaz
zUjiv;P}vGp?x7LcuzFD)o9BP_=-)$l5~`EMS>%IIox>TmLVT9u@jwN|S2mM;8}Cnp
zlk3h_j<6nXu*3*NGG0+xf7E|+@~-KlK?-c3OlpZ0^R^c+>8|4A<C2G*-PpAJ&ZgdM
zLZED0x*sFMZtD>Erg9U|?g+B2$m&9B^uq^~gpACeO!^D^z8R2O2=NDIc?r7KW${yH
zXJh13AIMXEcQS}r4BG~RBaN4%@O6O|Vit2;MO0;+DF-h7j+rveM40=VW5QXBbQC4I
z_?29uptWg%h(|&Dx%@eKWYVLRZ0s$9(2H1E+|hTUAHf&VF%ELuzXTHa6}2TXiA1p%
z*i&5HF}2HzY?=3*OZE={FHZ5h_P9_kdNKECg_(KD1|#%m!eE@2xnnN~1%q#a%MVAF
zw0Tj29C&Palv`-YloL+_vAANx{M<8ny6Gi8vipux06<gGUvxpo!iWd3z%0pRrxk{@
zc()&1_XgrC(2zayyXqp>5p82)cH^@^V=riKapSuRNLsK)ob+iLZ1{%v%t?736J5Pu
zx&s1cJIj`vJ~>=l+)yF*4s1-Vkm^@DneN3&evCGWt28Ky_3i+O+Is!)G~$WBU>HXp
z>-wvVzQB~3<5hiqp)fTtZAAqZ6TI;)Ga-+@(Bm||lr6Tfo2k%_Mw{V_xL$)->K;t&
zOmLnz<)hQ)bg^K4LHP&)00O=sk=jsZ*v(e~`!5%Qs^rXMH$Q~Qztw3Ev3YL<afvTR
z8pvUqtHSd?4$|jSD<sFSmlzbW7o9TJ<?vt(<?!Jmtk>a-aqm?nO>;?Od#&8hBN&4n
zKE1)dB36~n>;A{YKBf;Hb-@!ZN1R`u^^3*E6@m4h#6QaF1;4yH!x@WyYAO<6(TG3X
zNFqQfIV!*iumAL10E6(ur=K>=@&0{*Y0n0M^s}z#2r$p;!(YW0;_S(JMO5n%g(p#4
z=dAv07rGy>wmO!;v;{JJmvJ`2SG{cA%3PXvRO<(NDH!Zn8~}?FVZWT!lKO$j+TWEp
zCAl{xrGrKNxI@EX@+i6Z^P%GaL8<}2_)8xNkgT2?J(9lL1UFxdhs6ZXo20_02@ve{
zWC`OOo=0IOl4=ZtSW<FKp$dH<TSQ_S&v-41b#iIYw+?1&YO5Uw-UTJBH%tPeZYH9X
zZ`a8AxbwM!`moDF0~*zFFVf3buH@y0^!!IWkTDt(&bM~3^aev$%BE`db}W@FFQFvW
z$4aWAU&MA+2=bh22PbwPLkH;gN*>4Gjf!J9%hc71D-eW^eD9Z_rDb{0HvLoWnENTp
zxW{O{0K3FvY>{O}!0;~!H=jg_ZH~mk_R=Ayk4AP=vChi8-!O#cUSij8-VKfc!IA><
zU(7A%4P3Mzqs*Am%bq#iqbJEiI0H?V(eH%<b6*x9i~iWjU-$D9kaJAnr>w@0s-FVT
z*_a}e$x~iF*pS6wW5Rp0!IEpct3=4BA%B`;*x0B2j@A6lrL=XU#Lal^^MP(KbpD;N
ze#u?Dg6&%t_zUsNVuGXLip31tT&c4OF8+i8Gw36fgwkRyA&`SRSZ2LT%`_-+g9B>Y
zVNLORG8Q&qR|swT{IG#I1mw0LMrm`+&R5D`y)MG6Eh+XyVPKL)qknw`OM8HocuY!A
z-Sk~*QQ%ltEUc36JBJtd(aS<!8N6gSyg_V7xlKOoQkC_>r?_i?g;l1^;jykoN42IS
zkA8W{4>5cQGFv>sbgdyzG+lFGE^X`I)j$A8lNz#o+*W+SXAMiY>H}|{DoJIuWw~Ib
zHUao%<X_Y-TG?CIJ^+8YR%`K{l|4SBkYeH3z&6(GJs^j5a>#;Q$vS|<SSNSt70VUG
zk=;>mSE1&k#70&hFh9Sjz{z20a1N>k9HhIr|HWER&Bi<55uP>$N(IMPMMcdC5Kz|Z
zDFdx<*kkm2coKDdrPMY$p${o`a2Z=vDd>j{13}uY#N(XntskD6ujK<l65ErD?B9yt
zsPC@)mwi53h{zZAHa5P1)#gC2bnX&TglzH{J2pZ142;a2C{AbPXqbW!q$HzkPhLhi
zwC~4LnxNe4$4R>@1c%>KEWVobH7)QKy0PjlpdfR+WI9Tdi?|9IA}d~gaZ1w6nyvX^
z`bVSsz)stm=suY`rs6aZYCI`lN$4b+9&QY26Zn)u9TK`-RE;x`nu3@w$-nThzmx8o
z5-sh1Y8wr8wd{Vb4j~!wIyElKC$k$jW2GQv_ptRNT6s?@D@cRTmrv_5$ls!+lC+gh
zfh=$SX))slQ`vY6wZ+@wRNLGnoQL&vr(&d15u=V}s}_vCpiCPP^)lq7<4|fet}3LG
zOjPN`SIf{{A31_T%2W)9!D%!Kj>TvC3@L7Tz`|26^~N$Fjca_WuuxeFPs2<F4vZED
zxwI^Opi0GcLZ_8lly>uVr4u3!Kk~r$k>A`=ZP>g`(ZaAhl~0keZzGC5dFkPWF}C?$
zzL>v%!rTi61s4{1kBbkYfJvL<L|%QL;%Y1nBUx>eo@E*T`sJvmo7^$Dj$Fq(s&a&@
z<RU@CeeVXsHWLf8;`l9l6YQ~7^#(V+xr%zK1np<|M#s`dBKkx(Dk4TF{u`sSJ7MM7
zq3R1{rZuYZ;VnUkLdA9rsVkYK#N*cqbXtObB$mq7XBDgpP<+!|yk@{c?jzCn{Dp;=
zajDRV&AXEh31lft;kOG}D&JTMY(yCl<CN&o;`#v|r6+5)Ex~tvSmE9Lizs&EAV_j3
zCHaAOk1lnFchw_nY80w;JAbUC8`fM#c1b+;N+_!i^--cMVcaErSjw!BcJjjraWHVm
z@Qwa(Vd2iL@x<ERv0lcFIK+8}t=Fql0p4o=R6$xP9s+4^7fZNufDmDFV_|^(l0{*w
zFZy5C-kc6tJqvvb(-DOrIg~t7AsJxQ&2y69TlYjvty)x>aCVV6n$E=X<A)=h$Xdqe
zTLud8!e*W)^kQX=4eVZq1(HDr7O%;5<nlM3Gl@z-I|!fHt8eb?dq{*6QrC|v#`==H
zl~tfyry?U2*S;1}wXf!~l7HRF?d2qvCWwdB(W-_Ju;u+5#q;7#B5z|MuL$T(>9byc
zs@1)u`zT5KH3@JkaPeO5z%oleg---oH=kQ4JAN;d_F6uZoY*#|T~WVS@gk(~zW^Bc
z=|0yd+T{8?20{A~t*sTH-dJ|h%dPR<`c8@d^?cE=sJ`J*npeAXf>+`tsXT_4A)h8l
zZ%2ZNJKlM6F_L^FB}ir)0dGI#!6#1}p{PJ?-isP+Qmryja;|7f4_-vz?nxKL0AU|{
zL@$PnlEP)HJVxYCmw4EKcFd`mkOk?fAZyagM~S^xhjiOJe9UoClp~w@h%m0Uqae`b
zv)Iuu0%~>s>M`ozl0(vq>47M_xKW)xmy3)%7yOaslxkM~pYJ|NaUne^nlKgB(>^QX
zh-9ztPPt@OhX(d`ebu2AV1bju<(^G{ZKHFZHezb1w@zu)jS0#2HXYmyVHP$G4E+^a
zo#q6%ZD)l)Y>QBByQO3F16hIg)#c#P-#@#;{5*o^#cBLi>TNFN+->mX1s^lP(O(ii
zs<a)9U&26hmu>1Fv3=s_J>9U#R4I8pOw)v!^eR)rw<eX2NBA8kj|!MK$OO*kx|GuR
zvVYIp&nx~R%0^vf%)p?HjZ=b#i~N#)r&d5)mzFm8yL!s9*AxC;efJvdaeM3MGOW@9
zMFujKxZOamHW!2cYL=Px;-|>&6C#02dTb6&LHgcGZ~xT+ixK{Ik00-{JJn_|;%MH`
z@%vT2dsp4`!$#>C(Dm0|)0A{GJo@-ZAe@;$oqCEsCLu@j_s9dtT$Mf1x?DIeZ?Og!
zQndXfGMh<;tufn%tOB<dGx7<Q08a6|s<+7Cgo^Kz)FobUv6ilcl#aQxa#XevY85Rq
z%0gt+vyf`50je0Rls$Fsn-NnkR<!QAMOlf_{_lB>@h~#Gbm^H<^g>44v5~OeGao2R
z-vG&6U0%J8o=M_RL$eL+>Q|amMOZp^Af`~`YG+VOh3q&$XgzcMs~%SUysWie{(<B$
z!!r4=0b_8+q1KxrZ+u4G%y|c{2K>rN4*ZMDkKU@*v<;6*H(lX*`WKsev+?yMb(`dw
zxXC1kPbq$@cA$VW9b4)9_iN|bFZxQnWL$#X>K-K(TVVFPt)y1qkc$e8vS#V?87Xh>
z%00|RT9IS!`%rRBVxZ8#Lx@W=t{OjS0b)kydQ{QUV9bWUx7lB4;H=|_ZlR8{pz~f9
zFLHy0!(qg@K-8Mj%LRGGVi(x7w)|<eIg1r5RJn^`>u(~Sjj^Cd+adjA3IPRD0xd?M
zvf9m8UrJ8<k{T%#-{WKQJ6|;FRft8}i)3K=|4y+b%Yel_{lhT4`K!SyzE)fCA4={$
z=3mWz!YA~OKmJ2yj;Q~I=<IHuB>rcJ$Kub_y0^<%;|TwUR-6m_6S^KmF6I1}ab)KB
zW82mBKNhe2hyQyf{&%r5PK;juXQ(y!ug)+gR-E9^|FEWDmcQPD-#?=NKSR*6zqGIg
zT}23Rj`?3aBZ723_^Z$JrrTBXzvL$2Uv+vG4!J3}{~MJGoZmD4p5KQqINAR*Wd6Sj
z_j<`)fE)bpx2q!j6MzEp<MKBD8B){#GsWp;j}1D245j~#DaL;P|1aAAZ5IE(v1k#e
zK$p5(nrr_5JT%zvYv><XWeGYy*_YTK!bnkc4fx-;(4P%8;*LtshbSPV1d56jXR`kD
zOqyd<Q6PDX?@Lgo2+#iKSpXno{P*{Gei!b)9@)59dw9CrSU4koa<z1LB*aI{LyP!<
zmzQ5al=uI9Sy1?YUIu|^xz%i3>^#A=f+E0cTD06RA#OIb-1-`p4mMVvwA|XSEj|Cd
zqU>y82Mp-hTLZt$%fll~%dKQ%ZwL0I6+-+h>+0m{uI*-FW%CH}=D-`t*n4`suyL1l
zb#`-gv2pRF6`|!;uy^vbaR>f&vhcK#v$1luwxN}jeDpsb+8b#<12fh{53*$-)Bg}D
zUitI8FCp)Vl%Esu#j13@L<5=cdn>h~7+_ejh>%8-1Ufecowyj7G7ilBe(S3IebMWj
z{<SJ+wPDlIb)IR}0M?>8prCQII9_|?yWry0;>9$(HK})hmjw{HjpIuVM+^7jM?XF8
zm+n3Al9B$o-m8kBAnJIE4p;b=|GC^o?P$-wuiae29jA&74yn0N{=G=vqJ>991o`-z
zn=j|kR8V{#c=zvRZN4>>QEo}SRl3k&)B4Y~Y&rNWAmE<JQnKKf%8ShHpX)~f-{+?e
z%xNht1tGg=YyW)EWxmI-cZBdZCy~Q{#@sM%TEi|?x4YbBU;p#Q7`DKexe(>QH~kUJ
zx7>NdbY@wXU61|aKNl+ha;F~;MRdb|UjKn@EJNmIc}L(={_}+in(=?GKwwM~iqrG&
z2v;_?2yXyplfFyAzf;@>jM2bC*8Uwyeu0(_Z3#Bz5PtdZ(wYNfc(xs{{vA<eMNx;D
z$#5r86#lbT&v<|_^vabV|BSRUeL`Z{<jy7;z?uAK32C9gSkSE7&woai3HpJhNgj#V
z2-*E-asFRgHlt>JyWz}RpkU!P$%5<O4M)3*ZOmvXDJXc3;7oxE82+vnGc&Um?~_%4
zGCTw_4z7USd9}X34*>;mL6;i=hRVuHpwub}(SHjlggrbsh?<`~s9n0t{M~4`(VzIr
zF=PDSZ;ouc92jxA))N!3CB7uh1HS-LVI&RMb-x>)12sJw9UP`_&nLNCZrls{1Q-yC
zfN#6G{Z_EfVA{1+Rl)WBeSLJBrvuypK#7EmPRaH^v**^v?}pTM12jLU2>z`ob)|_4
z2MU;_6Q^Dgws&42=yzm9@AtsKz`VS?4_GAr>kKq)9vg{zXlZKv?$*}pK>qACkfPvq
z_)|2M+pIag#O23Ih`An%dOA?yCwY>M_qL#^Nn+dU|6x_>`&u6o{V50|xbh14?PUOh
zw_|a)t_{KXpGIfRi61rcLj{s%m)AA*^z!d^6kTR3K7`;&UVIk10R(r?-{bi$18lK%
zS-@?Rc~>~GbpHRt_9oFl<N6G30hYuc$RCJ~ii(S3Qce0?vKD>`gQ*ol>tjsl?tyZ)
zq{8c?7Bjf$Z7+~=G~%{1_Vw3?i-~;6a{#biGTpBCzx6?G259xU2a5lFB#qIyYOsx;
z@zSVu5m^G6;iZatX0Io8+PpW6n^h)(L=Xt4x|I83BSZkzIm<7`d?ETtLqmhq4S?G3
zThUkvM&m$vcXoHhKz+IO^*-_BTW|iCjXCCfp`#<X<`L_NSh?fq;npthO$4bx*LV;Q
zU4B|&-iBPb?{{~`psl3^_8xyOZ12jVk-1JjgD71kN=d&5gwEBReSCb5>ug~W5fKIn
zG{4(!0*nKSJyIaY+U@m;s;XX`9V%ME@5Y7gp_We573W1&12*NuiO=wc<LZ?aD9Cv_
zVo&zW0}B`gPPFz&u)O313^Q%BB#%0=TcVKC+Kv_hQ((?))i4%WyjW(VI4bSryV6GW
zAu#F1OAX_eDIa}La93*eoW*I#_gmNbPpPR|(0anB$D;)2ErN$XlZXewkfd4arcJlG
z@<j^Q{XOX8n8EJU!TAku3`#WDYwy^OosrYTMRYlt5R&;Ys^iTwKM9Nj5zdskBdU7J
zb$Rq1Iq}H1IjBC~;fVuwZ$Z%E(C?cIziPU>&u#c6(d$AGM(^kX+xW)vjz8-XdrV9u
z!o}><!F;Xuxlzlxk+Euo$5kA6^98-*d5ZsVfB)|G_VSqC)k<!n`sPpu*8OOVzjc;P
zQt+M~UZ-!dNkftyY+xWlPxNr!mD<L}=Iht5e%uADKgBDy-Z)Jt_JRwE9<rnce^qho
z#gNqh5xTgYkO_&DS}HbhYh_|$qWU^Nl*CCqf3$Y@b!!=oPMSfjP@vf<jBYu;ydu%F
zi(w^qGC;3^i2~I1?e^*Lp;<`Ae2X!@`(dj)9vxD`I~0N^6*Uz^^<!raGPW7hC%8@_
zkno)T)Z%8n^8My%BD#bWoN?wSVM}_Z_Ty<^kP>jHiMu!zRYGj7gYt+)ybHdlj;n?$
zQ#mUump4~zHOdC&2I~D(RBDB_na7|;yZxZv8X#AFv-2)Nz!2A5t4*6oS8#VgY+x<>
z$NsxULuJ*{<~33`&FirCY~iTexgIkTs!*(u$OqbAPmr9Xr1e1Y$)<zHcdPCEUBeVc
z%WHv^Om5PutmF(@9aUjn539Qx$T)Yt8g+y27BkazUcQ8#s;#FYykKJxzuQR!<X3{U
zNl!+y`Dr>kwcSwqieRcgW81#dy?6^;e2%j5q?^Jl;P%|AC;AoBKF$3JP42IR+Z@;V
z8XVr?p>%C2{3UJgW8XHQ^L8JGV(9g5MJDgBsu+!F+qQ?YdFnjfnPk+vIl@<8?5MS4
zR-7k8&~7XpPi8B+X2@vh>{Pz8ii|QAzYOen1E$gwhAUlw&&|eN`p`69)mT=uSM^n;
zunTD9Q$23mWD|P||HbWFR}@$x(3Bcmo7nL!$Qf9P_mwSk^XKj}Vo~VWWO0VXE~ow9
zlFcf2o{zojLyMWJAMJmOGLxO-FW+lz+rcr~Ti<UX;j_c@Eq6nV>b64k#4+!-8I$b3
z-@ZAN>tyxTwb<QzAIS4L(v+Z%|DOf%%z_B|@yw7&c=Bw=@${V>ua=r7=smUHne?LM
zww&DFW8cI=lTQ!oUOdL<b75YNnz<<C_3_CFkb>+?Vz>M{tsDQK5xW2Ky?1NuH+~|g
z@ZrXvX1P5m3w)d3mX1oM{&=BfPJXwz2#Dmir*^-f<5cGzx0+)S`4;=!j^doZf}&!b
z?Hl;!;Qs5d1PSN6{o%XF0dqWRkW!qH3L=~G`gRFOX}T(E@d1*#E+?vS2xaovHqVQD
zSndJ;*PVAIn{NiA@zZu{RqSo0&?53<7*?bUa%B%$LtomLf@CgUB=4jsB5MTtOyz2*
zmx8+LHrp$|VnuPDz8WPv!609ytF9@~c`~e94A}uvydWFI_0Nl2M*@tsj=L$&hATfp
zvo3t!f2<0dQ;S&50u0@cZt-c|?)wttAS9OEPv3JVu{}UM%hBZ?X=&<KMt)Utw+U-(
z+7BOz`fmc=B5?Kb>VhfP#mxDh`QUeh<gL!#<fWIYzE8^qHf>x|%M=cvL%wduGBR3K
zVMAYzh??yJ&ncgY><l5tsejIanR^NR@x3@zd?+e4UZa9F6no@5HQsZEFi~ptjNfAe
zV953!G*(t7#`HP&QC$Cu9vuDhODgzumMP2DQbnNkNp*jZY)9#->4-*UaEvZ`aTXqT
zCYgBR?+by0FJY)r5}RvQ0#frj-?H!`lkSvVW!(3~UI9+Sd)juHo&?^=)$-f7CDano
zruE-<{FIcWKs>N;spMxAS8lR`P=eo%!r@;zQ>#S?A^^EvS@fGHKoaWUE2F`g%Qs!1
z{6hHF@b9RMJ__#z(t0ZTU5V+(BaiXE4IU&b@mP!aYNX2-Z12RtU-GF>fjQCq@_3K1
zrDQd#Dw(*KkvLCKIs+6Os#P9~n>2@)jJOsG5sDZdgu6i8d=in8OF`N-sIu{F;X>MR
zww@Uxzf}{NUUix}vYEso)jwapG*m2Fjhc=QuENbSH4<mn-LhKPuCM0}{~T+mEx-$`
zxiqE7tB?R1>E3rcSv`?>`{uG#JY*whe9QF=K{lcbGyXJm*B)P4p^k;v-JNGpXy$F5
zgkt~I4_Q<)+KxU_P83~dKR{%j|Ma`ZXbK<Az>}1$6x0u&Qggz}<-b2#&Z#^=SLQ}h
z-#>X)*vCWm*+@&;XAfP2Y2BMt;;k;a8oT%Q9;u&=9gK{VD&F+guYlBtDgQ{Y9JuXm
zsjBAjYi%1hOYAKB&TSyQXL-OcmDl_<_E>`-O)cw8&1X21QZnw`e5N7_y-Lo?iTAoK
zVYcPV6QcO@<&<BK(9{UF4aUXS{ObR>EG`u5<y8{+&$&K_{Snm~iw?BHnKufz<1yIh
zvT?qeCxoqLKprQ2M<p)80w3<=h_Xd=qZn|e*m67HGN|V7)IsJ8JaeL9$L5Qe=j{*X
zu0orLM{jNI1;9f-;px`}I-kn=EU(NQ4`@VR?|youKE#HpDJQ+r{Z7>A)!KK$9=@S{
zUtDpMbvj0HO+P{Dlz=GCq3@yfPW*VjMsD%8kml8M#Uemx;gmhWB6H*Hj##YH;mHlh
z=!a(t`CS}$CnOKMy3@g|>xB+OcVUyRVusP^IxfXrMF&)-uhg6%=da}HCVPnKw2DZ>
zPa@_DJ;0w92}+g%wGxtJ_Nh6K*ammoRrth->6i>MsBOve+g?O+%HSUEZ8m+r8tkXb
zbnJFja4rZ%r8@oWfd=9O!8DXkpK66&a(=VUrlY=U5l~LN8~XzGH$V0FAFE+W9k^H$
zZ6zpJ+DC$cMPVW{-ikE4l!l%^XpFXVnRfAVzE^ZQ8qF?Af%?J9$mkTedmc=TO<=vN
zbtS9To1FTVdwF8`?AubAXI3if3_~JOL&DXstonV19eoJzE?dEn<2P2Vpstx0NBUPy
z-G?VYc!NHwYd~L}yYo9zFmZc6DpQ&JXm6ILsnYMYu?KLXdao*mLec`AmT=e~;%{?8
z^dJ6s*>Vxl@?z_ZAt<Bu^3z?1)QxOSg{!mk*WN9mg}ckF`#PNKHa!1#=xweNl`O8R
zFn-3kCkzanO|mIXE$w_hrkcUlXG)`=bum*7@xE2aJ5NrC2UD*4MPV-o$Gh<kzq`z9
z)sEE3&*1W5cKXnb5)!Edd~eir4infka#eU{v1k+DvOzPdF4j(8YUYNugwUH*EJK@L
zI{Bt+YOU(&UlK))r2Nw(C%49l4L`cXafvO@W|an6W)3MU>1?$&hEtaZNj};U>T;oz
zuGA5lah)F%@2$nVTK^zx!m}*5BitPs$b?rwlDX<;u+@C_E0&lH53I~e`;voud)bmu
zY@Jl~$J`fLG_~O~DG{E>*Wz(^1?%@oL^qT6H(pHl=*-{WTKs7Kc%M;QcIz&D9VBf=
zYs!YE<^$pO=%oT5sP>+W@Na)j#zVi-SZ-?_mG==HBRxJocC$aaEMC-;?Y1ML9*KYP
ztU!OvH+mS|l>5)K$ydCT=>1R;tzIS#dm9(!<Tn{l8XnlsjT;%%@%rJJZOcBKI_36+
zXJA-%8gYzSjvqqA;RZ{Av9|fCGaxg_M&iqIkU~)&4cYE4z#enm&iE>ox8QUEiRMp*
z_JQ=YuFBVYx_c=S5LMn%mKQ@`KricXaB-(zpXI%7A*kV6Ly}eaqHB<Yv`{)x^?QuM
z;qgf~*$bUjj(fHuu9sNZQKI!Bct?^ZJbJ|=J?(Y*YWP)h4qZP!sl^rb1%qK>t0W;I
zAs1XhofQuJnz`~OBP?W_MWO3oJinO~NvT8QZIoM5pywZJ+ogDrD1JO%z9@I9moXXP
zoK-4@=F3iYGk$6O2LD#^%YN=>1ung`s#8aOG_{ZFg*8VH@xAz!O1_2WGO_&khrW?t
zufSm^B&qbIe1`VKUpQ*3YipBp^;)9hV}mJM=P+~S8&Br4@qFtWZWmPdbs6dSnv23P
zyx(w-65H%U=;d)tdE7W+&Q7D3m2&Tc)w<D^Tqtcl)qSw`#Hbgh32NxqkT`jHV=lpA
z&NE}P3}#LmS<J*?D%>c{9e$~CNTwoUM@L6X({B~*=$LadK9>bwhL1#cUZ}}yZrMxH
zc;6R7r)!OJBx$yzTrSt?nwqEvJJ@Q2o%2uLB|)KapNzs#Im>abV{FGL%nrTHVsWl7
zpM~3sI{jVNg_QRZX0XZt5}8y*XJ_YQK^gZ-HYR_UrZ2$Z6YYAo!Uih?p$Su_uD<Gh
zcglS~<^z<@W-YUEa8zZ^ChSB&)br9+pnWSp^~R?%<}Ty)lVg%PFJ`9$c@`D|nYGTW
z3XK{dJC_=wX^bym9u-q5!hi$)-rU^0mdKX>C^L0z6Kd!-)aQqX15t^aD}Rdxn5<hS
zWmp2Lk8NfwQkJC^4EprVYpM_QmWw5Mk0D19es%Bko>+aPDjl+I?Io_?*kE8uFSQHE
z)2&tx1<Q=7%Bbub(!g9F|2b}<ACp|3%LOLQ)btpN@8CRiL@zdcmDE#5jVD$fHYM}w
zfE(ODKMDG3{{UEBh;u|`YD0bfzOh%%1at0&jg0Y0G;I_1kILM&v*yd06iYl#&3n0Y
zyYSCUrbTzTb(AJzWNC~D6LSak<>2j+)%GR1mqbA<Unw!15^q}{?dSNo_6&sm`?ZY~
zOzD|to=n(@*Chrfd7I(nt-F7Z@|{;R*NH-&$7FXU$n*SSD`OzY<?`7YTm3wFv}?;N
z_W55Z-yX`=EO<XFr|`u)+GqmcH4Za|KdaYji*S~H1r^p*oP+V+%n_dJ>0}6CB;6;U
z<+Zxh*xmKV+8Cf#AmA81;92Mt=1SrG09QjKp3&>O!KE9VhM&h4)R8GnS$WVcwf<R}
zu&%JgQQcb4!yP|+72nZ`K<>kxW6fUGyzOd<xiMlQc>0|;>{P0P#Su+y_ad+LY-hQR
zD*rUAQ+-n^8v`@-`xs9|+r?=6<=EshEkvms1|m#L2h3{@mwF=CXd-dKia|=&R>jW`
zblUkf<i-8#U8_vFMip&Nj5|zHm9R2M;<{o0n%WlQmt%c+)2yJy03S6^(Ps0$p}f)v
zm|n+!zA#Vd?(G>dH)SX#a>(eAe=GauYs-XMQWUN}=ibFpQmb853imf!Pf7WJ9@}cJ
z>%VX)&BII#vMn>u+#};mJ1vYHi!?V2hdJG;(2YwrMYK6kvB{9~`W?r786)m9Vz{j>
zEW1FZL{#q3I2_zM7(>)AK`Iv4dvCDQ-tzevQo>`t4yz<Z?oh&vW7E&FrXqYlXJ=EE
z{M}2{M0zKJbA(qukK^7E$?f~6watb#*6;$$8+F>eY|g-fc`0Dk8kvN?z-KPW(_pw4
zDr6Re<I=2-&-Y_T3{RLWUmB;9G_q&*t($PuXg)O%<-&Teou_E<EB&JW$9D>#ki3AE
z8rPk+T*lm=n%!abr#q^@?Fq2Ldy_WS->-6bBKJTq`|e=r?f@Ylb@*HEMC1NULsWi_
zr}vBja}%CWvK=b11^8JS?`5PLAiEhy)zPKtT=xPfyd()vv3ZqhnW>Gr8eWOX;`n7V
zF7H={^HyHjr#IgoMrHgyX?*plkjj47d>1Myn&x(;ohUMJ|B*jV!XOt@6FI&38W3NA
zy?x2i1DvbXNpTHVC+C>!VsN*B9-_V2q@(Tc2)!%vo=O<-n@2MNZnls9{*HS%t)bQX
zDbv1$r60kba1jUW))Eaj|HLxRwElTKG~a_j%XFc!{_`6h|G|oVcBfa}7Ea1}%S1Jd
zYsX{7>`suO(L_kk6wwrwBY0&=BOa<qvFF7^q^GHCvN`3$VO4~P;rUVIzgK|Mo}Fs#
z{b+nxKKM@5r;i7nI>vyy^{kabx(l=;PbnlU`26kVn`5m*Opx29&|PK+S))Gewa3|*
zR4C=Jpy~$my_@;uBUfSEy40G&@Wc39DtViO4_}=he*J#Q#0ly8e%TeC^n!^0F6oA#
z-4H%7ht)6k2+#9LqE~WNmEg(75UzffW75v#FuLTRci+WmI5s?rqxP*+|2Ir#8sths
zzL@MTOhWS6?+iCbl&zTe6~j-vf?UXW6kQcP2A8`7y3vHZS*?TEeActnPO{L1%rA&L
zcuh9Mw*d$MUA!lV5MBwY`nyfASU0y|DM3n^`zL@7Cz=`6)Qs_~E@B@e)>OBqT|gE|
zVo0!!bYncmx<R#mb#-b+{o>t*kXC&px?G>flW3f@D7#ck(@ADKLJ0#Jd#CwPAKdvx
zAKlT|%5ZVRVHejnZq_{1v!JFLPP+uoO;L@L-7+GF&wc}8`=R9tqSWN4v8!QDF)yl+
z$Z0xPe%7&Xj&`Tt#WQZ&Y({labVcZ^SYX%TYL1pzJG4waqTeKQi|+)@CFaJhAxXS2
zS|IoBVe*Y&QX2U<Q8>f=9LKrfIWhd|0A;7kN=Q+}8UKBwzBI2HRI|ZL8z-qo83WvB
zbXiUO+`;|LWK~ra&uiGe3-EqB@`FNxLYZ8Cy2ZUcId&R-f^&gMO5brtF2ZKsvYK>(
z6uD6pXyQ{0^7I}GnVk5Xm?%rp82aM=Zh|^<^z=~9@@&fg4}eo~J(Q;VIX1l}nz@SC
zEZO^j;M^qaKAE=&x}~%RH22OL7fTu&O7FNdktBClkE_El`t!|Un=2TdASv7$Vd_0I
z_;V-ogIXd^&488@EJMrHCc`YRPtMuGCLvpZHJ7sfvv5d!2vi#TbQoLV?OTcbu39JY
z3?=4u5)OTy4=P(6-KexQHLjPQ{1{NcTw4$B3}+VO!;R90&F2k4Rn`vox`f=|eYbeK
zO&!3`9!iz%$UQN7s^P#=Nt5%0i2j-f3qTOW`SG@fG<i!s3@`!5p_gM9{nTGYq}(;T
z<#DPYK`~@1kwB%9Y2-rZ`01!OXllu<F1chx&+mHqVnu%aUHVt=HPT!{YRV+AOx0tb
z&zs<g0F=Co-+HT0RHr@))S8BS4Ci%U>E6Aq;)Q$;K!btpq|Bdgo`>S0rPtQ_3}1cY
zcpWqmnB;xZ-Gct}MMiaHeO;aCtR=OeV`rmrs&nZ?4dbtP=leP5Fg(-#=jD4Z$amx^
zJiaig!1k~@ecz)*p1FgLsqGI+&bk^^d=j?}R)KCeLa%*R13=C9UHenN6o9>=9q9iG
z+LmuzhKYh3c3D$XQ=FuE?O|aY2<|BzGYJdHhCkQz4}^imhVF;zBF|0_7~W^$U7e`b
zVz@SQR|!%c7(vcI{qo9tlHM<-B79=HOo1aI&PxMQ`a^d?4bZqad8I1vPgb1-`FR6=
zlsjv$ePfHH@X>N~+1tU#!M(&2uFmCxifvj))xQ92q#SUp7^lh4f5mH7b0RmzZ5cUV
zyeuGW)F*)OJz7jc>9=yhmi}#IPe2qnrQm6)y?U^bfLMUvrRQgn(iT3!Z<eNZo1-W_
zg@!6Kl_p*;!mQWj*A3MJcL&my;`OqDNt2WM-28A|82nbVdX)n&OrJNaa%;OpP-ndA
z(<A|=VGhoCEp?O{Y|me1liZoH$+Z8w9MRo3KM)$c&h(lM02+|-5<RJYrh#~elew>L
zXn47OCBj{XbpeQITrMMJ3oFoHl5ySq<I_$4G{rYn8N_STvhs8{7vQqN8&vxj{&v{V
zn>$u1k?^mAxJ()__<P$fKS$Zuzxy5Q^^C`>Z+1&I0;cQs9m+SBbpi)U4|!12!KTof
zUBeSE=dWoO4$HQic9$ose<0BrfVOkh#^;3?S!PyZwo{yhK$k|mwTf4QLvdJyQt82A
z6YBPfQTSn(%@sH-d;!r>HlWWKWCMP!vKTtlhL*_4cPslnxrA_etg|@<0};BXS%Z%r
z)r}H&{ycP8bq5m?{$kOA!A-(aAbGd)FdBO<71xfLFcaP?rUu|#h}FxJ))W*XFi~9r
zR_p?)NJ9AGvklSv#t_o^@(L|{zR@oZp{QyO_GvM4teZM11DUE$rPjj6mT)Gk36(@%
zrt-V|c)HEkHO4LC=ysdF!*=AdW3n%2e0yOab@>({7qui4+l2j;OIV&o;`U8D2GWNM
zj5tGi&7(Y4aG27Sbp)jODQ`sdjf=|>huEE?Q&vnY;NsU9tbeM_xC%&qM5Q^19q>qp
z#$2TDWe(XaQ>7#5#fb=UE8dpoJJgyI7d3nW0VAd_i=7iO27%g~V!UScZ#WJzW25pG
zqR@%rxlpS*;f~+s79~DizW8G4KbK>&-sIrxylQoy%{T;O*t~SlA8?A+6}p@Uu_JMY
zEg+2nXL{Z`w&&;7oMQYj9C9$YQm?hsKFn`wsKY3ks=bEu_eg9|xKT1B*s|BvkZPjF
zS4dZZWz&X)dG=#p59T%B!{3&V4qN2P*i_~dAR3-jYR@lVjp2|6m_p0X>Nhle>=Kn*
z=}JB?KE^!$rXv7=3}DMHKV)v@kK+7UQ=WdR@SQTj3<5lG7>U)*;Af^Wp=y8HZ~X8^
zwu{UNsH=k`H~E#IuE<#)y|sHnnG9y8Ifid1D0%Dn;d|GOo3eJi+{RQ)NRLUuc#5wn
z0*1g!LrmJsJ3Efe>8U7k3ivB0XHM!MfW8_25ik*)Qd6B9N^WByk2>JwqdFaV*n~wf
zd(AJeIw3_x*?(gbY<UOCh?275@<ru5vE4b?h)wdY{4EyBJre-d&`O@25rpf6Hab%e
zMn^BciFUdv=z>zwTKx_t(in<X=mhb@3$TdceQ7DfGp2QrSE4ocaiK{C0b)OVZ?m^M
z{T2!HPam(xJT;U7Y_MGUe2(tJ@*?^ZOVjGCaEQrdh@{hw*o-e1gS7+#%;5Q6A&0_B
zzbPtM)@znLyG;^m;Qz9l1Rf>3nA)0`P(f6-!<g6kdmyLndH1IRsgJ(#9GkCGaA>5T
ze?Pbkat(HF^?s%*&<)_PtIHIM;)C4=EE;2#M*LC(YyE-<f}a+_dKYw<+gdhPWIJz^
zuNce~rmh6p{*Gtu^y}M=n-DM8q@m08{mKeN-Arv>P-d@ZA!7mf+0d+j)B_dk9s(LV
z`e|ZLOjNMn10Z5JNWJVJKHoni;Hy-P+`qL9qiLPuT}0!PJeixC6o6|!eh<}{_i^jM
zy0+SXck+&oL92*aV74v~#K#-J_q#kcqn{8Dh(H7^!kIIp^fCG8%Qq#bbjrn7_~FvL
zuF11io-~ix-h?kGR0Snn@WSSEw_YQgg|S=!ZZVA4j3OmnBNM9OOgcB?#%FE38PwCl
zr-aFB5uSaqP~DfBveiI<M+`4^aI`;y9R!#-wf4N9hA*RiI7>sIrAmvf6q3!-W#N!T
z7sRZ<OM(6L-b){mPw;|!Tdm7)?{s&K&ghjBDIO``>yW@|(hMlKsbH#)xKKrpY_Ht)
zH?}}2L5slbi|jLWdP2C>2RKZZQ3L(t<$IzwfSDlu2AZ{89D>n^y~w9%>|NxxMJH9A
z;5KU8mgK1jg=tpuV}rwLU#l&Y+fL+#Uw%2XO{lN)TY!I^nFBC-X2USHz@%Vg6|Z8+
z$JtO4X)a-Do&sSxjAe$9pcuCRRC(ET+ehRI9Yd#`5fI`Tj*pfO)20ueTHZO;ld_wP
z0@X=PcAgY0q<n#2RSt|5RE=Z>8fN!PC`LX6Bz&hxA0lu6H0Li#Ba)mQMcAAcW%^)%
zj{+Y~Wg>c88gbsVnH@W=Hv0IRpw0?uOV|m`0cB3@XXsYZ><2Nzx-CQ+i8s16kU4^N
zPCujuqbYPXdE<#;WGGmGkpgpqGLb8nw>!y`w!!>{n~513T(D-#01N~Cj?*Ert8K!U
zfe1c)HO-GE#2NRL^1znar`ifTRYJ|$H{mA#3inWDkuPmI^)l$%@diu&JZE&I>&v2i
zp3mUUkdFJtw`F#Z+i%iMb5(iu_`I%OmCC?xOQhiz``38a|B4JlWtp4Wuo(@5c%Y*;
z;mPbTJl-F~=fGT~krvg-*k~Y-<ag}?@o#ZdS|~?yRi5bhq|z<RiHCwU_Rs)^jax*b
z;yaty<oQ5g>rSeHM!_DojdHeun7(*@WgfS(<)X3VDftrqOPB|e)0-tn-d}}(w>8J;
zyXitPw8!wXzFHm=+qKS{4`TQYz(jf5{hcPUA$=J4H}donD&DxyGw)(h1Y*=-B%Cyh
zkO=+o7`EETRvbh6YC>nm4P8Qyr`G1f3;5xec6p0co%?pDPbktDbzuA+E_Rzw`yI{<
zN1Zq0wc5g%lT%Z%)HzR(f3&|$gJNkqMhnd?IK_+cw>ZkqhUY)(+Po5}b=&w!4}=Bz
zYOngCgQ}{)M*TU>Va?*viDF3bh^P7|{d1R(wsLo}Cd!2H`n0H$lr4$&REP#Fi`SC6
zO3rT0S+j^kt4JqAj%CyFdU_)A<7BiC0wAd9oN#~m*utIa#ld#8Rg*FS{7Z5uSLI5B
zmX)Kg?NMnNfLIc9hMjBM3<_zwe=(VQ_|R_i(jjjzk89$xSE3Ziu4!e;_~Y;fgn{U*
zta;-@e>2%kd&g}Ra^fdNA%3$ePsR;fC-1EoVmfJxS^L5_i%wx?Pwy<gH9^dWhjR$w
z4~NtHvx36F!r-v0AaD`K=-gsB;P=qG{2+b20k@YI74Y*4*4qc*u$CthcLbh31(I4c
zQP8Ej63^LmWT%~k%W#=Yfi4y-S^(}%0w08QT?6y8cmRXF9c=W?dZo?p61cfA2WuEl
z`MJ;WxFcgoEiUadW|$gG*o$gktWs~^DK#`n?O@uF#%P|t-hN_e?ru_$VTPRsI3GNA
zPGmA{XsTyH<}EeSwmrLfB%AQmFy}7pA{=<Ky}tw7MRvdmVQp9}e>Vage<UIUD%-S&
zEaLKE;@cT`s1NZ6%3YmcrSF!k-P{gEr((0=JmEG%A5=rVZhB{)O9F3J+x>ol<QYtZ
z=wM&%W22ps%*RmM1{u_rmt@-XNO6Ne2*AQ6g2&BWTQtr&>TUGWeIG10;8at}W^e;8
znX!_TOls%_tQCH)&RSdE!4*k3;`@IeJVUcvbRIghwZqHoO$Se`Vk%rUR)Uz62b`e7
zwizK!4{GX)+6m$L+8^E}UC1n8K`Tg8pi7$L4S{=a&*EwB+q0ItBws4OQkgf5O43+O
zg)F2JTrNyZ#ZBE-0I*{0=UH}4-!9akQmA)O-b%Kv0m-^85c%{?1N)*?93Zd&gFNjC
zxT%~Ho4dBm*ukQ0z(J~Ikb_EP4BxBZ0-KS9X32le)42zaiJ+>p>R{=$_?G1Q;{i;4
zi}pK$eHdtfWXJ_AM=E!m|F&}Etv~?RJa)(%@+x`R%$K0V-_|2e#9vD3nIMjvLHuwV
zdBvtlwmVB=lTyBB2c~5jv!8sg60z=b6?ZRxGwAcTyxwRgq3*|>MP5Vt0NSTp{}Afo
z2a97SdcK~zg#}F6X0)vj2|vw&$uLJ;LuQI^4q0TAyy4dS3?Q~u?*#ElR*x&Hf?B}W
z6GP(;zSscGcoP?P={(sq5QF<6GQ#KhU6MBvhHs%K`U56rcSjw)(@xL;aQaJoyD9$b
zO;hC8H%(u_y{h594Imj_>zXhEV)$X6X5|gG*B~O5&Ixc@wckEMVJ~6AQhJM=x+_-l
zzbiLPh@@4&2m!xNhYoulNDoap8VXpsm^#w1zjtwH3!s@>&8Az@`%)9I<qQ~`{6O*G
z9(RU0`2z~ypNg(D?olx>V0t_Kgbj}$5(qd{v;Xj8N}`dVjDs#U=D6JjrDz+5e0#{h
zdEc%`my*ZotS6C7k^xmL*Rc7WW_Wy8?n(0jWFBrh&)U_<GND2C7J!j3y^GfK>4AGu
z6CWh3SnFL8mg>ZE_7TC~3^oqIj&{5?i{VUooDi&*nw)HX8zY(~QC^x8(P@bcU{{Fz
z*%c&Sz^-VlfgIl9?(f`Ygok*t4+*N%FmaUNH@4{3&_~L^wm3=WPF*e2N`Je-&x728
zWNL2Ga!B&pniJTIU3<O*w-?P{$CWPd6e1wOPWg*;Hiu`7!eGfnlqa@zDLq2tb8l?t
zv$ltL#~0LIX+ZxEw$3st%CKwOq6ik!(jXu$F?6F+A|)Uo4MVqxl$44z2#Da&DJdl|
zbV<w5-3T~z3`5s^*XZ-S>s{-6fB8d~%6(t=zV<%%vClnosGkt(bhUtUBQqgkzM^8G
z=4?3f+X?J&^WxQG*&*@^K7zw!>hi_4nH%l(F{@NZp@tOo&JSl58Erg^YB3*iZ&1HZ
z%d~y%zw(|A{4*kMI&YHa0w9yc>~j0{=`2>9e)a6y)Ta6x5h@7h;&pu=iz^1p%oc-Y
z9JlC&wef@yP(Humn7-^j#K!ef5Z()y<jq%nC7TQ+KMYsNDj@1Cg(=pTH&Vwf7gD~0
zkUGC7^hZReSnX|3X%!8hIRx{<Rzetvc>}4O8_@+nK1JtiG20sJkS4(V{cO-~9hW6h
z@ge@N%E5V2feE8ZozJ2`)#Vl9Rl^WHN7*%VYJDF62y%o+-INtw^kH9t1sRUMTew=u
zKk+%5GPTxo`MIMY)US2%Ja=c({^6)%*L1n1x}`iDa(IU>>DM--GM%Lib@XO?o<0u7
zyCYgjV=uFo!Lpvls=$GypxaLSS#6r8-|*T*$zivnl};n{<j`nqCAXAJ>o&E-%92=O
zcExQ@vxLaHD~DUD5TknR)j>v8{i02hD;bbu+YLu^_F&cn3oZ7F%o`dTOHX37{|9FL
z)CC;qoR79=9}0XT=<Dli1fD|0zydRv!4DQSHgQD~*d(2K&!JP}xO6*;QX*ZgpqGyv
zhhx7vLRqAr<d}oc$5Kc&FZ`($a)r?8RM){~_=qgfL9jg%V|P=HCLQ&7bNVprM*Df}
z%&Fq`W$Z=<BOw<ES$HTQ(_{#jO&ByXCnlWu*2KAd*=@-CGm`sQdF~mvA}ezIVVBo=
zu0$D|lez||&!cFX(pgyN3Wa=rXW4@AFj!GnR#xFn#_h$0{T?c|W}3M9AwZ$l?TUcU
z|LOK*-jisKy>V$2mf;x&{=BNTQLV`M&u8VcI+jf=!}I0#zLs*(RFKY8q_o1TQnks3
z-s%wl$Wjga5D$BY%6yR`G4boB^-tBT87JX#v4mPU7B&0&5w;?ETv_5vph5Tce8vCL
zdXuZ#ZnOZq=q95J*qtOwT*C{%vYJroOH`Eq@7pH#>4%1fNbbB_Szab`1wNdv?Us3V
zhwW5hCy6<V;rgYWhh8?_BbSP*_333pU2Q(wuGeTTIXW&UJ)8aMXI2?42FR{+x7480
z&fs$($?lg&$k6gna?i|3vQyyjP8q9&>P$knnZb|vb2C6|V=f(!{%dDutTy-U$7;Gd
zw91ELUwlSNpPP-IZz?)XLjt8vN%OA<9)qNSLbARpKi}5V6EvP`EJ;j82cJk<ofK!|
z^L)2*rIhCC=;)}vZl`6wv^rOp^FvVUwtglGZu7MBIuV*fAv1u(kxl9&ZX|%ifGj2b
z4AO*pn!DL36nGuJLOow(zX&(d2s_#0wr(TZ4f~e{aOo$*(*7ik{w=p)(b$fhYtThu
z(<ztS0pLkP0k+31R!~rYb$!Y=B<xMl^4am8R~`ixZ931NH&gll{uzk%E!i~$UD-pK
z6{k>Ow>G&VeI(}89PE0s_Xl?d7|sb_`T1R_|M<UjsybO3xP48ALF;^E%;74i0q5?0
z;{-<~?gG(#>Q82{vQ+C&D=0q@y~BR@`&pmGSlvlbSKIm1z9ptXjh#t)eW2KT-2Oa$
z?RtpdCigsjFT%&{ka4u?@e9c2O{=U(;#O#$jeN}TwCa`W6nGrDkP<n%esG|J9Y)@7
zDgCBrjAQewh%&cmV6XQp^)~`&Z-3#izpd7&>^UWF${!j_IB{>jI7Zr7H7-3m3nhc#
z)-zqbY*UNbXLG+L2C6@7&B_ERawMoX_EBpDTULDPVw|6qUlzBO6u$Y1<nzHmYmQe}
zZ43;iPk*^P*KwCCjZ3=E?1eTF=$;qVB03B==UJv*i=-x~d--XskX4n*EpXv99UzZX
zQTq3+6-jIO-$;R}kJyeJVBz_6s_NtR^B@A6=TiWoY-(ro-_-^te2u{vfLKOI_3-)k
z;Yxr79`yp0-TXAklI!d1BTbe)_rkFJ?maOB--T-o$IEOoR1OEgFfJHI&ZUE!BCznV
z#`+fIu*`OtwNXw`Shzzcf2G<h9p||o9UYw<z1Zsq4b|rvA6U&JrS+LEP3}D<zB4J?
zagB4*z|e1hRpWFS9+ZqP=7NSfJQ&^=n9Imu#6#dZ*xTF7%F4>i%P(y!;*I$lIBa21
zL|9o!j`<o$e5Q7tg9#a|n%{&!MW(BE*--HrK}?5~`}h4<2Qq$dD$cJXQ&G-ffg%1a
zTb`H7x)$#O;vII$?!a=BtXSD@$5Pn7ioQ$5m*Oh9yz<9cugV%dHM^m^-8{xKf3LL2
z{;RW5`HZYA{ATe4{H{Tb@5Qez8r@t6{W|-e(~(8rb{|D#53kpw*8--l`@QbXw1gHg
z^9bj*&QEma&E7{A4n|GZOY12S@sNqZVm(&b$}G#}%Y_C^*B#H!93hUR@vXUX0dvgd
zMP+3rZ8L4d9T?jpL~kx<Ef-%Ew9P@owj$d?@Zhe4MgLY<bc~dyV4n5|s5h2)%l8;T
zeqUULo-ptx`*HuNvGS7alG$vU6-7|;0W2*sd5ly7@}(y8=^O1mD}Cc+Hm#gb8A>ND
znwP$KDx9Ko`!zWU9o;{V{nvuk1^AmiAb1GP?zpq0dfzHUykY-)sKe+tQM2jd-MdDY
zK}J2lmi<eLi^2a$6ll!##QRHM=N-k~_Hf>Hw3W8ptcZ%XeMwrR=8QwoEoG?g{NO!K
ztnnvtet`ptPrNz;qG#2te>vXIcXn%nv%$)H>s?Ib#vMGlZmgLdxyA)pmnE^EjenQ6
zxqoS)B|tweAwdZhz;JH5dFur05&2@)A9F!1X5B{{ru>zs($^0xw|NUZJDi&+zMC|q
zz5@t+lCWt<c6BxEPX9s~LNflL-p^Ca_1pI(u?AGqC(E+^jp>{hE$4VQu)S3_A!=zs
zXJV!Fe&Brgo`Lu2^(d-4{1YEhLpQG(SJ(`Kk(V?tWCGYD^U$M(@O0cq*<q^^XtL+m
za&G7^w%c<BsP<q`p=_z9&2N-BJ;Odm#N!N;69O{z6nH>(;vc@AXTaP`yNr}>&pNu;
z-`S&D=}4dYW!hI@GBgUTmd?)6{jmh8A8^obTHf@&8@@?s%nL{uF?yY%wD}__yo{E?
z_0;6!ZJ?Y{#!$!4ddyW^4P2INdR0tMxcnZ+wJRZu7v~z%e}$5nP+jVP>>7`F#T-NF
zU4zp3^V=ZZfcUPIx7|$bFW8>wcH{Z}W$6kl&7GG50s&v}l5E)a71HY6feElLuv?38
zQtZx}yAFWtlFEA?-1T4g_dcV34thQLgipu)_gh-2R~&On7<VVB`2?H)%_vvVkf}p;
zr+s2ksqy-z=lWXb$<bQuIFAOlCwP~epU-(tQrsVqqiN5kF)CgZ9q`()CwF0s?_Dy_
zw(%~8!mbRjcaQL2dfY8FeH&1+d8e8lldUV`2U>(XORi~iGjDE9gY55vQ0f<^2~W+R
zcY+o<q^q1H8V1>}!Pinw={olYsnP-rWwG+7hY#N3`eAk7?YLWG6<LK?U-gf8%~9~C
zv$`glk!9dqD%D<CT+2zO6m#1s{}k-5D$(`{)5LXrpmqAaV~~kdkpa8-?XWD0#e)AM
z)l?CR{`-wZvT~QD4$rv7rIl;+xVtaQtq7WkUqMsKZQ3uy+$OHo(ChP8n%Hwo*Lae%
z5uX~?xpU7O3MX}1Fel`s4Gs}xeUnv_N=|wnB(Ll@(}YZd7Ghdtl}DO7j<0h=P{u{O
z@o|_uYpGhx=JUK3QdQR%v4IJjP8nRPyi$ei)GCTqGVC2&66Akh310Y^%%{f11EYqw
zLX!&|lzjc7lcqUq))kU~U>y+4v>879R^aU&NsrgwXYF<4CS?qn`4Z~;OYYCGrT3D%
z29(#v&Q)AZV*^np0;USe^hENs&EK?>w4-~TUNxs-SgBF@oz4O=6EdnJn$FXkliL_8
zQXT=2o!0=3?`LDYbA*6;)b<I7@Q-QPt`Lq}YJxWfTBaU^Q1vi8XsBoQWM*6U92i`m
zj@%y-+leWvqhM}t6^0v0ro%`EK5{%OG7+@+y?Andwx5s<h%Hg^6;e+pg%iLjMa*Km
zh#0v|a4(bC3bAdy^OKG?HkP<6_E}&OBBt5|4#ijeSwI}DrZl}m1qG3IsGWMgmX)Fp
zc%lY_zFWAX*BUBsptTnHU=@|l`)6dQnoh!fqCAcn8)$g0W!z~S-Ev9E2#O)cEb?An
z{SD@MJUXS9(k|E1G%YDceb$ssGHodOahFc=fK*hhCft$ncLXD*XSEvdFx=#vNuG5D
z>nx&`l$uJv$@tsH${yMCNoek?7FYZhfDY5}nAXAzX^yXpeVBC+7f9PQIPrLi`DIVW
zcu`o48X!sbd)I+qW<BfS=JEvB;~ibM-?AK%x9x`y;<R09zy7f-{R^^6UNgMP(5MD{
zIIDB7WZ}<h0v=tPANARlh0iQYZ!J{~bVCXzo~^?BP)Q191qn2NR_R__drhF7z!vZE
z*!4s&9kL1n@`KbKz97Tk5Stwcu3($29agh)kNi`%`Th?rvEdbo`VC<Ri>l!0m{}Rr
z;Ahm8NJ6HTt#3)5br7-UPk+8svNc!)-RWm-*l!Lf7NvjL(@FAXjyaO<Y$@c>g+L|{
zmd1XZr7zG_n<-RXUR>p|EqFLi0M~D93dN)h-&^}*s=Pp#sl@AyU)L{bj~pM340Q0l
zxG4$9qDKv(xEtSeG`cTy=;!L4(oQC6F~vooegQ*fE^gk2)}`8C&Vj%0y`j@EuHq2i
zA<T&khD}>!&NEA=%r6!Cs&Q8M_b<JIm!5#Ts~{>rRcW%ev@ElWQ8vl9<oV?3XBg!A
zzQ{4@0lxsm<n8z0so%{R>qH9i{-an|^KwGwV^E&+VTF-Kf0ncxxE4MzGB>{nT&f$t
zaD4-n-Y|<nWiI<~Gg|PMn+>(K-M*B}ho)*<7{=#88^58SMuq&oX|-IIFe&WE9c138
z96N`G617R%2Ml)j7->RE0Dy%rlhk@Yn3CI0Yh1aC;GTP$Dj^joU6h?03-y3G(_=_Q
z1H-Ubd=IC~7$w?~j6?Z}Clh@+EjNZgWx(u}NK%YZ6|`0QNsv}Hc6Q;R{0CVSa~%^o
zn%jID@}MD;W!;&IyeWM`n4t<_HI6iKFcZDGJqz19*k+~utFTCSM;HsMD9Fs=PAcEs
zM?jEakTb9hosZ{bP($?Z&947#MB)k%=~i{R;TgzxpR6&s^#-KnZlPaKS-Phv>!4g&
zzMoEd1u-=RPw^?ktiJNhq3J8a#I>}v{8v2u6jScc-*`@Eh;EN7^*`_QkC>`*jFq!u
zM;6j-_eloL#_1LPmAr*-E;eRq^dfR)#;VRYpj<v=ufK5^b38C@2nt}_Fg{ZU)ywbi
z!5yH>$+$pH;PuGmA^N=%ck7GyRD}BvT&?K0exbTm9==Wgw(*qE?%c;pM1MS;sG{sK
zadYM<fj+d*=gBLBTo3%0FGQfJici`kQzjC;q_rta$<apEL(ezU8R^~A$aAAKX+lt8
zp5h9w)t=Fz+w4|IEhj3q8cVr1b?Gc*xz1ZGgT08Vh>UKHHR&)YA*_gcdd!aLF=H0}
zTY@YSG}qk<NsXa<aOgjfF^S3M`)KEwCHT2SD&QsgbdhDm;CDhJ6BamJq0&mZ+T%q%
z&2>V5&+<y(FCyr>%I$($41fziZ<tM5d{$*Hx{CpmVqFuk*W;=jdV!P@BlY!?k=D|~
zV@$!-R`Ca64vX(&scK}-%4L@LUp8b4OGqU3ZutYV>a<8m&GXxOP#V^c_1utt&g%+&
zoPmp32OinFW*(>P4|>UlfiwzE2qE;XwjeZhZTM4#;@hvjLKeO~O+kQAzjmtffL)=8
zVYm`G?V#B*;sRQLK?43_@qSG&gQAFHR>KHkoB^cfYA{Nojmajl{2qtnS${)Br-~u7
zhkSph+B<x<+RC_jcu^LQpg>x*rSO}dG{J!^w9P&RudY<xy;txqEyP=u_zo45N#Vno
zckax{fF1`De*GY72?3dUv{e}ygO(Hhdm6GI!(>Zs_Yd-)U~aF4Xd<GV9I0lfHkmEN
zt&%(+a6+0k-+3%WEJX4x&rzK%>riJT*{Iwr&#quhv=k0G(FTID9RmTCj-mDvaTsH{
z>X$D<?llP~ACnb~*szg4@qKlzR5ALhRfI`HjSN}s)U9Kg(<~X_avXe#biTxkGE&2M
zgP97lnpJ-HJX>4a7iD~YVe^YS)k}AwtMSM-((^T7k_*=Q=5N35m$EjmONm_B3Im~a
z_ryfg$p37vb%HJ|KX|8^opVtT7t8K`nu&2g{v^12qup20GV%?sJyK$be%t7<sWkPQ
zF8eLLw}DJ@cI2`UznFJ@qvHiI>p7Ux8g6muH!i=J$24f6_aD=ng9R8QV_al}<NeZ@
z+HQCUFs%jTs11<htHNPyH)|0&HR#fWPAfd`nc6$}+$g*L1SRJIk|u5YU=ab(8hr4K
zemcSHa6UGT1aD75JvS@`rO`#NH6x(*DphG~Pov9LOVDvzv78ySKR@r8gD!$<SoH4{
zO~K<O;@=;FX0lhu-$KZym4y}HR*ha3T&#&R=`31jm1DAvH{@86N3IkR_snN7SD8Fo
zU^eT?oK_l2Z=ini2QFpit@KYmC1j@SP<@wfocRl+ej@<E2D!X8g&mas_%GN585oD~
zm&Z8xM(hu<VPa)YNSCXObX!%^zf%)Ns)-a@2P8(%->YdQBR%uK8267nZ0>F^4e_$_
zUO-HsXMb1upH+Fe)5v)9t3pcbNKrw%R?zZBcxAzxt_c?g##pKtYT-B8a{BLsXr1#M
z!yh381WdGi)9o<Zt(J9n@9judJ1ctqb~m5?bsJ8{e#f8&^@YN*kbUYC-NQMTJkdW-
zC$|gs5THff5s*38>R$4nHdf5L?68vs{v_llQK;XCQkn9vP((!4N<~Z&U1c{cVcb%<
zCE>)17_CsD{(-K8Ff3&c^+hlv4?O7~$3onq0{x^Y*q^%3^ot0@&hcRBzb3`ng6dW~
z4HF4^%TkruAct>Ryt46)?p1vz6C8F0R^-=sAt}SWF^3yAp`fb-00r&A(35!hAI0Dt
z{%i>xg=Y0fZg$h_8ACy8BA}P;QD~2yaVJ7NGMuF!r*d$EyxQl!N^@YWrIocbIP0)U
zFVyl_8jK^z{eY+q*q*En=VEpVG0_C;HRgBK{BGPo?gwV}j?KU-@S5ZeKY+C-<iN(a
z$d0Y`=n*S2P~+<-7M>t_at?g1j_D>vKdeG-5OP>52~bez9wu}CUm!>OMN=5)g7zPu
zygZfai2g%Fypm=6<Pl&Dh=pEG9d6El8L<>z5<t_%r9S@}y3t@{+BHID+z4fIJWpug
z-m1(~ZMYK8dz;n`JmQtJCt4;>o%ypb>;CphNQ2(7y|kzgrD&T963`O>?JJqai;lIa
zPYll<*o4l*8$5jlp^X_02zJ-D6D!$A%5oJV2~6z5n^`Q4GW?LH>KEHz89f?z2S2}T
z@=vPYokiUvAD6E{<a~3S9AtFJkBaxaEO?w>L`|keasv)w0VnzL&iY%d1;GuA`^8RC
z8+Qb2+1ZmEm`n9;n(OwJlHd_~PqlrDvOIiI7R?I3)sJ0cWj6`ew~t9DYubw|nOFc`
z(G-L<WCs14-4X5ew+{56zC%`^ol(9)t$+KmcixJ{pv!*EvwhJgQtVUL%t#l*@r?o0
zM3{^5xwFQzKC1|>@n#@@0^WTP-hB_W2Yj?7png7LVGng~CKwGsLz~>?$IDi4#e<`|
z9O~5=DSYs!B5jJroxfeSs{$b?c5~Z~uFo_fa@(r4Lgtz<DOxEZ!T&Z((-uC-l^};Y
z)H|pMoT4NgH1Y_XTc`(Dz#yw^a}sCPG7D?5yof-5_9^dPZiS@QZKTk-WQnoH(?*U&
z`0c|{>~W=~A}XZbANZVqp})~dHeQ!-GMV<oh!7i!m#9Jtr<cS#rwwr<$aygbO_#d3
z!bhLVS~<A6+gk(9>J8X%UHWpq9M{Zy43s1rxII4r+p=4A%F?eBQcUajgJo8vl7WGN
zV*=iL@HWZCUIQzw;n#V2G8S=Xc%Vu2@oI%IWh+8*IJ^6$Kom^T1R~IHKQcGxS9)gg
zd!Pg&R|oFHv=HY+CefBdc`<>0%Oa-1!4(gVCm*Z|A3QW-x<0I0|M-LVFJV?^E5Akl
zq+e?H(pFDN{mGxL<j?+~y<Q<VUNOO^d|t_eKulW-1D&tew+0!MEkV3X6o+~yiMhEX
z6En0;dVpVM$<AGyaN;OJ+X+9dJ_us0e#|(1DT@V`EV~FC&oar-Nr^#_7qv|5M&Qe~
z^E4PKxUV2A&{SGYZ^;wC!3^fIp0z&2Tg)Ouhkv@GVivB-Em|oCkvSvH+h_rED)(W3
z?=^u5&S!nJympeu5f76vo7OVnwU-Q-CI8aE$|9)QmGEg)x#!%re(U+}pRXpLw03S<
z2E^Sr#qOfNY+*RZF>B#0{?-7zk*jAkQw(i;cti|aDE@)+iZtjO#R)PmKE7cPeHoHX
z0V;>A-|`ck;iyEL!qdd;5HI7aIyMuQ!i})BbOiCbJk!o~Zq#VqvG$xnFX3Z^0J<Z*
zJ%_!1(NNLU|5F00FumvL{%71quF2b`QMruB7?elk)&Vg|sYdH#<$C?;2TvgLBYs^5
z#>L?X^XKu2XJJMZ$(`*;cw#nyP@aLLVo=fC*?oHAZiK-nPW?<j;;k3&pZHX?9TTHt
ziV`STc%hePSgkhqSE3{IsrN@{BkGv-`|o1~Kr_wToa3=H^FE7pp_wBCeI2v38N}OL
zOLslq#@Z`G16C-;<iN9EeT5-|4~%?(#!2fuBMqC1E?7LhTV>_f!7y8#fh|iM{;3HQ
z@IlY&Bw@|uhI!!kFa@@oOh0tW?FzUq+!ZxI$;ri4Lqk^iFc&ioruBfALE#Kl7}HT$
zWZdGpp!$`{O)-Y`mG}7c&HlYY<E0fyurMXi1Z>a9fa%@K<v_Y&n|)}E@K|NxJ3^@Z
zV+MIXi}ihG7NjX7d-nFr+YP8Vd`E<w_>`!|9t;QE@?#wn2`3*OYpkWSkghCS&durQ
zE#5q9)E#*L@WrFov0=EMgg?R5oBZGG^tZvHbye!@+lZcb8EXkb=j0OkmX5+f&KnLB
z3GZi<EgzXN`QkT3G(cih;`iF)$2jPayNM)q%zX!HVcP&Y3`E0)qNjh5ij9ME&Zf0l
zUN+7a0%%!-OFG$aTz^%M3z)w%mp;uPe-eDCV~HjrW0Y~Bqr;2=jKV)Ec+l9QC@T!2
zMB2Qrchn5J7&+&_n9kz-XIw`xKSB37T_mi;+1B9sWU!Qfo~}k$hOvCt@|bnOBiqK3
zzR(lBR2iec!*w_R1rj#F@Y3cANiO5);lq}O%v8_Cn`GuQ8l@dU)9vd7*)|`JSBf=V
zL^91tm9JJ;3&9zX@imcOc=~WO_FB@eK$ol+yy~E-;iNJ11a6Mx*Bd&bw~2^%|D1rk
z=}CdHohn~mc5zPJ+~*1e*qB`lrt9o=2YsJh_i2gl@_eiuQF>$-H_fRW(UgZFPf3U}
zwg0u`y+fmVK_$Eh>VJxMwYWTwG*}mEaW3uPi(`mYLS)EEY#l`BGuM+3V`gBqM&CX>
z=N7~yU`l1~dZ`XVWZ$B_MtSgohtS@(zs0sA*>bOJKIq481i=kODkc?`UxgX%Fk5Ka
zbLoTLq&4Rp<tZ%_r|;|GE0GL}WPWd;jW-Aw8owRLMa|6V2VPhl8v@$)vW5Q6K{04B
z`4v^Zd@;Ta0Mu7QZ&a~97py&ha|AIx!og#WARv<$7Zf}pS6QJ-sJ9fl%QnFAAtBnN
z)U<_+Go`(C(>XveB{P;vw}Bf{Qa5?OX~SM$yFwkGaQT1;PakT)h*bJSj=ovr7ahp8
z4`Q&_@T|j2s{mL(gO5PR93TAvN$BGh0C*7GJ~KA^oHlF%+<XpF2S+4wN`Y>Do4O8M
zYi;vJwbJ~M9TO>WKVO?9L-pF*6>`_>xv4WNU!yqMZ?ya5%(dG5GzvTS9h{^X+zxjN
zt%}N=6g8R_CfE#BLuAddRkieDzUn`Bh>c2m^^Ew%kWPiTI7Fr*14p(MOP46QG_(=E
ze*%~U^sPUBV_Fl-RkiVTrt>UEKcx>HE(g27JsjO%xEch&4ZoOEG-n$i2|t2M|G0jQ
z8k@eh_5RDNs%l*OfHjgbVuPP%#KF-G{eFhtq3IvGA=|-)Oz;etDuvgw0KI^VZX!{$
z&4&VNEPwVu)b!l6%jTPQfHT=)18otk$ybovWg9z%dyC%=ip$-S@YY-X1+=m3;(3xG
zd*Tphc=vT~jV3)Gp08iR671Emjk~AdO-pDUsaceePjU=8G-S4+ds0{C)YhJjFtj~w
zmrSIMYh3dV!(t@L6=U}pUmBRnK^q&3D*S9x$_}K9okj0b2wJ3Mnkbj*(uC+Se1nN3
z0%v?GMaFap%R<G&XAq2`SJlhFsOWA)kWwtqFwrJcV=2717d(cM|2zh(zqwC@<A!8;
zck?s}+VHshp|}9rO^Ex<wXXfO&qtL`2U6K5P-%_Afh|NmPq~>pH6%^sI0(R9(eD@!
zI67|mx!GB~Cq|#2#UK##Qa{deCsyeR|B9Mnvn*JYz}Z1!!u>;!{6Uxorgkuvb5>)A
zG?Fj>v*%bL7xfPTeu&9@N=98y>3G<rDog#rvsdMEqzjI%Bs2Ek%KUXfTnb3KB&Q)E
z;Qe>{Cv>VgL8ti?4)72+P)|MnuNva+sB9oLF1qWR%)oPE%m2P<#zjnq>%qy7{vkyt
z&LaoE13Fu6=$iE3_(sszTNLJCbve1mvk6=!`e~yx(_iLBrI5Hk;v-Wp1JK`OvV@TV
zR(yv2(-<MDDdsv<umo6%)R<xXEKB_GRt8I|iT%yp&{H-hfpbtYw1KK3@#J+|eav>v
zwG!D!vXY3bi71ojDoQFUe*MZeOL_5=GeWg1GG#Hd^iLF2H2y0e<_d~Kc)!N1$7P58
z(1<W*x8tQd2*ri<D9fVQ+(DtXQ9E>Qq*cAI>7f-fI%Sx<#(PN5h704IwP7J*$bd0S
z9UD2kT54i{f~Pu|eteNhvCwJHb@ihh2XX^%9C{#qi;AxuhmjQV!q(>oGZFfGvK)e!
zNBj^S(Mp)DJ6Cl?<nFxwc(bvA{>iogm?L>bT_>|eMBtz5vK)B6+I9|v+_H-ldhp?`
znLUn7N=O@>92UYl;M}nMmpco+Y1gw_a11>`SqgV1Dwm7r@{vhbavm#}W6`P0VlY`E
z;B0s$9Cj3VN~2JmwKCsDJj-Jf61?=xIMDYB+S>$*jC5uICkW$UF|OX`epY?Pmc=xC
zJ(2^5<<X#hCV|IAcAbSII1E_H>_sg$0eqK5GJG}Yj<tatMKcppyTUc@+YPt!nlO?B
z^|oVOm$9R7AQ_M;{he0ULV(G<L5x#kb5maC(Ne%uZG+#xY^;zQ`r-EYW2SBa^!kfu
z<B9sj=a02=BW-O}PZ5&PR0)4N?j12rak3wrKn=Qi{b`xSfNU3zG<~g@BTB6MqK>rM
zt!P#yBK+ON^TNg&M>SjTE<m0%U(?UTQBQdKJYwpRN+Wj6$+s4X&6-L7Rm^G*E6>V%
zoA0#yRI(wJBeL<iH3CgOPvYRT#)G*4MxpMsgroNJmueV$Eox}$m6&~LK(zTtm8^i#
z_V07Q^%rn~{8^PlJB1dALDl*51A)c!>t8dQ{7sRTDWV8~Grh{lD|3`~ij6dxU{DZw
zuaP<3j(hIFA^WbX?2cr?tb?7z(J7adRbyUVv9qED)bCZRjM=pfj0Q1(0zt8e*#@SY
zBr@B~pd}1o40O+oBa}SlmD_kTXVX^?{WxwN(g2Mz&H)l7Y&Cm-`Zn$4ypf*d{SK)e
zvfkdE{d=CnZLO9@#Nj7w%5tLt9bevUsfP`xk4;e;2tH`a87)dk+oBq&#Dd!YQ+d4>
z#KC@8iXSO*JxtGrrU40At{r6apoP9AU&mE&t;c}~ZFt2yofIMy_dM<X!dXNFJ~zY!
zcdr(t)gGTVYq>32JFw3k>o>woiY9POg;kw30~+~#q=|((rTUgLK}X2E1Km;#+&r)M
z20Z8cn#uu%RX<e2W9P7|t)8tbGKfKLNOsIuk(j9x494A=JoR_rdPxtycDk35qsKS$
z*S=<&%4pk@$#>u*bf|uagDD`E5{j;@)?U@^eQ6Ju9d{8wMM<aV$EE&D5iXi~Q{C71
zEJP<kEbVnv|MGDQwWyN};&M7@myl|a2|n0?k)m&k2G{anuke2fsoHc~%ts5;4rn8L
z5#97k7NcXByshI6Z+YO%L)runl;cF68TYSwOBp<<U8qnEXc<S>HdqQ{<1Qrmb>RdL
zgU77+RT1_F?f-<h&%9S>S?n|Q!1e7+KMTDxc$au>t}TcUFA$buR$pX#Bf7xzUIvV?
zczaiLxU1IBJ24#lK<zR8kGen$9!UGtrr{fnQZ{yv8SR_s@&Wb+Oqssf+-#@BaB3-M
z<DRiQ0zUp^Di8YsHY7pG620f%Ba7X`R^9CY6-$l|ekPttf-Z{M5eRw{Oo@Y;XuJoi
zB;L)2D_UIVWxmj8LpCJoYZA8<tn=RSzija0-nKK8pHB-ipS@WB%9#t7?1%0RO5qU+
zHFESbK|F}bXq#O8thF>1Mf0fuI!n*D1Zo4$XU?I05mfEyWHo+rv(Xo~hDZP69+<*)
z0C=hd^yj1Rb)uk4pg$=1L(Bo3mAlSPIb-+Rp1zeo^drk8_{)(rvWYToqMF|lqHG4g
zlVs$LJ8+^Fz2Wj8h*WQ5Ot0COXn(u|%QWo*e<yY6;S~IXWei|X+ap6+trO`a#@K*p
zcmcXW>dl~7cY4zD!@aE@0O#4YbLWeX8f!Qd{GwP6b0~3`Ab&_~Lu<6=8r|<zlwaJf
z^DDbh%arb|c2ThD^)YhYV3zOg(8o6aaUKfNR<t=M8O$!mPd-3OuD``P$ngDpPDVdT
zlHLRQC`<Kve$mT}sOTqc^_dz6nu1L8qAVmpK&1_ThS=Gm?OFFF=-Kqu24)x5R85a>
z?uHMw>8pL|ad5v_+3jPXsRJ452xe@;s9roX;bd%Y!T1wO)LSNV#S;JN>@CeB&$fIT
z8M|0O(v%&}ipxt<W%9XQoqXEs5}2=6qJ1<5VgzQ&9wJzu87(xg`B8-rm`q*RH(B0b
z&ld8x1v!qhrRw}Ib7}n#T6Y3V*xRxxBFY|wdM!f?wD8)`TNdv+ThE4iue`0>QL`SN
zP2S$igoA&pHBePczdZlCd^Z>MP<Ec9Ye5nqTQ*Nd4v_r2JpF&Ow-X-q7e6r<dSNFY
zq%!-jv*|Z-e0ZWMwa?_}V`pyxZTxO7Sbn72VSJ#$x-LJIMCHwr4q*~fN%DlvlK)0X
zey!fFx19<qWqbLjfy8#&sGjo)gyG(L3-=^jh`WGtNjYd5Db{n(44#1G-Kb01oXZDb
zQu;+tyr?y%N-P3761$3ffrvNiKOa>DyhQpjggJ){r{gMuw$Oq*w!H=<aj^N7T-{jO
z@Wg4;pK(#SDd%iThz(!%iCUenlcm$z?Tv>+4}}+?!`uwqp{TEx9;A4;x=At}3CZ9J
za0D{rCu`XU1wzK_IqVbr%38PtsOKNpI+khOpwhpsUyNsfriA#vrbL~%s?za_H4pNr
zf-Hn_i5#?CMUgxA?t<G9)DCj(J_=Fnu6!NF5a6uwO2vJ=27D#iGs5*tiqO0_@{9^|
z0nic7L_UJl5REV|_1Yfcs5$u7<>l7zt;xwA-x<LPmGLD&ZR%Eiqunt0q<!@EMnZf7
z>*)QlN)9_n$&l1tKiRf(yIq=#LLaidqa2&YtKTorfb4o3YTQ<%RFWQTthH%`1E$85
zp%+*X)++V3>7+G1#N_j6AY%`?cA9};otp;Bw0oQd*1KYdH$)8~1Dk)BF^c_B0!|hI
z``)Hr(c!>`jD7XY&8YTHebT?{v@xmtO9aLj(2Ns<IWuHs^+xnh_S}WeCL9WIxgnLf
zxJ7FdF(G4!uWk{Z>qc>sHcAnt>LT=f7J4b*)wO(?{sa_UvY^koW2;^!zmpPtT(-Y(
zez!LPd>29IWQ1?PB;06#<RHm$+O5j{&@HOTQ33*vLyDqzyxC|2J@t<lD4Qrn_Ngn8
zY41{K08h&9T87zL!fccB*mQ}IsTL{Rn&M<B@(RyNNGNff)a4$MvUvK|Wa3O*=E3pB
z6~}5xFt2xbx3sqZ{PO%B&s^14^fcE#LCl8l=JiXGjy|KXOUui*kDu!~xe6L+{jj>E
z@FLLCYs|ln1>FU;)evk;U)E3GP<e`2|4qewM65ZeFlQjW(9XJbFhj<Y&XU@9bd7zA
zQ&}*lOq>&9G9~?a?&4V&>|>{S&Y~1{I-*H)x$cop=On0_@IB@V1kjyT7^16c<AM{U
zXf9?0t6{#1mWj6v+z>xpNgRb;Z@DG5Q*g^FPP^;4@uvJ7K#zRT(pw1vRPfWIOYQMv
z8>R1Qoc8e0Xb>8VxS+=VYYWpva*d=Xau?2#=T0P%Fzd9FANBE~x~urbe^zeYcYQB2
zj^ou<hmd*Y=C7m%B#lOR&B6PbT8_<2+WhOe@b3kzRaVke*4pE_;Lr>I=g<qw&$xa0
zmU<I&WX*|8dhOn!pXCBNznX<VRY7m{=~1fgQ1m`t;G3k(Fdyd4{9B#Js=L+z#?^9?
zYP?V=qwDevh|e=wmcrrOi-UQV=y;AdhP3(k_Pjr3+-?-CAxPwW?vR32j*)P?oKMUX
z){O<0-r7f>IX0hu9r@64@2vVbM3i8t-q#ld8|Ocx9hZHbO&jD<pa&TlIv+KzLk~yt
zgxOg&+Wb_fgvfk2-t+s#ApJI8NbxoP%Qhcd<8qJDDC0qMp3$oDvzJV|7st9+yeM$j
zEFU9DG8Q*GKw?s`fA+(kG5zHyKweQ22!IfHd~?)om4A1;?{5h7YC(UAiE%mGs={F1
z+`ul~I2vH?8AxGls{64ztDvOBq}~$++!BtkCaH~Q+tUr+B4-)x3Rc$E^RIij!RFSj
zRzewsq>{rG`cxFy$J+lZj%#VGuR{!6z_149G3p4?3OVTWy)a-&GO9?eK|$=G+KrH0
zmvS)rA8R6zn0U;+_L(Nk;g^%Z;hc@L@o8o#f*ox)w)Mi+@mh2Gs_NCXETET9d)x<?
zjlu~%cr*nqVisd~l4GfgvTxqYhncu&&yxj}=IUH;BH^7l)_n&BktlA%olz?SzQRU$
zPqdqmL5`DpvD@2`@;z+a7pd%;gg&C2#v&Rk1q?uanrgdeaA+w4s->OYVu;R$`IeNP
zCoXq}jmo)SJ)Gph!}0>4ko6-s|I@(Y|JyAOqE^sbo}0hnDd)C|>Q?vrQCll6_*uJ9
z2Y|pkx8<?Ut&D##`@`y_Xn+BqgQdAwQPJ`7@y~U|#KhVR{Z9Tk*P|4$Ah2GD7x@+n
zVqbR*=HiC)d~b%RAih=*?rgpF;@l9fG(GCE@snpX%CVWUk`o1W$r5sDdT@R91hYHv
znG!>!J$-qtLQdcDEUGy3&mb7wvhrK^<{M2)g1nDkg>NxBI03K}JV1DB%I)@AqFuay
z+)z|SQKXZV-^ut{Tk$^XS0j1OjpF0CynX@E>BPL+9rufBZZjt*5SBb2vQ)0ExOw2D
z3%P!wZ*LBylXg9nzxbW=%RC%@A;@5dzxzW3;J*<fl?66UY#T7}NHd47wMU!SOCcl|
z+s-%DGm7!C^)TvRJ-p<|WR2~Cf5^MUn#dvq`d^XAxUG|w@28z0tY2Mrr=2T3w-pGy
z1jH!?c4It1e+NcJDqj8m8RfIg>{(pD_e|oIux2%ot)-7@`dwm)lY74Mvb~%1qq$->
zmS}xG5G)N;fBJp4uznQ;^G|`QQ8Ow7fGTsl8Z_h=1mmivP%ELcf&q6<7~(a!;$8Ph
z87k+8^%2U0IY&A5o;M#d6y9f;dK+-#ph)Bf>ThZfdzUVw4{6GAdKEdN)s4jk9PPmq
zI%@N=T)7?MH2{bv5|sTr8$XoyjZhtgf06Ua_}i}lxzbMq15GwXj#pdsT}{Bd?c^~N
zpJL|v`bfE+a;fC%H@o~yjWg`z*%?30i%fx5Q@=+eVz>M>Kek=sifuz$QtP8M5%Y0+
zk+UgYD#Win#vp{;Eo=BTK1BJyM2EmcIjI|~+XXfej{eu`e)28c*6WLK6j<VRz4O&V
zGtPmCuy6r`cK`o^b|b$R7HVPQxeazDj~4>;E#{Yi;qEmA8sESdco8#NVJ&y9ubxD-
z`*i3m*Rs1au!VrH3N;{1Op*d~Hn+NDd006t`*h&>aSrFh&C&cAsx51nm+ajX;IP|H
zVX_>EWQ{8K;jZ>4Ago<vjaunX%e6kW7WaL178L|PmvHylIQj>$g&76*WF{uen+TLr
z7akBponi~vnPg1i&z$aXsv_u~Fsg!FS;V<$({pa(Dg(s}_n!p%PaqBzL#+J_P6l)>
zi1UGg=UV3GJ42Yj18(#H$vj3|>uj{qk{&S42CwhQF(d60!(Zg#^GY>m$*Z@XjXzYm
z7XVs+CSN9_D|;zrSfA{($+L8%Ii3R|sUFV%GFpdb6yeijL^V3m@AL8e;ZojTSueCI
zsI*^n6KiA9^#7^Q&owkMG?UBCc5O9G)_FNOHT|uuSW~g<*2=h+WzHu1HQg{5NA}Cf
zVy^5wMztgE$6zt}`o)faQ^SDU#pwaA4_J9#fg`{g7Z<mBIDs$2v>V=>qYBW#k@8W=
z8w+LbTl$SUyIifA*SUs8#-UV68(5Q#S`^KfD^2XGAK;!XoIG6V{cam$juWNtokb*B
zX}Se3BEG6oa?=$XHzZ=5F3(Rk_6WbZGmXoaoryk1>_Dc#1mpF3hKG(GBXlbyH}O=e
z?sx**&zn@-*K)A1;V=d)8-FVdL0w*O;GUz3GSOfN6ZN>q#6`p?W)Ap<M*kyJhY`yb
zW^aC)FLgvdcn^##zRwDpIERT(Mrs9koP0^jJM6yD4#ah;c;>Pe23SAZ*yZ<^RHb64
zBz&g)h`Lb8hk8Fg;^dM`dFL&8mANx8ZlV89SX(Z#D16`Ts$WU<2IkO~cVPScro9LY
zucRCki40jhgnj2qt3bcxY<PspVbj}q;|z9-HS)0No2(y9enxQM1ZMYPAZveEmLik$
zmL4k>I*SY`15{Ob8)h=vFhN<4B5Fu{8Di{2BzJZBDlV_zRlRCY`VtCX);09|_UJc#
zE3I&$Gk*ApnU6RJHB@>LzL2kaG#D)|KP<O+vl(8@Gt`ei)MNj(8T$*?!A2dm`9U7w
zH-X%}{~a`kz8y8^5<wfMt4q=Ee@i~4`}+Aa|NnA){&y8;XtsR0U7M(=qoeccPO{~z
z%w|1-tjmp(Ci;G`0*3sKR$pN83*Sq0+Bj3}Iaz?#h00nvwW7UO2cbW(y*``hbm%Xm
zQ=8W^G(_0i;}KTeB2>%g<k#TEV$H*@_p%)e5`K!3Yi_I^swy-GKn^#xZl5T~rX^>H
z7Nr|_B21%OSR>-qD0egE!$nogS=Y-t=?!A^;JHikkYym4IsXRT86Ovetp%|0z2)87
zy%>bn1B;48<F{GrZ*wr64F2`@OGm-Nn52n&42=A`CG4?>IOW<HVVlHvFOfen*@f0=
zzK16(X>2s&rl~xzVyahOG4VX#fDs@7n&ZFwkm%8y&+wDy&WMh(QJaVBTe^(8_A7(m
z>k7CF8)UU;22Mey%Vyg%HFrc=Jo;J=Pbh1RG@d4Lz;9wJ1JDegk?nsqDE_s9&s5yH
zIWd7MTW~^7B17bKxzfCuP-?#?mBpmx?bo+AAXklDKEOoGbV2a6{o&hpq{Pch#Y>yQ
zwhSoMA#y;}zv=U~Xg_5$FS!r@N@=jz8DXM@V7YU{yC%BD@SUXfb{1e&yH{j0hkAau
z!A=C3ulXDfon%Ex*V=j+Z{|)~FhKXZ;Y!l;PvB;HJeV^rbt!Tc=iRsz9FgEApYy$R
z13bjw*)FO2#hV@CO>ow$a+NgrdS6g|p=`1#DDe5tbo@TBa4k}LZ8AqU&E-c%=6SCF
zkV_0!2i$@GyFV%T1au8uu1}o}r(FsfB&_kBo}ONw`D1oO!KMZ)iBewQHD%AuMXHV9
z-2^4_FryU2>*w`rIY|{=pL`6jowf7&#W2O9O~6*`d{uSz@hLr~ru(!}N2Wi6`?rA8
zAeL*^^`k$}{a$P_D;=ZwiI(Hnd>XvW>eh4}in4NHL<i=PUQiGwtw-=PWx%W5OGWsz
z?J3pP!ovM)$Y~;7((>HrUS3}Aj#X?(?b^=F(L<}(#<{Dqu&LLd8AK`hW?$d-^vhEE
z-=i423oUcpGJLgkaefVq3kLy7|Hg{scRwBn?XRqc?Z0mO{J%oY9uvWx{r&xD+@T&+
zX%j#C<@_%yO7S!u&SOUWyZ3f?%At{x12WgFD#{u7I<HY70RwMX*!NDkP*=A?n&L-*
z<06<ay&BPU^-F<QSoAdl<zK&k+1c9zz?}CQGSpKgzRLD=?fw3x|KZ%Vsn1#BN1ehQ
z6CHSW4$BGr9wz;1fBUYi7y3SpfdA<(z5~L0!jJN{0}=aeM&d6D)R9)%-C`@WPJL!h
zePS!39!Rxl1?De-5X#+CjNQ(5t?%i+lsMRzF7;8`zQnn4s<O~YJ!QaTr?`0WV)32V
z4tSUA8yj`M+$$-Z?YXC>G)up6IBRLmb#&B664cPpEJboAd(nj2{+b_2ZVJ_LY@ZhI
zaTgjT+x53jWN@a%N9^uZY0?^_8Qhzk?(nAJH!`cHcojcSbJj>NBDs=iO+*$5TZwU;
z&WYEb<Gl;ZFnzS|%pw+n4n$$TG5GaT;-p$FzDwZL`#h;<>Q}PQ#<dX4W#aei5#vRe
z6RG2b$(I)YhOFG&U|xRw`j95VdM#Q$iP6{1=b^})F?j9mm-br@_FE@oiF)SGnjb{K
zx7;WaH@sIPrNvBxzN*tPn>RY6F>;2DK4R?x8Y7a_?`?4XJ}JISBYt41qZ5CGp<La^
z`-nL4y-dTP{h3OYQe%5f@1F0R_w78lNO-mrLGAk>{@rnFPgmFdOE84TJ)E6yId_mW
zx6eAXV{s<du(!%p8F5W}Icq^=-pAF4Eqvqmn2di6>AcVEujFlvm4b*jD}R0x{%f(K
z{Wo`47}i?%?jCVczkV4Oe0D!aXYjKpCZ=)wlbM<q<3m+F3Dk@2eXg5ZmigCx6}XDt
zely(@Q}d$b(^XhY74SzbtEw~2Ubtt0Xs?1`;rJk(lt0xS952N)nf;E9-;*?9xg@RO
zWNzEy{LRnse#wC5Uw%IHc%3w7(SH;Yc3g;{%MF?8E1-icXsT}GikuFP%75-mWrB|r
zC^{i-mdukl)eM6V&e|pl^jAvmj2|^&eCH&-jCQTster5JTCVs5JBfY=m~h!spPshs
za}W0^ooO%7*?9i!?fuuJb{DhcgMARklDl+kG=)!M*#!0ERwMLo3yy*IW6sG$+x@-I
z2C-nh#nGw>Mu(qa5EpXpzt*{ZrBGQ*XZc`*Q2)-<JVbd}(Rur*_dF+IUaDp8N3wBT
z+qv2gyGbT#t=8Q=sHf8Lt6ouI@j*TRZfm1O9A5>P&dDOj-NQtCah=x-=;rYRULocz
znd6&yd<9_&_pvV=N%Q{EEd6S7N${)l<d?wY9YdVpXfk8Af<JIJuICjr)jS=OJz2?U
z_dIENWu@sifpckt??Iu-AH^g?TJ@ie=#-shk+Er4@#7EeK64qy=D|i456VpJjW(SK
z4G=3K{P^w0E`zJ*$+{Y6Atx)XWazJ-F1QYtUGNz*f0H|Z;S2x<Y3n}t)&=e#S&`n>
zN2Ylm@{D!lmK*Bl4yU$uq!X)hgyYW`9jHg8Uw^lR7EOp#XzY3766kTsN8ap!mkEY>
zeUbbSy<td>#wjeA`WF9Yk|q3meYW-w+}PaTM>L&%0`)fL@%@?pes(YFzwNa?A*^5h
z#f3auX{*<}oj3gbhDB(Yj{(qWjb}&_VT!>kw5!7I1M(r`Kp@sk@-7YLBjPgCHS2cH
zRYDAJq5G54?zj0U&dQrt@;oUX65rq<I7m37^O;>usNy9-=lc+6!Uu22F*o19T|a!Z
zQc1@%Bx=#4=l=OC=c{|)Ea*JFUt|kagju(IAO0K`cFR%zXRr8LthJSwe%N%1=!u5!
zQQds+10U9>&n=YmqkK2boxOSt<}jB>0#&i-9LH*Qix#N#(eo%sA2clf0g%hXXSZZC
zERn7`#wfkRksi-SvN;4e+%D%N=>%xjpFIc@QPdwcjXi}z|HnW)_6APLnU&U@Rl&?i
z{0?gGzO7FJ!q<M@)Q3W!9{_bAC<B<6{buf6vOgDQ1)KnzRT02OVO?W`Mr%EYtYsxd
zW@L@Mu()u%&<RPr)Sq;gb#;;r1;h(3zgNIfBuyGJFQWga_-chbXc6!bS%k;8@zPd^
zNkY<QV;h<bzW0C!n>YHm6<!xEP&@PhskDdIg!DJWg`)Bg6K_K)jOr(JB0JNG@bfEy
zgW^;21h2a=gwF#c#UBf5H<HLlf>+<yN)31sbQUx;q;zU%ETx?<vx$YKN&BAq?szlE
zk4QujPhRr|DSSjM+wu3#&p&@YDS%O`-)$53T~77hX0!q;M~*|;V0xz>^S&Zb`X-Op
zjU~T-h5>UVSybpl=g-f|wbkr;kU#DlOH9m?7r+#2v!+cnD?UO$$1@-WX_x^m1#w@S
zXj;JW%~2yb>_EH-WJgYRy6V7p$VLbrajyrZ7MJRJ@!Gg!1PLk~L!g(hh9~U4Ph!z0
zLHM&9s{;DAqw8aXDQl$Y!~{i8f&P!SVB|fG)O+qfPe)}d6oMZ&ayL!>)@!$BZkbc-
z0;TnC9N^d810bO3T;cGtO+vYGj0W_a-A7*e0b++x74g;Tz+!7-PY>CsCYjzplHW21
z+Yj~Psq<v4>CQyoRZ~+D(M@jE=d>ngGzJzTp7z{|h~Xq%M6T$Ho!Lryp0?oC!5il@
z5s%WH2;UeNV)&`JQ)J35x=GH$I|(<9JZ1wskd|pLEJ@kJ3OalhdtSeK;Ud3)o@SCz
zak1S6J7V5R-ch3ul1Ic!zK<;f7}oq{?Rdi{bX}x+%0m@|hleOs`s@+KDXpLa@)?9R
zD^TmRE~^T2iYIjtE7HCr?N_SLq_d58^5=x8$8OK+m4ek8zbEw9qlkc%iMbdW^j8{6
z{ql5x#F5g;YHss5!Bj-Oh)Ll=!y=Ch^~lsfo6p8TM#rEwl*{NNLN7Mo=q9yn1J|ce
zt>~%v7&=>W^r~Y{+pd79xVXE`F4g8jGdXx4JM94hBm$o8Bt_qp4x+tQwO0_idI(*-
z@8`A@S1a3yPaZOToErc0C@$}Ko-z@}D?RFEr|X?u8H!)g)@HHk4*oYUJu{hA6TAlZ
zFzqaqKa<3OBVN|1R%!V)DFuY<QLu!NcyCAQl%`C%oRl0hQDigk!ha$IHSJjP<KS}5
z$eoo>nLH9`EJpp-p*AtnD67M}xhI}GD;C&hHW=srK?M7NwZ<J+4{G)A9<|)`>-U~B
zzvfiC#)@Tvl~NwQMARLnuWa*McRSkfDP;u{fdT*QMG9fDmOittB+vL*H&MdoRGGtX
z%8Js?n|a~!A(+J&j3W1{0DzSR;--HlS`FXlq*LWd^88i1=$@snoILvh>V7`rE0bdM
zSe6vc9T4KhJWHcMD`)|>Z+blmQx}W?UZ5+918^@-Z~b=3rYjaurR=DPi0w7sUoYn^
z@y~d6;+bqh!qs4SXQey&VV4{`$tQ2Dki=*jNcm=Ny59P*`5gIUBdQYUT)^<}(34E9
z6gH1amLDmax3?W6erGb)WwSfpR;$R>Mlja^FeMaK)}6Cg-l0|pX60jBhON))a;pUg
zI#061(D`X9S@fC2Aqw}OSK*77jJ~`8{_SE<PBVh(!(^@?C!Po19p|+A`P@P^>9`A&
za;coGLv6ahPr!tsI=B6Od+v?t=jUCD($IjNx*cgrhjlZl{MhT^Cx`|*>7J=+?8_$L
zyHwHYakR&eds7)GXx;esT&b{|yE~arAo{U##V;@u4xRIaK`+C<Mi>IG{&J=^d-$)9
zbV4zBQP1k{x0r=_&Eh@vxUM<KBY`89gzF`OH$?YAa4x(pA|iPIibKyrOVDrf4h4FT
zfzNH1W}za-p6CHM_<X;d&m^A=mKCK?lsfWI4>7iX68kW04G;Z1G^fOmKE3kr0z9B3
z?Nhf5zxIhgr&|S=@uH|y%X8Gn_yo3mKd2&?yH8yJQ3)`yv3D&~T_k{>bWRNc|KdK$
zJ#Qa}f{ZsEFB3qJKB4L9Bf+EAv<q>R7}!d)YK`C+(yISIPpzELlT+aJJHJS{0BkJ8
zwMAxL1?UI~3O-+MzdAB!+9npRxoG{zqQpe3Zb#z)jB8BkxEzrZ4(}By=I+1H)iqFG
ze;^M@E6b(JxEscS6WOObqE8cB)7kd!S?v^FtJf9y+jGs1w(yrZ;n6Bt%h%aV__aUW
zgud=<q=8ypb|@=is05(K14M)9^k{$0de7xFxn-`7w&eU7YE3J@ipS%4;|+eBIWqcR
z3Th(XOUjqaMgwR;4&tBg=P7?x_P18y2a`}d?~7hpgJCvg_ZNQBAhtgV0y2`4KQguq
zne5~AOAlsF$I1afAUNh;T<vYxE=el9npWe(Ij4C-1rb1ALn3tHs*cV2Y;=Nc4+otG
zoaLUuY%}G|bA&+>b6f2V?erYy*do*N`oo=<_WJGhJgVJou(HAK(;=!mdc~`&uG)JY
zUJ3<$kJgn9D{ymh_uUh>*y>%8UR=zOv|r<lb~GSP9RD{?<l)nMUa{>BivfDnoVlrN
zCUzS|Zdly!(f%mL*l84>*IcoFtK=x5@2ae*n>xEQ;j6w<XRLqv=~&e%e0f1{YP{+4
z;5^9w9J_H$r{?$awtea|mlkO1NoGehD$ILI{U(mDl~uf5sj}b|e`_14AA%T7wZu!Q
zO-Q}S)E43+pPv%$5>Co%6(voY2>X9*opo3gUi9WgKtQEIQjkV^=tfk!q`Olok#1C^
zLqxh;8l<E_hLWLMq;cpRi6Qrnet)~qKD&R5kIv=JxhFpFd)i;`^hAc<5H<(vkkvvD
zX&>Ay2R5yN<l<1dJFyDt*J}3$iu`5sWW`1B))tABT~ys&QsB#;pKur(<>~4|_I>R0
zAbJ?`H%^&T-^4q~QZoE70X!##_~dmkKN9SB{kj21n<2D0P-Ci^j2;I=np7hPqN42D
z46Y68I>7K@+E|o&DgDNR$|G+<Omha#(lYAxs->LTIcHPuZPGMIC3&(`_8)^(<}%MQ
zR7l7|PEhEv!O^P#N13jk^sYhh?*5WJEaQ{X*A?d!{7r8)w57630-|A4+<5E5RcfAb
zvAjtK4dmVDj(H%ebj1995`Qw&5eMugZ^uxsf8e<J0j4yd=uxp9ST+CNBKfsMuDjl6
z=gx<$b?uw;%A4~%+ACJEXX<`n$ucQ-w+JcG6Hfb~i)&5b%J3-Q!La$O!H1r|(AvS0
zC4b1{2V~6f=AT$<d#`%Ej+E5Hyp@&LGk(%T<vqLSi8#KLiyA)r0n?2(78SV8UF<Od
z04D(%9ka$L5%EU}O7Nv%wYYY532EsqreEw-l7mNR&C)X}L%0XRop(R}hDy`n^^`-n
zd?f8Oa}L0qzpW{!x9Vr7bwtR0F3sR%0~umwnfHmw_0jLs#yR2rcajSp%k?Hs$5_TT
zVk`7G5Hoo{>{<>(F2vm>J&5^47QO(kg#GhWHp0sVFL7|lzZl9x1qC7mzJZ}H!zL+b
zTorlXNe)QNjR)^6m!}|q<~}Yf9Fcx@w_t-#*xx3Nb#psCyFngS<b@ZVDhJ-gpof2p
zkXn`REa`gc(<Ni0ljrm}?ZBJjja}QSdCVXfeHGnXBIu7gN3Gm@dvCNVj0sKr*Vgu1
z`dN|sxUqhbM~ay*YY)wfy)+0A#gg11J0Ky_jWHG#xqi3U1N`IYAz|M1+DJ|72%>mW
zaAKEn+`@|2ALV@xM%KA<)-XR@ns!HqUhn&P6k50nry#FKeMk?gzv)LT+5BnAWg_X0
zT6C-vQHGd`oqbun14XC&3X@i%Zl6l+3wf(T7v^2_a-y&A(+|3x<q~rlCF;O}Gxktg
zkMQ#(dG!%3>jvBq7Wg1n6NGBhC&J+OBPw@w>-ue8F^@(&k9lJuL7FkVDv?k_JSPX9
z`c4_8l`E<(m1JOW)K&Ig<>er3P6VM`Q_RJqqq&j&5vP0Wb|}i{dcQmMUH<|e13d4g
zU~&4ByuW3~(!ZnpQ{Tj#uFtO=0@mF<t(c28S{Ea7O2WrYu@zsx*P-?_0M%O75~Xsi
zX~X?4Da~@P!XP`@nM%B^6;rH!P#RVI1RuJQo5Lv};X<tW1$oww(nSynmSjw`PDDFz
zJ>Fb;UuIWB$a<lV<sFm90oj#=$1olJLiZ25M{yIjL2k*y1N@uC7u}b&`iw1>KJk%>
zU!-uviA$0zDZI2CiX%TFqvUaGpwB}d!}r;@)yz(la9;pNo6dSxt4B2g;t*~shm;Ig
zy05)l!VR+(!qZGKIoft9$g=l?7t@pG7gJMgPc0lWNILcAxMc_iW){g4le50SsQ41M
z0aQ3lm2?Xr&gtx_C7CgY@-XhR2?~KIRKa^jh&{3UcId1=jwOLmuPXUe@e~tr0KMFh
z8LX)B#l!fMA}Y`mxo}n%cL0Z_!7e**EboU`*eO^5)9_4@hbA`H+Jbk8iWi4;q-`3q
zRq#XyqPBBa%)9_2?5w7}NK_qa?DwsS)@j5RLq4Hr*xY#W{53CP2e-BSYoMn0Y0p>%
zE>p&K#LsEc`f|=!hNXHF^|II-0<To8)UnD16WyK5H`pDi?y~a*HeuophcsH+gBDS_
zyJ64d7Xj@;ov^(g`^cYcwJ<;U+rn1+SC{n$;!9hp{`LUW%CU>miLigAy6cDyuKrpS
zQ>}V2rkt9sm>rJl@o8<WjD=)EjqQXWs_OS+Aowzep3xSf4(TS;OHN+zoXj&!>ozcQ
z5c!H33*v=_?{l!6<X8P5$jquEC6C*JEZ}{ls#CudM-o!J73n)w+Z5Wkn>;X#H`Dce
z3IpLi=~74BWcWF2qlhebki!I&lir8$nHHsC)KTQL0VTjo7kSw2RhwlOmy$D~L)EI6
z<Uje-LfYoFuau&WCDzOqpC!Bo_l^LeA;7XKbHiP{t=62}fZyRUVSJ=-+j<xT7(}AN
zjmV;z@nsH`VzG|GeKb8dtW-GZ*9GNZM`W-3sjy~I|8j3n8Lk>^-}z@v)1A525(9Pl
zx|Phy$!6VEaF1ox)ARuPlq{EG`CFeM;-em)_HX^A7TK=7dU+TNQtaUe84!-1X#6`K
z1$Qz`CW+hk9w6lE`I-2k0Gk+Ve!l8Bs`Y^x&MwPMLu*}hkvzC3(Vc%u(FIOwmf>dq
z``cl1u`_%;n#<5g)Ca=m(Wcz*+#FAPn#w1oQItF1OhK?6yv??PGes4vZ|wKV5?mh7
z2Hgs=7F~YvjRvf4^d3FO#U?jfxc83`5d??ItcmZa-XJEHJy&ffCY=e;#CLbEZobUI
zX5m}pd(-6YP&b?^3)WmgaUWT#CG^iVLtj#*CJ)a{f3vqv(5s6CpZz=TdDN}qu`?0z
z>SoD&*k#{yeYku&ZX_19Y(FskRfnC;hjhgytDTEeV9Ne~PJk4F&M}|Z;pQ!5JUJN2
zvBa!x!z9#KM}T14yz+XQFKHLfe!Wir44{J7{iN%G+!&V^_b!Zsy>QW-OP*g6+k}Ou
zOSVGzA;Ux~*LBd{ugl=WpF*p8&icH_gqWY|rG9PmT;I&RsE)|QBB3K~#TT~gyV79n
zU=p@0FSJ!j1@37^hsv$<{I47wTFSRth7Gz=plG>v4Z(=5Fd^bTHyQR0lj6<h9Dj*z
zehbb#mygM4pH~B`cBxUYS2RyKua6`@B+x?bDu$F)a*m7U#ZGNx5zbuO_w3=A-4a|>
z@qC|3OkgdWDF(3MufxwJ^b#SzCMm7q@sgUdZ&3}MkI=vQm@QF;44p3I_B|3rIeHWC
zTu$`YAgYZ9*~6gfo^xlfbnPX|xh|hu^%iU2tK-)FJd6N<>C{mJR4mGKn$Ofi1qW?T
z4x~yRsog!j$-qIk<m3k(6OAGZlPU6F+4t~!I7IC7B?s^+JEctTUxU|rST%2K6fuAL
z_-Ry&?gX23@ud8#hq;dSJ~~Beuo^sZpR|lsJy>GF<23dmb57El2vn}Gl>So@2mOOv
zgGh=uRQ#$)9fqG|f2ZxGTLL(*we`9mVSdC6uNH+>)ZY^#&@WF@?4j<s?6;ChcLR^&
zOV8Zz-L<x$$^dO_486V&N@@N5{lv{%^->-`XWozj0R&b94wk=%gPaNw-nv=ko~=F7
zdGkYBzQ34`jLwzW{2ArG%sVkdIZ&BNXT|lAp?Ws=sQ*6kMoY9|se^o|@6=b}wC1R^
z8Xv>fvR!8O`V^Ukd^?3-icT1{LZ|U;&#Pa5h5!0N@<%4+!%%-JvLpQ}<=s%f&#PBk
zz`pN~$PVkd5y6UpTXV6ZT~Wx>bQ{+V+Tr~Reh>5Z_XML`5rHh)cQ_9pdq<4_-tOv$
zokmam`2N0H3Gc_&JDY0h=7nqysW00EuUb6ypNe;Z_L;8-`TSlD7oZN#Zd*idK0pB0
z2(L<|XqbXsYWoq?zNi2^YIXHq=MI+0*$SN+bdGz|HGSqkyIa=gsG@~UF?(he!Cy`$
zw*mxZ0!WHhn_o3>vG>+DV$Yr=Kc@6kF2Pu}P*sW|JdtbA4P}9=-G7ip&LIlP#tyGu
z)xd~V3d-irw6IlTgs+Qm%kJ4><Pz$Q{Hp-oHN{d6ilNR7OK^h9&~*L(+*0zd$x@=1
zWy3LHSo~JdzZr?*T0ajTB2;oc%r$TQX79G0g2VZIF>VBoCT#l$qYdFxps>ueok+mp
z3^&bv@lO3hwG{MD9H&o?D)!IH$`Es)gYJjcX5oHXQfmVroijqQPdPjHr}PB#?Bt6{
zl!l*JD3?$w=ZCwzkhdKmx5!LzKSrAYKT9Q-)sY&dBlP#VY$DH0ma5P57|8oQ123?S
zc>05+LHt!ZSE6$qIq3P$b<LGL1#bDhcl>m`%4mVd`kk3v9sT_J8f(TMuwma<QEaG!
zerZeYUrpb(|3wCzNOJPN-NO;<l+#L~NIt6Pu*ynZ{@W%I@0f3`KnE;_>K(&UkddjO
z4Nda|u`gmrkye{B3u(-X)DT*b^DV7YqgC>n99*`kEn|ET_L5HL%0;R~EfrO~P1e<?
z32MU2(N7$y(69?PuHX@eEVh=HZ5!%&PdAX#{nj9vV0+&qYFzvLa&n%199ZqYW%w*U
z?$8HA+~RPBZz~pF>2T1DeB{GROfL?-cQ-}nbG<DALe$oT5AmyY#hK~cT|Re6+0Vr}
zxb<u$(#Zdjoo~nhm29TG8RJ@ULha=bS*C0{uDdv#e1TTJ$AzIve)TR25SkZZ@6%`m
zRmnIz_5JLWtnDl$Z|rDwmgw`B?Ajx*G^~LM!7jJ3Y*hBg81RA};>14v+Xq4Z%X8K)
zqUhr(-eN`|69eX1WKQ(L=Z(7?W+P^UyD@|hzcxoWwY<xBzUPuU7?-nujthy^Wc0sZ
z!pC*Jwq&h3)t5t%SSaqfbYnDgs*shjXpahIw{B;$jSvx2WG2&AxJ*+SabkSNR3Py_
z8U^;DL=yWPg24HrG`fWaHj@gX*YwobkTY`?FIeS6A;CR!%$fRPB1GFbw&)owFFM7c
zhY`XKmy?xk_4T}SaEY^ufnX^y;?I8)ff+(DvcUhnDCzMASTNC`F@cc%ffa`29ju77
z@YIr^;k@f@RBgU?sK;<8R?ypzzf1%XTCe5k^+mpHrhDZWe+2^gc40oq&yyv1L>2VX
zYcGe!5)1tHu1spR6TdmmrG@0d{6NEul^K-}efk%jl)rYda`dC}!q{0Fb&N|BGS1QD
zR{N-AEdP+2^2hlih~HggS{1Ypa`2d|7`h4{)INXT1wzkWhpl$)aO_Q%)?3METlSMI
zMFUfyNkjwLFVp_2IK?@7tN_<xc1dClKW$c%OkJnd#f|+?o2n8`ig<WRX^q!o5Dx52
zf8D~p)2=_7;sH_1O#|AMHa2JKQkXlzN?l0{PH}3G*I!bqKExb2xA<lt_m+7RHjca4
zAEE4<u)Y2jao_GrDMKoAB_8`_j|9I>3|o?_dJKB+u2pl+SSS~5TH@_+sNW~>xjFv7
zpW9Z9)N&^`*G^D7Wll*(&=4Y4g`G0zD<h}}iBo(^f>_6A81)zY69qyYa7f3KaFu^0
zy#sxboPrE|t$ofC93=Uy+CD)IHryQw#Iq)~WzW82y!8JxN|2$L^ZbfPAt*)ep?w%q
zb;1T)Nps50@v+m*9i1_k*j%QVcH_(4)6d_)Z>VfTk4Dud(;Ys)E4l7*;?{6Bk?~|5
z;d_en(9w|`?_~yZnV0kcmqE7Y{oe^l_Xt#6)Nj!9D8BCEt}<{MsGV<U;{a*Sf!E13
zSNkq8h%UtAoN?Jqs&gkjIjnqHYvH_iBT@B$)xVZu{3d6FLIB1CX84@px%QWR18qz+
z@XnC|TWr<21Z_tZ|F8xEotno~l7XOioE7KXo2T!|q<U*C!%VI}Q1?$u|0FG~A6v^y
z!3!zZfc@U+-NsJoKAOjrpt&>bFxd<4LvVb`{=*6vxKvs%%^+W_g<?m7iY4$Fj_^Aa
z!<VnP4{~--CoZREu{gS89D>e$g6PvT(0P6K%!cX_%<24P__=kSTJvfV5izZO9_R71
z^IHy0MYA7Mbfry%YN>A<tY9D0^-sP}6rS}RTowbp>c#fMKU@22R2LqZ??0B-wr)Qq
zLNIi#>R&Vw>46c!E9tD_aY2VjsNa$84_4m4w}Jfc8?BsM!@9;MYxdTntub(#SbN5a
z?1L8Do=-0CR2bB9#UF@(Qj@c^T>|V5A^=`U|1-njH&|PGNK56#s|=B9zVNwUUSSu$
zy2yDwFO=>Xe%>l<Oj)1oOb%J0u6-`kEV;We^udE!U1?MtyZG=Uczm>b3v=t6yW941
znO2+==x5H4pMroFp3uO3kA+W)mv_a1Xl?dS@3y(2T13-85mEW^`7)>b`(;?lJ`Gzr
zl^<;8V<Z8p^KghE?^hlfa$n*B`1}pme||W_ElS%GivG5Y=k1k1CcpsaJ8_F}|Aw7X
z18be|2$Iw+qMDukNnj1HTrr~ffXaS5O8+%{+Ft2ORic%VbiTKVylywFN?t^I73d{I
zCZ1hkpJl{~@n)Jm7KPA7AQ4ztS%-5Sq^oGSE`%2Jq?{16-aAi$t;od%g4KHx@eb4t
zGMX|^O-6}u4$hyEASP3zZSU5uclI=fQs{rdD0fO^cL}#UYs{^%BFap5UeufMNvcj1
zdl>9BsPj^fAcO&~pGpKV{f;Nyqz06vI2-x1IN1Da!6eqZE@$b4%Iaz9<PH_M3NTMP
zc(hY*V&k_mCju_vZ)Fbvzy6U#C4cxkF@kY2>l+Kp+wvBnBm*$m)4Nm)I)(3<Jj_jA
zoX@OozM9~|qASX`18T-<(4%?jNFG%<%W?i#V2g+Ht?Amo2gP1MadL8UQSl5=8b=T3
zMn*<XcIN;)+k@hjuP^q82M4df*3_lQ96cQ!4*)a=p44Rdqc&5&jK=Rk00W6tflBYe
zg;rm5drcQEBUt5^U*UA%H%EAbM@IK`v(W;xlSGC1B`KJ-JWQ3~dEGsejp|MlB7%#L
ziozc&!bZV3$oBL)V{~h#B38sM{LHoho4KlZY|>n%rWo!myZAm@`AZeP6dOcMtVvDs
zl^;h1svh=m;IL~&XLo4T9R2v<as4lI9M!DFTKXqH6YDr}>G&!wOp>r{ccsJ1p4cTa
z)#|Vg5WRa!ZAJJL(D}XRX(d?SQ8!0@(;~JJb(g-6@FJS0KXbH;4a`g%U;0el1)3FJ
z(xgBMzA3wRz5Kr#zp~cCF2ge%XZnrt?!MF(uO6o(aSZD5JzN{APdo>`uQx|gKT(%0
zC=lbeyKnaRB5&CdXepAexxJgdxn8`P^X0fW*}eE}dTnib3CLWW#56=mxqc1UOLWn?
zcoErtc5j7lb#-;&mY26TupU1j2}K$8B1<&5xs+iI0;ijM>xf;4p^A;d2+mPUm5gjb
zhnE|;wnLZc$-0{~p%>lgl-q$nJFko44oMzD7HJpw(`tOB`~!q|Y09tF!60%-3G6<#
zcO>p}`(m*GbFJ6R<7_Mu83T3h39f8>!>_nSKVaeUU%k{yUYI;A^~-)IEK<$~k&kU)
z@yb7-JfS{VKqsX;4^(*I`tlvH>WFPTV(iH;c~A?*d9p@atZ_36x-VNq2^+EV3212D
zpMz3jDT)BkyU+XGgpjBZ7|7&J&UlbDG-Q6HPj0E3z<r*AoEXkg$48Z9X8)2y$M}y5
zwzlh*h?am;&p@*3s{(HSej1|3e@xE{Ouu`tXL#ypYe&b#IL$X5qlRpUMqsVIU{uW(
z%7t6%YFx@6Y&L(rx6qmv#2ttn0FK37Iqf$W?Kf%d$TZ-sW^!Y32vVp*Nz%0;9r#z=
zrsaxRm0?bo5^=HoRUA+|-p}MCYQ5R?=X%;=Q_2s^6}pyREEs{qvgQ%Rvl)Sr8H->}
zUU8GB!EUh-oRT|SsHpQHF(rv&RDAbKtSBXKR``&Rxg<jXYuTg&+nnH<&?2)(b7TV<
zf7k!i?HrE&jNn3*ma#h}5i~%X$G#0vmB1L-%)^kKM5J2+=t^{E>BZyn{>5J*^=Eb}
zH)A8v%OP#1*oC;aoXz9XN<<fRIxcgoALy*%p*_IV>w*27QKI&nz6T|#Pn1|oiW=*s
zh!BzP%+crJ;9W%f_bdkf46*m}BF7vmt*B6qjlLAY@en^<@U1+xOR-^iTS-Apt#uPl
z%yJ-pdC+BGm6mLJHEDYFUg`|pxpdfn&lS2eThqI3^t{asm=t8?O@hawawW-sxMA!$
z$8(5O>G?1Ap;ik?iU46{Nc*W~P2ZVups&-qdql`iiz*?JrR+f(575B7YZlOjBQtZ@
zJY#ByK0l}(mcrxh{w|J<v-LhY;!p)t5u}dWM`=#oM@GSG0`n`NozJ+Fcy>0H$OP)J
z9du(!OA!}w8}&my%_3shN-+Nf6WEbBshdn?o)hNHi(p%lSo!5uW*3`udYH)rx^>lJ
zA|j2e;kgA38Bm(WN$EZY4Svu>6Y2<`)*-5Kl##ZxFzH4v4@QGMk7RUUw$O;3GEEO@
z53?QnQi>|v%>I6*5k-#Q+Ri5{>FXE49CsF-{qf^Y1XcSX)gj;7&6?VEa0!^}JbABM
zVWi-)K9o_vOMAUcd;O#GGQxl4_+YsU!w=4vRgHF!*~;wvok=L(!<CpPmX?+;3J#Bd
zL{bsAq^6|-zhxyQCAEhGb6;yY;^=<j5Nx*nR%gm)f)fR;^fMrp>2rstrl!C)Iw$Wz
zPez4vkp<w78B-6)i5p!N6%}*y<<awnR{x}G|0_Ho47Yl1+AFePgqQ4OXkgIP)FiyX
z82hS?=b=f{*m8mGIbf+%7reU~AJTT(c#5L5*yIdwrXA7fQ;WG}=P}YQrG}_Gf$z}a
z+(Vu`3g^d;TN@i@1mq@?_?XsM_TEwInI2ltzktnBgLLt%YbkP`f*-{EeeCq54;8L2
zjL2L&{tTmSpD}uy0Rqn3EEpLz>L??FiIwhtzTDDd7)AG!G|j1>^fu)R=<&vOraHTP
z7%CUSOIG8?g3+!BESfU{D`wf`(@1o9>uQken>RHl9_AdXxf_NBjP-Wkc~z>IY_y4M
zIF{9A8`66N&*)t{?sEsScMrcu;`av3pT&@5E*Q?=$bSmiVbSPrCz`9u=83$K#Dcxx
zd34_JiMj{*{p@B8-}wPU2URbYFgJH)ePedDM0<`zWre`Bo>IMD4C<{iblsYJvpwgU
zCVKZ3r7N->kSVFlzk|pQPv3e*kj)G7^B-&u4seRs7DI+8q3D9yyP$c?YIEt-6#}!g
z{-a}Rsx}O0K~Y)eLm?+KGqX;>W|;qDGh+V^qOP@YF-0m&FX~L6InxTi?x2|=Yd@0_
zr@cArE$=0waVyvwzTO$0r~!NIBeHQH6%0F2bADPwmM@-j!VeB~9Xj6O6mdSkxNXu5
zklbE88u)yRH{$$wJIiY&{I}AylZgSd&K5|;0-r}LF%+bsCY0y89LBw*xc-3s{*WSX
zG<{&uA?=g)y2b4~n)6(}BY@5Arz?!x{E$8ACD1n+uoiiLzEj!o9$-E+J1dSnTa9(?
za2t4W!1Ca?orqb}icHoY<r{XLvgDbbS_<tW+6NLh%dTSZy4j4vyP&ALHysdHLB61p
zCJ3Rt#KB9JT7Ou9`C4>YCX|||Yhc}c91lvaFs-#NUpZT)EQKHSo~Fw0{K0Y%vK@hD
zNv%_9GKjV>=B}&SH4Sz0IE4R_1%^+in)!kaozS43FYcBxq>Dq(w#84rV~>kql`+%+
z4-COkRX|2gmmBt?A#`~?JjpGQ(%ljdi-LnfzOe?As=oeF!b}5ge0hu(lGG3-6f;Ej
z8<8!iqznE-O6z`d^}D`$nBIdyaeqLhe=&V)#1=YS=Wp>l?-KYeFNStgnq2uWO-B(f
zMdu-`2NLV>GDL3_Q}h}mf0LQKrK%0i1<uhr9@o|{G24u$c)dQ|T$E^+l4IfNg-%}#
zaRqI!XI1=JPm0IPS|A<JrTH~u=J2fb{YP94esX(e<#(K;LD9I|G>bCMfQRnHb6#<#
z9)8DpMosc>>XCKvFMG=>$ys8Iqzv3PT>NpL!q+VDSU2#)xN2r~0CszdR?f_1N=Amt
zVWOeaC_R<w(fu9M>))mtj3Ovk%wz-JQiC-5BO^{9$?I-w>>~0bzC-OTI-$PEKbF?k
zOy-!Fm@wFE!}bhlT~tLYMUdj^Ym{L_>LQ2=I}g7(uOGr-%I8)Jw7drSOJ4tCk-=9-
zY95i+l@*IICt$)pr#su$u>aU0Hu5PKd+yxn9}W8vXa3H|xSkCeBHl-gSjr952Nn-G
zv6NAVJ}{?p(;G`$$^L8p#kV{`XG4{Rsnm4NNfE=6uR@WI8X6gn*c)^t4HIil#e?$(
zx>c<?W^yhIgiSw&hl>nl-%EAUt_(AYd_sKK3{1zPzz9hi?&?q9jpUU(f8HZ`CC>BR
zr-RyY3k$aX){^<LN<*1wH(C~J8+Xxisa`#pW-Ug7nx}m5%bDouko*t=4L&}Ah6wc<
z6mn7kymDRvh)bt2=#p*+AH63=C3jizrBbnI=8GN{kFC>kx@5g`Aihoc#>-Q(3;Z>O
z)gYw!!9P?u=BnxNVL$6kE?cW&t>^|HW2=_Ji3vuafbb(#X-BUeDBAS}HBVM8xKY>b
z)I9Ar_qm;oR8{fX@%=TuE0T2;Dv4SrgiX1Q(?lO0N|7y!C6u<~udR!iT{STw3x~;U
zB(E~FOxybWd}6631I+wehY3!+qFO?~VMEL#TvYIO`*VbxjE=m`ypR(R-gB~bF`7Nc
z0x#x>zmwXI;lqDDNwwiekCx&N51X!HZ_Z*}d=R@Q$$Y%LUwn4$O)r3kaZ%V5Y=sbN
z-Bih6L~>?iX2M5xU&T#n#l^l`^g|5RJEmew!7sauGJRgPU5jX$pseMOyJ)XJMl*On
zN}>=ek8a)YfaI+UaiJ**N-|>9GImtf74C+FMx<@~e%Bu?v|IW`Q|q(%dtNq$iXSS|
z9(1bc6PqkG;Tt!{M163NyQRaow~J5;to>N0YGAw)ZE@?y=4;tu?x4x=BY(wpU3K11
z8+iro&YBR%6x!gsov*mMUgZz}0fWK7aus1SX8%JLVY6$CPrZVs<QWIK&+fb(LW=X)
zE@Uw5W+2O4S<<0pg|?XCqktH;*&MOM>Kf24moR&ng^XcTkV@)_;<={)X({{DhnCb(
zHstiJ-}x9t<mLm<NHm#2pwO_ro~eHjRrHYbL$ch%SVzsgDXkO(kRrtd+Pk{H^b~f5
zi(y5A#JmARW3u77G7hLa)?d7LoEtq1Sm1V22>`n|R!<X8<8(hcpZl5n<!%I<*6at~
zTqq~E`yqMl@1-|t@Ljxl9O9%4x?cTD6TjKooYL#h=n>}QmHmF9arvfFHz(_-Knfz|
zx%cZ}WaiqvZl<jc?<t&*$|kJ-jl8j?JMH2JAoz(vxA77&leJNAb5Xe7&#gkGIA<dN
zz~ReHWUOl!Ve246DNwlNpMKHvz7x2#D}ThMb@;T@j+ock*{h3c0*4npYthlhcWhT|
z5p0?I)UfV$fEnqXFI<1!Ne?)@EJnfU4=ixcQ_066QK96JeWF#CQ_w`1ctwnbf07Oy
z>=+vK-W8sI4+InBCM&22>j?vD)_^7z5eq0r(rHt_1z~;EoI|JNmeL)2n8Q}6w30(9
zXh9-M%9<+4OFaQjE~P!?5Z_cuA_)Ge<F~zf{P<Edv$xNcGn#_Jg$j$C^7;57rn9F6
zI+N|sM~QkDSpo==%ugZ=tO;#Jp)HLx1d!MT+1{hwB{V(gWn+?J)oc<d(Rb5P%{v3A
zR2-b>7VuMnyLAXKNX-M{(06*m>|$yH_~TuByVSj`BO@7mF-aAUbW7LHlguML`|xjA
zfBBe#evIs9JMfBo?X>-RyWIyLr=3f2GegE1{aZqDQ%2NB_fK<c^&I1LdYwcpx!d#m
z0Yb5zM}7}voTdYIENOiKA$)Xw+MZPa5y71eiG2D1EEtv2W7S!sXT<Rh(vjJgrdy8i
zW?1q(CTBtsJ&ZjgNFq4#C6+H&Fax|Frkimy{6k6VXif&z*oy+I4<jA<bb;xxVN<u?
zX=%83Ep^00FdOe8Ls$=%@@}_9S)=M;%c`m8Hekbb>Gz(CrvotBpEHl9HY^z83-BF5
z!YpGcPFZXhCce8-U(SZ74m*|9dbuM_#tFG*%Wr#>uLy2*9GHl6!W*%m4ew!>wf(T+
z$KG-?r7d#Hk$s*c+82ia+6bT(c8uGA>pV5+zTDHE?9pld*5ot1MH!JzSDMcX@nyV2
zk~bCp_PIrX`cRHK%l}mt+AEFBunp*wc6u_Rc1{$p;7Dd=(bo_cTUdy<BM$4f8o})j
z({FMs?jgR6@oZV$Yu=ZIt+wyh&%y1#@!Y)YzHGv}OFVmp30l33tdf8s)4^;ZE3YRT
zt!VUVUpnof-7vX?wY1rb4u&|;h~WWk@1LF1f#I8x8B8)dvg-j7-0LJQoSvTaL~;WA
zls09X%u<=XA=kLRiQCr%(`olEzRc*9XtbaJiao7}#>d1aY683qux~F`apdxLqd&!_
zgj6#I!^GR!l(kr2`iSSjm1Z83q4-^*6KAgLG$<AH?pAv@rZ9qkBp5bp_JnaWZR@vS
z2G92v)BKpYR2Uxx1qEb0b3S}T7sCBhH6^h=q1)zxCg{F;;E{lO?oZ2x2g7E9e9uCd
zpXT#rDZS;~kD(;tq502X2&8Rrqf$3EqUUh;5uenR+i_!3gl28=Kth=J0(V>YCMn{*
zWpn12?=wM$gkKRZny3*;Te2|`I$Lq&MmR6x#Fmr(@8tCS-{f>F&|cl=+j0oi$Elqk
zl#5hpPxJ-$N+sT`VQX`|SOp;QuyWkYO$U}_(8l-vE?_XMO7L1$0%hoEdfGJYa#DR*
z9RC5>?S^F5os#A|skqw^aeFq2oYI9pU{A7Eo3hHM;No@ua0NDB%=+W_<1zE#zM$BT
zR%=LR$>~Ka{mCJ9N-JBDbz?q@q-A~jBcJt)b}nK)7Q_~#XW%>V#jSEjAQupQGIVRk
zE~$QH6KtZLPIIB)hN|m}f^L3b$+?n+sT(1$Ez5`ZfS*oSpA2LNRe77cd(Tu8_TfxG
z@oj(ED4myG5#I^Gs_;LVSW!m%-cOWqSSd|LHoQSyHkMcdpw0}wVQ%~+!7%T5t-xw*
zvGrW0!+<<wILV=NYKvAGBwkH>1}08saT&rQ|C13pK3IUoeUpyttbWMO=7-wXz|<CW
zW?{?-kN2bc7meke{#KlPjn`vT-3HBeZ%kO1&)V}#!Ajs)EofzLWlR4fiSyMKPwE@0
zpIkwq7^<pR813s4`_*Vd^KQg6812XTsvvOa28sou)x*Uw!D>tXNx&_6<}Szc=LdXT
zTFeT8wPcnF05{iZEHj0oq>QWBv02))GOH7*zk^dh8K}708XbHyu>}(NVSxJDB7!z8
z8|H`Utrf4i8xJe7GIbm!ijQ(fPxlgn*grSswrI<UZ2lv0%f8#s^O>yS<VoStV6=7G
zmXhE^QduSY1NJxJ4~)xnHNLjxSXn;X?17IP8n8EbOw*djvC`1U5f_T_wTFfi+e|%A
zpnuM6z)IO}SPNC|_-OY2=a$=BiUk1Q#02e=Qs7g*X@8#xy@=jvUnIRbjg2WdMbRUO
zT^@_;O-0f*TT|Xo3!s<1KisCrik3YbHeEsw6*m=<P3C^n)ZOCL(Rx)qPVhp$aizYO
zI`?{afa#VISLeH*C3|k3pHtKhdwE{bpvK$_e-mw0=TiG__gM--FM4yL!27UZ={Gfn
zDt?p4)23>q#4lG$5Bz|Dv?$R%tuAqPh(zirE_P-KY<|PXFU`{bOUJfv8G47gj@WK#
z)uA{5p6<(-ipZWOZV}dg?}*ggUYt>Krma&8VG9~aP%?Llcfr}Oz@FJtKt)(sjGROy
z+I1E77j4`vPPrCAkmeh96IiAO`3F5`FM;J7uJTsU&#U-M*)E59Pu&yM)pjZ18MYlJ
zfrEvS!d^1zTs{1aS|*eRHUaCz3CSq}bpPhLdfJ(b55Ty2-tn^tD^xme`>fm>Q`~Rp
zJ0XHmt&mIii(-~{&MnkyO1UcId<l&&dIkg|Gu<QW1bJh|^w-v0KNfz?Va(>Ik;~x5
zK>fB@M!tliQi+3q-F6>CV`5eMm`1L!SM_t);<p4h^AeMsYsCNY#F4FMAuOut*;_zo
zSzG?}{qo@+r|-0}=d!tg8CATfes*%@zCLo$=)N?_8qVXPJqNr9KG_~aCR&!AjGw^}
z-)0*TeTLAH9+<N!bZ%p<X>-s9o<gR@fAwa0_J-i14M6dMJ)r9e^jNkxc`io^(3YVT
z79jRw31oekf~-K}MSSwlz*o0p7P8-|%{P%&GP?2z6t>7Lma7Rvz7wxD0{O^E?duov
znYmO7&xpN?VPW1x^Ne2O87YfxE%a|8@822N(tH5M1R0;ITXH!n1*jp5kQe#47g`2b
zz1Lf(Jb&4Fd2c^#Cw}zq#_iO9jG!ep8T{g5_w2k94s~F2xlC+Fjv)9Dt0f{vEogL`
zfY<AL%dctmJDr2|Kfh84rJYK<aZ9~Y8QuBzuz9n7?+0g`)?}g_Xqc+~*D&P~`YWCh
znTAtVGbtrze*q29X@+`qe6(ulnukTQ_^^ag^zvg7=9$$Ai5x#%1=6;|XlJWQpYJW&
z;z|Rw7BRu1QfHm`Uw`1T+;dir@H4l_JYLTFCIrR`pAAOHznUJVH3E-yTo=J9w;V3=
zez)Ni?v1S31$T&yQdaV*O3iXprP)@&yOe!%q%C!@SGgHnDt}Ark%?xJtN~<rQVx9C
z?g~zt(f60Jx&BUP-%6KPcaxMPpW;t*O(@D58WspK(&cBAix3F`+$u0F4<#E=Otv8&
zLa+Ly$jQ?E3aE~(>>S5PR|Hi0Ux{Cj{Yv}@^$X0opdiq9Vm$XRYBt(ws%+U7BawdA
zRPY5-P5urQ%e*~~!E;BR;vw_5QA!A*RkaDQd+ml`u(oh0z=cq~>YeG*z~FSb%|G)J
zByc3dnd*qYcQ^WPN9LR|#K?+y4JD1t?$;-f?98$Wr}B7DA4PqQVzmQ7W8T`9HDcdq
zx_PBQcsv;=J5gZW-(M2AJ)B7)`_*{s;4xx*L5p6i(QU~jk@v_Dr)!dL=eGf8dkS_j
z{0QfB7cHl>2MC$zh^LL=v`o7@fPkwIw?$1yS<Y~HfFb4sgw;jk>t{}Js>4}6kbT%G
z(NA`bdj>19m9*{hx?ozE+I_j{b*RI&f?NCC(qWWnTMh8m0T`Z4-^{GM^zZxvglXBg
z^rUEsU3w_c;3+XKZHgaKkuX&zXSo*F22)U)Kq}RU^Uo62u-*pvmCibVq%hvCRQj0_
zf4IKNuxN^2+Na~VqfhBz-2TMe`_!{)oC}rs5_+o<6C%NwPkem7^{aU1@Rtd>-DXBf
zn@bISy%ePSY{~GfzoF+;54tyLAdGpwTfjPFG#yFOUjE+^|4(@MFg$zzp$sr3JF)NT
z>I%ORb#<s{-V>dF62UA!d;WpjkM1=c<%4R*piskAv9;hK?f0rEb7AaHXH{C_0M~M#
zXWtuoFz|+OrP}#LTHWnS*^^Z+$~T^gxfr&gNh$kjvs2+l?ce6XwW5ve^Oaj`hStu{
zrBu8W6y#I8J5Pv+=Y}h{NBvf9&jk@NFa~<BO+zRE2QnOu|C}SMz)iJAWVf$I4`QR0
z(${E3(3->yi50gAZX{Yq(+kih;9=&gRFo7N*g*c`uv9eiuGBEKN4MlkB-!Lo1Du6c
zXZ>cJ2JpmZEnyj{tm8_w5(-UB;oiO!?7?~he9=qBI#tzovYG0CJOdqX#>rvvtWXu8
zg;@<$eU&wkCYZQw!DU{^irdST2xbeOp1=8gPaM6l!A|bqN%`7IvVi`K|BwE>{D(JQ
zC*~x%_dNX+n0Oxy@(5T)Fb)~lgq#=BpA^JvGNFZ$D~<HOD+N5YY!mlQ)BBHl1E1;b
z`i-hsy*0tKdObcR>Heh-$VKyXN*R?CS_ltT_``NL#ghs}5GIh}-b?|=8|KX6RKLe>
zt<_qUIRW8gtCphkNJq%2>8>2G^75avmF;t<5Me3A;0JpZY5I#;tzJXLa~d~FXL%5~
z62r9~q=<aAVV%#WI%u@-Q&uoI3FByq`PLgBSuCWbtm7XV93-hz-LV0+PKS=Y%+7rF
z-_V~6E3AV0p*dIIw4V4q1u9Os<<d)w%Zx=lZJ1P&Z_gJuESc&wizC5+YJNrtP`aO7
zf47Pj2*#O82u=`oyjP+~56N0d68QI`L;f8WWH9&X4~8l;$jyu~1-XGSkWxx92LO=i
z($X`<OIqIMnY+9z9N|0s<xv)y*z-A%Y?Sy@?(Jbe1C^_Mk!`e8k_a-l8ix$mTOop5
znl~RC5Sf}xI%06;8ihccww4xv8l^;jB;N*$)E=9^YxDYJm<nwX;;Y<-4X1PYvat;4
zRYZnZDMDOhmcW-XY@$e!@Le*#<B;E$ujt4#b6HC}i%g-PwgvxmzxugoBywZz`~|2-
zOzPN(E5uFruP~QX4$PnJ+q!PI7aM3R$ng&{|JJmdkVf^FVgG{JP+j<pMO4RksCb$L
zXEPt)TM3V(VoY2Y@R8qxflA8)pP}fGrJXyfY`?#^_2@7$anhkB#aj**D^bdJHF0+D
z?_2~3xW9M;0s<<3&eQFuzb@4M@ihU%n&O9`r_}jVs3n@(phRAPwE$_^Pi}@KOwOE*
zhMoJsr8O@3UiXKb-CL!lErr30{oKN&pOT&TxvQMFONlPjtD%AbWmA(%d#?iKE<ke4
zL@Dwh7tEd<r!Z8_9Bx}Yz<r=eL|~*%9ggf44wv;usqTWr{yu!0^<me>>4fsqFk6mh
zzSU8&hoHB8xVZdiZB$GZRJ1r9i!bKGJ#fth(pnZa2X||5?nBhd6@8c}caHa8;j6)H
zqa=I*`+gs{(ylL=q&KtSxl9}9Q)Tw<!}U@*l~1NZ(TYIlc760I#<yDIZ=IGXTxaJ?
zFSGpYujs1920r{bNirp4xq;&_NME*rU6j%!p=CS&u9&G7!B0^{(^RSPt*K9p(?OF}
z?=*3jt>AMPN9c>D2w7iA#`Baz`nq!*h<V21eRWupiey?e>I{7FB)IM5V@R}@iJ7&X
zs_GxM>QMu@y3~7daI2HO9mim$jLk^@7mYQXY+ao4_^*bR_wRX7;LfbXbWBEg!})5+
z<ux6r$L7>5Vt>H_@QCVe*2!S&n1aI}7O<dcbRubvtVxsUpxO~`$7u&Y0Zn78&e-Jx
z@T6LdxT_yvGG{h`XzE))Ia3E6NKPj=kguVBwt?O+S+<luC!3|)kvV4ZgfN3UlyWpy
z^i|bdtqHr)K+N<r?N7X_*v0r=zA4Y{ywVmn7xbu`L*FMgUS+v=*0b(w!WK1ux~M6H
z0v%hpUD1y#E%MEZtSsL(%{6{%itW{v$b?Jp{IF8>LZw5+L#&UXlpAZIQkQg|uVx-S
zDVmKkWfN$6=yE;JA=Bq4cx;Sw;Z)B=Nl};_YseHO6EyhL9DsMCN)edc9EqCxB;a+I
zQu+7vgi-tjVxnF?Al0CGTS|lwmy&;wVTEULy=<sv2F?jJ)y<!v{80J)O7gxM>{Pk*
z`QnTR9+*(kTWQXfMJ6WS8dt3L7gUA>`fdCeUA6_(?3&1b3-``f*h6gr;={CiO3qMI
zGUMW04d`5q<Pxv#Z!CaTE-YKqfGg}MkZ~&POdE91es2NPK@-o!8-2RF{A+s-GBxR+
z^;r}Ts8&d7JL?@6!ckHKM}H(d-c0Jg%YI$Jtv`V7^{!G023kNlnAq5r{^&tA6IzL+
z=DSXEs#XG^mV0fc#XY4*0VB|dIG9Y_YW#-i$-88~3sh)F6#QF%9RkGv1;9*MLgQdU
zy`W?ePQ-uC@fl1B7>x;N{R#(r)b5kiTV7$_S+9=iq>nnQFfR+Hk?ry6O0kKb<J-md
zQa?ib9zfGxukmZtgBjGz)tyDL_oeI|Hk$FCihJk**1PIGLAWP92u#-9yNex)MzxF!
z&b+nH6-%c0H=oRjIRaUdH$k!~sZLD_7kk@h@9%mcAYV7Fy}}tGif)kUbC7nzc7^Mc
z2U=M@hnHj+*w~a&@UMAb(LtECDV;A3NItoiC00@awGICx?m>-$wJ(}R0ljNK0*{EB
z=v{{n#zYng3ulG*i(49{_v^gJkKd_=_xQ%)E7+xY7dESj$8R?5+fbk|GKOp0CwZ5o
zbPVfV#E3o243nvDP7dbnsFzXtYA_Oaa|r%IhI>;LXR1vNHp}RjNK}&e`X8n+|6sH|
zlJB-I6MXcR6@2vR>bU>9>0`t!=HJ>``S7;})`uvyP)@i|eWt(<fJz-9s0>vqKv}wV
zY6hgGeM{D)TPEWCf9``VjO7yitk<2kk4#Fjx%u|Pyer8gmmNLR=x01U<03<91D~nC
ze}=+O1Da}Q`n)WAjlpUT?g(0Cv-P`g00mW3+Rf0A$=_oo2-HTGO4i@0?E1>_UX`Zj
z)ft8J*)z>sWP-NVG$J>Ee2snx`Yj7L^ox`h#5DKiNw_U93OOW1_JmiF<xTal65jM7
zzrTjV@K0ieBSX9&V8tIpsmm+aqgoA=ZGdino$<ezv-h_RR5V9_?&%`CR06#m;BGG)
zcZf=si*7d(-3DDr6E+C=Y^Fi{>B5$vm0*|4<t6E&E;uqFQk}|XrFl!^1Hdt?;6k;T
zq@Zh}zE7pq<V(^l9KGbZT9?qdTfS@!$3K;F&%SwSiLMLEi$TzBufsA9PNxwi8{$uk
zY5SU6UrA-}PPih#-%`x0DA_Yn9Or0COaAgVqH1Fs7B4!bk|+Q00(#l4Dckj4A@xq=
zwUo4tBnISWLQ^g7W}o8mJ|){GHOC$~htoc{!#=y+KD)y{=?=TY`+HB}QB~KuCun;g
z63iqRtgpH_&BKx6t)gjaU$#k&U@V=Wf=RkH5t5if+p5QVt$ZgWM3;Xpf~1n1$Wo)=
zu&1({ouX@#1aX;ti1@p5R!I)F-I`p`kdnrW@|^xvtPX^-mXS|Y6W1GLQ;^*vv9hgy
zAGd#!eOdJSZw#-sEiy$A*v<fXA8Ly-Qu{HaK)%73ss{U$!=(jtU6k^-kSy}OJ0DZ-
zES*TDY$gaJaAX2n!9XC=zPeJgyfFHYk+pL~F3qCiw`nnO9M~heZIF9p5>f6+YOeLT
zryIyzixeZc(#1n^mP!A`ry6e&P=pvo@DAFzxiMZdC$-*KEBHn2%g#U>K|bc3dH48f
zqaHfQBO1%bw}tbTkJ;2DSzKjYN69ji+h2$W{MJg(Ai?)~b4l?EGfPAOjSO`-1&%;n
zuC{Z87$9!GyrhR`9Am(n@8zA^uk8J_W1kZQ(26f_w9j9d6J=x))$__l4xozxC8xiX
zx+T*{!Izdhi2k;TdjFYQELap*DqoqrpJK4+BdGsui<p|_tf5X7HH>+(AMbm?_3!id
zo9XLWwB=RSR{d7BEcX=o+W--Tc;ej;{hZQZaeWz{$LcylBv%o6bK5RF>;`154MfTB
zhJ@a28#ysWMcwBfimuXUfX{wSq~^YIZFnd3IYtD8W^cI9pwZWy<>RkIOyOW7lSP<C
zTc6!A(ownOiKQAy=FdWH?~Mr!f;L-(_nXaC;yg!*g7SH$L1P(}haaMMF{2$Z&7K(s
zJfk9aU@mLTZmg+ltO=`kY_;yPoc|+RZz_eqrtt^yaYfF;W%z}<GphM|!1vEE1IhO%
z>pVqx0=#0E@a?hB#J1;JU$XqGu~Cl|bb?KB*C@(R3xC|<1zA4rCWS=S6zsAIP65<!
z8{=Cb88E%o?Z~+tj`WvEI{72{yJjBvHo4qB=b{3;(c-Mp`9P*Zh`=oOq_l4YD}<n?
z8@WuB&XEKhEigZqW#p<HPi<3f-kf%8Z!YdQ^MhfyP0?e%*g}gbibZUjI>?}npC3nm
zvl*Py`<lvpwT2TY+rNIiRya8d)woQ_#WHEbGMn>3z^skm-4jK45SuNyCCRtczkw)2
zXdg|CZdK$UmJeT<W>5m~Gb^1Yvi+W=^N1c1?P{|opTJ!AB$m`BkT)F~5(vbi@TPxr
zmnc~W7da4z#3^sNzrB=&l?I)z!0vqjtpTIpWO7ge-)cu~0xNPK^7A;IIDhcDWy|}0
zPrluYQVe3KgJb4hPQLb{?e7(tEW|TIdrCmbtXU+;0n}$n<P=$bPDus_C+}>?a2uaR
zjMXDgz~db+gItfLJ(=BstfF<}HG0XX-|-iWPfL-6s2OBBV?4bFkrEW#y2^b#Jz(xS
zxnuH3?Ap7cxba&i0c04xDop5Htui^bonckcO>TXTKJN9t1Z9IG5NoeJ&AEFtTBP>m
z2_0UHH<(wA>PUy!AVBAdB@%?a@ZwRKMom8Vw#WrQDSa!N_|gEJp5p$!N`Y~5k00Kg
zf@|R+kXBusnL>6K3O4UBEE%tyX8EhHT}6KJA<p~K8Ro6=!RS%8;R8=i@<s5U0XC^7
zM(jQ`{8KBrcD@mm#n6d*n1dq@(BAEdw&z`Zs;-E{`;UiXY0J-o`jLxuc>GBqS6T4$
z4L~^l72hG5%}nyllPv;H$lqLT?SA1$i=|2JSEx*ub7p8kQq)>37%|UnTMthwTD2Gn
zD3!DH7#WrJg+^uB+ZbT#Vl}0zoJ0NWot>obHN0F?jecJ}?K9|u>?xpLQ^m4ejXO1u
zK#ms0M$#?O$@avWJh*K@v@~rn?qMg$U2c)7#N&U<<BgA-`rgEs<k-U5{8cFBF$ECb
z!~c!Ax#4FA?KX6HPPW|Vfj8iq*b*Cq*fs_nZTG?tK)*=dbA(9!sIY&=tsw&R^tnBE
zG_R!YRM^B%3N#iX@7GVsJWI`=;g@@T4ikLqfCJ%cui3slsfe5r{4b?jA?WrqK{%2}
z7_0Y{M|cn75lX0aq?;PdmpC5c-%s;?lz&%0WCLjS(R8g^(poewXAq4?<u-i!$$@))
z()U#=un$wg8bZTTKW4FLi_8JTHWFA$k~=)q_T!%9D!oBP%x*(J-PVMeGc59hr7abO
z2^WD|DlS9%xmrYkt^c^gb69W5DdYan*Q+)|d)R8QEN<#nzx!0EQjbakNcWn=pitkd
zXX^kR*BrO>k?V;(QD9PPsrzxPz|>06!ROy;1^50Um}(Qh!ma$zLCozx_RSoc{NU@$
z@j^rA*5kaRrr(K%ib_hW_zre<c7SUITZ30|fpG-z;arEq-<(9@v$L}|U!BaM>^UXR
zH}cj7SI`eo76x8}_P}9zf1%^2Rys(XcKOo|i%m$^A!kOJz{&MX5J)9nkqX#2{2)YZ
znxyiU`i^ODS}m#Xd<ylHPY=qHTMK1_i`h1Km~_-P+R2BKh{3T{sj?4EIQG);IQg;`
z-PjYS-6H83)gs=Vtt;PFu3|Ds3*>}e>Z3@WFQ<%-qT5>Mg|i#zRYqc{Q7NJv5+bbo
zxzsY^98+s0%-gjHCNTFL8@#%2nuh!gXoF;6Vhv^ndpsB<kjlPaZ0Qk+eH>-vS8A`p
z7u8FU_BeASMv+sv5;t=|#nZ+_w<ab1O`&mtSCP%DdOmQFKW6!W`vVvywEY_;n06gR
z_MM^pHe?MhOx8wPuxgwa+fZcANw?n$an_?{IIbaBdJYImusD@0@Q@7ptf#lP746{Y
z=#7QspB(%+<3HL3CPvB0wyA@ETpMv56kkazt-LR$^yEW;7dyoY&V;_-J&B6vub5s|
zrub=2I^3=rq_crH)Md^8l1%Fp9ZCblcyvQ|4B|s89pHc4KK&{*<N?b9!n`%3gs7NR
z0A*!E-!%XuTgwph>#(&2gNT)T2c*MRg-S4hrAf&;APjR-kfWn<$)z@pqM6f{+y$I2
zt8%u~kV;p$LQ%Y~+F?(xcnUH-`=zd{X1NttqPPU1n1Ir{orq(a(>+}nRf6Q@1fh(4
zSxU)rQHQtVfdkOq4S~Am!g+jV4ss$oL<E*8>$K_#i_8&P!!@NsW&ir^{BLi83LNSF
zQpua6r1tcrq+Y@y80_O4mbyLd&HRzT&7^?vKC%6l8epX;VOsArUy^hStfOz0c%xwj
z9JjY`{;1u2juIN0Z}uDy&UCyLJn?J)=6e4ItgK}gqxHUu?5<RV<)J0tmVV>x@YQx}
zmfGQb)<{OlsC|lPiQxERL}>61ZWnv^4dn{P+vPOAtXYAar~dBa{20n({CaavPMP<2
z(PqjW`O<#cR!2JmS;+aYLb-zxRr6-T><^u?Y)`gyn4hn+i_<Eni${%DN17|;Ly|X<
zxl&*zEtQ$&c`_1^H5djoz&KA9G@0lZ>4-!!ym^5wQ5z;3d{-3V!|A{seat&cUuVE%
z?#%@c2fJKi(u?I<s!<&xwbJD2$J!?8&OQmS?js5FWs)uuM3)*3B*X$_s8uBR!-U#r
zChad}f?f*n#Ag)3#9vaITwZRaBg6aSz|)dvk(uSD`owPmY^3Toj+pj*d>te=n1|Bu
z*?Rtq2b9;e7w6{zzjXsJ6Jqk!UXx#LeKM0vTm<Vk7kK#FO|b9d;g#G#!->6U0?y1i
zk6h17+s{h_53mB49FH4^{bQ0Pd{4YGBKs<JVB6`)>i)fA+nN;)Lvgc{30E$IcYH%V
zg-yUgCHgaHYwxEUO$tZHndt&^5_?WGE}-NQ5&+CcLv5zI^w3bv+quz_@n~?6)=BJ#
zruQI=uU)x9>`<Hx4U7=)JSxONopK0#xXWKPp(hk#QTb%3KT0PAh^!;1s!~&EX=vU+
z#gm3vT^paM-q|gv{WO|#M{F>p$bOs^?)$ZsxYWqW)<oZe*>rYRC-K{1LkKGz5t1qH
zuro%71-#h|l!AcwR3{h(FFZDpcgg^}U9wKwqI}70xH=ZHtD(^;!qY>Oa<!?0^qFdT
z6#%!vr2X59XbC}=8KO460*1wGhmg;oKNFn%KSZ&wUgI04?hG-{pLl<l$!=qgF>HzW
zo$;V$0ZVTb{mHKTdjHXNHzuYhM&ER|ZgFVQf!E;~=P=_Nb~H%G^X#^q#QuF7<gWf<
zP>7Z2**pyATQ*anj`&sAV0?W1pK!ZT*SoVte?ccXrIk2zIJDQ#^4i`=BEyc#cv3i_
zLw-WDbkj%uLKaDd>V&Lf2<Z!(H8ENLXmnSPNd$(*c*!W97#!om#G4-d4U>k-v4@p<
z;^QQPlxcY3r)jMfus7#=9v9fgo41+&F~$F2y-^(QPr>(Z0|+#yT0*E9z<2=iB%u?D
zHg&C1PX{(Z*n1ll%k8n5w$vM0=x{qtDKkm@D4yvYjx}Bhi9xj3HLD@&Uuk_G_b{M1
zUg@mfj>0ZSdd|+=r|>_wgVEvmhpEoLKK&U-?;5x$ARGE+xVgD0xXA2^OfR?VFGbcR
zxXw%PsCOS6B_8%1x?6f74IkrGBJrC|g+h{skTDYtS+(yjwZoO0o3w2VDdH++94E);
zeq4N5T04D<Hrk%B#xq3LbCVQsCSZvn-2J)(9Uc9OZ&tRa_vb-;4?0N2pJTL3k=yRO
zG2eJP<s8YtTMeO$Sm2iY(pU~^q~Pa)GAM~>LpjN@P!I^E%_vo@tKHYQg_(q?Ve~8$
zN%yEIWZU2kai_rlV(YD=qWa!H-VcJJ(jd|xodQEjBaPDC$N)o!bc0BD!_d+a(jX1e
zFmyK(L+6lE_n_b3y6diW|8*@;&)H}1{k)&|^LnrPkGxmzeAFMV8veI<G{oP}r!#_N
ztTHv_z0eJB*9czR0Gl&8MUORUF<=?Kmn-41o)yKZiOoBMM&?Q?7`2`2ww*V%-87{W
z0}Dr1U!N?;8>w9XbiUFU6$@dz-0TkUvK0kSx~9oWl;Ay?{r136wytT2lt)P2oh|%A
z$m(a#w~@EHb?kVdd&CB4?_})oqLLNft=a&t;l-by59VtDTD;-s=Gp#A-Zwjin!wDW
zo*|<o`xhaf#-o#7iY>pLq;IQ=ECXW>?M~g{!aLA=%~Gw(Mi)8ygES&x{@@i{?U>&0
z@_iH{I-;6;(`D-hxVar!tA5vxK+M*Eg?I)|eMp?mUgXoZ_X<(Ur-nm6T>r8@HD3Gy
zTPyd;mrS#cjUcaQqq1bRN&<$zBd>PC;HeT#$M(cDUj7gF?c_jDMr{Kyt!qzy3f)<3
zhzy=~-w(uM&v0z#=RhM=vBNtESl*5Y%%1S_?Q=Vp0orN<)m}a6y{Q^cQ+Yo}?+j-S
zJI>BQ-5wI@t?*O#(cJvM%ipn;n#9#-K_qwp_A52bC6Qioln_gU;j~>c*WF2s%C4tj
zEmZpIXo9{CE1bLe&rN$d5p}yATZYKRtZ|~vf_gs|085C}7u<dnYd>`A<>B2Qm1vZm
zVwPWK=>In}A_6!|f&cjUl~lP-wb;=lESSG!K%sm*hmCM6He$$&U|ZFf;;c;WHga9N
z;%U~`oS?tuqNB)PW!SweD5ts_@AnXA@yWHz3gzQu2Y#%}X+(Vzg?q8m{w{2IxS$XG
zPKQQS;=%Vi*;h7p;}#HIjV!~%!kUFxQrKEk+TuW8C|B{b`U%?{!l=wc2RwCwl0HCI
zH*CSRT;t@me~RJUJJV95@%J(jvg%-vAx>tBp*H8QmjBv73x<%FP*ew!%}Tvd!q_m7
zyas7Mfb=orUEHYmIPnt(@<CX}{DRUnfSq+@f5mve-2nBk4$%=s_B+)5a^5|2Z|xc=
zo}ze?XC27y<a$CEf!j7-G|ylSvt;f@`8+TYcd&rUM!6JUg+zUd1z@Pm7m|cQ(V1Ik
z9YDR9Vl^#%V(DrEZ~BVoSO}Ntq3aU#9<OfE_`m|cJX&d6byS)J2IGK2>hOOf>QhQF
zv7$N;V-$BdmsHTZUkN0y({HzY@3-<lCfC*1dq(d*T4h7e;0rc3Qc};<%e@b*&R<X;
zTD0!S+fm&O4<s$hPg@9@*oDwjNNx=Au2?S=gtAx<-)@^+UU3#i=<@-gvcR}iWJU6S
z@5>xMuR&FFRWsz2SChDST^hcmwelf|$kr7n6^X6v$6{VED!_2kh5sJfwcm^)09P#g
z<+l5g+dHr_<O*Sw%?$549m@f703hA-K`&YoV_<K;sspuo=@$V^%&{9ZK7G93g8wZ{
zt0t&l;v1i{>fjzdhWS$E`4&MRgf#)OujWw1i?6_~2J5fg6~UTP(w_GOP8PYfnLgLH
zFf06siiq7)3ti1ZrB@_ZyhN^$WBctVEiHXj^~ph>WreZ9gvXGT`@2JH+~MV*X5RHN
zR3|7|z}stloZqZ9pMC*WVR=RT#9$1-$+$=O2Mr@$QRlYYUh;kNq4>!=aMK6;)yNd|
z{6_PX)a{dGkQDZF^HuBN_CVww)<(CJ_BVQ?F=#62A@9dkO;s+v%{Z>TS8IT++vssi
zZGBG4zQjQk<o>=Cg6A3C1Jg;6jSf33Bf5-=P`-cfYEL&@d!qjddz;VWKc4Op^?%jP
zzX{o9jn3{N)yZ>`&8H`=GKIcCNJAxR&j9D-v*jq7p&uAyOvG7PSr0+H%^epPQ{_I1
zD>j)mo3gX604|q7YQZM8PpsQ3`Ort$WiyZR4fuY5Q4)u+z&x)Ng@Io_M6=1k!HI(f
zw8Cer=Fz#aPPO`8d^ev#?CvuG2FNI9H}a7!3U2)@$OUR^jH2cW#xZsVya};>_$nyf
zbb9H1hoo4_FkikBR>r|nZX=*&Yy^}ZEc8|$D~A$wu0Su(yG~JXwN*d9HyR*sE|sVF
zjNKYC-@L8v^6B26!Q&7l1Mo2eM!)dmOCQxhSTRRehC4UK3uPEkLi(PFJ_O!{iCr*b
z>TxL$c!LyT{g!tk?7MEeCi`+0zeC>v{s^uN&0Jf+;QI8R(9*1de75=(t9av)T-kXh
z$rC_jIypOgg$3MCc4xeEWp1`}5>PQoLqsM4BrXQsZ-|vF#tCfyWWCqj?Ik@?91z>S
zB=~G$dRi)$@y{b<fB7`2zWL$q$jsJkH<a<lH8JlETrr{_4i6iCw%xeYF!w_LQk=I7
z<@ujAWdfk#q)N8VysOk8MakR~vY|C(-B}abeU1UhS?bQ~gI19zGx!Ha43+8t{DT4F
z90lNgIQQ<Cw93M<qfKS;8G=%Ri}HB8LQ8Kh?Yo<CHYPk>`OW(j7+-=M^ou3x(^B50
z3F73W_<9_AnzZVLwrapjdR^ZRV<WgJP2o+|>3o{}SpykT_<}7TtiA$d36XdqzliAC
zd$gP5$NA%Dp2mNEy+WM&;l7A(fJSB#ML=v51#XnL_@AxMO*3#F2~bLPKOW>VrvGey
ziEVKo79RaOo!U`7ywy+6hmp(FDk&2#9^kxfP%6da?uUj)>TTb~4gZPMGC(-*V)sO)
zKS60*Cp-EH7|n1HS9VPYJa+cGUL62UWoJEQ+Yv}n646En$Wy?iric-`Y&paHGPR%j
z!B^bxgd}aOT^2lwlTqKsD|;<T0|WtJoDS`Fc%`Ha#M2zys`S)d>Y(j?JIz~Fs`rmm
zcVp?L-&+Lk>db;q{5)N<cYy#fz}I9$A4LHa-4qXjRV(lAF0^Y_K1^&>UB?l>;^2Dh
z@k+tM-;ES=jz|MDH;<zu?}-f-{DI$g4`s;$7tXpa_qmP6T@jYk!(h#emk}8qeHls_
zHm0vyIjIM6>6eEGRZcmX;l8I?Y<JuFgR=9{Z4cmG`hkBoGa1OghX-9A$H|?rzVCgw
zqBzN@)_Tc7(qE=-{ls+YC)-tDEVWvtXyk}p_&&QN_yL*X>OaKW&!_Ax;7r|mdyb3$
zGo!}#*8^r$U??<{b?J|n+Jz`;_b57cE@_eaEAWM^D>$O&9h?DACI!4)zAQP5%5Rnb
zvXqwj@QsPSx0@q8tB6QngEJ||v@SX*5y}QDy2gcYH2}>-Lx4RL@`n?U7+JVLB1!Q(
zA&8{~faZ(?I+~>0h&Kwojvb4=Do^x5S|9Vd$qV(NIA3t}GB4&&2Y3;}C!DY5PGz0~
zU8-_Lt)K5m=hLsDFrU1pB3D$|zJ;9c^UO%A%fg))FW&=<idJAH`xYlcLpF!qCS|pe
zRI8nqb2*t$H?BrXQy%V3me4R3DhWu)0-9%kc1nJfYrm9YRuNJDS5%8~{A&vKpCv^R
zX0AyGBla!5wgm4L@uRCO6MsOAXNpdG*mUb6`u^uT6<j>4t8a;Xx=T+-XMg$}zXP`W
z|FNCY!KLZ=)g>z$_$2DzQMeCaj}lTDDqA8O%N?7b?otJyeo}OK7ixPt<yfGqE&3Rw
z+&{uOD2ZKF=fhRQhZrmgrua_Wk<@4|+w5yG#Zc>?JKpssX^aOqF6HR0pgN)(CCI68
z8s`}ETTv$8gQ!-TR3yYq?r`~#^GuLjde$?9e`(c5tleh4S8M<n^j>e%pgx`A-1gd8
zEML}BE@2@@12(_Li6XeS@GoJ8SU;fuabw1zo_?9JLXC1pG_GHAabbu}<omv#oH2EE
zc}Mlz5Y+XQ(!o>h`pMyB#8Ay`ghKW8vcwdcb6UmL9uJcky!t4TMn^uCg^2m-9WZNr
zvvNDMQXwLsE5yUgTj&Fh^Z=@70>^*VvrZ%y=Pb^6vzmn`)>n0glXwM9dQKyTs)9&f
zDZVy*HBc;F>&uZXkq386?R`xv?UkT4Y2i~G60a5S%iqB4RNg;puX=kgRoXWSZj$U9
zU><x0@Db6^6Btboq|P6A-5RTlV`)ZxGI#jve|mJgfyxwsozU~8qPnm0zSN^}KYps<
zIbB`rH#!$=G{7S<RvOW-zkoN-0|eQf^ga?le8+#&M~jLYdkwzI0*IZ{&w8*02@N2^
zsucFalk^$yy(Or&aV%~~YbGQzBY2t*2fu~7zXtLymj#%syj-woh&YK2Qbj!q6ae4x
zx~-q33oSX`;`eK!*9hanta5|5bv=Jgf92@-!>&2|hlg}udbFo50nBMDw_&{6t=>B)
zCntNP#1Hh!3&71R_5W^W5B`D;tOA{?Ma#ykp_8sHd-}JpDku~FkPs7}C4Y&0+7cV$
zh<l?}X_Yrqo}Qug{m)sUh)qeK=DIt8<Tn#?U2-PK+}*YO$6CfB(l^=&$ib%O{PDp#
zLM|Wy5TQggN_qkuLxx2NR5&jPgH*>}Oso>>sq*6LK<>u|I%x4b!Q!l#LTX67<}#ZV
zK&LY=jD6o^&t8WU!9v)VyO^H#tcjSP+0`X|c}%4d-->B@Q7yp6l4Txc*legfE$w4n
zO@g(>+l6T#4{6P*!?7<vfCE=Xqo-@w=ARjf{;RPxW+10oChWFi>^Rs|Tm|S<Z2K%>
zhWjbL5|8ibFODggbBcxXVhJGRYQX-%xm(3&M3w{=0H!Ice>-C-@;t*;sgJdLc}`!Y
zM8@x}4p=9U5rD2M49&_RMl2ydd1rHBn_y-=y%W8si`g-oVUw*KF$8WoCh~lAy$&Bt
zyF*J$OJiekhL;wF%s37JWGBHajU@dbcsuK3Wmb_p*AtQ2f4j!aaa()wkry6R!I&V)
z404m<x*Up_@x7bDq4cm8#2wslNtes4FPW~uy9^dSqfBq4PdM^@uRGoB1q?2JNU0Aq
zvzT*9>aLu+?!dZ#*l$5iFx7O1ix`ijKr25JvLo|YY0a*GZbu64Ah)jm&zS4>#0~u!
z%PZ`G{sEPed>{!V-LYs`KcmTEn9sFj>SY-UZry+D9bdH{R+ev;RWFxZ_r9yCA2}sE
zt<3M09357Vl-&%YU3%UeIvxTkqe1FUIiTDP>emRDcnRg_zlBC4Qw;6e#Nw9&B#$a_
z7sX=T=FmNyFK4b9tLN0ylzfG2Wzw^$jUqj=a7S@M(>2$WVOa<4WA~Fp>POks1zSr6
z+<bXcsi!RPevV3~;?V0ae;Q|^$fD-zqsTgtnO+=oI|mUSaf~hx-*kvWT0I|@@28m8
z>ZF9SskK4K^C;k!g*rFDj6iLi#c{pZ^0S-$%4A1nt0S2CHpJ8meTTz-I69@=deJOC
zHMb}}H&}pk-oFJHqcFSRF*Hc)lqfO8>}tkAi~5tsx_^-bq|EtXI*)OB#5%DT+~7Cx
zyd)-S1817t>=hP#S`p@(!#+JwjYk&DSCG_Mv3@Hf`0;S1ZDn|gt>sLG%a8Oa(M^$A
z>CdGyIIqt-Z;xg0j?XyG&uOVQ%Jua8<!iCIH4PT8D10H`R0v0M5-4t0QRhtLug>>o
zq_HACTA2HU12BJ)YXBOZDj;4diz%WT7QaC6r!k!#eTZVaXJi0;iV4$;fNI#aXy1uZ
znWAhP1)$~6r(E^sA}SlJzWwNANrU{5?NmAnn6tqP{F%aP2=;MZ(jBI+{jb8zQrRzR
zwaY8)TGniyF5R*>Q*g;>JLH-^JxSxeG?%csdTU7|r|%;(?=sbhpQpbC4deVvoQQ|a
z^OR1O_AXzp`&lD9aI4iy=Ka)QWvluiI;FCse3X{egXIh4%1oQIW}x(p{jy!ixSq=k
zi`H$D2Ast9NiW9gYGPrb)289z_}qMMP{9Vo7ks~FFjOC&85|%cG|Lr@;59VJMarhe
zo#Uz)j8CE1<^iJQjhBm?nW*VX`>G7qHDSK>ccb-DihWh|lgN<Sw4wgM?|5`_s|oy*
zuj;-jl$J^aa}dFa$IOG04SnVgnD7y{3@WDzWM3qfGPj!>sr|VA0NOW<*H1_$Eq4mf
zw_DY?GoQcd%d3u8aD4!X5&Dm+D`z|8W4TRhOKsZy2-VGd?=ovH2rTvj)?Xyw?Nt+v
zh^e{`+o`(JQdZQNafJ$Fv*_Ps=4%Ss$qOOEnwk^mfTZ;EP*oegGJW0m(k#n1bw{wm
zlr79M6F6$OSN5`e|JSIER~OJ!3ebom@=I6>`tVyegzICJ=1OtCWr$;l%-M3HSbGXi
zwmhy~*OS{Y_Zu%s5#gLI@#>L;o<5uCU$hgEC|N^82gqhErtnLA>M^@zW-HPcOfQt2
zTVGzKgFM4+PwC-oF;Iff%V*YpF+~k@l&^^>-y24Qmj_BXj>8gkoc%$Z^xGj%n`_Fp
zpaY+EAPC6b{Y;b~X|-mwU;wI9*OU9o&(dp*<F?fbmQi^UVA09YAT!A(k=ss@jl7X-
z;ti^%r5{4XQuC4V_Z$834b3vIhn=2GY^S`u{D$QnvIo@JiJb=>-ZZ&Os+m#kZWRAs
z!|P1OFyb<W(2TclpzASL&sHx~(nTG+Vqy&IthF%{qb$MGZ+{8*Do8DIfkAd?EM|)$
zo9->WVLy)Pe3qP$#-2jSj&{pU?FCCAxnP5UKd;pHv*Z3#-nX5IRl3FsyKNxv1|~1w
zMrT<MT9nPdtP^&j5|y?G3zYDmCPTMu`qOw=s=xc5_jRxc<dKiYx}m@D0<%P7HO$U+
z+<Za2$v0)V77V*?Y4Xry!O<nkq1L_^j=lUSO356cwUSvz0zB`|XmsYHimQgw+&Bw(
z#LBXavEFUZ#XTo^*X`zDa!KmNj*28v3I3de)Z9mMobU2gjj=f4MiaRyD-&n?mZjGY
zeo+BFH9}={=Yc6A$TzNk24Jpp(LcBGi3IC*Li9VvKIZfjNO@*{CoBZtQ>0xsdmJ0o
z-iSF#+?Ja&hun!TC3PWk)0Qr-M|_1Zho)t<D{uoD9ZwyAh@yK%*Od!4pObJe`Gz}3
zaoJzC4V$lDcllLRarH@h-Il8MVxjVAdlTD61I5t{FYV6rX5@bx(+ZN}MXJZkTx<l0
z4`+e&gTBc&MizKk!%Ct=TvU4b7lk&FgYD<Sdf06|eVQ_SHkV%K@0b5NDMa9u5uVG9
zP=Vy~xv0X6e~%p~bbfTm910-BN0j@2$N`L0f>@C3W5P}8Agi_8LkOlo8%~j<c)Jrn
zsO?t*-*!mf4SC{O_UtKkvQ>Oem-UGzWMaS}q>&2j_nUu97L5s$HHWZnKqZW&emuzx
zG!h|ZG6E<{#l&bA_$!U|+i9L7D^;ih!QRxCp3Zn`O|%lBi=GA^W3IkqWlKwMn+?ia
z|1gP=xVN3~pAv4SeW}M2_+57X71(+sd6!rHP@g^1VSNMFG>S}q;?#8u4Oyj^Gx3$l
z(~Q>yi9FM^?5Rw#TRb_vU+BIFd>%S~FHo}+m3+B!f>lcr>@ng6L;*?aBd+od|Ilh=
z!S!PaL*LN{k#zl3XO^9a^{;Mfp`O%d!$YVo<Bse)HuuWNAIGme8RsD3Rbq56j1tYU
zRdi}qm0q<JD#r=Gmdp5LNf}m0S6zxovY=x6)w<X8$IBFMWlek0k+>i^E*;R=ccZj1
z=zmc49U{@)HUhg1_*D=b&AU}4X7iM+KWxQdF0&2DIc3t}eAxZ{6}+*95lA{Zge;Z=
zPbICKrbb1bUyvcAu2fp0+C<R9FZXw~Ti@9ZP9n4FE{6MQ21pEXzi;HVJ5GYmOsQ#E
z1qNb2B?Gmw=Jfe9)ura(XdBW_OxK@pf;dMKi4C}GKq78g-%IYMPpGwB)czjFa>)g`
z3aLSQ+dD=MR5!3T0IlU_K^sKJtCsi!S6|Y{X(CXYAlRV$7ESM2VpoWf+iyCV#GiZL
zVu~zo>Cg&{FS}1tp%1}--m)EC2h9&r@>AU>yA0BWco*_(9q`@IgwM8K!_y>(_P&-1
zoU@O~3Frfq7M2blI1D;VuJtR*hvKRo)eWH=AL^dYl8l1};lxMG8OM1n8&Ss;E#PGw
zRnYrPWev-8doAfQhSeM7Lxq5=gMgJp&lXpcEFK}J$J0x@)O8T&gM`t#cyC%)RN!->
z0lgIG7oT+{Nx(pGhT7}-wD?yq^2g{K=Uzm^IMNz5G4YGYo{z<{JQ$^7Ha~gE_*|)x
z;^!=-DG#|NT;O6KJ@J-`Hk+DirwLe|xSv=GtPmc+@psyoL>gpUI5pYyc=yQCO%?%-
zjIcVz0*OUM->093oABjsB!;J`P$IIYB4z`&(FMn6=K8hU#UYsuC3$O8F=shjl|k5)
z7$bcJtDLx>2&JB#M3QqNK<AmY{mv>)Ji9VIw8~awz2H`t^+YnmPJ{Uq*Ptkqo0TH1
z%p1W$%aOY2bXkv=>(}ph8)t_A;+F4?-SGPJiOtfFii**E@~~<SDe#gt6MShje<Oqc
zNob?c*fnsTmYg?BvA~fnaMaQ2oJh81vRR#Ec@g0~Z`u?3b?m@C(hTs1GTb-=yB{X?
zS`Ow44Kw3PaA_E#u29Jc{=KIVjf9T8q%%`cN8rT#ErUxQ-J4-NetPon-M}ARPL4Ge
zM)Qt(8>$O5ae$&P$Q?mPbnR7K`Js*+$Jm3NBtVSC^4KvrX8~WFmg1subZnTTjFi1<
z6jLkA`cxTGZDw{k9;h`^B^ea8apB4qZ{R=p+Qmj^OA$6W56{)H3gkGNZk=#128tGh
z)d`?7*8mRu>&g`DrIjgDa3=2e=A^kdaLJP1eJDQDswUSvFp@1EZtXqUvL*a&GI&b$
zP|WP7MY1p|o1fIJgFJl=#uC9`uf@=<tL1d-&vUz~{g1myZBC}TelatHN$6W=IvN^1
zYa?{S4>v$6V)JGxftAwg?IT%hKjRpAdQE?)DfIdgX*P)26CZZnWh9$%l!qfTc@R46
zI$quSI&-iOxHhm(7xl!r8~t{$>G)+^*G#f45kfuP1u-*>GzIq?A9tHGt|()o%}1wd
z1u&cWe#AHUX^#ZTdb^q>+^etAu#U_7X*b=;;Q6-9>db$80wqPA;zNR#NyxUPKgZSX
z<FvX5k;H;H2q5}m)>aaOhE$dPYwX6Xa3X{HVJ~0(gTdgJU6_Yh*tnoPfwV7vSPoZl
zmAq!y?nT*cWmAcB8|pCEeJL1Qd!v|I)#&Kit!|DY$PRx#GC5Cy<Q3-=%ab}Itv;L0
z#n09ULW%SsI|^P+h+}0PT{<sL#;M@DU@=`APU1JJ-z*#)nOQF`bf6eVT&)y&U||t%
zM9B3Yvm|2-N-?z}k{_dV@1;3Rnq~jA9xQixsmLZKe1cLmV1mYMX~sl+x^GDmnGI&o
z9yV*(%$ctO?UG>>aK1ptULYIX`cHbC+n(vAjhSR>R|b1@qTB9488<#6G&g~NMd*K<
zLni11At%iO|LVNp1mc~xbR4Xm^T$#qwXEfBydpp>5~!mzFTddiY!XZ6&e+^<`eyNr
z(_-c%-Lw7+C#BNtiD>SrA|M$w4AX^rh*mOF8pN{mRIllh6jiwgJvGzINz3|}tLU^~
z_oFB!83xQpCu4<zQKuqILcMe(5#ieQqnE2bU4m_<f{R?m#xoa(v}hGSu*qKBA!?m{
zX5v!Do<=+EFaDg?g|x=%*rt6WO0rj7|MqlQg*4}-;V4eof3d7$HEembBj9BYL@Dru
z3;3}SdIgnG9ETRELgkH2-QNYuq<nqcWR~zdIX|1-6(g~h`!x>A>=Ya&E-%07RKkg-
zq3Dz&l5LOhxMG>_iFvB5gJk8Tm1w!vF8YM!P<JLXgIRmBi`$?PlE*XUO*z4cw=TWv
z>qv<#z$Ri?Z(w*mpgDUxKhv7jf|m>x@x5=ZEdUF9Ca8=wS)$-Nd*&eYxmn0F_xk{6
zt(|^0>95k&Pno0RK{#q(a1?QMTz$c<^DnN3mHI!58T^F6IY-l(t{O0yK`xxr+FOWB
z;H!-nko>}%&@!uZfg1$o1&-{__Z)~H5FZ#PVxJwj$ew<=0~a}oQ{Ff^uDq$#^PXgD
zdH&o3qox*sC>}J`xxUSec4o~qd%iO%FKLAfGs++l40A8rc6qw+q0~pWxQTP<!%y{|
zkMTAyEp~*UGqBrFP<iLXJJCUjCN5-tFoH3t3r%P##69i5w3SEI5&M{KT{?igyV>+(
z&_MjCrMy^>7JgR24>Z&D8W{Ziw0orNj_cyKafFaR?%-ki8fv#EXZhWYtNFaj^CPXs
za7}HkHgOik=huRyKnxu9%JfNI$IkPJ+<$w(=d-+??r%|Iumu&YqO&)&gt!PS;AW7I
zt*(;-!!|Q3FXTu&n9`@~%i_-+AcfV0n(-g|i4DK(kILGSggJWT!wSBg1qO{XQ?sj_
zosBo&;Sa(*i=c%tcs}xt17TQ(#?%2)<!VY>+mtG#)qCq=SQ1ffo#`Qpe-XssRsSN^
zAP6BaU4D`TRb<$W=}(!oMy=+c?n+k~)-T_r$c}|)0tJdsn978t>5QoJ)FA5jZ&l$O
zVU@Tn^+bB3FU|zp?l-`ZciRGLtMV}33%l~B3N;(;kf^S^zWYYBFZ1+TytD<ay@n8j
zIC>*0+P)Hr4;4zMI<d5I%Q7w&uQP|y^4HY>3l%U!x=wM|_ItkVp5a7~w1u|>EnDsW
zG4Kx8`~EijU14^1`zrz7<j+P@*4$~2TB6gGVMDiIeF9i>(SG;skrLjG^bUmo$-3#^
zW$4%}n0w-oPK}SKr6V^PLe*aGux6(%QqV?p=-?S|Z>qx5lqg<jzLpiifz=Rg&G$A#
zmY3<h>Je`$WrffiR5z6LcM#|KniY+41Q>w{&F0TzH9EEAzV{^H9)myLagtUH(Qndp
zvvh-4szV|0e2779Bjbg{H`_-2)Rz~}wnOf)8D^y+nT1E+U{c-9As11Bju>RhWy0l-
z-#&PZ;*1>=!8Ku6Nsg#bDb+mQg})B|$&Wo#96)sp&%|>dfGwbC0VUq#8~7&25Hlq|
z?sMn(y`V8>ZZ~Vy8%!rxZD0#EShmyQ$O7z;87bv$MOC*{xI%A=59CJ#^l}tNaWD>-
z26`hWUVp4}X!pvw{uy~HA*xJ@RY1f3Yd@)<O%0?B$%W$ehy4@`#X*>@DP1Q`>91?R
zq8-$BhD#9fBG>VyoQ8&mM;8|Z%;mQLy@=Z*?Sq>o+0aPSp)th`p#r4)bfNcYxnbL~
z?Xb`OENBb%7S7DXwC~z6S8cX5tiO_wM}3S*__r?fLKU2|+GUJTfdw~oz|_h71HOGE
z!7O;GzKrTq6`0X7RfIMPX{B$EgZiF2NyC)(-Q<=@D*cLl!7)GRHCLdTppom;cy5Of
zemqO#-H%!2%sxnXNacXEk-PnP@vRH`ScF#m>MBw+RN#Ti5Zqb^-}G-G6kAeyb+f<=
zC>l0fJd>V_ufL;45XDZ@=)=v~>=k+&r+|Hw`t6h0W>BM=4HOkLk|xiAP*1%0%8HD3
zHjkn8X2u--fHzxw2IZTbp&6<f64pmmo->;gGOf7I(Sw>|j}cKvo!-XGx6574Z=0zb
z5;~|#I`lrAJt>0dlv=RYg69&4zW^6rig-r`-Y^aed8T{c+vtZAfi{G|k^6|}u|0DU
zV7Zfic#5`k3)oXw<QFl*0+}C19<D_wuKT1*kGwCJ2qJ+8d;NYu<zo6o5ishB{27Y|
zj46EcLYu%ga`|r?Ik}fBuU)68Oi@%JAR6d66IYr2BxD)P25KuSo(T98pn8C<B<rV`
z`PwXGJe831PL71$%Evo9l97O-6GqY`W}yoK_#Y>0-ScZ(mf;3{rrq-|!{EMSN;0vw
zmMck(;bW=p_h{O5xZb&5c=IT;=8)F%I{1eU^8NhB1I)8l{Z%UtqSszjv-%_kYPV3S
zZhD;_^^|F_L(a;Oodk=)<XcR@m2*jR==J=UZcCXDGH+Nin!CPRa=OCe;F-S!P2ujB
zr#`C~Fl#Ge>X2*D_2-!tT3}#>ZRk=ycNYgi@H!mS928a5CdK=nk`nWoRfHypB0*CU
zL37-`%k~n9?6W*hRh475NqW*;#3>1^5g|WF%>BrVlGp#bu`BX$J;KY&Yj%|N<&WVb
ziRiIA_BJJ5aP0vgQC7<6dc~>l8T-_08yMUJG`LxpUy5Jj;&5jY;+#;Hk^Xmm@T2#X
z7Yd9GyH2hDe9qVWDZ_hnzAz=rzL5+skzD2yeT=n?!7GyJWntD(c}hJ@&>=kaI(2QZ
zA;D`5jazaA@4v7NtdnMbd<#h!Lewz!SlVinoAY7(UT8KEn^GK#=GaALINvstm9o-0
z72xq~m|$la6LSJk^Nc<YpwGF#?>3v|1>ywDP^`ehUh-e-C8n)1_M=<Oo;CV&q<Mv3
z2ep=Q--TDqfBBEB|Db;QO@U{1In1k2T}zT+yvsQ4YquuUS!3?rwIQV*4|I*eL0(&1
zdv|v?$+0Ocplfes#cWt8E*ZD`JI$p?<90tlhtc+3_l!eSMGYg_my>sY>jOUWtfg8n
z7&RV(Oo+Qy&owD->_20I>|D((T3^}*i9rv>7oN^%8jsSjMxc`&o&Xu3vG}N*1z6;e
z2eNhjQ4m>3Erba+*p9<ZZu)IF-lXeUhGpW1vR>$g#Jn$=qGN}2Y2oEHTs#4!EbCJy
zz>wVb)6Nx!4RL$oUZ+?q^iwe-?BvS3$tJ^{0(yO*I}acFH7_1eGm<RdaXk+JlYSR)
zW2~hn0)<izXD&R!Oihu$P_j{;T7Ib)kqlffs1@9*Db@O5hI1ny+it>|kzSE0w^`mS
zWmCUC;)w)`#q)0|(HQVmx;eMWR``Y$_N`budda~FJ-qWs*Ydo~*4H8fE{77x@`7Ds
zDhsN)L(1U8YX&dhL^ya@10UqX|IYP4DAK;O=?vGBB7g3>F4!GF6b*}{nd>wd<~{kA
zGWMG~cwc*lh`P{O4!2Ke;Po2Lf}e}YsPAkU+^<4}DC05<cq-#5`E%~Qk^u;M{fi1H
zc$vnVM@q7F;+Duro*Q|eNpTN`*lT|)&uGfS7wDl@Pkk)0Q9@LyVbaD6T4}U#Txf=Z
z9mRnQl(G{b;qL9?16OM26|u^DY%*ovNLzo)jU>uAqk`~nae?ys!d-$QZa2)#`{ylH
zcFBN{@4jO=DbHU28C6SU4>ofN{2RtTN|A`VzW~Dxo;SMMoF+keL0Pe!V}P-a^dnc0
zLEU$g&(gk3aO15`Cr+|2PAF2`|CUU#FK6ShoTTr5B|wJvSfyD>Y&jYpRw(FvRJZ{@
zw{M3|EkJ+$(9GkyJISc=6O4N|`CYX?-sA{%<SUl2OyW`y1_`dN^g3y63cW5N&G(I8
zPAP&CVtoZnFZ&H;RhZ2qdw}<*%Y=hq8dI!gLeixWA<B;9>12ob<6ID9Wm;#r&>2GA
zOQ6yui1;B(c*%%}uJ>Wpyd$Nsrt|CQY-;ON`mq%?M<mdZk;Oo3YAV6y;V+3oMt<<U
zQH~}knu8+$`W501t+;y>5yZ4_IsxN;TXZ-fGa6fAr+Nv(f?gM;xY~spwIVGpJoCRE
zgk4&{kWzVu(fuQrK(c4Fhm%l_Y-6>yqQg*Y;y@9$H5{*1N7DzDKrkhJdchh;1rHyG
z-I@<)TC6ysjN^nv{#A{7`2Q@L+=mb8_V;{6#p;O)2xS*J!4ts=za4D5{g}iOE>)HC
z7W62G2m=g2Jgl9)z3^x4idn+)=#G{#UX=x7c2Qa|-JpR}AG&#NciMhYTBNumhqP&~
zkUO*mZ&P5JDLP96h?~F~i?wdsz8%#|uKQl7d#VO8ek?D(q=;NvpU-Vo6k`JlQJ-6?
z8Vpr}`m4sKGAL_i%KDFGvEgjBs<mB+r)$p2EEm3XytO4PoEW+I1n*7Amn-0P@YWAQ
zDS3D$q^oXixP~&2UPAG*&-7asf$FB%)d0pch0FxC)0z?xvHT(1-`w*f7g(NGI)mYv
zXXG*$x@^I~7o1jd123VRr=(gUk`<SJ()LX4e5m(1Pr#&;%~=BU=m<6(kMbhEejrQ2
zk>%if3dJ1}*OEB@lbz=h|71_<3@=sO{gB->+eQl)xbfj)1AuauIy0B~R^5!>QL5V=
znd#}_p;4-3WTpGrm5-o5&T3I)ZN}$drYNDO!FGwianWJ$E$e?`I)C-V$J3XSkz<#F
zSy%;RSVr`VUDuScG-5-YE6^OuJZNfqbr<G7vGsNBwh}LA>%DXwN}K9=8Bp;#ggbd`
z&Y2Yt>ya0zXSyfJjN<IcKr!}EbRfbjVBz-_2g)6FW;5Z0?w;a_XE;V#l)HdREnntX
zQ1Werl4%DSeE)n{1Ct-@t$F<#k=Wu0%x<LO;2>h<Qx}2eTKb+LOr*^db%4}~277nc
z7s;v12OW~b3mOsQQZI7FKSnyOe*Vq2C~Rr6i7K|n(o2+P7C4|BvOD66E9ySn>glmh
zmY{n8DMh{hSBl-YS{YIkcX`w?QGWlHqCqzfC&+iLD|E3}G$|29pz8K_Fh!J<3gl}%
zV0H_>)`lew$;Q*o(K&?I7C%m8NP2qjd^DsAx>1$LFzy2i?&=ZKUD<cNPw6EFiKIrN
zTM!GLOk+RDr=cq<V@5f5m3VJIh)T=BP-VmnYFj?R3erzwp;&-eYbKYjnfW@D^_^Vx
zC;W>L;1e$NpkDzmOU#ESdD0W1&9!v0k6ITjiqXqg67n=4vnZ}~qRb`@k?2C?BNyb(
z{i4j}_DU@z{G(9FG+ED+pyk`puj&^tZYP@h6&>;Ph0z^mPDADU+aCvnY%NCnLfA`A
zM$_GtAfU|vpAE!Xl7KnBr&$LF+or1iNSvj`x<leFFR=Pr5AzaZrOjoKVGi`iWx+@E
z<g3V}1+bVO31k7+kKg@VOX`oykY@KnVoRO01W3o76h2MU?K9QvdjJ5~FXbOul0xBp
zj_`^G$Pn>m-p|OVAD0?Ke*msw>ecf5-EzJ5l=#?iccI>$207M~rg$AUg@{a4)DiDk
z)o<xkKznlt{{Uo4zTl-+E0khdwu_`opJjQW1bn=$YiHeIs>xjn!GId%tD&1!_Kpk}
zAze{9pOxb4bLk@2m6k(2cTaGkC7hIA_KaDF4Y(h>Bc3Vma~AT9q=TOm0gNg!4Hn>3
zYHAv6+A12t9K$)Gp23i;-z&(b{v+-u5BxxR&i=Lj0{CK4;l$5USA4Npp~D&h#9Vvw
z%q45VxiOob<jmsb#JJz43`AWr!aK7F#l35#?oM;5Ya+@w)nL)r*IY|R{7;Tf|DBg5
z@05U<3}9@E`sJ--){Wl9H;%DHI$Iti`EUX@2%Zz**#6#ADetuI2{;xEZ@Ufih<l$#
zq}0^cXUTb3&)0;WlH2;kPBIAlq#dtDO-V<S3)!!>X9{@&!!C_BGXsk=f4I$PX_2A=
zPCOLQcTwQBE7frnEc@|;uSq*Ud!swkbe=iZ1O^6@9>-EkUmUHBY+@B>LiUABneJkL
zL7p?@DLsED=eZ_>!MnfiH}|%hre_x*J-c)R9^`%K9U>>;)kShvBaI7(gtWs=nfl4-
zGL=jB@#|Nw*okk^?r|P$Q>gjWQiMJ)V?Db2Z+^G`aURpN;z?#gE31tOLvyGL(uOYR
zlT0JduD|rZtMJ84$tAl(LintvxJQF97wYY{{6=6IOM=E#^9k66T#CK93?@~!I&vII
zBbmcyW&oX<l>Nv6GsU;dxac!UL6(qxO|t<hdpQ|uv&%v1sqN&={^<{GBtWAmw0OSY
z>V)$M=2cktBQm(3VF=dDw7>dn?B*_VOvKk{wB#rdyJxrJVospcKYhOE{)d!Zyu)wy
zff&w?iQj`T6=~LrXm9nt*}wU1GUflWVHc#y=KdTwF6B06;`OLP=Ryar1zmv|h)ur(
zV~$B9^a-}3`@R{rtZ=|7Z@t_&+^VotUlK$9wqu-{Vs}ew|D)SVEWX!kLX^KhLqv2F
zEl#!!<usG>!u%jm0PIBV0zUuLB__;nfEku`+n@DjO#ejg%rE(^t`uI_Qo2`Q)ngLE
zJl)h&*q6Jzl?QJg+2Mz|tUIDIuMVk8cCdktPS`PFhjE$kBR_jUkn|x(GCT!T;dWhf
z>_wpWX9kg)vAU5?$nC1*)TP5$&7#j2If%FKczwDl$Gl4QG#ZE0qz0{b5HR-x09{t?
zDw7WXr<@R2O2y79HPw=FP##ub3)8K22gNh<-mi((kfAkTorrg|5yt0k`pw~EUG!(p
zJ;0!x;ZYX}S#DDMCL!2oUVcocrmFJ4Shc;N7f&h=NTRDs0?`Oq^&1n$Rt@djZ=1I5
zBmJuJ$oFFaNUghwbqX(UY1Esx58je7U#Id)Ou(OsgN#(Z{!UNLOH9eHHe0y)^0@+e
z+I5AHlzk+FmvEikZdnlXs&BF|4I(#eROF!}xe(mtzeJbkHcz9G4aO9(`{Xi=w9psv
zNhVj{ntngh`*i+u`)zX74<aoKGe0qYXVuUe%lJTyKoS=PBRBVcx8JkZDa{o7=5zR{
zu;VI6Vd@0}SX;9<8qfuL^_d(rvmsM6b>hwmIX;`CU%@iwZoar{uP34wr3%adt|xag
zC$O;0IZGL*kmu(E*oiP6bluJrgUJ01)j5GJ`!V!P0o9_MP7-fZ>Gp%Wk>mLpfPUZP
zI^4Wdxq?$!ZrG}G9mTz4OLH}V;af4QdD2+MxiRQ<0>+%husc*FMH7g)B293SlYT??
z#r5|8cHozIh}FjtLmz<N?70?7&tO`}K;<Gsaknjv^Lxyz3GEH47@n&?aFOzjh|hlx
zc-nn4&jc*6Z4WyqHFd6k6^5!3-U0+Odv9skpS1k0KL>qcq}N2IXJ*WJp}|wmZcfh5
zmE&}m4L?ds)-fjwM<|}F1Uj6r{J0vFwK>-DrLmFp<FT+D!wp3m=F_ifD=m%ic2E@h
zLB_6{(yJuRAtxgJ@dOzawiwXU)03K-T5UGMDx@rnOYV8)7XK|~z0tjyD9%V?ZS2a=
zygj~mFFZUP*n1Yn$H$kJgy^IPk*Xg@E=))Evt%b|1HFqE#x@8jKVeq;?O!42_vY|<
zc{gmoMm&1}q6=0q9BG1I#uI!m48BDE+J1cM!yw?rP%v(sHUf2$9uKB@{VA<GFz~|X
z6X~o7Dr_w3-p^fx{g;i6O$0I;%%L4<g3GLV|Jf+miAN{vznDlc=SG89{IFJ6$G7{m
z+(OF!5Ynr(&Lbz{`N_?_<=rO(0nC&=<NS;XV~uf2pe6rC^e#V}dOo>g!ZeL=88DqK
zTRhUvABZ=P2k<aOY|+_{P=%=zQL(beE6pCOm(C8edOKm)QxrvD-s$EGQso0T%!rgJ
zVr$UHt&$L__43`Ps-f=4L3wiNwo(SUxS>-2{0PG9akPND>p%H|m%x~4Q1Xl|dK-mX
z{yX5IjgGdry>kQt@a9)_c{MEYg~Z&tp0)k>oLMs4ZT98;Cm@^Ph+j%d*iPJ6a>Ifw
zNI7$9{BY-a9<_aB#NV5_K{s-N3)vSk&k9nE;!FXzMr7knA}}r|VcuMsz~!?lH&)ww
z*vM_f!j?__Qcp%UpCbtGLK9%oE8p1GyHin@K<$oxyi~wGba=qlyg)@m-cQF3E#J;u
zn%3_qr^Leh#G6<z!ZI$@sWugyvy|ug=1TrT*FOH@Nm{1x+(sFs^=!k>bS77eDej(V
z6vxUrZF-~PTk*;S%Iq%FV1clr<XKc%Hg&^YTzs;BSaw2VTW$9U%4|X8UTT5-FXBQW
zo9CgaRt{Y{z#iZ}N7aQT65mj80rboL_&D^G)<FZ&OrEPZ0WStwj0Z8=ep=yHRn#~V
zYmDP$Q^P6970Qp^bsekJT>^~eWMp_r(1U4cAPz;f;BVhM&BxPlBvqjOlxT;Ut)<z<
z5tgZrwJpQ)#<RMuWMV`<*RqlK*qKI3XSo6uLoi%kX(;5m@e_2iO1948C}%-e1zmKu
zax!MhTLuRM!nx;&-Q!PgzE_<TRSQR6TLO!p>g(IYG2=S7Q%wokO2-QV00A&7%BE#&
z{6z(|r~bIX<6DaPCsaUZm!jkIP#B#!_)PSNGX#3`N20y=jSD&(Fl~F=3CiDokUcTE
zP>!Xla~mG}kvKtN8a5diN7&KNcT(@OSD*6iqe_&#itpn@;WFUyz3ZU3MN0n4XV(~I
zEG9(>H%oFg(@D1Vk1`j9+WLcX0VC8(5b=l+mId>+j7x<kkj0w4arLyc<~WCv#_~sh
zta-^v&<90uD*;Hv|H)1%t8lm1`efl`=HuOp_uBzJ*%<pC?x%_IK%fee?VV&1Us!(?
zm}LQ<yt=?noUErfqlSA9e#lyCWP~J7BJ<;-yg9N^iKU3Cu=6dX2N^Eaww7AG4r1a_
z`=v>gcG|tkLz#1c(ZsD4Ymj(g1zZ<biyF^ot6Cv^VtkN0B5>E5@$9@O4?e=!fmq%(
zE=rXD3D4hZ-CaJCaQsi>-VgDt+!oo<xyrj=Y`0Iy!+ff-5{b;XlnJw_jS-{bSU8-f
z1FstK6psNPZY+@V0)W9E0J`+>^1)v>)r*-+>csyJ$J?llV*d+lO+b}tV9P6OTGWKJ
z4gt~@Io{4a_I60vb%(sw%M-?Es5@PI>Kj)bG8G5CfR>!+o-!_g)b6L{ZJL$!*uIsK
zbmD0%Ez2g%CkTRaPhGWyT{9|jE4UXM4M>R7;$e^!q6Ekjh-$$Av25+)yQQjFfJCW0
zAA^ad-?$|2*S_!0tzBMOA=i=Mg_yIjs1y<Z<b<zLKU?p+ytW#@(GjEgq{U%Fi$58H
zYX)wgW{fG#wf3Z?)R(JX9_-3oag(qOd^jC3Ki~rzxMS%;6RnR64V&bzv>oBxyqosw
zGN;l#My&qpZ#pIGRN`nd@~698m7?;nBcAW}bd?X%zGu=d)tYpjRB*oc*rGl6KoY>Q
z;@zZTY`^PCE<MntNc=q)uy?O^fcg5r0L@#zG@1BXx}MR&k`yd%_w40h`ql51l*_x0
znf$-YVFep*zWtSG;3C(~b%L-&KM=KO>STnLsCS?=AXe1#MTb@9n9rc}8v$!+{ZB1M
zd{zY1{Hk9O@PwJMXr+g5c@DzNWL)vLBoE?0`$uU-EY#2i*LdI|T1;t^>#X}sWn7<B
zp$IA@H1BN#(PGY}7#!#vW1oVC-eCups^Y3Kjj*Ht@^=c53Od0T?iPHispE+M>DZLS
zYjd8!&JVW-FV?Nq0VB{!;bZshwqo`U`8bY@^qYSM1EK@xxAw&=V_Sk+52I1N8r7ez
zCMB>O=4&h@?l0^fTqbwkoyW8R8VBsjx!lq(*(ur%wbP$|0A&Fm%YVgPN>K{PFl=P*
z48Ko*vsioIcYYU8{9nsj*3KmzoHwZ!8svLyPL1+P;Po2FnMubA3{wq^yscPMc~aXU
zXGYkWs^uc7&B9&ToG~l1bGEjA*WLRJtl^{v7+5R)W+55UAYb<zczTbM%o7t86PdLW
zIkz(g_)N;X@+?85Cp|WC9__Nk+2*mV%Y`W-D}S6|VLJ4`k;q;kcljFV(Bs!WE!x;=
zyg<$zu>K$pYIAP^FgiGR*R~U>q&oJ5>xwW}D!3!0ddV6rUA4wMuL-;e-Fuqb!${v+
z2j?KVmJqy{<2`=j&=ipj2wd71Q~omM@zb>Zd-t7iZjgHZk?Ku_dqq(o8EzuGbyb1<
z1&$ApK$jmXmby<TSQ;bF{INxwd2gZO`f)IiH3eGdrsXmJ_}CcWO-$9QfgYa?+0L56
z?|+|rV<;5ineQ<TT0t?2({^6Sxy&j}U$l=stL?!ip?K#njf2bW=np2&^`?K#W6<cd
z10*R(J8bF0DE8Qd`QHTP@kUs9&N#htX9HzZPtO1=wUC!1^2A2ofi(R>1}YEaPgg|l
z&2Y(is6^a0Q^pBT9*EKH6!iR*mzg9c093LxC6SraS17N>sZd^tw~$!weUkfWkvY!;
zcxRyUd)+*C&qreyeXKCXvQmz;bjO9|BhG4#dTYRd*XB!ri&2#McvG`YA}@%-=dSSs
zlQdPgX2;A?OlA^LT;8Ln9#TGPkW~Mq`&fk;6jLF06rOJOJoN)VtyFX@EGM5cY@98Y
z520C4?{a+B7n=eK*t~wD{Rrg-5_Aub?tdT_eIM@J!otGR&CX0%y1h0QW7l=sxaayA
z%E6gal5#N4(=AKSx-6R&mjauK{sMXWRGwEnC@#%LE%ShHha`&k<!c^WwFRdt_rdQ;
z2WA2n_^zobfRf6_Kd<SOM<GB#MPo^`l`mU;#<c#M3O>acGNpdzQ4B3FPT1X+qehOV
zmzkkH?}wrK`^LY#cN6Tm@49W|c2*SmG8OzB=bP<23x6&~%LrRx`I0bqag>J~cR(|j
zYtOR6Ct_nT0sl3I5|plGt<Kjyv4dWl@s!~$5av+B2^tiD-}h}SH^neMp=r3!IM~A8
z_3gOM61?WLE)m!?low1uVWsGusmwP9WWzITphs=(#s6t*(to|qxh-A}#pXZzLv&T*
zeC72~(B|3C@xPF@NWMawS6YmUUvsaw#F#J!CPE(w3zzViTsCMteGj*M4)2b9+tMVh
zkYM?yJ0J6MZF~U8$LdO@hHmMNIgd0GoY}uxmL&O<?_1x~J2}q6bgQuQ2tX<{De8#V
zMWjOu9YO=I`e5~w`o+vXl#p{;wlySU$goz0b&}o%Jv{m>Q)IDxnt;k=beIv9?1k=*
zss10U!Ip4$?IfDkh!-Cdem<2WeWAheV&-k7sT|Oc3UV%ysL$QV@>m?jK}e5r^WoO8
zrtitavTS@*Y``Hv%Sn>=z4|%OE%(RB*BtChoxbzw@=}yN>5klUm<y^Mf7xT5>mf=D
zJU7!DOXd$R$|-et7V?{bwnEeCb_g6apnDg3-Bqr7qcU`os9U-+l^vUOSObG_(T~*F
zJ<3E~|DNc&khhKF16|&`!8YI9b&7{IAoU91AcT=Lto=R#5D~-hl1Ag-JfuL6kPcqr
za~hv@3yg6LWqg}`Y|oxsGY-eSLm3@NMc86V(J7>dWIc6cC~E-n?0y3v8gUj#LK@)z
z)QG*|GQ(~dph(zx*4-Ej9KWOf=XumEe_JhS0Q?Zp!7Jgn2+NVcE4_2RpPyjQN9n?&
zKb=%Bcimo7w`^g4r<|c=nn#XXuqz9z-4ycSKnSTPCfBjsDZi$9F*;;l^JmNGcaN~4
zDZu|vaEDpa3kRV_K>5CYiu{gDFRbB<-v#)4^xO(8o{W<@Nu0MioiM?9OB;R~4F#T;
zU{De`soJ|qNw<NQQJUqLdA^h4BHFnByh4OJQc)Rpe_d&`{SZif;XDL!y!>7R@kyW`
zt?~RT`ToDlk}h9m!ZwvudFbmn@#}!Cf**Nn)zJaOBq(hFOZgL|&fuRLoJG4T;6J*0
z$WZ{k_0Pxz{4GC*>&J%SoKfycgcfYU*>@OC<!1?aS;n@lmf!k-X-Imgc?l9Yw*KKI
zfiyM(BN5q@p3P{JlF7ZNB0{%R>L9?@AFAO4rvhhAWCe4iIZAtskPnz{VV>js#}7WS
z#Zys*15mJ(<lXHdIcIcis^Vq)K`9Fr7>;-aFUYVBVtNoC9Y(nX_yk0B$l5|L7*bUm
z1+UHT{P_SyzA%lPzzQAMlxHT-u81O00=b@<la=URxDUd@J)#$w0I}1gS3>Bq#Ts^@
z{yV>i5ztikPjjrFNwR$S<z~UnY^D9X3`WONI&R7QHg|jwr1&KY#jyIv{J@mqQ%P+_
zZr2RC?*E@YgvT;XcofHmi^5`jY}b+Q{pDlXycm>*XC5Vkdpel(cJSNywe)R*XexZR
zKO{|x5q_QyrhoO)6?KF~XJ{|Xv#cw5I>uf{8Sw^wjnw^7!*I;d%j-Ymd}(q03Vi~f
zNl(rOI%$7Du}CB|wuH=m;3OX*-xc<(;4M5iXP$M0i#`rDSbhM^+06c%D4ZIMz=tdG
zdoPaew@%<#O5ZN+h_%6yGOV2ay@9|OjZm>L4bvphso+)={zbPPQajC-0(4z?g<U+%
z1@h&yspmSl)a&=pY2o3|rpr_wUEpwvE;Qm7fV@6;Mh9mGZ2UF0*on4jQCgsH3+N`m
z13lFMJO$;{uMXZDsTUo5ox?Lr3-q(pOBiEfd0SiM&y0VIrwS5TLqO(1kEagqzqN?h
zR5*+i-40lxtTY2Ng!l7eydl36zL~}Ed;BL*hGGVt9u|ba8;pcZd4Lc4qud{==*W<1
zjBfinh>JWBciup~wD^&XPvTeB_3*9AI%qAnK1xqwHMWI|7JLu;0vL4pC0=<JKsf~<
zqerSR>hATPE~)gn36dd;lQBXZ#1Q(?UU}Q_a|B6}1tX7eE~$ynSI%Fh=L59(yNi8N
z)8#-i$QZ?U=yAp08s!(M)cW4m$SECMky|({15;V%t1S;YZaS##j7rq=%YB#E=dt#A
zbr4=ztH!G)>dOC?^oVj|?uRiA*a})=_THp*?DZKZ*gacT-v5iIUBLpnEzef400an&
zgmE%Ktru+({$w$}>JgEQ3Hbd-i$MoP=yj_LbB05rnuhvjjD}Sed+?ZBy1YI;&=6x-
zQLwoD+YtL_qn7f__d26y7Xz(m+tP<bREx)FzE8~*43B-vflha5TH<j6_!J#4T=71Y
zgf%H15D4gFKUS=mnL?A@{i$;U<O9~jq#H_}Rj~9^7VL|ls0yO$-Emt*ZbTw}m8~p1
zj232Z(v6$;)Ix%Qy^>q*SE3vZ#CvuII3-(hAWuH{n0r34d62=_meH_Z5(F+OCY{uL
z=-mn>+ZQof6$_IE(!fHo#X%IEB;Hv)2{4&|xr9O%`qW(77wpr0U02wxll4-GjjYOI
z20NFbHZb5RUf{EmiI2KT?sy2ZRQe(zoE++1yK#9XnGoz9)4qf-dKHk!A3XEM;Q!x;
zpw3$O!gZj6Gkn2`X2GsS%(`C}k||dj>ds+T3Q_(1qr_fOdeNl>)k(rwVSk4P_f^&Z
z!`6StQ~m$(|9C_QnUS6B%wun5gd{}S>)1Pck7Un~c|yp_-em7}ki7{x_B^3u{vKYv
zKfmwq`}=<X^9NmeKA(?qAJ^OMt{aB2yD$9qr~Pez?=sTI9MLFkW{=^*$Tip5SKr!`
zpF)sCO^TLjYBPy5Ak7r=QuShrvAM|%vGcC1!0(d2f`#_Me-YW+;uAK+4xJ=Lo&3aI
zNhj$v3}@Z9NLnc~!Nu;4x4C7H2urwFO<e;%8B^$kcQW<x$r@jD<uf9rPMm!gdbXd9
zz#le*T~82<Y(;@5;R$bON1hVnUl=WDJ^eq^g~a30*f#8L9}CZpsHRN{S&J1+h|K%f
z&p6YW3UJ>|Z19R|HrLpj;oaA)k9r+^&y`Z|g++}@m(SMLY3ICdIRiZ?OLxwHd#hS3
zA}inJ@1qh~H);EtZgZeTE5NcY5*Kn}Kg_cv8mK?Xbj^!w7Y&l(5-Hdr+;$57y#n0A
zdIo|jt#(N4|F9rzG&zgBcAwW^NrS4CL$rXixd(fdh}sR|JFT;?U<a|dkVH{6S4X;n
ze#gZ-?pW;`%A<goF7#^GV0tOEAP-WcamiOWJwD?PHc#c@$f^_0yyPVQi$VDO7i=N9
zj=0?hVi9rW^kA#hq0N!3e_2!8zYg3FE;fn;qDK`e8-L<l?-`%q<!#N1QoS&p%D_$F
z!mnhTd8`Z?gZ2Wj_yjvFA)#)&1g~fEfhp$E7&LKx3}R^oIxBz95HN@19fq=0lsaa5
zf#dG)mOJ#RQ-!dvvXnimMM^(_wCR)4h?PzCLl;K+CD5gH>mK_qPuFMVUsm#KSyPhu
zYdjX7RY``x5G;ke*!LOUsJ+(NFGmoKGaoGG5!&D@zD3%D4V{g=QgHlp`Q0q!R+uDT
zT;pF8^a1UN2{EXXgq0BRB*E8qDi)Qa;QLiT1X{wRtaSN#_RpW1%=qt53!8Xv7c-`2
z_)JO!3L+AoC#HB?$bJ7`{=>H$cTEE$dQ_OgO?9o^neIYe!H4VG<oOW!84%qi@Vre~
zrS_hCwl^W*!QPd@zA{i28)N>N`}y7yR6sll1d#csuy+Tdxs<e|l|s+LSUqLrXW-RO
zfof`s-bE==jJR0kk-o_Sr^voS{b9X4q!lBvRQk%Vb3lH-jC8RSn<8Wq4nj=jYPuqn
zH+BJI+ggpkzusj8<ySB`(&XJ17y(wI^F2g3G)(qDpA9350&R}*=mp0!Q8$mYJGxUp
zE^TqoCI|SnubHeWV?{WHiPgt;Rp9fQ1)ntq7(Z*O`R68T&gN<psdO?#r}vJ-FK52U
zk2n9<i2Zj2=G_&nW#Hk3ERSiEX&lDWjFCiq(Th?**@w(pF*T+omm^|UFB4~FyDw*R
zl*KgPnKZted?ZSIUXmCPkm8?jf4}tmQeD=ZZt76~)$`Ho@a8u^xa;eXreV^jn|WlX
z7CkOj->@&fLk&|=5fQjM4Kkk=7+G(3jT(@;b$IMNG%~EppR~0G;;BX2x(iT;f<o-a
ziH<Z!(zZGI{EHEO6*?GAPsV6US$QR)7zzp9@)f5C>@YU~G-gUoH$uZ_1_){TkI%xJ
z4AJjv(|4VmFeAVTIQNFfA{D{lzDR8H`coDIA~qXS*Dx~`MdC`Tif<R@sblvbIPTl8
zo*0nY?QQWd>Vm%E>A$|A`-MXE2@-&B+{HP8n#0T??G0<3Bac%pC>+2Yxstax$nLC@
zSPQBgP4mTbRkaa=n|<`e*Pw}bcC2IW40UL<{0pb3XGzIqCvh6G#K-V=Nh;kzFXY(%
zqhYSDMr-<O?F=Vk=`QPUj@Jq)TxyR9cWUetRUn2(hgVR7Me^G#=H59+6;3zG_hs8f
z%-c}xaA4_@rg2HaEX!cCUuHYEB@cHO`G3<wZF>SKCK0j{u7vR7{s@~Q&3<(_y>$~~
zxeSdp6P$Hs4H0nYU{;-3h&T_W6pP7CMO8@V<XtGq|I(NEr`9N?%@Y?#0cBC0Fih5b
zNo`=qe2>D>7u5R_Fi&7)Nr+0!x%)j)22<7LE*HnVnb4N^?v0e_v`=`i>xp^HOZ$m%
z51A3bE@S8CMp46JY}Vo#OW+v)W3-qVyN?TbE+7=MN#ZW_*u0gfHI)%d+<XE;my_-=
z{%S6?cO!oQ0j}e_T)t-zjbY+u2+B{(RX&ajNrhN?we{p^Ww(Xqz@LlYEcxcSwUx)x
zMJaPDLE3t$Cp+h4(DjU?vcRgME)8Y$Ab2<g+rv~+&c(@vr~k<pA>(n@g4RHOAQ2$Q
zpKwVAN;cTPm}+?_=X30aBrsFb>U9xMk0UoiL^bun8#jxaH&ZbI`D9q%>ekr=wY^$+
zBGY&7DTgL)dH*L7&L<<ez9}=1q+K3K*!8-Bxxg}{mFhz74~V~5)6j!X=kwy@CP1b^
zCAaQ9`&ftXbcW-^$mW*|{=sHj$L^13&~<w00lFp@S%nF`gf6k73`jTFM=Jx3UElW~
zlyC1dyqBX-bf*yQFt2^fzkisRDm7naOElGNo0SE+?e_TU)m(v7gPAGGys%!g550uW
zWnGCgIuq4>uoMDwnR+(jPhtI^@26|6Fl#e*0Y~ay8}pU}I&i#H&bB^9qY1xgY(cI;
zq+I>Z!Gx$yc_|%DO(BH$Yxk6xwtCwCDv{LFDo9H4zeEwJn6Y0A&nrs5s8$DRDt7FO
z6P;pgx`>B+ww>7Rvr6m#wz3+q9J)O66|gbS?3@~wblAL2aVYI|^nL?-TYHHZ7tIse
z$3GVBA~GCINI>$&<diQ3S!RG5>>u+{HkLntEO%YBchVRUA=e2O_-q?>8QSrR(j;eL
zDN?{iSAJyK3Y+LH-7kIlAl#=7<EnuIJt&X^J6kj+akc$O=He%<lod+mc#mNLzlHbD
zxei$nu;jj{x|NSK1EgKLIqUu;+5NZ^8M}(=32y1~(balk)~$iV^j1eV*RQA{f(%Mg
z*3g=DwJFS5wRJumJKS{04do8O_B^`j2Z#dk&+GFWs%`lE=;#rc%q*4mr=YN~!r-&|
z?fmf-EXl(Ud=|s?S4{`L2Nyy&h-GRCuL;jL{}sXib$IeR1;9BAg>X9`z3OBi_|o`Z
zJ*{AZ21;h|^IJPuLM!@j2lF#Jl9X{k$$(q472Gs*)lUt@4vK{!{<iK)uX3wAHFCu^
z6$q=8m?Y|zV5H%N!pkf9<{5Aw#FYe=!&NHhL3mdxO>8fSE;UZi+`}c_y9Yd-nC0&_
zIBnA>R2{-*E#b;@I%fo@*!%AE+fwg<7y%oa$%_E~LW+tz;_LYH61NQ3)49eZxF))2
zHoyZVjwKlZ#7Lh4uCBitYdIpX1TJ#`*SIT4FWG%L`rW&`;2ZDf_^0<P@D9}Tv#Ud3
z-&ba<Dabw@u_NYNuR1#hZ=z`Y1)nM8T|E<Or{nkE36)9bclfcz%<s9n7S57UZm@7X
zj}BViE2jyp2yNP|tgMw#DeB|phJ7|g`CtEk8Zs_~T?kG7Jq3@zM~sN-6xJ7OHv10t
zXP;B0s&k<I<H68`*BHWEU2p2M8OFBJIV1y%EHZ(v*}W#kQtF4yp9Z4^ok`H?h%FS}
zP=+UCx}&PSeYbt3_GrI$_I{{gzYIs^;ttA{=4>4B2Ng64H5KXQN*4TnErUbW`uLs5
zo)vg?s@*gYF)c^2+rH!1Hw@qsYXN1NjRrpb$c>Hi;clcQriuCM9fbt2%@?Y}5}hFL
z)^9@)ZgzL3SyTun2$Y!-u^Nka(I%q;vJde~CcEpE=@ZW;V&~yLgElulo2zH#owp$-
z>s0IUh)lXc>-l8alZo50yk&5&KY#wz8;s|xv;s>aZiA*x@o*4}(p~d-i@pC9fUBek
zuCdzxU1Rfo^&3FIwlFhc7xR!JHN|0{)pd&|j5!#($twqfNXFQS-%4<DTQ=Cu-#E3o
z%EDgX2+w`B$gD|x8l21d$=2o*O9i;UtkA>TYSS_A{xw6-l>~n0yziX8<oePxGD5%r
zsX;-I$Dys|c9RZaZ@zgT4k$9!4m=uT5+oafAZZy4(Gk+XcX;Xd(+aX)XT`Ir@Uy7N
z7?uh5*_h=^&z{_H=aMdEm*$0k`Sr8b<N7Tj^5iLEN89qu4yFRhl%QWNCxt?y1H&JR
z);(#9YIs;-aIz=gW0k7h$$nE^cR&ZNExVxuF|pROA*E%yZ5JyjE%j3)R{!jjn_Gcx
z*X8xqMd)_o`8bhBZ|uKbtC)=A@4mSClL|0@y(?#XcUP~*dJ;G*AKp3v1A72rm(8Cy
zSFJZfV#fd)JzH=dxgAKRk}jH9Hnn?4oIvvL<7HwhL0bh|nrP=P=+fBp3XNDMpFY$l
z^7}jr)D3^)nBvfFt)&j~&Ha`U@glL*9SBLU8L+Pju##ViT0@sQm2+bDZAB_e-VR}J
zhMg1bVT8F5gm*U%?Uk&9^|5Z|TU5Vj5fUzJm^&xQSaHWr-*~1~Ck(8p8q?=nzU~E!
zpu*tTYWep9eO;y8{^hG~4gXZsU9&nwrIQ`zpo7Gt>`%Ol)h+9FNs|sIEC}-9oi4(|
zkVu3p$Cp7+zv%a_V>8VPu`(0{UtBja9cDP=3!%oj^m1TU>Qj0)R+2V6IdTRRy%a!Y
zsgtiH%dBe2nKYbO{wQ5&1)+{H&R$&DvUey9lrWktbvYOKw%*e_A<{n#go1WAla$-{
zr`Zku?yKha6+J<e=`~2xT&sqXp0pkhuyeOwI!z=TyI_<a{ad9rzr){m?@1hZ5}?C+
z>28kbEa)bCqN)5>S^PTCsextl^}5v6xRl(-jgd?h_5_>yF?sQCWo6uyccgsJtFMxc
z{qA=C*jS<l5qw;*0IxDq8pp=6YwY<bAj<qkLRM1=NW1ph@2-M|3UuP;j)zeaKMoX^
zg|-&<!c)uQx-TXVq;y@i!J7)T{<>8`IHFHz21jbWzo!!LAs1HF1)3I)_^c5aG!;|V
zlf?HZ0kcic&DwnS0K(Xu#jwqdL-fY!V2^(3H4kj64!W%ls^t$p`;xF@6U7_n{=g9>
z#x<(?0|V%v)wlY&FMxZ!;dxI4ZJ}95ZWopL0S6-sNwH*Rd4JdAUa4z{SXMa-SeLg`
zIW)D?WCNKwYgNUGlS*GYZ%7M8!lD-&(wrjubkZMmit4P0;zUT>O(TjMh;@9r`R}u}
zjG;&a$;AD-eI{`o?Ct$I&0%wf-FLrJpc%6J?$d>e;yh4?-z*(mEsb37j=a;*sK1is
zL*7b10G#T#CqsAsDgDTQh1?HqcuhU?{BvX|zo20J)CDT@#&Z}E7Ap1kqtr}`uQ&gl
z7K@RL%<HYp3~^81$UAz#UnGyZ;4nNm7q*41SM{$wGTo>C7gU@3u=ZN7r*Euz#oRQ$
z{k++0y{hA1bYJ!bUo-#QzB}Tf57jT!u7%W2porpC=*=PBUs@03kdR}kZe2`(u6;u{
z<}<CWbwCn4raJ@-lkAmAH_!^tD|ImO-cy%IW&7IBB;YcHKS*xI(f(mMHf1AudbnmI
zf1!#T=5t0X!{m*Zzwpudr(OcXl<3ANx`TUwMCGEX=io}o%V&^9QjIu=uqby}OjzyN
zQ$)_#qQ}8YqHQBMJe7vwnpvf2R)aIc&}n4Px(-OXtKVQ;O4NOT@a4-TsbqjI<^gvD
zCOa!W*w+XDyRRv^n{y`&&97a014SHl3ut-FWp%~_MfPyb$8q^rmEq(9T;(;heD=+x
z4cadrpBzm%!<yQuEVQ^gollTJui`x)SXuP7{N-RlwvX1jR^4<B4P|~R>UiVY*bb@G
zS)Fas$~Up)lmeA}x@f1VM$n4SR*q7+*^-)7yvg_5&i^HT{afX_>uOoRX6o_+Xop2w
zk&VB4s2ncGrLNS~uURq3@2<RQu?mnn&yfn$g5O*(--uEEw;k92w;flszX&@963q2V
zo<b1a&!DNE#~X|@M^cxEoufIq@Ovx-Nu9hm`-_dUU-+%!LGyAIIm~@-S;h_U+^%B7
zR>^H@Gz%WKi+(@b`PyhYqRGk0S!KkErDyf#M>E&{*I$4qwZe*E!e;y)*sr#38F5CC
z=&YoP_kN<ZA{D`OV!Kr>Eg4;MFv$?nc;j=Cxzkg(n7YEk@Qt?y2E#j(KOHYSY*@IO
z-U%NL9DUGyNMnrT+^doPan|JVC9S}DW4OYaLS}SsZs6zvvLNLC_~@RICN<B+?*IzI
z>%sOC{LotdNIU$|+b-Z+@uvLG`Ve$#o}Bhp;C>4LK{(IVDX)N#5b}FsV&ajXaHEC$
z!9Z>&|3jpb41~MORor*;u}W)YWxS)&4Rv|+2oHg60nZXJOU6~^c_1ezM}1IOnDBDH
zSs4$_;gQ<0aHK1VOBaR@>4@afVTDOAu=5xB{{l^+kXxWB=zl=d-@Z|X3#Ar_m)LtK
zTIZlrk61LI^H7F4K2m-E7$&iem#YnSy2_vGM##0f9@S}Yqghx5WXt{di&>>YEeRjD
z$ZQ&aM0jD?N!^px;nCvO7WE7eRASs59O62H0-x3wl>7HvNSD|cwA82HO$k`&zgLNV
z%o`=8BO1IhjLp~7<Yw~ss*Sz7vxQFU@zLM#kD~OewI9ty`OsZtnO`orJ-d}j^+0FD
zoxC1qV&3~80sds?QR+fw{r>(w(HGyICZ+x=hvEW%gW{FoJ2Vh~3>Cx6Q&lV;X6VwM
zPeGa|vE!Fn|6>+^UY)o>DyrF${&bb-`H$hA30EBXo!ty?{+QzFJ$nhfk9z(kW@YCj
zS^HPFm=g-mi8xcjTab|%p}dXk6mOKi)&$1rVgAScEPL7jfDBdkt7>HFu0x~qbZ4W;
zRc<o`?z;^EL?kg}qmqHWI=;mQ&1nazW}vm8Qypd@;c(QY+D5=t>8Q#i!TOE&8BhY$
zgv8+{N%lW39|1g?^HE^dFG%3WD7O`lSsX0*IR?;2XqOwIDMh3|UG_l@b=3Qw1$jK9
zr<Z0ND?ilU!-S@DQ-2Y0W>(2u<R!g~gox-oNYOts%G^ywTWQ^$SM`4HOyXvw9uSk_
zFI;clZ{Sw*ex(DLlJEkS7a+FeG^IrE-8w$fIJMz%->q~*07oCCa>=+qfsh^jEM@kj
zXS`7c9vv-_7Q^Ldch`)tiVs>K!bTZl4m>@^z*Cy~Fazs=v*iM&)h|&;DN6kJ;N8t)
zT~ZK`>WF(S>%*P1-oyy;h;0PenZDrpHp*2?a@r&5xhMRqP(6Q_yMbb!{FdPM?Is4{
zft#uG);ZQA0|Q<IVK+(U11vF}e^9c|RIxTyzRJTy+A7a&G@6P#byms`Hb&C;>?l<-
zeUGnr-gVk66ZpU&=(mLR#&1(M8h=JYB&)Lpk+D?4yz-AwblSp${lXu}zn$V|4bB@c
zLWRx;VglwbGFNKK3?HPp9~6tI2jY;%H4v{>D9gK?%7#ceBf7_GVk?AB`_UR#hOWYM
zd|bLVzCw0A_E+o3CdJv`(LDKf9&dZ!V2rst%|ZpQNpPZ75HjM48ir$4&7?e9_mV>%
zBH*XL=w8C-{Tslb`h^G4hlawf{-{AiH$M`j@In3BgN;`pbY8RkM+ASDVr#kjTMW#G
z4c8Q+db`BQN3s7dY)B^i7M!kJr7xpsY*uwYEBus;AIqog6>NZl(of5OgCq)j9MKq<
zO*IrK%%lVzmf&oNzej7}0Hh}x`WQtbVsQKki-4A~x!iT*jS~JAp4hRJ;N)wC{m*JY
zzi%=8ozhpT7jKsox#Ncs=duc!h{GEn8I89G&@a8F%>DcK|0-*YR-cVYQLBqlf^KvM
zD(1avKctf<K4xsrcl{?|(nO39l6?PX`CXNRmzFUrRrC2mXp(kjg0)tpYbZK<@1e=d
z3?8e>zu5Z=E`j<L8k9mpw}yu_JpUugn-stzlQ9qoNj~fRP-F8d`;3F!@j*|qd-oeV
zo%`WwBAh8P-h%eOwvgW;58T?Q_cjSq&hBDy;LPO67qYJf#J=(<{#)t*m2+Q&0zIu<
zHObdNsmGLbCz(E*l9G}f2JL7_^R)n!ym$y@o$>kXM|{BJ+VrA1%#`~%j4IE7Y0&ue
zYV$=fBm4Ou4!k4jcM<75x7@maw3El|T>`i6aSH%0@6J@L{Tx`gbGGQQ1L|{mjvl*V
z*lcOZ*G~<6?zVG%{~d@u)*hZM)I7`P`xnN*>KtoW8E@Y$U+6Xdfpvae-MDR2W8!z>
z{T!kNHWlP)JI&Gk;n%+!)KB4u$8-ImrW`Fp!bTy}Eq(-al5owRQ+qpRPF+8l$Jt++
z#mm`d1kdwV<`{7uVBJEhor9yiyq99MGR>NRrIq)2K-n3Sk7baq>#0_}Djo3Y{vxRh
z#zwG7v&=BPK<bdT@J0K>`|fSCV-oW+hpNz}?cWq{>tq;wrjPvnkwX6CC}p_1)*vI%
z|7~S%OR`M`K3;!~Dc0K)#~9)Hbp3D8kJZ#ow1hiZINkQIhbL^~iOZF_3e*_RZXGgh
z<G<WgNnP;ih(yYr@gRIm1(3>n-ORuEc+!|Fzx~wB4WXPLUUwCsVy-_@4@*ORAXnmU
zam4m!mIVfl)YKk(DU)!%-VfZm+l49T`~#XnTOQ&wleaLH&spQLnKkF#j^fFWx}%5j
zN!)~v;8u#>MiYvd6Cwr0gFq#fI#lYN`M2*V!%z<+<=|ynQ4~0rgRah~RoW;ZeaC~f
zSR>fUhS|s{{FRQ<Z>5RZVy(~FQ_K(;4s71%j-bBIVbT5#c3K6~eO=-p+0e4pH5bw$
zfZsbkL8p6_^x{#wGRw43rp^eh==YKLSk#h4w^i8sz!BY;1BxZT98ZEOEZW_Or_bY4
z;VewJqmJhqdi@qQ7j?(g!>O~=`&Q_?sB=#@s+~1~GhC1&I7E<RXxY4hr_Rm#StA;~
zbw8qr1eK)K^3*;L6i58^iP+r55z3WTwA*QS)Zz2bK1kf^_MM4}2kO{Uy6qpl6JiTp
z;`z3IJTK@jEhGHuER@b{32vUK!TENgk-`LI#f>7!b|0-vILtZJ0-Eu|YeVt&*s=L{
z>}*SxmHDi*`<&N*vJQ=7Mcl^b#3Vy?jV4QV4s^;l`^#5iVjrAdt_z86xmP~Hex27c
z_A=v(2NzeTgq{smMG67g`1>LYymaPx1zcy@kNpqU72$kMd0anx3UD#(Zg9J=mbu#Q
zNeAII`8{r%CQwL##-y}pJ}_+Yp{N+LCt6~CPrKhuL$RXjS)N&+vOE?bNghs{9e=Mg
zFnWrzOIGj*FHHrq+-yq}@>1wOxl?C~T(fdC9(SuXh4J@^M<i64anU6^!E>fT+6wn;
z`nOrJQz9^(Ro7-vVxM*brKN*N7af(tK81}&D(~r@{viP!CTxcX_4$n#H94WHZoB3G
zyHR<T)}e9@+z|gt*Wo|)L+=P4@jWSFD~bgAvxT<}D1A8Z{(G>AOIBz-y<kmuwpIlX
zkWUeI59BI_zulqn6mw?pDNB)>LymoO*4LgYp)L15M%|&uq>1-b@<~a-BGFCf)BR!L
zjs2Pw`6_osBV+BTU&U|iDn|p}n5ED!{67Q02$fIlQ9g{?K0OaRSt2}-PlK4I$l}fG
z2n2MxGqBe&q>y}4Ym!@^C+Uq+M7l{IJw>Wrp!`~Z^IsC>fC85G8wC<sig1QEGD$=c
zh_H#-88<<?R8P{!oeKMLj@Q6|H8|zK``YKG?iA`<hKap3uKe8QO%x~xDU2v#f|}rm
zA^Z!WiQZzPkHVnLbO-mITtAic%hxqtKn}_w-w(?m?^?(cjEg2O%$x_ME0pu_vL7Ea
zFn_;|ZUs2f|7v9bYZyrd7vw#}Vr0s}{<hc2CVd41*4-dHD@r#E7uk=ow7ig!)yYdz
zvzyDd6}ls1ilJmY?_ce`oN1{JQm&O|r`7dCZwNNSdcOV+=MPp%unoBtvMrcQo<-0P
z<J<f$b+ZkODR2>zpv&HQ<LhA1EzSThI!!<D3C+wlMVyf>2kqgG#{KlKsvT&;0c{v#
z<-re*X{k~ZsE(lVJ!`w$O|Sj~C&PMv+{?4Ty&gCwj97@Zs@ItmhCg}{%lQyFI;w#3
zp#J9ts525nvg~j*<#1H^&25xMrZ#26*?LD^?bS{Pb=H$n$>}dS=?N2%N!SFJ6NH9k
zL-v|z+{nhpX7=~8FM=<Vo}jI=`qjj0)0Suq4n<aq1ADxlYK+S#8z)8uii%p=Sw?MR
zf_N6-935Q3F!VNdX=C`L<%g1;dsw4)7sDey^lHV`Xbd#XQ*ZVvwwa)Ka_ts}=G)4u
zrE*}!qdFW=9Z*v8QazB-J*y0^4umSnxG?_lCPh|_Ec=nT?blM_2QTEo>J~9X%3u-1
zk7d_#6$QIrvPh-@A1_yomksqVR8o}<9UKB(q<o%z0Tw&A_}F3JbMO_@Q5{*Yqpqr^
z&No|CX70vfK%{J}BOi?|-u}w_Jg1*Td-I|;X`onK>sPwiGq-P%?&59Z&a&g(Adtc8
zquS?-_HNldkGa)Mu*updD^7(FQif!3c_7E*{Y2CO%Ie?qIbs!Nt#cpP|6rSpd~s*x
zSjput6k%pbzTErv^{PSsKCA-R#!*PqN^-#>hGMbFyWIE<DYq4l=@AXrv{&wUg(W&9
zZy$^Xu&Q+XxbVM`r2StMKUHPoiSOcJ+dXXy8Ch{0!G01xBB_C(7?m~lsix&7JN-ZG
z_hlE!Wn8S!?+;kC&){ox$P4)>J$R8Y3-Tj#vMV2N@-Sh3aTC4fha5=dlTeq@T#*Qe
z)5i!ljr#X1(r4>@`rHnh^MH78^gm<g-@B7&EA&ls1J}DSyoQ&GEA8-tt9R#-w|3}U
zwK_{<C7ddm81T9-T|TV8a=yJz|H?2rB@DXkjmcacKYngR+%}r=6CTC=p`^~f?O6?O
z42in$;9CoYcrbWfFO+~^AYxM{_7{{@=nn#JKx4<7c0pv&mb(0n^^X^m_oX>J)(Q1g
z`~76B9=2u+u)W;LLMK7`Jn1{Cya7Zx$q--uZyp!1lI$hEp)aK-Wo2ooDpzNYyZ+zK
zX|Y+~J%lETKIDYcLx@#OCnfT2%-74zGY+swkbMUqGWIjn=e=Ls?}%2^RK0iZJyPE5
z6?CP>C5-P3JK$K5US3icyGL2X!6&ufb!oGFv4OknrM^2)FB-q@zuqYIXnV)qwp(0t
zPei^dTWxoFHv4D+R}wL@^s3wEH04{y(Las7=i3bOd=0Wx<Lvw4vzurj*0_*`QO4fu
z)Yb_i5W}75y0lLaz);vl&dM*YnDPR*cM^;*@c!F*CVp!PTF!t$cTj>O(?<j_-^eK2
z$?45Rry7hTMz%tnlLJ8NAP5fZ!jRSP)#0dNB^I$#+jh}gX%5BTY*{y;u`P?)aHp>l
zxq>`EW!!1>H(6YAH9rCL*{UC@WC`;%&XjUEo8(pzJg@qj_ZGSUqo{0<7w{MWy7L-Q
zKwJ$XhWQ=+_F;zP=zho@3(zA}=5GqtHhpBsyApS4hCnqTe{~K|KQ<HmzH-*;W0Xnw
zGw#`M*n}qVHL!#$VV&w1v#u=;mfc-y-W4x{wwU#h7JK%X%Jdz+`oXUxPY=$yN<D#w
ztSuzAlY<Ru<KoI(7`DeWrqg%xJUWPfRz8d5hYoX<rXdm1k*Vn;Gy7CezlG==IG|B{
zYC|g?BK2f8E+6ow>@Mee_4Ti9ST`z%Ib*4eWjqYZ9z=YDF5$m^+4FzYzMg?_yN%AU
z(mYzp^YTFpgvC=Ee}Ab^i=x?j0qblmal1MGQzYoN%&X<Ev5wr%xihb!o+t1W32YEZ
z#H~M>(mi_oH{IgT@4X1m(u*9dw7G~g^2L_2&060Lhk5VospgHY)1X`D8-)b7hUgYd
zxjLbm^bvq2HtstJAWacs86u<C9WRPGL8o%gaORsb?6DdjFmv;SCC>81@-C;Me5t;q
zs4#m^MbK#!;a9v%4}6Ny6`usQ@W~u)Ka$`eTKJ>Oj)n&D$CHRaQK&W09_p5oql-en
zFWKp+hjo+C4rkuln?RSC+ge<VxKEwJr0=^_JqxR*v<|@R{lrB+pj7y)CJp6dfdHbz
zo}a%%r1N$VfBIjd%U0L~7}a`$LzX~uF_?ZDKUibid|f{#CB@x%PHvSzsjN}rR^=@Z
zkL{<9P|8ZF6Cnlc@wQKz#G=5wjG;YN8%`P)?vyWRf|^gk=IO0GZO)^Y|3-rePOXhQ
zrH%EzaR2L(8w!@Q`1i(zDef|H@s9t52VjdlJ~L+IyvZoWYOO)>#4F_odlvip`cl&-
z@(62>Ghe7mf!T~>vh>PsB(zhd`H8S{E%wAE+iOr$ZNNn&z4y@SodG2MQc{Y1ds+&e
zrB$sNe@kwpRe-fTkefumvxyfFDvpf%fMA}$ob`JXoJ8p~8$~1~a9=YUN-NT(;3lp<
zbAIVnyxwq!zLR%v3|+Fd1vT~#l)ewV{xr;`5l&C+hp^w*E`pJfbSwCbDgv)Gn<F2{
zpQbGA3wn4kXU1}2^D}xSvOj`eIzxH3!%=+8^|WGCPk!%m8WJ2Pl_@1;6G!8L!Oy;j
zJKeETpB*4zL42Oon{Bm7IgNi27*iiZKJe03fQr2;%ju)a{mf({|EbMBT8}OpgbJCU
za^~mGG`TSqbeamIIxAp+ETt}n+nv!F^L0jUK9Zv17X$N&)%T_yjgu%){%i>8_=p=A
z2FCc_U0f`qmL#l`xverh+Ae-<Tr>Gt#OK!=eNJzNwRUnbP3xs#=rz^y-+TEQJZJK4
zNrm*0`yG`M{EnO{n42?M62gm(9@yins+fYg!|2z8{wQw7D+8}BCi0#i6#U)$dTToB
z@iA>RQvXvZNhEjiQhjdq)o2iK`(qjRnd7A*i4Y>@JbM0$q2(}`yPkP?4ddqjLip?P
ztC3L|P5O`#0qs9+!AWHL*Y<s`hYHk=^fP1fvfIq<6@NR)(_qKxxAt?X4y_)=TeFi|
z$aR4b;N@$>^!PDiq%D$489u+oT_%9^o({Jc+LC1bB_qL|F*)}`2YXJkO@SO5@!EqJ
znV#GIAw|>CzRCGW9QzTUvw80t2sA9P0E{x^&+?s?l=z9PY)e+{1AxCR*SGwwz(O)2
z;@*a_mku3?B|8HYRP%I?Os0Segj(d_B#bt)sWc#eDF<(a`v3xy3hFn<SnN1Aerxn;
zMLFO#KVQ%DJon2a<}5*|n%~xJtZy}B_AczP6c5k)^OCO1tN}5#15hNl>bN#N`2!dL
z12)>)H2h;2+(*^T^}U8OYcV|JxyQ6Q!jtdNZ202o8SH-IFn6KltJ>Zg-jrhbUf9zk
z3*G}$jAte$497jL;lwea)1upop8r<`Ce7<jI5Z=cr+cr!K4N3>yTF%csD|kAeVm8h
zWM7Q`5A-i(Jj#q1bCPRY)I2B2{EIP-F5D<*@}hq^DP;q9$PD4SBBsm5O}Ll3gJ>{2
zqV6|%b?~!0$=tx~6qxjhLt9QdMnf##{jOAE&wU6?C&BxP+!4`6?sUqe4lTI~G`<Vp
zGoZQEJx*DBT+3Ev@=}3LZ?-2?!CeNV$Kn9sW8%9J5Fi!n`rH%`YjtBbe{xI$ji4K8
zOxeh1g=V-S3>O;NL&GhX8<lRU+HqHER<^tsG29fq6$;w?cX^rBobYaRyD<bCSEsQu
zK^<@;EW*?Day(i+lQ+mTjbGq3CQV!b^CHF&i0{)<L*+`BJquPJ$n<61pVeqWmcM^4
zUwM_^6y|Brj@umOX|A$sLL2lS?R2ZgEbRE9q1mZ&w@ch`*Uflhi6F;E3GZeo;l)4s
zyY0WMGtFxiylRHxva<Xj+O5}W5_LgeefFCVe7Rw**E_8loZYBv#{cZ(B^tv?SXNv2
zf9(8E1kjmEL^rRvKUBwr=ofk1v@YtP<m}Nf#q|r(QY-eTlh;cRv-afAW6;v%yb9gs
z;v#7z%x3uDUs%gk(n!en<JV}+mCY--cOU#fTesOJac20|7-ql~{S}g`g3AN_1|<#7
zE0a+@JSK-nmKUm>jezOClaERS);zgY`ROfNMV<Vg#pCi0qqTao<>`P2vA^-i>xxA&
zP_e!m*<ofiJ$o$^c8}e9`8xgydsTm9ij-p$(DxNP4ycF3U|bh&YX)<p{jgG21N7+I
zI)+88y{}HH3T6Q@7=AXBeI#$k#cxM+7n?JvGrq8UXKq4bw481x*q{<)WpgVKXj=T&
zHK}XdXzFo>X<`Vz5x;0vH9_8LEM_Y)4voxrPNof2=AMd;ku{q-*|?DymM^>*h;V-P
zS)5{bw|vwigbmT~)Q+62Vd`;VRuUNrQg1I9W7;QFhlHEhq`maunL5MvljYk>7<Tbs
z>H$ZG_4(af;0dRq54)nJ#+My{S^7mqZl%TVzyf}9P4fdMq6FJ9IH;nq{q07K5WwV;
zKc&j|kL+m)_p0_uFX{=CKPd^RNO?c*bs{MEe&w!f`v}vL!*6dz;uuMlz5_Gs>;fHn
zS9qD#Qd@2nA<|GyW=y6s=qh>}!{KtEkT7`R8*FYmANYPu3+@JkQ9HmG%-=7$i(R_*
zjGP?O<b&%;h>Xtu%_8{9Z;Wt^M_Ul|X!x+P*GkCIq=5wu1s1zKIeRPTGld5G`{rpu
zR^<$o?|Da{8Jf`}!9G_pqu`RRiBH{FJ1ym`q8KXV+k@Te)n@;-6=!|RN<%3WYokn8
zja4t^W@r0x_$wyAF#ZOf4M{S&Io4Xs_lz@5SQzZR8gFgHkG;P(h;YnNTPus}N~n~g
z+kB&Mw^s+9^yLX%)kz^kyXRrJ-@T4lMLY6R&OdtW<jyn$>;2`5Y#n^Z2Ws7t9Mwi!
z-uv~y^GwmPH?RSU?IA<&?BX0lXeAKU9R!;j1mJ3_$jL;sKf9Yu*r$T5m0T;;{+w;O
zndQT}kWa|ir2~4tkum}xqN<jvQ)iR_QC4X9Rd=PwXI%?PfaI~nOsixB0OaCrPo&F;
zAUU%>vm$r9;#ghXkowSNVHyS2fPJKHgBLLOw^B~kzt5hJ5a3gR;4wksQxEoAD&6ZI
zy?q-ZGFYUS{`T|Fv(&V005txcNd0G5u={U)?zR+K@G~6Nc8TLqj|n>oTG>Z%`mn(4
z!^P!YvYMh!{&cLL6gSrK!g`i`6D6F>ftf-Gs8?!qNm)`pZU?g(-kuT1LR*}A@AH|8
zcXc)0))yZBNln!(vHu~_c8XaAB%c@%T!A|-vMwzE6_V=ycF|wvPk|n>2sS(-_A93D
zvNORlU~Z)9oNc(~vr2x&lq9>`LT-7v8g7`cTm}#{tUyS910@<7nsW-KmQQmJ?$aZn
z8+fNIrRr9sWfhiNN7nX`9y50t?+6xDLD8kl-Q6+322fo+&D9;v@6@R>6&5TnC=#<K
z)a8J0p0YNQ18x<^y+7+(@gt%+F7_oKGDjpd&lk9<$^YLO=)4q`aQR&PX-_+JTYu+-
z68E#Q>)W(mp(D-1-m!@_YcPOIZqpduR^}|DvNRRKt_kW<9mR^PVm0J5B2`V!SwfIj
z=eLum>*k3dMRB^&moGCDq<OL!T8jeHXfhWi{gbi?zqMqa0LWd%;KposV)|wZB<_*5
zEN!MuM9~B~iJ9Jg!0*3hy<tz63-F!*a{OK1lI`rri+qAm{v=<%U)cNqqpKxFj^7_>
z2?rM9z-aSvM+Q&a8O1v-5s@;eWEwaF39499=x*8nX%SN157HJY7{ZUJPn)$!7SR6F
zXY>9~pM7i3of<Pa6Vt}i-82aYv_CHu5z@=peN*7*)RKgKYwLU_<YKbWk_MbIKZX~X
zXvUqi92=_xV@$D<Yezs@>|R{FP+Kew*fOuBpG1O_Vbwr${%h9c+8Qx0mrG#xWR6L$
zO#A%K+y2NtcN%Y>Nq90m#cB1Nd!0vCtb}<nTI)~|^v(cFR;4SnUTFu*1*kY%%h{#2
z1MnbUHPO-!BUIZ8QIX(Mj))P)mr`Js+*gCEEE+oDzEh=q{C{-t9T6Y}Z~34M9zl|$
zX08-dlb62Z7C`)wf;*Y0XYMP+tt?W@GVbE=pPv8L)_qGWdJh{<{q~`&!p#sDX_R*%
zWw@(mh9fisGTdo;hTuO?Ya$PHi^amSObK|AbIevn^v3oiyq4W1&fp+Bwo_sU!Ve?V
zR4&@nLY}DZOo^#YD|A~&A{@60Pmpcz<@cxVWP_lWI|G8cu{e<Ux+`4D=Re<Qpj7*%
zQ>S)Bv}C$5o_d6~U(rCfw)k1NHr^dYLPn>13ctTN4~vANF>eI*KZ4`&eB^n=h>k&W
z=N?4qbB+9k)Xj3qy#9EZ;mF#1bAvek^K|bP<YbBN$@%2Y+4;`){ovSz$cKL|!#DhA
zeoOi|JfD6iYF=MuEI4v77oxwsmGvo|*$TU9{L>M!c~>j(&|=LMG?g8anauEmhDpjZ
zFq>(cAbY4%)>%=M1c`Z4rSXYQ<QfBmwCK2EKp5Y;G`gP$@;FJ8Pr_FM8RmKZW;ajm
zxpoHJa6<bbyj;O*q#N4eP?qOt=ZL#-#7S5<&yeo!qkiIe*GB^~GQj78525bx4)Ok3
z{Lv!BCe5NTzFHQ`V(y!{_V0>=Tm<tuiUzMr#L-Q~YKOGA*!BC9Z^d@sL+yI3c;sGn
zZ+Q-PU1rp5A{lk9#J@68RuS99Rxz9Aio|qXHVj1YMIypEPe<b?{Dw{{a%M-Z1s^)+
zk&F8fB;9-p{q%K~1BVY1n3PhPYZ4+tf}D1@#hD*2Sw)k{drjg$B+o=+#uVd)KstR|
zg{u2};a%zaeZ=^jUQ+tiw``oLz<c@;o+@ocQ3ph#50Sil*-Cs!X173SRNos@>?C>}
z!kfwSdW)9WvV2EZ@Z>B1dvXt%6IAbw0yLwPK1c|9O$;@7*Q~^^E#xo~`Rjv3rAx+h
zh5L=RA#a6&_|L*EIU^$|5pWFHY!JovPwBk0KZ!|H-Cj<`y?7v^W#Kn6mzK_66wQW~
zD`YVG$-0{q!t@#xW5Hu*Xm92)33n5sBEU#Ow8e1L>^QR3UFhB6r_iKtr#7X~t<9|A
zE^%u;+Y567di_-VDp>}1+bvdCMuaZ1QsosT2vUVC6)TrFJ>$;$A^TlEi}21~Is)C?
zqkyE86b4D1Y)ogHyoPO%%2Zfj^%Ojnqc{KbaK^V$N0W-6Y741kt!KP|?(T#uyM3y#
zk-qS9>+fzeA+qwNfo4yFVddpUD@P4lGNw?Jx@!MAg1NflF2vB^TwZMuqj*MMX=0g%
z!!8a|0X`#T8O(Ph!uovvxyj3CYA3W{y;bxl3NXzM0ZGD7zU5j=`=`2=PVJu&s&JLT
zn<e*(Cal&R%kXm~-Dkb$O0SxdZ9KL%>A^a2o)<E~_5j1rG6UuX6^Zd?Plsr7yY0OY
z(JAsh?t_%fPcC{tCd~wb_u{NcpebpNxAg#mzQnL9W$M)aX_g~Q36g1z9z2|(`bs49
z2^n&${#%c059fQ9x@X_)V_lZ|OFqYpEZv2uSPbVP%pYzD!P7jxGHo9)8(52Oy?{^G
z+K)(ykg*?*#+&*-9~XAQg!L#Aef*T2pq?I%S}ZE6<tCqB$@yf)-0(^vFqI>kyp=im
z?ZZYA<hmX1Mi}QI5ivh3*I56n3`9!c;KP9tN>cim=rrO}fa1(YV%uFVx`U@Q>#yO4
zi%rjM2VW4-<Cs_01|%u8IWynW7*kt)3Ewa;5_a%#D<<SI-PS-mSi@P<m<S{vsjh%a
z;;vQUV^P_aqsYq)uJJ3eC=z)vu7ES9(LRf=r9K#j-fDlIHE_+gTi%ZuO@BcD^f=hE
zeSs3?|Esc_<dqw%$qmsd#nu&=FfD4v#$(=cB}&3-`k?zAfs9N^pdyudIAVX!Ew_|;
zKlNapoRmCP_p$v4qyN^1MY#stdl_AV4EclC;JvcAcv`irW`C6;C$X#rv<2~Js;OtR
zaJP%KA5$f2;6zPf%~DRmc#YHo>Nh>`eNQQxewhCIQX=EU$2mzt^)Kti7A;M7?Yree
zLbR%V)C8PImuWk4ZYeAR58MJcGq=J$4YMOvM|__JiL$!2#-35-w;S;^nSQf@_?scU
zy2LGC;joGtsyW+5DL>s}WpkPUT3Uj_v-eI>ICnS|i7!WDTpuG+F@jP?iqicGvRf<s
zB&9|7zOH;_^5e>_R=D|Mjq-m_kC>k?v$KFF#x(J=CNR{dr4qrv1$baXjPKQib<^mU
zPV_)q&XRxDhty-Pl5N_4P*|kh+T|drYO(x~5s7MJRn{jtU?7-Vs2WdADU+-b$v3XA
zFqV8USQtu0%DceG#5^q<7=owH$lJQ24PL~?z}kFLIQ`ng=#1pwZjQ9ewG%S8D~NOF
z4ZMykg;Q|(c1PjM9*U77)twG*+-COqz)2F_aG*<!!>n@@_Ix-5lyItB&fKzQ5>rO{
zOEY<Nc2gm=I>+>WoN~|Ec3!}%T2F(w;Z<_;Bcyg>>8<N7*9djbnLPCdn2r->V|CLI
zMje^075jo)tw(P|1YRg~=~dcHtzzEmfbbq{c5%_+moH4Mw8j`CwcuynO#Gz`_8;mo
zMRgy)sgoBK8|*6P*7<4yy@oogcYReBlT^=xZhfErs{KU8ar$(}yjxtgzdIo&WLBfb
z7XF=TOlh!$?%);tK+Dl*=Z%SyPY?zkn#x%6(c6%Kw>@lO4=n^lD1qnVlBoZ?zRieU
z2AX4Oanc&@xQHs9jnp?^>G!)Xqxwb8{742*h@R-^AGJ6rCOub@ewkr<beIn|;~>?v
z+jyyMyuwdn-9u@|tegzg7Y-G;$|Eyu%ka3Jr(05Z<D3ZXtvDR9WG;QL!s@>@U*P5I
z=HXbRs|>PF9+E^fsp|Eu-ig9}dBFoaJv|J<HvA!v5~5_OKWZqEyg%!bn<q+ZK2EMV
zS|4+}1`c)pdl75QJM(0lpbuqzOxA^4{E=KwbVU5{B=csUf5hMQt2vL~##AH=)nZht
z)Kb&6<&gRegbtsgz@xf{fzj@nlaJfpqfii*Q|ajQHxQP?%p;#g@T&X(A)znCf6mg0
zCzu`~04K(Ou_8u-G#h6rOc`m|ppt&36xDR*lsM0!6xI5EMjgDI5P@XCvt~2(`1i{z
z{KTH(;B?I@Xp07xAqj7Vj5S_TSvj@Gxvu$=@(wU6&mJ+1KSfYX4F_=D`)%0lb+SIT
zs_D$zT^Z|%y*2hqOVBbLg8>0d++X905h67O%lLW%*u(G|e{AQ_?~q<C^rf66+kA&Y
zmg}a+>uc*V_YcX!Cidcn#hS9tFW1gA;F+J9j-`7{^z`vZi1Ew&e>yMG=za-D4dekk
z{8u5fztw)mca_jKm$O>DJ5hLuJZM4=UmUb9hmtH5M2Og1-XUw2#rxXk&QZ2dsbyOf
zD@~UAJNtDY-|yr%7%6YKx-Yjp`5>Y*V7#us&}d<bCK_GaZsQHUBEkJ5q9>w;qu|E<
ztqM2PX%!9DUwYi|6=EtS+tuoL|9cI1i?gY&YcHTRCi1M(*2-_ny<fCfM*yRtG0rmR
zb#8n%_Ev@~Fn&oP{z-h|p8XJcDWd90cP$mf+-6|!&{}Cl<K~(3Um&8yKh2D<?cE?s
zhV=E5i)N3~{S{;X-?`9a0>eR@y-1{v*DdRXO0IgAa)nvE8%fY>lr(5_NS;t%eFdLR
zUr1F)y?Wgp1g~^V%{7Tlic%X?U}Wr$z>Fn>rHoai=B`x^^r|<NTMP2SS~#$veiz3B
zLy_!VWT^TAXry9bkLoVr<lf5;Kd^pw|13}_3XXd`Q|f?}Fym^(+e1dkdZGe<QE|Wo
zAs3B?1lma;3h+R~_O1jgCoG(U`uJN_1}f4<)0oCa^C@NJo1@jaL>ikz+z2+bD<j?7
z=AUmzeBAO1&dTwHZV#RcMJ4f@?%Ec^p%-LbkRou6k5~(eqMdfHX3wWm^u(Nd{Ba`#
z12XXv@Or-@!`0gTbIJqMcMwCc^P9Fef=%%^PEzrqxwi3|RSgS%1`bnP4ig&!;+2qC
zBfNWbLz~VN7cM=_5^r3^_fu~a4CSe*>z*y37ydhK)Ta~n^{N*-f^iQTHZs5vomMm!
z<+Lv6$<n1imnh`UblJgl+43#YLYSJGiaNNtKIm@;EN5p3ej^ZBSPZ3g8`?PC$$*&j
zTuuOkrKu8K250ZJ-HMcHHch;a&#CXC+W0^6NZ{fBs@6`jY@3QEr&9Umkb+;LEH6ZE
zqxS1<ZvyvJJ1#`iTJbxRUj4~2=U=DSf`&r6Q()H0e9}AH=gm34eXG09l3@$SLy-eQ
z+<!)izeEn;#tIzITA@8iNxa%zmeK!;@8#T~Iu-Ug^JmkaXO)$7EPJ!}yPCpI)t_u(
z%9vMijNXBf@>+!OK@9ch^t_5oHx=HlWPJ~m=|vK}L(mk!Ns0-d<YDl;l?OhGGKwIz
z&`36&c=u3{Z{hrOZ$4`3D@)QnwXB&zL@u#T$^mXozkBbZd~Yx=O_8P%`RMjNPQ|?g
zErwi-=ydKrcYZjtSd}^ay-BAJ7<ZnoW%J~@QZ+|^%%4b4(GBe(L~u6xm4ChKE;a_K
zIyz-~SwVwf4>P^ceWWWo$63@R{~wF7!Gv~8)Zy6YFwcwXb(wJAXC{gkap1N%-U*NF
z<s__o2K^T=Kt=Kk9oKrU@^AiR5>B>Hk6bN`>@76#p@eJg=1=(mgwd|>ce?f3mFs8w
zFEHWz*G<XtdCBefWTXug$G+DFXe@AgXts1X&#S&WNC1&X_@Lg-_i49i8zt!?<IsdH
zG9+k-)I1`&@G(OTMadNIhV^4|Dn|H=>{zP8bE3U(qBpxmJyV9Jav#FTBkZIzse&+u
z%(b%{1aa8J5!P@Y&)Gte@rrS0b5@<~YuV3_zBNLa-b{T+*~q(R2jA10EYysI`7=(f
znheIi{B@81xq80roRNC%>cl)bm!8p=kh>6n<CA035Gadguy3fm!uR~~gV%5inj#8`
zi5VWc(8-t&xH{5fkK!ov<TxHEg{Ewf=Sv{ljRm>M)|bV-up8HNz~-5_K}(oODLs7g
zoC~`2IzYK7rM2Gvp_|pBwOk)l0zWH(<KuH#X0*wz<YtYx6ld_WYf8##@S+#cYcZd=
zdVd=ybA0tPh;@7UYH>N&q6J8?nwx1FVorNdvm<^<H;2EDeg<Cyl6>4W`Vl0%si`R^
z$7FA=ruC0fYtV*`;YC`s>^&cVS)jnE4-zk@_h6(%Y5>~Zdoy>iY2-nBvh@nL^$?eJ
z>}zY8$4Hk?Z+}9uO}Z((bF8L}Q_%opUYA67(Cu4;MaJY)OH;3<(!`{udVdw6y<lHr
z97>Y|ov>Z=i_4XdKBKi3lFd**#qJ(Vvza{1^@x8dPP>{WNJv5E^TR5CbgwG^1BmTu
zlq(s^Ke{4{bbKIX@sc=^X_C*jKPGvsN)c+09t%p@WhlQNNtw#<w5Q-I)=BD^)8u3#
zC)M3rd-)|EBk>D&pX)fE{{T61^2ON4o{+!7-@Hf{eihIc_{KlI{&?iE5axMJXHWXO
z+3B~D&|Y3R2IpwtG}5WsLUNJBh&xlt-*NAL6c$&+=}IIqA0mQ-!sj7B$%qz5*{|-k
zhZQLYMeJ63Dhue2xIfY3en^a=90kZ#nn5X(Y+JJoOegh2N{7zh%}IVMCn<rN!ZA*X
zzLzQH{`v~*0d*Un@41WeF`3i_!250oJ8EsWT<kNL1Hk#Y1%dFQY}m-}>GqFUA|7d?
zB1#griG7g-!^}}(NxF6R5<t_mvAyFuX`{_&oWSwTNO8h?20r%W6~Y?T#qQctn$%*y
zZ7PoE&R>0}tTg5u%r7PhjewdnStE#yE;^J(GZMF{`|zyX77;_`-ErCkE{DGmF?=+4
z1F`bt9Z4)W4Otz|W}W0M0{z|6n5JFniu!PhX&r`0Hm33oaxnuxz<44&WEqe#{HhN>
zdWaZ31m3a^(?dzSPhYisqq_?GfWeP`_2~;izEZ^Np%>ZiR-8{x@;}nc^uRcr8F(zt
zXG6RsC549ZxU>A`f^zn*(3~aTx48_eb4FtE{wb*3dZ&iOS`=WEXn!$-RnfH0X}>Mf
zE^L$r>?NZ;Tqo@p|ES-UR|*DPC=Hg+DV!p1lRY`Zut9e86H~-q&sGi*l36Pf<0y)P
zr3cM9@5njF)3eM#u*~O||Bd_i)c}zpVY<K3{4^3zoM^)Lb3o2Vi3Q_O?Q2LfmjsW0
zbN6J&+qH_K@%|d}4Z#gT^&R)~YM#26n}?bY=m=#B*ma<n+!xq5l<jGl4N0(}_>(Vf
z{M^g>AX50*bbdBSN7*b&KBwb*(y~DKlbC3m{1q{OSLg4P)8jXOP5kIsuaHhtqrAu7
zN+|Ntk3}kajJL7%{wK0u2b7AbV4U=2Q{1poTko(ZRH;rJdNFH}S%amnsv59yYv6`5
zsea7_yaWAZr@#<a0Yw(6{%9(px$<RH`m!-2fy#%;D(^FU^cH0L!At;c!uRh_b?ULo
zlo2(?o%ecf$_$#lfO|168HX011DATio0RlVOzPF9;kMm1yhqkKUq9j7OpRp9GpKH)
z3D|geJXb&5Zhw9+audzD8sN9O70~XnT&0a6m}a??=K&TfbGF{?`VtjM#+g0$w&>j`
zb5o$h;$3@K@^{N6V2M2TnELQX1Ln>~B9zJ}$To#r@wpN@8fB}WK{&lp|CoqaK?F=S
zCTZ#yr=`JC1y(Nw2ec(OTB8qbyy*+Uj`=HxQ~`nD^fZBJJyks8vatAGE7d`+OaY}4
zthwg|TJtP__a%N&^K9JRc(m6x-HUcGY|CYPZrn$>?V(Z1j)SR{-(&h&|5kXwurB;T
z#9PG3E|r$rxIE0xVEcEYZj%S3%4(R~kh;=&kbDI#xR?+<f-O!D=THs(bQmUsJWf37
zR`bmKLf}=c(cPQxS@>nSFC=_KBbwUOwmkM@k$eXxKE=1q4Psj-dC#zv-YO#mo}{Gf
z@#4u_q|=Kn)HB?}ZZ#3Z)qXo&1IcQs;BZT+YC{*l>_T;1LHosGu(0l86%SEentQkH
z-F&>hIv(kqZM59~;^s-nKwv`}T+H8}m@Z4VKEuNajax{^MW|D`I!VqTl&>P!JY8bT
zo;$YRCL@0dmj9hT;nw%h-CTt6Z<bEm&d&~F(Qm+nam}5IpzzZF4_jXyRCU+=Yk-K9
zbPCc9A|;J9Qc8CmT1vV@N*V;|6c9wZyQJmNNSDN+^H7Jp8-3s3Z|2_nmov^Y_{?U1
z*Iw&W%j6owUMG8;6Vjs2+-o={j?9tGn7UbJzgf1sf!U2ZLLPd^U+6-&9iBkHjk>F)
z$Nji+KA;kE!AXd93U}wCB-{pSe;BJytd}4mu|-41>wF`X{B9Iu#bW)BJW`m4Koh(I
z87M>{+%UxUEYD-ws)G3Jrac(hWkA%Ei{TV^(zM57#L`-Xd|CzQ+st-U?mpgn_HP}D
zZY3)oB(6?zky=i=c}NCKl8nmG<(W8?dR~O#RcJ2Z-GJtR-@%dBE9)TgN_k5WnyFLM
zJ0(VO*Zx1{5OJ;H<k$~A#g?jyCQ_y4nUc;~mp=aqpamO<C@p9VuFf191Hn4i8ZBgm
z9Lm{iQA(5`KY+1?kQA9JSx<vB0k=}TtMW6y+1pQLNoV9Oy>TS)x81R-(PsY9mP-PJ
z(C{v=X!e4CM=kTO$Cqcj<nTBjlZqTm9E>ydBw}$27{kmc_X+9FnfmR1yz!0-xCDx1
zgP(AsoZcn(%Z&2fV%;8Kt-{vUEN$688}UTk%KA(j@$_kJjpYC4#|$*Wk6<wT@)L34
zVfQE@<d0g*9{%#>z*W(Sn_%|M(~Q#MKN&&%?o2imIj+t$^T)Ff^TdMH4v5lE9?nLa
zZd|?2;O<v_?T)_t*`)P$bw;o(!7y1bq}ooqhtrlkXFJQ*n`wR^XNyTbIsp{)l*Eru
zxE^C|^RhDNiR4RImqddD@!Lj65l`^^p7DdItMfkR<G|V_OYHrr-|bFgO0-RGdqYbo
zDT(l})wy-<Fg$ec5&%zUT3&JH*PKgSQwq9fe~ccQXWkXPCM&B^;>9W|d=ZQ>{BzEO
zGtKYyPp^RZf!Ze|z6`;B8iI(9t8R)IBmmlm%11ETc*Nlso~Mo)@sO1fe?3?!!OThZ
zVfyNhXnAGWB7k{52R4T#vUCn29`n_z#`=fS8OhO3O+BC>d^(qqE(?E&6U-TDfHF|{
zkg37l@Uzjy=Yp_@Fs>D^CEn35_I2;ipL1|EEr-1B`6Qx%gHC)u)^s`g^82cn92y0P
zj=uePahdDRm-Ah^2btr2&_lE3htwwef@OqvH9mHxv_4FuGU{-em{0-^KI%WW4+r}1
ztFZc7phwgXPfWBxWS^|u$EaV3Bk|TZew(iS7V_)O`Qhl}@w)=QiHNyi&ra0Hu5-I<
z5Ux=EU7f2yt_OtEV9Uc*;_Z>a@a%CnQuNl{-LQXjIcu}`r{h!K#oewiPGJ=K+sxJ@
z=2o#YPa`8r-w}Cl+QbFYiVcxKEE2BX1O?p9KS)#ExD{#DdL#U64<^kX5y&xbsIt&D
zjQ;!;6&&ouq96;W60GB)TzINoW#idxqy%T-Tt-1B4wI>TDkeu5LZ;o&hQsRVviqj$
zDN50(f9(=MLE<9XrytV&$avmCf_XkAWu$~(O49Wric|HnA7dAnyh6#pgVci|N6~3n
zOi1@oBC3{HUl}fxB=*SDHmQEdMvBof?|+kOF0W|BDsxR7_gY-gI%6bR^)@Ik&daM=
zBijdaic853D@n(=g=O_A4%%V&eGQ&POh%Vjcd2gB*>U_h04OjGB;!)z=1JX&sI7fl
z6E=9f*|~?CybSJMeC34K^X7@q`w7$Z1Q*3++6IX*pJ**pc6MHV#vAI(bFbG>rd5I;
z={E~ftUkPLy_HrYdy!AP{;>6Pf-!N=Cn3`vOA1!h%fgtmj;C-467&0ls2cUVcRvyb
zy!$5=?ue%GfcI<6E4LpX<}m}Q;ZDf(Aqw=1`$1bqq8Dg?hD<3|Djlb@-4S~i2e%(#
zYkma;zXt{$;2I8WFp~GM1fKhvzF8$6aEFtj$eZ>PI;(y;)G2!i1LH`tFrw?^NFeO*
zgw&Q_^|x<_uUz|K2^~LO(bv>@^le}pRAu(zKVQX1=X%S7oGPtebEPKy8XUX<4yJs?
zgM$2wW#7i);>hGO->V+qh#4%kh4nu2aCh~Fgsu`T#r7=Pj70<7Sp&AABG+O${n?;W
zN{o~5XtNm1B<1X@<v-9m@h649+=JZAeGV`u7{J%rpr*0lk^2ctHvEtg%3JrrcJ{|N
zr>z;V(&qr8pysvznxoa|<KzI_8-0n!C!Sc7#QC4-YB|lKLX*V{AareafRzN4dQ!6d
z@|Bjyyle{jC7pQNc!DiQ^o#`A5r#U~yz0mTZHAjcMO#e4*kiE$CcPoeaLzkd2b!rR
z$ZnmM_G(S{B(!@9kVv|M`__sHRvaR8GOoioN~?vrghgaLZ%1%)R=<USl{2jL@UH7d
z6{2vh&xM8B&1H6pluK+Yc%3C?&z$LC%_X62;>nf40b&X68_sXf=keN=k5!$%^gvpM
zO269&0b*z5AF)GW#|bt`E?)iyM#HQtGezd`(W#tl9dYTA{i*T}epW_SR<(J>PpQtM
z+?{FD*OzD1=pRP!p9Hacef%mA85v14t-O_aivTN7!5dq8dr|66;3r>=d>MEw4>ia#
zCubbonkY2Ew|W~<&Jb47R!!WA^L)V~ArQHIj2UJrYnxKFUTkwqu4mO%l)lVbh@<;P
za#Hp4;X-JhRhgS<B2=1mEO9N%+^6FKm-}Z9TB?yr=uc{fPU(<9Ms3K0xiI(5WV;k$
zS!|pt*e0FTg$V$p2(YI`j2*PQ1U*t`X>ZidAN4COK!pxlGy|ezg3o9e&ola7T67A^
zs-2j;=E^%?J)7UTCpY9Z>(2*4^Zq*!LmcYyY31#-DFG`r{ITZ~W)ay%E)|VM&!=RT
z&xfdVhjemifKzn((OPCs-<_=%cE`zKgm)J9yi5yq_f|G0?_@d1?0tNgv9#fshSdSk
zfIe=nlE3|}^<Oj~pY`YvN0rKx?|OIfrZ~*eOlxN4_3nzvkMtAG*wj=xf`=<A$0E_s
z1QL?Kt`FrfH-F#TGhg51jgb)dEAda5)zv4cn_qzpNQ|(Q2aT?mWK#1(xm9Xarw)=%
z;?L7VF>$>M4_I-M`E#r7jPyvAjCMsuZ}oqSA_O+*G{M<ws}I&MN>b|B2xi4-k(1bz
zKB3_HhG$N&_RM9Hb3fd1<Y0ia^UJx9(z?z`$<5O|HR$#WQV$>_G7WJb+1+11f4mtr
zO%;<ZH3?~PzOkkeVyJ2BLGHGE>u4jN8hSrIt#8n2oYVJMW-aDEBmf+25##`u=Cxdt
zu8v8_Y6C7@tH-tsVw2rRQqyQktD^^1{~Yw*MmYpV;(*w|)_~mTcH$<ln)6be=EB6Z
zECr!?N^CjywDxG7tXco=ZsvCaW3rqr_tTGSmW|}3siIok<oq+hm>tt4njW)AH*FLa
zb$xpc5-?WSKD;C*;21)F5XE)fym%=jwK?|Ndc{-8g9%2;Z~hL!S?pg~$aN<EVJ#Nz
zgsoGs!&-5F!5%XDsyx(K2p~iA?R;bBY%$`P9<a#)$v#376&!+7E3+6KnpZg=s-wls
zQgRu$^`V(*JlNitPm<}7xbl#`+`|e=!t{zv7Vi6)WDW&C^C^7#WZ#GngPi231me;x
zEi-d35)1Nfg>=vZrn5fuGT84E5%E6ui7VQW356q2f1?O}R6{4vvXFh>3iIFyc;r;Y
zPr^Ag2hv7tdP*(<S=boB*5x&uT@Mj-fA>ZDg<cZI7?tqL*aI;wSr(Y5FGi$Q2%xO)
z&;D(UEyKOULTs-BC5DEECdEg8Tknu?x38FBa8b1$e`7~ZPvC4zeP*VWm4PqwVf3@i
z0SMWZBz^H=NmTH$&-SL!CO`^_HQR%V21q8&zFBGQXeTx)*1tME>ay(=6oL=T@=QiO
z%NPw#)*aq?RoXiN|DsGL&}93IlL_X|*5MRf6_sqjoB!A}su(0t(^wRm<0Z5F#F0-Y
z>3h#p(hW^K$nBVtppdN1OnX1xD087m-DYCxMbD#<?)JyTgT8Gm>F!%U?(}+_=Bo-U
z#OX;QLUv|TFcK__&``^C-tartqYNajCiz|*9!V6sU7!kP5dk1P*5o#eel8SYOg!mo
z+mUgGO$Dq)3|@unwCK}zRA6dfDXYwI_nx7mF1@0EDf~JAg<gu_bn^To5{IwHfFiJK
zKELUj;4O=qn7jkqpBmI3>hH6EvB$W(io@yuQ2)Jg*vm(jk!>(j^Piv@qp_Nyq3E7$
zIpwY(l8H+T`ZQg=TJbd$Hkv7aRA_Mh10&;=Jry}YTvf(G9C)&P|5#}Ww(~ZgI$IPc
z4Vn^M$*7nhsLUZPmi^sZpT%EP+C*k?&}NyTrVwF?-=xT{JPSkoRAX>2e?Y;?akEK>
z`sA>jQxoC<=!H?7-AF=Ob`pIWkDTb3EbQl6d1t~z(LKpY>^5Gsg?sb1+W+t!WQ<aQ
z?PL*dbAA_(L3BxRGlq<piWIagqmOO-1-J6dTfn*GuV%iCC9mpaxT?q}r@n`-Re$LB
zhAa$04Nek&w!8~;9VNt=Pp0eDIPiS=R${0*eD~58iu#O6_GX&$dG2Q`I*JoUyzYoo
z<-kH5has$<+3|d7_Dg5*eTO|7ugAB@C(i2BmAhy?nk&15=rv75#ucmoO2cWZX=?j3
z5Vc5P07vxe+$-WcY_IAsTkSKNVg(ZMA6x4SwoDoq78GzqWkT#XmPV)swZ6m_O-xK=
z8PuO1_-^YgR%jI+iXGfNPC7%qpQ#U3RaG^W_GPiUyu`&n7$HT^0=RCZi@<u+fL4dF
zJx|qBk9CVmp>P_h2g+-!sl%~hZ+!ejEZ44V?&;fJ!#J)0H=9wUBwdvnhq(`cz1-dT
z8LtBG%ENbiRcsg}>z^QFJ5^eb2OZ+mT>oxP&S979`9P7Qc`u8WY5zJItsU|B!!P|;
z(;!}_<r|~TP!m2p*?B(;+HRZjs4$7$i2)`KuMqEB;<9;nR4F8+L?nx0*5F#G!V#@2
zU3jK}cckho8S;5MEPGa9*RtcaF%SmC=X_H8PQP?I5R1gh0cqhZ&=S_?cNmULYF!O?
z_eL_#Y|?~K{L;+U;$bw|gPx8qD{a0=?O)d~Wo(L4Bh*(3R3+4fKgB7Fs$p~08~-%#
z(d+|DHdi)K%Je#tjYO)oTg>2pH5jS0H29C|y{elrKU(brsGAZn2Yk>nn~0qJ25UWx
zw3~WJ?bp70wLmOrr%`NF4ZpL0zH(M#AT0`f-E;?GUy-&Rk_IAICdpkU4|zR8&K_h3
zw)G;14)hj7d3JYzqI!xq*9Q8t+1zz%&Si;i+f3*EEJy?`3CILjw1fmhu0TUqWT3}W
zCZc{}A_CM924+`41LMX%c@Q?z0WLmwr9=a1KYRq|#P^jMV2mSG=nUz-1JlwjB0i}k
zd$7o|cPqUS9nKS6k%uOxxvgpL3TWm<C%D}-xYAA@cQb=88&0b4IKgS>(tpCUI{I69
z_f#h#&}E6rvUX2-)Pto%YshO_)W_ob?LPV6sYn>~0EyA$KDM)YWj2c}{}>|bl|Hq0
z-@`Hij#4ZGoXl}IEZf+O{@yV%_)<4c^JMCXzVb06KKz+YEpr9C>)0T#=e2d;<eP;2
zm24<a)bm8c;2OG~@1Nv2w<X~aQ$GLQhsPz$#=bz4V)jpy((_xm2IZ#K_p<iyGUV^B
z1j&D-2f{z@xttb~>#L~XHopEGG=AF%d>_6S`MwZyhS<A5Q&_sRY+~;@XgLZWZ|2D-
z`)8g(EC#@a-#^zECum*AFQ?HsC^YA_Co3k@O5+IC9<zBpi_qd40!+R^bJ4~KO6LV)
zYX9T14^}J^#$nmx{6OMyD&Yk5XB+a+(v0L*$QvddVcO_>K%+5UF^!UT0wuKKy$tP>
zxiA-%6Pw>pAte^a1{JODPkavdz9I2%JLV?^K04U3h7u_N*WoB#NKcwPL5!?7Kw4=t
ze1i{DzunNb(Qx-uZ9h&IcIk{y63K<M9QR36X2sA4xt;ZsQ!?Hsf5K6FZ$Zde#1(SW
z`_*ce$7slA{`+HW+S2bN3qbqTX`&}swFrK18zb^zCI<zPf(6ODLIoc)Z^y$Ba8};%
zs4CLNrIny%^tvp{-LTaf?v}aVYRX-LdV9yY_U`l5RvH?g;jjT}zprJtE527)GAyvh
z_ur>{KmF6r_~>GE30(q8?sokaY+j4m-M-t9NhI9!wqZ2~5-}ihvm!FH`|asfwBV7<
zsu&jwL^eopU#=wZBb7Dvw}3nOv;ZaDr<3k6M~+g@7s%y0mmJALsaMLo&fGvIG|r-v
zbk?Q^IlFYb)vG`AO{F1v`ICm3vE_rI2tFKBy;4hPOk*?7QL-c;fd=(FCZkq1A3{!?
zX+cjH+4Jy@2Q~@|Jv;}GMIz^q#k=+*Bx30MArRy|ppjb<;HVw^nxv##D^iu4uXlj^
z^UV#pHe}+UXL0K-G!fH{##+WBO=^lhi$87!MR0V)BV_@r;mv6C!=1Gblv3*jKfM$1
zvALoMVD32rABTcf`xKt|2+oRK1~<M4(M#ty*eY9Ihxyg!H_*OBhqKHshtu?Tcojo5
zXX!ym#ozX%G!g;rEgp<+L?ftSL{J(MVN(3CWC=-CL&Nub(t5=2t_`ZfC;Xec=C>PJ
z(tJ5*1*_sc2e@<BXK#EGr*LaU`Twa8#t!!=3KXS4)Pt3yBPX?|NY#>(&k?T6f>dc<
zNUpfg$<}X1Req88u+8T?DypL^MdV?K3w|vazlqDPm7Kg^k;g83{Znm*#^#C7Nu`UG
ztsh2n{X=mb>E(NqUkH27y(%v^uI!1#uL{id@PZQavbp{|Z!)LDQ%uo(X_sM3vS!Gg
zs>XSgpfI@m&2+canbWMLxM~V_SE{-2htgB{{Z^P%_bXhu<O%z;0w1}eU(zzaQ)BVu
zxllbh`Gjlt)XY1qQ}QZv^R=*LIP8OzV3@P`ubY#*7Phh)q`u>I`d(}p@e08eq%q?$
zMH@u4FOXsvp3@l8g5mCw;18lGii7W99^4$hVNRW(pXOh=&ng?WdF({?0c6EXS=SZS
zT0hc(!ukz+>-xu7>gQ8A*1YWh<U1t|Y+jJ|xTJ06ajWU=Z(Ue)2@3GMr<e!$W^4c_
zCuiR`=IEl5PA@q*P`&$GH*nn(ewY~$sb^!Vb>X^PoPnsrk8VpJ8(VVb1%mH4c%JR8
z>1jr%ur%xo@3#`w6<W<%2F<&d4(s&v)gjOQd%PR?G6dH3JlJ5(w0I5W2hNjn%()<#
z95-+a1`99f!7$fnwnTiMD)2pfIvQV{#PT*mIZT8};3Ojq0kXCdQ%kGZ6zbo5EL6zW
zPmRj*0gYg*z=l4wFjpxO16S+7SI{Cf61)>=+Xno)Cj`MB8lZDWb<>4l20-jC&dn5y
z1vq>iNVadw7=}5+#F9J=&B<b{Drn@@pS-jPWegt!Ev47nAdd&aH)UW@iAdU)f1l7r
zKX(G<6oVagS5L(&kON+H&#>pCP|4jSbaWLY@Jf<W&$@!lE5taQ;jYDjrC6cxrgvf@
zEM#()+ZD(uL({+4&HP554|9Lu)K8?IEQ4u=>oU&mZEGSK<}Nk=A}u4S^*p?FW3lyi
z@%DPL@HqtsM53(bWP1{q)3EJcP3%VtsB7z`UZjyexneME!Ff`TCFrZt>R}lN#t?E*
z(mu=+d65@pkM_#yukgajMaH$4^aN~ah{vUp{V<JG$L-H8CzoDYtho4sv{Mi*<d7lG
z8MZyE&uWW!H<c2Jf_K^0gGCczqU>ea?>Xq=r^m<Yy4jhguRS3Qm`GYl`k0OEp&lkN
zf3r$1DC7mXd1K*kFw1<3@?D%t6>f2_d%|XcDtn^Y3S)weFStx_vOkQ&k!G+*=^Vpo
z#!|*PETewW5ZXH?jmftKY-A!gZ>KUuyG2wVXdfAIfYFDT($TUb1rKOSR{gu5UOoMM
z4a87-Q?;|nNr{)$mP1EnQX@D+>{t*JUKF@QxApeY;;^M(pZBTmyY~Dl^Oo|XtqkrH
z#^S+Mf9LA1#D<0xl&&ifBJ*yrZ_KcI?4~mFnuWCetx`qO`h|b2xlI^=F=lxoBYb*f
zE1jXZ69o``QxP-;--C7(rx7@X*u8!KntU8mCEhQX+j@;I#l>GQ_f5k)X>9K&{u?~m
zqPG;?N;5(c@RMplJ5DOgXp2yKe6#v#jZM35H43n@OVc)1Uq5G?QUY%8rxju=_Zux~
z74{v<%{D1fjA0t`1A0f+if{UP>a%G7oXdZL=zGpIcAAfzu8@ez$q#u!t~9|@Dcafe
z_#`0y?#?}*VUgqFErca-a+GGL!~89B7y<5o_{EXK;A-mZ=|R@iim<S4+9Ph>r^fz_
zkT><XaFkPhsluGT$x`(|rygr;nMOH|A>|SkP4Zvjav#DD-%5?JJW4Gyv~F`OIRI16
zwj8^ifjVu?I8aVmPgMN)aTQg<w)UE1NZ2p)a&CPX{?)Rqfr=~6q&n7wqcr|SBkM66
zke1}s+-a6B)SxS5Toy6TOw%<sq&Idx@YL5LW5*vJX|!$Mcp`6yy3air{8z2hpN&2{
zk`ls$J6AXOh-t{tI;~AA6O7Toh`r81(%Y?R!t4AbJMZeHRV;CJx1)!5^60k~RIfR5
zTd02Bt_py@_o#ru5q~SaZVE_!xVq`M`ysFv5@}<YTo_3PF?F!IhL?+VGbQM|VK$>r
z2fk%}ai)iD>kDckuJu#oI7$`hv0i1wn^Q2#Kjab)!Q*p2&nnD7Je0hqXbZa(`OXj+
zpM(A@O!+l+Y;NdT2<+5%$-fY_>=`&u-P$MOZOq!sm)wc>q5*fZ>*)$^w1_9cNye`v
zZAHIiL$>WVhe$n1INKr`Nw<u<$)#*tQ&m}lK{mQ?rPxB^%`^A6-jn0OJG08MhuSU6
z7`*gCqwu$??v8Y2wg1;IvHfh%o~zQ^lhz`GE<v<qTBXlp^M5GZmhO|H11N6I?dB33
z(!})jS%oA7r`E6k@ARpdDD6z&q%qXh#F8}pty~-fTq_dmxL|p?!lZRdItXxM6LA`N
zUer7}0i1)VC}pIWC<jtgcHeHqVVqkS$s!CANd{pMmLuY5Ox9pm!r2pW<G9Lb#M;U=
z+mimso*CPGo?Jvubd;gYbi{eaj|b209)ail1xCcpA;Lgo`4HbO(7N@GLBGGqi&Q1?
z%S?R{piKMy4vvkh+|@jFbK-qApI>|CtoEczQ(lO!PM3q<WS{sY8bxz!YOo)@@>(;F
z&Tx9tVr#zf?wfLMVL&buPL@y+0wkqM;%e8^1$5gNEOdWlBi+Z>=GQoyehGHUUiZSR
z+w;|+8nAQ&p~}ZPoQ0YrIE$tANO<@ZHrrbU{4}t4J0a%!E+jj73aK)8Ih@~$DQRHN
zcG8eNAT;Q~HGqEV8dBt_DGGD%{;d;D3yq{bzvGt!!dEsKE<E>}H9CYxJ*QKQ|KHQT
zf);$8fA3^Wg1_t1K_c@+z(6m^Wf%U;@N>@$XEcu#klbu*8>ro<=xpjfll7-mF@K@V
z2g%@oADi+KnN?c9OwqL-L856k?6ppy{dzC92TU=`R3;{GNNpV2M^13P@LqNUog!+^
zEa|h|d*MlEl9y+ZPJ~}e?(it+d)E%@+<6Z}R0W}iwc-1qMNo%Ung(n*R;mQxD18@!
z<O&nLw7t*O|HXk0#=bM}Z9nj)$avt1B+#(EUjd6ds7<UQP;@JouWUj6q08UkB-xk6
zsI`0S)*Pym{Zn{^o!2!lE2a|JJ##bzQBhRcPhV+RS~9&|Iyaj<&Vq%8nZCEBOpXH&
z^gawXkWihqEK8ZIFb%&uUa-to!7GfAbYQB2u~Se_=@tZL@@^SbuoA9;^h*}K236^K
zLPA0-42sR>oz(9CyRrgABz~hpJaW3Xdru)pqP93xTg2uG8l&4yvI<#<yWT(^?09z$
zcc1j~V{}5`wR@xq<x$sT^+3E=cyKv-Q+Be<P*#%6Z-4Qzo>Nr;60?9LX<kJlJzk?P
z*_1hW+mU0^)G&oI0#u0S3hFpr+|N2R<C~YRCb0Id+sS?ds>_PQoq%F0@VBOBNb>r-
zXqUeXl#DL>7oQX2<&^4||9piJ>sj<mZ^&!D4jZx}?eQ2j1xy>O6PMp}*M@zhAva4m
z{?dDBvmM<Jg}n?Y>mN}{4KXj+rTM3L{;A4whHa|0mc1vQXmKc@%Ju%OjHN-G{~7?u
zj*T?{lbJM7n0JFal8XF_T`JuaM@(PMDS=$rUlw`{z7a=@z#(De3zEqL<&PF+Dw53m
zNbsr^1Bwd@K5{~X+j(lNWuTlvVMO{)u<cB>$2P#2!7=0yx7IzmlRRmsQZ--5c<6LU
zd$8*;(b=Qb{hRHb+*MtFdY-(6PEKq%Oqk&#S3amIDtz8~ru4E;w&AKe+YI?o*8?;?
zb{nGOSy9R6NeU+gI#L~lw$W{AkL>-s7vP6NfPZ+R*tBNNok|;5K@cG@p|BDrmHW$+
zR{P+)BS+?U3JFUh47*S!cK}qM_e6tx>1YLF_29gx36z`2L0^(hrb+KO>6*u@8}^?d
zK06@|<<#$cFf{_lQ*vJq;K*aE2$;FS+r0-nz5Y<2L6EULf!8CG#i}L*ClR9W<e8mr
zP>%%gz(-TLlqqtnv6TX~z#wx|O!hKkmY*8tU33<DaedG6jCW9)GG}mg&Ff8<*G+o@
zA9b{0r8Jp(Ae5X^HXwyI<k{@+so&oOwV-2hS=WE$1AgnC>SGaLg}Rq;lNhL~;-QDH
zGIm~pNIdKV0hgUD3ZJd<0^^=2Q`BFiytYW&2$_9+79w~Za$5CY(28FmS70^LgAx`;
z*ut}Ih@vicp#E-Ht<>3u%YoanxBkb<_i$kfvmA)<tNR2TnPYwuzU++);@}}p2-ZUH
zUgvGvl!vlsB=Py~aG-0IFkH;hAk%Jtr=l65k?U{3gJ(Frp!$kg)hUB!pb@eqV+6#(
z85NT+0vobpl;c>u2XNvKd7w{OC0DHgT0D^Shsa-dB*rL=+ZbTAlBgTMQn0{$a(P72
zfWquHB`&9Y$vv43b~NUI7{#5du&#f7_FHJ?2t9W-%pJqRx-NQdqaEYPXHQWPDQe_`
zKY+_Aty(N%d*AauOsI-xdeJ_wUx75POK|e~6S>D@y@86DhSA1nBBim<X<+tS*@rtr
zH(ygIgObc!-4?#^RTeOB-gtg1p$A~obA^9BmL<QRK+O!O1bR5H6QolG+jX!MG$iH3
zFow^cD>D^CGBVtQ)iyvw>-DzbEMlFzsqZ`fMFp8PN%i?O6k!}iEU-mQW4PfS%XIFI
z=PuG6;)Uz(R14f=LC!10NRaN2Zm(W)b&JR4Wex{#4r2$Hd4-5`_&)5)_!V=3MAW_y
z+>Ga(QLW3?53C0^zIF#A{@t|I_qj2!hn{*T(0yRqnP)6oqU=LfNd*&_&*Uk*pO9E*
zX9WWExNDDCDU&VMbH^c11saVDQ-RFbd}!lZdwC$;wKUO**?j-x`D;=iI^Ii_8O}wG
z$!!@91AYCH99>bD*eA^z6-oI@88QhWi%ss1FOr16#m2@iHH$vs5V0JkVfu6W2Vlrd
zvx*qRF9TaHKp5!AI|^Mh(52!F#wPW!E*1TgK~7W7Q`(J#|Fx35nYc9<YEoa%l+_d5
zkWS(+hY8@(9ODGr8t*iPwr0PZNh{>R=!l9O7+Zg`IGN!t<-{5GvRI&v&7<4mghP5g
zlHfiTomMb-;gg6k9`%q7OsTDzLA|W(zn*qarU<(a6Fu{LI!4@^^mLPwD_A9#WGr-i
zNglecD$?3`T&=2p^kdcENQM4<=JT&aU{%<9CtglMLHW8;i_SVE8hF`qKJo0j(!fZu
zb_ReMs*4<GhgXI;WrwF+y{bClK(fB>Vk1y%{VtZ3i~NO&#CvtI&zu4^b+~YBUe{Ah
zMY~0QyX74WLsp0n7nW1!^YWx<JUF_?ZGg!6!(8rC@5|GmFQOGm^nSMPk@+IGe?C!2
zh54=vEF!86F1gblJLrgmD*0Q&bG|y`c?H+E`I~Cc^DlD!KLt_~N*{j8CWLF6PpYR)
zd7nN~L_;lk!ic9K1p{*9*3S$u-H_iG7NLhZvwdnOB@!zEH)$8Vb()TCcW}+IJZx@+
zm?%XT%rhc0=aIdM_u|G`!hucg-B<c?wG!XQGlvT|GWUq@vnhhUs&UI*ZL=}VPF&RZ
zO`C>m=-BgIG)G2Qp%f+$Pp`C0zM9<L^S9PtqH`j~vS2*Biz|8N`khw+i|t3`b#mCT
zXMQvo?-R26PGVS6$BWSNl{k!&y%#kTQ#~CU_}x#A?1&4bXz%j)wL}7+Wozwj{fcK^
zcd-_zbuyYtAOdBydulZ{$XtOfBz?MO`fCz}GG|I^b$i&+x9Hg1c1rF$*;f%mJ6-q1
z(5l(|A0c=VZKyRludVJzu6Bh9st;H&ScGO;UPhz!HS$}C(dDGbRfh=rpdsLiPg*g_
z1<!#nzUI+9@fNcIBJ4!7;{9)?AJ;z#TSS#^K%nf*%*>C%LP8eJEV;Qr^~#;W|6dap
z-Q{&eV)6QGMjg3!qQE>TWAOu}WQE?7Qv$-;IHwfFwA;^yabh*q)9GQ)j-l*cu&KFs
zK&cO0rRSS58daTvwCBJNd5bFiu%@|vHq`iDHi{d4H@Yi5tT1y?>xwD(twt41wSgl(
zmPXxnaw*9nmy1{3C$ZpE6Tc;NErvYHMO$--zNF_<$9+OtEbZ+2dZ|A^y>WB74_>#S
zy(tH?L$95p=$J}50=GJok0!)iof2&A#t=c>;Tq>Sz?Z<}e}}YdR!0Y;D;JS)^sX`m
zLz;3EZ2IfRx&&*TuaX^o6TOP_dxF*QVy~UP#>MYwV7aCj7Z<a#vVKqOC0bys*S2N4
z3lagFM@Fz0ig<W=2}Rfm93QKlf8ECqi;e@pfW<#x;KPedXzdbK?pd>PA4PE@`1XH}
z>^8L3;ou`szw7v?c-wTA%BpPb*h>q+;}zJ=$D3HyuM__IJSa(spXXVt?{3d<?u$a%
ziK5k|oBQ9Rhb7Qlu19>KeTJ@0g&e&jxMz{1@b2T;jt}&$yT6FpcMjT@@{_Nw*DpU3
zVVwSoA_uZH4N91uu|SyM9jW>{5x9P)M0d^)^6`M<ts}yBN~OmeOuMnp4vTD`Amp1-
zwzoCew0Vv<C16v_BUWr#3LaO8j{w9cV~Xld`u5Z&ftIe;xnByTP~x@`)!ID;%`497
ztf#1WhVr<w4PUaW+mP20@}cqJ`0wA8lhYhb2pqf0y3ljYC{~}bI%Hwxf2g|jkD8%?
zdOS9RmMbt880(`8un(p2#eFkq^hkuS4{=IGjX3Qf^&BTaq4IeqbSRwPOsC3>b|`qQ
zCRlE?;~pMF5OW4oT>jTok(?x=qtb=5{I$Asn=ZoSnb>d=PN=Mrd9=oG?xxPbqu&F@
zPQVt%)$EnK#ajNJBB;qS)=uo{X;^|xNfIijDQBSpz*KuoiM$tzt0y%hBbQdWr**>+
zDTA_!FUck~f9}W$e3%@nHcHRE4g~#VWt739z7yK)A8I6_{hSalE4rPUZaelb%KkyM
znDMO})=;mtn2+5VpsF5HP;7mrC9#W(SrLE4v+GO?JKG;<-q-1F*<Gm}f!CiA2O>qv
z^u?Z&QD7i|s?gVLHm@eg@n=n&TU!ivfmW!bHm}_Wde}f@s)a+y6Hnl>&YHVU))AD;
z4MDZ-kLvQWW6SVXPxxpuinvh`;r2YWX49-$0DEP;HsuU{4t>$wj*y*ukh%JgIE_A3
zkxzSdXzqJzK44dZ>jQ%ODcz&cQTjIOG7-s{n-QEl+XlD%0+UE0{!s&$z!SmB6G2D*
z)2-g{UK(QOi&>T)|K5Nn1FW#{Dky5;XIF!7<a}8-&I!GtA#L0twO$yaL(MMqneUkR
zote;y3D#o<CHK*ch>ybu+$kR&s`hf16=Q(3iz+{8z1tgZ#^sXjEd|3uIXNCyz8dIV
z7)(0F#h9Dpo8tNv;(lEJ=J@f~5{G$lwSB2m&)9{7fHihLJoxuBdS;YM3)DeMC3V2q
zKbAG3KYN7(r$5~ttUpVIoOyKsuCxLJC1~zaq3gp{^P&@2)?H)$Uhjo~H9Qifs<RUW
zQ>q3jCD159HwU)UL*1LT3S;bipA%L5`nr6l62!<ew3;ZdGZ%KMzOIXPgh9*Se=NU{
z5B{6ud@}4vG*`W~!vFK!dxc;_@t@_y^}U=lI=t-Mlyd$P=Cd#la~jf0GpA=WLtrts
zwH%(8O2e=-6*L5!T5~<@;|H)t<oa&c$oun|$rdx}dJ6OKS`pxZFe(sFW3iTO0~QGD
zdx82^J~K`1^Zl=V4Gzh}5gCeZCPKLBw+y6nX~jVAVc>JLCf>7%PW+QRy7y8-C7)2&
z^3BJ1JMv<O8BX?>KAnHGI<OeU%#w4no>D}P(-$1RcA5r#$O5zsZnm%~DBxR@&dWFy
zINj%w;08Yd6ESpUvIc+QXUuk3@SN(Ly4%<)6OLhAjH19>Sc$nltp_5D{yF$rl=uOU
z&L5)^&1B@39;AmM{G85AuI6v)0C-?*tz5~n0LK6mh4J>4R(H(aQ|cw5?3;UooMcrJ
z{kEV|&oX`baLJRUY`csu_CTHE95ptJR=<SxrG$eq$D&5!h;TuEdHLaHe&$VTD}t1+
z`K9}5zroE*w3XHM^)uPEJ6TGd<-aQHDA>3Ea}*^<I=aRC(&dHK<>{`+KGcnLJO4Hf
z)8*<b-w}G{h+*Rai-5#ZvaokUg6XoL&~4`J)w+$^)8ON$m7t%?s>E^!D<AEBxsB6z
z8CJ3b@@A*~C^<XwouhK`1XZ;5%#swQ`w}sq-TL%ms)wPVC-aN9(?qK`Z&@b|G;w?~
z#}s1Vf%X`om}3Y?;QZC1NS1~Wka-*&L_GmWK|UJV4{6MHO)JR}18>Pm!^1QZYL5)V
z%BA4W=vZa#gC+oo8RJjZthVA*6eIKgg>{w}W3k>RJg;dTPfud^{n0u#7VUn1Y-|cX
zAgX%GR#-|!Aot!v`%t8CAXuy%Ey6{&%pt|=aB6UNYxMmiq1xeD*LNN!bHqe&b7Muz
zr8CQ{w9M)JE$k~TooL#GbpoY2Xh{3+1INMb6cshKMx{|86j&Tph#Jy$-|dIyDYCk~
zU*QLUw9T55NK_w2`s=@gO1S&Q;aIZtN(Q1gj>e_?&TuvK4{7vN_f2{8b=H~LoTk=0
z+~5DfDsP-ttaR_~2*owFRvf+3#8MC%VXVodnN9+|)s9d*x13O;>pq<yzLkw=w5+G6
zr{#F~C3eQ+gDgrW6)$Vg_QJBVn4$Re^z_f4%M&NJ)T)a#tb?VP^N1d&Q&}zkh%c&;
zOeYi7*C!uCadW=YCp%W5%P;$Fjx9afdORlTx;K~p+bQellBhxNFLQPVj6vo@<d{kC
z9UUAlwk-GzfhogM|9zg%gitD<bt@B`SX`no005OuZaJ&wZ%sDZO)Fhg@L6Nx<0Y*Q
z2%50}<24a^g+KaOb#SxHcN$#vjFHs}g6uFytbw1Q75dp10Tz{CcC=cfqJe(w9WV?e
z{l{nmO*5`~=sHYx(A_~_i`V3DGw7@JPNqfnM=w2LEZGVnrIm`AK+a~}Gnn6<XJ8>j
zLt}SBL4^B5)p$2>CIBxCtBz__BIXXt{UCI_2P7&F-uQhIli2d)P&yHLWyL?>d46Ct
z$c32%|9G}#3jc+Ic{TSv&9_)+7RzjxiN7Z2xv}TM=i++l8W`Dh>_c)MhQ6!<T)f!S
za@PHgQ?Fm(KbkA|CZx#Z=No%v=v`{dW2|B1rN8xOG2#i3#z~<8iQ>w6wtN0Mv`uj!
zx#XW94Folx+=)>e$1-I#K8+}}rd@w*1)2P{Q`PQq3v-8SVynyqkiGqkWf!HrO+hfN
z-X0r&A{bb&6-@^o3Q`pL{tW>aXE%I&e4&;{UC1j0Av#MUUjNzz`eH^OpmcoJJg|U!
z+Ll!4zkat<skjG+t|9j1?hV`0Du*D;4nG?HHe^AjFxm$Xzaw{mSyR?L5o3d+;KvWK
zs<Wl)z9t^)sWy{^--Q~Sw~1YLiAt$IgbH_bAKnK|jq`fU=J1qdsoX>$h8~~u6IZVB
zdb0r%DJpw|jzSa^VwRtW%BUz!w(||ZTEeE+;IubazkQ~<SL#M>g2L1ijZ#H}msQVW
zX5M~+fUi5YsmiGw5O_OOk-bnm%vMw<&AV}j!xTsxT)Sf)cE=n(#fFbz-0$F-a%+=F
z<?vxu8);IN1Gft}nFy^*$UiXskpvE-fqq1p$EZZ*bMo+&^5+>@v<25GR`#36mL9^x
zKRw!DJKF&dVU>>lBbZ=k0?bcir)VbaER5)Z{=43OIz+|OJ~i~N^S&mH33B0%T<5&z
z;h(C5_pSPmvt$D#t8m`uD7vKm@iQMt)4EvA>ApZPG&CQ}<}3)=us<<~khv>fNS8Jw
zoUt&VM-I<966T{gwm>*$iCxzpl4>=s$=JiAJq#rWDBeC%ed+sWR5F}k^FEw#gnpp#
z7R#gU>P(rhBR<?r!7f<{Lx5Z7@n1z969F{sm-)J1z(4QF$<=!5=-o}JbZv(cGcAep
zTInm>E?#*ybUKO;64&1cTj|?;NHd7pTZ8bKUm1Fy=G}DJpUtdTz14kjXI;AK_>U?e
zJH>y^$l1DS*LwYc2p%j^8({8_0`;ZSVsLRD{VE;nP0Q8SBm!%@0jgVkS^o7~uzc^M
zZbP&`_i+*@>{e_%+?I=tgB~oZ|Aj}PchQujK2%s=Uk?__Xx&4;JUzcIY}d2i@c2z*
zOfO$rWDQyVyt<&xZ;W=flU?|UUn}YCcykP0boux1&rV?RLPgY5>3)ya2(hB#;%_~h
zGKYNlTL91e<k$VhFB^`}J=wj(o=EgorccgE)4ol$|2{AZ)hI<JJj`RVxvNDNJyEOr
z{Au0@!-;R#$<I(;3Y=0j`aL@UCG1j$sGX4G7x`dIZ1SXp2x)lgJJ!aSzgOqKCOF6S
z?=ezY?rUCCH7Dl>ue&vAv9hh!7_mhh^xio&%0AJC*xr{RAmi`tv9qu!LxGN*-uUrR
zSo~4RS4<alKLQvV*+JA!jY2*9Cu`$9IY9X|`3d5pYD0e6_SZv)D)aJ!AHsINy>_G4
z*Q?gyy&e~ZJDfVSdAX8(AjcYfB*=8yNlgykbjT|PleV0&Kj-(OVXS(<nb39>!)G{%
zvQU^fz)Uf9TR#G<R;H$=?%xKOdc#vB643HqV7z!BOxc16_?i9kP8Xjn6|nJNKit;+
zu?JWC_HBY+zw5N*nof-4xjZQlv0?()<19_C*(TKu1rsx~rG87J@RjdU>at`t_=I$l
z;`@q|iSh%pGsp?R<dR|<7ejxEZ>!m3_mRIK8MaoGW4d}aabh5GB(@>cLi69^qyL}c
zvsJkrY%61X)3E!o9D^*w(6@15*_}g6KJ~Z#4|JsKcmo7}!(x5Pi=c#p(p9SB(0l<*
zVT<ACIy?%w=EkrgRkaEVg(t?<T$M(Vt=1{EOci>l(>g>5dCBBd4)`~E{TYqZU;s{(
zUqv>X%6PQL0P!H5e&{2zA5H0b9B>gtpAu0;7ottof+X<c9_@h0#_OKE)Auti1Hm;q
z=!QPmCzHfbXcqe;9=KF98TEj>3~kf*n1^PR+`;o1Y)~cpmmA5$>G1aHBt%5TI!~DG
ze#YAKeS?L^+K?xEj4gja{3`wy>iK!c|LEBWGTl}?2W>XVIfoE!cDb8Sv><w4hKb{k
zpA;zYl4yVqTyC5~qJp1INSYnVxk5xyy9b&%Q<i56Q!N7a97)Pb`Oy%s)IcZ8ZFLZ>
zu{fcAgtU0mLHn@In-gF(i77M|p@gO1yab(hWCYEG6$mHlW`G3|`foH*QoQ_NkGMmS
zXwL4ad6ej|c=HcZ!cn;t(JcBQ%&b2RyN0~?9Ji1%J+>I}2=%<6f!8Y{H^!aHWiY1$
zATwEsZ>TFT(zE8N;Fulj9psL$$Sb$iH&*AwEOOf^wzC%M$mCbqlYu63HI?Nbb6eYO
zZr_d6k`0L-PYnF~b052uU8$#Z3cktMPqz%U#t5E+tYt6fop~<SYAw3NrAiP&TG~Jy
zcNf*nuEw0~I4YfHysST@Bhv-!X8fWzA9ES285JGlH^Qf+?70~U<Mj|eGX*HU3!w<e
zAt5~TePJE#t#n7R!jnRgC_Kv~9FT*KeGfXLiY@WsY0VL+tGo^syHY+YSYp9%dvYA~
zLLcEJ$-G7Xyx$|L3RR(pWT4h;rrz^>f4v1Gjw{dGjKiaRZIxkLk*8E6;b?=+*y8fd
zisSZNJbM(_Wwe(O3V!rU3WE0`SRfPPS>kxzAUN*-OoB>^%p6sZ5Cd#b-QnGLBfA9;
z?UGbY(-RJ!syho@{Nmqqh42vIjvb@YO%}0x{XvrtFwMQsfsTy;be*{r47|g)+{OaC
zbDBC$iMc&@0afHjGy)?G;9oT*Or<w1B+2|P5~$eaHErdoOyrQROFeV;rRDwO^B?vk
zES|fDT>~HkqhYPSe=Gy>Gj3lt(QN;MXIsZ^v~OrDPqp8@i}m5UlC}p7?I;dFjda|n
zQS2ue&y4_$Y1G+-y}IqFALtkCR`=0_$LBQ%tt>}lc!>Z3T=JS+G%f&g?Y(37zw|tJ
zt^(BYy}dsr3}N1AzanM44R@zs=y4zw3|vjg%`zjF#}>zChHdiwk$p?jb=9CopRdrF
zlILj=x}Ry{Ao=G`teC1^3M4+^myWIp77ndudpoO`Y=&Ft$fWB95gqnJUhM2y_J?=A
z$j3E*Nr*>s-Vtf|_f)Gmzp*(HwO$mqhC$5PG<%g|X)${thJrbGv5vnvU3N4fPQ`M|
zs5jS(x8CYq63`X%_{)+fr_e>9AHbQ|aMbHfd1gb?=fVTBX{he|L*B@<$^O;#1<ije
z4T}deSjqqnEjx$Qs9Xe%!s^E(jXOhSEx}H*xsnl{+fAse8YZpb3Kk6*ycwxhMDD+F
z{Z5tJqDD?@F(jzX9NA(0<fw_X_NxPm2HzJ9D?#A@vq_)s>PC`zX&r)iB%LZn37a%+
z4k;e;k^Rf{f?z?vtR&edX03IFfIw#7aTN&;27=k|vceuBG!~K)ZxWJl256_tyyY^_
zppJIEa$SOF5l#v(D$oGeav&W1Tmw(}HiHWIE5$i{l;!lAyjWjByV3WzjxsA#ef`K-
zd6Dl>()!niqqrzuYro<Nu;D`xkZt=8@8xfrd|@=%7gUEyZqZ48dB6MhLJ{iq0%NoM
zlFhB*ooxyR>q1%e%!2Xu3<U6bL7U~Wzu8IuJD|IwSC&sPJh2pdKmL9741&v0*ezaP
z#3V(4HXeAz)8|C9hdp&28BVQ8*FgoV7j45fZawpC?Rk@=>uv3|FB{#})an>%ZM3qh
z5?3c4IsZfI!Bx6#)fd)Tb@i}@tZmJn&eK0#B!Aw77c>}-zcIRwOz)~ynZk@i(~c!;
zsy$vi4s~y_pXH1u`(@=OZ7O(y@*vE+vt^)RBGoDG{gB`&Z82n_QHxXQy_4sgY46xv
z>;u&Ao+>G+0@Jahi><LsaEy~QED%y9r0Zg;cZ$Y{QLpItZl8SQT(MP!<F?m3XudLA
znii+3llgqZ8)KFyUkAF)52x4894hf;H_>w5U%q1<Xy|Q*1RrAZeY`xlrDTCk7FnkW
z-WT9oBbJoWFzcua>B>{<p9?_%gIco|uDz}8;ZI&yn6RSVy)|{kI9XnARuDpPjn7p=
zdDn+M_{Si96r;ducG|>wPo^+9bM!et--(;FQA*)}0jzygXun(Z_d0*guK8qQ|7LH$
zLi8G}OS8W@_#{Ge9&T`zjY0J4!*g<^)|2Cm<F`-^^)FZ+x)IJ1_>}jVImz%|ZrDrW
z7JM`5!HorE+iAAWR8;nCnAj7AQR{~d0lKmvK&DGxxqpw<y#S~(HYdMCDF~S9djiea
zsOP4u>W`#+PTU7!&N+6Kr^n0@$?JR3sU%X22W*z4W^wt=hg6%J31>77?(aMF<3i2G
z8%=_2HsU~``8vvMRjJQ)>K~mzgW&A*Fk-bp?JFYG{4qZLBK4>Ao`MlFmK+<<US1%N
zQNf%y&}Nc6&G)37lQ8ZuYW4IVz)OY=pRYWd5hxkv1mV|$>023enOyphUs+zE0y>6T
zv?AghYq>8TP!by;*3%E9<1!j~K>Qq@%;z(#{_)g_>J)-Ew+41|cixTK=Kp{u^W^A&
zk)hB9sdt=F>ERlylrM0C?@d(64qgK&Ns8d1Wo+ev;PJ5dYDGc?jH*M%=cLe}x*eBZ
zvD5Kj>Ghqrq&^8t##O0%cHoUuK&;{y3<W9|KKG0AnhG2MMmzHg+Lz!6J&>HWWB(_0
zclT5(N8=c>R2uS9oY(1l7GEPb7Q331l@A;5Z+KXQ#!=eXM?Eso%Z$DCW}HHllOTM4
zwL_{2pqXXIzfz!t5%YJkbPnA8I0Myvgf2igfQ&UCu;x4TKcwqQ(PBfvkSFj^<*%o4
zz~}fJI&^%uw9R$}KzJ49>;59|Nt0%@z9M+};46&x?P!FhK%eru{)W<P`4#Ft++zDR
zWpg3$Qx^l)9My>c+Wq=2RfnxFff{ASh^M(V_}>Zo+5AO~swC&)K%zzYPjrV1yW3Mc
zl_JiLAHAIikn}%GukWl4I3mm!kFI}BZ^RVYd2j3RgpXjm-CPab&Ur{hk%fMW&o0hC
z%LQe)xMFUxtJ_v~#ZJxmlvZ}GzT4WwSe-|4Y7^Ec4R|;Ine|%yg_ka4(sHp^$R_i1
zkF>=q4q$uPg!9KxPPWG!`)B$yYzlG>)8z<TXSw{O{QWN(?vI!bSh5oHBcohoG*e!R
z3{mi(1V;Q&jx*AD`ST5m7GugBTd*010|QL1q)7O*shm_;o66@)Q#LJ~e7IYk&@CT0
z3Ivu9O222DxLoYDiB_fLmvOuKBsz{EN7_LYW*DiWfySm!70l)_L#`AEE8Cyct)Q6_
zSNWBmWKiAoXS$r|LYISP9Q4dUClkq>0EiyMVk0T@!Mol7Iz-mL=~9+;*6S4ky!nbf
z;$QNP*uUE;#_<U?<2mOtGV6eZYKa!(0&#igk_**evqC*!1~poa@Y5RTRlmQYX7)iO
z`XYFJR(KzynQ<hZf)JPp@5X;#1#u0v7kP<IpCB#Sx~I&CwfQ4!r8WR=i7f=bSc1M9
zWpGoeV3DsDwGW;k$-i{=M>X>oGTK*$n*VN@zHCtdcF(H_WkVzl?XIhWtGTfD4VN!h
zD`8@fl5^>IB7Z7H9fn&lCJMm|qbVotig0Av{~ZG`zCX8RuY&<Db>Y^AW&dL%9*8g+
zYBpHLScrGM)pOPvWq|GC;Ulp^gmW%f(d$e8V;B2v*GOts`JR#KS)s341V}?w62%?6
zr=89Fpr1eh2VPu!>cc9!_mZrsf36WVIO1M&vC62|hUgsUVn3RNuHaoI_5W8%+m+c6
z39LFX%S|z3EDtiTAU!sof(i->JC7t^z}4>73GChN(VZd=TfO^}PR>3<1y_{KYH*h1
zi+u7+<XhgBLyX`FbP8dz1rVtAR-XMXy@+WEcNjFoX9e%Fb!KVyE#RHh#UR%bB%@6V
zx6<Cm(|At1wIz-KP9%nl&WE+G@F2+P49ZC!JVuV}Q*?o`TPvu|dYu5g@FWG=Ut($X
z{T`*Z4F7;7eh-rtoWmNmPw7T2L%8EBiBJYRX-M>m*c=PSQR65`wDeU-Jd^>SD@qu9
zso;fR%`fQ?84t;vU9~>}IA+6m^?NHPyY71)FvtDNnsPhD9h*Ca`odoXdBSEorX|C@
zvk55s1e|w2{MLc=fW)iwXuv0S&*tI)7E1A?0X3)01LWHkX!086_Njd-ld;mQ8UC6?
zII{3<-mXH_kvG3L)M)>HwIQ(Rxu5*!u73Z^*>kE6YaMNj<TMb_hVdU&n+>EawZG_w
z-7S=Me#p2?Y<b&D9WB8o(Lt4f^rD_yQ<ra2y5{p}JKys+8EOWx9Ud#drN{2G^VOC_
zM;WI;M~$f*8GQ9kGwZzTt^PK@JORL$Aq#7M@INg}dXOc>ojl5xWBA(Q<ZOf!^4kum
zYJlO8L~wyctsrS#_f2L}zWGAtjWtYy^u(6#b^n~XoS+&zXWoF|#sSh+5BLYJyAsvO
zB@+w`lK&WYpWuH8h`}eG^lFkK>RUaxan}IUD^N1Pfl;FV?CU~fRhnn3EE`dU?#li6
zaU1=i>8{ooHp~vh@FnU9zgfl)oKCO)>W-epI~BET#qHa*vp)Q)PCS}TMJT(0DzA^p
zRCnZ4EDKo&s2eWzt8Amq2Y`cB3TA6{b$m&a`J&y;Ar*5k+!N;McoNb77ZU#O=^o%_
zm^d8*RIJ`F@0B9|sz#}Py4bg|{9hM5y3Bvg0YGd1(j|e5PDh?@=Uw(?{Kmo;>{)de
zTP0aWSCH#@kvEsvkzg)p*c&p=!gv(Rh}=?@(<V986o!cS!RxVDTL8%@*LO;8z=5NN
zlOUcf%KMsiAFId*?HRywD5DvF;cezqI5NQ^o%YA!*;A5Jq!{}J9-l9aKJOzxtzn(~
zoU|??q2_TawCLw2<`pPY0&3{<cHezoE8bFb2?}Gxl$B;8lR{ilsZG60+0o_H$0t|-
zGUOcrjAOa=yWJ`5`I<j;I6#2O!vcmtrESD8;&=Wllw)}rVTwJ36u5F;^ATu&55?qP
zc{Dkkng*QF*CclKI1Gke7n;7*_$ds9hzxUIT$gY1GZ{x8Ct|6pnDu%#_05HAFJ`*u
z5<4C40swgA!_VuQmx2R~c$i?(sx1j~pDY{sSwFKW?Ea3}nk^DU_?MW)xqwJ!9i9UY
z<7<$aM53LZt2O>ucF}U{n0h`G;Vqe%Kv7TdvSINsN!UF)@PYiEvt;L0!W=UYhRfAH
zW1R6SGaS3Q!nkyp-0#z>r8nQ*OLJ~S4zd`%Xr7yM_B@){XPtAp$2{#)_q7OEe96K<
zk(jIzbj@0h{1QA!FFM|$M70e5rEh3f-RQhLP@tRm{bujQolmK^p$k4X$vISsW!s)~
zC1&8!gFx$&o5W+)N^i9=-Sc1LgD08}>7)qRg+?bVp<g7zpgM277W~(O<kVF<3Vvw=
z*z!HhEVG2Zxqkba3_)%Xz3hMI3Oy+JPs)X=FH~u%{Y)21df%=l>B|6vKrNk708XQ+
z>@v^)A?mBcqVA%tX`}?{M!I2W=|;L!y1PLbx=T6-knZm8uAy5cl#rAdKtROrr|<pl
z{hNnp7|uC6)>?aQz@_EPo2Cq4b+H6FZ%3O|m_fhFoF9Jt-Au9$+$4jqs?hHXLmd2#
z1<?RT3xq-C8>LrT3+dj#^mYRdR}$Mm{~4&;cmW4nnsghmaf8qGT;e!<wGD0Vaw{sS
zd;lJyz@Hb`f4yPN<8XJZ6hotUKg!Jju^&(}4&G%9)W6uYO+^{IVC;hvH&J?ZIsP0c
z0Q@<h7DpNZZ4TAy3E}Kt1##xb-z&*GM4X~TLL@iJ>Sxan3m!k{2@P$?j52)|M7u1w
z{-E{BO+@2&3|9R2&|q3OMPdZepR~A4Sw5%S8?Mq_XybmV8;`P2d7aPkeubw%E6_Rc
z?t_J(*kNxcyo<VgyMo+kua$+&lI!gEcfUnMzsEaOxN7P7ogH+Lf8w1^%obO7|NJ69
zdF41=PM$(Tk)RlyZWn+vL+1MCG@J7_lkyyUG5<Y1)wgv`e6IKX{fUR(jfiX(L7QK{
z$5Zc8)9htY;v&RR+$~0=toYKW`riwpTI64y0}7_-%Bym0^xUAz7su0a%7k{Ya+-}r
zs~Hg2AQ#uoQ)=mgy{oa_NpC*ysIW1EyKZ5w0V~PdN^1St%A&u*xKH<3iXjE*G;1e>
z<$6%su09|=1ekurX8$e=g?auBLJtCz|BQp-|10(44QpKu0n^z2wqD*&TNUmL2O_eb
zyoA){vB($!)DfrVnta2oTbl9lytw8H+d)7Yoa305JS(^kjB)9umA$-{lTD;&35~%Y
zs4n3yNf~Swm?q1^YMF}N@Y$W36MX@FMo7wW0rOKNKZ6M#$`rj^!$N=02>@iYKL#hm
zhdWg)Dni(Ld=xguGtm19$#25tG}%7!ZfqBq>{$#=QN{5+Fzur<JRnl1)&L6H@cWU+
zWzI{_JrsBY`QNp=(`2{Te<DbIBN+zQ?k$4UjvYT{o1rhmiKhL`@s*SY2-~PJ*#9V$
zltxWOfoTKY{!i%$P2I?zODjC{0%J<io0o(XS^1}Fu+V(4Ly2vEJ(`Wp*oc$ggJH~n
zh1*|W>T&1Q4)z6UF4HK;AD7f712omG=Fw!-f!sg4KCpmRq>4u%@6_(iKL`h%^cTc+
zkJ-BI%wKX8Jo6WR+X0+UFE|J49&KH#?5Nc-xf&oF=gjaLsa0nYfGKXKh$$4?S4LaZ
zE>_Vmm;6#b7Vt@2^i2gq&QJXJz7{6GzNWcN71bbxSfB=q*nLEq+WMGRZ_Yny86|pY
zan1dAk{`fpunqUHM-c(}0P!EROVo!{`pVMhn-4MIs2{H}s>lO@A)M<!GNl2jkOr6T
z?wWlar;fh{L+~HyJ&1^#Q}yP3jK1!94t`k&RT}QpWT8S^Kqp^YmJyEhU7YKUx-<vu
zTyA3|^)r$(@1HAFek|+IO3A$v(QJG_bjBMC{*mEZ1<B%qW#wZOVEQoxjKYRqw!{M0
z4Ximf_LsAg_|G<UkMOTIFCZUYJeSvR*f^6aW~FSor7QI;P!wk{ufW}EkZB>0d#HJS
zncv(}F>srNyS31=JTQKSheUeaOH;;gZMp|c2Y7&>Hm=8Y0K^juKs>L!OPRQ<mg&w`
z_wO|Us|I`vF)$uiON#`vVN|y9hzK2&ft|~`YA74Bleg1!zpG=Z7tq^$^x9}4xh5_M
zf)bv0Mb^SmVUNJ(pjG;WO7)sg2l}12H`;m~fVlqhm26it{f0iI^!EtHzpE2~@f08Y
zt?~DS{{QK$=L1)9)BzV1(+;<}tFLP286zkxQY_I5OS@Wt(Pw!hu!C@k{jlqonHi>q
z*w4{l#5=YBw+w*4z&{oiDg^NQ9eS((jC(i!gL{SBW0!7*{MimSV`MOI>yIu}s{Ge>
z*F_cCuAZJ57`l_Dj*Agmn}B4OouOwfURYB6`L7=UjfsH50xokK^DjYQDqQWD{k%`6
zOj^4Gz~~U(FLoICeFF<v9v)|Ng1?z_Jp#YN74*1$<u7^}<$LvRdcyP88^BM-ffaK^
z6rD>-pOeANfVedU^u+504ba`{>Fem$;sn{{moby*7Aa+TtS`)n6P~kI>_E`Z%QbXV
z^t7R_oZZOqSXXY*?vG4ep~Rfb`NM|aIp3UQH{^;}cub~kTu~zu0QxHFgy5sWJuv_~
zbUd7s?*Ke0dSAix{DZmGrI$B}yb+v$;^2Yxzb6>-A80tvz6Lx(ORk1*BGCy>KmGuw
z$d7%$nY=$w*LPHSaUPzR7d(sQpIrbuZFAYh{@S;`CTsZu*usxBytV=HCKbODPt|TQ
z$h<eWiHs8(RwS+OA%rD~)3H$Ce=7m}d60Y&wny<^-!<}Z4X_Saetn)9ufO-T4)sN1
zr?yvq3hK?oH7cOwYVa&R&U_2yfueBDgK{m~F1(hx9e4hsN`$rcUFLc%8eBWSWM7nw
zJx#HG%v5;4{GU`Q(=J4bOWe>JJhlt}cZQ$3keX6AIUNpwXBoyrAr(Y<zakTr^v-=A
zi$?QNGB;>g4)@R+1N{{e96uQDs{W6Wahf4BML{0`DEqKa_37Q^A&mh#tyn`HMTwic
z^c^ANeLDm;Q5egoa3Bz6N>GKpPg^Ki7qBw^o2F}ytXHKz$Ik)Bvp^)CkE9siRi+R}
zwBCaY>)Ol@(d(k5{-iR{hwi)hkiW~xpHhhHV<C1i92S_RMUt8iM|&n(d<FmK(b5ZQ
zT3SLT7;$HVUc~a*<XN>UqADiFnH6ws=OnKKzpY&Zm=IG~I~v^191e%wq;TB3_VO+*
zsOO+p1<a&x1(ss*d_To%h~e^nxt-t(&ENkVFrH&7?5YdsXBy)q5%H;MjtLUl^&+tq
zLnPTPn*84T`5yucwI7!_je3_DzmH7uaH<>ry&>TV|AO@YA{Q1*jO>>wqau2E-RKX0
z#Esw8epa{H`Ryt-h+htGGcp}<@89oU4ceInPA)^w%lWdNALV4pwVm+YkcrgW`nq{9
z#zP;%{^Hbe7ILN96*Qa_X+v3j0~*ch$s&lJB!@qI3Dlctw_Y7FJ_LK*Qy5ScUqBsA
z8!vGG8pH!=g6yYmOA5f_uA7%$6b1~IlljlQl^;z0K^KU%qp)%;+i$$(wRH!r(1Qw?
zY~}=O#V>0D;^LjuKj=X~6_`#_p3cLiRsjf!CdM`@^k3mNa*s$-hg0hDro4*_OVXRo
z&jbX%PrsLVH~}+Mlk+rKQB%Sn4+C2<zzUs_Xt^`>FQog=`@6I5u^m~g8e)sX>9_lL
zRm$K#Q{q7I$0n=|6sPc5{+AG|!H}jYvv@3GWmN`SnU@GM$w-QYA3ZbGGgXE1JYH6K
zrT$PgkU}CsWUxfM`}O#D`MH|UZ2O~)-`yQQ^jxt|P5gF6JG!dsJo`b_$NTmq!_gMA
zK$ojD;AEFs3nf#95>!?DC*t*OuDaYe^~y12N>EB_Iwuuxm&IiI@d(RWt&x%=+C4NW
zuTRz@cD<-Xr*SB&2))Ub$N`dW<guDrXpDyh`#s|m;ikH;-iV_u$xxJ|VG6I=X`$gk
z3uA`kl&AE&Z6&Kmue7LNiY5#Pr9b=WSeOM#Yzhs1=fu>JpdeM`bU<4HX-c3gZ6OWz
zc5Z^W#r?M5mTEAgYcbBQMyrqLN2+Xr6+#~bGjjb^o^utgfuFQXQ?PVP+uE~?VYbbv
zJsX}s&Q8g+7%W_qkaeSq7!n|E)nR?m>OHf@)cKW%7O8*&MI2an{o?Sfbxhzbgc#g+
zj1uL38(mhTL;&o$-0=~6oM*`6FRwJ0=}!x~3;vV8lU44@-iOSflH;{u9&PNi<$e6&
z;fwJSg6fwa_&-v!c4CM!s3ErDbg>C2-DY-n=iPc0)$C4Iv}An)rJpRWcN|#p+PJLa
zn$YFJxthM-vo%xk(4_1(!S3UvPt=oL=E)S53!g+PXExYlyEbofn@fJCcgPQV6h*xP
zUrZ_1S1JZ8X^b#|$7qZWO%FINt&8vF_Xbi*43Psf<nF)f3=1hnB_3n5&M@eHakFNE
z-%WWjNyMN%_(CO{ZYW@enoNNc6RXl(^IAnnFEqeh#$}nq5?zejb?_-hkScitU%%4A
z=5%B;PNPc-3om2-!EBD3k2}c}hqeisBD<i)%X7Y&;&_QJ4}(v+^{JF%D)fPHzLFh#
z<!%&S$Dam5k>J`RX>DIUb0pn1)O6-Y?qn|Vv#SC_fLrZ|nk1VDB<?X6U8;A8qRm6~
zqRbT{ttBy?v~oa@S98K)4D*YXYXM)t+CGctmueZr4R<d06x7xJ#8L{VI9{&ka9scK
zc-kPo7tiC;bKVY&=FS(04{XQv$iZ*F6!p95JTA{w6+UnEoEQBGDDzEvecjix*82Q^
zir#JP=?y$)*uy_v0xHl)RPlRwIsRcb;^)E(z_zSoC&-`BJ21nFZFlrs)tvkBOw4u)
z2O7Q)&V}11mi_MB+|A$SI0fwYK0CJ;%ProIb2#)YT3h4qzPz5-TX#`=0iFNC<~|ln
zQvWR)Pw)#8_IlGOeWkDZcpR6@Od1j_kZ~a8*T&(>=-^W++VbG}?!##V4!V~62mySb
zBnDqXx`qxya`0~gz7IqUc(YL{51E7aMP!C>$3Q)U6Ie+?)>@O=y`d_Xb<E9=2AW^E
zdAudFs@Zvip3127^#Pxjezph{0){$%gA&czQi3?iI9gnrw+#)P3)z$vDbKpdw*w5?
z%~YL7KN3R<c6tpQ-tx4y891Qwn%|(<DptDnD>~(wO+!Wu8w!4%r6D830>Tt{$>a|A
z{K8<tS;3}$G3qI72FBH9&s)KDpRR}WGq$Pl)QMT0*F@59?kZ-M1{MGW<To%Njrm0K
z+t}~8toM3JPptq$)ucZ_kV@tF!-0SgAYf$Gt=-MYQ)sEttrI#b3@=`PJ}ODF(G-2h
zfPP3KoqT85?qokbVSoY|`nhru^ix<aPTAZ%=+Cd6<+-A0O48I{Bj1`r@H&Je$4Weh
zb3mQb?^=2bS|!c$JJ8hl^Ob5G+mU-#C-eD+=J=X}6FybQxmuOj`@SV}yvUuNPep{a
z@S~E!Aq&GdQ7!OG#bEGZM!)Jp2XS}{CvAS*m<(uWULO)iM^N$8s<he0CykOw!{?=8
z)wY=)c1BBps^wIIx)e!2vN{l_*vdE((jy)I%35tF?xp?+2YbO++8`}U%)A4>d6fDE
z<>BTu6Km^h*#4fi6=XfKv(i4`M8ePmhx)5>ZA%OK!d9<3wh?LY>8vcbM<swqrMM@R
zbx;gT1rs{&|9pJxXBZ)LBd6<ZDhxzHn)GYkY{7Xt)I-=36`@|AZZR$FBB0x1*}ox~
zzXAwMF3TNa204d)n}E|!L-6lYgjatDeNAF8Cw<N~uBKTVo|dxuBc28kvA+OgKskg<
zwphfV5V=I5lggX1>s)_eUfpx4$#P=tGn;?;E-o!;A_<SpUpE&*HoNWK2khYc5uSOG
zmhF={1Pzc{6CwM%FM&U|KDRsb=zL=vS)qQs{M>4v#>@si+iY>|I>^*0k&E1aZuI@{
zHKiPhxPKdUZ0NhYnxIlEQFC@?@5{08fz1gw*e{pwO(ae5P`~RhF8-G9|D$U^RVhFC
z`JwaTCn{Aya{sI)<2%u}3gLsjY#};k{dYR;rHegFPfACn^k-(xJlSj`8(mRqn9!vB
zE`_kT4$3AH6bA@2Ji&*wk692TetheKw@t^qQBq~Ijq}M_YVZXPcQgoH5-sokFdaEI
z^Z`w)p+{r{>9C?SB-mVeY;-VSAeL_y)m7bo;W1=*lwJ!8>b6QX3z~!mSMu&{g$zR%
zqT>`Z%d3@77C@RlhvGJRE=nlS`FG6<ehnva)nw9GC6AtZfiHCI1L6|(#@?h~gZLC4
zp!0!u%x(R&ElBMZrLP0bOTV4jsL}Cr7i2xFcbh%esj;m0iON(IF{4{DdeA#gCMFS%
z_tAGz^aGYimoB0Q=~~6Km$Y*6e+AWY9D`!@k$wlj`IJP`CW$m}r-IooO8}4Xv_wkL
z?rnZ%>8ZbS^AUq>7<)dWF@5Y)AAQ0e>~7!8l)}Rn<$6mu{yUcv$GPX&EaUeizYD0u
z%-kOrGzOjyIF-1h=f(d749{-rT*9ZlPZWRlonAJ(ar6SrveF-BU4z2+vW*2e1ES3G
z(S(Db!LKHi*+c3!Q4|@QU@_`#u~Qa(4Om`Hgbq37m^#&|*V$BjmRc-9oieZ17l%V{
zA_&(9#mvGs_Jl2CJ4pLu*_f*KDieT{$j39qc%6VEh2W3Bg65_{VOOdo^m;iR*)WYX
z8x?9QSFN6GqA?N^aMH%2x2TS5UhR@<_WU48Mq}TXDS=fogSisD&|Re!MhhEq8Q{6O
zGglv(jIuaf097T7hs8a*tu5^j24r2i9^LrG4R6F6O>xKX=Sb^_3WEM9FWU!O2S&49
zy&&|P)JzPSKEXa$VxY8!FN>Sjw13|+frkhKA7g*eb>>`5d7z-;sNP;IXnp@yyeQ|G
zvGpB>R_mWrDrkbg-nRP$MXzCKznPwGHn2iMD}?&7&2e1_V}&(7ymm1T+RKAAVUcO4
zD@~sr4vr$}8njFlEHA2n!;H8burG2S5&<!v6j*xkU|PfR94_!YH2({A4?>oN=Zzl8
zWH4aL>}B2`!<|P$-j`6G2o4^vpIbgVwFWJK26O@Vq`<q)XqH+It_quee;@;n8YaDR
zjR3M=`QWU;juZMI$jEIF9yQ?C=bi0t?;7@bq5^6NQ32S!WyrR_+V9l2jVs|yWpBG^
z+(|`>%a@rm-iq2lCvO2^L(j%3z3?07iQU%)d75f8saTy#h~2|Ww6KRCcpVkH$x?jv
zbo!Gh^5#L;Po+Zv<aP}Ug%s6z>f*@v4XgL2IM3c$^eBhFRBOR5yFwW#Wk-eHX1*`^
zQccw|g;uO1UUjJmCz@nIa%TtaFDkWDilbh2$)eg*IuKV0+kNWc$#PP0vdX8(^!5{#
z#VXl<4K9jW94nnx&7p(nDTzQ?k_K&|*I3J^l2-1~?|!C8-715sq>Y2tmXm-_1!ATm
z5p>|{xwm@VKVqqRJspWu@$*jZae#5y$AQPyhU>Ypno$EdYG1Xe9~XT;O|;5^RMwl)
z(EsQ_`zne^^b)RvoaFuKW(#949EvIu=fG4NqY_x|+5UT3mPv6yF2D1olO)L@0))Zr
zM119*I+`3IVz5t~ZsI&bPRRQt;$tV$Ale)aVr(rz22Z&=#Qt+TJLA}5OqPG;!NS+Y
zw^YA>Uj!F$_2uM{M$so=<IdPfd*_+u-!>i%xE1Bl$F{`VvA&mJRb@=YabBy<t|N;(
z@44t_W87@Eo{=RoZe2I=*T`Z~6MLXTX;K=7!O=kzpP2D~{qPxZB%P3?(cYl4F^6Y#
z@j-8~6EW2Rf~?@f&*K_E?HlS726j>2-*2Y-BF5*!|Kh=&Gv=dz_J}PowE5BidpJRP
zz1eY!O`<?7(8-+g0VNbHCNv7%6dOYpXxmG-x^S~3-LJLcQKSqnqH4p;P<u9z78|uf
z8}xKs_e{%GP~?bH)Fm}(d`zV|GhI2N-rPS9=D$I@hM)6Um^>z<hZcsN3XxJ{hAKv|
zFfia3A<^M~3fhkvl{@TF@zs&z#=4FzqzF$m`@+lx8n9TpuUdbO)DBXS0E*Hy>(nY5
zWec<ZBm|h*?d|+aIOyM`{CUNSM9xFFS2LFwl4U&NG+l0H;{)0>W$T`S7*hs~r?O9l
zJY*~JPg6QO?Z6@GK#9lR+}X9<S!;E9RA%RRqeYf~Ts}jK-dVr><caA3iQyz^i=W@9
zWu#I;fi`?@q`#S0RKs!bL0MKPK1g9RdT@wMgt`X%+%?zbd7XSLjzXL1=;N7vz@=`E
z3!=Ulx=e2gdBNF#ZxQ$VD|Rr*T7N7yLN-T^1`3>9sicXh{2&_UW305;0+C6OR=IM@
zHG<zo_i260oY03jGgr5&-OIoJcj2hmnHEyWBJ+7<`PQAgVHlMdZe_%rV&nUQAMg)X
zJjS)uL|0v=53iDm^138YKA+d(4D1B`((qU)l;l<V^*5;h+zAe@QYs}iX)Eu=gDQC!
z>uR#iaTl|Ti7&B9=h1L!i}gR>Pl)Gu4$02|K3eeES}C^(!-G4%dkOCq%5g(}PX<53
z3U=H^u-Hm7@Z9C1l--XzF#N@YG2XcMXhDpBfvd*8xmeIN(Iu?K?8ykYg*{wfdo&*f
zX<$DTJnb`DO$ENCtuyR6Om5IFq4c5gX)-vPK39gPWGI(diw|+5+$!2xD3Z>8W%iPb
zP9R$3=)TDXSsprxNDr(R6ADx<li}xYYQVxv^sNn}46ck&A1Mu^RLgCtZEp6M&EX57
zdHSFqK0p6aNEpQ#TviOK$-H-|uCBI_)Ec;A)nQ6462dPkkDzHyo8neZt^xfSCn_A_
zZ=*1g9^}9;H&6~mRWfOnHP4YUC!|{BKIaKo1Vh*0?)23w!sXropY=K|Od{0CgIUn#
zSL2ip@0i)k8G%NW3JG)7tUPlS_FG2hojK48xxrqgOtx&XLeq!UU}_cQN=M*Ivfik|
zhh7aIT}!&e74W&RWvNk(ylhPxw#)4qzCmSEMjd%6lPU3ajy4k`q~n+e(Lpfcgbq{t
zYe3O^^ZRyby_VOGfKH4l9;^YuyW)wOPAo!(DupvagQJIAY-WE{+{s%@hjv5^k22~g
zpRbk9R8&^KDYqav93#lgXZRiJd0=PaJyi7>3y6Z9Z{@N$GXmF6)cqK88;+l=z6Qcw
zx2Zc%%UKAZ77aroq6IT=&GWID*uGECRhJX4D+!Ct+BJ4}lSTsjDFn`&P)FgR`BG9e
z(Zb(zTg5l#M!Ll;53mKkev<TpWc}etnn!g(!q5DUSOMYlF*kV}Db23wBm#xqp!!i{
zYWy^OqD7#ZsojwT*LI%g9e)t$OXqJ}?pk=CyNxb4ERBA7cyK!nN4h6o#P+LEA&mk5
z*BEDzc?3xqn7LqlR!)L*5JGh-eSilS;=ZK7=q`s-b)K$75^+4#y9n|WAgea=Ue#%Z
zCcOhZnQYItS}l3PvNaHi)e5LF3K3*pjX?}Rk*CNoP3}2v`+&nS<|DP>$238rc&4al
z39rYN_`{}55;RjekxUiyH9;DyKpM-y7tG8Oi3Uk;#96i0c}U(3#(vHl#w26&YT`A^
z=M)pd<Vr6V0wqbWHBC^m8c+y%?cz8nUV9H}r;}eBZ2^Wa+4jR^6Zn%kUn7z2=D$s(
z(}=sM1x0KJJ{)A323(D;asKqR=2(o^DRnFYz2`RQCgw`eIkLq2t*=Pq^tlMzl(%(C
z88u&C#Q4FwsMHwQ**-$N643S_(VO9>*}B5&t=Z9t>n)>DdGSLRfWU{YZ;qDx)3mC-
z&)YF)4F4ky=ci(j%2kQVyYk;eCca+}Qpl`Dw2E@L(D#Yu_W6-CagEs~mk^6C>-?29
zRr;Q|(;D@|wF*HMEwdTOYP3&wIFVegK%@3a{AoA6hC?B3x<R*V;il?bOU>iqzRChs
zgV-5X3|dzO?yxdz$>nk$qrj=Dk{^RCpB8Pa!Jm+?pmb$|u^autV(-kpLQq0Uqdo&h
z+9#dTSMN$xo`vxb*;3d?R>Tk-PT~6&B?|CYp*s;LTc{g8ujTPwJ_lkR9&qj@m0b1S
zpe|;Xs}sYP-u#rGxeG6wXwE=X&dd9>QO=%T+xOY3g1^Po5JuGb*xot?qc%M(6E5OW
z<6#?Y$r>Nhpmq6Olg;kI4d=U$K0Z>Zz$D9ur(T{Jwc{bW{<6Ah*6~k^!DaWan(yHv
zK^l<l&&@hLPdCx^BlZdW8XFM3IpPWyIJQ$CbxKy3Ajgv@Z_Ws<x=aa2Q+<j0auC^j
zWw-oC;QaS~8@hg!e%6ZPQgi|Z2MviNMB8kGZ)x`h0N3LZ@Yg{R&u{T&GbBY3Rr@Hf
zIvwX;(n7KuMc%Y-c#wxz$;y*kQa!TZ3eWXcanQmvMF-6C8`#%)NXPEEQzd=t$6g$e
zMPI?w77;UHI44}BO<gO$Cv^Mvz5>*92Q&Fl!AdbG$UUD<XfO^Q7vq~(?jcMmc>`<#
z6fVR30S=JQcN<0{zn=AfJg!K~Z4euWTR~b+B8&UZ-;{5Ztr+ElBOa#PbQXAj`86OG
zwtu|n^Cl&ZUcU*=;-lD26Azq6Qa`PMsYEXA+r-hYsNt6%mg%GgKP8e0yo~IsG#`oL
zVxMd&bKW6gkHYa*N5C#0#vYF#*B;Z(R2@EQj9^FAy(*VB&l!_tG5vcVi$Kmx+~=?-
zu>Jlx986z*;!G8zWGGcVGVx<_)kw%OFYs6h9o^7XM~}H%t&F(3+#V6pm*4!ZxPZ;S
zP%J3^DzpL$HKKjM|MaKDrZ5Uk49Ty}dE|h{JZ|`Z!>U(#_+qWsJ)x-W3&?!@+L49&
zNF{dY_eVB(99%Q3NPF@~!B+!sdaRi$kXsM_6stf#3`-bnhQv~6o8O34SLNy4ZdWP3
zF|a0K*eD%5t3}tk>!?SZ;o^J|DxNsb#rb`DvG*kGblc?%Ernl_wJ`r?iu3n=C%<t1
zl=Y&sMFzu`&D=J7^YtHrodNiV4<VBKMkG00^~69xeKODw5m(K}F1hIJdOA^3(9#6H
z%@a$W|7w|*c5x3nUwrC-$1fElVe}8+1O8YoTIsHn-&GTwv(qvTKl1~_{|I$FF9hz=
zxtPRD%s_}Do8mumsfv=tZ#J|?JR}G+%vJ?u^7^0iNSWI-=tKhr<%q3=Db=1fwyWoM
z<6Ux33#2xbog5+%?ti!GZq(ESZxD$H^Dto`L2DjTIEY3F(Ar=@gH%{<Ncp<U7G@e?
ze`YchtKI-MCMD?3i~Xu)ibrke1Ob_Rt{(~B3D}di05dTB7Z_{RQg-6(2cMFHpDep^
zMkp3}t_SHb1~>s0S2m%FR}2#v!<m+;4)}WQRYtR?k#1EN*qZXB=v(40_bZKmMXdUI
zPdIN=V2@|O;+&9xejaIhx#=RNQF4%%z?ODw1y9_0Ts*TuL$&uW=3FU{Oi5l#QfW^2
zx=2vl0Er#{9ix}|=T~haJL<%LB%Xx{-|ml%P{Ee)32jJTu`i3^-B7%BeFfswXMz*w
zYK)$B-u%MSJ$4?^m1`dd{w#F?*JJU`Hv#%b<YD@Qd7%&*qE4rAB}+Lr0bjh-Ez2s~
zyTJpP&IgK1%@Ky~pJlm7*xq{IsSC#SA%c!)gVh2e9DYfrzq|%=F!6}<Q%R>#<Fy08
zGAb5gFof+5cQ`rz*GJTt+LpdWsgBbSY4dXSPw`;97#{J!#VEf!>lvqu_R)YtTfRUm
zbmOcb|1nu9a|Y9*mwXv)vfeHdQvhVaLm8a>9kGGk#Y)JKvH<(~zRX~g7rg-dtPcBb
zvqg2-urc0u2_T+J+|ubHvz=Pk9utDDBO>VQeE>;VUCyFYR%wyH5UqA*g`>+?w=K2=
zb}*ylG!R+M>ynG{XCFJ;NPVEl#!fJs0b2*{+%YoqLb71rQm3yC>$9j#SiLMQQ333r
zL9p;cx@|5C^OwK3f|xa3BOb8f!L@P(5sH(dZG<0;;NwkD)BaRm`!713YVCJekb*b^
z!>_WBNJwn5T(EUhj0o#yzB#6}eBhmT4w!V`7ycGQyTmCU+g=b^3IKVwVtEDM|HSbb
zqNoPzmDw{p5VKRI7lZ7Vnpe?6AHEXcI)O+NK*=H%C9kA(EbL3wDbkXqW6d|--**G(
zP4wbWW?M6}^JAU;=Cb1ZY8B^rf-?_3b5%{VpyAF((0l>kwFaCCF*8;1Dh3_`tZy9I
z?76BRy+FD}o)b&$CA39FpQ&jq<cxyBAB)(5A73lJ-ugXWjXs1NVq3$fnVVu5K?)>K
zK7*(fBmNNimr(Jm%l#QnO|%=1o460t90SSHmFC(m@<Cl3<)^B_H_yNyRmlSp-||8n
zfz;XsLppl3hXQ8r77u19X;c&dM58z0VI(e;BiQ$Lt!Pew_QDQ)J`RpmVs~$CclSmx
zdj=dp-gfLf-*w2rtOi9Y_8b#8C@e?<(Bcu?&GMUwm_<Afm6?s`%<?Pwm~5h{aW}?a
zoB$ocm<Ju<>&Zrup4me&4qME&T%N!51YvB^w?PqsurFT9{cm;hxGbZ*{0(GTkzaHS
z%Mehqu`$XFzd&=bXA8HkB8_%p_MQ{`?nag8`z`kVJ+}w0Ge42Sd$XX2oLNMc?Zi@_
zR-{MO;Eb9|MJ+9_>gwSl?Fa=-D0Xf&wUE1#cB7=Mj)il{g0?(ftfqz5bmg@lfmN>g
zR06bvs*Jybrj3F`ofyj_!e!MUj&vMFemJS1PWLN4H@7$kpIw)ynHKiDYU$ZdR37^E
zg&d@zr?kKt1+}tD^Q9SjJ-eQ-tFZ}CCA$)6B}H|g>eJFSa&9U~c0s#a_zkpMyPJ0f
zRQ<DDVO2r4CHrAi8sQV8@f{;E0F|1&&knnZBb5t(daVZoV5d)5hTNxUxHbIk;!xxE
zHkr4F>n>zm_EUZK%c4R=e)H2Ri9TGMDuWfhi6u3Pv#bOk=bQQBLhBQfBjx1*s)3jG
z6$AdPT*UR18TMK3JJki&t~0(V=Cj%AQCTEgVl880;hcmihXn+Etr?q`>S%;rbJ}=B
z7~5<)op`2(lKFRU*_sIhh92Zb09s;#OgxZ?A{W_b5WpKWefw-wZtKzd4+9d+XEI&g
z8x%R`aej+!j%<2k1WXuOx$BibU<Mo&MKjUzNTyeSl$7*yRI;S=e;z3qggvb0{;Hbv
zb;V<quC(xi!$NCWXn1m-1+X%7{b-h&W|pFqhaxRR364e)MU@5I5t*4*(j0P#tAIz^
znN8XII?`8X@5+Amd7K4B8eKRMoJG?|%a6}}g5W?3K&t9kB{`r)NmY`i_?J$f^kd!u
zr}2}#qujort>~sSQ$hz}AE1Y1wq5Q&0S^EtP&?8#xQ}NAB*bE0fggFy`=bq?-mFK6
z*BgM=2r$-bh#Rx%yIJYIcU}@}HTi8Zd?~)fpjksIA;+}d7t0y)#Yli#(*GG9jb_O_
z+5>sG4^Ml(eyh1@`b>vkj%mh;Kdx8}XJ?w#aeVU@_b*<U`-k@*wA$}5lkAS+LYtrh
zytFUnGXkB6!mx{(Z*P-5Z>-sIui_789bKcREzIdOY=7~ZiM@l|<rV79%`l{X45ROs
z<1(0w6_cY;CIwNklUL^+CS$p)4?gF_6uVb(R7MStrwoFP7f%olOES64@+%zWM|c;V
zPLN@pm7(QszHs`@+6Av=p^dw2DZgmxOZQ!Zj{dSsDa0&TkfcXzk~{+knS$?1JMvPP
z!pc{h@>VQQ>{Aw8Y+FfHhQ8a@Nb2;XtgZ#>bw)2+P+*B}=vvR^!;Z=iWL0Wi7C_~*
z-yO0dt7%Yn_#5vsn@Y&r7$-AgFnpAH@hhs%LMnW%mG+N?;g~0qz{*N<uLoUeM_kVq
zdx0?H8an4SOx}&@X$guEb%`PByoi)qfS2+(u(9l7vTHz;yyZ6{+J3`Q$uiy~$pgHR
zAC_w(i~e=0!@%7+=)0kAUC)`&(&p;BEn?{{pH(N&%+SNen|&?)@rhs!3jPsKc)#&I
zXu>?hfMDSa;HiWX!77Y2iNlqhCGSsob<v87=!UhY*2|$g5a?vUSlI2NGljBGWK)N4
zV~0m$hkv2IhuL!zDuRB{F>+k!nhM@6wKiAqL&-v+RrOQr+Z?(*8$`&wQZPiTs|<Lr
z0vCXt-T6!@GBZFt_x8;>512Xs!fMEx=%d*TiV@)cEG7H4w`y2^5=f7#p-P;6D=wkd
zK$KIRBPFN(em8JAjFAG{JLL0NbD=f=UE8~yKn^sU9Bphu?FZ1sQ=7Y889CJ#ei3To
zzgtrVL0u9vlPbNAQv^6t<di*)X+9iTdsDO<x$4H{nes99t`a>~v5rC~*{LL94{v4`
z`i;aK(NuDW_Yn@!j^4H?r<9T?V&%>KA0*d{qq7tOz8dD{ayV;gStj3Nb~&}`Cyzy!
z4e>*Gt@VK{Zum~r<Fu}W2LAH1^Wmf|>S0#hHr-cl{fL8?B^sG=?dHV7jdF3OIrxCD
zRzJsYhY1@$LAn*t;x#8`y(%WOgG7}$AQF7S@JcZvfCA3+u3NFF1V@>aho>k7JQ#rA
zdf_Gi0?c5ihT>nzv&%UEQULw&y=Y?zU5#{DsDDWha4a(W&QbIN+*A>^RCPXhA*6D{
z?YYuZ+}e@vvH4$zDBwanFe8JoDBis?^@i%-g}BKis=z^ET{6n|f}Cx+OZ)j#DnIhQ
z=JW6_x-5scI%>SWJLCOWS^<&A$#AjweB0{KDm&Zmna=&f)1q=3G5GYz4#4ez(G~Rj
z{Tk2e?5;>mj=W3&M2Yai0_CGMt7f4X854vB^cruo@5K%ogI}_`hTJ4r64o*#A{-cl
z!)Rzf8gPMeM4z>GIYZDo?<bTwO7nEA7VMy?sqyVyc;#_Dd8#Zgi{v%_%TTb9=PM}^
zt3o&OfP?rqH@LRjiEEQ>II(#r60d~idqTkb_e9y}C^5W|5mfG(`zM9Kx$<VFP`o1%
zA;KX3?FkQyC-IQ2jKf|c&@+P1`E~&$XkXp!+3_czu74@_FsQz_H5moEhbA3OU9NH?
z!|feOtHO&B8}K!!v9ekI%eKvrSjPN9>weq3)fPM(w8I+yTeIJJCSgPi3a)n_Wj<p4
zZCMHIB?*?btBHk<XUl5R@mvvTVbar%?s0QmZRD-|T%aAl4V2A;>X$1Tzf3~GD?jwm
z+0ZDOn<C{D)yFWgn3O%tf}ZqAHrOx%2;B74>tDdHilL43NJ8KS4Yx5mdFjv&sZP7z
zm6<pq02LSN5-pJ#XFQ9pKpSPVP*VyRO{Www*=1QnA@*%Gams+my9w?vQn|5E%!(-(
zKOGOZxc89Iae~n3shq4z%)0#O`fCBE5{%RQ_}&FGO6d4V^iW!t4wb6mm1~A>`O$Q+
zTJ-t~h(#b>IfLL&e&6+PAV~m#(OFrU5O=}W%$&goiXGy*gE1EI@nyFskjtu!7d549
zD@_qgsfY_%Z%OFr6I~3w2N{&dLM>O5m>3fTIz2|ZY5rN+*%_X>iLQGon4aNv2Oe5Y
z9gBwpr~-hPVU)a-GBdeEW2E=ve?_XX1R$nm6p9{qX=-BGZ?Xe=-C~fX7D)kg4XW%B
zYss8zrU}v7fW7>8++2ra&ob*>XU#J*-;D-E*ol)~d$k7#C^ylq@qhT<(*7?;8x+tC
z5G;p)Tf{w>HeT%-iG4SaqtJ;Wi{7^8%>K?E9?`RkpILYG5ihJ<Svvb{Fu;1X+y!q(
z8$gNRBbzk!W~B*uu2hP;<2b}$RYT|%LLY{-9IO{Dmc<-4X?fH0S8(leR%j$aI}S&W
zc7?z6H)wYmkwftlmlo`9l-pFC5ircMlBigB$>mKs?UGo-MI=E3kBj+2x0RZhe|u(+
zDMc=t4!cw{6V71WnxeeeH_4OXcFD9I<6PFBX^61-noD(-{u%)9%u;euw^?{R`4sjG
z>gfZQc32w_eA3J*e=s9PgpQY0e!^C1Ub<gPZ~@ROrlf5drNjF60M>ab-)?mb_gqaE
z&ysB+)9;*#3VRHkqI+}2IMn3Zgg%bA&@7)&$U&Wj3-hBtB5$zd0nL?Ha$l-qU|vTL
z@4=zDrDSAI@trzj9U-4wo@61sSu2he)pk);JbQapP(&wr8Iv~u4ws*KFIgd23lrs|
zvXP@b&NNeTo+B*2iRY>F&-1U`;ed=M0Bkq2B<&&Y4FMZ1UwIRu236ybL?H+2k8rTf
zT^0r!GMQp6SEzMFx@VeaL&4wkY_%<jwH%rPDW$^CWsjV)*{-a7_fy`M63-<EC}`w0
ze(fcU<)1&?!b~vnoaOT<u3YcazG;>G*X1-y&JxzUk%H!XbH8+b@#$rjK`pPhdW*7&
z$5KixfDcprqHdF;hTfQ&IT7g&-NVZu!=n16e)}(}8;|4BQKz3RkTg-_*S^7Y1t@;T
zb>8znU3x-6^z#y<5<&bO`^G*o?boINyV3eE$OqI}1E5mf*9nQ)RnpcDUUbn`q5^Jt
z>ckZCTFc$ma<lqb0QZsdAf)Y26djPXT69l*%Jq~N{m!J%O-y<MZ8ZCW-{zK9v|1iu
z(cs%V8oN^<7Mf!Vx@d{e3bcpf7UclqHvAknF7;WbSBfN=8frN$VnC(%a3hze{hf|7
zUA23;y8m5AmZG@Nl2ka@kF+t=jeI%lx8?9RH3dAa6%fsQgf3g4Ff)iV*e6Fqg5)+D
zU|g~)=L0wzdU?G`OvX*~D%tMdcs^e9@$t2P7Ia|`AeE`v<p|?Mt+AW^{E-_4ss#R_
z0ussXlBxNOD}kJbEGK=5f~WlL+>$7qF`bwGLD&26Q=~?c05bdyqzpYU7Gi+{rTuCN
z->UYtGt-?AojRcU4d<*qi6HY{wmxPHF~z<`!g|8wa;uY}968x#FsKeqI=7Jf@+ll!
zjClGw+CcvwguzBSuSdYIW+fQ^v_F%cbd<j9wt1#7H^x3i#JUxJ;Uxv(Mx(De%pUk4
z<u1g7%%lu`NUm1?{d$5V>Ei8h*>Ht{4^?&US9736I<8Kjm~dgN%J9jF(%UX;9=3kb
zHpDGT;3mzbq|2~x!(*qYf}WY{o#=p7BFr2yaEMkZ@f&~FRg6gk^ye((9j=7@-%h81
zqSAp`sPQi27%dFE;JZ~yh<1V;9;HB#j2xvtg7mj~Hh#-Yr{>q`FJXRCuJee~tw^NB
zn{GmGlmW?22=OHNWY<aCni3Hft7-fO?(Pz(=B~ljJLL-HmP)qU3f`{4gw@%@p<p<;
zLJSb+qEk70pzT>$lC=GoVYOrlEL!C8<5cyGNtFy{(<h%n5j9^44C!)-M4Xe!%WNki
zMEgrbBKRg~xklS*_#fVh=iQ-R=ac;h9Eh4pC`#TU3Jj}SpDuE2D*OCR$)mh3u<*LX
zz+_4NA8WL+kO|Yz|3mtQ;-}+kbw(gZfYY1^OnFlxj>UJj>1PBF4wfVv^I&?iv9Yhw
zg&QT_cXB5Ad>@%seU8-Hq2Ag-hlZ?mNi4itXsS0jCx>mM^rXMrw+y`@C1n0-aEecO
zoxhw=5aHq#`lKyEsZhEMyulrWh1t7+su9R&4}{@pT`j7N=5z?yxU^Ycym<eTjKdrF
z>e$kc5<yc`_=tV`*myvhTNpUCG%2nCG9~JcP7cT$iRPV)u3ll6?a`q}JG7=~r8q;5
zC1+u<LH62OUCw2Inq)yIpVGldv8ghZm9NdT<G2iNc^ol-qE!Ti3<E+Wkb6z<nw0<N
zmHkRDcI5vD6TVD+*tWRgg9n+m1bG6fFn%oeX)=Jrb)Njx4^&VBPo{0Gi_=m|d_l_N
zIH(-AD@0!7)@!dG-ru<VPj@I(LsXZXLP9wF878BlLy`=vIOk=`lcYOrIpgD7lxxnk
z!a7{l>{;|f%P+UFH}Trsnv(?=t%6HB*iBOKA)Gb3N))FY9+-8uU%+;8BytS_0USW8
z2{7|Uf4Q0j*2bZHo%V7J4@9b%@KM+BjR2VtopfYCK^SUg5*5$Y{PzkaGhcK&I@9Pl
z^%E11pxdyA&X4rFHp|x9tKr6asgx(}icIl&lxNj1i=vu5BZJM=J!oNo%9A=?|CUXg
z%WoBE4sj*M@wIfkz|4qGO1RLs;gZ(W%;b>o&U5}oa)<6M+0926wBG}gEpu9TT><HV
z$PFs?VM~zfVOcRM3=BXS32-AXMQ_we;>WDRR%2?tlJEIznQhkRFh5_7E&Yd5-kjfm
ziF)^17&KsYAeU(riN|_@GyN!R9>)FIOQF&{touVM0t|7wdJLI#^d)VlG4UR0UmBMq
zwY9NToY?097U1H1N7c2350cVB$2v5i7$0OX3pxM>3(8&VA?@}jE4Ny#Ygt(hteg#b
z+}>OGc7iJz<@Kz3_I>ruO%|WVk9qi4SE>V1ap7QjZ;=<acEOS7J<Prhm5Mc*+C_oh
zl|uu@<p+a0fbet0;1@a86K)HFkhbF!8((8c)*DlE2?IEGu^>z>ftw=ptP12H-mwXa
z=fQw4?n%n|L`X>%O<hiPj>NG{)-SR4Vt7{@$|cMwBT2G5hD6>396^6_E05UpsR3WK
z^jid2xbwY<AtcK@xHku5-)3Yo;HW?+y7_GD2ikBh+c7_3UcX%lRd$E4=kU`;lcfO@
z(Yv|q#+TUziS+)X;|74V@=zzPjt-kitWbYjY1EZXt&-eV>L*N|jbBGekLs`BK<Ovx
z2Q8S>P_Jjt`=4QKy4zEa!XuE?fDgKrm!xQ&n{bCzLk|YO#8G+o5uBSbX))-u((M@M
zZwxbtA;IrMwj+2WBgt_pO%o8LemlqyOGw-M%EG@r%m!HqDGWZvwKZh2KV&H?X?YzF
zFmV2km#zd_R2}#tNrI}%(|Y5M)p#i4OG%??%Qph8Q-P?yhz6kzzK}g+_>kkL>1x#O
zdMH;LfZ(-k8_<hPMLJ}8xU<<R$mW%zW2%oy9SD*Ov@lSE#5?5PuP1D2ub<SUm+mM6
ziro%3Gn0VB*_VxYhZn>mdt1Er3tkx*SoE(H$J{-4<X-?v0rKC$Is)n#Si=h5;gDz0
zZ1}^s09OCHUS!3!f3G$3jGnOS+h*v)7%P9o7k5EAq;8-}Uykm)j!K>5_9o&01f@R<
zwAsa$-pCKe<VJurc8)u_)qX0xgbJKey@8$5cl$}YeDN?gs5yPtBwSlu?&iWjNG*3b
zHfuBX>HIe0mwu^Kq%zQ{MPoHNsu(@ZpLl<k$dzCVqYl|8xnReET=04v{5IB&(6VI@
zC6&tp7k*&D<crsK5;L>bq=lg;Swr-7B&W<cE&Dv1E?-PAARo>gu9dDOoks54ch^s+
z{-`6YTRA?DM1pa1tEufd;xmpnd2SP{U-4H31Ntg^i7{cJQwn0?Sarq3e5_10E32Tb
zLrmfDn~2V5^(MD)s%*|Bq87aw!$My6f0|o+6Voe)JU+<$OgRVxP-;3-o%FMObW4+C
znp+x{nbA+J_{D&FSnwn3Q{2kCh?>kJeygz`ja8AzFdM6Wk6V8K$imB#!>KqaLIM<J
zZPiSLeRPO`3x6b8_C+Ti6r(ztR8I1dfplD2ddg~umns<$8$BL{#dIsNd^uGvSX5#x
z9FEURS(psi{Fr0L-esW8!8$$L?cr%hTvLGRxa!Zy1t>b7GqM||GS~W`iK|g5=hd^+
z@p+ROwNt@lT)$WUwJ_nRu(4kjcR65;^m62nom<Rov!|>kbuEan&Iu85w?4&iUPL}+
zzpi~0>ordOas*RGAV&HOzl&Bwwye8<cl2sKMB&u$O8X+Cw^jq<Zi!L`JHk`aikI4R
zP?~9-cYD+dtoAT%5^ha4qZA<C<1y{>JB`_-O4gTR;%&_YSYQU7UFlf~f|mDN{ChT9
z3x7NOw7D6DpJhPw&G9lRYSA5J65(w9K<J?80()k~CCkoQ#p%=@igC>V73tv05wnL|
zDFa~n(#I2RVzt=s*gB3n5e^J7mug&|ot}$|ET4kEesO|MifAbzeWT>E^zT4(3jJy0
z)AlOAI0r1v^!aPH^azswes%(kp<l4o!qCFZ<oPH0uMur=Zqr^@n}+NT35EZt^wi#7
z8eJhnP{S9Wwhs(fP<OcGjl-N*U>mO>pjl1mlp|I{8;KFYd(>{&9}HOD_Oo5Wua5mj
zZfJp{fi8*sYB4%fk7#Zd1>{=1$yWD?#bw0X=)>3qadlrxBq^2Ul_-C74%pWFoDd%N
zrUS9#o?vpeeB=f4jLu0bTOla#rl@%40vIBgMbai{pB7mU23wekZ9s_iJo_S>-gCQN
znv9oJ=)tNWg9sb3Er`IU+>kM>$O`fT&_6eMecje1DJs6r%b4f#%uml3e-7_?%ib=&
zF#dqtIBpws)asl!(O19h2=Ev5wl%_k1#2ghs9CPSxPe~7=Z{&>An#D0mZ>Izhm&oD
zZ3OTCB$;^*&#!GUtWXb$I804_GR2+mM<Ii;vyba^fO<|@pPjbpDt%Ee%3+n5ZP29B
zCKH3c!@l7F=m`YQ>)Kg06-p>%Z#9jI>|ZBiWk%uSLO+YaKIl2W%CbCHjlXERW^Lb!
zO%U*?hFq&9map=`LpWRK1EOECUL1GEd%0E|0DAvPVF&QU!OwD_-MHxrnhFJ<tJU*!
zMy2${N5)QX4(ngIlW)%uf2~9s3fL%{?QF6>Tb09b1d?WWg-eR@rBI@V|5xBU_X$%P
zTE13uF21U^DQwVGW`Yhf=K|I0;vdlu&+7eVeLu739|%s!E(tFQH|+nZ(|p#hjKtWI
z*&(JxP}rT$D|`y`125uCzXKS{DhEH1EpAAtLcl0`p$C33ZF5XDd`EF#RE6I<794f4
zaRHE(8UaF{jEqc?<jQE&s4BS#*!ip6;kg|@hMrUXo_uXyoPXxI#0x%U^>GiLmrn^=
zs*@pLU?>&J^Zs2YawA1lgZ$97A^?xmz7{WxhiXYwvQ%LcoVT8BA`SH_kB*|~uBx&n
zN$FH8YKV4~{MN5j-O?+sQ?auOTKl9Op@w(DLvY7~`*m4^JLYA#hl+|6Eo}EP>usN+
z-*JYsl=(@i#v{%<fu=eX+)bmB;LY;?5RdeSQxVAggyBlZSN2_YoPT|Ylxy?TzY@i4
zQ;398yJ(-7CE{+;GAgH<t5|GR3X4`+fjWm6av>Vj79zj{=LqrJ=MKX7c-nb(ML8Av
zFyXg5KOhAZwuv<V3R|y*eLjHXZJ&P%JIKAHS551V#p8ZCK0e_)Oh&C|RSl^1#%EE!
zqkeI^*JlFofAN5aEsCtF6>3@FHn4iT9BffoEb|1Wk!52u7<D_MvQ#QYyd&sVJW!O^
z>0?BQCS9tr0ChvE?-j>#tOlPV4A?X@MAJCc|BkCrD3-oPukn>+X3!A;AgbW&!*<$^
zqgFoIj&==PS*(#FdA6?o>h3@W7kPB3>okDra?gi9JoT#vI&LHM^!$sUU$)pYE>7o3
zp{R>2F_Pvq+A@0@F{4Pep!iJ0v+o?h32cXe9pT!CXq%GgUmQ{$Qzn))dy?3U5>3X9
zHm6#UD`I8>jp`ncc<`p&m9qNwi|MP^A4g@WFRd1WFotWcnJ<u8>WzAUAsixn=zxe*
zSK&?1C(g)FK!??O%|X8c;FN0_0!lbgR5878V1gpwQgsOt!-&{SMjxv%GZVt1qwS-k
zsU=zOfs8j&@NNE_?0;Wtrn3{D6W;L{eq^jtU6k|M7(bbu;$42D7#E1@cd)ZU)Nk`<
zRM<mM!Q)*o@_WyJEm3DK8Oudh0Uso*NSyDp<LusyQ@=Y(a@TI5ghMN+veI$ZxVpVm
zd2qITy_01E$MLP`5xNd^DP(v>K}ZREUhGq#y@d-uwhspR{aAvyqCtBsNPo;;*5XxB
zI+eceU<&xNZIH`B)S!}N7kMwKhpc+^8+PDD>=qQF=XQrYSjip2!+hFJ6%j@N^5*qL
z;Q>YFc7_EoUSJcLN#72qD`)^11YNaoM@PN7!1uI+q_0oMRMn)BWK)Sds#H%X3Pi0b
zbpJ&88lL|7^W2v_B|RJlltceS+g$cMl%~zK?(c=+FIEZEiG?*JtQEi?-jf-o5&uQ<
znR4|`x16q@6>qWpFwW-w!76S(?V8l}qQW5YfoA@V@G9XUrfSO6(&2X0UtGvTpWD`b
zzHBQ`ey2k|^e-P2fv}&ZY`pE(13r)Hq<qchgf8CWb9-8BXYse1N*y?O-eSyXO^?A+
z09^h^e`@X4yy_-uCm7ITjsSLm^8DWYe!WVDhXV8I?L`WBsRNyf3w2;9^l__1XChTp
z2m_NGC6+MorkR(P3gX+yfThfWzCii>&}%h0xfZnR_~a?pjPuofnw1GTk(7vW5rLQQ
zr+YI||81x1ZU9z!5-}KXUf!9%`?Pbg!^pZqHGSv@GL6Zqc3n0!``PvnJnU&mK=(W_
z2!G(6S>vA1X`ur!mwd|_q*7)Pn~-eKLe}kzx^jmIes5y!MdV$o<D4&(PvOQ`NQ&&;
zE8D-meQl_6$K#HFS8ZPbpQa1U0Buud7xY;Lei$NKDx)UT;n1cx|4SLMuF>t=EV~>v
zfBwWyz4fdqVg4-@c$}Dl)jrl1v@jvM@@K2%6dvj56Aabp<yP^Zt?Ger(_t<U^8+2=
zfgm1I;F+(TAi{|tBVA(Pr8n>x=w<_<i2L2d)0x(6PGGUv^mL$k*z05&q&iM-@-7Av
zklOukb<`IWC*q>_#nA$>`GqaoSs~fH72`=zqQkxu!&|})m47ARR~LuEKR^HI<3jx7
z4=Qh)5n(VE$7O7+v4g0nC|o31jn&O<V%7?AZE@6MNwYAvw8zxyO-j8IP{RxiD1lx&
zeG%bpkvYmcM~srzdd=$sH6Mu8`78MS@IFy(jc0f&zqBd*BVRm}agS%mMgG8<lU=vU
zIPQO@JoeK7h$Xf_%g0R^Ze(rpeV&@&uNKv-kOyY8(1#`-U8VW`Wqqz@I!WTUNjhn?
zUiJWOHa9>AM73jrwhoUs*?eMAvFYYtlQz@4e#fi=KuhmUbSx$G?M{rzHz2krhyROa
z(64j~dcf9=^X<N0x9g_C+u;94*IR}~75!_&h#(yT($d`_C7nv6fPi#^<bZT{x0JvD
zDxpXtE!_;=-6=gtNjwWZ|MQ%4z3+4F55pH`_F8-GU*7lq+v2mEeGf)JVOq!~7Zw)Q
zZb7{`01aj<+Ybs!w0b~?BX+S&;k7qX<6vlM&(X%#dOiAfV>Wj|C|W%%8taj%40kN0
zD@kam1?Q_j{fx`JOQx`IwU8;#b<d+SSE~kk9GCm7VTb&}7io#=$|i8;!5RvlK&MeZ
zaL2ralNJJL)^V<*Z57|Jz+P2LvpCq*ye#MhK0HCUs(3TkMSaZRev7qi9DZ>$PY9Ca
z2KHgvVDLrvxUi#d*YBrdXJwM7O<m}@O?@Cz&w_prc`Y~K*Xx~bOi--_klQ%esTW*q
zv>^$dU)qqsAao9#o&GAaY8GxTKz`veuBJ>M+Su6n<%!{r5&SO`sI@4kIR7<uc(03(
zI)9r5=s?+iw{^u%4X*o4M?sX=%NJ{L1tKsohi?z@Xe?j(Gwh!4a(8>)ocnzq2gKUW
zsgp=nt)zD9c)aM0rjUfkb<fS8vt|7dq~==kfqk2QVM3{d3tO6dHAJNiN8~3A+#-{)
z+BOYlew3W2zJ!Jbs9w5i>^4l#Zqd%NW7=gud;lfVPem+Ah;X}5jm1%m1O+>Fg8Y3G
zm%?q6tUT)lo|;`Awbx@%;C=}XCW5B>%EdcT5BRvIxtK-BHOAdm<9mw|A(h5v2K9M6
zg`x7CI4+wL@}22^*6x~RUp{EIf0ZHDc7KY=Z={rxWGyVSk2_!!#iS~-<)H^=b6=~*
z##zlgNGC3~ZIGy>^f?{*RoWbzp$y7I!7~$!0}S2bJzD1=k}CVVfw}rcRvw|l&8K;s
z0WF7sDxgzoVK-ft3&t}1*{j4!1mwu6!U6sbz_!}DAK(BQn*_#(i$9qi;R6C0h+NTc
zDFIF79&u7*zwoXf-U(WcTWnv^4EhM)%h0?W<w9ikh+~yod!3vYP{_qg^z~)~pBR*t
zJwv*zNgJ747_4&vFmL39|32VZSn_}XpLG7d<;FBZp$|u9EFM1`a_Ju-@5A_Ap=%)D
z#P>%_M(ApGeU6pp#<$<V$kdQDYFxDpTs4EYzAn+6m>Ho*%jt&tNG5K*MdV!Z<D7zh
z$u>K~52b}xbMS6*^S%*o%G#$W@^t9~$=TFSuOhI(cA+JSU*&|Wu<?YRDX}o9X2lCL
z6lxT;z6;wnYiYbx&C^1{nI1RgZ@=a81$~N3pq%8|h}?+$;a}F~>%~pgjv!oi4VuQ)
zKRO2<Q8xp6MnW7hci=yI#7xMRjp3i!02B(Vsd~^CVgmgHO5L;<Vm4gaPF#eUU*9}_
z7xB=QCsaNK(*oUe7dWPdSObXjuMn08bHOav`TptoQB`W7WN&*k`DKje0sOn+#Z>cc
za(9BjN0XzNgqk?<TjFOJh|LAkeL%n#7Xs&sc0C(T(W6WG;!hrWEpZhMiUg@cx~v$)
zhsM9?3He>M^YMIVrG9brYa)-^D?jHblx1!-GY2dQo{J?-O4L#1-BLp&&9BOlyA*B4
z-_myYF_Ip@{Q$Xgs?;#M-uyL!_LAC_D$W60T{G+_A^XtN=e4%xJhX7rd@W@Ck@vH%
z^-=G>jZYfpt0ilkPinaBW%<-DeClYq#s~^j%d?=N?MTa!<0552F>oYUQ$w#I&iSNI
z|8Vp3UFqd7WmR0c=kiq|H?2XJB2Dr>>i1dCzq0$PfR=}c(9s{jYkD&-eak3*iKYYC
zEMN3wLA_WAPznp`3Mp^4Ul?BYX~CqXT7yv3msg`W`H@cs&CoVeC$~pzMO_EVswrA0
zX;UPgCd1tGqx}xPJZB|7wr@ZcAiLeTH=&gPz6ky+EqSoN<Jlu5GB^Z@|F&EFw%l%x
z|KX;?yB`Si*qZXhSc@NU*$R^M<<O(9o3Js!!S1G-t8r-lwb7C&@Wa4g6oj=HOXG6=
zb8KAEJ$AER^L<irux2o*0x1azh5>zSWQv0+=RtNCe4PgjY%vP^<D}VBxe0ng3BF1-
zEB}3$^Wnw={;NaxMz2;-%BsTS;>^ao8hiZ*IgbJLwO`F|9a3*Mq#H&}|906Rbezo{
zoO#;M1)9Ac%3Hy&@(I5cTe7LjUs!q2UBH|#=i5XmYqRP~FE=hQJ0Kx)M{idG+6~&D
z4Sr!16w#KZrX0*2LWkEG`-Gy3Y>r8PHvipuqt{G-(bD*PQWx2!vX$Fnzg`(M+x<Nv
zkfPesQY|@C9(O~@WA=)?fI;4a{_AjE>^rw(3HZ0%pOqJy=DDmo-4tHm&0MyJ1EdR?
zd*j6x1)X|?A%Hw}3yg4_KrC}SU#0u8i5S)=@vdvgA&H=)(KA*Sl4n-9^p{{Bb+hh}
zZ(Tvt&D9v`Kp&@Pmmb|H!#)l%SB_S;2-EyeE%A>$=v$vMDoctT532K!OX?lb$?UjM
z?@SE{4yODHJgk?j^S*~vw~2af<({7v&QYEel@+u5nHa$48sh2~F67sAbVqeYn4+tF
zt~LwAPp59EAB1?V=ZT-HY+w58oQzUlWJKHX?)_{J!x_4Iy3Ts<efCcNYq83Z-LD0R
zBQfykV#lq)tX{<OD963&a&q9Rvz&Sm_-u?+1y_);NvMTxPRDwIwtU5c)Z{f#r9;>s
z%wG1eOd-1ex_=ijhW{4H&!H>j|N4!#|N4!XqczGqVqE*U8nUbxF{HASfSj)BLA>gA
zvvBB}x^n(iy<io+ZB)z2!{T+5-CXsN+dL%fYX)t*2%mG`2&JmUV6AyS;VK=$odckO
zSt+__uWCKPI!=fepi;l2&%GZarRKgfnn$0@UV}M{{q%ViU6pL_$mbWIx%yWWrB*bH
z-sG|eq0#3Sze?13INtSY;ALdGaT|dhTA~_Efph_^^=Z|{R;zbxsj1<Du94QiD7Dk!
z0nLzqJDM_yX0iaS&h^no%6tSq<H3(91DfDP*Eu^uuTq`L(B!fg<Pan)@!6NY^uMoQ
zTj%eEs=H>54d}tJq2BT=vu|rb-wb_zLWY$$qlKWd`3~E@Le)u1F7rcNoJBoJLiz`m
zBm(y2=xceIUg~I75~w~^Sz<n(h+BPY%onxNc1@q*(-tcq0mDaX4oqGlJRtC}C298j
zd&3mPyBQ~h)5-tEJvQW1t>fIu`5+i8r)j>f?kL>fp~TT%{XN}0IFnj9ScEI?`7TpR
z>zg-koO)7TZ)G|U`u^E>Ta93>wi-b^CsXI<jJ|I!e6D<qvzcYln>rkH>8&$56N>^@
zsa)6EZuR!v-_eBw-)p7!ud7w-Y2kEsuPH!v7JENhBsDoXA;i@CV;Vb-=qaxGJ^k*R
zI<zh9sq6GZ91(=H7rubQ`66RLcD2=;V^Yy@D(Ld`td|>nkYlAa)uX_7_LEZea5mv4
za!cVg{xuQ_|Ewm>E5R62TSW6=_rmFTYUv&t3FVje*bu0h(cPCM6`CVKDZ+MuIkI^;
z6n@i+LV5kW)GsT+TV2epE9i3Gj(92%1rAB+jhYX-Y)s=W0jpbMOL|cU*7_{pp-;C(
zH)rHuH1@gZZ7Cw&Kvzd$dB1?eA~}~IjJtbUs=aa$@b|H4ByPa$y~h>Qf+2BYS61rF
zle!MFh|2<r^CUQ%&Naq*7!)u7Z{&2kUqDx_oJd++r4q#k1#D|1t%=#;fkS{?&ENbd
zrsUmE^kuY%>kRqIRqJ(IP({MnXCrKMT82J+brv|xfi8~jT_l!iZK@*2NQnuwFG%GN
zz>}$)<0?V^d+$W|_s(sqNBj2&<G>GA@^1QxU#^QEHWrW0{f%c&@ABJ}&D=N)`@sUK
z{^i_h9vLy3POX8+6863m6BE_g{?37~X$*gQ{$MA9=8&7+0NfCd4w9LK(>$b`1n`oS
z<6%(IxtC6sU2&8{P1MVu<}(y>kk5X+&}GYPsdExXHlnb*e4NX4K8a^#Jn~7_O0g#g
zX)yT@v$kw(wP{y$@6WGhZ;j9}(c#*Po9~67A(xU>1BYV_FOqq_s$3Y3Gdyx&2qF6k
zoBd%k;@X=?A5$XFfWEvNQGHD+`f-4<sA!QyT&|#;`T5xb+EFA6gRHTbK@(e25#0Pf
zesTJ@opsqo!|X>n?R8JbW8jSuZ>575m##MjP|Z~f<FRFm{tUV`RRXkxI&9E{eIK03
z%U;Ip@S_jvD%5>gb0Kr)B8MPl`FEB5(OzzU(tpeUu2!KG6JwjT-L=IA-LwEFg(J2S
z^AA5Bc75<8q*acNo&ZW)?OrIKat1$pvLxMSZ)<KDQp<;GYC4Oim?<ewrDmT4vLNv{
z?aZ+LR8C6)rX1m4nttaEOId)oyocGj!s&Y)#Y9lRsOGO{G8o3O^|b&h<=cu(wEWf?
zxRy3UznkB=Jh#K(+5NkW&dXc=Bu5!i@=&#(F1C3<QtEcU6}cBlt)V|l$&|-c>mYMz
z98p8w9LgSg(#sjiL^?amp$5HKd-Gj8q5lmhgk9uvJ;}t9*P;O<jrCmdFQew%nSKmW
zj301d^KGd*#RvN)fpWnlNq8t#3V{*CMuYpnstc<_2n9XSl6K09oAVgF`~R+KWwxU@
zS&Zu6`(Ix-8vsa8Qt$2@Jgcspnl_RUR;h|r=>OD`^eSu-SQrhnG5Kvk16v&4Z7}eF
zBpIPI{8Egv35W>@cRm?a<TPJ6;m{emC!CGedpG9W*w_FihXgr0v20<tgUm;HcU$6j
zt$t68vhyEjZ~Wg!C9J)?UsoyMaws)BU0kU)@Sd>#YXe@sRceieQdFh<NT7#nJW33u
z$9e+fqwt15(zVOi3lJ1ZH3OXiT$&*rr}M|R+b_i12*A*>!K*}P2kKwysV1_2dwIvZ
zjf3|=+kY;P@)q4ni|@aVUNcR&T7>~pwQ#;lgs?S(5meMLQ+;=Y|2VBP<}8Y{Dcpij
zBk^gP<u%Fj6__`RuF(u)v6l1wxtiR9Sk|E&8ZDF<R-=CIwmFC9r}|9Fg)tx{8RsDB
zcIKF|V=VDcD7XvS4O#upW>m`;Q>65homg24)3nZi8Ya3sX85x3_><^+K!z%_;%sHz
z{O`?JW>>SqXw-StRPCaeJp08eBgN*F8i3Afl>4XpySjJQkl=g!6^BiKc=CUONoi3W
z^;STl0`Uou&Iq`8`EY12KU^}5kv*2MrHtQh_8RE9f1%^xV2g~tDx!4ip+?xVVr$T~
zuM4^7c+;`tXMA+-MG$WKadcu@m*?}2(XW?2HAe!ZtUcyfY}a7m8wLAJkrwCROQt<F
zLSNd<)Ug>RQVFs5+iIJr)6I#G?2?bf6GS0a-Nbea^)4X$7Yh((ik1{i%?u%a-%aT!
zB30e_<p;C+yrDL$R*A@ABiyW)nis>?d+1FDwdg?I=(Xgvx(wCITNyi(h;R~!Z^~rL
zbbBb4@UQQc+SB20t}i~9HlFl>l7l{a#}BG~VxZBI8an=&CTj(x9Y2U4C`>0U{`3lq
zgrxO`$k;ro>$pFCG|jlBP~dg`b4jeQ9bJ8pFZw8+#87Oz7_G;&GXW{*AXMSHryM`n
zZ;3}_4*1?i)p*=RwjZ^-_*1y8;h-Kv3H6}~5){po?qGhoHE6%hU%L;MB|JsghQEv`
zWQa~vpv)gj5G?=1{jxLHaBLPxe^8a2Ail61%#^RJG8+EM41yfRiamB)Ivem;&*hBR
z&k7j6&qWFK`|9t@pE1d1D)EN>J-BCcB!kT4{C!-J`d;G+BkXjtfj}f!k2Gv7KV%{M
zB0fRU$Y~{%%wBN6YV6A-&@i$55Z1engIL7-DR!r0FH-~71BH%`kEx0mb7*oZ)q<Bp
zh-e9${Nw?RGYW(q>F&j@IO4=yJ$FQqu}k~Aymbe^Kf0I1GJy}Ik3)Fsa2t*jm$UA>
zei8l03ja3>bjKiQLo8Jxui4w_mQPj{WgzHMVZgBXRrnb49B6Xnl->{RvwhGq{H*o>
zWRwz!)n?D8s~C(ZYI{n-0II+M$h6?jmn0?_Bf?y5M%xETZO*jR6P?-_|6ps%QzmvU
zF{Nc0y5hG#c%Gvs38h(nhbnHin}P7}b!w5RUX}$oh3^DdYYBwN=KJ^B!C_)^#eLRq
ziyU;O@!;U3SGsq2ssjuhl|0F`0VKeD^RqhKBL@Pi{>-99@$fc?3J>5|H>|}9@A)}{
za?1&QTW$R-DrF4Y+Fs4zmPV!Uqr6IY2rh22c%W>;$>EssUJBWJYS&Ja&A)rGS#(tI
z@!t_K*o$$*xvto^*V_-R$8G?};x2zBXzhdi!_5fVn5mktsA}EkkB%&=tr!(sMB2oB
zuF?{@z>7&L<!f7Jz8>-j-r_!JWxDt0u$fZ+{S&)QBZDU9zvT5If9r*MzJX9z*kipb
zP&^tnFyu1r!c;hE-$Jr=Af+yA?y<x1zT`w*vW!H#SBO%Zj)l=~^{wN43K8U@d>%!<
z2u?)iuX_f*^V-|+K#!(3W-P{6r#r3~M@~<?4Q5j3b1=~Ow5!7YQfc<--8=7H?td<H
zyMTdG%<QRkmC<VkH#9yajV52UW<j4(|4TG{hTwO-u3YyNx&(|g@v~{um=3NMEhFk&
zjF>MuM$nrLp{FlL7u_l<D)6YAL3B>SXT*a72ej*gD}XCD)*=eO9m~EQCq(DKB8hQ9
zxw`g(WoR*u-xZZMu{cT9X2^A<q8(BJy^0Vtf=%Amo~$hzfh!d1=%CenzKnati7j+x
zl8zs^$Z*UZbx|`C>+EI;j`Ut^=dMTk;a@e^qwhtPWPPa(L_tvYpDUnE$7rogvhuJt
z;@PiQvU{*n<)KDh<f4Z<K-ptiXk<SFo#HR@xhLO=k>h4==MXm`N7%{hxTy~4Yi9Np
z=;)h}la=?NqFEx8#T7>BD|iB?xc8)3VsFkAC+@mO+`+T&p0S4$-5B1U5YYxa)+6Qn
zsK-}ixZg(UdqF*LQuOuf<4f?QIq@csD!5v2%PCUWM2?g(AX|~Qk{S^~tD~eD@+-YT
zMdD*v-uX8m`P|a8J+&T8&JSTqvwRz{OWprcJ@`BUqiRa**|wBza%8&Oy{AYkZTt1V
zJcSy@cd}`>E9I%e_iGam0CT0O+A>wpoD^yExCtSy{7Hi~J60MI5z$(!N^)SJhg{G|
z%#W&Q_PJ(&9wrfrdcKdq2P9pn02PNq0Rv<a*wZdRpC|a>G2_|r$%LRDi#;PXmxJ6M
zR$A$|Z>wz9zWgn*!dj;|ZF_*km4}<-X3g^6;E$g5{izenw?a33Iwox!>OkZ4=lswi
z7^@yvy{L!e-VH}xOEr4_#|7VihEz(pEI~J>^b|fixkwoAnN=9QaofQykO!ROxgSCE
zs4iA2>}4qsqyHi*VZBAL`7|6X@zux5^bpX(1K3t;f}e5kr&;lTC!O}YyV>CFsOqBf
zct1BLsP~aN%?}g>^L&;?xrDDOHDiRef?DoTlRYHI`>g_@?rBUdonm*_a8$rhxn9tS
z>$;Zl0BCTV$-$d&U<0a=|KA%vetM|yyKl~-@8$s{JrYWHD1sg1zG(<@adJ;kdhKyL
zzt#~KemBkp?i(x3GRCs741O;QVDz%l=TWWis<kQS?%rfE*~aIX7p>Po2T4l)?S`(u
zc5LmhvReVtUwFl<j@Ce=$X$|W+3?k?l}0&TVz&}N@iB94db9pMcl+j^vG18>BsPwC
z1!yEd#)ZW%xVZQTlu7BMD5E|r+Xr!UjI%g({r~#GV_hmvBdCAmTKCjUYNTvz;CxpM
znPoK9F>yeL9AdktYDBmFDon9NuqesAp?mrXmg=_Cqah*vI116|VT=1L(CPU2zTiji
zR3&u+WR>9HByrP6R5-1K5Jk>fm_gZ7;>(aG2%=2?t;2#omY$asQowam>nzkNqWc1Z
z29!lUeZ`hOQmPvjSafesi7J*dTAV@r@yTdWX6I{3Np(g@sue%m+D2uk8Q->)QZbF?
zUr5Rc#_{g|GRV!yCy1K?A+~uPM?Vl8Ot^Sn#^Q>*lGUMQK5TwGMBX2de1=b_x`LZ#
zSnHUZqb$`OPO_hG+g_2Am>6v72l7|Dx)q_UXPt5-G)OwVi>iWWYr}!@#DYAMRP<P&
znQ4KJzZ^pU(>AVC`=+0>873jRGB&_$1Qxbw1m*UqiyyZ5swbF05##3b@qTfOx6d#-
zM?&g9RYPVieFEyxSEEei(8F39E0N#Hwu*e~V<dZUv_FLOmM{pU*Xd)e9V7!D|8Ix$
zA^3iMID*RvI_7BnrmWhnTf;z}WDa#tl}-mULS5+_IVi7G45*>PcvS{(a}kRn_LkC`
zVuX8>n4HvlpCGnM4~R|L#t3rXMysusP?;&d@qbR0VhHr?HliQF;2ty&H)(2^vso<u
zXnl-n&jXf#G$G_sX2|r#l%6xz687Ez%YnSNB=N@D;6_J_l6LrPhdZMy{S@nd_<}aJ
zzsJmDrTI^EIaa8!?t2SeCE|DMJ>wC1N&2?obW{;Xc#rE<OKcF`b6~<?8$?2De_3RP
z;aWrgoeF_`{es<bOj+PTRZjIc#LCZqZs$FJ6%$xk%@XjB*tW39<PyLhdDEX<pKSCi
zbGLujE|>BKV^W(6Yv!H$Ewg<XT6-h5?IY2ok<!5Htv!oGB3BceY=Q?}h^`MKO=t(x
zL5Hz}+AX?iGM$gA1mK9Zemw*T(DlqH|Crb1V8)_`$Zp|hVq(i+zk5Lz&FT-yxB{+9
zgMy#sQB&jjP~S)JAXxu#mKf|gEA_6MR<uX!l&-yPzPmZx99<oJauZb8MqfErl=k>t
zlc(6tsrttae7Ooij3u6qpIhVkfaN}pn9Cz823eKa{Z#x)iMVTh#v)3U-#VQ&Pdu3B
zNU`^k{>yDPS+BngyAgvxE!h9u8x1!9Bs2qVY8=8AvX`8mXawz|($}x)ru;pG=F3e{
z3MX`??Dv13FFt%iX6a6f$!CM^EcYg(Vkv%q-rgys)vE&=k+P33tg0m}NQmIkQ;D53
zxtgl8%dKohj*;d2<jMc#zE3P2hTCJwZ&n<Mf}gp24mINNNhp1-Tk{Jeb%iA@5CW=2
zZt6by#ea>$p3dxj{O6E16~FvhvhsH&`KndLZgSGD8N@eylw$c`xR|6XGYR^GD`3W%
zBcpoZUv;bgxo0o1hW~cXpmws*fk@5O9HsyJlWdg49%gY6yL75W1&mR?&|iGs?!TI<
zHZ*=K|I=Z}ngr;R!74w!30;CbxB?Y$W7|QsGwyD3X+lMlm|@;UM3cXGoS*+IxM@Tt
zokDEjPwTE`e_Mqsf@7Y=8D-o#kRi=qqrApAR(lsE?nV0#*CnShnmzkJcE3dz0VDdU
za0>Au5SyFfu#M^K>jRnI&A7U%`3P%~jH=KE!72<F$C;?f%+I>+UwKP!aP@Cb@IQsr
z|9q}5`~^^M-i$X%{*SHr?}$b3U)_(x^4R4kvceRi%#WMpARGlPztXz@PGbCPS~zU~
zVUCPxKOE$h%R1TF*;)B*nKY4W=-1e1p%v=FzD3#xJ;E{>c&zIV1oHC=b9u`gxeZZU
z=~3V5!$@cAljq^BZ<;PV92Qsa;u=E%TqWWkTtyl4wNz^FqH_i1Jcw#ihhs5i-JjSV
zw{#6x(A@#G%M!PsIGVa((0zM>h)NJ4){scLH#xxJ3-R(Jm`gs<Xgr&>nW>Gx7y@EK
z%>2JUU458@Ke(Cs7P=tLs0xK`ijDL$^UL?9*Gyw>|Guw2^nCu;SzZHO6`{8X+k>Iw
z{z|@kC^y&eA)-svt!lfu>GZb*7P|YOYQJ}LzBDv~+N)t{<1lVfutP%`XZ}J&4VUc0
zk~e%HOW4g9`1_=C)k#ZZ*U<g`a=W|Rn@W4S^2lYSPnJ3C!n_7RW=AoVLwRppC$n%J
ziUV^q(uA>!i=|TdUKo2(Ub022)w0lAF1Dq&)$D;}T#fEu$@?Y2**l{Ea4#p5_tIp-
z_Vcx?0zJTKHlP1I%sm<c0#lKZk*nD<Wy+D&C{N$x_65b;dAvGy-Wn9WSPnu)B~cJu
z1*N4Y$xv$Zivx+d?Ay}<*#pL|u!7SEQY*<FIS^}6%4u}V=9{z6jC-IWeZN|P=1b+B
zcF^`50u^y7pL}9$#s0=lBkt0m`%-G|zY=FI-|@bsRRB=6@CD<<Zmy=9n>>H-Vir9!
z;dafs1%=arxl3?=&R=UMgJGQ_h*x)D0T{heE4akbo=W67)aBuzD%k<D#;hi4M=MaP
z;@BJ#-LyG+D>(rwm4rduYwz!sY1K}E6lXN6n#Refr&!rd%mw<Q%ar~d`0lcGaq#h`
z`0YNZd`@Sg=mW{MMvtgIL<16V$OCBpk-%jOuMfWBl@K&;+Jj+piM8H({=;WP%@>`(
zj5-vw0Y-RjxL{?ZOwSAaR0N~VCMLY(Xi^-JBZT?~5%+^dO^sb2T0WHYe$umgembU_
zanjk<vn=BEfoR_wi{r){-?(e_TrW|)rV5G!)ZtpIFVIgW9NY$Xci-jPYMd{a#(_Y7
zaPXa8Qx$Bkw)({KzUBN9_V;~c$WIi1<%uy56v7&pN2#8Xt4TX_onjGkoEO(Dn%M4x
zbj&F;?)d)j{UG<dK9<G%^LWatpn!vtb{p-8DYLl3%A+k9%__tLNKFwHH-RbDYhJvL
z%Pm#`Ch=T?syHhwKyO(C^Ge1=LYn)8$k6-ofNbD(JC68!3%<y*U?|S?R;=(rOXJ{*
z8`P9B(-E=m`Vl7aFjH4Fw5ke5HnF65pQgFW|HD}+8u&6BXaE5%_XchOJLz!HYfU>}
z04Iu(B+fkX>ZG63Z!61<^c*o_IQAQ3*84<tEXk8yO?`5A=rRjtb5IP(9`)Xs`<{-x
zkh42Z6b0pk=r1EAp%pp`(K}qGnLL;y{q?3-523w~PEsun#X8W>T<_APJ=nYO4JT3$
z!+yHQ1Eg^8IcBkftEjyjzT{%wwfZ^b7kHjxMl|Ukt*1(|#`FX?N4U4wzb8Y*{hBJ3
z+S*2W9NM~$3;wnn*#5N}v`Mevp=>SR<fPsm1^#Kp@%48`b{;0ua}0QiJKKB+I(9Kp
zTiHHmI;V99^}nQ2TXLx`L6&<C7^k>dWIo<dZh^UIcc>w#2AOupA`cqNJ&F&ogYn6f
z=DnhmnQFDqdG8%P#&on>RNA*|YGgS-?euXM%`7(;b8zS*A8WvvIRyPdruLsiMGotk
z3i=TR?)>+&xOwfCBfh>xABN!p827!=a_Y~x5ILhBL`L$yvX|Aw*T)L|jgU9Lo$gP!
z{=Xx1U_xZzl-kZzbj*4%S)37#5?Y3&s0?YQKIr3{(xcT0&T;5qHFrheJNkvaLj_%=
z^3ap)*#+HUtGR7=XhO?lS~>p}JB>K#eV@ff@l^!~<a2GTzf0$EUXg>E-ftEOBx-I>
zd!gTi95Ml*cLb7gHsyXc1WC}#c+RSv9$X2g%vUR_^pVFLFA*xD(`OPSYze#W^#m%<
zNCb3Z=-IY?>)TN{zVzP|dC-vtDj`voWEbfY0t8WHEpbI@L_*ve(j{(rCl>?#8-L{P
z&znNqKe&I##-67_#kT}{Exe-@ppf%9f>HIElnD-AR}6xEL8en524`a#Xz2Yp0lj8U
zhh90oT1NHJ?x${<#l+Vj%y5WrG@Eg6A`V>SnpX~gA{IjTEmRv1{R?NJa%_jm{XAu<
zY8Q&g!($+Atz~I18S;rSNv4*iQ<)~M_0nWI+Ir%fCU|GKlaS~2cr6DB)^Oj4aH`o$
zFJA$*N+&RGIgV1?;8W?#2MEpI)n2-rd&-MbcDxtCs;$Hpzjn-AU#njQ#CaJKF@5}|
zKN2VIXcPb;;;lAapWLxF^=2A=A73<7|MP!8_SG`Ay2*m4_X6qAL|&%-iq8lmDT>>@
zYrgx_yed9a{bFR^jBam>sc-D_9`A|#$=RI49NxvjLWAN8oljguz#WWtXc@I*Y8VvW
z313IFGks(1vS<sZ`St`)FPxhQ|5<LFpyi71&DE>4g!OgWdQ;s?-CXb1pP*Q$Vu?nQ
zsk&yr(pYkhUYFtcHc5z6LU?i3J0e&mVKX)<<Ov9MT?-XfuoVw3m*>}#OBvHqAM(RT
z)}ImK)1T<DJ9`ZBgy8Zp3<af@kafZ{Ig~A#Lc1NPF<0kKfwf~&`TN#sXI>q)y<K7J
zBMUx9HGKo3UppquH9MNY(eLAmEea#ORw{kO!a3oJwO6}Eza|2(l$hl&aZgHXOk9zP
zN9n5g`t^mrUXQ*oN3pmUQhr@Qd?a!sSv_l93iD)_xRZ2dfb6pCgd+lL<7iIaevuDU
znCpHvr6t)fHR+3NkwMObLAkE~u0Jq#Sj(BgqV;FYZiG)92o$JqC`vD?BQ|urC<J^S
zju$9_z=q*YmZJaYXZE9^?kuL2Zih@#g9G50%QF5&S_>UiozCe>8}Jj8Qku1fIjV&t
z$-L*;53NJvNXLynwn36cG>juk8uLlWRmKoaf1gw|-JH#h5%g;j`mcaTMbPPcy++wz
z{f3-JDve<mBgO3a^Ek^R5zfyu+j@uRvuWI>YGfE&{r<nJgNXX-U4HGEkn!8L486b=
z?mIGX%?y8<cv?MYFYVj;L~Hs7-rC3;{y9=n&-a9k$c<T^yI;4LinL1EzFEG?16DqL
z?^waI#q(NQ5I?KBy)m$G29Fg(cSE~#+2h(<>XskE&UkqdGuGPw^WNH1{<HRfroRxE
zXoS8_*BLz6_zm>q`y(4u4Sj_I`sH~^?9`r5@qpRp1w4&k&4<12Zq6;AW`iDO2$e^m
z5+YeR1y0+Cln7^zs6Fk`v`szPkS#Q;pw3#{+h0t#<)u=Ari`1soJ-i-Z`9RIiyjQ2
ziroFE)yxs%cbKi(0UCgeIubsQj#^c6-=dK#pmuz3rq^*F+*szP{0L!+-=shF?s1IM
zI$)c5N5V_tI&GYr#oS>jR)3W*u^GcZM<tSdv?lPaIQ2gI-LwB2NIAMyDy<omc6hbo
ze93)>5KZ!y0ENur8lO0Y2y399V^^>5yr-u5#%^)s+P{xF)mmg?NN^3a0>O#b0%o=S
zo4=}2^5h=9Vf1n=&{j_V$dwkt!w;ntu+OYi@(r2hA1tSgiYORPctO$2^LopJ`LkVf
zHyF2<g?z%H*XUk;y`~~Ev~zJq`?6u@3EP1?@PH9_%t3HafG}OuR9K?oU^V%4x+F6w
z=h%}_sQiApgYYP27@jNX)p&NWpi2(F5H1022xj&CGXCH=HSBZ&d06A1_^in4X!MZ4
z<l5BNvcK?&J+XhQJujE%)?*H^arb+C!r^R=@T9|5;Bgt67-ir<x<Imi?=w!}Yl-j%
z8utk5E9XI>F!u$_-cMhso`1^Xnoe8rAk)A&Cmz25?M{5GEb3P$JU}r*1m~j(Rr&Ce
zLOQ5Z_;G}qdoWA#OHCrQ^ph)_w4Z!J*iw$$Vm<@9OZaI|i9AQLx4BOa{UfuY5~Nd8
zy4%5Y-_H+)@%grKHj2`j^2a}MEYZr#-LmCwNlODk$BAo6l&5t1ZE8*ENi($5u}38P
zMrXA4@XZ0&06D+w**^D0kQ*7fRsMthW|)(ndmbaK$abweZN4iz6mg7wi(uN8EAYP6
zc9T&-ebjd*BvX+DkH``S9>@<1Au>qwcZ(?;Fbm5hvW&xZ0<RLWP6w|w!I*6E$2wE-
zjHHjpuzP9s#>PySKupt<PU?OY9gkKw$x{O4<Y{-YfqL0D^7!7#PluKK{99iY<kSPQ
z4BtBf#?Gw*Nxz?%ai+%49Sdv1W{3V5qlr>hOs^$dy#ljMH%N6>2e<@_9!e!ydDJjs
zIW?4Dr`Wf^lNg^QSnnf0-Hbk?9qfX49$oM$cy|4NmRMT9%VNN4RHiiEA}_(eVf;Q^
zXQvA*)2eyz6DkTyG?0|%;u%t#1AQ_Tx)i!@UTy}lYnh9V>T6pOoG%|@0?cyKCS3jF
z<)U}3=L2}&?``?vtQgnH<uFjNxyqa>d1^HEnT2l&JuOGML`+uO_jU|vsyxY4)e~mR
z!gV&U#b7Ub@`V`|8}weUG9)P#97v5bck_)Orw^ndMy8xNfs=T#y$A6kt8|0Jl%)Jn
zPGIy`>N6c?z(R7;{-p`rhO+X%LMtDveBVz+PUQuiJC6dcW%a{}6*c9YM7l78N@#S+
z`CB|D+)lXnZCO)GV~5=)Ncg(q1URl;0;>34Hc7_b7@;-3F@vQjw&;ZH0yqqFd?E>d
zh7hzs@-}?9uN!k{G{<D*rLYEL;bXb}4w48QOOZgl3}L3ut)Lq>f;)=RPy4`QFbare
zXs?KN8rq7ZT+}yjr08CZ(N`0<6Hs}e2Ol;1tU&K$^ZyZ@kJ`I@x(CPxTP^2Fz@*8B
zc#GLE$Vf6#yz^_&+Fw+u>FZ}TX&X2>XGRZ3VPn~ut#(A@N<8O>T9RLUisESVzeuUf
zd1C1Ki2x6|C&#4XsNB*!!^UCzYb9&;XVbf@-@odD=@_lH>svCYr9+oj@MFI8A%z`h
ztFAdDWfhaY#SrPDB-Ky1@wTW9KDDc0XJaoDcDyq2=w+|ldMJ$!G+PT$W>XDeUX7%p
z1H1vfY)wmOHT@^L6#c=ID~J5zO$q7RW}2Kyf;<W9$BpH=miN&WY5(8oia#Z^;mjk#
z*QilU%6*Z|7RllZH==V>qm?7J{G-MVF_Ns!x9ADT?rS&w7_+r<Jvy)kU4yZES>%X(
z6IKL?;=)2)aw(E!N^b2v#E><`p7LzSn($%c7@J9_ns+c1sGm_8%!zddZLQJlbIs5t
z!0J+JYbBgy_x!ue`K?5w>>?i>=l%9xR#bNV-i6U=;G+iCG3yt0qhuugE-8eFu>ZAo
z42|&P9(-viS{pBR{B&y5NFOM)++SUP*YJ@A+FOdeClDU9<q^k=M8_EgCbmL|MLAu}
zi#{q<KLF~BQm@}8jRdZj=ia>I*Rs=v3cdHT==cy|oR+{PncFJYAklQebMu)`x7@^a
z&#=lWVNZ(nrv~CD^r5LSP+IP7so+*QUiO%ScgF_DDJCj~m3z`uttHo?%h}XPcym>t
znpl%s<C?mKn)r$><MtpCcGZD^s>XH(ufB_Ber;l>*-W<qsL$pWwJgMXeQ?;9#uk#f
zs#9wbiL#dpaqDfryB)ea_q%n-k7#T7^7vZT1A`#<ADC8Z!;K^vtnH@B;=8sShKD(q
z40&WpOD<9^!?hIR2t~)N+{9{jv`XB%bZStDT|eW}4;kISQB;Lzu5#S1@XpO?aKn2y
z9pUu9B+M(n09W%62MHoB;Y{9Q8$TBA4h>LWB}g|a=7-jZ`hn>Y9^;!~hQq9-jd;6{
zWL|s_LM4QRRh;-*HSJl=9ALU~vO~8XW~o=dvba&nWR83nHzjzN7ysk4`=Z`c!+TUh
zGZ;eQST<y4p7d3FRB8Y0PQ7UluJ*D18iQ_F?d{Ls;`Bb{1|9{-#9AF#zX5RX$x8D*
z?|e%lz48+g;rQPNN~jUDPz>2T-M6;l5I^vVVdb&mLN;<d#O1}pIRc|Ls%@rJ9L0=F
zBpKvMhu=&zB}BdBd5%xVDObtaEvF#=aolRI-o?h*06b3TJpuGJObY^jOjBr=C|dqV
z_m<>I#TF-AK~A0#x+N-mibs;YmA@9!8Pipwdl8_BKoa~t*;OSeJ;m8l%Fy+hmD{6+
zRKi}kq^p&A3YWcSlp<A;`<eR&Wi;FYQ%4vJI&>4qQAha3;l>1rc#P%AJ}0W*9($4@
z7S|wQ(Lv#N4I!kF^+RI|h#O<!7GkZeCHgc)kr<rfNuO_Ug<mcijewVLK4bXsF5q-S
zk;Cm|y*D^i7|g6dzsVdbHNS5;zz#j!wkF-xgIXf2VWg~c*pNe;Ncry;bwRd$G|FeD
z6=c1_hLK4lkKWBLky^9iTV6iXJV`UJ`jOCB<-po?XFwNwBe(KwbA#J`!DUL`5G%%X
zZVis+PD(~MRBfK?g0CVHw=v_@4-22EA)}%UE0XHIe71@88>NAF+Pw*qjWhacLzg+}
z>Dwqv@U*?;97N-`IvIwOGsMY6?>?)M@~O(_geD*=PTlouU~*R!mHIf7Ky}$PYJ;(L
z5C*Z|E2-sA=@5=&D8`x+E4^G&IjIv-q5mk^9s5*BSm4#w6S-cSv`Z2&eFfV)l7qiP
zQsXwEgPekAN=RA$zG*l1Y_*c72I1GCb{w<*1}H`i;tq|84c3bwbjp&bwW^fHiJYL0
z)bWbD5Yj6`cs|alv%wIgP7}EW14{R|hhH<?WQfkHG|@qN2EcZ_!Hm7x8L$}-r4C-Z
zFWZ7-i}BPIUu5ZvJbr^W^~JN71}c_*I@7oO?qysuL(7;4W_oR6fA$_4n8!#^f2f*M
zTB6(=G+Og`YxQ9($ZC-8^E?FU#gEdES~;K-FFsQ5*kD4bz4mgc7FaRT{Bp+5Jw32p
z_Wk_V&Ok#z%6j_ydBVLm2;oFW32nSb$y%H^MSG|(>}dAxmG$w%N0`eH$oQ)ld0J$C
z;&M`Z7+Yx4vey=ND^=EGqcut12fGtRBlt+Kt@aXH@*;$pe6e$#M;=D(#w&#f4S#hO
zy2tWxrB+_lcOgc<cH&I?t&Y_Of7a%OPxW!yM+2Oai_$J+DWqOg$31`uo67L(;5ut)
z03ca81Hmq;8qf;lc`jx&Xv0bv=$Nl$5^ZPT^}A3VsHcIhTSTkZ>Gorm78&Q4iRbN}
z35}WD*h7jOo+l!(2K&KB%6_OZy>lUBZlS^1ICABnBaq=Y!><7<YfOc-jv*lkuR|80
z*A%64x*75gs=`Dc%(do4FFSu^V-~uHjW@5_<$m<g-9}(n8gbh!xnvqtK-|oQAS-Bq
zVddiXNYE{;iEO@c4YSr)(yR=6P|1g<bd!>8TkIV>9h(4g#UZoSTeEZD+&QV=Pqfsl
zwk0`7%#8quFU<DRTz4_!%IVTdro<{|vUBq=hAtkJbF`rKdo1!9j4#Aajw1}Y6D=B>
zWSwEbfBGaZaLW!p8MQ@k;d|m>7qrfOSZ3V5=O@%x&<!6s35id;jlb=WRi6{kKTTl^
zwjbf&|6RA<N1y~`dcV+>`y(w@3VtY8AZJ{UACBFleqvV)q2JlJ-r_%?ErAr%SsH4?
zA=%7+jKA4&z^Ej=S<60M*N^JSs$8lqVcQghDjCbDVJNa6^$E~;aG&CSCbW0ACiLm4
z)7}}%AA$_+0z#$*=4VLN_9rW7ohmB+!SC2Sqn}`s1^c>?KeB(5$g5+i_iqh?F`50T
zdEX1V86;R|Hb?x5xn=(Tyh@ri?Sx;wRHp*y%hXF~^mQy(Z_XUwV=^qJno6JiK!|mm
z$DSv^)IyJkyNkWcdnE7v>;WV3FWw)vEfIfY7+xCeIxTfd`i!|BL`&KO*i73K$$H6%
zRgXDg`gbHLv6Fv};wJlEnb3L+s?f>LFOSvC)VeR8hADX>5}DA#KmcN8L&KSiqmE{!
z67L~_?XY;SAtv3$8a*(BEuBxRv)NuW+!Gaie?$aG*9u>9P?PX&mfYsdbqKTrwJ!z4
ztRp$M0SS5DH%*iUnwzw687vyJc(izzVM&zosoo5SCX#pQT#x@8G;qGm;B<>f=-0>j
zQZU_<K$~7<?q<6T;A-sVrIzzs9F0d(Ix_8Z0n>v#*^2I(n|7adea8sw11uEuMf6dy
z$*mk2=4yH67)NxDp9iH<7BNeIdycavw;6Nd-LL1^ihSZt)kG5GD5STiW0_@MElwrV
zm8@mZTO+qk&?TspTp>-<X@&CJ5j$=%`m<b&iAVs(7tC|P{eIsMU@Ap^<aCN&-E%^k
zbUvA96Zy(ypWgP`vVDN?PWA+Ukaw2-@a!88mBbN}b)-X>!B0<lVUfb)K`DV-$y2j@
zs&U_+7Lr5RH+z=boKrnddVd5nJ$#&-!rLhEhlPjReVa{(@*Xal_M6$eGaea$aHO?F
z0Ny@<h!GmcVO?%$`Rd4Mi@$F<S>~tk^-+7kYS%1?R%!KZp%zMu;|l)VJp=CQdu^bE
zqNptv<+1hs4i$`Z8(D@b>md>_S%^4XNpBju5_dQ4e5x^<oGhyOG%|T=@Qq6?G^CtY
zc;47K4S+|v#|bbVZtO>(s4x}fgtee?5gVsU<@!i7Dm$q5nh(YvN#;g2Osss@Jai#%
z5Y;FB?3`;_t*U=!p9$eXg6Ej;Xnk*3!FY@*H?@jlfqj|O|Bi=zBoBd!;1P-g0WLM`
z;Pej?>YOb9$k)+Bs>89iZLws;01n5PUs5d8E{ym)Ldgq&p8dl-re4Z_(wCPXl(Hgf
zomf_Kzmy%xU#M7FYiVRsMT$;Rc^<*r_q3x7=SjBjmG#I2A|HM?qgQbq=#Q>K<%&B6
z_lDUMTrPR=LU(ije0abe>>ceGQ?uYocBot;+w>H*xcx~w4ocl~XvsV&Q@cB9%3~ic
z+D9K$AJILdH(xgy(|e38qd7<)g?e#<C!#9stqhQLh~G&Flm#(=2YU`6&UVjk59N)p
z?f3j3W?=^sYR0+ghB<YSN|^T9G%ptK0Tkq_>qTT3M-!Y+HO1U{JK)~%kA&!bN5+F#
zZM(C>Iy@dTy+1QWpxp_&(8YPN>e)v_pNUoXYN_2^EiBoCNKDIhdxVFQf(Oh-y1S$@
z=`lpIqfPxtF^J(#vXC`6W;mogcv5Lhg`(1yj<em~UCBIb%bF!FvXk#gXBWvC5^0q~
zuNf5QmEC{~NwXv_5l;MYq9wEIX1e7l$%O^?5A=Z?F3S&;?t1{hlW4FaQffD}eg2Ba
z*;S=8@`a$?WrN)d`<uHtVVpw6NS;GySDYLg7RL|KNXEEyK`-&bsKQa=ArV1L(HI!g
ziGqnJ`gC8{nT&~X=`gKv>Es;=d*w$9!+nu@bEIcGMVA~lFTa<n{2uf9li##(ezU~8
zmDL2G=c+gL_UFw-P|tUh&6c;9=jo;##$KCCI%H$}oL;4u15q9+sgL3Jx^)o~AU$#3
zzRgoz^sZO?QeG4tA<@=BU8w^}o7)4d0;3n{o>lxULmj?TNsOx11mrDN0Em*Ii1u_Z
zg(7ZarM2zbBsm@|Cn<$cN(CDyLZf=ip5H>`_o`lP(JS*sd6KPFJvMrhAy&o^0p%pZ
z-i4NBHAGI%;LKHd6w1X0`P>6zi|6!ZuDlUi`YuoA&Q|o;XitV5>g@Rm9ph^BrM$H*
za3QK(txD`tXvlmts$9uMwudGcZ)T#Re?G<i(DLR~T3>hE-hf7G#r8vY;+94GHW@A+
zw_#Htg#9gI9Q&cu+{C`UNh;&$3ikuu7s(`JDbufqwAMQ9y2`4t+0#`8Je#gst^O2`
zJcQY?$SsWe1Tq<)9Spq>y=b|$bN;lqOk2SEbydkpV~j4mzJ-fB?$MEx<zTEm(ORd5
zGmGhi;oIYA#ZB47{0x~~OiyT2>IKPDO5*BbxhFESE7AH*Gq0qQV{#>WP0`SeKgaNY
zblFN1LLzkUBD2Eb(GcoCTu)NnjDG*)*o%8^SoWDkl61LUwf^_5%F7pT`&`Bh1b5pQ
zEpHo^Bks=KHoNdEo8-vo430XI-PQ-m1-OR}KZF@wOHzj=FR<Z65z)n?eKeyHhmBAL
zMMx}8RV4HUrWJ5^$j+?p6wZ9X2uB49_|M(fU^8}^KZ|8MO=?w5p!mmgy|eMkxkOp8
zVB}ag5^|Aw6F;xURfrM|?;&SO`V@K5t1~f51!telS5rpo+HxCGDsyF86!q$Dtg5x-
z_AxLGjt6f=2|5)hEr`WLjvFJ6zEPm#gwc_4q@0*E6{9=tCbr<yHeB!Sx(bx{<L?}$
zA=m|VMO2l!@Xl!FY!w|o{&d&pE1b3C0nM1ekqaBVwEglGv6bXQW5dNO@80^Q{DQy(
zn_EHxP4L{t=!So`YEH~P^dk{h=CFTYFe$Nud(~Hg{}r9;eI*8WsIG1G`44tcO7R!<
z-1)F_u>X+Accjv4Cykt21GlD*ON$G&+Xpz227Imy0M%mNb4rJE{7Si;i*QI$=IC=y
zJ8l7nh+l<e0(6K6jah5y=9+p-Eag^sYb2fd8jGy*M9)=scZQ;mJ6FZD$JbUx^e}X?
zTguN}ki~Ynt~G!F@3oTHy~sH=y=|JOo^i+%sYts$5d0CeS-ncM=RU%}OQMVO;j2lh
z^~(XfkL~=n!bUo=$B{i*;dv33%KVc33vQh_7$!7S>boU07uOe=ntRc)Q{<=U2YB6(
z567VOTy$btlxjG$aVl-8T*=oSI@Wd2_J~sr5HHJ{TMu{Fs@OMS=G>h7MpfWyBk4)#
zZel55sK0Q);Ob2HG=ts<+oJj;aG!k`KGXguYqT6%D)+W_f)P_#+|Hug?7Tj(Qh{FF
zdX&z2Tt<rE5B$S8eCGKXSBL;MAyd`k*CJdbCKi!l9(Yn|2^*{>wKQT`QRkqc$G|Jf
z?-<LA^R9tiRGf)+4L+GmpC&5V>nwRm02|M5z?(3e(Jpy@TJbtoh-=t7y8wT+{@gKR
z3VqLb+@Hq-tCckk+qg2mS;S!HTv3JS*JXz(b+6E9lL4gL5L<99H_#6SddcN=+20)H
zaH~#{J^V{$EK(d*<=4To&wNRO&}W8?X__zdsZ#a5j0Zx0Hy_5)(xKbT=N~`D54#IS
z4orIAG-}>a9JkU;8!L#2WxL4fZXKHGg9q1HYbUWD1>hwNmCXw~lf;<Vm0uJ*WeF&j
z8FtkH5{(?yoxO|+wH2ThEamz!f_3w_WDA$V?pWTAteML77|j{wgd=QYh<AcQPQ+?e
zeObUJ#4_kxa_egYSdFG68>~o{&|NQ!qvr23@c8uDMNm0Pr^JY@@W-V&cN}esYkTe%
z#=C_n{l<d1qhDA8^YNmuXarf+PxK7E`j@NQx2aVFQcNtCSq3RAm88?SjHSYly69e5
z5OQUjoe!B2KX2`)FSBR0UzoAsE+p8w#P0e0W6x64$(Lho*_eeK|B1C!k9)A_Kq!Nx
zV<NWg_9iY;#DD?j%~6l+l~+2y6?=Mfqlwyp`#9{>n{Uu|VZ3D3l=J6rRj+Js!`9}X
z7W*5VcN`ZRlqWD=Zc4XeMj@S?ffDS}uwITPkkB9RnP<}P^(CpA^{B^vM}I-xI1nOb
z+wQrC&wY2)jx!gHQ^|5G%)~vEg#6q7N!-41!<V!g*?JvWZU)DVWUaR?lzql$+~*#_
zke=npODz6re;B_i|2ihwSr66s^t^R_?70lLrvovJkKwu9VubLG@()CCJI(mW^@%oQ
z3JI6Gm49|6CbQjxX&OUVRbo|UqnNZ8r(<3ae}m-o`W~b2X!Z1b2&c~}X`r{5jTj$^
zv6+vo-6iXR)GgF@8i8`;VdCQ6YFiMLkxkc|lU?i^qt_1k+8}Izmt?G}Edrmy+aa9q
zaW;3CjRM6nrR8=ve<`v1?U8A&*Eglhhf{F+prYXV;1soCN(!EHZ(62HF2jasQOqIk
z-(8zu#!~j$$3<$^s<!woF{=I$H<283P+Zln>qzrq9OLIKiCrvVJH~TYSH77`a=2~x
zyS|{f-FIE}n^{UHW4ukhF<%o`X#^yW!^@fR9gnUW0(j%;j4Z@bKzqpBJ9{Wel{mhD
zqCd(bfA#I9;mxkrj&T=V=FnxD($f!VHL2K8HcSdI+0jR^-V`rO)-kGAf(l0kTD@MJ
z5<({zM`4$0RFLJ0J~i?LzD@2lx=&sa0)ShTOdI;x!gNF9z=DhXGvlul8sDxzz^SdD
zadc_Om>$rP8!V4Td&`+3^lsMSK{t+>>h=oev+YWnha>jVk#=d&0%eAsn+pZ2r(($T
zspIeoOu4ZgqUIpW0qiXJG19f5E^cOgsYI`?#3OPITN7Vf`TqT!kKe}OOyp5_T{Cbt
z8FAfG22Ppx+MP2jT~YHDWlm?(rk(^2O1+rd(;{;eInWnm8DFpMNc8Bn#o|+1W*RcH
z71u1o!(I|p5q^uuawlV%KE(3o{~kndP!Tzs?)J<;;1m}2ONs!aOY@K2Yw7;xqpls{
zyX}(nyV#qpr7~_-pH$OB3r@dFw@JP_V-ej*4~v=UClEt~hzEm<+Gd-*jDlNVyH89O
z1Eq!&*UHHhsxMe1^Amw4ffAqH`PIiV*dW#rFNKh?Z=5{2mj#wYz9Khebj>Ie*Tr0|
z$>L(Mo*@+luIp2sz`n?VqJ;f{hFJPeZ(Z$Zp_M;UK6bQZ1Np`1uU{Il({199yWIB8
zm1FI!I>~8k90*OKS`X<Nj(dsl#dSWNj^fom<JMx+@sjm_z}GdhEujmfgm+{%_9@s?
z*&Fkqr50Qt|3p~#C<`o9QEBicx#ie#RLs=JOG(J)o4vuO9AX$WO0<#h@5ou5-JNjI
zv6Xz}tSOsEgktffb9R^dBBJxbDpQ?8W3<ll=+Fi>KG_TdDY0~YXFEyID185s7Md1I
zRWQrao}kw`+*$g`)z1J^rB<3WehUE$7%?yHn-f=6i%>RvX)AGWZK=YgN&c#9f!nj&
zI}Z=JUcb`j8(#xHu({Y(g*-Z{w$I6myV+vXQy8<E7*$16h~Su!BP>=@5Eu7_vXupG
zSS1afkbFTl_29fygFd(F;V>-a`JAmhrncANc5)g{sfJ{Ht%=y_D>Ftx?Pp{h=G&&d
z4dkIrhtE?8;C9C4_C-MD1EqJOH}bNY<)yX9kN7lIwW(_x)TS8dixOI|ZPS_w*yT=c
zCP@W#+(e+g2OiqhE1x`f^J?8ym~fl8cyRouh9I{IIy$caXsIpNM}#`U+=Xb_k_HYX
zCEFU$`{`^G>dJ#wC2bL29+_b+%$+qpvyYr#Eu?<0%`~us8zDO2nM|>hpK~?f&QPJ*
z--^+HB*Ld{o9{|^*GQV7DMG&UhK1M#-4klm=~Kb3Ym3sVDMc+gqy@Kl(I4$a5lCW8
zJI#xGmu(bkcXSXz&~5qX+}|wKr;{(Rx)tRv=6fPen4_hIQB_5@uHfOzIVRdoWq}jt
z*f5`Cy7J#4BuWvS>QHY)Tc{@+=jMQO&_UENq;>lXvUqo+Hf+py?-t)e6Xmh4cf{Ni
zc&mOUnGsX^V|uvVFC`d!bI>eU?L}nXT=p&(67H3p9=GaK_I2T>%*Xx6XVaB}x0;*!
z*hR97E^N%3b8RNRGS@#?!i-bDr#Tb_YS5MbANJlls>-bk9~GoQ1d(o(PHB+Fq@}w<
zX(VLRCDI_B8>Eqzl#m7~H==ZRcO!Av-kfv3`~A-M&;9F;amO8laSkHBd%bJTHRG9c
zK9lI)!KY$=vj;y966ICVkw*q-t(%;#xEbE>+<}=@f0b1ws^{cdeA<SFpP1eGJFcu2
zs`XvemvCwIo4Mimc2Yn=rQVop+^0S-JBi@eD-Hr|zY@NbObrVuQkyqzz0nfG*1Q!i
z$iLT%|3eDp4t$=mIY)xiLWa~7M4!EP2ZDwz<hLN16x}a`WbmFl=}+tjgZSc@)_STu
ziA<A7(Vv?M9TepaxH{Zfw+`a#*JD~JQ8X~)Rl&ByRzUwby7YM7t2<~9$&Y>>80EN6
zzA;|HBbTG*lsBHRskt-F*I~!HS3bVY?#pcqUBNxEcVFeY)kT-r7g3ICq%|nupxYOt
zn3#r8&BEWTZBZLvE_8<fSr%yOmX4XgjbY>BBs!3*#fW62%IJHzq;7zwS8ojEX6MD)
z$xFrX=5K&JLer4Ga$#8JtXrjv=)g?BdRDiy%gV(}rRe##L!@(d#PY<*%V)H?+{s*-
zEL~7rp=F6n1~O8fooI(Go0$HBnnB9%m3aj%>+(xZ14-_cAt~c&41o<hb(o2Gsh4YY
zK#T4;L{p8_pnjc|By6!Cxuxwbd4t2ig3S-t3a=oZYx{S`Wnm?O87t`Av3REgvbQ+A
z+*+ifI^U^oq^@vilq+Bp1>TYR0)`V$pem?``DO~U(UaJb*Rl*r!W?^BsRlY&KY<aH
z<jXWN<hY(>F9R*VQF-jPjD{Vk2~yti;j@tDc^1207Fr)B^<!N?7`sF{DeZK8?3B3p
zeg|MOs+?CDk%axa*gWdbY+7D}WR3+;Q<fGg?{{cam%5W)FKM?c>_GCe+>zF(I4Htn
z-j&zdwd3+WO4X|jYII3yjpG%1|GqtVhdjQ8BKxPFgBKc|e4PpAJ>spd#QI{@L>xRG
zJEj1P4Cc;Ps|(06Htwm9u7zL1c%as78_jMypBDU1DE(f(-B{R`Ka8tQ6%icXAaq+{
ziXsUc?l5g;j*0s^kB>JUJN8~FvbV;@wye3bhCS;^?D%G_jbu0zBTTh|1tt3n4>wg;
zRmQhH8Kb50-DR`hQ7tp+?;k<YLR4$0rgB#_AzS`aWD(}3-qLMd4S0YQ-rVM|%I}?$
zc#D;J)~AJYN*mvMA?mBc4=+3P2c!(xR!g&~&8K8jN5}R!&ju;+tz8mUR=-vq)-M-J
z^bn*vKecg!v6((?!Xx{R+&0)U>KHT59+lBPX@lHWCV7IoEr7#2p!PagYiGa(HstA*
zuU#rdS~CY&B8-J7xu?==Qtr88a<8a)sXGW2-G39>OQLW4hYdx=^L6{^!wLSpDi{Ak
z)7~{m4`>&&ybNhy>Lvg29m>0U7IJxJA`4;`B`O!`@4pUSbCKPC@JV_9QR8~e&ks0C
z@lKL0BKOHklP)q3<enyeWVGX4d3zgqA@1YR+jjoJ3d;N0zpS|);AF*gi83D<&!$Yg
zYWN`qwTX{_K#~r^YHsgMn#|HbUAh(?7g$qKY-Z<{tLMo@<Pe0_xH8<TBgS~_KO$eP
zOyTzkXVr0VQ(u-j{}r^L&)PZ9VUBj;TsgkQxKoL3co0J9$dqrAgtZLZN9gl{DJPAZ
z`rxg2k$d}&9S7ODYT_s--`64B4Pcf_tx=-O{Fy$|qfS&!4}PIn0|#=P9fVwCp{H}6
z=>nHD3-V+i6BjqnMz~p{_HRF&l(aW!=db?C1T<7BDlMOzt!6!{GCn!Yvy(3v3~lu<
zn*_MREn9@gx1g1BUNxecJ4loj?2MG7l{7vHLK+4Kqr9x0E(;Zg;-%?69a+qW#Cyi?
zmnn+k7dDTrKI_;MZg84KiFRt5yU)5oQ*IF_LtG|XunrrFu@%WlP80P=KleO9rlUco
z$E>ZJl4sMJ{obwq%u*^#6BgsEA?rcTGHX5<YShEUBbr*N3De=%H-s2}X+~+(xm4dj
zbgisHW+wWA@f*}M*+nNd3F3{j-Ktxa=0mT?Z#rd+-)*&R3#yDa)wuq)T!o&UE2Pae
z-|bX^eB0X1j!*31keKk0@E37=C^;Q_<yOWbyM%BTH?FaMT7y^@r4}mTrnyFW3m;C2
zlwC^yubs_s?$tBP<rRj6z{i1S{P6aYFfO81NXn`&`YUC>Zy`PyK@yIL*RZywbhm}n
zD_7(|cfP*2^#z`6O~0%2kq6h{R{A^aO#@?e)~Mu1eIr@q{4d-#iZ;^I)Vb4qZHjeb
ztI!|WeWcQH3ABjZ63odE9q@fa5D^dh21KT;(o*r3<;zUSWvIS~nmQES>uJfsGO?b!
z7uZ^?D8}Y&%4p0Ku0^}e%}dYDoK&0xUwW(Z(XGY0t~s{(^JwUiS_F?OkGO!CNrNb8
zB-s=&s6rOC+bL6xS%dA(jT0f^<M}S%LwL%Q!pD>QxY_1WJta-@F!nxHuEXXLE!evT
z<Tv?zU|tH=Zi7o9>6atZ+X=n6!|XB&@?lm^-;uG|lm^_>DF$OoQMX$BN(>2m)6G`w
z9Wwe=Kj-RvlPkKXlNJyv1_E`B?vnt`ZmAv;-I`gJQ^@#YgsCtNXQJFk6F=yd8CCyc
zcZ}@Yd~Wir7jmJ7KAq2q_76q$9`VPNC+F(WBc;irJTYuXtW?k#pPq0>(-QXy%%bbu
z<TBow;?6VN&)!sg6a84(dmXKuX<C>LGUC+^3ai#rnT9wjIdUWfdbAJKt6vRJ;W^W)
zBJ*69HeI=q;h0c2^d*-(xTWo)w*b|NIOpaGF^RL+H)h^FHcHP{{I;S_cwcjHmJCg!
ze3jyssWuYjRNs>zlV_I%TYcA<r&<z*O7*VqyQ<5Iq@hqobBr+zKVGKC&ieRxNcgMl
zNboD$C~7AyyP<4}Rv>rn(W1Mf-_lLK!8u@;Doi4TCmPwt57Y9CG4ud4>c#swQOiHB
z5GvWb+P!mbu*IL|3)rd(nWa>9sPXVo8lXz-msFB3d9g3qx1jP$lAQm6Y$wa7wd6E(
z3VVtCDG7cVGLg|)mi7|bZG*{m3>*CUoequE)hyRXbD!E<36AHxH--RG%7s^r%4mjx
zSrNQXrkz{3vNkUWx)~Qjh+_-%z^$ZH@<uMPeMhiikbuRusc)IAYW_tNb(kpZh<H^1
zhdcvnH;I)!+e$EDt{!ht6GUQ#PUUL2db}v}>P1ruN(7Tr{ym4oFrFV6mR$<k15{jb
zAc;a|wvMZamWj^OUp6z`xs(v5)=C?|*rA~A9DKLbt3JEsHcrXC$+lImNHcbaX%dJL
z9?Dk*j~&1l;~Vwd!Af#>LRBS`N)0ofmWv|a{>1{J;7)^TI~j|RG?fPIL*qEuZ9HFE
znpqHGJ7BO(coMqN@m0)G*9)-eNcEOqWsEwoaUR!v%C|oAlz9V|-}!0EIW*Bah_mj9
z4(hSreaRqq=A@oNR?~#B|4_u-!961xg_*wOjby-_7$0Ux$5nK>jI}%g8ZH{S;<ttt
zf2<O}hYX1ge1T736V73TUT@88m_m%+KWy|iAkEXUYdq@H9{$OYOtf=<drh;}*V?M6
z{8@v*@WB{r)<WvdrDM3cbnW9ulgs8W`{PY6JI?!$)p>&ON>m9nXgW^870c{O=~2%J
z$Cq+#$g;QB&wLq>c+tyNAvd`o!yYmrUHk0z7!zqB3TB8qNgU;=n-TpTDnon12KkU9
zkLmaPEny~_`hn2A6dn;P>VPHYF~g5Do1aO8JaklOFmcS>pb??MY$87$#aNWU)e0bh
zD*?e)Nv)$4dcIz8+8Y8;A3}q7b-d&?$OW{YSL&WJojDI{p*w`O-_hFxeGweY9vqE_
zgNx@xH6I>2#u)%<Y<Z~5mQQA6gT^``Lnh}>ZD=2d3vTiGa&JI|y4js(<RAyFF+<(v
zz&GaAvt#BaqK|Ez3~@R~KU=W*5Gq?QfEE^3O)1{)qEfgd4$vSZkzBRlDruapAh^mb
zl>n_|X7_PO*I`O6GP8V1;06&YebcyQA-yf;%=vH)p44+nXVv2_?%m@kzHViiP8P|G
z`F(k6HXhymkk1T_*)9HeN(M`yjOsY-AIN0~GtWbK`J*!m1TO#^fw;w^r6fzQVaDS|
zqd26&)lN=Lv!c@B&-U=!oS*1ZI5E{8a;LCuZF1>tGCiMc#L?X+P548*i6#-{uKp;5
zix3;)Mks4k{F|sM?HUY!ff)}+)jKVsU+OmeusIAzK%S)zGzKhiJ_3zEt_m9x<I=LN
z^d@mixX0p0zg5_=H{S(Dqy5@PC)cHq?<u)%@Xge5?@N5dOU@uUp}XUCJFGV{97tTr
zn_s!*@m3faWFB^|?i~uYoDP^bLS;mcxB{A(i$mCVQJ$@9vD0@CuoY;%ElL;eJP)Uu
z${rTI4jFE>NI~bIp08Y}Cy(?Qu|XY-9x5HGdpa7XQjY(F-vn89yyTR#RqS`={P94o
zCVe=Mpsv=t2k|{xqKdbM*Z}}}JZ6zsMU$vy)yAGZ6I}igxY5e$!Ny(!dpy!6)oN|4
zOhHq2=QhwDV)(_B#7Br06E?c@H0WNLq`IR;`x~(;>L0l?fKmu#huE-SmU**g_8#lM
z3$}09sDoWZSB`NG?VHuSXzwQxM<FnmWh+Nv!MLNi(^%!Q%pcgJK1}5bu~sjN?j)rs
zdDHT2Qv05$9mhsH#<+DwKicC(d~(ta$of;IelQu7FF3{<RM8NsYSllH0Magq0e3wp
zBF?MTLID#GqasY;g=IX&h5+|apDVp9pP`ocVZXo(TP+=*mTzTq>m~<ESyhs6sg7xN
z$9&hJh|!BZ#;zCfe{eQx-cD)gIy}8M)<OG8f2i_9X9vrh)Rs9vBD?lt`kx1Vmlg%{
z^KI@`C*bsrBaXj;1UD!}9&o%T@InEfJZTkj%q>og1S`_C>TCDeic@2GjsjL_DccOs
z2H6x2XtZG+dQfJY6Lg)gg{%n4Cbo08Jd46}*7U6`=2r(h<kw$*O56T{89}&!Q|$oS
zbnNv`Mb1~Vx=XygZFJ%LqkDzb317_;_L|@d=nDJxXKF|LF^>0Mx)Aui1)=@&k6NO3
z7ArZ<vpgA(mosiZ1)G$?j<|gjEG~)M#H(j5GW~%OM=5x%Y4xTLS`xfw!4dHeeHk*H
z${bzRyvX?YMF!e;IGEzmQ$j;TJQTS#DpIL+X%ff#W45|PTeqI&2;M|r3z~a>VI&RI
zUF`RkRt;;H!*Hm?_C&Tvzl(^@s29g+!QVdl=ItFfMjMw<-MoC1D?XWAE~{O&QD2o!
zZE!aezL?;y65Al^Fz=dYJWjt02~zZnNCxyplgv1@I_dnzplrC%5&q(n!|y|_H00$H
z%NV%1#fnba6)^=;Km*!{K2Os89%u;r5YqlEke}e#QX2lj&u|eYyRAQ<Tg3xwT{B~4
zD}O!5T)OKV5Y}~Moz*Txux3mh>hWpSFtw0`raysI+~53MSkmL{@BqfRbhu_^tzXn{
zNnV)kfL7x?SLD(c<^_1w#)ZrL`vmJsD+gtG#nqX9lmz!p&^uPj!y5q8Bkg`e5;AU+
zI|X3``C#xSAk@tAaCy#>hCYOz)rY6LemU8S&OGP{|Bppro6h=KR7G<5qNKX_3QC)l
z?rUgopBKAyaIHY?&-iYwLJ{5M<RYC|!{7<IfrIaip)Z<xSPJ2D(YtBE)xQ&<He*vW
zg<-4M*LGS%ltR1#v6g7P!=l~|$~j(2Ty53NP{Fo9!w5f`vZB8UcKz6LeCyq^lzTE%
z?t2}?j*5v^C0{{J(booP1<=C!>!4^EZzY(s1yoWH?hIDL-yjSRAvPZfG0I!CZg)@-
z%yGtWB(c26KU>sNcNDc7$^Y>KQ}cD>a0Um#Yh?T?&@S>JgY}MOKtL6#HC~g5dikj&
z44wXZ4Ccj;dzAjpHDRp=@a%wQD^jo5)&rz}KoaSLvB|+bQAH?l)&_PHCtKVIT4q5P
z;hzxJ5{%(5uUP#}+Q=#!dpYVQ5~<zG`;FN40m)sk<2bz`p6^JBpxy-Bx^PL|C;@ev
zcAc!}LC-Na!Ul9+^OUt#q->wV4IR2&W{wsy-Feq>U_^gQboZ}&d=3gU)kgPJ{P>3D
zDSrw@?sXg{qM&a*r-Eb)rW{v4rLpA+IRC&U^Ubf>|NCs&E}q7W`tjW6gl)ZzwYRmt
zI!xyWmT??c%LSb0cX_WxXM%{(%pD9I&PLA&MC)SUvr6f_H411u>qo7hVQmJMwPLY8
z6dF4kw<@I%K4*akO%DPP0z!-S7If<+L%Zw<3c4u@sjpAF$ZaZrQaJWKI*`1A!CJ97
z<*d;eOi@K)+{w<($~0bRtEm#K#uBMDwDDnbMBdLok*d~>W8E5rJ>y6IWj6I1J7Tbe
z8)cqfB|Q4NgVW1M+R*h2Z6jCo3>oXSwrmh1{})z%PDNNkfq54MWGOpL$W=uAew_|!
z7+mf}dZ)Ix|H{Hed#C$LnBuinyq?p~r|jWhL0fNeODyS#l~yu05RIT_dpv|Gpg8I;
zd^&K@u8e`blo0@N8PJQot`L>n<P;4VZuzc}*}oE}W#(3XS}-c)8^W{GJfHL{JUB)K
zD*ousCaI`fWsAsSl=LatPL++NDbj@2V}^PS<|zUnu8n6uXIWQc1n6P+GA&Xao>>cV
zoMW?B;<3*G@d^Gl#$h}7a(UY8jtrE_a9VJ_RZ)2DVUgJdheG8R5?Lx=t`;+385UE0
zH)`}D-rTWN6TC&YZVb7dtbd#&TtBcNT+DK06PCxQcddkn;4OrwVUjRTU=zJBHw+f^
ztO<&i0|*ohjaq0HAQ`)~kGh5OOU){up#H#Ay#{+_cK^2EVLgL3Q!~;P=v5ZSp0fru
zHxArSevCXa=`2g&sBgF@^=dp{2#M~FcKXE$Xmc$p(6KH@B|ZoFq3_!)zp^WyJEt4}
z@`YI3-8uRsH@Q{j63#b_!MxX*ffHf#dcL}m?$NzuRA@17%<Ebd9H{v_=BEhV#(>am
z(rt`R_2s_}l?#kT?UIC2e;$LR%O$J9nT%&_!<ae&d&{H|6hLl@y9@?N)G{?(LT9s$
zTrQiV0149dI$MJG(X4q)r_|DQzd9cmM0S0WNKWq0H%3^HcvqIKpk~^Q71xSjokU=*
z2T1zbP%?ei+hDa?zp@RGWP^ovisSj;E(x^7YY%)y-n@^MehW4nv>Ll;O1rknk%N$t
z?++19jNmB>z2Zsz1ojiWdjwRr*B+O&?b^mPKRQoq2=@H**m>-A=39G_74LFeh@Y~2
zs4~%x&%)tj#M6%<5RDwUlR#y_b|}(#VsJ4}?7bh8{;-XAIJ+=R?cQ~ev8dv2N}ZTk
z2t{H)D`RoO<7dcCZvF(flTVL8-+XmSb9*oW_NK*^UwHTx7^}$iJr@xdab@1<3uHF-
zxQ3xuZr@U@<OSI7n#~V20Hbazl+B1FUJ97MC;_p?x3lGn+X>p1%()~hl-uzI?dJsF
z*UtcT8Y-#XJ&vnCA0s_X!Tt5xZ9$jL`5dVhJ#^5J<F#dF5W0mkfy0#sSx(wBel|o-
zp*iH?PfS<x2WYom68T9?*ozMxxS641c97TmI+Nt)lfN61xfS8(`x&uq<uZlm4kght
z(+Z+;Zr`|9P^7!GGx?37eM(s=l)({7HI04DP!Y&mk57<fg25+bV&>eY6Xj5G(9OFV
z{`_v%#G0*HJeKVNTi^W;QFOSpt#(Ry#-fo6{eZT`xyY=J1BsvXxBJCj7ib@L)%h{1
zDk^r|*FGo4!{l$}H4ThIpuN%Yfq-#C6VEQbzF*?=ie_Z&Q4WSShK+>1xV}w#;o+=E
zG3|q%9ub6B9gWatEXC_*U&odAU5@7l4%CDh0}6>mED|TaX9(?y{M<bbQ@DaRip??E
zgrOiy!gOQ}mrazd?o(2&5fw&>Y^RPbMqPP^9|5SjI2^LKw#vFp89+LzPMI2{?>hHh
z(7&3tIRj1FE-<L6p;RkCQI?ihiR8VJ?-VHe6KY<(^093KypUSi6Wg?>#(JRFKNF#8
z>F^LC5efBBtqr!~Ua+DE9fU~dsr|tzpeKh}=b+`RthLU^ROL;@T6UfX>p7mU<#jz+
zwrki6{7UqptHx&bjhv5ds}fh3EfQw1)OGXiyOlbeOQk$WxnJ%L9D%4|E^Rwc{PK;<
z`jb<wM>TYhsfRyz4i*BrpwgRhs9#qp##HhjLC04*88x}9{!ya2i!tQr;@!7{G!ge8
z7w1`D^nC#_^$EO;2k$kJCXq<K&iW~&i={mh%=b&)epk;!vjf<2jN3X!Q~NV&^!5z4
zS(+}l?4GK@rR50?E&P@}5-QU&z;0E+OAaJe!?|MU9o9tk-!&Ao*1rgu&MXU>%%223
zwB<GQCt1AH#OlD&rK)vm>Jt9&$&o0aH6btrk2pDx-_y!<7KI$|B9!e52Ku}i{=KT7
zPRO9vE=6xx(|?X#dNH%sa?T>I??d>3YMChDCzI0d$o<mKy7KcmHKo9^CX8{b0r>&B
zX9(9rnUlxdVmidb#AQCWCj(3pSn6glt*s(7bz=b&ae}+6{rB$ptov}$A?ZfZ1;rx#
z$;uak5p601NVYOi+vWzW<lRv~baudf$R%17y%ur*aQ8_gO9-ECD;>1tNAS~EZwKMT
z+9J7YRkDLeRlz8(LsNhOs{cVU;NdN)TL(;N<P@`O0bN5PB_qv8A|;eea@sUIDSd`Z
z;SZ=3;IW143=UeC0A5YnhtzQl6u)Q~Hl?}HS3HJshfj*gq@Sj>>^SPzp9{X{hwrll
z%8kuftDWyEUpwQLnYP?QE8i4~>STsI!1K3}U77Xwjir-%0ektmc^#7r&!p8AumT8n
zCn9|>%Zd;VAr0M}j}dIXs{|u(4E~`nC)N1@Bfr6Q{!h!}?`$R(I>y2D^FQk%CLl*6
znG6<eF1BIesl0EZAFZI>%d^r!oOK2cLiL-;6sl3F<I1DCEOb30`(l>v5jV6J6aAc%
z@G$)3v)`l9Xg4UwC8y__tVl~R?=&lq>W>VJ+50Uy52@CGV+gH6$~&BOkHPW1^91(m
z7^BdyCB^y+rXvr5KdJF3$S%t3a4+z=Y^`RbF}{z?FKzi+-Y04V_)mO=2-2V5r&Cjh
zFUCy@5!omzXvovTTL7{aUtptMCXExN^LkMnY@PzQk7(!4gzLKl3C45X7i$~Ol=gum
zXRWU1<Y75UmH&WpmNG%<s+q(($wDBlax}0rG>x<;T|sC=+Nb8}fd;ev)2vV`1MCvP
zM~i?^ZEo~b6Sk0uzq9^}-;uo>MZ<=Os{e5Zb6%<xm6+UE#6kNOg?PDZLNx*Mqr&(T
zlvEoWK?j+bw}&^kB;zLPpMSevae^*>ilk5`LaZ4XI1tolCvP1}{iyuf<9lFq&5+S*
zEq3tb1cuBs)GSQ?<OwV#`g+qs{13R^1>T)q^j(J7&?%VswMb~SidJUdCCIJ?%MQ2@
zV1kY;?>WoN!O$E*S(hI?Fp<TForYhMeb&zQ7P>T4JU39p4hN(|6)hs9Nj!j~*e+C@
z_Ui-N7^#UvjqEhRrY89}qcipzCVDs&?Srw12(=S6q>2ZBMu~W=MOk=e`n^#>jZDl~
zEd1Ca*-cRVF+x6U<yRwgr!X3()Ali5=~jFroTMgR$2RyKfpdGL_Fksd(Zt$lBB;qu
z!mgY3!>(rYjoRdyII*rU<MibFrQ9c_^Yjq3ba3z|zL4(==@=(e*QD+4E-@usc<BEP
z4Y}haAS(P$XlREXox*QKP!J>`i--zzi1>DKRC49!x@9MET6Jr9J3ZTRWV%0$@`?UD
zxK!DfBjwO<!{6l4tfv?r>MkTwP<mO^8b2aSYANfZhITr|4yJ^dvFVz{seSLeCuPQc
z!W>!r!ujV@;wrZE$C$(WMy=MpeLYdnGiIT9xJHA#(#{#SPhLzLRwM3W1};Kn47ZFU
zldq0dSR4YHfgN)bn-*ZTS*PPfj9rrx-^ufN?)SAm_|AW~G-I*9n&ZeLJ=WulkD}ly
zGC$P!&xXNu9d}LoskT+UH%e_TugUaJD6rP?7A<D)``X`@nh&9kK*5v~YI4m#%~Rxz
z`wz_GP`J}UrJX}v^#r|=y<%A=Nmc;QPss^(tuuI>EpfA`)HtD0>$<hvlC+|}(<GQj
zuB+H4@Z$S^Ws}jv@Wd~ZP9_~AH)zJop*u0rUBq?8d=y_%*wd%B&6JHFU`&F116$2~
zxu@|2w5c<=q4|OB4dEbH79CTS2z22C(MP9%BD)pMcs5~gOUv_UsJrh=$0e8blQ=DV
zMZ+Y+6va=Y>JL7@%>M#nj7B=RZ7A2U*i;c(whLDM9&aZDW#mpb7BvWuZUQv=<)*;p
z{GLpvEIa@|H9)tDi&j$~Xwp*gSXG5Q{DEPG2>-O}!sy%hy`1-4OCs&oktdxK!$_f0
z5d?qgz{Eou{z-JM#Ng4rvX541KbgDNrZp!oWY}nCrwK^zRWVh;S%gTjm<4qaa1GcY
zg!D|cSw)jvuvgr^l<Z!}{qvsF!*}IN;R@WURd~qpQPBk0x8TrO0Ou<O_147T0mv7n
z70;1~*GCF1C;IhRYCOP5<jOr_(1`KjU*@SEkisVXBN7Q{n%Y<ol3+Z5a_4R*ju-)>
z0vnAYsCX!qXM*}!kE=l?JQNKDkJ8>v&vis$m-lh^KJ0CZ=Ts4bpWa`<siuWer0DTz
z5#xdN%OFg1t$DpR4!@s2SK7FhA#UG##__Rk3*0U;7JIV?kzGF%V}@97c-?vK?!p>j
zu=n1!eVQgLMvKZ^#42y!OQz7gI6!1gmg-L$oPM8B^=q@CuKy}}CyD+R=EEg2>Ac2{
zMtBsIA{m^9A9N&Q=dFtx_ypVd>YWP_B|RcY{D5$)gn2%>chS+}4KP&46hK@%lcQ@6
zHDLz8CvsS3seyBN?P8edeU4|m;|5JUv%P@agBY#F_$w(6+pAJE#cO=MBE<@D;JW($
zAd<IO4AAew>F#N#`0;jgCqJ*n+r8NZ3>lTc!AoqB3tXbQN8YDF^vRI(kt%#%3(%?c
zjCdPoVpH{X0?PDo*Iq&e;XxNc!iRMo<)IBTm)q|M9y{E6al!TTU>Uu4p6}&y&o^!u
zww1#svtwtx8&sj#cqWkB!r`DDHtFY_v8h=+x5`c7*B;+0`1@l%XSFGLzdIPy&~SCW
zLCV)w8kV2EoU33Upx{93oet6=ash?F$0Joan`LkUG2N$$9pLGKCdufO+rduwrqc5#
z-OFf%e?VO*w|CQ$lm9%KgI&Sk*YZ)4EkZbQ`3&I!Y93g^xj#falKc|bh<1`~T1wU+
zjwk9-LDa2sNRKA0QCW35%uz(W0h>en8liPf&Pr9F393f+yb4#|P+;ThfbD{GkNua!
z;aK$~xI8obR&#Tl#$JH5$%OesRD~kB4QZct<>ReN6)x^+8o7Buusb0}IyPzil~%LT
zH{R}~zc`Bxfux!v)Vt<^TO-K&5>ZD6tHQ@qU>7w45Cvk&Q@RCsR!k(T^|xA+KJ58{
z!->WBt(7AhYrz>@X!o-T!27nRcN|C<Yfx6$039KVKqVos3q6Vk_!7rBi|2?_1!Gki
z=JH{uIOsYt8Uf*{BIil|t1LP41CD08&nOO9q~~=%eOsKG?5c*;;cisF;bee47wfn1
z!zwIij?^`@GH#{81LtqbU*y5nSVTnon%)f6$ZU$Fewiy@(=tRg%K}A$!m%uQK}yhl
zeJ=s}@)-(7mhb15Up^}|!CFljSVilz_stGHf|z5`oBR*fqlEFAr>2GuXjOj$=x2um
z`Dq}a^PNoF_&MU{Y|gdrIbQjO9=-S6(z_p<(@`KFLTCzw+d>=ygx3?E@0?in@-+4#
zFR$l#9@Oo#^EaEa7BrDamVA7fWjLSz=W5h*j8-b1cuix>ZydF=er&9Yisq=DPLPmz
zMSF_4f{(-Yo6(M<cVRsX@iJazgaF|6?-<%1)0w_A&aU*A5*KDbD9r^GRS1oz&&;3c
z6YI~Et#1Kp#u(f0&_&rL$C`2|GY@D#dZTmIv^%~61$hSz7r@_&vtriYy<S*wLcVL2
z+bk(+?4p3PS$Z@q&RDLyt0TJ^wgfnQmPyh_7}F^xc1mrz`h>|R?P$O`+6&~*ZVJDL
zziyBO!qI$0p?n<<=YUW1d+v179mA+$D4u))pa$4ud~Qsh>dCjV4@I}zg9{GlDg-wJ
zFbQnGE)h{BK;Gl9OnLe(7-sQNpgTWx^U{wMF?ktaW11A0y-O3hWmCx@0}W=puyhSo
zELyS>z4K#yY~cQhZB%hD;I-51ck>uiVZFf_kP+M7pDDRpi4Au1@yr?SG~1J;3G)=2
z2oN;7MY86<f8Sx^<ddI>n%5>pF6na&vXad`e87xEyuX8ac?^(Tb4g79@i>u|pI+K+
z4oV}L)GJG7j#p<ZdH8j1SAg}3>l(t)2zQMxxiY4>?*hi2Ki#!%-vZHUbXtU06t~gF
zNY9HL`|D{bnL+nRspC`A6!<3n2VRxwmG-f^IM9KP7&o<ho{F4ehy_~>fWH5pXyq|R
zlV0w^Zanc8aF6-=3PrGgGW4!O1is0~xdb|H0elXKrzZ|>{0Jn=ROIZ`Hmbem5j`x&
z$c%}K)w!g|n&7|E>gwhY9T}=ZIp5hfgQWMOBCjss=PQb$6O-u&wTN&To?&o$H}afH
z7Isp-w0oPAT2bs9If^JXE9C3g;qiJtFFf1{LR1-qMGm^eOVrCi@0BzjYo8ZkSf&-d
zN?~t+GK;|1D#|IZSQHK2!R!nq8nhKTdjjM6NWDY05t9&Y_nJIv4A^#gMBG=-%tscK
zM#%)(%wFk{Qn&on?W@a|R!NVvb`~ELC@7r?({a1(IJ3bN4<EbZaG*2<yp(lmgy-&Q
zU6Mj?bml76V_{?BwYpuuLsc3{x}s%MHMH80Ea+gII=W+XK8fKIX>=*}vBwStDgGtP
zz?*U?jDKNtCO0{#lx?d$@0K;hJH--*gRAPQ-q@4s!UC%=;y|{W*k_Of{<f>M2q6*`
zS&Jf6EAtTXOImvUapUo3nZM2k5SFM$z>`#6U$YY2KF9buQeI0BAXAv6BL^z^&1m=%
z{a<{@*rT2fcScaU14?>0yP(z|aDeJBzf+AK#KH{#>Ig=51<-p`&c9y)GS~D!WXjKA
z8YcEIOjQHJBADzt1Tv%Mo#gZkSb>jn@E4zdk-IodN&7^u0bpFAjkKxGBGg<=XKLzN
zOTgWGhkXV-`QTWo)CPbh*alKD><^X$no$Q~F`$MI0kMi=We8P#X(rk8*_4@!+^P?|
z#7*!7$Od4`V9>QJiurl)<nu%F1EY$|1J0(4x2VqEr*j`-MvF(=xbFblK=5ffCS4PB
zL3GYyC8|1xM7!zlEf#*I5DtaQ^+SXY$$%cQTgn7!ZOx(wY}<FGKdyp!6MEZ$BoXAe
zq-ig+LP%1;-QsdhGK>ETIN^=chL>KZ12kX!YA;fcD6<V+$|vx7%xs$sQjzhqyc*A{
zrYCu(IcUrNTwiY=1ikT(wn!*kVJ%CC#1hS4#iU;>+SYG%V!yFww`;$6s8#B_dNSOA
z`Phzh^7Md^L_{v{b-@a|OZa^E-Cs{N^neH@-voauma4vKlHHuZncwSCDu;GCqS3w@
zV5HuJ18MF|#nR<_od9CFPISClPO+QT8G+|^(B6EALBkc<BdwakK$iSe?nTNPyNBim
zvU+nezBP_TF>80JMcocx0_r+I=g9fxJKZK(EcC8;d7QfT8t?*)!e#;S=iW1N8{RGo
z$96PMP&xH`J~zb{%MEUdt=b7mgFfoI5mgKBe}ACISZJvHnmt3|!e*W+Rz$3o7ExmW
z(!f3l&k8H-O*`{`Yy&BEI~we9CNHD(^(Vg|IuWlw#dB?IaDKZ@Qa;PyASfojw-63s
zvCfP4^X>5yxr@xCqyyX)+`nTaiU#K6e!!VF2oyyefD<F<#2sO(>mb(GFk7SKnbWEm
z_L90qClH?lxp7dhY1BA0338ku=JD*Cb;`P`oy{fe`*&HI&Sv!Omk#JpjlCze{h*O?
z4Vg*|?Ki>eKVbE`cZe~)-Er5RC}4*yx6XkxK6)-bpq@i=1Ia?ulVg!35D4X25E`t4
z%<|XwI{<7XsQ|={#3#M<T{7K_5@dTrdcSzoUjy1U8D)GY?j1LH#FSPec~tJ3xU<Ei
z_*VZ<PnZTBCw)E8Xt)@kT%#MCK#oxXG-@*(qmkN~$0RQP*1$*wwHCW`ap8M>w^0Sm
z%jOeT_Jeh>;gYN;BXb|FG+7X8u4wSH8<dp^LIok#b9&|b5!FqM>8!`CB2O;KuZ3-P
zp3GWinreROs3EoiyJ9)mRcEPqjg+;r2zvL3JFTIENN3g%=CK|%op)!0*PLw@z)bQA
zuZmXKdBjISHDGdc*^}7lXvJHBrGOyHa7uXlmRx674Ax!xdh%JwQMjE)n;!B5TlNq}
z>K8Y8LA0j`4UoZB)D1DAhqXl%_yKrJ$JeF=TB_e|GH3LGGOz{MLC;}rm3@&Ob}5Fj
zo>d6*8C&<W?6QGfbsZZsW%kn-D7_}{)iYM4udw(N6^wcG^+c(?i~+KZx_qafc~vt*
zjqAvV?9myVEy0{Ws*2!hpQU}%Kl_V=)hm%Rl!%*hvkt^nSGU$IRv?ZQfz<+A|M9h}
z$in#0!R=T3h7>&JIK%MaRG7-jFP?W3T>9(frF#h*oZa653qmoe_|{2QgzqMH*bK}~
zY0jL11*iNcYN+!PgCdlIZtSg&A&2;F`fPNb*RtUKU%y7=MbTa$-v3rO#b$vCy`4&1
zBKc?u)PigLVv+Tr1akmaXb}(EajFq;e}ab0NNGR*-UeiZQd>sMXtcdF9MrwMWLi((
zdHJBS>;ka$jVuf%e)2wBN`MKir1BW-TX>3{e1-kAGib>qDJMl#G9ckI-MCY=skGCf
zy-2X~hgfC<2h@K?yJXHMlwKUkKsQ>I{6vGk7VViy{f6`4Ibcn+^OW};_R`m9FA~s%
zpZ2IR1eh3qKJ-9-Vz8E5cGk+TU?H*FI}UuYt?lQqhAGlhS;IlVgD5)yR1^5JywOhb
zI3?3Ku`rMXsF)k?*?{Px5*c_n#8(tFpTZeSyR}wLEJP`(S|+S3<iD`~i97XLeCVBd
zk+WD)w4UCYF$fSuSs2UQ>w8u?D+Dy>J;+8E$9p|I_sgSe>Zy55-zY53Re%vJA&EC$
zoBT~o6x>q9oz(!;yLDY}kfZ|`yhNXu!e!(q>IdH?Q;iEk-{%A5ZzISBI20`4xDxZ)
zZBnflY(Gc#QTWG93F^0<>Rhr`;2Grv@i*6R(IUw%Rzfdrj7PSw#&}HW2|}am(W#Az
z%;G%q+4KlNFO9aDm1)4ijetL)iA3nNhI`Lk-HH!A@a%%2cUdT#E<p@1(`YL4P0JB|
z>w|Jn=l1d#B}3QO53J?3D0r3pbS4{2&P6Mj;#Yv#cqrS&>`>%UvZb-jLLUtg{W~9!
zYUXzxF@64!T!WdE4IY_FD<ULmAZxYO57es{?STE?(6q45T**^Rw?$$dt)Ft4px<Z&
z+#MAg#Whs*n))o{fh8u~!uDk-n@bT#-db#Np%cDPMqbZpmQMfA+U3x@R;{=_4bRdO
zh+XR4cLkE@f3LcAyCN`R+nZc;igZGiRR9!D%PD>Ox^DG(Bvrqzk3X(3Mz@7<y4WZH
zN?d}aK8$?0CCl)sM+}@Y&u@6gp`x=NeTSQv>91$#C_yZWDM`Q%{brm&5~ZYrzszlf
zFXce9%(t2yK5)<%MDf^#?e4~=MMXb<uiFT3P?KE$z2;x$AD<G<Y0rS-Q70_{Z5V+7
zpUYu16sEro&F12I?%(1l_L%h(<5D3We93seP(;u<dZ2RGz*iEMm5ioSkL*p3V`9_~
zhl4?p!vdzFq+tjEt1ZjWHa0!!nrE@caSUGfaF(vXfex{;Us~nQsXckCUJT2?;emp*
zxT35tC~R0uU{YDyR1N|@$MYpaRG?`}FIc_4=SBt5{Q!b(Q3Giw?gDBQO&K2uUSB{}
zVh%XbX?5NOFA{=;?xH*M8T-S{ESc>xJ%OrslH|L+*HzNpKq5ja6Esp$i+g!Qmy}N7
z8Rlr{r(G=>T;=$g4}_-)BY@v0%?LriU#^YcOnD9xo1Wz_%b|?Px(?=Bl<LUW$9C6&
z{C@ynmmMM7@Bt{pF-zk+xNa%i)v_wC`eNjW73-1zqfEb6atM2eP2Fv&4)2$_68~xg
zI0x{xgs>ZI2DxvKQ*JplL4I>o4oJ1<GmB{q9Dtm77pObZP1SP$5PhpBX;{kp4;Zk4
z_#DsoK1!1S|99x_%mzl#dq_>g>|tnUw}u#eS_&9Lf{$aUg>r8#2A(34&g5sIu?NLZ
z(pLZ~Dw);&JMv0E=wufN9p$t%a-YRRiaUxE+-_9ffjRNoA$@T8I?7R$_u11sQO#h^
z4;P4h<Cjg7d_;IO9~l15f5m(2ZJ-F~SaRR0B95OuZj&+xe9F+VwmvHc2ain?Y7^pg
zuAt@(MoR-3G2N;je$6C5ROU)<RkLPiI)t|zh`7AAKQc|+6=s3U#8J9J?XfGVBaT50
z%33p#(VzNgrB@5zLUsk=sQ6p}0X+5`A<=1m2XMTglTNoQcxUdrqc<s#;lvQ0YWF%Y
zvxMn%I`!Q&#Pf?}#|^j~)EsqF$z@7N?YCZ;v*PgL+4CWGnQlDY_ekn3sdMmAf&+Q|
zoh9|#=U`qjqdM)r`1#Ms!CRVEG}EBqFyk5fWz~F^@I-FPJ1~i<GtiGvdo9xdM4;c>
zLO(aO3NI98-KgScWC;KNLAcz5bsc>eP?y`Uvw;(vhkq3P(F`N87b_ty91cKy(n*Ph
z_hK>+3g&-!>oN_o7<@PWCNIjE9L&!d2ihzB;qd}%D4x+RmPWy_Me3_vbagg5#&1U8
zk+$M&uaa)WhmK1QafG-k#VKmU2L@9>a{-?2cVlJ=^btk$M;D;lJW`?#6fdQyz0=Z>
z@Chs*QrB_NI->w{#ZWSh%nt!4^;6k7yG?h;8PAiCfbj!F8OloL*DgPm9vOmxZq|?x
za@*RL&lyX1wZAB%A+9<SVmq1CZ`1m`+k>+Sk9S_#e(7caMDZ@xa<Zb{BYN-V@<o6u
zYyx=Cp6|FVg)d0MbMZV%Ok0J>rt{m7v0ja`VUEk~Hp1htQ(-0z)_D7+P2OcgkCwn<
zo$P@i)SyaGIgPMyVQ?vVf?o)|Wpu7Io7*+4@4ltzwI5@BFa~fv0#Js1-De@@*vnqi
z4q9sWyPp#4#b$w6yA~A8gg<Du6f3&*RQI{Ay5AnK{hYmAlmHZKcTOELHNPr9t^f{d
z$F{(yR4=;=z$V^_7Um6@CbXffC^-~C1?>GQf4_46UBuBIl|uqFjeG7~O8*uUVan&j
zz1LDa52r#D%viCBevr0Xzxf55<5$!9P$`^`S9a2MA)Mekb<y6lSjcyPN<sAKcl&P<
zQAK_tGMc7hBwm#P*tzbzDd(4%m#4`%bTqvyDRyE%n!qtvi%k74Q0YDc3EWIG1v9vg
zg{xV71%xHSKv#1(lBV7ywMfNJKL;2uZMBH-3Zh)Z=1+MSRfQo<#lwl~>$b%%QXX^D
z1J)d76s*_=wNDbDTY>2i!_~ZFkReF#*W0bx?eYLLio0~94|Ok&V={!temMx{mV7&3
zAJdb;zxmMrdl+wkN#nemE72D)<T(G!ro4k_(>U5Nm82T;R_j|4*5b;09KS%b<Otwe
z8v^q~L^g+>5nxuT?yJM=HXyE3p+nB;uNO)C3LtSANBdIeV5A*UswbG)Y8nIcK%(2a
z_tz&rfTL2c+F2e*bTJE4Jo4X{^rT-g!=i=q6m4j4@=I$p2(3K)uwhk!v509>Lu7W?
z;BI)AAoR{RK;CYDJIkhm>d`Bvse|YbI3C*#2MPlI_il0)K%{Pfo;f@lRf$`q3+s>u
zTRb5_mW-9PMn>E@AXo%a?==jg6<&$@ay@edG(Tpr2pC~6`ojuFw8E9pxCS*}rsRt3
zb8AqXwgc{4{O{0sy9m?uc*XClg$Uos2cs5oE9-!};f?ae4a&v$-IYLU&wyyYh5QUm
z_}ol?!~&r~!Rmaiv=1MZ{2C2F1k%P68HXOE^me)M;EML`GANvJ1*BO#$VVXZ4jd}Q
zcqg3`G<7)bzC(XBsPWfL#PelC$mN(x+@KxuO+^G7$DO)Mz#48i=RUa%FG2&>^#R5o
z5Vf-g%Z}M$t9dnHw%gF0>Y~ysiX4M6bD~z#MJq7jjUsDMcU}27NFrONH9s(yoFDJt
z56GYbqch`(t(NiE%i+)?K2cih@?3-EwUEkV5V|TG9{{}I$wjxK_xZ2*mNcFeip<h}
zI=pe8{!gz97K>eSSKg4Y@hVArJ|=nM3IH)MDW&XH)-$bN9X8hQ3Ds*sc80Y~J@0QR
z|8(P`y#B1)7Qz*G1jb9&!BvTXD~OQ^uy<+~a1YYq2!QmAbu@Z<0Q@L`=H`SFrcmUR
z@;z*JgEs@pGH`aeQ4!z&ZKt2^q5A-<;H}tGYtz^HX8NLDV3wum)#(D<+*mhM|05ec
zH_&e`@6wxuW)O3o?_6K)>~W{HpKF2w3#}by4i*HUmZ~xl&aewGkmO&d{1etOc`L8>
z0bN7phMx44*5fd>PP8M11UQWG?dOPWXDEO<!B=xL!rD{R7PMJ3>%E&YvocOjX%RW-
zGa<it`jZm0?v<y;K&ii>MHS=Ic>pC^Wgazjz&>$n$EPoFc^AAcqmC;db2*e#JV+_r
z<_1Cm55}QJ97vnSNz3pms3j~L;C*sn$UO@}EMHOJ4p8Xtff9$HZXt$BI3IM&k9cj4
z#ox~yF`bH5{G%C<P56f3R00l>pZ<sn=?xt4E{x;SJ>=i`Tbg-e5q3IIy$ovpfyS$3
zyY<9;AzXl86c%{CvH=10ooeWA-;C)ay&n_sveAGNSx)Mvw`B40oY0n8BwV_~9jwo$
zf5~e;LYueu$dR2BpwfGT@y*L>$Dj-l-H1^hwt!4&5o$IFpJxx!FdqUXblk)+OirfC
zR^%{rD*!B|wV(@1*8ugMx4w9VMKHN#;$5pT7Jfmi6y+OR@x<`;O|?@p%iU_aj=5Ts
z3G=?hJ&<xk>JAXV-4@v6h<Ult6&XoTC2EQ?a8Sf-nEbWb8~TQLnGqxj83%IYw>8a^
z%rw_-J-{xjchi^o=9B0Wd~<#h^@wX-t@CBS9%bHsGJwP3AfO%i)}2mdtk2#*nQ#Tc
zVa$C`8wy`Iqh<PmNJTKqR{%()B(B)`LM`n0WT+xbfdLNxWdo9ZS|emNbivSs=y%M_
zul}-i|Df@!%>fdLR4-Dy<K3u+0$j#{7ak*ZSha@2QNPJu0?KuNW-KOX8VB2XZs;s7
z#ta=)=5!DnTzn9}FyiBd137($NsPmM_ApnVjNv21yGt@wSgD@8=o|Q3b&$y1L>XVs
z{XeS~tq{DMZ_ftaBk>t8=&NB|J0EvKhIfM%qs9*%lt;tozv*s@8<3(CS(|-SAC^qy
zw@G#%6g`=YsqT3#<&yI`W2IZEpT^JX)8DGr@bu;^zSZ5Weg>S8SZ0+0ao|;M8Ws<Y
z{gG_8xg8u`b1)1lqf~T3YFF=m?&6z54_#4%J@Az5|M8TDXC?8nMZ%k9ZA#DC9>!*G
zY}n(y822e$EY1Zi5yST}zr@np$#{YEqv&q)ZHsP*0nFmAYRF%DD@fu${_gfYjBRvK
zLbMNfP_Iv9Sc?OM>p(C*)fPAU1Q}5hNyAkRH30lFwUeja3wkld+C?jS3NZ6ks~*6T
zUS<Q_G?^b#SZhpYz~v133#+KTJm@aJsdt6@X9G8iQV;s#!wNpr09=<+X9kf*j6LN)
zkWq27!Q^^#2+FCntjjxU0iajMY-ic>8`N&Ut(TeR&RSVR%QI>(z5OZmn=J*HVw%_$
zQqrxZIl{&SnIPOai<Y#D=03V9_W*8E#zTY-pvP9N#>J?0y8^kvXOADvM7{Q+j4hD1
zd^!tMC><A|LA?7bsb<`gbvdS!sLqDw2iNWvJnOQ#a)n3Urqc~Zz>?&Z_4~b!hX8KS
zZVpd)J`wTt542qn(sS=cB}MOEnfm>=`G#?$*0eGOjK08(c>1Ce&02DQ=XPHI4N@Be
zRXlHQ+d`2T2D`3Gug^<=`(Y%p_tyecyZhzUld~ETCDOkxtpv*WP3pebIPU9hWXWFq
zh>6&XSI;SjB!z^tZBalG9eV5*s3yJyK?2bP(YVj!51FT<SjP&9T)rW@0BCT;Qh074
zDrxtfAM~hz<ToOnj5q^P#J)_W%hFdq#H*x`dNEh4GjI6>t#1Bna?#>r&+|iWv=97B
z(xTL=!b3tp@~74TNB;FFu<ZHV$2>zL{aH``v9<aL&v&$t=X0tta^L%Q(yT9hqM_kG
zr?)XR%Mz;nLWi|r2QtQ1dbA@opnBT0aRffZ08D@}A?}r(a{47d^-BfwFV~$0`34dr
zO2}#iKjJ__9-*<F@O&J4bO98gK+U2gJuvl+vK(I@#?4C;U#|YlVpK?V1rCV~@U?Rf
z#KE|09;!!72Tq8#J#b1SuMqkvf{E>O5yoLiGf08rHG;_$y7j2Zh$y!nT|FxOB(&V5
z>qqp#T6#bKgxoYAp)PWo)PK9$AP=<a(+r~S@M*JSt0a?PcOEbeJL&*TLB^fno2&(J
zcT$!-Ok{g+1H?=q$Z-ep=g@#c(nEMm3%;apQV)32AOn-(jRNMun5K<1feB(d(4_(C
zyY#p?y|Pt(1;F3^>mShFLL5^oIJW^LU(iADKCY?AQB416h~2WdYM5>XP=(HKt7ZOu
zmH(4ESO->0;wADE(yAX2x{3P~`+)E(dP^n!{5J?$m7?VTs>Fax8V$m@li>ag1ph<_
z1*0*-<m=iQAV&@;9cx>wydF&W_Jm3VR^c9pfJtr^$AMVb_8c7NWs;uFNzhOBzB-eK
zfqKbKpair%?i+N4k+$jk3D3t9{MAbUH}*al_iua&r69QdsC>8!peFXFi~Zacc-n$s
z+@U9y8H_eK1J1gYus4X#ExOC%mzezj^NJ`4{oIDY@K?i{0g>FnmYw&+p~rrL{UKZD
zZ>@4+nZFM1|JGw#Fi$t2gABZfDG&n*f>BYQRxq6^ek;p@LH9H6AZg_8P87%R_r7!8
zyV22@ysFRf^TV3K<j+&kUn1M4fu_s&mox7B>87-qsjyV$FH`uJLHwtO*zD_nmJRnv
z{&o>P)&5x_B9{B7MTV*OAD;_;G=@w!u2Ii=q4Ix(0<J@EN@!Aao@;UZz2+Mcdx?mH
zl++F4{*D<C*YrPa!98#PzPAVk_8)WiIrhI6`%iN9Rs3I$+RfWFE8Vp1#tv!Z{G+Jg
z-(-A6+%x`~h%dT-??2-00&mKKKNWpr`9}dE7Tb?#a4Y}n9J};iZ^spjcoMGJks9-V
zE%x<|*!^8W@wXDj`~Q#P|FcIC?+Q?x#?r|DlFc9qJxn-|0-VfcPOrVtQ_uExk+t(1
z1@q5;f2T^&EyHI97yzDFz8bCN|GK3<7!tEUO^3KIk6q1NU(R^1B4`Z$BZx}w$idMg
zf4hZ$g<$`P+&|y=_F!BXxCWXJVwu^RIy${IGqQnyXJ>4Q#V1I^MFaol5g#uvm%u+i
z7W(VQA|f=La%Q#`POoYBxxmkqX*g9O_GUDknu^AjW+qNFoGQ-7PKckpv@x;(f1&Zl
z6#VidE-nEY&KG8HEM7Z-e+j;qwzIZ-t730tVumGf^B}1=PL4`uZ>8;Q?CosLY@KKX
zX*i#~v34?h3;u6y<Ye~5%*4*rj7Cfh>#s$-B5gLJN9k(BiP?T3j=@2b%SR5$Vaf=>
z$;HY?R*{%X@1NI>&uNy`W*Qv7VsEj!4sR1)VH%5Oldb+@y2O=C6aJQDDV4A1ZFG28
zMflleljD#2Ji8|MnUs-VqRG&09_NkK`W5KmkHaAkFk0CCdgpp9(z#jKkg^O{6TRs6
zFw%z4|I<Gz<==+aOzG(8FpmF^XDQ84Ci1>f*3d|R?So8J)3lZNzdxl}VzoI4|A7>@
zxX0<P^s&jmm-E{Sz1nUj;vG3W#Cox;A~Vxm_V1Mr>`+FrS}He)e%?G$F240YUS>xk
zw&r=<w*;eq|6Rt+W4xuUS7uEKmZ<+@GrZ6<!E+BAadiH@QJ2%cOm>khe;QR;|Ho$T
zBA%PGV>bHljb1&$eFAY;9oxy#M*8=@_{<=l>&e;n@4u61dPmbUk=5hHIfV5;PVWNo
z+%<R7>VKc?dE@O@(^P85?gi@q<G5!L&y|_!{oflLw11rcWk$9N`G1H@6XLn&`hms&
z5+z@+o2|dp|4jHl#O;(4{@lS6ZtH)a{h>Qz>;GRm(%)Asv!{Ctr49Qs-exro|K~yY
z79ln|iSQG{Immil?SeoT3|WsQ*aFxq6il86psy1EZsF7AzX3F;#&(LViu1LQ#gEjP
zi)8_L#U`ju*$2Z*o=fWiB?%y_!GTZGS%tZk|L4ISn%wL|79AJ>?Y8}O#gA)YMQ_JV
zLp>hU@4-K{GO@s;jeMHRak(#6R<al1<C5HTn_wKJW%l$pPj?noSy^oBAA$>E@X1wG
zrYisECHPyWk`vD1g^#0UM(`+JGI8d#Qvj<f!dy}`{j{CYaJM|t(|UKdMUb}1ey$b%
zD+3MN&ZQ|}!k`;rr3V;Dr~pP4MtUqhP!v77?*Vcz`T^%_ir$|cZtdpI0w+!!40dqY
z8eiJD^RLUao{f;9;f7fdkK^1wx3P1dfU_8aXyKMcT2dDwpC&-6RltaiJhKLnK7f;d
zf9eYMR3oZ{XX+_HZIH5q2f*?6a%V+%Ad#I&Q84U49MXB#|M6LQe|^@n_{H4a>$CLh
zvr&^s+Wibk|F_>SR>V$(ir|w<3&;TB2C67Wb;~<dvx1BzPz!+lJauuzX9qa01_#L_
ztHgTGBPcNaK^>dU9h`sZj`iZ3>-J_z$kgj(dun#*RIASE&1W=S_6M?{cE3g0p%>oC
z77;~;M~&66#BTTT&AWFe09###_a+6EqBWw`Mz1J!!oVO<Zgn}E|6CCXGfGz=TyB?L
z;}pfWZ`a&>(AuNrsI%c=b-W#o#&xyY5{4p4j;~FCV4_TQ^6g;u%b+tL5;DkCk6mzP
zd@n(Y!k<~;hxZbzLCZSmWp8zA9B^`Wo=d)1g#p3OI?q*`KVcF#*=e$vzs<`KMj_&`
zX!rs(aoGN~CaRIWo-*FJ>6_nACF9L@4$0IdNuDR%&$g)@T0IUj+9qzk=HJ>Fz!hn_
zeN||By6W(tQ?awwTbGXTp_|rw-`km`s-NrqxcqX}Zyw^SX(^1Vg};BaUP4nj@*7Jk
z1%DyW5U24P>5_f%`b)A6U&F_zoL819q0WZQ&ItV{CR$0seGSrwe%eiI@^&FayFVkn
z?iXqpc=D-->da5a)v8nH%~-&o;Rk1@>#TmW;-V;Dug*7oz0Z0Lp8YzK`U*K%4lYjz
zq2parha4sA@|Vs8406rn6c?LT<cA|aCR``C7q_~IZ^fwkFyGY-Nvh3fJFBCqi@k;G
zoD%x7dFhDVJz@dNCx=WHB@NI_Oq?gkQ*&H)aUzS$pR-i9Z5Q0$-;YY@nY4-Qdwh=7
z>A{G!Onvzw=2lLN`8A%q!TC2b8Ke&~9lzf&^G&GOCzM-|J9qc1MIOO4>!>ah44x=9
zl`Ly_p>H&v^4M?;`}+Q6Yz|*Ie!l>m3OFv|R^wTyvrfY5pae^*h^Qvu(YAG@0LE@y
zI=op^@Sw?dO4x(o7<Bt{je7Cw-HEF$VE8UFE%Tde`PQBHf5_(0(}OQAcf7&4DmYZP
z5rPigtfl3HzGl2*Y8k|B*7u7%O*QHX9`PNLy(L{mse84LKHgG|d%+^Ta7rJ{9i~;#
zC>!9E1gUuI(4y->e<a@cj{ZE7ynOzhFZEd?&H!;-+!QfoR6;<5$gXk=?DKPj<adjN
zVG$3!i7}%@zyDu+y>(dBVb?B74W)#nfOI3>A<_s8C5;k_lnBz@AxOiJL!*SWbcce3
zfFL0$Al(Q<=Xpln_nhyXv-kdcxVWC*6RYlf-K#V>svomKP%usqL*6Xe$JhHibT?54
z1=1I(&7sk+N9R~&QG|IzD7uGJ=6_<kKffF~S$rxrdi>h7WsIx9^~H<-UWD=o{Qf{$
zHpm{C(8rSf&FAsODM8YvK0lk)l9dF?3}9L-7z<eQ$OreN<_uWmn2Imlrfm-}J@Upt
zKjx8p%Mx{i6+Xk#o_<Y$$;0S@H(QDH3k1a1vVX|;yB5F14mFZ2O=h&eXW~sStmc8_
z=*Hv9??H{V=t{(O7ra+yK0zy|G4-x`+_~j%z6^(yQ78|md_vs_c&pnY`(CZ>bn*KW
z6Wk*Ei<b-oaTpmobY7;LM8PQvb+mr);J8F<N@D0XKKy>CLhxxkq@+1WGnSd!fE0@6
zYIsx5YSIxK?>Uo-bU-e*H-E<fAD+^zwg^kLMm=CE0%d-*l5boea~-^B_wG1!s+KN3
zt!{|8MyEaP08l)SNXI3ZLri_NSv%6(Qip#Rbr!`xwF3{SK7j1_h;^Mk?M*~@8Z9hC
zV$~rmMJU=oKbhzevv<dtbywv`DmXL}#dV2ge}vRFl2lRF7hRmw&I^)fD@%ejK#}P1
z+v|?KfH+TZ#xVpH#4XQ~X?@#{hWqc^siW0U7qBZsY&Fxq!&F@F2_$WnC!_gz&v%c$
zQO5nmB(xw}<B}RNRLS0$c){|7{1>C4{CRD-h4tQyHEu<owcQMjH`$HGVhh&wP?s3t
z<xRM0^iBG|NI_8d)+LVCEytaK>QT_EC9E5ZcS1gYgK4{9v*uL|7WWHVTdC(OuYep)
zY`eC>w{ZzNgwqlAb!XQaS_LSmI<iQ)Y}a;!9Z~Ol^g}3+W?|*zZ$^J?%nc;kQA&d;
zK*~iquyoVqk|*XfPhJp>ncjV=@X)9<!A~z=jNkO8y>94#=m*KMnZ*7&dpKd<Ax_7G
z)AFc;UWR4g#?WcqkiOHIpbZ11k1oC}OlgCuOwn#k0S}hC{rF@UDoAL^RG9NRF7mf-
zb{+y(`Z$kw?RnM9c~tG2<gjc-#J(TyjTI%lKKeB<`Tyd?!q)Hf2&Y&|Ubop^K3()v
z%<_mYBS7e@QfHQ*bghpy+XoQk!wQFYCo9pRr?f<T`vZnT7hpOxJ|1?vO)-|@>QA{p
zn4)DN?N3fiLVhf{J07n8>>TBJ%zxff<mho2n-i#t_f-5<m6&WYF58bkPq!sDpWtS+
zW-Azz^cJg=I;d9AsKlEeq9^}3ueez_*!TF$SJ$4g-?;~o8gC!tlI?VnHX#D<6JrP9
zd>z`dWHcU4D+`g2Oq>q#lhKDiGyP@IK&Lt&B8Q~vtvx5x=C2y#ui;fGgGA=5mz2n8
zTaSE}vT*hC>_7B8s*pNlN{c<wK9wTgD+7}q2gs_?EAbD@Z@nD1pG?IAeggd1gyn^i
z217ND>BVo6x&EN%`=Le_$6I&=BAE6P#qp3r>r{)Q04b0>z6}II1O!D96=|D+@t%jn
ztO&X|QP!xL5Sqt6ryY6ov=97*qc4V(^Ma)Pv7sl~=*llnrx=`l##K=%)|O$q$(yp$
z{QPW<-rdX=)}8qyKO5<=KYc-LJr#hQ9rxJ;o}X}0hR0@0k4TR@Z0e>yKjLwX9Ok9&
zfXdFfFOde_xb8E>{P68rd*DGYd0dSN>xc};XoOhyEkNS8??^s}1){`grde(Yy<=JN
z5`4#!ucCs=>=!zwNtxj*l!)n$RldT$K65@nBYF%_v8CllZ%f{qx4k@0p?>e0Gx0Bi
zu9{$v5M7P)Y(VY<ddl_ONm~l;QFZp!UF2lTCr977#w~yX681snp3f5@Q8AoBR;e@P
z@k@}RhZTJMC?_<I&WKol88NVg`aB2g;$&|x>(ms?m&k7I{4p)DeX~vBrDuNk44<7o
z%*U!e0VDLlg$?zX$dimGUgy=mT96Vhk7d>Oc;ECYQMrWA%)wn*#fxa)Z5F&{D?J)(
znDG5RY&{9%YvS9L@IDE;cWQvagm)Je9PWUA`ydr3TI!?61dxQDi?_DA8B!aQ7ZdP{
zte(_bDPU$zxwDtp^MZy?#A4#?6Y?GssONr=gK80`ZNP$tyB{`ZZ|!aRk+4esO`&YZ
zZnkav;s&RVam^vW-4^mMk<H5qXD>TL1EEW6fSfat%BUFCp}VVjuHnw{mfaEmfoMRF
zdZyd-YtjDPcvK`E0w}mptVznB0r8G|6Nm*Vjrjr<TXPyb9e$p>sCYd*W_xq3k@%0(
zXHC_2`Fn`!V?(vxGDybSo8a}Ki@b}RZ4r+mwE6x@>+f(kWN3&v##4Buaea0CNbjat
z^2vUULYyEYLU(sp(UqJ(7AoNoh?V;2`o{LRtF7XRa}i&rP#nfFGtrCgwzW*3tP~|8
z2Q8ToC%$5dOj_h<S<&j_bnJJFzWt`?q_gX^SnjFFK2O<u9I?72CwR#qy}EzH>L+x%
zSM$`=!_5e|4C&kSbs%;$ay(ZqY;mjP0C8O3PF?dLWmNPV*2+C~BC;Dbz}E2WTGbH8
zA+OH{f-MK7Y^wI4n?=gi5$f@$>tjY=kL21FT?cXsbP(vNn(xjRLVAus|HF^8`L@Lw
zl<+6$+U7Jok6K=RwNSrvd{ahUUzgB4)95|>=lEWOw$YRt)9Eil-jDemZOhzH^@z%@
z_<%S;rl%E)r@9v7a-Lhw*QCw(w2wRp&1niR9FE6-4CpuZPz@P_aAoU{oS?0)&--6Z
z2uJ$v(dKLm6vM~I2P9fDW+>uZ+(Y|B{Wa0#Dk<2a<crHhAzT8s1(kQ0P+6hM@X3^K
z`vke11riZjT3*_kxcS|F7+;#?I~ot`t}U8la?Tpq?zLkxBBJYmZoe-@PjdU`UsV`S
zto?UtCxV!)u8aV6#1G^1V?x_UKa{r}0VDq<4eOdO)t7HvK%GuczBA={CtX7~N^Jbs
z@l)OajD()~is4eq=y*>TjowH1(YP<<!}fRdc|(kw-CVaNAA8?Ke(?wtio@+vEaVyZ
zzzn-<LW0AS$q~084*46_#1^NU3A;f3fv>#qPQKs`BKCt0Ya?qiF6{e7<+a5O!J-Ro
zc}=_k;<R<4Fpa$NOxOVHuUCii3wp#Uq1AkwFP8*ucGDWg-M{AXxCcj7X}zr^FFBS?
zVmkTXGaA02vkdoLOdTVve@c!L;>yo%U^DD;`)9-^H?YjG=H_Nc1-8e7g8cI@ng{TE
z#D^nqy-(zV@1G#&dtfN~w;d9%yK^6z)q9tkG9M(za5l8#z4wi6^m_TioJK7Y=9vMv
z|BaYfM(ppdQAm%Be`cT<7AldPV&eXL5Jrn-5LTc`2NhqTJ8gLkOG!#&e!H}$u<~d{
z<3=EMUw)$9d<Jz`z-S{xEl>b4uo69RV&*JT3RPNN+xD>io>l1FBhZ3tXuGXgV^ttc
z<N(t$|Mrs^0#ho){fg#-L-)pf1@B|!YRFi-c@Mo&%=?P^`*8coK}#%4>QA@nr5@3^
zt@myK@BwU*1NGZpK^i&v>X}LE&AP5$gPB(!1p=KO$7yVx6;2;+XP_C5vy)3_Pxp5e
zbF#nR*lNB0_Wa~ewRZ+QrQbGc;G`uwec&rAqJiNKYnYXtxB0<tp>wxf^G&F(5@mA+
z(_cZ2N~V(V==*CJI_Tj=+7LcT-QI8`Et1cXcV2~$mj+rBHI{Fh)?DSppRvsNxHbF=
zY`Lu|kbnEdv4>owYVV`R4Lz*i=;9g%Fz1VBs;!2$GkeVZpKnxbnxBJ#9|#SHg>r7(
z10P2{!h6eyIRSJzIt*2ssukNo$A0fNKXjO?EzOO$TR&`Qi9h=;;ymgh-`5hirrex`
z7Qpm562<Xovzy5+OotHX)80LjWtMSGj88B8{J$g-<eWzjhzw>`qu1h-Z2l{rz55D(
z`Un3${7K0Nt5wIr%No1bn3-#RN{I{|!u6g#QG5X<v>BY`i()vM)ldw{AZp)=vMYUu
za?w{EyDZ<=>=qxj$uUrc8cJCGwrvW4dViJobN{u1Ryst(K=+RU^0}Tti~F!M_zVra
z0a28Jsu!zEe}?81r43Cw*R#o1A<xt!uGX4gJib#;{aFApSbMT<U54KH&(8CUL~-fO
zqB0_^4S@@L7bbw9Lul7O=C|BRfb^`FX><^2$*g~Zg1nM}(p6ux>*2hj96R=otFnx>
zw*1FkT%U@w^y7tT97Y7G{c3?DcHd=`U99S)=L2+mE(M|m_ky^MN(B3e^a!D}$=n#l
zd!FRpEJZ^f5w)|bLG8E=%I^m%$1Zpl`^F(nW%Ip0quXK<np@Jj|Blm;ErWs-dFN_4
z6jqPk3KQ7*oqieY(ON?NB~3I5QwqSUfAnXWxJ4cokbq0ny4Rn}6yHSn*Vd&NQ~9M5
z*Y1z|n6Ih08KwNL#^x&>McPmzPqf`E+x|X&%iS3_pfP{`*Td(5V)lD6xQ}YGj{(b=
zc>LuT_~g<O6Uvz;PMaWe4+fK$u)}_=Ga17s&H{E{@e5-u%~?z7@%D}%10oYYsz27^
z9}fSkIC^87_mjGH^gg0oP4FaCdV~(CFPLp~Uh9eud-B%n!K<!<9(fL>Ln_1e{mOgy
z(=%MUbMYWA$-`NymU|t2s9sPnDuEkrI8ww}bhu<ah0D<9s_j2>p85OtZ^hMzv)|Rs
zX<%os(_^vsX_~K;QIsfWGBEyPQrI#I)Tu5T*mFQRz8NsYMIv<3wY)rCH>u)a)XXtF
zuFBL{Dp#4$Pi8EH)oS*)HOtT?Z*#vahAA%#YF_?WzcX{1dbzGU1gb>le%t54a=#>_
z_{NkWXI_SQcA@2knoJYU2FXRI<_n?R?8EsqflX|L<e41UM+PH-x|K}T#9BAAt`d%x
zbGw$>Q|fP7w!qH*_Awu*WAzrwdcmUvd4Q!qNKa=hu_k@rG=+pom{LV%&*tG`K08T9
z1M;bi)>Xd(+c<l>jWHHvNiJX;o01q1PH?>5%XL?*T|;LktJ&sbHa&XM_m%26y&UMz
zEK+n-=V=VWFk-uw^X~Zu8u{5s*;|&Q@m+~NYvEvYUHvs*^)@X2OhwpnbSl)`@B1p_
z$2yv&{g8yiousFi)MS`F@@Be)D28$m=t<2DSGR;ROK=qmUg_BcM=in<p7ra+y~?Og
zG@bF05SVvKAHts$kDK_nM8t>5XDi5^%X(){6Pttq_kZDf^1B3|l-d}pk4P)<bW;a)
z3rnnsPC3sK*J&v+sgN7DtNy(XIi%6E))rD*?EfQe2b}5rceUkvu(LiYg4pQ;49vFs
z4E$$`;TLtiY}Yn8d1!pYML|Bk9Hr{x#xnP@pyHo7lJCN*u#Bz{b=%ebwrSQ&Q@PKu
zylyRwq(arvcX8lIuD&xM81;5qomXU{B=l$q`xXLvC6o=#>ChSxgqmHEc1@GyS~71H
zxis!1w}|Ton<YUrS(~n>-qcaRD{QGm;I2xmw9_7^frGJ#j{0`gb%_N6TQd|mC2tNh
z4O&;udy^K1Hg01MdrQ@!tPjdlxR{DpimU0iYg2!~V%GneJ4uYH6<i6h7`%Q4M5q34
zqutqK%7@3SS~6`WdWLhGc|p7^TxF94eZm-TpT|UH2*$&OKJ$rjC@nhA@#;I#RTYPQ
z>^LzieMuU^_qxdKXy{q%c(2d9i-yJlIew|vonMwq=I2ftlo_=lsh0jyl6;m_^Yz=!
z%ez}^yuBl=Ng?yP?nTh>$?kd{u8qL=(dx!=mwTVHQ_m%Y-DluutJB_YHNOI9Z#@Q8
zH`&8~CWbR|fWWYAtDD)I_pL#O666C9%SjbQ9$Lg|EEUroBC&-E++U!)M#ZCG$nE-+
z5W)4ZPheORcO>~)9omp2-@o6A{1qq2fF;~pwsZoPunP}sZ~oL^*CSD%p0?FLI01uZ
z>GeVh6qjMYHMNFg^gt67?ZUM?>N!7JY2===jqtUOHRa`SrWttgdF!^vpIJ`3xt0D3
z%({hHhAIa>z>sdFzN+_966$VJZ>{geIj2Ucgr<%bm)~nVQAM7IhVwxiqWrfi^}(z{
zKwxBbdaGzr%ER!E<MIHb^eUqxgBuV-C)xgCsln^J3~|K@wf9KuVN^#uMK7t67rZar
z^#|t>!$=v6aOZ?TfDU1IA+vCA<sXuA;i9<wCN}J)3E!)obO$rPJunu+?ecUVM7H~Y
zOVV9|d6Oyp=gkQI6o71`|J4|3+{WwBLHazz$uDKSUspoDo%eHtNqP-G4aP}pUdLF|
z9{QUe$PDpK83cK>*%ZWN#Qc^}E)MKp`L+)|FvBlBFD#!lw_1JE3=*AZN~=8;5)Sj{
zPn^1WP2TAsUuWJfuIwvNN)qn;C3P32i0*K3#F`Can0)5ts!uq*1w*U+Sw#v0na`OP
zVXvq^RsG9?_29j;+Q{b{Y94<kL2lRVbnO;(<Ej<7{xBKAHk}lQ5M}9iQ5|C8Tisq>
z@$qeKdYChQkPF4t!c-_U!6PZQ-^?~Me_RW-do~vsHxT>0-jpT<B?||oNcu2I1-Qu9
zA#+o2#35HytWw@HiV^~**CRD>*PO=NLv%hVI(}krP9r(UfT(wS+g8JMf9JUpP7z(@
zOJAzx<o01AWk~9Qv>=~$oK?jxu9@Q{F0)5!e>M1$F~chYt{H2vA?@Q-Y-V6X%72TP
z@BC~Dw95V>ofXO=y)AI)p@O!36~=;1Qx%gK_vr7VT5Hwv5WB9)v&RG4ehlfR!8$M=
zfz3Qdm?o|$KJ(_q`E!xo%6?l)>sM2`23W;A|6cI8CI8I<@}^0Fn>L6LF&SyXSz2tw
zprc?qfa$S8<x>8YHbT5O6|gwJK?74abYzQ2URfn1N-k_>H@LLMpB>oQR9E4LnEMT+
z`O2p5C51J}a1g4OX#3rLpqF3;Z!EI@;1$8Si!1tA(n@WK#KX^ssLNBq*Ee0(^P={;
zkt%8+rIp{#jN1C(HjrM9E<XE11%Cpq?!8n)2pf%6(Jc8t!<HsW?Hm=`LbcXqf`{|v
zp$W68^`+?Dxkz4dwNO%KF0!z8_->#lXPD7c;U5%#mbQoJ#s#6$&ywbM83ZQ2_fhzT
z<l&RNs5Ey4u;jCuuTm`>Ta4Zva#QCkzAOL1X?jEW-L^$EZ;f60*Lw5$+S^Gxt5vEu
z_ESH>Ufr5r-F&{a9ON~J#SPFt_PMVS(AsAAo7Spqg&svq=2ObJ50!^92ISigGh?6B
zU;$m+U7`(!H<z&1dZrSakJ>2y)}FZLx`ntATYq3tm*+h^hE`Uq!I?G@T37(xwQ)Vk
z84nwMHBLVw%|S?o^t+49T0tSgNt@MXD$ANSp12VcaY;})_D>9!k@06EB_nZ2l-Ip_
zqkaMzIX#XXF#TP19<))y%blT)0<Jkvs$vO~wp?QFo*;e_zuR}Fw)Es6=M1KgFL-#8
zy0~#+W>q#0VF^0imPN2CpR4Id<Z5MfrMVtgugJ^z_~-3!81II3(Zl^6j^>*6slPUq
zY~?6H!cFvEE(EMs=cTbLExIU^F{w!3m(hNRZC53@`GKx)>%01R0tIWQNxvSU;xN*T
z{;Vmj7eJuD>@<k}6-YcDxUPKq=|En0jMFn}U`d3U8PV*vV`JR%%Bkm9*mS*WMziDB
z+32OU(w_Tkv1D1Y1(>$x%7ORSb!0yE!0>U1rcb>L2kU>jP#Q`LIr_{q?E6v;x%>2E
z-mP)hnpy4Jd0zNqzRmi~k`Xa@K&x31BOtq~ztdQ~MTdD>s1#6|Yq|Jg<fPS^IqaFI
zri`B8&kGPowCN|SCC{B4RoWAjb`F(TJp9WTG8wzkv(F`$E~dEZeS{{=x+VSbHuY89
zk@lxf0m<uQCPWxM^;Zkwk`x+)+P_LRrIvVkL5Zkp<PX&I(851zL%1oo8TrT^+>{_h
zg}6l)4?oqPPq^)%z@?m)djZmSHS0VS*!ZWgUHJV<SttI&QNS9pBw|1SAcJFHg0VoV
z`NVCf@zqKo2bKp9gEU7k7zK^nMU$7Z$U8_DM_Z^@@+>syve%|SdOLDL%IY_Fvt=8;
z$onL7>h+4-w`58xY-7TRI2{Z%Hz|jkRx`=2LV<3=@yj%r%XX{ipq^hj-GqK)eNafq
zn@ugg#%0q{=A;SZt2g?TaQm?vdmCpXdU(74O8ImB?Vg4~Wwid2aEu05F*QSu4nZLo
zWmF1ah66v!lYy{m&BDEympTke{T}%7`q5q=JCjkeZ{ov*w^b&3{Q4ODuf31_DCprm
za8D!4YOlWQa>x_jj!6Z6I<)!P1zrNwnoTte<$P}TPx<!o(-D(n8dq=h-p;rC-~9ae
zWM{yK`by)eMm{h#r{9h1Ik#3Thm;rp)N?ZS<veF9gJtD&imC8)$2}rclVy$}>Pcyn
z#F{WtwjrkvUs5}9#N(_@MKu7v)@zzfFVZ#V=GIK#OiUX9*U_^lz=RML&@lJgzb^mL
z*?M2}DFKhzD;_#2rTpWwpT(wSHCZY<h=)eaPKCw-^9DDAW2e@#{QmO?nIb$}1(h!L
z45aVpQkwGU=G}|r6&+%-ds{&kwA{m9@}<%GFRqV3%u|9VGDM^O@A9X|rJTz$;T8LD
zX1*F?VY>YDp$~?`48y)r!Fza^nGjBvex$vRvI9+VRN5DKkw8-osv$Euh|Bn(*|;U6
zoZhB9hVscPi$R^!f}#{wlc)RrW|j|9Xh(Y#7DJAL2SD^Ae%b!PPbC6&mY%$;7EP5B
zhY1TsQ4%IrE_qul9dz18B!AcjLe+44QojC0;Oqq^c0c#qZi30<%)kC0MuJT+DTwdd
zHJK4W-;tqB_XIFC#rfOqS1#r58)t^=(4Ds>%ZIW{wDJ%R%PE#SGv@`N8c3DHvEWEa
zi5>oQ%!~N~y)a_fS#H1E>}PWgFHYnu87|PHRLc!uTv9_VhKZ1%!5GF>Wemc(*|F_x
z@_&-x;*LqZijF^f*7}JH6e{nD|6`vpKCqLd4vzP{6iysy2l%$is-sAHxx$6sfK;M@
zbXjE@q3!C7lSx`)X4to%_4k(K=lj}JTc#c>CtC2B{74C6UF(22P~;78O%i<Q2Bk(y
z7KEEfy4Sh?hc+9WzRS4$nF`aI^zKDT@L66OCO!8-LJWmQo-EHKj(C1a(0m%5oJS`(
z$_xpNPA<!7-^_0FY6izx(fV@S0PDQ=w)Fl6egy~7(mztf;6o67B>#JRd(XzWwkKF8
zagIo*AMMd`4N9a6bV;|oAgitDW*ODTb+#7?X@XL4RB!GRunM%fkBv`;w7t=@t$(il
z%coF8t0Qh;zS(@n^^W^Xqb&fuba=lG$7$hFU{BsG@7S1f|FgSA#v*;#cDN+Rqdgyx
z_`^8xzO^`n{mDUD|9K$=+&<6OqQ{K-Q`2o|lvzBDB6`mewBKDWgDUqyO8ccf=!zAY
z^I+u0e2@9g4-5nc<cy!73Hb~Vt4~3z&TNzGoBuC2!^y~)kW$(iv>ax*j3~>6;YXM2
zeH7%6-90nEp0djRc1NT4^835rvTsrZ9N($p@tQxwRS%8Sin<qAz#XJIF74yW!Od}X
z+7?Zlz|cThWvfI>Qh_`fn|~)`bL{%+BGmjk>)TAZVMAm$8Y?N&d1gx!A`Nn%mv|#e
zjtci1cTp<yN#?@j=X;CM3xY}XG3FbvP%p#i$p#pv?A55AU9|urx^-fEy%e4FHXn}o
z`fK*S%Xy-<I%>tS{~REhgmGT&_t4%P7E0};qqhISvq$kfE@=XqB{}{R&2x|?WLq4{
zOuhXHUcmEb&t5o#k>Lws>_z#Tg-FOKdtl2#Si)`FpwWS6-+Xu>2AzQv#7i5R<dCX7
zZOG;a=@gVpRCGfm5IT;H)+JigH*&FSC~SDnY1+q4B)nKoHwMkn?XR2qZCgA)jrV|_
z2@y<g-(2jB)jfX4EkY-*B4xa*Ai-C{-6XoQLz$d6N}Jy~=1ka6_3PV?JEDhNAIK}Z
zCX$|VL}{CUV~30NFvUnLYkiT?$n#)C;I;H`50|31-X?6V*d`CjGc3uSt|Lt^%~rlA
zc^oXr5lCXN5UhkfKFkF@$tJ|P2O2($#KZoe7ntgi2k)orukY@(AC=k5Aetsx-(Fvy
znVkWRHl(@+?OE@WzYpZBcL9mz{w3JHaZwZxZ3iGtyF`t#o4CI9=3Vr_#{_zKN|@rG
zfy=66^!xo1`2Rjg*NX98$mZw;8b)7aCuYAm{;;%LyiPFflMnf?RF-KLn>%G3xa0y&
zJ^jbqy~K<yUx8S-wug#GJ!-(7l;OM`5k4ZvLFk*W^_w|S1&1cQ+p{7_r^BB6QWV~1
z%g*<(Hdcpdd3;gGqYDZGkuIFAY#R{H*}G5OGsG&s-3wi&qVJ^skFNo>g~I$o>Uv4)
zQkrg4^dtUNZ#<)J>_eLzF+isIqO23nqwjZIo&D|_xNFiC&`81y29ZE5BI?m|&i6cr
zyvHCY-JdD=&EHp)(hKv)T3W)+Al~nWx$Wi&K&ryjsvroR5mle@L-E&iFu@IqyW;;|
z9>CU0`=l_Cr=5I3gz;Hj(1WE6W-0sm@phX=U{U^%*>`9H$Lswk`6jcSdPxO&@jY9_
z?JtswP|2+)`B2RkHiSxpe7vRb8yz+u%yUw?K1Gknpft(!GbtXX);D}mA!T^nW}^Lu
z@Mf~m#jX~_{SLuX^oCeoGq=^3^xS7sMptNB(b;%Z!g*%COH}g#G^}&FH(;JJej4ca
zR}n({FSV!MFc+z=&iAdzTgV&m(J#^_S`^#YBSf%yMFGA&p0f(dIL|0yp0jC0?$w4r
z;c;i2e$PW@&xPMJj+O@4(CHW!;>x!6AU5#O3i#5ADo?blC6f{<)6`}5%mBy5;DK*8
zY|K7oYRo5H!~kjOY8?=yh`Q1B$z)J3_4tm`uoj5Dt)7cPvQGrQbok*sDl%!toH2A0
z{T0Y@>&TPBy>_@KCR;XjE54TXYRkL@jm?_7NS4rt`Bra{f`7!K??e;hy(6Hf>2nCr
zh#78?WrO84m%V4CDhRfaoHItwma&`(l)*=Y7jVJXMBICZm1YXIm4+^-b9{coe<i(-
z7mQ~L)Y2U&#)BYt$ZGA#4;u4aX;JdfeokcPiKo=baL|R8f=I9Z`wAW;={KJ{<oHLi
zZb_ZpOlZ9h5|S`9iFC_=hzCrdt7E?^c{^1FxpC(*tXf{J6H0Nn9i*P|AO+=<*7jm<
z+{<yo5;$;`TG63enva5-*m_TN1t5+W_o&A%UAKPO&9zYYpZ<k@0U3D;*(tSfgYqvs
zKCdhCStQ@-!>v1-_@kQj$k4;1LAfWEmIvz8)>>Ojsy*yyq))7O@vFX#v;;_f5+qCK
z1^NS}p71F^6ma<V!|E}DLe<gf8c4O{>RAn>-oxB@S5Q)NC-1l42kMRrbg9$#=EFHM
zKztl)&IB|qxPs=7mF+M+F1z0v=ywgxh57WdRCAKf1THppWcE{`XKEPA5GOKYs8cv$
z#$xk<3d9*NzeoUkXFN0DP6=J*$)SQ7pa<n$=LUD1066LNt>_%fQiRZ@$zS5DZ}2KH
ziGYb<+i}pHgO_b@0@}_})YJS8FZ80?YwYiVbUdXpi<zPUa3mD5UMZnHCo*)()5R;v
zS>Bc1APVMUFjnm221w3Gpux>&$5WJZ(6{xKXA!80b@M>lDKAZ@GkBmkpZ3+O$^8ok
zzlrk>-`*&H>W%5zH!@}Wqf=Ax;#>d$C;v?{;FJW~ovCerPo)Cy1K{2jo8JBemUat|
z$IQ%J=;$5*Ai7`U`5ci#PYF<=$VT12V0v!9b({&CBkmp32|WK$0@|3U1}`Zi8ydVh
z-9J`9g4x4V*z3^R=ywPYdw}AP%qBghZP>53m~pu8A7xMG7Lk(hNE?%ooRlTy13Fmj
zqs{B09E{FTyiSYP9u|uyLD{RGLeufblc=7`FG?1ro?o6o@IB8G6;kT#Rx7_LoBd3w
zi&w?F{}(oSQMJ4k1n3Rlo}#HZDA5>@x<fvkfQY*nv0}8bSc_6l=y*vF3E_hZZ<c>4
zDY}`)D*SME%6I?-#iOW1)ctr)+iQB}UvyHPnx<@hn}6e6iGO$aKgkBx`;s@0{{|8S
zyzu{X$JFES=absIgdVfbG+vhrmZ8I-t7WjG;oR8HCxCd*0I4deAm+NMGwkQIN;}Jn
zwT9R)Vs68^04n&Rmn0noy2Q2<10SOeCkA-3+pYR$eK%0?2`qY-75a`NGj-@>$cA<>
z19ajrPF|6{Pw;R|j;PG;mx@3`R$hId`cI6Mf!Ho>dsh*U$V9+@<`VD5bjFgh3=nSK
zeqirYOA%Ghv8(Q_X>EeCC2cb}8cFlSr=EEVELz*3_?!Qd6Pj?nO3<^d<LMCI<gQ+-
z!aw}agJSR~Gjf<FBOeNIS#miSX+KkY#0P{)&Pfd1WxD`8Jf9}dZIp#Ncrkx-Z9Rt+
zxHh=@z2{e0;_-&}%`eUj3t0O2QkF1sh{nFq<Vt@^CuVHoIbeTZ$GEqkyML82zj|BR
zq>mFd@G;QP+z-x(_}+*59n0EN_6M~R1>sJQmh80vb~Wv2J^2&E!I6u$$C!gG?lfqZ
zx?x+DegHLpyBX>p8+YbO<>QsH&^Q36C&iBZ1;B<bfY8M;XL2YR3B#_8dZQDcntxX;
zM7fTWe|gCu+*Tovy>u$<hu4<HQBe&34_^DkHcHw5D`={Z>>158xtN~74earK?LbUr
zB*>;M7SDZ>-}O!4=k_hlilGUYS$&#u+9JgmGs^z=B8Qg`g9G54_S<nGTQsf2j@3a?
z%(tHjfpFt_yHOD6ya6(&Hp-%0l0)varia)|>wvUyYx7=XRO-890T}Tuk4UV((yD!C
z{U85l!Uf&moR!gwr0=?Xho)!f3{!dI!<G*!N#ZzElgx@n6Djm8kQIZ(-{2~+mS2Yh
zB*@b(le)+?=eAtQNmx3h=D>V+w>r>%so&Gd=ppub*~EAhwS-=S<n>}m{y&No2R9CW
zO3rJ0`<}iV<nWw>&-z9Q==`x4=r3@rwjJwk0AZ}vKVCynNkIjGYWnza)3K3EO1k4=
z!d7?byB){M*@R=hs@G?nk`#zB3X=LEFJk&|rWl?pN`5<|Dc9$~gGJOi5L1SkUnj>L
z$-3~Q$(7Q;6eAP3O3m3zY!Fhm;2V9$qXL|HAc?1KhfYaa&1Qs5tm=l`Yg)KLz2yN+
zF;*Wf9*V{vX&ANjaaX_oif0{WOWk{0t}?uL{?s2R5(Z@7^tWF|j?uYS2d;w9rl?r@
zr{mS#WC#0<F`@zuz(xl0p=}~<`_WE2SAeE_2l_}^j|-{oB!~X>KWrf0$N`?6N#<pr
zpBb%P32WPG1W);)h0L`@I<$&pYIm$cbmG<<@ApAVJZR(V;)Afvu8g5|lR}7b`yI>}
zLXd(={JQasiNd=}N4gF}GuDbbz8bZ)7MA8$%8OKm%J|^rOOGl9rm+(WfVvmZ)sUG!
z=^B&z((8k6FCZbfCB1T6LpYf9-P#8_)fs;08w-=CitXlTVJTK$7uD|+%|?>*gff?p
zcy3qrXhBo27qFx{inD4`F2<35O}8JZrp4O<_aE0G052;HZtgc%9@1(RkKiOSdFY$(
znS^+V-6thTRHvt~+O?qz)*lUcH`P>Pvf$d;n4T0)ZS40L<^}33*h>GXlqdO(x<6hN
z^ubHLvJGZLB&K0Ag}YgHjngkY4L?(yd+lcXD-ieAi@XcGm^Ip^59j&x7`WQB?Kh?u
zlm;g!Z6}iB*hmF>%q!3en=tY!;`!f~8$iG`h8wAIFzf^7i0BON`QLb3JFu$$-^*_E
zo%lNCebD{D<XuKJR*flB;M5~h)1gq=zA=j4^mk6)PNqsfA7I-IlcXhnwfWGIg{BzR
zG^Ty^5R^}jsG4&bL(H$c>uP25B73C<7+xtsa#N5=cZBtraiGVBj!eAuH(wB0F7Eq6
zUG*0xc;|Y3<m?3{M7N~#Z_i+)SE!~ZSjO>B6DGzr7%hb67EL=#`1}Z^L7{Gae~fB8
z_CBBN+fd@iShy+kOE0y6_}4TLL@GT-0eZNbfQ837^x^9vNIw|LN5p(iKig|FgP<96
z73RsinSlx$NTky7BqO#|g5da*q2tR!z5D2TLR*Xm_%X9c!_Zk2&fBtltG){*z8o@v
zY7J`~QNb&mv_)FH!7*7sN6ZUM91x-y3SUc?yrFv?&>flaO(oe@W7Hsn)0h1nttpWs
zTX+HAy(eMZNLz@O7)smjw@F*?5}XOQKi#p!vZiLcr4UE<lr|!BB6_3Ym@Sj*E6{@l
z=1g|DKm9WKWvKJ{=z{$q(934^p-K7jA3BirUzeXcFHgzJ{!xLnp-3i>Q5&EDEsdlh
z#SuD?@<dv~y6PY&LRxm^nQ}<=$#CilQ-DZE6Q9Mdad(0O+@QD_EoR{&dCIDbr~0Sn
zz~$52u{aC4r1z2JM$ubk|26OgeV0dNZ?5-LX#_Gb*!UNi0rCh16c1}qfSOqSN>TEZ
zi7Ai*1BQ#l6j`Ak!OvRYXKdupET#V2Fg)+$?Jv3?MVCUJR4zbYo{lfHkB0g~rcs}P
z7M`E~96E)o6raj0_W{V1??vE;UuYq<=Z%exe{P==;ORUd@FVi(_5a89ky`?DC`pA+
zo!&HrB;0sJCC=gy6RBQ<;sMTJ@lSv*oB(uTu`W|S*lK4ZqxN}Tkmh`!CFeKh+$+Gp
zIAgKQTG~yFHW0svqO`2?TisQUGE{F0^8V{;xojYEQ~}CT#Zx0{3skVPt!MhCqM2Bq
z_)&;gF_yP1gc55bh!uZS6zX}tA!V(<uJo~_(GLN|%OE?eFl*}d#@i_PK?x6+!z!vs
zzEPFAvb($cmo*V;2{+rF>DtpQFzrE<KDNZs$w1u4(VyxDH@j4`br=8;qhQgny39-g
z_m`Y>#j3E5yIDUbA<~zIOjN^(JN@}=;g-%1V2zHw{1j=jf!yDu4Sn>F14{f?7P&y^
zVY0ol>Ua;h3jm|p`*#X7?6>cS{D|&+HZd<?b+lkuvYR#KIuVuBm)f?-O)-qZ<b?_t
zPbP&AcbQ(nis)6`bY2}NEhuxVt9<ESq>~6!TU-1J6YuL_CY3IsY%$$R>Bi4$rF_*p
zTPyc`qP}c02+6k*8TwVtSc|`W+x~PZTKDWVaGxJvf$QeD_2W#y4KcZrhc*)I6sgl;
z`Qo%ROy(?=KwTY*ttBiE=hw@>zojGdp^);_4zezpB0oY(cl0@bl@!IW@Th{9-*iLx
zE&s*efy-j%-z8);%F%$IqZ7xUvk}w@3TBQj#T^R4zD%oVKk$pB7j@`?^97Zh^Koym
ztf|%NPOz-o0!#~Aot`IhSyo_KPq*B}_kVOfXZmR=qDz<Ob$yrDU(-bi@^#X+IN(t9
zCAXH$zG#LQtGPO!q44I191oMa#E<Kp=lYy;wpO>$dOQQdqqg+ftXhrFmp|OBsNWS?
zHRwt6?q+=K+PBbCRV$R{4;rezL+p*)Z%<M6M%x`?0kCk8bc=uTzv7sc@vP4R<zEP`
z!BYDuix<~40NYE^P5u>S4>Rum`Um-Raq_o2?7Go6Aqt3t-!0RlI89t`gzKPKsA$}K
z(PxiJv>+CGyr~`lV`&rDMUT*X{7Ic7U^6j@xkBAj`R<6TjRAma0fX#7L2>oX=UOUJ
zd8O56GIwGq4^UplMTRnf*HOs<#Whzh#2r%z1OyCbNK>A4vJ374LFsoG;8_(ll#nb9
zvp_3iD0vSD>kaE|0MF&2IZaCNBEJr@(6fgu^hn-<6f|;h83iQv>1L5|M*X6W-3i*&
zK=gHc-^#%@Rw?D)(MUQ3hg)7;LjNnGHDE)8QmauZ2F`o4otjVC^7)yAxZfF7G|c`8
zX<n`Gh~zp(41j0j&NU4{)LfIh3{40EW~O8rzc|$kb#UG}`bW!F1o{G7eZ5()D=Z%N
zzF(O5{F2nzlF_{yAW0z-KLJ`CcN>?mKS|e{Leh|42*c-p==fOm2!8g0VHE7UOsfY}
z1tR_o_fC1En#JXx%u3vs<4|JoZi5SX2rIi4eMx|~ncyu)7J1;rjdQlH0ifnn!GA3x
z7QAN&U@Fn+pB{+2Sl?V<sjTV`NMP6Dz$rhFFl^4~6l=WWQe$S%Lo5Fh%QF=@p^3YT
zU))fUJt1WxWl8a?ij)LghhoWwZgyA8wm+tRZUIPcsNTPOFc9(Le9jeAInI-nSD)9d
z5!+@zB93MLnoW~aE9*$Xv<Dfn$K}Va7FAKjp@D&_ca@R+4`Nddje8*_ckJC^i(^j!
zdBVFsCB5gN!s-{+W-?a^8xB>PgW&^wO)ppxD%6DGE06SDaPp%m+m&76Bm3hDGVAF{
z{g6Zvy8Tn4G7r@sNe`N73Q|4^A60Bc7+H=!s*sb=0$pl!<Nqo;+A+dqRY-KQ16<V?
zKZHNOrPR*MX!=N<${Zl|LJ=D1+h?4dLGmh`4wXHUC8BGpujK1cJa)jynIqFPqEW6S
zT!$p6_`E@|(ts94k(beaQ43LAi`KC?vu4fp${mrwENV$Fl0p+8;3W3)t!~?o!Pa>3
zfD{bwq3#`@Y_CmrQ2eP#CcSga`9><BvV}1oS5{Kn%z#M2iX7J17H;^0b^<C$UTq!>
zGuqS=pBJqU9dT@=yE2smkkB@Ny5h8v8|SY;o7+mikl}#HHj>@P6gzN7hKp{dkhd?p
z3cZ6?-o+Eyai9~pmt_Bu8|9i#eRs|b`>#Htl4PoxvUvZf1O}K!VHab9epn3VZO-ly
zq-&}vbvr#A0CO-%Aqf#y5CjEt&!>3()AXc-#ytFji9y5A|MA1rR+HOC89N~F0d1@h
zQ@m>lAOnhQ+6-LX_y?H}jwTR0=Yfr0d%!<0Y$2i8oPgpY`+Rwfx~2<;`ds~8s2x$b
zz?yizsNg#t=@J{d!gFBCjxwM=wM>wgs$A@!i%!5Avr}889IEqreLy>#Q`}h{`u#33
zL$p)5lrGhL`@I>GpH|<74#xA+lo-}^0%^r+iUeaqb>nDhOU#NohS&^}f0fU^Tiq&S
z-**g;KMQOwD|OnEKDrIj&W*^vAi0q)jFAKGKjv7hif34Y{q_RP<CIp1RHM#xd>Zj6
zdVHW>L#-rwTAxDjdgu>$q?7aRhi8-a)c<R-;BOx2p8pUUjKuY)E`LLxpR7eOx8N4h
z^@v(2|Hi3t6!e_v(01gkcBH7R$#czCLYWj*wup>ucw(V9@X0Zzic@|3sKT&PduX5?
zNc1SK2B#FWm!c2e-qrLH9$)_&u!T#i{8Cm_>TeJ^34iSt5V9N8m8{J7{misc-t)Dy
zv#oBesNrH)kwk2KqrV85Bro~WZ@`vfr9r*q!n{zyk8ef^-@EXY`Yh1Zd&#}pP1kq5
zz6u_=e=VEIqm)^C(nPCx(KK0^pQn}9wNU_neQz;VMS5ri60gA4_)@Pe>9X4py-YyF
z`w=6;0|JO5XVrCeYIDhyWd!k<T7d#6l|4kG7Z`cInfdF`;|Dg)k;>AGiCYO#+)yU+
znI~@^>cZ@_i+i9?oj7?+s#t{*Ck*Yb`pIl-K;huRU$wD^7Iv18aKoMY0sGqhu8X5^
zkbjraS4c=_>3K;f&Kq9-><jT)g)QmPTi;mlMva#CbG)aZXu`nI+_bo-1m>q&KvA-X
zloT>66%5BLClJ}rd!mLcw=91hpdIb%R!jIyl#$2uK?SyO8Tvtxi^4%Ne*>k&e@d1S
z;oGu<<#GCme_nQNh+K|iL0~igHS~l5kZS0TK~vV^_AB>{40q{8@^~#(KRo9~SO<$(
zoOA`~q^LO8=PB&BU4AR<1|LM3*VSut&B46AU6_5GArnaZt;hn;ZnW6VvwKu0j)U}4
zMDd=Jgo7-fb@QI9*|s2gA8f9Pizyeyf%1e!-BrcfkT(740>4dDP>XM+w&C5D4jFLY
z#;DHcv$AJEz5MxATL}XG>X|G?Jg(CYdrJR@BGQn3UvEP-TcauVdH!^-Qvag^YQ@#g
ziNe>V=xVp6?DRSXUzY`NnI?_+X^CE#qSwX#y91(n?vUIHZuWm%3g2oZJE5Q76fkXM
zy^%~JakYT>v&Ylhc*Md?2&lLlXGUvScSdWtPKOtv_xiiJJ9O1%jHB)`=JHxt5o=oH
z5UnTx`gsgQb#63+=PNRhRRtPu#{Sci%ajTEiKNjy1TkX^{P{DM5tLWtpfJfrtURP8
zv$%NIT&VKpNyv(dv{k__%C)9D<l5%3UJ9z-&4_yQfTGB!KqaKT@?HBnm9yndK7dxi
zqWr2Z0cDO3eX-ScNLugChQMOV8QJIf?c4_jM-?WPR;!E^8rp_fX?6cXTw%M&^Yspp
zT2xM%`&Bc}&~?Y>&YB?kI#bOb*O`NiX$WhKlHYH3-q#8i?T1AR6u`z*1FK_6GM<5N
zGt1G&R95!EX8i!%sc+2`6^pIXDtZ0RdPZ$}4-IR0pF3^|PYUk>b6xfZQ=nuf1L=!m
z%m=1`P|4&uZp(sY1+P=)$cqBmMYx=hGqW<TpOjX`Q3XH$Ja77U{4R0LTavtCq%GOU
zF>rU*70BRwsqt}VV#M!(k0%@{(Keah&O>wjSrlZm<iHm{y{bA)QWNpofOU&F%QX9l
zXJZyHUD)lO%E<t-O#3I-=W9{F?<1_XiE!eC#-ai}zVM-H7AShEs-P|<w%Vg#YiN5i
z23Vss);dz?)S;>Kp=|CwYx-RdCost>_>3=T|Ie-4&e0qV#)DAb^iJGa2$i?3;d?Km
zI_#aE=O}*UaY}v?bVg~f{bwgkzq8C4wt;AsZrt9y&HmVHNgi<OzBbORYRoI3t3F?j
zGDh47WP8B5@hyVhb&JRlkwi@`4n$1%q419?8uzwJ+bP(_>3nVCUq{hZ4!8DV0Lw8m
zZ*#0mq7HY>Iscb$8TxWZF1RBZvGEG4Gllk9l3AFdElNm!?qCXK#21$M>K=PDo_OWs
zXKO0>STFnEux%h7#*S<EpQj7}ip@2RP{uBJQuVf5sdebD=4vt-P^GPj#i&)%WQiR3
zEwt0bgBOqe$`3@9m5pe|$-03t)C>vK^q+v)xmiBG+N^1G%?ZD?h{PgA8u-6^A5Etz
ztV%q9XG_LR3FV=&oK^Sm&4(h<@gMQ^=r4YtED^!$^xYvQAtBG+*g&}Xe;&Me&p%(U
zqv$qAYzpk`<Ec$N5<w=!oo99TGPxC}!-pPLx^tIK(ZiI4Hk3y+O?KwkUxYs)6VsUE
zvHrjmBY$U$v*b(3U~3^8>2UB~c)5Q*z<H+i+}M5vZr(2KsF5>h9(jip$>8?cZLfcc
zQZD>u7&UKmVaUYmW<6dcJ-1;42>6mnB*;z{#+e{L=C%Ya3ZS@MFJ6H2o14!K?ZgKj
zL+{Dwca{mZ*=b5>+MeG7I6aFn(0o_gB*a)U&ord{RP{{^>TEbFa$Ss)E}E(y76H=w
z>7rn?YYzN&Ap-72JTYL8n!p~-6dV+J@Sar;to0D}Qp%@JsluH@ln@taUQZUH609HL
z?J(y|E^vx#oN1#(pb&QLe;*~mg&Ac<S3DI!Bbq|jEWjjRYI-^fEX&C^b^E+jdiY*O
zb-wTS<1y=3cuavs;TR}CU7fHRUvRV;m_eVB#;s?<4Z62MJDe+@<h<6Vmhx-wzFw^q
zLD3ZBCr1@VE#sgbn3wqv^Z)<RApyTUUSLPIQBI7Q$#a&acZ@K9a_B*Gd?6L7XzO02
zE=FJV{wtM`O^d5Bdq99xwo3z{`#|vi!Q>wRba^}RBkM*yTsw5Z52y}coF;#n5=TEZ
zV=|>|Ppd$uge~}t-{qT$wiReE{k;$6E}z!fPc3f7JlquF&-SvI9ups4zI7#iRJw>x
z5kQdukZBQ>Rm>k$8$3FUnLfi(5_oB{?fd9{PkYqGEvOR{6@}<G>dGe=j{0%(aq=>D
zewSLxHrxC*CX-_?uOinf{s&EBD7&`N^`P$1<GoNEfgL(KDg3XqrZ!CzhV(82DMs7p
zTum6%`1_L8H<BKjgYzfx_e>cM30XVq>y9c600))o^{c7M{{=tt0Pt~MXUq6_5HkhK
z^E)SNugBGFPBD!>Xk9bGg~~A9L9fdFEGSsZBI`htsBiln=aMBWw07JZtd0WCGoLT~
za8Ej8Kw$r^ul2)wPB7fm4=Dxgt)*GmRF8u2YGwG9%>Rgkl-Y0PN*lbJ1M-4F5H8);
zqS9NnYaau{ylzbcr>%a;f){5K|KckK9iaBv8d_=>&<?hJ6d9n4Qz925Y9E;Bhqei>
z(5c(J)CwloV|cQ75f+#EQ0xJ}C_OTpJL0yl@t}uii@d3hTW(AU;gaK^o8DH_22B9@
zY3yt?PmD=I+Ws;AbwC%AF5zY+2{jRK&Ctk&OqH#Vq=GR2y!G?`m>zLW<9{}^lsne5
z5Xk|j?qfhWvsPq3PV2tQiW9ZC!G=oZp;9wTyIu9=j3{nA;wUjvYj|Po<v>*n{J8Jw
z-S_9@u9NVy!^gFa^MTm#?C_osb}NB}ROr0|F_1W#D1AWk>>qQ+h)#IKH>DlQSMRXw
zVlu?cN4Q(YtW1&hK<S9b)H-GAlt;DmSD@vsgo@fs5fBP(2lAalQa&I?c@1_9!ksA~
zT}@mi8O<)j6pY89-PY74%?ba+D#P@Yz2Ht3cg~}j>=LW_1DMM3GZ-dMeIBKYa&&?S
zr4X`DWw72e7;?AIrza{}c3~gI0>v|`DnK*VD!&p{l6epncr3ILec~|RjkA7Ac^iZl
ztA-UmXk(UHpJ@l{YxuTnIr<{KA2f<-s@?7v3slXA7ASdxK`pB-h#wb#dxIRdd5P4t
z{GRmiV|+HKZf}ehnu3AgNChdNHnId%<eayDmF2Evh&lTq(&v4E5^gJyY(3eVr~O~@
zZ!F@^$UqNP_2S20d;vxx(Y(r-bjwvbZmSuIAOE!(L5NHN_Ji!&0_}7W%_@8`Q+M;g
zfs|JBbm&zVQO$|St`^#>zUP*l@QCydO+!&y-DG$@u0|>i7XX37{VkWvWHS6aMFCZx
zWL^xBs(6+!fLL^c&%rE?Dh#noT7lVk1e#kS#@c-X<Ih6p?Laymh<lseL1ZpET)N)h
zv-cWJ?<moh0_p-4+EX<Cm-|Q|V)km0mOprOLv1T~BC{yz?yXzKyvQjsc%OYQ+~!dl
z^7A3WVBUH+5US32R_td37}f(!2!fw|&Xfe=IGV!0_Ced@cNA@aGQ5%7klp~`ue$Ph
zrhew24ki#5P-PHJ4@9yDHcwn%J;Cntxj2lzT!x&;TY3gmJ)W49^fXj@%(>CneV7+2
zD;Jfy$C7pMikuBwit5>i#?%$yKS!46*MAQ1nf^jNC5fIw&?inHJuskHZD(3Ov7-L;
z`CmY$cfTQd6`Ywj0KEuIu8>-qqAM{6K-%TV^ybL)>*SMY%KX01hd?PD?L5|Z`&BR&
zK{w9XyF285ThHf%R$VK+e_x&<z7esWAu*c&D#i$cu@XFY{mw_TZ62Vsu#1A>c^YCX
zB+Ca!wO>ID-1mTA>L}3lK3yjR>0u5zkLZZO9+R_&>e)^}s4krse<<q32vHcWtr1)J
zsu{~Yr=>S+ka(~2TEFIj0=?$ur%PRZk0fK@+3u?}U8UNP15r#+Bq#X19+J_iMbk4t
zhf@-B<~a5)!25tw+uidHoieo1NNXhJtm$=3mM=3M>9#DhMk4;!K*U}Tdvzc3{d|1O
zC&9fXy?1-`dy5lYTL8hqn0gGRfP;zI5UB+KJ>jh*WhqLC^v9%~fx7Ub4XSS2e+6u$
z0BWKjW;t+Q6{%kXe+<+<|2Mpw_%ktrdtpNqE-V=hBH2V%blryMMFgc5=)F~6j^BVL
zDP|9%QN~FJE0~6ikLkQg%K`JnFXO8_GoWBY`F0=kE-CD+Zi8xhx3s$Zr>_ycX8_gc
zt7)xZyxHGIXKfX^6&T8gyQp}Fyx3lomE9yLa3)trHV>GNu~FQxVpJxG4%=<NSOO9*
zsz@p|%r&R}*2~pX*esk3+WQf=oFj$%Ig;ZpD|}WS7T?USJ;v(4rP??g(|8%#2HRK5
zI)koSvk2`In`3~=od{KUM*IDAUG9zlpH!PP<yBTO7AY8N9vb}_BRoSc#z^9uGUk^2
zSCc|qHYIU&_O`Tp9s$3_Qq)PA<c;O>ojlv}U2KeckPhHX*#2|CJ$@-yxn&BwgD6Z-
z^I+B$nb%!?+88t5ic}TfKhCZj5-iG!_`Zu&a<UqUc_JkdN9ZK70_)}MTLFC5FdCdM
zmdeuM+A3=l)fQS>?Gx=afbJW-!zJ-xOIr8#ql*QBE-RoGqSju2C2vF7EsPJ40@MI$
zAcuBilGyCN*G(b?P2tuRKy4^jOfFD`qYZM^&jzvQrTs}es|P|q{5!k5NK<$D!@Z5z
z#Af(SfaT(=pubj&UEvKaR%Zt*f3y(R!#0=OQ`J}#{D0Cu0UlEheFLS<bZU|luJ89=
zA(XgB7`)!B`4T<c0ql~VMRQU(dsA_Y?T|QZ$|r@md7(@%?zd|W1nS&Gg^_U@R^^qH
zyy;KoI>p5SEQi-w`X8xZ$5MA}q23IdmAnOWAE&A;0LYld_mcVPJkUqr944l4=@p>7
z4CBNOmEd{$V0K>@H05w(hV#5t>eq<ut(4Jni{E~)`jVX=9k9U-5AyCu+AFI_?;qvU
zK7ne{y_`y^8vWFCEjF6W{jA1%FinU`<SpnVWc6bQaLmmJjejtneZY+A;dyMW*fT85
zxBvXdcF(Kr?QIecKLG8rWw(Rzv$<XQd#ALjHgD|g-mU6Zc#)Qu;FJL2sriU;AYXz7
zO<++&yB@FbW47#xq3(2lAqD2ozKBRbh>pjOgE0dkGG4i;LTIn+v#qiIZgmhmW}pzX
z9;SAm4XoEk3X+0xW@4LJG3<=LMo_lMis(#vO3t+8qKzaxG3Hp}n0SK<b1SS&Ir=D0
zeuy9%zHaAsmlW0=&HF7~HM}Hgqw)g+%Ks-O&&OT6l)WfKbk-q@j?>KK-}2(Q-$ol^
z_#Q+U1YT*u4b~W_`J%RjwI{agWCqF)beNgh9Zs@1rVvC)I+Fz^o3uVN);=h{qiQ05
z$Q^-D>QYJ&DBAJZ{Yc68ANv!{>9wyvV^oTc{vTzGz1%<NZiKd%KEN#ZguD9?lbvQ?
zZ)8tTPuF|~+Ovczvxka8k5AX1NJZ#g9t9HF&&?m#)&DuX0QbyM9o^LT8_~5~#|W6h
zM{o(y&ykZd%q32;$N1Q{te#grF?cCyPXyrpf9G(swR1>M@$jjH@A{{A|E`z*(Jf%e
zTu??Q2K~P%JIkmlyRP5UB_$!<jpU}KL%Kl;k?!u?bR!LdG?D_+N=QpLB1j5IDJ9)?
z*1mb(IOBQGJI48Pk9+W8yZ3diHP>8o{^#$nMo)f{6&bX?+m_v}mN&?xwAvZ$A1s)e
zDIs+oDu||ve9)4Bq>g3L?wF~~VPOaFp?+T@xptV@^Az8Rl|;ai{J*Wx#B`*FZNM3J
z={BtCuRR|nf+!maC0$E?6VN-MR9|X)Z_a0{<?15&&RC1QF8#ep3TIXmXR~)RYg{1%
zOFmj=)UhIbq7XkrI==ROlpj-Q+Zv-&Q;0hdB^~*7-Is{op^z<6?{IvdzIiNQv?Fo*
zFSMTclbh;rC8N$y8^3}2MSEL}$F+)5r$bJuH`+^Z72>Ct^UR|>uv*C=G2!^K$pQO8
z*>iye)wY@$StCmF7`@qzwqsiEh(H;rm$&@Jixrs}{YG)QF)EH~uCba|HLaRzxxZbs
zCSLK_vX_nA%H&!fiV=A7N2B!)R)aR6j?4Sw2(fVUgsVnfEIkL!#xDO(Y)X+Rwdb!G
zhjR+wA*Q#d<U&QsiOL6w`ZgFfo)>*#mT#4K_xc9Om^BmNd-QCX5l(*koacCX=yaMJ
zj!toxb-l?b)&Qb-3zZ!sh*P0Ie1p(=KE-Db>iK_)?1g`sG|{ha-{bhBg^?3YN~~U&
z!x&2H<v)UkdGcYb$7)h4=$4YvS5^b<OW-sxmdW?1^qun&x#HsYO(3Ke{JL7_pnNFL
z0>wD^cfC)Bc|Zuz``8b6NsEMQtFLx$r14EyC7P&!!V?%pR9|c~9sYXCY0m>O+Guce
zK2IDO&j@qMKR6!}jZXNGpNdnCM9+V5)(FMVme>;BZ6%GCUgq^WBS`7cuaanwtkOdG
zTk$74{g_=P2R`=u8DjZeuk0onv|{d;9xCh3Kh^EGy_IErW5~ZoggyvX#We#|G$k;$
zhry2p!?CeAa=+PaZnUR1c{64j<kEWp6Ji;i_o;qs2A*>kolRMyRR#S-_P~1{+FWUI
z;a>hx5cw2jB_G%z;&uqSSGJhAIxt)bV`R#PbRuYS#!D;NrWBw5thX0wODoF%$f}F|
z>57OrgR{vmYnn}QGo08;5xNyx<(v|{^ZmqD0A=v4jjKPYLOX>0jPD6L?OA}b(Z1Yp
z9Z*!ai=FLlNws|W5a<#Kn)yFetot1R`{f^6#k+I#$zYAp#!&q=yX#EX)9vY|0+cJ5
zsK=EXu4=u9KpgTy37+a^1+_M82UE*8qoJ{JElgZ$u-ni@1$&^iRi%@}FMF?FtHPO4
ze0xE-7<4AsQ$`Yuc(&T7iK&0lewWEfrwq|fR6pdi2NQnOmtr=Y8H9B+$pl4@+>pDe
z`%APvMPaogFTZA=Rxs`5SI}~Vl@~Q=B~g~p*NPL-85UiEPgRnzB!fU7U!!dXo9!%H
zLH1{;lLsTH+qZ0)nNO=zu86$sK{GtlYI!aR4B_rR4B<v>(;*sUpc`UQih2EA)W+a)
z{&QGw+=ak4_|u+C)OB5c2#<hbX51Lv=&>TZ$rTvjXou1Hfa15wtRGuB&;LwMcU7Uz
z_7a!{kdqc^sholul<&Len^y5mj3Z`mQ~vXwP?gIYi$x6^){Vv@NVQ0M*M73fgnUsE
zQc-&dh3W1L?n8d?d5%I)U$q3&tta{9ab4>Q)guJHr~xxQm2nZs2dH%en(tKk+MUw;
zjTSBrgZGWh%-e&#GAJ_t8;{0r72+_@i))k3-%oO+EpcPf<(6OL3%rg@(8&$0#T{dk
z>w0bzP0r?L+Rp%qTM7Is7|*D}chc~$&OJElUa;Q-rd2nb)!hp%QP2gY1kk_e^UAMq
z-=7TTE3Nljf4Kp3p0HuOY$8)yDMKiD$X8#ewPQ26<%cMpVQEr;k$`6y*kGA|#4f)Q
zy0~+b`NuK9A3c8OWkI@=1E_l$R){66Go_D-$B5>`T`ou)*30=7w@rOrl3y%CdMw(j
zc7xULX~9hStng_3*fVvLhwC4g^XSMS8V#<^&5Bm9_5`3)8l)W*k?CE5AA>RqQogp-
zjq!jpo<A@vzEn!B#c&*@<;yWIcZILOJ}FNdD_03QD?T3kKNUd%i`&uNUofz<y(1ZN
z0=)8><m&R|`!MK1?pI_tL4e^q^fn%M9_0D&RhngowbZk&g#SYeBr|XmHk}etJw!si
zuFF8W9|Y_F;~_cydaN!+jo*1VjoC?sCvvz!kRpG?WI(%LxQoVYxN+w5R!RA&vg3;A
zb9EySmit!Bb^Z7Fk;C^lIAUkIt9V@O+WtO1smWsrC-6f04@?BJ_R=O9*NY_*McjKk
zE-fhQa0tu!>u(7PL1#FelxN^da8RuO8C4Jn?+*pb!A<_n(Z4B$ER!xt%yiU<zhEFj
zUx9Lz8u5HD816LYRAMojc&*1;PXuO=sEuc2%EOAlTyPn}@2nTnn#mO+nhA|lIHz7?
zKn!2L_yg-NWwK8jZM=A-{+`$YEw#=N7!0$%kWpTed$fWxP<Ilgu16l-R~N-OH^67l
z@%U~3Tb(q4wWgRU36kEQPuu%RpMXhvr-L@jNO0%-@NnlNXlUp&UX%LPwE!Gk7GXaa
zs6fwQAXDk+9b4zJ){^e!Oh7tSi*+Hn(X+~77>@}-Q6qw7!3#w|H>AS(f9ZxuixBSs
zu`#u-%oSX7u|^n=72S0p(h+QA_|di1VMW2;cWEPQlNlDiPd&C5S50eA{hGiTEtrZT
z88!v<1E8uOG<mQ#qXv4<6^m0?`;>IY=t6m&d7hx$1Z*Uc5PhGHO2h5zO@0tVUmbDJ
zv@nV@tb4;Y%~b<Rb;}2Squ3MA)HNQ~EwlY-9GHG_e%w;yo+S7pe%R*6N4=CG<N!3*
zcvSIdlCf=I@8d0;2<bin9t7c7?Te%wzpkK*nD{fZ-EeryhH7__eQn=Ck7OD2NKUxX
zGpNMF2Ds>Pfb3<`mtWPoVP81-HJCew5X#{(uu-Jt??m4!y37Qb7HU<gu+nVxe`8qy
z6@~4JyGtPG^vY_sfdx`C@`mzOrQWpnMB+H`MW~?Z(mD4=C--FeSQ9tk(fD7I=2<w)
zZQ^0V^V6Z1p;!L{dBlK<?AIjeqB9DP$5*<n4a#I8^aKjw25?a)GW4byMqyfa;Zwy{
zisYOOH)<Wl&`nwbW%0KlI>zep1q@(d-mrtD_#1wk5jXtE9Q?O*rMkx@qkqvIsO7MC
zUgDG0x@)FtBia@4OZ6(alF)0xsv?5aFH|j%&g!<;qpOwy#_3ad)`XzyX6SkA(!zS(
zdF4^bY?~ZMTj}O`NB#t_wLtUv{>Is?0Up-1RCn4^Zbj|F*IX=Q<yECL8Ov6y^EJ0m
z^wlNC6L}zRIeq<U1=D~&^s0p<?aPQ@GLRBb5ZWr#iEHs<NFY>Yr53&W8dD_xS%jf1
z=tG@AvHH^*j0{q8CaI~xT+PHbCosF3%AE5?(`^n<@_74`>JDfxw9O8vY~UqdZkc^C
z&ua2ltcET@S~<<V1j}0bn*Ri_Iba!Xn+#iHaI!ePX#8%0DBJk{MjWoJlTfSt{oRhy
z#Fw#lxCQN3<Jdo*B|fm5kJn~xi(%g`9(+5S!Y-uFf^a3Kz(bGn&RasmF)+g11jc?@
zjER@sjKp%SMHG-*zhrBrjFiy~%f2R<dUbpJyQ<-OMCVIV)({xR{oY64<F_mNshQe`
z%?mG|cUFR*E~BgsZeS{ilT#zig&>0-OE+dc)?N$a9R}@VnX6uF=i2if6CTBMQqma7
zz#q#(GXqeqJrQBu9SNL=Yiy)MgMkT5t7HPYKihxS-Sh6cPVZV#0zaQ7w1fl^4lM5+
zR5#pdyzHc>zvRjBw$X(Z)|8Fk*%#T7>7I@|aYKxL0ol|sS_V}cgl2XY+cB16WYO=y
z6>eS~HZhv=$!qpGd~*{u-pkUuBF)zX^h%lW6|_|xo#E3#FlD|5GpDM}Heq$&<>7Q}
zh&Q5PT@kh3>CvR7&;N$wpgA@}U2`J8y(P@JQYzI#{<}|iYe8Uyx~^uWkVnX~Q{7Oa
z-Y*Z`=j5z(oden*ELxz%mlOr%{`Rjbi|(5m5OK>12x(|KQ*s7t$x(6yo`gM8Q@U^T
z_ZaTy%v9$4t6_%kOW5MmiaMWve;448s?UZh1^Ysd`*ZNGP+cE7B#y+dJ~qKLDRuUc
z4o$HYN*-?#*r?3+Wfv$KN8lf1q`YXRw1V-PQt=&vJR!tT2<O@K6w*Mld0Eh6t3^AM
zTHz+v_v`NE*=N|s?OkXZBnNwbqidrOmA%mAd{TxLw+*0g;H%?T0soGElR92OGfh4@
zE~U6gwC5K_F&-Fb2lv%xexUYhuL=wp)(6#@LH<07Di7-Fe?s==^V-itu=2GiP^1^W
zj3)`hw@|Ks4hdxZON#mKasLxPqnPAqU)M1#t0n6JA1T+za?vbZ;j<}mZ}e*89=*c&
z%BP;4?~OI~;w@D;L8l=TOpx?;e{J(9D#gcgrf}a<OwD!fLrZ6)!X(_`lMLEl(L~&C
zfi;{h>bMAZwwUQhN9D@Htuei9y(ZURs=%*wa}W{M-;q#zSb(MS4TgHK1!x2o;85sO
z7u75j{{wc+?6FFdZB?JQaG2ICHJr`E$tk96E<;e@be_ZmsgQ$~oSP#`Y~2XrvE#W(
zOp7~>v0fwCTYv}n5s+0b;S-k_$_`g@V0vaupl7Bxcr7tMqZiX|eorkd1ytGQkM+3H
zK|5ev-p4~BxSnOYn>1sSTxzhr;dDH!9-yfHUy{B#^8jQq-QVzIY*e40;<holSmN++
z{64p4RgCYZ3Tzqw^Hc7O0r8B1?C!!aPKZzL$AzJC$=?B~kGbs6eZw_uLDd$*oUl(7
zo~{G{hCg2VgGKdpxqo!yF~hNOYqJ@5wG>Cd%9sp9mlm>d-AQ4N1L&a#9+Dv4VaXS$
zfhp)fRwpHzRv?X#><{Z-wKwzUQdD~6mp)9XXwko_{s>!>)yk0jP7EP`x!q@HLM_Z@
z{Kex#8B20vZdPr{_d~n&$F`kCE4rX>%UaRj(eQrYaB~KHSe@u1^ao%fSg%89mgY3y
z3DM8Cq)5$B*pxDu?zd*b6&%j_>Qz?8fk|vb2M<^)XA^MCdj6eT1}HRYjF5zc{d7_J
zynz&$HfPZFxn1sPs25&!gn5lJePr=FsfJ;Pp5)dW4M+ThwS|@ypU;G~EXj?FCG%Ip
zmVos17Vu||0Dq?Fu~K+nLTe5hmpRvyS`<zAIg!q^M9e4AVR5P?^p+e5<Sf`sv@9fT
zt(mkIDayUCEj-EZnH9O)AXm+IKJ_}_qeed+@9F|*)B``45@F6Y92S}*Hj*z3h(;kv
z5w%>-@WGs~dmdFOQ5Ej+)h@lL_G!<}2vaFCY^l)cK2w+Od){#h`^6XnF5ffc25$xy
zo=n1xKJmFOc#KJnzS#GDp(YcqH2uX{@r$}5Nf%wqeg(EULoMb59lx*1sdmKbu=DFn
zn-wZJzaH=;%_jD>t1w-~FvuCC>Cz)-s#kfum^bRZ;m2fkpXH=msz}ZMwDqR=2xt@w
z+L@1LaMTq<kizDk#*xT6ld`{(bl7&v`)OemRO!tmkRly6vfSa`Q~Ac5&0Q0Ir|XxA
zgz^%6?MzvSJb9RF=t$@NYi8sE0-j|?t$kL7NtYL4;8J7Qm5gnfN~>e^q@S?57o6Vi
z3X;ihaMB8d691G%#Or}%Bm=ClivMAS*+UX4^d^x$8)zjgE4mr=NN;Ewj?qk+-BN%>
zz0jj#MUi|N-A%L{xFbc{C|E{4wOki8BF}2vKlw=+hw_nM$sD?|S2VRNe5s{EpJO?7
z2a3lp8PGWk18={w4qOBsuVK-)?jhQGV!ql^frSb?P)7*!ufU!`^jmIy>QBNYr<RV}
zlC)8Qk|YSet$=WI1{8$RU+uk8W0A|s1QZZa8T2v<d!RwpKv&|{qPBeIp+LtMWk%c(
z#cA(;;Ucm;`74Y?JH=vutJvo4k7Y4X?&Set>gE3srsmAWE??#pmWUw}vKa-2YCEqw
z@P1BxkN0*!Q#aWby3BUn-f*~v$O(ZM%~3jv?J#Gkc{`zOjnY>PrMXGyji_#p=X5*u
z!OcC{s{KoDYUDb2!cO=5`GBYD+?OdU*a~SMwUPrX<e^^SqhVk955Q&|tdOGX^k!kz
zf!n9+n|Ox{iZvFlS&x3dg$7sg7GK-5k)i`^GpXL;Et(#GI{=D-hRDAfoMhm55c|;K
zpZ1!^=n|045|}eO_BT~Y1pwO%93O05BaeeGg?it!gb=*Z>X~UwVxwi)lK2RMHIIWZ
z>?w>t1nb|rmKqAMH}DF)fr~myM``#?<;GTH2wRYogJfp1;mh|X7POa!B&HwZ87Mh+
z=aCggz}&^6b9aWuBtkQ<4Qn+h*!RDnE(vVC)39a^n*4RH4mOmcr!&tyK%3q8zlr!M
znAfMGy2MK*LjFB0@e#WfI*&e{pOJ5Sv3h&3Tk1PKm%nR*i5RQ{8`J9dr;Ve#b#|Ls
zE~xX|uTUWmJs4Ryt@D4BqD`PI<8m=M;PCY14hLzy{YhdOxE1$El)5jGb!{Lu!KDu;
z=+$u!_cjib!4FE}WmNT_7aP?6`hA4cb$;rgc-3Cf;r~OiB};|#+|8{i+&o}$B5VZ5
z;xCrM8VVD9E4*!78Ls_uz-(NO2=X{lc^+;6w<@i*uA+7wk({D_)o-?1LFDcCvB_gR
zKTNmZ-!+hc1j1~1PD39x=Am$7dN@*U4SS$kqA5OY>{*KimGq}CUH_`O{JLF*KG|E=
ziVukruD4KtH(Qo1#h?!;8Hw4_Ol3`PaRa+-k0)+~=x4{M4H4b(qsS$$1k|W!K{a0R
z1>=b`^^}^yJ>OV@FI!1_fQs?)N^Ws!xu8CJ*bBni!`3?2w_De+DY(&Q_`MI6h<g9L
zU&zytEkBs_?a!+x8F^e#8`lou=6VC#4HWmpN6rlfMF`41iA$GhyLu^q<`{%XI3!Km
zp?RWXuN>9lFAsl~gY$G6%xgtWtJjHhpEi<Y?EkcMB&`N$DT+Gd0S^k^DzBp}>_l7T
zXnjP3{_jw--%^r8D7_?7-vkMiusG75y-1XqNG3>qeugntUCFWIl+!*5R34cQR;afB
zHR>?T#<~R)e^yvQs?XnW{EW{0EBKoKgz_8g&0^5{GL8_m?xM`d<ZgI=N5YuxWP1kK
zKhn&@y)LvKmRpae(q4q-rN0q?7!6`O$}WH}M+3p>6Wcc|=m9LDbb_d0Rdj>l_8Cv+
zAWf{~Al>KA4GM6-HF=OtpwWzYK%EL`24P(BpwtRg^M+-FF4uEl?fqMf0_n_+ztSI7
zmyOWBE^?{DqF?|4y98>~@`{>}{u{4lt>9L9h)f2`DNIJRv<uF;=)_AuB6_4(*8IbM
zRSuDO0O-VW)~@on&HHpr;3<rK(%u$`R+Gd46A>c6r&M}IFK?}7u>5Qkq$}V1{$USJ
zJxssHnD4y(N6!6LVKb5=DNASB3;(AaDTKJmjUv_c{uv4vzLFIuj3HyeJss|Z6^CZJ
zwQ%9m6NHyU_qX)7t$a)uFN<JoH*yMmg73!;j|dPr<~SVr0TMBRa#84FyCGyP*KXbf
z)B=|eb1UZVwmp%@a!*2SUPyjHQF-5aS;GEihc7h*YQ+93xPGRNu&82^03(}IZ;TJJ
zZ0|Q7Kl3c{LEY%qJ!{$vJBZVOkiXaU*y<kT8}&G^3R>%gx0jvW^ssGv98l05v|(I7
zDXWaa>R@s1-_R-8U>T^clv=K7_(Ae?*OC7}ICad4mlgBYL9fC1$Caci0_K<U>A{!8
zW~5iiN4B-vX38w>fZ`aF`b>~99l&h+=&4`)35j~+q*j4gdY4xAznpaBka2;s?w{qC
zjvnp{wgoM;=!*kdUy@!U;3e<p&{(OsZW@dd2woGvIn%3EQhe*YB;#r;lk%Q{MLuoH
zf*O{k{YPTud>}$I;)So_1b87DF{AkvgAwb~=8T#Yy_<h4HtU8BkX85l`&nt%=bUj>
z`@<D*quC$=0b9&Nt5Yhs>{>drM8;W8_j8XyxO+GjEzw^6c>#+d4q(YGCO(&Ha8a@<
z>Hq7)+w_(<cTe+9n{-*0>Pex5BL=%9E%)W-tf>}b8`D6dVM!HnboY2kmtXJ+zAePf
zhkLM3^abi+Z#X=K4KlZ#K3JHB4jYWFF^QLw$6?ybw;eK-3Qx#QN5WdwplugkE)GC%
zz{arGLRzQ)Yx*TCoyG2480-Wqcx@GFOTqlW6MclllY#*wI*tN-z07+pX-WaaGHQ!N
z(P`9nW_eV#>s7EhvLYgb%69-7t|$eCB|A8+GM^KaXpFj092LKV!)j-!nOG)Sk9A;X
z*w&Qp@e0RdMHhWR{o&U-4aN%eh;=7)GOO~R)I)gESD7rjUjyW2&xjz0cuQKU3`g&N
z1x(MnaaSMOfNlOTJ~D#aFi`=^yB5HyI!kj!PrA>-ex#fs5%Oa-noG(N`2f)rLcz1=
zWKJZH{NndewaiPN9rU_$V=()HM!WtyQ`o;5P?9QsF0!dUh6J9swp3YnHGNk=E?}B`
z!|-bfVHR&B`&4G?R`Rco<|iOOb7GloJa-s6b@O4pF^c(Bl&!Q)kC?6<^k=93PDm>a
zmY>$`><U&QB0rpA!Nzemt^l(GxC6zT{g&pG?0ZQgYxE+-Y&kJZiSlqIpJ{ohu5~y4
zM3KA9EUbf8W7Y=@p$+J0HR)rb<4J4s67niNFW$CAPcWdI8iE&@>2!?p2=L;PygU|t
zddW%Cg%$F{OJxT3S6Iw#JA=}^(Qpxs_WKnOBF=Q2$*Y1_4^kzQzYx&Rq^~iZrW$O2
zz7tA`8=2W(y1M?JApY4Mt?!WGJO<#AO4BA-6;STIFT<}yi7V{?<xg?<EI-}QcMDj*
zUrL{i!+el-XSq9COM&+1-fCYsf1SDNvkMYawnJw?gAfYYh+F4u-zCWsPXqUgz5Uub
z*>yi7Y8EOA65dcgTdL&ajcgsEN9tojA0b0h2=oLa*Z2EN3m&CkTE2LBT6vawX}fJN
z9#2<heJSxf%bMTL<u>b+fZ@BBT!-1gAe=#qXQczRH)yQ`qC>xmz|W}~lkUBR#(u2)
zW?*U$)JfUERY_3pk%liMVNQwm81c(kTAsghvZ(&p3RO5#3pSs|v(^JL-V?LbMWlmq
z#RxWbvY2Ir?7R@B-gTqw^?hXW#4lTim9eB?-avWic~V8J)13Ov_KdjAC!-9`^-PXH
zBh-w2!AfcAiOrZZwIJ;jdSiMx4fiB&G0xo_hR06PW<eVR@Cwx~yllZ3KeVvmqZSs*
z@S!_8x49!$m!`tU+rc`P9#NkP>xHEdNo>?hQZ6lq({6!t%RO*cx&rcxV=!Xx@p~*M
zfm|qgqx<~xTXU4`)}Li;3O@1}nOM(q?lK`3F=<}Fy9uVwczg|WRbJO~fCE#jEVEER
z!wEfnwS4t5=yYdh0i~0Wkg%rtYP(`QTL_<owRLAuWRojt#4AhX&F`Lo(7XtNj%~`D
zhL&lp+q)KkEMNAVsY3X+pczRl?^!a@g)^j8kf`!G@OKV&Khz%=msN~(xk%}oTPL;r
zhX&)ba-9zFRBpa-?4!9rmRr`Q&Jxrlb`E5y35joIC@mt?ET=~6qq#NQ&xS5ttIiTJ
zLP(DWia9X0O>XgJTUQ$A%+K_}6S<?~(bvjyq?h>cd6mQb>AN<ctGFVw%LP!EPHSvs
z_-Z9~(S^gvF3#9HsFjdn`|E3XscO#9_oXZgtA|JPVsv(O63|YVURT55D6Yv)ORaiC
z(i=JkF373CC(9?D<8=+SI2a`beM0O^m_-ba<p^%Q|MeLRmk(RvfG3i_^`nvu^A7NV
z20zF{S(;Wt9xWZ`p4-oV8vH@@$Pbc`p-g}L+DbS;Ni=U+IpH=F>Pt@A%gNK%Cc`2=
z|IXaZ$ApAj(%ix@s0VY4#|ZXleoVivav?WwmzLOE;3LL~!7l6M@|<i8B-fODmZ8Ig
zY+h|b`0k?F`dN<z>!5(stbn`~>$t%!euN(+@8_G{k=nM%Qr?8mmSBL9ntwET0D674
z*QH!D3&<WgV|n6%fQ%#^feEuhdJhzLmJa0iFe?ZoDt>!i2c&auJCA>!&&O$q?Gy5Q
z*RRp%V4WHLtSv+#g*x^6L(6+)bE<)6ZQ_2Fr~`K+2p)05VIn`+ec5{rOa1l{XRG>a
zIAhGLzdu_RhG<RIHn}s(%mZv2pF~#*Ki(=!#6%cm%Y4`T$AP8qFld*uN1?9KVOOw0
zY)~LqgSVkNt+F$oadynE|I^y6VMCikN)eHf+U6VY;B*US)C?!_&p*x9%7Xje(2H??
zq=YOE7>CR@T5!rEU?G%ISK;(e5eRw3^GFt1D0g*_mXDT4+Bf0xH`wn=*X*)9CK@N%
z`4XVESr7Hk5js2SiiubxC7Js(L2sOlNgC7h=Y5Q<Q?A%Ak!+X)8U6a*^?pJu2cXwX
z>lno`znN_NQ}8D7u@OlO-Y9C>Fp2Y#XK5Wr#SjzGpR0wXGyZIEI=Oi5Yan^T$OQJn
zA7nd^$Hj3(`4?6kUs`7hIK^|M{hh}A%~h}!R|PztgS&tNFdyYPYVL@cV#)yYo}=En
zOQhMuL5#34(TATq9#uKUY+-?4!S`nU*^93oT59~GA6io_`|113GjnFJvk3Yd8Xb~P
zGy{8?JFMFO5c%pM$EI8w?v(_Mx{_I~H#H<6)I;43$c)pFD9Jb{b-yODvxGD$G1JY3
z7qD>MWY9%r2$uAIo6?VcT0$5(Y4PRmuzT~`fj^_|(-`?rH|Lu|Yt%kbTD+Cc3poU#
z+_!8NQwp0#fwvwX2SX!ciMeU->3Rvj*v)WQK(^wU)N*_D!g`hYj?E2A3zp!SoV-};
zJ*{y>4&cU)$Dx}%f_}yP_6@-(oHx>}n(SxO1BqOLy9<&;nxi#VcQ?o5>5di_8!%Qw
zLcmGkfo3RaXm=#ens0PR1U5y?o+vY)nERP^!@(o641W9B8sAgf#jQ~E3^9M-anF>N
zU>tmbTv|NpMQiy1w`6lUjDk+xm_npaYwIUJqcYTj&2i<|;@^AMLsdXIc)<D4mOLTl
zJ1BN28+zza8_pLG*{R>>FX8_l$vB==;;hvFjPYvfpnb*TEIaN_z9Jhw8wZG&dWyf8
z_Qn9uFcW;U^fZ~7V@I<&Jjf)jWJKR*pD=jPmTM=jp~I?`jKT7WR=V4GVPi9m`wZ!6
zI_UjB+1|h3?a`~ZWY_<M=7jY3>}ys?BT8P$i}p|pCv_#IAJepOR`GwuxHh}w7sNNI
zCL~<(;S?-YAvjWZf4w@$WHyrID9a$iy6SJ9u-CkczU_7nZUs7ENv_rS*~lB1WTSDy
zG#uZL*!ZT(tL+gJjwgkg8vt(yQ4(|dEl7)`&Y0W&v#m$8=X8xxm*a7d22+@%LtCEL
zR5Kdx0o__aENBW5O3&h<+<>#>#mE5{d3Lwp<+onK6F_(&Dg@%6IMlLWl*W{m%p=a<
zm@9jokM3!^D6S};xp&Syh0^{yi^5isb+_S1#yWXX6yn|%TcU(jOf6cH$r9B+LxUXN
zA8S>nr_8P(DN={Y=QLXk9!HY^xgTGx8P@(I!!d!er{iNJotM<<wg8%Xa6bxSa|85K
z;Er5hL2&V#SX@5}O<e9M4~MVzN$a*y3u@J>En@lbsE=K1{HJAimRMg_sV2a?`%3n$
zOpB?N#oO*c&(||I?M$Pe%3LF~V;=cSc7Vl9`{Q#>G8_6}za~F5Yzd*GrCYjv|Klka
zt3H@SBA<3vgDc?1yEK>?$dB*a_Wg0vy!}`4^DY2R>J%(boiE-fs$tmv7u{5SxML*T
ziF;T;H`kXb(k?tO+OQA(EgXFK_1I1G=<2=lXi!R{@Y@X5S7|?7yjT^dzh0g0L>}Xp
z*4o-10B0u3!iyb5hTPYe!8lMjBUDD^cR{Dn#j6+^D7EniaK3jo{`Ab+dxd5QtRt;w
zDs-w12L!DrsApE@3dnjnZ^&FO4t@b$?ce2&dvKgbiYw>n$8Jr!W9a`bNqG+VafWzC
zsJLMr1V}+<^X;TBgGE_&BMEvOnBP22|HABi(N~UPk7qjnnD--spLPv4OVon=Ek*9%
zH>EYJBRw|J4k_M72hU!OJrB(G841e9Ytlx=CXZ4gY$W&`V9GTM`5YJz@b2Ft=@&#m
z=yfu}s-Pwi+81=;{07_sv6Vn|a>)m<HoT$Wtu>mcv~2nx{w{P{Zg0AOWT$o1zVe+n
z;k;%<#dCL71N4~+E^@`{-1a9r-tUq5wt$(ygaLX;2lUc)aTHZ5WCrGT$MK6z4Gr@Q
zZza#dG$`DcZ2*l2)v2*9Y=n-@lP{>->=aM<pmtf-{)V5-uWFmf6NG1oaDO=J^8i3F
z`nu&0<bHE6J_8p{#q78SP3|X4+~w!VD{g8XZBqAu5Q%JLTsw-$bZI4itykmk@sVNW
ze8kK&<!nTJ*~aoWV@k6McXG2o{^p3u*+RzK#6=jDV)7*aGawvNmOera12M*ovCB=`
z)_`iKn)o#29(h*(%hE6%n>>P8Ky4P$IQ#-oKYG%O%~)zy1jZj$##<RLPWa4nxvg}<
z-=vV@;Pt>_0#)gTOXl=>p`gEc|8S_Iie2cva$(|P@_@)Dyjmr^66*7=N9#8L+W2B!
z&aLLR%2}UsCNB%b>4Jp9+vHKLs|PV!M!ytuLxb$@w^MU5F{ab!YwLTe7M}5FJ5sKu
za(C||_DCky<`l;?4{_*X=WnR)v%dyb*O0R5pgJO60y%5Y{j)YO)fyF)m-=Nh)6RKw
zO+hd!ma}H8hVLcFkjp@Z>@PgZWv<ICI;g6=Pt&XdamB+)ift$X35PMQJTDfpAg}<5
zE_;nEnN96c%BZhgHDJws`u;9DcVy<mS4^0E4FELx3Dv|!80RTT0r(x+{`-(TvPQr6
z2Ub2nn-~mPktZ1L{Va-EmVY-b{v+iQ)5xV1+iBtZJ<ei)6JR{-|5bY}5AT%gE4pD_
z(?PMY>9KbRKooup4Gz<kWLlE;9L?)^)6AV;g(D8?E;|x^t|KHrqaK(q<;Gow=YYg`
zWX#1MCX&3ogz45alSR_;vaD!*w}v<s_-v;JgfJMM>^(jMPG)d@I0LH-e@n%0xBT|o
zbSUk7faH@&=!fz?NQ&8$M#Omv-PQ)DB(k1|VDbdf8-pzYON5p2=E}HvoYQ2sD&G;C
zdJS|EbCAl=+NDPvePE{|D-Xtz)BNzs%|_v~{(VnUfJM8d&hgwTA=9y_{tJ;)@j?v8
zLLr2rkgsMxEReuX+Own*Hm@?u7~g&2we7r7)!res@bi3zmQe6?%iItfKb3MFNuUBx
zSp0W(uBcxOWfsQ7EiAy~#o;rl*6ayUlRaZKr}V4THbYd~+?)GgG&{JEGZafs<QYDA
zNpfF`*WfaQd$-zC(TmL;yUOwY0+&~-RJHfMrv2=5^<YAqsT%fx$X#?S&Bs}@&s2?J
z#th3_uXu`?j^8!PK$czlc+^y5cn@@~sR^SbnHs{1A~eiWc1S~S_Ku^?(jyJD$pqlf
zJ{W@^lHUkD9<=+dSf@70^rMeYnOtbuslIG(1DfXDI|w~5eX1`e$U2Tvg{@?{3qSCk
zo6d5sEO5jaq-=hpInO?MSdEhvRub7!`~7UHm{Fl6Sv=Vsgf^a<3ViJszjNUt5pkCF
zd}QFa_xTSaJO3)<%h=VkCpm0tn;xt~n1VhnS{X@*>C3KPe||i?4L;%}%l-ng`)KV)
zF&thFYqIYLaKBuPz47aGnIGn;1Ns~~wA_`VG#D)EJ^U{nm0z7HJ|iX=8BEV?XZ@aS
zF@y}IVZ=Hi?>x=*fxyY;)u#`*u)wdKH5kf%clbn)fL<hOZibzKKkadgF9I$+UpaQr
zI3VI0?>yfG#v%oM3}uX-Jbp4<!jD~gFfWoZe&pe~y^@wA8ql-%jE*odKn`bHN^v-E
zWbK2?jL<Bap*JPVm!t0)FyE~;{DP;){2qs3e`{>KcY#H^NBwVp{~2nd97FbW_9p2y
zbD*6b%Mm7G66eqQ6%YGmO}Jd;+#5cp-ak_G#ZD%qxjKhBY%yTjC$`oAG~3wA9!Xye
z9Wp6HGFv~&lZf$7YN4IDz;T4}H{Kc6*7P@|BvUCq=e~T(M+<yW>D@Y7Pd{{DiT>9`
zZm%qQ^j-`Bs|ZXsebdna<jZZ@4@0@z_IF<L$fwnJ-$HMOpq`wcwNM52|9E1}pH+$D
zq8m3-EQS-PvqLz|QNqlDNc>$$Bvk<M1rQ&*LZ5*Y1oIbzA7&3V6(nH+Z|z$v;~LKj
zESf#RUI*@#T^Z4(imNUdW4`On;EkF!F8MwscWOQCYa*iD3xA&n=)ce04^||t+fRx)
z%QgWLF~Sl^-OE|Xy&(xg${>zCQ^kp@`ZY4tx#r8(%ClTT=p7qFpSW%}QgDXuJ4n2~
z;e>z4iJdvd|B~UYRSf#-J4bb)bc)LUx^L=8c-zX8N`2H$w%}TN;lLkmG`B(CCAs-Z
z)%vb8>J!QsCL+x^LXVh29>Hisx^?_J1N6Y=m7)@^g_$ZEmh?)sBbCX8cK(LF;LlyM
z5oqhLI+%|2+DDc|{BL^3o?kZJ`yVUcIM<kT-Z{MF0|uKxaVsvob)zU9V$mFi7nfY0
zA5*K<H-j;$y?(Ev6rUS+0;xg#R=RIcfqy-tK^&yt{Hn&;HaKDz#+uwfuf~@1<9Bvw
z<i~OqU|_cqTyeM@{FTS%&`cA?x;^{*v*HYHHZfvZy<4k8<}%I+irC`rxxeJFKoBLG
z(T~KKe2ER8(HL!wCa`|$GY~;Y5lcT2)uJ3K%%5xl9Z(RF(Tw{gkCjGC*mElR$>4xG
zJ_qppYg(n=zA+sAnA|j=`D1?&8cgId*U~=-oq4jBCCU{tf7=b}fmQwL9;9eOyBk>{
zLAFi68+5hILq2%cT1RqG07qqSTHJSqJP^^|$H)=PLG(D)tg;*qNjtY*p!+qWz6``b
zm7#bQ(&Zy|-aPKG-2VDEQj1FsA-u21sPtR7Eptk>gV0Cx4Sza`XIl1lT+*yMVZkq%
zDjZ6KT-GP*tI)f$cnwa0sQSm8_Msi%TD;L%FcByI23;rk<N8|0aZ->s9)SV4mQb14
zje@H``VFx9rZLqro=NdhHpT;u4io+U2>fr)h|!G&829kk=reYs&FakxB|LelU*{2s
z6MRpV+2AX{P>@}H#lKEgwKyg5+!FBA=r%9Oj32dD4KIkQZnofNpvF-xo!ptw!hem6
z$XvoH3&NBbevT(Dhm=GB(7|&R!tg2j@TrTuIboVCz0O$C?RYel{YUIJph}c}9v)Hn
z{jI{y8CI^yB{&MNLmqL!5q3SwvJJBzrXR`V+X0uXNXj&w*B;X_1*S+;0+#gn>XS8h
zNP>|)ft*MV<t|!Bv)0+M0YB;=*d80ixvU%J=(h0$9PJ_<1eg>qMSV;`BpgNUUH>X{
z@ez()IF_Sh9L}%hSKg~B(AsdM6t($T{PR(*wLuX^)})cfJjRM;id;CFYHEc}d1Mz+
zcK7->-a`Hko|Pu(&a^T4k{^pCtFl%6JcH?t&8v)~3r*0?+wRc2MKi{ak3^M5v(4KF
z{iVNUE(s{ZoH@mJGK^E;y(~T`vh+!fb+;4Lqg!Zq@~yvB0)nZIE4j<Jm-Q=nJqarY
z0HW&3lz%{S6Ep>|ISxEN87LnI*Gzt1ttcj@aRwZ|(d|o6OBR7b?zkjsd&ZSaMvYu0
zS2ctV(F{{YA8z*Rr)#|3s#!O~g6@ANCX1E!mc`y&m`YN%xM%{F)*<L$wSSiXK<W;*
zMp1F%C9H@=mpq~=`NdE+E>1=QH^$5ycfv$En$bNdb&AadrC2_m`r9gmCBVOYIpvbn
zV8H6F5<-TRrax!BoxE*#EI>0jJ8{!d8zM#B*K2n^j)mv;Tq91XexK~X%NFz#H!Y$_
z!Q}9w=+~|-?rhePq6R1xiThOvA8_wR8r2vFA0JYji5S<zQ{shC)v3J~CH^`tuwdwN
zvt3b5i<X-fDn4<jQ9Zc%a14%K?Kr*29a(Dw$z0pK8ettpvU2%?v}U(&lRR>nFPEE(
z0D)-Kh|v>s4^jHTTyH_X1=$vi56RA0ygl)7p7;!JN4XJ6&PKyAcJR$ylO(Y;(Ut0|
zJ#W`;hoHB&5@jhvYk*Hv?-I99^3~x(QqKa}a`&$2N*{a#JWg~QyIVV>yuLCz_8?Z;
zs#p>ChQ%PVvw$T&ap_jQ(ftSb`rF*gXF?nPc;bksW)H<Es(!7&@)L8){TE=r&3VSW
z?^+{~05syoDtHeXIxI^OnKOhQiIyb6mjb3#MN#XM91?z2!Sv}g$tj!Ay^D1`^5?QU
z=jQEq(16sENx_W$DR<28`!s4xDko&g3&wQtA7xQO^TG&}%wUbNG_FmW=+1WX<%Y)N
z`KxuoW?%Xy-FcTLONDeEY}RqvTe|D<BlC9NnV|7)E9#VoGl_Ayy8pQkBtd{Pe5BD1
zu21;=p4rMQJ>b+`3LTo%atF-{+G(pjHc%NQh|2IJT(6ip`eZy<@tSXi_BeK*jS`sd
zBs%5%y3{x~Htokc_S@V!lvAWgrDQrD=cO2KeJu#3Cj0puE*VU#A{TVnagj-caCIja
zA-J3QJ}uc8HbG5Urw$Ga_GGX>U=LNCoJW#3d^OKc9vP}7;YQ$&R{Sy0Jg@^|g!;Qh
z?Uz;l(#SuT)6>nwZH4z>CB!Mx96L~v$yLI8Gb$l(`I4xl1BWwTWj-z3glcIFj0BQ#
z&H8ux$syk6l%&5K=YUCSg67*T+G8`)C7~$r1fwGbT2tslC24I^PuMJ?ib=Z}Cf(6G
z9q|le9mrle#YBUA50kO1cdGkJ?&9sG=4(W;>bzj(v4=Y{TL&f4#-PYjt2RV!xYvOa
zxtOU8?zLkP4q70bOddV{u28@$d1T2O19Fwh&Z)$Dg~<<Z5X>^v)!6(9&w#)|7YY2m
zC-%p_4tQ*+iaDu&sgL9OdB3>f>URqxpi9W;7h%@M&RVB;NhD$IqrrW#m3Xh2`Sxl0
zJOO?Wx5YZfS`c9ABo4$VNY7OS_8bRfspMoIibdxI`$7;^m;P%1NI@(YumJa;M%L&N
z@fl0SEV+JH#5h!HNZw*k&>j_ca%U4iEfvK~Ca46hTW8DvBoxG`Ihy?7PUy@)<3CBG
z>%#m~msL1hXZWQ$*=Yh9KQJ|EUxJ3D7N|321g^$QTIY9x#^Tt|1@tgdoM_Rl;))<T
z`mK~zV8SHX7iM5v0$)tIS1$R%RVXp+T~{zb1I+Rm>FGsNJ?-bj0P{%OBN;rP=Ha3r
zlk)ZV3D1gEKKKtTkZ;+sS7V4|^j~MlZ@yCFH=kB<kNytf8Bbq~_|QbilVtzfq!9Y5
zsZp^f^}T_!^fxSxam(Aa2w#YiVIHJcEEDXO3G0)!Kr;C~PddV$6E)*MXTga`cTWZg
zjQF(FpK}Zj;Av-TO*EpbDnfLMEcBi$i;}Yllbz!13*ZZMg3sB-U+h2TQ8#)xdar!L
z^ePupd|G)Fz&-Fsilmp_R9_A7{E9zT`zyuzPq8Q%Mg^~*KRN`R<L#=uTF?hMU8AM*
zK+g~lxDm{iX><Fn%7&dl3Mn%>|JK$L`)AJP!fhPWzkzNZ_Y<Wx1<LQAJ;32&Q3qD>
zNQU8Y9LuCJR{0f3!7xPQ6b-TqS!0Bi2eW09&hN+mU*f)ojc4=Ys1cl-i_y)5b9RqQ
z4E`%mNY}SS2I-;zFKB=zdjFPw_ozlAw>qEH2;*Zb@I9j}<>$>*4Sw63atXOkWV!m)
zqqEt#o7aB)8N;@k4E^AWemfac0Fp&8`$lJFSdo9JiyxH0Z3=9ZRZNomR&_ZB`Lip;
zesuWEDCuSZGZ^tZT~LF4E<Wxr0ivJdL-g~COgjt#2Mt-O%%<O`%&Dt9vv2yrZgoi3
zgmBDsDv<;=UEPb}+PEI%S!A?iwdS}(#U_L@7!o>>At5_vw`P%Jhklzpcg-5}N2}%m
z$L(dphFQc8)vDB3=0(vE%Z?P_M;j94nT=#5{Q1jM=N{0-j<NYY+HLrq#d%$2sJEZv
zY`d!SapcZi>+y4+u~uOA&UtaF2F*@8J2{xU#k?S4p8n@x(JRLo=Bs8p_O{X*5czKQ
zYufO~H%xDcQB@v)@3SgUnE-Cj*QLl|-)V~%NB|m#Y;P!0F?I+So^dh}gS?&CV)z}F
zfAs7fsVpLOdqb*Ba%P;_vWzmf3)zB>ECs)Z=6zod=O6y86ehJ*6kX64@JPNE3_#gl
zd-&I>5;%tWK+naCDSE`q>BZqmw^_m7`)@!9+R3l`Ix_diELPOBx^`bhpi;p2JM^Cw
z2G1yPw?49x-LiX=csVpQ1iqtVpofUSgcBU&FIiIy;Cya5Wg~5Ov6@BS3zXYW(<$We
zp4&a@_X0-sD0&|QQ}i<WzuSXb-fj4=rw2Uh+YdR!)Z4UIpx<y94|3<yrwEfAQ*FkV
zQ__XFxSEnKYcrm_Fb$viiFx~?m_>}g2=%dd8?Yi+Nd)!J`F8*7O@A%SuCd6IP5V?P
ze8Ijevo*pdQw;Wm;l*^coolJYfgYEX8+9xn|E&SVTfh>C3VbtwRU@@|*beR^y<*G$
zB47zwJ}e=DNNqKYQ*%luZH$b-m?q%1q4$h)roPSn_(TO#5%<m`qr&nu;qdA4>H7CV
zZHo|YQ@O}QACb|BhPmA=3=~S61zpg2<Vv9dgBPzsDi`rdA+dAwMf~7B1+}Qxw1mN@
z3JGbU;7s^gtUgGQgzV=Ekku#hqvOp^eF#YOxp}qT8I1S^0&W0h92j{s;}TCS|H;GI
zv|p+6f&Jyh18OOJhh_I9qYkM_aGw_sUc<4hlZ6G5TCNM8*4%MRTZZPss1U|>Osd&%
zqMa4l9M1yTkjLQ0P!oOpc^SsiRIW?xh4}%p&%i6&S-(kMpjTipKp5bgadEzW3?Q$b
z4h_bSTF}->(N@#UruPHSUPQ|GHtQz$5<$&k|F2bk>%&(%diHmcDh@1S9L)jf@I6U5
ziYGgOA5}aBxLFUnq6Ir$WYg-`$XhPSvfwYt7NaM4phPtp$YI`sKyzFTZV;d^Xl@a(
zw#2d!A72>p!Y=6(bo4dNWs!Mk;Tr24u%cZ|kBE;`YaA?I3zEcD>G2W5X3(S#(`!Le
zW@rxT(uDrl0pn}!9q{}MGcna;;}SU!$E1h;552?@5IF}G%-dfLN3&Crzn!cxNYK!0
zBf=#Pz3EQsKtQ7AQ(bvMm(@dh6qWYp)#Oz_=GoI@t1dY;_()=!<JqlRm;H4Ix&DF|
zq~N-uZcU13>ZG6%Q~c$r{LHYmu~~1V?BruE2KZSJRt7$J!tbVyUJ3lo=1eH*;U~M#
zzC;+a-ru&$SAKX_5TTV3@(A#(o`OE(%oF@qH)iJSe7N2+Pe?iQ)9|J>XXh&dKQSF=
zTtWvdX+Zg->}XckR<0ijFX*C19{Ep17Vu$3++&RrEU1u1q8CQ2OO1U@_B}2Pqqo-K
zlRfgU)j~eq_Gs=(G@7i;sScBCkwl;SM>TV;%Fq{J-v>M_?(6v>;X?2w0zn@w{Rw^;
zy1@N48r*=qT^H$qF4-Wd{2d21-tr^Ccw#MOeDxsdaRo$v$IBQCg9uao_M&R>(*(+O
zoz3BEt<s4?x1`I#S4JeEC{NfmB?)~GL(GbT<J>-_3I@XqYieQ_Q<EkZxTFOQJ{8Bo
zs45sMT4S}jowZyWgub_`KR@SDmwh;NNhsVIv3tR*!eTKO`?^H;+GIegAqCB?=XuNY
zX=PO#qau8G&&MjKyEAaKtrpUBKkpg5iD*k{Xoo!eA+i6SAel;@%XW2vjc~yA_GQUj
z;?xQ=1n*^Jtjo&vkaheZpDw>AIrj%yj&hOjr%toKbT)aQITw>Rm{XSzvG8~CTOTP9
zdr(S~E>UH91C3?sQ6t`%a~YVsY3gGQ@BSGwZGj_Enbb1J7*+`)WZzU$xL18EV^_1L
zbe4~DCoU!W5!_QC_Y*7^2ju1fYRJb+f_Va&bcF+OM*|<&W%0Z%K7kh~d!mp8+^vjl
zHfZDA(Ve*y<pf!VKXBH1>C~GhKO!PIoUTIfV#YTbCD3jRfCX2@j?t18o_SOdB^e(c
zRR+1UC3ZJ>RD{vy?U&v(;|&C|6h?m;;~fSX9P)4)%ozJ0GlJW2l)pz-&aha_dh3hQ
z8t_LT7;2(RAmtqv&xG*g;p(x`hmSnvL`LId+<QgcjdenpDY!*wVH~TzIu@(1nMjx7
z2CV9s*2z?fkW#JxzUw-FqkgC_!KQDsvs~j}1vc9oov7-;af#@MrHx0Z+h79@-B(%i
zn_0mlJU;DIpWI}422vSOT>M^f7P^oLe{^u#C=SG0r24pCNPMRzY3qRQf`>yhxby?j
zuHN=h@25TXteYJwzKN8}y4y~cp<tnbn_)uuYyWT|5&GbyU=fJxQ!g44B#7cW6E!1v
zYC?5hk8jk$aV6B$Bx`4$99VW3p=PrJGt(;u2_-*FO?#C#X!$f+bB$SDQ}8P!wV1h@
zdF|EjBPeo5h&E!+ByTWN2Or)(BWiX=_W=m^&%u3Z(ca+ub!1`i#~5=iWpnVqhaU!h
zsqCA<k=Pu(eF*4}<qpe-1oGyOY6n$eqLa-vn!<3wft%cD_%1P#5V)d{pzP47CxsN7
z)QK3YCVZbmnpBd(oD#j>4`m>Wit7J11+uG;;QSzIlY;66peXYGlQyS)=&Vx#`jMr1
zP$+hXre>7l?q0w9lwy7~o~(NU3<TC>M5+8XE-}bmcB^rkNt;}^=214uP!VL!HlfYC
zE6cbZMxZceaqXg2gy@!hIT|UaDQrq#uj0N&ZkTFb*2ldJ{&essirm;w2Hy+$P>`2i
zdyW{Df06LxUsx*!-1+3KKH;qW&k?J%WG!q&pxKKVj$QyhQ6~BMkoA~sEDd2zbtVfJ
zH-oD(C}Vn)mz<|E_m&t=i`%X!cUXx%tTolmnf(mvio=y9xSmeBJzP6#LK)0hvzqep
zpC|8<nH@u)`*DQ6+((vqgI=l{gMTzxM;I3BO#4i>tUv7;0S2*{;esr1Z*rOX>kB^f
z%}gY0=?y+Cz2vvLCDE{aFH35(Yr5>Qnk5P22n}nMG)CBsosQ(LlB6bd;|4=nb_#KG
z`~`AQ2bwhoLWw=Hdby-}=;^6sBtcZ1C%}Qd#Nu6lM+FW#vD53fmyp{UmU$DQ!B)r!
zYZqflSK?v>nGkt=7IunuP?a@XTWsAv%~`lePdl3yl)?2EMEKMXV)V&v9`%Sv{mH{t
z)gyO|!2SxhDhWv4GZ@XtmU+S!)aeLiPV>v+_R*WTW1Go7b4$u|qDVP@Rze|&EDp&>
ziGFfkTqHk=Rk%y(@z`RKu{51J-Zvyj!>FOOP+h_TtZ6&_`vLd>3o&V`$0TeF;K}Y$
z;>c3iWQALXnvsE?Z?bdu;F@JQO;uIV&$<}`jH%*232Bz7NX2p{N0v-_Kb7~?EFqOf
z9S-q<nJOrpxJJo&!I}@<*W&V;b)N)E(W}iYrzdTgK#o#8XdXbWVfU+|%hkPV_+!==
zY}!f@{#83ck>e$LT89)jEJr*SQK2z=1X4|hOGOiVHE7G-6i8gYaUMe+{b4+AjcGre
z;QCk~jmL!-#PUI&^!dyz((7-6r)hp1ADb$)!798UuFFi5LDq`#)rGBIPm9a$Lmu^&
zhrMZBVA`ystu1mkYu0hI!3itq-|t$9+x_@B2a-P8E+f#t02(%tn}hBdL%%&hj+q1r
z#b>)2S^J3`L6=oPFL41x5I*}^XQ1qHL9_;i?RK{@p;Ea7%CT=!si35P22SJtKC`@5
zE9TEFkw|!*w)uyDNFjN2O9hy0)31YNCaMsg)?LgWN^|dTCd(`Ou+h1Es-Wg;_a}I7
zuw9j(2HQ7@Pp|9`Jd!WtP$M-EgNYQ3nY|+M(D*3v{3exj;N{S^*uAhSBxu2cOys6X
z&wR{f@f4`0Lj+%9Np>AR!*`tnt>qAeZKK~ho8u8Xqf~`?!L1LMs#fVAX}>l{vn0nP
zE9t6R{(c!&ji&0o9@1&Ys}%x7B*|QddSIx4!B2HP+i!dWb8<4iy*h1x=V}-1+yoUZ
zF}F=+^A87Apaaz{1G!(H?OWMisq#X`3$kv29ZH$lEDu>lri`TFAof~Rn<qNv=C>{+
z=F9<uxznn<q}yBmtgqF(uJO1`$97(EKfRsN1QHG53fjqtC0NmzZ)q6&5|JX1Ai&&G
z1vkFT5@SG@4be}fO9Im8&tTTdKb*_z)rW~4i5)y-oMDiFj#u5~-^y1J__JXS)DA4G
zKdo8ac@5IoI6;E6S0?g&jsxHLu@%ZCz?5RQKyK0AWa9scZTz3=N3m!Oa2I?HJ?zc@
zk#{*_1$>zry$@I0{LTS72c`tLy*{6rSHC3GF@UcJWUyAi7Sc`31Abi|Gp|ucg_jQF
z0qQ1-;mPqhV5tGJ^T}+j*@XMf4=fab9LwXyhHED<aPC5e`ML2s%$x7L2?xPNnK9*(
zJMJ&J@*W2rI_B!%eDWYj0TU;2O*%u@r}yUVDkzI_{oGrwl9~>JjD)y0&gtN&NW8p~
zJIVW%XQ}n^Q7hXTI3ZLMeM*|pUAy5;2NIJQhnlJ#I+EI`%V>bux<I_sH`yRUe(ZzK
zp27QzJ~qP$TYJB2+}(G!9~Emqwq4D<@CA~!r@OOd_c@=Ac|X6FMc92N{W=)~A@uto
z_y$@0_s(ske75xc32*yg!m5fS!26jb*_tZDXC4Jjdy8pr^|Oc2WK)W8ZR_kB0L+<Y
z+x)x~8D=#Q>u~}OLRaW*J%Qol|DR-y#k~DjPN){?EJQZ^xqx{&W*PNRRh)}RK1Kgo
z@`|a`0;tSD*GMS1d9=U=f8N?T3`u=6lE6*i#f3QF+<hg&+r{ed$Uv^hW=duTFLhBV
znC65_k7q!ebzwsGl(F~y)YMeClpcSxqv(gg*Bfjdki0pi-9Li@{SJPJ4)zw*@L%_k
zylB)qcTYMNpB}$zu!l!i@TCwBAm^z8TnldN#im--sFab=-)y=y)HZUpSH9|M51R{*
zl3MI@4L*t$n`-X~<baUSQYDi&`kg31i%po-WBs-4RX^Sw{nk6#mI*vCpF8<2ES$*B
zi1}Z2u0)VIs)rVU9x-<@xL`;ZYGCb?r~df6q9JdK7ze<pO0=0x6JJCxj}XLI%E)?Z
zgDj{7>*9!8pnRtitYi!>X)-LmNIvXFlkzjHvT;I;)9S*f3EoT9BSg1SoE1Un=3*lO
z(S%kNmEv4z43ew^`r%u!iSd7$pQl5EfpN1pr1SE0gi&I&Y7B`!_Uv#tT|3|8sQejk
zwtu!Xj&-J}iNX5sW>j^ypf_MOo{JVvsKIxfpZ%|tjgs%KFf8R@$LQYI7fUc>s}*#_
zFOPrAvDH?~M##pKN7LNwV7!*+>kcd%100wCL)TkIRpEti+O$Zkba!``gmiaFOP7Rz
zlG2@r76cSf>F$>9kVZPCL%L=k`Tb|syJp_6t_2?U+4016-_IXyZEdJs$PI8rB5bYJ
z-amaZLmu>VwUk04#Kdc)$>VfY!YUR?KlNx1FvAUQyV@lN_2zw$dQg4(EO_=uCIkiD
zH^770Jl9k+1c*o6yA~L_INll?Hj@aG8TX}rG!klwKJ7#F;?TevA&R}S?|D{fIpnz#
zjHg|sTMi&LFjwvKORF5waYiecE%*bLpLq@Tvz!J6Tvo#d4IbOqcY&i}ER_JXJ}aWj
z_uHR7r1MIKsqa2$e-DeUki4TT_BA{O;S1q&hY7^Cw>#=fJ0DGFt@jAKc5oMwRYe{d
zsMi}py5~q0ZoChoqt&J!>(N|+Q?1W!0{Mu8k<`Ua%2tvz9$Z9ORr-X*s&`x=S5{d*
zxK&%A^;4)#?`UBBKPx+?;(PKUBdCFiHXj1ev5q}3SrGMnveRJ^m_V3S*-e+=6Y|>Q
z9~nPf>u|s?b@x92Z>?}v+%2ew&>KL2mmib!j4~V4VdXBgW^nn{!n55*=Dyn+{>P6M
z;<CIp`Mh%M<tgHPBL-e8N}Mv%!i~{^hz1zWfl`|5MGAuW3BTKS`H^r8Aa08LI2hEC
z-+WDUn}be@8SK>oCYZ*O*a2k8rN!CE!yQ@{sMmB}dw$<KTV?Z0Pa(@fdD!4nuSb<b
zn<u}Tg>6%rqPn=jNQN*W_4lY7mm_kvEy$$+o|$U2!IYZnEGPmWZDU+MaV^v?K9csU
zUr}n;4;&e<JgusV6}%^pB)pwu9o;wz=enCBmfmf=j+2Ee#0*E+t_^9Ro{r<xFuw;T
zTB1(NVj^5lC+l*1pV|&Sdq*`ZIXvF@)rNBN-h2MAjR%v3c-n8p|3JIez(nz(0r+Pe
zAJfctch(xW`m#d@QtqOi{RfK$stGrqz>{6VBrnkcSS$(UKUfU;{RG^S`@F+2IgjdU
zC8Ch+D%)*38bP@T8JVCL_hokw-rHs}9$V}dQ*=UZ*>8Er@OMFJqW65OlW`LWVvHuu
z_z35Uetm6zbw<+g`KCCXJ}+#uo1S{>Lm=V-jt5Rr;!VmzEu_jnKE$XHW`@F~7If0&
zAqlmZJI<CtN%HAh$E7de1tSw71|Xl+$n17(RX;(T23!iGNZpZtRCUW0(+zUGQ4azr
z$!0I{VVNwn_>a-b*L<g_F8{l3{h>Mpo!Ri*omh@=qAbg9CYBjI8XBqP6ywV6L;eV!
zX36>2JxV?p39+G~Xr#jU4{wt%5VP|B!INcR2NB+;v6c*cdGXz=WQNRUq<H2DIy9U&
zcdsZ*^7y?S;e+^Yb8svttY|QhVI^5iZ^Zj%ehGt_ErWf>WoLrHeiK#+!ZJi|$hYME
z&ifr4Df<ZkD!0Kjv6+Ub^cUjEi)SV8{m1QyG39w4lbV88>pojTOX2U3VqXVDH62M3
z-j3+l+ATEjNIO3lROtFCBz@TW;7fq$g|I(u4dx>nmu1F&)LT`a0j<|clbd03Da}<0
z9CK1*nh5;L#o&m;v>x<fz?j-kJ0(VDW4sB7;PEgj!8A{0M=g$y*H0II5<e?lU&5*X
zwbK+rT*2{s9s`0(dO8$LIhS>I9eVTf^z7hy!F<4)*QU-Pesksz&Uo|q!5`>Wxc7Sy
z^TC+a67|H+hK?aX3>OrRBw3*(Pn;FrSL<6{6PfIu|1OoT3G7jMZ&*P$GUf1RfNli4
zYG|{A?4CUpt!30E91Qw7Xk5B`yP`JJ0K?1{hvnQ}3A^Dd!R!K!X1Y$L%@NN)1N{<=
z0tKzgb;zY`gb+Ffz~^n}KNvtBOQF;o6b$!CREb32DRBqOQ;>|C%ex3i(%QpADHarB
z_X)P4{y(nCP%XoYoO6jkfW8Ek{twJ=dqcQyYmqNPme)aig!c?ql)-I?XL@;}E5Qj%
z?=ad8snmZQ^x<Cz4X$<0S6X301K%8?g_mVxhIP@dVjYc0!p<_U1JTiXpSQ^(!AtQr
zC9ENEvSYldU>l@7C&s#Q=uCxqA{S$(g<lYgit3`rTSIGZd~x=!JLLVCeJt^^qhE1*
zo;PlNUGMFW>Kml&VlH+6G0b(fuNQEVS+NtU2<I*l%?Q0Z)O3@opohes%Zl<dh8=Z-
z({ReF0#tvwyk|*1+-de83jJXDO#q^zTJunFM$-oeH1qb-TF<8R+hf2S*TZcjBKw;5
zLz`DuVC6?MZ75E4Pdg=k9tSxcQSPO{$W=NBv;LReLr&tbQ8)Q>j()zdq~rlC_Nx%5
z0n(85`otOG7aR#Cw~$1U&pgl+RMKlToQ^$+EUrs5{ixON5n&5&>{??DwgxSsJt@F-
zdC-9X15<hFcuw*yj<oikH+m}QD%Q8F57HidNNOg3s)+!OEuUqn(z+^j4hN`t#wl=i
zpCBRT{^1D@D4J|-aS_S<6LF|<IWiIcg0AiN5#u`bMT-S5JU`iyf!*zw9)}QJ&Gt&T
zGEPiFVv6}Wtq|ti*NreMNClWmiAVG2{k1qjRJoH_HG><Ra=*NJJ_k5)3&a^H@>1QC
zl~0#|4EzQaRXUG|E5`sNi32)Q_tVNXzF#17-c+!gj(Mzo#loGCp+)|+`_xGy6X+nu
zHC)k~V3vGAc&(DbNQ>ubJ(U=3?rkH-)QZth%K)-YFCMYi<<S?swA7A1T~ppell6~S
zSI{lE^^!fWnzvYHL*?~j7$M_#%69UigKx)^i+XdKN+QmYnH}&^)Mww$IDyQoE0Z{5
z@lpd3{vQ^{V?txRkNOX&asapznbYbDJOa~c`i07@yFKyijWIDeY91acyc+P5ugP-9
zyDO%u@mZ2p2=Hb$uGNxANW7$cVHX%($0Wv=mrsBQbd#XPXIDFXCQ7JvnP=Gj%)s1t
zea`333|$jf-slykoLa@55fzS81`lZcm;}so6vmh}@ki$TbZv%K$qG)v)ILQT_rZcS
z{L&!7+To*ldrq$}`(FFzk@e~ML$lbjegeN~@?qp{wICi8yfqVKL+#YqvYW@-PbKf6
zDOc8r0&6{jL|w3aD0RvmwHV1scGY97{dD)XlTO5+Oa8zxI?-Q7{tdDf)nCBVxt3Sq
zbHGcb3>oSU#-e?RL^RE9W97W6c&Z&vUN<K3&$sN~+{K^%Aaj#QA2h4Sq$6Dv@@$*C
zkLb?<%^I93F-EL(9q9y`b*7wJLb>H_{CJen=<UA3?iTl8?F{m4Krw@|$u{bb_I`!X
z?kD&H()*0rC{)pFMe~Aqq717#o2ab~13a%X221BeTv)dGoDa98pet{NS7EGRghC&)
zu$Rid_I5(VyfStGYiHOPh5C~Nd=YvMXj_D4hz;=<B^Q%xHW4cPpqvI-e@JP0b7{-*
z`rk9_Xe$JDe~nn<XcyAxlEGSsdEBTu-&xE;W-!#*=VBq7Pj~<JaAuc^><T&L$eW9W
zEmI*>n125;>;EYT5?#RzHE1|Q$+LWKSAR-~nb(db8|Hefn;u3(8XkqL+da)<TGI~b
z9sQ`CuP@)qOI?70)R}X_fY%!}*)Zk_hQ{Wh&p6rU?Zr0v4nCJ%jUwBIMkDm*I0y(o
zw*+QW%@c~^4L&8giF2;9;-pCmMl2HIo-b{`kuQie-}C5Onpu$YNvuRBEm>+@@)-F(
z1O32iiqk>Iq#?#uEis9o8Ee9Nq1gCv20XLcc!=H8O83Qw7+>a=-|~>C$CU%%Z{%q5
z?4<k!`nRH(YMvs0gVW0iF%*6^oV40}uiLsc1R)prqB?4a%Jx{ZfJN%&GCJ|gB!uv-
zi0L&RnzYALrk+XNb%?#D*ul$kBc6y)$Zi7jSJ$OS+OGVz9n%+P2<lxZTkZ1kNu~|K
zm>rgIzfmaE`jXuEdOSsw%GmI`Qu?<~|F%#EXeow+>x;;UwD!-DQ&n_mNI12Vb*ikN
zQfLTKA8)AaiS=l(zdKG@ir^+(L@5iXeMH$#2fgC9dHozmv3j!Odiw3>Vy4r&Dd@Fz
zt9kLP-xA45MDiT$9$uHTfxFQu{HJA`8(Y!dnW3_b%W6iXp=m`49f*E`K^CkSMEsz_
zYp`P==P`|2m)gHUU-9|@w{?iNQD-vKtcR>bx80#W9z|C)zA^5%a)!v7Fuq}0sTL<2
z5#|vB(bYTR`1qf~X|am3?hR1JAh~Q4=oNb*H&C-+Q5yB92Vc4?)!Q5PpG@?=SD`;H
z<a^CdY8Z2Oq&lafm82%w-Jx^bN?jyf@DheJ+jG%l3k<Q+OkBF`=G!YptFeeK2ZyWy
zIV~m0<JQXjZorI>m>5dqNbnK+h0ypdn8-=|M(DMMh_D$aD0A8_=BCydF+Mf-DfoDn
ztVe#z)_Pmf3R}}X?dBoW(0hBt<0anJ9&{5yEjIC)nkOnku|^FKos#3-0WCS&41b(m
z0JC_BH)v>Uvb%wvv;H>_l%zFJxs$!Tzi?I<CB<*lrEY^a%O7y*TY8#+t(pSBJV@*y
zkuN>go@^EhK0!1<ss7JW)L7omkq`4VIk7QjrUt!GIjHRZTyS}(U5x(G?*6hzG=iq4
z9f*<6PW07AI~`}+G?L6|$VM`zk>N-^)}Phgf{gCx6ydEP&Jo%DQD~Twzacm|{_>j^
z^(wWqMY9CLhpeucpGCBXg>#36x4vw~LPqHn=;Kn)&1ilgoe~TCtdod(NMyD?^T7^r
zP|?-j+%>Lu_O!6bTjDZa2DkBnGiR&IJhGk}rb3*<>S;Nxd~c%V4ejify;xUx$CDs~
z7VXYJFiY0dnMmJk9^Nj;Ait~7zs`CZqeQ+UU+>NiB)vx#?t9U{aCY4_^a0eKa_?#?
zN{B-@Gwi^75`<Nxz7z37k-~k<Z^fjUJBw^2daM8F#>qWt^B<hIg{V>)pZ6i-!w3J#
zKo_%l?_BmHiS6SKl{X<I#vgtP<8Dz|Zm)iOKC}E$@t8um9Z8gmCbr)nA)$wLwN8(M
z5Uhrm{N^!?dJz(th_`O0Wu@g7vfV>LbBb2^fd#sI_owKJdZik7gs87}_HcN17ezrs
zUF#ICc_7n$mF`QE-S_5Zb8qMexGSwjsu6FV{N$MAht$^WfMxphwi56LsPzp4lYGjX
zI`%|0o+?YS`qketx#Lja;Mq;_QTam9-Av`Wr9&h(OiLNC>s*}GOEiYC5zeR7w&UP*
z2Gyrp=Mt`5n!AhE7!P=fZY7K2D1{j%A-$zr%cbn+q$b;-3K(<i%gW0xb0GHDe9`k`
z1>!%j|J4Hju2ThzZdsdAv<f2{@1<!)Vis3hfUx^oZkg-l>J=~fxf}z^7{CN(D?wud
z8Ds^6X2UuTWD%k{6YfM$%NqII<jyxKk`<9I9a+oa@WTcLkes6wX85d<iA7Ubb^Nq+
z+mG{?{l*jP?s15|T?6*lV8Y^Xm-^I|V->+yAP&a;7X@#E9j?0g1fB#j;{vTLUB1>F
z&x}XH-<==b?i&GaVbQ>QCodl~*eY75ocy|IPM5h(OvH}dZ$&1$@Qi;~TB)RU1GoHs
z6{l4z&m;Y`ODz(6n{Kwf-jS|3js3o+mqcklp;v}w!5$}lHz>%5J9Dy$5>~&NUruWD
za^AI}7Aq;9k-}H^CkRfd`@2d3;YiQr_mAwO|Kf5$sA~JGBv&<DjUb|v0|zO|s_cGa
z_xt76U`o4{!ahkr;GhnMndPDvjgJy7fz4NJBK^7Z8YK}=At{KX2=C<Ckn&w2p9&z<
z><)!TWX*3QUTkw4#b>>XNPIsgh3B88@`+pS%;l6^drphW<a}>-W}JNYbmoV!SvML_
zTe1434WqE7q%=i29V}*6kD2rY5_#qT=~-RSf5Am0^S}fk(j43%9>Skoq&Ai}gtDac
z%TER35!{{L_f(=}Yr>bSKx}a%sm8GM#^ZBCm?;_Z=cNr{>Ym4ow?C&7aCG9g#ad6=
z<H)x}cy+p5QfvvPRfx`l)xND_m=XtFxGB?<5l+e#4qBBcPrP4VK!HNrt#vsEJL!W*
z_a<K)ZYR^cvJg-2V5dt7X0k*6UL{Kla>qhm32liKX$Y=4A8B$ljYoDugnZ)#-oWFA
z4i!G5X_$E(h<Vi&iMM<D(w^v6s#`;Rb0jPFBZ|rQyqDB7X-sc7dE7)FaWWr=jn8A?
zduvq&{H>p1P4&aL!@~HSJ1KO0*<2C@Rf_#Cih?ZMJTgN2i#;1qUUK@ON{k_E8UKw{
z9ik!c<XpAy0LIcL)=uph*Sv+$oo?KfYb=im^m=coQuGxbm2$5RP9TJ3-ispQvOHM7
zz>2f|GG#e26DRaU4lLX%#}^LgfT$XpwcN{3%HsbD{%u^djW-1Jm5&+QAV$-AC?I(k
z;pozO`fnjaBW$x%hz{lPC~!VBvD)r>8CDYXy02l^j^W`kWb*}r;pB1+L3Wde@$84r
z8JnTL|I5=4iiID!E&4>sD)js!2QkOcEm6!-(`I#&=dZdynOqPi?3>7B6mPNEwqppQ
z|LFgqNb0ipO#_dI{jU*3`h8=&B2h(HqgJXnS>IK1&HZHhcW~Hdo1~$=fB8o)FFCh~
zQ+Wq`%HRBHDc@(A7bm<{l4Gn<Yh1DVvIBdAi?|_!1+(<DjZAUKb6RmFwWkG<aD>Ii
zXKZ?0?WKb$$5zTKp}2IX1GQ*+;Y7OY!`L06fL&Sc6G~$TfD+z5BQo5{K3x+;WzSPb
zZ0_BGsh7S={(E&(1|I6!ACb`Xr$6E9=ZGa)`-m99W6#OLbu^718}#0JspGGLiM*Pt
z>R-;mQ4v(VxEkMdN3AhQgyvWAM&9UHKFYTAh<{pazqQS5y>XEqQb<xT!xM}MgX*9=
znJw-jr=tLp_96>IkA+fsGsS^`S@ONWTa($z7Z7oBoxK3geE*pQg`#lI0}H5D`1%9F
zxV6V?Cm(3<zQ~BOg;f+j@4u)^!}!V)06>Qhlxa(&r+G>aV@AJcq^a8?iSh@YlTXk1
zMLosOCm(f8wBD04?E{!;_&38BotF)E*{;OegBcaRldT`l_*FIsE~vgE%WP7g#&|Uk
z74PDsEHpYa{HgWYweIDMy=jp+4_>eEj>N6}aaKAf+~ruw@bl@u1R%sx9=DZ23_nxP
z3i!gpsW~6U8xBsVM1y&kWc{vovv{E&W6!2Mt2U-dw#3Xh8M_nElRsn?_oer;EZO?3
zXH!oo-E4LInRIY>jjL><fMVjxuh*R9sd;8{W6BtOwk#)d?zjuQiJT>HYB0-@)nIA<
zAmx+r4{G?Kc<#2vi6~>&t8y5VW*|}J3ySW2yB&BNR@vr{S5Kcj^RG@Q468(W%2u>5
z_})<AElU(a+1zW;40??OF{m3zKCMITBafr~qzlwE>RfJ#QFB`G7|;803RrZcE0kz=
zjq6+h?_zQ7p^?$y0=cpf^2}bb`9b+ERx0|XshhxHHno{E1;8R$1KXIl=s6Nr_tpvD
z@IpA^)M4gTQQXIJHJe0|wO4028A{#u2n)1#FPKid1ituSi^6aGx8(<(S#9ux>|H2c
za&xQnK-f#^m$m*7R7S@Y*%%j(^q%0&sN{OlBy8NW=@Kn5Eaw<fejkmtL`klb1B50{
zFqhoyj7^sV?As!5G4l!xyfiZ8ss7@|co;eK<TtdeTJl1c5XWK5E9DBPbXp^+P6nmY
zY;)DT^*$+`7Ag^MlJr&sN095W9QLi{WC(f$=czeG9nZM9ba<rGEvVayCMRg>KZWW-
zqW|>A=|e|<ukps9<wr7nBdjJ!@l<;Vz@Y*HqNUgjO5!wdJ8+tlcGmSLOQt5sx<M8<
z*X4L?NbBfXn9fRnuU`z}t$3eP0Kj4BF`eQK&4`CT27rU)^R%qyuM2;1RI-)ykLzTS
zVk0w#<*BH6#Z#J+D-Tb4a5~N2AalquicM2T&ns|%3ks-TuPmGI@lr6MxMvpTEOUqW
zCLboZ=%=aAu+$t5@n{X<o!b@r=J0ap3V$i1ISeSH_h*@BMKYLVhn$b>-X;!f(ilb{
zz0Bk7;<s0nODkR~9ke=yJJ!1Tzd^_seYYny8Yw(t={3S}XrwO$+-A+()1{MR#Tnz&
z_8HlY%(F<1e=&sJeER3mjoe@I9{R{U5|jLC#tj}YV=ix61;*d%a{t;yc+-?<2u$==
zi@#vwSCHJ~Z{Vxde(+L_${$iX;R%LIP-sCkuLV`7NH=*X8QK5H&ojra4GpUS%<h6R
zd~if}%Cmo5rtYQfdQO6zggR`)L^6Tg^0NbJA0@1*!n6QJ7rE}bQn?{5y=uL4O^PIz
zoMa^@e(uDyYhzvB3Gk<GQBeja@%J@RwBgP!cH?u7i?v$F`r})ti0Pmp%PILC7tBrf
zr(<hqz)<tZQCH7$VsphBtTV}&M$zPuv^H?`wG`5w5;O^V%YjYA|G0_DdMgz7!6upl
zo5-h611Iv~i30@q>61Ysdn@47{f{BY>y2R&dGo2RUzUj(zmH+lk_UXB_$Gnk@`bws
zCqX*TE||tRfps50I+7}wDJ5ibZj+5<wGY53bJ)AtAkXdlcCS$57G2E>bgE*!3bjwv
z#RoaC<)Kk0vDH&*e^&oNJ|Na7Pn^&kjz5hih!ul+ESB#Wmpem1BBX0o9SblLw8w@B
zC;yBhNdREZgdn}QRb4E!tk*K~g`iXR7L)Lb+<*}m2x5c5e-vjcaf~PL<dXZ=^H&*)
z`aTVLiV`B1AG7n_X)@Zmxrj#Ab3LYRsm&+I`Lrz!pSSID8NQ=`DB}DW88_cTzBNIE
zOF}tcga)i;6f5M$PitZBrQ0l~bD)X%T;9qqpbF+5@6{@|WMg;m=48^wUooJj#~3?_
zR;L`GQu|GIbA)JOMS*AUc)SGe1#FCX2I7SVH~zX6Rrji$LY>eWIM?-&PXMRwOU5H5
z{1t4vre{p2l1+FzNYC5e3Sv`i*)M4^I}lAhc?S6_ckHm#W$;{%f$h>AtDv&s`06Ii
zyDPhYEJ+@+O8p156udl?nUf-kS^k`<|MLBTWfLwpWN@wS%Tk^u;Bk}O{CqiK)WjFZ
zwkQ<R7>8ob{WV4HxY~l$+2xNSR)PZOSA2$W8XU6*7|n25jWY8Qs!~!6*o03J<@%(~
zDA3=p=p$)fhL4x_ku)($&(117k_lEYQqzx>XDZ=$H!m|4?;MTEpi2y~%r9r#epEBJ
zM1vZ1Jb1zp9$n5pX$b~oZ!V38h-e(psQ<rU5rb2}_`l~3A5?jLw4RE0@D;pGh+j)f
zG~dHC+C<2T%`eu-jm!M5);IKWi-HltDC14-Q;leLFzYEl+Y_-;`v@c!C1m_k0<3gt
z##Pl^gxe*uP&q~P{80hV*Rkh<PpJFaB1VF|pK-d3i-p*QX<XDvcR)#K#;{$ET=bkb
zeU>N1U)-Sp2K`ng=Bib;{o{_S5Lk~Q4g))m3hcNbJW?`&3r7Zr&fl$Xuz_lmA*Lp}
zm`os+3QWQ^kUN+2>{FL23CbxmgR`sLt#YvUDcO57E$U?|3JTIES8+p}2IehGUyDbw
zS-1h)is!K32?LB(^%vrNS8!u$HV9yXP^jnMnTMMJ4+lT#u2f1%pUJ4_HfCJIz4Cv)
zP3X;Cr#Pl=>ugqfL|+zwYx#fs4OwJNfUve+4mjZ5B2jJr4&n7af53Ul?#=6_x5yj7
z-e(<%m$*j+`D*UvjJB#8(Pkuee@(82!?CMzSBVQ)@oq8!DgG+339Deujeb-sLB7Pl
z4b$AZtT)~Jndbn98SSbRL>@DVjz<6bb%wGqVX=~-`Gk$x3%5H~7??G&ZyUvtP+jWJ
z**$2~k@I*uqA&zsgsy_?B?MeAZx^W~tnS0-n5l5ed}oUEIZ*P+%kWBF`&uL@aKf6u
zsm6VT4kY<7n42>SCZ}gc4rJD6#{xvW^Sgw0q*L5gv=2JPVXtu0+D{f3e}rYV`0R~2
zEf@=V4KBntMSu*xHi!r|fX@xMhSEQJ&63`R|BuI#KWzyR9^KJIJ;PU9aRd+1ydONt
zVUgaYnAgP<5HVo|QgGd4?mooA<<#!IShf3+NN7)#E0&TMaINz&nBocEh!*HdaXtaz
zoYhJ)#&5A@*syM*xRMk#2r54ukW-M4NxH97Ku}IbfE)lg1`!rj?1}@r4{yc(-%~pF
z_>@XN`5Z0*eM$qBHe<;|V_vBA-UbM~v{JHp`Oc-#=7oN?Qrf6@{|B2PG*xszdJ3rE
zKoV_2?W+yn+sz4UU1yy%?C)4N-fw7U`6KDp@?U&1^Zc$O96X!J)x5uo*9{ntaFx&^
z+!Y|W4c27p(N@Ko#hoKd>0iNtVrr5;c=q2YWD&oG{ID<pEFn8D$VWW6fwJTldduz5
ztnLB;?bGA;$bFXNs10tp#X0l)>S-e(@5`eS!^Ses*2XtK@5iXVIt<E=i$S?8W~pui
z#W)`{avX$q2@Zie=kf|W6vXgw=F(IpdJsM?aa-{Myz!;ikx>S}Gu$A0=}9xfUA&eT
zsQv+0q)ll17I;$t4K))J6JE(-rO7+5x7njGlDX}n@L=|_zyHkq_=!@*7u9_Rm)C>B
ztEx2LhE-V=KrzF-=-y)Y4!vwr#H%?F+=7{px8R58@-EhZ&6;!I#0+s-?|oJ@=m^xv
zI$a+q7H_1{>0r{Ppl5JClIq0=LLj{E#vrN~*+3MPaX0-F*0%7eQ%(dS;_wHHri$T2
ztMhpgurO-{JUq~Tu5(e`$Qgq9D`LwMoinsMyfw)0#A3gcUwROFC?8dyLcEfKMDs~a
zFVC%s=_ax*n4IDs5S9qRK({-D2k!JeW44x8qVR6KkC~~SoRu6USYm0WG*RH29yX{#
zyp`QT6&nBiQF>OJi;rqp>yz+TeEsj`r<hhYaxYJBaKEkhPx)zYsLQE;mb(sst}pJ?
z>%0D2y_08}fgQk^2ys_@Gbi_g23p}K+CNbhqMA4Tn>R#_lg&h^z?OrZAR|S4{o2w$
zCp;^%<IfMG|6x;^J~Rzy=e{lm_da1p^I{iBvmTr17Q#<y1h_#VYhQj-B}>F1;p+2?
z?n4re#CdkA(0!7pgOE1W18Il0Q&XxSW0-o?z&zPCWChDs%1Mqg%ni<bD(3){9G)PT
z4Fg52;q;+vK!icOu_tnJF*sXGE)>$|T<ol<kLOc(%c)0`8`aVg?cwwN3?S*B7?7hR
z>J@Dx0;7P|d2KfiuI6di;2UtTrgI9rQve)~@pxkk($l6h#QYC?$O}Gco-$`Ea1i>u
z*276ddVO+40R!#8b4KDa<k;pIBCZx1B1yIyld_`6D|z=lA4pPgi17EyZ4WV1{|uEk
z){_&IkeQRt+m~_1vT6H{03`8>6B!_h*)8ew&AquKV8;0Y3Ri8Ib8mN@q>qGWc$78v
zs4QacmI187^u(vI78z^UWR6gjfXL_u>$uC5;5elp%9OYGTJSF_Yj(hsgH}TO5!n|h
z;xQ=0<*;#+FvXMx(AE8lCzve6M2art+Y?1_dengl#T09QyC{IUYtto$M11N0A2bn*
znD#Bq5a^1$2L^k8x5qjJUWb7`?VwS{;2M(dUfPm?DRcRfED>)icN{_#0y$SaaBH0k
z^%jt&{xHnHnXd3`I7vrwm;TkcUJ;0{@m!>`&|6qJmzc=QVWXcUINq#wi^2ULp<K}4
z<VIk591l|W-qbjSA>`2u4Au@9*Gcj)vq>y$;!-Y(6cX_cM*3WEHhVy6+NuL*D|T!|
zEb}q*%Y?P-ux}4QG?^Hl2AJKmz7PLnmACfKDsQ&N8;ou=IW3R%LF;w|^XFivN{t<f
zU;xMY4@m5WC#IALeh;uZVi14ro5>uKa<Y%qgtAcJ<O&s}1-N>7xsHsAZ@*$Jld%h_
zMg!^*Xrre2Wq}1#nGD}x1{A6Lugll66-hL|K5H~5nG6~_Bv873#MubQSPI1rv2(Zj
ztu!SVWG{dzZCAm^SwWDHUkaXvZdzr}J^m@x5_lt~i%lNnlfZaUt#ZZ=pf~QMni!s#
zYybc3;4vUihacfVY)sw2Z~C=w*)M-(-J6I0OaV&ry5*OL9+<ch4nE~&ps64SDndC7
zwb2CCUPmyt<U0V?@lA<`aStp<lk%1mFwb^i&`o@0?U1fYJS+vPbkz2q9r5=|d>o{<
z?FF87d6b@KrLM;Enm1>GgKNf`_cpv;4PfG_a>ih5RS62`1KclrSzDs0-(p3i3;YDQ
zG<pRbH;`u2J$FTYN14jCxahv5SVwwgkZbSsd0!bC-iO_yVYC0cy>R1lRdpy%fy!Mg
z$-gWIsp=NYP9n#}pTy_WfzDYCz6Vn(gXy23;rqP}L_*KK=_YdY+cEyI61)QkV>aV@
zxVWH=`wY~E`=Sy&Jh(S%#;D$-?_`aK>0s`#A<QR#Rdfa#*F7O?zks@C5>bY44S;=@
z8=pC@)OZL<`vu~TRnS%Y0t6HL@7V0^l^g=&VYI#CL&@v?o8gfY=&*F5d9caNPxS_O
zCoLD<{`AT*)eJ(MZ}Y0U&gBu)eyamX8nfyiPj`(Q-exRWCd}^cPV{};pYud>*qX`#
zLp4Mwmu{yYEYEelP0uX;$zPaPo^7aXieI+3mA8wi@BbgyIpDIjNNmWwP)Lw`w*&_L
z{XdN7KAV#=ohIc-Bcm@09C^UV!ofcU*K;#V*UZX*xMXXj83gU8x>JPxysj|~XebJ|
zNMhOasNun-m43X7vbo1IiS*4&(P-1;T#D#(D#YW3!Ow^34<j8U$e|Yh`NF%ejoVGf
z>=-?uOfO)_`=898)y5P3OX?=Qi<|-!oz!b7GWvKnamz42W|Z0>K`rJo@4M-``hvGj
z-KmlsmlRMWuQw>n4q@NocptSt0f@6<UOC_Y)F^|VWP+`zq1x7V{7LkqZ|>{8!uT)o
zR5EXV0CsfyRRO{IVAjX`tMTHZBJU;OE(hifVH?@1n)&Su5*hqQ`GMEoAkZoj<APy1
zctI6vvsGh1`!g7|oW*uLS8n$S=5LN{GD3c!Rsvx>x;-^qfK!IpC%<EU0j{;ww}B9D
zTGL<4G?R>R6#s?r?R^y(yIG?4+kgN30+yVSqQp$vMQt|$)3YwD*K31jAi^lpt3*oK
zfzT*e4t)x)w3r%KKAo<8)j<j1WofpY!LNN$4P&(ZewMYC{YnFS&qts2IJvBDg;~Cl
zcY5<joSw9zfioAf_N2>N5HY4HE&t=(ZOgB3N?rhv!DBOOvYljnME^eZc<FA^Rv785
zwN6Vpd+*Qm)h96KYXP5%YJn(<r-}u_@8<3#=7rq%uomI2fYF@L=QtBlc3%9jJ35i$
z@UO&SnCh{QZ`pHF%}jIOll4CSgr$?@S`%ZXrnw6+*A{<&u9_(%1fA$V+c*po!5}Y_
z(xwx6*K+=cf6j673zx@!9=2kt;&XQc0`MP%j()C6fQ1oq-S#Wh0giYdPWtFlgr|LE
z9$LnD{dnTwuMfDNlV{cBd?a)EvlN;R6VWX%gFvEAt_K+POv6x^S1hMzn6?Wj@AH-y
zkIwh!&3XtI@tQImGjuXPbNQW$vrYm5<;p`k*aRd(jkCAtD*rlcV=qd(<Bn`$?bC8~
zKswi+83N~<3I7#aVV+iw44aBa7qX`$4Qn2r+;#1R`8MLCSgq|OilZd(4L$m{T-<K;
zXV&BOoJ_PMx5vFr$;(Qe*vt$Lca8gfSGcquJZ{xzO=UC4;Y_S~n*g)H<DFqa3(xDt
zRuI)p{;#otY214&BXSZC9h)`N?>p~MTWvq<0%lRp<eKVCmKuv@bVFy?IpnQEJK*?T
z#$?t<d;OT+%ka9sGFU}hYg0OCEAX%qVQ5j<JG$g;-=3L=w|ZV2L`MPmE*kUm%TLF*
zKQCy7<)QPZFCC?pT6~VlM=hGO=I^}^tEOUQC~nRcr%F>~;YQx2_<*O9g<L>gQTCsj
z@t7a5OTTGz`^@jw8s2wR8kN&I0DrklGF-5-!<m(1WHw1$<lhlkwTePb*xrm}zGT`o
zyZi05Ol-0`#B_8jJBtFD6Qr7sM{QVT@{{iHG$NvVkGf90cD^&5ozyGr(;*WNNVRCk
z*ggQ&klzQGs00HMF?aC^3A0z=XQB7FmvoIz7iOhR95yqrtNJ?NpR#*gf?s%yB?tRm
zrCw(<X;2hk5ZN?%#@^)z2r<}C<pYZm%RB(zL=GCqgCnz}Zcs<gpi2Lbe^zg!TFa7S
zzH8f>7VFoBpu4vgb|bNOZ{J-kvGuFvNc*4L4MMdSx+6WUvB$9mP%N*G+kR=T&38oD
zlBdOrbR?~3I*X+v)c$ZD)gc|cZNDfu3X`kM=9~)(YZErt((kUPl|Qdu3{H1<8S!!e
z@XlEGR|nSF_tX+m9!C<tc$jeX&P>Cgt*u=8wHRPzssW(j*^|7AV~3xbtTOSsO}Ku@
z@!ureDYYWX-Er1Szn3XY#hmfAS)Nx2dR}&3`WKFNqw6w2+U4Wdo<PQBEAk<OW^|K6
zOIOOHIQF7Wq&&Dt9M@zI$7J9ggOjB=y%cYQe}cguD47T~;}i(#36%W14a@<_ZU|Pd
z!)PB2p2;i~w?C$Qfy-Sk?Z#NbCnS9D{U%$%G-_SEpBMzchawViAAHB7&1W)UhoG*o
zR*S$}I32$kSm3&1(@`gLUSAx>9=58k=H5ZA;^s}tpFK0Y&7I(xHaK0u{D`meQ+z$w
zv6Ha40cw_|OPNN-`$0b|GhQ2rFyVZF)z9d_k8()_;E|U2JmVEXx}?vmlHAni0<04C
z&)?8a#w9XgbFIv{MPSd2At)HBY!-UqWI3EaTu-+i<q%yGMTcI$d5T?&*If4Prs<5O
z-rpP!YciuY2F!{MHIkl98LTVJjz~>*H0gUrkNSNW_QfoTanqX?U=R^C*=oLz4~idN
zXU#5`m%Sni`DZ+!^5HQ1{!f0w0a?XZl7}$sC12|mI`Saf$18;`wTGM52O;Svn4}q!
zo5us`u_D*>=X54A9L(jL9;ZWmOz+22KU7?Viv0Zoj9-@@DnBriGcN&DbVcz6yurx~
z358HHN6<d{%p?`t?fo~TKCYBGFV)1yJeK}X1U^D-Ou&b=D0N@fk-W}L0xR4rntbVK
zLIIgConK#mU1`;9n>q7;cMqa4?(;8wW-N}acjweSpZ<U#vxz4DYN!KA=iC>=p%4^F
zvr-W1gBzXPV2N2ojr)yeLkaUN35sEJx<e}YUGgIXnkp1NyBUG!mZvd!gp}<`n(>0q
zK|}KI*P!EL$d*IhekH|eP2qCTVB3?{m~2RnliEv|)nc6bEg!bXb#izB@rmiP?-(FK
z5E;N*hz~5q{8LU|&9bi68!X|)JQzBtlE#U6yAEuJgu;B*XWE0=gMyXHtm)F08sC=+
zZ)5(w0iqX%mS=v09UD-;y{X%MYu)A`()Xrft2EdOq`8$=Bcw;(^rFDQX#u!)XI)Qx
zp9z`~@r{>xs(xR;*F=gZ@)+J_7H&T)X}$N%PzId&Gz}*&R{v~pEB~<pR5!yO(HOKU
zF{=1k5a<1{@Be1>;yj9kOp%$+b@zKj>&qaAe~Z(gnTS5voSfEnrB-8%(Fo*(%<6R|
z@#aW#Bgr*YK0JwVC^*2uFhTRH*7>HqCskx!8TR{>32YSNdc|XP59u9aA&UyYP*o0G
zF(11mTvZQkslx~3KILR~or8N-_RezkE9aI_r~^5$f1%V+OeXyOj0>*^JBI<AdREsH
z*bl@jz{9P3?|uWN`bzIE5|N|V56Y+Y%~1cqt@YE9!I98GGe;P0ymr&o+IBE%u{HQU
z>*1Devr}%<vH46J9~g};jiK{iZp{HlbA%1(3`#HB;6bxWj?3qyi9xwD82)#>Wmn(<
ze&Y3^4_^AHmZ;WH;?(is+%fE%IH(A*l4AcCKFT+&BE?s`-loX>?Ehu&<i5gWPW_C&
z!Mmpu_cPQI@B4GojUXA(l`n?dq(Fcoe)K?FeGA5^qM;-IkAqx7@9npC_?q(_@nWkB
zF*scZR5Mw)X3wywxx&UE^*&bjDwz3mP@tS9r?pWH)cmQn(XT2qrVl}}Oi`R{wd|)>
z0n}dA06(DiMvNDt^X*a7J5g|A6?7vA;IT|x^ZkEB4*H;)oDj#zwfHxG=(6XJ2|Nm2
z8^uGgS@8@@*o}J;w6CD|uv(o1lK4R*>(KMoxx)QD-SjTPUcKgd)5P4W1V_#0A*3fv
zMB(C<`%104Kb~B4tLGNI?CujLy@^Vao3Wp*=*r~yory#f7TwIxW=<;V&1TSBlhWmV
z!zxwu?hO?JC7|}oi?msV>Ux47OAx_ZjGjT@d)eZTzdsdy(4Y+L81Q8mo}z`I#tw(j
z+)L#xDLTMky(x@5KWVy#KJK<u7Z9`mP4e}bx3tEs$9b0!xl!OClTDSN<zue_Wvvkj
zk4Zym6z<!cKYMVRX{5$Ow#!6?ABW7L>r^oy01%DR9bPM?ceW<I(42rey_~~5w_PU$
zy9_qi78k@gYBI+zSL#MNU`lULL4d`}!jH#*`Kk2!Lh}2<Ha7X!SVL_F?elD*_j-^;
zSJ-c#y*rNC9f&iVtw;@p-Hq^Le29wJfj8)74=0H;XRMV-;H@`w==#VsO^QJPg)o*}
zXwcxiXgife-4PAXb^{@NZ*dqr5*n68wacutFst`tW+JTPOtrj-KHHA?tvLSUQ6Sm!
zIzpdLG|biXNHpIf{#Z`rDHf~fRiBD0vgj$oP)f^Rn#tdwXfV1gBdDpt4+PBbQYAO}
zFm_t&W$<iA+|jB17F=avW8ZS9i}w!1m@u2dtO@VGqX|9@so0JS&|S>se;pE_x~@yi
zqY?KuD^aIuO0ndK=``4Q&Vraid2_3HN6<@2<Lyus!W|NAUv|DM7s{H+M8#7Bb6J`h
z{#jXxDuclcAATKW$Gn6naU=9$F<>BLHvlc}SY0s+m0ipLugh1v6JQ8Y#<g&tFa|*`
zi6#Q(c5+8gGQ1vpkD>3^@B|N25Li4M&Y;HLNORwog(-iF^Vq`d1%~l??8)gUU8IUn
z?JiYU@sOl6iVZ$Z1b%(=Vv>^62_*j@PyM6rZiED(9a91-Q|Q(Ul3|~{2o%2At5jVL
zHf|m>`0!Qe{wZSKJ(q0gkrrO9<yvC5AyENBo6qm9&+jwulYjHI9HZ}z&o+D2I%tre
zo0GnPt|8iXZM_#>mC}MxB*ILmVKS#AXP2c0pF8M<J^QH?iX27*&y<oRs42mph=GXs
zeY)Gis^oq$fflrdmfZ{&50p8{==K$VrZ>obh{0zX(P{fD#Lmu9NV}E6M1C7ap8s?d
z4+S!@t`GB(A<ps1t3R_L=uyt9@IK+auKyPA)%?TBSPgo&n%AH#Vv*ytiLf*ULDa`J
zNh79He)C&6<kYA|Bqqb(zd}(pXsMMq9qU$*zDho2`;8WsMLOE2NO4*rL0UU1a?(px
zM}w<^muTU^&M{>4e=T74s0*PH$mgL!wsVcikO6Po8n3Nz#du73!cOeR+ngCQBH@F$
zq@{=e+WRajd*Os6Z{c@~7;sU)a9BmJ$70K>H$f!?;T}-<Smg|5K)g;1h96uU)|TsA
zaUVH>*Vfo)HXOW>xn0w)C<X*PnsmHW1b|bA(;+U%El3{dN**7|i|mB{!!3Z=ch~=O
zJzRt5J+bchC~QE6t=TA=)ZKoI0;Q`!_E7`|o6=Tl^Q9?0lU47yZk3H;W+e=grt%zS
zZ85iuP~&oTmPbc5;hUeXdAhs%_1~LOygz@}ukpae_;B7Gt})yZZeQt-o~aXvsEGBv
z9$gz*ajiRg68H*k#E1&FOW)5)=L({LC=n=t#EkUt5aaMN&qB}0(AA3#b~eP-9+SMU
zxrKUI%#~{#1?PG}^Q>hChX#y2^(c%nWWJCDbYtP;yJwN7#}f|oHNoi0t(RB_du=1K
zD>rOt<n8PGH`QzBJfon;EC)>Gc5f~gW~w!cUUmR1!8!en4R<hHMAOqHL|sO9DNqml
zKm#a*w;IgR-&C<QGu0n<BAx;lT%_rf*|q0%r|)#!pEWSq&&F-}g>EVIo{}$K#aWdg
zEWw5O&m*K4Kn~%!6AM|)$qFc}I(oDw@gm|%Zz2PebN%GMvXKj%kQMZJ^F3w6oNl!q
zq6fZ_mZgo&jWOKKj`*(=yh0-ofQH!?PR?Y8sOOaClz;sRnKxDy!n~!^TEWqan{YBP
zm7++GEA@}W!#EvF_~04^#S9nb>)?6I`D(k+eeO#n|6+{u;<_+{VuL?Pmt#AR-Yk>R
z2CiNi$^$8EJ#2zfHJ#KnKiLvjvcyj`X}+W5t{?MI1m|_&UAP9$2rZy$f+pirU_iQ?
zd06>HL8dC&5ZY6?f{sJK7^gtQAj(JR!YAk5`P#OkU%F$w0d|m%TYaNY?=4E4$7?AS
z`@#>%E?Nm`g@lpRWuF>3WJuJP!|c0q)&7J?44FemL@SfFe2Gf-ao;hn0wCp{k$os;
z(_G^nT9pV1Tz*^r$kte*XVvahF}y&}E_4cY?m-q_Ab(m9D`BdCgxR|aBsn<H!rL57
zLw1?9NLhJ7-iLQ>yCEOG7Ha!gX`3RidoPy;3yRtT;pQ#Ihi9LKa;wk{t+63Q$f7V~
zzS<CAh75IqN8;7?M(Hw~_e*?wOl3J-g0NnZccM7aYWvkVO{L!aZu9|It_)Xd2d42^
z9w>2+yM_&k?S*&el)sci^4DC0`pC~)(+|ty$p3OhS-sA^H1MDWk?6gB9pT!%{rZoM
z5b-j*rXw@;bIr~^;rrgzZ=$+JzyR{{sm?sU7ZGLbJ=l+R(>Nms(pbM8Zwig?P;Lkg
z>bEj`NWIX!NcS9gC;KgQR-IQKv-FjEZv-zSK-bs<c&pmStK@Kk)M0^ZUy{?B&c)|D
zOg53t&Q~!sP>EO#E5U#z503w0P!ruC`HE&1NLeXk2;($lVqR|B9=R@knrwCX`Jr{F
zyG8b8%%B)bnobQdVij^MqQ_e}w9;Wc+&<~6dN{c+hHxim6wRcKKPe}rxl|{GgLb%=
zVwZ8o-+_x$W_Yk-k2c;z)q3?9n78_{T@u-nd1VZmxq^u%b<Q~FGg;nHJ=FB;;}<0}
z2QkG1+1oW<&(lKDNmDxna^P;_%FFcv*RvE1h3OwXko6K>MZ$*tKp8gzcyfH-n!|7y
zn{u<K1FEJ0dNerl>$vqV)o~;O7z0)O=3?CwafZ~BCL0y@o%j%aA*#RtrO#*i;08K7
z`P(J{4=VCD-Tic9mL({;0gQiF5oONN*BK*nlsXtkDG&vLqM`r+EEjNxYWu=wa~G){
z``2sp^LJ|jhGQ<3<@pc4pPZx3_XIb$|7_U*ejW~+$@sM9E?>o`zvfA|#Dg!8@(d(U
z2gd{kt*xA1hkYndd19yx{LWWn;8<HO-|(-BQ~p3vNjI*tenyJv0+KQX?i-tAkIjhO
zqXoD}IW*i0kBeU5K^FT|j`GybQ?#~5B0aGt=7%p4D0~zdB60Q)Hog2>ZHNjiN@KE}
zsXxi83BIZMp8H%z?6*<VIL(!1>3!0RZs0B2>$cN)js|34P{QeJ%{br!=v-nbzHGzI
zaEgltE>JwhPeUb*l{>$bHo+n1CGOdtZBqlmE~mNUSHz@u5eDt68zLnQfco{gsbV%m
zTl57pi7sI?MSNb9eI_Az>Ar_g>iI%V9`B>mG5-OOEt?H35#U}t{rU2MsWm-3YdQ*z
zVi|~PpNf10a+9vm@pn>tKDBL+31yq);!93=&|Z86=zyKf5v0yWA3LNtl(2}>6;|qM
zcWK73KPwnq7!V!ec_U&5R4HpJ&OD^~ZbqTfruvSjWGRN2tLbIorzZ1T#t;3+W}u{E
z@V&)uL<~gaM)y%zhu-UdaU{nma1e}&vS9Q5Y=m*UXZ@yb(X){SDuKNM4ubPcWcfF3
ztO=~jsNG2^ag&@s*a&05!l^6&;|gOdr(;$s>GS~_)STO7k43*G>U%teho+_Xgx!w)
zql;4|WEdg|rSFt!PZy@E?1F0=_J2{rYS(%R#_j9&sSg&=JPUn8`3biB^ItpJd_UXX
z?>6*^t6Hr)#w&fG&-h2<7qrhPz=W1&JQio;-a!BwOTC5us}(}dCa@lY1?8h|`<s7C
z{v09t`%vsk+@b2k0#TH$C$3kk?MNH2)qv&v*hiCM@*e%3f&5-~{z+)){qJ`pUES%n
zPtGu;KL6|EMt+)la`O><Olt6&cFuP=Xw84m29tJ><}Ao_%Fz7ENB+!4zLMjPCzSl_
zWF_W|7Ux+-6s{6Xuw=dQ6?m5zTpN70mo`K+h{6R8Zk?!8rqlZz1_vYnD4n0g{L&GQ
zpCde>2REmem!={1OpbGrC2-c6oV2D#ypmDHdxS+DTAh;UPHpH4$e0e$mO1!mLNOO(
z@O&Gei2nAt+DI8VbvT;;3|u4F-U^ZxBRyVh=mB0Si3A{|PDqg4)Ok7WptYN9&7@z8
z1zsMHK3;579DocEoabE@(nrFbS1<#QA18!_E~vRKzjv|07d0@=uR|TUSDu1TO|(`!
zn`=<%OAlgd=8qwIo;d5j%6xb<#LRIbS157tz4(&QV{Lzg{7UJ_r17V#V|wPon-P$*
z#K7SH4~n>dQ?y3VhI<EO^oH*j+`!DGE}45#uO(P_8Li@I-LfybVqyoSMp9i7UrnUi
znT!zCI+=9D{DZ`{$+6^RDJX)m)Ma0x&`{@IEP5RV<I0j#Q&9K^J&(g(7I|o#`lM$y
zviI_INMK8$MPO_1bkAyI!LF3|CgbX4Smb8V`~DPKJ@9v|-$*uWbSGJs_ZHmxR~Y-_
zdeIND0;MZO!{=$nOBai0pXYk!4U7Dvcy#-*>Z{DyWD(b^V*s=iuxvSq=DbQXEA`EK
z&|s6oytmMTX@=~qlmt4j05Y=u+Nr8fSbNi|q>*JxEcZ*e`diA$uTca&jdlWrV4+J7
zP*!6y)YK<(&|ldkEW0m;0abe$8MFtBtIYQ?$``5PF~yuU^BiF2TJ96JWC$ND-Th^E
z_j&(^8=6Ir`>vlJT+!|a8Tvy%f`%HOcEeY}kkvQ^3UZ4vN$tgTesNn?q%(x*K%t#4
zO;;r!_v<)75+mSYH`Psh`fl2lW=g5pgB}+0=@SF_fZiSkpju72%O{q%aR(>VIEUdJ
zq`BXm*>{gem`%~P_oY&WaihP{9m0<DPj+tGF+T5=1yhGCRU|$x`y%cAyMxBh&px?W
zLhF7;l)x1GoncSS@3uJDRJ!*jFmmLHD3XryBs(+iERDcmWz~+J;7!__7kvs^lUn+?
zL^();+zwBgz`HUakYm?AEw^b^WD|p=%misKrnD-mPm+=PDb@&M`HKRPTQGq#K@;l?
zf(%?eOGebePY<)|4X*n0RKsxsUS~q*ZeS|*2(05UKXe^AALBCuc+bix=sMB@1J~01
z1v7^m-s35M;C$IB-AFQ5w5BEtw-29&8@kV6A}@g(gBxq6O^@`Px=*C9dz8=V4k%C8
zX7vj#fr&-8y@qU&%L4X^qjcfCQ7H*_9df0R<#Pd@gJSY1z4tG_<e3-E8v&JKw28J+
zSiOC-aa!qQ!YEm77VPxnHaj_Q7>91NK|`=oZYpgV^9#x_5HWh#LBKP9a7BL)y=QG{
zC7AnY_qyK^oX^@W2L$gVIBracx>td+(=~%3d?s&NR^_+IxRF10Z(;p3O%l|>q?OAO
z%caR$MNEH^7ZTVR4sa$L>hBSyCREj+22h0j^S2b&1oUqnlXJ=+d_(NeCj$Zjvln>w
zU-!(DJnr<k{jY?-_#$6E^UBRZ^~cJcN}&0s7wCc9b!}PBmT0I5P3ZXF+0Ax>jU>L=
z-WDDd3ZcIk+J4pjiM|hFQ!h)q_-akc_()0@Wh0DCvdkO3*?_RD6pRoUBt)^$c@2Jk
z`ov~Cc45Tt<-fY#T#J#$F!Ygz&fl~1bk$#|v1qC`Mb8ar`-Y<rn&#eAV-t%07J#mC
z3gXFtQx{jw1!ING(U?M?BRLbXNcd~1P=k$Jwg(i+XlJDaT>XIUf2Xd~T&lEbRoWtC
zzV~x6JXwW`Pz8#+rgkJ?7qCI11(4^l8~E@BA^SXt@O`~_&vsssE0UBBm3>Fax397u
z%+^N^@FUDH=wv$LX}BrB&)bDc?X^BOT*3e4iu3umjDw`V^ez9z!3rQ?c8e`3oU0Op
zKg0pI>N5`^y^;V;lbgliFXIkBUE`OD`}4;j*fW-bxotHJi3_7=rKDWr30KT?jze?&
zy|;`sr?2eRT;>?Z#atR068Xv@=0!^SIB3tv*&q`p4C?;Hd|#zjRbj<hD@jWzjQq4z
zNI{=?IN|EkOVm668v>`tLIQ?WDWe%Qgk1+^Vy%TkquB-zdHu<2-l$jVjV}{xD<KvU
zhw|qZa_6Rekl`q{a06H%>ZT4GpkZfU+xmV#nFIRRYl$VWI(TV^!VYIj6WYPgO|-an
zAokr7%w39kHl+s$uka98-^^*4>v+2{;I}a|GlywNdxx7$!$+G_s7ibP;^S{)cj0aU
zC1<CaD~Z2cs-6F~zMiD2<0n(-hoc4`E{XiK_)|`?wOgSqQf-96EF;Wz_os$OM@WIM
zs0S<%S^kR1sA;UkL|i)8aA<^0%tL)`*{kn<S126~Dmw(j3v)cqaaT#7!DzfK>U*2&
zB<L8LdGoO!jc@~YjF<qk_WV{teS#_HCoN}LEc1(@>_jkTu14)WVsbQ4uR&v3y9?^S
zG6z;|kM<4?P0b~Lp%3M|6!1{GHF`-6=#Pe7Q~(<m92U6|fJxHv0IzOyy-&V0(;#nK
z1zlKEZ-5HFId%fS)ii^<bdOj4+*V~%LG+8=&tJ5smD+B&5MehQH46yBTeMs_eU*u8
z>CjT$xpTrPZdICKl!R_H^#*nJgxh|oIs7O7rCaf9f?nZ&XTuWX4?5QnG+zG(Mj}<%
zZEdi;Rkq2_$4Boi09N2Xcl6oEg6-S8naw!dko~@fqXkBm+epZD@Q)F`x>z@`-1)&q
zCX2CS%rg$iZ9#DT_eyOZeriBreqG0{KsjmpelmK-J%H6g<f*s`n^BGC`;{%m=+t=R
zZ_PGl+YD#@4Yuri;JqAo>$t@<u{-Df`vk1iBh%(!T*_bt{Vw;wcZu`<{cGQOrHN0W
zVETLtk7I~hZxp(7FQRxw7sq~=+H*Pe{OG?Wgo^2}8tgr2B3Xt!=^G{2_6`W6*75}F
z3lTLCQVt8^J8pT?U6gkUF5IBs=?DLpxySv@I7Q18y*PZzdd`8ea7^_BmO#lv3gm)e
zci6*-`E4;dtSI*BVYDeg)U(^?J(=Zj4|9ix&GFbWcs7x4nF`HQ<-qy8T6mB0#n5v%
z8YZs1rbxgB)UEu0vC-G-b>-*~T^D*+nrs3YxDZcy+Z)_*sZ)qEg=M==fUKg%Cl6E$
zKG!=YnGc*<D-*@02?(5+mcH=s%penW3Y_{>7fINX;?gq5jKewuIj9lY_J~R9(0+?I
z?zO}P*YYC?O)_kx)eXJo`V^>7KMS!oZ+P0)E@JiSJL>*4ltttw{53#-10i^iGx6*c
zSJ@er6RB-ji=IIddnSnWXoH!OsR;T&@`Ft^DYpp^$IR{9+SfNwDnluYD79`loPr;R
za<2bbPRj-~W0^@jS%eV4Mca9`i8($Zw)yXk=KNo5on=^7QM;|_?(S}p?k-7b5Ky|2
z5)_awDd|pW5Cm!I2FaIDKq={Nr2EWQzP-=h=Q=<ABd}twC&swPTSezIJLoOrV@$Ye
z5n*q;@~UGLyi@tts?WMc$jNr%SjHBV5>6i{Lb2K2#=OPgE%AnO*P|R(l6%5{1uK1Y
z;U&Lo{FUhEa+ndK7}W$a4<&i>^y+Fj?(vGCGz(=tBNUuvk4e*67|~Y=mFcrl@NMr1
z74`QsVpxUnc;DWs{K7f|_Q5mu)Bb&%&c_=ilGXMl>R){dUb|Gc*By;BZnjG~bkGVV
zB2szccbx%UJZ{!1G7p)gIdy5E@=I6z!XyQ)=pvbYHpMUVAY_G(n+=x$;ri|cxbjw6
z<NV976R*;r9A>qym{j*6oSDcteJ;lVxq5Vie!|}1U=W(s#SvPOp$TUV2-?d@c>sFT
z%7~K@>cSkr`~1gF--uh_nt<LhJ7u~Pl|u*O@mcapMi^4Z$VPOf+!;4Ic;by_yELPq
z0K9qkLDPcLB8=pCFNjd58NCUIad06a#gnlpgUYi?5`kXm>*sAhHNbSj`(j?n!RM-j
zDFlzEv@{*AdXghxCc!-8ycm<Hv-F7xG73r=9<kDA9@ZGLUa5q(QsiI2)H6iJ{Pr#q
zBrJT*4!&=^!w~w{;3|J^(Mu77e#Un|=f@Lw6?b6`^ScUjjX%-}g(2Af8J;7PxDq1X
zix!?jEhB<~IQQ>u*_Ou8LUV1RNuC1eMpxI?f4jiDAmUsroBsT}JDy7bK3>HDlFswR
z2(eg?TR`Wzm!sIrFihmUo(TS@>cHutCk??h0z;>oh~FLW_i+HzRbEZRKMho^kDnle
ze9z21XtlKgsx8j#arfnpibD50-9QAcOf1%=AJ6i1aE^KClS27F!HLFTu?{$Z?0BKL
zGfrxeX>gq+L+r<YN^hikq&4o%>I0TB=+$$L$lw@>N^==*l!k?{26yA0S(a1P+W+c2
zKVH#QS`R^{!>v=11*_hKJ(b68hyBs*N!XqZjmy6e^>Yl(efY}u>z$j!4wFNL?Lo0(
zKJdFa`M1PfA^tXkg;7$4VNi5sv6{5geuEm^`J9q90|{eAg@|FrFmP?pJRR@zQa9p5
zWT6gYjmC5RCW>btRl67&E7i~gU3X0+-o-JWocR^&X-j27)J+zoUnE4pb25ui()TcJ
zN6#Y6i^_L1hEr<O&HZGU&UlHhlm&MoFcdjss}~%nmsF?VNCsualx^4j?FW+o+sCH<
z*6@sQxhU1Rc{!AvqxGoUzOwE7YBQ&yryZo!fcY*I8CeQIiNN~rcDQhN+)v#w!la%(
z4~SR1V`8;{90<U1)gb2>Wcgx?Y~=!xpNPWnW6m*%<F;DecLi$Psz*TnAWw@iR9L9X
zi@1HhQPRx9rJ&M7#s)JS21NOz!bW%PYCMuI+x)h2UkpIHpd1JNa6}y1bi;V`wiRDh
z-evB@BtjJ+#)n%Hm}moT>YhuT7$TlQ3mPOUP*vX@)pNvl?_kj9EXUy<1)R>0-Z3J4
zw})8)r+E^DSH>W6EShl+XyU=&K^=qqK;=3>OEXq%1q7zt?!CAQozMVVr0FWNU^^Hw
zt098vtam?^K!UTAL&@zw5+wLMZpFMfscedxThD9txt|)Z(g|>Ct&ZMTAww;a^7&R4
zaF!9&X_b}H35Nv-?RPAr$2i<E<I|Rx*Gli#gQ)>2dp&1X7n<Xg`YosG^mScCo{s5m
zdY#Er%WT6GBMUHz<R5V2{1KE!Vd$fY2V0;x!BbUPa!ve|bngP9cO0>SJu)U${djm(
z$6qAg{aqiHJOT-i$B`xo@W>M}@t!*OU{Owfy&5B00mNni<S6L8VE6eG(g=tZTAr!3
zQPBnb_iF$!@Y<{H2Qj+D84GRRJs?<^gUi0}Sr<qGy^2uxF$ed*xV;@J#~cK6y!xru
zGEQ0eNFwm+YR)8q4%K0?n1U8~&xtYB@}i1ag93U_dgw4~JD-ISObf`*khPlan1J*&
z-%ks=Wc|-J=4N_@@(o-G-Dpz{`6ZGNQjDMSm{YKE7xt}?BbW`TW^h?^4aKXH1J<gd
z<+U<SL^=be_fuA?iK8i6{srnY&X>FciC1jmgSTeD1^1uTGNYI8O~B0^;58r}Q;EFW
z0%8f;0Fw0n7%~>glk_puK+VL%xrRgVhtr<gd~!=+LB=He-~{l5MK`}*IS1}gyG?5T
z6J`P_UBAvRda%q&On<)dYP97GYlDg`s;K}74^ZSckl|_6u@oYkCV^sDHC{jIRX<Ng
zd-hr%vEDdX!Qrp=LroVvI5@?#SEq=Fm`)~A{?J;w-6lMNrLl1A*3yFZE#If>2J?w4
zMSPml;uI%}J`mtUI8Vp5yFw4jYc&pkIbf!HbkYtFYMHcOEc#2LoCB!j69mA_!&ei6
zMRJ_2i?E^q;-=GShhURh^Aa#y*fQTX9*L2--hz@SuVsJV-`(^qMe&Ym1bh7_`1dww
z&N<WD3cpTR4<VtGaGoC~sXE0nu~6_2KV{KID+BBI?{tLIUNLX0<#<=6=#Ai-D*d-}
zVZn#}Cf!&SmeSI1n^He$1BtBC(imo!xRwgEkr5}%Glt(&_Fi$JQw9qaN9)fvp$V)u
zA}PY<VbmPOX<`tk>%Y>M&#S6y^=X2IU+vs2y?<5)E)f4G{d;}j<`Ml@I;CWmI{53j
zT`q?OyGnw+8;W(}6_C^g2Cjay{gJOP02N#QC{VB{0SvZBv86wV+DteAWLIqQQ;oHt
zRI(%tV}R{qHstha3fLE)MqDE+C!{==UOw9@h^+vGyQwd_0A~7$*9Ob)3)e{s`G(;F
ziQ~aKaik9LvHZ|TIHdRpBS58y6#Xo;ATU}#R4Yjb-abo!K$|SpgWIxC1c;;cYb~QT
z#ktPZcib;P1j^=EPKWFI5WoGeCEu>H7ZQ>8Lc9<d3GB<0NNu<89|@<w30d?-Rljv6
z@3=&Jom)<q8o;YftQCm!avv{F6G<AOi*$wHXNdHkVR5uUrVgHB1@AyMt#iyy&J0Lx
z-oDJix>5W6^;MW4qBG`wiuHT!vUvotytRk&-QnZA2k(m!50kZX85TmJ(}xTHGyj&>
zYY`&q&svWQHYCaXCzY*u7!(bu@yZT7l8&={B&G`D=Tp;Det^{4x7BvB5SfQdFApPV
z_frl6*a^Xumy#gJeEj>$Ey%4xkBXs|T)@%_Lh^U`ziLW727rRy13Bazm9qfF2RN10
zdi<Y!4J@3ZWl951bKB`6;NPYe!nNbDykpg&e@APfnq*0O#^|jqeO?^xK1D;byfbQ5
zi>^C>%U9|C_ND)!zma!8rN>gkGI)f)$M6G8rSPIqW%&qc=ccsU6o*ms(#=S{;~W-+
ze>BcE!{C$U+=CEC7Xw=Lltu&;4upK}XQ-t1pn=dH4{k=swvpOhGm8sS<s&|o9=5q_
zqiV%9k@DD?M0J(}WafX`%Eh0vxB3|hj*A2NA0EC9zw^9l)64lIO1og3sR)!~c?i>@
z%WV&Dxl(xS6<r_BfciMO(g$(ZS_#S6B=7OG?V+N1;Z)5Od-iscDS6t`uQLFaW*M3R
z_^HTmm3*<2<^H0J<-o{u+APfM$`?p`f%s3|g!_Xe3dzoR9{dsDZtP)b1>tq%eAlYI
z>sF((q!4y36xR_Yo2MkG1Yk4si63d)7NOYGF_@ZwMx6QnPjYRhfU;d}hVci@0e$=;
zp$viIY!rbY^lIYHri8u3GXk3z;~GjD>I{0_nrYmD-_qNQqe~b4q1shAYL(l31QXL}
zN>L&JP5gFZcdGDm6JtOD?(<HGX2H?Lc^5J@g~%DwdYe<#mg`U1zFBjqa|WIptEmn*
zakX$Rvx&|Ht=(d9!&MPUFPyK2z}6?1&q6tb4xmK>v$5SJe@nj6$wa1l4`Xt;;*V1<
zI(QS*QRLPhtm|9_GVJm0Gb>C|8y0=nw^QZw9MKr13irXLAoyazpScLeN6G7t+wV_)
z*V|Ba#y!yAt#t3Nr<$l$t5aXkZ%QDC21_2Ahl-w=z2!;M-P;V?mcF&cdfd2#KD`HM
zUPg()%abCjY0LYHmV+Ru0u!Luj$(e;S2W2dT|S`HQImOss8y8RD<S(Mm1!uR*Yu|N
z@cvPOX*YJ;N+dYeeo9wokZQ<+*XdBpxtyoMVU9Cku$6#5_#WTN)IYD${tfr9iXaW@
z4@Cn>-~oTvlqbeE`1fn!bt=Z*;RWO{HnHus`K<TGXLdVThpeq*D>~?e4WaiZj7BjZ
zuQeam=1ZTM>F=;{GzKfoedXXgUg0;rIKtHMdFs`T@xsvxP93u>bdqz`9Y^rE9H^BZ
z&<^r<iHt2|UY!(X=H}@DSXfjqK&8!WzkFw=-6eWhXk?XkP9=ExZ{RT#Pz2yrBsqff
zhm`Z`!&QS~^){V*X%;b><oHWphze3o{F>N+0RfTS7E1h{evQI-V0ZG>*%y8HK_!J<
znz)SObCxTb#8o3c7TvD1#Z=pK=nxY~5*FQ0AWX!$f#i>e<-5{60tD{NHx*38qiE9S
zhM;--15!E_D`zNli4mnMs`jGz<;-gi6Tr74)$^rZQ%fYI0kc%}*wf&cswEC~t$Vl%
z%$Z<Nc!$Rs3-2t|`}RnNXfo)Ttl|lz`IMff<oR}qW03TYEj{U)k;nli^_)%K{SjYI
z@#|aJd87~E9+4!|f~_&t9HsQjD&))S-OBz$`YK5?P_p@hyzJcG*kR?&K$3I?obgOR
zsU~<u00~&q90<Z3EdIGF_BigwbR*Db=r<RY7`xQWHUN&q^>zR?w8&shVOIL~dP<p}
zJK&kOkJqa@TUc=_n#d?96Re_nhpp)=qr^V<4NnVbgy4W2ZGL0K+VB>;ZaaF6SSgp=
zgZu&B6bXo(U||7ubjKCnbT=5qT;42L2sZqN>6d9=DtpTF(-EsX6(lj>Y8@7<ESvko
zbfTSFhnjZPUHp6?Ge%eHorpGhKY*-J#DFwyO2aS$eE}evW`xFCW~<i;F3hw!&H38e
zH=N-Q=H?8zm18i@v|ilLjrLq^2zH>V<<Fr`B6Udl?|=JU_llruuyum65WUo8e~IF3
zh~jZbjj4P4wPE2ScJjTxE_hU0*_V1q9#%`zgMcD+n54V%gN_B<d<v|I^&Kb=6T%*Y
zd7bRx$;+o#+0LNgxfg#`Q+c4^uTD80|J~>b@=sv`1wXFnV8dM_8JHaS(thAXeGjpO
z=(S+L@w(zFL=^wg&+0P_wxTDMWku8o`C*u>^N<im1?K0Flji0>jy#f9$NLsU#zSB2
zSR%$^VL#QAVZ2w|Q#ClEtcAHQW+43VgRdBdr=air1?IACbM&0x1At5Lk2}{6?l+zH
z&2d(E)!USRoqrCZSc3olxuCGT2htotMHEGJzZ|W}c=Nlrpukt+$c8YFJTKaXGMpSr
z=<k3TA##kDYWibXbp|Jk?qZ{hMG~_|ZQ##)hTwdQ2aM3HO+-JnAcY~n+f{0RU?9NV
z1d6f%#%zYNFdsl6l7{cD%=in%4E6xW?`8_Q6p(YibE1Kb5{Twz2$bK9h?;xUCYtf7
zx!@KST9n2lXtt0A1{O2XBu}5m8-~bg5M#=Gx2F@0Nf*JZmDn|ze}Il(B)^pj1%X$G
z=x4TKRYW2$Z*0QbL<bxCv7tG7V)PBfAVbzkO?9c8(l5`?o1h#Pu^g)hznhRE@|HKd
zWXgyxcQvX;i@t|XZ{AeZ5@#Xwu7YTSdIeR?Mzn*%=)3*tu#>sP`xocatF&oAStz-W
z=#vTYf4Euf_ib`fFz@X}^#grDw_XK(l`u6)B|u`&K(<`|>+EHtqE-{z8}wV21^d9t
zk9p{vtvKs}J;Tg64F=)5Ev8*?Bo^G%9=@@dc{dFmcbEmuwwxDb{pwCre}NV11MG`?
zU2Tc~=<aM5eZ=*hT8%C}eoATK!+>)zl)xgw;+knYcwqaOpE5OUZ~NG45=^qc!bT4j
zB@~Jzo?1bfiC3F$ZVGP_JdMe1`kam|KfCgggMl_fQflY>Q<(&`al+`lRLygv&h|L;
z=~Szam2w;=8=t|oJ@LtJyZ==YLVobvk<yc(X0@AHL<ETJa2nzfj$wMbVsEr!^e%;+
zo`&4PoBjnA%KWC}gQw6+i0D+nXnMOqx*&gJP$v?(q1*r=EF9cwNDf7YwAkqKzk@iv
zVP)S@phQFB7Mkd6F%`7G8hi(0qq&O}hy_=A#t;1;yeVhfyaoB7P9dGQ-wE}kf;YEI
zihZDC46by@gZ+-=1F_>v7T98=qYEkHBM&n3!GNcn0ilj?q-1Y#Tqmu2^U`L8tWB+F
zNxYsaN!yMcHz7S8tU*;7vIi@VRDWYV4+JnBFrFui68Y7KGJ@2PB@Llb>y}k>$}A0S
zY))|RG1g|$NKFU~)iMR?7X9@EstHg(IziVYc&9oa->KP5(M^e2rUfc9%r$z)4YMRh
zn3rH%+2Z~*<w=+Lk;rD&+oML#O<HtvVzOA~@Ghh*3PDmLnHYtJG-D<=;<m4W3y0}~
z%wOrM5*tL5Jw+*ih3e_hdSYx&pnX@Pd9wPqI|`QhR8;K5ZmT_D)0v`zS>!OY7%Qu6
zXB)y-7sG9Nw{wA14-Q%<{6U}E-OdlCcdJ=actT+<7`91aD*|~c^5Wehnaxjdc=zGb
zqK8%|(JXaZ5dIoJ<Rc%R%sD_h;HmnpJDE-rr8YbXeJ6vMVB!#naJU9Pn*zvWg&=(i
zdM8WFSV9Fo%*P1)#yDca=UQx)xnMdM>&x?Y%6C6{)8=anrsKx!1|6(*MG=Pz;+EFj
z#X+Xh*=hy<v<!VY65qyN?O00YVfuM@p9^RE^xft<tVm-l@_ml3cV_b(8HqPfCGQK?
ze-UJ@l<|p>)rSmVoHLQQnnsGv6dJ6}&+VFcW)T)pre`qNFTQCZJ6(j7x(JS?>6dST
zAPP3e`=E(C^S?hg<<`Gdulg4oKj9C(EzZKmRDr4ON(gO4jr+lVO`|eTj6uyEvWbqu
z!_<c{98CY6pcLlMcxSno_a~)(-AX9$Wkbp6>;P=^T1%$3u2f3`+aeKWtYJv)xpHZp
z;CgAkbfmQq$7WE&R0~@53O)~mQykO6>;?JCTm^`Y`8y_6V7R||;V^g87gPEqQ}Y#}
zGMu36MIT&1!WpY26*B5aESdb+@31FLHwP^v!NdYF%y;R^rVgXH9G3SV$BPf@k=nB%
z{Y<<MM$FD0Y$xvQe`m5qJ)Ft`RM6+|@e=bDiNyqQy|<Z*gmoy#D9ZFw|JQSz1JmGs
z#lbT;hBPt1mrj|<1pp#Y3x>Bg3vbTW-j0n<7iV4Q>C3Pwdg$;X2HtsQ;c5ly1~;=P
zjwM_DmxuLC_o4gd<~sT6-_ZZt;BD`-ry+5fu4_IT$4p?&u4y(KhsNIR+{c>sG}m@(
zmK!YiPC*zZO+x(c4_d@+?tPSc@sKYa*PE3-1JL(l`+TP(C$sUCtPV8~Y-}QiD;Qx0
zX+A-Q&4PZew$D)CO!t47p7(#a^SV?Mh|#<{qux8d{7hi+xrO;e#3C6k3w(eebGU)d
za~+cck$}WEwlh_>=r`vw!OY$B-xR@n0Y%Huubg{eEzbjpI*s>V1~>0R$Wa6WaJ*p)
zb54N>UXBb~HOP`P{*8@yLN!?Hnj`Iz6h^LtT5P4v+H9Q=>V7<PbJw${0Co%%9`&*<
zCC4=}vY@qJLP^mI@u3X-jgbt)eGb^e1er3=V|osbg+eijX$UjU6wUJ06N<%^hm^pn
zvUx?|y?*8xgUl#L<=KgCrH`Q0VC}W}N05hV6xj0Gk3u*Dax9p+>WRWr6QeCq2o%#E
zz%+%w-O<6`bZ@YARKExYde5J%hqD!_0pGtGSPb|Z@oyj6Xx=Ppz>xr4fwb$53d;jr
z=Ah}GdFcV#&ok6xVQU8OyFP_3VJO5<`D*uvhFkN1Po!pVbBK3h)Hlr&Pg@BVuR>hC
zO<K6T7C2P%>x^^yO@4Fu0eJ^mt!Q`?dZuXCW&-k$&V-dpjP0y$ij=I+(g>9KaX0}R
zpb5MZiyEJ$Qd%op+mj{pqvgkulYup&-_o5Yb`SL7xF7E)wbhll!7a>-CKvp;ZV@Y9
zY&F+ckJOh9*^Sagdjs`?X~mRi?Lbq5bpRyF?@w~#{l%Cq{unCQz{S!!0$o}tNG&uX
z2*`&=mitr_+(~^&79<-pRceF?#>jtnP2QVOgUPnmeE^^0CjbS=eb)JW1J9WhwNxq%
z!$Se$_#u=wo;y=UaL0aU>J!X#yuK@1kvtH+g~~(P!i_lKIyG1dT=>2PQT&$lf94PV
zD`~Yrb|n)($K4}g;=E{-q9BdMa0T+{G}&Ah9?pvyBo)1n2bQZP_}DeXJhA<Xb~E+W
zUjwV-t^i&CO98U*Bc=MS9}S^iHUPm4;|<<^(|dlIBbldq`-+A%i`BLJ0RhH{ALoXl
z)EZCP@^u!kFu__nehE^FA%@55H`-hQAmYKW6G6<A5c*iSqViE&89YLI^EvVGhE>53
z&erIr<7f06+`6GUQjnRgzEhspD*W_sXcbzjU;uS-PEe_UW2FM`9H5fHrR)4<F)+hm
zYTD7UlhXm#*zmVAlH=P|N()Wj8!Y-`a<|?GSUY55W=B~hxF<cq9_Oa^M=etQ<A@14
z+G4S^o2%aslyJzYoO~R1Phu>Li9`1o#tDPBR`~bV{dGw0nDC0P;b;i;y?ERa2^fXt
zeHk0URw>OT;Wd{dL(tPiAM`MMao`}cb}Z(cIUy)5peS&k3TO>7M87@*!`y?3DSJ;O
z;KuH9)OU*#tTJTzWZ1yL_*H+jNLSUk8N(81gj72z4o&D80~YeTN$4NPa{-k~e37IF
zqw@%b%JZ!svd;0*vVBkO*95De-ow#=Dwj8hP}4`_T>TdH`z2U|lvr`u3Fsk;t0ufo
z&?wt}#q>u2pSivGgeK>4I3clHIsXN0-Mqo^_}SQP`?6MD-EQ^%FLIPj-|S^a9G+Gn
zNq99q4SPJxR5n~_6GUirnmB=+4Rwdxk)^RLox7+zcNFQXzu%%a*ip?(vLffYf=WVv
z+~;y0ePWh^Dg-i(qiR^iJ{E6hAb}uF$6IVhEu@^!&}I;7*TYJIY`($cn^=Xb4fI<k
zXJfC9a~G}O!bluprpZue1aHbiiRL#mV}9;y@d{{?Ksw*SN%3k3Umynb7z7vjlG}xe
z{|qkdE+_jQi@v|b(4b$@>5IJ?Z8{2<UR;!*Ir#rkYW1u<X$GF2<8#KuE0quPG2*)y
z;1e%{Dpf#-%2gDmV;b)hL8R!WM+0(YX^fn$e`uh+udCU~S!_sUJ|Vo*v+^fCq&sPd
zN%MxCJrWK?2<M|B!!nSOWpUA?k*-rwlD=1BL#c@@_{6tDo@C?#PK%BX$sNz|2f(EW
zPNxP=@$NF(W0+DvG?=jbTcSN9bopQ-d1JsWu~*dt+Qlzm0P-D6PM}BqlZftFJ(6r=
zGBwcy{~=hWd^x9Dd;6&Du(?Zq1!Q*b55aquoEmj=;;#)aNQBBX1~4tr;N2K%x9l@=
z(FB2}mbUXb!ryb^xnTk&p5xa34uIK#>r9R;ue#p6IJRteeE?SKA<#<sb$#vGFvM}L
zHGmh+oUQ>;RazFlOC?66XaGw0Z}k%BOTv}?yTXu9UYrc%Z(~}^yJ^N9lv$%eY>Pp#
zF7nE1HpnEf0LpFfe9lC2wr`ay4vNW3ck6w98S?7&>cflA+!*Hvf9$bl$SA-6>G)l4
z5IncR@Jw3;o9xk)<8Y)^Rt^JhPADj??{QR{Y9ch&x&5yxp&@@VwSMe{aKz5oQQU>r
zXuZZQXyrl~8J#&LB#N&IQi|5|J?YzhXgmRh#1BmA-y72SDTaKf<`QiEve$YN1~fcN
zCjrj;#|~IWfxsoOJi!w<a4T6lf>i|fgWOffLJ@IAWj;9xa!ZQ9jk#EON%pbRAtnkg
zpFd3?>z~pvZKh|aX*3iH`Er%$)7`L70InN8f1#Pj(b67wn^g*QM_g-}cm)7B7L=y)
zyF{y;c6=3s&n(Cu-aaqzk8wJU{Xu+Z!55(TlSDNP=A)xEq);f`p-_f^6s`r2SFPt)
zEL~41DV6sz;wndzZFf;Lv6vXNUv>Tat2|nDqkp8sZEMf}&5aF9gbFsHJY_Q15^a4B
zD5)MO*noWKb?5Q-czqE>kN&(o13rQVRJN$!q(l_IYeh|P*S_614O1V1-S#<O6lEjx
zNi}NeNCmXc{w6GWb65hroAUq=GE-)p-n{a(&hE(~5o+9IaYZhzqSFywYFeecry|CH
zF~$BsvG|+@BlMMt=x%ku*GXG@g6mLf^&weM|1MI``RvKb&0$hy&;S;X<Y9`L+}8-~
zNQTgIF+(9wmcf7l_j%(#R*F^(#nJ<+-V^e|Vke%Ku(X?oSxH|$3VdAs5(ZggshP<<
zQ|zO0eqTs1Vq5HM2dzR8ZM1!%RJ$|&L_*5`!MRUEA0;3ZM27&Jl?2*odn>7pbZ>lK
zh0GeUI2i4e4$>h(&v45=>%JdVq`s=WyjaAtgkOHv5tPe1r1XQO*lf^mP*oo`%&Z-8
z%2O!=$v|e<s0ej53Y!XI{#fuN&_d~M$HC1N=kdKvfCCNS8<DlbP-u^Fk!8^M#!PMJ
z*otr9agIi_uIr)&9@`D@*iy-e+fO~w?p#o@&7F9D6TyWZM>DHyirkL~*A!qKM$=MB
z`IRp^<ui>pCis%?wL3J~^2d7u!Q#h<y(CXtu*kIBxSF&MNoW#pmhnX#x2-cf%M7!1
zG?an_B(D)_**5Fv@}HE5C%rD<fC)*+|MnwJ0I2Ka6E(<Mm+-D%lcE_4gv>Vn^(q56
z9+Uk2g*I|QT7O`_I+8_d<-dIUa^q(A4>T9MWc=~tCWFn@U<I%u4NUQnN*}AgHG)4n
z2cP|Y?Ot`Ns+>R1K-i0MuC1q{Wy%b-e`Ff|iggqKd>^L=^R+y#Oi1h}kHolr+S*Zz
z9dD{&DJ&~1mM#a?%v=>?UIWP!F+}(07+s&h{FBv`Hr1U!z84jpg+#lgibOP(G*O{c
zj1Txqwy@vdy-i(=6+Zzr<8t8<|0U@_&tqd8_PVST30zqx0M!D%h@PQaNHQln?28JH
zRwG7vKz771)BJQ+*9-!b3gHagh~cY0Yu2;F#Nb4|6vE3v5pGc^N-6A&0X1$f6JAb*
z6_)K?q^Ff1Ks*4#9{*iwX}<+7&jT1QEM>d73T7&u%tmFo%^Z=YVrBYmSJ|nCs<j|E
zqQHZw-l4}uKUmwf%9-o1lOk-Jd-5j*ou(Ojs_mv0P>I|nm`!k!a@VrXc3Z)NFJV7+
zJvQLC0x>1@VO5s=**XP%SmVKt5gFTC>;pt}z!A=~zO+VGo6pX}gk6r#CY+RZvk7{@
zwB98Tyb?bjx~;cMG@+2}du?F=U)oti+7EsSicLfiMUN6}&w^-%AoS8jhVw~f!OJ;$
zZI&trplL_0x*v%Iu)3Uv+MeG43JLr8^O4wV*tDT{Sr<%sea)M&sl^P^bE;R?m4+7}
z(^Vx{DlcDROE(u}uqrkPDll{UN4oyFfP;lD+JSBHR0tZ=us|_YLzq@@30n?yp2_}>
zJG;4{e%Z04UEqu&AA#YS?Q<mt;L6-3MFfdiJoAKf4Axxs+*3fJij4UD!UNIpt6edG
zs42jgAHZ18nVdNrH!f{|&iUmi@ZMy>|H1cG_-m!$Z2vLul1*;S<5p@&q~cZ&8q!M7
zc=CRSFI(>9?=a`8#ECxicP|3J`w~(<mMOlsX2OVE{Rg0D{5zhxEnr4BXg?%_`9p|+
zt6Vi;o3U|;{N+$J!JaS*VP$UKj!EN=!HJVVF7o^J2c5r!R8^$m@t%g)j-Pn8L#hiJ
z11sRU?63p2hU3o&@RP_HQICnF2>V`&uYdgT^>f;bJDQVB0mp87>0@|(u`YbcfbXR{
zgSW7vxIT1}@Sd6fl=vqvJd1uq0o7e3>HgbAsQ`)<Ca-F8|Ff{jIad{fF<^%2sc&M~
z0s>6}yDRAvgD(Y?3O#IG^ymVsDs-u;8piA~?u3m#C;AWF$)=#q`^uU=49>u9f4iMp
zzeI@hpJqZ)@p`rNMtg{2S+qG2qc&m!NW=$C^s1oFXMZBz7wlGT3boJ>3hhMLc&zg{
zqIu3}H5bF`asa~GclO@W#cSyew@i>Ees+a>QGJV{v+?hJ16lE@i(kN(z}q6h^N+Qx
zdVtY=Lb;B*;k7dyz=5HZ{RTE*DDAV%A}w5RfR%Xto2wGH18<;xFayqzOqX;PmjmNu
z$D4I)kpI`ToV=(#py%FcBUN#DbYshovf7+^U@0O@b0Vq`3zHeL#srgqQl&_$3kZ`q
zCIDw`p}f`z`f+y(47;8ZeJHl3#(QBGIlaG>ZO$PHLVXk)tiEN_IVNTN_;j@D7(R6a
z3Mh}C3@0@s@-H@|H<;P41j)8Q{4*fpd;`hhD2^=m9~k4%Se)yNIeM>fVR?v5TF@A3
z+zAV9z>muF%|rU7*wA}z@dO+`dc)M2UZPmECymLN_pus0V|#)_)e4x*jF#mQS||@J
zz>$ixg=sQjEdMmq$N?V6G>Uqkhf@n9j1p2nvDjaprXldwSZTk!8)HxF5N;i71sC}I
z>O2r!;JwESTpgA+(G4yzIdD3B=0qRxQ8ak!KE&V;ponHmvy3za7;t^rWD5BaAKE@>
zX@p70a+GQmB5+C;lPcs-;qq=bmfR!$a1;Os<*BnmPjW~sLcPuKS5~Xckrbs>j~EIy
z%vPhdlI5{jicpTiAQVQT&@ll~Albg=(&4l2Vt-u;2yttZFT~^bc1F()rSv`5Cm$d|
zp4agDj3<|GXWvj`=FE%*<OGIh{d<tfYldD!pzPZz@Qrnx$v#%OS9Nq@0sr4`&(pKx
zNM3;tL5zsKh(W+{gpDagGxG)wF+s5fZ4d5UxD?}5hiM2nDx&@EcMj7)3YJP8kkG71
zfTZ{1y<XI@;09i7Vp6kFx$TH7Sy%Wr=5|%p>GpN|gcD10`eFq2=pMxJvk)Dv66P*F
zcFJ=dPmZ1bA+dqh2Uv$Y-#T9gN%-VPjrNOkmyJp<@R`WAq&Yz?6h}7;jjlyiQD@wQ
zoS38@A|^c$r!`Ru$U+9(6gU9BRKnk%`LC{K6vX0le=UAL;+hYF_B+Mbva-TS@;|KL
zVy)h+?97`=8G&VKK_K_D@XLgvS>|5O#$FIUJac>ktgR=T%g9wS8!jd$K1M+eePF`1
z>u@}ENh%cZuc=yxW&gsY<q3{kVSsBjs<)ZX|6TeNl$yVSNi1}>sslQWTeYn6E5ZC!
zJhho6jtqGAydfV7rv1;x092d*xZ(3@aNXeT2I^|KOe{$=eG-fTRD8_2&sJ5i9Tz0x
z5Q<GZyewOS%7xaap-drKV>|gwx_KcA$W0-d3KV7cswW#ee;mZpIq%^2#qTh5h94il
zrwUoAtDs0dlp{+=zA?JJo_<yt!B7?6^4z6AGyx`^dp{P>`b0)*WKwgWBUBg1kifRY
z7V}LQ<FKu9MGB8RdB{3S_2o;Xz<Frwu<^af+BYbpn>@}kZ-_38+c8wfG^TiE(~}^f
zvr4M?`ws#%tyR%4-}V8uVvb4rt?7<Guza>=(?jX+n2*eG0Yy*U{|2)T{rqD=)E<h2
z#h$>*=eA!AU==@4DQn+wdR(wot)`Lj7LzhZsuC>%Gkq%(t_m0#kaqQfMlEvWmT=4z
zziz>X3h*-7B#`g&2u0y9#Y`2#4$}JtGDq<HoTw#)iUP$f_zK5C+s?Jm`Hq!9em@}J
zvOl~Mf!KSZFDg+d*p438A$@IFfgyPbr>+oQ=V9Vx<1+cmT(WIpVN8nfaS^C1hKl*f
z%LLoJHO7{SL1v++Cky3k^HIgOF9L<x-eZ{XOR>F~{_va35Y_0NVsMdMOj9@y->?Nh
zD}(V7jXwq(Q)w_Hmb%4a+O%#TD&*qU(V?e{u4+Z%plN9VHOu)F$g~CE#d>F=k^3@g
zkOLH#a03B^bHcaxmoj%4dkz1}H`k72je<bvfs!M$A^Y<c&EUGNJZCO|0PNWo5aV=#
z8#2e21PnZ;dij9o=lGK!$aA)+3m{<tN@>#<y&&-pXZEcu6{z)#N+TP~o`0<MMfps^
zqZnw(y(;HBcrW}{3x|_^M$n11>ABtY>*FtcPZ8~BK+uAaTM9Vyay6!kn`-Z{O?mwt
z+VXM&cOC~pW&Rv^F*su)y#-o$U~~iuk0uqS6Hc^Js<yZi{y}|wMttW9Buhf0ymGje
zm>)vlXOX|_d(s==y&g8#b`bwQ`x&~d+1`BX_+Di2_N^?EEBq7!O?Oi?EJI-4Jmqy2
z+z*?0utpANjTh!DTH*-AXzEQ<Nv_d-p#^nt^r3FX0%7s5f0u~IzW2@|EIOk=KKk{1
z<1ti~2$ph!uP1GR4nv88T%DX+(8&;_pPKso54GZMhM1=-AeW7aoj_8azFMhXtB2*&
zGx0r>My8x>a5mYr6;=kyZSM$6Kkk86_QGHYa@jg;8!;Uv%Y=h`H848cA~Zh-PSbkT
zV=`8uuk}Z{KOO2A5Z!^jyt96=0`%Tlyv;;D_yc12mtDPU4VYBn=kum;AcjVq9A){l
zCYOIbYJee1nhS<E+SbRMEpnY8o&oN-tf1x>DjzwK6B?kB;E;)b;nhIT3XR@5PdjsJ
z0(>#3Vu5C=`Zp?bR)9@v?@u%GWvFnmR%|U!Rw`R{IEGTRdn24aCg2z-IWRzeEYbwb
z`=KP(Dq%28dBciJ&ej2Ht_`jbNbJiaHnQ*%aJr8%4HC1b0^pgQ0EpI>|5ny{T2r0D
z%JNi=?{8oQs9FDx?e4^wCSHB+k693~h2f90iI-aq`N<o<!Qo;jfJ53CZZX+_qpUz$
z0)p$~q~YHw20B{&A|2G#Jaf(fo;{t5(v8^BF)5eFzs1F6ck2453g=xXvcwT!^q@wb
z=vzSbh>Q2<f_b|nJlc7GK^oZ{iO50YDgb~o_I>{3PR0j~R083<Py7CdP;uy+)Zs##
z8HkxCPRo0v`34M<{8sRDrW;)fN-O_sP_Axx+C6YpY3)$3aTo&b-a7?;K&U7XqA!FK
z#i~GOAvU2wsdD@{WlM_olfDE9qd^MZw9C)koLzsIS0<l5lKX(w;|F~Rm$UCBEzCd?
z6H=hK_UYF*sDWFmc71%l!`0lwycQWv&&lx>_Ihf_3-6<AZLWZ2$1CBg2T+9n<A7E^
z_4?bDonEAp+81>9H?;!+{sGXeOn0gakcP&5Hh3F*vUe`_=PsZKi0j%>5tSss*pg`g
z<kp|QyI&im&SFJ&SlnO(xE+8Z%z|zAA21RSDrCMy2!yQ(!)#m5(X177+I~HnCh5?X
zD5tTOia{ktAM|R*DD8zlQT_O>Y_cGRh9u5&{8Djl2#Ej9J3koA`1x-P#@%s4rwl3C
zS|28xg-ixHv_M-JQ#`l!`9AusSbF6UFN7Mv)$tx%4m|ul!3F@`3vgHs$)vK!b7&1L
z1{%FDxLhE7cB^^@slz&?`2Q6mHlud<KiqQ(tw!-q<}N^&<Uc{>VfLdU{=`_C99J2p
zHt^|0+&3>y<!TDySjUaFFHlNUU^Ff@nUW1z91pjjhWqy^NspO{dx`&uo{`h3#a)Lx
z?`>(C>15j}ahyTB%sZ`ar24s2txy(Cxwg7(=(nvB8YB&H9x~LP__G5&<>N6nJf_?6
z59)NZukO2}P38^`gz+UHF{IN)>ue_@B@_4J;{${^d19@RDjQ>2$A#9baan9}pq5!K
zLShUi2DlII-}VD>w9^Z`Hlq~3O}}nYt^dA0+dZxgCw%gP-MIDruW|zbu_Y6>FT-(5
zRJ5TTTO&-k4X>0Qg@-p^jR!%6dkMr%LP>74roG&&@b-Z0C~#HjzgB29@mW1b)PrLo
zQn&2I^8XSPf)QL#zr{?A75JH1AXc3|7|97S5jltYC>OlRf<;)Y(0m7!Q@nIeA})lN
zDq4Ytav$(Gb}Bj{PW=qTYVlKo%Op_wJ8|ev^*tkfsOl#XH-MnM93}G?JB9)WO(rl7
z&5|<%+LCT_zIgx(Rny~JTM>hcz6TY)NDVw3$NJlvUFIN??N#)*lj*Wuf<)HnA5Z{c
z#(&8O<-wFTc(L<-30YE#IP#?9@;fJ&2*_4Fdy33%(oXT;am+r?eu8b6)1T($ztH(8
z0O$GH-s1Ocwg(BAFO<;{P8JbY!hORM7Wn#;UQsz~JiteoRSD6Ig4dO{SWYc=EN|-#
zLE~O<)Qe^r4mUj<>r{C5wtJ2?g+DI+l$Vb00VKHE0uyN6Mg>Qo*uO<O@{H5|2E?D2
zezjm!sB*Bc#K%9Iy$%ZMG-+TUAt)r77?;YsKnf><C&w(J5ifr1nx~!x3h#6>PD$3N
z*!aNyDb;3f#TEBD?aT~nK=N0yKe4c*`sPa?>3V;2-tLFQ_9#S#4C1!kozLkD--7Ff
z(GC?4T7moblEmo+>N=EjH<h+TzIcfwf82qc)abEp7DgGm?!gXcAx<sn`yJ<=##GV$
z&=4qDi=Bl@j$M+?I;s+pNskkay-VEr^bNbwFHpXd2b#!7Q3(HC4x?^=xW7SG_w~A*
zPyLFNkIwkx&oZPziLL64hitkPlJerY>n81lezI1uJ5csc7{Ps1mD^~$M-CnJ*~$w;
z!ln{)-_tjQtboVOT_XBkaW@P0N^wc&yIz)%?y;SLn}3H5vRFVpV-f<@%7H8*j8!>E
z#fCa>L{8;78fo|kZN;r$*VZ$5Paw7b<PVPHd7cLaR^(#&DxIl!bWq<TlY*q~g>ay0
z9Qt3HK-c?@3StunYG41w_Pwvh3D-3IkK8qZJvlR9@(#B<pht;ie23$FYkUUgIlWj!
zwO?8en$cya@0{2OEtV+@ejC1xw(W}|g`dTaZhf=rRlZpXSf}wW<j<>o-R9LhLDF$A
z(|$U2#~VFLIq`U|SMS7gCrHEj3_hmAy_<@sf0Couc^np!(AladS8QZkmG1T}LC2?#
zN_j+&8*NP{^fgP_y|CZdt)IwT8Dn{yjo)gx+1PnU&a5oh_Ik-WS!0xTo)_hX4bXfq
zjvGax`hdm{DpzZqLy(5rt??SFk(1r&PNojH&dK2KflB>srrPz4XM|r1HQ?q^RNM1$
zDFL}@K-bM-YvP>6aft5YH)Ezsp$^E3$9xaoHmYL!6|<d^U!?S6vW+<IPiF__S;PqU
z8SFqK(xZ(1uGU39+QXLHnffYGv4(ihLdjV&w~Q(&ok;eSP%&S^ikeV(c}KMF1rPM_
z1yZdJQ|3#qZ^E32c&1n$N<%m*HK;9Uy@E<#pyr?h3c4wjCzh{ZtTf?8YYdpLTxZZq
zF40Q-M}Ml`BUf2v|DM{v2R``aJo3g(7^j^U$2o!9)~!-pSwYG7CNFo#3gRZEemq-H
z=h%ALK2`-%-zf#|X0%qcA(Q4&RjkMKq>Q<}W2$%Rqo<Y<9iL}KIXgat;cBmb#v5J@
z9Z?`04vu=Za%E)zvVtpn?=Gq$VbpuxIWdeLzSA+a>bM$l?z}r<bVHmvfR;yUSZEK)
zVt1z#4S(Fp4`8re@4o}#GLVj@%&xU3g;9Bx)arO9=#;(qnpL1-{(}k@D&>nhj6WuX
zsb4p7o6>cCH9U>EpBQBM8(Po;+tn)39+}9d6(5&pJVrPz_NNoP40pot>^4&=<8su!
zXeZa_?zlhISc6ci4Fg+n<94{46GY++sZ8wOtP5BApKJLGX71U%dHS+>&_}B9hCBYC
z;i}6aT9K!P1%<+ZI?m@qf)ihHGfP$C4o<bNG6JxwOS@B{u@MuCCTUyra(<v2hSz-1
z=KT!Tg7evd&K-4O?IlC=3*MXiBC%En^G!?4f4kd*ME1)TU~>E&rr&>#;^eRLi=_VR
zJX6Ccpa-JeL-$~sRz5y4m-Rdl@odpfZzzBvO~F0~0R~ULE%PYzT~hZ~oDZAa^T;1R
zq4h?|Amz1QO09*$sMgFXrxSxc@ORZnx<zBA?qhw{=&OyyM}=mR!KSnVIKD39AlRQq
z#7MQIr6%dK(wp8H_BdpvPRu-Oc2U7B>x`+CMT-iMxmS%K2mzAN&X}Cscp5xmyotKs
zRiKOQ5-AKgv-TO}=?9P?<~OP@K_kG6eJTqdL0C#NIm}XP%TwT_tnGm)O)(gRLR%FK
z(i!K7&A63$*oCT4TT&!q&m`CNHs1QcwYS+^Ok7+%^JYqdIpxN`l9D7dXB9YXGZIX9
zo^Rwv!KjCoy<g|_A3Xj+o%^$Mh>Nf>U1{*@Xje?G(+@)w&QC9fT5W|%^IXG;ADV2q
zafH);{;hJkt#hbpGBoErH}W^AsLiK>@`vv!ZkPB3K5+axukMC^0B;AGbL5DBTcHFo
z4}MvHMr?!tB@+()i(&@NV<Vzy7{m`1Gjf5>^X%2H&Q-0E-e*PIqL$}W2M4gG@bU4N
zvhPQz6Uczm_*dK@(>rOL+R#E-4PK5Y?N|MNraL+N4Kqpp=6Y@jpvsZ>z@n_oD+J-i
z<|?8sl>+D!VQ7aNFVwdVbCTb=P^a{hSc`d+r#6#Y)nqHU0#1TssAX~2A1ctfl=HT~
zh$Q!33_hQ1`)7qiElGq}JkxaQ4-<VK@Np?ZxS5u=f1=7?Mf7^BfSd3V^ZlS5C}hG=
z7H>BMRbt|vC_uFuZ*}VlPHJ=RFb)w@CW_FpI89=f>IJG_yGR=A`)$cmdjSx%h3uC3
zp}4%;590&9SZ2UZ@pC{AzWyV%4t#Hd5n!XxkeIR(GEu{jFB%yE2r=S$^Rm{pihX<E
zp2)H-E6U<2^pG9wu<X5TA(NJ3P}3j`Vf0SfA*p&dZM$IjOVT@Hk++h$4LOFiYVbBu
z7CEf91sfi?k?p?CZEoM#5@^Aa6E}1Fl8k?pWxW;~!4!be3Wj;*oJ24@mCD<<%DgcG
zJ#W%B8fJtfa<4Sn&Q{Q4J$5PVW8K=&$rNAzk(r53I&8ap;kE3_yAPy!H>PLrX|Sdh
z0n>QGs3vv=E3gp}$C4;jaM9-kSmOHq=eaFzy>L4UB3M5ettH%Hk7{b8)+X)afE3Bw
z8kmk<7cGfFEuQrLoUYAmZ;qQomI>@$u{GC!8n|`K8R~Y<w$p_97<p&nSoV(lv&v)P
z2f(<b7zQXgVws0WouJ2ft~AN@-JyS_Y>UTX=ms>L`E`{W8krcwGye5|+039*^{e8c
z9yfinv?h=iMq`1=!6O$C!B+@}N^<<^TNs^GkR30I1D=mnoeybgpnWk<cd&A$^vFQb
z-Ze1bJSr#SucT$NbJ{BfVWGByH_qelfnu5Fn!&D*!CNg)3eQe2@N0iuJv%pJ5GAu9
zSls1o;_r_biT+-k;rR9Ik0&xTXEj)Df5E#9i^qQ>-6kk-36)0ZbyK21cBsV|3>9C%
zBA&SmkHCjlKBi_5B?U1&27LD?-)oqE6<MJYsC?pzBX+ME;6Uu{A_{@BkuT|BVi|6L
zZ7q^KHWzRHB~BB=aI5FZ8gj&RNt7*(K=t0w?}-~nWm@xi6bF~qu;grSEauXRHoQP+
zf|}&rJKFaw+r^nq-6mArNJ8h+7I{fEF4_d8S8IvtMDTC+0^yPGcl0{Cf7z~eqr3cb
z8!TXDU_EI#O5hZQz^7`^J*-OJ!;hWn5W^Jqy?vu5w2Y9Bpt#qc@+u?Ky3+uQVMELB
zH*^E^_iZxKGB{Uz6m}0<4*P&W0ImX4U38zXRTZenB@T5tzUB67J5OGMp1ijoL-|Hn
zqfu3SL1X^d6|AdXV+W|CEU=1YC?_#zzo)~SI>dDN&&HPfB%7M=EjAg-7scgiHaA6S
zAqIymMNxY>t*j5l*1&F!{+*^YxnZeD7Hw}5u<h!8@DLEtg$WePj}W8*h|e}b8u#5$
z>y<*Mg*Vc?r9^If_gZ?%1$@!r33xVWk7kqeM2Zm17FGA4@q%)PN@EF_K~XyctOFsG
ztL@V3uCQ84;6^+93!M~rT5O(_&DF2{VuM0e1_Yii`tFV-t#tWVmbH#+iWQPuA|>@%
zeqQkdrUZ+Dc~BRLF_Cz+R#jC-bjIbut|B`2nKKDJ&7^n-tX&qrs}nruClS5kSgzz@
zurF}g&>6Ge!6<VUk_ny?{f#<EV%6r0go(2eM(}BR17<hS8jzUt<RGXj$&lu%`%3y2
zfhJXgiolT4{_ixw(?Tqzz~k<HG{)Z`#hMN|XynKy%LU1Gc@~z;Fks6A`TZ!FVWDa7
zG7K(l*GQ%05hX0s3pxuwsQqcDZG=0p`Uc%fIBuFCdGR04`_{1NS*PRpngvY6lq-Zh
zo8$~ca6GrxrGhJpKlUF1uYM)|J@5}oXA>e~W^;V8hC3>aOZK^GSOzBpuc6;X%c7b6
zh*hc)k`G|M_013O{X_2on&d}`aK%fNI1ISKTkWPN(ISpXm26xQWk7<uRJDu_tB2|G
zh2r{`QKrk+cxc=j=Sg9Omj`n?aZp?7VH*O-6}nA7yQ3k*Ar#Eya$H$1*IRL%CFt&3
zCC>vv34FM4uh9^tiGX-x^*Sf(0Bpc79BwX7L{k>sd1q_pobXUh>(`&YFZn(KV|&=1
zF2B+Bp-ZZhYCXUOiwfvz#+U5=RI?7KZB)O&7KvsY0->@hI1UP3%_7|^6#>@z%SGe<
zfB<aJ=EWb{iCx`5N@iB8zXQ0@r@1Zq@u3p#{M9b2@^OM|-Hx67Jm<nFslVX33Y*%&
z!DbOpbPB_O=|Ld(Tqknf%MDp^*7_}&YOFMr6?0RevFp+4>j}~qI@C(TD!xweyploC
z6G12DNTPX9UuDZ)N3Dl!y_S#F`;Hx16x1>XYAHOvE~^*NDapaJ2+}@uz4*o@5XR6>
zNlFc);bO@Akx_!H(Xz*_$T4Ed?@>6)VR}r$+Vmm>q*3#SIKGGh0mcwxv~+4ddqF{*
z_b~a#v^c&*r5yT-n>0W*L@KwDXX`WWnuhox2i8Vi>Gc}hhvb2nOSfl<a`F&(tp|3n
z*w4~#M)Gmw=`h>MRrU4Ogx4dUIb8Uh-Ym;z%0x{T-o}c#C{tn!p@CC~G3D1bojYCq
z3*y`((ZOc?MGS#wg@4a!DRkkk-spcg-QGC!&2GQX9>5H{TAbVCUD<PwY1o+h+y4$d
z$*cBnO8*2wkG(s5xOe7t1|u*WqE`yfi;jK*NAKu-dxao*S2q6mvu_|*TZnGS>Y(!>
z=i!RlR;pz3xfB>}<Ov=^=$oowBEJ&9#^4F{m8hCD;UCh#OV?AtU;4EYegt9_{^(dU
zpESOVuf#iwv*LxTqCn)RgvfI2NSVW`{3{_1Tt8mB_PTQ#IxdS~5qnj0@@KIgtrKuC
zjF85pn@Lj<zhGsjY`?4-ytQT{%FBY<quaoU$7>-b%;rGNZfT8#(ONCKNyORLY@N!5
z&#_l%G7;7rk!F$@PzZR)W*dD~GufxhpGuyMy{y4C`Llw}njH{DEfUzYtUDSufAeAn
zs`TmT*^n*BCJ{5W$jP?*>VZubq7&z2(znHQ9-@Oo)W?4cxLG<JvV&nDbBd*)yNb#~
z1YlBZsVn_^>R7>c?R?GauF3JF(r#$KM#EU(;kB(kn^Y?QVSBvd#=1L&X~Kq@DZ6t}
z#!5(-T}EQuC&+4`=o?8u!d3Oi+iFzGEhR7(@jA8Dj(B>S^^iMV;VK5NczXHfOPfP-
z*8$BGN?gv96&~rcQA3hsN`m*zaWCNro^3#5C%Vl|NG+L9^nZqVJ6IQzv?96={N2;k
zByywKkWLPUdQjMzBQL)FLo_LYj1)QI`Dvzw8I-qw+JRAQhGBbTwq`o*oN09BRZR5$
z?qI8LwpX+;JP_m9E@`)U=R0Bm!4om3cNKae+(&9h@IA1`*?z5rmj7cwA8Nmz0dkih
zMQ#c?=sysnQwo<*)i*}QtVWOQ=junDW>FkpOhn4D;oR*F+a@st`wm(fXWRROk7*y4
zW_D&Uvr)$No~1F>P_X05rE0!>oY86ZO&AI%rKo#(25Q_s<K<adX}_b=hZ*3pH9mC}
z#br4rH{SCWG`SRKKb;P&#7%G=yhE}e-<tqh8m5p>V$%tMmE>;-k4zrUOa?-3s9$pg
z>;YxVlTL8~UOcoiW0G$4D79c>H<}$?rhn2}2;dD0K-HR1-e5_SDAMSA?jmt93qg6>
zQnO^^wdXHtEKPQ>7*r4mCQhd~UJ>#9N>ybqcOSXDD)lcmNss+h)K2~h7Ob^!=B3Ez
z$pt5vkf<E<lWrWy1@ue8ipr<aQ78_rJQNZ0iY6q4v54{K7c=c^&5;maeM3wh2wa2W
z5(=mxK4<4nzV6r0HjBQYj}>VSppSiWUv9ctP@M05f<4hSc2QOD(0(*5jiY#5GSMon
z>du3WcKrY>NU|Ta)r76U&@fi~eEO5e0&C{9g`|n<N>R-|gZzfucjLj^FS=#n+e{tL
zgFYpp&spHWbQtq3ZZPm*Yr&p#<eA%z7@{PDN75WEuS&0<U5dLRg3Akl8B2>x;593G
z0->TWE2h5()lj_}euB(~RdmLHyV05<DGw<*1K5vqeL*TtHC1Bp9Mr17?GC8N40$?f
zZHV&WHvt(JqzIq_(Tt^Uxs1xypi6rqI@{*lzbnwas(Zq<lLL|i&%<Rdtorh@P}`wr
zf+8oFT420yuUglzn-lYN_Hf^>kfPvEY7{C;AFdNT!yAbywR#dqknYpdW3~!!^nkC;
z4AxxL*fxI6-Z_87uI4+mZf<5kPcqjuAF@`@xlHWoMVvvx%HP6t;WSZ<8G7`#ds@eq
z;ty|BTT)|0PI-krAA3UZ&wii8_jd9;vE)d~KI7h3hZ0O9@06N8(w%@U4nL2%GxmAk
zl3yAN4Dwu!l?n@3Pc_yu&hLBs<-a#d7o=u;IT@J7tAXVXRcmLlFZ|Aif_j))fqVCq
z_(xR<hn941&gk`a3v#H`sgl+oLd#fQ4K`_RS`^<VnP2qm@=BqI$O2}971+b0x?m?Y
zw^{l-jTh`kn5q1>295vx$Zi&l1HfjJzpR5na<nW@E1REyWlD8_(KbO+ir&0<x}ao=
zXHTV*pY^SY+GlrnmN5z6d6WA9jzTyxtC4p9jsr0S&rVFI&G#L<jG~SZYPSWD2ey=T
z32Vomp}JAoav-8l$5w&(hEu`ech{K8zPAyb8Xo6};)aVTnZZ#GSZ|fHwPYqe34vf!
zicCfYmk}xvw_po9Spz2b{<ci#^dE-|etRU3R$Ob2F8kjV-*JpH1)YEW$j6dv8$y6K
z!YSzkEx;`Un1qUW>D0nD{Q=vY`j~5^%K78))*rN_n<d`VnJ3(!6FmJTr(~SK4SBUy
zlbZG&2&7T$hrRE3iEpSo`_!}-qagvR8`RX7<B8%eHjYcnT-E|q0q+*g_oHp)yu9&F
z^y0oL(kspvO?!R(Ca49rj}Y_hv=zM#`W%R%+k*GazFziBQrlh5t^|DJFf!3t7alO3
zZ;Le(J$-3P;4Sv11CE<S*p-2=(WOCx4%utIAO2!1l#0_Ry`Mg1{JXlwr+8JXe^&-q
z`M@H5ePcnXDa(>7Hl~}l*GVnLJA2%P>fJb40zwMnnm&Go3}Yi7`F?29RcbZ2G(P-U
z>-0y2m%VC!1W9uByHz9>;s5U_0y^EjeOSAkzCubZ*u?X&V%(Nc$n=sL$BQhP>2WDI
z<u|2)6g`GYUbPrt6RrMZjYTK}Y>g7RC`zO53?DGmH!N&Q59MuuH7OQz@4<4+X)?UA
zMyK-{GY^4_Jj#k?LuJVL&;McUEWE0Ux^|B=C?O%;AgzR?G=hY5ccX+LEiEl2E#2Ln
zhYsnGmTr)SLrC9s^c~;*Zj3wbAK>t?_gZt$c;@eslkHHrFuu_z#1L^N0r^AsyMjzb
z<qs=;_?Y-%b}PD9j|v{_KyXSQ+THV^`VzZ#u@902dvY?H^pWOsN`XGLCu#17e2wYc
zhkC&eI+@*qpDLF1hbZHQ29-I(?EDA>dVWXCzUa{Q1kOVhiV+SA@8Y{<t7BYC`Uicw
z$-kptguWKsJ#?d$8`z|U&K^WmM9%KO8!+nd9IRg=x#5BJh>lmCypmgXwhjy@ogY2A
zHPKwdhQwdij|D9?zY{S{Jhof^VZs09zh`mJj;uyujIkI~j)w*D34;voj~bMZzBYx%
zQhhhY1^u>iMyId7gmR1ceFZ?)v-fy20I4g=qsykFoq@NaU-pjknee8qoJD$(em3U{
zB@}^tVJzE9#=VL@T+ANf0EO~&R3_RY+>;0JX7-2wME5;aT*TM3Bh|My`LR9Vp!Be=
z@*E86t}9DqDC<8}9+{YsvmByfy$I2%El@s$z|)b}B4lCWgw6n5s6@&XB~&x?JCeiC
zWE|nfsopkfYjCpUx1J&no<_r8{tyN$aGwsoyssWuT(?8Y?4jSZk9PGiqGGp;a9M!h
z^fKF-E*(3--8#czrSRYXSvLy2Srz}$C(v5mUad=q8g}wYXa99HB|8V!=0c;xX1~g3
zxMx{+zZJZ}%%zpKwQ_#Hy`cahDr{30){Pk)-K0r?v5w4XKwl-HrR8CgU`(W0f`jt;
zviI(bS3q|q=-%<ASrd0QD7&x~hZOW*8yU36CIh~_p={q|cYp7fGIOM{HOx5)YC{m$
zKS*t*H{?J5!$#{TVzZ;PGY~1m{tSKi#jb4oba6IuD26iIm#_`rssdi(@1je4-X2x-
z(2L&cqF46r&U#KR<iNadv7Nq>w`6ppV~cdZrg!@3YU1oY)!@jiH0HAq5^k9kfN*GE
z(OJHJ_UuPxXPfyjaip4nvbv3(i4A6a@{d_8*=U^x7M;2wmM1(-Z`divw>G~JuAGz`
z4sI#f*fFO)mrDY!g5or^o1HO&O02D~6=mT_InvIUg3t;z1l=zWCBRUm54&nb8(E`O
zs+5};#bupuE5W222g>PwVNG<sblHkxW_=294ZYSz1TnMgQf)VjM?VhRUmi-3eSN0#
zzb6^veFC%P9Hy&7b99Q7L)JicZ#O{e{^olHy0r_Lvf(_f#iWFf=JTl-Li*LuTqW?Y
zeK8p;K5DM_d+gJmFU~#z7=p@2SVBKr9?u23H-)HT@0#HuKLQk^Q*6ywPc6EQh(g7)
zrMkHvtu#y9!OK?im@0e7<%>{*Fi1_5i=17T^XFU#ENoROn4ddUx_39Dd5k|Yc5l90
zk!5N2%S|3tlBnV7g#22!ISwMVM<p!0N}&mkIH2xStu&B$wK9~^>kQmv?Y;-SX$o4t
z5G$OW{+2vs_%>27DfTf$S24nxG{iL%SvPpaE~`?Bwo^gn1e>|`El9P)sd-x?epIIq
zQ4qJ|ywdcPgLC(nP;U9c@fIom6Qy&c@!w|YGm>BP`G4<kI_&=XskroLKUm~|^jqmi
zSm~iWAV;8P1w)YQNg4H8=0RJk<Dgjy&<`{2_b%tH$49k<0V(Y*h1<%>VQQh%V<4dt
z{&{B;CT9P4>lZ1Qcf*$w7}BwQn_sG7Ur%u3^u<#TJ{J~p&002JAMG7CH-vd-?rUnJ
zybPBZqq^bAWS3nYp8qR{N~|AXZXpM{F-#zQU#%A75DsA2^NT#Gi{XlVXConbCCuH9
zt+4f+GNaf09U8gQ6OMr~ypS)tWxPg~runCD0+D3jacXQ}PtrXxp8B-1mtNU-lvsY&
z#(Y!nl{_STx&m0vt)ajHih3i$DffkGNk>>vpZ*uZ4?NF$cYf^q;Z^F+(Y4cwDvQ%m
zcXb-J%MGf7nw(zl*wpL6Yr2?+-%E*k@TgR~)(v#}&O|C>?^2IEP{jX8moNzy{Ku~8
zzb}$eaJ!Sd%zUe!NwFf~B!%qb{|ljeL;6P&CL=b&CnsmBX;#Xuz5&XTO`S1lu8(R1
zb736|chU>>z&v$IWS~Y*$VT?h-b_}1a8%f0-W+|4F!lR6RPVL$QZ3X(?+^z~#9xaR
zl`~M22~`S`*&A6Moc+<D<o+ZB4zG&<el;%O`<sj^7?j9I-e*^8zRAgI6&m@L+?Cer
z3G;mOPgs;ns#3_~$82MY=!CVziUe+v1sFhDbp?8p({(rWM>*Vdu|rco@z+AA;3}U|
zUZdn;3%@V?!Yb|(oM9Ke-}OP1{~*b=dh&Y@atEEYrmG*&RC^%YixzyHl;?QRoRME>
zk9qW!Rd_A{E(bndU$Q@bSc<8S9Lhc-p)A@ym78$(=M`~X2n=Nz!fRx&y8(<2iFs^p
zW72OCh246}-zW&2yjggUTtnMScQZczPi9)f;8pSmmMS}Zf3p=dGWXm+MeFbdfyK))
z>lnl2ZeAr@Z1)gSeLSgWQCe$kmzV>Q#R%v<@i^3WsJh}kFrnPZw%te9hJFFu-*1mv
zaUF@lM5F=|dCwk=p78nc-3SW>teP;o6?+9xhIP{81);uUFr0NC;oM~DPoOhtP15%H
zi2DIZEJ`^?DN56Q`2YPfe)y|Z>c3EE;AfT|9Cx+dXf#FqWxDLh1Z<W@W+oES%K*FZ
zcoQmHO%Z{HKx6FK-dvduV}q~R=DV627y)6sSs5>u#g_KZ6%2MRhX`DWXA&CyhJ?qC
zenMVn2}-_7GX>V+c1jl4LUW1YPKT&)@+4B2vUoFauLh*Wi3&x-_JBi8O-1ZltrQUB
zVLs&rv?Ef$H<_93-^Q956`A{Y(Vq20;0wcQvJsF7g_RnXvah)<(^A(*qKk>?P?qhB
zHS-@1#v^C8iZtUMgzIhu<cJRWmP<$1=CoHC8Z_*%ecTW^Rez`nP`D0~#P?>Ji42n4
znps@F{5fJ+G1P?c>*Q(PT4W_MCppedQ!b%wB<=Fo;YCsdDWMQ5OS$2is1Icc4IW?E
z_1;u?Hh;#TX0HZ@7KZM>v3-Wlg@IKoMym6@;@y+Ue|pksvOyg{fdfCc4n+5ui<{>M
zv~KUf0ovA5XrKVlU(}#UGkUD3ca><kJ?lX~tv#u{s%#gzLFLS5(h(nY;SLgh0te)o
ztWxkRaTB-I&Yqk`jgTcUxxld{Gthmrh{<_5twA0Ca(FJJG?UZ-a@q^tZ4Y#mqB`BD
z`=4r!-JgQtFAlQ?5KO5!>n@UOXli}FcTviZWFq3qJK>eL^E@%$X6k-9`r{i*l9<N}
z-Uj6lv#@^PZ`Cp?`sAT<NcreBWG-9KUIQiSFQB@E;g0}Iz|`Zf{7ItlgU0(@slK1v
zD+~!^jVChBh53zut*eSSeVVW;@Z28$0xJ`pBu>|R{vuw>-*5<%nWlYpYYQG~qN?V0
zPDCw)f$Q2s3V)+YIU~nvH+LF0)V1o8(E2DoLpM(rtH*%_g9e9&i;`5+`=`dI2Qw~~
z^wA>pht8H*VBgLJlt+hFJC6^IL=d+nPiA7GeM3#LbMlCB))8N9NO0>KePB7^Qq6?B
zArvQ&!}~*g?d$Fd(*+)+dfb1#dy@0-Ct4`oYJ!~sAXsAw7`jYtAPbk~kVeXSkB)&r
zJznxu`o&1zA-Wi+lZN42AjdP#UPMiNYucX$w-|l;j0sS2Z?ZwX9x5DRHP|Jw<zC)a
zO~zGW1#_;GC<=w2mkq*$S;5b?!rJ8k^(#BX!mS+$KLOUCFLwMZfn=y|M9{m&3t9P}
z>S>bAt6~QhEL1?SKv7tpd%t#}iQpOVL&8|JXz#;*1I;tVxH<?3$w2ikbs3OYcRM3I
z^#E7518t}ywdQE6vn_WbJF3vu0bfSL<k#Yb?W<OAR5+0^-2vZj2;PMEhv(EgpD6aP
zV0=1mGWWD<9=ON<ZZ*B=`wVcwdy~+&d+#a#0ifSStiKISh1IPl(xzTxXRMy|`yzX|
zGVr*KgUv0Yh!t**_3v$rN#8_%Aja0S`I^W6_#%aROjcP6$@!7)#f40X_pUF-y$yFy
zS|69$5hc`9WJ~mAj1CI9@BWzcM+P*<jk3)Gamy!fEi3Q}+ozL%f>bBWQp4xBnF-gR
z%3VYl)U-8kM8Lbk3wie+XLb*DBPcWl_LGdHP48EKj}G`cAEAvt62VCjX@5Q%Ok5J;
zcQ82D@MV9aP0D~Z0**j87`FbkA+77M#hqv{kv}ts`LUoD3+zxh7KkT1S))m3cv3$8
zCZN4zDWa2(E&Nl1de$x@iUobB&)11T;ar%*CJY>Fhx~M5Lt%vee>x@mC&J1DFnFpK
zz}-&NosqYZg`*0{A`fl%3eUKE!1@2MBKXqsrc(*BktHY22=2SYBiF)2-?3I~&ZKzD
z?>}C2%%Bj<Jd!L;0HHaNu7w=5(`{@epA!JIGGB~UKRt6I59%i^L=w9iw7oi1=MIsW
zIqtmjzlJeLbuG`F;jBwwa=YA#5sKn;pQe9@r^&=M)c7x_ULC~q)?A*_F55N&+7vpU
zlLZXdDjf4F|L6k*N^YXF;1i5x7H(1J!j8z`)-5H%M&dfyDdzLD`Z*0wahZk7>$$lL
zpTDd+k*Xu&z6;VIGc>!&01-l&N3oS)4+k3oh{?|hnQ9R9LH1bt`TEM_f-~|T*!g+y
zF-`6etmvu*xBlRld#@mY?Yb5MkyS-3mHn?D`jO~;#RM=Ee8+Htv|XRMPUI`&u5-ol
z3OL4hfaW?rME4!jomHp9r`S7WnbTmPP*+?ClVcguo8(+txcF2Csl-4wr=ANy)b*RK
z3&A?j1RguV1jyjdVz0l!u+EQzy5hDg?$1r$f?g1p<Jy(@Ij7=3M7@><t+4(A?B!j_
z&_Y$x<>*HT`q9GPm)YR1vurf7keL5*OvI*I>WB-_i>SJu?UAtAP3Kq!SFEABVY&o#
z;+tj!tqwoLP0yV&n9i#gi%YLy9#)k*<NH7A*fwG;(H9}aaQh~SOj-(OE%-hvAxX?<
z2R9dSJ7J^q?NjJfnJ?SiJuHLJetmv>a!n-lPb)aF{^zIh-?pqKXom1QRhMMFk2bMr
zX(0gHBheb`7E&Lh&+^=(!wXT$;?1YktuZ$LX!n4ly|1Nfb%AD@*2fLijGjyYWA|wh
zPa{S|O%chr+%~MymKl_^6G`9SvIsKhh~~o5iPBWJ`_CZ${gb2rwk!I4HU*km4|kV)
zcW_`T7z@(bM=Cs*q`=^zJtgz$Jqsn9p{IhBc|LVN@BTP;R<NoeAy{*DchV3!tmHKh
z0Fq=<vv--NdJm>;90o_*u1-h*9Xa(;=Z6l-v<S`zd?_R!eMxay#LDwenJXSX8JVbr
ztx@}do+}>+U#~$w(E5H%@4cRhAln2w-kHYDh##XOTK{gEmc@WGa%$Qu3uQ21@P;NY
z--2-}JR!d$LqP`T@m_hGkj+8^@S08q16i=8sDF95Na1~JH*XINoxeJO0WsJmwjcb?
z`hQnngBX(8KZ>e!#BR<E2Wrv_QrQ8;@q!6Sy-CWi{fB}-Y;ptpsQHkbN_F?kt|?QM
z;Hppp0$PzsE=m)w=||l=m%)4{rfJtR)znKZ`Prlm7Hl0D$C2#2*c{SV+h~2s3A64?
zXLR|vH&$#Pztkpj;pt|znmcoT`<<M_;~Dd*o5$g9uNPow&)+8tiwGk~{Kqg4vD9|r
zd~XK!2O}1KYmpbaGG$5btpe+qH-FY6BDDS+LDtCO|BoOmY>3_`5M^4On4|r{K`IU5
zg<MXOo_~Q=Jls<+x(y_EhFS^Fdb{}PairL1Dt@xgQRXMw37V2tsF?Iy#b6nn=$tk8
zz8?zmgNLEAEmROpr>f@%=50f{uuVR|E3-}}<uaK3II*$%hFth%J()dbtpuGVD#`b2
zSkDX<5<3D$+V=HKIMHv7t>UY9(B7^08GZjYNc-B)ExdrP!%y`A2sw8a8aa7CwRzpO
zg0dN1&vrZ~I1w!lD7BY=i~+gjOtHpGmcG$so}-!xdA}{7V?N&hRow&AU{U~d7_8+D
zmW0G6ATG9qx<ImR&Y+7&>ben?{->KB(0D)W?mY(Lt3=>XrkU9GerWnLNlU=1$n5$r
z2%%w5O$f)Zc^(-@7EladWIttv^YKjZ9hX*S&eP1Bm!<QWR5bd;DTbXdx|hD8v9-5%
zRyNKH9>cHfy`t&*%u?$`U10J~!)g56nqr_`X)S?+F)vSrk|;Pm`$^sj9tveGH{b%;
zMVsmG8t{NU7AC>ozeHJ!f2I|T9(TMLglvYuo7%jje#vbQ_<1oA{(-sh)-QYM1XcV;
z!ad8HF#trYcgI1({`V!-BRHEGqJCpQI^5{^6hjpzc~B;RBkamkNEgbhB8LIfhSvH#
z`o<GUID5$v8gpMqnF3JNCbIfVa~-ha93uCDr8SSGoAHyo*_NnUv{dtx8>!(AHAx%L
zk#8keI4*j!NeR7l)caNBS_1qGm|uaxa^v{l*3Eay{j63*>lXgg4|m=1EY2@L4xgyU
z*4%)Tgz^aHDgRNX(EDKLDadk|6xh8Ly^v-8EjY@Cwmmf4wB0#Jer&Eldt06IsS|As
zu$?8j;E^#&Q3bi@`|47_CPHRtt~(b@Fa#ro?qccPTpnThagOkcW9*WF0L~~!4ZW-6
zz^Y?eNX|X}6sIXguRX%Nn}?U1Pzdo=G&truFnhHqDgNlwQU)^TH;b<86)_q{FE3bL
zxugJPdb~po)l;u&rkhr;YsLr5vFr%MNcHav+w0i5Eb~MpxdPxPieHsv;?3ICJVB}p
zFI3_L<Zwp31bykx2cYmQ-d{Kk0!y+b{|<7=tDBC-w-MyP{p)vx4$sFq+9Zk4XFWK^
z2H{V_$pwkUXUqIv<Rlr5-sTIPGyb;uU)A0Sh_2n|#2lumb(e<Q5mpuIjt$sdR=|Y5
z7_gM<tcjKyfOu}qY-FcbZ1;u*rbr5h37XiM#L-QqAZumHVX{?3J*{A@oT#3!<(H^Y
z75c7<{am}5>ErSfZuPsnw<F2?PE0~EpI@q%X!=|tm1|$IT(1wYfjy@Zpk$?p06I>f
z#Vrrn0-kBiLxZBfbr#WqX0Tf#u?Aw@_ZjKuJse^yX?I<`k`AC?Q_2&nD;IPZXyQoq
z#XVfVzi5nq?!D9u=K1Rp^h<bPSzIS+Rj|Z92F8H|6xo*Sbf1BLPE%0lF#B{O>j+l>
z49uysn8@?V@?Jrp0Frpf9B4&O5CT}NJNql+ZdAiX+cw~!e2e_d{gmCm=gQ!Ajew9$
z*sGZ=2XPnxsQ+K6*bxMEN0M_E?Mo#cFmUwbnXabwtC0P#bbjR<_FQuIZdE{6G>A~(
zt1RCU&jm!qZ!7*zQg-M%9&>$~W&H@jYz5=*<N4z<J&18HF))o!u}#sK-U4G{%6!ZC
z7kbBc=JRzQ>3Q1BBp%zW{D6BCXREceW)4awzegCAEpS9~(=j(88C0!<JnskwlS!+A
zPcTkjNRhWl=++<jCIANq`h&87f7spWt=@3~%NxmObhqUPdSLN$;a>$@ERL`#1p163
zjS4_@#QH>MFY{`HUbv7L*W*73SRb6rG64Vqskr?%uV?&U^6mohAk6kZ{iVNkFah&4
zztZ2VjofXA%CwsY=|b_~Lmu>TafhZ^=M=8F$?-}Dme3!=%gnv38qQ8@_M8-T&4Rwj
zdB5yAjHfC7jUpei_5Y%8*O?KD{9PV(#6!jk?3&G?Ur)8XBkp4=sW5mvd)(RW*4_ZF
z?$k*BPYR1vPD%<i4}l-w$U+UsR}~IRxLM<uomEO$O)x<A2Dd;i-g%6q*&3x7d_lU+
zEroPK%pj}O7$yT&(OrwZb+_dcJW6C%!`lVFZ+e2Y0siHVBA(ewlec^i2JQyJ2>ASe
zdCptAaH4*qjVGPy&sq0jR90ljvYH7zOS8#Yl2zH$O+dF5xnV?XBj&R7Klkv^3eNSq
zt$Aj>e6~n23v}BhK)3B}xRzH&lP>o$*%gmtdW8<G{EI-kD_5B(wM7!7NY^in+JRx?
z9Cz&Clp!Ns;<q9^f&(VXyZd7AwT0e0&#lYeetj<X13~B@#QEEptshRPmlo6<X2#LX
z$4FJ!Axo>%bkIdbq?XKL2g)40Y`rfzk`i0x_gpkVV2*YFaIu7VSoV9DLV-S3y*N<4
zHrKE2LrZLy?eEaK*sQ=L>aW;DZ%}clq7yhMsoqE?ZoiQvGELj=$9{uDjVjvtk_s(&
z_u*mDJ+=C<)&0mJ%^`mqbF?WPsx``QRbG3+zwAEh(Dr`W^P(_eLI(2<b|2ZJm$sM0
z4oA!eM6m7o5)A}QFF?jk<YN~^kPMqmmYjyE%WA+!Gl7-D>km~R1u%?%SAAHSH(c3E
z9y)KxPKGB$c*wg~QjG~tO^LtXkcTZx&~^c8BFYzbQz6=U5-yioLR;d-b0sr5H?Gh_
z_zM!IO!}Z|<CyomuS%#^MvZv+bfQ&|kb){VRof!3NELQNur6a<<@$mXaizJ<@Qk>n
ztEBse1<Xr+Q^X0Yq!)N)pC<b+?=v$gtnLzU7@TY;k!DavK84p`I^;5st@|_r#EbX9
zhaFWLfDj*U*CT|vUuQWnvb+9xRVA+wZ8=}Zs>6chck#EoIC}!8HIxOzf5UvowWq5@
z{gA(Ve}jl^Ju<{gJc2F+_P+h-SjSU~bSfA2J;oFX;-+%J#<od;T$IB9rr*DE|A)`X
zRoC=su|c25H+rX@AP7K~<3=D&UM_9P_^6UFMzVh2(UVelEG91qN+z$=kSmR)XEquc
z8y?6`MW8SlO7GILgQ~owEu5$*w=eQOFL=tqVNjJn{~pqo^l(bxb|Vm55-BL>bw%+|
zz5m$dOL^Np|FgZ<YhP*F<ByN!o>)ICd)comi2B(TGNUPY-hByw=mJdg{OnEIJr<js
zzH{d3WTU<GSl5)B72GYz9`lFzFFe;|(?f9?N%J`EKdaCf>VK5jTgCmM^Q)lb&E>E6
z>9<}h0YeD$QXInUl+aWz&LGns@i_d-<v+Z%%#Kv;kP==3)RgaWl)^y*5G5`PqIKM}
zZw#1|o_46rxw>tUu1CTs>>TjqV1%C?s<RaQv0u<7%9L(NzSIZHOav#DKGH~xM`3{V
zN!X>Rbc)LF)j)=#@A#H$dg{8blRk^vZ)$~~KTg~pHAQ2Zce#Im+c`Q}#}FGTlw9$F
z-kIuL5<SO$_Qs4hu{R6b#UIS5n;!dxYx2B)%jEkh$t0}zY^6V8MFQ}9m_-R6E8(cW
z?l_1sbksyB!oCVkm>8UI`9b}xUysLP9Fammpc#M9t}+T=dl(t>kd-ZCCqdXR4?y3m
zg_$*n(Blh$nTGHS4WorxD*}NNS}o@WU{ztrzP;_BG941>DncN=l|Db_il<p){F@e`
z3G?w&b8#jVi8>2}gCOG=@2&BsVA5D&BxF8DzMK(}Xau!Kzmw6i_~nW@2g=+;zbf(l
z)<wq47C5hlKOYIP*+dxfz7yN37D}~}%7_>e7Nd2x8+`pLzr`;uasfvI<)eH};jw#r
zxEi?wO?Gnk8INbyz6B9pB9>IcsYXh(z^;LyWkc9d{J!+%gV4?CFW33X@T8juDY4+W
zv{Z=aXuN@I1XA()FP|G;hP^Tl$Hd0BRgII>eM-3vRv1DfgsxFXU{nhKAf{}YiAV1r
zJ$nN9fDvlsHpSg3=q#6}zbbFJR)d|mOY-cO&rhApD|g<y9kpDp>9u1NWppeVx38X1
z1!37h>q)mp)3IKciT|Fks@1pa!T+!+>aJaW4~zi}>j6E#>k-X^b-&(I4y-5Hz;1N3
z6zl7rl*Hg`@oyg0Dh!#9#8;9G%U=+j^&Th{ac?rz_Lw5jrRj2RE$$`TESzbQ6N9Rd
z_?%8N-qJ*z&ZJt_E0;Vp{wnXosAx=|!%yj;gUa#?b|OrAZQ6{jza|i0^6br0tXiwA
zZ&s-#USBGc$BZnA#5$_N>6V;|%y_A0^n0q!GAHtCTyRwA>TEERvz~7GV*fnGbzvA~
z&4=K-PtU0f7&?Rc;q5oREkX_$^8c6UCooQ-?h?FQh|&8jE%CD`P;<J!2pyVb7p9@_
znrrs37Wz_To6VE|rNYyyXabiR*tuJq4jyG&A`UByAm!u8iv}hpxHgAD&0r_3Vx4pU
zhp`XWD<IWzU8n)fZOw1O_n+$)><3vZh7#EQSR0wewtS30Na`|Oq8tseH_=crR>_Om
z_>x;4CE%*Ti2Q3yk6|m2VJe45xnQa$KguKZ`|ZTOnHq?x3!{4jBP%peG6b=uti-H6
z)+8+wqJDanVAT{()`+^7fu<4$&uRN9;wEa6gCeJG*Ypc;INxiNzetYjPGsB$wpFI4
zt)`>3A75WwxO;^z388MH+~tdDC^PFw6-^gXcqri~Zqu8rMT)+yJVQZ6(`QyM>4QgX
z!oa>HG=HjNNu}9>%^OC@-pRxgGNfY@SF^Wypl|Xtf|wxZa~oSe8A1Mu+1cTuj%T;k
zRHusVEN)vq<ul1kK1JKMJ8tslPJL8C*1xI(?lKK)N#AY#YV~|gqyR{Cx^JzQntz@3
zD-m#D!DaUeNN!P(oFLc9(=5@VN&K{krm0nuogzNOS(cZ^^f9)POpE0t>5p;I`sw^4
zIF6DN64295Rj5E1t^S1m6|;+#ABpXUTn6=mU>9+=Y)f2@^mS>ylU03=wt}7mH-zw@
ztiIb$5YkNp_Css*`p@JVE#9lcqnKt#`txBtP_hlB3{d2a(<yaqYJf+sEHqPRvpiw7
z=058tRG&y2n>Jdg$66>YZ8`jPXuZ8Mur80U7OWg^_80+W_L4N}#x1}iKU+OBB(voW
zOVGh2C!DgJv$ONrlUdOIKrBb*@VNq>s&!9}#xX4XXtuJ8LmQF+A5IavsP$@J9ThYo
ze@P$8e8Ey&lL;yN`zh#F{!NbIam&{G!!t8ZnEp>$p-Mic=LkE-{VjAf|Gh+qFNt)C
zc)MlHtLO->?b1A;O`+a^`N2*mNrn@Pmg_<4He=SyB3<DKK{HT6Q-M_NWHquzm|OX$
z3Eep<N%Z9IIa*4v>Yk<`-&+T3ncU>Bzvjkwm^mVtXbR{T=^LiM7RqrUaR!XPcsKbo
zpf@3nlR@XafbFLZaO?DaSKWV7Qg-%<BJoJX)XNAupCM8ucF`=I>iv|KxkCa`$&Rkk
zN<I2=gsOx#LT;nqtU6j8#75aG)tjA%gWvoYAFbSFbSO(PYz+1bjg!LpI3f^G9G*u*
z0XH*|_sf~_=@VY8VIJh4Jp#B6Lj6ZTDcyx7ObQKu`pxLw&gWIC&Xf&cHr%+A75d>2
z-9sen1!SKi%(V)Eu_5~yMflI71a5K;sXc#K&jC5NUK@bspg_4www@(*4%?enV0a$X
z=&(J$>q}_X6Nl6g8AnmbMz#i)%o)j^W1=WL{GP8b?>__HC?D_?-i8pLW#%B-_`G3h
zl23ecpwV_c1vzRROg&vS)WR1Ciao>(yjgTv4uAN(FF63Heh%kT8VG_#7!eek-54a?
zH7Ugoe*?&F$-wU8bdk<s=9A2|dP1Ku(Vmm(7*6%f4s_^JG8w<i;S-951xu$Oy%d(u
zVR)WfR2>_3g?mk##vs_98TU13RZVm2{(WqdrdP=jbL&{|ScN?2Y6BG>sK_>JQCh()
zgEwc}@0i&arb6+YP0zcVOubG_$et}ZCC{<d$a9dIXgsqr;XyaD_>m-(w<yyCk-p9L
z$l6a?P=4pV)7%lBq?!4AsrEDhf=76C^rwWFYQkFP(*Nc-<|Ui1-*C$J;HQKw#ev3B
zs}_mrN0mf0WF(`B^?kP~d=6iihSCI+mD=}xW90eKoX2F@!0LWWtYm3NmVwumnLWZw
z_`%#@^bE<dlg<h5LVRnY6jGv#MS#76!>oJP@}*(z>A}KNJQn(|d7w&*MksyJx!0x0
zEH&eULXL`3LM`t>&i{SwQ7%35H)BPFuvspsN&g7~CNG>bDXNWLcjcI}e}&`zY}7!z
z6w5cv9-ZDSEGaZ<TZS;!oUupLQ{%a^S6>SZ-`$EteCVuw!Z-%ps<fT`d`UP(d5vJ6
z9iG6b{C5Anu-`X=abs1!qsIx!dK!i9u(ZsqNZFzNCFLK-Ri2E3PBzMjU%c!rWR;rB
z&$lkK3x=fkL2OqBv7O6nF}sVW`y-7b^Tt<<m0Q|44&5W=lGSYGpEf%p8tBru!yFBd
z4^?wFzpYtu>+t2o?xwTJ+I*3-Kb+R3z)JMa@$9omwnVD>-T7MF_5B3WSgq=SUVYRP
z@h3v>tf!;--<X;7*egOL+X@$Jh8DO8)(0&%loo%>%hukjbp;KiTty3F3IExEVv5i7
z+U$W}(R3j`Z3cWI%XEW%%&?`xl#{v=98Fe0Uj07J5W&XJ$oaGJ=Y{Tp*Td$(G~~?}
z_U8T)G?UX;vFKh_WuL|O2_|Sos@ZKRCW+PT@M^ORx^cQta=V+BE5<T-wpdNZ$mxvo
z&?S3}cxFgM?-HgW@?Gu4Zs$8Pcor&{gh+mW<w!O6%N8MTu0X~#=|lo-{6><D5SmW8
zs!v@3fsN?bY8rY-G>VH5mzSNZS7#FnUA`1gjT2~HR26$*UtHhsN(eEJ6MK`%K@9t5
zaM^c^F-uN%k1WlQq#Bd+oNkJnCANgO@>r>G1$!OWnII>3BgtovcyiNkBs<0*&B;hK
zN<HHnQ~q_p&`i7c8zQo*^da0|^0c;7EX1eNNG{0A%qzE(la3u^;KM*ix#Z*bO<8E5
z<8)QE#J}<p=csFZ$Ycvatrr!P$kV3ym+N5N=n=(n(cE<qPDmrhXE~l0XW`gK<!aJf
z9Zr>!y)Z7t*k|HUA+TVYShK#<9xnR2qpUJ1*R>+y9X!qKbF7i<DcP;xXhIDlY+ae_
z>Y~(FTh^q;ZG^)4Q_ZE=mOVwUw}u?_`ACH+z8Kk~et#wE`dN!5l}xJR2y??++3MA1
z)R2iA&enxP8(~kb=x6=yNC@ZK^VLAvCzD%C(fx%*Z%<&E9cZNUwV(oq7n$@{FOsQH
zPfKu6P;>&{QwtT#sspM63)h5)YMeYZ8#hkq+fCI4AyVrZA<>eoGpQ^c1iE*{&Z)P#
zD&RAi1bv`~&^YzqX1$$bZO9Iu!-GsK<2u#KlJHb!9Sm)2Ne6tgeu3`N8<HHJtSP<U
zWmc`6dR|T{^hR>4`sRs-_@w*1^YYEmV1NChfhzlO;AfV>dE2%{{tzJX$~Xsoq8PK@
z7Z~fwgK$ki(B1tC7kPcv2Kk+%sC|W}4RzDuQjiqpB)|C(;YE-y+J$Nx9~Y{#zHEB_
zLb6icw|?P1HmhltiG;Ttw)kQCJ81)eA0FY>?Jb-{`9_%e6Hx=an2{zy6sv?%bMvAV
zi;OG&LSdw9bK_6bdnf7^vY^r+_{2{%?|HZfZ1T7~8N~5j19#^F%Z|Qc;731s>})dJ
zn&nuH{AcV1^9kRu=BeYI90gv9bNF@ds5Z^skjC*t$^zD~_||KonhY&mYiRPK7|wu4
zOEKO4)(^Roo$2}W7qrY4N@ZBC)J%d3mNQj1Rx4FnKY?H%kBlaMSjK11fX})D<affO
zNCOqFdu5QOa&?^u0{H%r(bk*Lmo0I}DOV@!y=`aXvV=E1Rr7CxOXuM%&aL0Mb&%Tb
z1@v5FcUBMojFR25Q=!lG1nu`l8SR=6KI-p0SD$CWEci@93*Xd^+oCtzOga8|;<`(W
z@?kD>Jy>{D=!V7S^dnGC6LQ^k8wx@=BTSbBN!{R;z&~naYl?tVSTugD&XG@aufH=}
zN{k0<GZbeg5Kjew=ePLN)Qc?YopJIbMy|g1v3gM(k*dl5T31#!Lq5-gxdahXfz5p-
z0iM!T<7@S`2-$P}=4&(4R>`}^18atYrmbD#AwJAFBr>_LrXk^RS=!Q;DE8lCNIPY$
z4Yk{hh@8FTdqQG3SrrOrUYZJpD%jQrG~fIz%Tss}v8cYIE|t4q6f%^|({5~mSz+)_
zh-cd$HY9ix+=6qND4+By7;BjhdZsGZt!?F~f|`~c^1Q^lizsV{pAS5WiaLoc*X|`+
z=u2Q&XmEc@a8#)Z3<iq03Lfndo%&2Xaa|w}Ra5`;8qVu^hSAl--SR`vgQPQa$Qmr=
zRT?N>kq;PJ9}cI1R&F$!u<2rj$gf`rxQ#+4@uU_$B95+n%Q3p1rj?rNL5}8+Aj(P-
zi&hA+<bodCSeKC3T$0K%<sbG;#3xSg6Cf2MFpAu*Zz9j4-$%qmh&%M(c3xnOKw2tW
z7N@1OD7AhH8J<^IfpJvSQb4{lrm1$(oBIVMW}}yq21OGYQqCp;$(pOr)dl!MwH`t;
zIXKcIupEu-o1v>CfvNEYr78?sKQE9|pJn4m*XgBeuyfc(y9(R~st0#;2I~qPY9k$V
zqjR6dSxP(8^w2>yqoNa_z`@a+&m<nKducQ>hLpvKt6GV1MCjNtcJXbeASC%mfBNN1
z@I6~J3j6~gNfX03!$qJ%4qj$C4(0Y!Vfh=fjny;@@6Z!_Uz12|K_c`>u#ft<9*wIb
zWN<yIV1Z+dENL$|*pvQ|W5%Q2m*}E}7V~CG(aE4m?2~=He9?5RMrzEU3EjkX?{KUI
zcii>EbK%}i8YtE<1fyAS71@m<`c_2A2kOL|qfQ((IRn3u!q&LCb;N8}sLnlizFl$;
zBK`I@f?fiPt@rUS3^Ia((ym((G4}dzZUoA<L{YA>VSLb)NW*52i5-woK6yMH^Uhx6
zMdC8(5Gbj*6rthV?-@LZF_XU@?9cvtWS-MP6S{p5E3U)2rsbGdKlk4ruXZ(ZEAOCH
zB+#4uGEuL#i&!L1?2SO>MJy=@o)58m&6dY4c-)SVaO0nATcRIQ^|xI5pJ#^}Dk#P=
z+N{dVm{n}SWcT|IetUB%BTiZxy$U38fkH?Bd@$t-{XQrr9(E>tFR+F_&Pmx~h@;Wf
z4y%-6P?d&<W#*rrYz9}|K;LfXpi3*ijisu--J*JP8RvPwlj3~G9Ecgs2X(!YBB1Wi
zhg`@TRQ_7}ZuNNMbeMCjC|6nC`u<edi@VQZYdFdkZ^*gT0KfW!$QMyAFo4t9eA;MA
zPNnIAOvFaNjE-WLJ7o<({XgWC98*cNv~i=aV4f{;hPiTwnCLHfcAn{l4o%Qr0CGZ~
zW1tt9-j3t@n2mxvGOf3P=r*kuI3-c(+yaZf>H%?c<sf=gE18nhKr=c<E}H5<(IC`3
z7-E&r5dDE})ajrGzF%gRG2ggnq)=Qn16MY!Y(uqVmahxJ@c?xdqcoOk^n9?-Blo_(
zf5y(W&jW(8wK#`8zo00_c*c!2M6p<C<u8KfZk>VOhulO<r{$w$i%M0m`pZn?A%se7
z3woaUVo~7T94kjeNaZJtuXO5h`MW1_AwBa(eCLxYc09$dQkpvUEA2jcJ+fPG!w7vo
zH3Q4K(UF7&-=AKDFkPTy#|1-^Jf>19TE7PvX8)ui-yL9{U#F_8c_+C4EKwLVQVsoS
z-{<}M?2o;#2^U0eFzC1480osOC!^x|X@-?NEVNKgF6mVx7>?L+R=ulU9hJmT1zbeA
z^5`K>1#>#u`4?&<KRPWyQ?Z_;B!QEbxlADzEW+b#CZ?uNRIP2TR%zLJ_EDR*BHz;t
z>_mE+-rw`pFNI+|Nu*^yx!{{KkVVYnCX+9Lbfi4z{}_|3^;1BXFD5za&6MGO9!^p}
zAKMUate!LI(2edm=;V#Co02P7A!+r5#!GjrMD8@^YF?0TJcGVF{;K?L`v;<}q9X32
zmx;YD?1Dz<d?#a?3reATNN)N}X<xe)Tyh1J90gmss1kb@%WKf-rdJzJevpVJpP*_l
zJQuOD);3K$l#&<@B6B8GkM1TVEHVP0moq>3>Gmsd%iI7?hMG0Wo(hWETP23>xE;{?
zNtVS)kL5R+|0Qv#no;frGr$yDgT$KKoHc6O*)Lc^+!&8PwxmGaS<&>h=X#zKR`GK>
zt)D(<4tb}DN@-ql6jK_S!A9FvS|=OqSXB6fARqY(LW0Jwcd`dryzJJtu*XBnbHl}u
z&q2}nW*Q|rvg$QDevSO-(fC#Q+e)v}xDT8;uaa>}C%e&WPs@~5F=Vv4`~{29SFvT(
zeFuzOOq}wIKC5?Hlai~JaiT~>w=t?2i5^)9Svcq4Z-N+HKI(|J-9fycv9{7aot>e`
zk;WrqC2w3vBn1B?2iPP%<i+6x+xnXN#^}gqq=S*^hlAxdVU#Lg6k4AqP7MhHr`^ep
z-Kc#LbXL?WQ0ePj{81;K=1y-wd;miuJc%{7;cW%EG=ao|*G!_!n*7)ez-+fNG{9v@
z-fpH{j%TqO$*<ml88b5PS2lh;0vw7Q*n`QWdodhGn~fP{!)!BMLbSO6+!05;?;T9L
z;BN|0;*|#DfwQsW4k)Olks7KG8xt%QVF^=7ps}SYf!NlG^V^uKnXgZ*4vPpIs!OMy
zNlDyDTS`P3+5hcXsb8>9B;Ds>A-7DGrO9WXilA{I>Sen)Ot|`nKIM$~6@Q^&W)gZj
zb5S$U<@H$YVK(vQAU~9Aw@on*WseGqRh#NCI9#dYxrlD@@oUy|^*$dLQ5!XLDfP~8
z3}Y8qxJ}M+^b1+WzdAsPI<UXR<B2T~DXfC(Kb&?Tn2mVkr7zi^_3GL+H^&_TJKB2F
zwbzrD0Z0zA&tB+$_3=zAG`^<9CLOKOyat305fygf-YVz|hF2b+XOy$FPbyRuT?UCD
z45!tjLe=}c=tBfzL>_<sY~xNbj+g1T5Mu?^j<rXv5kE3H-ARH%7A5e*`uU!B4kz=V
zSh(00N#rL4`age%y{2De@Hg|mwkqBSb_eTsJz8G~<dst#2`$@${pLS@l5r-vo9pt^
z*C0vYlUDCbtJE#V6|2hP%-;mxa9xV7PP)qI@2n-HlDyr28kEQ%$9IP)Nw18`l{5$i
z2FRkvRdV_dX<T@x>PC#b-I~XiO<(-;oFUSU21)ruKU(Ie2YEDp2p1g>WBrc-6=`OL
zhU7_`v*H02KDE>)ZaOV0$l+5=`8G*%{45v76gna`0#&~L3Pbz#Dy_m!n=@HpZ7m?u
z=TVk!9!!A9A-V$miI7c>#xng#-pGORwL@~z@ZSumHcnNXABQ7?hd*RUSn#?w2)VSD
zyTVTM6+IT-plB`Tv|N$^v}_Yus66R|ih#O=9VH+A??D-zO`GTxU1VmPxz4GVrmcau
z(Ee*SJphOA;I1ZK^#AD0P-{=quN7{CctzWf?tGrNk4M5}svwPNL?`rpQ4{S>h0iHs
zp}Z)i?zG4|G4iTJxEqH7)igk)D-c6;i~Rwmjll3vl)YgJ1u41n5On*7ph_m)Dl)#_
zJ-qRP_T)Dzm}ikInYQj#KT7oeltH}|DT79bCt)YOI~}XgP|V8I?}uQ}^#igY9X;-r
z`-{M(6pu#Oaj78~HrB|E^#HA_iBY9r)lWb5-`=9=jM{vrsnf#Pi}L4?J+ee|w@k*k
zz<kektC*?2WJXu9H~Z(7G%L=Hwv_lC#ZF;(2xAw>f0yn*475@z8X~eCYy-CkqR+4O
zKNlPVC}YIAz;8*o1;(L4|7Q&$eP^&im}FjLU<o!h2i9y>Uo&yy%)W+_F@*&R&(<()
z|4?F_F}CfJS<s(bX=6TodU|*YJl#N8K;Km@6BT`tn0_g;mxy88j(q=4`RQ-T6{xlt
zJNM?8RHIfhk*u^BihZD}t5jZeaWV3yNHqSG(>178A`w7G9r3%z-5~OLyahMcPIrtr
zD+c26pGDA&S^HT7?950HF~NeqH^v><59?S<lz2G?E77y!wT+NKsYyaCv6b$2p+>C4
zvx(pqMiw2H5f`{jrS&t-+&W1}Dtt;9wLfHiRIdVOnE+B5J#C`N7xt;bv%y+D#cjOG
z?pFyfEV-55rQlqrYkXAKc|W>w`AL^U`0`%88ZWig$lOmvEb&){4MS#5omLZ?GPBQy
z$bgAV_wEprA5pP~qswH{sghYiWUTm@2DZ(!uKxb?K~(1aY$<%(sf^pH)dD$!jMuqk
z;{AG>m4&CBzN_scstTXJJUxF&GO5t#;UzpDEr-ouh4{Bp-0NcLSOd3MPFiHkBJD|d
zm!Ch%ggH531}a}pZ4`S>YoX>r+qC_(WSq|}Xx{U4=FEx2wFouADU=vtJ$?~!-TMxV
zHhmwMWD00sCZ@YO=+*jsiw3Rdz!W>^`LRz8H%HN@#Q|9EgWrd?YIt>AX1Nxv$zGH-
zODnXHsuuVw{x_}}Pgl0bJBZGFl@I8g?lea#Bl={~tiTG9pR%PD@E~iz2&aM?PTG;M
zyGqrTV&vxS&B~EKR*>OZsl9Q+%TY!~=J<f&InEKIgr6aMe*H$RlZvTX6*hG>dN4ip
z;w6VUbBA5e=p<8To#WfS4<I$4p1HVo$}CWiF8KgKpR_4qsQ>Ul>ssJak9^qasQ4qg
z9L!0Vz_U{PKc7`FHB{l7TY%L0-JO9NdXBPKKl(2@>5-(!{N7#KGC`(idJONgRZhbO
zDB@6@(UoLi<y|Y{gHo)jG&r*p7y8DX6Shs5=(Nnw#MMjBYZdPHH2W#J!Ir<THIos8
z+EG#bEV0<OwQ-}hdWhP?xR0k<lALrZv2qxtqVB)<W|JB>0|7Z^ew69G*06gb8iZB=
zjr|+t>_;bUsZvCao*JiE%W+J0p~6T!sK)wL@C$00D$w1DyYznE_I86FnlTn45rm_A
zmuFS^xG+{xOv%P)as-c%pjag;Im&=e3Bu%>!Jtm@tldIfBL3+#?)UdM4xe`v2Vl4F
z2t}s~4Sw_67g*TY^vcOq2eZ^>nkZARN#>6?d^+AA!8}=tS6W>cLcQA&Xgwy#R~xmc
z$$rNene+r=d~>I-G^xiE^~5a`yBHE(?p-sK__Ed;mrgw*XsF(X@9qb`8-yFQyPUCa
zNbtKfNV24gK4BV3^j48DtDQ**GNGj@C^KItiJeEM3HM1VEp&&NXz<Bq-RB~J@lW>%
z2IE_72ByDb_Gh(2==-{T0!xz&9Lr`K#MG-FUzr4%(p6X~FXk;XOY@k1sZQ?gqu||1
z*+GKX7$`YchrObpX{*}Pb7spf8Y|8P&kX-h#PjkXJkc$#9*lyj>=^{QR%d?G7XAsb
z!dQ}Wx<WK(rjX>C>WjjlPX{8=RRMfzF)~&+Ih*V^<9aHBqDD$_F^k7DbcNX~8|o(>
ziarW0VpDB3py|}?RYjLbskrrTB))~BZNCXxfI2wRTW?D&Ca@f@r?@>uJ3(iZ*)1Nm
znR?zwA)~=L)#o%v8r|_u<)UtYLKx9-Ur<r3itOjh_+BKHh~`1eYhzIj`9(Xidh%DU
z^{S~#t|0J4PYSywm6)s8KQPD?QN|CAwjLc?@aSgO&t>`>Tc3|<yA#81`|+fZ4LRrZ
zae7fUWt{R6aWqrgD(<svD-}7TM@m9W^l?Ubqa*4k?4F6Pv*GwtMT65Ed)M(7M>Gyw
zvb&R!#)v*^)PHZS-Cjxa5{N2-;ozo(=}t7I&xwdiGv$^q9Y6x{sSBDP)Aj!-)I`g2
zBq&vjC@L2TOjZ9$5LEDqOegSMn0dmQ>4-v3KcY{3OQ#mKz<see4s?p1mlf(+8cUCq
zDJ1DZcblYS6FsjO#jVo{n`otS{W;V$t*r;bnd#|DM+!_{s@}=o2-27el~a6_evTT;
z^Y=7-zqI?Ve-6^Tv^P;#FK9#tI|{f8F=@2~oS)42xfhGNlZoL}HV?`q#BlU(Zey1g
zY^<8WGcrw|`HYb8{5}K^a^H)QFCe*cjy#9!fS;9a)i_ds)!WT_9M<(YyH|)+mjD-h
zYWJ{k#-OyWsTM)2{sQVo06skfm>U#yzgV@%rveVY#$}LmwncFkbeHxXgDQuy_B#G7
zChBUOpDTx0G^63)aaiDIE_b1VepUdZXIz@;g&B>Hlx4INL@X*=xfRLizq1jjZgw<T
z<3Ivr|LK%|0QY;&H3#<#KYYtgJq9J6EU)6+`}ZJjY~E$}?>%+xyKQ03)Av?e2#or~
zyL0ks_<{?HGNJCws)e@0Q}rABH7ik9foh37IWLLO0M1r$QO8*&<S`Z#)AvF1T;e?g
zY8t5PouMp;XvV_RV_4^PA);my1lR}{T96<K-I~QPp}0|e^xuct7b`O5g2R)B?Pr^>
z9WF2+1<@bXq;VPUDNs#W2;a<8E`9iA@v`-NTIZ<k;r@NPXPx_{4e&0KIp~gZ3;7C6
z;=veYa|EDf_h(N=ULRR6G}vvmxCnaRsaZk}2SlpY=6=TZ2NuKqnTUgDO#5`0gum<S
zqGbo!dafSb+w_Z6c6HZayuSWjHRD<^rQT!s+`zw)Dp%dLafSvIT86I@XH53pzUYPL
z_Sz)LG7H(l((zmYgrrhh=2%YFXQfg&dnQ{sPZ|enh{LkkZq}-_GQB2@9m>Erq47b3
z(eaL)!+TWkQAg_qdaj5z2~qG47&4`5>k)0Hhc2>=mUIjycK3!kG1G@8PMnSQlv&|&
z80<teZ4e+1JpQX>8r*9*)jYU3m~Xq@Ef#p5qY4Hq;-LN$xZQM5cSR%VW0IDr9+u;&
z^)>CWW=$9YIkS4)VSKWtou{%{yfR4Bpk7J9)DbJu)^#S9U!&k)jv1jpq)r%|87;J1
zMkalGCUxVx#>eXRN1-Z}(e5J!Pe9h8lokq3YNtFaAE_uM&)-kUP-%Lz1TfjC)v7iJ
zihxb9B$yR#9NqrsWE~(O?Jj=3H*gr{QV_b@0LG)c{0eCTjYeI81bU82K!X8zyBqxN
z<3J3nU2A#1J2g0;6spuGFcwM$eI-`*=a}<RWgCxTMY8o?_@GbxQGjU=Zh_}nfVks5
ztx#dKV@C(7x9gO!Wf7RNZl;voYGNg}ZI?05`1bpa8jwrn>Xx}+AW1q?djDaNxH4o*
z&r#mp(VI!{iZkB8ist1~M5d28Wd3snhcssMYw9HpG|s!K|0z0rBIVyG^jz!l=IhVL
zE8>`Zi2KClhl>z*$fJ4TRe#*Rpv~5s!^fxA*WidfErpfsDKOZaxE92@^f#O*z=I#d
z8YS#<la>RX8hrw6VN_6QB1lkr{^!~#T23(=M7L_Swn~0*0n%?=^?nh7{4INvET;Ub
zzSbwQD{I#MT2gY5Z?!CulS6?_4~>>t{$pX@2a4*KP;BZOCwDs*^N~IQT^we4@*;1$
zWqpqKtyQC3eEg!6H2+=-!^fpmcKdq(RYaI{OZU9E`oYus2=r={u7IpOXc}-%^T2vJ
zVI+VeAHrIegY~WFrQi)J8NpoF0CCLa?C0Bc?iZSFXFHFAz~;dc3kd-d3}uPQyYdBy
z^^-3=euFb-3eMcC{akl9$b9G=$XoYfUOsl|2pI^Aa*i(fvl~|Aqf!YvGLTe=Azgt$
z-o28FK_rPG)X7)FlpMS)h*tX#D}y||zJvqfMfCm<=d>&YsyLhhN|No3NUIkUHZn}P
zbxY?PXbUB+;{(|nO)6&Fty!2I1)?`7D1&A@oxa%&z@_Ns43EPgDnEfVmNJs;pFS>L
z_@z?8He~tk#h(jch6DlJ3F4H?XxE_vpLsx~N0jf>14Zy9miHfo{diq_G@_s<M81pa
zrP@Cax6{2bi@X6-%>fmUw<{kI((~9Onj&4lBvK`ghOHSphf|li(a_<prD_=j^y%Kg
zQkr!%{is6l5?dsy`)glLktDF<_1MzumEuX&PGQn9oAS`YJAEAxNAEd(!ECA!lky!u
z-#{&_oLl~}goZx%`Aav+J`agBBYQ<(k?()wcY+zp73vM}!GjIvK|TIGx+n4qHZOj1
z3z&B`O=Pb=VDBeb`$4pRPL}Dt-Z$P!TZDONo3y9fI>I_7q%Rs);GO#*)TZQ-l2KQ^
zfvuBO8sivmh)3S!OG}gMpr_@kJoIgwnF<}zyGhWUMP1F)>p2Ct=#{eml?~|wT9HI!
zoa%s@8xOZa?1O14ZZtlGkhxUJ?=)x8Ur5qgRnVe^{us27qz4W0pFL~dNhAk~KBfHc
zq+yhiB!6GS*0h39HuwO6#%O!{iFU)M%qfbkDa8pOQ5~BE%;$ZvDw3@sV7};60|B73
zTkKD;R#ymFm3oEcWoYZnSf)68%loaN#MU24#_pnR;QiDZ_n<HQ6!5;k1yX9c1h&-<
zA=zN_<wd9jLnK=L_m)_CT4vFVx@C<1keC?$kRu)gA*G;y<2DyEUJRFjQShIitn~n7
zb<d5jhTIj)fZcNuxb&bnW{ow~o`+c=A6c8=xc{CU>>=NLYRnL631N!W=qPZeip%nF
zR4JgXM@eLCqvB&_-sp!+A`PAqt9EQ^J~TLEy-Rv!ak2mF@iUfoVTESK&sN9FuR7c{
zS6{%EbfyiaK_wph@?Rz~!Y&!*>e2Wm%Nsa0b~O{%&mDOlxqry*=L60QzWQxmp7uay
zO>*cXc+!nq8QO6*p&(3Fnh|Rg&B6i}d=M<+;|U%$lYL&LkIql`Y65>uL$l>_>)qYu
z^73iF7OPw97mS5uT4tYA?Nw|h(}-x&5t&l~5W#Iq@)j5*^<*;Qa+C*(?!O=0zyRzG
zJh#F0Y3*TLK+5d8%*#Ig4)NGEL**P4-MvT2Sb}F`V|!L88(O&g(knj{%TQ@!Yvg#M
z+NvgOcJ_n0Zq>9?7Y0TlC5VE=l~JBbwMOQ)_v0mPH>?;Z2xr+5LLod^fQj>2<#>9<
z+hX`uGwJQY3)85c`Z|A9c(b5?A6JJDN~T_*qfEKFd^O_IoO{2;(<aK?>Nyrt%iQ*G
zcVzO1%#Va{w70bUL#Hs}E2o{YN7tZ>w;>lD@KiW(?T5}Kmti~H8L!O(Z++pG=5ZII
zK7hXWei2xD%)-DA)b*4TdD~*tLrNUcv~MG~3j|nST}~@w%!&JKY#7C^ZExT**%1&M
z#hwPwH9S`D1M;ch0qi-I+TW2WyWTb1pKlHQW%Zf~GzZWC`<!cgg5j+;9sF5TdoMyY
zVh|R^x8#VlmaD++vOffM!I`E#wF=G3jf}3jm_IpQa64At(d<u}jFqqAI$GjcxFO%0
zsXbKOXd8dzxg84=r4KXydE@(#tJdm=fAl52v-(fcckKU4lpMdk0vQsZZLX{)+#Ryw
zBOHBbIjEa2z~?*`y)nwvXmLAdOKWpGw_HHG0q|iQ>*ZwH2+2eMw$0ue66WB|=@6`e
zFN`HX_yz6Raw8a@TggZ|lSJoBaOPBqWSbUdRhZ?9W`KO3M3Nn|Uc^(!lu@9I^Y|a^
zy>(PoZ}%@scQ=BRASo#+B}jJ&NOyNi3xY@^AsvF0bP3WaA=0UIBOQWBooBQ0J@4=R
zo-@Wd_uMh=IOF;kti9J>Ydz1JJwJ2K%X_8+J`{udvhu3~$(imJqoJC*1XV&FpR9v{
zPhKA|sOR_2z8)tGi<*>{`nozTo?JEYacrDg{!Nymzf^wf3m=-IS+Kg&CAzm;BL7js
z^H;qbsBq7q7XI721XKVcXX1sFbOvd+?T`tXNTE%}Yu{f|SLVLd8A>vrB_(U5kP0RO
z6V<jEx3l}O-#rEuKmxxOURK~?aUL~QkZ0ro=?3#T=4>siGmNkd>xL{5O(_(r$pqAj
z85grEhs}Q>2SlYenA2^f3pihV{l*tWSj8=j9U{t6YhCEyc~oR()kh9sgIFHD7h{i7
zEGK*ygZ!C)V_Mmn(o(8{XzgH-zd@D<n_+Oay#K>Z{Ux7_(FD;Cn3IUKPlII+^P}2}
zBbl7GIDBJQ2Wzf^o9a=M%eGw<q7-p@P;M+WE?FJrbp}qQEmh;gh*}S?SarbIO(pEc
zLlm|xZd(&W9P{v18_|M?Jvt6e32$p`L33JlLw9%Tqt*ve{T>Fh<Ydw;y%cOSxrEXh
zuhWi70qRk?XFmRQHjYLCHxmf@aa4V(_+U5(xEWV1sNceaXEL4v*mV;t{6i+?TVH_d
zV<Uy{K;DkVeNc)v$)7M5KwEOr_h1GRv`cZE7I`Q7BQjpS?VS?;cuRRcz%n?G^g5xz
z$>2cjbPk!1KMp{^B54<$CyKb)X+|~*49$4B$Vy#{O4QHanO;So>BA|sP3Yn*x>iw)
znZj-yJ?tk~jCSvAZfZLMm<T!;$t~#dI#s)()^B$!EzOL0HH=aH<NdXrLH1e)hPQCh
z_vr&#<`2Z~jwTA|4Hc^Ie*?F}eckzM=wZy+qm+o2?aV258im*drtL&4|Ce+4$x?Ny
zV^iKSLtpXvHnheI6}x0(y8CTc-uEAzJ!P7G#7uFWJps%)?)CR^_XrVUq2^qy?f5dj
z#F`a18T$!HDh+->AV|+3djuK}7NIs|0)#lO6nO>c_}>EZ1XHsh%^ABOQ@QQgfyvtn
z*FN}mh7i0F_ON~rl8g5AS&dCQH-_;S7wNO{>aq;)7?5Khqacdq8F$dm5HJX=f1tA9
z&9xkK<=qV=Y{)5x;hPdJyyJQpTj~#R%j<r|nyyIT4Y_{_lDiJIyU1OS0}(H4c5<vR
zXZmmIe5F{dLi68xHtv&_#fgK&pE*FQWtDRl8%VA({}zmUiI2c3*$N3MMyL_9P=)os
z>@eZGTTJ%ln^w9BtjiRnmAfA>-!$;u%j%ZUst>b-N;LgHlUkHp0I>Mti#PrsS4u&g
z_Z0}Z#F%&Sa44=%^%qP>LPEFzS*u}f++|Cbo+|c=66cDR7&m^VclndN<JQC93VOs^
zt7aSGnhY}kZn&;~lw4-xXEP`BI1m{Esfpzp#8^USDhs9da5uIX;v!qxgzUID5fC<A
z8MY@qHY3N)4>Y#d<zXJPp1?m=oIcdP4y4cn2@11J8)w%*QAwx)r1C9LK<bUBs~4p4
zv6}$^BWu6{ehI#8M`x?vp6dExZ7HzVcvNQvCP0*v`(GT`ep-F2W7yW=Iu#4CdPsoP
za{{k9KWs<HgJT#AsVxw0Qr!^)?v@+Uc&D(6JC|Tzce#s<tfzM3?`l<7Debp9mmTyV
zr#v&bEjxfCzNRqp<wE1YLit&&tPHNRU33GQG$PH+0DfN0&eL_JBCa1|t#w1v2`aL{
z1T0$_m5)-u=^=-5{h(gKYZ6ez?cq>v-?%?Uw%csb;+KStopVlJ04f~Gu;awqALx86
z7m0s~C1BYCrds?#`}U7aH+oiW#^taA*(Mo#_P8ijs0oj(jzcD#Rw~wI-+J#ec`9L<
z&Qr;!^1M$~<?UpAWUKs0lLrspm;Q1DWcAH)re)wM84A0M#?sE%9X9^)u4|H_IB_Pr
z_{WoJo%>1&1OgVsWS+V+RuRTyaggzby!JD%o#=gJcBZS4kE9PK7Ur$G{NYw%5Mdv;
zhTrJtx&0p;OCp4yd!3M(n=Dx|i6Y<6&VvEd7d@I6;zertQF%u-?Ef8dn;)({Zd@aC
zr?)%hNJ9-+EV#~~Z?Cbn0x)l~K=%CmVXqVLi(n#XkKm7Sc$0iIzpgiw293z?F%=@W
z$}oL&__fc<%*5`htcf7`oQZmsH+NX`!<MOMosCApD|HV^(0G5Z5<sZ1QyXR9=Jg*m
zmTvEpaEhE{yAX6YZ;+QDID<_f&EM9xMs6zV6^RH#+L{m@c6T?Cs9Np0khD#~ei}%-
z>1lga7N@pqrhXl`Yn>7qbJiz3yRv~0umUAPL5n$|mS0QgN3cqr<Il2Dv1S;5Q5W!0
zTs*<j3Pxh?H*w6ktF;MgczqmQn02(;(0BkCb#1Bx7Ec~BHgzV2SfWSJ5VFRX!wz@g
z={*~kj+h~^guMKs`8l^>cb&GdLHY!PM@4$ML9q#~8C3M1udWIKLZN{5_+9eA+X1sG
zV}3`xzWxST8BlO?)|du>|3N*1Z&7{$4B))y`dthxrB6A%Q*wip-l!jsJ`cHb#2<CX
z1R2}UAkZ0;mF&b6BV?El6bLeia&JZwq(3Mrdm>Dy(IQMkRm_v+yLpCwEN~>Y#{5e+
zP8^68F{oG>c^h~HGM~WOHaqkwV#4S#;ZekplVX{ug{`QCJE{cPW_G|`?(ks#qNFT-
zjD>L*g_w;l%KLSB+-+Cyu!}9*Iy4jpUN=|^7n3MVy1x12Vc$a5;>g$rUo-o`JP;K1
z<ga1o3w^{X;&S$p@r!Wx$;F{4sNcxjxG!Bp9cJpa9dFj)_F=a8iP^nJ9$#e}Tc-P{
zi<3%9^#y*ic^Xwk08m-z{gC@8reQbanQTsU{Tv~vA3jryvrKYW!Ps_NRgKEQTNdDG
zEI~?hwwiN}p2<Jy!A94H93Ab_-Mis(FPMBlNUohitzrz<G(u_W%?B>)Wk*HJ2>_<L
zN=wj4>{l}Q=yo_VJHaFK2TCjjIx1xwkNUjzEp<=yE#*;dmt`O?S$j)sf#*M-=%CgW
zBy@ih-K;1E;V0XKDMffyZ<;4RGhic_8;W9ZTqTADdV~vDbb^Mfb_?rIhQ+fL)p=rO
z-iI;^hBl{|auW^=q+m#WE99OFQG3k6`$Pqwd91G?{w*E94W)Y2lxl(h25mA|=6qG-
zNaZtA3J)!Ly~E+4u17m|Z*E{B;lgSeF%y!Klk|P|ucXeB-23EX<$y?!JY`G<vz+HH
zz{D4v<ZiZ}x)O}q7mM>&xxNc4&k<lBQ<2{ICilP4>&xJRjN1F99>JqIV`c?6*qGuW
zM2S)QL~#KAtQ%r*Z_^+J@>>OnJteP`33U;Vfs3PX5%PuwHQQw(KS_Z3bi!vgw^?-E
zjUudNvp1%DM9ItK0ZG*+yR?1qc)Vsc&<G3-FM&QMbU4PFkcE8L>$ljDH`v9%c|G*v
z1ud_ytcn@HEUfU?keTEchz5q;3#C~Rc*oYVsgz#tn=Gv2rEZ&dQhhP5ay=x&Y{s4H
zlQu(`3U3N*rOU9r*I>TA2k;Q%h<#x`hT8RC+@*aN@vQt_40^T77m`eM=_J}7(pUL-
zG@f35<DF!@g@S$fs*LaCJ&`^uxv8CjahwVD=TkICgy$7;@c0M_0UvJcp^6XkBN?P{
zz^>7xP2Qu7+0o%ne`Ojh*`6va1L|!ozbPGme?zWVs6|7@9c=ZIHV<IT?G4^}EL%&T
z@<IZEjD8^a#`P$~CZkqvjsC%f;c?@R*LU2$yMs*Ou@gwhv+pltsFCN)y3oc39&7jY
zpGgf)o}4|>astLti1=fVcczG+ISc%+WT}t1_m1Q45g}yX1XMW$LaI$)zKHS6B9d7<
zXUs@*-O3iCe)diaBwDj}8SxZt1vg&LYV|g~q9v_+q!9+GL9`uMNg;sejNY7H8;M_D
zZ{qctptnxFE1T<6>>;Aa$Ubmo`h+0?q;9>8JJjF7r`23{)0U(a>bZWXe1j2-Twyf%
z_^G;4JtPKaF?~PTTrF-ukYD3*7TV1lEv9+%(Bd_CA{ZixHA;kJ<f@&@Mwvu2+IOb)
zPJGP0T#hKr<M=iw?Rr(lA3tvaSYx9|4b~eg9@301?yu=U${o#Cm>^FicfT)oI^w}j
ztx<5G1Zb4X{FR|(Sx~DNIj%r??xX72Ucd)}PO?u`08K(LkstssuD;q~PS|+G|Ap6X
zs{FD2ixMmPEb=lcoZuUAp+ef3aToFufpHp5pV_bSEc8^#;prrb!dL<vvy&zo@RT>F
zmyB}+`3XVLQ}_`8q3U9S51Z4NUdEhl53Hu(o4q-UB;$=rKH6O%)iL=9x=y_#9QoEm
zf}d30+n-sMW<F`|cZ72|o|r7+Iq*zwe(BAbkoU=g@0)R3>j5hUDJB$Xq<-Ub7#%T$
z@SB)=FCHkdAod2S>m({yX78+sA`l8&6Jx!@n~D^)x_UL+uOu@w#Xx!JYUT;h0spF7
zINtU^QkW03Td0nfW-?2eOaGWaNKz6ht_7u|PFCK>kBI{?9(`rS&VMSK6h_!*C0q5X
zdI|>(B&np=^Rk=;!phYqyZe<&xDxH-LnOz8xD=yQaHL<~Y!)hhn2s3a0Sf?Uiq5Y_
zW@?3DnkKzpJL>#FJ<79F9&rJt_Nn4kCAhvHQHaNxRUs}cElluzP8{}0;-}fSjuope
z7g%$ik*``>mXprQj`uv#s@au(kho<?7r&B^AGgKJXyzV^>}lk;@LTDxJy$$~(P>$S
zFHCqqd#;E|uw4m%mM?SnJ8|qxb;K9^`ob7S9XP9>X1@y5jTAow(Smnl$@cTN1q*DV
zf1E~DTaTc<X{*jl|9tLa7sikWC}Yo|<anUGN(w`L1OwdZ`FW2|=J~MbH6+C~WD=H`
zeyN``6~t`t%tuAO=7+P2WB%F_r0pnzDI&pQ>Hduj0(?i$^sP2$-kjlb&Hdmy^R*oe
z0)%*)+$g~uQ_SFR!uxe#QMo^|q1?FUn&|MMZ?#a*i{_rM8}ZiCy{^{_j>XLpvow<;
zz6WGL+3sw|F5@CNi{2<(a)CF>*nkvaWq~}YDn3}2OScOJf;`*j&ZeHU&GHS*=UD|@
z#TS5ZsR;X=BYh`Z>h-r88#S!LNRV5p{y{0|6kN=;$FJE%K(i2gW;8nYL+HR4^wN>l
zu=Oqrwe-S{CESkfve^?tC7n}?O?d7<E6d+uykzs-K-2h~HXJi5o8hOD&hh8Zj_IDH
z$=D(phnhGApKcVEmJ0_{{~PpV<kDeNKTqilLJ1EU&LcYwxB>FV<&3DNV*cro47@7G
zFA7pU8B$Z@8VuK+3xS`4?oz6$2s9|R=hfF;{JE|PyNgGl$U}cG%AYvQnhv<6lcWqv
zDJzc9NK0+%8GjJrthWA7krqRENr;mMa?LJ*y>C$9rlApok3!OEln~uX7uH|9Q&s%t
zj<dnHa;}ZqSlP{Dk4J3503NL^yjXhIW{PYxO%}=Osk05&`BG^@>|1)4dn^&LNy6mq
zGV0U0+Sgg@rlxcLAHx!G07@l`(LqpX*Up=)=s}FECq1y2+^sQ%-UMyu(cW9tEELO>
z_I_fZ!p~U6Jo-DVhxDnqx`7q{y{L3*<F0<m`dyE{K#&n!Eha!ffW2|bB(ZSm*dQ>P
z2oBHy&Z%Cv*n_$RQ#~!kR?$8vwL<0U)!_0sWT0uP`CAstQaC@r4m6tGAzO7Ai+c)5
z%Q#zWI^uziOFR6mW-|ZzWF<*~wx%+4Ma_g)C>LtZUL<hD6nB2(Ps9I!VO8;l`+a>5
zs~{)m+lFPh<AXbT`QtcN>yC;^;+Jvjz%N-ilE(sm2?^9MQG5Vf0eLz>0P^|DB}eA2
zU0h4|PIpA~Sv;uuwuXOmfBM<ErPcYy6jlBq_Ul^bqcfK}jRGmXXx!8v+M2<7eBZA=
zh&|=0xg*@RSdbT62vS<xjLebOnR09AO5cXej&&wZRyGvMMXl*#^r|`H-CrlP%_<BQ
z#x@8WIX_gfc`Ll>n_vu9x@rsAGk}={i21J!!!A;y&^!q&$8Pav1x2TZ;Ilo|IBH@m
zfRLdI6LTG-iG8aCFAI_k_g5sH6Z)p=!X*TreA&=qB8eruN0`s;{Gr*BmryJr4nqe%
zQ+;}v`~9iqajw|Nzxk@y{XuT&lFfx5!Hl?rHIt#5pu?%xykciaGv!;q^V=DpGCT#q
zFMMmd*O+%z1M0iSN;h$kR4LR{52-AkjbG2qOoGtFf4HgIPNjH&E?+PJy4-C#Uh5{>
zvQuGrN1{Vt&00^Y%4HX8Si&AVHt?<ct4Sx4On?7-soy003DHcVcIxsm-TNv;-?+mp
zEbbPeVU-bw>0D=_egU=&)8I_X_5$_M@}#hUF+5MXYpg73sYi&z3qa<TV(x0rH&$VB
zlFETFd2BI2dtHCxw*kdFD_km3dN}1bw#qPC{46=dl7lhn5sajNiE86qYULvO#l)?v
zDA^GIE7k-3hBt8nXumPba388Dt;!sQ);UU_GUoqARsdNV7r_!{!5O-vrq3-CP8(h|
znCNuzMr329v1G1sZ#RXbEh#~@|LcJq(0Uvo&wL}ARrNx;o?CNqy2unGT;Ab-s@6L$
z^0>z*IMdqsd7!8{)Ter;528?DzeE{c^-ub{;_^hO$Bp%g#r~wkB-qwI`Q7LLE_O53
z8U5AQ1o-vPL+n^8LbIdQhYiw$ln^v7Ks7(Luv2jG==B+_DEmlRspwD!u?bRRQ?*n|
zc94o7EeM#n9Q7KgzghHbX``BY+hNdMfM~syOgmcd=;5NCM(k(j>0*NVtAi>7kTy^8
z<LNs<heNtCe(yZaUV{Zs2g3oB#H2Uln=^*O>F4ZD!TemzmS*mEmF;!!Fl6l6nqm|R
z`vgwy3y1}i2p7%{QNL`Cn0x9e0MD#Ww#P&#7^V&@iFByM9Xx=tLR%VLIkfoe2PGJG
zeCTMd>5P`x??HCd_Y!{cgPk(NGiq<VUh0<<!dYsMfs5{R7C9BKBcHEwrE-#_K4aRc
zp>%0t(Zpoh96R`spXV`^I5fk@UQwqR05Pt>EDW8W+Sz>c!virsdG3@tu5lDhA@X$r
zogZ*$IzXn$jviU|b@Lc2xfrB1L20y1hFlBqz@Da6b2m@Z9qCDxd}_HanwZegp?Zc&
zj?|b(Agz%$Rjt1L8SM;vNJtE8NY66a#z2xTEi6H`$iE*<$mPDWC4fPIg}-6mNGg@1
z7vM==kjSigvr-%TEZ++&6$fFK-u3%CIke0bwDbK|YoV3-Ba-XUVca`Io?Pb&u_An`
zzPjd$TuSjmGJauqsQ^BJuZo#JSZ*!z&QIr5zcOPRGFgqDIRLZK4)DoUm{(?6ecH6u
zdEzT!_5%J<5ym%>7?eeT=;&22I-~;F#IT1Zp0)iyD20{@NkKG*O92v%!GTIWd6wO$
zR8%0I(iP*m)FjjMLB<%QxFy%dOm$S|l|#$gwu8mBLZc%;wDptbN_9C;7I#h>uI1x^
z3oX4bIrz$&yvMoJb^g0lMJF>69<>X^PG_`0a99b>n>n3QmC<)HrrL(x#W~-0j8v8S
zEy(0&${#suYq$=~Z27zYz604YSFmFN1UFQcXZ+*~GQ|8eW=S@1T)v0?!wrL$nf-&p
z_XN}6Z7aNci;fe^i+y(Qwg#=9p&pWXf>7<G)G6Kxq3eeqD>xc~TCAyrIo<63Zj&I)
zc?Q|H5V^HS*xrj7b8JR7(_0d;%4kha9>sM+Ku%1b)v0{asiW1HNdr))O)lqeUw{#E
zCLd=4JpLy)MhFIexHln0Er_a^Ud?5MxA~3dot4L?P{%z?s!~XL$w1GO5SAhqs%|-g
z3QzYyd`Zwe-O4xN=_UMqmN>VyB0dKj_bTuNn7;2kv1@8J&S+#b#2(eOQ!Dq__YuXz
z%D85TzCwK|n1}6Y9jbw5ArahdD`arIj@`f<{##0skkg<_NrK<&F%`5=%jmKxn<m8K
zY-8Z`SBj454=E<YID3T^HV4Rxmysy_Bcq>w**%cxLqb~&+Eft;-7TVcuS$f(DG>b(
zkIuuz*&~mOOwT`O+xkPx^>gZ@PZ^U5clTn?q(X|Di@ax$qA-zZR^B6Aee)xJUqemC
z{md%vSE{gNM)jRziN`~Qi}-E?Ru#WRW#3)lf~`82kIVTVY}Fgn=Jjkcfq}{IfyzK6
zi@OgAfQ!L%SBPQ#2!o-PCSlT`l6X^X5}C#%o<y%4@gY7~yXbInx0n-Ww~U(Q(L5w-
zcuQXXrbB&?>Py1DXG~zloO}co-=M0gN0NG0W44e>yb{mVbnW5AOVJ+;UrU+Q?@F8y
zdZL&c#Pi1hmi$rV|0|vt=%q-JyNEE4sh}QCVbYyEJCG0rpo_lq$H0Jl4<5HWyMAZg
z1U{9n(6Z!C9Q`LzvV@2O)O2pTkI$X0c@wy1=N;B}wT4x!^c?Y--zhQW+cSNF)CpZa
zEGrLUO?D75lo-u_TeQ;))_W2t#{?5gs3)V|qDuiug@RB`PgOdwNPqkeQS^hz{d8St
zzCck{sN9!h8z(;pJy#+rMVdjQFaX;*;hxkz0;A)a0ffaKGmc)#eyV&CjC~vfldr+-
z>rYta5AD8HgCG>ha2<YJGbR9~-Pt`pUv|+$VJ7WFu+iRs69}q&$zv^3@+#V05=A1o
zVmmLMT`(c$Fg3R08LBn=VUhY`ULX1o`K_YjAA2H-dDAP-ikg1Ka%+^kEf80f<9mr-
zJUlHk$ABU}U5II}qwg7)3qaUP{D!X~1AawBl^Ci@O!1SS+)sLZRx|CKg91g7pzC=&
zl3foPTKo*cSA>D*H2?*bY&})aG`pkjE;>#bg|tBmHw5BqY$j8%hVtc;;WE{fgnoWu
zYpG6go+pHK1Oc_8Ti*w}U*X!uYJ<KsyMh+?at_B7wmTY%X(Ly6wVVWMRGo;GRa3Dv
zrEpWbBP6uHnFUuK*vq#tQtn12&;sfiyaZuS4Ax}-g89nN(QI848wYf>K%bb{O{($-
zH84TOLApujvY?tWDc3k_Yp5<7G1(h;{T%LflbW$2oe+6GVhu#xf99)LEY$sGoVo)7
zC|&wFKx>_j7Z+fD!XW=TxfVc)IDAdv4o5p*c!_-iDpWys*9)w<{CHy+9&6ITzv&qd
zE1KVN4&`0PR@kk{GTxoD5zu3&SDJI)?p=t_$5BC|SVD#E<g&`8P;OS(DFw!zV??nS
zwH+k&wD?wvlLDl5!qHczbQ^MKHoO`U6wAJRgv<dgsgHHQsh%ak+H4-!mHoOLdxrd*
z#cs%o<KwIJw=qE@<wvogdJTZLpFzRfJ@1TSNPC|eQt|T(pgqF8jJ)Go#3XL_LGZz|
z(8yKRh^4|qyh8t>C&10{itTkmg`0+EiFl@qgpjzbMZaJRY)}=Kcc=evqeMt0*7kOH
z?;Rn1YAU_dW!IOksX;e;WH&al)UmH}wU0sgC7|-n$_hm$`%GU4HSp>3f@iY|K1jdn
zRZtoMb)bU6NcSysSy_0oEa-a5OwJ>9nB>&f4#>+I)d366dUIqLf5zs_d8(g7+faz(
zm%+(A@G|vHh?tg2z$U0RHs)7Girwen1@GC`&CUI#>dbFsc`Z5sZu0Q!#RUmiC@^|L
zPu*fchCUqu=?c6_?R2a=4^iCZKeo*lTUt++-gW129kds@I*4vLh;-PGEWJEG4e3B6
z)@{Y|)C6*Q1oAo;-F8}=Lj90wFX}_M_kz{?8byD!xom%U?6#wXXF868ou01M5jkRg
zwy&G;L{3B9WApOIg}UkIGr6iOKNE;pc~Vvo1fbP6Ds>;2*s}V<^jF7qA53T+Jblo2
zhn35wbgeJErc&(869f|ILL;?Txr@_&tbh>O?C*0WEk@JkYyd<f`8OcikJoeMM(`wj
z`e4vq^=|;Hu)f1(j*%kZ_9IA7+Px#~3?5rB#vLR(e$9eL8DRLl1i>TIl17jXEb=LP
zCmv$#H5ft4r7^ic3|j@JL=%Fc^Lq8J!`Tu^MBJb=j{9u)$8AALhaB-<*~WD3qOSZn
zR#f201!XhQ1MHHtDVzD_AV%_wLQ9Zm)2TG=tu*_x-@NejrAUVJ1`pgX!J)$X=Lbvt
zE^7;;BNg3K-V~Jgbhz*B_s4`nhR=)m3(vh?{gSw>&<2TKoRDc8orr+3CdDnqbO1$e
zaAWteT$-eT#)b^PC!0^W`-_~4F2M|rkO=@z%dr|OP#FR&r(_Q@%pF4IklB~+9DM$u
z5nhg4dk`uFJ3=KvwKJ!gDeT+m&VdFO_=1WG1qCipG!Mnl2g6|FnU9*>YbxalsO$eb
zgx_&NG-iL#XZ_KfDx^DW*3Wk#6k^O1r59JHEzygoGI95f1SxBqvr(@f4voDNN8aF_
zb&cbdA(D(ZGC}#``%e4#wH#8d3=6oCvH*%<EQR7Ym|2scD5Dw*?p%kmV9%HK!Dgbk
zcPUj{3?ZNrn${c<>F=iS#t<a0ns3TAUbtHVnL%9xKu|>0ltf<RMVi>lXTKEiJld}g
z6I&3zpWg4y!F@<^?e56<raLWG76%96Fbal3IzVk)ubyY`u8i1YQJfyc0Du=lO&&xP
z4Sn#ht!xDO-nM@K!??`nazZ=RqeI{7!0ePu0K1}BOyhgLZ|L=&V4|8IfG?cLSj?&0
zk>?jI(%mKi0xKfHF(!F0a&?~^<c0a+7#0IXe*z1$*~{^*K0*M*>&m?M0#CpBb}PH3
zq4|IHf9C)H2aVZO0;Z>f`z=CJpP<5xN4$tRvqsXb$496X2bD+ebu#LRP+7G}$ubcF
zOV*9PmH%m+!fi~&k~1;qp>KI0+HRT<7|Ob7RF)J63GeRix81fpql{QdrRM)3w&sGM
z+>RLV<1x76&jpqy6gYkwDpO%87`jFuC_eW%`i({vtVy?Zj7H7B+J)&TOkDzv9mTiw
z8X%3Xe@+^7?}D<Ig;4t5%5_ZM85ndF5glhBA=abbnc^UPfVfiQFqN*<C@WE588aO5
z7-rCfO|Jiog?$o5<gL$Q92zxR(ZnYXen+X4zQ=FIgJzja>)=WREtR&$Go3z@Zi9TN
z3!mXi=1p%Xmu_WF6u5EVaGY7gJgdh+a0Y<`pIs8!SDX?zwrnL|E2QC6@j2*B_3=ZA
zPA%&;vHtUSpnU>SmDs4~dV044fIbGVg4V(oU%+rvICP?NGr8R`=;H;7azkF@9nrU}
z2mv#Y*ZAmF>^phrp0Hq*d+f~_&OV2rvUDMRd)X-|B=;?NVh@2XTsBe#Lt}bCf1&=o
z|7lV;s<dKi7Lc-Y|Gh;BS12RQ`JU>fefU+THKb4b32?>AYnbL7rw_(+wo#t6x;PAv
zpnM-L-ceEpY95DOn~Cz;GX1a4j*A(zfM_$l3#XC#{*6yDzXNxT?KB=WWH55x#6#;b
z6faPb_JDGl5X4yk3*h|u69!G`c9n2>?g3<#KWMJAK%aelo6?;7I`qlK;@85OMlCAy
z)B=ZUk_k4lH2WFAQ`g%Y<NmqG?IpvYF=7c8&W6%jyYC;Z$3L(&|Ds_chd)e;#P1lv
z4gYB;x}C%MTJOK#|K_I*G&imgQHAuT_J4eZg8;2kaW(0pfrzJDDFyu_0rgmDh!_Df
z`@en__yW2x`(myCx?pgW^%}~Foiw>N|GpPDCpzA|-r-2XaHu@|w;K}R-guDVTJK#S
z{Nq_zZ<bJB@sC|W2%v#REpfx+OF{PU-!>oIu=R#eC3!U<a`8q0|Lc$P6X@GEelt?@
zA74S_C8XgM$QMZbW5fRS8dU3v{^JcHz!KjqVOFc+Kld_F6c<X^uO(zB|M4sfH%rJN
zV<!5K=NHBK|If=q4{8M{dxz$;wN(51&63)=Lw6_83vkY{19MR1y0O-+H<k_n*SCh=
z!PiFJ;YNG==AKj~VjpM_F_A414w_$iFSZBgrMs=P0B{O$Y(5joP1iXszs9`>@DLeC
z;2HqaRu4QNfDt_a_VcWB&MeSyyfzctp!d+aRet&jWNi9oe&!Vryp0*3$l{1607Uf>
zjXuLv@p}NP1da6QFMwFG`zCV@>Y%~cK`cQCXra~(KoDT6OuD0h6C%7E!L_e12*j4l
zTECM}??{ObFTpsNjQO-kL*lI5ccS>&25}7}pB1UR&)EKb66nE;dG?*+7Eq`D5(%>&
zAP%p9(l>CQHp3R&Zv_pjI!oR!)a@&RL2hpTpaCi9l(G%{0bejd>a9}lt{=cpi*hfG
zzTrIGnvBN%1r`zRvGaSYtou==$DaPjH~{)rOZy0rAywOJyYFS<eoT~vW0R5L`#m|B
z1D#p*bcqIRE|6POe}ZoPPD~okBB#V``aU^+i_6_s==m#`5d*jZ*=fUb{>u^kS4aJ6
z{6}x3C_XKPF%JMg#m5(el+zU8OtwX36@+shFqndj2GR{{fm-eN;ntEcu1;XcXUWr|
zw=zASUV$CTMlBNoQ<rQXCfJmILMr*?KkylNYve@IA4OqTm7iIUiy8D-@w|!Jv#wsM
zY`1GCM&9V-Z9c$Er&90%7~TfZVC|#*thFRH>b8|%jrCpEp~s-WfpgY*l8Xt$c7myQ
z2Jv*w%kgQKLTltsaU<{-SN5;Y_p06y;2Z)cDy2hV)!_PfA|ip<oZq?K$+Z9VrO2-Z
zc;<JX8vHJQJNRzttoVc8_elz6&A*wZ-zB+kP(26Y{ixZOA++~8jF34dF5Cz)Vpvw|
zO+#J8s(6&j)w=%`K&BE~Zu7fuYkiD!-md7*{t3~F+iR?qZR-;{4s<4m(U$1~Zgn<l
zXJF!#02u04g}(7A?L7X+_0`^WK_X}>J13hlKMR*W{E14rnCsiQL)y@19JD!<BVYQ<
z7;!95P~dTPw{X$o;WAYim9iaF%G%M%NR5ZWAjuuf|0?spEc$K*Mip#Qa`%uNv5xLY
ziTuVTXFvHOxmOEA%1HQXVmg_S<_Po7Lql}Nvc^NSVZ2V7{lyT<&*ewQo1>YYYozRG
z`$|(^zu>6DeVJ^za*J?T(uBdFHWs7|V6T7J@q;;MRvz7?{>CSD(q9Wk^3FEbO{jZW
zB)?W`J8e8M1G<X)o=hXFh@4Lkwhq0*BtvSR1WN9L=dmVl2&G@$PaULFH{i8X;}n0F
zx7_SOrKAlIJRTDNsxbiHRc)gDMpzH!41j9`O}b<JqA7&-z1wPAF6~G*<6cHj0J;m+
zYn=S0fIJ0?jvz`<<YEyU*X(|=`dtw_!=MYsWw(U@WVjf>G-KsL+-7|Qk}niV>l*{f
zzRP$5z&lQq%{rL*tEEs4DO2EE2zGL)+)ve7m5NtfhxlOdNEjOc(SId3R%Vb{I!RTM
z`Mgs2w2(>HVQKV><{P$_i^@|+XI`S+h=Dr+G#SI{T<;NCSjn*Y7GQjA{q|o{E+}*>
zN$?pRI3#aeo;IHf9VT*pYgceb46uggAgviB>kIr4Uc)SV&!>;UQWUi8Cy;QNM?58K
zzA6}h|9Z{=mh%uL_1xuCV!uD=xeLK#4<k0;lZ>XY`x!MGEpkONYK4SN(XY^Qx#O@H
zy-99MZMNE%km>ik(5&B!H@rQG@tNynNq|tBi4#i_lgSzA4g=c%iMN!eIrlN{q6qpS
z&<h0dj`e@`HJZcv{rhate>a^mAO;APhz&CU@LNod>7NHI;fO>EFY@p_ILZLFwDGX7
z+4o$m8<BWMbZ_2!PiPc#5{_h^>jAga^+B{hhJ3y2=8}-9ykV;hEb{%Gi6@*C=H1)(
z9guYEsLA*EY7ax+^+gw)l6OB{_h>oSTj@OJ89=3LaLMGVc9^H&KTtUXULrCgrMi7z
zj_MGXz$1h(Z%OZY<8ru*&QOm<UVyU%l*DoYL4W%To5pi}gOmElo{DxIT$8fd^a<Qw
zT}o7&3RP+7SOdjSwA%g$;RZ?E-YtkduNj-4C_{Rt(DLRqf&qu!6ykmuRXQfV=2?X=
z&)Z0;_17G{)(R}NN$TYW;-~OML>IL7EAJP0_X_5fwBuvoP(6>1vPLTN1D#r@0?ylC
z&`17IN*74bQ9$h2?1}!uf$>XRMr`fzWXn<dUMs1~=2!L7C@XbGcpaBi>tZ@Exl5J{
zr$dmm+^fE)ouM>%yf8lljdBm$XkQT2It_(AGUf{t!BC#sc-pwmC&;mm$$#)Yk~CrV
z(;(?a2!9%!>(78sS}K#N<gvm3zD@Nj-6CP2{X_Rl77JHF;SnYj0=OGP1bw(+g#{6T
zT{OhOXlBfu2tE+`Udq0>2%|Z(>+jvq>Ct(!=MO|BXBa}}kKdrN*|ZMP9g*ng&AT{7
zXC#YAcGn6jG+IqpnnmbDDLf;1MG?nEcY>hQ@fD>NZP}27f2C57GkR|V;!f;$juE(5
z#RHBU9`Xgq!@AJ(_G53a=owV975U|C5+6CmHI7kKx_9g@c(@*ROi2ugN-;r#S6;?z
zY*IoQ{iB6awc11R+o1SjRzSXf;xilPFW4{E?K{{o<YnA86OQ=)Bw6LdMb8JFo-Z|u
zE6TUB=T!2Y@{{wvx<~EzvenjoCh-GP=~MJt{Yr8Dc(KgkXH?3^T;F`d1Mn{4+qP4f
zj6m;6+1H(qae5xz*ph2aHZoc?D2Cev^RXnwTwBzfFezV0ZQ5X`7DcYlurW~;K}VBF
z<rxQ9o)M)LNa51&_9kblBJvGT+7zidKT~6E)DF||v@p$cEg7XPaiB94zsPl9fV!bQ
z7Hm`J4;&JS{P{cO{pgxov7W4q)-p6<O$&kOFj1bhoTrGKN~eZ_-VLYY1F5{&0ZE!*
z96`p4X@*~L=pE9vj(|YY!=7kj>kc1^s>07dKtr5Kvxin;bM{`#`>EkScb5}!Q@W#c
z9<q>F?V|ZPaqV0fy)gc!H|rhM5jh~d#e?iTuraev!4Zm;iPoIfZTD-9wPCeje=}~l
zB}IO*4+WOB*GsA7-h&y^o#w8(b?Nl%8tVrJ%`;3Lvk6?^x}LBEioS!|t3wIWSH{#Y
zB!280-0@ie>T~H%`4mb-l0D`Z6{)+3v+v`z;_==BQ0-uf)t(<ZRa(Tu!@=<EB;Hcc
zJ+EkmTEu+OSxAPU+@M(#>&Ui(K{vJ_!l#lsqUE=f8k6~}R5lyE$0zSmxgPF@Sv~Nf
z&yicJXrwJ~573EAEM9JRU~uf<6Z!s$4d?kqDL`b^gZczm0feOxLWKMDN3KQ1-q&!a
z_Dsj9kJ+dy>KaHjG0kl-$3PCYX|}PIfVF7z%4{aY5>~>4Qe4};-vxeb4HX6Xie3E-
z*KN>AH_7BPmh%!KjkSAX*C(Y#KGyn{jQs0irJ!G#hL?jJ4PV6Aj!DxI;Uq+IW@|}~
z>NYMBd8Oev%|u_P4a+RxQ9h>fxG{A4o7j4lQ&0?XlKjLFpXQ)F-r3NnA5zp}H=?+H
zd$24#iM<B%1*jM7k1<Pr=&kmC=|+hY5^b%*29I!(c@y(GnWlUEM`Y-e&nk-P{8qRP
zAPrjWyV_Ck3fPPf+E-CExRK>J;#LYQG)cJVnEK<jN~c*ug+lvZ){nNcX_;isB=sNR
z2q;*#(eRj4Xy&KVIbC+8Wu9lNyS6Z~&h%ULTDF_P#dHcHugFWUakMISTb8=6yzL|!
zssh&YTcfry%YD)<&X9DQKs@m^s~2}f(m1d{M<`g=y7SZr?+t56r#OTM>F;dw85nkw
zSu6N2VZ&>eB>u$B9VL}N7rbn*<Z<O?71nl@s(L0#v@RSx%7(?4=ov+NJ@H~w-<+8L
zN3d{Cm1x$6#lvxo-YH`Sq)fENVcSs6m58WrDQ(1nMrfpTuHkJ^?n@Yj!OtlH>Ug{S
zT`l$$U0q?OQ(Z|UN6dnsP>JGHl(Wtsz%=}Hd$pN(yn~G=rox&maysMkh7uc_206Bq
z)`-_&jb>-%Re}(^Z{luq5Pe>hVX!2Z604VcFo#<E9sB3;31^k|lV(cI352{@%M7BM
z6|IO&9$-!%b!)(UaY0T_!-X+G#KFFQCbVW(-noDF;Q@8>df~H$IF+AuCy-$&cBy>i
zjgE{`nmDBvT{_u4f+|jp3Ty4}eVD^)eqsB4ZTpT%Tj51}Px2`Fz?Ai4Ogm*GlSsC!
zz*a2--ToHLoGUZEdlla)BWj7c!>o|PbzU)|%ZwsdCBg5A0l0wdOkh^f-V0qnUi|tw
zL0Bi2!C8|2v5XHwKqE95rC%RMn;Q!AKsmH<Tb<(axSv-pkZ|b1+azI3<cRtq>1O`$
z47gbb*r}2-E-m(nkTRqdTDXN+PghLjt;Ht`wfOhtNhq5wX^`*3s7<~_$n6#gdsrN)
zzT0mEW+E$I@m~G}78hpAVb#k*QwYH^nDb~_D1kxr58~HU7B&m^K>?5N>1+smCmW+Z
z&uAbrd)rs?meuCxF_iD`3fGkdz;Q6h7URXl(Sash4njRI6Ca&+u=Ez0q##d#R>;8i
zp4^S2Yf>RJkDxhnwKLOOS(>t<NqbZns*%{m`6OZx3|~Sv45t*H5<~MR`Ec=iWD`R_
z^4!AdZop42$Rv@KPFkN+qBWKQ-?5k2BD2@R{#QO#iYzwKQTzTK7bR`3R88*(Hdt^N
zev>M2i*tT#jE_94x?B61*;%rC`Cdt&s6MpdhHVz~)_L+GMAd5exz`Y$M(eV5g)UOF
zB!?^pdP&MJFeoWZ=b2Lr;?N4<*w_bOhw>5z^*EJ|Oonshu<O_eU_wB(k$qC~OAG8a
zOkLg|HYi0|9c?~FW(fsW-=_)RrZHB~$9aOeLrv(*6<WqU0N~+$nzxi=eV?JU{s&W?
zkvRf<k1t0uGI}6(58gA&Q+kmzRD*A{v_~6(tTpWPVGVMnhBQMvweyO|369x{hbv}_
zAm_2k72RfvQJ%`y?*^;;tKjH8fq?vP1<XuxFLA3&Pd3suZ20)+uV-AyuOC`cGxlRw
z7z1K^1B)Hqx@hP}JYavs&M_S!Ovr~>64gH&D*)xp>T{x_G|!ahR@v!K61fCWWtZ-u
ztOVYm5<eZ&ROCj(Xhd`q)9pGVQnp6i+49p$al#yU0pHdXvv2#Yy3kvBw-&}{ri_ck
z$>xDCn~6OP1Es6WfS_My?nKgAg-nm2z>n!F`rJcB_!sa=KSDOyn!gj2OfW;0<-=aV
zIb1IaqKUHBN;g-&{#Gk@j)>jSy1M84KJ^JN@_F8co-e6yOV+lH{H6s?G0eJ*;@aj9
zY!@Cr9<^Xr<o$EMya2+5J-Q>;N&cpDl@T9V7RT1?sE4_c=AA~0ci_IF3w-{UW%V3*
zi!r3}bK0m};VzWvBV&mLCPC?$N-HJhf5--CMJ?R;IjqyofVtXMo8n%JYGND^#`lDV
z#01@$3T1I%wRaH0r$F9<;JUUXVXK^mG=gNQqwjfAKgKK=TO8GMN%Ug&-0f9GN}Q4~
zspr18(5^|aajYlC>@|p{2jO!0XW!QbFZ)+6h39_zJsX!0p?_^hpC1TXY%o|B6AExS
z4$<rSw5c|@?-amya^nW4j(+&WrWov4e}*;6v+)?7q>H<IDK^eC1t(Ckq)RS`$#o}5
zKG1Qiu%=W;Lc7s4V?bGu8O`PM4Dr`$r!rs1dl-hDf}AiC7NtMqfv*G%&L!%f8Ouqh
zVuN=(N=VJ00}*bIoF&2S6tF;X|1-`;9J!mF{Yl1?f7gcb3!rhFa7=VdL>O}8{mkKm
z9_b>gm|N3oF42_148bx$Hez`=dTioCr(fk=az)Z1tZekBjbC`K*xg`jqEELl-1VbK
zmTP~du=fgTKZe`XA=^rOe%2_l#vwDOgBK}jjAlRfknEIU=|M8lE8E^=Ja27N3K`3^
zv~oDk`|$a}uuk{j{rDWiyI0VRz3NoCbUv|h5l$S@PHpzK2>NHh#l?B{M`zE&DYN^X
zvY*r4ozzHj!kpbspWTldUH{tDmh8)<<<u*<E0j;qnabRmg0g^x+vr3>Ry*+{pX2Gp
z(5u2Pj;+Zy{K|M&?4lf__4TLZA!O4|8i&p@w$&8U$lm>*u0e1+M^T=1saMY&lOe-C
zsO=!-ME5u_V|e=VlzEqQ$2WYFl5y_N#l&WI<RJb04y#3Vc(fKmfEZNgy<>iJ(Io+M
z96HgQC9~!;cu!Lzu5>ehq#y*=vjs7`c_1b^!z`2yrICd*TBF_<TcHjYPXu9qo46mT
z&ByN!;}ZW7Nw>J2UW5BAC~KOGpbXwDqKuZZFxi!r41U+JA|EQG$Jye%Dyz(inSi&(
zdmnq%D21c+<MTp%-Gv3;_q+t^lrMMIDqIZAnfMF|61^9nHZ!vGCx?j4q4&LfcKXW<
z_WG$I!l-x)iRtGgk=+j+7&I6iOZb8FFALD6$CM~Blt+CqTb&Opm329lM83i>7Y}U+
zA<R&SSz?p(4Y{^*v!qu&PvIipAA_k%a0B~jl%si&vAn<1OT9*D21so-J6!2?tp~{g
z3Mx5D9-<__sS(=@#Ox|)sk5j)eehWsRnhc!gwb6X-JhfTD6D1d7Ke4qQR4W`PgWuZ
zmX_(M14Valf+0!X2C?rtaTf|dka*MoFe8$elNk~@Dp-8HS1Z~-Nm_8{QXsmTHM#o~
zu1=sNP5jb0h*aD^FL>SYP|t*_dLQ;)ZpZ)?4j2C6c~)`+8vLvN_;SPhe&^--Yc45M
zqjX0-;)5|X3@k`d$mYY1Ue;Y=qFTkVy&|QrG|Ketnp4f6YJ30zBo(}VS5B#CxUsm&
zQY=J>tEa^LDujCMVj*IhXis#F+LQ(D`&!xHj<2$xdzmLcbyt{j>lGBL|DxCZ`N_)+
zq~Mw)`FpO-sU%bl#G5PqH>Sg!3%QKw&PJ)b;7kB|&+*JUXR(_tA2k7sRWN*;4J7O-
zMBL<P;hKlCuR?GT5#<$rKt@^i5b@$bW%0UVs>`cOy)kY0;(izniaNAifQF9Dh)M-c
zE0@8ThiQp+((vNMivv~d#=B}7<@Y~r!JxlYdcyZ0y9diO;`g&gFnsRG9DB?c>b$@+
zl3ywdNhVQkTBW6msKpbn$CHRzv<$tBaWPobqnL5sJLIuhUM3sd9~8RJhS8tavQWpP
zQI2<ay>pUInx#~#QSFsu2VA61AmQ?yWE2fzhq0DFo@vq<*Nb40x-<`S#Gk=!`tP~b
z-f5>SEtS%8fg<yGJE5$w!z^0{bBd8R8P>*qF@pYXbhsC9nt11Z;>h=(wX5}7VxgX8
z(ay*O7|_hva(9aHMi`>v3hV#A+jqxpT|>28mKLVd%Gj63@vhW5mT-`Y90lDquqz_A
zWQ#nu594{7k@}Bk^2Hs?XudW(q8yv3jkOSr^51L1foy6LBJoy4UJCVBW9jav*t@U0
zzY_aAjjH;|=6{B6-??C=;w;%v7b=0n@DQ44smJRzKtoyBf_LHi)iA|`dfj_)&L$$z
zXWhjLcd%Gto^L`dIhp+67g6~JGH)_kbEkpVCf!WC)m*HVKulCKm<A&u|NXT=#5c_T
zZ?Wa&L7*_PQ9h$%*qXXu;r)VLI|_XgDnU{2Hwl9|=DUquYqoS;XmRPfVy~ky_487T
zmSbTZD9uBki|Fyu=%O1E2~F_39yLreeP3FNu4Ob&){unXyECUYXNH(bx?r%n9&l+w
zAdsFT9Kg_eaUAO+&$BhtZ2^Dn|DhN^6X)Wd@d-(sNJE}r#&9yt!h^b$LCd`sry}<F
zpk$usVacbIC}~a$&XPJ=y`@yje9)YVE@tere<V&Sp%E~aSdjSsuc;U+6ap-0yh8J(
z=|7Sx0W45!Eqnz`B>T_2O0f7%CbE5;D)}GDA1ZXHcSiFGG(Y%{oQvq<%|$C5xuwnj
zk#p&RMo+4wS*icyXCRIEcZraC=)Z6A|9(R4ovN}Jd~=BRpIOWRRSCnXaw8$okO)ki
z@uV*IKHb%C@@ivc`v<2mI3c{krnHas+#pHw*VO+fw;ZAvGR)C{I@W)1?rL!BHMWo4
zxFVXFy{U_<vzd_{<Ua>vYcw8qDt0Q!KO7vK?7ZB6KIZ1U{a8?ticQ|k-on+Aikl03
zrb@-8?&)Yo#ipfXY;9)ZO2ww;X6$<NiHx0*1^7bK$`qW;%lD9qP1?-L!qSzB8~l<@
z#@^M;+0nt)$khzZ)!7Z4DDGhE;H>6oWMW3e3%xREspn!t#dCWkX65RlZ00QPVCU#y
zZ)WdG#Ye>^X=Mv81O7s;1ID2^n3|yp3!~kx={fAqtX%YVmuIVyoYQ_aKC6%}99#gx
z10o+JVJQr(sGXUJie<8o_{at;I>tJok)p;NKZYNd8?}WIqMz7K-8+EQDmQkbwZQEv
z9raggXvp(aqRjNF_`S2<!k3(K$2u>AX-4F$JYVLopb!{XI0O_ND$y7JgMR{G;ry$-
zc0r!B%h<{D6Eel~1<<igP)I0!a6QqY>CbPKbr#Arm6&tALF#o_iqaP(7r%dpj6e38
zv;+M>us>$hgM^w$lh=gW+@Bl86Z1V2@|baw3eN>i*9*E-nR8Dh&tHvHpPsm%XQ-yy
z&FfnCx}NXU`dj~uPpo)+`;e`)jsO)RKW|_yF_tkQ2O4uopTAO-%h`n2=9_i@ZU@qx
zn#{SNSI5sXjX{G_idVO53oya4TpaalpU^HK9EP;viM9IaEkEgZ%yUVjM)onwdfqt2
zxX^dsmgjus2R{;}H|_0)$ght2F-$ra(5Y=@6G?-p(O`Yzw=z$q$KxNY!g4pIp6^h;
zm%80MKD+=8VKum#%!V3$>v<b%y)jO!Z+_l6zT$<KeX8e=b-}+Y2E`fo+A0)o*CUFb
z)Z8_8Wy?R7U68A?m3#7i7GKdjr>W&KMeV#-5BwlW-`NiOegc*Wl0FnlsL16^NIdek
z`kgc(*DYf@`DcZ1#UFVWUSin)zEVAhk^S?j3DMMc?n$^jzQnoYXnkT7Y4;rJ?b}um
zW&4Em=R7S@wk~1wKVRvw)wH1ICjatG3x9mOI4$&zT<&1rKcw;qv0gt#`15I^yS67i
zl!P49;GEd*=7;Lx-@arX#6bOT7wisyj-xb0+3xNPf9HdqU*6Ixb$Qy9Pe=ih>xuea
zn_a{PJ|Ihy0njt^L4##%8Q0U#ug*t~io(|ui3izOg|2J7u8x+@&Q6Z1!q@YQ*6F_w
zMr#g6y9<fv3W;b5&CmORp1z;1>z+5)9$cLNIIA5$nvGn4L^fE<n*o6|>lCf0k`40m
zWRw{Q8t4dJ*I)X${q$KKIqK&c^f?<j0#*C|R_AAl<41$v2SrLU{Ac{GjLy%NJ|6`~
zt{;&N&hLRKYL|kbcihh1ox!i`d#pm4vp)p^m}_TtXK+gxk|sJ&`kA>Cnd(z|PWm0$
z*3Yh?`9h>|Z$$t4SCm5B=8j#XU-g&sZ|6J%E7%Sn@ogOJ(!SU5@<ttpf6s5?{?<%<
zSumS^Qo4y|XHY~&QlrD~d+aLmJ@fnI$vvs9XoIryqbmL8#ZhnJAA^2z-<Kbx%e|Cw
zTiR)z?D&FQ?Kil}WtTrUH=TKz>mNFixE_6KwOo=;%vm>nesO-7Eb{a0d*r&3-ZIy@
zPcUUoTlyV^q9%X4k0&!eIgf&O%O^tknks~MH#v*1-M%++rt;dXw>%le+`B@wyzZFG
z*!AE0E+^_;ulef4x#AMe+3sOerEcSZkMDBVIvE+8?7S_T+Rpd~Au=|D`MKxM&OwfT
z)+1lDb#vTtdG)}1)W+QVr|sYx^N(YiM@<X6UW`}6$DB=<BbRZTh?h&NmlogI&P6hv
z4Xt0Etmj()>LMT@_B|+)+jQEwyT$XVAi?IEcO&JkP>KJyQL%#6A#=6|MB#5`M)$mx
znq2+-t{!3Ein4{*h^4xpM(QmuPj?iX#;%OxPfp*-H&yGhMkjSo{Gss{n|WdFQ`IlD
zO)H9j<exx5VWKwYS97kWu|*QRTQW{*b@Sfb-o_yKbNM91((@y}CfEMSj$395xSy4%
z3;&0wS%$9W=a=SBPcCywhFGA#Qq~t`OAs+8yOk^Us-kSOv|0XXP^rtnws4x*M_GY+
zdrw}*tVDafArVC=^TiV<d0GA5d-}13XZO&5{`;PHVhcQvH1x|(xE!xS!o)wq*wGQr
ziBX}-YjYuLoLC-u3I+kmh}_O~fPJPLlHc@Onp@fCV+(igI<R({Xur1i{c?(D6(9F@
z$w+7$xdBOkPLu^lvE9~cP+8F`3fuG$XH*q>Bq{^jq<*Mn7Y1Dj2}4#QlCk#f5d&C;
zEJcyR?PcK+k4Hr1<!+DY5RX-RO==jSyJnd6LjTTdtJ|Zj_b>FBJd1fG{yhJX96ZN^
z+oO1bAvwC}@w{897y##GMU|I(dlU=jRk%{|?e<-<D~qyWc2?gWDT7T<5Y$M$UH{)j
z{(Y1G-;*ovH@W=${P3=9mHzdkxVX4p(@(m)Rf;mAf5@~CeS4IDeSJNy!<J`MZnZ4v
zkB~@zq5ne^<BvG|d-QiFVB!8!!T&K8v<gEkg?xW&p49Y=3|69Wp0vSrdV2cN^Y6&p
zRf?yDn1618OkJ+DzLEQqPu74Is^w#7vl3$sAIRORZQLO_v#1ftTh&Ah+Z2yr^9-u*
zvLb+nbBX5>gPux@x{*t(_2pLmn;{&lCg)V+LQkcV5oM!m(|&tvD%{IT>?6;Oyfs;5
z;Jg@7Cn|51F)2{SYYcWl&{L)HhU8?*-_k+VeILq3E~k{$z1ve`U+BvQ*8H(fB!On+
zmnEZyo*E18k5_C4U1tC%P^tYY-%$Q85$sOD-?#X`OsMSd69)zcPM+msr2HXQDLTM1
zEQw!wP5;4NKSxw%NmHT3+70aKsGZK8L?|KGslYb5<`@fSKo9wN0;rqD{0wUc1-i{`
zT5bs%Gr(71y}qU8eWJB4Qp2qw>kdrUbe1_8D3{^<!-;)$9DAM7s;IMfYnNLCCb_e2
zNql?Fj2HTSRW+QqCcL;P+c=-ppGzMCCdnvCxMh+%fJr{{e?z=w68fyfL)(&D^Lq?u
zNRE48nDtf;2m(1^VPkeH2VT9<|KJqme(Pqh068G2!+h&8bAww%x>Tdz$^j)&w$*9v
zWauUoP-i7tr{(C~$^lOx2L>nl{_F*i1Iy$)fzVTX@Q36)KWf~EGWXvl{(Xyo3H2{8
zLL}8+ar1wvL~V^c8SxP|U?H;G+ld5TBkJPzwr!@H_3P<d4di$e+j0Jsre$80tS|79
z%=lJMzR-6@h7vz4T*V9hFyH<^ajxUoM^Fucg7X^0X0}akEl#Se#2Khs6MZ4dl9gyo
zSp`)yFtAN4Sbsui#;{EU=SjD=Cdvk#$F0hx!U2KfsqR}tQxwFU;ctH(@LyxjUcGm3
zl{QKzP-Z6_w^lSzp1V*zMkPu`G$dCMeQQF$_`4LSVet2@{3WnkZu`qCw;S<Sg8dc7
zP<8TGuiUEWzuNx)#Bf=7<+Zu8Vk(@;Mijm_F=yF<x_@JGS^mjxW2qQs4m@K`9Gy5G
zp{A%PyY<uSWCDD>HZLxGezWjS%bokMQi|V-D845ks_{C1&F0oI7gmIAI(D)?*M-_g
zt<-46-c~%RI~TrtC+LbHb!-M)w`Q1Od@E!g(tNBJDEE}|W!?H?gkh;Hfa%wv-kYE-
zTd33bEagwAG6zB5d#9!@QQ!aar%L7*fj=ggIKlJfNZuuVucNQL*iHt`=C>9_D?>o-
zoEP(ME|`YkJ+@wnb$jOp9K<=$q@yko^u?GJpGo|)N-B2Q1yFY%?!5`X6%LtO*Ft~p
zkV9ZeeGFQ%bT%D>qT!F&=OX_~(=s4xqv$nxaqs39QR>@Kp0rSayOXE1I(P_$d_*;1
z1LzaKfD?t9lbxK>L_h5B59(k26Zmt3=79iz`1tvF{=j~Cxc>?J;o<q;fc<c=v-AE7
z_rnAE|G%Sr(Ab`sxm%f-NjV#NQnCFnqI;<R3%X~B0~Q7brakMb&;rT-wWv|+3s_J_
zOu}yX_n*I;@Rt()a=~9N_{#-<x!^As{N;kbT=4%M7dT>KpmlHL{nLoPv5g@{G$#)q
z|G$iA2!0*%;lE+$dHDV}jOc%0=l^Fm^uJ;1si2tp|3_AJ>RG0qL_+H$8Mf(1LA0hj
zwzQjy^y!hdwA4kSwA(aUC^XV|L>4f2{~LSn7+h)B_I-vOb?lC9c5FN8*tTuk>X;qd
z+%Y<~I<{^5-Pet$?q}wis`)ZC@6=pX*>%=l*=wI`uVe9C$MO5iLx?~?qKl+qi-`#c
zB=talZHX=*_<-=cn;OY-I@!>wK}8yEr7FAaN{(Oit#P!Qf6TJ8xty634iH#GO(PT~
z4CW`7%VM!Gq<rzD)ro@v>4NV6vp^&LEUD@F>gnZ0A)BP;=}G?Z0RL6y7qiDrkAR<F
zPS;F@%HZ>M6l~`)Jy<d%Q2{G}LNfO8{{H^aYUf8fm&*!}rUXQgaZR&Z%mz!oE18bt
z;%2d0*&mE!&y~n#GZ!iJts!xqiN$EH4<u}0Nal_#h=Ji9T0xOlK+g4pjl5|9<u|=1
zvpAjh7q|X=Y(%^(O=Ylej&j}}{NjDB)CdX+`fe7Eo%}7)X2JX*#{M&6;?{XyG@yt7
zmq2zx45$G<G|C-fDL8pAkh1FX#&6YZ&gizmd5cL4j0ZM1Kb|!azBQ9QKF#LgaGR;$
zr%|m|Z}mQ&-Vuev9M54e9M2}PEXConD8*s6JBpOri)U47DCIKIFj@WS$AhgojSgW6
z`kPPSp=Ux!B2}m!V|F0EI@FjP3C0<o6eWuer4$lQG>A+%<N2^!<2z5i>-lgwnN#uo
zqg;BY{_@ETP}I7L08h8UbH0^EjaIMA+T1*%l*l$qsa0Ww=vIs@Yzg^3+!ul~GsRU@
z`^Xp{%tcj2I*IGk1*{YzK1&(2yeM7<+)zNihaAjB;2^MQETsanLNyA?N?d#~&StH}
zVk~6>M=WI`lW&^a=3=`1UaQ$=v+cfP0*BoiORL+~+4(%YoX9o}S6VbyU!2#e6wly-
zk>A>6p3^7mWT@ZNCpirF$F;zg@J%;h87Azy`}=1fvqUjSCb%+4Is^v2CTT;@tO*xl
zCC}s9e1!=$mIBN|oXt{;#oPg%*5qoN%_|T)>1MlGZ~M$S2lZk~tKQ{$8_VnEddcN?
z7<;}7u;B&DDK=YgbV#maC0ZCMn<j|G0dcf+=)A@^&~P-Fya!n}Ruu?>&Mq!55Qaml
zhD|RzkICm@VdFLhh_Yf!S9U?&<lQkJ^)E98xwVj`p?<QT8f{<+Z>cc?iJx5H%1Zu|
zpiLmB3vn?vON8G8s0k6QfvSf?lX%=f4Bneg`=fTP*VM0DK(!u|pP1ifbjV?>&1$FJ
zXP1xHqr`Hj7m(+sXmvP=XBc(_G{}`v!AqUon>_DAWlE7s8ox;VBuxJUehIAMYn-`6
z0~CySdkLPtiuFp*I4_?lL`K$P6eIQESxsWM?rToUyTLuGxZgVXA1{Mds9>`A=ufM~
zsyUb*Q~!yK528<#Z_{s^O<sV#&tJTl+O>y)ovNgd3`<QmXKRq(Utdk>bsHRBf4xIJ
zL?Np_T&$ZV(=T}iped1Z)GLvrGl`fXY1rCqG+G!{h11s>hmc8ECfEPgBzFpzA!_cg
z#~bcwbsC%^ny03jB%WvM<lBNT5S}L0k0Rw4-7cackR|+5Ir^UV<oZUS`o8_$-*Rtp
zj({5?Ij>vuWpTvLia_?m^1L950O!?&golfInIWi~-Y;Ws6WM8#Sr653Q+ML>{q<o{
z)Uk{D_2F{8)26RH<e=}W81JMH)aTV7?R|Gk@OkP37W1XNgYI#aTMji_(wVr7t_*KR
zMOB`3oOmakzTw11VyS41OM24nJQ0y|d!A&&KE4Q5vPomHuhJm}OZDA|$9_SFAUnhC
zDf>FWd<S*Xi_5W_>!wVNH{<yR)c@D(Qg2*w7vB5ua$NN*ru5AiQ7OXPt|Nb?*YDA8
z&4=OAnxL-Or;LY;yNn^ICR{FeiBYpVM5_DEmo~JjLRQwAN9)bn6>s&~r|GqVHX!Rj
z+dc2C>ni^Rpgjh6BOS#{vbJcfpk_QkriI)fLb_~eMYkHwVpTPNuc|{<#zq3Sj~efE
zaI7h9mSEalO%S{kpgI&Qa)>fV>OT8y(FSSc?Y&p>JquCC@l~mAA%Z~dWx`NTj_Y*Z
z*Jq_5LeHcN@98MeZ-X=C1+TBm*289Lk+&xHrEL!;$am@P#Ik$T3-5sSkadhzm`t!p
z8+UX&ih+-|`!~T$LPwsR^tZ5a_*N}Whb@0wjQ%juAaI}W^H9tDX^P28FVJ4$>%s(%
zOQU8@+Qi+$oQ@+uPozF(7lCxTzFBCWdfvx)iPDBx`YGe>qF+nR{VdD*aMdj)i*zH@
zyyx?~8?|ON6sYqee25k-GgBgeP_uvR*;g&Mt%i~8Ds!5wyR1~sl9jzlwm&OS)s*Sw
z{So!;9H^?_Sa^2Xkk)suGm?HkC^Yll8FM&<<-ADhM?Czf-<avc=RTiF?y_~ZNv){x
z!Z{&3uCQ(t`TFd(H~dpNPMdnaUYg;Q^2SJI@0^5)pN@enAoGthg)^<4_Ywo&*-{Jn
z6C?3yQQQO3a4x?2jH>xh3~k@#{Zu`NkhiXzNSaee6(5I?l(CwYH%F_JqCAUa2I45T
z5``jW(G;DwlY}Zsx=7r&1&VHRsk9%)Gh|^}a3@n@B1xlYykHA)3o6M{7!Cs%diN(Z
zONN3r2k2vgKQfp<P9R}2l4_QYm{kt9U(_2m)>gu_n3vR~y*W1kmHb*_wC_n)Yl>#A
z`|sr(TdUN1Kiu#9OTM2AFIdf<Li;_{l4g=+n5L62C96rcawScLIL5pceM+`!`dPG|
zl+%!bR`e&1C(>3i{}?*yKJV-59)e2Dvn=FUSSf@5DW*fRf2&yCsp@OhdeL@z*Ilmd
zmEEC`Y}H7R_q^b4b6;dw-=toQ;j*vKTft&g^O7dbPaILw<2tG$OJxw0Pe4*mQ~zR_
zqF4V>k0>*qVp@>zB)wKPd?FneNXGlN|7O8kKZnOTSvl#L0bfN}huCluy@)ztUs#rN
zs>(?ad+%ar1@$@srpLeE)T{g0d{15S?aXa#)_0RnV^e)rdh+zivp-a2ghbYLA}?Mb
zff+~_eaCF{uA^r6z7ECN>wXzx@K)GNl3KL#R7o$gC^8J^5`@KzQu0ZoJuUjd#~*zw
zXv2sp6P)Ysy8AL6g=70P3$K^p2z;8mp`6UHdABcb`{MYX(BV~}oUkEfRuz@!x4?<6
zTY`0-gjEg4l&#@xIAhaE*E0!N_okEX1Zfa9;Jz+L2)Q30^VaB)=XV86NO54NEDu<h
z@#+7uV>wZ4?nf}Q4L>&Z_l^?mnx-P@sJ8qK!r-OxDyOABw@OIB)_Bu|zd9RwACt8&
zJ*pO#Uf(m5wMbX>YkxRYb&<XPjL)4h`qm(+TUp#)8hy+So0v?Tw1$<P7Dz6#?RutR
z_Y)nZQ?>2fUnpO5v~m~SO#H^aS-D)0Zp29<SwK}FS-?rsXOqq12SAL18VJine&)DH
ztV;bTMqHRHu2|5p>2_B2D$;o?Pg=EYKQB!-%ERR+?~Wy?@#S(I-$<0wRQnjA13<%U
zBVj4eN<3EG;&myb8nU)8MF=jfo|Z&EFzu@HlBA#-zC(1qKzF?$nS`8aq?9pQM*I9J
z)l*I{+1&b;#p%=bJfrplKS3qu14aagQxNfKKkEHPmTkh1vnPw!E0*5kZd&(?8)s{h
zwjO;{MzW_r$=ElINvpO~F;^ds_QfA|naMF^9o5!cL+(0Ur;%czVj9HWADR;n48!^#
zWY`dN4=CR79U<>&A}_8~ZW66?qdGu{>|(Z?<P86w;wYZm$*Q7sz0lmw(TtHeE1qq#
zbFDQ8FM;Nr;KQ8RV3-`fV9;tTH6jslHY={%`h8Q4&v{PaTSH2F)tZxM-C|SdpCrHB
zt>BC`5eGcp@=|A9WEu7fHm=nrWz@<#7?yG7`2-mNP!6OZ^KG)B*7COAVK=RMB!i(k
zt6i~crbzEdlTmL$-z<l2)9H_Bs_%e9&qv(P+R0g59vc(KLEY&R$(gKF_-da-y%eq&
z$b$yc)7GL&OVaawI4c?x(3*&9X>8uQ<yuLE6CnMQIHz%icw^8Nd(B0#V8mBK&We6k
zw4-vHp+d|}V`A7)tX?Nk=ZmYPEA|ZQ9P13-6zc#P8&Q^<6&5ho^i;7cZ(nZ@ko5Yo
z&quY5_^uJzMbmWg{sKISaJuA0v5IPdSlO{QT*KedhJ2wh8-!Z_fyhujmAaBcAa^e~
z=!1g?k$KlRyLHhHnPK=kxEPWe*!Gvk_;Zz=uk<MRrY8^#+NF~W)%~td`QmoJ0=}67
zt9YHMc+ssVxM}8{e9`%cr3oX~Q{ETTxW%R-?w`SKIdR|i)Nzn8bu2^Tg}okhoE~i5
z^?OGKarohKaXy`PN*O=fHpAv~Da~7xpQl4AZeVXu-HpE9Y9^6UBOJn{IFv5ZR*5ST
zPoi9k>pVDLa=qmA36btWA-URNZ_rboVYL7<3WF|zNLQ6P;lh)Lvsth!+4WbI9?QT!
z%Lc-(4J3(VbrhCPvvkI(LwL2JvwSMgV&^Y<Luch~1#uVYyP8oRUzso`__Sy(E<=q-
zX-liD;5G<J;X7cU?#N{rJ`fFjY3@Oqbjf$K4t#}wQ2ANZv3K9%l|97&smZ4V{kok9
z5{WB&)(@*9^o0*TJI2dwBaAf}5eIO&fy4LvDgJh0^0tU1aP~ofSu|8M?;@!DJxI`I
zL7Lz+=(<x}M;`q`sS8&98diJ2${6ynAkO#4m=Q2q7zoAj(;G#+OHHQut;hcqpv_~z
ze}toX_`2!$=J1Re$4mZsGb2t%iGtKxBPPVd9Kr&!BZrj;=9}&2oRUJtB{S8mn#d`B
zR|g*}%Y86CuLc!C55S96cfJPB{cTso++3((BDp$_9khB$Yo5Q(?6@MoPS(55+5NBu
zs==9bMz0!ecg%EY681H7U`F8%45ymAp5DC4V|5{(UiplWwW-(LrpB+Zg`OsesvRY)
z&u6HRPkPRyD6S2XW@l8O)esXBl|EaUN|W<bli9Q93q3_p0EO$r6n#nehf0!4&dhu?
zHs61$zUC?W34t43Plrn|l72G`bHBb4MhvqrMdK<Qu~vvNY4urZcXM;v;OcN#ZN_^M
z3`4_)Fwy_nIyabdl^!OQ?=byc|Jl43;-`byemtJ{SBZkqvu7J@jUf>?<a&~Fj0EP+
zlNP5TJcp$jhmslMST3%u;T~cK1ss_#BQNBHU>`t$sPD;N$m)m`vtJ$uB~x$8V-5U1
z%?-gh=Xhne(aJtRO^RQ$M;g;YJ+y|sIpl_xadJWvgvG*XRDZ_#nZxHR*mbVTCEG$1
z>u70r3s)U*O0@*39M}u3xF=Rk8%%O-XC_iET2Bne5-d#=={QZ2@lrMnMyM(zu{-;Y
z@@Y`BO>Lf1T9rdnLF&J0KolZ;ODO)Ku1g~tLWvfVyOVgc=JZ*<zuEZKo^tTp7q(_N
zN>TWf_pjJ%zQ@WpEf_)gr=cHIddNGH_r2PsV&vJR84i-7rFEl)^c9BLSjKsOXu~Q3
zj{oQso_~{D78#p14oem%<wp#g!l6&vzcw?DuAll{eyP6X&7e^|Vr#(wzSwM&xj>s?
zkuwy7*Crhr+2RNwlWDq9YO6;<?m;)oCb1zx4ZV(Zkyy1PtO;|F)|J%5rgc6-I!Xb6
zwxX~v0e46QioOrO;XbMM4}paJSs+aK?S{ekdX%Q7<K+ZMOneyA>-u=9@x8CmllIsJ
zazBC4@&&EWqJ8#m4`7r#P%M1iZR6dJ3OKB7yk2&HYSDDRzF+zhj1n}y#eKl;$IWlv
z>pgrBeCQ|NZ@$Szt_xk<cdgxYKJG1CcD-J3YwkJNb-&}#-P{2-5?nhxb|z3MHr#jN
zZ8BLDMo(+HKcs19uNHNE&ga#NFl*iny?=HAOE|{Rd6(~^;#u)NkFQncN%z@E?@5zK
zI3Td(6g*I~>Ao8bhD<yv63M7Q9Wcf{YYk~+930~;?X_r+4B=Nf_PMbCL-x5L=>Vz|
zTIIwq4+Q>~;A@qT*C#-Tc1uw=a+IU<zF2@ufr*(1G)ghP8VEk0@}qa~+YZTjm#N=+
zK9uD_mnlT+RIbh$J}P=HC`dg<Kgg7-yG%Du@MAs%LUpZKO+7T}hFCl*_8V>0f49k~
z&8xI(VJw6Vs;co-cJ7iwg6YU@Js3RmZ3=8|O<%3->cj?K2ygAxZL7Taz<U#75)wl6
zL-FeUhN=ezJLwxf+3FiUItK|50HF4S*-nAHY)XO<a9P-|pF_m5pBA}Prnd27AAL%C
z6T%Q8!E6Z|_o74Wd<5L1EQ16X^=)^!97FTP!z0NP+`WD)dAdsVL4$UN3FvnI3Lb-K
zH8g?f$7l2@j>#U{Qxe^i!@m)R$Y&y3%!$Nd1i|-&L=YM(&fUEkiD(wh$NtfXjCCmd
z?t#naz4BYciy65mOeWVu1{vZiFPw2^SO(&X2-O^42?Ercl30d?85Puf7$Rc`O%Q}2
z5*jsTTm*!GIpBav6saeS__qkj_rJ6M?_PCV$^@neckl@Carpe$V^E^b!D2$WkYG>K
zU?R5Lp&)!MFl2ZZ0U&&hAV0NQi2M<4g(Sr_3H=f21okj&p|^rE<!66lKyL}dA+?6!
zfIV%ICpj1Xo&EnaRp<O-?`?d)lMe0^B-~dp^keWw5H4;T1Bo&agbxjw{9Aei2%j<7
zgi$2W<f6e5Vy49Yi0J~iX~aO2BOB!ZOb1@cr+JE@!Jgzr(#(y?!Jgt_SmLPu&i?;e
z)%A!!*}smc^HJuLu%Lj^0f%A?LPt1uh^t;%%3}#Q;7AS`zV;hF0P)_y`0i;$eTly%
zf(`GP1MKO_A=te;6KGL((abJiTu|>P4xx@sSqQ%0P<(zz#iY44@Sxu2^7fzs`2RT*
zT?OF!3y}IF{)ALR>Va|u0s9HUCxW33oD+sYp+&%+kTmQeLA?o~{%h*`JHy|#^uKG<
zD0yMzm<FB^GJF2jhr*j$1O4rQ(;9cz9eoT4U*UCr^WSg(u8qGN!{2@3@1fxTiIK1;
z?77zYylwTbmFNmy8GL{vaKGDHSFnGMignqSK?Xb(3mQi}cRGkQL3*+$5aV8y_M<MK
zXhZ?~^aJyYd<{+<5<7V|$U^k%i~tLuC%RgUd(12Nl8SVM4@SVm?~DlI2^)X_HYBFX
zu<(BO*WMhD!3idyn$+I;zC7d~=d>D42hG(G0wqM#f?E|dYU4Q@i`+iFk;wqpj&U-G
zwuGJu>97O2bPk8nH8N@26DbhqZ(w*3w(2eRuAjj$;6b+sx|`R`z&lETEl&RWUQkm~
z;&!qXUD1XDk{v1l6+lxwk;YS2VrKaHr;Fs@cbB}}>x$szMfH63qW||-(w`k?vIus8
zF*_(u<;AA91`DX6a4Z>d-N~d)JLS@VPFp}bBXQ)C-@Oq)T$geD4<0msImZ0M4V{DO
z`@cPC*#8Zs{0|QrcBX%N(EJYs$p7Xe9;3+nqmL13{gwt_i)-uY%$tKI1e83I)<xi}
z!b!OxyhWmafA`@mM<byq65`?0<mI|o7l|r|5OFeNolq8;Io^W1aN`-Y2^7`MwzLvb
zP4(UmDQ4L$r>t7=q$2FoMoMDe4)quGIyOm}W%psf*1RSE#?Tb1(QoW2L~<4c)-l5?
zq=ZX!zmTgj34^8$=5jYx@G#s1e0s9+UVjzHf1%!gIMoj&Hl-sGZSQG9i<B&$FzD^n
z!$&hBhkm`xh^bkAeezgVzdKr)#d~=)jB7TeQ5K>|=9&}wraE;;Dw<N}uM>V@MZCsF
zOXcbKnqR}WR=><{qtf10HHvIBIZ3K8z2aUaa?;NtYIju1w#G)sZLaruGi8J@QRj!c
zfJ8;+;8}tEWNp;_dcLx+1$nz0f5lx!`?yOOlBC$1!ml2deiOWF9;~C#{wb*dD<z5O
zM-?I%l=EO6*>$A7sgupC=>v-QP%Hg^w&g!e^p`Eav;CJT**O2h8S0<pP<eyDFro4W
zj(;&d|HTwlG;y+XaWpb<B4q!IJPM?Y3flpJp|;MzgufaCFhSPD*up@_&K*|kuLR)o
zhme(%Rp&3;{|jaMkDUMZyOMXbGg2~fCe#AnNkj|?Ej4imvP%DfC>8qGRrp_5NkX0f
z3{xQdtI-KNG5r%t3Z#nyX`{fh{3BUenU#?J-xyS77D6_bf0XU7&-|N*`d4mA8zx}(
z|N7s56!EXLe;4szSXK7FVlMvgVpTbq82>B00tjpczWEOyu>VW0>R+D${sIOdP1VT6
z-r2>#8i;NE2Wyr6U%?&!N53)H|CzP=-+J0vXILWXqtAZp=bTRe`uX{27IYvX2#RTO
ziI2x+=g4Sz<@n8pTIzB6gKe8x@erb^e*g(|0HFvNTm~6Tf@4MUaIz55G3kKVnU7;_
z*e(?*JsUJKM0yOYh^(86>H(ns<PrFs)@Rf2)~=DD3QQBS5!M`inmSiSpu%4j^zVfK
zKh(#SbXAYvtDm25SxtFo+JCqD7JDU_-(PZ&qcnEfe67CT?#&HN-Q1hp+<e^JT<u=F
z7h{Neo0}^*h=aG=Z|s%SE8CX;z5Vb#!}hqmhq-k(v2L!e@EzTYb#91+M+wQ4CYQ%J
zHl<B8l~1TvZB)*;PfQ+f@4I!~B>(WGXr%k=Yp$@%KsK@F`X(3V7nXytANfhVs?Ll5
zSwdejYI{e=n_Ys>ryxYW7T5bh?=C0r=TU1m#IWCdahvB?{Ul6O$x^|>F;Xs8To&_V
zkx2@qtvXgQUN}QusWrI2F03!!_VqrB9`0Xhu3as;^HjD{RY3V}R@K4=1Z%sH({osW
zrxbgs_oFMP|Lhc74QilW-=`j?xUypmyq3z`+9z}?HZC4RSGm2o+mZCR0||rsW{ib~
z!xcHOB*{V=2^U7^D=FEii!AF1Var5F>0z+R5~V4alf7-coDTQ4o_e#r7&h8JuX?5J
zx~>-%yC0x{CnYg%-Pa#(-S0ZK1m2(G{7)N*Ew_CHZ&%_1oj@_vpi4iHgV*gxzhOMz
z+c5r@nJ{+zo^z<rYkuEDV1S#~B~YmGIve=faO=9y25fkro&wKvIv+O=*;dnBp2}R<
z*w|Y9Zbv7e5b>|%?9KUKZ<oF78hIC}uQV!p9+m~lzwH-$c&lT_h~+e`FFvUKb0o+S
zfb0TFG=6Tz`TD+4_}#3#ZHD}L0Sdc*et2zqoF}vEwtdc?-<~G+l4gz{h!hcGuEuN_
zH_lr;lqa89^YL?buAM#<$u!GTDv$2#GZs=tl8#8RY0(~NRk_NI9PVk;XVUGVNsjjm
z&&2a5MUxrk*^{TE5Z9?Qq96{u$^GcTlNp>n4ptsck!rQ1rbb&1RRpWuFVbe!tKO4t
zZLBOT(iW>mqh412V$z^dwqIn;sh2Rf+>xXvLWU7ugzCtrquQTOO8J&RXACJRXHp*G
zSfE^W5Or_Zx_V@7Yc2OO=WC@-_lGOy<H6d_t!u8V2~d&=wc2h5HN;+{+wFEbxpDBY
zJ-PjS9CJSMP-W$Ix!%T(YnyY{^I66ZJi~h7*7G<#SKIu6*nqJ?)r9mlqMptwtiQk4
zUghGg+-!H-XFq6Z0-pztty_y#U<st_K=Gu}hvZ}Dm72Rt-F7cV{<Ijk*vGi;mlrL7
z-P(Hg<wlF^dGGpa>La2V>iG50p_*-WcGjg0K{Ql>0RS*_>XJDjXvc^v6B?vZH5(hY
z<H(gNX^N7Uh9sMEv#+fh0oA9$L^mc?q-YCRtrFwjf-4LzjF&;X^^jN99g)JW)20Hf
zoEw&9Va!D)(NRljN(8nG==sJmY~7O*|1@Vrffvm;xPU;JX~|OYw-I8&e+VP)wdX;T
z6v;0O?lB^*RjT_vrz9yNOO!0*rPF0jn1!sEAOAIs*ilSUEV0&-$d7anj)DY+>F2dq
z5Z@2NE%=di?<J_4sK^LqTC8fdlNhP&UBw>LGV7{8l#~ONltrk4NizFnttwS&JzlMj
zl2po$Dq9)_Yr%J!F#xmO=L2)kS|^UPuY>Q`y$>Jri8MoALqo3=CE{vvk5iLV)j9Y&
zoZM~Rrz=&NhX8^NKNG&?<ukj9Q0~_^_FX(q-gSOnP7aT!Ed!cOONp5C^Ybvo%`S)C
z!J1XcGQ2p|0KZnS0XYsOR_LOl5rylI)5Fgj@TTs6b^W=r9-yZyzp>`UTC0<<YuC&=
z2PaRf)2>|m#zxM$Zl|{k+r|ldSXlc|!G>7-!rEF|b9uIF)uvU9=DaOAeR7hN+-THD
zG%0nAB@V8Nyi{V$a&7yJ)g#WlXMtw6+@QF)`0cVOQI6d_&Q_K>X$rCk(YGjwKqh@f
z%D`V~(d2I%@%%_GZELo1pTe#c%JgBvdHzEc#<R<f@e_sZ>vA=l1h!uVjp2PySTzy^
z4EGI1rOfuN=`keTb$n~aP954w@@h9x!y$wn*>J8rJ8kV)aQAZrYZ&k&C=5rm*%0k-
zynONr3q|!+K*G_%bDx8Rco4E~+rfQP38vBGNLvZ+Aiy_r*A0gvF<^s{ggx@?8A-{N
ztdZVQ!uy3b{KstLAi(&-;0iGjL;3>ZVYeX=h<2OXQMM(xeh$ML@?}<}P{+HhQ5ic4
z(JIKpE+-{PA0}*z@FmuyS`xNtwl0){?cJQbD^?}cSj#?sId>@OVmh&#q6jPaP_6ni
zQtW6*n;2OvB_$aRTTiIswC`G^L-(gBn3T+zDv#38fF}*_B1a}PGjZmi>Q)Q!f(PsI
zu)SgZ_SR|CW0u1Md~Q6#H1pY+FJYy^ml%B*Agm}%p^Ev+9g&@gujiaIY}yp_FFPNq
zfeayMp~o3uXU9Fr$pQB+U4VwxMXUR2y;i<&)^g%nnK%u7=be&%wd|`a88+wE1lAJ|
zW{E(W^Bm>k&uvm79YuW$>h%XC7X}hzeaB#TSVQqi<LjQ19U&g*0yNYFLu#_n9voZ1
z=Dyqjs-PYS81){U!L$?wYLnFRxwHECfdt2ngJ%{S#gj<5_(`%N?YGC4jywU5<b>aO
z>XDd`;*wItv5Pc`lG1Al*T%Xdpp7??+T(}xdR-me-4ryAW!hX_-ttvRDA(={Ghn};
zJAD;~p%sWQB1MUrO8QXY$cXbwi4ToAPj8<Kzaqh%P$S)iTqQhr_~K*2hZ+5(B%C&S
zgy`(e<wt`b>OfE%hU17{j$RO90qsSH85A(&12BB~b@KxLL1<5p1wF7Vz_@b@!7E45
zL%RjXX%p)|1>C~oq+wdHYo*PB;rsD?yXDaK1yD>O7ti?u)X0_-MsV{j$xmI{cDBul
z(ITF}KvOX}S#y#DYRcSEoKrCrlQ7B9oKvAGgnz|P9Z!uF$w;LrMyAC(Dl)}&QIE<;
zjg(?Nh>~=bZi4^$T4YEJYu$qy3u)xf)uUUmu#tX=xZ-~z*ZuvXDO8kdlXBj4cOtv0
zbHsha?lJBG0nznwsBZ%Evit2~_44BUJb4d@D)MtbL@2?az$#gu;zw-iwnTqwq-Nx!
zB_D%Rv@$XJ(dupWcy@77(nPUx`j1t~saimGb~d-#<yV|O8j8d6H<s)i-7dBh8(Ud7
zL|25Dw55vks)?ZWXCkzer19LZa_nqcO|}IKHVf@f*@YtIy5+@6=`39OEL26awqepz
z(nq$wfEvwGe@UcEe*%y~T4rr+XKr2)tUW#^s+KeQM#0R16PNZ*d^_S_TU`?;;X(wE
z#J)eU`cYtlg?#zRt07K)r9HfY;iq!b!A^(`96o>y5^tMpCI#j;$@iZ-2i)l=8kPot
zAtK!5Gb;Pnc_Wz8<)juRChks5P@x#NYE~<cadS5`rh$F+?<Fq(t~U;C(Jw-j{@@XW
zP?4A#3l@Kredhu0%dZdfGPZ9I8m~AKoHYRf=IaVW8S>}Iv2C3m5v*ux-(^L+Jooqk
z^mCSq=?F2@Td=R~r?^n%HDl&HK0;`KC0kTq;dgFYg!bicu%Y8(sN?EAr?)LUGZG@*
z&9+QfM%&QU&6P<Zm0tbbbw1n@Uu(WeOhM@#UIqIIrZJVwe_?FMsHAV7t7O0SGiPG@
zDWc4J8pAVg+qfLfwwnRka^wV+#Rlj*fprfQ7^>wzb8uILVcJ3D9%qx+o8EQHs3fY%
z$qqXjBTW#D3)_W#CMLR50x)Ez^yd2l_)(zQPtSw;<~lofCq{6wn!CMfSvP-0o9@Ou
zyR#77Q53{bbz|R!X6`P}Y>&KqG1%D!Oc%3PXLr8>S8Pweqc-0T03R2Z9|%L6h<;Cf
zdfh*=Tt#w{Vb{F&SDs3f2r@>E#O)~B{rFlxwvHO=Z&!T((Ui*6Ks>h(CNi<yks{<=
ze>|9a4Yd!2i;H`SuO?Pii342mj8q5~<psqck{lgPmU8Att18nH6&;Jz(UnENmeEud
zelNos(KuFT`63|^Tu>*#L1#=@*585^)n5Q@7ErqyVv5OvBcmIJDTs6i3hT)2V{s;3
zr%aqOY%Ic~ZjqZo0lgj~2W3G*nlK`=cI?b`h5&$rr7~pU#6{5SA&?j}oaXD*@7Z^}
z$ywZ&>L;#Gx^C^1m+Ua~w{aKNW#FJhiVI>@6r#?SfW1;10OP12FP?oCs@uFgFfLoQ
zh+|{>5+v9@msBWI5>r+g<eU~Ll7PNusK})=in-O~ji1wJpaic!qt5fCI>J$0CSpcH
zBH_xYDBvd_qGdim%0VeFe%zt~fS(J3VuhGCW$1jr#a}(%2(+64KPmuyf?SIdS~Rp6
z+d(r6R1fJ3qC70U<8l@VbuF$uk`x^lbbo<@e9D-q+p4v_n=@Q)k){krYTtJAYKI)f
zsu};eDby8A1Zt$rx=m)EbtBeY@qMyO;)XR-+BrFmGj;~m3K`>6A$vgmLh2$(fH@0R
zQ>G1lCY;KjTHAUpT%H~qClB|+kuP73h6s1A8e~IpSo^irxgQpeV<3px3Lwqlzqt1N
z@c;wk(UPLXfK5+IOHH1!U$O#N*r!ba$ag1}52C-upJxXxA3S(}dEif*aCK`&1RQ!5
zY#Xzr*_*Mgr~hzkW(Pb1+$Iqa2-bYIlQH!?>>rE55OqCXCjgu7_xE9smvdq-n10uo
zeh+4TVhn?NpZ9uB37^+M#nXpXJK);<HRpvwZZ$wJ6Sm{+716U@sLqbsZt07cked=;
zYn|Ku!@SeP*9WUxd@HDYm94~5kh6)tFhslTH7*_=A7emQG^Ukb7k7^JeFje7q<aB(
zIeNvuchTGt1}UTi(pI5_6nXlj8Qi>Lj0y)fYD2ovG{OGCqX@GhJp|s43cN~)b#bLJ
zO-KSQl{2y_Gm1BYGt@LOcGOTEqX%%@MM44_*}d<9g6sjAR$9tmle6PMYRaHhPea00
z3iJ<vjq{{Uaa_`o)Yk$LPMWf93J?~Mrw=Ppv@m97mLG$oI&c&=16AvhAjH*3kmUmZ
z!bnNjC<K^;M<<bfb`}FAL#LiMrta&@Ew6P>h7Hj~PpDWsVF5HB&Qn*vDVC{MDobU{
zH7u8sp)#d${ia+hiYH)9j}`m*O6;f#`^0mstc@}tRhFQH#$$BMf<?Ds{)h1vs?MR6
z_oM<!C`5=41p%~Mc@I0J=J#=O_)x;OegEOT;TaTDMvT}`Be`u<I04}h?+<@=kYP|-
zG2y&iL}%(*Xc!yxyI1f4|2f-7j_hp#`Fo#%9n~PFE!P74d}%KI&JOz@MDn&@`qI-(
z52-j@Ks@Wz7+qXx;$ZySvsC*v0lu<_4sE~rx+P1(;QQ=~wdOLvl1FVAYO*f@2dlP?
zT2ucX(iB%4k9C_z_cL1%^yw8Fr-mFpXLZ8sHvE?TW^NmD8j#HMOqW3!MSXw^A#ac*
zpt?cBCcNPchBj-$SWLUvp!eK94BQ}W0{iYoM-_?=@z^*)PMPZ)$gRC+u0y}}iC)DY
zuBr=Tql~XZ$;xc#va`6F<0-G_3I%IN056<%K`5MUeP(m`wuxTrMp1R~n&tJ?6>fgc
z)nC@OaR-mK>wd3Q{4GB32LK?crN-}Nj^O=Bod1o8QTF|rl+R{`&6kAQ{ywC$SI*Fz
zl&yH<!?wPgL=M67y=r#3^ZnB2$M>Lju`KWvLEuci4C~zzzSeqs_4bC4)pLBE+%R`*
zrB<Ddr`P+*Lr_tD?`u||+GD6gk0DiRcdX1tR}O~@6z&$IK6GSR7VVW)0Q~}fK%G6F
z|Csmng(uIL82km+J<lpXf@53>Ek}j=o6%1j_6+rA<u({A)ikd>ZB>*VCL;Q$cj_T<
z>fK&Gc6su2WTi-2gQHoxn)ExdiUFA$aGih%b!wD|c5U5?WibY#;OIU}NCki6!p7fv
zeF0bkzxN%J$BHal<HH5vTY2c!`Ux0M@8v3Zvyn75r3EUyZ3|Wd1rz&Os%!1Bz|%a3
z3;_FZigJ?4QP8oihJt1DqiIh#6W`DSvX+;Zs~5{-Jd=5om{H;p!Qkz9P|DNLK=tjd
z^yRs523jm{pgsbG3_5ol)=U`PnFKHxqZE7I{9^@Fku=Q<av7#k(<l+7wh583@enYB
zfAzs=m}#>Iia93iJ+?Fqm&MWEwX{+S1=4}JQVNCQOZrV8%3gW;lB%r023x~sY7=5?
zA%A2gL82a*JPVJ~Z{60hZ!v)&z8=@EbkHNF!5_iNuvX&q=(t9~50009Um7>9n6dt@
zMMqA<_8mg%W3P6Fs4OX3WXOaq8~!Db(X_O>G@maHb2>Q|hOd3mwsA$4jV&rLg3@{x
zyVbz@`>70D5cc&S(`LUG*~DJ;Vax#tGqq{U#!A}CHeB8JHZtTsCCs{SRsLMi>{#FD
z-wqH5e=A(&>6$@k{Z1ubCpN$&T{fw2QQ4S^O`tI|KGJC6z(<1o+{L*IAt-W{$T~dZ
zG^g8v7dfUIs5*>6+nde(PCN1}L#x1`EWUod5d0<JyrHkJ9boIXKfk!)@tV2$dhz&i
z73TLe_j#A|abWjxfE-oa+mQ2KJah4xS<`iEe_F}Ksqn=MrpQ7$BV~}3jVJzx-qH%!
zg%1W?p^m>d#wM#x4u3N2l|ie+?m%{SVnOFv358k&!j|j(Nz82pyRB}!N3EB)>+|4D
z?}#^--J(__Qi`LfkjM-aa>8`;^ethgfOaiCwt{izL27*(m4rqMa>aavY<4a+BNhr#
zwx<AQ*2%OKA*j93^e(yzK1IM31s<lxeQxFv7X)2xvABNkn=h^8vNe6BqF7IeJqKEo
z1}{PbNwS2{Neiy4s-glClT^A4ZH-*qm|YXcg6ch6Ly(JhG(}#VeoXuoV=a^lY%G3H
z@cIcfBnQM33#N9wZpkf2mM?{@-=0Gq$S%Nbe^2IHbYLWAEQTZVB>mgD`%H*?<6Lh%
zhRwVcdXFl-7WD!3zF}D|%jy1zaR+No!FRBY`h>{o+%$jNv~2^;mE>=+KGr97ga>}z
z{+dU(Ws+6-xgh#wCGlV$p<o{z<2j3A>%7P?sW-6m;2B^Q_7MuG`X~c+nRJaPgn{Mg
zPA%)IUTE<caYWxj1-)(EK*~oC<DR^q%AP3f$wZ2H=!vBINPe;Fkz)D#DT@fok?m5Z
zl*asIbn}*@!29WoDV0B92x7=-F@D#&mey}g4riA&XW8`401&-2Vr?4LX9#W{a2?3U
z&x1a$(sO>#wT4kJV$CQtJz}_0EA>-{kfnPFhcK{jH!7d0Pc{9VUXyhu*kFTJbvFZH
z0$B<BfN2_2tp464d&2m!-5Vnt`8_Fy#0RXX#pn-qZz)@p&-D&-=0qWcJEwf9uZfS1
z#Y8E)(8SE-$a5=#{M{3$+G48O_GpX1l{%hWL*MRJi+8+Z$Gw$wg}y|R{F*tF9_5+A
zrgaupkFvF$Tom}KE`1_om4hPaQlKsaibs`lN%nXBN09L&X&YrM)_MAo{Ze)jD>FJh
z%an4j%yzHa&d%q_<i6e1i}lZyOgkczzzHnBt4F`jM*`g&bDG7H8@#9Et|Kcwuk)*e
zMyA+QsMzqgB5$|Oj_sum?PWfzsi_sH!^9tMkG?<E!cad3{oHRiXxO`NCWkVb#rPK(
zZX8#fnqc2XRsHe%D%5H=__}>Oy*<xwn&!qzv~Jfs&kH)w`<{)xmhg<G4Vfov+09wC
zs#Hs~DN~|Ue)EGe?z!%aTP$Q8i;P;h3@g&33}&N$K^l(yb9w*AL=F8iq4M`J1WZ1$
zkQOEGz!pUA4wXGQAEvYT@V;~XK_C(_U$=iN4HlUEfKfiykDvA-m)Vfmj8I4pT-q8L
zupZFNxHK*thD_;7`FqYS7Iq?ozn}U~rGh7inEVHF2lV5=a`|wC&(Og8p*X)13FJnA
zXc7vy5r87v;<ONd@r({ZttGA)lfJ_dY86N_Q7U63_hy3sv#o-<otq%{g;DQ0a4W1M
z>5C^>!Aw4}n)I_FJ>0cQ5U~<72nFrqofex_a_4%sSP?Bb3N}%mgoru>YAsJ5A*2)q
zNXpVdM6^CsmIdf9>VZoV!4>pup0BjQi*RV8w*KDUa!@>YbJ5Dplb24*)>w_&s^1Y9
ziM~u;8%*D{;DRzx|HAA=@ZN9C&|#yIKwJsa1H)6mSIK~brNO;uL}D9zBf&p7GOxaq
zAa+1)S^n)PCLu;LBB5OTB(x@-Y{S+*a#pV%VBF#6_=Sp-WDu3U0<UP+1`s&9=6at!
z08*@{qo=2-kj_+s+A7~&4xYw2f$?UP%TTc4?^(J6Si^6J+<_At>$wQ&;Oi^jxV#Z6
zsFMxDE>g5JHA+pXjSq1BO2ZW<<%bQ=CCr0ccM=oI%KLOOJ3t2VFmT9#4No36ZxD$4
zJ>xmgpx2zShPDbMA7rUQ+R8L2c~E6ZVLc<(9Erz+ypyQk;sD0oT76Rcg%wRU$YI@o
z8pb-P2Cl`MD0S1c7KGL#XKo}3+}qrx^u#qhk$lp~TOGDj@Jg$Do_>^*V7XN;PQ~tq
zvvW(vc?Tq`a3o<17LxH25vEsyNw`$AffSQteuQ5zsU)>Q%j)qY`@QPDqD1W&&i%Y7
zb<=Y<#?Jfw^vcxlPTcP$@$)UQ`+c>0ervhrEcJw<$tau7#E3uDF4Iv*ry4-5OmD1J
zQDw9FCd1jb-2FJ)loK>=*IgER>#gW@Gh%x<uV$y$)zswW;e7kC%)aqCIJL<!amD`$
zx}w(v>rGDWFMDe2>iB$hbKh{Pu8Q!8@CZPRAj+0KNSx`IKSFX(R)Z}vY}&+5=+l@)
zM`McVgS|!nMT6E0VYyWx5+Z^HLk|C4V8K&PQGyYK!5~d&t8Z7iBITNjs1a0O9pGfn
z6o_^QN<d871D;h&v5h{Iwd>+VN`(`%?I*q%A;bc+9gYMJEh4{fzpMW;T1d(Wy(J<A
z!_uDzv0wDn$0J;}N(_&k_khM)qH-77mC2nkG31C^5qZs(yFVSa#~XiqPoE7i5$Q&~
z)sKuuy9awF-*YY%tn9@bMG~Dz9Ld)X-?H;KYc}-pymR+GA#lqv*N0d>gy(^D&_N{*
zPRQTiWvPx77Z+Mq0)q)XLWrqm>n^{J2_J^la{j#PJZ3vS1MP`sgPC*nyxB5Ys(Ud#
zI&==^yI5$;@5lk*e!-lz;@s3_`mzTRC01{Ij55`_R*^m_s#UCMtrYb_lR+?_%CShK
z(H9w3Zn97_=EQzl1)yDl5Xzh1<ZevF0Ep)s3(@V4g0W#9tYcZ<SmEJYCWs4LmxH6O
zo+*_h$H|rhFJq~ZXtH#WIXi3NClq&CBCCs{8#hb5ZrMC<u1IDUYj$mzu>o-W(q{X<
zadZu<;wnLu&7U(ia_^b!(`Plr8B`3@H9(!BI<F*Ti29aET@(WG!@`Nj<Av4{x&kF`
z7xc>e8iE}mG6oeSfoMe-?K(4nn&4hJBij_mdyyo<Y2C8_)UM^~?DllbszRD3m7W%)
z^o=ja*2c!d0b2|ArG8moLtDMe+2D9KMB4J3El*uzZGA^$TSrSEn^bl9yfFf*x0RcY
zr>}#H#d_}dWt+xcF;$Gz081LUG25v1Ja+z*wMHyewGpv`Q&jJ8ba;6{SMhEKw1@IE
zH0k#$oMVpZs_Gz+087E0Kb3N>4Cqm_N<a4!cOI6V2TK<ToH>m6a**<hNF&MW7ccU%
zZt}*8=6^yc3YAiZ<Y(E%=ctlHRmIkCR=R#U?{%(qXl!uXe;S>r0O<K%jkaID^~U*L
z74W~#@xPAzP}YCY`#cqIOgH6xmGNf!?8v5l6uzG@r|l+OpeLo#Q*29x4ceF46{@y5
zotVREU%pm|?N~r$CwgbMxO*@&GMoWwg?j9U%vBZiO4qEvdJNUP%U1N5HGma9taEfa
z?5^0L^<^$zW-%^!G=ImI3w@sv^OJESx_Hzq$}_HW@7s~k{=G{sgs3E1YR^d0e~Yak
z#-q$VCcy|DpCnJ4^6aK6;Xi8Fg9L~(cLvN^G-&2U4YxWj@u)9nBT$UuO;KZ7rFD+@
z{O%3r3*Cf?V>vZK`hd%6!@P!tQ=ZP%b6cqj=5s%1BmJ%dUf&)mg)EGKf(UDx4gn>j
zNt;82%W-WCVdl<)9cQX&3HX&YIZX9+4y+RM23s5UhAh_JovvhM_6T<FUfe$j2eCQR
z8Ac^dsX>weSx_+g1A-fgDlQq<g+atWBv>~&98*Pxs6^wv&!9<+GhNM@TN#dvjq!!p
zXeRvRK(2q@yIMwb#PmzhMz$B=$CO-M7O2p$8c_JK$S~q#NEh)=5prRRzAuL#%Mk!z
zI-4*v+M(sjURZcI`1o+mIV-mf>l&6SQ?5xlY1%RWQ!yXOs0<N1!^Meve?$E;I>QI^
zhm&J1M}|EVr*mRL0hL2a!cz11G2%ggogVE0CDLmI6+vAL$j5dr)GSSkRJ<-y(3UP4
zMM1XIax~Xhs!Urp8h?NsAmGr?sDOWUje~O|$0l~fpG>Ggx8nSKhMz<HC0bMnM3fPy
z_pwvX$jmI!x?wl5Gbrf1v$Lw8ptC|vlAD`{o4d=~)7ka@X6Cwg`S^M;_xsVVUd{I%
zb1%M?^f&_0zHM_OM!Y!olEkua)xd`)OUs+9zii}8Z;y?g{t(<fl`RVV3Neg*dnaZ;
zv&S_`dt5jdoDTlcuxgFbFp@jBJ*cOlt0Bs+{hgkHmVv(X2yS|^y{WAu6voB{n@y&>
zxeeB4->uDMtfJOF3X{I7=9tsWoZTNusnei>YkjuO*I~UFz$M$993su=*h4+}BUpza
z8xj9<be8%IR}191j|nBauD+%13!%2|Or1{<vI15mg8AJp)m-M5W*#W-@D)Z>pG>9z
z3j-$fdJ%~VieecSJi1()ppdQE((Yh`dO_Lu^t)x9GW7(xSx5RQXX<2uKB1ANX_0bZ
zTxrqH#=>^fnA)QmH~XY*$J?xx-utLp_xr~y|Hn+6-%VooTSfOvh2Il!kMya(T;P>6
zVb`?T(n+q=!knPU+90nH-;Oy}P^9fAXvq*BbJ#F3a8g{sbB`HT-J9olzx{D$xqDz0
zrlodD;Z{<B(<mm{J$moCUxf*!HPNuD**sWt(_VPKI#dp#b5+yzbOHy!@34Oy*zFs;
zy<Rx*FS6FIVT*z^+zdMxgE9m?L_b#aAVXZ0AK$<3iAVhw5j;XG@E+t|4uW;lNNfmt
zQ<5mp0s4n3yjX@>Ru{C|T82+WqTc$~2zM?CG(>9Oh@ym;V8!y@a-mpleFNHyzam5y
zIRu0_2J3LOJY}_M3fFOA1Mg0Zp=lzvdDviTNDk~1tRmOhZR9nFtYvOlZBBTJGABhc
zDbvN{wtPtq15LjusT}TU9itdkKSN7Cm=n4a=Mwr2nH05Sf;nlh^G}o9L?ITgZNzm~
zrF)b8eZJ!d5j~b~nR85MbMDONh-_lJ$5`a%OJUF}Snvm0O7f`jRC<)d%xtB`Fd~1f
z&62^sQ7U{DsIgX+B2OTs6OaQewz|B&^nxyzKedCfK09+MmHjD<j;@L*AYY0cesLC)
zg58p+Q>^-p5I|=zu%tIF$Cnc~gt~9osz{4!^@a3{crO*`8ybQbnv)~Ok!U~F#=B$d
ztTo$MvQ)*owcEGx<ncpTqWM+~SyG79Iq=+V`JX`^$C^b_KRqz7j#SEBqU}2`wqEW}
zi6o@`7}LqMXe22pol@A?LJQ3Va6t#S&e;Zn2Mb*ik-i368g!epfYjZ%vY)t!s7zC_
zXTX5C$7_}!($)MCNW-q%w8_T3_^I?`6uT60wo>v`u*%uJ(aX8z`|^=4?|QdmJvW{!
z`%s@}QwP(LP)L(jQ)l+_^L*lU>C_)dB>hfZ@Jy94(UOS;3s#C<gA@=1L4W4G2{2e8
zQdKG_Htx1>8ji}b$V=lRV|>D`WRh~=jEPmf79$?!Ompb^yN&XzjPS+tA&?D%ajWps
zS_-Q2SqwTYE%hzV*UN{wt<#qGQ8aLRp7i+8RXTx&TKNVT<6jC)*sxOQb!LCYhi=N2
zgfW5FVyiB!Qx;lzN^pKdt*yI8Q4R9&u~;`~2D@707^4j?Y_(9_R|@-qI7fn;J#-)!
zY>yS%`W2>>tA<m$!iJ+CiRwrLn(IIdQu~7EP=*KN!PC&U8!IBE9#+m@ov`0U{wGtR
zb9=v%Xls9NfMy=cdYbJWMVOb_tCrUyeNN}~idy&eWIKWPWf1>!AOFYk55LIgPlC^D
z0)8PAf>SLqujvwnfNR%IW@xjMil(wwMr{R8%(2~MnN!Zz?gX4_Ot$EOpG524)wKp#
zS)}c+0ULs)00K+fkk!}i4+C%C&U(Lg)^5!W9=fj&LA!JP+Y=8XRnKAIB78C6FPAmX
z6PMmLzRXKp8)-Sw`~&OLx|$U|pVp8_sGGn(-tMO7dA-r+1;Ee3(*t*CvRXInQl<Ta
zJvScA7dR9G0q<am#Z7g{R}<!fn~ZcH9ZtcNzQs&HDGwaC=|ac?;sg052PNpPyu(Ks
z<$FVy?@oO&9ez+%q)*GK!1kL%WP#{`mf-(X)>Y-!4WT$_;Oto4w*O<<43eWx3G;T>
zlJ#V4Pq$3BAa0Q*Lhmk_Wu_FbrXD@~b)X=wI9YN~ey-jyKeuho$nvug1cihU4v83?
z^d#A_NdBnVz0xvR+%^cFSQq~sK0G8mLO;y7*{?Rpd*SjC<jagXRzMB^QC~`b#C;)V
ztUpb6oCq|bEP1x6g{n9iwFhOph|qw9`y0PZa)~rTAec@<7y?v~W0RyaPqPhm1l2FW
z$R1KI;xL>b-|id}RLJ79MtQ<p8M*NTtge{QL7bn_aA=I+Ymfkw`mGSdYWbQ4B|}*M
z#p8SEfF4^!9LX-sPln|3dr!Do1iVDvy--Q2R0a`4hteizuJuy(EeVkf?6Nors_^v~
zpqH<UNl_MMV0eOR18WIN7<7vRn9gyHOoaa)MlW)oFMnyqwIS7lleI-TIxnPqaeLBH
zjI}BiM#Wvq4eec>I+!CGxGxyI{NyOs;c#<NAMjjvY=2m#;1b0al^t(rkW)aK>cf?j
z#ABWCtBfV+o(QcOQq7Qfdq;^tks>_}c-$~ZFB4Wo&wZYdA;l@nN&9MpSXKVF4SbV|
zKm>yq^U7fw*a+OxSqD}+QuUg}5D_r9<(-hIDZYEM^_`pBAN)}&_^bRQL`xsbF^JqO
zOszx$LFs~dYoIFmoeym`%1YJWGO9e~M)1$hWyFOW<ift&xOhA(^cBxEc8RTmQ}_|1
zF;`Yq(b56`a2D<v_1lt@Lk@HFv~<BjXFz_Nray|11f}=Dm)5iL27wIrA*a&SI*p$~
zB+Lkn4Pr9T60QX`{i$3x|N1MYR=Z&%Is<0Y5|DOAj>3O-rQgV(o91QRtgT6E3VBIz
z!iiTR$QPX_kd=h8F#~c)A@>^z4;zw2i)dg~<A8P?Q(6i?k7vXRlDLeL$pfq>de{(p
zxN4#^C_AyCKq-(JpU?f-%Fg$_ee?Mu=i{2-GqwAPfpppzdgQ~b`)A{j-wyg#%#(el
zw#r`S$n10uP9^$Kh192_N1JZ?@$7_IWZ(R6dzA}5y=9hpfX#ESP_>`nu?}_IgrZp;
zqb^;v%c%U~+CAVgXudU%QCHDZx~Z&+*?EDy*L!t-bM*evGDj+SebsIg>!O(k=ehuA
z?nj5`$`|17R1qD-w)5qrf}!JTc0KdaP7mk`b@X!aX1<ht$5qgw-S0e+K#P2e|AS<L
z$wq?^d=yb!xil5WoAdjxcp1<Z5ZjgoNvM$Zz}?@|I#nufzB%g`gkz|1yv6w1y4p_Q
z3b3s_AE=@4c`LP`VxmFW>izMUB+<=GS{jnaCDLTXLTCn)I>Vz&dAE-Emuw@N_QF^l
zt@)VhL~o#_AcK;-w*jrcL6XLb1?79t(%>saVjSyq^HdncPxbj|h`z%!3H~ntN<g*0
zu|Q^}Voq+gnmGsyRUZRMM%Xb7T1c6UwZ<2Y5J>tcEQgEy2ZeEp0+uJh*=W@5_8K%H
zVy=P|fnRDi>nxOTS)dn;XTUl9MGQTJhQfSAYd|V3Cz9BfvLH47L~9|Q91ucA5MZI=
z)Q>*INTk)MQ6(@H*aJ}yiU^1ljzlt&OzbL6aEgSOr+^?Jjv#8397wFx>-H%mLw|U6
z+9GKTrK6zUtoJ~PF;b{<U_We7JOv+Jxl*J2z)JvIx7Y1-I@9T<lm)dYphVyz;+vFJ
zH|!(x${(m;-zpY?jo>}{AmA!#>nqpl5Mq9Rlx9aEnE}x;Mw}Kxv(ZLppFwXX`=4l6
z#8wOG_hH^NkaL8N#zdTUPSU-wzlH5iH&G30j)lty@?k~*0Nd-v&E$p+1B0ol`;730
zpi|Ub4WJh^DW-RrPxvUH6jChA6<ii^WOPBM5^*w5TlG4T4)j8z`6j|4xXWZTUN6^b
zrSjRyaVeK462DR?H*0kq{xmprY7Caj?rd&tbbD9?@zkMrLs&ry`5mrFw<8O}`qG+V
zZQTr{u{yBOuRTfz!==y10gu+w#U*+z2_iGB>2#}Wxba~sp-PXB4|eyq5OC3dx3{L#
z30RtpwpzUotCmwFk&6t_8&jxIbwSd|?eKLR1w^h{r>CRSW3@P~mS(kNrk!$CM@Il%
z26Uk!fG#|L(QdLhae}!$HlxY!^01TiZ_-Ih>jWPnrV>QeA)7%YbuWo0c06Nl#z6%L
z5HTB5sx0pF60U*;QB4zOx_~+6cMGAQ$6|3?EFaDn@VSV-ePm+v_~MLT=X2_D#{)jV
zbiz+qi6;>Xr(^Mm-zx*%D>Y(fTNTvtTBq6`^(Likq2KDAUA}hZ^!oMl8xJ46_|{k7
zdjGxme*EJPAj&>Wn*F4{%Czl#%nJMy7~CA?%M(v&YRvW)#ny9$(PDmhDL-74y9=eU
zG1Iz~?JSfwme45W?rNraDUy2%nKHkzsti}My-T^lrTW%-esm$X@m#j^w9;S5b`~?u
z#Z3K@($RP3q2pVf!#ll?Am7K_$zS|o+t-@yS>o#5`7gdHZ3|ijKB)@4{`%{$z4RJE
zTd%(I)d%#tT)Doty+5DsHY)ABR1}jKkFu=PWQPJgXsF}57)unq6hRGK_%q8mmoC!u
z2b5wtCpkPtHhWwEJAq`NgUIA!SpiK!h!IALT^ia4OoFEcr!}h#Qr6~pe6+tEqtnla
zSISGzT{1?)V1_UO%<XE#0jLZ$D2}*>7^rsYL1&So0IdWp!5Yr$1|nkpMaZjGij}g0
z5q&rqqH0ykc#s%xJ#05?jY_dquXa1lj3`t~rF-}9_B!>vlw#Bnp<w_&7CW!Ysid>G
zkujvhw9wwC;)F!BRFqL7`DG7BRHKpLSF|W*MWRJXUzm*g7`fpnu)gDHr;SmeW$zL7
zLcj$thqW851*atE$|A$K)rNv>wN!4lIw)({$RCNA%5-xkh$2l3*td`cL2($OWGM~K
zLm=bW2<1ZRq=saaAq7^eb=nYv!59z)i4LU_85C9!Mhl3=KT814R+H^B!_j49gb<+x
ze)Py_oETS`1-U>EC4p)2M7_}<po7kZTD<}2LO!OMAS>ro+9MFfaR;B)>9$G8KzQTD
z(&;QUi$>wBl53=r5`d6W0Ap%6tvBSb`%)PF;wf_e5mJFkpcHKEz$cmqNe&}V%mttd
zql8v)yaU%6F$Aa~wF2m9F(WI}Tj?_yEy-kxc1#o9fhKxcT_6Q~Y4K37-|48VBJ3sO
z3lM5ER0&~`Hy86@d}GifewJ|noM3cTau#90gT0|g5~owx>n&s@z(a}P*+xT3rH1Wx
zyIi8-5r;fkw^<0yP!OX(Go-E_AF3p8Fwn16rrl<orcpm_9=>S62W84@(Fsd9MqbJZ
zQDAi3ZNr9Tr-O10oBf(G<npatSj1U&e7rxOjW9&cr-LhJ2S-QS2M1ecXNOz!@$T;I
z@NoCw5YO8t2yHOvv|0^pegI;I8C6PUx+Zz&P%!;&2c|>%LqUKjnEJIf(mB>wR`siE
zFjv*Q;&C{T5sfQ4x7n&+T4Yy?Ic05W#jo}WINUU5URn<Myj(7khhkV=CYd)K14_lw
z+}$<{k0*zX_FKe9%wu3GkDcHPk(Oa@K8KUwJSbHBU~Y?5fZ7Bu+im=xr{~D?4f@z1
zmtAzNB7GuRhM3?0SBYuO;mRaZWXQmbZH_mIJL9U2Y4w}K(f)kr^1;dJ;n6GiU-;Tr
zfB(DR`qm$P@WBs$@B`cqpVSwfww-^e0{;XHwdYEHs82N(Qq5;0g~#Roh5W`sy!=I_
zzn*EWM)P0Fb(WLm=SpL9exT3yP0`{r#gU~xcjt#IQup~(^QlbtX{q<cZ1;&|?Qx;;
zWKel5S$;C#U(PfyNbRNeu77ZloSx<W+5Pz^Xz-tX%*X%b(T&+~zs%!rJv`Yu?KC%%
z&7tzq(}&xQkM3)Cv<m!kDgffTfB)gDFTZ~8?u&PB-Me;r^KkbvL!}4ZjZ&e6@1u|}
zr~~+*3s_m19UWl0A4?5M><+S<kX=H48mjyNsbqx6Em6r8GT97xOto5(w-DsY-2t*H
zmy1}nSt2cFBa%!k76Um{YgK&r46i{kq&E&d5odEc5z3_n`r>M(oEVRiDoKA<9$hU%
zU!ny6fIA5_khZuE_9{4z2EBXTA*Pe@5c>^gE96P=11>CP=wvb}R^DExGwgMH?N+zd
zR6F*%D$UiZm$^ZCG3}b^M5jlydO>cLOSOElS*au$`jg2JwY0lAgAyYI!|Mz%yBQTR
zk%%a=2%Rz>^dPdBw+K&#Gn~vSSRmGD0!Z26*<{>qwWu4k6}~1A6jLCn<fA-!KPD#n
zFEeQwz6FY}(`ut_mC9vwJ<ua-{dhdVYK6duYROYz=a2>QI04YGgkiA9QQzzLi<K%$
z9I9HcJCvjx5*|p2Cbm|)1wBcZBvXW7z~InaZntXRDwmV$ZbaR#08${m2%sm(N!sba
z4p{za2P_n!k8qpU7;FUTC1&LAV2H}(^M_&bydG4=1dz#Wv8d5mWWT%IJNtXYV_3{C
zSV|i8=s@*&g9vL*r`KwAxg9>E&eCYMtya5k-DD=H-sUnG%n(`eWYT7L!h@kay6hgp
zE7n(ur#JD$STsS(g<fys{~))uRU%eNnJ2B*3wBst#(-{8bu@#Cj#qO3Ig1bh9d;*Y
z8e%u2ouCTIWCJ3<@%k$O4=5}^7ZDA()``pDY)r+Yh^B{ITZN27S0H>T^ChwT<#5YI
zfi`%hJQX=xE0yM()1cc+Z$qzE!6FrMyXh{(7MK-cjY^?j$hOPHLAzBgB4-QefJC_>
z%rPd)V{;JxKm#nkH&84>A#IE)l2=in4eMn|I62t5ef!#MHa<VUyuCf<)XK@sghCQe
zKrXY7U~M>Lt}k{Ot##viy;_}2$MdZ@=W)B$K+S~MEavm%w}GpPYa>^Us}eC0Szlg;
z1Oqh%>~^==<g^&9M%^m@F=EH)8qgVB1g0^3)9WSN18x`Dk<T_)RRNcs8Cr=TnPWx<
zrK<rZ88PT_@%i%Doi4MPf$`9_NX1-`uqi7c9u8+1Sj+qfK(hn5#e{XQluFW80tf`Q
zF&)5RvNDw(^CY~S4@|mlup2BPkDnM2T3{f(m9(_cQ)gw7+Q-MRMH^<Z+Ah~x<@&fc
z0+pQ|oiXqNkJ+?0{gur+_~m?c|0})9&jPT+JBOu#3z|!)KPxn!3>O}kIxETgg?M=(
zl3z%amW0Yhv34<D`f|E)5m#6!|8%1KOmSe#whdBiDWp6R%zZvu{6ez&WUTyz(0C?U
zdnQqSGTr!cy!d3MbrG(tG&Yn*=K7{@^St#>j_4!w#U=XwS#ENW{MiS*{+;u0ep78@
zeEVZ`UtYbnGddFU17o3YJ2`1Q_{yF7Muw=3gB$<7bF)4u(G&i&+t==E75Ky}z$yLU
z{K5S@_wU_%`Gq?VFP~gLJ-L2#c*dCEc6$Ihl+Tuukz`RW(t${mo!X(V=5Qt<fAC+a
zjdu~eANZ6Qm+T68Lt<1NB7?;Ueg&r%*Tf(zm=hQwNzMV3(5(=F5dI*H=<*{~3ZE6L
z9yAVSFo*=QPx0}V6$P^sG9Zx&=y=sq5uU2su9F*p^o1*!-*6Z911Lc#0K3(!SD_`?
z%l=@1AIxSlk*|dria4lNyA9wN^fxxAvxB|;CJlXqX1!9_nvPEnk3e4}8w|Q_vJ&X$
zn@vacYJSwM4qLUu*=&0}ZIsHJ!#+J<ti^ymAP;sLS|f8A1);81FBFS%G8)b^;xVD_
zJOB)+Ms@_o8+a9h%MSPUNDNSC9YzH5L^p<Gx)sq7AIV9+NA4=A+wYMC%Z(ynW5dGD
z$Y|(50c*3@$@Vd^WBtMiMe}1pW&uQ_M64~zIe;AIDGAqoCac=INX)2~>u^xODhBnG
zs+APMsu=JhF$gmjOeI$i19ZJUU|WMowLym*R^(AoGH{L;f{H|cWNbHpjZxuQnRdmh
z&4CCQ0bC&nB0H*&iBW#~Qp2K<Q3nKhS!HpyLG-Bhd*(eAWJXC6su6^q!mH(AJh$6V
zx&mfzf@JZeo6UAWRD#jvYB&Vmu#}fxRHH?=W-{oliwi5jRWk3NdFFWrIWgV);>AlY
zHzyTZR+QGg<>hr9pbLh~?Oj?}wivDJt2!j^ey?XXnSlquU99Q+2FntTat1}gr}aDS
z3^8s147(kiM}h?NgkTX7`T|a;6pQa}&UZHF$!L=9+MvT8ak)eafs9J-sl|%3jgt_-
zkPJsR`(1ideGWU&tEPzHu1=%8zdaM^-X;H}sBk9{3}<ONP!t|U*hs+TiQ^nA$c?-V
zY$ds_-)uGL9FawE1~b}cqv4g)lUp~>&(BYHcIULd0@SGv*l+Rqi-?I|e){PrzxcRe
zeVu6naBDPOt}L&P$0NEmu>tS~a8-gn4kgN*DY^-IkETs=VS)}@E#_&n<%1hVm<I>D
zU8v<)ynwKbbAVyy8VCB$ZZv_x>}E6BD+S)1us`m1Cm^b=X1WMy;Dw0h8-QK{x?Jog
zgWYIwSuI%l!KhB7#Y1Q<Eu2KI>2);A(CX{4IoTSlCH6}W1jGv=jCg7_8KEBmU8H%y
z4H5`L+osA%I^BbI4=#>31tiA%t;VoGzJ<a$)#0zstHMaut#{>Awo~tp`;*y-Ce`uo
ze1ATf4~IM20{V%s7dP%-N!N9iiB)Vq9W6awm;};IW3svuFX$u6awPYqNd5`0_*ks;
zOsw>!Q0@s|`geWl-wP>E#fr}g)#p9J?+N8+W5wsh)?%`LG2LDe>Q9C9pASf%FANRn
zl~QLRH&~K7&r9u#&6(}!R%QQMvois3Ngo{xFuSuEsZTxSk!|x-I=WH6a(}vavo$}j
z4o~F4<>=OV;f1$O?!SHOXQAUqPd~eLYkJgf?*zsAMWOOssqf)WXLt94((+(m=02}g
zXi3p>^rNR}ceDz8f)(Hde(Ni5-M{nF3%6dlfA{5EH|`%FoOj#PPHWVxb%@eJL4)^z
z*&xp#8iw6TAm7NuY+;4R$CVP{bC^w&&4^r90}L>-$C#?ZOg~l@%satwzE}Z3`2B7e
zEY|(3YRItx-bj(cug>>&6&r3|B7nV7En!(9HMCYPG?+`+suLs7!<X|YnhDVm&8|)7
zV55PA$IL?fS0ppQ2({XSxFA`b4yGgG@IikfLyO=5#4qEz3GWzIrL?G8pzwDc?e9QX
zkr8#}^zznh)a$Y&H3&F}hgHXZjf{m#l?Y0P6%E?;^OL<nqtt6uH?UdP>jez<MTKPx
zdkn|uae2TrHZv@NhbfX&#9%a`M^;chW1(7}UN9!+Nc8(}Psg=<uB7BxxIvc~&6qD)
zsWj*F9aJ=QJ&a7an?P-FL^Ka(B$4?*_{8A8hJ%gWqhp|v+hzAUEsT6ttC}mxX^Hm#
zYO#c)U&_*B$Dzyd1gsRktrQT9emkq(ozGPvIRG0N;?qE-JY1OsI2CDf5HpHWBz2Ye
z4VWXF9SfTs?1bYTZU$>UAdP-WrZwWpqH~m}c%Ygf%869gjd~ai*%8nlg~vW(=ajT4
za}+6oxsyS=%|-ts@eFD^9wAg#h7du5S(ler@cH33a+CSt50R6GLkX%AGuz_Q8i0x&
z079&<>lw#{p6FB4@xg0hlChw<P&~nJ%gbwPYdWjV>GcNbuSBm@GhaziFk1*%W6lwv
z08wjYWsSBAdJM_SWxI6tVOfetlVm<%He)CgZaU6hnjh48mZ6{|B(Px7nt^AGQBz4U
zHd-^i1T@;>Uc;)SrhX)GJ=JqL!Zpg7)Syu%grvwDp=1kLu~jYO#m`2AjeKU<sZR&J
zl9G*~vXRHC*A*mbIvjXyR<y;Ul#2Vkm8?{iQ%WLK$p}{t_pco8b<2fmyO#8Oaw(xx
zt#VzlyE*RnT9+>$VHZT5r)QRN2sA&E#d_(|C5zQ^;rZv$3h545yhL3LIygeT0qU4Y
z3O<ok-lVtS0YHL}pa}|GuoNca!RBO;S2DER?(UGbSDTDCAOlHw>vkKZ0s=iBKt7J7
z8}nf-!)$ZtMTG&BDMgI2^Rk!-lhEQ+QL7KCk>(1cfp35a^A3y#o5291<uDS%>!h6l
z1=C_QAZzkhGGK{~g@2<}As&jZFR$1wMzc}Rym_L}$h_sEjHXZ>aTzP?c-5G@1VRI0
z(og`U2B}I88$=nLB>E<<Hoj{3SfOC5bYeI$=#1L+u9(bJE8TLwme1t+jn3X|_h|2k
zbitc9Z}O%0&o0NG;P>jU-=^qKymtTp7oggl#!}ViqQxit^5e?TTG{lc>g&nMno!e$
zzCzi@J*nSwryfsMp9$w42YR_vzw1r^t|$F_0r{~+>5DPt*?iBe4D8C#5-mO(uYMs`
z{z86ZMd_~z)rCwG>g*|cD$z7sJI29bXn2rh^yKI$cX+<}5e6Hbj3&pG#?0B+G<0`D
zlpUnKb+c8TIy1fJr2ex~f2p|>*uGZXx;(sg@7mA4FFU9Ey`60DFjSqH62+&*%0i*$
z<^j>%T6x31eO~8&u@^56;y?Q=?Y>rlU$6q-``-7y{`GHu<+a~`@xiM%uHL$Qbjk#u
z$!H57mL%p$pj0yXB*t~zSE{@ibvk@#g;GX=zfx2Q1)9sxwJME-*u)VU5Dja!3iyM*
zDrAvlB23^o+2i=z0bLPN=_5X{7OEu*7xr(y)yZHd5a1E=sSkV25%E)KfQ?$ei=9j;
zLme<4yH`hT0p<a;kjWrPhW#PddKwkm?dI<8?qJZ5saz0$l$d$FMRZjuC&j|E$p%rH
zAupqCeB;UZ&9A=E?euD;N<N(;L<06>Jer<gyL#>X?8eP2Tbolxu|Vz-vp_5Xixh~j
zAY~E(FJAwmM8;9#V0WjAhY3-y-Czleg#)<gS>;(N2zw$1pHg^z;cMsDNth=t9`$9=
ztU!#Y<D}6X@v}wac!%(JVQHr84R;s+r@xP{3(!))7ZL=_R-hLlhrU>pXFIbz5%zQx
zq*8z(mL^O$;IepBb&_M^%8&?wu`MfC=(sGEQbcA+S+XKf?Sdiv*$G@yD{Dp+LWkWG
z3_#h$@!YE#VH$3%h+>F@hnj?SN=03E8_#jM5Pt<K4Y(xL3^axC2aF*{LC#kMF@q>+
zcMvfJ{3H}DX0h7(U81lCSk6_17Gw)xE0*OTxYzFsk?~-Gzhcgh!RB_U1Q)Cqz=`HY
zcr)}(RX1EW^Fo-691h>g>blu#U0zu;neD5qddM+#FoDwzpjf!H1T|I2mkb8e+M1rk
z2Hm<5)B57ls@vmTUDa*v?3W5f_#6yHv;%NBbmIX(Xv9#><d3Euxg2hE+O?H6{Q1lk
zB4q=Q*3#kvZHbRYfivHS`JN(}koBDzLy#~qKMtb_*>T!!)AvU=UyV2vR(!WJ>aw+p
za+Tqp4hLCqgLbW)le@Lr;e6Ia^CQ_K94hCt#8IGD!eFB8rd8OWj*}EaJ~<u%bT#Bu
zJ`pUZlYK5d<n(4AqoG_voD2E@{KIA=9S-$d&6_vQ)sV450p5&(>m&n{%ujm=*(O|-
zs5$&LJE#?mYS0-kJa>V17CISi7Ar2ha43G^xdqxBqW&Q1_b#gqkcnw+b@3AMWU$Rp
zujsS*zVJYbsRYq^G-7fwLMLw`7U5b+Wlk~73-Ly^*zMHE_|C|MqbWe8(Xf&ct|Ahz
zlH_q7rx*?3v<J0AqY;0HRT7E}aLfk>N{u!Nrkv|n)O^~gKVVv0MS_Iiw3x`SU0+#T
zgxNGgTrMq}8H~PWAgN5ZysQonwb>Cv)xq|B?y#<TJ<AIV#K{7cL1pw{qHm&^#sYZB
zXc6@ij)I^GC>3L3%un-Xw#1aBQmtF-P8otZ-s*SyC%Y#P=MR6uuhZXzr{8_!?An8!
zpFL6_klbEQ)}E63&n4<lCTkY}Q36uqU?rG+B2oFWKl^!4`g76ZQ&_@$na?YO)kO8n
zw&=feCVwlO`&_c}bXa~esw^N!W_uS?t*3B*AxdVui=q4%lhrR5hHGNuLSx(5+O?D?
z>*cAXJT^49?e&>=cCEH^ty>@G<_}eq{Natl*421v!y;Do6_UsHivaBAcA_veR%TYI
zvo3XYLHX%eZgsq0y#2}{F&8}R%Dr3NdA=~vH|9D*%);3x8v~KwH#dcF_NmEb<@9c^
zJ_(dIR8CC$(JJr@R^Xj?-uc?szWK_-*B(50`N0dXoE%-9PY5g8J>1*pi=T7?QXC37
zqOFuiaLG%D9mE0-ZMFGM?Nd}S22u}U1B5@}ltzLC4}dpNDhQLn$do4Uov&$i42?fU
z3RW@Std?=1w3>DB6-Fr(uF;4|(PT9giuqitg(_0Oh5u*?;4(Qx&m1`j1eM3|-<At#
zZM!>r*yMXX(y-<%ov<siqPX2^`Z&@j-WC!G&@=J&;^)5b+?Qhkw;CCtA|I?HwmBF1
z_~2V$yDrz@$eV?14ixv^d*8f#db+bU>oq%D)9n)Z3bMk;>UOQ#Yc*(LOUGkHC6kVa
z&{>$SNPc=gjmyPtGctol2ew4z!db+!ZZ;YqpVAo|^97h1uG4XMV=cyh%sPpWs8*@t
zOUHUcjsdfEXdzT%GCgjr^po)f<uDL{BrGztTJ0N%vxWsW5v{~zF0ZVwtf6nxm_T4V
zCj4T)MEfBD3~*DtDJ9YmdTRVB2g}Z&J7RwVSqTi6LHkoDiK{cjc@x!*CsG8pqAf;a
ziF~2NoJm}JHoP}hTbO1#mm4n@&jPa$rtiUz#0Wu}G+FV9ykMY@)0Irg!Eh1)M#exe
zl!R`Qvt)Xec_PCY;aiC62Y{`wnZN_M_YpVA79%j8@P2qHCiwuX>~^AU?F4oLZ7yD1
zwpm^3C`_|sWt9m)R-SIPd(2kX(&E~}g+=C#;|5w;)vd0sgSgOe7Z(X#fV?uTEU&|!
z84MPe)62-GdcFCr_unPNl^zSb)oC-^fViBDb|OU$CX8PWwI$G|NLd&a<`8iM!;l60
z=ydW>Og#>=HGR-cZu~0!eaLVC7|;#}w$Uj2L9sS_I+mDpx@d@rKq%sI=2B599#M$P
zKz~ofi2cfE(p8n`%+g{?KnDY;pmvcX>ET41gX|@$H{`IPUds{YK^l{8E9y9`)8?Qn
z2ECa`=xBS!WkNFO?^G*2QZOKzlF36Ts_B%})9G-dQ7riFcJ33`kAVu07N&Yw=x3jK
z?$V{Dg^LTT%d3kEiv+jgzOyo09EZOhNMk@h2E!2f#i(>fjq51F`Z~fiodKlugOiEl
zBg%uGS8y+}V2tks3(-hIJ{WBRH1p!C<T8m5Ch+U@@)0NV{{HUy^(zdF+})e)@6QRe
zYt#yjY92+OzjCfa)?p4nnwL@u7&AIFXz+j-=N6?TdL1p3v{DkRVMjV$TczF7&jp6X
zy!Ob722NXe=GoPSiw>Bv)zuh%Hy)31b=`!05Q`c^o!0f>F$!W`TUR+ZqnVqJnVUM|
zHLNh<MECQsu%Amnt{Kp|BdJIt&y*@5Q&x(@PM?I>t?AazeE)2JpN0Du{F?nAKK<nV
zfAyF6AMV4)dBDlt#>q+l!$%(8>}_8w-*|ER!+(BA9v<H5X4;F{-i1)%F^}|^PkzEB
z{!XO$1zYUj8w3AmKzZDq{+ucJ?~TEKXYljSFZiU#`BPAN+%G>CkUtlaKktbBHaDUE
zM6B}pc=btN8UXgVP<zUo`907Y=u2uplW9FA_rBcP(dT;4l*Y@oEpvUxS)ChG^-Ce;
zQhDI2k4;K@xjc54My^~>hmWf=4i5J4%1TG~+N0xabs9{Tb&kmAjNaeM_Z{=I`q#hp
zI{o`c=lkVBP--rP<<C1KztfxNIXdZ~6j7dymo7GD{`TBEIx2jeT4|5bD)3J#z-Q#@
zRnD?EUwP@Z*B`#|;O<LAaxuDkbF$T}cbF<e{ORHTKFK`H(81Of592Bkzz?+Er`4I$
z0X#)2gTVAbuAie3=2_FuZ#Ef)gh=ZlfQOJPB1ZFaR!y5MssZNcBeY^|PDWFr7TOIZ
zLsSBj3I&G9Fdz{(5f}*{4*G~X9+8X%$g)JdfT;swN=oAmCa_e=mmyndio{(^mm=5f
z0GrdR*D(Cx)x~|3!Pq3RQu+IXj>i||GCdMWIUOh=c6g6;TCv*zXuva}+ZpDvx#@ID
z-YHi9yrf{?%BF}Vl5gI+NxV|K(b~cv((aBrtwE!9w6{yMTfpf8hNY8{T2bn@Dnt!n
zJE_47iW#@lLmoi8QBS2rJVo_-n>=|24}rE4Q8F=9LJ7M&jxPWr@+zJBgiXnk%m5=A
z1O{xbS|-!M%bXV>#rlW^i^141PMDnnLF`3HfM%LNNqB%Zpz>@1^S(OKFP<dklWcWz
zI>=EYPH8;ZM2sVS6!9m3*yQqvq@_KA$~fEz*l^laT!f-W+&o;9m-aFjBu5CZl!eGm
zU~(XcRSXk5|Fq%gQo|qMIHPGPAB%E;Rs<h%B?z(r?jj2^teb{Pv&kL`2@d8#`w*l>
z?CwuI@g>j=h>Na9n~h)yFT$Tv$oT>RNGhY=qSsqiR}D+cYYP{b7=2i&HLX_ny3WGb
zou$RqSUCRWXBO7i49v%7j??ne+VbKm!xLeiaE0Nw*XfLm>@gYG4!BEy;o=hbko|#A
z<3<wI($eaDbH==NtZs&NbyOmuSYTI^o<=~Pu7@pD=V+?~p4@h`EiI&1E-jK#PtX=B
zEZvvvHZibF&1RY;*c)0b3Q0vnL?{3&g`h@m6^Ww^11&L)hl;qJ8?AbyP$*~REW&Om
zm`g^l9PLyYw3!q+h4AE&Dn=))1jzHcWg*e7*XYl6=nb4wg?J$DvWP0Qt1&2{*QhH|
ze>EK+cj_DM#@=j7lLP#-A||VfJlh!6OGR*3x87(LOEd|Rti_v$cxus`7B4QUOso?D
z&<vnTCK4!tyv1B}Jolw%7%RziZ{QjIkL2x}4Q2${g$vKqvk2(~F$l{?!!oiaIRDWI
zcrcfjft6fCF-4ufGK)MMptr_H#|;!M9iNSQi|!VziI@SlXVZSSF&uOd?qRmM+EVjX
z$_1t;kXSqDH23jf9c-W9xI)9`*7kIJ8#ieKcA7(@n-Z)=F91O;=(B#OO~1Ni)~#_v
z%0!^F8I3lBUIk{WtE&r_EHuyRjSJ5_PwYP_wHBRTzr12v*Qp8r7cbdOCd2AV5dR+`
z7@@G!WL~*+311uUGC^m|eCNvzE|usLSbFF_zUaWi%+171QOTD(_0C3rbg*?W?GyMh
zr@!=H!!vexYxDYxvyTJw_yX^AJ~i%T^QgFUt~UL>@YdDgkysj<yStIrERi4iDa*;p
zbbefG%);^Vg;4P+Pv$XK`Z2x#|5&p9FZTFvd8N;JGM}@>f7>lSZi)PkBl$Zz-~YDm
z`QH~z|Eu2nZ^MNz1eC|zso#zi9*dVBk5?W~cb?9TFP3JjV)M&5@KcRvLdqA4lS_s1
zm!$3&tMkRe=*y+?LT#omY^;_iYfAruJh&7sJ?l<AVT=5>&i!w7uHSaX@&7MYW`_2G
zzqaYGOnjx0^`kYhIgyg(m2~@(++Qn?t;4<ajr;Q#-n`M8raZ!9&e;Fu3_kPWgO!dG
zg|sqtboacCsVYZmKUxJoeg!`G;6K0jjrZPq<DJ)Eee<OkUcGXBez<cq?2eciQ_WZC
z7A&A33b>0)T<zi@N`%RR2-8iq(d%KO6$ywBc=8#{#_Aku$QU~I`I^ehc;p4bosicU
zQ-kD0Qaf4gTl3j;I;PW*Gz0wM+!)QwS2rpn(1JX3`X8~E3wUS}QDj7}ea%KYVi<BA
zV_lfuN2mdvcYLk0a6AeWt)hH^J=8=6F}=}hv#>&Qfvh|(AF1j{KqQ`Gd7`cI&I|X8
z<r>X>_@y2(ZvpJ#v4q4D!`1qY+jm>7Hk)FkklI}s3_c>XXiO7E3={0P*!Ahgn3ysM
z3a-tejS7-nmSvJF!$B4!H<PL9i)5vPwdm6`NQQYd#*)9gcTlU<X>_CYfYv$S8Rj>F
zSov1R)W(o#s6wIul8G3YO0UzY>;dFbFigls`~P9@J)he=5H!#GQ?~B*Zl|Zm-EL=F
zwq?nZNQ#*th)Cp|h(H7)=bQ)vAi<n-5S6HCNzQh=-P1kOGh2PLv$cD>S6g>m`)T*{
z-4F8C)YeX@soPICZI@atQ2>ZQ;C<dFHX0#(_n<E<Rv6G7v;tT-o_FnSN#HD{@h$)@
zvM;v}u}CPAEacP_4G=W4(jiKZSDFw3jwW~>E=C2%l-1ESi{(qWU@$mARRNPYR#VR4
za8FaGh42ZuV(-%B^eGi;*h}a*eBAttM%~?Oh8OED0${C)$FVjCW)l2Og?k6Y!rZpg
zh3bcN$lr*y8I5+0)}+&#Wik~QNuku@`3GN3PJ&6ziDU+n3SZTvLZ#Q4Si=d<L~)?W
zWD0q=Swd^+l9k?SwLK}5Q^`)hu3$urTWpdJ1|`O&E&yZxTCFr#&0Rw`>xbYjP!@hL
z9uYW#18F9c#pfj!%ei6~<Ef3@8Avk@xK5iD4UVO8My8aL8UPp+E~Y^Y+Xz?|y#d+F
zO6NSza1%0?tB@^fwK^Phl#VjfSt}Jm^6Z1d%#eS~#1gYrEc#&#<SaJT@<p`i?qZbH
zT1jVT3q{Vf6FyJKX)7ke`FN<9&e1u`M0(K6FV}pnMq|EFIa$CS77gQI%LP2uSiqrG
z#QnZDVazE9uEMn66LZ_9tvZIZ>l7|Tf>;V`g-oNAht8dLn5nMgVjGJK=$J$`3H&0j
z2fYEnB;Sz-LiUg!RKSK-h2zo3n?<eCbYEGgi_u9$WxZBwqM?gfa>XPQp1i+c!}#H&
z42GY;u1C)4BC7%vH=E5Uj}DtH3(C)u1}>5p?s^J?p-KtFwN=Vvm~8XiS33(!(0r{H
zo<~+GTFn-@T8xEUp3|;;G6o9ejBK`1yL0dC?AGDo(GI&;l~R#Ym<5E)Qm$4b=$!9%
zvL%=^fDC78olgs|MF;n2pvRxPtB{B#<KqA=g+y-c+684&;W(XUIz}yZ;AZOmX;D+i
zL_(x)urY3bE=K4E%&8%gp=P;BVb&TcF2Ny2JsOq?<mYKu*A|I|jq+X!*@!A6qp55n
zPovJlT!&SJ)7`_f!;|CV^M4Fp`k($0|D8VGtS)<7JCV~T&42jfo2Q$}vbVYrY_6te
zJBhiKbn7tw4`1c){8zwIb1_?*4<sw@)>gc^8BW#Ro2T=4zU!_5y@XO-Iu6=rZZG}=
zuf<=N4su(!t51G;clUl{cEjG<u~$|!v6>`a(?lw&SlQ^9nJ9Lg;i}vcx?!HVteSdP
zsC|80`<mSPmeTRA-1?5v@!rcnyrpryr*OO_GQ1(TzBeTOnZftIJ9*s_zC0EGh|&pv
z5ti(-zkH*-CCw~O#OkA&c?nGvk=l)5`FglIkYARh+oSnKQL-sbG~~GjWqDnlTT-T5
zVt;lBKozcub*_&mEtk|&?+1!~sd+(WURqq%rdm?;$4F6@tQqUefl|lbIgDglYH#*N
zxI7rj36Ab{<~HMjq6iGBcV7G9B`z=dl#aJ;k*nEx#q7G{Z)|3N=X3kx7k_*Pes~6W
z<NW)7^Y1@>@x_zJFP=U5{PxMcqrJ1G*2-M1!F*34n{U%Uz<J(Ggfh}-IJvm60$tOU
z3SDgappHP!L_i(X_*nH?v@;qW@Y3K>=g@-#yffciU0&Q=-=JlvYd{Woamw;LDR^io
zuoC`fOgQlU2tC-*F@14F#t}qk6ki9D(b#~-*`<kQA~-la9(v93gNM3RQH=(Hev)WN
zmXuLsQ^{O9L8)lS<6N1aML*nFTV}3>b9@+_SUAGJlL#Prd31Pyj|ISk%;)#Ia`|K=
z9@gpfTo_x(w9A8&sy15#wD1Y<_p`&OjRym>`Q%&;8-8?umob_pv(a*PdR!@X_m4<K
zLg@KCF1|&zJVz9cyTr#bjy4oP=!Gt}qL2Y=Tq;RnzRjRRe$A&i6guc!0+@lFz%=Nm
zgw7%y^Oyl@ux(wk7`jGrGpwJ*0?o*=kL4m{Q63Su#!(VziW#0M9}o@@r!hBIESGgU
z9VPH&4}obM)H0bI*)MEF9*+kxm*e7uP)y-NcVjUeSI9N^vf?S2MhxK8)p`-0Jk*oI
zf>8!yq`E;3@S&KEepGF@W1&lQP(4d00}KhrUmz|3n=%Tz$?0w4r7=;&X0d7@k<@y4
zH!VAZkX}x=23$Ag0R{0DUSG;0uz2aU_UUO3zG)JUKseBvTsFxO-!bJ1MdRUk(g2Q9
za}9!ulhnkazgaA9u~;P($Yc^FP-<*USYzn1)<B2lu~<w~2x0ta5rL#V6sQT5;$nK*
zL-i)$7Bv)5a9wT<znIR_y@io6D&HAmD&|XQnjB#9Y-6YA_zPbK`-J@o*>T$D$R*Pd
zVlIapIv3HC3<73v;0G&>3c1P#@YCpV;N#h=6wCC$;#}fYKHAx)IUyEef-1v8QYIWi
zd`!*wDYhzbmH`PCiF8-1q9hjFQ)VOj{n`Ej?GxZ3r%~@PXk8|q%VfyK!g;D8$g#Mc
z^a~Szr8g|*bp@TafX$SP1g7og(Dc+S<rQohG^#W<guTx2w2M9z=o$*da`9x);{`*8
z{h?~1v^>AWPd_9WEe)_$>~PICn(G^z0DZjw_@jUsL@cOIrJxwn8B<(5LOj_9r&=nM
zIIV!`N<^YO!&;4wQv+zw2&V~wAkQR>?&3lRdK+URJ#wvPd!f1T$;HF-)3Z-sJlomc
zTUc1$+1WckKYMs_e|vN1(W57iA6>APxw^K#v%Ak$`ugh1t<wVr*}EOGe5%yvHdfcW
z0UQuoI=QyN8*zSnXZz&rl++9^&>{<zNggK8QVbx<ClfwJpd+zL@R(7f&?}WDwblfi
zr_z}9T7_JqRZdco!RaLLQ^-%=yr3`GPv9FrzFMU=PTJaJG0<LOK=CwogPphlIHzEM
zgIo#aIgr21A5hfc_AsKvmSw$ITW&2awK`zVjTP?Z?*AYX+r8JCUH4-vsxO89zJnLv
zqO;j<EaqpI)0IVEIIAeMtj!JI>Oo=utTVS#Xs^ci?=9YWdbodgxw;Tal>E6yxV4j7
z*vhnb(&@S_R<YF9{HdC0Iw}q%6`q(RTG7p9N5jSOP(hh(+Jb3Oyr?M6yAl;keKiy-
zsS;Jy(tiBtL2LK+Y<<<$+?-xL$*!KH77hZ<9c!T@%5^0E!f>Q63RlG5)R;FtX7u*p
zt~UqXw}vj;q93cKJ`|{48<ziEq<vGYdsAV9?|MzB`Gv~)me%{8%=)&}{I=Zuwmp2+
z8M}rDY$|b8?|s)0c-I(s&zrwKQ|^gW23_$!U%n^R8syK@nVT5HQtk0nTbN(cS2rBq
z%&@;O5GV~q>m$M9Kx}rx8op)^U(-3?6UcvNnEt?>M&;}cm4{=qV6)+5Yc#hY&ve^g
zDdgAL0;7?VB2t|U<OPBJSaNPMw`|h5Kkga+Nit{V<;XTX8utfk*SjP)YpaIR=6{_L
z|NCC4AHV(w{tU3q@gM&Ef4FmYXKQ`;_WAw2-NVI&H9ApgbSS3DFv0P6IgUauOaCZ+
zP4G%sOBOo|@I?f^X8b;qfLM-cd%%&kFxN&gSXo@y+1%XVzx6ffBd|fWLOp8NZ4N6S
z5{s3}N%#TggcVXrH~QydOVPq9BvU4Ym_RCewccT-TRuP!fZrcbOk$TZ;VgmA;ja)H
zoJX@Gh+m2Rc;Fnzi+rZ!b$SSxV{xBB6hW1ko=Qc1s6qH;a1pDOI(oy<?=T@3izTDp
zMBgcl503#H2u(-$FA(t4OvN~&-y19yX(25%YGpoD=jWT?8ERB<1qY`&^2Siq@So7C
zkM@L4I^)HGVw`Ku70TIKtsW1j3h5%vMI6gg;qY9gbb5M*8p{UX#`@;HJNGClCBs-P
zQmK&Urf_THCc?Czqi?HRg+wwL3@U{Z*%5V*WFKHttJ7nwGSF;gVQ$Gqev7e7f`Qaf
zp!F<uRvNR-Zl43RAd@tHB7_k$2h(H<Py`<si6;O;U@E8yu8wDk`dBW2O^zHPf*}12
zSiku0sEU|tUbcSXxiWKQ5Cty;Vxmf=0~y+FPDmu32A{hL2+WHHE<y>Nn`;4kpcB#Z
z&~SLIWw_hbdaa5sQ=3Aew6fY{<&fosrwT@542i4MdY~7<!>)T;ZT5K+Sm>ciWHO~%
zV^FI#sK7#zga=%x&KgZts0gLnIPDFICPZ2_G>Z#$%b)`pYGAq~A{nsVZkvK71B3Cr
zy=((Bar~6aSf*Cxi?w(nYtUQ85}=opVIwTo5~+g0LzT)fHY!w3s=$go(*B!6Vxbgm
z4laeCRnm1@l?H?l_k|%Gkx?d@lu1!1HK>r?l2p4}AybLPQXaBMIH4d!D3)=pNvWKH
zMP5I;Si$o%nEB}=gBIg$HSLD-n#(0OsV^zykG8go@n|)dqjiK029L!|Z333NfXlVB
zvY49j5s;*;71KB)KCDD^Yj!QBaw1Ym#HWl#0vP3Fv=|T9If)=&V$$a0LDC<OFYa`j
z^^N8EI+n5-|15JyR0n6WG__T7#l`j_AeLgW?!3FxnT#ihs4$TLe}=`8U?Z7NS|Tus
zc{p?7z26<fDsV|4H|JmYA;bQ_l*I;_w!gi-wZ5^sxDpA%l-l@YKyaiGm;fy0y_}0x
zN@dt$>RjlxsFup-ESc}q)4#h;DNASh*4f#;+oyB0v%EVl?p=KT{K@hD4*!1d;$nWT
zu}#XCCfU~P$?568`q%$<bAz4Dv(1%NitlRmS-3LJ2+-f*(O5+7p5cT;_{JL5B5yG;
z+sf(+y&3V44;vY08YBWZMY5ZW)Pn$VC&ePQT%w`zO(c=>+DW9~br4tANa?i0$-;vn
zHG<-_L~17$#9(b^LnuIh1^i@JT<6D{&GfF`%DF`si8-msC0^pOxx)T%CIJkLXA`+{
zuDm+GLa)Wa&e6{1&fePI{|9>H`2O<TYMA8UgU^ru&V$#(hj$)4y~97jO|2g`N=<jV
zri+!N*@mt#XGl~O@tU--U|2iL6z9#(uwW*uwfYA=i6MVhl&C4EqJ93nfO-dis@Ino
z@FfP*v+77$Le+yO-s_4E*k=Yq`LUV2C{j_{Lqp+$!j}?xQ=*x?IKN<QY`ACFt+T88
z_LjT0YMtMoE-x!fE7EvlOyzh}=lLK|?6yfnYv3Yvusork{s2Zx;{t<S*Lf~0?e7Uy
zuc;l7QI{0fcXh5S8s`VP>37A(*Rg(CXFjscT%Jx|k5q=x8EO3rRQh}{V3EuI{D32J
zLt%SQ?R<OE`Zn5Pv_2ZC4FoIwp7f2G(vW55iqiHD%3!eCpJ)nP$sT`hU^+b<uM6yf
z50sX-w9fa(6u)pp2kns?{=&_f(oJvfdbB>2YL2rE9<9ru$jrWxY}@9~O6`%}V0nyE
zvcjrGqJ78e7Vw0Jv$m<oxZL`#Cw)EJl5O8E|D7+;k6-))e+It$?z^u)|JC>3{rc(S
z7waoKtIJylyNAn*i?iK5;aa27!kfgWC?CZ@9#|cq0vR@hBkD#8H_;<c4@13LqZWx`
zc}T6JgPqOwrE-yv_9QI?WY|?o4elv}K}XR6({kOTrcNgoO+e&B=3^Kmdu2B0x@VD2
zD=kJuu&ic-n>2l{(A|GAn1U`3K}982Y^^5EM<@FwCNts%+z5yXtp`I9)CMP>foVo_
zqAbW@FvEeL&&KhRtS-(U?QNIyx#js5eW!Mtn^awEj-_T5OW6zv(lo_^9yC&|7TGEy
z(T5<FN@b_)wmQZ$SgC9pyAE6rJk_1McaIN`Xc2`9sFq6e%~`@-2qYedmCsfm-mGa4
zBj3eh#)3z>TMy-&nWpR8pCup1agB-VY!3PI-tF7m8T|1~D^n>;Fp~odJQDjdILgAI
zD8vp(k8;xGm9<)}p;GE`tmV-q$&$sRdcC1ssR5sgWlGE2*yEv_z(P=7Xo`@3bU$!^
zX(|Jx;e-!!AR=cU491cP%F}4*!VQJ*d)gmNrgF%LTD_4>qE<_by8Wd-YsXtf6wzv9
z39&mpfZzrn$iW2K3d#u2vQ}ec^^)T+;EmuYa8E<P|7AA?kcp~>a4e<L7@-8Zyq3y<
zJs$3>+r+7X-1C98fL6p=-5#$Ly-%jV+)dC@qlWghPY9(zFEFMF@k^r@Q}UqEW1gq-
zO)=TcDs~I)&35IaTA|bp4GEP>;&&#rMWxEX1&lf~{a`>)5FjuNItz|VCRMUPi1`g)
z-|gG?xj#k=KYg%X283C$h{PWV%b|p$<LD}tizcK%GQikS|L~M;3O<e>$Zl8?HFOe!
z3vw(b6pBer%H@+fjTY)pCYCB>3jA+G1sxW<M!^$dq*)8Rjj)B08%r3^sZu6Ktz(Kk
z&I<!QWVaNefw>Z$tNC^@w^%96(D7l^Ga|`Q6Wcl!+ExQI5uy_;p8C8*DG4puje6b+
z<$SiBP19Tvq&YtpMj!-?1*UA2mXwka|CD*Qm|;<AcWot?h-RrGi3Qg?3oGq56myuA
zN+!9pzS=_ck0FRtmq$)Hw!G9?TI}GxoTopcR3>{;$R;spw&$P}E8QSWF^i?GkV&)h
zdFT8V`%0W=J-l}h;{i=9hX)7STYKv(oA~8x-4sKb)0XqQw@*$_mO7n8gyP?Hv)S0)
zp<_S4wY5!=UALWn8Q1;x!S42AlhyLh`T6a$le6`umF<o7?ahrlw{Oiio2yGJXn30&
zD~}#O{L8=m{i6p@_qPt#7Z)F0+<Wlw(aOp?AdE=PVr#BFTf@?pP0>G7f)Qiqi<NZZ
zGfSQ3`ci9tuG(%jmzFzBGPNmIW9JO|n@w;$5~!>%J66aElcuD{j3nl?)25Kg<aC-y
zBwCe{s(%nQKP$ZCu=i6IGam?vXdH2tpDyAj^hJ|_WwafDhc^QXoibkf*&G&I&_6?y
z46V7D1jA&NM!C_dw%0rBD+}w#y9Z}`U8C(k@~G5YnJKj$l|}dM$6NoHt5jOfP+lHL
zPXx2VNJ;35^@J;eTt~%Nk0&*zwtsB!^q76u)2&Gw<2}inGlk(melS)UjaNsb6+wDV
z9>@*{vZGU>8?Hzn4A@j;&=%}hT0gJ{du@T6?%0^lb;CN-?~VaZ)RiSwWqGo>Wu4n}
zl$Ug=IYFX6Qdp8H?KrsJLT8NB#<&BeH6t62iMGg-?ZNjoX@5tkdkwxzZh31${hHkL
zw$grSDmD<Q>YTBg?)25E*j3BShg#R$mYMfL#Xf%yr~S2Hb-<g)cz-ie8wX+qioNE*
zCH?gKxm8uHIbK?q#+pNk`H{%%pw9EIBX&dOxMU4q)lXm6I4}7!1Hs}59{%an)kuA4
zI@7Oleke1&tC_lF4PLc{t_I3|(Z&$-M%j*(8Om5grg43!w7u(y^t%!x0J(65W`1>j
z!({Ug^Foy7<Gz&C5$#ht-T|rZo!9;`ug;H``NMezp51@;*^AG<{pMGnz4-F{?9T4?
z!TQ?n(&9?D5vyK9zDls99E~!vL%}1mOLu<9=_Zv%G1TJX0ulgcZM(EKtSw`jB|46m
z3zSC8%fKljt1U(&1OSzgDun_4i6RH8O{Zy9aM+sFoYSV8_K<nR4@UDOP>X$P3K-Q+
ztFe@2&jp2qS{`gKPCPnRh#gQ7pLaTKI-THKpk%P)>~V*P5As<KOT)=EIKej)*XymE
zm~wWE)t_EVn7Px_qeg>rc$zBtZgfo9YqM2Cd8k;41jc*3X-3Q-h?i=*r^2yDbKYvT
z!By~kI-T6#-y#<eA2r{YwHS09fXap9-uCu`i+dcMn)Tw&+5+`r7OiT=V~>WskbBfx
zaz%>ntF<b|DpXZCEU(j5E7fA5IF1pb1jrUpg&BsMDH>u2hc<PKm0TS}0Rd3*p_HMm
ztgaFmB=iTlWHvJTY-KZuDp3^(!^kH+M{<2ILh!SVVn{0{rYw3GU{iQPAbj9q$e+6K
zVs)dY&@DdxK&6=8U_hOu<CLQTJd)KiMS(5pMYtfF#i>wes6GWs0mCS5z}ux(lLv#9
z(ji)6=RtZ>D%Cn2<eLpDjC)F(mI2vOYhWI*T&+`zAP`DSRwp4ukwhVubZ2VB5~W0<
z0OK(yfP)=Ufop*Q6)F{1l*m+8r&EjM%<HVPT1-xfR3*YTKOw~`-{s9T2DwxPK;o~H
zGL_M2!{4q3ktwtzBf_yU96hqp(FqC@x<F2<6i&!gYJ&nCr8Od7VlcDX-Aa|#>zy&<
z4U?$}QR4a6=xh@r1s9&2Br~TGiDZItF<&PvDHsuqkBew<#l0^W6-vZ}D^1{hgB}yN
zhMz}39q$OSNG2Q?Q^+tqJtL9Gq++Q=C}xvUDF+B@Dg1;R92*|R&aHthak$7hjE{_U
zqmd3f-4Sz@TBA}y;tjhU6ueGbt(1mjgMoA?=proXa%Ccs#n~FjpAB;Idc4Ib9cEV%
zrHuQ*?mLCN=~xu{1shVWkR_8qE-;%6vuH&xo6l|m{XDpRUdK5Qi?1%UX<(Tvl{Xhx
z@cBo)9+>3Kwbg|tg>~N9N_B5{2YADq9ugZr02*S3{<vtAvy8?0=Ea>`&mP_1UR!C_
z>Q5d%Uc<B5n(y-2+0^4l51xPW<X~radt>u2{_=Of{M9eFHnv!ueDvVn-uBk+&erC}
zI^M3kXJ_?NWo2=BV|{gdYooK!SwmJ_S$lZr?#9aU>DfuA)r1FLo`>jaUfjQ61qr&D
zHvWyZrPJg6i`!>^_50ud`Jeyh?CkW{fBL6)@7zB+Jl$GfKiuE>)vv#M^7Jv|md9J`
z_fPgnfbPM&FLwKnm&ukaE#Eph29hndXTNxMe_^gl1{=0~vEA6;THD*&Xw)i8^UY3c
zHlIl#^4Hi5gR0A5I-vT3vrHGA#+>vS^`tzcYNd*feGG3?Y!2vk)WRUba#BYh2Iz~o
ze0QR~yL!*t@TFzWV5GZ-?hCF(r3tJlycyLoDABoidfE<q=1)Zkx-y4R+gje(UfX_p
z@$|3%`mg`SL-n^0O!=n2y%DZ2dnz4!w&D2nn@|4sWw`p^+yeAku3;^A?8OChvZhYg
zwVwD*cj894GR&`ODz;K1@tP>zl%!iy^tg0WoNdeU3zPBsShPBpniHj4vcwz}rs7y#
zK%HrI(@@`b<d%)j#E{B%NoBnxH@<5R_GkceK#ac~9~s>@GIO#-Z6q}}Hn*wIG$sO>
zo9Vf+{JgNSsS6Yb$uoK~y>MUIj@lXT3lzaTJuGX7xyqtAG}mv9eyni3t)KqT=)VHg
z(YP-gydS9S@9L-D3)gQZJLBF`ugdX;e)=8t)Z3<+%l6pE+UZM}^Bu9PuGG~)>Be;K
z>QwT>V6``~Agu1HN?Q}rR$p>)U@Cdl61?Keja$P*Qsa9n$Gc+v>q7M#mf%PJ(hYm;
ziqQ}A_KraDbFuEVA;~Ml(w}Lk-?POpXICd?_pI5D1Z!DtMdV6d(|JEsyWY2iKAtHK
z(2UXAw^f&>_Aa_D7QTeiFnwiA`7^Ws{e|tB|3RVoZ@;oXe&zqC&%m#L{p;WS<~L6s
zJY{?F_~49vjm@<Ua962N&u0q+7&D0^Me6_q&h!xu_-uh7!m^I7eSMvFtEKt5*<>UH
z14YB3Rwc&+!4fc^D#X3}dTzM!oKV=FN?;UMO==yi8C$HmWVoEi*JKP%(?_k#r*Mqu
z7<B{w=-88!Nds7yF!5;lSeq=DlFeq7D%El>8}xc%H)3>HIBYsi_b7}wLY5Gt6nKE-
zV=A2`5Vp`+r3jOPMgR$zVA|zCP@AEeDuYfsL#Zb&B(+NEa85HJ-JGjgEtXonoXxP+
z%RqNgZ_v<)IfFYY9>*YVFz7vWYf_Dc@4dj0<u1WWTy2YOc8g{vB~s4%fA`z(32agw
zM(H`+5Uu-Wor1@ROhKn3(~Y<9oDwGB;~FXUV1Ji9J~zplFu4NcPm57cSq9&l#>jXi
z(U@&<%1lK(r{MT%uy4@>n@DBACk#&qLqQlV_%T`n@aI#n1z6%k9%L0wWU+peVl3qf
z)WQ>Sqj?qdMRfz6R9Kt3(8x?XDN!vuW+_@4Fh^s}fBN((wG!c20vyFJOfe!MHY%iD
zGyIp0vMs+4yo3!NW(->kG^PQ}W3)J3xPIJNU@-Xu<xn|cx2SpmL{WiCi3DU6ei;Q0
z_DSu~uy8^IRislW4HFZ{aU{%Ska!exab5l{W5E#<7xrcdOuZ4!hnLlEb>qU4O;XxK
zRe*S~e?%gh1Tq1}Q2KyR_{dP1eJ<~eH!wOX<dz2q$Hs*eILV|^l}y$hsTNCFCgc%Y
zghGjELXKLB;>qva{-j(3$faJFxEuG7D{>jV)`(G`$2-yeE(&1PxIm=S8b^l(Slt+0
z5R3__1%tAkluy!BMpTyjhHTCqgQ-KV<*`qUi;yf$tYa%Qg3*cbF`-Z};jlW0#f=P&
zQZ0LQa@LyfkRE|RLt*bU+oVD$)Ww{S|GZWxhFs1}C|Jp49E?{hl-+pU^fXgP@McKZ
zq=V5w5sn$i?gn(V^jT5nU|`f6PhK__HmH={-N|Vj^OgsMa&O(L=L=*W=c~1i&Jyht
zi;WU9LW}i!Dl~Jjvwd;z-jhd<ikS@Gh>0uO=)e8;o5znIqG!_Pvbna-t|k1{$?*}!
zc-Z6p?G1cbhx><59zOZ}#b-x*`{Wc0`Qm4vy#Pm1YC*B^I={_U+w%*n%d1=%H`eJP
zP6kG_7Irtc9^Jdg^!L^(e{FG<`DUxxXx=_M!$1F5fA#wZ7k3x%;?K@@70=a`R%>pd
z)jT}dzqogsI_0gErCUcw+v^+c*8K7D$-{>ao;`hf|MqRTuW!Hp?Br;l$s|I@`&+AL
zN4s0gox_dggN^0gjnzA+r|U~g5P*AYOW%C<=+?m&0gBzN_2d1`-Ocr*{k?jHQ>v|_
z{awbGYUOORR)EOHL*J+s@%z_n<=J|LUku+TX}5_+3E=Sd!=8#qf)gRUuc!gRnHl;}
zpq5E1>v3D^bX}Gijh&`r+Qwjy)w*e@XE<fLPWbFVbf@E2rPHhQbc;cRx~yyjL?c)}
zXCjPL?r!aW_WZ@a`*;8DKmX_d{NEjJHgB!uW~Z}NYjwe!t9v@@wXc5p*?)JLzxiwH
zuocSdGPCA<i&m?NSV>N~XrZH;PWDZwdax&10w4QxBgqCmrDOhFZy<j&)s*<MgBa9j
zimWjX(PHY&4F^i2(OJPvX%GbEFOB=lvi!21z3j?{I@6YTlQ*5=8>6CE2ghFx7X-=K
z(foq2xFD{tOy*m{Dzam3cy?2hZj00N!XjT>RyX#h-02}=j28a~vm46VhH7?C7nvI@
zZccjhgV?bQ{*O$-s~YzubV=fnL(*5qH9rqF`rQTK*4r}68)D;|O6N!YqMwZ_ULBqM
z`K0YFx%CZ==WR#w(p36`+`6cKpbysjqpg8NXE@yK%PfypHs!A5O^NYs4E#u$Sj!al
z_e8okMij43=wH7%@k*cIPbB)+MY><`9d8PMIw<{_diq^Q;!1T(Ti-R*_a+nVL5%kZ
zixl-cqP_HEfcg@R@#?C5`Jfwx2o)6Z>ID3l!TVmJsoy!C{hQa~$3Of5J_A1x+Q0j=
z-+l4f*H0cjzk7bMv$?m>TEu=(DbQiSc62!#&r#3~j!MN-D2dBUOMIZNQ$o7fp$LL8
z9*Tel2L^~lVbc-`$B7NG@L@KnJyTX7*h@Qv%%GGxjar84xE&S7V}mv3cUSV9XX7an
zPrEE}vfK`El6uDL3iupGt(vhFjw6_X*%C&GgQxoP%V!i=5X<6|N+cAqB7|NO@&(NX
zYdV!Kmx?&Xv3sRbacc4LCj%OB?M_pV?swOl)K-)c9}A@_t(l}68JRZeRIF8#F{G40
zE>p8mO@t~zKyk*uG>=Jbp4vzJYk1LNHt<(dl7VK*=reYCsvuD+IsZjw?N-gFk|#%p
znEb&@EK?FRpfNHM^3S&_=~$4V8N}Ioy~fEtJ`g^3F@|CPpdSf&0$1Da-Vq<**-Xly
z(*mEE+vB{Lwg(UeKm^VTzJ^CfO++XhQK^)LVm6VYdA{3p#CQ+n7e{#(G6@AxPg|gP
z!EDuNG%wX*O!z^_7S@F#;b^zYj1T!~pUz<N`9q+uM5cz2hXbcu))9(4eg5q5<OIVN
zwV+n3ODs|bgHcK=yY!gZM1jQ6@Hp{9d`&b_U|6T6K`K+mlR09PuvBndsA1e0oyI7a
zDM3~gDi|y_*`#`OTq2TCv84sfh{W{ME6|M@{Q*3qsH&8@$w?KD9q1xQI#g*Ptj5Q?
zQX@zbcmvK+sx*^ICHDcf(PSa&h?z>p7bhk}nM?}qZ1^QN#j6RL!e-BXgYp_5myC~z
z4SG99X^22j9|RgQ<<O8oKB+|UM0_L>(uH^`)FJA^WTPV!+yZwDVofk6qCjkTWPEs7
zh)W-wO1~KmvHTMckUId<6HiFSN5>Hyd1|>LXi%pyP(1~yNc|O=2skv@IV@*n0b%X<
zDFS$N%ee6PD+qbEF=vFkQmJPVwo4^c$ZENYV~WHah4~O%RNS+W<#T(I#0+M_==Ed(
z%jJ4LUkV4vwgkZKgj=m<3t<FK3t)L+!)RFR3hPF*kFh80m#IW8Uzjab@`<E;e4Krv
z<+(ZxTcecrJMD=XFD}Ht`u)GWb#j8P$Kqr*kqo%qM+f`=>R<i-?(N$v3kxg2r^Uqw
z4=z6a6kEb7W<+ASR86)Utx~QyTQ1)@JKfpXz?0T)%-uRW1}SZCtgW<LxY6KmA6#7g
z`EP!6dUDoTn1}58^!aCt9jf!1P-mUy>{7GN1lT^D*y<vf?GEf*DZkuVxOI9+UEbnC
zyR*=SZJVv+m)diOdwb76d5QrHgtpjj0~c?foqzi5`ES1e6>#p!#iM)Yw~ux=Zl4@}
z`Nii?pFBD{-n)B#{OHc<*5cfw+Xs))Jok2=+`kJU_Bm;yXAcfGmp7N%?P{T#jom#z
zp+=|EtbT$~>ip#5{N%x%<JER;p_-q~r`Hzdc2+y}V!Bdfr;N1=Xut{<211vBu{nBo
zsQ%ApVXAo{Xy`>Fz*mXCv>V}J9Ez`bJr=%Xfvq)g{-{%;RN6y6KT!qdN6nxwjh?<2
z^aZ!W#x*G!1FpleqUrO#V@f_6jOSAM<GqvbzWVk*{a^p-zx<c~a(d_7<}qu{qA9P&
z8?<FgaNpi^er985@$BwVp}=m%f0ZxS_G-a|DUdMa=3Kd^E8VaqYWi?#(iOcKEsw=(
z7`Fxj*@5ZQO&aE%v0h)MKU^Bb1ceuUrpWJ;)h$PP%@m)L_={A^4^QX%rs7u_XLMzT
zy#;Z6RslSV*2jvg%F3!XGbi?^2jdk19`(wKDqb7(XL_9BtK~)M+@>mCAH;QE+t9HA
z6f6zS?V9KI9eUrD0r8)VD_-@)uBBQNnI(B)L!FoxM;qfK@>fOrH?*Ehrr_nN<Q1*w
zoiWwV2gI-F1MkC(q3cOaZ(SSt$@P(+_Kf}X#^_IP4F9B0@W*o7n-cTumhgwZLQkwU
zl3f)gJ3?QnH&E@h#Xp!X+=$N)B^C$6&0a_Rib(&uZu$e9X1#)+^6jqn|Ix<-fAr@2
z|LnE*{@DlD|JQNVYnI?udwf9U{%}O`GaP8BrP<~2SZgp;xyeL0rLU>>M6yM7*bR5$
z3T$D#O8Kgd$}eAX4Ck0(=6$SRyC?I1fRN+Ihy24c0Ezwe7r*@W>t8*-czCpTcy@fg
zyK}&ZH14T#j-z{$TFi2u0-b!T+Fa=@tu1lhxy)_||6$zLliD{}WTHuxLd~I6%6}Z{
z&{jC)s1+WE#f&<oMq81qWfF~4tbxnw#tZdosl@BBu^r-Zuy|{5W5L#{@OOFadYCS}
zD{hCAl2QllI#jG9IGOaV*&4=GYA4dk7$zY;(|!m=QetU`xzXtlj}8d?QIEa4vPxbM
z^u@`(%WlSe0tY3T5X7Uw&O(a@FtUQ=mO}JaIp}Wnr{hsLsY$7V54VE@ria(VA+$em
z6LMj$)t<$sOA)`r%>0}W#KVRlHZ2B<95(Ypdlu>mKkd=}PL+1}9B8#nyAk>vJJuL_
z*-^}8;$#w_r0Bh()C;W@1iIL6d5BqAx|#)HNt#IkEi^MQat*)%fMN6s;n$@Li{`FW
z*Rn;hjK&7ca@=!1#yPsu55eE41m_bxn}}{~Y(gJdOg6k&<=UK!ZZD>|ySj&qIt3=Y
zv6nzh(nU{`7*;CiDI__@qs<m4<PUat^e^-^3OcZIi6t^8u|djBr>KmedLlqr&mRbk
zV`$gv9Zssfj2e{|;7t@2#4@SSO!7Ysz4JD@PeBy8+_9;Hm8M)ioyn#`{+m=yh&kp<
zVVS7sf;YoX&!4eTkyT_cSvW2NYZ2u)nw@5wi`%0ORjbisU89%_E)H^xpR}%BU)LQ{
zmWbseBLehFo(cp&>M0O61>+KlM2Q0}5l=xq4G;78N%%2LWdJ<-oCM<&KqiPOd}w}u
zSTG_Q9Uccv4h{+i21fZE_ddW(B%bW)89=xk8=V*)qH&axC$1|R85)5JB+|jX(CSTK
zNV=mY#wAjb47A2K8Xp_yEucZ3)PtrpIKak1Weyj2qZ@hrfkwj!#$TmM{9}T#35mEn
zD2bmRnKBY3c$)y~r{ZZ~D0kaMt`jTxwEOsAkC0$Am@w<j8l`%g^jwgwhXP`2y+(y<
z-EMPHb4skFTB-6z-~#w6FK*w)<1H0R7%{{r=3&UvHC-(fB7R>vo$l01O|V$d8}WHA
zZXK+3aAUQjp)j?sbM@H=_wI(KJ@;<kx_f@Q*lZncZZs<Zk_Wd=PZ!$rdprBfou#>2
z6}pK=7Zk=!ECwDUM|^&I0v}t<W+);#J=#Az+&w=z+*)6Kc>n(GlQWEA$cE)o<<Z5%
zt@TZ8{H=QZ*3tfaqkeL5aCWf&<+DeC#^ZzCQZBu@y0kn$cl&hzXnzy(>eD9|P*r;y
ztB>wK`1F%!t!jB=c^Oj~&aU(0qp!e(%S*RTZ{0dN{^I$w|NSrj{L`n8AHw#X9Go3)
zJ%4oXcxU}^Yvs4!zIgHA*4@*Ci(5zAE1h3{`RSwkXAkb3ug*7bAMJeo{Nmo}A%f<?
zMrV7mezLu~SkJGuYoGAdmG-wU9zMH&y1(4q>{M13W_Q*WS6ZO3P?ajdWVBwP48y;&
z)LL9@Q<#I1tlgZW3%SZ;E*I&MhR4QknNFvPW@8srDJB^dP|7Bmnxc#s;ga|U8l``l
zMqjqVwFb3{cQrgG8}1Boxm_e}9U6rSd0j2nShQxF&f>DUSTn=-vA(@`czU?J+9C3s
z%Mr>h1}T#BJ3;h(1^RGz|JKI-rZ-|pm7TSAvA9q?d2-TPZN=lR#r@*?Ni|W`#LD7A
zTb*ghe5rn4dT1s;=1KLJmQ=GFhD=*d(|c*n)ZBNMmKDVnNqJpSSyPl(l>n{6imJ4x
zgBkOrMxBY93j6zd&$Vc6A~!G3%}<n<B#jMywmIQVU!C31cvA!3R38rc`0Q|QQB>Pd
zmsciBD~h>YQ+7dO4qltkzAaR~HYEDFE7=#E6-L{N?23jOe1jJQ{Hs#)8&b;~*2pEP
znJna=$SiMO?)w*)d;d43^}TCDe>9={#f_1lfV(c=_~!${KS4$ul)NI;zUs;L*`n9O
za|7w+k=&ZtSMHfEUG<hfHij>Gt2Y9TYmV%t%C00iuX4l(#QL|@Q|}5CulA1pw151k
zg2`8hrLSGN`IEtkpY@IYRPX*UkR7)NJ~sI-sT}X4PKIXt;w_wDBHArt_2J^GsI)2x
z6t0CU1K9;paZO7x>{R@Q!GC#N|0)=-G~b;u`tiR%z-Qp!{`J58?D-duA3QrdIbUqg
zZ{f38UY(nppRG44#R^*=op$GFZ*PBlm)3e};StlkjPQ}6!$mCVG7wm3Xcwmxn$k(|
z0LG!wkujxQjni1EkmF-fise$Fn4v!Ui}V_<C1zvSZcy6ws<oxIOgPr<%$by#RZ_p*
z<hB}|4igHBQL9P9Uq!+kn3JK1QLXU1r|4HefSaCn0arK>15~iGv%u$r>cM4hvtbEl
z<wU2__`R55{B&X(jTo5%06SV4VaWgoC~>qg>bt{l)GVrLopMfj$#AhogpNk3JNrA-
zWYEdbwcxYR7mHx6ujC6<Fg2^3h35eSkVt_*B$F?Kp3v<g{=nh(W{eLwi-R_Dj9ZWo
z`Al}&={`KzrPq>39H0u_fkQS04m2s13*{WeUnmh>jYy3k0fMT}b=bZ^;^J6_kz1qG
z#Aar?<8(}@7!6H0$GHYG-#p6*fYgCf-M~NT_1e?Z6WYHOa>Wm>cvRACp*-7cqaLD?
zQg?5Kq0*YBEDo>B&s3t@?WGrsVh5KefSq0<mVpqka^cQ`RfE#8SQ*u!=Rwbl14BiJ
zyisqaLjdH4X2-vhf~4IPmluwAEOt_<!eX21dgCotxFAYOIbv{|KofGGi3Aq4q+F?2
zYV`_@er%jPB5aohId6DqgmZdUq?9Usmp&59yPD>to<4OLCTf=O#?$D<&lr$~y8+6=
z%FZ)@(uY}#jxUN>2@;Ydq?c4UAu*bqLQs$d9ndr}E>kJAq6yj9m<W;z>@+?u21kvK
zz)(pj?-B~cQqiPdV?=-C21iD?rgCIh$geKvCX`BK>i+(b!65;Dy1{{wae-JYRtN;$
zviIS^5kysgFs9Pzv4KJQ5+9(%6~M_|1*VFHA{wrEQ3UXPIK;*#IAws@Q>qPJ|36)2
zdJ|x5OfVr5NzpMugCsqXM~Qjz(sXyYjJ9YfL8mKS6f7A5f)Ta?em_9En6Ki>qk#>x
z85c0YL()}cbCP#}OXL8KR!<!S`ZZw|zsI-OZ0l7TpT}3q<mtqa3B@{vhRXey1B>za
zOM0|c%r~kPCXM2u2sBkOPed|-hFdRJx7XKqHn+a|;<KlZ9^&kRi{t%LCNG#rcbnVX
z*o4vj>g%tcJbt*+nSb;ER*Z1;7JbW%JaQi}jQ!<b{Mr7_1`1#s=`mk;eDUC5f4^3#
zHmVfvtu4(j&{~s;$Li(6%Hrbb!C|9ZJ>1$l*xo$c+l~ahgcDEpx9i1ht(-sDS${|d
z`)Ie*sNBDGiZSf?@DL!ky|s;<?Ahao&mKR<5BA{xgT2l5)BWx5zxw=OXJ>P@v)Y-x
ze}3@!^Jfq4+`c$Je)0JB)B7jq#|KX@?*8_h&ri0N&X2b4ogaVt^x=ckz0;kwd$*47
zoE&`l<o<fA_W16}-s=3Vy^XV-wTq+8&mW#1ueA=A=T5g4);n`wJbQBQc>i#7_36cV
zF-7u}FlnHej^$EO2BB(20u4Nb0yTgL2{pDa5m)D1v$L~=1(FGfbKG=+aKML?zk4c&
z72j%iS}jgK4{b(=rCZUDlu5YB<8XG%#~^4YCn>#!0i$`$Of!a7gJ9hauHe5klEBrn
z-fpJ_P^*RprKW~zTcS{OR`WBNh-X(;*O^EE`wn^M=PRAfQler@)=XIO6E#_?p~$pV
zrDb(xMOj`^6_zxZ$%{*XC0VS|KfA5pygM_0<elA{Y96{8d(PsTxw>vHujuf)cZ=w~
zm)(h;Xk{onH{RSdVE3Aeeo$JLw)bp_`UDf$vHD=7+B>_YWu0ek$52~Wg(^cv-&LdU
zhBH1op?(`9R=?;~z5nK<?R}XM%l%tY1M=c~o?JhHM{D?fga3mG!y6j+hjQ~<de=K+
zldnu@f1$9vBhtMEE)pnSH~HUJO}!;hy(%%jF`;`cy*OIln#it<CYQ#h3RjHr_q4%x
z+@-7b)cc0e+uq8x{HiR!rt}tjDbL65B{96IbaYdeBa&add*y$D{`%nhKOYwVu`fKn
zu~RU)dsWU4ZILU%T2H(^oSYZL8snukd1*sb+m^-W`eXIJ+~P!LK|E8w>CRk>w+C&B
z_XuOg>+1V2y8A>w{`Uv+3_N)7?ECNj^!s08@p^Xe_Qk>O9-jrB)&ii5ww#3}JQo|R
z@a*p$H0mv?jX0)~yGQ&&ma>~{R-K7KTgnN?$2ck}^m>fMQcmfy_e#b1iWNdYmyBc3
zxKuO&Iii$_sin7D%t$tP9<-CPMA%Oz3vU*RBq=qAUPmI!X;e;e(?&hsFnd>^oZ+O;
zL2yVh$zXAYVsCs?Hq&gSK(`fXJBQUN7fS>5g%W9WyYQtjVq-VzmY0`U9`r*Gg=eS%
z&>A!ZmZDKQB|XD~gS3xk(g|ila9z+E<qyTowk|<LhyXY3`r0}YB&p1`rRA@`{DwkT
z8u<ByWG{(4*W-(O6l>`9+(Vz!X7~A~i=`|xKTGX-<Quw}O34JN02=uDV9XH0^g7p9
z=2?$K2qF)dN@ly27!Im94fI5@w=(1Qra}>vJOCTlqIDF(hzCNg`ts7sj6Z~@2!Af@
z1#$ya6_iLI$o8_gH9x<wxQv+!-Hs&t#`^mGyXP3Rbbw*4o}gy8$HU9;BEbkALypRN
z%u6s!1nBJ!H!y}QXQ5PM*2kc?(FF>s!MKG9?4@ZRY(+(Z1&RjDfNKi`#e}8XIgOwR
zxfF?~;B}z#xR%~v(dwy1o$Ok)45o3x1OyJ&tuZi`Sn707Yjwt8Fvb%gmvgeNn{xZc
z#>FbFS*@X!O9@m4pTuHm@Cg`+BqIO}pS(;CqKEF{(dfIA*4*;Agxh=>Z&Zzrj)S9M
z*aQL*UMvJb)ugKb=HT$CP%2gPb0-ty&YA=!jSP>g)K=M~eq?lFLM(%TLes<yKY}Gp
zh<%F-2w}a5N%Eq@#o>a35bNt5gq_nGY!F{VL#U18{Wph^2#1FR=$K;yF)HNX;3&h>
z-6SRkuu&miEhC}GNeyrjXvc}k$nY3N@xn178Yq>mKuuuP=ot49<&hr&V?31}9vz=l
zs$A}AqO4=10stX#OW-S6OShZV2JO_#o(er_V6~o~YI;WPQ%<Vpv*{cqTjUR!H-|36
z@P-!pLw=LGj}&F3u{gm83`K-1DOzDVM>0OqZNkFQ7{rKZ=GBZuq6WS8?(OqrJkg$O
z<uhrlTk)A-Ih$KqTuOwaYs>2tm3;f{ukPKsySKZ0@9z0mUw%q{d4K-^J7|nqutcU(
zsQ@INzj(I2xz4N(Rwx?jA3uITu>+>8z1{7<_}!mj5_@$2{&!z}hM#H{?LU*Iyq-B!
ztd%S64h76q&`=FQ{E!YipciicTsF&jUnQU4>uQ$sWGugU{`lx%_u2DLKymFxmnFM>
z*u_ZaNBd8oKJIkpH`Z4UcXt;^H8$svO*vuw{KfNow@ywEc5(PWynpuW(cPyH?y`mU
z?dP8|bANIB=>Dzajm4Gwx6bxfJNv8c<IRP=_0F@0=Ns+Xy|Y{Bo-6If`Towo{{6q)
zUF)nb%sstxcCxj+v(!YgymPqq@ci&#tqlct`}FX1XC0;X@$KWi<+)BRv%Nh3;?cc@
zTA`kcWg;`3+1l#-9C!>QhVLTIa2k`XZq6TR_DfM*Gv8{kamncwRnKsnR0J~!;&Xw+
zY_YJ9)(f3VMMEzk9m+1~vsEHs%cP75P=3pau0|o_Qy9O8R3btn=OcyeZP)hiv~w~1
znv?ugDJF}B9DRUFg@V(@csTaS!zcgnA&)-%#e-^n#lzlos->c0G}#nI>w?srxV~v2
z0_jOzaV9^GHsrBcdAKeP&5A9d9#?93IxFzyhGEH)&2c@xEdA@`86Dw|r{jb9wxYNo
z(K_FZ%?`E?>`kgxmkr5=a4LE!-w`*qwC#O!b&W-AD!GPz*`dUol1>S&>++=KLwj7H
zuz#emzAe<e-8b>-gzg=Y{!K8I)bu)c!xa1o!LeuTk0Gf>Wj~V|-wx!58#|iPsw`Z>
z{eI1#zoxLg)iun^U$KQhtnbQ8oA7CUuEJ%N@2wH_&sE+xeAUaTr9ofi<M_g0d|^1b
zG#se*+vAt*i7Q&~``3qmBGJ7$B!&um<>vS+J)?glQoO};c<0WY<Xqe`({J#;>&{$>
zG=|a(qRO_4me=CCsJ5w$^Obo)v@zl>UGtW?wGW)x%fWhYydl~={n7gM5C0hc6ZzMj
zox2wokG}u*H{XBrr+07Ny|{D1nI=g+T7CGW-P_$;Ut3vOSuNyCiCEHUN3OEr7lOp#
z6q~&^7%et!sZTO$lv0R;@iDzljhEhL(of2iRFqR~BpMlk%fc`(M}`qiOxuhzZqr<i
zxgU-u3Pc@~M)`6T*TY#Gj(VF;Wl_qb9*fhcu$weQ*Q|P#MI$$9mDumyb_3lw=$uN4
z7%-Df$7gG0l}y1@3q%+O;1C+3R!8?E1v@$|jhDvN)#YFQ@+;4j3x(0`bz^k)`n`||
z-GrT#&nP7~V$i7&<<P3=E`q<IDAj0Gdz_3-gSJwkke`}tR)q4Db7irc;lMAZ;xVin
zP(qx&t}HKR;$*&pjYi(<wry^#&6bNMwWdZzX)<2Ory1tq1D1#ac}&{O=x~62Dr8GK
z#iY|>c3CY73bM@RXdr0S<Hqqhtai~vchZG^PMQ>Q*@B-+{dgi6it>CzlF(MfXf<m%
z9BMI@LC}SQ(dp^#mLje4)oPOw90!X)76-H&oeredUh2XYNEM9qXjquXphPHErTdE#
zD!liBK-gh(2WKMm(sq+r4p$<X1)=$7B1|bxOfa}Z>w*hj$OZ;bXe{Qg#fv3th$fQv
z$dogI5Zc`67-n>(h|E1{LX8111Iq-xlgO0Wazr`=iU2t<ZegCs0ma!lKTsO2S*tOz
zg)JBxhw}j?izX!C6IvbgU@$U_Vg<;Gc|nCzC6&tY>Z`OSgg;;vm<p!OYH{gx4iOg<
z$>0P=M+7`df)@ifhet<*H*WNS#zw$tLK!QCBo<+rKwo2H6J#O#ZVsa`@&^<{%xQ2?
zu&Kj?W8f}s{AS-Euybf|tpDc7^^b3kjf!Z2)ft@Q6RQ3J0lP&SjR|P?L;tFj^npr0
zCXnz_@N5qaj{>v6o`VCUJvaJqT<;_H*yYNGM_>BfK$6I#Dk296w5(<Fjrdo990OYv
z$RkW61W!!JVX>f>siz?62|*{9DtRZOQ3JYig{nrW7gJUtk_DL*ELPcgH0doGr54>5
z2Ob-pxc9jV#30L%$W;ta)6L>@<I<-X*P@owT1L#1uwFNJTrRRsU!e7uQ6!hu%7k|&
z5oa-{kjgUF@E`x<|NZpg!(1juMc>`Kch7I#e)QlG3lVILg77m;K22HkcoAYTl*a~5
z^Au^ZoE3}Dx0~?BII^J2RyxZIb92a!Uw`uzb6T`3+<SQ=sYnbV9{2h=smA6U8<b0}
z=97o_S)qi^Jw4q0>a$O}A;V;n@&}r@wzkn2JGV{_@1C9BIX*ny+kW!k?)|&BR#!TA
z&ki?NRu1<Mjt-74?%a8B=g$B6fBYNZ)~C-NfA`C8zWU<%pMC%BH=n(@bGUo9wes-R
z-pTgj*Uz8aIXc{4TW!@VOoAP(H5clIhqn*gmE>d2OK*2?WNm)#!TIsy`{(d%PtK1X
zp6qPS*PlJS`}qFp_DbVyf1TUkAU|0y{OXI(Pd8RJ=L$z_jf>OWS~4`3jjh)6wR9XC
zTp<>0SF^1u23lO281Vf0OpfLW5|7MNxu<N)D}<-JCQ@<}Z6?vnMYKYGp&q`RXr;Ra
zIOfEah^Yh43q;Nb8Yy9m#jKo^n{;}ehE8J?a3S#@h8}qDNJK)x@X(~3v$U=QV4#0U
zB1B{#p>d816wIw(fA!VhgdhL*LGJ8qt+gJjE;~ZS(dkq_V1|W6ck-q+c!M@kdk8#p
zV>-(i(4cbaLuax-SRJ!RuiK)%j#z)U6e~9nsSVkqm*v(s<)$|oUbN2KaL4+5=^khF
z1AFAd;*xav*u8Qb$TelQ;JYYv)pb>ANgk~Z+k;oNj`uZF)JJ@v_kJMKy{2=2II4J^
zc}Jo8b(-gU$A5ZL{PP~+PyMB<2H)H7T=}0T^l$ZyztTJY$KWeiFR}hTjq{^uWh6f@
zM>$p6NiSZSw7fB<_&E-)Ucpc7u@7cyJ=tZUV(Ja4?R9PFZCmy|Z}p?x`dDFOJUH7M
zYW7-F?+05qJf*Agj?k04F3`L(GWiRg=c7T%&&QOn^^X1Vg!1R1tmB8LE|Lq3%73Br
zzC%Vbw<0cW%A(Ew)Z##SLqsb@tTB>bmW3OGQ<+QA_RUbEZ>H88sr47;t*1{;|Mrvr
z<5&JEJp*5T_1&{)FMj>&-+uChboj%Q!y{7LTX<6+J;tiK+AWW&M7mxlKYP;wUr;Sq
zBfjA_=QN69XNV`cNNhJ~NbnJ66bl8D5-~Y3kwCzynOGo_QJpj)MvRn>3)Bj+9T-95
zjZy6~t3v^bEAg5-IZcyLS14C>$AO#<ufycF>0rHVI=M+HbyGNLGkdIBrEJ1wGh|c2
zR5D1Pf>NP`dk1~d?oJgd!)h9ZA|CG6y24=5XivhCc8DpvrCF~K3Zh$#Z4~9p0cEYe
z8^LQgTUd0k&C|({FJ$Z%18o0Hh+$<31}BbrnM5!;L&t@SZ!r^aZ>=w_udP9!v8Gqb
z5h}zU762XbyBE`i!;$8b%g?kBov8lRr4|ScKNw0(A)BE|d#+v%2feq>kI)Jh<`-C^
z!F^rGWY~{uHEOwJ1fw|~o=}i!fIL9xU}pm=3A+yH>Lprpu^P@wAx(`lGt4jgDc}U~
zcs;>bB+iL113KvxfyV^wQ<uVX27`f=f10DSG0zM)7PW3Lkpf71)15fG^e-zLC|2!a
zFaxtMR`Tz3uzQ(wcA-UpUKt69#FKf9Rj^(p8x@5443<Kv>~MInpo6SnY-p12KHGpS
zje*(<bUidgsT>N7;XBr+i9LEz(6|vUPxxM`F`*#>rD)%RBZ3qnHL2C>@IG}fra_&A
zLuJ`mMFbK2(=F7(-=)@yM3X`xsYco8un;+Kcu)X;rPf(SM@2(}0*qLwY}mubM#K{n
zigCuDrApu;$0B4<7^*RW5GrbPoYg+b;4mDm81%*EdwYil`$q=`XnGL$^$vlr&?tpt
zl93V7(7-67r`0|MlV&#BiBk6U4&S)e*Vi*RDb-9l{aP%~&Zx%d9ur{57mbdJVW=>J
zaZi5rr+>zb;o#snzz-pkBmvI<-j~ozI3cCAwYO)0k_|dt#o|ehkWg)dgF~@Y79sk^
z$G!c1L(pp=I=~w$B$w11yF?bx8)a@ftp!Rg6i$Z1DF7AjGU5zS&de2(eF2_ztJuue
zF8LwT;Kz={64a4Gv?4LXk^$I+BmqPs_+jM2Z@&E%HTy=?W1}6PKWuh}yJ56);h>M7
zqG&purw;4l;sXC6`4q-19^JbS3_CeGW$5Sry?bZJCxjUTUM?L<XR?`022pHwwn5hK
zU~dn@e0Si!kS79=PNqtQBJ<^~xfZqdc*&@vIlpy+5uGltnHk>#wtLF878dT^xl^y!
zad~YoFK?}`Fd5G~2tY@b#M<%#^<sGNZ=c=@1p@4r&bQ`>SZ*vYeD=x13L(vQ6BGXV
z;Xb?@p7Ou^i{F0#-FIXvDJT5&lP6z)_MAFdw8kg*z+B6}`trs1UwrZf8)=X3rhJaW
z&E@mME!aSYW4D((caC>1Ztdan%0;FQHkLkn^7v$T@7_rldaW<EF@_y)F5lYQf(L8W
z@;hto)rIQTO7r|^cXMIBQ?Ko>uQt+=wMOM+dwIJv%Y0^)5pbuYmQI}SZ8!4S1=`u7
z{(2$ZsaMMBL;+h}twxE*$>DxvW;ziKBq9NZ+tmsQJCWH;yi&<;@8RX7dSiKOYm<l*
zeQ0#cbc-(BoWq$F3dQ)i0Q6hPr8p;*@t#sE@r>y;gtO`URSe(kN0H?8d1z>OaA;JD
zZaz9b)ZZ_JN~S4KCQZe{PaZz}`vBP5=3Fo(_oqjvlf5ueu2`>ShF?9d_y7QmX87sU
zfZG0^-t&<!JM2#MJL5NO;VYiZka?yrP@pum-<QAUNni73Z#v`Gl~eEHyc!n&f<CdS
z$Ysscn}J+kzAdS(YWSU=E@$F$qA^liSDL0j(z~xIEgzE^^rSB9JeMMM0SQD~^vX=B
z&zqvW;*!Mh8ev0k>4q!wq1gE9i1Oz*ML)YK{1b#l_0&5Qg2_y8sU384y;EAz<d?KY
z?}sAIFNUSB^p5^yO!W(W;JPV%MdNuVw>%N5-JHsOWJ$i~DqNYaTn$t|&a8~YIs@_f
zL1*@(;9Sp4qbJntkF{_5idTs`qHpTF@4uX$d}D0#PsFNACl|MWfC{>)VYTZWXYxvB
zc`UOm@)mD^zM{?Rg|+eWhBUJv2v&Qh^H-vCHxdhj$pxA;1~V<?y-#-kDItv?AIpFH
z4E*kQzx)2%@4x)~D_map?pz$~9X@*W=pmyW_wSvZoRVrpz5^k!4T~O!!o^<9l#M2N
zhFVO1zY~d&_@ULPvl-M<;fT|2Qgbv_VwmZU>at{PRIAl8rC@jzaK%YCIcm=4Xy|e|
z%&{OJ6MDiwwCLE)CYT>E!L(;eJTc1WOoSAc)97=V>^hah01PuiFwr|PWuhY0I_0p2
zNgf6Q)Z=t}aNv=M`}qTEQfgAV4He<=3|eP*<i?<f^ufEsIiBC|Wp~YHx1-;nsoAV%
zl*QH6b$TxO=oSdZX^&u^my(B>VB8;0P`v5o%+sXv!Jp|>@rZx6TA(|F#v#n}bS<tf
zFU<Hn?b!-iVvDw)?r<`LinK$h^XUZRmAB81h&NFZo==8oYwWZMsV6;C79N7lhRH`t
zb$^kT)fA0n7{I2w<P=^nyLG<36beK%Y7OHx@LKK85@~~MChhh4inWTPyH4yxL#1#s
z9;Fc<h?jzZQmXZcllX$%9-qVMhJ%7fqR|}@kPtyBo#isruwmY&c@=(xd&^cM$7M2%
z1h0^&2q%UkariW-uuv%K^@SL^VU7UDKAjl!rh+J}4v$QsvrTz0D!~_lkt8xXIE}7*
zGK^@KZikxyAi$i;2y{R!>-fYF5YZp`Gr)<v1S3RgJkBf18Kg2y;-)cyh*NS94rCf|
z4X2sS;R0?!7Li`W`H!a^W(?aEJC8sq!5HW7iot<#dQ<yujzBaKw<N=XOCKW^5Cvp4
zG$KT)q*(%V*S&o)#(ca`X2Ar0eKW-oRD=x;jZKK8z_uGb15{&D0f%bY-#<#QQ7%yk
z#>DVl3YB_edy_{oTW@~&;kA!H?gLHT>>U`mIWo`>VIY>Pt&Aygh#MW14)hDaa(zAh
zeLa0hc(^5{ave_yiOva$y!&7ky21Wo9@NF7PcqpO*lZ?{AXF=pX~xHhO1`vsDfM8p
zo}PXfJhjF&I5+}OQmc(@yMxn!nsiohJFs&+QsD%6Pm4SXjR8=Em-c#taL#<i?xYLF
zDxJW|hKo!>QaPK+qhlfyha*w`504{NwipbKj*efv_*60>r;)=$?A7Bnn{2$BZB{1*
z6*ShS(s|aA@OjNOX@=-LxOjjiKAp@QA00ztwOb3tLdg$h?DOG6L)Atuhni--VRd7x
z>p0S?aFnN$32yoH)_JqlBA!FfFd>3yBthp1`4xVw+2_H`m`J9wJT=7v?Gto6P)WgO
z5N7^DK3^*4Rg*G`>6z>z$h^0+b$WPk`{bmvuz;LNN!QYR8%k)dT5dKPxpa1}P7&+k
z$?^W_=^<Hz^^I+axMxqF{POE>sKVG^U%G#?|Kjn3-+lkhM!SCZ<lr~I{AO<jwQ&hQ
z7e4x<t+g+n-2d$HJ%H2xa^q}s`7V0p+3_cL&mZ5t{qXMDa%&cXYk97QY5%*gU+ix#
z9&WFG{>jDZ!S?e<kM}uM>nsBQ8imxtY`N7a@2quDGZ$**txl`M=Sib_wzpf12U+Tb
z-^;VU?wzjY^N{JBtN{x{(^EuSDZ$OBW8}msm7~Ws9Q2c_=DZcl{mZ!!Ru#+uFScvx
zd@i6Plk&;u=+LMC87!@!_C(3gz$lF)5@IES39&#tDOK{87#S4^gkmVM-rhbz*9R#f
z$-?;n<UC&4mCnka|K>0LpTAXJaeRIph<l<rW45g*EHX`KE-hKTnGr|$x;5Bqj}B>_
zS2XtbP2P{3k-lV2Z1aE2C{M63VD?{er}~4Xfl#@3rZg~98VQzZrRZbf+Tgw+n0(8h
zyFn+aKL?cRO*baWi*i@|%2e!fY_`9&DyPxH8XOd=KM+j5hFiY4BAZU%Bv45&y*G6=
z-5AZzi~ac?)zo`|@}RGD&5?ND9JwsBejrr6#pTWZOKQj4SndVNSCx)848C`ndbCA9
zk{aI}SN}q0eqBMWtLsCF^-Z<st;pPvxAd_k@vf(QCEV;G{K!`*pa?auXO>4&3q$Fp
z(d>#KwJ4m<_axe4L*T;!$t&PDa3(8Aqw-gD_G@ORgy8^=xv{#Qq~}zOme=bu)gEf|
zeWf1C#DcY}g=Il`U7VU93fG6y9Ra^e>xx)o)R*gB*^B?T$Lk;e{7>c?`0e+<{q*Ul
zFP=XC^0O}=UOajJ{IeI&pYQCfmC88~SGTD?9J5)bJPtRrARbqDv<*i$%P+`GMx%z+
z6!C<B>LS6|kdCgRml-zBtO#pa4Bf1>5}lFrc8>i<y$>?WM0C!gf)^VbRLexf81)LN
z*ENN!oQ`NSBgnK%2uBSRsM>Aa-cKw3Y#E)H(=_0iEKai}9>DMbn{JB7ldw#BwTiB3
zuFF^;=^!=;EgB6~hOr3OHsTPofDD<|Ht0mOqH9#)urHUTASVom*EOYUG{}V@Bl;z3
z)jZ>Dp>UWa0i~>{RG<i?8ZaAS_YMFHOG+w=91{x%K|!HVh-$?3)n)2T{XT!Wn3aqR
z5Dwr8Pj1~q$qV~@Xe(5blV_rAJnD56Q`Bf<YqRE4`2A^5>@N7l<Jn@dhD?Lor)#0t
z>%fw5Yz7lGTxn!MrJVCtIaC<+kLd)(@@ifO;)je@LqZ}A;|~dkVjwZx@5N%}H-Gl)
zOgfFsM7w<=ot%k;un+xE?18-r+dNDbQORJ40HYc64-p0o|Fo^slK|C5UI8wR<1&r*
zSm<G{z(Ul{b7Afw`zIXw6$&jjUW&OOYOv*FwbE#HxZFvG(remvi0MuJT@pz|H3a{P
z+6Y%86i6|ls1<6|y3ygT`Ua~*%a%q%E&7ztM@+!h*EiVLHvr!<Wpe-?knK<mfm<+9
zFN+;yfGc!8<VcKyINkwB+?tTEp+Eu)*V{V?pEfW!`th|MoM1ykqk?g1Z|`u=^?||u
zF`Qc0uHO*LxmAl8rbsNmcC8mZv9A~QY4T?O5CH7brORMlAjgf~K@LRRAJoQyfe~C-
zJ-xjsn9yru0%>m#hWoMJ8#h0`+N0E%6>2KZXQsRfxzaK^CcW7^eD(76k3P84d%f>w
z@8IyzxMvy-Hzb?@oN~9v@sC}<+QT|cJeJzs+rM`8+RdK+fty1kLjtZs^#nf2Zd=8K
zq`$Afx2KPaFn&R%2?Y{#TMTSWK>xq&z1MTAdwQk!huEGP&nWllK4E8O<eU=`m;(TU
z1Obr9kpM^lL}UPS&S~d;a_e+U)0Wh&)a8*>R?XNoF3UBZDwQuZp~`oDaCGAv-%Dz#
zsNH+>FcbK`_qX1)p2gq!8M4e}uw;vBGFj<M>iGA3ex$r)I{(eLKLKRHkCz28Uu`En
zY9EzK)p|WhF(xr5f+w3zzFAC?Y!6XEc}UYa6%K_>S_8{XOnvNs(bHhHfg@%;jU}vJ
zUH|r*pH@~X9L?}^74pldTP@;qtMzP_8un!#E#zA<OyWS}!8|@X3NB-H6+JdyuUEm8
z&}IF_S6|Svm`J6nwR$p<!Y4*cLKwtJl7586LSdPv21>r7i$QX{kmpxRE3GCyUp!e$
zyL;Pom;$mOHOb;}qgAH?{E&%ibA$64ZAf4$U%h&Di+BI#>f5is?Eu71j?T{jU>qME
z9o<|pTkT$5oPYf#Jg^UdzrK9^^25uAw^aC?o&5ffzj=Fi{mt7~pFiAv{r2H!zx&ni
zfAj8qtM={N`#<>Z>o0E4UY{O(_4?)6Ui)mjd9vNSIXk>KBG}nF-PyX@-&wB|H|xvC
zyPN;!$6sHc9z#yMJU$?hb9QoccXfJswDslNt8YF$+@Bv*my$=DjW^e4#7Ga??P4Z*
ze{ozba?nixzu9WRt5{k^UI#rh>m`naAvT{*9qjMWxk)Q7KYgN+<c#w9BCh;tP9zA*
zl)VN*<jRMfPKaUUN{LnPCaKEJt=8HaQY2R`5<YNV290L3)@;&uo+Em_(FhvY$`MA%
z83*A@E|m@1EG`Cdhuz1~)H_Sa{r#)AfAtrC^`HOqfByffVPF2_%eCVm5U|3UW2t2i
zEg^i#?UP*-LE+%UlM!$CR6yWal*Cs|o<;HK>~l=-<Nl{}X_+@JoX_+vF3S^j%gUa8
zWzR-QqQd;C!S$3j#_5IUbE$#pP>(Mns_eSh!Fl2@qN|ePwmDkXOf5+G6wGyz71_#`
zIlL?>w2jHCs(LUO%88>TRk3ZMJSbF<`!oHiCf@r#o$HBpyvykNWFq)<WcJzjz1trv
ztv{Ga_a>XFcwK=vY%=@;T9-FIFc}dHdOn?sJP)r*yqOns`GLi%DAAHE@0*JI_T;)U
zx1(OWa|2LiftcUXS56(tb#<(vpN#YmdOlOyKC(_cnM?K0#0K1p0`u^b*75S;tM$^}
zOnj9t03{x?WK#y(BEml#@^o9;ICrdH4p$D$EBk}1$0NB-Q|Z82KOf1g8(J50AO6kd
zKbeu^pT7})0z8BM-CzH^@4orT*I&?${ri9N^FRLCzxf$gtujrAxo~-PnLB%kE@R&;
z_)Vs-5Rh)j>eHZR;B^N)ULW}@_w+dRDmJqjv?*~LOeyRE?N;*`PJ6qP-e>RR2%^?X
z0RnxDTq6-^m%~hN5O2h+GS#WjbJ2UaRx7dlpn!OCXcTh-zy~BCGV_2YXtiSn!q$&1
z)a1~x-#s?f0TucvF|1cspmsBzAu;);$FYQ=fE8I}y2+Ti#$DEMM<~O|Kh#-4jf~Ov
zH#al!_VxY2;W0inu$&#Y)8x3*YGx}(&r73K|C2xeli&U6?;W3<4-L|5WL>E?%B!nj
zm`XsUi>X2()2P=<rDaZ(;7pOPux)YUC@hyL2eFz=Y!^9bLhVO$iv<^Vwl>HWK;fp#
zt(Z<wc*l21jW{DL+91(0a7=;OkbA<*Pz2|H0+v?*VEh~us?o7YqL38)VX0*vpqPkl
zX)4O+iEs&Jb$D`c0<b(Bjq`nh@gz$~!R46K1#BGm3p+=mn~Yi@8i6gKJAwOvazI%o
z_V}aI)A?YK?IG?devi-!Dz!557g7mg6zeT8Uj*gw7X?BwXjj~?ovv}HU-h*OTp>oi
zWo%@+R%^nhU`vQ`Yiwc~hZV2qDh_%J=M~}%J47~{xR}tacrT?=M`07Tc9lY>(^{D#
zco)7=o2^ros8k!IQY8yQ)EJyjQi)O~Q(}ha?`S>@T`;)7LGVEkvhZbzrAo8Kh53rl
z4!^>nH4WM93W;LMJ<D76_6j<KoSczHClSi!QjJDwP^)wbrA8={sMK1iOwrvvAP`7;
zdInr}ms+Li?GZ5Eh(%IV0*OdA&@bxm>wFNEN+%d#N>k}{`hfu<UnCz^Dw2r=;;t7x
z8m*DD1?rPj&QQhnxbr13M=^Q{`h-fk3izs0iKP((zeT4pus!5{*VilHKdCw&M<VF%
zkqJfoMIx5=_YO!zVzojk7DyQFc#TXdH=E3O)RYPppPE67_RJyI1mlxhsj-+WTD6WB
z4b75R<6L8Ch^z~TIz5uZ6nQ0Lq%&sRZXm31TLM%F;w9q&1>ALPWQvSuC-2~#P{}ly
z(8y3Yn9qiXVTHNSMFw3R*BLu{$7nK<jmDD5n<%TRrRq+5XL+gUK|`GC)T5^oY0hP&
z>QF~F+B=)=?M`C^Io?^W9$|i-<HKWAzCv(c3<qJ3b;`&9Uqr$iTRYdc_n@oD?Eyb&
zH5;rfncwygjtGO0EJjXdU0z-(1Bt7zR-wCGUtX1#myY-MvBdK<VAEf#)~FMLPRtuH
zPwwsPVNmVRT~7}0?{C>-9v+|E-rwC^-{4H^P*|@o-oJT855?9xb=zleU%k1zxPEzc
zd$_TFf+qIG=fC&W7eD>#-FIKTKWMLCogM&L-KiB1HtR314v*JM@2?ME-<-01+-nw_
z#rVlSDE^n*&H4j9N&D^nX6e=C(Yw3LyR(xo-n@BrbG2SxCh+*>hu7>mKRh6sUDb1m
zz1HgPdUbcBalE^Aw7U&9A9v{I57*67;ri_C{_3hhpKNg{8uX{53|*N5l^|r2F{IAT
zV(>^%)>g=(C3?NnwAE5_;qM^vJ7-A}+W<y77cZNIvkJwyo&Hd}!{eUD3R|s~w^``6
zHvtAFA~9@bovGdcFNMb#2MwN>2B`!|S3@*vh;8Md-K5ijw&>*6X`1lSep@&_IQ{t_
z{L$b3r@#H#&;GEoRt}~e(+fg>QZ^CjW!M;=>2<k#Cg%EF)6a~~PrF6G-YfeZt@DXx
z<cZV$bTaV5GWLnf`@)wL4Ng&n{fT}0aUd%yv@NNI!QtsLkG>cW2tCn$Z>)DJ)HOce
z7062SZEdL7H<RpM+SCV^q@lbfS+muShD*E7WKEN8sgreCvVl!q7haa98?<0+gG(}W
zwz=d$ctw$2Gtdx3PY~`hgs)*=*F>n#I{8SV|83*gCnONFYx>-#KGjtFGlE2whDY<{
zV$W2hcO>v+D*ht1ZYl0s7t6xJo-<xIq&M`jx~z6SzJBkmo;%7X_E1F_UspsL;`F9!
z*#Bf?{;4P4H#+|;SvSn3M65wm^^x6&%GO<UaYd3{*W@>~Gf7sWk7zYoC<#NQ{$x|$
zIv?7+fym)pzjaqnN9t!|_4Bcv_p#Qs|MK&H_TK-~ncDu#fB7$e^7B9a_UrF{{zrcd
z75T%v_Xqn&l}as3z>H?><RVsdItnw`vpbj3AXidqpi!JUjbq^$9&aL3s1^WoK#acx
z41H6RPEuaPwV-p)cJ>q<ppr?4g=@ranRkyb24S$L+1rh~oU_xDlfzEp(zN6-OE|5z
znW>2+ctMhh3&9bGYi5$xT06T!eEg$!E7U>AT_b}I<gQ@{`cH!NbYM1sU`|ZBkd2X;
z9v>rQJ>;|-rzTvJBd%OD;s^RLJd{tzX5HiLJ>3&TtH-$uxNOeo!Xik<dB5N88VyEL
z+-UM(^ry#J#`!~W-(2ur$2k0kpTj7=rSWM}@3m@!!Zj*O8qEsv_Z7VJh5W(MF(AZQ
z_pE2aoq;Z&FOW0BV8(V2`#sQ7Ja1dAhTrRkg0a=CXK;kg`{A;(>*S}jlm!_vO!$ak
z7(}vwFF@52kw(5yDEpY})48J0$F9{&O*SAeg5%@U*p52U!b~zthYJ?|Y%&9e(d+Xq
zL?XoHprMk20yes|R0)Su(6V9GvuRpdUZG(Ik%|i`*#mqyXc5U&rvQ*y2tzv}2!Jb{
z9v?V!g$BeH$;1vV#Op_?L3+ZeH9UeYw>UB3Ew9!<W?|^!jtr*);}Ax1@S!;BDShlD
z{%p=pppUSj&WP0tL5#h|@Yp0GB6L&uTIBnb3N3R~Fq}ZT=}1Y8BsLd6PY@Gq(14?M
ztnUgP)0d0orN_fZFc{5BrItEH5JwDVybK6rYK=vu?94Mjz4U7Ru+?r*X~klN47Zd*
zB@{|gsA#)Z$@v^uxzx-&J>7lZPf&7+L@pA`MIwnps_0BpVj1&NZ&$BIt?B9M6$*rc
zzJcEEJ}g)&l}4k{DHIB%x{lU{Ze>S?((1H2qtS@F#t$qt6ha$hHH&*4wG-M~Dn-#i
z79UQ5VPd7k3!F5ZPzOi*C7MLDsX{)>8ZHu9j4TEUxm0y^g|q}EKgncleZ7IdFhewP
zDN`se?e4Z$D=U0hircSm&Y@?JJ0-_RPzC<U^b}$R85a{O8TM&@hB`HZpp|>6QlT`W
zYiRWpcfNb~fkiJvCSNuW1AcS-A_y#_wyC9RgBsh9^Y4QvJXy%W!RXVfv~W!Jc6XqS
zMWY#p>UbhqsqoNSA)ZW`JJC9a-Nj=7tShyrp@k@qSn{E(l?n}Gk>~=+VjAI@0HGW(
z0<vWEgW3zsBW)pf!KrJu)(eGFC>UlHPHz`lG3XecP5jWv6o;wTA<W4dJrJT67RXpK
zMw}T(+B6rX(}N>g6hRZiF8l7g-)%MOy!+nXeg_(yOv2DQI|ks|IyyPKd3d<Fy#|&4
z?$s-ZVH6B8i=7=GZ?A8%Z*5RI`SSJk$=M}Povrry{vH+rtoEDr68Qbo!@Ub$4t9U?
z)rZTY_SJstCm&uRe65$D?1e54H`yFOr6^|-FR#uXPIoZgfAi*gt&(q5R@jz)=)fm7
zt`0We-k$vax9`7sbN~M8WV=$lKG?cA+#+ZIDC2a06W+y2Hi`S|;_%@0?JZJRi?)nh
zj<|F#mRMd|iiHEkTr8KNGdJm<af7Nzf>EA@>kD3HHk;1SyM{#q`dKy+gTKl~0FDGt
zZI{zUs>0<Q;yK2nm($VM=rE5f%GdZ%OX(z{B7diygv<M|lhve+fURC{aJdEzS{05F
zL{%0Xbazd_8lITqV2yJO-!9$X@IX#3PaE6ixv<ORdTtwiWS@M>lqFXE_KW_1JvrAq
z=6x~b>DD?PtE`{N4L_j&+Tngd-*hLLIQH@6qF`iRpdI|kKKXchu`joww@*LqmHf8c
z@F^7icv%t13EbiC(fQ}mvLw?~5Jg;Wo0it}r5#)Q#?v^RTG<{>H;nnV1(*Kh!qZ4u
z9$8U^i?Z(*e}Z&P7s?6K4Rv8t4^S(xq?(Bd_0G>+zFr_*rlF64tSYR(6RD_Hc88XC
zZ22vHvE#PVCu@eps)aJ6>1fY%Ob~C{XVb!k6|px-sgS~#l4baSM}v%E>-V1agQs#f
znA=l>^IBLLn9KAy+@DS_c7fRs6&15-UL#1<EQz`)uq4cG==c;Xd*(!4Ka*4r`+6Pj
zN8V)DLRm<s<jS70dEwf6>1p3hln<<x<FVr2Nc%o~@-F{RXZZNl{!aepZ~o&S{n4NP
z$shj`jOxkJ5gWB)jwfp-98P|Jk4RKji#Rs{tz)C2A}30QFvQt;0^kED;c1xeqf-RI
zm}@LXuKU(8CzBGyRGzPxS_mx9jk?e&jCP|ox!^A@C1*QV%K*tlutzwOEqb%h9kAO*
zK#lv{6SZ;yO@{N@kkyK4f{QFL>kS}*jSmO0EV!pfY>uFJ7V{W%AY`sE)qW!*;3lR<
zoHQDZjg2@Q7WXtL%fZP}7nmmyH(sVVhhyC3AZ!S*s}AMf?;o{8PM^FuJ7aB%8QC`<
zOvIA_D_{gHEGB~siA-VDI%p?7lul>2c6R0i5$7Os-W0B2kH-zh5H~(u)rBH6YCaYP
zC!N)*^<3QG`IidINLK*dSF-8NMmZFi*=x5rkb;lR#v<b^<q*>>7QI&EM@5`t;+vR(
zak>Cyf6->N@&ykMI!t;4q%pK401<E)aALTpS>w=-6Yc~L=llQ}<^zlDfXqbfhQ|>H
zm{0KeVB=A1bi51nr$V6uJA#=6D?8erOd^99!FzFg#o>c)fCCOeDVNUA`8wT;5KzY^
z*e=Idvv%T8_8}IjxRt)=$xq^y!tTz;hiQ+Go#I6@i{WGrB@*r^zA1KFj3k)59Ig&5
zlp?#~Q8$Z1#%DAug;L8#58cMVFlKj}ELIkas7YuzoU*?U59-lN(cCzLYqiV@w#7&c
zpVi;n+B+M@DL48OzLfqx;Rt)|Q4b4ER)j3;#8M5A2L?RmMqu^C`cyI{pPFGwAP`B#
zQn*_ZQAbb`2*msaeQD5a8t5NT$QAtqLWxAm+wj7d*BM=0L)ew0(M2BWA!;?}JmJM4
zG<VMZoz8fwTr!Dzy;Lk_8&q$$YTG-M|Fl81pPiqapC8}dU%z~P&&%8Quit%m{qXvZ
zNuHMvUw-)No3Gw~{_g8<zWnCLUw;1OyH~I8-n@ZUwfE|tdc=$O?{D9}x&Hj~S6_bp
z{&#;0BJ@2Rgs;E(;#+R&U%a`!yLfoGrhn?)yVvjDy?Xib=Kkf)yAN;PA>X`td3|$v
zb$xM7FyrjF(X8+6w%0dWz~9!_n)rf3L4Unk0>;AR!`&H~i0=j23kqB$%oAq}TpX4)
zwL)z(Ss1!BDnvA<H{GC(JFh{nR?iZ{;8f!r0v`cspOrtfJ7-59<H$3P41*d*<`gk4
z7SF)9L+T``LW(4gH9SIZY0*FHUknAYA3$`E#^O}b7g-mUO4z+w_tQ$&YSI7D=84E*
zfnyN@dk32^I*J0!kbnt)dJNZPD3?xg^kXGWt0&*iVlapZTq-W})Fxj;jSp0@jdq*2
zPbE_fB)H2CC?8r|tFqdx)v?*19v(j2-d>)cz|?|`e{+7i!SJ`ffl$WW_VVWHFaPo{
zcn7K?+s#$PtMk3BMsW!<{B~pY4}S8y59epNzuw<p+?^i&^s6u0wUxDM@#19n_5H=#
za^`5Q^4;h64`+M#r-vsyOjBEDM~8<yn`Z~xfA)(%{NnXJ%^kI+#6~H9xwm<9wDaS)
zclBcW;pX}pR&2Z4sAPB6>&IK0$L-DLa&fa(#pzI8T|GZM#=yYIbTKdk&npoL<tVPe
zGYVhAOAF*olvp(v8R*9IzA$F6a3@Za!?>`pFb(Dl&V<cAH3H4r!LQreNywmzI^CX*
zBCU`si9L=EGgz6RPcXBt;22vek%qvW%Qe|KXw{;EX;fUd%qAVv7f;m=92h;9+zSvn
z&+M#ku29HtY_9L@ZY~w0Q*$PX?vp;*Z>lXH2jW8CLZ4@`f5`U?1{YxbKu(6^YjIf{
zURF(odM87@<H7#PP(RZb4T*D^J^)-I^^ZRK^naL5NRt)brh6_WURpQJCi-$~>Uc#~
z+BU_@vTRekyv?xW440Idme!XXm`RBOc?pvYV^45NOy_lW-4@7T;FqSV@=#uoZ5UVg
z!R8z7laFZPhL5VYexx-0V06CQF!b5NioS6^Qrt7<+Pd<Q4fEA(QX0s1tY~u?#dJ(g
zIpf4amto|S!KtTq&oleXv(&n-u&c|p^@Uwy>Dbu3v8~@REEy6l;aKnqtoxa`C{&cW
z<9!P&avHb&`GHVLm|T+=cJ%qSKD%zLo=go+_B`tP7lx5XzO2+=5GK~7>kmWqGe`Sj
zZ0%-f^?1ma6mH%{FTXC`f3@|iJ+}O#|L)l~{)hkVKm6NY{^c+K^xuB|_RD&u##6b<
z^$-(P$8M0$W;t&|>d7t!{MZc^=BV_Az6Az-&WCrqb6M=%!GT8Nh{pCj>V&yDf?sPC
zx~3DBk%blBpv~T49$8Fyt`Mu2aMJob_(idPu|y-)51t4s*2vH#;<&?V9JU$feeTZA
z#%yz#%^ck9W_`6>^m(SZkCNV@w{C9Q8<`7^4G#J}ZWv!9P6w>8d6u9aiuncsmU`X8
zGgGc1yJ_A%ML+a7uqarXCJPeN=H_~y8X^W23kA$WvmPHq4&G~Ar&JX|AT%3nbMu_B
zQ|bINsXb;7%uc}|_V!G<RCnQi3E>u7o}B?D9ejCzQ7YwFxtdHyjQhY?xyRYerf4|k
zX6hRsr)4l4@I@E>_t$3xFj*R!bVk%T<RqVWj_V>5EL>S~g-mN0Y$)JE6@<BzO)nvY
z;Eb|aC|!23-i3j{(1N7aSu9RXu}Uab%E85jr9zIoKlTj73YK;-AJAQ(7O<Y9*t!$v
z92%wV8W;t3FWgru!cC*2R-4s33$x2Ztszi%<{xUEnYU=bK~P$))xn0r<>GS7r}NWP
z?h9aXXQxIW6r-2fV71`%26oC^H#rUKUac{L#`@k=PrAyEsf@cOdqM2%;I=GgR%1G5
zDvV(aXRN1LY9i4PKQvp(whm&b<1UZInpuc8!_nbU<}toD)_e+yTrQT&Br1GdNMS7O
zMEyeKDT{%RM!mH|DpQFiN{LiC$ZyeL=G}#T{TT4nN+p7iOePhJ#BA%N5*d$43}ATI
zA%kIon(A=E+*B!X+rY<9M0I0xqZ1HwIgigyU%q+SXjE1!`Tf0(4<BAp+I)I;vcA#0
zygI$OJifiZ{P6jkH*X&vUS5Cw&F5c!{f>F*i?81C&-;h#&%fZGA6~t_fA{_L_5BR?
z=Jnf`{N<}}zWj=*>YFd{BHi7=sM^`vs;?Fj^_6tJoV&T)+uf)%E7?|+fuVVF*go1@
z-`=Ql`@cBdxw}2(<@V<E)ywOb_gDP+?%l(O53j%c>isw0e)%P=Duz0`D8Bvt>&~BF
zG4EYmo#8uQUCvRH`s()l2G|r(_-lZpr-w&-C-hPu?CkDs?e4YD&kxbrAQ;f{aL)XO
zqiem{Xm-l8D22oWW;Pgs??)qHrnbdJx=j6Z^Rs|iB!U5hR;yL1IeNfSW8y_DMFiuQ
zNV@^mTf99S6=XLgQ3AXaDkPAt=u(~W0Re;gj@6KdA69%!UsSe(v10_Gs{xk+Bw<b(
zk?3M^8KhpGhEo<~sMg7F1jajWk2;@;C#X&=7m84-P{=tkAu|#vSYGDUgiumIM4O0W
z&E{IGg}Af7zu(^2JlG@cxL>PPuz=A_#6XC<?8BS4JL?U4jPCEQ*ITU<`Xz5jE4Hro
zx7P~U_Db&6#qnCHa=m|Wb+G&0*Y93lpWU7wT^#S9AMV~=9Cp|eYvng*dk4+Z+uMsb
zx0mnk&RHq`Prv_@qn!<!iGK03?+!QDu<jpjFkh`fzIc0k{@v#fjpZ!$<$D{on~VL2
zoAdpRwS)E6YA&5z2(DF^E6Z6_cIr9M^tc4)6Os5r0AL_s4UV5s+7{+!7x<}0qPXrO
zOtHxBGoFxto@*>VkVrU=uxT|JxqJ;fM%hqvu<0O2Y<A{ti-k)gv6E4j+H#q62xWY1
zM6Fgk$SaMHLGU1#x&^>_y_HPFIg*Ty0^HN6RSJ{I)H$K?Tem~Q)3cexF^G!<q#j=k
zG8#o}m3k?W3pmFW{+MklAdM|+6BT8C&77?0;}u=DWhw6tRS!n0hePxSC8}EbAIIlk
zP{pWod^8>IPgG1w(<j!Er-6)w*AszERkibJK_J&3tBT6|mhz6VuxWrkvAC@8#Crny
z{%~35NeG7hFX+6c|9W)3Cs{KtZCFEj_!YW%NlVU=?jd)iYoQ=qC<-0kCwBK!L@<@*
zBirPYUfHh?D1S4wEXnWSpC9ayR8MSZR<?;pW3w+pImLLOn<7Z3@5!+LscYu333L9;
zGZLENl4$kBjt)i_Wbr^%IW^TUo!PcJwW)L`dWU>ZrX&4)VZ<lFR)kl@3}BI}D7~S|
zwGH_#L;HSeaalQ__zjuy(?L(KaqRI#^jWGc+kH1%KX>lDnb>(Xm2W$$N1mO##p|zD
z|IyDMzrx=Dqu1a3@Bil?|KiVH-rfVXt`^JLSfZFpQh!ldrW`gwwvNjhQa|nj+}-rL
zM&}pj-JQy?aA<)LqRVCmgNo6M7D5}$Zj>3G={D;qcVg=x`8uF66XWA{o5Q3tS#&zQ
zO~Z~MRB^lr#0D|q&bYlswaUp=z-Z`{#K0=Bne1lmpkB$-d(;L-a~uZ2nB59_J{e6?
z;pm&3;$k{IGCakF9S+j)P&OKY!s@V?Sx|D)CSrwE-90wW0a>e2(x{zD&@4HE&8AUX
z<GhdQfu=NkT&QQGP^Z8pOq1~%i(@;V@nL8mAE9t?40VV=0e27&P%JOLac?eHPABp@
zwUK}}R2+`*m2zRL-EgzH86R`l?AZRdx7Tts-KLU|jK2Hvj~zA#HgR<Op`jrINGY{u
z$jNksLgk#En7FyR`ud9xEMC1+u(&)k9pym>Ug7W4nhy{6$WWBvOis>1uk!jsFraYV
zpb`Lynwcd}FhVg5<{7$+xYaREc)VW55t@C7DAKb?W|N;NH#GzYh98c)@n{qciuQqy
zv(})W_0#gh<$0WTA&=K*#r5SF<hx*d#dVcDtCr-sUQf@YkAmhY7LFYveFs8?lf-Pd
z7#Xac3Yn6PExr=AMg0C*ZLk8P_Znl_jAxS1qExAIz8UpKD;If#nJ*O=3InqdvscFf
zHVAee!Gr^NfZ(f#$ew+6b`Ay+KV<F;_?_5y*o;&S;mDsb!{lOxi4r$7%r*`07V{x0
z8KNIkB0mIRXh<>PMSed)mUry7(64B9+}K=0x!T*`Zno+>d)rqxmk+P*&n`~huzz~<
z@bcB&1<J*4`{wqN{`6|K^y>9XR!_}3)bX{gcJp9wb8lz!^_vG0{Z;y;k-TaE4VwGA
zxWQ*nPq~}d3QNg!VgXwD)<z9<d2A8#nm3z@W|QGOWYS0=6%FRIv2rm(ilw@eODy=Z
zu|R6U8=s%dM0`;OWV^vX;Rw%+MQ6w7Mojag7XOIVZP!hh6}};3*fW$`@T}w_#q>fs
z7ilafH!8V})!g<PJ%)|ry^YSFJ8NeL8z=kgw>M|E*JpQkS9kYUmzO7(7htY74|mod
z?k>MXMf>u@=k#au=a(Pu?r$Dm-d<gu9UbkQp6uQ*SYDmnU7x;sxO)Bi{{H^@g4tq!
z>)?<O;pWNl9s}p;>EYUXouAmn<tfvP*{H{yM@kpaA2tC(qZCuJu^P14C&n1mNe7sQ
zoi0=olv#XZtOz?3{P6H>r&@XelOpps4kiAMP{vR;F*(lp4}o!}lZBZ|B~pBF(#+IM
z!xv4)QjvxDD#ZKzGJy`zD4l@|7u(D%NU;@;cDXE4*!O$eRAX)Z{PMcdY!Rr;W>Tym
z`7YK$l@gXLuL9D6H+y+@-flGj%5QB_%vjmm-27ku0`BV}ZA1^?Vrkq4<GS8D+-UAK
zt7kh@u`cg#ZeJfCE@u-I4-sL8Yw`Z!>S(k6`OEY3oyHfhZr7`oJ#@3$3a{DUsDJhD
z6_VHa{`Td;c5`{@bZhPY^x*n<=hgMuPIL9<X#2}I4}9KQA-mmJ{_6eftK*}K{e!)=
zW@RbUEHhYU^O*!&fck1B77DPD%|sTLQb_=PmE{7so-`&pzaPYXG_n9$kwf74&@jp&
zZZ4iLAn>Sr!1Bd;$6;{*WPx>z0gTl%FQAw?KWp_wHcT3|jyX!p|7bM)$}9#GPg~v?
z%nSK#PMxGmD`XqkROZr%inO1N4B2M9l+N4PP;yyASmSg_pF6h$j>eovS)*@JG<C4u
z*jgbJ8Oo^AWqq=&Pm~SGsyW-RWgDhsRk^gTp=2k%stGNL$Ad4%0yymju)OAz;>meI
zbXhwU>^2X5GBMvhpXv8RUqs5H+`77YXiqmZwWA?W6|))PVp-u$4Pf7zTIh?Gb%7;X
zw&n4%fl17l><=^hty-kI-<n+PPq&QeCJr%GupkMSRC?zpw(+N*z4(_;d;irBKK<`H
zpovIdq^8Yp4{qL$W!4m<{^vkbb<R&_lcK4`UU#&gVb3-Dm>1L7CmQ>Yy2Zcd&&wh;
zRcb>|H+Q5eT-q_No;kAHs)bdNYxdc&|M}!%cc372$GfK@UEWl0tS+Z(8@qnvVz_bP
ztQ=c?3CZZZpj-SK0@ZH|)xR|se#|)6ycus^+19S@+xNbmmy6BQspGe?n|G~W;rZns
z-?z@hb-agf;q=db{^$SeU;iIJ`^g_|t#4DcMm#AOjb$T=r9=u8RVtdw#L~El&|y-f
z>B5VYw=Vc8wVn;ng@bd86W`+_xP$^j2+n%&I6=CEqlAnDHyOHu!(uh+^wi?m%*Ih9
zD6`ebEmEZz8+HL?rj7+rjoDzpY2RrM8gowK?!p`9v=W$SmYEo_W7LQ7j$7EGHCWUd
zCLyR?+~t}25WBH^;k4l<J46!4Y>dv&=@fFrG)ATQK-g||Kqz8)iXP_=1-Xsm3o>Yp
z*;IOd)=R-RQWE!Q(sZm5@ku2!OJ<`Ej|w<Vi_wD59C||sU_Lg}+bf#(%+k(*?!=0t
zTH6{NoS5<WmJ3;j!<NmZuC6cl4h}c~YUFCfF8Ho2GD5Sy;X!+~QXyi`$_5`58$I5J
z31zju!I#a}rd+OY0h^g-U*M;A3Ce3nL>ix>L~?w1BpD|)p4{5n!UYX7lv10{I@iv;
z>EO&tITQLK5PqC6^zYit7Je7B4tY8hStPX?)&#5t`2VR1a)?9BLd-wNm`ta9YD$2R
zF3CI~^|AM4bi}m7U<P%|gY|!Ug5pees^rtL<}!)#dt_w7u!C5{9S}zo?rY=-WKZ}W
zEE=%=FkvFQu_WadH}5Ck%5QP3uw2|f+GiqRB?nl9g&p%1!7Kb~sbqqyI7OU1mU0jV
za)dk5f#4i?f@-aHb9c+;h%t$X7Wd=Bqa!>{>zl2;gWc1Mla0;R!QoDX6MiVvTx)D?
zZy@8`JzPJ$y1V>d(mB6EwtC>7EPKw+4o*+@VGEpM4n8@cO^=!3=xC37Dz7}dIKH|$
zN2=P}rD(6cyR(T!D;V(cT@cdeCqp&qVsOr+*Q#Wap+QT6qeyU0(DMQ-b3RQC*6?D$
zi?Er`#K`N$LUWTtwy7cOynEEi8dfIMD<l@J+@h5YS+zqPD|8C0S~_G>nPmMAoz$h5
z4;kcMmvMgF7MmTLv?wjoo^g}X<1)r($9*n?UEbqR^bM&54&?wZvqQ$<v@02K`-Y9d
z30ru|zA$cCoUq1chGJf4Y{s<`^Ci8`;=*KZe!Li&X%wPs<t&-I^;+Tbbo=aR^Y{Q`
z`SvMO*6|(_<L%wm%hzakcW>XlLbAKLI=MPOygEO)yE?wTIARRD=MC<!Z?8`ox;ED9
z09BYmfywhvwyUH$HaA=Ct+nl)jjio<hPS=FZSug#gLDLOlg1QwbiB8_yU9p^8bb#~
zc!2{D54X-;8=xKlKt?j27(9Tv#{;3j*qKQup@9ZMK^~0sM)9QJ`s0~&!#n}?pH8G|
z<yD#tF<2%NX&@>d&n#eJ)@{i0KnT<6I8TGs@^WXETZrr*9P(JgSiY3YVxQRDSmO)h
zctY?Gmj#Q+`}>zPLsAZ&Pb4<#t$L}_ZZ*#j_Ad_hcGuQ#&o9^ypB?PopB=v;(AaLh
zzPyA^kJan-Ez{H1>F!QG8Q*4tI^6p5-NVD}*{hoq7L~vF`7f}IZB&Y{E_T1TKijP0
z`)X8*xvggPV5_m+s+=G1{S^G`tNV9%SC@yo7yG+>x{JNN^PTnGwHlnTR;hTh(>|sV
zoL-Sikt|Y<pUy%E#~PFAJfUyj9A;6N_PIo)Rb2+%m5POle@4S$E|t7xCLSXPG)j+~
z*~InD=@?YXWiV97TqA>KavwUCT%lH|2nlz*jCi_?M2~eKSON8*PFvXU8w|)<R+AOT
z31&+c(E$FqbkJ{<NynE-Otk9jts2-vZ2vr8I2odL0?{XMH3a}=WQ0o`BN^Qo^MOEa
zDMx@ST>uzoTFmHzDOI9m%D0@^x-DLkCn|CZyE9D-(^RZ1NimtMY2vF202JxEkzJuT
z(yvDo8~h>eFJH2^*fwXI>c;8l`qeaEugn_OsexcoIh&O$EWd3TeKea8Mao8hM#~FJ
z%v8gOK9*fG+9n^#O+PySadP`%Hos{I)8@0GnM;a>JU!jQUw`!CUw-`Pzt>ov40&IG
z$Ddg2F1B@*eO<Dl^ra-$iLSv(Hi;r4nc%`O)w_I;bwfY0O+OlCT+B(stIEKNXfpDA
z*#DV3)}36}CfmwDxepxckpD3)lO7hMnStQ4#Gez-7X`j_S8hXHKXondo0r=9+?qbR
zs!&-!qMV4rZr9B7iE!Uc1_Qq?)lybZ9rY8}#?|!JjsM}>|KIwje|)3KKlQKp-~aW$
zzdXBqefR3me(}rizWKeItJjG{jyA?jG*+a=mBPPx3gZMO^4MZLpUvZr1sz{Pw~x^m
zm!O}w!`JqD*`0woV)YfAUu3;V44GpuqLu@%$dHr$;3OASp0-9K%O@6&knAZMMpxk}
z$+8m2%*4pVu-)aK_KXfXh$vchDtPs5ytouIXW%M#4q7OZ##80wcxH9LjtF|EY43Gd
z%?tB1%+gS756mwx!r8RSTq0U3WZ52SRT__*@?~&FbLDakLkOXJwptLS5J|wmYL%Th
z7&WyTl?Ja0!;F)I_|OFBKB%6!i7;|&R9d-Q!IuxHTqahd>XW<o`xm)VK`~t^)$ui<
zBT>>J#i%V;-M)OuJ%++cKC;zdo}+?#eja(>Oyi6~^*uzIyNVeL4FkzyG%-6LWPg@U
zrdq5(nvFU43|m?Z@R*1|C_pRq&-&Qin2lI4T+~yd8}Kt>G0-t=uqd18%r#b<89@%o
zj0NyQa2~hY3}9RL6!)}bJUWX>db;zU@Z>N+^Y-~d;qxy)Cq6*^5N_>KsSsYAM-k%M
zOc^G;%SvShSpb5@?Hw7ivxk>A+uQ4`rB<t@DrEfHDxwf`3l1V)5~;-L`6+F9yw}mm
z!R5_4qZ8KVM!nQ%te#&S7xI~{tqmdxFW<iY`nzv7wpu&n@h=X~U=<zG+k5`*!z+fL
zYd+OA5wugbU`SHiyPGIcIFwFLk8kd-@hWjAt=B6jbTHEwu*{?uU&^Q7ynCqCOMCn6
zlhggzZy&z?=KbC6Id++2sz4b4j`wjWLw&1MmPs~{CaqR*eHS)1>U`@o7gTE%CM&+{
zjrGQ`(^jS&x{!8Hjo|De!5R$*!Pzs4lZl8$!sDX^cxl42TlLyWR^ubivF{-o(!L(H
z?3w8Nh)q8|I_UR~>lGr#ErUub7xbvbeOl>&StFMVyH%2Yg{a4%5^AJ<MzvTz&?W1C
zVN?io;vNPty{N}3A23S0mHm(PqUT2O3w8fvle9}OdBI5L)CiS5pJ;kNvq`&$v_iYG
ze^4=C`2Jli(k_RxZ$v%dF-zwLl`~fPltJJdlm~~kvu5FfQ{^#;15Rzu=L(M*W7C5R
z6Xr~Cayb>K6%%WfbgdZMsO1lK)+l#I>_Qg1zC1ZU-9J612>a;%4j206>zCJew`Xr&
z-9Fr0z!N?`*aDw$eSUO(fg-qld3JcP+olnf&FRhU`4#VecCfS6+S+V=@!|E!@$TWl
z7F*G~+l!0ygPZHqhli`H%TwlF#I!eWUo!7uPCLIm#Rfn-D#<$@V2%1JLax^{jYw-S
z8o?by5ey=P`LLUL=vRPuF*z{>6b0@IK>=vJjAtw#>AQzb2gioaRdOrwNEq@A0Dbmu
z>^E`j=Q{0_5ma}2(L(c-z@l@fc+>-m-`U+|m|AN#$SfAp8JrcRr9vhiX9e)?;qI{A
z-rYc7%(bhP*O%un&yUZxS~&36s->+~?RcmC^5XRNXun>_T<op2R&s@OyuG%1b+%v1
z<~qdN_~L%Ee7E1a*s1}a*{GHGHyWwPV!d44-)w&K#hZh6^WpsP_IUgK{q+$L|6<{6
zYvYve+|}ZjZ*Mm$D_hmlyNBD0)BO|H&#fw3hGLF3jS7Y|PR$9Z%b;?`N8tl*tu>Re
zPSN%(uFe@+FlMmBb(-uU^ceN1^X&OKxq7E3$c=FRWle10lBdyeZNy!#lqtAEGKr~_
zN)r+o7-FpsOPE%z>R432XDFkRv7n^ygMV5(@M1HBF)VhOWE{UPYZ9LIIOj+qF=KOZ
z!xqNUlVOabAIk-DG|=JZX66zJ?k97>=;&hFzPvUTN~@Nd_NAt|v~ADS4GRTPwxuj?
z(KM~5&oR@~u3d~RZ&}GL2C`zu^dk&flR*q%f=<YB%Ua%ZZCp=R4h9!j6se|(A|cz<
zXXY^)u79Yq{?Orh5-6A^7Nlb#SQCcDWl^XwK=rm*_dCYXC$;n8^8R4`#F=g?axGQ1
zu9X{pC{+BQSM-tE)bqIeU$KsySm+rGJd0Mu`E4zBFJD~dbU(L@emVjEBHcgYe`fbQ
z8uUCGo_{)%?n!Ux<_lt94uPx3GV#M9|I_hEmv8xnJNG=?6ig+an<qcDOg*yCK61=F
z8VkMfB)aAcec5$D8SF;2(TZ#?DM;2-u`2k#j~T$M<4+?Mtv@e~)Ge7!OJr3ZuZs}k
zjz5nbzKXy7uEP!c=l}Z$`x8L#`hWiGfBo?{KRr3R{MqmS!T<crzdS#_Xsq%?uOfHh
zwO&f$X3aKhRV*HOi0Sf(E^_=toCu>7k!>V_81&<e@u$G=L?fw00<B|`(D=w8OeJjg
zZ2T}Aj95AKJ2^(NN3(Kb;@Pg#`0$1eJB<c&hn$R!2MHTvG)Qv29&0$w+T`9XI@R3t
z*!+ygpw;2khY3OQZKSicoB-M|0i(fc0Pk4N=Yg_1tcX-xOJIl%6X+wBlZr0h+@4Y9
z#{!d3JY_V{jcDb=9i&!5$fQ5Rs!<V(6M;EUDY2&@tZQBN5%T*ukwiiqK^n|K#LXlU
z2?szap?))8qTNSdv(bp1h!KrDFfIt#gDChk3EBonFel3-(p)|_H00nzv7sfii8HO^
zYW8^M{d1fgiI_!WAuA*%E6Y<S$~@sT+K!N?0MFuLUGUGDwK~Q~vWGab3_1f6A`%jw
zI0j*A+@ge!7^}P<qW1ZG4mw33FpK`OT7}!gohz}kvrdM-)xwioI;5lJfU4q^wfZXN
zUAAUWl~9e4BOo1ZZ*4FyHGw)_oHD31Ir%qhTRZI|I)#t+kU`#mc(b|LXw=HDU)}<N
z<Rf1()exa?H<6DJjvgNF_78UX2p5+pSC_|howT>t*};*PDiw2(9&6Q=Sae}yy>@uG
z&8_zM^k{u^jc)J~7!gqaxg?AdU?cU~ihtJIsIA7a4QEq}p?R}Oi-V7?P%05;@?m0!
zPeRa-?FN@`e89+Yz(l;BiF&<^XAbT_t5s>O)$l1%J5GHlUZNTwFcu+3%Izk?l6+!h
z#?8<)n9ask;MJw0Caq$`VVf9rF`9C=Kx-BDy_j*2XCe8{dGQ=d`n!h*Ejop4dThj?
zlunNgne_w!l{TV)D%tGx=rA5cg>-Ie%x=(FbqcklUn3Lfl_Irtz-iVhB>hrRub2@_
z)Gh3P*5CKIuji4V@2OPWB^r3v`}`A8?-NP?Gg0qjh47hT;HmK0C!(&;w32R7_b2j!
z$7<12rSOSX{7mrTcZ4r~AnW-=+4q^U`x9mN$I70MHGQ9H`W{=P{bot8L)ky95e%#P
zhGZ|s)O{YK$ZHbK4JxJ$18!}fS1*{-31%!(pG7ijlP-+tgJY)n+;~1dU&%$%i!=Ge
zJbxBb;U;dg1y5xuQY*&yw`zyGt>eSZi?jWMgDpyRHkzw&?e=#zPEYpQYn9E$%2sRj
z{N!MNYi*;pvYd|YtXHou4j9;Wx0)Dyj?jbZ6<UH$4tFljjxH}w&Q6c6E+9SZo}V7_
z__@41+27kbIM`-XK080cK1XJgW$yLu1#>t%-;1kr9y2un#Q7!8d^}mWV&D&CH3`hd
zL5DlAsX0H2*1}@EwYduv5P3O9l`7o=b90@1aVAHefMzkubm#+zPgqzk(J-Efr^@9r
znE8v-%Z;@Ssv(KVP&Pqb+V1uitITvP1saQPR;=cwVkw)-kU#{a%+hr^8Hd9E`Q7ci
ztMg(kaDA|bezmv0d9cyCh7iF4f%2hzdL<bv=TiJ+PWHCf8=W3pF!k$|74Tli>(%DU
z(ixlIjkO!T^WBc3MV4|U6WOg7k2kB^ty+C~>2R}oN6xZdBOUqn{*sZeSu8YG@~3-S
zmuIJI&~5n9l*?cY*H&vtc*}|CTBSJWo=z-;_uD%p5$GgvQ!OzQ^s)yai0bu{HsYt`
zq-0`j6rW{a)-&p|>&fl{t;0YslYMVx7#0acoF%#RNkk%}PHony8M-hAu&Fc~u@C5Z
zd%09@Fc?6Av907C%?4dGjIcJ`{k&T$7W1ACn;A)yQxausoR2o!Yb&KvG!~r?_`jFp
z$2fO$aOP~t<+0-%Ty!tQM^h`Kv4SnJqMr_SPlvifdC}5_nw4Uqt%<J4Jh6V3lFM79
z4i&+i*yVjfE#qXc2ku0=p)Kz@S9V?PTY9=(g)MXSXgJq2d7}eVJu-S(#viL}AB_ct
z{w1|1AsGw2m|S?`O>{*n>gcM*IQFq&?Bn2ysCF_&!(*l?%{CR2!G3}Kx1RO>TDRz<
zPoMuQrR8I$EO7Lb;b++3r{h#rD*b8k)M6L@{P9q)ar9&B^k>%TN7m_2hx|`wvi%PH
zV1Xyz)Qg!+k9F#^e#LJXCw`RL5hdCpccxq8_@UbV5wB+qV_*xF2BOu0SV@$t%Zr-^
zU$V~=>EWev?1(p1=8;d;){jXd7)L%H3--+A#DTmx)uej6uefVGdcSz{^~&p?9RGuz
zJ$}W%Fh;Mx`@6q;`~HjH`{^J4=`a3#t-i6peFB;t+H*3V&19CdsoZjo-BBU8lwU3&
zd|_lrr(o<XaiAgl?nnHAlkS<A^t<O0;iM1sWtfFy=M06R95w{aCbR*<c9?Rxg0s+8
z?V#`Jw`1rTG?QoKoTW7CjCK<dKF+jyv(dnsaT=o()Gfp=hts4{vS;M)Xhguf92V3b
z<`~^9J>4_&Km!KNW_EK5sSIj8j80fskRfq*GwFezK;ov$%mCp?rKYM_$7xPymWbv3
zJ$=31{el6B7@(6<!BT_!I6x<*Qbj~v+}Fz+hz0NnWHO0Rt&-2rPD>;rST|Cs)a#y*
zOT<>AF)+tBI?6{@D;4;P9fNk_{Fqnymbo->xPwH2EQY)W1eKz2E?FH2nrD)$AZS^J
zHlJt0JIxAo$TJOGYl@o4Kwu7hwVy*E2-#SedH48a7alBO1n6CSz*sy=Vvax@u4(*8
z?aju?5muE38=P8g<>+Adt1o~--ZWQ>8};Sgtp@VK?#}x0A(^gft&A->d9cmVI9A9e
zN-G5pq~A9y&0b%f=W}U#Mk=KuqSo3*eY3p|=m5cot-<~M6)I36msrjvD}_`x9;_5o
z8?6dnrhsocpNi3W1eZUPj8bcY=ZEy%oR>W*d*i_+w!E=LyTt$ubJ$@?#uo^vMndx(
z#wSPNicIjBNhUkZFQijt!U0k53$0v2=afp+?<P70t^!}2R!!w4RH)7hN~a#fbmDZt
z*wQFujB4|<Zu+DMOQe%LD!s(K_|)t~iRa3Mj6h;OPBs~JG5^XWbKc3tc~7Tm0Yl7?
z!#g?Z^K?qDq<vk&uIK$Po_9Zcio-CzFo#GrJ#6Fq9W<y#J<kVTJW&bz4RWzgCNiq!
zHoeAS*4s?FA)8Sv6`GK<MExp>V3<dwT87MJQp*f#sY2Xm;GdFyiKs^`=oa)n6N_F5
z1y3d7E}`JrK;M&r{wHc>pIr1@Dd|#5yHv7nh3J{I|FNL^)4t~)i~2qr=>AyP`>9Ou
zNH*}9wC@v9_YV~PpE7-^`yW{(&-H@Gs-91DeV>V*{EklW)F6DW>wh{Z?HW?{jBEOb
zmA&Iyf!in=SNG1ECFAOzF-`B3Q8Z<eOdBOOd5>Kqm~`l=M)i)`{L@3(WGI&iRdR9Y
zQCn-Zm3*R@4i)15N-o?gr&cndVk)$hT41kQD`nej<w7RBvP8ir(dEI!+|)`oUg9A!
zH5&4ahkcVP>2S4>K){U#=9Y;Uvh9k5xQH|=Whxx8DnUZoXjIqWIMgdFg4fq-Ypq(X
zR@&PI|G>Ol2Ks(-a)kbQ38Vh?%lDtZef#b;X8{~#IL&fPgdg4640dnK{)_xcs{;=x
zw4Hjh$zqzIC9XscCISB}RQJt|b}X96q%v6R`A_)7mRD9_GuMH|tZ!^@?|=8ZKLG{X
ztgli}d9>4xM>`ms(0rIehstVsg-3ZJwo+jF${p?RU!Ku--NIoNo|~=a3zhs*eI>tE
z%2vQZ&`Q~?w;R=5EPA@TiEFk_FLr6^bZ@;;Eg$XeZPr)egS8utY9WU;Vs$CKlHo^D
z`^mRoSM$koHogm6_4ahPUO3%pGLLPoHyY*T)7|Zxlas5X<959cXaZ&|b=%9iG{!sF
zvOAj_;A`OC*HH8liDDw2jV=^3iG$7c?X@-c_sTdvPTaWR*;yLOhF!!_hcMtXeUWzr
z=E6ya_zBAhAaaOccB8?l*P-z$q;k&4oJ=`jT1<o^96H(;v^u3+(K#mCXxGvp=3~*9
zO2ouqaZ_+uCT0V0c+l#C>SEFZF&0@&#))w{>y`6?>7{%UR{+@ETCLosntiLCN@qbR
zW4+)~IWaa$PJM39?VcI&&N~*9wopPj7Z-*Lipa7g+ftQwb+Hm{M8f%;C|ndTEQ#jR
zVwdN!!TCem*dxk-5><WmaBS<=U)pw751qv=3$>4}<H@ztsoc878x@;TsDdwoISH)S
z5r3E6^BE@m=&Ev|q?lXkpUw6PHNR<@{86-`Xk844%fuuF>6XS5?t9$zKME8d>73Z<
zADbsWq3t@esdmSEXVM~Hx-VXrcw*h&q%cy}+P#lNy5D&&`qwzkC@`|PKOG7^arz&F
z1xu`{W|szdB?H)0?3p|L+?(r8tSP1=WC41#u1_XoJ;+~^!KdN;Kp@c<F7nOxOoyL)
zliksps&O;!jt<C;9}T*njW0Y4m85}!h_5HGB=six(`$<QiR1J`;_XlWdHVW?IOQ>V
z{m1|7KYjJhcR&B*KSlN0-`Xz~svE6#vsx!9Q|+J#SBj*B$|auBM1*jkmP;i9N|=t4
zu|ztKss!B&)gkB^n+#0*z{_)N0UXK^X2dz_gWEVgj@`og{bV(YkKN@M8ybRr%Erw#
zh#ARlM|d(5t}$VprrE`eJBWKK{%pGwX~<?Vuwdg^tW$&a(@}20(m}7)K_ar7sUkx4
zav0TY^*DR!)pEH5l}e6OZWQzjL_(2RDCDKDy9W^pPGxWR3z<Z~jZq|&K7aP4ucxcO
zuTLVD5qu*rXZl`R0^$t8#%$2TaR5#<GUUL(GdnXGUc|7v;HIA_ynr7BOBE7LDCBQ6
zS1V;Ma?vEm=?L7j#W{2n79Q>?wj{y%`FK1|@{#2Ty?1Q-2x#x@ZqLtoa0j8Tgctmk
z6>PCNJQBMH+xv(Mt;*%)5zqikHsAdC>x=V4%r>=huDYDzlznyrIc)!{Z@<8a#MWkO
zvx!4EmyK0dGL=GdbtOlS?s}b;qD+j)xqrI46x&`a)hkQM@I1H0YB5tx$KoM>DVIz~
zPyj+KC7DtfLRdwFgM5#Xt&Jw8wL(5UH9kc4fJUT{uTu+^jE3T2zuz+&56wj8CWG#g
znNj<M!#wUFtm^7q$}I-JXTme?^i7ZOv!a)P?c1DZg4c7>UYMC2)T<mOEf&5}yBX&n
zn>dR`<}_;pL@fu+LC9vF=?ESwwOlRkx9L^rN;bqOn-LHkHR6OXU>PVxeP+Fq-$*1J
z#3BrqlmW_RgWn~Si~DsdiN&BAG-(;$)UY8$LIz#-D=w>P%wZkjh9Dh~_V<hr*_oX>
z*j%;LWdi)w5v*Jm-MGU%W;Y{bNeB8A;*M;kk@Q>D61AjHuau&}s-;4uxL+ykRfz}S
z%kf!wTq(o@;=UIqt!$LXtQPX=fJ!o;R{{v@(Z~f#X}?U|D-rgHgk54`w?xz}=zrGN
z`-HhmChbzndqsk0V&QXxRwx%gmkc~pNV+u2UQz#Ng5HlAy2O2tB>j)Xy`L%tkCX$S
z8YE9Oq9-QV3$5TYt>Ceu=M$Usxk>ogEPOmDeQsBDTjgCQ@iVjdxkK4&SM=EA-D5_n
zOCzvKo*RXaE#l`U$#bis%ckmaXoN#rac8Y5d}`5(En105EmDhnJQL2~%s9W?=<M`T
zGP1X`77Kd9v*XpJXg1=@#r$YuiADc1d*0MyHW92>a>)hX?C9X!sBLD*;?gVUCWq(7
zUH*w-?}%gCWgQ<hOrvzGRTK6>@K3W7W5gHX(oB!J+#@dj?w_8RbC3JIQ`q4tNX;d~
zxm1J`5b$L1fGF$`sghwzE9MCvwmD^NZ(d!Uvi^Si{^gh7kU@M&F5re(!1XyJ*;=bX
z6;YfSi*D~ldUIxgD@Vc$Y?FtPOg&yOt+>HiqoboD-skfrlFN83=?AYh*08d63J{aA
z%~p#JizEcHIE@zBKwyES2GNWtbe(V*e;<3#%5sUmOP<G}IUibmJRD*txG?8giUd~~
zz*bAGN~u;XZd6O{dLf@$Oh)FL)nzhD%h}vUty*8sZ=hI57h0t}(iTiqj!~`ZN_}Oi
z#*`QGAGe#$Laf~=0;MTr<7>4t?LtL<DeG%&GLLq5Yk*~oIgVAeN+~)&pNG%vpKY#I
zH&;tsl^UfA`2-jfT&b5b@sSZ%Jl5%2;|B}vhbgO5cwmOj<zORVv)XtK-Ps*W2sIE=
zDf>qTD#j|2Kq%@L5E}+~hk=wdG#VFiNTxL|-RvtMw<shsB`7?J)S%M}1p+=GCJjKr
z1e4WrB_^>!tC1Q8-i2Z~r9vbY_X!5N1_upXQ`qUVqa-N5x3_bAatvl4f+B`hA{E0-
zVh&OPgVP?DFEF@}G=<VS_u@dVsf!c^@m2T|=6FS)sAv);HG`QyDe^`7EhC@!Gt$cb
zSZUj_cIL(sR^1;i@7Oa9Q?_Z!Z&+84hKpN+v69-K6pZ+u>+K)Y<On)7x2_2;34<#v
z2YW;1eh8@koM<}Mm0FiAtO`Oa5|)zVfoC%P51#k`niKR^qI-D$i8tMw+o2r%=~(D_
zydjC!2EeN>EKAaLr8m(x8tm4Me9|TPwO;wJL$)6YJ#(je0!2Xtv_(l8Dv5&2BAe&a
z;n36QraXUO3KZeWJ|7SEDF%P2b^XvA?^?+9yBA*g(|z;VzQ9u7M5lUNwR|v$*UKI2
z*9`t}B=B@P_H3an@uqt4?I-HW+=hZ>>+Z|Y_1CozKfe5jIDh;Ke@%>D|Lwp1x1ast
zpZxNdf7M>!TFw@?;00Fdt1N*sDR7R3T!!EZ;}-!vV%_YI3IrP$LTnuAC7hcHL>Cf%
ze4Sn&3Bn*0cZ?S}3Am8@W@+i29CI^<VFIfZvS<*TupBl^(B}qR1!oC(qj$n((d#B$
z!;^?3WE%DC?1niR0oS4mWqfi5`aNpN2#ztQ1D7nL3n&?@(JUAc5v+qHCKdJ>HQFbi
zK9Y;2jBRqUc%Zwh_j$L3$*XUmzo%Ega3vBkTp6_*lyRcYICcnCP0$56I*Mq81r4^?
zA^~k?jKEAf6^Ta|$|W%K(Of1`%%{LYFBj8|+A{i5y-vR(i@EB?Mw64;MthAIJ}{*R
zOtfcolI-DVV#jxRb#i>Nhg%z`ag{}0qs~6=^7{JZ<b-CE-CZs(M@vgdNClnaZ)NFl
zZ{r*c_kR20{HRe~ruvZ#9gCQk_qS(270bCwE>TKH_SdVIhm2Z{&5Z`@zal5)d<K(p
zb+w#_J&_1+R0`Y8%EHV<JTSw+#KtHUnn^G4mw?|r9B_{<`e18Jl`@G6$^|mf!mQr|
z>>B&U(DaCt4~FYF4|*~c^G*!SPK}H+Ael824wH9u5V)9U%o*T6ShW7hVgH27J8X3i
znM2-j@0bG<+v4oh%(!#Vpqg-5nXFt^{nUuHa}y`JYSE9_4DQjvj*ZWx9=7sN<FM6W
zR7ngfv3JZq?SjBA@3?riN`p!Q_RXY{@Me5=W^0{X$jXjkn0<!0zel4Gd#3@<!gllO
z)H1C~PCQnn5KF~<3YlP#jkQLukPH|!az^tG+HKJ2u<1v+`x{iE-e+p5z-Fd!2$a1{
zD(DdpypRaGlrjN9+Rj|3RhV?J!$b;6pIqE4?th_Eig-uYAW3{Wefm}0egs{8-H%l=
zp++fENc-i|0j)~HXfK!bDHM>w2E@V_5@8opmQ>s`Fz`$ucrKOp3Ps(0y-$04A9c2k
zy^n<h&!v(sxwKo=nZCXk!3LfT^giaLzx%U+-cN;npGx~5N&6lt1kX&0KArf5R`^ue
z`y<`JXAD=2PZrs8gYb!2^vouCHYnxgxl7sOkasy0-8R{CtE|f^?^X{yvg^eQghK3k
zr$K7dh|DU1R@SYPcd5nfH$M?{|ETB5Zwk6U>V5WGJx_l_*!x2*@2HcG+I0@2a@=nA
zj1A3ur<@k8)1;hmnebHNVJj`ALUW#Ycz$zzwOK2ci>XpJI;fTer-lPGLKszUmu1YN
zo3t6-!?wAJ;q>BsEa;=yfCax@uLf>R4#zhE7G?~x7`6ifCnI2Y4di((0eE3UJnuCl
zSnb*8B8;nKF0+n`F^W7VSi4&-p2;z!&J0fS#_IOg+S%FRyZ3Jabi8@@^7Wg}%bUL!
z$1aY~&W<XjJPBsh@9)Lr8BhrnhmjB|l~(*fE`0OrYX^;HJD29;MY;8Zm5AeFO(xb`
z>-z_%NOVLa$qth}U}f0>?kz6F!eKc1p#ale>g4!hd!tQT;{Mhq)7MHqouo@~y7M$F
zWn!eDZ%!}Y+}<`z*=#)2US~xaOGYBtX!G%SY9UyRhxeKl4o4dezS1<V`<;!}>M~B-
zWNaZEnV(~9TTU<LlCcI3#dHj@d9{$?gxsjCynFMyvAVpov7U)XoAp{Mo?Kn#<dsi_
z7s}bxdYw711R<495F~ndbeP`hkd1O4_IY4;xLhL)NHhxoZPRKxqSnaBFlz{#d597U
z=ynR49#m>%D+%rkonB8X1ArDO%K#ZkQm)yoAW1Hxl5vLCskAZ?g%fhJke#D4hhU9C
zDyD3U>@vq=h<sw9px4NW$*5-x<1Ix4EaC@@I*nQ>>F@6ri-cOWf=0=?IZq-HA$7#A
z1-4Nv9`n!7vq2dewhfIK+&=T9PqmoUCRZ85dS?@Y#ey6^*h<?m6YZag2o|$)-QY+5
zj4abIhx5|qO>=qIS=w<yxzBCbKzoG>!gN#HIv;CaPgJ(;E1ULER&JkqOpmrF${JDV
zP4$n2o{Wc|K}-$hCE);cK#RYMI9wA92OovX1JN>EFEN`<B9Pspf88VbHD8+Lpfui;
zFIGf>Vt=Y7jjRe%Er}=kB)_8xugaY>Pn_PTO6w1Gu8+qTUQi8*58vT^<Sz`Q*EK5#
z=GwV6T9+6mel!w!nmtmwv(E+U--r}B`~4=<*F@+A*i}!gi<+d&nl@UKO+<Qz{ax{f
zB34(;WrPOT$5_k2Uo5Uj7fOP;Tz9-KUfLjxpe-Ma9=uw-cvJcno^<{pe(OwMfBU!p
z_aFYjpYCm)6qkxCg=KJF#icy<p#}lqe0C+D102CCv2wvD<OIlT(s3}7DGrZ`Xd*Hn
zjL-pwtmAc4@al7q19NvdY|tdWcM*UAWqdN@^a%RhMxz#k*Q|GviXZ&;9lWZ|K*^s$
zp};v~)G6#XBR5LIGRR^^qm^Jf8kfrfa$G7A4p3ape-ZTczj*RQETEI6M<VF4TaD;q
z2p!WLu_u__hRM;*L3o^^CfgI5pW`d1N+X5S$j@$VlKm7sK{&4AP@uzQBp<{C8DGq$
zW93qQr9@|Mq)<$A{h}SH)vUJGSVvUwWAE**@9l5lIeB<}%aqk>)v!hF9c<$aCkMw!
z#KZ*(iMi<PbpQBhYj+oxAn(#%UdmL8h2?A-s^#gycA33iF^jY1>guGtoMpV)Zmpai
zwZH!Q-CBJ)74a9+F@lclH;xYXnyV|Ft<6#lvn~hZLJXkC%*qmq+iW%wCd7n9K+p;L
zYXZ=kdps~bnhE)eiN$<8xD+KA=?MGAD%tS#kR{|DL!I=D4#hjwNkhnD5oow$PE2<*
z6Qh7K-6M`U_awfrY`Wu*of@)vN9+b!|A<99<uX%FFl^BwRe49L`O!_<jT3gmuvP1_
zX~&$#L8Hp7kupAw*s<#ACr7L!4x?1mt(Fhy)gm^_79%T(0j*l-vg_<NjdPHjtZ~?G
z(kjJj1>)ojwQ|5_VIopVM7<(mw;uUOKA@5h$fS%k{r!E<`g@sSUZ^!vAvSfTP@@)#
zgfHZBflkkTpkJqD*U_!fh^@#gssXKzu0(-}*q}+J*UObk0sl#(6*CUWrF}ZB7_67x
zsIWVYa@l~%qEM*?9lM`uKqTrmnv^yh4Ur0iiRQXq7^@0Jze*)A7-ak@mk&r~eL`_p
z|G+b`xVx+SQ<=Q;HvC;A?pCS+wzA27Iv{u|mBGJ%+~5E7|7Gtze;dv7YtKKzU8Ni-
zkrXM4$`UD36myQsIcMf1ijt_Db4jJjxvFzdPfxpNdS>hy+t+Q6$6-A7z=jQ9N9<l;
zUo0-L{tNc=s0{=A-g|w4ae+`#kC?;roZmU;dyd}FYO!g});5z_t?Ov*(6_Yf8uZ2{
zgR$A+YIiuaJ`ea!YtVBomD!}Wm{b;Hi^r*T+u8ySozL3twrD+8jYZek<I;IdEnQZX
z&(s{Swsu<8Jy!LU-!SB88}n#~T!1c3x2d(q(%Nlq?Zl#Q({u_@%Ge(;2OL^+yV9sp
z8Z>qKwmNN#qFq&^Zmw!q$=aHwnpRmyn*t1G)KnYP^0o$XTcgy_rnDJbJ@yWlwZqFB
zVQlU7J5X(bwLsixaE8<TG)a1Wi}2jtKDSX593L3t!{9Itx@{u><{sZvf1t-@9`5oC
zb$bUpJp*{;oYroaeVF;>zQD{#|Kil>+{6g6pTb8`$YrKuh!GMZ)_pylZm-McbJ}1X
z2YU%)aSjCFLcKT=0B0kEz3dUjhXyjK*#6E2Ob?M|AAkHl*&w(RfAZ5Gqsw#p`bXbq
z^pbBPEr>fi>#-=<j^44ESTw{!62Wk9_h@5%C%72G)3vv~kMC=RWH2liySwDFfB4xK
z?|<~!`NchIwo)lBydMdMNz#3I^XTm87yv_o7xm)HsSJr||K~sdcNRqNzkWt#HuInR
z>)BLrc7G#xwtupoO6L-htt{zVWbX^e2fB<=@$*Bz^=ZEH=g0fd+L!pa$o=2lIo#cO
z{OB<?WT%H%>6in_0lk=Q*vhROtgjGc4@e_TV|R<X)+D^v;m#H|jFrsVt7k9PQ%RuL
zG7mVpL~8;I=+MF(JQ|(>&?cQ47$9c_i+kw!<bo7w;1+lY&cDB}m-wB4$47Ktz{8BV
z)8VkQv$YycCcV*WVj1fQcs)+56;D?eJr2~71_FM!5RUAk)XMI}<ckMGKwXRgJ6#?Z
zbyN=i*hAAP9GKTRHbz1+S%SC-xNaBgB)nokI2(CzMm^~@W~0$&H?e#&nT=Mfi92?C
ztV1Jxq0k(T)}<u~a>luc^y?d)^327&a|uUu&5G|Ud+1&{@-JqLT_bgKNn?D&v3%%T
z+ViZR`8XXs9=ZR)!q!#S`J37G%dW((dF9Ntb=|f9pzr<%v*#}+PM(cYC#2R_P-B$b
zx5xLa6Y(}8AZC|3Cc<sA>9+Kdk&QE%w%Dd&Y2P_C*V=9tw_6GRk_2<a&ig|--F#LZ
zUZ(|;IZ9LZ)UtNr-+JWRdg9AndBW?~@P>6dshM5U3@<hh&Nq!mwFH9Aq%~_-_L=3@
z(02P|M%6i^99wD%AGY<))~9ybUHyvgnTF7&e(z=1?5b+}QP=L%uFSb*GO6txtBdUz
z_MQ=m-!&O)8w;zl$IOA+vuBpI`_`?8Uiy-j4?R2gyB~Z!egEC`m%sDue@7JZ>-w1f
z_5b<TKl_tkFsb(7>cQde_Pz5niqCLtGNE#QdVaKz;<UPj#cO#5e<@|P+3YIaYP*|^
zeK9|jij$}wio_RTzUDE6hv%n}aoDkN>_%Qhp@Yt1H%f--N+w0f69kse-#I)qHP9y*
z?}wqeySgWahRMffQN)oL8|T=_05?u5SHSCM<d7~p_QZVCS#7~zd6~rVc=|d61k|rC
z$7Uz`u?(%IV|%&ua%>KCMo8BZkZWNs9SyN=WTI_rb%mZ07`e#86x(tB?`-BCJ-Byz
z%)nD_Ykl?LU~7MuXdv3<V%cmG=yiHVe*ZS)5*8^~r9**W%I4Nc*gpI4<M+`Sj}CSY
z_qPy8*qLLRT3Jew2EV(##@rmXE8HS`2z)G3*V1dtiT#bW4_-Vw-`_jg+1Oi6K0H4-
z*<H`X7FH7T&mUaeobI9KJib2s;O&$9mxuRGc2D*;1lfWBsFl=2pD#Q$45os}O3Y8r
zj}0!7<3BbKnjYC)j^#43Ogy}thy}@_9UbIa)C3IryuzM&XBEOKIyF2s;15j=j`a9e
z888|jfLx;S4Kiweaws@6(&@F04s^pa^zpLVjmUZ3odnIB!9^qe0l(AaFsjFTJ>wiQ
zod%$k&u#I#*eR-=c4qX9T|O&f5`>S**oL4M@LC;qoyTkP`OIJsyR*aTGFU7cpU)QP
zbn>g!uC=@P*)D*efX!lU@6fAUZll?%vBLjYwKj*I6Tr#kG20y-pc<FQ#L4TofwFoB
z2<|d*a(WGJX8pWIU#GRF-{lFIJU*k{rR(grdweFFQ_GhA5r20-S^id!-{cLLeVrEe
z>vpHk=Fs`OEPaEnp)nurkzIYxo_;4={9XLD-R(1W_uG31oq=v!pxgfKwY;4MUzgF_
zY4mqnxl@<V=x}!!Oe&s^)7{~4>n-+nqovL6(i4*}to7|W{tDazp&5*7y}kv$OQWq<
zsg$iP%9a+T-qhssYuy2@-rN8NlS#_tRTY($CDqjxwMt2St)#A2+)!WD(j;$bu5M|O
zwW#FE+RFO6s-`BnPFJhd)M#4eZOt-$TdiJIb8EbB=(dBk)ScG0UPpVERqfC<+B=$k
zHf?|>Wm97zGqu-Qb+t}IBi4OYgREX5R#cVCDoZ#itI8BrrOkB`ZELkrQ{y%^ShY&C
zR%vKc=+*KLwL;e-*EP#JS``*ulLs_t$7pBpI!yt$#qY8}Qb9pmbZV2f*``;UG|hgi
zF<{aAjO{*Cd$+^X>$U_OCa>M(cbKup`K)GRo669pGI!u`GtLsIH{3fjG1%YZMUApr
zJAmI71{2KfW^=n<uW{N<PJvyt_&gZC4F(K>^o!fg0k<6kXpi3wdApunV(l<JHpI{k
z`q~w&^5gqVWfD8~Q;KQ-+fRP)o8Mvjm06PKENb}nvu1(dU06t`(yYKZL-!N8g&6Pm
z_fKj1X0QlBZ*_&3lf85zb$NAtdVWD->)|oJ_DeDw_ID4lmXR@wKtN(cb}4&&cto}0
zgZmd7YeKaAr|-Yp$}VlMW>5Eak9YTQpHhuYGb3@ZB*uL9oi9KA><h45a1LCwO4Y#Q
z2M>1$Z_aHT?H{KiaR!eMZfzf@M~BS+T^t{0(~0%9?EQOZR98~-vzJ>T#p}t#hg<9G
zhkHBsFVBeIAx98zKEYyJE6XURq_ohzPKGLog;yyRCpw10&MDfafH0V986Lm7x}o2}
z<#giQU<E?YgbQlRVk2n6>vEe7w20ch?oN_ZiJ#yCE~m$0G}+7+B35|M7$ol|7tn*y
z@9@}cjCFU@M}bd-qI#DbLoNU8r1>}<NDp?iiKVm;cfQBTY&k|U=ry~;?)5s!U9>y+
zngiTGWHubPt*TbN-k_*fRLi9e4b=vHo2t3qjXhwfe{o?l7MqVHg41)u6LY?~m@~2N
z$R79-o9@N5X(px*uQ+zDhF1>#(VUfp{M?zJjMkeE7f+rI?cDU-dpEUp-5K2^M%A7@
zcAq>SA&B+f+v)6)uY0UTWvG}*>*khqp-sc!V(V<iJP~PQOmZ%(3$0t{mOElQ7OoiG
zG<*9MT2rMhAm4sGym8&LkkuvkbYQcyS3}3o35Ffseb}EkuureFQmegwIS|>f&7{?V
z5oKc6IFo9dN@*gSCUnW=6MJM^#}s62Pd}Dw9*ETUE;Nipn|r70h9ga*iPq?WHhFAV
z*wCDQFmUzR*!E*rd`CMLX$^0YN?|*HJG1*>@ch;6*{g-*HszI`oyY#YC%u<%=k{)T
z$@zcw#oXz$-VcAU`;(u1`0EOG{`Y#`|N1}w^^bo4kKcdA)DpJZ!_&ik;1*mub8#d;
zv;W!M*j!mkgS8lwVI{b^zC&Xmwx-pLkZ8S>TBf)$8j6KxBa<T&l(L~d0&j-;`mu6x
zJfE5znVTCE*p-<n!Du}O`l797W~gs6;0g@)jfCNjZ9pkPHR-nKH|q2ZEp>PLdb(H}
z*>HEUa{x`z%1DqDF;m24FD0X?co4mEeL4E-$>jzCGNdO&!<Z{F0tOkyd%^A(?kpN4
z+h-9wJhEtb0ps_=#%l8Nc%M`<Xn!mvxK>z2f?Sx&Wate?Q!bl1I^2izW9NMD>SAwC
zKxN!rHj{$gqpKsghA}p@lu8J^+147+izJ{uUMnuQg54|5=pU!ewQM#K*;q+s;=xpS
zb|VvCO-9H^V`M26n#C})%Ok;j9G}euCsOm{E76&Y!}Y_h<(0(3N-~7H7n&XoP7LFx
zip)+dKuOI`kPrnw#rf0CH9%)NI5RsoFx(rUksR~eEM-Z&;$1!f81V<RGs5%@_xpQ%
zwxJ$Rx8IKLHiNFy31#8y?Pf=5@pu?t(z~1nyx$xP?bZ&L)7aDFrnwP@$LpnJS`W|T
z_nN!ua<qY|%vPHg+6Tx4$peOg$uV(Vi`FFkN)uwM*{reHG++|Y)a|LwXi~LzG_`5#
zwYnw~Xv7HZ(+DG^>uA>M8dYtzDs^p}roLU*q*m8AH!Ia`4Xvu$#^#!)mfDt9CFh%4
zlxlSYh=r3%UDpbLQE{>Qme$(l)|%#KMN6wfr566AYOQN&u5E6rX>61?G|Czq6)nwm
zT&%IFy0J;o)KpVfC*zE8`@*jZZF^&D>%ZMpU41pXci{nO8tUq0+_iA^mbx}gQ%ehv
zLBUB2eB#y`*j`&-D{H8eDV0?<HC6mnDkMs!v_>J7Nh_t&ifWm-x~fvnd5K6WuBa?8
z5to-%log9brJOG>DXgxpRB05RE{(xfZ?H6#l@%5h<yTY|E0h(o>hf|?p|q-0RxM&n
zmAp)?lQ*iwts0rEx~y6$YEnxZn#FQOsaRTET9#i}c(=5uKvYsxURo%vER~DPl+yA#
zd4*C|(Of52Hz_nNHClCjhqh7OR9&yARLaVwqN38G{G!6Ug#~wu^79Jr-Yv?zQ<VQ+
zalxI!g7->`?^cP6G>uZTw#H>@>~^aCmR3hcqY<RnRto?#sFixP(%6RWzrotxXwo(s
z+f|)@XP4L3?XeP?;WBsh`J7&hZWsaA*lyFQvG&;v8mmFeCEJ?oEgkJ1o7rtOVbk<7
zLTA-kOzoPs#)bw(UA>%BeFJZYqPA96S69tjQ(GtF?c-(d=xEVs8g%WgST_xNjm_Ml
zRn;4Hs!pGCa%2$6lHScuw|#nK5H1dW3?Cyz@9xGLAzEblfBxCWKm6fWaANceK#1WG
zd;Rt$Ca(L}mzNhOjAmdl`gT`C+8B0LjGW9IZEx+95tvM;NwqlGKm5a={pshQe=$#2
zDpiSl8&@~yhd{3E3i2fp3G=K&!)SaVNG&$5ke(k3v9x0yn@L59y#MIUa~i-=3QkVW
zudW^>=_*?#?_%fCL#&&`)RUc<+uJ^%mo^niT%TW%p%PwLKyElWgzFLphtH1p;L>BX
zN|527$-H^>@&cpU%G&(w>}qCpHJwR>qVHb6B183XXZv{XU@Nynm^1t5NN^F?9HZco
z2)nTm(~g{{WF(zPqe6h1KvoVLb3<Tf6I_--*A5{@;sgd-#*Z8pGbyVW?9n38A`l}%
zUyMz`HII)^_&p4@nB5L50f_^B{fL#lSaDrcNLVaZqs<0dGuy3JV3@^f@_J#qEX*Zw
zBW|wm^NfvAqA?f%#@o!KMUPI6n{6!0Obzvo^>uYsRh43KX-##dOj=PRuc}kZ^?H@n
zs_p7@j*s`x&JWLrhZbYK(QH>@y>oa*H676gGnTcJ{^X`BvTB@5YpDu~tn2q5_u+#&
zdo^<J&BVc@K8kxX2R6L%fS-+f?$ejUdk=<=o{f0=8q~&0XHWG=q-8vzrt=8Va5}A?
z$!LINLyK+WF->&a5G0yDsOq0=Sj={uzMa{7GCCR8PN!7qL*wDIp~Gh*z`WF+BeG=*
zZUER!$sK?CfS3qJ?*u8Y+QX+k=|gK|yJPvx3K2J%P*0^>gE`IQk}9;VUw;soUD1t1
z8z<8(ol~{LvHHxJ{pigIG}_sR1IKUrcAj|FVa(|DUefM8>cPggdC_<EE^_lx^y2m8
z`70ss>-znfwNv1wdH-?m)%#P|@221X>c8~I|9lumboZb9(I0*1gHJC{D4NB}#H7rl
z{aw(<$=T`U_7;RTqewX*8N)KGOK}Q-H`ljl62Vu_N{}SZBvnF-k?=w!6VJwi#7#tI
zs1xcNWJIOEuZuZ8#td;pGn*EMw4o=PiW|OHL!(}&XP~opVsNa#vxkT(dW+4vc9vdt
ztAni3v9VzSsmVil{o?uSSI-|mx;{7{0Cn~FXrDmKrw=bLPT8TXp6_F4-34?VuCKst
zUF`3s!izltKcjQA<5U>-vin_*F3e!m93yIJl3~I1rSRnu=^6OS!^a1#j|B<faDS7g
zV&>X5d0N4FmXHhs?rg0x2ThFUlV=Y>SzxVbZ~+F8^M?o9XdIbDcmw=~bu}6$t9*Ms
zySuZ-0RC;EZEh8tZ*U%~%-P{ad|@IHoZVSlVr8BQ&&3y}w^!2(6GLo|&yR1W!?>s7
zbEC<{@l1F+u{b$5KER)1v!k;x?NcM6so|k+Hyl)Nz`+?TRlI6M8H8uXI(?2FhUhFE
zE{Acjztas1;dgo5)D+rXE)(*Z*Jtzlfl^kl&+hMZbapxYes+Oc2qm}A<ndb^E|?{w
z-Kn?R4Oo&awsu4`f56(=#bUI*qoc`WYHQOpbm&{#buB6t$fp+2qR}*>yO}I)ZEbb!
znnqPi9f!rbT4{Z)w4ts_QC%smDg#|q%f*!y#g!E$)e1?qyb@p_7L`<riYrAWqEc{3
ziMXPqthAt_ys*5CpG6W;si>q7h$1R0s;nq4FD<StFBX*+l@=G2mK2D}ii->Lihu`z
zguFWdn9`!c;)1*Usl2REQc)tU1XPq)l!9~0E6PeF6=jvBB~=w{DJ&~4s1%h-Dn;Uo
zvMO<TT}_ojRw)yU6jkE78o5#~W@lb4tE#I}C}dJ)O|?uauHx!trPWncQc;DpLR1E}
zDJ$jb(u#7qSS*uNO3F*6qOyvzveJ^$^3oEyq@tosxQp`QB2jTsWmyT2M7UxxPoY#M
zuBZ}~NdaIb#oVk^ERxA8<O-3^(>yq3arjh~;$oXe-8s<FH%h*VMrUf!nd+@>wJV^r
zc~o6PdYiYY!%{=Okh(*zHB{?N3ah)ZYf!5*E0y&X#YK4~MFk~Ax35WlUU8m)sfvpV
z3JXA1zfq8PC;!f!!aI4z`FU(FDab1>;FZiP<n`o~mtUNp&z9oCyCuayvb_BKyLtJ%
z&Uea-?#e2QYGq}rT1iW-w5d*N(A2|y+4Zfqj+TyAr3Lh*YqIK^jhZGV7Q86MR^4Ey
z!|yP7?RuMD)rJ49y(Qq}c&pW@8?@@i4o$PRjf4#~-nn*db5ny-s{v3oH#RBj>#LiZ
zl+Dex8f{Y(u(_oHEDa>)PYsRLEloAx>biPqLt_=cs??1DV~eF7($$4>ZRvnxheoqA
z>|i&#Z3g^%M1nXi=7H|O<Us%Y@X&N$4=##(M|)542E2Iu!>_;m*&qG>H$VHmAOH5(
zKmPIeKmFu`*RP*5N<;1n5q7|#wKbs4ax$3$P(|a>-TiH1-{>VEyb2%E%h#`&F2XrV
zh(<hy^CFVX<T6Vb96(t#_~4QN>LkyPkJs?}<9}FNp(mZiU@|nnyp-a`BT)(}Bjgx!
z{`8z#$!&(CpFFsE`{G3`7-84CoLt?d2WjUt9f?Kf7n5On+?IrY=_KZ~Ok#<ZFERn9
zTz1R2aAOg{3Ig6Ej%;COjzuSBwTuQtL$o_C;Kp4|WBBLS@WkjO^Vg)J36aQSpj3v*
z88YgEj0P%sUBpJX2&L0$v<|CHAjN6ta$<%Im^+M^@C`V%tY)v<0SiW44u*T!DufBf
zz)7b7nVF1wEc<<30Aafma?5IP*eoua1M?Vv?(XTtIL75k2_wnX%m9nm(?2xm4`9%D
z;``(b+?Pg+xZh#1m>Xb$t14x(%4%6fg^2w_aRpzc^5QCSX`Mpc$dam|x~;9Df6$fN
zTUgtl3NHu77qnC1j+K+X+*wa-!?ut?I#f-?)GMdX+=YApaSs4&^Il-*rfd1gF&R}Y
z9T4!<aqy(?@poc3AIxJ0n~du$zA8s|^<=ztV7>{215uXPF#?l<YnJ(pc`DHo&gtfs
zIyy(|;@jqn_h&Zm_l|~1PgO^^JJ1<dE<B5?x}AqTTQ|PszGWobGMQ)_jkIP?NM!XV
zwj7Jg`s|qpOqD+FNFSS~(rpv*7SzVbZu{DO+PA&o?e>NB*5yn6(zz~ns9icUAH3{8
zc-6c9z`uIs+I{9vA6n*?wDB!`XpYRGC%Nm{e>}N$Z}{r%+@nwCPo59$J?K4pKD2q|
z;i+A`n?8Kj_v)+6$6w$7&&MCX#*g6BkG}W*t5=`BdwsrtKyLH#-XY-<&mTWKIygBw
zB$E$YL5}c25EsL6>&t2OM4PKQj18>s$S)<yFcyl?T@zUdC!?8Y5CSPaGeK@1{ShO?
z0!)kzPtcMxIXT!nI5kEOuao(~9)Bm3hFxA4;Q)5C*<rEbA0Y0Fs_Z08Q7-%7{^je}
zFTVeSFTeN2$Bgd~XTi+i>e_ND86=kK9eIy$pFtn(tY){fsSG=jnOQnTGNJib1PJYH
zP7e*R3|p9-h|Nus%bE^OXCrf=i6I8L54W?+k!k$rYpF1FStcG@Nk-8A=t)|RhjPjA
z)^ePuA!JC+&4gwc#iA*R#>zPTX^b1t>9aszPb^IL99atZt73~&IqYtWxDSRS^ApR7
z@YOxCjkfTske?t#b%%n)FYIn)GO_tI=Hz4~6`qewkK&%fW(-6m@O*KKQLo{tp|1Jy
zK0?k3hQjmR6L4^Xt?Ke&Nj2cy#!Ta|>D&&Z&uzBbJ3JmsC*~-t9!&sng*4;wSbYJ9
zH{kGhIze0*oIE}Yu*&T*TLsIv#)y1lR2xhhqe<J=)(Fd_x;^Q1E$UX}Fb;DNNA&=w
zhWcs~c?!@+_0rm!N?BF8L{cWJs*p)VlFCwk0-|J9BBerHB`%hUO8_tmsT4F)1KT4h
zmBH0imU5ZOvO>93BnE3$luD(nSVfg(0=|Ozk%-EwDxre_W5O9xX<=n~p{Sgn#d5Jo
zev6twGF6r363|*1a7BP>AR<X+C0FNmfH#1gijpEpSrK;!auaU+7TZY5xy?#hWo1=`
zi1VV7;)=4u3Q-X#3O-7~KD@H5u3Frvl-0;3bv4y34RsAQRWfmTO_ijvMp4aufQ~B4
zr4?mjQMt5I%p+9Ft7_y@ab<a>sH|ElkxQhK$_gHQwY0KQ1fr{yNhAO*X$2d3;w7L?
zS*3`F%1?=?9Q4ITad}a-L{ufIkjcbyd4-~;yu(uK=~YigT+V>1uBmc(#y&V{)#{ZX
zvD$iZQ)`t%DXMRh7_9ZKfO<UW=o{DTZ8h%hR##WEr>7+_r0yNpdiz?vz3Q6Uau8;5
zL4HYLL0MsbX?|W=VFBlh3i68!g%f8=3ku4LZcl|=vY@!IurNO_?`~dUUP0kq@EDf?
zlI4Tqin#z+FUT*vdq)6ld3SCh+<O8oR&-a&+f-3nEf&>Qi5nG?_SQP1wn^W{bO5qr
zYeyTinW_$Ty|JC3jHV711DlOjW1GICwW(22TO&nRRr0e|rmU^vRI8NnE1$7a;B-kr
zS*h?71P=U`SBYU1p*`yB<;_is7U;@md0m6FRjq7lu4!qlt8c94cAA@O;7*}ZEmkf5
zz`kDJ2%~!lXm*AsOq@F1j-jpq4O?-FZ3g?G=9gi@=cbtXWeIkDb^7ed4Sh*}_{~rM
z`mg@t7k~bzzx7)`{PN2$7^S40^UXV$vCHgAW_xFyibN)K;^9al63wJjSJxL;HxCF^
z-q_eXJ~^M7o{7hj$yjP-Y2{>RI~EK^BZ;GfW9D+0L&UALyS)WSJEk0ATQJi?aYZ5#
z<Uf!Y=`Keoh<iH}C&eSdt<@!LV5>_@i~#Jc@2_W|!$UYgmf}f<&JPX=@DEK4kI|4A
z3<lXFu@;WU;*TEOY^*T{k=)x@XD~7rT-@8-TuvlOQaso@;))PmQ1UF9C&y<N=Yw2J
z7+;|6jWX3hR}bli9vqUiyW-69Sq&z;6+5NVY+`uHNav}CCNS)iHn&BXAU8XmZnN0}
zoWjdRVJD0h1LLIhFhJ?|GX>@C?Lm$tu|lwvU`;UT^}sZAOg#5k@!f7Oxrk)Eav_f&
zvzWuz+3E5C%zV_DbmJ_vSsP)!SzFXA8yf1w;&QmJs;V+pbF67t4poVTuUJJXdllAk
z#UfD=1hU?!8k_Nt&Dck#G@*<wd(@TOap%sv;v1H!h$^zCC;MyfA@tYi<@?hoFNb#@
z^gvG~cP!D3j@=vo-h;s2!)_$Vi`U}><EQrnI;&(lp-t>s2&<n>YbPSDsEXM2XVdMT
z{+jVfYu{A8XHc0svQyod+P6)owEnTWsk9oKeT2zG_^v%$_SCua$ep{g4=y&+`M9`h
znOipOJsKEZXq#U(A#TEeEv~hL@doD_myhh!aPK?`tX#U|2OXgu^~?(SV4C$uw)KaO
z&BxyDXC5Lcmak0f4{Xb4j`4Wg{BnEd(3;$}E$uls@AYq7^zA<wzJ7o1>VuiXCj&>%
zM^9ct==EK`oxS;Z;l-EHw?EkW;U9eZYYcz>)1Epu`#=5W7cZWWZTRZN!<&Z}7mu&+
z6Cp!s<IM%TqVw$>x*T1!d%M`0*4Oq}=54H#?uE4z^pzkkI*H#a#_}p1PtA-^N5Nmw
z)aVeV4QfEhH||=BE{qHg_H}oX;75Au=*TQ3%Pyy%;d__G5^y{5dQsX(Z0W}4#-k^X
zFYX=Za_PP8RUB6LE{+~tA5&9;{1=NX=2n*(=sVe4dvfpa-r?rKdTJ{b$;HBn+38eh
zVJnk5-^%W!gS*SIM@PF!>?7U&`LW^P<S0{q@rAMQ^vGH&&M6(9iO<r#5=@8Yx3Y<i
zrEp?FV8-^>*LGI2#3b%y)5+jMBDes7#^p&R!ez0xytKJOSDcX2xSWV=uB35woF5$|
z7?8wam5#HFOvlJKOE7M5!2IEA22L!u43=EP=TDyM_((sxAYS5`aZFYdi!^ieb`JLo
zqjOkXECw|Z1We2^H`g6-vKw=|iN^1+**bh)o6~{y)L^$8ZPs?s7t8$HKk3|FsC$FS
zsMUA0v}>CTdbLi|+^%WTwl%eDR4p*|b+81=rbcB`U3F6}l#WCp7sEb*Es)0e$wE>g
zmnaobKw^*vkN{+&td`U&BsCzD`Wj^o;H6kD6UpV3RZ=c2g)%})tEw!kzC~hHlJaV4
zxk4(csRD+H<PuS}v;trQ7UHJ@xlIIQDw0-~Aicpm0cJ!c1p*i=FNTZ~WH<qal?oV1
z#2F~B0=9EZuPiMRNF-62SO8ij;<6G^QK3{M$aVs}0UB|>q`0i8xJp!Bg`$VtR#7UG
zfa2I#Ab=mBQE5qeadBxeyjdY@WQn945Xc3%FCKH9qN+|IQ&v|Ae3ydPLoAn8)XAm5
zi5i&%JPGitudS|;%jHrj<QPvGVhyegCJkICmvCq0HC$bIJ*#2L0BjXNtnxA-rL<Bc
z6AP~@ppnO14*V-Gg*xL!C@(9jQA!aLWr|XFcT4YtZX)97pE9-Ss|O}cJ!5*SyX97P
zENE;2dR0`4OG--%s$`{FgVN}z4-9CyO3zrkyQjH-s(olqKOVLXOq+W~4UH}EYDM5B
zB*-$Jbzwm%pbLlvm6e}g2#yl?E&+5E<=-uXGX#$nvatZw5e}>f^%71D>a39KB1&>e
zL5nPf6U)!%)?gi>*NTh4W^Bph9pO(UdHE#*!<NTUuTsF4Xq^&3czuneQ7NrcNE(4y
za^zP&VC8knDtQ$Eo<nExw-8GtDlQjjPXTTf73Gx{=W|mqZvtGrW#_<?0yS57x47`V
z^3uEt)L3bWL{eN=CqObZVu-Sa20=}3Xpkc%w`m&${aRIr{B5%_C1EA_!(lacLbcn?
zeHfb@mL89t)9g^+;skr8!MU+v)<Aq`;jS4QeDUPLPk-{GZ+`!$zx?Gd{`p`2`Okm(
zXTL?o`4^v&?sEVB#l<;6bQ|deG+2lb8B$4cPcb5ZEdr}pGQFHxX0Djvme9uP`tHUS
z?y7IT`2%_+=V#{dl@Ub4Zj*vV?6nLuO-@e6A`!|gh{gEv_rKWP+91|-fsFd~+^dK8
zm*UhXEij%5ZI+0H7+_pUrM7bG2oa=MM;1b;q)hH?0@PAT!Sawuv&aoCgj4YZ0E=}p
zp55&=Qeo!L504%{cud(AC2S;YV9*WC(+Ciu$aRt$R<ad+O#ZrvQDuw?SVaV42U8<D
zoe*g6@j+){n8yWgCGya0^E%u>Do~c$$N&qZx(BQNVE-^yt$z0Sx3)2d!$HYxS2xqa
z7CZ42x6!P$a+5N_sIZ5fo!P>0B{3KDbYltgkjm;s&$Js&9YC<vwG^?6W|N`AU~Fh;
z;wx6e-bzxz>W>`=q&LtDa+@z5Ybyxw@{*#`lKi5gyT!%%d|&DtWUcBdPe5qg&K?Km
zmy9dNzWBO%65zD1kLFA(C;r`sgO~5m?L8jYf7k;UJ9;*>e&NrZc@G};>^~xjB5?S)
z@BHQ1*~^imCj&dzy;MUcckRT2EiCJ@$M)Dp2l-&(HREDd4;TyPbOYpT?HWnQpGs=|
zqjkPv<;m;O#I`Z9XUd$|lY8derQ`ffPwK#oRg8zk6><BMCNVJAI=j@qa_S3a^<<O<
z*V=X-I_U}8e9(39d~oH`7TRfByKl<fSl1sovzOM@dzR3SW^St~exf~k=ca?3%nGu_
zB01rd+-3B@vvJY2cQbJDW(M?i^}#ghvXE~lFNPm~8h!ko_|xykUwxJR;OpIQzWJ{J
zivQIx?B_rGvrpdt&a;P49zURi?7`L9`KxEI4)>0(F0OG1T#<6VxkGQv;U1ZP>*-XA
zAn^@Kh%+nuTTDeSGbKcjcrwOZ<3c=~n44S}9U7<fFuWL?7@_SNYf%sDPJEjT5Hqgm
zbigh5kBrc&JT^NsNB!UN@yV+f&tAO{?wpnj!j03((Do)y`32}E>M)}7Q&;EA>tq<u
z*}`YFFnf8h8JZjfP^ITbQnN!#i_?**ajNoivDqW^#02iC$$j9_)Y!u0$Z~WsJUuo!
z&=p&poS(q2J|{#wE=5nbS7@KjMnWs`#r37o(dIIZ;5#cB#*voT4W?6jx$O2@mT`jB
zWP+>YmeSOS9O0zTq$qxa@50cYTZ*q|Qkhsd9Ssu6vAapZFL_AQD@%z)6wo)s@;J0G
zJxiJfW-^KuyS?3hH;J8i)@>#|GNIqebPpJdql1MA>40At!6qsJ;|fOAt}Z{zM5~#I
z3|+gnMc>}m-UctFz`)beSkqWn-O{M6t(G^{*VZfLz^b|$DX6JlQPof*Q_8CNV{=_Y
z9WGV5w7y2ss8nzetW{Jt)>q?GLSh3|2|!CBgUb<6Q<Yd&C6)rEWFqu9E+Bxbs!D7&
z5L^;*8I%#1sbvQ!lPX}J%FDQ-QUGHjh#k~4NkyroLXZFeW{^>`iZU>j1hxwGu)K&v
zt$@A+Qmg!y3S&!QS!uoi?W#l-5LOkXAUA0x1Xm#h*Dd1&h7n}P^0E>Tg$VdmTm%N=
zuYeh_0nn?Wv{+OkNPC!___eekUoMvk0I{?{3~j;%1nm#_S5{tJ$c;#D5g_|&gp2Ab
zDKwT`Dyc#Z1Ta*~d3G4Ipv44k3c{_jtX3iA#8U>;@d(9GJu)%;7*Znu20(?ZSuF#X
zin!$}uo=Izu~M*jiDAP;72=9=u2lw&BSKv*7L}LO!X-9H8d|HIovlN&`tguyWYIVg
zu{EkCI!kTmkk;;RF*%#+o5U)uTyLps)q;#mL`b*dBAuxg&Cx%g9$hp|L@cvOM|3@q
z+U;9h?s9kQs+ASR#d$!cl0vvIL4xFv1Y{}_uoD1G_!Sirq*ZiFh?NL1Oh8}!Du|Q$
z!X<%ZaAjPWzX~X>Ft4nLpZT{J7B0_?3!Iq1q2-s~GGmZwTm{Sqn!3H~g2H^kNCrPv
z3RElLk>r;Yb4<+RRVxEu72YjJCcb62_$d-F8;4GAAs^^fR>FljQ^+IXE(Dscq(FFH
z!Ugh5P(_RG6cxT#RD|fvlNF#KudP&E${Inbl;8?$!`RkVhZRuM-l)~JuyWDs)kx}2
zhZ%8`wF&kxQ-|7a(sg@n#G#O{GCeW`<DE?eW9(9x7hasj!F77L`|$em;}75c$<M#}
zqi=rtPyhILzxvBx{OE^Yef8yMFJC-*^zicL`jj>wl3gh(O&~CWzc8{-lIA|1%Wdx;
zoDo*BMp=3~y}h-~{LR*C?s)%bjWVMhAx}S^NK$Z5I~ZpBNHD}MgdqG(GD%Xz!PfQ#
ztKRkP>+46^><T`v6rP80Fd2)+BVoZ>zrRCB*($X`vvWjaWmi%RY%`>}lvrZai9`$n
zjWIl6`G0tQk3uD;7kPNJTTV_9eLacP$gmXAJ<Mzpaoy!7pk63$BS*sJ@W67pV6;qD
zqk+r^4_+?|2`*+(ms_v5P>GH!Os8#!zhaUR#>(S#_Tm#|VA1Nr^yP6oeI6G{ssJsV
zeB`Ur!A-k|$z;=NwV1mwbm<LD2Sbq|W4cMVrmT&NF$PIUH8bsKlz8{CPmtPZx8sqp
z)z>#RH8#kqBnlQq6=i(!g>{*TJp+3T_5h$SJ~oBL0Cmt8pD{jQqM{a6wazH__BM=%
z+7nyO#HJ&;VVg^7hZmYBV_G8U51tO5BNSeD!+i-{)59(*BLQHCkNWo?be}xyT|f6S
z1-X0Qd-|;Z?D=r+%y;%;;^^@Rd1B$Uj>x(ZXZuuK+r`M?mUSwj?VD|yU)2zQI=?~+
zgo>ny+=T-$M&efH*tT|NT|Kd$z8KwqGO&5w%MfB}mjr$<!D5q9t)o*B-5`<GmOip9
zpPG(eb)CH%IC?dF_HJVN%og6#tzKFWp8K~S2lk$J?LO&QzO=2~*!ExhPu_Me9UD?d
zrm<*KXjQj-U|T=;0Uep{+`Z4k9=~`qe)(=}?{U|`vw^eM!#5vIKm2sz*_X-FH<ORP
z8-4M`%8&o@$N#JG$FK4I{mGyF^1GjX`N5mdC<=abee>vs0vR$3pWfWNAtafg31*y+
z_X(RiIX)n#c@rXinQ6!M4ML%oqp38l($V>ad7(p@O!!135)A{67W=yTaix-~3jc+e
z$n-H^M!vs<6-Vh%V<;%QjJIr`WW)Xa?QOdLR$z)?w>mq$J)OSQRQT$2f0qfLXk?vm
zn`r24e=8AUe>j0hbdQWzCi`OZsYMLx!$(`0gKe72;#*6>z0AUc!_`y}sc{_gYK}~>
z{_f%K&R(xOJUg+y##BILJ&{^Z#)-XJO9WF3Gb@<qBa3?kIW8wpm?cOtESWvo-Z<J^
z%PqxXi*rO$ucwnFFz)15ug=c)H#c@cp9K1_$P6vy((xqqh*OjEQ{!|*3;8+0g^~WA
zh3RoT@9f0}NzY)%1bOeoWF_R=&{H$m+chBU;GDe-2l@P7hYd*PX6T;EATPu8R)?v>
zZfrN{G!}!-X6P_#+jOcXt*WVA)uL)_Y^`r-25!|>H`Z1+D5_iP>OfZY%IXHCqOp!M
zh-gp^)%8kcLrslRCabOHRHekiR3$|n!{dbF13*$@oPfZo6i^57sk%xc7@VXP;>t3#
zLU0%6C7FPQ%7GISF~VOdKjFUcDRKEK&_zWh{w8iyE`bNDU<ZidN(^=qfrv_wk3e5C
zXd=``Tp72TpdbsD7F7xK6o5qVeL<DLcnFWDniXv+92az%6hQ$=u>_Y?iKx6(R90Hb
z4i<-4$+tQqYE%(NXF$&FfnGoYC5458)x5X}y{tmSKLPFVkYK&UWo6|>g`hz(;-i4#
zprJ|>5-2GMK$KGOT`_L?ni@nz2pMQS3DzuRM`7PyDF9A1M4mV=lw5d~&=xBIW?YTO
zR>2y)l0yJ?uOhLeL|I?i*rJeEiva`T%2JG9rKLskY7lIdyt=$fUM`iD!DR_LV~?t9
zL^~ETFDyH!;#Q<Xb%#u2tR4+oCu5G@aecd~Mx~Wu>oVAsW>>w=T&p$KsM_UvE7xru
z4_n3~hVif=yy}~b+D-1JW=&0*s7N4=fHWL~08~&|0wRK~f(I+)r4TR}+*dxrBG^d)
zS4DYwr2@(l6v@&efgIyn03KnBK$i&@K)w`!YjIK8zh9tGz(r++h2@+PU>Kwsgp~kp
zg?Ho@FNr`|#kcs1pTb*%VJ{C;A9g;_IB<?n0st1l2%IczFU=Pf=kq2Ce=WX?M$9`1
z-UfQ%_bV^uz?#P}!Yw4rD=)qaZf6TftV|%v1YH#v#*9F5@tu;=yeeQ=t+Y+UoJ9@7
zI<vH`s(N)>QwMH;yTNQ}NB#7;t^K{;9>1Lg-Tr`QyuXLk-!X#VhPqc^t#NBkj}a7{
zz$8E;VJf~F550PH{l&*`e&>f@{@t(s^k4qrum9|if1fJU?|eod<!ff5udgZT+93=O
zeteZRS|Ub?>fHP+#6AvMw1bnweeCx;n|rI-jck@?_H-haq>>{RiLyt*fEo>lv574u
zagZiAS2tMO?H|yM^#D}1nq4`+xQfMMxN@nyr~ZQY3TB*1p&=*-uNSVdwN>T<C`??!
zl$%K{#qo3v4w6?qGeOVD9K;&!^K(=>Mu<jR92*+>`p3WZ_Jeml-Th<&k!9_4IU(H1
z$s_kv$V#=NCt8h0v)AJThP7$hEoQsh;UjRui>cmD`~)@fw0_uK4h9(6dv{{ib=V=q
zm|}Ee{&F~MeT2(+J=4<@Mk7N#$Q@RE`iwPV|3b?oD4SmeLd*hrW*wv*vX3dDAy%Oz
zyABQv*ci6tj~28_#-(leFj*ayLzQC%U?IbISyT+oB`nbRm=zbWTPVnX5Bf_mi1LBv
zBT<%L*HF=}mswnjVAh)4a>R1B*+hGo2-a0oY@KvgCrMvBH+?5hM@eI#Epg+XpWf=r
z*W>rzjGsR5+qfh`zyIMUv)3PtUcW!OdFh7%JAXd@@Wc7+u_w9XSvl@b?>SaZ{RdA+
zdnQ`+P6?7?d|!`+9t?(kE4-#zJ9n&I1{Rj}>0M*)%#uBEXHWbmFUOPH=J=*DwP%TK
z7$U1?s=61J+P5G1a`zppm$u`Vy_@%4yH7fyzp|&U_?~V3zHjxydHAC5^zG=yM-v+l
z-4`E?UVJ!u{%$yZq+7r5$(*<sGWz6}ZF%3lj;rlK@8RR&i`UafPX~7&b?!d$U%VT=
z`e^d(?a<@TXJ7sxdho38=;g?>FA`t>;s0m;5nb%p7##io`_zB*qo4imZ~ejB7sSxK
zdwlccA%f#2GtN&>52@WdIz2dGrMA1rfY0{%2}<NSnWIRK1Y)HUam2+;ESd-|lHs0;
zB@rK)RtA7E`A9IA*X5^&y3^Nb(s$6L6Iuvj7$f}slunMLgWcV&tE+PovFJ4x_DnNV
z!P%)4OU_hue55C`FuoKa-Fk}|ZwRQ(%yMLYb|ta6nOY>JbA2WA=<0Mm9Z84gRw6UY
zp~<Dl;tnmh>=<LSA3dYsY$=xxZ4;rBO_BylXEDPziG`VLJbbW8ncw2hGL5`5G=jut
z#xsjErz9C}=T_oj;T96ny;b_`;#<pUm_B$dl*jnOTs9WUEs@JUg?A#GOw5jth34ic
z0vx7?u?O9dXrozL(nbdH`F8aNyd!;GL%jn-160*wktep_PmvkH(Vb9PJ`YI_PLlyj
z%W2R%^c~g?T}Ml^rM=ClQRy{mfEFurqq^0qZ8NBa8GP)?nx+P$Ms3lx>osk7u+%NM
zvs#;*8=C5s&C0quxuT)2u9gG7L;?&$8Ur3E<T5y%I)%JmAs5uZin97@Swl7ASS4hR
zR9seDEtcY*sw@XMfhYt(CBO{f47dSD6U07NC@zn89e5%aM)q#)UJ?<i9zr2F4F?qZ
z8d{zJ*f2Z+x5PLx1ZzF=8w?d{U?q<FvSI~)6%L?++9*Lo<SO8?3c+s=cZ9DVFjgxU
zD;Z@fE#YWhBdx5HNg$U1OOQpvdbUtN6yF}%*~elJ14$s>39DU>$VD9VIWh}W4>$m{
z#2EksNCTKADTi4p<l*6m2grfw1fmRSvIKKTaRVceEpi}JV@r*)uDYSIuBnlivkK@1
zL04IcdA>{#3W0@4X*E13fL}o+PB3v9dRc9~Tv;a*LA+FzHndb4taYmP>iTA>&eCA@
zs9LmgMP0c>RwAt~0bFs?8mlet`kwLj$cA?@OM!@Ea87UYH`#nmI!leguAGe7B00a^
z-zbq6*0ofy(dKKkdg@(WYInEF)!95S)iD;*2Une=;r96@+w#GH)~GBjzFPtnD46XF
zfFitN-$E>b!V-8e0h|b$qkz6RUx1swte~j8u&Cr#Pb|oTO%k{);8{rl;$t3L1b$4Q
z%LIZ;I0<ALFE2QaH=+>aR$f%Zo5fou;IzU*ZkBUph(R0^dAo}R+dr5MrIL+E$;i!|
zDoa7a0Apbb7rSLJ@a>@0@~J2SpCeLBICBfjK~}u!!aPNBUU><4TL5F_MS0~#cVN{7
z9t^Ehz~Kb~Due4N&o3*_6L4C=9SD%3!aIy|@J?YW(=rZV))KJB%!m#Dzg5RXt=Xa>
zL5|)5y|&dw8G+O6va|=>ronFS*g!W!I?QO3wZat3SWjSfs3#MgS&hv-I@!LryZZT?
zCqMk|hrjsw@BPpJ`+xk)KmG0B{MDcT?oWRB`DY(Idvbk!b$svgh`x!{)ztp}CPB)}
znHY`j-}(F_*sK*Q=T~x}P;7A_iq#8&a(a3ug*~1G(cr?Xm(Sk5ef!}4LuMXxxs7-n
za%_&dr<Key4M%iYl68&gl=M~%sLTTG?QBz{v9+<izr8avIfb$ri6+<9NC-S-H%7Wn
zXl^zYjgJqrD-Pl8Pb8C2UU)?Ydj|;3_={it#n|XL#Xv}e2BQ%}SC2Q)>kZh9HkdGz
z*=7ZBIXnh~36N#CyF1!p5t)znc6JZajyp6wNw&R@>g_Iws{neXnV||nv@`>{2<PG-
z+M?5Ghv}j}1Rl)o@p4m?Mt10QM2Z=Wg!p0X!lCM8q_U@{b8>WGh;or$p)t}I@b(Y(
zy1m5f`_Mrf8fp~^IbYk75`p95qgPtOk^rVlSUwaLK)1eER>G&^E^{J$3jkn{U=<Yw
zt+2|bs_{h)wM5wi?`%Sw+_tTrxMMlv(vCGvN%uwI=+V&jRSzQI_WiEor@co{x_556
zAAGbxI{o^k=jd7g#k)b`;xFHf9zN>ZyWe&GeDu+$;mdcC?fXNqO(PZF1g`c@wy5<Y
zy-nimRV=J%#-q)Ha}5(wQoK~@10SVD@lAbt-;mz3r1$K(Q}^z5S7OT;p=<lXIT==U
z4mFMkHR%Jw$LzU#&dqDj{<H4w2mYNK-^RT_WYdtlcJDm#r;lv8dp??sHXgW+UiV#m
zG;{QF=<MAv$r9)9rZ%rShv%B(TaLX)y-Yjq-0wPgGI;TJ<m_$##Ro&@Z${2uk6(Q_
z`{>j8S6_wS{r2khC!uHGOT7Nx%12*a{X6XV^sBd@e)?a2uz!C&{v*$P_~DnYUw-oC
zcfWpo^Z4n*hd`rOFJ3*oet1E)-~KVEixyfeog14B-w;<tpmLU;K_T5P6{oBN)584p
zRA^>?c5<G0<Y{7~hX=+-$N9?iBQ1_hrIVSP`}c3|U!NQwl8Z$YJpIl>e%Suj+jp<Y
z*V^C7F@DJY?dJ3-6`CRWb0xWu3{NhFClir5+TOD9MUvRplEIDS+*Uexva_;If8_iG
zQ-R~XetyEifdy}iZYK8El2`jn2f4`6)^aAgxV@T8ho=(rV|%M9azs%w;|sHyXqbAW
zwG71{$Cu=DW#T(4>6?p_^TVC1<HIWolQuT)9Ujo%yqZpgW@*xyP10=59&L1ZdTeZJ
zWHdN4y)ZE`H%Tl%P2%C1@iB<6nbE0a2x4tDzK|e6n(m~5uHMPfnO^dtiM6ttXkoVL
zbp$u-+tfx)n_1JQYgXGdI!Ak(rCnv#s?F^xt4<5nYHwv`zs*3vOsiVg(%hkH)igD#
z8XDS~nhkAQovO86%}K3pZfS08Y^<wQH83SsU#El$Q#1g*6bNTBkb^>2RZ}HJQpCz7
zM^mdPSBSwj*u@#!tE}Q+Bq(d;f-g%V!Xyu?gIos3RV~9tF8G>QQ3}3#R5?in*aLKQ
z>!%Xt1m$c+QUsRVjuxUw;-UxdfULM>f%rm6#MTb36Ruv_R9n-eB=Dg8TOI>EhFb&j
z3TBKWFXkwOC*fg;%M{{rg`@(>kO$w^P+M0mDa=D41A2k11Rpp879)G?W6{*uy8`@f
zr}F>?9Fzq;t>Eq*>_ZAAj<7;(La;zcfjnlo7ib-HF<=7*FhByvU5T_DcWzySM6Feb
zrKO5msj^NEzgJ$4TA`53MYVMjWnD#+s>)z%Z0k^}b+!DgZK!N&l{GX;Ra!->Mp4&P
z)zB&vyjwkOu5OigK;!6a?i$r)j>r3F%m!COi%zQQsPYf0dnPo!lNwKdb6`|Gm9ovG
zYy-18v!}LMD`~gX=<Uje)(V@yA++Y5Njf}zZ7o_Ed>0G=dq9N0Sl4j7+0$fjG-3&J
z`dfx)4O4OR;);D?#Twi696p*InzEF^7nK!}Zo%^eBJpHzeQv^wf`gp{6A%b|#Y<FN
z1UiC6<TU^qk#`}yZosEoRS^Wm>?6P4-iWXrkJw#7Hx#Hah$f6!yz*=j$TYwhkPMZR
zBOnGd0fPaz%8Gck(S^A?xH7hb)deP#*SxH_On_v!^cS-gCHY8=;BX9J2-AX^Tv1d}
zQOHlW+=`OCWeAHXlAQ8IrQBeC`7Qbq3F_)y0gMUH?ppx%EjflF$zc}~On`z+ZgTMD
z0hb7NvOB!p3PojGTRrn8E)Op84uVkNb--XcZ4=!D9^93tHm9w_X4De3P8=CQE|IzM
z7!_KR!!tuY;i*yRq-=P4I~`*AwicZ~%%whj@!)rU@ZF#P?vH-<J3st~zxm}q|J|?t
z>M#EIPyYD7{pR;RdHLc2vCQXZ5dGBP(hdpvzm!VR7ad|1yMo((ZG9=7Jvut2&U<lw
z4!pFoOwIS&+37JF!6_+$J3Hy6ER#)3sq}hoeQ^#GX&6|>^di~zAAR`o(c$sj41K0C
z`n6Z$QL<@MsqFC3csNL5<xDghoEjekl2L8OiI^{nsu>~}92lLSTf}A$qGQT(aBzg6
zEw|T)<ICf4GahB8>(+$f3cTbA1iIVX+reK>cK|DW|Ij!;z5d>T;hBl)g`S>1lu9n+
zbV7)c|K+00jTuKE88y6tKo^EzmmB)u9q@NsETkO!{hi%lFq6p$@8$B?@%STO!u%ss
z`uWf6WJ51ybA7$|$LK4fpBrBtIje1L%^HnLUM<ILi5mg*1^rFR3hOHXSV6%Z-f=!E
zMFsD%f8c|`PN1;hPDu$|XmP7X(lgRJm((XVZNsxo!K{(+tHh@D;ASAYrjM@a*2%rU
z?9A*tm>Jx@BB#`pJNLf$&D7ze-tGH=%%N@frtAFm@Wq>vy$4;)4^k6(@9os1PZy7$
zk1#liVn}v`uU`qYQ|T&<PN}E2+Ul?J3@H0)$Bs13XS73eO@b+Foz;_e>Cm)t>^Ocp
zoZcq|!m@tP9$nXwT_4O6JLZ^MYTvl%%$>VPhq(9tRBX+B@^p9=$Nobv>8YVLJ;4`a
zp{CrmgVWgu6UT2xPQhLG{i!`e?!pt_vS24Wc+$Up(;3?|?>+82dDXvu<+%E2<m$ue
zs}E<cKAe2{Rs8Aa3-5ls_WJA9`yb8Ud^q*|<K^G|`Pbj#jQ78M^7Fs^-Tz3;@n5%f
z`wD#h_18cB@lU_=$!~uC>Gy8#KLUL{qD%I{(}P{g0P&0O5~fOO^4e-{b8ClSWTs=*
zn4n(CV0ur-f(iVZ#M>+^#wgl@-s$h1nx2@Qo{mRjbQ6-y@c8lL%ZrPbFP}X@)O>dH
z^!d$;7mwh(4iB~hKF7r9(9Xv4F4ok=iQw4aYAig`?b^*I*HaPZc_s(_RF;s(l?+X#
zgX1gVsf(>F$cB7%YI%tmC4M0rncZ7UlhDPe;1c88EFhV*oEu*XO+UOmrm=Q=B|S6R
zn_8GS-pp+-rB-8+1I86sGMC2(U@h7V0dh2>J;d<3zf062k@l3~9&K$eMdLGL6n_WT
z85K{i!v7P*MYTsPNMYq-Y<4Ca2}bAUFwUo<iP+ry^w4N(F&3Gc4~@@`cK46=434rS
zbhtaA<&D(;Sp)2nu$!6;PIfgWgM;a8UAwWZ-J;bwJ2W1X&Ti0ksGBt{^_r%7Q#<fX
zWmL84SwE>%Mxi4~h2V&T3jn5VX0)qO)1q$1|A7A3(AWSLPzrPx$|KNA7{`-ItFdNP
zSJ#r7AQ5Aj7wlV7akW^YkV>#Qed}=&pcI~Yd|ZfV5L~zDOZ0Ed1KxN6eIcBIyI{JQ
z?}Ow56yaYIf*Q&N%qEoxte0R0!^DnxUSPnG12~Kpa_D62NHEf4yuZbGuvLhF&}%$A
z&Y(SU&;$eA&HxHWPlN*wvM^SHKODNIFkf&73FK8F+l2qY0GPT3hf*HP-h%wQci;OB
zrZ4db2@78STF61aB=639iW)H*UvWuZrKGsAwF)(m3sh8;$mC>B6y1G~U2y?S9Ac!h
z4o$ICSzFQAB)PTe-mR{wkjhF4ZLl~Sn_4Bft!%#5z(9vH(Bke<SzL`eQ;o&ls5L5@
z+r%vzTw84hN0Z6j*g33$&I*ibhZoKLGrEyQgDuctbl2%!bp}_hv%7h4rlW6CYji7}
z-Hq=47OTI(<f>J5K#|pS*p!?=Xd08edsMr$-#aj4(im!$4V8_pQjI|o7;HD#8x`2g
zn`IVvi{7flBo^6lh1Z>l9pA>qsJB;BRGd%jMJ4DLs~LwSv_gDwC7>_h5C<vYMdUCA
zIR?5CL`Edq+uyKz@mDli;n<az54`0SEiHf(`_^?2hy?-(v=|WgHl9LYoP;;1gtrF9
zNzi(3aSrNa5gU0&;JyS_llQcQpS;)k92{@qlR#h!l90ey=D}`(%J?ZNE8qho5#}<A
z#e9SSW0-lkN~u6{auSST|9%3AaYx+gt;vVGMrPtJge{OBXpvaU1Zp&on?=opUgNVQ
zxX1)GDi2+<sOUW+)MPRdSz%_Y+UC&cjm^a28cjlAok@re7Fsy<3~6ebXz=veO}$<!
znXG<W$J}UN1TAuAWHmCkI64rT7)%8xk2aT%))LPz4xU~dJUZX|`1RvI{GG4=;ctKO
zfBfTL|J5&l{x`q+v!8wQ+duj7Z@zxPBqAxT#7^u1z*0CllCepG3n#{fu!-;@maFNh
z>8DR#93C7{3(kUfe|s~92X$|sCL=5l4<9@rs%w+M@1>=++~({w`>F|42x6`?lm_Aa
zADhY~vf;%@dTDuXmMXT%>6!6xWHCf0;?%_4+!V<a#C*-pO!xHm4Gax&=ly*{BO_xI
z6O%-8S<RNtu3p^rIPN{(ZoAEEchEoY=*2Vdu=@f%c=>$+t~iF1cW`)mY9=x`JW2sC
zilxgHAn@Mj5#k}tCJU2_2#hwHqm!^zLIdq~h9BJ?KW7F9`)xLKO*c()*u$J|dq0U_
zJ$=Mkz>EzI58EA%-rk<685XkOFRWl5j4Q)D%%MS@wza-a(NJH@z6fAnhTM;_KuD_L
zJZ~{rOOPFli|*v-y_bLYH~8)g%ov$<@{-0DvDsNOFxeVeGfzd;$a9fZQ*zU`cfW7-
z*fkSxP4AjA`*tX)^sasR&<-?O+BXBVwy*umN7m(I$I7v1`x;yR$n{6T^S5&cPlxv(
z1uowVUwtrg`2ih~#93Hl>!$dooleH^8X}{$cT&|g(L|DJ|4jW<ytRA0Zg9Rix}nb;
z8Z#&Q^-KHqbzo`Vk=WK#8<g5Nhu3t>0?cPD3rogW&W>vf{_W&h|MH&g@TPC?I<Wh|
zo7^*wg;af0O}&#1%ta>XNV@i&yq(&AHn@2|klHgvHW;GpL{8m*G89}h&SrF(6RM7^
zAh(q>CutZrpUgk~UhwG`!AIYjfBfCp^Dmb#-b~>Hd-i$ildm3qi;~`acJa|y&;JWC
z{fEB-fB(0C|NSq1^E;n>?~@NcfBoX^%cn1|FYdp3_71ne9t`#-$<E|y(Sfr`d}ubi
zyi5n#_HG(4d5Hd?U?Q{-Vd2D(&-iGF)*eElmorq5aUFIqbTOYC@1LC=(A@ms;rZVF
zN+unOh3EEmR=0AAt<B8h{PgrlPcAmS7M&3S*yko9vt!#!F?{c<DW;AViEodG=aZr7
z==3mU9E4(}m{ME>-}EJe)9XvY<;c`#CVaG;J=j^<%`I(a;ul9dN84)$Ybi*u4J=#p
zvv@Y5Gn4VT*`tlk7`ovsS4rg3VJ3gF@zC+^I_9q3)$DF=Eterio=oX=_`c2M+;(m^
zn~1}M0l;G9m=TPFUu}LNHaC}92!%$+M|*n4`uig@v!RLU_-tr#VlFs7Gu=Nh<PQu|
zhvEwKd3>EVyW3>;nr$vtj5;0A%K`Cj><BQ$sMFc>MzERF&|%YQ&04L)U~m}q>ZZDu
zx*CI~RZrP>b4z=(O5M<8&}cf4Ahl|}Ms3hy7H(BHsT%7WnY|O7UCNq9rLwuMRw<X^
z^+Ig~cY$zfs;U%K0G(SWIirhM>p^9(Uc@hmF*S(=r<S-JU?wD4F`6gFb<c6T6p{g^
z2=0sX0%bwyRyl?%%=0i{B1}-s{$o=YeCBfO<p8iEZbt}<5WHb!utwZMrHDAJLa43^
z@K|MWwG{W4h=D<@8d%Hn@4g4D5)QA}emF*RI2LT%!m%DyC5+%fp>RexMt{q_Acvup
zkyS<FK|TVaATi#(n}6p$@FDx&qWn9UjtcJP7u>m1E-KJ;)N&MVR#*G`Iv5+2%1Uqn
zfz`ll)p7}(PB9oF?@rzww!xDy<9A11Q;NU6MP1cyQW$Kt7^@tCR&SpMHPF=!qt&J}
zD@@LMokgiNDJ-4_Pp=B+6*^$=xWU=o+BMn%rfM@*>TL4iMMK|oyKlIq-CEUdt2Vfm
zI$O2gp#YoNJDW77YL#AA+a%(4I2jzZ-hQ>WPmS_u^)^h!ZNU`}yjgW^g{-E6^wbJ*
z5n-y}y}Cw;ps32qUESISRmI?JM|9JjIqr;ZxT70g&Mu9VHxjso;~g4`XIz9POR^d2
zDvmj}p#zo(OjJn`;FFi|mH-q)L6|Qf6AnPYm0-EQRTX(hFm#m`6c*?I8*e5MT(_v0
zw+1{08U~MnzHW_P0@1_?6#eZP7%jo^bql@tgb3&e93{B9*m$cCA`}XGG2EB%E7+-m
z1E_ErJbUDgz<?El#{?h#t;&q)3*ZE<<M!doAW?x{0{r8{!}BfW)&%y0EgXW&N{D?!
z>&zF61oS1`f^aWbgTQ0L0lExzvP^(sg@wOSUX~}7l+@QrNvk6Y*ko2w{6uaiWl~0?
zO4U-+A#h?^TG7qA7E60`kINLWcMSL}<2@eAE2sMXi{rh?h0)c>_;zZ3Kg%G`<l#p8
z!O7Ocv+bAnPrmy2&5u6+;8#EY=|BDLpZ{O~;~#(Z%Rm0+_kQyA55D*17oWU+{p{xE
z9;shAGIn-0lga23MlB+$r<pvW2Ap~ehRwH6PR^KS+}_xrzdN|FcyWR+V}l(2U^omX
z76}td5vD3BG&@BS<NWmea$;#}bPRv~<oE>T+OxA$m)G~$a}V@(W2x%v?P1($co@Jn
zGBZ2FtYvpkpRns9p2p^2jFB!O(*1D7gNg<QM>@NDbnOPpve7j9hDLo|{m7F3K+nX~
z;uu5Q)4|@pA#z?>VtU+N*uW;qcpMml&;n(3_jYlAMkA`C8?@!1zsrNL>0tC7E38p(
z=!P8wtGS%CdGlv%V{T!v(ud$UB8<lmOiYdT_VtX8j-xR2_YDvp#_S`ha1G2L6L2GZ
zbQvEm;e$aka6#U0u!dsK0|0~n1bwj<%X{xPIP)#!R%xo+4RTL+eSF=9Eh@ZXnvLrw
z!<yM-d-l+^u%wOTbjyd<@QQ%SmJeM!_j}M2vnRH-Q^&@IJGsq9_wN1fvsbg{Zx%Lh
z`Y+y}+Pv{yzCV8YdVn#;jr)#=pG|FCdbV!5_MUW|zUsbs(|z<}Z0r75bi)$eG$eMd
z;hd>+REgn#>3{`PTVzv@;|r2%>A*%IQ8=e(G?FO((V%v5+1fwV9N)CfXEnKV`}T!%
z<G`|e?%uifEoQYNi!FMG#Mz_p4%7?^e3}lgTJF-DyL2rdTQ;tpoA*7ZuZMD%-7`yO
zdyjl!UAJ^(+rIH{-S_W2<WcpWy&Zn^`68zm-(Pz9{ml8B@#E+H4?mu}d7Jp*?|l!*
z@#5pN>*uRK`sS<uaQN|SeuMw`_y734Prvxl_ka7V?|${syAPi|BysTmvxm<%R@e46
zHlJKwAMDT=c6hkEx4lWN_U`%`3_0*>6>B{W%(D~Y!I>!>q>MacPPjO~+}d1QqvJ8M
z$nZ6j(VR~wqkDVXb0~I$fxb>JmDT{Nnb9sPnGbhzOd#UaS_9LJ^{*y_k1kj~#tzr8
zU1g#RF#W>>jjkqwGef<r$>=h{f=m$h`(q1J$cS6n7@6&%nZZPGVkNn_osBJrXXA@g
zOX1n&@Ju>5Nub0AQ-=$5JrActK?p1IQ@1jS|Chb@h;BUJul&~bNZnmkWEEM=nIHiW
zM9w+qoO2{WfB;D_fH~(_43$~As=GR;*DvWkg_%(pOB(t3c<hDe9Pj2FFBGgZYu_L0
zZM?SL>RI{=0tqxL0EPek-|zi?E+F&3oUUV6vsi!+wl+UoDHJBq<~CM11j~PZaV9@H
zTPRK!3d>WI<EivW92C=RE)<<eW|jatD^E;kN5`UxTr7dCS27sQMw3O9a)%-zrzht2
zgq<$8*@n28+w8FGu$Zl~sC8BpXDH-mwbG$eJ9TQ4T!uOw2r!FUWz%V_=<iUd6?~yg
zD3XgLeC9A`h$i9Ub6z6j3HeMehrz)7QO4(@RRdNS$~HuNK92<j#^i#+P8$Fbl<YQQ
z_(-ME$bp6IJ|ykogOP<kptmT!SR}-f5LWqsQ$QZPzY}A=4n*7$yoU+aQxjAWW&l1w
z4nd3&(ba~WJf4F|A{kBrp@8%3hfq4MIuR+y`4L-wFvt3OkQ5{Nb7ZvOY{2oTp(L8H
z?%mqf2!)1U0-6dx6Hf$x6az$jY+~;Zz6Z{XaA|Pf|1ib^=m5baM3P9p=uREv79o8$
z+-V?ppqJ|UNqh|c6|QOtlD)B^9)l!&1F<WJv0FDjR-1-_f(HR!C}Uts$l&x)8SV68
zz$uy#i-J#rpHp9V^A3I*s8-M<9d`%m?MSvObu{3!L`sUv#L(K<u%txF0i&CzcX44%
zam2kiSi&BqkpUyi6BpS6JdJh86&0ziLzaNR8sNDSB5zvki1CA?vQS=Pa1UAh9HR%<
zry@^MY;dtO)?t%}tF|z7wqZ;sT``F-CAS6n!5jpe#G4dnDti1tM8&9#E}mp)n1g|4
z3s2H7R?;9Q2dF(w&9{wCp4!Za6&2Ilw&@*5YEoTTaLRN{>~mrqjK6;<F6h_~{vny$
zlF=c~P4E@T&H~|R)&3qJT3~(wS&MnihZr7SdMr0U&tL+GKp+OhWRrkECu*}r%o#uI
z9zxU+T?a3VB<HbYiljeYK`1($3dtLQ+!Db<3@a$2HiVxExeH&mBcO!?Ni7lpBO(e<
zg9gKUfY?(cQD4h(5t=S}sFt@Ue706-D!iSDc?A)Lv>1_UWM%ThpQ!l`R2Cp__|-A-
zY-@%0h41|CIgpk3Md7?bebtOvY;YhOMg&+#dqY<T1SE!-^(~F{$P0CK0Rz&F#ss;X
zqtOagYQ9iJSE+ewlyWM#N>nu&6e<Y|cz=_U@6d`p26@zFNCj;Xr!E(?tye}Svw>=X
zECel;GrNluYnA*$A$hVg`EYmPr}s~P`|aBw-@p8`Uw-qy{HH(tKmN<#{rZ<beEH>P
z@85s=?(M6`k1nn*!PwtEBy|}}t5^bBz*S&zx-t=uhEYL_kF-=gQAKifqJ*4SVZ1yu
zw=j~+6X4jy)L0JJ!9^sv;<02lnFNP_VSXN^y71QUqe_K5@YmshKbeUA@cp;*)ma#0
zU<kS09++TA)Pur>t#qB%XtlY3^1?7tuQ!s|l@&YdsAKe?zRMGg+nj-DV#MQ*dHjiJ
zsu+on1i~q(FOMf^wK(;Fr<yEbaCF>m#PY3nTQnX4;>+$p&%Fx=)E1&&kX)$ZhFrsp
z5^ayQK1pOW;Bnco7Vd=6=5_-7m`X+QG%pH*BMCeTk{E;`kH-}V_|!oVO9;G}#1wI*
zK-O&WDFFr@@`3PgA;azve##x<ij#lrcW$+|-J#JtXpA<AqA!@@qd_}Ykr%3}*eD+n
zsr)PnVr8fK<yF<_j4U$BNloxEf2?e43QMBOmSW@FF}b2fNDMVSz?N3`&7gkes*=jS
za^aqS=c#M$$~?9vs2;1~FU=pC=MRneX)}AO$_}P}P7DN>@7XF_dJF_}V7-nDDx0eG
z1h)(kxP%meYT?*Y0xf?*nw}JnR^^d`Fk4Zj%OWuF^Gm?j3(5<!>WXX@YH(XWS{22L
z91zBY$}X0u9mPheGOxU<SUNS2%n7D<6br}dwMz$f8+~ckNL6KvFdQ-Z>V*wYz_I<%
zjYm;DbpBc9$@h~_ewcdk)AZ?^#QK#JNw7zsmtK6m_1oWm{r>&s-o1(I&+h$!i=}__
zKmI@b?LYkV?N7h>@t5Cy_5I81mzQT3k1p?@AD=GIRrfbG&XADb+S%R$3vjIp#LRf1
zGEvUJ>KVbZb9rlP=l+9-dwaV`b8W1zY^-nW0s6d-9O=|7o?M<>UtU7(^F(1Jort67
zdU+NgtkILb9iPMDFzB<9;O0{GcprfJDkM!Y8ONi@U#$VtJO=zbGFmeT#$y0EnNOnt
zdT9pf_auJE+QKx_@1W<8XJTtrpiN^)h)oxOn}{q;jLj6Y=-)xW9&xlvVPtYNyR$@k
zgC<8umL{k6R@b+%D><HDt)l*Id~;!Oy*fKv%wzv?ezG)O7_DSS=0?UAFgcyB%!18@
zXlkxd%7Ft`ET={m#>VH1MRbRZr;~|baHd?z#!}f>27Lag+n4YHt8EO}To^mr0l+bs
zKshz5)D|GOMMAjw@ZvpYlMf_klxs-D#1m7at4C~6E3{HEa`gzL>Xd4^Kx~w2BwQYk
z!C=#<A~wd6TpR)x5E1>nVTO>+f)6GU@I)N8fXU|4>1>RrAi4S}Llo>h(&<!;9|tHk
zN)=-eYuWI>dZ4~Q-$G^{t9)2~9PI5x?!6DH31M<V&1$RhyKwHpNey#D$gMUgE5y2R
zvWC%wQ6tXkIL+bv__#x?3ui{;>dCGmT!{9z_BK2p4AB;xd@&5bQIl{jfH08AD+XI+
z*o65P8H6Euh4~=92?0jj4-%BcDV3b!@i|F22>7%F&l9i$2&{T2F4$J}_4T*v>Hukn
z-_lrr^JYU`eM23*uRFJH+ywT5LhI#;>CG+mEMBiCCb9bka_w+;A1GkA!G4!%s6#Al
z9@f?0zIpS;Cv|l<8ye~{r-LNu?7G|5c}F0l$h1Rh3z0?&BOUe>Q_xLiwX=lX8XMc_
z<||D@d|AIpHK4UK)s~?^Mi$O1JSmYY$+w2t?zGSm6Sz|1Xi4LU@%%YSbX*=B6}uBW
zM}+N&aD8b}FemY4#IBgY;^#Ud0%wHlNeV`)rf^>A&4@#JX<`y+APgx)@W+6!$Fvca
z7gyYmRY!rmUvJ~G`Th744Rd-7cD5_bPggYaho0)byRc}9=Cu+PqmM%7jgVA`LBU9b
zI)a$_AasecZG_r^+$D<!5MX%i5ST+S3rmnl=aZE&{Fg}0HA3nlQ%4*~2r4Wxpz^32
z!<}|ml(lVBOoyAANn9T`8eU4sr>3TE{Nxr43bDRQCXXabkCYd*9A?LD7=YpyVR(?%
zu;B>3L<AUqCs1D?fqaMpLfGRSLhP)X`hs{P)5DtiNf;Ek4;5EaU%176gv21OYO_e(
zA%jcOk3g1Wk>Mvh9Z*@FkXy|VU}WM+gdhGx<o4U3z)3u;4Xzpq_BVF56T^+%wqOzp
zp-4Dmckk9UH`T#~gSKa~`h}t)xsrn#bm%eg-7OZGTE&)2hE%d)lUiWWiVaGhStSTq
zwQ;u*J?-U8XmTW6NctAb*@f}cd?B`0N*>IO9n9o5ONo0MbN6-@-rV2&`RCW)e|G&J
z|Lo^~`l}!R{7-)N=fD2pum0kffAyEY`T0-ZeER9DC)W?3UOxcb6*XtGvsiTkysL=4
zNbENyq7k%#S1Of}+(;}ODUX*It4pI9BvrGKXbjxzR0?s_)UST^vq;D{RjHQ7ODHfZ
z6v~s6mBj^+D^h;1Cm0L^N#SvM(d%PCoL*zFJG_`DI^99L3w1+bv)P8eYe=VHFzNHf
zbOwvZANBfUfj|P*ls}v<RhDC^f-jgF%@;5h)a%SPyFVJwMj{Ef%Z&uR(PDSGTmkS>
z9d7(ItIg^4`cT1*tQQ80P+LB~4;e4)!y~Z|B}P*BE>{?ySHL?~7|r4Yk_daf7(tF;
zfa=0EJfJ)}Eyk5R9t%s#xXgs3`#aB^tb34yR5{$Khb+TLop@jMb#-+&;BR9WqqhfQ
z?IxSoX>!uTSwXriix-87qA-+UM@Bd!Gvcv%B7SB!t?@BoATyk)@W)qVP(<Z*Np)X4
zzoW127`CrGOAuH42Gj|K$GGUc_U0I)OTzq`I5x#eOmpW?^t(@@vwKD$Bj!(x^Czh1
z7LP3QrgqiXE?haaR5mrBv(D~dCs94Ktr=fdmDhDJrb?^w`6Khpo*};=L#<?PMh>zo
zN+-t_<p7HnrX^GJ;&7TVIx8BP6^8Tdzz7TWm(ol%`G)-&c4C|h&;;=NV+*3C6XS!g
zia^U+12kuhp?43O1B3ArcZ#6KOh9TJzQ~@v9y@uNeE9X)^^a3mU*t~TCbpk=?td|Q
z{x);`EO!0*GE~R${nfdR%=;f-{+lb1KiD6LP0~OA&7c4B$6x&Fr(gc;`=391^z!+W
z=U1oa$2)sylSV@H;^gq;VDISgcoCSIQUOA0xjKhz=hG+G&z?Pb@ZkRO=_!VhVA~f8
z*_r7{r`@u-w($7jd39#8lrMnp1;{Fx(kPb511%GB123No`}2uxF`cW7jqa_lqFENu
z(Of(RhQsOp_Gm0Lo=VP+kIj}q3JYNKXRbWHHjhc=Jh1Q!6QyN@_{a0mX}E>Hs+RIw
zi_^2?*^T+x#mdyd#`59T#^Ej+)((z$_8%eSzrXwV;=%FO{=v%14w^gGcQ+PRx0aS>
z#>>-%^7Lq75uoY$`GxWP!bEX%ej4M&#qsj??A+Pr2L6+|Lb+PPcI0>=1(0;Ik{Ou*
zygGwvW~Q9S6cTOKv3MX9^>_owLimDSFq)0XG~fdZ6i16it2e1NM!CWugX^V6P!%{E
zokVKWXc2%wK_c1|F?p17nQ9SVEfm4&Qb`nQPz||!wMeX%ibQNCn@;C5SppUdGK|k;
zh&UV$W0=dtP97CVc0OZR%mn0{jv*tHO6Ab$++o%bysv=)xL(YmAtoJguRd@I!K^2X
zjkTi&ts=Y#q_04dM;afSeS|Lx9(!l)%XVxywt)o!0|dg1C^53tNC@q<J8d{oVkHf8
z9Gs*eu3&k=?5YhYiEV=P5Kf&ql|yC0-NKGxZRUk<){<Q$;0@p7gJ#1V3R&*kusHC|
zyHH%@V-we@x5>60?&Dq^K0Fccg7T`ndE;i?ty_2M>g#UYsK0sZ_RTun-u&c~*7oLM
z-XKTZZ}sxxd5z7>8|HTPQ(N0R?+nmdF)<vVw{-N}X=<yx+gjJyT-Vy!*wWU}(0Hq-
zuc@d1E>A+y+1Z|i%;@17+$^nwp|lJs%nXg4X>db&aWoc&-oaFvX=XpilN3e@%KV}Q
zO34sp>3l=Z6xW**1;!+fBtI}Ji4<jlyd+juq$=vfges5|`?Df{PVCEyd|9DA%Jyd^
z;W33XjwlExT2$bnU|t#+5l4!0N0euUSLSAGZA_h=1(OYPPlX<oi9VH)uG9}nRW!Yw
z?Fb4Yqq6*>etOqY*>YtnMnF~xmvyiMe|K>6kblF0GY>HsVf)mg??`-M?1&c#58$Q2
z3rAiUJVc^daF*~Td`A$vketU{5ndUnUpSFLwn3=YR2+h2O--H60Ex8Ww!H}&4^O+@
zbQ`V_;9ca$;)ft(gS2xkY(to?2s|SZO~$*(Ka>4L688cl0<sN>J=mc5WkCWVLrDa{
zNaqyEcfoFjz9M7F+ME%BpZKUmcaiuO6ch|pY<$!lE&Lg4Mi~))#0>+n1n(#)#xC54
zk&Cw|8O46cn-S{_`mLpw69WtiBXUSDj5WK6QFf=Z9dl3eb08W!I$*UCk{Eus<hJQ{
zUvJ9*rJc>D2*os|nyoYP4JL40i6^E}any3QK_k*AxITvt9rOXG!J(J<%*t%gGLdvo
z#GUh_!Nsxg_EctZJaM#v&zb7|-G#lS^2_@NpFKHwd9nM``zL?(t1o{0<EMZB*T4On
zzx>nR{K-$h{Ka=a|JgS`{`B3~-+uY@`tdzr#Za)ly)s{|U@v`cX0njaWk7L-M)3!e
zv3M}x^Ljn0)QHa$Hk$zOf=KdW<#B0oC6&yKjKV8hoSK@Bh2tp8^>{*do5yZ-+R#8R
zSJ~|tKt{|Kr$VLkg%WOW5NgO~Lz|E{5Qv9^F}()8j!58JO(v)y(C&jCU(Dl;f-@n-
zA}JVNe1TF4-h>hC2$=NHTH$EY=MRNL5s(XAPSO};1J~Z^z{jD@3e{!Ccg$uJnuZ8#
z2a`)IPePu#yl&{ccp@0`rPDE&%YtCs#8kx}@I=4^i3Gr)=JQ!xHj|ECu)%@54e-8N
z@Nq#LFk}|-CdOMCZuy<tkYPCPU<BE4v!koAy9WmNZH0y^*A8ecgZ?BtU6zzr3?tKk
zuS!bG=EZ$?dP0yXi)Yqc!3@_O8v+j>(D>Y}U}hJXR?Xy!V)@X#a%`>c8nRPjSCkRT
zv%G1h(NBv^upLQ;Ju!q{?8P&PF73ucJE&aCm)5;k{?!Mj!n$}45&HX%;-Wl1CoiF>
zXiW}Lw{c}hNPh3J2M?jDJ5lB(C%LgQXJk%XSdx`i)%b;CMP9PVN#xnt32w5)t?nC3
ztJ<+8S$K>+Ea(tvC<YhZ8l=Pi8lA%*M0WZz^7!i_I*;%>^ro0dnrUnUqYL_lQ^(|{
zdUg-LsQ>u+$l0rr2VWK+d^vXYW$x%r1kts<YwzV}nau~D^S9&IpPxN^cATFH9z0w{
zQ2Y;8Fa6v8!T<Yz|L=eP+kgMdAAbI4zy38Qk5BJkfA;z_Txp#j9lv<=;ADUA^6VJu
zYaQu=!syx2!Rr@KKYRD)?d#VMug;ejCl=>XuQMMG`7^l~J_qK}r7;WZJHNGBwd+*a
zZpIR_#bg1_54tPjwYkh%j0<BvS9Nk~V_{)uc@al3oj~z)K9wqFGb?EKK^^wk7;0;0
z%0<i@XUoNlqm!*wvZuX(jiB<>;`H3n_SVDmdobwkpIy8|p8sg)@%aTh!CycQ9&PQd
zR#$<@FHICuv6Ro^Hz}QHW#zDJO1V}f3_G2<a0K(j-R0%Ax%s8Z*_n~za=EflEGz<&
zQ!37lk57(_Ekl6K%xulffVRIeJ69bqm(uC!(UH+etd!27bP+At*%)S?nRFPDgeWfX
z5+Q(eiavM1rZ=O-Ivz|#ym5=p9QFHsu*(frJ0uxG4+^<c59y_~19T&n>g6h(R0imT
zQovUV5dBgpgfa`FVk(tfAVk1k#^;N<TzFh!E=S7aD1~SQVzTH%h&*tZEFlM#cQlZ`
z@Erubh6nnY1At3V=>voK5}!(Ny;yYGU@wM`m_kxW2p?8he;?xaFu`DFfnkNsMN*X0
zO;BC^<N&`5i7!&v0X93n#0V0T$J#&&z809G1h50=gaq<C5#+{MjKqF$io{tD-UVh}
z_y9y68-@yz0kzXT&iIf4xD>@fo&#oPEv<pT526}?58!~nLOvFspBN^>(SpZCTrWtk
zx?A<PaKNu32N7U(w{G6J0m}>baR*-3jhi1~4KPtuk4)**#v!2$W4ksMzgs99pbi5%
zUk}~Y*mAR>`6g~D)RvC!hPKXzrk1+So(8^*0+@q4E^@~OCO->WC{|X&)N&^UM&GbC
z#8zABDhu5j;9$qllf+0-lB*g*V^T+)qw~^j363u(tQ`VNi0Ms>;B=`hR9AwJ9}+1j
zLZb?3El-Lc$cybUjyoktOsZogwJ$4iB?NH8oN*!cAB|q7);?r#4_g8pYY>i^z#bA<
z{d`O+)#f3s6*6o{X{1@ayiisFrhPCcE^inM%bMB4KyJqDOP~gZsWxCHJ%qt55^}fe
z>+si393*Tg5KIJoD&jSfh%!_QUc|O$G#r8GfhX4{hH#efqQN&KtAThv95KYZ8gAqN
zpqqXNoF{k4T$pr0HrC(9>xJ|ebTZU3iX#!a!{`SGes$tj*4@ILn)z@GuP^SSFA^T+
z9r8kxTTCG#u^`y+D-$0TaWBLLYY}}2q?-Q6@0sMjFd~Ofh3Pd(5|X$e%&uCyADmdS
zUrE##P!%xf@L%<Jqy7LAvAG-Hhna@4Dfn-2Zb`xrQVkaZ4a9}35yskKc|mct;|+YL
zyAz@g+N=RBSG5D*#Iismb^(Z)Mz%=s8-^nXghhQ@TYXnIy3yMhj2=D@ed{!(lC9AR
zbUL9?CpH>nPAuN&Bxbe9sN|WH9J@{w_ZX8t(?rT!PI@q%oEeKDygE}#SI5%_3**Pj
z<+HV^d&|YM`O)*0^4Z4pi~D=89v!^BKL6&+w_kqs={Mhg`TY;yefRx0FJ4~1{q*&d
zrw<=Lx&Qk0i_6P<%V;}8tYWD;H#Zdu2h-_fDiPOfu|jBfL(o8DLCxTQ5vMnpJWg-K
zA8|X}u~^D%w5sGvl^kuDdKmMtxxlsuiA$+cn=Lk_f+QWJ5+$~-d2GH~rs8u&YPC@$
z1SkS%3YAD8!tM_eSgc_tpU0O=rAoOBgjF&?bh(KTbh$h*!I0%L7@W{+7)L_4;rHZr
z+Cfl-k)_u|k9j>FtJM^W1Tl7u#iHq4J{V2M5~)Ze2wj=U#-s6QCYOOBhVNJ`23+Z)
z?UB!ABWQ~LiJqQr<WXzyZ8%}j=VWIG5d#?P_!uD(&$?TfJffbyqx0^-U@J$^gY3P^
zIAHbBQ)Maaufl=`9I(uUa`PgF#5;N(;|0;kq{bU#B}=@*qBuUzUcP4;tBR1KUpsT`
zKlIP-7>bLk*qG1>lzo7za}Jn8G*^mY^iy+-!r3GB{HgKqb#VKs^War@Y8&J(V{(=s
zpW%$JOP9|asPo>q?=7t<st4Nrr$AdcHm?AbuvQOE=q(zZ7mh87P&SmA7KTUJp&Z-n
zrA0>B&|O%W#GG_y$1=V`YK%%Nn#4F^T$sF!;0O=g*V3|bdQ$~5|H<>DFU_<BXn`DS
zYF#^jWGinNRxaGjXV!R$J+>fNJF}g?&Ru;r_VoM8#pkK>_mO*_hQ`+<55CFoJPBUB
zFYQ0h?(WW(7h?;1W8ePz|Ahkkw-qFRP(SUT|M{Q)<Trowi|>E>i(mihvzKqKA6#FZ
zJ$iik`0*9uSG!xwtH*nXr$@&Rt}eg&;`6V*`0VME2f(e)OjiJFSel<$u1?IAMmH8_
zmr;E<Q78fyF`g@oWY!mFM`Qj}G;nyZ3r<78?Lk9g*lV9Imnx+)s;SYaxV1D7hUx}N
zVUg}4^+2Txs5hDDN(F{eZlYM4pPk)ZUt3>VxjKJ%vUl+M>66diynpxV%h%WMUO##M
z>iXG>CodkH-9K1c+XH1DR8y}fU@-)(DyL3hQF3)+rbaMq5OXb3o?XUwsf0!`$0*_G
z#dwHskc!+UJz`+kw%lFbK3?11n4aIBo?j_X%$FysrRlZu%=Yy3Tt2rrF}^l8vr#2H
z#OeI#SR%bvU0$ABD&@*ycQO+iNrmu7^C!cxpvx2RctbugfdG28Su{qSOcio@6TtvH
zdVD|N^4m0ehtA+K>P!l$38X@?R14{)km<n9kw}$ry`&no6krOOTqKl>q;io$#1Tjl
zaTsP`!$-p9$^`-;n@t2&UmqHX1#AwF#pE#2YR%^YJwXT1p@&7I4pT9R1doscPo6;=
z1htCN2S|J05FveG`>+!`hBW~OAQm!Rgp~^2g_=TAh|@!85@3xYs}GPNKF{zdqFlA?
zeQm0UnNC|9_Poh=u;hplWIN8}B#lEn7Kkl?p=wKTIFVx!9Pt_$Ech_QnH`^j&|o<6
z;Y0~ZfTzJo0ci?XsrabGX&I{O){PsrlQpJ|ICt08-?~X`uUofn-NZw;>TlNF_ylu9
z^2AR*{^Z6DeD!hT-CLkElou_<c@sRMerhvf^E^o}joHSRlG{F7Qx~PNt><=gN8Rnl
zj|YcZ+q>_ycHHjnzl%quI+`Vb$)MPi5k|}M<diZnD)yuV_AuMzgPIa(>_a*SBQ>GS
z&S+9o%3M|JACWi{e0P#>_A|9kbh_~*`a!;;7nh$x6-BI~7(K%V&#*fogp^X*=&q#5
znH2d(WVp4(_(mT~?_#PfLvjNh-kRRUQJE1B<C}e4B**ZO#y(6UWHFI1C2>YDspMGw
zY>SWWjtN3JSs*12W$|IltL&Of>!$L$13`TtTNSz?vs2)Us&p1ES3JNGqsRv@6ch`F
ziFfc92p<6FB6vq#J*~813YoigVDQ@1(bWV60wE2J4HFDD0?FMWeMiV(z;`q>lIBO!
z#|?85$vV7JSXH=v6GPv6BCc*@LI=SGAMz%Sx*Io%Y`#r?MZ8Y+c+GCzxLt?W@#bx)
z=$eUnyZ&bVtxxXM-@H?I6Y8rIlfu@<UJA~MeM~Mc4}bw_rcm34nAp+4$}PdN;r#}Y
zhMfZRLy=G-(NUN%lCCK1OA^jWS1WK~XtRR!>g#F-Obk4VuC~VhPOx^72ZPB*DiV6z
zT5v$Heb8wg?eM-Z4<(aF+;(?0b#)N|2BAf?AM_hmdcnTvzz#1wUL?dYFueoCO6dke
zgQUpXTW)tkt+n3nXusXng%YS1Dz$?-+{@!p#Zo3RV|uOFY>*iBVl86)I;qu&fB|1E
zX4*9(qk`)&$zvgVGH8u^^pmLV7>R67rB3HZ52kZlQ`z;2<V@PLF`YX<+B`o!06pyD
z-r<AGlXq{PzyI|0`}c2feDTF+-~aH<_dk5~`4?}muOGg6`Sj7_tIMmihY#){(>exN
z^eR43C$N?dk}G2TC=v?!Lw=7BU@mAOAfJ^og-k5Ptr{v!u2gHZDuq&|P!R638OVBQ
zGIZ~{GGzVG7YK&DUO=QF>72kpcwP3O#~BTJlfdi1TuZ0&z+oWwpH9xrP9q%*EMhzs
zHfmK)yE&bTkBwx!DBwo&-i&0uB>)Cu2xkd@BpM9{Q8(wv<#R5N$Kww~lBv-`0k{ls
z6;r8LI+sdkvxV^zmL6lVKsuAO+ALfi{Qdz@X+T+l509m01RBZgn@rVl_4hkwUF|dE
z2Htge&y&r^{+5A3EI)QgRK4B=JDBALGPq@zmv!zatFmD^ex9hTYolXqUy6l5e!RfV
zObJG-lGG$WTM<le8B5D53=J0!j41IzI6so->YWs|wO{8Rh?Llw1^(itVgA&#b?x82
zc3ylLJ9!&Devv7!8oVQnP?0^dC>yCtv3R(A&#`i0nXRoN?mV*XK6dOs_wPUVuAG^$
zv=|%brKcphS*btGGP(x?X;!SjwFYVUg`AOLf0~=FNaqf$TMr@&2bPUX7uc|<5L!64
zPH!0&4$X(pqFYyi@g>d3tQ_OfWJwe);8SHNTI4RCg7Rv>@Daz(Bj4%k`1KEy&wrdg
zc@sE#W3TLsAQw;G#+FVkTMxXer>U8>{CL&>{IlOJLjFN1rQgRN_W%0F|NBpV`}cqP
z%Rl+;&woO+?#aXJdnXSrPA*RlfaBVG_2TvW&%XNdtFOQQ>Z=zoo?l&EoL?NH2550%
z9=xx$#o4v_>1^0rN+C918UYv2WnNjRf)9q8+U40&c`So}`1lgpDnzZ0cXwb(tuC&h
zjA*hjvRR$lS*TXaMJy^-rzSR*H#S#Rw^o*b!?`*;d-d$q*YCgj?)?{^zxfiy-=DsC
z^Xc_9zWnm-SI_Q0d-de?llxDPcTdjt&MIS*bEQ%xpG^mYnUFUZvZsBfq+6GAX`(ib
zM<)-VtVhmwC<P`7+azJ?MJ$~dBnK8IeHy7iBjQCI&WTiRYkL0i!Rft?t&O?)gVpWT
ziJ7&@a<vGu>nQU7m3(1|*kwzr(+j&xo0Fr(Tr`!9W}=>W+!My~j~g>qi^XNqBg$Y!
zudGC2RH&T>vjc@nI<4RCuo^8vZ_sP?IE^-gQe{@D404H1D#dtFBN1z)Qk7J$l*r^l
z2~zh`flwopi+KVmt}c0KYvhP|Tog5mxLkCeL5ZRFxz-j$B3^L7_?S*IXheFUY=}<f
zfOS7O00G7rLSHlm9fb&if!U4*L(C%4U`Xvp`W^y|G!J%xbcF_-j?NlPl@PH&OogTb
zZ55Z1$kJm6j>s?)uqPpW93=NeXr*MFNQR7PwT4YbPK#JNgTaNV6GRu;J0r0!B#J<n
zg5O1gMg#x_0|7H5<mBPT;B44(=T28MY8hKGBS4f05iuyP8y|ms^W#roYQg6sr*9}N
zNUxi>>TcYE--Y|+A)L`aA^&sx_AOk-rc2mSGFrSGm64{iG86_Hf>LrVg(>J{2|I@c
zopet7z;J8-Q0p+ihdSKe)!*3B+t4%EWN>q>ArYeTwg@{~mib2n{!tNvTOP=y5XYMo
z2C`D*vN9Dza6|%O78(<4T|;6WSz|PK*tV!pq!|>dXnnNSK6(pN*h3j=ksAk{F&?Zl
zfvR8cVIdD@i}KAuo;55~T80Jc0kL*)h}+puZ|$WvWBHLO=n-oM^iH<H#jys2i1+u?
zoAEn@By)s$W*^JqXW4=rM}+T;@_cClE^=K_jyJ_0UC@=+t<yW+^c1N05}RL;EEr>>
zns`CuPsvSQvBt_%nYmV<j3<T)@9rPy=pSrv1fjH}0VG&~6j`|L!J!T&ucwF70+EK{
zAjB3jV3_@4?1=abL>CSik1)0F!q<X<P)A;o4^||3Imj#+qU%NjmLTA2eR2c!0tos+
zfMJvgkCOP6<P{{Z=IvXx`%u*N@WF6PR2kMEnp$o%xZP3>Rj8m~36w4D!z@^&q(MW{
zhS6k2-e$<EVH@PbEERb+=zR35V|fHsP`w@KmTJHq3MT2`RA9rg1-Z3)Wb&~Ki;{(I
z=uC_n2_@`q7v6*zM?$b+&WKto=roKSYpxfJFC2ZnxS$~H0zfKiT~|$Aop*b{A8Wq@
z=|%29r?uYcfp7)OqOGA1N(`E<?M`<GwkdCSc7VYPg@)}*+=qwO(A|A^aG;G&>*jE%
zLJ>nEW-8?ztxBL%3vml=W-`dE2ANLI^VoF}pDE<jWCP|>+(V9tE$L8XyxM9hwY@sO
zwmi4CIJLVxSsjZlPh{8U3Wr;ZfFdHO|Mc<sySLB2{q~EmzWVHoFL8YO{SRON?1!)4
zy?y!W&2zAX5YUArySk6E4zeb-v%9gkw{dc^e{{G5Mt*)IHBla^Ocv(mrnk2@LO~yh
z6kx+nl}2zNCcCm!*;ubGEL2vOXI58cw>IXtHy2Sxvbr=oKU+q7B=RR?V<R(wVu1WJ
zJ5?%<EG^Bgt}ktDuWfFxjOJoX%X3@UPOqZFEf25;%r2}wLV!X3A>I$a&gXaI*6s79
zvN<p&a`{ov%@Xm*<WylKpBl#|Xc6LTGMP*w^yT$pyU8gMi|D8e1yKf9m1xsI?JMy}
zn^9c>p^i5qt~(GP{V;sIeY>u;?Jk|s*LW96Q9xI2Qioc!7HW1%mY$UQQrtkAXAcf}
z6T_PqzJn*B;u8Mtv+W^zB+teK5WI+3fsIljY)6hS$+H#y$~`0Y5G&itNP!Kd<jb(!
zDF()crFHrEnmjir1_Gi;=73_17m>({7TMm+u*N}gCK!`jDp*YAO*t$wG&4@^%d1C<
zr884$U0T_d1FVWc<ixrbM{Y(E&7;d(ie4l~hzfjbyd=cTac<ADapl>#^v>>DR_?jy
z_Vr6grnL(%Vq=wU-PES`^i68(%7cVIVq?iNAA`$SQGlIFj6@Os-+JUfxDFq`imqPT
z)-V`-;(Psz>hm8f`_Ek`?}87$8N-2Pfdy<(9=WSqky6#Md0hH^NRdClpZVYZ+dux|
z=l|hv{{3J7=I6io^!3~8N6#KyK6!Zg__Md4{_Okjzx@1*`}ZF_dHUq><40#_r_Y{0
z#g)`DtgFH(8mp&95sWWXa2XR0O@Mmkb4I-m(7_PUnw>0dELN{hj?ci*T1KqB3TXWP
z`s#QtR~erGLkz{-)rpDf#N_PM^zr^4==!f;zWe;$``6E3J-Pq*-T`)fwpQlmm#3@i
z3u}uri`%PPCtJHOA3Xl*&F62f-(H<QeEQ(^o9oZ7FQ2_eGvxWz)zRts{sE$2GsPSr
zr-g_+>oJB*O1Dnt)yutFsae8xtA$RO|5A<}b=3l<S;jZYcy^UU#vGEdhV^10LJ2ct
zqX#QXM_7BTqOEPRS}4pF#&;H1tEDow4(3Xev&EUQcs2)ae>{~9Cc>_e-|h+6T>+~d
zdp<C=%v!Zst3%`-*?YIqOtM}WGU~N9BUBf#(O^fr4Jy4!rL$?ZYKcH26>DWuy+Wy$
zBK`%k5MLpdC`FKAVwpf96^LabsX`(b@_0Npi^Bkkf{sN<F$eeQ@VEf-0`g1D<#XsX
z5GOEI1k;{H9T@7T&?yv57(r@>#|6L_28cw1;eO2x!z~sRK@>$AAI=s6^AKY|Mt}u@
zjX47Kg37Ad3t(emRs|Ub#(NiF6Zk+QE*6qqU{JJ?>=s&n$b^w(?{SvI371@QVhTxy
zkEBEJgZhH&f>1XZ^t8eNtAqMN5~;VnZ3yd__#t<jXaI6yOn@jnY%Zd^Fk-xU<D-u;
zcEpLhHeS4eJ9wz3zHs8k12_K1|KZ<ZQE_xyJHBWR<)roi#}gBJq5@3l>;aM5h`*Os
zrHLjp49awabZ*D6pohl7qGmmG7lYR!Qd68!iOJ9NW+k>58waFUU{n+>DP3{Q1R=e|
z`FT@nN|%{2gvaC<O3Dla0u_bM?c^#4qzLD028V?`P3^abxLsIa1X5LLp;;p=op*?*
z>Z9>GRJLK6kt)?wy9b;4sLcb6_JN@`3cYo3xPvL^$89gQrM;(t#%hOL)Hyh6GYjjD
zGA&K-WVsU}SB!5Bvf;2HY!=K(9TAQ{D|AL#-XtG{{3KHP6RNQVb8*pLSa2uDQO_-n
z=9QSh2D5TUSQN^sgBg`KF4J4tp|sW!l&TCMjIlg1WjLn=)WVlif|a2(F%-sOiJH+n
zfbcT59%|qY3<<H+fYpZj+aKn?&|UDeZr3Dn9mFsWqNd1P82SvaTy5ZZ3zKCSls7;5
z7}zm{p^?giTKn*V-umPdVu)ds3?Hoi7HlyLgYGuf3FHGt7t8A7$cQd&=gIm2^pNR>
zSi)X93pJVKG>Ug7SZyREj|@FZy<1x$y#~=#)!I1N-8R(MfdnIJ#d})s_Q1{}%a4tH
z9ZlWPX^r?234FXUYj$gM14`II(Z`sQu*C>rtTtHeAkquUs=o)gU{LqlDEQ%c4&+%o
zc|sp?!;nV13m>entCrO#<H*LoPCSGdWJ7N^{IR>e-SEor^Ba00$vOz{qPw%P2XUiL
z5-RIxsfS3T^tFK0P8;lC4E6B1RB&I#;$fMTtx^ayYJpnLHEKmJtJ<g*XoPg5gl<zZ
zT{?c$qtC{@g<K>Xa?EA|(`oN?);p6A&rRmgtTs21+uvEbx;Q*N-oCmx#_{UK<4@mQ
zzj=NA9wokCeEQvYU%&tS)7Niaym|NX>i)gslS8zPTwdL~|KI{2)o4e$ygGi2=J4|)
z;2BTP4vtUvaU2|OA0F*q-ak9Ncd)&)x__{>ySu)<y}Y%xd~&>V?{pu-k_Qj*0la;3
z@95se>B+rg#D(_{ch1gFPS1|_4|flbcaKhX&o7VfU7lWCoj-YwkNGP+ZF_HfV`~jn
zm{^Sj0V5ptnau{MFPLS;QaP1Qmr7*42^HWIKxSv7W0<XskD)!&AM|HOQemua`aFD4
z5LpaN9`ON1!6zCPv_Wj{#~iW~R2)pu33(Z#a0oE40Wl4~eT&BErVe%V_G3NrMqhuE
zOg*46QxXMHsx0#Wi$HY0#5v9g!yRSJ?U;5z@p=%z(xM|wwfbqn5mu}OuSt|F3DJCw
zY!$Fwqx1Zg3w?1#;z<uDCiuxoKGavF2%5b<UlkiY6l;K<pOfnBeQ?GATpgJg6<3io
z7*1D&bBCJhkp_(V$z54-L!6x9%^k}owxziRLA1mHybIa0iB)A~OA{W&=u?y`Nv1Xo
ziIN0><^AWG-KU9@S7}sFVkL8OQ#-S(t8A$&+n6nySI_Os_pA%YCLm$qYXP!4v94J>
zv7t3`_1rRdfPzTZ>V<v%%C~UrSU$HeoEm2j^>YUx>f3f62lt)^Pv68YKOedO)!6L5
zasJq`e&Mg~IxFk;sTJoRpi=sM{E`3VU;gzk|HI$?<zM{O58wRo`Wb<Jef!l9Kl}bC
zs4x7xIXXBxIX=3&ItOoJcNf^Njm_1CLN+mla-Z>BWh6bF&lVC<boZpgzI-yWwXzD+
z?DX*X-r>pV-oe4f#>Ue8#St#cfDT((n_q$-1~v8Q{<EhKpTE3*_08vBef|DR@{fFD
zV+9va<DeDh3K@_e#<7i98823+rspeYI9uG9U${ItKHodrT|Kxuxw?Mv^zp^>&!2z$
z>i(-QU%mVK^`|c%K7IG(*|STaUC%ELkB-(>4whz0@nF*9NO<fCr_QMoc(IWrV!E^v
zvm8Dc*Cb}^g={r<NX2C;xJ)H)Sk9p-`NI~aIO%hhvLoxWi(B(6yUXi4%j*Yg>*(U1
z9Ge&cO(zo1A}WFXYG1@-aRyvor0bnVi_d29m<?X5*{ah<Tpk!=KG^CSl|!d-8})V+
z$0{{OCCIBfqsCxVX>>A)Rw^_o<VKYW-Ld$NN-C90MDV^OJfU1Dlk#wfFB6I7fKCX-
zJQfGDMG<rtAyEMK#pW;=&{yC~FsXE8y@m#<gt<zmBa_b@q|^Hl03*SBN_P*9GBDWJ
zivt!I4vZ~9!iSxOYHY|e3><-<hn)p`p|`so3<?snZ^afQ5?|;EY6mYK8D_G>h!iy7
zON0i7WKJ_mui=luf<TrV0t|yij36;sgnNb$z208fXym^lq|FW-B+`QdAzX)c)+U<+
zJ)ImHg-fM!sY8A3ojA+mbo}v0AAR!iN3gY!T7vGn@$n~jZq?l;VSD17Am2sS6>HuX
zTrW%=5vtG6Xci9a=?R5B#13U7VXPviWlF=4Kt|;Vf$VRl(3?4;Zs4{gx&euHP@tr=
zV(i#+N1*J-z|rL87(6U{jEm&Fe^eYU%0dO1J<4&#x&DkWF#)qn;!gAM5TaQyyCga)
z=&4XseANI$)ZI&O>K|?wX=pM%Rc#&CyI8geN9(3jx$Sg8r@}hKmG{9A>+EkF7;YOF
zYVGR3+tOZ-i6>+jh2GXZ(9}z7?d)y9LtIIpKrw(28Z01_hwaZuU2(q2&op`&M(>a{
z1Uf6j8f0M}Y6~+*tNPJdRQjrb$}g?hV+DmTCGe$0_AnQUF<DY4ikj%C(i;=S^2%^l
z7S74zW17)vOK!?koOdKkMn_0&aC5-T04u|tkiwLM=O&U5V*CgF`yr$ZeFSR?Lq?Kb
zhFf*(Cb?7FgCMIAc%bfsIazxi)<_ZeLYk`qz80DCKptZZ1PuozMhr|O^ggLcXx#hc
z6YNz&yxqQYQy}Zp*%&4_OKG6#Y%J(5tB;QZ7&NG|LFiRFdIuU1*P&3`2Waga0R=4v
zc*o+6hJagNM++=37PXHt(8I*$FVMN9y{MtL{cdkdBQ!nCF1Tda@Ff=x2=F5|MoNy5
zRD_*HW{z;ix{>Va1mzVX3gQaW#=8UkorC?jBx%MsNo9N|D8WR1L5y{^H}qjT2`PpD
zstbco@=$+I3#AX-6|9uPScBfX)7{?K+l7%RbXNn^*I++pqm6hnd45kbjnX#Ib(hkE
zJ_w@LpxJt%`ubX_gPp_l9wDDDfgTexRZ^B#!BI(u<wBZ>-KUbVg8@f0==9li0jn}-
zlZPBCmr<SwV0P(9Mx0Zn%=E;_*80-c`Xcc5M?1?0TZ>z(vrE;9-R;$f53gQ4e{y!Z
zcYM5ac6M-ib$Wh&ytljg;>8pAW6xhcyt;q#{N>a856&MyzIgrS=}Uw>0D^q;0*_w5
zcyxAt45@~&+4XbeQ|`e=t0}aD<FozK^P~F@FYjF-C$fWLy1o5PXtvEQ;;^l6F0QUs
zQIWL1xxBTDR^Qcw<6S)e?BWD^3~OG;XNT*XgdOX_a6qpQ_&wQdY62G84A^Gi0F9O>
zi!<{xI8bg^nVHPxGb4peFoc?1t3oQoU;x#yUHH60Jhi>GtE&xZMqF0n3K1VxxKt#0
zd*l-D;<5tqdt~o#DRtbA?nZ!I@WI0u_Y39SdI!Z3qI;8Uba0!!)aV#z>BRNmtI3r!
zJ2F>B&!8hhhraTrSk5RjlILV9!pt;(YDY4@CJKx&9kC&pTHX{RkOTEpF*+{+!9JK}
zLaNR0YZK#~NCAeJdSXjHe`4Nz<k)zCf^2j3L^-)58{ZTaHbj{PZeg9Dnd5tNOo_fn
zZtO){w?Bh_=~Cdou%)>7*t_#EuyGkYe33qSkvn*v-gy+=xb)2J>C0=fsV(`$rgq~2
zw3C11z6bq8>le18XFgOq?q7${nza2my#Fk?^T+`R*xaFRauWv%&g7v{c5zu!+0m?>
zBZp>LI5Cx06)X1~XYZ0vzn?g`j+RypYv;brbN}vx<n~2+>!kSmP$Pe6Kl5Mz^<V$?
zumASfKmGdqZ+`swk3aq9m%skv)6cip*Y|d|jt`OW+TPk+TU(i{l(L0vbbfkbd2V`n
zZmOJ(&5h^gO1YV_6tvBFCUvm2cCfRxj?v*dOsma3@WIyBw%3;LpPxW{U7lawzk2fc
z;mbGAUw{4v7h&)2pPoQpjmF~%uQweCjf7)G&`NWK=^|(~1xymFNWYiIS7v7yr{)$X
zXICnfz2&w2)!qH|!;Sg1{k6^0?W4>6tH-C0ug@R9ee&Y<lNY#sgWIRC-#&f$^!)PP
z?#|)rS|O31MJMBEIPEir?MAm&VN;4-I)z;=aj3*jwM4^XXn71ZZ&=Ev8l`N#n5kgX
zWo(*gn5q?v;$HvW+WM1w_g+7Gba8w-S3#pl4t=)M<(WdJI6XEwl`rO#*;Fv?wYj0A
z0u~e2hcd{!`h8KCD`<B{J;9LE=QIEgq_JXETWe5C<S4GSA$YIXISfXp!36aM622J~
zve+_0+7%3Z8FH>tl|%x%my}OH6MQCHjsha|C)fIhI7qj$IU;lh(*{{X4A#&vlZJ*z
zs45DTLSa&AVm6;a8Kn01(orhZ+dlx%7e;N^XY6UG4s-)OG1!M9q3+(UE-FCyaI_%3
znwk*(BJfoVA4%2=2(NZ1H2C)f`h?H44ubpwfC7F7mfc|MLwB_T<4H31C}G4blJxk%
z9P8<61uLF5)ZI7Gii~R;1~lDwdnwJmlol!-=&_DYxN7ZfG)fN*72chlTsjl!9h``7
z-Xvp09604;Hi>inZEQ8(Ldpoy?z#^nDl)wy>g$u1)&?r0Ba{)(?>mbNdRL4WFDe~j
zfz~=~_X{m<VeeooTSx<{w2#t+RM;@T6Ulj#m(5pT1EIN}(JIx`0HPObDE251D~i?_
z%NQ8)<^;|-*Ae4jInfqj;eNOvai#fU9YtjulADIaTB=w*pfJJC8f1#Q2Uu-NE6WiT
z>0QHeBVxD1diStM)89d9#G}IkU~L-*7;SL3a68QFVqg=K*3wUFg|296uWReNgC`(_
zMq_s1Q5-B$kIX<*S!gojfXT;_n+9YCiq1KtchhxFx;@Mx;%Y*Xo>Yy@Xw#GG__#7r
zQh5`+NL~^xN)u&8qJ&JoB$SmVi|XizDlx826jh}qTYOAWT(HjW1Xj)x^M|4Gnmb<B
zA=~eY6Fxr(WA3Qf;^7a_JMcolD1ZY7>c<^IS;O!UBf?u?P$0$((S=8Gi%mu(ZED6B
z6dD8@$=f4HkF#5S{f+ut5N5=yYzDod<qm}O&5v*37P<>=7-Sd}`>nc9kil~Vxi~;h
zb4R7#xH6DZncQ5JnE^G(llFgDnrQ8)$7(80mmE<qPtpe##{iu`<1j;Py9=FzpjSJL
zF-m89A9^{vi9Lq1Zf6su*IlH%5Z^-3tJW_Gq1D_ACk>Ym08=1%4}T2yS9?=U6ahxp
z0_laOCWtO*BupXudr?=4XEyeB!w19DfML1Y+jAGH2~X>WzQUJ8lHKirf+EIO^I#v=
zRUp`!sl6=_U6ej(v%Azj{1a>JMdZ5=&7rM>y)8riZPdP&0lY<P8m}hph;D2rObjxz
z1OpboBBifwnBEKGtB6lmDFwKMLqQ^<r6ycU>Ldn@*rHeJR8qA<AQ29^tSXphV`Isw
zNfO8?<|1QB-_%&VIGRYOBI~OQ2it3<LdN4Xdz>b$b7Of5$ZNM%zc^nh<deA0JUiW=
zpPQ^q<b56++S;}@mrJEWsa#xN$HsYaqBOd?Tm_{cGs?vU%n-9UrYi-gq^0GV`Niq!
z*$I^6PEL)@Rwt%sOBfmw<~5wFV!AvDSWzaMOO__a3ge@d*~$5(xwVaz!;}4s`)5}V
zFAq--msS_jnV89_(P|X_pl=f7pZU3bVGNxrix^BC9~~U;kBwvLJQj;b&}Jl)OBf7f
zTH)oRakW-Hi;G9RA+W#;W*t7c0A6V%wd}CfA;a*of(rovYKGbUs9x>ry*teA6e)TQ
z&OwuV&>p0@B20H|*oVpBn)du%dh@<}Y+kOm^y=)C$QaiirrYqG7*e3Z{G1rP(~%j`
z_=*(Hm^;Y;{J|Ax6c$9|s}f+l(o;edJEB?$9Y9!q+<y-Es(bx`fBk`T>D;h<so%Z!
z%pRyyv;6Ql8;5U%sdrOU=026BUt#LgItFwu%ILgwZV&a}#+`@mgQpQFuES@sl@oJy
z-?Dn)o7yx?ZyRTK^y!Ltd_`A1uuiV43rh%tX%3Med*TCjb@!?7@Oc!z7WyKAU@a^Q
z=MGd$$JTrmzBk2}9$Gy&ubf%%OQ0qR=n343mRR{k8A$lo-_M|%d+p4=dS*Gg&OCTm
zee&7XADUA7ef)X<<)8lLfBLKc^!I=Jpa1jU|NV>Wr|(|BM)+zP%)YVI68H|;#4Ii}
z$|L1`yfm8JT3*;*S=v~bnJvKb3RNcnd`MuVc)YW9y1#R@yS1^lvc0)^yn6u08c~AB
z4<CQ|`Pbil^W86g_N!-4U+iyfgCP+@Ow(wvs+CTiHso-Goz{@u3gGf+IGT?o%en02
zNETH=i<6~=$;sJrxmpIVehz{B`H9Nn#O&7m#_rPA&cf>H_WsWD*1`J0(fZNp_VNAW
zi<b|dzkBxP_0yMMym|)#_8vm);^E`7M~_Y}&v&*KP<@onOrZJ9WA&M|c8%O9;c5lL
zRyo%u=WDo3t4g91vGoFmiZi4|u?UAI=P-HHK{0E{q>%V+wvgLp(`%w$U(_2KOJgOo
zI+dR+=f<GHX2$38$<cHu8u$8=pxy+7Bhg4I5R7?)9_(=&%wabYUrwjd41>#SbJ%p4
zJSvS!l}@JC$<<I?2DL^lmTAQbgIuMRO7$|C5|)=xggr+wmux$tT1d>{i#b?+<OtYo
z_7H;y`UD#-&;Uvx4~AB5DSZH}`(bo#)A~VJg$%<Kl0MWw$QYo~DHu}Hkn+OT7(S(N
z45BBxpJ4D|d_icDvgu}=fZ9m<>vxxs2-SCx25lP391;D3D#QP8h1&ozhR{9+mKXxz
z%CZKIAVD9@n}DYPcD}vyE{uIhD%x;I-#~L$Un4XI1V(31V@D_8mJOIO-fhBA61+_;
zB>{Gdyf@bCNDl~rJOq$Pwv=w+S{2b*5TYQo8XIplHP<&Z!fZi;=o26l>BAjBc$Jqe
zi^o0``Xovk*f>%RO{~Hm6Vn-zaK#iBf8e7({v#-Xy84e8yiTQgh@|4x0}w?r16`!<
z7i;^CUbZpFac9MjB+ndXXnj;;fbNL1y=kGrJ1jE~>by*efl6hy(YPI4S)a^66{`9r
z8j48W$KZGJ<b7OOuRztO_b_CpL7i)uuj(6Qwegkx0@Wam)80pIqA}asyBnad*u;XP
zA?P*4?Lf*499NiNoqdfk#AvKepzkR|t;mCcHiqOFU)hUa3kOr!DK`#S0&KmLVGFX6
z`^r|-v4S)-0)UvnpAjGchHs9}=`$5|azYs|Dg9}YKO>G6a7Px(sZdB12O?w61obt!
z=AGRM7ME-jo6h2j4HU9KMhu0PD(TV_#z<ao_6QLM6Dx-WQhMKD2h3A4M<!TZ%#5M0
zpvda*ijW{pJwUjif<S<QTMKzib{jDe#<C?&c-WVK`hwj0=#M{Y?`+0%KKgebef-hK
zm?k6Fhohn4R&z@oik6`IaQKpnU`A{4NOU&7%EVy;bSCMiGD$*@%4iix`;`XlezMSm
ziBO+dJ&5{C3Z)$@jbvdKZB}?swzc(QQMav)($UphW78q!g`sxG-MfHVAi?#4O@Yy5
ze`|9OE+Sy(){3#n_AVN|JK;Wkpsd{O>qg;w(;%gzcC^!}9SCkgS@ri~90>>bZZA|>
zcN6S2%oA&hi>NhNSP*Q;?f3V!4#LIiZSCu9=<jYEz?`uUm0ovARv#8w54<ucu_mO&
z$blb=S|v<BJJEBBMdPM{nwEq5YHhAZAg#Ia7L+7l7wFBwflbWbp4P#EE)H{0Dd+07
z61`4tK%l{(H0b3@InQiVgu-sX<^z6*-KzDu4f#wcod_1kfXDWR{q|xWy}a>MJUEgL
zNBuUx)9A7poOYAjX^jM3nPez{>q&>n=XC@Ejzl5=-l@rK&}o#(crcp`c%5dK&15rb
z^4Yl6f?6O+JmxN!GI?B!=AzNKFNOjDivmpgPy}V!Mmx}lMzztTG8mOQtrTB^ClO18
zGP!s%9f?G}`9gXQlt=(HPWBH^cei(u6I;!X<-njYnT?55Jd1K(bYU(n%vCFJ*k<Qu
z^7+wZDq*o%g(#ksifJ?omU0n2?d$94#@<j5=F&(#)FXtC{YNrM$5jIfGuDCL438c6
zaFs_HY!}O^&8@dOd+zA%bfb%E5713+x-Y@8`{{)_+1i<P_pyKe&{kN`hDQYk*8tM>
zv2md-M4#T)fPe}OHo2irP4Lpw!jT18sv@c-^LZewq9A+jK)Z6To7|S=mjsjB5(ure
z`>usE+w_5P`N|ABD|&y5tCCcOuX7D*>=c=<2hn<WjA`;xA;65@!KrNm2U|R{u3y@A
z9=Z0fV|&-h<Cn3udlqzUPpqlqMP9zDPER7kuNqrI?V}ueFTWrL;=Z)3oj<hB?i%nD
zfZSg?GsDqZI<q2LHnoK$m;v2M0P;_+sb+VT8xI_dC%WxNu7hWR%8nB3{mhJXYRmZO
z>*;&1M{9918+^8_Hxp-1C%*Xc6$A;0Rlg5e@(1!W|LGt9>3{oQ|M$QBo4<Si=Joc*
z%I?<YWO1xg8Xe1o%cJo{(BV^|ay|nh#C&BE^@wY8m8pCNeb#6mx;#00`Si)#=P%y9
zc=7o10_OG6;o-&k)vIT3fBUQ7eE-#V7+<b0uVmwKr$MI@31KDK)mTW>2CU|=!|u0Q
zd}gE1qK~@mVTU#4^`-s6Y&bj`kBr2lQ~9w{ZghIQv{;#*pFk_n6v(T~ld~IhD{He$
z+tsDrrPUp@Ag%0N?A<%xySKlwceZ!*==|#C<Lg&XUOc-GB?gD>!PW7@C-<Iwdj0D4
z<LfgthR;>^mgnau#^YX3-08Hb<pvo~BjhOAY$=l=XVH}`I=n9>k0E9bsswEDFipv0
zsRSI2NMJ@okW^$*Lx2VSc4s0GA_TBxZYp0I&lW1<_-iYS=SK6X+(<l`kEh1dNXMne
zGI@{P<uu!TcBkLzbYan2t8<wwcAZHpRhiW$txSUrZZN*IQfzL^K>7mxUL%!Z_$cBD
zgj}9XAeM4@5-wXpdLH?ZUSbXpo!Wq}$^;?~gE>4n#A9-#0ts`7Md^Xl)x)F?AQgr|
zB#kn}7{Gy!N7N6|@EsEF>guK=5!T&-=srNKC<dYp^dl8EOhq3zpc5U)+hZIF*Q-XB
zXc?sS;5re*N$e6qSP`j)k2qwT`>;IOjjC?!{$rPs)H@>EjAF-bvZ@B9F)-8u;X!A$
z4>DSjck1kG=!VJDd8f0hp{KWnGSCHc3q}h36$HaDl&p2W;QnngAb=8Uy+dR44i0qz
z4FO<R|6p@_7uiy5??R7Z6HiP*!6If=2T#+LEqiK0=SwLBa?-unPi@gyn7}faJ$&jg
zY&%RwZ};{$fl&{Z7le}zvo<>m78X_%1<F2a7?=o-CoS@gimfrGHO_RWIp!eK8scgl
z;Hh;EvfClp%sviGGsrgFDvUHZW*B1f<^4=i_W-jM8<Bu|scp#NGZbbjSJneb#uRpS
z4>S%Aw?RVm3^d_ja63dQ3i^ideB2s6Y^53I8&#^KGx$9{)YhKCW;|J}8HDJ9)i%g%
zr7)1;$4rxI4{@Vo^5~c}KX1hLWq4Eq;zYcp@TPg56fZfU9$&U(r?n$<#>_N^lIHBR
zJ~V<$a)mFA4`gj5FV9Zt)02k$yenQZ*~228la(mz;zd<>L>9=%r#AfKORnjyaC*|>
z42!KkvDU(usD@B6IY8?i=1_)N{ix1t$Npd^kho|rZfJ(dRZHDt{EVqIz60GwWZA77
z&BzL(r>dg`P8Z}Byh<=&KmO>CF<FN0`uLCj_>+%5>ga6biF@q?T&9KJg(gijTHZyn
z|MrbW)E4wMwRhhh93}%<y`81C41;o}G!CIGK%yBCss>r20TAiCNMN2+9bsJnC^Lkt
zvC@Hdq;3d$I37Tj-Dv=eteL=LfyJl;nhZ31@a6C&d|D*IuzpMEUIa0Lb;S<6(YqnN
z;8wx%>cRWGodSmnQ$kAXKp)=!HD9ZzxxWu03aSZ~8j@WQUC4<M9R+_342qs!BHpkR
zIndJtYYR>nf@E;dAg%^sd_it?HbI+_+wPWuZj^AL5fxc|%pY5b2<&L?Z6nDs%r_y}
z0Dy&S2k}e##8I>ax*Aw&4Rv?#+-w04_U<iUV`1Mxk1-h(E{n?L(nMmmRxgL2u2hQc
z4ui*QfxQLIW3%bhDiJmgopvLiGo-`X4}Zw(Hs$l^8uG^?XvEf7EE*p=(#$HS!w?KQ
zaKz&NL?WnE3gc0CJn9s18A2XYf{!OIgUK93Ev8y40#8Swk_bgCfpAzVXS3K8CbOT(
z>cj3Qyt{$^4*ZP`4z>>tv{R|wOeTfHp{cbJgHdKSE79qVUJzJb=}deIHFJwIm{IQR
zt?wUht!}K8Crg2l$K!L(VEj<6Y;14L5D3utXkpaquq)JRE}zR{GXPFO%~oF@KCI9)
zi!CAKAMmMy)t?4@!XTIm!G-$}U>Jy#(CEz@fBZ*(1pJpsP8ni#U_-~^p{Y!LMmNpm
zriHWO^tiY<FQ4Aj?mb3#c3@`LVD?i@UNp3VE#C<q1x9}3ORCC-I$sqPm!%V%$}HGi
z%iyw#6O+8LWpHVP<#pN0rM7Y)D{m4WK0;PIPeY{*eQHXQnikk2_{121%90y;EnccK
zJcNNJ5?srtmhy^X{?N4lEV^>)Ts^g~-7{}Jv`=p6K*%pH$rlbyh<lAyr3lgovmA^{
zk;5OElcy%RpxozXg}|<weM6zVAUCH-O^TvL1j$qv?+Z&Oj>8wRd!K^k<wDue&SU@1
z6aV_9ee02X^MPaG*tl?N*nI3<I5DCNX>1AoO6L3T^JlM9Fx*z}xsR`Nd-pTz$A$l2
zef@t?i4d;;^}qg~|MNfmmnRRNA+m)=?X~6kjpfCa*-AN=K(*q^^!W1h)WQ13#{42$
zcmPTUaCL8E?Zwk)-+uAsn`hVWUc7vVVdC4*fBOCx-+%Y>@4x%$^@|t4aN)Yjq|yjM
zqhbsjr81L3hFU|nL2uWnY$~P4XmIKDF1^mKQMygKR0zF1mYCZW_ju4Hmh$^jet#|!
z&tM#x%2vieSe=?F6jvrIhs&Eg%bP1Ri)%C0oyFzN#pT0|-IMLZUCcVywl9xPw-%Sq
zc8?yOKe@hoasTw;i$|}oPM%yH-GBbz>6<6dUq8Hl^W-H7ejeX@cyf8TzPG!wF_|wy
z2&sh<DT}G(FqK?}iqGWH`-Q`FF_R{w4@jAGEJ!N&Y&n<d#4<LI4?LGus|naFako1i
z3>A{8d^}kmEoNegkwki8tO%hvSD2VBR*+<y$mNUaY}D^dgu)SDFy;@z5JLyI10@?8
zQW*#P%d9q-)jAL-V0J0QSbmg|{YSA<%oU2b0);>-=L&$q7xB459<UM|A)7B^^D&DA
zZh}Pzc9qK-Vlt>yK8Gz42(ixyY!@9Z+u$zr13&>3G^M*8qr*0Y#9(1zI!R`Zofvs^
zQERP3_>w?YyV~(3VyYM~e(=XIAH;<ukOfqF4`rZ-4qFX#P2}|<(Q3SUoVseeMeQ^?
zqVsJycMMY7ID%e$l)=WKGGXR)5>&f{!jn>P8igKf>x8VTYi_NF{e{-Wn$1PR7z0%J
zXm?uLZbMmh_caeP+UU#<a?9!vE9t0~=13`2CXq4N&eK^r3LV4bVvo)m4zAOqGg?Rp
zWXtUVX=gXCa&N#DiHxXBE-vyyb+>OYd3|8r!!{xPKDHsr|HIyU1xLD==b5)FlP640
z2!jlCqjSzV=Zpr>Xylx8&cGlH;^cH@=FB;BhKCd>%BDn75=EH`)=E~ew6$xkSF%gx
ztu1R^wYBRD`);2fN4xjZEzSC?+0$qM4WLi|Z@=IBJufrFsLT`N4W^cumaw<j%AC<q
z7`12n&8co}vQrJbE7GDh`@|YsjmlJsQflfphjYB35m1*I0G~!>j-X(Iu}!JB6RDNQ
zTGa7^Ce}(sM9D|>j(Ux`rbc|5D3_4<5;Ryj|I}D&jIKIVpVcSkyQ8uYa&BSHC~wp^
zNYvHrKi11i`SfIwgujGM0V=tD2~gFV<~~#VsC|4r);ehZMsy7=1=`1~T~m&(DfjSl
z=t6x3x+lE=D4KeZXV&g1UarF(qyFYzN50oirBS-w5o@ua`mo^0+xz13KtcghtfkL0
zFrOHhPYo}odZ)sfc1JL2a{3kCh{ocQx`S%HMQnCR%}$x#A}OyRO9S!a6Ff{J@${I>
zRCVQ*cd)uHU;gByZ-0wsPyDVMH?M)vC20e&v_V{X^~$Fg(JzAcpW<_hW#zu8vZ=%F
ziD-;=$<5oBf9aS08S%jib_h$ZmfXF@dV=0sZ}-a*&8A>V%b$;so--t6AyllqtG7!i
zDFBg*aAJuAJ}lpfeOq=xuweyiEK8aUP6Y@CV^AUXkKn(4^%AouGHE;*LTlHr5+nSi
ztn_+a-5r_YE`}|KQd6VS)tKy!3Qb*oy>K=cLRr;!Bn=gGl{Qq<O3!~jWsUXtU=+=l
zk@#lv$cRt?Q&h4YK=hID*e$~U<nzDr#87B_5m5tesy8sru)l=b)5<#y7{#@vg3ne@
z%POQ<zCtNWn(PbI5l9o3D+N$L#4}+cS$Z9Y29s8yq=_m+29zb&%V;ya$+qbwj$7B+
zJiT=L`eiI-@=mzb<UAE}F?PAxtVM}YpdAW%;_+ZC=J)#@c85L|_p%@qPtcxiiAP)s
zpoCtl-KL?R!)n#r?Iwk?QLT}n=oHF^22q8{r1E%py%aZ!h1Ud`qMqCJMkPsBvsFjr
zw7#K2CaX1><O+o#z2uTgwH)qEwM5wZysK8#%jI=4d96fJC6&~ul?_UHt=TNMSd_t_
zojs+_u0lK!#JKD3X`Y@QIy~Ne@Z|jH?0)Y+Po^o|+LmwcY#SKtpPHSTTb^xcZ>23n
zL-0!>udcpZTUS9eqP_-lj<7c*yq+P!FxpxFft|uK??v{W-Dxx!p+oF17OWd(WoCQ5
zN_W>4sy8~S%&r<=Ox)6AZ0^$JIuwi-=l6UI2maNw(D;^<${tr3s!TPtK9gIn-f8pH
zmJ<}%(6R*{e*dCjY|GXzP*U~93H{KzePG4byP!jQjc!6zRyOr2{RxpLB5si0wz#Vt
z!8*OI(i3Y4WhA}R3^C0UoA#MK_u6@U^FeCkL26>txA{1~`5+6Lm5FD%Q$bRzch257
zXB!6Ax@cpYk}jl{K2=LUOVH}>DSfgaO}8tOZS-#QPfMy(wQ!VKf0*5SnLmHuclN$}
z|5bkLNow<10v)*brfuVKeD78E?5o1=^W^ezaPvuY>sjjXZGLQ>0uIH%l4bW<>cN-2
z2d}y|9yV=0$Q^$+uyZ!>8^814YajoK`U~mxcmMuB{_!9EDZ=UL`Qyi@XD5gER_3NC
zJv_S)Uv=a7-tL2=qqF_vhX<!`pS*bg>dmtUk3M_;;)^$*f9J~&FCIVp^&kF=Km6Ix
z|ME}%;@5xpqvwyFEzT^m=%<${4KkHQr4QJgVW&OfbhwRruf-U0*u7Ru&~A^?Y3O!^
z9oDED-n%2}c4R}orbw`W8x{`HPu<(xTudhi;W@N+bYu&?`Qlhd-~7<Tc=y24_}t3O
z((2su=Hl}1$_lb@cV+!}_h@f*=VbTb(b3UksyMdx&krA*+&g}B_~7aB)0bz@Uq5;I
z_ylCw<L9T(K70J?`T3L2p1%0}`DgE5eDU(}%kzWt2L}&#R<_6c2T}oEehgY^y;ZGH
zi7C^o)-=}ZrDByxtdq$cI*m=E@EP?kz0OY`kkyj(xN`Igg=58Jrn{xJtGUqA+CG2=
zD;5{VrYI7hpPCyV80sswb+)v0GMCJ^b+u5x(a9h(<_X5UfvDF{+{<Tmxy^RB)#|m|
z9A=gr%?>m8FS|u&a2l;HgOxM~HkTRfs=<IBv*^v3T>$NkYOO(IAQxuPAj7b>8kk55
z88FC)Vi8Ukdp~SJ@`6Y*AKe8~6>Y|iv}}`j=MW3b)hZ!-F9@(of?;A2A$%q*Ae8RZ
z*4>rLt5n)rlTD&Ci=i;-Ei$FxfrxOf8f8^tDSJa@(4s`*3bCX@sj0FGs4J07T`5yl
zRn^`hBMr>}14?HVBPx`Jsu~eHke4CMm)*UN4^~}whfK9ZS*bPGX-&1%M(eC~1bZk_
z)R=0t=4!Q}N~y0gd8GD`B9ztZtTat4(gh1_tAY98=t}6`i_Y#zXOc8j7hO$_WtBI|
zt8OZEwb^zn8;DG=G=_SUU4kAnIvZVKWv<)mOUkW&kw2xTFbG=-t|>YBv=F(6$7M`*
zsN?M#LinjpL$n2Igb{KV98}0%F|tW5T1QBXULxP6GF6c!QyHslehEs<myouPxmZ!;
z$aWYRg9efsS43|0H8M<;>9}XL+KluPfM9BKH7WgIT7{zXCZv$N_%7U&l}WL(91=yH
zq=f0DBP`L|YeHFg`?6$FOT=qnAuzlgY#*}~Ml8vqdSoToI;bC5bORzIf!{W4Z|S$B
z+x5LO!H#inro)KkmG8Et+pSGK4lWY~bH2xw?{PbVa*R8vrb4Ev5YQZcsVBl7B|can
zRkXGZb7_xc&Au4zmh@55Yt=wv&Ejh0a0XO%kKF2#(xj<1HP}3Iy+vekD~&E?O~YNe
zT11&98NZqa3J=JKUBTnJQ*xF1CwvA@b|p0aRI(O(MQf^wWVFGQ-r?8W0EUm8sIHOQ
zY>istI5(uqyKJZWVrrTTrq=U4Q?W$R>WL}XRBe!zGmcd1t0eNf;zkla*DneS?o`*8
z-MVv&$u!?Z$oI2rdHM2n@Nt6r!tS^X^9&tG_d43|&K($K5K}1$y+U(SIHht28VUd7
znnrV`coX;zQ%jFKTcr4_Q7o<$)${(PoPd^yup%ZH^+Pp+qs8^wD&!ePnIORGtAqqT
z2hvMeguKgk<ZY}i<Q9o9?tn!m!V0S)U4}fn&E%0Ner?5Vlo)pq!e->q%5K$^b4y7*
zJCzsIeSr{L$`&UYjI_VthLzoBYgiCq6?d*z(wYQC<n}d`Sjmm6cZ7pQi7U5n5XOV3
z20)LW{W6?4;AvtJ;0vkQq;c5kuQUgFb#@xGI)y<m*Xv|<o0h}lHaUgWYm>pKvs#Tl
zpEVS5#u7e_PF63f5{auNvO1kX!4;{zULvdiW)~GxOD?MeN2pdwsK`WL8Ff;JnO7=_
z7KNq}DP+}hX^ps{vQb<ilj79XDWr9>#%h_QN+zpTDeF~=2AfrDHmedzUn=R(rX!3>
zmsh8E4>s<f9UL4VEUqkOv-E^GnV61GjWoCB++OsTN2}4Y?O0z|h1w*_%1jw<A-O)G
zPl}}=Y)_gWK?bwLd+l-+extaGu{hT$SO-0!(N{Gp%52^`i@QduE={)b9N=|E+1#re
zS!QH!o!j%QoyAT*?-*Wkn_N|n00ww%`-o<A)jGTD8(DU=kLt!Z9D_?Hq*wQ>zHb5I
zgtv3b&@}_P8K8|k-7bsd#Gwq!QFmmTa=X7yWh^r}s~Ix-k`0*-B^r-o6%5y*m!|Bc
zqvX<2eEtxgYEW&u>kQTTQ{r@|s(;?rLF7!BFzUc|5$1=A4~48_Tm#CU;>dJS9?3Pf
z4fAGAneV4!GO&6U!_-<m4+`n}U03g{v2|ECv}W6Uo>_mA*mxYFn-U=Z=F{lr<2b|6
z*+cK{i}d`VuXD=Ow_sj7k3Rm;ck-rd^I>jo-@o%PfBbUf(VOjmqWJj5{xqc5fBN75
z&;RL9|B8;GCua{Iog6<n+JA6#@80^#_UZ~@ds18H1h*bNeg63Q;np6m(ZBfa4}Rx2
zfA^=q_4D8Ut)KtVAO7qA@els^_kQ}b^Zla%n!LaiyM2C(E9&%y?T#R%J~PaAy%(C6
z+2AzjXq)g`c^9R#>C_&R-euGVtcIY?81*<qE?bP&X^%SvuEFnbii9Z!>(1pm()q4z
zOK-ltJ=NSAP4%~SQnonWL;7oGZFX^eZfRp-d3Oo=*8Iu#{ga&|iiA$~4qiTb_Ts_Q
z^8;dFXHOxM-GBJ(^zqAw&z_t<=K8BgZy%pLL#@4d`0V9Fz_Kr%o;`l`=+(RDZy8p8
z_sj3RefD~NeyNa7TQn+22n|)0vie$iL%l(+*30B(l^o84L$3?kC}DKjbp~*$DQ_U-
zi!=ozz`htqGL&r3<hq*kUCk}DDGhcH_H=d@^4a!$zB!p`%eC|rx_VGwndWpjnT;f=
zPfLcvQBT0<aJfMoT3BzidTcJY1=yF~YA{%}dJC3=4o}Qx)ERXu{4O<qzk?-6onE6*
z%NyBnRAT?@l^TOmqZ7DaGMNM=1`3Rp?RqL5$$-g3jl{r6BC`z!PZh<*>k}jjB3>9}
zAXQ=73wYJ)3WcIUCaaOiY8o1`t?CFSk*%_M#9DKWpo@&PDstnRN^Yci$Lwt2pST1B
z$n9PUFm^k{QCpqbSVO9uQ>{?yQ3vYtMpYd(K#UQ~YZ`7bJtPLkiB)B&;hyBoWtvL#
z2_BKgQirFZFjOn`f(2x8i>+=kCw-%!zEmcc7>g#}4C&q43~{u_G_@H$`Mh^z$p@t;
zlu}3(bP8V6+eCV6UFV2zZaZ)DO8HWavT`c66*|_MU}r(9x5f+9EVA(@lr2V^wX`%Q
zJ9U{JU8+l!=um^3XhyUQxLbx?fh>-e!Ix0PTJ+AaBvH@>({gtd+M&c9lR{yI(<O8g
zg@g|k25qPv3V^a5bT}G7MsPc0N>^BldxqS??_wh9iOWM-75a_pZIEK@Gsaq!?wHsa
zYJ`AccFQ=bMYo|Y1T!o-q8N>RbH4sL|HM`n{Kdc`V+%*;l&!hnFuR}XopW?d*lCai
zO-9xWC|R;i+coLI_-gLAb&j!b6$oc_xJKcunr~tAixMqJN*&9ac6JP@Qc9{L8C@)E
z2qg_Rzrqz!gtG>3OydYBbrul@rc7Ne)9{C`b_Erl2v5Npn@5^0*h2}OFQV~;RPmhE
z71Xc<0a6Smy2Gn7SVawza*@13s;)NJr8b{}8cn6Hx>3RM1{35PHT8D_aaCKt6VgSE
zs1&>^b)J|Km#>h^|277x!!Pd|3y&-$x<<U?OX-$ApF5(&IaHf?zKMDAFxO^plpKC_
z?d=9hsnsn}=pcXHsSt|P@x559By;xh<xf6Fdk|E+TS@E?A`0msqJ~#0D{esLs;#{v
zS5+nQCReC2l#<7qbeW>vAJ;j&id3^blF}7=T`k@2e7i@htG`=%jd5gsEip)Dg=Hc#
z`J}dL@7C3nv(JJCBRnR8Q&Cmg$l?hz#ERS8hxsF#ich)Nb}SJKmKU={L52y^tNbR?
zOAu@%|0}6Rg&sznj4mg5EQHhG`QHR~A*^JAgcUj~5n9(V!LY^dmI#Wg0v}9hLE^Yl
ze*3B*zyvq!%AFfmXpumGaR`#^=9OF5KfQJB)7uyR*sbfAZ*wDi6YM5n?$z97$FrfX
zLV|*l)^bQ2Yh}^~r9!IHD$Nw0DH<e_I#ENlSX{%KIn<X#T31thw~D3HTWH%)SZlrX
zDcj08ikCqv(`wdGe^;fb)2hW9rO0ZK>og+0UaD0$s$_M@Em2*WOkAmw)u`mPN@X3h
zNV%+@Z>rNsKyVlhN{BqcfV0q&Y-x^-jCL-sP4C~|J~}%*d3b+zVY0Q@#JYK*m=A`0
zW{c5i(4xCYQiy=wS68rhjTocqgDNzn7X~cd93^+4ehIjHwMJY5j!s}WU!uyB7pUr*
zn`%R))x)}Ry)!6o?RORj?Jd3fe7B}Jq@UgjO|E+wK^}e9z4xr>Pm0{(x=>c!+^3q{
zbgrGo=XRLs8~W!=a3tDBX<s$A4e8iQE(}@wXPvn&P4B$1f5FhyEo&Q84J}wY#!SUw
zL;I+SyD>@Zn6OOkh6!jLy(!##kzIcfo!a(~u6m23;2>*7@;m;NDATEE8Pq^b9a*yu
zE}I1M*r*=$)iX<PQQ(3tW*A;Iqqs61is5DJ+JpGUgUrs;)P~Th9T;7KQ(@|y)b-8l
zsU-r%pX`v)xIM69SU7V{-E&OrI;Zzt3&)X_^LXosdf_xNe-v7{A6`0*j&3;4-xm>J
zd(T=I4nxOpy3gJW9lsd;@T2Fy*h=c3^3(s{|K-2@<)8iKkAL{14{zVUeev0o2j|Zp
zo*nIMJUluC!^i0G`9pzt|LVz$rw<-||HBWy^ZD2BUVizj-~aKS{>fkd*}wibZ(qJ1
z>Fx77JRxTw6N<G`C*cn?$I>}amjOV|c3N^QT9rkkv}#ojgBA_uHtL*uja{#DnRGs@
z$xV{Vs1G`90h>AEvZei=Y%sw48Jw}!c(^qd?@Z-eV$34*9l7SVOb)yY6+c78j*%`f
z7bEi{<C}9Ut5fq^3oF}8>kuJ!R<`yx_fGeY5rnMGobMkWZVD#YqoYSJ$bG%}>N{^f
ze0crcuiyUQtIxiE`|R_#ATM6Le)izS<Kw5tyZ0X)p1yzc<yUV%eE#ws>ys}Zyy)xb
z=Um=UT`#Q{8x$&oTy9h<;L;NSa~pIahs%pSWi<P(wrn_reU}ObGLcw16l#vgJ9C*r
zBHG4Wvd}iv-99taD+K=g$2;=vQ=^lUqvORql(1|onSA=r0wE!SLBFlr=LR&5t~1#Q
zfVl+91R~aA71CdNy~b$JnDi?0T{;^@Y8stdq1J2kMva~fn5t2(MrB}#sniOJ9Tjqo
zO4Y#oQFs&=N{r4&GWoJb8BuwGJ3+4ypb1z;q@pO-W(!hWO{Ax~x{S$!#oh=qoq9ow
zr;(mPFj;1Iz11hOdPPPD?+qIq0WmL7c7KD#T}M$`Fo~D0q?8a}!tAMM3}<rHtBuvH
z8FJ#5Dp&%)RSqjaTCUUzZ!pnd&=nN=D#makd6`sQ31$<mr83sB6$k;fURv6ytbmAx
zWP)1HrBsbYQ{_);+K1h+6wnySHa#k6Vk7eC!_d%z(-S4I+F*9pGuh;u7W$n%6Q1RR
zmU!M^_esf~)f0VJ+~tJMz!7jnv{{oX8o?~UkjLH1bQ!4)N_A;-eY!L+m2>{qAy=x)
zn(d(pNRLqlo5B$mQu_F2`Cbdyhe#fdJ?U1@;F6blUvbnux)z(>O${srbDbvOsF5Z$
zeAH-O>xs!gIyl2pA*=5dg@CUX^r$cN8;XcW0!yDS7|yFm?1O*^r4446nBR}p+mP+l
zq>Jj&wa~<7IMbo-5cm?F{(0}nTCjJPA`<V+euA>0se7^Fh$G*F+_L8TOs#`fAYg67
zj?PIx3z)?b-{?x3_<gtuTsFc_0o9*mK9(9hvEJD@?Uvz;#_5+>-Hixo+PyXAI&4G!
zG$<&#GDXsIEXoE+8JmVkV(dQ9wX}`9!%A;hh5B;%6*`NUyk8}m^IGbRuFBOlrFXA0
zcec1?MCcREHmWvVAsOfot4GSWKo}>RjhUj=<Z6^_Ytds@u6+t^?AndX8nY<Z;p&}?
z=DVEiP)JlfZOX;6QbJ-DccaBC*IGmfIkBQjrf)Df6|tN-mNqzj3X4NhRZD63HDv$I
z+gHT$3bR|n*DNU`E{N>E!IiSRH%iN{m6TkONGl8$F>fe>DIL}7c7J2G!@(C<=tcCH
zmz7_aE2_ker8;9xbGLI~nks0sOi@Ls9uo}bikYKeVS$gRDQD~s1s0G6s0x%7x=X@+
z1TPCg#hRpGd2yY%7fOufN-^DD)#bwOBuTJJ!7ii1lHk?_{sM#R!s99h5?hY?f}Vlm
zV(eH=7g8CGs8`ENu3uopP-WE9U!%+NE}8sW*UGTJ?p!SwF0bFYMZEkn0t~l@4+-+@
zCc;d(51(FoQ}D-b;{4p8{s{!`rE8Zyxyg$0rBAP4W-k2k)k_?oFq4J2clpvMP};7s
zk9>uJ-4&wj4D8S_=vzK?>64GR8?#+uk5!mEe|m*`fBMm<pM1o88FLB2!y2iqv67ji
zPAg&52uuS#rk2-B#g#HirA%5W7MIIqIAAqejYO}LC>8ZYD@c@SHBzfZoo@;eHtXwa
zAp*0xv$VUv_VnfX<7YSo_m<XXr)EYwI$FFwheT3~=n{!)>qvjqSF-;omx-w66w0%N
z=6E4fN~-YIEp|r0*9p{L)E6+6l9FpRwJc@d))*^6PZ%Aw;f%bwTi-cs?j5(Z_G!At
z&C7?ezG?I9j&J8t^VCLIs=5PkkK#o_UyBE!)#Lc&rgwb92OXkyP}MVO9GG(~AH%E9
zbx#-vX1SXO6}0m#JG0}O*>RGYC(YG6X`b13kn&o8+`9U(dHF1{a1<a9-#<?`8Lv??
zk%F!AE4DywaZJ-bq2(A{vJ5O4duDb0^CrfQ!%GgVEt2`mXQ7Qp>FwvK`9t^8v3qRY
zHnHtOfRUdc-?Bj=D-3H9Y=g^8EzMLHbxrApR)mOJ$Ap0|4#%u*R6V$2T{=tjFF9Jr
z^rPF};dMvfyk+S$K6^-9KSu52;VYtFvCW5>!<Rj~4_cnR-}tBKk6+-=`LF-=zy7a(
z{qJCHeR%i&tGDl;J$U@`$)gt!&tE=z@Wt!b-+TYz)#In1zkK_HuYcvM&)<Lb`By*r
zwV(ayhd=$J-~aPJ`{TcO`rt`>E}spD(}7?U+k8HM#O(l8TukR$<B5DYLMLmEMthgX
zVKicSA+#*I3mK*sh^BU(+OE?EY=Y>*LGqdL#7tqkDdMmY2_p%X3HS<$P-{Hek#6ds
zXCj`;#^P;FO|7X^M=m>fu}C=3)(%Hvx_@M<Z)9~Ej_cCy%I4<6+TPmE@y_Atz57QO
zVX*W4bI4%NPM@6Zoj*Q(@$TjOFJFH6@Y#3KU|+rd&gakHefj$Rm!Ez0{>_K;!_#Ny
z5G7u|eg5v<XJ5W~@%pPbU;X;8{A7D=zoWGi&#F0*N(LgCXeJ(r#{9l~BAFIIUj7WZ
zR5u)Z6cjWG1XzUM4C%FEGT9mn7c<FXCexNm0Q=(p1MLI7tvwLKR_9k+Qn`F0n@{IS
z;|Dx}fHwrCRe*qb0&bhrWA{2ugz%X{n!ruijYe!Pq?cJ|VHT-VDiLD_jn1Sq>D9a|
zrFUDcm8(<|nMNs>OC>6~g3U((yDF8+VBL!wKz;%Kl8YtsM!AG7v1%$EYrwAZ8l_Y>
z%1Nn93A)rVTO`WvkEwl8MKGywhQzG(Q7Y|;<M2ostMM+(9l@UwbNaRi8tndhcUTli
z%Bh47q?A}dT5FBYR?AEcou;?f8tk=3dp(YaNLt1ei8&GPE>*%Lv0ALGsBXAjRR@Ft
z*t>vVsBXAZRz;Wdl^eG&-74Yo^36NKWogBAR2jCF&ei}vv}ekfXw^FcjaF|XK3l%W
zc=)Pgem_P%q9-CF=*20X)P2unIFwc{ALja|$QP;@Vp6d!mX>1Luq)?|$_Z|fsD}|j
z84y_eY_~a>Q^ty_Y_ASO39l*HZip8Rcw*E(`qFZLT23~Mks`CamO&@^u6V1wsh5DO
zyLZMlv>2G&N(?Ug^S!1_2RM2xHBF*bi~6Fi+u*E)O@ZHq73NDQqj}2OlxQ=A8Bnim
zr%5Q_?uDyQySF;hWYC%+D%A4J$Mx!;gR$@IpF`j|giwdj+3o0<w2iC+cnr)Qq~;FO
zle^K;_2BSIu({t(_P%An45O?#>gX8v6vuo`y*98Cqw8rzX0oV{7j)3_38%G<T5~<R
zxr5@?lab~=M<7X~w;U4;c|$p7t+=G32B1foTwSHNHL8vEGEI#;VY7ObN*!b38iuVZ
zQ?=GoqchjoeR7*up|>{HiOS2Xs3f|K$SJM3ajWzyg3a!g`C^)I#sJ8RGR<U*nGl!V
zFHsw-+#$RsV@Q}hDp?EV4~M$*C$wz?zK-FrH>x(fB(;rqB|53jCR6FFOpXSlqu%TR
zX;+0pa|Cebbgq!F8lX^DUApvb0OoW~aYz*9W_LsTn43{7s}@pCb#;9SwVoyA*U^MD
zd$Pn~Aj}_Cv0o5OYkdh-x@c=33ME?XW|vH@$Ji+cRH7lZXsXv32?8nlrXty*QwM5H
zd>15_0Aht3Ca_oqs1&;=RF{Hgy-;6e4MNosBS<EUd<gCVLrEr&0@js8J*D<=U2wDn
zX1>twO;0_Sw*@8!tT3>6g3|@gqNGlU-`}ZW)L3!@udEiJE8%<r>-rC$TUmNTpv#ut
z<_?u5*O6XAr>C$=%u0)3f?<@EUC1r$uM$Mp&C9oMUM^wV^ai1Q=(r%-VC!8bErz}l
zP`Ze*YfLHyNyZ^~S<G#Po`O%WUisw8WsXmY_HkUff;RgEtS<RKq}t_AKmJB~{liDO
zKT7Q4_Dh#gVxQ2u&XiUnu9Qow%m%5;#`{T`*~AM~rBYQRlU1^kKoSi5U8!tTswBkn
zoeq7_XYsiWZLQJ4!9t-WQEW^1^|f|&<rkMG507`wA0MBbAMPD&%`J?#cjXzRl2U{5
z%MOT8f+n<ovWNkVko60J_RQ29-B?wP9s^)=fe`%k<7?MGt*N_RFS_mU*1LjaCu#x-
z-gt^KMMbieEo1rUl6zr4Ft}jpn>7wE+Ez~zg#jJ!zgQbwI}4wE(XscuY4c%v`8Ybg
z3+=(&H)A3X);4S;qcyeVUO4n_KZ<QViSNG>()-&_vUC8g94Gc)<TlSEyU)_QFPi61
z;=>!x&MAHCpf26cGERd#*5Hkc(jD@lCDYiZrGMEpylNTWa1Smypt*KU2opy7hFS-4
z!>IF)?7nC@eBHADDlvbE8Lq|7T6y3rjA-%$>Uf)!sb!)~p6OB#EqmC?99T3%-AAMi
ztyuW76WhFWXd%INOd5yQJk7(pj%h>36lIi-xx*mniSbR>z2~jx?|QZ$r*@xZ9(@?t
zf0BRrcIFpYN&QoP^#A<#|M~ZR=l8yP^X}ct*Y96{esO$;|Me^1`9O;P-K)=j{a1eV
z>vvxOx<Ez0y?OEW`(OXy*M9huKl|gq`Zs_2Z%+=-eNL~#XiWuz?Wt^YI1%>*Ac$r{
z;anufxUDH1?rUxx@9AsHGzIN$a_lxWW|!KmmT^gB-K3Bi<w}c2YgVgl08VvkpT+cz
z3=2E0F|R8d^fiS%?a6R^GFqhLJ`h64wPf@8bhemlZcZjz)5)GfVYI7zsIzCZXRxoW
zW2|RjdSG~FXl!|Mc5`kCIO_e)y@R!#qpkhZdnZR*2hUC(K0Sp9_#8&y%ZH!6e*EUu
z1FW#`ynTVn`hr&Rcdy=k{_^wJ&pv;4_Tufcckf<*^?>`IK6?A~&8tVBJv)0ws-K0*
z{f&d|mA##ndu#LSYYXeMV>EIMjrR{zJ~q-nnol?N6non;ZTV=Xm}zPjT)T8fQ>G=E
zZb@bmLHdRwt;u{_D%YNEW+K^@Z%c-w)ZMl<wWY%8WF#5(g~HwdY>J3K=yUl(o`_Q@
zc{CU(u2-paDlMx3dX*Nkghs(~kCJI4mwJ^Bze}$mQA@)kVK3Ab4UaO!7>1a%k#VC~
zA(L_=aj(XDk%$B_(yN9Fj!JOQ8iUwqm06rJPgoUevhc<q;uE}acSPz>$f7_#GuT<E
zFOpFTPfT?2f*`hd>yTb1cdb1j$`eE<l9W_ZLaj7aNws&$<gfz>W`Qe+F*F!@Ok=6W
z@gO3_3AaI3Qrmckx*xV6DOgl$aaT$!YHkzOB4vGXNu%?X+hx~omRzl@y`?d+7*JyI
zND4#PK0cNNF=vzn`!$tFlvtB$?|J*&UaW7%P0voc2=>asWQwzP$B<)oJK5X~zCdO5
zN@eN_PVQJJgvu~&1j@Zf#QZUsRZzK@ECQEMMp{$_&|V#cyVQX0nF#{I%66F{iRF6@
zK(`Q1qbmvWRJc{`W0vk|Tko7}WF?gAvf?HodxB~5uG->=t*O^QB{zPT%3Mw2%iyT@
zMCCz2Tp_oNQ0uuQ8^#hM`vTc6Bf2h-R<Y`+G*mO#<u{WofOB+=t_8-|!y_w!t_h%s
zhOQ~Qkg=b%_b+%y*F)RSI(D9QET85kx8q~$QEWG~9MzLObDqvgXWOu|YXUO17oV^=
z>WsH(n+NRper=;vep}ne?E{N}xr4&kMg}9!5#sfkx=Ag#3Hp6%#R4Tmrn<|o%NIAg
zLOQvwPHhrVTrR+1z2L|cr1&oE&AUcNqsbvL*u+(Jw-Gs5OmN<;E*WZvTPWNNr4h`?
zV<j1TMx4avV|l$VL2ad;qtNg3#dOJ58v!t`_fAII2ED)~1j(nZ*4X7Lv$9@ViF=87
z=8wy=fHS1Dcx1S9EWk<>)huyb=q~bvLZlGC)at7bq@|H2B_&P4jK&jZafO<tlFAwy
z#IIIV-_V(AZ7z{YUnz8#$K{~LXs6Pct96zd-XQRpjn=wEUf(g~EA$02ZH_=fneTDT
z?Y75r7K5cxBB>OMD(eW_SCgU_B1Yt?1keN+)ymR_3S#qsSp<p&sjW)z_?6(o=qeJZ
zVyLfb!PkPD$5tcZe28HeA7##X7ZB@RG}|{#Mi+k9t=jTi04SI<UZDGL*9$m(1em~v
zMeI>;RK*ms<TeB|QDq52i*OhA6oiUzCXaV+U%Sl|^1=#3cQJe<lYa*bODHB_0YMO2
z!YuL{*4C#;FPfqR0d^tAxaAwmi%T{XkX2V%Qn>Ps$0Z0b!4^Y(UASb|_~)mBHoMSi
zf<nVXyTUB;A3U^AKK<yUkH7uxOP_pv>*i$&n1FcbHDUyq!>TkH#42TtLRt;9UZZMM
ztEF-|5r|riTI_b{LIG<e>`2BuE%{hiM^j64qN6>>F*Mk@x;}q!fBWI1<Ff~c_fPJv
ztj`UP^#sEn2s_w`bg6@cqsjy9Di~<`vlxj&wgLakABBg?gGV&dHzbjlDl|}hD`_1{
z7Sz!5pnjza5P-#jlq6lmf>tgbQu<@>q33bR(A1@D>Q>AhxR;N;J5Q-fq!q|VHVi$+
zHsbRA7|^ZmDRbMXVQ|SdxM&t6*&LHW_ws3a{XDaB99g{YTR!q0e#Smy6qZG_MO`nu
zQ(1RIYpIAgOVb^Sre0OoglT-+Ik{_}zb}jh2Ui@p^qz!VXRB5l%Y*60!hoK-ZNRYc
zR@u;!vwy+TGplbO*Yq!#HlKzDSB+zvj_w&V6f%x%k1E<K17s1(G&c3B^S#QB3El9T
zwR1{0wh3Rt7;BZLIurwoF5+HYv-<8?-PE3Y>YitE&%?gt!a?Z%%lzr*?Wdo2JpE4p
z!*{*^U48wd6xe_JfBxH_|H+^K#;^X1uRs6di&vk0{qEg|H}AOq;=$RQXHS3idq4QK
zU-{7wzw^BxeE9A^|G|%b@8^H?mw)j;fAQvhcWYOi3VJYIR>)V0Y%rRSBr}l&J%-Kk
zOabV!)44b@K0h>;4JWeEbc%Z#jCLxabsDQ$X;p*IQX1q^n^tR4YfVa(Nhvq0m3E!Z
zV>WtCgxF0!t1;nqX8dm2UUPnTCm4!&JQs;Jr_%XUx{%HkGP$-~uGrKx)Y&=8Ag_<o
ziGhiJin;rz21cewMkWUa=SL>jh~>{LZePf-^S#sKtph=c?Vmk+@ceB5{ORe_SLZLz
z_Z~hydHI~N<0*;!S3sSgKYab{{MDPM=&`r2p1dSK_UaL0?Df$-QU>Se$4~aQPY!n(
z&fY)VI+z`snIE4z+TNd^nA_dDzc#-$Ju=r<94uzLI`h3<h0bIo-ki#H<Xc(tPKL9Y
zST-NeWkT_0Qp4${gg;0LQE#y)pKdPX+FH^rnRvP>m8Pm2w2jB^U<B!R`#gZZTyBbP
z4Qic6MwgI5%jrm~6WFR!*@gO2D5S8jHCk4SBr*k;G6}&j<e5Su$NpmY$RJYEP!AJ~
zTV#z=d@wTiWagPbdZQY+nv55NNsT`)4`-Q_X@DvK`NR?OC)ui&;NC=AG!fVf%?e*q
z>`gY>gAFX-acaX2Yw9t@TQrWKU~`$h4J4qrqBK@>2pk4O6$*zD6)`8G<`!=wbIe9%
z83cxU=^cssE=4~z4V<iRmy}<{?84(hYgN>8a=doC^lDYTkjCd+-_Tfs?a(q{2mH<%
zpWEvi%QR-OJEWzHM{BNHILvK6YFazXrV3;&0`X=efi#J#JX_S=d)h-3U#coYFbEV=
z1F3$&)gfw*6ePqIYgT#U5^`TjdKe38)*dsRI`Hx|Jf_-BWbFB-Edz*BT{tUuML{eY
zIGZ>3n-M>AhsmK;&(MmiXT~|W5NscHxTE62pt*a(Ik6GK1hWSkEj|g&lEk<8@!c^6
zGe`75AO$l)7R{?V$K5^CK2Ji5CB*}PMW!~_l6eELfWy-^$Zlg~{veG28`}sDEqVqQ
zph>uA?j`2-(p-*h_?M2;D<@68bMEnt==f%gA|z&-Jox^3KiaIR*G$1T|Kyuun)S^3
zilZKqU_+~+-dSJY9PU|ccr8&J^ROCV@ky<IET(#YQb)22eZ|9YA#z-e7*jG$wNzE5
z)YZD!e6-dB&ESV(HVRCG-zTf7a!nNjWoEl_bp^7`=8>^{O2F@;KB>X#mqnW`>4G^|
zw1hJ{!f(N}hP4RdXK8N98bcWaGzp*+12Y+b68@yp6IDfWX1SrZqK;GMWoC#xANULE
ztRkIF$OqCug!B@!h1Ivq;gD1?QoM!?tE#<;Q5kKO2h#k>WT7m&k@EQ4@YX77Zq<rP
z8>B2YvNOUgm4!<BjHKa=3a8ZWt#|rm{v<SH6$r9KUQ0~?y_vBlE5DF154dO@m`N1+
zywR+QRSub=ri!4K0MNtWg7F2a3$ld3u_x0d1iC735w<7p#i}FaM9e4&h9STx1ZSRD
zcUMT)HwbtBrqu|2b(=;Bs>3O!BufRv?7}_6{u1slG)~eb!Rlx=fiWQ-ChR|6v?*bK
z5fW>lcH-9c@=})j1pABYY&?{(b4uvzHe6g`R)`EE?sbcS<JBwlbz*!89v7K>_CT+G
zdgCg(i%ux65Y$I^eR5qmgjpmv3YzK?g$2ST*9D;^NEhJ>0tNww19oxa#Xm2cu}hae
zCJDv}lIWe_j9tX=K#qXm`}pH;U;6YTMxX2v=#=$Vqr_&G5zE)A>J_qDg}h!St!8DC
zL8L}afL{~{*kG3t!tZL&kpvrLwW*j%#QeOxc6S%>!R{Y#KYVgbnGsgl!O;$s*KpVi
zYKOgSp!Y(ZEv+0vLkAcV;K7&KyeKQZ3H$^aU0wZcqqVwGUSju&vhDg{N*c|{+Xf7j
zYlEIJyQ&Sg3Q()r4*ASIH<!#7^F0chADQb7ubHQI9e`Cg9z|w$owN7+tH;UpvkXb~
zrQ^W(rX6EyYL}>hy?ajIGNkO8G2uIr-68-#yh;R1ndy>)S7r0j?5<-SJJrE|t;W#}
zB3Kth`aQ?cnyGC<lkB8E(k4>eEv>jh<O7;StXWp**LIDWcx=uvnS4>lxN&I3+BK`4
zIdpHoh#}aP&io6<{>dG8-@LJXTsN}m>6o(llCX$wYfKfvtYl!t*+uYdQa`gt+`<rP
zYRvahpJeTx({;|MS$LekAL?H+W6G_Z1vejs@4sw4dDC%@0DC|9_>0-EzyA6kr9gg>
z@BAPB_CNgAkAD39_h0?;`w!ovx%%m|@4x>J>g)aMx8MKpHKWGg{<Yuwtsnj5H-Ge#
zfB!ds_w(QV{ibwYC)H#lsZ2PL3IbOS1e{)`W`w@{PH%5}XFi!pg`m5)wI$M-U?LZ5
z${{@h@tDiy)au+|@HA?(5|X^qqE=WyB4{)w{;5$}wWPw-Hm%C8RguFFIjvErHSKff
z!-1xtH{<i<LeS~snGhq+NIo8K%Vv7p+D5zk`rA6jyLw6c)B80yGB!6dJ~cQxOe0u-
z-|F1_!sN`t<n-Fi{QB(j&eG=njlD;Q=MN7b9POR}k2yh2-8+7K@aWOuqbDbiPxg*a
z_fOC7KYn!b;`P&apFjWdWcT>t;Ryol{hRmC&%uQ~+1tE-cJ$=%-ub<a!{xb^&E@Tt
z*|p`#m8FT<t>w-AonryNzr3@*eYQNkd9Zmh&@<B2-qVt4>nZl9V@=s)As)`e0*QRA
zsWp)moUtUmkhzYgZm@;TnU+{E7WM^G(RjokLEk2ckUGFmczrI9-|Y=};erKy4iD-}
zpsi|!1L=j+rIN|i3>q5%c{M6!a<y6|mq~;hWeV0FnLo-UQdS_<3OLYs`0PXi{HnFN
zWz2d~1#BX7EDvu%NfJBPX-u?g(j5k(P~j$ZqE(H7lP>CWy|!pUm!N{DO%rKCfZ>Dj
zPOy={Lrb3}kdiZw^u(m#t*ikURt*|!HKAw@W>TQ85M44Ih8QLoGfE{f>5AGL#JYqJ
znQA2JiaJRtK`&0<cgn7^2w7Qon{n0ko0s8EaJs}3s}tQZ+8YMuL+K7P=UkPEJW|8W
zJ48&r-OyO(^ec@vjCbq)XNB!2x#F;`XVS;e)8TK7W)!V`=DGdC++K^_S8w$)e=QNx
zW%?Rgt$}D=OdjQA+97ngqS8P{iS%k4wa_laY_7S_jvo@r2|Nmz4~z?$$^ps8<Dznr
znnk95V;g~~z2NwcZ*;@gGvfkzn(NVbO;G*j$aEUWdI1yTR{@WL)kSAmFj$gp25cyF
zS2(9^8?lqrB1Oh8Je(KmvjzNDTEJP5@Mk!<bie8FRo~1`VsOblxGWq4^8`Y?W9#9$
z{nXTMbY#svf0$T0$#qRTrgmd1XSvah2pvhddBnpYQDDIV#*gHcpznuQA_I%T0im$c
zGq<1Zp7wN2d)v9&ay;MbbcE#gfDCO6Tg(vvL?(BK<y19!BWh1bsWa6>&4tfT^e&mV
zGX66-YDxE@Y5A3+VJd2F;AGY?JFd7!Ld+A@vM8Z8W0Pw5dtIalA*VDL>@|s2qbIH~
zxkZeFSp?umCQ64s7u0D)M)u4_ad}d~Z-9GdI;_k$d7emhAULY9Ksl=F?$Bn=vxslO
zOz?u}TUA<qt-SIE;))qJzG7j_9B)&(BILr$%PMa|AR!Hi&exh7jW)riGdZL@V1rHM
z3i4w%`uTP(hFDG;&FGoD3$xKyLm(k{1*A+xp^!0Jh5K43=IktW1!Xp$)ajS=rE2TS
z8Q(KatAo~cp{%}1&f{e<85GJQ@vN|?1R`rm1ye;f884_52r!`?QgF0{x=HLZ5tbK(
z1U3=`^~GmF&d0YA3XdR8z=x?2>gmhq`C?P@Vp);~@S8YbcgqD17;3HhLbjpDNIF5q
zEf<((NUy7<)Y%ilzk%)&MvYil7g|f`>%6eJ1Z5>m7!g`rVdnS`BS=AX5d#D0CMd2e
zLIw;yc9q5`s=h9<PbwH+l!9HTFF|+xe+M}+M3?X()Ys+9AG7#yaR`JrZiG@I90K+Y
z3HEJ{Pe1-PYp0_6yO8`XCb>Z;W%&`h8heonSq*7_LabVy$m1~wr~`4D{IvIGLcG`Q
zC}xw1U^L>5MSTMU#hIDGrR53UZ$E$a_~2-lG;sf5yW4Apxx@A&*e`f=WbXlf0S$)y
z#<Z8+SRQSow9I6yHQH)3MLh)LfjQ66yti-4F*xgpHObuJ`bbuqX;(#?8vAAhyhA80
z>Y3DaPw57ijAPs8@on4kX>{R;vPDO6L^HT(S-9_?*|%>$jh=nkvil-Ax#KNP81jQk
z0P^uRSz%N?vT5#_Hw>>^JEwKIUPV(6Pk6=+vi5OPaa`9uXIOq1MLSLHJEspFNUx?r
zz&NZ%N>XjcC@y_gc!SL9rQKh{L+Thew@(<R_LvV^dKUD(OS;V$;lt0HwqGWxF<LzL
ztv(_=AMAyOvF)7N4~}m6^!CaI=^ZvMt^RrdJF$W+*Q*|0wbNqhOEmVgu(@TYYckWR
z1kgITZ0VUdE*|^0o<xpbx1PN1JO85Z>4)J5uP1(y)zm-gXBPlp|L#Bh^I!he_iw)V
z)$jfA?aMdMA3b?Q-PiiYFMs&uFJ6B^4D5&B{ox<{><|9tumASd(^m$iK_!x5SS11>
zB2Vd1CK<>yCkw@FTP~K##xp^;uO-(~$hT&qv5}76wsgKZl@EDBabFDLgvVec{pGV;
zfMvP#8oyC*Q7I|PF)C&34_Y(|o50c1vPI}L=>1l6$YBlI%?Ym~;c+BA?xs*M9|<?d
zA}xt{G1pYcraPPS{e-^SyQX{lMmxJ^`UfX_dZ+q_R;K3WN5>Y%>4lt_r1*Pebai@u
zb&A!<<&C+;y%jXr{^8dB<9jF2z#bl)obR1HJ!S>+<*TQ!Pxen9+<!>t7)7#APoF$K
zdidbr^bvuvhcBO;K7Vld<m}+l{>I_f!q(~j!=wF&+v|sG3p?XIlPi<U>vO9sGs`Sd
zo*q8Dzk9y9v<GBteR+3h{a}7#skeQkqqV24rL(=Ir?a)MBi{)DnuhMyB=g5&E|P0b
zwl=3)5|Lyg5)XL%&Dpk)CkXN0WpxI<EQ30!+YY$h5DWvfh*%u(SFL&|VAPsfEJnJ`
z^i(|(08>gCIZ7HuBIK4-B$hyfsH>GUlAVyV`mJS!+^uo>HQum>H}c6=eY{!2K6R>~
z$K#?8`XY~{@Wp|vivnq7x}7PQA=PHcbePlKj%24blv9F4a7P-wu|`j<5%fW#poUN7
ziAs#FT9vtqT$9mRgY-gH0b$TuF>sI^cQs()DM}8KIak5yDy_H%?w*MustoKrTm`c9
zDq+2`iW4`c1ZPi9k%V@bSd~>?S7@ssSKy8GO#6`s2D{{T$yLgOm`*Z6x^e6Bg^y9H
zw^gs4X6VtF-HD*MvhBvUe!DL!Ee^Yuj$0QFnylXXXp>H^sQ|eT?-T|X6^(#K$$eq;
zxgxkyGFpV12dKU!1F!O@iDu~#OTLs!=cso@l{RP$QDwZvl<Bm0O}LpVGH^t6jZ>7i
z8(KU`&L1V&IxLP_34LK9a^45$1(cQAM^6l4(}<aqY9kM3Y#p?xikjl6t#iVI)+J_7
zn4bs0wAT}ra!(c^QD|+$w#EC|gIC?{WA=QX9=1=<99?hj$*t(nasUTx{(fTaewg;#
z<<sogMrd>+xNwx3+=;jGm8YD!9#XY#=&wvj(S+So?x~%0-@I>TAAC@Zd>Y!XcQ#lU
zCa7=EwA&a0GL1#&7#$)uTXl9qeR7?t2A-`#Q&lUvqc+sq$+Q!XS66r<3QhsRl-lfu
z&&%$7l~i2?uAdqp{3U<V#y{!o2Hg)ALaD0?CUs=(n7y)M5Xu|Oeksorwh!n%2h*W4
zRWL>&|4(ucj}ASIG$jHTZzcU=LXwFTrE-0pJ7x!9Qr%EmU0=$Aq*!qmEyOwoa_eH;
zNrvzi&#`2?aqfiazB!Op@jR(%D8&uKQ^iC@C|cce(*7jAxP=~b9#X1c$QF4sVxm*h
z8&QT+%5*EkP!02Uhfj*mjOL7VZu;X|S4bt2lsC%mnjB)p7yuKQva&%`&ITosa!3mV
zzz|DVTP)etK$8&U77~l$BRAq`F?KBDije6dX@61mh%H775~dc(F=Ak~h%W9%%8S4f
z8GhCtNq-5seLjnh2_ePAr&PeiyFgVS+c1tGQIM#oZiz2dK_x*6>yS4t_+U3nZ_x}T
zEJc2!zDfytUBv9!0Ht^n|B6jT#)u@cxc<$MQ4m_(E@bb?;R{zdF2;+D5iz?2U+WtS
zOE9%Q6;#&ci`s$<x%Ck@eq(lBT=@jJE}4Ap4_x=-j|BCF;=*hChP8Vk$v*z%BmVd8
zZ++{ZVTkd-Xg1fW8%-wS6e5|l28fqJUaQwh4F;*zsxq0>TCL3KF!+4n{VmPVx_xG!
z&lU-LDPRf(o!M*@HtfXI01YTC!>?}6_71d1VtyhTtZLTQQfFHt^bHBbdknBkz~HW3
z{iLGuhTSc)I_sfK0FCdRvE@3{*>+Xmls#RLs}1EwJDV5UjuAuWxS?xYm!f{LTbTFt
z5RRHq!OPltmhYQ4Fo+ypaj=I-={Eh3n@_@YRUf}A?7eDUq$lWA>fWo|{7JBDPTMi1
zp4zixPfgwPQnm=7etO6L%}!$1jDGIK)4iZ=pVSPj8Q4h-X4y2Uv3RN>vf6z0{<y^I
zWwWV<R9M%PW@y#C`K)Q}acX4KGQMl+TV{vRz4|Dybncly@ywrkdxcxPhhOGLcdQ7r
zzGZFiqTZWqsHnNFF+%$()!C~8>BdNtq^VCeyhgUc&^D|mTGqd49bU1)G@IOZwvA~q
z(CC_6J4-x#KXCH4=f(G?o_}ZMAEiKkk?;KXfB*OY@~40J8~^+_S#|vI_6v-!mye$?
zZT$V;{lh>0!$1B0hwuN^kAM0nfAr`7+rRzWxv9B^iaNi|V^FFz)CJ3>0hg~S)!LM7
zZb`IEboO`W@=i15ViCq?nOLG-;B*!8u_VQav`c4039rc-cRHH_G)p*rR<m8FG|DAr
zmBOOanR!F3R@-!1i(r3Yf~iqoE`#1}Vhhq7_X7&ECA@B+tnKM!F`X!+5-rJiPivtQ
zW@$Flk<ASkiz6My>As%Dk&)FY$`*&`hDSE%W|k=@8XKP-pPU()njf3qm|Y|cwz;sn
zy|j6}3kvLjRM^SAlPAZIkywvU9z8sMg!-ay_Or*&A03_HhMnJk^z{50E1%@Vj&{#Z
zc2Cako$jsf9&Mf6TRm7`*qonOT$$aP8eW(knOmAz++Eq;g*L`y^Ze!Mz4Ptm{mqqw
z{hhP@twVOBS7uhnn2xsh_qO%5<=T6Sec&cYh4nOdbT(1PA?#AOFmjA%!XB#I1T?kB
z>UG;aPAiN<GyK(%$BPED=uI?k+qu-6$$FWDz9F5}U`BdbO=gS1q!YkjLhm*LjGb%J
zsur6{qieJ{<i3a&FljiW4rka*WU#_HPK|IPyM@bb@rh~E^TyPGusHk)4a;kw2C%B!
z5qY%e4z)Vj!UN2X9f8@!S&}3<or4VENPJm*b$Vxw*(c=fIZHMuN|9b1EW}Zc)2J@T
z)*#EIwboVD--Pr9^q!EmlI*>yno1q&bucjq-jl$;=)x|O$jcfPcS-W_PclWE;`?TT
zgygM03Fr6A*FHgamE47scnKM%G1of+3JeO$rq90Y-Femq^uBY<(K+fugY`_hm+oiw
zU$$Sg@YtGr>{gG6{Y}VVHh+DjSs%=531Xp(fI?6|ga;)MBocCaNWu`1pTgi0S%WgF
zwAD}!1jUF^uW1`*ozT%U?dqi3W6{|+@7#S^*nL%;*otC{1yTxR8)Ho@IOGJOdQ32`
zWI7D_ZVT2KAc&4}d(VtF-)jr!beLmoQ<7b0tCYLpLsIOBY8qJZOl?Q^UUqCfX+?mw
z4x0v+TvNNj*}d52qr%u`X!bBVe-xS73(eopjBP}x@5N>hVqB8FZyf}+9c~#Akof)c
zKA^0_%i)O)mI6W}YkW!yVb(Fh;$(>WA@Wy@0{J~N3yx$BSW^5ceF=>{AQx(nq@_%L
z3Cm#<S==PM>KVXcnWo$Hg(23m?AUtoW}De1C5fjsvtc13aVOQ3vj%JPiZ5dG6z7=$
zZV-WEu5ArSFAAO->;d53BHENtT=<RY4i*r=Tqtv0bhv={&@m1M#RdQkCWcg7iO+^F
zS}!ecR8fUlZE`l&h)QZjB^ac_z`EuJk+5iv?R)p&iobQ(!D#a8^-nG$UQ8SBFn4Cm
zT~>L`XcK`c<Ef?6-*pD+iQcsjdz!lJ(X2iU%{8UWc9?ja-k6G&OlMHSDhF}3K+*uJ
zmn}<{M?4`#AYp*Kp|{k@m3OW72A#gXwys1ZDp#ti8bo(%>L}kLmj!Nu)yVR?S~B@U
zowtCGAf<m{RSAXN!h$5}dH`R<@{w3&4fJ^-sLF1^_-d#s;i%!xNGT{2AZ^ROQC8PM
z;#ZX4Kw=5Q#}alPg&|{A$<2y8H=(eiwK%vP8CH6WmB!0uB{ziOBO^%iT^uYqqQ0ow
zxptYQMIokj1taTYbk_}H_DC-ZJ!!PRNOK7Rdu*;x1c@a`FU+n_KmOzsp|Ic^(RCR*
z2;EU1f5h!f7_qh(D+;%Kgc1{mdRIRE2)pbe@%0fm{{IKkOZY7APZ*5bDWm%6+aDpq
z{)b=UlH3|RE{#TH&`UtG!th6c!6LJmwHAxUVbhvT3X?&WN_Yc)YcOC359<%uygmy&
z|5Pg6l#dM#w+{}t%`cBl%nY@)H@Q7P_>~%sSgxo828#@%o&y>$KM}zDGB7pfT7$JF
z+rbEcU1m07<S<bu*MnVSOvYt3qMJBiO`VFqSsP$3>bAYH2KZg$Ywo%Iz}%s~f5DpW
zkinE#I0~+ur`m?KbURLL**2aa%rZxxx3cg!e*iZ%w)QZDOiC7Ig%L&nl8L&aoyXaU
z4Hr79II4l|u=zYacjWC`){pL*`<7UfY1CRPVZf3HGdL;}&4hAA?r6i%qGkEixAr)+
z@-VpZEWLCd9oZJ7S7B5$d*975v1dbW?YxRT{BGOcoBYb-z`f5CYtNz+2hRR=U9Mjt
z)0C?8<yCbzctOTVYZ=hB3}`c*vXM2<hyc4VcZ^xt9ViT`XZO8Ly<|uAbNjya2l4$E
z&5ynse)3`T(Yv`{WI^?h`q}^8U;p**{N~TT|KW$PpT0iW*@CM2+rR$ffBBog{mWl{
z@2fZOfBw_o`>VhBU;dB(`1b?7!==~mDC)#|xjg6zMR{2ii*#}sd88CE_(Zx8k9Fq~
zNxwV5qQ5UP*xo}&b|IeXYcBS;wha}EX@4T=2`8Pdyf0v<_Z8^9LT(e#Rpjl}1~Bq!
z79q7Z9k@P)L8&k*l_n)Qd@WqosK*g>+E|vP3o;uH;0<*(WxMiC?P=B?)4i?DolW^-
zCOz0j!oOp>zjt<ckmjI;(b28>x!J*i)#=&QnWgC=1lZ)lC^4{wjX9|J+Z&6U%hQVo
z>$^wWM@QR&raIX>xxahNUgXK{(b>W2!~0aro}M2)dT{(0D{OQ5-rmOj185dgvs(+R
zs4Twh{OIJu*xdB+-24RUYkGEQa%~z1Y;9|4i|=x{d3<m6aA*B+Z|ih-{qSI8cV&(_
z<@QMT@Y2lMX#Z4CTW@PRUr05zWe{CWZMi}&N-V!ApCryegdrUB$H?0Uy<xxGZ#S7p
z**UF{zbsY*x(n{To@Q;psz!KAO07mN#JXtM(5VzwgWhU1IP4~;%NS2PBMEberaZqK
zfPga~5n?S_CTR7JV1qLx!tk+p>RCuM*z1@I0fC1euQ4_l?Ty5VNwY}gAWuc^h{_t$
z>Rbw~RTwal21lnkLy}MiYe>nH!W*Y;r&jNv61vfbiD4ER3>iq_dNFN8t{9#5jFt#%
zv7ZR$o!JdvL~E%v00g_3JXW&ySPzM!l#?TCbigQ}84$OIO~KL`*E=V@xgHCj4lRm@
z#F&z)6DyF|XymS=O(quf7$L#I*nic2@~&(5S@Xz}r)%8a(q|f7B7l*)_pEthBLJjy
zem}*H@D{=u@)An6{MbOmZb}yoXe8`A{1)h2r23gQs;xD3veHH(OzOKjd%fP-K*10@
z1^$#Ak85l_G_o3O8@3>dhF0AZ+mX|+M)qI#km1M9B5aSW#VvG3unMItgpwZ<)K?FX
z9}k=dd@V+h<feoMBGp}_n#o0qL&=TIA6b^ncIi6CEyF9mo#$<*?*~^;^W&Ql{yDQ3
zUVoV1dfd8rl$_oRt(>KnPEuP>iYuqhQ@in{Q$UER`Tb0B#8Vt~6~}B?Uft79#;M~Q
z5n^dwlfK#A*5Q>H!^hq^`W&4Ow2)5%jssEZjmm(sX4);(j<b-+o&pG5Q1dvG!Vadj
z7J1_eE82z}{48cq9qBkm)gU|K1uL*t2E>dk?Y>5pp@PvNQlDLnShG3W#Nxbxa&zPs
z&=MwzsCtu=<yqWRY3HPe87TDr?kR6!$k{g+BnwAtz&F1)_HBa{m-`wCZrMX}z!dco
zEUX%6BrF9`T!rq!HDxyw+s*23h!DveH1{odiLtTR2zU2($+bIW*XpQIsK!mbh7srV
zOPMVaFl+9yva-RGxoa|zESSg&GK`L1ETSe07It-wPKN0MeAOFP@-z#k^}e{;7h?vk
zW<Z=NnsATtRO5MFqFLt+%fi5Q<0>|MT|pJi@<Q<z)sxjFVlmZSWeqhI;@T=AUZR>Z
zsi>MZaIS;OZxr!Sff7c<3*(EOM-J>P29A&@F6dr2YAZ{{wUrl!7{x;ZG)$;T5-NuT
zn~QlO>g(<uw3g7IgbxNyLZDKBo}h#X%EayKz$GrGkOFWO1S_*ebO&)Sbk{}DOPDGm
zu8>|rvWrV0&2<5qxJYw-V^Uq%R)S>0&O$^9Ue-5iN@$M~_!0;y#MFiU5<W_a&o_6b
z`hfBSA?qci?gguhj|nqJ;r~%w-^Tgk+Qs#6ar?La*|&b_mwxG^kG^%|`ei|P>E#yQ
zuB*ffd4p0VLXz2S>VO|;zb%^!<(nd*fQ_MKHW%#b&b73pvbk6y<xi!2@hDy74wmp~
zS#lGCv8XuI+C~|q3;Iii*0s`#N;=kW$d#3$gb;sCv?$^&lxWKmEfj6bo4V9fn}Lx<
zccIVfjS>K>NVUnE`vrv-%}WC5hUPx?(4uX0(>AzfPIoD?-Ev}J5brrAHYtBJGRWI`
zp4xsE-+G+fe3&eZsEgy8=>yl~u61BRpml+a7+-TvZ#yS89X<2rnFIgc>ntHLLhr>1
zU8srK1VtG2DszRwRYeO@t{o6i_0Y0)>q%(+QD9=*F>~lzIPrDQu%f8Tbjmv?wG%te
zfo1dLJ=X%5uPy8Bfq(5$WNP2O_SApyWn%HMr*FehoZ{sUlp^n8t3>irjiu5Ns*e{i
z{2K<BeRKQKT(`Pw+}b{33^j?{$BhHa&R|wVL-*vCV|Lej{JQhyFVDPqzx9t&AiuD8
z{=2{XyPy2{H-7T#zxkc7e&zX-w}1HafA!Pf_>CX`@cWOBj^BUw#m|27v%mSb|NcM!
zr~hlPZ=|tCq9@i}Cz96Gfj)?bn;;vQG_27n0Ie4(WNgkAv*FIB#1NILt=-MBY|Q2F
z$rbwYon84tcXL}Y)0&GUorLNQW{XCrS18SDjl*Ch^kq>o(y!6UBzC>QC|Buas4pcl
z&!|x7BvPYXPAUviYsBMB_&jO0AR_@t__=V1`C~d9hGN=5_CAy8$Ygq&TSmIN28zY;
zp02g&sm0OJ?b+##>6z7ux$XJo_1U?Zp^=%9@#U$xjrq0B<(>6~_07e#jd?mEw+}b&
zL6JptogSR;Z!vs5JHLN+ynl4Cb9%Z5clP|r`Df(8j(3js*S5Eo*6wZY?ym1FPc5v?
zP(!}9I5s=dHL$g?Ha9Y{G7Wft2U`9H4dCksdmH;`u<gZryQ|wzPS4K|&yMyUY_9Ij
zPp!<4FO2pMbu|||np%swd`ELJm&|2i)DGpciCiJuf*uR|qR{{vEa-Q6yiSM5;efx2
z%>@d~1Z`EV)~VQblxw6)wG69^yuDbjR_c^8YS*lGO)O)JrA>jD+8<K{6Uv|v>td!O
z0ng6L-o@!m<qp%iBei<qRaU_k&|B&m@UgH)n+ypbi&M%_h8;r!NK#EDD{q2of~_P#
zw*>4w=PAxvd@1%EE#7+U3vyH6)Ec6=TwxjKSqvXe>qe*8<l!}n9XAQ*ccMhh@7Sti
z5XpyFd#o1SX}IVTV!uqTD!0Io3Mqu#kxzymBNxOO8H0rkznf~IkizEUB&fy=31yHp
z20;x5A+$r;DCwE<KK#&4ea6CJczn&<KkMoovkon|*$rPgrXnpnw&ovNa$js)dpbs~
zkXqYEoUjm4l8IIwmY_c&K?14GRajxph_n#`yhB8@c6s%673_U;4L9<GP-Z>5AK~lt
z%s3#-FP~*b)<dTs#tz?f&+R7)!(bfrEdxdzr*x;lod{<YOf%E%I(8UiEs(y{SY)gu
z;P^pn=aNY%)5%C)mFu>|TUf5NH20f&W}PrpSI(Lqem!>hS?AJGW^x;YE4qA=J9yoL
zAvUuYTz$}d`1#-xOreLZFjvn%jIW=!j;uyohuknUVy(*FImDi=ZPYxr5gA>Lj;_Rq
z7vrOA$?j=irpw_BGf|buwUy{A{%UYMA_SkBU@s^H$gM{vfKpYJ#JXr42&L7{J#HZR
zV{56xkbQJL3C<$cs^{<~70d?-^%2ph96Z};ZR)o2rI@;+f|xd@+Rcn&vA>wBYAw}B
zP2K`9;HLJd3ns>hgU17zzirsX>cK?`W+TCSZ%oc5PctT=<OY#jOsnDlOCg%q-yth_
zx8?>Sytbi)22TVe@vTg!KG$PxpKt>(xpC{ttvgq*-@HV7QCY=JyH8jaXzg<+3udTs
zTv9mR)Mex?34}DMy4>ijZRxdij(H5u2Ay3LO6%gy+IWkeg;|z640it8QKH8ZE%a%I
z3&TO+X+2Z^j`2Y6Y>eN@$Z~XaH9oi)EsjvTU~-4lbq!^AD{fJQR9jmrVvtZ%R)cT?
z`BejGf~0*Zu9wivC91e9fa`(YmoPWPkSQ;rak7+-%F;XkFM017<mh3ad49PSDN-wu
z98R9$3^_BM6S^BYHyW`K8t4FYjzBkZXynxBoTn!T4u_c{MVX>xT9($gk}S)sTWMEb
z=W{%7xbyDq)z((+hpW1}tGfHWXiDc=uU+MjYg2Ev-UiSa13Y;C&;R$F6#x|VnxU(Z
zLeE3=I#b_dJPkEL5L$J(JxqJ_l~Ddj2X{T<g%Z08cS68TfWD{Tvfe`^h_2727m7<*
zX{-mj&YU9dC74>w2L+Ey;CB(B7aT1F)r(*L@~JNi87;x@I#FD8p>=Zpl`j+7VxB0d
zudmd#7AJzl`p3fM$T4&pnJ(VtT2vPLN-(&DTMDUrbQb?Zdhs9c{NlX+?(=B5=bwA-
zxo4i`{~@D7qJT}I*1*<jl*!uq`Xm;s%4C*X%nJ8lAFuYkJ}Z~Fg$g&5#iC;_X&=xI
z*mbr6oynvy_RD0lR&e^=y)9sNU>i2KFgSkgdILSSSH!YLy{U7+(>>_x92|oh-DI>k
z8y!tUlN~hpxP0wn^U_EGo~oWu`edkgbV1}AV`rz`GTb^5>77YRSR0&-pv0hW8FB}P
z;*l8&>-t@HsKBanZ{bjAufF@?+|C>B%)T*q;4B<C3j2oQL4S6~2%cg-E+G}am{rWD
zCAk9=RIaHQ<*mIk{dKLiku61K|8>2c0?O90#U6MOg(G8jPnX`+We+UjRb6;h<C*C&
zx#^<iUjbD_a#|hv#-<ZA*tXB6<i(rBBs7U_?Q&HfsLDo`MP_z6hXFZW?^V(qLAUIs
z9_3Yu{@UPl*U)SiKS*k=A0F%wy|)wXOGVYtT<2Uu#`5OGayO-x^iDqdD0T0>)qk*p
z>hJV}|IY9H;U~ZJ?eBi)*T44FPu_atgJ1dPuiQUAe)q|vufFy6kAL{%Klq(L`Y-?a
z|4hX)jjuK-ph$IebvKh`XzXZcR*GdF*O1d@?V)Ys#tp4pZcr)*SxX!rEwAJ$UnNiO
z=rcR|EH0yC);sMR92s&r%sM^kad@QS))u>=&!kqd-q^2F^tN@#JG+!UJ#t!DnNhTN
z%DYH{iRAQ$baco%I%Qn|6FPVcB;Tf2(?*008*@5G?G6AA<8JpH==jl*(9~>rW;Pk{
zrvi%!zdsj_RFa9ELT0C!*(nq^Rx+h1hFClwPf!!Np0Dh$?bQm^N;bb)tZo!byQ>1D
zb)&StyMA!IcaJII-ulkL*3sRA2e)_c9&fY0eE%M#*1NA$TJ+ANr%xX~eQ@{5ouda2
zZa%oPee-5*uawO1ZPE^~R!QgBvdkrO>*ei@(&l<;eW$urNtP?A((c;k_S)Y5?wvxe
zTF6vNnQAeaT`QDU^QC+uy*Rx%H|<~cM<_0v8=s#apPCz=9vhk%a*Vp|qeHF{r^V*B
zIqXKWN!O=QsMIPNkXUK#hVcd59<oFS0Dz9R&bF4$wkDNYWOXT=BftULO)j?Th<SHd
zJRLw1&`27Z4eji9F;eX8ALvx~w*Y^@vQQgaalnu<j8_=7ppignfd<8VkZ35-VZTgh
zIpj$b!GKpo-Uc)}nPgu6^Zdw@Bcv}p4H#dnI`Z@cs=d$N)=LGCl=j1BSzl|H>>98I
zr{FV)28P9`FZ317k08IUHD4gB!}@<KU{w(?&&y1^5PQ^NTX`w!>7_fH(U@~w=JV@D
z7u3VkDvP@ZX9iQkJ}NeXFtxS$lLq2mlgpZ&M`LSuU3+hiY&;qc7Y)8eajat6xHr7}
zx_A50I37`c-xDqw3WtN49Y>^O%I?~e8)n|cR$4Cfk1nuWAkx{I431WksN~^o!vaZz
zMNWtr*kU7dN_?$A+OT$ilq5XrXg;Mod_PpYIa0ngwEy<}!P|a@l9NH%SU>_A0vZ^+
zME6t=dd#~hf#Kts=^2?94|qkS*1>KNe*(?Hx~SUR!Y|z7!A=zB!qCQ+3;0(mC|<We
zitN2PpV@_0JsvJw2-|NynmTxUY3;#ig~GKDV#K}HA5QPT6}bJ?=+5g4>8&B;#PFhQ
zCeg>_5ja?|XpYx-s2_<{oC~Rbf5yxtS8ElS+zei&IFmF(k;_6jVO?S~>TS^b+k{+G
zFN{;6DxFo$nUHZg?c%;cdTn%G&f?_AJV9S0xqXwT6R3zn-;DYi5!M*x6H9$S9+=*G
z{dzzaI%4XU4!ljg1=ck14_TyTZ**bBz%Z0h-)!9Io>E{r5|(pK3e}cuU)o1yh*G2}
ztTvgpi6#Zc)(iw2S{XH-BS2W!V3)b`T)y&hUHi3Tnk^RxM-~h)$C}y!%3Z#6g(Z#`
zSlG0<WzJC&JNCu2!#X12OF*UtNIMx)>jzq-x*KeU`d6&{HXLKxaA{;ZWB|8v@~2lA
zT4=+hWMO1h70S8emC5p9D8Dl|8#PZw%v6>yWd@=Zw6QODFqYjLiB?J0IVOT8qg&b5
zef>t`<*Q&NgoVdTw1JZkYq;?$W*49dGF^<-8Yp4C#111_FSOPLgcj9=XtFB|6EB~m
zO9*Bc;)<*4((BCm(=T&eI76JC^HZe9>uvRn7wO$TjR1q?RhM2u#-9F1G@HP*2XpoE
zY2i2xUR6li*AId5MdFK{#Cn3B`5_}k!N(E=Regqt023q@dh1I<UJDoN<SNt=m!GN+
z84*rje*R0`MDVXTP9#>{8LN9-Tqv+6>emW3S6zcW&%0lG?nHFqcL`@FA6}PZg7RVn
zDct7y=bwG%*)Kl(EWxu^ub%7aZcwYcl&UU`mJC>nQq^Ix$oq{_&oJo?wOT7yt9$$V
z<wm2z<1vj-I7WR|vqdS9wu&Xq?QK^(+FwQSHZ@TNdgdzi=<sh_uP8Jv>b@5HkjU(4
zag1~fj&%)=ix^CUn;4{8aaIJ`erj1BUp0~S@=SG3N2K&KidC;NKpYG8=<JPyQyq(G
zS*)V39NC~Zu+^B~H&&1A`%lKQJJ#8RCXiE>j!pY-d5+#4uiSF3-5pxL?_nu2xuFRc
z6|ousE=77*A1uj26=k5HqQ*!heWktk^2suzd#2Mq-cCp4&`f9X$XYr!2lC3f6)Y*k
zQeKNxbB=e|>qZ&W2-X3{mwU#;z2l)?^kKBB-Fi%skPVBhaO@1^)pSsLW<(<kEEl)n
zq+M@5ccb-uoA|P2q{Hl?F|8E=7AdOfo%9Qc8^u&i60PaMg+*DAOlW5!viNG>?t{s_
z`@whLJ@}h+2s!h=>8gKdm;d;m{mYL(`sHu`@~;7P|L$ks`Rp6t{G|`S_WghIPk;L3
zpCY~f)Bo{b)~eeSps`9VEXu(v=%6mOv*lWYsJT^7-GNRk?-7aX0t^<5v`aK-w#F8M
zcwf_=akJK>=#gr~a=@gHeydt6S4$Kl&LOK-kDVoLC-K$I@KMsyt`Lc>S_3VL-EGa%
zt`4(Wtz#l7k#Mf)5kaL8x3_XG@9vazw#mBMm{i&gdbh<a&|F<E-yovIu{b`yvK+|-
zW6`;J(qCw>>Pn`PikFh1{c53_N>&qz)l{;aM13U-iBuu6QcR>XkpzT_QZjwKMO$}y
zvsBqCZ`Sf_wS4VhZFhftZ-4V}Z*A{rYybA%@xl83gIf>o9^Tnq+o|PhYxx?mubaCt
zD;{hXYa4~Fd?J^L#`bEpjeKdlT)TB}7k8_$Qr@U;ZkAT}t6O`Ot>Q|dR^B++y<5yz
zvxy8}sI-!+W(!-D^-8X^v%X&`tOpk(k)>EBkq-Hn*)W|PnVR!0EKV+uI7Ylq@374?
z4sq6MbK2}Sv(4ORHfsAR9zuO#MGBSIElp}Y#V*~0V=Bj}%;X}q)gdH^yub~5h#|48
z2Z$bX1A_v~i`E-T24T^wO+dn%c;1xi8U&xg(~CES*x*ADHfDDxL@y9n$Trjz+Jk%)
zpPWz-lm^d~;E>c69VziHovmGG<5{%_j+0b#gN-l&iOE;#YeA2Rs1s6gToV%sQ#W?@
zUIo1cL>=|jA-TpT9btQR)98pHIL)Z534f!PSy%^zCGVVqx}1fikpo}Ix1a?N1s)Se
z#p3Q7nU$|>j8L?_kmOb5aAD6y<;V8x!-wyT)$Y4#XA5LBu}UB9Z0q-iP%OJ|M#{H*
z1rk#SgXQC)+`cWjY0U2166^iRbyIrVN_Cn)qoTQEAq6zG$2lg_576h>#s)e7Rquiv
z=~cZof-RrhcP2Lm=91dg`x9#q#wvG*_TF09e<uh8b$m$zFL5diNWa@NE1C)`CxeQi
zS<YE47kg=w3`pG5-CA2S;WrL;09jSQ7veyJk$Q@*Itzy*p|Xh_*Xq5Ay|?Gfw?-0c
z_Jx!_R5b6s>A&?sX!Ft7#-pi?$FnOt_R{h2{+oe&A0>AmFRtF1!a5rdDYAz{GjZKw
z#(?n!jejwt8xJccqZ;?LOpx4q1Ua=$;IL%9%IjEg95ggB8txU^Hm_4OfboS3%I}%2
z(xt48EIKCP9F&X|^IWojEU4}uZ1*lvU?(S)hd}C*T!ozl9)zAmTAAE4a=ioX+Guu5
zXqCcY<1PfE1b7+)$LXkcY)QV9HP6P3jxi}!O(r*%;B}TmapYK)9h}nfqJTRpuL$^@
zMEzlfA?Y1HmDa@Q=nAw|P_9?5o#8FsEQ3*&N=9aN!Y*ywE8X%&O5U3~uFACScAsj1
z9wnhm2y!MX3=V3l;IoYdROI(MC0E!{U1k&;HVjV6SVM5s>j~HeK$XF}ql|#5G<=nr
zh(1#A1Xf)6otd@ch3c)PP-&DG1!hkNeN~Go^Fqo1>tjA;2xR(~3--kJ%tB_^Iic^C
z173%~f2Kp!*3#Mlc9kqv1B1mYXM4o$O^vU<`U-%rEASAYQK7zIrGktQ`1XRMC2&(O
z<8CoqJV&ASIaC>2jhtURLzAPB9tR|P`P{jSXHi+gB?3nE3_-6G^~I{=DN<hbpx4W1
zPMtb^>Xbm}5=M<Du!s{<gph~F`x5N0y4h8qHVXQxF1-Zr>tt?-h&nO8gp>L?rq-9A
zKhaZygLNXkkW9jmk*n&Nt`k{>ni6hMzYQPGXFd^Ej2gehQCD5RIC<`i&k2%@4|$F>
zm~j3a^T=nOeg3&G0?%)2V<Op34&Tr((f5fB{Zg&2*I<;{?4-YxMw8q-W^;S`?GCNe
zr8C<UYK@3U-u3GjSf#vi{X#Qc1{Y6({b#MRx%rh#mrr55j}k)gwA<W3R=bUMGNO%E
zPb=mRadf@4iT+3TMCU?6359QbN!BSLtp3{IWQTsB!Rl@GEp@MKv01F%e&ng$aVFOK
z!X-s^)42P1V(Zb=&eMf>t$!gcE#I;{{pHZ{yAuyT2|W2$?C{;${kNwM-(A>veJDj>
zz9_{*^ZGj{f@=OXiIv=YUv*8i16=h6x~F4OQeiX=VQodLn%J6gxnu|y056+(9Lpc|
z&##D)N$4~%s*bVt!Ku!n+0Kb&N%^Mb=6l2CV+euT(k(}B-wKr?Sk{azh+t5R`NgcF
zUw-Xnc|UvTm%(ee#^A$HSu2TDG^sU9X3L2eS3Y)7^UYXx^|q&SJQ}SSR*#1c9tYn1
z+TlMmDfM^#d4KxT-~Q1L|M}NH`t+N>^vyRPKK}M6pT7Ub)9?QBw}0}R|I=^(?05g&
zzy1#&zW)h(IXxXBx@@QpWUAHEE)unNwo<jz(A@mmYhr@;eOmAlbqA~w!%EvLwW<v>
z!{f`-3;P>4%lR$6LTl0V^((Z>Zkbl1F>8#pQDbv~y3$Hz(yng3OszvXw0DSFnz~z?
zZ3e@j#j5O)@Y!@SnX<QsjYwrrx4avj)<!%`*pBRFYRLymY&wnGVscw8!w%PsZ+v-X
zKC-Z!3=poIT}`Hw{-r`RTu4MpD=Ab~HWXgZrchri;c%^xPX)sOTBD0gxoE1CSSiHg
ztJ!QRnW;jhsBG+zoG-6$uWs$FZEqB-_YaN_H}<zm8+Z0@Ke_+--qD?Vhj-bFyt{Y%
zaN}^dwoQs`t9npeS&hsu6=U)0O1hfOW20@9wzexQR~~FvHnvL}8~NIPZL3;XU5V#+
zH}*^EVlJMm6;?M()odu42t;CmP&Hr4CJW)EcqAALE`?LEl~gD>Jvu!-G8vf<1?M7@
zBeM<w`%v^fqYzm=_Cfamz9MZzDuZ6tXH=LS!i##AwpeB)4o$ZpPm#mZit$CA%PXb5
zZg5O(AC?Ohe#3-{$=j2$2f8k_OSAYd)3+eTP-x_?v6YZsgp~Lsd@9Zd1&<5eMHYe`
zG#C`nnSj0XOhmegsvZ7~6CPlc20ooVWp3HaGcVvKA-!+w;JFy94KJnN*{v|pa!9Rn
zi_l4JZigm{`J?LR>HZo|lp<Lp+lcHrN;R|`cGREBUxo0nM00e~fB+i{Fd~%jZJ$6J
zJX2Eeq)0>*CgVKJqPc{=cE_9F8#s7t?DmH<>yHOnGRp3mQya$2jwJw`Kx4nXWvbi(
z&fp2;NTm10YGkOKsV!T2&j!i4bjw~i!UyBgsh{c%4giBoIn_)|PJy*&rh6(ZXT4}C
zYf7!V%15KCcf6UsLDW}*ho*gZ<t~{k_sy?HZhgGM*5T+v&teMrs$?RhoQbP_ixL?1
z-bI0p&n%L|>z7Q1WuuD{(&i+@uy-&F$;j~+As<EGP-4Tq_jF-8qD*eOx1TPAEB%v{
z!Q~8daqU8?Z|~{y-H+niuTLI-5V`q5B)#j3Z&--pAG{g7^<I4K{tRo6{=8w>&p<>u
z6;-0*NbHX-OQz$B011|eR@n#0tCO&k$xZ%EhZP37i-XbutVp3@Q+f>_5*aq1FvZvG
z`NPr5?di(#^vd>datq4YK(K6C$n;Mq^uA>krI~DxHg#MQegwgjl!EKGj!>K=Ho8Ti
zcUg^W?|B8wl)oKudgg;zaLWY?JD3weRu9CyG{9j4=0J}pjRsh746OBTg?&unTTlT3
zU?xiofN`)#*$*9p{FRg(AfgLCIWc&J7R2ytY(C0$1j8;flw^`lNQ|7keOTf2!S7;>
z-sT)r2tfN;#IPp6J3KTav3o_cQ7w0A-=YG73Z9{JLSh=~RGJ%2!=0?7Iwq(pXlKt?
zXKi9jh1CEyIM8h2B35LeaJ0PnB$e6q21^4%_0^=rx1gK~=^^e;266UGAmbL20}Dw<
zxae6(Sap_eomt$_botd+dG@~wEaKX=iyfUe=)SoO4B<RH1VEtY1W;;STnR$!JbR1h
zE^?eZi`L?}a7HM@#P1@?C6s8Np)H6wJ>$hQ=q@Byy;)m0VX!C^3Dxsm0%C$WBWU**
zUpz(orGV-ZM3*4I>REcI3tS?sE7s%m=qoI*y6aUp!361bqN9X?A#tx4xZt_xxtSoq
z>Ymt1e5<a|kY~iY{_#J4PDs&XUGX6&$B70L1Qn(hgUGt#LQ^5M`0q=Cz7kZHAi7S@
z(PQ-!qWJZzg!eeX3VY@Y&+y%{z{n)ASKO@C_Nq0#x;}|o+wE}awGfw8UCbp7{bGwv
z*>9Avo!Z|1Do1O}m8Pawni^S6efgD3FJHcN8uTlhkJkmT^EHewo2Nx@ZWx~IL4fHk
zjVLYx_Uirytr3Iwn#0#Y>fY!AM9<Q0BhHe%?;3U!HH+zO-O84BWvj1vI1nkS`fS%n
zXM00=^HfL~%xjTksdfEQR=R#~uykb0?VGk=AG`HoVEgHK{-z_bDQGjYTX<-ly_c9x
z@JgY%{Q_Sdme<%)k7pJE)<a3qd{WB0)Oin1c5_Sy#r_o~Ta)G6ri~}Ia78;6mc-Z8
za|t-ot;ja!p6IAxULGncQC~}WCG6Jt2KJh4c15yORGNoc^#g5`zVSi{21U30759XI
z*MNO79uhCEsF$<K+^#9T1;$XvBcZVIozZ2sE%Ynx+?#p-lRJM`HS!Pb_CNXYzx>VL
z_{lfE{@K&VZ~pN6Km7Q;uYUB_d!K#st$+2?fAtrC`fvW{Kll?_x1zI|N>%z#ySv&*
zef0vw>1=9kZ)j?M?HXL0*2cz;=0-+@=&SDL4lxY%8%>HXvB&02#}Xlb{4Uj-GfO(T
z60|!NJXVd+gh<p8M3~EDv+3w~?9r0-5_PL(v=jCa<G1&lP1=65-VB|UMM#z?Y1Kh}
zVU$VR+hm>Xa#5#L)S>L@62lSg?xLsLpj0?a=24et0sy{`((2jZ%zSiyDd7(mqj5A?
zh17kvP)MXpiFj&hnRUo?BpUHAh5gI%rEoeFFT~QhSSpvutmdk@M7EYMlg!^Ju5DFm
zirfa%x?A1cDsS&rcMeuD#P*MNkG5+Yj45wz?Hz597TeiGu&o``iaYB#V3E{%zI433
zw^Lc)$gQqrSMk$!S9cE94h~lL_E&dG>2fJuNdz-1k=(&1%&`N~`vq1qqp5gcIXE8(
zErf$};Z!sm4aTQ@Qwx&|ftjTl-`vE|L~t&+IJG!7JUQ$do*4B``NoF^-M*3GL5JOL
zH#$8!k54-^31dM?gm`R0JHDv*&FkpS^Ngv@c4?ofTWb&r6+((;(?Abluz?|f-mqe%
zR*#q&6X7eXN9r0Ui{8VNBNIK$tD$K%yrYpR)$kNrOUZPP+&FrSr%nV9`6XVL@m%9w
zR5E@Vno$kUsu;<Uhp~@J99}tnd5A01ps+P2)X-=fVQoQkVtm8$BUT%6GU8i33b^;L
z)wA~?G;e^RU~R3LB0mjdP%wrDqT?VDAheT%Vl@wML2qw|Q9zn~z)RDjlHe8rDg+Er
z1&CzuBBB)wughw8-AC_DZ#;I_9=eLRtl=`Lr#?6~$<4ma*WH;t3wiZW$q=bBd30xY
zJ&AR5xT23%4e@p3a#6or(1t47r5s6hS`;<mG6fv`q>|Y<uX(kM|B45rdvDC|zPX&;
zb0g2n_a=7Un%;cuJ$PsF-lw_T;V1?dxv!}(){5|!;iGA=6&r0}v}=$k@2uG8mm<bS
z7sZ%hbp3#PWxOla+>jfZ$jgy^3Ki|Qz8VV_=!`QFvrlf=CPMV~>f@`nXvMa1e`^1!
z|H0SOcRxzr`#4>_GX{NP_0Ht(ljX;sl(!!HlbeIH30mG9>yPHJ=CTJP`J>@r+2on+
z84D@{ITIl_YM~erhD(I`?Nd?x@Ein*9zyI8*ce2%c3oy&BEIG#PFB4uOw(d(gUL-o
z{$r`Fq3prXQpq&U03xCFg;bcI7(^^f@;PnrvOK+XN1C|M-9;LZ1_YcvVe~xCG(<y?
z4<u}T9l*$7l-!-(){1PCYj4;FI~jt51q1YodM6x6%_ZLkn2ynT?qjOadG+A9Y^WaG
z8W>e5^sOSvb*ZX};Ui^~z+l0Zpur$fC<XR@i`CuZ7!l7!ZCIuwY&1;BW@Dz=s0qJx
zF0LCGrMJChI;@=zX+~ycL>aZ#7TTta!yVRfk$X-$I4w2}b*L;2T3e%aq@&;2;-2oE
zP4=-aIvLW3%bwz~KYuV)IP$GOnqSIWxd$@kpN;lUFRMd^0UW}moGD&)#Vez8F=JxY
zliBhy&@|dRd!!9*?XU5?kMv?FDbUx?pGSaQy+qdQ{1qmQ0J|=ny>#~Mh0|y0R1}2S
zIf|@LpMUxEnbRCE157xF>xHRx3T)S@(=WYrhLe|1@s{%wj>PGohr3RI5>$>Oy$E;J
zlU)cc;Y2`k0qm-8GIAB;MW%{E%1f9q3a;1BMVIg{+6i%W;#LW7pQ}$BKUZ0TqxFl?
zA(D(iq@b@pzwktWp}0PuEeh(3Y2}HsI#FB*FhPbPt-km?m(<^V_Sr9f@#pX2fN_3u
z2ny}l=brt-v;XLS_`);KJVUMIwd<F=L`_Ofk4z!zm9&bwo0MviRNkuAb|_SBdIO~(
zOdgv=qSu<5FJHUHY?t<>m#@5X`r-wCnL=A71RKi8H2sa1K`3yIYQyz@Yom9j2i(2R
zd|ho|0{&W?=#tUd1k}_$-RYSoSE)mW*?p}Dr}&0uF)dB+Q12x}9eEeP1-A&G<~ap<
zE%RX0n7?~^xhGLGE>h)F(x!K;nLYmLNf{1KgvH}QiQUIuuu!Di+4Bm`AiO?efyFS;
zB350+Sepp*kGE$$DCYIx@I0?KdlyzTvoS?#%~U>etll2X?DlQHIk^3Fuzbr_xn;}k
z_RqzI?*vpAJCb}<ddC(lY2DKuKwqI)<ZqgCho<P7Ho0YD@0drP=B`U!(kpmhI@2|i
zi-)YP$%up!$<$_lxTwtUnyR-v`GcX<`p`mB8!f8~ymZ}ky!G+!-=wAv?pHtg)%X9V
zYyaU~{=M)1`fvQ;$G`He?|%AA-~6qg{?@Pmlkb1ys~`X7_kQ%R{>AV8$G`kflfEfh
zUVA%wd%GlEZK7_XxbW1Q+uEC2+8P?#8yZ@LX26D)8x5kCR$Z^gu5)!Xw2Fja*o}U*
z)@64&ZJx!+Z~_l!5w+lsE(Oe59e$Tlt9K6!_G`2%X|GXBVYHY@qO4n_SF0smM9Y{n
zLY$Bf7})XC@u^f|2}D*+Z?BRX6Ov$}cBPn*7#ggdxhDtL>R?l7)C0!;p#hu6Y6XM8
zI5oRG=MPNJEzK;VyBIa*;w!~ehG}CZU5qV7GKow!kxqtUF@F#e#Y!ww%2rqN>s!_B
zYOYdDQ5IP(XG$1TSY8Ykk2Vf&ZX6tM9I+00@8+F5hqpG%wdzWN0Dn21E~j((L_QPC
zmRHz<WS&@sU$IkJ+pldLZXnopYuV~rW^FCAUP)D|Il}r|rBo#y$rqE=O1gG)`}S&f
zHJ`}lVk@EfrKq3pDmmqwpB|sfCbG+O!D;W@jBkF@JBt|ePtW_O{iB|d0jt&Ja(LO0
zoN~<uM#g3byfgj7Q##*V-$KMT<u^_TY~!=W$py1>MC};T8X5meI;HYX9*g9vj($t8
z)g?xKSq8hYq^v_?x?SvEjb}>l@Jdl%lfk~}kkK`!&{-JyiASe3^iz8#1p$Wfh3hr3
zq#G6>@U*q+KxwftN0;>EvKC`%Vi|^&4AKI5W-|6f!mRFI<d!hrvIxWgd@%eCb_`Ks
zB*cX2XI}%YE_h#zGD!q=5`XGv9twz{!=JJGSB!j4uV3q$kTdjzzC{TR$O3`T<s_Cs
z5<_5Efo_<Is$o8l2kHIMl6WV+mEN}PJssPAgIJWkbbBDNp-Zgm!xi0fQ4!zJZ$2g^
zHC(+*^vjanb!7JjkuJ*xdeam$F@@dRZX0Ry`g=oV0op^lHB{2%_H6N*xpe4E)cUs{
z&-3_GyE}#fwR(4g{4M)I#~&{3yy4w@bNb1zt`=@i5VZnM%VU>!k%*L(*T@DZ3#5$s
zpng%8+3xf){}Lg?*lqL%B;dTjxAFjJ8|?;mVQ^CG=Dh#)eD&7&T!M}g^K#z6_r?Sy
zy+xOhab?T7_r}sM{pilq&uS09QNH!n1WiMHGqwA(_dd!UycMn7nkn5HKmIUw`)ld_
zcf$Mc1~;F~AAK0f-yDjr*#I)oh~!;3=>hLy^tO~Y(%DU*3%mmu2f|kqVfB2nFSY4f
zdpKLZGlc~gst$|>R1|hoJLOxZ&BQ#ssGtN>Wp2_t1lF#J`<1I(Z6Y$)3c?phlx!8c
z3*;;v<&fpL+XONU99g|I&BhFn_5)cHy-qAS#@9THnSq6bc{V~Rl4?AlWd#5<D+^id
zMY0FVyb>eS=hu?NV>nBq%si^JjYzq#azGtnPD;?dTOtfhF}_&ir3;?bOTZ(ebE?TD
zZLI8COqv)D`qS2_NS`;Lq+)<4JK=T20*Bf?CAEx*sCCfUn-E}z!8Vntq0iA|9%^$=
zbQ;}lMmH(tcBDQ^RbY|P&gs`o2DKQH3{nFH=R(%%UDD7?H6J%H)+8OblmWflC#;}`
z4gQoRUiK_!Y)fgAXHu>)QfS`EaxuV9*y~tZmoA>WdWF8B%S;|oUrZbEzAm0QgSB=3
z?AdelTE8sVT+A8aRQ>#|;DB8?{W8o@3Zt1So_PrYMt$^)2ols6G7Mw{LhD5#RL`98
z^MkcSCX7(HP+T}*oO21H3vtDT!c`>aKhMt#a_j#;P*k6f6a^iHqlLkR4C7)PD<Lgk
z*H?%)uBsbVLYfN$OVC<^-z9iioYb%UA}50Dg}y>f335w#i>%^6Wj*^0TI;!Igv6I{
zF4$i}`0H~4CcIlW&A95BFFgB&fAj@D*_pGanwqb-wL=1FmdM&rUs5?4`v$S3rMsuG
zyZc5<>lN4_SFfJCaN*Rsb1$7a^CHDb7+*A#QjbMJRsTSneYnHyf_HagXhPx{V~pPJ
zndk;n19fL;T09nzu?RU8hT;NtMh&B$?EPFy%CL_n>*b;rPU+ZEZy>9z)A<}rIbC|k
zL>Z97+c6!I!@AMinyf<<39+$)n1{Bi;~_$-ffFZG+=3;PQpzT|+SGngCKR;6f@qxx
ziYG$7li}V#hVDp6&dm!+ULNA=8*8_n$u-<I^TuOm`HrP{%Urx^TfIA6x;c>BH>P)t
z@FK<nbcIO9mV0r-ti$ZQHzMblJeF=*135)v!!n=H(7r)|F9xqd&t6r#NP5-g6_La!
z9ohGulC`i9o!xpkSv?*JtQZy(8hVs+yS9}LYwc+2TmSTHe_cw|{@>c}z0AkodH1hh
z^|xG7BgwO$$yUREpAh=L{y+Z4x4-$F_uhQ>2k<2*68hRFKmE~<|M`!8@|XYaKR$W%
z7AwwOtr%ae^wD&*w0AVMQrX<r#N4sHwV|=?Mngwqa~EQ)p{ey+L&uFaj`oHYYM|vE
z)TQ1KH8)E;yG^RTVY_Q_a>747IX^W$Key<1d4@e+yTxfUnh;Ck&Mqno5nyVWoGIju
zE3bC9bg_CO>FBif8B`L5Oa!N@y<e#`DwQUchHSq^CRX;MzPcDeirbonNLVNFupYHU
ztdmQudhO7FWz;d?a}$mlnetM$h;ihP`h)T1a4H-_gVpk@iEt{nQqClEsYnv9DG`jP
zBI$e@YW)^2)^=@sdv#}j^I$bkW7z6;d2PMG4&%mld1I%%zFAyj9C>H|_-K>z?!&Fp
z>S`{(R;ZLxg-ke=!bw}nm(XvS%J%B!t-Zs0N4Fl5++W)(uT%@MVlh!%39qadYo&C7
zTB2$iV{MP5S!6M`63yn4g>)<%UWf!|!;8~FKW``f!I@BmOXfq9zPZt%ai3?DA8lc7
ze$+QSJ~K2v=bR6_r~Cu+A@|rUa?9o%()%MG-?Vvj!aU^dAM*8krv?T`jRUT}elz}~
z++tVijS`bx?jF;SS|1in0EN{pHQHrbQ;*)#14$CUYdp}ml(t7po~fYG>6LmW6mwB4
z%WGqcyuvb$`H8iwSx@8HgvkrJGM*pl->JhB7y`=O(-I(H1i&oAVxD;i$I)QDWaHW5
z$G#9Wn5~`IKS?u;4(u<LsjW-)n#zdc!tQ`s(M;?)x$a4>d6x1vvPtA~T$A`+9i+=3
zT5y8;f<%hmW9-QHuv{?DCv>wh4MjgBhz6&77qk83oqS7@#k6|!(a7D8=Qkb?QFFGi
zq6*|RJRbUUip;LDcAtl-f$ClR+5;Eyu>2vM(g8d%EHZzNerg3rq}mtAs-vs=)K(uK
zQoc0^@Ht-VBk{iRXtsPjy7zQx<37|mNqWcr`mf~HA9;!5zxmy*{kKAdtl;F(%<G=&
zc2BeL2u{C+(Uq#dK}kQzsL1F<pR~ItdJt)-*^vc0z9mx;mCoMQ-1Q3T6gI`9Pb+sm
zj7^70p!M<DNb)n#gmn+-9=mMw;r!Qsc>9fSR^I;AttY=+E8m9Y=v{v>bNqhn&W9^U
z??eyY4(`6`-+1gV-kM%6nUh=2^~W>YZ_Z^8J?Xu{(y@<TfYCWxMS5sQ8V@L#qK3<6
zVRcb)ZFoVtR0N|ji1aGmp2{6~m&=x^xZW`-SD9L1^J=UuOz6-sn00uYpwgr|7A|;N
zAw9@+xR+LI!uHU2A*AuwXZvGtf|>vs)5he6JCL?S%C11p5-eJnY2v4?Y!9tJo?Ck`
zS3aK2?oJ@afTl8ML~^rH+vjM34NFD%WXLcyqXg3meyv9>z-+lASq4QTGkVXY4m_-?
zuSKR3S{hj=>371+r_M=?e#6>gun6=FL<S{9_*67|Iwxdcgb8#_hx)jm^Aim%$S1-;
z^1I!$z2=dwp?N0k_>=6iDM$U1<&q^>vf*dKyW`Feo5Jep;7J*FE~^LgD>mP<eufp!
z7%*N9rR}(Cj5WhW+kD(SI;WWk0Ps}unqnp@1m_s(@)8DRsJC=oy>|W*JDMyf(gA(x
z?Bz@6XzON^k;O*dUO0CKn+xf6MkoeCfSnxBx`cO6rj67^zbwG&F}_IDpMoO+!W|z>
zm@~d`0;PWuJXf8~CCIQkvI`^^C5$hS^5R5@&DW*Z=Nb$p_POyTxK~Ii)RiE&PIC2v
zdiq>_@qtJ$uH_OTzE!{c<oqP7#l^y<MCegxg3VP|Ty?E=Vs;4^qQAcQbIa>l^ca^A
z@e<@#U3xwHi}MrjtA61#zxWX0+PZJXIFkSP)+y9(xN)_$^%_l)B2hzo$E(dPmv1y&
zx_14-)mP76xOnRPc@!75l`mXmWJ|;N`BM~}QHUUtfU0XB7-};)o89Bx*1<NLr<Fy>
z;ptwZqZKD=Hlp#bXeO7%ky4-0)jBZJ?txt&>17}o$jBE`Di(Q`vg*3QrRO#?5lOtN
zTfL2X8Odx9D2%VQ_FSZalz%U5>=JOLcjMwKr>-}iMSb09I!`2{71oXDa<AgmK7e?Z
z=E<NE#f7CtC!^2b10~fn)sx;dXSPj+Lu+hRQ#dpROG>ogTtb}K&}a5+nSE#BrX#b{
zSGzk<yJyeuTb6Uw*LFL`J9%{p)_yLnoQR57c8yB~wQspMw{IcnMR1p<Hdbs1v5dg1
zj;iA|{n|ZeVc)z$a^tpV^Wnt78w=rlzdxzW?O1cW_R`T%<!J2PPagbrLG|d}y`6i}
z_rCS$uV3}IT(S@x%vPt?_WxcX^ndn~pMCiL*T4V0AAaYvU-{_04?p|HXMgy+fAE+8
z_AmeKzxhioBkgNVG%t6xP|)1b$r@dAyQsCJv$?H{YMSQOR_w3FCIVpXH<}S(#O8Zi
ziRJe|ig5QEq-`CjFHuvIz>Dba_Bx$YL!RJ*KM_q$j!)0dER2qfS&e3EA8;^}(_}Vk
z)G7cjt*y!)>7?5$>qL*qRZ^v_N73Cb>S=3J_Q1fG8Wf5?xx%PY2|%!}E}ghn-pL}Q
za7em3nOdsEJvy1hqEp%XbS}1wtkyxBZER>{ZhUIiHxZf-#QmY@VkkHpOvehjR3*1k
zOvf<9^2uPLkSbJ*YwMMbLMoe%rt+ymHj!H^ZERK1V{6PA*Gg*y<7?UCT5h#OkiNLF
zT}6WdU)|rXuJ5hy?yc_Da%<K6YPC=<WsA8~zQR`HN(tx$mka2LHEy|6$<%W30`}Tk
zsgjGQsu_X%nondB!DK3&DQ7E*aJrJMr9;`^LLxXHT?u8AWYZQCiC`)k&StV}(Qs;N
ze0*khd@kUdoOe#lIp%{SV>8Z)nISuH3Y*Dn)=$j2hkWJ%r+ysf+Nf>T?{#|2HV18y
zdc8rRH^>ZT`NV?VH{XZ9;TjV&d^A|aT7$%7(RPTM8k=~v#Zwgwe1$+fSkx|On44I!
zAcVk`UppDp&BgoBU4o@E-lH%O6z^bV3<GK+1WjGx3uwodwIsn91yU@C2}VZCHY{@Z
zAjZSg67h6QxCqM&^+nK2qHXST^iXoGFf=ly0zC>8)Sscp&`Q3G=XaP7S{n<oS0$S3
zOywYvqR^l{xP0R2Flxk<!2Mq7r%4C%gk8m%xMm`xnTqL#7YJ5~3A)GEjMdwNyKjvg
zyzfhF8tJQL0!W;GDk7!PY~zu;ddI%9(^t4@D&Df>4$RT2iU+Rru94Lq@XoQC4x&zK
z8|ej8!nS(Pxq9DKyy@T}X#0)1J0B)*eUR9H)4!C}<oBHqK1uAqJ-78_=B@8;-h3|-
ztuQmyE){g4ieV}uhhaE01M$AKz4w(4@hg-905)VQF*wmPI4OWt$Ci|?$*#ev?%@R)
zdWN5x?CY(suDt%uEFu5YI<IZ*OW8ic{3G+dnO*ndijG>zul?ZY-S2Ea`Q_C|pO%il
zn%H;*mvv_I;q>Eg7I$6`>^|`)YOck!B}~CkiP5U1csx?MH&MMmk=k{VRg10K(E#HC
z=nzzXOTraXv}U#YdW`P&3E{UlklFF9Y>uS2y@8y4I@$+2SH~zsd7Zx+txOn4{F$&f
zg_$xbGJE^=*7JbNhNiUaL>OHnq%unc{JCigAl1fw1JK!0&b*wn#8(HwUqFRruQR<n
zRJ}Kw*&i+9ux$_J566Q=$9SlJHfdusQK$*9wG4PWBUSU*l7b~f@4U9()zgdg(h-wG
z;N4)lO{lC#aUJ_q2<Ouk?h!HKjMZF;jbWni<I8H2@X@NB^7H{8dnN6Fc1dI*@LZG9
z*?2#Si16D|-ZdT9&j|!w(?X_i32IzMH=9&u_lF{@wqV6ox;qnDwT}nYlt2mK+&SsQ
zvSuP|a!n|hy}HJw))7d#z3?~e<MOekzQrUnCRRnzX%d%DGPa<a4Dxj5268)}G)+g?
zvBj4oW63<!=$@n%RCK-Z;^ix6FJ3xx{v0cc!oU&fb%F3a=On&fe);Sv;lKf-7>J%A
zHXpIPAhuH;BtTQKyy`)EA=3r6>xCCjzwnZvuLOL=3!DfPFRZOE<8BF(jHx18>qKrL
ztB_j)WrDGzFmtTOz3S`;%r9a7SkHF}!$j5>>xxS-tm;OVknh6K`dolva|!1s$8&<M
zRbOjFyw#7o(8A^tG#I+;OZB&$AgBZxhV=U4^Ct$^iS#=0xCGDZbJy#+zdDZOS~6gQ
zfreT;$%cJV_|gb4`h>2q+;EZZjF*9_(gAvzIpd|5kzVI6ym<QT3#VTG%IPyNFmPlm
zmbVu#pQ0gDroN`PG&x5*EQ5dtp~|=FEVRtGI=vlQ(+#=yHG){MCPwE(qjTUOZkRkR
zO!tOoyGZ6kdkE$=m1Fjct%#G_9ap%hi&b?i>&C*KrF>{B6Zbka4bO{sQFf#0+{Mc;
zfvRikdIis|q51r|3oo3%@FD^X&NEH8jqMi!Gx8;Pr8X7j9xGbTX=WngP|gr7Tb8oQ
z!oDS#SEY9h^mi|$<#c4T=jijZcU<obqFi!Mw_H#Z4lMg`dRdbk56SF45ltm6T^DIV
z9h~iiBazuNjru`^$(M?ng$$X59yZ(^K3FTgdMix7&eXc0eA6DS=$Jn;dA#@4(5-iu
z%LmSANnbh|E*=h-4n2Dh;~#$O!~aTC)ee?3>m#p!xcOgQ{<pllb(D{$2h)}5o#Xu9
za<l*LuKL+O|JnC{?fZZJr+@sLKluK)zxl1-|Lx!Zqu>9N|NH;?f4=$YuTX&3+St^1
z?KOHB+8di&8=5;?I>1Q*H0Ww+?{32iYie(7Y-?z0yWS*&65ZY|74`IM4Bc%VI*E8>
z!0a#?x|&-%8ymWtn|s^Z5Kge|7A9t6OVO!`sga>!x5Mo;TcNEE8cjyEmR6mX#zv!B
zXYVt~y2Rp+&hEBOox<4LDUpeK&{{q1Z6Loi_4F5{R)bQj>Y*&MhuukhFsZ1M&O&h)
z;j|7+Fw8WAN)DjaWwEjwIO=ju3=M$=TbiCD6~-_$v7AUnR-(aJEEL0o%0^-1Cs9fO
zD7LE`3>@=lr@~q`SuA3RRX1zJ+Scm!&7Gso$~wHS?dtAkc?*ujT5<K^?FaXd@9)%h
zfUoYaA3##wscr1l*2(I_`&uomZvh4?BHp&PYrE^E&5iP2HMhQ6SmVPh=~6n9F0GW}
z%dwC@5(>nkOYzWRteh^b71r{p^3v?Gf65=23C&W~jTN>KipMg=;#xex_dbuNqCJx0
z?#bz~v2m}*Gvu(?1}y`w0jJmJUXD&WJ^h{$tIKV%J4_0>RIk-(luE5yZ3G!+RJukP
z6fzM5<|(5&MW*VI$$R8-si6-lTW?QKr^disQo(bXvX9tvD+GYWqy@*ox5x{2HL>>b
zC3KEb09bih$x(4mAO}j7ZM2JLF`kCTmh|-@j?j_EfknWekYOSNDJ%=7Q9z%lv*CG@
z?&<n!TPsN(f5t*dBGWe#Wdoy-qwvH4oHl@L?W~t{qtJN91XIA1FEj??UUlA-JH6vs
zNcXvCdIreBE@J!lk-&-7?6V2xjBF!n?A{LitBohF!}q+^yY7WF%Z$3Ih|)FH6{++U
z4hh@S(x}Pb?62M%NbmG#_GoPEn_rPrEE}uoLnSrfo$P^;v={;`v)8|R&jsh9eA{>X
z!_?i6Qq|jI@l_gp9B+KPu=Qke^YxjBpB8rBm@D3N(U2S8><^Z;p)y^%x==|w6DLoL
zCTSMQuChmo7~^4Zcuq=+n@E^tsDm^wH*nAN+Pz&0{q@4(<on;-*m)8t9eT4n&g41~
zDIoA&OF3hHe-PRE)$bi(d_DTKeE*kn_r9JvczZd2;K?5jKl!Y@|8)80+p(pLoq6#T
z#YVG&v6kK)tlpoBZ8%r<oJ*y?NX-_=TE+$8p$e7E6eqD?xwz6dG$)&kXqf5-(#BBE
z87+@M2!a35CB4obBH&r#^qv_h;WS|h!p*3W{;4j)_V7k<I|;WFAOZMRmt?Gift+QB
zu@$=4a@pgVks!T-1$tEk#K%(J60X|mrYszJgJtJT!n9nlMXGitGGxXymS)FzFQS@1
z<wBZbChCx2)8MCFW6zN-EeLF=JCq)|eHuC0WMnU(dOTe`n#vtb=Z}1a<FUfcvAGp}
zW|uE&Vik07irojHNQj9c0A5M~gnRWozOG?0WrZw<&ZPcw^}&36-M*Nk>dunfbXM<A
zm+#HZX9rx9>=CoVFR(}OwZ?;5p^9r(!|wzu1B@^^MkcTWqu90@D2a4VAt0gG>MgCk
z^4D~hCUoG+)?lbY%ehq;TrMl8f?Dsq8VyD+4r>?m2O8`g>g&S!*GRBkxq`=a@vIQJ
zzi^6_7tt>eq%1I^!N}F4yM!IaI=Kt)OK`ei)T6RKfBV7<r(o0zq6_tf_ay-81>@`U
zzQwx1MbN8`_Ci((+=;sSI-yJ;y6VzPpiBt+iFM2CL}f8stiOxvMMA#5mWXx|GVy}D
zbt23@H?=-jXad9@nZz)${#KYOehH<7=K8s;66Dr1b)ALR^@V4Cp}|mA&p!LP#NxvG
zhd*2Y<b1YgQD4H>{o)q|caHA`-|V^P5U7lBk*;;0?@P2EoV)lUO|nQY>JLy~SFh1O
zb@qDGdEUO(aOTQur@5qC@`}mc0_n>>45Ye|n7z~6IXK=my{vGLb(tJZR(H!(P%<8%
zm9>k+`*=V;Fxo~83~Z@Lc7>Yk$&e&g)#vxX8k>p-Hh5pjRl|Hjn%+Wy8CTZzASPDt
z4{Saj#q<Bl3(sG@cBZNA;^nKSTG}tYcKs|0@a*{)8rv>(^jzsyyvqHJ#{}FeoHRZ&
zgU;EQELH2L*s*wMuN>Rc+eWq^$w=Vaj|F-K)M`RJAE%F_7dtMHm$P|<JWFqDSMOO9
z8wPf8^!BEP_VXHRgD=<vpv<3<vr`EkKf0lH&vc13S80i5n~C}%jj3TaB2TQMvIZy{
zik3C`J=5*?XJ7v$di(A9<+LWdJy<+&S8tE5-X7byoBFGwXy>>R0HmB!9z99?)yw~z
z=QlsT`SfcC58mI{x)sc?`^sDX-N%2g5c<FSv)}&x-~NNoKK<rL@4f#U-}{X}`NKc^
z(?9;#|NcMx=dG<H<Q9WPKwd2kjm<ZjnyxpofFx?|>TK@71nVUFb)%uD9XG6%;Uk=2
zWoIY3Earovw)U3mH@aJz`$@tZY&NZ_?b@}@rY1>eCzV==E6;#)#67$mSn>^zdTcfW
zeU4%=B}DA%QB8>ABHM2@SlDxvi+YS81{$Hf_DGmHi@K#<?Ha=Nt<7d_AH9cql}^<o
z>66JAJ}P@?FJyJQ4Gkvg>>!!1=;_i*du@8XwXe@%Ho6C_zQMuC;gK1i&p$OCT@1vR
zqnT88C5H1wDlD6cWE0D&N~Xkw@nB<b3!W+?$L!ilG`Ch3gww&+;oipH?#98v=F!gT
zHre}HVQqsr{o3Ax<A=wTLT>HvuhA!TT+LO1NURr%)hq`jv2_8hU)m_At80a=(#mRu
z3z1}%9nK4>a$%(yUyetYV!4&V3ggE>Bo#@mAP6HY0_3vsY%G)t`s1-+0v4;=3Afod
zPfZcsmi`$!GXlYs*Xx@cANLLWh6jC1^Wngpe|XS2Htq~3CMITug-GhnwJhc9%`_Gn
z^!-Ldzu9Uu*|if(W|CC)G4{nemAY;P$vaVpxTo80H}&)&#zYo}s?XYM7+^25mrldk
zSpUczUbm8D&UB=2l-K)<gzXh0vuFnJq+P?a8Uz^6#YiJ+6P;ti(~aFLtX1+F3Lo3#
zX0QdCm8CX{jamU)F^DAY#XyR<7Zw?*)Y&*-rA~vR+3ACHAtHN#&GqxX$m=rQ4c01o
z?#2oCEt06wE$7Un@s|qr=$dmeYnV&v5mXZ)Ip0!p!!?)W*|TrdFPlpNIaH0zlk}EX
z@3`-Nyg(E`yKCbSY(A-uRxlr6qW1W6vgD>VvuDWen<J}Cj-<0m>0DA4t?3X>@pWCa
zriI=EP&$dFziZlf<f}cH+<$wCeZ$o|<E&k$HXI-RaCh_ZI2S(sb`3li*^l|OY%VRM
zDwn7~4|=GtU{Q^$M*M6#DgX=zCwLJmEYo>r0H6^z>oj{>2fXd<SCSTkw?ho+>9;En
zzMjFwTG_M*3kKk>Lo>aIrQEK2VMTlI>$$gob@Smjig&&id-zG_;H_oY6sWI*ci3l-
z-g+-pJeYw9DonVddOjxtj1gpF%Qd^An@(!t8#HcPA{FO+QkZ5kElq7Y*k)QtS-b(A
zH$YK1k+VTm4Ph{)u~l!!hUzjn5s)b7w$WKNA$D9H{<u)E_;VBXV>N?&1=WqfOfbIi
zDpgb}=o^TXz?T3H=37#R%UE78vcNLnG<vgp<8v!OBi$>zBNJgggF>(m6Cq&>U~$Fb
zMW2N9t_g}==(Hja@yhkqi&t)(ZR)(N=qE65+_)de@A#^BCO03?-Fz>~?6P*3A^`8&
zBmc^_C${b)v9_3D#g%4EBf<&Gi`W=Tl=XYBi~<OLI+5Z!6HLr2FlEzG3RVOL?^3~-
z+I1K2Ol-XFk8io=bH>H2Rd|&V(pT>WA{CEdy85NV3yS!<cYImz^9wanl$K%u(!NBK
zI~${zz5EjREsabo<l2UA?)K^%WEvCeE?^*hl~KY!V-RlHRUviLhOvxetTnd5rogZ|
z_0o&yFPtazb(X}}%cn5A$aI~4N$7>f@)C~ErPnER7xP5&T0*kxE5PcJVfB?pq?a&o
z6a?6b&4uw*-(M8mEg`jqsa5BC2_wblzw{z}RAJRo$k^BO_9VWziIDr^#=`uuK1Dnc
zVD<50-TvauiG_7?EsmDpg9%rmkxmAVb<u?Y6P&9P^(Dw8bkj-13vtEe!pu>yusA-K
zUW_A8=9hxB6V9=?_)idd^-*Kp_!8a~=A(=_>)!?^z&Ea31W$Vot%=7~ceh?RbN+?1
z7hXDb`YSh@&ylm@HBOiKN|*Q*xfZV7#m3h2V)<2x;;PlzrZ+d*+_XP5o1HCYR}1(r
zmLKgy?e?KI`v}OpE{tdlcE*kX!MqE-6H8LcfLMMs4L0}L8Yh=!)tf9wJ5XPlO{yFu
ziz{;QS?LX9@z4@km2bU1w)=EOZ4x>=kbi6%^3{3UDW+QD)n*c3n(IA^E0*CF_f#i7
z8@)y2%Lpn-yv7m`c~n(;%d+{9U7LaRN2AG2GkcB<K*yH4{b|{3lol|EHw;6OVKSH!
zfvhxKRhDiWgJmUKkbMI@$)9cMyim_Y5T<R03^oxafZ97U2L`asG1kp5=gPIyL(`&I
zmC0s*tOj#NQ93doz3sX6&cwa<ma-epi6ub&#??Ec+Ycx1zMFjV?%fk{wRc=DZOt#n
z!GcN42cz$PeEYvCx_)utowv4bK203H9^JV&SJ;@`yPN&RRewKD{@{0i_b31CU;OMR
z|KeA__3c0YeL;Ht*`NJyzx#WC5eg=0y`V=6Ypb=PsRi}*8Y9Tg&SqRMQFjaWS6f>{
zb2m+EU0sMYSgCr6xVyQ9Y?!FEok3*N)mN`wzQPMOtH$Uy*=60mH?CaiXlx`oMj?*F
zWMx0mW3!WrpL7p9bjD%JAcYUAUWK|xIyB%>iDeoohk_4mzIH<|R{|O9>F7ialDgN5
zWnTNRTB24;6dH+=(jsvuE0DdCPLa!Emx)BeEK<~|qHRY6Nvu;(U!+Q5?eBBKrm)$j
zMn~tz$7j9c^Aoe7#b9_bkP1bzv2-Ds$MQ<kLj-Z6yt!G~S}SjERJN-5wIYFeYO+^1
z54QFXc5dC=yR*B#x3_V)S=l|>I<Do3)F14u?!Ec&>HVAcxT>71ZC1BSEBVz-H6MdJ
zv07z=GQYM_*xXv(hrha3T2CkP`3%yolnSTQG4lU8(5x&1q#}uAC>jq&1aTNiVS*)t
ztdAy&nes|F7F&))qKP^GbZlkGzcfERF)0+9kI%%T>AA_7QI~tfGwyX$S2RWi!03>3
ze9|@Ia}Illhdd)@gUO)L=`|=Yt3lhZ*Y&xE1{|Yw+*n98vzBOf%CrWt4B^||+11r*
zvGpkx;@<8KtzOC$Qfm}BM(9bjF2rf=G5OObNb-m=hAA+w#sf;<q8v|*tTOpw`zW);
zb_xoa_>kkm)Upgob=FSCQk-K=V0qzzDElFdwUG5<4n<g~z2_<rFj^y#AHs^9y9>rC
za92{Pb<|ihnIG#gGzp1sQBC3+g8FjS&gd$&2^`h6TyXibw&|EYRJJXw^uc!U=Xe=t
zA6r&CC%Zj!y?9~-a&U?mlG5G?`?PY$b@T!2fq)J)t9OTpazQC%1v^s3>QT%m*$?Vo
z$S7RXop5z{pd$z|my&ZW0*vTB1tOqwZho-1{bcg+UH{Dwq5w|w2lmSC(GP#PxAVs2
z!%s7Bey6tc#&o2n4cAmOkAzp%shxgWYlX~zNdx3CRMsZ9c_<S+F&Kseqn#Ye{u^u<
z*@oLW*n46Qh`Wf;y8U6|?eA<Hy&Yb??Tgo}tT>@0k(5C1=i=)9x58Ze@Ee7j?*$%y
zntkv|Zu?1K_3kv9irm-XTakmO(c=C@tm1~h3T>6&^Qa$~wrQFvZCC(;Apqu*w9EB{
zE9TS|0t~nZt9;JcxWzgwVZi6Z%v@BP-NNXQy$Ot_{y~CR><)B|FKXT60_TJ|_2iOn
zDrjJraAJw+b1#2r0)7Y&{(Q(V{-!=ZrR4oHF;*C?OdA8azQwd5R<*}h`8(Q178DL4
zMW%C40~149J10Z^44_$Z9AECk@6uv|`2f{w%|o&QAG`>2tm-Y_oXKnrWAPom6+w>1
z*Q{(q6mJe^_C`uKeevpmAn>@m2DtOk9wp+A#7h8HCULr0`Gjjno{;G|lW}Zbq}SxK
zjv+fY!_;M~*Gm>|+qM42T;X^)1Y<LyADm)?6*{YaK56AUoQ~rY_7VwO$`AOntkyD}
zVL)s{H<F6f+C&-)e*KMB(Pdl?zBCj*P<W(zsN8}so7*3qiRoC71S*Rm3<Qrd$}aKM
zF3GEmAk8k?4X>X$eTwlJii?9GV_kj0>N@q(OD~;zkwX|Y3icQ8qqP_&epxs^x4C|<
zzED%bRPjq_s(RJ6z?iR#D*+rKM87^4SAzQDW}ojiqQvmKPVihLy96d`eXuB~uagtu
z(w}F&>fV<ievn6XMC!@SP+1%&>gyNE>f}OH7D`FbQiA9@dHcEaLQvs=2^y>}z4*5H
zj?bKZfddPRu-54_FCwT;@dLlWH(1Z}3*XGicO!gP{J{KX0Q+MJ0@Z)%6#I-Xp1pwj
z`pWrBr@#q1Mu1DVfbc?nnH=qXmPVuqv%jX+3nK9=GR+Ooc+a4>!#CaQ9_?@pbq-BP
z2fZTlU?x}F*rI%7Mr0dmbx(8+PmwtkO$FsJ;g_-ogT2W<+6p2SIcFacaPh?hOMcH<
zICT0miu9&6vt@&UpWai4E9%rX6^(=QDWzbV>8=58z21BlP1w?PsU7UR;ws?;%C%ux
z%*W-6NjbM<1slv)q|BjBZ}->k48&IHBh&C;WgTjv(kQa3UM?y_6_{XB+Q4HKB8W0U
zl?A%zl9H8O4QzZq3AbdOL?pjz9qF_TwNYk7_}@9!0ml`X29z@m?Y-LT01p@Vx(R7^
z$AIq2?V78%?D<{It#`(rd?Q^w@`dw;RLzpxb*^k!YBybv-mM{)KK}TAaecnDGZ|#X
zCZbGKO~;R8CnD<OkKg?4v(Nr3LG{r$-Z*$1*}6AXIq=nvChxx`e3HLs|NZEDKlr2H
z`{V!RkN^DFzWr-|@H>C_7k~Ee{`}AW@;86<TV}&RM^ifsjIGz3Np^8Gy?R5^(IdEC
z&28u_L{wL6TSrrixDzGTQs>e$r|N29eWam97&tbyb|A(YNe^99ixoz-VbJPgHL|_o
z27^dZW1|Ytgj7l=(UjZgb9l#H!zxBzBC$!OH>&igyNMw$;8rsH!wv_rv9=pGh?zBA
zyMfiFl`3s)@9B(#Hit<I<Vp{CpW^R+m2RNlq-1>(0Bl#gL9J9vsO=WRYbBPCDpSJ;
z>+c)1T1ZEYI0vVFQwXr-Su*+a;e}<=@|na+HkC<+<Ke|{CAYRp5oC31XMGPTwO)o-
zzjnNTdw1h#pKk8m+lO@-cC>qYXYHs~*jg{HQ`Jp5(c#w3Ql^4<BS>FKRkM+FC6fb5
zv7TQoC-P+YxxsdAf33K+n%^p<Dg^J-v2-SpM}uK@Wuj@`#sb0QQY;aOle7;7qTxU+
z?2m-~!BU|ZjfH3D$AjQJBB4|y7F-O>jZKX>Je~o^uxrRQKq0xwq}H491{GS9&d{gp
z6U;6>BruIiCRfT7a*0YM)2QVdrCi=`QBN=1DHJw9PaWztJH%>zuigORqob|4kpZPr
zB~@u8X1m5{lQ>6Y{-kMaQ5P;ccorigO*tSPe>^db%*lplq^xwg#(H>iWbi~2F~NA1
zxlP*FV)1Fr9$H%1(NmGkf&Ro*WOzU=u|w?`RWQ9GgpUm4zz_p~?+fS&R15eBMq1On
zh?AnnhUW=HsqqIG5(NvcXk|EF^^64=^r&s4a-FT421b+s!Retnu`j4x%o-D$F2dUY
zsYpkYaKKp_o`q{FhMCDIlV!tbt#9w`;ms#xyhn)K@4w^Seq*R|$6C8@FW<7qH>gXq
z6>i$oyFzDfa+BnFfBq1Vj(zQsqxQ(U`NX~R)C(Q))(6W6?*#VWS}YvcwqKw4`j2ki
z|9bTHN1>;`TD|!}D7w}cD9D3V^~#PRSXRLBS<I>;s|G$N55oSeoOD@c-^|0H*AFwT
zlP7Vlg(v7{w=mce)*-EA@+Z4Ne!c!_@%9JtwYyV0Z!92?=96qdX#DBESk;o+us`^E
z>d~ipj@uu_AAFMEegXtzWHL-D*u3||fBXI9&O`t9!}-0Z!HtK@44q-@GnSo-YCN;O
z&WUbHc_u<?tU{c$si=G@uV2ddFRYl^k6`pnxewjeSXlgh*<B@zf(A3W#n@Q`!y+>0
zV~Z-*E=Uqm&=bl#f_Vp8-8~_J0te|ASRA^`HiSV+-LS@=1@U2H#7X<)*fK#u62dyN
zSPUPhQ6S^u{=p7hDW-1_&yYqqY;<s=!})}sNhv#n=}q6xlknz)`R#`bYj^$G9q)3^
zSiVVlF<YpkrCUDM1o)ieLGB?+_A+Lo1~z$_1ET-2Tk*KK^LXdjhLEz<iJYSkVlml2
zAMc}LQfQ6$K~Ex8$ZT4NvSRC#)q_CM;9bVxf{ouiIEC~z(Con8rFp1FZ)X#v3A>V#
zN~mtj1rrVC3uz-e6v+MopVT_4qH9T_z9!RMR~Z`lO#;^AbqBQ(EP=A6A_U>G)_V3{
zV;NO8wqGTfbmjUbv4%n`5!{t4ubx9<oPJTr(qmpxfz56sw640rC1ko@enEhD2`*XP
z@)A6*ue`{Ctg45*>T^c&TtaS3P*#GT6800R?s*<4#0w~~dcWd{!G(O`Hb^xAI)PxT
z+gF0FsVlC!-z6lzkWWI6UJzTt_M$Ln6yjTgDy!?I`n$hy!%jRggx1e}ErMR$_;bZo
z_pdk?959me!U-mrpxI6wFw`O1iFq72npdx%dFATM{E9eGVy92PaE9Y7>@q<?@{OH*
zS9Kpu5McZiT>j#VUw-*?U45N@;q<w$baY>ykE(6%wt?X`GF|W`%ntfYFSU0;yhngt
zAdc12amiq7>9;kFPKunvZP4#6t}gW0*n)H>q@E3_b>;@t*C79LNl%S+jLr~Krxdbh
zCIX&LtkhrAnPE*gV4CIk0VemCjt6k7*gEv5RT$~fRpoT7cVv-0MDapO#^%oWQqM#H
zRCS}O|3-)SvP5;2jcNKa1}8g5=et4$ULLBJavB~npm;?qnj*c8x1H%tusqDrdzOpp
zP{kBm)yLK}vveM%<f%<ltZK$bRnt#oX`mev4aUcU{9-$DF|C+iQK7pumIkVez}?SA
zl|<LPi`}TN*@z5b>GV=d(J~j8=5}lqSco-!Ft13}^wneI;hUp(KUli;PN2Bsnr05W
zEG->5kKdlV_fDEc#rNNTf8!_^FFQjyqkl!el+kY9o_OP<?ZZbawf%+T*9(7DS$+D0
zPj5e|Zr+|-sX6jngOA=XzxBcWzj}keALrlyC*S|ApZ@kg{q7Hb{2M>{i$DF>fAMGk
z=HLIX|NCd(`mR!{!s!z55lx){*HB;0uU&8Fr2y7eOFM>GZ&x?@E?lqnrlw9Dt=2Z`
zo<$v9S1w#`X8*BCFu~Aim|!=qy!Ps)R~lctW>D$+XvGnWNr-jcxZc&&(A(Z-)#x2s
z^Wwz(wAZUusEwL_d%vZ#xy5c0;^8hszlRsxwgH#X*r!nWT*GF)5kstBsj=$%kXyh-
zwF;FKE~{8BX9THK3yKR7*U^RmBO9ic$l$dKWs#H<b_!0NMAWGUbD>d_Js)wpeD0wc
z-{joH+``mCBoI!963H;}_jDqhOhz-gOa<5LaOe17`v@}X7PUl0N{IG$w~ltVk2lx$
zj`#0S{<yb!e6(|GdzD6^H7Xq+9lw6Kaj;gXt!66KRH>B6W@E|qQY{xtr^9iO7s4&e
zyPMTL;`clC3dr^HMx{`z<SJ;h)!bS!vt9&Qkt}aj_mh!KJemzHr2=!Iz}#XWu)uc~
zjfQZ&#+frZhyAkwCY7_k>A8vdQTM2C$mi&{^ec5vlf$IL>@unmT2hrts-O|FkDbx~
zkGuB_ZahKH{60CHv^%pi(=$Dt*vuIuNB~46GKm}*K@f}}2?8WQ07M`F1~BK;WH&qa
z#GM_@M$JgtP?B{)x>H!)-fC|Z&%QgKd}Wod%2jri%eGu~{{6wx+IQdl(c6W=pg|A>
zNi^{MpZ9rxk6fjatE6o*er_sRhu)~3jQ03~MiN<+KRO5GDqRaa3WcIg-od(Q3lV*}
zN^G*oed92_olCm|(E?y(-@=wBvgXJf`En=2>4QEN=z?hz;3E>qkOZh1>g;NO<)wE?
zyN6A#X?IsIGaWoDoj;_*w(<nzFu`cD23p?brte#!HiIZ^V1bU_YTg#f3lU%*k7>bg
zGKh>UJDGJ7!r{u%c>+HiLz(*~_*ycpmEUd^L{OQgPGzJZrWVk8kPYZ1a#o(~(IBrv
z*`wb4=^!!wiG&e>LA;6tQ5$}~_^#gGz)|7ij(PjJ7b&&<9AuMq>BO{rPPogPJvJ8}
z*tjNhKpNacJ~n@9V>@#7(y{ZhXY;vhgSL)mJttqEI{A3!`27&-h?kw*k>iv9=J3h4
zGcUeaeg66C_Osw*O3nC^^0mZ{KDMcy$tlO;9lhh|5OH9xBeiE)SSRi8V%vy-8Mx{G
zNs?6UMn{9azZFm?J{WUJx4$(}biMamt4}et9#7Kqm_6_W6Ub2&<&w!wM|R(H^xiaI
z_wv^gM<33fe<ShW)5YS$F<eA;CFb)M^8XLNkve!jd+;K1{C+&WGpKhon7vKYX)}wK
zM6fswOeuUJr9Z47ILE9u%q()PXKK*_nAG6FlxxDhB*DcRBdZhqrnKxlx{=UO%M{^k
zH`vnof_pCSLcl<fh%URZ!tg&WUP?3DFu@G=MvtFNubx~PuGh#sqFOPTvJA~CN$7#Y
z!ZMm)@laYsx|khFmMqX+qz6YMhOr1@iF`X1cwMYXPB1?WDn}!oO9#H_iXCf<>Tq@d
zg+O}03c>|vXvtysF*hMSC1WznlrywM2arCJcl$#|Qejk|Q|vf8-)-@>G1Mj=Ke^DI
z+3`hk7M6AigAGn8kzOOPzhXLc=}fk3G^WFwBB)RGaEGp1VXW0VnpiY&_$0v1=ufxw
ziClg$dk{lm`OK0&n9;LxORi>Qp8PXhT!YEcge}a$g|@5CXm6sd3M-76JAp=~v6LEf
zx5TOexp+s^gQ2dTaeZTJ1!?%ZW$)6dO2;KXc2pM$d7K=$_t3rYyWV+I*kok*D0p0N
zu;EAmUx<5M=j{<-oJ#5oA54hQlk!4_2(pSLML{%OpMMETy*9oCeI@KF3MWB*3G~zw
z3bkZvaT}BsS6<)jIxsJoT>L2w8Bt2ax46wOri9m7dO?qsJT5_5l?0XGcL_2~u(`PA
z+WQiOR;frxxVO?H;hf9-ck|{O^-Xsgn(vUyqO$YG+a%NkL4_m}?5`WIbIsdtlVTIT
zG@m6r06`84h8QQlTW)|<yZP?dZrvei|N6w7ZaS_RoRmx_I?2+T9ZlF@wdk(;cN^%O
zZMuU4R$UTc_TCn~rB13UM?Ay$^#+u{SFN6={!#J3s90^Ra`d;F91V`%M)3IFA?d)l
zB)Fgqr^tLzj8)a`5~h}Yqpj>DCU<me7q+zr6lCyn$}vc1d_xn;2n&qN0ioqn>x0GQ
z4@o@3Ee>`P{i301LS<M_^66v;>p!_8>s+C8c1bn2tjX@{mya!LXU>&V*VsH`>lP?v
zmY!x3T$w#{V$+n|>K>gVmf6xGxhqjXVrj5?L0DH29wVy{F_rNpP}aUl@?DKX({Ko>
zRfVI-D8Iu$Bk>NmSiFsNh;uy;ES%NidW}b=eIuf9T0wek<I=JJ)W35zxO?SWIrbDz
zyy<OwIHO-&cYpSqpZ)NMKTPHQ3(Jnkl6f>DpIlHT*1EPHjO{<3T`YQ+cSp~k?p|xE
zr%#_g|KMW(VLZFl8((&8o{hfz^x&66ZvAK9#jk(w`#<~Bzxd71fA}wc{IkFMv%mg#
z|N7tk{9pdXldG2<h?E8q%ZyZah#Oj(>l*5-YZx_(YU;sxHCER#f&>JC2}bU#sj3=d
zO5D^^TUA?IQB_}Ag+o<a0Sc_4uCk`CvKr~dw7ufaJua)IG9vNR3ANVO637P{CT(gm
zs5HZUJyxT!$L_Woj9!<c+Xxm+u4!+>`$9{|nniYFx4(B#r&Mb@<W8f>s8Mx@vEZ7u
zDz(|v-RB+Z_xQC+s&+(BTNN^yTGk<J5i7(}c?+Fs^;m663Q0<3k<wP7v`8bxe3O|w
zJKa`0<wqlf!!x77(D?NH6zh=b<?IUkkHwX(739$J=5}%CX!jJeYkQ3V*zQVxeS2en
zf9LS@@Zs6P)!vq%#CE8N%meaT-77MVJbCr_)#>)>PJVk64=ua0lFn^V<e17nJbie&
ze|mm=@$~A|!?UMX=g)SE2OEX$;!=^xBg_iI_UvQkOL?$VES-!d=R>h@Fg7<GTa1Ce
z56wsBGO1K5kqq&8hb9I+!y|)Z!~H&&)d2wCWd(ZQWjA!=3gUg~R64Cvt8DMU1k)*X
z>JG%JOd;iWAd%A@Ete}5(xFNF_`JObYCYMlpw=^_R%u(+osu@%q?#%<I<eKQwDl-M
zDOfQA-kcq@#a(ZB**w0ei*0!$tB&kp&(cX>=D0Vy;h0^qObAVR29E1lo#trW+^h0V
zSdC7men>C#@T@^7Q=aK0w~q(n=%?~qFu^>2rKL~G`@5~5T^>^)V&lb)@OgCAI=AAW
zb9rjfHohPrzZgGZ#WWN6X}m2~R3p7e&$e|`f<~vqNXT;M9HTM)cv2fJTJz@v`7>Yf
zYAkioo80kYf`to~VA|MeYiJPPyDn9vR;FhJilBVu(z*Gxcjtv~_vPT$)84}mhc+Gy
zczg~{vqww^x>Ebb^noe4qtBmOawnGMOI!BTm_0G?z8XING<y8r^uhDV^p1V`wExq8
zbOQDC)%UlrzLVX!3M`*{6FcVgp?PjiliV>99-CY3Bpl1cb0*UX%VIjCp3Z1EVnuz0
za+-lDwi0OkX~pnoAOh8MU{c15@ZhBU+4nLpzgRi{cs{vdC-*g(=$uL8Mw-Jpb7s%8
z|9tY*ZxkPV5?z1PfBMP%$=9Q+4@OxMM19TWtz%K`$p_KPPZlq~kzPF;K74PM%oY2C
zBT+O4VJeuY3U`17_NJbRc3((7w_=N~d9wQ>!GxU@`bflN_O$m0^|(FMJ2HPHW{=Zl
z@xtSk;eUp+R+9O|#tO&&xn=uwx@$aY9-cAMjYtnWy$Qtsy4(~e!F#kadBpN!9hH)C
zBn^ZOu(85$Fky(Tx_r}G$P%#eBl(_S+&T$O4!GPHiF7SZ=!;uIb0YjPsv(1m=GeM-
zIs?7mp4#n+6zn*z_o{C~>SkDjy-BMkIl%c<f?hVT^UTc|H6rKS!yPI!{uLu;D;439
z0#P~#=m{|O@eMDci@RcH))i<AL<N02GB1P%nP`*8<FV=NEpkJRZGim<F)kTpofB~l
z4jw<u!C7@|(=ndV22;lHig`M#n^@$ip%bInHv@~9v6LAWu`q%sJ7;U=-JB;OGK`8(
zR@>0DV^LersHS(ELI+D*M?H>BMHSfFyDX~Ewt4&3jk4Q9*-+Wtcfod*wALF0?*#`;
zFusJaJ=Av`Frr;#;|0+rMC-rYUVQy4pi`MSqEP;R6%k+;HW=rE*(J0EA(KkR7Y>qu
zpnsi{5ULk$Aj}d=5=$_b1b0jLtKfqPT1OC9*J_Guxc(QDM8OR!g}zE@d11&{l3`z7
z5I#$|lhU5#-^aRmK!Qdr*>Iefrj2j3%PPf^^7@9`uYc_;w59WyuB9X&6)Z1Gz~6lR
z)@`s|eD4AagSZ%vi_jX627`}?+l_Yw(M6!0GElQal-+ctiq7qaBa0ih{&CVxHF8ZA
zx%c*tN&@gz^tRuBiwlT7@?ctXt;OA7urYRTo{X6X#^ji0ln|lc`bSYm{99<Ey0m{(
z?eR&R1ER^8d~8nU_F=3w$vZ3b-8HB$dLdC(%V)NYhrN5x{e@G|E<{gdk(`=ZqQD$^
z0BWpTAO{A*Qo>zBGo0FqiiLBOy{Zv!i`xW8=_HkfGV0hW;1teP$qoLE(`DZRCXuEv
zm9bK5siCG8uZb}zms@3JR&R5w^q$f{omoYT?0)ZPTVzR{+BU{F^kWOM+(|cSG*Dm|
zT*I?62(IICd3cFYBb91cd2J}bK$w5&ZPb5HEXV-hQ#c-9qu7YOPRG%U;e%%b%g20Q
z{i!Yc7)OO!!|~G%ghyafpImb<tk_Ur!y)N(LcMm>v-fC%Vdds&@Z{;*(=VPrfB$NA
zdv5<Sxqdvkkh3M09TzXtKm13Z{b#!6m*cNbuAcwffBiR~fA=^3=%4+`U;p{P`jbEY
z)8G5OAMb1(D%us2rWSF1b4xAL!^XxMb{m_TYZ`=pZ6sM8ZCW%9HR6Lwm@!t?)|OW`
zR8==JpscJVriJ>dE~}&qlD{&$WGRx5*4!_r)vU3is-?D0&)d7AqqV-SvARN3TP1F&
zXDmpYcAwoD=<o0Ix=nhm-DL4}*~a<?#|MWUSYmiMN)5>+twMvNrIktOmbR!h?IKZ^
z**fB%w3!`US`!(tjy9>Pql4u~1Q?5!g1S?xNRD-B^;*P+q)mu~;f#rC?xr|Wj4IR0
zJGu>em&HmNjag)5D$M#}EP@FJe|2SNeV6nX3y*unz4L<y)IRQP?5`}X<kR`hHDD8G
zmuJr|&z_$hU+r$}gA3a&9<cVfzqx;P_T=j1>GAf1t(DzE3b*U%@x$j#Dz}O|OPQth
z;?^=Xk?Y6XYe$)dWzhGzR6Y}5N=37T`O`7NU}-X7i*U)}+4;%&XeiEtKs3x)G?|WP
zqqEU;GM!B=jSfvt1cK8OQy!<g+hj58%*5do5al~mnhvNPocJlo6>U<bM6Q-;WMa^2
z>NbvnTHC<qO54OVcLrll@;Nm3L7pV818Bl*S1Obum8P|KShu(_w0t_UdV%iprw@mg
z&nM<qZPQupNKEaE>WAh#ClZ=KR6Uh7&K0{B4_#4ILDn)BGm)|9eS|p+eUZGa=xnVs
zY0t!hh13>ldG?p_ThLd$eUs2GwRnrWyzR~*HE%iu!+J+Lfrc?lq7r(10him8-W#0B
zcKc>1(QCslsHl6ls{U59<i12jmgas<<8Aird{Zg{LXe<5W77U98I>6`OXRG2)}G81
zA5ZSSnvHGP#*!NMsKnAQp-!<`TF$r=X9i$C%Z3E?V{0UE?7&yoully0^dZC6pSp{W
zU3;$vx1SGEzP9n$v-fHUg|`00weqlg`NDeojoF9aT0H+a3h_R^-c7^xC;#x|*%!s<
zzp+O2>-fXz;={g`2X4}0krmXJIb6`pt!mL)#P1h(&53Okohh-^6<pNJWYnQ7EV9nQ
zX)HmQwDo2e<F;n-Wpwz01;f{R?>CEQA4RBIi!Ot{??Qd~W@Ib?&M$Z84tgJaec|O7
z#kB{0cwZNvWwxINas1d@oXb0*QY>zIpM7`v^!>S`S0Sp1wyq||V|v0KBXi91MFy0f
zr^)1Q=$nwmH(lu7@dZ<2qi;6r7@IeNfO8BfJtG2y1p6ouHlVoJjOZDW0*ap^tH0(B
zgwYJLnRHh;?--dkdIK6ukE~T*Zf4KX(u`e(^NBuzcL7I>apwSRkeC(+EHI}EWxLYb
zz0-@v%yth0IO1L`V9w^8JYmMLJ!f>-Q&Y)q+MT$6l;LcSGP|CsjEUWW^g%y)zfjg}
za`Rn?IhkAxO6bEPX57gLGP^$j)qyZP>MObKVOzxHY4MIJ;+up9-PyzbsWjCFJ;|Lu
zo@UWC_tNojY{N4UlKW{$kI--==D9JMWcvWFxO`wz2!^r!LD?3KkW*>qvq0o@(^=!%
zqsiE2U+)y$6@;`sw(0TDD}7<v+_E*f>7_?$Y{4=Svrfg$eFCvx#}Nm8F8qiH(Mi-b
zEgcmIFomwcO{KV-CMM{|TCuDK{1-E|&MuKZsBdn*Cot+?7r+tMb4PR*mY9&SFOem#
z`4YH7Xs|DbhL~5SP`w~$m@WS5bvw48xJsvMl~wBcL4cL;5!W9=VhNHAZB??8h<hQE
zP+VxUlKK)v6Zv^TePJ+_l$c<JvAu}lB#aTS2Z(|~6aEvTTcvXxFd<|A<z?X>ISD?M
zz`#d_aW1H@QhztfkSQsfi4CH=Ex@l@?g^=_TW|0KK}}sx8HF4hm%07xUnKx`>-JmM
zALYITmKhqfB;;-|wY-aIMiKb0SX|9(N1pj5<Id&S`l)|5r5_xVwMy^vRhnAwcBrZd
zeet!bXgn;x!8K(SH;`dWDqE#xww~sRXlEp6g%Z;ZIoVm?OGsdlbw~+BU+-{-9VkRt
zIk#lM0veu?`X<}e#_A4rxvi&ZXiCyE(lVJ)PN(&mJr35ag(H&cj*UmO0%_R9i52y9
zXM?Q>%)?Wajm3y;$>Zx<XkEEO8>H5)Cj+@d%T!7ZTb0BYP_Ix1{;&vX<eyPspY{w(
zgE4JzK|>su0}x(Gn%eKQDet#P$&az<QN^(d#Ud(wwPT=(S?BzUdLq#QB8*;dqGIE5
z*=&ZwTsYMx;$fpPn&SlfOK+>iiwlG$j4TJIzz1RWif8~y@AANmyN|smul&nL-Mdc*
z3P+w`T%Fyv&u1O4K6{lZj`NQ?x7*`~|1;4(8CTBbb-Ry-iYEi<4bMWMH@6*%7Y5VC
z-owYUsWt1$z9+Np`NkK&w2eidfA2@X`=fvOoln2{mp}h2a$i6B<DdSUzy7z$SWYEV
zOV~XWwYAovuA0$Z;(8I}XarSrb*-qHhDU^xAi$VT)|S^a)d>2k^4@*Mj$Cf6uB|Vx
zYACO&yI;ZNvG#tIhy}@J29aD}QFZqo{jsu^7L!J8(kLi)#5!xOZ$N!1#Mo0(i_zq;
z*cZZyFizA&$ZE9MyIqsRlejl-s{;Uqo;Z_6>j$EsGr+!JP73J)Hom*tZBQF1Mbfi+
z+0-bbl3U#D?lL*eMy*n*>QI;==j(N7Fr6>}ZI(7Sa*iRUY8Nw#<3wYT(`@dsIk3W}
zMuT(HVKQLwDAuy8OcHUWjtG5iou1O|cyPMAxxco&QCwbsaPsiU<*Vn9KVn9Ce)#CY
z@sqRT%d;bN+R4ezgU9DDo?pIV&R8t$>~EdzZl0`zp;+B0<X3YUuwWa-0*SI6g8KPP
zVL4Y!E#zUqZmg{57MG}ZTo9o5v4v1Poycd?%i-y{`RQ0{KFeG(8eUAq(hGCROfsKc
z%pt(+7Kcd(ql3^E%}}Bifz>8J*yQapsaV3sgsfF2ZIRHHE=BIP)7>eOh+9QX^*W<8
zl!WzUE6ru}!y%K-BJm9B#^>zWJ^#vs@s*2_<p+W6u|Kc?^~gCAQw@eX21Cle8Fl}R
zA~3H)<j`5uPj_KNv3Tf-ZaDEGMxuIZfY=>#`Z~ay6SL>NkL5&vSUVI#S@B-Rz>BuT
zR^BB6VB)Ai17lNCC@SJKrXf^6lePqtyt5laX$W9e+!8`c%&JHnk(nX*%^=Ly*I{(F
zQAR`k5ELoe`i5pTzK{l#Q<t}aw@crws(Vl}yKK*&4<`4VlUc1Vj3TcWN$<-#VQtCS
zyDSaSM7*V1ydt7IBQeETLN$}q&MtRO=Tx&Rs@SGJcj_pdIae=S+s_BKUjQjJWKX)7
zMee_vV8`(Bx0jCJk8D34Isf{?ul?hPFTN;VeS7iA_p;~T2s2*@=ZLQxF}qM)oF-Gs
zsjO;XT0D_d%&#$tFs_`tww??w6wPBX3Lmk9m}fP@U_^1j@Z_5UzM(Q!9lV@>|F?=4
zpF}qw27vrbrwoZr$3Rd*0E{10YTLE{eB#Ns^H<+WAHE+t{xHm`csa^KD0y;lZ47Xa
z-<!Yu#^TYd*^~DpM=v9r4}%m;!#WTOP+U!}VF@~%vLVc?$wihIv?T#U9?40*4(Ubm
zij&7r6|W``re<0<y=bN(D0|?8*g(c<GHznv7|J?A8CPJ|JQD7949aQtq%-KcU5FZ^
zff=QLPUY~oP^Uu3pX?ckw&<Dz`wK;v-S11RJ7H+x$CAKj#e+B&mRB&*HJO0aZGb^B
zp3qM&ny0eniN#K;DrfT+3^WFRY{$C;a<ue#+{`ySI4SELlZ>!mnP6{G2acW}BjZ1I
z6}drjyB9rA;C~|Cnc8)OxmY^F;2otSAi3l7&*^zq18T$X;wk4IZXaN^B&0$&vgr_*
zMS!&fYsDo4E;qKITG((bKk_AZToZ||Rz<ba2q(N{JlP$}19W2fS7PsNV+-8TukLb@
z3z8Evqv%0xY%)9Bjdra0O6n}Td*u>MEi>^JNx8w+;-NJx2&T2Gwy_L#_3rH(W_x>U
zTRF0-6!#LGE*2qCU%yyyge*a_93_JK5~Nqj`$EhJqei5ckn%#`2<O))1kd#XBcb||
zWct<Dex+o8@c|T93ECj&u`k(NzrtsgJgU<DAZ`Tth0rR6yO=hDtLK&_0VZgzQfjNj
z>=LvW`s!L}m5eU|?M0$q*isY{^}kZmPOk~~j`|YJI3YMMT=?o&7%3u(V06?s-@bSM
zZDGQA1B>qZQ@$z;Rt0hSRiqcyNN6@b^!Cj+VAp@`b>VZlo}C1^_qT4nRatfO-CJKH
zcbDIDC6-O8b<65u-(1$n2-0X3fu3N~fjULBmZ<d}(X#uMH!5pxR@DLHV%y>MyZ3L@
zH{UWl>fqbY<)OF9dWYLgcH&ZEBpI>BlJug*qs2MUg4kGCwS>}owW-?TX<~4R1{0=x
zFu11J`)C!~TC?iaGw?MAnik{Rl$v3QgBCPEQXQF-Aj3dLU~oZF-G1VG{7nw=h8MTY
z3q@k~hNVLbVr*zuGL=&LrX{l(ZF<v|-tJ<GI+f7RW;*BdW_UGJPpZ4C8^yQlTW;&R
zi4fhb6Wy+9yw$EKuWh=;jt}Y6&=NUM6_O81|KhGDwx)&_ixoee0kR6Pv9U#ZkERI*
ztPDo+<p!te;i@I43iLI(sb70w$sZbao_Kekdh>@}xqZHC&BVNFG^`4zJ>wBJaTIgR
z-=k_uDqa4TU_z1KcWqyeEEap>%RR|uZ#ZenZh7_|j&7X}WY%r_ms3wa`K4{^{ty4*
zKm4md|Etfx_3c0Z*<bwS&;Rm|{^=k7>`#6g9E+%MNLtznZjrs0kg`W{5&CLqVcU@?
z7wNCY>c)nuI>KF?8msE?#Hf7~#*P?YmDM1^>dPyexm;0IeZQjePB}1qrj}xEUt3>w
zudJ%99H~Z6HxPS`R0>%FF($?etE!STi}WfD=1iZnXCXWvotYcy8}7AxhkA#6ULR=I
z*2Xrp7E6(Koylvq*^O46Qe#xAHPVjZ-eGyWyi-XEzf&p_DWq*?U8l!lR?FH98nvNQ
zt5d6#GEiWuPHBg(qXYHDN!(D|(b_C)ZDMMvXcO~z*pamAbsh`Fk={vvV0LmU9*Slb
zQcM*~jIZ6D^#d|s=O+&@&mUi&Jvu!+KRGx*J9>C_bjc#*gOjHZ&YoSIKRrFTJUw`L
zynD`g@$2t@c6s_Vn^;cAGQ~o13wYSdCf!EG+y+^)Er?=;&Gq8$GU>0vb^)4erjSc!
z1$cfmH9x(u7|W#MnIyBvh>*jNOoZnqBhgSYJhi~e<SLt$i-iQx{@Iv+XhI5o4P0A&
zV`F_|Q+*Q!ovlr+qQ(}Q3q&kLG$F~FrNUC92=yfuw~Cvao15zWla@qrAe?gn&cfvw
ziF7B5L)pEd^lsn!)kOAqU^>@5o-`+R`Vu?dsf;dE=o(MLb}$Wvi3xQKg_Zr&9V0PK
zAB`Ky&iJ-7lsAn-c$m|Xmj*!L9%hY^f7+zw?QGT2>qlB<AlM0%l~6YeXx+S_GyM$0
zU!sv&24jC@)-)WVW6?IuzuzUxRDvBk1FbGtE2PVM#+5F=66r-<5iSQgF-#TE7W6wq
zK@X<7m>G>kHSU18Z%Wo1lsf{Ffv|iyrbK#i3M_CBGLQxCk?S&@TMAvBC!ogDppY@L
zVqDyFrVl*;HYXNYR5VQ!k&Vgb*7Sl;wJUJI=tpB?F-T~3t9#?o$VWfgef-VbgO3(*
zmJZ(wf9Ib)|N8HooP83x`c4vUMt?Vp0Crz%tL$F?gk)+_6=WT0%{V+q&PwRXE%{&u
z0Q+kf-o#e-RH_pk1Ox+i19{gbvfeu?s4rF^^9TM9zrXS1TbZZd%>vaS=>#UrKMRAM
zSRHI_!^Wlm(Pznnm%+Uk<16R=n^z;8_Fhb9_I!|0Wtv(dRXb0DNJPl|$M3}-e3aUM
zI-A}aVs1zno@i5a*&fN+vim-NSdFAX&yZRlUm%Fy);FO9q(J9pVAcR}mu7*5RcC6e
zKX>R)@6!C}qGf;x)@;@~y=X-Y)76f&?((o+(FWBGiOchW+Jf%hmZ6A}MO0R+N;EbP
zVKWv~6YDO1(bFjkQ+oO)+O2&}bVad=i9ljz2QeP{)?iTGH$fkhvM(sN4~d88mDsQx
z3n0sbi@HFBH<9kpQWs%<ewB=CQQ$lkCz7;cQL0f*!fIfO?FQC7QGKjHsv^tXOhT6*
z3~oIh$shOUPX^fqFjJ#!ts#xZeTK5e@Um?rruU4>hGtb`3s5h}j8QhKVI~f$Ya*#x
zSa%d3j>NaUJUK%E>ryo3Dd@Ol(O_h*lZ@ivl(|h>Ro8H@p}8EaI!;c9y1KscUZbeI
zLk&6cZj-n|qOSJ_v|39G+re-un%eI(lxIv2b^~r$RSmAq8;Z`x4o&k7VR=sw8jKq$
zZA5@kAB5sUgP}wO$E%c<FDVycn8?r&Z>n^TdBtTxjG?0hrBs?3g0{zN610}^p_2W@
zHKkFbAlRUlmO31-?}~7}aP!h^@fy#?B=Pz-C1973qQCaFO4<yMtK@(ozEEI-(7Fbt
z3YV|15yTs!t0cFOXFL)V7sEup8H5vqQmCi=xFm{->bhH~DS}=M7KIN92{s|b#z{zj
zy(xT%Yq&dZ@b0^W;lBFj4ZJTT98&F9r1B~)M}l27nN4eY(;i<jv4Xc)v<y$n2Syc@
zwcyiUhi_lscn211P2DYuwh7)>)!usN)*Fz)NQ>PqyV2Nk8{GZWB3wA?aa&1q*?XHA
zN4k8iE*~09q&8H`J1bcggvB}<R?IA_eL)GNRuWmDW4gSJI9kD!9Dp+`&x{v|S0Qpn
zVv?DhDs$wVU!`>m5RIJR7Ku=rH8!uj2d~CKQfxjNNUR%E+ufPHZW3RS0u|e!b=ujH
z;ZA%L?Q=PU!`HyPk_<mRM0^!@KxFA_&^v0|Rpku0+vN10-fLHuizN4`v1o29!wRD`
zmg;S`xru&x$6BK60)`@(Qcb71e-(O3+f~ypzhB+(u2glOddg5v)fa4Y4mC3sWk-O{
z$K)oIY2)&7*U5Xn^p;`$(v#llX3G-TMIh9H*GF`1G%SaT&z7j!UGJM|D;zmjj{CDa
z1F511ep)1LSUKoFdNRIENyq8n$<zM?7xv3BaQwx0@o)ayfAibF^`jqr@q?fK<j;Qm
zM?d{Xzxz*r^jp6>%%PoBgZ(OQ;tg6XZft3)Duur4MWVW9rj6JsRBtxbG_<#fF`5J(
zMMbrQea1T2_%)UH@5B3Iyx3e_T~}UNey6PJUU^Mf1x6XpSWS5aN(>SO0t_TY`K`N+
zmDOk-m=z?=_z=zAWaHZ!8|7lLqpQo=ZF6_oqLb4U9Y$vttR{=PL*1n}aqMU8WHZk&
zIxuF^=(MtqUb{o5Al2WgS86+D3OM;XwcgOFA!Dyo%7%J8I;El;+=4>Q0Io}|l{PmC
zD*%k$nwwf1>lBh!WjiM^b4gfXT;>zIb)6Qy4oJmt-{AD<WN2bKF`vl8M@?c+6^ez;
zz3rou{flE^_;_`3dUbws_2BsG(Sw%{FJ3-4eZpm;VuZW6@bLWUvxhHOnOtAlSXo+L
z&8?jsJlI~{17`tEB0(BIQ&=mk7nau6u)@~hjI9U+j8vZH$LwN01@bGBm<@*6e_UM1
z00)aqhG)ma(U}E)G7BL{6v-^8*wx+D)xG)otX!&UWMo|1&{)T*uCAu8t_osXOG{Ie
zsG*)t0dYe^bA3G}>7oV{8a%fejh5(wE3#yt&47~VS~?iY9|tJ=ql0E~&%=8PXd}EV
zBt&xCj@vLA*Uc=U#|*>syz$B7+iv1sgP~3eS-fMCKvYZ6#XBwrWiU9co=Vx#R7AEw
zgxLo`xXXs;b?%W4x?S)nc*c#Pg<$3fWH=INFlLb>v!DXOAA#yJ@%9(abz@w3Mr8OZ
z;Kf*hwEO5gmV&Pw3h9H3-PE}F!+MBVLo=%R6$eDkP_BDI2;Ovh#@Yu%DkF>GQB`0;
zHMOLh${7Y`<(7UCBnp#9MDH^N-(bX8J(x`D7WW*<UE9o(iFf4rHCwc32?BPA$ioHw
zOjb+H8QFN+w<85ZWSN;)S8C6_a@zmV5B5I(;laaCv!@?Mi|2zM|IYDu|KQ2PZzf;-
zMlOHco7#28H*Jv>t1BQkyPJomJ0{~AO1f#23@sVP<ErSoesRy3f}(%nO6_(>i$+?6
zI6}1cHUs1Y-(hm%kTAIe<S2gjz5K^N+IjY!rLzyhyU&7*v;y-062W>j4^DBI+zsdI
z?BnRsdo%klrw`wYY&`U@KO9~;A3>(F3c+9kTd8m~z(YOzC`}RM;fvYJPtuP*UCJH!
zdPh3OqlT#@5(pv$GNY5<9r>%lsm_r(VHuEyO;8d;!A^#N(G>@z`owxqa<d1`HdpA5
zuM52TcoDD9&fvJ8v9h<V+bebZwG4<EKBC9?6}tmc`%r5zZQy4Dq7B|xdap0GW?MNM
zO00Xq(Wkb10JRZ9V-Wxj7z{U*Jg^IT6Tr=(!0kdKb{zvj1d?}@BXLHebnStpP$FDO
z^~X0ERrevof+;=62t0KuC#7YQ7Nmh`wcRHk7XT6RXc6RvS;(Pf&G5}I5{JU7ff>0c
z(1x8DE5cTF#MZ6jafZT_6zltfGA7!=MN?{T5SB$S1qQ!6bI`Z<d<xA8p2Fqp=o?i8
z5&vO5GzoG<lL_NU!rnV+x_AHGo74_AmJUiQZ`C!F-33_x&ez1!%KE0e)C=Ce_l{Ur
zg%xJ;%EgMRPD_(mUd~~K@SGo&YrC2{yIOQsF$g}Tw)HlhLpR<m6AFoLyhHuaty`rD
z8?M*&2oCEC4I}tn!VIxA#X~Qlut=a^4+^<~Ah?7~Iu`^7tfbHcsrIELySBfCv7?Z&
zFI_L(xD?_N^jqnIAe{c*B@;e$?SrB5xXcLh%L!vC4_0D)3F7NNIh7=ta3|cgFt!xf
z_$5L0RTR|MzV?-RnnrbX)O1SZRb=MB_6EAEq|F4kPWU!)`MA9hyoY7>wXdSM_$;&*
zH@ornYbYp%s#YeiXllOY>=8}OsaFp@OFQ<3f+@LXURW{sgVF&?8=bAp8R4(;S=`C}
z%G)S0KDWB&Rz=nA`;~N?Gv|Hn?!7n5E8k|Naqp?mM`x?E5g!co#YnN+O=DUuKzN&{
zk!GU7aj8sQ9+;7bQ|jK~7HwBG;4g2f*#~e0Robb2URyN56g_A#AK1(#eJbT(p>I+Q
zD>bp%#oli5DzNj^|LnW-JI@C5r$QoPCZ&W~ffY8BRrsdGCP%$5h{4<DpC)P6G&(P1
zUg@8cOlK9rv~(l}Y)9NT(>6HUrs-zIqpV$dpZJ+nU5*T+y$IqQP}$nXo7h=XX$699
zVZ+ReTX0c6o71rW$lfJI+sH_xrG`l*_T5CZBPZ-1b-9Oy$s-Jk6bFops-;8o_LXDr
zN#F4+|IU;C<M;jPZD5Q_ek{JAFl{80HlMe$e!||0cT~*U=IUv0X3Md5(zkK$n@M&?
zGREx(Lwgq^yB8A=UabE@tNij^_>cebKhiGr{m;MuXFvPPAOF$M{`9AR^__43U}`EQ
zY3Y!NB(m0ywnoGW0*tmtQFC2$OGAsOo|bJ<3*oN{hK`NR_09E_bqy8O@)mX>YicU)
zHv!G%&AjYBVyw2JqWsRi>igw{!CD)e>zGcKSJakQp}UBIq0Jg9su)C8+__zO_g>9?
zB4N#~(8C0XD_fIw)n#Q8kys;>d#(0KUm!Xiadg|K0+T*(uU12FOaYzM+3iAf0dX~H
zwB7nHnOLD!>TD*Py_@iUzuo4RiN)PIor~5XtIeu2_S@Y$c_-4Yy|G>)W-2EJDaJZv
zXNQC=Sw~A#M{6VJlID8IuCmr<rBtj}E6h4AQgFcI4Gj2ZCZ@vEk#sy$NEe`_F4GgV
zx(i=odwp+X{ov@}^8ED4!QSb??(u`ut0xa%kqUcw{_OF^%d3l*&#vCPx_ox9bI9W4
z*7DAJe)C}CAe+eKGr3#}s%k1t@pmeh&n%O-Urw*kyG<uiF15S{cON80Y-ui(n4O+a
z%q8b%7NVg<Y&Jn2Y<6;PHW-aYP-!d6nc~s@qvG0Wf8VI6v9+$crm4QJxv@b4r>#by
zx1qS|Yic=fX=rGut!t|1ytcNovbD7?yy%H8GwCxIP6CTtG#I*5d!FPjnRD=2gx+}r
z>go?deea&l8)kA{C==c{5n!~jOl6?BJ3*IEFCnzry<@V8MFVen!bC<GGm(L}0;Ocy
z2oAzI+}<;;aE~e&a(PGLceOc&S_AU}9=x<c*6#AP4NYk&J7(O*Kh@-hBe~_CPIvPj
zgfe8|kulleG+ZV?tgXPx?1QrL1V@W7mtfSi;Y$Dy2jo5)>%^~c2HJeHfcKRH(;Xz!
za;L7DWrH^;@nWqE@@p=yX}-fDA;++Yjrf*hCP(42oUFA!qUoKK^F0nn;2{X?R%(Di
zZ)v*FY2xt(d?CgM2sUkM$9euy;=8~9m~$k}%5m?-CyT%RFF$(x?bM6kC_MV+!u+Zs
zji}plEFJX$768=G0U(FTrBf?+B6wfh*BLMaHI#tyIpkz80d4}tg<xY<5Eh4AOMA|}
zc(Lcz7dgTH`c7`+YHaDS&mU$&hwg3Td@8A5IrUw9nmqeBcKrVQqi+=$K5jl9*?lox
zybO|enp)%ss0PKrPj&n8<k?5_rytB6z6d?|c=7C`#PadTT+SJc6XNm!Zzl`Kq>l=0
ze&!_M$>Xslf$Io>0=+7<1uYn8&p~)lV+2EtEIm@0JPcbE42ws@diE11;}+)-BTE@D
z8{iB8MS(ZclZcFG_$YKHPRsJggQ*=){%Ejp9Kd#)Nn86SHSAeXz)jE#48_R2VPHzb
zaFgc%>31pshQf3M$(T0wPIUB60QjZqh5kDoL9*zIjX+m=-@pE7oF@atKt#5NLTcvG
z&`{Zmr7sv4i>Cw!2op(`4xo0ByEFAqQclV{W9Qn%z~+^2amOW)D|X#Xq9I72Fqx22
zgSAkE+UlKObC4?BdLCN4oZ$Hh^i0<+lBsJQebTWx-9*$RRaFTk1!n<&(yg+|8pTz_
zx0=OOcL*-sX8!d~b#+;NV_B=Dyirt!lp-zv?yVd3P32t<7(Ya#nNm>`0E|LTxhM17
z(K)kk+Nif;W|uWIm*J$9P**rRUwP*pl!s8xh!VNhQ8(Xy8?`6!t#GtTeAJSrLVclG
z1VzSYalMeW5(HEUlU1_F_-ILn3Er0=iZH&e-7{{3PAjP|t`t16Yl#I_o~ujNmf&Rx
z0_^|UWGr14<ks~Ku60-GW+e?KB)$Y^j3viXf?pU;^1%3BV3uK%p-XjLO&Vjp+ECAu
zBcXjB8?Kj-T@wb3LPCs(i(b0+zRK>uTUUFlrskbnciuuW(OTZpRxar%@AZj${Vh`q
zn*6>azHEr)^|@VZV$C!bkvn@^It_KAw)?g9x8HnI7<qF4Z@l^1&3Ey;K&LUaeC_sK
zwn)G7)?2SJd?W@oFfJ#yL{w}%g1Tr#R@r(QXyWz;TJ3$!?ea1)*)WhP&gMP<_|sCe
zvkv=+co;sC-d0D?Y{}HJ7tTC$D?-$BA|WKNs6Q+9U(}MeT0V7AVYYHHu=1dnpx4?%
z?@UfN5>-a>tS@zd)A!Bbq=9g0?hT0jGctyT(<ymu9YbEeu&s;l>f+m-@m)<Y-w{Yi
z$5OJM$=0sk2C1gJy!IvwwjjtDLDF1rv^M~ZrLhPnExM*-4`?>mxv;4R$~qkGP#LP2
zIX1x@Yr9ub^G>I^Cb?nWdoi&0ya(IO-rvYlWTI$c5pu4eV*YsaV(|3+F~B?717qQY
zfrX6N8#s=M1zI+g%tL8&a169iI|5}ov2H$k;a}QyB-Sj^ys5C?d+>CE;p6GEFM(jc
ze7frw-_f7_>7V`Pcfa`OfAHhq|Hps$lb`(MH$MGhb|%^0)Fy3~C|c#xrgr%DZK8I$
zL?L1j*@*7K{%UQY0<yZkjXLaFQemt;*49;2B9^Ml%Uc?Gf3Iz*X6>=EzOu5a?0zGI
z$f}x#n!4Jms(J+4y|U73WOeQR3Q<j6BR4C*UvcLSdy$x9jRMiDQ31HVS=3NjDQajy
zB+xpfQ>e_HI9Iv}-$;CBzQ@^P(wmgfR#iH7_Y6vC6{b<&2!<FC2CFcRG^z<HTbxuL
z={0&Y$yRf>-_sj#_sCn@S{v#CT6J}5_294CnX}3|r8G*mNx_1(i;*lcQL|9qEru@J
zAZ=+<N!#^G1q+g{Zj0Mu?e}=bhlWFA!PsncaXwi{=U1~UtNG$)akof5f9rT}_jqUf
zU~3&V#p%V_(~Hw5R}Y>)I)6bt?D6G`mrvh+bb7VFb-G^I+FGT<XfvH$0yj}e<qAvr
zTyBN=<6<<kl38C(Z*CS2)(Si8%j@L-q3);S%do$elDSNxut4o&n8Kmt%;elma6U2}
zrA&Nwd?uSHJbUuVs~4X_#+aR%ci7xYg#u`*tgW@Vwzj#Uz5_N}Gjh5f*Q>6k8tv8C
zRNW%3@du6b1!w*wuzV6oZh2SE1M~pSt#u{0T!^v!i9d7T+qfDpoDQJJgt1Pv6VZi4
z8Jy9;IGtr*Y`G^~@KCmhltQQRjz-)iFsFA6!DMDVO-BO}OKLD5TpVc*NPta27Igu$
z8W1_DgB(#9+%5JYsnah-pNvP1P%($5=|rPw+c}vaziJtuH!!yvm{J=Y&2(@BtbjE^
z(F{Ye@wj0+LsbpgDihKxw(ewT70lRrCZ&B-l3-dpO4M_$n^&`$f^lj|&#2Vtm$WG>
zs~T<*l;tI8VZ+V0Y#$VL^)}fCTCDx8JXDMkI;;_9-Vv$J*2s37rLU!DQZ^b_k0;cl
zah1u_fRM-^^?&=HJbM4Pc27Tytv?u8JstYd&pvqX`zx2<j6eN6vvh1<+yNs`R=hj0
z?Ih{s7-VKz&m<A42@{*r?f9lCeL#A=JF#U<Zkssx^#t&~gd5oVS{(!Js4pf3yjo5!
z7$1EWefVkY$+y$+U8(uTqM6N`24^I+<-$jetyx#keUHDB!5KUKIDYYIeB+_-=>5>;
zucdNF{;?>VcNmgp@D7+@>z4s6vgD>GwnqK#_}+`i>e*;^w}1OlD3l=+Mfsqblo!|s
zmK@=;5e3)TTIg!D(V1>*VoXfa6Q!TARdA*@BJKpD#^$Mu>Pl@3?Tztu53@6<@19{L
zlrSixed8!PW*pLi8HqE{IxH-1uwZCihp%|f({HG7JQQ1Fd(lhp54BUI<&l2^!Zc%N
z{wNUdr&*R%j>k<s<8r)KG#ImN&xnFHtGNPCS1&diuIWgOv8DizjcwQ?E0#c1GZO1`
z(eBLyUZgjwn>9wBkV3st$;5*QM^<n$Wx~rUob)leUEJ%PTZIH-!yE&?k=W`1-b+{!
zyf8D?`4tu|O@(uRa=Q;)7`;N`jw*R4B>#3us)Lg%m(VTV7G3N0jH$c(2rG)pt8cZ-
z>u%qDo93YM3i^WHD!YHPzUdxKjzS~$Thw6-?bsAOS61CEuLQte!&0QlA?90~U$&F7
z!}tX`3pCH-X>koAXvIo>vrN+<QPqiM)yRhb^1t}6&`jm!cepoz6sR4+wn8=i1HsV}
z1el<{1c4=}m(n>ROVDGbO-7t6VeVJ@>$UU}#9K*^p|}L;Rf=wLvuh>BHE1OM2m-Do
zr35uq!b%7qxX#s=Zg72@($^}b#Y(ro{;a>3WWt^Bkc6B(BJ%auDynblt&JK}y;4_S
z+jvj-@?ZH?#)~ECC5S`eu?gRV@Q6{GGy-5D-gxKD+jrkVs_}y*EoQQdMnbA^N}E|X
zF6~$otH#`pExm4uE}482KvRM5R1v2yt9rY<k`2e3*Xrw9fRzTCEG&ElRd(<GJKTWW
z7pRK<fV!~Tw^+0XW@O{@sy?2CpuqfeJ3>}rPFIb*Q5ywztF?#YEFgy>6dEp&#tcD)
zJ(@-u7(*Eir5nX755W1@I?pBY28!sag@5?q9a7uyhuP*}4_Z4GXRxjeFPrFjw+^&w
zx~u&W$y{C?T`>Tk?;ULo%)y6IE*+awd%E0-W96cE{mQ?5;m$oUhgK9*1;t2G);leB
zjkKt{s+-#Hf)m69)0pcx>U0gY8SD)l)_K`sWIbd>7g=U4NW)9eT){}<3pY<tUy^dX
zGM%L+yKg)GAh3SvP3=I`mor$57K}5C<U<t23oGoe!{;N#^Zrn_WAy>5Ocmonj<@%Y
zhzBRyynZ1*Ve4;l`9yrm!m2jCZO$J$W6S25gm(Y&$jOV~>5K5k-#z_>O8I5I@W20W
zfA^C={>dNw-XHwoKmGCV|NcM!^<V#;$ZP_AB^P(7+B%eCnWVYBwMk5hyIs_d_eJYa
z1DlUHVEi^3TbgSc$$-_B*Al<4yjxaVSy7L~5>C}fsk(})n)1q)h9>@6S$4m^8q1}=
z^4>j3Yb#7J#*y5BAtN>yIea7;VX%t3_Zq6JYb(k{b+u}#6lNC=6|wy0ntJRwt)kPW
zH~TyT{(ir&Z^+|fL9*YhHE3i?y~<z^nsiK7gGD1%I88RzB#k<w9>|zVW6<isymxC&
z+#yp@s=&1hIiw4#v8zjGu;}!lGjPdFS{)mLZH*1AM#5;7U>P+vh#TtK8tWv@4b+9J
zr4pk?Z8I9|u*mGLk^Z3(pMQFM5=s~$u0nPdB7Kog?bYq=&4axyC}GFj#r^H#0eIDm
zqpOFf&#xZ5Af<o2e{r;T`SjtdCl}8zPoHe8?d_2zTix1R+YlJ|>9s<7g*Kwq>}Ebi
zD(rwsWs#2Wjl;G4HrHp9ONAWg*+Qa_jW5qm$Ai$oCc@LBGhuwN$!IVT!XG=@J^b*+
zhaZ3N&6m$V*jnEl@eg-M<&t(_91@jM0-zQgt#`;aIBxL_s?D~xK-gF~3#>dC$sG+W
zpAWA*7>=%UXm5-Zx^qX^2%e?mp4>@qYL5=S{<&4!XGkkKcw<6(F%<&Ih4jiEjgYrT
zea+CGoVQ>~kg=akcG1;>F~wLAU^_u>0?#bdfl+n&v1@o?G5RA$*O<!YmpS~hz95kv
zCG-QZV6z#j`o<TEc0UlRSz+*G7P@#km|nStW#9|wa6uTb(?<|mn0ak<XAfM-9cO%l
zlZ#;XXk0%SR!nBJ!E9&hXrTBwP<%X^IqV~)M)r(!4Ry?HT!OnyY`K!#Zf02Q0K$6e
z?h#F=g?Cs~({x%#SCMr<>>iayR=aX%-q~gISVCiG6=*=j?jF0DSKneFc=Y(QZ1H>`
zv*Y^C??3vre|+@#d#P7HTzmAb*y@A6`Bm8auH>$3zK9INNCYb(ok|$UbkX3}J1+6f
zbR>7Wpj+^|7b_A4SMy@d!Xs!7b~&MyO4XGu(lRzQpL{oS_07c9XRsp{cAkz#mb-Z5
zK)QM-gvKJWPoa$d;JulXkHRM(&0c;MhxmH*!R+ye(TiWpEFBCFOe%W<G6-Gd@un6{
zJI{ifkH?o!{d~Wv-M*F6q0|-&l`i7$gw@%E9hlHM2W9Z4NXKbRjWl%{ov^<eKuNH&
zM-Yp!F%H;hM9td}))NbWi<_=2t=v2PiS=G#Uvg9hZnxXR%P&RJov<B77qslj`sb9^
zLArg((b*9E#mkZW5j(cS?95vFT8VNYjk5bgIAG|m#jXCi0xqZ(2aM_D*aFWY>aIw_
zYsR7iNfpJ;UMGotjuB`;U}>>`T48k8*?l53o^wQ^bJlBYwbsFAj9Es{24~|yPzAgK
z=gJ>aQ!4;fHI%dEPJCO>rr0!D7L-*lE0AQ;Mix5p(7=^o-eTd7M?1%3YU%*6`%r^$
z26Wv`t^oxNLHt-;MD+r^F`35WaPM7&<>1{Z4Wc_`H`RJxI4f%!tMA>rdGGGKyvw)C
z>dGr_zwtVldZD5b8TQT%0j5f{tFroCW^LtFw^}5Xv<3(pD2v_B0fw7AA6og1IDJY-
zzoK_kJvK)ITw`*{+vN4yF0tMs#;z$*uz+H{1NL5^b|F=S)cu!}M?r&?#(kW_$0`Xk
zG?kE$D#;u^F32Q7;Ry1qbOS+r3GprAPK0ompt$%`(p}f)SLx$l_5lgEE`0)53ilwK
zO3s?_6-%l~P);QU#s5%HB({)VJZ!RFl%zw@vi69~&K6W_>FfLhN|m?)_Fl=j6YgJl
zU`#66G7!d;!l<>p^46O-UcY_!hRH4-i)fSUHbmF*zIAa;ms&S3?bwp5-BDO`)17ED
zt&uIUw@Zx!W#!cnTyNdFbA$Wk_rgigfmn&c*AX7x8*hFUPQ|^lw?yLm3wi6sN1^nF
z)io#@oRHEb)HfkG`BV$B3}|u+G4;FUZ%I`Z#KXEh<Ok~Y)*31riGDf#&FmG1vMR#!
zONT~^trvHloQDhA`4w~jxU9rj7Uz%L6mSp;vko+RM>$Y!)-mM-xj!otsu<^G<1sm)
zR17QjsaGEY|1obqcJ96K9lRHO_IY9J`RLS=#y>B0K_m;wN8?(ftIib=b@wy?8>A+Z
zR!X(0791bkIcievUdkNrbXur#YaU<V$)>_fH@WJSdVq>|8G@^gwGw4nV!fN5$N3eV
z0E=d3y4VSOKa^HYB|8AO9=-H!J?zgPy1{7VPrLI+Fuo+hJTxTbc*N^h@{_UkHo`8O
zNy?|<^2m~A?c6n=GfXXXZawgyzc>5pTmK(wxc~pF&HnE1{_cPIpa0jt`1xP`^d~?6
zy?^rK?|%2U!!z*?bQk3L_6`+YJtg(k+9-nP)!r<TiRI1ct|p?|VlFh-3hJx2ybb|Y
zQ&x_MV#wG~SzE<mkr2L+x-S=eu=|xz!kWo}L!n@v*wQM-b-7<&d8dq<HG!;v1}22|
ztLiGttMA{dynDO)ei^E)y`c$a7qo<S*!l1)Y8o10i#4K@SZvgJoP8tyk;$P^=8v==
zb{V@6U<Q@GvqNoCYtdTWI-^meaagRq-X4?IKo7V?)S_nBuc5J{t*xV7s+OxAut_!A
zw&oU(!`W>xD5Y{!C;gD^9mLvzlGW5m8=Kl20G-vfab901YiU+X#htQtt4{Ci>h5#8
z``w=5fx*$Ck=e=cLO9MOacMEPmS10A-V*w?SGRXJ4)->X5MX;7$GhuChr1`|#}BVA
zpPwC^K0d#?IDSN8|7iD|-fhxfxpZM^v9L(VV~mo=TrN?dCUUb-ggLgmd9;VIwz0Re
zw6?mul}RkEunLe^S&T0wVySR&etdX3G8GMu!e33W9qAt$9`Xmq#>b(v?(A$lefs3+
z>`^Me8JHaNjkzZxgP~*~obpY@ouz;@Js0lW$-wG`f0-=zmWM^H*+Lg^iMdrvY~9ZJ
z!lpHQ)Q>wvAt3wyxx-=RFC?6&Gp6x`5l;Z<Js~dotV4O`cK`v<7}NmuOvKI673V?`
zd;x3$#(Bz##V&Lau&L1)u?Oao=9wj@Ga$$Nat=$}BLLX-Lo?KWcM$(hZg>-$PEt3#
z?Rv)m8mN1)&U#x&Zg+cI)TVkMNDx^=Sxc;FUpnZ^9rv!B52p6KATDuK;#+QdVKDKi
zNG@FXA%JC$dbXZTLIb1g8R|aelAL<S6@@b&fKa}ux~rBP8u1}82po#0b|ID<Shr+E
zMZh~Hs5?7r1%a4~mo-yQlT24RIITMS`of1l+<p0Z@$f}3vu%6v`R3<;{Dj=stM9Ku
zyg&cO{N|J4!h<1}E<*)2n`i?U&!i30OvI+;!*g27k5tC$(Rs!4Ik`1<&-HBE%@xcO
zamJ})r>`CRi;BQ@Wd*N+rytIL@ckm#)yq%f5569WuUp~XQ{2PYm$FC%o2|Erg6xOi
zOq_i^a`-{;{L_WYZ>BCjTikgzbNcZDsr%769RPOr7D>AehiNCVEgcLl9S%|b1G$0;
z;L7P(VxuRLcd^mXJEG|y(+rGjX?!-=#b#H#-r7nFE1QgDy1<rt{LrwK(~I4qv_+`h
z%<vnxvcO1w9&HAZ)#zw3*hKa|%uE9#V@y#1UkjT~hQc_L^J~`3UN1qf)J|{i(3jaC
zjIFsd`$LIMK(BO{^f1I^nz?Z?iIxLD0=X-guuQ^S%@P%xN^SWUHwMyMeX$kCe8HOC
z>q~CB7I!>_2mZ*ajr9sL^Zt2_(c9z=cG!no4eol+m>3(u;cpvVFpNYEwn4EgAVy9z
z&E#pndO39X!7L!V=?upXn#q(l2pr(BhvyX!b+*9XuAaxhFgm(wABzG3)_aHL-R@R}
zt_D6oNqa(iC{nQe=q{eOlqk7II%Rq>@9d_omS%A^3*^in0U+GHd!y4R5=*LynKR`g
zHcy;h;L^YL+U=Y43f(|vpf(Ufq|IT&j?J6B!|Iy)+X#m0`a1@PtV6@{)2((DZbn_-
zxM?(E9}bxvfQY-Aq^f#tH_pC@Z77Hoe{V?%ya-M=V7_DS2mozBlD`_OMEd&D8RN1L
zz!$DBvFimTCIqrdrPW+l5?Q~>-%9FBu&u5wuTo^|TBr!0%Ab-ny1pYughFiW`hJD$
zf8|=#lq8rSpGaH1b>lVU4cRRu9gBzkV-gZg23r$b3B>f7k|MfpP**AB+XR)xs1b|o
z`oxF$E8h@Hi`Y}(SlN!`=MQ9fag$_GPky(1<-oRa*0a3d6O0-xPVv3+w{PBlgHSyy
zjdUr3Uk0*D<eq6`35a&Bz61frcXBQ5I7i9ex%(ynd|g*fB%>>y^e0!Xp@cS8Fw7V9
zfD{6=^tOvTyK1!EHT9xfZ5?Gj0jYba)$J33tT#Do8T08_=m<+@3&h$Lsa>eNs>mAl
zmu@PpnoM@$N;!rku8~%!U&JbO5D@*M5}V!O7ZDiK*=r%okqhk^ZylJH#J3IeYnqh@
zE{M=;m$*_x`!9!=4y{vZocWH)jI4LE#UGJzSH6&pu_Lb9R7yeJ1|Tv*XtZfyuJWqF
zBB$LWHVgcd8Y^+!X{n{RQE#uMfk@NE0xxb}mC?~iYtrbPe4$7PR>h7avTB&ct0_rr
zRkyfhJbXEP_}mY5fBT99B`qW|>cx9UTacYplaJ17Rr)%aihTs38enLuJuurIN~yz3
z8bV(L!1&cX|F!hTzy3?R>iGZGibTJD{xAOQ-~D%g^FRLkzx~;t{^cM4_~+@x^-h(s
zLm~v%RWPCmfQhA~zi1cYTrE=*#plX4mgj1qfwBKs$Npn&8GMN<Rvp=ktSYMzoUSS%
zb&ms94|BDgbVFr*HBqpJs)|Z5tuVfts+l=fmfs@xb+_{FT|#2`T}ZFG%8IJ8GE6XG
z9C_<jZF#jY{Y3uN1KV$8FA}<isGb-Z3QEd$q|<Dh86KY)4tU*OucNom**DxDuo$~7
zdXqt+>e6%yC66W}ZA2Q-_ezbc%chcabcpHf7AqyduYiwfkeYJfSE4qV2m%<BR*70J
zhlT+sUq*9xV}nB6Ds5_{CaJ`Ut?p=U=nyq(WKy$M>$X^W9FAT$H9x(9f#J!KiD)<$
zpNl7>i~02GQfhfASs)v>zP!D?w!gc6aJqMLu(`Lty??lUKyl>x(Z$K(#p%hT-JPTD
z&8>~%Mm}9&5Lqm20J_gCWb*O!@?v(oxV1sVEWZwQA2xn2wYIZ)dbIZ-Oa6a#BN~a$
z%|_><vDvxE%<S~k%;aQfcyiW16&)X*>hB%q=*-~t8%IO^!TI62%vfq;GMw?{c4y+N
zee(qetN^AeseMoGq$jd!jIG;JdwqBg%!BCrBUlcvdnQXUu_L|5UYi{m6W?$z?GGk4
z+=Oao^TIl0wCIM{BrNYIP0`JP$XYKTO@=;9uVU0F=PcZ2B4vtg;{3SCD$gw0&}?(7
zU1M<pA`v87mbN*DW!3@w2kJBQy^|fx{)iQ^2giF{X0Hz==9^{}$ja_y7e~Zi%AK3q
zRn<~`!)VM*p<({mxBF~n^}%p*%gI|Olf=wHKgw+?qfhU-QHB#q!}{Yu`oNvocA++j
zlv8AEc7fGu#Oy-6O(t~AE2FEfwFiL>VGuUV)@R{tII-<zHGnMlY~BnxA8!ryHJvl`
z&qz()CSXliXA4C)QL7Jsu>0t<EKO(oFXz7alNay(VB`63tUmu@`GX&AoO~Qwy%<Oz
zI#`noFVnn6rHF=7+VPl@6j@@^;v8gL)t=ZgFYcI@j%b}`9nTOc82cxs{o^34Ie0{Q
z0-K`9WAN+0z5U|XR~~;e`|#8FDr$4rNj{uFl*U{O%-=D9G15H0Y`yp_y8kM8`2O_e
zw~{Y@YxU&g=<1n&^U)ZKnaRyQ$e+vsNpw#wn(6(?9t`4qqM9I6tzV26jslS-_xQZU
zF(4nB(oM{F1!j!CAac<-5x4gSI&Hl&^q9g>ud|A}-EC6|Vp?RtEDZjZ4m^}ClF5gE
z+c$>QCU*(doEl)c5bv24ddKO|G%`0Fi);K5B{4#RRpGo9RkLyyD4Yytd4jF?1ZK&P
zS(${AE6eT-#*5zc&cMQ2Pi&=U^=ynsxO_Zz@I1P8Ill40PX)l<lZmZ|W1EjgikCw)
zjDy$>7s!BlSQ6pn8f_n(?dX~0i)sna4@Km`j1ChF(d8bK49qI<;vxw3oHn{{8C_uA
z)to!+pIfsH%*yb-7+=oh&9SXs3|>}incmWE%3L*)b&b!NAqLy~sgGyU)JEKkR5JkE
z(K!}ZL7AByezn1)zE^(J+|}CBT7LKb&6;{%D{q4RG+A5Z>N?yUgau1`h>Ma2d!5Ec
zhzX?;9Q%#0p>yt*-D+&TuQoQLxavif&FwX}@4s7KbMNh&Hw1Hr0oje$@07j6`lM%2
zrPMa44U`O4b#&I5ol=8UT2XW79Uu&EAa;Hgg#KGMZXldcNoXRZk>FpUi>_TMAq~b5
zPzZyO?-EG$f(8?eCe8(&^<N{yz9N8C|K8^MQm~cGE<Tsf7rqSV{O|hDmlQAIT25d3
zR{~5`xQ#H{D|-v&1Bkw&`dw##yBDCx7`dbR8#nop2r><+c<o2=DX29@kho;1BbGn;
zsolKw7S2^!#XD7XH+%e&!hYY<ZqNSHiSrLb%)%Cnru3#YxS;EDwTWewIAi72@76U#
z@p`+u;g+cV9+<Vd<~x-&gz?_F{zBJ}Tu{H)#8+YH`5L5)yZ7EQ+ZuIU)mn4K%5h)u
zq%XbEb@D2(c4`mC(R*eDIjhb51B8~Wp=jGh1tg`A&7L6<ka;+$on6(eBK8N{h{O+u
z+NPG|p@N!C>V-`UxEqkI5RaK8_Kvsq2U`bc#NZ%CV{-RMYiD<jcT60Ju*ujmv8YHL
zfNt)Lt!wiqbVu5b-W%9|>DzqL7s{(97NwIJ`Dj8mmgt~pBT^t;2|}<1?F2z$Hm{jV
zDj5HHN7||OZjqJIYbmf9`*9^IZM`B+Y;n@SCF`uv+3KjC6iLevs7gbX5T0KF&}snC
zI-OBK4C@;gqr@`1G;WWrp14z+=Iw`lEM_uV-MH+ZUp5l-Vgr<IP^Q2J`b}J{i1ISk
z<Q;8EZg!2&%ZbK?Q+j&3Po74<@vUF}vE#K2`<ws%Z+`NJKl$7L;cx%;-~Uhl=l}74
zee~hCCxg+xo*{~u$yq7!huY;Gtw15fl9qO|UWD-Ftr8+z^qu2JQ32UdQB!lbyuPfG
z#YV&!eM4+DQb<%^QCEAvrmmv82KJX=v^O+hUXcR3f1lZ6V@*}{y|TLdl_c=X@7$`!
zqrG#dTKEv^tDO7cda`6?@7})s_D!y-y<e_rm+B-P?TsR`WKFfGK4ci{mtZS8ycSEZ
z(>>rF8XKB)S>0Z{r^n`U8oHeH8!F{`MTeym<U0&}xttnq2}%1lMXOlZ*51-6s5rVQ
zL7YJwgKs7nZf!DyTC0)DI$HT=0shx@w2I^{f(*lv6V=s7n(*anTkC5iq6SbEdX>Uz
zG{9^1I$XUj&+s7Q$l!cvJ`qi`Ael|(3#sLNYIS3EcWZ5TyNDaMce;0ax_?Fje|P)f
z<mlq`^y2u0Kc^dObQ&G)t?!ZNUt3yFMi!SAvV|o1`;}sTZLM_LMR^st+3DfV@k(KB
zWpy=~PR5dR$wFvxJ(ygdoX-!<q};@$v57!=`=-fGYdrxO*gb1sD>c5!_5PWZBN!J-
zRbs1F($~3Df#}8RVr0dhJ@S!n8H;re&Imw&z?`sjkC7G1m{Qvw;x0&$#oZp<5*EZr
zg|W*YS|Y9FX4nT0e__36I`3K78XSw`hkNk2;+u|zb=%yUeQL=ZS+nF$iIZ6oLd0?+
ztJe4?8`ex`y63PFk_JXaAPC@=(_7?^Ky~f`sxY_A7xJ>)M+Y}e&EUdpzV_}uF~KlR
zceApqsb`$mF5lWE@3|xEm!p{ju$I)jn75xzuAci>&izY>v7&8oS`k@cTgMyUvL&~j
z3{`>Qka=JX2V$Lf>h(vXa0524h(85ED6F0Zm-hX@uZTZk1I9NTd@oDK-dNFs0XRzx
zLvZGs)Mf^7B1S^^dl#Ri-uunnho7eQU(SB<&tE<J9Oml!(_deD_Ic*&yD1nHxf2(q
zLK&KNPo0Fpa!0O}Gk4+GSvYZnUd-&<x1SE|zVxj=L<~FTS4pyAtteQNWV?z0wosiD
zQY@@?Kl|R&2jAa(`kg#@)sqjy8;^#!o{o@qqeO|~MT4UWJvlr}lZa{aYIyUpfA8h^
zdp}&e`cCTf<M8&=@s+dTv#%#s&nVq?hqHD%Iy3vdOZ&aaO?PIu57-Ee)yoh^m)Ws$
z^^dD(GuCj%F%`Fs&6#>fm7Zb6P*Cq3QuK`|fwZH+@DB%r3e<A$XehhilL4l*0l>sK
zI%gc3!a8Hjp;=h<_<|Z+e_QXklsRd1O(5RGbfw2<?IN)Me0J+<rg$-d^Ty~lyX)P2
zJiYxSwDUA{@FKMTJhbz8rubld<8rciK6dzG?(D<(&f{SIU;wi#z0<RCIkEX@X6MPw
z)}tx538>iKe-+w#GRYX7u_n3>N|;c@5bH$j#Woy>?SYvNoxNV?s5g0<hUV3-@%G6K
zbq4NG-T=i8Vo4}xT-dZPoeUz$X7UCO7G`p$*<}l8FMQxMh_g5>GV6TKIiGV3hxE*6
z4VFd|`w^Yhgk%^N!{qE|Fr72|LOQKoT2^(-=9Ia5IvQKb+vT;QHvE<{YmZ#1ZA4xO
zrVd^X{3>DIg#@@>U_^Rw62^r$gu&Yz)Edf^|2KK>`Q7?{UU$Bk#GWhZ>fU<}d+)vX
z-U;?jf<z<O2@;(k3W-X9AlN&3czQ3ltJ{(-%ds`~cqz7HM{<cL$vEScL^CVPD|zQv
z^Z9~TUj83+1o46($`3p|#KwO1^VvDs`KgI1ynT&<W+hTsVG+d{*jc~vuYUt^l9(Kg
zz=%(Z#3IWnNT_MTkt?rhF05%TNJ@<&u1_nZP(tBcy%?<tStV?-ujY(mP8n8QB3d6#
zYK7zUx89dnX1u*n*kTx2LSu>l-x^$DeZ_h4N5sek+Cu2JFiaJJcdN*__*Um|ON0$b
zhxo)h)cUkSlGnGYwav6j#V1B^9WwB!HI59|OH3Zai=C)1A-z8MMsf=C*>C3LCk#&2
z&FK4_dsBNiGogDkM~@fW2NMh#EnAWmYs;Xt1a~Vo;Z9m+Y*frg$+To7+)2%##xVi-
zReotgZc#i_Nc1p|!e0X#kAvpmk#>CKn0YLM_u#^+>QdUfv+7z>87UeFl7)I)M}yl}
z!xn$5e5n$^m(JCuu{RL|0Fn%jSiRbS`7@>}nVc;jRhG8(XN{`q^~ja2lo5s>Unr4j
zg%w7UO6zP>>+57omC)(i`?J)B3hN#qUje|!`x=`qR_H1uV>z?dD&uzJ{5pjcHMYGr
zmJsdxod!=c;V~n;FI&A#TRLrKX{f=pEwS$N!{5Y;B1c8mePpI+Ey%mtW}@#*LYulW
z8InR$rBE`jEQxwArls^mAjWv3#Dy?gc`L!Uh`yx$@q9eVWjcejRn(;!{f*S6O&h8g
zEH#dO%4DUW?`I8FTc^YJ9m#sIXJdcZywy2xZlR%x-teM|q)}OI{}|2P1RArz=FgdG
zXAE_O$EH`R7mQ8!UkWz<ugM?muV4JTpa0pP{ON!Fe}4H_zxYo-`Mv-1^~*0dEFSr|
za-eIdv!x5jLnY(C(#pz`s*1wus^TiJs0Hbn1nJ>`2_8jyrbscQX0WlCo|v4SmXnv6
zM?x$^VDQOwW#qzH6}bCUF+HS^2<B>HVn$M8dSXIRc6LT`a%y4%#4yH`m}Ug^nN+eD
zDawhGQ(1>Zl_kZ-qrNf#x+deWrR8R%=cK3R@i8?Gbw_3lH3*0d@@jw2P`_kgYE(W#
z-*j_pPiyOFZ%-I;Us|3IN}{Z$tel{JYi(V9S$T6+ZAD2*Suts_Vo?sBTY$8yFRNtS
z$$`P6C@IL#%gm@PFT2g*3m$A~S$<YVVODx!CLh@mpfX8(T9%&+JYS^3+S><vgcT+o
z9+QtxP0Q7SDX~n2x5KgSc5Pr`?RY`ryF-3wU@vqK+}<Ukze7Sl<lhc#pB-N82M+wM
zpn27bo)Ua8yLWSKW5Z;(8O%1*ngCYVTy8sewaGnhxNRH0b@z^C-8XCSj9EgH>>jST
z``~2q$^sm6eqCbN8bC@hlcK^8oY#^~qSiAdBqZ5k^z~}plnhF??#}`Dw(L%=?Wrug
za>`;b2Uzz5Z3M?#=jn5us5Xz33+v4~Pw!fA+_*IW*weVx#R{Y`FtB+lvxG)KjuYUa
zU2$=Pc_m=dNxgr-v@@{k>DGCBWvjJQ+8T&kOU|}sSNog|+JHoSX{!${N1vnC(>HJH
zoLp&Guy;|^h!e6N8bUd2@cYx%PoWHkgL!+Ll-Gcw0`d~MubQ^(_CaW_WzwYvu$H{e
z^1_X9vSCjJ`gw7;?~l08q|W1UlfPT*0^K|SRMQ;nwS;i(Nc*(OmWh;?;LiCj<XhJ>
z+Yc9ZpXpp@YBn?%?ZcCcP)2+Fmot`~v5k`%w)u=(J(ds<_zp&pl*mkKs%eVk9j;oB
zI_+ha7r35#{)5o-AMBjIHoW=C!Sf$&KmDz(n=dUFpJ<Ok;(un^eWKnx9@-EKO^|H+
zoo9W%s}cA4`1S+&>D$G_7mBlYvuE$-kKfLoeY$+|Zhr5XEci$sxIalC1W5@To_Gmy
z3mU!O{^a2Ccel>puECeszOS<G4cQMTs3WXv&!R@0b-BrTv^P+Wnw^KL?FZA&)1lLk
zS1&&|@8bqMUD|!L5WJb)zMeaIsSn(nMUMgRGWiDVyW{R-CDO}xuJW9!f;SpS6dU`K
zt|K{&FSrf3J^j)OVoq$L4NX;!P1g@dYsk)#;v1W(06KyC;`_{GdD+JLqy&*XuC66)
zM%g#eREihnnmU!PZq?ZZ6vA~X-#C!&+@B5Jo7>ozuK9=8gTt<q$>4*Tokxqo2MY%;
zwENFA`%jm-!to0ei<x*_+n0D;>dgbG`&b^lw+sf&NKoI_tJ@qfd54&y5?pkj%a|d$
z&*iRj6~lDv?ifFZ)UV5p4U3!Ytc_$B#}`$nR5YeFbZ4oI4P%rmd3y+wb&VE)jb-M`
z5B!R=-Ek;3O+b#UdRjHkc7D`_Bs-We2S><B;_k8>$~q)be2TogN6TBgi|Si*i^@|d
zUzij-3q_-9($r%kYJNLZwe^+{NSo^03L09WA*b|=)WYv7D&yB%^oL@qMjf^wv!lWA
zgoFSKpWYXdC_&-^?S&K&Iq(lZKpdo|$J6TwXEba*3GpM)^r)cs-orS9#QK}$-r+@X
zXJ2~{C6k$xP~TdD4^~=}L73{!-4A~AH-6)`W06}SFpyQZ5q(saP#?DojNy-{CO+j3
zg^s$l!ouh<9+d~=p^;(y5t4;5rI2yI(qF$4U|cAiE}`qh#--4gf;)z)Vdf|*8lz)A
zM14)oS1+%(tF^5qRjJ6TsOUS~@K$l5Dv>~389gSJ9Pi-ZeE>kUt}%UH*P^xedJdHC
zeVK7{aC*75v7MUY=(;uxz+_CVin=t0lFSw(qCU72@j+bT-I&-9Y3pW&o0=V6P@0JS
zm6R3{$NFg`?xRqMC_bK1_&5c<7QM&(7tO|eGb1~S?xEt!c-0DNbM$}r=6*lC1(UC3
ze70C)W&NalSP5UHm>SRtb!A&$PI&%UIHoFHSgRdX7xqsTp|X^^GL^9m2W-__OBk$w
zvXGTVt)qF~STCI|ru=cy#-5RYYw?lF?B&f`t-nFLRcj2?bFv@s1KI65ADmsQS+drk
z-^d~weEbG(8lNj(b^xg>f`dIVUm~3=p_N;vDF;cx#w9zFJXZSvzrHfra)P19?hic|
z^_`hjjcFD2sk9MMPQ*#9a8@KjFr$3DsWY>@CK(VkKro;gE1R`Twrah%$+q9&K4sZQ
zvbtHPcQv>U_-=H&j)%RcqbrU!(zBA00ve7QJF~iniiW2ucnAbo-$cHAndZj^bSatq
z#kJ;}?|6Srq}T1!{KtR%$M1jV`+xCgKmYST{hR;er+@xCKlp>Iqx&|aLpCn&>*{N5
zYGXE6B`TLI$_vVC%W46ovYeQin!(;&PFgAnE@B5<lAV$YP=bHb*%`Un889O<v#B2v
z+m1-DltLo<DH%)~0fK>~$im=CNzF(k`juJ$cq&Uk@)2O@F7jZ>u?dMW?ES>@F(p2p
zs_vv{cC};q$CDfzpAa3DmJpYho>q}Z**8s;`3N>1f`v+kl4S)Y9Sv=RJp<D+*-&p!
zpG1O@Rb58gPDL&DS9w)=Q7NmA^z2lZl+hhoRbBxCi%3{Qc~wnONlh^g-KFIP>_1lI
zW#`mXl~)!QffQ@3sA{UN0aaR6TvAq0P|5Tli|j@^Ct8yTi4|wzhGkZi6oA9%Y;GFr
z=^5(n8ygswk4?@h)Jt<3{i+!sY}4k2Z11sexoy5J_qNv)@Ou6G$D!b^Z-4)2FL<)M
zed_n_Z@G5urcH;%X*F7aQCRhBhGp3IYj(SDZEeHuu)4hK8(Suue`VD^0R;;l5z&-6
z&`E@CZ0#_M*!D7RjTn5x)E3Ven&wO`tDF6EYhurfe~e4EHm$3Zo|;vzzuv-1Amf!4
z_pmvn)cZz3ms5#IW`<WQ>WOup0f0_44e5MC`mIs;MeOer>=Dx?!Z2r2*STW*@ru?X
zdLEZu62o?{?P$VtrC#-NzDu_yabL<D$0O@U1E$?x%i++*`KW%oYjLxU1Umq(Rd1Ju
zAlad8ZD#~SY|+l>s>i-Jv=;1L55d18^E?1;Y*5KRc9tJuJ2#Tf>K!j@AW+m-2&!GW
z&@{K+GiT`_>CG4p9pb)FviZpTQR@bh-^xlLzm%*yL-yTa``(Db+sAB?NhM2pM2VQV
z9lq2sMK$_{My4Cs>B}okZ0g2agL75uznBi(%-auCh#$QV;06@3#%UAktCizth=!8`
zOoJp9#{P<<`_Z?(&%V$6asBGk^|!yj`{u`?{ih2jZ#DP7gZ*VZeW&qWj@tHn{WnsY
zjJEC%IgY#a{x%yR{nLKmy`j((>Cqdt_uhc-X2^FlOvBOMbGi3&h<0z!<)9_hr6aVz
zNpo(`^B?WJ`MpDmypLZQE<dwv9*+{wV{!`Kwy-jZqVvJY3VNsks4iIAoF|ie&*xc&
zy8L48@-t2rmL>UKLA(#%Ai#{F2P?=JR2Eu@scZ0B%@ogft|SJJDB9ScV4?@$Yko~K
zYv=?CLU?{c-5{N9=o>F*7m^Z2`4VvyDs?)T_OkLo4<pTnL~R*ojHzgVs%KPZaQ7}+
z+w|T6$KI6pTot%C!;o=(XUGy9+&q^0F6E(T%h%s^UVdx+=#A#&o&Hed*5)rhGoQTG
zU48C&^gaLOC+i1Kmx4DlTjxstx&xQ0o$DFL-lWMpykhIoZT2cx8V41nv=_07U_Tgj
z9F6ZjUH0G1V2xUKhDPTrM;0ojD|KZJX-OH8<qc__3|acKv3Ye{-8x@izpT7xyol5v
zJMt)YbD)<s6aPInHHHANXua)7ueH#S@1Ani0}+mYKFydF40##iL)Yi$6B=!^Bp>@r
zG6YDoi?=-T<tDvXJ}7T!?k*UgX_Ji9mDOZ4b>z!uTgMbF=~)R`IZ4?$yy|}#@zDq9
z5!4sj1pOk;i_sje&+SJ{r1#Khh=Z^<^Yw_xh=`~Nk+2fZ(l^jP3<?QuA<?*tyAgN8
zlfkf9x|LGzy%!mEm(XoxeNJ;%NmF|<zvoz4N6w*Yghv(TriMK<;b<}UL~998OfXl4
zs0%A7A*?vvp68>m&G-XVRRAP}1PhBRk&Wl8{NZWvCoHs>5(@Rm6A<yO@Ys>@>WATa
zAk<fWaXdE2img?#+>%?88WsBystn_c=ZxrLYzqGY#U%vThY;^Y2p^^ddy9P|C4D31
zjcxe_r6~|ON-GH?N7l9A^%X|Ne!xVsrXee@Fg`l&BcvDBAK(baj#+tec_j%sMIu#>
zy+io?PQ?2Ra5+4**6nv0nfKv`-(cp*iNR=0{6~?|AAA(?&4iQ)LYP(csY_zbq}vwi
zHM*Mo7d;z?Y(Nx@sEWvI5iqD}O>6AT=@~1+{OKLbpPVf<xjPouTJ)~o^=%e=>!y|<
zNS95mQm$IUP_n8qMM?s})k2Hn3Nu6l#N#{^o!VHj?5s8KHk*RY#_b00W%t%KfzJ+u
zzmJLefU<DW+Tc1KHG6voWhL~u(bd>9o(pG{AMdX5Jfft-)8Zkhl*P#(pD$%er?xE}
z_ScAt;kZPhA*M*VRWZe~b!{1B7~o*HbmtOX%PWqnY)BP^il)qx%B1?X^bvK@+<G<4
zF};t*v}W%$|JFL~dvwn7z8)+_t!-BVNy8TE^qtZ3)obud+BuBj{7#^SL&dDJRyC&b
z4e6UGVjN7s4=k<G)p_#7{%fVac(VWS5C8BdfAq7z|G)mrU;f!&|L$-9^atPm(aUGA
zDUzNVpXzDv?C<PmNv^V}QuNdmmK0{uwVf+^w9}X;rWXh?hWZjqj&Q)(=g9)Bnwn0Q
zK07V5xIj>+QeqRbsT@kr6204L*j%_+=}aCu-HI+QL3&|i5gS8sCC0=i#wFkmbHkJv
zbXQz*bbLx|JbW<Jm-uRQG{_vz)94LHG%q6y#=gM4a))UdrMdZp^XscBo9b&-Q!)r(
zB=b9(+Ul$7%L>bBLM)|6DYvk;yn>V$L<=+(O024&sH?8Nqek>d)>l?CrX-DDTma|{
zyhc8N{Z=UYg)sl~O7rpomKJ4Zgu$?77-cwM1sQ3WV2mR%#F$amloYo$)I+EkkaQ3C
z_Ky#Z&L}{(E@~IGCanc4%xU%bHvC(joj@QMI`p{$>!Q6ocp3_v2K~pO?Njz5*_!li
zdfhf>z~%GUo$F?Y-e6lXtlGW0HP`g2ZG2^8hy_E^;975=ZC^?|-ke#Ybq(pg%<1|l
zBVKXPZAxpNSQDGpL1U1BM-U3f*2TDoSQnYADNTcVjgeo)jD^YIAW>)i7SXIWSVpKU
zg|-pV#qt*~G;5)W&9g<S9yOa1Xkd=R;mxDb&C_w;!v)(hEsz6_)A4ynhkm=)elp>^
zH@$H>V%qIlKNwg)7+gObH175q_qt_<T7{{0Zlih5PEU8Q-roZPV%5_NNPmGvBz^s~
zi9u((b$58<c+4CcupW$}1D7|u#(*NuSI?MfyB_1<VZYN})IC<&+FvBov}x$7*ysY7
z$!n#V4n$86!%(J;3+s&t6$lKr5Sus?*5HV3ha#H+mhzlOQ>Sn3zRS7o`*SS)(FzSM
zpADd?<=*xI?3#vQWsS){NP9I|FVCgYemKf%lKX1PxZS5TRC8+X#e6FuQPwLKk!r9_
zC^|HHM(%&%LWB9Q<{o@|<He8sC$Dw>>#0ZIcT)R!@u`0A*)%1R?sIws#w{TU)kV9{
z<)NnvJ_a94cb~~ZPp7sYjRhW#`5%sYF8gc;9n^m_uQUZZbl&FmP}k=10H}N_gr5As
zbMFiLqwo1{zT7-`zC_fVNZ#T)zvv39n=%1Zjw-6LUsgA}muwxLi>ZT`_-|{c@3dE6
zSRa1Rx%+gUR!Zyc=-wmE_T^mYddYbx^Pb76G1|UX9X``|&gA<~SI|i0(@?FT;C0S^
z!F-r)n9+62=sOnHdip1-*k@E~XoHd{SLzpN4$?QHTInWWawK1Bq|k6|nhs5Bf`Ql%
zEm>Q)Z|1>^1+He`U2Gna_D3yG9lq6`eWHKx{mq;2J1@U&yZVmx>{H|6D-1y0>Bstm
z7fY9)ub+KlI{VZRdO8<+Jb&<PW%EdG@bzpSj(SdIdykj*9xaC+E;6mQghnA?Fet}`
zV<o|PIv#wu5PS%jOTj37NG%pCMyKh^E`hb%(offR2@4>y6-X2yUQ4+|K}m|XZrXr*
z+@Ll!*!G8A=M%Q0Ve7&0oV5u{&3h%cACB>kgM|(fdMG{Dv6}cCnp3SqZed*1bdLa;
z>?4y;RppGaXUWzt*R<6%=ST*sMy48Dx{9V|C2if65s@Dy5^{~X3!5t=JsE#VH2eHY
zaUp?(U4)(q&lZt9x7HK7MyMmkj%XVYSm+%QX6L*h)svHARLONjY)nWvA%YNcB)EjW
z`o=c^XC<e_mR4leH<!XnY-%s6ZOYEhPr8*+WWKQAgml7f`!Iq7K#$>xaX-SX3Tr13
z+!9~s@x@qCh_5izOB@de7M>4s4RH!j7`Z<4RFn*Q2~~r35_&Hjo)<bQ;sZioWZFS`
z&Y9{+mACZdC1)l?#ofiKLZ|V(6O*Iju==7tq{a~s3I!Dr@nM*F_Dv><Xf3|<!G~W@
zPLItmWlfL1?A(l;xY+m)0oQ~7qLmvh2Z@4?NT{muNp}e6msF-OBSwAEgOFPspO_lK
z_v_aC0<Q}4D<T4W4UX&ke9DoayCP$FIL>?sU<AjER&F@?jF?@=gF824_E2Z&!HDaW
zdJDFX*@7%)wYGCe0Fw!~SJtPHu);x_Gqh-|ZE%UbXNm<&JzJ1fEveNlX$%}2yE18J
zBpwe&eoS37K3f9K9uBH8P-hC(TK8L>XNa!GjiXMMqkE<K?CMU;R}Csl7@)WJ=NUcS
zE#35M(-c|VGg(sKoz<r(Q0OboJDoFTTHwo<>~)jN6$EY}7E*!4R57<W4yYhT97%gn
zs4#HQTJU_J6LZWJ;Y#lE`ZTbs&0Tp#6_~nN)C`Tz7Nfq1eqp|OE{6dX8vG49S2Gw@
zFkfbWn<>C6PPIAEXx?rH4yIbEX@?r!n~#KR>B_BbPNT=RwKoUrczU&tR!aD3_MNF)
z_2u<?e@$c<^T%KQw_pCpzxj`U{qw*3lRy6RAOG$j{^Z9${rw;Rbj$6RjZM&AU0+dG
zjQ}g5z`7jt1OfF@CUpp{Wae&#qGFp02*^oju;h%i#MHE8QSt~wm3UZcLP}P08ihpJ
z$>}NaNtx6VCDZ?yk{+Lg6-M_ER#+j-&*bE^BmroRiy~~F0vJCrHjdm^GWJ(&e0qE$
z*H4X0NQf4OSVDAMY-Ds?RBUp50#}QVjzxWy=NIIsXXK`dp=5e;Qf6{eb}C{1tcI!@
z$P!KU4Ndhecw&8>T{Yq0eNhfgLqPb`%L)sbGu9NBwp3M1>gu3@)mK#Fbam7>RumOi
zm6T%5RTP&I+DC?=Hn~+%R(5e#2D^~xvE1}jbXRFMR#+-BjJSSbW_m$JI%|@QBirj6
z`Z_uWy1SW34zu|*A)QsuF3zqPG-fO9jV6cJ?c3Vk^o7=4eycwa+zlRu0*8Cs$47uE
z0tdUk(82b;*WtFA*DMyZ)oEPcTGTp5AZfEKzhI@Dk#gZKjeTfoePq=-rnQgjol>X*
zrmYc@$tKT)**C#Q-R6W^OZl}Z>mkKN=zZBM9aPsy#`4vmpEi3{##WiOQSTqoc||B)
z<C4f%8&+L?4u(*tO4qs4egJ%OkT*^2<8uYa@r3tUNr(&iq}%E-hx*obdwti6t^2e3
zV6Vp8;(IXdx}0#FjRl|1Ixi>nJ3R_h^^~D<e6?b9xqRN)zU=N~8*zPqXmPW3ZEwgB
z6wN*a!`67k^m7aY%#6&zLAC(&1k3_Mfap1L1N)eEiDI>>Z?YWRLHj@{-7!-O&9?n1
z>)wbt&}ZEpaU4!EEhYCwVr|acL<Y%<R@|EaC(HB@5GXsC^X6u9-It%aeOKy(7aE`z
zTGuc*cTn((<u3O7AX)7`Tf%!edaK=kwS*OO_-g6!^)fylI@5hIw!GQeJzhMuNJ(N-
z|5TYw1InyUI#<UkW$<SC=5yD@I~yajaOB<(BjW6x{sFGe=jOfV>d-Ug){V?_Ath7~
zi*+q1@!w4NuE!2uD39Ju?>@t)nml|ZJAJ1*{aC&CT(SF9cKA|_4k6URZ@Kw(*o;)_
zw4Q%#x%av4<_r7T8{@q%9lMVf&07R5MwH7fO`W;W54wg*84gl>v$j3T@+l)@Rv>qu
zsxCg$U43D?{7irLu`Y05?K#JZlI>j2?>^9MU(XoaJ)Tp=*;_NjF#omc=%sG^0q)-z
zwir&%vaOrW?xpn}wZ47P(!IRiKcnrWdq}?2tXgT|JJ2&;N=wwd2~<TD`%~c5h84W6
zu0nln9*p|0rcYk4`7h_U&ea5>7!%u%Ms{D!`yVQ|?#lxY<U3Di0uL3TXS4gy7g!kx
zJX8f9Dv#f;TvM9)P8)hEz7MDGOxIs*B5NUO1RpK#JXu-~fqU)tV#D5_4Lu?%w!~A|
zIDox2?m8X!UO*DV(^Ks~UB!8$Rh;5Wrl=jmMHD#pOcZqt7XsJiod}o|Ud7r5^Knf<
zkuPtw8vI=|6fSJG;d;5Q=0WtY@AkRRr?&2?oM)4~`<Pj4n74K~PgMA*v@fx3sy5Kn
zK%0CGO9ygI=hQ;eu(DdS*{gB(BI$cZD*8t&n>vdIrrOJD3ZkMT7!L^3>uc{tia&Qz
zG{Ww=^}d9f`pWnUOD~~!!fn@L-iK7<Q=ziL>g(2_LX3$MU%-TV?`xua=o`YqLY1N7
zSQ7*UhHU%S|LQmY)&EA%;%_3T&=UAXEfU^^W+zaE6dlbyBdCOp_1=5Y5s^FuItpba
z9xiNH@!+>#4Ie<*3KK$19FGuMcyqUY*RAwIgWdXFVap5WiYp+)1mQpSF5!9P6Sh)%
zR#bam&b+B!p{ec}D+KS!<p`&U=#OF(?xv;32;&QvEbb1md4`WjBW{aWLcDQ`35%-_
z?|dU7`hytegK-~{@?ubkh~jGEbe9MEkSB{0!@?@5NN$nvdX|_|99Pwpo|+XE6HkBn
z`*cL|xI7lm6v!%i4C%%FaFe*C2u?6yGqa*2qP|HTWM*#k$W-mPvW67X)_K4GVmNR$
zdi;X0<seb3#;)w1iPG_zy4<3;gp|A3Yn2TtRZXcQ$`ZC9ho%Z?LS#dk@*P<8<qaw1
z?fWK++WT{fvM<|fXH6B;`U;)9$-3WW@Yfst^|pP`%`HZMlXS6k(bh`lwri|_w>IPR
z72LLKEN8)1siP@dSJge9KRREfFjmjn>gL!_)KxIPoVPV7w3T9L=xnC&sHzFmBq}v4
z5(gNdF~9vlPt(B-1(ChxoWgjLa(r9JYjG;APAaZSEv-qfZc3#EtY223)WXfEH*U3>
zw<${Nb{zJbx1iZqo5dw<dLNc=<K|J@dZ=|h*fp-M=KWwxS6*d(8vET1pwD`9`zK3B
zRppcO6)<CGR_k`JbU*vqkA6*b*FQf^1la%g|Nf8v^7sGs=l}k1|LBkY^bh~wPk!*d
z-}&_I7qHex`bHb88|y0QNvtg|66&iYx3CQLm7bHAo>z?eqP{GZSQm7!98y?Zj*&%v
zK06f>1>?wcw3%q!PR__q%f{d$PM;DVM`|k<C6<)L>=M-^*!V(L#U#ZgpyEh;5%)@p
ziA{-(!{bVdiA#%P{>X|?Y+MA!S1fOe;v-|?qhb<bW8-6DxnW{-44aa<Y3Vc;u{)WX
z5TBEpf*32z$}G;!E-fgca=JtC!73%q&DA9^R2!M7q6YKx@+-^A%L|LpW3}a#P*|aX
zHCENsmI>e(yOUHyRu$or6_@1TdgT{pWwR!bos@{LSD2kql#^AMkx`h=@G&bdEhS%=
zV31=;qw%ePU6xi}kl$QeBWZ2!Zf`|~4fPC+_K(WO6>7!o!px#hqw}y5xoh3pvv~au
zzt6uP+}{uE?{6O+22aipF3yim5BK-{I~(4R(dM5aBMp}cqgd-4(rpeKT~fuO#AKg!
zc(o3n#=bS{KAN)xq}ITs$un;9NLg&uI!3Kq^S15zMN1#>B2!?H6|;p6iNesh>g^#O
z&o<(+t6ND^v$bQvMthF%k*s@cjmg{>)4uE3;G<>#{rT-j^9)>Uhax|-c_I%yobz6*
zw;$q$P3i;PmV-g>jncF?Xgcg&3AC8@yWKZazWZ|P(eRADd6>3~m2$bEN@1#*UT>Jv
zS8KPs*Y^9hTM}-&M75cdUoXI)@wM8BoO!OMJ(nuS$rQ_p%n)%cAYPJ_CmyzOB1c?}
zOxJdgV`9LUu23woCfQ=$8z*ZGMbjDrQqj+rB4a_iX56RHpZdAN#9R$*3ik5w20>W(
zu4YLVg`O+|pjdTvISwXSH{c}_Ehpen#`cTPb-~B#gI9}ZpK4D&*6uxD^jyi-LVd<y
zx9xDywm(P;PPIyqiFBM~FkHn540BXf1>x%SmGRMc8IxJU_E+%Xcb&lp>Yc~)mtU+O
zzgza*j0YY~`R>Vl*K)FC#Q2T=F6S8r3yxo(|7LXW*_7+7Z|mN$=VFK%rT1#geLlGJ
zn7@m0^G^G`wT6|bMJqA9?#s_ir*90XucH@Q%%9`uy3KvrvZZ@`x}H5mxad8j<&wct
z2>B-82u<afMV`yCoyW=tKd|pVpSk>8fBmHeBn87Y&#5$UPkr!YCG<eUoZ5M;IDEbm
zxK<v$)LwkDcJN#iybs=CMC0g2&Y{87y0!^5u2+j{r4@leKa^srnGH&uw^3C+fY2dX
z#l&o_TH6AKf;A1x4$uZ3Vs`ufqW^l9)l2u;6w3m5SqHCHHcv<G$D@Sa*Y^gDehJm&
z*4-g6u$s+Q_T{lXF-Uz}`Puy0JLAo_TxTD1*yfAR?DxOpKYV2lK3>GYT;J*QUQTWv
zj|cD1-}`i9``#R4&$c_{Ih}MJONoBjcE>pkb3pvvNf&A$cM-}0Q(xOkt7Gl7kzh<6
z2-aR{@z`u7(|IP3!^%>MwgJRp8gHJ>^7A=osrOw^ZJtp6GJzwyv_V#Xh^<@S#r*2#
zfM^?E5FmZ|N<A`<s-S*p>Es-QSYUCIRoCFeO#ReMT}fqnQDqK|He#)jK_LnX&*<x4
zqX!oXtH4Z&ejj0Eg^e%74kl7qdWG#TVJY3_uf(TcT}Q|waS|Fy{0V2>xd&DQ!6<~g
z8pDz-d<FQczuI2>8dcXELrm=5)U=r7l$f;Cl!%WIfr4PqV{(AlQyg4aZi#^-XZR8d
zO&q5Xh2cl!csR%QB}z>ktN4tslbFH^LvG!kxGT<(<3dNFzW9{*mawGYKjg+BNOT)*
zbH@6Pe$vE|$tjUkEArKZu(gFWLZk`vO4wh*6Jv~cH&SS@$VhPyxAqjei>V@$K|HRw
z#5>$v^aO>ki4Vrj34oFK0u0j9l}+Xx$$`lepK=#{h112|BE7=G?<3R~*AIg%?quf1
zrDnz@q(+n2r|TU4Dg~Vx*)gS+NvJrET(MYc_O<vghJ27t_u9<ctuw~jsrj1L9^RA3
z(vyh#Vz4+cS-^vq)g*Tf(H@ln(X@9gkKB81NqlundQ(@nWHeX4TBg*O&8=5aL$-0m
z+EJ6i+vq&&GzA(qkGg0Y;>T%ho*It2?uo*V;XJqy?ZdfCn|0QsHgkv~-Tcmx9JQfp
z)k*zsiEOo6Mo1Oj#T2!VxeN9>rLGc&*nm90LBaxNp=_l}GRn-c5EaS-0tQ!3VPb6j
zN0@=RMG4sjvDJjZYBBEUI_F~?;t(=F;W4eN88W}tT?^VPaLp2Z%h+_$$|iMet-MLp
zI2ug;7ECbHR(tno!LY2VwWkn95CuuYvQoy5YF(X5QzKiThQ4HZz0-3r^TiKe{Ie|i
z^*Mt8`)~j7%fI`Z|NBq>^yfeRoj>?DKl$TN-+uee^UrikhMxA``pWvonns9N<t#tu
zm7u{y#482VYJN^?I%0#|mzYInAi$V4rjf}P>yQa41RvR96rDtAxjCss#nRD5S?L78
z(#URMPob9>7mDRap|aw^Q=qj_YpL<cd`jFaF&g?rJRjpCqZl~GM@2Jy!~`Q47K;)K
zPbw3D<V8kdoh8P^BgRq^8Bj)ZNI5CkYYEvYDL8CwXwn{DQBXv<i+#q%8UkVBNmZ0p
z)seMlfS3zuABkC6Q(6v!wJe_kZj8Qy>f%xsBnj<T7nS9uWU;E5mzJIu7n`4+R*(sZ
z45uq2U(8;qQc56=FD}Q06ORr9O`Nh)lenvz^0J01R!Qq5%^m$+{X@NCL2_EAFz7TM
zziIE(=JJ#AGP*Zh+wQHy5KM`a1NI|>ful2@dv{Uq9x?hxjh-Reb`~r>8q288s_^Yt
z+*{_YZM(s=VA)vm9~+$e)6Rn#@8RN_Tc&qRE}BOc%)@J5waKekbprD0nzObjO?4!f
z6#Cj_XXmW7ZOJ7;|14}YlSVdf4^W~_gx+zW+B{aVMn}3B@5^(c<mCqDDj-Vl)y&?D
z6|(Eg8y&0)GVI$pAG4hdE&JL{M?FjaCf$CAo?kwDz3Yd=bB@+oN1NK#w(OD2*&7!&
znwC7RtNu<ysGE;#dwuTf34K69j|Q*2Fc~(EFt6Ak7_#mUInSk_FlYlLz+>GV!0q8+
z*veeAg2#mQ*8@VIz!k}7tOoj>{Z}(gqwIU*25+xzZ_K*SXm6NhNrr>GLxi1f364=2
zX%-009+2jqb0%w=y{F4)Fc6(azgUIi7aFBPWQ6vfPh+_}`Yre2>xGTeVb`?+CAqlS
zY~JlQ?-4U=GH(xKq^NXFKprTm!~p{hL04wiNRign`{W0K<5xQG#nk<8Z9M;B;QC9u
z`$B&FMt|~d_2Bh_mnyWE4E~@ijA=Fiu}WBPTn}*oZJWpaOfEu?CT-v;eBDr3*-{@?
zmarcYd?0mS_G>*&@>TL?#RNiFJH7nOh(J1fV>)|nID2JaLy-C4tiA)|E2k)d^ifqK
z{Lf1B78HmPTt0(OVm}x>c)7UyY$o(%`uYp=!|%H<Kerq_U);W@-hI4;L3Hnn4e$B%
z;q%pSJZwC8qdtAT%5d}K_3FmKC;$+gL)wUpo<Y5{k69bKYew4vbV8|VqF)>RDb^cD
zil?>B8av2qLU*IoIPN}PIDKQH0%_|~xpg_^JQ`-P0yyOUi$!(;0Ag&OP0{znkHO~g
z7z>zeu=3YBt!<<i5;TN#iS_{j2itkLaPQmB```6meZKMFJN|oLdhUJczWLH|{E9nS
z^xr65rxV-v$d&OFw8t;?drwwFkCwsdv(`%Lk8e0@ysTyzeM|-^QG)o<Zw&O#+nNC5
zFFCqs1Rz_;2&Q8&AMP%bBQW^T@@LmtmKd7b>g>k@rXWypId5dtraFGi5b)qK+$S@e
zhpM@?Zcz@t-a$<~6aP_FMc;TK?FQ63kgHr=?-`QUN=EA&y31R7%7|8BvY?S}=Yuf6
zVxsScdlkj}5rHH!Rs^rYwi1#`4B>>eCB7O~IN>wlnWNBYVUJ2&<5p*hOR&GbfjP!Q
zgtJ@W+lwfdP+x!}ID?J?oyw!2!Qk)%x**;U<AVD^TcM)3T&OSP7TK#0KNPAgEVT%6
zg)K2*vW3;w?c;uxy+?^5&ybgFaPkoihTkPl;lMn5jtH=SHm_1MV~EGg7OK?RI)kgL
zshwAn$gG@LF*l6A0}3@YBL+nzrh!6kQTijo^Y~PJL^5G#p^+k^g}Wt~sLAB#?+~r$
z#5K7Zw?erQExQfd!*A~%E+pL~YIg|V6~v<15N~&BXCm~)Ze!d>VO{q=5{^+LQiPRE
zhMU|E-?H>9hA~mNa2Z*#;J-+cGohnMXwC>Dx;A(-zIDmwZ~NwfWWiM1(Fd6+DyJYW
zJu5n=D6yo5SIQXJ4&`+zgx=}AhJ-&TD{Ae_sccMP{wP~1RhuhUJymn-75rm&o^*Rp
z2mP1B-pig<Cz6JkR*iI_V!_I`e?f6|;()BMe==X|ZP~c!v7L6SOqI3m=?oSP-WKal
zw|up7ObD=w+BV8VGwQoCLFIs5m21m%{yN!e8NW>E{sxdj+^eBIlXfA}cPL@(K0ZR^
z=ol=fb|Etl>6i%{t+YB}fGq%ZF-d+{6HG;k->+=cSVJu{`pWT{VpcWn2VFE44J!*_
z^;>r(p7S9cDOs9Z6{4er*=6?-IdXuyxn|e!?zv%9S+lg>VcQ!2)(;>3`iQQ7`Aq-m
zpZ@7T{q5iX)nERHKl|BV{_!9F>_^}G-Ot{9Mm_YbN+W6QV)L=Ss-~*60_0agb|KNP
z3`k$esVES%Rz9W88F`E&xja)u!m?3id=>hH7&WFKu`-E%p|u2*mE3+3g^!8J@p0@q
z()mcz9$JO?7#+u)k)20ET!=1)jM!XBF$vrWbH)VX_iRy<l8B5*h>4Aj#I}!&jf{+s
zib9Wpvx$j}ijC&0QM96Bozbk8&qhEpdPxj7(SG@qA7RsFXO<S`Q}tL|QPm~*VD0S<
zjgr<@E&*gggp9)`JVxXmYpb%bsIC<3Mp0dPWl?5c5gnJ@XJR6on0RzF_!MM<H3Kc1
zo}HGGmywc{lo-}y8F^TOX(^eh$slOqY_ROfmI22=UXJKK$o;0;nqEoA<iwE8vE<%f
z-8;8i99pAZzhSZ4)@%-|6QIQQ;ihYE#u6CT*n6nVo7aulTza>EBM@}^JPzBsX=i)O
z;aKzeHyj>);KUF(*90y!zN6(ex5~4tvu|nEeA63;>djM??NB;zZ&#QaM&?S@bXYhc
zC-hBQT2_30v(_g1cV;Y&rXY}TnuWXF=hLh1fsK=C)DFvx0{P{UkfCC+4gt1tJi)7^
z<3zgbmY72Q`e2tn)S=yJU-mbz?zAeb)hb(^A=o3Qp4i!@3-m3yI#>N&t6Lq0pk&ro
zuMKo)yd4@is6L5#w-0)}*4we_=`@FW)N8a(Gmz>hX~RrvZFkVTGe9)Rc|ury#I`?<
zYC>57)tNPR$~DbnGd0vff{b9DQ`A!iMk%Zz@kMbh1<fpP4o_D$NV0eh?UMqlYycq7
zZP!D?t~1QNQUA3PHk9w0)xv4kA=zi7x>3GN1-67`!|QLa-TSWX=<O1U%W^QJ4|Z=}
zjhOekb$*H7FNm`9Yi%lRBd!{8>ls5kV@)7h3QZ$6yZdzJ{1eO3Ydx)tkH71F`di-M
z1KhTSn{V5%zO<ZvqT7GD7`RV)(}?|G*y!(`HP<Ots)m(COZFDu)%dK53Z7b+42S`m
zF-KI@W9o{Pjb`8VFrFCh(1NXLNLAF-oq+(p250ed_3+u^!IMRn3s#-LNSoL+WbKZm
zcS}zJbuCNQc1Wu3Q>bV&ID|}2UFYM+%vGN+>^)lmh;i>*HpJoHv*rD#^H3}<K3+p9
z9lg@AAnCt1z57TVdNh6fdI_<#gY9{t-oP3?lC5u#&YN3_yU!Wg70V4EEWmJ~{b2ad
z>f7|Lek~mPLpke{s4wr?BpfjJ>7@H)B5+UTy-@hCrzunL-<Rz?o*^F3+G+67ocnx|
zVW_y;@#OZ^G<yMS+rvcK*n4F;Ye-QdWu&5QvF*!zS4#c{Ll5UDR62XBJ$bcw!m#)i
zqtaR8UKCt<uav&a>HTM`jF|cUlXE+GMm%hmol4leXm#r@KL!)tD+O;Z_yHi|#k#J^
zKRU{u=4|blx(;(plq?Jt45~`xy6U<0+IdIQ>Q?u>qtSgiwRL}f>;5uJzV5SW0+#mO
zsf~S^W0!>vDy7<0t4%Zd7MhhfLt8piCq|G<>qx$i$t6kKKuKL|E^Ky&d|(a8M4?l_
z-J^myi7IIn&9Bm2w^|D|gzULhWw%b3u#~>e(j%7F*G0K>Se_x|_>{2Lt*GNXx=RGW
z!nYM>m6#|B^~L=QNfy2)8cf8s-Y32Pzl(GhX{)fN3L9B?YC>K?gcbkcaz>f>S|a@=
z&ImOao=&3ExB`E;Tqv%vvnM`9hJ|+<#r9%Y%Z2k)s4pm~LKkJ^#21w(&l~C&*Z8Kj
z6_h2?G?Y`w?{$Wc03ss88;dwvkzt{QBKj)9#a<-RC@GCM>I?^2V`M1uQFNS;UIO?4
za6pg0PiiaTo6I6{z=RAVEuYM|FgCv|p?`w-cNVAC-t4@RI7~L-$kA0K=9uCp5nq{R
z-$a#hSDeBsPRudMn<4hNLk^4y=BT_9-9nL&N>^nLwCml?fqSF25JAUwqq|Y5smv*i
zL(D`*y`Pd9pIerNFPD&fr=TnWpccL>Emz|+WrMOp@>G!RiNs5n%5=V3l>sbX6<~+p
zjcjAT*LlQy#<o6L!Q@hzW}{(#4W<yx)$%!WJvP*gsoETB(YUL}7mJ2f#mdzh<x2Ik
ztp!xY@<xr$TSxnL>p*r*dwS1QA^y2#zirw=w+O>`u&c#%05x=EauUZdk^?QaV>rKU
zAh)V1jfPnqu*&+(!m=bH4a4$cc=e;oBD#~79rYSV{fx14#aVCLZC$cd_et{%-g?V+
z3$`13ns8q&!FEFU)}0>tQr(DxE}i7^x^zm%8auPwdb2`j7DULftY}D9qH}b={c`VL
zYLZ{8^Z)A~|JPsq?63a(XFvbeXFquT^zGxDM^7F;-}WD=<@1uZE&!+1D3H8DnueG#
z=4a*+xT4juqNsvSA}+~FrMo#lD>FMIg}4{S7b8U`aXHKx5ou5<@WDjawqWC@(a?=C
z#mtd3etJ?0E|%DBjEu#zLYQHZp|6-f3aU+9A}fuFaq+RVr$#b)j7D)WZN%@2x*Hi2
z8Oa%@kTDSvh%V;w(Gk(iCF2lg5s_k`85M*5g+R)LXpxu%PCq4{cJEl=`Akbo^74Uz
zHP_blb+mW3wzRjjv^F%rreI=7j;kU+w+v1{H53UPb1D-?v8|a9&y&i{$f7$bGbJf2
zC5b0ORxK$mE-gNexg>eBqU@Z!H0G^|87YamndzB0VCi&UCM3qiq$b4Sl7apQe@3c|
zO@;|+x6{9D-&$BPDrV;tx|LOf!C+c9x^~ur*G4>+X<f5=rPFAe-3|u!caDyCPp?j{
zPWDbXbGUP8)aqAPme=g7TSus`m9@aQ&N;O1m)iq#_U#4N(fr2Yl=Ex~b7^6ttxs7r
zGG8*JE}6Ht>HWPEnkt!|JZC?YZ`o?yjD?;-y6xHlcxt`Cj*woRv+FG|<e3xsuIPW1
zI*vpS5uvX|hfq*DfA<DE*GD~TM_o&vM%_-wyt`TB>sUV=B7tw*?NM8sG`>#j@!;CQ
z0Fq3H^zyVUyW32A18QrFc~=zoY@AFiZlKe;R($Q|P%kgXWXbHupdO^G@-ea6c{l^X
zDfnRCx;GlQQ9>Mrh|WeQZ~zGH5LxHes7D+G`pQxOfw3WF`J|?nGD-q$)ElihdL6rR
z*RgE-W+8ZA<33lp&UhjtWYs*E(ybdgnQD!*jrC8sUNF$$UHBi!?|pCm^fTSw>-o@&
z*`tqF_g>HKJX35vl(9rPHeZF^LBkPM)UffHH?ctpSC)Dm^VXQ&GsG_H_Wk*j*XE0l
zt&AW^$lw32!*MvW|6=9kPxhYuc<1Ij8%M8Mft<wnqUenw#jLqu#?UaVDr3lK*=2ZI
zt<u+<gJV?T$TeufdPqC6r7F+)sOxNaY_<#%HPZw}4?Gv&^`!4=^6141QF$YPH5gO#
zbqoPJ28w5N-FRPPGgWi|g&xj_9?T)G=qcdgm>M6w(FYz*Z$DI?eIoMhXP+3^0NsDK
zxQ`5bw#=B1qM}1iFE#!f%7DgB-|EgkwRkQS2QOB4A1?<`HTULhL9&H?YJC&i4VJ*T
zfgS`4EG(8Bhn)v<vu|K^qtmeqj=mdN2(HA7xH^LiG48(tY>Ue`gcuGzX8l2V7$%Z!
zU8%T^gQeO-ses>JDgkR;d~EXHQ_q^(q>DAYVD(Ox(y%b1V&}A+aXb@e)<EpL^gQ;#
zg`oZtdfUeF)Y^`yj7QFSE++S%EgU{y^j#=Og6%w*!;9N}tT}w4rvTl^cE;H_yCe(i
zZ7}F4T!4~_h$5+_09>YTlxu6JR;v{hB2%N_?U^>$V}Fr;v>vH}36r$kzBj+(=(27P
zIS-_cy|HCmC;F4!1SXF|ipn8*b!oNeis~3B!W&$&^@+LUSb2I@?A<%>N5W~34C7T1
zP(s^?xEH5e_esd7u<qhZh$Zo<2vYG?K9UfFPw_tP);Gfjniyh=^Wx@+F|k<~4t?E9
zudw|U_PfH5a;v_=7Yadzu);GFyNzFakC`B!pqg$YTeskau(!q4#AB0GyVX&*!i@8%
z7mOo56=wuBOAJ++Jo52&>=?dK#P5ZW3macthsh)D)hHrJQ;Nk(_5oG8zU<<p{8HZE
zk}?rGDv2t_l!)7TqWCm5B0W1MEi;-ksHW`PI8;zf0wcvch%00g-dA)CF@E8UA(;?t
zsI{>D_06<QC=-cwZCSlz#f_brlwbFZ<PAuRh&H8VafeZ8t=r)v8cf_tIBbss#2iD{
zi8*G}N0G62V-q8>;}ViMlIV^;QFx8IZtcm2qOjtqH~N|wy6HUByO#mQYU$1<|6f*>
zSy@-eE*V2o)K`8<Jf0X17=(w;!TeEmMRRwC(ojY=9+v5hxpKx*F>R~_N&^zm&Y0j7
zv%OX8VOzYB#QW?T5a0^Awz7RNhZNR=wZ^vJw&JW^an&eSD<SF=+Mh917y@<dNLu!q
zXKj^z@&c+JyT)>1w3<S#eagb_38t1AuwfBD2+_K>G^k=qZTaM4>9hf;S4~q-PHA;A
zKw4s81tp1P)v1G%B@p|iGknaOHC3%{HkkeGDqSUtYu;2v@1()oym<(Jtbu2t(AJv#
z)IGFY0=*-u3b-_^I%0BS6+&uVTI)T1vPZ^#dYN~um3n9I*<;=FccEV^(e*E%?En17
z|M?&O_CNpIfBTo;`SQ2E_4)T+y?FP%@BYxWxz*9y-B{aLoR?1vHega_j%4ZcGJ#8g
zQO(C%MNkPnmYtuMlUtCR4;GauK3k2X){$ZOT>!z@Ps~mg6_DAfY&a$-$1`f=BPHE}
zvx>?}jZMHB!YN8m#`}sTY@ZY!J_;)=E<T2K2;8m6D8l&&t(ZFzXfS4xoG15%+=`1t
zjPa%Dn7a|2&}m{`$y_ojDn2qQB_=i}nLZ;y8xxgAsG!7z47ji2$f2qhRhAUDHr6*(
zRo0i6*VC^}*?3wiLrHuyx|0esG7HkuO0swgDU>K>32Q4YIgTh=1P{$~Nr**yC2@xU
z{CSA1<RruxiYqBTHaQ`lBJv!Tn&M+Kk`h?kjE{`SNlh%tPw$k}_Yb$qXSxjbNsCL}
z)7vmI-ZeJWW7}HVI$PE{2WIr$I=f6~R$J{Rhr{mLbZ<GgfU+J2k5Bi{1to0nl*GQ>
zX$~A)HbZmzO^P1+$d+&HP47K2xXzSFFS_b9uFfTA>*!+jxUPM8v3APP%<BDsx_D4s
zJY#OwZFQ+FO~^BllHsg7H9g%+o6RO7>nG5YRIYOwT4?*xT;Rd1>vB5qXcpYW#wnYL
zyaq`(F9xlrUF*la){_BUu-$zlb({^`&scTrc3zEdoQ=4zCN?idvAmW&ExPS?CY88J
zYx_ewNUhr_pU%1U#wAzls<)l|kN2Jo@fLVE<2b~ZQ1L3c$z*VA06$@6Q)1s2xL4Bk
zv=>e5>vhg9m9Bo;*sR&;VZRUIghE3tV1U^6M%^b<q{mNQ=#F1#+2cEYp(A&6EL<J!
z?vus6Crg3*Dz^U|C&QNgK83CZR6F(&kt*hcfyeUwx66kgYj$4FY(G<ZA4m`1E{0yt
zjLui|DOlOAV4a-bCvtXn%q{R{wJwMdVijUq->!jsw$XX`Qg`yoaP^t((GR@vz6ia$
z&Zl1dZir#uv)>I|et|ir;T8YjIiS%Av%iNOJ$@NdII{h4noU3mT7&XREHwqdM#>py
zYH|5iHzmv{S3PX1meQO{`N)901R4fqMrUtyI}g|;l(~*3DEnTvc6AOF$(LJz?v75^
z^iP&Cbv=Hydh~MT>N68VPXPX4A{MMI?z7RI$Li3N8NzA1PqD&mS6?~;+|?D?ze#L5
zyg`8Z7-h$=S3*zb_MR{8K3h0_XV`l@A7U7NstP?^AxgLRL}Ty_(1TzN4#Tf-9x3Qv
zoH5i>x3{@Bv0!dB5*j=l_g$dmxo7F-(eU;?<>@Qa&Vv=(?y&!A($4biJ})<8pnx5F
zqGNqye~iq0@ZQYM&FuaYthpt$-&$}OEE^CNDnYTQsH7ya$nqCmOQN~JI{-3nZmpS0
z$6gt+7QjlPs+cGjjwRk8gXRFv*addn)b68YHYj;pVcB8kOW&3ZG^<EguD6(cy@);1
z_%dzn%zDGTqh<X>VL6;K?F`wD&~<|>z~+|545^z?`1}*Y6<iMv8ol%d^aJQvut??%
zoeL%jg-xK3$7dR8Ce6xalv6@6H*<689E6i%#E?)jVeN!ox|K=d)3E3Y3$6EsOyYm2
zvas$#<KSi8x>#I}n&EPx&=6$Y>OFigJgl!46~p;4F>vIo+=EbAVu4ZIo47+^g}o<~
zo46w(uegU>GfkLRVZf>I<*>p~X5#BSikMLfl_iFXU*}7=jus<D@u`qr;>@k+3Samu
zdMrzhOdi8xjGJ(`e8g@d!A^jxttW@h#C1_m)>B%Onpc#No)tsdiasEwkeFJ;kc2==
zi{w+3SY}QP>I;i3ErafW=#q+*!crEx5NyIOLve|{NOEFgC`t7;0Wh(&m{%0f_^hEl
zyKlS{?m_QFzI3j1LR}^qq!KHKfg^g4yZz<|U+1>m51;Z_=sHfRnNi3*Dg*9Bkih31
zK0pjm7~deoH6SglZ%vmVqEw{>pIA%OY}UY2Wp%N4Jiod*jnq11*T^WGG!_Rwj7$88
z=Ykr~$c;vjFx{s2XL6xTr7vH!R~okJ=PcC*f2;rgg!g<na5>>Q8`n5m)W*6+d!uxT
zE#0!QxnjAYVtlETeaT@}$(*^$;H5;he#zRz3c#?kK&`JZZ8uCC%V_1+xNB$aRRgL*
z$yn~hV(E&fZfvonZ6t44UB)jlwjJ9C^U#5CAp|SKRE3?zRFUk~_*_NTF!{8s%)B@N
z9sFIibP{qap3~L!Pvps#N+}+qX$aOU>Wl90$@x;YR-H%Pj@^zmKmS4-`HgDwb?H5w
zy!WIZ7G@(e$CjSVVMXDZcl_zcuaF<|#ZK8`t-;g1eWrTwdi!4rl3%y;zx?GdfAP0}
z^Oyhrum6Db*PG8i`}oTzk6w<CDw}FsAZ0<nFU%^)1*}T%c1BiiR$dN-)pS_*sI2VV
z%$&l!0^yGplxCo~l2h@u2)Ab=(m++DFnJWi$Mlr66j4hgRvkHEbHNZ}wn!$Q06#K@
z3)zuGkFg+`90v@aC|6uuw20aBF+Pg5$Edi7C`1?13t>ikL}FAl1+`p3D6|M6w-8`x
zGt^f?G<uBpD>!CCya91di9_0brM{RUW<kA(i_1w)VFjQdQ!F#qmX<V>mzCxhHrLfv
zloUZ;ttcue%g=-KMN<;HjXYdRY)oMmiwC)Rxj6~3F|>`NNCioQz0X)N_k@zcz%em4
zR+K0uC4(=^Kvl-!>BSY~W`nC}Z>ty_X`N7XF6xJ7mbwRq>)X4^XEc3lTR^|n%htZh
znWhOv>*9)3yE<=KGqL*Ua=L@Q;Lg@AY<!<@%jflN`2z<>hyIY$y`$R*%$nR%%m=d{
zsDhN?4lm-HrxWI#Azm`Z7b~RNCbe7IH(Nh6S35jgF|kxd`CUK#$mWLmjg|!`u2hHC
z+r40KcN~uy16{xtPCvGvytDal<{Zb9j$`T0<GH;T8cqkVmiAuEg<i~gZl=5s#`U{R
z3!Zw{jns2r>AtVremcGNaKd>tVm}@BKbZ1Akl}Z!EVa|?wQC1G=KWsNZog%J#26g1
z9v}{p6K$5mKBkk*B7OJS3RL=UrfI}>pDBm{QKF5rL~)EtN8*dEpFX{}Z*s8;eiX&Z
zEJYF(Bgcgp*bR5<_^%bakLPwD%?59#0b2#{Ph+z%QzL3+0|RwD;lF`FI!ir}0DC^3
z^IT3+D<iP64$0UIzj-=B&*!%u$@ktY9)Gs#yqeg!9ycCz2c9TSKQ}lprq&Nf#^x&r
zRb}X+IZLyAwT9PvHZIw<oHn%LmcS-u#gcj^rj10)?tRO8{iXTpbF=4MdhmSpi$A%3
z^?Q47{>{<Nx1C2XHKLI5u{v;1ROH~KEm)hFMFt<KeOD?2b%$&1_&H<KRg3`OSxqif
zuDV<8N8Qt=>Y?f4+O`a0!;?!@wu62PO882~!}+gNj=iDX2eU{Z$`cpXMNxIf5OnKO
z?hW~L_Res~u=16T-BJ?ct`h|s)pIU`gwJ=zc`C))I(n^Tv(Irf=DCvZKAl6Au?Kqa
z0wtybz!i8f&6IFG*uUoQhYaSwBpYS|-(lMuLD%v9r`5>l>BkMT?a(|vwqoyDu}PrQ
zgR@|ja{sw-*tV|3U)kYP-POAd3WF?xp7rfM3NGi&&D1Mc{QZv5VBkV-4GM?^=v~Y)
z0*9Dp&f^K!sREZ0rQ|%FLQOG0#pxPSRZB&?Vkh58c3@ZC9ZF-3Ok1hYQ{7%Bou^WY
zOdu5oy{yC{3&FzzBXS-~X#wEJgC8Exg$(jP`<M$>TCI8QV948|@pc(^di2{p?1@<R
z`e1+I8)FoAOAETj^XXwx8(Qh)vhGdXe8)y<7fzaeU%Kk-C1?lhtgWAx<jQ_|O+#mX
zLL$3w@q;oNJnPyi%AD=UDat_EAb7qyg`F!QrNTDXt=zh`!uZH_z7k+UeW9F$19mHk
z#OzP#FTt8X5Pjv6g;^8-JRIa6m@tN&t6Lc+tTrA?3@gKSmf(zrZ^D0tg8GI~Q=AEF
zJE6UVH78&fV(5qh<NENsZv8G?xvy-lTPS_lHxs>;;c4ToLJQwc93}U83r!VczNl{k
z<ZtcH8CMlM4<}XH&f4b8n#K%3Ub%(wWVEUp(rTJB=y`{P&ue#HaY9KI$?$mLfMrGJ
z6((lqiBuKx4E06g>o&x7yX44-5SbL0Kmd#_MPXHyRwV;uqeQZ}GO4vMYjM3+yV<O<
zH6xQq#b@QmGAP8GBJL&Jw&c60CUh4onOW=uW<?Xl7v|VU?-L;-W0qT#*wDccEeHM9
zKT$ZWD3K9Ich@d&R8K9H%9qQA<W%is3{0}G79SBwknF>x6q0Fok#hvVnmaQk13AbZ
z`EsS%*U7q~W}^u*s#42)r8d_|FI@T!QHn7Fa&T&?lCmK(^Eh2fL-~-pNHU&-e`N}=
zPXr>k79x<|En$eMSSe>@sc{O*gw9v5-)>MCXxA!B%Zcuh=66r!L874W6sl_bU^cx!
zg#YOSs%%PyEe1t@J%smLy=aC00i2(f@SKA3r1YFvGI+FCtXMk`uC2Y9s+DrmWfrhw
zo+hoU&g^d-oi3CumqXrg?2-25@^;=JbDw%I%a47qm%B&GnZge%iinNb{9~X0@cZbi
z5hX>LU65@;*UATPd~d&h^Xn$M{^j%i&wu~-zxc)9{^H;L&G*0k!?$m~_5As#n;ScW
zJ!4F58!PKe^Jsf4EzBz{2ThutS3v1@R(@f2enD0apH`Mu7Uj^*T~wG`n1eY+(mtO4
zpxpe-g1mHkf--WzwI(K0LWJLSJB0+Pnwr3-q@aNzR~X?Xk^YJowpc3Ydw{F4adGIV
zSeO)XvC$%UkE{weLdN56;gWF@6UnavU{MSx89T<_y&I1k7S4uoH7*pUnXt~7PTq}=
zj!t4zGB!3NAt5UvAqUlzL~D|;xk%~bUy%?i%_}G`F0Lpm>1=E2X=`q+tF0?9XO*%z
zJ0~9>FC{rAHMt}|FE=YI1HUdI0o^5XYq9Yp+%l4q7)>%oMf<S`Kta;&HfVA}91a+j
z0QHS!4b8<<(;bElsopl;&{SAcSF~&#wFc-aomt%+md><F`m4Hn>w0^eI$IlCn;HiP
z`cx{JZdK#j+}H~EcJ_8cd%MBi9dFQS_pN&NH1=(U^FZO)hh3?%1p93VV}VDDt_u}$
zdbnOPU45UTWW_%|r6uLnifN<NHS|mt&RJV$EKP=;zIjLUA~=XmnyDr9ZnJo}|3c@x
zM{G<OUr0D~3sb_4(}}>NxxJUmhwoN`PnFwGl)>lI>t~Y1ts2Mq;K3VB@aatOnbLOJ
z<G2`dU5|TjCN2BD3y!9dx#C4<lk;NCaXM<*A2NpqEqg;UZOy8$$9)e;1F01ciVFw*
z_gV3iTlYt)3IgE;UWuX~&JfvB>l^9N0aWEYk&&#XZRg~TVgK1YMEBD-+MNf}hc7fh
z?~h*VE<Q1zyw)ObkYQX-bo}VmYT*9tCYhp(DeooNhe<E-@6#~|PM%Bo-qS^9Z5u~&
zHyF>Sv!44CuA4DKNMbn}v@!3yFWtNvKmNpc_L*sEqlHQuD7B{T0nKK|>{=58P!Q`d
zqsC@yr1SO4)fULKQ%enwLwV@&!p<Yb<)?a<A5Y)vY3_dY<Ne?Mi&vlg;pHbky?XlF
z+t*)M{a3Qk0~Oh-tt%<zkF(}R>X5*Yp1#vxd<+eB9@lHm)UMPtOzWF0JD@*$7VY&D
zi)H;&g{(?-4CPY`ZVq+ZkA{hz3s>iSoJkzvbN7i9&ObBRL0LKDNIJpU?*n6d_D;t)
zhb;Z|=aze)*>>(P0{cQ5F_?3mPU*Z7xV78&rw?E0FF&`29?da##`y&63Y;JP#uGXJ
z#6*}1LkSVZq3Ybds2~`;{(Ev16s?gA4Q)HazB48DKwIat_MLIZ?wDnJkX8a5Fzmj~
z!;#(lGrm)Wdw<G%AP-zjbNRv=Z=$=`0z=FwO@O-rg#`xZ%*5e1uu;?zJ(ZxtI5x|U
z*j{95)O|L#^GMAS#EeNoqZYiQ1xvH%d>l{D6zmK)HjbLM`_+bqi8)>``W*-35QCQ;
z?F^dvX9AL!OrsZJ{A?Z#hJ}TYrVzp8@3rm?QZaAd8=SQ@a9Z&+ulSm^{`NUXlfqCl
zYZI8(ZfRNjP$9{DyhMH``Q{sZT}<lNwpkTvHwA{F7Wd0ar`UpAZH|s-U+?|e=0d5u
zZCKentZc1q&KK(CpT~t{w9qDDp>^v)-I`HooG|}D=pb<t5(b-#38NT3l7ts}DZD$0
z!Vzag*b22Kt|?Am-6|}%!d@BLD!ecGtGnVRVo)edEuoG$q_Ff7czL|6U+FroBkrG%
z!r%%|CWV(J#F)6%ZMyzLi1cDpQotp|)x=lDl{wwsfB4#Aa6R-?qFL|fl_a(G=1)wQ
z1h16y=Dy_g2o@4?!@#Y#(yQ2+)z+6grm7y1SD<q!gDxyj#yBD#MvjO)5=txsD=aON
ze7+bv5}}VKmjBJ@c#)asQvq%zriD?K9fiK4NvEYN2T@mCl}OmqMBrhI*Z@SDikjwB
z)EDXkJQu=`<T-OUcKwRV6Cp6<6aXCqdQUNB1nLWEmtUOFB*`9Cv2??bv1~+HJgQ>f
zq!P)|J&{k4zM(S{N<(#HIxSQ!lKkq%3=|;V7ifJke=Lq2oGO@{FPk^jtZ#R+9%$Z{
zsEzf5@&eg%>8z=e5hO9K`Sn^_800Gz1ByacalIEKT7Tn!x=^}YHe;^pnaI()TUfKD
z-(=1R^0ZO8T29tW<E&YA)@nU<GwYSTviyq1l#<#cN`g8^bCt$w-BvToO}bEu`v+u<
z&d0_sb})0`;jizZrfMjKT(DFl9huLP#)nDU+>=XB3ivX>up^2>HXLV7)p&h4U>Y_q
zciJ?zx?yF$#!&}%g6ColbyN6g+-h0dX`M6I&Kg>&+GNB`t?k%!iEg9Au{FCHSYdm5
z*4VJNCD}fgK6>Z=;)hTFr5gD)JpbSS`~Udszxca9|Jg4-e*2xLPd?cXT`Q#X{gT0!
znuf-z+S0<(;)3Ez(&z%hkjFY<er8T-K|#2F5vK?qMK+fd5mCqEicc=eD#%Mkt^j3C
zAu+{XB!GG{V~DGCdWg7~a&6%h(fk;m*0I1Cd;4j8Qd}ac2|G(<!@z(=L~;ft79SfE
zj@(C+x+jW{$YJdf9tEH<q#9phCKwAX=FZ*dyLY4R+=;#uA@X2MDkCFszyvpp0p*=L
zF?a7WI!ud8NQ;Yy!%w)2co<QxgqUb-D~<|CY^iA0F6nHj@2qcZs;-qZwMkmqV6n2{
z$Y_#?ekub^Bpk4^gk%l?5E*_QqEU=Qqax8}h%Q_>dM)FkBG~+_Ypm$#sUMQIi0wtk
z$b_n`q9%Vx+Tl4^_8hB3#$Ml-o1fCqRNC5B)zMyGT~0A&c6th?S$b7jaeI5+;);BB
zacW^@*5O-Qwn!H(1G6+8TUuG*vh9v+9D$HhU{!6LDGpzocb~0T51>?a^h_4W^-WCr
zsLWPq8^#x^CRf<Cr?$Ss#0%(Fm(JHs6dXli+Xqds<hhVzf^k|S9)CEr_hMO?Ld2w>
z&iEfGeGex$FZ<p1Mz)`-0#9V?$DOWw6T2_w4&N*veXQ|6miZn`S&#emfiA62LaKjK
zQ>ir6a>Jb`Dl+!VuGVncziDx!-Fsi@5(d-=tB#&aQaa!!=%mJ}7zH-vJQ+tUxz8pk
z4`PuJ4`lbr+`+Sj{im~`htpUV4DU|fkWgCMe>QjcV)68y@#L)mmY0Y#z18nOU*fg+
z@c9Cv>(jSp;PB*~f)CXU)Vw14C5L8)+96-$yPDoS=3A%Sex%-hqF6iZns?T%1ll&P
zr)=jV_VW=Ae*fi?>zqVf%gh?{CUEG|bvR>yL-$!=luVJmpQ#~sKBmUNZ(rLU_g$)Y
z9;zRF+wtN@frsC9A^+@$Q=k0w;`2Yc1OoQ@_YWx~dh}h__KkvQhv#g}wl_c@0VP4J
zo4sWCErAh&;-N?Cz_r}5Pn}$!&J9in3hS84Slv02Tiwb=QfyX19Q9JRLt=YP)`J1Z
z;UGpI9+YE$&~r-8O2II+XQE_4R^C34hf{}Y`v2K`^PtB2{Jt}Pu05Xd(|0%YLDMw%
zjQ}AKr?@W(2_cZsg%FYe-2x<mKnTQrHx2ZCcR&3cb3Su;Y|l7$?6{KbZnDnS##1|+
zq-wXEt!%ARm9lGH{$pQX@r-MetyIc?XP(k9lKAO>2K3hZ^ZvZvVgUEpxb#rB^k8J?
z<s_J_)l(}R)aW+iZ4`xuce;8;4-th;SavLjimcSinVEkDv@WuC`;}|&y%$4|nH|S7
zA0ZpIdTN+mS7N;`9*&TJLOW4;yh26e9*J}fMphI)+bX3(Ju44~*G`R*O-+QN$%Hbp
zF$g7fc4KJk`81E{UTU?^f&8s8PSs*tIZ<@m0$UN;)={Aj{gwG60X77c)!Pu+(Lod$
zFiCMEd-c?;w1n0m#X%`)fzSmrUr;rU^`!OeGfm**s2?RNhQtacMPO`Zqkn1<3Nd1-
zhvum@#;J#+Q!#!ERLQ5~!S#M?sLmd3nB7%678*^V8e>3aU#K7PR81|n0ZXyXC`ibt
zt#aajV(T{EE7pN`N4yEm#9TK4#bJ9bNM70^a!c;q%S~sXR@;=<F~HtE?^f>%yGh6`
zu>pxFIxiR^MSrfo#K17+N1<E<qx4)y2?2)n^xNVl+*-uoxgZ=S^iIkmLk*?Ih)5)H
zr1%tPxHoaVkYoanFZ?rcjqtC;l__T}C98z%g@QU4UifR`^sAX8a*Lx=&s9h-j>O{<
zHrFSjkw?rcLBwB#8~+KIdSn>~aHTk<N_==!aocYR2MLXonSH&sIk&MR&+4uX#(T_@
z%?PTp>f4I$Jg86r(tC$01}!qyI#eTN?aIOm86|c%GP17Tx_gP}6zh0d`8SyA<`#*z
zARI8__i48;BEZP%BfXd>lEWthcH`DX09JRiuYyo$>&?flDy_V8KkqtP%j%JP$VJS_
zt=>8yRK(6}o9|(cWf!KQ!H{`^ieG$-)c~9{v0RzPg5+;sO}iizUG_DI3I;md4JD|T
zHdS8Va4|cEYKw&IdSUrZN!{Is_Uy9iTjZTudyB~aRn(yI(zr-rx5ivfE<L(UuD+YZ
z{?xpj6uo_}c6?UK@*_h-Pg34*#AVF`GH>>RPHk}k^$Jz?j1~@#m)3V?_m37&#+qUe
zdd5StQCH=#oi;{UXuZiXR|BfTIWOxs71wv&uW897Bt~l_)!XismYMC=iEvH70a&!8
zu`65JnAxhzwS;Ocfok8H+@EZ)2C7Zo>JCi-TbT$*>b5neQvF1wirfXWPN;*k^0_TK
zzPp!?HH!y5knI<DRj#>ax;10F{hnA$aJ9`FZ-NOn7OV#JicFO?<yY1T<FT#3z%*Is
z2(~*yeYlQRPwiy5X?CS+=aJ)&|A*iCZ%}dlXJ7Ka`*;7>Km6T4`se@b&wl><fAYOA
ze!P`DH0sQ~tsO13a#>{!1g#oLO;Jv9NnXkMk{~g#QVJ7`OAB)Ha>eE&K!&`$d$|zu
z*%qX1s3<!>H}gI`d^%#WzmQ%chfn<ePA0i}A-#y%i|qPMQtlaq?bB}pqW}WNXp-<e
zv3ww_;8kgiNXPy{eWAOs#TY@}5a-WD8rBwqhYZ-A>({ZrIG+mSU%~rg{zxb5^{ZF-
zC{knyxog}OWGg}rbL?8`(Qh#^BobD@x+2-F+qW~*N$IDP<I2s*D9wg`509cqQQy!k
zlXIR5$jZ{P!d!Cr(9CW@FhhO8gXKPXl$+PD<z(D0%)WO!?b^-jR|xz|%JXY#it`FG
z^<$kg36pPOsCz)#*)KOc)$YiMJ30VWY1FA`Y6mk`SX4}{z#VB>X<d~>Qd(GBQ&v)x
z$3V2BtHx;UusT#KU4tW}nT)6`-geh~m)Q@Fk0!xEhz;R=&CHI5bPBE!shC;9z`J1E
z3AAg&`^LyF#7JnCw$&$WnUO*_gO!Nvfu<Cd&Ft*sbtE2{NqI#Nhhh(h!uv{sTkEf^
z@y8>0SxaYwh_1*3RcM!;$5tQ=j2AJl)?V87KYF&`Iytlacr^N8(6!V`-w@-Q@!96F
zP@{jX$GzMcSYy<vAm!zXwP8xo%D48yx$t0w8tb*^R@|GpodHf%X491n$|?ESgrz`O
z2%)wAe)8noLH6&qU)k25n^9axpL^kPZM+&MKc4_(iWq>8v8A5b>PNq^&W4;Ll)n1N
zfP`Qt?!lMg{ZGAHZ^n07;(K8Q*9kp<=^^y;`2#(Vh;zs)+~F59E6)t!!+th8<Ihde
z6ODJXWBHkJ^R0d5nF$m>r8C6R5~o&7!USc7PuR{I7@cYuFjbDa<ThVRA9X)ta=~X?
z=vaGVd-t=o=RaOL`(6}+8Q<-9Ki_!z)xx`<ZGHHI-6!8)IR4zX|K7R!Xf(2|B8yIj
zZ6>K3_jOFnwBgb)N8|bLeQ?E3j8qWLZ1&C{(e>Oh>aOb671gw4UA=LEmxJc+LK0}q
z=Fmd^)n2BVba0ad!#G0qh1Rv!K<g;mh>Jb+Ey8J}YKrk3M{Yg0?+V1k80rfZlsvVq
zo!YjZO|Cy4PoA1-T0H*DzxT#PW{g?k(Z>Md_TYmL82-_xGY>un@r&3f#7GS9C^6jD
z&P;YdzQI=4T!%Z_6<F+FJ}|GJj>q>#7uNOB)se*=Lx3uQWdHom;9PPbysi!|^#o#l
zi#vLXCS!XB<dc1lpP9zdX&HlH4`nV}s?Y`qk+$K98pgYb<hgCWOx1L(H@FIGs7E(m
zM|UUH@FT7opdxcy{b<z1<H5+DYW1;s^$Z4umHm;01DIgL7H?y8SBKaOt*glj5`F_T
zXYw@<SSoamDx@Rp32TgQcL!7AAHCN<9S7|N0;PR;QZnMM&`t4C;)vA;);nVlwA3qf
z@y|UjpN#OG9}4eK?>@40;+hEe;C;acLGkLRT5DTNNN(pB->Iz4rlE;yNI(h*pRZMq
z@SIXAi0~CcODH0)5CRDYiED%a`&KGCCF1ZYO(h~;LOP+o!~pU9hN)qq5O17B{9at2
z%4dn22oWVdmAYRsO%yAQXdx~O-6c@3BG8ZYV);=V2gNJ(JUA<kOer~z!|@UXiPVDR
zx%xtSk>)x-an0XF>xKH_R_FFt$^k<lat)!cJ9n?uG~||6;c?|qGc>!_tG7$(E5{c?
zViEan>nj?v%7(^d-P#grbcV+z-I^i@U2s7&V1nJhdY3rX{cErhP+y2E$Xd+xsKaI#
z@;o!one!b<a$m@^n;Dlx!;YbJWL$!)!|^CI{3z<|r{|lTb4|1BbUMJuEtR+32L;dA
zky$5Ch7ly{i_HAh8&nPnnk)Cl<5KI%+_SAO59kD^nx@Q-fdWjnt7)I040DUoZ|oFg
zK)LVNl{a@60J|`{sNODD^on^U{XQ5(u5iP6pf<YQIU(kKr4x~w$;Da^`LS4Cuf9+-
zUgBJokIhIO4EQ!1Cl+h;-g1?t*yOA187b`46}nT@(}}s70aLNbUF}|K)Vm}mPn8|o
zYOtoM2i)d$bedy9rgK!FzCv4_Q;T)ZsBG9#fxd!t(XA^UoG8Ov14aRDY-YRJJ|}ZT
z`JIxq4;0k3+?Uqh9dT3!lPy!xX6$0`a$97lJN`hqdZMCYd-s+3=>7P~r;|sl9`h>j
z%D(o<=;nRmBJ`CS`z-PMW-;Gv%j;H`cdN^~)TKk#YK>7cU??B5R#7%I9c`XVcCH?c
z{`ikR|Iehzf14M7@rz&l<g4HP^MCoj{P~~#`5*o4kH2{T9sg8ds9y`Hp{un^Qc~Sm
z*H&6kCL!mQo6F>}tN^f873{A9YPj#C!E%6ul^2$k<`z@Ph$JfnPmx<#UR=f`4)w(f
zB)vk+8PQs~8TYf<Ge(BtgQeXfFvjE#59;<!5?|L5W*LG(kw&r$5*$OxJ2#<wkpa7b
z--YXi`a(yE;iI_n+HEG1bQ0Z2<-Wu<xMBER7++Vfu^oB&3Q{dKj=YLYVjPK55*OK;
zyo@t;_14uZnZ&xXvMLJ;z^LXT!_r~z-(bWE0~T4x`hXM<wM<f3QpTwuCx@(lNgj)z
znFZO|V8_yLT)%(s&gBc=%1CDhdNCvI+TB~}xmg)iRfY1#Vy(FWEcwjJkY=R5urQ;w
zy{d1Zc5qZq+rpTqt4k#<ugsImB)PfpV6%#Hvvclcwspw6dgL{AB}#3>u&K#CqxQ@x
zr^CJB4a4+&|73)qmp;5ZM6L-i7hV%3KG8!BuU``pg*5;cuZe*Rn}Z-ykG_bmKbu&8
z?mYbHUw_VA%)a()oXF7f$;kRM3z@6cCl=TOJMUckpZT`mPhn@Ry)-R6)DZCsA8CNt
z&p#OOuXoHJ4@ZwjEptsE?iY?V;L2xqs2>{Q<X`L8PvV5PSo}>qx_haM6ZJ++XPAN^
zs}NwIHOZv0@0NUO+j-|pJ{ympBKby0l+7Q4vQ(0vSw6J@jZZ!{Vs`Dknb>{jVp|Z!
zwfWNW@VkM%50eD!_dazmo#;J@cHm2awH|yk;98DoXK<4|zo_#DQ4TJQS6CuRQ1O#b
zttn(Wz72S&p*1dk@Xl_-GF2@;G%Ow(=66RR%AWmjnRcGlr$&|tg8SXeFGj=11F=Wi
z_|xIJ17++)%cqu4^}FvT5qMx3*wmwlkepS!Dxc*(dr+{yh&rf@QeHS%%zX3v>+gQP
zgLJ`i;ahR|(f9nvi*J5^?e*^_pZ_TS>_>~we<yzSz3|R!*TUZ5!k%_A(jMKy4(c;a
z*U^g0bOTAe_raNXWaJUahb*6JW_LP=T@vba^Gecrk1s%xX&0qUxf8RU@T|hyV1kBN
zpr9=p@IvC$=1Hi6n_9s>-PHl19k$oNH-ls~7HFoB$Q9{e2apBBxefLDqlwL@6KJjV
z$JUJ}V+Zft;L+#?ng=wxGl<;Uedjs-?mS8R-B<3l$Iu?88ThhJxUi=m9<MV|aX4OQ
z^R`*16ybz6ygW3!I22yg1p))p&h9`!8D7wMXZoi7U4dx-Tte-O^sesOVo7~`-z?0r
zbu9(o&N<A(KK|8+12G%L_3{vChvyJ%HhJqNV{Bn4R?e)9DcLtfQj!DY8%rqz-B`3Y
z63~i0801X{PjyYOEQS^zfL#TatD)Z$y~KEwR&KIzN~1(&t}=RCv=dT_^QIO%89OG9
z4ZE*ga89CoI&MA|Y8bGTnf(ngV8>@`t+O(Nzs9xH>|bw>><u7p_0A@>N!F#6SOOHJ
z_7DT3pWP3XgBsRA13&qAq4t?x^af~CMOQ_ATL}P9p<z<$3-<`uONgbEG)ieLE(=+8
zF2quL?A+k`=7p5U1)B@!iJM?vA-&E=lS0USL%3uYQ&yNrb|K+X_*Q|n5DH32Dxs@T
zb*Ush=fqX1IF=B3oE0{gm^YrI#<&?a7@tTfC_W0c$9XY5O!WtekEw9JaJ@vFUL1qC
z`ucR~la!DX0#V2?!PH`YC&*ot1hMdl8PcsT!dkHhW$e>Y>wF%bXVO>Om<uMou_G7H
zwy8V6wJ)D>;r)Ue$O$YjTwf#*=h0x9M89atz9U4@^)vwWLUbX$pgoZLLiDn<2<-ti
zMW@f81<-n#as<REv`Xfcm$M75(?!@nQiNuh7u{Yh;M`mL!Ej}w@nDVepatc407UTx
z$CaCayT6@zwV;f$mdiDb_uBd~>$2%jgk6tpyPe6l<`rnA5@`kyEqpdcsQtsGY*{w6
z-p66nn5$Tm1o*(n(jJi81GVlLp@j-uFGoa1EhDKdmAM2tWN??;W~JVw+`A^9O4K@+
zYD__ycdgwXuGTrr`wT@!ca=L{AKk;eZFa|-wWQxe^p#K;Cx!i0F3V`{EpW^?ngdK9
zB-WYg$r${)YPKW2OU)Wnd55}i91=cTik@nXwTxZMb~XK{(ur9aL(J~MA~p+#Y&G5`
zMR=<#y4_1GGqR&{FDhK&`sKquPprYa*ff)D-+Vm0aW;JTW@7*K_yK>eU)h7;9A}_I
zLuBoC&o@cyg`95fDdgMLIZ&b=t)Tw0OI>W3sBr}A=T<v59-4pr#~=UOlw1G*uNn~R
zKm7S0ef6Cm{F8t5kAL<%KY#n;!*VRSys+$>3K&Pm8|&H|WX;lwDw(7TWrg~xC@#s(
zLS+@8yV!z6dQpB2>=df%J>d4F?pYqp%|oienz(z5R-w#{TXzZA!^Y3LeU~<EI9hPP
znB1i@U;?0elf+kQmUkCDh8cD97NUz8B9p;Pu@@<56#_bO4xqTsAo4n?_*Be34c`pK
zMaqlg&rfVhqUBhPM9VRbWTq*MFT!A{O-Vjp7vo4Km6usKzH#X?jusKGyJ^=6gRvcn
zIAos4iF_BaF%j-!oSKzI+mWoig7cgzDvBDKB>e+eSdHb?MeRK`#l`n>^X|&zB`qD5
zjzFI`)~mD0nmUTQ`>UH2<wJ%Rho^6T)8Jnkq5w`gDDP3q21hz=lY_d^HiM<pWbf6F
z^-Kmec5jbmx@{`j=LmIpW8Kryj>tCP$`M}jV*7e><Eu}}HECc{*(1%?pq#DYp5YP-
zENI^YRPLJZ^sMyE(mwpko_K6QJR}~Qmmis8C%UE6;iZ$|*zr*GXmI=8Wb*k~<VZKO
zr=HzY`8GOz>+ONfPCrrk-2u;fk7H3WooI6|C|t{Z-Yxyqa@X23!}6JdVj$Xx1QLI_
z+vsa<Q<u<)<X!G}MY}>twKLqNvrGM}%B5rd{DGG66_`!xTG-0mdmr3<>4bhTyVK`c
z>6#}sz1};w3;5l&M?C4Zot-;a@mp_P8!sJ%z$v4_$HU4HS)-i+MnXWtkWbs}^u2TK
zzMnk$(ob-G@1tk;Q*ZnXxiUazX)4A`vw{L{p1{fXLNwQ`JSL`Y1HDD`EBVaAcW?W(
zE3~GXm~GpB>)!ozntNMd7w<?pbI`Z<`PAG|f8<!T_S#0aji>5Mwr@N)qYPIcnGr3_
z?+_uFbrd5GTB|vA43sfos#RnUj>%vCbnS~jIe`?q^VY*NhdjUg#`fs@Gp~Mk<@7tD
zr$1UmSU&kt?Aec&&b}L27CLZ<4josd9iygasHAs@ltn{=-Nw)9+_Adjin$#eFqTG}
z34nF$N?6jrpP$a_La`+Cetue;vb0CXZl=^e*GBcHH=zdAtFzZb0R@yXx21#qPW~KR
z1`IT(7~xfqOw>Z}pPKK-{Bg%RouWOnpT3@xkAdA6lMg=laRqTrNxWl2#STXvd>(rG
z!_~DXu8pUYERe20u`C|yM3d%{YIa3Czo8E-s;7dz!SH~?sxS}Kj&@h+6s1FrMQT~z
zNOQ@UQtC7{`g}cei<<DFc6MGj<?aiH)xKHPq_=M_uANyN2repT6KXQ~i+iKHuidMU
zsLa;8=G$444Xjhb-Z8hS1?uHrfk4s@NtKOVdK)bP(5W4f{Q(-@2@tM49z)M39<j=S
zU^X!(#waFS$MWplmKMYWzFEJas!w03wp0x}1&G)g0p?c2{^t5K2lICvFw8M};hC6+
z_Xi1s8K$Mvs~zsucFIiY9y<CW<j1QF;kBApA5X@QE%<U~Z#_>nu-Z+Gp9UfUrkm-Y
z9FrEpqS8!Y5C|9?CgDU0drJ6JVlqgED@EvHOvm--j#g?YDGocgt<Ehh4i-~9t`la}
z|7R%4#Z+=Em3bFp>->i26G<Vx7+3P&dE{P*GsKwCd?|e;gwwh7VjU738L~@A#1uP%
zPk|UiVx1dVDfRW+Uw<kktHkh8bQz^=u?wOUn=&9crB|<A<j#2{Zi4y}!F3q**F`R?
zRFW}bYnYsCLwyAjZC#qes#><PAnt!l=$u>ZDKJumtSUyCC@Avkj2D?ILZ9HLoe?BC
zF;3_%WD=b|oMH0FZCQ0>P<W0@74iF97xRjUirry82nb?uOoH#!)RjZf>waDu?$({G
zE0wjGXg|P!$g^Hu5wZO8nmffz9!rJ#B5%ec@*KExlocNd-sj|}l}c`7Z9!4MCZa8|
zLag=W6qMhpkY&NLfU$r%CaJksReKK;seh=rLz!PxaT5m*Ppm}3#zC&uTy77@SX2xo
zn_*<lY<5gU=%xo~Q|wum*=8!Op(=Br(iN+7E!GUXO0^S}EZX2rO)b^+jue=^QfOea
z+bs)6?be`la-l_Ks^}S!uqMfZAr@jwU*1@t#<fs46|Wl)ORd2wX9RX@quNxiwU%ql
zWfs3|dZj6_*>3U4RK}9QF~L)vT7c-q%vS;~X3XCbSnVLnrL|PHtB9q^dWVX7hYH7h
zm9{_?&wMgmZ>OItB%fXD+;}vyNvh#MlXys!f;x|urQ-p9p<ru((W`IGA>=Pt+^5t)
zsTb2^y0*tWvQVO9_sPT$fA(wj^`8i_U;gr!KmXm|`|7)2{rva-@QY8s`{?15!`<UY
zC$A!NE2ATJWzT@LqPnuQN-B}koCuhrD6gozs2nza2@O0cS;fqes2CGQz*&U85L&of
zEH>uc%MqoJ=q|8YckbO2WUYIdsIObM_=r5iq!N{mOeF8z0ql?}+D;?EMP{DWLhQ0z
z0QLk5?1qq1z$F+sUKOw}CX(rl{b5jun0<-{cA04-qKmhlS8rTC59f;oNfZ}Cj%`Yz
z-$Y34;*Beph5EX5HU09{D;F<ZyL>Sv$*$bLox$U>n<+-3H_(1JGg2D?BKa>QSsJs;
zTWQw^G|g+9lMBm}PVZPKK5_6Yu(D_KgtfEFqtP|fOk!wuRb!iO9h>TKhE&T3j@jiA
zq}Ob6$iJwydwM-{D&u&|<cxZ1R_pZldBOvc4P#*05Ly|TTOabqm99t^D|Mb2h*7*>
z%jOFgV=uBdgr-m|NCNkYVm#bPFsVmhrZiRzJE*0Qbq|*iaUYqkCO<s6)Z$rfvjjoG
z^hO?NBM)_v2b#qbs_QgVx{w;;t`;8Z!-wj*{Q+0JmF$))rqH|VY|%DTKv3()=bF69
zKCQFPGTRLnm7bu5BRyqy^aPPN3!yGn*uqm{vyk0_y2%`BdZCL1I5Q(+X{(Pdm=fV#
z6+2>yGhmxe%s1a!r(?cpD&ETQ5fB6p6{1T>sW1F%&&Q!&Fh#Y^G!O}k?5b1AA0>mN
z<&)v$)6t#x6UW~ToP2-o@N@UxN0R^M$dNkn)U@^9z4Z>PsQusrOMJsTBK?41&)1(%
zfVTp(kg7X0%<c5i48HT;z4xh?kt^LsEHkdZv@e|+`Pz3rPR}0??tbQ8du71`<j#}N
zEh|qgf%RVJeACJ!JxMU&6`-_MPK?JN{ReMdM5ID%8hfY%+C#DAPIY7U&Rg%Nf4Kkh
zrz=OF`w@*K+t;6&396lapGoM{@t1+uKT9IOC~bW5gV@urV(U+>;cWo*oj~tXiSa7f
z8sJ!&b3Oc?AHT)DtO#v(I%E7>$UC(~4IO#%Hg=Z^+Lh(RU^+FDR%Iy_Dy3C~Om1cu
zrgx|-YnpN(R|D1#tm>B^jzesK5IYs^no0H}w^%JSI2zhjr6YE^bGAdNmvj%6V39E;
z+<7s1O!?!P)xW}@Q!T_@epF~&q6Kp2wJ(0m%A}sIBEJ0PL&MgoV`bMGh^YJ#RVb{s
z>+4OerOw`}k%oNE3^(K(8w<x2rK9zE=8ocNTeH{SHSO<qy1KmX0n<=}St~bd>IOS2
z9JUVoSjU*PHN2#aZx1i->e!d$$ACE?s~O9W%&cVMU*X7s&4;|2d}0f2s-~AA_x50`
zx)U9~WKU=lG(<;ei)&!j>ervzJj;Fda2svf;~}axN%;2z&g~nipkt`lAZh8(?=zIy
zX6m)$68$7i!72>B;Ce6H8B|R<V$JT=PQvzPU!8ZYJA5#}Z_w%!>&8nbKd3O%Fq0pA
zHgotX^-L}dPy3t#qu`uDVe>1TbE5TLW2!5!X3zT;*3~8O@wi?H925{EJ|UdocYO;(
zOlX{xtUBj(iSyzl))f&>d=$tC;cI;@*pOJ_8iZVGUoxe&L=YZ{Cgy%Z`-t0$lvm38
zLJlGD_{8~y@mzi3fC=Y|1Al`$qTj^uV*JSSLo%hzE}_f57FS}ok$}AzP=109mzqK%
z%)}{WlyMEAdgAVaxCN-;GIt?@X6I2cNMFFXu&3nB*(O(=eq5@vNm!TAjY&(Z@CV6j
ziCRWh7m1La=lO+ocHx`nr9!EDPW3j5YN5+w@>raXLxmO+>PT!prkaLskp5z%A#(UP
zGcE(N0L;~+Erc}ztrV(W*I-eR1WwQu0`|CP64`y;xiFoiR~iyNt`Q<i%rvt_T%T5M
zjzk&q5eNoi4}%MiJ*xp-1BC!ryNAjeyK*V82BBZqk|l4sU)z#hE+dmB?lZN*d5fh>
z0QeLP$(muA-fL{j*BYg2Fv8X{&tm=RsVcbIj9D}mlER%ZPDw!A`&JrE-b&|u?c7$k
zD_To@i`B)z8jWfF%o!PUlG~pMQwAaP#DTAto4pN{@_T)T3VzdhGGyDzWp~DWbtCpl
zG?>{_MG2#48E%+NV<{u;KjxEK{Z)bW7RqG1wD^G;NH540+~M@R+!3lZPS&Z-be6SD
z%{Re@?Hw*1vPn{yeX$*YKQ`tgR4;SPG>rRd$J{kbdxNXT`p`;yV5Mblv)xDcP=N6<
zP8aVY%jp=RPioXvOHu;hKSS7|vC2`WG`i8Z_Q3wtAAa?ph>u@i_y_+06YO97i$D9H
z{>Oj$&;Ink|G{^D_~i8Y?&i_n*2(7D;cOsEYayBZx@vhvak;d-y0V0rQYn&*`X0P5
zxwNjVxV)l7B4YNpS%GBim;!v=%D9K|m3Au^9KC=}u<&@Bbx7ovSa>7}#{b{I1OpeJ
zi3vuUJ(D~bKgc)I$zqYqLJpk=x31w?iJ_rbflQ4Q;j-SijVilLMNvwRT@xPH^@|+C
zb|g!Y*AQ3Ng&yM!4j9MKvvGxdKH^ObC@)>UMsVQbWue5bTtt$I0RKfiu}ebQrS1VX
zYz87Q)j@gtnsCElc`;$^0DwS$zw2ozDY`3@7AV?eqt@Q}b?e$g`|6=><J2ABx34{P
zt)EOMAJ~%*ZL7!QOdF%yh8S6_?cq>T8(1C+#I>OnZ6Gl?o79C85G0h*ZJL4&-nh!2
z=yS)q+1r{~A7DI$eX(?GVb>n(hS1dP_JA{{Fa^L9vDzk)cVx@ja+>-JhwRmAt3*F7
zGb5b97H##xc9;~aTaAOxDy6-`8f|c|k{@n!%{Sw>MEBK%vV6RRJ>a#h(H5?!7aJ59
zTYd(w96+ljSc^a4igla(4LX+;uo6yG^vE#mR=5-Dl_wJbl&HXq5Z~HVQBM<G>2)t)
zQ>YP3YtQT}kIkDe$Cxc5T6i&Ce__XTiX5t@6D?CqEyR}ApCi4d&b}Yo`!Eqd8^t9<
zt3>x12o915!;3il=;76tC_bTavRelqr}sW}ZN3>_ex%#};M)7lwf52+e`2B@C~`EE
zcx+5Qvuy(bdupLzkt`fg1@r^ZD)64`FDy$ZgEQNmsMh3jE1Ly89ApEYKWm=RBfZ&Q
zzxHBc@6#!gVEZ4vu*(*X2a_*MG1dfj)bKnBn??6k418A~19cyySTKI1Km9Uv_-=aR
znSDIisy5f~H<=gu{ZAcd-=BH-?I2$u+YJcO<P!_~5qs|(haV?Tz8ie=2kXy%9ET6~
z<f{dykT6K+_teviZBwxhSZ5@fEdDwutc+-P-i<}}ar}6asOVZg1*x?|Q`)U#YEUMn
zf85EINS=5>sm+o#=he3t_3C8uR(yVzALa358$WDgerQzXU`6M5_<8GdFZB51D#uJG
zd*z-5rFThSV<%?#6WX_Upl1v>v!-FAb9RR&N@m2P%S71$eLQD0JnmiYp%rxFk$vmf
zvb3U`hdXC!^xE12wzkpc0!veIU{LNFkWQ#;JR^;hgSBp5{iM1^-(F-Nsdd?!o#P6J
zxplNxYG|v_E6P;WIm)WM{@S9^-dbIE^{}>fW}$y^N4NdLj#tT#0V<0zas1T6f-19S
zzDqzwpsFq$Qi;_!v)xNC_C&a8YOyW2PSmi?yV~wuZA(5eQf0+p5nM3)s<x1V_I9XZ
zZdyC18rs!G9omvEU3vF#MfY&AHOMBH!t9l^!021)q=jMO!7yvNwz&q+O1ELEc6tdU
zi*{zKj}Fk?4^ta2=|VL!VFdh3dJvBnZ;i?6+{OTIs(Y!I?=!!=^d(`0R@LXG-@bzX
zgit}bpr%p+NoX8I6vBzLx)?R46jy36D29^f7llQJ;=%_LIk6ORLM%UW632+~rI<6O
z&WHhHYDg%Cn<=L(CEHM9NGUOSOiddRQ79;3XMG(26P6nH%vH!LA<u-DB?R2L0K>UL
zGLo6+Bhu*H3OiR{V%3rM#*1Qp$$cVwkY0omiMQcI(Jmw`HxVQw^d+<tjEIiD!cn`_
z=&B#K%NT#xDsr%x?quD#mVW7C3aFLx%EXi7;YjJj#^*s%U$|!w=~E`yrSv-&bBk|M
z;D}OU3JH8Q{SH(I{-A%taFZt>xE96fh2^(J&$Y3*RhdU%Qfq?}UsEO}St4K*=qrRA
zZ&;XMVy0ns<rK0?d4*hkZee;&!+k6)?gzJxD-mgo`#Dv}G8H}f*jebDMwl42I9hkb
zsIiK4-(3)<rP4c+`nzbnJH#_@Ud+6Iy;E6C<g90~h_oBt7afS?3K)9MthBEj4^Gb2
zyXIuZX^Giah5GWZh~DbSn9Lce84ro}MoN5ij&h5ynuco%C0RV2n31t2$@*kVcXm@}
zc8|7**gt`P;%9j!;+aq+G%!lnPbrqy!eLivU7@j*u+r#Wl)IvJOc-Z2nv%~3OkO!)
zjnb-HYGVnHGGZ@x&$mnjTBt^<Z_gUEmNBfv5*)OalkM*rDkSG-a8(Z3%3NW&f0?>5
z8X`)qZu#tLw`aa-W>rwX!2X9fJDE`$ozmv6e4R~d^UEhfjmF9Pc4ZmgBE7v<KOr6S
z)z2h)lLzi!tF8aici^x8`mg`uFaFP8{HtI5^vAz<a`g20;OWEtCy$PwF^hCNd;`6@
z-gb3EO{26ziq@*CkXDvf$SSJan%Ya)j1(Drfm+4;!u1mCkV1?JAB-s^j4!fb_W+g>
z!bg3<Tw(K($bA~cLyRNgPTWL&VUA&T5uvB3NZ>3;x!=5r<wcerMT7~4=(^63{|XI6
z;=FLcFvM<LzmbaK)6<=Pl^_}JnP7r(Bz~9h%>aU-%EX<}b1T*)g(|zkc_F~K2&97h
z#9q60@e(oqtCucay(DPL*DqX3PmL^*WQ700tHRC5ynQn->n?q{^4e0hwj~%JT|IHy
z1MQyq!NkF&Co&vfwJvN;#1F>TP95=svG{>yc1=f(qbH`ET{lFxEZ#+xH`eE#?+b4X
zr<|@1`)r5R&wHX4Z@hPUp_5q#<1ISxHlCvv41}?fUXU4VvyDSeNkdO=OMf0&N_l5q
zi@F$Gq<UO3U@Ldbw}48ZTFALb!(*d!QDN}P%ro`VtDSRuWYpVed|o`(K_6un37tN$
z(?_D-<gb~SZ!@qg8EqSKQ~?Tu4+f*vFjWW566VZUsD1anZz|qn40J>ftZUC4JQEUV
z$tNZ@@2Kr#_`)LC<}2sM3p=NkN25C=-d~O#eLJ}MdOWn<<6Cb<=`EiPag)>UMeq=I
z-q}~48Zq3gp+;s*&>{BTO*4<fVR-o6nS)QkrCPS%j3uAxH{XtLy|phr8e#`?<CS^o
zR2w_hutd4_&PC7B$g~v4&k<9w4>-Hk&C8`V#QVMuvS%1jq_!S>;aff%4sP`ZHo9Xc
zL-P*^fOUhy;I-8eQDAFCsfT`KK46IX!FTX^knt#%8dKWHo|5?4{(HyXJK(Oyc{ctY
z3_+fUR0g4orMbhmlSl8}2k*R?U>0AadaNRR)Vus-@X3!N08817;QMeSWF(jZ@>FVC
zARm1ddHNGZkWmJaFMcQS?8i%V{j5H+(m^>st6)2|bFff9Nw}zJ)Ke2X9+=tbnuykG
z?L@ySz%sP-7aRRux`}%BA6r#Lja>zR)+v%!8EXK3x+3bxwuO==|B9MeI6qObgVFHj
z(EQHG?3#M%&=A|xQw)RvGfy@pj>fj0Os$<wEFGGHs{_mv6A#VEv%cYS5MhMYU_QV;
zeel7zd~DiyPGLOn2sFt9^Wo#ky#w2Fc;Il=x;WnD>#ZJdF0v|0T?4X_wlaNt#b|f+
zU~9RyT{6&GGTc>eQdOGN)oyFs<Z$y~ZIQON$lg(7Zm1Y*lxV68H0%P)3Ux|pFw(p6
zcnqQ}8?Q?bO`>*TX8`$)*^Bb0p9q1(dk5@RCch~dMF(=%mk{6x1Q_35HZKyVMru9h
zcB#thWZpfuqZ<}M{W{u0-LZbaXsnv*CThva58?hrx?Is#XSg}M!^~QN@x_drlBubs
zb{Zk6Lq(o>S33E<qpJvN97r^#`9@D8!}sXHFanR7c+}V8zK$XCc&N#<h{woX_1NdS
zMyC|j4SDyn(~&3`P54KQAdz0EmcKita$F)p1sXyKpRe~K&j*y^qtIiixuQ68{@K)F
zzdG`_D2f)Q6kZj^mylZGKjDC-G>{kt3PVh2xbu^cS}6gBJ;kl~$RXVNybDRxb&JYu
z0bk|BMS@%B%1s=}4O7!e)E6oXNrph;#ORQKIvVUo8l2Kku+&gr97xMHHI7xaS=Oog
z$=MFOzio6%&VCSaAmq(e?6R~=Vu+b)(`M$#86FN~J*tm0SZdf}$SUrftw~N~z>r>~
z=<{)W@3RZZdX|_HGEziSF_A2j-YqD*Nhh`5DWPw=W3YhYo*tG~nyKa$oranBuinhK
zh)Ko4B2jk#3KL9GV3c(gxNC7aj3h$)mqow~^lR>Q79qjrw<!zzMJ%%%g~Kornk$-(
zNo8r}ZEy|EJ-O8PuouJ5Am&&_&E2Zn`(;&kpkA=oN&JbAlDdpROXXCg*+@OmOw0UM
zzj>M^LAHG>>FXIBD>u67s;FiPNqAN7lxl621Lo2JONrK2>R*-5Z1B1O;$G6!k&TvP
zKe2C^a>lz1J=q>5)y7h1ZF5#ZX}YW_6N<&s!%mQ@xLd;$Wxhn?>X~wOOR;#|&AN1R
zZ{c~c4O%|jFeDbD$R22G?i8Kis4Vs|l?H@aiGnQyRX$1#NbH!e+BjM1U23w2<fh5$
z$w+-L(LS@<5r{WOx7!wWyH<_|ys;MRblp_ACA{8C`Gq~uGU|{wcN8hQ3P&eu`NI7~
z1vZpBr~dzv_W1Sn=ih<9{oB9&KmPZ>`1Aky7ysxF{`C2ycZo$hq4zgecarggSzlb;
ztF5i7tF4wxN-G&Y)=6a2(rR$5;3){(!@y_AD5i}m=tL_0Mal~_);-i0tSy4~jPM9|
z0m#AxV<R$$a6UP!^B!%n^C;3>h%vDjDOmDcWap7&KDO9xRMWY;b<V~oZ+{;5B8rc)
zB0qL+d~p~VdyYiN38BTWyNG@Xrwa`xY_7}LUstfy_=saBbQfn*S8^EYOPFIM#4cUF
zeBr_s{;qHhH|K4Z5PLVuii?X2b91uqsI(2C#4ssn3WGY76%r|sj!aoy;lN14#+i$0
zqcha)jw-z|)p($T65av5)aYy)_qSWzim6E7xSvw#TA14wU(3W?7iUb<@+qRl5e3Wg
zj8PyUu@Uc2_Mn=;6PW{b&HZ^5b$8{!TLuc1W(oF`!CgBx)8J0DI~SUVU6r2IPD`k6
z*j+v9lZ|=^bM`Dg)Db0GJSMWGTsR&M?JDgADK|P7PJw&(TL95VfmHNNgxmW@%ha|i
z;1#56pv}|V+GnVI`lHRn$z<nXF<7w0hww|sc}WWIs(DpHkR(nGt4!tIOdozWbMR5@
zCxXm6`qH!i#Z>rc&=#q8Ew(J3Y1dzxPw<7lJ0q&7-;P6{F#70=>}KOKcB}`(zVmjH
zg~z>5od=&!Z@+aQ-d3LKr&kmU54FixX8%sd;v>!eXOpYXSP;;K54Ev}!`yssU+q|E
z!N>Egw9OwW*-&%ETBhS|o)y>{gA@+prOa&guD={xeypF{?<fDptO}eaZ8dBPfV3jh
zMX+ZNs@QAS-Ulyzh}dz-r?ga49jM)TLulW%|9%Px1OEiP3ghMhFP-0|Y*)m#581N(
z)X%IFK&#eS89DA=Jkutg5VzB_lt%z;_qFZt(<yGa#%95L=h+YDp8j|NP59)83;19!
zf08`<7+N_S8=a~H)dgK&HzDOEgBOnBsY?5N-Pmj$!CG+ZgVvg=#;pF)ngL_AX{w=H
zTMAQs$VL+`r2q==l6vFmRQv(Kcrz=mAW0D$khNTMoVsEMhLuxGWJ?=AG!kD2&$azz
zdga)bcxa`}(KXu{TA@V<4^v6M(%i;i{0JC@DgI!DFOWrpo!67}Y`Vi;8waM{ee?05
zEfG}C8k%QSwLV4ZOqXP`y)0sFkNK2-TYJdSWz))yeX>b?i(B91=&v%g6b?5OYNUAs
zk{qMFbg(MV)h3;8lWHZoy6XJ?irl`sLbJJX^%#gQ+TMn6f~+Od_y>5W`p~AZv#2O#
z(RFT96FV3QCHr`XLP|fjKgu;QB^LHIWYQqYLbGRHiBTEZ*RUYW6w>If2N7ljm*iJi
zea+4=zg+FCn!>ARSCL;XLT)fvOuo9gy#c5!k^MpEyuzRC<(-ZzM$)W{=fFE4io&;E
zO#-Q-J<1xarM8=VzHhmkozul5ZHzMdEftnE^_>LjCT2TET`g7eT$B*<=JKVBDdB_4
z64StQ0mckbq}PSh^^KIeL5GQa7oR;JGKzWSuXL9<QYbeJDvl9$(ZvhG&=UFz2_+_e
zUyl@p!zBibVv|wWP~rfg%!Cw6X)SJcenL~>RHdcexPJW#cZxtv8C-Z!sVU^w0ef-p
zd<kExFTM;B>%tKGCK?QhMH_XB!6lgUm#?InBERtsTr94<lX<nZr)a|0G&S2cXss9z
zH5gp-#*TdaB^G$k)g1zigL!oPF3upmxM$8_rd_@!IQb$lpP$AYFa?FUnO}Aj6qrQD
zbVUptnPBD?-k?+w3kZZht=5g5IqdG~91;zjtKp(nRenMFO#~GrQXDNNiKs73s_ddP
z*c5=d2zo&h%K{WuzzfV3&U0{f;SDriW!=5Lp)%O-21j-ONGWk9)LoT46WztBrr{nL
zHuMR<t?*QlK<rv_J&Ta^dgDi-yBa&P@!}dgvx)Z;J|{^vXfB_gZvh%_c2`;4(1Rr-
zu1eSr<G~tSCJ@ug(NeRo2K5zKq4<LZ=eF1bR@!?^?k2bvm}xCNc{uIpy4ofXoG@vx
zlS5<l39+`K=1y779g|1OU17Bi*-91;T4P7;vzr~s$HP6kQfXrrkPRHOrcTP3iaG}J
zTl@2C6}j-r$eoVZEBf`t=*f!OjE(`()!3;i1dneL>j}A|t}0KQ_1-q~G^N{}@dM5J
zscv>n5#DT1o@iiDz?2BDbtjHALzc?c-U2{s13GEnV1;E`=A3PCF<Y5!d-MInU#qPD
z>UV%a<bU|f|M0*5;(z<6|Ky*4{P3Lz2Pcd3iQTP-%dri|xJRQJZf)$StFEsqsVdDW
zV&@SeD;%&~c5@M388E&Cl7cdBoT3zNA~TDe*L8-B7-I0@)AIzHHSa!kMcKJz@)<9(
z?U>R|H_$d@-Kq7tck^xrU0Z3Q6jG2VuBAiq5)w;5B+}rl!krNNk11dUP8Twazat_W
zh7v=4rACdZi~M!DO74r9<F$(yiGDGHymI04m5Wy{U$}UcX=7>xiTc7QLx!b1u}eaO
zUA%aOJ+liJg-E-6`SQh!=O?bY{K<t1NeS6|nY_>&BVyeH5L?!mUs{n<T$ZKisdUct
zyBCyfK6;l_li_YptRF6r#oJ<lXKs_3r<#ZDa+RS<ZLAveD;(i2*L-hieaJZ7$N?-c
zjt5)TpSqHd$5L<Ydug2uZ7NMZd1Fs*?`V0Su|n&R(o8q%VM^F!4K))}@h95>6ihEO
zQfzfCHH}5;r&94SDy_F(kCTi7+OYX%B6g}@I30>T9$GllM~@BDypTaO62?pGkfYw<
zZZ!KE`bW#y%^#kq)54hAHa!2yZfIRkx@`GW$0&`7-ZIdqtpO2|e_`8vZXpmwsQ&Qt
zV3MTMYum=_37`$L`<m!OePE*(KWg*U7}D$PtLX7}g2&(S1-JUV$?lmQl?d=0s-WLT
z4@W%-oQHm+M{e@flR67-c89jReCr)+&&_b@V~>V5-&#+9FvFLScxolIKfT-%f23PD
z(ai1lEs$zE)<h4K@lzdvf7Tv-tMDa8qT3Wtk45)2h_2YNHoT`~cL3K8?ip`0agziA
z{?q_1YURvw@M&oK^)!t4&DXZgSGEUV_}5>U=61RfQS?(|QgOG-fE@(vLPY|6VQ=V&
zs>E0Jy;l?98p3;nO?^2kTiHac0bkLz*c{mCjP5ai)WnbVY@}|#o?1RL5^|%4`}F&>
z+&?j}7e85h{-f1{58lwapcat8H+fmUBc7B8y{&7wP(NKwJc;c^VoUP&T<ut$(bXuZ
z_%@k#tQO-mm;_R4gmKEYsdpK^s1hg~_%EHk&g^dV#JU#`M&V`zSNoO@^uBnXkHOgk
z^V;de?E0Y1*W{XOgYs(eGzXRk{BdP?Q<pq*cw&89&z%SFrudf?*xN^zIT&2as$JCA
z=J0NEB<}7F4>yGSq?7W(@tWLeMd?^a#bQvo5bTSER3S&_oULol&|zpSA^@hXyx&uD
zM^&CVA}cUAl$-0z_0<Lag?9(bvMja5s`6YsF`Kb*aa%jLu8bc8GVP^KofQDzO5e<u
z&bz8&n#?zF>47D%s*G$8LE1k*MM#BhYeH+i@dsqXP+#EPMk!d2;Zh15t8U>y?~V7v
zs_hvnX6XRNT5uJpTCc_3KyxJ}3;xw^$Y9j1f=mf+ccFFR1{=LKG(qq~I5<ukr<F&?
zO6AT^zFb&)GQoLvjbZSbJav>$@$XBH5y%Nkmk`_h37U)=D3mn0TZU|nS-I(G387xT
z_Mn7TLJe`E2>Uz>k8ncVoEuz7vXoDiy7*gy?v)w|3f;wtiz(&Cncu#Ed&R|+E)wD@
zMV7$o5)Xj-I^Tulu>?9*Y$Ngrj2bUo`~>rgTXI98-oE);{BgW=iD92G(GXxn=mjrA
z=qs^sDWq4*3gf)UfC+^ruIIMgiq!pixJ%@?MEdJeYAE>)%B(38BAqp0sO-@cS*K;A
z&T9H-#siAt3PE+i*CH6k&AA_;>%R3{TofbDl(a+CaSs=-e2Z)t(u-6)xvcXo$dc+i
z#g)|h+!S8fWomscVtf^r-^$9rURaSq?|?#CIAAVgQN`?+H}&MvR*yKrAYyij^g>xN
zdCV?O&n>x0N}seCaec<4&|LAmQjOkZy{@30@=DXGIbiaLtpo$MPH{g~Vt9vGSAKDN
zr7W|uHUj}eB1>y!^(LR)Ne(Ch4_kQ~gO1rK#u_s|gc;@-ivWt=oIV}#fFg@mN=1>y
zU2S&rdrj9^<(QXK6@x;CeP*|)-gZT5fH?$KNqW@Vg4HH>?SNTE^0TD!CZ*xP#E7?v
z@=7sI6~I^|rK~xpvOcFqkq_b?m<E)4Tc|3s*BCo$U3;qY#(~>3S==?~K$bU|UDEuB
zS5_>!NuUm)MM9n{S?Z(>jqjL3MAu3%*@%ZhmxYjKa7evN?Gv*Nwjj%!&FlQp-c~y2
zc(c~I{zw<y?qM{Ucra}BHZq*8klw|Y>rj@map0Jddl%aY_Al<3zxeU%|El)*^#SMK
zfxr2izxnt7{{Q~-fA!0s{q7$eAD-@SADtYY?Q9%S2W>Lgy4#d&L{>nU$Sba?l##lp
zizhGRo+yZfN|BwH!-8O{=P@e-D~#UlyU--acjeH~eUCC~3Li6Rfy5t6h3%O(@>yVC
zH|}SM+Urc*u<PmM-f_lQV9ZFn1wI1G1f4!`z{H-T=-^JVzre9x6L<>DD>N9GFO097
z;EF{C46lr)$h51M#I*5TTv63628${6g`h%=eXYAv-q%&Y$<X^Q5eDN7B8@*1*k5Qc
z1eiFJnoC}~m7Z2nncvo3?Oho3EcMt!3hQ*+u%&f6s&>az;D$({)0PrH)&XS_G3GsO
zcz2L@@$?1`TC12d8mHw1tsUUL*9I1ktTXF_@Q&Q^UI9~mIJWo3!`pvoMZA~yu5`Iq
zdbIXxl@$z8EvKPLsn$`YwO0;UD+ldT!?cW-X_LP`u+=-Y+z@%t6WHq>oskVWYgV3^
zH(rV^znN`iXiFJ6QiUHX7a!|ZUW_GPI$eoQ%Z%LUt7EFzsxFqb<_<e*20`Vh^7;*u
z(Mj3D!PwE4i(@n0nz1Uh1Z*X0XlA$icHd4AbO+V7`5Z!&@AUhz<a1kS8zz_~c4An5
zY+fL>bz+F_4Q@Q2c<^QD?5ptcxBZ)M9TVYZ^;mhUrpV-P32pbo6zwsVI+m3EM(SE5
zeWT?p3xEsruC@j@J4jM(zqM|^8$0}x6~&4D&!D^-C*$m5H!_7>dufb68d-fd8a?O-
zmc<q%;~|*#bm#yXTZFQ{%b%TII2BAeH(pv;Bcij0o*KXuAipN($?f!>7efQ#q}1l%
z(*S7wg+mRxi@@0Wi!laL?&Ws!-q1YwM_fL$;I6=`LgTHR89~AxfAk!@aU8s5D{zeU
z!)9fElPXW=f^SgcoNo;8iUDYf2h{}JKoDigjD3&Y0Us_O9FG@2O}zSP^5i>V{6lD3
z<eFgq)4v8%qi<BAQ0BL*3kFOQx~G+>?vc_IJA&HoM&neyW40r@qgy?t{81kPsgWQt
z$nt6bWVFM(NX)*MTD_%%;qB*6yf5S#TzcTH_+9?xe&TB5LEP6)_HzTvD#C}1#V3Lt
ziHBo}2e#<u$icfH1>!reSa`JKo2@^xEhIEM>%&{igK<xHXs|ZiR~>3Co0b<kYVxL=
zN)2@d4y`<3YxS5Fo>4_m-##KMZqL2lm3LcJde5e)G}ae66cuyo26Jt(y72BmL58OI
zuD!0vR8u%uljnD~uI%Z_P%Rz|Egg=;kBl@NEgp`pKbe@_()uW$T5J<x$W3tiN*dL%
zzd~z0t0!g-qw&WZrz@eG$s_m(b{XiA=N|}4Ki`@7kr~Csu$cEgHh-Hhu5`{ai0p#D
z0b6W%LaMV@jRjlqho=**_>H5!TB2WM$^6N#0aJM=eZf%$zc?fkH=empKVR5<?g?+}
zDSRKFX{I>>a0*$<v+qQ9Ur&KIfkziw>*EO<r>W$tZRskhZ7#;&2QZD!`OR<qCNd)}
z?b1!UV6R-np-QE(Qql;agbEX#k0R`aVoHU(L_!RyCRPd031Ht8aeX1f&{Eu3xL@Kw
zZY3@X<^;zBy%z$E|5B>yTNlKP57i`YB1V;|3FEn-I+s95GGT~afDyslP(Ce=6q4{8
zznQvT>@bR32`wn-ULugs2=ZJ+UHOE@YV;CwLlM2bDk>LAxx>-YPXH&W?NaCQdhK0o
z9k$hQC5<+W6tCX6c%C2Q3*$L(|Cn9mzC>|$>fUbOyT-&Yzw{P&MN=fB!<^!DknBjQ
zOIJzzi)taH7e*7_7g4UfvfK0w4p=I?hKd;0I~STTkO_bxC(u#IAyV}CUAOLCDWrk1
zFb)3=9mobHjo!J1Y*<|;_r?4%Gy5tEicCKDT-9)|p)*fys%q-WBkonN$i`w4&jc`j
zaaw*!T3dhqkgeR}u3|lq;a$6`n3!2%#Z9a>o)R7!nR#MVY#p*P$*>QdrZ$yMQ>7iO
z8K&*pTV-&<6P7q;s+IbpVTUBT+vi?vp5N^XuD67DI|glK1Ex|OGXiF04C>kn%V=mS
zy;akgT_F{gSAI!4ANkUVu@zR_=0w+ai!v8d&CF&?{9#vkr#-yWF}K~3IMq1jYH2&d
z%7ecFrmU$wtG*=*;4PitWZQ7SWKH)Wexx3&u&Fx_PD`J@xKCfiFT!}Bp3bJ}g(k3R
zpjMM-#sIrok$OU3*k7Slg+IXySs#68xRhvSrnIu=?DqZw9?lzUn+P_>cWfU&{(9l@
z@1ZU+!T##6{-1yIumA0z{_&rF^_?G{9z9x`PsA5j0)ctACp@e*)m1Zvtd*33YcGY^
zK;KnGNqJFje*XPjAQeTB!Lo!51A0#Y3=sv3H9x!H?yb9-B0oi{{*GXR0iC#ZjXW6Y
zE92H3U|(!R((s7u#X2OiN~FBRP!gVeI{7OR!J?Zx#lR<Z&z>Wn72=AZ7ubBLt>Pxa
z@*;|#1{FV*v_BtKiU9wW>r~m3_`>)?N^z@S%^XEgUrZq{GiSVXg_+|8>@N<xBHoH2
z!-N%fK}fO-m(F*|E2?sn$J1NSrsp<wk!{eI<H^U<@ssh$u5Mvp^xe>h0^pQYDdu#6
zq!N}9@0wZ2;$5>N(h4ELyNtuES$*W%c<zrK(Z6iie8~o%8|ph_$CXE8u-1+KI=x#a
z@?G{y<yd+DSh>bgg#hasE^gBln*2@XKm$G6(}`{twE|mR4C%theXbQnU{iVcMQG=p
zJMqY{aHLK?AKm}Lx&F?)^ZC@u>xuZw3D<H*udztSetn{^#~`UzWOeFFc*WO@Rcgj0
zfmPL$A1+VD2gf6Qu7xfU>w4v+Bzom+c<(J>c{epW4?go9e-RL*h}W*Avyqi2qm(MT
zmwTCA5?y8^66E{w7a;;&kwc9+NS2IHQ=MbJeQsY%@eoLS*Afg0gLYiXU<gbTJCA|&
zuIQ0+>2#1OWa7!t&O7V=N7wdS+x9z4{K<$b-ZZn*4^e;lk#_fkod{Xtk#6ht#NIm(
z+);YENm4P(Lw!ZJwTzjp0r~3Fk+tV0JS$u*cvgXR(nO}24ONKLbW#=F((sQZ_A4Kb
z9(?L!buO~sPkH6;dj~}Tz7=*bb%-uJC35)lET6*DI2vZExbf6{@YZqkescR6@KQTw
zQS5kR$SG@47Im><H&P0VEVMb`jI<eCGFwo<a><a>vAFu&wEEICyVtex%EAJ|$#=s9
z^&yCYKEse1aq;8PGdkVaXQ=KUt%C2W8<*-`)gw+R6!+;E@T;!qj+)8f%CR}|z_{|z
z$UF`v3Bhl~#=?#v!Lr8o5Y^SFubr1u+b^b8PtA+_dUhLG012)P1`}%MY`Ztsg8*CF
z8=YMnaxe6<vKLA+L@=xznGfE058l#(<XC^?SbsdRbvC}bs6I;QqNc{kP~A*VrLU=E
zPEp~m&7ZEzpYN=iXex3kYo@jJ)0(=e9_gsOxFh$Dsw}6!BrDL@>}->%itY}TXQ_&A
zw`bk3N%PH;`;&D=W77Qb`r?V6%0yTliw}ToT|Kt2Bd`G2BssvGl(<^_$h3TDfnbJF
z8QxNdlB(cJPYBOyLoC>G0QTnUnT^tRYAC}LeZtA7@Mv2@0-wrA1l!z(F1Vs$#BXrI
ztMBzK_h1DO*<uJwnGrWZArq|}3pMjA=2__vZm39qfv-pO(sE8+mu<G0tmEEW&(Wu|
z>rdRPr>^LhRXZ;8EcZ|i<6dfKtVWF{4GR=puAW(l(lOa&j7x!3k5+mw=VoTs&8nKB
zl5!>kyd%7D?aC)q!vZM$#&3wRpzweA-`|x#e&e^8{vo=~_1LfGkHWzcZkR}IrKFe8
zM=7&QIA-6xm~yK`^eg49i8Co%3HgL@I=7Yhh<}C3`fX01V1<cr`}txcvJg4Mr_$gd
zUcHzK@pBK~;7Sa!^OV>5!RKxs8jOoKZeC8ieI@09@rP1WSK}t-7Tu<!hlrPPQa&DN
zR2quMgAhlX>RPgI-sW$#D9C1MQAGWPqbFP}!uDLx%^5Yqd0>-KR6iG{Gbv*}$T*KP
z2n>`DSudm)VhIwy&>kh}xMAotghzE_7V~1v^QPWhHBg0#@-|g|d2L2<RR(z{gjV|9
zOQ<gr^4uX$00xB^XhPA?yvit(`6gA5e1x}8H4i2dM+z&cJ&zn0C&UTcj;JyoQBs$M
zz5-Z5ddj^}J3L-aVPbtpHtGfXeL;CTb{r-WrmJzX+D@gl1psLo(><HN*5Z+Ju~S{3
z9cTTP^JOe)iW#4~5_#iUXj|Ir3$3<5_flKR=rC<p6+)7yg9!#2##(MMdz!aUo_R%S
zB*D;uMdi0y*aX|f(6HZ7q_zNbtzCZDJ+r2W>~@7VfYQiaky@Iv;g3lhAVZODyUZFw
zZ8Hs<_t=`epLeaMF{i#Qzf5`?r>kqQv|lel$_|ZJFga!a(cq|<ipV2dJ?uZut#{3B
zbWJTZc;g7g&QX_yK26wPO9zAP%3_c>rB(N^0a2=bI^44g=S-tJ+WP#njlYNT`1PT`
z`VOGM{_-#X@?Zb*-~8i0`KPa5emFWfT}f;#F0Dl(aihW7)z;P4+}b3smw<)O$rDq>
z`#BQYAhUD0Sdv#-c)yUaJv>!57OP4s3$pX?XQ0Qjgzh2|mVqsX)=DE_pPdDA>pnR#
z#*4@>Quin^WEce0J2x=F=mug;N#Bqlqh<(9J@K$~#2d<rzh&2uTfh##&U#(GcI6T<
z3Ig+KkcqFSHW^a^uxmnMiFavmSrKMpSyF_)#7V@xpi-nx3?B*M^Hva~4FU|QhDVP8
zJC|)tEyd~5Cl*)F)-%t^=h4$|&mVste)#3$_M70^GtcG=FDOwQmFT{XZr|B$oj<7=
zovt6UON`SpK`341jR`px9WbSX_cMndBAYMV2cHIa-%b&xiZM(%1C^j*nNe-4=r@%P
zIjWg9BEY&vi<{L2s<AS?hn8WfJ<?|OH%`SnrxP84t?s4ALn5R8SQj}0k!sw0<sfks
zIZ)GEw{WaJ`5uWZ_u==$v8SVv$0LFLo<3`7x23`mXlzs!Rw?e)wB-!(j@3iZNV50N
zcl7xzN+}2+{ju%vV_@SsWqG3RXaBA1<jXk{L3m9^p9g@cZoi!ZyF^@{sB{0QL^)c)
z&Ld?&q}I3J*hAY&TSOi{Pz9*ki7HsJq=yJ<gnOlvD4J_tVe!iepA$bbOv}Mpti3RA
zyfUsmAKm$2JN}M;_q}uL?fB|5L*%d@049)uwP(W4T0R@ud23&LDz*^;qS9uFQA2=y
z{h5nARSL=^XI*sXorCAFPQ?Am1fgrAn}!;-&_V~piQ`d!yl?r~g0-@EIK1`J0W&|e
z)xGj$c;RRuiI^lrv^%`^cpTS-mwUis44WdmAU&0I48eR}e`Jgw==NT^jz0tr-+36$
zlE<c$O+VQ{KOid9I9Y2CHR~MJEq%GVaoPHd@wq+aRHAM1R14TPd;ncxbnnA->`;pm
zfVTie3PdW2`sSWOnhn`2SM(S3=!%7vN)C{u_u=r;(Qurx>9J|;%(nm5ee}V1^gi(L
zv&hl=(8<T>;hVtrGw0!lz}gcBCpxkd$EMYjvG}2B`GIxu&`k6T0mc+^c3mA<R+7A(
ziuQV!7?*c1>>8FR<~|ua{y4|lNNhvDxo26JRYt5$<Mp{wWmQ}&pY4=*8;YiD3p{oC
z)3teXt>xYhiEltYGt}&CEi+1U_0@UPZMBw0iLNqVU7FK!=eoM!ZrA;^_WRcdiZXPi
znPZjN<I;S8d*xI|#dc8h_G$R^)VqFYKX~SuUD3pM^^vtf_k0fn3)uLn2&I;%I=iV^
zJu$64G9^z(`Nc_`(2Fz@-5pAt2qp&hmv@;_pl+TuVLIp!^;A0YQvuTd@O_9c*5Ile
zv{d)&%aw*Q`z+NnZPPJ8!5x#a&iIMVx7r_A8z3`3NR_9j0jt^Qsn<DV+HqQs>m896
zxGVH?ZNK&`9$J!TKL3hdWs=xun?md0?`p<o>X(jn55Jr}`Y^*cIkY}#n34epXznSw
zn?-oya$(UO<O(t@H7FF(tlL@Hm{dY6VOR;LN!V6Iyi%$}z`;bsE0qlsN=!&CfkhSZ
zeWBIF#q<A5?Np{nt>C&+JbX+mOfZqG7wNHc!zv}%#Ar{<5K~4L`F2bv;X82+C+?OB
z=5PLYzrowfw42!ctT%oOQAbb%KPsic#JG^jAa^UwE+iAfyPKDC3T|Q_k&P!e1)-Fx
zozlt--~%J}DubiaIVWekL1~cSHKBR92?~l~nHWJ5?7#3$>@vYky^WB&%%?a*?+*)%
zC<+d{aq|;KY}h*lw-9CkhmlfjDT)@zN``|sGgF^MGQl^{Pf2YN8gH?`D)23vdvj%q
ztUPG;g=sf#U%Z_~tm_)vk=zw$z)g@A<FU||sIS~Yg8gZjSM*LYMkKODmcFX~9<ryV
zC7Z@ouEY~#vPOUkx=TgPJpyCYSVPUS2W!;kQcjA#Tv>A_Du}!pTni5F)fGCzb+lR!
z+a*jY+m-p91NkD{ZY)D48QqltOId8h3geim`Nj@aL32m8dbEu3Ut?!(b5DM!x~x}Q
zE?49*KP9zwUWCMVlF(O4d3r$!EROWL=KIavxx~HnQxzs()#O60aJ{x${VR%z*?OJ5
zQf)5l*O#R7X?KxZB?63A(%6{?i<K!VBS^wvU^IZQGKj>s;&J=+rN~0Yrk$F6II*+I
zHmcBURIn{7=J&e%D-D69!XA|KplojX;%(&WyVVpy-zqB4khf%a4iu<HN{7cPLW~cN
zj30h*@+(2{>;M0Ie+STD|M5Tm)h~bfZ~x%;|M0>7!}-Y4`s&v9+OFH_?d$53%W7qk
z>bk0$()_}*{33K04%q#S%%Ys4yv*F}491H$$x1SjBoBrdV+&Fw^D{C@;3J~$XWWI<
zdO!2NAW^XYNVp5Rb@MiPEu<F*2(t?}Ow2CfQKXpps4@~_8F*^xx6=eSEcIDhBcXv^
zB?-p%BItWDe7t@QFN-lHpTZ~;bH>z$Bk&52L4c*C*X8u<0v#qiF18)72ressfG#7t
z2!;uM1*Vx8L<+}DTzQEASWfP}y2jE@m276!7)*>LPhAT;W8n?n{2G^zobK45X|mns
z>u}6=TD%>><cKS*a>vxnL71v69-8*w_&1)|6Az6mCx*>uj;$Ay2)6Cl6C_C%9t@El
zhc+<es>1jhoRAFKE7(b7x2}uA2#-|nsRGA6;;tSTD<7PYnF39Lt<Kn^fu$$I$(Lr-
z%VDacXZ5Km@k9@ULSvV(`FQrjh5c{)7hjqt)>=HfZSEb#=v<x3U02?kCF{vmfF>TP
zfTYSRPI!0t=<^xIpk(aVo{sOmon9f1{@4h2l)TgCv$4Im?t>4(!_R{IpZeEcItevF
zPB43#MhJ|J%NhUey(cS$jMVVB{7H1i8>W^OFq9@~dEVAg=e_V?P{iQ3`q>v)c%Y4+
zjRZEpvGy)e_4vY?d^WQE&bsm1^7N+*`=3oEpP3xdCTy|rPH%L-FaB_7{h5_XBAkJR
z1A3FYcrD&}={|VxhsAX8F+kmqcZEn8ybi;&pTx;dM-GOa(e74dv0<`-c~<;byg(<<
zEFc%Aq8-b}qXg*>-?<MzxT$rf0(<EpV$4Pb($*{I%sQZ+ekNR#3#}x&3I8xhhEMh2
z{Z#TqzkH;NZmM@*xDMa=XjCL46j)QWYf2h$?@d+I*DCr8nKDD8ZC4jM>FhqzPOY>p
zKQW+1J;~PazM5cO^0Ao&8m4F<*>CkV4qBxo?eR~*cDa{&f@^A)5Z4}$tv|Id9~*hv
z$<wjDS5td$rr82m*dL1S3@tw}v%|<T<K|Pqu)d>@Gkb4+@a=bAx?=l=#E~s|;s_)(
z;SJrw4vjx%Y_9P7AghkheXX8W|1$lI1G8()C{6Sb?LKwSg*E=kPIG_xU~N{gyL?S8
zo9~u*noDOpB!QNaNqK><u_QHo%-u3~Eey5zI;*{{6{A&ohRS?RSx#R;X5*b3%DhZ{
zY3@+bz259JMdtOc?DYQJo3^SPpQ6IqQaaUFHPDbV?^o|^k1el{E^m(RpScg8dgj-L
z!#tA%)7I0e#DOJoXr-kn@z8?6Ml&;MT|5|Be=^Qu1w8!qr;h0EAi~wV(!*#wu-Y@b
zK_{bfUMwW)7HAJY00m~JG-@)|4U3iUZJ$9xYovWff%4Z+Rr!-jx*!qNo_L>*A7Fb8
zzU9z_v}3TaTUX9Ze0-*nPD$d9L>&3yF?w2Khfb5Hoqto4yUrS{8=vFFsE7T~ho47w
zUwKe~<ko<@nx>m69=e-#{Z0l+Qjt{Wj}dAL$#nHjHUmR)Rp)6gF@+Q{d+`x*C9+<a
zT_Q$*uEd1gLLmKWgqYG`;=oj-{+pBsiPcID7dlNyIS$4xOZ97~lJ;Cm!6gJGRiw7A
zkn~D9U@6lK*9*IhElT9pjkHV1tyGjN1uPRT*|)BzvFj-OuC!awP)SK$BC?L+Vk}rt
zb{p3yD=!UyiHRNz2h~Ugq)ix5{lkSI?pIGoN~<$7vS^?dqzL*GF|SBiA;5^%V|j5U
z*C5_f`;5Z%qJEJj$6J|5G9dP1s}b2oz$}x6$2=x(A{7s73qy=gk;boXxJTJd-)Ql$
zyWHTdwD_gyE=hf6MV+A8mrCzqRb3OR?=s8^gchT*nq~%V<c=?cer1k{3C8rWsVi5}
zn~x(@({vB@MW~E1VwF6L`zKeAokcMsR8<(Km35ieO*D6tqNiqhjK9VX-dR^Scjq*B
zWrN(uHNpo&y}*3H$eNsQwE62Op=O<sS)|%j2DP5SB7Hz~XX7a??Dm4^!b8J91l-ry
zUhx02_ohLO?|XXR+qj&Wd(YN=x|?R-7wr-VAqgQN2>}8G5{m>v2+)Fr7C=a1-$Crq
z^uC<aXSwIxbGO+Y*NkI(Y{%tzDoIt|Ik8izjH~h@em72)ofrB1)YneA$}Ugr@w<CV
z#TDW&A;f9^kDl-I{XBY0y@6D`kt}gD^e`x<m~W^@RzZoY@tSK5Rg55cHE0u{0eosf
z6I^PKZFVI0I%Aun9eY005lD2vTqV*!n>I2DHQH+lec^hMRWmy3@$1Is6*I}!@j0bq
zSYXZg68sG`=b*0z&g!sV>Y0-T)9U5Dp6P`S&=$K-U7NR#P__;H%VbQ)H_DxM?>=>h
zR><|S0fG7|Yt>hHrsdAjmYK!2m3{lG?>4u$xBq`@j^Etj-+cwpV1Mx!|Mx%pU;f$O
z{^P&<{O--p+QIJH;YvC`GU(~G_73(AnmUZ_8m&^QWE|O0U9W6W)KpXx^n%MOZ^j3!
zqb(7X7P^bv7h8=OUu5<9$g*Uyz?uf4GALo#U*K3VvgoCt0I2j)2`$!wCUKuKAUGAJ
zR0~x+MxQ+>6PJhNDzLwB#+W&x=md{KP$ur*D`w^&vhDcEC#3P2_k&{<h>3f``$B**
znq(Y_DuY}>?NN~i#@O*=#*2JJr``Wlcwbz{6Z_zgq2HK45>~CLu9Qfc;K{-Q>oCbd
z^LH4fwq6aA%wSgWzVh?W@7GeZR9C|LUxP&!&$^GFM=sw(>|DKkpM>L0E#21bBmtG9
zmow+@WB6d;AIW+FmLHF5#uwE1U4fNO3aovLt>e*FhIgSY)5M}?ET(pal@?D^x4Y4s
zFa%bNYj=Y?Z#;)z1y8=3JNXjzGF^B-xBg@#vfVWv*9=TcmQMSg{{H&Ock$_M!}O7%
zCoG%ZGR|&W>_L@&xT!Co2(B5O(DwX_iG}u~H&M|UeKtV%4UIp?<j39xZ+}>##u}B#
znf=A@Zct1EN&fuX$kwxo;EHLQ6!$tA1JCsjiwr0!D@^UPL^i}?V|3e+zjg1tB!@3h
znH#rbfF?HYeAqseA8p=^vJ{Xd^RR1$G)_^`@=<T$z5n=2=9vAY<&WNY_g^v`WUe&G
zIEk|)cuWYW$U>l7N3Q}vAx__g=_SOxV)YU<#A;!PzCz>~ecaD}l_hYMIdxCP4Gy>5
z8|}o9L_48-ufAG1eH&ao8QubN^$ezc9Dj*g!^>}zXd%ECWP})HF68Z8fUfhf;Plt8
z$5zjX(@z!Nu>a`Ve@cVlXyJ9}@{8E<i#bFBwNS7?7xx@A;|xu=j?U`_yh^qhczqJP
zggTs5V1tkX=9xL`BVe}s3@M0dGYZswVa>{zQpAdK7W^)TXlv&l#KZMZmPi90y_~!J
zGP!#j*n8r~xZ|hhndcZ@znDFKIe+!_()Bl)y{B`>ZzAaVo9{D%A^&{(@WuSWv(V=G
z)Y<FU$;*Z9>j1P9gw{;Lg2gnO>JBWLqq$xh6WGr^c|M=p@Pz#)uU+ErSIzdTmitxv
zgPKF9dc&?<v8Wb|l7y*w$)eaEGVZvH`QFx)MIP;JS+c3TifU}GfrirF`p2%8DqD5Q
zKz-SGOLbq(qrv*e_UZ@b^7})LWpmobNT<}NYlwODkqP74($L!G$lA7NW5>O=J+g5y
zws}0Ue>uH(;orHK+$fB1QTlM=$sdm}KSeE*5Zk;O=LbAtFZkBG`z(-WSa~{3ejX7O
z-GD6Dl|6ORs=0bHkSh!_Dc*VJ=f7vlxT#ssoQ$x;3v8AsT_D*p9#N4$oKCev0Aq|e
zyFxL&38KYRvdiI-*@q=sOD%=q3!9y(1M)LK^`{p$?XhhKQ2`1CV6(spp(cq2tN7-?
z*%yiHpR63b43ad!TVtbPHf?kHI!NI2cZ4u2@9_{y$fkRb%kZd*5{qP)2zq@$PoSB8
zjR?aELu3_gE<U2B#2E4aL(>b|7ZG}q^%5%U125u(Nybh1SSUH+iJ|&<6ht0FLosJ$
zyAZsCm?t9c1i6dbg*N*Lgctnz&wyx=NEa^CBY{!nNbbcRA_ri3l~&$Iv9NN8PleFp
z)Zd~kqX?dZnG#kvh=JhX1XDH*w0Yc~l!$zHi!owj37QR~OiaoYjQ<2Wm4|{IfwU6>
ztc+khcP|wfdC{z0f>J`H(Y?q8=~Y@BI5I9IE8ZY0;XyFII7Xo(WmMfa+R`^J8Jd>&
zdnKdu3MvjU#M-)=n1nJ<By!&%DFv<1+>jX}vqdJM=&s^R@na%k1lrm7vkx`e21WHD
z^^{t2P?`#|_fmB!=`s`rQ#n{(2HvZ70bH$N@JDu?WyYykn|oSL3-)xP%@br+*huu<
z)K|xN(dKG|dYafZk)mfpHyLg9hE<Rpa0M}=+_Q`cWKdOSQrhfcZzR)&`6d=Kt3D%<
z)#H-%xkXycI@r`|tRC^JW)dB^ZOFpX3V|16T&OeGGnX6-wvNrJ6I)$KxTQS{DLXoq
zCS$D_U%?c;lakp~2hWq_KjN@|R00wfdx|_;hqWrWWLQ}1gj2yjBfmQ!|1=H&=m6;t
z2LlU{b%2SmGQDjbpVbh>-@Y46?HM!2R>BhVS#x6BNP#%;)v1V<omL2h{9XpVYEM7~
zB8-sO-tG8zf8#gC*S{;I{!>3gfbqY7^{@V)|NWo-AAjTb{`jKsB(<0+?4O?Q7iRtQ
zPRD?y(_%N<6fJUjlT0a*w<^_S@&UBUnk7x3c`K_ZQbc``4XY|=&?q8dRBzW-R0&V4
zgi^>#!uHG`iR&Y`xKdY9!3dJjewnC)#OWd!CUz$YfR*8TQOhk1uFnxvOeYawKq^pE
zm3U=h)$w!Yl6YK?xD+8^Vit+_RZNAUqqxqI#KzEIm|CUK!-^gkmOOGxI9<hc$PWjA
zq2QJefqax0$2??7vx2GVgPPh(vigrcXUh3$DeD1(qyJG2D4F~BKK}8Kh<VgEmWL93
z$4>$$FGBmzW<-=|k2YtP<)_ZRSU7t}$8i|4C3V<KNBx0i!x;aTmvpJ4e(a!yEn8%>
zE4XTy-{=hHIz|_iu6aeTU*?+E^iL}=$KYJ8UOAz)pHP(Z&VT-s=;_zwy2qkBmYJ+R
zu&VQ~Xrp_kwU?f)_cL=x_TELcZc1XGRjt2t+oz<xGqONV=Syp5*9`NUUGr<*I}}Xc
zjvl=7U3?wB{3c4x-}O&Z02xld3Lm}>J^SS*PQtq2UrmvN^2IrYwY!6Dfh801s_>eb
zMSz(l0}1x^o8gUHa_oVFcY&iX0=X*}a%*9W0&XxGzH=IX=;?dQSTMYP1JFzlLKFW7
zqQ%i$ko5wzMWM|83*YXuu{4mGL&x#!VBziDlb<cIae44+=JZ``|5<<&BGs0A&jCBk
z7QUJX4siZHe)MYg@a6RLUuDVC^K9{vXlf25I%6Be?<0&66I;Dce!|#p5x6U}MO=%*
zyXf{4&d&5T``}0{tf7TylW`IMK7Kt9UH}do^Fb6ct|0gN@MKP2Pj6q39zL5oz{b4u
z6T~WfF?aHQw(xZjVF~b`9ZcVX4&D?{k>p-K(=PlO^5LwJZa*E~f9Zp0fq%u0z-W*T
zBQ?C!^ua*pgfH>K&Qrp8_C9v@Wo-ZHbm4XQ;@#rus|99`dv{Yz7%{=XM3Ac|wY76I
zjq!E(67@BQwm*6my7_kb@~hMV>g&b)=9RzjCVKK}{`_5R`znyy99mp+Mpy0AF}5T7
zvA=v_)6&++=HB>(RWfC6o-j2=2V1uSmII%0->J@<C1Fjir>T6fzSP}PHmRx|l~=nY
z6%j-8flI&KEjx4@rq#6rb)|zseU(^i9=e*#N17}8Yf6UdA5SZ*dukpyYD*^MHDSFZ
z)u)X*+u~#Tz2%Wq#FotuW!GHsMf*yA;OJ^*>(INtJ(^n|Nu(Xixq;1tvHdgO>ej%@
z&Ol~=FtyzmS?z{{vHfI%exlu{GwWC5gx~lb;dzpfrxi55(=GbSub}0-K||!vhmT&P
z()~MklT>Xoqa5%lNZqr(x_r!9<<RoUU^q|3WZUeDp2Z4g=oE8%7Yw}~beg2!E1OE{
z=-1<|0rf`6dl13saDGSOoE67x`N*9+XCuQ(!98SJ{8H?%weyMm>DbD_KzPO0GeqnH
zWK*qp?}w%S$&bp)9(;g8uw00QLSGg0S;ZORhnRg4Kp{ql#kIu`yNUu&fpq)zMF43)
zmcOv&MH0R^UKA5aIH(9ILSIGCj8DZ^G1rRC+C=4fONfQVyid4TC7+SFEkeEiYmvNy
zp85zC#2?2WKYUEl;eAXh#1Eo~TTo>@XDD7+RV3%Rk;xbNE+W<xVc!?)hxgbARJN7%
zx{+S(WW^~N3}-BBXD*hzNwX7c$GKvGvD+!pb=6{>eZpenL#CW!3Rzk604+!Et3_F^
zYRBOzL7p)d#M%-w%1?irbQa%Hu4eI2Y!_l)3H4QXzpUmS;Vz6O`leZO9GOuLPRX2;
z(g7b_tm-Bu?RO+rJ|^&wP{aqr#iAVyOg%;o%>fm)4;aJ2YG82L>8Kl=kivGrSOaZ=
z|I^k9HKLjblfJtaLyXEH27D+qv!fmWK7Bf@A2P5r_tmo<i8CfqKUNzm$O(XJ;K{&_
z=o@Q>qcxpujpW;D7YZa>A)S)d$5SFz#e%tgq!H>@V#n-@v<~_dNIpoa;3I%~&8Bp&
zDLHZr&r082Z*?{ePRI~Z_;PejYE8AgIPhSZW{ynCmw8*a*OT712a~$Us(B%AfqqY|
z5>L_>))f03OEK;oBTYkIX?K4^&rmZ;l3QZ=Zn3s=0II8Ve5RFkMI1r|9=0B@s@2sn
zG9#T`)~0rBgeVrbt(!Lk$h__A!KFPjj$d+zj@`jwf2*~>ao9)wU<m@U$4z3bHIUHF
zB-^(yC*J?!`ae}}{N{fDo>u??_OJi-zy7EH<bV4+|Lx!Vqu=|(yUW|F<MXxE^^NRS
zI50o$owj%P4LF8d6&gj03@c2uZ`XkZBamNLQ&A;cud+%M7guV_s;G2CgF#-cA&~!&
zV(t=3h#*UpKN9hK$Q2@i&)89TUk`-_19~qYV2`RqAJ9XQuE+ZlfqY_M0?=9p!U8-6
zH;UFs;e&~pqsV;;*8K-b_93WGZl59{kro46At)B2IP(6zd&QX}_7{Ul5xhrnA-A~i
zJ<5rSLrJzHvBf^-4}*w=eJtjipMBQS++2^@S5<~PR$f^Khl8OfKa5h-G#%~TyAE!i
zj-_|{U^6n92<NT*(cZlDhcotrXMu|^V`PlU49B-bi%Nu5k-P=0H_R?d7-w@`-o-ZW
zB7;aZW5nrY{pdn#Xv;Cb(LJB*B4mZLbp9Q%tO(NU$uE{qz6{0pZIK=D_-(GBEVOM(
zo%dy)4TTH#m6sDk8NF#<-W!qk1yvT_Fou=hw0d%>H6Wy#0qi72Ge>U%H{U1jeptHw
zKK=BUIds?2yBT&KY1TV_7l&5rPa1mM3Q}H9FMmeV=KiM6-iCom#b}5EO38GhJzE%n
z9Ch$|ngQtQg^T#v{ws#66S+$d<jm;0nF8yJZ<8A=xZO>~*6r-_le!0hiLlwY_K;C0
zX9b;}p(mjl0#}<ibU;tv{VYj4<k4G!>S7a(-aYEYPrr&$FMjYkxOF%F>=)}#f5@G@
zo_qPL+>2l3SRF;|d80aJzF23+Z$cM%TtxKGM$X^QpS_!1KJ44L^02mc@znyUsz~0(
zDRt**fZl;LNY5R{Se~QTWZptFGLt@{D)I7t_~6CV#n)I&!L>7@`!2fA_U|UZZ*E+8
z09kBO`g{sA!O0K8H=0QsX;1S;^trP!)-kvd4YvJc?BEqN(P6e7iEUHJ$TB0F0_#_!
zr2VmU&|N2Q<`7_aKh2ze5nVqY-51lhN%Ho`FM{Z(!mBU?L|U`S$?s7KbnR!Ty>{k?
z{D~f0zZ~1XoxJ)cO<er&<$U37^z=<+<6`3AX)t#@9*9|{7rOirLlEfwlD*HZj%SDB
z@xDpBY(P;qqN$o_uZi_Yqdn4;Lv}Wz%XYTRD{F@EvZS>Wvf7cBDnsc#gqBZMk?&Dw
z?aIv_<(RbG`1oFbL+P-jVpvk%SNF(?<yG~-C#ejoYMgZsMw&}~@`|9YVcsHJ=+{IC
zS{Fw<<~{9+h&{dFNJMN~8>1U*?o`x~O%HKPJZxP_J6BhRwsywXx5qLYuJwbl-Lt8k
z^U3t~Ab5F<LAY)F)^e<}7KRUBg^-=RBY@WmF$`iqp?U_#8&|}}2H0|CXbY|_v18`|
z8aC%wx=G-JePd%0P*`HO2gJl&&O9D%AM&evJnVdN4wbWnG7)W~fRDFD;dKi|TJZPy
zH^Oh3iKi!s&!e1(c2F3B-Ui1Cw3fvOep$TQb7@9SUD0g+LUu@JYHXC1tF^FpD(mX1
z{@Q=_*AQL8^+G2JzY3L9lwm?K6~$CBkS}g5^1(zHtmt<Y#g~{W7A2WDQb;Urg%N=g
z<M`rZ{aTx$&=@|79G93*BEUp^>$4w!au1y8{VKBX<@czo##|!Mj_!I~4k}ToDfR*7
z8rtJfO^;ZI#Gxvy5aBCsSGQLy+jt{Qm&lLMQOujltL}?JpX&S0an<lNjCAF6ylr{c
z7S42OjT9`B?tV~F{h6ktD!%5x3j6qz-$KZtsW{gc<=kiWO%Lmu9?4rP$=KtkLB&V=
zefBw(kpc}tR31e{ucBI4h2-EY&tZbP(DJagvx+%mXKx)chL94jS3fewT#MW)DMRl)
zP_<WacXU^Ge{=VM6pX66oe|0>)naT~&IFTWJMJ{F)~@~rjHY%IJwcVKj!M0?9@GPv
zFLW0w%V4d=VWUdh+TVaq185Jxfg2Huz%-b{774B&BV9Tj0yNP(+Uy`vKP~gd)WKyf
zx@$7t8r$lcjHv=CHPXcgPbRFIh$zE3SVIPixhKOqy+x$=dt42q^n2a#oG2WBP}>Lq
zRuIp0mKvsq#L{@qXhP&4QL(9rIuL7T!!)(iGn;A$a0+3}(l71{-gab4?h=Zti6094
zjv^#D_MP?`76E*bc8(mK)otDcXa%x4Ne-2W*O|<lzCvTDzz>89i~91%NkOO=)=Y=5
zMt5#pyEm@fF;GEW=GeS)G^n@9^kzh9BPa~(fOIOVn@j7130-{6ifjGm`@+9RL;U8Z
z|GZZK4ff}M{^x)8kN)xB`IEo(!%u#=y?VO6wq4j|9Jv*bB*)!8N4KNj-q)^f*Qyyu
z$|a3W)Nm8=s;jC6j}IA)pjYK%3b^ScDn)(Ol~?m=WmyI5kdHy)mz1Kogr;KKQGg~M
zl`-dME_t8eJv<8XV2`O^6j6LZ%O^0#1u%seK_ZrzMG6iW=zAcp0vGmxaF@6UOzQ)*
z(?fyQr@%-wYa_<si4~Dz4``wUL53vzj15P$6+4d~i3C1w7-291`9&ZYEY?qW9}DJ2
zr17D%es=Fu0IeT?+*n_sQZ}|o>K{G4S5|s|(9^kjI(zv={OCDnJ$E449nG^mLLRKI
z@Ftc&onQ@(qz%#N*`ztViX<B#_dcJsEgif3>5gF5I6SKwk9GJKwcfaDETWEXSc4hM
z1dUo*Q)s;txabkEg|8wAq!)j%{`7aV+b<?pFNUE>1lLS~tZ_7^o?Y*ZAKPX&&8yGH
zg8R1lGly?o*E!nMH71Gf+ZK;4nd|<gv)<Tl_gu~ZQgZ!r<oqjUdC8lfB+(>PH!>{a
zq=R*nK5#)a8pk>JkqK|KxupKMacEK#NOh4=@<#Po0i42CPX|eYoxGbPh{aAH#8EaP
zcV19<J-Y@~;2AkFD;~o7Eks$@YQc@{1j|4#B+H(-Oaz&5q8M&6En=|9O5=;)-M;#E
zq43tf_hOtP9(tBxaA9FVI6r(n!wHw@6jz@9JS&W^motUevroQHU4Fd)2<yXHm3>kw
z8lV5p+RgVV&bClhZ+}Q%eH-7pfuR~?VeRncB<N1&eT<D@OabQv;{Y>+!XVD$Xho)w
z3>@i%%AW!_o#A=H+}Pt8KApV$Vm5c&moE&F4Bvg?<@}C%JbLXHUfG=weml#p;jBG#
zB<K+AW)^`|#Q0rM+))A?EGX_9Jv=x&n2bs<zF9nc2~dLY(!}|@=+X1p^LN7XBBGW#
z9w7d-yg!sb8Qr?{rgsN(C!XCWQwPsss7~ij-4uq-XV_t+$53oUUVOcXc;lH<Dztky
zO?CUqzAJw;j?)!cafFw87PEs3>E6{<SJH0|nxs?h4ZgPebe}rZ)f6^MmV4wGvoxt|
zoLAM3wNy?i8%Jezqtd!@N!4K8<49Y5P*t7QH?10*llrEPvU}RHd)>7Uyo#!!#>cMu
zl8Kh`!P<udH4nU!a<8;3sIH3W8zUykoW5z%riwY#L5qB{OYT(HPTAy(uJ+7W*G!jW
z)+(KM$U{S#sUAsiK)o=gPX@bZ$2)@_eQ>lr9<uD7_zTa&>nG#cBTw#_HAy$_-_h%c
z2;tw1uU+6O1A7^UlaKCNqptk~svZy+KZ<nuuz%%f0CJiyW{PiFu^-{<l2N28G;=nb
zI-(n5z%$$C4r&H{GS94LazW=$==*)L=_UPSlB#YqND9g$c(afx3|gFxCPyO({oo2t
zS|9Hh)^B`E`-7;#t*g=ah7Ff>1Ej{$s6W~@Fsf-1mQLCI2M<6@{CcHPcvT`=FZLXf
zSR#He#FXGfh>wgQ#YLD~AA}d~R&lzB@Ddm7Glq}<c1}t8BZ^CWDjt@o7^6dhDI{Gl
zs)CB@3qZt!PuMpk--X;Null^CRQOuxE<Sx+A&RX<xTyXCmqsanbVc(u(=K=mO)^G!
z4>5=kP7EkH7`hi{c|u$Wuo1t8lo1j1g}mwX?F=15Y!0#whZBW%8kkUzOto_)b{437
z^be0;QVu@i9uYDoeT1w?)VG`JH61ljPiq<l)e7Ok_zzQvR1%idhdoCMgIZMBRwU%B
z%+5wO97(g|6fx{`&$hO-RXwUHMPZVtS7@v3!?K}Cl_$_98tUCD1KF)sF;65pMnYcO
zRb}pPz_!x&)BtU0>#U?gh@?FauIi{VSnJ42S)KKyxdy#(Q=5k;0YS)_s}4=dsNOEE
zq8IXEy@dQ50`ei)d~_pEm>^jPD}(}qq3#`%*oT`4z^4zoW1D)q9TU6e?5Qn~ZXKCX
z_!spvX*Oh~gI*;j8{*2+-_X{{l`5u?Ojn6}L2%`Ej4vLR0iwg*<PE7^lTrjBLr*p<
zkw$@}7BqbjWUF5VE2F;YK}F4Hc4xi1y%fI@iWkUM*QAWHA;(A~hYk7UM7bz`jOLv)
z32VPcSzU+c`591sa`=2BbALVE0b}z@CaSYbg!y}D7g{^*-Mev-!=I<mXwyiOtlg#V
zFmrsJbwK8sYDcO1BW<&bovhDXzFho+KmN&op3wNsz5j!+02=IH{>y*)zy6bd`nUe%
z?|t+24^J+iobDfGmon*iDj8o~2t{Xn0f)6uqiEGARB}lRmzKun`l^}_Vf*@u+UCmo
zx>5#?B)yn3R@V>;E1F|vEIB@WB+4H}!!>2ugucqe`Xuv58W_dx4=YNc=?Ee#8<d!4
zSYb#nqF>M|KEHRr=$Ij~5Leh=VklYEPC_XORYsOfm}4K<t-@_Xj0uGPJ+Q6_HXJtc
zVB#aedqD}q0V@Xbi-p~M`Wf=<p4gET{Y1ha6GcVr4DtT*$M-(@xS68yx<?1MkrzK*
z-@f*5T#SLWjO7O$Bdz9M#o=9K_0TgmYq<F~jrv;1_lB0bK>@IkMecoZXCSg}=TALO
z*U*fz+tqAw$$KX?ZMOQ(fd==yHn7y?OF)dbk{u$*ef_hgo1ZOR{gBAs3@1+<x!d89
zIaQChIrGfD^@V@q<yh+6;maB#NBxnbo`GnqJJ~u-%j&*u<#KT8yl3s1E0{B&?y_f2
zg4_t0voFJ^U(Q{A8_l12G6i4@9)RAAZ1AZ4i>z&0gJ~n%c@v>_R?CyyeRNZ%_XhLl
z<G3!MV)tLo9)A%zeIGjiCVcf>eD!=tT+Rlu^*}dJ6G?~*fEcycNG95`K|p}YB-2HG
zBr&R7VPyX~gT=_{7tmbipZ+p`^Zhc>FVI+<H*6gaz-l;n9l%FI7H&WDGG1h~bn#V`
z_8(@BB<OBL6A+>FX`){!I!d=MzgxWh*$PKqeH&w$kz&WYpJy(=;;^MB->-s2-DDBq
zZX9+2018gcI8k&c3jy{N1qkeGY;hZ+>B#<5|I%(BFU!jD5UjAP_u-RQGZ*jXcCJ0Z
z5H`+7cAxm@q(+-jpTr&cxx_N#2B<C*XowW#_5$m8(`#2A0&HmA1=u5dEEKrnn-qnZ
zSiV5_0y{mWx#`*T?h`-wh20xLNnPA@!lLKFa|L3q-O(&(c4s(in@Ng&hu8+!9gO5)
z)aOpesSpy=Mqv-)iGh|45F4X-n#(dP3Fi}scQfhD!L>clQl>8&GAE`@a~4U$rb?O>
zD?OU!UUkeOTkKYh$*V%G^%=cnxkKWWR8K1#JhGYzS<SSpW~`|qsHhohESZ&8Y<0^n
zMs&mSO7-JUdg~tb)qXx$|8Q1b?XE9zR)5}C{V=9(^f#3+DC?Hno6_wqVP(T)Q$<wQ
z677)YdW^v~>1=z;a;JQ?OSxfH<;}88x8h>TdNOI=9@TG;b*B1Sz3q)F{q2iZS<0ze
z@*1{QJ?nXQChI!9o?Bk`EM^A7DMxh0kvX8utAF)`((oZ<Fan9eZfK=z?OaGQbTzst
zdrFn6%jRnKMYYL2+rgXZ<1c6EYF|AY$eay<+^6;(I1Fb-29$GPjUn~TwT(vF<`__>
z^fXXlsD^SD-Zj7p;T&xnlFuaVVjg-2;00&Zjhs&GILH`m-ueLgEg!mJj!ERay`=ZK
z>f?_;LTG*1a}=>Ip{B$NB%?z-D*m3(tij(F29@~d#jt%*o(Y#s1iH{wXe*HfL!zP2
z{;e=8GVS>iXfNTW5y%(Gu3s-U7CBuX_8dh~BNu_#VjGbO;3KT9d&GWF4&YL8v_ufA
zmN>l-NGLIs5(7jmtn#XRxIH~1E$s9$7A$Toe!?v{QDl%Xa0otmg0ju4zPq1B@Kp#|
zSqHI+nmX<EaO$M$@{d0GEksd^ocRa%tVe|HS><EwD5&-A^e3`WSRqxF8LbU;1u`PU
zpXspF0zNfbNuJjdGeaRT#Dx6NYOH}Z0owta2)Zeo#UnFnrLI!eUfZaJ1zy%H69IlE
zdJeaQ;5t4Sb3O9#mG$@8VbmC_LEi((hYZ%)UvC+1H1yUX!1T6iwZ6O_u9r+i`iHzS
z<O&@<ASNb4nwf;o<!hN+(#|fogEl3!U)TJYy@Trdhx{ODOBO;&#q*Q$eY*!qv%_|%
zo`~?LvW;q?rDNN|mSH|eqpp4~*BQ?DxTe)JDLsvl{iCvOXCpO6xN05UwQ56Evy$CR
z9*5L@jkwrr36+U1OLsGKL%b{?uFi=T8iJ<cYWNT2%Ftlb3F@=k3>J1aD;Y9&^Fx`c
znNhNbIOLU2#<Y=~aR6q~V3Tu9YI4w;)I>W5g-wVk*k3J*5)%0Q9=SUKF#Avg(EH2@
zT(7S9M#suw_xhPLk}-x>jGI@ZOS`@PsL{~fFtuP_+IBgHWurmO>Va$X)SKRNo;{EL
zgFpLk{)6h_H(&TGdIgYS|NNi-pMUn>|Brw0`+xJ*i?`XO++1L8J)6&@R>CvUsj-=%
z-eHTe(`+!ds@kN@(xy5wh^#BGY^uVEuVyu<rmXx!!{dh>er+YANdd!0m3`peg9T%E
zQovX5-A9t4uNXLT1<BM@Q$wx{zY9+pD60@=Xg2IGd~`u!eNgflWsw4pFNTaD!tVWg
zF8Sb|*nH#>xUXPP6eD3DO1j07f*yuQd-x&lg=QnJ&xJfcG%zlBVjT0i*qsz*MwnoP
z{2$!=RMJ@c@WH)kcI?H^)(-B%8)t#cp?74mQ`J`Y@yEYq?QLJ)ns80&=tKq@nb-zW
z<b!e#f0c>keBK83oWkFQU7LMeVjGiCsNFxM)%7;D_tZPQa{7SaHjpu<)efNj`A=d`
zf3<q`(?p!k)&o=i$<WR#@7#uY@ywBbIkIv)m^yRJZ+C_EEMqGj^ZPdMYUlKZDORvX
zkF1G8Pk7H1TsK6vEs+f~D*)Hurl0+Mi<tM-cMIoV%_X*b8S%u{d$vW-3%DfoA+Q%)
zBxgpA%&(XiH+e(Exol|j3V_BO`~K`g-u^s)_lwQjA84Hx@X`&z&<L!F`WVt;Xp+gJ
zH+~V4|H&diu&Zwu880HnI9;aq`wySvT!o-+UVoFi`Z|8{CP14Wn&kYe=<!?9Tx?(Z
zC{jcja;6jD)A!+vZ{oK<O*3aac@rwUjhufGy7($WntkUf`~f_Wk<4iy-rebYsvBb`
zZ-RFy)$bBWyW>~$m)|7u*-%`J0vQ?}zVMUDr<-Pcwj;IGKbP)WJ*LryTBWJ{xjVk@
zz-8LF7|k3FktW)>a9@5I-bHBLj$VE_w{|wXxM79CPS#yKf#*{PuV={=(fZ_zYthw|
z3gM!#JqN%FNw#_GA$r6DX3?N?ka;89&mO_~muxsrpS=t5^iJObm>OF<9j6{>`+5o}
zeR5M^B8s)_4k{Jm8~x<j#B$}JjF^hKuLUgp@#|S8l`DtC>_W24xck)4k|6t!h+CMh
zhc9PQVq53qJLt5$GZC{ULbmv@c1Bkp)-`z~<zYkfie0r}k_NO*WVgI6l?&?nRlO{&
zlLnP_W0HzVY2~Cu+}>OLi0esxW761|w<`i|^`?sZ1E{a+``zWA&dRFe>Uv*O*<^EN
zu0s}<R3}vp2~}N6(->%~3`=WQ^zt2h$C=Z#+ugR=rAnx3Gp+T9X61ody=jymJKAnM
zozEvNzgY2pn;JVG>pB^1zZmH_bZQQUbeSGisz<TdBVQcRF3;PR=6dEQx&mXy`G9FI
zU`#IcrSo)%Pvi@pd|`Yp-JRU&OYil=4dbIgz7&Xr@zNRmiFS%mx1I_}KJ&!olYWRI
z6ow*<L%GhWgf6&D4TL4I+%vswp~A)&*Uhew%(v4!$-fTL^)pE`8*1%c^@wu{0(PDS
zD2@-L4S-Ex|59c|$TNEeQ!bD%OewY1pFjANc3TW8taAcYRHPLbw;$D2RyNdBOPd?(
zsw;^=5NRMk3KAZ9B?OqTzJ9I25NUkEjR-KY_xNi!tSI4rOK`o=a~vXc7cu*PL%HX6
zi1)lX#0O(&Sgf?BSFuRky8lsG6`OPqkY0@~B{)$CF!m6URp=a~7mTUWicb&~XfPt^
z7%%XnP+w?|UmsR?zs*=<u+_UJ5u$DD=lz8@0sFALPWp&oJiRuY$8mR!)<(AWP+w%s
zM4GFP!fSvPP#tO0rq~+L7Qy>Urjyt;9o=;<KQ+zfA+ORt)PfEnkgsg7VjU7d1Y<IN
zH!brG&T-6~CS*y6wYq;o)nRW^=;&PG$$yS}hAh1I@W=34c^Z(oS~QO}#!8yhI9{rL
zT;24b-BKfMD>Dx^IH#ltunt>|N>|4EAqg&4DH-q)_v$cL5nmq*D#F>$$pzXEHQ9ob
zzkxgm(@z8;DXeBzud0NC<?^`v6Sn`_jCI}p(w-qH5&Ds7#Uvxbly3dj70P#xMU{b-
z_W8A*;d#w;y3HF>0h*wnsAsrYsw(NS*D?D8TcPa~xw5VvvT8y~F);*LkKu+4Q+Jf(
zhViO8+|7et=}15}8B>Qc?WnKlnrZpa0u3X%$Deff=(J)qpoDloFfKFq*RB?Ln`XC)
z3L%vzNZ71W(Owo?x1ckz6Y1T?xP!34ccgZf=Ywnut+dD1JCeJG)ngOD*nGj6KN(os
z>)m}a7EBr@Bcgp{acekxG=dmg-gj(Wy0@<;_HKRWuVcUWw|@3lBr$&TF#qva;4l8-
zFaGhL{m(!A^!J!W77hw0dncLXYAlq_E^jVI5}u(Ei^*#3vUj!{G%`hfRV@K9xc8FA
zW`>d?9@f}Q42;rk6c?S{m5;H-%4vSY{-S_e$S`4iiCHAFhY=+BFY;ZGD2V9uRbiKv
zJgR*3u(qrW<%aQv2E!{872Y`I#j;2?D8VlCB@`F>O)NapQba7D?a2G&yWmUQ!`Bki
zNeHe`^NXP`j^WDvkHLuD$K&FiDZ@u%6mZ5+Whl4%K=S!}`rE(V*ig}B)8q@GcYk=Y
z|1`Y3H<sL(Xg4a#%1b`K|EWsV<PA6n#*DY$tzCb!ytK!9l#>;zOhM2LyfG>oJEGgR
z`E~15TJH=%SXF!Dx<S9P7vFwXOZt}y$n2^K6cw`J^y?Ule#c+TuU-zOPVHN-M{`dG
z*Ppv{^q*e#1$WJf%Yo&qp_QwV#go3d9m`~1A3L*0j!iRL?f&)l@n!AYwl%UtVWMsC
zh4<>))Wuf`GTzM8z`18n0H-^aL=WIF5P<bF<~xI&>*q5jijbIX!OH^d&)F)u>!2kW
zK>FP;R<6HK-28O;_J`H8uNQV-cn{u8?!WZzKKF}k{0q<uQ<z<s-$bsyi|sxg2O7rs
z4+VAdMX&&b|LJ7mO^AMH7+g3%Ti4{49gOq9w(qefc}M>sX)99Y6G*T5)vi1c{+GU+
z@6#`TX9Gs)=H<lAw@WX7wFV3-d+x?z<FfN?BDQ6w&<7`qK0$1;o1Y|@#PMUo2PnJ~
z@hY;};Z+mi`J)#>&esb$BCO6>wkNsXw|Y1XIzES&ax_ea2TB7rCY*|~poYxq&dtQ$
z6EElqc!O)F1DOMGpe&C&bLT@$72{hr0!5LH?(wL0a7x7{lxI%EZ<**m-WQdEoS>JF
zT%oLm1*qktp_8{k<l^<W3x_Y@iJ?OI6^!iMQq(xUel`LBDwgj}Y%ppZjjlmn?G0yo
zBH5nUy2Bqgx%}GLdcQYfTsa<IJ{;J(Wts`!ej3%0J00VPg+Y-y7NB@m6(HCjL83VH
z92||O7HsJmOVlQxX{(=B)%Djuc1y~aEsC^71)*!SrD9%Hzo2RiDQe@I#*9I>(Awye
zRE#w}4$7;?<yA35%c@1TZj&vUT3~qv6g8g4(viA{6OE6(O^+kWnnhK8Owq7rP-NRB
zaRvISF{7zZ$Z8g(HAz+dx<R(3Z#gl^PE7Kgx^9`{<<<GNmhBGNkwtau(%%esd=+*5
z{$}v)+`y5uZNEpc(JkBRQE%DRd5dh#B8_UQXB3rlx`vcZxzyVhv#I87iui~w?AC>*
z43jQRz^l*hy2)Zu2f*Yvwd=rvTt6QN>$;GGJJA*0For?WT{ywVF_qqY;-%o5|Fjl1
ztn;g#p{xlk*vt}dPkNz&iAL0*QdDA{P$j7an9q<J*V^K2rZ{i+`TY9T)Lh2G)+(99
z?5UfqAY@mzIas&6`Zjs?KG|tkHZ+t;B-LypRhB)fsVJ>3e*^=uuA;2Is;aiK{QhU3
zilHJA`l8%IXmKf8UPS?h!3F+{BcR_GgZDy<6%P<2$0E2Mp@scLx?b!m7CBvF^2iF1
zxKXGtqF*0<B9{IHwO;Ht3J5Cdi)0t>R#okT`j#@Lir8Q13KIB_%RZ^8hs^naSy-pF
z+P}~q%Uepy#EKjuiisN_DIpbl8(ls{G;7ElI!@os^9Hlk*hoCS%~Uxyr}l>1E&WYO
zT~(vJv|due3M7xrLLwP0_@Au%F=8vyO`&F0cxE&>W|Iqg*OW$dEVh=BkQXfajw%j@
zuu8xi@H=)H;8P)xx@%PWN@*LoErxV;UA+<*^>88NtrZe=xxBqnW2!@X>3eFC(8R+O
zZI5lvs`A=<9kyBnEsD<i=_Sp;6s;fCgz!TvhS{_>wn3FDyME26l&P4O>02nv{*H2f
zrQ?8j=e2uqTHdTCYF;XylDrJdj@O|{S^~m?s6Qcgy16@T4Q+<Xo?!_iOMk3m>9C(S
zu>N#wc+(Kfw~s{RqY)*mkxowwz8nIKk?8QaTtjP*mLY7leW)3^iy4K2#RNks=`7XE
z1o8S9v-XdJqnAO^7nf-nO-9i*1L%p_<+jkOc5&N~J*9h8-|K1Qb{dW*<`wCE$8^Go
zwdEXZPHlJ1Eb4ikG0<T0Gd+Z3Mnk%yO~B0%erRcU6clYoa~(_jo%!=_b|g2>2lFTW
zp^QFG)9$V<w%#3DHEmqEvM2rdGbgK;nL{fB%99rp?|*miPyXTG{Ev%<-yHE*`U?Du
zfAKH=(Leehe)9gi@4x=p^SdurmNpU#>CN2cN^*H()HmjyAQEOVbZQjp=DMcF>bmCo
z#`>!2THgItS2KUCBb8rL29C9sKBC8!kXeKe2Ih-M*aKi+Vkn8JRfXaz>L{d?kXQ@~
z*@Y}Yo;|36nJ=W8aK;!);(7s{zyxCpl10f6_80Pufuqo1r1Xn3N8WPcV)1SiI}2-z
zy-02^+G6*)MJ!a_d+^|sBBoW~!VpvUg$c&kQ9$)kZlBiHmb$&B{U-}llU#naoZcB*
z$d0tgt9izsefn{8OSQ$O9rl_Fua__1FJ+F$SB^$9$HSzo;SNz>GP7b_E)0e@ZL@3L
zLo<reXlo#2puENx(<~kLvpWyaAbsT8e?3?DGR}oa5@4(FT341d)ZM_^Q`Zgx>~3J|
z&1mYpKYV15pY$%B4J40y)29ylwU@637SFAr!_MHI!Ly|Cq}ygUtmzXZ3Z(rA%koU?
zU|Q~8dd{Bv7nizL^0u8LcQ)6bS?Nn8?7=xxXwgREh^$dGXJ6Wb6E(PW&`YlnZW4{v
zEJBj<y7+p5ZemVk2%fFGvHcg`z30&T;ep4<Ac1#ackKA>^u{&#2sel=Mt+E>ojb}I
z{Un!mo=ojLp{r>0^j&E4!hQ5??&w(%+~4-~*y-EZ%l8W>uY)wsBzHh%PM&`~Pil(*
zHeJ$Bzgv3pT^bYvw#MG`X{;XVglNH7zZyZgLC-iRAcx#~%Zze~a%!<P`8-H<ApRan
zD)iOK%ehE~1s`K-n<Acp;}^34NY_q05t3B<^dUN-Pb9bc;oHn4jM!qNh_|o2n-`wk
ziSyv8m#y$<wu|S+M)uMX^TeTItZRZAsX@Pba7vB+6-eo~p7^eRlA_CiqG!(3ECr0t
zw?ai=?92T0@cDG^c#sJ!D~;RNlZg%I{@vU{t}ndm*trR&cSfSQzL^wV3Bm-MNp^)Y
z7S8@WXK#ocEQN_vbUbY#@GeI;uE&|XF>xz=5j+1Tee^oW0f%he9u8i=3a{n{(utl-
zqBr4gpVHKiDr$}84_z%4Gn(3Tr!3hihf5!6t&g`hEw;A!C6%jsX;Ry?W>SPT4Fffg
z{L;!ry(B`@khUhEC|m7p%yu><+8aWuYQMB>s-<+XtuCc)$h9}GwYOy2nh(uwTYCAr
zwrQiiDJidA*S0LmYA^b9=RKNJvwWkqKCiCJDC#om#+al!-`aTAt-k8j9@|tqX2qUW
zbvNGq#A{tOG;UdyNUw}ZvSw3m_bAy2h^Xtl&E<27ns{3S5w%sTD&8dtcS&dT%~Kss
z{;n3EUB0yHOy>J&9#8Gk3v69E7}~lVUq7eh%e-13(1_V(qB4~@;?}b%wvTaKVTFkz
z*Q9PTuJtGNvnyRN@JHraEv^PSv*y?6g`}>CjEw@1lmhgzdEH2$om%9fDdqTlYjTJ0
z1y{cx@052F#1vVnD11Spa;3|zY-z4&YAA=EgHjT7=uas!`xt68*-^+4LQe_Rg@q+F
z7$j8wUq~z=%S2&!F<p->CVCsiEyV^#?uSRlNAy*ZnEIm+os5E4kK8H>Fm4xjDISmd
z`t&n_8)XCuaGq(Sm^qdU09RdeDUth<BG(JRDJB(42?#2KypFEw(6TYPWxe+~l|4Vk
z7Gs}LrLAC@4s)h&q&c<KwX$#BzV*m~{Yy$gI^aREiQ|iC!8LRbw4j{?%ASg!hR?w}
z=*-omj08tZSBYd|<1d=;q+p9U7V&b_2$?a28O}^u&3(dJv<@+IRJ2#N8Ecs{V)=IU
z(y9Ges;z8Mmm?P`Bw~(99<QrcIA&^i^~NgFT(b7^PG`g5v^2b-)7z>#EEOn2z{t)C
z1=B{TT>hli&{M-adgXu+W_Kj7pI>QPIksfatl+#Bw}CUL6Fd4`!G8HZuzAyG8mPAn
zigin3W5nZGepI!ywpqawrVzZNt5#sUYz?5gumP<D%`6fQPb)%MQoEYarZ#!pi3Xd9
zwIZe1Mr5IqVPdDPmH<2%Ey7op-g<LyJvT}<rTiegdL~D$skaXAiyT@PTnlQ9yb^f(
z6CtoR3SwZ8^YOt@Q?OqB2^HY4^()&%STU1s^T%j4lEgPDo!7DB$zo%_TQVNhjLlLg
zsqOPL14GjptNAUPdRq8FNN^2|wT#coqie?HBTKf>4L*16+)1rAoDCvjFk``;rFJa4
zw<FtE11m?Q+NgtUjpo}o&KxIC$6o)C`|00!{a30ie)C{|*;n8n{^39Ty<h&(pZ@*-
z=}-T`pZ)OtFJC-)xx2BSNoT`z(Q)^f-|O$`?zMJW4Q+b0ObH2}SiZEeNz%}S?rN@W
zsI91}EMXn89N;SRL|P!r9^u(@5rvNkDtxVK5zc>5a_<3fFy@TlDIPx(_7@p2oG}y{
z7a_5V78wCBs)gW*6~XxA^GgIOANxx*7KznJq#Cg<G#Gcm+G4N>6O3&~(63xdSf518
z2}=#L3yX|wKds;V?G*h){P6_k6A1U7y-L0O#pdo41jDFnLN8G?@(m#wHa1n*d)4}`
zmgLs>m2kaAk~>3`BLg}(dOZh&J$vEKUb@q)1nxM-7TTwm4K)A4%UZym;$6m}Bfjkb
zg?jKR2>)RdM(FEcbgO$VZ&*CAZoU|Ub${^1)Y{$9(z$*0rf;#(lRUM@kGc~_j`*QH
zykl6o?9V?POJ6v{2iC}8ck;AnCZ~6YRXfl9&wrV}{5pB@<-*OE;UlUHkA@C*2eZlU
z<pooG#u)P({k^JSzqU_V-PcyTFx$1gKeo+#{ACOEH@pWVcEzA=>&ZAvi~BF8ag$Eo
zLM!zmCm=KM)x(!Q$Q3}VcAiWM0>GP@n;(*A--JlxZ{E7Wq5^6lk%f-J7ZREQtd<D3
zv(`6$csILQnAkiWJ$p5~cTF3PZ|}yN$T^m_oO?G@g}1W|OqchZ$fVnE5_>n3i@DxV
zqC1}L+rAp7QYU{piigHXk!j%F4=Y5W_Mek98)d7J6+#>&xF7pZ=g(fn;#n&~i=T^V
z`qtIt;q!Uo?icT(iM769+#Fx+#R^-dDly%K`tpTzkt{9h&fL++>6^LLqd@{-cvdU>
zq~L`0#BL*ngPd?_I3n2AH!icfz`g2x(YEy~-_^Hi00_RQZZf8)g^HLE(?(P!$kyYR
zbL(eVZ9`Y@6Fiy4^?nrB*2QFK#SzLlouitunU28;7RgoYZUj?Z^BJ=z*yauEXP3ns
zQ=l;3g?FA#rS=?&t)9(u&;GUV@FsBiCUX9AZue~B@@{5r&2e!(y|?Mf#hoWvchsg}
zld-S9tf#JILQxge)Xr(@Hmn-Iykc43lF~NKv{Wr>8khBwSZjSyRuzy|`XyBfZ4-w@
z^-VLHnpsWdlA+<qp@_BBEVR}{G&RYN##BdBs;zNRUR$uV=CzWvvf;Ydu-7Ty)U_14
zTTi>&j!dd;gJi!`dSH|s8f7P)ip{p>w7d@cD=MuzGO72C%2R9Wd9SwMXkF(Rn<mv(
zx2$j8vSEBFw|m<*?1~jbV@O$@)=84>&C4ClQBCcPs%BbQ9@f<@np)y!X|$^)XlM+W
zTNVPHOS$3n)<`_xlRFvC9n&*4!7gNc!;0%jrzcizbhDd(Q|zmz5Be6jofuZjN6zKr
zerAz@q!FF$UC_}8?*eWRkon?jcTnk^fF35LJCcUS`BkewVKh7I#^yA!b?fkStHsHe
zsP@J#rXb118s^2<2}+Av+v~Nu7W&vej0hPcqPU9c3C?OUY5&2|;$v}*QRprqwu)Md
z8<{r#^}qfh(}lr>gcDBJ2Zk!@?PFnT6)(j(qu6u&5!D?({zS+y)ECCt2hGMY3?GFU
z6UZ;P6CW{NB#y<ju^G3X3ZDAUQ8EO;aJ@)mp@Ps$gI+~?y9bemeq(=7rYh^S)<I}@
z3=1$qY|Xs5VPrl9lS<W5LorZ&%LBZuxuq`LF!T~C0_TcUmDmup*D?ho#nfh~0y!mB
zl|pPFTq;85T{Vzb(P;>q;+02DiZV1C&kF7Yjo2t0OJ7TuqmijuZOem7(K_^4(@_bY
z0+=e1Fdm-(6?>7o?i!i4Ok=7v_SI2gKSxRQxkGKJEUo&K7JGUqAl0v)kmq!Uvc|aR
zrtFI5jH%tO+^J*vh@gc&vE8|P0)<b%v~N6qJ$m;8Z!l-9?uOBjGP2$=JS{T+cvD<R
zsqq||WF;D1C761)2w6s8<C1Y69^Lr7dVW>E_M|U)(z$fnwR+x5*$24PA+My{S#R!x
zMOHO1+QR4)QUoiC7*LQ;Y(p$#R@+=H3`3Dy&T$cS8yJ^zO#irq^cM~o7pySB()aNn
zWD5xWnWQGRLFt=$ai?=40)wK3>PEDgCn%>v$P>_D%BkARV9d^>jO4XgT9kqHXe;BX
zBE1k`2*U7c$J(W1rNCa5A-!w!#|657bXLvZv8lKQoNR2<wEt{^y6wac%bRL2t+Dm?
z^;7%7t>@;;#V23o|FUx7H^==Kdj<ad&;PGK`n|vT_Qkv7-Gf|uc`dWLwwezGLgTJc
z&yZ()WTH!FGPLSsO_ElHio$N#_)Rqpm|(S)wKe5c2(a4nvg*g;!gZm?DB~_tCZJCs
zoQjau`*82+wPj2RcY@#+E*7@fL#FYca|}gAk4o+_zASxoPq16LMSv;LT@ODm?n{3D
z0T+h2dh{6>3al-`R)r=(2$t2z@&^xv8z$~@AKWW+i=wn+@`w`q<VU~t*S#}6x9^wF
z-o(~UC+C+2W)=raN`cbUx0y^bWurt|)uyZ6JP+P}x5}B6#7_QvV&jrB?#Yw4;iEUR
zpjH`Y5dED>8|K%$mmx-84x|gct030T$pa504+i#Mg^u3^xjwV13+6kgmfC&kwvCtW
z&6mT3=MUdcZ@w5^K6geBth3wZ(2i+#tpnpLaon3a>)m`lmc1RzJ{eD)^`}q!;(L(9
zth+D#<f%Y0T)vAQU;B6VhL@Awv1y~HTQ;O?@|h&A*4pv5Iw%2AyT;$q>}zjuX>0w1
zs)aejO4gcOx8_a-T0D}oGiq78@Bl2OHjzX+0V*=^2hW3GQLny^g34#-u820B+`JiO
z)1UZO;r%>S;7lr+KXL}7ntb`FfA5)>o^jUGj$VX!E~gG}rq7;*3Rl7X179lch()Xm
z3)bZFU@AShxX`l@wdHq5msSUsR|nU3#!|}zljHiipgk7rUx+&vQa#Cyfy|L>_sPWm
zGcVheu;16tNY{JvXJgTvZR>h!_jWq7Ka$-a&hEJiFGHuVA~;SoQ{R4@I)5A8y`E04
z4=m>TlKKA3u4^G<pHG`-Q|9qtyKABqbb~*t-?@hT5ZJu(oPRNU_}sV3>u^4T{ycc;
z=O@ja3~&Y~)HgJ#3?vP{NZaPM|H=1R(6u-!3mZ0GwBuKzFLM3DbM`iT`%Q`g=<2bH
zD#Nw2vCN@+F3oJKXJop=Hl#M$TgIk!Jub!YR0o`{*(D3Xd#VZNGTkuHj$YFCICA`a
z=J;vg;CiBP<J(#rSc`RUE%t0J^`0D#uZFs|V%<key|<g5r4jAXT+jZP0mTxOR*yH9
zjWm|Hn;$Rg&{3_0UTw}ONw+uVjnb*+@}RsX($=upA&Im#ht-V%Sxve_lA=Ld*9iT7
zw@<xcl^!^h8<v(VYDZn2x5&eqx<p&!W{2$9tUkAC^IGY)9yQf=XlXq(x9%AgI~`J#
z*m0L;qpc~YuFq@g)3TZkZS#JoY+El&C>oYjO<XBh)i(qBO_O}DTb<QQG6qS`B+GWn
zga$K9Gy2Bmj)rAj^SVj4ZBgbr<$1Fz)?PoMC<%4cq%D%TsX1b7@~O(FbT#t>syS~*
zCf~nxHj0NyKPJW?IeY~F)1POce;mB=(U2ZphaTKDziKA6l{$byH^8PwC}(AY>|5;M
z<4{0>`WmESW<~)slOS}DyP2`FYg#cpqoU|@DyB<p_jn@)jiClk!q6l%&Mu}-&~#xe
zUwoZRY<rt!6)mzV{v?41gu*K9EVdL$c_FgIV6jL^Ekag>>m`U2f*pZ{C48`7OEMaX
zeoFu)kX6hOi(f@tk?G==4|+_PV4nzXs(_~Q=on>UIw>Myh&QhAoj%xQ)HMp+MCE7D
zx9Cqq_B3L46{Xh)8OBTv7t1l!;_<7N_xc$cBJ-eCNR*|d;vFMogc?R?$wc8KcdeZc
zxhAzF<ckbd!0%u`yUb1jL+}I?v{W;z?Hk3ek%-imrG^KAnq{=Z`IO`H5C8*q+Mup2
z72B8hamkQ{O!Tm}5Qn^^l45Bi0t}D^PfwyL<1Q_#5*~{1KaT_2iwUNPju*4^5>08F
zxyn4$&<lh=+i~*cRASFz9g_BXAoI66MkMR!0~;4q)f;0Q`qZwGnceQQ!Go88d~JZO
z!mI7Mb4)Pv)~(~}yWsbK_kd`Gv8O7KY7J%Ellz^BA3|AZLSzy+Q@N(RwWF#{UxliK
z*3~oAgrw<pOJ<U~)Sh+Y$-vG_=jw%(Bnk9;ssZ}kWZ+vw?W0dRFiz<Y5wAuhmYtO=
zXA|nn;%orn#Y=}v#*xEQ^1*SrZLr1ek}!zG@*@An3=swe(RySaI&Czlm|bd(u8HPH
zrlq9RFs%9~TIN@@R7|3xB}xzzk9p36KJ~za+|UidmB<;p2^Cr+`<}JojDdy9{pUk#
zSGLryiQVDhfD%~QR9x$sQKfdxi(4k(uDpLae#!p6*%wuUFXP75gPyaOvnS8yuis?8
z`<=T#`TKwHUrbs2=7IlGufQMv;UB`u|N6_XU)()=a(%nIwKp>v49$cS3rllT^MgGD
zJ!bM?CatnnB~u7Dthyct3_L{*<wUSp!OxUc5Y(@)<VqR4jY4Y`S0k~xh<;&+2{|O@
zj}IR)T_kcZm=z@@_i(5l0I5K3L9Re|aSN5)Xf|B3ijs#FkHL$HrAXm=6*U#;dmajP
zN2Uv!7oUn`KI~Q?`9(GbDKFF=vrgjupMLb?d!Kz|>(|_TnK^qMPi}gKCXB(wA-zQ|
zQAyfOMw4AHQ`Ljb2`=`WzFi8Y1}DST?C}^L3xlD}YvNC#!j~a>XA%eY_;z=E*OtF=
z@4oSGJR8m5xu$bE_o8xsy)%8>pT8QNTQ!bF6#+WJRt<CO#>h_h`Om|J??acrOzwRV
zSbsjAyPH@z>h)!GbDKt(tKm({A_dlGgK6~JscY@|WO&OmvuvEpn3)E`g+MG7UIy2;
zhvQMpkWFH1t?ic8m>VlSn&v@C)r7Jprf;6r)_PlOyqf9&=QUlO+fWyDDc91r)fG!T
zVMwf4gR!o;lv(VQow|!Zl&FI_XW;c^?B<&UkB=l^J(-d|I1<=F7hgx=Q81c>{P6ns
z*Tuf!sWW#fC}GDiE&w$gc@D2b`zJFydy|{%W3d@aa9A61cPvg?BHqsF5$(*dZn9VD
zb0}uV4C6hDVMCLzw>2=R_x83;4(WYEx(TOd#%EgH_R!#*KlW^167_Mj?zfolhX4>-
zwyx}tFh%vpI**=))=wt3E_{WTb9*<_r?0}x`>x9`<IjGYDFDd54z6sCWVS|Dx7@*)
z#W!ylaI4&2t=%aNryYR>({#*4z<ck>`1u#X<Cp&HuOmCyfM=|B4l!NbeLA*w;R1}~
zj~n1chco7l3-6QfRu5myV)1cCMs)4pK@6Ls3mb+i(hHjXJ{-~W@umGCK=h6grF&Z6
zKibw|ZnO_7oug{cbo<1dVPc*NT~gm&*m0@No;BiLg!zvLj;?)sXJgD3Z=cR>#;rMT
z$GT6yH)qL?Yg65g(T?iXUU|wcozd2=*yY<j@&#q}tfV3!shCsOMB5vdjV-5rZ8rlQ
z$5!Q{sw&V@7FN}xxMr2LF`Z;i(~w|M(WDG1s-x<fL`TDhRkqbFIp~pXTAB{+vYfG@
z(5u?B%0u$Xh_ZS~Rkz;ObZKqd?^JGdC@%ZD4!d>Bnx-AS?7%2HGAU2GG&}7rEApDG
zvMwR1*f&V`4AOjSb4Js=Agj%{A;#ndo94oyMS~R_+I8GBvvR4unN7@$zBy-T+U%07
zn<QIZvh6PUvAvaJ3Vm%WT}`o$+HiaIg0XR-vt?9XKG|9wF*Qc4&C7oMTBdLPXe6<1
zXC@fma?lo(+_&#Or;C9S2jAXvy3~iDc~7T02zN0=PVV)xE<rGW<}cCkMeF^vY&4=8
znN<=4vwNDXV9AG@P5pH}o|fsPo|2b9!pJ(Rxfe|$Gxbo}*%Dj^DKiYYW#`%S)pwa_
zcDSzTaasB2xaYz-FE%p@UrM-M;-hf7is^c;v&6`kkW83V#Z^av`GTIxM-)`i{`zgm
z5<+@?B#f_Li>u-k66r<kmAXc5r0IwN7%0Qyy#Q*#wExigD7v;k>_S4HfP*SHt7R-d
zLfiS#uh9oBC6K<ldmEjj(!_=XDwhb4efry`o~A*s44MI41!$t_T|*?>kvST6&vc^V
z>YGc!O2BqNarweJe@yS4*D$&YWz7D#zGt`vxgt{&oqFJKODP{jH4$Ye7{-*dL0L&i
zj0Y*wR!c?pjO4sr2s4ocQ<oJDG%=T~sJjoI3&#wzh{0UDxf;>J762K0t{Z#m+Dug~
zn$p&;ssX>m7gw$v_gsB9GZEGHjVil(8<^;YGaZZTru42OTd=404fzY}*;ixPv+nJ?
z-f&jO+->a=if`x9>%psU0>Ak03b>kjYgKH^NSDy|Q)eirAMgqY7=Tvlfp~`G*$_6Y
zZNjXuyIK&0pc^7NLnuS-yDF6H_~2F{W{^pv0lC{RV>0LosxYt6T`XzR_K0_9=&tQ{
zHnTq2Y7`xm0=#dohCD{Z&gr2PvJt%MWK@U4HZj{eyQp)H%5fce^%!FEu;{McJLl?2
zw-JM}vl4_CxL38lqCxhE+DcHaEI0txK(bP41kl6MCvVl)Y7Nz-{bv$w%loFomoCPy
zO9$k;jQ+(ohM3bSEgl+A8#gSuV_iM!+q)g!xgCt=q2F6p_8rI1{O7M0&R#_CzRG>`
zJ6C`E@Bi^%N+SH`p#So(z@Pr<pZ@%pzyHGzzxvrvfBE*+m$#QsW8p+5omojN&-!M^
zhsMW-#>@tbN}|w;U|79UB9qoPN$VR)d{vcKupL=lT3%IJMjouPwBmyRD=!h1+{h>V
zuE$&v{X{4*2w;L50o_ZazgUngeo9au9}IU3iwt0XP5I;6^3tkOK=r6K?!rJ3->e9x
zU>C9&{VGQKg+ddnkwrZwgc;3}pWkn8sWF<Rg_rT`uU0Y#-o9adLt~{xR##nHT3K5y
zRjVw0Mssf)&5x&VQ^`$VkE<iKIkA2^1z}a-xS?x4pW1ouO&-}}ySD7bFcs1VZ~cXD
z!muNJE4rbW${LV4W@NDI!|NtrqIH7(;-z-xiIJVImGl0KpGMEWUpW3|ZvEv%WY6Z$
zbp$tz{;bwDC!b1p%w&u+tH$WAHN0&j0~X!21u~|@&cObQ;Qn)g!YJGYCdb=Gdgb<x
zhAw%fO<HMbs<by%j!3KH2I;iA&abQqYcUflhh^nnb<L={8Ybtsq1NBsycF!rgv?>D
zb|ddvh+ASS4DW_>hl5*Z?w#|o>vxf}=Yj20_b~&<gQ2}k&qiS=R~R7S4+0Ax?Bt92
zwTm$@^3i-ZaPqBdl+x7NzB|9`SxojP;?CHtZEnI4@|h-w+vX=ti-GR=WY>b%H1E;P
zdGw)C1BEz~{pvY)r`ss;SrpSY&4fiUW>dOMEknkZVUuLWt&0S^VhcU1Ik$h(G*AEL
zf;F7z2_>x?1@Fr4;O>o|_h`ApkzHU=dxKjS-t9}@;>N(uH|dqVq1C;iquZJD=h4+I
zPdM)I&zXk+aX^m0JgquIwW+&tz@za;%z*`SFlk{T$>eeU+*Noz^ZbY8#-*p&bTb4Q
zZ2$RWkuo80TU*!D(X4&*YJ!$e@TZ3_aI5B+Z{|;2EPGyj8Hdujv`d660Ba(#*#|gc
zcuH$`DQp7@=a|-LZSEV<jL#b9)AqTPZ6;<4MD)p=Z6V!t0D=E}WQ|3nGuO!z|88OI
z_+skzCb;NUExXi7hb(4pUa?Ao%CdM{&9+?`P*%q}8rN*{&2DL2S+k_Biz#a(n!0&S
zZKktj-=?^6YPULDc1_Z#vU*NYn`)Ov)s55A>VT{wWsn^9wx`;gQtge|E@{@(oYvN?
z8td20O}Wm71FQ7PsVej+GVS#%x`w?@=_<aKwkhA%lx=M~wrDSV3@2vIg{}3ZOLf>O
zM{ezRNY`2$?;N_Ey7s^z-R@{v(>9UMpKq?pC>xGC6$hQN9fRbuM|*75>~^d7ZQ86}
z#z=I{C|x%;?{&*gdNt?H_MJ{?PS>z)lH?7IJ3aDzH||_RxV<*fDOseL(j@h%D(7`|
zv99J&uWWmFIJIgH#I&(3M{LIdI&b;7hmMBA7qf&IkKW<RF02$rX&Rc#7*|f5$-Ta*
z1mr#4WKusC(N3rJG&_UA4=fq{$&S7WG?>gWs;~}A0!cklWNgWiY3<-d+xTp!skg=I
zk`GO_$2R)tO5oiGg-}PY!re}#qP4!{(Py8asf6Dp(q2M$75`VHN#KBq!fWDMlmdy_
zqNv*zjoV!Ra1n7Y?)h()96zi&7E@jrVjq3<Nik#pu}Fx0kZJ_)1x5NEb+vp68TKKo
zFR)--2Wt-lpD&RFgI)#Do()8}6PQjCd6~}G(B4^NvO|tin){mB@&ipzuzYNm1qAKD
zgv=LJWeZ&-rjmPuLzC@~9@84hYUDiv{Fp!Jt6q;3wv|7oqgRnQ6C#QwM^p*|z&+DS
z&oy$3Stt1}%r^#(q`VZZ<*2U)$wRs3F{_T;SX5u-8t@3JQf*gVv2^>9w3YaMBcXIa
zTiv)oE-6&}wys*z_$)bE1{%7Dn%Qt<`Gqb>^wQ<m{_$|DTr1%DB(gwYtsL04Z-&+`
zda`Go2d|uaFZwp`?D<Q}@{xJ%qHpE6^Z1Lw!WSd2e>WD(J4yRPghNejTn(&W3~t^~
z?y10l>T}CMH?TZNl1;8Dqm~GT2^X#(zGA*JwbKQaE1K7XqaT=%xM$>Ou<1pOKL#&C
zi7sN((B)V5d1UM!mQ{YncBkH4$7{}$RCSQUuadWxb=ugbY(&!QI;$k|64ok{TlU$M
zVK&*8JG4&6I{1sB)HT$%Jf=q*pxN?4w>zLP_cbx|Wh@RJ4KhEkA-_RrY&=6aW3EXR
z16=30ni_GdQ)TUw^bI%1)=eu%T~Jk53-*O|3nldv5f#ALsYMMK|Jjs&al@WDu!mRv
zU-sTBHr52c?tI*pMiV;R$Xq$+oO8}(Rk0W<2UZm;2Nqd@#hmlKw{Peirl)&GmS#q?
z@>uXLY%F#mIc<P<A;AW0V;^<_1A=7fWuNwZyd&(hVQZv^X?!S<#R_Cyc72EEfBwIt
z+`hy<cxZSP+_{dPy~>=w$z6Y1zIa_Y`5^c5%l<Ea`TKwSvf?+-@Spbz{Lvr%(Z?Tu
z`IDdg{L9b3{>e8#d3JTX+3NLM8|%4ZCYf2Bk1hto2Bq4pH7Z1M!F`1{YK&0i&10}=
zvvb&UM2RG2nuI<Hkn<4?Lp%({+)!D+5?c3UFfhR&tKf|Njll)X*V8EwT%Qm`RybgA
zv2Yt0Tqu#GlhAE6F*O1G1%f@13WM22q{RsQ{;x)y(0I5piiF;O_Z^9h8C|h-b`vju
z+#g-0ZC*LHHgVtg-g|d$Zk8wHsr7OM*CI*V@te}on|f;9(-_5SgZa^Qa{pBhxpC06
z#xIu9uU$K^XEqFDv=Dxndhzql!Kcagg*VnvEwweyRi1u<<x23=J^e~ui<#rv*o5w(
z@~&z7)zbM_mGd8#dw2fMt)C!EG^I-|d2Xn4VUuN<A1TPfMX5g{Ol}xTW7}#~gAn-U
zd310Y8=gmYPnK2}R1PUs%b7B;rdO2gc_GC@pNt5pivr53h!PW!(BD^5abx`1dEQJ^
zL<ZI=Ca10{X(<h(1pbm=TA!EK<J#SUf1_hxuNzx^SN|Z;KL{S)#E$M(juD|h2sZn!
zQp=jksj6Lbu4&A*EHI;X?^Y^Xu0qS+*$p)Y-u1S9V-Nu0yjAgZ>i*QCI<utfHiFrt
zu~c@fm29Oo+gi$4h#PWoLuN&vUDd~YqQ#&r6SpQ7H2DQh(k0FM<axhhEu_u`)LEY@
z=@2g&xp9YV*(yo~<f&y{qZw?p=WCrneKWAuw5Q5?PmmK?m1XOe@#X6194|`@3x>n<
zr9$0O={frc;r{+&vEuT1B*CE4<raq)RI3SdzKVdE%NLf}y?lREj1|SbXTaTuFF#+y
zAoAdY)vePI(E|BN9sw}K{*T{ez(j?z0<RVMw`V`<Tz!VB?hLFsRC4S+L*;t1xr<=G
zdvv`D@2fWQBlHEurO={kL}YOAv=-K4+E8dZGeu*eVo9Xb>71^;<!JP*{XN&=b@=r8
z3Kk{WZTrqBbi5Nj*zj*>ElrQ8;SgkHh|ts5Wwe@{-d3{<5=NLky=mf&jNF!-K2US(
z5_*U_5oJx)Rg8g=dlyiD7&dNd*dv3WD5BRDoUut%l`_`E6eQcv{F*I{|MdKhj@#37
z8VcIBnRD#ougge19plm?y7WqS%)FtAcjc4cU=>k7fdJdn3-avQv5J3Yg5@RL({j(v
z!gI6eP{+G-Dqs5zaKnyGBBb;;l)Q?NQ4=xBJZe)y$C~6&#ksUepLsQ>cEw059P32`
z9e+c`Zpj%P6$@t9*d*wwm^~$Pq{Vk4-F1luR{o}iUslnZT24dDspwd18pe`vF0G)g
zTlqP!u-kNY2F}Wc70zV$G}Jv0v`^dzAEJabbNFd-_f2m6LAtu*#@b`^zy)@01)H#A
zPj17K>6lk5I@DLi)>PP-SRh)W6mTaN(kj$MR!0s1SF0oM`oPycT3kpVR>WN_7?M>q
zKN``YaPS%>l`ClQoR4egs86Z%sdtbW{T-rX8)L=$IV7_2Z#}NJ66?EQPaqElz628Z
z#B}nl>qX2Z->NmjD7!blh+!fG7#uCa1jB~o{ilQ&BZw3C$9?DH!$%l+5;w*{Odj7O
zE-|A-@zD3bkAddzz|?v&^$v1hfG0p=@v*@tn-fT8H5LX={pgGiu85H;$KoL-R_U5y
zA*rzX*Z@gwp4sYS3#ymq6G{^0A>1>x6rp$xp)y!i{w0Ym$TPXw07_so2$(8P`Zg~Y
zKrjr^01aabrqJgIw+%KIz66ngjY5LH#h<_$Af}K=b3vH#<+Bh@48erT#sW$LaWVw1
zkZgz8K&0Hcz&HCiL?+)rRhg-BBMCfw?-CCh3>5n1vZ#OK`RKoEdSVioV-RnMIpy1$
z#@LweDmTt-gDc1J$BXA*tloT+8QeH`o(G^ScAp1tzlK+zD)byY$s}q(p{droS|r>q
zKP!xG7BX!$IuslMF6OWR!(u9mM<$~9nmG&*vu!<Au(3Z_-`2xtn~#eiz}9+L!;zzh
zsJ??=4;i#;tRS(4xJEY{#uNk?EJ2H#2VfT<s7S{l4~7RfyV=mau>OFtWpNSGd&Ct@
z#j=vEGiPhphF$EXyv8-J(cAd&T>)nUpcV4<@x%`>-o*kbWH5;OT*(y1!GL`MSOGXc
znoq%R1o0KB)f<uOt&DI=+DHBOk#+Ob+Bv{q6X@(vrs^u#o699xc}u@}?8h?H;M}`)
zY&(3uaPlg)cNf0;ICK4R`s_^#_SgPxZ09OAJYIV9>EVB#GWgA{e_gM@x8HvI@yB2N
z@|XYkkN^0e{mK9QC%^dFA6#EtcRRgCrJh+%#6sa@Y$Y04FsOAVjZr00$^>GyR3_qZ
zSY(h3>DZA3Z537Br0E$n6G38uO#v%x>Yjm*fg>7=AeNxAV1L29!kQ#Xi{Ok+K79hw
zg|8wNMx@9Ha4SKmfF}mEMr6i-V+FpI$oykv@g7(KJw`ZbM7I$-zNaQ0EX9pm`-xZI
zZVxXq7Po{<nSu1W=VPEZ@-Z7A4a)Sx2S4cS#$Wz;t9uwL^#a3-_}&L8O#MJ<7~Y1P
zNABZKu)|o`xCj)7mc2Kr+uv>Me!S9uF`pkABSk5O9loSMVj@dy)Zm&t+cz!M6w7sa
zexPrkc~8H{9e$h|zg`)>T5MgoGXo8>Uh$SX*SBF5Vh?k`YqcXMP>?NEv<n%qyES<K
zN2>hnRc^EsS@O!G20=_GuyJP9bB{Ah){2<ypgna^Cw$DAh>(O)V?o2qt9VfXDa@bE
zsTjneWOOXTijG}S<5T*wcrImRl$I2os;S#Fw>KP_f~r(A6sv|p$xv(AiWSp*NG#w^
zECeO7sMKa*6{^nGW-yaA=d#vn)i>-%TP1I+<l3wU+By6BimqL9Gzzvx(N)e_>QzU(
z>noM5jfSgUwP#bhO5I&=`_fQidE3&mCJ>ZF7UYSTCK*;H{gOgZk@rd0quN49nQ#ab
zc0s}+%KPNysJ6T2DaXy#ti4(DRcoGl*PmUpgd_6hxHerf6<hXf#nc%3xAvpyytz=e
z)xd%8hhhtgh({VU@d8#+B5GKT7#4gAw^O9kGPF9T(aaHwXIFB%?aN3H?@0R|>@9+j
zHol1geUHpPsP!iwrY}A#Zk;Y*MhS+-!OPV44H4@?z-;d>v3nOsNl**B1Gh-K<uR4c
zHJ!PJ(;Jq<ZBS_FS~J^d=eh#om9*aL7cQ?VQyFc0!&hrMHwNDRj&JX5VRYyp?*(@H
z{!T(W&YHI4`bJPv_ez>}!G>K_mNTnzW=p}Uh$&?eCB>(p1E?&eo!W&%4ZEjeXZa)#
z=}AsVsz|9DT2@ubxbmuZjl#BqwV~p`8SANe11<Cw9bvG(Nw8~^Y(RY(c>6ACQ_VcI
z^Y?9>j+)-lum(o<mXUqn6khlw$1d@iTe7X=RE6XYOfUtz%q3NM<QU~qnmN%|Fa`?N
zftGt`lf3b&x7AQ+yaTgjODjyW=PD9rhEHB$O&5jK4FzkUW^L<uXLk9XQ8ZL@_l*24
z6&pue&TPmTJvFPVpl_*IT@~}dB^p_|8wPgY%wLm`GJ@Hhgj7_J+a^{)MT<))Yg$fD
z!^}B^y_#!$7;O$52oi&#ckpKU@T2%1QhYA}@=Xu#;%H&O0tHZD{j0_L-h5@`1?CRb
zQ6SvL*Nvf7sXfTm*cd=-8a-_Ps<^)Escw5pTaMbujY>)sapt>Ds18h#=Hrq~&A3|B
zV(s_%qx98RmE^jE%ABMy@HZq3b@*EZp6mZNwZ8XV!u5Lh`%^Qh+8`#AgeyPsgdl+7
zGr}kP&I3Y~-6zEE-7!LX5kd=^?YqEA{L1gTkL$nx5S7`4OLiX#!(QaCtTWsm*C6zT
z+mp$U*sO`EsrNB?oInva_^SkW;?Y|h3LQWc))SeQ3Ymod!N9UmXJZ&0$QtqEMcw?W
z45|Q(0>Gv^hu-e-0tn2&;8Ph-If7YW#DJ|pK+EjqgyQl7@{=742Jw(paCI~my57b>
zMja{w2ZH+8aFl8(5MV6fga9Uz5)1?~RMve0e+t*b(NbC{BF!9AG{q83p>i6_kC<AT
zJWOkVZSk|w6$Lj83^9l_3?I>(gHSq>=lQm-b!gdpweaQ-I!i?h))fK%0_GH5hcKqr
zw{=9w{K$OqMf}r$G<^N@?$uYo)MU>;PM&|7diHIuvg4K+XXjIrg_Ib!6(Z<^ivZTK
zn|pAF3}8nX-Dn^}fQqUzp*Cm+-I3T{TrDe0150Bc8s1yqK?GC~PDzm6LdAA{M_=eF
zfvktHNmf<MYeZjwJ1R0dStb_~djxhr7qyI7PXOJ^8De8j3L#32bh%G~#78+1RGBxz
zUCK#YdsY-a=355eqIhDOur4u^h4ABw!A2u6wgTxa9u}=bfagPYf{KrAk@<uWF|g&L
zBw1AgCku}bDL8*jTpii#ySB}9&-y@D9hmbiJqZ73Z(Q%2HV&P8xAS|q(aVoBC$ARI
zUawqylsbDIKYqD<@GN@tV(I*K`shWxHTHJ*LW9HD@nzxHr6zv!JpZMyz@PoupZ&9c
z`M><^r+;vMa@DM~D~0v7RJNEd)QhzR-@HkyGwXE*jamVIK8Md|fh$jDQE7zzg@o7)
ziX)K<BgTmLItof`3f<h$U1U^8!ppjsVUSNaAd{fDz!L))|9(tK%ozzP1%bgQqF?tc
z3u3>L$lhbg5nMp{W<XWoeelr(rIK4|N1lH<=p82AAvKjYgIOd&!@vOa@nZ^!G>u%@
z^kchE@zGCr4_*|DJv1!GH_u}Pa^aK2`B(Y#AFdyNUN}KD^L_4X<Jy1lN#f}9OykVn
zd*)kQmw8rsC>V;aN%bCv#zWTyn2AkeZeYj{^+^;=j2-Anx%^RS_s#O=O?dyKbo(s0
zzT?DXq%iQA{VbE0;RthF%YsNzwUCu3YufgH0I~D&(b8aJ!K>pKSTienffJ1|LW-L`
zO(355a~{S-2(5e~a#~5xs+kEXt)vwc^unZ$oinhD2F8YkTURrSGD_C~SAm@nlkyr`
z#=)&;^~ptXyJku!<>83X=i$bp%Eh4EsvrlAtcZz~^-7j3oS2Qf<P}A1+|q)&5>Rf&
zjIDsWWEF2Mo3@MYPSV`SnEPE{rC_e)t+ld!qwA?xZG+9=R@d8Hx2&Z!jhds?c9%+~
zL`u69SBGO#kDnV`Rjej-%Zutb+%TVHEhx+RM9XG&%F0RNNe#@rOVo~NnjuBeB`SKP
zd5>g0rmJUc*@!w8kfxIQa@C$+GiCDDWYV<gla^NXm4va9Fy|IDS-)b{CR(zJLneOE
zB(TV+D#46OG^3W0g@RcI<EhofPplc%Hyz!>5IC`*;$y;i^eVY=<f{zqrA-S2*g1T#
z=PRclWv;)hf`&T0UcLCNhOWlrSGjEfxSpp*m&<UyGIfW>!U-n~1{+VJpuqbw+4veA
z&1&T=EvZ5wk<Z5qhWPcSvs!aBTCVM#(DpE}KMrnHY&!+(Y09`WuP7Ut%aYlIcrGg@
zV?<b%(Lv~{NN5T6^dfz#Bw?1N%$}Bg?UG=q*HN$*XcK<Q(+u_*IWx<gX{am&-Oru!
zJrmMdd?>V*oVjn5?3u*dW+9|k*T8EV1zodX!^~@H8T)qLg<G(1;a_?bE$kaAC<hMS
zxmUPj=Iq;eXHH=p1Tgw^iBD;W>04@UO-!o-F`?$;n!13zA*I~dB(HqRu9A^t&#a56
zB@rdgo=Nj(V(dw%#Ez1g<xFoV7#L_?de!G{<v`CLo5ejXrzWFTWR$#cc1=WXDCs3R
zHUbzMI!52XuE;4RF)72JF3L!0(agGv+BUFiTE?1^hBSW3$W9xX-F5rn#q!2}5c`ZP
zWhD|{i0xrB@#2fx?#mRw`2Cx3renlj!}`b<%d6+((uJfPhbPRp`#JU?58HV#UaSFb
zFd@#gjaYGAE$KZG;ZhE3{#qpW(ltxEZjG0XsI)+0s&^XLz6)P`UhJR8Wf}%s0K)Xc
z$B$t@!Q;Z<5Ax|g!39g|e!Pf?D&Wp&phb%sdS@R$L7&F=W`Q-Fc!=oN+wDcTV7QV%
z+!M9h7$zbQMr<<TO6WIYr1*dU-4kQY?|+xbdfk&(-;Nz8ryfpBqACqCjF4?mb$Afm
z7>|JT7iNw)*8|=T^@TVVqz-0<2p~ZWU_b^hWg#Jr7q#h{3FmhNpNgBBCMwKEPC#j}
zI4M!l`Jy>s#2!EWKFq6dLYl4_8)F~Hc$ie8z7P%-0^Ue5>1|Y~0t)jH{4|Z3VRCa2
zJ_n2f{uP!k@w{)jrjTBkOTy!tPl+JFWcS@bP;nT^S^OL<<@rG$O%tXTTQ~vt36V3t
zd>R5HSyLi;wLY{q4~&N&E!_RMRvLt~4mSKZ>>F14x}7^0LiOjLubg~@%2dzMoA`&n
z=zjW#8?SzE{ga=!zW7I*$%aW|C+QqCY-J+426la-rp_bU(Ljl|tTxtFhFZux=tlH_
zWAcdjy}?cm5l{$h+^7dvA=H@xMFJBE+7%43+Sm-R7?2T*IZ>{ySt`hVg!p0kV#52e
zAi=c9GASHIaOnX)buB=N0sBwY64WnTj|4ssLH*S=Y46CDuBi$wRk3Y|WtCXEB#39K
zSxgl{&BdMqyfQlb3AprVV+_P)@WkZ0S!aj^LO!r&#Z7gl3017lwN%N9D%*e-wS&jf
zKxCz>ZHz6gu_fD7HTTV(ee3YdbND<A0k(bVAD%mpUO<MW4xUG^KhF=(L;JT&cb}B5
z->moc!W#$k+o!SdY4X*p@qei-_|5%)jjsUs`TyqM{NMlEzy7m7{KNnL!`Gi(9A9qt
zM#XG?A>fZKgo0jA!0pznwJMoH$m2@{LJ^lQ<nUNjDt(R&D~w7aqqGQ;43sbe!8$bw
z^@T_n>@1+eV2<IS%#yGpNpunsRv0mk#1s;5aBm?Mgj6Fit&h<w1XYG<;xz1AgzX<c
zAx%GZI8}|!_{$&d9o(+lyfU$rO-v-w+)Z?XKgP3w0|t@y;K2`$UNv8Qv$^*?14L@?
zVhP~)>u;(@pC<P|TscHe8-uD(vuMm2K408^8QuFZcKCU^eeJCr*;kv&Kw1#W2;ECO
z?+QO$5WC~NSWT7M&{hu}sjhzbeEIB);_Z(cN1tRbzpkBq0RmVmUehm^fhV%-&_>~;
z*%vs0gan+Ta86boI?HWOsp8JX^gb2a#F}>V=9W}!J7>lxCP(CyxPrc>VZ+*57R@!x
zyo{WRisS{xq?bC8QZU{8nN=M#XJ)0<)VhvUQPM^xZdpn$Nof@|E2W|?8|mo<X*?>4
z26*!xo>NN;=$H{LBW_^EwbYD(p3qWptY|4KdTQAvTr+VuoRXuEYTGF(NGVM`rj}W?
z^T#=BH)ZIpS$pe_PQ|e^4jmmvdmY#Q?!x{k)USIg8Pm>aVJ)jott#^cLo6;|jLTOu
zs#L*Pthw_!+xoJ$7L*p8+;xvIZ{y`G{4A=Xb)0nryJ_JMeTs%z&~k`7KKYuRmviz6
zsWz{utm^A=Lo;EiMzl4btnQI?L&}0fxN2l)?82CixoY7rSp;Dt&#Pvc#T282EMZSD
zsgH&H8I^+O3rKdZm+nB+f0IE4<i>Fjx+~woT99*ewTN8VChGrSh21Wqb#db)f>xmV
zIDlSkNU!l-V*i6oYcEtE%{u}Tk%DS=2@N*3&B^x%q(Q$_ucccp>_|lJ_3)w*aXO{h
z==yryKs9eI$JD*FVZZ8X_(gYR*XfErE}n}Crjt@qRmH5xnIp4k%K#<=JIN={(<T?0
zQz<T~Af#^ItFL{daK|WK6Vt<t>5`PNn}U=lLCVuAQdkz@k%@a^U|rh<BP|PAtbtyz
zY2Xj6!m5T*Q8PA7#F8UirlE;_=@wqQMPnm-LrahICQp5$GoSdzFFkP}md~%MSzhWS
z$|9G!a}5<|%OKjdt6Dm7LoMj*1uZG^`Q#lPd)L6-P%#@aI^Yr=Ewdn<i!dMOgwri0
zbsJummQj_FAgBNV8yUq1E=60%?do||HKVCz#f9Wm0Vyx1E^sCrn4cQBn+8rvN=|Sm
zbE269ZyGxSH8njYfDEH#<s_6&7Bq~6p1#@k?4P3{eYtfK#9Cr)+g9EJIx-HNU31Tc
z6n%N*h~$XbBI*J|afN453UTFML>>>AN&)6&u(ohE45iSajHNkOqH1x4CDDvJno$AN
zws{f;O|E+!**IO@e^uyREbhF_^{-HAx*W~uodNmm+!Krxp}t^eL3%-J{q}GFHa>yP
zh3ntu<nc~|P!_IaF{j>p59$l>ok#aW!@u#k?o(lS5DYO1A@?qDUWjsi7xyA`*L_O=
zUVZ&akHPgKd^U_Ji2)^XGh$fzH%JQN+j#hc2M>P$Fg{8ip?^e5jM8Qh%EDw2ss@!b
z$Zn}j)TNwkt!*f8T4Px$2nINt@4Y}ny(3dM19r+p<BxC_ZIZ~$E3_n=57I)AtO4NZ
zK(HK<d-yqs#KYb(I*C4OAR3e=8U!r_6-SI}X$tsYQY{VN0G^b}Cd#$Js)84k?U+IQ
zu!WciL}7?2Qq7utY=rKjIf*OG#g!!bL(DE2{0SIbh_WvgVDHEV*N)z~?&^n$yKnQ6
zti~0U!>5X6#g)FcjjoUj+s3J7=UMRd!{xQE0jmMvh~9mjMr|c{dLX&s`@xbX)YQ_N
zbh#wOZwtD65@^uw>$b1lTPGe!J^(TB5@Fj>tN^ru07ryVf{jx*K`0#<;ZOmXj{+l5
z;@7v#$#of6riG5$5n^FI)4NFYUxOjDn1v6fUd%`l*#ajYwTugCnLCQzMjpcXU_oH>
zF`5xVcR_I_$}+f8wXv}>(gVdGTtfDYD%Fs5cDiexXxY|T5UpncD1m|i=Yj;(HLPKR
z91>0e9;?lFRk;@SAk<igZ0r~d9W97w>wUa&SxTFRTvOTDHf$c-;SFva*@hR+gS#L`
zjfXG7+n3(0Q`h*)w|nC~coD&y-uNok8hb{k;j1@jVvQhJyLXkid)@yv3Wwi3)qmwz
z07~pH{^BqG`JepDk3RhD{N$otYg7t_wM;s`v=p6RFzO9fqgkg^TXaUqFtt>HHc3b_
z9)|-BMnGK2b4)UcGJ{MPcof7e5{r{)I3l#!)D&Tt&CY-ohBiqEGYBnW3i$--{Rv_~
z`3MJsULdtT1QH)@M0nFO80Fzb>zf}RoxE%*bpq6~%}!6s_&m5|Fw=1N*{Mm;aIhV2
zb}K*r>HhJ{wZm71<4@NxB|QEtH+s1|coE(ED7p0<TaAl@=Zn3|;PBbv;U`&mUz^W@
znZ9AUp~?-6*)2`7tq7%sfrKEO6Ge;CmAZVnCM)mQ>j$3wH)-JIPd>|?eqOr$aSPMT
zQs0g&O1x$O9^Vn=f(MApSXu5*VEM(elF|k|62DQPV@zr3PYv`ZPWF_QH5rl9mo&_f
zcs3>>C8g8__GDH@8MqZCHO|+wE1c;?##Del5fRMkD39F28LxO|NlvP0=vzisO+oEw
z*sw|#SyR~YPubW}E6c5#3#my_C3#*l=M_!+6tfW>CGX*HCv{byaLvwXxOsIquj%BE
z+>(o+^3W;j=~$au7Lr13EqefVfnU0}qT7n921(sn&v&yQIoj~;mhH!R%X!+gyQ=TT
zb={1<U$hJ>jtVfaWlL)m!dhab=E*E;D?#~SUVXG`s(Zw3ue|Tqrj)FTo<H;`+g3^6
zAw@TIT~Ac%BsH`Z9jzW#c2`Z!MSUZp*-6_DlD5&jcFUt|S_D{{%OT-r<k#GivRgzH
zK>KCO4v|Aav&kuTC0Q$(6>}$bQj$eWUyRACUHjf$3>bV6^0!XI&0TMO+XeLniayRb
z{j)G|Uj6gPAtt}KNyM-LtM48Mvn?~)*0xR;JrRY*#9?qj%$}4hDHan;r=~b<9HoL{
zwQv?fl2}BNj%&`3(-()yX55gqa0?dhMo`*ua`)#IcWG-(M2d2!b8>RW#M;DU5TiP~
zY?U*+E@L7&KTn%lVa==wsdYK4qh?=wWam!V*dW?Mmym+JE@c!&<Q3+W?#X-DSllu4
zu5E%n73Iz$7^s<LF%>+A3Z{ETenZEqs;Ce%RW-e(W$Yqs?^j%SBzsm~T}h3yC&qT(
zvxsVB=G=x<2QKNzAxq1cWu0KdA;&*K&#oA{H9G;_;k@oFq#XcTVc~U@)QWU&Q_JXS
z8BH~<qNJ1+<g{QaE1cZ7v2OyBO&x7RLre3f@`5?!(Dohjiv{DzCT(f(Yr_L+e~~l0
zESL+iCRTVeIDj3?h)7w{Y)ef`@TQ=<78p-gxYKnFt){^WCnF;xXYj$2a%01}dEniD
zwSr0}*pI!FrRsJt(=;p><?)Ix-84nA%4k*v#@$jui$yt%a)K+ez>>rh5&2`1P+S5h
z$BowGbq&C4@roJ8+NN_Iz!PHMb`|9X=y|{VqWbLHt?REhPd;m&ebEF0_x#Ixx@vO-
zWYcqxA+%6<Jv)cU>Gz*JeHUHW=rDWu_`Ro-4}R;n{+sC;prF71+rRbS(rHt3b5Eg^
zV3$EY5z+elQ6oOS|A4rJ+=7=y9Pbg97m=vPX!38;Vo+uH5^e?ohH)n@-+%DEscDc4
z?^$6GV8kO3cO-84fOwq8Q$+U=0$?zp;O!tM&zDTG_%KywSMu@(>PkoUe9MUD8fb&T
zrMr9NDR0>!*nr-eB|pOEqt40_Au;ZxK}FPe<{RUA%;o@iN2xRr6J`$vb~IRs1}9IT
z!1CR+(Z$8UQR`rEr4W0wXbYlpo^T{^z@EZkTQ0~zSF3IVB`U$+m~g<n%YyZh4e=_I
z7llFSm*ijz61gVSECOF|!Nz4-**rk)g>mP(`}Ui{?T_N~NkBs6_?}lw^5%}Ydt~ij
z+FOUZ(v})4oKS`y(7+06tTF2CEHD{DD`3A%+WS@v9D$SvL<>z-tLV0FDt2x?!wdi3
z^EmLT7}O#!2i84G!vo6_*E|cDul1n`KfBU2m+Q#E<AR6^5z#Ny49Sued174#fGUXn
zshTn0wg92Llt*i}vN1N7aSEtN+!6MC5=d2IK{BzfSS`w6d8H~cZ<HG^NkJsTkG6GX
zZypdU52(l#t7c#ZLK`Ds2BC$POhotH3lh8<c(pCyo`qPElo)Wcm9i{Zm!}%awH^rn
z2rlaDyGDq~VppB65p&7PKtH^6>^%?mFHq!R8=brQ$Ij8EfA87+(W}^tuglNB%3mNY
zc^f)<xqS9Avw7$*^`O@Lon6n~^~$TyNB@=8z;7Pz@8}hP4EyW9{(t}dzyH7f$^Y<A
zUOa!jJ3gqDtC?gflSl^Ko_SxuV|RM(E{nma!v9rTy+VxXB%4j8pbL^orjh5!bP9z@
z15SSq78$xGe<jbTX#JQWgxMtFTmk1bH#Gr~22bpM5%MW=UzjJ}=j|U##N5@~{K0Mg
z^23fRsC)GA0VExkABla*$AsI33<qg?ib0-x|DEq0zv^CpT0eT3zxz@5<g*g=)z;m@
z*0Y7vAC@n_sU3WptDks#*P+&ld+=g${4#p-MXGb@jd!(+HD$i9Yn?c9n`&>I2U5*E
zFn1+s0*U%9Ez)9@9q08o^_y>-mtR-!ez&##Y&DJYYn(628XN?bC@qexVL?)X<t%VM
zlLceYC-Yl{HVIWpoiK2wt-@I&X99NCf^cr0KNIH9`B)QC?o3=jDl6#~4X0%gv<RLO
zBPRf0b1o?)`Powe;hdTKG_075$!3QZ&Opb+qS=<3UK7t&WixAv>5P^X5Kly;v-83!
zJL{1Rdv?p3a#UXM3o)I{TG(OUbWAv%md&N4bH^UptFUfeOzCS_XI9avRkSXg>!_gX
zI7176<P?wm(xVmaenPhuR_rV&FXolk0r{~@co0z^rA<e1{diGx*$8!W=5a4j&zq}B
z<5t?X71C}v<#mhbD6HS}srG$ZbUG)6l%ZAL(DDi*a!1YT8TkXd6h<FBv8<7|W)sys
zis7R1H03;qnRY_D{g8gcDyV9iB{id<V#Z~Z0@mfMoQ#!IM$9ZAa;V8pB{5VrD@a=5
zj7Q6`sHjE_xwvlJJ&W}A{Mm}3we9Wf!wT^9j&a8Eg7eu#VfVflRfFi=#`;5T$A^$i
zreSr?i>)3Zn?Iw}v6!q0g_JVym8X}Dt1+G5BbxV1BJ=XZl6pBL-l_*~53=pJq3q<r
za%?+<O)Dg;plRYHq?8DMrl_Eol+?VO0`F_fAV8&cQN)ZfXR2~eUQAnJPG@+ebxaan
zic7!h$RRp&Ne^tomYUU6vyi$^@n->`*dX#?i~|Gb&LO(A33dz|e5s;hZkh!{tEg|}
z)v-UQB<H1b>k3L;MccFTx6Ry+mXQ|C=4F(jgTLz(9J@vM$2xLJ@M^d5>tqsuQ4bvb
z{=D&E-mn)^?+4`=WRG2<u~V?;<R3WrW$9c~N$%<xZ7sc_qIEU&6mOy^ncj19FZ`mu
zfiW;~R#+2B&eWEkH@3-6{JNe&+}7|*a@GQKW`RAEmow(s6H)eLT0$<XnRzK0>94eK
zx~w2AK_^eXQ&CVFDr!zj&dF&x1tq1YH1mdyo?~mzJvj0o+@y|Q<ol<K!|NETC@LeA
z3z(8MUA}7t;$tzZ@h*zIi#Q=loby7Bm7yhg=47a^;3~#Rs%#4uglpq0w)YAoz2fEP
zmD?}tXCLJcV0wSmMAZUXw{||rZC$OFhn`a33E`b<S<zo$4+4ZGiKI;7lnI4I6z0_T
ze(;^i*+*KFfXSJaYq<>8EaZ?7e(Tg@xLfa|gBzr<cL-PngcA(0ckk0&_uY=f_9Bi4
z58lC72?0i^Dcl&Mi`Z(!H4t5d{q+t(1B1tfgYd`RA($1!<=cq<TXfj_-+MUm?t{la
zfC)BBeI!)Qu>=z^Qo!00$ff|E>Wp38{UA^(u(n|JU|hR-z5r>2ZpT#3qB7C77A9g{
zG9AelWQMb{=6=W%kqQ+gdq9XLZa7^CnPUQoIw3SUYONe13}%H^p&31>oJJk?6Q*F2
zEuLZuCqYX9k`$r^ZKoTDzI<B^OqRh-b1ZP&QRMj<&UrS*fBt0wcJzRHK%F$^q=>#3
zx6Fep-`1t4d*VEN1FO@Ai5qT%svrchK(Oy$09t5h9vHCU7)i?=0X`W1RMrF=%bq40
zhIBBRP}WoGX>x5Pb|g_n1dM#Pt*jy~c4^zX^mos~Qaz2vL4V~_v{K^70m&bk_IL$%
z0oqFtjPr6G*r$SIU6rUQFn>h-A~^H#({KQ+is0N*K~d~kQ&n(FROKyQ1s#iH!}?I4
zYpY6I0B~t4eM7mYg&`I%qiTVdtjX7hxPh*|ODrcYW+hrH5t+l!WpGkK14Bp;d!{xY
zN2ZyD(Fd#tIQiJPTv?N38j5618m~&xQj~6};Q9jcU)$Cfd&*o}0Vi$mgTVHUXY<t7
z-nSImn)SY6bm2RAwy=8}+&Hvtp15|d7xtgc@7)FWo&|b`&W(L<ePFE;#9G_tVfceD
zM!)>!=YL0H;WtnFxAh7@hT*?I|MS267ysga{rS)T;o<)Au(#E$RI`a>KA8;r1544x
zaBx20@>mT<gIZ(J>y#3SSRlk9;Bru@#-cLVbS8~Vg#e>d$aF%0%>rsc^mG%s{kJ?Z
zVn7K2#^rFPKv;e9SSsX9J$+E_E<XR^R<RT2i#d}M@Vg!n>3t;4Akt9A{oujWQ-t&1
zcX`#Xel$FJT?AqE`s>EQN9pma)$I?KcV4gdZzF@dXl2Kd?y5Vdp307`bM70xn%{ms
zU)nXUwv>sMx_)3?-!bI3w8T2(rf$9<S*j|sJ>ABIZ}cp3`uW-izrXeT_t2<V!C%>h
zo_(dFSu7})N-D6t0I~p{$e$F(N{S3PMXQRX6+<|nvZz_?>G#FdCt;gF&Ykk;7^^0B
zkU!;Tfpbn-7Lwy)tU8k5eMLCaWfiLhi$h5RcoW&7tdNotQT*)5Md@5hOQ{$cEe#F2
ztEZq0l$3#duEw9}Drc)|QbSLPi6>p0$05-~NH(*mr$<%ffN&}-BhT|@W1QKnga)ou
zSA%ht{L3ZtrCrvM(nc!QrA<;3%@(*5Lmd+&0W9B*Ec`>a_|Pr7Sy13qe&v;3x+SMB
z$$0=uOa+BDbV<fRML|bTsHts_5Fb==rAKiZR1d9SLkST1-qLW8A-{I3cJyLoirRAe
zP|Fz__%$gFmq#vDRn0-Y&h?W0e8DiZih)^Zt63fRV=DTFj++JcN<_*?C^;pyX5%)z
z!g1PgRI!w!vQ@XxqoMkY42yyk(z50a9FLw6^NY#_Q>|euts5#e^VY7vJ@z2*0}tfh
zSDDB1<NnJuq*wO@B>ZS)7y@R8!=E7%GII|^!a13E&SB)HBl?wqGUivT%&Qli!g)I{
zU|>e{jMkF=yb<cJ>iS{%mQP&KGdpH>9YbFBR6>HGFdN@+Q9-L{SUEX;P0GmdX-lj*
zv|Z<fFqi0Y&U8)59J>@JLH)K>cxV^Go;vZ$P~uYnzFx`5$*4=bnRNxdsbp;HQ4+*E
zvhtooCh1v8;T#0mzEfOPP}dbSNUyGu1G;HRP8(ST9V7!WiB?e?dd9YcKeBSJ{E}k_
z|H32MwGu0kJ5~WwSfHfdE*ek#iqnAX6ysV4ciYap49P||&Y?>H3AZjKW1?M_k%lH#
zQ%R}I$xQ{hDxE#Hb2=*OfkTWS{R(?>T}rFUm|%bPjlwOX<R+ls)bq1qD$rzkDK#S|
z<s{^hT~t*ulKiQ4Ik_mC%ZO*y6F*4sr?w2Nf(!zc)iw&_!pV$$>a^*)xk>Dv#fmjk
zrD<yo+yGJ)Hmqx#AlU1`15egb`{;0nB`kC(8|gYbOQxd%$N=g)l1OGR3*#ZU9LoiH
zW7mTot2aO2yZuq~_;niO-s3mL{TG?j57)-G0POn**Q>SNg}|x=@&GyNP)dwiNl@>O
zKhC}U{jHb3Kl=C=`*+{;c0MR3t5%hP<?u^&79M7l?x0L-WMfbW-aVYLcaX~`@Dzk(
zg7msKweCxW?mvb4g7kX3?MO&6BGQj*aCxu32=D724n`Pd#Qr3a`1<a5Fztl2!(-k@
z$Owf-Wbz;V;NjDE9z6a&4!|h5G73kAP!<cxB7aO+>RQ1ft`9xIB@uQZ2ba;U^M!0n
zn{Vsa``E&BgjQv+wlG}NJE*>89>|}d9{_d=7tysKKw2I%O~jM1n#Th<-;Smm5(F(0
z;80V5xFX6fR#6bz=SruMtH+qqv%n=5?oQ{ceQP)=GP>bzF>OIMLRpJBF^KEHutTm8
z_%AyRx(?;k7^pS(t?fg5d8q4OyEe`p>6S`mCL{EPrk?JJ6(VZ%%-=q?_s%^FNl7HB
zHaj^M4-X+OgOiS)$6Q;zwuxT})!PTJ3^k2C{q75NTX_0cj`Fq+0S}phif$vZl0;=a
z#gYORE+D|NO)c_NTW2=JsEU0%q*tz^h2a)2$uNS%kAoi*dx%(>jHE?*OguNtO9cev
zl&A;7f@EWC*gUhN?K<C86X@5ja=9QvObb=owQWPGuPK76O|Vbx%SDh>MF^4so*!Q2
z$Ficuya-$iXsu{U;$Gl}Q!<o&`(j+c`4^J>OoLdotnV2C_HXT5Fh&G4wY6s=c)1sj
z!L@Doxd#!rWJQ4~XQnQ1@7uSp18W=V(x!SHXd{$*ZyJj|)#fR7*q!T}+Sb_CKMq1P
zqV?nD=es}u`L};t3g9=7`}g1#cq_yH@-P4TPyYCy|L!;6T%MlqZtv9AYt33Cn@S~D
zR#u|XXfPNJ1w1yJ&*2Jsd`^p1r&MZWN~uuHW-vuOzJP-jN|a5~(ezD)Q$7Qd7?Bwx
zfrdCSi7Id|o255vlu9XB7D6fg_KWuDJdvw~6)Fkj*;`5&5w?H$a1P5oAox6Z*XdIo
zUKcMutls>vbNN-}?9<H2r>TRF;%8qJc3!Qv&pd;>#jTqtnDf1Be{o<(?auC-rOjud
z(vESpAuo?D-3w27Y{+hE2X|;7a%Foc9<rf$2%D0JZ{oM#Hc<|E^l`R4a3pG`XhEy@
zFhfbn+LnEN<iMMGabS)X<>|IzWlftYI(%NaR!$SJC(T+$$j*zpg-$(lZB<)YF{JFm
zdC_c$KeHsG1qHKF899Mek3$5=YLUn=vua8P+Vs{HtVQ;8UN~36yhcu5)6zFg>>Pip
zDVZH8NL}&tiJpFJhH7GN7{KkEP06Oy^4Ue<q=WWoQ8E`t<VMZP%P<V0H`Sa&yBLY?
zK5zkM(U)Q45z;%n*;|L?(jnZ|GoA(HV}!~i<P8mT*TlQ^%bx|rXD<Hhuxj7J>+3l{
zC7e2?$4=?MENE(&P)AiQ>o_Fe^9XxJ_OV;?$+GFyg0`om?`b%fR>`SZd}Wi3wR~*M
zJ@=@=l>*<OE2BU2C|-CKmv+gXfw!aOjFgN6J?BWzX^KcgC4EQ3+EOwa5-OlrkYpVl
zr-fXTOE`*YE^3Z9JK?>GE4v_%xOgEWV*v>_BR65<B&|G$bk=KPMM6YC3tOM<EoXP^
z8DF9-dlhl7(QO=&``+1N=O~g~w_BV-fne64V~hDST>2Bcj_oyZWt<7Sk`Xj;-AY<+
zUK=&@Ow6Zd$`c3m$-HQ;8&s^@cpZ<Vq-QPjr%NhY%fJb-rqWVcK~5{F82BJ1qeuCq
zypj`TlM{R@VqG2*GE}6NnlZ8p58TQFxBSQ>J9bOqK=u)Y)A8~$MvOZP8dzK~SJyE6
zW*A(Inw;EKQ+F)f3?GxbiG+x>gB?-{sQ`^9CG`!Q0#brX+NDnhwOm!v>sm-S^0t+O
zqpPKF8<~eT){&hv)U$Vt++7oA-^xCAa?jlG%2)?>XeUtdNlg{`#w$3qaSp7!v6+jB
zHoUJrrx1X$hMYQ7(>l_*mSnaeCLw`#W*4^bvIxl~2`vpCEb&7T<L{P&iQUX2n+!pH
zgz(E!JO~>eT~0Kc6;5LWxx|?Y&>lNU?^opH3W4BYSCyQigaTGZ$G~g_<u`|`w|ALZ
z!&+F^<(m3vUWOde;+hQLuj<%|Ud}?#hM6NcR0=(HDXW!fDS8J3fgGSG;Ey5oUF=yZ
zeMkR1I=)*ue3QNTx`r0`yC1gCJ}F`8b#22;oLkqhGHHO<5l%}{)xExL?O&sTYx&}{
zB)X!`Kd-*|{o$LR4$i+=+j))}m*~dfLayn^HnGzYS?fC7VHr<Co|=0EnS{(3F+;qM
z=tGq~eDofotAw?6KUjQgb`fzeVpH-yjZXyo31{qW8Xp3TxFw+Xze0_nJ`y~9BC(GL
zLD-B?Uyt5-E5M-cz_*{8eLO{a!Vr>x-ohlyza&kp>&lysY9I6%3v8A`+i>ta5--EL
zvF5v`)gn}c3fZav7&s9Q;`;aPLJ(tY_%LXo27LmlBv8d3J$)Bo3eY}HE-r3{0T~1v
z0nv(rB+s8FKR`+!h7#I^>;X=5>>2_eeYyZt0>*ZFCk?n)kQ0D$SRbjYBVFgv1aACd
zS{90<8Apz_zFb#b8X49G`oXQYcNHum&X*Ofu1oV>MPtv{JGYNtp!h7(I&@-BP^_4V
zrewgGBJmD7YwOSo@E0hotwVGB*t&ITA3d|9f~U5lAKwK(`bFpP!^lET3}X=ER8$Lz
zm1H`1QlTdR^2o+7=fx0U^&M~PEFG_?m-1o=E$m?8<pTd7o1O~Y-0GSl+tB2@x@=nm
zfrpS-o=~tzVOd(c#?FB$Q9*P~QtBze-cQ!0g`Q&fgW$zyvAvhU!HuuBgJ3-7l_D_e
ziyhrcUV`x=+KX085(u!xj0lEdqC$Y~aZPBIkAxoFt;)y@AXsA;F?((2(9qg9Z-Mjw
z%s04jZ{N59P{r&Lj$AY?!Z@<j(<0=C_*}ZKSnI0FkXw6bO|{g=+SaZm*HHHk0_U$P
zTL<%qd;RPme)ji3ApGWA_%*!(fAv>?^{4;GpZ?o_`yc-G|M{nX_=kV=yZ_+lFJHbH
z^oPa#S}vWA&WF<R<$Q8Ay&TK0t`-u>urFZM8)1%_v|6c1#9^|yOtyf{X3?lL66g`w
zpq!)3A}uyGGc`q{ksm*NKp{^b-8An$>lW&Mo{%v+GY!QBy2R9Dz$hMKWGNGiSS*@C
z%{jU&Kl`F{`&IAi>-yj(gt*tuk1Gcsuk5^98or2ZTzaefj^?Q!>x%ev`{hdSlDN&z
zo8?qjmF}pwZUfy*PwmiJ8k_5fuGX=qe&DL^I6J4o%dgfhzFa$alkA+L&Doo5>LPiC
z%uKZ|@G@Ofwrk2jaaB}>o}oO%P{Wigm;(W&QO~gg*BKO-YqqtdIvbOh5~@+ly|)o+
z=j{ovIH;!CrDV5?vEmXZ+=84(RQ8FxUNIKLmbg>%j0vQ*ZPV`+1#?v?B`KcEt7#Y&
zo#O1N225aPS3}*=(5@W3fsQsbF)E7LwwiS4;GB2_eG98;Vr3Ab)^K7xN>Rc%u!v4<
zV&Da?tdfy}d93Gu9@HFaIc5Ir2La_*%jQp``g143NUR)xF3p*KF|T^Ppg4E%Z+wzn
zGk4c2Jax&=oRSwo#gRjZu9-DCb;l*Ro|k>FWcYB&d}!bv8MtRA{<%qTVH94N#HU8l
z2{2O@NlQvQG6;_J{E?D%Y!G}B)La^QBN=rdA)o3v7e?NlMR053A8VMn{=&pP(6V+^
z?6HcosbH0XO;9pgDtg<*ZaH~_1!;F)Hp*B_5oN|BsQP7fw{+7d?FSUg8m5}@Sc$h^
z#N<5uOioiM>(|yzTf3pH!|29QY;cuGl&$W0DTa(J=F_>E_n4GNl$rNAq{sBB_bp<w
znmHk%Jl3$L{0jQKlJ4Tq__@<j!CZ_#2l8!J#Yo5~pjRykW@<WS&%$pTc^JBRX_KJi
z)(rfzj+c@#SH-kdF+C=r#`t6}^=U>(I<SkkZ9>?3dp6O~$VD}FQ;iuPI<om?C8MTc
zr$orElglau)EPT=VO~nA!F^H?GB`qi8lq1C$C?w*)ns!``P_zrf}<&&8>y+s7Ni8H
zg7im7YW1|VO&z_Aejm=nj)`&V;6Q`56tpaVW(X9jk#%5Y4>3d3GkSV@Sw;>sC-l?r
zj`Z{kC-2lLIB^QbW=_w*ED*y}#sVEEjM=7wn&M406||m;wxyzDTN4<HCE6r*B-6ZE
z2(5K2KZ>YTA+;%G3^bgkl-}3z+A0L~u^2+C$f-32J;|R5F`l}}5AyukDsdNPoCg`k
zz^@SWURB4sY|XzsPrQ1TK0OIn+m_ncjVkSQOM`?@s;Q}L+Y%KOw3fjMx`J{kr;g>2
z2LmNQ3Up_xrpvXA<t<yjWh!=UJ9n$+pBB)ub@^Fse49dh)Oz2ZsvDwNMQ~Y!Ek6`}
zt`8mULu^6%>$`6BBkVj|MAa#<BxfJ50Sk8c(c12d<o*Y-;YDEogZSBJ#p4gtryu7p
zzgQbwE^eJIMbicn8Fd_Rz<vid*aMJM-y=f!h>#(BkA`kU@CloY`1m_eVsA|?*j#Vz
zGDxqtHzs%%@VoAl`4C<AyO2Z<A0d3qC2<M$g;F6*Cy^g}I`x3TnWQlu)4)C8O`@!4
zsh~_&HT~1z#zBDC&I_{6K3we`FQ5i1*D<8(8VudSNg>Yo_lYSZ;&X|zdbyw=;HXwQ
zhKvaFW7Ux(o)s$QP=AAtY@pZO3!IfT>1tWAT2=!Q_H_DPt_+|FCcvSdsIYf5KfXd^
zl)JIx2P8qJo3({Fku28tblHv~-%~*>L1v&62YMKhyl_T<D+_&fb<bGeGdGVN%j>|k
zi8?2i&XEyRtIZ4NE-Kru1ADJm0CR&Yl_<)?_<MHKSb_U=fi?u+;Kn|<cD0Ud9k@Nu
zo$V9T?o038H)}unA5V8)EJ!pnu&~7HnP6NA9EZ&>G&*@$8kH#F5b_ptm{#+P+lz}i
zg)_*&>LTX0K+Xc&r3Jn|2%4W114p2Gu{2uT($#k`y0w;i#@?Z=cWB)_u{8Iz{VTK`
z*|8l^-BH)}m4h4G#pg>WpTy3-Slxc^YVN7p2b$rP3q!zMUA<DkAR8|`Z$3`=VELx1
zJ~E*Oy*4y-4{V)7$M70`Tb6tavP!dYVn#3I;hO~vUSWmx&z;2$RBRCImI(PTB!nP+
z;nDC=^9cbk`1!U9DShC}>LdO3m2Y$r9$&1Sd{BDv<#uxz7@jPB{_XLv>BRq=r}_K$
z3cR(&{`^1vr+@eF{=+~0r~lIrzxw9l`~a3fX}`SHY!ou-WGohsMibF!JQ|J!`~kPi
z>u@^FHmyP>7mLJv9zYgcI)h1};*!f`$)z%>Siqo>S2BUyPe=WuoC;z4hwqc-C{!|)
zDCq_U|Iq`XfK4IKxdVpbQU2z$-t!;zU;Lzx7U|<pb9cYjIs7!+yAHO_JeVZ*E__Y&
zU++1ZC*INX*v_jM{uaCbw%$4SFIQ#Nee2e(ZxaC3OK*8>+Pn$%Zz9b@-_~{P=;Iv9
zP{toD)()MimS(9e_pS0>G2UuTi@o^eb!EJ+f!~#EXpun$*EAMah8NZIQDtJySQ)t2
zx7@)cS)*y+-gNidj^pusr)X`Jtc8Ro;^rq8<;x+-YFOsBFbZky@!sNA(zvEYxeObj
zdhgsL_zWw|Nq8U`(G2$8PF><t8*fWZZOP{LwX`z>b6ZW`P|ls&xmRv}PeUG?7$;87
zj)i$06mC0sJtH?Gpp+#vpaTFfzp=?a@@cQFvO^93NXPler@XKV&+U>=SDc?LT3&h;
z=XUX}OAeiO<&o`~(ay}jMXuYzJ+g~;&4Q7E^UN#$z$fjh>6-@jwO@8%;e8O+zX}_1
zuWN_&l~-|P5nUKXJ4)`UNz#)u+cFkT%J8_(O}tOMvOCZ|b-bRCGM3Rcgrpmb@FTDM
zT+6yPa9%q^pZVk;I7GL0(YA`U&YP==sO$W>B73SKn%jh8QPVdJtd@bDM>feTZh1uw
zx43TS54_^-fV^xMhBXW|dqN|aa+=vbkHBhX7_=08kVzTiDU&-ObGn6CmNXhTQZYrq
zo>B^C#mp%&by70-#LSv8v!*>lik&lOV@$ajPnU(HWdUiKPfCf&aGzF%Wb@1eKlRC$
zmA~&17nSs79%+eB39;u^MYOt}w`mdKsA{=c8Tf206f$-#`~$bNW8il5#3taGN4{g_
zugl>MF;l=b$fzA8yL7C$h`hv~D=V1`tcjY2(bluNdgee!uVZRVeN+<7W(3m_+QTKr
zqpEniE}rQ~$yMRZv57g<(Ner=7v+&@=KXu{7Zx!llDw&riFM({5E;9WtQ2piCa2Yv
zbc_zuf|;(4nURouv<V0KiHq_$FCv{g(HX=zbZ}2S!hI(MA+@4lpzk{^rc?l<5R#&7
zEM`*MD*8yzMO-k!oQ_f_=P6Ip+-XGd3j%VUN2*I`LoF9a8|Z!oZEWK7^~|oC0r`jE
zeOd(RNG}S>Jq^1oV=S^~^CD_f#poM3Ju|lnK1Rd${CN4zi|plPVsyAv9eQ$IBl?#M
z_}hPE3}-|jw{(ufiHb4TvE(`k*lQp#me-UBORp3)=sX4NtF;$wj**#J9NjD*zbV&7
z^J^Op)LH=%=8cNtMSW$<yZbDKRp^UPN|&EjPClw$ez9@!c?$#*6i%Ub>iEOL`De(9
zHI7~v4ql|MzG&V2u(y4?ieu{neO@sz;!q!-sX6#U5}H7sPCR(`o$tPXFQ|yUM{G_0
z4zV=}Q|n%deFy)&b--}d{g9C$OAxJ*_r$QbVEnhb3zy)pqId{q7iNy{J-i<~LWaGM
zco<O`Nnt#FG6e?Wdrv0c0SMHMj-j-$+|#wju2@#CGLhE%j>fh-Ue+z<q=-48{TU)Q
z+ft&{Vy)+>ZhIR$zO@Yk`K2&YltjK=1Yj5F5K=7(3<`Hxge&LcVn9TJ1BI+z%&6Id
zX*zex<Pl)z8(e|~WUmh0wXv_Z?TzIWCO0jxB65Tgtip^~(KysqcM*lsSGNrq8e-fT
z%?tBA#oDGS(^fPNENfdjca-f|V1XUlJ+k*soRw|;?rZnnYgDUy;9;Wg+va1gby2r%
z-8^^fy$J5U2*K&vI5oA8Ai8`zFWtjuuJ(!J@~hI9|9Gd=x865YPKi`A)*#QbC`3Nc
z6BYo^1w#)%7YeLJ%4zSS%o*b1fa1d10t$&l@;S4M=~-aMi}K=zxw-EtZW`Bm2K1HZ
z+B&QsB72WfAf9?~;}|`29lY_6pL=@e5MZj&Gwb1-;LeM{_A~e33VlHO#-0xB3+yLi
z{MX#If_z)->5Cg0q_)N&8a>B`wSVWvH@fupj$N%i3-V+5w<~R8A5*t^VIAJMYbXeA
zDlzvgZs@@H@<fR-B}_{k#I9wOyLi8A3Hz?l(e%$;8;92M_5Ai#WbY<%^sIFLs$SW&
zj?R}p`1<JYpD6gvcl3Aj3cM9#|IdH?kN@gl{qH~f*)Q&HUyS;rwM-_Lh(nA;1HnXe
zaXB1b4lgYDd=8UYAr_0dJRzG1?JLAQgIW%_*zlx!{^6#3-uU<tDu;+-BZ5{ztVTW-
z3z<qahf13$Hs()0sJ!^m;PUhJ;Z5}BC*2o6?eBdU?_CFo(c!LrZD>t4bg;9k`<Cvx
zZ~S5vyO5VZT0i(CmuzWPK(s@J(4~9p**w}F+n4^;hH~>NvUwHSyb2z?!2~nczY7<J
zrc_58$xG((CkZU&hC0>OrP}(!mKl@B%8m=WGoeMX+b77BE$zKv=P(EaH#$MG4a?!}
z>g8SH;4pG@7->~4sTD<HMNuhRifhK@m_ja{nO_iJy)Fy}p{=651@?lT2VP}KLc-ZI
z!JWq74>4xMX0X=}BWPVRw`by<S-8(#{8I~k-$XyQvM(Gwd@wfBUj)Tt6Y~^Kk&&@y
zWbf;_Uo2UUOoE{bm`#W-!G%e(ui-U?6tFi>4BT^@`1P{mXYKf_pyt*oIkyR41{7b$
zbjKDRg5NhD@veb+<CdJ;g<To-!oqv*mRveTMd4giMme+yp8Hj|UiGGm{ppJR7we%<
zBBsw4?IVro#G-6Sm>U}5iB0xlQ2oXug|ZsT>DvnSxnA_rE`8;cymm`(OuREK`z4f{
zQ~ZfndZ=bzTZOw?UR%llv8pB_m$)+kst@(tO%(&*59VJG6(C#<EWEsuTGca(NIjW3
zEvInZAy`mS9nv|whNf3iJU~wy*=iX@BADTGrfHN%Y}ymb+(Rnq5qai;kU1%!K2lMi
zs^*?pXp`ERM{e5G0+)nK4|QUJIl07{g-f%@o?FDmqJ&nGA<IN+D4Azi%v7@x=nB%O
z3^R|G1k{9xj)?m{vDe8-ibx3|d0oxgM5x}(uNz>I@oO3uwki<Q>KRywwKp{Mh6eOD
zYF$Hb8CX8XWQa96&zg)2X3KK&wwb+e;Xq)ou%1|F-m}lXx5R$ZkdZ6m*^ZoC6-^IR
zw2El9B0;EZF2S31k{<hM6JFZmC}(noKa&-cu$oa;QGLvbw1`v?lZsMG9%(czJ1FQG
z8P&_2bknCC)JY5Zsr2c)xXbg9=*+{vo0mKf%MijpcFDSW4)N=!q{jgP6Vq1s<TWX^
zBB!-gObj3MVg|a9Dl!Jri7gEW0mZ(7yMxAUEx)H^;h$*;#+RG|xY>r9*;LW+Yg~qZ
zE2d(t0NDSefP%z6Jh2G#X;Df>IZ?|gIPC;Je4f8Pi(Ox(#`}@Vz?p98!dYP?FIrj0
zf|xelG$!l%<&rX-k*==mP%6|qm@jVHb8TyLF9bKHcd`ie)!xS*T%vb^%Fcys1Ne7U
zx^CV)i|#+qe)xMxgywf{;+?$(^cr*zqurzU?z7VHB7yqR?aRfJSLu_N#fy*Xhc60u
zKiv5Erzg+89$$UlIQzJ?_acEB`o^vwA^)2%%Y&1IJBTa=heQGr>^=0_qPyrZ^7a@Y
z5*)Dmjv)dr@q-5s5EUaPkN4{Ao^kQr?_i}7g^v#&{oui4qL~N|*nL#&dyk;L9{%86
z>^wfauYi0)*k1s#;+DAn;S;n7y$kgPt`w}iwYH|%(bk6UNJ@smB0^S0<W3iPz=|&A
zvD2rF<;AI*thwtLT}5CIwh#R41N%xz<qmT}Uk73x`8PD+D2!PBqXFm<ii<IGjHczu
ziay^4;WMB%GM`SpC)Gf$(SUf3q>&7_)OUlZ)Qsho!4&~;SXu|m5fQDF<%3)M;YX3<
zk5@O(oV_#q))kTRS}cg-6?Emu(oL|xgn<<<`WCyV?*0X!xW;@>x&6X1e&OFdcOxO@
zU*-YowR0D4?K`l=i3Xznr7ORoC~m1XPO)J4|FQR8&5a&r_UHBP{%2%$WJJz6=bT7n
z5C931AV?4Z0gwO)5+Fe^g8|GrbPj5@vSit^XB;Few`|##tSn1THB)=BUtn(bYWAQt
z<=rnZwVo=e-l9Md1i`nv`5vC<JilYD?pv16eftlGZ~kO@?jWS^U|=HvZXOP~jtKRL
zZydWAkfUl7VD&Vug${-WUb(wl3X4w&qO693+Dd!~)!5z$4`eL_y)x6_uj&DUK$aef
zEQ}yW=hRbM77Rv98>Z@hXJOfl&CS{w*sT_5E$F3ewV|EBD=V*=X0{#k`>vgP;kiBg
z+@53Mz`1v?yME@Y9eEe_J<}UD3>GU}9rOF{nXL{;FVHix6>u;db9<dro93x4Gxi8T
zzyJVt`LwHCcZ^h&IB%h0ylgHGSau-0La;^CvawlXX~j|9bWW|h5X0LzPu+cWW%ovI
zY{ptU7=Grp)Bk_2^xuEgfA}*1G4>z-@qhpAZ~y-2y+_YJ^W0i(EjyAOjtxS9^#!|z
z`+DJw^#lSAlgX;nI!$`7qjM<Pw|}d;bzTbgIT}Fw$J{XNJAzXIxEO~+GFb&9<L;&X
z;e)3p&z>*u-A^u^^`8HDcK4aFm0JU|$Dye`-^i>rJMXCMgv*=0_>_8L!vSQ(!SlJb
zTSFsNOM0Pk%%1qB_MGc?<14r0k9)DLKuk2+e(Rl!r+t;ZV0O`(oY6<J(g-H_DM@P9
zgx$s=qy^@!nOW;(-CJ7srN*t1n0juj8)c4D8(sMYch{i2Kck(gchye^w$F!Fw<A*(
zXELP?g+ycHjzr2Rlal2!QXnMVzLwZN8JwH<j>Zl7uxiA}1}eOaH8FAfh={O>Jdc__
zp`v51l*epHO)V-ZyAHv1pJc<z+H-KP`K5IWd)36mT=E>ZZGaolZiba>M$WvPe#@)4
z7tpL|`8#ImqM9=$Wh|<>%Np*gjtd8D#mK)KG4Hz+_xo)RqP9bi{DvP!mf%5Hw__D<
zTlo7{-cw!5hhfdSk+Y;@t(myH9g;)0JS!qC=r~(e(X5(1jfFmk{92FcdcPf^dcdqo
z8bQsbtl1Pbv*>onc+IQ4+ogp+cIZ%Un<aPrI=EiDM&7oTeXT=&$ER6RFy^JSaXxX&
zz~8ZorxeU#UVBlB#vIO?O<IuA<~1zLHy8Arnwh_56Ruc=^MF67kXI)JIV~v_C2wG4
zao+5LfQIJQG5cJS4n0fGZxwTzsjW}a+n%JfUEtE1m3)Gb)+`}6IhaHXwbepycF|j7
zQu?rr8Q~IpxtNr-0i+P)Q^HJwpVrpHYEOzN$T-dDxpPMTGF}V__9}J|C<zfQqX9FG
zH=*aj<I1VnLn1g!EnVz32j!}V+2&;t2Bp-Bl~=Lwk(MtT7-<=y?v`wO<rqp%!<&+j
zIw+UBSj`wXW)##Oc5_ihUAOW80~y4+1h;imN{q0Y;(Wri5_+s<OiY;9f}2W39xN-z
zgqjrQ5F$KcFP{+Pwg$Ov-FzalXC_Lsto5Ru+Emc8vnobL#~Cy7hty05r(H(8Ds8_a
zY`Mg1zKpjHMtj|-JnL4Uc8QPtBA8%^@YS7?Wrt`lpdHonTr7f%(cZ-(fW}`nf-{CS
zNyQ8dOg(SgC119RRyt%077-k?ITUuA#i+0>E6|k0LUs{>w}J{mefkKWI3}dzBveo}
z5+WLE#9^t0Iqel4MzQ>gLr@ONH!HqdXYsvyXk(>o9<@R9p6-+m;DY$Leju-nj$vm_
zk8xx$E`<r!K&nnydxjCY*Q6#a_yuRU2=l=;R&}nP4oxom3yZG8yc0HBWwSAN-Z;-p
zEcjztEcGMp+*4lfp5BPe?G9Gz{nP8wiKXyx-ZVIBN>6wqgND$6Zg8w)aMYE^c^9?^
z_wJ-?M+3`;1DHHc)Vivh;k!Rto>_}JTr!E2!D0}2914p`;$h93N@#5c;~tr={{xB(
zk$ZSwK!o9Kqq69K|KA|AprG1_m!YX}qk*A74!;q?N9E83;PEd2!Fs8Yx`*sRXVBG_
zC)<dZFpES$3*Fh5t~}9Bx&(qcb_dcWWPW@LJCWF!&f;MJt`#1Vz}~@twR=b!8&zQ+
zVK6U;2~(;$Ds}f%y}`rp9Z{p<8f%hBdD*?#i=?5G+T>yZ$N(v2_p^O{GMxFbs%`zW
zuXk7vemj%fqO~&g4pv`U1B6Rq!52x&(^J;MybFXevs-9%a)A=<NlF$^yvNUHPG20U
z-wG|Ay6d-si^s0qq8_O#v;y^KrLlrMJFhJ)8q0O>U_mpspjo}?TD{?)J?Na-u_H^L
zscNtTxON>u%}{<(ms`{hP0B|XG_!~1>b|KjBN?4T6QV0yu>d)1_j3TBhXBL&B9i<v
zEeWIxSbxc)F*9k!W+)a7ut5-vNpiDRhacZE*XrhX26&)b;7E)sv(tb}Am1+PACcsj
zOvuuMy`L;A)^7zT>L!d$$7_a#Ll0h3cU+jBQWqAru^a}Yh>GdTE0*%AVfD<Fo7a}s
zFgNU&S~nFIw8bUe>Zxz@MqmyE?_KBOv1j8}@7j&tg##Z3i2gp_Kt{EC(zktk0Ac(2
zLq}>_;|y^IMiudKRelK;oIby-O;wc1iV|C&fQ*535lKj6V6^5G(Ghtpt1Pc{&aC_Q
zZ;#*qVg1H)%ZNH>%BGpk?uS1-{D)To-@m|rh%@jX|M{Q)_J96gKl|Amw{G5BsjW<v
zrWR&qCdbCo!-KP>@yt-n?Qj$;$>Tfo`RN`{mytoEB9l)ekw^prhfUX+M4^7u%xXV=
zQN@1K{)58V3&ph?1M7F<OV^^c>-`HSy$h#(=~=tCUx*c|$u(bg&X$@nLrR^z4D!!d
zWzUaXeSXEha2A?5^p4l93+IuYXL7SA-IXK%^u9Y^b4+ZwtA`<wz9#DKSW(+Qu8vQm
zM_V78P@`RFu&jf1mRoj=!CNcn;#qxV&9`!blEGME!POap`L9O3<Ie5$!cKT<&0Ab>
z<)$3*v_4<%2u0*}l!o}kbGy9<PviBEuIzP>qbWEj?FZq?%12*bRm)h?(w5b<x{i5h
z;g!Y2qL8qpWqK(W<Ghw-J!?+S*mCd>I#Gx$Trn}14U82t>)3-7J)<Bap8BNoI#yLi
zt4b&b7Qu#|f77eG?o}g&h5S`nOg(feZ+O+`Zso&X)1gB&r(~>}kRoH>4Qo$bQW#c;
z4&e>-DO-e?Ha-(I!t&a*3O8-SRU_xvC4~c1Gw^n7;%OygLC>q|KtZPgO0Z&=XXK2M
zjyG=-&Fc9TEfy^m>lQ)XEX<3@B^d+7f>jMR`$Po^B`+ea>$&SX&XS6`s^Js`M7)dP
zW1QVO$Z8$olgkQrK}H83qbQ@U89@i-E&@}g=gjNaKy&z+ErG|m^a!tYSVF8?I13%Z
zS+_K0;YE$CE)_*9Xq5q6NxveZU4hvpW4CB{ZDP_DVe1744OCmAo7UDZq9o+>F*P?W
zrH@GH2{8@RF)ytZ`YJ?k1C%}|qa%Jcr{kd9u&m+E7=+_0Zdw9YhlR*}(ZDU61h~=1
zC-w@-Zboarkc#Qvu#}OK)2EHB4Y#nUWyJVxb4ErLAw4r^(a1>vMyjM$bSzk!*kMe`
zFz6&C<dgv+At55gd89rT0aZSA6E`a$rG+#n`Kpg{H76zy^V%Zp)*!p}vF;-KIm7^m
z&?ln$cmyY>EvDj{Xl*7s!9Z#80eoQ)6s*#MTc35C#zP&Ih`Z>sj5xG|W<^LP4k|@?
zhrZtLyPJ>R80r8n?4(z}=U41{<mVB?Sy&I3uZTdGo<C<6?s=3Lo~}8>Yc|ZF`3D~5
zzE@H2kj<FI(`HFh%FId`gFJGAPfZG_<BvJ9$a)R)iKAlLn1r4cQ8PkHQO4}U?2^^i
zfT77)B_*edc_qwDJ8v<jT`Stxr#d#Oof}L3?ft?0ls}Poh6Z(ApnDBUFyikYZS=w<
zCas~N2K_!ZW*E*Jdy`;S+VO68T+^F0`1_R5W625hAUMjku7d~V{G7Kpsm{-N77hlM
zj)v+tGppB<M-L~@o|#-f9fYhpd{8`jwz7SDa`_;YtN77+fIe=%grqa_RcdBeM7we{
zymu$Nb{bzfO{|{951%TWJvTME(Bp6_m1-fK-cF&k(&&UnfR#!n5%DhR%2iZ9KHiUf
zjJt>T1?lyjtZHq)*vNEUeM|;xuqpl-ZI72OKk*%gqJg_7T?Xt63yB2ErB(u_jTez+
zV)0ucy{L?<96_tQn+GOmVb)q&_9FAvpneUCLc>y^Q%#Riv>idAD=Y*R4H52vtO8+j
z{D7JTjkE4UEIiOJ?CSq7g6LzeJKy0$&!EKLFYHc$zHTqCc;>dk@w^=`0Im^coq$Nh
z##D(3*kab+lpN&J)w8~#oE~2hnS8a0iby{a^>h0WU?VqQ8{2)*zj>=?^*k_MGlOt7
zkeB15gGJfcqAojUN|v;Pd93~!_n+@szV4hov_kMywmTM18h#fhapg^0W!IdURTo!H
z$a;+}YKJEk!65<m0-Qm1AH1NX0)#QFUZUp+v<gT^jg=zPli=*Z158gE`%_AYa}TQD
z1_X(sHaBYt$ECnc05;no!NNzX>Hrh#LGLz_B$$Ve%4ZKT!Z1y5*~^=q$!TS7NsqB9
z<QWQyK!-?7!1_~7ZQAFM^4fLH?Km-=T)XZsEW;49gIxyKYvI6CI}7YS6|J3iZr<%a
zetsAd6zz?<c^kAbM6aon4yf$bjh@XLJ#)J*XtO{}h&2<NkC~d%RQEkoo6hK%bhxZY
z&#B`RipI+u5W0d~%pbe@g(<Ym7gWh{{pLyR;VTC}fBQ%GUOubs4P$Cq-RM4hu=o#g
zY5)F3{LeW9fBy5IKl<pSfB*M?|Kf{3{>x8(c64yGIKNb{)kd@N+SbJCer{s6-)h$h
zIBdB{DCDvQ0;bs^>*_V&r(gX%wRt<eaVxd=VEpizi4_E8k&iv?op1CxdaC<D<g(m-
zf}wE)65I%rU~Dn7+j9h+hAqf#Z?qtvIq+{kj6-V;SG37l%l5O`O_UIwbYcH-YR`>g
z$EEXL6wl>r&hUsVzvfDUMLcU7D(O?R7(^OImu#bp*2EM>0M5yU&b8C%-h=e`k_&L-
zc+mlxdi}--$^;kod&?XC@f8<#xWY-T#e<o?$lWbQG-c<0YUe?tC%Ure>g$sQoT4z=
zg>-D#JF9xmp;fSN;w^&aB%`h>XorA7Sp{XRykQa~#YK&@X6NoX`I|PRfar@xX3fMY
zDM&>*am~WciU?&ny>1rlng!Dm%CwZWZ5A$RSZnZbl*}BTaHmUuC#XAfE1wGMHnAV4
z<*ewq`yH~wPRX%LcB4ymBdCPXsu|eZcK(4|dONJ&?Ubzp)M@0bnm7n!7v;1gmtslJ
zol-M%a%c(8Je(`1V!<Rp+I&*U07rev$UAgNZv{2$CO#&KbJ|9S&V-T;vcxFFiH5zP
zWzH*UP+uhpwSbhkhOuJcj0wpFF=brJsHi!J40*^`!t|yDh*F$ZY~hvUw7d-7AUnbb
z?UT~OYwzK<xoJ&F35tG5(`NQ4*r7)DxP=>0P`o07k=JYzw;TAaAq~UIYxi&nUS_+6
z)a+-pV>2-=W2WWIl8#?gW66}%jW#G4Uu<GRM2~Vv2?2FN$(&R$s%qA}o(pi<w4M){
z5#x~Dq^q#Y@>*_M%|=7ImqW-H1U&-sn3|K2(1%1+q~mryq8TGt^n|zobwWTo@Cphl
z7FRc{oQj&7lTjwo-6^4rDyVa2eh~yPH5+`eAuh#BX>n7UG9t=|kk-qg*ho!iK<MYf
z3Tw|v84(U41c}HdYGC5A+an6*h)EO>QwMayA)9)-FR&DkoX!-V-CcX_=FzX7zyID3
zpZm>EUwQMn`>)+Ne(`Yg+1=Hfi&J~~k=0~ue=>KkR()}6@tLKGrxyx0^ZmDy-WyR{
z%_>;2im+mdWq~cHbfZ(U(SaGI0^!5sfOgX*pR<T!0_w1oosjeLXaSRBO#q-^B6MSd
zPlnu@lri&S7+;hLIdfdb%m}DcN^V0=izwJ>#q4sJPp)YB^CrPuqlG~@7g5!7_W5B$
zE$3LB_Kjz3sjNL!a%X0p>AB9qNgW1}xQ3#B2p8OeQGL4XD9n4}IaIx9`bTu$h}_`7
zq=u8onZ~BzoSVWy<-m}+H(@{r_uO6&rf<_*;p$#bWg7*cvGw!#&h6ClaUVJn(8hlD
ze6@Bwys*=^dndnglquB)!cmJisO1Ytm@~o_D=l@GmLtoDL-RWkOfWaEXGY6GyHl;v
zOPDMQ=sAGtfTP3XvbkKAMx$gh=`AfSFuq`gA!Cnl7u46~tMI$fJ=E~KzRTO=E$(ml
zV31)=PvSt^BaAPA>nY5uP+UaH<#y6VbPthfS8$uoZUWc=6wtyVg506hlm$iDW)BP3
zakMYBQ!arNVREt+dMZ{mI|Cvt0Kz;$r62}gi3yztSP2gcqc<oP6ze34dW`BYu=Dmc
z3WGcm0mMdOzGGt9H&%5MX;)Mx29`|2gOV_67BfoF+9BA0wwS0n^$v!)lj)5J?S3w3
z6~2A}$`kuCXz;Ycyt@8s{^;36Zr<$aL;Z)qgWAV_9ui`s^T_XMf`fwWtoHbozL|Z~
z{E7YWxxxDF-pO@C?aYU0`qY-KcHOsqFT8Z@0@@V*6;P`KV^ZuA0_O#}f{7u*QA#5j
z2rsMv*u5+$F=sCaLUeFUnQsu|wRp_qRY!3oDZ|S~yHGUK*nAuw*Fceul(7b@7-(Sa
zg+O?X*Gzz*X6JMzaEF#V2J)KTv@|>{0GJD3s2gC4Y0dbu9xrVDc4+N-aQ%8{W(PZ)
zU8~o_n|EMsbu?c2u@5F*aT(pdW{h7Kj{TUlV)xVA+aQcV_~HDoUJuS-@1PF5%!79k
z?iws8dsC93qGEJjKT^@hC*_H0)j$Dk|Hh`I9|5o+H`phM#N~;CCK8vXCoH>X>1SWQ
zfs6df?alF7&uGPXc(;82{`cP3{~X=(kNQeqef8CA*KWP?+RLZ+wl~hECMrpv+v&F3
zf^MhZ=Lkk@nPPaX6kgcIz_GA(E4h6yb^5{-xYj#QjqE<1!UoOcCi0o#@fBM*B>|5M
zIQqVfVrt7ff7peh#`>N3!f|+H2F90l_Q<z<qkC%Km0hyr*6r1k@XoWNYq$GXZg!V<
zI*M35-gH-Xx>7Ty@Q5T)F{Kx*@v?Dr$vHgLh};)Z_PS`xFM>!MnO^psJUcqG9q3B~
z>Y`sbh@QMK4FQJ!!Nuc&ncYyLYz_>_&_;pZOfg0Q+Gziov7_gUr!N+38^Pp&yt{+v
z)3H*x-r4zOC2dYchx)n>Jd|CqYv8OZ8Rs_1sZF|W<YD@TYZmf0Yj!^H0;?9rl8Ihc
zk!Lh?T+<s$%*32hQfqqdu3dD)r?}-)jEhKfDu^y(g4I%y(N7$*x}JNlOLIG*Li+2-
zCf>J+>n8rbU5dALyKuuPUbpfwXWT^U-U^RP04MFhDZ}h<LeXGAZ964kQ`7*9P|%R@
zS#P)^f>{77tnf(`SZaeLOY(`+D#o@$^xS}D!@{4%^a?w1G76pn)ix-Y&WcI%h|{AV
z5D7O{TS-bC;S&mC>L~muJ~<_5)FAq(%?{`sW_vfIHOgumWVhv{RLByrIKrH^E_S=0
z*%smw9h9bC0q$v?&>|bg2BIOaV<lBI2mPv@-RzVQy5%Ilu-!syGLo(!F4e_o9T8FU
zQu??I(=pZ{pVZGKg;~TwA#F^-?&A=mTv8m$LCK!haH?7^p!8V@WlqnX)p0Y3+_TzU
zq^m<hYD&dQYdC2Qw_p@u?J>k5pxFnAkBpR-l>$0S91;<beFCtntY=SZ*l0-12;27@
zyje9Z#cdyCw~mR)88JC6p@r~0V$w%x_0ZeQgew-pl@OB<m#~M#tN@4XVIpJS)<J0r
zvIqf2TQ`>+5>SnZt7!yNJ)MigJ$II;pWR>o<-<Gg{rJU4KYsD|um9`Ezxu^Tzxu@|
zZ@=;BdvE>Woi{&u@9mG@ee3scz46;${qoIMp8xUfYtJ0*Jv=#h=IrRzr|$mzM?d`K
zPhR`ki_g7!{owhHxqDM1XNllOmub<ds{8f(k&dmfZLhcUB<fyqs^_fIl#JEGq4e<S
zUM9&&YmM>n=S3|_F?nR=rOZhgE6b-Kr9Z%G%VP0XK+o{#V*+MH!ND&AWf^T+$(n)m
zGKx@9gpwmnW^;OG*(IL#%F01iHDO+x4a`?PnF*__N8srf_y>jEX<2Xxge$D%W6*{O
zjUhYZ4Gt)~hj6H^E}p4_YwHyFy;8SX(4k=IS*<#5OK-QbQ1#{(T*&HYt2PvQFP{!f
ztol%nuyQi6aU-#DGX-22)YsW_)%tmM{cLRi-gNyuw|<(L-;7Pp_YG#;@r<j}Ewgvx
z_dZ>81jd?o^>ldkG?A<Ld|^EVm{i8Qdi5fK&?=LPc^r;HF5~mL6e^iWYP)>(5|B6z
zm30|lipFl^cc3r~C6TL#^umWAy^sMz#vbnip1_w7B`OL}OaOBg-PzDxY+-w&a!A(B
z6SqS11O`MS730*FFF9?3JkVOH;kcwPt?C-oD$OjkMT-?A3cX3Lp$Vh}j2DxWAgd#<
z1=^<`_^&Xa5NQ>BFfh|%V`!b$b`8mWQAub>3TFwadt_F75?T=NO)iczEWp|$c&eUW
zK9rlc55!STXjnm{UPgs9{w&Z2)fJT+JDK3a`(r{x>+wkR1P$g5P(B@9Y|JIY2{GKc
zA<WknOb9`xN~-9nWM<DgwQZc*u`HcA_nsNL{nMG<doU+^cAn~8yVX-W_o2mdq@)3C
zzb7FAaSLNXtB)N{pr}!5>|}HVxG?un=WX?|EG`D3{-L-SDil5vc=&+Q59S&<D-<%K
zaWaTK#1Tonpcu-jko5xBYbYlJ*dc~`1*E@bHN9C0b~8b`C@fo%Ff?@1(c+DnEY?ed
zgJQe}*n`2iIFgp5_9(w#1Uwd$Fsyk-(3+i*Lg|gp83)G|L*sI+D<bL^hzWcH0_54i
zcTG-c1~T&beLw6$B*$iV9rL?B{7p8y==ek+#ro6Yft)<QWK305$th)`q{J)7z_ADO
z%7`G0zwiLVCgjnSa(O%P(n|;5UA=eC=5iI=+-BF=gSpy&*8Wj1>EFMu|9NNNrI%hh
zzO_@|S)DG=OqZ(5i%T2Z%Ug$Yvn!+3)zsFF!v4J?mX(g48$WusxcgLQ=V5mHVH#xA
zscj$V5b0TSde#EeGpK-QD9g@TS5eLIU}X8cA0<KgW!vI;01|8dtZV)>II-y{)UC_6
zqZ{{Qn@<hZZuV9W{i`<ztNYzkTY+c}*j4l7mN&oN2@@<)F=L47jPMdAh$vI-tbgS=
zTCE3XHv_{3&CF(C<L2<@t&#nw$AMU{okpv>-Ep)L4M;|&Er?Hy&N})sn%cGA{fF7J
z7bfPGJkfx_AqUgG4Q)i@MqWZlsH*8xa`KLad&>>=#aq|2CdA}bo$$aWU(s_n?ZPUk
z1xEg8BUViU#A#MX$xGW)f)@BHaWKKu)D*9ENykQ)-?>+QH>^466k&9@1|P#F-Y^T1
z>DsdLajYBJn*e-yRgDsyPVu%~JO{j|Rd^gwZdir4x-_>!>bix8sb5Xcnbm@u%E34Z
zsU85;QNav5sH$UwOR!}ZZ8?O1hHbi}TVC0`L%8XY&Rg&z5zl5njOebrq3d{M1r6b)
zyo5BPW~2oKjMAo*j8QQu54<X$G$JG=@K!__U=urtSN+r$lrHr!+5?o9Q4xJy${Z0=
zQUY>DNFC-9(LWd$ks2z6cs0ZY8iERXZBl^=VEed|o>S10GU|w&7GSsNh!?s+qF^--
z2-;oLW-IB6m3YNRYsP?YOiV2RR3)MGvf46YMjwX=4Td4wh=`V#GmCN-`ld%jWK7dC
z5=L4|i#H-n<P?uM$RVVJh@jJZP$eKFP8hjWn<TI1jX-{Ac*y5Z>o`cfH(CzmWVn>$
z3QQ^)%O+8ZPfUZqDj^TCTZdV#X+B{}MaQ&pfKT=@h&EDdfKBP<Q8OB0K__-lTb)dz
zmrd}o$xbH8!=*Uc#C|EOSH>;6EZdpbt%dSyHxJ)<?%t!<Ui!_?e*D{C{>$&*eEp-h
z-}vl<_dfmgqt8G5&F3Hf`itLv`1Kz?`sxoKefjZ6pMUhb&wl^g&wl^A-#vQ&gLmG3
z>zBXy*^htp(^r4^^MCp2o3Fp|_M30M_4?~?zw!E`w|@1;k6!xmo%3hvi+jo5wI0{e
zX#Bz2;!CGTubiKrPmHBh{5~Fe(jXf*D9n^LRm&w^`xQ;=g#iv>L_i+mkqQ!Kl1GWL
z+p|Jyf=eETi^w5EgT>hdEVPcIeh4&OVT16GX*B};=+A-&I1MJSMVL2pX9u*al}=>9
zX6D?b1<!C!<L%=Gld?ce0)NKc4ZlU;?NfXE^%^rnZ3IJrY3<}_bTosSX_qqXJepHP
zwF?P$VVjZD(xGDyB`s5H{@kns+kb1<2bYeKy6-A3yJt4T%SZhyr$gH}(+79PZ@w^p
z_tpB%m)AG0k8fVjZJv+rTpQcEHoAJ0oUTRVSyz9;Hkbv`G}s+S$j7&^*S&H$oGu2`
z1|ab-ktrZWGelV877D}?p3Savx-C2b3*7tf>@Nr{NG!aC^unExVGZf^7?0o7auLa{
zrq&A*C56UnMtcsXjgL(*3Qt0~()<IU5)?YJ+DJj?BWiTKU~SFg=bNlE#PLQ2P&hrq
z%4kNPoHP%NYQegv(5~VMA>=^6N6bDLLvM}>PzC4^UqooI(@?98iJ{HM3J=R7BM8z%
zNT4ngJTBYFloh?(IvWeV7V==;emPRCDAacK@WEt*2tnBpUq*0+8XkTmsqatgL4rkd
zB6d`PoACAvTs=InSj{fB*~tPSwkIJ41PpShyk<Ol7~g%WKbFU@#?t=0baK-?v2NbJ
z-~Ynf>t`?J$5(BoE!*6Q2b)cv2p97{^fn@JRjf6_V~!vPs-{787y_ArizkP91z*cQ
zfG!~sj)5^iF!aL{sz^!<tp!d#Kn=qXMR^4}8B-JLT-6ju9Z6OO9-76?93Iy;kPcId
z?1Fl7-Bhdr$z>Ru*N!ciDm&g%J<yZXV({nbfdplX)g+t{s44hn=sW_{0zcJlUY6C(
z!c-JBO!&IMeL!(F_7)@HtqJTt4pMgLDw<xiFCF<NSFNk(zS%ttE<K~w4m5NFE-_rh
zJY9`T3HYwifw{$oV+Oo`x~xUmzO?K}m+Yx=TX?`YULCmh?6vQ%<uASVaJtqvvCy$~
zntbhh*w_C&f%A|4ijmd-`%A3VYA?L-)Pq+Ztn4kVpO<#;7WeK=>_3<UqUYdYzOnFl
z2CRKz5_K3=dubzBsCfqRI<#GP4T<slQFgXt|6vZ3!Sx&Qg`;R?+c$sWFJdR<*jL$e
z&mMcK$KJWq(AL8^m|$3n+<uV6cI4Wv;qr!Wa9mqhbs-pr-lF`P9h1l0vb`@WADOWN
zmtDU-vVC`CX+JVDVO~54tzVDUZwxM<^dcsKb>^`JJEFq)frb^WY}F2PY;x6CJBwfY
zQRV!FiIt6TDylRJi4GCb!EFhNNF#E%F|=6~t*WA|7?}41veOR!u9dfL;;x%THN9X_
z%f@(aQO}yzvQQF~M#VF?B`s>5(NfVp6y-Mea#|`ndX(KXgD{nWcjl4b45|*CqHBJ|
zsYiM%q&@N~*B!!*&W2kBy>t}N+>IEo1(eqUsuN%1*zJ_w3Tq*>wmKv?!kSf!5Xr7Z
z18=KCjQCTO+deF&RP?;EiZ!F>tvh6M1_3$>!D(MM@%B8jl9pL9bC&Gfnw?$m;2wh7
z>J;DiN>6NpGlyu~!kg1D#>J!*uPp;|l!OAj=OCtvd}0ou0~rIT{6&Lch({jcl42Y}
zfZ7sfv_)C%T~vS$NT`HP3n^7CXVJtfsF_Y$i;L0bWw(bALFW-M0qo%t&@DK?YX`zK
z%xyOkE~;C9;G$l|__C9D2@Q<!m*6Qy5mFLRVq7AqVi?hmiz!KHDt22Rvn?lKEEokK
zBrKrKP(TjQTKhSqVIf$f^t6~7=aPDvtywW`h)ab08&%N@n3i^m&~g|9J3<A{0|_e$
zlM4EngtBDdWrQS1wTzfqkg^wbf-tSQm(iLLkRdq70D|DQCjl1YV0cRCq@fdv7vM2U
zCRu=sOcx~}piMY6Wv?+TX7{PY<6c`W(RXuk=GF6~Uq1KX?N?uV|EE8G^s}FQ@W#(S
zdi37Mzxnk?AAIoH#~*+4`;R{T=;JRx|NQe$KgEF?Uwr=gmtWxc0tf!XM?U$(Cy-zt
z{^mCyJbLuz8*jY(*4yvC{mwgYzV-I6e)ZlvZ@>H2TW`Pq%Qyb@r$2w?<>!wNwlayy
zfa|baeCF`r)%#Dqcy_uFjkws9u#knr%cgYDS_Mr{a<BYAN4V0@CF9R)L_kmSX<lj*
zI>ZMW4p@7NM^5s|e#+Gm9&v<6KooyM!NerGq-1Tmln8*K2Xh*6L7TMNA(`rul@pr6
zkfJhf+1Za)7F^M|3?xrqpTyH6>I{mFo&1h2xzfN?8t4w6!02GR0wSH7ViQw?N?t(D
zc1kE7CB-Ufw~9$tK2a}dPiD-O^<Z+sk(uhKY;@JHCuX-I#YOMvjJ;Izm6v@J3%<3J
zk)2zmqo?Ptzr1n!%+kS~skNg_?Qj^m{mpBcjccR3w<l&dhe|8Gqt#$6XUSCTqh;6J
zMzpjP?vCjd8m3f6=kjP;y-cnY$mIf=j7OujU&2P@W5hkA*MIq4kB5&}n=azrrj|y(
zB%<{QePQfKXE(!EqH`JrIxxNvv&TW8T$TViYoKCf57w5}*4R}<mm;hfwUvrq+QEVX
zs3_1%VMci)qMoEiV_~rc?IJ}3(`s_@fJzJWi@+C6jH@6CK*|E&9#R$^*^ml73Awjd
zhyh}vs2j+tF;6r)SvngX88bji!@~-w4yZNg3S`WTE~ZFHwEJK^DLuWgfK2X?Sgxg@
zW(W`H8WOs?dHw-m*Pvv0!hp#p95A>~;ErMjS6(yU`AK>AUOXHZgp=Z-k}O}-CCjSB
zq_SMMAHSI0etLN6S}&#&(0F}WDdJBsval@(LDDxWft%#%<)PiOFC~U<!TdBaX#&c=
ze-tBWbXaS%GX{LEhBQiHPA$UXXDla$>I1MeHU<r*1Oc_MXvRHQK)~7~Ot7AWFf*qb
zsj5J8Ev;Ktu6ZZdjrH5;Z$jyn+3x3|I9p?;qD~0kH9SCs_Ctf>P+SromSXg&voVo>
zQ|Ku;T^I^uIPMDbTtLxA1Q53vi~`~@RFETwzjESTJaDg^_=+_P+8kmz9SXjOkSi;x
zC)O<E%SOc826D1=MV%~Z;7Q^O4UWkcwtd&1Tf6nb(amSi;Yj@bf>=K&C-R1sz3BZ{
zwr_rP^Y8b6f8+Zz@ZWa^3KaysruOa^ckkubZX{N3#@BAfH*Tj_t|#YDV!35kvDP)U
z(T8*{_%<%!Q}Cl8Dx9i^kDeU|U$L?i7@f0$wz_z&8$htRlVD*DBS`P;QDEtMWchmE
z`rV=BYrRw3m^p&$63x!qGqbk*N@s4xKC$5});q_R9jS^L6G>25SFa6i-pOp=P9^ik
zc?3vqMyEGD)7yd31$(~MnJ5{;32A25v3%BBMHk^tXlA?X;NjRd5RUgo7ZwA>5tClj
zrlDT3GFw!{izC1Sh)JtP9+*zk3hI`Px29(tS~=T#=A4{7jl7eP0)FYD7DK((DXg<W
ztw~6I{FZ`}4BW)3l{KjbA*%IymvmN3UpMnHSiBWb+zKj>-O^K!{B}_Nbi{DvQyv9$
z$n(@4qAi!~Uaw)VLwL7abLbLp+k^+5l5?MO!!Cw3QC2Wce2P7{a#qLRb;?()0<8X_
zpm511De1UNW|TEcYgXB+MLMZq;dA%xf*lL;UF2bI`;-EUiu9X4Y&c5b-R+yW+j{n*
zoVuxF-9(d7hp^ZXV1ziAFfL~R2{n#%y`Hye7q6Ivm<C2UggBp!it2=r5@NP`DNP=7
zQ#ZXeCk9}O4ij%off_-Ao7U`y^x~0%TmnMxBPw<PIVfIx7I0KPsgr!w+I~^h{Dh|E
z$pEzppeo2MxLe(9QjpO$z$GLEWVl{gA!z{?9O`~V<RTEMX3?@ykP*}TwAL<qdq0=%
zrQ*RP+*49=hXo*UwRRFOyGU1JFzaNLl7U?^un?Yy^g<go=n5d#BH9F@h-g!UMNCUM
zV{+~coH0JhMY`-HAwu62pf!!k=m1%ah-v)-@@$8~MkDwIYzu=N;L);X>9AImwJ0}-
zL+k12-c;e~-OZogyY<#9FTL}V*WUZtzkcwmH$M9HumAAjZ$JO|<4<8~ee%gy&{dy7
zSAF`$XP<rj^;h41`|Vd>e);9+Uwrk|SKs{ckB!^VU7vl1|21wxk$v{r#~*$C5p1yc
z-h1@k`;Xp#1OfK`JMZH5d+)sSt6%;SV(i^F-+bq1KmXyKJN4XHF%;a)7jAECJ#%{P
zsl$`yOr}?>w6f?1N}HY9irHw8#|ZFPc5-V6sma~Qt+fD>W+Ps9Qm$fuA;KUG3n&@v
zH3+GrjT}B@QqG)^(qV!X6%3^KN&r?EMUz@y#V(EOS!uthnl)C(jK!q7FlwBfv<}1+
zk$#y!BDQ&WK;P@EOpTd|E@M|vWOlIqU6KwB!zZQtr8JM6hFVp(l4h0?^$7k!gb*$&
z`Q+G$Bbv5E)5hU~ZE-KQeIo+^#maHKewJR`?VH=~uWk)aZ^Y*I60^Gl>*txBTN7u`
zEF9dg9Ne8=*oqb*&(6~OcMEH$BWvgBWT_*P)P!S7q|V0Yyrsq9@Tfy;;wV&X4wuSc
zk}q7maOKLSrUs3o0mHx2fOj<(8)0x^q}a&YH(emp+gsXUQX%nm0ZWbudZAn!dI`<i
zJaIdf*+gMn6)Px8Jzb@z=`4+EY-Hdu3PimQnif5M0u19Y@{5efbq=Q8FOq4gsARGN
zdFK<Mc?W?pG&x>s`T>+urqU71YSJZxGsL&~xK=OQ-Oy?9yD-a>W6B1O1okEUeNtyw
z0vLrofSpqf#(beckwn?9GExI*>hZCF*y`xwy2An-u5NLB+=jTF!axN`-x=chqC!j_
zv4N;EQ7|FJGsIAAJ+2-ss6ug3Vp4wnhsEvtSxgC`(E3KjjeWxft$&aopHxD14CFMG
zo#4V@I6G@VPONWK3K~Oh&eWGy0$veL39$Sa%j1#8UQ9EGM9C>jB#nhiX<tSPg_fBy
zre_SXoD!W!pq2Xj`Tb*Zcyaas+ttk(o=^`>sGw8>{Q{kh);|KonK)ilB+81Z9RvE0
zmQDi;CoXIOES`7@%LbE+iQP$yn-7x>E0%!#cf}wYMNp*3kaQ=cK!k;cWJt|Hd0IU@
zlapn|iS;0Vh^k7yzgOxELVbxQR;(L0!9}qy9zuNuvomJYF5o+gq-4;9DBT7X4Tc-0
zmRab)X}m(s@I(i8Ir~OLb6Z_6{o?->UAVB`{OF_l!DM>UjJ?-uPgj2O)^q=TSKIHO
z`TH~Q_cIXBbWg7j?LL^?xQV=d8oF!wJi2@qUp`699`xsH-bvIhTpPtwIsSUPx`pV%
zfc2DH?AW@E2o`GoJX2eq+_J5_<zG7Q&#yRhD~`!c*UV7}8GDGXwcD}vJA?Db!Ra0E
z(rMrPVPtSz55E26hBv?BD6V&=W(>JnNBwSm^M10jg(3a`@?8_NPHYJ+9CQ_yZA+*9
z%jdEDihrPB3?-D+{XWq0H*P0)pBjTrxBJxS+O-%M6tgq#h+EX5plTUcyZG%L)XTjH
zW~&)BSUOTtjMY?-kb#T<(;k(MduG<AiB(n5CPmbuh_s|-<VEcj6@6C6>0vcxq~wBv
z9OE|48JP)D>#~Kp?-pYDan-=S8Bjjmr@tLm-41J@j?R3F+g-~24$;0_b>NbpIHgCO
z;-`BwPleUD{PI&LCY!u{D<7Z<AjQxU7~`}J^9YD(l@!dnO}u1=wFNOI-*(H<`MBrC
zew=d4shm`>Q4h3b;;m_!D_RzsyVtD3gAVD2frTgBwegai)*)8wnwE8J6|AaRiwgRE
zpLAW%Tu{-GOq-B18WTolJ8mrLd0RGVoR6);rfya%;#f&BPz(gbiqg1VD}f<p04i0t
za0_ahg?!n^Y)9zGPH6%%Yd}B*G#=HNPFmBj2(qU=L~DsMTkV94P+vB}WkcHq2dPQZ
za!K8C(L}hcZM_J2U~0bvaOkFqH?3fRaWN{Uq$K1hk7y@db&y(|)OI(G5TFwVxMUx-
z#Ybszk(+&#W`xihcnVH?2d&9YyIM4GmMoG9&}CH|SaZ;mvpQZu#vI^LV*(mFAMxEm
zY=r5phPI1c3<84mE?P5a`J-x{52IBMX+XyG^J#t&%O_+d&5Es&p7r$LL8W|WYvV@`
z?!EThGq1n)+FQT)<%jRT|GN)9fV=h8=bwN5#TVcH@sHnp_0`v3e)08JUw-q)Z@yDp
zfBgDu9N&EN&DZ$QS6~0>+i$=51`qu1?*IB9#25}}FqmM!`|WQ({LP1Ny#B_!@4Wl#
z_aA-m-uoZC_uh9h4EKES?)&fj;`JXt`@-h*>_l{ME}h+;ncJINS}#wJNBg^tx-O}}
z!=rh*6f2$3$)dSfRERMrt*w*V=4ZBdv56iA$;YG&ir7ghE2ZEj6ue;x6PdacpMo(Z
zWGenlCs8=A<(KqAl(Pdr8xj%5yQC|l)|G;Jc2rl&>Wf)JK4VO$^symDGOh0)R1G9F
zz`O(p)b5bXV&@rTB$tSY1%#lS?vc?#T8>vm?^IGva*|n1MJ>Bt!t!`E?k;(FP@fq0
zx<k@|w7Ik#8XU7^r#q{gJ=5!vg}r!bwR?2d4XV}nqO-K>t8VpGw}u*Fush>3>ygYf
zdSQ~4de72fbY`m?AI(%cef@G@L>3>jr}CX@0}K0%|NO-NLc`<5i%%kKk8MXBfUG_)
zd~9Uzp|Tnjugf4yT!!%lTkLTX><P>+>FgGXf@JRGK!CyfYII@C(67xfb@CJj8u+3*
zD_yK4K!YIzCe{!wUJgt!T>7J9AQg0~Ol%_cszigr9X^aQSBS6BVQ@)pZo8~9FeaC~
zhH@5QI-*&f$;FjwN%4{;I0Pm<7uAHJA!Mk8z^y~Kgoo7zC#yH3jZc8!D#hj?+O%Qm
zz{Y|0!!eZ8A-a#M#1J-8`y_CO-~yq?r=yFH3U9PPHUvo*4;l>PNMy_56hR+i8aOg7
zubug8*Mf;D-N=lgywQ;?>HGt{?7XJ5?nss!ToE*4=a+0iy+LS=RMe>{6#%WZ)4uWs
z$f&xhx@mIFHofJIrW>g()I=87OaP0e$|`gN4HgxdIYSU-lrDP1_{uB02E|w?7#LN%
zdoU8^V-A8S8rBctqoQ9sG9m$MVz`7Za>MFrWc55)yWw9v4fbZ`Nb;jK((2*BY{c1a
zR5gXU$d!eL#mK**lpLWrKvD4eVYQ*W5_87JI#rLLH>JX<z?qCB<mnQ+=M<Ig&ZT1~
zdMY<=1WK#c+`KhBB=hx(pl<_FetEr7A2~dsfYCQLukKBY(2X@R<-mt9EnPnySlP?n
zyjlD1B6#=i-Oa;lYQj8LvFzPU+<3V3_lx8AH@-gu|9xkmQp@Km{ku<<SI*)aH<PGN
zUOX9q{=pXc+KuGIx_`1BtsRWb?Z;<!`p^Uy9BTYZh`?=r*|TyUTRQHY-tMaI1?P@K
zkX4{^Ax=M7(iAs*E4LH18?l`S$&EYFrPJ`@0DC}$ze&&Re%JhAxLo(8DpvgC9iG%>
zW-Vh&*2xXe#=X?e)5+3?3++P3&rfb#OHD2M=68C^b=TCU3ubk1M(ymCOl?I@UM?R#
zS6DvlU%UQYqg?Lbnd16Me|@Wa7{9YC$W~sPlyE^qyqJ=aF+-fzF|kgFk(`%wDZy*4
zC@BkS>bRigz|OfJl)_nBR5J>K_88;JjGVHfW38IGUfN{<IjcIxn1nc|XW<4~X6g>!
zzE64@RNjv0pB}V68?)REt9LsDHv)>Md$iZRila{H?Jo6^LwMaKc{yf$(4)DD$9D=3
z9sF52<+@w4(;--Q@V7ff=*XT@vc{#fiV9UVymgysQb}9H7!*UvZvBy8wPX=uP`F{_
zZy0!3U7S_YD<}#yazSlfGvHn7f|>!vnC7+*Fq@I9-?s>s)r=z>@3u#LWaDGGpeUvG
zvDzGj%W#A+qC#vN;r5h>?4>tnAYfo0!2uJ|kSQ96TOwydmo6C_x%zG{p_@nYFxq<f
zWGC%vFUFS=DsWqUxS!qv>4h0z7v&13T@K=v5TgyEi+}kC{L4>Bo1T<6Ur@JQmNs7$
zUA<r-T!qOtgNT=a<fk?F^9ViA474`bI5raGR*RR~iX0lA1aGm~hlChdtX5b$JYodn
zO9>53hB-aIh`_mwmEaMPh{H?uQCovdLPAJOKjtl9=;@}mI4P|T3h=5lC!Ns6C5x^;
zDQ&)FrxSugdcRswa9dWA1E<T?hu2Pj`1FIHzVym3fBLg`e)ZO)ci#Q|hrj#m<4+p8
z>(kG^{^Cn$DTpd4u0Q?hPk;W)Um9=!{1>P%y#3R+fBNHBUt{KocmIMrzk&Yx(^s&=
z@G1DOA<MqT1HSn5v(Mp`efIfBzyCd^kng?w{%?N$;cq_p^#|`i`t>6mAK>@^$9s<+
zz5VV7Z@>5B=UzJB+^daG&Sl4D#`4qo@!84AiFmBns0yhBVI|KmWrd`?p2qN$?qQKT
z8ALCK>gO>WOnSFe7*|O;n53|f(Tx^zAtS^h<sid^RMa}a^(teRLB$L6seJ-6NF758
z@^rUiZa`g(i08AKJ>ZLrmQvn0p4Ar$rtwlosp2k{T{8=T$%?yF^+o%19wj{}p+)c)
zM#GEhfgIuYTlf|k*=gZBYyyp(!fAifs$+V(WELksTMmO~<?E4qdlXtL9pUqM!IYY`
z_NUboHQ&@mXu2Mn-$qTOeeqy;<#;Sz229LTTnG&2%!#6XYAv{aZD{GRZ+@pgTXB!h
zdqXizSFb7%(Hd>S*0xJc%@`?yU4H>Yum2KY4bc5R!2|=ps|{&-AiM~d8sM+y3y@yG
zO*A#b{`vtn79qNnda6=SLvu7Lr{Q|3&1_>QPpY8^<b;MQ<F}v~5#f2Zs8ysUL6Tvg
z4$c*5_G$}@%4(%Dn`K&x*~tKb0YOuqm`I{tB~q@WChXaYV<4yN&l;>=fg{N89#L7n
zER67gSO-Q700*;^=?d`>v_lnjD4_zU8aswvF=241F>&ioKr;y3At7@6P$Pg>V4*Su
z$QZ;`5)(JR&D#J_Xe?9+!p<NMnK7s@M;8adcywojjGCFnFQnLgu$o--SV1*^5C$+7
z{tp0OsS@h2jkyKWRNbAOwK%)ks4D_Lzg#!(-;bU@pItr<&+ob8Mft>v1)8TfB?Do8
z<4&-4-JM%f<rdVr1!H<v8!xMp)94A+f$!QsCW8?N?T1ql8`au;Y>kx$M^0y_!*@bS
zWh^gCSCzRHH3U-qdIW}Bc@x79y|agF#f$ea)fOrOY$6pApNJ?ITq#H<Pp>dAfLW&j
zl>zvJK;o-07|kfUVj^s1LgpbG)|-^}3}eMojp1hPG`M;mUO5B$-o3Ezj3g8e9}l04
z{9a+fnk*{EW-)DSB=$j<g$xc2DX`O;p3))uwS3rBm^DwY1alRD>AI?`@od=wXvXq>
z@8Rvj{rk25z6<X6&;0!v`1=`{uBDdtQ=7N4SX0`$H;P`}nVs;$QQyK*WMa*qu5{E+
zN{9Dr;9yU#`+GB*fiZQWq=Q0Ry`EUTHn?^@xp*{C-3_hZicZuz^NSrQ(MFCdGjCoz
z>)U!NRlgNmzkz3iHiPvYDy_Sa)%W&`djYpE!avteZ3PdX%kMl$XJ!q<CH3Z=;o5Pu
zT=RqFm`CYt)fz|fP#HtX(DBO?=dVs}-%oAa9$q;g+`5yV-tg}~J-T|_x3S+dHD--<
z2z+vixcx~Jqsc<OIv^mF)WC_;rsUKDHsJU~I7l-nrop<Lq^)jZ9(M4yt=v6?rof4k
zQ_^6YGn;!^%_A}*N|UQv`jm=-62Ms<W8Wj$aSKlZlB1yPMz7&KY&Z>QZiIAOost8O
zy!M#Zb?Q+p8@YGFnp<A!4UgnuM1Rev1egmeiV$XpFvnctIaJ=5ISWP*Cxn1{VVDS5
zL`lV-H}FpU8c?CGhctKk499-WsaHKMrS70OTg#dd5f3}1m<)n7vC|=0(z4bK+&MK9
zum~67g1!9$zA2PA?>mGiPGQ}^y5^Q3<TfEio{H#bzo>3{qNHG8sG7vwQ^VitRHwuY
zfFN>8PD#VZ_-|Cqzyn4ll!S=vX_V$P1zGKVNON((IK3QTwe>WjV$DHnQ;bb;ldjm>
zE(EAoEqLaZA2=z^@)pRgA4r;?6gNL9YPz6pZ!!>D)UB5h6fY|o2%be)gdP@xSfntU
zfL+TTW}B(~vaub$*(E2YX$YZ#tH351+poH?HK|}^<m{?N0_$c*&(FzOF%Geh(NaLh
zUctiZBK8vpc%(J6D8y`&TzRsSf*09tCbdgjn}jV_RP9&&d}>t58?mTY277KV&OX1t
z{iFML{^f_S{QM_Bef#w{AHDnj?|=KdPe1wWvA^|Y!@&CTtG|5vr^W$R%b))Ir^m+D
zU;p|ysIP_q`^#Vd@|V9tfI(d0LwLYrG4|(gzxfsqgirRJA@<dmUws36?2E53sl*)e
z(@#GA!^a;3{PNq!CK!A$%pyPh^=}%fu=n4G82jM;4?cMJ(L1ld^^2eU>vQ)WTt7P7
z-PqdO+&<dgxwgGE6_5Iq!mvsdw<uE%om<SYvMB~ydnb?9CFTZ2ypWJ*qf<>ZQc%F`
z;!?sqT98BT=TYMV`T&oZ6p>ND4YScoY4Ko@lS_*73Byv-xRpKKC7KBEt1)?f$}v+k
zF3i}+Gpgd4ZhFQ&H5;0*MKfcL*pNCgr0uqHdNnM+kmeUs``~|?xj{YMXQZ3e6rV?K
zvkLV}s+`lRSI~_XE_$USaUJ|6%*%ihwff*-05mG>iA(!O6bR%LYkrhPR_kFb1E$Kh
zxt)QzouT4#Ph!G3QgV(=b|wn8%rpR-{;`>k+$_p>f|+S|G-d6I=xv=UDxHAE#x_C|
zk<?73wzsu4UApuGv}|9#jOxZGuUvhSK)TZ0dI6X(j36P3unT$N(mw;N+Df>@;I-1&
z%^X1+79Nqh7s|+(KMG_dwHejeEUkrsxg?$2LS|k?1-3{{K?}Ck&4ycr>~~LG;_DSN
zIIS`b)zrz*+iATcit4VH#cv@|uF_d8W+$()`Iu4lB$d8?F(OP|gJ4ZSba605>kRR6
zC-hPPi+-a@)JJ;ygxFzp_VAqDT$76dO$FV8J|JI2+*o|@vT)lU;dl7i!KiSgtVgcQ
z=3!$fY4@>lbObn1XrPJWXbk>(cu2WNbJFq_nn#SGVbO3|Q&_S$c2Q@Hqg8DdfYW7L
zb=SRiy{A8`z-vQkQSHQc@_c+1l|9Fy;*t%#_wgk&kQY#WAj*!;YS(XhYS%hvc5My+
zs%}k`m5C`se#rvI48R8@$1sS*loRR^tgTQ?;*WylAoKO}a|?#~BX?mHeI?4p^Uk%K
z-LT+5CxZ-w2h}wwG`X1&VEEoUf*fpm>O1J@Z$gL#wjPFws5J*t3{W+wN(eCAkLfK&
zih~H_B_#;Cp`vtj&V+XC;xb4YfwLF$YiGf^osOjg7jpPwB@usWunLPy4wOa}m$iju
zJ)jf4X-rFn=(`LKhzj%A%`~9?ySfE(es_7*i=(>P1%Mmqk^8qtuRU1#`^EA58{eOS
z|GqPTz~Sogc>Q{2>((fycxyLemF-}4FT8Nvi-7&uf~&ecgs*=3Ol@M#HM-!80M0z`
zC@gm@97d3eubo8K&f{}Ck=%60^s;+yFI1}gP$4wE@5w9}7EVHor#+i@p_Jf#^;LKM
z#ahSctQEh`fO3PblT6jT^;G)&M^j6uy~*hYy}5SYcl2B?KkrOVSbB!lp}1<K;#j+#
zIDB#9_~ohVKV95=IJS9rX#OCCnv&^_Ao@zSuEn-aB6CxneHLz)f@+{%4T*?uPOF2~
z)S#*B*fldJD<p!)Rnu_}?2-avND@i`C68+AhLxKW5vSxRSw?jWp`X#@CR`fgwN2}2
z6G}4hsyJ3Hth$|dr%!(rkjxkv`vLiyTV8i67tP{BuX?LPRx=49ihzIs;{M2|ekIj;
z6REI(^4WgNQxVIxkfrXB-R&{f%%D8+Du9}rcs08qucGGU<X(0w0@6su&+2(Q9wmrg
zb-So$7UEMTRjd^q55qf*M0YJ%5a5GIHX<VJdsTI-0N=tsI;J)37^?-?uB?RI$7#6}
zR3VB6C>io;&-SQ`Qc9XnPI3tW%9SK`A*B>Q71Kl7AfM910)UH}k)at-h8ukx@|ctk
z^%dh2N8|vmwqXMJ_<&V)$wO-b2*T2K(N4G&Wwm;+-q?1bhu(~5*0wy+%|=40SxvaY
zxcE<kt59DTS(l!WG+*o>H}!MchXh1OCLp}J=&c^g6@<isv}PCi3I>z`2Dq%PK(hu}
z#2}+Fg~SANNK6}5GN+BAQ4JT=FT7f83LseC&m!cM++IM#8ZAZ4j0{bSTqrSV(<N<t
zvzE}RBD5+9Ek<g4Of6U)@SRSkpWj;j;o0%OJb3D7FTVK8pZ+TXSC2*4r=NZHIYL@r
z|M8Eow7zY)TYqlYS%3NK-~ReHm|BkoSHsQv+rRx=!}<E_U%xwWKjao3j7enUbN&SN
z1()oPjRR&Go(+!KH{U{lHBw=X`QzuGeewx3-tT^kA>?mA`u#_U;zN4<`U7}jAHooW
z`g-)}gGcXu@b261{pyXkUi;BcUVQ$=mtJ`J<>y~`_4ya>9vt*p4K@M0L&!?lbwhTY
zhDkCoNj5Ik%p~~)OdFlp!vmS09_B!LQ9>M26xlf@wpm*fLQ)1rkScmNyIs<JLDham
zPeKP}OTU0PX<!u%^yyCCgp-|jvnK}?lWA?LS6s^I3mH=)VTmVfkzQ3arU*EBZje1R
zTsN2KK|!aD6Z1=kqWTUyN2jB7b!$Umqe;yYQk(R0hDOhH_{0XJ^t;8;QCz0|lk33o
z^%WModPlU;QFIvtNadQ|8ic0m%NYCvSZxEN!0GST`+5}v8ACjefA5<9v;kQ7%(Q)O
zt9P`5jzvphJ`j$YH9DD6t>kdom@}e}yQSqag+?Kh+GsQanSzG2M#oS)5k#*`4Xzge
zs?26Gy$LIg$kj7>tpJ>I#RQ3pip@u%j0D{U?Syth_+5y#<B+JxKu>TbM6Qe~P>@AR
z5=Yc3loLGN{76CuR|<So@V+`jTu1_ds<KrhuJUYt8@?Qk-Qw$oFp#5ux+BO#q8^))
zW-kl5eVdnU^>QFVk-f)Y5r75Uju(-VQjabgW8-p^S(_Wm3aNe(765_DcQ#rGh4{MQ
zhCwi(CK7Mqci~F|Zw2Xvr}FoUVV4<Q446pJGZ@=>`uXFl`cmCIwxmx?qcO^ouE6rr
z#fz%Z1w#=FkL#{<#Td=VR!;^_p2_aqiJm;4Ts`le-t?wQ+J!w|cG@(t)RCINc7Uv~
ztXn+p*nO&dcCXR+vwZ9xt?FZW?aZzxQ_;dqix)H#H7~lWK!-q9-y7jWdI7b8sbZmK
zo<DM~-SnbVXy-w1x~fNYIE=E16*Hh)krC10xDud@;SzrSE3#EBR3dm>ph;ld**BsX
z$YK{j6G<t-eFgdqyQt7qh`j}(5@>kvA{tS;ULn5j%nl@F=hhw6Fm)~;dzKDe5NtTf
zQS5D%K?2b)A9{*4eW7L?oj1UXgF%OmA%xa|$N;!3F`=o{z0+&1?6e-W-P7wR0r#vN
z_E%QB4z5l9_g!$mf9CJc!2kCQJb3No`04qx=Vw>WLD2FqpA9UW^v&+~msTUICj~t6
z#!DNk=c(M1V|+E3C|N;eOqMKQE!MBc*UyJ$cY>o+)^VWb1Hv-4#SeRD_JT9}K1i?X
zepd-2#ak$J>)X9QGQS^6OzP16nkpM%prtGJy@%<8XEPW_ViP&HXkEJ=LvkKN#zyiX
zE}J{(J$|ut`{(n=FHi12H@<N<S-+E9IPA&K<5y$*`t@Oi^XsR*kX~!+fr)<gpqZ1@
zbGmr#qZ;O*2-j$82{2C+s_~c;66%zUUej@_O6E8MRG@nq*-=gl1c|Bjg8J$cZqg;d
z3P$+tFr(u9b|BM}g7!r-8x`BfKGBg^wAI1i>=e$M+53L^BDNH5vI(tlK)|Tz#Vc0n
zqD6GlrK#JcccYGLVg2is=)(aE>Kd0!;wc?JuVfzvG>D&#D$z*D-SsKZ?!DL{ESuPA
zz#>$%l!!E;;v%9ms$?%&rE?}pPRUD2Fq9Od1Q5-G8B}9q^$+POA+D<I0HXzQ`jVWE
z6+hrC(3d@@V~1EMF}#4J`e|5KRM3|V?7Eo?00ksvjMa=sqR<(MFE{0?liV~UYWPc&
zS^)^C5iUYm%%qS8XDmQ(3Nl;6NEXpskzh~DseL@c0K47XdI5?H)5ak63dW8B^5qca
zN{rd!B3|mEH@oRAj7$GazVJ`9i%-xmKEb>Eq^k8&2l*;U6ai*im_zEMG<T3Ld#G1?
z*^MX~j4v;(&Bq{w*(3)NU-Y)5h&rJFiGqV_p%EoJqvm9Qm@tX|ANJlV%FzS8)?R0l
zm1M?tLv@j)Dls!Nm#9>NDix@hnVFdxnwiXP8gskd%na_f+tBWAd&c8|%$&RAA~*m3
zs+0L=<s@h2oFrGrS{jX7rGoi1s&ChR_xtPy9UqX2Zi}ozEzA=!AuuXcf+88GK+Z*+
z-b5q2*)%tYt|TQWDI||XFp!&Zpug?4h3R+q?)vb>!>8VP>)i3<S1w$<dG-3;+jp>@
z_~7$(we*k}7ea7hya?3=f%W+D6G$!M5yI;F7NYFi$4|Z@#MmRKt8X5CgOnGcxxW4e
zfqUpNh_OeHz9CGqhhIDsV7LzfhWnr2fAGbF&p*3+4*{@yckkW4b^8{Ekk_ul2)lOW
z>h-JFuV1@y^~$v?m$4do35<#h=P#W<ck$Fo04YwN_~hh?k3Tu_(Z?UZ^UhFxl~*Nk
z$@o5npfJT`5%ak5o1I*$mKtwjkb&P%VUbJFi792}iRh>qf?CcOGqSl!wFu!u^s49q
zPGSHETn5?3prnhK5Y>3GYL)a(8^0}uSDV7_$W%7vsN0In4Y~U2TzyHdv8=?}*yO3M
zv8QMm87fYmhL<5@<U0kWdD@n)wEpR$!TGXiiKV#8m6>G?c=UdgRK_Q>d5PJj22>>$
zH=3%u?9C&oFwz$f*RQ_RzU{TX`9sZhz5cvfYi=!?zWre1&+M*1qj4~*1_0lejx>?b
z9THb}_%e%)=>@vdW@mY;tD@CiSZ}ZHOwBHGY7Gi!io@ecp))7|tHSa^01Uh@j2D?K
zGQm?#*i5h~*a_g+LwB*(;S$LVf^VNh-@@W!+DI43s2CS&Oe|o#uuq48z0uB985jmT
z*WwZ|I0*^lO$n6E45057RK)DjD4muisqJ=S3jh`w0AH}PoP@>zT@coj2qI0cWiz>C
zt|%!zUyF7jot=qdYvh+?2AbN+<cLVP58DdKd0&<c#KN)`W5=YkYu4K|in2CaO1dDk
z0{)oTn8GR`a1By0E7G#WxFYe@Fp!GQqiB_Wcw06MG?kHtxRlAsMm|kxq)RnPV6g%<
z22@v|K$26dsO&M8br`C9%!A8*WZ)4yN8Mq=h_z+XRX+%NysvA<yL7m8`B3@X{(|xC
zk%?`Y{R?TR{y{@xMYE}~*WN#yR^4fZS2nUOxO6nXf7$=6ynARR47h#oTyS71P}Ocm
zcQ%4p%|m{qtq{>iZVjrY6w^SkxmwgcOU{Yi;pqb<9W!2JQ~<BQII?vjb#N^J#y*-T
ztGZ#w*}6c$SW4?(N^cuW#a;lhI9YFi)-9|<(#(njF4sUX(;%oY(6o8^$lK$*fCB|h
zi$?OnmDJv4@6gsXNX@BT857&n;Q{LG3=|2WIJ;@c+B@rQ9JBx+R@G&~u|>WPDwi<O
zO6AcC1-KSKmQ}Xls;}<U_e}X_b`;fgxQgra6Dt*ed4Bxq{!d5Xzx4<lJ9TXDo3q1f
zWux262e;;T&gM+*?ik<JgKxU92db>PXFgif>unrLuj>m0qN?;l2rys&Qr^&NZqHn#
zYcjpFHxzIQD(meS9Q4d(PVO#*i`BoJ)iWRIU&`v4O`qFWHo2>)yv>qVtuAY^K%^}m
zsa-fyGk`V8HH5o@gDd${dn-zsELbka!pq2xylro^U?MrbyRdU6IDMe9X8}u>K@bc3
zX0lsH1K?>-ZOfnEUNE<oSC_9Va|-I6!ZwGbNDj6q4b96PMsB}VIA9Z?PZ^F4;zK<K
zevOniVBq%ax!A~qsEG2C1e>3O0L$l*`!UW-k+kbLQ9cRm^j-^Z3RH?T>8wwTy#0(v
z+G*mBxy79p9(teil-yFItkj^WGAK*cqCt;lHf*le@EZ)`F`s53Z0xWI>$LnjgRDv~
zYj+vOBhGf8uG*?-a%w8f@&b*p$*HWhh{|=G=`35nTit0@G+UGn7FCH_7$AZ@oI;hj
zSS13Ys>P;E<4~cFpij^c1R@rg?Ou9<jk3j&yk$?sv^}VSu~w^OnGu6$#?|V1BQ6b!
zX=YP3pl4J_l1oM8VXJ7)qZ+n@_CU`U($K5eW)h+88Yk{@1*cktp(LvkTz4@w%p#$=
zCX++XU?&uclK`cUaw+M|L<eOvRtv+-xEyvufVL%@6_>$`%jJ+VIV3+TQ4+t28@q|I
zc_Xg;Et{;=cpEidO^(%(<3k*(B`MaDyaiQ3pi*FWFT$s%ags85;8f6y#Soupi^fWV
zqFKu;SudfEh-iRaG~1-(9@U^jUa8<$D+QT6T9J%ft`e53B_1x_ifJQ@?&L5mEP9Sf
zKU!LFXsGwiwWW9V?E2`%BWK=y=gfy6Tt>3%%GG<f@7{+UMTF%M=pvjhNGv#4->&;w
z&{ViUcm4V|KmPs?fB4;RfB(Y|KmPW&zyJO3|Nig)_&<ODhrj>s`|sD~79qU|h4t_u
zo{vw*_1PWVMdk}1A_N#7eu!i~5eS3&!u*lQfL*_S6Cto`S8rUuK?pG1t{Y-ku3jbV
zuZx$F$3J(LfKr?}efIRHr%rux;?(gI$M)?hNppGCVw-@Oirkk$O^@58r;|Jax&xYu
zM@=P=WvHa2m&llqwdgU=6i~DH$w1oXBc~^%r1MBV4%tRa;Kw|VBwh-g6l9b01WAC?
zmaC|3K4EK`s6HU;E3~xd8T+eUrCGY-Tth{LtvKJ{h4E#P<m>p^T26L~sJPTLw3Iix
zS~j*?v3#(txi_NLu;6_;wOo?{9t8)9=un;{S_KY_y=mAxv=Rk#bz(=^#P;&JeKpHR
znrHXcmo_^p+MGknMRR*=M^}s6MkD?#O>Vg(yVwlh%;}euG~#To2j{A+*;(1{1NXJ6
z!<%2>^oMLNkKJU_$>cmrGT2^d*?s|uuY`mcGI<MPV3<OpP#gV0&uSd8mMD@Zlaga-
z>^Rt8TwyYUO9ES!EhO=!6j)wbGYfVWTrYziXLcb78(3o`(_+Zf7=*+iz#yFHoVY-?
zv}G_Yvq<OkW8sd6^FF+<XK5uwxy&hCg&w{c2M!o078)~CX=Iq)Jhg>k^l)@`mP|(j
zPQjSMv8M_HQRKV8me<yF8`~xw?UO06iHckGp(0dx5Dk*`Jq~zNXi;2mGE&3Csq1(5
zEJPrjmR>G$1VmgZ#gidLat!s0EJ1?OL@TJ%LM&Bvm_R4<Mup*GDauDWrqWtRy~zAm
z_h7hS>6-VnOt_}@VO|gz+lf(K&C-$Lv2Ee8t?8p{fzj2}HmEP?pGI3*y=izc+&`Z-
zyqYz&J8S7hq)IYDKn2O6cOlR?;KD20G3n}=@z(d-;NVqvnH&175KahaRkrEs`^}I#
z#m!3WTK2EGJ7%4ob8ZYeD_Tup^+&7q6FYK8w?{C|gzoB^aSyGe&+gA1*$PTYv<{f=
z{*;y>Ur{ZF)cTS}eR`hK7Zw}sOgNA@u(+b~8#W+H0SJOetD$`gSu#`alA~eJ)I0AR
zS&e}EQCMp%tb;YDZ5y{W4O+TqJk7&4{CKbyJz*i1NyB-P(k4S*r4q$VD1t0+(KYm1
zI>tP!N9tA%);9Kf8+ttbQ~CRj{)D*yZ&e&Weer)j0>FPAJO1LXS7(mCy=!s*z~I*E
zt;e?FW20M}+J{R!rwTe|vTIPbI}|9aw-(krv&+D80h=p=ddGp)$ik7@;idfMR)2Yc
zabPlIa4Dx_Jbhp>XL@h>;7T6A*8_{$;BocLhUX4c%<iw~TgVz(%b(d_IkK8JzCFKt
zCV=17y>rp2y*2RdvF*}65t=_(y6qS-VFa6EYJYj}VtV&{2rS2u)!f$MK>u7$>quJr
zh<AE5d+k8Q*hD1H%Be81+a1DUoHAsLPLrtHMDz;vnt3C35pbrUNVOY8Md+ADv!PW0
zDmX9&SO!GyNV;VM=5dG>4Vw8gZXmXVr4mY;o;mFm&G}`M9??oju^3czn|W1ATC<tk
zhQO6umCC0nl1UCBJ54V1OL=8hb(PD|p5-5_C}<6P=PUB3N~1?dx?i0bcy(g%joGm`
z7sijx55KuQ@!Hbl8(SA&Ut4%-Ve;_&`2NZM1EXC_HHC9!`90A{Pc$QHHaJ8=A%!eX
zj29=wN=ONsWU@3N76PmR`Ev~q0rgY{IfUIeZgQBDlrKWIjfeOd7@O4^Zb(3m5bmF(
z*P-b&%T_|z3s9hDs7KEkwF;Y5%nB(TJ8^j+b}HE!+$1w47DGS-X|tOehip927|2Tk
z5G;pB&gYYn9BY&_0ri6Gh1)dvSB%&+T1;eJgH;HVO9e^UJd%qUkI)xm^9#uvp671a
zD2?B&A;)3_DNl^kQsS*ixW?M3v6)29pA%wZtjVlWK~VAQRDu?rq+Tf)#HbOqhH8F^
zoSlJX0Zd4>f)T%VB309%<`X0_2^-6OHF`;|LSUd#9BitcMKv?&`Bw8xZRMef;bUt{
z?;hCq@hh*Kdgtx)AANNB%-O4#F2nD-ef#!(Y$8H>5!Z(pH6pIHuD39DBvjY0p}Kza
z<I^YKojZGB-`)drvkR?Ft(~pyO$|+h{ex>Os~^4p0d&;we)qc{e)tVO0kUd64E6{z
z?9t=L@XOXmk&lqN|LWlv>#;FnI!S!Le_>NVfZc%uh7i~d+}witx^eT?HQe5~dF9I0
zOP8)(ymSRwu(M|f0fu#e(<eSXdHmBe$B(ZK59B&cDN>$Iz{)XeB{Z^-9IL^q0x115
zwv|On<<mVNb#SriNe%OpGDK*oOwK_+xBzw{6Gc%9@+Mt!tT=w7niOkDO4N~J)43Eh
z8kEYYg(`ZbmDAuAHwF~tZgGi6l;@QcW@y76sYk`|2`B*N<?9874oOX^t#c%!b=Z&1
z#I+YYXLr}l?rv=Aj^yTB%zCCjAT4dMfc#n6VQwAwfdF6IozglI9NStnyadEV+5G<M
z$?cVs+pA{x*Vgu6yp=k=qkh+GLt|Sj>idHAy}?k9UTt6_kyTLVMBjILi@mJHg{fsl
zn=hx-lwaX+dUQIS+G@7pRwn0@$?@>Mu<*EL%O*f4)|snB>kx?&OG*OfYcm`$uvICv
zEl7gVS@GoL7_<dpwwMehCMGj^@z7v!uCTiJEQ(JQFWR|y0$Y%X=b()Ujv3%!1=ad!
zxzXttTU>~TaWrNIhzjO)q^dcE?eO#Ap@F<ASJUatI2Jb%2AavmH+#6A41q0`YjCom
zzQB~w*;s)bkm?m!4+O)Zq*aG}6rd1IV>b9jAk|m2nOcUtRUNkU0u{b2DD=R$BHUio
zqOIx$7tw9@aO`OUH|COgQpC^T2q9!u*JtmVP90kfM=MpHOi^}~vU$W&*<pv9lwKq$
zXi%55>3bIat>d1>qvZ=niWZL)Oz*{F6wD%I@Jg1C6wd65bWf!8jQeX_-DP!-nl^Lm
zkacoLbY^eC)Sl?{p4|S0VCRgZZPJM}SKW}kZPML7=7i7!e6@4J)jp0=5*yHANb<K&
z**a#d-Seq^%ii`m+u&AT`=kZ`W6Ro&I20lkrG6lF{y^c(-stSUyxuwd8V~o(q>gM0
zP4CG>4y|*-JG_$BKJIQCOF^O@jE>w2br1)w09~0%EHA*kBDiOT0JQQN2d$u|woilI
zYR9g@;A&uCF<8-Jtm}4_HCs!Ybm-|u;H?5ZN8LtXS2K&`Itv4=u#9}Pa!bMbz_q+Z
zU)HQ|8M009$k~N@lova}m#c2`H1`CD#(x?<{v?q8dyl}Y?;e=j(LcARdvbft;7Y~#
zw))Yv#_4^1le@aQrz?sY9R>B4`oYxd9&cHzy{yeq)aVQs=tFrL{Dy2C4WLwLXj{ho
z;d02Ww(f8=BrncW)i%4k#&SBxGyCQXCU)XiZb{EfX4_b>rah%|EI7K1PPg3NIk;Hq
z-81REvl-KSN)X+z?e!Jbo3qRHU9;KSUvHn<jla~g!1$WjT{?TP0>*pqA__86+Q$MN
zW8ubre;3%Qa~Vs!3Mb|wh3WF@6mb<;qZWR-irH)s_E@EzME?#C8;e~AZo3Wz*=%IL
zYgO!O1+!WP7AT`#!;Nss^o>7P#&1M`92AIpB?AI%+9~R_a5~NGNsn;GCmC~#T1@Pz
zG<k!8TdHE_$Y?=PazM;T5wIc#bz{13q%3!5U)!t8)9>$D`}C##Cto>q>ea*NUOjZ_
z*wHhu96bH<fiuTmJpJ0yb8o+T@{JeIyz|<*58gie{yS&iee?W>?_U1ogR}3wapt`@
zPrdifr*9rR@z$Fk9eeHLmyW)(f8Wv7mHEED_VTj2XtXjtJ>QiQR4E*6tRm8i<lF)o
z;Pc!9DYsb3&p_Y@Jw7^7fs|dL<HJmAunN;f)FKtX)hq>X6Kv8IuVP1<dL>mg>y}|J
z03*l-B|Be8RmN{(Z~BFe5^JTzsN*-dsPO?N36b~+Coz+o2yAJOn$@KSxSpLxltPmH
z^jHY63|4%ZAgM}3twqI>C@F`V=%UA|$uWq2akgv_$88eDZj>g(2;(+WH{qX~O_W$L
zC^ER@3I)4GC#(h{RV!-H2<kP0CY`7PtBw*jwjHs_n8~N1<S4{T$`Lc0E%Iioq}3)V
zkg<vt+!7@}B4)WbbSar6rI2+jdbZUtT~~E@YT}LUYwsUE@X4{)&c6TN`QslGe%IA&
z*RNiM+_`%X=F?qpA`r{M(&97Mi_lBZU|)Xqn;(Ds<8Oa|`t;fQ+Ipo-@%(eo|C{f(
zpa1ROaoOB(FtmMb4dAce{N~5UPrf5oBJp+B9kBJN7``CVU!N0H3S$2F1#n?dU%-VS
zfe#St?VGo5-GKbMb&C*$cR_E361#r=*43*p!>(Pv3={0~g$tL@ox5=Q<f+r2oPYp3
zd-BvrZ@k`C7!B#<Rz4$LD>n+5)YuKlTQ<m(63i@$g++F8X%1GBk56@RNI~c>IipO+
zE!MCKRm@x|EyPaLQ8wF{2@1+4QNjjELX3`*U`b8@*Ef?-snGMXRg7XID_75`aEP*W
z%!rBO(=gmpsz*SHs@XXzR!~8=h$wkk>e1z*>D^UmawM*+MT-ZUmk%~iu2r-TMzRVu
z6|Ii;3E0<JeM{MmL;lKkM}2Q9Jg%A!Z(X;4bfskHtKEQljc>1-*;j`weam3Z(t(co
z{f)B+YFoyFrHwADO9UAM&#Iu#R@v@q9?obQOz)e`tLqAu)~Bj8VuN01v)I%srCzV$
za@lMyD?WY;BKMn6Ewm232W0hG{2m!FP`@^8dOm>!*w+>cu?x8wo!T(InEXVjFGwcr
zIjT(zO!16%HjF!S3SVhpLXyENgXIP93(thsLWML6udN=T(ZR903H~P@)R^gjZV~gu
zbTOKk99}89hdBI1p)^@z<S4WZOdHdSWtdT7Qi<h01o+YBjD{U=rU=<`STQ+OO3VkL
zzEI0pKY$sWw{gJQI^r2v%&TnoM5}bJFb{=pkY0sNs_Fr&*3Lp$J-=3uUTNg4kh;%8
zK~Isae!w-jn$<Suh6z^K2=<p2-=%E~!$Ak!u!=4twiHLU<qRxF77rF;dN{Eguv0JQ
zi6d*liS3yS`}6u2QoASpBlD4_u9V_RegA}~bJ*TL2T_y`OvK<~aBLeYty2fqe9dEa
z_(+&t_RP84Cv4Rn`o=zMUAMV;$kKuh%2|8+w55B&KDgCAxYaXrINUYwsOd2vpI<X*
zGke((V7WE=zJ-i|rQp<_yyc_iV{6ft;S{1FXxWWE$F3P)-+Xv{TUO_!zj?@oV0`nC
z6U&M9efIonJux>-7h>Rx7+7YptiI1u(Pe6za`r6R`<7kpQ?98!k&GfmL9GE(PK48d
z#VBvpVX9cwuEUzD-OJIK=z&aeBwv+VLDX4>^2FehApq7l>s#Jmyyw;K7vJByvTvZd
zFTDzjz<q`P=C6XE9{lMD{8t@;ZATZTcJ%FfZE0}1a&WD9cv~5+z4L{wlbKb$zTy^J
zMVGU<$y(jxLZ^1qNU*%!XLgH9ny|m@?V1NbFEX|(dvGm+uzlA=W>t;TV_;<Z#0B}r
z%p6@#k*T34wYlG4*X?WU@iq5&d&a_D!)fgUzV7ukldkEUaUjK(qTw8QI9t{=5}e#t
zJiotca(D6ID*DLs`<5behe5q4?4HGYGt@Pm-ansTSYs}zw2UuA`^N&aYq=Fz&Pr31
zT7-ovPL+<=VnXYm5M9HqI&QNX2n8Y963Zo2P~6d2-Di_PfaM9uHF8FSii2f6LCkY#
za!JFAAD2`tCZ0Col#IK?!zt)E=JeQw9aiCxU)|=GdpV?ZDKlNcZS`B*GJLyx8sA!-
z`S`%L6G!)+f9KVU@4tQJqjxVKe-DD{@`;bHo;ZH(#K+f99>0F_lbdHx-8ggd*7-Ac
zE}g%9@!ahTXK{V@$Zb>vo<DQ#+?lHgUY|IA;lzonXU|+ced@;f^S3WwzI*lB?F$!g
zpFelw^r=f9eR%w}*IwVXbH`Bscuhr5c1EMmRiIaAD@5rMZmv=YY<oz;@rxNzHMh*b
z&yX+*G=e&dBv(uevPg9*&a_k3ZQzgD#RDcmHwLc?W;%-k<4X%-B%6#xy*hrQGJb<5
zag&1@8%0@<j8-S5wxLyA$>`Q{fRPUp_E%gwI{}&bAR{iyNx=RBCb`JVAt8pt2>Z)I
zPmsoMlE!UD7~V)t6voHM5;mKXVy(%sxk75AS}^8NHEKjn8d1Gk*lCd=1=nejR;&5h
z0vZf1sIN=`tw_PG(1@z^;uedn$s(yYOREeL51+22l0+1;oSIyaVjn6m+C4IOZ2Q*t
z4jnx8_FHE^{NU2blb6q)y?XJ|t?M@tYrlT|`aQ(!iG2NoXKRVDs$h0~O{BUWKmG1|
zj2Dj`dn?T!`uX4e{6GGN;&He`{exeA@#SxS_j~we&|MIAm|zljpv2ZW6wr8Ie18A4
zyLS)+BjBqyZr-_d2LUi}TkqmR>_Xnb_2y0NMBc^-5@X4W7q1Xk!U4N{`Xq3yr_X$P
z^7M(5XFvI5&+Jr|&6pzL1ymA~kQKY(c}mR2#7)m@>4|!Jq9|b#Vqh6^j+IT$QgSjR
zv~*EYfs#>e<mW0_86uF=612%N%H++w_zen5oG3n4mKdMLNycVtRK_gOanq$q#RgW6
zmQi5f`K7cV=w2FjzLuRKr)Q|xYF0wnBQGm=bdF`s>;nL~Zs9=V<c@NnA-2BM0iNpg
z&Z^0sRqbPu?wOq0-c$qwDmzkI$NcSMp{~h{@vT)ui>1v2*eQ!H9&A}X+B>(ewR1c-
zT54_X%SN?ONwcGA#E(zRF4d!Wnk7gKMD_J3nk+&F+tS#NzqYdd=~jbDtyU`ydZSvU
z(do1*m0Tp^A##r^ordf^9Re&dF`mO^#=#ZavT4JH=VM|C@E4%>0InhxhA95C1U?G2
z#mXd<Xrtgpu7?2Q!Pi0t46BhmNz%Ia6^pSWlb=B3xNIyy*8!SP=;$gV1G|t~D|7wI
z3Pu&qG@(DDO3hHG_@!9(go;CwA5eXaCb9X52176<5W+`3Kb$LpZ-X}Kk|rJG6Jq&*
zSyi;@TF0%OGfucPje}-HurN62TZ|UBn!P!q(oRD*$n%v7jh(5nG7uUsZZu>RDgD_Z
zWYi1lb<lF<9oD|3^r|i^=73mb!blGGTC@^rb|+A%_5JpSehV~A&#WJ0hK@<k;BshY
zPeJFT2gC_TzR|5{NQ4pt1|-xy?r9rz_D`c?z~3|D8(Q;^?#vw7p3%3MHnt-J0j<Fm
zG(d%FyG=vO{+?N9+pw*^%R0Oi?3s2=?g{j-dAb+9Et8hM6<g<=d33j@dD4<wr%H{A
zirTa_1IFT3UHy;+(UHbsPv=zX`1b6@g9Wqu@Rzv1b;3Th2I(H^obn?1-#HQJobXk)
z8QR922yUT?yQ0mQSEa_zLVAH3nSAUmVrUpCl{btS+u^n?INA~Y+8ym*41<_~qlBp<
zEV7aYE%r>EegSq`Q!^wEA8y6&kOV+5yflTiy3$5t$C!U=TlB!|{kI;T!7qXLj=wU#
zP*dOGuWj)UPSpIze=Yp<%%6_H|Irb6>7}jH+j?Gn`{03NtAmSGT{BsI%Q<7aO0e*V
zy~X+=U*kw><A}e!-BH$VukH7gwmG6TCar@F{4%N-`&Tjm@|rnVGO@R4cw4k(%s;)W
zI44t`@0X<-7#Ut!G@`AkPpNHnRW>^7+gzOkX}u%C!O2MfL<a5*PiM|<D{E|X7nW+%
zLcH>7{p?!)<Z^U+Yr*`^f~A9HTVJi8+FLTczr1ZC4GgitB@8i(hL;Q5MnW~s_R*Q_
zt^r>~m9ZdQk%4oE8Wnz`Tq(0&$8XT`as^c6qtKc?=9CnRk`Y-)9=_ekuK>hefeNAI
zZmXmT=<L`{kP5Q+jaF)GDvK24kO6WZ@u)f+l3Y16B4yUvWJn!X*wu|e)c+Oi>Z*Tf
zqW9IwzV~-6e)`hB%OAXT<>OyoJNfbT)1N?DeSY)$gWI5^-+XZI&X=D*cnD}GaGiH<
zJ-l=K>-+b<x_|GRFCKjJ;Qr?~u6}*z)}#BMef!}4m$z?z`PtovpWS<K=k~qZw?Dgw
z3Y&Z26+Hax!I$?xe|Z1Fm&l0U{|wLh5+8atrn+$c%GuMGKl%7P>YI-qdUI`gM{n0?
zby;;rAYf2AL|mVghft6WWKJ<NUng)OvL&KLB`nZKUGzkd9|{l<Vw1rEgUw~8!~hW=
z<t9Z~WIsJo5w}qqx539sP?0tSIq}6pN-;07MUJE#4>7qAD>0i#$>x%R%=kPW33QGE
zULyLt%S1^?%4PD%HfmguN70gFOq4i1DON{`HB%D+qsS33a=~opB^QgC?Rs&Il3yz4
zVT{;jmNpp#fREK_gtZz$gH~9k<TMz?B}!hER#d7M)ak{QT0x0U5LNQj$s_}pm2NS#
zWM{0jHodes`_BHopS*GG^n34JIPvM_bLX#JMv(m~)(danzH{@|Z9;Zo_V)$+DCi>~
zQy;>t!psp_`R~5}_2o;~L&5Z){p@G|M{k)wKUuHQy>#Ry%q#K5iRjn*BobomU-THU
z42h5!F!=ZG-i7^j^ZHHvG|+;C_PPt{bqhb_?K^}62AA&ojayfd!@qXp%C#F1U>JY`
z%6k6HSwek%`ss(Sz1mq)oT`<(WCF90yYac_;^Fpec#ghhqb51d!botk$(c&73t=!m
zBPeC(DcBjp<e(raEXL+<lAlk3`jU}1Ny(c;iJJroF@m@)PG)kDN3$^!J-lQ;KPekR
zOP=f%lEV^eww#eEqvxtvE?%;VMppBa?PfuJOIm#w(((lh2WsZ`)y?j$#jf$pp342d
zoSNFzuzaL_<w#raTtRhDTEk!}Qk}@&)ONcfh3foD%iw$g-nI?Bf&Tg8g?%jxdt2uB
zHdVI<r3$vyrA&<=6rI{K8Y*hEl(d@RM`^9Rf*Mz8vlkh#;(BY(R5V)b@9b#~1bkY(
zS*6me)mkVqokpRM31t$lOe$2WR53A|DHMuSE>5N<L4B=HA-B+2i6DSs5D5}KDJdo~
z39+s%m_nj*2t!6KvR+tk)G~m+M_TNK4bL&Ti9`*ziVBxZuBY4m0x(V$dh9<Y>8va@
zqDOX)!On*Lg>$+$EDlH2sTs0hwi1}BH00{TLgeAiE`i3(O3P7Tx2UKAP1#cHDnb`!
zmB<TfRlW=X{t3K%ZjCBbAVJGd^O(7F8p{X<AWxe|-L?HGb%Wl_O0_>K@@0#}YN{_=
zj-GC`?L>-{0O?}{2_aY7YRo8+W8Q}dR_hoJmnpx-9Ed7Y(s+pd<F97GxIlfM*cvIQ
z)nfA4I_~b8@$}54Egr5w^0vCiFt8fHz;0r9Hq5C0#X#Re>eQ~R-r2z5LU43zdgn|^
z$D|v%smWcLYcEwakEEa`yK~Aty(@Ek8=e3amp8k+WN0}HQVL17?s@mb-t4~RVEvE|
z^T)|O8Q8%rY18C3sM7L9P2={VovHn6Y1mQ(O&8>@x?Trr!G~56GAS6_fh<aRa3$C|
z<>{RCbxo$V3_06Ioi$yireRz2sH3hADSZcW@(ARk1l(X}0;HB#t1fI**AAFEW*wa~
zmYIE7)4Q{<kBM!^+)9FEi#Ba!^Dqdur;4z!fJUca6z~&sYD5fVYtw+YZNxvjqhi;Q
zz8jyN`}13SW~H@nte|TsduHXQ;p3l=%1?Lxi;uw8Jrj$&`*s|iZX3?4?@#NU&&IWf
zpqpm2jHLm2T0iJoZ*{a{<_I6GpwX1yX!d4`@rPKnMh|fD=+3O!L!~nZOQ-f14XmV3
z?#UZmiWcM=B6dNpOIGZY6{g9`^9+SKx{?B8ZMD6n(bZVzZfx+hwWn5BIYX(E{B%WO
zma3viKRFs68TNH{J0=%0m-iH}9w>pYHMtV)nF#gIWlioxS}YGBvc84vuF+6)tD}1$
zt)bCTl5fcOiala-sYwj01hz@5SzM{&mP*<6N^ZNJ)2d;iHmF0-n{q4Bot-ZNGBl}1
z1E7H{Tf(9|{~VZ92Feyoa$E|7<YQ5=x!>qeg_Jx6jcgaNN?pd`^4x<{!yg{ref*_;
zpS*J5)7K82e)FXZAHH+*%!$vgT=?SF^)K(;esKH7gF83BeDK*fUw`@JG0wpcA3yr)
z@#AlBef0IiCy%~<{PkDgJ^JS9H(x#Z=BsZXe*XQVZytYs|H)SmpMLW-7VRG6({L95
z8cxZ2931O+kG_2Z+SH>*PaZwON3n*7XwjoDzx*2Pb&RbL-oAVZfuVaCWL-Re{miNB
zXHH)E^!Uj)Uw>oouC<}wfy$B+zsD&TIfcw@4L@7OOP6s{cr-Je<m1u8d}@dwsnS!J
z@!)!S7ztrE*$s#UJzh(~u3`*w`>CAxTrnkwM=Icx(ZtlF<6+$r>dQoqf$<e#CDh51
zn`FsVB1)~CRxPKs>NyoMYLS!%em>R#V5tGYYD$iCvy+^3Vx<wVFQ_l{5Fu%nEu^LM
z=>Z-s7gR1Ov)Lpmk#TEP{4TS!$0n};O2Q&<0EJA!N#iB^cvLfsj9hcNS=*Q!S?p~;
zx;X#J_H7@&`YLqS#giv5o<4o~+=bgWZrvruc?fyk`3yn_s%srrPxxI#Iv$xUV#yJQ
z_SZlBc=+&3i3z0t<lE`5|LU(AYwMq2G4knC=sE%l_RlXGd@$@nevR+APNX0(_^2iN
z=OH9GVAz7Zedpdi_+a;Mt~+43y}mw_ymI9lGGOPh1&M~DGw0xdAp>^u{SWrd%~YiO
zZ8CvHBHHx)a|xR_B*ku^#cgD4c|nr6$p<;DVB5J=6Nl>LF|y>`EEzjpOmlG(y<Bn@
zS|IsUGcBGU_X0EKc~Qb<Vf+?R!WK}`tn@?&n-Uf?pwA<6TDmMbA|Yb@9&VD0n{4CK
zb*y9|JyF0R*-|8pz2TANqRH(QTVL*)-c>iTqkQGX_W1)XxURm~wQ{&)ZeLSfZ=kfv
zQq%3M@AD#E5Bg|Ekv_XbU(w?0pU-O=3{CH@8Q)s6dZc}Pty-ZGa5xO1h@&-$@~fPP
zcoj9K=xt1`g^^$5XdBP1>j@OqS~|ybG7D02qT%%PG`-$zG+3a$Oa`4wDPuB{m2#m{
zAyui=iEzH+V>w&~i%rEYWK7HkCNghYRx%?#o)m*CB^kPFO9CYZw*Z1|-m(F=2!`Pn
zW6F)2Ur0hhgGYqgN2!`7kR?H$IRiqygN+%b%EYv|c@{S^_H<}4rGaL3bNvx%II2v~
zSA)~#O&7yaLDP^kAjbLt%oe4dUR19yZ#5S;m=H9I6iTy86eSHhUxpCo6_5)EM^$zi
zvMS|ZFVyv$t9yX4vNR2+0PNE~6)tK7B*BacrpC(jM8pO4MvUHq*&@u{upo(5M|fWa
zwK}XhG!8iG`yKUt?uLFp5ItC#M6pqBwWhE^2cT=ujK5>tQ{1F$ok{`ty|&-nG41JH
z^bf2AmtHDed9?)U3t0Q1t)ZTU)Yb_{|B|<L%r>$$&^40+sW!Bn(K_OSPc^kGyK}~e
zpL23|_QcLCj1GsEqH}x7n}^-qv*CfI^oc#WgRAL{L$2|i*~>?x%P$sThaId}&?GAR
zbd|mOiG7(9dow3?N02DP{1KE4G?=tay80IV5Pl=u!ZZ8xCU<A`&ZRaFyIM!wU|dvp
z8mc<YV3D<sf?99Eh!#2jK(-jiALZl4%~}xk3mdh~Blg-JeeVL?Jj4Z2iLUWy2`f;3
z)M$`ulC3^MLaU85g`S#Kf)t+tIN5?~ZTCcAXg+)A!M^+VFaPDQ0u&#24i&WzWc7?j
zj~(0bmmm7+{!d5Xzv>7aJHCHzS7-B3dQCTIhyKzgUpOBWh_sQdB_mr4M|MO9w?^v+
z1Jymj+P+X_m#1mepHZSjD+HpXmA&5SL*@Oek+I#`vxi`Rp#~_kd*0u-oKcSiSFttI
zBTLt_vJLEro?Yr!R)kcU7M@v@<kfHkdVx_)Gt1Z}G1Dex_#u!oG>uVxZA8^sV(hB6
zjC6R1T2jg~<x#(=BvanqWN)drR#zM9T5X-fsl9{2);4c(p`j?x7<P-YOq>dvxXP+1
z(TH+D4b}0gG~5yyyGqXP(sR1?Yyi>+t&$<D1W@-fIjdaFK}rg{gqq|;UM#}lTYNYH
z!JLuviZx;vNJ?svUBdMnRBgq%yC#R;IkfkaH(x#d{@WKm`S9Y2k1l=s(XGqp?_R%h
z|JDtl&%gQdi*Fu&@%6(mo;>~ry6Y)U#*ZK24srkSH{U+`>bs|pamC|L@yNH|JbnD_
z(<hIgVD|ORH&377f(MA$HU?q8!@Awy|M8E1`k%PPQ0zCj{P4pQ49W0OJn``pa1nr`
zf*2#%>kl3f!!1nKK$OB@3+r?jFWkIv{`%R|cP?JI0dwrc#~;1+@{yIf`PSO{kh|Pv
z$kK?s0F6L$zamzum}6#A(nO2`tsoTuRWW_sufahJa423j$x4q`lQtv76%|uzG)!Q`
zx^=u#F}2$$1Y{nh2*@WS_UmM{CONfQL~c=FI*Iyhq82lUPcD$s3&kjrq+=5ku3A_?
zwb2u>+nC0p<O=EaY5`dHc_N07Nw(9;ZWcAbrIxBVC8*ezb0C-jodA13lb;M*tVGET
z@{>%o1RXQkqfwM)1V&owcg{_|vTx5XUw-A|H{Uw_;fEJbow|z2EQHIo>-XRz!SK3$
z8(tTIm4NN_%=m%;g0x-NwHQ0X_1dw0_l6fX;!X5F{>T6L&%c!r1|wdVCr=5P{LQz|
zIA92bL4ZMZ;ag)CN$fwa3orseL4fcd+_{4q$@TQt?R$`3gkyL8`sK?Yv4X~W?b4NN
z;Nqhcl4#{VdFs=Tj=%Hbi*r34ext@B5yowLA#uwKl(-kzq)j5q7G}%~HYO=3rl)Wz
zZa&S3&L$Dd$4}0ZF+woDc;rk8Gr&#8$_A>sd9g1rH$Tsc*`!K}S5ji-q!>FV$-}3H
zC5(uil`2dE+AB>&$2O&ron+=yg-M$^q>W;BqD)Ffmr%!W7Al06kF@T5y?^UVy+h08
zD@QvA=JO}ERZi`!SvuUh`>p=|`5a_#LV2pfI(x%FsIt>r-jb42YRN6Pf)Ld>m^!c&
z?U~62YPG2^HyCl4Z5oYUDpPRH4p~ONEwjjwUupJ7fCaD&E){f6q{I8FYDw1_R2r?)
z?RHztR-?hd7qAiiQYqy!i9n}SNJT;(haDTc8SJklY63v_pxhhnA|$ftti-s4%?x%T
zviHgKxMxd|P+YiTQBfeFAmW8~NJPa<4!%EKrZF-BVx`a!5+ef`Yw_~T9==4K3=BSE
z_BiRQOblo+NJNM+_%KL=d%_|h=t1a8N#mykBqkS13^{Tw6@Am7uvT|@flCFo9w&XY
zNV@`jB%sjD*fL_T>9L}Yr(wv7%|vh;vdZMOeYV;@NBw}is>6w>IZBH#xeMe<LHEK6
zWM+{9Lrhc@c_X5nN^MP#Bfm=DHtMVEbvE|9Yq}gL@&+^vQ2nBM(6r3;{Z8x>wvV}6
zuw2=!sp>JdPrHFm9oib4+LzP69H{NHG!9#u$6P2Os_fF&_8D=lXxG8=n%SE@xD*~-
z${1OT^vrr8kkDR)&BwvjQ0s&nBf^1&aO<eMW769_lQw&xq<=Yma5ZiINFm7c1B<?n
zDSOKp+%w=H+`Y@bo)tGT|FZ}30AHOulsC0IXJ%gkU|+#}F+%&D6V9PkfB%wiaK+m;
z?ra<PHV=bHZ$f7`uDMmp_AzhUsH<<mU)^Z|n8N1cVxzOXU7K5t39P1dG^KOWRoAEQ
zU37HKIq`geJMwF^;XH-iC-9`pTp=M)VAvJSDpq@f{IW(}V{gjDO3wEE&9`r#_+Nhs
zw00M_4Q2IDWgmKF@qhj3Pmla`1pbppVAr9&Gu!$)r*oPH0;7wyJrk8h4XLHApwNdp
zrn6he(mSRjwLtXL*zsUNE&A@g(Mr8LU97dSGb_|}L;itn`Mt|o)BB26Uu~G!li#-z
z>|cp=&4ruCycHeJibhvqt}(|W&9RHB)6`)V!z)Tol`ukTeptoR&=Vy|@oG8={b^}Z
zMuCnWlF%_j$x$%#)J!Lr6p+*LDXkgWVuzsID;_K}mj}hAAxTxXyraqjyR0B;h@`1}
zI%bVqR-omE#0+fT*Xl)pa8{@|wTN~r3EkD9=d|g0-DY8hl!37qOn^!)pE&h%S;B-Z
z%A|M`J<-FZ)mb!oDv6$vETfWjVt#W$_O{W!H}>s3{`Tu<KYH)V=@Zw_ow|GV@`GD9
zKfiPP!QI=0&Gps8Zy|)fM(GT67i7^_Po8`Wk@VenPoF|>ef#J;EYUrE`u%rLzx(b9
zZXvqX?|=6g7eaU8lb#~=4YI)xzy9II^_xeJytH@k{@uIx?B9Rz?YG{!c>W?hlRy69
z@Baib_Uj*>K6(26_uoT<L9l`PiL*OY*&_%szzy!-{{o@z8#fRnLW~;?(YLN#xq0~#
z{IR>&uiZL-_R{eWPQ3Zrp_Tc`_U58AUr;Ac5i)#YW=O$z@E9Q}J5$E;a+7?37_iBy
zT$E#yvH?9)(BXX*^2vpQq%0mei<@Lkit{iKkV8pOJm!y;lB6CjI-MCcfV<j6oo0TO
z3f+-Oxq>7-Cn}~vR@q>wF%#0j|5R}6ps7&sEoS)H6mxQdgNX`hYL1v%res4E*QhwT
zB5H*aFCQ;Q!pc_gEUYAph@0thv{sfaOpG4fx#RUChrz2q`Qb-ssYXc<e4?9Iuid?M
z`|i!#*eG1jcs&zc#JV9|FNm)DnA<*lNRYW6ef#~dezSMap<n#`7yrrk&cFKf%#6sd
zfBozA*9AjJNNK3C$CyRJ?ZQuh7Yn`@@dFVpkq;rgfMUJ-*#rF45MYD`yL0a<02J2&
z#=sEr2Gkd>=hs__&YeDU`qNKOesbc|4?cWl*N(FEpi#t!@kNP!Avu170QH5W&B-w@
zh!Z!vIOMRH>g7`mFdiXpS){NC^+Qa|AJh1hh=`84vy(xx(h~V`F_ewZlQ%rakKZID
zZBo+W^vpy%2yEPBGdsyEVR<AB4J%P6pl~RgxU?8CGu|Ld)+-oNS(02s&nY!vjJR^N
zZT~yd%ZIwg*2-6ov<@v753LlAZ7bUIR^R@2``afnv71xV9Ri@HqTN&3?ym3lmp8kc
zhXeU_AW$J_UC=ff8e1)C?8-<>w<^^lk%%i-@O>d;M!vDBKb&2h;tuGm+kG`%PHgma
zjO1rTJz_CeE*Gm*s?xHmg8V$2)x_hl)GCEip_WM%2A!5fiX)NZQ17@UZes#zb4G#P
z9Z<!_Zy+bdGB_k?Ef$vq3M(2LvDJuxJ&+U_5ki$EQMVwhl@?JVxCQo?T*LUqbH6|_
zw>vCCYc`w{1off5WSV5u52?)zt%V5zhDaE2pvc|>L*WjK(FCN_QvvzMhNI0Z0Gbug
zDXg{RSDXCVfF#HYYV_Dl^yi?{P>zs%!+@h@#D$3-$X8{p`be=Hf&t?~j5}f1;M0-w
zhfWLRNwO=Hfn0fMo2R7N2E4pKDn+IXh15WY)%Q9OurF;g)peuM$pD-Jpja5U<y2^h
z9DY5>Y5Eq3lNndtpuTm|HnuCh9`Mx(Q1Mf0`i*66nw)Y)Wv3ac4-OJSXf?e?=%3~x
zN6$>!*tTrs#M;IQIz;0zgrcQq-aon{*f4CV?lsr-qdq$gmQ?o~sHYiNlG^%4&G^nt
z)bb9k1lp%?$}l(dyE-QQUGu3+FBdGm1b#*C`0nV~&dB`Xd^m5jhoTrnR&^RMVXSP|
zcT8FF1GG=T#B<bkTTsQASFOq}lj9aj3{2F{2~T~msj5>CeFb7_d7Ca=B!&G2&R8?L
z>Lx9nbJn3XS8k;ONPO^ViLD9;)8PYAgedj)qziF;a?6!vO@^U`%-t__oj7yoU%i)~
z{c~bv6eq;7g|dAwF8rHM`02r)j==xL5x~j&!nF&db3LQWt+iMtYIHXCMEWLc8+xO~
zO|GIwdtRM2zup!u(ua!-sac4XN^`57-U!|T)|_&^Cqtf=t0`<WgS^_i6aiIr?ojo_
z?&9u+0Pw2)tI__|?D7tCQInynE2Xl<-Ov(ftZ<ch#C`?UDIllH=z3;+KupiTpSm2H
zhE6iE5l^Dy?4L%Qh#5t4Mx~aQE@T7+v<w+NTg$5V$m`s)mawWZq-YGv%bdJ&kEk|N
z<2MWJa$1U*Qexs2YdKkRR;GeorsLP@_)uTf8eWi<h=6^Ogj%VfcUwfLTmh&vSITy?
zlUbWLC2!ow*tCHc8>69;)1-nlsZdBt;3tt%t;V_j&e!&AfB&@?&wTjqr4t|Dym0pJ
z)k_a<UH|;voi9GShg(=)m@0vL4)i90M<+}vLJ2`-;Xb6-6X>q>%lF@ZhmSpdcEO|T
z7kuPbzxowmQa}FqyAR&`u(qmJqta~Hu;E|5nt$^*e-j@UpOGHfw|n2`pMCy^Km75B
z-~9Fo@r8f&-FJixBhK>QK6yr5C+1qn7(KvL3(2C-Zr!+j3p9hP*Ki`oPTier*KcFF
z?%LJ6*Kb@uclN_qj_#ZpZ!ONtv>H+*{GeJK(aY16f;2hLD`M)X@pdM~#Uke`*jac{
zxRe60zqm;$)C31L5rbMy;uaSzA;>00d8Bd?sa~EuY!{5CNZO2?5^*wSyVYt|zBsAV
zE{@2k4h%QBBo{j|OF}P}GvRK9Ig~sxGnGe86Vjq8R<?|muVCa#=-3Vb>8r^kE>v>S
zj1y8zf+kIEe$H4=`<~UM*Nz_k<y&uj{K5MGVPPfk;<<CzuUvuDg!H-(rs<tKw{Kp5
zhLpg8fHjC|BQgGi^da^fzXs&%$<yx+9eR1g3!8A9|4Ur2zkI!Vx_j`N!ssHj7cp-}
zXAz;q@U6kRcxHS-e?byLdVTib3#cz(zzFpP<+v`u;M?KlLj3;9RmiX#@V+iwymI#J
z`SWMaoIZK-<R_ne_{OoZmL{uQLW<c)j(H(DZi9#(4*|xC-zX(-(Imw>Fhu5)om|lV
z$tkEEr^n+F*pF$5>PhHMdLn{eb_N9u6Mn)L9s~(FhDF*WrpN1qNnX8B#v&`(WSG(#
zAz3X?))|<QJVQfIraw)k=8?2Qvf09c-VjL1foyHZc<%Vt+P!a$AAE0Wc3=I-T1n4r
zR?A3Wet+%0cX|(gFg$;_C0YSd;jZcSqi!1$pQ2i8btk4;>18d}hCUA(UIrJV!^@?S
zJe%8V%7~-}(w(`bzVc>oWwXznYAmkIDX#T*Oof|=QPo{o-&yGPI~-1{Mx!yCthqVS
z)Ks5BE>kKMHoI4jDW-svNQy<i3&s~YDMoGJgrg>fj<a#|^MvKKK5$H;$8mUxG9?Yf
zdyzZ|XJ>d{JP{f9ReGl0#?#wS04+eN5N46!<U7(psuzI&pf(aqjv{4}*2WbnlL3(+
z954d|$Ws&#p^XS}FMKuBMkAbWbg&_uj43>cnughBaRcI5QgjLBSL-U;Y`{SjHKD0T
zi`0GFL<+KAfUjafFPtyI7%`YHOU;sFsoWhFdNTNVwaUVJ4ZN>lo}#b`)z$d>SD4q}
zK<^<sgV1W7Q=!I&U~RXfpjrcVC|VamwSvru6e|$!DrwReHE1h3fWG&P?hMTyF6dnj
zm$Yhfs^pnv((+DI`%DVT-P$Gsjl&KM9DC+mNV&I+Kz*gublOMPa^Z1}?~Dwr1VD9Y
zoiwAmv8u-apleyXsb$R9GZ*Zdf%NhKw>5Jhx_Gp7{_wiQ+8L?sGg~~Yv}|d|WO#g6
zNqMJv`Q@^OBZX53a_8WW?MZK&bquWe7Y-N9?ayt&?q{#Db<EleIoFp$6eRUnYI`gd
z?S|q;4Gt9GsKt%?+8(gQv`r(Xt~qN_gBosLv|5Sy9M(KBRBeU&n!yimf>Q@@2Noh!
z20Bprki>ZTQ0L@G<J5F}`e&o<!-4IGJCD7;{V(6be|dlZYx}3S4U8_7z4FfPzkK|s
z`#&9l|M(FA$m<{e;U91sICbLGj$NyZTSs;roL|~EHaK71JeXP1;A-g2Z0^q~ZuB(_
zfi|C7Kje;-YkWC!Yf$3ORE7(6wp39{NQTn+q6S+yUnA2}gL(Sqk#N^+sBbCUGL|~D
zwP^X}24wG-Uap-!SOYfK=&r(={uBW1b1RJ14c@Y-K4M{HTG_>EGM|=d<|L*GlQHQC
z$#@<SGX%Fp$8ifNn45%n5J*ha0q03sFsWde_&FpeGcLfVc({q_3R<OwSEyms+xTul
zf=fV3;U)y6)FM4MN5RNcFw0CrtlL)__>C4pAy&7T2}PphY89(N%SBya6`F!Yj5HpD
zykTSF3!t)Z#+4TrD<YAY@d?SXv0N&(Fe5xSGVtQQ-S52i@|jOQzINf<%}W>V-Mj(C
z1#9UGB<DYW@Z}c|h`t$k8bn0vnWyrIP+Wv91@G%ycwZ1*u)2Qr{r9+i=7vEt5zf{6
z<%b`B0D@rK+IE-I^W4v$`}bbWpZ)Bw{`#-}`q@VrbVhe)H&*%n^v6H_>eoN44=W!L
zQ_IH)j)B5XloPJc*HBkToZ=zC5G%rD>)!1<NEF?<b`1feyNIJ-zH;}<<p<ZVKDd76
z-sOuIKKk&;w$+Y`k_a%CLbjTnY!NUW0+y9SH_<6x9yKCn_!x;HCK*TyZ9)th71g9I
z+?b8D4bR)D*kPpP3ln=xtTrvZ-N0@)amr-Ll?rN+EV<pnt2c2StavSDQvoEFoSuu9
zM#m{vv%)+|j+9Yi5QZeQR6$Zmn4Bf0N0qEXEx%YN$dIw@d|I|u9d?>}nrgSrPrZ0x
z&pU6v@%CG99Y22jG}sVl&R)5E`PzCw3eFMQd@#wokN<pj7x&?G;Q&B@;eweT5&c5<
zBB8z>UAlZzz!U#_NBckd`18Mb{`FUn{rKaLkbHPuAd88KBSF5$?!^PBGNjLN2S4R!
zXn?$r`27RCK(}sUQhJwom2TgACd1Z;s1RV+FI~Ed<;Sz<E)ob<04P5F^!WSl?^{~%
z8MKL;U!WrKMcTwkiV@RdCCPEh<alPx264h>CnwR5-cLbt3WuD=M`VtY%B2MP$r(bb
zi%H6qvQ5k+vw&_<a*TRzX0C+^My@njrDCd;Ot)91)-Yw#WW9lrQ>bYg@C`2Kqv2w3
zp~UZ%%Q*=~13SCSfH1ky!ObbN;BU9u?oiVpf;xGfQ(2>HWqor6js4+~m6EZorQ2Tb
z99k=i6zlLyqoBqH41Q`RVo@^GJEF6%WymwQnA10x-!YX_(c(`HSvvdbD(kbOr74xI
zzPwU<M#R_B*3i&V3fH}H(9<@W)j3jGRbOba8Z=t1*=$v*6%vV1qfwhpW<HNA62m<c
zfH;AGJsKX9X|YDTFg0C`&=-wGN+8E<iQfnSK9iHc7m<}3hEzqvz>!DrRO5{fq0K8n
zSj*@n(5Wf-BSe%0W<H6snaFA9Nl|8P^KvXMMD(dz2VbP5Laj;ERD|<kg@I;Zaj_A_
zcldZZ3lrVqa9YsWEm6@N7<+{T1+{wMJwb=at<;q@JBk`0Dr~3+g0}-q7RG!v-Fj#q
zi<<+A7uNcqyYg#|p?n!8Yen^H7&}=NaDj{^4Q8}U<L5!+58(F5(&yLdQUQY<@wE)O
zq7~YP{!}nUG2g^s4wFi(Tjtlo0n=1<8ArEguDo20-6*7aOInSk?Z&nVch`ItIvi2R
z*t-~P9&uN9>001@^<eU7?3zk#9`g3hWweeuJEu~5=iPk^Dd^V**a3~(jiV{}I%w)?
zp9&1E1SfWcr}t!yZqI0&^o;F_F27VYvp+huF9SS{NU6HK)!M(1J9n_Wb;2{fKXdj-
z*5Ec@`>btjPiS-}qW)=UX&hb&qAjRv+Fe+uLx*Pbu(P~Pn_HzQtknWP3wI76eH^ax
zRz3Q%2UguP`_ihqwO9xR$`!-M{2DbhVc&|gf5|<v8mj5E<&^1kc8)+s5y~id?J^7H
z<xP5o?gnPFXSdfJcx~>?<qyxCA(kBf&C9W4dxjV4CRWRK9-jI)pYYRzKOKQT9|5SW
zXP1Bar+@m>pZ@gSlkd))I6Xc(SzcTb^o8tZr$(g+XIsaYn}!x^x~B@-M{~wk>+pNE
zaWLF47_1#gE9*=tZL?Q)IsG|ui<fT?Nt_Y2CsXA}!?p+m*@pZY14~E}t7#}=YZ(dF
z^twBy!^7K(ruJ2#z;SRbV{k1zy}xYwVAa(AlJPzH4THYY21il3B|lSBnW?PEQB{{1
zb3(GHQ&eUZJ2~W30li2s&d_i?lB5hZBVW(OtRz>=ERr$Z%mg=+k|AV9u*OA=cQX=Q
z3{ndAvsefbB~+;BS;E9r7N%ga1u|NVQIIO4nOF%S3AIqouCs{i%zTt<XK)g0<g^Z~
z)TxMS<~%V&9>0YZvnB5N7m_w@W^Rc=+=CVyOCh>SHnXV7#nGJcp@Dt7cfWD$^%KXB
zUmyyRFWtFy<KDfypA+<e+o(@oKcgbU{RN^tm^s4o!bA&_3hL{b(1QAUN~F9VLx8~y
z`R;o{bm3!AUwGR0-~Z}&zy1B&Z@go-I{y6H{d;%d&;0G*{@q{w?63a(1X4m`S9=$<
z1rlNSl7#8@`02ADCJYx`p~Q%=IgvKUN&oY80d^Pe5H<im!+h)JjeFOx-@kDkyP2O|
zxp?o&CCD%=U4DM!+Sw1^JG6DVp*YvARp_`3BbT9JP^9Eo11-VFNlND=r!pyMs{yW4
zmJov`M@jrfJ!NwmFQLK2?6Pxu?c5dvv(v(9Gq758%sLGN4NBz(j*}gq$|qGAcuh7@
zu8dKlW<{mRB`N}jP;TG{u$PBrOa(Vj&2tH<5v|BB=GbJyP>Q7_JAJsj{m{PMZytN)
z?YG}J{>gFtsyub-G|^Cf6}WhU8xNKjBqpQ`L>FEl<f;gb^Z#EEvnT#Rh|(`H`};aK
zTJ+~5`QLFztJY$qj8_427#fV=fUVOf)@Psu2_MoB7rZDyzhWQr&YgP*s$o_P6AUj7
zh!mKe;$J9)ynOXK2w>;VoreQ<=FIuir!ap!`SAxIzWLJ2g`qUcmQBeCn+3Eus4pgI
zlZ+O}jNQoGvVpzj1wCzxofYR`k}@RBR6f<sA>$xt%ittaa^-X{KS{+%RPZQjH6tyo
zj1-uB=?a@i5X#j@t5S1H9sY<q5K#s)WRW~ov{chFoI19x7(j{c;Vh$?5e%zKn^N3i
z8PKDikksZA<yEH?*13R1t?u+8KH5GSZ5@vEOy{<ZfbW+92y_2pNlHMPnyCupYO+f8
z2;RU9$thD|-E4TJsJ7dmUu$j~&8}(#G0cO|SAI1t7r(=+EG^0HXm2ej%griww2r0^
zEtS-D=0pnvN|oGdv#Hc-zJSMK(-r96F<2yGu}~=B@i>&Ecsi3rXC+{DQElWnQ>Add
zDAafw6QQpJz*kxPM5&63o=40a<vM`wSq3{Vlw<USl#Wy(GF=1&%*fW5xO%IAFF_@D
z68xyNs2FHdU%C|CHy}=MMa0)31ek`3Og=0xwUGhcWpi`PE)I4fku}13A9;SrRA0I<
zzZ%C)2e4<fLQUZA%QSh_+DM_S6nL(BZ9$!~Zor5k8nWWp#e-V&MTFqiB9x8}M{6n<
zLq=bg82vl>RT`U*qqQ-DdFYW;Ab(p>ZvxpqrySbMP}Kp-s2x>_Rh>lfP^3hGYDI7@
z%3Ab8tHJq$#nXF>%UW$YmFk*a08#z(M~a8GMxefix2KKn3|DspJ7#JcH8qcz`xk?~
zb0Od<+Q(Ab#_jzJ-tKAl$X2Xnr4Fq|x@X<>V93vU&_D##cHd%X>1ZjTon}+oCY+%6
zkL?VPY)hNm9bP<|GqDFy$Fyh#{tsrx570G});*unzvi9T6Q0?ZF~2`!YDWf;`$J2i
zt|@nUi=ntd4^jt4jqt%Ri-cqi<PfDxAbr7L%&%6KwG!2kQ@hg9XbJTdDv%Ndk&Qak
zg13%a`j<SDJ0tM@h<Kin!4s3QD4JO$1I@m7+B>;5cWGb4+P=YGe)`M*{cnI*-`UkO
zku|ro>g3gT|M$=Q>7)No9f5z*S;T+;<3Ii*&goY#U3vZG*XO3^8fzPKGNNvW$6<Du
zwI-!Rsg`T>YMnwNbEFuK{&IF{Z*$9VM$dG?%+5wEeGjb`j&3g+T+OQ=^cFQ+3LCAy
zEQKp9wRrdj2UlfA>HzyYd?XpLwo}n&M+U5UEWHUNib3D#_Oh7+wF^fZ2UfD1#ymCs
zu#V9VhGc$VczgcHc7W@P$F}G9FGOpby`_cvX7H;k^)+>t_WG1EmpmkAxVhw@hygxT
zP)ZNVsR0Eo2>B#uwipFk@+MPqJVu007CC@o8aBnxrCMl-vcyd~@}@!oxl~B<(YJVM
zvBj`W#55u#%p?VHDpzu9%%U<ar&`UaL#LrAxk|=FjSeuRMsl2R%jVeUo{xKBWBdyn
zlQwUT->@-u<EGe6n@Mr8L9eT~vwhp@%BwHG{NV>5oIQIM1$;Qg-@1A2-n~0$gZbhM
zM0a3(5ioNQHNXDq3yd0}zHqw5;E_1%5<xG*0b9>~J^9tIzJI2^2;GJB7mP4MjQzU5
zZ)oHC@azBj|Fn2DKX~{3-~av(2<j7d8==97`6F&&dl4nkUttM=NO}{Sf9vc|6iP#k
z;fzn%M0f5Yz4ir`Gzkan>b)x$?_ay};07VX?q9on;_YLjZB1D&n?b;mLHA+=EMWsJ
z8<BB*0-A|V(o+*L*m7`4c6OX!l9;7V8V$+&J-i+pv(v<A*3m1JNtNp4N)xljDGbVJ
z0dZ0Uic7;P*Ro61j0PjS#U`lIbBol>sDhED04jv<7Bh@OMygq5)+jt4cYQ<M-25E!
zZ*RQ$#xLJ}`=jF@o%r+wUXjaJu3#?^ZqY4F?C#vYd-paWygq}PA+8S|d<LyWIDf>Z
zAyFjs&q5RhK;L|O;QwRqy@MM+>}%h-FXg^O+RENR03<=8_uhL40T3h#Nf0CmHjn^2
z3HIKW+$ERWcO|V>)s}2ovTR9K*}kh?Nvmqhjy<`F(_S)@{PiZ8+?l-d19LN;IB}d@
zD=%|L^v@I*#B#wOK;qzh&-ZgKJ^j1C```b==ls|Fi}UjfKmYlkK<^Qv9K%O~`h`ae
zgxHUv!H~Cy@WOOBdne$oz{g*}r9=Y%;RB#piR9XY2iPG19_&M?FQ6wNzup0N;=P-1
z{@~s3fA5Xgzw>HmON3HV#GsVdROEB2i<sm*J~h9#=s2@9uPPVz*AYR<ac<EuSw+5+
zNp`czN>ZM=s>H{H%Ef(ACZUz^Sf#Fdj@8YQs4+5Q!ka=tVb6qXZZF>2Z>kTA0<Dr@
zOdd~Z2Byr5d(B%H5}}aHqOa>4u}q%~Pi(XdO#6*aI%;2pN{Uol11eY7n4=?Y#dtBC
zkk4$lEbhey=RIhwm^s<fHRdw9xDrj3$-|6vt6KXs*bVfzibq%cV=MmHfEJ68eUtTV
z{gznD+S+Gy24oyTwZSO&);ssl?i+0Ii>!c*4NL~i4rOg!tynB&19nfNRaBIemK4$J
zAjGJ3^t!ULq677XfIYdoNNJ!ebTs&2Fuve`(K!`JcHvt_(2FIk!1U1Ipc@^G`k=((
z;mh?k&`~G}qH{~}lr2(Lt1T?Zuv%6r0^7*m<F_JDPQltEvh=tDlUF8HQ$z@Wsi-o2
zHQ}3StMFNz6OEOIG(P?n6iu>4BwsVHtzU*Fpzd+Guaylh1pG9Alm|r->=2?5C)mYp
zO^XKRHGr-oQSS^eATu=9YG5U-4Rn*YPG+bwdYG7d+8T(OLhPFZaSvcVW|RX9*2Yd@
za@q{`bughsMy@@jZta)%PU)L_r42EDbU=g-M1UqxK+rv@Ylv}UX&L?)AJZ<JX*&5#
zTV}_0;_1-VlTDc1CC21{qYf@<=J#DNuSQl7Wk<n~wQt5axBw&6zIw3%<kf}!`q6dm
z=(>J%-86B+v3e!Ab**)B$JIV0MmDTxN|9dHpLja3e4&2nLOr;wGbcSLE*aZ!#|Nb-
z16nu@We)xrwkchibz6GYoSd?ZE;+kLv|w|Y-E^Erou$Ut%!>638(KMLH_j~ujpr(J
zH9Rh4x=>~`z6n5_(%;Sr_n?!G4T48+M$s`S8eTC>Y?!;o6=Dr0!c}O8gambm+1bpP
zeqpEKiRaf}|H<qB=8yBjR`2SWt}EY||2MDs^%edPJ_Cft`d@E<^;ds|=a)CW{|3rX
zP=JEGkjw7T$h8ulgwGQ5SRx@uBI1b!Tp^Fe<+9iuCY{G*U^hr2;jQnFTzPqZ@nn2)
zH?ego4F)y3eiqKPjBWZNNkzw~)*0jo)l|HigJG*M(ipsQ1`mJ~Iw&`Z5j}|X?P=^a
zn-b&tXumA8<KK9)XXR4I*oLPqEsKw9L0(PHT2Q?`y56{QseOJwIJ?_`t>pD5;xnh3
zqdlswq$)kGAD^-GCe<MuH>6?eYD+a$7&w;sIaSz~msb_209RMgqI{B>QeZ@Em{txF
zk*TWKLnj503};oDsb#2a?&ehZsrjP9!zNOG6ksAoxtdz4s>ZH;1<bS#1tTG)r6hHO
zqS_8tCAtfd;%*nv%;XYA{_*_7hjI@cKK9t5V~-y?cKGn|BS-L_N3V;wM%I=Wu0HwX
zE8l+QT@VZq=YH_u(MNdu07k{fk3ReyY%W+{sAdMo>B}Gf_(z2Lg6JZ$^FPH9@L=qC
z;Cc~rN4Q>)VfcSmgZ<GT|NQ589(K9Bzmdmk&e7w$+b8ivPe`w<^#;r3XV|37+F#kQ
z(}C|o$gu2zTMhe#aDkx2FpT>lKxB_T`q870zJL;Y_~6s`?-F9{!TnF)zyIj=jXQ6B
z@7lT3gRzKB$TYDidPb#=j)NqqEUGKcsVO?nC*{*ik82slR&L3JSCH|rlUj00Lyb!-
zqLPXZUG;#M->j`}R#pc^WIwkeBB-3T^GEf}UL~zp!)O&%HSsF_LTam)C!&;4V5!l_
zYPrDewvA4V?w;Pec=__n-}=_8ue}D{b^Yc|G$P))eG8TsK`O<p4hXG}fy{b{^+95^
z_!$TjD89xW^h1ao<h&rj2<4M~!`SiD&%ZPnEWeR6|Es?Ul~RS!KZH2EFPv%!FnDhm
zP(uY{6BF;DyKsE+8IigtHXk2-LWI5!;`hV|5;=TC^FF}j@y^}%;ecJgdF#C!H{W^p
z`kQFqe(T-0-h5}UKgq1F){1z1I+<Hr#zmG=TFoZqNvNf?f+LjUkFyGoae=)pJti#A
zRgel0{jy<Gl|?eu7Mob*MgiGks54mTLM2&crh#tiY!U`LfQpiKPugd8TSr#>LkqsX
z32S=BKD`kfn(~GtN*G_UgnDGjk(zg;=Y5G$d&i(2crJ^V!;@C3Ep;fQw$}4ndofVs
z!h{)Gbfen>>y4=e*VM_duSJ3#Kr|{EU96@KIfCdW55pf7jV`+r!$x>P?SuLxVZuAm
zU*-<VTf40eugGMUIh`i0N#tsjPp*f?mqRYUhRtDtw#s9(K$)PB%W`rL7Ze=J$wA}x
z5i~!7vr3|rl$Pi5<#qL8B}Z6s^!VfDq`WM}i-H@8CwH@p4*v>?ECl1x+Xy{|52V^E
zsjeD~uWEWRwXP7YLt+)|FB*+Oh%tKuS7XB_BSw=|MpqqPjS`W26$NFHNP-~?M>IuR
z>agmlFjh;o6f_cwlmr}%FC$0$6oU(9EFLDOHOXl;h*ijvp{0>P=-X@21np^N)wi-!
zi&zh|I2s9kB{xtp;)JD!_gra3Erf>!j4vAcCGlB<iw5t@6JbGOg}TAa=QsCBBfZi<
z2ZoH&-bo8!YnV2+VZ7K6NGbY^6eAnP-f7Lyy0d4-3}|*!r)Xf&m>ActU2I;t&;Ymu
z)EAW1;G(v3L^`o)LW+L=G`uNqa!NI_Y@Xch&g=w6mNi>Xpp(%%x{j??)AUKl%$_52
z(z$sRNX8b3Gz>0LNCX+#J}k*>BL?Q(c{Z~9d|P_nFt%Y{x#*kNbfxD^AiK_-s>k#h
zq|<>ZZDI&@>Hxc`9eyTOO6yp~l<ESVg(gvvQN?I>(_~sQ6fe{l4x5i|bkPvGN2siQ
zSZemwVf6sZkDdqv8VmzmEM1PS8B`{!)?N)jhu%qpI&Dv>rZ+vydx7b7@6#`w{MA3g
z2cKQq>0jLG{Pr79{yJCw`a1u|oPqx(wf^C6{^oB`S^}-LzqdazGS(byv6&qTsY1Y$
zaJgc<=W~TZo=C_i<QA97<<MD-np#>_HG@{isI8-8ADdKBQCwU{qpt0ao_ls?b+2z~
zrETZR@Y;p$`F+GAyCzNqn)?-@Ua2F<)jJs~Jm$4kcwxvAlByXc0tHp7qnSLMp(Sto
zpdp&pb&RQ6)AG!&Z+g$aakXb`%ZH!h^s=pU40R7EuxLolx+gY5KypoPHB9XUhF9!x
z#)u>s>b5uQ2dB-MCC9*s4zRCOyCGr|7#S5_Znc+1ZQ>*EU1_412LzQ4Mv<+ysF7XX
z$Sku|7x)<E2{FMR2yv=|tg2R4WfKi>svL3A(Yl<+J=Mj{tV(+wNr-GxO@)m~3G%2N
zf~o|s3dN3nd^8Q!1nCuVK@A!P(E*)*=x}*%&ap#>jvP9aOH`B`B9#<cG^(-mz?svh
zUjF7cF>^%c@!dOj;jzGA!P7bp0@(D$XFvSnGd#Tm<b=2v_?mzU;K+&}j2@wZeufoD
z<iDWCh*2Xkb0pGW#7y#k{0}_&noQQ;;G+~1$;H{lKl{@^hvEXb9Wo3i9F9Nu2~Za3
zkH(F}8%AJ+6-Kbc2mk`CJ7OpaD<=CfzNgQyNAShRAAz3nDKr?A7{2Gbw}>r+hxf7L
z`JES@nM(DzwK5sK(#WA=ZpEo6D9t%sUT{oUTPnq9hMZfkqRzBQ*89{;am84xd?slg
z>CpPLRh<szU_Gzf%8cu3`^>C1MRm815t33{m9=p#JFe#@J&Jk-tG1$8!eeOFlFqK!
z>iY8j+0$2_e(L!bo_qDXkX~<H2U_<2eYim&F`yz5lRHRaC}G?w(8Tb%vK%iMd<P%k
z4np!RYxxn&hWIv7hyBx+UwZ8TG4UHb|Nq*Tx^(F>=E6AJIR0_#@<%x5Up)Hw6P)<0
z@kP-02?jsGo%lElC_@(|qF;|55XD1iANug#`wt2Ab@%;SckbP|iN4C4Z@l>fsINDF
zaD8EZiBwWjQ&}eFRPmW*CUsp$lR_h+)|TbaQD~TRh>{EReSxGRUr?4Ot|&0lO7+-L
z1@cQkQ`5`z0<y!(st*XA0X|F{_zW;@Y(9>^MLaME5~g=<w|Q(O&^K=B9W{;2Alc5R
zR~5z*sGf1pp9$mj+T?b4_H-0jW;9=*?-iOvYiB^uFnDFICUz{XMqgM*8b!<vfZlgc
z82jg(qw5Vi2NSVp$O*i%bB6?u1`b#X4Q=B78CzQ#;e35!#2QQKBMD_JWej&J!g00L
zEvl(2x4BiZUJ$E%6YI@r%FZvyDJjk`$UjzAR*;)_49(iPxknCq9uFTm1OZl1l!Jvw
zm6`7fDzN03Uv!LGQ&?SBBvMjgOx1@uEPg44Rsc&M&*>5kMQy2(>0#m_QC~)?F2G2U
z#x6mi3kP3H5vytdrT}VHZKgr2VwVuPEQ^PZI5(shlqX+SUCk`x$;cW@oz2Ix`!Fnk
z6-I->CBcZWk&|9<&+Rs?o(r#@ZOm-hu|bJ4Zn3gTZ>Pg01GWokb6=Dl8<NfJx`&o6
zT1TDSSOZH9<4Y#L3@4T)D$l+sroj9WYsfM^(&IH&9|I#rm|(65QDD@Th5!?~L+C){
zHMR>|`o#EDsFRO@X5TDgT52>!c1>%$rVMQWzz&E({Tf?$k8e1qckG!H)}=G`+fRjt
zmNdw;W288_ZOLrgkzMc2sN%!ovCaD7Rr|!Ias5&N9vAwCGAGP)r#&;f&dsM{Th|iv
zXCm0C?4MJ1O-Pcn8W1E9#UEWaZax`2`CMe{>A=)UD@dwv+W;RMUNrVk=@LVVo-svg
zR)+|jD+EVN<Z5EsymYm(n$533^#CqG52Mvvi!H_a2;1VLqgzv|BSV^E77SEuYQc~l
zu(E9dMx;lOTEN<-Wa+#I5j97E?g(%jVq&6Dphw(;SN*H?8|Pb=PX$k(pZ*nbuY(`z
zg{`5P_2|h<qc6U4`Ct1n|HaGklzs3u@xd=%{`JTI_0Pb8-1_^!|9kw>Mwa;6)oV+0
z3$bY2X$RF?E#ygfEP;R{!UqsqBB7WETZ_p=(1B4)tF5l0RaMoX@QhShMJ891DU?cb
z6`2AJMyaf1&}#Hr>EwLZx#woLE~aL;+Sm5`wyz9sUg=xEl$h8GqT?gnEA_Vt{84dh
zQrFz0!E`{Zp`v}Gih&ARysD*-u0~*9`J&>kX?xd<F1>DAI1e6vaCpNtuxRa>H4H4;
zP!uw_;$1iwo!s=N<{aZ&!M+(s3T+XquIXJs!vdp#C+{~do{jWQ7-C(L;VJv<qOZ*>
zLg)+X%g3uR){=Z2T0~5@u`A@X0wb$5tf*=bkvzOoE4?TxB14J!=)i=Q0ZL#e=Nn0R
ziqc#ZOncFmLa(sZR%mJ~RW+n0K^<6;Ui3txXNN&ba47BcG9R_Du?}dd((2q}`A3cv
z=N!*JM*PA?M{oY|qbwT5@3Jq=&0c--iPv6z_4<47-MxJW^rc70dx3@tqXIS&@%A~S
z7coO3mgunU2yQ2VHi!Cx@BwfFQ^$Wwe8KWU+zW5G5KC}>{Kr3c|At(zUwk}2{`-$T
zdFhEi`O`ne?Er5IP75KxunUR*5;!rUg^;+3Sv>|F0zH5~61N@wI6wIb!uj}C2pN{m
zsecY-0Es{}-`xG^!M%^(zxTo2JC7dR|M<fPKluJ@yPL~x0k_|*a;O9iCWT4H5HiY?
zLQ<oP(c2-J7}5;($~#*H>7;%jY3yv3hdi8^m)F-Q8VJey!^(+nYpYAx;t_{!yha@}
zqGkIP46B&Vt0l_>OpnVnJv(vg^vUxV&R%=w+Dk9L{QWoHc>CRVZ{9-l;qCi~cxAg9
z4}7ESjr|n#_=Bt$=Bv1G2(lKw6a1f;JVJ@#jfmV6-}O&^+8OWt#q;)+ejICS2dRw+
zePwR|&N;*&wjMEL{OpS#!Sy2SuSWzW_YtAEus84_C=+0|Api#Th3f4r^!_2B_wc@m
z;-OoZKi+x!-5YPf{(Aey=H^cR@f=claW$F?49vEOGTb0)3(5raQYN{eGVd@s_pqv}
z6f-vj>|qG&85P>PG9A65UQ%b}kqv@MubUrikp-hNt%Z&dl+nSGD8ZbsY3@_co(bYL
z)Y^r_#EReTW7{1Z0hbi(F-)#|2G9<(;+{I$h_J!p`PjsX#>{qjZnvXj7*HA&JT#T5
z21uojArq*o$ZqvcIJ4od5Hg~p>;C>(C$gi6qa)RTa66nL=ot)#JP}^FTi%jXdm{X%
zxT2{;675&T(%RO3ozBjd>zE8qB}#mHr|iq;JB12*K~Y{lzJDmL<A<TOa1<3EFDN{Q
zA|Z&e{GuG}JOZYwu`nGCLOQ1$qr*B@36a05XW`}{btcmx5?{d*WZ4k}SD!3Uki;4a
zs)cG;#Z`==T23jIUR1>>=7`DYouqR})$|guCO}LDrrwHz#byDt6C@dpRmzj0L>p!o
zRqvn!xN7$^k(@_(45$j=BL-%SFbqdlobY@QY62n*C6X1?e2f+7{BpQtP^6%PHg^l1
zO$_W6PVc%ML5{{=r*krOcBWWOt*R@mW)?F=6+AgvqNU(=DowQpCyKV2;I(#)$iqE?
ztn?BQ@ccL*k$WsxqJ|sq1MPgED!QkX-Zr+ko$c@BHgxlx5k~8v0LTa=?FX04-QzOI
zBy23so`Uw%53Z<&R&<@C2;NJERt!*Iy;I8eAyH~ko!QZ&NOAg9eR{z%a|%2n{pzKr
z)hlfqPqwdKY#iG#j;;e(0h+6PWX&*l+L~U}fLt-MZankt&NJWao?Lezz(2Zb9ADF|
z?0OR@!tO)bO*ypeOwBtx(wdeoX+w+9Xs<0SKFSrAD|FSc!i>mz#rY^^g5!tX2Q*iD
zB5bfGq61>^$FL0w=MY0!WaO|c0AR)7B6^pMpjF^$sBHl2rRx4^V_(LA&hh25p@mbS
z%yQ(~3zvTNZ-BXtk<t0UrRSD_UH#S9JoxNuZ-3*;(>uS;HNU>je}yw}pt%0}um2i!
z?rTp!J2gHX3^bdy7O7A!;z=R2!~&UEAe9KD0uG<U<S^@?q-tuaX;sixm1I(R1-XJm
zDX*YZ;Dd_FvT|HfSwX^k*j*G7sfJ1^D=Dt5C~b@R=GXex&!t!PyXJS=cdn$ip6K6r
zqHpP3EIMEacd1}gW9Se{DEp=y{WH#Br@|8vs<JM+&W1u*{=ghcQ9~U=+KE#wQ~S;1
z+n)KeO*5w(lZ)2qu%>U`){;_L8hHatzR8`&(KQSvEK?_&$G4i2^Y+xTYvy!ta>qZg
zWE)zy53X64E=Pg-33bTlPBeCPsv2}GJBw^*kQ=zQ?Gjc4ixS{h*|;RDxH4p{jhJd1
zRFrlDEvBjRam#GAg+2xe0!&?o%H~{V-eFHwNf(bAsH+f^<QZsW52x18p&2lpq?2vc
zrS9sID668mt{Aj-z}3A>3K_4I4;?;!=n$y@vg_z$zxVrf)JiFz)!q``+d1*AmtG=J
z1~+a#!0hMY2dD_d-W*~@ghTY{r*OZB&=)aw%u27H;=i9k=@8<J2z~tob4JV^5x*yL
zUxX4P-k{C?{LlYlVl49&J?ap3dGq^kLgr<6FA1d8|1!Y{X_%E^m`GwZk{C)JAlV_t
z@G-Oj=%AR&AtDZ|hzKTqL2T!t28U3c5CzD*-M{zn{$1EkAAWHElaD{VbL-uA-gxzi
z-PP5RPLrH&)77@OipEE^<CFUNMcde@t|`EbwuxF}(r}R97L~?YBwbNuPfVTe$Nrja
zXw18^8K0aECHp<xno@o(NiF3lWIUZtK01~<d*STWXRf{QjTc}3_P5^r!CRob-$d~4
z?wt=XX~dZElTXl+h;~Fw?EuY!;)1vVOyUc;!x*U&TzPz)RmeoY52mZce#8&IAOz>V
zyASvr(N}c-fBDPOYHD#qA<?1zh`c?_M##e-ehKOIIo2LOBhp_))euql_zBb(%A@eX
zf$n<v;iLD7#1|faAKkrAcwg9jym909yVub>bo;HhufO^B_3fQKG)oJ3bPkW=^hr#1
zw#UnF3W(iyuGPrWDr&j3QVzL5T2-vZZetx;T2p2K^-El1;*kvOGNYIpi<w*6v>u-@
z5Ry9U1?~nBtQc?-Fi?y1qK3~kwH;hN+c7llZiy*c<LcS%$j0Tw;F7z4&YoIu4zKt_
z-SUo6{oqpl<W|$*vM<!7HhK`kuQhww<C~$bF{jPX?;5jrkD{~B-al>apLGl_)_0HF
zJQ0z~T%$7Mnp{ggn<#u~;<&>6ri46}QnwB0I!6p}&*GyxNI^%V2=Of{twe3Aiw~oA
zFkT-v=q)OA3007aOUqFqlvhS70-(OE0+_Gk&|^oB9V#q2hI|*c39Mf3LBva8pn*jX
z3RWyFM`v_u*4Eaq^EOLS$^&o&TU5s2Lqw6_ePQwl(N$Sf0QH5HMx@$U0!Xj2GEzP!
zm_lU*pb%IY2qzTokO(H8#)<~*DxDn(E@fkz%<5%BfMK2px)<2*E9aXgPq=y}R1HxM
z+#9{K2G$>nCadd;s~JT+2~m85u^KW<-Q${QQqrE5&hNXM`^7N3xKemrm}AxeEC#fN
z+*pf12x8>e;1kG^)~kaKj19?K2V{{X6bQSili!k*pm+%Dit!O8QtSR0A9dbZ2d$xl
zkFrHy2iF#6hWZ7OG{3Q%+rOkvuNo${-IFJs$vI{J97KzKU_qN+R85^S#)gEUZhmh@
zIkIBvpVRfv8K!ouy&2i^dH1Pntq9~#ZTry4xO@SSeDmTt|LkdJ=A>cioPBoB+%+Lh
z&Z?5ra&&nEf`K9C?7r*lOMTPZZp8IhFS;_Dx}|O3`pMRn-PXwsA5=X-w-{9g<Kjp{
zZuhdd!V0mBf`wBOIgcPkXt730!MQ@eHp+vns3~t`V9&8Fg@Lsgu`Z~uKnD+2Sm&rT
zHLqDZ=jqL8hL@b^>Bh-l*lQSCuwe2sy6PHTb&oH*Hct1xdHtKe{F8fd$+eeu(^HYj
zmEiuBU-e5H&*0ma=5{X4pLu$5`BduS^C$kbFZlK4{}s-_KPj#U_aC0$Ki`w+w_99D
z2Z}gSAy+CDs_@cCER^y%d?p>c)bzTl>N;vQ7JI5HE2*TcvMMK$%SoiN@=8dp(sEL1
z8Dgj9#U&M>JC~G}mXwy2mX(zjSCkc#%1hZyno2G1A5L`l2e-}*O)iI4PxqX9YH)71
zW&Me+o++EJRf1`IbGLMIJutH!p56{ZfFb+Qo;LZKWzI%{t$}Otv0D2zlUt30%g%uX
z$Ku7r(uLT<`N;UTcW~X6T(XCgs&Jp$6_rK?&`E@%3iI%aWA;>N96wfzuAx=`{MiVu
zKfLbgnKSn<o5oMN*ROW2KG89^7i#NL*mZQ5sMg7>3i4_re42?`<b-X7_GbafA|&~B
zH4VC&xRW*AEc1xT21bdFRsynwiCSm|MT%VDtSXALEA7-0K}o)(qJ&#oBq}R0(<mWc
zoxQ501y}=Cd5^HNnOza&QcSe6n!KY$M-Lx)?D66p@WKy6eJMqJolG>C?7Mva{OhlM
z_r~?>cW&Q>3xTIasIP29ns6>K<RYvULVzJ}kLP`adA|4wDuiG)5y5+cwn|`Cab(pO
zF>xfa@IU*rKmUvGyz<(i#}DBV_*?(cO2J?K=(QOw#9%QS^M=BLu?5MI-Gu~wop8XQ
zx`=})FCwU95Qsnf!#{-RB5ofXGvL{=poh8Smp_IrLr9&^K0PReCUWf<M1F)E_`MH5
zeE8tu`}gkOdFsNcu86(f!td)+pW1Iaak_D4-kh1z&(2#?DP?!BB0XX1=$5s|C7p;8
z^{DzsO}%55o)JrPTsgVaG_w(j4_KoKGnYffOq?%Z*8A+4>Ctl+&pr3z3$MKP>g#WQ
z|E+i4zIEr$ZEQCZuGhzpJ|lo$&|Pr7U~J*0LNr2s;r_^?yf6tS?hk@wnzbmi-WO~=
zV$BfW<#W%y_<R5NZy2xotM8E)o__%n{2*e7JQ{I)PRK;4T#Oot$XZr?;V}k_6>9{@
z*b_6y2Or>1_!wX|BKL*0$NQju5#HDJ8@Jzi@7DJ*d3^i&=GF;%Et2O<jh>}7F%Ax?
zqRL>XbvZfp9)Zow7P2dZ^il=ATuCRZ8C4cujYC{*5t3DP#a4MuXTmWy9SNWgtU=fi
zmf7n0Mi)n@q_V{o7_NmA%AN_^>iNzSS9-QC#;4XBrnj3muJmj^*%Kczv=3=JMhwY$
ze|*9<ydLZvGqm(6@RChsrgOw3jF4h!v&F|#nrc7@#IF~)SZfy(LyPr2lh9yJB)&Xh
zp)V?GYA5htu10t@vOv4Mv0WbOl!ArTm$3m!(G&+NU!=A2Ygv`RL0}Oewa_@RozPlE
zMw^OMS(=x36rI{|z;J+RpPP3izwjv58<Dn>YbgLdIU2>LdY;~azsq+wagk$pHZp;3
zKnwHCwl_6vO^g}zE&%EYu>?a&pd{+EA-$lB&`l#$RwB(MMs`a^Ay*YW{`l_$AXZRx
zw1Se0usv#;>mwp}SZoXM%syswk20P%hvF)ugNdY>JIL>u&`xYR24;<DzD60etBFW7
z8C}?gtbzK%*TlXgSBQm5zz}LYVRkz#pamq`4XFjq{5gB5TZEEscx#A%umt5Gi2?Wn
zZ4AMNDsYLq3dSA!nCy*AZ!0I75`%f=YeN(YOHU|^ltDO!x`jY7;0l0)!TxebSoLij
zPaE5x;6+D7Z6m_ih-C3f!^BDV)Sh>E-Q3v89X|nGZR(#@PMpxU4GG)Q;>3t7HKXgv
zXvep#nQgTHsOENU^Sh{Ylt+3b6Py0IJ(M$A7tT6o_UvQOROj5MUuYd((GQ_1dtQfV
zePRSXLDI<`)66N?`sKzfl-00!#@#=zo1F6uO;{GT8;57D$w@5;s|_(uASS?xlBlS3
zc4=YBQD8&ptP-GZVI)GdqfG#C58Rc$7B==AlQUp{iBWS2c1L_f+B>Df7UbqrNTzvO
z`^E7g*}$~2Jq?B}zk5tOyx?r@!{V4?e8seRzWK~knK!S0>tFmSZto3r54*<~8_xij
zKxn^Q8ULp%-2Le8t8c&b>~}7&><(^S99cd+kXel<hMcKs@7Pky&Xu`;y5`p({1-U`
z2XYJV|MqYH78T0p_RsVr`s`+pOr#dD#bTjSCRR!K5+PT>!^^pvx;j`}6e^WWC6maN
zS)oPFx?7cHWrVv`Ru08gQCbGkMJlT(FDWa7^eQc_EU&=jWyK|>#U+LL1$+TRBxdOi
zYME5PWL9-0qYX`_%u?I-rT(pp$<2$sYZp7GPX(Kkc<36tN3m?;UEFQWY&DH6dwV7v
zsJjg%)LkRC)?R(MTOICIwhe+rVd!75_s?1~JE84seKUJaT^Su_j?odNIm~YCmb;@8
znT^pltQ+6)j-POkuDiO&4S)(JXYJ_7hEX=L<LO_r!v4za)~{ZTFJ5e!ztB9o>5KOn
z>-B6W0r?~a_y~ZJ9VlYvQmxcN3!}^_rMMIni>NZ;U^l628dWvTx>^gjTu^@8g<u%H
z)JV#8QwzbPP?3t*g?W^m;}u7bYAQ>OlwyBvd7MibQ!<9+b;D{#R0Q@^k*FNoVR?DP
zOXR~jM^M9i#HLl7)vB5C@#mj;2Em$JH*dj<z#Ed#L^_9f!-R_%W?_a!WY!65g&+yQ
zZXp_lz?UH6USAS3M@TM0;}AJ~cwfXWBtl<*^v4#H4G+lQ`YnjB|6rl>zxjBcotj6s
zjEHj)Q7^*(BHm>g6wq444Z=-9HZ5z(VM+<<g(XZ}00Bn)g+KTyF}g!43Hs)T0D%Gs
z3cTwVAAR;Y@bMpg`q>8`e}oEX=z`mKZ=E}{+12iB4Jl9T1y5g$Z0|R%obYY$hh`V7
z^UL<koUwmYH87^>PALKr4hGF|O-EL-PVR;Wk{CtPoTVGx=qY17<p8uvp_I5hmh@2X
z?*6G~UU>H9?|kdcciwvU=Ji{5??Q=S5fIc^+#ba2aZlhIBu1sg^23jCg9-Bs$*wPd
zgu4fyh4RAWkuaMeynak{EaIB@X4C26fAa+XX0NcavW9UmPGXjaLEJQ$i%5CF^@7cX
zussA=wi7AKS;d|ssvbZ12)YaTw)^ixhG7=@@b=w%ckaJ`<IcVJZlc8U&fD+ZeCwSX
z@7%aEF)?0SU1>B(OlE;bU#HU7;?P^@a&?tNLD3p(6{>2Zm2I|iv?`jCPtgfzDh5>w
z$Cy>AVwCH7q~?&OC+Ti()%qI6N`0-;2%I|$nRC7zL2-)B&uxf`yT>i-mpWF@wQXGN
znAvVz*pIAUY@gk0>7TX52DPIb;rVlk`Ll6!5o+yqNI;cS@+F#Tq|>bpd{iRhxe_A8
z=I0<y3M&ljjR@iQWNe8MTclf^7&QYx8fcS1#$fp|K5QUp@IEFgqysT&wBMj}aH{Ic
z=o|`HTw}1a2BuH~*gmupsjLFG3j@bPM~*y>#MiN7hmIb7yp~z)Xk<rv6#xvzhZM;S
z95#u{S_cpo;5nXVKIWVD21Y2sPcNEhcAMt+nnqR}z8Ft#q=KYcPyC}mlB#SC9B7^c
zHw-1tfZJEq73CHj!K<{qf+HZZ0)1avk&~N$1bdMP>O)={J!~BYj`b{~lg$;AaZ8ZK
z$FgC^upCr}wv-&quKEZU415U|6#=LZaG1POpvGjH8j*rzt*>*3*pM7e9m2$jdUO>_
z3Oe-otY2w@d<6y;14=YbawQeeTBw!O+ECt2#w`&c)vu^@23QE;1GtJ2WEecs4qjqR
z0riCqN)#ZX{m|OLz<?4-e&`bzL@fhCU!2=A1ob8M$JuQVV3)n9s2<<4r<V<VvltW_
zupqf|!Gl0MPFLrUw0{cNc_Wq?yC-EpI-q`NY*pJkA%n0)<?hTW|NI%p{2ABirg3b`
zFn`7l#@FngbM0~yrkTA{^5#B4sEgN?kxlPf#x@P3o4O1U0CSJ8Ij7dV$zlEcR{iqH
z!0@bjYQqJVS7SRLM0zNBwvYte2RaCFuABibXtzLl_*;Znifr!Uwe;Z23OaBjyZC_)
zF6xso?i^T9_b;fXcdeM8Vkr_>u;B$$poNEFr7z0I9M<2)i>0I^ONQw!_u}ccxt*S~
zSC^+(lmF~zzdIf59dpiZL~;3zhc_->J8|ON#KMVqa@>~%+@Us0+c$wV3RBmJ1s9&Z
z_B9OupPj=0KmT|jy8iC({ti#kFTeQGTxOxAsa3BsN-<0XoJOdW3Kb%r2y2NfI+IST
ztF5Z3CQ~UDmE`hDQW-oh_*xavR}fm|gqc-RURnZ=3o|DCshp5rWpKL6VZE1@mX(wo
zsIt-$d=~asNl9^mOd+tl%q7Kz)iqRyOBZc-ZJr%E_k8Bm)uGMH1E5mJN3@-z`k_VN
zJo+3@Mkdw*15?i43H#uJuRU$VfgSMHq(0cKwgtI?xIECQiH}*L1M2jG6U>(JEq8jw
z);cWrbqO4;Tzi;j4-4fshP8>?H)F`0te-m_!ERK?kYf6jZ~aPi=|W^`FEF#;G<PO6
zdCEU}!kIbkAK7xwoM}qUIQ?dhLqIjLD&*D0K0d99TOH-o+IdwC^l~$^%psv@xn(|e
zO_Qc3q^TP8b8NzL9wk>%mG7u6it)%nW+ljAva&)>VQ$5dLsdCPQD&#BEI@fpN?JE0
zr4NF$Dz388O3-|V1TwuOKkvwqBaa<|`YO!La~bt+vuSl<5qbM}-hTVe?K=;!>WJq^
zOdPY5M*<3vm0yJVBA)%ByucGcfg=GG$o4rRV-H~ih4WLy><{)F@gJz2Kl!sid*<4+
zzxzA?9ptXx`JLbS>K>HTO6ra4H=&~rZsCExI+#4-mO*+Q<j{~sgC_&Ul@($@zy2Yt
zFz7WR1BQ(P%=13~0=f(1RY(~ae;-4D0ZaAiXQ0X7esB+^J}-ao<%RX(@l1GmwQ*}V
zuz$Jb{MGioi!G;+Xx;FPPiQ8v-?V5MUa+O+%$=iZtX)iOxsx*{05eC|T-cmix!f_a
z-2hpR9Cae?(duOIz7pMS>s!lLp1S<v%P+q6z3;yL-aGdm64T!YKuaJU1#kw=KJkXs
zI;Nw9I6SylvNK1*`yxJvdk1=q82N!aL1?gSAnZqWoAawX^Z(*k?(0or#g#yOWEB_a
zUPRU_yWvQHa6kSOP8Y#od-x$njsFOmKv5@H6IlU<_ekB}x^wq7b{=otff9uPgZldZ
z58i#}*4@5jZxyLnrC__<vOrMf56N79fx*g9>uU&9mzQUDvC)`=!{015S(!>%wUADd
zv8ilwk(ymuZ(zov#-=89W24e&VhE&_DkGl3F@q!5@ygiXwCih-iVt@yFfLp^*S2y#
zx^OzQdcJLOzh(MlXzFALj45w3-xcD9dq4q|t85Gm#ZZA^Yv4PZ1g-tXaJNn%Cu2v?
z9sq<~THh?{9=E1u?dX7>-ieK_1c#S=ElHItEI>OCtS9_p0f5xmgraJe+C;05i0i}B
zqSE7FL>Qc$V22C=?15Rk(aAfObELR5A0^s#3<|Xx-cg0gMGr)|%{{`{pd3TDzG*wS
zuWkJbPcskN!`mvf2U)IWo+AhkUzVIPcTbu})_mC3l<FxGJkeXKfpLhXw6T;9%|12E
zA_lJ%CLZ<;DYeA_<LBfZDkwPy8>)^C{%SsrSwf=Zl~?8>Igc#^;=<~D*ja~;K89dF
zr8*x3`__I*G$lz)D6vKEYZU^=igo~{p6X~|`CCMQvQlY<3PT-o{@|wC159w~H8vCj
z;hY0~4`{r7?P9~&x}~7_NO5@%g8gzswIjeWx`;waOg2#hj$5cP*Fu(HZY$MMfFlcZ
z5Pla@=vnxcpmhK@L)<>BXzUOmF-3G6VeHt&Z|dSV_V9Wa6@y#q<}|;18qjznEUzBq
zyQWbL1d11$7EOsUg!UP2Nnv`<IKJ*^NeVlLWvI-KkEzEu4fA^z%obDg`nl5%9248l
zsXgD+u48)7xp2;h^~RY~kYv{JP5s!G4T$^pVNrTnli4v(oia`DS;sbQcwSgK6I?kP
zgyWZ-&<xG!#un{8WBPCxW-eTjvI@KQDiZ_T53#bEBdQ>LKh$bVNoIE)a`+8VZgSd)
z@nU@o%N=H-o^ogfosuXhmk%zf;DdDx$)U}fdqfI71${%oZW+>aI2A*SVEno!Hyf~+
zf8yDR*}eF{R72-LFg4kE@Pmx!?)k0W>8<dI^Zjf4$*l|Nu_a6)n`X8msp<N;?cTW)
z$)%G+8~d5HQ)BCAGM8T5{uh4(e0|}6@)<Y~UFht4=dHK5Hg=+sm_cop@#Rv!OeT~`
zMKTdzh!7W#!C}#ubyTndYw)B=t)x&Y$fVK=m|diDQbid;TqF{viX~+vD6Wzs0Bwp3
z3lG#+NnsHb7v_v`y-JIUaU6VH2IW;;f-9EbvVy|Gf&%;%3Yo;>(0xrtqeZZNVdTs+
zlbe^*E9ZOKQkw2bOJ4?g4ENlrXxEsfrB~h3qlV~8jF|9?sHsyL?2>z<QddNzan#9-
zHI@cWGcXZdvdnhl;+gQ|31=ds@pth(9ejbFS|1ezdlemH=ES5SbIOOUsJSz(!>bN7
zT%_hri)VvanVCEpSbr*h>cxJzUVRJ3)QY)h2J;I`-=rnr5%@GrbU_Lz1rA}IM}X>Q
za+qD!A*gQPRC>i!Bfr8WuWGfj{7Q18njEv%`Q%m2n!09rjgM8)$fS7d$o%45%CSSF
zBZovK`J&=HFRg6BDjL^v+S#OjIjv7!=VMo(N?2A|OwK=EmX~w%aj35&Mfv$IlcB-w
z+}qjt?yIk2><EbZgZJ+PGXeF5=@2@Rfiu9K9pQe#ZON|DVUrGe1>-%KU~szNfD!XX
zguVc}N1-;c^!O7<9t;7|(CBh{@Hm9)^&79Y`DYLBRDT+>3Z@T{v4^O_N&wt1!u}#q
z6xj?K!M;HLAKWqATx?{*E`t!mcLVPW!UZA$BIn>hJ>h3x{19f-N1s7@!T$R6{zo6Y
zapTR)FPxv<Or>TTH!pVVUF|skLeJ@^VyipelNZ|;*6aI`1Dw>4Z`JqCnmfle_;o$9
zip>kGrTb_08nCGW4DZB_52_m<_e|R31I}>N9&YiZh7!~B<7Y3NdF~s}zy9X;-nseS
zjoUYF-@B8Y{vzr11yXmoCkTOs@<almLD-Olx0SWO2+>9CLJ)OAm^ear;WLn9@bGXQ
zo7M5p&ed1_$F^t(&NHI*@J%7WAh#Z2Zc6Mq5~$TI`xfKH2SmIOjIR$s!~GcHFZf;X
zzJQY@9Iyu;+`e<~_C2C*8^#wj*t^$ny#ZBv>uxw4EX;k}<q$dS{7{Rgxn1q_^IQ!A
zr=M$bFm3f*cazu`5n1Y)cp__T7kircb~j%tuHn%u>PY!!6+PUf?TR~%8iqnnRqJXT
zevz+PC05gjxf`>DQd<b~O7CD`&N#AKzi>LTb|JQUzI|aYGQ3njx8Le(6{yTrItNW*
zsy5csy&W)8gq~Kutx4K7*$^9WG`1OxPR!0K?G3z+Au|r>E|d_pr?iO?a622i$87#K
z34Akevj7pMrcT-Lvb(W^=ryx=Sq3M)A&Mv(6}|_acHLn>-K8cEtCCt&%czma1OhQr
ztN;mzir5&|{aTVDcr`>(^%&Co(!{71!#+&nqG@$wTn3NJ*T!w`gDGSiT=sV%Sut!h
zc<PuUpmiwNcJxQl2`Kc01#&%j^>F{FB2_h$Ps-Lo=9N|El#z2`31W>A=APccLEH;l
zqKL^cd02|9lxb)JDFq)R+b`Eq2WGXMV~Ask!#!fXvyLYv!$70d6yQ_d2*=kfkm_nk
z)%jpnTl_3vD-ZkxWbZK{#at5UCM-ZrZrZ1|ts77H`=$+u+zS<zu)IL$@PxR|Mxs93
z835i2X9;yefGx05w+&|xczkCQxTAbb8^c|E<nWt1g~4u7=eP<*JXSv)hpmB$h<<BY
zJh-kKKA|00Rdh~@$4|gl^rjXKW19|Cego<?x~l7&Le--NnEm9Wa&!fVAwf%@2t|;H
znPI@Ua^8b#q~TSJ8lBT8&B(S*?KTc9=s<0qKhprHetJPWzi&^26?Vd&IaQBF$oghR
z_k;>$`{{i%{zVvr8&^W7o{g?uZWvxBn68s+j^PDQYSv@%Fw~}Mv~6n447skhj#UZ<
z2q8iB)jC@Zn5*s(w?52*dx=?$El`K0&fbi?V@N!@t{Yv`;D%wz5fJ{aNp%cmLylV5
zkBI9-<)$&dnKAZH>r%6*A(qF6^qHO3^n$-<!acIsx_WBt%8O?&Kfk}Wml$8e=Duri
z(cGR^jW0K>pY1(;b#d>B)w54+KljRWc%uKRe}R1c^?%JXa3H#V{zpIm_DkOx9~yUA
z-7<kp0?{Q@sHJM9SRv*K_#6(K0h_B9=q*}hbyWqGT0w==RSB(CURhpTQC<vx3(i$3
zL=;AfC54401qG!=ML0@|iVCqdjVc^ys{%rOl@&u{6%`j0LSjLiL2TiFCB-HAx%mZo
z1yEo4xp~BA3ktBB%@@{&W0uobr%zuSpV@Bi9MLCdY<PtjOQR9qmY(-unW!zL1p=`<
z;|%v;TU>=LB<zgqz+ANg^jCv*n{ZMQO=Fu_kKet6%eLg4Au**14M;<2r7tc=7B?}e
z8(g)GZn{>Vh^;)4Sh&zOyyhHPC!Tp{cEbSvOzno}&Nff&1~;DWT)Ys5^a>~Ccu9iL
zNYAjTu|X2?%S5%MN=7B0S|Y8kurg~5G?Io|WCN&ELvK>ndSujg3#-S;8EF(HoxCnH
zCuJ8}Xr;2!JP=vw1xKrL4%70EvI>sVbB`i#KP0V5aIyAS+9n{kil}l@KA2$al6+F$
z@uHk#1;>uU`@&iE+AS?jf%9k2zW&|UZvbw8?_QSV3912VYaqLj_(JB02<{LuBSM}K
z5+FO@%X(h~UIHPjKOnp=bUPADju2kB<fqU&SlByq<mj*YK>FXj8o82!HYDgSBF9Bk
z4-vA9m_Pmuf)JJ*v4Dwpn23S<N~o{wO(mQ$B9Q-6FsU$h{OpGqIHIxpGuU6)^MnS2
z`hxVjarYKFtzUolyPM}{r#9L%ThX(xjGuWqedeWsQ`h1v`*>~G5RQwZDNRF%IM^+1
zA6A3^mf7*FKNVYhqHXhP`^x3W`qhqwi;>y$f#s({v*-L{8}*}0O%n^P$)Rv&zJGYU
z|J44@)6YNs%J*J<>-yWbVEjC|PlTj!_F=@q>%zt<v=k&3SPle7i%8Vt0w^&UV%S85
zIzF(xh<k`|D6<jwPe0e|4F8+w_TT&0;~fd;@!K~5D0_&pBh(kTUQqO4N__Yc(L8_y
z18&p|;R@&&LeL9BjM#Q05cluH__}+aIBtVDargZjx8Z%=e&+_EzJ751rrw}cYgqkh
zcPwG>HHllhwV}Au*DQ4fczRoHB%z887!eD%H?Xly<B4#w(cd|21kThSR0-LYEObn0
zxo(rlD63V=DH;RK?i1R5Vhq}9Ipvu6fHqTELjbQ#ZbqbA+Bu?GyV$;Rwrz1QvUs|6
zVj~bA(sxam(o6QnPO;uyYYQ>M{bKw$hx>Gq9#f>#6p6dqdi;n{K_OtI*ga-%>(_(m
zHN5JD_0-mn5nBLoiKe)uxkny|$%1h?0M59b&|~;VL4)^3_@0mektfXc904Bq1L*w$
zte(ST$<^S!Gcfo=v2}C5upLInsC;l)-#4QM=m7d*bk&0=&DH^eHR^2@v?OKCeG<In
zOpMtaL5b4F66<Ju1(_|WPy*mU)MR5W$w3hkMxR{Z9Ryf%ET_~ENPGYvN=Z3Lf&on7
z3c<({VWw&Ev3<>Am~sXu+gi`n+n53wdYtQEe1W0bKdZy?9onT^l1fM~2Dc3AtF$uL
z=&Wn$7Q?Bdb1SHIB??oGE6hPE9s~(cUIDVe>LvC9kT7rVmJBZFS1$N>o@ovx#N?WM
z3_5|XLTwP5qp@-62(TQDOueH9(gHUI{vPNP&H&Q^8?Bz;U-_Z}eB<FBk=a{|R9K`B
zK|8KJ03sF_QnM{BX&;vL&1u%I29Uk)oRFm!je|>;iA^tJW9YmF0b_jAzI3)RJ|uy6
z-7~I;rKOO#oudk@vE#M*=&EDtguQPXU{xhBWj&L+_^7;Z7Njr3%&sqU!ZEpJp5OQE
zJe$DlYqOsYCG2nIds}!j`}T#4j`b%SKzs$PZ1JpT=>iVl(z%AEvwk9+FlA0=3^*I;
z4p3;TP&A-6*I|bOz9KFGcGVMNHTQ~vsGZ!h_Dx|Q6H{y{#NNo7CB2A!4RLy2-_XXx
z?kE1y1gg3x)F`_IFu%E1(lMm#nJ}m3jAQGLp%vS}oOSC;d}b#AF3P~HduY)+vDVaq
z<lz*s;nKcoF#ok(Bbt@Ho^QT&<=uzhyL0ExzxVgR*Vq4w&HzN$|NNi-0G#=&-+p~$
zaNJ>W$wYE^TuP}@tI){BGNie<3^u!tNw2A^B?4VlR5BU+i9~F^qylDFc@c(*z%!SZ
z<d>Ed63!LGRatQ<-WTTQ7iIk`NGT`;beG`+2s6U(Dl9H5Dgx;yFDE}QCpR}IC-?aA
z+~YZrUN|7bit-DKQCwJoU|31+v18S>l`~uYPkwuC?R>l=twjiDXxTe3=kA?^w)bL>
zX>{F#=fU`hE{a#C8GFlsCOV*s^rGqBqH{5UzHx^5iHxziU)njQo!t)&EZDlHOhAM+
zr(`{I+R0PF^{0AAH@#D*8!=v-JKMDVT<`8T2WQSi23MU!tIqVY2Xvq@<n~uxOP4yf
zu60kJ4kQ=N9pjo{ugupbi1Z*u;ArhKs3bLN4pm-D;#L+ZXq65=Q(Z^4vPcOXYs4l<
zXz0C04*ag5l-i|d#8h>072RA@svs3ANJWCud|LhyM&U7LVGgQr(B_;JQbM)Gp6Y@K
zkK7`x)>2Ev6~(prxz&YvMaPeUHIZ}p2)IEWhb111Ub%Gnt+#$~^X9GhftGqetp6hs
zjYT`CuWV%xqB~$sfLs1Kp4DNr5Yi^=DG@U~B)o_bBvJ2}{UZb!k#GNh{_?NZ*8Wo?
z0jEyxfvFE^f)OMUzb70pB6|jXh4dE=LL3q^NMa}RU|I_Gh3g!cc~F*j-oNwk<A<O9
z2(>+*gK-9WDP+&hd$(Wt{&&9hy;q)j<?7zk%Nv&mko`OVYUaZ0)BCTCoP4o2v*VsW
z8^V1(vC}ZR<w-AF$4+=Qu6B%VIcCrLPdwYX^Fq&w=Mtx0O0GQBeB!0f#V4DlPJ<wX
zO>_6eYGiG1AUz&S4s~qqtvvO@6ED8<;`iTu6MFCVeF%{IkDz~nmVg)cBVry(c#t4D
zfObplITGYG98h9dhd=;~piUqLmUSu#tMbb)A)M7}%~$kG;9vW)U0pr6am2d9hmi3|
zdwrH&;{ZvO=+q{Z*dq)dAHx2E@r8^bk@d>vzV6{0et@y#hj;FwZ0NzA`wws4xsS=?
zyHH=(Z@u~M&2PW<UA0y+I1%niTSw<Ttv#yVNmDXo?HRYjS8)f~%{{V?Aw7y+qDf6K
zF0}=iXkwk%s9!!G>zj17_uA|(F}<dwrXtTMqd82hwr+jrphc*xs-zXxz-Iv50JuL<
zg-Bh6r5k@#(AXjD7}SidqKPjszZXK<XJpj}f<)hpCADaAxA1HsM&G<HwPfp?@eVBp
zJ5sh_%wYG6w6?m2HW}#m-ey^2OchL^2*%Zuap2`%dft_ucc+(}9mBwT8asy}+pzJc
z0{aU=eP<Id(1un-hzE|v%LVhHxGXo107@K2^j&LZ0aIpl*ES(Qo))*Jpe5v(^g*0J
zV<6k(kK&1*>k6_P<HEK<b?>ZYaK$sc?CTh`=p1a7l`YoN!Ia>lhK7kmHyH=MAoe0*
zrlEeQmQ{j(kt?EL{}JE_98!Ii&WV&4-Qcc0fP<Oqk>-;4qY9gk?~O>@K_N<r_}~mD
z#V~xr-F(pIu>q<u0@ziK$|1I}9O*9*?*SYmRTaR@(b{QxS1snA*mS^RBUrD<n*mj!
zGFHJQ>qx7HmrR)x_PKpGtQ#0U*!9EKB=}b_xcsd=l<%O82%D8gH`Cx^5cNj(8nqR{
zuo|GiOkP$X4)MuD=*!#64tEPso){aH!6!uRV{A~_J*fqrV*ZS0`J#VdQG>)3^6<l}
z#^kKBYf_dNmrn1vH!g?zrnHe>5r|~y@j;ReJBHoUp3X^cs7o@x7o1pk^h~KC+oJu-
zwzL8<dvNb3PuPK;nBK9Dt!tOC5qY9MF`>tk3+g_(lCtheMdqY==h>F+tF5rVV3#2z
zw*F+}%EiXnJ<s~($oQITVAeFUY>N#j0m3yn>ay-A9o`q1x8`~VfM)1Xg7m_Wu_q%-
zE$An=Y?*Dx;F7LqQaQY2oZ7UbYP=yPil$W!?ZVc6DIObe{K8!VJg;G0w<m)@ntu9J
z)7VA>*7H$NzI?WMXaRo<v=i74{O$?RDs&Ka1Jh=d@xA!si~rh>`PY~K=br)SuD|%R
zzkKc6uTPE5x~v|VP$}k16%qv$ms~6r1AoflahWVQT{LP<H3i613WkYrw21f?%&o!$
z1yx#{S5%T;f}<$ExTpY%stAL{;`~BFaTOF4<mHtX7nK$l!~24uIv6HGUzHT#I)v`Z
z&nbWa%K=$12huAq?|5$R@mzRcCHVS9B}nE&p&fqgaiN5@e{Es;OrmGp4CAXOV@(ka
zAl~G(t9!x@AZlvSI<p&?JmKw~Ho@R(Oo;r%Ls#EB?ZBdq#m|hUVBzA`F0z-pg|jVq
z*&FUtMUu+?MN9XzW@OVfx#L~D(2T+2;(54R0I?zi&@gvCI=vss>;}>+?$nZJb}uq_
zrg`~t+x)rE%zoqWrlWOG8tlQgju=I;t^JC@C9lgXR`93_dZnbgOwFW<YAWQlmGwNL
zb~&kL_o<js5iKgJjR<KCY*LU%ZsL$tl?9^GJZ8Z$X+<$~mxM&*>a~@HaXz(+N48Yv
zhS;P&B?Gj4CACaUDXYpq&MYe|I)41nV~+!I4^z=?H}@vu*Pg!i_S^5ks=9yg9u^)6
z7yyFN0IC0@03&woV0wWOPi)%ZsUHF?`v#K<vpqOn5Hm>N6M1_=j}gk}&;Q~tL&3;@
z=Hs)iwG9I=U{*o6A|{XU!SEkKdSyWvS?>#Zq-^04gxDWLh(UT~$BtkA7{kY(`~*X=
zyASVt{^jS7K79lM_R*&w-+6fN%^N>>>Gf}Y^Yw3Bc>d(+=jXPsrDjiu&%c&A_uAx{
zS4Q{0Gc<o8w0xy)V%vk=3Je+$`~!@4>0)^Ka%kyt)AAF+=`-HtC!5!wiH+?#$4|T0
zpN$QzJMp?0F)%zDhv%DOz25PKzPa_G^VjySz4X)@@4fl%?d!K6+`V=G=7UEMF?oal
z!vQsQaG;_GmKW{=V$_H|h(Ex>=9h#yhR{9YUXW;zj&SWh{siBY!{Nfc@KsNKfANlv
zcXnfvi$E7t7Q%xtwIH<a!{Ne3k3IoU6&@F{>iB>_dp&sg5&m@V{SWRCfUgI4z*$A)
z{@w$^_`37{&0F^{f_?AS-5<Pn>%H6e&Rw|F6!y%nCeoA6+3mpejt@(GsX5EQjIC=F
z{*t_H5F<9io9Y@j!pCkO)`2{LQOm+<u(=|W8=<zODV)%$v~_%Txr9&Z9&*m@wl~C-
z1`k)Dss?O<Oe^HcC=e&E5U+F8FuYuk4MeaY2A5nwfn|0;QD_`q_9Vve%fyHuVJy@2
zFX|W0HZ7j*m^s<pmoZ2CwNPTyJFUqXcgL_b*r^J{<QOa>*&a-&Q;WX%upSuv<cu|z
z)+9!a9fJgy2}Nez6S&aTl#n&WWu6F1qQx336P8zTSw0DM2)Tzr#=ykW14WS(0rUg`
z)7UA{yJ(Oc9C10c2Zn2&Fb5VBlJE^}B4W8RfiRe5bk&dPCmJdR@+zUCrh<}(a%~#B
z6l@2f90BiQR5uD>RdLGLf(ja=7*_yx74a&#WO8FQTr!OIfZKwUf^y?Xh;*DIz;^}&
zS{wEmYjoCHUo#gb%-Dtj81_(?7|d#b#b6=g`k*C193o&(=awNbh7>)%3v46e3t}Sx
z^+sT;f|-wR0oSzonOI5a8r48<r5E++Oa#@++rowqiT!j4Y%FhLObO%5-o(a04J(tl
z1ZO~p*`)zrjfCL3*-NN3+=JLVzzmf53ay-QuK@Xcv?#U?$fId#&y;HYiKeNO&i;Az
zz@lnkQPDT2=+1x_A)ns1&g>AZ3^ycSjN1?=EX3A6k++ox7)bk&GQ9v32}xiXzIa<o
z0rfS!W+1{>3(DlIbYM==GpSfQ--r^Teu6$>07+G<C8PQ$HIE>fbL~<S&|yQ%M#v|e
zv8D6gt*gyT=K^b&g6o%2lHwX!u_UMU-J{w@g6|<hbvS6NNX`SzF|h#*tQBC`?n!BS
zNi(r!LPKTWjB;?%0GRFcrn56G#}i7RLkxl(&QBv24U(vaRJ0EQtl?}QL^-$|4~d>B
zYfDnmhEtK01mo}zYn%Ioh}%u9n?_eGlWT$V=f{5Whx*_3F*Mue)y<VteP^ytzxevq
zf7jpr`pUn21|Yir_HY0G;e$`sR!)WjttzQnE>ftZDuo!97r<O%K8MF)vcZ|BQGq(8
z0Dp>uTv1tCoVB(Ju#pHU1+7KcS%k{UE5!Q(7*=@&!~ux~n=2pEDz5~h3r7iB%;1H=
z9V14KCAcD9{}B=kHW$3FJi_vV48!~5ImeG4$EP6AiVI<#6_j8anUjl4=hjoZPmLv~
z9hftQ5{jW^PkIqAJe`;}V$}$^<C$H5a?T7#YvEk;#EJU;1&co}s*eg=Q=0gw(H9f7
zrFFq>C6Ztm94udGhb`97A?ck#r>bjo9hety=A>`#bQtc(%4G!XTSnGhV_Wr^-SGT{
zwwZlst?=Ngw`0V-`E<|X#b$)<Gp8F;E7smQL+6CX*2oHVOM5c<!3Fo^YQ*Uf3DDSB
zOVYC_Vp@f$x<W`Qve%JAd|HHGUC*er*H%i(3e41UTUDu{vOq^J;1nO{mE>_t^J@!o
zWTX;ld0~Ba+YzL%7EWagpMr{EWo4nBL6z50$VJCVg}GRGeC+ohJ4&dpJcn5~(35!f
z*=MtC&)ay4B$@=XFed0P1cwL#_8CB=#83;q3sPY4RFITH>I<p+Y_1CE210ki@xliH
ze<8*WX$ISg#pL|*1L>={<p26_#5Sc|BE#$rssvB{7|CVT7j6fkzX%H~>wRTyFe0V~
zNp?^ZiQ5Y4bzmZW^vR<eciy}E!QBUs-pA8Eh^x0gxbymZ-}}aQUp({l)`=&^mM?a0
zT<u!A)Vlpba`&b5#<k9^=Mo#w#1}6$FJ25`p*6GXN5MK`UF%OqH?Ku^UrvngT1R#q
zn=d3bo{x{6_Vg?nQfs!UJ%4i6G`{79ET26Y?VoI#-$||Pjc#99xb*zlYcD_b%A2pe
z4a&kD#P9EZh=TKj5Y>-<2u+B*JrTKwvxWI1VqnBVA^z}VIAd@s@%`g_C$5ma8dO?y
za}+1%w}1P$zlt;eFMiFQo<3}!LTRBmo9Gfkx*l<QJhtxN&vqyfCK#%;F=WJMCsrNr
z+`SL!b@%-b5VOCB=od&|_a0#82myBECNXw=`^Ie;U)S%xKQTEOi$!Lax^|x&m|XYI
z?S>ZjL&J-<p?TZLvSVn;)}7G~ui4S)*EOM;+6iww(F?C*=2YX_g_a4Ff(@u#L2gT*
z2GN3+ZjI9~T-fVaIMW{PQ5ovl$bI3Uu}a9aB7u@@53sPdj5}y($+dVcF@3UiWTOFl
z%E;S{Z+MflR)4$1+Q_yv(udY9n@@F~d}d&F7uhi9*k<G8cJs(e!^D<9(kF)m@<k;e
z2b$`c-Y5oPdKm1j{oq=ddNVe}-9rgU`=B<P4MTxob6eVsXL)xRE0bKFgpyx)3?13{
zk)_eg%pPWal;dh)2fFz7Ak*ljo3PQ=$^`=o#WWb(fkN+W;Mjct+Lwz|6l`4T>~x*2
zPHU|N4HdYCT6QUb_7#+Z<GF{A=Kv0N9I<&StpJOJ)wM-D5lM!&HC_o(w=F1#aKb96
zSW5+89eN4*c62Xd5D6F;1Q-CbS}RSVr<vW@d8F5edC6%2vJl`GBfcfkRZFzBxF#U3
zNR&C67;0-xWmN$NkwDhNyTcwIf@jPu^c5@xOdd_HI)wprg}NA`xnnvAgFuXn5dQLc
zUvEY`Fl})Md9b{2OR%a*Y*V(t=;JoEb5Vu}4ujRtKr#xd3?31L93W=Mm}zWu3>P3m
zkiGY{afsA?oYxrVcTMV}De2_49V5b-Jy&vGlgMD)rfBIGAjBT+7x`OQ{wN#yv9=*O
zfEDQM4zzJQ($bC;z#w3;N)r>96wBJua^&0wSGB1n)!+)WkZt8$)Ap0?``;LP>dnQC
zCtGLsJVVQd)VwmB;F(-BPnegQw=JG+SUBT{(3;=#V4&GPgk~bw)>Xv7f=Gg`T=XuU
zt;e=bdfqlTXBuC%PHo$gGfHf9&VWufqwAl?rho+|TY5<~ys8ICzkNss#93y`IksYN
zPl0N}K~W}((SZnSXvgqf+S(^3tgUVdnw|h2K{gC5T!>^Wgc@8m*xG1M%Lf<rOZ)XB
z3+Ap-6-MpXUf=x}f4YD9!nuE#d+xa_m!3JjcYbYtZDM4$XLh42v($Y4xw*Y3r>?%d
z|I2^n>q~ykGXUN7cmMC--M#%_a%|3Qa4IA!jZ&*osAVFlgb$~S&nG5~jM^GnO;vRj
zg+fIHhXA5tfw2OL3zNi>f?_ybrATQZtA!9(R&K%Lf;|Ntl@(x+R{4ccV!4QT<(CsN
z`qDx;UitY2xw%Mi;lST2hP6ewWQ0y5W{xnvAia*|<Q>b&#rvFGTps~2XgR2|oTEpD
zV%CZCqig3nyT(i%Ln!t#k8b$jV)aa7AI*>$GYu}HtE-_aV*rn9dM~tmxqb0M%jjl<
z3(>DWN&lR=rC*MbLFc&H+a_u0R|6LS{8#S`s<h3MJ3(kR{2;(yhH``PHGj4dO#7+5
zrp(E}^nT0y`OcZMZL?>?3m2Nlwwu<TO3a>VT)EORdcr++!reD#>YUK0mtFW*Fv1vF
zaiwS6@ubD9W7*^ki;!mKR@?ctRyNhmB)7{LL4J*`mc%K};S}Y_%8E?Xay_L;P<&ii
zmd7v8=a&}9%8PNhYb%?WmA&HXb{-|dt!!jhnyO316-8olDT`bTP*739@yCDfvB!Sz
zvBw{KJU{oiRj*3*bv^gob8o-<9(Mfi64M}vFCY$xK0adiF^iglkwVyC$a`ne6Nt7G
z(hJAI8{vO}qlKImgbeX1XdXQ8k}4_>9%Em%@$%oY>I;vz>+fDi`W!cuNS?!`%g!Ki
zgHQyXb-;-I$L!dV7&sz}Pw>8e`m_I!z4s1k1W(g6Z|`Du+Duh?pNaS0BS69%0m2&z
z1PBj8fIxr%Awa@=?_EMB=`$;{T$k<2tV&<L%Xat7^vuSMiHVz-i@EKY*@*q;o}Z}c
z*o%wk-RtX`KX#f{sg)pv3`nou@BN+^0fuD5NBZ*HubzMM{PD++Km7dpvrnHr|NNs5
zK6-fl)vN1Q7nwPZZ8a|3ZlAbRJGfage6eKudi~t(#@SoivHgmHE%n%?%AqYaEmZ9j
zisr%O&go3cTK?#M$>h!I*}F~S*Qy71)q}gGU5ojKiFDIkR@Y=EDUr^}T$XVA=PGCR
zx)-kuj4T<)R(iH?F7Mo0ed(Q>KY8%#{m1V;`{X&YkN_AR=U;w<EBE==*pR=VWQe_h
zZ@#c)^4N>O_~M46%6O;<x#N$a%}B8I^z`v4K>YY0{CofZe>Rh;hdcjZ><Bl`HeM70
z44>;c!^KZnZzSdQ8D<zsd%?6veSN39K0<&!q+JNa{gdaoUhls5z!v&?{MLK#zw_XO
z2A!^|Qr)aq_KlX9CsqBk#ly=b4V`iI#<;$@0!r<*JqfKtsZIUytl>jf7~8C_?uhA~
zQ<`UUwcYfzCTW^ubY}L^3RmxRFJ5m0ygayG)iSJ*Bshn~x_SoM`G+GIz`Q%CYN!ZI
zGEEnbY*sU}X&cVN_(D*%SmpZu6cP(%&C${nkA!S*O>2Z@MK!apUA)meyWfaJ@0w9J
z_NB3Q0ldA&7{?4TG{!A7+9k6%w5UE>(-P0jQP-1Pt|tp2FQ|}|XrpQj36KU2aJ?o<
zi)z7S$!Lf4^0)K!wR3Sl>l<j7s9?b@sIV?fr3+Ixh2~ZUP|AZh#p^7!i8NwM<J@I&
z&Vj<ta*9v$W0;7M1-BtI(%Ien9Qkc0XXvcQ&pQ!5ICk{dAqt7kTsSHY=a0C0obd~G
z2$DFW;y_NJm(WFU@0k@+?8r_c`-uq(589DXr{pm(tgx6+bZ}M~KIWH8im~x)gK6i1
zdcjU8{n|1X_vBvKW#qC*Y5|d;;fO3*yuuw31?8SnNU9;_x&8$9;?q2sJR&3G(><`K
zDqFx`CmO7YTB8)J$2^^-?M&cW;qS5X!0kl`QewztSwP^kJ(*52Yz5hor4o}$2Ab%@
zV5uWR&)76iX^Lx_(g)oob|Lj)>4jdJmW1jKS&cEWwkx7zJh5pYrqUQ`7)>dx3P5Y&
zr!nPhGRL-9SR#ll(gwr%Cv%lsLQQ8N$1w04`{I!LOj=oE?3#*W+PHLGyLGQ+_cg=z
z%PlLn8b>w&;HQe|<ZyiZ7#v-&9$^fHA@Eas-Dpn0KpS4mAKNIP{}HPSG~Cce5yQ~I
zwVc6~Tsn+~*{`3-;N}l5XEyg!9UcV`L)Ry*?UHp8EnCfK9pWWPpfFf8V3yi7p2i);
zIwa%EqPlSIsH7ZEEIt-C5nyaV=9LHFB0|gO7|1Q!EGf$aTapS+lK&k;Nj;NkO+E2#
zgL3n9{?^s;|L#-4%~xmEuk)-`Z?xuiShCFH#Rf}}X|#57)pYyywg2w7|KSY3<sLwH
z{nLN`FAv^%)YjaY5SxtdijI`YBBCO~!YH{7_7}(qFA((3PA>NLE{;x!E*EEKCr4Hn
z!E*_G1arpI-;ERr&x=qNBSp-sQ^!vsy0EHF5S6zbgmyZ1;@rtIfF^A4E{rmy8cg<M
zr^TER4JKmt3?&&gBD#(r!SLb$bdcVhW593DV|pFO4Lflf6?Rk%Ci9d@=JCqTkv!B_
zT}M*qL_SZvbzRAotxOG|8Uh21#qXj6sB<Q-eLTZ3lF_@slWoP^HADX*Wg@E9K}PCX
zdTT~@X-GzKKv^>;a~$uRnytx1=quY}8hYc0w#pXow34@P9!MquVw}$DnJ;c0P;}3!
zM|Nw5cFG3V)sy>;R#w+H%GxI~cyG>6>=@57FQ|GKR1M}Njb6$>S&6FFCmK4li_$|>
zaRG?|K<{0v5(70-FI}`xlFOMG$1@2o=MtRHN7<bTzi=w}{K<GXhh%rh2>Ua!j^|R{
z9nw7P6rOgP5Elcfuy8jDA`_iY$GMXDI_-Diw2vc9+7rxZ554%}kAC>0BZm(iJ$y)>
z7~R&=c;n{H`yj<xH?xT^+ssIe9WlSe08+Ff6GrD1UN8*AULm7LxD$VRFm@D<m+e3P
z59jNb4D-leL27^Tg%^LzZ`berOZ=w2_2xT7&c&G27CT2Jii5D}5QpMJXt0A1A-(>B
ze7?xB{pp|a9YVeQ;+s#t`1HxgPwum0_xywRo<6wy_Dkzm7p6BY<Lm7+mki^(bz*n*
zcH`pR=GE6br>@mZT&<eESwD8Ee0aNba=&JDx2$iaz%VZFUn?}PW{>V`mS69jyiwn`
zk>9^rU|z{>8BMdUmyGRJPF|{>*emZ_DzvVYv6nG>wQccc&+Mhn$*s<*ZS$qqH}_uN
zxb^1M*YCgj{?qqA0?+XICm(<Q@z1{g0wwmz=TN{tqfbbL)5Lbb&rxDu3aqKH#n@Lx
zgFy=Uf_|T`f4;K3{>Oj(1McnbTLb^*0bN~P!z;z?dO}<1XM*L$?-gy8q`z#vLZZo$
zxV??*^~ocsvNjEd?m8GgG61(xCZ4|kNWi{ee7$@BgSX#%aPQUEWKv0SQATrXetTb@
zWwr<&mt{`XIhMgPSMPiwE6M!9wm|lt&e5}3Jd`Zb#RF-k>3k~h>$}(r6bum4biu;S
z_Vt%~m#!NvOQl`Yx!rSl&4UVgVNhtayQBMAN4GOx0T<YwYXG9Vq#D_(wk(ywsL^&O
z8U{#hv8^LF3@K{6l9F=+2u&5%hxV=HL-w28t6RL;wsfnNCx@Z!n(mn#<AlOImz!G_
z0!<>VASfj#fW^k_Qf!Av=3f*H)pw=i$v2thg_SG``aq8_ZzgpEW-2qUG|J8EoRjNm
z!te<S+9W-c^<mlNf%WFN!rGwpqCkRG!I3V(Q7-giyLsEeWep6s17zwQa4s&*CnC-x
zF(X)(;K4RxP&fg2JO5xuCr`WcF6U33C8i<N7bV^2?2ds|r!$CcN4zXJT9CEKYcV<m
zO^?JP>qRy`9>}K#YO5#6Q$CNe22~?I%_l<{9vM&jHlU0kbzMlEQC8C?LzP7(xI=RV
zl7ORyBFZTdo!a7}Vw_P>+_%&<VyVfXc%@QNWNSgn_fb{}W2(|1p@f<gdZQ_^rY)+x
zIov#x)jljQtO}JS(+Tbx7VU^~BNoC|1+Etti(`gL#D7y(hNR}w$m2_DH@z@`HOVY>
zU}BaRp*46EB%tcLBlH7Ox)DiU!2~NegjIKjH&`SMRvFoKGzoyLT9AExNxJT6fU8s}
zGUP>~<f#2ojCq;>y)~wDLe5^Nu2<IBA7PxtWlbJg%Uam4n%UC~tYi+XW?PmO&6cR1
zSvE`~RP{k*^2JVsF{-wm{l@@>%A0Kta%(Aho?O0R2v}=&MN4#(C7tpk<5<eTGUN({
zag1Nx^nsN;S|iP~>5LbtKx!L}X+VaJ#&9bd`(@>9UbKeScEB46?;1-%fOU+d>Me=&
zoia)uQ}VoN0f7C*EiG*dD{cs5_cON)_7}g0-VA5KgXqk0Z9^$_oiZ(VNJCi1sJwG5
znO5%YE2FQzy8fF#YECduoZs$QxjcR4rKQVvXIHLvk8f155j?)#FuAE;zHGYv_S)Nz
z{;(AJ-`;1x%V~7iuYdh75AHwfG?<g)Ql%1EOjLAqgfuctg6<0P_oK$z&DoVMMf(fq
zogM7#&YpF&gU)rHBl`=2|8VBCh|ptV*%A0cN1Z%j8!xhxcnX6{NUvkx9ZqpVtSj<K
zgp)X6mk|gT@q3IhOf3wq<HygO650C$zl-ynJVIBrP+wveDUOd2DMNj6{*#O#kATK`
zK^7Y@uvpvNo35<peMbxgMbf8+!8{UQU6V?h)YRH&-hp<ErT48AbxdZrLT8%Ah%T7i
zt)0EnGJRQZT`nc&L2skBC!HYzrI3gv=Ki%^@wMGahOz9yjgrybs-?T_eM>5BZ=$w8
zp=~0|G_P(R%;F7o_iUzNEX6dJJFu=9-K{5zZ<@{SUoLDP%j%gcu&kD_L{o1{HqRGZ
zS4y>}B-B@ZLuyGzNM5v8a)48Qq?c0aRh{Tx65*EPXP@n7uL^QW_q0!TvzIxYQ~0{&
z2YRP?P*miSALw2t@hO*hVs>dGJi8M7(>=~{&UA0b2*)#CXO8(hobz|FKX*plK}T44
zJcjr}gZ(fuR%&Qzyngf6{r5k3^celc&f}+$?lHiyz(`CJzGw3eBZUM$(u)tVQOAF_
zMjPl-3>uMM%pC<eUNBZc-}CVo_usq!!yo+c;Fs^;=5_ytKY8)a?K@~f!N(Fz2F70`
z(h*kQ5WvR`6DAl}^FRG3t{>hP&K;j(Ov(8e-m&T^%%yL?{_yip-hFic-dp#s-n+bg
zV|jUhd})7h_L6aEy=wYO!{XhR$!pbfx3$Z!w5+|^HGNCF_;Sne#o|G-9NX%N%N667
zD!Lak`qpzs_BAti8U}Vs2DVH3)>W1*rFli*CT4Fm4{er>Y?aO5)=poo=KR=bGdJ~f
zx7#Q88mD$C!!mBYJhyy(V&~54)tC2PdFSQ#pMLQ8!zT})J$k}`?$b}mfFZQdUAF!w
z5?{jdLVfXIaT?FhW`+G60}~7Ez55@yxq0wF{M$SV===A6dLR1~SU(d+G0FY}n*Aqq
zRx*1e^o8F=l@Lq`Y%qWl4<8Gz7rKk|7ysnI=||5#LV&&h_}P8b*TW}lJAz$ZU0aKe
z2&$>hHuaZOH1cjeqs^LW8qc#V<oC|zSeJ`i2GU7yc8+ITmsBjAYJ20VI|<~Zn`R3-
zC$pOS6XBM3jHV86R*vn|jbE(mUo34M0@H*eUEQ}_RNNqAQg+V%7|}0x-}AB*&p3r=
z>u|>G)h3<?x+bz(tmJJnx+ilwhSRm(32h^}%9=Pk@bB@?npP>1zmct~>HUV;Yt6>V
z9BrSR#P!g6Y5$_Sp(|P6o0?M+5*+DNTo+5Oo~68;vJhoWRIM>hRSWB00%!sw2!n_!
zMom+Ud8(|jGYij(qDD+7HWL-azABw)%qeS$$kha=7K8*v5X8CwgUiY7lvltxpAaF6
zh)&Vx$d7=QpIa(T&J0M+@sCZRGttwLm7CK?PMtjhMBUEe<f$`9XoQ5~#bzRoR#co@
zWSonjNrX87@&ZCjqarsgFv1?qLr)MJg^3D}uqeI?2lav^+D(xsktQ(agNJ}E=0x<p
zQV&Ab3qDv%t}k(YG!LnMa#<X>6`-rI)CkGTlHFob>AQ4^ig!-R@JVBjvOKV=B}yDx
zBgn}!-Rl?xc`ZpRK&Z&-I<S2bd!~t_N5Yq22a|{w%juY1i3)ef8=xn^=2PKKET5~9
znB|?O49F^`@X<eA>8I976~+Fk1>Q9BFy?C=j;`(qV`>SM3@ePrYQu1>VI<BxpHbN+
zMOM`qWzZU%`x5xQB5H*fhhm9IaVx9}t20XV{n3?%@V3!t(|khTN@~YMG~xNFT{Ue)
z$Ss6f|8fQjjU+r1!-^K*8zJaPnt;mnVQ8(Qy1?2_YK2494Z(Sp0oYTFq-n%1sAOp(
zm=#4h5}aUxw5Tqm+7JP_wPTDxT@oEe^(M0VvX%kbA$jGBpjxP|D~b(;Cb8}s-a8}L
zc1G75DQ%A^(}h(VB57YD_ob>0R5ylJwxjOky57W69T@yfd@xoC>N}(LmLz>&LUUg{
zLrF&7WsMR1(5}(++3nV~{qOpN)-H{#Um3PcRl_0A(=eHhH%}K&ZEKgWc3gaU;`%$w
z2!`K9XZ+!N{$KaNfBl#L`pwsWJ~pzDnvxS4E|W#dq!EO>Bn%k?ef=@JSYLE?W`WTW
zFc;Y^RF)udA++r506-k9E3$Y<W*)r+M}jQYi33;agup>ybDcPLLWr(^J?1kE9GNB_
z*j&h`gAf;I6DKgfPM%^%@+5;wlo(p;h_Jkl9XWCom38DO>Wcy8v7>zUsQAp`!^e*v
z4h(eB8FQIUG?|l?)!`NT*t)i)Dt&V2NOA8>Y0tD$-5|{>4QuR6ukVWQoGG-fX+|$r
znV0f-B^}->8QrcN-KiSisTkR+>0hbrnJ+EX%gXdJAS$IzEE&b<dQ+@x<&&2Q0@cpl
zY_Y5sw~l3$v_@oV{8aVfrn#c2tIcM{ntjp6sT_pX&}Mn}Odis!t~0)_8{U`PIF;Km
zk&8=aUDeRuTiX%W(wot4$}h<dQ>O){hC8Q*x+VlV#rxZ*1UV=I9n*a63qsurL*0|T
z9Re;K_rGwWAl#=g%v%}eo$l+T3iYgv@T`%zx5oIX0vzI;Pi6VJggcz}IDORL?u?()
zc{eKIE}T4bPHa1%!CrXbg&+L!A4f)ncNyER-?$;vmtZa7Qs7K{r@j~-L2APO5(zL^
z>lj2r*ATrILr7ldQC~LD6e{MxXCjLvj4|w`2lpTR_{Tp!_~rWkDEBr^@gEL;%76Ti
zf4l&SKy|;pwT;)sil&&9e#a=a$whYX{`60U8bgQuN}#}mYGm8-&;ATAPej&1OaNTv
z@bhoUS-th(-5W38SiU$rwbs9SZDjMMq2Y}RqFl@OT5!6iZqzKkte?NzG<~aP{Cef|
zt=f@GC8K*~<CiNYE>}%lt~4)awN50=-fdWTxy3lA7`|9GbG^Q6KHI!fFmYAew_4P<
zls~dlI)15i@><2j_43}e?AezZ#;;V(-)ik$K#Etd-WgoFKCt`B%I@9uyYJk7?Y&oi
z`uL|mee~Yr=TAQR>{B@Wbf4o$3MiTAdKAa}Q$RCB`b(@v+R}Q0_CWY5D=UY)=wLp3
za9{mz|0|=&?`0OLNLL`#kysyo_$dn<s4N0tLUBE(R_G%PFx#|Iv<TsSeK&Lb_>(6e
ze)Q<cGnCjP^q7!j&zL;kfAkc<*SqgOdiTM@_a8q|7Gzh~Wa<q$O&yA6bNa|yWzV>>
zXQI%$P-K}`A&08lrNq5@W^)J&nP*vlDA4sMwT;S&;q}bswvA+(W^%eF6&+(45czuM
zR2}1aQ<rt)d)lF`%JzxeY)wRXj2oMP?B#g|+Dnpr?Ol$C#kh>^R4v}b3|Dtg<aSNw
zwhckbP3;`Z)tNK%DrD?Sy7`_7inPlt3AV1PC--VLUbl>2(wk<BtxKhBmUWI7(W}@&
z9&9W_T~D85Vs2R|Y4FOnq-tZTexN|DmB~`vp_1a~U~uJ>1?zfKt6Jmh+EM}~3>E=w
zdZpxfF=|wl_?GGg(uB}EIe8fS)F4u`=o?J3-GyLPjNFYhdm0q19A9~kkFq?xv@RwY
z5WU3J!SxK8D{dW%i>Af%2r$Rvt{$g7eb4)c+C$a?Q%@=k(~l6oZ_tIXXje(B2mDoL
zvWO^vrK}KUseJjleAhX<;~dUhIL?}+4P4LCq9bSs1Qk8nbQLL7{;}!AuH2$iMam0j
zEFjD-Ak+?;YgB@3h|D=D+b1m6DJk1KQQ@hq3890syooR#S+9_y+OYDb2yJIfbxTy1
z+OMu14@!!h=p3gKF_uYdbTa%^zr3;_tSw-z!d@#1<R<4<M5}7087dkc1CVg|ROqop
zy1!Kcd6mIL=oxwvyf3N~RD6X}EHeUUpys>2GqSNilI+&lULkH(Lk|)wPTL(@(;kzj
z0hvqluWNd~9|XBdJ&z!{`na|cf?i1O<o@N<!L=-+TzX4_c}78&UfUy8H&VQqFtC)T
zx5NNz%`XqAF(Sa&I*c>T5LQVV+Q{l(&Tb!1W1AimOjRpk4hTkr`-)`>ZWLFQ4M(&n
z)s4tD5D+bcvex04W-A~;S&KEMK;us}Ibki!d{)O$Li-TI_sstJY$*M?rGcgO41z;p
zrg6uXG=@|dB&=h1PEbN5t87hDRw8tz+Ab+eviOH3_2H^23W=gMP12$|3HLv&+MbD=
z>8-}DL6v2urgKQG@6Be37&c~2TVkm;W^fTyzUAP_<PXQcmwNyO`+xq!e}41z`!yAf
ziE;Ay*u)rFtRz$t5*X|+hKwEuae7C14i^O1)Ry34p2*CPlskm3^Tg)aPZSU?P6$DD
zk_|+n^kO;j=yAL(!uBVQ5}3E?D{(CHTDF7OU_=%$f8@YvK6#8Y@YN&7kZQ+{2zkXB
zg!-}_aB+?uI&$L3Q9gqP6Ix9C?+89vZoWJ#FD@lJxNSh8*5YF)>-!Y>WfEmYbdxEs
zdz`qVrhB@mOdr?Kn@)hX+#u~+E*ameo4TqS+pC<tsb9R)KE7KuuvP>f)4Wi~P_nW;
zu2>gU45X_$rn)0uZ%yl4RQ4|BOkJ*H<*jQjw`E*WV~#J>h8EO>k`0@@q8q+g(J`IT
zyIeG|p&8yOClu7TqSTrbDKIJnGG>VHoGwCundkEfj~RwC^u1|@z8rN~bX8qaZDUGG
zl22AnSY}q3EX+C5&tB$ZAK`X3+20|~>wL7geF0&xNS~Zwx2zx+g}<{Z#G@qCT^;IH
z6zY=heLmI8F3#O9)bUJ+^MwExdk?2`&dz5XoKIhHIOXJq8OdXE{Kr4~K}b+wf1l~f
zwW|~v^YTXsnl&^u7y=CM%T@;?&=Ufc33%#2)(8XaYb2OWcX9MBHG}NlL82o4h4{g1
zBG&%&=~JS42fvm?zP~5q1zq>w=E*lUHkmbw(Hr7R$VH4V6eBY_V(G&BLV#g{u_TBP
zqm)PR8Gi9|ac;aXh^F6u16!4~&sX1iedF@_?E2`^-tgj;p6NZEWw~JXX8rsf5%gMq
zwQc%V-TW&p0~eLO>p5tr!EM##RdiRy*sf+^UD-CCGIphW=63zSR!RF*>gb+kaHphe
zHfwaR!n~sFT`e3S;IUI8?6N(zWhZ~=l6v7~J<izh#qyDz^1*e@(o3ezpNww4I=*#x
z`qHcGH{RHP>8;z?ac@1KZ|D6dM5ccBGY+4BDW<|G<O3N-Oiv)%zWmo+iLbx;*;f$E
zz8)GLId~xc!~gP~Qsv?Jo+R=1_C*jASXdte^7@#vY}gU>Wh3haOclQikBeMA_7^-=
zoBFZ^?4KQ=y@cq(^<oNs{{z-OpCQ2By3hLO$D`w;3CW>DbG3cb>Q+mJc_x2iyLxD;
ztZO89Y^`$UqE=6LVOMNJZ-QY&ZX8cD&14%!QsI#IEftV10MA81cE@;zaXhtkSPqR1
zCv);r^Vr2Y3zOf4(u($^`kt)Z^2ofZaE5x|{(Qrj(_w<0g<5YMS1sRe>t84mJ2m5&
zV9X!03`5z<>ZrW3Fr*8CC?ZnHIX*1|3iG_WZxPF@sAq<$sIs~>CBHPRr7w*>WoDOc
z!#P;-h!bA@v&%vXt0IsM<j+~tQ)}rcl;l<fiIudT6aW-Fam6c0G>InVysChbrm%wQ
zkPw**VJ#QW(})~28?F~aJ^U_aNvJQ_<_cvXB+^259?L>t%SWdGw?31Q9-wK6fiRC&
zWC{t_i(()T@3YuzC@4{=E%*`+K@l!=+?=^^Br?_+#A{Nne>P#Eia=F;2$zqMMW>Rx
z_ZcU^5ng9Kea?kRsY9ZP`wTmh@H+75(2!gug^C^`Po!6>(g)>}nCZz_Gf3h<^eaT_
z#I7YbneaTL%)-hbor&Gg*uu(CUiXQDqXDW6Qj%u$=|GMxZ;B)*R#+LV(S=h~4bh8&
zND^Y{`LrLpK?!4*ki0$f$GCLwjG`coF1n;%qO1(y3?SEpAy(vHP!$65i-cHNQ+TN^
zRILrGX^&P_2QzEqr)cz{4gHcvD`UhY{a_647FqY&w&;{>&$K*0GHFE4lvR-}=CpQJ
zw0dLOP&;GsZR0WK`ShXnJgOUeXVWLQ)yCme&=z1oG_9e4EILNW+sD**M>6}P0BCYo
z)jg5YIi7^i);5~l$XkOEF=}kI$k@Sz$yQ~ESJs3pikO-D@*6@4R9u>ywoBGAoUGA>
z6;uQ$s{$I#QYM=KF1QsSEC{XDcSd!O$}Mv_6FcPt%eissuFPSPyTBy1-AOov*)$E6
z2B;e&igl6_T~t|P48gpb)@WK13N)ZmyoCvw;DXpw*M$PRsL+G|P3fIg^v+}$K!S^&
z4xlB<24h}*dnU)wS${8j;|~||n|t7&{^`H``JesO{M1H9YC)_tAt5#~HaadMJTlNP
zz|+-3#JX%djMM-To<D#>h^RaUwg8--JatsW>6s4#-Qu4je03Ztb&|SJ))<9|I*O)Z
zuqZ4q0qH_tVPwJV61$4x41AJI7rTn5kBfs)U$|K|afNa_b{P3}l&>PU&|T!dPO#^A
zSQuY~zVO73+CB)AhlcqB1quxFDQ{M2yVB^ut?vS)lc=tbH;xuH_cA!h@0}^8wXJ(b
zRah%&wx%~(Q*`}_X0foQ9^R^4f3<i1X4~SOHYQCNT<tvH4yM(1#%o$+b*2POtBhx)
z#(w$4ZUyx6*&BwDi&d>-=}m*l<?Yf+jNf*dVJySCp|)-+r>@qH?r6GZGDmjHOba>Y
zrNWkxw8$j4ge>2xjuic1ZkKpVl5QAIZyC(eb|)hR!D4_$>>Mv_>{T$BXztHZmPN(K
zdnLwtr^fqc#`(!Z-P8$zN~w2>zhhC9Pj;|NS(Hynm`AR^Q*N+JL6~Q<w_TEtlf=#5
z+x~R0yHjL<r;E#3XE&&Q6g8c6aKTDEe&O8N<A)D<xVu=b=Bw95>K^Ce$@AyWSWUy0
z5G+jCm_LKp1USIPpAawYNHCl*p<BdcPdH$|1VCYffKgSA^b&3u=GQNNfn;-abvyX&
z;)VWuQeRyDZ!Q@@L8COD99Q?tF95AGnj?aaR>Z0kAL9RQz%tA(5e%~(3*Gh2*PNRi
z`xoDm`}*1aM-Q*xy|J`4JHI(NzN)t_l#lOJP3>1QZCrWPuz0U&>Uzz@_3EL$lEv5B
z=I%BQUR0Y`vb$!}hqj8@ssKXLvzWW|N)wh><3O?%p|xE?Ab;v=-ON>O|C*|I6%2*O
zvR*KN`nsgH?i5VjtR360W<WWx4T!aH>8@e*weF2K``6#FuDvq6_43sAo%yS;>|MRL
zfAi&AZ@l~VgGY?!J`!XQ9u9hZzWj>WFsG5njEfP@Wc83h5GRC${`9lAfBI7g2eAS1
zoBQfFfAzoL6OoZo_+7{?)EDj+(u-q+7Qah4UFa?pzWAyQsrvYd7&3C2^+s;b!>8o!
zp9}Q`UX_9&jvqh!>BGlwKX`cm(c`rA_{NUBiLE*$P|r;6#BR;#b`_`lXH~pO=e1jB
zjyFzZ_AVBJd>LF9lSiPM%>xOz&D2lO=2K~irGvF?Opf6IC1z}=a{OZL!Y$+C?XJ<C
zX6tH|Wx3oioLSQqThS4nSsqMgJ0QY=ff`de7!>v0>D|+G7AVbgg?)?a!L{<<c^X@?
z%9~?INn!ZV)PwI-(Hd)-Rk9!5J)PG&m};6<LGvrEkE(5h<eA?-np4}EkW~_ZxnXlT
zyfA;*{!7mB7S`N!Zu@8&0#a{fe>1DjNaaluO+XoxA=XH0I-=QA1LNT0MHlutTrBUP
z3((0JIKpi}cQLi3t_W5qDR=OmWjeO=qM`j`E@c-7*SE>@N<%3|ByHs*NUC<ICg2jt
zr_d<pa7LC%?i5&uM!5uqJHw;!5516~49L-hq6SO#5{)4e?u0jC({o30&lq3YJF_f#
znq^6<fBb?kAXA~@^CF&E6c8Ejip(S5#jr1{%)eA0nW^?89*^{L_rYE}M{p}R(jHq0
z4p>baI9w7(5{L>Ss+8-)swq2$911Fe%NoMfwV>uBs3IaUg|VZm2@+_pba%2?6kKK~
z{rN!*M%kBS5DAx+2`S5xFv0kVd<mjHbHnmx`ldOK0G%o-hiU_1;B!&xhEPot*q>l+
zUqqQ9v}KTZd}N6>w9yn-QV(e)hIYjS49Su}dRomBS>}n<uCcVW+d9i)R`+b$7`cMw
zJkzAyvXDKvl-E0**$K6NBo(?v+qkr`kJXQ~>3z-YwUXH@Wy~?_JEGI_y;Ac%aRq_F
zGFN3Mv9vj)bp&`mJ+OjQ&-KB@r6toaluU@rFqG6blmy<t#t_{xngXD8@{-Cllh!_(
zhytWp8~dwW;3jegSCx~y>e2=Y1xz5n(v^WiRwcUfz92l>F)YTB7#IK+HX!oKf|V6f
z>C{7H`lRLiGyDbGhK?nkhs3SxkadowfsO5*%jlcW8Cogsn^RflYR8tl7xzYgzt0$d
zxHK%Uzx|uP`^!K7>l-(IQkYjRTrXKdVr-IB5{2dE;o|0OC)g1*Dw5+ONY5nkV7y3#
z9(=@k+%E*wQC`x8665$R*ewz65?Tu*i}P@XlV~v!$`W|4<9r~%P*(r?dA@{#LRQ(F
zE>xLNVw~^DVLo#N`;0lGP-}3#g!B?;J8sL{qrOPpiwqcg?C8<cr%!nMxE?)v$S=rU
zYs{-@ORechYo$}qn9drwakQYNKeN@6Ij~e_;i-GR7|@okFICr<P~9a%9rZ2c4Q-T;
zZdKFAhk0dTV{x;xcUj#wiaJWE>xwCE2rX&|&8rS2Ge5pvK7NthPQ7KVw9Xt~(GkUQ
z%XnJTP*T@iPUlQ^=UmRnE_rMWw2XlbLiiOdJhqIct8`KJt|vpIT~&3GCaNK4vWTqI
zb*Gl<<A{rtG)c27LJO)RD%)a7g)x|b{G-vv*44+Wazd5z;DXqIlwg-gk286ZUZpX9
zi5}<6qP+8hoQfr$xgqXp0Zu6a&f)I%PG^tXpFQsGe9p_m&du{231062x&`pQ*c?43
z3I@)cM1%F1yRTfk^6q=@J$gb^N31<Q|M=q%MfyvS$x&at#?w87(Sq)>&9iI)Ff!_*
zlKN|rzyJ9+j2i`M0)GkZ^~+x%(}>_prLu!RE?)G%@7H~P(2Fm=_}1I+G8;vOa0P@{
zhY^G~g#BfUtKraL*x8J*UkG1}>kW_e>n}Nc^UI%q`HOGqbG-lf;k7&0R(IytcBe<@
zn?~2`7(C5g*UsInTYg!;{EB||R?Xz~s+rpjeQWts*X!`X=I%6-x<`7=T-Q$SSGNqM
z(B_HiMuQD*l@P6;yj(f8Up;@Lapi97!cE=iZl!gzq;o#4XEoEfC?D7@vhEa3T&p%M
zWm`6t<5#MQf%UKF&%M;N_LH9VHwISk4lZ9A-nq4W<?i18txNY_d-<(*-+BKLnuX{(
zLR082(Mrk9{Te04&A|<0T|yj?Vd5eC=3A3lY(9RkA3yxT52*Eo@r9%H>>1KaM7ac3
zLV&!G^n&hn5bh#Z|I_#0|H&Kg@FnEdW83k803+Y^!4nc+PaZsea{tkjxA9~@{K#ZB
z$<rj0%MAnbnvwMy>vEB0MakbOS+9=aOx~*3c1o?Q1!U}pHZ_9g!2;KKhJGN~G@I4G
zln-zfqH^0vM&}fT$hcwoxXtrd>!&W)&s=M<u9nh6F}ztZu*${e8>bX)li6B}Tv6-?
zLJHFc7y>#cBGElV%>;*lkl2rg)i$tFJa<($xT>jaO%9H9Mt~uuax{UwFSD-Hw2$T+
z2Gd!?v@8`F#}%!Ea?@;KlQp$*K%TAw6Y7OYML0aKA{2{*y-4sQTz}9^z@ym3?i$N2
zZ2;hqhq{AVQPu?iDkLi273t#Ybv9J$!Zsgn73+s2sX%dJzJbredLo{5FtjQt52`W5
zRky^J)J0Y_##A)M6;(%J1d$En=8*7@ig%MHxIwB1E)fyq92x7v<%C4JuqlbG!l9z4
z8?ZwWgwpoN<UEWlSAOCJr<3$Qp0_{2)u4@tK1wKIpfK>Y&}>X9b4mmAN`hdshshk#
zgsM8$3?o<*P^f%^qa5AXzVtsADs>2y*g*g*Z;S$c)?i93stI8T$n;HBE3jI*<xo;X
znVq2|nWHfpV~mJ=Lat<&`m^l_zY7j3()5753RM*%7HW<2V~fFihqjtq9)Ln4>s5|=
zY@*E^`bS`XWdIdI>^~Okf=il0EAXjw5;9j+#_)>v@UAI2gT=<4IHFUCJqieD09V%q
z6NO?D3Wl_OIDT@cbm@9S?|e4BLao*msIX!rYKhVH$a-hehnCo`jV(8Xv<yo}wz3zm
zS5NO(m}eCP<Dqz!HAE%~u!eJHkpRZp7B)S&A*eMtY5Y*oWEf>N?GerWF@1CL{`s{2
z1qF#R>r%nkPU+O1%DR%)Ihkx-&Y<0!?ns<5eSZR@NxB_d2V#2X(MyFy2V+t^_`T&J
zkR|efo)3$rNs}&7ir2lV#pEt(G-cEpvWqHWE9w*C<sPXy0aeY3b?phY?NQBriH$u8
zIui?(GVTg)cw<jehqZ9y+IKOq@AYZq-_?cx<3Il6-~G+s|NNU@t*%~HsVb9`6!PRO
zc@pHQFh-3YE-o$(j*fPq<0$|-i?e0JqMl`>h^FEgeT7K{=i#jA`mvc{2XXqNB<6+L
z1*8j4?9_?V#}1>H#9)yz<=HcA-PpV@8@Y?~;F2-BJaL$qJ(EOq)R7a%&}Jf9F9aJy
zEb+;sIAENC(?V`>+9tq+8^%<UIQgL$ot^BwecVqRKXUx|;hNT*+BSJb3p4RNN{w4A
zxy%b%`ZGF)a_YMhyC?DlgK@F6cfO?B7~RBnb6>1}D7o1xZy8d6uOHs29NL80Rnlmc
z)7sEv;ZH27wlkVHgDry@1M6iyvjx42MT48=ZGghYGOM~0N)6I#bAo;}-Mm!LzgFBi
zn=?)m&BbD@kJ%edpeGFD8SPUUb-nR<)nP8a=U9jDna(D}%N(<Jv9xEQj7>=^ftH05
zp5z<*lgX|ath}EpXtU;LW(F51!s_#6rSZWsk8`m;=kp>xR8gLJq3&6ME@e`m@)-XV
zf9GhQ3!(1kJRHwBoImB_eAeFKq=(P>z)+`vFc(jM2Uky;GEaE=IJ&yo+h1Vw{79>z
zdH?GE+dqBx;p4~bpFRKhBM#6o;RAe3?a(J8evh3(?W53NHiHFe!>~>e4j4g-^cMp?
zfnI0KCmbd*n*0WwX+?SEzvZ8jr>BRIjI0Te`Thdk^#xZLI|x>W@WHsQVm(k$8o1Kr
z*Ekj>K3{zaPacT>$3Of0{*wonZ||(^POj{Y%x!cIuT+!dnYvOnd!ugQj&A8*)A)Yb
z$gYYJ<mzii>n2Hi28g8$9OrK~tiNiUz21Q90(Ny^y=3%a`5>;>mU>`~@iZBa-1!^Y
zsmoQf*J_8hnK`O0tU#`3npQGL_A5uo>R+v-fe0BkcBPuM*zo1jnLE0fTe{Vs^sU{q
zE?%}QT^w22o!z^>bMvJeue|mOd^U1==;V(D)AUOrj=%VV+8(5rh=kcB8QvGdj0Fm6
zJD+|0X>?57_xf;{y1H4}fTT)%kd)U`f$b8~i<L%(jAE|+9DwRGTeSW|a)$Rm5PV--
zozQd9C?s63XCDyydiEUY_5Kso*W(9IpT6?OPo%Pt=GMa5W!?Bn-SBGV=vGDFVj-&7
zG?iP~Dl5^2H(L@$x75R%>fVKXq*SliWJF@+nW-UIF0iSuJjj0Lh1~Y>^!Bkd=E!3^
znt?U?ztn@96{PM-<})=O+$^-Lsk*7{11MpPOH=zPwUKBr-%vX+6rO?Sv2<(%W|_{M
z);*~lTrD%rfWFV|o7c$mLXvX>3#%is7dpn2Yj=9*_dBNd3_WwqE3>FVAYIVVn^@Hu
zn_n9eWAnR!y=RpMLVoL+$tTR;)Sn1^hUWxrS0X60Qk}GQAhXVxl3vIp(a$&7-ofPr
zA%AzDbHNeL?mlNgX?ggaWzP`;1HvXE0Xl>yT|6{^lPjacC`&ELE|pLW6f5_LPxGXx
zIx*7^e!e8mEmZ0(OLQYP#=2s3vZsHDm_-uckBWB>mN>?xuma!;@k~{N7znR0MC54v
zxwbCeXU;pEyx@2O<ICCgw4>{3vSfkbPO8eNv|N9#&#@CP(g&Td!Bp`AE`bIpYm9`n
zfV@HHFeoIh&*w>+g+$q7Th(>M)py2YZ9#a*D<jC{OFAo~*bftoK^xUV=qp4Q`-Yq$
zEzgtbAw&q~ut<o+EDwMQScqi9_{R7Qcj#4_G<Pd~7<wYoI48S}Tp&A)^}KP`hH!v*
zkJ@3^udq6>L?^OggtGW?3?HjI!l@ZTMA5y-^E_Qe<@%_ShVa^UYI?#MP$K!r<hPHe
zv<;_PSBiRPb1l5XTFV*U1nNa$L2!#Drl~g?NJT@h3{d~#wF&^L5W3XbAhcgoUjloD
zSdqCULEs>yNiKlSn7uL&Jz(-Pgk=(%UFOf-r8Px%jz`1H@19E1c1QNkr^5lWu8>-k
zksKS@%rQ+fn~pOKq;fYRH8Y9?ShaH!%zj3WIsj-bjgZWyL!>lb`KjvCGnBz4b>KlF
zb4wyh>!lq7>Q-}QT4qd1MM`c_cxtv!PEl}G3wM-MYmy-#*)J&3h7gLYWDTJ;#yX+<
zUY|Yw9bWi9|MNfp?O*>N-+uF}-HSI3hQ8{WmV(0a%uHo)P>7S0Bjhd@N22u?KtKr4
z7C=-nYJ?hb3K2!#-UjbFjQ|r47-tcntrJWbNy`)Q5>}P%1e-QCHH33@;>cm#s}q79
zK`@Mz7sv@QOk{5nxpd<AVNzk7jq?dR%ci)FIh=PqdiXGbE^=VZ7e(IwFtCKf9HYCC
zWJopC7YELUUUPMKVWTf3+^5-8SX>iH(zSCq-#AoQ+b-AWVmpQljbloUJ_cl>b*X4@
z6$*U`d{nJDUT00L>xpl)r0^D1Kb)rROX6K{GaVw<l&Y?ndiXQLilVx(<XoT89iUHT
zj5)fdiE@>+jHc>G(^|(A<sDMBA$njJ&Bn@kWzS;H><#VA^*UDCC-=3}`#Q9oemJ#d
zSYBm}O)2n`7y2}q<Jn24!)SD;nh4qa_2#*2&7<3O=sNR!!Qe{Cz<f!oIajHY=4VAz
zmnG)L`lbZBq=q=BhB#(QTr)$R3nX5d!R~Tjr_=zaSYLaI?}f-9S3hqD4^OIZ?fruV
z3n(JiGbEBchP`i)qod1dp8!W!cRNoH=L_dgmub}d*Dk;D&RY*2LY-j#^ZeOI#Byw%
zL&z^$`9uf|LZ(fEi8Z<}u$B1u3Tx@BFBvl0#(L}y{!&OXj3&DMzWy4R!}RprzvbUl
zT52kW7Ft7iJ`6s&nwUaN;J*4=)Z1`{QC~K>#i)^(J>5NDe*5#!zxwLw$Il;q^yIA%
z-nnvjYjL-C<!ayjo?-T)u5&zhXuEXcO4Zygq?dmDvZik}XX;wj>TB&|mk8KbTGvz~
zI~x2hBJ>lND(7$NruJ)x)=P$2Y24Nfu0!upwT&ekC*{_){Dqs^rQ3i<l!l3vft@1j
zwhE_f>`LX(#j>&es;L{*o%4$B#q6b5TjpNUPT#7Yf4OP&vIes2+~xM=Oa05cBkPyu
z_HJxly0&}srCax2edWFPQ7gi${E)|n7}#f@aX@I1a{ugSUw-;I#@AN|;XOX{`Bz_G
z+P_AL#P{@wsFX^?I&$hMn0h)BYzvGBS_}INooGwc3y|02ryp_5LGV=BZG8BIr2Pkv
zpJ0M9YW#pfBwpFapWJ`)@Xhz%x&6k?>c(PySMlIj#mrLu$byD_#-R;0lgFWT4HR)r
zQ)DF*nK2Ma#h6ztEO*Zo4sKK#C$fh(G=nSZ{)NKMiA=x|tUZohtiobq2fu3yy0Wr=
zS=BL_MLlchbiQeUy&Dw<rjdaQJ2IE*4fD$KzND7fq8f98q9lms9Xhz-!-qsU!X;4E
zNXr@%fH0F-sG(hPJZF5nc66i8I9AX;lG9*<36{Bb(|r5=^-FKfQAP&YPummUY)NJB
zETzB)o<kCqjw*Veqb4ub%wDeVoy`Z@Y#4@~AxCt9)34CWKu=IoDNFXCh=)O8h}03M
z%Pa64^H5Nz7++q2=RwD_T^JJW8W!Wsx?h1NP+1w8T@s#C5?NRg8<QRomku1>7vO4g
zwog)~58sRU0qq4Aj7}y0a7VIXVKSB_y_h^o6WyipZek)Sb0lh2Tt@~T<N~A5V7L>`
z9%meAoOC&9=Xk=+{j7`IX_5Z&JD*t?!r&4mMj-91-BC6rnE*0>1e-=jHVg_b1Ts9L
zh?_vXpZgG?YrZC|t|OKjpoDaHTBNxlF@kmP9hd4R);5)55T+&&ULCBe3Zh!Nup%H^
z?Uw_qs=x<V4fP_EQwZhFBvDxnf5R16M2;q)xIw~f7Zg}Qb+DqyM^zgFwZ67P3b}&9
z9dsIs3qh!=WvMVIPvc)y8w7!&v?&xTOw$rp(L$vo^my`GF@(^{_2E?piZa8A=)-NG
zG8;MC)E5T}qIH1A>R5QE)@8-SMH&$36i8_wh7OTBwv#_|shC6eB$Sfasul^KFV%4;
zgvH2R6VklUz1$V)1-_Xo{}8D|oWg^e29k9|)Bs$RGzK?YB05H+yCxGx$d#>T53Hq+
z?qm<HrH}9AkAuYDEN(Q#>bj{kjo=c>8YQera&PczQqdZTsi>?9Wh+7C+#14*szL#Y
zBq_Yq)zPgzn)cp`qKe4!I=N-Gg=d3qv$3vOqbiRs)kasfN%dALkE80@25k(hF)%TY
zs%w|&jEcF9Kg=9|pU<7Y{`If_=CA+$FMsv7uf6iFrGKKwG%`7{*4$(Y^bc{grvux8
z-9|JOfO?Yi=qp>s-o~XD;rRnzz3r0>9MM{EQ~4i)ih(2Y%w~LHjuGoZeF-Ur9YuWW
z=y6~apj6NEN+8aR`eKKXEIoUQtSbuLh1rFvb>t9zgg9Ww`RRzR!{XzRm{^J-<FTWM
z4s&1x2|GcIDa9vk_Sca^$U#!&VG({6I(e-j0Rz9;lu_4C^a~S=Qc=`bQG*$Ja2l|B
z^FofTBc_n>tx78?Z<7JlA^1_=A*=3=&#Md1C=1G|3RX3Q=T?P6_$jE8=qx;4=QUaq
zdKU|Nmy|qj6RmF=K)l738X^mH5sETNx;ofMPuW@_;j#HU?Z(;ssVmyqYmGelV`mvB
zfqfMw<@koiIFaLpRsr{kVanhJ`)<XYhgzck<#N3>OK(oEs!vK!3&}_hRHlceNZh5q
z_VK~a>Wtu$%#bogcz(2Ba)4WMfP1L(IhnV8La1wGu#3N+V_>jzSd=@QAKoT2O<*z-
zC~@`)a&YxN=i+hJ+t1Fyk!tdjcIQvY(-JRT*?ax1H|~GHE1|HzZ0Rpj(zNe=Di$Dt
zmZQNw!vqsCFtiOyM(jb7_-4*U3{03{-+b};XZT<TAJ|Tuc=YJ;i4!M(pTDxd^|CDe
z{n%VwTkJ1PFs`78tJ!4O!D*pEY>SPg>)9N9_rZG~Jbla};f<eMy7|`Lop-OSUbU><
z?q9yuK`3bQQVol8NUWI~+QoZ@flZZZF?)CibX&#JOS+kB)sy>GquXVyW=vkL=CF8M
zKYL9(x~)Na^(`p}vA?#;23Cp$V`Qmtc(Zuvjt)1heNxU;(YmdK1~#-?V%Z`bSj>1D
zIoH2YK<;bp4ddd=%_EmftrrV=Rx;tT_Rp29Uhdi0AHIHX`^v4Ioy%Lh`<JfWyz$zb
zZ~XKD2`OP$@?hbEk+9-~u)@ClQp}DaoqqN?ONT;(QEdI`XX6u-FTQx_x894t%NJ!b
zDL&Strx;wsy*`0dZ_9ms$R@|b$4^Ao>$ymRz5nnrr`czG@BN2N7#}?qW5)xwD$~Xf
zo;`o~{KF5PKY#!E(>FhOYx&C9l{dB)uMW&#>DhgKaN~B*%C+`^g`(k&64ck!Wo`em
zTGyAz)_l)w-o$PlOQ{2EC3uzee05Bu4XhXPj%HwmZQ`P?$sGQyCNFEpcI$NJ6aeOA
z@2#ta#P2n&QNvqhQ&;NA<KcSE+|Uj0YKC_!hIT7jr?VO-6%C{EBE6)nEiyXYowR^Q
zz<E)flj4zC6bvObA=5h-zoI#!pf;GOe9x4!$xN*zZ|lm<vt_ge)pscfJm~t;%3EZ4
z<)LLdvRe@_91u=W*~=PblNYrMSDX803ug8jm#%lhw;5myV5Z10m|52mU)PaPTq7k>
zMu3Mw5*iGEIj0#NvY$xG9Zl%&ch;R<#bEmYWLUflWYpv=66s-zLP>sE1Sr(p(r{8e
zh$~ba-{|Ci3cVzWhFR+57wYH}48O|(6h@H5i7BM*lFy-<P&i;Y3#)^f+<_`BZ;|q)
z)8~$`De3HX+SBKPqm!_|2<?-%Cpngq>FwbwviHuOm~v;a&R9#7CV6lTvx)+g)tFAf
ztPBu63Y9rBKMj>SrerhybYaaCI9PbBdw8^yO?SDmbm`=Jl8{(Lj8k?In}(uOn;{+I
zjaqY9_c&l|J~C!S5Q1gE$ikQ+(ncPPDQBHArlBjYv>~FVBc`T9hJeIFLt>RRFv_HI
zI)FaP%2o-69`+a6^$I;T+yO+tD%--^Mk&jVuJ4h79aAX1`7Wdy-(KAoL3vPPUv#r2
z9$8Y+9A0gZbWg(9g7yHlRl)=i^<|z(A6+XL+brx~!W>JdGsrk5uQy6++nIYZ{R~C^
z3D+wTK&}|eCIceN1l{j0?7Jdb!o{9KL3KcLKPo7yeFSM2*E5|maj{@>FK_m0$?~nb
zx&6wi-O84})W+`Av|L{>urxn19<4LR!R$gtaz7B-hqfWy!a{FlC0#`!xg~*RTB)`p
zwbr1>E0xyilawV<BQpaBf9*3{GlR3e<O~~nVo{;`fjGiu`u=!Be{y|$tQcGC5+~+=
z_u`@7<vHbl>hB@z^$-8>fBogJ{`%W5|8#S0e_~{5ZE0_Oc;45`-|4))vx5UEFMB&X
z(5W_`N^}5yC#x6{VqW2a2~7QW<3$noV$66L@&lhCGk?N1E);Xd1JOkj5U!WVec4#|
z%o&+H^3M~t<wwrL8EjKU0qhb|>M(jsj2BU8=q+2w|0I4F(hHGh(`kY%!QtqkL$(t_
zh8=$Kg+njC;1}o?DfRRAbJUx&EA?@zswllVueHChxi7zaqKx@tbANW%gc9z3`>4oc
zz-ffL)wfjK$snUGR!PpmDAlw^7Bxf^H%N=Lk*bEsf_h1oCZwV*wqqj4G_RyE2$DI2
zjPBX2wh0B^SLbwERcBO*Au6dT$R+4pe6Alrd((X3*yX12D@|RCg+uJJZE1L2?w-lg
z(H}9JU!;{L<@%Xslzk#dtke&t0)FJQ-jd!nEP8l5hVrT#lCv_xv*aN;Nx|unzA=7o
zelB)VL2emw{uwggq#$>hms6OlU69kcNN-1(zjJJuyN{P$gw!KRK^T=V2Jf(3WXU8A
zc(>&yiSh6bunUfG@d>c^@^N%=u{(MEh_|=L>c;Y`Z@ebd*W<^Jo;~G&1|!$a3%U)A
z37Pz3TMl0cFw7+c83GKI^XVra<1wMNM9|81jQ+6!55B^Nf%1@>lh2>gzd`8h(4j-G
zzxKM&UBuNym9zK|3h}G2ITD`Gm!#J|MK20I{5M~{`R+RxFJIi=-`Ksgvj67%?i*v*
z-do&wxo`QNkpf4$vzK3Pow!uhyO1-sTRL;29=QGRwg$~iMeq1U&CGty)a7b2*n_KT
z(%04%<>IZT)q4hV-Msq4*TsY}&*p<EfWSGiS7Y;JvQ4BiR&%GWSM{$K5Y+Eo&xHdv
zyjwoBQ#!C&L<cu{{`tGQwVxos480o#{aZzht9qsiCpPP+HX7IW`Zu@7*Vbn)?r!W~
zy?p21-8bGQlaAyezD_;$r#xgrfC($?3$zvon<pj&7!MyJ?4wUU?lPHxjr<;;+awan
zn{U1K<k@qS70kGYj~FvPfBZ~nElx3c6oo;Lo<4YAd;zS9E!ibZFiyPp!DD!;0x`jX
zkl3f6|K!2j`!Da^di(O`-O>5$hM6mkQ*0vd)vn%dTfW&gzFjr6j^eFF-1e^&wT&qX
zY67Y{WKbqXHmlIge7<KsuV+59Z&|#nVx@6(yL#+m&BUH|_NpGz7o)w(w#e3@B*U;A
z0?f#kW@Jm<zmh+=sT$fWp152+a<SYvqrjQ$Ude43O>A3K=qHm6)2X$lgs@l^1MQ)K
z1x7l{<evF3>Kmyj@{P;#P-?@9v=U%4^^|BB6Wazex+V%bMho)FLo(F<Ipx9Ho)o<$
zle86dh{yz&zz92P3P;wfR&Sa>XE09Pdf7U*p=}$=HP03IEfhERrm1S8(0D-ab4r4#
z&IycgpbybE#2!2s^E;{-X{B`WKI>|8<fu>tf-1sV`Tk0cq_`?USrMO*<{J{>92w^(
zBT*mg?%;NswEWo%NBu(`<K(`y5&4G_`eF!3<BvU2d=CDh4g~2V<K5(Wen~lAwlX76
zm{imuMZ~xuy;zX6cRJzban8%vjz|OLK^Gj41M<pI2Q$j_4Y4B+#?`~%LQNHv1><qC
z5t*9rOO7sG3>N(ecTrbF^ow9WV@eOdGh&`=LuB{?*!MoeMgRme!u*PSKN9b#lsJVu
zP2Z9PmmsMl_zOr2Ea*YB$SCp=cnao&T1+iSU!Gt$kXThM5g2Z|p2Ujgh!P5>n+WX(
zg5pQy<d*si{zH2dwFnh$6g39dbqXI$(;Nn{)HoIg#k6%ew%I~VE?8X~O2IdqkIXa+
z$_edb)<xE~6AY8KTH{b(B;FfLQ8gVRIfeqPZj)G-v&MHoM5f@c_RSM_Nz`^m;GPlX
z(wT(+Mrf_5CNe(Vi&ae=LOEl{Qt>0$8sN^sV<c~nXoOwQx4;df>2mH$`TUiNvCZPC
zi&Yall`O*|<J0nj1co==O<gaAB@V@lYNX^WggVQrUfe(A)<mMLAtb-tPu~|^XOPwC
zS^1aix{~VK<EoqEEmPeG&jS}P&UTH|7-)ev#Z(x=TS1@ADf(u!G`c8dMObNlw6;BU
zct*ee@&5z9`rDsF+S^NCdg~H^*57`%f1h9d^{@Z=SHJqJU;g|re)8%&i}O2I_wH>j
z?FRF=cfrBg-thu{*Xgt1yzI`NyFk$o14n462W3FuAZ#N=0`nMCqU4(FJ!4508v&o%
zU=bpwB@*>w3VBRmQN<WhcvfgF#MGf9XHJ~K2SZ<p3&9W*XRw_IW%Zj_mmqhM>>_M`
z_>_RPq7*of7%z$mqmW@@0Lki}SfM;5&g13nLBqFypogEIV|bKXV|S*eF_x^Uwj;Bo
zK0)7CU>GQ1Nxa3H)3;D&ngckW$ulskOb2hJC-y2?V`MZ?(H32%mlkW`OGs(LZ7?V6
zEOMgM@bIy%cviQp(qFGIF92vwuI-7@_9ir16A67~REEXo_$4X*(~5(PQ(0Xz`6Ihp
z%SK7pLeBJ!=E<wtiT&!f$#la+hG8<Npe8K6FaQ$cz@mEYYMW)H5=bMkZf#eJx>lO4
z46SWS%S;c=mItd95elh)bbv=ppjV`yd!)a6VyI8Nzq`cUA<Wx3$lX4~+acJ;KG?@0
zG2XABI3gv}kDA?lO}I4C6Ck!N+Tjy|=nArnit~t!^>Xz*8xZ0WCSj$*!STX5>yYK%
z>#w}~;HL~9-v?6vT+FkC`uc?U{U>C=J`^epd=szW91}0X2}9u^by&O;N(_$)wIg)c
z&ji1L4+IZm$o(r<AwvAoAN|qyM3?%_A8&>tgFz$nQmi>)*Ky_WzC>b82r;e~z8wZ0
zwa;Jv{F~3d{Nlz-w>S6J7q%w1?@ir&JUf3&J9ndQ<8|ZKTix^rt^UNg@KV$C^}6Q4
zICe2$+K=vPK%`<z(lvt&nA_J*fEk&{Az2MRy?ZKS<!;N;ttQK|YW_w8o@!NFGz<jO
zRGxK3&3BbIN3ykHn$H~BQ_tPe4sI#?*K&K7GTW!pp-fmdR9*8~6IZKOUN;iyAKp_z
z73<$rja;r=y4OB)O*eN<KeMa7bZ=n$vUPO0xvnZ}eRbmU<?UN{ZomG<Tko>3iq826
z-33FQ`W}I7`|cnF7<l|Ig^IQX`B2o>!667Rzq#xFzn=JSwRDO+_06~6MPDHTA3S`>
z@6Y}Bse581DxzE*7&r=e7bC?Fo?w45VPu(+FT=4%dI`~G8#O+q?eUXO-hKRF^V-7p
z?S;M9=4SR`(w2;01R!5MxLVAH%P2}|Q-h;rWiq&d!C2TbB-gY^4WpS=?a^IRITO2;
z#OX<MF;X18Si!a<w0RO@1i&yPnN;>I77?(lY?U_j#J3K~d8ae9UfDU7Wt`3!+@KMx
znEc+%_2$`|ZQTn6`mw|&aY$&Jk@qZR(@@YkRRq}{i%Ama8Z2{8$@f#%Mpd*XYE2n6
zopR%3esh0Hqd7&}EpIfXRJKSvhBNwR^VAKIyr%=}YUH<ND80HZj+Pm%DPe58dT!sa
za;s-zr(yD9<LrJ5kX5jRhN1j{m0FZrizUCwoK@GJQrD5Jtcr?BCAIEi=XB!Sg=6ks
zX9&iVct`m#2PB2X9wG>@vv$Xv+)mp$oH%p#=;^aZ?VMS$p+OtF`!u5K#HquiwhkYC
z!8_2&JHVbNdps_{s>m?(QfQPTi7X=V%q1h@AXoS@2*Yk-c!&65yAUq@sWXQeHM-jf
z{4VZ-T;bwz1|1j?>#C}Vpkgv2*3HH9EcKC`jSDAihSc;6yWq_mQiVHa8tVouGh$K&
zhF_4OLc`e|xWEA^f)z%34Hu4YWCb89&N(L84WAI%iCrdvx}WZmkm-fD!}RbV)`jLF
zY%kCC2A!H+9Dv@-RQV#4$k;Pm)HD-0qtFnd7ZG~a2f}c)FtUjE6BjJk%ivBF*9U=4
z1-ME*CD8chewbR(-7`sgkPg~Vtua!T1dYL&Y(D@o29980%XA?%21#=-V2U_~kL2(h
z&9bt_P&O!8V5|gHI+Y3wqN*KFEZRJs*$0AkTu#2Xr9TP0e7MZ9qA9wlnz?W|YlcY~
zo&{xrpgf?_V(4*qq26`f$ryBi!n&vA!)v+bsT|Wp?!dfiV4=9)nA$yA)NakG)F+oU
zBovfKXB9_emqwH|;edtE@M!BJu)`Cpr+1)T%3T4Am6pjWux7@HMpKNwH>s&7xe@q@
zwV-FLe0<e7y4tSmk+%<}8AlauBZ<0xY3EdGg<jgwnONVRT+tY>H>FQ3wcdRF;%}ZS
zEEbElHNA64W1ZES$7=@W>xSm)hURO#he`}RMcS5vDs4_fi^|ZW9hx*+CfmC#_3P`k
zzxnom&nN!nU;gE<|M$Q9>dQZU_VkmBTUW1Nx%cehN2+|a{dosRdq<cO2kPrQB|#@n
z*_}FlP8e3C<!vM`B$jQeNQmp?QQN4Ic10UfmFXcfM**4;bwZ~^4UnKoFkw6ekK(u>
ztfRDq&^mfZxLb%O&WsG>OGq-r*nzc$;zDKdRZg5ddgPSt1X@e%Iog6=xM5<>h&DTV
zgrL}kb0^rw^z!uq1bg^}LofX3$M*K8LnGXcLuJMhb)F`)t|Ps!J-yYUY%paNYonX{
zv)C?&Vh#VKX+U9`%WoUYS$nyAU{z^ZBx+SOzEh_k$gMEMYkQKBVQL+C<TQ}=hS9X{
znM{JaMD&|1i7ZGq(@AQMuj!7f>xnDxh?cATb895HXAPFP){&I<F$ECU*_(|5v$@ZL
zRrB<<CT1MQxoo9Yq9|sUN7~w-X0WDFk0L7S1{K}of)J}UD3t0LX@sXd);}vDNFMGL
z<?9sT=M?OEA<D-&F2pm^&n3d&SsLaR667QacZ-bl2o7-y406oK3)VD5SLoSXjwx@7
zOD_l#uN0Bav8n#y(QaW<m*fn;uxPi)crQt`PlPNWCOQlRepPk(&AYeWe(&7}k5FF^
zA3c5g*k-33B=8SH_`Ias956wn5R)t+#Du+s;^O1Gn3br8MD?(3ht?4q2;V6wIhnt;
zAO7$=?)~@lcel2>iUJe{ogk~D5AnZf7!-*oB%&BXV$F%rmuTu?;JAD3^4jjw;?DTa
ztK&QGSXN&(F1^$=bFI>{t{mGh8{R7=QNQ?-o_IXbuZ7#qU_%DiiYG2sjIEc>Uul}(
zuP3fEe?@PAA~l-9*6Q+0%^R<EOkJ))A&hNTFyZ2Lwtv2mHul~HWy=5{py;9P;<?*3
zLl-eZRl_^Q*7d@PE44E>_0&XKHj0KWmb3XdbBEAZZO?M{_>~IIF#nQ%`Ci-HjfTm+
zitT&d%R7ddxrXuay1pJwpQ-lh)!kdSZ@u!`>u>**LLO`-f>a3Q&sc^OkcW>E$3H`o
zVMY<e;-6wl`RS+30cYkGoSj{NhsOfx^+&eC?jQf?M><_2bI&I>QUtOJ^~Kukf$;@O
zf)OODj9(`FE@&p4V6ZK`FO(PqM?zoEKW6es=<B1;e)iV=cXqC?@7`YBySsez?d{E%
zhDUem=B~HkdW~(do~(pmueYT1%;j5FiV1y9U)FX{XVrHTxXRR-<@Kicp>;J#F6gP&
z)v}=tG*zB$cP6`SG|e=h%~+qgB*t~?U}jB6Lfep{!Nluk79~V2!|Cl)nIyh?ma@#t
zIWYQGUhP|Xt-q!xp}s%Xw3OKjz3q}_;&R>go8v8mDtZIu`JhBSqrgmMc;YqH8dFPk
zvDNMI)O_<NY#hrm&!|{e#Qy3U&+ebk&#NFx9aP&D+c~A^U(7?RcTXzVg<QJbHL=^Q
zw`2{#bDmKHoN0vBKT&8|tQlIZp5AF3TCN>h*7VI54=h)8PLzVyk4f|8J=EdDKR!-N
z<GG`FStm{%I&XIZo($VG01!`{BCqknkN@OH_D-h)LY>@wFPuJq^o-r{KY8)Tr_Ua9
zc0YIK!m)GE|GXXG`7?rqmQS9aK_nUs-zgx>0V9hrKai^fkwZ95p6^9=om4-`E`*$e
z^GPQ+aUxLScz|X_EM+SLiYg?j*?|F}j$9KwF+ycTzgWf$jdtXY$|@0ih>g7|oWRb)
z^#V^3o$3{pEW%)n5t*d|G2^WwIW(3ramFHIog7?GFr^jq(7^M)p%>yayd?3?1U6C&
zeGpWP1(`yUFh_vF2Sbb@qToe<l&@$FSL<NQliG^n^YA5Lx{~AKh5)}xEhPFC!BCRn
zV>NR_lT2rdY#)lPHiS1>V}`c!tgG2X@w1D4Br%SX7^kF654I6aGr0}W8tXyvhe0<L
zEs!0NB<;;J@>XkXZM&$t<^rLu>dY~<9Wm;LaPw3qIEeoFy#9F={EBdy15M~{eW{ts
zpx6{oZYFmT!7X%GY^p05|E6xaqQECp>DxIfA6UvUf(0|l&`X1h#ip_Rj)Cmr+IUJl
zLn9o*Wp30+C8YbyvjdrKpqA5eePZSAAkL@~V1}Eo325n09%MUswV-D@%d*INNCHcg
zris*6Yoc)!bVf$+Y#s%veRGAa1M-IMH~<%{XZFmd@mpHk9#`K%qlBWqJw<1fx0{uN
zQ+3V8d~I8ft}UabJEPT<(b1n{9Lg~c=5pLVm|?JFwp&%!N$uc7+vGye=+tndL96em
z(07(Mb(HiB>t1^8`tR_Z^FPzKFmwF7zy15a{PVy1_N!k$dhqo2^;cfG`_|aVjHA7?
zn~S?W$a)qSDf&5i>Ks{m_7g?Q3+su6M&^%VtC9FUJwYdqQ1@elcO5&%BBV%Xk=jB^
z3DE^Bl@TPqmPp`>;o~9b^vA?75&MfU{$UZw=bYc=xDE?^y%;I}#_u{<bp&F6?C6<e
z2eU{)oH$r`6tYc(?QN-hL83TJ@czh)hYtP8iv-3{Wfv}72$%YIk5uWpvM5=r(9;=F
z-Z5OD>&Z|zM7ItQk*#hSNUJj?Rdps=)`}TnjPBGd-EN=0r0p8dHBGZoURvFez(P~|
zC~?`OhTbI7_=b`6u9@_XNky$GwrwmOgkyPYf@w|#-K%*hrK~kFxxhO<*IV5jVHitn
z8BXe$OzWP@9@(v;@X<mLXpaQGe&k|B6^&ZWQp%5%<q^s<NlgozGLZMO1{O=q;2Cu(
znOPE9ly`K5Pg-2CEYK}Q;-iT6kMeVtc-zN@xJHJ!#K-x@C;BDI{o<0n5LEKaz+egW
zxNgO@kr>ETtqFaL<!wXxdF7J0be4kxlCpxL5<O$(g6l%CHa68St0+3NAXZhPNKcEE
zO2bw*mS1_})%P9(xqSHWDf7oCM5jsMAB6Cq<Aagz#$6E_40%Ho|1$uZLSTthnDCl}
z$0RoIzT^b|<R5&E;P<UNFTsNNUjKq*vj3aC_YQ6}G0!}!ZtLu`C-kIFBs=$XX0w|)
z=bSUa01_ZUkVGUHK!6!w02n}m1ar=roo71d?&*n|kuA%zELrl|D|@x;yW88V^S}4|
zKv}hQyV6=^Z`Iz}Q=cG^1VJ`I0?+rn&-;5qXb|K(WcudJr}36BXyf}4My6kXwa5RW
z8}Xa(fBVHZU){d<$>PTR_=0`@`q2ER-81)FQD5V?YQahvhEnzRB&{W?c{F?Cj$wFP
z?buQEFB1b}uvOeWS<pF_Ke${mxGWo7sj^JVSi7t5PGRyjc}M5iQTEe)FaV)IUcWEz
zo|KwLi`30=I&)IfKo*1qWEhm`w$Z%4)sl|c9HRU7?JDs2;8^?DD|?no``0V_)+;&}
z#TKRvH+7cfV(YThG*!^EESvnaVQ5=H-mGu2Y;3K%+g{RblbE|DrZ!27v2<y1^xE~U
z+jnl>xp({Fv&YQ$&@+1y2no%@hkLm<MBcM8_f`>~Jby7ezZer6k1_eXJ~Y7FqN1Z_
zXJ;8DKIhj3HrK1yB+y>Ge*Kd8mQau_KvQwOghV}M*}@GtkYU2K@figB7q7Y5<7dy`
ze8tMZ*N>h*>KZgI-xyoDJ+yXrWaGhj|AMa7QP8)fVDf0ewi+#<POf<{M{ABZj~7~J
zQC|w;UP!OXhA6o{BB#u!#hz<htQ_BMHjPVE?FqEl>$;(>Lg=E>E5|Y~rU|H_FGbUy
zh%kn#S80f<ZcilZ&P!^IHNM%A34yJ$Jyg*VZWvCpE&~k71Dn}|ShA;E7A2Mi>F{pz
z!lQwz<|HCaQ7JIVF9b#b+BzGbbqRnfRz_qZ>-^r(A&mW^=0UNtIi=c^T5rvk>ti5y
ziRhtL`l;F(dM1I{qzlqCF4LLQ^wwOtJ~lDOJzMI{!Zig(U6XQ>V|{Z~{c~FTs(y64
zd3d9tXO7{ix^oIBSxQ{i)l=tPPn<sZ?!LEiz<BC)J;GV+zJrH(=4A-~Hdnww5YrM4
zw+~!T9zJps)pY3i>BBBZDcW{9eetNX!dnnvuvjm7($st4;?-jw-p2vm!=?8MIF=>$
zq<u!vEdm|OGa<+Q{AHZ9!~S9Cy#vnD-;HlZtdsyhsEUky&y4)5Nm+vWqCOIxMl1~%
zi#$K`M3fuLN*GosAGrMpC#GXW)X2hddKeUQhCJK*AH93};t~JwGk`Uq;$y*i1)d<)
zM$nGH8<r!CuYib?WZPo1E~ga2j_~3h0BeAxAXk=J=uxU8&;>6GKnJyktR7s(ZG$qA
zQGAtV$yADm3a_%c2}uL}oS1u=&=)r@s|}FVGa2-&tY@ScTGJI{noJ#B7ZDDOOgwYh
z%Z<mH$zy$YjHWG$+R%bZAM*3ntt@cG)tIA={ju#M$zW7<?a{JYq0d^;7>XOlsw13v
zxM4LW$fa2_T__6zLD8pJQA{uJ<i`@9?v8?`mlOCudjSkaDJWMO!t`B9W(VOhk##D!
zbuhVOB%^mmr0-0Ts$&q$M^EiPbK&sE=MS+Nfd)H!k+oA7m?3OQT)6Ba7-;dpC48$4
zQRcC{;dRB(TGimPWMD}$v{BVHod=Sl-V#HVWYa)$%V0{!SdMu#+dP^MzD(N|-C#*<
zv!|FGnH0nnl6lU(M0~EOGN?!%EUpZZD!B|0D}pF9D%XYU+p}sKQ~JlMhG%PfMwElo
zdJg+^*Yw&L&e-0w%G0M$cW$hYEsTsU4YqV^ho{ZgZm<1I9!LKDfBO5M|Lm`S^e2D*
z{jb0O=#$5HZ$Ezg;8j+J$T@R7evH4)L%<^hzl-AtXfLPnCHP$e!b_k`IKx_KDnV8`
z=Z3->Bf?C0|F7nZ03w9zs4qb;F(uryw%%hI5yMKLc<re#M3W%N@WBL%7y3*{a{>5b
zxXBhIFxA7<3^DX%#EIe(wj+s(2{%T4VSEYTFX4*dl93iW^x^*Z-g(F4@>xHBkI008
zx;AmX3^PB12Ki=tk)bb#UZLD_K)#ul=~BpwaznJ%L^oVKtBdtL>0Q&Z{-vt!sS@T9
z6p^q9S#M2m8pwr_s5Ph7Sh5&a${WL!rWh)Obe5zviBGOPSY=9r;-zelE>QW$=eY-`
zT#y>VwcYWp6Cz!2yt<nw^NhZ=%7&pV{a|L#vYf=1q%N#j6Dre1i)Eo{8J-eZXiINy
zZCi%4GCD5tYE0~vlw|*uguoErOMX|*L<G8r2VO`?@D1?%*vtKRSlET|sEhHbo{<Ue
z;qe#P6-vmu5(11U_eyz92z*77Cxul(6gRgyO0uPaNqIh*C4tNz6SIBN3)nS|km;f%
znurXx(F=m|ieqGo9B;q#+B)Up+WhT%cksTP_Lso^LVytf;}x7Myn+KPCsy=@;I4d6
zxcvGb(nM51fA@V{Cln86nBaXOy`1WcsU?tyc2fu8uiy1m{x{wJ|8+<3b(fb{Shz!G
zIftZtdxGRbd?5?@Hdz!9co~26{nwv=_UzTO+jnnlTw7k;7@6Jdox9O7eXD8e6NBTL
zdT2*6ysPM#%dhWG1(aHCjUV2vow!*CFQR(}n?gIV%AQ?8=Y)7*rP98pK&bc5m+P%*
zEkoJ5u7v*8QroJmZ>fTQ8B){jjzU9EmU&Ey14b*&(5eE0H-%Gut7UzwlHQdP>ynr~
z$Ikfz^8B5%`B3zkJoatMz<>2^Rt@e{4PDn*mZU)PS+^X%rtDvn4ex4(Hq~R-Y6cf8
zhL%*0d0o#ymCddlb{HL_?W<c8ySLWvKcW<ob%GZUpFMfPB=GZBtgoU-oe$!h&jc~{
zJ^U{wgNUX3kDv7P4<;q0{JInBH~q}_-v4{Q_j`VRe%9VzAx{75^>f;!o<0$j-W!w^
zs*m3mQuNM!#?P27zJB)N1*v<4mXn?;=&rr?MkbH1zWnmm-8*YL>(5?4z5Q@^eA%*m
zdthp(d2FX?e5ctw3JE!b86rq7L~olT!%Ajy2$E_pIl7LCV$*0*^AN9(0Oyk>)uD9x
zA*=W-$3_FHrqUFq>xr#s3T_<E5~}Tc60xb9htl-DNpxFt%jSWc?kP!qHx5`-`v^#o
zTpk+pRFU4Es<Xu_I>YHBFin<dJJag=(%Z)KjYHYQ25jq^xraU0MHPwk*fe*qkkdgi
z=lsG>hsHzuJfAA^3<y1Q_M#h6_Nde=il$UqeH{I;^*wnczSz80wI(tr6;=6`)`iK9
z(Nv5P8-wzfUl|OewV=XJRN+U+LDQaM9+UJhD0}Bop33oE^YBLF=(chG)3*KvdGiqP
zURk5?q?B2r4o%3qOz)4=0ecU-iR#7=K77~3?IV{X2M!$m;P@%#79Sisa^T1*=7T(^
zqtiY(?DpZQb1uB@pJ0jLlIy9nhb}TeJTDMjFI+iF=<B@uVRuirtA5AGCgsch^2>$I
z#|nKYNvcw9Fm`%K^d%(URo@eV5$8f<1OvxA@DxoVa3=!7&l0@ff9O5597Yy)7Qz6^
zy^!+qJL(mDJTmnhx(g5lz7Ug5z*F9V#|YAU1|C07TcyV_bOl|L0TE}NyP2fjPPqFX
zW3`h=8^N}-mk+ZV>EU;b@}P9FCq`C0?UO0zz<hBhY(BCSiJ)?lC~&L%P-Q^FGK;T*
zj>l#4r{h~d?jPg!m~RO}ueX;-<|)^szWj4buas8%gIv(}M>Gz`I5vw*RDMo=tOxhm
zHk=50g83s^GRm^6O)*F>U3(-zdtF-u>wyYGG~Q8pEouJ%`1TOM&~oiVna19<B1NEI
z=<(>(v%+$v(!W5?_N9Ne#EY?Mc}=jcJ+{UiThkGPz%%s3bx(*|2h(AQHS|O`_9yht
z<eBW5p-~?*yf}a5C{<7d|4yDcfZ|2M@i@}44rv6ie|`lU1cA)8TkLtWw`-?wR676_
zuF8kkWTRW9mZ`i(TMBft`tDe5JL|U*x{e4#Z#;PX7JG8%c$R56v#CF&wu9V@e|X$!
z>YVuPic7nYlIxL1ZD^i5fx0R~n8FyYX^!ui&~4rswU4$8PwNK;bie(1WACH*;xp@G
z;|ra;yVL)e+yDRaHh=eb|J(oim%sSq?|!(wzB@ZHe|_i9<NGf{gCb5GIeL<gY!_Ds
zj&27IyX^;3e~>pRrExj1-|eulw<wGh@vEFMEiRo#lMsU^%|$Gq4488=xK|P+h%O;Q
z?=-B0yq2(~xbOXaY%Y@566S_n3g8Imx}u=IoQ$u-dx`xIK0M@9U&t`t1NvTAjTG(*
zUFXzk!tL?X1kvUEqJrfmIPdSg6A|X;>vy)GEKb)f$|(-jcV=am`a+U#9H4ABoeT#1
zL~Ka4j+DstQ3L>Rq$`Zkje{&67LX5VwrAJjWtpLVC2GtGx{f4Rh#GTxMN@KhcZSN8
zP@oFTEcL5wiYhZiXgZV2^h_QjOZB0JnxGuHe?Z)sQe$|XEwyi5NyBoTJ)w0xr+-zZ
z>WrcC&p4D`-JMj?6jR<1t!zxH(#7ZI`W6?5=HvuL$6QHD_Lr8%W@iROM_dl_Js%u!
zF)rRKGcO<`CnzUB+|%n+Xw)UY;EzM2&-sU)PR{eDQY0$%Qntjuyf&(+DwvlNZEIX%
z1%LR-eT#CQpL0s#D?-|df!CUt<CRw6PhD4IUrvKHqjgZ!V9BY{r&Q_FbBn_hQbXFi
z409_p_n$mqfJK0Z{l`~t1P9D{u*)WpD1<ziQ-Gnqz&Z(n2m8XA$;Wv@0%3y*u_GrX
z3_S*qikE(rTb`)kztdk+O-(J?dZEfj_zu3=Tk#X93&hgC&+#3XUw``@9t(r7+n-+F
z*j-#$8yuT&p5AUA-PBIsHq72_8o!~X^V+^sIdn}i_prHbyr^|tG=95&XsZfR?!da7
zG*{n};DC+nYKeGF+^Czp)iAuJ1~Ap)$b{!MysKtGvVTcl-<`ov*fdgPoh|E~uWIPY
z)?3o+I#WxlLz*3;!EJ?pAjLGDKYF`v=$aa_*R@dC1P$!Ex^F|)yI#_>DzPj{2DcQ$
z*Q()t^{$l;T~iM2Dh4*?-3vtnJJ_f4z9s3<rgCJvc5p#6IHMY#(JC}?=5E=>&cNpG
z)U8jqZ{5AgEbsA)$Im|#_E<T-`u3YIzx{?1r7tiEp>looH3zNgOqn5uZEWw<H5kLA
zVosd;m@_F<78AyQ^Kbqq=EWoh&YnG+keFCqQ!}@?D6Ck1^$ji-QLblC?!S0;7oqp!
z6~8Tl!R1_gWMxCxWMm5Y{MAd0FRnj*`I^3L5?@>jN{k^XdHip`e)9V1?3#Uav2Eq{
z;PNLuJ##Y0cFpjXcH)M<XI@I>{Q&v8rE&t6<_Qr5k4B-r5o?<Colv>Rc~ey*YmeAp
z4DKlyf;%DB_opa3!<)ua8tm~(GqJrKB3ontKuk2*(+ib;wB2=%iwuA!dXurQiHce0
z1%MbEF>KSQx}xjsY4!F@)?`}83jp+)r@>I9G&(X{CvsXR3I}&|R5ZqA`S^rixN!BT
zkZwvMjC46V#XSh$CiIM#->Llv--Yvl;z}>}lGcR5w?`jlmBLgH$Ro%t^@`8Mz3~vM
zLRyC<RgFoCrkD~<P_a6Q@g<E&?IT6Kvt=V2^?mczj&*}+q>Qix+&^~E(2ceg_3%bb
z|B`|+rC8+;$sFz$nXW@FJlpO&cIvR}(fvrQL#~`H3-4hT>3WPE_4kjE2Xp%XSOh)V
z0PR1%;L4SNu(KCDj-bRawN9KlaO~tq6bW7Np;`NUZdqVl`UNmttkh{+6C|oYc}<9}
zJw7=4oa?cVNX5gf2#z`%oqRDl>oWF8t|aJ+KeNI^*lPlk;*yJB7!>`J^goil2TDe}
zkY~^dN-e?BGdfIw<yC^K=7V_%bpaKD=Y~!Ti2OJq$I~<L<mvMV1uVbMQS2|Tfa8G?
zr@Z`+!D{fQ4Ls^JCRmQl7b-=31{F)^*qtQAo+`SWS>%zH?+($OuR>QfREG;!Ts#9#
zoWJaP^yEhb+ZbqO7kO|6NCmuoqGGV|Wy}pL{GgK&zgM;d)LFtOu1m~g$qXEsCjw|y
zw*_;Q>jR2aes$(}x_BUi6)U`psY7Cw5;#VMZ(f<FumV}{FVXtwI>JpODSAr`k+9SP
zcj9O9ndeEx^M#~Z|4Mz3woQP8RW$@x>BE%9aCLJ;ZAVmnS9GO5utE=Z4Ay-(1x6^b
z9I=mo$SEEd1Q=;Own6bHL3zN=B{&CPm)w3?wO@5xL~SSZ*JRUZcK?F3Z(cmOQr0_*
z@t)E#n%+H`*Eve^IkMU$%uE~mghFt=HMV^?!#tY9T+%#}$*i-HKKkZ_f^t6|dThGv
zVoy<-Hw=?vMX1u4+&8I$i{O|s{!8|+{wXhHfAfo9{^Z9$`|}_D?Czb1%L{9FZry+V
z@{2(K5O}I5>B)AYy<CJgW|zYs9iZEKkL%?MYJyl75{tfU#FjI@g}dd9W_{?!OwtKN
z#fCy?2{MeaAe})ly#zv+fQAr`Ux_XuHjfN*jv57pCOBO}$B?ix3A_TgjeFxw7iX0u
zA4Po$1{Zg=Pe^=`=l_SsZ2=U<4G>@$X!IOizWDLQ3*^bq=$f(>wJBxl#KxX{SzWYo
zpvXK?PN|Ss6<BY9fDPuWl(W(D`tY1mR-t{h=43;EcI!}KBM2`?o?$Q((igQOVDKxO
zVvDp9CA!E$RcM0fYJ84IWpg|TRz+KMG2#s-45kz6OC6jo4~WXVr0I@p9?$LHRJYBP
zsD)U5I0CG;CqdpErt3|vY>h3|hnLldgMlsACFB<crl)x)#(U@FMihvnVq!dSw*msr
zgoIp3O!LZ>1}Kd2#pN+UA^2V1)Uj~}$HIGDI!}qgjQCUXuM*Z}P70%yrbzR6amx_Y
zBmS|{hQ8bqZFFRkdqO6EL4k?cSJW*jmMQtrigsX;pfBLc67y(b%V1t{RYZDjKxt)q
zb7$Ss=Hk;=&!4?~h6DEU4f|+sxMT}b&|tV>pW}m}!M+kM=}rEM^1eMfE8+Zapic?!
z`(`hEB~1T*rO3Yf?&X`$!y+R8DZjV>)z2+0Ep_@`LfRbhCj`y~0ml6CJC5%GzhW5r
z$3I{q`RM7RyZ3Kw?@q66I~F!NXSbTxA9qjP(2ZZy%-?Gsy`~-7R-$vJ?->wX(7Ff$
z^{xsaFJAhYJdR$k<~ELPm19S3Tb0{4mC(IdifrWx%@RYPYjA@~DKQReL1hrmzpO5t
z1iodabZ}MC?kH+=6xDX6$PE!#SZxz|G!2d2Zm{oY#%|YHR!U7X`9g{0b%k}6-fdX-
zRU_By$lDKYRiVE6H|4$SW#&1Nb)}?dP1-)0X<aPro+}#O)={-!UsVq*DAe^yt)2O1
zOTp5HW#`u1+V<@A+uNVqzjN>L{eN&Wv8054A`TWLzx>{}Z_v-q$B`uqb|=Wj@qdq=
zJ->GI*8Jk)$k^D#^vvAi!tRY5gvwA*XsYKgUXrLsW$`9@>jgotSI=I(eDdtYQ>L6e
z#KPrgd=$UyHFZcpB%Wb>35rXwzes;Qeev?ytJi$R@BQ(2pMU#ia;c}SzjS7&W9fG9
z__nccsgj?3-=f5}B6Do1Y%AqM8!FqXk_s?}wjGl&@e1h<0Oes~cepPNqyT@jq}-YD
zi8WzR5zJ!%SF@NMH;tv3XAw&|ZQ})%t(euoS2IAwn8ro@OVXC1w9?w3R>bg{3f)!N
z7|yP}p+BW*C{1ULFK>ycGRHIwq=KWVu_UyNLIcY%*i$v#kw!;`X+~n6DvizXK6Ckq
zPbjTDM-T&vxmTl884F=LedKmrSPaCMpz)A;BkU}78)tdJDFvPx5;`n=Q;R%B%D}js
z3t@?8vde<hZAs87DjTE9YQvD|2ms2Rt4)b`r<$ge`i`99s_-&xq^gnif40v;t6P)1
zCT0DL3g)W06@Ez~FL&RwtTB<sKXQyG>3tkT?%)6LU3{=3#||7l4lRhY-**sT2c3C%
zhE_q5=W)Ye(WGR1Gr@E{%B1ojW2|GRK0=A%WrfC`i_5ski!WG%xQt8qY&GU2Z3`;^
zA@cf=GZzoJU!`CBOk&p6$b<`VAW!qI#HPBF1VfnNeL)6eT!<$_0EvZ7V)KznkWnew
zxy=3}34HSWV8K}QLxVBXL_48{fV3lrvLvuWJ+h?USrRWsjlLm*z9pHDY64!t-9k14
zdd3C>#18?6Ur4{wc^-w>Gy!1|mwGNS>moNs&ast%E=3Ar3<4rU5JI{jNS~T_B|iNU
z9C(-yv<P92$s59}8Y7uUgY%L%_~~fep38D<6;?Hc2+90vKW%%kvNed6z$zm;BuuRE
zk<|oNHiT5v1()jrS&d99WOjU6-4e`#p|T~2bw&Cj6^((;Fn>5DL3Bl_TO!rXVSD0=
z@EA&u*)A1An#OPv{<WsaT3o5-P>I^7Smmp?CV+J<QHQ_`VHv?E_+(__CEt*b*>Rvx
zDm3O}SR7bhd})&ZhMxG2(QHF+Tqm`&W0?#SYrA3%eTmdiHaMrEh8_$qk)bCMK0m)^
z7=!AT@EWSP22;Dn^V){98*Qo0gDLIy>^8ed-4w&hXGWnr%|~U`K?-A3tF3J3{vxrZ
z|LXJb@AOXY<e%k!ey1<`Kf;aw_HY08mw)?rKmUur{^1}0+28!tzlF*8^66)P_QRj1
zr(_&)aXSTM;;;+e7sc5w`$>Eqa6RbaOnC`yLChRETo1cYqRrp-2c+nQycScx4+M22
z=qv0gVe^srJySv<fln|Wy(HLNPQ~TC<UN9g<vf@_a_qTVd!0c@DW{M_VtoW--<2wF
zAw?!EHZqs|;9clm2tYa@1wPoG`6ifP&Rs|rFHfIzy?XV`6|d8p#!Ojttif8?W)~}(
z=xZo5^yZf{l~X{F&gh(~#JyLyaSD@MtPbY16mVjBeO$Gf)9M1DsjW9r(H>2uW4^+_
zSQnO45nQN=Aa9Vb2$VHM*Y{;$iy^uQ<QKtvq^C^fmtPf-F7>V*NNbtOHI8KJ?U`Dd
z-5jC<tuIIlg8GHZ06we27*6)1!WgS;NmdvW%d{~$1%4@MUI~d;qM|RRW_V{6&;}lm
zp6?~q#VDJSvF{>cu0+Oquup{R9+P%4Pexuekf$kGT^LkJ!Lpl?bxlipmdY>$Ok)z;
zMt#q+R;-Q+h!p0MIg$X8EI?i#Gq|GcovSd9h<j(tK_sy_)-x+*phMY*R2^Man_i*K
z>ga2{`RR@4uOUf2fAQHX0_w!TaKpHC!ti+&#xN0x<$@CXoMe%JH0O%ohP`?7Ih1n&
zJS7-n2(!JYm|%{5`|acBFQa4P_x=k0>CKOS@cX|nlgWfH^vyS@h%cP37rU8z+K;*8
z*QD;h|3_bc_kF~`z5AbBzqz)yF+8`_KD*Ymc&&N<R^#H`mXU3eMI<6BaJQ&voPF53
z_{7vXE$&?`Ya7k#o-ZD`UfnrE6HRu<RL=0OYIvKrpqimAwQa4!aZTsg)eUSaj6-Qv
zZDEu)wvOdgHAPoYqtKtu&Yevlyur7x=v%DpU#jd~kTFeb9HM-xcyL?Qw^EL~HF3AW
zaZ78SE9hG*?OT(AySHu9UZfx1)j9Y=*Q&|k+qM;sTeaOwC0rT4u0fA=%;fYgmx0so
zo)M2-(~WFtt>YCsV+K*!fid;mO6T_VshN4(;>sv8?8(bVa2?n?{03s~chp{gPD%G?
zlw8At_~J`JGJXEJQ)Z)`pmO0{32vv*w+=n^a}x4A^jr$C2&5NY*)yyzXLz2WCcg>J
z+2SkVW?y`P+<GB=iXgzAy?*^1#uuL`WW5A2MmrL}Lf=qe^+#Vne({NI(l9t*KYguj
z?xuNUT{pO@9J|(lu`{ryhS4#!Rc+r;+c#7ryY)Q_<?tmsriwbI3tC2VI%nW|iMwVh
zjs02h8CciKuYeMemM8aZ8!6EDrU?$SHKt)OwQsdt+Z9(okYco_*7e4iCvyhY<UsPV
zxO<n>LtFJ-Gg6ZLEXU!2SDWLMEm8cbifjFgbS%z<S9ej#okDFZsZIi56uGLp5}HRv
zrU`M8Dl#P>^Z5$dBs!xblP{60bUpsjk<*8fAI$P_r&$sNrdqC#gdrfb&uGIy(8pz6
zO3wGd_@ccrz1Sxv^AfoTtw~tkL;!$VrSwopfp(>;nv-*-A>py-JpGQAs>9{AF{Rbv
z;tKksePC%auM}$ty!l0>xL=`l>?qH;@1is?yY^D|`}V!V6$BXkdDPcImk&;!WrO`A
zv=-AVB3sx&exau$;x91Cf}hXG57Yx~K?s$TXAf~3PV_*H36T6WYH=<})j_4&Koacv
z6<(yog<7IOa297TTy~91zsNV1oZ~^k5IdLz$pVl@Dd)-3J1rD<27(YF;G@#;NXDL&
z7h8TjoAD+SLlz#PnGwZjg@Jl*@?B7{AWOi-#llL;^T;UiMVR4br59a=WJQ%WLJP)4
zW|4Ptt_M1Vks@rd@PrHeqnLFDMx16f!1aXS0UkKCkAqcEf@J4CTv5fW72u?iE(-{U
zg$PuZIUut_kn-W=uUMZXu@CjD*`8!uVj6;9>cui+vDzCpKF$>*LY%7_QxrRo+V*g5
zD_uVk6#Y~+AdF*l?J>=^1Vdl6p*Ol#NajZ}=F<y1kEw0L8Ms>tBl!@2sn8ANhoz=O
z_FIzbI%1WGIzx!cC>#nysIiw~>*TVUa8e?KXNoEVQ}a9!jkJDe7kjafnO)*hN`sOT
zmTZ8oJ%SNu$5?LbP%@4d8mt~Y##C{P4Gv+RXza~swq<ME;+VGAbR@7=uWpX7rdy#k
z+Q3>$Uy9BYL-3wLZPqQT8loGz(oFW8x{i3PPBtzZI+F&b>KSD4?ETLroc_7)=YIrQ
z^^g1>e)-E^{-6Kx|NhIL{{q&;*I#~n_x6LWwHtr({Xc6pwxX=S4;*uGqZj)y((9vx
zEIh)o2la4>fun$r5Cqi`mm^%VrO4r&`XR0ezzah_L1?ke=(M4Pq`e@_gs8kQG2BaM
z2~l}r!x1nAy+uOmUhuVqSl3aP!>+^@h<G_k_=gVSrqLI9h%i6W%ju+{$^?=a6HLfn
z2(b6}?L&QWhulAcjj^Vi%fTaV2Yvm{$EEqmsyR)IZyyq?TT*K~v%1Em41@R+%PkLJ
zPSG+{+|BTDD7UUVl~tqi`uN6yV&bn2eFf%8g{m#FNbO7JmW4;LCPb!>tZGgu(-XW;
zRJM{Qi54jXWDSvGO;Eb{s#qJu6*3!|j(AmPyv~+lnkz7lq}SNe4P(;U(Ndi)qp~$Z
z))1Ore5KqF#U^s4F#;E^rX!6q5pwbcWq#=*PXH_mJ%876aDK=M5YtsPr<08j40TUP
z_e;t1quGt8m-HeZsV;&Dw^$vhY>8x_u4hr+JtOH^ly=V+TV^E#t5v<rRb6xP()zgI
zSOC}VnMGa(Ynpjf<k(bOrb~c`!u^K+-9DP%$723a4#{xvVm0QhT2p~ipWipqb@SfM
zXP>=z_WH%sm(K+gLjVPEDZF|T?BM|J#1M)X>pcyIE%sVifBT%G84M_tm|#Ysi$I6H
ze$8}}xgc>Pmff;)^7oS7Fev_WcELaL7kKYx@9o>C*Vm!7;3o(=LEu~gRDVO_3(2=9
z$<TXmzW)00^XIoexwEysIKS94zudmC)xL0}b@sM#>0#^0w#vR<$;+{AO{VWp>RXks
zzOYVz+DOy-`1KlUwFfsVZR;|?Zq=4J<8WH{ym<U(?ewQcysyEHDw-VaTdJX*>i%^(
z5&h<oOyb$XsG7yMt|XQp`<7(3)e75M6+!}SOj-$D2L-Olk=;F4VBccU$zZXpe@oWA
zTx8oU$Kz@o&F-8p8r;H#tHvK2+*aDQE3K<#Honze&B(2~0nE3XwL(On2CG@|z-r~-
zdS$ac!?CJeyxBRv)L`zH*hZ?S7fhCZm1DBm+*36^*SWA}TiG0a`R3t|fAYg`zV|ia
zicpq-mv<VQ*qA6T<SUYl#J;eo_~wgOLNIJEKTm`nc_tvd*lI*pp}26d1Zsr9i};F8
z#^;~CdiMI|6XuNk8hrKD>o2Kp{QT)Fet$lD^75t783d048Y?lvSI>7h=NzN0!!u1I
z>y1O}T5w){i&gzg{J2WTuhorg)$q>An~h^P8V5I2)`ilMU0v5SS_>1Buw^oETJv;a
z*G#!}LESQxr)f);3QH^T1Zh;QaT-$sCX&&XUTdX>I0+?YnkuU4Nsu)LHjO0rt&}=;
zbhCF_CT<vqHtP^kG)h=z%R!-58Kax{J2gg>=_6`-QdJ#Ml`Y|LW{_u`mk||Ew#8L<
zr)axVwcUyOellsrWD?41B8#<=Va$NiE)(~1J9*&bc~^>fAiAJK@L_UG`L5{ENG<`j
z)D{Os%Rk~|CKcH9?<hEd@&(DBCH2ZJ_s%Z!%&+1(hjYXDDkCWMOv@BBu$qw-rDcMM
zT25(ATzOq=r9P%u8Jr>Z&MFNOQfHy3ufp^TI`=Ni-tWKb>h=){eDbnyzw;LAi)E)n
zhd(%Qh)5U_tRwKgjvoIAFvW?}2i!f6rHXta;?H?GySBXpm>3=)`i1Ti78}nWf|z>Y
ziW}!{8DbwWWw2pm)6S(8z@PUZGY>KpI)pP+&r0=)ge>>;{HxrXr{6Iqm?#{~EA|k{
znX{8f`wx9U;R2oh<EZ5G<mWGWx+1{XY9z)V5OInDB|af@$?$}8EJ>lqXc59LOUSxF
zaI35?I5E#1j1`~42Bl}fafYqoiRWTcFR(3$|Kk%Ra5KEw0gU%xFvk`E0*n<-WF$ng
zbM9^|Ah1>-=*fulXfPse-hs#2tc1@GTO+N&ODOA+c++X9Fa+n73F?cvVb65_0P8SI
zMY^sS2))3#fNzirYqljBta18oLQ_%I7+j`MZF?v?j|NMEu{*6}n5cY;p)aPPH&Wjn
z$s`fVy{3(Q*jR0Am{j8<k_qV74Dn^El*(&^8hhd!t#J+AR61s~3_t~kP8nHej)PIA
zZjP#Mi!ZF;<p3Z?a88M5c{M&;kVNSxWm%w_z)3(uZ%pe@5*^?A?nH$#xOJHR$9xEu
znwAK@Pt!<NU00Icf|8HVmj`APUIpTjRYIjEcNo#om7?!VGE>fFD{3E*%4#CywM2qL
zH7zklYijS5*fuBb7|AhO6Ahj5ratM5uOI(T&(i<R8~;laVElW3`OCli@t^+m=YR26
zKmO5AzxeFyhj*WT@%n3K1E;AK5&&OrN1W3}Vb#%D<LJVYBUzC5KX4J$5nV!Xw*<L`
zvVsM1z^Szaf%L2Vl`sT!dS9$b3S=;REk5_So15#QLktu75a}!~kGUK<!B;zYkn4Qt
zsH@8nm%~SBi#!B_-PPsrVLqKfC*BvN3)Gh&%s$*pe+lt>%r0kCY%f|ys(&Bj&ZBNF
zfA|M~;Bob2zBHm(!BVYA*O9Ae%51XbH`&-Ek{EikHN+>nGONw$M5f8!cTP&%MkKup
z>Jh*@3ku7;ymwhe>5pkrQs0}&lX<N*twamuIG$Odt}7YfYQ8csUFsQ`elarTQbw^4
zyX5J`YzFz0v~O@E>qpY`!>Nj{aJ4n2ye&pQB5s<HRGDIPE4>Oe{$#`CEosHt@O;i;
z%LC%FuCPPR=#xq{++7w`z)4j$#;Ds8E9w)%V?FYu5mHU8SQ#0a;!aUWp3JYjK3Zc+
zu4;|r9K3V3*tW*^3~OD^t1wd)_(%gQ6@Wl%d(veMF`@AnNCk8HiSis;mk%Nsh>I`F
zjJA{#Z6L2Tmg%B)M>fTI-P1(M<(8SM3Vlj>b%t%M`}V_6p1gVvg7wJ@_)WZ6zs9@x
z)kKLG+?N<2C^5n1K!EY`E!ZZAEhdt@$_jnTU*U&=I^aJ%F-$OC-^m)$`q$EC=GW)H
z`M3F-ZgB4W+2N5P2nt9(=O~T)WZns&41tG`0GC15Tu3zCfAsLyC%4u%N2Zrr=Qr9`
zZ*(o)GR=R|GI>is_ppWW7HImxjY|8bymLBlct<&Nw|Vr2jtxZXg0yS4sCy3FL>}!z
zq~iP6${p9M$8Xg$f@HUGKp=og=+W+7DI40=!o#oQB^%sRTb$e&36z!2M;eH@M4^pd
ztL<N@vMwSR$~2}}Y*ovAv17Lya{kCo_0Y8{fCd9wRozQsW{YUKfel6PO1YlK-UV^b
zN(t<*o>jD2B}<XLYZbN)<>-wX)R%dRrMX-*Sm$)1eYI+8v%aOPU}Cj#a;0T-uF+~&
z4ow*xa|Ss1ePde3T=T}w$)yd)&h^FTFX{BekwQ6>>%;8&jGx<^F9g0W5{rilbuIW*
z$ZWwG`;sfzSx7G)ai?tK{d6+EdGY2;$|fH^d;avZS5IEQc=7pbI?5lA274@^OSt~x
z^Uq#>@djZg_+u|$UfW$Y87mrV^O{==hZgFG*6ZNxjqcX3zZjmp)y&)$r)zjiH+j?O
z*w&K8vMiRjj1{0)je}XW)>OPiG?;NHlLpnc(IQe_I?m#oqUtPZY&uk8BiBVRPlV+~
zw4kOlm5St6M{yJQVr#t7!634re@!{GS&hTiyQu7#spwk;DOT3dpHrfvJ|-A6O}5k*
zQ(D`RjCiZDBpK~_MtiP6l`%%q&&VT7L71!|%rKDN$!^YsnDs+lcUro{D>&{fpwR;^
z@1Hz(m;s;LiI1>Z$UDVndBkO0O(_hL=)!VkK1HhFj1r%MszCNG^W_1_BF_|&CwqTP
z-zYaE6((Z8Och$J3FaRKXQN|O)HPnv)Sqn{DYWurMXq2F4p?H5B2**~P0sU+&-T0G
za|(~^op;|xeWAf{dp<hw9)UgP1p5!X=K>Q9NAAQ&EGIH*JbL25@skHoUqMmlvx|e^
zqh9tr!XT397jo;|6~J7uzgUNKgLeuQ|B|O$Km<qxuc+h;QAy|1@;#7JpbV(6!Pg>!
z#YBt=pr|x}u_O0}=_K$O($42dy<;=Lg<Zg~f-j21y6EY4?y@TiEj;cl%8HmhpUxR2
zU*enx?cOH{hLQftmUzqS!XVN!os7#kPu#so3CY&`yoU==RxC0;m%1hPC?k_EFv^6)
zRaEKAeKJ(_3_g#?b>Xrb>juY8(7y66Ge`fhv+kb9iM06!pJJi%{1sR98@1r^8JD7x
zE-<f5$n;3c@kq+`C{_m4bw;UML-Wf$*)<>p)jKPm*j05-h}en169Z&XtoG7d6T2qz
z@t5kl5MW7lT`{W0fLe2?!4lutLue{m-yKWYP(x2ttvS5bOxcPzGfGu+q*iFJ4o@$1
zM}2YsN@GMzf2wU-)Y6++r4KEw4kQLv*BNK9rXspDt@K>O6N{_sOem{ii82POs?HoM
z)dXf0U&Z^9;16hh0mCw3Y#YwfwnnL%gVn7e`d-L#nTFo91_84lLRAy>3Nh&f;jThd
zi%y{glR0vTSQ%7VAEj=LYv{}yoHOubJF{WacNCUtgVartO?@dHjvN~uSPSL7Q$<bI
zl)Cm5eOuA5ml=Q4lk@NTegp~s{jQ(&|J~dFU;pXvfA-VA;`s5O{^ZYo^b;Jg=Z|0f
z^<Vszxvk^9xA!5yfPJCCP+x-aMT?L?wm;wk+mH1}!O>!{xPLG1e$dH<Kuv-0a!wNW
zLR>-?i}gdIV&wK2N;>KHyi@SX&|0u84u5pe?V!ssw<B&$IN$$(dnVQI!tM_JkGNjQ
zJghGv$uB@w1)wXPL_Dbo<3^#1NDz3=Xqm7=>6~U_hHzycPe1$K{a^m)-=helzC+Y#
zla%U`wC$qi0W?No=R_$Ygys<r%XCH0Y=wDDY@L-4uBiJK;Atyu%V3?#afDD`JqwlH
z3zc27W%ey~T~7wmE3?#F1oyrwFjMM-*_B%4lPL+vET*m^7$-bA|BBWUS3i_!7)euf
zMdj-Pvz2~|uEYjXCGByl&cs}WPfD>zda0MBDO28<Tv8n>(S<5n63Xhri&Wf+H$A-Y
z7<tyMY>L))q@#kgt?5;bv88np*=2t0Rf)=dS!v-6x(WQzK$dw%s6;VMiCadC1~&vW
zW#4l7;0CFrDh5&o%AnL@9}nMSLD6T5)nTU50^5>oc)iN8sj)4WcTD9fS|d>cE%wZg
z$vmSib9l36WT)OVCYBpw^W|YhvZSF&+ozB2J$d>3(Tk@zV92niFJC-i&+P^M$S-&m
z<^|gMicGlL`J#*%6WaR7W4{6JBqX|De}*B36U8(VrG)w-vCWv03c~fR-ITP<x8M2Q
zNED2`%jIR)Z(e)zC8II)9$2X_g;C@8zD0Cl=}>(L{+-RuyN~YNxp!@Obz*6ye|p(4
zwxnIyX<fY0x^Sm;;l63{aR(zs(^!smUfed4)iRtpxGuG=Nk*<|#&6Zow%oHMYah$e
zc1AWkQoH9xJxfJB2&9e5v72?n+Zvdh*7?GLwepUcf<{NGZBspQr>SM6u&h2()fV4m
z&+5j3+)!YP^)3q{jV?$MVnf?1-q}7bk~fA@P&IZ_Pp-^y4UtxYwBzVmE$x`iC0%b>
zkV5`!8p&k!(z+z+SuSmz$YVO$1dVDz(z7CCrq(edM)>hK@=<7D_BHvye0k4!`Rq>1
z)JEgtwXVKVm2F(x*<U)jVVt{en%rn-AH2P{!Zu=<nCaTyoxgkk+V-`@Pwwr0a(Dag
zy{(t8?md3`2^QD0mrtKOe~N|3gNw!nS&zC#OOvAKKx6X|Gf5PJ^n&a4`BRkn7jGVa
z_Vn)4Pwzjyd+ql2_Kl4jpKkBmURm3n8J+4H9yi^&zq7DBq*7*Tl&KBIoS`|LWxUe1
z!v2C`@>a|Iz3#y^4FVNiG<maS=2MexwX$_A*9awPqC{`YAhjjd26WF#d*+1kx_P>|
zX(*4`9M~=d7)y(T=%`5<e^8Z8krjrB>W&mnsfsl*&BNkGdoBwU&Eq6FnbFhjnBQd2
zZ5k?U9g`u<YWq?vTcQfp{viqHLgEQxT}&_bWy_|fE5SIJVVWpXwZ$k}BcwGUSyCT~
z1_k9^q6?_*jBB>%a?a8*A=a1^^B4okyg^9OUQKBZju2RYQ|AwPhn$Q^x<E*YY}h3)
zH>3zN$I_bE{EE;bWvHw+Qej9gtc*+%T}=^PVZ|&Z&ofUJSY97P9i*XOpg<e@bK1vB
z+D9bT*-Fz$asP64i@ktFZ2qNq_*s&m&^ULpUd$Yw6UKdv7dbwJ@AJ_<G#Ch0K1z;@
zbiF{9xZrly9X_fXY6SR9OzP#R#7mHBaJp#9_6a$2;VP=;7}$J9kPH?DmKRqp(<OA!
zj~H9j$CxKXq!=RtAjOFi28dy&5;L#lmjx$g3S4?3Rcs*A)fks~5v3FocZTQ}H-qEK
z!F{r$M_iw;$XB7%`^<$ygyH!R;)+@1S$Bb%P^t}Jx2{<22fvj1>D+QpvC4-UBYuob
zEx8Pireo+7;5EJ?)t1FdKhj@>&GsL9pYQqo58rV;3Xs<I<i`ikUT|R<0ZGPYXmHeN
ziUwG{yy|}x`-`x8Wa3#=Wmd5d<ID8It7#(l#=b<<RD33Z^GkJ|u{~3{lh;&}*A&eI
z8HI9hCVlli(H-MifEsE$qm|7en$~EYIl7*6?dBkDOLzn8ge?&*1Iehb#{M`6V9G|K
zU!h7|HDf5Nk?cr<yC*hQYmTXDi)rYLt*Q@|RR>b3S)vxkk$efDtSxqS?IA*>HQQ1;
zN3#q)Nsw)7I^(%>db;KHp@kJblvIkfJ_Rc8I%@*q8F_tB(?BBMmA0M2pct&Pyi!lH
zTj<zKu_yU_c)1{0b0h#E{fp_;<K;=8(qd8k=SpV%#%NPdk!4KmSgjo0P>=7_^vz29
zXNs+p`E};x+P2J^rre$$J)iO~O*Q@JKc#=lbtw0L^NW8^^y_Co{mbuv`-3k({|5E-
z^x^ZL|KzVF#bx{6di%I5>Wldz$6;ai2Y}+>p(C!Ym{F*&10M*aFSOQy_XQ{f2X8v#
zUd$7n8tFqq_=u{5NI0src_(e!NG7Ke<CY)tCLcXQevH{7L<@GK_wRQ@dL2A~^x_qE
z?~-5{>y3o=$#?yFyeLGxAXMyopV0oh@4Ulzgzn;saPV6G&fD+NWB2acArY7AItn!H
zS=o}H5+%U8WR||`d-I4|QTf4E5fGlnevzVyLR%()OyrB$0kllZ`xX`EaR}Qo>p~@<
zRO?~|)1uKEb<K|alG;dV9l`sc{7RnpeBlIM@I2xh_Hjl@Kw_>}Wpfnk>XoKQX;ZM&
z7@`}@Ralc$J&E%6c!eoZ-I-X?8k3{&&sPUX>LZG)!wHOutNrtp0dixMtUipqkYOOB
zt~W(m8&+dU?wpnITEp4BydfgF&?7$Aoo!-OOB8Mu6r-l0Y^GOjlf0(n8XY;jLRk=s
zGl++po~24?7;-~YN}+d9%z4fhQ}aC;N5V%M+pQViP>o;HQ%cw|ohPXYgbWEGysif%
ztjN9&*h)9NQ{6FB%sN1PhPSjTcXDC;{?kXOFF;Zcx$^8OJp9McpW=q0bDlm&h7rT&
zHTpFNSs*S2x+Vq6LQDt&M*9rcNrMT&Fl;ei#D(2SW|IQ<;G4O{B}u8w<H}VYJ(6I*
z>9?8z<*{SOwAIx&Z{H+t_JRNr70qA4Pk8hB*Ix)o*l)f;5<GbH=*F#ETRWR;+Y8$_
zW@i?=M<*L+ms_WojbjVC#ape5ciZOgwJ$#E7`v(Knk_I6q_hrawvXnp^~Rjhx=;jD
z%f3}fwA;2`iJGmo(zhPfKABzH8#}y9%wC1*WLuMy`y!HLoiDa56t#>&5s{7EtZyF5
zRktTF9qXLRZv(EoBn9kd->zmH+`n4UHkv~(q<u@lUgTb%pkW}VX*7RetK2eQ0O+-8
zINOS@n94)@^{rG`7G=~AvH8e+)4EjNwJ0;q7BZBi4sv+6nh>~oT0Bk|Y`&0hlKbpg
zEV0apZ3}YyqH1_a<5<#K9HlecEkZxhmchQH9p7x}b|^arD=b6G$wl+bQqSCqZFIVI
zbf#@=rg?t3WBbPV?(Nyf&u(p9TYUN1lLt@ktnbX<xU;>sKHF_E-ng~#^!bB3_jVsW
zyZiLT!{@K)MR>w*!l(B?y?yW2?T6PFHXY*&*1ATSN+(v-ihC!GwyD~oMWc00+drY{
z=#>tPsjP!#odXifh;(wZY4MI_@_NhEt>*C?jX+1|?sm=GHIH3y7~ZZK+{6`>FnGoF
z0`OH<&q+$8wj&<3gZgS5NJIRfa@j2{uZt+w1lD#_>5@kS5idGKr|PV!`o3J)GJv`I
zR+Ri5Sr*EnC6_k@@j#o$#qe+8(nDUYXbP+CORMcmDXI<(gPt0F!6)=%&Z-KPflL6^
z?F50s${WJfrg&PsDaa_TW_$yhAe7;9n}a?eQRk$j#zHVGxU@Djv&5Us5(~&QDpCoA
z_J~M^>+T&CeU=d+%=Vbni`Z-Vau(&H3gp2h%8*iZl+u_MpXJ4XFDU9<fh;V&z?%Sn
zK_$V1Xt1k|cGhQP_Vt>nTPC;@j;&_aAvtN1)C8rMc%>Knkp(?+?4x)0y|wTCxAEK#
z9Dbk4BhyCm|ExD2IdS03c>-OB;Yh%x2bJ&cb^PSn!&m)IC1rW1<auQm`}&8SL5!Wb
zD1f{OrK4UL*x`dQyh9zGIKxRYjMhWEnV98Hb_-w^$Sk}pqF)pSv2z!f=FY*JNU}Zt
z19U8Q68BaeX{E&7LSk{}$4~EfJ@z51mjVFx2w47ud<hTlqs%V(alw>8xZ-OuqolgA
z!Vp?e<xR15UZr=Q+zZQ#Pe;}|(f7g#62-;L5zU6!WAl-6!_b&BY)!)LhapDpj@rs&
zlu@2L6cTd|WlP->4jU(={^6%cno&!{I2E@O>6@5yIltT|U*-cARoxQB#8U(q))?B<
z8{ajSJ#}4WTNG<rh-`(|cEkvs*CVOK*Y%bpQuK8lF*;KuuvVop2*d=MjoY*jB{Nbi
z(*<Z+!wF?63?Ud|E&T~~=9ornQrkePj%BX8VD=>o$~{x_fjRh;DE$G$g1lf%S)mWs
znxi_#vZ?!N8%lGMC=%rK->I?D{HskYalp6tkkt5<)dxWAry~-Mgs~^7WgxAlEulaj
zkR|pmQA8J4g%-;F(s>2RU@i9|>MJ?-Vou4Gq6(ktmV|+c=Ku037k6uP#n?Af;#jNf
zp>AU$hfPT{(4;wWyFE|Sj9iRgyf*S*e&WBr=O6PE_{A^&{r~<S{^O7S<i|h#@y~zo
z{XYdg@q<75)5i~AP&M<jpZrysw0z%NZ@C`Wf8_AtQ%Bv7xw;<5p*nOJCrU`j6RH>N
zFQQz6?!wN(;}THzLLeV51c5O27MV8gO$qrBXjWtxI?Uzx(W9t1?gx*{IfDEUegz&E
zei!c-(q#t^5Yrc=*8y4}ow$2kwY^Z8&@1#l?iPd!3_1a5|CS)Pu*Fbc=r5-LdmHuj
z&RcJtI^~j*9RS~6)ts7H<X57MQWz5IELjwV$PMvgO?bMP=fEIUOA;H7#{OJY3#@W6
zPv-Sq84#+Q2eQbMbWBN@LRy#PrU@#N#f**ETd(d)WAX@UCM@MrM5=p0^x4SNi?JD(
zNrmw=t|eM;Nhs!Tq#-o3(l3=|miD;DF|om(+hEJAwx$$Rhtd`&Gejs&2`Y1<+8iaV
z3+0p<^dkMs`o7dseOSKAPthJlZMV^$A=QQERR%<)T#Upk)`gYUl0Xa9SrYYwX_AJZ
zx`8BvBh%=}Y#7KM+R+d1)SIU(^}s*-Go*D9aoOHs31ns68C6UQ!EE)&ZuQiiwy8Vq
z_%Ql@dM&d#xvnrqGGU>e5VwJdI7xCwS`;v4ii6@({WbdX_3N9TKDtjK_5CLgS)hCH
z`2OSPF!7&~r-Cc>_$kLzt_U)WbvEG;+!7%v1k&6Y9Kr+>4rfFkB__x);W{%)R`1}l
ze@98p<m`NXL!&6aC?Yb-)63h-+sDhtH!3DJPn2I<SKn{5ZEkOV{-v;V`CNb-y!Z_1
z_0^j<uoJ%jJ)&rQ8+SgvyS}wHyEryF)j2tDc1-9OHq9gRbrWm)u|?h3a`p7}hM7Bt
zxd*L-8x?|=wTK@jrLVbXLCgpec0}KDS>IY2epLUel#XU34L2}P6;ckRA53Z*&VblS
z|D$z5!n~3J7GTw$MT{wF$4pU;HCfRXgMKC%j*c=-<PEONxIN)~hL}T}s{WO7q!&~Q
zAu6^l;OqHyY8)2vKoCY6xmMdLY|<6?ES8cJqfoMe)7~-B$c<XwgBTm$tualBNTxZi
z)pX5@=_O=G(z3{xCazzGZ-!T<>rNb6Q#jVugG<W(Ik|nIVt83SbE9?odeiuJ!^pa^
zXR_M9P~SCFJ~&k~w$wbn+~$}!4A0eV-5=ceba3USZR^hX!g}xQa?iqgzkRY{a>+cs
z)NLCwv~?;S({1b5$8SGeyZvBwc(U2%FboVgb#!XlI}~$k1M}Pc_SuFeOIf?U%C@9m
zdf2z}$ToGuG<(~$bl*CCqiu9uZ=bL3pH>bnYkFs7j^(=9>m5_qTL)LQJ@e%_U=!C{
z9NT)~r@DgSEa7B_o*?!dn}<c!9f_QtP|0c@1-4cMb5(GO1%|w+ye=xQ+^<044?N1y
z3rRJmvN58zJGpDROl^Xt95-{v)IBR}8l+P!!)VLVb)>XAB(?<&o4=;f!kX@c&Y2S8
znoJclB_LURPn<dI6?7`C@G2E!QeBu_A4XDC*O^{#%`B^p35h$GE{1#+$sn@Lkq3ua
z(~-dLGgE%nb8_$*O0Jgb!pLpXlSs`pNCdGum{<bQsklsc5CQ3hq{pwO<@+aO`9PJ&
z`4Lyel-DME_@49(I296gp0rqMzPCt5YfOkl6ID_j)6iGcJ|gX$sO*_lae!|vs|`sn
zVe|SDv>DHUlR|Cl)nms`v#!Wf@;ej>!S#YgkBDNzi2NXg#xM?jg@S@qz&!D)|EWA_
zP*TnnhHl)$W$zPA=#HNHh{TtG{Bn0ieUSm9)##8Lu-5lkU<3*ZcOtXcD>2u@FYE+9
z5`lS;Swyx_HS9B@j)J0DG@!fiVrU!{*k_q73K1_aH#)V!J0Qj=h;%#lA>S1~6}}wh
zM;8hI`%(BPz*Nzn970=V$cfl=c8h#z&@QhJDyygT&5z8OV8>l{WiZMz<H>Ue8F6|A
z3b}pa`U3DO2k8ApE=h5qH1Oy$iag^oFX6%=KZpgE*F|evlcc&RSzV00K2lyE!4rOo
zDj1X*-V}oXkU($0Kd{L<b7HkAnl7PYrEg_@5UH)M@tmpan&DMx?`)xEvH<>rk*L*R
zQa`B=m?Q%!dIBew<o2QT&XGhxVo}W6mt-B!Hrvzm9dXTlDP+2Ex(wY3rooJ!v4Wm4
zQDawPMNM#_+^baW%Z6ixK0L3?n*~EgsG`!VQng=YLofj|IwG5G8LjrL+U__-BOr?a
zdL;SYkX}hSxQiD+;ATrbSb|VAhLh}V8OUww%cyBdRO{2*`>We6)jbZqv7@ZACP5^F
z+vYD-1+%`PYfkMLE?K=h^jp-z%(c$m8L@dJ9aKffNS2XS`r!<MaK_#wqcy$DUbS;;
z;kSJHuRruJYO46_fAw#_@^`=dKmPhJ|K>+O`15ZmN&fDK-+k`~Uw-l3!w0W+HgEsY
zw?DKG3?FrM`|zE&PaPqwMgEHUqX4caiZ8SaVPtU-bpK$#>j9_~LKqASYp--$$a;ak
zCo^{7keiF!@gv93U9c>UA3c7=)opKI(#^$%k>dUjKOojcw4VA%;W)s50A0z|3j_(G
z`)E9hxnZ#au_w_0$m<=%)!Xmv6OMOLUtD?jt+&u!0yga3cmMDY|BxH--?{TAGV+4u
zH3^#Ll=yUyoRWa{;X?Dc)L_e3v?Qk%`Xm?nr4;!_XIyHui446WS#4}yc~GX*D>m~o
zwtvT1v9_IO^3;aDoEAp`xtiXkitag?WvQHbAC`qg7oI4(k}D4^R5Fk7&Mx)Qb|xuc
zYxgBo_r&RXQ}Q+b*+5`)LAk0Rd2<qs)|L^G&XS_)NUE{GWsTQa>5(Z{o8x#EO&5D%
zn?U4l8OfB?1{c@(DNGUNoI~{`bAlfbeI_o)qf8%N)03`fjiu^H(-~XQ7OCutsca8#
z9L=q4L#k!;u23SWtLwoN6UmHGu~{C_a)Khyl<7i-H{~N+s(}^x*o}tqTR`1gNhOum
z1=Cpx&62H8X-y~$f2W_LA?IwGEFe@287wZ<FS{V7+h)3T@6My=PaZyheDBGFdynpO
zJb3c(;nT+t9zS~c<jJEaj~_jG@)%o8kYUfC2nS_<FUSay>lUKjuRmi1i8JO5>N~Ug
zEZH%Vq|C@E%+O;HA)rou_3d|{sDvz;z_|DVM~grg`;v?lfu_H5^2c!0p5WDzJo@_c
z&%XW~n&^Ya4>q?}=NCrimxe~BT9<aZr`8(Bm-GYE>e*ZE<J&cT)6$VO<@8Mf&xN3}
zZ&!BC<XPwQjrL^fnCq;ujvbU|MgK}!=S;qk<Jzg}St`b=>Ygp6*MJyU%Sg6iFbx?-
zUW-JQX*`c;tChyv<x;}-z`h!6sUS-5NC(!{b|l1VMXe=4-<!}iT`+RJ#=ZfxO6u5E
zPu!{*xh4n<5_+ht;hkF8Rs_JtZZ(k4AKk4PTvxH}D2yFp^Y*0;ZELLavY~C1Ubz7<
z^{fOXW?d-8F6&t-ZgOPQ^{1c@0bv1ZpnRcwx~O-qxNkwm;n=9Quc$|N4AVDT#&-=P
z8x8g)UHf23i!HxvLS~(+aIDmiZ5k$b8^^cm>`RLA&4$_Cj;&8e)^84X+bg<;ONZyH
zhi0og2jmuqs-<5tyi`9tUo$*g-90Sr8j`hIO1g)tS}fwuA?e_fW^~&yd9!u-iDmww
zdE%B4yJqQb-}H@^q4ny?8%=Ycnx}5G4X@T(r^_r;Qp;p{*Cahn1nhON>v5Y$w(93T
z=^zZx53r<~(P0u*=FsU`5N;V33DDy~Y%3VH`Q1~cv{As56cSM8RN%=4ir~t|Xx0_k
zI~HsF+sBF^t`w>Q85&OAYPGNFOk*Xz3v5{E^;VJDAs<+%nYz~6Jym9zE$g0<*Z1&u
z7nLmw1>r?riym!yTVgY>h}EGLjj<I5=71Cu<s164N^2qsdz0EK(FADP<Fugv6hZW5
zR5V5wY5dV?tj=M_LGen=xk9iU41T7>o23Anva_T?dGaukJS4w7_^RItkX+b7KEbCV
z5<P-rE}gmH#-=1(dO8zBW5|<VDXWgHY@m`dmU1+OF|)ibg&8GPkFn{XEiQx1iqCc@
zR1lYW8SxXF>XDG)lUWoToqXlI$I&wvj!@%>l!C3wh9g(Np`W|#c9w4IK)kPmxsu@I
zT#6A{81zE$5DYu)_C5y#JL<O2UxEC%pX;Q>5J;%6W2g6f`XA2}du0@RVHOd0$8loQ
zlPMlGKp-G^6D5X!1$;gf7(zS?j~CJleL~|edibB@K81b5%K*sUrGWC>MP3gC@|cU;
z`zSGT{shvPIi7KMh0c1(>loS(T3U9AZ?foemXsAs{6G&HI@nd@Cx&@N#17jHx;q3g
z#+nGQ@PxAnF!E-E{Q2sH%~+Pi)MD?F@PA<y)z$v>okZo6NU#$@muf<#nqXN?cu|#q
zzT5|#ENZ90npoeNU>eG<YzPH|59W*PdSh>reW_%015i)t@T$CbrV#06>`NG4F7KHr
zw9SforgDg;w+$v(#xpub()(u$`lm(x(*=DKMSbIvp=nj8UD9R~nFey&dNVqQ^Hqi@
zaiw22U=6X*;!Qs|=2ev;I<J%|p*wN<d}8@BPqD(6VkW|7#l-Jh2#iG{2>Gt)QDWmY
zvzV-)dzR!%L6sM-SJzmcz;Cot2brojr}T~2Om6+E5qo%e*fyb4=~J35@=jZw*;YL;
z(O`8bckZwKCXq0=J2HE{y_=nsfwVSzDhjiq8~zCx{PfnrjJCn-21~kmP-Y#e_)Yil
zukZgYKLMoIzx&01`0<ba0-(TGUw-%I_1AA+(~I|~5AVO2npnJb<L)PS?xm%qzyHp=
zAmv>FPzV9A{V*sFejo&~oI>jW((A~fqkHO$v^)ZgF(ukeAXl6?ee(FpV@Hp=Q2^=c
z%IMwo5R=Qpt~?(Qr$=Xz(ic?Rev*;GrLff~>_6^h=}CgI%=kVLQo+r78;?s6TEcko
zUBKqTgi$cQxUzR(cfG~_;|Kh2A9C!i^A}Girui!xQVmv7c1aLj@XfY-IM@}&c#SEo
zSQ8nQ;UTJuO3VX88cTs%i6)%X7A{s&zL#I*8L}Td_e!fHG;K+=!s&an?Hje-bMlV)
zlCDK5nX9_qEO}$1xH`N@6C_sq7peRetugA3xSGBMU0-a0CLp8K3$PC${j74oDpN90
z>jql}T8ne!Y8J`c(`Cl^`u?<XLuf*tJDdtskZ~ZbyfK{drLHTUoQb9@wz4&<+L~Ob
z3CWiElf`PV<y2deG=k`g)b%B|Oo%GlB8v545@Up_Gp^Ags_D(tS<@<863Uz6t_Gd-
zWD(xyNI_+Qb+)8yy0C9a-aRXC8ZOjyrpg*3h^dt6N%&{AjpQ<U)S6>V<M|*i2i6tU
zU5UEx)ND!MRi9I$qNplu{@m)+?faiRc=q`Ivquk}Kf3$q{-+P`-Fx)l-opp?9^8NM
z=;8fGkC^&Bc*1n@$-~Ej414tC>7Fh2oa_*^0X#9#P=X;Q3?=cwoaM_xh=>?JhM1G=
zDzFZO%={b1io&Ik@utSc**Hm%9!~q~FW$WR{53l8$*ZT2UOc>YZ+B^Z!am&GWl<QL
z3Pz@kHy#YF-0m2htD4zu9+*?i+=eNE2$2u3R*diJ2G<ohe%8ej;1aE)nXRA&?a6i4
zIBiE{%V<XHcy^;Bt$iX_V5@G^hb{#oq3MjmgzTCv?pY!PE^%Dfj^3<c_J<dWVCLRf
zgftAM*7uXpP8%eDwaEat)-qpO-$My|1|g-<>ve)%HYXn5uIgKsIChAQX&Q%eY-=i_
z=A*lH*7*_`Rsd9OD>NIb86R8bBm)$(FJeNb_pd0J2$QR)3a4+ivVBZc-;;*@g;p0v
z)jb)?me|I@bUG*zC$*M%(^wu!Hq&VC;Ig7`uEMcVJ8|7;UsI!k?8~a|2}$o<8E+1*
zsO+m6`>Ki#YwN6}YocJ3K;S~f)Mn$>r}oJ;;iqSvkaUeox<{q8=8TR}$>>JI@@?zX
zW^>o5w0m6IF(U3?s3J(&HCZyWr5(9OBCdAiT7!K{+c8x<am_e$qaAO#XI^ewR`S&+
zt~bqp($O)-?U{q?sFtQ(j(VVWM*;5{-D<!J>l`nu?Ml~M^SY)=O=F_=aYk?HT5|$G
zdt-kF|3>ykEi>}2afx+W#uhV15aq(E)|h%L;J(mYxi>~GHdoV7zPcUGe8lKh{n$=p
z&zz!rT1j=arY%)x%IX@cuq|pwx0{C78%DMa%9exzC8l)B`KvVSAid7TWqSFBe#{gs
zzbdT45MO1$yPz|OGS*~uTgqPjYpo@<NEs59=8;_BEmHW&jS*sX2=N=*JZaD_QU=9k
zd64*G;7F`XR30MHC6rXhlE4JJ$3%=V-}%dj{lia(#b5FY{1{n+7liaW<nkU`i1kDN
zFtC2-xj|NOV07|jL8L`pfbalJ-YeiFbOlxp{UBUrviL)>@`d;e&)kxr%pzY=Sy)kd
zG_fv%RYy+lC$c4^&ODFurf={`L{vb;x%iALiP?ZO{rP5iKVKIN>ER<E;Bm3J>F#qJ
zX9>}D;P87$vi*m_H5?2GJC&S$iH2+9L(m>jJ~&+nurn+zMxA0yk-Qe_3ktn&=&8#-
zWUB<F#J%}Pp1<fRNI@omD6WGp?>Tw<%tk-tKy!X{@V(RLT+oM?t{%sQqjVB6MoKL<
z^<swj3Ozxfz))ooNf(LL5%MQ9&!!})`#rr!xB{LS+%Rl676GDDX@EM9--YYNn+zE#
zCSdilMD3$!#7$yLF{ViAPaAb%l|M`^$X6w*pn?itSxr!h!WV_6Frc3Us1t&ZT2$pr
z(_;Hj+SHDsZ$?bVYyYgoI+@osmNT=f9bKsyS(cBkDZ59JTawXb)d;`pbFz^|#p(^~
z(vD?mqkreqCC6;5eX_29Qrl!LtZq(*?p0AAR;G(AR)pls2=jXuRQTjdy(Q|Pf^xvE
zUQ(4$uH*`k+Z@SNa9(Lpc@=?Z#fti1VMbZuBd!Wa$@c;uN5>Yv8BIp@9Wd%s>$?&$
z*^JgS>x6P@b#PArG+V0FhP<W@<-*#p#)V@GLk4r%;_k0*@N1p0=Tl9rbQ`<#n)-9B
zlgfcP!@yE~=V%eT0DN_Ib7=c;TIXnH*F<*rqzLP8?pn+0C%<h9`LEvBuYbJ1zQWJs
zZ~pDS``KUo71Ha`19p~Zm-+nVGX_H6d-m+j-0VtU&(N(K_opUiy{>q_{ri8wVk4<7
z;SfwM0R$oVUD#G1?mzUQFl0o1UAc7m^7)IWjvYUH>SJIl$Br;)bYrT>FcIA)%q7Wp
z9TJ!ld-{#OAq*}EUXZ%D{52Dd?M0Ru-+xCaZKNy~^~L2|fA|)zm+<CW!lhGp36n=u
z*?WjGKKRz#@9pDrXcT<c!{gNDtH-r%c~Wg`swf~&8q(AUO|G~^8<i$zeFop&AC(2;
zOH>hD*PUHyh>y#14@o$iF7}H`a}SO?&k8vwxtYbj)$OTTQ!@B3>wGy;=N9TpM{*5=
z`SpGI6h!98J;`pB)rTnBqNs|iw<Y3P<y3m5OFYAqE@nvm%NnAJv>^&%UouSFnONBz
zLxf)2k*%|4S2RZ}S%j4PNNPgsds8qjv>l1nooS3zbe-|k{wg}+OX|bQ8>2*30b*@v
z&HuyRdq%gJ*k`^UH)~JP%&3e;y^<1p@4XWQ0TLiU0wh2*0w6$w07wEP01_+!!3OqT
zBubR1K1DMcji%Z0W^c-FoH&W&czqow-mD#`ZAs#LPx9gZUMk0D?`}?xvu97ftj9Ps
z1cD?0N_e05`9J^P6RGc@&f8yN9xm>ls2<vC9$b|xo%zkKJm<97Fj!&=R2c`$b>5P~
z`uMb>OWCEDOX^~cedVD|&B&_4JXkn5r<mB$53Q(;{UtTZc;+eo`6jB0hgamp&awFB
z*r&TIBxE>zpgi59GP}1yW32FxGF@7K^3l5=fAQ(ZpMUc4XU{+R^2NuWz4+vd&pv+f
z{Mn0-pMCQD`HL4=VJ|4H`b@Zd`uP`3BtQF7`1rGU*w?-e!j;UHV2BBdOXvX<SQdyb
zp!&k)FxQRr60QJxCA0r)zjnBMhmH0P7_jKBM^7Kzdv||xZ!tXU4o+CNZ;vi*xaQaF
zp{Rai-?MSI|HgZP+s{L554<zmx`jJdp!6#bZIe4~*g<m#wz+#$_H^#P7-4mh1|Kly
z@KpPz>Rgc;Fq^Ka8a%Ece#NsAG_ZGGGQ6f3UR4rtC&~rqVeTQr*{;oJ18X063Dt*p
zfqIz$pYq%930IA5DEV%D|KSxCN{mlUF*m$zLR~XJoY^<d-?!2hgd`hURrk_Ew5Aov
zauedo8;0daJ<&Th`lE%W$Xjejnx=1C1_YzE5Mw8>Bxgv<8X)OD)^9rll|-R@^G%G{
z=+7G8AgS0+A7W@zc$!l;^bshp90>5f9=NA=jhL%|_m}QD0lxX7^2iRWzFO8}gUj;q
zjpoRXW@u4PD;&yg7CPCEas7cOvThihY68(ev2Iwo=k`u2hNA5cUMxNNd~^HJ=;W3$
zvZaaa>X3*_<Ov@-H$L>=_%yup@p$Bh)wiG++tAM3?i|}RfQA@dr=YwoxZJ!d^r#B#
z*@-RF)D6q%N()7ejvy>P^~!;F>+#scx^4PK*UpEL%@0D6UE}Dwsxwf|4%gUPb7WT!
z+HNo^CvX+s><F)SjICgT$y;p<jA{p?wP-D8sGgteo{%tP^h}ANuI+ssy8C%_eBIy*
zH6WZIEd$1n?9f%DBgZ~}r`H!%wRC2geKm5uuz`5EMi)<Nh@=yj!s=@ZW3CnZ%MU0?
zVjZk-ha{aoN+iV)nAuOPZ_6%|#7i|P=E3qNQ+BEJI=M~O8#$#?+44*3<MJzGv8qUC
z<&|9r0tSt$xSCF)G*nP=bzF@!iFgvG5c4>OhIn779RLxRV+G~|aVb(v#P|!!W2+@;
zMU@HZc~^=m;}~nA40Fq3G75#{IYD&Hs5*I)NQS0Lfg`~(W0N*Fz2H(p#yQFssp%mK
zCB&<8D2yhub(PSRq=h}}<kY-#C_V77XD&j=I*xCK>|y43>cY{JXL(4kp_j;L#U`C+
zj!8_NVjvP<S;Ydat5h7DS#&Wj?F`UV{z$WPQB^E*5gY_Rk?)h3aUK_o<QUO?q@D0n
zE*uqzujJy7z6J~yGVR%m$EoDzQv~A^Q!nrlv+lwrxUcW<+@XG{ESc0_;&f#cT*gBq
zMFtF?_MZ~bwQ5-c)>ctXEFK_BNhHmRs$y7PU=Uf(3!+SB0GeBNsR%Ew>Pn*~8A@uq
zBb&J`;)*#Y0<xk$rb;T9W5_&ebYN%c0Nwja5oU)-(p;k}hpwNYx%#C$#;MJg(28Pu
zyLEQAHL}q>v)Q(~-?jC?vvS+Be6xRX*Ta&_%C2|+apciQ8^8L^7e71N{_M)~UU+og
z;s`LQ6t~;+r7cOC&RmT(2kxu1B>|v>*<Hr(v9kU;!7a5}h|LS}czb@cA%hmV?m(%&
zhdr+(3&2}<iKV}i$?5Q%x_3-sAE>hQvBXi-<u4wXtn-G&L(}d1@7-A28#i>-xrg*K
zE8{<V7+l%dk4`LEw(gJ5Z4CbRw=dlt7@AVJMx}E%1{Qb2eCqbowb>ol$bw1;mCe;n
z@3xFBH{u8SXX^*2q@J)OINv(8>DanIwzDIo@qh8(&+`iW*Z=y{|M1;E{Jr1(?iZhZ
z<HhqY&|sfD`~1aoirX0Q{Kg0GznBOwOij$+-+$!o8%#+|MikL@eIE1b1PIm>B(;R`
z;-Lm(+Ia5F>A0AfOXtsBpx^rBNfPxaG!z$i5Of!~FeZ|WFWFx_Owqs8S|sOR7sB&g
zUOPfZHXDnF6ULXbMGP)MXdTAskzOb+hL3{r_1|3%?<rVe!c3Ao;C+4NtM8nAGbjIg
z_pm~1FRPNI$lCH<qfLQ@cFUl+siUZ%`dXzt1)D3g__E#w5Kn6Ni)$1qyrsx=Ic86F
zlOeBKo+3Bo0F-cy0uGWws~%ZX`xhI%^HTqcvVXRbZbyB8iJsk)?rfvC*z7Cm8Y?sV
zfl*{iw8@0zi|gX##$1^pTck>sn+T3(O0}u_zEYJv4*@2Fg+5Sj4OSz`G>!sPnQf@T
z;;V3lWt{tSICe(Fj)+)pPH*ok)_coUkQj$hRt4^PsX17n^W{2cYkVuszSTC@tlSo=
z?Vb>~xr*9*3(fwr3Pn<-A{8+yYED8`b`DmKZz%9Xf-8ap#*q<j2AKgm#Bpzimx<QE
zxF~jo>gMm62clBXO#Rdi?ZQ3V@&h*MY;*gL9-k~YX<gb0-Fk52y=U*g_>#XYpD~MM
z1c~&*1moj}AAj`mC!ery$j4{TKSqpk<&#feFqHi4i?1<@{QS$WBguqpn6O4icuN3Q
z2=10ZvEYJ5_6@GE#(3z4@e$$yLq>AlA3gu{*^~Dl+<UY~Ipg+0bYh{;6VwfiXy(>?
zcJB?|dM_})+u1uTp>}8I{h@<TC-*-IuRiFX-qo+a>zV`ma2K+KW^}!EVpmUYYURED
z)%OS1-uEs(a^Pjn-nC5KGLCKX`;`vN(=b&|0FQ-GPgF8_8|G&h(V)5e_OY#&;HHWV
zM0OJAA9gJ~>_T5HKXJnT0-)M8R?$COheE@W8r^6aSyxZ&>ez1Jvw&Mi*HmMiHQzP?
z_Uw&_7++$J!IbNpL{sU;HgwZ0O>F81qe^ps83-vB;ySz)tcSoQFni0o=p|f4IcuZ0
zJC+|g`90Fbj7a9YMfdH?4|}QOL4d(@o!r&W>>0zGZIe5CIJz@8OcYO#t!c-psGe^g
zURKZCvJn)=fC?_R@Tdl7CAeha&DQW1q&UsQu4dt0C+Mxo9RuMpCWDjP)}8kQyYC0q
zA9{D51a5sW@$kjU{b!3e-wWZbVF?~GB6>*6uRQ77c<P_N)#YE*x`<E$0bXhW%YcCN
zMg?d?Z=@EJZD!AkH1f?+*C-HZhnHK(VmXHEgY)gt9fDy!;dS%Ojqc@#gP~19G{Wq1
zj#Yam>xLlMPl?(5;)#SdJI2>L2B(`jGs2Sc&&iOH2uMQpeG!QbT2WNajU&q~+aHXC
zHqCl>k#npT5<Zfte@bTTFSc>I6sn)P+08H!FAGbYIV0RZj^_E5SL<3bQ{XcYn!0kl
zt|hI#2jV58C@>L~uq-<L)s^yu3R#@RU&)D8i#40t=*IT6c6VuIQ#>b1R>4dwsBKO|
zdQ~^V4vo((jY&*{NkzE*G>(wkT%k0S)-)#Pm&T-KU#zUB94A|@DYSSR)#h^e^Vmdm
z{p1v0rc(@d77>EN@@wR~k}@s<jwr5)D-)-bijwF+WKNoxd7i~Rn5ZHdeSB$(_JS&D
zT2a+?(&>qrVBw)`p-*Di^2^A*lmgu=i2|U@<@NEX6a*duN$7t(bM(xmw_&alth#(1
z2MjPNb#t8Be)TM4!NfCZc~{^(OVr6|Eim;ZbuqQg@yR(10nade#9m9xq#*l}RF#G)
zcmB!=zMPRF8;%%j7=7=YrTOTMGnd~vb>Re|FOaZ81=8D`WCO~0mFtW+p<yH>pNGlM
zxi^1gPKtSjv)8Ci7LfQd%Ca+whk<M@5yjLtB>@L3BNJN}UoMHSmdA6xEKn>8FXF=0
zG{lSKiHI?z7cnp@pXytZfqK;`!FpuT$DLVpIXN59YaFy6aZ6%zM~2y5=n4wcJ%AGU
zU{)_ls_MS+%Hes*P_%w@v2kWsHM^@CU6T6es%LgvSN3g@l@9N?elXNII_+`|7=jay
zxz*9H{mS!S`|Yp)6Nli)suQlG(NT0rNQ<d}rB-`QYtPYGpmrpe)+W|9v89+v3$V4f
zvelHUwbht=MQxoqot|P>u&m2hY#%J^9TV9G$~2vsZPr|=DhW4?=ZH&Ya_3@Fb-457
z8oHkfbX}$0gR<bXH85uD>Q$_)1YbU|-3PlX`~LAI?f9a0Vy(+RZJb;;4@X<V>$<6J
z!_vO<*|Wvz&ED0!eUUZO{?nN!Uu<nZ8CtyUoCK0N+i3HY>AU#mMIEjRyQjX}CmM_>
zBkR_U`(vATNB@cE{)<oj>=pPg|K-2^yI=q9uYc|T`uN#rPd|A6-n$?1@!3b8e(=Hb
zPd@(Q#V23e*tqF-4g>>Z%L^-A)~<}yG&st~UVrWM@nh%TIeh^z7`p2eBgMDRpE<+E
zqJWGzAtdTqX%zf1%&w!y331_N38IVtSXCs%B|uq)3ySMC^7F5fnHOSRhti92<7==2
zg;C=xuN__lU+ZxGc&Nl)6+U$sxfj0br4`2aMR#$ZD=}v;T{)AL8wYVhYp*i&RLC_T
z=5oygjQr%B;fmWbN*fYmQck7jU#d~2=2cuKUP}m5ZpbVW#TM0GC!Wz{$N{+{R;Q8L
z^)IUE*LH^`-6K_i%2_9*w-@9i^hNtvO-G=jUYn-w%GEe?HLg6FF@xfddQECc{dL?Y
zCYu$F33cj}W@|Pl-SutB<&D>BRf*!ZB$+8qtVz*(OIe&ZdCLtTyhcTUI)_+j3f8he
z)!{4a3|6(+vyHw|l$CCvurpNAJz0hHf+S|2tne(<yQV~gOArs#V>_nt9aiKtt&SYW
zculD!F0J5FA#Y8R>nXYCS<m!L)`QW&1Pg6zh$VOWs~}7GqK$O2;F)k(RNFG)uTI}4
zWUgfB2I7)hJy=qRF-B>`coy&VPOMocS3Q#pzP*F3&%XBQ=U@N)^IsOiV1gL?;?obG
zfAk>|>;)o>E6+ZB_Uz*qh_UAow?6swvzN}8V1)_!eA)-Uq(>5j1!=KEfY>h!tw#Tr
z3vqo0luRU9pZwa#FFt(y-rai-cg8|ar(3<W>7U<n?!6b@ya%hZZ+y06W!JfN;9k9J
zU%b;fce{IjzvtE`p`E7zlnfO=iwCx~C(Pa4P|gMyB%T=w>H5Ril_9*_&Xd~saA@(7
z69pALuz>dJo#fXo9$uA2_S(sYt$yIzdKQ?v1%1m7(;h&?#GZk<B;_@XAlZCmIdSSX
zX|C?Tio)p4w*^axi!&1(-Gqg%B-u5xuIif<2Uk?Q^5Ag!Th!@8+SO4+=$)1JjEY8A
z+Li!)JaE$%G<T<K`c|iRTFH*8Sd{|bz|dO+ZVoSN_I3w6kZGuHyT<5k8{DS|tb;Ym
zzJ;%vzw4OYw~cSMv#uLlRx`_UjMRE2B{pAq&qxiwXg-DRIusrx&l}m)3vXxw^G%?J
zgG-9gMjOQ<6I(jO7y>W6)y|_GUTm4%(le&qc;ZEdjV`NaZ*)v<8kP^-n~ws!k4J94
zH#&=A+-k*+i`)Qt;UKX#w5+ycnNBneuW0bBfImQc@XX5jOYWU*ptNy#l?4_;S*qY_
z8<jv1XgL?K3|8u>(ec#|Oe!W;feV>A1i*9PyWs;H`wFRN9a>ZfbJeg20t4;X#NE4w
zYuH0%$?@<C%lJV2gd!);R71~Ljc2AYxU3jkYmM$ZjD3QRHTLn>z8tD5P*c690O&{m
zB+0S%p?RHWvQ_V<ha$h-QP|MNu{a&BDbX)Xn=1*YVv<hhS6wG;Z}FDuoZN>JRm4@E
z!jj$Q$d?&XI|c!+=9f$3V9|)%l0_{koYU1RGIC0<W1aEcDjHINHeh_^6eq;Q2^GnO
zRq?InQpSI52I;#iw6<c7lAf^IKhv(U7Gb%wPYsW&u;O}g_4SfkTBH*RgE5QDDvV)s
zkmy%+V`hmcH7N^3!)aD5^Gaj03a&tqs8=$&D%IO78`T-$6b@PL7*ki6fzngMk49Y4
zj)WLvXo&xVn7NvG8W!vM%O|fUoVglziXkIni8*F+mLQ_Y$ukoy6Ty?GNj#Rx7pW@L
zm%@}LX-gs|$EY!uD(%b*aj9ogg}&_Tv_Qsy!MJpsFHB57kFAG}#R>y?diEl9KjeA^
z8V24MBMS}#h%s;(Z@%^F+4ILPTz;FiO@Wwk>~%mHJpNK~4AC#L^f+(GCy6SFa2Eqm
zaH)(q%ftyKb#drS+&ug)R3$@CT6oIq;Lu*IsE>!$UoO6;GUk-mC4g7OB;=)F^N|M$
z`HHniUWCHxSWy#ojYZPtB#0TL)6KmlA~}14WQMcMuF~PzhLHtH^oDBvp>_7Ac9itO
zrh4t5d+DZYZgXIKwr^nA=JJ>yJURH$pZ@r7{^oCfc7**$uLN%d`+^#iv#ddtT2^~K
zx8y3nn);TMR!d&9J|Aovsu+50o3+3d5bNxv!5Mcj>~fFjx`$Mj-fAFVbbMR-i`AA)
zUKtuBSz}}umFO}Ad!sYY*pqE^=CoP>>1WHdK+N(?t`cJpWk!|uf$GkII#0M|e9=6$
z(J>U2k1Q&B$7?+kHN*1_15@?R(Ym3zrU)(e^Q!)kbY`pL&hzMlfBWEPPh|hS-T6(A
zZ@i^vPzfl^?yc_`XtKI%d;E>Q$(E^g>)QU{_Px-Zr|Uoal3!f;M_&QvkAMD?KmUzi
z|IOzgfA;v%(?<{AKe+qw-oeAi58r$E;N1uJp6uVgzp}C$on4ukiVh79Ezd2@gd;VT
zRY<HOue@>|BI>bYr;Z6UFoYH`uD6c?!xw6}QCuXu7%~b_R?w_MeqI<c3RJGwjvRUQ
z$l)0e9|e7dnnH2CbhNldm^lg_*DL(v<d1^Z`kC=1<nCV)?kwmrt_pudb}_cRaOvcw
zm{YmM302aJHcOdOUtsZy*?DZW6e$f@&E*~5TC68sU#YS)4{NBfJ|(j}Hi^E8ir9|+
zO3FUUr180x2(UQz#O1n-25nkTNYp#kpm&$jkju1=O)F>*9fKwPvy{P!@xGevxysJ0
zdTmmJKDkbluI$X0w58JH#+G7U#r3S>m`Yi4wK7%Gmey*^(Yp!|V3qQ?Mt!Pvs7%$J
zrRy&;`>U+}>eeo%leIK`1J&;tt7F5xd#u(vR8gx=Z0^eG9IxsaF1C!85b3vtO4~fS
z?Spw;;i~RXH5I^v%c{ADePi4D{<#K|ue8-sSXdjIR(LVL`f4>MSYtwyE~~wp3bQIo
z!yRLwKCyRd*dyx>mb=5%5hi7~4Fl2o!6*t%zWTlcM(Eg9>zEMyZtS0tMDN*lJ{<u`
z%5gS&%P~4<UcDJw+6vr#y!P~y`=5OI^u^bo1A6-Si{~GI{_N?q51xMX^rPqKu#XX7
zAAIx_PmDj}gJF@O(|~Z&Ui1yJTVI37iGhZM`|?XjoWI5z<G=ax8=t-Z(c`-hZmw_7
ztZYVZ+?n6JF}k|x3k0=e6CF!C?%B=G?MDME`%ZsYIlp1w*y~-p)g9gKSiIZ4aL~Q=
zVSq#vJu?19r2zlm)kSZccR%v2J#hwC6-1|?dkrl$V)9Uy9o`~|ZJN9Z=F7bF*p7~x
zx}{loXkjgJ`MsV+${#-)-+4Ydxo6(`c=&K$X^Y;svEk^Qt0NvZzTFHfl|4lNvWz|&
ztG~E2P=xChTvrV)$jQKmwzb16&FBYrSQ^<i(d-O|s%y9c{R1(eXS~M0AX_-FVMfj0
zaRlb6=2YNJE*x|rCn&d4*|O}zWsEFo(`GVALqYVGm8ZFQ;3UemaK{ne(8GkE*fJnB
zXZO2D*4p`-Grpk*pMu-jHB>`yDa>AKZs?1*3DBwv{sLo{A-V!{im??{n5D}pNpMav
zx}c)*lkY|`rQn-w>%$wmnO)P=w%$M8*b}Uw(t3QYjq31$>86>Rmgt@>vf0kqdT1Hk
zYxC#^Pgyat-VU&r96Nz1tU23IIUH0Ux^9=ip^je%m=q?7{&{*98lXdrtTgkQSp5}k
z_Pm<Lgcf5?n-yYG&A_B=d{raVl`g6}@q`1F_CS?)x&d1+w5jF9A+V&xC>Ffpfl^<z
z$uS~!jEHD!wfZU%QT8E%no{3<%jjw=%r2CkbDZ#isH4A(P!<$ZLvNwVhO#XlUD5ew
zlp0%+rN5dEAa!SMi?9|4Y_ne3QJ9=_0rdqvmD=dkyo+ZqAIkzds!9^IB*+aJayHbo
zfWL~>-8phonl(_-+Lb5MXH?4KT04ts<mvcD)zV~;o~W;yrgRJ_fLfQ?JxoG<o#nV+
z*OX{-S9kf@xht)fr4&@fBUHpKxeaaESndVYR3avp*C!Q$Agf|DmP$?@i>yMN!nz`1
zs=SKC<Sa&(r?ZM;lhI)D@03)>iR8&FR3bBK8xrfA5~~1h33$>gP`uD54DYbi((-_G
zT>+p<cKvW6@l0&;S>j%)*_X*&#l)W$#L}f>wT&rRg;&U@u_MU}B*ca?QH)HJT-k`E
zB-4IPWzB$$ioQC3^*CeD^!!VhUF<gU{nPU<kzqS};x*PV8Kj;*|E55hxNtN!{tWKc
z$y0BfAWnAb&0{BCKYD^GBs=p*jvjj*GAc1J*j$t%9e?``K8sz(_e{w?UsQ8dX-GqC
z5Ro#viD_j6+s788SsO?NaeZR{F^TUW#z=*+*O^~-74!u147G^|m|J`W0zY*~_-R6J
zpKw~HP&q^vj+yVp7;vm{wbG*OqH74DdPSy0k=@8IqB&pMTvAz=)ub-8_t%7$nwIah
zuRpMIRuY_Ri>w(I_qtba_0F#JjfCCdso_sPeg1cU_xC?%%xU|<w6(WdZOSSa#g~f`
zFeDpVa~f5dCDqs3ZFxl35Sc<<cw3U%oUiMyv3caZ!S>MwYjCpJ8<M-n#SVW>*FY7h
zd>W1nJw>M8;*P#D*7hy@L+}(DdU6hT3JSFXFu&H|EU|dX>;q*6XCAfe^lJ5mnHwU#
zG^0yuDvBmH6qCEk$?Y}(dbA6LR$9hZEK4^AHa7kty8lu?{149#HbpRK2`>+fOn3Xj
z9V0X5$yL|%a(8sC|L)Tpe98ZC|9@13{GWUyug_oqx4-@EZ~o4cM^EqHdwh5Q-u~@_
z+qdrCym|Zft%FAo-uv{EFW!Im!=0_0dpGtM<`$<z6SuZ+tS+uf>KoINQ;t!1{l;q-
z7(*UAM5>aZhkk!ZRYi9Ji(qe&AtMt;E{9V_Y-R#o=qt=FL0P^2Rh%y2kAnIVMvcN?
z@gM$p=zwvbL#-u<Ep8XQGeNEW!<S%r0k=PS>S&WTU(ueY(DV1OR@+r(9~3!;rCNIt
zmB%VezD$>G^&y<fweEc8fHDJJ*r`S0q&OiLaY|__FnepOo71w&E~gh=!oG$B!z9A!
zt<*RRtLTKSkJI;-g5F}>Lq^CRtZt?E!IIUWPnWc(NVJJ^OSV{_)kuWWn2GwzEhmz}
zS?X!tR10e2)piivrR>^Bc>7`}T9wEkhT<W4M`nk=#^S4jyxQ884`qnN2nP|U>0Kk0
zmOzExQ{2*>YxEcE2Z}mFm0C}J`#^zXwgwGmAFUdgZ*ff2xu(QJtIfUB5@wW5)@&gB
z7;E)Bs`fMyb#kiY7ITimkY#Wd^-YMqGmQgtas(JiF#(Gd5rsAssITxg<nY?bo9&UC
zEO<g%0I#7yt4u>(V0?C9Bc@Kd9yBmE#X>8_$a=@rhSeWYE^hbUd^EjzKeYGm;{6Zz
zo__M)XJ38_1L~va&j{ob%m4E0Uw%po>}y|q_Vv%6eev|8&!61?VCUe;jeAdSJ$U!_
z{-cc>4;EJU1M3GPdynUrcZLT?b@Lm6h0Vc@z2MgE;h9Ct{JLXuzH@4+GrDaHEo;{w
z^se4<&hOaPZ@F(h0-NB7?%I~_^-kaJoI7wZm|J?#!}1`bG)8aOUod9pC~LlJ9-IRQ
z(K5WGAivE9=<pI?F5v1Nq3zb0JHU0@79N;q4@{`9rFXj)9$8pXguij)^KlpvfE^H8
zk=sUa_b|SE%Mx>-i25O<7yF6qLbCQaI441UVSizlP2B<-rauhYfjdxyw+v(JtwW1S
z|GW&^=KwqD^KwMX(2_E^0{&Ocil5nAOn4r1a&TU*?#gnE)vyo&E6hD1Vk4E_nHiwd
zyQaxqQ}nhSGBDY#;Ie?68pizGFz_9E#_Aa|S_cRfL+mUC;m(Xq>nLdJ&UZ&x{Xn-g
zVQ`JEwzx*c1h?k)EPZ35;TeT*LOQnCGIO(I;jS%ut7BqAH_6m*O5PU|4@}lmHaD^&
zEE~f499n1|n5iG%P|e@5AdqJ6^axLfVpCqsZNuaZGtQeUTpw6&g@Q%?ik|nmdoKJp
zC{-lfaIr80dq%56>uN#f?HaoRwFY;o+LGI9<sWY*9Xf;4awH|ro_~QCs>wAbh78~w
zufh9*_l1oHr>i#twXdu{BI%!y(q7>R)*QC;l<Rs*2WDDaAxM=nUhR?9R<v$t)4*_(
zW-f!9?;{qxUtgJbhKe!p0+roEl}-9|tB*itk=a9SAMYFDwyx5OhGawwXe_FkNgUxg
zWfWbZO;V;KIGS4}i>py2D6M%d_WT-EVv{LD(_LWllqpQv?Oi1pDcOZraws&+JBM_^
z8p0RCxhku}IEq0d)yWgp=4`!#`D3A^C9AkPAti@=csx}&Nm&;_2$KIt@W{1UiuN3`
z@d&UMV^K+MLP14*a^}U;7f+nOMj;8SP)AOkBUevI>|}DrdAu5aM6E1Mp~(g*4|X0e
zh@=?;21kgUM+6nCj-=KZ7h)D2P8iRSv4?L@9Zz!BCG;VV6Ls6AqWD@_5=}$Yg=3e2
zRAoUAgN5!z#;oMrkg}w?cv-H*35*U_8eg*Ux$~if<FUOiK)nD~oFckU&)n<0OP@IT
zCiUNMpM2vqxCw52OQ@v8=ED1e%zxtTH&9<ZDei-QBNB!eN4$-Jrob6%P1SbgSv<vb
zPwRT}*)$h=BrC2^SH%1jsf>C|&b*M6aRJ%J1-X@;bBS#N5^G860&JH30-iGC05luI
zGBJ(Hp$l<IXY1t!<uw`gihP->z-SY-cht6<>&@K?yIW<lH`-ishgTMuQqJzO`DlgW
zGPmiNTJD<L=vmn6pI;rhbFlZrAN~nP(!ctPzx<28_}iaTPIyMOLhnxnHJWh@ANk!C
zRmS4=iJOx!@mMqvHzzb`@W9jC9r*?!^i|EM(K%cloNw_=)cdAnp@r7I(Q3rf;H20Y
ztn3L^_Tu`onH4AlbK##6^@S?kqm_db&7KMQz$AUgI_F58YqV-`M&_H*3{ELWmsBH*
zLZHh#QRSPhp4?W3iD#_0uihQ_C!Ph*l>h#TJN)8PKmRMhEBUv7`_u3I{(pG((F-Kj
zo!j^J_V#bz76jOx{exS3`&*m4D6zYD?;qT~w|8@YB0S^l>FeosjSP>toxLT6MHkPW
zedD!P-hA!VqeosRpU*|8cRaMbgh)Ls`qz)pj*aemshWh@;%nr+xV#2U;vZbEm-#LM
zD<P~mqO}+$az*gL_#YbVa5M>8;!uMf;cKZEx^VF%U<BuIQ*ge`6%?cM?SXouyGGSf
z%xR!PmqkgItUXI%q@^oU=LU0{S4KlneL^}XfK_qX<&=(Hh)X-CvXv{X#f5d(3u<GM
zbI#|MUv6yA*7sEui(^s?E)>?qt87KAy>sf_WXxu{Np8%jYfY21X9B>lXu2-ZrPr#H
z<;JY)rX-Agq3t3Wgy3aH14Xq7m9kU>Scj*q#hL|TLZnJic4UyHZ|yG9_m{HO-tH=<
z|FO}K(bSPc&776};$S7!DrR44|D4o0B{C0{%R4h=of$G)roxfk)|Y1;F7IMk8A5&4
z>U#5}?a2gD${MfLX%e-)dG@h#`)CDZ3?G}$OYJOe=^gowAu8`17{K+@BC**{LS}5O
zscQ&T#=l4L#I}auH!KAvT+w}7^iD@;rzNo5FnQZBLs<R3efhoKwWpr34OL))sJ3>V
ztkIg9f2s?2oL~)T&GSzi*sK{E?Y;ka|H0$^I|sYFH&^c-?7sN)>GMzDyZ>~1>*4s?
z{lVEA-7{P6Ku8}L*9RlI#ar&_o2HF-y{ivAGh5d1qG9*Z(A;|G@|JC8*|f6Tv#{N>
ze%G^pe_;Q`1YOJ<kNbAs_w79KE$mn~4|<mGbZ@`!XK609rDvyL`JrR&NzdFJ^UN&+
z%brs^`sthcv314#U77@qOjjARf+k?H#_f|J=x=HwjP~}4$J4A00jz!Mu5M&oM(g7I
z!_LT_z&j1yXdT&XfxiljB6OqO8DYC2-x@4t#g!cX%v}qOKePAD+@HNjSQFu01NG%(
z>PT(j%;4b+EeeVY_hxvBZp~&UXoGW&%q0=So~cHildkq$HXYDflQ${8X)yK|1y@@_
zTiWoB-Z?JfkNnn#ms-dK5~kv-h&JIMF}%ZoVlR>{NLRRyzn}e)2ECIy(G+x7Z-nr<
zj4!9Sij+Qjo>hYBy^h&iW>nVd!`}Iu*6B^d%!Yn2+~A*T99e9RY_>)B%m}mLIh7~e
zz%3(-@&Hl52=S^K&y;Lt&qVbJ+;8d<*c6z)MXLfYJ1iF-Lme3{TcEs)THZw!fC$Em
z!>cUwqH=Zq1$I4XmM>?));?U0aEjixPTerGiR=j0nfl5wolNdBYUVr>G=k|6REW2}
zh-`F43jt<iRUKF)+112v5ZhMS!TEau(^Yp!<c~HX`P^f59GW`^;iFb`k5F}|4z9F~
zZxFVx4=ku4w*ad*c}kdv23KT*voh8s9U~Q8!E$J>>^ycOy2d~Pig=nGedXr<%JTYz
zyo$K8y2R8h{Gao<MkzTL6^8tJb(*A=dY~jgF^&4Hx;Elo#X5H>C<fwTDoc^tT5NQd
zikp&~)M**H7cRuSeJBjh);Fhs5hE_eE*@-8U<mas8GL`16N!G|IA!KtMF}8RkW&1t
zoYJcxxd7(iUzLikW8ed(pqw!_{uIX1J7-DJVi^hDx@XTH$E`wQ<rH5jtc*j;HMZuc
zO!+Kt3YgO*h^fc%qe^Szt0c+!6`=UfF)k#jg%m+GrDRjw!$&-;%cxC66rzizLKGJs
z5&8#fi==(6oT?fDanRVFO2aIZGD?C_m89+wZ+Lpgj=z54^0D-st7Pfv^=7=tNRi|i
zTb$@Cp?Z=8$ydMf&gr*KlQBC7V+foOVc%B{jjz{{UV`OySd9dH3>k)F#-=1^#|ar{
zS!_(pJ&(;rLSCj#Lnl)|tuoWOlU@K<jgg`xrL;CFGye)hSP*CIkY0;FRaAbR$?4VW
zCqb(r3ophTKXXw?{>Q|hNzS-ZP?lIJ&eYrL#j*m0x>C|q(5NhK)z>OotC}?;jX`R*
zH@E8RTt1B_sP7+9k1n(>>|0jux>onRBN6jRr2E$0_22sK-}>p_{69ba+n@gAM?e17
zzx(%p^Jjnda~^pYcSrU1x@u`kr6iGXph%w5piU>T#>|whQn+fc_mzgM*3R5^M-G&U
zb^^vO7C`dJ-m{oVuMqhwPlR)mf<vNyzGIly@3P)dWq+7*BCeEC@J)=(;K(+)a@y@#
zv<`Lo3PHbmY0(O@##=@0k$+YiTxb}WtagvlN?99Ov+NxF|MK}i=hOMc-Ts$f0R-6J
z|NY<p<WK*cTHLLT-Me=VZr$47*}1v7xxK!zxxBnOKfkoIeRFGbXYc0iLv!q4Zf?2P
zJ<w_H>~r?@*d5JHioBehbEi&2-Qt4KV&M2PT94%=^kNGgut=su(Is3LuKX<Pg`ncX
zEidI3|0e*v4oxuOM$9hKVn+n5moU2&K8HH{YJAcK8VN@h483D=qqEZJEF*#l>QH4a
z5jXSBc3s+>2JDNsI682%ORwgX#}c-$Q)f!_rC3sl+2>=DPiGWe%_xekRpnMTrB%w4
zm_KHfUCA!H)M6<x^~2*zFBV^yv}H+fhP64gI#x&%Ma`+z^5l|+)VlT}0{oRtNj2*9
z>Xx*srquZKbDZdbJ-n8Dwxlj4E$=D=i-MZ#N;B&=z#GwEC6czpnx^ZmUByOkRZC|s
zr_2PfHIBjx-jlT%7<78}k^6<t8W`Hl7O}ag2^Q;;B^{|sM>gt9<0;a(^ZRD%Z6oE*
z$tvqmvBH{OCc9o(7lZMo>o4e;sO||>F|L~3?U>u^8C^2keJswG_6TWh0%o<tf^E_i
zT)_dTA|W$>r;~$n<YvdnnuhkJvDG%dcJhX%e^$gYAehjNkNSbYk8UV~Yf2_rZqS!&
z2pF<Pun{bvt5)8156-k$oYKH}=jenhJn0%5wV>0NH^*+>kIrqmBbyzwdmW2(6h7%8
ziR1~%y~E0tTdsxMw#^TEXKs-^*Ma2PdVg@|egF7O^XiW6)?@#@4@1+d9XCD*tUvBu
zyxVp2+0gPq*YZ8*&U?O<yWMn<h1aw!_ff<~BzqAS{ll(_ZL&`?j4xK|7VdTPIDPYy
z#RuIi=rQsWEGE3KJ!@o3M;$qPf28q|luTV0?sr1v>W@}OnLj@1K~SN-Ab>4AvXSy)
zCzM=07Yen_L&cWi(g6x>x6~`|_s$+rw{4>}d*KliOjaOu<mFHcNF%H*78`+6fdJ(J
zME5(H;*G4TKq$aVcVoYd*BSeY8?-4L{mB*vSMYYE1poN$6VxaEgy_P0@=U`eYq0x8
zNFYp0&x{b)4{vLcUOIPS|4jYRawCeu;w|r=6jt+SNig*nxF>4yo&5MklhXdF`kry2
z1ql~Ui0GrSZ*+_?cbIENdQI>$?pcQB<i1%MW5>vbKC)>TSyBa}vXP}`Zb$O*XoaxW
zMw@3+>Yavh!Day~jRq`7RuMhZb)IQ4h%J07p$<D#)9EkqOgH-Gl^A_UsqSDMi-Gpx
zN>^CSG<IU!FtXA%v2C;ms>!q?x(25e2rxrWS!CPfoyJ2$WQr&S3$1H?vpANGV30Aa
zjC~Me;@W#kT;rnt2;xfK8?JMQ8~9eF;!$Pnfr7pt#(xV5LrI={?<91Q7KD~FTm@Xk
zJH@uI!aX4!h$?zUYrL}x$C$)}QXQ*C&XLEncq$3rpm`7{G#)aQyK;><I#of*fas+Z
z)3jvdRmC;5XEWbt(2v{|tCK~|DeBH*ay2q-wp5j+(BxpbFcSn2K?I^JAYylq3rsL+
zYYM~w)Lm9#ES21tFgRDp5(Lcoi*M6{&AA(&EfrDdBMjH-lxbwWvI}FA(l4IBgtT}a
zrwHQ+HN!-K_t{g2+;}!Ci>u;=w>xn{SzUa7Ie{WTre`VTDXZhVT`R1N5rC-GS2K$*
zT}wTE=F+i*^z+c>uLw;;=eh8Fc_ctB&?;!KoRVvq1+;jxV|ayp6f9E`L?(AB+4bzA
z3rXozL!Knl1sRM-4k7Z=mABtHef0DNnt_j;cn3Jq5n-x$Tu@(v$0hV1y@u$DPq}pJ
z>`}goFA<!sQ*Yvlox5-x%j?*QH?CekMP`i4%gS%IFE7NL062zy#}*`lkSznWu|$=s
zw&oh0g=TkYyS;><8lNIFNlcEthO$}!Xlc2{SE;bf%tuuoPtCfNk$WvO?|MO5N|iWI
zswkBz%1m8KwN5N+uF`cVv?f`-ytq=7qt;0}ox1K`lij6vdQIK^?e^ZbzF_;vT-(rW
z!^$1k+?MC|{mtL}=5PM!$A9*p|MOq};rD*<^znz^`JHcn`<ws%r$7Da&wmuQ_O$Z*
zs#m6p6=`jjlE&6_NpnWCzEo=!b4Avc(xgq(+6#L84W^#*ZeP89kknQQU|4H^fu#=_
zMtOIYsjmn;zPT@_Cs@)Q5Nai%a`jE{4nT{X#1SZW4po?(g8H(8EFO`}th>e+I|I|&
z!AP@jT7ma9ve*RWY-~vxS+@QB5B?YT{NMNrAi#(V{_S7?6!I!T>Yc5f)z!7-rRDkg
zg@uL1<>i%)_05I(rG<s%+35WI{NmawGvS@3rS*x>w5NB#+2wF{JFVu<mKIe`cJ@0b
z-+AS$U;WB2{nD#n{R#_>Lh4IcZX|Cncvr#|!3RTE9nK$Lef5y1Do8Tammt7idG+NT
zxF>>(bxXb+^(932-#7vq?Bt1KDQPj@ajkz+3ziTlbbEJslP(*3oW?F#g;i2O$JtfV
z<f5v$0CPZ$zp4iIbgpI<U(PJPl3O0jrAU;RS#mYA<O=F5CGS!^ISNsFsVuWbNmoc}
zMMEOkRm)(FsjpIr)74oZQlyrOQ_3Xi;+D)Rd2&u!Oj7pwwBp$0!q~FLv|>?wR%uLT
z`L&|@)Qgmh#hyGoVZ4}Ac0H#w_Im2+N=0&utw`0GgY+`Gi<BlpWho813`eLQl_hkV
z3|Fz1CDx=#beSE#N|Uz~0Y>>FtCWs#9bgJgZ%$ipj*3$lZ*Ciz;gJg4SY=;S);Ck9
z>&?~m=QY`~>U3!hru2@XvaV32YpUKgS#KLEh29*9HV2}uz2Sytb9zrmDvWHVBy8lN
z0YFTQuTyymtiZ?t(Hm{?&MNyRSn5$s-PBLtg0ij$q(J&>VoyJJpZS`KmO~C|T_aTt
z@?co8B}ejSa6vY{jc=n1FY9Ml-E(Vx-<TmdWm>-JS>E@+h6-=#5kiai?MsikHa_Y_
z$q?;ko95>GgPTv>i}?8m_KkOYS0A}|KN{M8-y5D+O)Y9~zw6t7e`sNsB{<XCyS*%6
zZoSvPc-J0U)2u&oMQ`d?A36Mlx})-`8=5G_)P`#1F%9Xh{Sh$`DkA99x6GJbbOu3w
zfSt~fdSF`CM-XefgPb{&M`o<F1bSzrtUWG0vNJ&=bx)roM&HW&9+LLpxuOSV--2{<
zPe;sN)00gIpRVoshmM&8>+qTq=>?{P70CJfv_LxN@7qSVw2Y?%OO4(c>fRcALu~5F
zpjY|kh=R9JVnrmWcS73UQ%J36*HA5u2CB|1G#GJlL>hvDJxB8Z2{9PgwMaOe93COK
zb#^3)d?RK?*4rGTwQ6ggWuVeLSO)r@&PskGjOyUjbq-W?4OP0sr2DE+YlBf4H9ejg
zDR=NM%4TkxXK!_kt+tFVH{)LN%9FG8P0NSp6bu=M=9`#4pp%#H_icSJy!rmX>f_#(
zNA9JEJwPzn92~}g64VQhmWHH#Xj4aH0*WrMK%h%35W40XNDR6oHIU@--}<Me{B-(y
zTJ12e3cH3Y$y{+Jf+&JtN`l4MTVnQ<jVz(W3>rJ3sbtS2JB(@=5thL!VO%(hB~^>E
z@=P|^12rv{Jh?s{8x36=*)gIv`yfo>-L14zGej)k=C7uZiw(!#u&8TDV4^bd9GsKW
z;DGklyYiVoLRbZr<`wSD@vGQAR7XV3(3@`_EN0Y8N?&a$z&wZcfHj0w0zjUO6CKUv
zk_6r&8udlhM1$IM>nR7+q>?CTw&bwC!($UE(;%Z(H|3<|#o}U-{iZ%+Y_-EP(Pnbj
zq8XZWnMKu9RL7q_f1DJ>iBoT2j*)wR>(~+W$+-(BPh%sUJVFNkTGAQ(C|L9r(j=B5
zktGQ!7f>=tnqw!hjmXA+mD~lFx8Grh=~ZMN$S;*KAL#`&BctF_d<rX;7eT%wy(pE&
zPLZ|>*{zJCi+Eqq?@2~sxZ!uPV3?UFP{@cORn#R3d@vyo#ug+szpsH#g=P==)7Vo4
z1U07^KkyX%3UXQJFCXW{L39Z@u4AvCIQiC@i>G19(s|8OJ1&$?^1RSs!ox;-5v`~H
z==6Dk=E~(T00#FSF?N(x7*k6Ish6$^$bA8}f9V*LUq*`D$aNkw8=8nlJTalasq}Jr
zT}-(swo06!v4D;zXP(>GnkH7Hl3S|~Clps+&o8}RC(A9ZPOq%Xt(D{})YZ*ev8ugZ
zsjltlRCo61RP8doMP;z4&33K9s;ZR~YK$_M*JAC~+MGH^zsb_o-qI@7c8DieETQF=
zg`4gd-+21%@BIFM{>%UJJHPd<U-`zbKKtOs{>=y9{?@mD^&7wZ&l<^*no_hCDYZG`
zCU#V>wV8{<i+yvu6VV4z|5Tr{J&#UCnI_HJE9x6+vh~-RTxA+NeU8N@SDwvNY;+aT
zpx5oMGrIEKqatsl4%f>YslmeXM@7D<Xn0QAKi)98-aZhLbvRj0tO!iD@k4o#zw(>E
zvbYrt&2@y9%zfi^GdrgLA>#GFQCj@sTm3w*z+e68U;X$${`fC{@|WNL?jI4;!TXvB
zg=Z$GqO-Fr{I|R^C+Mz)>6zKN`NjE#rD$}1W@auLU07ULSz25j8wtByeVsPD!`Wl8
zSmd&%yxhFF>j0Ne@*eTZSAOZptFH<pNGcj%d!0d~u;Iw$5gGQ%Yr_2hwbywE0of&Z
zW!PMY_k8J|2`iI_7v`7<IRxC*tLL@mx*mTMp?b_NYJ+r+@`hHy@2YA@sFWlF#^F6P
zKJ7ejnEX4<DZP?gCI~R>udL#$*(I^HN_LTwh}@^<U%sAt_EN%`{JOL<X)3ira$Qz~
zCYw$3YSvz4$+EW0_%x8tXHxTG%BAe1W!0%N3TxtWDz4>KCFE7b6UwF2hw<fw*pmsF
z#Ktb4I{(%gfPu+pfLheGq|~*hs=M-AS&i(<#r|rw=V^NiScJsp()AWFj_mN3wz~>+
zD6XD-kt&HTDz+D!Ole9>HVq~=46Dgn+gNqaRGrCR*bywTjF;Kr8{ahfmXz+9`rfDn
z<d<(<VI3=ROxLJ-@~ok{{>7#?N0xo4#y{8ABcS`M)b<PuOr-HD?~H^vH{J!qxV{Kj
zB)Mx`%rQ~tD)LUtVFF-f1eU0ZR@0Kh5+!EE@H#cqCYlXL*IRIkI7m4sYDPCmT&u^n
zG%ipu%Zj<XmhrWA-$dKomUnKqZ}FBZy4N{($2xPzK7(XJac#FzV?<Tr;zKkN@B!1z
z4c#H#!U_|0WLdR%&$0fbe-T{#&5pV4j+I-sxf_tlO*_y0H$Dj>-lDgR8}B+NHrpaw
z+UXm5Fi==ARMkxH8D?+8xzcUYk-ghSvIrLlv;sf_CSp8Jyd&HjR{Thhd#2<hvd9j>
z)*z`B-qw)RVi%HIx<@K#Aj0p0+_m$`*y?*;wjD{kQL8;LE1tY*3a+Zz#oPMGw{YLF
z{H|NzPTcDRrb_!ZY<$r7^Y?7L6xd&UPd*MUHFpnJGibB<8Ff_?-wMn(GYg|U9Rb5C
zgxQN7S8nPrW+RUzxj^?CDB~{)f}HUpqp{wIFeauJ2YKwCXteq(Z9~W{CE<3xvzYXY
z)n7*BjPmaBE$|N1X4RSdFu_W@f|ckE@2rdwGt)Z9XeFD2GkXSXA6{zKCy`$C_KvPH
zmNoM-_J->D6rng*sH$(GcIrmQ>f`>^Cw=n=-7|Yka?P+|*WUFF&MMhMM7mFG6SLRy
zg{Va0WK3FtX)x6V%;Jf%Ix44e$+ysSDAa|t8}sy*&K#Yyn4p)jzf7i2({$(IM|Cr)
zj6%IIFnyl6)kz%~yq9KEPLm-^+f&p=)W=%^h=X%{vzPE>E?Xr0a(Pv!Z+0ym^m?Zn
zFyi_r<&Y(yNwBd(DRX;I9?OYlPbpbP>tHE%7JHyQL6O~u)+%w0v2ZHw4q`k?{n2K-
zzeXTej4~3fV*ZQ5#9lM@S1Am+mD0q*D!A@f(I=<Qyjf6wP1>4O)sR$Nb*;QUnN++~
zlcu)iaAHLmjLsvqHAmCM;$(hmeoR_H3~mf5vY~l(-?+*?AaCoeP#Ozm+AOImJ3jTo
z%e_CMR)?cHVaxC2JEWnGojQG-<T?I1dM~T+YG%Qea&eNjv-JF>6Ne&)L^|(}g7hMv
z!CUJu{i}b)6}Fq$7R)KSs?_Ew+H))FlMpK9bxB5NiOQ4-uYjbPOv4KcKt2gZ7O6J+
zA4z#ps~y9tW6X(EbY|Si?82+cw%n||%TT#6uP(>DP3{)_1?o%Mn$*&fUI|jZ9#`-z
ztxT6<PsPNYrndX^IeJQtAfL`(I>|ioo%0mS(Gx7N!rnSARDK^nNmHCq1&&LGxrf@k
za0S9DUwD)N*xRSxBBCFgcm~j!uy+~r_DfJ06IBEr{8fxc9w9#4xyvWOfIyMu3lGb|
z&lOQ=ly$ziDi%6xg_ui1xhScuHl<pUEomx|D$APGRm#?yW{srHDA#q!&32W0!0hZd
z*?SE74pnE5flE)n)zN2hdOFowX=78BrCVpQw_EHQyF=HemA9xG9WLwM{nfc0$NWwA
zuYZf~j;}Ax&3j$$NB15-`{0v<+mHX?+u!|-U;T}LmipqL+|}16QDm^7QBr-qUXeaJ
z*ZZ?0_1JvB!BMJn6gBI!+AMH%lR(1a5_76z?XR|Zt1Z1%-Tr#la6R#RXRwC2SC_A7
zV4|u&R6&>b*h&*%SQ>?l-Q^}nrDsIp4$6A`^&_(#Kl>3}39p#@#-u9;zW@HlUtIr}
ze+B;HFaF|(-~Z$9{_Y?A>3{mO|M#bV_ro9jr+arF&dn}FCL%M_Gt*O3GgC7&RPIIR
zqI2`1@WkX4w@r_S!b8E}&~R{idUkGZVQyiGPav>89&fk3%Wk)st!8n3eP(9Xg>&bS
zRbTz3f6WEc96ReJSoJM}VMmS-72|^3;)2`~6qgX%7xpCu4Tk0Q))C?MBX68I_Eu_o
zY<p)l4u5@1n$no36c%-p^Gk5)39rTyOywUhE8ZlpIL9P3%g#0Dq-FI9DY=5v#hMRq
zK5PTUB%Zz!e~PW`%W>}{WWljXDXNL9X-cVTq)9e5zbZC4?-IeStdf|NyvtXT&Lrnt
z!uKXBmREVbSd>s$o50|bX(Q=V)E5y261HSEQuD5)<TL2JF41JlIgWJX)@#yr#CiwH
z*g?~|iVb}w1nh;hPoT2hnMcJoJC!m+nnaU?+|s%VwC+M%u*&2GDOL=8o*p`9MC6&5
zb&b~;{e{+0nQkE8Hd^IjVQtqy?W1$5+BRP9idO3e@(jLW(@2FSRHJg`u?0V}szXx^
zMuE6ibp^}NA-Gk6#ir>Sy48oBB#;H%jVV*_EI=M$&V)8JI4!>U#>tx+!uIg_X&cu%
z3fVQl`|?H^fz@^ficJFmV5^3fWfM2F!8K}k^o#eqd{Jd^Q8Tij39TAwcN$)lhqu*G
zp++~`#<w)nw>z-Q2(d>Gtm{vE7n#%DYRAbL+tfmKLX8mQUbtrm78>0%EZ?_{t+Y(;
zwC_9{fB-+aXQW{{vcpugY59I9ar)KAJv@uCO%seMR_%bA&hB@xJ}|sY6pFmJ92<lZ
zB~nJ78L_FqkR3q!I!X9w9K{_2<rZHVM{1e`vG3SV<V)D7VkE>WVrWMVbCt2$;-hY!
z-TG7S%DXOJ6J}~KKgYLpOw$;i9?spgksIwSgs#3PU@Pcy+I%`Rf6uY_uqS%gw(@TO
z>U#r=4|@f1>ng^#;V6$iMGTCrm$o~f)mn9D9(uqt1=2(Wqjhv$=bKZZnbBj+3h|MU
zVGJ4ZYLM$TVI0}c-K>E!--5~+Y6QV#^%1bILuB>~%>`<rUwz?5>md27N}^?g`!p#9
zljRz#A=HHJ#tHyh4s3;QR^C4WLtZ*XWzw#Jmy72`eIX49q|0XZ&2x8IWawT3k-Bdk
zoNZb-0FL3AKX3vc>lv+Zjl+Bp56()57nOkpfO5^KdYwBDBb4!U?^LaS394{y?-c4+
z>y2_F?0QvTk@$U!Ww2V`Tg-r!CTpB10$^+q1Qvjz7*y6Gn)ooml&0KPdzqv)y_Erz
zy9DXgJzQ&a6K)Z61!QY@(=<SvcAyeV*)iNWvSjHQqnW5u-&?5d$%Ra16jogdz|Lb5
zYU~A`31$C8lXtSo6Op^d<OWwcw^QcGg%=zz(IzNf!7F1C23VigQ9{8Dcuxj@EGiPs
zLW7}ID#VFE<BO^YLFJ28X${&`PHp%mE#_<<v%y(OAJEy$CvwZK8GEWdVP#;py>Gm=
zPMI!IqkPiAe*vSomUNyf#+Zb&gq=>EIgaRh`y@mx-riorK0=D%3z67Q&%KNq;fG3^
zGZATErkNR#^&;}hJ=stqH}%RZU-{}QUpevi(XV{vUz1eND~=U4rXoVrrV@u=VsI4O
z2C4|u5h7BVSqdnSX)=(Mj6|suV!+3El;I;dh$PN26W+-wij^ud>l#wylFlIKU_{Ug
z1b)9lOi5*;!jR7TA@nUctGtn3OT{ibL(b|jCr@3GFoI+%$}%G*+Gr<Cyc35hdM1oV
zkH3LAMkjbI2-Yhn5>wB?mw<JT>m~e%3&)Ux*l~DVydh)0k?LoMF)8ajVJ*}b4;bln
z`T8jq0r)IwG}Z^wIrFW&ULi^;t4XVt<cQ^kjm?!!>be$9Lz7CZP}i%pT&Zi*$qiO@
z2WrZtceqW?ev6~mVsn_fT-M$}r`=`l?(OX9vvs>I)~<H3q)caMF<Z3l`sTiV$3!Ib
z@yDNj?|XmzfB)eR)^Cjj=adKUM<=I-oSn8&-|(l;UcCSCy?b{a|K4x^?jQXAcmKKS
zYclE+HDuw`)ix$6+Zhh3ULN;frrI|iELhwU=8p<}8YP>$uG}7f`Cvqfh%!0L4c#S1
zM`@Q=)IA_}4T-&>hQOo(n=3f24lOc<X!C}oCP!HfC|5<gqAf>nFYOb!tmQpJis`i=
zKZwFs3WL_}kNnGvjbHr4|M?a8$&dc*`+x9<zxs_|`_?yq_pko^um0qZe@p@QM^B#<
zwhxEH<6~o3U9+=-78?(RCL)o@WMn)vK8*Sb4o^)_M<yr36B84YlM{SyG7=7lCa0$Y
z!$a=Ae!Jan(CgdU)U`F$nVH!a&tD+)g=fxa^7U6=Id<g8+ixPY-e6@Cn~RSp-r|pM
z3TC`e^@#3zQ`n{?OZNKfXHK8UDPX-ioyD96b#`4-c5?b<0DZC72`#V!b2%yPQf|@p
z8fjXMG)2;!O%Q^0AwFV8T}?QhlyxPu@LEE~1+HI-JH=U8Yyza3D;V7%7R$tmHFCBE
zGizHifhE>9;f5sx{3)nONY1@{G4^eIunGyDSZawlzOXiq_y<L1*Hh0GRK;Z#U*RDk
z_EPh&mPj)y<>{!eCUXv*L?Ts6Yj-{)MM6_-I0_)mKs9?(%vN~Yr=0}ri7l$?rUcsJ
z;0S44h0Gi&)b8aFJTI?ng<O$f@t1ao>Wu>>mS9<PcecS-<eHYa$iuA4yF$h0V4;7l
z$vRqQ9W9p_Q*=Y+mT--6u%ykAhe{b*klXxaWT63Jv1-RI*wk)2cysTxgqas5#T-FG
zP&aopjLdo`Yw*5?mYX0mV0jI%wZbc4Uw|ScrjWq0dM9hU$I83L%Z#1^<P#Wnss?Gy
zfxiS;3@3zs8K?sOIqCGC&_75-jc?mGSu;3SH?yxp{$Vjur?|`t;hr%-nesAKn7C@K
zcx&SuEpvAa3kPN%%-ANGr5byn)D|cWERZvY)2>;5&`n4z!V1!po|SjK^Y>k$ZGB)-
zF?Z16ov!oE0Ws?sT2$jKVJbpTwfKd&HJhY@-Q<H*P+rpnbW!jjc^&wP#MqimS&f=h
z_Cw8Hej_6Ix->j8g&bHA(QUo*u7lAk^DNd6@sTEOm<UsithK`6MWzzgitK8DsS26)
zeLD&b;<|vi-=IFgzWlg<>Q+~WrwSH<#ajhbN@dAbcF?ns4d;Y3*Xk4M4s8@ZuD$D}
zmvHUL!0Hpv+(8%ddw!hW$&OwfMh&i)eW(gIFTABA)&(k`9#R!%i#@lWt)&?W418d5
zjMAWn2A9+X)G4DJ04z3A%ka)MR?C>rJ0&B8)-x)0jxl6Zjx4ocf<e#%M9*|Mvcqpp
zhc}3d8(MB2+rS+)&))82DyOyy+beE{&cl^cw>x+-nI}?p)H7CX9w_dM)UhPuooyu9
z?hK0u=4AebM&wq1wB8e~_b;~u@z$oqhxAmGVGXG*MvBY<iRcSB)@d0a2xkbNs;bG5
zfl}(|FE{m8%5(+nu!xjNY;N-J#Xr~DKhbFFFM;<JSZL<X-dQ=XiFE*Yc$*_AwGN6p
zJk@||EuK;$WX_R>jy|-|bp~e!7ZXfryMxvHYNM;7NuSr=U21ff8+yxGrRf?Lb&u2n
z9OfS;K#3}OQe7K4gj8u;rbv;bwiZd%*^o$C?&BSUU}uFSwXiyc%|s%gN@ETKM`LfX
zmR`vI8cV;3lQ{MkWtwcYsnF0}JrHSa?m$cyiWDhwU5?U_Pc))blu}ZYLY(Z(d87-~
zxNp95>iGF9ry(#fm}Ah!jvgC%Oa{>>*AmY*Y4Xu#oRJcF1=)j}bd>Ybqer-o03#!d
z9>W2n>lXVcCG&h!Tb{*TZ6By*GUbglIfM0`-fBZnX`7``tV~Dbye!~mp#X19n6A>n
z4SDt2+v27Sr6#Xlo}Q9<fkj9H@TkN~S5FddZ!xCTG{u2Gt!qx8Q=5Km81=8c@d^<y
zv=dT|-73=Zn0QPW@y%ZLXybt4Q{m<j?&9`~Y#^qcBUDBr3k`;##WBPF;yy@06c<>2
zel(AVF(_&f<w?I1XVcdbDX%=s3zD95IVF>K`1pd-<O)%)sG&&OR4$cQwX`(~a!Vsq
zsHA+<nbZce=J3*{HMHnDTD#rWZda$Xzni3t$LI3;`}`xmq48n=sIRN1)8VrB_S;>q
z4wXux)hK-f{d+g|{>?A{+wXk)dw=x(Kl%EX-?*{28C`Xa%*l2h4vvOgeGcdN(AYPB
z?YAEtJbL%x2Y>QMfBeHg`r$uUeQ^l3IO^GKm9=Ixs#8_QirMYim&fJ({l)NNu(MCx
z-c_h~<aG^J4us^vnf9ScBkXIJPc;%T2Evv=q)TIJ=n1w@uUT$=GL7%CxY)JvATqt`
z?Qm4udh5&%5pr5>DDLq~{8I`?prXAir`soW54SjclGz>iyPx0upOwHbZuysg1%CV|
zKl+b9_~Cbc?>irT@X33RKK$mdfAfcb_`@Im;7|VG_rLe$=U-o0TAiJqnLJcnW8-6?
z(D-<0bUZW`92pJ_1tubsGqcf&$p~U>n45-%LZOk_Swz`PI6M&?2?hfGzCM?`*X`)(
zF`0~VxuQ-a&dA8Rc;OOll5dds`s!CO)Q`RK`pKhjzVp^wC*F9Av!z2TOwe72bc;7m
z9Y1>E;;Fi(yeesGNlj9jD1|K>fo<{T8y7B~z7lip+=WxI*U!f#oVy%zvPPO-B}oI4
zgCWoEQhF{Bn5zkC=QDCCY~`#C+x!%1ip;#2<cy2FS8%$AV_&Bb&Qg`;f(C5{b4+Pl
zMs-t4sW>S$?=nJ5Y042PlS$rIG*C_ymq+hyV+xIIHL@g{$T%Iw7R#-;mR%ZK-<DI}
zkW{bDP<7`kJF`s#rBEiULkt=7h^9bff^?*^<U*U|yq@Drqb^gVOa*n$_(^3iFbz~#
z0+mp|?7<pBVyXG(%NwpMI<i$=`Q|{i&Qsj%%(aZyI%gX@M=SknGHbBJw=DOq$~(u(
z6!t8oBiAu0rkP0P$o9-ipiq*}8Jtxhz#Jo0jIqYo$VX8#Ekt4fG`YgHD8s-?Gqw-D
zR`+-nn1b<5l|XLaY#Cf`G<XZ!`wE>C_2>$MTi&^bsoRF$sYbOuk4%w&sUb)W(|jY7
zGKfsn5#m9C*5o6Z@V*%#5#$&{t>yNNRrHLPk8LT#LRGYGQrIzU>YEjJ43zm7@Z2Df
zBMVW9?9EAm@LPRQIEoGhVMAb{9ya^LwiYhvq|h8>ABZ-hQqTjDn+9N>UBl%Z;s>Kl
z(3*sFH?4nDb)A7SM@VSf#DFsP7IqI;umQ)h-ry<(e`*iV5-29ZEx^nJB2ZDy9RhI|
zJle=clXt$Rf4(}nAsAwo!BVj8uCO$))Qo9HB>`9oWSC{J3|DRbpwm0mNXQC{41bJ`
zMWo&24IP8OMR=<BoNO#Mwr60)P>);D5D(y&X&0ltbtZ0mmbp82`VbfI^^C1)!du4a
zJu5I$o}H$<SY>4{S=Zc=gAWEE*FV=ZFrz?^xx=u_Op$E^VR+YAwQ~&ZQ9<qt<X3p3
z%{SW+6pSn;iS@o{b8kq(g??dr<QaE5Anntr7;Xs6we*IW#MNSXp}v^?P2IF$f-$v(
z4#87^64pIdM{pgEmJsZRcQ?~8veAkqi@Y3!-!)Tb=qm=9LM=F_5(p|@1R97&)>H%Y
z_4Jh^;HU4{gKNwv<v5TOd$pKznFg|tX&<WX^w($|`MkD(&KNTCJA#<OiAh6SMwKj?
z0wBm*c$j?F9;odcs5JH#xkI(2<2rr(73CbE-8Clb=&#Z`irehPrat~z6|~v%y8?CH
z0g2jDST2r((#bj`^Gb<2P3J5%d#VT+D2&;yorQp9INuTUcA%<zxP~(knSn){SkzaE
zB(A=ds%4zFGIL*LOGja;C?P%na#H4nwEU~rpfRMLhO%DS097xAG=8fspWW(4O^&oJ
z2Ua<;u_i5`%UXpV^R1{<oLE*LuQcSE-Q^Ya3DEDe3a+A*E?ho&`rOHPPMtV?mh{(2
zx(+W~W$q@>sFE`-T)KLK#8iH1d~s#cq0J>gd0uXhlM^Gu!Tb>cMtqhuEp8Z}0x4fB
zO|kXWVvMi`Zu8XQfXN8KN)mHQ=!k^tb?%V3^#-~K0)J*<Omzc@jLSf=;*w9-G^DiX
z3L2WT7(u3GU%GhZr9JglV%nL8)}$IanEhBuE1lPu*)${=_Qp|m8`;4;dgb~V28blt
z@V;=m4y6~#uA{6j3RT)yPH-I+$JPMkhotm#>?b0kaNZK}+~Q9mI2kyS_NRj>BljZW
zleBzR!DY57dDG6wkIgGd$SX-ItIn(t<<-k7WJ-~|S=`blQ)%RC;i70(%i7wNI-?-E
zj8?6^$AX~h?6&mub~)U3hr7$+>KX`m0;B%n@!^4hw{O5@wRO1qoSp$ZFQd_@wOWlX
zr`_#zvitvyuhE6}>rbD2xV66R^9*WLtqw=W!lrj@zIpXl&+_JQV89cdihlFgzjf!v
z-4`Ey`lCPo;ZJ__lm7+v<r-47+X|bs>2<OsnL4}ErRKQr3wHU#cAK|Bu1#-h&!AMu
z6=>PHzwqg&pZ@%?hlP#E+*-ixYtna?$kZ8*fjaMay^z%(sx&wY9sXL+c*D$=>t9}G
z{NgA6qp!dZzW4p_fA@Re{?_k(?el;0+4HYIxbtxT#vKawzVo}k|AX)U;P=1%2cLiX
zwfhGTR#sN0Ca1>7M@C17#>N>t`iD?o6Ns$v=-BA+NRV;l$mq!2{7ewd74VOajxeO0
zot+*ZAH^6O9Sx$^`uh6pHoL`Y@940oT2!K1QBi(g?A5Dh-Z^>Vtv8MWlsL?TF>O5l
z<{NLn^%hnb#@E?X$1<|7NmY4eqQv5=r1act@ktkxQm&+?#a_8`Hs<QZ|Bt=*4sJX#
z?0f%wvig<1-P_)GS(d%`0-_O(=p7(>CrA(=NPxZfUbgq$+v}$*x_;KFSc+sTQer!P
zj-0qCaU3V}W?qt+crx?e=ePI%@Egx$6z6%O=g|$cB9|Z*073k|zi&N#`uNeKhYlV3
z#+9-&m9-bTx~q+jj)t~^>iP>}WmSi?w7#W)H$9m43k65Zs?XtDXzsXjzTg<yWTwz+
z=&q?bgVsR1HOI#eWg*LtEJCVmRiquggB^H09Eny_sJTU6*rqCJrmaPDrA2bd=&9A%
zYwR&;gSfC!e7QqK(^rwUx6vGF@n+lnBdvj4du+0kT}anJeIMN{bE;5Q?CI~Ij0+gX
zFq|da!tNx~y<E&e{9w(LjCrx342hh5tuj*ywfQnjg)!V5ol<4ib(&y}CDj(0=}s=G
zvRnGWRb_Tdom%S#eL;&kQw{wK3YLue=H&hJ-6&A_oRL038f5bc=8tZgKuWYHaSWxX
zlLI|M=fu7(y`u3BwK7b}1d=eWw5D0O+q?Y8n_iVF?IkqOPF=MN6ws^^5)7wPY(f&7
zl+YwVnK_9z=q6Z~@m(}QD^4VsF`!p!QNH~~dg(!g9t>xH9r{#ax--2hNz8RbraJl-
zM1fo@$MJ>hj@7%pi#IUL8`JZo0;O4y+fsKNV7Wz$6oe02p&qUYRKvl2XjQ{QAj-#B
zk^lu46(bv{W>&TZM>mB|b&T%Z8PA~L_jV^S4vC1)tvv7(NF?1hvaHLmV#T*GUNg2~
zp4<`Y5jd=4#!gPF!2qlq%-y!9mL-F$Xsmj$*4U1f!Zg4t&LUS|1ClXaQh*JtN3>oL
zX~chyS&N?4nFA+|_o;pR(j6aT&{O+9Fc`)v9A64^xpxo)o}7Bs`CFm!Z5MJO#i398
zsf?gCz|zbCsfSPw7`aMqmjX1%xd1vf=#h8M^nB0sRp<19i+CXDYv<*`slDFtun2b(
z*}CA+7q0tmD6bHej2RH7d}PJoPBa@lHPO5r1HZ4oH9Aa3kOGT4awMEs|FkBOlhTU<
zY9*IJMFycu1X<#WxV+d5g4v@-3v(A#A)tL=UNv_!1fXK26b%vS91u=92K*;y6L5@l
z%8l;m$M^N4J7|vJG=tDrJgp25O9bFFr^4~YFO(<MPUbf;sWAC#%z+wbyb(W`XP}My
z6G(SqutyG7+sm!tMw71=`VJK}I3$YZWypp7GwQ@t4@#vufQ(zyKiwlFW&Cvjp}~2b
zf3T~^QA=$pT3aY1O3yMwtR{Amno;A<!dIqoRydO_@ktpzG{%OqOJ;79*+-SLyrJs?
zCp+!x0+p?dJ0KKF^mV|BYwYz{zF9DA6kTqY7myKXlNWX<N*Y9k-IgkYzrh^D*;Pl&
zy3XEU>}`fTSKFXf>o7A&wWVfny?;Q&6eET%xxT6f6jyrc+@<3e3s0WAbo5F&rJyI+
zmxSjjtv+2`cJiCgeC6DQ!=3U99ADV$zw+fT3+U?`Z1H>@?u!fX3(5=JMaYR(2R!X9
zorSJYi=PFh1b=qg1Fe9l7ms}t?hdMow>u172!e=-^m<XnP~CJv=V)w~6!9r<fGT5!
z#nWi+ZEA<@uRg<DC0rj@rZ|hpWV`$_1~9d)L}4thZafQf1@NP<9z)j&CWH<@0}BWG
zf&l~CVaP|^q<)9*#bbsLiNZ*RlvXP))s5%sTP`&)CN8>E*>DC(hF1iIk^9rsS<o!H
z(kZW&svA_gPOVX<=n-r5GT@fkt}|MCxY%7Lo73R-+B|+oFzf|Kg`$3cs5jadiYCM9
zk@WD`@KA0jo6F|MbGh-6p^*$gYjCKa1CGn%@c4WEfnJBh;`O;>u}~r&;qdj^Yj1w|
z!RH@+`@8SF@&4xO)?jilndnca(r&vg5ef}wliSyGEBpTStC5479Otroo4ddJ!=K(d
zxc%7&pZ>eQ_>2GYUw+lHufKipjScI(iB^lZN@uT<Yso*>^_ZGv>dII~=j)SD!K$%T
z>uilP>)F5kUBBYT@4x^4@?I)Ep>qTpJ;Wz-VzwX!OJt^fU_$OqHv5xp=}FVCcx%78
z+CS(s0DAwofBtX&<sbdxcfR-I-~RY>ApN7ekM7>M4-EV8-EaTikAL@%|L7P0{Aa)a
z{m*~!&Rg$3y#H`>bA5JZa(p~DKAz9#b93`E`O*B`!u-tK?A*fK=GMma?9}Ys?C#zH
z!O7XVX_U#ysj=aap|SDN$;k<>JUlX-%jc5Gex%7{G7$=gygrZKpc9M5l@;X|&YeH@
z;t@D?-dr&4KlhEVz3}`urAmbIn#PWThPJ}0y33{ImyRBN;moO{<s}8@&j{AC=bruM
z<sulhqZHs**B3XmmXz0=uWK$WuRY(^b)~-LGVgDY-q;l`796`&c)YRg3KD>DR!DtK
zDc#P;CE5x$ACVQ{C>pvh%8X^0=c&)a7D5=UH`Qqjw6NobZ=YiPwr=4~n6R_fS=&1x
zYm*D7!y*m9tWajI>~YsPk`0z<wQr=wlWB7F*Ey55o>U{X04!Ov`Rj<b7`>SM%N3R~
z-sF*8B)VdIwB4VUD9mMS_1a=B@Me~1z0!_>zsekG4(4V3^GaJ^gFDlz4OIJ>C7Kc?
z<|SPE7RABIc5|YEB_m^~CONA}FO#@e<1+^carh(aM@Z05d2B`m?FLgs9xyqH_##B-
zAinx$rL>}%gEcyL6>cK*qlJ6DwBL^(=vWoEgsb~tLKal?drux%=5AW^n>{4j(CG#j
zm9$O)z)&q=ipKYKeX}A46R9NSC_H)9wf^z|)^z%^P*i)|W!|BdrH8KhJC2bp_1Laq
z;f8Z!!#Kb1T)iEhIdD_rL>mALO?c7Mi}KV0{r_Sw_O0oz(QVDZJY}=$;SCKgBa#c)
z{+A!R10&R?wXZ&mtUc<Rzv)AyLr%5FD2?YX89CshCobRju00Cxy*W6&Z==s@Y~4J$
z>z>$lfoB$PVl9KqG9Y5oYykRFS<B#O=I^+&8!Cje?N{Pkuf+K(yE)cKoj23gHw6Ze
za!p^VjU*roi3_*ftU?QZ{(Z;Nod{K{D+CPpd#4ZlSKrDL>x+*;QVB)(^S4}lX?(|#
z+pyD94FNSUtHzNI6erZ5p4Sb|(@kNgE-X4GclEdT0>v{OfRo6G1Zc+(k^4L_trkXh
zW;9z*7_bfx)91FRMM1-w8_kJ%Ek$#(%%TpnI%z3pL`FAl$thKC)sz^O;X?m{5JQ3-
zWQ2N*(*X&~%iw3A7b(J#b@S*pc6u{Q0lD=a`b%+zK}hnN!S=>$U}Dd+`O3)Ho)e=K
zqezH=n5Kvs+9Gw-IBdU~K@=X|&;yb)%RPwK7~rwMf%gDW06A}}4MGn{jH(#Q%iIH<
zGE<Q=QBMm83?w^`JSPA-z!(e8B#}u<q8jrA(uwLBK)CFpD9jRUq#TBVN?xw+M3cr=
z>Wnq=H1hI>SeEKa*$31)YXXCvIKFViW#)DHH4AW5tYsXqgz`QAaJvhjl9CL~TcFOI
z{p~%T>YDbm&C&~UbBWwkf+awvr|q)}EC-Y#wnI?^f*pH{ay+6q6S{<E2I^QLz1hC$
zQeUCLNvr{G;n-=D>8Yu?0yj<;PiwCUrlhP3p{8{y%cPphHfgCuQzJCkSJC-!_9A`w
zB|;kUVj<$-k<;gnN;S2`WoO~IfL>fMcj2|Cafe{ip~KG$DRFuczs{F`3&!c(#UoNp
zMJO%vBw3<q#BKrCBvhV0Z81f}JbmuS^M~=kKLe>%S$F2?{P$%xk8n?s6=FF^p)0rh
z8+G<3?ikz@=nGAd8{rlJPNX#{0+s5DY{9CA_OqDNNUGEA_`)$Ey@>CNC;=WY{+^mI
zpcfB>3JY{bTw7TBQ5%sI*~qSLJWUG(U=NxLw|{NxrMi}ac1dNMxKgQW*BB)xhsNnO
z*<5;?%Ve?XEq1-#WpVb}1K~h49*M*Qfw0>bbo)adf5;mQ`v*}~z)8cI%*fF2=x}ag
zG(RyqG?E=irv@{rzW%;&G-R_`91gR~ZSe|#%@>J=$HvDGu3l#p?URo`d-q%4zI*H5
z;>=Pa81*__9=F@u>q_+}htp}V(-{v2hli5;H^*mJ-D~^trPXXcJ9w~j^~XQ>$-|ou
zfA-^_{)fN%cYhD!>x-j#ASrf)Y7LGGy}d^7XfV2(b@qCdp<HdMvU)q5e$n8_|H~@>
zKZF5LFmJ!SG_~gOCK$A8w1;a#L#>H1Noqny2SswMD><fEydM7_y3OBQ`5)pL`0IcB
z*MIgWfBuVq@h3n2o!|THqwl=_(rd3gd~)aJz1LoO<Ndeadwl<;hxZ?|sr-}Q`7!F`
zKl`WuoXO<ZUw!??)$1E;>r3-<GgAnRW7xfrBWLEOw|93Imlp8i-?(*qX?100Zf13D
zd1GS*#%ywG0?+>R^b`svT-oUOIQFoS-0;Xqb|{-p4-KZ$1JQWY?dG(@qE;)Ko14o@
zuADi2>d+zdK}hc_EnOwm4HpS$Gu+M2kuZKl6aLelv13PGIB^2DOz@^2I`sU>(=T2s
zI7P`!eQQyRh)V&dftQL;65qy(aIx@2W&I^i?&wLzRDc1M584%1^qwZ2y8(rwQ&rfh
zDxzUEFeD0(z{coZ1MPZm9YtO&Dz+&K7@3tDtE9S0&T#eaTCwH|1v{*d$r!mdmT0|L
z$VymvwD&cz#~m3Lsh#CA(-lTfc+V%cM!d@!ZbmS&1Zwo23TvpAIvw29u6Qfh41EMe
zQeiDsyDMyoCbg?t<*b%lDuOw2?_i55T%&fE`Eso^Q2Fz1fqZ*%NgkQ%G{@=*T6R0i
zTx<o-$cNVrG>0c=x*>cfwyZdu(Q)v53r6%CR9PB>*%oiA2@g+VN{mit4pp;@)SGM>
zm}TD?`b)KV*F)J?Fozmj;z%^YfZ5{p69*<5S<xKX&52KnXqTeH0ZC3EzOI``_w<9y
zau=(w`HuNJJ}yi5B6zvyZrSP2AKi5TrSe;9oL$)R=Wn~=G_n+gF6fu82Z!eLS*%TS
zDhd^QldVuOSkQ-sDg(A@+AN{Ufq4<C7M>zfoc2WR@RlmOuJRAJCZ^d=!WO0F=*+qk
z$8lUzuurS^ya<{ABq+Y8b|(MMEAb5Vr1QG54F{t$*o2Z3av&KV^++C@S*O8M4gbkX
zCVd6DO&wkF*qL~`)*pv<-{^;Aqa7VF4wRCb6^Jrs1+a3lFi58sZC8L3!VYj>G~BM-
z3oqRfltd&^0Q}IhhPsB)EsE~x-nR|TsUdTQzy^Y;NrY+!9m+-nP9)?x$R$WThPDCW
z&V+yyT!}WoAtmtnbu(<0Z%{<mFTa8H-GG#gtjwN~@a{UL_9Z3J5q3s8;(6NMy1;lm
zGq~KN%uY>qqe8~=$Zc{wQAn1Fai!8spLqo_Ngh{nQo;8UQh2%;?quZwC=2!*n30oR
zoxS0vmkjq850e)IrY|5L-4VR5Ft%Y!W5o#tbKy?7e@?@ODO1!iis{83o^#L_7>vfV
zryJrxGI9Sb4QA|$f?eZ4(2;e+)B!&%9AceFncPE(R_N=C<m92O%p73tTIxtZX11f~
z8NH2|0oYuI84ILZ%)ZJ%hDRz!yQI^D^B1+Pilvpvuq-|fq_mB!+4JkRp(O*rj9oBW
zte$ZSovYdwXzCx+#Bv({P`Aoa#U@3E`f^+MC1hf`k$?RHu1><33Ug(L@=AxYjI1Jf
zi8;t-aRH?e<Ra_a*|RQa6kVinUVvVPa{9q&{3FT-PSaScyLA<&-X^T7{s9@#tE}ow
zL)+z=#`7&*MJRD3`{27UHKDbgyL=SmeO+@wx3>P|nZsW+O8~z>U%&NRU*gj*E}WQx
zyI`LXA92x=PejeMc-rGxwJp$cx%l`~i@u-((r${Qj4d|M5nL8%iVo7^vJ(yMmsFM-
zg|WI-QjA1M|0-gi$=#%Nv`}8k87@t*oU4A};39NMsRi5@m8Z@~9f$HmM~J3>?d16v
z&ljHnabcas0QLn2gBGLc^{IIbZ|w`0ijIJ|XiSClYwj#WNUd+-t++z2Y3uIkQfkF|
zi^6ErI6Nl1+X#yljt70AUVqpVjQB&bfH&Cd3-$uELXn^^;PC}|V||fWG8&GDBXMZ2
zU@AR0lFtuuGM~@&5BA5CPowwYkU!uxTTMM$t<`FEyIs*}B%R4%hI#Pd(HEn$j~+Z)
z152eccB4ft>$d3iE{nx!Hn|<Pkk6Cu@6V-&B3^$o93B}Nxb<jxX4SjA8=qUq3=L*p
zd-CSzpM3Yh&4<7EqhI{j|N3A5-bdu&iQdSdIyNMAhg)pkCbPT2>TPs|+HBr-S5P`I
z;{EKi&;H&w&NuSypZwsB^&6w%jK<g3nVDASmJIAXPOaNUm$XUz3`>@+t^Z!X{r}9r
z{+sXp6`z4${_>aq`WOHD_kZ?>pMUnf?|t_9r|*CC`b)3w?;PB}`{127-+udzckbSP
zxV^Evy10J##@%<{dglk9fA43%`%i!Py&r!1(P!U!{jCRg@9*#KE-oy9zmOM~mlwy!
z^4RaEW^swlz=;u?%tHm|N7gsj4z3;S?(eOvtqDZg;yk{6<jC<!{+FAap5TK)PFvE0
z5Ml#^{i(qLesLn<u-DgXFl#l2Zjr31Q_@&mN@)4$;X}`U?aN=LC5+|@AuP!h_;b%3
zIsEM57oL6oxo2Ns|LFN=4<C81@XD#0h6_@4DQ1JB($gnS9zOKKGnKWMs_M>PDL-j&
zH{jM#TPv-h7T&QrT}4R*O<_AR_-j!pcr%ZVNvK6d2jqQNW)zI~7pYLb{9=cqOscD*
zT$(y-3KiKCsp~kev{xu>WnJ1rE+Sn?H|j~OfwZGBRBH~`+W9!ufwh?V5_`A_jUbrr
zFnB67&QiitDoYth99-GN;xx`0Q=mcTts%guc2<dXC2h(gy}#BNsPblL%Wv`LTaA(G
zE<=%XunDhzdZot{u2Xxf^x+y)yf!=`icZL49Bs#C<J*qetCYa|DXRx&a42MVX7LuY
zdX}LTU1nKJTV`Om4G$RGh4Be8dNKf8INJ`Ug1?GQiCz7Tu?aCgc3-v?@H4O|rwKN*
z%+XU|z_3EiUUQ>Z;lf&d66#-+A%Nz=7<-nP8^i<QouZUo&{MJZ=D^H#GZYpzT=><o
zC*{}msVP-IJpdCbL=$h4qJASdp|`JvN$A;YHY%+sfaTB+4P}efSRysHSRK&IKhly~
zlzP+b>Bt!eC!FYr6Gkibrka@<TDt9{=aZBlmiy^_3sv)gA2^)JJyR?%c1Bu;=5)lj
z`$i#x7zC67`A8zr6zWGDoCX(3@SHPK$jy@a4CSe$V2SDJ3i*K<eJzj`@ztffzWkQO
zlj=k)PR=L<`e;qNaLYG;%Qto4qQOG|bt7Vo;%q(&quAGb!5G}J{%IAJUr2%Dn+~8L
zlcNStz1mhy8z=A>Pd<)xf~cS@TcicYxF;#(0iE$?AxGKY0Ys0C0Mb<SB%socZ3ESC
zg%NVpCC3$0n~srrQ+m1wyS33%&zd}V9z+Lyg!BxA1NFhM^-ZgsXdl5wUiL;`LwrKe
zE4e4BnI0PTQJGO%a~sTI(~Ln0MmMr4dswKhqdNv_C3vYIGE&z-{d<SvG7pni7n9%c
zS8Oa|P8(V_Aur;s0x^;Zz@TM|G%-~}867S-tY7H`{ltztF`*e+vNBG@X+r;;+@EbD
zx(E}<-C%vyk>~(=dHO^)N@fD}JUPHHe_9HNGH`-pV4tOUXjX&%h)T<2u~KU4pwzSi
z(uo11U`7OL4GhV0>&zZ`a_eq7YDk*~$RH=%ov}8SzTL4_d}0P4%Mmq9hIQ#M4_vBg
zJKHR|gtdUFM2W5%PXY}#3R8{V)lyn>mW(s!YuMuv%c`5sGd0*IFOuu4(IVT0(yfcw
zx3Ducv=><Yohoy!Ok2UCpEcAW*ViBd;ya}g6yAw!Bf1+^_Qe&aF2F*ar=I-+mQ-p~
zK~@l6UwQf;L>KUj|M(0b_QDH9AE`tXHrqIn#KdLwwuMp(S6JNGUW5V&HUp<U_nZL0
zj-4QrC@lDVvE+!szO;(5X#p;RzGT`efD=wOOz$#nC4GqsLsfMniA${S$AD6o3Sq8}
zmDio(sgU#(xgt#i6Eb>DzxwqrS2bT?-jU{2a)@wTEIhKHT~K^daMc#`y+=zc&(}AX
zh-9^5dA-IU?lDUBW*WCNW{1wvYjb;GvAo`Z8^jgukA!3XK-i04D-;W+G6UI>tRMgm
zB%+B(uh;Dh_+owWRAw+eJT#CQ92w1LvcouyhjSyG!skXu2Q!1HkWRPVWHRXVT8q`>
z^ZQ3eMpsuhuV1@;|L)`0U;WnY8+SHV)??wQw5v-glNo!|ZoAcOwQA(uR-?gTF}W-z
zyUEC%8X6dcJ{t%{;(kB>$h}u~*Y}f4Td|e(JjUjC-+KSMpM2-Rt%ra4Z~pS{O?-WE
zXkOpVFYoqc#*F@0w=*CyyPLcbX((avhK;M6|DTo5-+sJ*^YQZfjr8W-?4xgQUw>s{
z=^&C{GN-3iV~eiQx!zw9C;aAW{}9i>|MgdY^~*o|H$VUB@BiTQAAI)VN1uHAeK6IX
zo44=XzWd>OAH4kd<p=j3vH7^acYSAbZ+T&5XJdPJYv+|GuduKD>4%?u_p{Go!#@1>
zhp)c;+O3<nX$PBy1e=*&URj!$8pjfbA3qumPtQ&-E-$WcZp=LeW;6413(Jd>GgF!2
z>?jayBA3e#a}qO@%|L|>k7O5@7LhNfV9I8uN5}Hn;q+jJYO(%soU<d3#cGyHx@u}_
z3JVKQ96$d2^Un*rL|^^#v7;|M^UbdwdEq(QDyRsfU+m<m!??c~?*M(By>Rq-5ZaOF
zic3Lacugyvkq*7P-WG1^?W3x(!yID&h3Sw+=6B(#JSp;7GEVc+9}T_+k-ALnV6>?G
z6z@wVCup{3XO`lxCh<j6pavOHq$%xG<NK<R8j3|dMJiXVHqc-Q)S75zjB>hNWsBCa
z)$1J)`v)bx9Q%C2!Y|2swGG>Uu}sez5u<XoJ&r25v8=B1f<#w>_skL!6i=`mDM*FA
z)R}BTHwle(7=krQSGmShL0FQVm(g8|E8P?t>+D~UrIzKPv3A-O2<we)T9@zO?v5|q
z@K9eVR4uW7$WSs#LkOrlOd)H+qiy))abckr(MZWrzJCfBCP9Tv&Pd=u*sO_9izDM=
zmI`y*1{S4}me`sBgHa|wIIkv;MlaU-ljz(Xr`%c;pOP=!^$e}`Kp(;RKt?e@vvAk9
z{!$q7hu#Lj36VWYT(gVX-oCcbkc6$4SdNAStl&NV!B&J(IzkWL8rpv&jnjVXwPb$B
zjQ@(~(2=MoBVY_vhV$*&H4OIH&Revua{NLxXi<ZJ0!Wbs7A#EZxpf1q4lG}MoFN_!
z%W(!)sCw%nL*o8%<-lb3;EZZ?-H=^U;4Q}?#u_!7-DCg(NCFU@*8m_10}ijD8@lIi
z^m5Os$;GLKq{s>(bJB1@IGVs(08x~_+3UTFw?h+q%r&Z90&~@tU$=n1;M3fFZS)~P
zeqv!7-Et1Em?yR!nFXyi*wUpgqfice7}JeIi+Y;dv&)#B@XCs8LAbAu_^1r`6#O2}
zD1WL8`xcQ#oO1MuArumIq%Rk3F*T{`A5|D#9Q1+ot*%6;(OVzQNwEAOiK4^O5Hh*v
zO3r9((Pn@d#2P#j0YI8DaOQIlL0Rz$$?%#U@{OUc%!(~Krs>iY@~A22hYZ93MmCl?
zYznWsG{s6wIU**jPuUfdkU7nWaJENsO6*v$i<s((nqsFk`m3pEfL@~ncxVahopX8*
zMC1zRHHJW=CECEo7CN%d!>CPjdftF#-5zUC&Fa8N8hdrK^b)yITDb)87W;$Na<#RJ
zB%`;#izK7b*P^zPRV-nxwV~r8mGv5HMPQH+WhX&PSg-Z_Y3eB)(RN3yiRaK6C)d!-
z@4mrH7PTHWyR!LAo8q$AP$IQfiHz`Ir8O<AIlriLHQ?hat36ZMc)n9nR@Yv@;59Yu
zWCNLKtf)WN)OEQ-Q4AqQ(;z2h6gwzQm2g?mP#SAfZ(OdiHK?t16hTXg>U0$eS-+DM
zS-e2%u%hl<UGt^lvQtbq((^zQ1qch5*E8P~to4Gt$Tr9~z5(?55~V$0uP=Q`Xhp<n
z_4Th}iamYyXl306XQ-W`39+gYUn>n2tSj<W^5D<V7JKms?so)4A#FtTyZTI3!v)B$
zvbxjs_OL@lqL5EX9oDp*Z<iI+wVh{^2rx$5hR|->ejY!(fWEpev7@AS)+9$2o<t`)
z0*%%!U6)I$Pt-PFxKfUIdZxO*thJ*-t(B?uGP$~g4;+9Shf!-#@<BKjgr17_#UQdg
zUboF*2Y{g`_OqKZJeVFzCz7$ua3+;WqZ@MRPo=WC5!AzYU!2rdB1y4#G7^o9PK*y_
zhZD(UFchX|(&P18Y<73A+hjIcZMJy4Z+T_y;Ob5Gi*Mh$x3_(;G`o~aB<&VcPq)nL
z?Cnu1deq%kv)*CVd);O?<d;rk(P<qfgVSuV8x8owBECRAJ=_-xCL_Vw`LVk%ZLRFY
z*7pY2Hb$2hXQ`X`^!-mhc=v<9`J2D_0GvQ$zn?^3UmVTn=7y){hOgh-+B{guO$>nd
z;_-hdO%OutwfFBoesg#G?&RWba^ps7dc`%p<egg&{X;;D-`wV}@(ld-U;fq4e)9A0
zeDvAJ@4f%|r=Py@>KnJO-@1F_)@Pr5`u3Y|3Fzy_-JQ+-gZ*ne+q-+ad+X~P4<0?)
zKe%@F;NbezYme_gc<=3ZKl}Kz58wUp!*72KFgw`Wy>a#G=K4Be$!s=D=5c&t40cO!
z>Q9VihSO6*YI0(JX(5Mue{u{DKhSG(dMcY88qMdhlOa>$6C+<aJu``s3<Yy;es*Gd
zBAw0T$MWM-quG)4_~bZx<<nn1gG4H7X=$ves5o`%<cmiRvBdp!HS#Nm4n5P<R@AMn
ztZlh;;?!Xh+9!@5DyuqMS$DRfqfn;fjP(ksaE?&UM5o$SZwxe{CDG>t^x}ORYp&i?
zWAZhLdk8re!POU5oW5Lol7JFTfJK!jn<cD9o)*j`rt%)T$n4cE(u-o<6{W4JLw!Yn
zOpfvn0f|+p?4<%Q(-*TD7s}#(gqnb7s}3@FmuhE2jnxt;FOrqUK)uvh-liz->?!M1
z!-h4f9CcE2Iirv|U$s6^&Ag-1A@osj<AwnF%7zs2#tnnPU*%3U_0P$MR<Ybm1he$4
z0v9(v?afC7>zK1w(m+Mk>cp-UN3=KHLMg=9uC9Mx+&9xTL@y{!p;RcZ7zp@-J>Wq4
zrm2uJ#wJ8quqGg*uG%Oi8(dN&L8g|v-KmDyq!>iR*dI0HfRpXllF<pdqraJ23D8~N
z446lWI=S{Rw)^_f&THw_2N85Gy4)#1;29PIXjzFT3GdX!Xd}%SKppf@jlBf>)1CJx
z?tC!2@*qKZ6g!CkJg6A@4W70iVEh(w=u}y&v`(@T1wgOOCn1m_8BbPwfCu0o&=*~%
zbbk?l1Cqh2;X>Egs(KS0$uTwC)70Qo-p)kP^qzJ0fNn8s|D+P9G}H<(n4$(mTj-$7
zvW|*T%=WnrLu{1B1HAVN7IV1$JY@^(2KujXC81}z`#NcCSiK+4Ea_QKNYCq|qssAJ
zM|@l%)0JW5M*a&8lNxX)r!{>PLCk32b1cF3hR(~>)0zB@ed7v5SX^H4Gqgp~e}cUb
z2NYnHQv;qT0aOg&!>756UVYUxZvW*TfX(Q-b#mL8n(hf_#oiRmkH{Ww16cv5Depq5
z<Y_@Rjnl+Csbq#8jTI)1r32bW<Ks%=w?Hy#fob3$-!Var3fG*_28U%Lbs@hOIO5Po
zscXO??@PBsI$?Lmh$WQVZd*xKQXmiDBnHUI2%dQqN%Fj0%@V4^@kQV1z$_&sx@eAZ
zAFVen@o*Y4D3KT|SXSlLJFvh)Whbm}-=wBPQKWU%dXgfjIhD17fFVIes`D%%+8!FT
zt{O+Qm2ok_-|nchh1#fepel-Onio$#i}i@XXcjBz?%+&{K<M(VzWka;+sj!Mh_uBs
z!0mANI-nehy|5;RnX^%RkyD-)MUhBbg5`{1M1HlE=JKcGiKl3t0$iQCaF`iK>OiSQ
z#bM5*wM<(Mk3{DT=!<eHGKSVbD-s^{3*-THjuu~^%o!0eu5I=<FoK5bo{%HxrAc%d
z+d0<s<0lW{^<q3om|^?sSA>-{px0BWkrfc$%IH@Gm4U(d-`BtXH1PPfubwzbBmFaS
zZFMZG)VrD?<z6@{_^*I)RBRnNB9v~?vUU9AvlQ%<R-c8D!;5vk@W_SY7q3*Gs%SWa
zcv{tTk+(7uk@(?Zu^1RaIwaMIMtOym@RsweMpAvxz))%BX}zr_m{bOn8l}FmLqfMt
zlTz2I){9XOoxK*1&lw2&0wG^G7KX60+AS8FIhu$jK~m|#{z1W`)i=<e9vX@zVu6s~
z)eHKHCi)YhXgClK1w%nDz^ZI62f>vFW94#@Sj6M=Qste=4h;=wg)8(We1RaqD-h)R
z;eo-S>Dh(#bw=^--oN{BZ|7ikdVVN96pKcEK9ASq_Pbqnv%zVzSoE4+n^`6Al1Vy^
zI+e?Aw3#(Fi`Jr3TXmYAZmB`7bQq1XK)5d$8z0IiLYTf%lT#x%?$0l5`0u^EI6a%W
zd2R2bcR&2mcYpNHe)`Y;+u!`RU**{PYkQrSUw-+<qm|XG!%Mr7iAC4UqGxp{xx6*_
z@XhV3k5+zd@Af~wJNBRd&;Lx}>Zc!k`q8`ZfA-<WZ@=;GOZOk&KDhqLhaZ3R!G{m;
zJ-m7C_SOBHpfB3*!BnfuOSkXdy?y)EHvRV-n`^7<b2Ibn%WJEPOSf;{dgImC-hSiF
zx8Hc{$)m?FJ$`cc?)__5uLIaH<b$AQ7iK_TBl!`*?=^yuj&`5R@>wpI85$Y|o{i;U
z%%~JwSzF%P*_>OL!A>?eKRrG%3TA@}TUc6{Uz}Z9SzK9P%?!ba4fH1yk+44y@CJfD
z!Yodg)nw6ib+uJim6w!UmUh>x4Ndi}g~yIR&pG9ZlP|Q0iaEdIjPFX-$%c;0T}ol7
zNMXi;)u46Pn1l6jS^U{M(COm5+gWY!G`Gr1N@~tvX&@U;2R^60go)^3F0DO7{dJ2N
zAXm=83yuO2gd5TJ)?&i%(q3s-6)2r$$byV?%T1+i^2@s38q7uZaH}iETvsc?B}YKQ
z@<=BbP5^QeeMyh2M!;_>zP*T`rN&t+x02POvb7WavD;SOEWg|$yT~M^K2Wa@)kh|~
z8Q?YqYK*~Z%D((V2&OF8VC1IRTR**Po7s0Q-t<oITIoRGK#ajAwa`NWDbYoth;>^x
zveh$r%{IKLwM1*Eeuc?F*usH>nnqf1WL<;N3v9M{FOb_Z1TmY<bu&g89uv_{#*QRh
zkU!JO8V=huNRUF<ZCMkamPW?d_!Fjcrgm*}H^=}EtUL(uH`JjgrxBrAxnvg1y$Mk;
zD<g-90Unq8`r{x6O{1>{<a70{;e)qw><7{Fz*HqA592$u*2|af2A3ZsdQ)A^65{Yg
z=jvDPyT`WlebbV_a7QRFCMyAWW}b$09y}f@7=>W$15z`qbya)%I!Bf)u@O2vZKM*I
zfW#d~cu-+1uW33bQWoQe;%b<~Nksb6oy-E}HchEn6##&m0s<6xhp3qf5S<&BPcs8F
zsjvo{gq|pSZEv!JMB&&Lc{+JGC+GO?8x&(<(oyo`V)C!X;AwCtJ8}1sZv_bivt%*4
z)wX&77|kc#PXA<gW?n#L8hb;NxTxER!?60P_9y0KAv`2ajDhQbMoj9MacVK0gTIU2
zfyrIx;w^gYfkU*PbtlF(6q{gK$EDBwH$hjb=d|ux2rD#hc&hxGi5iOJgvy^12ZtE5
zhNohkN*>BF8>bzd(<UZVU@DS^y#rkojjA1${<MgU331@|?gHA<P)H|ufn9Y(ax#sh
z7P#n5cd^1F>^me7^eb4Ywndw0<?^Pb{Jh-#9o$+lE49bl)vj8Ft=f@jlUvHLUHOIt
zdM%Qd2QpH#kJS|-gpKHo)=(3j6}Tk<a(WMQ+wB%#gN3saOAT%-{^Yk0Xu+>17=v)l
zxq>5X|1m&@p$^oI%1;lNKiy4a#+N2T+R5|}jH^Ujs<Krh>6X`@L1e6HJ=Z8Mkl^xC
z6;UhEM5Sj>c}2rnnwFpL?;L;eB%X$^vzP<51#5(5i~JyD7pvJUR#Pp=yFqpH1xL7p
z3Bu!NnB(~dScsYhxwca8syDdnExzX7xY!Zwq?iKF81F(zb%HDY5G~XYT~8&&r|1jF
z1?Zyb>lwyCgi^0BjQ4{4D6Bnx<;zEoJb&)|5sSMeno-+>U6{>YIQk6!D|%T8LcSo3
zFg{Bh^6=4bR@7XSs48k(&KH&+D=Y;=9%j1w3^Rxgls}Mg6g>Y0CC4rR%!&@5z5D_T
z-G!wLEM92pD6MHMZWUFF<t<9B#OBtS?CKt4x6Nhng*@IsuRrMXhkU($yTfe>MFj27
z>-Y3}dqem|q7i>E0Nes%1tWwLgRofPXcQb3OGNtylA&lM6p8RR*^yi<k)$6oN(w6;
zhtUFqVUG{<#aK8J3r5fjW6>nV5b*?ldORz$^NU;CJKNhk9DQh?%w@76Z@{QC>a{w3
zkIreg`MoZ;+v4*%omQhouXS2YPP5*qQ7GkIU7f8x3c1T-^z}L{My=DLH))kRwZf#)
zc<pwN%@Geor$;A=gr(x~)z#^}8~MFkgZExqUEiF$bK}})?|<}@AN=^={`oKe(|`I;
z|2UAqAN<MpfAG8S|IY8e^XB{4Z@;v@dvof}ORKrD)Zcz|f0yO^yMObyum78mfAwd8
zozQ>x%fI~5_kZ-s2cLk!K7Rkx$M+sz-@E#)H{N>Zt#=;Xe|!z-wRdfMb7y;Nn}wmZ
z<t4mc*RC=Oxv{oN73(^e_0^4hel#~aHZ?glJvp_$vUY9n;KAK{SoHDjU%z@2qU_$i
zJC7eexO%X+wY{~zu{OlnMS3tdnj0G*%Z*`m%z&n_ehue_N5}J%GmvBR%Rsu-#hJOu
z*}0k7`Pr2<HYX|9-&k2&+S=XfOZM?!2F7}5Ae&9+M$s`xa-&1Jd}eqA8-Fs94Ecg~
zx8G>8t6JOZimqI4>#P-b*VZ=|SJf9*)Y1lap|QQNODQCkIElt8V~;eUZkU2ixIvWG
zD(qg>&6f&FPx9x5qT}>A6W_*7L70dn5zdWPX>q5rRBf%sz>FFKvVsT0uZw56vgxcu
zU#zf|$SkFuJ;gFpna(3<ltdl%y>w8wI-|`1Fr5=HMgmJ@_SIvtkm{~bFZKl$CO4N?
zG@t9#l&I{L_={-Tl$%R+!Fr{$qT5;m6-FG=5^J;LvYt`*^i~=IRT@_X^o2FjKrcE=
z#2CDpPR>DnteQsGO<)Ohy52-HJz$G>qx8m;XCxZA{!$>ntw}A(SclR3s_<#|Pstf2
zoDd`}J!p+!{^*W%WYa*)J&hL5foAUz+mvmTnnuT|GZjZ^DjV&>te)RCFteCl(?-T5
zn5Kr7bu=X8*9;s7Q*&xC3DeT(r+QB<zGX+G-RNlu4AKi~bR{SuZy{YsHW06S??AiO
zRS7?~c+0m+4g13oUH2P&@Hjkm)jhIq+IW&;ml?IrH`o!$iKh=Nn9qGf?exQA>JH&B
zAD6RSgNTfIkM{M&yR<_%F`xS>T~D^6b*82@;UQGu_UMQ#l9l&Q8jT*Inv!ETKSv}p
z?o!_*!lDk9aBRyCeZ(WBT?)`ea1U^WPt40s^nl3Q-)ZqTk%r@#j`5py1I+e<b3WQE
z(O)5;*P$p>m@3#0?Qt}8n`(MowYGSpF;JtnR|4<jqXw<BiOH%q`4xbcw;!9m$`NaC
z>ME>hy$r&q(*R%t%h%(miPPINuf^z&y`LdS<`IQdBRFba$LbKSFbwDT`7s%S9vPFu
zi<KCszExN=L>#YfIjeK?#J0xidmmRub3AY?Y6_!|ImK#&zuL~$&xj<F?`ADRYA6FC
z)BYMCQ`^EVy|~%)QnWT!kLCJOSUAcq_z?q)v5m3q1yRgHHu`J$`=@cvX8zsWI<>l?
z^oq?xJ4C42m+pe*<(9j&u)AfjObSb>;Au=ZLZX6!c`|JwypgS9O{vaV%LlMq@Xw&W
z9%rqgw_es$0*_?&Hp%tnL=Ib|g-|!R3jh+>oM5G}CrPy>G<QM1Ib%d!&_i26>A+)q
zxH+?6um)R|mMUN^Marz$oWA%XW%Y%XCpp=X7%OE)My|`4#(>nSZ@*krar)Ag6QD14
z3>gf<eovQRUF#)m^H-`)0lhd8E2%k4Jw=<e(ClkQhy;C|ARlyu#?fz{IP)B>R?KHN
zcNGzGr1HJ0{v6*0exqj|EO+e0Az=VlNHYo@s{FrTrTE%c`2Y(AfQn{&6iLKKAlVls
zt9)8oaV9t*jbs!SPg_~dIo^?A+wis00&$f0sH4wZDmYPEalW<zm9V&?;dE*3$#VsV
zkDhuK?hc4W?P|f5Qx^+PmQ`J<s3~aas1|oO3q218h0daOd97ch3w=S4+v~uW<qvuT
z5uv)l;kE;x@M2l*R<IT(`BbJK7Z&fva9QB4a4gn0FpwDN=g%0;4zUOXS2z~!9~>N?
znjD>+Sl!y;jCu&G$w)RoHj11<<O;Sb81!>-xt%_r*X#8N5k*9kshOR<>yI8hzJ74+
z*7cjylaoW~bUYfd8jMD@S}pC;$Yn;IDI5rS+)lr**X^_#v`VwF$Ln#p?504k)1*;(
z?Pj}4XY5f)+FNvrZd_hLugB{IZkhO0*R8N=bsn2F=<baLB2!}%K(AbSaCKv9V}J1W
zOLI5xuid`G;q3nJeCPY$`QWp^_>({V^MCcPe)S{l|G%zz^(R;R`wf5hKL2gR^|wF%
zyVv~9-~8&&0MF!K{OO<n;PdZ)_}<5qPJHmrhp#_*?e?`>ufP2I+i$-8<k73QZ{FYC
z-rw8VKiIvxwoJkOJS5om_SVwUBCFi1%WG@PtCN%Cl;JZ*MDau}KT7#(Ze(OEH?p$0
zu)n*vy}7luxdC#!f9uxE4<BCL+q-}F&i(uMwzs!waHU8;*`EwYg28~tAMik5PfU-G
zPjQ*x_J;E#Q!`WWW6P_{TYGz4mRFfSTAG}h#BzysA88VDY;A+#qlKlF1-6gYHddj|
zKyHgm^Rx5d!TiW*W@3tyq<&({6!cLV<8YZw7M0$tFj(YztHjhRvHB(Upw#LYyJHG#
zpi5z{!_)y$kI$A>+#|=IIrQQ;gytM!LF1bwxG`EVfx%leML;y(*LPgvC_u>%!$VK!
z$(VgSu5p%Y+!d{aC?T~BR|G%5k0WoD!c>N#B{0~90n8O`ws;%dv5vm6Zda^@FNrlp
z22ULaUvMB^6pg!<tQMe%i_BEoZ7Z`S>)D00CmQs=TH5ug)^}$*R1A50D!a|4<kVQP
ziH&umI!*34#x|@RtVfoO!Hn3`2X9bk^3=w1@`YQ`Z91F}Je043c5>TVT45&+?EY+L
zXhc4?ZAa~b<iXBFFFNJ<{p>-{c4s#THueN^ojq>hvAFx2mG;tbo}PzBgRe3=CK{NR
z56pKX6y`Un$&!(Jo7i#UWioo|V5smx3HT@7(c`QsDnHdC5IbcEcF~*)f=H+o$h1%H
zTev@?J0>U4w6_}J3CH#1j(L2`IJ_(@HE%plZaqoOUiXsggn$CG(NVz6G*df}Cv;?~
z>}A|5Xh7sz?puBne$O&}-Gk)HK;+P(#^|Y{P<nunAUn2^78aI6bW~1glanUsDWye#
zPxzWZ5qOQTGf@x<eKdf_+f$2RN6$ISK8S9}rjAH!kF7@MsO{)3!o-gM9{@w+2ecuA
zDIB9U(!}00cphIpQkT{N=_H9wz%PlgLSefC0CXE`Ox||3t9Z?T|MCA*R^}NH(d4N#
zRjbTZR0L3ZaQfn5hOx%CEZEX;h`~F7ySQUKy+Swsh=Ot|cB19_GNA!%oYi<rv=o5G
z?5ctGFp-*>hEpnAh0zN-5^)^>71pW9u)+~#U=E$GUSTaET8lHy8fxn{SC!SD;ZIM$
zl<oy+#?*WdShr19001Md0)ym;KrJfB(o*M(mPc1S94{yiij2k&UP9c-^c)_0U;nJm
zJ0#Kyuh?p(t;PsSkz#eL5o^m3EA8=m(yT09Qb!*imJ>AK17TCl+th8Sl<6v4rB`TC
z?$%ct+>I(@wOCoAwPWF<NgfAR1J4pn4n}nBo%A+Puq;4md$rl$U<pu&S_R$5E3Hdi
zYz?&%?W8T40U*j$Rpv(0&=rjZXA6&=D>_=$a$ce<uNPecNs?`(hZz9eF1u1AoPwQ3
zr{iBC>qn^q0E`##@l%KBxuR(S;>+xBQJMur$4Vng<(Uh|D66M89uF16WVJ09+9bu5
z_2<f}P8XL7V?7wLKwsn*FBcsnul)u61;zq*Vf_+>$gc@itI%KA?D-TUD~5dPRbPDZ
z*)M<jOHy@3--yB$ZdDnoVXK~fp09qDD;yITu&*3D{>-`ahc6Z$rv<UTt$^+6+UA1V
zrYlYDH6mFnkwb+>WVH44LRoq3!HAbcVIM~KILW~j7OcUc0e=9M&kq5`X{^uh4u%5|
zP{1ehh5)MmRDY~5k<Mb(%|115B>`H4Lz&djP--ZPH~uNOq6}gf!wIpg;jz(SB8r?@
zGm|nig%IiW_aayXL;Mq{h(4d+8wdpA@dR*-8N2bZiK(fX(UDvV(^ot}7laXFt4GzN
zR%#S-lTK$hn;mAO&uudsdWb7}G4ngDK99Rw+GWMZWi@-8HZMAeR%uYljI5xm<mMiw
zq_st->~=eZuR2V6yP>B?CeuiyI=Rg6bR;7YT=yHR>%)VC*}?vutMm6>UV8M}HWB~p
zSNA{u;NxHX(f|J4kG}KAzyB|O{^Q^K`A>fSs~=?l5nS`XgShD1|3~lu|Cc-jp4ET<
zm;e5seD6n}e)t_aSKoQ-y*FQZ{r2^nufFv1o3Fh|^~CL)clY<N@9$pQ+uGmR*qWc2
zg@W4J0y^zLf(bO%>hka~T73pQM&NOF9u!6~etva%era)jd66bCocNQ%Wpav9qV0|K
zoz2ZVH*ej&b(6~-RLonqD0JnU@rh+JX}VlSM@Qxt0A{2n7sn>YCn&5~Szg^(U*FnV
zTv@`yj|z!<e{*N+>WypMyX&`ZEUhjruzj=)23r;kY6rWUY=HwCcehY5uU<b`T$<}k
z#=&yjp^;oRNfYu2QJVgNOq?BxOunDpRi?puLuPl#=nk6M4pZvH3T<agM@?x((dDA^
zXD^;Se)<S!m&Z;Di)r-g5d6VJ!MQe4LPO`J%BFMW4QDTv96MJ)F0w$PEfQ&p5ei!s
zg{Y8is>|)F%PM<0RYDYE_r^P1(N;WQ{Au(wnSBj>92}Ig>I*r>kx^zW?NAkfa~R5@
zd{t^Jm7B_%WtV9s!uKULm54M&Ewan-T_}bWTqvyAR4!1EX!6yegt8hOAEj_o+c%~d
zoYlJH?IusNCoT%6X+KtG=1r439)@OUa~j)aX4)1QX$_8uTmx;v5khTRY}ja9!)u!C
znmRJk$rN}@Sj0orYxfQ|)5cFR8o^9wKWPR0a<wc-5(&heg?UU^^c!b2sRy+bxyPFl
zqqR{y-l-_k*lKLSMh=cujpw=z6}qP$9)WV~t#w4<CDh~FMhf0>^&?PHjDYc}+gwc@
zJ$>nrQE)GG9Z*#|dyTnC$MkitGtr{!twLhsUuPzOv|YEUgqf$IH7!UC9hr?qD$TKh
zv5+_dw|2vso>Q?jG&rjvlm~=hwA~tNhU!dAYN$_#;lYrG$mq*-ko%)o0W3i(klq6V
zuvpXS#0aE2D5nB%K$(iwrOjQJJC#M`^@caJ+-=&u-~buBoTh$u(;OV>3g={qZqB}T
zo)B8rNmF_=?WSM@Yd$J#4TpH8xwfkLJTrEf)9{s1w;mrSFCe8sU8E=`wolywTcvVC
zC3GCcUxV`+a2IYXT<&yGkSo+W8x*E`PzsdM)2FME`VIn*Pm4y0-8Jy4kQqw#<ojGT
zn96XTBa|DwjWw+o(Vo<nDjpYrGqbEAo~bZXT2+d}igM8&S3P2!Jx+%$zNz*vNF<Yw
zDpvs=Aq(~<JK3ohsVRXkh3gY*i+D*8F|dW3aXH3DmG)RGXAm8lBB`ZBZY{;i*xFrz
zq9@gryZh*3Rl56|h*5-wJ19^Mq-6pFDJz0U(z%+X+UjO{W4emuS_&%b*#KfqjK9&_
z(I1=Lu`acxwxz2OKNY`~FCKrMxw85;AX9O-L9opA*efO4D++T37k(qSeZ8x$p`)Nx
zTB>(8*EL<D0I;Cs)QNL1oV<AC__;&%UB#WMa?Yd}2?9;=!)51@Du(Ko!ixIype8OA
zwYbeszbG`l3-Lqj?i5&Ae66&qb{iQ)E5Yc_4)vMyN4Y<Uq4Z0%b`^@`^hFm5WY@{(
z;OMaKV^O1<^z8Y=%xwd|{-0)vuOK^O00U@!{g5!d_I18`?D(M<4nKpP{u?l1U-{DI
z!jq}I-W!wJeC>3r9zFTosk6t=T{wN=;+cxdqVme3#+FKvq(!C>_2`ubs!H8vS{=Lr
z4+sk6ljx@hJ^@uVNYziKpL8KU5Hvw1deI}sCiBy?<KajMB{3Qg2VlK|KGNv<(b3rj
zI4hxFYhrc^(+HgpW0RAqOlEjA&n*YTq0Go|2E;W!22Pt@Sjdl!=f*~p{r%xc#OL=R
zBZA_PEOBLl?wAE09v&VW%TG{11O=AM$LZsa#cURH54@H_sg}vLN`+RfH0ZQelhN(6
zqAFSp8l_Am>1^|GChf#Hudo<<0)7YZEa>-{4O+}zR+Aptu@`@rQDfFB)RImW7n!KL
zs{;qV+hMX>^ltoMTAm)6S}L;ksAE2VwtrxLa(Z`tBOVB4`ukVcC+|I3e)!7vox4}B
z?H_#h;V0ku;N#!^@VEc)=YQ~nPrvuW@BHw8$?^Kv@E-+2@ZYcD9sBjaOFVD?$6x=4
zpZ@44-~a6U-~Y}JKYZ_#*Pgs~^XkplUVio6x4!l2%dcF&cJs!yTL=3$cDMF6S2tFd
zme$r*c6PSlzYccycDA;bmlh@`$CxBq5J1-?X8Wnh?D$y!^3u#Q0BmUvc5H18OtiGH
zumoK-Fqp>b1-S(^1sKCiwvSQ&+Vw~GA3eJF;QIbmO#53K>&r{?>+8#7V{lgKFXoN#
zfQ?Oza)!k(J|_Ih=}CC72aibx+y{dl+_=8Izq`7zhCqoUZGLfXd3E*v!w1)IT;JQ@
z-rL`zqAZ;mr0;?rjPZ#)@C**`#;xnZ<>s}`EjGi~Mj`A*fs(0Inzt!{S(2*cXd*B;
z)EDm$Tbz2L(<-f4s%V!gI-1&Rn>#97yDDgDZkLuxG*x0vl}uYx-$qAt5iAEsuFB@K
z4PBRnHZVgOs7WFuB8yvO1-wz?2BD-;ZK>uITj!|9<)U-eJHqXWyc)X;eq*JrvRzrA
zw3Xp1N7CY0h6e^e7>ooGQoEu+tiRIQT~H^w(AiT26D83ha$Nxg5(i+IQm(Hs^fveg
zMA2b+cu3}ocIcdqq|2@T=5R(nFwx@(w<RXjgak3tCugzcG=dF+IXT__Y=6^m#ppA$
zGQ*oafzb|Us#WJBa@eBxvfk1ZpX@dU8m!UA+@_vuLO|g{N3x{Q0ER^8sYGLC-WovI
z&~ZU!p;3W3zc$o2^w|!1VMF@`VpDudeUmFr^9H%FYQE%%G*OH&d&8DqQc;>pm;1ns
z7C}u|deRhAz634>Up*E6D8A4n@nU7g9gNFZD}%$5a88Ofh{9X$1B4YyD^0daE4`hK
z*zcox(a;jpMP|0V1^d=8Tge@K7oZM9J5_J!n5a~gM>%46(&$4&u#?l(K>QFQ5it?j
zk&!_#o43D}2KB_4Lhot-7|{Dfm~QgG4rRxz`Phyrv#MtEdit7k{<e>P3EWno9Y2)R
zq#Ros{wr^WH~=V1gzc@a{Zf6$#ggh%5NJL2s$izWi|sJpVGnnxEj9R`DIu4rAw^5w
z2?{7Wks#d(p&Z_u!j4siX^@QuzKXmBijx~F2|RiR$S}53?JH1cc$_R{^&RJ^2qr2R
z&#OoW(2&3@Q)Z}yfYP}Ew=Li$%wS9;kPk&8Mx^Ua;QTMAa+5S}C@(?Dg^`0k!o8-l
z)OH(c+U2D%NOD7!+)z`|c(J_U3`1RlL(EnMIfnTk7o0QEVUM?3!i`<p(iZt;62a}t
zD{ZnXb*&fa#o~p*v_x;Jg%}9c7AVfXltiK_1E}=a8&sBt#*U(<&LVbjx^<O$XFX52
zOjp$+E^e2Ws7%$i5U9Q$G*wu3iorxk>1Pjpy{4&<@1iC`VXB4!Q<(6%HJby?Fm*_o
z8f%@_-dF<{)OZP^thnqnZmzQh$BL@Y7F3*3+S@u5rEp&~S_r)s$}5yJ)YH?|eEIC<
zV@HlZcd7UkbQz~$NP&Vr_|31uxiOBzy%MqKsG$9iLi-cknIlJ8ls-g%DcQhQaS;XP
zB1K7E%LTMQENTdse2LM+i<ggm!ESxg7XkhCTmRdaNI0^lO=9uvd1i?)aUG_J`sAq>
zPn|k`{=#XsuEX9dH@oC|i(IXh_863Cg05aVMFT_y!B+sA{(=6%Od9HmfnGcz=nJuU
zluKVSLA}q|)HqF9C<}tPFgKGM%Rfb5fk-TrOvUDx_@?=ZsYwKgiRnq)AV?eIyvqw0
z<iPP&YPS~`_!ON3#Klb!iR#Dhk<Fkd^8SpZI50RsDvCuPkH_Qn`r?U1Utb~~k8;Pj
z0#U5tp>$t7M&W~|TiPw^R7u5FqfXnS>Cvbic3U{eqY1j4_Ffki^=6Af8}zxc&?7Bc
zO&W_yYcc3dIt}Pct&pg@yG&ZON!w#L_BhNvHnYy-wD5u5q_!IsdZp9~aVG8TYHc*A
zyOZ(YKr-UAT5LMKMkZEDL{@`7l}O|fP}3u;GxNz{B-@`_TbsUlfAR4v`*&|$yMOD>
z4}bf6Z#{nXN8kJL@BQeXzVq_8zWv5KfBK7G{Q4i?e{&Ciou2{F*T4VeU;M#OfA-x^
zze|<eC+~my?wjx3y?OVg2amt?+Usw<_8NNk7P8^S4s{b?EtEZ=*TLTQ>f!=O>FWOe
z>MHaWrmUsxNdNTA*fMZybzycozqPqcwJP%8;u0u}ruz}5i9k--+!)A-elT{q$M{d^
z%^%5T(wtOHjE&9DOyj4#bMwYMjQyMIJ6r1*`WNRZt6<F=&T1&p7Z;3S)98*PG={CN
zt!!-J`d<NbZSC${y?G5JcH`EKTX$~Wy?5*JOAoepHxI7upiAN|L%|f#7jo&w>gxIm
z#M=4>k$^Sw1S?M;g&<bWO+lBjbkB|w-4}e<?85Bg${Zr*>c-0S+~nv4GZur%fmkZj
z7whBw$`=T`d?A}BXmNOTPQTvbRu~-;n@4VNc8S&X9o-e3-5feAkc|)~<oe21Spo75
zaVoeDoV_p`4egg3J1!YqP0mQWGs=K(o77N30~qluJYY4gf-#t!xGmIx^9RNNFouDr
zL43JMUQphAwpCF~SN~I8tPXmlO;+40;Q(~e9%?c5);q(kk!&}G+j>VM1cKh#Xb*z%
zR0GpmPd`yL8LeM1HmGdC7++dKvuk2TmReF#gHPHKHy1X0-2OUmeK053+TF<}LT%|K
zi>t4dvL-6LCid(@D@HbwV4q+}m}`N!L+TRuP%tjomYi{_18P{tM1oYA%c(>ln-2?t
z!Ug?;YmTCTR>@^L7ElJ6u)#ToekT+(4T+vklPm1e7WQSR+{ArNoDB&K!+(5A=F4^%
z{7fX58@vscV6#6Xam3pQO<-68L<#*Nea#fZQp`?Xk54CeO$?4t?pQFQ3vTd1I&~!&
zje;4ep|=i8yxH5Rb=6Tf!81cW*Tl9R8x@7~(HyN=Sk!dH5~)+5x($a_RU?Ged6}+)
zQV8x9Gu+fQFoWpoZ$g2k(tq_)aOGi$7A!Pnotsu$rgl)}TItd9r3G!#;%}pBsjl@r
zE+$8)RcR_W(?*gKd6Hd@2o9(Ylc$A661Any5pFek>dpQphMsYiqc#q$7~&Hu8MCCS
zE9}JsgfJpXwH5GbXoW&{z)|fRkVHmQoyub5ykLgFri^dovEye;&FKdhaEmFq4lXZV
zTBJ%d%ZzRd4ZWlVDFf;41GOqqNYQYaybO=XdD4jDQl!w)U0T_2zPkA$SO{v4T7zau
zA%=Xx-ewaRHZJgrq*nr22|qjTXHENs$`)#}F4VU2T}4n#oR~oB0{gQomh7sHwa2IK
ztagO~$+cFbEJv-YX}W|+M{_dhrAt*p^_J4y&?32l<DEh+rCAulVASS9!SVB#kDa~1
z#?9fHmcpj4E6rVnJasg{*S1}v>Ix!JWvS9S8d!ZTEI$q9MI;a|3%@$Psj|8Y7fVi*
z)tv_n*R<lnE2O_dDpY<o5M$(#7FC=%apnlMsMrtC_;6$qP^5s1#NyEthbW?98Md;C
z-i9+2IG?|C^vKcYjvjxm;L7nfaiKz21yyBmHH+0{*!7DmvF;yZTIkIA!(4|Uq351^
z=FkhY6dpQp;^_JFX9^216&78rsVkEyMcrzNN-MXy%)LGr^igUMOI5r-m4L}lrKn^W
z7)S{<Stx**uLe>nLQKLE3B=U+_#A_93kyRdOpG7`3itx6EpaDUuk3IZ=LX^+APSui
zB8!vU)L?RWcrceA;cR(jePa=q$HqEx#uw0QWqosDX_-)BUlN5fJuy9l>2`2<IF+V%
zo@`?Z-&Y9JeJlp<0&H>L`ulL-C;9(qC}1}k97cnwN28F6C7rGEt`2c$n^vRYn!#R=
z*JcU(KwH*cw<Cs~tUvB?IX%6CNC-Mo$;29^5<-k`HfiO!=6mfHO}7lh)eTx#bn~%H
z)B%*zYvc;K*z2+pX>=IXLAPE_Y*#MrXs(yGH`(;c{7}+kx7zeZhry`pmMg_#x6L*)
zHBPa`+|=UaaDFhFn9Ai34ptt&wteT`&b8g$_ulx{+poOw(wzsNfArmt-~HtAjl1u?
z^2X19@_WC|NA};`w_pEf0NnLwfBeV4_`^T^(f5D&$+t1yfA;R1LhSLu-3M>K@y08_
zm%9%(*S2;xb`N$BAYh@qKwQ`Mch;8|ZeF`~=hiK#t^DW^X07Sj$*rxGd~R?wH$;>D
z>dGv|U8`%0(^I)rUtn@{1g1*>TT`={><B#)!YSCq7#0HX*Ua<;`NqKv$;TY-`&^d6
zt}IooGgD);Q<PGSpf|3sE$wUzQ%4kuan?m$E9YTY1V%@5Q_~aE(-Uj!t6(ie#+$cp
z+_`(}l~*4<dHLa!S03KFbM>WH9>S^7#=l8^V1MWK-CINm4z3<hrLnWOy?3y^d$2t-
zKO<np#W_$WppI*jtr4!j$5(guukJm5^7#J4dt7eaxxuH`ZXB?E+1u;Hx-j<C@Sn~O
z<i>b6%Vl$e1DHb-{z#uE6mxll7N=Kl_oywsxMaIk#ulZaxvqt@)I}V#GEJ>mS>D)w
zxw*5z=4<mM#Q-q;PHl2}4ohhq5~)i%6~*M;Fs^8XX3i>#wc%={hEn<=E1S=i)t}Qi
zF=kh^fXBK}RSK#aPqj%e`T9k^{x1K3#1-ju$HcATlJf;G*0&aL?vG{^8R-s>kl>Tp
zq778Du09N+G%+Sl7Eb^V3#tUAQp;*k5Mr6uQ_WG5`5T<=rU13@<+f<6pE-cM6j5(@
z!}#=SVs?)D=hXbACDLe%HTMp7hH_HRK&Q#y0Hoyju5;HRQ~?8^aa7joHd!GL5ab}!
zSDAfya+FkBkyu3Hq!_^#X0W)?O&4pbgG0Z6NCN6ZYQ*@2b15*?5zco~yXsEWGnORP
zmB1N_R3+U07iMg(MpMM}H4FMFUbx_}U@aTlFph6pCU@*^L^N9!&okB_d|VV?z`r4k
zA|~=2Mn@@K?;c(@^o^?!@6bjq{s!8&APh0;d-||*w?W)N`!tCP0TK!m>4_#vGw63s
zOv!QO1#^T$#j`i<%l8AJVL57GAT8__2GUY`3Bc0UV4Ee_QQ2^=nacD|$dgj$Z-N<x
z$;&=Si!InpB!M=t{F=)Z6FEX1@nNX88fp;mlT$8A&NRI!G(y;-{JdnQKu4#tj2JJ}
z4Gfqo)`@V2p6Cd*yW$d%%u{=tB$k)6Esm)^HD?%EweW+$sE_;0=xyTuV6cykEA0`=
zNISz>c`z;YrNsK)MzSQx<<NK3v!K0F8%qj+GSYT=NsFYowB|G(a-8HMHPTyk6O@|1
zj9xW3I-yp}Q_s(rzo#^wx&xN$F`tXo<)9|6NtYMnKK(3!FWLfWCFc%IPJl>tjwUL$
zYML)nr_drUmFpn53LB9H6(#Vu-G=H`Suw77=sq%!+#umW26`@BK7Qdc<)utTA3AgC
zD5a*jt?Jq?GbUJ3d#1VbvQ$&vA-~cjD#FBtmFv{mBS5dh66i0&lE*KV96$fGlK~%B
zTQ@JKDv`QUrmx|i@M8kwl~kSutsOq{%yZ9Ez4f)HPWi6@!>AiQeEgX+mky&27nCud
zahkpC7mkoX{Q8T>o*~`SrKoU)<PN{w=n#pzt6RmDEuEE8MT=4+QmCagPvK?{MEr<=
zu|(wQRt|Qj7^PUrfxc8GHJrzzK15oa3-NFgN}RT4GJ}akJS|u?1~E-VqtRjLq;zUx
za-8!@$bbHvnweyscY2P-o+<b!Djh&dgP9DbS(L<urKRoN-L=iF&7GYkfY$m3Y6c8d
z29Y40q3#FLY=NeDHcM7kz+eD5{%M!nOS=Rb1imlcu}LhZQiC!4_7q1jy@<5v_xioP
zcGBkttwJKwD!bJ(iColf)@dn4g>>QyHj9ZjZjYze?sSchPm)lyXw^V0Nmqx}sCL`*
znSnmEP@BbwLTEPV<l;`7QLk64Oj?yv+F{f8AUa~=>XFO!DwUDIqeiWec4={W=~YU(
z)NVA|bsCpRZSIjNC7pb!v$;;%)@0Ji<3SHpn8(Vfky#}c%Q`wjz3x1Zxj#KMI+FuU
zCNn(RJ9l;;y}bL<%eU!Y+FDwB<-wD8UVY>JH{Zkhb#rU?jfYSE$>%@#kN@#M{`w!{
ze{&CiJ)eO;{^1}0^anrwqo4irfB6Uh;-^3U>F?0F`q6K{_vU-AJbIa#p?BVROMqc_
z9_(&x-@JO`#=-TQSFc~)-Mx3`*8VOM<m~?L7TptjyE{|U<0B)P>FM#MrD-k;bJL@_
zVJ5gC!JxlDP*W4bQ)AgFSgu@#kRuR`KWFDLf=$rol1Zl-h3xOgAdndtB(azwE7O-q
z2=6CZGK^WAV9`h*nFtT25+m6`NUUYdWE1(txv9-{B+dDep%fA&k(!wqPUFV$jNQ0(
z_2pL{zVzh5z5BQCKfH7Q;oUp;?!NZM>u<mF_RFun^6Klaz54pAx9{9}^2(Ff-^Ang
z=+R3L?>)HBU%vj<8&6(+nU8PZy+d5!>b0xaZd|4QVsC$U|6p%r^(oZ`9k)y*bD80!
zq2UZ=8oT@W;5Pnm_TK!v&HKLh{AK3M4>N7&wn>|$v7OkKZP~J9i4u1bBmja72!ab1
z62uN-2Z$XY2!i{*@B6-qn@H`FW!aXOICc^zY0}#!O;6fpn%>)<+tZ$D&)hS=&Fi7(
zkI)Zxp0W@K0uQ$5d4J#A2NrI8Vw8G~$*GB9>iPPq$Y2n8nlNTdYcv`UL=(YCyg3kd
zJ3J<MvnH3p;;1*-RBBzB&Rp4GD%ToH^i5^;7D<CuQg0DASfu4OSqe>7jV_my4&(+7
ze_?>H>YWO;FrNrK1BZrg1wzBsQ(pHrDFB7`TD_ffAL<X(hm4%N##~s_kjLQ5cd}nA
zQQRQ0ML>`40>}-uH46Zi7^-O<ueF4V;N@xoNTFh+G+-E7n>k$MXqB=t`KV<=?QWyY
zp$NbRxYBtGbUu-%y}}$8F^EUqbb|{48qV8f!o<m8Z0D*#cNNW12z(Ys(Yf<5chSW}
zPLM_gom<3AWJFk)I)hh6<gnU6V|gY{b#I59^c<y6#1qhP>8GM3lQ1KY!`sd{NT!qL
zQ-^B`<^_67+2W%N*OrLN&MV4muF{1|^o-K@)I=Qw8U{8>7-EAp?TpwSucv~*-=@S?
zgyx%(gG2i*hCvT)*r=jndK9dY-djXp2cC9+yMjJXqI`@+s5523oK)0ZJ)ba@U8%{a
z(q@)aT_qNGJ^w-xws7SYPm-BF#6=bMgosY~?&Suc7e)7=9r!(()wNcj1!W^;D0ii`
z88YQHk?d_{18Uke3OR{?hPza#pI}sjrw9jBu$xLTd#JPC79`AANp??5--3hUFMRSM
zYTHc#X`Q7&sm}q8ptbR=QNCbc@RBi@K41I>BvNV3HI1c^at2U6bSSzWSg6)m;AvIL
z)mfk>N)o^`8f!tLi>PTH`$h)S=q;(#WWuAKW2fsSRaeNNP;ymR`UV(`m!i0WU(xxH
z#r$aS9`YO}c350qRh78_)(Cu6uD(&OzMdnwm{kPddl~cvM4=!Zz{#sxi4(s1Ev9QB
z0kem7rb2ei=w&29DM{ov-+A$pFplTtqEc2LSMy8W0*uk&0B;8F0*2*D-V~Kx2JlcC
zPm$?`i!Wl1!Y=jgKmP_~6e{G4FaPP)%$GBAF60)!$?7Iw{5m_yjiKq@&Jg+*&Zp%3
z7l!+M@4~lVdGjR*F}h{g$xGK?B7a(1a}_Z$PnZD>Jbpb}bU|9lAnNaY^H2W>i~Aq^
zA^i{k=XYQD){8HF>$@+0>osAz*{fLvm-C9R7DzHm%5%#qM9P}dI(4Pqq~dFCwyT{!
zgUfI6g`9zikGewq?J!ZXmPjhy3S?q92+3{=s3Ec-salexzwtw*xD9N-V2nz`_P0Uc
zCt6x)=E1*;KOGQ7MW@&2L3bD&?CR`Hb@y^t{X?TeEE~rr#-?UwR@c^M=jYK6fK2<l
zJM;4k3roxM3rj0&8_UA4=ElayM#sju&EEblgGyWuXJccd)8(R}i}Ee@1l<sZN^oWQ
zyaAZ6aF|jEAfMGte}f7eyiyLd$<E8XUYwsVDa@A?<j7^k6=fxjjXIOb6bc8M{ocNw
z9-hQ`8ZyXCIwTE)(Wuro7<2}$vZ}sT(V(hAM%2_)IxUSfMKovyy%6wLDlMs3)fzO_
zHRUBWm8G?EsX<+<M|rHNY^bTMDwQhB%PEckekm(TtIA8ND#|oUg+@_YCl}YrrTD%o
zr9~CR1?5Hg8l~J&Ux!PqNv}6*)V1=8+DbVEVaaf;uYF*ocd|3t-q+qeH9WStIe&P%
zbbPvn6KtY?_+;nk>757rt6LvEe!4U|eYSJ>-rWcP`mg``e4g3A-mB;T75Mp&e)7W)
zKmO~V|MHhV`HL?<|MDlF|M=4n(H}p)b#QX9dwBQk?(Gwx$?^K~DuLgv^^L`unfd9d
z&Gpr_m4%_fUYMla?X8XVmEqxmo-RnJ<iKDzR{62fVI24a6ns$}(cjJZp{~wUe_tC?
ze`iOsyDK?8G1%47+S}7UG|)%eeOD*N_?_@s&4HN1*$fOL0%@~a-OeVESsYa|5pHXX
zkBtokgT7R%)#GwBS&c5cITG+Dqk&Wc>!{!FvPA+eLeE|8t&`(mpZ@7-s*mSL2F%S(
z&CO3A9UtAfd-w6<M~~lq{PcsT?>>2a_uiee+ozA;efZu7PaZzLcXE3C-uqA9|M300
z_wEA2Zrwfus@*!fb^pP=NAEt`zj<?gV`FuFeR+jCjrnD)Vly)njIqQ8H%A@q?BX&U
z84olAR0DubO$kcv+`=q6CO^57L;!#j*BPxGbZB5>i^aonj=gP(-aeM7OkBc-5sW6h
zfk=}t$Whwt^y%$hoz<x^Hr46ORT_P{)+pB)%Ig{>D!sU|sl47&TBR1rs<IWD0$o#S
zO=F(LTkeWhd*d}0e|e=kQ>o2qu!(UgU%oChF0u^2fj=kf`-C*3y>-@Rv671Qj;c^M
zL=&E?>RMASo!*>GaShcwvYC0;=r0KND<VTmyyBrg1@nohX2qUOYXSZ%%xMj-`~unQ
z7`-%hW-1l<Ix4BiU^1rQGjA5#qB68LTTH5R=i^Iv#*6C-zUi(T{SqoZ#1$9G=@S#f
z<D}4mvhwBinObK7KJ7+N0cBbB_5yk}i{&V5Z!?{oIZei9q3siIQty({la|GXlvL=`
zIEuq6F;agc|7G9=N)xr@)G;wQ0Q0%K1*)ycDHO1mSp%|KeRgRz4Iz1)+$Hk2n<DbI
z30;t)_->`fg0{=}&K#9F8yVE(he681`^~%<=p&j6h)bv~dG)peDl`?^EHtUon#^p`
zMH+oEfK}@<>0uy)3Hs_?X&B#k((T{7VuFqX#vs+fq5#-5mI9S2UsQVe;^pralw7LQ
z7dF}@dY7arRA%<W6XxSI69#n7n7Zce{mZ`5jbM7h+~6Q1Ss3cBX$tW~WE5q<T<N`1
zWn(UaBaH{_A#_bf{)H>qufCP>JxW2D<wr6XYOX-ai+s7JF{`2uCwT^`K+5YbU3(=<
z^cJ2aiTs+h@@i4}l^pS#NNk0&x3A?~0H3_{@;4Fbqzc5lD}YS!k68W=Dd3E}S3q1C
z3ma@Avqy@>9bA+xdh=TLtI$n&z{={VyvxcIQ6rD(@oEvu9rF##-p($1{d(R7$S6=E
z?`efv7|TeVg)1SiGv(D9^OU+=y{oKRSMb(5FVXElX7J+MFTQhwh6n0NUt}&%R^c0z
zYk`hP5#~z-Cp=G+(S*#?q0JBR4hipD-~I-@SXi^bV1NGNH(tN=!dq8i=f029M?8>X
z3Y_o^)8VgPzVK%_uNWBp$KUvaS1!JY`|I^9-{t<PlE@RkDK5W)jZ<2AU0i-mT%J)V
zd#9|bu%b#_D9S1+6;%kHb~(vGy-90#n|%ShKj^}ZkZ6r0)3H>0yuFi|I5g_CvL5X0
zOt&N>#C*DXApC`XX&hNJQ3JI60WXyc6pCW90)25<Ko`K#%D`M|ei#cv&WN5vGE10U
zu~^K^&rM8C%`GjU2@)*&il1NKTp1f5NTp)fS!d>FSJv0&NSiOrZ|`h@skU}#$UfNK
z+lAm-Szf}^#k#Vmw{LEKX_A3|t;xuFb0RcaJVD(&j(mSK8b;YXUl9kaR+G(2Ln={1
zru4`GL!!K_{H%;D<^Wv3nwNQ_C@)W5QN|?eVV2u{-At^u8XDYA3-{*r`xzj|LA<3!
zkUs;>fkvIq<#hM=^)=ZnQi<4X#MY&;G^jyVwenK6q5{Rx@3yLIm5mhB*HnlL^B5we
zl$TdXi?m8PK6yk$pqCDdSh-Zoutup!Ar)1Zl~j~SD@$e76$+KIwyLZ|ArsYANEEVS
zpjWvlzoMwHQe4zfqcH2Vjie@3YNJN0s;o5CHw4}Op4RTZ^gv(xP=7~%e_Q8BcORH^
za}WA!ZM464qIY0tX?=BSW_@<y?B?-w|LFF@>W`m&{Fgub`PYW?=O5=hhkN+%|M2gB
z@%c|bdGbE_*`I&$(;t2M`A@(2^0SYA_|f|x-#fhr{dN1~?B3~}2WR(=_6}AU;UK_{
z*~OXZ<;D5+)nyz~v(r=Cn@~in{e422Jz8RSPdlJ%cxV`=n*1Y3Y<z5>w>v#L(%;+D
zmWTzXSc^>z^>w%O^`v^c+q&D+-JLy{5qw@34g$>Xkx<lZFc4h!`<%5k3cH;tU|yD8
z3{b`I;Pp81HZX)Jl}h&Xb|4E5jgYwHd!6)ooOY{TQ>#=ft4#Ikh~Je;gxZo39B4!R
z?XYo^w31DZf%j-G8y_7WAH&)(Ff#*BHOhzwmW@4dbX^_n`0T6zq5y0=JDc0v8#iz6
z-n)N?4H)+1$-9r=ee}Vz51xJe(c#hY&hF06p1_zL93AZ4+~3;SUfWn--B@E=-&`jV
zaPx4V3oC0Yh@lXN47(%+AOuD!;Fz6eB-7+1InK%X`MGKKWO8JFerj$OXWcl+ZhVp>
z@CcqdsKsO|7EeZ6+c>1N7EUDFVu{vJB;g|t5MU%`v(poFxPzAFh|THOd4dLS#N-I*
ztRA(+t<sql)f%Z%C6-qg6o{`CN^githzVS`c;(EAt8U1y*5#GeBK#GFyR@M$?W>m<
zBc4suII5+=S4erRHHyq9W6&P|Opd8tt+>!jY3{N`i-2LYkTI3GobCv#P##WUdrt9%
z*WUgPESxZ;&z?u#zm(~F&BZvKQsXtQgoJp$+6vKe4F;(|`Ud(DvJ{0*+9vuRB(#j;
zy@A}ozl}p1jtC|PJI(d{R~e{>@rfQMCdkD4YoVv&!xXvKGiqmiFED?WgggPup%Y~m
zzQ*lyB^MajME0$$=1Q*k^@_SojakH5oAdb9>{k(_lmN>>G{3r>mSHW{ca0^V`T|Tr
zo|Y=5E{no}8hsYHg#aCSI_%$+iq{!)DUipTS8sz#!oQt^o4Tm<N`dt4Trn3e(GiM~
zUYO6Gl2OwU9aIWc`9s1uAy8boDqC8W0StI2>*WI3+cIS)<N2s#lGoj+w-!~@-5|cF
zwdNU75`AKKi=4=6Q>4rml+_tXWaRU3DpMZ&$<Nq;)*dZ`F+=;SH5X}{ifLwm<H8Lk
zR%E<&{bkzMp*l(CUb^~Hp5!gcrVs}&zWwJfe*c>pIj;e1F1+!bH!i&h1_O$m7i_-r
z+FRcRbYWk|H^uhaTQ7X?<v)Gp_3vE0@hUTMAe{<i@UAzC%P-5S-qBh`)V!0qQyU71
zoMaUO+g_)H0XS4#@lLUvqP#Z{4M9HNf9=~?;}CO;E8oc~dV{AA?EK0vhY5;Lh&!o(
zibQ(_k{Mm4%7#41E`}b$O;O7C_BBA@pVGO9@13;+4ty-@7_0DuWff4m^*shdQ_qgf
zM{(Axuf6c??=X7ofBz#Agn#&d{Lvr(!JmBd55M;c5bk?a#PCG$*nj`Rciwu3uF=;s
zvMy%kUCzjQJ0~wAui%EHlv+_)m8wkL$TFu28>ho-#5v%P*qg)7=CC`G2(X1?fi_AM
zSV(rI*jP8A?y>ducf)lL4EFc;^Kaou2+#sbLGmy+jb0t3z@ENN@CgZS3K<9k;&q47
z;&0Cfu}$D|7sB0RNPQz+Jw0p$o`!^`of($D^Gi#sOwifeJG#YSH(}d5xJj^Rc5ZHc
zWBuUx=)vQMkKTR!(WgH+Iyu?i-Co~V`>I(HU2$iBcX?%ryM-~s4~7FDv?V~Tcsv{t
zBnLD@%<)bKilNElYVuM?Z)i|dl*(n2GO?(LTx?!uVO~~wd1+;3g<LL&^-?pYN24+s
z4XlMztx3rLh2{DEgWaC4w8w4_`8?<sXq}-@*kUxBOy*E9(qy%JUG9L;!RoVF9lC~w
z^0IP^0j06LzD5o!r7V-lOQbZTTHvQBmylOzYZThr%BpfnxkOY~Np}PkTcJ2F8>ptM
zu2Rv~rKnJp79&iS6y()bqDhMDYqV-5Zm<e9dB&0=&>MEI+A^tJTvS$Eq>`8GYHIX#
zYJHu?sICWq`D~6<xTQ1E-i?8!t#7b%s4Lz&nC_aK7+l_%+C5zFY>5q~+qPFW7RM$R
z#wN}VPFAKD)+Xmay#Mg?XV3oq-~atNJh^|pOV9Z$@Y`Si_KS}``}oNRl*o~v{rKs}
zAHMtH`;XrzRQvAT$ESy<I~%)aN2h1UXE%3lZZrFFb!`(0duefXagmw_aLm;B@Yd$~
z{_ZyM#)1BJLNMK3t%CzS)J_aj{xIA>Iyx{tiAdPRq@b>@R(uB>fkuacWP{U_Lqh6>
z{3B`S7#7Z`&1Q-QJz=lI$E5lub2P%DDPV1C(lqGEA5y^=3r9d$X@V*77^o>2^3t5o
z!Vti-w6w$;5NWWlzrUlS6BB>H>-KwGI&B@HW4pQD=QQC)qZal&dMV5WpQ09Qqz{zW
z-WIi(HKCxxX3=?R7u0J4jDL08QmLrZVS>Kv>PQa{u~zE@WFl_jp#Yd|V*Q#IdeF{p
z-}>a!k6_F``s8Eg1DxHVsDpV;r-w&}#}H^|r)PKW+`WJI!J`NF9^AY4;6B9KoqKmE
z^FZrdTER)Tu(G<mfr2Y+5Nity3)4$Wb8G8l8s?EQVevSC6Db9%0oaIhVs9HA8-ZS%
zm?Ygf&PtZjTVev8-RXfr7S34Wu-L{^?JeofWW1H^lh5un1;U<aqM6H~Xfq`np_s=X
zwtGWXPtfXWHrsthcgWb>V)4f<4JM`Cr)y3$MmsFAPFqv3))mw0opNPEKKuz<6=mH<
zcVV!z8euNfQx_Z3`a7y<DG&G8H8_hE4Oz&bmor~{C;KHl*z{acM^IY#PJ^oefiE^#
zO*)cJ_&UT;Lk<m2BH2Z9{X_}C5@=N<>G(;56Iz(cl3$_8<dlsJlqbE2!JFUGgo%Nl
zxSu^%?rl@D(Y?^SXkIu=PVD(1%Cd_th|1nX2ShTfY`9K!0ET>gN>s7EahaI^cj*A9
z698}m@W?ED9gUB!R32SceHF_(${;WR=t#~E=I4#KUwGr~7m=>;cX0z)Ak5yh3b1hv
zPy|#13{a@DbBlnH7va_doyzDy9q~_Fw8Y(7hFFYOoRJEkAV8W-c^v}hYR;=-c?MG$
zsF2DNzro`Ql@V&vubFz6hzWz}Ysg*zQIe{1Ri;9d&2JT&>mXI23%C)vkepqK@)|SW
z&zl*p0#G5rXpng2&F_G|a*Hp$bK@1z6sjMMRa6|j@V##^f)HBi!o@#-^W1ZO0T^}>
z81~%@7hkxV{RUVI+=Yh<!~%?AYz^J%Wct`ikk30=uK=iE`HEz3!Qj;z3KZI$e90xL
zJmX3x4Wh!v3j$Y`CAtVMg4q)$N5AwZue|YR@N(8*In);QQ#FuvvbQb?q#Ss)047jU
z`8Ej@UYX2-3(V`ep7SbP7Cn3H3<4rEbY6MmJ9*+uSib;Wm#)5$nfv;U+}Ez>ymlk^
z%^Nvyf}^h8cr)Y1C9yO&FaLUBVV0;kr?kANy0$`7UsI=1s<ldWJu?T@CQH4w$>4CA
zonEWE*&c|{Qia)pAvj?+E<|I&aMT}9gy5-2Mgy+;2Y^*we6xl}>C$29S@+;j9~&~7
z0I?wPQ%N{&5<1ut`h@|tR8Dtt0OWf*HZdxEXPM)-jLx?(Jv%WtGB7?hG0*pYb(!vH
zR6kTgQiPK;QxI8;E6a0>i?{CFU0L6lM{d~LyLo(ac<Xfc=E3&v-o_>tqzx8?pt74s
z2ORhAKDdAT&K(XT`v(W_J$-s`bclw?0f8e1lS4QX4h#}B7d95C_9mOh?F<Bb;ZU=q
z$zs$uSWJ3c?o?)}(etE5#f5on(&7TJOi@98nXII;yiBW7K~FX6G#%Y-w;w)OT3u;L
zrO_+h?xti*7`F*|s!-6+;?ZHVhJyiz+2FJo@ya{x7B9g?yQ98NMJ1QMQ5S4(c3MqM
zX1&>Htk*WwYqZMBN^MP5Lyf#vUZyB5QC8xj$0J{)RViW5tPN^~w5YLGE*IxB61%QK
z3L=yh=9Lx|Nb_?lOC%~q1*)Q4CZ;yE6k$<POm<Q(2C5ZRmK5n~6=kBl(!#u&GD)Qb
zeypgbyi{GKFsU^9T9rvt?=+bG)~05=OQ0%asez9E(cbaiWKTLs|4^*AE4{cjv9dnZ
zmre|(Tep`t7RIKQ#-|o1X7^S$S0`t87M6eZ+2{ZI&tHp=&pFb09(V6&KmPJZpM3V&
zhabKF;K^qne)hqm583V<o!vV*JG*&wdT<Nk>(0s9-IKH9{R8NmEn<X%1i7*>I|rhg
znHZg!99fu~+TGe1?C%^LXct;hTOxR|$RD?*67A_$qK`eD@VQ;%ql29tt(Y3dM|wd)
zP)uDN1Z%K-;m=P6n_Xydu~>*<^~s3K>jG+-T`s$u$gz{39+S!Fb~$hknDh;ipdYh?
z$Kwn|7y%X~6B7;xD2)jQLqo$<Nwi}pSl?J3qz!CpYI|pgRUtn4rKS0a$x#jw@J{4_
zgz~Yz?t%UuzT*yyK~q=hYHG9^>T2XtqqfFvV+Mu7sH@egD=kKi-O`A^b!u{WWVnxK
z+R@%J(9c1)C7p@`HNlptmdM1|5J+qu#%ykyM%w9_sioybT>8kJ2ZskIw~pb>9zS{f
z;YS~S`q`%+Jp1t3$IqU=|KuLW&bznYee&qugS!tOKf3?uJ{;QC&gR0>!tHx^NN&zA
zQFA*7X$E_S@r-3GYgpJee#Hhn;~C*J8wBnS_d}hHjSZrOj*JeDjSo&vjc~r0m>L<M
z7=l9^2A~bm*4D!soVaLrH!cxjgj2FLffRx>EgBDk&7$$<wsr~=!?C149CwEk9#^x)
z;Wc{$O)ekjER!$P6l!rrT3xZUBie3j?f0dJy=^1zM4v4+<m#FTw2ycLDWkH!I9Gfn
zOZ2ANBx!V()*ABF=6rj&9PX&WQCKF7UlC_vq>*1KlwK?>xrmBaXXI?2rL~C6UYMx7
zY8{mw2x>RV>jcDwEh;1D<$9~c8YrV(0eiO2CANi1LtV9fi)K1ShqqkB_s$#F^Uiw)
zXfnS{s1Wpp=ilfn20MYZu4Z3=24SP_o21(tmtVjE4w*v%0z;$lL<t^vd_K}QQQ`ny
z_>Q1!xc&9K*Esvb8Zl>zt^mr_Y27SUW(cnPk~eSUzREQjIj<I$yj^E3)VnDQWt@Se
zsv#Ri5`Py;){XqvVaZ7FA*BJpxC}%A2Lb}C>T|%fD37?&=$*g-Ppzoh!bGZ4IJc6j
zYv`M(U{G+-clpvwC~=61;)=_qH5qc%br2e?9s3U>N7;z9>S~_k(xnWB?@&f3P*MzQ
zfG@g{cOk1lfRtoCE?%be;CtDHuT#aDD|!Rb@J8Mn8QHJBb>$`WzBewt1eJu1>ZR}h
z*;`j$1XvOYVV^Hw|2_i>#pPJvA;E<C^>4iW=fI@zUHDVF@0cXWv>K+MUc4*}<l?R%
z-}q-{{;Mi|K8ZizVp$D%`>m|}*MWRDa$m1)6swIAsr-6zX+}kj5Jf3f<d#(y<cn^I
zrFn%#*`*albiCBom(?4p*z{(V&C%H8XtdhvZ4RB+XY+V1UcW66cKMp^Y{9TQ7He)z
zg<4bLL`xtR_Xk6sP}twv8skGw0aaIb8a1$Qpyw;!DY<E3_E{>~31QVs^;9c~o&lzt
zbwF*klYj<jk=pJb0D$!l4zd_a_w<tSY47DC#pqo^_`07jR(~JXDa;1Agcg_PN&T#C
ztigCA|E;X8@|``th28Y@_!MjD>Dk>oAf?mWXHTBKfA7JA`;XuK;G>V<fA-Pe{PypD
z@mIh4_y?bT{>A6mBo2>{Z{4}WZ-HL3bJ(>gEgWU<v0V+1z={u$K;!~u3=Vz4AchS$
zM^#*43}5qk9I+^orshz<=XThPjT&tomUV?vPI$0fCJ}+MWMYxDs7NLeE94bU3b;JJ
z-rm7fsy*QMM<XGQaj1}jAVHYXZO7T0q@6z9?(%qX%TpWH)71vpJU5*5F<;1_YxFuC
zZmZF5)CqN4#s)B$PNQ{NEzRyGd|b_5cR1h!?U@X^+Nvt4sHj9#NC|4KoXYx&8ik^=
zOsb-gt3*^HE~qFKSC>nar2wj8xwx=iA*+!U)Rq=0WyQ*JSy65_<z2LRX{*Z0q#_wl
zCMQ!`n5(I(fa5AJE-Ww3EiKNel8I|eCAFnepcne1s<NW7rmnHN&eouJo2`tE^jT~H
zySp`%Xlag)_l*yA47HLua5slto<ztuKH0IpH99lamJWM+TT>m;_$swagOhu!yYnOC
z0I(nb;79-CfBf6?cy|AKpPu7a;8(x;)t8@r@de-W4?lYE{^JL??%lt2|IzJ-`<uJB
z506f79^5`UCFQZZzJ2@n*4fc9qT1%#CfnBf*7oKWDw$A1F*OYRwX?Z3MO{NrYIulj
zO>bMW1rL}IOYBIGjSP+s^>(BZc<*t^gIJ)CSR4{VPPN7v(Fkf9AL$wBYfZH>Ue#|g
z*E?95HrXgt#?R@ZAkb#>d)@fEOnMz*oaSavEJP!*uO$)T7>LDmbg0kcboKT2b+XoL
z?}%d(O}0*qqukA;(`lA{v-3n3CkRWj_j@;4KW_Fh=DQOod>RYZ)Wqc4>Lxa|@rl9l
zF(!S7n|*G(iDMOgG75b|jY*HEw9>3sr&^l3I^xMhpe5Gak&1M;NBetP=ca~QB7XL#
zH5TaUZ0+w(_jIPPoDun?PouNF6>Ns%1H;$&$RHDz=4K}s=BHOy=Go?E`RByu#>(FA
z=KlW9!NK0Glf&D$Z{5Am0r&3xhxc#ay$v3NHzOm!p&JJp*bL$F_}0nEtrM;}60SVi
z-P?wd+}qnaIM@{!xy9L~mHC}r-lvth`AN)rD=V`gvBf1J7qGgvM1}|M4z$Kja@K%b
zBO5h50yZO{I?M$GlwMTfbSoiNMm{B4<1WUsdEG+7op^f`@ufMQ43o@mYmdj0fpFXx
zh<buCZz%3*j@UzSM=)Uz#O<Mk2W>PIbNNHoK(xslH2T8ECcnn$sJ41F`lgzClS0*4
zQP)tWG03$hd5un@tS_pl$*!&!)#{4MYjPCoLU~<&rHZ1YYvncBHM-*J22rItSJ_Zd
ztpmbkl~iTKdv!DWf%Zv5s7DRiMJ>E9sbruJ?(ytmVG;q=Qq}r`3KjWE*eZ0ZmjFDV
zf;TQvUH%GMo1jtVzRI9L+&(l=fy4k{#T6)nSMwzoX>XHMypvmWF(dmzcHtW!7PLr7
z#Z|x$<C2-;SKEl`?s}>6nxy;+U<R59oA<Ts3kA|kSF>J$t3gVuROLbtWfxu)6wmW3
zq025K4racBZ7H|t64V(Usz{I46|by?5>#iv{?+JmN~^Ew-6i1CdYjbjEpM<%s<gRG
zM!u5q5<3hAlT~FDO5cR0!_ZYx`wkUY4c6kKvMY#*kWMrz5OI~^jaO&!ERbA5UpzE;
z^35yXrA7=<73CBFMkEj@#r|B$c=^ipmtVX1UC<ZXd6w||*Rx-vU-aq?hD5(|Ipfvr
zLJGLvzMg%F?ONuW*D~MAxN$kJ@Oqvoqp;|PtgN6yQB<vx)oRLB_3{Rz(&Es#{6<gE
z<n$X|J~o3lVD;cXZ?^kGb~xBz%oB)sf)N_m-GPv+CCTY96pJ^f+GszBGVhp;;&Zk%
zs~#*=$#AMIhG7yMm1eP!WY$<1b1CjnP?pe{kcxG7Vr5Tph=89#$KxXnl;Q(Vt{Ex+
ze14hGd(++B)gwrU&_un%!>nTZMj0bJI!F*377KbAntgg^g4o~42$l-W;w)|O1_<pt
zlau4L1@dJCCf&Y!hXvH#`}ZC`dieeaPd|M2;g>)A$uIxvFaP2fKmX}Zzx=!3{^no)
z`M>?o|M{Q)^iRKk_VFhyy6)Y-3k`mHditXue{t*d?Ab>jz5ndlXFvS>_~e9@($?12
z;`{>7nfZo2Ob{6!ZlgfHr6q`FNMTkuB&de*m@sYH<-~N+WHmI_tMm<OE$;I&iA+*Z
zhS^Cf5*K7sOj;q6D#}Z16mpKDxM*Y1D2A?{Zr~MtU5pfA(b_f2(}pP<8td*GAo9oo
z7NdM5Bq)>4CQC|4K7~k`x6oXV^?^GH`&~_DENm3co6UO4>Q%Kh7JZ}5sIxR`D50-c
zRohH@i@~7NYANz!AJjF~D3xB1&tfuR)YsP5k%cTPF07CgSCv&%%N2|b!sW%-Yeku?
zN)88>F9(Sg6)4NgN{jNUN=0C*azJBIL5YYhAHO{}DwT*tdAa2hF@Ibs6;%`$g4X1c
z0!2w-ZJDH2CQ+71YUSmO($-d0TQm)3f%UTZtoATtwHXZF<c#{7W8PqEFcEh7gA@oE
zOd*Gpy`+I-Z-01xvL)g+k7C|SBu0A%K6v!>-P@06hsM{Y=fC*qlmGWW{^L15&wssZ
z&*Llbo8SDyPk#85Pd@mV?a|#wxAu?0TKEYMclP(zw_%HpcF7AKt}l@tTzPco9>X6u
zR=1cyw6(fP0~o|P^R_8wn3)>e+uouFAI7U6P(u*9HQC?Q4&{ZyI5o*vnlcH@UF|>~
zj8(KlaHvZq6UdI^;{%C!uq_#GOHu`BYfA<!mU>7quZM3v>$afHXsA(Ev3#Pw*ntG8
z(S}0JeVvJb%QD#C9g7kjY>J2dK8MZcbf%LuR8UI;0_?-}jz&5@F+rCy`-CgLTY!Qi
zYinzxqr=e%hp-^MVWhLCC&xfB@4ox!!;jwm%m4btU;g#asJ!^*AOCTCTPvoo(Gi-)
zI9&HLu80GETbhh@I2!Urf`CAGM=IRa9!n>~@sKZ_2)4z1>9{`?4-9lOb28LPhB@E}
zxlK;9I_NR`ou;-#h~I+Ty4n-OmAX3;!gFtpBW@yVa_)e`=Xgkjb8=#IadCEKWf4@i
zx3^7f^YCc@lo93_%ntYXiL42w#&-Aa*~cG$z>)jOQ<${7w{9I_LOVJ+gznqi27s;Y
z?rj3e78mE1SLXRA4I(!W_eg-A*UT<&q9?Df&d$wZ)}5Xa^bv|@5i(Z5bIZ8Y76=zG
zyoq94nm9Q15I#p?ITuz2Ca1@yXT||?V-vW7`zd@IBIP-N^`(dS6>~zc$MCwP)3jfQ
zp%nOJ#N!k##_+H)`>BJ5q4tEpv$bJq!-;}08U)C(?Bqloh_L>2b3Nfur`OEcna$xd
zTb+8R&m4%lgHe|+WOFtf0ts_CWsRnrkWD=iqr<OtHtURz8k19_x7F1ft2KryowY`(
zmDM(sSE)-x(k!tox3D;?xFlO7Vem>`zBofxnU`ODEi?aeZt<1Mx_p`9Mp<=siTrwr
zJd;hSF09rTS7}5w^+h^cnZ_hFIpvT!CRdr&t1vn$G^XM@y{O(?BB{tI5MRm2hD4&B
z;I&uZcmcRls?4oaiLym+-^jn1BYF$MM^tjPxbzyPrYkoty!Fn@Sp}C$Dl=;vi_Rey
zg(Nwp%1m~kQ2KU`=#t7H6IZZ@nMEbnuV=rNU2qw>EwAWuc~xGuwnS3K6S<L7@OG&p
zr$U)suFR=ciz}3ch2rZX3BSsbl;zYlNE?h5)tZv3x)P<Tq_RdLua=f8@Bx-!bE<2Q
zo0>F6s|s4F$!TzU%nameG}JX3R7SJbU{aZ^TAQ62$}mnwkKc~N+~zPky-glJla#&9
zA#W(+YZZd}oU1*tL~|k$NVY~$>xM`AiQ)7QQ192)KiG}yiA55f%v{;io9-oJ*5BPr
zKyRR{pKJ~W^>$EJ8{dVYp<X^q3=5+JnfS0^ET5Vj9HMImmsAG>$OeZXuzUE)mCP68
z^9BZMZ^r-{>!hl^2hK{k+kt`Ze!ja@)(9}8gP&lq!C@+}I0y-}6~k%UJJNh;X_#T7
z29R&T{QT_Z<_0uB*=OQ84<9`MQ2q30Up{&A<dcs-`q7Vm_{+ci#qa;||N8i&XXt)U
z-+%n;zxmadKmGF4AAI`s>C=1n?jEx$Iyrv->65cFmaWHUXSYv|k4YLrhEdmpX@D^u
z9HvMUvO^rKFiQ}*!5>9)1Up2}1SVLI(-CTJ#%sZH$ICz6c8A?;HZ)*RR}t>3D5Wy1
zL@a{wk%)2%bFSxRXF&cGWM`I_Nb9N<w3WJCu4pudvuv=hcXo1u*B}{(t0(w4$h5@1
z-d;BTBa*bVy2jv;1bN6vthKG9dtext=cTwl5^<fU8lxdUX{Hu1TY&IlC>9PoZ8o3F
zDO7PaXhC%BnXXZ*!3w63YwHwhy0@g_Iz?rJst%`qO^vcvrQ+yq(CH|eph3c6Yr>t2
z3kzf=2#A&Cb@H-?nko{As!BywX-Tz^Z7hS@Dlf_t<y@;MDV7xEl}SXBf?QEfR$<l+
zc}a1(SR|K<xxP3*r?jXL7^aYkOF^53x$<IBU1`ZV>jm*uqE=M$aLk2ltX0```X-&e
z+2#z{-C@catqz;cXw~W5W=l(R7^jOzulE=X9)r<m(kDXp$+39EXNdW1>1b$%;d(=3
zt5frH!&6UgKU|xc{q-+?`QLy4`{(fl|MfmS$FIQee)qdCKK=aJlMkLgdJ6j5Tw1@m
zxwpQ!w!XN!I=_s@4P~-Pa%OR5W@37GV`qQ+=FTQ0%NAhlkXZ8OCI+RYd6GA?I~yCv
zd;6{NU~3{wzOlcjqq{u;%{4gC&54?^+*qxWESXZo9_jUiQ=z0G)YYEkx5LAow7P_7
zm<jt^BA#f#j>d-#)My~mXg3@53|!S{Y7IISnHYvmc<i>Y*Nzm3vKa{n8|t-8d~Iuu
zV&-JfDx?|A8xt^K$<P+z-*{+`*UMrLeY3ZxhbGweG%m9srG6al1jp29e_LB@X=!$I
zW9h-Yla-|<zsLQ*{V)G(v){)dcV~BRad8oY*2XqE0%G6t?mqUc74$$}g2jbND7#dO
zv_LQ(26}m!Bq>mOKBq;mb=wR9m#NvQPlTOui0mePYt+Y{cD06vdQ<(~Ep2gcD(dO$
zY+-6gcYCa>J>HQ{;92d)NRkKw>IVA|b5nFzOinNnKoAUPAR8wKmlkK%H<l^7#Wl9J
zx_EPc^U<SwN5=<1wXH40jupJGd;5F)2m5ekyL-D}PAE&R<R?Vgox5j`-o1b8?D&8-
zx8uVNrk@`jp4_@c`NrJ`f<Nu<gL^FGk4}zufoV7Qh&EtcA*6oZjW$O~8V>=7CiIW2
zEzQnjRuMi5$fKyDU-fd3{hVK-op)kJ81gxZCyk9c2%KIaD~L-7&Y3}&hx9pMBPWZ5
z(mzgVF3E`L@o~CuCr5e0f`^$D{?GttMo2l%m<&5Ww5BPpB}tEWOS~ma$66>72uA$D
zs4v|m6yb)r9P#>tZm>Zz6;C9ip%_C|f-Na#*o8vSbP-P~9VM04JJ89MBo|^W!AQa%
zPX;0J{9&gTHNp>B=Wuw;HkaP)XmI*W4zJ1XF*1t^r<^y`1exP%Ha2-02&Hm45Oukm
zEjZ`^hc2HLTM;+5ISp(UhaS+_<TeU-W!KuAI(~)e*y3okxqvYiPqU3XcLhv<Nq4~H
z<NkxVlB_(s)zOIT>kkQt)E9IFqh59%z7dXye+DAdF8L!dx;KG9UVM?Uc%T*CUkKbG
zDAS%tr$IE`N&PrI$6Tf}iZ=2{C&N$M5^2=`4r&dOydA=<is61lbAS+AIt_&!Pq!yq
zS|f=hv->FLj3Kd6y@y(zXaPb~deB8rGQu6->*2v};>+ZqaU79=M*RmhA&W08%raww
z_m?-Cl^D}2rl!aUPtMH|wi_e<f=~{CCu1^kUe&?~S0V61CS`gGHzUz$W@oUSe*pRg
zI5*UXXxP&Wanp%|fcr#w2k;}c3)U=dAfPg6aq32sII^e&gs(!N<3Ao_VR3O2UTJ5W
zB?g!Ig79g_5AfdmPe1v=r?@w9Pkr#g2Ood@?C*c~+rRt!-~P?t{Pm}weEgH2{P_L%
z-rb{-=7^;WIYPk%i~AD(e|c%Px0?qe_rpPs34sxkj9pz_JRF~RP$sk*+NAK2B?Fmk
zg>&aq3(x{((exf__Q6~c?zR{ksSm|#UM(-FEG@3UE-o#SiSk6bHwyE!C77CIl2SA{
z%u(f~Y&wmmL8T_3)MPO+3K6=xucx0kheZ_mpIf(1*EvM9#9Ce@T^$JqqfEi}xFd{H
zi$=yqhj5QFEe=B%HZx?+;o&i_%av@2vsh{lgrecN)o2a+n^7M)s#8zO%tRW!boDxp
zv_6+xSy@$AU28R&@N-d4U$0fwD&<vxC}m|uiKwBDAwle?tVU6Zo>);<O6i2MO3D17
z1`RhU$J1X{B&wkSH9uD-DuAl05a**mGW18Bo1-WJbmijpg1M?Gm8dIAOA2yI3i2iS
zIVFV!#d-PAWu?XWAhh!0VrhOJ|Ah6D6>*`UT$D?^Q6ZHmB@z{}M@g|(A+N7eXeuik
zs%rGin-$QP!DF&|Og4Li!BnT!DXZ(1RZY6aW~<GmYp~aAENYcaTkq2Am|rwJknBhW
z6Cuw)N84ooAa;!Tk*S_U+v(on%GAtX|NJk$uKaqAVa{{9Yya}!{^eulR^5N}{-bxF
z+<$Ou?_hspXJ%}Qu-)R+!u06W?8MB{%)-JHMWop5*S6PpSK&n#m)91S7?!;$Ad!{%
zscAYW7H4KpZXROyO2h*kgu6Ri>98SNGd9*UIM5+veFl3w(kXb6DGtJYonutscP5AW
zX`SZ~+7b=>olSNYdM%NVRo_6<1SU_8WNx=B&>S>08eDdZ-NJE6K?;VM^&F$@HVfd&
zhLuyRCIy+Ib;9SdSuB`8op!U|?@1(}$(!*zAbmO=b_lngZuqyhV89)V`u#o!4?#-}
zZO#mUZApYj2D@1#q9ss$;d6Wb<d6O^KRdf6(L%q(2I)lxQEsl2?WFH(d3kY@NaM=N
zd3Y1kg|Pabni|{PSh#m{p*89xXh0S1?9|xi8bz+-_&&yPWC20ZJ5WYiLLpyMJm_-U
z8^b=E+oB0L^#PaOXKzS^9kGz3JsAL!!J+lE1$)~$?)iE<V+<P~8%j?Mw=c~PQ#m$2
zKgKMknd#BlY3{XyvtA#QY11*F8o|=ej+XAOR9|n$#P|qjG{!>VMx%LSdlx&|JjVV5
zMyH<~q921N4^Iy9?jEvQKRX3(-MM%7?9SN%b~Ut=TSt30cX#)Nc3J+4P{7Knz=lm?
zA||gnH;uVvm&C>H_TIrBb2bTNtpZWEw#c?)3FcRuJ6ygAe%svMTwbH<c9K#KP6$(+
zlo#hVHd#APq3KM`Owh=&xU|5FyvF}F*XXvzqD;-&^6D}_i5{@$+?ew$A}Is~SpzQM
zf*TpZ>O6!B1Z;z&gU91Z;hN(djmf92y%irIOdX}T0>Bf{1ye}7=?-36W)kQOays@r
zfCsk$V02*k83OF}w<Hsw3mTc|SrSg-ZAp@+<k$EunNtixY}|ll2D1;aZDX8cQNfK7
zu;|+D=mMg&L9I~rhWG_&IsYv;KnvrRE$}?BKp2pqg8)KUyOGhmdOE-rUwxtmnbI|e
z!@HZ4HV-QJjv$e!a~T7O3NUGK7_psH9DBl4zD^z&C<QcPKq~qgXMSiOehvxuBSbd1
zF&oKbUU@#oyif>m_yGA8;u>!#vKp7!z&Su5&@ynB&K4+5M!E9x66F(QH^|`g9G~!k
zCQCzR8A7Q$-PfI_b%s7<f-S<QZeo;g3T8`ekUZkz;yhO_FE8w{Y}*uCTh6K7`88H|
z%S?+Uy)wg_xWwm+dB#f%ApDt`>2t_51O_7#2uaJwfPF?N$K3u^r3-OC7+Sufd_(v4
zcd!-!jDT%`IhG#S)hDNBc6N7fox%vSK-@n(Jh*jwil6HA>^3Ot-6zmf{PWKJ`}YnH
zkEoYn&9c3{Jv}`=KhHOPnG2LWkBy8$6j93n-lI+ndWxD+Kj=OX@OV6-AftPHxFZBK
z74W0Z2PtacX8>g74ftGMr_JNAVlH)AjW$EQy1Ei$IUaX`$tlb!$h?-Hc`f(GwL)UP
z`MDBN9^NO^L#xTqWVHnS{<*o?1BkQj&Aq)nc5-WTYmXO^1r?v*>FL4VUfu=}9xD}o
zvO0lmUR_+makjX)fa`x`V1WEnz~^mc>JU?Oqfv+5(UEFpQVFPxuz55Z<yHjA$qMjm
zV5Hye4>yP4shX_95NmUT1~V1Y6*=76EoKiKoB@@y9zz#Hsww4C)l^f3+E7<Z;e%9E
zK(#52rj?~d)u1LUSTZbTg*2q%<mVn3+KAZ<G*v3fXNF@n$gH?PT98B6gsdpPLMkqo
z6w(nP&CeF+WR@1>0j}hdqN1$Ka#5i)4-8fyK8IVyIhk^aSS~KEWMr0DP#gIZIbv&Z
zK@DAT5=nJwNmYrM{tC9n+M34dYE7lWsHvx4%uu7YX?4arl}V*)s6vjEHz*ZGwc4Um
z+cauZUA4Zt%B&K8>oVy*HdALRGSu7Jm5TLqk_ZKdJG!TOhc_2De*WX1{p|Cf{KwbI
z<8z8}p5NX2{XhJkZq+9b9-~)1B%`;xf3&@aA82uEZjh8uSO3KD1mT|1eh%D2*wyE!
z<~N!4I6XfxG>V;Q6&wN?GBd|XY-x6mEab}KJZFFG5<o2)0n@E91US?;RDkiZegSk1
z^o<R4O^o!64A3DMPtl2wy&#Md7mtN0^79a8#LIxqz+<;iv>J^?%w`jwE}yH(qF0;s
z+9s=s!vP*nfEIJTy-rIs;O7s}ADb+2?Ha$|$t2cLzytUqUlWUjVZ*qbjE8|<csW>T
z_x5&T?7{*{e3Edu;HF4KS$eXlMteZ4WQq6fZ+_$ZFMKx?3azXxceb~2oMNqw9zh!-
zXAsKp@rq#7g}|r3Vtjmvqu%25$l3OISJHj!c=zaV_xNc40aYD$Z{59fdISR5-MM@3
z_WK_`1@_ELk1a3HL7*)!&M+}xW@?0r32HGYqy++me72y+;<4)@ev8deV{A~`jCEFh
zwa2Cjdm57wdn)1S>5LBaGFHve8uhd%o72fasJRK)*4G*Lx=g`<GZyjSPvb=<WQxMu
zhnmxqW*`(P1Kt|2FUMOn9jFP;iG;I2Agim0jVpBjqdbzkq>B;BnJz~9{9(7IrpFmH
z3$Mkn0Km^UowAtyrvOe<3rmahiwnfHU@<sLPEbg)hLdi6d2IzqhToVIJ+v5qOXC>`
z3LM3F^<gyKuTG=WlPhb>KqgQeb-0^bn?SWS22E{%y%zafARq2!Ov~rkYz5rEvbIQ?
zo()SgCvozjt1An10izV}?g0~tiwWEE>i?g!5S|V^A#iSaeq%$ZP1z=n4|mJoGNGNl
zTV>>dP|L=rcx6=}6?uZtZgjG70mBbIYMv>@Zs0vZpXC`Z(WW%ByAL@kjNlc9BaETS
zGMj~u5Zul*SmK<(K{cCX%qTa20|byTS`-;=c6Mf!$)ro%5BNcFXs-~gK=55b1zP3~
zg=e<`V@b+w14O|M0IS@RpFC@R#m(k{tilKeG-aL|Pf*|_0XEy)Yx{ef;0T&hc6Ry8
z)zvj#Ox}WdPzstgfP`(8muzVXOtJ-)L$~ne`p(Xl;2~UJVMG_rc01G*gJ=Xu%q@l2
zP}t!`fC&b00WE{s5CnN<6Jx{kvs3FliIqjJ=V@|1pD3=GnVI5q#nS;I!JVFyM&KGg
zU<*9Z!U9c}^uUbs$pbAcFE7zUCFtOMTxhG}00Rd$J9%)tzq|q-n^~tCbZ(A&=A8nl
z-+S=z;OO|?{riZ6$HxaZ_aS<B_~q{I-lNA4$+^%8^WJ+;9z49iwZl8LzqPeFH#;kc
zeZ2^9I1nQAIb)yVim&K7$Z#g}@MXt90mXLS3N5spGJPWw4p5X31W>{L*abl4W>ttn
zTVJQwQsG{UJG4e2qZ^@GF8q`+2DTszSrAZBl$%*8E3Q+NGB1ZQ&{~ZK*hXb3YUupZ
zBJ>?c7;3nfbqm>de0=obhwtCHa|UR<xxasOaImwn{{DOKz5DnPwte0ZzK(oH8IOxS
z?7ZKimsIq`=-4@~Z=u{7w2GG#q&zV)+S}d<MkD~9PR5xS;>A$waK?fm7*My}E~p7^
z7fS;UgIyh+T;ptNLPX%GYvHLGG*w7}%4%dgTI-DsYAfiGmMw(>0Ti*((PUMWmRV^n
ztyY>b(<>F38P`gR3h8~273VQ~Q2?0$Dyg`pg6CdAg_lmF;-B?Z<%OBo<T9D2wzg6x
z#@q#Ps*s4QnLs3HkwrM|1+ptIw?a}xzeGV+rp?gU-xh}%E6&X>%DEvc%rBwVH8)$D
zn<>q?AuleJ73Rtcax0}`keEVRT!r0>sY3$#l4})}s)`DYyizGEQI%ITR8}=At959R
zii$e9jPi<lp_*0BHD-04MXS~!-PTsS%m%mF*i_#Ta@kYx>aoD&U|+)PX$wZyrWYUH
ze(-Pq`ftDat6zVOzMfx{^Stia@BaQDKl|thAH4gNn$bHaw{EU8-+E({mFV;wO~3e6
zS(lFwQDi_=j&#lF)W`(P7<d8xfD<r&E|`d!DS`M}nw{miySv3<VS=$jvj_pSiFTy>
zgynckTWbt{W@@x|uqQpx+crOo>mq$_dhbH=VKPQ5cG>oL!0(ENo6$S)$_BhP90d%T
zFf=xpje3(_>vLF~HjCS7gV@&AsaO?8!k$P7uU8ZRW-(BxtoC?d%^HAVK&cTPiAk=l
ztu%yjz=Tm}fe8E<9T{v(v2Jy79I#qo*y3mqoX}a)bI|AP+0ue88GY@QmtXkypSc}o
zidzMKu7j~0Ne+>~LypAJu#dHEO9G(~VJ0>)Hn=o5y|+4Xw2DLBb#n(7J>Y;d>FmbZ
z{LP(>1G;xsmygl)?%qB<yTu8J(<KVV?$#=_5IKMyOjxT6w@(l6-8o!dnAq7~-r1tt
zb`e=`Vzh60adK#&a~PctwJqN4a+m`CrdZe+Xr`^O!R0VFd#tgbGaj&qeU^a79BQ`5
zBc6EJ6Am~NQGYTXNXGp5&^p>!{DxZN0WPQTGsl~gQC~9d$9o2m)72L5>uek7Nz=nd
zG?gh)Bf~vR7hz=jIc-RMpks8Hs<cU_M^TjqiU5ir<xD~l2s8yLcZ8u~4*Vly45peD
z!dT;+1cdfQetuOn1Ve{z#UymfB>RU5Y4pR$a1Wet$0x_nhaj}WGLh2<?J&`uThg#G
zOYRd3G5}x&m?Rk3R#uTg=Qwxc=o=dwCeA>X;haucfLhtzS>Hu0-{oAr1dxC#xOsC2
ztg*N_L)d{zw&TNH8bNsHc{(65HjoClfxSCC+{Zh|cJt;QXZc-5xZm6b^X%>I9336p
zJlOjR5rHc}Cg&(_RX{jIf~mt>Sp+GOZ#_G^1>~kF4mM_M3tDEIpNnMQRu<RSR^Tys
zl%pd`0(MT0_aPk#RgkuL^zh!jd$%7xya!N!{P^L62lqGy^Pnf}&*?Et4!gmp2#@#C
z@gaA(bKXRUk&n9~bFmH1LJ?*kHdpW5J|RJSpF6m7dQ3IctrLocPfm`x)3ei4Sd@c<
zgEQ{u@Zk6uQiy3>hqtgl9^M4QF#6%}=;q0-L;Oky2YXvv8z46UzQTMif;oYUi(n_p
zJV8`z>+2A~8v<^h$DIx$1!4iB1euzv=4ZhO;9l@801P<AyZIIDXFS=|6vq*~>_hyV
zp-E*5bh;$ygRBXN&5(iVqB<tgmZq~5+X9*$^T@D_CYc+^w~s~z-hLE6*mePJ-~r=1
zj@4jj2!|JnbuVu9Ug{hM$dI(+-H)QVMewM5Jv3A?4aecMHwo@0q3#CHRhaKG3%7vJ
ziN^`P9mhDqy+&<~N?D;Ola$g}EXt+Ay)gSmes*SYL2faEpeVOgQdnLhuB<4<(Zt=J
z&xW?sp|i?sKyBdkB=#zSLFfP0mYE>(gCBhQ3IF@SC-)yb{OFTU?>~Hi_x=ESYj^wP
z=wM`Mkk^ya8s1S1`J`pg7YNc|wWaTxr3}Csm)P)tpeA5s6;=q{U6bR&A(xO3t%}p*
z<eNvvm^jkeK^7VpLo~>DzbzVSPQ<Wm1>;yQyuL6#^H9X3rw2ltO2v8Ztbl#!1Xgpi
z*JCmoES5%-QKPG`tCGv%uYh3yFmwn0q`X8{E3d@n@3vbTRJD|A8C05*!hAXQ_xxNk
ziv`)&ON#OkPti$n`^!Z6bew8x<O~TC=bh&e%f+RI*_AS|SrG&vQ?TU{5eynmFmYZU
z2ntA6oR?KyCXp6oS5?TG>~_9BC53sS>>EYd*F~9Ei?TARq~h~JiQF<#KIn^$GS%`T
zQK_h)LR_GfiLsLj{;{%>8ktlnl_(@6AH{X$vU-JFO&LDFEtA%iO1Y+{OjcJ>s;(&2
zDHUd|#-y%m($NEEMuMdDKWw*098G?UX>wo)ihLm5ez3mr?A<5G(*N|kfBd>_^?AiO
z&+mTy{&&Cs^<Vwwhadm&(cOo)Pws3kt*y;3&yG&djZO`8_K)<AfWErg+R-$|21myR
z#z*>wC+IKe>fs<qv4P;U?jJg@FP)g1oLZWj9qwlsbvMlt_}E7&T<z^1?&}`mOikhH
zaBq7ubdI~)CMNnv$NK1JK->^!2Bllt+v1(=alf|-UlWpLx-Hu5bA$r!Xb{rN>UP-u
zKDW(mv>A;!Jgp|Z&16Jq3^zN%Aqw%Cde0;aV^fov$fVPz=OBWU0)m~M<W6iYEnyt;
z>;~-+ct_n%YfB=EJ6EsMU<UICe1L(0fiALst*uFi(*e^(IPuC`Z+`2We@xFZ%1Vns
z$I%_=92@DM0yPZvQjC#^hByGGQ!SKfw8SF#U=~KZ?(GbO9NN{zse^;<h54z)xk;p1
zrgLx5u(~h<)3vp^!s&Pu5&+F$a&%#4e13X#b#Zceew<rkjbB-0cEHm9-rD}o+Wywc
z?PD~*MG7+>K0JH>DHgpahX=a{H+OEI9l=)OQ8~GNO2&X<e`v;b8n)xXSl9<8=&>7I
zHodD!Pk&l8g#2L-cx<gPe<I|HHQPfTv(MJpjKA8VfjtZRtS+<GZPo@IhL)f+5puLd
zT&;0`H0W$^W%837*N4ZZ^Evchn=ayOiZ;6v(Li4hwY0eKg*EoM0>wlWcs6uTXoEJq
z%|fR~Zzn7&<}Oq)K_lx(_n@Q+13KF{V}i=Csvt|lGO;0w;U*$z#@Q16YZ6|LPZDQg
z=(#b0ZKHd3RQS;KqQnVqnx1ZW3bZrM%dmOiYIX+M3k(3J`bs8)YJ<yyCxLGQA_9JZ
zZ6E<IU@3y+U?2m}0-bmoCJ=saX&yobFo6CAxy0X6X9slyZ3THHAhCT+bOMtD!$W2j
zOoHIW^~~M^OoPWjN2jMJkT8HT_$1&EEZ`O<AtY4jV%%|T3v*n6g#$8S$36tzt*wIW
zZtm>>%nojXhJ?TT>OZdHK{@9ND0FU?>mkiRM6h9irQ5epcu-hW_H%a!;&6@2Y)6NH
zI<V7C*q&9$y%oORE9~VezgwK=N`Y#FT4Zk6><sA&e$LHKa}9uca|>dPmDn1uBn8F1
zP{IHlW@h#Gask2<%9K<Huh;^ga$58FCJ*!grMSTBj}x9mArP9hOEM9moR4=L?X~sX
zCx*hy)-M>e2800_-3WO!JkS}1sKYESVImEi&*yZzZ0Chh4v)t{-2sEf_@~n@G=d`Y
z*=eK!JGmT`DR6vf_PGLncc9rF3Bz~?&%d!=Y~fHnj1=Tgu!L&ssvET`193ckePewc
zu!8B!n%YXLuApd2iVJ9PXBHrJQ-lUpxSFb~>S~nr42Cx7qmd|7XqrBqKr<yeLiNMa
z>K4tX`}^b^k57(yso|!e+YS%-0GvWqee&$t;|KSjK6%1CjXPldoBO9H$4H<w&^&qk
zi0?0OmygQy#KhV;lZTeb8jX(?pOejv)%y=vtDUVa&W{fa;WF4-+uVi!-PuNBCu7i+
zPI0g$_rx1VQjxq1JLYpZQ?b|>Zd!)8b#`(MuLD`6pddR&;mQG-taf|aF{_3NxL~n}
zghK+*H0gOkon}jfSJsBj!^}FCQP%{&IijM0qCN5onHq7{*ArL7j;pRxsuhYxRUH>J
z)oQh(8dfUj#x?SlU>@A^_~a2DmGX+3%5tF@mDEeElHyiyQKhu7v?vz=5_nc7MQs$p
zQxR#D6&I8+=u9G!<mVP;XQIjGWL$1*Yx(qx&sa*4Cdj>dg{sw}><me6Rzb!)3hZ7q
z*cTU;6){2x$5(#kIR+~$%)>}lEu-VBh?=iTq)aKBs7hMQupwoM7(7--0<^qDC6}Ft
zBE{7u#dYOUO(l@50-so;vJ&O7si6_~mmRB{!4$MM`AnwnWLtMK#nADMg@s#t`#<~Q
z$N$fN{O8x`>-j}F&*h%+f%)&h|L5QS=6ApTuYY@Xa`))wE$sA5QwwwB)UQtt_YRKr
zQ*DJ$mh2JLR&>~Nyc`-I62e6c5aNI<*t^ncazZqIa(3iQ#_|dW6=kFhdBoF2Bl|#4
z=TLv==y3l8)~`OHaJ9deCVWCqL~T$f<1B4~TOC|zPXq%lq&JwQP{{A~I{De`6R0f^
z70XpTU?i077Gty9MxTAq)r23^=cUHRqN!EU1D1%ByK)-q)gGra1?FODOw=wO2>KjA
zwSe0}EOD?8_NIr>A|4xB2Z<JOMk6%<(dKkoIdLG(;6521?9aJz{hR;gkBCUKRE&m0
zUboj_wZY>dH^c(|HV$PZ9-Wp*(B0eBiqmIda&&89;Nkv=rM_Z#pmT3~d5%`ap7z1+
z^f<3YIypYrJvT!SVn3d@y{)ywoz2yy+117Ajg{FQ1ew{f%~eY7N2W%)=O+5OW`jP8
zNx*I=ZYcoR*82R~@*HEI4)%8LoN<QVJ-)d^b<p1N!QjN$%F^u0+!!Oo4{mNB>~9_4
z+@2aA93AYY>SJ<jU~(Mcn3f`<Pu;ATJ5sS^EY!~bd7GjEN5p4|`mH{@-c+w_tSi^6
zDr}9_R$aBjSZAuQH0!DyCbhSz(P31%EcH&aR<Evf7`1+fDG~D0tucm?Zvf9p55;Z~
zzuVJf4tZUXW)J-vv4GR>Fa*8kG)+3qO<@lK1cTpc2ze~6nBHT4xHvuoc=l+<O|@b;
ziL-Sv540=Qg>S7N<OVm^%Lk3763q5Q5wOsw=qF3HoTD#J>TS#mrL2S#Hz#pHGh(Jo
zN4tO)__Q%N5B@{QxDDdh0R`e{Vgo-wi11hExC@JrP|zg&$4}4(ZxV2F5P#7ytR9~b
zMpXfOhDPWlf!mpf{9)sk0$C&c6oy)HCoqAiY{M|5LP&N1M8Tv!z$Cx}FBY{UoH7L!
zn8X1=zwQopl6n?iK7PwrM-VRQEbi{Y%gx==k%_#=4#7G>8L=lkA`by0#BKvfL5w^m
zb7>el&+}%-d1M??=XUi;NGcRM>H~O*SkjPO;E7;}nwmte5`6XaAv5;@hZvkNX$V@6
z!y!K>X!5*#m59eB5}{zwL!v~O>KqHw(TDrGB^u-#%GZ{7NP8+lmbnX`x9|j8+S5tw
z_tdvTjRLoLgSgDQA=vDvkz+?Oi~+aUIIN6g4;#mU$9vn>3hP3X30^4%OuI?akzclY
zT^6s)>~nL$>a-i1EIONs@~C=)t_}x+v0hbQQ-zY%sH*0&nX1j|3Zq_QH8oI`+^DYB
zD9UQeq*b!w>WUKVRUj+8>rzpELH3Qp+)Vo073C$>xP7#0sz!072mQi&ZFX+q$p_Eg
zBmDf{lP`bv<%b_J&w^sUkM2Hr{DaSb^z&c*@`s;)j=D*(@!7LyASt>ffLmv${O^oZ
zBlw#4X?uMg?e;vBgk5$S0(2Rb8O?Wj1#<C#EX?jU`553jLNhpgVt8n7Vq$A;1B)d<
zeVvpsevawMx#=n7=;_hHDb_b#z2p4@2#&CiBNTFVb`AA*GcSZ!8tHKaIM|jNV18Q^
zR^HDlr@yBs77DeJ=%zBF+3$Bb!_B<BUS8*PGSNm`L?DpH_0jCd+sL#=dy^H1hR5z8
zV{SF-srR8JOz?L#)<balU9KjRNnfvp45Xc2sjNa{R3k!&i)t$?Xj0YIs$jG#BqCZ*
znFl1!&!_x>>eMocSON_tDT2Z(6BpH0Rn;>05iYBwP{zRP;sS9&mRu$(&dV$n<$<8c
zEz%>QD3elaU!0vun2{CG-~PjI?>%}{Tu>;<%@OBhN%FFa^RDyf6@~fb1-UZPj&N=g
zV3mkgRb~lE=>aQds1UJ7*sy|1NkMfPDkMW5^OUk8p|(OMt|^tV@$slCDN=|FmExjm
ziKwPTq*avZYN~WK3X=9ZrLu`^W~0t+Fu3)GFwSI~y*(671!J4@D@R*9q+9>$FMjc#
z|M%DE>$!wD&+$%yzW({2{^f6f^>;u1{L6cH9^%4YSy-PF+NWmWxVqcW4SOhf9_;Dw
zY;EgJQ&@$omXc;1!M$U{gYz?!kV3fVv1|wyUFh=OE|$m~Y|{+a?(1Ti%u=?iy=`U!
zDr}^$8x9;Sh68_)mI(^DII(uLCuxc1@Y~D5JVgOT8^P+~;UOCN+^llV1_s<m18%ze
z7)4>T7<?WVOqZ#l)@5m+9o5z3AcswxJ-$}TTJ;SocatULLyfbuL_?ztlUZ{ZsO~~$
zXlF`os;#f9V|I1|Dkh01x_8)Qv>Y7n(*et&#-MNDq=4CEd}<a7qola-g>QYcOeO&%
za>%ln3?aXZon+ORYDu!|xL8R8(ey>f7w0CbBz9Ma9~?}DJx0X4>2acTp~3d#)DY@z
z??_+A_+Ss{YhoN!+A=#iv@%BlYVXRz6a?2gHC*F^yJSsgN2dlmFe|OhP3&zf?QJY<
zt<LOiE-wn0cz9)L8W^^_xdcwz-9*CJIz8DZ`7k~`v9YqSwg7KHkiUQ^JhnJH3Y<IG
zS)ZTe4wrY<F}Y7H&yDjadz&Oxw-5IrSJqCB4{x6y@!P@f*7jtOs40E<ljB4wr>NFw
zi3K77r&X_VfVJwCI<>;4uQO^Y>#NIkb@KY!^4fASn?cRWx3W=HWzp3+%ndG!-eIcu
z+8S-TI-|PE)=+Cy$s21*Z4KBb)F!puhJmf2%Gyw6)>c}yl^(N(e5lvn=mFZ9HBM^-
z?3~lm(CjjWyu5dgpwAu=_)kwf;^!>#l^z5TW{byyY{DpnkWU~wASS{=^kp`}Ur}lg
z!p+PBJ>UF<FStM`H4+Ixtpo$KZj!u@#2L#@4E9`CZf&JQvXx$7P!r4yHhU_K5Vmkx
zL)dk8(gz|GX);lrQ3q_$ZooNU9xNa2oxrC~{w3U!tJ3FJwvoAOO~zPd03%6yrrR*`
zhmtL!^W{c@LCOMbOi^9cnrMl{VnLt_`$ZEAprxyeqyUeEl^^*$#m>+LKwAQOJ&(Y*
zOn8X)HfAlOmvJYQ=|S_NOtW9Gj@%Mh^OaP`8JNN*ZrqmQNeM8O4SgR<0p}zU0O}oR
zc4ByaEEeE=oFo~V5MJJRJjgnQ0*4lAQj$nlxQ1eB#uRoW(kUup!m!HBiJ<g}lQmME
z@HO-SyuEG7sPOCnV{I+85Vt~qwZ!5Ptcm!f^i8G)dN)0G6Me=_CLPz98r9$>Itp+`
zm5TFe+N>xkESKa-MOoz~1rkw~q%ccbD4g8O1*$|u%M(ggVb=Bh8&}1-nViHyQ%ZTM
zp<Y#2RmLsJzEzdUbZV8VstP}n&17I%2!jWc3E8x^v5E2i$3OYekAD24pZ)Boch2sf
z9-o~a-`d;Rx)0xU`z}>_;Hz8wKSbW+gELg&;}iN&5p8duF}C8)(c$6Qty=_97{0bH
zcqA90HeoDr#_w(kTJ$<$kp*l6OM+xOHMO;}a!eX|V}lJH_w4xa>;$24n`jPH<=WE1
z<j~O4?99Q==G4f*{NxzF+~3;dPu6i^GS7m!98iPF6b&wkKyzmz-rJTEj<-X-Gh;&>
zTag$C>GNq%v1|=^+|6z`ACM$He6eUZhvR5udTcV_^(JxDCt?J$;qhCev7p=Kvs=@|
zlcEue)ugGbA?`%|J@bYTAI;R@8yX!Ji%v~fs!d(3R92Mf>(z4HQyML`5}FzXRxT>J
zaLuDFR?EwH?IEvfD&@+Ga!MrRB}I7dxdApUX<<HY{BmhYK~^>@A&5wldxK6?>Q8z5
zDj5?hD!^dRuVe)|#W{d0;U|5Mzxvz1q1#YXrz*+@cjbyQGm5h_N`=a=ywdz^xUaH;
zT&!QRLaOic{y+BK`!}-0u=D(L4!HF$)-%(Y&75;)vB+ZOoO4dEa?Y8V&5koYQJRq~
zX(U;aWvy(>YgxN%%SpHA02vOz!iI4_+<jjA{)k>+8U=z~T_lUu<a^)ujdPD5&OLev
z`r==~TKtp9hKckS&<iRIfByK|9A&LD>m(xQNK;Njh#^+)EiP<8*%7W>p4(dmfUO;_
z6OiOEwPypDN{@6>srlr@XEX+AqxDBF+Wp(n89kZ5{_DT}`@i|SxA;8&)l+**Ux9!8
zhkyRdKl{~>zW>9|Kl{dquRgvydvZRyz+<0JWU~ahC?kwRo}`i-{5`&6DjN|UPoZQe
zSWKtri{YQLi6r-9!Oqa_kca`gXy|00krNHYUyv4frNTaEDi)+}mHvPV#91On&Ji}O
zKr0lZknsQ{0S+Z98pxL6a;Mye*rUs8R-WLlXJd8MYKHNW9PX32k!ntkRIID6FP$7p
z3>vLbqYir=;svr<!^uLdW>qOI|8DBgC?Wx?*P)|^&}z2O!is7D^g%Df*cC~nXmZE8
z4+BsxXVFJUd?Q4XAFDPyPoCb|O}ck~<Nw&*T=iquPvY)!$Ad(+E!e=YMo`Ea5Bd0}
z!d|C{8{-l1TPE)5H~5}?L65Cj$)V9^BK~C1)oT=PFZx9x45k8<Rk8`jM(TwWcGzYq
z(`yvZx;5Uux;+~<^Vh@1`?u%k{rZ!$_GPbfJ*Ypu>_5L5U5r}qKgZWYx&aNM1JHVL
z%g%YF->KmZYgO{Kf-q<muTGnTcCptgb?b%8VF!$N+N&cckJ^=CyE153TGia3%Qf}z
z<x?70E45srRn7LB<(IdYzyH%8{_c;yggT?L_4!jiy54WsdY!r$sHB(7V~J4OU^jBY
z4R~x0vld(g3&B;fQGI;4En+j3bQ?jFw?{i`vb{|@s1Mc`SP9u(nU!uY9d0h1?5!Mb
z&K+$p9`7t3tWGNqz;8>^z2&Wy$@PVC$>ySDWBzb!QMSK!yuZG?HhZu+uas<PWqiVA
z`N8_p_L6ja@o0BNA>A@-Igg9@P<ga-a<D0vY|9UK<&rG`q2}a3akNXW!lYMflt(%h
zK0rCMaU?f*2e#B|(pgPfusv2oi%E-$h4x}LsGa<SN~TsE=`?bcT*~9s;_XDQq4HN@
z)TvlV;T^aFWN4Ft#X3F-{$%to4ayfKz1Xs07<?WF3oJ;$@VJavg#wPCSG<M%;*Dk!
zM02NAPdwLd)>@2wX{E!a=lLMCTa7v!OQseB{p1d-$?dQJ{;_-8jI=+Q5a7)^I0_}i
z1Z=FstY=x?q*GW7N;*!gMm4_;As+%X`kR?jaege(<M_;0qZa6cONR|Fp0-X!M*%xr
zTDwIDnauwt6ftnuW>Q;?d@2Q>%4X6y%sd~J-K_H1w8@Yo>@^47MrcfrUA(RVb<6fQ
z4>p#iTdVu)OIs^*+pBYHRFN;u(4i^X%USMQr^IRHXlGrzvrc9iCW=7Z_SynYYlf1k
z9+2$QS|Hoq+`!8X#Z8eYh010i1m=M^rJxLu0XUJS1O6bu0I5-<kel^7xJ*XM^eVE1
zCtP+N?eEGY`wlaTxl4$Ja0QUOtWZ-?r~okP<>J>qd5t*@?Ug^DeER8!AAb0aFTO#e
z4s#wi7gry=cuDGl^eycekW~2fcxQy26{{hh!*+wq7MLhP4B(|+yG6>P*JwgFQKd}L
z1=mve;JWQ5=EU3Un-5+*BaV1=I=t+6o}3QPyWPt{|9!H*H`gz2(24tW_kgU3Q=axZ
zyvs~lnPg%nRY=B$&FbZ#(*Y|IW65O@5qVn_JzYr*myBv~S(_8$q-QWZg1-C?ODYnm
zGXo8^4L)`|{cb0SD@Wsx+Y$4-li?s@FiL_MyS*A$tPG)1PBH7&x<(<RtOYOztWwFO
za_OENpDn*D$Gn!i91;~r(p{*omF4XXMA%Ib+8X1D+q<M4VZZjbcj&8^?4sW;@2;<*
zFp^lD8G8ga-d>s$sVyv6gdiW>Ute5+)S4L|+gw}#alu4Eb1hF#kxyKrIAVTwePL;P
zZ5{vo#vIM76jtmQ)an<Y+z(%aqVN32-x$C19(a4^;oa%`?_l}@aZTNOclP1EWolO+
zKLVHmz|b@?gMr*2xTfyk;a``a)ZR#w8(8rtA1_Xh(Z!1Lhy*E0lOVC#sm(b+*TVMv
z?9Src;o9Q<%EJEY0-=DTtu^`HwplJy?e7_2z>cIIy*^~IGHrg^>YR3ZfAOb({?GsL
zkN@!ZfB%-A;J<oWZ}BVezy8<1B0m27XFvbe7vFmS*#~5`so^YViurh&?)hvyl|}5K
z{>AGPg0Uh+OLPOW#^LeP*Hs`gloT=vpiG#?1v*Xz4v|#rh&%vFM<j&|8Sqi!z~Mp&
zhcY7ig5`1(izj1O<Fbtj4?NyNEEx@QkdFi$DGUm3X9~uE^SVYA@KB_Dgu@(KfVUW#
z6jDyF+j=>;OXaXwBs*kq_N_X#S+7ZO)t?cdqc}N|XLMRHCfRc7un_Zc<xBf3Uj^j~
zfs8XOi)D1;yWH-RqXUak<Mmh&JuN0pwNjwtt5U7wxXC4>kACw%9B!|5+8DrdL<vGJ
z3xJBo487vS!}&p@AP8VJXi?cX)?vNi{FO^ZYQ=P!?<(L9dK_Mxsho|sEBS7%n2Gt*
zQ7?!qn+O&&kzuo#i~5D2yID*%3dwFQcQtJE8o5!s*vLl*&EhqV{a)o6aI4?E8n!yM
z!p-^M=B#ryYJT?N&8M%gU%xp2+DEsqUtYcc;=0$WbQ?v)#|vQFdFNu(ygqH8_v+kp
zK4`qUJ>{>L!{%AHde*D)$Ywd)s~3l@;>Dl=Pxka;@X4zuA3Qz3KJ5|@xES>>hkSU0
z#|$__q{Ed=w2@EblOY1FB5~Jih_w^de1|9nbqcumokqW1mkiiTsc<<H&7m7|@oh6W
z49Zl<oeVmYK}R}5;g%s5aF8Byn^aD2q&v+jtAQB)4rOS{!ySVXciD;J2x3#FlI?@E
zRni^x(T-9|QP1k(76GN%-PQU1jYY}k{NBc_OtLQBUD;ck+gc*zz65^TU7b1DSlC*e
z+FPGL+FRRM<6#T?n~MxcZ7$930S300C0k39?d9XWjl-SQjiqUByKD0dnt&fx=O;Io
zXSYObfE4m@Wo{fg1=IE7)T8-H=$A2|g-F88jPppY?r9m?SzX*%oPoXBU0Whx#cayn
zI@OW$d@bG{Y|ya1$Q0ed<|<!tYZ-_#FWnL03WHYrYYR-*9c(UcF0)v-xWBd}X0;Y(
zww7miR_C{uX8CX)33@r)SlOJP+~xkI*_FvhtJ9C>AHBCYc6ag7ouzT4mWPXv?=4R}
z*j<|0nxDeW!sD40mTazoiucz^bxmz7PVp*H0KTy>%@^HVm|mE8h}D^PN_;YOTJl$J
z%Tr^skM7Mqy1z30c#BtNbslJayt8_=wIbPAQcCbwZ*Y(7U{ifWb<&>ZSaQ6#%@vbT
zEjMZu{6?6yYJ-|z4ZTIHRv#T`PY#VL8JAGh%9u6$ck6uAvsp~CgI%Bk1rC`MIbxCv
zH<<K^PhtQ=kWInjq1uKBfQY+^qP~j3F_pzYZa10H(I^7V2!hjM4!RsgA?mlA>!K4q
z!d4jvmQsccaXd?M$RD)n^-i;idNUFm^qmg6UF=g}B}!xZoem0duhDpMdrQMyh19c1
z1qRBQbcJI4Nbs!Nx*~ErX!n{B$ZvWw2$+C{DB0jB7Yj3~iW~qgI_-C^&QBQu!It-&
zU9(p8l<SvTiPDD=x!_81*sNWjjh+GjM*S;nb^R`%eAsP)zHYD<G9p&YpA+#!BuIvf
z$!NP&s1nW$NAgTSVyVZi8t{bNwxHYYbK1NP_BHHOhWYH`E#P$Ik}<9gU3Rm_VI}0q
zXc(<Jyv{m>!fmsqlL`7!ZDw3@8uUdvx2Ws!*ll)$PIYu>(QEN$K!qufk99h|TBDYT
z&8b`4>&yGw>jac!hmv(n>029svHi_$>7GQgcL@60TwWpbxH`YEwY-E1Id<<Z&Mto1
zLEQ^%bB~Wbe)wRH;f0w=f}f-npt%51q!s3;Fx!tU&xk?A$-D1yt)Nz_Chxrim?vlP
z#W%i5{Torrsr&aQ?))ZI5(ti%?WZ5SH^)17?@T|0=6XN@1?1<_<k%c(M^U>J$*#@W
zDQL8LK;UD3r1@cn3L6(i$*IR!^yeoY@OY>&rnk{0p}e-{rncs323y!&5^)y*>|kw~
z-$WQNwPeqtIHC2+C_4mw1<aO|KX}?1eEPx1Uwr!cFaO7%|J`5z&HwW+|MC`}<iC1q
zZ|N)WZ~yjhfA_b){>2~t;(Oov?&}vHzPx>PbAHn-)~TCFN0ZbP5wPPrD<6-gLowzR
z^0;q8VV2O~kw_q6mc`6PnuwUQ$Z26N2?lVjVA7#A0vR!d6oLYR5)%xN48*yePgD7o
z3~@0_k34-!q9a!n9J$KoqT6lJxlGzjf^A#7%VwcmBFsQ^z|FIvFafTBGqOf5VS!P7
zatuj<ftFk(hYtDS0Zx0YCO)t8M7n1&s5r&@oK`w6TsHU_X#iO#?B>#tBOfL#l8=P+
zE0qf9i!L&Pa<r}DL*;T3D+@+$`Vu;|((=S3_Af{pGPqG<IyVu=975JF77B=bK6;i>
z6ZW}+ZimNa%v0GE2i?K_xiHMd>F&3hI8OQ<);#7Yao8l3iU&)8v1%HW)o<n_Zd)!M
zDyE~Lpg|+wsb&YQQm2x7^#lPh_xyS|Xy!}lV6&9E9KdLmpCCJuwy&k1UA1069X>m6
zzyD<L(aZDCKB7hSl;+oAyL34KeRZ$T+T3n0x_pugKDJfllLO~QEl9A^&1q}cEOn|N
zy>hRfKkHU*My-o>rC-hR`7ee|q|bh>aLR+5#cn0jC?vYoOskx#WFysltk*;~t=#fe
zhOM(sy^@aRW8PvSKo+Q!47Q5Guu*D*S98f`Q78$)q7bTPqt#5fLGCr5tY#CXRHT>;
z6@*YFA4^9)LdcnlxblKO9dXxkv1TRRsAPt{M!Qj_-l+hfE$65;V;~^<2Gep9hwx!D
zT_N2e?1?eZYty@lc{=rUkT}gMY-vX2q4wm!YcufEg3bjSW>mqN?jP@OA(A4hiqKAm
zr{zEfoRHug2BItjqV_hJJDK0xS_UKStTM>ExVt{TyT-`{$hRyNDZUj595C4W!W3{0
zB*VD|yhOB$GYkDf)E439#p^4&O6I56=cf2T-Umu?NarztG;A<HBbHaVb8~)rZEj+9
zZenTrF)kGG+I*g>qUrtBxx@7(%DQ)0zFVBzU6|c^gTCHep3m(pPVFzw9PotaCb#D%
zxNS_2ZDB2*e7HJ(e|>Un@$my<_!~2i_kowQ<i93RRV3o2{rvIfiX1X(WBF)f<z#0=
z&TV^Bd$?~rIn+samAf12y$!|Ax<;~XIFZ`4DrRO(3Ykl%4P(vHspB3;D(FcC-Gz84
z8x3S*LAaN6*q@DsK_i)1#BDNoEHI@$aTLd-vl~=khA^_P+32y7;P7D24|&`m2d~4<
zkpV4C3?009h7}YsmIFwPY@>jgkPbd1w2;GMqlVp}GgL}dLO>3qIUWqsR%2GHk9T)6
ztY`Q<c9Wr1DLIU~2tA<=TiowwNedh$GTm0QL$5ES1UyugT&kMO)=OoAvOqmZEiNyx
zT~TIH&gNtOP%0dud^r;d^Bt9hSRom$m-1I<!*;dUsT9c`UyTNE{eGLdn2P5TVIk}<
zXW_9^9pWC9627b}5*f`}i>kCjx?Rcvy#~$Nuu<*TD|o!{5p<ccsFz7FR<lAapKe!6
zLuQO}sWt~A_Bb+$Uai=x7JAiUHWJR@-w1kP&Ld7!&~A!Aq7o~xnmO2cv2q!WVYefP
zsRDi3V#3R56G>gfdauoB_Sx;)lOyCvEcbTuNwOoS$>=aaglaI{8#O9EL@tpSR7(0N
zu(Qhc_mB2j6_H}YV0v4+x6QGX57R48q%dVmbNgHT;7{*Un!38NwZ4h4yD&AiOtaSF
z;>zqS9{VMn_IT|U=lIEAou_kSa({i5pLuw&_4!$fQWqvCrV$D!##iRZGQPLYFT(1|
z!o)b%{fYbU(NWKn{N4|~|KjDdM|bbN_Z$Cl{?XX-_@l|Y?@T>>Z{q$t(+}?e#vZ-%
zpQj%_nz(y!=D~x<cix$}_Z~MO79C=XTu@-$rxr|vXCfF|o*bh+j2oXE47M~i!4(I@
zm-xGh1c}*xab_R;{o))c$b;2Ic(B8b)xFgv?Dw**b)6LJ*P&G*XVMAu)yS7#zx?PA
ze(%5j;^%+z%m4n%|M^#61s>m0c=MJ&Ev#Sv^pF4iC;#nFfB3y0e)7SmA3Xcu=Jcvp
z$1PsTaXlJ?>rSw)L(V7W_2&|h9I*nej*%#p&1p18Vr)=e%!9?^_@D?ciT8_bjtP3^
z#h%Fo6~TTsDR4<s09Z)J^65x1o66#yiHF~~k;AxoP!=G-?ItZMq}`-RMSYxPeJ)(S
z*cMz!Dgn2db1`;bx+7e6qe&-69+K>Dii#xFtO}XtL_!ZUM;E)9Q|m6xU^;~a;*3KI
z!c8pfBLgJ5n_O0k2MHC?6^RasVH$rv2fWLx5sMkXIiwuyD0p=!bUGjPRfqe_bMr5r
zKNFqYT#$z&xQ1yfWEIFmm6*}s#^_?!mvFc;Hs^C>#kz)s&taulol^{=q|c60V~_Zp
z>{s`i6&SHp)L+lVy0uiREC6%U5nnp&!Rz(>vVApd4m*`$tH7;SP1iEvb}0#HspsQ>
zu|cbF)-9iPio<s9qF=h|mR??VU*C>iTy<VvcV9gjL2BKcwnZG(uRp&Yy}Ug`%6xGn
zvR>dT$TW0M8p)u)F8j4%9f`B~<g|I&uRb}gBXOR#im#uZeenG3$z|u+)!^mT@ab9i
zyi>hB>zuX<qh_I5NB|Lg^=!Y92bJ}!Ij~k)2sN_NdL~>Jg0NoIbY#>lUH6-pz53Jh
z9x0BN_$@^EmQR6~g=D*sXy#(YM6k@qrb7fE3JGsX@MWT|Ow656`f51<UbI$-6*J*x
zg~{7QHjcvUr*@;1iIlTZ-p52&NJUY2F~QVe4*92S9KZ%Hu9bzH5MW=xXV(QVj5#=`
z7?8F}Mo?AF7J4G=g`dnN1CXLL(Pf2joMD=<FCK73eVo@Ue!IzMHxcT@7UQ&HJ3i#c
z$*Na+xzlcP7}PG42F}y0RTx!}b-QM@%%nO(W;H5LV1Zl)jnArwwY8&*pGb8lQth!s
zdAO&M?yDvA2<=!jN}tVSR?8iFwcDh(=~M>!5myLSwcMnTniPk6*?|S7NO^3MOBK67
zqjl}UwrXeNcy&>|vu=>=SY;9~@m`(MtvU)D6k)C0b8_fY9))0uRWjF!#3I?Y9UVC3
zM`r1s?PyQ4vt~V(q#gEvP94;%lQvV-s;2?Ut5bNj%AiT-)+%u^22I+aS!<T<yVS>S
zjVxr;*c8V$jUwuGa^+)T7(%To#iMyD`K+d>!{Re&;%-~iWsSJ)0(Ld0)o-(;xBz3G
zS)+Cu^bWnwYc@t)W}{NdRTZy^St(aZ4<V}|#?j7*uBc^F)sY02m{bmBHTW4~fdB`S
zke7poKTaarX2q+?zzx;Ol!bb1cC$w9vspZ5lR>WZI}k(N`BcK9(-deG^teJc6Xnf3
zAFKdLzmGuxpT*(_emLyZ&DZj|Qd$s&!bTlG6|kz`ZgiW?PQBhNS89b)KA9>el7m_m
z)P!xIkx%ugdduf7sD5QlHWI33)1_p*2`<DF==0<v{sLi^c&sQSd#yT#`F@Lb2o!&k
z<M~QD31AyGD-AA2@@e+CxTdQYvJGMmVIQdV$r;9hLZ=D~U1v}v9rCjzSW71>sdz1u
ztfgZyJaq<5I>LpCC&wU{!xV5@z_EUZIpDH*to%UgeH0^V6qHIJLE80NM%rA6j5>YD
z?Fq95X{Vh`&yf;B(qRJqT6qn5RiW-V+{vX9MzQhIDo&(Gw+iXu!S<$1${x_0o*#T4
z8*7^@%SU^=((NtLUqC4q!*7f5$&g^{n89Yo$EO}5{Eclb;U8F{<%}5P5~Gb=K`hQ=
z%ZG+qrN4_sr2BVQ=jP`pCvewelE(}-H}Qy>Z0?z36zkDL+Eck<>T@~FkM6w-jdt%p
z|EHM;_h;|l8-MRN7bmG*y+3gm*%7#PXXeqP$M3#7H-<gzE_&kJ*rVCUk0&48n;R2n
zhH#NhKe*2qU7sFbn||~rUpd7;!G=+=4+g{TB~Ep--#znqcNyq~?8wE@BE9;%%kzh1
z9yizDBp=sQ`v-2l!KPM+ZLU-xLeuz{zxCap{r(^S>M#HL=YQ}=fAOb(@s^+Ezj}Ia
z?JMxNfBo10*I)kXkAC*^FTeHuPhWp_eR|bqeS#x|0QsFri^vMwtSgC09apj+0Wl#~
z&A^8z67XGIhcY1Zrlp(e?qEVpMS0n3ChQapPzNefNeo+Hxbive5x<*58q0q{zYke3
z%~%XF0rv+20jFI|I@%3%BRI`k+6*vS6Hz3w7!PqAc0!lCo#p_Sd^$Nr3SOs0ej-uA
zgK6aeHof}j-;vnf+LBJTkG%xUX4GK-qq|0C7WF|@#OLBDO?glv8pNALQv?lO1`Qn-
z!s)P0R5KI|kl}=lFP2KrU%sGkThA88)byy`5|Au0U}Vy{blPdR0w^h$tfJ5o24gSM
z%E{VF^{QBAaUvs;sXI9id$|BNJH=~EeJtRL2c4Lvnx%Ay>NFwLDkVxue<2=d;>pj%
zV2#?PM7<Edz37Zu#cnm*Dhc_Rua*JWMB7D<;pt-1-!2P-CNL~_*2xWO>5ESJ_Ot~9
z)~{xU#G+E+>rwOBMGsc$qE`ctefq)e>t`3wuLkGc3Y^&0sC`XMR;xU07Eas6PMNbz
z`m$R(YZtBu)!Wnh%d5`&PkOJPpMCh^;=^a>FRw?>P$XYmK0j*>Dw)#;*Zye$7|#cA
z2!3lrbJeq*VxpCccFO`7l5ee3O7%+oYwiqLvs)Q8a=l7wSWRC89qXBHF@Do6j;g|K
zAH0|EH+kmiZYfqx2g)gMX}D8P@WlG{bhnmnS5gHb04l5GBD^@AicqHTKO3&)qn&D|
zSx&cW*;X~(D5tQl5$<R=3f)$zS<U1UTr30%>1Zm32hS`-z2g2mv>OWx@gQCG$iVfY
zz)yKKpUepnc*|TeSV#slF>fg?zRx|Wn7@=wWRlS$^$D>6eP~>M<b-IJqI<t9?srtP
z@qB_>4nq|EMyK%GOc9qg>aj)KR?d%c?C@5j8*7<X1$s&P-RSEcezxs~u-Ber+=nQd
zT27M(AMQ2kyasi|ZcMl>0gEmbaAg7>`T|JU+T_Ph#Zf>jPnflFlQwKn`&7sFqXW0%
z$gercx-2P&DQVFs3~Fv^i$0=0Nf<Q|oyw<_@kqzfZa^uEXw^xR!Et=xQ65E2x`19C
zG3x>bb<Apx;|<fOqErt^_dsPXjV#7Bj#?g}R#b7~(kj!?Tpqjq<k+uM3tnfQc&5{u
z!&P8VN9|_6Ngr}p)4@Q2`(2JCRp}N}0;0-h=4MhJN8RR_*A8Ytg*U0>;8~_1J$AE~
zh=h@$NR?T2Lcef6O*gY0@ynn*!3{1u*b93-v;~TY%VBo|9o-Iw?=3p5c+;p^i}JII
zNIiQrOs`;35W+47Ld`xCs818|Ff(Py)9CDWx(#~2#S9K)N3>OjbM;qqX(q55^ph}u
zkWS%^r*4BbI@)qm5&8sz2?7pYXVh(n`@$}fkHvEoi;+l83jnHYB+y_@DG{q?gmy90
zV4FZlG>W-awaBLx%jMIl^LF#R(<r5q?Mk^xrAbzx&F_O(&(Iw4ah<j5B4$g3sqyPo
zbC^G`7*_>-1-%U-sN{JA-g-7wBO4p`<ieh8)Rzpo3Q5YTS<^C-?1oFU=~W>7n9m8x
z&V^o*BQ0&!Ud)CfD{NA!9n1#V>EbtH(%`rUe`VrmD3RDrR;S5~UO<?Uc%u$+cz+KO
z0jnU_v@)qgiQ}FzMubPQjr;qO-95?no^+QohNbPzjh)R6G7h_|7`;~4z*n=pzqT?v
zzrBp(4+?8}eQ|E;(S6!wcUKp{Ids&cYlCeFMWQw?&q6~{;e|D8jCxhxnYe#{eiFbo
z!vh|@_YRF-58wGuWE&9;AHMhQ?4xnemk7Y_yhFTk^4@#skJNe5JAv<Op0MQO`=Bz=
z*W4JoIUX>iMltz_pa~DQH2z?5{Qknk1JT|uTKbVAA8x_RO^&V4PHf>(gfzzbHT#AE
zTgP|0a=5;7ys;wNUOU7pu)U#?NPH$s*y$F6(QdW<{?nJ={OpVW{_{WmzyIoQzWc?O
zfA=?k^VXi+zj|VC`77}2U;p|~e(}q{`m<mC!GHO~Z-3*<=hx5sG*&iyRj%8@LXsd?
zIKp0vK&;#!j0b{3m}6ZG?^B*hlte7Wco`*z0rW%|dLBt05Sh+_3P}YPZGgDD(BObx
zL63{HAf-MY55sc_tY1VPxdbMj#T6*U%j^W<0ftJ#SB#~Z@VnnlWdXeeHkO%bVXaj-
z(Au3=jnkw-PNM3;pgpETjCDxF38sSZ8*_F8eQ8b(q2D7xM=l*y9_?8TN`p#<6O1Su
z-3T--5U~{14x2UTb>YRY)eG!0axqQrKHziVFnRjyIo$(cpZmSv_z#(QyxpMJsDrDP
zsTpoGRx#^l<-CJz8V_^n=(JL28ZhecEgO*@`4)^S1-OfAReWFM8S&URig-o*$QzYx
zyq=F#1mAh9+=OHdx_~a7k^s2`+-jFokX;Ccje<bVfd|CB)@D8dl6f+0JQ+1_hP8_h
z)KjWkNkLcvr2s;wEkKlbyBRev`ZeAHs9s+8foHH`*MkNYG8nM)PWilD9@H`*pJ6?9
z(J9;xtC!v4?P=r5uzEWzKR>Izy6(PzJAD1@{Poj|kDp(CcsqJJtUnpl`xSsz60zj6
zQ=!=m<aXLD463P7Eq&9g@XoN7=54>6ynwqaB~BZet4_IJ%M7aN^Jeb(sCLoFoYqrU
zt=v^3eNh*N)p)lOKW$|?rD!c1EG50ww7*wPc8c*<A=<Bj@e*gP9FVM8jGnf#!+N??
z0hkGcdV1K*b!(aPe&za%si7oDj9Uk4u2mfMs^tu}A8rt3zCtQk%7p45##XUf6l&ZG
zi2{sbQ4~fYd25Aay^w4ml4fH3*YMXuIs$S-5zePXHMyM6FfW-GnOhozGo^H_42|Nk
zWTL*35KabMP!l1i6>yaY+9g8Sc#xcMgPp;EJL+|0LcV%dKrq9bgwRa)Wrpye&x!5~
z?gGBS#w2_m!RH2X<-`7{%O?0-Wgf<4Dgex&@v7w+hq>snC(XL7(^B#}gCt7ys<1(o
z_c;sv#5yf;gDR{!iE0%Yvms+K<{g%>P8rfFf@&FdpRigURLi}Jqo`36(5d2fbJAh;
z=`?YNEnqT)&4v_31SXwFeG)dReR>{XiCayA)5`l1o6)aRdB9^_M>s7BFZ_}jWFqhz
zhs@_>2wf`#ya|5asn_tifB}F63SqcEMMlzVPldhEeO|)J3OP)ei$W5Mky;YmN+Avw
z1}zs=sA(FR1l8WGQPQ#Qwb|4sC&Zq?eUhzRy-EYeg;K`xgxC(HV1Ad&ZL>H{2Cv2J
zH0Xd#cAeI))tVLZu+yH6h73#}nhi0pI{*={R-v4R>=v&D;>aEIdTK0Iw21j;i3)=I
z2CPh0OZ`T@MaKw3uyK^fP$nFNq$)A<6h&K)p*faP30SXDgR23U-b6JENfiTqz4`x5
z^_Wd8@#C5<#G{>3;evXIe2zZ)Rw-W=Jr6YaU9<gz3BS)mRz4+W%j2-eVFbzw!P}r;
z{5(hwes?w;O!@g?@CiP<&#VnOO#D#gIJ~;;iAVrV5zm8{oGFoTtC=3dpbKV?N72|L
zP=Aci&7f4-pdXETx7FgZS^=&m>d};P<&l)U5{F3}4QeWK<j0ERBa1<Iu(KTshG|;e
z+1k=-G<!QcJL_w7M_|HVUs^mqINV_+dvlxY;r7NR?H&XkH<uRI=I7YO-eW>&c5Yz;
zDrs(KZFzGUuydDM+Sze%(LJCMIA?u!a%%}I<-M7)d(_%9?g;L}EkF6-KAwCUS|>4a
zJstyqJ$&ysfnHmT2ThH=L2(bpNw(4xg1kt{?R&o|!mx2M@VGMZaQ@Mqjae!t?!IZf
zzX!dB_x|C#;54yxf>sLLjB{gm@z`VRr;=iQevY@O`RkN`O+VgSM%Kr2zsNnCa}$^$
zWjh<7FBJKs&DE2=P2~Y=j|VP;xlyc)+Wq&Re(>z-+3RPofByTw`1$Ys{L9b3^ACUj
z4{!M?{;Q|=*1iJ&??3(1FaO&w|M+Kr{F5L3^d~?5{qKD9%lDtXx)`1}OO0xVIqD2M
zz0@KK5h24`U67%xFq9Y7QT0-qLrR(2OCeh=)$z^Zr=mtE%8qs_Wi?qm4p)qjlH0*G
z8Jw8U#p(@a{Fv2brf!;$J$HhyXq+G*#+7$UNR!gykb=T!wV0S5(@{dBIH?vgJOsoQ
z@>(KcQe0g8s&w*WstJhPS#)xT)d+Tip+gudKv>v~7R`y@1+ucx3yLF%Z8dmytY!2p
z0lM^Rd7aT}`d~|ic*IZfQLo?h`*A=}bD@EDgOx{UY}D$wSh<>GQm@6HPQ40q=6Aa>
zyiu!!%MF~Crr6%+qWK;t7;HbhA5HRUtg(<7AumEeBIu#uGz+OBo~eUp9c*3M({|~i
zR~j}l=NRlWkz&k?a+iyFvr$ok?ALSMN*ciqbdd_X%ebC05w6Lv`i=8;1wv`q$c~!X
zK|KS%bOoser_?I63JGYa=jSaD*ZWU~uW!)}8>pEdJQ;oT?EL9@2SeA>iw=Rx>wfjL
z36e?mD)C-9e%&tux-L8Un||^6Y4wAv){FDT``6uXe)9bD51xGb;{226r=PvJcsgoc
zVk&DF!BOW;5nQ!$VHhnDYc+HIGE|<oQ;c1-a;Nq5Wh?)*U%qN*&zl*M_<~_;<!-x$
z%Vy@Pl{v2qPdd5lme4N*8!2zM6zx|Nm9(#x4ODZXRvC^f(XS@Cr<L<{3qi0MsH|HS
zp<1gP1BngmnKRI1BYim_9Y!#%FlrULH6+p8s9Wl_$l!;I0xVginnP@gHwy7eCWN4g
zgRWJAPs6AaX;-rVuui=IJcg4TwX3~GiJPbd)$-65WJtkprEHAKwOT1#DWpVwvy`di
zli;*MA_(!tFGdzMIqVI&YzS3lAy%S+HcdPsT%<=O2x|eS7i+(P+^D6ELKebAq{!Sh
z&fS2qN+#8>S1Xxhg%n%RmkoJSK4&iM&xgH&$CdzA*-R<Bx#)9NL++SS6E&#wE~^09
zW!5AuTEVK1n{;8lO0ejP9!Jh@$=fYq)kzY$%4$g2jY*3xtdS)R>JZ3EdjcLy+6?7@
zJ8m%~Y$j+fZV87us8@l$a&BwFstX!aL{ozBDzJHGeHarvRG!T!cx~CBE8%v44|(Q|
zyb!dRa?yYg;@b=+{a(aJgjaGU75V|WWU?AEQ9lXaBn&Yaj}N3uOr_GF9E+h9t*CrK
z1EOq(oMbOlX5yS$W!U4?oZuypTlLt`_#HQi4fQs=+hX=uEkN2*j@R4kwOSdmNMR^-
zJK?o}RW_{_t<#V92}8cc9P@dMDy2!Oic>IZ&^z@yhYmn!@|rCPpSM#g@_}&lxVfOA
znuScKQaJB+n*6et3hgrH*9^}VDKH-k!*?M&wrT9Awm&QIzs!H)S+_B0l=*9yOidXs
zx^&TPpLLqJ#Zp0N?MSDX>(c$3PBrt{UaiJ3?#<~L$;Sa5Ypi2rl8s!llz;-YcgqEy
z651uNDoLDdBp4;dLn*P(UBT_)vB$l3>|Oz0UNdM4<CYF()?qPO^m?6Am5nECdM%Ju
zr<7B9!j!$68CwG}Mu}EI9vOM@kZCsPM3<SDU4ws~(5OM705z#($65udqtvL^QJ%u&
z5D~>=3Hj7@)iF7e4R#ng*dFiW-dfvOU3(LL++3KM-dS6rQv$^h6>@cMc6n}YWgZ#u
z&J?QO+!O};u{-b5+4cC|yTnpvA2G<tTsU0Te@1r1?k-L=PEYJC&O>KWMuGS^^LT6m
zj%!RzFD}4eJ-7#^BD(k(i~d7Vk>vhIcWAj63o9_sFY|@Q?sHoJ(cOD*?%}<8CNdx0
z$2^Ap9)fFe`~j*WKyYmu>lZ8DlRO8Y*DBMHP;isu2W#`Y%hS|Q>@CleRgtXClXE;+
zSvp!@JKk7Fc~l+j8Bb(}6L~f!oOb%7W^dRUef;XP?|<iqKmPtte)9bvfAQhh|KZnP
zp|7_V-TZIx#D4W>fAPD&{o|kf=qG>h(?9&)x4-}Sr=Q<k+``IKvoutuGx2mPnu2KO
zfLeG{uneOW4+l~43POTr`eHhRi$Nf!gk2*-&^yP%1#zTkz@MW42}RFK&5{|tkA^=Q
zGoguSvnB}db=hJRHh8>h4aa~(-l39<gDnaKfGQ)ZgB+DDv<dmpR?r_=EsXl`zQd{!
zjWnudK08vM{BUm<#}`!rUM}R_E<QTow$O?IC+0)NluHSuQ()z?8&ZJCWY}&qvkuHo
zG_95NbkR0R(+`YYIDio-DB#fYTA5Y?n<0Fx%+2uq()h}55e<?wo${D0c>|v-;I>gX
z3pAv}AJj)qlS@&DK@|@;GI3ul;I!%0LANa#@o=usC;Y8KlIvW2y+vG1Swx3aIpG;p
z((Qb#k`AG)mD8fp3oOwrCd%m`01U5JB@?T`o)v_%R=HQnUiRxRF1pwK3J7FW&-Mz5
z>rU~a4J6B*cZ%1&(si%+?5z3py!q^`fs**@y7%GJ(eq0Ycb&Ei{VG}^YGZ-hSu+de
z1-W$9FP=701`AL6#fw(@*{Jp$74p3G!A<XzXG3nUZ@Mqen|z_Odg`<)j6}XG1^OCP
zgg4MD-YG=5XIK?_rTCzlJgp|rYr=UwbygSOj%vcwLFv_bjSs)+<W8$mZcn<Ivufm`
zp1A6uQRYSsPJf`FXuTM1m7=|Byi<w{%8^#a*RRBQzmW?9(qP8=)ihdXw-g7DowoBB
z;Q*qoVr<mRpS6o5M*Gb|zme_KQoO~bM#=yjOO?l<iNPid-_<N72|n;h{;7}7TQ9WA
z88QgmiiuD?pQ7`&Rmrw0=}wIjfM_`zt5U)eM*|Jk3+Wn7p*eyBL_1@RB19$16u2=7
z*~OSTZXak3XfDpb5F>;an#D9Urbu`eQeYL@Rnj3?z9{dPlF?cQ#WqJ}D$$O#-<^;8
z6JCelapJ=A>s0_G!C@|V9mtD_j0vkg?Jxno(pJ4-)de&sDSlJlJfMWP(5Mrr%R}YV
zs}ovfM59RC41z@?m^CPpF*dV|s<=@NffnIk^{N6+MUO4xwZ}!AW-9s|af>eNwq)Fv
zgxwG{YNIw|z^IPXf$TD;JvIRtz|XVK1F}j4T!mO5L;ji1jQSbinFoDf1A{7PH=vXS
z9hQj8631Y`gsa)ejzuaGv})C6B_4hq<d|Htr#X>A4vSSUM;PQ}3dtUleUM*%8YEO0
z?QACu_bBC7jRqafq*mkP2b+l<FMeN^QX9JkXO|D4Atw8*iJ%{ce~|Pat}vs~Z?(m|
zK2TX4@WxTa>w#*ExLrcPpW+q_fRS*lp#z@x+U$pw1!34~4VpOQ>#bs5tj}V`A_ni8
z%Ml<71u24P71JFW593i$78FhL{K(ZP^uxggerx7oaSQxcqJhRdo`}Q2MJe~NtHviB
zG)S`4S~ySx-Vz4U2zb@?Myhu5d}3}FDknNPs9qF3y}ZcLRLGZj1HHsV!y9!KPd<b^
zxXUE2OtQuZ*>1;zYtpEhAF~jS(CNhLT=Jgjd>{}~9LwbF2<`8RXx3n`8jbtAB$Z?+
zj0&lQVpY^&1_Ur*93Sk`K!H5CwYp9OT(3~UeM$Ea9QXFtSNAtor2AV6*}>An+|kkT
z^u+YS)byKr)tQ5B-1tl|jjhbh0o9<(7+{*8e2n~u!)kt<ILSOwN2VLc?z}TQ_7Er7
z5+1Mz5MP+Jm}L~VwigLSB0f${GMT+LJq`Mrx_=KAYf|)g@qmf(yLV>CV8*~*<13S6
z=!wg3pclAn`tG}{$cvBeEsDzH!=>qmvybocX#rqU5AQH$G)u9VSSg0+DfZrze-Q(Z
zQ{&r<Q`{iO4p!%tdu#h7saF<`H#cMy#O?2?C5IM%R(1M_8^NM+MnJYXyc*nm`|~fq
z^Tl_6^u6Et_NQNb^z_xgd=+^7-vHyhy-)Ek|Mbs)`lFwI`Hk;<|J%R)lOOWVm#?0_
z-(y>hi9UAtvKZEdVj3s{<&`DtS44VadKLgCL`!M0^$Q<9D<aHelVi*ZF}QJR?vqRk
zdhBG8@a;ohMT3++I&~VYK~1xemDO677HR%-IhkJb5uyxXCviZ1;bzxTp^2hLbq%fT
zY&ar1a9|M|lQ_N_byWR`TNv_V8j$GuQH!A->cTj-FejoUen@{2eN9}_xe*tEKu$B2
z6{)x<8S`S`rNAu1dmay6(~KfvQ2qMnA5w7<2_R?K+x3dgqNSjz#-fc7of&)J_c%&<
zv9TX}_Gyn%%R0dUdfiLZdByw|?Mc}0N=5=yYFKqj;8rdf3OG%0VYpck2ylD}AxAkC
zL{%)r{MoRl&c>zBR?9{jc|b+9DUvfu+~$NJaee?H@K$Bw-da9(F|2cPucTwhg;>@H
zwd~cPeu;%1Ew5bw{J=6@HuKNVnit)|RSy=c^8R(_*?IHnY5mz*{nb?qHtc3lId5}q
zp5imN3$gQ7;i_94R+E>V!p)#MY@|Bn=yksY02?3$mZGD2>gfonvGVew`SM)6y*jTy
z9hRRCEB$hOSdO37gib!vE5)F^F53BiDSqC_U9|ErY4vOn?(3|UJgp?J+Id9A>sIEb
zm3claT{cp~Lgc!UeAdfdw^OH;$XPiwEc!1RiOY8Os*61=3g3m}t5pcM^1)#ZP#5gv
z1I>)Lmhu#%_D(Ux(;HNhy>bGy)~^YzVg$(&nUcTq4fZNYQlfyaVH37N;D)~r+|{dR
zxbw7w;SF>IUW#ED1CoJt#h1M#z=P4Z)~V(pH`>)a@?x)91b}fT?X%Rib?Z6EUNQAn
zD`O4MM8phQw_c)4gy=*v;2d@8)C&N>xK%Q75LdgLse`yO@fLnFf$u1VsDxz*NXDI2
zD9v<?vv4U+R3XVZIv4Uq082iH=(D1{*Q&=?AGH`_W*wlY7WEf{o{Y;<4S9+lTi$5~
zS>>=xx$GgGsu*zPUADBvm^A7T8S{2i#;gZ}rA^wL-H^8FgGyP-qT?i;Fu{o#V|o=9
z{iIDVI809BD*Ic2F=(`u(^LpJnu$Ou;EdS-U>b+|I14IcSW2rBkVHM8FE?cfah#bZ
zy%+JFU$*@%<=&=Cr%HHiVY@K~ctbC<8eo}y7Cp=ua42X;W_6OP!}!fagidzkV*cmw
z08^am@L+3c0qA9CoE5mmhRybd{zRsg%ZTHtkB%%_o%TeoK0bDvjga3!5f`h_ZWlPs
zro+r{;;lua2~)SLQ%5m+8FgSY@RbnovF94FSdsxhzm#Q43H_d^(;A_*&+i2Y;a4vR
z$%`(Eda{`>;P8CPj(M|IP9<m@26Q2(0>FwKHSBg$iu~se*jEC96JZYdg^)kPe`p$J
zHA%v;K_#l!T@v_p&ZR@4TqF!m%Y*`C0dUcWY<e*w8V-02nhXplyuU`7@VVmffl4J%
zkWYn?H0pM64;g`o$1V80gc`yQbJXQ13tYRUlEHv@*olWI<S}bibQ?OYR_b)Ho>Ga(
zr6^aLXqdGsn^|qY2k)DX##Hg8Gn&Xd0McmcU{OeUd}K4?@c`mlIDX>bV$PB-`_<*;
z)uolA-F+%*_qR6@e~(2M?b<#T^sUwHwMEJP&hhcl>=YvcgdC@~Ru>=Ly|eLVK6`y(
zPP(&$i++}spP8wxg@yIG`NfIJ$p<WDQ&W$r{{EZT<Jdd|)a(o$rv!x8*;rgzT%H);
zUs+~>agECQiHW%}__5iUvGL`}$r&2&VZ$awzy_k@ud5UHDOy>e;(qMGJp9-r=&!r%
zO49B{xy1Ct_b_@<8iw4tHZw^LJ}M+Wd~EhBGk`8}<cPMhE$U?!Cf8=hcNXX5+v}3G
zxt--1=_Vd~3D8Sy_mau&8ok$IO9UdldjHkUt0zNtkgq>^`SCYD{^k$A^TU_t*Ppz2
z|6l+0U*FzS`&ZBGt$zjR`}*mRfA;l{zxLVdPk;Qq-}&Beeea7;KEJ)V<wTTE=SzhO
zwW$L6MbMDX&%B<v<tiW;`nz?^%MpzCwDFYlRHO^oz-W=j<eZ3jaJ~3lHhO8e_NCAd
zrxi7<EH1)VIm|}7B5^T9e8kHv(P+YEr?;G?5xdvva8XrbU~Cal!bFJ>X(or6-66f(
zNr$-=2UwVkS(+GWEEiE3K}97pA1y<yJ#t9nFhu<qt0@@nRf=PaPT{d=Y+6|&WFtlw
zC;y0%8oU$>(JT~=L`eHEZ;2C|u2(uO*_j2K5s+i^H<ygiC!moZ;pJwkvQ)_O?X(zC
z%VijOBuvK=P`_6zVfS&_s=1VhzDlz;5yEmz4q%^ATf$i(k1Z7u1w>Xe!D@w=2fGxV
z_C+C3OnRGn(t?3P+?R_uAdWDlW1&Bz2%-jBC_&xe*Xq$kQG*@I-<~#~oV6}{<xwMx
z^mf+D0=KT)c>oXCsZ)$xbqmkW>n|@`+&;K&LvTGEHJ+W;;kD2fUtD&co;GhsK&cv<
z;7zXt>2%)8j_S$VLHXIJGK6KyhlZ8Jc{BTDP`+#zo=`Z}uRI@=POIFR!Cl|ZMS8h#
zHyasNlAS^n>Zw(Toz~JYX;;0{pqjX9Wp6t9t7hi9mAz`Dp0qPp&D2FLIVwdjs)_4H
z{CO{X-AJ5Qq8F9Ou;4$d#?I==(|Y{8DfG)R<jYPWR8PCQ#o(|Kh5iD7)dW{LYU||u
z?R;QRiD4K!ZKOx_GzKux+K{i+FAZy{L0#aly&76i7$nxnMZ{!5BU{Tyu<Q34*>*Wm
z$@m+^DAl#}+5WrNj_MESG8)zT^<uC7@2nT-t8~_H^r_CMkT9+Hn?y}3WG(rT;4yGn
zgNCR>ozcD_L;&GPmRBSiIz;DkJp`$|Xz8zI6D{VYifPPyps!v9Vgxb-BV3^kKNbrV
zV`M+W*n4Qx2wQXsr&(}YaSZ};2qfZxPkZbEkpVOG^NB$r)uKfWCt<*uwCc+~N7AG%
zy6r`r@LcBT)g_lLW!4v6)`HVgbXrnCtdqkuh|8diYUO!{Ib$<r5fIH<Buj)#>+wFh
zNYlZ#{b)bVC68R1^;mL#d)8~mh#Al+!zOLWq>fm$IJS+FJz|n6a&}r}oL@t;HfS?;
ziYZL>ezVq1WLSO#@ntwUBsJhQspD^)TRaT3NzBu#R=5mWa2LH>&{?!t04h|6dlrJC
z(tW*5>OebF$n+;tv-(6!w-TeS(!;G~Dn7Q9C}nUs2NI)FZc?52EGE2O{AS7acE~^C
zZ4i@>j6>?wd>#;;$E5d|4Gw<&5BBV8rCYB9(nLKDNb?{YVJ<7+C*raveB>fM$pD5!
zWNrb71=o~MMv6j=qODvsQiw&<L0_HW+H{iZp>D0fn%K)HmuJjKFo@>1L5|__g23cM
z5HV})tKk;IT>+*d;{#KgNp|wNdM1+=zqBD617i78A#Xb9F40ayV^|1-y(b+BwkyS`
z*G<hu-0Mklz_ihUCv#}jywnMg)nm|+xpNzh41{}_vlN5329!Z+4}n{#4D>%!zXP2`
z!P?Qm9tFUp6#1*mVuaK($WQdLW2;sx-DM2~n5F=z(q(#bu&<K?y;hF*ca*Y27MIu(
zk;_ijmzNP1B|BUA?&L=@=C2tN+E}6xZ+3fy@y4mihX{G%bTvH^Q;!~OEX`@<htOvS
z8|!lEzSwt1_x<=dkO{&HJrUqE^N{MTiJjFIYQUD~X8COJRP2>YHr96D^vo}fk4*xf
zczf^8?()j=)HEMLYdwyyNAJG#_}(21`QvxqoxJl7g(`Co@1RA(Zqfa<I{9dYrZ1#M
zv2*po=KS27hSdk_Gmlp$#z1sf@gcadhXKYm=4O{B$Hh7Cg=ucv3$sX#lzmCo7iqDh
zTU8^Gs`n+P6S+gHbLh#BL}&nb`TUdjpMTUXQ5(|v^yP<NfA#U#Uw(Am?tk{`!><+|
z-+F-aRzJbt`|;0y^n>5~?zexN-RA%DgCGC+`#<{aFMs=YfB2J^Pd}(vJM02suBU4`
z=Eq<h5F!y;Qfc_YygnegL%UambXb&Hu%OEs51`JFX>^ADjv!aZbac})uQx;kK}f8S
z%MG0lb56-NJW>eS%WUET7B0(bp&vpW^}B6QV`81Sk`6<YSl&otk#Rr`rV&xTOvG5p
zAOLhgi@(LgMV&#dpk`dHpz!>Nl^^(cCU>bBr==nlj|0G{CD*G@ta=qLUqX{^n~p%G
z%W5nNan6ryvas4r>XQ9j%BNWiLhEEO$znEpoKAY4Q^`0hjTi%{hyLudkC@&oQ#2h3
z#Dg6E4Jj%XGcj6KyUh|_FE~3pSNaZfBIql!5yKL%UWx0Na|)O9lo*g~LU!cDMAWf}
z6+Dig#FL9U;k&BPVyR#?72s_>9j5#N8L?kW10Jw5kv)9>cJzdP`+kFhh}-k_d8ag}
zW84BY34==fx(oVB^~$k!KGZ8kKqjb%+<7x7UUu_PWG~LzFVC8wspn_)C&TiSVdd3D
z8*TB~sCv^cUqFkAACf^F#FT|-I6(L-hEMAP5ycBsyrM{UaX-kgQ%Ll&xTk}|a`LQ}
z?iOQDMs=+Fr?u31Bi*myv=`vAZd&Oloh+=^Z725(Us)%M*9$y$QHx*KqTFs;!c`+V
zEQT)YiSuggh6i^tmu*DYU^(st1olh8K{<Hd;7iB4d4I1M?B)Zlw1>B64dJYr?iTRX
zL<cpZ3N(p@KwK!QkZ)usJLNd{lbs}+X^<a!Olky5@zyDT&B|$CDdlUF68OP@xD;`a
zaj55_gwXhDE@u+h!05HWgx@S@;K4-qS2{{uf{wC6GDMYbtAgRbz+ZWA_06;%?ypXj
zo)FqKYyEm@(5zw#>Q=I1XIit|D`jZsIBiu&t!i0_6r#RD#G4Izu=MbL2|6_3irJ0i
z3b`d+G(TuSVg=0n>?zpI5$G>$gf252RN86IlblTivL0&zDUgS`Y)za(c5_^>&R7fu
zho#^&mps<EUKv&#rH$$;W-Y5OYtiRzM&4#^2F&?b@lz0AHa$^F{qBZge=BCz1od*C
zMn;!b(qWES4Je*ThcRqYhm0zh^2nu>MQw(x&n~!aK8r5yqhl(_jst}f9*b6Uv=8)h
z8<ZYQ`(`aY6+wr|0f2N_pz?_F1%OOuqaGNbB#tN79UtzkENPA;P-K#gRjpKVw6&o*
zK4Lx$MG{(Dvb`bS-#gyf0fQZFZ&|4c)u`<{HNW^~r4oZZ2nW8)rqiKjy37_TaXdx?
z`lbsVQ+f#f1*ij$#k?+}m;9Bz7}cQ!ehdLL?sJFiwlwpSc6-?23|P!~>A5%}A^{M>
zPT#9m8im4;G)^o66D4BiD!p^DVY^O;DtMdkow_q}2RQtRd<wxpvs}RXUSd-o4+c4<
zpcgyY5FdUn)5vD>Z(0+Dkhh-a0-=x&c_^l-W|CB4gxSczH7B-YPzy_)n$C`-NZQn(
z<$D21y0BHK6n5IDNtjv<bUxz&gSmp6f&t@V)@`>txjy9^Jd$9%$4Gy2bSyjA*T`ff
zOhG$9CRi`ZZ`sL3i{wgHCOzhcN(guZjWK6H<sI4qBieM@?`>`Ftgq~DuI&<WT!YzK
zqZR^Z7gb$2?Ptd)7AB{6m+7b*$11--WBjsMEc~ViZ~1^#auHdHRMqOt%o_mqXqGmK
z`*fw=qZ|wmKen-{v4>-K-^EqCF*`H!#_q+JRw|BJQj%=1-TjUK6DYNc7CAmKc^5}L
zQOCQqgaO88?%kQX^Uf4+@86|CVtMk>jM%?=pT1TA*f?(|#+lpZ$*oL}txP_iesq6z
z4oYp3RHG<3PE&DD*ZmY#dq-QVaJK8S(;C^a{9s4EzpIk$EBE#cGPzTSa&3=!V5*B}
zo%2sV{KnPjx>KlK_0L}4zQhLmbZ~Lq>3{ywXJ4VOw;J5M^-u24{_KB#^K0Mv*5}{;
z=;g;BGhcT5>eCNC{nj_W^WATM|Kkt8HtL@W3F-{RoeRtlXo#$MV0^6<#U{iYQ;$NT
zkcuZm?z|A@>JnlKiBJS2PBXP#ctis(2UaSg&~CFi5eng%LaGGA1RPF08<-r>4n)yV
zbwUjw?kU<KXv4<&0Da`PYJAv4R5F7~nN6oo&(1tvzecGv(CVO6fUwXrxs(R%B&fp>
zy<2{((H!yzSsT&FkEwgYO-}(Kr8iV(u=C4fh-v491Z&8#SP&B`e;Cw5EQE8TDqFAB
zhJ!)4c{&=|VN~sJvTO9sZ+`yl_O``Jak)UfDyaaba!<Q0&cYmvlMz2yG=lX7g~DN{
zgOMiroDhzQy#!tk_1IB3#YY^*1{Q816m%M59!oJ!x;$K>;VKo(N1Pb%^HEPG=&q(i
zy{b@2p_|xfZ=f>!_M%5?J#odWe&y*!`%07xv+ZL1vV#FWeTMm5^tYz~T_YsFI?kvV
z_j3>T-+;BQx;OpGi;L!q^V)T<093mjR9>9cZhFP1!>Wj6%CTWhz!DEeI&TQWa<rZC
zVYq7NLW6Pwh}F&nyYO9wXk7$~p{f8YCDc=XtY7>qTp4CC5E`)Us+GQJr>^RWXM@6%
zZuU7~5B(7atjk;Bv>3Xo#m>s%n@$RlcH7Ck=;wLxbt`?@1hypsS9QVFD}?$Y-14@v
z?m;Pd(Zp#6KbE*?2qQ9*wZwS~*L@D|3+#$Vu1Eiv*pr6gD$*Aju+*rT=~e{0PC<Jr
z#b1}$<cJ0!iNe&C2%JJwV2=+piXg5;CW2|)Q_V&&fC0DgfMLI>=3;~&hplqEN^NX{
z&;$kk^<rw!t}^Nb=pw_2ZJs0=^bf{+JYDsifaXXk6Qv^EO0Jm~^K0BHkYhnlle(u$
zzMO<n3E-&D@Y50rl;XikGL#88OHqF<5iW+j87y8bhkC4eN`{gAh&qP7F}vvv@^Qp0
z`nXLGJ(XuB-eImseMK)pNPWVn#pQ*(Sa#dfSn<tjsI9EsRPj10K4-?NkE%~%T6x-{
z%R5aGtvpVu(Wnk;WnsNSvAQ5%Tkt3ky(($as`IIj!$utVnwUw$hE2+4a%+yAN@*_O
zp<g0sH9+h2SxgwVPT68O@6{MhXz^Y0iwCa@h3h7Kh#H%V`<uLg_52%|(&aVi%_;@n
zdo0{qnbf7%IB_n~@~2bnEHCX-ue7~MZl;aW&bVbHl1-)nS89nwcPv#(_NAK}C%fAs
zA$BZf!_}medo4!52~`p{t;S(A(LrI?DLp2g-)b^3MPW9QLM26rAAo`jC?mU8W7TMj
znGEC9^o&8B(FqfFQ!C-1LN*oj(jQAvTLwzJQY3}iE)gZlRPc#{jv~QPr*X~@QMCv>
zBW*<AY?1<J$i`qG9|`575kOZ&Y&f+r*ijIo6-LYx5V`qMJc8PYd?_}#;>M5iV1LAE
zO!{m-;tVt)I_ONZyY*U+K_7P5aKTyGKReu4NOp;TVyCwPvDgQKm{K0ubtiU%0)8J-
zOUD9^luBVa`5s;tkzf?7b=bi^<my!|KRK2ha@*hBQlBVH1|t`_S_R#@Yx~<<a9M{3
z5(ibqD7-59(ZQBZDLLBTl1mRx4y8t|p5Z5MK&kar;M)qT*PAOF8;eUj>#K896T9o1
zJ1guZPA;%3H1T+6jj`A5wRxtorw_Ka=#E%lm=_m?rf26LPb^JM&p#GRRzYjC6XT1l
zZ!az`OigaDt!%EWZ!9hodptQhWG97E{=?nP*~br8XQrm_-(8!Y#7K{rIQ8(}1ho}>
z2BgME4<5h!4jp2PZ){_0bXGhfS;_kLU8*YP#vUz>QzbD8*+t#N%)@*C-fMy2xWB%M
zR7w*v9bY?((|apyOw75AYUV8|KT#ha@bjrY*w-FPfnGs7l_SKH5g;yKKmUXpn@$DM
z;q>L@(_W=<)*jsquFhM%Z+-rauh7?94{+Y<C-|#h{pyF`{hi<X+PA*=<cklUzIt)}
z{QC5U*~j1d;#=%Le)Pdd{mzgXA1b3cu%Is{W5Is6TguaW1lF?0{nP-4IRO!Y;<!eg
z4g^++p01!<Czs-Va$~)4Itd42Hzf{8bq`jqnBR+sfy*(f|5A}Kql%dD4R1OF#ob1|
zhJr=Pvg}4Rsv;MuR<jvvnagg28`m;cg0f&X^WpMCsa}Z(Oh#1&7s5U#7A#EiVxSW5
zzSFGXX3{9lI*rdoxda`kP7>RspeR{w)Qinl+2M3lTOF6np;pQXErOL;YUYyAW-+l1
zXI4n%2fH^<*kS8jo}a#Y`sB3Vqdg-Xi{74(T5K$(;#ncyu8F>TylYgj68*-L9QN4A
zty5sZi$f7BbBZ{=aB;wNHS^IP)u2Kk<ulh({;J@|cS6%5-S^E*lq^;u?#_ms@L-i>
zpp{QF^H@GYv{FEMUG&PB%-e-XBOAag_4>LE;REl4n_YBUflQid=&uo74ZPn--HvJq
zf+OA;irV6{QxSmi7-YxmPW}SK)y!VD^ZfM^NK=iUiy$X;T8oWD4Ce2_gAqc^g&HYe
zIqEJE&&)<C5YLC5<(Rt|arH}yJ^-woAmMn~Oz}~d_2f-kIIBjlTdDJM{IV|G0s`Ba
zr`_CDEq>EXUNsX>+5$Y-X(@bOjb7BEmq4;gWK@pS63$LGFersa<xns0>*l<@oS$z5
zDy&xwz>mSm^-D4My6XXTVY%~eiDKAutkNX`Yu2dq{~PSjd(~<tx;8gO?dq9GdF60_
zQE@hG<SFehrb4`>OpMyt=9@0Hb~#;6g)jO|W|i6%9QavowLEj2xc8yIaOr19-TKv8
z?`+UI?b7KaYLvXi-_<2F$AWxD%sC3AGm>G%M7lH!F(fT&X3?!;kUzO-h*3abN{9HQ
z5ak^rZveAiEl&emfzn;*tf0FR4ZI=2Y;lq%E=z%tCZ{Q8)ur*hyDV9cJ!aG6$VxKp
z=dhH6t}+^y-&Lg^3ZIhARB)J6W?c}omeW}B+3|X1?B=r1DVWrGyT0PHCyXlR(QaI;
z5bgJ3UQ%P)+fZ#R`IORt<~U|h#?9)mPGLRRju=%*yD@6g^3_wYOERfjqsWE5PcD1c
zm;Lk84s#HrQI`^hn`?1rf!8oejRrG6N4pW1iFK;?F&$Pi&u-30uTZ{9cd<>Qgk+##
z)&m)(QYa7h0YwVQA&z<?$98;ck%--3@Y(DXQia@Jr4%>*$;tknVt@B|XPa7kP?kc1
zzNYiptn$5Gk6s68A=v0N7$CSzN|`}^Y*EQ0ZU?3;$|VYd;4+yYj?4-LbXL1su969i
z<EqoJ2F|r)DjK4h4Fed(SwJriag}U}o~}XyZ=O)Z`tJ9VGQjW&0HfC{=x|^y3)?MZ
zKb=}7oL-g-Qa>9FX|6;4E=M*_O3^`U1fH%8Qyq45m`Jz$$fZ-$jh6H{;x4m8BSWr@
zILsU`2#_K^MnFQc6XpJ{L#L#ASGKn;-Pty&l=$CdyW5Oc(kZQz!Re`?bJa45$REmN
zvb|lq!N`=7R)$AzKfv*kj$gU#O^xl5C^E`q6n3fQRMj6z_I6LCjI%MCHP0;L=JJws
zcbg!jbazLxx1*)->tOfzU>|;LZ)f*VB4NOBX>M+PWn~Q^l18sNrXLuoe!Q`|awM9;
z*0)xcH&zyp4-e_1Sej<WYl#918o(B(C%2auL0_|D5Kyzk7%9C6m`!1uAA7j5v`D+x
z=F$T55Q-xxx9!cPxviB&$gA=9-dmcaksf!}q}ZW4{*b~7O#CQ}RM}77zr%(jl-JAy
zd|YD-<BzBB-=~`bNJgOqy%uC4=N>)~m$k>oSaQT*&yDu`6^d2a`C4DyU0vE(oMQrM
zb$V=fWe!VRA{;p0S=(ElmG5m>bt<Dm?l72yNG#9VZ?5v;tIxmp<?sISfBhe&WbvxU
z1z-8RiS;%0>f*_D_wr_N{^K9~;H^HjfA!?v`d8o=zxc%;{`3!j`lH|b-5>nq>mPpY
za&UFpJsWjKx0g>pdHvbz_dmWky-X)k6nN21Bt!xLn`)_q?VOk&4dFN$pu8gFbo@>b
z7fto-Gm`$p3S~DaF_~g%VH1Q#qp-t79Ej>s(t$y@*p$dc9^Dkwtl|c7nvK+Ci3b_Q
zvHIlDtdV7+0R%@6iF<5jvDm>DQ-J7+C#sV}Rx@b(Io{ucH0DmE57x?zDy9RiTnN)5
zXs7i^hy$d!7Q_jkNpi4sad0w{xX0Scj0iP8>BOgB`>0m07RoiU;C^4g?{hPHrcuio
znZweX<#1}z;LNPo^1Xhe*J&0>n)lkw=zuv%MYT#9d~Ro>E?)~+S}m3<1<cW6=`<JD
zK8J(T3VI5A;hC@>vxne!((#`1TZ=JYI$*1(1G%8J7<JV$_<uY#!PgM{<gW@5S2pax
zVO38Bnz=~35U-~rv^~&_ii-)&v7QOy@~WqObqcb|agGS^LZ{XEvp42;-WOHBUg3&X
z{8pA0h)c{@oh*??d}5<o9BB`C7JSr2GyU?sfdqNmFG5=ZoGxk!Fc?w9({dE&Jlt2W
z5N)Qgd|S&=SA(@65g+<;AxAag?c~BE3b=}~^IH10S9&%mQzda#Pd@EtZ(1qz$E%uf
z@&B>+-pz3(=9%wjxm&e&Yu9U!HIc(if&>U6XEZwJoO8}O=Wd`IIRlK7N29Sk(pt8{
zN?KXAwbpuFcgtJ%TkQQEs_u8-A5(Rz3v4uiW|KJmocDd6-&2jBc600>k2<-tUjDR`
zIq9U&ds!S`C+#!_uyHj!Du+;6oxHykwlH?%<Ly#lrxF|%{mq1Zw;mriV!MslQ7^}6
zj@cclfnD7GwFD5bQ7cc{v003@D}sf7(8%H7IvNvd3}-_wUaKb6Nc9|G3V{<_#)}nY
z_BHO61>`Jy)fztP+;+3HM<*sN<bwAedl;7f0st`}uGD*$Ghv#_*;Z3F^QR3Xt)0CZ
z%g0!^TA&dIpae!BIx%ZmZ1xF;8?_W5kpTbVOu#Bh4A{O3Sy`)|Pa)6HV<1GT8CW85
zq;)kFPI;|mu3XSgnCHnnx~)0CGc6D&OxUg>MopN-B8DzV5%40y-lE@?ciU4oQ^sMg
z20Rt7v*K|u?84R+)2mr8dSx4g9Fbvphq2<dm0Tv&SKh8m8I?(XD}m&zB`K2zN*ISn
zw&{{?BuuK9QJJ&rLmFv7CGn|ceyu!e)bgVNj+wSLjO_9hVy9Y)LdbKql??Y=m0`Ee
zA}sEAr@}sqTA|$%*|luSWbuIW@^tj#>frcb`{a;B0&!9<)-Zd?odzveQz}FhVMe(O
z)&%Yatf6|P9IS*!B-T;!ys!`pFi!T!H$|f5W!VN*l50q>wYhob=LQuTY-4SH2A7w^
zprhvzV>v#2R+&yvs}2kC9=3Hl3Bw}2-)e>T6|w{5_d}n++{xo9B;vrv*=@I)wF*^1
zgp2TQWtdzg*=U#X<Ts1ugxAk#3opU2Q|G!85QIx_2;1!uyOq#^9nhaf0gIlo8!eN6
zssUoX=w(^#vHPuh=3`E+$_xA!znnp1QAoXPW{oN<`p|9-m<@c&MW=v9>C|c{0${9X
zQOVp?pOaoxtDJhR+n~i3kEY@@$OO!5HSz$BnA$A))-r2ZiB=|4ip55y65+(TQ7IN7
zSy>{;kX0+ot8;UZRHYlVozJc>t>ElhT9{j1TBO5zb#?}g#5hsKbWti*%48aqdUYA_
z)r5*W@#86#TWcH0Hh>jt3sjfR@!h5#Qh_?Vxx9pfYi(}kja^>?0+w{->KxAeWlFeF
zUytumqK)C|;ndyx4{qM1@DY|5A8>m|m|{J^NPqL)9|%(FCSgWFK|z6-ym@N@a>axD
z_dcX@h<znV$(s;ac^HsY=&8ssnuGXw`u=T@U(=Kp-S~*9*Bi4vmV2NRG?oftZ1M5K
z87jBvV|@r$UnuZe#-(=ewsLDzw7f{RbAIxkFzX{Q|8!EaG)MnJw^>g|qUi{;^e&fK
zN4uwAeDdwDe*U}N?ilOn=hv^R$wD(*>J}@nPcJTZPtL{%|M2Tyz4dSJ-#@{(`W5)y
zFMspvpa13;fAg!K{q^5{^VyHCj<2Dbpf#um9JaTgT|C>{-fLBwSnku&D5oGsIv}tL
zX-YwYsgMh@H(V@YfQX!kkJdJ)AK(LELz~`Wkh`#scwI5PUIr}?hL8`OmnG!$L4XK)
zJmBSltP(8`yXj)HDMTAEe{5Q1)JwG7hM9qyK8;LL$Y<FnShRYzL}peC9lp54kXYaZ
zxzN+ANJ3M`EP!jwI)hoOv0$07+X0IOeI9fX11}y=n>Ia=xXy?I!H{Ux*&-x&wg<!E
z(CZ6oR7zBtgRod8VbE!?r`arKA<pTw@*7<(=bt~n?DyJx$kJwQcZic3G(?j%Nhan$
z+}~+|YHSlyNVC&q*^#1cJc!AQ3^<uAv(Ib-LzD@kvfkh$3dxku*2%}aSdS{n8cmLc
zP%9Ux#$8OA+UY>Afb%@s%<=(DtrRIm5L@I5(L!M7_drtQLd|TjT@buaxUE<qqN5lM
z9d<JNf}uUa2iuhhQ=>Nnu_Q~q1FTk^%wZ=xz-`q^b3f@tMr235!o{e1&>@+aK`CL3
z#~wc{g?GxaooeDw&!-;u6nvIqz?$<K3w~=p;K=!Hr3iDXP!AA9Da_h&w~+y2FYFl`
z>EkvMD|^CiJ9FMIp7o38!wQ0MzmdKiRxSsn>tXSr9zE;w801+P4aO*Jx1MOG-Ti!E
zSPb=Z-tBUT0U8<%FvX}E-eY1mVAGmHH=-(;;Eh{pO#W;kSwZ%yU@*hAv=_e|gRfze
z-5+Z&ta0T1<1A|F2sqkl44YXjUd+J&h4m}oUNemhS=0!^j3pz9NaPt~F`PNfqi7s}
z16Iq$Xc!ktl=4YT_}~Qqf-wgZ7H|!qZB<r~<y3^nw96URjtstHOnzcMR*DF%VFRaq
zf;t0|kCg=DFXD}YAFNl)^W6}87{JP)8v@QWOGB4UpiDR|8DRK+S1TQDvBQe_X_98@
zRq#8TiBLTr$a`!>pB(@N*ww7f5I3r_FeotXL$q_4Vwm>L+L%t6wHlIUtyi`wOual7
z#$QFJA)%8c_40&XA!sv&B%+qPCFnFIPB5=rlr*aG=bKg*%p1!drG(z1pjPQq$=wR6
zPop%7)`NOYK&vr{H;v+Ta{6|Sf*N9A^2+r!!~>*LhgPGPish>-^AnFjgZAo$T9Jx@
zH2j+FZvAl7hq=lyXKR^aCWS^KQLL{mPftl!78j={g$*ON?UiM%Sd7<8w!UGZ?in8Y
z7T02obmX+J%Qi(iIn__=a8`-gpaCc@q$z`mS=8@mScLrZnG6=CT(Q1FbEV&83{iX}
z+GP0{al0w4j=EhggN|t!iO52V7)3lDBoXN&<Y*;?$kn1B55I}dN_x86l^QdD9>CuP
zyQi=gq!Ll1@EWzyVEGNVDz;oiQ^`u$j3_0WT0tiz>Wi?aT`P6#6%Hz;)Cvzid98|w
zflJFDIaI3kb=Af?&l5-*Vobfc%Bj$zQnGBtNJduzzIp&<=tdF>e!G>ISBNcuhmcF)
za_D7Z#m4&b%pA=g3elz%kKE=4AtNCJE|DU)#A|CRq6#80%8HK}j&WjC!vs^yd9X&N
zSYKMiCx)#;v4#4QZEXMnQy}3)tE=lPE7T83MC(eK6rcn;kipT$;v$8NtBdngY4frZ
zT4dG8^{-m4V6!Pk&dn_>KAmL?$%^pl!^e;B+?%?0f9c6IIY(UXwE3W&?tb{;gIl-m
z-=rG*#^YPJC<A)LAPe~XlSeZT?qUF&fA|pBJ%S3eJ(`NvA)0pafWiKP8wQ(#U?ajz
zNHPlY?8ehKHI76qXCFR%a_<h=#<iJ8k8gdrG5=)x-i^iS3EaOVrxqT=vcL~^+iBFU
zGrW7mGrWtxWn*D>YhjlEcr;HHp(_Q$xp;>Ev%}W*_33kn*R^y#Z1?pm-F~UnD>X}T
z7}w1ozIuH=K6r6_^xL2R?5%!l|NhCn^{>FMfBow}{?otw?N5L8^5WIu&i?hu)z$G8
zvoAtm%>oTIdq?A=VSAVe(Y^+G6(+M6Iz8wKru1pXUqRZd<E?tBQp^C_Vq6dly15c0
z^%Fy2In8dfHsPUm#Aswt@3q7u9^6?W57u2B;X<fcRFAnW2p=<!EDR6io}gwiI<x9^
zM0h}ZVa!*{<yNiUq~c0Y$H@m&BV`y+Be+1*$b}ONr(X+)(ZrD6W-{Xbf@?wXZYmyy
zv9DLFSZCU;29v?$cYD?r7s2dPlr|pkZtsk6^6NAzqh1S`zg4SJqttA+>^2*6D-(82
z-uj5vw)4}Y?ID*()m$c9E0-=#_K){Q!)_-PjliJT+wM|#Lf;T5FwoQ3y{hR{IvB(y
zQYHKeB@#&%AU4itecf^*FO0V0{Sqt!c8k$wF4)QjYDr%s<*P&-n5_B?b8_KME>wdF
zMhdbaP)vu_#9^<D+yZq4b)lXK;MY3D{nbn#vfb+yhLsRPg}Ku%5klrgO(s|29`uGv
zWWUKmFn!p~V4&KmMt7=+E3%6088ZyQ@V);@eT~b}eRh}S=q{-FVu%PNgRf@7o3Lwh
zK1;@<PrEn_QLCnr^tCgAUM|R1ale_tRDU+Coee5S&Gbb-kIFjj7jfMmx3f&Z-aLQ^
zB&sZT+)Q3{(q|mK+|_pRsF^r!C-)oi!&b5pvkyxlel&wJVECB9SVyvj>@f|i$2-L^
z#x~ZhSl#w`Ks!h10QCiH0(yTd7v?pAlMh`Vi&v)-7g{ni;YKc0P5Wxu04aucDc*w+
z+sOCpnMO9$<wedz+h`Cn-R;#-U%Nd<WP~e#I|*zGwrS`t0J-%XlvmIks5l`7Ny2fv
zT@^5!wE}}sY)$|`kywDgG9k9c?rI`HMU+swgt5O_q~@|1^HMV2&L{g-!GVt|gR6-L
zjCP@X(4BN!gn5_G5i;xWeUWnn!-e|l<`X?AVVJ}M?!4EQ_gGUlL&0rBda*YQ>6B@U
zHm;Kg<f4RDAv6s+O;jERRZ;|4M6WEmEK!Xdp~X5fu2aUfvXnuQG^x^deaxr|s$^k}
zGN6<=#TyK}sD<ER){PbO+LA{u#!lvxZbeOcr%deU2RW@?jmoW51~eKk=+4F2FlZO0
z#3GgW^z;)cEON0`CTu4SVv%7>q*~iF!kAJ+stmA*4*+x(LXN8pOw2khm4ZxW<Xkju
zZBYujF+aETWNLGMPQAH-10Sy!>SASP2JV5=sFSQLScooKY$ml<yvou|V^*u!6{6o%
zn<Ar3rr20>G7Ja#$C`2#LZ%FKfR;HJtr=1=fkC#DBp;!EnN@0jgjpejiXU)bybo|y
z$QI9QHn6Y6;%-og%}k&48m(y4qU1_YgKL7ZHk5v5dKk1oWLT6Gjw>nRbm^6LwG=^R
zQ;IDr36@hYK6#@iWXH3uhi(>g7~MKGZ312+I!*4;Yj~Axd@Cid(xwwZE0ai<7G%o{
zBsB3=@EmL^B~eE*n-o{^N2^L@QLD8Q{uWxE9)D|2lF&IkMjd}^*@j5VR&iqurajJB
z99+QCpjUIzs+3673I!LHU|B&-P!oWxQY$!%s>qP4q;j)?Jpf6^EwzHBqeKU}XLHM>
z*2p)vlwz4qp=2EiD{OsfSxMTI4JP4J34^tb<(cW#+1Z6D3{+ESGl;lP9!zX4t*p(=
zJ-U7OA>G!PukJsXo_KWs4Jm>Z;pW0L{0DfacRqOkKE2o<y?^J!_a5E6J^S$S#Ep+x
zIO6P@esFu~@x+4<1v@=0jdKql@U0%+z747Zuh+c~-h&l}OCJargnVXbPafQxxb+b|
zK@<<c1!7rAix5~>Y-A8tg&yFg8G!s`rj`L>%uHeZV#r1|bK=eo{#GQUI9=0Yg`jm?
zOodE_%ziOlC}+S66><@ZI5XvVDej6yoc;!Qp#c4xm0~={MB@7R;(WY+y?^-k|Miz|
z{oDKZPw=gN1^)1d|NZM<{O-r!{LR(rvxA-Spwa2p+JjcFS*&y_4VEo*4{djb<y;wR
zR~GMmG+4=J=m~;m4a+@ALvaY+yRFx*w(I$@&l>g!RmFs!yfy>W_mImFcbkF#FgNo%
zt!OjYr+$|c+yvc-@a?(gb6RaSa^i2giP2r0NCkeNUe8GtEH(|28r}jN4uxn-Fp)~O
zwpJH8rD)_T2ICCJEPAy@y5+Q3Tn;DK#R`##v^9xr3ki1|V>&HpZTcCRs3RWjW;18<
zSilXE{>!hwiotYs+M%u1%EcGg*RU1MMpMWi$QN>-fAO+Wh~9YT&*DDM+1_|G=uynw
zASzidZ+Bb0R&8&zUCPp*TcqM`0IIRm&9i?j6xd>PD@EY=?3-GJG^Sjd?|2)+9Yk)9
zX$&h3-uGMCP@5|4Vhq=PIp!Xe5@@Yz%+*Z!YH`nYCB+bo{o{5uv)jnlQ=YvRtG6t8
z`9U>>(m;%XXxIhUP-lvT+)D1ZlKq086yaezxz~s>J7S78C`E)tBoeEWIUN*^`}uwL
zcfcIVVQ8pWznF>fNWpwniLh|w@hmYBY|XT%neo<>?poZP@tTlZ96Yg%n^>H_5^)ZS
z(QY=-&H9FgU_a*{7D9-(aUr;e*sCR&bP;JJ*vMyhp`;c=owR4W6y^sVHsYwS{aOs&
zb<~U>HR5BQPa)U@E0GZ%vr~@jl*2rkF?@+K=6?thiE&FPD%z>hWRyd6Av>A)32@g=
ziE<^N`b}yg%Ly`}W6)l2ZV%`aZ|31n)N`SBDFI@FZYCbjybA#gU9Dfsj2M(v(tHQX
zF-bQtmFfatt<b-TS_3JTuEW4ghG-We1xW<*WPf;eu(Jyhug=AAwn7;nhWQjkbO@_K
z_@ZgQvk>uO*eg>v8Fptw&Ro=$^4rsX$2KWQeET@RJ@$;xLCI8tiLuQXruN!xEk%5#
zu&<en0-9*1B4xfwCMHb4GO=1BNY1eubfxVEpHhMbW9Jw*Yx6D(i^2qI&7@;;l`!i<
z8ad0vgbAvumT^|vsL9i@WzwXL>a;<H5(63r<|}Se`{Y|b#DHkkvc6(mUDPknImGKR
zgPL2HRFtF?du!dWxk~*|#%=Rz<Ti;Y2(WK?$xQQ|R^{OynK-1^I^{CET<WBsk+IC$
zvQ@HW*j%^D6&8gYfRt)|ncscY`if{?Xw4HXEfA5e7jxtv2`4g@LPc!C6&GzVG=o2|
zwYVr{_QE(wyd_>+k*qHN$$VbPW$gz2=HjYsWo_xn6W|6sQnw}6u}zzz?`A=^zPd3t
zCs|%rtgVZe7u4V^6f%=c!eC9iwLveed}WQP8gh=k9wdB=PR*FzND5$U6TAbVNFOi<
ztpdg9V(9cHW(Zi!X%u*3ddZeet#oL$F_!}emt8G$P<F=BP^-|0R_!Vo--<8yQ7kK3
zap@FJtt@EKLhTP&jLZWu_PezjAFq`P=_N-KnxtaU+*8HcvXh?0jdeV1inUe#E_%_1
zRjELcl1K0uwNaPLs1OWtbZdG{2K*byCq{g5{vA4G1Dr2mx*qkpp*sUt#O{i#7QQ_I
zRij=nP_Kgl3d&JpiY+mqds;a0;4$ygt8s;4&es^2R+4UzE44D^#?q=}Z3D%%wYIKD
zsmc_R^$oP&%F`#TfB}FkOv0U*oSDE?H8KC>$?D?L(#+iCox4j@)6@3=$Ul^<tj;`q
zNbmL|dKhoroFgfD_a2YrERCQ4;q7}&!zOOs03Y$-21&-7x8D_fT*4;t_RaeresJe~
zsvB=&-(oU`SO3wSJNG{P@DYOTgZHW7rbL_D$9J&M&rSaS<FBcEw?vC`kMDw&xQE%E
zxt5=DD~i2Jc{+yC*f{f{TY$%hfzLZaJ{`jhoD6#SKY;6)EEpXMnRv34&Q{WeWFQ{%
zMw0$`CYVU@7GW^Q-Jzr>koJZ^t)9_&+Z%m){rqC@=<4wNx4-y)^Y~V4o45bT{hxpS
zKfn3;Z+`UUk6&HCKHfbT_XsMHwPs_GZ<XrJQlniZ?86m*jjLGHS0SBfR?4*P#KZnn
z#FNFs6c0oLj)>o$PlaMZTfm_UI#~yp97gD)rc}u3w;3#I64Q3PvYaI_yHfAwaXN@g
zlU@w^JsLXQ<T7GDWOkeuy+XXHSE}GG2VHI)wz7>?@hb6ZrA{WM99E~06Y$wsSlC)6
zp(B=VY)~LeZiOVZ5o4HGEZ<lY&QX|EG;(;_M9X~+fh2~&!@s(|Fc)@vsrqhp8ee?<
zHP_Hyk29T0-~ge+5psVxoWQ<iGU`A5<oVUnfL~ko5x7BKU0v;uM_B!-N3K`Pbi>t3
zxxL{w^>DpLg~)lY+3s}^VtLw`cX~v=;+<0NaJzFf0w|U1)ygF1aKPXNqMsTQCx|NM
zUDc#dsO$mumBVTtW!^=cu%7hyz*S{~*uXluNIMrQge`rDUY-0-EyI`8Qa<<$fEO^&
zp9};PDsFkkO~{p2(zy@Sp_9Tf#efUhgP37Lbv3FUHX%PSiNgAx+%AWaSm3kvSVR(&
ztVPi|*yekAVV{VW8<hFEfoj5CjyN(NLoMcDE|>S2YEgGFV6VqqowRR|542P6PRi5I
z`gaQ9y>fhz@$EB`s>a7mpHiMy!qv}uM_A>dq2~GiF&2wL_^}qp-!&`*kXzN5y^(Zx
zv;J1fQwiHT86O{S7el?AubaaN$4JmsPx}PKYY_l`oWFZH&V0#JiMuj>6O;*3je?0T
zZ0!``<fn)2^3k~06?!lWgF4XEJl&2&8oQNDzeXG~gDz@h0Rm8wncJp`lH$u=^<bw-
z9XWCfJcwY&N=Jkmak__U@LEf|gBAp^QNMXO>Ww<}QZhoN4uQuQbqNuFDG{VI9RU_`
znnHF%KIHBc;;mey66aqE-<Kyt1r-S2bhr%LE#yX(!J1&h2tuxtO*DjPWOPu@@j)#X
zDg-=@6d8mN6V+Ze-hpir@#ekuO2}0YyW(aI{8iLZ5TPZ&yYznLRzyR&wwfC5wAGNa
z>C<LS+N>=(OnHm0;<OgnOKRmIjZBbUnE9z@Mza~@e)*<$;i-Oc#;=qFG;*&>98gQ`
z;x)TuBWlr`#T!<M$SIdF^>WCi;+ZFg%{8xDsajt0Fey^WC<QcatQj^|HEXNN<t4jZ
zY>|k}Tbsts4WmTN;!m}@OlzKMeO0zJua}5`;ZNVaqZEnQrUk8L9-!G=2T&zmU1HT}
zkV?>98?&?I`yek#SC*6;YtUAiEeD*CBEoC4Pp9wSpM3zLd}{g0B;&I68T$C<iA*j$
znIapgTw7h4nt~rCT9_sI2;_<h4(baf!{iEyr4X$}d=4OkEIMH;XhiE)rHp6Am<xlJ
zQ6hpF>(Hstfi9YNym&jKv=s3%Kvb6=QiGK3A@(gBsT}5hN{Pp;ldUdd03*QY(yOq6
zp~^gZB^Bg;;tzJCQ6VL?%}mUz*Lq2M@<@Zu$)%-QV4yM1!k^E=k)I+YK(%U*QBO5?
z!s~;T;kB6JK3~Egh<n^bBLV(k|L{4TKD#60_J-VU=(QpGb3x_PbL)0h@&dLn76>Ln
z;jj<hk0q0!aUCay(M^s41hq`z#K9rO>jeW}%8W}ck}9^O;*~YMlsTJ*N=*eYip@=i
zS}LjZ&9HHmIocKh2d9UL*5thhbZW27%*;<t;k2KfdNTX?F?tNF7PZ&FQQvsxA7Jsq
zvX7S@okkmxXlX?y7L$eK%ct)?c=++h&?jad!Bf5S;Kq&VJFE*Q@p?_%x<$6}!ABHo
zzYnD1)_d<gym^}kL-D%z@kbA+*#7t<){DUKG1Ws%#fne!<I{-=jZ}8;qmLfnrC<Ao
z0h$U$5_zHw&W(jRCU10nL!W>xMs91+?IyxL!dg&_Y#L#c;xbxr+Q)oAKSD9LFX`t>
z85(xPZ?*@_w4ho;7DvErO?d*>$It0`>{aWZUGcUsx;Qxh```Tj?SFs&{u#dIufRY4
z_V?d?^WF1{=SO1<vfHgP4w-HxRjj0oaH`1Mw<_&crIiXLQsFr8E`F&o9p_V6CLF1#
zC*Zb5{Eis;tO%S{H(+^^Pv9n^0cXT-3pkCq(78af>vUXsVV$Lh%w#mN+G9KpvIYnQ
z-YqV&@O>Fna`;``2@FsrmU2aA;ldL>;MOLA9S9PNEec=PIYsCcFq+p~76)eujZ{pT
zEO|<_82}3U<1pK!yBvCz1zRk5Z4>S?2bY9+^|{{BDYf}@zEW*8T3zCh(CjPaLXy7S
zH1*&SkITI~>~Y2T-Cuvp6y^52e;)L>>y_f(c)MQCQ)ih?#+wK))`+p_#o=Lx4!CLo
z7Z8a^(5n|mqtk<7t6Idk%NGnAg)d*9<0Cp8c3zzBjk>L~J&K@nIKBXu_DhMKI+plS
zHy^3TUFefN!~;z_h1jT)I;Or5pHhVoV!BD!VIhPR!Rrom3;Gs;#7-{A8jb^e1lv6V
zhB)VU*(#PogJOUUBQ|v?4TC}ezSdzYeca7*5I;Qa=LIxGlf+^Wm;OO3gYLo-#^7tW
z#$+rxEJgWo^`y6%_UHWOxLu9hszw~uh_e=PwNt?kN7B2K4{hgz`<2*1HL-(cE60X8
ze?RRVm*d-o7<z163LjJ>d$ss!zr0%mgP$5#<4m`hm37kIR>Iv7a*jTJdcP0?ntD2F
z4l7B-SUck#mYDk`*nakkAqIWIqL8>jF#_p=plCVfD#Zl#l@D6VF=s91g?rENwTgT#
zCh*K-^sZ(jHKvQT?66yFQ1Vzx@yge;VG^c|tWX2g$V6FI_V~AG0rsKG3Cvnts5=)d
z@sT0cFGN%UxCD$iI*DN2ml$B;u7|LjjY2#3P#e_Dr|{3SM#PJr^ur>s(cPH~Iw}cx
zs=jQ%l@ECse4)Mwjb=QiLdb>mDn<QCr$E-qdTfn!v{Ooxd@KY3O~5;K<oT+An;{tB
zFAgxL44}9Lh#IwMqHOc2dNgT~OhS{RUJi7?ua-ecr3(`26{T^TPw7=jy#nBBTrCSK
z#6T)YN+yXGn)OkgBB0!|Z!9CdjLWm;wFQXx9);K=7umPglnYO-k`0@5Q@6IHU0q_R
z<zqE3+AxVl9DasBvMu<ln&l<!%Cc%{0lT(zepU;uYiVA)x~yDUkS{Ii@FOkGQ#YvF
zTv>nmc#F20`RUc^DFCN-wMwzPq}f=bV$Y(Ms6;CWEu_@?%=E&e2P;UU#aZ0ftJ6<#
z95H|bgsw*v%+K-W3n*-TZhCV;FpVoWH#D0Y%)ao1%hpz)l&?K~DqUXGN;cs(NLQAn
ztB5)gTS${q#+d=vKc)q>L<IE$lLNvG$2*_$vxj3IC6_|)$NfcHB|z68mIt*GJbr{K
zNelQgwQ#>#tJqjYJz|i++{GWw3aLpdvB<;$iUw$^rCwa4K%Oxo3zIz3sWJZ(E^ufx
z4vmT#8sCkINeKK-gARNdM2kG}OsF_EGeCYnC6yFsN5W}}wn38xd^CYFoi8R*hdaAo
zyR%XNc#_YA<1s({pJ3SM0iyxm9s*D?oz2ifU~?w<Y{2KW(Y_S&Sm+n9_?+&Dmy2L?
z#2eHhzShOO4D5Dg>mr<EoJff?m=uc5g~jDLoL#eXPad;p1P?+kQbT4T9K#qk{qW)3
z6h5x$<*DhV>6u4&?mv0>h=w3x<ws%A{ku56<{nRixSzOvdv0=Keo_ECFsFKQ_u+?s
z_7@Yk?o2;;G;!<R!sL_5+qb9g2|liSAH7Fz5q*WSy7m5hAHVyTjJal*o89>6)(6<>
z?@WCBF+D`{)01~T{D3c^atP5yb#I(#c{FtUqYn~^Br1DxX6DZO@7#LtFK&JCmn-wr
zK+GUl2*>SPnyt0@M|Z$+54s()8)6J^qBXbK#MH~G(Ob2~pv@I^d1G#`*GvJcFJPlS
z-s;g?;;x`eYxEldAY0Pj;OXe-(`T=rA0Pkd)r%L0$Ja*}|NWo-<t=|_|NiN{<*xw5
zl0W|AKY#nhH!m(;9_^lt`jk0?H)%F<<#M`E%J55F<ZWuu>?MPVm>)`3Bo?A?C|Ag&
za_K0`LzhkOClQ~7a?dq`BbyAh8o=SHRdHq$VQ};?S0PAvc(btMSCB}>>ozNtL@je9
z=3FELA=p5f;CBjmHDfEhqi`!Ul1(Bx4ui%_m`AiB+uR5MPF3Ov!9*(O*M}(j#^M50
zXW8bu(_+=g<r~W@^hgS)Sh<|MAwPp}NG!-_wP_^^qf%|v>mfj7(*={>1W6G~7`8EL
zzF|=)m9kE!6%9xE3g-6dWa5j@KFNf=x88fFRw|cE`MvS**~N(vjfqAWVKpkS2!wW$
z^F4e+g?=3khN(Ajaj--F9(wlm;bAii1+;Wd>}zl5;$VDzwA(0^US6Lcjk|2bwrlCL
z?dBeXntpw+Q#tC_7<`@gD=4nr2Dtd*#ZK$EUmG`AIOee5A9N6DA?RB>l_a~!VL3iV
zDb-V`IEY)LDtHG$VjVV;2lWJwsXbvAnK|i|Sm9v?yWB2cY?lSf)^?dK<k=v9)K2cc
zDO()j0jtGWQwq|k80lpE18}A^QzyKPn40N8IqGU8Jnb}+DbUM?T1j6s=IzFPy_A0h
z@t&@qd~nQ=4VhF3^pl=Gqq(?ifD9}6M+N`59NuFQiTk}2Ln5*XWg6B3^`G<(pzD`7
z!U(WYJ=x6%TG+H=&PLp|4T!9Ybqx(heWcJJNxGBeW4AzYPq;%dQ_5QiS&?ClY@nX;
zH<%NaA)rR_Xn`XK=Fp)YsFZ9lJgkCFrS`D^F{71-_>pEQ*{kFR)jUHg`kr8VKw~RL
zJxrxgO{|86>hp+`d%##VfYp}-Q@yZ0&O{Mo{0O#<IKFWE0nfx>PyJ9iB?K+mCl;dK
zEEgj_2hBmSRf|}>BFHdjDdJAL3>lv_<97i2%J`jOtATRULd*w{B<VJnxpe}RFl4+o
zh!Y74uq?Wi(-gI6fql_B6ok`dR0nj5xLN3VWcCG>*rnLA$u`MCM!8cZi)f_|(TZOo
z1_BmRNmxXtEQSV~ewD-}*<{=3l5C)|Jc=zJu;PWMKqt)W3)-bwr)0~`q)Q>zEYE6J
z=8fyi*3C8b(wt4au0_(UE~BqDo<3pWD4Tt10A;YWs9cy=EzWOEPstbOWN=g0mSjW`
z5o3#sisj|?sY&_btZZpUxwfELUy?1(b1?717_VbHDHE?vKh}s=Sl;1%+M1um!><*u
zNtW3^&azIDtuCR&)?p*e&x%<!F3j?7E?%17n44i|w=q8hnL)HLvoJZqY@BVQ0w$Oc
zF_z+((up@^D_~j$?-?S^Wwk~_Xc3nh^a9^)b;+cZkWyp-Wt20~k|WhjTm!ByVJAa1
z5q{Q+MXV$7=L6xy?u9WP`xcfkFU{j_8xU8@EHJoorw7ZZ&*Ro<@fc+N-k8%`OoRcB
z#k_91DN%6&ik94zds6fnZdd3IjfNbKYC2trK_DsCQmK4||Fq>+wF-~AMwOdDesyp`
zNWoA!O*MSEp3g-*-fSX~PZ9TEaGT6V6ZL$lK>bh*`>d}74-tn$2p%ENhzx?4BN=21
zVIt6E*5KGT8RQJybS8yPu?f^-eRF<cd3qM>{_^YsQ!fx+YjX?BPa!kRvDn>QU6gHY
z<Z`*~(Vop>!^TcS(36J~YjaDBPv;h&Je{3*^yC4=_{pWoM-aN6KvJE=4EE%~$2S>8
z3Pp<3Q;a3&CMF)=zB_sA?&9PV1lYryOrjn#<HEkhV<192c(YHud*j28-+c$sb^HDI
zNivd%#P{{|{yl<<$n05=^>=RHeD7VAT-t8dfAX`R{qonpg|wJRM!)*z>y@Qduw(ac
zeR%hycTsUmPoFRc!;nTya{lqe!X#|i$BB^Nh{0`zG{-8Xq7HD~5(#Mzr@<0+`XUau
z-)wR4DjAG+t<kOLpVelTtK9~R&tUcHER|^LY<zUQy}wgypKg!OM+aAj7r+1AAKvme
z_wS$HTmA~5zW(_SfBg2#Z-K0y?4KQskNeGjM`+oumNTqYQlJxKz8F52bPRKGIN}dd
zHdM-|3b>eZiFDjAkVOM7@L#ETkl8oGc#sUeRw*8GhkbUy%yhX@e(mRfwpOZAZg@E*
znT>e6wAfAzN|#v+t;@u~U#&ooG3J8XY&T%6)f!b2Vc502h`zGCp;c?d5|vn@mkT*Z
zu3?p1>#%^}W0L~VDHPzpj2fbmQstJ|rZbV1)~l6ft(KMzi%MlyDTMr^$?UK?K;q*8
zAOfk9OD-;si^Xgx=r0v=Cx<8XT0>01oKpGX>OzCIn|;!tWGEGHRLbLi7phM_o@^9~
zY?&yZspZn0QsHDQK%3enDsMVpzq;D%xA(fulhJUyRp0Biua6I3UY)(TIC*t>y1%o1
zaxlI;8DAdmoR9m*fYH-o>_B_H#>H-bT+dzY_V!xk(_yPuNM4RQpIz*JdNw-f6!+W3
z!(Q!tyS3NIoeav)_S^94pY69GnqH0S%(Bi0h4Wtiyqi7iX3l${=F`l$sQ5Xf|FM%t
zdY$xysn^A@eA>egpSu_qPkULs?t)KD@V5(quXfTiVDkv+i#c01+{-g=3N=%K0duF6
zubuRc(Jie!s;QUsk8+X2N@BkfKW=7Esr$jhUx^;nlVg&YY5!PQL`FD<FuTf;5mCxw
z6kW#$BV<)EOvI88#+BGkF+8IEr;ax)DA>cYL=S9@m;)0&PXocpfx``t{eW>F@UcvQ
zYVu}|peP^vTe%<rG$<U*0|9g}vl`U%tvuZO2)FfAFzL0%X--cCO9`KVv}Fbr7qSnP
zWB>pNJ3$tag{V7EfY+vnx>k<)nz<<BFD7G*$e4YxI*htZklX2xCgDi2BYb<paU2-(
z^HHd70!o4k^>o0=SPVcbB8@urwBP>bJEUkDswP5Zz8tt~z`^n{8}e|_Tb%}L9|XAS
z%X)1Ht-Q}s3S+dhQfwV#iRpI*^$Mq4l)^%3P=yWZkU{O$NP{{>n5?2s?q*%6Q_z>~
z*D9h$O%%$#MjBz*rIfm*qNrX4H#KQ9L`+JnXqgS89iNhD#ZAqSWX-RVnAew4U;5=4
z-O{XECb3I4#WRn|JZhKby>f{I>lY}btu^G9YH40axex0|@upoOvP-rck}b{R0%%V8
z{ETs9O};Q|fEm6pqgY;0tuDzI=1rna-Np*KOTD^egRVX|qoTiNbImN5u;#=5qy}s?
z|5UO#rx$H1SC=t~1?~E<%M5&p@e}}jgcdM-)y66sY-#EdI!(Mdrx9&z&CiLK=9qvj
zO-)Fa=am~P;^n!u*=hOO8lPo}X~x+umoQbQgF7Ayle2c1%vhL=av82F$WFWq6JtbQ
z(QpJjU$L>Fm5OvSQ5H-e&_ca7=4RBc(BeoJQ=+7^DHTDJDeZLz;H3FnaJ@oqK_Ddq
zq$gt32GLAJwR#d8L%>J4vX;*_id>)-wmYqCEZi)Wdeus|T&foe-FkD-X!h&Pqn**o
zXgsLa;TY7i#a0EIN4-(vbW`lMy2DOqP;b=pMdAD8Gu>*X-)wOL0Z5gNrHhGVo=LsW
z$6pQG2Cy%DU-Ub<ZFZwp;}=SE9Y&Q#xw+}LJ2+wLByzokOsG`4vW|CdeRf8&x=LN+
z>fF-$;_}mp$KtiExydK27cp_I&Cd9o)_M(tNof|`>Z8Z&3rkz8>+@59QXj4_EXvkb
zW+v`0O+R7GNO#ZH!s6;v(vA;jA5C&Qaf>4CTR8prDNpX*TX-^wS&PPPHj)oNzWE3S
z1?1H`cP4J%qCAK;BDRP3ZhS~3(Bz%lh_2<QPw#y2!TpaxOz>5=rytzC^ZpNRzyIg!
zs|$bki@*KJPrv)wFMj#AKmS_<)K7l)U)tUNyMOV{<m1N&$0uH|=h3};i!;+}K>8;i
z&e23U^_XLGewIZx|8t=H6DGBj-xA5FuhPl6ipN1`V(ZFU`AxwPYiNznWcL`XF1;yW
zq4Ud_cKd4y%H6iN8~t9T+b*|9?co>CU(*QlmcO}w|McGeSKxpA;eY<<^KU-6dUZHD
z*zRucw70vpUbo(ZB#OwYWWm_S3#kB`KxDrH#(UZx0oA8saR^%M-sl6OR-=?jr6S>M
zGLlJ$+szWAFmxC7)44>TN;wakMT;pCqE<*Hmu+I6u-Wt`z1pNz+l{K2U#QlG%)p`m
zA6UTWB(1_6j5VRxuD6-BO1YRmA;p%+V{-^)yE3IpMm|Rh5S2tEm#e~TUydJaol~oX
zbGwXoA){WQ#wMzgNz6KRE(TiOjQw)ZtoEAKNWdTP`Xj+$Hl4x@mP|yRKR+#S<(Nza
ze4cy;#8Y~6b>-;j`0DHw9`e%D2{b5xvPPvc>UUsqSM#urqWxBD*lu;p6)FIRjas{u
zyVxJ?wrV3hLf!gKo37qiqnM>~m(QZgI_3Q3;qJ+Jdw<ZQiRSWfbUN<6Jl}&!dC+gZ
zzB;E%=+(*ihtJQ?w>zi9_HL_u*sC57YNvzR=V!Yo+pVKvom%blZ2`{(I+gyQ=Lel<
z<NDR8ay70z+pAv;3(rTT*N2Ul`;8a-jn~}n);>9Gz1VBM*lWEy=v)gAZoJs*Tx?e^
zw@at!w0<5U#O1KOS5KXE3nS2BwG=bEeR><arBOArQ;d(x$sHD*IVMz?{BtAxRORS)
zHgL?B)RX(A@JS=RTZ$gllLyr}E69UN;tYsuId;@Y6M;O$+h2|jvTQ$dg33an{b@Z~
z4D-Rb6zLNvz!(NLwnFg`4c#%p!=DSZlWx>npWFdKgEA3ODv*Ru$(=@a8#h-a-Ni@`
znj`I}{HRBCG(#nKs9lJ)$QZ_1C78g~X8hKmRhNxWA`q#jLX4!4QXF7!0p6CAFmD~z
zBppwol-H8*SZM!YcvVgWp+mszswB{C{<y~ycU#KwKs^^nePOd_{|Minffy|YLfSDN
z<bL*#>9D7QS&L4<da0BI6&2cUltF$m`%1x)V2v2|V4*KYy+CU#>1Z6f7b9ZEWkF}g
zW6Aj)34B>$7L-=7_DP2c0Dgz2RgZ(EVbm;)zwmBl+~xqNE+)Ba3yi<gHbX)%fa&}y
zX;>@IQX#|#8aeC5m_ZfN%7NG?t(ue-5Ub3#vFsMFTUHlTvr~qZd8cGkK0D==Z;_OY
z8vx)d6!TBCD|0q<*YX0`Ri|{rA=wlxURxW=rFoB5W#w0La}^Ul`$t-e>@pF;%(%W{
z5pB5TQsv^DdSyYkv1*rzjiNQ<)|yegfgaOuu8W>dYuDE>maEoQxV4a%k%~3z%j)%I
zq!+kR%=yqSty%>$CBe8Q5do|5JFK#`W&B-wsYtQDus-`lMI|@(vyHWlxu;CPaO^W<
z!M%@d%m7PaW|lRjPZ&Dct%#^_IGspnWb&ZPXVHMix6z{L#S;~Y23;=b^tjMDHvxHY
znhn&~(q|Fzda}%seD0vr>9yLagG`44xo|M<cITobEMlc3gp*=5lg`Fs!&Yn5?N!sX
z!<Xv$EV_%-?6cF8<K1z$QQsT%Pj^SHa)EQjb{o1ggtQ*#iQWES&}d&C9G{N&+okeu
zZ&=OIU6wxFJ!n>{AP9%;LA_KR_Xb>t!J&%#J=sVo?)6r4`9wJCFq%_-A2QFZ(s-;k
z`kTP-AScvfraC5@K}YyVCs)Dfz;I<&YlI8Z%`GhPav}*UtFXe>=jMV=uN1!rdTe8B
zX?k{Tei4J#?4zlL$?2`-W$`-niS;$^nVRGpbbfjokcDi0^UlXN!QU%4S2#CPJOuw|
z;?8Yy5Gzlo!BE`0adUC%3Cfm2A6!^7j~-GPIX^iu`}on^)a3H)G;Xfj@4e47?B2(>
zrtaStl8kq8*WaF*m|#oDOzh4F?`^Fu&reVN;6MKvKXmr-#I5(=nR<9D7V~}m?GJzZ
zyWgIjpZ?}|zkT`g^78uP`uTI<WdGsc{a?9a{;$6KuG4PKPCcG_08#%QdrzSE3`>`%
zCRd(35rIBiT;LU8>Lp%YldY_?5!TD(2BlgfmTJUwD2Nm=<&;Vex6bI)8Uhxw5<0h9
zg8(bX^QYUK5$pTI{p+*m2g5Py>-XRLzTSRu^VUDZ|L1@F>tBEUS1+$#9*mE6IwPT8
zxJ0AbpqQ;RtF$?mF&D=I(R38Tgg@j9#3OOqwjnd*Gf8|<saPz_L?|7LNB!MSwMpG<
zCJq&!p6o=(?RQx%kO^%@TDQY=4teafF}f^-84a<39rYD-Sz>-S`DeRLAAUo&hc>T}
zfKXm_+F*C7SUeix&ung)^~9}}2Ca^&M=2J469Mr}8ikbNO*9+qFJRYN*%rmzbn=FU
z<`8Yf>*Z&9opyqgA-A)b%^dCTfvL`BvaNcRUFZJ(=<sMam&w4UNG1|qr%NLh;X3=}
zFaK*XoxJ<u4>lHOc|R?~GtXs0J|}?Ha+(h19Cf?L<DF5r3p{|5xORaYV!n|{68juA
zOSruDdUR4y&Ip4lR!_$UwAd6=``zZnKCf~gDCohUfzjx6r#`Hu_j}FHu8+UCK76)6
zczHa2c{F-)xP84pygt}w<aIJ^ee?S2$DciWelWNkw+}nT>)qyOXJd{}Pq)9k+<AG_
z`QmbXxl?|9(D?MY{mD`L)8p2sht1E9ny>fkUz`p;IUZaLD=+rjua0`Jk9waR_bvvd
z7vt*Xuz0;wdp>SH8#kZtwa*6?01;=s(&?ab+%J#H@go|&D+%EPz^(PnULC$fepHI=
z<N}A4_z?$qibD9PnnZ(Lbn?4sDs&fcj7sd7F7IYqkYp&Ua{QQZBI{9BqLt`QDU3hu
zNDyX`J;58s+$=uKhmV?Bf|KMQv9960XVFQx5~k~@MwO(nejQdR;}%k%+_JiDW<xmb
zTj^jo7j9<*7{kDS37@THm~>Ghz?2M&-H=>EH9M?k@x6C&h2<jnvT8{`{Mb$|+T)&V
zloF+8KGrE^5K;Mvmzh|?ZDvr0TdbT4mE$}(Hf)e{%wY2aySm$NZ?~!}AJJMQAF~l(
z8rDPxxT}D{f0J!YcZw`Gi}=0}T}ZD&&;v>WuxbwUZotJ1jiqEY5o9cua+#4^;8n4H
zB^+iVE|suHuzR_zdFqF#9P+!0P*p>o6oF!$GJ?V0X^Fw2C)EfwU8hJ{v|zgct|rYo
zc7=j1UoCNNEyn?TnK0yYXuP<Uq$1Xl4y-TIt*}-d1W~0?1ZcsQibz3n@#B<j>DLy`
zYm1iEMcvYjWM)#iFm2gdcPgZ;8p$?h{4QMOR;kFTkO)29;&r=1Y~A7uB`$?jK0nKd
z%psRq#3KFrid_McLZcV0n<Zj=S>*eOA2R6zRiUNWWqnP#vM5=Yl`k);*EcrjXMo}3
zH;}KaDpyw+kwLI$f7i&Ru};ZWmf0$zwU7`d=%Au4-tkpp5p9O5E#66GItfmAjZsPw
zq|t4)5iKp}GnGP~6I9q2U{~z6x=8l%hKqqJpGcNcbVbF80zq}AII^72ZV$TYScE%A
zy&h?ue4IUCu0e`9oorXp*U>M({PN=TteD8`5BSAy>~z~_hez9;-rit)yWKw7A0Li)
z4z{;Po$j-<^Zgw%<OBYAaddQXd~&k4dpH`6``e#BfARY2vR$t6Cce||aE$tcz2QzJ
zo1-e1Q&v8n3cG!oNSL)_CLE1{DD?TziY|i@;F!l`b{Z*KGQ_-IlTzc*86aa|uad5=
zbC?tw2mA?YhE`U^OI(dgG!n@gQE_S?!A)##3YVpr=$2P-)q-ZFdRx2(F-#=lF*Fm+
zy@@eCcsM)tba{4hd1iifeqOS%LhF!dc~!nHnVXtr0yh8n!P@N9%;aO~mK2{D1>E4j
zrXN1I^WhB&vY$?HJfP(9-i;gV{wAo;z60j#Blulx7@2_GeD6Kb6C89nl6IVaz=Q8#
z=%ShN_WOVN_~C<lcW&Le@xhIE|Kg)}|I%qU|L{kj{nJ1H<M00AA3po+6NOCr-~RsB
zqtWo6|M&-o#rEg_{y+SufB)|q?e?die+p0g_WSQ)C!-JP=>+-831F&=Q;#;EJ{8T*
zZO+b%7QoETZ_LjFn!_K+z*D-m#(yU@P41#iE&LNTUF}i`8&0j3!y=alEOu&!PB>>b
zI^%ZtXmoIK^z3lw5cT!H{`Ftq`uFzlpWxg63jEvu{9oVw@H;_$jgH2BhAvF7>f_!{
ztyrt%>)a+I$uw@MNIK#PguK2)G?7eX3PfzU`b(uM#bP8FNJc}DD0;1WAp_Uj)9*I3
zDVorX0gsIqAr3+)z@=SgQz95J0SKbi7efo7XtN>eb-C>(IvL$`0jI%2B%AfR-@{bQ
z%;4<Ng9q>>6w)n<N-PGAiK}los|qPFF*1@&#t>i-gaU2{qcR=$Tg~*N0R<v$l*K_|
zw}rf@rZgk^fH$x`*l{_0=~Uif(pq(j7tbyst`<xDRZB*r+3j*G#2cu)m(Q-jV&D7l
zU9ZhV7fC_@@x=%2TD_1ptCU;|ACHH;3sd?wXjQQorTmU&HnG#H*Rwcx)R}M~?)MFv
zO}dpwbe!M^+aHZv6%IyTyWK{&oIUKf&PLsKE_%MxJRY{k?aI||=X$^Y{BZkx#0Lni
z?&Y}m)r-^D=lfqiKmF#_`469;eD&<)dauJY?5pd;ubv%#elh;`)!`Qxqc1OapY7JZ
zIP1SYY+jFRua7#f_G+IV*1x^pez{lw<hcLE`OXy+vtjAgLHnzV(KpZbzPTQMcHDhF
zZhUsK{rTxO^Ref<&5L36Y*0IB70zgf9Ps$+akq#tI|h%>OsodZt9sJPAL2tpP}Ncw
zt^9s5irhNG*;S10m!b!y$SHk8)fnr@18y71D{%Mi{81xw)=IxQG6=Avdg8R5+0OZn
z>q%x`<8qAPB*U@oTyQ5JVEom~1_p)jPASq(dw1(X(>I9&hHn&qgX4fb3yy=#Lcg5s
z<OvKWK$A5RZg92rgcqPhHN{d=Xl|;f0z48K#wd)PBUJ*~fSub)%u|WrX9J_*uctya
zCSZb{K9ux30YqS!uO$M-u)7d;*RxUPW-KDHiq$evMqa~4rCS5OnxWef=@s$VBQ7g&
zdkTgM(Etb2Ev)s0pts6BekW=w<F;b3FNZvW1`D`TJ}0EFtk7F+$@-iSy|Qn7^$9!G
zLRi1dtRP#7AW_GH&%uGsK4#G1;EL#3FRCLjxTqX5>B3rNM5kiv<r9ov@{n3)m#q8Y
zP{}qa6>@B?_!OHA#2AhVTS%QMs#P-M!rbLo$erRX>&CiEB67>b5eN)h>pqn%s8zXS
zBJ1XglkwN;yl!<ty*R5|S%kT&T42Vt=8%cmFgi#$ibd!#8xt_mx(kSwbjznx1@sy#
zjvA3zv$|@Nip}JgH&&bqS<s+2NVZ^Y!Bq&DO%9dP2|A2|SJ4KYk6=+H3yX{+;9Nnl
zM_hrrvZ~Zhy*^;G(X8#%84NOD%gQ&ULguYS?DR7E`lg=CF$F$^O^APPvxVuF&*tzs
zJ)_Ys5GV4004|&sTOvd_)tgI#_zKgf4aKXRNmExbY_^NZR0AVLG|arJQLXH451DVD
z?C<Sv_j_DPCKHWPvD2tso}K>P&;RB}-~90U?DBN)=*8vr$^OB3Fg)Jde|35F>gw6E
zi;IKN&dJ{1C(m9U?~M2Q{ZF6qOT2xyfAswP^782HWW2XO#1y*IEK#-4-t7*?o!+?B
zP6w$JOja`)mYC4^@p`2K!K6PRK)~!)sIURDLKX|YFPBl^R|q&+l>$_nL7{Y;Z919U
zrqzlT7bqSQEiOVlQ*MZaRij*H(rCl}pxf@)Tm_3tBbyA)EyF0TRb`^h<(Zk4*{6W(
zA>nV%FG?1d*dESLK3!W_WatDQ6>}FZF9u@R<d$Y<R^}JhW)~NxNSHpEop`uP)6kPC
zV(4fvzNctq8FD=9!l!^(rzQ~6Pww5Hyekm8z(lOgO*4i<mFYD~kKICMirFR>`dPsE
zlx07>x4Ag?@ekg4^zjGp{ilDgkV<BsPQCNz|Iz7o<O_wL|MKsC_xHd3)vtc>^I!a&
zPr01-v-6|F<HP6I=NR>=^M3c8ciKIo=XH$w!cV++mnj?su!YAHi%h^KCrA^B7h#?(
zt~{B36PTS^pPd%bF1oZR7NQv|I<ZJ6-qMJ;74w0Dd$vS0GPDc%PoKa3>a(w(onCj#
z&9nW}^MkVs!jC5}Utc`?fB)^@-uAcl@1NgW{|fx;fB)B?{OG^DzW!uyxW6N89tnF@
zy44OEj4s4xrI(E6<3Toaz(QkTuQwVDW4x!(EFOuaW3&(@(up|k&r%`VZ8u_(U^M8X
z2$D9RXxQ%~tL(JVu1MV(`vj)h3bEK_HCQbgtx8NAqsL|=J&npjM`4UK;>yser~%3(
zV%+DjXaOvPvNs#FZYQ+DRp?$g@X=$;&^!(c_1t_VSZ0%6qu^{0`_XKsYlD%vQLRRa
zf%YP1o{0skr9!9K&Sy)0f81(z1U)ny=@0hzhy6Z5#zw8`hJ)>LNJSgPeCG1x5WnuN
zci&;&hlH!-ftN?Z9%m*N>6FXuVgZm>qW~WnyKJ^o&Yle0c<j^R03r{2Z7G2<Bi*jn
zu-N12swN_RkQC)2Sp2Jl?W=>`gF&aBPV`IJakF^2+uduGE=IkBZtZ%1`+Up^y8O-S
z%NIx6gL3-C$>{TE$4IiTpB;a4vh$h(m!lyX?91!J&o6g>^y=t`*Sp_5+yC~}$zQ!Z
z`r>Tx>ahLOudaXk`PEnFJ71p<zI`_S;nnEVqweRYgP(nQ@p`}Y=~4fy^U*igyKnAq
ze|Eb4`gr(!ulf40`*Od1F{qFQKoA}_a%Y{=K`q5t?Db*)qF=t~gQ>5g!H{0p{qlJ`
zf7ui6ITHR@ItRGg$Xs@c7oFUBGj-NXJ{y*=nXnDZm#y?^J$XzQQY&@Y<E!!)?d;28
z>9UhM<W4|j?d*B4z%5D)*>+Hk9#U0Vh71M_KRSA28{0vcA=2uQT?=S1atGMtM!+KK
zR9mLT&1|m_85U!ZI$Ehfw}9^QR1^MQDY@Iq6C5anU9DWKUrsaQ;(jC<4{O9}?XjV<
z*eGMcLN$>+qy@Va#VYR+^jMlB)Xo83g9{O1M~SAQHJgokEuYRr{K<eDj%d_vi@9w{
zuRRlRg{;O>6piQ20{#lPN({aNu6is$2UXl+_|xo5@PNgFY!!=iJ4SHJ>yuU^098m_
zY#Y;LAuak8&nMtcSdDp)z2tWS_=+0TD5!)%n>1<#s25m!i=HwdhF3wgJWNfhTJE7-
zRVBrc4{ep%mrJ@1EH7m>pw<v(A+?+@4=81P2fthz(x_ZgiGvPDx!56EN1M52A_!o7
zLzG?=vOQ%wGBLW#A(e!v??EZaBtDhG20=@-3F*tDR{OO0(9|Ba5(roV%(BgF5Q*Gs
zZIDYRwZ<-$cvK1`Spe#(P8+mX2t0ythiV0=fftRuq0eNDIvh5YhRFl@KCjuta!@ao
zW$3QA+B{}rfcAvX@3-0L5%W7-$}NeN#gNS<URlSDK%b*<c!cQ?L<KN4iD>-z_!Nj!
z)F0qBk2O6Ur3kEDYsACRYPph6r*LFpWv^!Q-CF%%XUItWlh>b|93G*mhMo4;Uw!e9
zzyICOe)`>)Uw-l1-~RfuPhbDy=Rf<&ci)~L9GvXzULT(x?e1TlU36>BXU8Xp{lS5t
zvJUpQg}K(tt7k+MbKyuWLlaiNS8lY6<zgJrZawY~Hj1P=LP47|?!iNtig|ni{&qai
zU?l2tN2$cc%x^Y@Y)}r|_|1Ul$Gz@=)u96lq0t5`G---7Vi6n0Ff&L6^=crzbVM(~
zrfH=TtY2oW&ZyO4YUL``VG&Z^R)f)HwX>bT6-GJ<&^=4T<)<@{C7wQhjNe|q3P^2*
zKF6mMlQ_FT)}yK5bRo>d%PSbS_&~ZTUYf>ikGTu){T#c(`ybtKA??;yW*$FUU6?1k
zurM>tC=4GLD(LP<AF@m&|M=kMjftBAzFxMmLP;fkMO*93>kBi2r|aQeSP=O6AKv=-
z2mkT^-dKD(`QVPlL~Vks)op$L^%o!+zxeX=%d4vwFJA5pMiUPvhQmJO?jL{mqv=QY
zKYI5s?%w>^Y_xdXejy`yhbHbj#4z!dP2amWKQVz<5E_PAXWUp=LX0g;JXm=2aB=bx
z(u)uWYin{A6m7H1W|7Tx0n|12*G9Plkza^ME6G^G>p2+i^lGhEq5ksx*^9HQv%RzD
zXV1U=?5jWi@sDr)d;9lK@NItu{_%Hz_`9F}^2=9W9`7B)S?$+>O;UK*9W(~rIus%z
z^_5%#XK^?ki9`gTpMw=-mcs2&gpDNaiZB_nnG}G#Og6<eTsj$Nkrxemi=-mM;Y<Ru
zyw?o|&}g<<ZD8ls5Ld|h8dNHUm`|Xa^cuNQr!i=?Yzdiw(QB59QOIV@XF@JBg34w!
zLaJvADW;f=<fBHZ@caCboSmFmbP9u3Y2d2gtT*e0y(E`cevgYU$;84f7J?<-32jiI
zJB>!r7YGJpsZ_@2cFLua?|$-=My=MU)<BRYqG7(n+TuL%#_O{~y;$_%!w=agRoN#d
zC~)&v^7%q4F{}%D&VD(Q4F#T^o*#`yY%UH5t$wwH51&(IA&k$5Sd)z<)Uy**3^0K}
zA>^;7;-hvIo*Lrn^~F&;pB~kUhyBLsPODo;ob7a89Pb|Wniu22`MCS-XP2)|w~vO^
ztNrft!{PJ8(U(_8FAsVsr5A^T&#w+J<b#+0^layg^KAs!7w6+I&PQKg?S6GN`m5JS
zvhk-!oxgg%_w~j0x7WL$9d`ff`N2;=IsN>2@a5Tv2Y>zS=&wIH`{ojDw)^eNqc54B
zo$tKF5;my6KHX)-dD1Q&H;Y%p`ipV<v*T@4){C9mi&6dgj&PiH@-IfMt3mbIuyWNa
zzSyq5+-bZR){s?#zUt<mA=L)umpiqqPVQMZcMWi?n|ZNadO`HElX=$9KOYo%@I@zk
z(amu`QjN#}pE_@6E_=C)ZvF_8e?7imi(d4LN39HEY`2=+tpm!)?NGqf$g;{j>J+!j
z5c{(iJB|HT9#7gfld*DQ+yLt3!?HD~K$Ok*%Ru9kJB@s|m>joCeHw*I$zeI&$%2+8
zJ(?LcihJ#93$}bYvt7-iyDGT6G7;LK1~6JFf6T%6h}DuIs<B%|mXD=YImiEvT*Q};
zu#}9W&GKPS0vx^9R!;^2t|GCh$u5Q5z#{TKfgn+d2J-<Ai^Udx{#3Xebe95dN*l{T
z4|R!ImzhadDc~swJQ%%_bh5|8{4s9QC(Qaf^^UCa8DVLaF|87iQ;x7CKTc>A(ifbz
z#G5%7J&$|}VMg%~BeJML!*DF7SH)?HG#eAJr=*eyxk#lnXEBD<3a?TTLXVL$mJ7v0
zpjJa#1(lJI^WomJn)JwJxVfTWTVxUkZ~9^py<B!m!PeJ(YE|0l2pOn9U^i+{FrrbZ
zqE=hl<B3=;*?>Rg^@ee(JDn+qJpcz@r}Y_4ZoSc|)5lz{gvUh#SI}XPdwp@Ym(+ij
zIJLtC?JDfBlhJXREV)=B<f8p2NJuc^a#joMY~5ZPlPlVmJn2Y`9h_C8q0G^1v7|zg
zUcHfvC(_Bxc(h+FQd%DEwfmiBt6i&J9G_htpJAHX-X0zw9#B+KN~f7nF`oML`SUM6
z`Scfm`}6&sgWbW-kAM8_Km7i`ee=~9#|Qh*E-x{<AMfK(7{NI_91M>7gWXmOqgN@F
zD<v|ubS4`Nl@rMdTYzMu7>zO4!k|UNQ864YM4~CbpKc?!(Uc8ExJ`!WYvV)%|IJ^^
zX3>`1>9<(iTsG>F9jZdm2dLJnlmopF3#Hz!h|?Lg+09B72eU7Lu>qHZ@txabmac8E
zL&W|{N|BUzGC}~#2jdI0Dcy_9bF-Xc#mmct5w?&SaC=0X4zn4_y1BHnA&{%33s0$Q
zoF`Yv5De_k<NFV%A5PGMegF1NDzIr6TA8EYaf*IzWYrScho@7EPoMBH+HB_0q=A6A
zQocMlBime&Z*6RCtYQOu`e^e0ty{M#WSp9udNld)?tQrTbCZ)e>OcO=zfc1AFz6oM
zx%B|o{l_<mMLHagCyyVCu?`y5yW`=-#o6)k{_fr=hmWq&%;t&*M`!0}S8lsorBtd^
z%6h$$hz36T%Rj&I-Vbb6JG7Dy-g#%@=IzI~Zv%aO!uad<%_n%t9zI}03T+iOEChZ`
z_*4$fPuv3vhYbu8oor>1%&cT-M!q^LUVJKFS<q~X{B{>WkAU69wpXa5iiC$X%pt_1
z%HMqQ<!9Hgu8yu>UA+47m*4#FfBBv`@wRK5xBvP5)9?T3Z@&9mGLPqnXQTcO!0%?U
z-fwiNdaReaRkAp_av_~hhGK~@UR8fI$VF)=5eetB8AMhz6rw!Q%jq=EcqjmU1`}00
z5^PlHr^V#%b5d(-x3ftE_eCENhAy2-j)jZ(@aFoOQLo%somDABlFc<e=w{ZGPP4~C
zPq#5e!(fJMUY!a!&)SNPs*J5oyAGqNk^Q6446BghE(0$HSQVdt6c4|{jCd1zuAMdy
zq3@8dUP{*rX@}8B1RF?MG8WeBG=)+@C@NCxxv*+hOQT^Y=yQ|h<O@|2(Tisn+wHo1
zd12zlji{I6Bn#%QbSzdaR^mbYV~%VraM-PP>E-phDtO?M$z&*q;kKAe#=X3KIC|9*
zrl9R+<$Q0O1;@C<WGuPcX<*2271Ki+1M~2{a!1|jxL(+8mhf?&4jV`PCVu<lZuPWZ
zd$!-d-tV3xb@tnrqxOq~;YqiA)~~)g=;NRN<Y+(^^7%pU#X;}YVgHM>(PxavPRB3y
z+OH3>;#WUsrMOc?dhx+mXM@iVJ3l<%c{Q$oeLnu`V)sWcPk#LQ)weHCUhTF%JM4UZ
z)cN{+^nBd<>zAjW9`kL7FAs*F91LIW^}aseeYR8o?5Ka)FTdu&c*geIpB(nCciLZ`
zA6)e+&-&HtUiqS(e=(?iveUZm7EYV#SG%3dZs|34GFlyxUftaDe&OYIk>j$J;*Zbz
zh0AvC)4kSJH~)NCzUt*(jcTu0n2u}w@wAmbX{OJSZNuW_o8BTJx!KKARKzm$v{&A5
zW@(l@XlAjf3AgZO`&A5S`;Gh#1&$;!1s;B(Q%sT-J?a(@+K8*ten$v0?6ylg6aZBr
z+@^bl1j-6AHmo4Ja->aReH^ySgA$yyEO*lN(@sZvNUv<DUrYc&{r}i|5AQ}2^UC)x
zd3)a5<9)l<%yeW<&1SQk?3@F;n>it8ppY|A0R^C{kaNxeGn*YIYm{Zn_G;IbtYk~F
zG_rS}?R|TE*0#LwqV@iW(K(}2rv-vwvxpu7x9)ep-{rgxbT#(dg2L!<bmJGM7~^tW
zAm|`ctUKa^NORI=9S1-?a`-OP8DL+)$9wR#jyUOwcpY)LrY;L>LwA5VXd}XQQ`lif
zxQjI#a6oQxc5}!|ytTy)evRC(RT?)|I13SX+dK*hsgil6+Z+hMdbLL>AtBOmnWItS
z@S=AcU8VgyWtdSidTjv6P>qICDFSMxS1huut@-5=Ct_o(i_WceuS{fITZa15ECar}
zX<k{R@GB$Qz@cASz(CW0BEn5*IWc}`JSqiDFppA6YjxHwG#PE%C0L~tIY9?iDqTt?
zd@$PL@ahdNHCX*F(r663Jy0MnmC`De*c9Mw=-_cdT#;5g>u|aagx73E>uJBKNuzfe
ztx-1Yw<3ILG|1#Gurc{ah-4tKEPA8gW+$DFPOHZF{qWmS6pIT$lfi)3A`epNo7><u
zv0gt4&(YS02C@CaBVdo?(PSxKt`^Ig1bV}g<$M((3b(^W`6-XXl@j<U8;As0_*cC~
z`{Oqsgy?X$-F^KEj@K(8gu(#_mJpE;bD3;zv(1E)HxQ)R>eCZunarUhcrsvCsys%N
z8i1*5a_RsWF?-F3$LrwoxilIFUKP<cYcX3@8lys~g!+}rz?HJAwFq^WGiftk8#hr9
zxoVI~^-_fnY%Y<w@4ZMwSQLWh#IiP0ZPIn@X|AX?w?s?JaJP`GKuaSka-QCQfHq9D
zw&A7MpwfZj1rCpVb0fk90iwTu>((P!QlO#%-nFv0@Zdhmn;zamA>*~J<<0daL^hTs
z+uQeUfn0qT<`rOH7pJD5K6;E48AR8uYgZrMzJ2TJ^}9E2-MM-VystaguPr?6XTTnz
z`uzE_Rzs+jI<->q0DGy=9?e~x+&~HEz1#P1-@zut^{aD0?5k9oE0<>BP+h%zY3}0m
z=-D$fFvKP&VO61x==Qa1Sa$;d(P-31qM>9$c=P6@*KHV$I-lR~@_6Y07R&iUsbx3Y
zMh6G9Dy00@n~n16|MVY_*uOA5cyoRZ&@d$Y;iTc19Uld-Vjk%GK1^)z^5hsghHlJU
zyoxHKsd4mf-<zAchfyi|5pK*sxjwg!h1^HC6u{-7nMEwpN#q)lOe2yT6<WsOa%goS
zuP+`5@?Hk&>(dWDJ=i^dxqoupJ2=@t{=2{XyD$Em`<G|<1%C#9@{_;%##g^}&^xH+
zDxj^#Ls2llF?@vj;)4l}jRbr&iT!56?6%o$Kr5RezzE=!5%&Tm-tDxz(NS$OVq?f*
z1$#!1UnrXN2T00l#D<~4<#l5*dV5o{u<#VsAKRN-8nqe^v>5eh!B)#eU<O)^26Vh)
ztS{|nyq+7dx24!HslXy$USGJo^5_nbJ_e0aBijO~$Ea0e*tov*9Qeeom8V#Elx?kQ
z<eLt&dTZqw)+~JvGc*#w5rjcSdTk(DfK2GL5Lg8O@m`~p8u0=z7AY0VuYT>*L`>+m
zTW~V`ZjV+bm5H_w_q#&CcOUhvvokqB`oe(_?ejUUedt6A?uaKB6B1#B?Jd}7Gix<z
zK`16-VX$#{%((P!LJj&vh6}|5R3RBf8l;-dM=5`n55Vba<<pH^x|)n+f>e&9a~zWk
zGmRuyiUbh<F7d!Ygm6^i!B$p)+}g=SYSBPG;Dqo%jdeQ}>Sdt8Fd_^=hwPQ22bd&w
zijYIyG>7ToQ7yh#6b?#}7uEiR5!TjmC3=wK8oYNW9fWpz+06Ye`gK%_^^)vPia9Fq
zCzV7m9Yp%8m5m%VO0Qd$y=-j1kZ8u3oosk7#~+oVN2SPKE_@94tW`WLr}uKPD(l`!
zhK`U!D<}6e{7xd!j!^sQ;Hz2|ceVuIZW{88+DXs{nZQm04wz>Tx=ZlkQ{6ZP#kH3S
z9%RF~ahS)qi0q_sK7n2`u%F{_8|rH>7wS(uGhr-d0;#c==l2Scoh*lCfp#*`h|@UQ
z>2M{=K!7z<VH~i+iV+fcv=&Y&FC-~zlC&pCJ8A+@R*oIBGW2bdD`Gh!7V3*G9{&V>
zSYiDtbH<fr!L6mLQ8pLyXG0{=A8;no_mm5h1vET{D0D9tBf&;40mBo_5M=qPsVMKU
zCTWyo;*n&W@y2M3IBl75AQ_-Cp+MB{$pq;%;}<;k0>>63p-hN@{e?VO9OaLcC+7D=
zJg$Jr5Oq5QR2LCi)<Oh~T8twFr<u2#!xkfNG16L95P>m;gjUN*jVfp+!WJS#XagE0
zj<8WrX_Y>W!l#x)iIHlBM<xjw^nQiRCzCL0IsWv>#QkKxWCP<xhj`N~mtdr5-rjPG
zwk>PRZs|4*F~iD|3r3k#Y(Y&S>@2a^A(0r@*I{tE6bc7)g+k^~$SEV?BMdZlY1TLF
z3I&0xYo*d8-lhnH3qnPq@EZ&sz0M|=yVcm})VTF{M?-?n4W}qdgCU1K1zRQ-$5v>N
zq_J4-z$=W&QcmY7rw66wl+&%1^c^h-DllGb21B)&t(6P8WCBi9ty0|Sb&ie>Fep@u
zBpwT>ZXui5CUB8Lq4fIA>r^sbE|lyhyG$fUIs%Ikc8kmJCb?kP=k^DwKrNr=X$Jn4
z&tyRWED?zz753`on^vP81k)6e3Lv%+u`r;j(y9?jv?8(JVnG>(N2g^S4ooc>yUU@`
z`b=n;(z*zJ6y`sncW5;pqsgLDyL3qRX^Sy|vRbi82hs)Qu-lQc*hUMaT(z-P&1Zss
zw`6t2Z8AFz20XxwN{+Qny+j5S6&TcL2GNSeN|D&C13FBiLY>FTnpH<^JzoSI70E7a
zJL3A*q{H^&!lOG6o<CZ^UxI-eN<G{T`^q!mQo)tDb^Y>Xpb@b-jtZft4*{&kBcA}{
z!7za*j~6aooJG*9AD+K<?dg*R6Jf-PBC53Sf@zOc$0twj-?{@B#f`bSd$(`jyK@)v
z3}1^KRuj1TsA?n7oxY7l#kuLpe){A2f=-J9rDchD{nGTr)!EsRfx)q%fsuhTfTn`S
zg|XoHx$}dk&O%L1j}9Sk?{wO-g%pW6WhT*R)g#e}4JMw&hL_|>ENOH4W3e2-s?Q!j
z5N)kHU2d&Papn*I@9B~Aqi5ekTI}NJ0A`R7T9^BEMQ?9RqFM+YkznIPals9nymfhY
zZW{I6qxa@f$vt`V63G1H59Ti8?Z+tHAY|L<!%}T+E5JirS|Ow=i$ZHv>2M*y(Oe=N
zM_ooKk$-*oqFrl!`sTx<cK3sq?*rEK1%GG%^7Ov=&%lp<@YC;p^LvNAqguWmWh0n8
z3XBjY!})kV8cLyK2&>Sfi}pDH^s~DyCZ~~r1_Lt7W-=orkCYV5F2;unNFxxe9vAo%
zCb!e(0*ywc!PwF7am&RDostlN!L_u4q^(J(u^KesgJC2IGz~Vp)%_J7El4|<{Xu=%
z2!%npMW{p?$;$T16Y<(JgcX)yZa=xd{`?V)_uo<R4QeTY8t=Dtuv@DOtIr-RK6-%m
zA`5{Ikc~d~2AO;57Ot4|TD8kz!8(8!tw^}8H1xYU;GTW!J74|elQ(<49zyX34FQV`
z+W|+1y-0|jn;b(l6w6Q^y9KS>V44L0aRO3SE@Rw|FzpJHE+Foa*9AkBv{~&sod?Ds
z+yjlmqLlm1CN%mXn+wDQPa-$whzH2L!0uIwxiH(x#8Rvu6GrSaV)7O9*&utW2^M^N
zcrWdI9APl5H@4GUE6Me;(MF8vq(ZxSp`8x(vf<qV27=sSDY}>Ej_awDR&KYL=%mAY
z{rFb&xRLqfu>P{1{B*za(QfIa8h^i$h7fATsMoFRZY~UM^QxLUsl+=8x``w_=Ya&m
zhnPQpbkKg$D4x{v?L-*gx0ey>f`2E&ozya&1iO<C)nkD-oq8t$trdpc+D)<T7<E_>
z;EZ)+>|s{egIJ1?ohWsX3GJm>NV~&4cL<@CpbpZ^9-OWyxsM+q&F*E`L!59Xd;mS!
z_rAE@Y_Jn2F~`J*y%f{Su=_>6n+f(Zp>CQ*Xbm?Gim_fA+AP#bGDqd;PA-h6WhWmg
z3lz38>j|cl<C<ykH$qh;(^Bxtm}-mxrmT!vYTrK$mvAE<g7MhOL@KdRfx`rot;ATs
zJs^7fh9oA!5jII<rU}v-i{F91NDfieI9G{>;Z;J0)ibe5QUECc0<3?7^%Xg$D6q+Z
zuapq-kx;)-n`iS}5V{LWJI@E=Bx;^QMJz>9UJRWhekXJnzE?I#2_BSP(ov5i;d7_4
zY-~1$9hL~vWo8T|3ADLGfCUU{-fE0EEMd50MjfS7#XJrk))}F7i8kX-8)qh1Y>3Dt
zUWJs_DBMypXEu6eGFqeQi!PPixV8fQM(dQ0e$q@9L%V}qN~{AECh{odE>zoywiun-
zC6yrDMXay7<r2;E66S`c4TSc^y0uk@N@)QHUIf=m;??Uj0%wp&oN6s=wK;J~g~|!>
z7Ob#<)#lX`4ke)dM#f?ZIb1#i;WuG(!N=Miq}fc_9WgfOw>e-vF<x%~Lnem{Xa(F4
zp%r06Snz?&(90Bxt!;~*z@;Bb$E@(p94^_WxKS<vecWv~Dkc2OU=fw3T&|7PHR!H`
z!;@OAg>__LNW%=KyM)7J2N@p7cO+7sR-28$)tNKk@nfdh4_ujTDUJ*J{i%2&7KvlR
z<#+ou61X3#K2S@kav2EP>4fnGj|+@?uL&7Kka7uw6mQ&$pxx;v&~ZQ@Cl6w(7gI>Y
ztG3Z>D@8^t;IOzbepRBjM(QFAc!{uTG#H^ebs)%Tfbc?#rA4R5rhpw794%hgwjlEe
zxzeOk;|C{{$a|q{Z3$Kw_|mIS7tq{+bR6~(WNUE4mc(nz{W;^~g~f+Y)}AgRxCNa1
z_R11s@C05?ttOOfFF#wlf9oz76gRG10pA+j#FfP*MC%{jyAO;iYBm?2EkTt%K=2;i
z`^S%wp}l|WCS0-w>^VNXk0b_k7ZlfnJ9lnfyS9Xm$hFN|*KXdJzlwl8Xw|oGT$`Di
z965IutgWTR=cvtHdj90W-5Wy#XGR9jUKky@I59DF=G64W=<J35!$!`XnI0Y*eDBog
z`2jFm&!0NQ1}UXd%14FX?#|c0`R#1B0OZ%h>(>xb6QYSise#(1Klpe52UfT4-Md?@
zH^9BWFnn%i3~k*5Z!06=arFy{W=4mm2F?Qg3Kki5C$9q!dtm|xq!&8A(Fl2UdhEu`
z_=D?Lz%W4p*5(s*T|GqS0{TD^M8wLccyU>_vZmdZ7^HHC8bJaAr11ow;wi3{Ej4ll
z*rc!a4|i$}_+VeEuP?r~`Qo49U;M>SzWa?o>eYMoVl%-dSuZX{!${p1lEsve<>1YG
z8L!Q6GulyCfo(qX+m38CUQcW`bn_VWTDQYWgAV4jk;vcM%s#x5I!!*O!(p_#tPV4n
z&nhJbkjQ+h71&u{v;qw+-Sj#10l&+RMMRZciF~O>?KYWAS~art2mnAeftIg;`dWRW
z!3N{g2LS$nh=@8!v~+<ivApmAWLLRp6&>8`ASJF~lluNPa{F6rsBYX?TZSrITUt;e
z?GL%7L%M7gm6WLGLlmFTYDt$JrMSILHJ6Tu!S#1}jRq64`VeU+FOPsS!!;V<t}c@S
z`ik*+10F}v?;rsOFdJQFgWqlncwLBrF&-BZ_kjOcHCjK`)uB8MdW;(i2@WLHPN`5%
zM7%~_mSf`x=ck1@?Mu*PjPzpX@t{#a-o6wKmSSur8ANGg2cyP99Mwc<FsdQho(eXT
zA!M<Tu-XL_A{%Zc1ATo}i*?iVVUd4Pi5*uHP2{igk&{NIon)FZ8YGHND)_RNcpsC;
zO6=3!@|$|<xG0=d6OcDA$`Q;2Ush8u%JJPy5CRMnKnNrZANPx~lV%Z?*AAStB;QU8
zJGm(GUEO5(5O=2ey<+01k>ANDcQUa(JSI+K)cB$l?ZoKaB-@P!j<S(@$WaSA4${G1
zj65#FRg1r@CSMdIN7)e6*Q-kGpuoMv`N#c-`7r(lcxC%3s4_&tkp80fvH_eY>@VcO
zj>=fc4DA>C&KpGIVL5hKibI9AlObf!_6q_OCd{#YureTAqf8?ns0jXpN({@JSQfxs
z5-XfXmDFAlmLOI>c{p0NL>SL)D=lEc+epGI<2spGJ;7CDY%>*Vq@c|LnINpQP^XZ@
zEE4`$HOWI?6(XTpI*OHG$gMIeJA)KLdc|nC5MeVR3NBd+x+{unWT6ljvJupFN5FY2
zK!8DR(cWr8sKodT%cN*B7laxN<vBKksdtDeMZ%3_v>M^cJeweqMsw$b0f?~-?Gs$q
zG~>&M=>RH?U=iSJ15`FZm-#SfH^u$#6hr1hfw0w-ru`A8Elv8uCIhKaA_*3EqyEX~
zK`p7p1UD>bGVm6&PbsIh%Bagu8x16(XUznqQj&;NS<HT|hSKZ%e;SN5VWJHN3>*!c
z8zGz3t5zE~wur5*ki+4`FY@Xdv9U>;&0(+CqELGDdXGlqgXyi)8YL2wMC#V*vqCiB
zaI<zN9v^g|K^{T70Bg6a*VY4eo8M#vp_B(p-D-;l!?^aLy(CKoV3^wo;A$DX)R=V!
zthyj-PPx6TpEj!XTT826o6BKD890)j8-$j?BvHB{(jc6#QqokQP$=3g_I9g_@F}4;
zX46@(%cl@aEIOS*r8c5XMyWy)Kqrx4#^<#<(JW(8YXfeNO>d}_%DrySX0l>WP_I%W
zY=%fYTrARx@W0%Hr_OG5;k2EYjq0o_rCFi$nT+z4H7G7EBBoY&cNWZ2@n9%7i@Kj`
zvubcdWmYOs&kf(qrqSu7GRza<m0_xd;1>9V8_$<?QYCbz5MU{%3)@Kj4mB~d^nH{B
zCX%qcu+=DCTZ7*vUR?&NU4pRvmKgYGFsOktTe$ZK<gVo>kCz@jS_R5uZ5g)z+pvdv
z`RP-O!Gx68;*$lm1@%V{TWHE%T7LEn$^4ZiSXE1eM)Um9BT&EYTnFMFTT#zf7oOd_
zcJ=1`l?Qik-b9hX^XCqS<M#FI81p^4cXxJr=Kh^~w~+q2dE?n5v_;L%PE8D)IyE{p
zyuFQPs+-TBK9b9}r^d%GPhXrG85|opJ2gCbVPyE>&FeQV&-A$yLxW@I&H+y`H8^-<
z{)$YzIdJyO;mOO-zVU61T7Uh@Jirm?q044U8=KN-G%-JO@#g%stqlx3*2UuOq4(aq
zJU%izF#<Rkj!R=B)1xB@`Cl3tzBD{|X?SR6bP$Hvg|VT@;ejiYW4Grn!vRD59?uVq
z!3DH4fWLa@#?zZum+#&HZf^V8)9t5EVGUr}R=K{Z6U$60joV<tKN))Wl6(sDph~9L
zER^3IzWV6ogWX#DJ7512wfe=EHopgF_^V(2>c4#NzwEX5f9HMi=oRAP$#ATgL@y!g
zh0}}&ngz)e!e)T>=m(z=vqy;CWi`VA>+3C}fhFBo+h$28<+J***iEP*%uvRq*ANDc
z2FO(lp@l<@tO9cNATztn8VnYLUI!lQGV1_^AT%lf<Xsk%-|fb20t5-khR;d3ELuB4
z^INMHwM@3QsM=f>Ej`hQ*VSU6dmhU-mvvGxNMB1&?uo#`e{vW7y$F<vx7U>DD0=?T
zppoNnBGn8uxp>2%l;Pw-62s?kVs(T<in)9?gKJsT38C{S7^GjlKC&28c!{tZbO9e`
z7B=iQhDi_5vMlW}>ow@}V7v~V@kj7uTZjbDwJQ~?R?AbKEFWS$&LHWkWTRoP4brQb
z=_B$Z7%=rGQ!dOO;{hhlkmY{BJ_gGx$B~_KwuWAzcmN((J0n1hwR2#uhU=+dDMCS6
z?SieE<=Y7cS@c?z>SZCx$X0^f%fb-?;49I~^1yaMp24a*EGH1qdR0%qX<<GXdR<Gt
zD8)|735@nWXlGv45=VtdFBRI$aR&vy?>J?Us1Kjia+oI`m9zW#L^sKSEYVJeYZ1De
zz<e;$js~in|J6>jfg*O+-^(M1&)0&kdeGg2=3yMQfGh8{6iDj<Y^xZ#m!J!zX%D_u
zPJp}Bjgc=3+#!f$8TKe2KE~~Aup9N4XbW`LQI_pRJud(&D~4W_IRwC7)gcaJn3HzX
z!J`s?Smbc>(4R-xJHW}O0n<SCECd4(VKyZHp&JiMiCTojP!gXyEJfb$mR{7edxiL3
zK7wt6{ZbtE9X{MCCJ}6du!OJJOoSTo;6W+9n@_^*I<Dm)!-_mz5*Xk<dc{;NDKxXO
zdaAF!nt80FCYqTj=EZQ#ihQ6bgc|91IT|iUf`t%W1w=QWu4hxtVy>1=A9flzjyjEQ
zF<VbXo0)iu_M)n)nND=DSdodBqDcA)1tEl^7LQb-JX9Ixk{O0fQN9$GG8k+YgcBqP
zv}8WSG&8AuIM|5Cl0GlwQ`lxs1?WaPm7sjtAVi%%;&MbBHosaC#)^kgA0)JWugqzO
zY{QI_vzj2xLMFnaRQNP%!Q}`T3EpDjOvVVddI@MY4Qsae@Sm~M#UbTrHj`SdStN3+
zR5&nL3|Q@UxzeZABVAAG4OW@LB3HU}dbdtT66gapcnx}!ROZ&|jUuUGTjDoa19r$D
z6XN%j(ZrZcHid%5h!DHNYAqp_n&k?{;SPHJ&2qVv%_n1t2*($)dBnE>(L$EVq}C#O
zfL0w)`*3V7ucE9_Ap($f%b>&7vL5U)gA$CsC2$Cv%{G*VWK%@w0Ge<^cSQvOOL<0}
zUL}zrv8hGLh0bWv>LjbH*cs$lUSPu{wzjQy$lGqSi2<nH&@ZzlU4Eb4#gP<)*o4ty
z(;I1*C+PFy1qvfhOamdGVhl;yt?;spN`!^BQAOpoIPqY+!2k-Y$7Hms6c{ynL2AY8
zq*9Kc7ZUh{T&CF;Yc{tbt8`*9yez$3zOl3<!-BR{YEUR~dXS4C>55jC@i!ag5{puS
z^cNOIWh*Od=qTUbe0uKzI)iLlHKCB%4R~6Xk;H(O!o?$k6JpV}R4Pej(sH>RWro00
zV<-s+Y<(5^ujfn87B^Sdx7Rl|*Vpa%2esPqy^!*Hboc(9o3|d_e{lciEwI9XLY=!b
zbNl){>a4-6z<A;IjqBIuF<qRvG<|XY(#-X_%OEjg$q{YZ_ikJpK6mcog{k%B#lbW0
zA?<52sK<wg`eVnlr>91Sug%N=Uq5u}G)lK81_ApT8XJIfH9UOg^w8;3fB5hJPdI$3
zTrrccIvk!^5W}usvpIb>hi_Y?didbUSN{F~1<ws~E)q%1&tAf`apL@092huan-cl1
z(er0##z!s=4bGysXms$#rHLD}lj~3KDK?)<R-VjFjo-SAZtjaWkO7+oq965Db1V05
zJij}y7d=C3)%wEI&4s6sUj53>l~qEavgu7hFE~OF+irmlCW1mChQheYpZ>}BKYIOf
zr`G$^?|$$1;H~}3Q~bg|1AqOOe+~6@*ga@h+EF$d@X+APp;aLp$&}NTXfTPI6p+7t
zHjl&DN98ySItLP8NKsh(twV@!S^K$rWe`9^zlB0n!mM$-Y<xImw;_J-@;F_z*J;uy
zP?Kkc`q^5Oi?={wRm(TsX2PyhV+twWUN;-GaKcD8%DYflW<XE3Q4hyVY|_Z_lBJhy
zxs7N{+g5I&w{cS^-!!TKsa`{g3?bj%z}42q3aX3bk`3|J;`+)Hxp-Y8-_j_zoHjig
zz<q8rKHOSeRERd#7oV98dRzgT38LLXBTzgZ<84+GSQ&Eh2E^jdZVR1~BWF%+uP%EX
z7Vu;-j?^ioPP-WdAaEy;D?>1>UCHcs>-kh78VqG40#CUcg=jq+FK6PdO6Hqi`{d=p
z4&IAfg*33&MI^q!ln|J5g3k(}1WO@7gc%lM_T@N-707xv0@xSw_V8Zn=zoMKCeR>1
z>^JlEG*^$ahvif+%~v@ebP<y99e`5Pfo_U9EC~=}*hc(aItyw9Y6||+Q4wM+^l`6n
zlowuAlSo*>D|=N>92EtKF$kNz{+Q3-0qQ~U9uyGHFLe5zl2GLVg<!Gj*vs$@fvR(4
zh4s`zUTi`3<wURDE#;5f_4jw%ojBJ(Og-RAx%73`Q=y%efb(}g*e(_!lNcaIJ5i?0
z*y|zZK|0W%KVmyF8R!V!7Vm{lJIDs1zV_2dg<(?39%LA3Fr4a68vByaguzxEg44N|
zVGi>B(Imob2bg2#dH7>*)gvaJ@a5jd(#nZWGSG}taSwr2f&)bQlcCqGLSL<AxZ_G1
z>TAE4K&GyfMOZF%T+h^Cmtp3}QQb7Q6>=|I71(;e+j{8cqHTz-NT8cffCSPh<qk0F
zDyAFAdd0v)3smFq(1NujW|#Qa2}j-5MnY(3ldXL6WT$!5sdvly*ZaMfd%gWueZNt`
zY&*+R)fl&1$~6*^ol@@APNx**p<{c6Y>^LF<B|Ppsga14_)s;<SNKpP#@FK!3@fW~
zp~MF(JQsDlQhrd>*pS7PX2=c(Y%HDhx=Z0u%;%;Ix?+&c(SF9DrL<~RuR%Nv4Pgn=
z9rHM&Xot61XuT$AGKH*WhR}yCW{5P8Lh4g0kk9wXWmd6>f`Z!I(5<YPHn)lO4dce9
zX=@vydcR(8SE$V*u~pKaJbJYn9GEJSNIfAuAQ1q)KtjLUk*=4?EK(V869J3MB2}u_
zHcb+=6>FWyXN$yk%<@c@C=+t2(I<`)DB37fQ#Q9<Yrvp~Ks~g{j7nB?7y6y<fRD-~
z(#d$rYQ&zk4QoCItq#LPg#?s8iD(14^DQ-6V%ApWTiZUTt5z=Kb*A6K<8bSgTCH5I
zSL!%6<S^UZs1$(fE(NRsE}6=#)nlCvi<54L2SHY!-HEin+iZ6sYJ{K{kQAu&)S2uC
z6E*^n{^IEn>Gt&-E(nv?YPT6oC<i2Mc4#WM$ry$t1E));_ag&lFyUtb8y^b-XwGmM
zv|h8xYbM-Af^~b~ZYj}vhIuYwv}?3_r0bU!LETq~L~@Y`=?mCmvUQMSpM$`|QeczF
z*PlHVEicM9*7On)wjH+?`=v-wUx?YG2ofA$r3C22RfSl*y0jufcdgyU3(<15hW?$-
z?m?;EZtoq}+IvDQjmEZxN2vc;S$?*-`g{q!YzW)mx_<K(m=cel%+Jo=Lp*G5{`QTV
zS1$t>KZBh7m6?lA?%$mp8+r2Z(Vd$&AAs$qkONk6ZT>3M*VD&$@87*Kh1JN1VB+5&
z9U2$|seW|i!o=v4hxf*Y2QE#GT^Jpj7#_MXHippt*x9oaLqn4zqeExT47~U5=)l1F
z)2FdniN_#9@AETZA&Do|<#IlK_W0g|$3~+ATUrZ`pWVE6^U{T>FiQ`-_l{_N^DF=1
z51`zJPrZ9_`22+-v~r)G96UQYbRJVh9O(O=9zFl)=H*8>X4lY*FgbE@`0TX{WAjsE
zH)k%~nw<gt6~u`L^RwGe?}?Tl+YM4!VcTHvE-r6BdoEvIQEoui>YaKM>-JmKdd^P?
zG#jBq`Dp6R@yWNo_RTlPZ;p0Oe)#8q@r8e5|MCQX51xVF{N^|R^?Tnx=pHo6txPn7
zIU^Rjk^aiXK=`dC_zdk0G2lwt-8zLD8{akqp^_+o)^S;p@FJXcli%m^dF?dz!|etb
zUoiC1I+RNzSK`3VBNFdEJL-sKMvX!t-jr-^VpRr7d$k;wcw08TUJG&;>anFFj2-<B
zGXVHVjCt$?QuO!>945U%F19MMrM~5}s4UukLn`9;28b)zUn|d6pF9vPK2hOvZt3}U
zzs~61!#h_kaM@5pY}Qa-8}jymTwnxA`CQ=Oqghgqk>(~|wYKWD3OK9zY*OGu!1o&s
z8m(5nv(tefoH&0D#gTlFwOfo4%oYPwAL;M1yG(l4;{d(UYtab-&zqBdG>>>K*4<9M
zUC(9`!d|z&+bVzc!`FZOt<Mnps-zM-t!l4Pz{D!gQ`K|~#0k`DBM8*a#@hKrKEf99
zp+GgWXm5;k3o$G<zMZ47u(@{1@sn<;3%o;`?_@X(*P3y*7V&qIG(u2dr6L9f0fqtM
zPO6`zdRY-(RD_dSY&Xm9WZ2zw2#I<quKir_7*YIk4C)0Lt&?gJ##fz3E0C|73?4&`
zRFbVI)r?}zFtnTD_p%T<kp@rJIX~>Lw8z-aCBO5nZ@oU+&w$%NIroa`4|cnqbYiEF
z>J`&vjww)%7Vq0hu!o>e#OY?(TMc@4;ut|PE#AM2JXnlsaK6Kw(BgcJFv4b`cEr<(
zdb)A)2yuGk?W2CA!jK|^Wd{WXU`0P^7NHt~w;Z(Z!q+Orno$xzCV&+u0F+@Ai`q)w
z-H!SCMp+6${Q%glyV(#%uK2ld92KLm4R@fpipf0djeBjo`S@-zUQ4jOJP>Ee-9mgf
z7ww1Ka`A2!M+_6mT`)H=rWEL2F51b(@dG0C1@VlmK0XAO98OoKkZR|XxiFn&eQ_TO
z#Icyk^$KZtSxJWM=F>aH+)=Z3veVhAmYUh*L9Kw_v6F5cimQ`LfA^~&K|WQYLMxN(
z=CZrR!f~_FOec$Ad#2#*0s6tWGwGMT4nEtA$I78lDTIa4a5>227}Pew?6M0ED`zoP
zxe(&|jETrlB&k&jb~9tp&^lGfsAC9S+~<yaT@^l@r2JSgLzdnl5kZCtcAHx+bI4^$
zl61+XewE6LT)k3GYBesI!n`T6OC-=^NQfb9uV3G=$rN5JJjxXoncRTi;>|7aC0ts)
zU4xG4Ez}_T&1Os?%@V0it}=?{6n3C7XzL$RgJ?U!usq4c!-7L=a1j<K0m79D%Vl<h
z#UN8+;|~ZggG^=75pJ6c92+!}QC@#8lPdwPRc|0{zqiv%Ct@4RtKv<OLZZ+h<ge4%
z&E_|+UXeZwGf~ipVWo}G^eZ*cmgsT1)iNa{8A={8&_oZl9uX|H8sYY!&yQCyjZBt~
z#S&c9tTh?cNQl`mh;;NLScFAqbee2<Npl)aUWX&bbKspqlD)m(0j-5!d5cD?*%nz<
zDwA9ha5^!jG%DcM$pC=GG9z4a5Sy|82saFmWW8QOsf1vIVP#S(K~hD>H_(W^UKbaG
z8i_=<u>k>w^+vbF;xyxIZFZvx#uO-LhPOx!ry0vcI;19=E%fYkUw!!TC*S<`(X02}
zE>Ap>`Q&TgIDY-X;mg;xW+zjq=E}`dy<2T`QrW!GXhLK8Ep%$%ye$=NKZRPld2@Yj
zb!BDs;r&OmGc$K@-vapS*0mc8$bGG#)e~xE<lepeQ{$tTrYEn@&)v8>e|>IlZg%$S
zmCL|i&jF=%``Xs#5}t9R!7zIX0EvmY*~>E*CQ%bKc>XND{4UsC6JwXA!224T92`JL
z_SoS0p>t=>z4y+<(BKS^6eA<U182{jdiV4n{zrxmJbCn3qc!G>1)IZ~&6SNh<Mzs$
zWNm%u^gEZQC+^?6HhlUtI=BbVoE{q-yf`*IIdJ;n%`2dXf#!-;NA!|R4xPdNBTjvK
zXyEFF(aYllm&Zotz|u$E_RNKwmo8qtF!f-54o&e7<}b@v9!pjhbO6iUyR-KAiFA1t
zs8z-K20~v>J%Pm#%I5HxEE!(lC?+3IwoA2_dx!5I9ewuZ{o~!EAOGOXitXP6ZS#9^
zia-4RpC9iY*NY9*3{fsWO2=S-B}0i;rCZL`5DI2|7(T)SGU-%mLT9idXlgd0dZW*^
z*DApHvLRdI29d&KcbL2$v(>Bxq`~d9dfet9E+8$03%zP+4npbJ${Hw$2)%3M5^OKV
zBRo>^4x7=SRan9BQc6809YSUxTp)Yzvk?}p5~V?sl}D20hfY0eK_p7aI@FgOTPjjC
zcdxELe=J>pCR%w4)&y8$I++M_NkS<Gf@b0VEieZG(#Js4j!+q37Tc>Ji8-xAkaDd(
zdl1D+Cm#w2>2QEF8Bo2wDVJ_#Qb}NQM$ep<Y;55&9GZ|JeaS?e^m@E@Gwrr}tU%do
zLL`!4eGnLir##F2@)tk(_{|~W`k#ILx``UcViw7tRxuw9Q297t%f+$+ljg|1W~G{m
zRa0C(5~w7?fPKN*s-<`!Rm*Uks;NHlJ{|6+LXcifAhSx567NBTsfj!}lInR5bv&i8
zr<>{rz)+cuPxbH51u@;*OEbsC@Nro<DhWGj1_}+D1gZOd4Esv_L6&`8PlEA<Jk?%K
zIH_kLY%tS=HG}~ljItK6_Mlr7VjZwmd9oSyzbdCOb1cw~ENOk&YyIgT|IvP}n5P`|
zkgq_ycMI7M4|YC%b^O&gFF$?#0&)EghNoe7lk>pfYH^-gz*%D)8Hb_8Q}vLyMB7s?
zW0A5!jCCVajkPyIu146|!%}263<wx3vUZe&H3yXl`3LEURn5b^fWc@l)klh<%m^YA
zz<h-BfwQQDJ^jtcs2^-G>}<jfYsV=_uO4<Mv*Bix*@t$*UT1$S8?Eqk%8z;@KUN9)
zV2who77y;^;}wC#vO_n6cz<-Sl&(et82;AcEblV*Tg7>x{^JSKDYz}!07}LKh~EP}
z(M*E}5{HCtq=a5RQA<FZ!4TtNe--&)_U(paCmnC6;b&rjB8}l=o(sHHUyWWNb5JWE
zH*344LN}kSC*sw3v?y?UmC}n=qZHw@EK`Z_F`uUr!{j=(Tgb!IDu;pzkE;@9tKmQn
z{h@wOUv~){l3;?}lBT>Ap^5uEr4XC&Iw`#>Xaa6R#hT1fk1s=0UX7YDn;4_stB^aT
z5{w{yYV0tgP*T?4Qk2W=2rnrW@V+8waV3lhdRau<UY*XX*63E(tRk@m=m})_%@#};
zDY!a%OdBmOjh?pHF@J;t;YmO1bl8<@n^H}Pq$aT#c`%AF`gD5r+L{Y63Z&DGMo5|n
zi#l`%ND&yrA?&2w7Oy{D3V_*cFgZ<D^aP>45M#LY=g*<RFj&;c6i7)~^oG42Sj9Pz
zZc+J)xEDkEtK|wXs!E9*C9R;`OE*OZm9~)0p}zvvh)%0hD^q$b4s;_TyX7Q^trY~_
zbq1vhXb6*9MY`MpgvwMJlbSGVjAk`j9W5Ao;XA4&3dGL<5KG4sLJ-C2wveADlxjSl
zar+PrGODzw1czS-cMIWsIA9oB0TpXi$zgeUtp>Y6ZP#fmKu>^OFB03Z1&OEKZpQVX
z&t<C=v&BN@&HJxo5y7ZMzQO>_W;N)0olYT}1yGQ7yM$1X1jSizK*<QOu^hvO0!*vZ
z`q9sR`sY9T@n_%pqZe=9kQDvN*S`7Tr=K-CI|nDPTf2vi-chmE<zrc`&b06Z`{ECu
zJbbe7@bQDY_rOThs8wq#D^@EE%kAl@sq0s-K7ROMerD$ORXAUWaa}@?ehO{Zckkl%
z#mNbnS3@90Oij(tUcN9s_V~fQ=g*#OZY({xbK~mF^wS6TK<m2RuVe%^bz)+4XnbU(
zKOY=8H#akl@Yv+=(8bZ=(R1fU2hLxanH(KFixo(?UK1n3XWx7G!r17g$+7XlfphPE
zWo>Qi<*QeSnZ0`PA`)aT3=dx%K|cRKoqzA$3EUo^KsnJx2(8h<nTg?<@u6#%rY=vR
zxqD=C;QRz68LEp$24`TqjSkLF4H`rbuS^Wzyfl6F!Z^}j2;QTc^3l~R_vU6FT)Vvb
z=!R-@5%5`XRu${(n@^vKmzE{Vs|E>5D=eJP2R}B#gd#Kx-x7Nn?J|PV?T=p^z1rD1
z-Z}WIAOHCG;+_4=ll<a813&t~j}E&>m0UF&%f3}#Y=q%CGK?ThDN_k}S&rfS&VF+T
zF4HWyl+x>rY9&m2j0u31plOPs(LCgVKCxNN7WC{OPhiFW>uhFC&~J8G)OxKH7kYB>
zwghYJdcA0KgQcB>M$&(b#bCE$)TlA4We%g-Ycrs&7zufNmINb0yxp&n-C8!QMLOA*
zS&MZ@kqc04=@#rVge26`RjqtovAw2OhzPaZq?TK?h(jn>pD%!ukG>)V)wFVH6dO=J
z2U@?OlrSj8a8tbYG%5rm0$55q<hVd514kb;i+Gerd(70}+0}(7xNar!ljzkJq<D2I
zhfxc6&SN7WMtKISpeS5+F)l0008)|AZmYlteTTcvaKKwFW*Ws@E-HXNfquYDB#?`T
za3n&$95A67p`7N+sc@R7YWYN~obHrU<wOVy?c<YOq?nMd@8%*P+jsH;N`Gp|Rz-lf
zB3p41{fXG)>*ZmLuz1*B5r|ZJHxmHJ6p1MaEl8KQW*26WP-4+tYz|_;mku1|LPvS-
zMJ4e;w+P>?9Cp8`XI?h*t$3h~QlUfu6+(yQBqCv`5W=)^Cn@YCxC-kov+ko(Vkeh4
zX*aX9ryBG(LKs<c-K0<sczfw+HB2@UVi&Og$QEfU(qFZpyUIAqj1x!7X{?3(ErG5E
z-8rA79&$A~ANC?klnDY1IM%%sTVbp{2&x#ln+WVcPew5D^gwrk+KQD-7-IM;+`kVQ
zmcSIUANMMUTxq|huNyPrYS@#btmrlZe!mu>uqKH;g*Mn7JYC_*Do^EEPd?zzvo4s2
zxQ)%ndOU>n(t3=|2i;|X#*Jc##HcaDIGc%J#EWi6Y^X_I9|9ulkNRwg>jSt7NCAiw
zXq5`sz|=KjnXwk<>ItEnOClQ|_dC-8UxuXwuRZE@)MDXk1P52(f(1T=#Me$KUr9uF
z%K4K{W4~V6t(IEZWILPMDP}QVY@r7Wg$Mye$RaVnKNk))l8Lgwr72&ALd5`vkKufP
z$uo2e4LBBa%;hKqnOZcQ@?*B>pbQ$oyP{5;ANVhD=VTJhA3fOGQ>bX5AqZU>zoZz4
zA!d)Ep<c%r3>2Uc8qgtR0h0-LT7kur$*oeUQ!dBqqMsm;=?dGO#?5Wj;*wLTfDw!_
zB7%zvhDMy;g2AF(W!T!bDOLJyk(V$qRttv^yGmo0Db=ee9umPH!^qO!k1-PjQekF`
zNu!4OV~3o;oXKnnV#$$1tGSne@r6Y*iv{J33XvFAj~#xN!Mp|S2e7l*vbD12vf7UJ
z_u@j-pf!+ws#a^#{(xdzw)%8gqtF^PdaYdPwj;fO%^15%q1UOjCJiED1m*UjFKq4k
zGMLSFBTOW{$6^6J#-!CVK9WSn$ZXTgHD(Qg=ob_hgHLI62|<7d#dv*Tih^C{F`LlA
z4bLAbGPl)=fhI1$+!nKPdmCwd3UMzpfwgG7CUUgzZ79@0JHZMw;U}f~fPG(x#&Ur_
zm5lzy5C7}G{Ptfz|J%<$|J&dE$)En&?(Tk6;49_w;o<S|i&sZSFBrd%K;q73NvD#<
zLaE#8(O&=N%F^a4SY4|iEb>CUSZy4=diBAlpT7R^<HHxPYprgvQqPsDAAa@?6dBo^
zq)uZJZ%G#(JX?757zz42H?BXre{X5=nMxtMdS(8}!-oi5*=%l&#(=To%*52h$mrE8
zbJylCLq6d)#MGs!DTt`s*XFKWzI1bbe*V(M`I!s2XMAuFU{$EETUV}(o<Bb|Ha<B%
z4iju_XlQ(BcxrU?0u<N4+4<S&E7Oxme+|6z?%=7@LuXG<jt&f;KXVbN)seCBfgvm~
z&Z8A*?#keM?*ZS6(x^)llMhjCG(UG8?br_=ZDJeo`Qn9<(QB7yfy5s?_3r4oQ&`}{
zR^!mAcl(k1k>R%){-I0b<C6%3!2}yTdvWya%}XN?Z$N>~O^w~SICcHv<XynN<}Tfz
zzx?p}<;|zJH=o|^RT55vQo6Fbxv(f%T$L=X>cmo?+3fEVarGfzh;cJ<HpKb;-FoY&
zw}05~9JD$w_mBVbhhM6%FTSq%{W!zF{^`$;cTe)kLN1<z`XZe^o(e&L<zmG`sub{0
zw2N|@&?{ueYYwhV&4|%@To^&3zScqzCc=QA0>WLOW_jJnJE$yuBn8SJ5xRh>CAFB8
zaQ2N_wVlwJb#kLduG2^vKL!CJl^l=<xs_0ZbP920)ybT2lN?}Km`&hWYvkadDkW&*
z)|=EwsBR!yFW+90ZY-EJVkejsD^Jzp6@_FCtBx8u3WioC>p<%)DYjRX5>Q>AZ>~It
zOD5h}(WynquHmZFWY9aXcy838vdH7<cbMSSo^)9Q6iJ{wa(hL<6{gRAd2C?e_Dx)k
znzbnD#uyY?FcCH%vFfPU#0r2M1|33gXyb)hXH;y5X>TgVhFQ;UuTih%_jcO{yPZTh
zTuH@KVJaRbyY2E<KYjE11p9))7l*yq$LOudfA-1yzx>tDfA*6f{O9j}<7B5*N%DX8
z$6wp4<*JD=xD&M$*TmSXoH=ZjPI{I0Th7%%DfT|FsLjG*Ee-E$x4`$Z!B&FWN1tO^
zKr0Y-0Q&;0AV7&B+=Xq&{Y-xV*B|6zI++(bDfaD<E(DwxJSBwr!AI?;xB~00hJD>c
ze_mM(xQ>eHb}U#5xJsbMQ;xLH)`)T4RJ6i+_ftYGMCN?<I_s}NjPX>7ai`rDj2i1G
z1ER6^=z(K~K>I-@_p({3^CTJ}tE>y-$S$a5KvG0VtVY&?_9|<uF}4Qlgjd#$`0F80
zNAS1d?=jY$eo+y-hcm>N#At{#1obh#Y{e<GfoEx3|Nb}wsR>W4A^0&x#lt#pb8$6+
zs&HgYVCqpM)k9^DY+#om39~C&<|r)pV*Xf*ut?oEli@zyD~Jvw7XDS5c86^GsLxc-
z$3FS+)z`oJ5k|({LK0JXY(bv%ny7-x@z{S%BH5MafvVtRq$f`Mp~NC?8z2(A%ZmF`
zj4$Q`vm$_4KIVxzE+}A`Q3&nT%2njc8S1#xdb!&v#kfW)R*S)H!{%lzO_KQ_+ejcH
zD3k@%Yx3AwjJli&pBEY|MS7D!QjlcK;|<##DR2_d4IQBKAut;HQ7)%Kio*x>rPGGY
zrl8qG_tzM;DZiJ4LyO#(K}TxUM(p;2hkz>!z1}Jn`*m7Mr}cx%qLACAGKWm=kV&D+
zD3cK&FQmMDTAf)cA(3U$X>zexw^}t|BDTCjY;FQQVb~IR4JNZhuG`pBuB`d=Mw_DV
zeR;J8lUNGgJHq*4&{elZ(xp|_PYR)ME|oetI(q-j>sPN{93Ac-?Cl-w?11-$ZO2Zt
z3CMi6)BfyhpOuTnUU$#qaBv)daCo4UDQrgYl{GOTnog!eLC$7zF#dp1V~|S}Zl}*_
zaVRnI^ig~;vbiG0Di1&tFpg|SGvlX_2a|1!VQ3R-U64eb6vmV$3?H%KXw%|XScPa7
z<?x_>5n2lzKabT?DuC^W?NT!=GL#whcbt80As7hwy|@u(XrI#!mnIs*umJT3Os`pg
zb#nac&wus(@Bi6f|LiCGJKf!0x7+Ew|K<(u|McSzfANc-|N7Uz`uQ(^@&Ek&fB)&v
ze)@wS{@@?}@qhf=|Nh_q@DKm^i@*7sU;XAcKmVJ*+1WdM{pS5jrIJh}tF`I}AAMZN
zmspCm7ziwkE9CNUD9mvJ8|3q)3OXcr_V;%74`?Rj1{Ry;JY;~6CSgV{FKx)h${Sa1
z-o1YN&W#&4=B{9G5gO^j_{5oazJggKvh?@w+?Go<8*5ur6BAcvX69yQFJGKN4D8{Z
z+p`y@Cr9B*4Ns4a%}k8ln!_mX{1kv)(-$vIOra^ePktB~#=hb3*|U=)LwNM~$lxTj
z(0Qyh4h)=nZ|LlMvs0t!%Rc+=JHzMBj`xKbVql~A+vcXHE{u!~ojyBo`t-`;;)6T4
z@8Se6Tzq=>-s;mQSf#|ZFc#>aEi7E0zdSuQGVtzK9^RNotn17>e~8rm_}NoKr`{RG
zpQqm$JAY>E{OPHo^HW3TE{zYNoOgWi?DXis?9}+&<ODDjv*W{{+ynD<tIxfkzB_km
z;r86><Lg%S=8K(NImrTVD_&gNT3D2?ZK2%CqLO<EgH=NW{b(nnBTQ6ag8SX>(a!!(
zz0<DLKYaQA&wu*M-;cNUFVFG|{|x-<mw)^E#hXGhkL}u^4~x$v2qyx=$HS>iB%9>p
zw41RT?H&gf0I@m<FqRT=bc<fYVMP#I?M^G86G*K?dVxyHxb4`)fh`8;DMSkfiy>G=
z7LCKG(}*`526VAW&4k+HGKn{qtws%n%qun`6-pTOdb!A90?^eI3iu2t7j~H3u(8Bj
z7#%{kc`Yi%<|1woN|9Q$1|bMTUoG9h-y_*t6>Tg+A!#IA8vs*0eWVa?z#A8@ugEr6
zVUz*KYBy_yFtfh0vbnaRQOce^zNdo;h9)?V$Bu#ziHIUGdl4t&9PKpSyf|@l_7bvc
z$dO<jzz0$yp;L)O4x`y&G^#}#J}kzlWqO4amKvdgw?-8(MyzH#?b`9-&fZ>Ur`t$y
z!B#Poiv|m6B+LAVd(D%B&hcIoY5i(8k`?HKPUYh_`+xNH55D=)n}b%h2r*EI?bdR;
zwc>uG)GcQl*~oFbyi-ko_;UBKmG2@Sh0J_C^U-1F+aJE@1HphHO;WoB$cgYymOW_{
zUU$j}sDrHvx);<Jq!%W4hb8Pq3jI+dtTv1|`?-DSF18h=AzC0^I!WNdfRczdqX8I4
z1=ji2HKKF0s}%I)8FvNNP?+i_BM@CRmTZK{q{C1P`k>C62t-lNIt;Nyun~cx<4Qqy
zA>cuvy&UvH*LBg&9r9vcS)v?o^I)!w$53W$u(OJOV<U(GrM=C2OB5WifKR!>nPd&l
z)r<GhtRT2{lkoJSdr20Lfgy&@Zm{%gg1^T5ORNi910Ymj^RW_g<!M`u!<{%=Un4?8
z^|j-{y?hMIo7g9<!*C0e?Ic&`keZ9&^l&>9aK-#q;8=4!)h@(Axi90#;YbMJS9|S)
zdZ`WG8ond~`b6-!-FW{1TMl$9m-^)8VLD7>ceRm;7X+XxLZCxr17z4?LPdR12=X3B
zDnx^IpAE7x(w|}}u)n~UsHYRHT)G(LcWY(buEb;cFp~U1d~Kc$l)`|OB}+VC;&7fJ
zguC)AgDz6+He&dl4N!nZ6gZrA0FGA3YKi&1rD%jP8d5aH1J>%sx*}l{A+IHmIGr3Q
z@dmwDt&G^rtU=FP%}DICCX5>8L4xptT@OHtOlscRw1~IeY9)}Weh@^p8b5OQP$2NB
zwzo(G%i(pK&Al3+wjr<4<VHRU`;Qu}2Z<(!$73)%Ra(Yk6a0RgQUkNguQwXE`Y5oF
z*GuDCM=VD43&5*#Hdo1ElRCn9{Ma$XXb%H5As9wF3w#NO(E_O8I(#;({i6>*fHEuQ
zig2!WcA#R~TdV6l8-k0)(lC&~Ez=XIg+xJyQfbiPk_zKOjX|Y{)`FA9`dO$f3>>i(
ziJnJz+fYih$4#izdWFVrv>+R=106!EvzzdJjc~a^GPLUTv>SGoHJ1X0xt~cmI@kfy
z5b-ed4ZS)(NC@FnEK<n>R1?R16AROEfrnf?IXd{w=b!)fxBvRv-~JXPDE#mL{h$By
zpZ@8e{`I&2`p^IJzy9T4{`n_A{>$I|=5yTtkN@xwAAj@-fcggq2S5JlPe1?lum9wG
zfAU9v{Jn2}<6BVZ@o0kdQH^FBN3GUCzAKx_VWZQiC3>A+EE?%_JJo765C}qd6-$*$
zwVq66Q0tw{7Fa%RclkHgx7OD-F3rq7ez0)==AFAYZa%(ycXnzDn~6wm&0U^-bpQU$
z<kXd!%a^Aw%uZhri=;QN0gg3&adPs)#Q2S?SFc{4o0*uL9v{7R{raWJDTty=ljE1B
z#^GW?2!R_0lWKBk=<HX%f&>>PjKFq5XpIk_8y^`s1$8tqJUKK5oY(l!!0ow95NVgE
zCU4Ho0vvI5dS-Tf0zwW=+%V9<@3K0arD`q2MWV47UbG+Iy0-Z6MvP;!nIza`|M3t0
zVCLe*!Lw(kM~21+&y1WuHE`xVFuve=4W9bS@agx4PQN#P{@lo!cSlaYGjis=$)R&#
zO+3MOofrmf72em?>B-rN;kT2=sXH*fuFc)OdinX?Yl`(pE~A8YYd?9}(t^J69MWq|
zBf>VT#wZipaQ)(Rhv;Zr$cIS2lB?`C+B=Q*C$C?=Iym_F)knYn#jn5c@9JNk;P1yX
z@b`cJKfd$z?;@In+*iOGq}}0oFbM$`4aQ-JHA;2TMcGXbx7~$Ux>={g-XFrQHnRmp
zWr#1}?k$)Rn2dT&pQGhP`b)2MViyt@pK6(vP&q6rvtFW6is2*aWm{+q!n(NKZbV%d
z#2KoLybh;Uq0uO$*mJ~iQvrk{GOa*6n);*&y8!_Vl^d}zl^DSe7+huzS~(;(@GLYE
zokFA#t;sf?sU&N7fL^vOU0=q!qF$p$ulKVDXej~=e+^Ycu-eR^+o=2295w*39}Psm
z-{S&Ag7La>+iF5Se~AxLC{SL!duw7~&<3yu07~c(_o6{ajsqPiVZWE^pOuVqVJSch
zqM6O4jf5x+A~DcJuXn)f<QOk9`Pq1gbz35gJLGo=tPcjFK)I7)I*j6GbmD}4C?W)9
z9VIncjs(E7C;&F)%W+gA1C|t3jsXx#SE5uk0W26*PltD_>7!N&nQ+t(p^)*QmIZ2c
z2Wx=k*lwQdqepXn<ibI|k7d{^fK$PB5)7;%1j%0Y5c#fraL{X~BFIEReIa0mB}(8@
zQJme^S^^|Zpn_p&gzls{1i;$qNH>R!da5F@<uIfaY8gXKphWGajK`AqSyN7;gpx|m
zU#6X)t-h>gYdi%qSTn-xmov>6Tku(mek(#>wV<~e@TNRwG;ue0Kc<t2=y$L_!26m(
zcZsyLICqV8boyOIUW_lRtOGVzIbg?MjyPG3^Mc^o<o)>a4xSc_3&S2bT1D0!FsTZx
zE9o`o1FlAtu7te+!|r8-PCN+zEsrrMz6x-A){8C3-E6e4BzZdNx1}je?tG}*X02+B
z8Y4byjI?3xG>=qU&{O8=91BK75O@kOZ_|uB=CfnN5g3Y?-<jjt<8HH+PeFQ><6*GB
zAfGY;Uk()pe6W?zb_yBLMSutcm;w|p3?Jc=0nY{EeK7*oL<C;~*w=owykDy{vnjyA
z@{w@VgM_>fY5Z0uRgcFTu}G41BiR*kJCh6uW6?B2Av~W6P$`B^kbd4_1CI-tF_60;
z#we4Xu@D>>DH;us5iq`dDs{kU1Z_Tqi5@`&3_4n)MlBI269E(~iY0Ej+@(@j#aL{V
zlTaWCgyTI(sd8(zSak&19_q_$Fcg!CMzQE2jAp4^@X=wH&!yH8+afG80vur!%e*?m
zio$4YIBGODsSNpi+Gs&UpO8vvo5KKzs6@hm8)YEiGATB;BB<N4yG<&s3zU0M9RSxd
zS?thkDz#QFPe!5`Ao4*@x+U**ci#W-L%`3)>sv;kDpYu(z^|~yZFghN*q>wS`sHKN
zZHZQ;hw<gI+PNTy&Y%b%(W~@oiIVjAz_AC90@F;)8L>erghJ&4pfJH~D$!}yYh@G+
z#yZV%w^@F5y#MWQeEQJ`FTekvzk9IX`S8t)?|tWMAHF{R_=A(*{Q9pxe*e|}?k@i2
zQ+Q{_cd0isvBWpO_Vxeu&;R^ZbN&B+{M*0%+u#4=KmOpyKl_vK|M^e;`sW{i`dO*m
z`1&`$1D7fqj&Ol+G6wRW7a~)uP#N^*La7d%m`bivN#$75G~rp&>9<x_fU=fui#M0o
z>?RALR^tj$3Fy64j0r6IM0hTo&SX>RY$BP?7s^Z^>~OdMQ@wxp-s0j)zZB^9-CNh@
z5u3*h5ecsA*jBuF@#gjGaJMj9yf!y`?dsgUJGUmsAhd3bj|@+ak4{fb&d<(aEI2<i
zJv}x$H8ON@d~9-LU}6Metr1vTBj?V|&-8n==Pq8nH9t2#JUHA>)StTr$u@j$@Z5O_
ztMS26EGpi<I(zHNG~6dhpsC^WS0*Q>hll6kdW{a>y?IT%xfqX!KK<Iq?QRDUHPPC0
zt#oa5;m)<0alD*<;~QVcYSiHQ!9bWhcj}$<?|o(9^j8L<vd*5mFf=f6{?y3XccH-`
zy(Z3|A3l9%{QUX89XC8MJu+|+$M67{U{@waFHZo(It)12&C4@)@bk`GczEOLqZ@OZ
z&+a8c4!2QU$pqa-_4?CipsS&9)2dXfH`c8h1?#0~H<yW5;#?Yoq5bwQIIC}t4v#wB
zPe1tNzkUASem~yYzdXw?{4?<RFF*g;U;b>rvzv*ec^aw#tVmqz;}S&3C-aqD*$0tj
z_ruulBM`0DK4Mj&Mz04(bvBFH1bj4Bu1L2PtL`2TTrr@)khDjH-lS7P8u_t+t?2{j
z(I})s->zImXmkd>&I0H>&_h86TFd9M_k;IlJ(eg@17tDi69R{_Y+%1gr(F%Gmk2b8
z6}e~w*?8IZhGJVRMKBnv*Wxwt>NCW~fZ+oC8612KNMFwu(9nT}O1)Gf-&&V%ZGcQD
z+gOHFGoc8Z^y@V0)x|~7E!=R#<l8(f3l?)l8>kc@+Y3Q@^VyS2;}eX>4RlYR1d9qw
z7wkTz)1bDfC0>ictObKnM>+`BV~^pA+yb5kXw@4GHX?x^hbki!@vxsqzcY`#JryQx
zl#{@R0_~2o-YD$|x(Uu_MfN^H+rjn9bN)DKM_*w%N_7e#Q81NQ0C@IxhC{n_wf`a6
z&hmR8CsfmY5Nn33CW2Um#Kz)55d}jD)DQLL783gr3T=$XwRATJU}<D019W_7rx^Y0
z&Hi^jd9{;^!yszL85Hr9IbSK{hSQZIZE3$9&DwB>$~;-(`~^rR7)Rx7kqe~JPH5Ga
z!+ra!5+oyLJ<?o7(pK)v8(W#dbkbepm}Zo%BLJ2Vq7Gv*=qoVJ5@pYO%{iYnPxdz@
z>k%f8LM6ss#Ge6sk+$T##xjX`n7hhC#kpI8e>aK7A~H`|8@#U)bYhx`;8~7>4D;c3
ziS;Bsrie|G@EB91gE4B*RgJSPhP+7B!`uTBt(OcQ0u~(bq`hWzP-42epNq7j%x)IQ
z4(xRXkpxTnEP|5|T!xTc9ki)=7lD{PZB+j52Tze!%wfT~#f-8lz+L2e`6T9&Z^K>a
zYIOC=IjkFC1PPiw0BCUv;juuU&Bd{wefq&c7ro!XELe>Qfcc#0d(H;?eM3>dE8=t2
z)8M#rAl@S+R!>HDD~0`L_4U!-$w4oVlota?Y@(G-!OKDhtPny_jgEUgAhkw(Zq8}n
zE#={l1Z|ciMY0y)Bdjs68?Y}VyF7T;K=+W%6113tfKw?|Fu|M(d6K3$hdqY+MV$s=
zdo*_=W=~<<wzh#ZK5MrHP|+&dc58JG2ph3Pzq#!<5Kg6vHdzdt>oJ<jN24~i)(t$V
zR1vV)0tgkEZFZH~u2vgFA}ls~(e=8%sofGmeL0j06b#wqN)2K~YMleXd8FCVd1Nwz
zd4<ksqg=(heO8s4vO9e)H-|NA>;K2zdo@R%pV^roWA|pY8j;QJ^4?dW3aA25@E!?d
zB9Y#E@4fflA>mQpc6GHOn`F~8o3?xC#%M-nR->5FN(zP)s~cVJldUhIjvyn6K*MBZ
zp^*PPzw@5=Il-U}c9s?NeKwWuc6!@eyH6fH<yrNE&wlj7&pt~=lMa&|FAL-s`UIR{
zDv=z}BrJBj#pZK+W07dBR<ARptW^H?-~5{|fBW0RgG0nvgF|G##C=vv<wm7m&X?<z
z>f;B8uU|g-<m1<${qU1t{qiS2|KhX1{POc(eDQ-{e({6f{PIVC^T*%(;%A@z;)~C|
z`pr*&^n;H+|Ll`L{`TiT|NQ$u`^on{c>RnaVz=3%e+^1lIh(8Im<t4&mHNZOqmMrL
z;Ir?2`unf`@&m?)Z{B|X`4_+Z^_Rc><6r&YM?d}fufJ+ES`cyA0sw!(?3FVhvPvtH
zhXTR3AAeFR*KKCIS!Y0W0fN@Z<twu@QjrkMA*CS}gJEuJdS!7D{`|ts1W<Zt^K@jd
zEY4fZrd9OT^vv4QlEt9YspP!TX!M{gL_*QR+`P{pOs4tw^r_@pg;b?dX=O5*P$XPm
zU*D9-5M!k4?~V-f|NG<P(^E6Iheqz+xeIaP+{xnvw8n<9#cr_Bh&;P`{vs8PEJ$Le
z4Z5@M6RNrj+UwG}Gb2cyp&OUao+CeY=jI@Oe~+S{dv^eQjo!XBK0GviZ}jG+%TV;$
zOqXs5JQj^quwXW*<eMVphLA=%qij{SHp?a>xZ75<Haaq_)EElo%Bk<XgU5CG?5VRS
z-n($}_=OYi5yhuwhzuAYi|ZF?EV^;?;*~4s&VzMj{&?rg#i2{*?_Rr%<u!cm64GlN
z=)}kX_BA~^ygEI(HZ!SMTi`m}$i=iWF{Cx16K0jh%Wo_pMgX~1V=kI}xc_Re|Lpmr
zw;#Xx!Na|$-~Z@)-+lAphcDiI@uM&P`+xoK|J%Q+|M>xaGkya9`Jevj?|%1JpS*tC
zt9RR_W+t3G=pFO{-Dhj9a(%Z0V<49Zkfx0@An?20;Q$BEkl$qq`D_8admBw^o_s10
z^;!5}jv`#2Kc7ejfI@RwbePMzGy^`$W=#eSvdZVMJIy8<ArU_~MRudc<1i&bMY~Lc
zld4f|HEL5)pnYzH5X(VS3&A^0!WW~jh$U{n+h)?S!s8&6Vz+oKdSdoCRFEsII#rqe
z5}!>1z8H3~MC{b7pifx9d~JyIav6La$|w^F3P7C8i%S-x(P6ixlQEV#8<n!#3JKP{
z#h9T{VITbV<x6ZVLaWZl<Gn^@kn#!v`EmMfhFpxzM}H|5tsnqm{w#{qZZ#@Ezp5Ig
zR3S+X9P5y_YBt=dru&V2G2zd}eA%eCQA(DQfl?xn^uo%vg7$7?qpeJ^p7eE#k!IT8
z&IH>TKe?kPTV+&PzYygH1K~j<eN;<4@0Si6>Bl{KrE|L#py)9Wqfi$>D?DizDBZ>u
zLo+<4_pq6L+$}>5eav{VTSAgCaO6{{lqZxKwTn+!Z0wPV%G1cxPI@uH@R1HG5I)I1
zMe&8U^U;1bvQtbQR*S7zu#*I(9<4{bRlhTDH*~`8{d{~U6G6`$mD8+1J_F}o1-BI-
z$n>PsXvh5nr4;q<r9%Bg@I}A1og-J4?Z*ARSb%TrXG5$~_F|rXGP0A2^{7gW`3?*5
zPAssM3RHvkX4G8|J9BPR)?uuNTsfDy<h3`#o<_*s<|i3;H52|$D$+x|RkQo$R4eWy
zpT=Kg2lCk0PTgTC{;-yMSV`?ul!=#EPVN^Ik7`ULv-_n)FBh$$z9RNcE`-qC%Ef9C
z_YPH$*+?Vm=@$}DdyVa4`lwOF_+lRz6k9hNWiH7(A3lBX>Sz})tCve{<&&LU{Gd@h
zXw_anef0MImj}IeH5q%n-KkO@L;yP(W%$_1r`x$CZ^?iiwVI3zx3I8^*`sa~1l)eB
z*2tv~TJ7CZxtC4Xqv3;k74ALzkMJULUS}cT&Ii2IR8_-)N|4`^WHXg)r&6Uru;}+E
z9S&+DQC6j(FXtUV?3o@Wtk$&4k@LBWL4VX@%-~3yO}t+U`F(0th&4v74rG0tnnJt7
zsZ;?<<t^!Y%Cb`)51J|h-;W9*tCb*q%I)`P^<EA&dV^o9=Ue!cL#YgzEk5irvo&b6
z#2oH4Er)s?tO>N4*I+Ehk`Ul&!3F~F*6Dl$=%_d5^``>CRDh?Z30hb1YeFeN1`2~7
zKX~}&_507BJ>T8l?)Q4pfFA_?SHJzLS#PE(Dxz1YRALiwZ-4i*AOHBf-~IH_qo*%k
zylyp7pag}&sd%DXDE#h^fB4t`=I@_Be_qJsx4T<R2}?QlnoBMEY|7Q6{k_Kz_F?_K
z1P=4+@rQ4pfBM}wKlt>64_Q6>;KdKo!7rb@ef{hZ$VI*K^2yQ1A3T5d_~3h=yngk9
zDFBsfkz6805-dUNjA)!M;CK0)Of&sqlTMdOWPpqT=dqy^Wpb7`85v|!nR=~m*0GOi
zH>=e~mCEaM#-dRjP*qABwfau43n{_~XM>_`I~=o3tI^=Fm^Ov$GO>hCG?&B91rv;Q
zEZ_<IT*=q~qaj#WoSV2$N{T{8Djg^9-j#|(D~k(rGxJM}Yf_mSj>W>vtkcGkmjWW0
zR-s>87Kqk`kR>+O*EJM;>y5M1)092}P~!`f3Y}c8Q))~L3oFpQ6tc|?k?`*A+l&{H
zTeM?C`l45e&Bx)Jw}x-r7$1SWIt)JI9tr%rBV)IRuAMs%sh()r@X&3RC6}hgMN4zb
zb5jgKC+-a|&CO6j0`^)eTnac0nvIo><yq<45>38l*_uHnn4cKdYznjz;l}Ec$L(yi
z+oL0QPkrY*r{8^trO4CA-aGZ~cP^biap}~tD`!s;=0|;9J$vr@xeM3NUx1uXi#Hjt
z+m|n3e~nxNbU#4ij}2W%eNBxFeI5F`CzzUAnVi^Mnxoh*8w*h%kPL(d>PxM&sI;_1
zMQP5|X)>Ys>*t?7fBf+$2<i_%d-d$2Pe1;Qe(jf!Ui{|gU;WSj`9HrIFYSMRl>giR
z1pezk|MRbY`o*&&dRIF2T&<X3!KctHw%V0$ufD}N5(Y&&LXInt43pj>h2U{Bgwx3)
z0Y_}$i339P#-mQaJxuqwIMAtxsU8W07)E-W7N(P&zkFUVyssh_n#0HwFcxq{1MX}z
zkWElgMD)VmET+rE9Fxo&t$b&U(WVP6Mw&}Uq~B>VIicm7=$y3@j(1QH>>hBtQY;`@
z^$|B9icOk^vY;y5HbB{Av@B``u-1UfjOCSy28=3ti#D`MnNF>;TdiJ~V?(&1kgGhb
zVH=c)Jtn6tQ4+GGTH9|ka(YS!gCG;j8J3mO3`ukGD2tlqB%LF!N-ocIbx^m>gZDUa
z!xDaHI_$1yLd8S?i_CA)mJ_~OF1*_<GsoRyKDE;(Q-)nuBURwDdQF<R+nVxP(g8~|
zAL^B2y;7u_aF-(XTHIYrxQY>LIcjSpT>X5wn+fa`BAv9ik@Or6Ot8{kl?ht%VLkDn
z8s+VyMv}_uR|l<urea9f&Tq4IND6DOb5ze^=|HbSfE|_-j0G9w9aLgu*S9jkXT8c%
zHPuJ>#l3yt68R|aY(wTxhFWny@9gBsY`c1?aMo?Dg*>&Ov+B3Eqn@K`VV7NlWVoM+
zw8EZ#DuR1f54!4MA0AON9w>Qi&7iC5u@@btPCU57_N>d?@Y@?fSA~y9+$F!Q5%F}B
z;r(I?QC9^vVl^hry0YJ14%k~UZ_#IK#eB_(8_m{<`)ffrU*C%2eYx8SU&d`pST)s<
zvy}{15p~66Cmn7?U63Wp0arET+RBD@Dag*p8{9*}$3ibqFGN~59pJX#D!+MlRE)X-
zfY7kTN@G3l&p3@mpY@=YhppPpr5Fx&3+Y-ixC0@i*W7C|WUOzMb1(U~%q3gdWF;D`
zL<7X^KYaf1$==Sxy<H+e{aU$}jP2JeVVjv+z)~!f^0_hrFDS6Dqgm0zX5-;j@9}Q`
z$zFe_QSFuTgy-AYOe2-9vCkL*2p?-^65V|If9*V`coO+sPj~xejM-=in~SolI;za)
zNxR$$r!(bpCvDawBgIraWHyw5-m|Ep)1+M1l*g8ITiqH(lT(IH9k!T?0k2P^aw+64
zr7Gj`I%u@f>YQq=Qm~F^<=1I_dQG0r9y`{SJz%!dOBk`)T}n0MNS9g#A`Aw;N3C(I
zG(n>&#s{gw5sCs(!b}#g-Vin#XoRe1bD)>w9$zDyDa0b>RKluOv*qHq+Nr2!1ZmUj
z0V#yQ%e#Oxc(z;3qn#awdK_Gg8ZG`djLqGx*88ttyrGKq#Z&asgQMMNPl;Le$yJhM
z|Knf(?XQ0GCI2hs3*Z0#_dopb!`*FuB{QA&){lPj)3+afRLB&ehoxf)wijV`HLE2u
zrIkXSxN3!*e670GYrlH=n26?^*H1tC@YQEOgpd0q>~l6MC8A#ehlA-PbIB4r6!l`Y
znB~#BK(=zB0F~zRa+Wk|G#L1UT1J}{fMKOrwCHtI2uTD2okBq)TQn5WDwUM`NQFX*
zgv2YWR-JZvX2xtZ_4`|C+M0Z%HoRK3TD-oFn<NnlDEh#?2gnm)!peZa<<L-EtERkq
zQ?RsvX)oIlEzi!Z!Q`5rS)5|%cXwreer9}Jw6e0kv`C13dSa3;Y?Ro-%rx;WHW^2U
zhDV3)lIgm2{pQ@{%<TR9qqm2UZRGIhXXZz5-?=w*XLR`9$eoeJ`Q^K}hbPC!W~U~=
zf3YDhT3H^ta+N6}hS<#H7~K1j+qduHXwhLka)&a<JJ+sH+`We_cKy<o^CwT;xp{kT
zdO;!-sWw(z29_3=-BvAi-D0YY=BKIJB^<IeJuX?DGf37r=c2e2YtyK&^@WM~`@<{r
z8{HY=q+BmV|L_0v|G0MH{P|<=UO4{Vl{2T$Ai&=H4$|w&877aXt}=5xhtqW#W<KTJ
z*I>F{ym0s06()}(S1*m<x;AqC%Gl72NkY7LZ_kh2U78qQo}3Ua%u|}_vgpMt3u@6?
zA>xbD6|T`!uj$lVBJQ9|Zzv=RZ(e=>?du=DdiwT*=WjlF^S$qX{KJo56Wx9F)h~a?
zfcby>SM@(Xz;DJ+;7|YMzx@8oKYZ}=!|fI?GR;!DSV$JAcdz9eyZy)g&VD+EW}>n&
z08z)NGdLX%vq>KgK)H9KT>Kt)JQj?{;ApX~NKQVG;EF@~D-eJlk2waE56Ym+VX+x?
zOy$^h^g9ebn<l_Yqs@XYsug04>N1gFAs&eN;8YuE`H4~`9A$z@AYTJbBIvRQ9ag7F
zOYL{u?;J=hpPf6$Uc)_enbk-vr_GF2#xakJB$Ps_a2?7k8jYj`X)%jVE?!?UX;pS3
zs4;qnWWZS+HXF7+?b+#gq*y5Avk8yG$TdG34USyBtlpIN8cjMIF}^a1F#DL5OuR@T
zrA5m$wGfY`BSF5hRW7jrl}pB9;3K_wz}Xm6T1zF%>bgH0qmMXKN7aBN?bdU#U@e#I
zH_P?>;I7(*=vF1UT}$<=iT!4#5_dM!zIHZHO*k_FV>#ifCEfWD%l@`{(z{g%_sj9E
zQoNlDG&8<#&fm>=cM8FsVyKr7>{lWO)fn&ea>3m~sGIU^<-$kJTs`W-)Y^l-g%MOu
zZf67ijK7_9H{z~l%!S3&OZr<;cQ+aA=c2IUn_<URI`{yqCmkXgg_tS0&DDS_=e88Q
zmb}ZDvgyh`M>*h5+Kp+uF>clr+?JBtR&d!`(Ev+mjTn_T#*|50a+r%wbJ1m~dYwqP
zdf1gVt8uHg3h}LCykAQ6^YMDvgR&}lEK!5H9&lCs_DaxR3-K8IcwhCfyX>_TJ;qkl
zRSP-WJk(^MlML3vctOZie<KmBCPKSy@EwJ2Im5qPCF&~#ojISSjl)(<6@#t}zM02@
zZiFUW4mr~fZN_bQdeDD-*xzoIXd-ClV)UL<$jGe{@d6rXr6XH~bf=KsX;cn+&F2sI
zkNTY#52$<FI@)SKf3Wv-f17vqT7xpwjNiq2#jD3hPY&3p=oLfWw8v3p0B_Xs`;-m1
zLRNi>a9}D{2znu~*OQS(Hqp$dO7So*SuGlg6L)txKvp5=8tK?Rsjzyf6voJMr0h)b
zblY$lQgM$)l_tC8ah51o4f$eDYrtek1-v1^5q7W-N}owzjMI{n_ULsm5Q?k<27Ucz
z)g+hrj9RN)Vpl5yW`l>W#C3sDylL1FTd1m8Uk|&S?NR|&Doc)TjmoW4X2QOh+i8-?
zV2aw6O1(&AS1GB|w##I6K7#OaskJVZ+NM%vzz^$mM7#o2a$BvHY>ImWF$&co<l<Qz
z1dA79C6ks|o^Lu0@Gh%b6L#Slxrl6$XmXh>R3$o%KwbP;&?zR1UT344+uv^PZMU~N
zm3lR^yWQ-z%Prt7Tg_IZyuY{m;^nJuyPJr_2sq$w6|>oNA_e09;e$snUc3a}@Z`~B
zzr%wu1;}F1qY(-1?(IcFp<J44T;cr>-u~qCpYHT~{Z4a-|2ImnUOuW8QmC(5F`G{%
z@VC>^@K%S_2ftzy(*^=z&}+3KqVy`IQKL3%G<0XMrl%5%RU4b)Whxg}4Jak0oJ(XW
z$G^NoCK8gYV1_6b2((hULL{cE5rVyRea)!VOV&k8Q!_fbVt#UJX>M+9aRF$d$6*#O
zF6b3<vsNu!S$0^>CZiFo{>;=Qm<R<B2Fd2)-0X&6U9hyaI7gOza&B^3xU@2TZ)_DV
z{meA#YjJLIeE81t{LKB)yKBqPRwvn2ygxEFd~0}fU9_>hOn!a<b|8v>m#)U!v-c-A
z*47th=O_8V(9qh-(l8^$>o-V?@i&6D3R3mX&`s)xChpxutxb+1#)g(=r|`ihN5_V)
zT;onIpS^VHESrxvxlg%Rtd^{p)k2e6oQZm-$A%ZCMmN_MHZkB9<`$+V4DwB-aD|0c
z8&~G#$+_{{M8y`S?k!D?VpXxI=+p`?pL+MyJKsWjT{?OE(#ezOP8=U>Q=U0}@#G0^
zSAnmxO-b<V;`yuRU{IXCb>YH2Fcep?zksq{y?yoaeSEn)x28vi=D&`9Elo`b=4R{$
z4G9~CaMh}kIkfUhD&{gf{8mQ@?3=|2`DCYa^z_k3-~0IUmyce5^7^A!kDmSdr(b;c
z{SV(hd-dhdfBk3m_03Q=--Ji`0HQ!$zu*4b|Mxe4{QK{H^n-oa+og7+*eIq7jbgo+
zsWxldN4rnjl@5irpiliyI=nEnY>fF}(a`W10D(g@Z#v;(2xvE#akBiLG-52`$)sXv
zFydG-UZx`qE4`_3024eJ^2CFr+3obB(IFdg+Y$kLHWsk!RB?C^Cd~j;=(IYG8ld++
zXscFZ$YqPTtah!!pp-<tHv3?n$Tp&t5v1MBCb@y!ty(4`j;2*gG;*nhnp(Zypi~fa
zU{{e6G^+`?pu(h8m{DH_oyTILcake=Hcjq61lKGUaHf;-OezjDs6n@VHaRss42H2?
zZ?F=T4hOnCU4!m=KAR4C!Y-E61Jzu1Zwq^{-YAtG9_;UL_iHqiXDPdk)vJ}#;Kd*k
z54qa#VnWVpHqtC-wi=~;EYh!6n#Ig^tI#3H)U9k)m`0^`!7MbhokF-AbM}gnTG~^~
z`YPFAG3o7<qODw@lMilJqWw~&lMl7?p-w5%&4-)mK$}Eaz=mKuY9@Effo9sdTZ@;%
z)?UVgD%;KnIw=nZ+IBvK*4oYm_RHa|jHe#AAJ!8)#c<hg2AtK3;Y5K+ccd(ePTbv1
zK`=1lo^?`za*)in4dGPwS#u6u!laBClu;8Nh$`nc*Mshy(^T?W8zE=SXYa)s8oD~E
zP{n7fdbwF^e#gM<^4RLM1B6{Ap95R09Cl{i#tJrC(Ai0VuJV-q)`H7a57JJE@nx+9
zteqH!o39b~WL<`^UY2#~yV+nR%!tj_i2I@zZO&(H=b{ZBVboI$yNeNTEgfZjt{8Hc
zg3hp6#mBP&2Q#~(-;uHFQ#NhdX>6tfF^e*0#tZV-8GTkWCEPIlJtoLLdxy1?c(BdV
zL^4<iIE!H~PFJsz@04@-kSA!-Rg&RyBK+iF`>@x-kj;bMwHh)$2g?-MujNq6ZOi(c
zy!9E>sIRooL4A9IC0~y{VmHwk0RWU&<*c7tYHKzC#sMOhE^N^=+fKPHko9W0RIgrb
z6tdM!s#PkK88Vg%`&<33Cci<nixy~g?>6dKLtS_m^)k_MsKxzWr_-o+n~lBgt;4;&
zZlkfgvpe9TKY#Z030XY;DNLXesK)BF8hJY6IU=#)qEIMTS2d_F{A@_*t1D(P>?5&7
zB`@a_6@rh0CR0Y|;e^|v7j5X)MMgZ0<z@ZG27^VTSfUeewknlUI%!oavyl*H(Tf*P
z4-R=|w08TQXHO0e8N?!)`W)q&^$MwYYGBQ<Poa-$<#M@rgY*FeRLZ9HGI_+qCZmaB
zuVmD})gi={t(4QHLcCH+R!gZ)3-wiMH3!>>C?d5?f|r$uhU1Y)JQ7n%2lr+-8LWCr
zh4g~}rrio=nZKw9QhmVp`u$fw|J5%OEDHsFJG(na50C2Hdo;vB3C>KjQQYn|4tBfU
zW(Dnsg5pzLP(aN<$ah;TY<Y7fQAwmqi4;zPOuVV!2c=Qb$q3)xq|$KH)48#}X40rY
zQUu%%IRR9?&SEmaIn*l^!lk7R!Rp59G6GB|m2a+X%3&RBN=*tC-PZV5j1Hm8%GL#X
znM5Oztjx|j%z7NQFe$!d5+_O|T$6}5$Vy3s0+~o`)KbT@K0Y=!es^?rZhm!Ue&*iT
zC@qbnWB5#<wBVagO^ky1ni#)7JTx+XcWh#e@crmKu`#wA@4)h!AeS{WHYQkH6pKXD
z_ovoYS&N)oTEsw`7`r#Nz{=#v$lZ~<{3*k?89ojJ^%}l@YjGgMhDLASzI6K1y<5Y;
zQO_Sge(Tb;;p?{%Z?pHuX71k=ugy6u%3RWG<}bWDzqUA~SFCF`SG3YK)#e)4U(xd1
z>fEG6usA<)j}fG7eQECg@a(-?^JBN>$8Q-Gt6{hL!pV1uesSm5&YS@YcKW?zgN4dV
zmoDLbojpq>9AL4l=g(X|dm0&b<NWzib_cFppz!hj?OSXIjNQ65ar+jK)!BQ)3*-0J
zW~bL?XT-}3uq73ub)96>XEg=v&Ri_*r#aMMB&-<sh5N1D#}D8B<VRnkzJB=e4}bXa
zXTSOB7jK`w{P@M|-~IZlKdY~Ag0A^yJjOr$>3{s=zyFVa^_RbI*LsB%o=mL}&$h{^
z=Bkxk{h<Hg!Op|5Hx#63!^N1+PSnc}<6dWUJF(lXtO{}s^w9(d;W<pjEsDz#^g8ln
zwmcS69Zc8_3Rz^Z1!?!#3=zMTFH47g7LD3%F%1}84s)6nNVho=^rYi~xZe?RnyK;`
zWa&Ll_|E}gL|#WS==9kz&CFhKTT${4Hr5r9Mw~_|<i*Z1>y==>3~H5@W20JyzCwv9
zH$?-*MMa!OPD-ETm~2C6H<<!Xt9W&BZ*QODY=-Ver<qX#^GAo>^7!EahzXi0podXn
zS<2-rL~)9_d?K2U4_+M0=&M|sSjcu4JWy%3L%rh`UsFg&3z_(KA4FoiUN1+&etrg-
zsK1tp7NXv4#M@>P>9J?R{$eV^II>^QwM)tU7L9?G{bp{vk~(Y`DhbbSBh#-$o4G(G
z8``R84_dk1T4Jjd*>9y98Q)eZx?4|n^MT!Je7nNRWUP@1Y!$=(qW@ttdf33m3AMAn
zYSh}zxVCcM?P9Q%_H>vnCOqA=rxCNY5{|9B4*}NAc($_Mt!yCgF{B-us6m>ssW6(5
zI!)$}`DioF*LwyU%x5dQO|<|Ub2{G1ISomxChO1@J(g;~QS!o=GNf%<1Xb2)tcKm)
zT#V^q+NNv9e2fe84nr+K{f()einjBq=SRDkOGV5y55ATOiAB7v=(nUDhJw$Mck9Yt
zQ%EDh^=d=_glg=Y0>4%gwW-S?TPa{K2J9)P5%raF84G?JURlv^4VhJbn%Nm0dMr5)
zwK&F%#}YQH<2FOy=LqOzF_SWEQUpy3)8=B*p-wy1R_PKkyh7Ypj`>n<GmcptO_&TO
zJZ85>QV6=b$Pc>_RC<wLY=<#u)}ZlnY+Lx9J|p!y>a5ohwdx8HFUzeVn+Y+-m=EtO
zOLx3U<50;FS_rT-Z~e|V2zqb^R!Vu?S-(5xFh(7Qq{r$ts{Ce6#Abx^n+J9m@*%GF
zwxM#?5H34AOsINn$?a^Rz<RrEL_U3dc(}i}zw_wv!^4A}Y9YPb@1nuFt>$ijYkRBL
zsFvd)O5yWVL4t*8)$5>tx4IqtqW!&{UB0?mwJGIhxrD9WYO%nrQK{JJk9IgLQi)9=
zYnHH*;yh0wtC$oUezVRZ+mtUXN@nNv!gaGmY*xtRf>qVp8j_5xGM&*jjg~s;WWXEt
zx*#$@y?gjz`{<ze_#tn*Jy64~a<^06>ehEy@7-nXAdHwnEEQSgY}O@$Rf|Rm^v`WI
z5K(AW^X+=R*QvH!Wx@bk98$WKcC*OX@xkFP-WR7Wn^Dth6qQmTT^k>L^cF{pLzY4!
zq<ka8@y~7rdc$sDy;`o8i%=?H%Tor{Aesp+xmKdXBIt1zaXU-NVm?-_@Rj*?v%<q8
zAYs+22gf($*5(E!vGAp_?<$1?$FYFNt5>OIM7C5)twhSMo@!Ifxl*#aVpOTAx{d~X
z3bBxHq&diAbGT{t(5a0Yl}W9__7N^EC^tj~nNqU8saI(vYislOCk68hRGaCPN~#_=
zS6B5gRX0Rr>G?QBvKVCANKB{ItqIn2G+k1YEkOrL#JFDzbE_Cx6BBDo%VNR$+T!Zm
z%-qc6^uqM4V1AIfnxC0kURu6)Z+vNKeRgUdmMRU8(_{CSXIVX*S(u*_3RW<_)|ZwU
zP%?8Qk1yU3PTq&Bdg~6-WpsRIYUaZEOM;aZyT!~z^42wAsucU215-aSJaY5mbwcl0
zV;4@o2X_AUm8+w7Zox}ko}XM@nxy&Hs1d6+g>vDtSuG0K6w=knjl~J(jH`3^QC~<*
zrjV<%6Oz>#`Ra^#VRB~V#=^wyse3mj@7-YQV|{7-^4a5Ly)GO-M&A&WurtSxoj&%R
zOJ`2qyg=6LJfq1=XHQ=^bqf9%lgE*(SFpdZ<anUq$nJsB7#^A@bv7{ybV4vawKg*&
z6|9<73Kd~snbeLGt1%4vMvW#PJT-~{Y~Dt({p#7rzxe#CH_zX`|MbnTKL6_HKl%dc
z_1#zR|N4tB|E#{g8Or9H@F@TJpa1iJ__zQ5-~H|1bQ{1X^R-+B+A3`CdcIQ06anCG
zcXnajV|=;4?ofj}!A`W*Vzb-8LYPQ&+066=A&1=guN#RVXeGnZOoYR=$!pX3T@*w*
z@yb{XgwGHs=V8&2u?NpJ&}n`r2T;37>9J}uiIC5UE2T{`f6yp^%;!^39FSN5@ZEHE
zhn+^hRqrsUoMr{vihMgHiZ~H6AE*a65lW3z4DZXRp?+7&IhtcNG%)zCR-J;pnb&5>
zfG4Az4CIB+sS>a4^r2VApha*gE~HuQ41@Ri;O#4#9Yu??8tDcvd5v-jLVga=L@G&p
zT(4e^2mRoztNFw(FLb$VyIQH|^XYIH7VB20`{Fs<?v+@W&T(d>c6LA0L2o|nNe1Z8
zjWkP{Rw>hEr6Ct@7Lx5!qFsvbHgY?)%u%PrU~#veezIL9;<MLCYy%+OuH-}3tzxua
zj<xf_oqDQ+(BiYz*j6dLTTg6PB8RQiUM-IL>Sl?JS#tqXzZlpqh1*$AH|yzf%lWqo
zp{;zNpYwJz?xO~YeX?ZUcGAg!vY%z<80@Bft%SFm@YVv>YRJ(}hq~EFI~}Y>T#WgO
z9&0t|;D+@2dK75RxlCxDcEX!?=@VvUgWOa$PI#}$QfDFAuNUgsSUDaj2HC>%lmgC5
z$dz@Os!=~pm)&x<osE`*pw!8PI~&PBIp!^dU3tWtA5CQl8C5JZrdThvX(A?tAMIq;
zWSn|@uu{-k@LLj2ebQ;nd#!$rocl@G^~E4UNE<dNa&F^5p1DkMtGX1l7XprmRiAVi
z(oVMdL{W#Xo(*Ort{nDk#Mf?=TeZC3u1^OXS&HE82Ag`*tCQ-4%k@;amI!1#<}}HF
zdas<u_&_h2azVFOuP}-QF}u-cP`WhIaw3rCuwXNWakt!L)C~cX)+7;ztp?r?+l{%f
zJL$D0+!k(p5Wq@4>SGrp>@>x^b{e$`aU`ETN2Z#x2D>R29fS$%`Ao!V!&c(Av0BVy
z)U=vNiDIo>M3U_v?9t26u2=Y-Ooj$e!dxuI?>snAxS+Hd@}EJ6t&~Zl%G%8aB{l5+
z`Rxn`dDvRhrYP!mmh%~Wvqq(0(<n_+NjaUu-BqqGc};q!UL#vxQVNztvy<|r1<}-m
zW>uhES~818hK+TDWCOFyLW*)jWL3z_GFn=ULHG}5{pQjl`1ek;_TY%8SL<+pYk#-9
z-EZz}x3;>C{oP)>Rb|ZA>(<io;NEuU>EokDHE&eQikS#c5OfpaDnNf;e%b+7z+*{9
z-SLn;8nk8-zG6NK#svy_CgCq+BI!h^QqKP`D{N49=5fh41XNlSsUxB{+hR_{A`UZ^
zj(U!Z$ylJ>EY+&HW}{FkXG_Hlfv$2PSt+NGUMxM=Yxz#QRxM`<1*tbT<U--5K!BIU
z1d!Eft6mfJk=9fbuM#dTDmOP-Q3T&gENWwI1s;S#1oy^(|Ax(FR4dg0Pd7wnwH6H~
z``QH4D-;T$P$67nmq$xsrCdYv(fZ<oPA-GwuUAswBidM5W{%00w|H$;Ba;LB0_<-y
z85tK!D1%mL3`!02O8JI(Qz#URHV|TKf>oVXtCA~~Ql&zsT3KACv~g{D8EC3jPNDXU
zV3~rTwbhl4nMt&ka6>4Wo0^*$hdnV#0)KISesOMjWr5q$^u+Yli<eniT$-C5zc(^5
zK0Y-%jy8i2HZpV@c!kU1n4O-vdF9&eE7$2*9J+Fu-225-r|({;LHqQX6Yqh2Sec(T
z=|KZ+IL-2YyV$GK&}0xUPOmSFnG^)Q){9YlA!?brdsVry)W`-z%Tr5JclFXG<@)T#
z+=Os`l5f<?RwaTtiC}hNV(9*z%lC&aGirqFdg1h`GsljfKY8NZi4!+3T)uPV`qc{;
zFOt3IVPCyY^lNPB_We6|kX~a$G!tDJy>(;q&d}o6T?qLk<OH)*>(i5xr3H&prIkoD
zn^LpJVAmShF>vU$w7vVyu81?-t!{tt^1HwI>2IDtd``#E?|%LJAARz}@4tEb$*b32
z{pyc@R$t!)UGvR&jDP#(FaP-;{^4(a|A$VklZ$28d1UjkS!%RO^+v9=)9N-#b(pJB
zAN~_Y6MNtKSTK-GM7?x-xU5dA#Yqn@Yv!Io5l=Cb1hq=HTGZ`^XCL$0Nb1KU!Dtvn
z*nmwzUk|A)n^EE9yze8i?@9BTU{*kk07&8E1vl(ZM?!9b@eU_NjbSfo5F6W(NUSI^
zb)U_ym2jnthh26PYziy)#^xheNT)&XGH85Ot=ppZ+2LAmLb>PsZc>VAex%6=wsit>
z5ZciJDaeGl+U>U~1|mAfB2_Md4`F4^3Q|2U5p3dUCF`%AKH~in4D(Vp912B4flj@g
zjz!UlTa8?+lG|!jYY>^h0`R(+P8HK>ra#$qiquE5n6G9t-FmfEDeU*)evtw5Z#T;%
zj@qSktC;GP(tCs4QE{(b>_d!i<@+@Iv<uxrXr~%|(8|0xXgutf_ZsxhBo7+tULlkZ
z+wu`xx5%2Lvz_*Am&5%^sF86WHj@v#>2BV?Ta9(|z6Xu?4xcKAQDwx#aK?ItU^V90
zuYysHKd8gYV!6-1n+t4b{5y;zA!vc^s%HA^X~uoMbm(!XjQT1^+`VkH8g#c}a15M8
z+!-<!J!T9m-p_k2CBM1sGv!>yZZU;rP|HNh2|tURmAJo}4AoNMl-rtiTMH3SCm-)*
z!?mcVkqVc>uB2U83OXuL4~|ocI}EuBA!iKvWCk$Bgw6!c$*-3uorWxB%nG4Rx`ufb
zGb%DJ19^Ksn08T!qw}cc1B=NI=s<-V#@EN0FuIL}pe<q7MlI@m(C*VKlg@#H3YnBC
zkFgy0FmNRC)raQOZT5T3gKaF9OtX;Ms^^iBrKq=@2*$wwYUMGz!K;;7r0cA0FvAX7
z2NEmlG{;;PK5LeVEb<MvPT@7E<MjFwWi;t*YN^|x!uv8xM1xF{Qbt@mhN57EYSUtQ
zxioT{M%u0A$wXxU6eq)^1>-P>H42AX9(G!+icODB6|-CHicP#)r%s)XN8m#xqqsWJ
zMzzvsldn<FghK>|OPORQ5=e*ql~g?Dv}Ne`(y5ZT##*IGCaGk|oL9Fx?PMg3LSv+8
z*c7Q(mu+eVo4nP0hBT)|r({7`G&2oz5_dNh@NCXc%a-O8%L~G(`x|ppyf2=eT%Q<M
zE-h*WtMbJ;+0wjTA~ew@A(L?E&`URUVzHazNS>sAPZuQV!S17n`wx!xjt(*8I$b1S
zy+Vd+yN3pA0W;m|(8%Ns;c3I+a*<o03!9v|gXI9$a6(=i=Pp7E4CD}Cg>=AU*D>{v
zhMZXzTXJ!z(1mQQ*TG5ag#2!rE&L=8G#FO0&DA9af(Dh6wQJBc%<|+LB1~@(6@`4V
zQ7`UpxA3^Cl|qvh%0jxBPjow#aw)mht087Np0S$8JP{3v3L@WSF=%W?En!sEhLAsk
zWT{c9a2WLDz9cBL^>zBb@xd&5rl$s~K&*N_6_6&C68Fra(GKoMujRp54F<VL<RUv~
zFqk#)p*KwsAU1KaWbFB2b^*&7%r|9ZB=qbbvLNX)o9#vubxSI_O0CeCm3rJZqf#wh
z7t6&`m&3g&maGW|n~ZdbTlEAiOje6^er66SwY;<<*<ig7M#c2P?9$RaDX~?hSiZU_
z932^*9-kN=zIXfPt@~s5x#5@*A>-pC#J#Rvy*qRZ6vaITj`zlIUcPpJWc2p+8`rN~
zzBhbFxVp-0kzPf5wC~)wa`V#pv&Y}Nb?E}{-?(~V_~vDduZg=iFQ57Lo$KeO$8V}P
z=BGz4i<hU|R&~gsD#tAOuyJMP&dTJFN;n&Es0bHoB!XJn+s?WK)1%p_qY$?X7w*rG
z-MN1L<mj!7@BPKUIDg_eTa8!FpM`^Q?)XU{{8SfRzi=6}J`eBu1uBPbal3u(#>B`y
z)Yrtw9m=@D<B#9ILGEj5Vr*r4eC|G=`x)W%gi5fi7OrW<Vgo-?wSj(Zt4hi1TG$iw
zSpwyFX{)wPf$cAT`sL%p=O2IY-T&wB{{FKMKmEZ6AAS1%o8Nu;$8W~#`kx==H{mD1
z&g1|4kN@y*|MlM=^w|%?uZb3ug<fN;Q|s1p<(<}6y-<q>Xv~g!EY6_AK~&z(LbTOn
zF=;5wcEM>32csUx0D%>PO&UyuL#aqC>hr^8Wl50WmJys|n8BmDm`h=2C3x4U3VAS~
z93<YOAxGG6je0E>tqgp9Dg?a3;~@TFGXiP|IrW*an*f;0Y=VOtc9}e8CC!g4UHaYT
zG$d=g*#^PYW_6nk28GmV)I(?0$%Fx?(P2{SWgAAN*s3R%Zv@HZBf4)fljvZfQYu{8
z!ab;!sdd9%Bi(_jj0S@k1>HtjE|{0DE|OJwu-C6-<HdBmR>*C)8>KW;(?B6Z%*RzJ
zrfCk!Cj$?5x<p;Jd+ohmt50hT!QX>DT(fSidO)nV-FS4k0~QQU(9u@opjYcRiicY*
z45CN7jVC+R=ZBp~d)<Rh^+~_+xZm8WCU@$IgJ$Z*UgIGY_fBpPD(P1Fppj~31NB^>
zk@f61lLYJ=X;0Lxtz~@Mm3XfhEXSzf^KVx|`?V;yN8RjxJ+)m;^-A%2+FMI`+I(d`
z2)yDME!DLIIsE-nbSv#SEX80)JZj{~dL2}fgO$UCA7iSS3_+P-;jtcpkxnIz3Gb^O
zakdifdc?tYWIOKJO8F}RTOnX)eur69PX@M&san{ZFljSRbDDiUk1b?Uqq4U0(X7*u
zcbkiTd(?udrApX!euIpWBJLJ`SJrFsXryU=&(sp9Qk-yt@iauO8vVwyYIP1V7Br|r
zMrGKlj@tEpeuc~$k4|n?Ng{TGLn-1LG0*}=C3hP&tI={Xn=bA&cy$WDK^?MaVvJ40
zF6=LGA5j;ZO`$G5F=Q1v080f4uf?U4sn-@zQxT`dXVw*ISzy9w()dhjvqG#`TP6?0
z$C)1H!|tF}M-t2|+u%PvdQ}8jrC0dOTBA(lF{zoX)5w5?Gs-ukE_1-FiaPZXr#|L1
zSoy2b@(}U0N?GdvIBqzMYJ!e_@OBbWz^eBe)vT--HrC`z^Hzn}ZKNkFPF%{a*A`QN
z+*9-hlA`n&^$Cib35PTFM<uK+;b`f_qJ)nzidw(9j#dm=2ffcBhlR*tqnIu5hgtP5
zoqEt(=&(wb=b;|7>*Yo{&upD2rcNs1xD;kfO}ysNtEm99=~NaaZ7f37+A0EU@y;#O
zmsTufjwM~1*NWCFY-?6ZM3wA1&7-3|j5yl!c$!y=nGOZ3sdzpO2QZw8$KrmkK_)?-
z!CUq_ZOA0ETFH!0zP?HikX5hZv}Mt2baE*tqk)O7ltL|Vn)t|ubbZ<H!eh6wnCy31
zg-i3;)Y(*mazKL`b4h^i!oFaf#KCKj#ga<{Zns7%v*~m?rGk=KKbxoQ4|!Zc5B9sc
zS*xVuQL?EpXR@g%k<|oE8-O0PTF#P`5ZMhz4s>*FV8XL=%|}plJiLI@Zc(e0A|Y`v
zv0xQ`4#t;K!YU#`EFF6UEGT*HcIt`-(NvX+T3VOMG#Fnx9d@&6u(QO*sLjqO6a2G5
ztuq^p*l0k#_&3zxBHE$&Sa84qpaJ4QeQ6-gLSVJBrQlGDIeV&f$OfHBwkb90j8tj!
z&fv>rptB^2Sc+BdwUzbN718n{v&r?bkqMNQaCHUB{qijIhxys5*}2Kd`*-gyFD%T>
z&TNQ)TWn5E%ub9=PTijwgZOph<`^30E`HJUb?B+LZeKie4gfy*FQBSdFI=KF==6yb
z7fD-PJj>vZDdg1H2+{iMm(PPAqfY4fxBst^TNlrt`u2?r$FH6J_W02G>3i32Up_TE
za`pW2Z(lfl?Dmzjmri}>{K<DNo%znao0nE6@80IFP99&I9o?88o4$LC#l|!5e*5&h
z-#&Zny^E**7hmGc+2hAfz5CwT<0k=pT^#@}uH3l5!13CR3)iomr;Pj72-Qf}ZrmRp
z8M%4m?#=7>Ze71We0zHI-rU&e{MbDKgpJ7w$>OX^D9~<h8WlWA%@(#uv>LX$$$ok*
z!9p~@)7<&|$6x*U2fsSpfBx04{_<C!|MGipKmFbZAAj`X#UH-<{WsxN{m+l_oADF)
zAAkB!|LGt9<A3^(|NQ*uQ7ROR`D58wcB=&ox<l-O2~sWJ%q7USghDP4R~`;}R-@TD
zSQa!`OlDHAypF_ub^@Y6Q>lO)gtcgeL&?B?_Y4wQPAmB?uSKtdZW?F$2({j#9c&u1
zDalr&P0I>;!fnh1s8{2UaI))-+wQPvD(OHj>`3})%Z2V`C9IVWGlH}ZAoBqL5iEJB
zupLaS&zp>d%4`O$!(>EgAqC<2c`e$YojxG`IHOsk9JC;LofK9k!V#|U()AVg&<mMN
zzuk$mp{Y@~%EeeX)a&&+jT$pc&F02qVz`YmFHfCXwU$Yy{N7SJ`}pW#v)X9X>KyHx
z)$GAeV+SDT)1$Auyra!ZZji?3^Gu71g$Fx3yIoXS_vIt-sM*6_<1s>uRr=?T_j<KQ
zd(DTv(rzt7(e_cV_I$7Xbg%QUUw_!IeEfX-=}r~w>Z`-<lkGah`xkV~q`kY1)Lt|3
zpqqQRRXFJ8_S)HAHF3}`>^I=3C%4Lx-CAs?0x&B2ut|Mk3NGt@Bik*8n_2%}jif!~
z3g1o%j2MusFboP<_XnkDJLWnlC-y7cl8u<RMoKLS$ul^BJjDEss4rtTB`iAl57n@<
z8go^{cE*%YPk}i=hbRSYtyFNkl&XY%om8|(zAH*v%$dS(wCbZKbv5dRW>!L{dCc{g
zKOb<$ZMwYAnrGDLF=o8BQk3+2EN0j9DKb}xC303Ft2ScQ#vKOj`r<%D8P#5lEared
zTgaw&sHEDB6=sDFwIpcPlCjT)oP0~nst+605sMxbm-JXdR-Kgrv_X|-aUkR<#XN<G
ztDcK?8^sbZU#A86<VCaL(>l#6;j%}Mm!;Be2yCj&klm2Mo(;JNK}4t7ZPWy8MypEd
z)XKj8-BansYc{paYtkZ_zE)pqr%vwF4m6>MbzP&%u92JM8_M-1;*Z&oBj#dyu5%mI
z9wzKTH?ekptHWRmbSk@6WmBtgy0n`@t6HYpTsKNLjIs@-a8-xPq?B6Jay{*(LV?$8
z<lEIE;7IEbS7_YPiq}mtF=muxan8#&ib|?pTb3@)FOA)kFVCx27gg&kK8uc!o11Ww
zNI*tQEflENmsRV_?6ah3y5}jaRa-U6RM-Q?G&bni3RZy4cx<xedHV0%2CZUgUcN8`
z47^%^k($zPZfMt6bz)JsR&wjq1j*cHy+*XQa(`63G|xgK15J%cAYPbZ9BGtFm4a32
z@*<h%4JLP@4TD^6fmR`rNcgNmI<R<{;mu61&djdQ&#lkT$XLCb7-w1p9AI^BN+MX^
zTwdT=2{V&yXR}rn;_uAPON8sp?9>twP-U0VU?zOUKyE{XedM-M_h_+0$#A<ZMxC1K
zF|~#u1eR3L={9LK1UoVR@UrCVYaA+_R+=Bp81E<|DEg2ki2f1!f-V^LbE>l|#bO49
z7*@zCvR-Db7F9+}3xP-H5g2Nl37U;7160szwHZxpbZR70FJ<2@5^Y?gtXvq~4wpnk
zBEk+$!l2i4IW=jGoKp#PsO3tHQtKM5dTW9%Z>?AfdAMK>`fz+MPb|dL+NM`&Sy}}Y
zCY4Cd29s!gL(U%LhE%XDl!_GuY*h-FVe-xO&6W8T@w&vQw@i#rqO2V@$J(k;CYE82
zv0^C_tmw6B_AlpV=kJeCvdehu+R)_q%;@ml>z6LxyLAg^X<>Zw>bZ+o&R@8G@zTAa
zTNC&0O^i;m)p+{Y@pGro(A<sn1q5SdeqnKHiYWfAo7VwdT%mjD(y6QGk6k-|;_R`%
zxOVp4v+w@PW8eB0S5Cio`Q*EoPanH^>Fn^;^XE>ybNwPajDwZNQ{Vdb>2H1K!ts-5
z!K<D)cK+CV=Z+scfBfBZ$KE^h?t3TSdH3>}vlmXDK7aD`xsxa1TF@p*PxlSf*Tt*6
zy?plK^@~>_V+=#UxN_z0&6}e`H(7hUKQuHsJUkCTV{~-(-o1tK`-0hdnLwaeUpFb#
zYKap2%c(ax^rm96O3=V%a2H~Q2mQmJ{pgoJ|LIph`|+=S^8L?$^249~;%C49#pgeN
zvUl(|zx%^C<8}SdkMf)F6Zq4g{`8Ok?mzs~Km5~v7c^!v>WgHf=}xWJsxlj?*NaWm
zS31NnF-RtaBb(bvZpx!o>7mhtd_gj(KqR;@g?v7eRxE(iAQTJX4lz<7hwmro6?9uz
zVDviCY-VWqFu|bNfCBTnE%A_*E$#&HFQbwx3#(PRNVr=m(VoawV=nGb1|7twSXzgM
zA9PxXZ)Ku`Kk@4rm??sn0-S=FiiHcE(P7lujA~r9D4I{Jh`4No#5UJf08Ie02)b<~
z`O$$f|DYgSx-Otx8{T8HTqCyz&vmccbei>bGS55P4x?^;aj93Y;9@=4+hgNkzuV2m
z;+c37q9&1hs6p*U<;jEX{eI)&L9bOSKRMd(w`=S(9`@SL9|0t2?)G}G9zCS2w~|e~
zd~^iW{N=;F_n$ue;Q5n-tuDguqZbdTZ>F&3@pkLsR-L!sef5~C$5%(a*GKI)k9#ln
zo39SHUO(u+I%vGwufKiNd$Lu0)Xlv-sH47~AJjj3wtd(s_N%GwO6;hae%#IPlp#tb
ziGJ-@!Vg=iXZ_-C1s{y)ev+VmCj+IybJ)mi1FxV#yA<!|Bm3nzCKzC`-BNsu`C!Cd
zivwQpx6*-H*j^9Y*^6Y<2)d!02((kd1A@@GI6yFN2s8F22P4QJG5#odtvavTVbJlm
zTGXF%nu*bn_-Z8l^|*)BRwd*>T;<rXaG6PjRKqS-6zj=QlysKUM8rMivGAYyAhSqM
z#I7e~#ZWTg0^q3w-9SMybIcUKGaf6}lUBIsXCmn|4X6(6%SnY4{xOJjt0e)0ijO4R
zR*zAIVO5Cw(`3V3#+b|CGsp`le~*=t^gQ!#jWppk$K7-pSR*cT#GwzEm53!|KO%?U
zqFlt63AwXj7SeUB--g%|3AixCaJtlDf%)rkA&@4`#wvywo4v@em5IB$O@Ysf`zkcZ
zL~*9$k~O<_({BTxVj56WJoaiilf%9BIGCYZwJOCLqR4^)Wl+c&La8?dC>h)^2b8+i
z1=-4iONTbo$k$d4atTmMvr-~ko6~LzMDtT}!IENqS-G}?yiu;Lie{(vVxeeeVsUJE
zb@HBYYJ6j6N<2TU-B?9&*`RAKE)eum3YJk;>h%?!XkEIns97JlZOWAe)yk4pF4b*{
z47{ALEJ~La%yOAzetu(m(x#AvSz?ih2c#z9ie9v?-w<im_{OEpg?V~z>`H}ZU7#a~
zu9Qm_XQYcW+#!P=m2jO8;;j*NM(XfZvnf`KgtFyj*~*exAw_UX1WPjEs(5)3-L=VI
znTNN!ESQ<xfEKkpZzJ5awoJ`E9@N3^9^z_adC_S$5bHu(X=Gw5#!M=PeHs8_I8Ja)
z0lK2TV9o$}W_b{LmD6hV*z9mnO=``6MZ=7e0iVU}!_{{Ygb1UK*vbKz!`fpi0$VjX
z_<D*1yevm@u_Cj8+){Iga<PccH6$6)dUhLqP6sEpbS#Nfvs*0uQJC>;SaLn|y1?=<
zS4gnx4QB)Nw9Ah1Wy_~i9tRj7qmwT;T8(O*)5iLc4YQE(fzRoSgkpGH5IK-=Sa}|Y
zCzs|B8ChEqD3w}`S|{0n5GG<MsaNxOHEOj1i*!@OM$yvR(u!biQ7Rk&T^D9&7w6{7
z<r)*lm8G>!5mw?V;jU52wZ|uJ-K10K${j$eS8iOpbai}WWPbAg@b&A^=`Wl<jY_(G
z?fUfC`0V7w<k&cSkyp-LAmx7P%-L&~E}c1f;_jV0=TDuvc;@`cV<)d)yD{i68oPP>
z%E{rYXKtXA-uai;&z*oBf%>|5>fNEspdpT5K6T<Q#Xy(OF<ZQP`q;U5-Z}Xf-#+uL
zcTaxnopZ;Iop}cVHb8iteCJ!&PM_g+_SlKD$Io0kO@H@=vnNhoWbAnE;x%O9Ky+QX
zc^SCGjjQJ_4_&@GeEk}&Mq@W`&<@GliJ_qh9KZXc^P@<wvH9`wrK#Dqxkbq;I}wn_
z^j4kOZMFsNu0$~7xA|>q11HEQdyl{T`Io=`;`blD{uJ2P@4o!)kAL*DFMs*f`%ho~
z;ma?-39ssZevIFYpTHmg`1gPJ*MI+?|LMPc@bZ&%Gy`)h8%cL7>?d{F)lQ3B8H9Nx
z8;KGYb<u=nap|>mGP>bO(9g&@&ce2c%LSS~67mP>l?xFu@sLqTC!#LC+GfnBLg^UD
zEPo^bCJU}tkdPSuy$33(L!XNJviz}5dnV{l`UaS<MuBd`VAx}0ix8eFAr_ZG=eN+A
z3)|2@=NXi+fSsyG3$d<%)07B%vq_@HUiR4&)WzBLM93h3v0%sx1*1le`@Bx_hnRG7
z?6m~Vly<v9yv~D!zF0`5vhg^>#C$q~zn{$}4-faOdL0NIcKl&wQv}y8gNXo_-8kF_
zF43mL@xfl_=}{ljRIgD2!`Ev!-@JTrxZ8bpxczXu({I-g_jk5h4dB@yzyIv%Ayv4o
z$NM`^54KTipS*tl{K3Ji$A^2(GSz`^pBz2i>rxB&WVid~(E+H>7yF%0p6!3|sQ=Nk
z{r8V{;HN+86=>Q1;9>X8L4$JbmwUB0$g`vNvz^+5PT{Cs_~>!(*;e@nuOB?$sqonc
zt@OiI;?;KH*;e6UD}7K;fX6?mXZC8zNA3J!Ed{}~m!;XTbWqFeBh1RN-E!h_tGJVc
zn;IxbT-Ai1U4TXm6qp|(1mcQD9wK4w6aoIkpjZcPMk(8Zfgkrb6JDegY*HAZRqQX)
zQ|v;9NYn?50Ve=eXb;7pJ!VmnCG#4T^-R2x43phrIWbGfht2{v7G2gFxDo^#R*cOU
zwdvhjDb7_n>dl873Af3n+{A=MCKaMSa%D=vJZ3}`d(C6@fhe))2W$tgE$%k?jjT5+
z`TBra7cgu1Amcx;Nj;b<+VrHbYS|cfLh_p-X27Iy8zk6YsHuR>6sCN^XNh~Q&_$>n
zVG8ND=y_!&>&5CKrVutRvplAXA*aR7tD{CqpF)VqqfWuF4|(QhSSDFlidMwSGcJ>w
zg$svH?zb^RXXs|=HjCuUc!KqMH8vCp&$FY!UND-(Z89>9V;2~@lwy4a-jhitGRwuf
zO`%;S(+F4PYb#pGhElW!!pq7)a8t0cG=oYpNW?}U2upJSBsD^TW_^|Lyku!sD_Uh7
zsTB$~=cboOM-W=5G9BVaw9X_^MTl#8QL;3T{y{{k1S_(|S=qv@X<%xtk^9oD@$F)Z
zOsWzHqzenW4WZv`*qB38&8q}UT9Lpg5xdkHgNX5~IY@$RQ>+#9fSFW^kd8Vr`Fx>v
zW8J0Km=$u3SPW!_<T;sV1ICSDg}jYHvT0Q*j8chRqxM^|p``rnq-!e%*``LkuHIOm
z8M&hrtbn-MSeVgE#Y`#_5e#&<Y)wegOufkja1c|6^FS|#S%cytRi%NU;l~|k#%DGW
zn78P)>_;cVVHRO9#1bLSdoEUWP)!s%<97u;UZ2O?syESK28|l#7<@uxRXznmCXr8P
z(+p0XZVD)Oy3}vRI(5*t82^I;+ytGKPB+&;FN@*)v1V(rSS%IG1)}}A0^De?3*w<C
zpUuZ3(L^j-$gx9F^}9X5V5y$;QsLzGhTQO_@j+Qo!l8Ez&alCF$Qw~f6>6Ch&<-n{
zcB9o{amIoXWS-STc29#;(?ZIXsZ2VfXk9E3GZtO~zJb=FoJb-NidM+(0bgBSo}XV@
zSR$Lo2{Mz;vHZ9+Px;~K)b#ZIF~DDw<9F}gyn5}{wHwzcPdtBa=sM*=Lrc@huq&fO
zcSdgBzI$h62uXIC%oX6%V`q*Zr_%A_sdJ}~QN?%$f9&$Pi&Sh+f%cjlx_17(+t<#}
z#(ny|e|7#iu=;ObIe+ZpiSJxI@h&|<cOcSVx-fkC{Mq;3xpn^R)e|Q!ym$Qcx4(1z
zFaF}(d&jt4IDX>Tzxs>Q-+AZe*>l6>>Q9`&-MV%0#+mm{pFMsGQ|`uvOIOcaxO)E5
zwF{T{&+BI|+`MpQ=<>BekvH8**RI~aa_Roi&Dpyn3wQ4^F<-hrx_EzdX>xMz{^auX
zylf3lh*l@ldMIf(SlxPa(BTi*yf&4#o~=LLfAQO2{o%L2{_BVP&%gWO_y6_}fA#r~
zfA-a{fBW{uo4@<(zy4;tuK)Q_eiMEIzxmm3{^s|8`)~jCzx(9P_Yby?;sK6(xqfrI
zSL=1kt$Lx+qKYt;iv@zoP=KqMjjA$}$zykrNM)}P8RfLv*?c5A3uA&>p*XLPK__Q=
zSk2LJh=N28jj;f!DrYs9;KeK9x5a~wNXQondO}33{q}r1PQnBv5p_a?)*+|CVN?*q
z$i~C@M1+M$28av*e8hNInRHk($w)fFCX^fEJ)s$_Fxs*?Pokz0eiw)&51;_QgU6s#
zsaUILo)UE9HaOU+WECpphMKQaZ;G52eL5M%$m+M+`E>qZXFuZimP>i|`iYD1M6PD@
z<a6tlO0&w#b>ijo7YDn$dt2>JCEu-NAMLiEGZsAPzI;4zy&eq`#@)w<+lT%3R<ru%
z^(&O?UcdF^aQoTe?hnDB)9JgnwcqbN+201;`FL;pHQdgf_S4<=lfBM^o%Z9M&ThT@
z>f!#UZ=Zeo`q8U{?%T(EZ;txkd;Z|f!>y;=RgAA^3?(1;-#=)6`mF!<LG#6K{XsiN
z{m|P7omab!?>^uA=yB(1zx4J|_faeLyqA5kReVm><8B?H^}Ju91@dvba8yn1mEw<D
z#Y58msIPi@x0>h|B9EH6{Zg_WCmt4~fx1l}V%XJA2AXkVV9t8PT?sksQ5Gj-J7wAf
zebtD+3a)`+A}TBFr{A!ZPUKwH@*tdVf*a4kk)1?HVqfo3hLbLHG2)3iv8SB%R1|ND
zNh0&asLeo#3uHvvZAs#k+RP-_2lGcXm5C-nWprS2dhBXRCg8wF%0;|P37s05->gN9
z(JX+A#jppe0}g5?=!&~c%#t%cr$?tmUonpKkc5Y<1qK!bgx`^mc-gWbR9^@>azUF-
zCGwdVWUDcn>>35*Ig;}@W(?G<@=dp%z_7(<(OWfgj4x=JkWVnm*zy2(j(HYvnyqRn
zku7#Xu&wm+O$-z!TLiic@(u0gx?U;@IoU%DBqE+2AfkIcpj>PM_Bu6Mvg_pnrVSXn
zfWr!plolI6od&toD3dVOw5#Rp7#gITq^;x#B*Btix}lSZxLcKQg_)zBVHM2{G`XxX
zNnBwkQARXNC;(6epw*{U>4XC1^1Nhz)~!`Bnp7+=n#3aB8pWc)r@js$<5?NRBK^j|
z%QA>Jte8}yH3zwIpu{Q#v{l8*G7gwlBvP-T#OBOWu}e$0qgu5pK&si5GLuYdRWa5S
zBD7r8+lbZ}(ek6C@)<mZW&;yX&EH5V5~02vT8&XIa~oMVV~ne|$Yo)tgX|{~lp7ca
zx+-MrtLz?1mdQvnSCuewRf^UTQG;=wR0b;mY7MJ}5kFl&<g!dQgPx~0!#s>E3@eU`
zob$X;Qn}X9WnnVoYjG9}xZL$prI^hzOw4C87~t4e)N?dzltLDGvX}GuR+T-RY^z#h
zAQ<w6YK0OeIq;cMt^hf|SuT|Uvc?kZPe+0w&YQ_-4D+9sgKB{l=?W??4Y9);EEQP9
zNyVb^Xo$t5FaoSrE>%lKt|#R}Im~ua5JgA|)fVy)Mhz0^VlYa}He%0hvD=I`W{7r+
zgF`OdXdRn+3VMOm9?AzKQk_P(v9am(`AWs2K?A;24sl1eAr}dRa9LTPoSmLsT@-K|
z85$A`h3l)UYpZMHqZ30nZ&LwjG3#l-9v&Lvv*UM$hpt_{dF9HTn?pqL=?S`bd+7F!
zYYUU((_?q9oWFeQ@{LR9F5LP5*?SM}I1}_b^Iv$^vNWN)89?NmNrD73o6Vd_5II!N
zIp>^nL={3I10)za&WuLV%t#Y7lE+@Jb-c%3+0yZ!*nNun6@5;hso?>ufkJh4)%U&M
zeeZql*!WOy?{HuL*zm|eUmpR<z77cU159G)hWaTRIuDOxsDH5Q%*C<3FRs)1)6sk8
z)VaP6mXBA?_xHD*>~Cus=|Ri-Y`ClKY+u)4`<Wj4gHEG&on*<_EEPJ_+V<JWj+3Wa
zKl`lxGeoe~k&d>mQzr&H=@shlZ0YRl=z(`J*wr)G-Pd%W^$(2o^o@7*j`#Fm8a;bu
z?Cj*w&<)UJ<6~Fo7Qb-*_T<HfS1*5@z9#QoyMFKbttWRLt;{Sh&+zdC?v3gwQ;X%)
zk7|W->D+S6O)zTrH-G*6fB4;>_8P|@j=%ZGKm5aA{o-%__}f3!N_7m<--omM56|)Y
z@e2IuZ~yei-~HonfAw4J-UnNU5pUSj+&pFgOXs5Ls3!t(hfq5_LzAZ2i!H<8u{fiW
z$&`3eg+jYg$6!O&$wN612nc%4^l}b)_*=2xQ-SDrx;V42ZNc0HNV*BJx1mreec&mK
zO1*s1q*%dRq87uEShN_GEG+$8^I;6rtKDX!U8^!H1PBp0mOVzLA6BOyIt1}@tYvB_
z$^cp|TruJh7Oyx>M$TV4g-owj(U{h}HTm0OQv5{w`ID|jS{-L!y}<X&(aNGz(IFD@
za+pnW9JcCprA)F~E+=9!78W#WG|7%07d(oMwc19lLR(y|y6ST}0D2#RT`FYPOBww1
zM~&4tTlIRWSOv))@fXwaYBtSo5mR>}8d$5AGST4HYN=7mWuyL`&5gJF2RpUe@!rmU
zqrSIM*{S9CH%sph8@R%Ds)e_Qd%yho*GC)G*XxztN@jmGb5zfNxw}S@&~YRG^+El^
zPW5;r|J6?Epc;FF<W-Kbb9`M(9j>O|HcAJT*g++Jv_|!Id?yz;swUoT(zqS3(l?X}
zY^Fndr4*IiyQO3!$9JaQt`!>D@EX;SY1)Vauu=nhWi94QSX6ZMP<>eNSXn71Y&vRs
zLV88UZOeI`S+_OJ1ZAe5$O?iUB36zLW2&PxihxEDGpOQ(BGqD_RvtFOtWfZ1L4(RB
z6WUc`he~1*uNXzk`FM!GV(1E)HDOMxOS4Y7z{tu^C1G}g6k%e3nV-gS9&#7~bcCHI
z4E9FZ3Zg1v3zl;1?oPdo4o!`i`D%gls1LZS!vKF3^j5@X#Pc6CX{aJ1R*9p`p%lYS
zWgRJa@q{d-Swex1uxTXIh|RKPw^qiFQ=H6BQzu#?&|z0AU=)d`U)nk02^N{{VXx5X
zX=bUtvLKnCCSYjODh0DI@nvxjQyD9AG%<~65qgzTg?H=;|H!IVkh|wCN*g^e_zXE%
zuLHgT(1V$mPd_Ghmr;B8aH+)tt~d;G$^5e?!Ws6Dk6AA<z(6P>7tbP6_=+25u*Zxd
zc%mMEeq-_3!^Ia*HDb}TFK*$vdX7=*^Xo`nYzCK~JzjeJVE*CV>3dB@OW4%G9xzXe
zUje#*2E2=j>-p_lj9apqY0*^ke&O`AYI#XI{c7RSL(wblfxr4pIQ4wx#d9?b<0p@q
zg#<5O8pWcI{}n_pZr@QaElv}MgsU*apg0Bo3$c3X<+GRfZ_h&%Uziim&$DV2&(A29
z7vQYwrLv`|m$F3?$}*EmAzhdk&CHtAD!p9Forq%u2AP_s0m9GE%a)cvxHqR$@;l8G
z;j+(e7ebq#n^B9!)Sn?bQ5uV7e)jnz9AX+7Z5ncn?q;14j0|C!pvR48ld;F|c6#h~
z(79oM5L9gje13ugq5yC;hB1g?^l`@{v2wnYO;XKdNk$@CrN-~}6;dQ-Twy;=Y{5i0
z%&e77qyrvbF3q1%-;~T)v4Ec<HmB85FRvD|1&0|TEFn!(zz2KA&V<J9GT`>c0s)<h
z<D?}?8>-Do1i|eft7LOoxLC9+rPQ~XaPK=vjVqM(wT)ah|K!nAL^g>?B7k49h`B<{
zw+R-PEoO_Jf^v9gYUSe0?4x@RSwud0_;}{U)ZFy!t?QpZfBNj<y+`v?b9cYEbNBY$
zCyyT^h!KIjcIC#y`wuQoOiWHpUYWd#(d**5^XJCK`18^PxyMT*{X>u(hWh$3fH9Jd
z4vvfsjt%zq4E6O+o@b`&r}A-}F758_zRoV<hi#`@y4u<>;S-p=GBF08Ym6bO^|S6X
zCp%7ja=x!~qQB$(VDp}l?zVHo0~c9xcD0Rkwhck8Z)rjJ!syl8+A`YL)78>)@~1y-
zJ$a)2#Aj`ve%jk|X1uqXnxT$UXS!NChq{NlTif}itQv=V2e5&S_4S|c?Yq#^cd>8a
z;=st{(AcG+k<ZVcn;ag#etzQf3m5NQxq4@E^8WQJXkT})UVCukix>Bw%|4r5m|Bnv
z*(u{OR)IN@%`GSwMdF#|pw-u?Z2ji1e)Gq_`}>`Z!{ehb|MZXl>5sqrBllEtwg38G
z|LgbTy#B+p{64$_R;%@wzxdnV|K<;?xpKr4t`*j>dnLoE=2#I*q{B(rU&!O}Fn(%1
zOa>jT)|4@z12hi;z*n2`C9P5hS(K~}M-Wz!9B%Y#<S&QI%sd6kp7Lw*JM%`hm`D@|
zN0$YtHNB9_2IUGnMA9Z!9T{^9wN)W-@i@DHlLL4aFC%fdO%T1L2H8s7%h+SJXeBbi
zf*F^YWQDd?!ew@~+@(`v&f(lA5iGMuU<)Z;p)GEaaubtEP8T+YA3QnEk5eLx9<Ef`
z-~gq}B%_$qICx^UXUYN?UdT83mM)6{JaRFUSuN&wH=uXt8k>w%Nv@h<R~FLA^-5)<
zwt9TX09D1DUrxs|u}H+v64eBSwUPtDnyphzQw4eyV-hPS<D2DtITfv!a+|gKR;|Xv
ze)V>51At^PS<Objdw=lr4~L~>cz2`rv#;JZ%ISAI_4Qoj{dRf3lH9Lmwo3E^hTrd2
zx5|lcj<&W-@uSt$!D`~Gz3N8ByITx@y<dN`QP?d;4yuXcMq#HMJ6KJ<Yn1r$y;6KD
z7k;~5+%2VE*Yi8M$WDPD&m5E!ySYduU|Wy6c5|V1a9#2hj|K;qtwILhZCZ_ZsA7zn
zbi^3T0edBAPdiOHuOq0HM-A$NyV;kW^IFRBAb>2qUhZZowkBiM!zhUulo_WP;HpO<
zbV-*&IKfO>pHAg7s11Szh@&aL+r~%?AKpk`p~#~Klq&TSWra9_+NppnAva5rJ>@33
zC}`7J6x1|J5s~0o86;vew3DSd-WY83>{=yTKLgPZwag$|V4|}~mU#ruXF36mgbRw<
z=N`4#LQHaH2Esg}9gZ?Q@Ft=e;>DQL#MUxIrxZpnR+%bs#AVfpmW{ln^%@7OBhm8w
z^Cx!vgbS~l!<9t9`43B&Mzq4O2BM`D!V6lFF3if87kKmGlja^A(oHT3iCqEQr&mTr
z(;-Pz)@?U=Y-UdUq!-D-iI*06G>lJpfR?9TfP@0Kh5myxYU<%Vwr{NGL^IQ9N>l|g
z3SyXldH*gZ`Dgd;^2L+Sug^YvOf>J=oi85Uygv8f9+(K$f-mpfntOPE>B$4~y#(zS
zXcvN|@az!*MhVM7P+c>xRErC=H?mt?diGQ_H6?5gMGHm%y+A_0In*+Vbb5xSA+1P=
zs3pOQ2IFgP4v~s2r%eHGRw!Fo;1w`RB^nqD3-cJg6bthP4C*o&%fu!SZ1$Dl<#WmG
zEOsxQ95ju<=dk0;GRWm2D0_N?Vnv9dl)Zn{A9NZ`6ctGqmnmxnhouk*k;2$B3g@P$
zo;*@ZMJlOK!k%zyS}P}E-K-vSn#_zza*31{BLJsQZeN>w@z`$CDOQ?28p!a;XdKss
z(_+Ja1yt5%<nx|lWXh#7v0%86#vqXJI33(WJvT5_sJ69gJraW60TkaF@rQVXQm#-;
zXE1<qIZ1fa>vZ9;$R_Febi$j-#G8jltgK##lbv8Xk&du)^!P%4e>gxTl-Xgi<Ce$n
zs!>w&VYM5~>>Rx=S3Z}IMdEt3p3Q>K;hvwGwV51tD>2rlPi$pjg?6D>Jg(Pjn|?Em
zX71&bXlWUV4-rqV(Wes$v(czhYDg3<!3vw16N@C%Fs$(1&CWl21l{Wvq_L-uA3uHc
zgdF13D_W19e{u8Xt*h4-rV&u@O-@{#oVaxD^3Bh0+`4|{>cz7YmoGpn9T{MSH#|=4
zaj1WwzpG~eqG^BsP+#BqQ4kZO=SIhe`Ud;EdwM%Mdpo*&+q+s%p8Vv;Kkfy(H8?Oa
zK62~og|h?QpZ)01PJQwhEua3RzwLC#N$gv#gPmsvV0C@^6MXd}-5o=nZCximW%TMl
z)7E|JOxvfQb)Pyp($UG<vE`Fb&wTo6U+bB!Q>TVHJI8u^#(I0ZTiSbCyE{*}ceGIQ
z*fY|D!q$rdHqzZQ(bIRSw{Nnif1+pTZ13O&h_AyVmqvzheBGJ6%=C5l@};M@Kfl{l
zz^>oDa_!mOM^EoP{doS7;Ulo<3|yhhW<bgag|8O;R^M8=@ppgo+u#1`cV8WU^^0%+
z@>jq7^;T_Xr@jNC=AZuWfBHV0)qi-7-;Y;->Fe#ApZ)!B|FoK~`R#t{2OHJhe4<#%
zR<kHz5$d*+9xDlVAY3|^#VQv!$vhBKO&X0(tutv2&7y4%oZQb*Ln^>g?{fliuyM2L
zb=V-#xJ+uX&7i=M#l!`S%chsv^a^b7_`NJzX$GnV{YDPG%cL-HiquKrUfKXeh?dO?
zF>4)G3#e6E8An}(L92}T>0Kmzw#3;I`!r@&0P^JbmBhtC@igHQGN}8&@ZskmCU`J`
z<HQ9&zOsP$hX3DT)$`4WciY?RJO|EP$PmCMeH<0DIojU>4)d+abHz*wEK(V!eIl|}
zD<s0cc#s8UF%}Fkj+S$o{q0R|rCfS#wX$BTG}czj`9z~uz;#dZ5uVukYH@pQb)!-O
zUV*E>n2c6)$!achu)VQS&DV0tw|krG<y0!<tmWg|t67qdYsK{O?#9t(g{Whrgwwuo
zu$nzuFK$;eM~(8^-C8N(|FFNcU(3C&XO7o0Tlo;quH9mEZ#CU0Vgn0)bF^{1Robb<
z(aqj9%6sJmo65aX6s2n?AFG6H8wqbC<uCfITbb}?!oQt~9<62>y$V6_t-h4YhO=um
z;?B8DWxu153L}5zQEcqGYQTyO45vK=u&l$>tk`xKwgB?R0vQh?n2ADds)h0nW6oiu
zAd&$L8d%0*pd&ks&s>KrrnVEl)5)VYL)fGXP^;%OujOe&5}SkzKv}VtHJcd?Dvw%f
z#VyZHnKzqMkaC-oE)zrx%vUD4Bxo^Gr>I<-<;U^i2XXi_*O|0Iivi|55lF@`k3nUT
zGo%T1OS3lYUa}SaG8KpSFz~}lbt=VCy8(+n&M~(}idN>*Dh-VE%=|Ke6Wl8$rotuU
z8of-clL&ND0kzExU~^9&S=35}0J^(?Sf4>6BoD~9F|8>9e*u&eLv5WUOUPc*s#6-3
zGH@tlJ;V#MyfewAguG64T@`c`tVBkpzgaC8GYiv%cA*?-Bx0l+`SOxhEJ6^&dH(AD
zJ;5tRpxKX8&`T*>!dFx50jD25z+p8Hyy)eNCwFg=J;PDYz{4_;nUi8i;ftqCU$5@m
z#5}JT302fM5`KH}RLW`(b?fP4tXwP4o+@VNlmr09A{Ba+NPz4D_nU9FD3lJ33N=hC
zk~p+F$Vhq-=lEB41=ZUMjZnn8Fle{C3?>sT5p%OT6eoqk!-8*V9<Ugr8dDr(42^J^
z?ul41gy$SF+^W;LE!fI+DiNP<wTA<R&gik&-AzifBjoZfzL<svpcDuRBZvr%E-lcO
zn2d%C`D}fymd$3l0#b>E@VW}wY*V#1n8Ln*$7VtPV!6nU*s0TIqtRqIYS9|m24bgo
z*=#(4a=y5^z8>)UJa$(x3pOpWR;vO}%cU~_|Jf~OGmv8AnPfVf%;nShbS%LIS2<T;
zR~Yp9V&O<Mgop+!EE@KCeRfwY5JB%kOrsOl=X3|WC~0|UuYR}N<8XPM;5gz8V8Cu8
zVb+~~o)Ulc+ELPi2wxa0nA}KVli@}I1Kwk^fu?4eKtZlrB~#73n8txGoF^jyl6HnL
zw@yx|oczZM64~_BG~Xs(A@)5t18{YQqo4TY;}<WVF^El3&He1zqeqV(KcR;5<tsY3
zFHc^&fBP<&4v49jFH*mK?c&6x$#WBg1SfHJot+pO7&$j`c8Emb;2@RU!vlQV<jBC_
z_|WL+;1FZjU@u>fwYRj64q$g5W<2X|ZEHDkvZn(IeJd--iLt@%md`p{PV{!1>25vs
z*^mAMDpu>KpJJgO>TVxq?rLv8+ub?V-QM=uCz!j=Fl&ACS?edC4!5-px3*9A51sGr
z?>XHv(AEmyzPA-yeplD&Gh=;2T`lc{-RNBmV?$^AhKIZR&kqdq&6oNHn$uVBz(n8B
z#K7>x;LzmA$meIr@0>q(?Hv8ummgfe_Tc)}2iLDZ0PlbG=F5k)ZNeY|>@CqN4OXo|
zFOdje%!psjFY{^}Y}NegZ~yim{`mVpy?_1XU;XTFe*V>8?QguvMQCiu{`dd(-@hN{
z^&g()_u&;_`r6t0@VCGI$9ieQ2lw6L&V)0^dv7-?>r7wGu8&aCZNdD`G}OeJV(-L7
z0sfRN<VQCG*J8_L34t<$%OQWr*HjTT{R~ZfmIk920d|@k8FIki=#)bF$}~zBvXvS1
zw^rh|s$<a6lgL^IKUcy!In--big--fF|jVxkYAje(Q7p(on9wb<JKTk>9pvbRx=Hf
zq#zTp%Ylj;)XkDyqL^x)9u!KtCFOQb#0r@~4(3aM*^4ZsUM7&Q%mEP7DMYY?IAq%m
z40RH+kojbS!zPZ8y{$$j<hyZx1Y+vf#|Lh!ty0Jb-M0O$_2d1<TDfqzy~_?F6A!Id
zOM5$;o2$j6-7V^c*6Wqs&FV%ey<0DDuT|@nLcN@Sz1!GcWAX~GtrqqhwY74tUd(>`
z<?HW095S~ZtgmjAGH^b3YX$VK-CDj;&Kz#6etW$CX1j8@Sy;<Oj@C=>ch|l;-2B<Q
z{hexNzh3xou<`TbZN{qiTjj6!Ynz$CMmmT|?9FER!%mI;Bi{R+QuNJw;jo(8uf*Or
ziu<MbW;)1sHnPFBgm*pRuZCTfkYhdW+sekbiplL#Vlx|Q<P&5SD`EPzjcJ=MV>48P
z?uyS=_F79GW8SIT%S94czucCT-4L^CbACrY=xQ48?FQ~FP@-hhr!4A>O`EoA(Yw4#
zTDc_@KE`w^Zeca0kQ(6mG-#4F4QQlEr=bG6)@uey!SBucY$3LXMs>`jfmz{EHrJFc
zr6}IyU})gm1FnzT4D5R}D|3FMI^(m3%!-r;G`%q!pt3xWblWU4R4;kRqGOpDGHXRI
z9_d$RJz9xbvWUT*S<9o50&C?Ld6B%#y0BTxu;<aroeB~El&P%gNfR!D{37CKRY}oJ
z;=B)35?~R`er^NpLcmTD<s@3PHL1|1RycJk1Nxg>te1(JBGv3GMh-9$5VWYNqGl0h
zSJ>wapbRVI80@LgQVP(}R#3^f7T^aFiUF#Vx7A9-cCE(3=ZFj(j`TSwXLM?dP@kA{
zFssv}P3?8l7&bSnBK`L4DbNNmUxKM;Sfn7(suyS2<Z4$I<a4j4?%d)FGb?x|D?)J$
zMIxj{nS!e5nQ0zJCluLKDpV}-%#2Ac(~222MP|8NO%p4)s^t~0+2%1>9H=tOOY-@7
zr&{APn*1h{*JL!w<@_V7hO%!3dqa~_<+Yg6!BFZfN~Kk$gpUC{pI0msjl}#u`O1n-
zqecAo+ik>i7{=0|PrcMZXdNbWFo%hRAXX?bL1}f!=Ssu^<x*~ay|z}buCA6U6$mkj
z#@1$`kYmn8M550;<nb`iHrupq7QfRTbP>@IGt|L{VSI90?Q9+yuBwGXf{`p1PbX50
zUimbaR-99l`E)9mN;lT{G?%&fqOF^s$|Y%JLK$oBB0aXIK1OYm)o3cDQ|VYN8Vvef
zZokt_4~UN;%VI?*XUy|^{Civ5nCh9(LV*yCo%}9lut+eJh{p^%1KzM?gf3n5E*Be2
zo+0Z|)&zDvq(nUV4wuWLQc}mEq6~p00K*mP7As4GMz7ZzC}NVXh=nMlQ!_Yk!IR8S
zFVOpj0H{^#b!x&ZWHla5y?F78CACOob2#KgJcZJ`x9?wM(|B&;i_dRAefZ?==XWlg
zp9GuAJ=ZQ?ym4{z+J#G3E?gPzA2~mEZgS$naR1=Q0OQwiZ+G{VOV|19VE@1<^H*0d
zOF&kBy`7yMEiIt8&YU>ecJky%|G)rBRDb`2n-{;hGz@O_#E<{1pMmN0XYHp>cAh@@
zZ=+YwnUigw{p7+>_xb*g?o+1*+qybFJJo%vrSs&8-cu*X+B-*EJ4RaD22Qt3^!1K(
zc66O;LEY*;(|YULjVluud)m6Y&vXrT4vhB>kM|6o?;E_(+kbgrV6wMwqNktD<HdoY
z%cG+ghKFyCk3N|^f9>q(-D}tGUA=n$>eYK!uid_M_5O{!GmlAjyuxzN0!J(3T1jb?
zsf1Ir(%A*++@ejR&&HBJ`{tLw{_8)yJ^1o(|K|69|GPhZb^L86M8|vbfBZlH<NI({
z|KT})KVAW*uZ@k@fBKLAw70p3_T@6#Bc9OF_QBu(-5)Ah+HrHd<tQJv8eMt-lL9Hz
z7glzg$<!>f7K094B7=<vC0t&z7`0}D3WlmeB*2Uz7Oqg}10@M05kY>3UaFEV%ESwd
zUc`zBOd^QM1sIr{!y952z%H*%N9SYMjq_ixQ_yd_q)`Z!Sh;j~OSNh`umvl6jTUr|
z3_yX+g!K!)1YMH~nT*D5oM#ps*B0`b2Dequ^hFE`1dtTGq*>>~cE*+A!Yp5#K{qZ<
z<Jf<5utmy}CJ~lkiHM)pJm$J;sSvQ6u8a?{;X2%ERI>T7H@IG{HjmEK2UFu1@MdXz
z@woT48^^Ers`=zrt=w3v?eA`VU_N7884Z+Ev05Sb{`Fot6GH*pT(6>ul~TbiO!$<S
zSF(Tk<soxdHX7VsUEQfw(7u|TkNL#*YT;m`wp*`!*k5myV!PE8!q*#8(8bunTK;GQ
z9!2*3?&@X^?^gVvmV39w<}vtoqjb2M-LItgD(M5PVrzxBo2C77e7_WZT}$j0BKyVo
zdJ@xqtoYGyUyu76nJ{`+16WxlyOxP=6;t&@pn%cKXGiiX`)#$519R7E$XE5d;!H#a
z#cJ494mc`7S1IJ77BuB|R1yJHsZ!XJcAME$GIXUN+uIEZvpQkc(4!sFOJgP^FD0rM
zH@`~!Q99Ezn1xwi8kI4#3LZt)YfjjiuhcX-Ql-tH6~_$5@W!gntdH3YKCQ$d7dQY)
zXyE6I?egWQRhRd>(A-ik@|%{JO;=Bc>#0zXK6HmUVAQ%4BC~KY055K7R<}IMBN&CV
zv_ra;0*h$Dr<Hm&5{GQXA*X=SMpQFm(fM>TvuKe=#+>FLEuxZ`WCEjvb)<--04kYF
zr^IKdYT{KP+b^-2bb&FUPROXWvE>vCf)2JvDu+gCQb?Jm5XY#J54ynUnaP9D2p<D9
zU^Z$=5Q_v%SuUd%&^?TGwWw*@kGLHGwb)?VVY1A;)Bp-zm{-iti(gG^mjRc}0-ZqJ
zQqm0sU}1VnyRxhS+w|nIYH2|axngcwFBGU3=2+?S{CQ;X@=(PHNNORji-bU3jDls8
zP^ev6P%SQD<-$9T>SfdE35`%F?=qWEdc%G%Bz&4269Jg~2sGr8b!<No*_6T+6RSx+
zS<6cffHP8=+h}qzJm_d#GP(^^Udr?mu~nlnDism8%c@pcR0<|KKbK@mxmGM@LPO?C
zg+uIM9VU~@WMmx0Smm}__)LLiz#C>(DG`(39v{?Ki`h)PRx59BZ`9YS@kFFpF76%f
z9USfJG%&KHl#x*fhHS+J5d^;+v}DAqXfhs*VDVy1a$1>cY}s_Wkjt@Z%%N+gQfsSg
zNBc)>l~wREv_B$m7c=?wDv9KD*w3fmj8GQx`3jjVKNSsz<I$+o2|3mY@HQJyFuWx~
zkwhp&V}Q>E8qLBJz&sZ52Utq3)z(;IuGiO(-@MCk2o1;CS6a>1Xebg3@!y|oJ|`D?
zK9?ur3;G;%oH>mu1Gq)RE|<%vkR#GBqS_I<#i=T0Hf{zXamdNhzT`qNkxy{f5`jc4
z5Q7;5fK9(GbJya`;;Uy<(934$rk{{|onNS}Z(_%I_TVwS+jno@IXiy-#`T+|7jIm>
zaj99lef7$PNi6r+*T;v)uU@)-etZJ-#K_?A1eHA(FI^ZP9~&BhM8T?YY-kY1DS%T(
zuYL-KI=lEQF07W%PQc&-L_c|MytB3C>V@HpV?F0bdO!Q|pY?T|>}>h;(;xo@&{S5C
zn7c?X_IIA??>Ie-GIsJ5WQqP37+<H`Kl`lpr$6my);iO1uC42Qd)Mfhwz1Z>kuz;0
z9UT`(M{xk&oV?O?y1lopYrGF|>nKac^Id%xd-|^q3^9FOK>O++o*Wvves=uw*!aZI
z(C6pIZ%&-MbLGl?>|WPz+`e?>i%VA?eg0s1O0e`|UM>Lj2Hsn&6cAq4$rhGG(=)S=
zpJH%Gg(Ba)|L*7C{Pn@k+kg1|pZ?(wf7)1WB!cmXH~KIC{4d{+^ZF0Z^84@#Fnz6-
zY6z;^YYj9fK=<iL8ur(_gX3TS@>khdE}tyNLm4yd8I4Y|Bw&7#vPY0f#ml6;o2|Iy
zj64=A3_!9ybO}M3a1sR4Y0#i>dKeTU6I?I7++mPuBnv>TSyEz^0cQiwi)tZ*T!5F1
zJ`qkoCfr$yCgL6;Od(m2N|$1ZF#W+)1N*SZSZO#yQqwh;niPkajBF&8a#184wVG_K
zp;!mmEaq4^44oC*80IsaUCm>=Ovw6@7C9GL0HYqCE{A3om(=N&vJuetVV{RFEa<h7
zQ*xS{^?zZH<<_P1c7u)`;?DX;A{5=(SfeSgUM;g-{7A^R^IcpxyB+#y(D^steK=^;
z-@e}6s+V@w%5V3#xDr0tY3wm_F@|9hYkI>X`Ix_&Nr0QEfAo4as`-s_eiuuBwRngX
zEE_Gw{O|X+jyCIu8};4Q+*UF6Zo9fy%N}i(H;V~IFTQxwC~Xzv-@e&-y;<JK$9Jn)
zX0Y9Is*#U^p4h7}t>q7EIrf!rH;Ql8b9<%OULm?$h^-}q+_{kn@0HSxOmsaS*h~fY
z%IP=j<$5wyO9V?nXWXi;MLa2sj&)%v!2Z!&4tk4z7sUIt18vGn1TyEbu$ru9qHBdj
zCGIPQ-0PWGIpSq@Dg_-$JHS<QE$V}iAG7GnVGrBMg2x<GOY=@MqE^~r&atL+nW9Y?
zh0GycqI5fCQiZ95q_k1Cl=GOuivc<*cwxgbR#7*pr*R?SFtVUzSLjv?NMAB{h0Pl7
zbg9HHtYuiv9EN~F1#`@!2EVVuKjuTx`uI=Hq6NQ3Y+QMzS$OG&bD~(L`H^`nW^Hy&
zCLNZXhx!0_5-Ndc(Ij5-^Ef6Ay^U-$vD{OQO=BbDO%S#)4*Zn`W-aC7tWhHL8B`Q1
zF`ij*KN@wkl(GW_kb)qKDF>-aD-k&K8j>15n@Kn`web8I<4`6NK%xmZRT@0%EH{OA
zs<@1L(DYKw{0no6g;{X2BnR0xN@o$cmXs(<3K=nDX!aI`Q~_OKVSe_(0}ZV=)6>$K
z8FVlUXwdl?O0gkSm=%(>TJbdlOufPiRXIP)^kqc~7Ov=6Yp%fJ5G$9KB}6!dD?AxS
z9paYY6yChqZ!{=*-~~3(?|?+67OX5!kve=PTUl;wuHp04Yg9yxwGxrfVsV>HcH}ID
z%AwY31=NvC)XS*Wa_Qm%?k}bXlS*mUXu>Y1O{;PnnbULur!yX)<i|y=5KstS^|056
z^^24uZC_MZD1}18HJj@cgeNvPR`>R|ws$u-8|&NKjm^!C_aEMdLoB70L9Ztsjf8<X
zxCrCm+r&ZOFJ}2K=_SLMNoIh2kY0>O!{t(GcWVm-U#(coCXy&!TN|5Ao=mlxj8jlv
z@;cmbByfK*bS1)3#x{mfug&uDVbiobf$WE37;dutqqw~6Or%BwLmJ^nYzx_Ro@t5&
zB`$rJ-5m`@<FVB1qqi=b%VTp}bmovh#MH+kGT;sRyncd^E(gxB1lBLLl-R7+XGiFz
z`@^ZCLRTPCDVlY<&~Y&H8#Ee{M4}~uY(*>+h_T-<%+fssbAK6aa%Or~u(X8newG5F
zXVWAjU%q(y=-ypGvw|hz%g4_j-oAVD`i+~=C2rp0i^=mBu1;RPapn5uiOEanCN7`5
zI65#kF@E9NrE6eU$A(AGj-F@jhzbAv2(Yd;Xb%HD{Y+nd9UT<?pm$;SLg_m7$){`^
z&zv~X)7d^efbi8badzbM>lZp(Sv$70eEQ?lpZut+^~8yv{^-o7Kk1>6sIR~KB-zFj
zXW>)8Q$2mAzqJFkYN)-V>%^(SGwuB+TgKYD#?G`|>g>MM-gUXX^Gav;NK5OzYgcC;
zKN;-kCHC0c);`wLf39zMqId9OSO1mXq3e`RcK1zC``ABpad?CqosU58FOQFZF**5w
zoFm5jD_1_hIC=Z>mAlt&3tmYC(?W#+BAZID)N3K~E{SA|%fjhbvyYybRQi}Nc(n8S
z7vKE#H(&kLAAa|bzx(y?OW7*m@u189zy9C<^?f+2|L`2YAFn`j`YM$E%YXX6Hfx)-
zY=>M79wF>r$zc4K-~Hmv{&6l<NrbTZ&>sXre39)5NK%zlgc(DED`Wl@%uCpVYPp<+
zAkl9iTT<Z)$7dM~LtHLKnct~%+2DX_s8eaWXe7%vKogvKeJuTiW)&4G)688KwZLVR
zQ)q<tg{Y-d%Tt*ITL!PkNi+<~J<6Dsi)8qU5^=!q_j$bWNRS;ssaWv1JYKKYU^EbK
z(kR5hTFLtp#xxt6WP6|8%3@I_UScsyJ2v&cnQYR4Ax9%CW}}Q`_;9jGGT<(zDJ)v6
zWS&Cq%V$Tt4#&~{?)Jv|*YDmYBjK>m#VKijXLEhEoCx{C9v7baql4}3%~f`bo7M8s
z&gKE($6~rx%I4CE*GD_~ba-c@c?rBxE$3r_gRPp+W<K8A{^l)9$ihyov{Ns=-r3k$
zs}P^uUn_FktCzOQ8Ah+e_59nd@^Pd5<-um7oZ_DSTGM;~-J89=YML2rXEn1^%{Pk4
zUHtQF`FGo^_`WdP!=`w>M$R$$dab}Pc38{4u4T9L(Y;b~x0GnE9g_%Op=#Juhd2>&
z)f3)&+|#@#!k}e~npAm@9h_Iz=cvcIGf-dv3%HsyRXkAe*-)$S0&Z3c<z#rHkje)=
z`GAYLC1TZ8Vm|6ZnXD34P2OwEdhHwO7-N`MA*_ON(<$O+vXe+v6i|ZvGUk0&W;y8h
zEHR@db)3Q5%orx4?I@s?CT-fFPVU#qok|G=SE{rj>iY~b>W6p^2wyD4Nirre{Oc5c
ztqid%;V?C4IiosZH<1E}0Oz-8pp7|Xiy^&?#zq^aAPDwqQ9y^upW<&7P22=C!*~cy
zx{!qxs?njKdQ!u`Bl|F_5OLAtwAPB3KbB}OlMz4#wyOY($&kXB)0!4CmgaI1J8m5K
zi_fvmFHoP2gyGa_EDF>io!g|t#E5rYC0L;jyLoA#*ZP{54MeUKWJA!Mkizt0A!|hJ
z?zC6yg-e7G2^YxbP`aiSOY=M|PX-Z*qzR6Cj8zC<SmoIdYL=SP7FY&GFCC`+sh5d>
zn<DteX8rZit{#Bcg9l7&GJ=!T@hr^JDlVI!QwuSz;hCSaY1M#VI9uaSE9TR@&$U>*
zuy8+n&TrQWo6{Grb#{M;NBi45n_D}L<F|*b{%JFGBkRyQw!EU3$b#$>*<A_+ILDML
z0!9?>!A@`08^|g;4Z1vHk=Z0)Tug*`)io|m={g<tNgk^es0-Q-3K%Usv^<e+-rlUP
z*Gp@)QaTlHY!P#*vZteFA`}d$<Z}F4nN%{L&ET2G3bkIZ15YDkNEcH&na!lK$#@D&
zJZZ;Dxwu-XB3(o4+G%X2*gr;N{FMlExm>QT);Pc<!jXEl77s`B9CsqIY8gZyT}e@|
z-I+`0z@`?mL{)wG{MT1&xc7nZM0|mmKZt?9lrQt^+zw|Z9^+R4reM|zcmiR62#pKj
zD;9~xVmzm;*=Py{A`XYg>j@C2wwvwD(KK#k*k%SICN28B4j(wiew(c++VKVvE(sM<
zHG;iGPt@CF)?0)tAaew87rEZmX#lO^{-EG{>fzn{PaijHgPuNq3OMcMQ_8z3Tbp|F
z;Ncur{AbTDUAPG7{?6yOS>#=wxOnsOwTaPl6T|1m2LVl77#SSB^~GKKhDHcGcJ)!4
z2vVLV>xq%GBSWKOBO|?CT~u0kw{`ZM!2{op@C8K`{3%<>J`7zworArdw{Bj->~-=d
z|DpZ#r){S`Yx(S_fAN3*yOTfu^S-t-{YYf(Ed%Y%0c;TL#7{rzI(545Ol$Y4(_@e;
z+PjBZ+WSwP8Eb35*4uZZv*&6@*M+v`A`<V`7n7F<TDu3@x(3=i&-V>XH0@qPSNn!8
zcJ<yE8k_7LoE#jvI(qisMz4!NGX@8*oyYWbiJc=e*xjpFZeF~2>(bTdcb~0HiBtlO
zLC(hwr?FeQD4KivYULHQj@g&@?(1agkUQ|<=>4yL@tdE2`>X%_AOFkOZ@*^ylMGTb
z7yO_9<9~iX&g(xs%kRT0!1Ps0XMXd`zu8=Ecx^tLo+-(Q7|uIztyq6|^nSIpk%^}C
zO0Cnvx@Jx#Uctac&Cmju<fIB`ULk_PK!T^ERfxS-GuR>miCh+I;Ra}BMy<$Zl!7^O
zeZ&Y7MaM30lrICW=TJ}owL&ltxZb9fXr*%=lg!t|rHXMdczs+YYc)!_QLod;rC6F>
zSi<Z&uf<3$*X+|L!i8DE!VHFg8hh7Klh$hMjm=~_<Ml9rHN%*&_vKOrRuC*|4x5Fi
z<g{x1o+ckC7V*o43*;`N0Y{EhCy~8qIG;;dO?rAB*D56r=r<?NaVh<~-~83vqwUxG
z+o?pem*~qkM=T%d*RB^+#T0q<7#97*{Y{!2-!PV~R=)Z0`e<)^bFIGJSpV|<;W`fc
zc<k#BU+!+ySvWGbIgG}QVh&UNRyDI;Os*B7u;zB_u)mr^SA(zDDvfe(uU6QrW!`Pq
z4(f#+$gZX2+wIl8TK@HV@%_%)cdvJtuMTQimY2Jg)K-Cx$mnh*y;Dve*0UdWSHIe;
z9aPg_ZL^?^pp31v(@X^+PLw0gQqa1Y32o(L$Loc15NN7xs}Q5!5gm*>X&0j8k<Oq>
z%nwp^HR@*{R|@;{ekXkUjN6oT8cSi{eq*DaO;?lQV$6^4Js)tUT_{>Msv!YZ#LUfp
zB03_`tmM<r6)&IAQj~L=LRxqfQl>ln`A(&f5(V~^2yQ_GDN9QsVEecED&^Ei&1!Tr
z8X<{H26W9;W7MjNSWs6)&63CEY3Q#(g93wAfV`waXb~^t;KB^X+A(ZWGkr0Y*<~wU
z9d54X&99g11+yWOhCL?Y7z0>9D*?ZsbQ_t_Fo0!v_k%H^a6uty4trL8%wcY#pdfB7
z&m#@7PYhTLKA?7}VO&<Iq#nHzcm)^@fUzd=GLCm5kZC$WDYVk5Oe**Za||{g;S6%x
zsA<Hu5}%Yd8yo3M1?|OB56psIDhk*w%Tq6#-E-4T%$IU;L9@I#`|!SQWeM|@nbJUf
zVlolGg0dkUrO#3kFfMA6fNmMZ0_a|5tXw!NU%k|?EJ<FzWdCSUNc7^B)jW%G4_<nk
zN@)<2>UxRt7WTX2VGs0p63PTcnEhxe-Q8_4ck$s(C8G413a955pT9II)ONL+YDm%i
z4C_B`Yotgv*SO?h23ucW#g4UBtAIOZD@O%{!=NX&iHFSz`j}D)lNm!7mU5L?hQ|pT
zfY)LodW=8cs-+5+jtK(MI<L(J$OZQlS9vS5vk<r34tpxz#N`oPVb#y!1lDmrnG($}
zM8o0Ty`8nSS||{xmWq5X6LF}}$-~2gQZeWAdW!jcAz#d9b3TtRlgbcq$uYe}qpOul
zrC8!gvrJ6JV*FVw6amBJGPxqb#w@=l&IMn@9}ang$YPOTFqdgkDR7HX4vC}|4~2OS
zkr4j>yu)S(4i@xya>*1FR;SIG!qVmQLpbDnh%pj=B%DYx(dTv%qfR6^I2D4p8$3bm
zWE3)13ssMUo=Jz><)(y_Uri)PE`pOI*K74oJ0yIF)N1M)Nc0*sX2FsOt`{~ou=g@0
z8(<7z5{5Cs64<s!;$>>Do=i{8Jb&_xI-!{tb5HI+yLao}lY0+wg5A4)_vyn&_d!p5
zap%Ih^W(#W6K`BPfAPZj#KhS7v%_aUzj5c<HT0n?u)NOV+v@H+J2ZNBaQOPf<Um({
zPv<~ySMTW1AcRz`^^`5PpKkf&FMf39vy<(o@qV>*wYOri@9AvAp4EE#lm4#LeI2L3
z-~aT_|NOHb{rPAwgw-B$j(zPXM+e$Y|MbW3TH8*X=r~Ec(3!rLGXpJc!);x|t(}9d
z?c<%@H~NPzwRfC5({`?-Yof3J(XE?T$Hzz8d(ZX^jdpfV4lsT7UhW&X+CO-yyZ^@E
z=%v0vG_-5u7`@K1bG$S@e)ZhBn-dqlpyBb-<jo5g0JC5KyL<ifXLrHP$yLj0om6X9
znT<rHmnAPBJd-YnUfg@M^x_o;nRqbqi?4tFtDpVy*T4AHfBP^0bg*^gHoGJAu{-_$
z`p^IReK@QC@EpG%ufYFjwQkoo-XFf-s5U~b5cxliR7LSi(Ba9(vipsL?X{h-n~WM4
zUj~Dkkl8Hz$CcSRF(69O()85JmBl5cSWMKhS)8rG^tD6-HB3|?qY-FnN{ST%fT#{5
z7-!azAWx<ETi98^N44uA-7S!qREXv+8nIO?^q7>ezP(;oAn5UXoqCmwG7qa>j}HX$
z09|!9qHy4<mu4~26tihuA5`B`=17t;9t~AiSN9KJfBUmvym|X>efwZ@dyghJaM!rT
zpkWx)41@~E5+*Gx(<YCikck`}G`J*ACF1p3CFJ*kl>ifwiFzO3zKKJpUdg?Evs-21
zSg!-8FK2W3I${A2y9YcTIS$B?FxZNnO-?~26tCmMy)WM$zkheUzrVY)RX^M!!U%vO
z3q<0>oBgjp9Pg~J)$^HL)PK-e-CZkgRdbu=^lCan<q#7WTg%<`a?_2!R^BeBzdqc4
zx3hk@UP1wTy;=OQSO2iPc33Zby}yCqe!Cc}#=S>td6*Kr<@9E=tB9WN*mfoTdc9Cj
z`kAtJit#UZYFqg@xCykcgGzcc8_EZ4z`n47t))U+g#=0(LKzE0^rceByBhTseYQM|
zFN{^dzS#X)*)}@jR%60uNV{zt#XPr|#pu(>5>6As7ltwXU@^0rC1W}0%6qK|iw?<)
zWg>c1&TTDt9Vw?JVKV{&Yns7K&1naoDh~gY1EEYu+A(ZWphO{m0e9sI6#Y%tS=69N
zS+y>uAY@V`To94On&o*+^2ufoxC)tz8+%3uD%IR8h9bXFgMU6@(}NmII1Dbe5Qc^i
z1}}hC=^|rTtoge%cIgVkAtgtYOZp9ptj`wZ!b2f}P~qUl0H%^UV3knpE)#i-+8{_N
zsnBK6Mm-MHEw4o%LR&Lwp}YprPH|(iUy}&^CY={<rd)&$#<yvNOID@arBx}H=ka%8
zJPf&=R4rhLYVPc;MustH4AeujjyK3z&5J<3vkK&fk4yOSInxvZ7v6XrU#uN5gE4wR
ztOG8f;8IAih>8V{71)!NpaBlamBodJ4|Pim8f;w)b3jmWh&i>&u-yWq!=jQ0+_v4_
zjje5LjD>0?zl!i(Oz&*3bKBgk9Uko*AMfw%Z00j50?skNN4>J*(P8TZfV=`xrB*93
zbfFlnu2$;xYJH6_iW}Hs8uj({>h4}6lL*tgMdfQO<h5uuBo&$g;h--ajYoX}x7oxL
zO3#-;Dsy2Hvsi*Ih%#EY#g22H?}R?#bvk@*4~yAUJl0sNMgt(6t%y!iwwX$`Uar8w
z&i-+4Z>w4^`DvrbVdoFoZPvB5wQMFG@_TDA`<TiSahJ0hVJ4(ZF(q+k(vfSmdKD3@
zT&Wg|<wBu3bQKC^{+DC$1fm>>1;Q??18*3Xe%z)>5Hy86KOGG4<ou+fd14Xprhecu
z-ljMfi<b%|LX`1H9Fv$)r(>;|jVJTTtjq2MLWAL-<{+EJ#J>)R32u1xBYqyr8xJ?P
zkZ%4O2s>>agVtm-+Zn^;VwuSZiJ#QA&Z5W50liRbF*;_a7bGhp93aA_6%Z3tptG8O
z^58L9M+I*lm1=QjPA*oyeERCa-AB)#ynONq-q!<^uE+Nu(GYb1i~G+WJ_arUS>n>U
zi?^@e`uys35EEBXz|LMgKYjrx*oBG7a}*Et^iPt29OkPLS`>TQx;k6C`+ElZd%7>3
zKihQCL-*?L?rv>uJ$Z`4$JW!Qhx&V)HAREH*Dj4WN3Zr1ou@x({q&O)Kl%}~R$tpG
zN`=OHIy+B6llV!?C)8)RbeuXl%!8af)la44sneh*CI^QYy+&Hw&$f3?bTr*x=Q_H%
zle)$mXU{R7o$Kx&?dZHTI5^SUb7f%QYG41g{voC>++PG9$wH!fo$Vi(92@=o;>9m6
zUS#2T=jxR^mtoysy?_1s-D@`=-g+Qk(r`qv>zwixg+U2`S@Zni%bBNB7e~jIU%XTc
zB%m+fAHDtd_`}~p{rc@6BVI&$kH_rvJ3RmTuRly*-;crOd+{upzV<dZKfL}>OqFB4
zm`cPPv_cHTV{wK&!A6aeoH{y~MoKp=6jSy5^z_R7Jmd#jIw<sE2`CW}3ZJIn10v$`
z%nPHI@VQ8^v`8N}TQ;p+vNSV|{n$^m9u^a4BB_WRB8GNGCd#b6Rw~by)Cz%2xaf0e
zgDztVAC*Pxbv5fiuz?|qVMlS9&0xMDiTmwZ7L+DPUs3^ae#$urHkw&Ais@^Uh!zD}
zr4o%H6!7H>#jWj~{iE0Kzx^2(>Rf)73PlzHxkL(I$MVAB((J2D%wH;Gn`V-YS}YND
zx}0ck*;JS!#wT}flM1I}753@3Uw_!&+1iG<ibjx1;AF1ka@lws+3jGfS;Y-Vm7^;h
zq0Rc*-quFBkoo58cT8f9YGr?;_Wp49&ED4G&f38?i<I1Uy#jgy{wjw2N;-PHyS}?t
zI@qk>`$8Xkcd)gVPce_})=O`;*Z1m0Hjj*0*z7m5;hl2o^+p9jY_kyGt7hKqu7k?o
zE+#j!`1AASIEC7djeLS(EFW?n)CwC+S($Jn7iwezTbWQJ8v#j?@mop}ch+ltx4F8D
z**@vt$VIDBU(#XTOvfRqmP0P~gGHac1mo18grQmv2TLJ;*6S!mf*b5$+;*Q<m2_DX
zZme0>0G_Uo#0dcS<&Xy*4AR$X%o{ec5R@~svC3qA%Q&q(ES`2|A&eAo@-rS&!l7#}
zAMJ)_Cy|kxnk{4m)4o;bQ;EZfS8{YM38s2#i7cWehl)(185PUJ7qkU2O&K+QoeaUM
z5DjGMhEYq{OL`Qdl#6Ak#sk6O6?ze&za@)o8O@Cv?x?ltB7^$HGYJ^LU+DO&R}YH}
zH4G6<$x6|oQJ{Sht7O&4{!v54wp2*SG3s_<tq(aY3}aZdV;+0RW{Q0*){5ATA&TlD
zm?5<C0a%)aPUfP1hTPf=WjZq-S*-G@hxhez%;(_3nzl(6S_IqN@HmmhmX_%2q0CV{
zNB_=Cyk3AE)B=HOW!a)uV+>O)LWh_m)QNqI`LM}Beg4FTL@cJ8iP3byCJ{$1CWbMf
z6Z};&Gv(GQ3<O~WE5I?JGt?^iwY4fLR-N=mqgJDxVYP&zeVvx8y~g%Vb2h``zPVnb
z+Ep<(V^=CHN_o)j;OZvMCVI8Z2m|yEA*oj9a;Lx}Y^+x|HfkGdl~gRazqhruwRUv0
z8w&;D;~G^87|8tFMZI3!HF)FWd^oL^xX;7RF$@sZ9{}Cprn1Lqwi)zJ3q-7DV=R|@
zUa(tQjnD2N$!OH5T&&_uCY<>$yN$2Y@hCQX#J8=j&9#k<Mq`^%iq5fEB#cvZe{Z|S
zPI0vc5EWPi8W*z=Ysb|}d85AmdjGIms+0>w7!>Ru`MScFsa(hl&c+d@fXp9=L}JNA
zGK2h;O1WJwtoufto@olp8M0V39AyW}+=ZUDv9_K|W#i$nQLo3(p9m*Bb~oF@1Zr3)
zRv@<H_xfDUNH73Q%;R#S<CSuGi`gcXs)PO@xQwtrl8B`U5@8;bOJruFB?0Ez>=dnt
zaowxsYOB%44xH;wYTiXF^v2JwEFym4`&a@@B9&06CVu`H-0VX-nr5e$V6@IoPfIAM
zfB5jh-3K?W-MD-E-s1<<m9ul4<aYDw_3M`}H{JD@uTEaP3eBs(rw^Rhxsfqwt0Vox
zV?$%ZeS??JT^Ji0AL<{zFb>D7yT7Y*Y+#@rDA!MZ+SAd2J&bxsO!&C&2YP$Xjt-t5
z?WJaDyuYo#{p3LVnSqYBpZwXs2S5Q3f3&Bg_0yj~um|4N*VaW+vcI*p9rM_U6J4iH
z_O`T)b#^j+ougf-tNS{;&erzxT|F22`mc_T-@yOh(RsG3XS}29*2w6!!NJ>O<JTC>
z28J&64^8$Bo$DDK?;W}@OvB?K!q=rSSoh;MFJ5R$URb}bUB7?*#)BKT9({h#q;`Al
zF$OBHmBn$!pt7&bNv0k@zjyuGohz4g68Tmgly>8rFTeZMFMorngaCBd9d#RQew*u`
z|M{Q47pL_fp5*u96=3?R6>|sM`-KFSpMYqAUg{ZUFss(YAu$`z!uyQ{5=tR0ZbE}f
zxiSyUZw4s!%HkrHkCnN(Ws>h0fW;DGTr2aeBSn%G1~aijBmy;$1_mAwjJ(fku<Fzf
zd=F}cn`-UFnR&W?KprVXD#;=lFavOMuQBX30iQ6cg^YH<6+!pFy+<yyXw{;HX|9v)
zdI|AKZZ?gm*@>)1aFbi<A(Ac<+t<luJ_lYe4Qxh20ZIwINCFd{=Wvkuh{eR-_RitX
zZnGb4acSzs69zplUq8Hk8x49<1A>tVYXIWn`FQl{?K@0Uzx>PZcDL6-d%Zo}|K-oV
z+5Cv^TCdkq@kAmVTq|decj|O!uNI4`Xnb#T>&^bbHy_^Z;G$bCgUH@mt7EPIaJ02n
z%EI{C+pOUb%Te!G$)Vl7-rIh6xbyyC8{+-jy|ulKGQ%zuRy<&(M2Io$&CdEa$NOI$
zHTG8vs9tZkVM>&a)+<LF6@2yFUN>q@pI9kPUt}d7tR+L_{x)-QhP1ua{5x8_t29W)
zx66r*jDI8L2Pn}fr7Ot*QOdO>g^&KVM6eR^)RVz-*o{XWBvUo)-7hDRu<G$(+G$~z
zm-f&@<g2IRA+W1Bqa5g6?yy-8+@3CMzg`(OXtHiQIt8q-g5O;XIFk+|g!z!wu%1q^
zn8Sj_7{+XdR>p`Dw(2}u8T>A$BgUr~GL)HKZ%dfXAk&vcll8Cw)n%Nfw8Iq8%6SC5
z@lG&YQlV2W_NWyMgn(Nk(0$1pswIqhL6e#%gV`QUETor*^h%W6h*^UrUNJkRT$r{1
z?4kopDWcMd5G7Dqvv?7{gjXj|F?s><oS*(U+L`$GirCE&r<tM4C|&Ux)lh#yySpis
z7cL<;IkhUU2}hIJZ`B7Zx@N^BX@7;7J|l-(LKYH>7pqCDns=tkVbIW33Lc+v3)yFJ
z>V;gm3>1ZrgU4zl4#}UO+I==F#ms7nSkt78E=d;VS>c(aGQC(l`xs(8<O)?h;P;sM
za4a`57osKk%uC6u=c@S`vqYj^TC&O|+`L+~OD%^eOD;f9h4a)is<9c>aNSF$rm$o2
zG%Q*L7Y-4h(_=B@Gl}NnezlC9ajQ|MhoOPpYPEuNi^JTh)k0gvw?<Zx?H#@^G^6d^
z#yZ7XYm}arxNNDE^XqHXgM*#*_3HLkePbP=xXeSP=@GX;N~ST>M9Emd=^(_%tYTEF
zj7lZpN-nAV4kwKg^w&f4BMImLUSTxRWgiU$SxPR=&go<_>~LzF{4$xvs0aLo3`qvC
z33*7T{7y%$T1lrf8yj2YVu|?&UKcCGO(=ThVmQKzu+T(!rBb;<w$WHG74l@0aeQI9
z-&)^TtCHvquzAdYV9n&VHntejc6OSo8aYRh_4ENTLE-y~h9itjv|TW6ah=7^ky=<g
zt=wjFz{?d|lPSTE<TH7`KORk{<C%cV2MR2O_Y9+cG>YJsjwe%zbSYmdLSK%>QO|;b
z5KvZV`4CxCvA9vK|2Ig!$Ki21Jh&%}1`G5F(Xt4>y>M}v1DaSM(yHL)NM>J736@tD
zfWIv+tl-0+TYhlw;fp8FpVBn+@af}6k3PS7<IWdf+`n`8?ics(et!4P=U?FaqJikz
zmFrh7UA=ng^0`qA_G6<XW0M!Jof~J$8l4zD3kr<A<jCO2xzY2uzs?Sg{~Ly)x2vP=
z)T#E<r#o6sx1VW2@9ORDMegeB>H&1$-QJFseqwaw>|pPwKl=AwEzrHr^t7JtZEO7x
z|Hr@UIE~EJKGf9)cLI89e|uL~OGhVqS8MBNXHVCuGgJ%poIX9$-qCleWvHd~e0R@y
zXXi*;`#C5U?d?FlhR?KPtsm>?I)~9~5U2gnt<mwz1A~+O1J_2zE)9+hwfB&MoER9q
zG&Xwk!o=+>mv3B{0C4v3^PBgs-T312wJ$CK{<`(#)<eC_;J1hTwqPcl54+<!nNdh{
z!n5h;ckiAb>Nl&k#|Q7<9K8SQzx>Vbe)R{~;~{s*X`myIV5;q3{^f`1>w7WRd~cp4
zC;!8py<)N$aD*18X6K&263(yaq$-!$8Vkg}I{sNQoPmBM;Rpa?Vrfn#$8?|;t_TG4
z^GXp-w+o<9St)8@dV?ntiKPO8oVF3EM2j0tu=Ei=uQXGNZPbxKN3#M-sg^7$1Q4y~
zEoy`;Da0+OS>-axLMXf}AH{U$3ZZgYfk^1JuPExJh?!DmyplL3<@lD74wjvILj3})
zGhWhgMg`xXl?n)vsl|(CwG`tGb$i5(+*atDbF}YGJ-oxb2Uf_W*U!9qxx6%gw8y-(
zUn`YkktmgW@l-s{3UakZoc!U<n<}ZaQp&!2d+_sbKYaV;F}X-MUB^fJp+I<dX9xH3
z*YDr#ZZ(b$c8*^kzCPHi<O;Q7DG?4-@~O3Q@$Ku^KmXa+hr3(MS4Ugx*uhZGa>*#(
z{!K)KToO?J_Il+Fannj_8xz-7jcDZY!EQMd-QQR}-q|?bUVGhGrO9Z&UOHSWGff?B
zlz)D_kHLO_HC;{kic#Mx>BU^Enh36E6Km<%9)SH+Xfq$HXCv=+*4}K@VCmO$7{el4
zg?Ksc-^izrnb|5CCa%qN<YU#NAK@!(Qn85(=@db&g4AI#=pY4IOGHYMK*DJuR!ZMz
z#A?dX^rTlNolHtvwo?Sp{04Q(Wi2v~88u8$l}Hd6egg1U&{YWeu;SAK2?8SRvK9j5
z3LRF3h`}s^q06ActB=1cYS#GlN=7Mc$4qx_g~+22P)@{hFy*l)!9n1{GO4@@QB1E6
zsO5eT>r1olW|xow)4Q9|NW2JS^<z7v#;uazz(+T8$%O%fhJB&|*-E$oZwnzyG4lc|
zmqjK7?FC?;ClfF={b_W3hb)Ge%M!60@ZQ_$i$wGz1B=~@3kT+Z2of?eTRhN9By#DL
zbZHef1z>z>z>MV{#)4w{;a$lbKCuO6EgbSBAMt=Og8@^uqkzdp?7Ugc(-Q4814SVX
zOvqR2H5(#syG>6$>GJ%Gr-~*7Y+1fI52SSE<?{#EuHf%7Q!K#=_URMyfHs}h41HjM
zGV8}SCN8POp;BAq2wXxx;_?EJiUry1j6o=n%}fERwaP_$!6G9W>qzk|7}y1qOk!5Z
z%yKF<MX(@(G>NIzJTle-QYTxD^?V_>u~A2cav9;Env4p$P9~>FYv<$KRd3oXVQ-a+
z#R6~UM99BhD>KC*A?<8$Ha2SYRqR!(UMk9rMjfpLYIT;0Bpl4d65Mohg-NZ!G39qT
zLtY=CdmQWmH}#t;AZqb2hC8cDBBjpE08@gH_2Qz#Xwa)vn8C0J&^Q6nlx!mb=t`lG
zN+kF^(k9_^x^NC09_(*zHMVzmituuh#1o@Q{)|L$cQrO~eC4+rjn(REy|#*fzFw)~
z&cY^Et(0jRVi$=)ERl#6bGa}@LWF*j_(=VkH00GxA(gG<i?F;vWjI)d!d#6;_z|1M
zg1IXk2-0N{4RcM#VCFAna`8Yon@FXTsY0Q!vAJ2w7sI|#Dwd8#k|sU&Iz0>6Bq_^q
zge@nfK@O7{^^e7(-ORR8ZL_%jK7=wKPB6^*kp7iYzWCT#DUrfdG^kW^_!BD<3Wku#
zRB{zn?f357e)i<?gL@BVUd=sz{7kM?J$d}}{+)+6ui|69c>nIbM-T2#zj$$R;sS-*
z7tVtAn!Gr1<?_X=W5eTTA*~J!kAg5AJ3Bl;#BuN}Z2JNJf9~wa_&`sSdq2?Ad->9(
zww6;pogHm0Ehm2ZS=&i!hT74=DBvE4(K;~DtZQsLJp>mOUF;;}iGL4hqKUO{Jwx(w
z6mUJk$<y>Xp6EDnq96DE>9%$@n5Rz+x3`|_?YVW~!i{qiy{Ar{@9w2SXsoMipcN2n
z2kS*fFK$-`1}D0Et_=-O(s|U^e`RR+0(7#@p7R4_9*0rA@O@pU;ql7k!<#qmU%P(i
z@>OnkFI|3g?TeSUpBSZjE-p7Kpc7I3(@KF#FuU^d!IS&f*_saHQGECM!|~BqzyHlY
z{PlOgj(Vd`gPqaKtTHft{qO(%zrQ!<^&g(-_u&;t#bO_h4)XDA$Q7A=HZ}F=+49W1
zbXjEAnF0>q-uhl5m;j_ITS1SKl4oSkNLj65VQ&7_i@BH2#Y;;@jgmB?aA`&%6DuUt
z-7ZTh9}$s!6f0=-gM9>}$*jbZ%SMLO`SR>5(ZWl!YC$EQCXdeshjhGMC!@v@Py=*U
zr%u)^;|5wGlh9k_A(swyQzhjan93+=q_aEb<LN<YRQbKsdC)<*gyWyK7d+C^r5TL`
zR5+a}3m%g~BU(@j=C$G_07}a*pFOyB{raT~grgta`63w#Zma@<h=+sWgQKJM^|e}U
z?LYqMKd-NCKD~F39V^R}T{bD(TiCe1`RZ*h6F%JEe)sk`=yQMf)iG{-wjN)7{o&wX
z@4Iim`tI8=(F52k9_=???{9s0`})gw$8V30zIwAyfQsy7y;j8@R<D%SD#dys`}Sb_
z?ZM6wH2hp-Yc-4M>u`JPXt%Mon%k-7*7EV!Th&AAfmRFDK7Mtug){$6qq<#AZDb?+
z)%5Gl%629Hny6zrRZB;<irMvad_5gItN^b-P`{UVD!JF2)x(YI(PnkKR;Xoxi3O{1
ze<|u+P4Tn&cU$!@ch{-juEso&zE%?<LWtO(5Q~_j(oQorup*q*SeOZlMr@k!IC+$#
zfn30o@;GSIrg{oqeb(<xdu=2QQIjBmv0|xl4eu~#eD+E_V3i9fSR{}bciU1Po8PD`
z1RQoH)GRqG%Y@y)n1r+ik_+<{yojKlEvMWi7x{spe#|h&u@K3{O?a17;Dn9~gG;dB
zYmR54puTAvbEzcEf&QirW(wO)3{G@AHnCuEPNV{lR*99%j4g0!)*xOgM!lG0cqf>o
zi!POj`;8I-&aN;tVVM{%C+b<$Zepkd!5Vd#sZU}K2-(eW?_KCu3W?X)#88lVv?(P>
zUIx)J8iYjwVO59=OSQ6u&ZCi{)j*7wGctj`2Sb6@WN9|jFD$-zqLGOxSzsei#i4v<
zky%Kx0253x`|K&-h9=B9a^=+v>KzRdisvBPzru1Ro_R%u;^On?<W2ZlLMw|e9#d_p
zT$nXUk-3y`9_R*gYg9UcfEpmp^0IniK}!+#+*HJF5>LM}%Ooq$pQ~0@5YucjnOCQE
zp^`Ntb5fWU8iBxXb9n7mT;_>r1a}i<s#>YkqDH&Z1B-B57<IDjC>g-EcN#3}Ffc-Y
zVE1Q4a5Ed2IXyNj(P2Lr3AKuPQ!MF0-YOA_TTSI+A>#9f+@5406!LhJ(I{yYxDCVx
z11^@v5;lnzt=?mE1w8?qfmcff1RmL3#a@ltM}?fKAXb?kHj8Fc9w&Yic^ZP{67+hF
zT3s|4fomEHh53*jAHQid8mvy!nY7hr#iSLBMiTKzI+biDA1l=@2C#BzXOot&Roa5;
ztWNVeAog5>F{-hUM9T`eyj3jvwe@HyRw~i)iYJW)DEmh{oO{MCCM%+m92+ViEFiFk
zqu95=dGS+CQ&}d5g{)kt<a5Q<)mn3LX|<us``m#@xVes`1-D*X4^rEmOk++11!gg@
z7tqNB#KuwiOiXcJH`BC9EmbqQW6mc7X(h#AG<zK^#sM4J@y~t)zb&zmn0fh9A`;F~
z%ry1l;e$ssJidJK%4V}s?D+8R19py2A3XWu#ur$>o;`ec>B8i-%hyOgo*f;(cn-hU
zl`9wjfA-${Iqp0^@BBN?<tkgdtJ$65Fe4HfL{3D`q0u?#oO5oV8{KH28#xmo0A>!!
z;mqvp?5?DhR=W;sOFmn2`E)ut)Sc@r`R)gYd-dEup{bfG3=1S0z!w-azVFZTexBFU
zGdwWd{w?mlwXwaev8|!5xw)YY3`O&U=7%lqwN*7A{qRTiHMMu|-2C+8kLs(daOU6s
z_~wn@{}}LB^_@HHAEDv{sX*Pj_0f-N@7`qL2y}wYW5d0>4fpOe+_`=K#wQP|s_uMp
z1K<9~>@GjSd;g=`AA$e6$){<lz5{U#msj1b+f8@wcU0B1+`ij%`_4TcaN}0XZAPyu
zS{=LU>S=ZCf@zP%3-3LMiTf}pYFeslq1?CD*LAkG^|ZAOb>REzn(7~z=^Gq-*frAj
zaDHG|FftQyhA$2;@y{}V`Kb}pAxBFWCugP~4GAVk5EGtXzIgHM{TFY);Q_1Btk2?h
zo9qr9h@{x})7N)lqWLaeV=0$-dwq7awHphh1k-c#6I0@aMV%aCk2UP{9B=P!ub1eu
zbDFIHsL3wrlnT!B<R5YP>XZ_-1k)GemXy_@&7{F3&k^3BV)>{vYrv~2OjNyCi~%rB
z6<#IjMODaSHL8}4swMtpOmZSvsbvvZPu!^q>g!})BlUS`WmY5ty!sxC7B7w0sMmo-
zjk8fvPK^u%oO-{@L?bc#49bb1v!Z>u&3c$!KGqm2xn3cPc;O?dBOWs!K`RxI0@8@)
zc~~R_K>*sNTrQFD2VhI+{ULT94x88GT`#iA*jS#QlL(dwIz73#`jg-M_NU+c{8zvJ
z<CkxqzyI*=n{R#!XkvG#jMs&u{?ljApS^hb<jLc$&HPrSySH#rQL##2e0crKU;ga%
z%V(??pIw~&tAFv&-@JbF<(D6xUqAWki+5jt!BBQy&aa*w0G&8~eSHjw^^nER<{EuN
z*T?18PY6F2z}LUKI(g1ucD()e^62&X0n5kB-NGeS`Qx1z=SQ#jmvatso4o18$u5)C
z^OOD0E>B*aAARxi>htFpr{w|@*Unm!!(IjUwU?*r@#V?h`Bs5#BUf<DXXMH=iLI5y
zW-4+}$n35rwllGV{K`qGP>6@Nv*~?QgrFDNRjx9kI95ZxVltBUyTCH6lUOsTHsg`w
zjWzVHVj{G)5@$}^BQNQ<=YnpgwVgtCtB_d@xp&g6EG?Ml*Fx^J)8yC5(4d%?aA#5S
z$O>}R=LGmbdJ!W%Di#(jw?@hwm9!dclBE=0FQ+AD)cBNQK&-gGK-}}$T`HMfA<k4(
zEC&EppH4=vP!tos%bNB&jN&D$TnwJe&d;9R<V8c{r%g(&;ha;W1nhuIDrz%g&c|%e
zr)CE8qkTC{(C=e*6WS4T9dj2p`%J(cb(nc8ABPzX19W8<DH8@978t@#z1mOlmfgZL
zBIcumR1|Pn@dh~zoLrPahgmj11Ki$f&|_rMN+i??k$D6zYSU<?3q%EVCZ!A{sR`RW
zMt3<yihBBtRLcwKU?%Dy<qA5f<;#m`yp@$b3#a*6Vv?{U=nT>jHq@vcYVfdHnjEE*
z;}*%XO(rDj7_eFbW)tpxr9c2M-=(H#$&$iD6$qsLe&DFEGO%V53V^J_TF|UiU^WXo
zU4G2xT6*e1nYq1IODf`r!T_{%H4!B~KtLwwb^*l#Xa>Q`XR~3l^H^*)y)n0%!H{3c
zNK!j}u=DiUC4*Ty9NEZbVNDdXS^CSUbX-e;A5G!LWY~cAP$9s30|agWVXbDetnHYr
z>=ujH>BM_qgzOcI27NgBSMldVq~9!T#6m&5nCGX*3}B}`ArJRAH#d$5$($UXKRG)(
zJua2OIjn3H3)?%}$HyndLIqMmMG+y#-SQT^F9dJE6Q?Jqd%JspAu2=K{?YEv9v*v;
zt*i?-i|{Mf5!T3U1L=x{g0x^$B!r`k;gbp^0+nmo9L?R?6b(f5MHW!-$TpTXwl?@w
z>l^%PAt127OGa}S8Z>sY0yzDRtwgv&<EOUl#q(#d^xbwB8k)!D!sqWGYHBbCyc`S6
zp+GDWj_Fhylg?;{HYcwvAEhE0T{*%<sX_*SS}PUHXmVVf2P`rBXz0;k-=J1w8t8ij
z)_!7S9LQ=<NAF<o&_Fk@_4W4-wKNlbY#JMSG~74P-PYOF)=AS)N9)6`wyxHO7FvWl
z+j{Eg?rCmgBZ&vBwyK_n$9uPK-~8kg){eJt++g~uy<hYDKloA2ox9*z8|oTsptjal
zSJ<jIKfQb7<C?oS5y5`%AO3^Z2h~kgck6F|diRqb-~RZcnp+sas2}>l&ENmwosWM~
zee=f5V2^Zmv>(oXO*N~-)|%?(d-q%KR>4zkzH_&Qu1N~DZ{KgceHWRlokV19Lwj}g
z!|G~GU){A2`dc8zK4__Z(9zJ?^58*FM`v$q>u~48p^lD8SoiInlN~+Non4FlgMvrn
z`^AILo>B>NRY;YB&X`$cmMsbelQR<ogQBSkr@=_Q<I{^509UsPoK|x_i_2rO`^+}{
z&wuxKfA?LwwSRxDfA7BorHucJS5FVh`w@RqE|AQPjf>{z<$`6anvj&Wkf9j*&}yQ0
z%xNQ7qpjEv=&)u6(`(dPg;<Z)RC$r9na9LJ8SQd1nUPXCyrI;+NhMbJKPHREY7Wsa
zi_r^erBR^~&$AyS4jI5N?Xt&wZnzU6mXCg$*J{W|{V|s@;dcZX<`fbg#BcarG!`$+
ztfd2c+gaiK6s$nE9ps~rJ6)K>T+B(EHY6orsug=bRBiM$x0xMfJYWZIRO!)EEc4}w
z=f|8@Eq>z{FRrgH&z@bMK6$)<uw7isB(p1k5Mwd2^VtmPFz8~~fbj`u;!!%`4t7iI
zTRwZkZ_3NBzIy-m&C5UhgKz%)&wuwf|KV@`umAji{_lVNSO5Ai{>{Jq^FROk7r*@K
zn{PgRc>m4MfA*LE?k~Um>Wjbli$DM7>#x4~+0TCUM}P3{?F&d0zxdhbfAWXF`0(cW
z*B?H6e#ssZFh%NcyZG|z@%1_A`|>%|`s32;%cIYqJ$`Yz`}XSe&69&ld*jjOb*1xh
z^Mc15Zohkej?oJk#mUy%>&t^nx*&m99G1Y>zrHwT^9Y{e=kJ~&mt7xky{hahH(^j5
z6*Fun57*LXo9m~gb#S^&Qya+`=-B=BTqzB1B6GBf^FK$u4!#pC<xZ6Xn|*mDfeDIE
zY7+G*Dr;dM-mPMVHt$~xdkRs;GaH_+Y|y<$hRtSJ!-ej(7gJGs@~)nIyLJt@L8O9C
z1rq`10qv{8M70|sJw?n~rZ2XT8IP6OFXb|)-8RY}{TeCFL@~2AY*a%Gix^ZHN{c*p
zzfKJxf{)LDWLL=}7K1|~a?8aby%HtOqf>gcDh9bIBA7`NFzM)gEU#q>$xwn^B))pP
zf&F8pxf_*sein9wO(8^u0TEA%5Q93jRmLX2UP&n=oK>q*g5y2z0w_w$&$8F3!V;!j
zoS_{O^~|i2hp}0k*wCwp^ilvp5(I^cY$N^3Mzx%C0kAt6tStqNSGW|V!s#iaT;?)h
z%Xd22vXN4u+8M3MZlj&YLH?1a&+;Pq$Dq{=aRrb*W!BQUISqE|=}BB+L@61)xEaeA
z=D2Yv=4NCwGYDCgdh4YHtw5k&n9~UstO^-5^hk&>?MW~4L84AOs@G~bl4g#um?JJa
zCfrc_;uV0ZmOUf+%BaKXGjlNxpUs+2r97+!?RGF_*v7PCAzx{jRjERTr85(YuCJ`{
zMR`nSW-!`aLE+(%sstf1xF7Eq3)#cNJ?!zDg*+sAQh|8A68>O5wX(i~IV_opr?NP#
zR@bn5ZRXcpCMz5;B81?!_}QdC*5jZI(Stsw5K971@;f%>x58@f^oRv1KdJ@TFN{3|
z2`ea!3s|a0Pp&R1$;L`acIoWw_&GlN7th|jc}-a)QrI?zuws$7pFci7W;!fyU7TN3
zh!kb`vIT<7XQ#|*o7?3ba9-dk7|D?DAmP)y4Zn+$AZTMDzYjwkb(862s#qw3yQiNh
zm&(Fl#UzF||8V~}pM$%W*e`GIm3b0WcBZ)QgBbX24kW(S#7a6!_?0LDnGYLlP&SbS
zD*y10|M2bmx3L&@xyVY2)^Bo?kyHY1e-IVU>+&dM3Y@bPd}x(wo!Wr?ULuy^W#vQ+
zeFCTb;{1|UXBr!y9_SsM7@iz`G}hPMH`G4_dSbADu)XzRecc0gi0#ddZH-Mm?HywS
z16?gG2wYgddfGbLn_3~>1G;Z(YU%IjMhd%oyK1O+u;$MF+c$3A`SjLJOj*rMO?CAT
z?$-eRVkudL{B;-k>)ua(_>XS><fB`k{P^ytKmN%N{_!Ut{pdl}-AY^J?Hg@%_c|X`
zHQv4T@$da3njdd|^uy+wdtJ?S9V|HS-)gM7_YkuF&6`}`1049Q9dB3WE(Wcd8#i03
z>l*IfZ>_3ss|KuEv3Nb?rMj+*b|D0}s;b7SYC48GTU!UZFnzTSw6~6ScTaySd`)-v
zO}2N=b@z(LCSPBF_WJ4D!}3Wcl23-#bTW-_dUk$fY`lMPYH(06HL<g?{r2^TH!t3;
zuM`1bx{Y>7;cla4HJ<*T|MP$Ty}zG-e}Uhn@4#Bj_58^-9noHAP&hAGoSa;moK!3e
zfh9Vz!ule|J13Q%N4-n0WC3Xf>xU}?mX=bytdUnnBgOKfMkXTTWl*Uw;nVvg7El?C
zh1fuEh)Dw?46v|Tj}b*F3vk!7>BuTlk6~1c?FI$zED9O}Y<7Tzo2Y(}Bz;!2uYgrc
zu^H(w`mzJ`aa(kn<vBVbpl$!@um41}INRJ%zfmaooHm+?k^u_=NvN2R2Vv}6v??H$
z?0URbEwBr_LB;-2E1pw}5FeKHie(S>^6ibit^EF0ez%l8-NP@N-eAeP8YhcYDOgHJ
z;gge94|(kI00)1a&#H4<^ll42e{(e82XIt@>igWM2Rq+<_4e1l`sUAm_nW`?H-Glm
zfAd%W{y+Zv|L6bxue|(^|MA~>!t&>T`|tnlZ~yDx{q5iW-+%dU|MkE8v)}#V7hnIY
zKl^8|o?ZOxt9M_%e^Y^rW1c_WBk%b5pmesk`Q&ix!>g-be)abAmlt1tcJ<TGUwroT
z^!%Xs{^gTzKD>Va;=JPaKizxx{PF458cW8Dy$zIf$g9U2tRM@(D=3aU-&uclyz}<S
z$<_WQ=CP-zdoNB8aJgOWZ#~&wzXCPJK6JZ$%pp9NDJH^HY~waYO*k$VE)VyhM#kNa
z5~b#Dn^jIV4<>edA>u;;E1;9QD~9$}pDj#zP{@<^m@95Bza!<bB3OB~a#XKkGL-h)
z^NA3)AlyWh#<0%A%Efq=4|y57)|kyguApAQhvEbB?irUUVp37;7_)+X(BUlycaj6d
z>UAWodap|4kPAEtaX_oc1$?=X&!d)MK3@&`!&tLavZz6mhUXRldT)1WXx7%yPsE1;
z{}s0By_JxoBf=7p_#q7lI#mjaWu;3<>Cvmxz<KFz(6O6SP!$w+T49|zD@J;~mCdzA
zPS>dcjDt*KRY;h}QeHbloressR;iN+Y12me3DZcbQ-wWNj|G3b4$P@aBC^pwuT{zx
zW-&d2U{x+HAWx_TOQ7HpY3bmmR-4qYcwx>D;#{Sqy&C)}iW84?>oh*2o&gWH|IE-3
zE5ew|MStSb#JG%(Y{4S%e3f94nGiP@1bc%>V3LWZ2KwN&(h;dzT#QoNC8Z#n0&$pN
zCbLY!Xy-BTMJbv30(Lv5Fa89r&fx_vJ@pV=fJ<k9UGKM8a|sYFZkNHN7fT2)Z)7vP
zJ2G9=iyj4L#*py)O-d#GL4KQ+SM&&a_{8)ELctNgk8LJgQRW}uVC0L}G8tg075r8z
z35&IW>pU7~iw9yEMT^8Ah~qWP=+P)Vd>DgB>G4PuQx;Vkxy%Z__Xzcf)KzC!F<&v{
zoE#n@Pf^7PE_Dym#LgB;%<T$50tvft@NKjc^8hc5g4<gRO&LsUBsaGZsY%K_x!gh*
z%VqJ~ljJ1Xe6UNhd4pod(gxhH^6E;4xeIA)pV_RmlUvD0gAvx9mG@rBtY$JeyHM&V
zDq;-V$it(_@0QCr^GQl>up!N_1ERqOMr8(HDW4Gy4R(FR=VQ5<O;AW1i3CFwiW)RJ
z{DUS8Z(7~s$7jF#^`AU@{sLVMh$~_9Ofvna|KzuXI!#(VzdN<KZiT|F?G4;<Dydqu
zBv_c6Qz__ygY`Q(IX0$IsU>3M&zZ5IiJ7svzMlS}!J)~CiRr1y{_Y-p^=-|qZB5N^
zR3C!0udN^K?(S%*1RfE=+M3#G?^o5qb9mVMu(|y~O*PV1brsEz75S_BJ_fEEj9*ke
zR^7UN_r|UIyZ0Nbs~c<Yw=@6*yZL+n@PE1W@ke)Wd{j$4_7DCMNL7-L&DD3Bt8TYH
zxPKqi>Wz=*NBV2;eA-xbyQ8tT?k=9Os@4ZJE%i0659-=5kKMb|R#V+@_fE~HH|uWl
zj#V>{7$5r>vD#~D9@f@0-oM{aRaIfy*EV$2)U|MN_wMo)&CSfUH#T)PH}$qQ4|QU>
z9~|!J8h+S0+1)eI(LLMSubf~0<=4Nudi*k*EM{VPk0k(SRWLC*g9g~uLr_69H*xv+
z>Q{g8TjFNxt9UVzVK*%m376g!4@Up?Z~ykYbZh_qTL0dE2a1{0cKPtx)AvrBZ)S3K
zae8iPYK9l3P-IbY5O$pG90nY2pbp%H%o<Mj?DeRqQ){^m8BA1QgI<MxkHcOiUN)!|
zMy;BEK?*af)VM-%Z{Rd0FX_j+Xw(9spry>9)@WryFcD@P@^CT(&XC6u@`1TFcr5aG
zz?g}-oF)vB5|>^P##zl9WJ0roO{MgY{_yAj+rRra``e|4>ighci@9{%Z%+km#3b2h
zM#-_8bXIPxeuvKrLrhPramdM%b5<`|)JvB%k_D4S?6Bz4ae#*#Xk4kdFBY)#$Q1mj
zT!IBdF3yT1vzgCQySqx~T|C66$V7bEWF(i07qe-CiwD~!%G=U#ghIa6cz7imq!BX(
zy(%5uTF>p3fJ3ejV8j6S=H;`mzIgx3Z@&8F&%a{U`WOG~H-Gcj|MuVh<)8iLH^2Jz
zum9w$FFt?s^687K^Phfr`}wP9?_XZBh<tLi%~lcB>h<;6+n1MLe|You`Q?{yUw-rD
zo9CdJc1y1=4jIfodw%xx@&22qk6&M&oPo~R-F$jVC(-)L^MjM^wVgr|B*pc?_T%j$
z1XnO(JGso^dbToUtwICKAFO51N}HSM^iDpzvzE$5JSUrllVWjab>*P2wz-nt-vW~A
zAo7;>c{bt{0PBdsbE{iVL<;f9YQP<Lnb+eH%wTD+jk#+x8RE|ngNH^McbHb-OW@4+
zI#3o*j~T&=<OI>vK%}x0WYd>&Spi1`wDOG07PnjIwuT5nK$3MNPI$@+QMXtu7EnR8
zil|YI8$X6t28;_yO0V3E2O>t5SF239one#CE?%w-W_qQcouEPnfU8n7EnG@C05Z_6
zBf)&`)2Y(nBNR+fQf%iC<+5QfqZIZq?DtN!ECcbAna#?=QR~%VSqIxC<LrTH-=$U9
zSaGW4NiVI3a&V?mCjeL@{wuW*WY9GJaC}@83~>gqYGgLpcP7|$QiEI!1dJdgqnA#y
zJUcQdm>6?vG&mj!iJ&G)1p=*1MtOvbu&_j|6^ko9i6%<nwHl#-x@~x0l9_3OjVusd
zdaP(Z){ZK{ynJyUU_ROxa4-O^IDxQ=iKfRD3$vohQNidV`Rtq?PQFaysg!67EYt?^
zok4JOIG}dYi@ky;$>k2xWuw<)uulYn3HYC0R5&ZOK}=RmL5Wb<ZlDa$s8=XpRmJ>1
zuhq<0MWI8`<>rxC*IdLHfkhZiq{eJIBgNc4%;ca}%@$bn@WE)x&XOSn1+!T=1}Xgb
znB^kcD&GF>;>H@iig5t(v{#37$vEtIOjaw&L^ch-)R{{G_;;{&M0{nr&w7**4h;$=
zjdsN{%fteZ`St6oCnOfHt}iam&oFrH>}*#irt<pf+0kPXFGuiJ2_k1<Ydk(bIXc)U
zJ%A4%8^7P<M&M$QJKWm`5CNKomrbr}m8q;m!Q@W4Od-+!?m>BT=Wy=`V;Bqxx+5c@
zNIJQ)zq8L+g*7Xep&~OC@_Tb+Pf9$2GE84=Avg0IN4tl`?0R`)^YmyRBOG*n){eB%
zVm2$6%3ixG<ntnX5u#*)Ytrdnyn20fd`y+L#bn`Jo6Tlly?*)p#nZF%a}RDrvn82M
z)2M;LUWB4QF;$5@3dN&CL!(23f`vs%<@J#XT=pa5FztnNf`zG>p3aW3k+H$vzRs4`
zzRs@xuI{#$mZrwWu8z(&W-&&x#^&yhp7GJi*2X4^vpbtR8fu#m$C?`+@GxdG>W3N|
z8|vz6VSnBF$xoV@d>%C5@T$K@7xu?p?af_njkiDf@y#Fqu&MeMY*jR_8$bNv$3OhN
zPk;Qws#_n|-@Q?H`;(E5R?YG>oc-C+-j2q)y1Vyk@7)75*4j|l-dNw&+ypG*!L6Ik
z&{;qE1ih=Pv0-AM7deaRtK&ia!@62f_H<Bow{>(hwlr7O%+E}PLeZ7gA~gq$lD%zB
zgPrX&qob2ULxb%P$GW;Fy1J&id&W9C-4^#RzWU?6&C_IPHR4Iwv^KR!K0h{z@HO7w
zKi=QFF#d?~`~7DhP7lu4S2owu>*f45H$jt34n^d@{Fndo_x^tV{RMuPz60faF&WQ)
z`S~|NPiPiO-^9$^*yQ5Gv{EQGD>eMq-7jqiogS0ch!+&Q7YBSy22kr&U?G(%txO6o
z5*$6^l^w5_T8`MIkuB@w0)s+m;Ff2x;HTw<P9LL2V$my|W*A?nVG508kpQC=^N)*h
zD*zAQVa9Eujrk3Bv)o}(<K++H*oVntH^P^28|4Ks>|2F>@MIe~@%&89y}KE(PEl_h
z_?J#$HLKlLt;47zK}L-cWK691P%gR2T4_gHnl)m`S4&i)xp*YNf?;hnxyoK_b2SqW
zQ0fLj0*n_&=Y4We>uV6PuP!cD66w=@B8vH=9U!cJE+CT#m5Vt5KHMn)iLWJt^pQNF
z0yrKhu0&U2{<TzSGnY8rDnL~&W>b~L#ztWcV-<(twe0pf>#yKSJal%n^XGr|&wu;d
zU%!9**&qMWufBLsIP&Pt_34Wzhc7M;&vrIXwl~>M{^F<azk2ubr|({W`Q`=xPR-<-
z>x;Kn$4^hUUcr<&+WG3;i~aTN^OJ)oyJfnHPPXz#rTpH;DudbUCr7WIz_QriX3tnI
zGI#CgnXIyGNA~k{5|x;;Hj>HBOmc5MyMoU=8oWR`SWU0T!jv!_?3Au(t2{edPsEVO
z_SRMyy$Z2lp6M$=(RQ3{BeDFg75w}utoyu))g)`gl*6*(b!=tg#Z;`clFBDz2p^?<
z4muXah}iO1u*Xwg;IV^j&0yuS=o!WcFjlsZj4qO8toT4#!{}W)rC*~6>D16L!a8}}
zph%iEL5;+%6lQ&PsPzu`R~khU1_j<QsW9m@;Q_PDBypRW=pqUjaETx)C55C83lkmd
z#jwSQ3!Nz|<#*=eAt3f4@byL&zAp&lMw!^E!cH$hF9NRR&?*?cNJq-&rco#q^HU&E
zSje(TB;kl9o(JH|GRUNO)SY^rMXkhjPoF#VRQy!zgjm&i3|ht>Qj_?&mL^7-zA$Uq
zxVZ|K$V&>QCXt?;h{r;qVsUYCd_pY(H9rRiUn>%N&F1B)Y3cktdq(Brf>t6ns}vzl
zF-oykw8UzXJtiATtY0h~xnPY*pcM%uGvn&TIrWl2G&v<^%PAG|8R?63YIQE1K4i0D
z`eIQC0X5{pGcUJQU=+kNxeU4|oHT1&6v|vOvCDj3$a`#dXcKf{uf*b@9>N|MO%RmQ
zd#p%jj)0xrrH>K9VKM^)O!xz9aahR|w#FG|J$4tM1~!j82TB`xn8kozG4QkT!wUuq
z9*WmmdIk6cDi8&W<PGEg08QNSiu~n4<spth{9=0poLDlGh;bld9!o}}XiZE_6%h)@
z+DiKT@o8zZ2#A%@?&;IZ>+2^kUp)t6hU@I|`ur5w1X<(5t(BE1=|+qPUwrxDfVpsY
z2gC$$Fh~^a9HB#Om9_vxWa2TllZ280Q?LUquNU!&F^{p#WKoFy3}+fzTt2&2$gd|8
z$)G=2$kJ_;Aek5n_{-(;0VR^Twf$`d!NX#%K){n{UfAm^aoMX``q)E(@a6_jqjbne
zk8O|*COb`wP8;xgHa2Ph&SR~IEfx(2!CJ66JwHEX27B}N4P1{(&A{OS<=bi%)g#1-
z1mGs7MknNA>FneTuS||i%+3gw7lk8z{gZ>kQ^TW^BjdwEqk|O>Sm)5Ub=%#Y-Q8W?
z4RsIdYwMetWWF`n*H_ozp6YCFt*@$UCl(1n9xg>qbyr(keN9b0ZQHkQK5S~JxqYkV
z+pg_z8@KP%`PluiqouyK1~%&_ASP~A-}<Df`rf@8AJ^Z%S$F@F&gOd$8*cZv)no(a
ziT;NjO%H~;9=12s-Me|SuIhdxOtGrFz3nZ-y<Irx@BZZX`|4{t>*^q~HdWuB8t(6D
zZEnI9MhRtIO&c4=CjMI2R9!PZG!TT@;&KX?gu+EZYklpb&WD2!Tc;ikGPBK%49)cS
zjdylV_4Ew1v~Lv;zI^w~{ms*`D`HmT)if_m%*>8WPCOb$TVp%Rd#$bJDRVg8Kil0n
z`10*nY=87pxq5jS?d$vL>$^1Bd>5`2V=VpEUw`<i+v=JcnVK1$oFA`DUy}JHi$=$R
zx0quql~Bu7>=x;H1m`7R7Sf7BRf=R`+NzXtClW5qC`1buwG?}mgk!i7L0oRtB7aF7
zxNr@Ybih}L``8<b7AHCHyA5h!N)`HqR^hT}LM{{7E-D(WfW!mX<~2sGNUs*-pSNn2
zQI|Cna^_S1fL(pKSEA8}X@^)8m@l5!E{lGvuo`xoV}3GI)R$<Zeh2G98iq0<FD1Bs
zyOqqoQ?FDAXp|6er!gqS%ua;m*Rn~B7dx0W*qssd+sqy8Y|zqJT+JMAZ^T31$HzyN
z#X)iHpuCm}yYuPD*?xJa1XY48W}vu+##PvWhD=9fF14LcZLG%V16!fTFq=5pS@S#f
z#nsqBDYsL^Ll6ZDmQTfY*0X!X{OR6SI^x4Vy_H{m`}*Z)Z{B?V?kzahXP0Mho?cMe
z{r>qCGS^SvzkGG|_|5hChu6>EJ;%;ZD>oF@<IBUHldbh<rw8a`FP|J=9Fz|?3mAwm
z_DhEwtGk8OmzR%UT|eI6%w3<c&^$OU7mkX#awfi!#8<xp{`<I;hf~2_;i$BJ4r!7L
zTg$)~U5ogru`E^Aj`r1PU}Ghbk44DpAC)!^HrDpQ+UJt_SST9~Zl&U79C7JbDHGd;
z3Kt9Hqk&R7R*VH!{7ya>QAec1&DC@^87pCK28{$6)#Jd)k2$|G>VT!vE8vV#zX-en
zkt*q^#2#UD5oY{$|7gfE8tK*atYG(w=#(+N!Yf~<DGHe@8}JZOG%PP#go{3<BudjF
z7R04_n@mJgwnrn=EzWwV#`f5aB7vFNLn5Y#hnd8u*QVfrDx?5W@z2BWLde1chBu7v
z9$=?fq1d+uDrJsFUYsha-=GFnLD3HhNBs8W8QB{$JJ~e~3|ed+^%AiLu&`0*(5caa
zq|`u&gkT(S*He-Rq6JI@krOmpq^<dpVTE8Z?4&-DhF_*BrEE!PQfVz}twt=-OSzja
zn&ol}c1qzgqnB)9Q8Y8lASaxfWJ2Q=c8(UM1l7zas|1I$iMT;77fepfk3N#l%^0K-
zL^HJjyoSVYG#Mq5x#6Mt;XxW3%?gD>N37WCF`L=(@uOVcK+R<ib$O}w(rBQHrGkMF
zWjB>N>`*!ukuELpg`~qF<g%E@O<g1QFgoa|2f`;$QZMcgaX|ChIW57^Fw#sB^|(`5
z`oj^(42%)<EmDNd0WA{nV2uY)u~pt6K6!Aki_xjD21_dk_!Q3-rHAX_Un-S7oW-of
zo$V$QBTzaKiw3;FBS7MFNi4%N@i@c@5T?X5DJOz(f4IBDyF;!Aj&TGy28h||(evk5
zmzNhWU%ddTiY#^xaSz^X1sJ=zzrPJv79<$`-3R-7z$?BTy*8PG2m&BaA$g&+5sk#Z
zwzs<rSD#8F3W=Eg0v=Dr!R7N~(_+a;S|<{WP_Z5L2a&eokqDeIF!%@CyKum;wBgbR
zbhB03hz7!>BiScH+Gmyv`g|08ry0Qf1S5I=S^3GbQ@feqR}<k%Z*FCU;1Z6r&%gNa
z{)^AQ{@K@W-@QFOJAMB0IbW39?bN7MN{L)1Q7j9@f(60y+~V};#KQFK^!T(`pqQT#
zObn0rJnSAF8tv~Hn4cC5_C2C(Xn1g#Rb6jacRNjwz*L)C+M5x+x|`}rLAE_?ZtZAk
z<sUmcI{N$io9Z60h$PjBQNOmj=I*Drs%`<4_@wskeT@3xCfHQ6$82qAfapbuc56d@
z?cKW{|L`BT*4=BUzIpSLA54yPKI&`IO2*yBC9h$r?)Ht2#-{#<57}Q--@SSN_RTvt
zK549}9_ntNeAIjY(@#JB{oiY=t!k-;-Fk0g_|fvh?8u`bnM5?iF0`%&rhV=0+tZ_C
z3)3@QZLO1I!-GAYRX1<;c6To?3TUkCX=!}a)jrnSwKzIF)z>%N_HeqVZ@gy!pxx`I
zUzFDN0ye*cK2ou2W_V(>zkjHwtN&s9<X|7uS2Dix+u#1nt>XUsS0AoUue4I7RwC61
zg{!gT_r9<1!bJ03x<;JHKAY>;zxW!K^5pR3^32@S@c6>SlypI0Qt4;`N<~tI)isS2
zmMO(SGALMj6_90RrS?%lliiY0DYkNIpPz-KN(53gzW}2KRJF$nj2rZXmTDDBf<iWf
zUM8@pB_@RsxDOf>M|+%9>_2ee<1ML}mPwznF|=y~6{;%j!+ICDMYARou*AH^fJ1w@
zxBi<y{YBL8ig{fThpwsW20?5<mtM0v>@uZ7u6#P^W(r)I=1KrvuJUV?{+FP`q+HfX
z7d6ra)+AcF&||f7$0=Yh-`}DEB^M9GypFYWJP9X18s?OJyjwopDxU0YpYCq&ZRSq*
ziyOJbb}<WwKN@o9Gl@jlmr3x8G;*-DUR+J=ZsxY~iS?COVKrUOubu2}?UdHa#SG!c
zgK|FMvzMSflyea5&v#3OL||hzdPv@IXA=e#5&d_sU;fcAzM+i!>hamri*wYi&#o_i
z`WD96@fQ?9J%2)15fawkW|rL|Ui(X!+S{8?sNt+gWb0H$KHeoJdGYM@@Y&h^<Abg9
zqrKDJ(wnDemnYk&J4KKbG-9tt{b7d*l?llUvwb1v+XwkoT7we5k%=QrL3qeT0!K73
zaol#=;|>enos8eR67cb+jZ_#?M8;<WE`i=fYu#afjg8A@CbpGL<l{jGutGeT#g?B8
zv7KB`#@5qOZtcj4>yXk@aa1Pk`f0zD@E}wNVu{o;u0mS{l<Ef6rFSc(Gy#>9fsEJ2
ziZF?Og<o)f#;`bRoS#lx4IvCyR)b$D4XPFR>XEbJc5{I7!)s+JiR&I|%On%vt0%fh
z`D0}xsgMS(CX#^kC;E&!%6Gsxc%ZiW5K5K*KfKE<TXtx1e5rxMtCto)b@|P@h{MDH
z=1?oyLV}k!NJM&xkcU}SGTGw1YFR)w(56+hTXYcxUS2{$GArcFMU*z0l;qGPO5w6-
zVO}psA696DOIB*EZPd+c7|%#AMqIEJ2;Zt@i%VLO#BDUHgd$WglY+TRK`$~cFCK=r
zES#QJ;i9KtW`0gBk*XyU@%%g>eQ?C`r8(vD0uC+|C#RnHq-K6(1phDt7-}2PbE^#2
zncbx~V)7TxaH^V<F3f90!YHuQNYHLI;gVtsV(*WngPT1SLU(e}Mp219(p>NNlF-B$
z=D?U_GINp0bV<fDmn-ZGL<0frYEY8mem~7YJd6(;bh^06m^YA5Wj5B<V!>cE5L`_p
zLT(2sW-=@U70Cq><l_Lu7=~a4h&~>TmKcCgO4F&8cpU5%!N#>ziZ&wH6xmD~&lYS4
z(znz~9_?=9YmfLmjE+dEXiyAAU?`C3VhBba#|A;j$7kiz=EajU2m)XzuCA}}-qW6q
zmdDq-&vWPO2nfvj`WoJS!jha1h}a-cVWS6_&l(Y&7uSEhzx(v+^7Hp^cX#Of25YuW
z`i5x`cIy^pV;k#xFl3GoJq|aaNQO+7q2XYt;uEWA-s?xZduViQBm+Kgxs3Ro#k~(^
zpW$t%Tyj_~xY|IR@w+GJ_uGtSCjnKT7Y05yd%rJ;$d^h)zW({wU;q3YrY|P0Czt2M
ztlzzVS1NC*l$r&4v@zO`PtMORjSNqSmiUnqhy<cXLnCk}gbUK)!SRl^?%wV}MvTF}
z;Ya-=Bp(NR2fH42(K-b33+_ZyUERZG>V?`GYa4qzdU_vrcD1+nc6M}kJY-bE5q9gw
ztqM}L0<>?qf9Gyp)xGN5x3SsN3t4^t9^zHi?VBxiRb(4sZ8g+Xw>LGkKB#(d|Hj1N
z!~U*jk4+V1ufI5|6pk-V^bT}j>xW)(yZ-)NuwZrf?pEKr)lgmC-_cG35s^vEV4aP1
zZFSX4vvXKlL_*=@#JF6%JUPs}HncZ3NS6iuU0uNcNv5|vsPArRuDf%qv!j#fL3=}O
zcXRz<M=SeB`n9L~2L@Z(N83A=C+A@N-~@rJ;{-)4R!JAc6Mc^cJKD7h(da<m^zftc
z!M>w|qrdq-{^Qxn^&kHHk0ai=O>0psi8KPyMrP&v>Fc{R*?bqSRWOSjWcvC0*Jho5
zYIJ;Ve0=KB$o%+}bbeVcXBlDVj$JMkbxP2FI;{-hNCkx+TNj&0;H9|k4bZ=YOMZqP
znFu%!R$I1>C|hQblbjl4%Nm)0LhX>lgye;J-fdJdSvm9yC`o?1(PLGUM$E<m{dipl
zl~pUJ#wg;pgxE}l7~ymno_%Ju&#LlSl}W$paCiOr^{LNca%x14cYoq{IalK$<bE=e
zQMVx#vhk52<g3JsxV_NCz_*47uIMULAI@ej26!|l^q|+h!FsWnKj9n<4*{KrF1D2v
zUN0i`YtV|q-coMm-Sg`ce6;y=ChEy&B0HNXIvymiBa9)ric5ckm{TJ1_;?%rC>it;
z5aW0B!B&Y@q1P`iPY<`BLCY_$@Da#1BB5<%W6Vp>IQMU?mR2LLpFT!XqnLPaqi}I@
ze0dI(_4xJkr*E#W-aNhh@Y##w-6Cy~kNKUyUA#EhI^8Q>p6s9OZ&%1*hfH6k*H@2G
z$u3Wz?jJFIJ;hpob^rq(68`ns{*&XaqjK)*cxOEm-vk6vTxGq;$OJ}plhG&{u3#mS
zkxUdbbEveI-B~YeP@_T<u+5SSc%i=IxygkB8JBg%XTwFm5_0DvUNkfiTcuQz-QqTk
z$)F38LpJPA`Roi=45_Q(KrRv8-7L_=bauFlO>TW9l@0reC~|KGTfzFztx=@x25|S=
zE3q&_lTqc<$WjCwVY@jkc;NFv5A&EqCJO14rp4KSN~W0{iy5>)C-jSR9*x3J+vwDo
zOD+n3>k#v4lxzuc38q56q|Ze_U?t#9dOf(=O$wQXR0x`_M1-7WRm!OiA~pz*f_SD6
zlj1ThZwlU2fq)scM(Hv=+BTIOFIK>8kOA6KD_HY^JVoGQEhw6qRxK|hVUbMK%S2Yz
zlq!a?%C?d5hQSO82(mqR72(_r(-)yd_0l4;mAz82Etk$O*eFOf01)OtAT=vwh+sV4
zpi~$c)g)rc!aTwkm(2@nN4kfU80iU4()I;AVtGj|TIO8{A#*~}@MKh|QUQ9%HR9Q6
zHjik1irE>HOiCP*y`;-vv}!2$#!IPTgSj*@M$J8~UZst~?haGWYK{V+aKvde2OLhA
z{A3{^Q6#)xR4goBOsaOZhUR<HkubO_*+x(hT)$q+BuUQ&a~j2|K?h)eS1!(J1G9lU
z6^c<Bi+h1`Ln^8{g~1Jr1%e^3kF7n;7ciMoiWvN;u4Yvi3I=1r09#Hh^h{Z6>2xX-
z!o3gEJ`o0hpIJ?&@zXOAF@QlN1L#2Dk=J3jvLU5}XbW))bXPKlAa;Fu3CN4BB8UkP
z6wFr)Ki>*sh-BsG&#qrQe+n{|^2Kd_IM>(G$@oqgbt{j`RW29#tpHf8at*OaA)jaG
ziS-McJva!`l}vY~&5cwX%6$Tg{^y^6wo@v>G^3J|X)2QftXk>p#+c6m1-b>>RXl(`
zWU*K@x58WVt4Um8?Bt_#P&&+JuhSI{hAGzu>V>Y3<Q3wtVYZHb?19goU4H;p^OET1
z)7|}DxHo$Tdj`F6c~L~6!R*vDnMb;WCMRbUQpNoAJfI0|_Q1b}1_%542EcaBP0l?U
z9PRDm^}*h*!4V$NH`vqONv}{(XE(}KcYDWh|Dy-A_S84gD}<2su&Jq~zJVZQZFMcA
zFMz9zTg^?)EFbIc--Fy$TZL*x=i{BKJGX1@-tKH^tp4=lzSg$xmX?~^pN<Z+8{~5i
zJ;e<I$>NxDd3?CHo$+R<r$aD>`Rf7OMi><LKmC|hW7~rVb7LcH6>t3L2i3PeB_`Qe
zeQ$R3k$7owd1+y3adBa8h8;8_)gm>PLwy)-$*N2Y4)(USG}qkk0C-V#dwOD2xHJni
zc4?BeWA|uZH*(f!SNBkR$Mis-N+|vO&Chl>PwAxfnEe{DdTw-zjQ{vRPde`D?`&I`
z7@rvI-P$Pqr~mYy|N5`~!@HMXgxztYLa!1?G=k-w_563?e*XP6ewV%jDv1iZ{2%@F
z3yaQ(Gjn!iczkeVc63rYFEA>!4ud)9@E&aKsby-cU!)z`r(hmt<zZ2Zh%Qn*Bo&EF
z8Wl@MtsK6Do@}C+z`IHXtDC+dtwf*}&Ku-Ho`!av3?Qn<q;u+IPJ`5M#UvxgEe3;&
zz+;^Cy+!M_=))d&IuwX|t@H{7+$I`37_Pvv+I5(4@ajv>j<(bBfJGx|sJ;~mI1AYr
z)z^t2IAUYeYYn?CE~>rFWH#ktm!XjI^S&lIyCFg4A{9c5wjzIl`C7|mPLGd(b(hyx
zj<!qt+gmuDl40*!CVoahKA(MY$=I^Z*5M3^EM(s+t)YqGy*l14ogW`!!r$J=;<3j(
zvl0*ISEwe>CWGOFt&QE%8V;>}KoHN)-#owEE3Z9ye2Cwes_y+#;beE?Y=7f$BfFD}
z<sz=5t-@Ae1=1#4mDlk1Pxim~{2j$Dkn~?ayLf!akvq4RjBJA8%F{u)3#0-t#nst9
zokWlK%DcriPS=!|P!oAnUgvc<tFN$-U7gb9eX_THv|V^{b#@AjyO<+QNx9^1K1-(^
z8)e`gu+;eSsj16l68rSXoStN&k%ZSn&M_Yj5iLuHy!lvoGZ9XDELkeE^DBHDtY4b|
zk6d;hkn+1x&rsD;UfWvCpJR?qMK@QH>*@Ff4(FrY)BUY8$Vvdw*f}PnINKvOb1@Oy
z1alGe(CwHH)5+*2Q%T@)BjU+8t&|+W1Y<ktQiu_?GEReECHBiiUWqV*m5aK&g_)R1
z2M);#>3eS4AXxC~H6~V&2362zr1~dAD9#GqOHc3+JC@&S1~e+0Uo^?(4vj)NkFq3Z
zyJ};9CtQGF57@z})6fv4`j!J`lnB|Xqae8ujTRThGt-0$4Puc&B4H5HNkm9em>!oa
zGuWbJeum;LOzhv9zBF-QnpTTLUqPxej4h6j%N7@z?#LmMVT2dKlL)|<oJ=AaVKth-
zBDxvVln2VWR)vO4fQ3dO20tzy5llQgr)J?O=hP!&52ym?g$O1TK){nP&)f7$L@+j$
zCWVr=Zb)3B=_wSj#j#QTYEi4EhaO257SP-@Vu~ZxZp>YkYcoSMfU&|(FBbC0!hvLz
z>gOzdJ>VTQVi9muVu|qTv#A8DvXIlx#09$r;~7qSzAaj*l(%w)Aj=2>6K&2W5?;Xj
zR%<dC0wuxg0h=Qg0>J8~R4AXxzz0i5qb`%BV$ru4Nf^^N#9Ns_a7QMQypZ7H@$C)%
z|NC(G^R#wZh@1Jci5TxlRW}Jozst=41L7EI3;C$xK#Rq;%bUzX>@?TcR@o~u1%b84
z$F;UX3p!N!9E-p0&5ep?Ri+Nx#a{0T#YkB3cef9q-XClo9Bv<Bn>^V+!;!fM^Zyhb
zj6Ei=&;?2Ck#P&Lj;So4FQ7;f&D<;$K|n-;!Nc8ccC2u~ax1GokB<~2B-PS72L9cR
zBBz;E{An~urjs$E);_x<mt0|!l?aB@6|!rLxi{qTCwSU9y@@DgleDqf-42h}$r3Y)
zYmV>FdLjSSS6^Q7Rd1KmnH86dB$GuWSJLvPl!zzCrxzDRv(xi))3bAvGsFEu6T@SJ
zg9GCez$6C7hez2eQm9Sq(8%B@npSHwF0TiJJw5HMt-am7R1P)P*S9q__V@Jmbai2>
zZ+=jZ0@l&e(bLgS4L9pZ_!8B3@7KUJZD?+)tz#Iwe+L4^9bET!ZnAv5%fj*A$3MFB
z<KORSsBfyhCtVyTV?Oh!4;gA|xMyi*NG6<<36`cuh6K~2b@y-A-nspt>K<VIk^b(n
z!M@sCHyiHU8hF^uX{5QXx~;MPQP0Eq$<g`Q@tNsym5lp~R5U*mb~z^p`v)Fk?rLwY
zMs2$fKBKd-zNO|~YwdmJ$leY>_w556ts^~M69av;mdp-6LIlHe`sVqE_0@9F9W%&{
z@+Ila@VLWlni&~LM!Ztt{6J^h%y1w7Pyf?@{LjDn)jv5uxO5m?YLQYU5bKwh_`UjF
zy03qKt>1<3fYa=B8O*=<>TBFtIKBjvQ}dJa^JCM}IqnE-2C1mCZ>^Vfa)nwd#}SI&
zC7zqDkcgxLq$H_eK@0m!tq?BGnk$vtQngg3l5<QKDWy`pB~*>*WnvW%lL~YyNEF=8
zSSD&6+GV!^4ifYU1BZ8;0i=TklMKga&fVM~f`}My3N^H7O)M-th-M~*MUBfvhNp|L
zq+BrF)77?HM*4E3V}WSU69b0ncZPg+!dGlb9VTre=vYg5{1k^PxrTXy0A`IO>@fsf
z1`NMelm7H*w~$S&=O93?^6p#3)e<sS#E(5>r?7T$czjSUdL8ESdJY@^(asiV?ln%n
zWCoA+p?|X|K{}#Uj@!ikcCoacW90|5{NiMrPa1K+iPaqLtiOJ7adp1Gy}7otS$O;6
z^7S=N_?@$T;1U~Ghozl-`okMKu?z4y`G_x{UA}qw9I@!)WdHnl|LXiPkuK<7<y^Xy
z%be_O?SW%`ynlYg@+C<Yi$oS880NI|gY9SM$H&{H$2%n~VV^y}py&JIcpKjrTh!~b
z<ELjwG<TnD7mv0vapkFp<|SaW;D@LFE}zYSBHAP=pJx;6587>*?b88&!so)~f^4-G
z3GS}vHnZu?TxKm9E#Ujgu54tIK9ix+G#&P=ggn`Zw~!1M;NDk4-SOkyt%L22!>vsO
z#?4%MBOS|z159p+Z{>7~ZD!PN$Ob@FIB6-usg-il2x&-|^=X@FGwO>&%~FV>M%8-I
z8Pv!EN@-N5PVn<1m$=2tKDj96c2S^X5eobuO$3Xk<t4Ll$sw0`wW_eq=rO4Ar6X_|
zB+CqwE|t=uRHR^c>Qof5up;Cf;m{}<w8B=CMM+8#g-S^_kPV|*E@k(MU=?yZ11=YN
zM&vSl^2kt&6O#bG(0p`qxmqkTE9HWjS&dAg7Bh^^D3+J`F=j)DiQTML^E%HdR*K8h
zQ(Dn7jnx#m>y@gR(GkwtD$%l8t<uZn;`s&mVSrhjW}|p<5rCd_eumF()u@re@bs|F
zbQu_>lscJMfhI<sghIwMOC#pf0q|EMlzA-{Fs*pWP?DhuBge)4KBh1EB3n@fm!Vt|
zE>28fA!g}G31bC(n#%%M*xfFrQ%U?zE}H`bGqSM9Zbc7cbx3p(I)v9|#T$SM1Zcsa
zl>4k^R;Z|Ce4>!U#!eHl4)zxsl+%LJ6?B<Qj9!%-rOO@nc-V(h__&JB6ABhq7^QU^
zxm8pihf&Y8$y|rQ3?CPhMkIt@7NlRSGGb*ioJUge=-O%;c@@t;OH67LSq&oD6^r>q
zJW2=l!Ojkrd5|WQeZ!R4E*F7}fq}sEb#{CJx{sYE`A3MU%xq*Bi9r%nBoN8)#v?&t
z-~>CRQ2EKpi<j5WV4c5&pnQ3G`S^$vR1qnRoWVNiiFh>3%906egVo{oPCOE35+kHS
z++eG?QQ_f7;%pmNP|31|^)&{wRazZU-k5LE=-7(#`ym$aVZTTCa$D?ft9>P%rX<Mk
z@pBA{`NPRD+kQtBzZ^)k5V^=$8W>t;g^ASb1aOF4s<%7b3W$kfG58R;6Jpkk^NZ7T
z<&1*3pPU{W186@pJ~clzJI^dOGtFLdd~_Ul{rt=vde`{ySog!OiE#>v#>qO4JYtG@
z*w)<K(ojD()bp^dwXb)usiCo>y{!${SLeWB*HB+)Uq?$@Lv;<I$i@eabV1U%efQSw
zTQ@$%561LWb@zTP6o~5kH$VEl=K8zC{hgyjy=Ytm9S^&j8>fKm^MM=cM*4du9}P@A
z8mO<jH`vuh+Oe^&7F$0BB$%~oZhqR=@?dJHYp|oa_SPp0)1!S|t#X;zVy5sw%qnGO
zbO6ghG{3mFwP|5&r2k=CTU~8iT@72v#_B3&u$CHlUw0qez137xHPG8LIylhX()6gi
zdunKCYG?ray?9aZ;_3U#vzLXHvfb#GE{f!fc#x+DIy=V(`XT|h%We|PPYranQZMxv
z|Lebd_u`Av>XzH=kqIQyg=N}K`Q`szxSxN2jo+p3z(%g%GCJP8`pT#>BE#}B)<3W?
zIxd=?wWuLR+Q>AO*9t+WQza5v;AXoVbK?^#iA=t{3<TBhGHaA@?<FFE0H!@>bA?1A
zm&g#nWkPl(5}VeD14Jzl7~~?oVu>uIQoP6r<TA(zi{V{~RMs4Dhd4W%O=^unA$1v*
z5to%U7F92mu)oLQvRN370ys|KMaY+Rl0~g#w!fnRmVPlu1}a$DJkpIq^wMde>m`kQ
z%wlA?vh$(b04=G>6Y4}uddU)mF}qRbG|S^*Z#oeM`L({5$Rr|ot~M&As*y~rLL4eV
zppFJ;3V!|k@_-uagWa`MVyCnLh7o%h4S<K`BF_AsjRG0QXXj@J<&Bg5O;jeWcp*x0
zq2I<b?yy|g&eK()%f-EC`}uM{d4_zJitcY_kM}m-Jb!X^0`tPZU(B3r6;F3JS7Sc9
zFR#zf{^_6o>ebUHFR!0`c>DJHf~M}`Q8~YrPhX#5%fEPhwEgZy#ca=B^BL}X{;L?k
z$}ca^u=HP@>_1^Id47V<cCxp5yuJS9a2sqFU*6Se#eUC+V-O-KP)x^*=>&>8n;2M<
z;Fyxp$m7%Fd=|oFmT{DN9jFL&ae5&znDiOHXE(pLUWsM}Hknsf)ASZY-3&XdagT%l
ziFvXJRwIY}QZ|i^znsnNZ;(!9*ei2m+@^JgjA4S=EQ&dw5F+IKsLPy>x*5P==_fsQ
zdI{0HphiTQoWBKpxhdZfEmHm%F{nvCT7^qVHe4#XQ@reu3M~>5Z7X4e&aYNV#z!17
ziC?2KqbyBL=$Gbvz`N8k?eaWWdu~)o$f%SrNJWuKd!vVP9ICDfkMM(GhG!xd(<Mas
zk<FuYZWh%mU<TkIAhF1_0NcTDF=Cs?LNAz}V)Q}*TNs~^FEQB2B>ZEAQH&S`!Ct{r
zLo_$fB9iU=($thmsg^7Xgfnx(>6xh8h3lSYnRIbU@vV5phq9{GjAvT8LbSLjTSlA3
zy06EYrCcV%vS?JPl)@!FfEP6zNug}1@-I3W371OvQ8G7!rJv7R8LouOj9!EsLk<TV
zhQcb9<}Ra3AzNHPI^!R0AUM^UrHM(KT7v+E2*U^Dq~!NF$sQi<?{c`H{~A&;iC}a=
zJZWfLJH_G(wa*^Uv*%aj2eB&gj;uJDuUMh7&-L5vVGk}k8+*e<gwu~L=yG8ItGs}u
zuvke@`t3GEIgiZ>wH{wtDi&Tz##vUP5Hf$#XT<-D_0?6JU({s#eI7cjL1R&71Q`{R
z7z;s=Tr^8&q3B~HL`%v-;zC>^T6l1DL<#)r35)pCeO&$QQUP3CK6#vshWNqGuH}wT
zIFxK2?ICng^~I8Z{qy(lo?btB_UsbN7PRGqgRRRar<a#!kip)(d2x1%nQMcT;n~^V
z5f;kRlV{Jb8NEPJ6!H~91+G!l!b%n(NF|zsSrO+yb=|-yDw9}Zg*Y`Pd<Lx)ie5aH
zh{ch`D3_!!iG8Ts=EP=(G>6B`=kbEMh_i`xI56kC(Hs4NWE|V0lWNF-$LFxxzjfoA
zBtj`hFO5cT(3`QBiv?nh5~HF>DOXL7j*kzIi}~3c9UB`O!u^Huer$Lc#upKgM}tEH
z{R2Y-Lw#L+BLgGT<1>t5BLhP%4TxRceLX#`tQwnJ#)kSH_4QHvh!d>4qod}2Ra1Rq
zM{`>{Lsv~*Lp3#yAXw|}-?`1`b^Fs#?^OKu_wK;GzhBc(Tg$qzv$fvqq<V7v(Lnb=
zXM1l;^CTFD$>E8ip0R=6;hv6`2ls~uI(u-KJ$TSmTLZmfYzWY6eNS7HU}kivtGNqF
zj#{F7cW{q|V*xhM_#&6*r?|6>_4PvW>TYiAYI@M!^q{Y$iG?E}$Clda=GrRexB7dx
z?%%qpR4G%b1n#ft5pWv=V|_iNz1{1p#V_9f!Q<l>AaINT_V7+FEK$Hc_^@N7w_B$W
z%Y+L-pUX<`SZd{O{^~z`{^rZ|m2%J-QHkX|c_niTPfpLjOZWBful2j|9k_mc;xxOj
zuD{UA4bvl|vty&<=+*rL;#qL?Myt-~GFmoQaQXyP61jX?;51o9bIW>}l6)3Ta7t7K
zvqq<eIW)uY#g8#{c5;zqX>LxkER+a@yw_?xMIN6Mx=|@nNtTpi>VCB7Je82U$;iE%
z+?h*HN45?pzg~vdMF`p6rj}de;*8&gG8U)a!()p9l?poKOGE>PX2*L(f*H^gg-kTZ
ziP~j{3lwlWSE7E%s3x_T-(~a`lWd8)j5e(V7OPsgpb`KZr(cqW7ddaDF@+wIHL$7y
z4{mvyLeRnXASbRDnB`Jo-}Xk~$=M;8Mz(Utq@Ex!7T0k7!kbu&hk!Wc;^Aw;-`hou
z_ocN=Hs<5{^>T5{W5xRZFaFt|o^irni8(Z)okHSgA71lU3|KF(PJm0idiwb4c<X$>
zKqwM1?Qjbd{(9JD<%anF^@~6K<3C{TdUAU5;_@8*Z7Z9k`4JQT(eBpCUir&6S5FRi
z-oJWwc69jm%^PfHZ(lsS1ZY`Y-CfU=R^p6#&z=CUI6L3lDy?RYw~9bq_tsbTH*!Qo
z*$Gmq$vn1}Ag!4t!^J^9n@p^)X0W!zg8{w+ydLv9fpw7b!y&x^ygLljEU|{~B^<y)
zPdi;1pPb(lb6ev+n6w@oVi`(#d@g3!d@7#d@o7wPF}jdh>26YeM~!tf0Ly|<WWs61
z@m?f=5D$Q6C2P5z%_JBDTy_8vR5yAxa$<}Toyx_+Q6X7jpU5;N6*`2=VY+g(O1pH~
zsT6DGCIeb!P^Xeij?E7CgBZ2QBv|X2%KYdm7QF@AnAu<f0U;H^`*Nxks)c!rTo!Uz
z@WV5=fWy)(%{i1(&C)zpG;(6p{m|4P$EGC}D+EhAk<g};$0%iR!Nt-nO-`Ue2%tbL
zRFc0SBSiCaEE9>1z)H2K)D|Y3$w{Y?#kzvkq(&msDO6};d_aB-<x9(>z5TfBF~HA_
zj^N(cNeCs*(J`?&P5ylh8yNGLRjpEsC@ob=78g*lLQacTyo8?{%~mCqBD*oVEKZJB
zP^)UCL!%;e$vzax3%?e7QjSaX<=}M(0l~lq&LSD`#r+^yn9sz5$w}r$6s=@9fZ+?X
z5^g2@RO}*Qu4aI_r3p6}nUnx_5rmwd7%k?rFJC=_<X|_Mqdq?iT&KZkHyDUTli9@6
zm5NrPh(r{5FAVccah#{1hoPR)Uc^$8rzuGs7L*?FAmJcC803-tcFSrkj$?{L7Lpn)
zFM55Dk&ujVWP$Bs*@sAlJst)re-cAPePZ8;JCj7>@%|odk5u^VF{N!3_II|<j+w-A
z%t^0bJV$XlKRaDnrMfc9`{C{)+=z?5#E*AAkM)Zg>*cGbZ{NRs_Wa`g=dYQ&UcGt_
zjAE-?xI#GIFF!ux0~fyh>4&q&XL!PR*=I(jdpjB?OTxDf4iBIV<|Q_^c)}<QDz9%8
za_eCqYF@?48bCcJz?fkNn&pveTnf8gUw{o`C1j9J5g{drfYFk=aG%>34I}oG=vj5y
zJWdO(Zn{hg5=AiR_DYvU7K0IIzIa(8$ALIDMcI&APPTQC!k~ffe(}N*bG2+~2?Cf@
zAcTy)FgrIhIfZ3?6w+7!qp_jU>9J`BFs3ii_uU;B?>mQj8OyM!cl334P7Ob*r(gR)
zBi1jRU~NtCz8di4H`hI=zJ0IuUNwws)T;L8rn>w0>uV?*x_jftKY38oK-YFpd$UC+
z8|rQCde}VJ+d0zP)!F!<{Xtz<OC$9~L@}jHgfWMf77)hTIvKp~-EM7cXsEi!wsEk#
zZFHdXQE%(iX#Z$`=k)laXgnB>hhwBj{r-7UCt~q9>BX*&q0Tl&uTD6z^)+3M>>M9-
zf+MTB#|2^IXQ8>cIJ=h5PL2$W5A;8R^ffd{EMc#-|NiyY<@H0G-sv=Z3`+gn=;UZm
z@1xF+zSic^zMj=g(&e<X8zrLqyMOY#&z`^A$d%E)R3aHqb3!q%U%vY;+|R$i#_!U1
zfCQe+U_U*7r;_TXAB|29kB$yK8XXv1nw&K$p}X6iM(bJ<#zTU07B>Q_9_br0C?F2m
zgGA4j3Sf{%!~r?S@A>heKIxKhd47qbnUK)Elu8wm$4=9oLIZYE4TWBAH_#j;t`I4y
z!*e?zdL?~Owe=2zj=@7Gt|(M2P(UOBS%OYLL0&xQ4!Mj$r+%jp-^$^!w-mDR<Ad$(
zVvc)#qQaVRCnIFH-F7sSfCHPo-&uj`^IpW@{Vslsar>L6BM(R{5OP4<JUAZpomQGG
zi};Q+$vEwAn+1C4;=7xh>=PkYGd4WGzC73~zkGH@yd7ZIJ~GbH;kQ<?G<K;&IAG=6
z?nV}PHr{f4{#wa$)Z+jGcDld${?*g7U6P4gYf*PHV1Ipmu~SH29G3PsR<F+vo?jfj
zygEKREM1-*9PbpLKCV#3NTFk;4mh1}UlY@!AoB66r?~95&-QmNk9RLmkh9A8yB_bC
zE{}HKJb(I&ujw*+k3jd?3ly;J>&J(DsLfnO=>mdry1jY2#eQ=K)7R!o9NQHuNS21I
zN!H1UMT4+7K+EPc>3kaJscRL3F;f=b7rPaWi{UCCkLD=1bJ(_smL($PwY3dou@zii
z=2b>13Wgxi0#FUQvxzXQvxv)7NXO0&c6o3r=-n$9NjtK)rNeJE9w?+MQ!7Q)Bpib#
zJ=;B!i5ai6z!plcqPobTl=-v(R8?WKAqwS5uMO)pOk6}AV{|Pn%?7AtRLK)2gI6hu
zJIxGojA}NyP%W6}i{g{|EJi9F4a7inYF3aonZ%`5_;hMOqkv3t@;g*A0HpHyIb2mn
zsaQNU>17~Un%6Ba8pJ}y{G48dMNkA!*sNCg9X2fV6aZDcQd)jum7r5;`N65B6bi{=
zEzeGItPs!7LR&?l!b=92Q7x8;=jP~ebm%q9Q!{KTMRT)^{W>ZGqG1)I7RQ|75hgB;
zM8a%ChH++inEMNz^%Z`TM1;i)+NzFLFPRd}d47D99!VOy_jb1eUWe0W!Tyaq2yJbC
zd;|m7!uS{ve(Yx)VJI!aQKpu{ebpJ1%7EKV369HRA)Co~MyDjxmw0xT<)(OXJ{Is0
z7uf~_n$M9L<cEBNo~<}8tkTn`Pf>ZHvRk$4rRj0@Ui53{bE~mnsE|(UM9USlEY38{
z-*Op-1WfqoV<5ly({5zGV%TzV3njPccRI021F7JYL}1xwP<brIpu^&`nc2^JY!<8q
zZvMpub=gDeWq)sbHIq6$rF8+iNf0#Z_0!8ImzOLMcUc6Mp}v$5ns_VQNphFzc$Dd$
z8SLx?W9D|H^k=h7r*<kDWx~O)b#i=+4U8Krx)@IdNcTRsb3LD<c<9OH+2^0Xdh_P`
z)ywP8KYs(v;mMN=!1!n9$De<AeQ|O4Z7bQcmy~y(^WhIJSneO9f>Rp=vwt-biMU-Z
zM6Gx@$^>=1U+F}Jk%mVM&IXsazrB}9q)AW~nF%rwXZcMN=TAVaT;$2o2?a?3Kea`{
zLavaA(mS3ZSy_po#u-T?Y$54d0$AuU6J1h4<>iNjS0qcz(naCi<SfILaB*Q~d;-7j
z;>4_SNiaJ)Ha_@BA!6sf+|kxHJ~BecgMuMU<%@IkSjDEsru(}4vFLNu?(6Cq=;<f_
z*wXNztG#8QyQ{Ij;adzvZEwYm-_+TPj8t2X$Np|r1GPTwEr7YIZryCGt*NiR|KlJ2
z;KoNE(KPh1rFmqa2aRi_zhi2oe`2T)u4{K|<4|`eL*B#2hS`acrRhgK?G007{o_Mj
zt+jUuMK)C5Ypt*51yQV{`9XVQ^<Y;E6xPAMuF}?q54&$Tz!QS331ae4=R-D+eQizs
zU|k#QTWhKwKB((yX=<&j1%!d}#`JaX(;ttH4D223a<m%m>Y5zrhvG$d_N!-aPY*AX
zVfrfo`x)lPr^)pXbhJO}>KyK7qH9&jMC-W>rAkPnzx$`ZJKj4jtgJ&nk}oc+1Z*Bf
z@85p;UAnJ-f34qz?|^D{7W~7>$qS>#BA8v8pPZS2ko;(LX=<)QoG?&6f=4u$j;6pV
z<LOceA*KSIkP^S5&yipG*bnpuqtT!>X_ZS;6O?q*1qs|#E)+?Ym!)Ef9d0&}e}@f2
zzI<uMsu8+Oat0)eMjWtd{T9_q*d4_Kq1P%!BHC3*5p$g9Mj5v0xW8`~(z&=h;nf$C
z-qLEQnDTC{1o%g&^0{PiEg1^A%;mLs9*dI8Xf>+SQE!;GNEI7QwF`W!&yr2}+33jy
zSZkydNAg?DqE%$*iH-+$X$VR9pI#pCl{fg6%Drbb8OBJD_=AOhf1}8zflVD#1QAD~
zVeq%132hcKz#k6Eg{S97Cp(4hVqvRPdjIx?N;n6T-)GeWTs=R*=at^yT>t;rd+*=I
z^E|!tKRLkbnNHP}qf{!XlyhXxIf@iXQKBg3Op2r^N~A<lIp<KJyJ~uRx~Dz6Gv2kw
z>oW|m?`+@g*$2Zv7zPe7?(F-?_hR2)Q9$n!J!-Y2qF5xq@6Ypop4YQitDbGGT2+!u
z<g-=0Te;0j;oZdv6fZax$A_EmZ_k*@AU`luZC957UUO02snw9Pt~tqX*Xc<7`0d+w
z*JnqYHF~p2O`q&;TpsVexjeh%a&WkZl7^(VRV}^0#xcBlvcJW*Y*dzNh5RPS`dW?b
z0Ddjvhy0>g?zdob!!!!A9*u5SE6h~o46_-dQJR$^BS$tGtrqfxI5YG9LNv0nkgG1{
z(HQwg=EG7tL1$tnG)K;n$A7JqW7o1#EffDFR@wMUpgF+4N(+!C>f}OW;l)(Ly$|a?
z1y9vS{o-_PehxkZcK1Ta&n+`grS){e;{+eU#FdzubSe~)Nn4uF(DLK7_zY^lLC5Dy
zL0`;arS_3^XFd{~F=_)2?1GrA@M0OngMA<-vU9Uuy}@rbMVt<YO64`^oNA?0t6>tG
zR7exvY3T9zxV%O^TA9ykq3RJq3|cAaNI(r{nUn#n5o2`N>GaV_rEar@ifT%B=muie
z@>nexv7n@afY3^%XtvB(4E7*XEIN(LW>rp1a2;fIs1ykNPH<jIqe6zoF%=8DY-T!x
zj0&YuMFQ8Xl1SK8GGbZudh(3(UJvIK&@KcCXPi?yxzemw<8>$3xVy*yZ#%3eFbCg$
z_~!8FAQ}$n6f*9^q`}BtqAEopnBaB9RL0!JpN=`-YqQbsL(%G#$-sUy;GLPa+f7Op
zji|{;kVPTuX1EP(#Mo5g*P<#2;}#`i(ZGCYc8268?cr{#fpFjH>B+|WYIJ^{!IJn4
z`Nzd{5`R9{LC71-jfiPJhtsY#(A8KeVO?T)OO!I%h~J;0>cTMzC}s)HMc4=5Zy_FT
zG<1i8sYn=64nPOCuEwv}@LAEQokQ|sykhOh;_vOdH~ag0KUXx;+*qd$a(8oUtJbJ4
z0_1zRN2X)*;*5Fi7_Sr@Ek?BiQpFG|mH|nWk#^5cj?un$>h)cgmFy;Qj@6b~Ccc0F
z=IrbQJ#Bt&jt_qO{clT4OWTeA+dO8ENox4=1T@*ZcefW8$2T|UhX-32%x>RYQeMeQ
z5hOl4#D(laeQg~=es!h7^o29+V2>OOJsb-pX27d%udi>^$e0$vf6=?Wv$+G<p8@Qf
zH*dGrQIVHo;b<}zhwaRShPH<Fj?e*US*Aq4cbZla%w0Z@M+3~wX`l759k)m(#15oU
zgU-tPtcsJbKrlG2mnwuKqY7qzsbXSitl{12>k|tm3~H@REK|r8BZEVfKMKZ#{e1%<
z8ixD(x?Z;<d=2#v^>%i@dim;Q6L9<2%vQbK{aqbhu)mt=_i1DK_`LPS3#zam-e>K2
z2glc=yZ7&W`Nfx?{pzdF{vo`2$@n;4F9s}wVq7gAndt8x>+1yJHQL`f+TSA{A8BuC
z9v>d)Y;9_N{`mR*uO5H>Idrd4nDwt-40gZnZUuDTBxL+*emvCQ!%l+V$~QZMY{z&x
z*55bM(+wSBu%nITV@K0-?qcW5roPuLKw#TmGzz|(pFDni_lw@Hb`)Ic*ceWGF$3Xn
z-?U@u{q1imP)Uka>NT}el}0F)jgGN%Wcq^6I@Z%Z-2IvW%TRac;qJlT{*%Ampy#%{
z9`%Kt28&&-ozk0r`thev;d=hdef*Rj0r|uPXXN93_K&k_xeBkQcvK)66BrbDw5VB}
zNd;-osjL*1jA|WY7M)@sSEq=e=v4;Hz!r;>ER}uIX4H5cW}9APRLQM6mCb;UWs+<e
z*CqeVba2i)N9B;6`bcBYW5Wj%gGugTd0|^j1R`EXCOXeK+Nx`$$tJaO^8Rk4dfs8k
zg}vL$dFl&S(xG&4X04ct`W#ESDDd``g*d^-Y;<;gDV+>5@bKQ1SRmpa@BmK$E;Qq`
zBtp}48)c*OHoeNIl3Fw}|MX;o$Qlnp4uZFzjR$MX*^O#pV{NHY&R<^~UY+i&ma@B>
zRIDbBHaGU_<fPKk;M{7Zm`#Ru))9XSyBp<=N_Ky<`sU_*y;@4eLT|3G7~Cu>{MBmA
zY#Y_$c5R8WNIG=4tIOD~JSG+B3L3PTVGzEsX??uD*sGN>aa|nkP%X5%Qh0m5d$P5<
zxl$re$BOE2{`8N~$A0|qes6Q_j9H7QBhLA=liTy-8-};{HxzV}C1fZ&+N~dKt#8*>
z0P^Ert5>K=S~}U^0aivTesj6Jy12+tL~;|oj+u&LM^=jEY;tW81&@nUu9Qw!7Bb7(
z)Mj<1m`<%0nc1o(Py@k0J`&1CLNwZ76<Y!7RY=2*INiet2WB>lbcVf{$7XAFne-)<
zz=b53CPuXs9{VjOz~vI&?<MfI<j}%_wBNf3F2tl;j09sdZb}pyc>Gz{5{5#X3Alvc
zpefS(<8@7I)rEOq!9SgwnF?49b0%HdGZm-35g-Z0)_OIx`CKGq5eX(`bWBSodizGY
zdYmd%7>2w;F$1<#tC`kmrc^4IMl)kJF<;HwtkZg}&tjr8C`ylyM#Z#mmdgN2@G+cH
z$`k4Iu__cgu?Rc86-~@!WJ!mo%V97eACWhtGP~jFGU$Oqz=*K%fkw^v#P|`!y^n-z
zF|+$~==3(NRwWXc)k@-8%teGE;glL!GAfkfkx^V;cB7FK4Qhr1#f+7`-XIrJ&L?Dc
zLc(Gf2~QFezD_QSM?&Z1W`T$vk(-58#X$1*?fds@Yc(9j_=n-OS~XfSWynVWF34$4
z+wAP2Z0t?+2I{=Qv{qKi2Zwt;Qk?9trksdrYyfc_Vfg0~k3yME#3=EpRV$QkGat@Q
z+UYr>^_x6G#P6dnDxb~HduOrzo3(0-M(g7KvzEo-?;vFiXU6X|*-T0;oWN8Fq6BeF
zCso=|HE7T_s#Qo{$;cd6LAogjJi_$?P=n19U<HmfFcfd!z6JXNO^-rGR*AqI8pYY?
zXKX@g-CSq{0P~D1+{yKo3N+XHN@W9weLe?@e|@!rAcpUq8;ioz)8n%<QjN#^{LVNV
zYb@LIR2RXf;CV_HH%2c8s*B6>_uqWGwYi<o<yR?ctgM8B^9a408}*|@8j%jU12;EU
zeC6%!#mC>gfB*ja&6~@M%M);}Ypb~OtISl5;-S^G#XSD_CB`S@EXpM5Is%)2a?~(V
zvZGusmv%se)foSF_P6(zOHe0PHrML$5KW#l6cu4LjfZ2YI14v!kn?$MWy3UwPIIKg
zPirLH6bj5G00n#9_-q-m8V6yA)u2@wv^s_>om`EjP^(mcnHcUHgxsZ&DdnuQ#Ui6t
z&)1I*4M~I|?DyU69sRw113f*RZLeUi_I33R_6`AM?QZX4=<4qsVg_R=*V@u(8fr8F
zwYIgrXnJw~!K>!h@iF1uufG2J%e!~JyhGzq>#OD_{?n7ETs1@^OjoZ=8llY~Wz{&?
z1Gu%BPmcC=ceXT($44y&jZ!LjeD|x@&mWF<x4dq8+}qaF^6Y_NsC%TRO*GUsG2GMN
z-P+gP&Yrlpr_*XO4EJ^^=u8?N8SU)>QZ~@h%JkLU@{-+Ug9(Oo_5uy<F+yC+vnTW%
zef`B}ovp71Iy!_y1CrrB>1cm0wZQmXNTb%Loo1Usu2Bgj^6?45U}N)08TWX1=Xg&S
z?U22%+o*;5;Ws}*-CkQ-kNTqygN3!D*J}Rrpa1+RUDtoPub;vr!1NXLIQD9lu+J?P
z2sH|IgOfZV&`RYq4p(FrGsgU4rm(fTp;Ky2yx(Ht#Y;~siV+99-RpKbC+#{lr+CAZ
zSz|M3oL1v3y~8$(PNlXOblxdjIzr90l?0;8qH&otc$=qfM${=9w?or5f{kG>DSJ0|
zDHb{gnHVTN78kxU;4&9N-byNZ1$rl+S}joH5vCPrnHN$vNmMXAV^2^u$o)$NikVO;
z3!yPoD=&m-a4xc6Bc%?gXokFeBH%M9#b&i+e%e0kwuJ-U1;_^3Bw=>m${XX>R&{%O
zb(b@0Wf6Nkl&y``CEnz>VH(yOF~AyLreeBU${g<2ZZGx@x68Zr68NuLb!nXrqEsC7
zl~b=a$t4jV;0r&kLlvN-i#dXd3?UJ>acepK=fC>hIkVRB9t+c>&DD=L$2TYYx2FdH
zRBz6ASy8?r+_+Mr(Alh3(CG*b?Ax2m{jH7L>&qX$|9EqL{Py|`D#hjb>EZr1yOJNi
z|L_ra{>lEy!7gn_YfAt#^XG^385j4rna8Sd#xcNett_Egq4TYk^0m?;o5aObbhVTR
zS;^Xwaf{3*VKh{}+ES7IBat+aU(2}+qf|UFPj50=gOJZ#gNKhjKAmVB?6b+*&$V`>
z>+?M9OL_hXYNn|RJS6J{#FDKxW#!ovVYe#y$as`!;c_O)RJKIRcF<36Q4HL@&$SSm
zq5qny$JDe7bt~bt$AGEgipRJG6b|5<-Rv`HvtD<2(gNAut5t^_b~*|(!GLjM%&Soq
z=jWKL94hr<Fz8S!JzA}g$Ss?0qroPVx^x=EE^u3BiP$Wa&~uCrpCzLcGO9|+%_w2w
zl1(yep(IdPj7kQ^4wQskielr%_6|GCW(6N%kjorKAoj3()ewdo*M;$MGLOLRk-xMu
z8P9y4?QSc9M2lUoW%I&+V!UBOL*7vdCmQC-S-(!Hvg#3mXRKPCg$f~)nG`RYlEZAW
zX!Y3Lon{mLk4$Acl}aL*h{q!P2fItOFdXi0Qct+PiXjPtDDk}IQduDo#r%PYkLpwt
z2}(OZP^Y7E5!yp^+Us{X;EyrSGiYx!6YTB+knp*tybe3qhsFeGu`cHGm@9Fhqt|dd
zJJ_Y_8nYJZgLE)J?{;*~2Ui#ySYrxGByoKCrf9LWvw`J3gv_SPOudCC;025vO$9@#
zP&g5Q4+aD_fba#EFEHa>t1L!?Xm0ahjWf{*qZj>#Y#!<F1~SG670mR-g%zkKyXzbE
zDmZ!+uzZF?5~A4xuSeP;FNrcTEv>I(`pU*)0KryRQy%WKhFmF^=o8|(d31OHPy%}w
zJHX59>#NIiXka+L80-+`aO0mG?VW-{0baAU@$TJQvXGb#aO2bLlg*@gNQ(<V_}N;n
zvF=1uySO@e`|b+o+nd|-9ZF~pwt?rbp`TT%SUVwvp?$5d)i>9HuaqEz0f;y`qyc>8
z^ymm$*M|@9F{Tys4Ie&r8C>FtMlKf@IiIB(%-R(0OCS}v$XJ{5H-U+cQE<7ul1*W!
zAku30y66biSWRZTl_RausMncvaI{ox8FVTgSS*8{j%cZbwS`hGlSsygh6cO)@N@wz
zrTnqCyGtq(Ndy9^P%Io78|fPu?Cu%q?HL{D2ZJvh74~=aj`R;evmfm3fBo`RcL%A#
z_O_N*{9V*O(&yNKfHlADZfhUv?f?4oFPome`21JD`r=oAasTd}rWY?Li+uU~X-7+Q
z)1wC{TC#}&@x&nRFHHPexqPU%Pe_~3$S_4m7M%jD{qqNRwW5Lk*G+8w+M1uXy?in;
z)MZo)#bbjVubMhrTfFW`yUjk((=8qu1O+zM+c(_R#q`zN*4)?D-1F*rcgu6o{GH7x
zY0q1mUUCngKZKc2!S|QIS4VrhM8gBHyujDj*S3y!&*>!bP#~tzFnwvIO6j-&9>sWX
zH}V%XMiYHKlHoz<VF2a6|Mt6s&Et*Ac6>fIsWsTtI@bFC_J94mPvLt0%YFQm9s$nm
z*sBg|M9Zge2sAd2KQmXABJq^T3T-tNjAdil?e!g_Mvv>js@I4oMs*4~`-mJ4UAGIG
zy;;My#q6?~%mxh;7yC%q6dpiEIvuq>iICTB(gSG4LJA-Z?tO#(1?I~;74^Zip9ZqZ
z=7@>QC>0rGBBMg0l}z|14Re#)(3E*49$W}|*YeR)YCawH?QX8DaOe%sGKr<5010&Q
zkZ-k=T8PiW^#WgrP(!CtArpX)iW#hsO%S$A2WQP{@uWdTvm}_v;5>OPSgbxAt_)6F
zwUxJTFMs&`Zwm|A#cX<eb(sX>)$z{N2{?z^GOM)3r9)PBC1Q`2osG)H$@WgYv{ftd
z@nSxiNd-%VB)ZcK-W|EfX(F32NzSoWO0O1yfGwhT#b>O$wZ*^vn?FEcJ=xzrJ3e4X
z_``>5Sgb#N_kk_t;r7~x_t&fr*B2@Gi7Uni5+VOz{)iRj1H2(>f&cKsck~<`?bW}d
zz3%iBwe9xi{F^uURt_$X_tC+wPWG;kw|8qRZ>S=I21bsauSXFpWS~`0Z?suiLE577
zWFZk{m?Zy>jRzae!Tv6-NnFCvuh=aj4zQo(Un`|W7E*-z+0$T~2g=F6A~mp`ET!UW
ziwmoZ+2uU8vD{KNMx`I}S~B2c&BKb59Sm|A(jTMmLOi+vFh3PX`(pNHa^}n8zL{bq
z2%0rE<D52Wh&t96QmfdJ;mkYjjeMfRx)=xqtmaa9o{#BsME*h?;}*qRKG_J$v6#Up
zHg9IhXqaMqD3eaXjn`-=Sq?Ix*=+%<B|YPzU5MtLS-W-GWC*!jIJ=B8iA5n}7wOjP
zri})@NbJ^Y36<H^N{3d{D5SQVVU~haCEJMcp8XnaBjVv9ja0%VPcN6_uwqhLTrASk
z!1V>=y+SBp`oi}P@08ihWwVLL#?%tBXCjMMhy9*u2lp2lNeqw<bTv6fL<3S7Lz+e^
z)-^l;ZXgUecK&}e7z=3JDV%O#fgT<omKO7|a1ahXJT7*u9<!NEy>EI(tAKZ5<`rjA
zYb^@3%V5IU#f#UX(dFX_Z23+DNf1kYZFOrCs?`A)cE%ojT+8JmCNI{D$w-719nS%(
zc0#<St=vg#F_p?jA`uiVkB8RpnBO1wWAt>x=ckN29SX%88|q+qZieLJ3|WIor%|bf
zyaBn^t~dCmAcL7nJEDA27!;nHW2s8?Vx0wNA?*hn;`i}#;gcBeqjTPwDJzXZc(j(5
zsN7y4X~?OEV^cPjD(14B4w(6QCE`!R&rddUyS9cob1|DmBU&w&mrMClAzfK6(UOe8
z{`l~ak*iuEM6!emg<p%7A6Tr*g~jDU0a*PxqVvW&GZ+Hbx8Ht)rpWp)G&j!xhPH-N
zi-8Kkt+0?=tyVWTF;lK?ZP(wvz53>x>ywk6v-6|v9Wp<(cGK_5I2lMMQrq>d{mmUn
z5kwbrKX*Z*blqNF{}##Y%?&3Z*b&(BS^FRD9TJU%$Vw3;_Iv)&EWWr{6iZkv6eel3
z1mk`o$GK;A+RK9wXP`}_19O2%>!eBneY7EV@wg$$>XbUQOeGacNSZ69GCH*-0?9yc
zk6bvRm=MS(M1a3wPzXlGWD;?}?_)L_9~|v%V?{VXz-nZ0V037NUdZmY)``&}yjnv&
zeE?V6nxSVsZ-4o!<>@nU6EB`TX?p&mx3ly4g9p#<KYV)s;g_F%ap#LK;jBJ=^x)Bh
zhtD2AesupH6_BhcWy0}+ZYH<qov+DGcBtg?f!@Zw>h0(p>g^rihdg{h!=rexyPsC<
zNB28gS!h0mOlCK0Oj-r-{lQ**XfI%52u8=v8l_}xh&AF!S0`)7p{};Uj+fj9+FPKr
zwz3a>*8IBp6~W9G4<0_b`_+RlKI>?HHqzTE8y~^+g<~HR-`>VyDx7f`IREJNGPP15
zk&cd!_c3~Pjr4R;Gc?xQBLq9v-?dS#e0=l%WcU1d`>esaA!n+gL2T+j{)hkYDP7lp
zxv!tXBai~IJmY4&my66vfhCXP*c@SLu93(HHpczoWPqqt?qKVH{Rl`&oVr*|lwu)}
zZ3HV=EM5nqmKisK1HX#hMh(l9&BDo@7(UY)v3ehdE?Qb9?N);UgK@w+HRCd;Ntkn;
z_4{U>cAs-{-tDlcq(+%wQm2%T4IAa+S-U<PhLDLFJCX~zcUH42*&uv)S`;bHM(jdS
zTSzB3#})uX;i8Yvt}o{n({bv9GvV1{dOjMM$tEN52ygpS40woX-bph-NZ9-!EJ%By
zjLmtSj9%5H!p-&hpZ@s!w>Rg!rPh|0_cw84l+F)!5BIhXb~lQdbh((@*{mMy)UoKF
zAMb3}5WdO~vf0#a)XKFgy=?JVz@?LoI}CD6Hh?bx^%MPL^;XWtt!l~MX7!)^<KKh!
zx;WbY?!(Oo`Wk^$?9?%p(Sr>Zf~e!}Mun*lhy0X5MGEXs|L70j+}!e?_=3H4+#|FX
zl`l?!eeGVIo?Ks?FnVpQmVtm_rzabE!*yYA6Py0Q*6Q|J`TSrL76z9n5UJ1ttEJMx
z=4LsU$!AlIt;*@)4q<__lk>|{mL&L6FoRVW7ucjQaZ$jBeS)h%X(3mqAh`i+iWgET
zz+>!2;bzji#0~cj)Y(-^%7Z?N`d~Nl(3NQ7E|OwH2Mez912ak1m(^SbbQo#YTr{vs
z%C3RC_arFv@q1>i23V<7Z__;#ciD12Agkt-+c9U*2CXLA8;il&=#<R^u}!B!3PS<Q
zLjZS9qM!n+PkN@<HaZnDmqO0Y(Py<z8+9JECYbX8wIE_?R1kZ3F4<IayIKLxE9h}j
z{i793Smm-=vnfnrkX~n%BZ#S)zF-O=Qc<F9l*v366SxT)f1up6Nn{U*X2n0XQt_PE
z1Bd{w6oo%(3FDK*(Rjk^8v#az66LD<bvud{u=lwsL^A~t37uFd86HuJL~@Z3<1{8K
zgF;5W61=M2Y%-{oL?c~<hL!9zHF}xMJ2k}y?dtkscW=k6*BaCi_H^?ej}3$uf0kBD
z6pmj-C6(%xN_K*idU`75g1&wL7qL0=vj(5rnTnFji({ywd5{?cyJkG#FBP(Dt1CPK
z7`?zyu)JfA!UKk#9hVd>gtSXHIwdV8Kzu;Y=BGWdRp+O@G*Qkv9N_L940Ys50aQ>1
zgK15zA$N?pRLIbp&Rw)IeGxz)0Sfe$Zm&d`hD`g_`B5f8Ik_!7KgW%&JyyC{U?vxz
zkB4U9{o<#pAt*29(f4o=z!0ldaAW3@XsY|X2&(Iq3Zo0@#cf)CI4SHOpfAzugDtbZ
z4%CaL?4_fFefYk++bn6fS(u(2lZ=Gsnr%S0K(DfY#68BhZ*O4YdjIa00-)WkZLIsy
z!1z+&UF+4AdX?qiVts9GYip}gSt0NFo8NqMc6xM7*#rdP&2`EpacV6sG&rl-IH_T1
zfos`B3b+IlU_QHWe01{dyLTI;s4G=M4gBQe<KvAw5Io*RR>=*lRmmUIO}Rm|6GJ6m
zRsrj}x=PNG;vu(V3Mq`erpN7_a=4W;mCX#@hgG@UW`bv8vgr+zMvG)@+-5XDy=Lz%
z7s<z<s}2rRKRwvpt^K)r8{`9SURIE_96+Dw>FgGc3WocJdfK}vf9!1U>}r3Fv#X=6
z6?qCRiV?2k6%9cn1D(B1kDk1K+4}ND6HVOAV0V7~t0xa0bhowL|N7qjJNFuWj=%o(
z<A)ELAx@w{y=<m061fcg*OP~jUcPuvp%8x@0Y@5(7~VwVW0LU^Qjl#gp5xtm`Sd|&
z>$A>RPqBXa-26uBmM0G&gJB+w#baufc65+<`-F62WW2u{BiRtsS4Z1O*X!Qa=B}0(
zT^PV#wsyR10Uh@2!DDK{n;ty`p5NB=R4o&!B|@e(yUFzC`kU3I+VrH$ZZzo?Y8}2W
zkxV)|I?~lKj_basYpn6lZUIKMp0<Ont#7D7IDfytaTxVQXY6i|*$#;2|M=hj&8KiZ
z|K&b@N{_(t)^TEPZUcCEA|W0Zp?#?&;_-n&jYRIXIzrRFbSRbyCl0svy>wcb5Vyq*
zE`$wum)`3HS?}hAZZ~jMlG%(pgs(}9nGa^^RWTavIs>2~%2RwEx5qh!chuu>5{n`;
z>7FtZeVVqLd3#4gKp8V*I}?s+B|>BbqyW8K0*e*eB>dG}Y;LufJXj;M9bL|6*@EHk
zs-P^D=~c`!$YtZSG{*C(0PVc1P}!rtd~zOZ87QzAYse`VA$Ou-R-Go`bH@nW1^rw#
z_(tqr%ZpifUqBi!Fi~x+GP<y^Bh__KuhAKFeQ|zuewdAg)>aBkU*J`*&W^sh!PE}A
zq3{Oi76y{Dqm^=@f~|9Pan@y;)Jtg)jE83Dy$(u<%DH4QHYXhFW$^mf|MH)GgbcC0
zcC@?B|GvH4`{Coo&G{ZW*ul=mj~}^~@4UedhEaWXiu&e1{O<d2ZrM!k(EWV_{c(4L
zZDXUcXtl%%|HGSW7!)_KR@ayDw{y=gkGA<0F1gm!DsL}O8sD;6Lk(MqhY-86@yIHr
z#!E#mRa}e?4tH3fuxdrsBIJeT`1<;i^En<BQt>$P8Ne7s7t?99jso$kXarvU_F9FD
zO)eI!Rf-I*c)*fjGG9zs5fTG{*9wU!NqeTaQYHb+BOCV9nOI6hxp74y<`$c6&{@-S
z(|(&VAA&pKq#lR{q7+RD1`Yi|;Ym}-W{gkSB9rFS^c2z-F0TM}31(f`ZUX-WYr?Hl
zL9x!q<5p6KDn-a<#iBoNGVrm3q03}6OC*yx;nm6@b=5{QBbik$bs5w+4{d6xAB{#W
zmyeCmxuYB(rHyw6h<(E(KVgtd;YH{rQi$<9XW&9`Qwxz1#$k$rm|$?SVb`}9Fu+qs
zlTOBrYK2jyq|#BVP~hES&_W-hBxRtx*QnMoF9Fv=2SaDZ?rtOzELT#8%GJ}(0!g6&
zF3K0H<ud8SIB`X!B&M>ke~wWBDgw4}>`a_o80Qd^5t$8gIfEI)-lU1{A<NwKv_dR~
z$}%_OrGOQl7zINhk$Ig`B!6>zeSUt5QGI83w_c|jy@1ZdzOPnYq3H&5IXH%NDg$f^
zfDG6KhHxzCrza=qoCs4PzYhs$e%8z27Y222$2K|3HkLIaWdcO=GD%Vq=2Rpa4FqYX
z4$S$cr=~cRfqucC6!rUqbKt4~s_D6(F1v+U4K!Fh8YHy|>=c?8FDqV#yuOx-nM%0`
z&~<yOp35XLOTkBlQ$fwpCZU(o(wm!G%=Qdp2vgMekY0pP!Jd%@Mi!Jf_1D*`2fI78
zMzTy~n!+JRP=-^+yLVR@__2oZ+NL{$pHN+1Li*#e`QeA(Twh<HK{5Q)*QyL<VD0&t
zJotrl0;!GiqMh9xh9iDKCNVguY<_8bq-=;ukI$f7mGk*bG+te#J%dPbuC{_6oTEPJ
z;NW<BW9$99Z@&BPJCrW&&%wa~Bi7dH+Tk|x@G?CEji0~CtXGCaQLi=90EH~MhZMLo
zR76-7ivac#Y~3jandB|hVlcX$9@Ypzy)4XJN)=2wR@>06<$$tf91CRQ!^2|c9JDWy
zWT3l`sz;?<*Vo-Y&^I_dG&BJRY(fB`qVsiEfA2t7d-p&uJI7Y0BNmZ>QM+4P`#ZYZ
znp<0*H-nPsZtv{v?0Wp*(euYo?|=2xll%8DZau_!|LDorpMUlFuRnu30k!_w!w1hE
zJ%9lA^7)IG&ziYCd-V9pgNH9)G&enc#z=<QOePd|x4mSxQ;Ej$+e=1!l)?d}04eL4
zhYhN5go2@tSIrWsWTjf+fHmCHhop>(#U>Fb#z<o!+KSm8fBvhd5Ak=kzk2zSlJEPl
zCZ13|`RMK)#I)w84+-GomP5{(b-6B2Z*#G%$L^Z<1=SLnUZ#YnB<SzM>m?rO|9SN4
z9PjNEHy)9f``bHz_4_}<Q(P_8lEKuJ$-(qRKkR?}_y7J=x~~6nUq6LM;IIDbUo9ju
zYb#rYg+&U&aD1sHBGJgGTCA9Lz(Vw<gVB5}eYSTD*az|nmlc+MpcUM9y`6C4lyk~x
z;egNKof-(0Ol)cRL8WdR@Ba#=P)Mm9iwuw5!j^%YjvvRe%j%lMif^MzI}z|qS+t%>
zb}=^U@VNG2PNt6AL_*D|$D$mao6E-HWt!eXGZ55KR2oxLWRCa{hh_AxVm7vriYz1}
z<y^d+jlcw>N0R9URVEjkU*UZ#93=dnjs}RNSq-|`X~sVfjM!WvST3fL(K%)Y5cCu>
zVg{~POUwC8y;35ncg8uqvWzx`R8`0T22bwqtWhvTA`+U`+l&1-mxtG9``k9FrJKtO
zthw+T_qS^{ofHng-)&*3nv45mey2*<U#}Mapa1%w|NPf~2_NFayQ|;-_5<#(_m>CX
zz1e35gS@)CS-m*iINe))3jlJ5aA(-6l6`x7^}}}`X#c@CjEm~GAKraO^W%OabP4Mf
zk?eeb^I)qAPM>8TzAvhUDD{4Sg*>*4>;9Uc*Ul!nOY|{lW^^a5P`0>O0GEWku*VzC
z4j0=-mh=4V=mbmun`<UKHZt{%+R@Qoxl~MtBYvk7A};B+VkUvN9|A2^dQ`fwzQO2B
zK{8;bYPqzKNm44ji$|_pTwXwg#O{?MG+G1>md~sfax2*+KrjdcHS+fHP}1klvyOr`
z@32+UQ8thCu;-(J2&Q_k6M-w~cFY>|jR>U2f!AxE@*S<lZ_rMw<!M9#m0T|otuHO|
z6ZGTbL95Ly5(2uPgL!2#*%b0Qn{`T~3EC~`X}8y4#8mI)bRZW~v29aH?bLSD+S6!l
z&{-Iqq|(sT6q(0aJ1IoooE6Fm0Yi=sxj-gYiNqupO)3RsQKF9c%-K9@WfG%WPJbZI
z@F__0QW@(-_KdP|fm$q9N+g8$#|DQa;{u&Rt&z$=QeZphd=D-l><{Rah+{g9Ou<Ql
z9VL}R{1ApQUVW?`i2*L+6{Z*9=dK)TCivm(H~si6Ndf4zoKT3jASttmG(&2IzY16*
z$P}j{iHW$!p@ypHtE<ZoA3wf%dwX_%c5!)maCk^BbSxCYGqz4tZ>hw_4SfkO7`Ae1
zEwicYJR(&ry1B8DrW(7rh^hk;6k(KEg{a{2B7gfU4foVinICz5eakj88e;QK7j%ZP
zp<G&yh9U{Rw}C585CNd88aG!lkA_2-FXQ#N7IIk}Xqe;E>15+YRxZ#Qu>;|yjMIL-
zn9t;MDN1?hWZd7|IojVXFXs6nTebS$<~DycOjp<uyPH_pcHq=A<SdsfXkE-*aQlJF
zH*8+#r;sc186fkO>#Ni6e)GPvvJ9$goi~nbiXAJ9NXEQ<5E~oFUq_i_nnMRAk<3)!
zH;{iz3weMQn8eoC)<FFo9~|I43-~a-#~Ia__IP~wGVV0;S}C`HoK;z>uzzeYCDKq>
zQ?xz)^oKv(-rVl*9e^`tuG^^B8Fwj5TFw{Hk9RgUiAmBfi}1CO&EnV(&xcqg&->=X
zfe=G7zbS%YDUTPez~8b_qj6fSF8d^v?{L5@W~)Rb5sr@9jRuWE#pXgZGA<EHL_&^w
zJt~PvDG>_BM#NP2iezSk9gE_OcXqJ9zo)Z9Ar>)CH@|3l{i=mj<8c3IM_Whd>vnwj
zKkp2mw>7tn5063KZX@T|+|+{d_5AtWJ9oeO;)@qgA3c5W^~0~eczo|3-9uk~{@MLI
zpFh6y#fygz8NKd(^~FQ@tM?zidJ35JF@;2TKL3(2?AgP|kMBQ(SwTT0wc33hE&UxY
zWn(=y4SerT*cO7p9wx%hwwA$xKD%R5B#}667Rl%+R|GnPSPu5JzwU1*8u_ZhaczIu
z_nIckm)%T_5Xv6idwTy~*URRn#}Da4y7T$3H8Po5B~wcTnM4v-Y&x8raZJy7{p3?j
zN)7Z>>WWB2j&`+U{eopN(bp{+=pF8AJ3Tu4$A9>nx99Ix7AlEA++~@>br1gKKmVuy
z^eJ4=f4PsJ*ds9Qm?<r8@#+_hj!E$ejE;#$F%qj$Ur3JUqKSoQ`gHFk<`2UMHml?o
zt#Z<&^*Rx+8qO{pCh#O@fF@ZCcB4uw6B(3Jubn0!Wg`NqRG>J`y6n?%mh5(r#Zwl&
zXVMV!yJ6GE{qBI*?jxeF<*Ff(G^Rc=QN-Z1E#$F5#-8(dxe^sq;oY@-xscpiuWZ&R
zKuH!7;X*Q0Oh;+SDHnLJ3zC3ZEvDFrVdlp<zgEsIWmtQqxQgY0E6@t5lE9rH@EG=c
za>-yJ6J`UFiUlKqnR<1RDT@Ju+#>d^&DEuydYS6Ov)!%J-L)-*rp?+$ZLwA*?MT1&
z+VS@KW_9tB?L)1+Udh*%Qfv<^oZEAmw^zrM3c1;^swMo95g#gnwZ4}B4}br!|L$M>
z4f59?e)`Q1zkLtF>;28e`>Qh=w^5Kz54JIGt(SAvLW<dsE=bB<^b*0Fi_?Gc=f6JQ
z+q=C6K0#MebswfZey`)b)ukNmkhBf$*2~}|u!1$RlSkVa^^pmf5|<aqA+BJL->-Af
zZh#*S_cjmMwQST`W1$wXb!un^Yb(fN#PExY1p@e7@3@F@;X{|$s;@N`I%Q_jWrnCU
zxPV+5$`RmAE?oq=7~L9;<PC=y9nH~AD3gnMjLQMvEM9#KU@TrCNaNy$HG#pth%#A1
zww!1GNbD^><BEGd@QkQ^j80D_W~U==2Y`CCFX|dY4x3l2^+JR&Y7%rw)2E}?&S<r6
zwQ5GI_8Byj3JJ}L;9mV!YtrMHF&OBThM?lcg{W40^?Dy|j8NjS*30FSN|{Y2nKtO@
z6>^f^7mPt;uxoXkf<ceEO{5_0vf&}USU@e28Kr=ENhUWcl|&I)qZ3_Z|EQNrIUvZ#
zCqQ_SWYo!o(EVwP=9B@uUPr~=gb0@xkZt0SC|$gc^u!y-CO|NOQI!jXR-K+@qRYX3
z7wa2@RTWudm=$Cdr|njwN)hqTVuLrRRPal&PI>GOgfj1B!-VgIsjrZ`CLJVH$iE;d
zD@DT4yuVZ`onKvMvl+<xMxAETYN5T39o+f(3DL-N=vBu@3%UID%`J)wOEea6IeJu+
z(Gu-K3x$;e>6JNJhZ>@mdpZ^gBWEq7Q#)Jit4qZUC{!$#fl0G506J!7CKZWOnH`>m
zVKIfMHRtt4!=Xqp$llXovS$)$dI@vsbUcd2>?f}QN1~8n+Z-mGfzE@I3bHGMA0<23
zwYDI5ZEa&k!(&B(_PcMsh0v9XAx|wcM=>K|He?^VR4C$Cr+RWJw}6C))4p0NL(tlx
zA$twMXalqT(f&RM0&vKi>$L_B4Db6g<K;Flozs&8EcD?2i913wBj$Mq{eEMeVX0g!
zuUBh?4%o%-Y_B5;Lb0d;jmSZ*U)$f>VGFsx&8cFI6>T~ervV(7Jk~|3i>lCCAdi7p
zT`IGQ1e1=y1$^f8_;hn)Yj+1_Z|nU0a%USV1_STU*oigXNoq`D+<}9gor{wbtoS4{
zw>Gx+wh!k46H<mg<w`^o^hi=Sz}6t-hwwIsv7WHG&1A6{tunE~3S?EUSF4qBiG(MZ
zcwE3FF966uH@_7CnIEQ;Q6>@yMu$cR`<YxY=wpc&j82etl*^Ej#*k!r_PWfv*T7WU
zUbQqe_jC_*clUI6cCmjP=<A-~i$+H#MySQ^WZ>y&X`#un`NeZKk1we8X=%o6f9Lbh
z?tG5&_2q;6Uq62E_0tFUpFeyAYX0t*Up~Hj@5O^hO_W03f7tx=>HRx*X@q=q@7`CR
zfA;jj!<J`F3}6rMe)a14lhzkc#`-%|qT$!gFGM4QgI#UCU2XAH96Fr}!C4MILns~@
z9_#HMY-i`#L525lS0`wGz+YJ98?s#+Q(OzQ)kk-~?r3U4I^!olx_93_=}-vA3@QbP
zkG+kZTqH9y>7g@7CsXi(;;bYa9R)@)*4sJ40EPjq5q|7u%sV=`_~!N_9l4dlYRDU~
zX>}fxIqDDom;dr#KC$ciFL(D-cm#AxOTMtPQrWVZC*>lUcywGmIz}qQV|7M-!E`W|
z48#sL57Xg<P0xN%X)|cyOH7(I)9y*<q&4El#%00cJLhU-!<;7CUcu3etXhbUCRj!`
zlRhx(qP`e&0$oKetI<z^w?&g+`l4NO$}(j(s6`X9iBXc#tm%{C*?ep!8}<h1f1GxN
zP(|kbwZ$BfMy}%|8546;?9#FkUnw2KQBOq=jAfc1`GRbCE;8c;rdqG$1JkxbVy>7D
zr6Pg&Ja<x=^1J4oW>}DjI>kJ*+$t_6z*nbOd~rQds=HOEPGobfa(Vz=K7F*c{^9oc
z{AlA6erUaNypQITf*uAgo_G1pwbD{CaelP5T`R9G7chk2rN<S|+V6MYy*=6AK*hqJ
z|Hr@j{_p?(U;Xd@?(hEDKl#(2{_@A8y^TNo?gKyY_WJbQ^#wdtb`TfG2R9d|$2;|{
z)e1Ar286XtgpNXTXTSUSk#}hblbA!!@wjZ&Nh6+8e7>=Auw7#gq`?Onjp^(AkFf3c
zSz^Awz5s}{Q>&gL5Uj22ZPa$xtDCE3=C@@QF3ZamE?c|XdwbiLd}WnVAy7E1Z|bzP
z9HFd{;o{22DkwwpJyuyN!ml77N;?p2d&V_v(+k;jgEdJD9SzN)09W&RbqN3zUZZ?6
z#`KF&mWc!sVNUTry6qs)rUNsX&<sEfc$?HtF>Yn%ynt2H{Qdf-gTyo}7+jUCxFT2z
zopxj^!i<PuDMA@jwt0g#0F6W{b*VL0iBvZ_Vv&f{W22zqHYm&Esbw<xOlG%MJFU~%
z>05-4Etk#kT~JY^5~E0<7YbZ7UKzAlzh)r6ksOmLxM@&m8N+09jZkD$%ALAKUGXF~
zFfC^XB{!6-hHYL7++O80ntAIM1MF(-cm#vp9dg0AXn2TiBd}t6dzB&yY<UDUTsNe?
zbQr)$0T>A|>X^i)0F%0=W~Zm^7K>6W;)E_2i&av|&#rqZ^BBT1k+z172aLqnh?2Xc
z(*wqLLyKjug5-}61(KMt(K3lqpEhdxbLcok94eO)l=w?L;#$5zdkstH-R-OED;(>A
zxq0XZK|iHQZk+AjDJO>Qh<^?-jk0XNdpa2mFC>!<me<S-M0yIuX%3>Oh`&(yCy~H>
zZGD3UC3{swY#NJ#-f2RVi7>rHeyXUaU9MRd2Qs_I;hLRt$L0aP%z9mJOoO>NvDt7U
z7@>^_^H_ME1oR|}&RCG8<Sf$*QW7&Pr>M2sI_eysX_QK@fWq4&0147z9Va{~PZoTI
z0{slkU5r4x{EBNdR8l2WN5R8pk9G0<<QN7s)7KijzO^cJK9=y1R3WC~G=xRJQlbHf
z4Sa+?Q%Lv>Ts!s6y)867HlDN>LD|pZTdS||@>#=UhUP{i5<S{<P@+NcG4KZ_qFv5`
z%Vj37U0y|-TkLboMXI#1W!8A?_qKQ5-o8COr1WT?TFCl33L7t9IA%2jK%f@jSaGAV
zS4G=gT*$#BuCEf|JajuT8|px>V!uzPGi)_|Gjr_A_*>KS)O8WIFj~zhyK1c#KuN>L
zgj<mJR6LA8u^3lCd-Zj7O9c}W5d`<XzMkH}!6Dj&s2M^N6AA>wL&L-Ug9F_?V=NuJ
zJ0WYK9`*GN3=9m?waxbq4)zZZ4NQ!VynNm?F+}qrmaz8cPoMR4w$laq=<eOGe)SKZ
z-M@GLt2_9<n980!y!Yf0etTxHdo4{*n<-v={`_@QbEBN-@$;8Yo;~>b>laU-v8nvk
zKlq=1^%wu(*#r0$ufVr{`Pt{s2}q6&$_Zf(4D{nZYkAqy{Gz(P>T)~KNX4VWvhneW
zf&QWP)<HO{09|`}2C$`dbqsWL_O-PQbar6d?_@vv^g+{;$1fh<?`mP|_yGI`QIu$4
zS|%7<DX$V4%SO_(4lnhNI++sfOCypfM#qGGJ+zOrbHwq52aJCT`g^IUx;lG%yn9w%
zT$`EnnpIjy0~j9pzy7cP`%}1>|8gHcu}1(EA(h0#u;y|&3;6{z-E^bF2043kN6<6R
z(1oFNZ{wi6u!z}MuaZwgy|)_OlcoTr7cN><40<_>LWU@2EwuybK%?a9(wNiqIvQB?
zYNda68dSv;h8DYx>N=-M2W28Y3%k<Dh-Fkt4GJk0Y8&+xU_aSLJKa=19wOKn^qNZP
z$YLVB5KW}Q!E`K$(;JNE`eLTGm@1}1)k1tRHMhb}Yu+0V`HP8ADM=L0yO0DD8!sgN
z3(;Bdr(v(dV^PgdnF4NGIy{p~gqCPJ$t3vW5Yw<i@kY&Q8KW-ml33ulBRloAZQN7m
z2e;>YFtB(l->I#vEhaZA3+O?cYh=V0ZqFOMeUk6Ab?<Dh{r>xJfBWI~+i$K9_t!tZ
zzxa3m%Rm1=|Nig(?Z5e#|KflCo4@|kPyg(n{^LLW)sNR_2TV}kkZoMa-<}=(%YXjY
zs8w&FYwvH-B6NFk1}narPh{skW|`>C#rfa<`Je9Z?wlT<U^Jn$8a*Nx3y?HqNs3B#
z!rEhf?d)J5TmI$Q;qCPaDaa4+ZlO?c=TFE8AQhIf*I38ai41V50@Vqah>E2uvK8#8
z<HKG4?wO!CzymW_S)?w!&IJsSthkUN{En_w%F!<nPJ{yKScG*X$ugEfL?&4n;aI`_
z!c>+`1ewrqe&rIt1cI2piVdvh3~NX1_d%>*=@|Ai5Fl9bV?NKE!)8~jvi=#r)szj)
zg{QqVB>Egyj{(_A8?ajKa+yaXcd2FQS23pz)T&3Rv`eG_C9E=;Q6R8N#V(CX!vHpE
zrxDvOmCTz=nC$~JP-`{hA19T#?hS6W#v+zjWm1bw=4Sn^QBLW!^kqwj2jyd9im`Ex
zP>hY-W44&2GS%3qhb5rNpc08VQ)r}8m{*8hCY72~Fwh|&R}^P+ML-P`4E4F~7G@+!
z^(Lhflew;uWEaYXVj{zR9i7ZboF<r9s73|EBpM!u)XEDX9*ujPZssn7h6J&I=}V`S
zc_wX(3k#EGlSVF|n|4cu0;QC!+5{jAR-Y8sGX<%HLPkNmP7hI2E)uhglnX_fRMP8l
z;~=`cqFIV(3WTeDc3OJ?-}twaW3qB+DXAD>)r^03ro2>k*zL1aNt#VS^{K0%At>Yz
z6mx(>NHWedBY7t6Z2a?yWR&Lasi}A*%-)O~9_9i3^FYt&2M6SSa(sfG2HiB5NvC6}
zTrwLCgxIe7T%LR~MQJ<BQ=T)h?!&Y|Mq`lk*?Zy^13$x4YtHNDYuK-W;wKt_GKTUL
zn4LwGgZF;SQ<EbBNUbH>v8fd;pnz@G*7vt|>(w<nhgM6C`W{p-+DF;!!HgxYiw4C=
zhPF#O<oJN(<N5LN&fd-j;}b(yJRD$xqIVmCj!B7~KL11sMv)^7N;;C+2`vk@2D2Ee
zL&l`#C6b{$!%Iwzu(oJ=Li^>$EVm06gD~U@udKb}{e2WIR`F<e%wxM-JF6=|%a&lP
zvLUTi0FiA$kburg7U1~s2yZDhLnV~2RH~HAS4u0%c#{1i?@G*^XoImxJWD<%y)ZXB
zk6(jAZPyeBGBtUoXgm(HOCpq_lA269(fD`+F)>Q1b=&Yz-`EIM+T#G`$A*Tns}J;z
z;+z^B7#w1Z864>9>?DE6^9Mz%zpE1zMPFB^Oez@~7#QjAhxZ7WqPG*GePbhuO4il(
z8sk=1M+Y$c_E#;B@819NFaF};mtWrf{PVkC-Fa~LYfSh}&**u4`r;`{7hT&=TAn^`
ze)gojrG@WpdUPK@*o&tx?%(<9;hit;efc@E7@5cCj~>5x@|;Pjud{7@sCR?`vAY|b
z1>4UJI^RnaF!=yYh=+$K`upgM>}_j7>>BQBXShWEqC#k}tLyd4=WR{Th);ICZozW)
z3UTiKeRMVmWWtFtzt^FY2`~m8?w-cy!&aTipwyx&=w&L%7Q&w1@y_<~o`#ofv<C&O
z6NQaN$diVR_Zp;btz4gV`Y7Xe8_gkq?7#lk|MwHSuK#j(KZQrY=Lsa^Xy%oPp#kB<
z=#<^Um4(a{0#$T2l#8V)kl9|NGp=CK>kKNnK_#P4$73_O?HmIwcB6)5)0D}GQ;SnM
z7J8dr&3Hz6E&_r{CB*>gb-S_M!n!B7#krp4V|>n$m~+j0on9w8n4ZyPv(BC>x(>oV
zfxHi`Gfj>z;3jhANCo{%)OK)sO()7ZYN?l3^U13t=C#FKWM*SAzLJZUK{mp2oS#|F
zMggGKD+_V|6gX3QrD>m`FxqX=c<s7WXu4KTmll%cQkEjRTqd#yXg(7=*{Pi$(KHS7
zXX*Ov`0R+4MIDOiF=ya%j@%%MO?|nzRVi#$8;v&D!~osHi`b|vQ{YR_HhqjtQ&%Uu
zzxnX?_dk3%KRx*U?|$=_KYskfj~~f-{q(!<e*E3{KLPD}b9ua7XQlWK#@Er-?a9{7
z>GqrRL;UmbR2y&8rQF(LmIh*jaP+WV{qf^_<S*>=xKJ?nV(wyo+hr-URwe4VQDNl)
zYIPGN1#8UHeaJR-_L3*eQH9LWc6}E_MjhJrA|;je>go>eWMl=9N_mWL-~#+yM(7L1
z@SaaHFU9??NsPsyDe*aj+J<n>$$t-eY$l$HhL(z47KvpoEs~Q@M%PvVcT=FU^zQb$
zRA`K9*r7Sg(+&d`0Jj+JGYBd9L^KzVkh4n$L!?Jxw5G#!|GDU?!e+$aG|K?sa-{?O
zEl1<Ct~ucIa)m=F2QEQ@V*@u~Hu&^9pH7R@WyWk^nP`zTMlX*}X_rel`O_F40d~r?
zBazHmZSz(O_Io?f)Nz4XEHw&*pun6OjRn;}Fkw@w+<H9<!X&(Up-43$fJ-kM85Io-
z=q2JwtyVrhP9PnNNF%z)N>Q%-d3G97<3%x<m4XKQ5rK<bBy$MY2ym=y4@E=6T8WIE
zART-Pfq)1<j4$K~l~^Vm98pX_02pVuLYRp~=<G8kLScf90Ghz7PESped7O4&e{8&n
zOll2weWWm@NC2T?lETNIy<wnT_=A8{OpJ_pz20mlgB{30^|HgcSXw$cJ3RyVes+3r
zcmSo2SpXgE@Nl0fTq>SmX-II6moViuKJN_0&51yeaSO0#Hl3LDc&A++AAEyYEaaPI
zx#_mT;){f4=5VQzRfW+So}Z^R3@olitB%b3$WDd>0U8V$z+%+x%+7}9=F)MX$6ym8
zjA3jZnOI<lQd5Y9ARgq;O47B2l*Eq$X$9;B>2zs<S9&z=pPlziF=#O&7P3%A10038
z|BO;FxRw@+{5n8RQJI*IcFBqqiwy;AoBqcO$P$1lcr~z*EM_v44KeCKHl=Ln^5XQI
z^A79z`~vaGLZ%_%@}y?_y;S6cg`o{!{VGO!9;n9Q3&%fE#Fc6)kzuI2xH!+}v#6)x
zd7>pNIJ!#39P4`O8X4jkt4<D&Kwgki<QT+vA-<6pX3NN8kwFV1J){<#0}$^4h++2U
zlWZO#QLI)P01)&#tY`cp+zQ!+1KN@{YwTND{;n)7N5d3(7d=xn#w)myY-MUyNF>uP
zH|{~XSgO-#)N(+>0>Rk0a2$L>n+$lwgrK{l2P3_BT&R*NhX+Pbvqpx7$s~>pGi`Ot
z#A2}a#1gw-x6;gOHLB^TSIH!l{0?-s4|I3o*dOen0<wd>;p^t+-u8BqjIUp{fm*%)
z)z@GC>Q_(h-g$WEtH<})Ha=wM_~OwcEM9oVAWqPoP4KXl62|s6wvGI!rpHg8J$m}^
z?!C4b&v1M_`WlP=(+79%JiPa?t>qP!lhhIob-p&KF=Gh_y1JOV!l8g~+9etqlClEj
zp0vK|ZExj9PGF$Db*Qtg(P7lrInddL*frSIPD@eqqlXlNw>)oo@b$gsXOA6-+fEDB
z6PxRFlkE9iGj_ejqSiBgS&4{=q{6;FVNYY*h>HwA|9F3&pua~xG5YT2-QhNkyL;u_
ziWfqR#^5p-W1-}K|L_0(Q@EJ_avwjjM__fS67fg2s!J0igCM`e6XPnWSS^!!Y!D$r
z`9vlYPHrsIR<mi)Aa0ASIt77!TJU&oTg_UxbCSyetQosTfg#xf08md0UgMuw3!FwZ
zUk~62?mfGBbO7E!TsC->W*UNKU7&$f5Lr*z>eZ@;`#VuTIVm5_BdJITyV0E6MoZ&z
zArqhTE+%5<J8OHZx$Sbcm<a4_R5_qR(<%~goO35av+%oeVSfe7ZaP|90?Z!X2Aq(g
z>m(kb{tw*5l!=C;jcR@&8Dz0o$i^}4!zg8US;@sQiJcs--(2pY|J+`(g~N-*rjLc=
z2HU~QqpkgVX|uY3{S2G^ZhfU%E`0al!_n@+{`U6m<uP3PH&C{AR{!#+@3A?*xxM=C
z!#8MC*s=cn$DcmDy}7-(dV6(qb%ZZ|8Ex%sZ~MH_e7$&kynVQ_N~t0SEj;~8*%)2e
zi}8R~Ftk}N{+`CiH`nj@1NIs|68K_JFW_Jt@9z*nsFX6tG{}Nuy}SZxM9~oIOX2|M
z2OEbQRp9o>1jMs;Hdnbe;Z=s*MXAgh8<u2*s>e($o=!wzB_VKOm8aox1t@oZfxthx
zFfKO>>G)DULxQs58%xIvxg=pp{-%HvW#Uo1F(-%cIg5w8+obrRNb$*dXdcrK-RP-+
z4<KrT$`xsFCz!j~ZIRvJI@>4@wp;juS*tk>Oj3`z!r(FK>D`Vu3Kev81I?MVtQ`|B
zJIP14TG3Fn^jZfRkxuP~%7uv3Fm#EW8Y!{Ljq>6Q%y}y9q>`Xx5~`|&%p;5lseDqQ
zvH?(K5K<|fI-O=>!XlG{ROORyok21%te41iB8gVO+EHcKYQT!x4MzEdP&FZJ(Bn1Q
zX<SztkX&pA<!aW2Vi95#AB#qY<m1CMEu#98`j?Lj<l~U)1>8p1<#dtjA8w=|bq2MV
zg!`CuY&3>NDjepz2_zE{7)~izW5EzYmc#}^Qw7!@ZkU+)4T3$Pc=^~Uc70rgZ1C9z
z!f#<1!$LMa<;3T{gAE?Xc?BBS(c$qi9fh|rQ!dVT_IBAXmzT@y_4Q)0U^N-NFl=K{
zSP5AD%1g`sX`kEf09iKYa?-Jh$ca^q2Ioj9xR6QXOv7(B@AB9*`lvs^;1ppN+Swt7
z84m@09v8Y2`#p!v#u^lI-i&*iagjWZRj-SO!+6HvaUoz6NMt!!tFi}V%U6S?km7Y6
zi(sJ2Bw}ncXWdgMKbxyncGlTggs)(oO$>pcUoxJ6R*y2oEJQ|xd&M|;eR+u<MKpjh
zZ)qV<su3~x_dor_)D#K?8;A*jW}6&9_AgFOi53<M#WX!i^_4`(2V7>(GsQGWPbJ3+
zVgkj5MUbZidVbcu*I3B%E$rMe64L03$ksq~Y^~SUR~fV*KcMxY7<1M@-~yh8$c2=A
zbpiWzw^TqpFKw+imY5sV8x;$@g4R}<uh;;uogE&n6qok5_V7P~n|O0`!+C9Ydy6}~
zvA&M&pQGN-0n#`b0U9Fl>G6xRCI-I-fq&iyZPf<WW3;bND_6VhPCM&wxq>%pg#@I$
ztiQV(&y;W!(0uR2_~`iX`1r684<KHz!5$Q&R{$Rd`#D)tv^^{wpP+hsptn~drcxWg
zXxHdaUwcbaTXW-vX2phaxUZ+Z^;PHVw!V(neXjx1KfZV8tM*o?Ur1PY?|=1W>vI;0
zclrF2d-v{t`NgZ}kDH%7c=_zflLz;(;=g?Ir1|l~o>nki&!0Sa#OTE$^2xpX{QRd6
z9x$`DH8t^N5AQvC-PSfTfQr>h1EhRnSUA+*-_iQIrHMEOD|px}q9M#+?c91_ze4yL
z@9hDQG1UE<J|m#|qkW(;IyzgLAl?smceOo#fnG;)6XZQb<6e)|VKd<7SYNJVxwmPJ
zW|iKiGtot^6-y+8gN$Ay*u4e^fP)Qown<0&MI-%Gh#YV4@6~pT@q*XpwrceRb5gO?
zfBSF$?GwAM|8jRfg-2j1lZp9!=X-17i3zzxjQL6>6={_~tDLa1iplIsrchg~{P^)3
z%qmz5Fv(Au^>&hvq{pYAP=G&D7-T}P)!@*n=~yu-<qm^}o71SBw(6Y*mCI@%)d&XM
zZN+1c`CUKjw$n7nc2Xl1F+|~PIzKzf^DGa}QRy9+wlAh*G!;f0)QI%qW{s3wG2+k8
zySG=;<#c!{8?9A~w0J<Kj?H`chD2nJ@D#f(K<?E-wvY^hL4;$!n2lGUgL#}jz+zJt
zpU0L>`d3%7%f&3R4>(qOArE(1XV9zz^^0kuPNmSvUL76j&H3^E=IZs?9yHg(jm3+D
z>eX@m=4=<3JT~<66M&67xI2z_w?5vS+#YSd1=4r0MdI+czxj4&vj#-s>=3Eykja)}
z6c!-6t1J5i)E7&H(D1__Z?3Kv({x&#L;b3*P$YD9vd=t8<}n+Z5%;xkR+fJH;k)1e
z`2EKZc*J<0r?#ks@&)FLeGHd?oekEJ^_%n4YZw7L8`md$Z_W;A0RURj2n*DfIglev
zogNZ!1k<$yYO(@QBAevlUCF0cih0BW%9572;`!&;`r_DUvceDq^eNl$X2<Akf}7!W
zIU+$nI?2xnO2m>V@kxM~h!up$sCFVZ%H);^%mc7xN6F8hahMYUe|W}=*$BuRh0YD0
z`3x!Ad7z^Z<NfX_i&8NIAWo~Ev6^Bto}X!`Q!ayM#;7UIPy6UwH|g9Ibn3NXkDD*>
z6OYxYy#y6;s!K#xg(NUN1=AI1sukka_}HXeGDot5BY*<?y~-e%P>qcl#bUEu;?!xJ
z0J}sI-Gl(Nmq93z4UI~NMy(1pQ<;;Wpj3kDQi+6ufx(Hsfw7)G&=ag6!MW?@3dSuK
z>%!qd!QkLnfB$e#FPlWJ7n0FI@?{z(I-MR;v5eHPRNnKNdb<J4Cp2?0fbm};lX3cB
z3s+rPm5U`nAWbM2G8sb}FwBYJ5r7qDomL^1*bU5D4aYt|4f%^%PA!vJ4f<3(>hro8
z`JiSo7jT)T$eIitqZf16;n8u9EA{;RVyX1@-Mi)G6&NAx(%2%xe1Jz04TlNc?d|V#
zxt}yyxCYT1h?vQ+1kV#m%Hyz;nv8~n34)Z~>3R1QV6j3nfjx{V;_&E*YVRVxfLQqU
z_U60aeuqDh9VJOXrYWZx!oLHiL^K#kM<bLNU<_leiN2Rl(I`|{NT!%)Smt5>WN4pp
zIe&h3#eq~1>x(09Q*)2UetDTi9tJ90RT#kdR}Ko4eOF362Qy?0(bhmutXHbIv#89j
zmX|IsFaPkzKmOs5f5JJyx}0?IdS#6{jbRUQi8mHL$uWZy8P7m=?pPez8nW^uED4f}
z2mn@jO!a8IJj20A)WE02BecPz!`<ARl}m75BRKz=qi~9*q7jPAXWR~m%^-?@uFqZp
zFUG2IV~zULGGifnZzdi?B4g1{v^1Yys4Ol6;agrTGmddCWBS5QK<1cK=|Vb-2@TpR
zLn@0-R<#hrm{z&}#47D(3zU06B0MXgcp23OsX&CAi^a57Arp;_%S6J4e8di&fMbIu
zF+M&j7#$pgHOJzwx2p$WDM2d1$f$Ti)YING)B}PZw^xr!smx?@N~L;YLIlyFud|bH
z!GjMbwYyP^-PGDb-FB-&F!ucEljawo<eNYH^=J1naiMfQdeHp%QAcxg%af;1?tcC3
z{+-t64?ABqcd(soe$m;|($U=1{j!O6A?)x^9zFnW-}3Zn`^)BDhN}jX{!T+Td;IJ<
zpKQf_|3D@jo^_eW26{T^d>rV4dIQ;*j_d{vmCYbhU28KU)hI@_&ep;1w#G>Ia|#jz
z+iU)ymoGr`w>`sh_VmS*2LSgiCWXVI=Av_UaJad;74wBn3XRi*TN&D_oS+S$d!mlx
zeZ9iLfw8{s1{Hs#4^+oH)Y4tba<>+uscD;o^OwtLU^V<d{>T6L6fWk!+{aJs5pY{f
zsd?YgRz*b`w^1r5CFH9{<(_oV6_Sg@>r42ZR^Fapx*f>fLZ`(@oA5N+u2$umwAzeX
zokBu0jzufC=)iYtsiniOV$vw>1{ECqNv(puJks<QTw!K29o$x<ITj3Y@wI7{kQN|d
zLoV3c-eC2>5f$V$Ro6vMgT85yq4eD>rIIPXCmZw>V>3HdxRCS6S!c(**X6(p!C%cM
z{N+NLH`7c!m`{+A1VE9fEN0l3RTtCsr7XTM9IJTJC>~100_9SM`axJ=Sd%y!(T9C=
zbp~|@D=b?B0#2vfD`&gwzx(DLs?PhH<K;r+@@V65Ynd=2yT!}n9USh^8V+_2H>+z*
zIEP!6AHKby$?<4+^TW6Ae?uG4+2Q#KXYhl|Q_@&C#fqS@sHa>lq(HtmLRQg0F&11e
zW==L%kJl@^mGZ^@_P5ukh-1}4E<8Qi-`WIK^+#a$AKo+0ow6C>biJ{*w^M7Z7mp5D
zk8(TO-9A6qV{*Fy-c`ylgPkAj+*}+S@2#Kg)`5MYk{us_sjSf0f+!L2dh^NT-a0IZ
z7-d5n)g@XQYb<7xusaf~v<0OSF<1eyNCWa;gl5lxi(My}1v-I&JIm-5PsYOB>S$uC
z_}>;`cc4$ASQe7W1e*i5lTy7xGM0(p@0+B_2vRGNQVL}PZa8K}kHx@Kf;Jya##Gi3
zGYq=yE|Z?%p?q}6rB~V2vXs|ll8Q_cp-V^cIz2%eEBRTu6xPHn@kXi4CJ{Mw8gL@)
z5KS!aSlHpKS1H^om7Vq6#5lNnmXAiMMA+Y}5sX8ySB;IEMA9j(7MW{Osg@6q@PSjU
zHcF+SBusL-YFwZdiq!&<WO!7DB@F5p^a%k3B>_oB$f#NwIV=G<V$tx(NN+FEezjZz
zA$+*E5BZDLB;H6M_AO7zaE<F#8ekE^krA0tL>>+Kmj*!isKVhfxkMxtgCpu??Ks-s
zM+9<ic2=j>*kQX;%qI}RsW2!tTEOOV6*l!kE^~HvluSg0W5csv54lCiQAczLR;$ci
zwe|V|H2kB}Xe>bl@ciNuXb8JVC{`3uFkmc~%hl@ItQRZ1myi83fQO9~Bwk*gqlS`3
zOat!<g(!cVpJgdI&C1w2X^Z;jGO_US;r`{-1;(mItzmT)MQDF-pC}&-M7>Nh=bGXr
z!*~#!1DQM-4F<99Gjy?M1SrDCpum!WV0=DMTv&(%=CHgMG6~K}SPiKkip=|oHbd`U
zX$(V<V@TF4;_u=<Q-SrK+DELY$z;7+L5y847T8NJ7wG|7Vsrud#VEz&aQo)X_01J*
zd}558Lbh>TZEUg%yuLW&Ou)WywNbuEUr_|FV{p!gNXy}ZPc(k<cmh&A;mx3b4wn^(
zS4OYK*CgYNVI+CEx2)y~3oxTL($(<)1M{gw1X;HcnJkomZy;nfy0h!sOZf(TwUBOP
zK6%BxxxGC;I<Bm&?e88GGg;jDWCijKY=8RbfJ_gi61%JAWk@g#V>j1V7|(cy<g<C^
zI>t8E!80C;LQFgv*dc1coJ>fR5(SbEPA#c$0<RPsL$yN6t`LVjGyKHRFg@BT8Kv8!
zBmIK}A7v9_u=X@=Ls*4!Kio4oF-ndQo7j-UPWDzNBVgt7^mcW(y=v`z4R_)-Ps@(h
zR~@g|?sbn2^pbXLX>M+M_WZM7|C;IR`Gfn6QW)=>A3kh;^oS4Io10!fe$e*(SzlXg
z>$9iLj~~OSU<KLQ^rHP$EABEr$@Z|jwWa9^V6OY^uU@@sYI^qgAy)j(woZupD#;kz
zkfGiV#xIdzgd&FV{(j+L|Ic=;-oEzM{?0ZmYY2Jrv4N3BDK@>3jTaqC*Xx#MR;aLB
zpWXku>G7l2FL9~yLx#OhD<`H)qNVG5VPBNd%W0l8^0Jc3!S`YD0y`@hq#U*Zoq#7s
zgoX>*_uqcA4*+{*qmWFyOlAwNd#wh{&M(u~CpOl6B6pWvMm9KizP+jzPS{i`y;y|r
zMI)AYZIj9QU^X19<QF$r*4~|8Qc5D37=;Ky4sptC#CZ!-V%lM)0hTub8$H}A3H^?M
zQb9oykJqatV7zD!1_cHN9HNoMU?4O!Wp@&Z(#a%|Iq%iQVY$3;dwa=S9B+o0k|@K4
zqKL&S33_PGmkQ43$h6N)RkESYrR3f!157rbh%Dz~n++G%621{&U-e}^E+f8_GNGkR
z6a#S~9U)=IIx-)f$BjQXWhcc3AAr3B3Q}VcvY1<0%5Kz`PmhUvubmz30KF%4ehU9+
zrEs>pNtg87tMi|J_bqG34{y%jU(v>RK(z49)yc&nK&@>ipY7Gk$==T8=>e+O_wNC1
z)qnf(-38#&<NbFxXGm(yVfD2V4R;t$=!1kQ5%D+@UKbhuV%WEqi`9$iL#+Fah~gG-
z#+6)_BJ6-`lJ}Fd{p~;fBZyz`e*E3X?>@fAL41h8cc)%h$WQ{u+dH4whAnWgcXe{G
zUtc-;|JZxa-bnZK%<og!fPs~E?bVK?!OZE?xtUY3Sgf3LE>_Mtvx-&4oO8}>vYYIj
zPMXooNP@A8g#o{^>=z3dHoP#5{Sf{=txwUw5n2a5Y=$EFRQ>Pgy07bZ9c}X^UtXTP
zps4H=AlT03;pXKbyU5#X&`5ytvDCC$*iPU#;lHAE`;->6osB&XwhkC2&L)88of#lq
zs|&d37upSg5-g|S-q&z#EzB*#p_(QF)`sJ;wZ62zJWuSg(<rrT1vp@wJ5<t8^ocmI
z02{y6n#|{E4Op9<o-E|)`)icwZ7;+L9(tVMLF)ikEk=)756L9vb!AC4IxMwVAm*~0
zl}fMC$n4}Z=xs`wn|0oZNGBe(kfR?Jn<V2wvt@=V1Dc&(E}K*u(CcDWE0EQ!_p8(1
zWMn(pOvXXk>m*|)x!fp|c?|}1FgO)KG$n;xD;CqKJz>)GU#2gsN@<oWyx6@=7UnCa
zDZ9}`1Xw3mY6*_PiqvY@9wLrGUL}pida+ikPE9pjb^(+}!V%%iVKljI&at6kGZ+Aw
z0tdcU(8{FP<596(W{Yx6W;a-5Vr<4@Kmo`XI)xH};`-*rWUbCy<ifEs?zIViGYG`N
zi9i4zMLe2}N3+>XD#gU=US6cyc>#RH#nt7}@hL#uR6GS}3zI!V*Y?id#q*nWCbR7w
zDD|amj;V<a-c+MOG7c?;VS@!RW;3d$SSivM1b(Voz!;WbsfP(4lOdL{QYOpWZ*N~9
zcAcD@?e86&!3)LBe{}rwFTaq=YuAa!KyH~r1kc42%vwxS5LPR>0@D}ZzG)P<0!D%+
zwBEUP2gf_J4XHzpSB4pu(O5f4(@=-OJjTU?Yiq965uV?TDVCN${_uqsAvWe~ON%fl
zSS%7xIXmKcy1_M!%N>9I{M-!D-5UYOa)7Pz7&Fxo+2w;P9_lggxz4`+6jf~vpBP+}
zDXJmCp%B%?62H2z$au`Q6fufq@%Gwkvs!MJOFSEh_3rI#Rtp)Fa4vG@RVuBaPoSp9
zBcavR6(-SIrGjilp*A8sdL3gSj1I^c!UJAjMxET**m-$<dvtL8Tu|v}r>C0jR-4r3
z@&c4RAydgZb(U-+pXA~UKO1OP?sZ5oY;JBh8&j=jJ3}e1ZvttHiz?uzhsWs=)&*Rk
zW_<WmJzA-DR4H)Uqi$KXMy4;(@E}kx1TK@#I4&L^8yYpLHAW3yF1C{zomxjA5)D`-
zlaGr=i5aToQk_;E@OuaQ1|hPFhDXH1Bj{$Lez5gVs9fytg1g%H-FM%8|K0C<9zE=N
zcpp;z)BE=jn);qRX7qae{da632cC94`R-oVg9i`3`<-~Ow^x|HdH{ma(Eaq@y(iy&
zFY4`MZ>Sg@d3^snraPL6guUebr;;HNqLa^}qZIPNy?bm_u{-jtVfxb0Of)=9AEjC<
z!IP$ujwwe6wc{hqV{#A~1AVl3_xE%$eMv_!h7FDm4iEM8;_8ov0|Bocz~igu6oS0l
zSl&s;vJg=)-a|aL>$O^$gg}B?B36lqwc}!FV~VlCTDkI<Km6n6!P(K)0Y?3VKL{{9
zAD%ef+x&I<`bNf?Z|q?fQ;FGX`TB4V=41#dz~{wR?6cSlu|%^_oT=4!RyHmU&gh+v
z2ZKH*O?IJDA_kr)7YoG#?pVkNB+?7++i3y5%@)#QHblLypwk}lI^zLSkPcoWFtlK0
z3Akw%F4yy=pbK<%?)9tdjrB!v+@C&u004CJ;svAEWU+9vyACqFT`A8sr#2QBD5_qc
zn_BJEC@I{S@2t(Xaaqq&C)BPU;%1$iJi&uS(eujm%Zt6|r@**27N@6Xrz%@3(<@A3
zQ`HuAFOeW~=FDXEP%w&P7vCf`j+==z)yo@HrPZDF1+Wa@++SRr{qphMm$$E9J->K;
zeg65CQ1|%d!#l|KFV6QU=KbT3??1f8+kSL?y7wN+!{OfhSGV+2lka<v=j!^1g2gZI
z?x@TL!1eC#M(F8jR@dfdRyqy7i&`=a{Hl_QQZPMNN$)RAU2Q>7DxYkwUGDGRVd!c#
z*~E?Z_3}ACzkBuZ!<&yEUcG<!>Xrc!lECin#pyXQe_`%|5rMC3ef1^AA515#8h1A?
zk9XeQUJ{}_*`cPlc?``A_`u%Q&gud#IE=@w$r_p==%seKOb;^i6&lydY=?P?noAxm
ztHXAqhG@W#nWF?3Juc|h6c{K>GM!DqFgDp~R2j<%kzuoEK?!gb<QXUIG<?oZt5MD&
zHQ>Z1<;n`1&H=)7IJzf68YTJ0vz>B&tvv<Vr(G_D-41$u>gi-FpQ^?~IlreA4i<vJ
zAlHo16b8EGc4Dn(aEd}1HR|EpV*m@7%!{qLlt08W(IHn(==E$KGr>?H8gZ!9G1zow
zvs<erAZe1x%?hR4pm(#cG3c4=98{XBRD5RPcEg0&rSsr}Q7BZRF$>5_rHa~UhtX&=
z7_fUWWtr4!v@d{N0EnP_Da2y!xRjZy)tJ;OWNZczxFo~W1iK6>Fyd<IhzQ=eh7&}9
zQJCR_kvcJ}VN*~uWU?FZn9v79g^C{Tgu`Ts24Iy(K(OlMGUPQDc|e@-S8G+8bSmQ{
z_Gq<k?QCB>zk)L5uvi!v&N=j7yg0wSJUP2a#xq)}0;<^Y5sS#@`^3h;c*1HpIH1Kk
z8lVL-l}^O-nM5g@Dx@;SWD1RXV|9rHE5>|WV?tJSYKn@~O0k5_gA|5lRV}d1Uwi-l
z-KQ^~f2MZf^QY_U>lZIy9vldT(E!=2xeR;BPP0L;5c^qD2K9Uq-(VpTrw$TS^770y
z(^mxvClX^S%S0m(E!a8YDkp)+$C84iD*=_P#*o&6O;IVOvgK@%&dGNlKAw;kBnL@%
z_9-mWm1}Z|2S>YWo7<~&0If0ktgk?V-Fg4vjuqkA(IGfiNEFBW2fQb4tLJ9|P8IJ|
zqms|XBVT=A1@a(>d${ZvK^gY&D`Ga=Tm^4D$&Ubb3SnplLKd>y8$=!H#qN|csdOZg
zi^s~jG`KL<?v#6?R>56iYGNr#>T{;mVy*-HwYdsZg*7H7QqaX`muHvz+Xn}`bVu@R
zA}=ZEaGOA1R_HduuDG=QwUc|9@p23F3z&UeV@qukqtmm=SR$1m8;hXog8It>Q6Z(7
z5wq4f-YxQ{8iibkDr>b_DIYQ!Admp7S1QIe+#}eWa$=5>ag|gy(%1j58*`0Jsn_V$
zD$Tf9Dj$=p6)L@2IVKt+Y{kUI=rY(p#FrQoiN?i}-mV_tsFVr~^z?N<?WS7j*@K5n
zTu*+_p7BZV)5rWF&-n27zk7<~ePC#Ga1gnSv8($Dt=Ufox}FX958={BjAB9?de%eQ
zQBF`1Deb{M_^7NepFY5U|3D@Zlk>vV0zu;0qlereFc-1bSK-SNixAC-7-R9m`Xw3Y
zRg4bFMg1@*$*0If5czwDdb`EL1HI24_jNrXmD&CH$zWISaDPwO@2D1w*XNY2T~1XS
zi4bc?U(oHN;GVh)B4%pI81;@67*PkQk%-iip>m=4)0e-T@?yERGgV?;5(+uJ39l17
z?yu9=H#XLMBM*0ZX0DdW!;}CVK|3(kS(gdH%0Zm5Su8I!JIkGg^L-%dX94$w-{VXM
zCz1ibK<<ioW02|zuDi@Z7wsoTddJwj2sRj_0h%RanA5EDIxMj3AxQ>YEFvSdT!{hC
zZ@292ZcNpSL9XrdGuTn}S{<}SF%q4wRTrmf6b8`^%`ywh`p)Y7Y@@hB@k2SaGSj4v
zkTz|`t)+HteXa!zfdawxnI?n^7!<3sQw$RH`|wZoT&$5#P7@dgEtShvQpx#78Nmle
z1UJKTnDcSrY^@$2te+j>OW)exUVC%<0-P!9Lehet-@N?z^6KVb=hLg3KmYM(9Pt<X
z>!ct*yuNvJ_neF&tG)C6wLky-`SJ+t{P7)yb7zM?e0;&OQb2O;tex$yu!GxSWT|8)
zGx171lJ|QilVL`$TXu&h2MdkrQoX!^ls7fGIo-V8-+py*zP+?SgkgMeU}tsl=g)8d
z{0~2Vcz?%9`vR2H9!tzEJS5=3KD@c*VH_WBQw9F^?&ibY3;vnW>+Epj2K9V@OQ7&i
z*Z0>KC>h!Vi%Q0zl84$sD=;;e8w<0?+X8kQI2fZEmYPMdT^k$tTcD1!Ct@|jf`$Q%
zbx$sn!#*_ItgkIXyr^)J&bOL;LOAVM_p$WTON3WPKqNuBTv=M~Gy#7xeR0;~3&JXm
z>1(o3;G8Wa(vV9hvnen})Z$cA$!a2z4~5Xd>gjllB;!}teJ7Jnd4yeIj20e^+OARx
zvX$2pW;n5%1A1*f63>KUK9kv{(L%G2I_xgB28qlAp;0DFV6Qb>qVOn{DvMm9AD1#>
z`79>T5d1|uHs&*$d?vItGuuYL#b#A$K-{~H7Mq%86D@TQf^o}i0Rqg>1;m~PZCqHK
zfM{HpwP@o~j!ATKIieQTsAIz-KY?Jg#h}uS4@-I;J$0H5bnO|G*z&d9r?X7dD>(Kj
zRp~_;vzsjN$uV~^1%W$qnCxD=hcC+B-)%AC#>eQDjK}vGbPkU}7o(3sG~ES4wYS@9
zwUDXO@g#fTD`J7yH;YSajcQ|jXn?wzmv?uE7>ZUmpv$kUu0o0cFGjIaA{=4rpx(Nc
zFCZAkydHRN1SnYOfoHfBZ2Qj-k4}(YT0p!q=~7l;bG4gOFJHc(&ho>@_n^c0KPIuy
zUq0hdC%}jejL~alVF718EM*!h8-*g{4KajfKDSImMLx$&Qp*>C%A$NCrV)gMuFuX9
zzkRb@*+6BQZo*#R6HcKe<#NPck)&YP|M>GyNO@mLUvxWeV1)wvusAoj&se##%2SO$
zpjO$(1AE}V@Ki6sZyg+R1+wA8kWWs9T_O4#)QbkJ*mM%BLcLr_Q!ESPf)XF0`H@$d
zSse9X{I}Ov5dbkp&eW@&I>@pN8PytyS$YtBULw`GBm-E6#U(QyE74Rm3Jey@*XqIo
z%PCUBaA^5EHQ8i~W;<*zr*?2A?Bm5hBqj;RjDKbIO!yI38|!1VJ480Y9=5rOjSY`K
zk~|HMvjokFffl*V#mQ)N(4nA3zf$9zXCOzm61;*kxkjP1S!^;X>qZz|65uBWH9JL_
zS}xP6R9dylY%nS$QkoY~ahcDDx}Fi7^13`qsY)SLLHr_S6`b%`jE3%~&lKb1f{m(o
zKr}d{;Zs6-=;`Z!*46v$8PnH;dyn9$KDqaM^e%{AJ&zx<TV(FK_xHag)d;_f(W|fP
z**L9^PibK6!x%O$5&^I1>*|L4+I9bdsCQs=V2~gr52NS)@4Fs+*ZcTU*Mo=5Y24}P
z<WjPSeUHEQI;}>fOedA<q~p9rK0K%%6ETU&Mn;CZpGt@NY#JG$7K373D*C#P92ta>
z-^Z@A>nXWNrY|N&y-L=oWg(?po!zd@ua{G~uxG+;rXj-Rw(=wu?u;;SYC(RDi?u-S
z$3~5E5sbT!@BY9m=>En*vs6t5gS46^ye{HPzfND@$T;(jJ<PL%vr?*fe)ih$bORUS
z2G(h^I&|h@BHOMtI+N}BsriG=!;`(!fQue%9e!y)t&Uz7ne%wqlZ*TEF`wUw*&bJn
zl>^9z$Y3)ETr>^og!Gn+JQT?<2SN2xIzx>eI99<3HP^OiWMv40L9i7Qez$j;I8-J-
zRVWZRr&hk6O+kv7oh&bPC>AWQ&rZ%YvJ1^3CDdPQYbxvXYYQchRk{YT>#xq!48nbP
zXtq(Ft!59Y8Uz6r^Uu^u9hgVy6eWYpGgEu8b(R<Dg`)(K8(3ICCr9gh+so|bSY3Yk
zaQF81_6_Tn%agY+PT^Yo@{#gtf=kCgeR_*W{djkmVrn=-z}`{4_Ex5EPPc9^_D&Bs
zZeN_=K0jyicX_yjrD}TxG&eq$PN$j!Zk7*uE74Ff;7xmM*iCSQtq^{1POVROE?}ZU
zJ)LbGQ+~(lWOp0<vTU%Qp94PpKmPdcFaPl4rw=@?SC{A4><M37J^$sWFP}fWdH?qA
z%a;#O9WlsV9qy3vgbr~6hhm|<N+NQ3ZhfH*9OK0mjV`-jyM#KI#Rayt5M`NZSw61L
zw5cfG-(2ICdu4hC(h-X#NR=pBoDO94aN1KhgI%1>3q_5)Ys4V%*R}B#vrFZWqJ{(d
z_l)4uZ=u2wUf^?LU0dul(LI>cs^HMe#dfX4yjM=8>bX*@SZ)>b^?W892~TFTt$e-`
zi$%fOM?wLsWilCUC1WK@6(@X!NI33xqIX&3GLPQiG3Y_9#t8;0R5WDG)*B9$3c_m0
zV)C#qS7}|~<#l?iLJ_n(LN>cisWi)EPPLXlA)7Vga*zsPHZ#ejK5~mjqfyGIHTr3P
zGnpr>R+qsL^-O@9VByFPF@zb6X9UDB?*uzUvqr}f2R9cEN%`m)S{726j<wG?i%F@8
zuM5x;!qV`VYE0&F*lD$6T2qcoEqbF)p;F_+L5q-#W38uw$YL<Da8%2cE;G;oPFO2P
zq}^zye=-#CM<bD&+n1<YH!p7+%_*1FIX)tWOR=yx`{C1j+UWs>5mP{uJUlx3`02~h
z;R#KVR1RT}zkd0Ge(8<P?HR1;msf~diD(>Z1g<K4SzkR}Q7m5da%FRaYDawfOEett
ze@tsw(&>%_9uf-&*>CP{?+Pd_hM807VLTT4zHw9?0!El_H;)MiZf`QE*NfF6O=Q#%
z#G*7;KvKmshQknYMKP6T$|71w9u|nbz${&4n+K$#R?Qd6*;KPypi%T-f3I1`3@R`y
zkhz%0wzoG?_L#4Z_P8rrWvj?KZ+>Q$np5J=Y_o;J#G~WSUp|5aTVGpYA4(;}^~L3z
z+dD=tVeC0XAr=rQT$U#Xd#uRGm0&<fM1!n8c{_f7E?OQ5o(I4Y%!G|{X@iRGRqmJC
zTWf2CJ<EAIJs^R&rW@7Gm1V&pR>-X|#X+O3))p~L;3ZAQQ34U!))slKLL#1FC~Z$Q
z*^5FRqY;81<NE3vQrOY<Hthf`Rhe}+);9Kcsh&LMs{__xbIRvOBwkrsBRU+U1~eGN
z(IFL&!Ywgt)kM)Xa<+$R`PjIb!Uc;(3*}yKl9FdM&?zJ*^Qe$wvzO~xGmeS*gM=lM
z$W$_>7~ZZ!WdiD@fUcm@D`iTZM(f5-38B$z@9pkENdx#W&@(X5J2)-^Uok))P^Xa6
zG4vfBL%;cZ_!7)i&mP`?_}%YNz51SZiHF5BT=zbD+V`ZZ{|S0m?`XdWo@(#c@k}~A
zfB}pVPOa2DdxTupJ<>k{`>X$1H^eYDn*xJ^J!W?|w=f8IYy*dSo-iA+VKnfi**wZ5
zgc*mspQ^^hlHnog@Stv7q#GZBim#E3$VZ1{qauY^#8fugKQPqYgYS#7q5iI?1jo{`
z2~3PPmv@Wp1(bxScY<n(pvRpE`HV^_Br%nEjJ8MhD5Nj6FR@WEnvchR`t*mR9bTE&
zs<~n&j2YFR4*1^Qz4&$d`o_kZZ{*?Ly?mRA<}OZO5?`bq=&NnsMnWVLj<?D{s@YYo
z>}?#JA6^0e1t^gScqSaC76h#rgOmeb0>c;`Lr$}1!ihE1X4b0Q79A9?fXm6sqmU42
zGGyC}sZ=GG4tpK&RQI=6*cndOD|3^jjhPm;bl`*L*llsrluC0`O(v6iAyv!9+LiQ5
z2m4uJxn0{_m|B=*V};T+xz?$zOjXd7pcpWNEzh(u*47Kj4lvbfX0=^fo+>UiE4167
zr17y#ajR6ht*_kBDzv$DezfuO=JYu<>Z9%F=i6^ypS^l{_Q#*z{>Oj*>C?NnpWc1=
z@#DK6Kis{3d3ghKXm<^_*DpVQ;%=6)<?NWTYv=C8^-rJPzc|^wK3=;yr}vPB;2z#H
zM6lbdD;m1j=Q<k;Eu3ewllgioRE-64eplF{uV#{*bhw?Hxy)j%dbGZ>y);K#_|eMZ
zK2<(T3w$8?o$>y@d_4LWKw&?B{^`s6zx?TspE2Nn{_*YxFaJ5sj9)&#|A$|G{_zWj
z{L{_lS>l<L7M<Wd-eak{K~vJv?lx_Yz=`NyWWHi90s^qHw8V%7OBUN3P<m!0;)=Ue
zTW)R94vaT=2N?e9^2W+iwOp)}ip*;SAo7_sS++tlj!{Rrg%?hlI&#_EWQEls6-#Wb
zNKi6&VYX-Wf^DyisFls2Wags8k32$aXCYfoCc;kFWRB4bRfG!BMkyYvB$FUaX;Ewv
zwTp#{*z#S@3B942$z%ecy<vaZ%;V!M3av_oQ8MOKssdK`LVE`LmPf4)n~Y}3m|Lmx
z>x@NwvPy+hsq`5Prg4m3R$TPRUry$n5s?cnrBWHNI-D9U+Lu|OvT*?E3<k-#ficVk
zvrB1Fs+~HcS*a1~fgmZ#6gHiK_6MXe7KH>G(Ht11q#}-kVU1KO7fTFk9b0u;9kDvA
zrHYZhK@)LBr%TB;kZH<dL5R@EDQ>}5EE*pjqYlR7aN4+4VO2CP^E*8*v)yBL`W&uW
zsfwGM&Yb5r*B`%p#te3TamCQHxwR9Ig5h_1+|JAA7hqb|GATn!A|9*OK}itJTQB5t
zxVsp}_;YkZ2=8=_F2}XC^YhESy#vZlSu9dy6Y>Z6ZHE1RMj$d2>uaksofcpUB(+kB
z?Oc3qWf=y-^3no@pG+_CS`pa5AiRJ77Ksc$|DJ&C-KPJM6b3#`gwjMPoQXywK3}_9
zPDeudOsW8^JQ_ph>NJ{I!fM5Qg*PP<?Mc9KQ%p51Pf^c^Vv?FY7l^6r<Sx0R0o=-N
z97*m^|M=%W{pBCuzxyBzQGCgrt*bN4QQHu-K%p|yyuN#lVs~+IPENC0DWL{KPbFz6
zfKT^?sfK+Y7<?@8BzbWv0#c6ngJd5FjLf#{fMpIS%%Zt;ae;Xc{un;Alih84y#+&B
zt-^W~cYP)qV?0C91BWYUXr&S%P5yxHpDa=bP;O6>=%v4m`-=*$3DTX2fwS!f5}E)S
z+uOT+@sdAS?!Q9&_aTHVuPoEVMDGLx*fBrQ?cH<0t(zODa42}N@hj!pglB@$U665<
zO0K#Iw^IPIKu*6Ym9Q^kMzR<Tn79nI2>FAo5hd6l4LaznIHp|G4XM~p(xxp_%H<|d
zCk**YCF@2z^*UMshvIfRECve~Bv3Er`2@L2pH(fFbUl7T00gb9ue%Q<g&4Tjn8;}{
z_db30_y6HHz$K8pNG}3b#V`*tg52V8-|#cagC0Fb+UkAyfEFQ!w`UI@4E6RYMkUgL
zp`M2iRZ_VycMX8b@9lot!>aHp-mu^Qj-hL8cnHrtV;Js7HuzLb(r{$fYe)qcW%OT*
zps*4dU?WMXkX%eFx6B{~(lyNYtP+V7!^84X5zv14s{_xvP?aUa17ic-tP$-7HGwaN
z?W@!0?P@bI5dg{;gceT7IvzH`icu*U@bprNP9g@O59^+BZnBX5>D}ku)q~Z!wOXzm
zn+Skh=B4SwyZ66NU*E_$^Nl@BzZ1-3`SRp>J|6Mg&GgezhQ+?Sl*l#<kjZgAtZ%R5
zV!esD-5#?p?6JlsoaJ<!$`H3zPlGnwMvu*GGblZFBY*K)jS;Us8t{0Wc6N@0xLWya
zBaat1yA4IPQDW;y&<F%N9Q*lJb*5g-$AZ&!-1XIIQc=X~n)PY)t7f5Dh_h{+E+rP~
z@V>CqH&;9Ll~#GJQ(BthJ@fTke15V3T!I3k=^9&)!elAQ!M{3P*;<}j>Qonm2`x9@
zD9kj9$o|Y23>(KgOB+kA=NHFlLa5AdUf`eKef{!$cXRH?A6|X__zF<!4<FzD)1Q9%
z<Ig|P(!04lzqhfDb(dGm+ZQjeLZP0aFkPP>yyRAV9UcYMC!4z)%S>H|TT4*!cX8-q
zioy&X^b}+MdNNdw_);Eo*lFf9nV?p?R$rTGuT0hVmKXL`F!>(|){sj6a(gXcH$D38
zZ{<S+#QT}?KD~ea!{>LOK9Hb#clYuZ2@JD6WsetUhi~t0Z=W-K9o+)ExH@JAW1!mI
zTHab;yaDnk5WudlPq8tqpgX~6#l!sk{FLB7q6G#Pz9F0~?2q{3$bfV}B86ZNCU?dL
zWPNp&U{|@AD;2VBGWeYqNiG~Mz?#_LV2qvzjTDax>&RtxzeTtKO-%K*GQ%Ebyk$Nn
zmnD5)$z|}b3N}LQJ-IBmpIK&xd>(gM0jXrdg90|wn2dYe8J`E_7w)elIvDj;W;21r
zn8W5b=zTg}z+&}toXDgBtDS1XxYw^59&)Lbrm<1CN)<I4gF0i<?VZ46h5D*id$k6W
zROv!x!t_2awJDV9kx|fIF}E*Z`B%r6g+WWt0+GZb)6v+t6F)QSzprB$3K-cF4T~Es
zWpipc608W*;fPjBceWOj^KjolJQU^a8o3IqykO3kD?wjkbdeK>lt`^6&N#woD(X`)
z(rcu0x6KY2mA)9+m;}~6{`r90=P+7LT9b`fq+H2<kfDf;)pWbXfb?}z%Ate+*aT9c
zmP^Z}JpOL4(~T3mTB&SoZ8xSm6c{efFJ;r|t<CML=hyrDhmb<IIMeA>I6i{OfQEK_
za+*tX@<j5v903Z(zYs+L(FkAY^75?JXdqz~(pj{ZH*eo!Dk~Af%%(e2O)d<u^Sp(b
z@apOksun{6zgDgX_GN6%aP{Nb%EY30+p@7J*%nOl)HsrG;TO%Ok1vF%C0rr3Dwt5#
zl+{9k6lbN7<6o(nrtX~~5Xu7fGn%;JLSUm}9>ZgH_v-b<nV>N<L^1O5I0yr7tgXMm
zf%g1*abdMR1+=2gQxa+fPzz==kf&!yM=R8)9UR_VUgDXbXKbof1*_WB6fQVyiu6RR
z%(nMv7lYtG)2<e?t$KB3ZkBK^q(KmNQ}t>omxe(BlmoFBcq}VX#I6<cjFS!gjnprK
zY-I~i|0d)#JZyL-VYQ(CF@{mmb#`|4!;e4S2>jJO_KdR~IAicVW>@HuBn7d-oeE7}
zfGiF!PcH}&&?QUr>MDWG#U<Q*0CE+QaZ(s24H7GP4U^Mi)hHDPoklDgh7Lr?5f7M7
zt!Iv6S4iD9#0lh91}!{{G&};gx6=yYc2n6S7mF-L6MC#dI?i7#Mhlv)j*N+up>B+F
z_wa;WO$E^yMyfvXh=5v!WZ`n!VCMhs@Ba30{@q_cx&M1CTf=B%k00W*?|$?EuGh2s
zk7&~#8yF!4Nf|f2LSQTSCx%88;IY9`ZZ6nJKE8jSPRYLRXXAtvheo>D5<bKI1@3hi
zYZ;VO8P5)-dZ53%x34#V(5F_DQ)cHlK0E~41qtr!lCe)YIxs%aZIFq<P(YlZ1RMt@
zZhY~;0D9WUzyK5DxCkg~uR=5k|7CM=`r`0}zB~%Tf&_})Zl4uopV6XL>Bl98@iG0l
zm@yB~znKQ6(c$@4<CnK@*XLGOXV(kyeAw-$!zJnq{`lqRZ|qS2_2GUaKLM}PUoNyk
z%oUO`!Kr1`(`pBsu2HBn%Pe$OS@i8~9GxFt#{G!5#(2<8=8@NN;V#!@347dLyA#AW
z&MvzN7qN~JF6P7NWhK?_FzHH}_-wtN3P!+tuFN%d*5^ZhSG|-%D?{J^`RC7U1d;)F
zEgh|A5=APuQ}IGHQ~`uu%hl46*=laBjm%YEou2&KI#gM16<0e&Dug%#c;kG%u+rj<
zz%h#LN(Qb$r<$5=<XV;F+QK9#Fg{fy7n`n^wpNz0)I!0+3bnnyL?Hc|LFjPjr%y~+
zXK(H<?_Qq%_zBY&{fw6|vfjOVN$td!53g=7j?Mt0?qCet<qSC4+kSC@*L_}C^X;zh
zF1Kz@5RM48FJU=j3Al==hq)^mDMbCWCKn<BPN1mM<kBgC3IVGm;RR%pBJAbX<o4{$
zT(z{=tUW)%>Y0V8FT!bY@7`!ncOjMJfO~cO^4+T!FR!mYfBHoE-RBRl|LHG(U@P^J
zoc-;~k8j@m@af$@|K;aTZ*MLRwkZ`l+DF!-NAkttE?Y>5+pE{7M@QT1M?18etZ>}G
zO9h3rydcbAOLHBTGz9YjTHw9G;w8utON*r8g#9BCM?7gO9A9+`AD0*AaMDjT%4Fuj
z*SE^$YBo&)_a5wzR*h*3xqzb$de|zuMumc*4AHr2K8x^$!+*L~XIV`N6%r`kd!(=&
zwAEq(cUC>0M-nW@qcb>i!v0CXnDID9`f@0ggh;Q|(9#%lI41Nu%vv*(4VD5foe@_U
zZ+9q_5wkU7FgleQCwVUT_6EIQZ!k&5JsNhADwdK^ST!OMfG@?!h@I^u1TflJWO9uC
z8tC6jwbx`bDb!Ayh}D4Z)h-k9eydh0)5~EYNyi39V*VgSjhJWH%ad@l8SvzDAfh!G
zP`dDR+4V-XRA$m@H8@hn#Q37AdJzwbj0%lfEbV{VWmM~ko@wORbyP-;7IO~33YM5;
zg+smoV;g(SXaIqwEgO^Slxnt|W}T6;WAbYblMRzUb$BEnclY*k*(|af%fTgJ!|nEj
z&qqm326eGk6Rc1B`<%syZwxj}O`PUfxbbfTd&woz^n>9*hGT%qj)ddV0><^dVkS)(
z7HigIrA}oe9Mk3HW%igszaIcRz9rCMx36FjU*iUZ16E3<GSM(7jApftf1aj7U|#|6
zL?M+;g~HW*?&|EA-+t8ZD*{vYdmEKfDV_Q%hQ~3L5r?Ev2&zeEYLc}k=}gf4G$lR1
zzGBaboQ5wQP&|VQj~{ayn%E9<*v7^w)s@Fb@F)&<3GVJ)US1(9u{Ou7&dw3oFw-C<
zrGVnGTH#vE@M4ln%+0j0jaAv#rjx~Nda^_iAcdS&FO;SmEnpX5%z%0^qmle27fiyJ
z>-X#ESfuo)HQA^a%edFlp)iu)Y@=Dp78*4+=lNnLizZe~LEwo}A;CtHf-T-c_VfJw
z;^XJfCnu+Hzo6~|b7guIltNwwr>XGXrbvlzhT@^ucdu3#S7FWGU@|?x{IvsA4GN+f
z%}S#+VfRuf<fEfN?CEM`!w6O0h0|WA*Qu0<t6VK=nNlNzIKcp>gcrelfg4{Tk?3Sf
zp)cNMmWyHka%HM?I`V#cy;hGPW>A9$Q;+ob>(#PU9G13mXt1A{WIx)MSUfT?*x%Fl
z<iY*l{oQ{UBU||7dkCwdzMif}51u~!?&*WykM#BSJO*F?`04i#anyG|1hV>Y@EME6
zXWfq;q5zK!j>^D`Nu-J~X&<*Fk`W1<E(rr2WU-!}XHSs77~u#7us?NDhZ+m>jnYAH
zQYyi?=%r#M4_hH07YM7vI_aod3>{)vJvxL`#hOx1P15jC-_ys#JzW6#M}~&c+<G3}
zA7umj<RL%_AkSy}hm-j#cYjg0FXr{rUg5?>M~Aosv%O&Y(o3aA)NBfwB%*_@wO5yC
zjZ%GiW~EVVgj|8dL^$RP|K(5r{EZyuzdp=w>?eR9ypXJ%@9dHd40+v<B7Al;iIQrz
zI9aIgZX6u%oNTY|VrVL*(@v9)Zo3wD;PF^0911whVK;KFgCj}s!@!*Mc?qyEfVs^^
znuz^w2eK`_G}%-Zw&~__YjL{PsAlr%Aed>Qj>O{_>Ogx<W|MV+@tA7lbC`laYnEfd
zW;Wi;CuXYoIqc%4%ycD7dU2+fnV-zg)v_!W+l3VGGhfRuP8O+oUTBs(<!mDxoy<h)
znQ$W?o37=iim666zCPEcBXXf#r;=!EW$uWvWMlc&^V3sM4;QC9E9AtNpzK{8?EUoa
z<GYu)*qc`7rnXk+8MCgAw?4eRc?rl~7$Do=>u=8XR_CVJ^ikroxroCboo$lBYf21f
zYQ?k7MIIaTB(Ae^++T?JiR}5z+H5S$%P-T{+*C~<!A`eum~7&0FA4TGp8MNtD+JSi
z^FRJo-;+n8o^Gef(x^9Yudjdn@b)i%_~pZESoyaf-o5_ir%$)E8r@y9ZF%+L#gCsE
z#9qF>eZIf7c6PAC{6&{H4S7g)uWw)C^*X>;c0_;5Dw@D1?&6J2z?m$JSpLqo8k934
zR&g>2g?c+%uq7IkHPBMzu!M<ges+^?$7LFd7Xc#C4ud*|Egv*Gt3$xHD3-gca|<1z
zM6Zy`mrF&|28>>~@ri>WfN(!PS<DyWF-$dNz>Cb-saPiHW7Z;uFqKK;`vOdnjs$41
zg06$LKIflExtzs-ALxB46s&~90i&LRA)i6(&}pg2!KP)A${ox+Z1FUj3FN6UNyO<c
z#gi790?<86Mzd7r)iQS(J=8a-RZaqiYMo|GVk4U`SCETzs5Bm(9vB4*n1PRSxQvvW
zARP$wBo$Fa^84_(oLHVIDOReW(A$j`R*fhUc)g^eF{4(`iDuH%X{_gz5#}qk8l<>Z
zA@?{ObQX^eju@0`@xYLDWW;T?dmL`F-UyMKG0dP+4fXaa#>Uh*!3-uwHNFJ?YLC;6
zvr;*(K-0kF!+9!~$k_I?+b0foNHNXU7A23IwobDNeiseb8kv;E6XZQABVjhcHh_xk
zcG$7BZ$n%^I?Cq?P(rJPaylBPbkb*YvMU5Vk&eYf{vgde^nWoCk+m#l3daY>E6b~`
zMiV?NE-bA6GqW>?M}S?ADctGQCWW%>LY}N*vr<ijLb+t}E0BTii-_Oltz_uzE+K@{
zWC0ZrsB$74U;+m#!JS%k!b@BlszW}R;PSw=j^2fT5VR@icpPO+B#f7*g4TAiiO9UR
z@|+UYW5J`&7=!kUUd!h30JGQH8cWuTGh)A&S7+zcTi#xSHzu5N$pA*}V=kS<QFeQG
zv%0#}p(&fNFKt#-!_VO-EtE1DL@lz1T-C&L;bxHJ#jXa8zYg<%cADZRxMS?!$tv<a
zmb2M*wOY;Pgha5gd=#kuXkYvs$TH9vo`}+znS)NeO!rc)y1KIZKmVuyczu0?>z?#5
zYg*>U)m3V`sE%CQ*}xvKcYDLiSb%LD(5=b~?e_ld-K)=^KP=1%91f%>9SigRK|Js%
zrP478A`t!8qJd#(5*X&K2AzCdqET_3Xw(v^cxVKZq1WwFDcMWIR2>hxJRz3@SQauD
zgOE;b;L<j-l-F~$_>|IdhJ1!JwL(?~MeXxI%9mlzXJgpaMYWJ#Yb3)+oX}-8J-+w5
z2fzC*RYCpFo<0Km^|!ylUC&bT35YGUtcQ>BeMx|YA&yb|2s3|RKr=3v434OnlE7DV
zQ3*86;*xx#62sQOv;OX9Aob<L04W~XEavmea{+u2j3ED-crHjsRRY&*1ZNlP#qr?*
zn5a_9hKBmVP{@Wygud`GkuaEvMUcdp=ETDy+3@K2K%c0ud!Xwv017f4&reS4g&JLW
zc$4uz1O#uh-KtW9a%GQcQ~*^5xGJZT9D*x(RBlCqhb&Gnl+z`j%@gwmV-unO<v;(g
z-`Ju4>%;v<egfwQ=hZa4ul+_LjY%GFJls@*jkPRWq~`AG_VvkgdLG$4QoL)?sCe<L
zWK!8^JmwF;lpvx-dn3VlyV2;fTDZ<#1|vCr<~L3;8bIE^eYZtv^~n+b_G9cv%d@vH
z&tJd3`14<WA?VGkcdJ~;h6BY|jKCC8scg{C{}j;lbT0cn{5=~9l#`)mKHe-Ori$rm
zCc;LNwc~U-J5x?i<>IrI^n5KhQ^^2jW%^=TYheH@XX@E_JrhGi6aJow&Qvo?o%-}7
z@%Gd)C2X^etAp*M&2_4OwwC6F#y3pkiwl<r$G}MOYaMQ{0M2ISx_f>=7ZSWvcn;gk
zvnRVN%QN-Wx#q#f8m=lvGOB^rW;^7XR%V;C+&g8WOU)7wrWBnhMtm7S943R?q$7jF
zGKhQadOnLkYOYZu7j{57U8e<2>E;5H)}Cmv|KI=h|Iq#Lo}{nWp*OG?1T}egefjwv
z$oi{4{QUEqH?Kdue|vPe_4yMVrn^7?!!LjO<Ik^NUVr}Z?uSor&yV*gc?7&lLTq($
z4$wVCMKEN~PxdZO4<X*8%%LhYNh}f}TbNs4Sw>ahl$pmmUn{M#Q=Fb6@5S6Shly)u
zdZE+d2wquW3tD3jg@I?fS;OeXyTb>Vsh4)ZrXd+r3X?^0kwuO<SW?v-KCvcdn@uA9
z%xsh?H=3nvHW!c9gkE)9)Z-@PScU^YO`+SJ4hHhEFkx7y!I1Jz1g+MX(-AbA5-vNl
zQ{3U8;gL$mI*GH%Nx#)$ldFV@YgEiWF=}_%WHPH<POLS6lWKUFfy$-Tp?z6oGNVkY
zm5f1|Fu<G~9W%)kTJe|{(7jCQ2mYW`6L<u#svDD<l`2NBfZI)-BBWCUF1*cb1Nkp=
z7ekaqM{-P$=h+FbQKcK|9blAlSZr9i7@1U3oGarBiEOB+UpXcn8y?|ckzix)?KP9K
zlq+yDdz@YdHlb9)D0s=R^ayD$<|u#x*v}Z=80VDgXeeSfn6b+AJ?k1}R8ukR$@vV?
zV2Ei70w<H9mj)$@lgt+SC=CjEDn#3n3hox$v$^@XR4R@Y>Z?+8a(Q)uinO%2oQx%N
z3EEkGb!KERp6qu0K_NK-45UT=xR8y-*st+Eod#Wu4QeU4hk&Yj4lM5UgcV#hSI9-<
zi9o1Y$d`e)CX@K;Ycz4EQ>7dObe2k{LOhONkvIlcDC)wg2aWhAO4$r7{d71Op+cR3
zG2kb>Q!kbAkg;cEZPzFfimWn%8~~_4J3S{7bHsSEOV8;3-WKW{DM)0ZQ%D-iOBZLS
z)buceQTl@cjLIPdqvwdXn_Kw6PLK9x+D+hIF!3<3y?l8?Mu1C^FT@)KVk(ySCRb|)
zjTgl03~;e}74`+e6Zkf0fZS)$b>6JiVXJ~tVN;)sgchc!PxlX}YV~Tl1ez843Q8~d
zVhAm`<uJiwY^#^@ygX*Yp`gn}W!6u>{Cs?b`*Mdl6L1E5Tjt1xxuuO2V5;E9mN!>7
z=)PE-pBEsp$EVv{JA9|luTGND0OK@O(N>BZxhzqv)atPj5!?lkyfX2)R;h)zDjpFr
zPHB`%26b@0<0Bwb2T+8ZHap8k141q;nBKt7nmDRaW7MhHIZ}~DJVZ+nk}Fv)SD~93
zbq0+>#^{cWMla-GKeAWvU|+9zXqZk$%=Y9QpMY0=_^AKMQxW6X{qOsq^*nv}^x^jp
zXtl;XKhoVL9Uh`(dt5R)*xO^opC%p#OflTkH_|uM*VPAWVtfdH7gqnT1K&tLV0)T<
zM!He1o>i(9L_rpm#ExU3D9=_tTs1Zf?o}ZkRevQ;hzI)_wD=@yG(D*d94nzs#54kr
zaLH(*?0)iu=Ae<T$D*ERBYj<>fqpp9$2<G=TqWx9C;j25HyChuyk@IGDyKwJ59kc!
zmsm{TQ741_H7bBw;JO?iFSKVVCyM$)Bqix*`IrCg|M*4@^Isq4H}(_w$De<0=JS_3
zTeGzaH^o7hE$X$WLlgKCmOC@E&6%wwdI@)LukPr4wCUJ922$L;V&jU2!>ldcPF^Si
z0KU0XqS(%8fR%)~k+=KZE>Nu8WAciGvQbDzW||e;R<G}_U%h(H{1BV)Bm>@T*w@G;
zI~4d9^J%{;YBwi*9zFyhXE7cHQ@|Z%qnfW^2LdnVwH2a1>?4!e1bfM5mOs&YI^4|1
z+J$5>7RX2Z?C%=IbR`u@1$@<1v>XqVqy9>Cg2df?qr$(=;Es(4t0~r+*}WB_e|(P%
z>;YG(1a8#U78Zpro=)uo62(4L*K((pqdJH8IosKqV=}4awinwk_#aENxYnVPwkpNB
z#^iLpwgiDPn_TJCX3D90GEhqfOHn_CI8Kc!HZdV&%J;D>Z{azasn<5~oU~gjv#_>i
zpgeqh^O`u--~8Ku^W?kV4n2L;_uzYrN?uGSiP<x?vIC_*<@N>t|K`(|A8@1r9sBWz
z&!0biz@<hW^V7RmKYxCAdH{2K^WE(gtI;zWdr`giw_jeK-CUfULj5{EI6pby-kYF1
z2lB@1BG4y6)8eo#a8r*mFw<#IV$|YDYG947)i^j%$(DuaKAp&Inq_eB*9+Mu>egg+
zs#>J3yOvMSldNN*lSyG(o^Q3=b@Ccjwvcb3@L!(JPPH}`aN5kmA}A)JoP1yVKwa?d
zv*B<plS%k|gdal=M>(0QBocVQuserr=Agxxq}$zOack5OhXwFjE*ilnZzC$GQ25kp
zi%bp%A8E^_(?%c#iAFs-olz<^NF<|AyUYrOpNedm++{E!d8vj*w4<X&iNq|E2W)mb
z@)sOSqd91EYQ+)^`8t`DtJk7dvvXwg$cY9|TSKNyuEZN})ss~;V9=t!SS@8CLV`?Y
zP;2QGQcCf+3=H=Tc^n?pF!AuH6wu|csO!-ap;J$<ClP7Zo8x$#aZ1Ao5Q`bT$Un-&
zBFV@wCk0$4iunv$q4ovW4cUJXObl<VQ~<qtY!1oDDCj3vPGDdmY%;cSk3$3iEz6)(
z`f21QP~i4}Gb)$L3~6YXpjL5fF*u>*R0`$rL=ZD3@(w6e>`#bhP!URn934j77oc>p
z6RZ^r$zT}hR=ZZ^_KN9?Fk_xRM}ct>n}sb~ERkUZs=&a;42FLXOdQzcSSUa!0L_gT
z2j(lHj==LNcrBz;*?2rhg?Bocj0BjA_`q1e&j-$Tgi8y<6&DpmW$-dQ|CsZ5@W&^|
ztgLaT@9*zmvZSPxzVPLFkj0>ww?QJqh}Z#WMr{}VuA^hPTbC!t5GN=+WoWwuDFae#
zX%Sq;Cbg<UN&xK^V^)nkCeK&0iU?syzq`P02vW8oQshCxHmL<~cNivF#R5L<5E3oq
zNPyDB1!!Wn*=kTtK3V6(xko`sTi{!mUtkc0Bg-ueV)EC{%0@YxD`kW#a{``BeOv3R
z(2D71IzKsXH+UXF+82tG1hxkErMx1nt?g4%@bcyM)>^rkaoa6i14^0HzyL-kf@nmT
zK&0aiyG?<rH7eF9grSRziZ%p=M2>ZkP^3wt;HqGNx1!c!v$xtjPLEM%Q3)GKx!3M?
zSbVV%FQOh2B3!yQqs3?Uz%C^oA|4f?q_IyQ9vI>?vmfm1?gF*?5WVaB@4LRg*Z265
zsIPDE+0(wq52z5rHsAXU#c7a=BDfQe??bTfMzLq@I5s32?&*;Z_lpPn0Ns!D4?KSG
zP@_`7ml*2qhH^j9gEqy0By?x1c<+Ip`Q>FWBt1{NBH?5z8aK&h2K@gx;m5_;vDhJk
zS5-;HJmp}!D8<7tD8vJO6oRvc9T&v0QKU8mHNX>nPre`MB7ON(JUqC&O*8I6tJFvb
zB5_|R<eCUNyiT6Qa+RJ;rCg$wjsbwB)yS^n&P#T6d3$^Pn#Pjpdb^m+M?8L3mf1+?
zfB%<%`Nj_QUmxx_@)O7g0`*k<Vt0FXvhFfjgzb;dkq-HnJDru;h54!3`DW*EYwz~*
zWxLYA;uYeiwU{R!LfSDr;qkfMa0uZ`V3qV)3=>xKgq`H0Dd@8BMh~5jes9F<Vm9+T
ztN<lFMs+P8KRw#MdwI#GtWz&mGO@{Ax`8tvKQ8_#hdpe!h8*C+XxY=zW|9i}+LKj$
zA9XC?2?BK1pu-&V*kWFLAu>^p`LT5s;)279iL0JX6yl*`0{>XFiL)r;&qaLT<tNjT
zMkc}*vQthkPnFx$14jd_1?Ot{nQ93P5Ip>LIWt*EPm|-T<mMWssZtW5Y`)!?nXDkG
ztz!=1Jy~9~TeIZ?8o~MA3Z2oNdIj6=BD5b&wS?9)iB>K)nF>y3psGeAE{of!<zd4I
zVEb@%L=Nj{u2F^=dvSQcK*B1J+hD-;Kz~5!{Ow==RrmexfaVN5c|Z$>*Ji|qa=5pB
zO`rGKF)H1cPe0t=-V(I`!ykV7^x^#vAK!m^_vYdVSoa|a*h`A-_O}l=7Iqd|bPvG^
zJKEkj1jv7Wva&$G(jur-%2Vk5TVGph)QZhonZ*+}70#e0XpUB0NZ?lr97Yh0Ch25M
zCy>0>DIaJvw`SOgz@+5|LfQ+LORG_3cT9*3ig>-4ZSor;=h$cp?8<hB1DDUw`Nc6*
zE0oI_eic6E>N&nrG6r%g>7O9tIz_Ry$6ZRn0ds<VpqM*7;fdHSA)BQb4KaO@`^H2>
zE~B1Hc?~-FT})quBHb#rMJkgI4!N`%^e!7PF362)wN<G^=28xi!1WSJ8^<JejmB>_
z!)^sJfm@78%xf~4<#LBcYoSq5so`UZLCHo$U%g%m$?ynSMLb=?GEq>ySoP_?t^&0l
zo6BypV#k6Jp;Kt+aIxymqr=pj3?L&gGCjO^AK8kjjDux-Sd79z1&l!h`(9AM93~@k
zmlb=MOvXD4>!dLW>qWD{f&{_L#_5TPy8H2CT2%0lk#w^ebSAX`an&l+iZL-$7OJup
z!<)&7H_RYxpa|^Saf0Cuqu~gOW-JsU*cJ);W@l%xa0mU6`X(@y@!N@qAv}5T+f#H-
zSdYTQ<D<i79mf|?ELs|QmP8vROr7CGFbH5Fn@nMR%B53CqR3oiXPD4HW;Lo1<I%eq
zsU|Y9a4b0CW7%mlR|*-f69zWS_H<mvf&`;o$maBJLo20BfeR*+WFCw2sc<jELxFm!
z!0?Y*ozIN7klO)<nMFD;4))eJR@v`?MP8hrBb)pD0!kiU%T-}$0jzoqPWAZp>$kYP
zE=iX#wh2!At98mD!KFg@-`$&oiuU|!XM3v&Nj4qDbI9mOuop9&!28-*ooh8V8RnK2
z*#^R<BiNgZhRBlOoF^uLK!>@D{X0v>sfs{CtK@Mr;%1Fd$1yuawN@3w7{!q&`3Txm
zr5v|Z3)3A&+;lWi%;uQ_c`#sOQKJRp{S1IF;w`JsPw|cJ@O&jky|%QrySek>{rltN
zeV>O(dxVS4Nr{zo41ZvMR~Hx`@z4MYSR@oe4a2VmIKoAdmP=q?3G^x@c6y*$GBZ`Z
zbYmHfevbzSJE3987`={So5{vY5fgrljHAOv>yTEa(#u(yQwlF<=<<6f%mz?c3V32<
zMnuCRyICjdd)oV$=Ag%e&>`U4KYKLX^@I{_{9wIZVCB2uqY67jJYG~bK6x_uw7c(d
z7jGXQ8<UKVj12Un-}d$N;J3FLH3p@0bZA&UK1MmC!>I4??omiapFDbyEf$tmmL(Fo
z)9&QX!md%#f{jAO!jZHi279opHY{)BBZQ3^lbF6(EQ$sPMMH!5*5KjOOv!jQ+~3vn
z<e_MAV6g8QYUCbs`uahuI2rQ>!X7p?ep<89zVLQpyw}Ocn7$aj^in)#@Li?n=eIw6
z`N!kk)44{c5YGmk-sA*JnehMlU;fKCa+v@6Fu$>%fW=~IWE00!EiTMWIPADIXcNX`
zyt%xw(58`jX`$8G-`IY0b5~4dt$IT&<S(S6^j4?nYxH=0PG>e2VPDB@7l1F}zecS4
zy0Fvg2D@rDF@4d>?X#KUem6~v6#Ti3x~RvQj|X<wFrP2aP|cf8lIX4^f_bdGEJSQJ
zpBbn)08Ep|B)oGv#M8%#fQB~3Yd9z=+$TjUdtHuz#TfV4!!Bza$u8*5M<>e3a3L1J
zZIzk;AvJ*kzE#Y$3aRO0s-B6|QlUyb!2K<E=Bx-=T(%17IR=kXn&l=7O%U|>`DZ5!
z>vN5ndLCHoOubT0MX>ZwSMqC}_9p21Y-$0sSp)NbrICwwN~tAot8<xlDa&0G83X2t
z$!r*z&Y@FA13ru?n;2F$sM+0JnQ!HyejK4I)9u~W)vM!UL?rU&+#Ubsum9@aZ~lGH
zqwo8k-0ypQUn>>U;RGoQ2;<SgHslMaNAF(U-M+l}`0@Qe|I<Hxe)sO??DX}^+n;~<
zk=E}YKE8vxPig>A#^!t*58LhK1-v2Fqd4%-j`s=DLo=_H3R6>cv@Cc93v>ADSsUi~
zS=P$=N{QW4x>7DKFAA-EEFZJEOu1OZw?!Hb5we<x*qN#ova`7B3AWKhfI2})a-p-a
zzCb)|VSbh(JWMikZALs4${6P?%~Z7Mp$6m<NyIVcs9cm)V>A^CO_fWjV8Cm&0JMyI
z-8QWT0b#;oOnF=ZD+NFft3t-?#L&n91`W(2mr@dB0HUQ(dO>yR4K{@WEi2}oaO#a#
zrA{pxv(hR&GRo*hY|0H-eq`8ffV1k*NhB(f*rnAwa2-p==`Hf$)z=&3Bcm9}6e6)n
z$qc4psbSV?30tu%)GIU&gIP98rK3d9!Q`OCr4WgrPY{7*+K~>6jB2DUqiAqgF|Hi$
z8|3I2?CC{bkPKrR#&RqGzSy_OdFN5lP=7Db06W<hj|;dx@*2!c&O|L0FiJJ?e0)B9
zI96n4F!oCPu~17#x=oJp%zy_5ADY8#Hffm&wR{HRZQTCjPa{*$Hj_W#2(a`}Ygx!;
z3i%wjEle^H<->sxzf(vMfNb$ZVaj6Anktp4pDJYY=~y!A4=`V~n8BJ&f{nFuDU*n$
z<8cy;xm284ix>#MQ?__mr|Ms4^=c`La~}2=aS~n@%DE&tj!Hf&TvfHQ%SQLBCzGIr
z2u+P0Wg+PCW)pEJrnwZ8Nu~puHRNX`6ZU_V5(=9z>Mt+zwHlQ&x)h=n<&MlX7{F%Q
zZGa4*k^!Y0Y;8i2z}4`FKm6hCn|B90U?^y7rG0h(1Ukjq2A!zD{OG>Cd-IkU0-!U@
zhf|gO(o7qpBP(_4gutiFO|`H-!oSCVB`Dvp_QQT6Ay^anrr0euD`ogy=wLKNfC%H;
zq;X!TSZX$?bfgh`ssigQ#m|aV<2(?RRvT#l!c2!1Kd51lJFvfa@PdPFnHg<qZ+DNv
zFafN}ceSv5e0;vM&5HHl`Z+4`bG}Ee72+6>A~2_8q*7Dnu2y;NW~bSxk}B<Ho6F|3
znHe7_ogPL<wc%OUs?7#1^;tTtc6?lJvkI&^47%}1z|4!V(;oE0^m2Rbz6m#fT!cO_
z6Pi>ETRJdtw7v70ttKnu9Bwf->HR%}W2569yQSyRy{<<BL5n0K(-#fdc<;ae?z^6@
zo~Mr<aWRjLpnyHb*M++b-Y??V(9_3sK8i&m(TJGqcc8n6hsQotuaffIkcveLfg>S?
zFfSe)L<)nXU#=9{9*>NSmGW7XXRAtKpn*{g1wtej4XMXQsbW-)4$%dUy%IfICmVx@
zk0k)JrFal=ct|`n$m}&jTarNLe+FeE;B%t%Z!T>&^3{kp7@c5^NWCoIywRc8p?w(@
zLYWbC3lwjQTFF!X?(WOw+1>u;;aqd3K#;;0<i4+#ivB<U_y6^c9qPY6+;8M3kPT#K
zYL&C2i|y4_>|U9OKM@QhL(zk6qHHuLPA|66zIML6elt}lL5yJm!2p)v#yLp|gV3cF
z_IXIrdu%p{lsIHCqWH`fvNj>7%Y|JBZx~g2@W~zI$moA`QZ%25M1-PWyOI1A)5ugM
z2U$4cG*AH&@p^$T2b?C<Ex*+muv@m~XVQMJSt+Lz5b7n`7p2}2A5&kzZ8G|;W|t24
zj?rz@kTMRtEK!dw;<2VD+)Q6ZLEsAI!@g|5T|p(wu(FJl6T!)B91B@94`@9wTV`rX
zw@aC+LZVYjGJv&8&^A)FRHPIQ%v1|VXUt>s&0;?4hkivak1b~vD_SnzMocTlSu(cr
zqz2+y@Uvkrl3FPdC{pa|u{sPIAdy)7w|6#<j`v6r@{-LQgIf#`#Qw(m-a3@*=Hhf4
ztLkt5?Z3JI_kYv(^ufTh2ZXWJl9602DBMj?PaW)U!@0!!LLT!K2K(L34{zVRe|7iv
z#SP_m)FLr`A${Ee0=v3;d2{`OI->pkqwP(qx@kTlAaHTKgO1121Zo6T*;rIaeK9{Z
zkh*eN{?s^1)A3><H(9HZ{GaZ$lBq-vn{lHFwTWYw%`7JBWF%ZK=88G!O$kOa<O04U
za%OMezF1iXfzNx^(fTm+5T3`$Ou07ST|OR<2SOa{G+P0tm}yk7{DI1M8V&IY4~xiJ
zIuUg_!T{xhM2)-w3s;c|I4Yw!%RvX?)0oVr)ClE4)C$XF(!rsa)9nVbN++XK>bG&3
z*|ZXso^u2iCB2F&HRV}k$x*r-dNb+5(cT{YxXh_F$Oebt1!=_;M~;mT3~F$Q@kvmq
zWD31hrWzZw;i4H9nbZ_&>!75{FxbO@q-c^JBCSBJSB*&luCjt8rY|JU<O;z*F9(|>
zAL$zalFzXMWL3o(r-8*}2Eru8ucB6J6*#C3%u5ghg!xUbFzO97BM)J6R%u2DhKGTT
z4{%360DGJf4&RPZrzh`*CdP;b>;gj?;YwgoXlMu{dJsuEt&y;RTFtJI_XmIBb2u2B
z2pjsGHkQU%)|vI-oF}7UOq%g%nBQJGn=aBCX(O8)nyfb$XXneAY^zKq0Sy!rr9zRZ
z8~hiI1bIls)zZ>jYo<-R^wb)TrNvo(x1?X2^&-j@x-LY0vqsHtlMx+eU?POD23#Tm
z)|FmG8ji?XMtpu)qj=QWPI9TSuw&pa=Tm5><zgP!H@FD~5nS%fHicv|9ttrvG3m9Z
z>W5IVNH(r4gBB()Ol}0q1SI^M=QpqK-jFsXdimka>larS*JtOih{&7+VmaQ!zz-s0
zah`7h6B?RTqm<3Z!{EGDmgd>_EzH2{$8lDspOH3s?sSr2-^^qQ1}wGm{F!9K4mXu2
z43UGcTS#GQq8}t*0OP+nJ+lU~VyZ#gJ28`~QiVM{LlsW}^2IANLTOPp8AaCK-`!mV
zGdnZOWB*F(0ARCAnfB4qDT&D4-Mt@w`l&P3W-W+qgUbVZyxrztXqSq|7%k-D5nx}W
zGjvKV+!9`R?LxbdDeMpOAp|-wcY$2Ba?@(H(GE%IRi{#TD5)|VopvjL5v##w(plL)
z^LB9WZl|4AEQ`+UcX@z%Sq$(@)bwIACgF7)>g_jaH36^V;l1DWcfmyc9!;tD(S2n3
zt_SxSZ^%U=&ocT*sBe6Ff2ijvk5D`yv|WpOx+H@GV}rwEB8f(A92Pc=LxbIPVGpU~
zGHj4YzUpy_Nu|Kj&z1k+yWiPu#>Qm1x2KQS7RE}mQU-lXJvL;NOBDF(M;O3{tr{8k
z9@=p#fkc{d5hz!|D$m3=z{0UdA{v&_6h72PgCv_xtx7T7nmReYSe;+3W=mo3M94D{
zaC$>7j|bkeN{LEnkO`6(pM*gU-Wi!nHVJn(?+!PQ+SMsGkGy{-7_211|L=eOuiwaF
z{_Dg1#(n~%apvmHoplJEyU74s9=e2l7(ZsGrjPcH7CQ4wotfR0)%P!6bSgErFf=uU
zCOo9K**Ql1UgWHJ0I;eJ7m69&AFX4c0Q6=dU1GN(c@dLL2EAdg-DMKWywY^q`2z&B
z6G0d8$jMq^d46hrxqZCP%Xzf}k3JQp9WWVkXCMa|h0SBwY4O|ily{d>iHQ4aff0Fs
zt(GH=xz3?iIdw3a81uYBg<Pw_E`%=!XUu2PBa5Yc&X~&@b6Y`8B_|w6WVIBkl%Mgb
zo{CJD)2#v`Sh!h8Hgm{Uk;!y)wq61v3i-1V4`l=1Mmm}cx>}_aBUw2SnIn2xNKRJ^
z^<1)ro|X#cgRUms*@YyZhnyoK9y`#)gvV*nX5*2~4R)0z>vzvi59epvoFL27bRkVs
zbqy5^9yc^d6o9|_@Bh2s{muXM_}*`O9^Vu7)7jCFHV(-)mk1*?v9UNn%Od4?d3Jkq
z`E?O_BG9}Jk1>-F3V8ea=EJ+Yo99>8&#&%YUcdg=02teu-7WgHmxQA-H`kuTEzDhf
ziH5#PX=b{$NW5yQkx60B%j7c2qHq*8a17;gnR%d*^K-czdStX#X8)3ARfKewC99ZA
zWfBprVf9MAUaAUav3iNZbkr{Jo0Vb#w-`2k4AP68PRQe9@q|QB$mHi|=Nb0W>=UCw
z!WPiQ0qvF&kxDA&H5*g@3Hlb9zBnb#DkWuA6f#cG@?$U=<w~!GwYAwej%GCm#NIF_
zF-oLhD4f`|#>QL*b0(S;h!9%6Q!Dhvn`8<^Gq2g?(Cam0Qh*ZZT?}0+(WnbJxMWNV
z@IkL<+ip}Sne;qZl&K+>DZcvHY1!7%?*ndvwIfQG33*CJo1+|NILDTJRAR-1uhBbg
zxEw)=C`p`Y724r`4oV3iR`K8nwR#qfA?We@FxzYN^b<iE_d4uAC)g@dw2j3}=#Bw+
zFOi_LjY6dC?j7vzC5aEbh}9=L8%TUD1PnXwN(+-4_xlW@jBQS{jYK5iRu>CW#6S)d
zddZzGY-tDrKD(28O}oj!L<GDPB7H8Cr?ViJOt4*o%bJKp$n>#I0|Y_r5yUHriKySt
zqHS#%)G;x~S$_Qsvva&1_5$NmIvye3SIol%t1k#WI+&u0@z6xj<<2Ej;3h0u;t7Tr
z<}y1=E-O$A_L4!bhec%A=fi2{v)dVgvT?ki3HH<g%@VN)T&+SjiKif)h%_gwNTV|?
zKv=U3{N!rcjWWqFA#JX&0Baz~yS27)etb;*H>qVJkmyC&8~3&WtE_=qy?uUld-a?K
zZQ{MSzj(?lEdlXj58lMRkWEC&*#zwvbJI=g8U?8S0!?Lg$QxK3`Dx5FYMpAn#LGgX
zdU0~JML-eRkWO%>&vb%M1QU##r}_5u!Zd8>JY}X-m(EVHc_+<{1+qaw`TFt#Hcpf@
za4U^sey-ghYs4;<X9FLN6nU_>dwFq*76wF?n8C&ADXJYfzj~z#Ad6%Nzc;i{NF!P$
zjH>}=Y_pysX!@#*3|jOD`CN9F)oiy|)A6*^Y&WU7Ini2-TC-m1CWK<Lu;~UE;`4ZY
zZZ8&Gi@|8%AJvAht-LfH8a)o1!)$e#9bqr8ly-O&($R5%z)}hy`}^^0`MtcC=Fx+D
zgT2pso;<)zHQLwR|L8&2{d)o_;t4yxr%xYzk9yVp<PnhhvEf1XjIg-|x`>Jl41<_p
zZWNKzRCPajDj8u?8>QP+EE*XT1KwA2g-b@U%?oTX0xI9%`~C2+C=&ErF|aA+nsKUs
zBr5R;&H*(B`!T?(y_5kNWnzPrE{PG16w()s+k%WH6Aw{RgaaQUnF!gA@o!X2XV&rI
z*~ZFdvpg9OgxTgWgM~d_kV;m<p9CJ2xb8<u(Qxx)Qc3jkQ6Sq_C(r45<U{iDjNd`#
z3oA?Nzx}uW?;AVRe|@;$$WP$<`r}N!wYdz<{(@$Ue8Qi@H<iTl)Lx!j+uPh<Y|rlC
zQaHI-o>}l%ZDF4y<Rj6Oz&Z=#Yr;+yi#-_**!0|$tMMn0I-hV*Qmp;@p4d+`0k;!>
zzSp9|_mvF!Qemu&eq25-i-w!aAHM(%J>TD1IM`h}K3Lt`27=FmEYql9wl8vr&aq9j
z+w0&qjV}$L(n(vl&*s29<2D;&9_nL^jA1;jA``yIgu9xj%#IQyM=~5F_8vxXx0#(r
zO~7dhxok0yodGQ3vNMe3f}V0B#OjbCN*I~qky0##-Zfpx(X7J+Rf>n0-*~rLGL#Ft
ztEo_loo3h%ld2pGcZwO_xf1uIs@3A*0$oD<JrS&@BiZmo*yTh7pst$1g@!tS*K95@
zB)6)SRc!XFE3~Mv?^s=-xp!)y`{}*E`_0q)_XeLmmJIfJxH+ZoPe523_!bDcFD=ZG
zzdsXjM@Ovu@X)_{eTT&L{_XqolXE7nk00Os>5uFlDO&+MvGL`@8|+>iOUslnVzU=W
z5erPF^>`%ADb^wPg_*6>Xycux45-A!RGjX#ld%w|Ao@Q(AGR*srzgqU(>^fWDVHjk
zcsYgIY>M+~=x~)H#dj3elxc6ogwMthCv%7C4FLF5gF_S1pqNe*#3M$Rizge^Nobl>
z^%2~_JVW0%M?dtEY=oa!q8y79W06uK>M@x@9uL4J7Z7`_^{^wQQo#rEHN9v@1)^(s
zXv7LhUaA0SFCgpHT7z6>gI_%+#tCK^9fdgIP-`6;y_Y6O@J8cO7LFk98QXBz`|VC@
zM`FPs6N^kF0&%Y#6-$SPL9N<#T3Q_uoghMRQ%r{=)0E9%aa$cG6)8wuH549WyceJo
z{1ec71go*(QH4Y~Iw<OX{8ZFGpphyt)rk5>ARUF=6MDHyMiP?^qe3|@BEtnXU(1Sz
zM4QcG9O~;~dm`>1>UsQ(y$KQl@5AEBWp|KeQSptdRk2`%1C-twtxV>#Si^2N+aj#g
zkTVIdk;-?{M~O;?HB8vW40EWZ;xP_=ei7T-8<ZSI{1gDy;H|~N;UW`tD4dMMNbvC%
zh_4}^pFi!%=H}Wu!vH2F3`^N$h7U|c!r2t%JOM;+E*|`PP{7J84N*8#3AfeCBVnv!
z#m0{ml@E|UW+YB|G%-dhG%-Z-uzw<xNV0{*had2`&`){wAd*Ad5mP-RvPQkcEdi!1
z8oHU*3h7L15)MroM<SOS5yi!YX<X}jJ9xg<zuN4twn5EqY@Q#Vo`7rE-De+9esE`f
z^Yq~8WS_Q22rlcpJ3BSPpIIURgaz`2WE9<%Nepf<z%F>F0QT3HF+fss*2LpDRW1N+
z=6x8t*l#XjuK)kpd#~=e()3F6a(dKVs>(`J$|`lql~gWM>Bs~L!UN&G_uhMpa0npa
zeZYI~2?F#klW8hTQnjS+o*r}2zhM4>E_%&{*3vwO`W0L&yD2VK5(I-loO9mq-FrV9
zVKJLUA)Ou>p2FWXH3_sCXX8+bw|$9gliy-m1@uR-7YGJaSXgBHV8^zAxGb|726{$2
zBsPD}hHRBrS62BQN(iV#r%Zf*7byRpP^h%C6Ai@>+~i_~)8>L<BI*&5PsCV$r}dW8
zW?|dO(ExI<ht82u*e&e49MpX(#8R9c@h}~{4kmU$b0I&ZYZw1quZ#bl9Io&+tZ<ak
zD0McYB@qn!9d<Tm$xxK)-U!uNS`zD!>#TASTvHLUb-5p3TZlzl%Z-ma=<(@l7Z6@|
z;K^fa{|x8^BNh?JJ2yUSztt-0?rm>rq3xP(YlTPzbCnZB`>hrQ*OWvd7RhB2nOde+
zh!mpscC}QjQp)-N{7aoS515EHocwn_H(KqT-F>l8081r{DFTTWwalobnTz$5%%EUQ
z>NP5Q>8;dJ`zY?A9bC!JVxe_N%Zu*mAePd0>o%EjNl&}otOr#{g8<H%8m;otWZWOd
z{T285xvOCDB5sM=NYfCpNA}kSrHBFai^q@8_D?sLHd&YD<Jp+tx)0a##eeyie|bY5
z=HI`}H|#6$KmX_dyD+`9JimK(a6t^5MHWv(Hm=|%_BIdC4o;V*=hx;b5IiCD#%Vg6
z48{dpek2+2$Gkpji}S29Vj%~{1Cx>1vft%!Ta7*k2Q+&k;!8&ToT(vHkUooe$W*#x
z9w&PtnE4@(?fi8Apa1E*|MCytQj$0~-Pqd(DZc=EtIl$1WME}^j@5s2dW^8%+8WB;
z0i0_Rd5KW4oK9!L!DI-65T!_=Y{(md@*4EQ;g5JM5msJ_SUMU;*C^#FIw?U}B$V~<
z=6|0>k109swzE}B`CR#MpdjF<A{ge0+F_Pu7~==1v09d0Rs`X)nhX!5BBiL0&Y)s6
zNcHMaCN)6zGn*J8dYOw?W6WSt*3=l->Un~BPSCXugN9uZC3Jv{cD4y>&5qWpIA*vX
z&QA)raUOQ48-9=L!(aUhC^V=jazj3=u|E}cTg*6QO3Xqz!8QYko^$`v(E*fiTH&^L
zw!e4<h2k1k_LIj?E-&r^!@s(Fc6ok|_;P~dVQ+hJW_o#kfrB>XjzqMGo6*}y;0r7#
zY$9r2`pXdL)8#T&Vv3#;Sx~ot*9O>6WLbLf@=!{ea}dHCRZP(%SaR4O46y&G6oslg
zq0X<yN~=u55j=QvdYU<MaG;DyhGz|XE&MQ$ort{U6EJ#xJm_PAU_O!TPo(G}%Ex0-
zzdzyk7h_TUT_Ky5z(qRX&k5h$?9$v^gzp#IR2=m(Ic|9tS==pYXTzFhSL;DWn8Y%Z
z6jQz2p*6-`ZssmKAEr=Q#1aduEwRL`py!bdnARYZu^i)nGGFn>v2uCsZou!nUCF{j
zxn~K6_{gxQ1Aioykt<}*fpW=I^V;jBL>2@OF6|MaBntR1t&s*jy&A2sn}J8xC)LU|
zeeGSHx9-qP1aYFT9TJh82arl6?!JA;hJr~KB>w^tbDE5i3E9ZTN)JN|d9${TJ2!Z)
z-RZg00TN%_)k*G5tJY!(v(Uz;R<ZqHW9Gn0O{P)-Y+uV&=JU8oxAF4eJg^X>L71VA
zjWWi2QCC+6>-fYd*9+@SH)>Q89o`3$3&t1UNLE=smj@lHn95f3{iJEI$1_t=%841T
zRxD@YX@ZJW0+GKUT`@Y+VA94-gw>N6BSB_-`;1ko7>-LjHAB-QW6%O|DCLFKXg-%p
zuxN^5Nbq=qeqSWuXAT!mVWD6u94sWFOka#=*<^~P6SUG|HYwOgJsz@_tlCIKqDq6r
zhdj@xqF9t$0fz`md_bBA*81~{<%Q)HXb>~}$0of(7iVX%9afiCV6NUhfey3Ja%_5X
zDxJcyR%%YdUCtEa(QGWt`WGpXwKLP&VsmbYq)Z(b8^zyr+BRsOC5%iL>H=ZLeE;4$
z*U>!7G%i0Z65L7nVl2$iO~1|svPeNBhJ9L^s+9?#VPj)kn{48CNC(4dVSwZXGo&$n
zaplrAK_2s9?*POEAGW%@4Ela^X?bsRi%XbHfJUx$JAAzzL}<Z_c2ni)v|E_5D7<po
z93G1W$qc4qBA%oj*NVZzA12>HJ+%|WghI(qOfCiaAa>fI#<|!^awjJ1%EVj9W|+%d
zbh%sc^hVkD3VqY8ZDE{-LWw{~i1E^&1s1riowuk?t?)X9`k`AlKkjZ5!jBYZ<8KGp
z1$}}!=k{lx5o{z>(%IU{v@h!H=<R6l0C(TQ=+&-PXfTgqUu0hg^-dubyku%Flb$X`
zSC>Jlxb<0!UPTqQuCtw~32H=NDqmJ=O~5?dX1$ZBr&KU{p*gDh`h*%FaW5-f2Lits
z?5Y$>D)caoT%?wCb>F_B5OonrkdYFV%5UAc$zg<ns*+3H0FOX$zdbx`jsb&2<w$|;
ziu-~w(BK9G+$8vV;AM;gdP1R7h^<;V=lAbkJ~`bz+E@fqF<8!&BA!4hz`L~mzy8<%
z_l7;xzkj)J&Q~B4E3Pb%*S=u2MFSjxK~%h2u77iJ?c(rcV_|i@xw5x$v@o-bjh5*v
z6Z5h9fZ7yc>lF>fLjfEnlsqyp5Owz2Os{LTJpk|%!2tez?z9k%yf&QGi0@towy4*a
z3I$R@&%^7pFJC;|+g#n>UfY7NwZCx&Z)+Ewf%2OEp@HJ$$N*#_Dh2VJ&rFZgdP83v
z-D)wP4ZAkji)<o{x|famGhq*D$3i^lwi))e)(DBS@)FWmVa`+9pwk*~T3Ei5^#fkv
zx0=FsOBk-K2aVE>>=mLJocWE-SiqSMxv2?bT+6@i38L{UA9Piq)<^yQ5nm+{?T-d4
z@o+sIFGYjpXn?wrdOB8&1h9$?6_dOYr$KGis)HWK>e|xo9_5Ww)QVU0iK&q~_7al&
z?7rYM5~^Z>(AshnpAY3V;eg+$Q3l<1OmQBY1#>ddLe@$cgK_ObL)zWlq3Q+LDW~V%
zy{+r3^DkaJIeSg~e*EwON+!<!-OY8{9@hx-V-+5(Q|Tf=AxrseG8y*!Lp~2?Y-~1z
z1GQvaFxe%O$!fWRK1HP+N!Da6%>TqjUF$Ca`ItawDwpOa$8pZUbQ*+{nIrX9uNBG>
zuNU7kfOI|#(+d^D0K;dd#&EPCP$Ea-&j&jR7o8w~G8ANzM78WsXNUUBsbGjGH-jkU
zYd)(b=JgOSqWL<{VKbe{1i<V>c}L*@#JI%@%VWeA&r~5|e+4wvq|g||GPg$W#r-Z*
z=%tE)*-FmQuGHA%DyvjRFC^`aZk@@5d_(5Z2nfY(RcozE6?8ANN-Ju|OhU;Bi6;e%
zFPDkksmWup8n_|j{!*$Kz>w0wpQ7ntgJHvf*`8e%R4(lFxRe>ah=wth(USt~i-t!c
zlbrf-g#lBQizG~CN&rd{`eHC{nKeqSQEMQd2wM{6g;*u#914So-nV>$cJp~}TbCVL
zfF1^<%%Ih(<S<mt)ZST)I=|ZmN&>~xZF2?OKEY$}_40Q1xIH}GNIvqHqD#6g2>mvU
z_f#ZPqL+w<@fb}_O+_iOx4VE{lym*G*AcA2OAq=LZWvp&Y%EPEl{tzzxtz{qW3m2h
z9zQwmanwoPMI<N-)T38x)IAf~cwJG%wTpi~%N}eL23$JHw>2A&@$N<EV&_by0St;*
z&`(t~Z?j}9ipd`!Da=)NK~TS#wWy8GB;vU1d4n--r6bW&CfBHfXH9WPfeM5BtJW{X
zD&hEIIU_Onx?FN@ZhBULeXVUUeQm65(nooAa!gQ?wG+Ka8_O%qGg!VL%P%kRo*c#l
zPb_hSEJz~BiGbtVN^=%N*JwkyIuPP9+fNP;gMdI)WZnaMM+Xpp%k20RrKpTyNBeuQ
zzi^9@I-wks8l&dq<jfeE$I-=Uycy&8?Ws2<>IeY?ZFF@Jfbmq5?B)cWX%*_8cXqcg
zFV8UvFeq-UZvdX5fSa0cD1Tpn_3F{%M^3AgNgjv<@*EC5nM9-|j;GV%?{eCm2CW`)
zwbiIe#QFLK2$*8&iiGKKU^{LP1*2vRw=NgOBN2ZD|1EXx@o<77FDxF>K!m`fUdz&q
zFq4(WcGg@rg9T1Linc~UJr=S8X>~hqW8Ui6OUxP#9gBFqdQlrO(%-q$(b`H;BRekY
zfCM)dd=)MV5u2x8++r~B!B9{F-re3tG8ZO>S`PBA3zQZ^QRnSD3~Yo5GzyudlR$49
z_C=XU%4W-`Gxm12iF&%mXXfgo;~tj>MmHx4vs#Anp3El*F9V5ASoESEWp5W#8DRrW
zUk}SMxwum$?m!O}@{gTu5<vak-AMmfDA`@}MtXRDx-tW`zK(xB;ST}t!g%i|v|=#W
zbt;EWsCnfsZBofhN(qPMfB5Rz;U<*Ft$LxJkL9A?03@8T#>Bt=>%YD^5A*L|=^OSH
zh=$X%Q!DpQ?*(1H{!A(fgwY=?XNxN{vk%VBSLcC<(p`8A0hoEFm<)~7vfOXu?6+;E
zfXkLl@JpTrMi$ymlL2czMHk#!<H2Ca<pQLMkQDX>P$;l}#QXt2L1~9mkSv|%%ZsB2
zS7#JM?{BPJ9PgZ=K(65trd^Jn-0g=C?_qhG8XcN!R7MB#W5WYjiAh2c-J*kggnsQ&
zj9TGFy>fK0Il*OCOjmQUbUcWP!F>`45yxt{2Z;a+H>=aEO+@`zaTlA@9y6L0jvyWX
z1YSni1+~)Pvs(vCpddja+X+`zAQVMdRy)Ci#y!~2tWl>e8}L%fkqvv(ekU+hEMZJ#
z;}y`a{rJS7CZ+tYpo8bQzFf!(UB^fJbSFlGfqWuDE9Ll51$hqLZMaq%tTD`#RC1yG
z%w*8VqVaNnG3a&h64*g`?IxB`Y`qAAQSX8y7d!pI{=xa#>4WRb#}BXWUQm4e@W~@O
zhz|eo58vS{LzTR`ckk?wujL|E7$lW>HfzHufVi94XvQ#>5d0^!g`|rd0}nG5Pe4|S
zgJtW7m0E)KU88j~7A+MD7=92XYy4ayfL7rd8xD9um@}KvtWq!4Xl!9yGF&Hz-@k~h
zWqN`y>>`P>sR?F11~x=Z#;xfQ$_HX$x042zc#tYUIEGL`()m~f{AM~FraUnf45a*l
zklg_Y0-HU&uYiq^tRH0=3%vn0k<NhA9;26046RFLRcf4SolT}NOC$-Pqh>3*VLlji
zXmln9A(7a_E=!?;u*&h4#zvdYpzOhBFSSF8(DFkk$Co9Rx^=pIB&w&#_f9LypwDV&
zNCUNMg6$xd;I~H^!Ox6?#c4wNF<1>2o6+XBx~Qnbq64Ih^;9GnwHU3^UNMg(kP(C*
z+i%@sT7%ie$D>rbY)-seh>2KwTvi*BB6|k3OG1<c8@uncb>3=i`Sb>0iY$-INDN#6
zy~%yuOi(>)8I6!eSPq$3+-@*oLW5^c1Cht(fO=su!D!X;sO7WqGm;+z8|ZQpaIB#S
zmmwlgO@O|)gK}a9ga3iYKIldn4DgolI-QYVBo>GiQW-+2EGK71M@jiHbg{0)gii#r
zUqGtngr|8h#LkljZ8S}<i|ZW=cZhv5E_zNI$xtZlad8u1bA=U+lq+wuY=Xm4Jjl8`
z916G`Rp=FoFxfrcHiB=#>*WJ7u_yvG^9h3%8BAtBT>6c2nfe1ElQ=fc28@p<W{Y|1
z{QLy36r&566h@$x`Gt$)(>;2(S64RZ?m0m-U0-c3ZnE;5pJls*+Y$MDyfL&iJF^1E
zZ+aGs7Z)JRy2aUPd|Y(Lug%TO4iE8*$&pc_$LmXrw88S5BqiaAvDBqAg7D+o3W(Gd
z0=x`njB3<vvmb-D$|?-^{CItk4e-S9NOPKuCJz27q;pnktIJDki%U#p^ha!Nt<TKN
zLU=tpITO}+Q`4&pix@S3_xs;r3B&pBv|5~2GaF91L=M*8YBc$9%Ni|gK|{WfNvB3z
z%%T+geZu7&jp(&Hz`PMOwRqCwbn-pIUC&fZcNO)c)QQHT2^b-nL?P%2^LY>@`L2Qd
zb-Mz7kDpWsSzW)==e04|fqB3UrDabm?dsD=q)2;AU+pcF2em+)WAp+RK|2GOFUqyW
zV7gj6T5sN>2}npt-o8Nvr0}+vNN6A;s3`630)YaWm99n%{QN-{dUy^wl`v#-?vSDQ
z>sWFbI@)d<^_q#P@l+<|usMh+p*fnAGOJ3)7ed+F%kEDAqS7=ZEW~=%y`8F_4wXbC
z7j;RyTSXmrxQ+yFUQef}vz_iCQD>J)uLmo4eRcw)a<IPwZI#AGD8a!0z2t?}N(<Kr
zKWjjx>FspIDrGUh=et)g4!3q!=2r)KdL;8<7kEkk)cEYb{@cI3VNdk$U+$ap6&NTF
z&W_DJzIzq(hq+xx!;xr+vuX+g*eMV7g_YIW#iOm`_2w!9AA!M<3bcnL^i-TwOka@@
zXR#n6j@_WAaoeQR*i9%PE+LjkX}1GS#2NI^VdTXu8V&iuiHF?oRLB?iJ7~b6#OLB<
z`{ZDg4sPt>hx?3IQ;W^Xnd!#n`oi6_!{hz!(Rzsyf?MIlF#96V+=I|WVTB=jvOz*y
zoE{rkYa%YhYQ-dWBm{ywWhg^5o(RTZLCgr?jy5A`Hs_~LPL3ew7}e|w40fXi!3MoD
z<g#J4ih5n(K(VV5tBklEL^T;LaOwhTFEjbMoDsVPTKfP`54$n#cjZD}EH(XcqA`hb
zEDYA3U}k~BVTXBTxyk(&is1U%ig1e0=c?Ic6&e^$DQcA}#l~P&uT}SSby`ejFV<zj
zjT2%><yH^9GM^0bkHt_2{s<-jRvauPNBg_im*?Mo^NNv++&U%OufBM8e!TPQ)yuEH
z0j#|Z(4M&rm1Li)Wu6XGlbG94KMNVs=Ml6v+#nG@yUHN(HzXtmqJc^kcWySFAq7c|
zAR=RbHp`;~&(F*_9%QNk`mz1smai6hN@n?(p}`@DUa3d~XAa9S+L6$ZFy2p%52uq!
z{sR+l4eIRl1n&{NG5FsYy3()5tyDOSk*3JTEfC0s!$FWxVT>p)XgomXS%R75GJsv6
zQ%O?b<@3YcQfZML8OaQ6s}yP`D0r&WHQH&lmPp~-7n5<)uU>;e*NdqhaD<vV61-tn
znZj>0xoE_b%k3JC7oR+2t=ChTjg}&v-j5ksCZ%9V)hCj)b*g%aQ^^Rbf>)&^McPfm
zT^;gzF`pEZY3FOb(x}#B$VXvh)_OgFVU5;Ow5?a+6qYDtN^Ci(KLoo_aIo2PMmMsX
z!h~kA@?lhOqXWWdf_15uD!@~;x7@;|Pi-I5mqxI1nF&z_JYF781Q>ZBvPNLUVxz^T
z(u>w;G==@VTOAG>B?5kYYxu+fzp%J=nJsKc(ED6=EAAcM<ODMzR0P}}%9?R)%}vj+
zz@%mfwkj<}0iTZr6+B>Y7Rg8=lSmJ+-YgaQ9)&y}hORuyG_!FuE@1818WDSmgc7e;
zXB-N!{c%#O6@?lp0iR3Dn8h4)yDU15V6#U=j>bYRH&%Q=6JCd%Rd6Eg2YR24$BFNu
zfkGykXpj|7j193oj#3=SFGdEc!URYzGMD8qrKO0BZLN?4CeJ*Cf{(olPuKqT&cPO8
z-ffs))HrUguN@2bjumwIlcNKQ9>COZEG;qjF#JH}Vn70<OiGb?jOmMUt2r^bFflnl
zGJ+1yRK_Pc+TDSo3XF?Bh`pVyduQj{>!_39Ubiq_GUH(t7#~7;oE@tVjSmrZ935}a
zxWsO`yt%qgf)bAXv_Pnsg3(H_1;ga{sL&a~#kGI1_w~15(|CWhcTBP4()=RyehQTq
zu^&uN`h9M_M#**>VY;uYPYmruOOvB99*LU_hDeCEtr%NS5Woz;u}C<Xh<Tk3PPmNa
z?8kzBq%(Tk{pia9mzUO(Tq=!GGo3CVO~ga=Pz7U=7}z%oyU3T2fnbmex&th}bSj<S
z>jltiGwJPmIAD0s#2t59XiF4zwDz{bx5r4|0TUR^7v_9vkA(FvVMYcXMlT3py?3C^
zx2cs1g;Xl(YVT>i#R$X!1P&^P3l;FMz8<ID4g}9<b6}OE62hp~aP;Wu?o-MXEjK<*
zCgUo?FHA>fBYQgLBD+S$6#{DlIs~qJjiif-4dTC1+9T__BNz2hY{U!DkR|Tv<D>(%
zn4L2`e5kM#4{_4GK08~QnIEeU)0ds}N8|V#Ax;niHR&xXrCqBrDFyDt>m`^HNA5ST
zzS&(zfmthOirGja?DV9A!TIUtzkNS_y*b0o8}~|=XPOXBUOjnSh_i1E#qeo><-w9s
zt**{CcUQNX6EpjpP!9KSBc(#_S}}t=2#GJ?F!8g`W#?wgh{dTk=s_Z}@pPe4*K0LI
z-IU7F9n5{%jhQ*{y7>`LK0_H&M>!pto*3HQhD<OrJ3Bl*-B_3(Uz#7qEWFSh-$L(P
zm|AO2VZ3OL4j#b7p^LCNwX?Rky}rPxwlY7BITpYUZdjO!7YC~ogT<NA8q^*f-HWr6
z*LNA*R{KE}l?#kLg;b=H<53d6cX_#Yu%E(P#qm$4blZ*NjmlJ`1{+p*i1>X}r4ZNz
zfb218{B|>kWwcADULOaYqf=oUi#W_-hdJqW<ih@8mRuo!Ht0)$GBX*d7{>Zi$i#(E
z*ifB`CK_-v%hh>^5Y3N<Yq=y)p`mgPDxgFp*6R#uB8LTLn0z`G1Xp@^uwTx_`9ZG_
z`ywz8I~&VPn`cJ{$JD57uH&(XDe>_B{j0n8?w%eqpnmhsSO55rf1sJSIX%7)7@S)=
z8_T&lJX(0Y5GmL#@I)g)MiD1Jv)ZDi6BBSQn`WrYCKHTINW_EexT>WRuY>|+mRgKf
zY3yLJN(l&Mg7ShCoqc82UnNigS?u(=?9%cqubEsxbBZ-Zxzb-|dZ)St?tP6G!ekP}
z1kZGAKde=`o8=-QN<uS{NW|sNhQirMl(B(r4D*InuXj@<j6>dNWIGz51IT10tEdx6
z^dd1>du=aOLFy<cc&znOxdG+_y*~yc8l?mDgu%$}OWoIpJxtNvt?$GAC9}$vOkyEm
zMk=L_WfWr)1uK*dnJlWFUJ6H`{V<!+^(O7?MoZ1b;~2EiANkp))ycYrent{}?7moq
z;rk*~2>VnemUXwb8&!Ib-G%3uRakEqY{?$TT~4bFxV?b~0fb2tqzGM@q?Ofy^GzWm
z?2qna;`8`jJ}_c8KmG*WMA}31BQ7sm`=kg!I;9R}Q>Rj~tzw`;nq&wh&I$gM#4)D^
zo58@u1*X+%GMWvLlVlwKRbnaeQg}*ys)(PQ8xSX@MQgMQk34(8VJD3^))>W4m4WpU
zPo&~WA{ChoFyml^V4Pi8n+O;X@Tb`P1_w|B%Xu7#iAq7(i?WI3Gw?QGY%69nuQRZ?
zzasd!*o0F%#T|eVu>>-irMJ(`=b@G;6^i&APDVJqknx}ob&~OKpj07<ff((wn6P7U
z&#C5U|IF|=Vv(x#7a@Y89I>bEhiejx@b@x?0Y+g2+T2(LCbqgj)gy%AgOdX)hgRrC
zA}LAbH^rp8+uQVK@!l4g_7fAh<!Mq}ZO(%~W!XjB<Jv-#8EkuXV|{VCIW^6?kBBas
z=Jv+c<@v?Z;_~F!#KzhRMMbL%OBcr{JDb~BxejOpUs`Gm)W?QK)|Zx{M5kj(x=n|w
zgary*UmTHU#>Sb!7}#*uVeFh9qm5{Edt-xSB~_Sw&W8`L=Vxc=5Z~I^;^+C9Sw^o1
zPo7%YcIx3j7-+L1iYTNVd5_7JaJ_i{u=!-(&Zmn(?x}iBy<FjI$u$UZ7bjtW?6{2;
zjv=4Tq^YRZQ(~o$1;f#B)aAtP;e<Pahk>1Ej&5G;Pm#EXSOmWv!CC3$&E~SZqwshG
zY?}3eBUq!2jEsH$>BkgU!#ib>)ph%Gd2ctP4onGYS9fO%!;ieT6O=@otg8b97|J6x
zLv5|CJ)Ip`*5nj4ke%!ic4Y!LueTSf9an`-Z&LS4;J0+Pck5I}wOoU=2y~_G*5~vj
zV9!LU_nOUCm>7DEU8_LjcfnN=(Mcr7ou!ucS~N1f6xTg``yP58rM;b8W*lDF5)&eZ
zjYe9NPSu|F4l+LX&MsEw7E#;dbOw2Y8IWH%B#k=!V-BsFu5Gqn04|90IJ9#7jjz7?
zyS>f5mAU1C0sy3B%uPl<u(`7K{q*(5jWlo23qIT18Ltg~_vH&Jvy0IPfN{<U{prj|
zt<DMx(Eahw{^2%!`fUgjEN$R@?QE~EEYA<s%dC0AK`)w=&mpkC9VSgws2`%y!R51C
zm~XIr0m5gnA*kge9>vy+mJ?yj3qys%5<E9IP8f-Ci<K9*#l}DZ7*)NRnVY1?wvJAC
zakw!*IzWVbZgOaKaSEgU-p=ao_Uh(3II`iq+c%lZZ%&QvHYax$ra{)vjMP`>C;3gd
zSZBw3LWS<g(Dqt$ZHWmB4kVz2fxZ3BS}hCRCle2_mcr+cvz&Vr(@rKFU`S(OgEbxS
zY&sI07#T)ifYY7~cq49G%#AeW7WQBcThxghY2|-rK}%bWr~*ZhS;frK!ZhW(Jg=a0
z#6$eU%~3L#(Eu7vI_%>n*n0B@P;?qIAl~?Weviiu84FltbAAS+^ypA&e7L%WH5f5t
zklt!!6d_Q5e1vIaePd(m(W3`P2YWD@9^JpBAM%Kt8g7!6=F#5v!|Q8cM~IbRBKQ{x
zex6K{<S7hHmK6lmh46t+V>SwOpm@|j(hyjy=|r5h6+5me#G0{Tq>urG#bOpg3cPkI
zk>K7Q2}R4r0tGXi>QSfhne-RZ<m&nS824GQrQ?Zw3OIcbaHha(3gh4IuNU(0RA)y=
zgylv&J|IkGc^cc3{HskCY)A=&Zl}vC&>?KN;$e)?F3ftQkWARgGWLpeWbIXIhNTdF
zR#LgPx7UQJUL<DsrR?hQT5ten&=a*ih=~%0I#y?Pl_qX?XuEqfJt6~B3YK-18c06k
zBP0qVQyB&@8iy51Z1y<H7|ARu6>=B^c%Co9u8d8ZRK`?>RKWsD;6F%YfF@W>F>w)i
zlnYKU5cFzHVo;1q{bkHKOic!r<~5O33u@SA!0V;qkqUi+4H(2bqAEOMi1w3<?1l_^
z^QNdva4hpAW%hzqUdR<Kdi-Y=IC<Dtz~fU$gmOyWji(GR19gx8f^VN0FU0C2oyI>;
z7bH^_kMG-`e-0cBC%k~iS7}h7V2<f!3a`b&{&T24AlLxhf+sVVOk<=UsMcUXpdkwU
z0h<tDWH?8)&&6V;G^?i~@k9(`jO1)`gnVKuO_q`AouP>}X^wSj&`bFRBa`3ZWMc;9
z9%p7ssM4-Rd|rqXJlS~@Ism&x!YFr)QbH)w=O>{IAs=QkDjG8wkwe7CT0gc^-cAgD
z`H7J+iWjQL^aB96gtaRT*j)VcGc(PZxzl6L9Rk$rX#eoy<P7cv858X8=!3NR2+*+6
zvGHMolUX!zmQ=Kwawx;Q1#}LZB4~(}g$1Eydtw@^<oeq37HhP<1N{6)2NV^pktn9y
zadTyvwKEv}=~0Xi1B_L4ZlOX>j*|VY<L+X=448saNYr_FIg2weScyAO=TPAqB#N>)
zJ<Xrx9ztO^MU{a2;7(8izPq(aczKXj+v<wVWWu&*P$A>7DFq9sVfu2BcvY(6u_O=)
z7M}EqVA2aXVW~m-@$$W^^fU4LI0Or32Men+JqO>AH^{`x4j#uBf0k_+7iKD!Oh*%R
zNM)k2h@bx#%;bs@Zu1_HVmcdgq=z%KlbAIbTS~*`W@qrRLyf@AMJo`q4Wb@|c_1xq
zpMTzYtL@I`x9H2})Bx#}v?Hihe$B<g8o8&vRV$a!`=jDi&<DSwiy9z}Tux+zJuS%>
zR#m*yB@&HMZRBc2i0o*)qc_=IPM=9Fkoq)YkzFUmS~Q@&6!b6xJ%(!sdP1ZUbrE<Z
zM57S{n&{K3Wung8SpO+468ChAdwcKPydmxC=<DbhtPSsP9W2c(4wVPc)?<DGjIprG
zMc*z7F_$piX<m<cI!@MHB)roeKmKZcX={FRp_Hp6gXBs4X}|Y$fA{<8>kS%a-nf@K
zK2V*g)_(ux^JFkkNF*qHVfw1(iX%1r5(_J{&4bOI<DH|Eo&7|}hi3_O65t^FqRq{f
zon2h63&mn?aG;8#+iujkxtJ+(#rG8grz$YLIS2#p3ws^H^BevTxW!mxuw0?r8JGC<
z^h7bA93RGIlpd@VMg}YJqZei&B#ewTxX;6t>fc(MU0>pswScqZ^5XE~e1Cg$<#2y{
zi3(>}Jv4gQJr#$i5f0B)`qyVC9$%ksuP?&aIy>IoSe@J1Xx_WndvyPJV{Pu@Z1?m8
zOUKgI=EC-7^I&IjehLa!V{?V^42}_fzbGs*fyppfN412Nadx;f(WoJ_0?Non{0X1S
zZ=qAk#!%rl>cS3F%w_c$b(v_8q`*j{)|?|MI5A5MY^1i>q_hP3et58-+<JL#e2`$~
zryu<Gmw)wFw_94IVzHL0Wv3$;@Bz;n8YJeqT+Sy;Sr}hKV~r}oPx|S$Ha5=BFYaC5
zrC<2!E{3nO>#Ms*2fODdho?t-hX;G7C(wy@4tBS$&d+&pP`N@i3uk1ZETw{Je~5@&
zEF5$@Y)q9wzZ<g`e<R*Ko|D;B6woEM>QpKLgrSlzkjI}Cx=~hXlWES(j0{l(iX%Hd
zAapJd^Q9O@s~)IEArF)abPS~;A&13MqPr;?kA<SOim)Do0foak8{^p;cj~pY_~8X&
z!-jn*6OE_C{24cN`jDG_S{&Q~fKwO6)*20gK5=)4+iC*%V34cKK(5rt5CXhwsK3C+
zSg^z^RV=cwfth7;WmhjVl@Fs+uSn6+1@9~FbeU<*hIA@Z*oXw$987L*3Wk`nL=r9i
zj6J<}jTY@vjjfB$YtWWp#AI@<gz^zN5(YVW+FJ-bs>M=SSC1Xc1;briyILY+VTFB*
zgSOpdfrM$(8$ot+=ciW1g1KI)p=De1Iz$Pt4zCU(FMt%-Tuui=CBaK-j%|{zUUH6D
z^y!P_Gb7nMQG-lo$g57Py-}&r+~>4#M%R#K!-*|CeBDCvH~B}-`Y1SjFdC)Pj%=i0
zFXu7iEi*bvK6-Ij0yEcn9S(uR>2R^T<7?}nzC4wn+Ywp0UMeI0=3)s(plm$V&+^G1
zfOF0`M7t%w9<7x@3zJSw#}e2lk=2IlFtS)B2}Pe+0Riw9a_EFHuoRVImhUWPE%aq%
zM}oSz=o8@xCNV!-?r0QbD}hR3hn6dlj>MeccRJ&^l7b-yD$Y9)-oShj&10d8|DQqz
zY9fU)+4>N|H_K|KFU}6I$f*1VleM<8d~$qr1~cpU2ztZ$G3BM(j9XkLWKD)@buNL4
z5yqp&*bq>%Iu<XC^gvM8mltPfAX-_So1*QiPA?D`FpBK=HaB4Vv)uv^2FG=4b!~ZW
zX?bn|tShE3dLNDtcG-`u(|a_}*I;-F+ZG)lLyh^VX$CjG8jPdld||pYXC?uC(2FE=
z8x7PjhB3bZzT+k^F)^~SMLXqcV`vEE1g)=|Tbub@j;|6sOk$z0=W~xvqZd)}DU$es
z(>t7rBteA~LoDk|$ZWA-0yr@V8id76Je7{btgJV6LVdQ0?s&5uQ$0;X8TRSf0&mD{
z0yJNR(%rBx1Z=@eyvXMdg}CfI5jrO5C~>&lPA`%L8!(&6p;c+g*9?>ky&Wxm?XCQ1
zYq=>GiLlUj-)`}s?YH5;$3@@A7$)iNK|K_Vh<cq#rO=A#_7X|DJDps+Gz1Y^WFBho
z#5_qT07$G#)CW)nQC_X&s38ZyVo<6&ZngJxi3<I7@Dw0Z1lxdAf-(rp3)TuF7SMYE
ztlHO0?W0vKHOfUgND;4@Ffh^d3b?FYD)@Tsw>w*JcfZDBP`W)fGIO+lv9`E@9T>iM
zJV;wgfWVi}Y~-emX%cA$j~Rc9O-I;S)~F6Ve)z@a%I@m?S|yKxB_DD7h{InV?|(mi
zy>TPW8}xz`e(%&k?b{d6Ff3u_0f!CDVIWU~;mFF|($dr%McbFhm(Q;5=M!N72-Vky
zSj<46f(rRGEQA*?9$(%)U6^lD0pu`o^rj9&05T)8qci%QHUJc<usi6qKwBmI#!-4=
zY@7%Y#&+RuUd-gdZS|)p?SPGdM*^!7)g^@WMgZ%SGi*|($Ex617iNbkQ-n=H@yPnh
zJR<$c(bm=7<3sL~Q`6fsvpaMtt}J}@#nTs0AHb=&JllWr;P~02ljo0V^4NWNef;$o
z_y5~}dG+1bPrmsA>-zEYCzp>NoZY`V`Qqu--IMM0)!7GE$LlL|w6Zbw>};-p^qy!`
z8nlMQ1BAExlhGVNe&$J+-DNgldjl+ny&o1sbDDzb%F^t}^6WT*>GQ{T`J8JD-1*0r
zXU8V01;AoDspv0%_On0z$xnXs%fI;?gbulKddbn_U<!>66YSsE*hb=EK!tCQjf#@H
zU20S|aTK2%A7e||`{L#EyBDXAA74Lvisk<50#L}sIhHWy(bJ;?{x{)DT6<x8z1~+;
zIrRgCOhI)Bhgfj&wdIy8thr)Q;c=YH6i^@IaVl5%w!Svo6VVc4_48B0$$cIKdZ|26
ztK!}-BSjU9*opZ_nz@H*dmL`y2(lYZOe{=qJn~3Q0%-EO+z_SEd|8Q5JVXiuOE$w8
z3KUxxp1gzo{p8#!^1w46_V^%C1L*~J>NZ>WFgLhKx<3E|VQv@6Oe&R!Orp^Uo0@{5
zgf|E`6@oo|*>J#+%$zurDHx)4Q6ynGM)453B%3juU`|#*bYUyhPK{pICuTz9W6W}4
z(`AszIf*lLftv_W{w9?XhEj8;hCv~dq4DwDN6<l?W&y<-3gZ?mFU(rNSMh6+cI06}
zMvNf}UslJRJA#Jh4~aWzo$FBYcgf^zA6O+}ap9AA-EN9t+{{9ZZ9RQ=KD$9l3kEPh
z+&jIVtr7DQswIC5mP?2hNJuO_Se-GRp+Z{V4yZLcjT(2fQEy@eN5i8=r4YP21|um>
zi&|hEv!R8&>b5xu8?q>4hX#L-5S-iLH0!mnQb{N$!%-aOAvdP?)Ih0<)gQP7$`o0f
zSRe#EmiS?ne@rsY0;gUjFPr0=LR=9@GD8CYg`E<vW?>sv$kxjR-u%F<5SMdtKogmK
zDwj{^O8EkO`vj(bkB5yn*D-t(+F;qoCc_+Rd{_a2Wif#9yZm7K%8~a7_?fbbsWc3+
z60o>rdVFw@C?YorOk(WK=BFpm&QGv7q5~q{Aq(QPN8Ov9nWj@4wVlamV{MIhCe>Z5
z5bfD|%}fEDq1zgK3aTZpt=WkwoMRXnW+sGp_}<1A^+tP}o76)93OhYMTW&71N56mX
zn$LW&v%9~uwKzYIscf;iNC^Z76ZTrwVs&k4ZFLC&ah{qXsC@@}TlcTd;NGpRakyJ$
z&&GAcv<6j-4p@GWT;AT^y}JM4=;-*~<<&9gz@2TJSSp!Fr;=%8GNyDU`S#XU4=_{)
zY|yyOq2Vw~>44XRS{Ms*B1{qz4R{00)l}mK-FUqMd~iCMfijqlCfJ&?_#$SD$jJ1C
zv%uql_v6NJ8uoG)W-XSWQ!K!=><fegp==7@gpbN0g0VWa-fFfiEle3TV%kR07klsA
z5_hztgUY&56?@@DK+C6yLEa}JU<f^x*drGLAg_*FpJRHb^nn44BxBc|7EyN_Imf;p
zkyNIZibV8R!WlLhbqcw(t@VytrRr#J<p|Sx8xMvOJ_h=U%Y-L@%Tt1lQcL((#co-l
zl}gPj&1=>~uSVR(=MVY){EZ}sbuy@5-H=y1+gdu?Zn1g8c*cM?F}|?5c5t$P-Y5^!
zmrdFWvvI`j30m#kSj=jL%S>B6pH{~1i^?Hfd{3?)Z?En*Cl;!?dNGkt_`|u7@A~}c
z`|0Zq8fM<Oms-xG=7#Ej|IODFUQ^4+bV1`!qg3Ypv$2R?H{YC?B@y}R@e_DW#k6n}
zCJ+akA|3J4Cn7*iUkeZ%;>d{yfB>2~!rR;qYtRdm*~XR6e~hsE!q-&DG&qn#j)MG&
zl_=n47X$g+k62>T(OJg5C`W)jPZeDjObx$PB9WC8T7zHfapkc_iEY@#NOfkiv9vgi
zWXZkogx%aeCimqX0ba4eTI~M4vzO2AfBF3Ws~6WVpItt@fBNlLPoF$E{qotp-+%S^
z+m{cXU7ddQ^!oXu%fJ8bOMdGg|Ng6Qz679k%2o-H_2P8z>f-3}!^>w+?p>bl&J$M5
zCn?~bXwVNCqYbmp${-m@M}tc^OMrKWyc*7REuY@{=+`YD{<{0-Cl;kR=C(-MTf1+4
z-u~&wcRu>?S3m#x`)|MVC-1!TXMg&$U;gzkKKt~OuFei<=YDUXTCFn7EG{f=ZS4)#
z%HX&Gr1IpLoESPkWx;i@f#Y{&8P#!jclYZ0^6PKEc=h#*M~|;BFOHu+xsMzF@%6n|
zFP>gs94$<bp;*={{nY0%{0J!2`T$)j2v3M3bf)Ce8OY~&u#>R}(ACkAVJcmUsRY6b
z9gOKD{DC5M!067fyN3scuxi7l<dYy}E-x;y%>WdD48!L{{tyH>t=_29vvnD&mV{0j
znj%YV%ZmLuw4|cY%$dzla4?WB)pEreCu=fp#7R9~_8auxdacNg2DUdApzdai&t@V0
zt?27Esg!COsF|aTMhypHg@Rd2)!h@YxneF4`XfkHk6sUM972M;tIubIgfF=934lQl
zi!tqp#YmY}6;;|sJp&uzN2SK9R3|(h4E$cBMcE^=Y78C|0Yal$t)W1HC74PiF)1}V
znH+(SsQ}(M<E2SWB20$_Nx62=>lYpqHplIoxB5DJtOf)AXCxcyws9i^{*v{I5p|e4
zm~3IKILvmh!^83iN3_Fi4Y^&Nw_CbyQ_dpcTER_CV=5yVC?`8$f0u_T2#k3s;E#ku
z7Nda;0E;h7S<HJ_vYDgkSq2xt_^(nbR0<h`nMx$b;-yn!rctp9BP+*1h-C)xkvOE+
z>1G~-j7qx~woC%Zz(w)iLqM&SYc#9l^W;4+KRpY*lWZ*B>`WXoSUjIj;R#H~!U8(4
zkcS-#hYe;vZxw8WXp5-psD~_kz`DY=ViZTJo@ijNnq*@Jf0bQUHl7%+(brzYbeW38
zFxw+N$9z7_p94a{BvQPW0gqV)v@&1{_F$-WcoiBoJOi8^s`YXeX%81Ypd08b?6mLQ
zJ6~R0+TI`{y|DpSg9_D!1p<cPOo;|lxByB5^C8}Qu=ZPP%K+`!n{h&6m%FpR&V>cS
z3#Q7+{sA?P(-TuvLtLJopB)|@?GYWO?0N@t+UfE6*80}b?%vwc;tq@c#g)D7z1PGE
zR`JUqUSYj1&JuE*q^yX0;34tL&6U+<_+wD^8O#>8HaD;Y0DXn{hY=I?ab|qt?)l~8
zM~|19i_6Qa*Y~e&W^7Hgh?1V@Rm&ulMFYkO2Lb_Kkc<NZm|B7UNIC|zbG$#(ANR*&
z0ek}ees_?y7;hMm6eKKIFfv)$EoQ<LgM-5ko13Oba1(_rd&*oO7{r7&H8RWzsF(xr
zhoa19O@e5RV+O;x>v3{>H)(ZnGQRryMbz&Qcih%1B#3=lxmYcOE#D1gOH0qYM#*p`
zp(9=-GVAp$d)q&6!EM!cOSl}wUD&<ufCy8`#Y(vZdl(oogO)KzChhArVD6_672Up1
zA{L3s<!Tk;*3WOJGySz%Rd{NcjbQfya9K2RE7&`6A3Jb*zVHL6`g#P?7hu(%wnRKE
z+!Odzk{)?)PhSU(+dWDpqh7bXr-SiqY-INA_#vf@l}vv!5JuMFk_<a(88#v~(sT40
zZK0q-faweKCj<1;>j&Gb2Md$Sm252&N+kV}d?@hb`tJAB*Bdv|yg@H`uuzy88vORv
zH@MB?bhHJ1>5#t=ODs&y?W_{P-Pl{*dU*H#w=Z4<IUU34iU&tVMtI0ZeNG_KgQWug
zDC)@wWTk?B^5#rZ9LW)<DB0nLpB18QHik5w&ODc!^Gk#Ep<)p+3z;*-P8&0lL8EB-
z^uxZ+J0`74M-)Y`fr(959W7~0JDit^u5*ej7t-Zoa=2co7LqiF)CY1zBN@P!iAm0l
zZ*45BEY2*<O|$x+of>0+*<M?`INiCrJbL!z`qdYYUp~A3?(1jYzIyWY%SY$HWY-rj
zk9NL(`S`o9p1*qj@Spzvo5v3>A3em&essLQd2!0jv#`IrcK3AWXm|Z!XBEF0aZBVj
zthNiYqqMk<(3CVW)cVl}w|@KUj?X^*%`g7?hd=ni5B}(ne)J#z(+~c`|Nck++kg1u
z|MY_&{oqG${osdh|M0DM-g^7JAHVa{ci;Q-KmFOS{`#*!`RJq8TP<>l)Ml}wv?OEX
z5F@iQ0<j?;v=`IiiIK|U{KPe#b)Y2fp0NRY^60_Uy^F(xgRASShmV9tZJ-?Y?jFB*
z_VCez%aeoM`*+Vk9xbDN%ub;>HY(Mzf%;HI2qt=54#wI{0=+1aPv;wzfx!xeQ6(xl
zP*uqOqaO_q4H44X*;pgd53>l~(Zuj5b06)LSej?hP6q36oEYs!QAsORXpPXWc>Tzx
z$#{$+8{FEATfmg?@bG9rfdXmHgLrgsIAHhiqnO~f<_|kvF;;$FpHZo$LI^U6*J=T_
zNe8aS!~&`p1CrnE*5L1w%a9{qFTUhaheJz<&p>cpM%OlZMoC8pm`cCPYgFh>?6{;-
ziXbh5jTSXQONllU7i%#ytSzANGP#|mNGf|I<k__rrG_$Yi%N$x3dSkp7Qj^=F5-?(
zR!Nf1UdkM0J-ra)99FvovkDk+TxT++tOp@RB*9kP-i5Or{sZHUj<dOvt_Oz&H<?I^
zgooLl=OF!zE(`lE8&$t96B{U-npA#UtBIVufyv5%jt#Q{gBW%)jB~_|`D~d)GLuTV
zUG7kbAPY+YXV@2H;$jk`!x0QDurEH0Qa>J0Wck^ZX_XWu!z(cHX*mZ8a~DoCn=mD6
zu)1k9Sj7SY_XGEPxRA`STta<=gH^BADT`!QWTjcJR9V3;%r9`fqQYB%@WLYIIt>LO
zKfv$h@l9F~&MGxP4c20KvFZrT1-z6bW-)XPmP(_QGBt?6BC_#hwNNbQ@`I&nC0Asg
zfpo$&m5squWy4h@*?|+DvJCV`ZWQRDlvu@rzHtm*6%1f8O!7>Cc+L?JnSREownBoe
zmbSOqcdeZqp1}0FcX0ta9>@c@_-(pPcXy`7$APJGs~H-oZEY+M4OCdz((r}Berj}#
z0c>S);c$0vYIKwj+g{(;+1#QzXnkR6cXI;-1TdGU4=GN)04cUOH@`49kB1+R19kF8
zySwlxm^1k#8!O~4xAr#IA))cl94_Vdx7W{4j|p8uRprIpy?Z`0JxK}xh7K3V(o&Pk
zB<4U`DItm>&>x?i@9gdn2K2c-phXNCO0+F*huQDJ|E@9U4O~-ve~X1YU^j-|fnqM^
z^CSbobS%?f7>I_FOz%MKNs}`(a|i;s$Uz|*gCUdjyKv)s!hvWwh!3+L@E*Ayx&u%*
zR5D_S3VgWHXq@*;J|$F9xOt}tSQRCxjLWNY!r-)Gvs{vNlWpu`ZACXwZ<|1qKvnF#
za|^$ssJ)HRh`9@>mqsSlYc%v%_q4T1g^#==@9U+G0gawp1Ppu#sQeqz9JNZ$HCV!=
zqCQwVo!AUI+B!m!IA?9zOa$w{f_4c#p(kcP04tcjAPlpbHVffL+PalygT@Sn7&fwu
zOX)V%^W-#*8UsuW{ARMAcG8g}jq&r7hl|t8W#U%BNStZk=cj+fM>(Bdhv~})J4Uav
z={4+Q)l%tdbLRQ|`x{Ffv={5edMX%?d&8Mv@XO~<zn{L|pkd~Xd#RLY4;K2ref4+c
zOfD0Oz_UV4D<v~y)yD41=KlKT-rDBl%ZD!?Jtf_o2>A&t4Uz+gnGP!|2+BSH42t0j
zfJ4w@2e-%==Aj_l&v{><072Ab>&s~rqBZ5Gc#3%H1Jz5$qkxX_D`*wc4}bj&>MU57
zS@r6!)|Q(ef7o{O6LHrayFm?YJc3mz<WB_sB;MJR4VJU~eYG;yY(K#C#!#g(R2r`5
zo6|$wp{RDA8XuY*t5a(@KRq@vR;OAAo5srG6n>8F^`+Cp?WYf~{?GsZkAL{PudmJz
zzkGWA@Z#i~7f+twzxO}>`R^ZGo__J<>UXc6zIy)PXlLc&)yeZGSBy4uQ^UB<PLDTN
zS7v5rhWVLH`S#kvU@3R!#wVZt_BXAce$sa1=Iu{!{QUi&z5T-<zWt*gz4zm{-+t@u
zw|>a~z4Pwd@BZZNci(^Ky`R1Jlb`?er@#1%zxe2b4_a<~MxqFZtuPZ|qpDQFOK_;i
zvkMq$u#!DF+P%CuJ>1{A=2bm^{OaYiCyyRpU0%YPAm{k)w_kqs)$<1r&YwKJIy~AX
zEO~l#)STxmKEeox?*$VV-f5;U9Ph%;DwSj(l}X~i0=7RlL!aJ=P$7iri(0+O#t_35
zfD4{(^F-xGN7#VPkB_ldm;u>2I=(_D_tYc|u|+BX=^pAY)oV2XQPY!SNKzQymQgE*
z`I=9HT4l5=(&?8-Q_xoyn*PF>7|+poe<}_86p~>fl?5~rw7WefQzqn(cwM}aD1Cn2
zj%`!*NtAse3z&C_Sk)&s%M^B{D#6j!U@$A?T2UXM)F_21ZV%RLd|5ceSaVqvN}tK-
z)M}toIC&IE<bJCYdMd^+WJe>dCHU1%7MoTNpw(}&xoF1|dbD9^iyh2DN+nH0dYN1&
z%wzo3GQC{scX@!LVzXzP#Oeuxy+)=In&mp!2`DKW(!!B2TZJW<4oD=A8yVw}kT*0M
zd|ppDNMtWgp9_4;Y&1z<WY_ImKuX~?CF2S5k04l_f`|>MB$bWDQIyzyRr}HO3Ra^z
zm5d8Oc}S!M7OrtdR<szFauhhatXA@FSmxM5cqy4NTUZ-tl`@-A$LyMkB^Yk`iUQR~
zrosA-waW+r*iDcmivJ4IFLEInRgBpVvxRpEB49aRh=rqjyL&+C2r2U&LFfY6$#;-h
z2y_ElDzQYSCX$crju`JzEz$VU*I-aoa`}a+sca+!XAf*Cu0NJz7^_AHhWYL@gp;Bj
z8{&#7;Lbw3!~j1w00&i=;&{Uh^p}!R-Uv=2guIo2lJS>fzb|KT;E$qcQ$oa421S+<
zczjc%4K8ZI6;H?)vOR+1(ZN1DF1EGQEK<Xb0iI+E;}at~X9ottk)aVrH8#lr!6?Ee
zf<t8_wy}e)?F~NF%F2r;kIoMFp0WhrKj4+m&&)ALLBoR^gT;Rhqx{4uTexlZS*y6h
zDE^*XnrHbpgNnM+oTFNTelEn&-K}j97JLBZU<j7Tv_yd5yAms&nVRIon9;uc>g)Z3
zLk=%Y&b$-weK7_Y=!G{M$)`}B?h^=V`f9b7O69m=){2yNg@puYp%h1j48>d)ht*_r
zdwj_9)NZ?79AL0_nf*R;j<HlESxA##=1s&{AEu3n1vu3M4rX$iw&HQ5Nxt1QMuvGG
zd1F3z5UCw<+VdCB@XX7*+fe|4Jm8FC1KiyyBy&kY+8E6Gx=9@(&{N2z24&yVE$M2L
zOPR<3e03S+5|9yQjS87kf{T)>Au*a`hcFuTQtlvj=qZNiP%(@tq+C<CZ`=xyx%4=I
zD+0Q=8_)#lyQgDFjB^;}-Kr&$V}`J*S4uf@<gyvQ8iY_FT0pzUuE~l_-A4zv+@PSA
zsFz*v&N>*lgXYwV0D$xbIN4!xh`L>Hw*TGt<+ku?X?s*T>4B9iAs#)xxY$_Sni`rM
z$W`*-c|3u1F#Nl(zx{stdgDf#H|Pa_@$9Qwe&E&1-w)9+5(*~$jwERJOnRhJUznI(
zn_oKE+<kWc*_Y40BCZH<b*P%B{Hz3MArSg^pElhhQNIVwkdN@Q#Tar4doXD2AQq`X
zL1SX|LD9|J^cd$q4uJIPa>!RmM1c4pw|w%qzr1t%bC@=C(<?>Y-K{OHpMG@flMgw?
z=oNiFr=dSbK$0IM<%7|XHx_V*JWvz}ZH2<jia>-i;JCxtcmQz|SQdWb3hb{!bh6Rk
zsAh&LnNpr5j5{83<}<NUK83jq=hDtL_T3E(`CmPM`10YsgN?PXpFg^HxO=*_ezd-{
zF+2Y9!P(1)7q6aNzkGb}WPkJ3%ZE=Mo}Ha;A0Kb7kxXvRJh?jMhH&F=KcET?!zWZ6
zl}N-1@fUyo=Rf-6KYsg1?7M#a_FF%G_s2|M@BHMQcYpempJ4j>i$DF(fAg1r^}(-x
zee<(V;C-p&3bWA?4u+}n!CpcU3C|Q(SbN)>3|bdwClBvmJ-oih+Uwib<JW`h>le?T
zKe&Ijx-xh7?#at9o__t!%lp@NfA`JT$Q{%Nr{e+4I<O{a!yYK1C!_TUS_4l>RvheA
z>XjNhON!Jpi4@xabRV*nltLmc(VflocDTEZn1qd)T47*i%L_vB3L$zj@}#}UkfNc`
zzBe^NqLgmT$QaE+VEG#ZqdZ*%j%#IgZXVJ;k1fW)*Gabs!AfX95KSpMfsFw9&}Xtn
zobG%y41NS+FPS*4SmfkR3*w#dpn|ZT%%ahVJ9?<eR`p=n5^JGgsg;!V5_}*nZqeW<
zb4#h_k;`PAon#wn+$R5Mlt@exncoB|UmLW!)Px_qd)a-NRmxO|hn9!h$H7brCqEQc
ztpt0&!o}7=MVXKk8yIq@qzg+4Vxoz|ySTH9?jCOV-5s3@31gT6<QLQk`1bsQqkVTf
z-$W(ZMk0`q9}*B3oX*a+cAXX$Ymgc~%w0I@$rawYag$vcs-laP2Y^j5EM8w27qs2Z
zQX;~ag)fZFiC{E5(7;0_Y=DyhOTElC5Ex7b6TRL(I|K}&F&RD4V*~WSg@!cg10RP9
zWi{$iLSaC$nPhWfH=D@60On$ehGU2F>sqnM3KZ#?1S@N$7<-4HP|HYT1q^&9J-QT`
zc4|1GOXX^*AG#DyY@|uJ6R6K<%Gm!f)eDL?Yt?)|Y9rGa-mw03dWasXbh1$?($qdR
zGKQT7FmEMSt`%8)Rl&dW=Y^u`$w@Xyl|reMEs`=2K63>QD)^S-V5L?omUsb}NO9l~
zl}fW?Lb)iKC_Z+fCo7di9XmQYnwp$OtY2GM1;a)8BceP_5ZjxO198`n?rg5(tDgcN
zv9gNjhI$D7o<;6rbAc*G9RADm&6B;oo%Ky@_Uj9jsqL)JHyO!T7lUl2U}$}5<&+x)
zzWSkImS9X})CIw-=QA_u?b0U6wryo)i(l^m89N~_NgROS3=<fQ+NhI9JKGczQ9ZFR
zH^V}D4tD1hk;!Ew%8Bub)6+A~FO&{2JX5KFDvh-do0NfwF0Ma|l_Fi2&78^<{665c
z0Vvb`fEM%lf1ke487a}mCl7VR<*?!BWcdl37yNY^yr0jX49CmG3S+*B2(8D1mwpOP
z-#~?^EXZ6c4EP%f%%<afQL**Wvzn)&n<<uZG^wbUGI%wv`p<6&%m=L+qr3*5S8t~Y
z#IUpv+ys3>dX#S}<NJC#TU+penGF_`N-gWAdr`ufn)Q}kDrTFfCpcqsLgj+as_ex`
z&$db;7j-}ugOX>~8oN6?bs8mWU!3rGKFw++5lhA`Eh{xjl+-GdQmU1Sr9B<QSfb$&
zMF29fM5u&-+5`KdtAi1dlbWKpTin&k7jb)KZEs`$?C@SSS0V67#}LXR2uC)^q*<W4
zAZs$J5xM~tXww-lPfwoSySurtI#nMV%-4_|nbuOl@ZWv+hwrDaH)xo7<6i1$bre$O
z^QYfV3=SuKAm-eufE!T2bYpCOe0pwldS!MAMeYxO_s_XRhR|-ckg60@$QEE$1#Dvi
z*u6Isq5shrKrFG@5FdfBLY(070O5ywDdt|P<?1y7SxWd0Cka$;u4OLpo1gsV){Vav
za_C+Uo9Nr0ee~%Ezij#FgU*)E)MC0<l+l1KpYe}3SZWQTIg*ZKku^NTB0ZT)M<YR|
zFN);cl=DRWt|E;;WZ1K@e9~V^({mKg$2`N;%=jP*NR)mg{!|bGk=@A8@wg`(w-(Eh
zy`81S+0kA0&T9+DTWb%`kI*GA4mQvC)?YrjcyWFA`Te`Ep5OoG)#I1XuU<aCeoDyT
ze4l;P{`Rs?DQRy3R4(&-9Gof%wwbBr6Zd}n+u!{7kAL*;TW`Pr&bxoY;_IDv-+Sks
zpS<_p`#*W_=kNdYZ~pwRKKSLYT0Z*>hpmQk9HS-Z0F6L$zY8W~DV{!~Lyd_MR8)u>
z%dmsaPlyIQLT3Et%a>ogc=qD?v&WBFfH8~ReR%)+$&;twe*5jyClBwkXTQ2!CBX?~
zHlM<KkHPpgTd54rbgDsZc!sbkpeMd%LuHy==sX%jKLWA@j-Ce-n4^3)$5ZC?;Ba9^
zFnb*w>@PPL$Lgaq6Emc}MjJys&X~N|fWfmJ8K?|ZiU?QO@hNkm(1@)YyG`(IOmU2A
zJjjcbJi;cTVvn_3CQDd8;1)3H7&%y2k?GEav3|kvaPhv%MWaT@qDnR7F0a`-P{=d7
zC;S0e3NEABs@A&<W*xObdYy}w5d7y-DP9+ZX~3jgTbn3N?1iWy2FaxrOI2On^l=-d
zN~g|%Mc*Kn3b+ZS3VD%SJidJvUrMI3J~767om8%uD%Bz>0eM&rgaMO*5U5gCTePC!
z_@ZVJAGgV1RLN2CC{pa<2i!<PTR54)h5(J{NrL^DA3(Z1RvYpk3oafO;_hy<!9?s&
zEmt9BqA<d3Ao#%4>b6?RKCq5J78L4GlNrchZmW~NKcB-Fgti@w06j|vL#)M^q8ZT(
zxq{njfnrKkAAWma9U-ru>dAo1O@Fu3!p_;psD-E6ZL{JB;FW_KL$YMxvzj=_WD}t<
zt1U+H{(P~JDKNP)F4FA4rrKsSFqk3p(aJqCFgQsNWT-)z6!}H~T!@C_W8>7SHwH(s
zPC<R=#{#kFg(XmL^%4dxnh{EX8i+=Y)&}Rsr-m4%`k|*bs)Z6;vXRCR?+~W7wS`5z
zXT$XdB6xEewH=L)93uSEDJUfZ%M?fA(9lqoAWoj072sdqz+fWgCZ_;tf;3rKSpld=
zH9T}vGK?e(?_FIT9v-qfrf-4h;!?ATt&u-MESKSjC?b1Z)=->K*n^D?kCS0!=%VBr
zn?2V0gY7Lqtm}&lXNL#7Yn#&})HlproMXD&ALy^K2V<zi_jr7GNZ&W<<MY!qq{-#E
zCT-fRzcyAkb~m^9EAaDgtl~apFTS)gJF~vfWYdL0ivCDsn6wHP7ruQ=Ungg05WVbX
z3wkjtFPIF13h9EQ=*h-Or{+91Gr32f4^Ngq7K)=cSoB(EevY}3U@Vi$cs;n~IqKRN
zZ@e^fL9zF^*=Mofjs!xaB~q!P&&|p!i-n9h58gjo@4aq68&}%ZX`0CJzKo>YcAC49
zm%%-UX@ITQDmc)@ueC*kgbPH<U;}i5-YbJvh46?u%>*fo=}RtA;os`)G-#Q{XyAg1
z+RF(PHBiRNn)Xzcs;{G!@MBMB4<$rA7xWBZVlh|^H`PfbJXO@wcM}B2W)c(xd(HST
zxjAU)!nVG?#yJ@YPAx6X^-^hPn-D;7yBXvpeSNscv_gA#2g_(&jwUs{i#A?{xJSG=
zJ%6yVJv%a4Ok@g)Y(F7Usu|o)8s)4?PFQ*fc*yoPjf%U0Nv%PNespnnYiX4~Qc0IE
z>N9<1qp|<?U;mHqr>{3|q<Mp0u-oPzC{Mn8{=4C79UdliycxKNk;qhIbY^6tImQ4s
zb8&p{pZ@Sa`qM=LMv+epR&xDWp)8jNI(;$d=_RU%=!oGMO_L*iV{S(*=!*Jm5sz~Q
z=wO4VbWJdD1t4N&=^@gogeI`tH$LpV^(iC@mhC)*@WZrx{K01*{HpcS55?`b4D!B+
z&r(bW>Xr0(qdYS~n=@+J0NekmiN@5#;M~k8wM4@hP%1#DqTF%3PAeB@H0Xq~4U4}-
z7i2zOD<sD2{lnGVK$(DiI?XP??@lMeDVS3sb0Y0cr-S8EdTMfLac+#v`RsUosFs_Z
z99+eMIX}L?wRClU08;++X!H8+{`tu^&isqh{Rh|QGn1pO6w%(fMZRDftMOO^9$Ffp
zzst_)@78CZyz|yu*zDhb_ucp3dymD}&;I0nWXC`I>Cb-gpa1;BU;g^$#~-(~v~VW@
zImlf!ok(MeXJq0q&fS1p^x@7njdchp_pkB)Kcq_g?Bd?D=g&`%_vjenzdU*J`1k}0
z>n?$TFJC-^J~TYQ$^ypG`0Ji=;Fd+of7u~a`zx5_QIUikVwpy!1lcz<np&wsUESK!
z()#KekBQef%0-p{IJ*E7u{s+W7;V&;yI_WoPO{yqSI9MhQDWg)&SUhdf-5g`yN^a0
zzWC<yH9#OP7xMx-KM+J}94O`o`<Z^TSh%s5aME{Ei$k_9nkeP+l#FBhAq)=e7j~9e
ztplKHQ7Yyq#(Y+rRjm%#tR@f>*zYwuhgN4&FjGlcWGQ-k5pj5qwS9hjZ+H8<-+y~?
zd2#*V!PWiy^UWrTs<KZaYU@Jy2Cu5>mAFkdb)Ohg5T!ycy-6>Xo8$^AijWu4@(c>K
zR;uLDhE1KRCP*L9YnPW!4r@q9ZV}TL>Mg1wA^OhNHctPn4p34UdnCPmMl$zOC9@N}
zZZ=(3VhAoLUj*E1W#r#<9v8HZ0wZLaJ~4JI_E$c;4X7_qR>mZ(lAQZF7C0?7>Yw;*
zMlIKfE)_|*EzYP1E0B$gi&59-W`!GMWVPu`K9`H*4DnU^3wX7{!o=pF!G}&6in9T5
zQ8EbPDaz)AQH}N`Gkwigl+bh(tvJq}jVu7wHluaAu8T;15Hhp$)(CXdd?}M3sShF@
zPA~<r1Iq&cLbuLMPE1dYPfs?+7N%w@h5kxE{I{WMfnuNra~(n<*TLKb9OYr=Z9GvU
zj8cOmqxA;Syh0|=+nXcCK)E(KGQQGW=8Hq7196aE#qkD7+gbinmVQHJ)@9V1k@1TF
z{u&!(hgM#kp5@cx$!9Rz-rA~GD#Adu&|GOQJh-~Le|^pRi>NPk*g%*Wu~={+fbvcz
z!3-K=gkQ|hF@UjgV%Xc>+-lBDlabut-Dl@~b$)U81VYW)#qrV3+B%S~b)fpo!1m?_
zs{^dd*moZv9PaNP4h;^|YY*9#TKoN-eg1*Rdk0&q8ym}OeDK8RM02*ezqP&ET-aG(
zJ3Bh!r7kQ8TkVOl3FO+9W)t4m)b#8(-~ArtQKLk}>*AJ39RQ<<$H5vC87{yc5*CMA
zp^hgZqGec8F&<%bM{2AOPS$E8cm?TMV6G<1j59Dud^i{+ID+^XqCY)Xj>Xa}{}Pb|
z(2sa5%ID8U<Ed~=0N{t>0PyLb^4gr0e2F(hI6y16i(K=_@F3De-<?~KAG8pIHENAe
z7Eke(RIirfOe42Qu#skMYJliA#m$Aqi_|l5U{MDKcoK;8T+2IewdgqXV2|wRfF8z0
zMD|3|E1?WaNd{7-v09N_f!-?=GARtX5G)Lb)sHJ)jUb5YUMXOZL9!?nKqu^a9WF1(
z5*#8ZZs2-EIzhNpO8dm!cObW7C&Tx}2}sf>q2_yiadl^9eY!E8kFhd{@(=G%WjV9B
zO(p<1ZZrRIt4+(sTNiX#q1+rFoIkv{zqQ04nJ8t7oO*JR2tbej`~UiXzMsC{pkd~X
zd#Mz^j5OxHc>Zc?c!cL2)uJI6P|(O&tua3~y*M$uFgdrmy!{Wq`^S;W04^N>3;pDm
z*kSp6`D}`=H;kZ_G`$sWq592@wiQjqLoSmd5wOl;KdKEZ&d*{{X;g(85sbAqg7k9H
z?VBHc^4q^o_?)z3!y^sYZEc@^{P8b;@#$}W)pqk^c~3ia!eOtaT8s@-R9|K-15sy)
zA9K?L^=iY7G6AfasZr{8v0%;5PtMHXVk(S|)Uz4r`woxWOzDcxWp>#FGz7pgf;_RH
zvzUQF6eEV0O9pG@R3;NH<`c14pjg0`RvRCwH0t?MG0_<8AEr4n8JwR*1*zeq!rQXk
zoH*EBIX>K6UumMd4G#|7x%ug5AAV3P=fC{&2?qG}<ppAfs5Z2alW=QqZF&2xw|?@@
z+dqBp-Jc;lzW*nG_NVXv)t~+Rmw)k>AO7lBOkW+hZgKzQi|Ml2fFfeLCc!saAKX}3
zBBFJ9c5<`_DB~KP@%ghy&z?Sc^!VvlUw{4h;k`%HnC)*I>~Ec(9>74`6MV?fi55qg
zv$6@H;cmEry@%L7ad^}Uj?(r1A}A+LwgW|kp~A%A;9#|m`-^kpa&uv6u}L=oa4@Jx
zyKCz-9XEys=I3U4@ZrnFW1mYzmZnCQrpDHwDv_oi6AG3Qv52LC$Y6U$^BsXT)W~62
zhxIx^3HBJ!y@D=xDFa3W;zR^z5yx%xM~uEW^Kp6?vZ-R4fOmo&7gG?f_?S0fQXx2Y
zv6XV`^<jt2NWqZC1n8bEmd9wK8oTe#9fI(bzpzW`x!pz}oizp7gNwVDkDoq0JUKo*
zIif-M)~7c={q5g={J}@JZnU(wwDz>N_ugp}w|6Rpo<|AhF?p{DQ+hAOC?aGF1QCtX
zY$w>Lk;(D2fb3R^v3beitnygF)1_0Yi8N}kib;_m^>(90r_d-R3fNra+!ay<HI9gV
z6k)THGJz5@SrULQlNsO=bV1^iM`y$-&2s5=3y%?;h0w&5N@2+Z(*ed7BNj#=yzywn
zK%dM8Ysd?2&H<OBoTt~FN#7L@vh-zx5nvz;`n-)wxx{20j3GpVrvRwM29Faxczp7b
znOKUa3C1==Nx&mS+p5J1!3h2?21x8@1+v8yFZ#T=-O-Y{esP6ivZDDBA3jM&J~=?7
z8lzUeh;qlog#b;L0i&Jp9n54nVGUOYXvyT=!mq(NVD3V&qlufg?$KI(82a20?x(u&
z21q1lCn^1zCd|mqflez7V6f<!(3n_82ZzXkmId9jL{S2(TJp8Xk=bO5H08=%lNxR|
zW3V7_$KjUet&Wc!9K`C%%JI<=DkOu`(lqZ|%7BI!XPaB=8}v3p1|zpZoMdyI_zcC|
zCmc6$b8#v>+9O{Bqkd}#zQitC;XIv0sGJ0ZONHW4eGtk7Kov%~yC>&IJ23a|9qjHO
z?-RZ}*uoY|g*L_6s~glFLET|CTUuB`%14)EON`t9^8A#I9HJ*qdzQpwBO{B=`Q81!
z=PzHbu5D_R8YsIOq9P^}<F{U;0|gNbK<M%!(EEMiM5@SbAsLDklbKq+AGbiczmiUJ
z7qz-<)*S5x5pFh4pN9$E6;Gy7wBdIJy^(B+FLgGb%2St`N~DONV*?9$Lw2hpEp!OP
zbBSyKV1+jj_6K3=8a3c1Y%%CGAzydv=aec^iKv8_+6ia{_ycDXDR~pQNJ_^Rffo&3
zS|IN%X3Skg9bv7=dZifHdYIf4eZaSSyE*_$K%e7Z=(Jkh7P}ZMeS4=~1v^F0!k_D1
zEfEQVYOd%IlDQUmTv!WibkYNNmCI@VV!dWoONlq4@oS{L><Mu^0<w^yje-LE|Ji%b
z-^TMi&+qx+aDdNY*Lz`i=Vo`}?(B5#imEE*Krv@A2PH<46mt?uF_U6YqH<Q1N>Zs}
zS9ecO+}-hv@9u%u_rNw_z-K=(?tC!d!@)Qhe*J3yiUN8dG-|4=C8|X7`}w{<@AvCH
zHYy%NQyyU5z$Y9V;%^gU|2Vat`x{&JLOD3^5n8qZt_pV$=rnRdjygGnJvp2`0L6@9
z81Ih`E)KVj)*GEtIu~*wlsTBb7Cqj7^LPK|+v)4Q8)@F72h5?FPvu`;UlSZ6_)p`W
z(`ezckc}pnlUbD5O0LwYcdkw^%bDb?WeOH3>WaV-pb-&Um(`3%lrYY$)k0R?PR9`8
z#~HgyJj@Pkt<^+t55vE9yW_z{aDNI;yTONjpMU&UKm0SJN|qo-?lfBU7zRc^{_*#J
z^5_5JgCBk$)Qna(zA*2IQg`aIl~KLwKw;hV5UsT^xGol#;=T2ioo%XgYip}5&We>4
zfuV>1RfB=JoXHj9Bg1{1+wgJ>QyLqcXL^<0tff=Xqyrp{;4jvxB}Tp6J5Nwkz2F13
zp|_coiKvIsi;r*+$~25hM>-i|(14p-EF}4;meaX(u#g3LkzvmH;D_J){-6E{iqqA_
zDM6_n%qP7aV5=do*E$7lNqgthPyU<#@*n@R|Mm}rk3af@fBHv%@TY(LPyWT9{Ief_
z|Ia`8iyu?xfqqT{ro(E+$bkuG#_q_*lf|VBdHHs;!SqFp3g6f1G5<R|J$-y~dh&!a
z?M;-i_VMA)lg9$_>-_9!cXvCVFW}k8CSw?+IY7Nwsa>#JJ@Ie|Ndy_eBQ!}_lHtW<
zc!4pDYx{B<9~a@qJPb+h?O=2npP1Yz*M<gw{r-4w8`n)bL0fkMWvz*!Kbe5|gufUg
zpWwQlpQSYt=MNwP_Lv(T5a0y}+w>s-6$kLIRp~slZXg3jje-IiY5_UTK_J5RVIx8o
zgGhx*sq)zD*kWOyvXqpI#GKK{J4|BK1L?#x?T(Gy2dp~6_K;(SLzyPurF05gh<IRR
z;MQ%mOoA$See+^x?_jx9q4sW+X-6i9zV-PhpWpeM6#RqFKKStVN1xpO=+l8a_xkVL
zeRSt8m_}S%5AQzUP!J7}uOBkPa!_dA4ObG$*aR$bjYLVqwMs03?SMi3?q|1g*R$YY
zni}i_Alc7nCTWO?Yn<O7gxVwtcraH5fI|2@0kvGscs5Dp_oM{-4YwAEAHvFyA<All
z<^&&a*6MIElui*+gZyuBJ7x(c0LyaNr!lw@x}>WM#f)fMz(=P5=~x#AFrf}|0JDvZ
ze}(P@))jpT2NC#-Ij58J4x8T`AOe#G>kG_qTJSKEaq$P->T?T#T{d4-spAUd!Ar--
z3)wVU4@=47GK~jm0hzlHU}eU3lIaV614lg}#8@P<w1n3$&1;|iDd7(83n*aowrM87
zVwxsc`r<7qj9X0ji{Y@xAN4NeVyWeHmN=w<lE^Mo^do?<P@JQY8U*<i_k~P8nJMzx
zP4n!fXls$n8e>>8mO$QaR?6%s1&DnrN%RtLAqzF&_Bi>Ej!(Y+`OmMPU1R!UrAIR(
z!WYgl{&1sG@31he)wsvtmhX0`gQO8+9WNI4cox<W!%h#6cbKDA*PC?^f*l<ATl{lF
zK#H-z=L2PUDYJBZbaJwP(y6xASsL!_Y;=H7bP7v_Vu3Av0h1f1eF`ZEIr5(f_1tV5
zb2+{!A!2m4wa$7vkzv2zs5i;iRO|Jd7cZNQ7BUV`s(ZISpHk9@VG&{%Hiwq@(c~nq
zJUm<k^(=a$Z)Tns5#y6qsh^wnfSUl0iV*7c%$tlxxl9f$&B2T|Ju9PX%Es(w0fw(p
zXxS?AWFvhH^#$v_)##WfJT>d!{oA59S&TOLY~+`?9Rm<UMx&Zmua;AmO{+D&_sQWw
zq&Xsuj7er4p(rMu0j)xzkxIlv4`ri+#2x{2O{p}JQPJ2V7+kpD=>WPj(D#{W^bwRf
ztx^d*mOCaUdE&qdiJUU-cMv};0%B|fXnObWJg_0YDV0_%EA%i<3Kq@Dp&>pq>qzO?
zAjAq7$BKy|Exp)kX0ZVb9$>owv8p9NS((HhiN}zs#iRWXCF3KIa!+@6s<}d#@zXZ#
zvdz%7ZP9A!u;3bkKSU^yl}Je$u-jFLCXNoS_BM~#>Yb%%5~IG$%JgNAc-{ZY|MWk9
zJAJ)J!_0g4P``Tpx|+>G8(poJxNUL8woh4H_Sr%rQ_1G*g;Jwf*=Vhu?;n-3scDOT
zVa^uC0XE|#c#cuPkCn?}0-s30+-Y@yb2Lv0)0f?1BpDP6U@oCnh^M{@hm3H0dT@`6
z)la_v-QkCK7k%7JoU~sUxzbFIv2eWe;a?5jLG<pk>LiO^XV44CG?0vVE2UJWlw7Ce
zEg39kqs2^gb)^iLYipxL>(C~h(sk^tB}(4fcs^=etuxe&csw(;>QbplKM2DJAo@_X
zyu?R36%2*kblll&S`)?^CCRsOlTM1r;-Zt)teu+%L^d^T)ng%>ahPc2an0NLJ_7!k
z1+SA$=yG<EVneWFw?6#IAOGPW;$*wIzI^lQ73J6D){D7i@`KD~Q9qPf-K~#4{KNn1
zAOG`z!srEV;t#*`Zu<JccmMP+fAGCee)^Mp^w>V=8yXmZVrbB@IWpsx;UppyR?O#t
z8Evk0uz5XseDVDGtLM*OUR*qR`TVNaT{$6gzqfr%<MzqXvzsfTm>>blg(dn3@MtBX
z(L^YW?FtS#v`N2bo@N**tQ=dcbwKdv5^<a@%S#0oCEWdq!SnOo;Pfh&+1+4`rh%nd
zF0LXbP!*g`az3Itq$7(!a%(IZ-LvIFhBYnia=<4$wR*_AfWeHDloC2}l+8*N8F0?#
z@Xljmq2~ysr=4saWKm8Nqgp?0HhQNmJO?o9Gkd5eCPC2iu4qtcxL<?Ga+>W1pb`Co
zD_$7Mh!Q?{L>7<f3riTLSzO$_;mbxvczuCALTR|Vxq+j!(rVGzGH~}HD@%l2cDu|`
zI8ttZ{3-p6_dmM@NsL?h1Xp-&_IK{xyLI<2{V5;c`t+wC^NR;}?vD-(ktHP6NZK7E
zJqj4Ndlo}t8h;)Q_4hr(tq0YCo)i|57+1(eg4+_0;bW1?L=wBvMqQQFWOLZ2krb#<
zq27+It7`^xi<Vak-vYl_N<c7)vm2VWvNxaAC^ZaV0BI2nnNAHF!%`|wn344*ND%7I
zi9>p3u?7g}@>vRkD2QRiGMOMgVZi1n0k8)*U~G6u2szT-uBXFE>!ERGidUa$N~OYh
zLj{sB;7z+}`j&~r%Z25jZ-Kri<UXoA0mZaBEoccuEh+S2J<Y#O#1cV2`g15q(Aj1u
zDx1$OC)i7d0+e4f%wzXrTJu3=H<)9<yCPv0%`hcMa1im}RZihcIut1+Q*a*8(DF+~
zq9t_n!0$pJV#mkxjenI-q|%Y-+De;UClSb8It7J{U`RfdW<L)7wUAk&y)hq;;dMVc
zJV?Z&)Z$?G`udx%kB^Vu(IE(fK;X)gLquL%&Mvdfr1ybmBfwQG`oxN<hTQ0^Zg2K#
zl`0KgynrsBKHcBPVBcC@X>{uJjxE+prQPkF*1M{DVb*##*R52Wt1GK?F+VvyeR6j8
z`24Kd1c64*82EjaC@?)o{LyX=yH|Cs(cE2U5-Xrc!=PYv%tLOD#n9jIza<j!S8raI
zie(xenR^j)7~nNBq3i%5o_Ml*)@9>DW-yb5Bu+ce58UF2EH0+vDerv1ZkadeZG_Iv
zaPz!=?pBcH^cq4J8oQ90rF#>e4~u?s<Wn>na4E)`p+(xVIsuyixo6P~6I;;R&1Npn
z%;CId!K}fhnRVI*`|gfCx(9JWHZckc0{}9tEz*u=gGMwuG&w#3&w^P<)PGMtGRSg}
zyfBVUNcDqvZw=hN#p_Bf$JKj}EjaN>F`*QGXL16qY+`6qHX$E*K&oX3e1w9W?$7{J
z9}EejT5W<ptyWQfO=OY}75LYQ5ruf1ySZw7l&?6;DMF#$@BoW>C>C@+VmwpAZvjI*
zIwTj3v(7Z>)YPxFYt3vd8TI<T_G!1(3FwCP3PeF8Zy-t~&<SQRjZ|#Wt0;gwJ$b&f
zaoVk+`6q)eP^)&Y-JS|~|BrwBzkNG>y>}zcd-Q-yq0n+{@x_yqgI<@U3_)+RRyS{-
zNre-oY@PwEmRsIf>7MNFmzT206k)G3ANS#JXI%lkk@_KqFltJ;eGA4-vw=O{lvcxL
z3d2%VxF%;Xf(CqUn^DKYvH$+95C8IqpZ@emo>|9&dmcgs|0F3-j;8<4$M-(|D~>e1
zY{cczCPJ=c*jp{eA^l(>2dCX>6l%-pLNPvS#mri(xY4bwc4~XOtPGk<sle_|ySLTa
z-fnNKRSyo<H#VEiMgcJXQZ|8Gq+Cp|cB}h)-L-D{@Ni>qpXhmxU(;a(yek<GghL)g
z2TJlZ3fMb%gT{?|kkJ^)41mn$W=s%w(8TiTP-4-=H9nV$5WfCL|KJ~BLO`MVm%sn*
zmtVYqfO>vH1yGNZC7+1+f$!LDEGR$t@eh9ZXWyY@=!bvK$9I1C-S7PP&%Vn5_VG{u
z;?^f0_T9ccJ~E_~%Yb3J?ZCztIB|&2!+zM_>T&Nr*gv_tyr#SI>d9ls6Q_rJPoJFA
z+k1Gh`wULm=>ccJQYOh}f;4?0x5QSELr36YPCFnrkwC<q1#p#jW_CKTo4A#;KY|F+
zZLe}|r$u<PRo`y6*6J(k%@!Ph<DKoIFin*hZ86NOHCGVInly95sqp&d%m%F5jCt&#
zP&JdGutjHxc)iQ16n2_`-;4ghWs|1_JFHkFOl=Kn2G1^bYDP89+GaF=A4<@aj$j?9
zn`jW+H$D(CeLX6PN~h8>639kG<5;$Ui!y}3RgjT4luRj9!}sq2#t(XfQwj|u8J4!A
z)00dtx3#;wzPaIcxyA-YM1!MXg4pwoF~5yXjy&vtaO)mw6<fKxpWgu)L8XhZE*u)g
zJTmkUUvYo`J=on3?|gdu&ZoEfZr#1}@n_uDM{(CrNCc+VgjgYwA&U(@=;uGjjgQA(
zC6P0vJ?eYNxyj^XGt%f}WCojc%#p96KF_GtW8mjoW4{AEjE$jh#>EWD9t5A*+>FbN
z$;a)Rhf<Eso-!GuneZe2NtQv(Ei@z3Ac>3#c50r$rhS?d6GATwBRKXZEmU+hdr1%w
zT!WY=v28P|G1{rbVj5+@#S2kWEj8bUfNPeLFU*(Rjj;M)RO7+3USu}58_h`B%Z1#*
z;lbD6d_|naVKgE)G5L_1;ZZHjQyoQe*2R;G7-NhA1Ul9IEEdyg$a0ZzA{_D0<3F(F
zV-e={Oqgdy5Z^vNs6xIVIK(_|0*nOehyfO9S6uG_*<gKHFIQ60IHdrEOs2H7gl@*@
zl?*LrqA~V&sVMl?BvKxo3tUO!Ay(l2kjwqf5`WaF*BHIJtKF>~7JZxic?N!R)r3cq
z;W(mwtym+y$P+#lO{}-OC|ckksN&k}tnP2^o}ZlU?(XyA+T7s3Mlb2aBVodc?FLg<
zZMCz;Z?1J#QP1%3V>F-|vR<iQJif@MmyQppI@+hWk*f)*0p>dXCeV*pSDJhkZZR9J
zmDPGfFywdnimUklS6eMsx2z^<G0W$3L}(boXpDmAK+_YOM2%EM(-Xc~{x(=O8Z`#I
zQu2vO8W2JYVMceMl+((h5M;02VxDDIC&r?YtB{@mrSg;jbPwSTnTr@P_2{J3y|eCs
zhZ0t5%41juc`{HBVVW{K9S%$(wAq?<I?^kiInR`qNoly%s4RHr`#$@4{Lwv?Xas4C
zn=#WDML+o71%o1tF(ocXP^<LN53-u%W9-pGK?Hjzm+9qFMl*yj5wKQ485@vI4AHd!
zVvdaPl**)48dR|E#zsbm`V}&;sgFo^5O_x(H!Gp}4J*f?{EeAG%}%n@AC`$mA=^ub
z2Q}hR&=^`dml^P46WrN^d?nk-u~C`8qZs8;Nk{ul8pY<??nZm7n9TVc({791WuaNa
zW@9*=6p@ZZ0TT*_CdUvE@n~A6)EDQ^daDPG<z_k*U-T@nrgYmJnUL?_|GWS5+v)2)
z8fM<Rhw5-R@)6(F$>H<M$DCrof^1qfRxU2)%jtYMlSBUM)>>#^E9DBWppeTR_B)ah
zcNjOQ&4_syKq6C_-Kg_Sn<+RUO5?Ozq3Cc|jYgu0Xe1t4#8V5;8B)x>&zM8LN9&Lm
z0eyasamQ%}zA^z+dEoYk19v_)$j9wdQkPSgj{5S+;7S>QPoh{5uwBh+u3cZ+TC38y
zT}VaS6`Zj|i88c%Y;;Qe{_b|?;^J_7v$3&SJ=g=i*x6Vo0FEA$A(U5GN_1CB=cm2X
z<IR)9jq}s($7frQ&vsrsJAHO}`0DxN%csW_Rs(T$%@Q0l8uV(L4IlumgCdPmBA1MC
zr19ajYF#ttG)c~Yhq%!{`iKAU<DY(j|K@mq>-iPY$XDk;PkS4Hx+=Ui<Ck%}xMvOA
zzdiEk9*wj_r@5v{$48Wtj0cY<`uj#6^!4ArPlcaQtSpi+nXrSvD<wz@$v7o+M=VFS
zb}pY>V&c7ddU<hrdP-93VE6I~eMV0O99eNG5cJa^4yh8GG&wc!N|gF>Vgi8>%(St%
z%RbHdxRjzDJw)R$Ua`Y{GGYy)TgVPTy69V9SuS#CEM{>(7jog~a)Q+)Cc7wc#atpq
zX=8yYH5j3r*kiXw{FHtQJyBjdO{QnVK5td{eq#)Osi=T}<D|e8#%&eVi)tHeEduXd
zE_m8G7tA^q0dg+9^pK-s0a{l`0X_;=c9w=}Ds{%mAr4Vf$dp2fA)qj9Y)oJ52T@=k
z#W7<TRoc-9xO_$Ud5%wx&n}+u_mW%6$`PU-0fWGrGBR-Y!QkBoV~++N+`0n?m99o~
z9@ZZd!;nw=C7>K14Kj2M(bjmkum9ddX0yKA_l2e8t-I)8eBA!@782Q=&+o895y0B_
zg+>(+lvweRzcAsWq2YLe8O{Vn+{`sc!gB#~Fnoz|a7Paw%0wczdz^YUla1;hvsSO1
zl(LIt70jLpSqv8$;vt7GHPaRY@nH*0C!qRz4Jmy2J9(J}y`JBs$O*F+7Hh^iZ1%Gj
z+cYc3DI@M6DEC;YZ91J!qChY-X#|l_iK3{}GMss*?Q>QO`H1DEEci0cYxY?%#6W-w
zv~!aQ@6>O9_gk7o1=sQ1ys%9M|KRpQw}|)_q7*f{m<CBVTe8s@Of9TX%bCoa)x?lb
zKx0-g*w{&ELggamiu5Xo51|N@2;zj<Sd{G~?(;U+ghZm<SV8y8CNtSYDx1ha6Q#qN
zY91jz84NA@g7g7l&c{f`51lASDjMPaCk-VyfOnJ;t4ubtv|R3O?I3kBA2EY*Rar{J
ztIGx2uKjcFbTol<29_VsAzJj&?)Kr%*8cYP!7e8G_V(Jw`2oGCtJ}Su<HHmF3F7`;
zda)xAz&3k(J3Ezfd8@Zmqj0U>q|Xbo{r(O%%To%53b|!rtb)o?sWvK&Mon;bwVSP6
zn)jk^yM~vthT4YtZFh5fb*0U|ex<@z7ncMZ|0r;bH($J=v5~e2gWh1X+SF2|pm9-1
zs1t@0WJ%T#bXW1hVW%Ki<&lEbJOO4wqq#jktA!>kdLYD1O|gXlMoO&$134a73)4G#
zDfDA<#P6O|cFcQ!|EVlma6L}<jCaAmKno@v^0Snc5Ps1cXB|$j&&S|Nu{xl8(ZB<A
zB$j+|9@y^jasxr8rjL~uokk;@7$dJ?P$PwnO2)?kI9PQmC==M@8OH8?{xPlauqi-8
zNXCXiN$6BS`^Sj=Lgr>U4&axh6?blc8-ow;LGg0Wv2D<sRVw%r)aGhLBPtQNiD8Xw
z66PvqE%-CYW#mLCbPx~s>lEU8DJ>cn%8$^#@PLV-Qh*v0k2y?w-t5_m<fG{TPB<)-
zHYfLj8IwVUj;D~p*TecnkCzVMDm+P(;ftG_t?qWK+|4W|Xlr7J4*C+N;eYt||L)uA
z>%ALk-lGTXn3z}!xX*X?pFh38WkFJD2G_mK8Vf`ViF_rqjP?cf>um2}W2GfnZJp+T
z+a6oQEbUB1QGtS(W9KYJDnnehDVKH1KBWfgTrHPKF0-3p6-n7MfETz({dYh8%kTf`
z(8K$b=#jwzN-z&SpFGwCbj@2M4?dBO+_z{Z-44BH*0hueuGaI_T%uW_;U}<^3U78`
z*e{}Yt+&Zr&B2-PG|Kp+z*u*h`JIi%{!VvyyS>wE93QOXjXyf1;sdl|q1jljmX>Pe
zrIqT^dMm%b)p&Bcb#b<Ha<G2$?BvzU^P8(9Dj=UdJvutzI@_R72r10zF#B1cknZzO
zFD|-Sv`$k*2Md4?i=LKR*bWAn=ttkh$@NE5O1ax%YnID@`<q{V`Rdux-Zlf$CSSZ<
zVTi)-go;iqXSDymXsDkJtN^FgtDIA6kJXs)x|iM^b1u7+9U1RV00y;U>8!=dmM|NO
zAs1jWIojR7dh+z<^6KTyv%T%@Gbj`6KMwcbJinyeB*Wq+p9}f|=mWquxz7eY9)3Du
zzb_eyaGOp9S^Z>ic>xMw-9tGs#Y{MgTg`U8%s^YnCz5N;dL@_J+1x2-3zc-10~84^
z0ja4_40@;-@Nt5ZVFUue?lOs^XATZPDH#faDCyLSkXw15CvGWhs@yJS2{KAN41NI)
zi=l#D7!)|Caf&Sf%S8Nls5;1B#EuX>jCwuBK#b^05ygcpGA8hc1m<Rla)6{@y-323
z3j+6d-Y{9B;m2l|!Q?<AHZFRs`<K^O7gtZ|Vt@%R9i3nRla7po${&9;pqLOGWfBex
z`r}4Nr(|-#N`w&6uQ>R0O8w-R_yI%LgMpF$A%-y|I98TyFdyB22zdMUXSW{SW6-*L
z@3UK<e()h2FueBz4=5tO_vuHUi$*6|I7-JR)KaOCc~q!Tz=YM_#AN^dJ_b3Wj$pEa
z3n3!|l2T2_BA7LnJkt&*_2xAG5S9dA&u$1jCLU>%-lSLRKsJF?Wf?v1u+#nn)|FPi
zchj2QH9HH9f#@g+7>q+=4r|9O<&Th!9q49e2Xm%gsSqwx1|vlV0Fv1oG7mf1s?5$0
z_4WB?=gBVP2=epwrYZB%lq;1d7Z)@ikv}7!h##IMeZWf%P=c=#Usz-aXBP6!LefhE
ze_+}XYPEv_)`j6fBpGEXhJ)XY-3v!n>K(HJPAp6C@WKLab{zE#By=z0ilmQXF%ZmU
zmKYn5$k0o<7hnm4Ax6)m@RTbqQ|HB#xk4FGE{_hJ0^#fO@H?>S2y|eHZ^7@X*O8hi
z{MkF$r{jURM=};;RO1g&6VIld%M1Roh|jyfwMixHO0CK^9~SFss{`z7bCsglCp_U9
zkj@W}wpQ2Z*WMuiy9xt;6}oD@R_kr{D3$<a+^kkl4`ER31G8US+hp}gT!qy<qgu66
zJ3Kh*w!5pXZndzy*=ir|>=Crw-QMl3_7aP6e53pgl(300X-1>%cITU){|wR=7cM#$
zC87zl-XNb;IBj!2S5TwWizY-`1>3t}6kv+iutl+0WP{8)o+khe2-pQf3yb_Fv=ghr
zI;GaJxWu4n)?t}2gBQWj!5xQ<KUPxW9`o}q9ADGWOWa;&Jj{fY`qJLbo{^?k6fGQ3
zwR&x9cgyFQCD}{cy%c+u2u*1O|JCFuz1ZVGO9XfqmnH>>;}K%EAi@~Wcuynzh`Ect
zc(5uHBZHW+n2Xrp6X|6-!aim+8Ksj_@fdK5VJ_*IJVhguDyiy&zx)woJXYSYhK;n;
zNhN^pO^Qk7_#oq-Rx)8wNbvtt2gZsPT!yf#9qwn|BfP~>M~y5`dx5kM-*sY?A&(N?
zQm))AHM0>K8|PefSvqE5uJS&kqhgyPClhM0g0EtRkH()j8NRw9@VM40cT%A^qt}et
z21#i-5&OUY!~gZ|^z|MMGw<C)Mf=M7y)5Exp5E|Yoe20b>|%jVhm-k4uAEtJl^fmK
z%F*^-vsk4bF6?#jE}RUxam5F*+Bm17XT!3aHtM`iGZqux2)Go7G0mnD0UTl^*v$q3
zhWzOMt&e{E!C(B@JJ$C!cP=Y=$r;?mCfRtuVythZ?<2i@#A%cVUDj0CU0RBivVmG5
z(W#f}#q>tIv{K1p_gZaNdaIR<c6p_gZIsw2W;-jzogU3=joppL?q+SRQ{3Oi>B>fO
z{b+x^+g|RrOXXsU)MO<eUtcL~v<v5l8!w-ofm*$~IQ-)E)!Ww>uWpW?UF;w2Z|=ff
zZI>JDD>E_D0@1J^_dp`*g>J!!gli+Wlypqn{0REKS<I$?^}Rp+qyPH9_|f;i%Sb?O
zZLhcf_T|;p6Sj}ro2!&A7VG6=6nzLbj}oRLZGHWH_wIi7=_j9k{2_&C;*kNancM@>
zHv+TMF^^j-kq{{wynWlQ)$!wiK~$mJw<WN++x7b1*4C3V9RBC<zF2>7E}WmhdE9L^
zal{vSE1q}GK}n?#-8Vaf`<Dt2KoCUgQj3vnB#LDV(+e5-l|~g|0#MT7;VIM#NRpr?
zPY;gJ!N|^+v$;|x%>jhvm=GCUBm6VS7s2^i%&7dU4D_e;(t;;IC2`2(reY=@@bTOr
zf5)aZ5eO_LQ<VCF_XL0Iva@CO(*x<SnAm(Vi(08-$G&AS=oK<R*2=MQ$uM?$txlx^
zq@a;1kWegYwT_-^AVb3w%vY=(VfsR$XY&XmRW6b&xP5F`Fso1s38#WvGaj3lZ(jfU
zw|`ryRG4R!li2k~Ozh_5G961pO!ZvY1@DK3>o7EX(a;FaE)Zb`jUM1U%ecSyo3WkL
z$w7S&3FV2C0KfYgqL|azHckw~oa|>fp<M_;?7_W<c!v8>%P{uee=wy2(8|n)CuJOo
z41gFuG12fim@ob|FjKJunxCeip7F*7B-3uU!+0<oOddC@KQ>F#kw|Qg1*HjYi8<u)
zNr-tO6`~O93;^&E);Nx>2BXjA1`!6!3nH0ZB7rg?6hx|2g2JZNCowj<T!>U4ym0JO
z)X0;QS2t`5DCoH8X|9C5&rxm_M&hY>B!=@{sQ!b=X0jlLFyvsTCzpzjnhr<jY|{a^
zCmp5dly2@&k$qyC%moT3=n^M*gvCGzhZx&Z^c-|E{$w(mV7}r+W$Vq8A-1qMZL;wT
zo>Gt^;Ghb~uV{jBA`?FITc=h-6RQ@A%>U5dB7PqmMsjETE0_|HCGdt3s--N6a7QL8
zC~3U1(DCZE>h{hy_^e)U3!FSuI+B$%P*eX+Nf2`#Pifqs^<ojX7^H|U!q?^oyZr6V
z&Etc^)1%YF?SsQDrX|Q+SmldkHc{cAOMrX@*itK(&W?{+LGEvDF;ngB9QHPM_jdMJ
zyEn=uIIca&_G|0woi6Mz=w~n`b~bQpcJoVY_F=0swzXj6GkOup1ZYhEW4qhExV%in
zVv@<pzvpNnaOsp&79&mOtk-NB6|F<+hxhyB5+#dfre+vlnEhs0K00`ZW`U=}F39ti
zIUi>}D?7?}s7wVkH%~*sjGb2{99=3zEoQoQNU_hrBQzN;i=jorvyAsN#|8ZWVIV9J
zj|8=<#4DD~VH6EO^%{TlfMRQ0_W-mRZ14&2D$~fsGSL`hE$PS*W72Tn1G7f2lPgAt
zhWJz9e02&5!_^p#U5_4+OhJnylgOP)iFU1L{ivdii)uLvDRExO$JjPnNUG#=*%-DD
zRw+t3YXTKR)c6QcdaZcOD2K{5W<YrpPttJ8DqkTIv6^(xyOOEQ5L)#8do;j1?b8_e
zq3&bFC)?Fq+pXj)`9wB2@AlyPg0Mj*Osiq~GOA@}t=y!No8(e}NCu4pM9|M)U3V(Y
z)mkUw5BcZ3=*fX;XDO5VkN@%i`F8qx??#&U=mB$c>=w(rYkN1>Z@9cW^ct7NIBT*b
z(7uv6pbm{<jVSKk1}66&Z{4YID94(?H$U$%FU&g^V9D6*K~5I-k5-($G6?4^pyD*!
z=I94moKjI9A?6M>c<-|xeCMAS)RR>6&hlPjrQA<GZR0pLis;q5{lP^4EsI`?qbM1g
ztrz0u9A&=lwI-*2q+4IwXfL-axq2zrX)M=q;A8q)DK<)}W<B5Qt+boVYwhypYGr%9
zy4PFT6Q-{^ez2qcRldF6MvW{Nw2D;3+im2}4!V0Awa3T3lY_PA*QdYx+n>LAae8yP
zcXNe}y~}^KvC-Vy+hpjWt7w0B9jR?&wX#Merd?U77dF>c3d`A*R<(`Xvz#{Q<Q9t-
zA9*AQ$HEMf`sK4HZ*DHZ2Vu%0j$SJk3dscVf4gZ4UVs3WHEQwN@}@R6LjMLf@6SK_
z$qzsL$&X-08#QvMfH2<4@rfSw`yAG6G)%t_QxL-yQTNlMqbFy_eBPHr1^5{muIJZR
ztBoqYELijy?Kn6X6KOn0sKoh<2Mm`loQYhDOj&eqZH4SANqm+pq}x`2dzFNoXpf8*
zZsB$ZTqLwimbEBioL{u7zyWBM%6MJCK*f<V0-@z(D(vxbl7dSr7m9Qlu$mF%j!1|j
zIWPy@&_{YJ76>y2P~(oH185S-SB+AN*omFVtep~q=VMrpB=|AVxW@YjDca@&uB8k}
zp;OD$3jFHS7s>$hN(`*v<O&r{*MlPrOPO?z6^2oRY^o;2M^bX=exG_`g5c|~{`xns
z-@g6jZ+=}|E{#1LvQ1f#yforT<pfHa2)frCt2$7oN;V~QEsWzF(@K@_yU?Aa6OysP
zF}^PP8)F`Ke4#Ul{f<}yePUv07<ehss>zWNGGeeD?%uk6=kwe5Zr{Ck8v@t>#35Kl
zYPsUk{YN7MBlmCLXNgHjfB0elz`X~oJNe+y^vupf6=Q7*#C{s|5?M5>)8`AAjb^vo
zLui=pdi?XTpuoJs+XHNY2?|ack`&uUBt%pWf#%A-3dSbTFrI%LZ(=U>Xa*uKMDIwg
zbVeG;krDZ4bA(*NSqx(n-X>$1MXQ^!;2E%^hrsf3Sgozr3UdmQB#TbGKnP8cUC^K^
z0$ne&6i@Nv#x%&jFGE43kZ%n^M**%vqY#!eL?`x=bTxuzrA-^56`>5gRmkgFN=D(;
zry~L;FyQkeV&yU^+8C437|)88YJJXTW6$0wmSD7k5z8eanb;yF3p|0t9v5~-Mt#T?
z8=W?wIi6o=cYGJ9rrCIe9|SSS4On&Syp#1Z$rPUx0zXUka9|;q$q4Jwe2$WOGMgK#
zYkNDpUAnmu&B_&65a-87Tt<#}_irvP9v>YFfUi;&hdeSJE-#u->7Jm)ySKRwPM?iG
zD@&O73~ZS8X<TCVLxtYyZEdWs)8Ab$752Axn7i7I*3rQ+XjWbwyS?4b)s3yqjchuz
zl+GrjNkXrk?%J!@ul-(+cw)@Vm?f8^m#XC0^_ZfWwDnGl*@*XaQjD%;F<KZLW&u!H
z=^gNqNA|hqGzvMt&r6AClo2StO3jQzY-e_cg4J36ia>ke9uyXiRur!pwSbcI*v&MC
zu)dg%F2>RH>4Sr_hbMtoD{tfg^I4X1r5U(;d+Z^d+Ctz3o;-dkA{%<Sj8_OR2|T)p
zS^Ulf!1?h>UN3m&!Q%taW;T<KkMa1KD#h3kX|GVL0Qh5UW7SA-hJ+K39OymBQ-eYZ
zI@n~K^7`BWY50K}l-#yN{42qi#ke&xsFjQw<RZQBA<-#h%=RR9c}O$U)A{`JI8&dL
zJCR%^#l|I?932x44^62RJDc0J<!UC9@B!9v&Uu}4ZW}KO0~i_Bj#CObfolq3fxAvA
z#h6duKEK{*c3S0n#1{;Cf^!y!&td1*`JevN|N9;t<=;Nk_wH}t_rL#r571_7=hgEs
zv=X(2f?$Jw&TNf%gFJi7OM>>bR&SjEfM4Chw+TC)0=S6Z?VYt_nh)ULwc5aCW3~^u
zXDxaS_q#|WLKrBWj93jCTs314?+@R<_3@AY?4zH2Zvh9SQ4Oe*VlShfw-l$A9*f}z
zL-#(BjrLjfvar`tOf9UGxdkU0#Z)o1SX+vev*FEdC7%qfHA=m9jSFfem#XFC-9`>w
z3!SRnENrfpnUQvTt-W4*x7Ru0HoLX5zr$Vt_+h0{PA+F7xx@m4+~HPpXT8e5IzH&W
zygvH+)#I;Uojt$Yd47GcyVau1vA0<#0!4@tpV-;)HYTx?qYYX|Hdbr<y;g6nj=}8l
zId=Dxo$bzQ8_sBSrIANlE9Mdan*flapPe1<!oy$hG=MIyx7wL#90wHr<9TQjwKBU9
zq5sgVg$RHqMkc8L!QFdzK6`NQGv-w+b$x(X`ySBr>YsCA7ooCebG^sA3OkXL!-Fee
zufQS6$*)rTD<HL7RZf{aSZ^Hrpv7r4#sJ14LYW=X#7e!EPbb$`DxGSsl#W%XaeOC&
zRhMhKTL&C8t1L|m8T$3sTDVp)<Y#*8ZJL8H=TNcTsZ?Mi;J$&l?wm4~=-ms2W{rkY
z78~9=Wihaua@oAVF_@lVJrr12bUM&QT><!xhN*0VE@q!#ly%Qz+!dM)dA}5ig`LaT
z2o5_E@;IZ68ZC{zgtIs%6cWG)O7ZBJOeB>~g3rQkJ7v+BOmZ~_uu`$;o}1GXSDlbT
z23CxZ0nFD*;LNMr?e?oL-n@AI8cG^R!?ck=myS9f-td|0nEHrGB1z#uL%JbgsF+lk
zHAYyGj5mBOwOAn=6ORv$;vC~}!BGzZRWvdJ8Nfbe#6vYcNVD+3!#nqQYy%G;TFhn&
zxcTWp86w&x6=T^Ey5h(BiAkdN-tD^$*W!VA6b`@O(it5b#BimQU=o{~7#u?!U;`NP
zEbwZ;`bFJzIK)KZ06S)%GGm7K&dv!mT2_HxKZhuwu%+Y@=4uLz5d8>{vNqy_u>>H1
zRv{&H%w+PeSyIV-MdXu^BRdznLB|h*C?&lrT(TDC=3%7MID@K2K9PtVNx`GzV_F6A
zVNE+60Iv{^u-3Cc#FQ2C(JWu1_b@@-kJ}BQ3$7{84XW6MNMk$}psR*ttrL;WwCE2o
zm{GF2NdA!@z0Zy4iU*7!Mm!qgvj8x`5Jf6SD6uM6Scy_ZO@##vx;h^HWVBtY)Qcsy
z_9<59URMO;RxHXiNbVAvN_4@Gw8fYQCyhO0oBnHFxZ7JRtu_Yu<y<};PY6-XXe^aT
zfJnhKpH0UJ5p1q@4|evzP+;6TJ3ghuk=d!TT;>UXw6k+@cDlE_N0yOC1zwf0jS=he
z@e?5S)pGf8e-EC_?w0TY@{498toW^Z18mFI`sT&i<K2y|-s&3a^bV`ajm=Zc{HyEy
zx9crlq1;j`OmP_RiMn7{gTa4wb%`+pjSJu~5;5CtoKdW;`Jt21V5mln5{)7>iKbL)
z{DIWC1zdis-sqk4fVF2v!j>*T;e?kHnx~fHdaZ`)M~%Zqu_FOSb1a<p%r97sWG78*
zHZdi7XED=eh`~leY>Pv<b}<96Yo4ZX3Uj8}L|+A6Y=ntGtxgW~%K&O&lh9zN60(OD
zy_$C?awelAgDQnWGB&D~NW>G9B4)Hl4<Ydn^$&6(VoQkDDnx3DLkgT0xlYa{3PZ0R
z>lZ1K8RE5CsX-+{k1`sj5-f=+h9z8K(3;g!qf)Aw6fu24A`<2<naH3NoA`Z=0>2}e
zJF@m#6@~Iri%v5+I>de!C%#IeoE#e$jgF8yIXygSmTK5G{Im1)RxHfS;7AlCZgg*j
zOs|le)Eb}`$ZIfHx!t^a_M%g1G>f(9LO3ul7+J$E7gyB({Gb27_wGRd_5r_Ne*?MX
z@@9Ac?Tasr3Y`~jkXlJEJevZ-N9A|q>TZ4IWbbsZw@<B}f8IfSZqbMDi<8*CFgN3!
z#SdkM#yMxDhse`yBfT$kr-V<fz&Sbc=;5u8?tSu;AAR?q%0wf;Ks~dTfXm7WK`RQ&
z7g8<bgZGE~KE?DEoHL~Y(}lQuV+E>bwq0fQ8DEO{tGQ^snBbpVol>Kaqz|Zt%#n*@
zT*7$YZB`f_P^ea0g`KVT=6Z8=wZ<<FcDiRLz0I{6Uj0TfUd)CferKna+1seIyX>vk
z9v`j0x;%LM{QQe&N3X7TUq0Kve7tk8-Psl_WS!kDm|CsV!_BiJ`1V|WR}OYN7iYpS
zw!hmxKiz!w{Os(wcPuP7X&B*=EN`vXc~l&WR8e0&Iez~1xLIDtwMFC{lsB!xTsA>+
zTwR_YA8vKql{&RNY<GMZt+lM0aE2K*GCXqJbtfJ@8t&@@*u^<T8SZMEwEGG|0Y2f)
z&8=P!Fytn6kk4-}_n8Ip9oOqb>C^F~YkHPI0DgFy_!eCANE35bM`|%t0@#&`G)qv*
zvk~%-p#|JK?Rtw`7)Jw~{Qd3qwMJt(l_@X1t0a!cvHkRV+ngOqGFM(VULCj-jw$1E
zD(Q7v7p5IFvt#sPt`h=rZZBx5TE38t$3lSxc%Gcga6u{h#G%2CgIh2~Avi<m&edt5
ztC<Pbq1fovEHoxLZkQ8b@372@EG$UJM4kYrKv=(77juYNZ;^>)CPI)CGRe^R$iqST
zxR}Kmq$#NH^hK&f64Br=*-|zjc7vHS_xk49S3m#e*~{lF7O=svvb4X8<TK&mOGom;
zrBBe_10so~jS}m=j<F4O3sW&*F7T=*wI2E_y?YE@WFFC)B%@>CSh0$6GGYmnO^}oa
z`A8M~UHtY~yi7WZ6lE%<o(4JDBnOm8@Q*!s^oY(QsX)T#V{C93e?I3UFmtDc!Y%vc
zFxwmjQ{r&nL(G12R4*}lDJY4sa?S?ky})Uy52mI(6-%;~<@$qGMkNjPix}Xsw-Io|
zNRNcbU_Yf(3%~#z^g09VFHU6qJR~JC22cdX^2n+;jL-!$H0qn5vl{e#25bWe+SN*h
zikY`xeMR+iI+OLx&(o|8IRtMNeX1dsmm;A=IL_8AK!Hsl2>$`G3$QM1hkCV2$OQ03
zBmfI=hV3UNL&Py6t~>+d(Fl8R!ZGD6tw7YUC)fk>j4EUWHy3jq*My}+thAH@#1IQC
zQ0$J<wchG-TcI_wm`<d_LH32@E1BgOz}SQ`;K3r}NdmqMXIF2FlI`y99-Bk-rR;KU
z8UGk$719LcAJOZ=Auu(md@_E(f^v6nrPgdUI{P~UaCNP_cCded2Mn(l)e=`%SI=L)
zJUzo8ws)|zi&l2DcVN~}@q@0G=xVG#IX|a;l~)@K<m01bev?OXw6}k<x4*Zs-L1E(
zIMfnRlr93*41qZL8Oe}{>(vINFS-C|+n{42o5}9)@8OG8F%L}X(NyWlniw6Kfs3os
zQO=H+k1wheO9<^6RVpR~tz7CyWwbb*mTC9gJjTu`4T)OdzzWBdu>Qj~Y0_z&{G3%9
zJ;+rp(0p_-A4_W9Mt}kltO$_AArXS*i)fUQ{q+n3I5R(4TD#dSpPVe@l2quTZjC<b
zV|@;jq3`xBBrGNBv3Qa(9;4Lc1O?e}?ZB4eOdApl+j-i!##F4p@nR`d6tKdO7c?uS
z0+1nM)WpCerYXX|QyL@0M-6wO;d_e7Q3LM<64~7RTqX_RmnJ*48$`B>T5Y*t08>cy
za<N`M$&6$~-jay9fCPgJ@EcXqNm}jDby3?`ArNdqrp5*~IXX;=XQRCi>?<R<And*w
zVeL8%abikuW%()vG$Eyu6$d`7d(iq`m+$)WWvkSz<f_qy2*e4ma~iuT0_L}C$M<WJ
zc^@CGZ$8xP?*8oc8@3@ZAK8XmH2SDNl#izYB$l!{Fj{B(XFKb=m_o{F#HbinP8Tdl
zBa!x5h6fx5o*8QUrYMwM&SfCaw^x>D>_(+%L^N=B^wH;^eei>ifARyg9$JH0(0ONR
zFH_IhOe*oXQ7Ie6kbmc6y>uw%vn3WBOkedvXuX+l6tin6N@3qhG1jics<}|7lG<1)
zFqn~r1o*JtDL2chmCDjqx6vprbsNj?2=KhEmYPC3vibOI|M+0Dn5A<hP%VU)lD<kV
zLOODDwa(OZez<vkzW@B{^p{^hdwX+makBpW>A}g~#!4l>wMt2D`*^?i<m`Z4<mHpS
z$0u8u^S^j;esg{D^KV{$@#^C0@$TcJjTbkk%wWuEhdZ6#TJ`jxx0H;Sr?jtbo_zW0
zDJ?~tt1FbmZLWhSCB_wmEXx|^=IR7E>-FWy(f-C-yINR^Wq~3E-7}Ucr-^q7Eqc!A
z!w0?@8uz03TUML(MzMezfczz(x!2aWds`>R1Ru999-qL(hnkB9mxj$0rgSevnhXpV
z3PuXZgv;-C%n-(3aL)-=>O>4eI8}@k3U_J^EHOxAjY_%KZ7oG(yVMR>8%qg1_i0Fy
zta74(1%SClTEG(t>e8sJ%|;^m1ht)>1&=T2_qC7)GRX|d1jjUp1GoY78Ns?|3_u}4
zpLr)!%tIz2{D{F@13}^)DuI*}oFWl@B2o$YDeUx93N_=6o)Eo~fTWc(h<`gJ*Vt53
z(!mLxn6#k5rZ+Kh@g7Uu6-K>Ariq4=MvYD*l|gb4l!{vI^_OqI`1&j2XmitUz61jp
z2LzN<I;=Gk3C9`Jlz4bdFIC_`W8=w@fp>TK;luF(lJ(fk)T8|a#JgDVVf`YXNa;2M
z5_1=cexi;*@4=GOmv#5E+Yo%glK}M+jbJw(2iI-XS|k(fVsO7aWT{7PQ7KUYx}-da
zZwLE|Xaq+0gow}C-w$bj=w0EFWMo_@JfaO;G$}m1u?Z-wp*gp5g7}+*;2{eplirN{
zg?)~UEwTgFdiIzgRq6HCsi@gP6Ht2QW?@8N?qco8-x8;!(_|&Oi1nT1+F)NF?k`3!
z?8+<(LHseKA!mhy3)|b<Kl{ZmdRtrQA?zGMTfmbq!J+qi*-b+|rL%?~cVxj&CK`7Z
zy;M|LLG(hw)~j{Na73u0G#Q)a5*IgAJIdE-8Kd!#feK|To62_EYhc7WjaIExC(_8%
zgMliajB!a3@bdXWt+0&hg`kAFD;)_JP_F=_RH}YA*AO_XY`5|7`+4Tf+RRXE=BAz9
zZU==4Is|6;e2%_I-nFO+kMMM5x&xG&PNZ@PB8L^W>aa}?c6S+{c6-}+v?#njIXv9o
z-o-hO@A2{D$1h*Me*XLg7J3$lu(^<S*}ZOU^p5rq+56+V+yt{K?Ca}$+xwYBlG;iX
zFhKX6dTXP-wzJXO+uDYK4@?YYnsjg>n{U=vI_<SevBEngggpw{3b`Dt42#Jmo)klF
zfX}97u`X<n<ywuwZo?<9C)1&msk|W9JPWf9LXi__Q;WWkTqJ|pVuiM=749|o86b$_
z0Az9_us}N`*;KL-Tr@0GMuxFzo0VYHyp6K;X|$#pvlS{Ut4VS(K(pPmD60rcc8Apl
zix>1-JmME5+P*s|^7z<?A3l&zjA6MK;xH4`DNc;Re;B8DaolD!;PqmXQi>+Daxp+K
ze67;)VbaPv35BXe26(Q{(xU{9n?FB3JTax78hY4|QcV`ppx1F7gZhHtnuy2f0iQ$r
z!;Ym_@lU*724W*hT%O>+MiIowk1Q^R!BbFf28IGH&ZrYw>$rEw2ttmJ@P9G+n{>LJ
z)%AM5NW%i77g9W(K@6XeD9joaN1J+5s+G!lbr@B0#rRNkG5PrH#ad&HyFSZtoQ>qQ
z7u_=iD88M(-p6_7{d&yN#q?Tp<JVt(Ii-UJPl2z-ZFj`{p+YQON@bxCY&2F5dV3dV
zPw9mTdY#p5IN_gPn3?v^%<`(YnLrFVLT;zWY2Dk}OedrDS|Q+ZswHFG`Nf0x?tl6h
z2w#)K{Wxh^?o$m3t8?CAnYUX(@QDWp25#TF_sNG!(O}4JDP=>;nLx9YXjOCTyh|1f
z?P9u-kJNIZ?QW@*2{p^fZZqGhFL!H&)n;LDv$nh0#F^i!LQ5#tOG~W=_?=R{oZatr
z4jEM%#jW*bDHkhd7jp@3qnw6ZvD@qJY_|5dyEhldzx?{;-~8hB+vjIDkN0*rS_fOJ
zUF52KX02HQCjZ6TS2x$kU?iTL^qyTDyu3bPaC-Ut$(L`gpI;qcJ=uNn?BvPW&e87L
zIUtLDjAZ9;Utjy(m|hls@zv`WS7+BxPOyHp>J_l1ymLV0P)?3tK0f-*ufKl%^6Jft
z%hxZSvM23eVhj5+(Lj39Zw0tMF;4L%_8SaY?|ko-DmxdSn++ih?P|UN5VBD&vWbLs
zzedv!*vI7}V-Ioxj%#|5yR9~6T83xLIYA<9!9}6DI2PydB6Wq`g_dE)txk>Fms~lQ
z2kHf*Ddt}|-rhz%03qe`cv$q{n1M$@-aj-yAEUI0BpM$6aD?1gt+qmlGD+awVUM}p
z%|Zo4NirN;^kYq#$9O~T6}kmCP^L2O>8O9qLK2ZkP2rkK&459D4`V|=JJvaO&>N7B
z(?W#=ILZ-&?;W9xu?kF(MNQbrpcsRZs9<Y=m5chM)=Fc>=^PsxOQ&-C`v(}ws6?R)
z4}8<f*%{<j3}9}TPdp}4Nfo5VG%Bsj;WXghSF1@QvaLW;GpluMNEoybZMYP()?^N3
ztH=Px48!GJBc$v#(s2>lf1qB*DFc^xp)wl^>nO0IN8)iHtK9uzVZfCXK_}uN4LusX
zfA20#SFZNp!p4UvN2WknL9@*KtjnMmhB^j0gI0^~!Iz+Ud}3f20Yox3Mych<!vV2K
zGCDNOcVyQaXDl|{=1#kv5*hb2ITgAas0AEHD+~EUT<FmiofZoVCO)B2r=3S2(Xn$>
zvo>X^#PP~c1St;)0P+Z$A?_EmR!!y<;Q5>b)R-~CGY7hFckSuZr|h%HA(jgH4ER&>
zgFInkF`;8Ukz`#9whP!uaDF~WT+?CCWecuZw|mY94iqhs<_jEaq+%%>3b+ug5X$nH
z1_NGyz`uZ8hU7)V^;(;kY=!JCIIj}!_Qg=)9bF&l7p}!pj>u$~+6AGBBb{L?!)6aO
zEEWVS=7)C?bO}c!{0oXH`5fJDw_K#EyM(v}VU_8t!45JH>6EG;O#VXLvQ-B@v;O4q
z69zCckGrf6L9piYn``S&Sud_{VBdQ3<l^-gZ=c<~czSV(h7ax@d_=3(WQ|DRvD<9*
z=p*W^_SUx!_l_tVDsw%d#WI<t>1%hhM?-ygrM<NVIgdWcm3pN{8`0Y8W~0$!`l=Ue
zlpignQZ$37Q`z0UeUHmM1_;h>(Fp52G2s}e10b<$d}It<3_c|;BN*vtVVF!$`(5*(
zMHXB>5OB0Ks>BMD)=2Zz49i2M+CT5*d22IF%~%a{02m#1)EkN|Sk9s?3nP{ZNKTT_
zD_IPt`dDC*jXy&;+NsmxaL>9m3S}aluGUKi7T7TG?%h^N$1!>#5YdvrlZQ@utpxr9
z3@&1iD#_3Ymm1vlxC$|A;g}?EMZFpq0Md>leSJK;G%}S+PW`u)*%B3+7rs(DiA*OS
zC&oBQDZET7C7W9+*Q1Lt*%o21=%iA(69%R)rNpFW`VzW<Fu>uHN5QVv8kDTtj9M7@
zYBX^XR!oduN)Q&q{SVc08G;xwucIwY!R2^h(c=WPGROYW!*|J+Q=^8iZD2PlSCY^)
zXq57a;l*I|$@#1HJ5xp~9D8T2u>@!Bbgq3neZ60k%=`FgyUljHSo`Y5GtAnvPQm)P
zFz*U`139W5Ge9Tu-D+)nZS(cZFFKu0AV7NE<)5|$=4W_M!2M`38G%J|i!P*+OaX~#
zXgL?3cbYiW6yt*mTwfpk;HN+Q&YaDFML!m#P;rK%WZE)inNnE|Ix;f%KmGLHM<1Fs
z;>d!78L70i$RtuJB)Blc2I`hG-Ey{`i?@nta(CT2f$mBdyLT$GQcYw1Vw={3a#&kl
zZ^H#8*}dFbZ*FfwgWu?_)@kHHk7`w*Y(wF8w`;jZCC@Ch-mbm4K7Vm_a`|}gx4(M(
z<;%;9qutZ}t-aoAbve7)ZS+<t(%pLc1aVB5ub!N2-#k6JzBqb$bN=<)>z}=S_Um7M
z@#PoSub!VjJ=?*<|ML3uo3CEHeE#_D7qI8gje6}`yY)Z*>)*e*p~hkZ3=#TVIadJe
zinGo&ZU0yQ{onrLtCw$IUjF(QU(pn_zrFh8801zt9rgx2bDWPuckdu}bsBtU!1EJe
zf+|bQUHM`rQ!kZSy+YG!HOk#~T_CK2wM`~i2WP@zB8Tq`(uftlNB|gSB$tG(7zg)+
zmQ`9_&ZRS;ML6%)nnFYiwJMiL7c$vev6u{mio6TQh%ovY@G2aEv}eZQ#)ja1aY~kR
zOJ<FR#AmzRU8H0=hASw{7X>;*9yA#U#sdLJkA6TC2xWHa59|Pl@ZqzFgiyrtE3&|}
zZex;>ilk)vu&>*uI5q6J+*v7#$Js?1K{NoSP6Y!Xt%x_8G*hIjRFhKA>>Mjj5Tiut
zIc{j#<IXOf5Vuy^E6o*$#ll2XESBhF+T7Z?xVnyo6M7|%eU;Th&clKS%qWu)kW`3e
zu*4}wq}N+2k}0IXi?l+}QYY|B(dgK-Fq2GiHmFpbTs%BxB+ek{sY3(9_kn<Y@@XcM
z!ZDAW_4j}#lsX2v;r<cIk+I)Dx_=)hKPMrQ*TmT5q=;a>cz%|S)ETWpX%PmnF=)dq
z4Z)XjfcD`f8=qjIi8BqOK65FyWlUw*%+TBr6~=~#fje=XUvzuHQ{cb{wkZ*bX$*#_
z#JNL`(x{`(&y5<!U`A*WLtW7C(QAadBAjvt9j~}4uo&=;uv>e1{ZcWbGq{{iyoH%m
z8WaY2)kUwLMK%xsSaFyJ0qSOnY^0Zx;RItp2RcnpARQRmBY_3TSMBz?6L6Wufw}^z
zl|RV_oM}Je4=yD#6mYY+q)`Z^i~9$055^(fS&O7Xf&pmo+yY>m@GK?bQO++x^+)mo
zR*Ywi(F;k9HStQR1ok8r;7K?GxHY;E;M*i(3~avu!ot6>LZeU}+dI!#Zedj-C`|r>
zHWiIi1j)8>Yhw#^#u=4ed;4S(_qKKqclLpI5qo6w4g_qi(|Pv%`I|4le){zC7zEhS
z;n~T_<;7EMT#RRE&dW<&cD9+;5XxTNJm>R}WTYzM_}~O!1@wtdlPh4E0c@?k9t|Zi
z@H0%ZuZMPqe76*j6D0uC0ph;iXzlFoF&80(%Ecmu0Ck_l5<hKoTg^`3f@qSAvTT-t
z+#tYWQ)HBNnt0XdG)h<^K(};^7MR3%j%n2<n`s(5x?Uy20fLu-fU4JFS#-M~Av4)Q
zne)5-YME@>f<=UEkQtLZ<}pN0ID7oiVP$(go|`wX&z_u%SdZVng<(WCJ|Z6<R!@%8
znoU3kREtI|@aI*;5+y7Il|nq3knix|=)gnq*dXS76|bzxNux%^0!1SRi#kGSsogS-
zfy<!M!J_fa+T0E+GPT=gacDIVX(lEn(!6iPW0+E?-9qe|;szuan^cpa?jYVX+Oafb
z@j7jHG@4Da=uCiov(kw%3A<5+5GsLALn?>B3+xU&374mbR6WM=49?8^XXY`Z&RIzW
zE14^4A2X>z+(?nl^h{rqW0`p7?BEjESF5~2FQj*xc!Qmt<<ZXex6{}AIM2LakNNuS
zq_LEJ`}|p>Mzvsvy9R3ls@5plE@$$kH0!_m_S*WhtLHnr`_*cN7kGqoeNM<Ndf1x#
zpiekq*#U?qMi&V96Y<DAz#;L_#KX_~KKb#-Kl+pYJ0Ha0WzRS;obbV+!^ub0A1oN5
zr@rqlbY+cfoRtQU)mkCeEGC;k)iYs+k?K-dkhvO#%~ol(R#<`DwUpTIaIFRAkjBKs
z%58nMUS5u~{=?<IO^e$~rQIw-{W{pe#I<s=zXfzY5txs79hGd99Rog)X1Q<;ZsNt+
z&E)~})#Kyco68dxmsn6Xx&W&?d%e!(`PQ?G?ThpMi}S;av;D*EPIo1La<KaIFRxxc
zJH5F+`^7hJ-oCzidbSO%;^p-jzy9*g)i+<i_?zE+v(sBgXSjKK{&)ZSch^tO+O_g(
zv&wdl(*y_uaOSPG_P_f5ufKl#3_||XCnx8}+t-ixPaqFfa+yTbKBXDEe}~ftvkJA3
z>39T}GKLun>`3U>$`ygI-6ZH(Uc=Sj=?L*gat?kEUMxl_GG8#Uaj>)Q$t2<wc(cvH
zZycxUH&0Y6CqM@1%L5^vE6|P<_JUnXF{Cx{<HS;|jaVwRYE|AvY177iQ!P>;PAzgA
zu(@~Ik>?hlOon_O`kb<H!BLY#CRtcmtyZf`85+F<UV4_Z+^pGo;XEP72b<ljr}D-!
z$J`@qz7#CQP)OMH!9>NBPSTSlAOLnQ^*EgbDuqHZXEt-AXTE~Kz~lplblT?BDpi20
zDC4FPo3$slWD0#=zkUTpe06p0>Gk!&@$t_7extb}8JWQOPl{x6c+8+A12QHV0bwMP
zj7u<U@o8B{{(TdrKtL6Vks2@|lk2BH(NDfC8fUFB_}~%kJWO9q7xX}};(2)gA>c1i
zlmVZIrlH}7158RpBN@XGxPY=gy4MGui0_dIn{cGa)H5?~twxV!i|<;1ek)YCRybZE
zZyR*fI8JF*8XP;oA;9VL!2@FuC5(xCpAXiQ(38OI3sF!8xp9$ec8=rEZne(Ov3b<;
zsW_ylDpt$MzD@BUtp)>U7F{j)VgMo;wCaG6cA0`z&JBpT8GnaPvxT1#VM(vcMe9&J
z5}{cDj98-tovIWh!4V3R)FVh3bO$585FrjUI9kSVc9Fk>P2qL9yWLgJan3&W+Hg*=
zC$a2fK1Zs;WduEy-(exX;F+gN5-%36r;tC`tf8uco>;;{kH(u^WD?7>*(3`IG6Fvp
zu}Z98i(b;Ti6TLd#V~P?IsxKfz-ct_)J32D`&ce2E8`-h7#=h1)<&rY^%R#HVFWDr
zXlq-m>)RU}rF;%j1PR2$-GkG^)6)ZN0rX|>Lh)ky+S%?syLtA@-~9E}^<}G72j@k3
z_rV?vK&TXln7cOCH=DHvbwYe9l&*uVEh;V0#3%rw-e{%SqTHQr=1L6)#a0ExV6KSJ
zN5yR{9H#Cz5?r7X5)|;_VyxL(1I~((k2xIemvADwt98mW?PNnZ!-$0fjN+=4h{uM8
z$u{DFOh@7lvxDX!$Sy#j<q|ySIvh=rV9YRO)$8coM5<NM(rz}eaI`|zo41-5v4}Zr
z?_MvnI4y}+IOy=USokNk2$Y*3gmO#5Gv;#5fAfo<6PUjJ>8B5F-xduGVz~z+4@*ud
z8pkt_{hmS}02H!`5$Oct@35Tzi)2PBW>Um^9VjrRoVYSiWwlA8B)T{`IKZfH)CtHg
zqsjo2Ie;HQBcHSC{7!>taA4ME!5kS+#7I<l=bc>qdBcJ61tS>u7t@zO&R5CjW}JBB
zz(zal^g&ql3f?6q4NxPrO0!O3CkZe@`f?mDHp3Ve{)^)y@?r!SeKT`D=QP2bIl=dZ
z(o1HC_ZcaENPv^?@MU8JaxYIFuQfLtg?iK*gug+4KR9bWKivOz`g*@6nfLM0qRX%3
zm)^eol3qF92YB*h^{nIy%Lx>xQnOG39=Nx;^X%yrneIB?QAmc7MMkMyHqEi>_j^LV
zd0wQ{*HW8HpoyzDwn(jbP&O>A9slYF|J<OM2orSH;k#xjg7j^j1;?zBa-hmE89ch(
zcjqIEUJ_fFuI6La0uFh6P{Cfe(k!Moo4_T?;13c(cVNyM7sPi<I_TcrSXpnEF@n^}
z1sb<Ey5)^_m2@|@jKkf{qrHv2t(DC#BT8w%x0;DAF#hFZ{u*BWW(ix@_C^O={@YjQ
z&!6r+zdXEtdW5yUUdlic+uNY8Z3Q;N(N^o?c=P4;<5$m~zPviy2EEZ-28{pJ>kEXn
zFJ4~#@|(Bp7O&3tt{?Ay_4?|~%Zs0VarMiuUwrlE*{^=_<#HxYmiu4+?ytXm^Xdry
zSEIsU$on(W6ZRPXHh%Xv-~9G(fAP)F-hBDR^ViQWZY~ZFdu=M8D#bk2Ys2?$5%b^e
zZPMHVqY?uQL`vTOcQ&_}yNEin(8MtYjEjgC2OQ)jEHtT5khKD2HddeL`3ru36d?T^
zwT#95QeJ>(CeuuA#asb@J7(j9y+cHjh}V-0!x;BcZII98kUKzDqSq1X&&H!rF%$7L
z2vrtInAPWP=4v*%#Ao+;{5WRg@s&z-);5iJg})j_g5@$28LJ}CG}TQSMi+x-ihqXv
zL6F@nP&nePI`ES33|A9kOt3sKoWL5nl4Th?L2OHOL7FvFa7oxP!D+M@EC@B?kuf}4
z*iP~p0qZpKU@#Gd=~QAGxwz!{xq0!FqqB8*e3V_vV8oJ+aCerH<kgC0Cb@E&2*CI_
zeMWkfj@2h4AGB?3^JoYd>6vN}-@u45E^2v~mPpZ;2vU(pd*>^r@J>gL0LT)23A{SM
zTES3&|AJ``{tG$;%SW_`{)Z3m-MWK^nc+}62ERf|$WbX%EGz`oY88qHp)<Y~5L))I
z#N;u;(W%XUj%X$q%TNe0ckvZ<YCUyDOk$uaVC-Wp9(wqQ$EjDS7zmmA?tlI{HbVAC
zY;5>znX_1N>5~s-0K*RLMwiA9#&%_tc4I)7;|3jdNHR3H1=oxpRvOF-IAB^WmEXvf
ztE;OwH_s3iSrfzfMTr8x3_*(w1@T85TmZ*Vt0)phkimbIh(tIN`2^-EoY9js6*7b2
z?Pv7^xE_5h3{N$c!s89I3m;cJya->E+#)|araRV}Yy%mSV2croOa#373@{43WYoQc
z5y=z5#g%0;yg??kMyY}&4ASp%Dh`M#vEX;x;Z(TEm9V}nvq2PUxrB1<OcInB2Fvhr
zHc25`IN+`==UP>|Fgm0bx3*~0>Ta&X`#OSa*Xyjq=fy|~gX{QspS;Ge{^oCf{>xt+
zAMU?+cD1v$yT5mQw9h-k$>|~fPf|7~{ByO_#r?G|Aoy@bkS4&-*2XnQ+hcSwQp)qf
zq)oDuj;BESqxA_a*)+tPg78-wSXf?O-rU-4G@6rS2IX=X^>a2SHayfA7ZE*+6@&<@
zd9sl75Me4;DRd4%Y91eKRR*v*yUS*ohD^efhi7skk}&FozHHu5d5zdi4zOUvU>7~a
zC0zJ;gYH@ME}n`^Up}A5%<f#LbJ__JYa{+eW-#s=(+(TB=F6)~nPlS5=bzlW^(km*
zDoA)*D}{C*DN8`LWCAE2%SX4xEFT|b?P!_OPFtv5921WceiU2vT9Ut{ak*BIkwh^j
z1p|G8!gtJ&CXIE*JUweNswRi6289t!3>!?PS|t@H6X8TGNG#W+QVJLf#iWCoN+<jp
zyVtbUSgn?tD|LSCP-Km2qRr^i3JV$LiBX<;LW!hQ0%o7!rEGGz-KecWEL<ujgVBZA
zc}6dyWV1|PP%q^87C?s4orLL&+ZSbF6I-p?Igsuu$d!7GJlXUN)0f|2eD?VC+v)3l
zoM+yz$D9m$SMr57uYXy}mwA1WQPE4qYc(3G3(e(vJy%|9bWe5;UtV2eZS8c{sJ)HR
zCE~E=v#E3nKB!QZ?X+1?`xD_HrO6!7T44v%$4>F?$3Ond@BQ(D(>8B4OoLyZneoAw
zv|H`KM<<E%Lu&z+{AvHaPb`|TY<Q+wN>-N>xeS1JG`CzK8EP!2JC$5H8=o=hV!qk+
zX7Tay=E9tbqy6NNyJvxY-u7zacyHrqXC2elR+pixj^%!(mfPNJZLP2DZglc--pt+U
zu!oy-uS+VtO{($c^62qN@74A3(RTaQ&H0nl-Q8Y$rIOji1R$8os&r=4KJ@zf$;+pQ
z&mQkER>5L@%&c{>cX6`)_7%;G`!6ofUS6HPxIBFG;_O#HyZQR{#m`<{ynT6r`|IZF
zjEDiM-2eV>|JQH6dc*#a06Vi27Ikb(I;C_u8~eNe;dj6L?|$|5n;R_pHy8U)jyAT}
znlyo%RI;Iax5#aQaKzY*Tvg7YDfuyIac5`2fnkQjsF+UEZ5<a%VM6H`SfnJE=VWjZ
zr9JHT;GT(4g}k_!MCrl+yp*GVKnR+JFr)^SlgW0q#$ks;hIJu%e||roDJ%<q>MZ8!
zR5%I)AMMMDtxM240w^k68{JOFaxw-A0FoHT3eh&yITn}mSduJO&P`m_9;XwQLeTBE
z=%$z!974j;<Z;e2cu=OJkt$tIl2#}%f(Rxgs-zNtjZ%r6Q3M}2rY{}McQO_0JTBBU
z5NQ-@kQ5XTQB*`kk-B6cW;1pMHr4vt8r#P6$B&Ua^h!+#i;>3-zeuZ6(^I_Q@#4-x
zx#GQ-FGTp=qUAkXN-U92&f<@qBcRuyTkz+jMc@hsM~^dvw4+)k*!~%WSl@uDhuDuU
zhbl!a6eSMK5}$qi$(>I>L#$BX+!-egHr^*R6MfD))oL`b-vnHyl94?`&9f;aV!p>k
z?*c`Z{3lqypr_i+R$c^vFQya>gj%XFQ7T|=Vx(u?!v>Z#B?5z>tpPyl9}vtlSenIX
zci_MWgvkHcMBnW@_dmbQU(T%Ag0cs`LnyP8%5dDFGxKfo$Qf(V&9q8>p?sHrWLc?V
zUcyepV9d9Vxcc>%UxGGe55>5^;xDlnCchu>`5=Xcg3Q|9WMmP^6#dpSgT^(7@P!-A
z%4XI<m_miDod^YS!Xu6m)<9Qb;$n;^27;T5@q?#dX&E~fzOPjrgNbkyM;WD!v4sV%
z-O5abSmbxP0sDu6%ke~Fdl*A*1#MAa$j73;0Ib$#F0!dw@WFH?X<cNQAB&<s#iB7v
zf8f{c?(VI1+UZDufOf3{Y#Ax5(y7<r65m{1Ld>H(6~8_8sN1WnTkE~Ele1OcH@3H4
zzIpTNi??5X{WU0KoM1<Lhulq&ymq&?sD_~Vku@cqR%m_A28ETC7D_Mt<z$?kFWCLl
zlar10UWs8aTYv!8ZZs)c+FswlL<iptmu3~+Ig?sS#q0G3T>;}G;|RiPiNayBLjkl1
zSXHx(r5>ZST&_{c=7lzpS>&s^nQ5=rOQwO@2CJS{ITZ~juoUu>b=vIka?x)g;!acb
zs59_d!`sP=nuRPs2z0P{n}dA1ja8;zhj48(3X}<6JE=$#G2Bmq#GIX0*qi6ih(5AF
z9C~nf=)r9bcL`b=M~C%NIevSs41d?SS*4H-4;v{2C)<dw#mi5E>1xzWeGl0gsJ~W9
zhg8sn_%4`_Y&icd7GN5<v=ozS&y3ro*FpkjWsh0WVK!T)bnLiM`-$ZOz&FSwMy156
zm5>ksOr(=fgaW>Hdu0*hpv#5lpO=Stq#r>H-UW~u{A0YdF>%3wrNoUI$j%BY;LdUi
z?JE@GCdGQ)WOCv<fEg&GUqg-AUM~}4EwiZPsB-7Kt0(xx$}12jz!);E`J9f>wB_})
zr{7Lr@7E;rK0eyoQnHa-diDHExaE{gJGkLXCW@&ffjG#f^?dFBXYakA8_)Ce&VS|3
zb$2dHyYlR$ote(;W;5rAMC6<!0T6*8h@3%05+n%b9GV>`?T&V(J!>snvafV<IG1#`
z&vv<NtK_P4m3~m&>)X12qN`@BYpS=qNrE8o{k}i%=XqWaEeuE9y*D>ko9(UYMs001
z8pBy@*C)6jf|sJKQL6}tqP2|%K5euEyTyRMGWhVzuYUHEkN&~m`|^{YuEBHR9j=sv
z-NtfH+L7NVi609@%l_w2z8dL&s1}dM{KhKfMsc<-t6f%9F@JK^pNR(xi2z$Ku;$5#
zXQ!EcdA;|`Z?0I@C!;Hy8--dv)hcJV8|8y-oaAXHG4@w%n)Y`$&yIE&$&PwE$w(mN
zwxF5i;wyCkvKidJ{^MR<7@}TX-d-G>9&Eq5K15sGsuvIeG3uWk?Zddfxi~%8Y3y$n
z4m$bU^PP6HbbPe^?(PVw5hvK$e*5+H@tfO|*EdHDU@tEBUS93JIPbo=+-H`1d3(OU
z)4($N!*^f*#sBr^+r-ez6k61iYoI2BJZ}u2ukX(Pk3aoK-@m>6?&}wqXS**h_Kv!Z
zVsdq6sDHTcQK!`eB#AhPg%=YE1p8%&h4>*7As8;w_t^wN$SgO+R4hW{wT;%c_gWAA
zKKP&UOUG6M@Bx^<5QF#u8DL-{l&q~MB2jJx9D66mr-_nf5o+*PF9!wAQ;@tQ27bKL
zNt$9vBf)RP7sQASCdgs)u=gU~$ej_{1;&>`CfBJI#Ft9x+-`dlXYYITlYtXG;Vk^^
znCD^a@LwgQiTQbwP!lxbK6_48B4yBM6NLUK?%{3%1Ppx8*x)ciA$^zPIT1lWj{kTu
zIML(ZAP=%MHz!+|Pp49lPN2<E0ZF)$(qrlxzxvsyGvwK^%_!6y0hm&l<(@x#j$?{E
zASx#(eLVB<NKqI8*Q0V`2F8Mgt~WL?1StzC4fSvlJ!qa`k9kYHIK?A}_$siNrpLzl
zmq6@kgk%5%gOJIjmt@ij9`o=hRYbJX^*wlkC5&bkrV&h8NJv(rU8~R{xniGoK)h6F
zWfBGEF+@UYyZHtIMY7|X8Jh<A#l{14nNF*Qo&>#oba0pw?Y|qq*f0pPj#Ng?%hVWy
zSsz?|<}p-GJY&p(Pabg7>?1P34UYa4kg9lx2oCW0SsQXw=DX%w;0dP=hOPl>iRLgr
z3xBHydFr(yBBLg=6*E)gi1(iD89OT?82J>LkrW_h-tiIYfZQIMZj@q%)j7Y{OYIS3
zBs)ER?rxi%+DedLKuCbzlf7lU$4U<DHyT)pMWd+{&0pn8smzj%7>L(t7x>J)p1t0%
z+k?R#+&$hi8cw~CFLY{lI5DAq2&bf$v>+O#(`bx%y?}1`fqLC6lVG1{Ya2B_Cx&+H
zTWIkVN`lAVYSY$G>+b9_H37=IJUQKNHFAkKo8%oVgUv=YTR1;FJLr*v+#&Gz;_l_y
z<u&uy;qKni-u}hu*?w<duyqkI$rd}U?fu<7jQ6|U-e!Yxh$aRwtoxih1jwGpi+0IS
zx7lp-_NkW2uwD@Yh#qIK#=&j{!s4M26D*=RnMxA#gWQhV2wa8Duv{X=vIr`kMIzi(
zJqRv<B9cYB)eIW~QZeT>v_(Wi!nO-Dg!>q(2}zM7)<bJyB-6??UL#mhEu>a<-ALHW
zz5wu5{=M);nYWY*okZd`Xrq2NtTqRZFN?(nn$=A0ff_al^|3g~`tJRF?D?aC$M=@#
z<`7Wx!*aS=#Zrc=xzS-25f8Sr!{abc<rwPer=a0z8hSi}_%H<%bhtC#tK>_>Z#nFM
zf?Rgk!2(b5BA<c0M-*4YTZx+n@h;TB`H6`j%g@jXG%&-GK<($1WY)^4n+%8i08~hO
z5U3z-kNr<2m00!coS#jPkD<L{kP}wc6XWw^!|cAs2aqzCszrFYcv&++r{8U`QT6yf
z9i~8<$Dfbm5g<Rm=y_bkHa0bWwB0=J0C8-9_jU=PFoQ*<v1^p?UcLBn`uY&(nGfqR
zLwU-r#$R5)e0hCiP|7vpIfqUO#j4kA)bmw(s#}%D+5X|1>#If`Ur)~GvY{5ZEt(Ak
z!BiyRHhb+lB7K=;(!b0dd|9VnBJlX|vw!&2$3OY>r+<I&$pf!N&ngB#B(H6ki9Eal
zR*#AskFd9XHr)SUf%o|0bi`-Ou6eWTl)Hrri7+Gv9P*)MTV~Z~RtYWMYb%beTK2`|
z!JC&CFzshY2CA6^xQPk_SgineVXw0R5OuqWeK*qGtex$XM%)BBANIM?A)pw?0#LOh
zSoh1B)zgFK<?+tjyR-A7&g<)g?_Zr>pX`+L@%?UNyIDFr*n0s0=;HKvzkPAiIo)p_
z?QS&6iPQc1@ot6v+v}U-%Y)6A7YE0^CP<2_i{8tdqwDkD<?;62#Xe@R*Due1`R%RU
zpvLI+um0>$uFek|8x_PyPR<NP0INaH#v*|~`R%X2fA`{t@8ACL!@HwiYrBzeRx<eF
z=w`Y+KL#rS780X;XxWuZA+&lRAo1Y|F6{v{!C1AB!}r2z7i*b=vKXy_h#U$Ox<lCO
zj;%mXv~Vw@>zob(ZU=a8h?3#pf~6S@!p4u4(@8-X3gFrE<#YJELTnxgTCTvVcl+@I
ztwkW2o6(o~B$1U>4zMe3KO}apw5!p0wc3FF2Dg(t3W`-G8g-lLfz|;-(8-Y-RP@ck
zDHTo6GIG<nL{38}!~wlE1GgHm#?#S$N)v~<i~~4j(ZpQDk(!+tl|T-o6*QJ+Nkbx1
zNvX=BgbFsU-jJX0t8fQLHT(3ZANd0zo7KkXr9o<&oMeloU6PMHeM(SKEr(62LM3Fw
zLkyqxZ?rsy7DgTVyOG*ie_^oaD>5KqxyQVO!Hj>*!(gq1stEDPh+9UXU^50~V)VTZ
zIPe5O?h`sxFov-%0~~?c$Xe|A<G!K3XPn0|ae)pXrHC+u-bzS|Ri2)zADvaS$V@a3
z)Rd(nw^S08sF|QpIn$6~Ap|FrO1-`yo=SsC2f$6X$Qof0;J;RlWMo*JUqtUCr^#}H
zZQ=0HD0kS2(J_i?KL6wsYKRB=p0Mr%RyI322Cft7hkhb}lL)>79()Q?(=;(OR2Zgc
zvUP$4ys%(qAA&h~aglWj1G#{FkFNRMK0J6vjgGV|Xa)2~Mhk{3T-;2m2;4}<C}NMk
zdNe;Z?{jzpkl{?65y0SknB`WMLo`y68NoRQk{1pGOG}*Ua3^r)8`WGEJXjV}(I^Kr
z$|%UG;dv08VIeH{t7IEd(!C}#_Chu^;2HwZ^-UJ1$%^lb^9B3QLb1eokYbH&nwxHp
zlLa{Xa;d`C>M{?t+S~6b5Zx_E5L;v|$*>@%9}BdW?on^==KP#>*2Vc5S;*e*-q+uK
ze{y<G2nHwS@zF`Q(>v-N?L!lz=e~n_+1%NJ115}K*%Ym3HHZ`BV#r1A?Hy#2>+JVX
z8%e~p8cnR3D}m+BCaFp4B=D0)*&On=<&;Cen^+_w)4|XMwu`_lKSB1HB%Kk0F>aX+
zCMzrvNL<1z!~p#RUx8VxVXWfv2}zaEl18Cs8V9g2!=hEj)<?ujnJNcdd@dXB8a0zL
zQYPjDwG0cO1f+w@WWsz!<v}PQR5IBuW^(Sx7G4MMDe3Xa0lM_lhYzMk26zoEOb+p>
zXGfmTkBul6M3~hn=R%r?az8UMVK-VyxeEA{f#I?K=cCV`GTT5BW-N!hrI4_knot0h
zSX`8gMN~a5EiQtKfgWR)tLdj8s73IKxe;b8FC?1KISUx&N{d>7Q4*dF=Nj7D%T=g|
zCBlh-{u#vyEpntG=g8S(WcWE-x3R$ily#bkAg=<H!03=oBud#L%hHH9!1P7g5Z|?)
zy`O{?H~flmUi<`p6$`BIW>^L9G+U=TJI&%oI<mHmlSZTAlxNYXzyIdzAE&PmYm)g8
zAMM%USvHowJUQR*?tn~G&d=(k(q)UKo=&w(8ynejvsiy|dinM3?Iym{N+pR`BaA+-
z$Rr}odeN#^aN=l|65Qxn>A=9Jn0|WX+2E5eo_zK3@BRJ1M}R+I(^<HKE=kO4HBHU*
z*b#F>!&;oB%JoVAqp!yLpQt6Xv4A-lvNQ@|l8>oXf0b}zK9OAy)${8xC_`>Dz*Qg;
zpd`R>y?JqJRxUP+DVAjQN&yDNMkxiwwB0CgH7U{sRb2z6g<pNMUJkk}#8?70eJo(d
zS4Q1VtDI^S*Y-PA7F6(8_cn9K-3l5a?)q)P_qDNEuj2Rk9%{tRA=|dQ>;0qM`r%IP
z<<;TU=?=-qMmcr5*Sb8~`TEuQ_2us6W$*lyP1?o9QRif@aj;YU`qe3ag`XcvEoF*-
z^oQSXx2jlBHc15})(}QKP8%cW@qXu5-@p0g_iw)c?)7i}@E6Ai+ogPxX`uh%m+g90
zn7+2!rF<H07|o2ObOI<P4VyF$L=ar!Yj6tvIC2~|W+Y@^ngsps<z=TZq`B~jm^lJ_
zAdW}qvDN8F?gyQASd;<ZN-k5Vmx~Z5a3fbsB~0eg$SM*Exp=S5$(?aMmW+m?z*j>)
z57x0|rx{ixc~~$bKsZUfqW{nq=eFBX8_5H33FX#V%VfxRW9LQ|A>o)>jdCgDL+C_c
zBgbcexP_aS3c~s6>B*rX)?a@o3u<MGzIzXlCYgC8i|B3SFh+s%=w!<A{z2-27G@T3
zr%wzHQD=!sjg1h&NqVul`vbRkyPP<+Sh5l6Vh=+o3~(cselQM<PaKmMrfG5<Awi~B
z$ca+UO%sxupPQIum%@-nxg@JF&hn%SAqzp=f;^^CYBVZ1<ietCd|;6LBkm^g!UFVr
z)Ru?$?tSt3&&eUec3_*t0M>W^!Tm43WKl--&%)d+`wKi-8nuBh%_a?osz$EUYcWO{
zXy<{9YN8UrU<6H%-OKNGlP@q4jb~vclA82p>fDWLoI7ZTQi5r~Y)!BPlxj9k%wvp;
z7;LcBL#)JZ{N(-voLz#rIXy{}=)Es~{@|;xSU)3Q@(ghA1ItMyO<?j5Jl83}SWY5(
zvihSaS=il;jv;a}3Q|D81{<fJ(4+42n~heZ&PYCyjm@%~<{<RGU_4B5V}#fR@q9L)
zyatwF)=rD;COi8*<W4_sLytE|_|@hBM~_7x6^x4m69|PnTLP1zQp!-zkQa1ww-fct
zPT}lIxR}n7&RGqtV6!LT>(c9&tu~8V?J}7e?3qrHvq@0WYQ(nIXQ67`R;iZRjX=7C
zBf;cTBi@KsxV>AWwV_(0=en`60hf5c+ilibFuPdTQW%7e*l9I(Hd}|iZL&s(`}^>|
zuCH%?^GCnExT3|rdwOvE`sJI><_;fnd3MHokTRxLV-vUppAbqIZu}N-ntYxCuLRd3
zUx4}oCm&2J#{127dljl)E(?1iwz5*pl|m~KVf4cHwVrZ0oJ{6g;<^(P8q$qRs)@02
z%@T*!DWLQ~LJ0Qa12pP|YIR<*HY50Y!_4G3XARC)W(~2~MVr+^GozR~)cHjrJ)zcE
zwI&V@E;HJhhG&LQ1`bA$j4XBOc2qCPA#`B|K#$|cflTjpxY%$yZDz`u*fJd)?rAle
zfoJ{qzxZr)fXw6b>EY+hHlz!AwQC5$5LX!*TAZ1}W6vI&KOY`=Cg%SxF5rR3DhZsQ
zZ7t<T%!PB)lk=>9CnmA4NoJ|EhDX6E#wbGspPh%&%s0s5Zhmf>Ff76-pODu-&Utox
za1lX~vFYN)gQE|g|FRR`Fewu3XN;*Mq!wv1nwgrQDusGGf+Pr;TA=@vLu5;9g$e-;
zR;j#r2+0b-Rjr;@S<)}`NCLIMdynb@{fu+mc6)!f*{S7<&~p5sXmxsCiXM~k4}SIQ
zAE&Pmai00G9`ohdWhRz>bNdRy3Fj|laRduquE}6zt4h6LwUMuaRruxGciUUtO0|~F
zrc3!0vrr+M*gM$qy66rz7c*(DuyK~!WX=h|PlGLb^yrI^e)oU<pR`L0UbEIreWaS=
zV9Ma|f(mXE-hD*>hWj25_C10r1B1z9)09)o#keOM^HIo{Pezha9~WrS+N5As+@^HQ
z-zaA&gg)NixjEfm58BsOT(x2X+<m>U-rh*JFqG75oApYgn(u5@+l^u&lOW!hA##Lc
zpX8(0TFFLB>6J{(yH!atP2u<g8PO=l7_MGio?HR;YSw$5O&F#}`@QQk#Ke7U`Gg#=
zj<-+tHh=lu>$~fdlY{NstJD4Mdbe5l?(M~^o4vO$PrrS0`}Xz>_3-?-LviHw>DI;3
z)|<OC?DyCk{@FkIgV(ngomQQm;X*o*!F(SM+VQAcjac;m;Md>(;`=v<l>(u)U58D|
z?yFg=TwI)T<;N{UixAk=cnB!88v$Z&dWsV+6iN=%R)Y>R^I9a#4?^JEn=E{8<dtQw
z3!peI3!sYB<xw0I13&IVcUTFpP#;5OXC$@~DV0hT9&0qpY=-R_l`$SV4%S!KTa5<k
zbyC=Vht19O<+6D!=Jim}rq@K5Sy{M=xVmh1sy`iiZI!H~k29>>XR*4BW^M<_d<)Yv
z?8I0+V%VU}Q7e(Ek@FU0G`>B5@`ODSz07#7NU38Ep(}(LiTx65oayl?wolNmWOFnx
z=(to8&GUQwl<c5R8eytSq;{(vo4R;W`sVGs)ku`gzRhTMSu7mPQDh*Xn)O!ds@b_g
zdYqr02a&>2o!Mi0SopL{fPW@u@Ga{V3hrDG;ECkp_qH49<W+;tMx;X=1VqV_VQzAk
zu?L4d6AmtYsA3FY1ATpu?%n5mWRuqS;1Q(_kM2DLZcl;?t&<xo?<N|zp)r8jpBbH+
zADg1s8Uz`)BQ!@+1{R~48Io=SjF1`?{wo>7C))$8Uw|N()~M%ZM8r`~0#0ZES7;Zf
zrg?6;8;WK{gaSmQ116`DXi<WAY_Kf=U_x<W*9UoQbYOV&`Oy8(zn~m^Vt5F==ltx<
zaQ`z{VKb9cN;#~58Tk*G6*7q=n@TOaJrF{ewboYSr9#naqRNMa4K`1}^--w!%%xCG
zptI)FIj{!&W0&2@Y`{uHJhRA(kF+d$B|dqkN(z$v9+$wLve|{I>s(<iC^)#-8YR}&
z*<!KsLI-3+OXT+NUf8L%_&Ua@U>II2f@2!&gm)Qq02_=Iw-?ygdMHe^)`_r2+m2DU
z7V?9AtJmrv_Z!vnc5Cxw|0tJCVWNNz0WtM(?~pp7`bMR*$>_C1<`IO~cDsd6x!>!a
zQJLE5v|H`#i}US9^Tmt1KmOA{xx0H!D6&<l9qu3Rc6L!4dpjJgPSGx*Nzf6QOC_qM
z92FO|x|6k}0y3S>wwrBgjOrB_t%Y2=z(?gl^d;8GC<*MbM5<H(AXbmAMC}#_emTY`
z23K}31XUM7PfScO`tqufi1@Jzxg`EnMW8_>VaqD~&{2megqFfZ(ct3}%udrY8nudU
zP^aDM2kAl}aDLt@U>IRK%=?`n73EZUdMqYZM!d#Qfq89*JZ?fUuxhdAF;3&nbJ>`%
zwODvbnxd8C*nNEe9%fw8Bxj$Ik!Oz=r^W%gvam8?qMu=LBvpzT{^?eL*u~F%La{hY
ziq=5)Dk%?<l-DZJMO0LYSi)GZkw|#iQRm9L$?04+8`z?|Y-St&Pm5N^Y)Qc=;YS>V
zdiobs3Z^e47&dHL4oXs~azO;)nQ8+iu#Jgv_Tf1Hm3(=jJB*QU9PR{-reZ3D7U%G^
zWa7zM9``Px3%A>(=i7HcTb0X=G@8jI5G|wvGmvHt?Dw-=WcK%O+SN@E)5&NI@g3Ja
z>aELY{LLT!=Ev#l!<uA1#7DatOyuMFuV1{TC|1NfTFR1n(W=&FR}+omMm3vn6v`kO
zzIpk&R%^izkFTy$7Z~%~qd`}t#2Vj4fH7Zac-_uiiuH_x{L94i$I_{xCtrT@v)}#S
zELw1pOT4*kIxVzS7RW%VEqdJjB1E63_wGG=^nm`nh1qe+SF-EDh})P9yV_;G`r76O
ztciFs<Tl8;p3we~EdZjYNkRxD*25mNRVO>xD%Xq2S}s&h2Uvn3k22fP`?J-|g0<f$
zCabyR>aru~(BlP9gxs}!jJd0tiS9H@y-t<nBLPMXVA$Pvp|EZ>&ySBUPnp50NDfEc
z=FMsM>a6?j)y37x&g<I~@{DK4y`#OYH!m(;T^-$=?p&SW1Uq?ov43}dfDMdo*wqQ>
zFa*ll<x%_9)d9;o!p^y5?4SRW-+cY%RjpbjrByBGqANbU?EDp7EkFG5_3Kxc7iarj
zAZ6JUVYCNde6qf}a&dlic6zkS;k~y@l8Z@ZZ3Q*Z&sms2eaP>{AkBXPd_iag1VLE_
zsZex^OkAK`0=V@84sckBqf)_%cbKIH(AOZ!A)$WOZx+W|ESAlz=L<PJGhiixo@God
zn12}9xbNoIqJ=d;unyEWctJpW;2W$Gcy!n?NMk=^u^)1KBDiC17Kg>mrxivod_hw3
zbTTB5u-^x&aq!7w$;70J9^oYo4LeL+Ko8hfA(hIwqRvwuGD+Nz5dtL+Py;dw0~P;F
zJT>LEv4P=utkP>(s~I6N0a${A4zIG&Y+}fL`T*r?22V1FeUgllIWamjS`4xdUu9+l
zTh}laEWGQW!P$3>4-8Q!1V>AVSWZj}EqF@`L>xRbT#)IMWY@$Th~1qX8V2K${s9m}
z_@?OkfyBifYUpV{%duw<`^Ymsr9^vVdT~zj<)@!Ly8jR?m`W_u1G8LQ0=3FlL1U3%
zs-If~FJLlQWMTz2b(}Z=yG&|5?a8$Mvc&?f#f^z)75W5TEXEiyw+Tj8*^)4(!t0<V
zRlLO33yG6}8@PC&0c_O-48^42c^)1ZfY(Z{bMVPiBt>SkL1L1W!#szxF+mSFZ~!)S
zR8KyqIB9xfes)@|B-e>Lxxg-t@&cw@NV9R2Kp*@F-qC6HpAJf+^m^=GIG<VQu_mQP
z2mO(sh}YqS(8V*Olq})R<8dP3;)h4@T6R0B2LiE+8I01sHKHHFTGhb>A`AegKv};e
zu~^9OOVT@y>P^NLoe86tR*R1S-xn1~`FMP{*(BIVayIC4gItKOgwulQlueD14sl*`
z?7V;&H>iGqbP6A}R3^Y!$QAHQZg;wyO}Jh=`@6gBzR(V@F0ZI)tX1eB>tNBkytq6$
zIKba^c5+O%g%5o9&3FI!pZ?S1!;_1X^P}BeY@ZBon=MX1+k|D>)eUaYwNhn!3nu{T
zWw4NCwN+%UYqy%6&F%f}{>i~{3jj=cqg`(SAB(N7mWr^xinWb;JeDZrHukzFt@;+v
zEoT#&3s94(s7AgXAI0=V73!24s295|cBcI4<TR5%uTPW4Nb+~tVe+wZR;rQm1vyec
zRx`BYpIW4|jl~hO8Hr<j9gCCW9;?AgGq*4UQ`ByNJ-FiYYX#%IIOsG(b>;$MF*|^?
zxUB|=G-NP=U;r@T6*4|J2o7RlWJoeOA_g`8-c<#yR5S&1RY0vurqKA5jD~EuU{j#w
z@uj8nvmTq3E;aN$nDgw}0L{^11R@5?F+F1BCiMo?P6q-vp4E^)fZolT8b_boW^tR$
zW`%<O6bDQ^J+C6AS*5fnWd@m)r5S8k4af+HsqCM}M*-A|XQufoi__x@$|S@h4x~(X
z<P^w&Zxl*Urpa;ptQHU6Hh{wtDJ__45s<-2c61!RU|Hb3$9Qmj`ew7XT`O+HiFMQU
zt=6zB^Vyxh{p}zBIDLJH^UR0!m~%O_yN%9<kf8>+q$Ytb7CW?h${K39aygyHn|gbC
z`Qq}X-RgknOjF7hc1OHMRvtyVh$!T?n6tSS$)i>^?ZZ#0R*v>R5={+#^~vx3?05fx
zU90h$^$vrEH$2M|?9iCQjT$`Fh(Xh1&z}!Gc{n{jXfe=3q)n~{a%+K9*p*muv`g!)
zLNx9-w~8^RQQ>!)Gf66{)461{lnLjOD-3=Xz5LskCx!LpPBmW1tl+ln0G-&#x2nml
zMs}l^SPy&Z!hb2XR)pQ=?5d}@zT7OX<v>qV^V^%HgI?q2{Ghj4+i6x19QV2)>!}nW
zlfJXns9qiK9(Nm1?ys@gA9pTKy6^5TPWF)yv-~-~PWRf^=eu9Oxw^YNz&7^n>vI4U
zZ(p1;s(pQT_V)Jp`m_tvb#o)Tv^f9!zxd`)|KyL~ynaDYE0tK!(>>&I11F?}`XB%H
z_g~(f-CUi5dp+9g%+HM9|Kj6JI??NGpPn7I+x4wh9U3YZbcpu=OEK{V+=6=oJvS2c
zuf-@h3I}Q7vv@LVBt+wOoyl%6vbx8zi&Du4;y(%amyrv(rJ`;`LYVgHB&Pm2MrxkG
zJ|-NpY>*;iAq1fi^~>dA#_x0shesjTrghPq9Eq^sK(4aGz4Q`<b1B7gT9O#X$hk90
z!G5zDOpqCDW(PYNY*(mtOf?vg)QgK6v4orZ<j9CdF5|F_90o7}1_fgY`XK)j3<5(J
z&<Qe$j4=xF;^VKr!dD*-N5$eLZlW~tonK#pizn!ph{xH0k@A}u8X!TB(+qizI$aLL
zl35a369_lh%h`SPKYA)6RyaKml@S4v5Ir$2F2bxJ7G~z>Fn7u2j6Jx;um{7V;A3%;
z^DxE-NBI+`uc_fNW;Rf$P{I)Y?tT8nm!Ew8@XH4i!xIBf2c{=x2A}rxhdlV9{sBHp
z#42xcRs<{`Mk~gx*+n9d7_D_$&LYaGVFt@7nk5-K4SH}PcJ3W?&CJqJtkzJ0>T@~y
z9*M;xEHY$D#WaKh*wcs>mfTLim>O;{P!_9{8_J@XDQ={{A2E@HCaKSX$B(J0LJz{|
zvWPe4*#Jg>z6Z}9{QTathYwMHCk6*+skj*%9R}+(PU@i_^Z~S01}y?~%u#Gb0$v|r
zRl>0G5Vvb8N)>FZ$hQWT{ZtI#Ph(d@o)qdSDF%#l^E1MF5R(|gDv?{7gGf!f%tqW?
z)PwS=K&(^oyc!G(z3oH>Qwdg5Ubl<k8QSU^%D6^JCyt-aP>Th3lu($pvVsMXFKW_g
zf-V>JMnR_|D9Gyqju?3>67WIAXSxC<fiXTwOuMqdAdyHUd%L|R@x*eK)FHKum{>2*
zFDdV1A;$8V<l^z+c{N|zX>FYz95RyC>+P4X-(KIoEElV6$=dY|3bns^_x9rK45QcK
z?m?&4%*7LYPIzDJ!8q~6SK}3ou;~=D9HQi2_uzQ{kgu3Yz-8Sz+CT2J+CcbgjaI9*
z6$!;s>$z+y&tz-VYGx+J!I5fIMt<lR)TgNInVLjmCew*SPc4iYSnJ8<%rb8a$w4}H
z&EWlcbJ<)L7sn8$A;e-71b$@TCML(m<uZj{V<ebt5F&mOu(Z6nbQ%SSHjpMHNf9@Z
z+e|8XnoFm{z7kq>IUKAm$!2<8E`(GhJl;z5$MgE(-72H2aSrGNrd(m#;r&AakWM0(
zPA>v$q+^KWg=B7?rUr~*#BBK~^Io=SO{5*6@F78B&eTCVRw^LmqxIuj)G76RJ6yFm
z67sUb9|rQC6s^l(wrkJ_6&xhdPs|#knko?YK)~>%ar)vnyrd~DGAb2JO?XE!37}UJ
zFu}paB5P)1iW6utl>j20j?stb3^-i;LVskaQ&RmfGlfE`g0HtYr(BpdEQxsh*Eip`
zHW;m2tXO?E8^(JN)%Hf~pZ(dN|2TbpSd+|$_-Oa`P8y}!R;7HjvxO$Em5MbIkyEP&
zbk9DvmM=95m4gmVLsvW72jrCiBCH1;Ye7de;H(0p_gJyNrn5C}^o7)#>%Bf<*2(85
zh8}$Wv(J9-r&hHlXty|t)i^ByyOoYdI}0$pH_(R&Zw)--;72f!KeFi+gdB^ha4Ch?
zD^W^>^Q*q>s=Ho@q@pg9MivIaZ`ZAdo#kw>RnNMts6vvP)7{NVs#{N2bF1}oX0uUf
zZ)Ea`5a=*ExJ&713xsIQ=P)S9X-0gOQgXSL3*-CBC8FI<b+ev3+3OtQrUg`yS#8#G
zyPZa-0phIn=Ee1!>ysC!yFYyQ>dmXGyPLD4-sZa(rx%AE?E2rlI=MdSe)IC`ySF#M
zD{e3Lceggadw0!mu<@TBw7+?E@$&M3hxhvS`0nZe-&8ia{?~u~-@g0iZ9bRF!?7<G
zd=3XrT9`GIdV>qQzBqvL+G$laa?vM0{T-~Qw=XW+?b^-FIkzhMQ|KMY#$r&-LjfPX
zLXa?Vi3<ULe+bX7&+hV2`=YmjC5N;Fq>)>BJQ{WybgNJ%Ts|(d6czcLHXOp3RpPNY
zY9=}|k%;wh6f!nTtzsqxXN-jvo@wwPq?YhPgBPHxcNs64!yWVnS=S(iB;%_By$v%G
zWhGYOYiVRKDRdArfmtD9BAJnSl#4`^fRJ{SL%kZJ#(IDpAD3m0_QV_K;oT1p63SzQ
zV1fb;iJ-y$3QZ8@5t+>AbzfdzfBXF}zWM(9gQH_0Ozo|0o5jXwCM-tfB0=)mks$y=
z$_24X_>&2a+l)+f3_+@7F9bURW4y&^x0{_%v*>Nag3E?>i7^bwgWjT)t4El!h-aeX
z4UPbu*Q)>yiNIViJ~6`aILSiti?k*tuE+NtqB#yc?SJ~{$)_KE{KaQq%+D?`dV%4h
zdXm(?L7|f^z|5S0Q^EdCB~#2#&p>a$vV~KRB_Tr^b{$63Sx(}TCF1{Dm4@e5A!DVm
zgzX+Wy~$u!fOQg(s@#Xz7+c_>d7XZ(O3wtytp`j8MlaMWBun-KEDr-7D)1(;d(nIc
z=?ikfNMGO3lfKdC0~15|jYa%b-~ES}#F$-?BT-#}QA`evNqAsU)=D83Xq=4@#SCiU
z=N@!;D4&Arh8#&jRU`o9D;NreX_7+qW>vyh^g6s4&!#7NJkyAhELgZ%BMxHSVHb)P
z#w5nFm4y#~i{?lOm$Fe(CyBK<+~6o;xWf?>5Q2IfVkWJMhHhp*kaTR-@R+SfBdN8R
z&*^|$Mf!t98M_g^QjU8q=yet{$$U0b&X-!XO(B`MP0eDXlrQadd)>{>esAye=xD26
zzdC2Fyjw_R8u+)0<*gPfB$DDT{Fcqe7M(;#$ET;K=bM{5KvNHU`&Z`|d%Jt5$H(CA
z_j~jT?R8t7&3b!#s|PxQN8Z?I0!U=m0`Yo$c*GZ_*b&?RMybZ8i#K?MhM^)@zHGC(
zN!25N1<mYzyJe76f!Snav}UMgX4a_W*xdnlEY6EyXuwpN8=Gdu#PcVW%IF_qtprL}
zK~J=j=%OL)i(tkR!;TX#G6pM`C@`3ZS>bhH5P%ATD>vXYI}~EbaxBd#K0vi!2Jb*r
zAr=TS+kj-@r$b*8hZhuiP$&GD8r919(BR;chp3Gc1O342XU7K@rbjp)!f7G%NSaY4
znuYTqo|+-&h!)8zY+-5!ZBZt;zW|Vtlv$KaFBs%%D_!A;{v>GTXA#7C{o~|hfy}-g
z@zidh1!GCA5P56{Bt^H`!iCGM#L}kc2Mzm+@eEHP2^~CzHj`E`n=a0oltR*giHoHf
z#0eJTSQ%lnunpskH#;_l;SlAZQOF5Bz?5z{?9fv^X0u&Kp9Ddg8LEr;aCl$Jg?Z`p
z7{1J#i&ynhvy?3%9Iz|1s#RVi*#zsK|DXTz$LZ@soM%3)$Nc->{{BwAdfM$!bR!xc
zwW#I1#VkrioH!3`=R$e2(&)9jCr8&i-IHRew7%+3lZCQi>@;T9f)RpAdR->p2>3&A
zL4AmeYKcj!n4K7Y^u?z?|L7x=O2PDn1n)4YBQ9G2rV7>?nkE!-dheLN=yIK(9@nWP
zY}MDJzGgMa=kGKb{Nl}mu)K<`I9CI9x+4SN^R%+)vUSB{O0N1AXGZ9cy*}IDZI!lb
znN~FiLlsn4w^iIIBnrt$B_BtE+$bdDA+JR(^I5T-JJK<CEMP4q!|0U=h`r9nac}F@
z^(C5Lr&Vgz^Q^WAmLKlyynAtTbJ)E*?y}TkzIyfI3>z3)Buvy-*GJ4$w->wTN7M}M
zyt+DM1iU=kyS+U67W)11_WAM7w{LF<RNh@3-<*L^Eo|2dto?uW%kTc`ul_Ub+S^-g
zkU%(_sn8Y8PO78}FD?%OuAb1lT`jO5`Q)cRp}Z0MF6s4F3(nXPlTwQ0{xX=JAnd_#
zFaV+)Ay})B^Z!DG7VS>V@H&MC*9}KqEEa?yv4lBvTAoPygUm)#YBd78Je^DgL*Z;L
z&wu0Ky&{N_D=1BIf|NL3q0_VfHwnmAZljfa0Y;hCi1AwsXoz1LrJ7j+dL(=*c#mtV
zYfhT!mN=f<O)4hu1;XYOL$lk_5kgn0*<COd0C;B&h3N~R1g`;hEE3TYD->2?Vv0+o
zg7(MJn?NAG7jRf(L&NKd^_Op6-@STye0I+LEtN_G6=z9>K8XKno(f2rj8pK^f_Sul
zkUCvH5D8Ky=F~nt@_dljGJI>+GAKC<v-29cf}9{&NA3m8cu=|CJ3;8_oyAVZ*fupn
zhHHqEJD(G_JfDi)0z;R;vFFYr76Yc38WVb9n6+2{jtmU-J$O9yba3d|0Dk-DeNSOH
zu;n8ofFe24Kg8^ZFoI}^vI&5cyAR*v`=TXoN^=gY9V`-iNcL|SfEmVczQI7_ZpdII
zU@!sEYjskQn8lz)t7l!tAjiYw0q|>KlA4t%I)+FD;KvrtEg+$?g2NQVfr#fHa~GPg
zh>oM@&*|?Tc?O~4`TZ~Neg5%hOpiR^p}r@h{r!wy;8NKetc6z`He01qM!#Z(67`1@
z#8^FGQa$WOs7qiva$~%YlDA!E9fA8jvzGDN+(=+EQ&SeR31q0<s0Av;j)mEYO{vH2
zS_^}Zu#$fX6ZTkM1}TQW3+@VAFO1);Pe~3!kbo+XO{JO2nDnqFdK?b;>?=Mmc76VY
z$_7Mpfka`mYNS&B+>bZiBoMv49#=VE-Y9L<%2i>w$``g;TdcW`di&kZc5k-}pq_0T
z7>%0?JO#%o2-2WjYBh|V3~9A$E0fBzo_hWIHEUrCQjdBE2fGL7C#NSzL?e3#dk42y
zw|hH$rhSUSH`|@v-Cg{fm3*<cy?uIc(4sZ9Tw%9NTA{alz;IQm6j>cN8x4W2x&;oo
z6^CakfWJ~+w~rlmG#ZAX3h#DwWK^_(feP!mh;j<v)EWf^QqyvwB4Gv(AvP{FKG=O8
zr%SB@5T|vS9XJ)~!-8E;=mWe1vl9|+$m6pcSa7Lmcj8zCpvI(9VmoJYu`*FhX|9)H
z)#G)@i;W(K)m6mMJVTMgVime0=Qtfv?n4ay>G0Dh5G3eQWUfP@KwG328(ubhWCe~a
zu|%~f?9hnJfP5Kw_Qa%?F5As?JF@157iWY##zaR%S4B!!OEy!Z5NPvw@9FqP*K?TI
z<EivY+>BFblw8+?4wp{4L>m;f^h{qsRtd&P7w9Hi@K|xJEa{2FOrv{_%O!LKOmU$Q
zAggoi1_>rCkg{iyj>(W2mlQ-6Q?1JpbP@Bha&`a^&Ge<k3o*whnMHhG0%AJ@5JUaq
z;-;LbY!o(-aaP<ehfeP?ncQakzy8<%=Ev#l!<uA1#77J0rd`UM>};NNyOPNX9GiNn
z$fegMR#sXiNH@6dD?823@zM3x&XI6!%Wy^(C=d)YT$)$?ZX(Rd4914_%zD&q=WR~k
z#0&<=d!K*u<;On*H-R18V>L#6E{<d_j@C*!SJa@-%icqRYk7i}mJy9&fr~}RZ^vf8
z9`Qkh*sLZP!$N*nXxT~eP)2~fnrudvDryu*mRa|{_=vsDHf4^@A{#Tf6Z!SkUaNWn
z2R}nGbfQ*RZ<g1Kh#y@2HA_CTCgL`gQ!8*>H?infQ=NLgw^ae&b#>l56iOcJkiKXp
zYHd`GcDGOWcVAtc9Byu$3hpnV0rKKx=i<0~(%ZZ^+Ijct{Pui%vz|XY?A@Lnoa}e5
zFZPf3Hh=N%=IUtc>$}tQ!_K=`m*2d-dwqM(9uKTvz;5Cu@>l=$KmF#{-*-E0sHUV8
z`K6SJ$A<bDIDhrs-MhQfY9XVRiTa;Bf?c%J-K*EP;_*b8m3o|+YZc{=-AE+3oLq~7
zfFPv^XVvS#15Gx~Y0#*-6!Y9N-cYj$3j&5Jv3)3EHVc-JCBMf>q=?&r*SDO`WLJXh
zyka!)GQ3fa48#>7Nw3zkTw<;xN@><>xnkqYwd!p~6{@int_b99_E*Rmv^;aQ=PryV
zjY$9$0B&k-j(Vk1PbOYW-HCQ_e1e0#Xilt@;i{4%dl7nK#YDjndm-u<aaf^O4m}^j
zYK|N5>HUYKmyp#6*xtUpyS=-+y16;Kyy@*9vx#EA#MTS7k<o}Lh5Z%WQ5aKX@X6~T
zkclB#sdbEYEQk;pC^}&+V>DX9D4{u$x|*L}1lxtrN+y#}(A>QsU?Jf%V3a}u!Fz@p
zDD2ZFCg<QeJj0MP!xV%&g^VE^r=kAmkmtt{%<n&V_NWi*7m8m0qsRAt{y9>S!|Whg
zNx3A`muvwl{vhiw4AMLsP{`<kTJd;ir)N+Vfx)^R4sLl0*%I{-MAEpMFg`Jb>XrIM
zy8NUlDsy6q40AO%ECI8>C@}3AXhk#Aj95Hx9RHc9QJ`2A@>Te7!UFs`TL@e+EC!LT
zCI*J4nY<o7?tetS_z5XUq5({{kM7?iJAl~4CV`-3W__J{sdl5uqe4ys9Jdw<uSeIG
zJ$|R%sgy5)D1pC<P{qse@8oO(Vm_<esxt$RVUx*B%is>|0N1qOThkld77KpqcqmNR
z8Ovh8<79!x%M30J-HXH?30bd(R#R(<Vk!xh9hH+zBJMKc4<vNL%g~!);IH~z_7LkE
z)@?cs8aIEXTofVCv7x03s8T60@W8yO7E0|pP>7vYgHo^h?q+AJ0rIQ4)o!!cX$u>$
zi!R~E<`!;BYUS(Ia<kst?(8&#dhshz|4{3<+FPfGy!Ba!@0^0V?{+ik^!C>F`RV!2
z_D-wbqC0yFr&+r})6o9T4*V8!j_lcLMTGh+fQw9ueOI$s$QSZO2-Vq44)<4zkt<7L
zDeLn<IP)oZ@k!al@G~bwI15KYBUdBfA|)%9mN?YRj5AkD=;f5NtC329wXm$>zq}o}
zWYX+LTNtK0HmIUG)M~~1;|xZ}MH&rolVXFn8FkqCcvA?ll-W6~wpcfLrC|o+XhwxW
zV3{^)dL+U8E_fUsqh2RooFRtHMvKi7;}%U-g12iDC%_os2%Sob5|8yA{1+AimB4Ud
zm_d=8)X5jEG)73?161)UPR-8_kBg^gIAYUp!aJ0(CqtN3rJ#QbZZAX~4)74ofKJdB
zNrIc1hXE4mpaTwzOp0j@YoA6YHL9gf;}T{>m1qWH9T5O#v-jMI;mP-p5Nx%IHwMM=
zl6eel8@TIox!hVj>T&qk>*;kwfh<~_s3^HuB<J{Wka;o)gtOCLo8|88jAFV<wv06~
zz!{P-g2l`z`0xJhzyERi`Vi-t59=|n;-b%_F7^+Py1Q5tRr6@#^G<4O{42foPODgB
z`s&o$hv;d?S9IB?V}Xra40o2#td00xVJ~<_Yh<-RC0shT;$}QjNN_?DB7XeU=bwM{
z6Wx*s$^_O~OdWK8_-q!iDr`<vaw++F8NQg|0m@^HY7vnt)UQk;v=+v^w499x*t5a4
zNJPEG^vYH<A4l)B>7zlXUL|7d%}V0x;;@*G^xEZeZjDI{2U}q+)GB5>fK53_#{$g~
z-EhGu=W~<VYf>_OWn+OxalKQ|?6$J4QoP&FogZ&roODkPd!SjVS?p~$0km#y6!*64
zzx@6+9Yc4gdjuXYjyw4C-@ZJ1`{MX;x6a~gf2%|a^7`WV_1(qcZtMDd?}zX1>N#Qp
z-mMLqkFvS-DAu^I?=JS*rK7E4H5GOkwZHo1xBvA&|2t4bup*)>L1EKm&~ZHp`RqS@
z%?hrzQO?l?aPQNfrBay}uU>CLDrz>`jZ!QMCL$B?um+?uFXpkCfy^^ka>C`<i$g{$
zm(Y62xsn4Z?p(TsC?a&2O*WkdZ`dl9FCUFdICnKZ^gI&T9v@a2@Y}2!5PG<GMEwD$
z;GPmTT3o_e*gNcwF-%YzZ7vzN=uPa#Lc!3ok9`Dvb1IY05Ra_V|7*|~IJ^_t!(od>
zgo`SxFp995#K;+ej#n+QmBMocdrF5h9OeW0NAb)YJDmAx+TxHWCfN2Mr7>Kgj={X5
zFzCh0mrP$@fAdYRx94&BhMo;_Z^9k}zzVr-Zej)*@jZ5X{_ncmSQD{I!b>8WlhA4{
z5p4f5K0mq*i9h0y(nZPG(AennVeUs*t;8bP?9?o_|Jm_z!C(*NeqKayerjY4I}Hs-
z*rHGynZ)q7qiaCJc;5Gnu)yHs$D;z~XrTYev!VXMFFyTDz<<%+JI9M(Ltg}`0R~R1
z*-o5oW@3`pKaveeOd5x0rsfz6XQpOClmg&Fw%VAJ8BOVb6p~y>oRhO=oeA*j^M2T5
z#2BZbpIObeSpi5p!QGH5WS&y$W6&b$Fk<3*pJITyKhMO)xCr!Rw0{7RS4^+nFv>oS
zEaQC-A3uBehz#BM(D3lHXWUX*aR3DnEPO(OBLItzwhEpB21v~FlmtP-gwspr5iy#<
z3EBhP5<+&odUydqoWOTrHCQo#4dI9z9n&aeu-Ey7<m%{}@mMW<61qNda|K+Eh~E#j
zm8d2iMr)DPXu$7v*em(cS~$8Ipz6^bec#Ifc7xscGEqL4V>ReEXjIwsdT5z;b}Z!@
zO0~#uLT<-nhO!3h0jZDW7S&tpu>>(hSX)@=bLr$}qrO?I!}Vf;mCL3N53ta;dcA$v
zT(G}3Yt_wW<LKaoW}<qd`R3i*7k78NJAf(L+ne3vgX6pF+w<eogI@3U>YC~6X#cPV
zY`WU$b%m8$yII2+1{rL3dxy5}z3y&_8rDdpw?&QjVKHB>mMYnFj-+zPABsog<zhL;
z`U~S5vZ~W9VV?;QcR|W)RT#s_bj(ca)I>R#1g7r7qD^ZstF*)ny>_hhq<7Us$=|mE
z83mdOAXdE=>pQ=HUz;mI-)G4~S_ky8*DX|lk$|w7tu~W^3xZQXnJnqmO7aRA_=6s&
zStoGxJPrX$Ok72c@6qLWc>hZz>B(VX`l6^2iy$;GrX!&Sg7$>TF{4VwJ6bU}C!U&R
z@N-%$<S{9!BosL{Jjgzpz`KwE8J}5N03RV(@kP^k5hrQV3gT!JFXH(1*^O>9WD+HU
zBh~io)`;_<4{{F0-exBJ3*bwmpeS4`6Pu|Rm&{`v1zf|QFHVf9$T`y-IX%X823iNE
z!@0>ZP#8Rwyo<I3-8a9H$wtV1SWH;Cm`lw#CV_h|&KiZPfEj2w7}&^f;!AvYb5Tr{
zD(TYda)28X8A)Q95ts8n{fGbf<Mj1mO)?+iqh<OkC)UsQPHxZ6xfSVUQhwPry5vgu
zU~8vSZT6ZwyG?*ON2ezj*<@mM*_Fq)L20gfDIQr~4SVt6Cf5b#XJR#s^FX{nRk4ab
z3qW3<{lni;N*9n7;5^5u#<A$Qlz@9i&^PMUMjdACQBL?E!bCG;B-p)fOEltXwYY>*
zWf<QmXEMo9DHB>>v6r%|rzZ!v$VKzqHu|3SJ=oc9UY^s}mfm88)v0YYOEf<=N|{my
zP*}3lC<)lrb?R~==~&RFlSkb+Di!4S-pi3|?P`i&d)uY6;||r3LNvWeEzt&oAXu%9
zT)ewkyuCemb$fEysR>@MqwOOI6*otxd-dI|5-CW8#TOTcukNm{FNB)xmp3QJd#%{A
zbt9X+yExjcp*9wCtIP4A<K2sctAobjW)VkerI7u%fBCOo++I?=5?uCDNM|>jO={KT
z$a5ap?sh$&P3jf0pZqWXGg8ml)z!h#L8V*(Gej~gAr!{Ns<_$0VNlha*UIU%S*yh|
z3e|^`Cgp2rzl60FA{qWw>=Rh?y>>HHOqlsPEc#v-4rk2M0s3NW4zxKODdl{T;d#Zs
z91n+8QcStDI0hptF}Kr${H50$fGTab%iLsfAF-!GDq2VJRI2ffcnGB_HGW?ZZxa3}
zZoy#Q*@U2rVFF>(MGk|^`^d9?f`mq)Dn&x3o~#p@!37|bQ|w;Y1W5(w@aQO86lNhN
z1i0ykr^m@;iq!$i2qTad4~R&Vh_A8=0KAXC2v&hgrk)??^@DcC@m!2yetL|9H%4YL
zhICR1OhgQL$bU4$V+&_UTk*Qs9U+=fgpIf(_-z1T(YH7=kDVT`7mjq6W2CrDM$7Q?
zK|K6~AAv0hoXN2<+-N+E(ShgB9zA^g<(G^!BLl;q{p=G|NG2A(x@-}=*o;vHA3({>
z$<_;mEND~0@(4h4(+kQaEx;wDOcI(*n=~|Om3rx-+^jV*-65(9W#U>E6gEUsrn31-
zC=+Tvgl269t?6+#TGO**<1?dx>#<1_Af4ha1{aHM!vrR-dEQS%j{7DC2A(~7M4|z|
znGlB@8wZZ@`2Kx3;cV~_e1WG8Jn7@v;LeUNwz=7XAi=Xlc!6vM<~^U=6Yx@y?WPzA
za~ca3%tbx~LxwIB9vKzkO=$LVCRM@nKSDwi-wsa{CO|qc>}De!Mvx+6^Z>DJak(>z
z6le=b2()Qay^WF>a5))TC>4c^6$^%_=Z*yF?g=ve(`J=I9wSl`W0L_^&POFTAxf=E
z!4GbQq9Pia1Az(&*h;-pYL+R!$dxf=RSJde&30-%aU_Hmx0^V!iiIBk+v%R3oC!|&
za;4YVW@<txL`mH0?BFW==DTn91g}0YiRQ)GIc(L-v+Ikqi~TMixLYceiuoe7M3~Be
zfWfS&QeDAzy3;+}KfufnQZ<)Mx9gjGJNxvpHmbEwb8}~NHyy`fnxK`nP$+YX3i^cF
z96GQB_xCKp#woyD2<YIm__^pbCaJ(eVKXD1p$uzgo&+l%MZzOiE%62oD^N9CvZW=^
zA2z71Gjq(S{Je>)Pyr?YjkQ`4&^8NpTnlvo6#p=^aOfk>N^;epRDh%~sYnru(f$H%
zJ1%sA31+v~>-EWr$!Aac$;J*mdBl9edxU*2Yh<XubEBhtUY!JD%)<QGgkH{u6ZeRM
zsSnQ~K`k9b2rlMmg>oVQlgyS}Ngz5dlTcL(jD6x)OwKl;u1v%*1{zu~SD=`4J#pJy
zK;94sF=$!UsHOB`OK=eCWMU)yVFiPt4h|BAWbyO_72Zn=Q|~oUApDfG;5P$MBLQ5G
zURf`e+NDY+itFCJLJK@DdaI4;i^l+y&a9DXmxu$*L8u_7$rSp{i;G$wn|>)^rzOi~
zQ>*M6c`D@pZ~x`L{5XAmi1W;c^_ZEyK-hO`o3F2~DK^!J7uAdNG?OL*EBno@ooZ{R
z)*<-^W#Q)H9I?!%)nfiw@p2i|27OL}8)`EqA{4s0lk00izn6%OLMFDGwUfh7*?qwf
z47$v2vnEK_kITx3`J8%}RYR#g;YV)PAee^x`%EgSU>@*TGMQC~pS@lew|R1X1u#P?
z9m=i+8s#iig{{q2FbLV*+H90}yAXJ?okqD{1}*_)wFF;cvjJyy16+K&k_1};pp{}r
z0NfT0HIe#dn<nJ5C1U~TthHhqG;6Qhz@~N7ZQ~TF6*Ki}u~lQ%NVLkC)5Fg3N%!&s
zAa?g)yMEkl?KO*6M;(HRyPMU^<KEeB>-J>t^^5D9i<7r6uU=dqV;h5q->ny3T^wB;
zZ0<I5d-dG1Nkv2DcP~$lHVd^(#A7kgyZy(%{oiY~Dw(5vD#3D|S{53Ukp)Rql7-|V
z`PHW%CsL_qvvz)V^7i#BW~A6k7|DZj7B_@Mqj8yD7d_^jWt=lK=>YMBr3Rae%qhbg
zGYmC_%)NHK23myMVTWT6V28V5vsw*!-H}Knk;-7k@i~`aIBAsn0No@YpPbHEIO4Fn
z65RAw{FP$fZZkJ)d3-_PV1)UE5yGrdVawqb>~wmC>%7_Iak(HDv5{c+MdX~3hWmna
zmKNO^);oxy+~1W;I8PARL`0UxhDNz%bL0niFz{?3i^VOUV@mPZoFGyke)WLx+Da%i
zHq5eV2&>rKIF6Jlm<+h$0BCc=qB=pVF%V;%Vz&doo#tH0(!}7{G_}}cQ{zaJGsxd+
z_zW5av(3`@FgvIjLLqu34{mX0bOgErkBa6*BpwK3bQ^KMfUpGDi}WRKF??D0zSzsb
zJ>naIhCw^h%*ZIEKg?i*&z}AK<By*{>ci6i=-vbV8ReDoMUWPv;Q`S4a+Y{Zaro2j
ze{m1=7Fr?T4(1}6SkB#(GDkLn$emibRy<D$9V}U#a8iaGRu&jla8Sb;!>$IK0&SGJ
z(Wn%nqnO8-Gbu9y>%oGNkrj`<l*re>z@#w!j*~TG;AHUyy>?=BnCFn^nY%oX2mDw6
zlP6z%`Z+r9=+Fpt;VKE#;{~ixISAn?(7Q=qOXSpmkb|T5QW<1-VHI4BV(oJ}tPYRO
zEt{j5Td9$&tY&M3nB)?JrdBjBqLG}b8y=U-Vx`DHF#W)*U6KHCV#Gp)47$DXNLZjz
zm@O`=V_AT*0+(Ck`|{ZwOkWgpL(xZ^qIZE-(^$akcW_p!a)YLB8yF_#Swe4)*%0t~
zQOc6Z^}U0`W}7T_Efk0qvqYk^ts1AF^lqnn&^yegaZW<1?{07J)N8d|I!*V`&JLAf
zO-y1mgzn?;>h13D?;Rf>@9yl7XS_Z?r<v$l;8C2M9i1_--CSPM^H{IeGV2M(w%tyr
zx7{WD*r>o#twLnoYH#lCvNUVvbBts)_Io9g<n?+XlizNkR&G}F*(_uXRMG8Ss+ycu
z7r+pr3cMJozM7kyWQLiYnwrBy&XcLsvd_dc1)habTsA+4b5Da@HbJ^@Ua=tINj2yU
z6tJ3<awLA1Wh4OEG9e(M<zXhnt!d}XB$MIehhnc?lCFVCv(mB($X(54)@jjmI#x*L
zIS_LJQA!p$)&T^3-q$xVI`R14SN)If(WnUf5nLYUI4MFl%c5!S4kF}IoRsh%G!n@3
zgh%E<?5YSai)JXXl8T5#iqY=b!J5@Xau}RcY?=IaD;lL8tOQ?KG*2}xSrP>Oa3FyA
z845;N6|(p;%4Ke&-eWe}^eVGv3DJavBfKxIRLP2)5+*wA)Y5qX7E22g8p(`eeiG{I
z+|)QWO1OdCWg6v;TD}?&MksCcS#4IG26@q_mP0sFh-Nvz@%Y&s67ZqMV%hC}dwtff
z)(gqvvVGY{7C~>IsdPQ)`|tn#uYa7rKCDURLwvMMU)@%loZp+9JA99(C7D*dVApE1
zk=5N=XRF-WNSDs`&(04|?k+D%xeRfnpil5%a5m;W&F*V;#giwj=(1BO67Vf+luE4<
zecwJa_WX;Fe@ZDTNHE-AKCAgX{!Z_*XoxOy2*TdLopfSkh}*DUHm_frcbK)|peMdY
zA6)$O>}0nGo0^L4zy|FjctjkwXn1A2Q$N^i9rRj_YA&CO)e5O<J{=BtQt>cCX}gxI
z7Lv_sF1l<3$6C!q8iizGJ?t<L`7wvRW`dL9po0h8EaxCc++7`=A8Z}(wmZ#gF_Q#2
z3tej?n+5>`CgS+8dv>~aybrpua&@wQzQ08e<K6Y~+5UE~y@AK9TPvUSIxjDeAW`hJ
z%C$=7?W?oH-HoH2jbFXH+Nq{C5}{UR&81WDRXXLhy;>^dG`BX&|My?~OVAUcl^`oD
z1{-?uxKf#Q>JB9Q<T`4?{hxp8^DfsLja)X<+u7#y4Se434n)K2D*+$?26pwU{(x4l
zpv02a5+(#LDXeI4dYD;WNX0CaSVS-ysbz8-v~aeH4j01`g^WPOfnG2?k^f4>xY!U#
zbpwFKwnwWGhy$n1gCp8a$X%~S+$5li__zWMjQ$P_u}UaaTC>rD$VD?9GmNnG@OVkR
zy|)b6xfkR0(l5!8n_;;t#jKvJZWk<RGy2-XG+G7{3#a8d{7>w$ZeP9HKRi^(6hM#!
zP8WF5SrL{nJmh%5pmM1siiPnRi{6aT3G^P60#QV8N$h7Zx<jbb$u%aeZDtg$5cWHn
zK`H-WbZ}&GmO%v+>6}8Urp$VFQfLn1CWY96_ZT8KmJmcndMB3_DFo-TEJdfoCB>}5
z3X3(}`*jm{8EpC>hM;TD^gqNsHHJk^$Px~ZKKS_;kG>MHt8_R7JppzF?7OCfC76g<
z2@eC->&)cb(?{%UAAy-=$n-iL@N&7EK)52{=CU{-MbN&5tor;}Ki{~Vgx1uwf`L$}
z86TS*A7yeHW1UE}6U&NKqj?W26KY&=4pDUnArl5Haw<hj)1xEs?O837Wf*w+Y_R`1
zC3oCFr-sI!J${P&nho2N2YutC6IkT|9t&J?nH1B0dMyDC!tHRe_hY`L;vgPRL5zdi
zw2EpLUt`;8(=!?xjB=INVr3EP#5wO~o8uoD9D}?;r4*wSoH2G^oGDmZ5^e<!77GPe
zLlkX8rH_JP=jO}D@>gUo@`-i!8$PR@%6MqNjDK#kHQ;d2HIMV2y;%~-iILuI4<t;z
zfcav0)1#+TB}fjp*=~1t_ZqcUVlBZwEgg@uMym;A33gxkN(l=>g|!uKu12kXbZ`J|
zuhZ$E?o;*HZe#k|JcbQ{m7v?*YPQKm0@kD33tN7vP$BJDE>zfb6*C#|5&WV?umR*N
zlRN0`_d4C3_BNeFM+f`IhkMw=kTr{ia$<EIR~w<`WI|x>C8KNYjS3dEe7;z3v@_|P
zL1$J-;Zq4c2nO^+%0_wq=jUj^MjR)6LBf%5mQqDdI@srk6B?9SVvH=AJr)}WD-><K
zTdaeKG>Yf3=+7%@+Meg2p-?X^@n&C`oW?!H1Vu*=8n9Wz)lcw01w0mqRR_2Y(gayT
z^^$}oXOMk(*oSV2`U!vR%g;YWU#Ea-c65OFjKGKC4ZbjEWnhvl>Ny4o%i>WGv3w6o
z(L4q)#(lGzl%f=0B1v15Qf-jQjB=@d2^@sj#U4(hLFuLq7S|X4UAFyzDA;Fel*A<`
zRwJwM-@w3fo3QKXL(y?1wCa@akK_t7D^@w_TzV)bII&1(MtMe*;z^BcMl0vcH6xmz
zqBKM<o<rd1w7ZpDg>;hNZs%2mkBcQCi#|PFbzqc**rr%3Axi^+f1aPzi}TY~neN|G
z(CPD9TyB#U<5^}c`ak~1|NG<g^&!qPAKYW!-Q2F1TCZQck<Bie<V!ZSg6S*2me|6n
znyYSPN+-LFD5r1lUglCMqHy7$kLnS+Z(X>sR$QsIU@nsl`B$PV0aQO~wCT7v5!DgT
z5wCjo@E)G4klW_78vHi>s?QO|xnw4}!v@Sq+tBPJZFD1sr3LD3d=3ltTF9N@6>l`^
z!*+3feTfMkvsNnVhiQeyyi!<CuLp|RwQ_+@-e@HgZ&mY65PLZRvbxu))=KzqvjtGv
zerv6ez=5Ax4O(?_pIsmFSQ4@26~C>LU#Fw8l#1~gcA8~II2s{0iiLWqOvrE#pieQg
z+peA;LhCv^#on>qKIm>8Zr6^sH-M}jciTIS3LCS_qura6-u3a$>#M_5gnGo_=~3tG
z2pzNb@)F|DMkBLUPp!t>5Dp#Ry*fVIEhodEBfWq5Z~n!<`15~G?=a;%NGjwF1wB?K
z=1^VDWz1UD&wlbdD=Xo*@7|$NZnc_JnRIu0Y#|JKYj`Duk%LR0OJ`V`n+MmxGJ)C-
z9oIa-P<SVJ@}-;wr{7~RMXaQ-o(k?$y&0AQGsaqYHL?<B$3k&-EE>c8&Mb^ojF2M$
zrC2lsjNfU&9Acn`Pxyg~78w{=*CZlgtI-H3o9z}u9qTnN#u$AW_c$X9!M!D^L-^54
zbYQB-#<)Q!#7l}rHarTGK~E?ERyLCchjskhoZDlu(ACY=&CA!lqZ1#gIDZt8k#0nO
z>CrnTX0RU%H<~4dd;zV5=gQARm5G)H`kv!C!TMs+(Sm1MoSK)><~=^m0LFAjuOhZ~
z9A8utj}4E_OwVEWl8b2B20_mvh(&=E57-QA2bOX&#($Pa;Jf8aO$;`)4zb1|)ksv6
z?HQ8^TP$c5V?*>DK^0f=`~Js|LCSypdq4f`qn}}7XNh66I0b<D+#F8kSs|0i)HVBl
z$b>A+7DLY8qHH2o_C0t=qatr5yzyAqm`+)SptfO7!!E^b6iOKX0E6)2oS1b4%PaN?
z+}dRHGtMuJ4GfMCjbi#@Lp3@$$o_%ZumACrso`ObOae-Rz$ONJTvBY_z;)vCA{RhU
zG5>OS0DX`<?LvRwv**vAEzHe0oeu7>=vhvaZ9Tf~ae5I$Q7Um6#i9|kNc2bA331Rc
znBm!G_6|6mVV@7L_?&<v!<ED)XQA)W6AVl2sqil$DAQ4n_+>SiQMC};*z2-bh2n(=
zj9(Bf!u}x3kYxwdU+3zwKOPKc*4C({2Gf8#mZ11q$fO97NgQ_qO~pcZ$3lLG#S8N!
zC|Bwp$Qt(c4x(WKDN*pJ=<~Si{Vs2<+$iU(&3a>Re~+?kjPaSZIN?KR%n*8$)TOP4
zYL#L(xkj$>n{U5;^ZE^)K_Di&1YLT-D7v&1F--wE1h`5~HfhR}!-HZzgVT)0>?8VJ
zI{*S3wPK0b<N5JnHj_yJ9Lp49!Dy08PBe~Wnq$4}A;7r|ql1Db7G`d@7YKx6Ne%A{
zogHciR8sn(IB%GlH#CI(sDPd{X|z0b8o3tKDmzl57A&p}Dqy6b>4`cn;jX2yo{hJP
zkDr;uLykL<k7fFz=Ncb7g-n#Z20SjoVE{{w5_t>bj0o8n<EX=8^r9Z~&%B-_X+H=N
z3JFczW22*ej~|TmKV|2OYo93vn22PS0!P4klZf=ZbXZ~w2#3W*R#o!ZDbzqv_H0Wr
zv|F?qD0OOy41O0e6N5^t5MkxQ?h8}jtX3*<rr|L|u#N@+y*kJg0JdjJ$G||mnk$sc
zpn;IXb;GQdQBdNu^4^!4>4zn$GBZiLBxW$=R5B_|V|0zP6jRD5dzeP=CbZbx*eqvD
zxp*83<+9c6G8w!!Gt(E>GVsSLdcG<0rZQE$NC8JUxO#hWTTB&;$wGhvCQh9Oliy~k
z<T8KrH-Gcv^!33_G9Tgt4*6C(&E5~+{=of<0~cz$Q!h+kg+vbEY9*E1Yj0m1p1ytg
z3bYi+o%QhY8r6xqCAL^A9&0iNhQJ4Oodpz!XM8ol$%)Gm(Rupt{<DYoIRFR21n6Xb
zyN1G`^%XC>8yBD`5XO@Eaq=}|qiFHGNdj(Lz-tfsUD1d?nU2KbLCS+}Z>~D+dU`!t
zhrFMPhL`OXW~yScUda^F(M}y)Y#Ks*qne=<vRO_QfU;(iLO~=gkfnSjn~V@PGpT^a
z0I$fz0~qxMLw-4pKv^jyDJsIQU&=(=8>JJJ$WpF}au5&qHmh5;;vV$-gYCUeeXrAK
zmQpuIox`mS{P`3<HcBbBVU!Kg=lJ@1FBikvVmaF1{LSyb0k!)2iUzTKKIYFy1G(@r
zjE+D0^_z>s=J|fhYcnD~{>T6Dms{;7;WA3`*uW#Dv6f#A`ULFl%=AY;`5hWc-oAZ(
zdw0`nwGa08P=@?o=Snb0EhBX&Xc<nuPKsI~k&p#v|1<o2Xkk{U2VvWfSr*JY?M_?_
zxwzqapzcX2Q={x)dnT@!PiOqzWwk;Lv>q2d1R><v3?0X*OftSkIWpS``W9WtLw*56
zp_8K@(NP}5D<YJhATCo*Ajaiu#D&h?0c#U}9vm#VaHmHm7FpCxPujTAh?dk61yBgo
zJ?0!p`0Qk+$EO!&=|Y^XZd4#Mm20inUw@a$6c`oETFg;1YNd+Z2p~|fUD!*QD~R=h
zjNqHXXTl64Xm;#pYz~PC4CMdc(#YorbY@bjR1&E|#Kug5s>nV7S|rogP(Kkr5o6Wj
z?7TvXdw+?hBrH|zyVy`+_o5VAr_nP?G0d>kVwl9BE{t%~Gb4jT?4uaN5E-Y(##oL$
zzW-o!VBr4epa1-m&#>-8`3A?t!U|VB(SBaqKr{IFd_{J8W@ud$Un*2gCMLaw;pE{L
z_aIa-(Ate=3W$+JQ5acWs&O@oMT|py6~t3K$TT!E3oXtr_#JK&(Rpq)Q*-pAqS%g)
zjEs+t5Lh7Ki7Lw4K|BkEV+jvDS}kZ<Soe&Glp^tpLY$o#9T|K+I59fa_uxtY<EPAi
zuqFT(KtAX3)2oizZ!Hoh1;C;Ygc2h+3kr;d6d$mO)oHcdtf{AAd;(ms>_+Qm31dX-
z6jBT`RJX`=7~>rdJZ3}~To!DB4y@X2e!y8!^tlY5m97~F>ZAi8`LfL(UkT=5pczan
z9v@*wuge(;2Ef#;P<RyLib8xB_Jq-6wZbjOX793ENX{a;QVZ@dnyKE7(Th~7CX?xW
zKA%Zbhmnf}!}&~+$%jD>JrOVcX1zrd(D{jgPOX$HZBmhJzG@pR^RF(?ZeQG<oE{@Y
zQW!*6<Nj`UtJPo<gN4sq56QBW&%%hwBuG}KA-hH*>xYNuU1%2Dy-gIzTz+r6L-7!c
z<!Z59tJc=m()mIyoy^kfUCHJnesad{*m^>5Aj!vojpmISE}5M~4Ig8EUJ_v`WW}@y
z3oGdIQ0{3nW6qMBFsG}H4B=E0a-snw0<OeDg4bvk+)!#2sxG6Ko+)U7lEYDkQmD>y
z#<jUggI4Zx2!xra$4fpGVoBKJWf^6sw!rCF_Ac`?r6waD_H)+basfCFWNY7(M^q>d
z^gRZcuak-u3#@0E35nujyeD!vrj$abXJv)-Z+PD#G^LYEfxXb(gA)u`8GAflX&#H6
z1TKxGIK-SF0hjP9xYcqg)E&l6yr8sK*o6eV#fBQGRDwmdYPDRi*nJt~OO&x%G!)*+
zIP$r9^Qh%KUuLD;NvK9HQHn&+#(1^!V6f2BJH$Smivy|2Mx~XDQ+vi;!tSMZ&7c)@
zOzdQUXo;0_Ie1_7h>eZ5*-W~0bNvS5L?)IDIGirZ&FN+`nK;V-?ce_GkJHzOILv%-
zj~VArtGe~;?|)EB<VJ;p-Y&aVwH^q)y}9kw8l_}*t3q$i{=3(2F&u^cUQFL0?wxw2
z(;$!fkPL!UY^Q|6XCI4xV(EB1=pPIRyo1l4Ji7N4R6yS2WQhY#Jppxm;OtZIe6INH
zYAj;dIH%#}jhfVADn<mVYQR}6V7Ol8Op=EkQOH8G#&TcECyMD+3b;uo;@ZNy1+$BK
z$E{kXR$NQQywyTHvldFPhBNU9Z4-@hu98Ww27F{OU1rFTCK!B-Ubyr(^6Q7)I=qNn
z5?!EJ$;LtA=hh;JovqW}F2`nYVe28+R;_e#xJTn;t*}-vuJeaff;Efj-qyy=S+7~5
z4q&ZaNfUuQ*eOSSCiZ(^8ENjlKHl1_Br54}I^>Etjp?A<q*(leU%q~IwU2e5Cv80z
z{(t`cU);U8#CXrfiG(K2LEP6^96+T2A^6!xA2G?E9G@H>pHeZviMzg0q{*pFJ$5=x
zQ#O_cbStdvD_)O6w7?~k3Bkt5G(SJk_Xu~#%=joE1&)Mkp$IoSxDe35C<MYY162T^
z1h-C#fe<giJ6KFsTo6cKKDRH-%>r~7<O+XKqt==X2B2hX0Y3?D&Y@^_@B|<gpp{Z(
z$Px)Q5vU)@?ElB!do@X#pI3h0MG;bjKoKMc!1#9MeP&kr%u4UQ_uhM3nOWXfceU@H
zX)_*}1wnu-?vj+alDK=ZH%kR0mby`BL%P-PZG4K3n1}|Vr>CYmE6w{p|MQ&lJ96|N
z0V1(uKt6I93{b0ZYoK3QwM<Gv%8vsyGZiA60D{;OLqI$@+)t)bXV;G^)fUqcK-737
zNri|Egz5?%+)|I3w3m)+HQ)&5B^)wBR|vQv8zt5{Z0CL-?;^|~TD?Xe@c6hrapQnO
zhh8UIU1JZ(aapZkGrNT`39|>VGVTuIjrDgN2~PY*dWeYfNj5i`xLBd`_aZdOx3_t;
zt4k}G$r)e_S`udtHm!F*zjNy&qG6xS-?`1^@x#CT1;{Ut-J?}dRAeWi#WIu!?4gQK
zqvi%gGLg!1r^U`K4*sngLhAY!3rd^bJb!!c_9vf^ATetV=xIbFVOFrcMPV~&wBn5|
z+5m7-!UW@HrBTq#1)613qr_LEM&+QA34@S$lQq$zT&&z!SRqWx?PX<tX=8B}cG((r
zLK_=UDA{<fEiAJaB8>o)m4Lwft-E(Vy@g%hLIctkJJxONgp_--i)oZOUB&V6Ahmg%
zZZIa)tV4l-&Iu|3Dg}}n^J<j7=1>Ip5k5n1yOfln$nkz7p}<~=cL?J;^8<!Pfcex5
z@``ZHpz5)d$^xnA*BZHK6n1^1h%v#1q**CYjhsV%$tTk|#JCS~NA_B*Y|ywV^ELd2
zs0FV(2nCV|Om}n`RZ9YfWj2}R(rJNlIvhctAgQr8-9J1ys+TK+Ztwi;d_3B{xsNS#
z?_kE-e>A};Hk{08;vNpKE-xUh-hXg&xPSQNvlnN3hZyp&FU|pcJ$mr?;NS?_UJo>X
zsZh@4St&xOs8ySj-GhSzc9`chhT{R-9rcMC@zV21%7t7!8b3L{Aj#72bm;BkLDD)z
z;xQBsnGMEbJgt%dXCqt=;z7#9&JKMW^B#+MnVeXjPNM}q!F$!~5T*t+Mpkcbvx@^1
zdMu{^hIS10%vv5K%N->%iC)1nZU^(Z+oC54N%ojgo>Bk;t5FZCx*1I@9}DG$w3J!U
z+fymZl4w;xm7`?<a2CuH*dyCqG&rW*y^WYAc)esYT)e~sG-8pK=~~B!U7?k3;hc1k
zF<IXL_`t!LFY}YqRUk>JXpiT8##M-c+^F91*_>{p5zk4$Y4+N*J{zUsR?cs*F9Kda
zAijc7*KPy8A96Z{LOPp;{0MJL7MgfiLAr6uW4^cUC?T0Rk&k(nr~sp#OSFkvNW_Ix
zhLmKAm7}HaaCSBThX8ayi@%%CrNg1PKY-1Z)@(}dAm?+<BJBf-jz~Cu1_EE>-GgV(
zz8SW;ir1qobM44;Hbk@8XqVCJr|Ijxn`GX{2b@pj4=2aJ{pxEM3;~lNf=S!q$c5sU
zGkjmuex-FXo?aiFef#wftwyt)&-9@{px1E6(kXG&@6!E~Ns#l#?b&THE;SrR3uew*
zISWT%{_gGdm1U|2V}2{?KeT18*x3XPgIK(R?~*@s?ScGS(aJU$y}+*G3Tsp{;3kMG
zP6w^osC_sa9_$UN5ULeY04N5n5~CNNF&2oOdT!iC<|_1?X(p>_zX|xORuVw>#Y~K;
zrdwkq%aJushTYYCv{%cVPCMrZgPY5}UZcp7_Ha6&y!+wVY}}}{@`Yxx%zstO$9j$Y
z(+B6Hb`>TVGhU~bJ`zCsJw&tJP8nN%uLhKioK<z&EkC<CA9iX$Z-(9aHCo|bw_Qq>
zlc7?~oAFt)9-~9E{p$HcNceAGT<`TNxIq8z-~HSF`d|MGg^ygf$%L|G0R|5E8ivHi
z(!#HP{&S*SnM}S`?-F&Val6~9KYwz=`I^`e`V~tDjB^N97=a*F8W5`F+Zbin=I`pY
zGQCDlR2&@)rHBfT1V>DSi-<oHr=HKml!A#16nVt!WTndh2KN9OdC2S0O63+#*(@a!
zN$?KH9oXA($QKf6ABcOZ;^-^U8z?6Nzr^izbzzPD0-IC8AMQY2GtzJ*_`^51%xZ`e
z>_Ifl8z2!l>2saroV(4QORs0z2?j%8AGi{Gyn!uJ>N-ovABOkNQ62{r5LD@gh@GR2
zpVw+P>5b`hktq>!DbX%k0U=tziUho`S2KrE6%=Qb!uo<3h`@zqi%uVytHOp(rXteF
zEXVPepN0F$#`4O>${KsU9kqc`5Jr}OW#DcibkDJ}WCU7c+<I4mBp^(=ytBny2LXX!
zoysBpa|W}e)sOz-gM~Zykejf#Vas9E;o0!JeR3(yk20Qfh?0`kEuRyiml+Xgq*W=Q
z0o=`Z!&;9l_VF)2{MBFlk{AM*GG;2(I|3N!d#z>%Xog$@=v9V6YioTIOEW1sR0_l{
z3|&Oh7<lmf&)>egwy?IjxQ672*&gkY?d{qkO#zFv#vm*s4*;M*%EMqU-P*eK$;Zp{
za~7RZwkhGy@u4w|!y<skn+Q`F8jbh@xMHyAbARM^O_>XWZZ<{UCG)3HWGoQIiG&yx
z@sV9Nf=@@2q^6u7-=+r)D{PMNfcc#yWZkI{!2EC)hAKj;)0GUy68>nrR0SC*m~+A*
z-hN=gn&l$i>{2Sl3NqsHLl~ed$7iu5gF(AqpXGXEwN@y=@;J!$WFuj;O^k%yPMbwM
ztYE&+pwni<h<yw6#PQL|*~vMnMo_C~XQ#khMhsm2QLA1Dbj%#ptklN+0Xo&AhmYRA
z{R-aK{@%gO)q^8qj0Z>H>mTs@{UfHZtE(&M>8R6t<K5H46Z~VKIhetyG@`b<-x)l9
z^cdj_vVA#QIN8Hv-!0~Hr6L~?KdajZ_pdP+z`>)1kjc?(vLR3td03oZX8DM0Lw`EE
zcm`k&1-$pPYAuCqPOFuoPu_l@PRQV>MO&5~OTdFA9P?zvYBVr_G3^IkUbm4qm4-7B
z$14Fkfhg^Bg~)7Rs<WCY;YDu4Lcp~m<YM*UV;N`GBSC{UO_D%i`0{flHwtkWzEZZi
z20LQq-kfw}4Y(FjAW&L5rOb|?B^G0|M_adQWoE6Ch$3e$y+#8gLb<iZ`;~YmR57bb
z&&QQ(8k7|e!kvmi-PZ&r;<Kg#R%U&Qhd41&kP#CW(8hE!fr}5yR*ZfGxGHpU3HE!V
zO(#tCg1YM9r`X{K0cT;>syU7DSHtXLi|Q0Ij7r?YJWl)$jQvNm<1q{qV6yD2*$`7s
zN=*lJeVZA`EWR}uV(i3s6d?XKM#I_l)yqL^+Ai0Veo(7U3Xa*&9`7IiG=05~lg#`0
zn9+U?Mw1`EdgC_Z3eq~XnwZN|OP8C4ZarHYH@e5e$^Db7Z@>K=CqWR1bUik6G5pxH
z%LLrkY|NKS1dk79NvNLHYQ0>Ben44Ut6nC;G=JyT`qDzcX``r-9zn*82<8pHBjUHm
zqke#2Xy#hk7T|h?z+BY^FolL(IqD<Bu4*ZD0K^dM)Uduk>r6+DMkx)+0d{?-nrl}J
zc)gm{-2SL}Flw~Q$z~-n>=Z{GQtE{DYLk9#*sd~4HOj!B_4MWBVlGM{$L;*MTf!vI
zG<SA5xjviiwn{Uq!&8w)o^M;5VhE`gAOdkAZ4}Z(DF<yFV%aaAT+;A(H0glTXDX`|
zauBqKjlymtd$Pa#?9qLeo84vsPRDe&1z$hmv8Md?q}LpGXdF7(_itWa9*m#gKe?Fo
z16KXj*~x$VZ~ynz<r#=(>@+by#+V2vTFQ49Zhyi`tKaEze&63adiI1U<oRxofakc5
zV=ErRVn>A#L~DU-YBC5XO}PwjlSL)5s04C8Y#&b3+!KRXq``j)**b93)Me767Djjp
zy1_K@3(St6>oBD}SaDe&u#AgFSRMOWI^l!LWpiHAYN>2Cn#Eqh6&L^`<S>>z3@7Z8
zycTlq9?|9&t}ct&LL!ecT---%EWbqL?3f=Qe?r018ntTB>r4v_HVjUQMDp<LED}xL
z`~2?e()v0%!o_7B0V~8btx&PUIEfbv^ETOfV5j5|BjGp{2oPfIpwNE=z65`TSW3gS
zPHTo^58su2A8Rj`HCo_`8ZF^IjKsj?CAg<V^uehJn$cLYwzvXRmL?Om5<7{&Rs~E-
zq94!m7F$lS(A&7SxU@3Au(h&AJ-4t7HJY%pGs&>H<mAo|xOD5@pZ^d4qnOa8R7w{l
zlME6BC^G``NE`@g0w_r)1H?hhQ>bOZ&qGIyLc<WHqG`y4>zQH*=gR!@=O2B-ScRP#
zv5r@Y{w10K=|AGBV2~4S664%rH-xF4ftGK$x<upT`qm0V;4+bccO^%wh<KX|i;~qf
zDa`(bh2{DAt+kcqg?ZANR3ITXlAXk^hH3}v9yN@%K32M9?#u=q`Or)(Q7)9aZP<M&
zmdF}Ph}O55$qBT!TTPk)+3`gqQBtvpPE2S47pEm61{C=L)fCvC;#JO200HO$lryk}
z+@2V9LpEp3=V$*_%cPKN3du}5oG7Mp<5n}`@vvbefrnxla@m-^U^(Z4SfhZSV+M;=
zK%)?@<p^LhSJ|Njywt;IP>DGhD5cqS67Rgg(E`ICfn^u%w{R$+5T|Gzy1BYJ6qK&<
zQ~-hvE0rp_#Zj-%E>b|^_xb{$elWbEoRKcZy~Euhw3)qQ8nfZE?jN3<USQYXpX{9-
zpJC}2?EAeQgBh7evMLYm-|u$l{pvQVb#|L9Eg9{awZ?>R+o%4h4o;6}vRufs$8S`s
z*?5wfKODwKnTB4AvIWs$ZFPNf1IHKnK^^IDEcZIC#>$&V&s@%u9ZNYh1u><KjItKJ
zmBzMMI7u=EXCQn(D%<!7ATha!N@}rpf}x;K(}aYMxP*#`ENRoJ6L4afXmB7nZ7^!s
zZqs4S_CXkWEZ7ufd@UPH5)H($mEtXat=zi<O$+-XK755}-Aw*bC52o8l1RxMs8Jde
zVjoaH`c1b)7ytsaNt$VHHIT2g>D3H%oXa?)!P%ly2r6JPnSk(UC(;NkE*t@M2vDVz
zD{-5kS}WoYru@FB%MQehtShy2L3$o7Bs5(hBgjkhJuN#bR6drZFurtDY*WhwRz`v0
zZ38V^Bjfqe&;fcnJLuPG@g=Vt5uRv|C+KivW5zkg%F@QB5`P*LKpFD4WVb)PK6^^R
zZ@1D4IlX?XBV_kPoUX&!!B5lI`#8zGkB|Aq%?&`DKmO)Bisl`9lSQowTJ5a@YraXV
z*qF9^du@#9mtTJQ{euUO>!mX9>Q*tC3_25jIDY8KJ1AhCTD6kT=TgZ*r%6Y!$7aRp
zakw{LCki!pTO|=;eFE;2q*xcDiA~3z64;N^iVH%k5^r#NBB5i{Dt#VDJ`)3{-Dwtk
z-D<N|Y}X3CW@W;Wrq@6LdU$mT&TG`Eb(^I_Oj@mCyHUiD4={)}qFy~$OtH?07t_IU
zr!*7D5?mrHey0^4RypmfW_<NR1Uf5o7j~})XOoBL6X^Hps24qLHfZmU2~G}4PW762
z##&Q6V9jzN6KPd42jkA+q<{ZxA4C4}Z1m*n^yXym`e=93DcxKgc5B7B-$?;eJ{M#8
z5VY@vY&$8REojkr4H5>w-@bW#K50EY-+y>A$%mY^T=M_>fB&C9{^76KP~cMnwvdh`
zd~P=~$It%z|Bjv1bhP{Uh6=eUSMMh`*Oxd?sx>yed!sI0=WyMfHpo9rHQ2&s^vtS6
z8)ntE;PFyO@qQyWk@5-HZTL%}2sZL%Nbl^nD9)zPFcrbAm+myGPAg|dC-auuY$a}n
zlF;jQJT8w>XNiPZHhS=x;1jbL?M|y3hYxNOjQwaq&?7($xs9fv(+kYO?ewC+QKt(d
z3*rGiJ2o4aVG2eBf;|>2+&j=DDTc$2&O?6k{Q0*({D8-K@$LdnB&k%jvbcg86Y)j7
zc8_I;^p@H0@iKJzU7%bQ{MBv;kzCe#R*2y5uv$ulvTd;xxd5o?()>M#*#PF3l0>m+
zn^gvKnMAa0#VVphf+HXgpJH1flVZpZfFAOAFuK5!-4K?NB4#QUK=2l5oP^teXogxP
z7vX}zk!})iY?3u#z(DvyxVZK4r}9n7=fD2=FaPZ4c*d|u;m>DXs8=XiYQ#bmmWQkc
zI;4~aosNkP7zGu61l*i9cgPpQMUSD&gbXMW5hTP2$C&!jFMr9mh2O>4!^^iJIQh4j
z({?n<m8AvH_sn?UQhB;eJBF3T#ci>O$qI!E7uo9a>J~r6+QzytE+XqKFU;LrU0Q}m
z!3;*15QZE+h)Z+JxU=W(-n;$TErwNYKtv|N#KBZ&f6aJPE->=M8?^@GB@-jE46hX4
zyf<IHJ~%qaW-|_}m1Zjzi*Qazi<Gi?ma0Lo-{<i<%ogDJ3K?YqcyfehPcjjh5W-$R
zV?RAFShAUyvWY|@7_Jpc*;tf6L2gAkujVtgJUvFN8qL`dbaP{#3<e#h9w$_UOe91u
z5@Cm9RI5^=j}P~b({841>-dOlBc-K-I<2Mo0>u7)vkCXUTqsliSjrYUjV=IuEMC=0
z8PEiu<|FuD)C(cjk9Yf>-qV*~oSdCcCwtfDSJiwO-WP%x0~@8HlmvC^_5Cpnnkk^L
zdb!8|HXV&I<agSzERKP%_Pc{>wQ+QKIv&vZ*gc%>71LCD@wo}I;q0~>`AlkmGCi0~
z3u#yrQ6^jD9L@#25L66+&Sk0nC*-@0Ay}g#27=D3f*oqL@QL9M$*Kf>Z0Cs8Sg;Df
zkl>>MCXr|)qc79`HZT3k3Qs0VxC?oWv?K3$r2?7D2Ypqo6y^|@EgtXyOv8zXY|iG9
zRULC0p9}OWla4j6gO^0LEk-Y;DxM{sfVGFUzrC#%Z4$xNNVeGenMn%h4fyRtc-gll
zPMh$$gTp}8!iWz*)@j0(r=ijW;GWG+j4+NK?u0&KfJ|biypqS34*9{{2!2#zn?Aww
zK=LB)apLj{I;}DMuNtM-Y~;-Vi;P{W6$MScjjNwvxJ9S8>xi{TAYKq&hIC;fW3w#+
z5?#u~PG++qohR8`5i@Hj2(csxA;-jEY2!+SFlf`t;i*x#A=?yR9Uk4BTuyuY{aTmJ
zW7y@7I0MXJfVY2|zTU@4=6!t3=RlO|6{fE+?nE=aTpG90&?{9Ah6i}q*|{C`$2icR
zK7D(Bc1?F%GAdMT=fbXl4coId<TlmwXd{Vot^|#$*RFM%jfemlwx1qNxE3tjy#>)L
z9&%?>Y&HCV!Z3Yxpb%CHF%BnSS6M(x#6ZAF{aG<p?#OA1&8K4+b<2hHu-6=bB5JZt
zz{ENnk9)hr_H@)4bgFb}*D9%DzgaEjd!6QZ&`pE`^jR~8F-=vnkxDM!tCt&;@dP~)
zm${VmGkP^j33i(8Mgc3=(WrX4-==biuY}=`t9;UH)^e$Ct;Qj`l1+3Pm3{}GRe*u*
zXa>ly3SkU5#onlg5Z13|P9~j4=hMAm4el$OQC6J92ST9rz2>CfhWr(^=~zB}`|AGd
zM+c9NM-L81>^#S{l-H#G5C6-*|A)W(chtjS(stRbDRe21mlNmD|LkWRfzK~42vQ~E
zaTXt-9q9`m^+7lupC9hmiX|xSq|~`i3rj}1)S=hGrp9=q5Kg0d7lMRZtKF7jVRe}e
z*;oijHCc7mj?5?6GswBKZ4`b+c>6y5%(k%CP0yNKs=&2^xdTQHttc6w7AQm{m1v9e
z_&BF?ynW~A$0H0r)J}^H-V==!1caKc1BE_jlS8Z0Z7i>=DSh*J^*biO*J?3WNIBg-
z%!G@#?^Mc_R;#Oq39r&(KHpm32n55~bcQDAh&O~+gajo&83|1`hUB5}coVE+z+ekW
zeYDx=(QBAMR>|DqX2K_9!_2QxvX&*8&es#F0=U6G5m8PdI7GH2A`xp5zLFy|yF6TN
zn4nAs<MQG%t}vYNP%My}U@i%st2Mw`o5B$uXurvbu(P@_&#sew5W^VuHevU7Z}F24
ze)aR8{S2TM$9#ZV8igFbw^q)!$ihs8aD;gtC*He%v{F03^9ed5h3DMO<JVFWB&55D
z^Q-Z3>31~xwUxDdpWnIr>F4VU3y?10xZ>?67K{y!>_2WRIF@38E=%$EDstT7+&$&C
zT(6`tSS)_0qTu;op}lc=8O4k#i%FQ^040ya1Xuy{HDpC;uDo~a4m=HZub{);jmQR8
zexOa;wR){m#aft7<mhi<R_8{K-Z)_%neDk;a2~WM5`LTApx$BCMMEfbF9u@t4Lon4
z(zqv*<wTreq3JZ3__hRYVgwc)LK^~;ywL0Hc7aJp(TWCq09UEuray@1gl~)UCrc$+
zB#g81PZJt=uN+22r(LIz(niExG{V`yZo5PcrYdMQ1*O2`MREMF!_jHds*s}@fJ{c<
z!Z$zc^baR9qLhaR`<U&?Ikqb0UcH7eh4sGQ>7SmR&x9VvYNOKN`qFJtkljC+O~KC+
zQRD-Nk^W$IbOKeZ`=@`kcYb!!>y6Th%yf5u*hfYiKti64F!7H_%3#an@qpRrbdk$C
zlVK0@f2CL^Xb4`9sEZKLFk4BTpl6afHRu`YWxQE;Ky`@Le3+d)R+(fg%*^Swdz=;m
zjNt%u4HtF|Hq$&gEbdv3Gg47_2wepKIsPzEDtyG4&;qc1_{%Vmc-@3a@qJP826qNe
zAs`wYVPV3KW&`cp!u*C0!Hb`r;H4-Q^@}%_d0T8O-UBG1*xDim&oxB1Em3Z+8C44U
zvIS92F4s!7t%CJkWit}J!H~bn`hQ2d%>{vT8V73RG>Zi!8)!f?-JNh=xq6t`qB>k0
zPk>jz%pnI#l}7Jfw-l|E3BQ}bBNgv7NJ8yrx5CcRW!5<injjYfJy#^6*(O$p9P==G
za;M-~aC0n?@}^(HB$kW?VBO=ouViv8yOVx@HbUnbeM44Z^fH?1$E4&Hj~!_Oeqvxj
zH-O;!lTM|P3Pj@cPFP(byOWNCpQf+(aguo-A2VU{X(Rvr7tit`e*obc46?<P4g?QJ
z`v;?0t5~77daplu{^Uz)(Vzp72P`K1#i);Kae@KEZwtF@g(Qr`L>^>7HU%C5s32Wq
zSl_Fq49mxRpMOkkYQ37Pl=ARBQvqi&9R;(3MurA%#O$)Ufq3qBl5{iR0wsqI{HL5x
zw`!$YIkPwJf<i?HBkebU({(hR?RJL!`gl-l*GZb!XxP~u_NmRq#D(AnS19wYWtJU9
zCIM{0mkgjP8z|c*bXm*Cn@oziSi71Tw{qCPCSCCO6~Gq!XmG&ji0n7Zt!n=K7%F3L
zGH6p7*{x?z_DA_x0KILD3O8u6d>pqb%|h~IxApuQL2Ph1Z4cXJOc7?SjN>|P7(VQH
zDFBiE$AA38mk;+Jos5o0&9g~++RXV)>gSKH|MP$TPxJ>N+JI0aU&gr@jpfsiKN`?>
zj4@@<y`jeB_y7Pmw&W%Vqb^8|9%p>+QHVSilfmz$vPqBC3e99|c}=voh5BXF8Jq^p
zLpqgMEI`s3f>nZ}3H`*VQE~~zVgy|Q!%{jFc3~Rv`&e`E`qKv$4#zZV4P8Hkya)YG
zIOvT-YxTH5lL<*y;mB;mdMz}G$dzUdiKl=`W5MQ)y_ewzem-S|%uZ&L9n&j7RHxa^
zz@P-*Es{cCCuheI7LPs1BbiK1_zMy~2XH1s_JdfMjH(^(-F~;<s<)}PRXUX()hGdq
zGvLEEL(+?$L%9B;O|eQCrLZ||5NX5}5_E+WA_^9PNa!)W6Q_lvv;mzSgg&Mzhz)8j
z`9T@QC?fHn8j3+_!Q*0p<h!j>(FlCQV#Co5QvyR5RC(OU-1CtsAl$xlM@v><HQbxK
z^~q<y{PVx~<X6Aafc6Krwxff^K^F>lRcu{2%~)kBB>?|5;7OTUNs7VRLMMc($8HYq
zG?)tv)wq2KS)dP~uz?mwCuH^c`G+6f`Q&ppl3*N|!5C(kzP46Zu;j?L<yM_}9f4~V
zg=+x|J<xlYw5&c^mD0k)@|S&(&_{W9Zh2v8lkL{(7XBj070Yw;XpeM-fAHr&=k<cg
z#)yTQL4FW>RV`Q87mVnWMzsY>m*o+gN?>0OhX?oxfV6zBNOpki2KI8MVy~0;l@-Gk
z<>m;6cm+`lng5Yi;GeL?rrH3XJW>f|qw!#fKZypY1f@7T!(<f?1UVH!lc?nK4Q%Q0
z1do9~DP>a(7(R!CCL>%5alfyW6k1@MCcV!_|B;Q>NCLK$ZBaXabbQoowxPnd>aFA1
zL8k_8pkK<-`r1Aw!8oJwaR!3*_~00*RHxk`FWfAZ(B~<6r2S{m?Zd8z6fqf1j}K^v
zoUrTX7f@CP%XYJg>1)jAumk36e0h3uc6xete0qKYmEyWtCmq~6IX>r45|P;cc*f=t
zn?otX_AJbPjoPMmt;TK=$3Bx11KXfK3Hw8Cmq&<8tgmANvs+CH*|y2ZkqdGHRSOce
zQU;fWV*-g+lrQ4NtQ66>P=F~hje1>d3?XYFrE;#pAx6rW&lSuRZ0Z=Iu#WJR@30RT
z<MH6Ztgr}OR%SiNVTcV}wuNXR+g`H~M>=RhaHLEpW{as(t4g<470^}g-7%<?P6jPF
zCzOq%k&39Xrbv``^`?bn#l||Uo9&e~vucNNP9ff6{YUbeEF{wr{za?;eox@tkwFd2
z&}(<#Sm5x2dCzZU^<lw^mW;(+Ku*eKuiXNG2qHZ~y$6v~pu!R<5(-1HthkL@uL%Ge
zaV>`xx1UU8P|LJR5qcdDo-6>RpV(J|ZZig$)4l1q(=U?JX7q|f=Jiut%OJ>;!{-b3
zjsPfAD>)GBRjMZ>F7^**{oQ`8oeYFy9v^+*VY~hLqbE#X@8hlfr^o!>Jp;{L?x<IJ
zetn4`jPcT>lJgNLC$gv0Bi87rgtLdUv;EVTPhK7!9;V~rel=Z<d(%FOdz?Nqp9^Cq
z<RJn{Wjxm?6qV6n*sM26*2Mj;PNU?sndUzKloT^18Q8{}`BX9H1I|z_0HSdFD8^y>
z!hyQJY}vshv@OulogO$p^>PmXJf{A7A=R!GoAq+FT0WTU9?ixlIK9xF(DX-tlES*v
z@c<fFuUVe$4&ZgMKfv~1tCxF}-L~uT03y7ewP3TFCyU;xml~y1vy>dSOJ{rCbJV?d
zwJjtiYxP2+Tg!DDS-fFa$CLe0Yj@DZ`Crb(ptG`hj0Zit{YJZ*qrhm;C>#!(=hM#V
zr2XJ@crt6fdUnlYi-o=1x}YmZeU4Ypu73CZt0(7^(^2)oVSm3<8rO6C{c0}kWPkdv
z|N1Z2*B7k+Dup};XEs(sKaOm>-Dw^k&hB4RankNKo4sa>L;c0cMKYf3wVDp25%+RD
z7{$3tI2{WvbHduf;>z3{ta!41+@746FW9C*TL9Xllyl+4k&d^-=k?|DCHVF{4O}F_
zIzfG>tdoI3uQSu&$31g2XqikpazY$hy(k{k$r+4*6li$?gibH8-$z)|OLrlig9t$(
zUjlZwcxy{AO>J&%ERe#JL0}Mgp3AF@G16@r#nvb=0$0IckV}>9#qiQ=lx!{JTZ=2`
zR1Uj?1GG_Xlx&D`jNn~oLn>JpJ8WJiM-&5CSUQa^7>tsr1D^#wh!qbQQqq59*#+je
z$^g`h%_es%omMLW5)Q7^py%R`aKxZRl2J(H*$}~Yg!G)rfO;koNwUebR=vXjhWi~A
zizkXIYHl)YD$$_8R|+6ht=8-ItS<}w;G2sp{7}F6vp@UzgAds5A>lFa83kshl0<;Z
zLAjEazY$hBzZ?c4do18Qyadn^V0zQ6r;-bIIYN=yG>#x6(KfPg*w5sG-D?#t0d}%q
z{l#ArsMNB|lz<*n^3CVbwN}^O;q+G+BN0z9(E;9v?}5N|@7BG$pWQWRbbOy>p@5P;
zq(x$zh#9a|*Oph-*hQ|c$v5HC?#MT#4)`2WnNFd`<(`klSUxh4APO~WHQ;R6q2Iaj
zJ@IIYx^^h1IKF7yW3h;w#q`c73*Z9kFHC%o6=P=vryn2-+;O}FFmi=PLLK^{J{5^t
zw0g!`R@L!<kF;YWU%-M$eM2@D2fBi0f-4E31n4@d2n(Z1CYz1~<FG-gl){DRaxxEu
zSwu!cNW1XWHy4+i_4>`Dn|!WND%NV{Mis<XzJlYc(}KuSos0x7Jy#^~5f|s@bk-jp
zongY~nsIh|(r#9UM4LM_Xw)g!Mk}K&h)^WkL!>`)F2}Q3t5l{KVt+aV1$K3Mc6xM#
z4}Z41_w3QLt8-y0o9#gtn=yS2d*h?MLk0=H1C$JQ`lN`ff+3AKIBg(+dIEt!v{8o@
zmO>>)xW;)%B?U<ewGt}t2B`->n{_e_ygh8RZZm5MJ8PsJiYL4-FQ!Dl-3dOFa!|<j
z0Z#z%uU@G|dt{z7s@VyuXwlV!9MNb>$+%7-g9^y&g#v{d#y6+mrx5qSzzM)#HR)49
zKc_PW`**$88m8+~r6yWik*=>oV_@!rEC;fW5QhnynrM@`#h_w^twut1B0YoE+uBr%
zsDp%`%-VuC!xkbrVj8kIQ2j)}WrTsxk7GjV@<Pl2OGu(8;H3Ho%7h)`rQaVK_PR)6
z33As~Ges&Po7HbN5mAVvHCxR{-ae}V!#utemsyKOM<m8Xcd*Yc+ui`{jf7<(WwW*A
zw(fAUKAn#Dap-kg3D%C`5H(DM7hF~=-FB>Z!Gh^k+gQl-8nk-t!z<v~vjb?WH0Alj
zQ9h)w?w$76&z}D@eZ6;M%zOHP30a?xhp(T%L2<ItfubjJVyGlCy(+ao^}YV|<--?m
zU%Y+$;?>2;X&%2;+*eKdvLQcUx*~f%tDe(u5_hA;fCx|FV=<TQv|!H@Ehm>}iiLw1
z@0ai1Mjx(W;12oHA$KI`9u2#tJpbh4;)35^Bj3V83CfuG9(WuwJA@X)ep|?I&n81m
zP~$#_-Rdb^9?q>Dz=oA+uX!TW-R^ZDwv@8WRIOTJcL3YIFk<NH)(6N$&HAX{z?@$x
zW@(c<Jv(^(_!^=-cxQHnlR@L*eUgiq@JIW*qk{=c#Zsr5;olPm1c`sLKRh|uy}3Rc
z_8Nn3{pRZA^k8;#adLG$Jsh{NmL2Ujp;esB`cH&vq3+pU|Lx1`XHU+aKDl^svG>E<
zr+@!9zj^cYY9D#6p1<DjGwAMhN+;7!Ef>khga7g`|NPg#{}Cr?JQl~S%e9pFncHEf
z_h&d55U<LjJMh0`jM5+WEahUJ;Q=l*`aB0=bbgN&f6?~l3N12=&<0lK=D8QcHs|Qd
z<&l)4QZNy%;=<)PiAv^nxt_mxd2(_d3P#B5SL+Rn%_);AF>bk>(95ITbAx^c7JRrk
ze^j8V@%A8Fk-*}1&j6!RYCUcM_&V&|oZ?wlLZf=8MB&Z=3QAGqBF(qxNE)SptQT*I
zR7!G*JM@nL7iH%q6VsE+QQEM%Dwb|Ylw086quETBIR}O+cWt(vAh1M>%PdnUvH`OI
zQ!A6mvIsMPb)|Zjvc>iFO0mM&LynJ&xy|I#sC3ja3Umb=za}God%B3xwGe6q6PH9n
zK_nMp6hGpDOnTrK$QN*4z+QzI#X<w2Oe&V7Q^4C-5qSV=;n7-MSXj7w7eRv?0+zO=
zJ9CS7=5Bxb*+(Dza{ksG23n(mNfoR7mQo=%8jRpH5eB(|f}wyB0m4hR1;@;d^@TMe
zu}Tj9n59{6!lh&&Ap}QofNpD^ZKu`27|c&CUR{-}t>63X_J@D@>y4##`4#|J#me$3
z_iKP2&{MJ4@%%%JqOcNt1c}at+Y6EnDX=e+j{sLW)2u9#aag?rnrvxRyvCTiu9ndV
zBL!Xoj+NUqejzdf3{H83f<T~FD)S~Rz?`qwm`lJ-kgnxEMQ^hZ3E>ISYCZ7cK+c*7
zd%zypLXCh5!cv><Ck>crZkYeo+sMCqhUbvSPX>olh5#JPNQ_2!mOduJAf&33nQEa7
zN{Wmmn{k|(#D1Z7u~FhV$%I1rXc&nGxGOi%3|UM!M)BYd1yUxo@epGw{R_-aad>s1
zc)Lo<hpw{*^k6znSs*esjeDrX=vrgOtNs0>R)adF&Zvt5);lM!cz!nMcKEmKTLIsL
zVI>I6rGqj`Djf%{_PC7}p6|6<P+Olpc{U#Ia&Pap2B7t4ySoQ7MCdM;q}iB$*u#VI
zq*kmY!a$*m*yrBanPNP)SSUd$7$r)T5~F3=?+qrRX`{xV!`w$*CtGZhlz0o)zKzvI
zP+cYiISX8l2HqR*w*2%#uo-uQ`3(mM>ljHi@b2e~hJwwr5p;mGaw7~<R^+#vY2Rd6
zig{cqOblid$|1=|`bT)r(_QW|Ydj{E#|(PW3yp_xIx;n>7TUKsA6YGSW@gTDK=Z&d
z$kx_05|Ld;#iT*6kbqQ0eA9D|lZi~qZM$B@Mvq9QpF@*ST20(l#lZ?cs*6m7bTdLm
zQARyIi+cwJWJaY53l^^|a4@$8fLq*Ug282BEz4+~;7rJ!!sAJ}JxMPblq=x0BZ3h_
z0zS`wg`{Q^K4k`O71Y>MUj(_2zm9+p^%!`EV-aN4@bSCps|mF(j=eBQjXS3vbX4v{
zxIZzoVQ%4~#@UR4?%Crn_XdN*@wA#O#N44EmU|b`OV@XAzxrwVdQXR$_wHf;@YN3o
zqx~08zRJbZ4uDPu9UJ<zFVHPF#;sv1&)Cpm`S|?7Bf5C-1{AY#!J9#=px=v-MN$R;
zH9&ic9ysMq1|#lq7{i;m@Dp*JlKYw#1p24H`o+Snk3k1!P-`5PQZX|ewA0Bbh25Nz
z9A^4)V2*F?NLLMNiN|H~IQ7*6>o{i`s<qF7_kP%|HEKo7UGL-|su<h-T5iy)a)rfs
z&pZb7o?RiX+E%qP>UYl14x7y?3k~{l`NyM!X{B03+sdXxm12tjWYn)det7ocIepF~
z)e*GHyO{Z_C|db;rBKZ!L2U6&Xw+q*J2{**Yk4A7mq+{KPW|Fw^5ArDf7IC>z|}8Z
z9Pi&;96dbWJK5_!yx?DrPG;?|Utaz8&7-fMU*DWe?jMc$|AT&czny=0G`ide?@FxG
z{Ez?exBu6_{+}+FlLIfQc3PaMP9%7k&lHBk-J2&bCbI+D=qe>a$0KBwO2i7ORMg`w
z@jJW@I;c1fJWsL>tV$cAm35O+sTPaxetL`b6K7S-B}`w4GxWC5K!mcU*cM3I$w;)A
z%fEU3<^TM5fB)o*uZq>C0ySoRlQ{~`Co)tjl_8}S4+ZFt<B*P4Bbd)OHz}kOrZTFV
zg@RxMsY8B|;3B5S)S;BCQCh4FGFlAqF1O7A8Iq$t7F>Kv5ZXDv3OrS`8X=rW!yWOd
zZ7eHH9Ynp@yMbek!Tzzklp?7~sTP)EQQlt;jLI0onE>&Dqe=<d7IrVAO}Ry>3Z{DX
z_LgjGT>>SE&LHd|7+^5HL!iYw0}P*GV|{4}$GA?T-dx*Y9#hNJs9~$iD-h`!OL+X)
zz}}TV>X;aD(bHu~@gf#|^d;I0vEDH7@W|=w!PE80uYUdEFFs&H3WI|C8*?U8F$0+2
z7jjss(+V<MvQAMz7{f}bCb6$qZYvmdSWPnc;dr;}4JM^#ZEnGeLZ*Of<$!vjAy_KG
zBPT^P;D?3G56J6-pZ!lC|KeA3pWOxhN@jE6_FcY!W^e+e%!jbc5V$~0Y_4pO#3bGb
zsY8TDx3ano%X4Xg`EYwfETsc;WsOJ3JPC#4_NSjRt`m7<Z%8Z-&lS8QjDM{<;N;4%
z(*p(-3;2<tJT^x>6z$X-nM8uk5eq?`LgfJ~VWO0f+qVuQoX_dEqcUn)uv)OjDa3N7
zL4F)wP`P*m%6W`-92ZE{Xetyz3d4xROcjKL$z&A?mecW0r33}EQ7pJDCc&!Y^M>p;
zjMI?5*o-5M=4gfw1bH8TCV)hN%`8Q94gibYQ!iG5NYJZ@)4rT5(00w}_2S9XcCA?}
zRH}vIWHKq_bNKTGMZK8Y9S&Z-e%);~__$Fnu|FfH*u{$oDFU!?r%~UZ?l-H=b{+SA
zvD@u|_PV;fKkAR}U)(R{$}n9SO{tyb7k*TdKgY9aK22A64`V<w%C)7-hSBTr0<!ix
zJ;-0hbdK+qj3;otIV?`nC0ZFOj#MdF6D8~rX<g?)5em4e8U^phIvDT*(N5Z{5xUtN
z@)_ie#<m&-DIe#<?AGmQ!Z4b5ltCQjN@gKSx5Yt+m8$`5iREORr;b%4I95DY^jt74
zCt`SYnSK@72<>LUcqnGmTj&wMNQOHLi2c3KKO^TTY`Ql$%?g!4E_4a)NH>jY6(39}
z`fl>lT0U_qL4DQ;)dmcNz`@YF*l!Zw5RfAlh^aeqA31Ip^(7=319oTF>7^nZv7PD!
z2JfH?YKa><O|R1nyM4@Eyh-9PbzKf7E^LA{4Z%JNW7*Pbtvc|<0_%qBj!`AGsAOo_
zTDb(d58A3%0RPDmW}8gWQ!Kb+x`HdIG#OaXwNzdbljO-^Kt;GSYe*%_`MpJNdHm?@
z*}=)QH*6NF5f>i;SHR&;_<eu){qKL8zTUer<~@DD$5V{thi||9O|w+jNkwjx7Mn{Z
z7;0pTy-KrRZcdsM$4|d__z)6%IN-v6RnBM0FtSA8!pMElj?L1j3fgsWiO&vCad+U~
zXxGa0yD?aiXr_2bDHYxR<ku_rZu#uCCNT9v9uh<{7Az)XbiZNUH)*!jQt+5`tZZ70
zN*s_L%29M0R4|}4v>UNB9CWMWzOXm!)hlR6-Ab}o%>s_76(QIcPiNg-fn7f!v{=a}
zX1m=}YHrU?`htI|+pL$M@aL&3DkO*uHA=aQlgZ`z?Ag=%6t-QQAJSeF4>~+ntx+X*
zne|LTxSgmL22RG$TP<Yztumn3W+^vllv##C2|J}*cXx1ky!Yth`0{WH8z1o3<<WT3
zE@B2dV7fb-ym)Z@`pM<-u(sFE?|1Wu-SXM6eMR~z9}PJSU%!6#fBbKM=W&DgHWsp3
zY;mljydLk_(aE6Kzr4D}c`}=fkrKyjM}}QeRJe=lrIOoXP6Rv~t4l`x&f3DfRiiP;
z6!Hzx*3yz-8fWy{(GccWO2l}f@#g?4)X1P<Q7=Ftnwt_v0GL6$JK~GZru)f6nu!ZR
zgDhS!;KNTv*hnWh^L>I%oe-r`!Q7=IaLA>V>)8(DgwV9e3Qx2lRGe@t*;v~kleo1m
zqB=+LmV3SH3(KVWpg=Ij@C$&a%WR_p33<w9(qj+;P_V;rs8So@OekQy({^pvE8&!q
zi?<R6<noTK9j+H5TR0feX?J82DJC(cR04}kr_c%%G9w9nHeztQ2q#L2cA_$A<P`8q
zkgAx$$TLE_!n?)8_WQhyqs%bSw-`{t(WBb&=Zq*wY8cFzudt#a%|RSxVB>2*nc>KT
z2F46Pt^`8J!tHy1`LjPm`vOdXRAtcYtS&4H0e>SF9+OdvLT5w^f(?mLiU|UOnOb;w
zI#{x3jGV%?;4(HP)F$#ZLh_M-zEEr=LK%avq1cuPh2$~?ZY~jcv87db5g-1=FZji@
zhVTXHYkhu6*f~;>w7yP4bN<dfKx#0TR_EszZrz#x?6#7UzKs>2yTZ>xF7h2iV{KuH
zSA@HyWMlm<<=|p5yJ=V<@Ki}7rsJt{o;YH@k}FiQ0^0=CD%?~Ex=@q}05a1;8VL!R
z8W+1HykWdFL}C#_G1zc}#=3@xhx`SpgV$Y%;DL)p@sr6pi{;`39fR}>kimq3&+VJ4
zN@l-z&Tz`eJY{6ZKp-0paVX10BPqY1t*2v0O?(ej1wlx93rtEmM+|ns)p8M#soTL?
z&5K^gWvNrG&HDX*vqdar(CSWyGfrdOMx)(o<Z@Yhf~tiq<l?Wtp;_o{uiYx7Q)~&L
za*anrq5&m@uX_EEP~?<U&9K+$!@8$v71fLS?8$IC?(cS*UDS7ucqa!_jADp&<fD&g
zOlz%9y)A@+8tsTbTu5cHx?#TO6V$5IlJwF0B5EZi)HEh27;kvDZ*6SoceFV76x%8T
z+h@DO=XK)yLLlYs;?Qf&Dy2=M#s^DfIiDB2@^}m~i8w|klBD#p8gWyJHn73#g;oV6
z2GAH<p-w~g&|^1y?Lfn*`ymry5&AE7G=*#oNMp!u;e>!;FBPSBEz66GzQpE!V`&b~
z9RO9vbd5x!LCln?W$T-~NeK4hU8E6-l_6P2JodZ+%v7e5P1YKSy6`U2W2vIvkvuHk
z5f~J9Gxb80DDbKG*?sv~ns_Ex6}H%%<9x_qI%6~t9*-totDU(kV7G>ePzt)7ivS}u
zX<qaIdL6?j>^?1_0)<H}M^z&Li=;-h6ALT$IIU7fqLOwMPOgWuqe*X6%NEmNp+KDf
z$0*43#oLUfCGs7^Bn{(?Z8p8}`s&r`^kUK()pJz>k1<~$9tfc-{Qlqk_NVFVJsoD=
zyN8{LWctnV+b_Nyw)$3$)@#)INXZ35;O<-b(y-E+v`2@d+5O|Qd@98#RV^lpP&@se
z5C=JzEgEz~{qo^3P|GP#CDFXUyUQ^MNtp~0^{IrCvMCC?$iSEv@7-FwdyA%Bwv)X<
zKb=aHvnhO}^pWV4!2LFz7GTa&mla#7SuWo;8#SO1qCsCa1u85+uQv%j*bdm;4|kjU
zquTzcPGAv_)^q>?wFdZf*sL5*hqMT_%9(@d@bGBATCI>YAES|#^2Hq9up+%?lV0oD
z<I9`-hmRgzzIgG3I>k4yp6rgh@U)iheD={VKe&JY;_X*oJbrjtt#GuiBx1OQSq>J3
z#=5W%oELGLOfnMmxq$y4@3!~Bf;G#BlL7nCi~Z5Tpw1$a|391cZcb*WlP)BhaU**^
z8=UTT&&JJuDayS1?D6%FKYoYik2AcO&32k~WEP(fX!EoS?_yUl+hgv^reYKF@vR!z
z)lR+GDCLup2=yPBs4&ioH#fN9Zp<xFJY>~SVS*H|p_>_^sZK=?k-=;8MEr=9yktIL
z*pyr&Vqkkthf_9ggIa4bTZjZhs2Ly{+-_I7K<_r2WHUEF_8`b&%w50)c$}0Wz>VZ4
zO9Kw07mGi^m~C?jF!@apBrdT?Hg^Y2Muf?hi#9L^wUio~?U2)f;KOu*RYQu%w!N)a
z$c52jaTy$|!)RrzXoIl0V*v;cB0lI1YLUXMHfAlMvPX#x1|q#=bzzC0*J?JxQ)ObI
z^_$cc$`$E9c#0u^gxdr(GcubjC2*<0tYEmp;f$mZ^alt$V#r5%13=+~$|bN^6?9fI
zbRpXKJi%}vg2Y5UCB7_Hr3@`}O)><s%VWsF+O)nT;JM~LzjgPs&oTUi?pI6Uxaxsc
zB5i4vJ3vZ_PFNwpE3lV9(gduE7H1E5`~(}*$((^vQ>BGUfE1vG^&|mHyhYX$v5}#O
zA|*U#I-zr12h$aWkgcnJXJ`KQ?dAC;8ofXN_!H3@;|&o0HS{aAGWiB=_Dg6JKs+g7
z;mv^72M2$3ac*mE6(`>6`~nXi%$fwo)bbib5p1!=yWDMYwL$At#Ur6cwT$gB7UCm@
zxSdLbsje6eJ59tWq?lH@1_TUNEpk(oC&>ljiQs@76_im{jcUi!s5de^)3%BA3s}d(
z?c1n@c9RJqk!Ls^jj(5=euyle7q*hy$48oL2uz6}Eetdd`rWx$bWp1UDsNQ^G_E2Q
zd5t@6gF5220qo30;}MsWBOb>x{CoJv^YqmF{n#1Oq<-QYh@eP7pQxmwF=n1_qus1F
zz(mw*CCaujv<<q=mtQ=8^7P4Xe*E#lg9q@<X4C0|2lp>7&e`l=o}XcRLj>zKYa>32
z<qF1o4E)py?SfNn_0Esa9^8MxF{o84HVgS7HvS=&gl4x|?>4%-1GIC_hIJfhrCiad
zCC#efTft0INR|FTxZ4|qLQ$SWHr<PqK&`E_=H@-dTA$d3@cv;|C4DFp@O|vm5NdP^
z$`J^Is0zsl9dIa11}$p>JJb$F8!DvfVB#c&^$UY~j0zt{3$6h2Z7l23&2=CaC8p|N
zAPIn#&$EWDrIPKt*J>)pV<3XDzLzo-XAmM3du>pN=h4cx*H?^$mz64hfeN8D9=`#j
z@{XD|E}7M!N(Aw7DOmwqF*mB!bYnrd^V-dD+mM$T=6R3|bX=VP{rO#9q*0sRN(C6s
ze`HT|Dk2+UkDG_a-j)VWv@f=$d}w_j`rQ!kaeTpRwGwaSm(ONm7fD4CEmM3@d1k1W
z#o<p-3txpygjq$w1rgcy{N(=r_@Gg&r7^HZ!{~biH!$Zj6JpQUQA+tikqZn883eie
zS6?2C&v)Cqg?Ki^^yLpEgMoY`_;3I4*FQ~P@7);lo<87ewY%G&y?y!hxZSt!7%VDP
z&}7c}!_`!-RVcTM)j_kjH<;X<-B656r6ZD6A&rxP@)~k0{(#%UBnGd53nR^gEd9&5
zG%+7g>Ic&qhzQ&i`LvLHhE0=9gtj)8?|k}e?oV)Z>h*dt3%(u=4A-tL<T36jBtp1`
z1q_(ZZIRu?c1gp1HWCPC6OnY>-)oh*BeY7{QM<I;s|>r9b|rm&0ENEZsb$C;*MU^D
z8#Kq(a*!oxAsL<>9~IMS++qY_3J}TKWv5BKJE(v4=JA_14-XGV*Vm_CeEIzR9JJ}~
z-gF|^$5)oW|L*M%-@p0p+gIOy^Y+EF$M-LeF3$FU_gBC9`kU8#v)yK`)ayc0%zHg9
znyHz`@=4%+=5{4p%_e9gIvg<^Hb9E)4;ri)X#}8|Xn%lF4WmhUuU~1G5<!RI`uy;3
z|K_iv(IkC^q`f$~MMFWa+ch8=UoC*TgjB#ykh~QXeHu?NuJkeF1iY+o$W<Xm;`l;j
zxcAvDmQ&REEZ+JQjPu&^QaBifrcPi`ys}{;*#;4URguvE=g?uXy#riC(a@-_&L>h_
z{5hoK@&&s}8!`u5D=@{)O%PD|e1(c14(9n>*5!1ufJ+4ZZ0M4ln_~$qB?`HUbsJ4U
zoJWlYt5QK8UB08!5vYP5>9PT!(5S>xqY`?96_XX+Lz~O%PJ;n|8lHTXgBW<F8)87C
z4jQzzgxGCSUy!+xpNsoGS`GCpTDf*>mE7MZxqRjsL>TINSw>K$#3aew!j6x!Ar_r1
zID9sb8tqFW0|d$qh_E61%8)OB!JcL-#x3LpaQ6(W7#+c3F<HH%fyp3$Qvu0Vi*bvy
z1;GK(`mE1beBgpcyaL>c+nLd8dF~z$k9r{7@?6`wH{s8r6a|Z#)o2ptG3HdQ0TGX#
zDJ@H^R*4cA4L0$Xg#8h78kT$D56EJ4)X26K7`nJkQ^?2?S|;Jiq>o8Z3&BLp-4@LD
zG$6a2Zmmkcvat5qM<3q1eaGhsDP$@j5;(!gJ}4yO%@y(sN-X!d-&yr)RVuP|XrXZL
zvD~9NZo=wcT7_!MU<~vOg^K?QSR6}627cy#Y&r2@xKd&OFNFiqkWa{t5pJbg$ZfS_
zp<!r8+vIDgd=)aV)M^`TIM#58@iUU^M{C6?hj)nPL4-#XMTAXal9nBzg)_*G$!?7Y
zNo}|jp#ZI~+-Etp2^#pjUkqTSv~XJEPw<K1YbwN}g#>wJbCCJOsORhd#PbZH&)2I0
zf<H}QD3DEN!D@kh0QQAiMKK5JF<HoQZ-^BEO!2sl&$DxKa{T*0{_)%Ie-M_B?KZK?
z>2!+T#SXDlC=Pm~X1z+qMyphq^aj9M`EO754{k262CZJZ-lSLPaCUgIf7)wwa@hjX
zbgfYCv-Io_i^L@B)n2o~QwLlEzf+CPWiH+6^fS2vc+>|EZ_2f%!|9_nk#)R)E_qj>
z&MPGoZAmxQk!U#M$fZ(3%1lx$f7v-wlmMrP-h_x7db}AE7JqKkXwsnwt5|4$$VALP
zR46*}R?6kVx&iEi7IwW36Np+OPWXbntSCQ}a2a&ke1^@Qndybk3s+f~Y<|04zC~0A
z)oTq<n|NhOzb(>BMe@xxMjZpe0I3uQ0$4h=as!!6Z~)S_NvA5!5>k<EM=8MT`FN;g
zFvRd!Cc<F|`GRMj(52amkCAqiR4BkW3M<xar60l0J3Ad?*PO%d4qP`0G|p_m%@QOI
z!-UC8FU;g#uLUbIvK4MX3%}9I5sI;;k=<5t=%NM{f<5<(SkTLA`1J6S>XLc^ye-LD
zcoSTcIYyfJKCoW(8U>ZE%xo|LLGeGletxifelR+&q|wTFhxwDNKHZ-G@W1}!Pt(_X
zI?TLx4;xd&Zg2eZ$*ZI35qlgDBt5gG7>d=B*>;g3p*m=^r`^%b#j|mL3d@V$!*V8^
z1VljaMu2zOQtTRCHowJ~@;M@IGY#6u`%|c@6xp|h!(f9tSMv6LuM@i$*FlTLxG;Bz
zWfFxoMVg1g?p!($V-1E6SiB`@>1w<O;KwPN!P+ZD7I524KD&`#Z$zhVy$tvrD8z2B
zLB}oTEBdd2LeRB+b~HJdV$<pl+SPu&fa?Gk3pp+fuO*hD)k>!(nCe+{5;H#B>wNY0
z*%x0tJUSSC`|Vr$cDY#Zjrtf(3C{oc+wZ^r`pa*>dGqS!)5i}k-oAYL#k0q6UVriW
z6$QKduU>xf;^~8Dk1l`roA3YX$KT#Opc?MD+os24TFxcdgqCwjR;7aLm+Hw%zTc|O
z#;hf3=vPmlT)z6^(SyqaQuNr>e*Erjz#menG;FnYyLG(X><3w&j1ap>4wNgnWzLWG
zYFyDHL1s6&Ob7+_d=4`Mwi%g7Dqa^!);8up`^>Jxqd`Hlz}T!;svNNuA_>w53o=@>
z*+g)aMwGzG!=3^x00AW&AdOsF_)4i91Q1QW_)?)GawTS_VGLlZA+-c%lYs{j10MxL
z6|#(rW;dM<_Ze&osTl49wJ9=(-M+I!MUF^8n2<l)+K_I81>I(<F{pNg3L7c15@m5J
zm}8KC_`85bNJWTs_{6+&shn&Uesu_<NKY&`;WmUEUJwn!K4f_fe+%n2o6&-=p49j@
zi!(J@PCfTBSn;T23^v>Z3|a#Odn!f9I`O635_Y2~4&dcYWHz}MaQ9Dz0~+`nJ9-T$
z4!N2#MB0A{DzahZz|LPpFB0KI;fRe6wS&SVVz6PWh_&qFU;J|M&K&|`Ks+dpbXcr(
z8|?rsx0tzS&fUIEvH-%B3%$$bp#&T^9r~U^!ivPIRww|wKt#WM46zO;z2Vr#7%wH8
zXuJ-<;S6K=*zFb@HaVG8P6PmY*p6JN2$xB)&@Y3Q6|IZqBqNvCKKt<F4?p<Thrj&w
zy*u+u;O^%aII_?VDMp=J+kmGEy_Onu)|9j!Fl;dtE#F&~Z($hQpp_W*ntsQKtcP!q
zH%3`NJ*1N{%*#RS@!3=cgHt+|A@Lsxgn}+ND`PTugbnRf3(D2}KJ0Pvw7~NxD#C2Q
zn9cX3Wg8U{=RdwL{<_W8Et`oVstEHuT{ckG>E8io&H(lfbRVWxFX8jVy+R!%qE?ok
zQSO)+>;r+Y$0PI*2{Fk)01u%V(ifU@>|OKG4sYOUg{ULD`dlV0R4eAv;9&EWQU&Lg
zK#({*pv-i-J8jikAm&S%e7js7v|B&?_?y4}o4@()hu>VBT|lre7ZIw;*>tMYZnryF
zy!Pw0V!e_-VZS)s#Y+Zz_Qlhum&Ydu6HZ;TVXp^6qSqOeD>Z`1d*mJohM%4l0hi_T
z#cZA{Ubo&Zrt^Lm+^s;RSPF*{m0BZ{O<g>Aczk|ou{k6X32SB4T7)l76EM)IfZ`J;
zoC{#ps-Sr=Oey2hD6>7e@Nj^_Ll|pnGPA5%`HV29!HS7{gTza%dM(EXfF6j+G%z9`
zvtMIIB`rvh(4x_JO?Jp#WYR173?G(EDoWW9Z%bj5X)t5XwCrdD00KoD(si8nV(IFl
zNy+H72+T!_ey*UUYg?!=P*QZY&Ey6%5D}cW?&{ovNuxneheYhdqNPwUG-3<XY%BQ3
zkX?`Fg?PpBBh0Q5aJ>aPfsCU%^D|A0_}9R2V1bBxsnRyOO?n)kh+yRI0Yvi#fci`H
z04p-id;l73QR#;u8_UE6<Pd(B&>VzJx1+6<^T2P<kI}yN8>Lz%mVyS%$QObaZLtzQ
z@>$_(XgQAvdvK{3$l>#c&qtl<q&KVQ$_Za6Y<EQ+uB0#cPyhQr{WN{OcVo<Z`hefO
zd2_V8_v-oA7f0uInB-PH%@HYoppnUU3guS53{~rJFvV0pot)Nyq-ImSN;2WIp>&Zn
z_i#AP#u7m%IMbMmLRAxsdj_-XvolDQTpTIhAUDML6AJhUdUN#}Plvm+DLg4!xakGM
z9|}m2(rq+i*k8CJRX|-dNEr(LpR+l_0@_DB<SHcSq;NuDk9vKy{0s;=7BY-pgcE_%
z)6CeeWiC&kP;mK7b%f!k((g98*bl)g)Qb2vs4j|mO>wVz+^b%m?ml^R_VwH6k8X}%
zzI^of;r(Myw%t0N!Nwi+zyI66{>=|xKY4s}|NQXr{gc-(pEHG_fxUhG{OzlkUp{;C
z_3P&ku1<dY?Kj`NLL0mO^2--5zj*e$-~GTheEH(hS8u;~^ys?RX<!5y^_oNs4iEQs
zvH0#yPfrdH4`w6|%z90?S$+QGK_V7qi^sZ(9!c7N_^DZO?(X)><qC>KHJyN@u{Z5i
zO2stcFPA$Nj<8??e8et^<{Chn8w>N2<s}%->TNld$H-Oy3g~lW&4ir7qKjG`E?>}|
zsZJvh<g+{NzyOr24~&3V;R2yuAOvwv^mC&#+L!@^erJy#D-*a;#v6>~ObbSp7918V
zYep}Q@LUvkG-_N`?9MQTX;iAkg+*{-EDbRd!~9IAVn(w?uHc+15V<i6QFO>18S^$s
zc{{@qt=yX;pPl==gPRehOL*F`aDx;R`fe0zwvcQXnXCxVgNa~+M&}9aQmvMKq8Shw
z{8u5*#DY{Tii9H+anH{!U{6A@g3RypxRS{jV-JITG8so%;_g80Af9AG1Ols7sYYI4
z)PeeL(g@~xq2W<3OkX%&(8LHQx`9YAzDecOVIwo%{p8c-yLV(;n`~eiqU_Kwv^z|&
z1T8gcB^n?aFt=Csn|uc*Or==nvpQHCQTl+;#M6c7#Ci_P7TZIs-s*J)=kCmb_F`8<
zz+r<)iI&FYrLE;v2()Usc4J+<xlYt^j*a2+{G#1pg(Noj+2@~r_|e?GIju%LcjxZ>
z?RzW}i4uq?Dq7#<iNdr`5Cb|H95DVyBu6o{3~Xa7YfQ@qJ-16WFFJnddZ|#zq*>=t
zb=@eJ(-9iuy+Kc)m@1${Mqxg91lv45?VvZpsO*61rsbuSuovTfNT!VaFK$DiZ~>QV
zV{zr3&1{t_9Jkr-wb=A>70F5hXjsm$aPu|1y(rEm&IZd1mnor33JqBpVb=lt#dJ!y
zV+zKFkZaRt;}nIlWef5fP^-k>@EPJGC}glo7USq}P8V*pLZR6258*4cn;lBGGpP*L
zcsQt3SW?J%d4BQT_usQ~eEapcUw-+zkj@O+o!!w8w>E<lG}Z|n+0`nwM0689xPCyd
zP`y+gcKdsi8K?>v_`oH~`CPqP2X0@f;HoH8i$$Ue{dRlEU)&qyQW@wa)HGwMO2wH5
zY2xVRQ4zy&_6Cohy?p%aIcYo)4!rG`=N8#wW18Zv2`p727NfONf&<`%Pn_G~K%wRR
z21t#Gi&Fq^NVCpFdnV<roSR$*lR>6-84(rL0IO-kRBua?LIzz+a}ceLF_#HLo?b~4
zB8LYlU64Ry1YzB7qf8ca2wY-HHbK+V=A+#f^C?5%)rdFs(siSfy6pvpbVEtIkVLG4
zTt|RHgo|?9$~gzoNhRf-iuH?J3|mMnSOgfU!Qzgflkqo#kFZCm_txSxfSDrA#6ko~
zpz*VG#u&hddTVWi-h)=N!5AO)P?cfE`bEAH91JpD&~EXwaP$#$^@7N75=JoTh*46k
z4b7Dd51)6z%!$1~tAyuYNJSy*-amhIFy61`ONAt5L%fl~OlVG{0ZTtUdZ7DtYCgsq
zERpPLUp;v;?u;kh-C`me_XX&A^qXxdf8;;@(|`JD`g%`?nfLBt|KaPe_xpo4&)&Xz
z`Vy0;K<+Z@IE^;JH5aPQY`Ifx%(|1S(?_G;xKb#V(&=&{l=3+PHcKH9M-^wW7;#$@
zK1(Wyor6m;_8l#_)Z_gF_AWgl-1RD+hdcygpM%S2A{wYvOGl@NnQUfxX=#0VnfeKi
z!yc#A$9jWpjaIGKV%dRCumR$aX~ZOyd<mBnG&jyoFzwS3KWhu_6TL>EQcSn&m3|Xg
zePKFkb(+-~n}Bv5PsVgING3@(4NnhtYo#1hSu)@ZISsqL>W|+sHJyI>@&R(zgZpO>
zuP+h4K&`S6L>~W}-~Z;z7mr^&d-C$x!zVXquU|d;=BqE>yuA7L?aS}JdV6zq_3Fjr
z2Un-BUp~7&+kgGy@!MBleErqy$2XV1`R=Q4-oARyzq}+1HJpvRdy{^*)7U?NRW>UW
zN*wE(gx`C;aF8<V=&LWEz*Zvt<g!~Em3+kSrR4+tt5+*=L!lFG(5P|VKH4A7rUF5u
z-$Fm@kVOz0v_XKXIPDs@kUwtSTAyE$F$Aq`;mKjzS(;m7ilFn6#%&l-s4h$kYMB^^
zD*63vJccPkK=G*X)wsDcasx%hETqziFzoVp1yq=v&0Lz*3@Uh3805Gck~dOQUSrsC
z!)inM5=`bmbhNO%gc;HsLIgwI;?ldaxMT;pWi)PYZ$mi6_)m1pPMfHTt0)aS6kCII
zka4>q1!mp>WNj#>v+<BXJLjHG1j%W!kx685A{0;j5HX6K4z^;wz+eZ>!FGn9&&g4k
z@^K6&TD1yDEJ1;AAV79L9Zv!@vzmp}VKkQH?uH3Xva)XA(bB9GWDhRF?!}cHH4nim
z<Q8s3Hqc^}@yg`j>!~K>&c*ov5C`fOQ{_h=eDLW9zuZ_@pmdleBl;3Pb3_Rm^k@v{
zuOQ-plF6`%ynykH?HlfTtV&k>4zn&dL4FEWu8cQ+w};&&r6=r3#cZNhsF=i8w!}{g
zo(o|O8u`7?p{3Df#K%F0fW~aLh|)E;#80t&`!@BF_wL-i_1Wk5ZruSPwQzfG{x)>I
zTZ{MRna$=uyS2twuHpMyX2@KcTOcM037@eLFWK7i8nHwkIUFQb^QBCtQL0q)g*<fA
zPz13w=<+~1^;vCkpP&6y70Pmm*dy#*89puyX$W8GNP>ECngm%}``uVOO^l<G^$h@+
z0O-(UfJ!+8=$RFl5r8JMPQ#5DxCDKmyrQfx$t04j4B3&*-K}D=U#lb-4lHc4K;P&p
zspPx7q#XnSLm=!>mXG*$wuHoi0wgc?$grPFO1zjaI~>k(rJ77-5yUvEfaj`~FxqF)
zjxH~+e*ecm{PuUhqc{7z?|&d02Ofu0BS!sx3%VY87VKe-$z+6RcDT2He0U1qzEi71
zHl`YqUZKm&`^;UrbPBRPLl<jJ6ti6js{I~98K=umv%SANE@m>VN`r=@Y%-ruvw18)
z+6Sn>^m={&;j1@qbNMn)K8#=LM4=zEkOi^A&X5c*A0m^+z;KJYg<p}w4#YW@jLh`7
z>6z1*ay_79%y3W@icMJbGPdJLUQUya#UB|c4hVe4rJHMb;z6W&`9Mg;97FgpQWl9u
zq*tqgK4-NM!@d;@;uwL1q6;{QUGOn6^6^wjHgqxwCrirhbrJ#;3Ndc+4O#Z-RTwhm
z%xQFeDK}S*3Xz9iAr^mXIV(l>=oYogZ!y2y2JUcGVGT+E*=2F?8(!<UmnJ*PvMoxH
z1Q?5SQ<6?+&>rytqJ4om3OF2LBFcDKA>QKwv*-hMgWII>7}X}Z$gL-|2+#lB=20bc
z@fl?R<N6~Pnr-nC(+PZz3^_fjW{YGr2s}mughR>V>-`))HFDmZT)U9mHBwn78hi8f
z@vJ+Zb|>XD1j=C8<qlY_U|0Y7zx?x0)7N`9#=O4|cv!7|@!;tXufOt|ZLqlAz&ySF
zL8Vzs7aF;0ugd0e{P5}#X*&Xd{37ue54tGi%f~_jipS%rq~qDJGw!#0Y^F?{g*)B!
zwo#|e*a1(FL{g{I$l@8R<Z+HAp*saVMRs%b%I@ya>ve6dudXgF*er$s|2;WkJyl*B
zm3$jgCr&UtV2DxNiBP;fm^t}ix~yEXi%CBwv{XFIC6PX$dMSrtV>W8RQ$3oEXvD5p
za_3B4qb_c)i<4tG7`t#w%h`~}QY)mNJv{&F^}{C*&%S#5{PpV>lxq`U9Q9h6h?mjg
z4}bM<e*5j4H(x$~^XkQ$SI;ngefjd?&DAke)y4VMH(!7A;@QpR>5O6Qo3CCzd3gEk
z@uL?{nA5Hv-M_pzK7?cc?VIN>p58w_p0cTYcyrBFojnEe7jgARH}@YtxF7O+vzhci
z{QV!3i5SiwbiS~UD-@w64He#3hhv~=lxLPp5G_t1V0f%73PXit94lR=SWiY0Y=T6T
z>xnkk7v|RH=a=u^<4_6D9CidJT`WVA)lG<+Tyi-lIuY*~67Xi3^f>kbJJLu<r!zYp
zF6Nw<3BzLy<5&&233ez)Z)QTwM+_25dZC4GXc@X#-0z03$X7BtrWv5qC9jimA2$`u
zuw6CK>tzajR@^8VYzQIpbH$=T8UKmJM0ApUA_xd#iBj>FMy00W2U-*(3O7(TQz5rU
z*oxY$c$vUPA)a7Y!}!N&htD4vFur<NJtV{UN5(217~U@ISfmIep$NASO!Z6!;JE;X
zV{Q-mf{P0)9=De}53QK2doWWW3gIGwo{DJ=sg>MWkR}wJ0gRHvVu85EW8g`{F^<y0
zFh|x5PZY^M#?FnUCH&<4Kjwd$iC{6|pXVzX=Kvr<nQ+<ML>2JA5Y@t>!jnxA55^vL
zLvFK;B^?j%T@r!mPQgHnh=lwoUR_7m0y4&5$F#|m#VE@Tj-95*>61wmAitQ?khZ{j
zAZe`LTc9I=L5S4D>N2R+xmzE7e(#gp%lDS39sca&k7-Am|NPec=XXhH%0xJ+*8ppX
zH`Wx}jCrffv^c>aSMZaD07)6l?1lSHa99J9kHDe`JQ6>Q`aHOoksKKmG1>_ZY8JuV
zSXHR0G+&p3E-&@m(O`tYEM!hbP<EFBsorX4KwY|fkF+D{22>Gd494R`#7D6^IU1g7
ztlHpb_&wtmU4(v{l{+JUDUf^uv&dh-pMj*uJr3p#Kuq8i!Y;d?;{ZK45;4J(PO}M{
zzF5fGZFc%K5W8aGSTR?ul*qIM$r0ej@3gy*ZXSR0?e{Dk4+O5){>9aOyjVBaH?#f#
zz*jbrMj{)rXY6#r;9s4>XoWEY;(o9{9%Bi+ytq8vKR(_+J~=$87qKpsYxx{Y%wzOu
zs))MXL6a`9Nh+2?SLrqC<#e`HZg^R>ktz0vQt?C~SBQq=X0vTD+C4nEpox*n2IgU&
zfAzM)ZTHe8g}aiaxkjeq73b56*o(IudzFI^tPVMgT2*i#R{n$~9X$~E8Zp=lCDb~B
zXUoJA6X;$vWy{D>_?^TYLg{cI?&d9LNf6TEbD<JYEr6hdE)%3i66}B$y##%&W_E$Z
z&cU3hq(J%B<f8TMtu<n|Y$DJZ$p9<F>r7dUc}n6uE2|uiq#LVd6&U;t7;cQjgfzjc
zhV0e=`59WdX>ky50jQwo0(NW2WwvW%Zj(hRCW9k0sdaz>(a&M%c`Vkr+bM`$RvV+f
zmx^t>g`bPfDN+E!7iN2ldYkgFC_!uxf;ue|BN`u~pTMBd3avx=RQz;rc0&=tWUt9Q
z&ssLX^c8!D*(O;8E{we`a;x45T~8$Db^PY})5HGmxH-zlb0McEV6{hq*@k|azTV$K
z=DmF6(|Yac+4YZazhWWfwa~={?<?3ZLruvy^R+>}J82K^pI(p?q$s2THLH-MJtBb<
z*XztN3`FrvI@3Wr<%a)1d+)VeXPRDV-qOspq^dMDuzO>B@4ffldvD>rBS8`*2s+TD
z&s0`r8A)9#wWJP(x+msfCi<{D#-8awt)AyYT?HdDl&WAdNnm4}|9`*ruJtS!R@H0*
z5D&%GoH{^eA>-2$NYl!L^JBCda*l&;n~9BHA#PeZabWheTjh8xq*AOA)M7QmJt$3q
z4l@vr8PoyADt=B>2vF*@Y=HHPQK#s`hw02^!qsxQ*9Gz;EFjZyZ$56WPuid-0H~sd
z9c+!ZXI%nIXIyu8=ABxebPP#>ovqocSI@ux;?>RdqwC8DNL%a*&rkL*FV0z;GI;#-
z<4<3`yP>b-=FN-0{Pyja?_YfV)w?&ZpFetd###9F_4U^u-dsIC`TE1l-~9OPn^!O1
z-n_iLIDPu?{CH=h*C>AZ_WH}W&o3XHUOsv7`t_@)mrtHPxqvzL^7`rHho=wEPhUL0
zN=Bm_>sx>QH^1j-tf#QgX2UhXT@2?fQF^Mh>(%0HK0ZHx0KFOR(tI?WFpAa7ObAFo
znCktmAY=n9J#;H;Wor~RVfj$4NqEk1casp56WNo=aZS7J9`=1m7F^QN*4QBMjaVHk
zWh%^02uGYEIpp#rM?w+!*ey1}xO^j!U&Gjq=mfzGi}xG%6dO#aLb!yu9h2(zx`G;|
zG2oA2kJ4&^T3`=T<5z*YuyA*oP&gNVqZa%EOrfO3sK>>PB8N?g0RVuaMGs2ITgc|~
z*&+x^yIzFxF=<2NkH^Gv+iHSo0B$l;<}ca+#@oDZFAgzk8DU45z(i`b`~muUh%^HG
z1*)*NEJZ}Z(?ai(USm|qv1my%l*nT{;RfXKu+Y@wMgy9}KxGzP(ri5WrmPp~=Ej`@
zmxHQnT>Y#R5eb<z=p)w3l`4t!-Y1{1Fk(TegV_}f88oyJxp0elS>b^WVekls;i+;n
z<;@FTKorbHVn}=e9QbB?isYjOM|1#d88u0meE1g3C!iz{-@s>~K=Q3sGAYfK1PM_*
zK*%aqWNQnnie;Qsa-xM6tsa}bTp|UmiU$lwnVb#d{Uz<1>@WVO|M}jhpE1_*Bd;th
zN|z<PY8s^)wT<V5pLT6^#cHuC<q9RFip3>(YpirZ0U*CLsx_ch!``frE##BQexu%R
zH$jrpfX#9|8V;br1w8>sN{pshak9~5vsi`q>l2}V8!rJLTkfa0-H<z^OUo=nv6Mr6
z1<Hy^o3V<3B*+c`2u!o_2)BJVEQJc&a7KkJaxSe3E*de|h%tQ?S&+G{aknGk@s{X&
z!pQA&Mc6bO^t=h9ekVBo{oNg&b@XIH7Nuet#uxC_dWql<RGY@${@(ZB|M2$p4UCDy
z{X_Z|QJ-GEzPY-3aSFD1V?JoN&yG(4u{IkGdWd#eSVFVu_Bq`Yb0xYRpK#eaIK=UF
zNHfux%nP}n(V)?y@}9YCG8oi~6%1*+v_0<alSAp&8+i7|y#YPX!|n(-I-^&k)`Ukg
z8jiMhc2CbAa=4Mp5UF*DkXY{=X5MweV2{BS#T9l3DOAzdV5X(ZL-Y>-tIuf-`1!b1
zz~W&oaOhPOFfaneyq*k`XR!hp1W!7!3#ZYX33#F|Q^@7W#|1IIR?Hy~$AW&ExUm*6
z{Nxi!^lb{VIp-1`CA*3x-^zYbC1;<G$B_u6jkn9%DwZvd!(4uW*<;{m+vs;-*JSu%
z&uI6PZKQt!z&<VoXf=pn7L!e{%SCD01$ggrn++f%Y&wnGq%PsYx7jE)Vh-onNSK9#
zIlKrc&;_POmn9ntm5{2OZY=jA@nSRc53hIvAHPjsz>8qB5@zAXzy}yV7#-noihNG|
znT|%KaB;MEiM?ZUXVPwVDrJPtO14l;Wx<6ptCA+A^h#8)xrCa%KA!ye#fRhh)<$nu
zWk?G}!Nz7n!Fr+eU;pcW`&s+?DCd}u^Fbd>M>o%&|M=CH<U}}qq&>b)zBp;LKz@zt
zU3^~;_D`Rlp6$=4obP(gI=$6^Q2Bq-D|p582{C&0DtvORg(zf2dPBU;LcEj=@{7|0
zD210nFUKqgr%~|GjcSFfdc6col|7>~pW+rK!MQu=HX*U%#@DKG8R=Ql!?WQ&$Yvi@
zrB;q-n2m;!LK?S8pN(=#a?|~V&$&{_)eCtnxScl6;Uuj<lYVV|)P8WVwKZt1_XVnJ
zdxPTaQomJc(Q%Rv0m5dh`108kP+i}Dar5B@-`A6~qwR~+BUnQ=qyD!){lrZ5;>9%!
z#8=PGKD>GM`qdS!KxfAXH_x9wIXS+1c>eX<tM9&e@%0yPIDns?P<AwDc)K_`yncN4
z?&Xu$FD~D|ySaGqV0|`cm+|mS{PXhaDSHb370e@Kr|qrX?|=9)8ja(W=7&wwH3FU9
zWJZub1>=8lTCP&9nH;q0BWhH7*k&8-PC@i=#{}fg;Tn@O6Ol=+#`>jPT~bSy=oDZ%
zOK2T0mQd0x=4zotRgJ@BCp?Idzz&g1aV~>qnNrBHWV<ryJcv;)Q!&0~FeY>fpxI7O
zF;gImhsp#^f~5xyK@3q4H35R<av3uw+f<e&8uTAgzHPB`W5q?x^d)L&1nFIilZ5RU
z^C9(%C{BU^<Z#h~L`u$Lu(D*}H%T?ZXswm#KuCEg8?uS49|9NrGaHXBlgIMU&Pr7D
za=bP><ZE)g?rwZ%0^OyfvzWyqvmESeQU+O!Ne&OU4p3VBF^APjAu^*8CMDD@dX(a+
z4DNdnN<1^{8I#c%a}JXOiyM(L3kfD9Szcru?t^R$+08-vVkATJS@`U8N*K9upd&F?
zFpaRXglx}EGXW%1@LD;)2WY|0&?D`^m`Az|eq8{<s@KYn51@*h(qNElY=ZP^%8xV{
z#@HxP5k=v=+ZCX4hu4(o1Wy_x9~lAAskppcCeZXU)_Lrz;KMI3t-t|*NU(C}K70up
zAtA5ImKPC)*g4AAWC#oQ?%d@T4+m^*aS0n38&Y%?tx79jQ?9MbWugS?zFDoo0Z3;{
z5{67VH*8bORc;n*vu=-dB>K{9!ilMhCDUWKvPQ;<RL}Dfk3hQcS)GksaZs<LsHCvU
z7ohW|P|^?sk@x~OS1D6DIeEa?jHk%Qf;*l-_QqY7M#zfB$(_N`#kY{9I2%nh$-s@G
z9%&Xb#Y7APHuFO{8Eddv^tcO=SUr>M6w_XdLAkOlxX@lF)u==iv#DgW-ik!1;*7QH
zNZ09Fq1>!gFg(2b@NUrQh26nkYk(%Uxw-SxZ-4jd)f))Pv+)FD<oX<6J&=4L|6_`Q
z_BZGYJKC7e%f<SzKNMWA<Kz8J)bt5_iB`3>KHcVnI0lMVsqAlWAMR{FJUZeok8;Ri
zihcL3(>sR23DA8dSIH-N^eL)V8Lq&yPy&*O(>|D!uE_K%-P(%8q%|p470h64fqBxH
zPY}2WjL@C!pdlWvo!d^-k>dD3Ajn7FVS?CV!gJ1YfoaxZ&_|rE6u&^e4o3L=3OuRZ
zN_0Ky#_|+GaizQo84l$<U^f%0N#Xkfu#m0ro)`XkV!?KgTEYHZyL$h=K}GsfN&y(p
zGpQR&CM<fbNv}be^#MiULu<s?U=p>mY8kK#URI3yRBxnivBEe@IgBuN5$(Z9$<)oM
zFyaQZWvu6D%>a{6lNbM$W0#gPD^l|?!EoARxz9zyrFgtR6?+g`4ap8*U(Pf>77wzO
z32z%1G2~M$5say+aN<^))3A{Rbk=TEo<2N%dHMKc7usqIa2yTePzMts__m~zVCCQq
zV6kfrvuf9BH)osQy!&vtzP&fws-|;L?#0t0yfoGS>;L?}f1bWR&Ozp*eAJH)4qiNd
z{^PgbCxZT@*OlU;7mJN*jbWoTAx}M+o$no8ot**wMCHP#f&9`aLR*d2vN#74B*^-;
zT&oaG1{}~@^57Q(fU-%H#|4)v8DdfS^67OkTk<-+<wBv?p^T#eYobxf*UQ=Yu!R{6
zH4OSv$Y)O{L*+82NH8s=nK^}-EqWX#db?3$)2W5)z=01z!KK?{G4YY1L4$#?UIf38
zFBixMQJE7EOpJU2_Sdjc9<>^{?ujD8nm|yZJ~9!q&&O><D8wlWtgoLvx_R{sgVz4`
z^vT6ZHJ8*WW$)jJ;p^4wH}7uV&@B1Gx9`7r|K`K{w;yg^e);AK+3V)|*_&q%t}hPB
zLcV<d{Nef8<>ljNSozl{U%h+%1=`ma?|%2!zkm1chC;c==MT4LGwirm7mv;{o$T!m
z+YJVh{k^TXZ(oPQQK>|VPQvw&-4+%Q?kT-?dv|MdV{>*6F{57NQlHHT8WqP|uBhCn
zu*$=IqO{teRLT|?35UWKP)Z~gt;Wti%W8u6h1ZK~9mQ~1z8S7a?Ll5-kw*lHy)5)L
zk`d)%#YXiBS70QxWsn6RabRfy3h)+^S!6WaAh@1Fh@wF(fljEb$Y<QuZB{#)2PS9)
zA4YMSN5s8Duo`0JJXr^^&ETNTpapb-sSi#CK7W{;Bn>HNbeXA|hS)<6(^1G)N%L`d
z$5+hyhK&r)f18y@?4U|Gn=LgP9ViWqe@cah!3?+o-w0biJ2H?Cu!1};zu-}5`APj4
zW?UGz%+xOm7Y$|)W?B#_*o3HkHnU)HimfZtC)j^{DcF|Cl%W~2<z!~#p2+vYrv!Qe
zF^Y8<KNrKLba{nwML63jvo@MSfiM_+z6d0%Ogw>3Sjgs>mrxPCE+@|k6^huB35_z}
zMtngR-`MK7MW^a-XHGRE+{)4-cUWdeU})qK{Jsc3BkCXbUm$5nkudEQs}dY>;9;TH
zl2~N_NFOC2HJXNWOwW=vY+Wmh%W!d7<}&&s&8^&9mI0YqT>kXW{^I^GK3V$oQ;G)G
zmZW!nc}MgStnrRfV;)<)bJq@6-{leV5!pj1^ojIFf7HmAVawx7XQH4g2rG3a5@o*1
z7wBV8#sHhSF?+kQ({t};nDl!*MuQ;|;w#XDngFK>R?dc;YjK{PJ$&=_W@CK=M<;9$
zj0&|<G2-`Q;wp;j9H;oGyPWW;U|AryQfz?vholL2WMm4Q*sT&)ayJd@Y_%HL`q56*
zIF7vR(eS|UY^{S6Wa$j{g!ChY@XWouF(7eq$`cb&A`Ma)6GX4qqayp;?|x`C0C{Z^
zksA)@TU+}ODrgv|-SYJKY|<OghSOHPSuInyGzI&AuzPU%@Cl?Z(#KSgA03?Ffp3({
zrCbL7A$jDW(@UWet&VI{`z^|A^Vrz<=|INCLy20c3EUnnk+%dil30`_suwj<j@@+;
zUz}7Skz2K9J_rdvt2wh?sY3kce;NJ-P{m>*V$9itizT!1ZIy#aJ|awqeQqv&fEO4<
zb!)5m;=rwNb>(-0^dxAsHoY+wiSyd&WD*RGe1QEHZ7m(Dk=qH1EjbfDnL($>{F)gJ
zwbCU4!dPD90^-7zCRqtNsk3G>RPs*4jZ3X0!Ay^pen}l}EB@DoI!CC6A561mSIf!E
zXHbxFpat2GGI{}-r=k*eeUwITuZ>a%)~QCgTafrHdUd%}XjDqry@<ZXy*`F6N*+lQ
zB)o3&w1lwIArGCYA(xrc3z!S8V2pEVMp^pXscNOR+vmY*Nxc!7)60ivuz`>$M@=mE
zrDma$i&IG+<Bze&i~*ao5d{r|T~1CMdpl=uuHWuXH+QBRMdslkmd!vp5gWJL|L_0v
z|NT6DeUx*|$N8YIFP}esaP|F%@5mD7Bf)IISBfWl<=Ujxf%iq><Js=P<C7B_<VlB>
za@iJ!pBxz|Hx=9D#Pi7vy{@f%3@A@N8HND}`k0c7exsa<26~M`CCj_I`ReKguxNT%
z$PvS_>NKmvUK5k~e1O-tHl)^(b!5yx?A6x6W>xbXCL4A3ibW5f7Xu`GHEslhQfAVC
zkEGM^p2uv^%ZOTIlQ7dbLUgNEh*Nz84m6+UNJV3~p;O7T8-;7p0|8S=VfU)CQwclC
zJidDI_{H-_KYahqPd|PC^;d7N@z9?g?QYHRB-u@d@4x$oog+M-cW>X_ytsxt@%=Yn
zzPWz-_Qlov7f;{4diujR@4tTc^7Yk|_pe{Rd-?q7qX(~EUOmS(a<KFDhqpie@cr+8
z|C`_Z)$jhpKmNnn$<d2vm$=~QKpD2%N822w2UQAnl92~zN3UKyi-yC*+_<4*1Y$|&
z^STGaX}R3)x5xOs_x31CqR(hj%;ds85<{>)vS>0U4GTUsc6yt^hy_TsDxtoRB_mf<
zlS+v`fd7_ZjH4p2f=;%EY{;!2=sIgb*~$t^4vHBhAN(iWLLn=#B@AP*a)-Gf(}WWB
zh5<yd1p_0%VU|pjPNgC$74$KH!S%8Q0#Surfy1183O5%<V!J_4fSvt|_$eG>=g2cj
zmtr!OfKJvVT%gn82SdE{(3=f)O3Mja>#=)Nu?%i}HVmY_h{Zv-PA1ZPUzATkk}OQv
zezGfJE<&@4hwz43DR6|y${@!Q5PAmvZ&eIP=`5BiR(ROnkbSfYvRckuEXH1iZcGls
zd|#e3c6Mya04DgIFy+~Ham(P=;GnUHS?+d2he?S-IV;2@T)TRO5>6~k*ZZH}L3!ZY
zk?#Yh${0!(496Gq26t8LXSeJQm|bD`|4d3KMQjg!E|%;9xll|d7)0@^!H*?6hW|<_
zm+958HJDKi%ux=rLnTu=Ee@Dk=w=9678Be%EiebZxK>VQkQ(j>WC;qm;d%jfpumx8
zA;}_<$raMU(&c3>L-?vpzPv^!5gz{4g$0#l6>uwpB+F>*{W9s=;sUf!C4vS)RABh*
zxroVZPN&UEb<*oq^F>l<;IJ4l>;^MS<s4%eY(G@aNCeR)#tqGCWBtVBSrrWXhR5xT
zhm&vxcyb8gf|V;I)8sub9$n7YXS4#*%?+J^`!6{iR&^aQy5w;&iGG<xwBM*Pm=R{Y
ztyiX(Je&;&Y0OClJn1mSj?pR+6y66Ocb?jHpBuAxD&%KK+T56r27QPV3}C%Roj6Ie
z)?&xkppYw@qp=b2DIR!^7@c1K)!TQNHrHoc)5&_TJJ{X9`32ZzW0!|Gq!4x+lFg_)
zWR%+8*c^06&3gaj_~K~)43a9%X*73_N8|Z)z0>G$YTH_$F|5+<n2Bc5+=ks2!OU)@
z(kPTTkY*E9hJh7LmeAT`abE6xHv8<^<>BEj*^Pxy?*hf;1(Gf<uMvJ+S|-{__?LA#
zPb`BgZ!;!v9A8v7q8V~-g3lHey^0tF_<UN~SrbIP?Jke71wbjHnU#ws0YLJkQIC(f
zE{6+9Zfp!QNI+gsHQ~>NT*3r}uI)rYqK%Z3a>O9Ay&#+K`ph~z9}k5RZOx`tGS?x&
z!L{RPz~w@?D^1|P?1CO|vam`9y@mgiMl<aGVLRS<11yY~*O82bc&`8=ruh~B7|IhK
zPOrrhbW@B%KG}%^MzsS4wzvctdx{jt`h(?U3b8BdbyKkfLJs^F@^s8+1@pzKkybUl
zsp2g}g#;fft_(hL*}@kGJ(9Av=TEOr_m3Z)J{q;zew6Wj)r)n`0xSYh!09)kkcoXI
zf-0io;o;-gSMPSl^S#+7Z`4#Ih60?8M8@6jzx>O;{5*YqoP*3q`KSrrK0J8z`@j6F
zVj^9@&cQA(l^N8U<7Q{QKZ5slyhWVk^vT0V^)kTJY`s7!1AKdmo@soB!xM#$2u`(}
z_E*xOe!Yk$oQ;NBg-j_K?$y%GViNx+hQ{OF{ihEfw`(mJ=AZzoT(zrJn4jGyhuV0j
zQ9%lWb%XLwMMNs<2kY6W7yJDt6>XU$1`w-`Vi<*tNlYPKRIc7Psvvl45)mrw$sOw~
zYH68Vl*<XTltn)uQM$%z#VmlKLW=f1|N5xWqM^rcs}&M(Q$M_a_2KQC@4x-(#~;6a
zd3{Nt&))7P9YesPfBKR63$5$b&8rt*GJ(B$L%eZ+bAI*c{OaQT$-~p%{`$Mu*N?E-
z1DxP@o<2M~JKA}D{p9BQ>E(m7U;X%(|Lgzupa1v|fB#Sa{Ld^ZnaXyi6#niU9qggM
z9q(@BSgBOYXQ#)f$47XxVFFk&GwIaq3vt5jADr#(J;-LNz0Q!6cqz|4uE;H(ixqb$
zIy(@BB0(~S)|JJ@<@<{UrCKdr12az7jL%Bq+q$-RAJ?l=vMO?gY9(f}bcl-|tZ2a6
zG$Y!H#WA|T(So_n@~&Jc2Yr6rwN^dk>M&a~u&DACDRWo5-i(HDt#d{;V$#OC&tR)l
zfx9<AYzX+-X|T16aH9crm7uYb*(rvG%65>evam&2OcsZYC@Wz}^gVi_K^s~9Y}tHa
zC<>7vcWr!aF;44$@^#>iPbbm|)*@a{zc*sNOp8!1na0nL@t#qHktQBspArXhl}%(3
zxG>K{j9|-?OJ-1#U}C_~prj7^5n>uMTL8KR!9l!LP8a8KVg*{2(2iL1VS`87N`>JG
z;hyo*JB-8!{DDIRHy0{n*y%*WY`R?R?;J)8NlbJ_)!LeDd6_^N&qf4<8eMqgE(2KQ
z$TeaiqncR9s7#_0T@l9`>J!6~AcWv<(~z~4$s`h$LeBOR(TXl7{uMVDPdkh+5T-Qf
zv6r+FFVGnm?=Q;v>v}Ud4rW3IDxFHRy0F9mCR>s)eQ9KCYKat@1hrGkckbe}SJ3>(
z@7%u+xkA3W@{9lF&m_w$+({|^CLjx!10)EeJ0d1GR{TYSW)t@~mZwUQT8T8T6dy^H
zJ#-{!Q*0iw>Y;q`<B$pFZY4mVu_#a`9x8jne5T0rQ%>iY5GvfwygvM3OsB`kXM6km
z!cFH5It+$Ff-d7Itu8)M!65qj5&>?z>>0(ef?gOpA8)0S0JlO!v<B_T6iNiJUb}r(
zO9!=t2Z2WEv;yIW7kGAdI_UQiKfwzF4I?|rey~|>)~k(jsmzE+n@|U8aHrer4j-I9
znvcgPM@P`Tn8yH9z>!#=(uxKmx<)rQ-Y`)A(Ci_-K%zK1J#E+9od$&GtwyCf?)M&?
zp1}j#+dQBqwO%O*jjYTVS%xb$>2;VVd$l_CJ`A6&T8#;W!w48XuieInZrE#`o$dpl
z0ST{wdW-fYUU3EcXropSFU3jqlHE?hx?2QKfca3}sN?Jq^M}xc3n1b-``B6SIU`}<
zy`phjBt!k)WZ0X-L~AqU=udDt$s3Avq1#3OHM;|VX)ZjLdcD`6j<~GZSP<7P!n@b$
zU|oQOOFkN)3Fa<5_GX&DmzO9_ccE?>bsWC%sKYYmvcr0v(*gP$9|4D6sMa6>$w2ua
z#{n{>rA|yu7MEUwAjamA`ZzI|k^42mD`t-jI?s+6MVT8pN7PP6*<zmMV3^q+J{UAz
zUS&RJOn3ZU#w4yR_`xzE$g9X)3}*Pv@Nl`}RImF3Fu|Dg!fw(rc7PraFRqVvPeFLi
zNAqf)I2aiJb`dF*q9(hA4}8$;=JJB67<usI<k{1QFDWwKnXCh?&BZVZ5bKE2R`9R?
z`maAvUmxWh^Km}tUcK|+;Nf5Y>i5-jo^o5>?X`5eTdr|5n0AKyvyJWH@Z#v~+2u80
zoL05aEN9xKBpXHo<G5Q=epe|TqOGBv@U`<{TC=&@aCxj`VxwlES50>-Y3RevVzE)k
zZw<STPtOi^_S=m%l1QnLrvPX&8p5W=+)J%bvw;aWf-c13k`5!B5G0<{v0$@SruYM7
z6H&V;jS*G@s}#f?i;h|oDUKhfK|ygKzUnBKdbgV^2HmeDml3I{qYnFU_;{N9glRsn
zx^}hr%{O2E@cq~L;a|Uc{r2Yd8<?ulTKBfOH2EABy5N5N;oGmigi3Ms<@<NnS63)n
zFP>eTAMJks70`(fKmGXC_0#h&KD_<?Z+`+A_TkNI{=n-OPoF)0K=AylFFyRkfBgG@
z`p^IAH^2GmXm980@%ip-{OJ7baBuhN#p%4?q#0y389sV+!5S99L@SeW^`kCYrI3<J
z==X+|dY9%gGTHTN6XY{XLiSK>f7rc%NoPR@)D$;0I2<VebE$}g1F6<ZB_8hOYZ9`M
zj22KkaiO!zz){4t8ak^(gzWHK0iYl?E~kSAIU?w!-r5Bqmjktp8?(jA?GkT4xk#Ks
z+!~18W$=Je?Ps^KPh_;f^@JvgkP-=is&KJe$fSz=EeMl{8yKQ+oh8FDgF=N37-Brq
z6IvGP7H3R494TV<I(!ILpjH{)#3UAol0)?3j3sp#OP2G+d;(XS21~F(rBg}d3{DI=
z@kGXErjXmmQi*03thnV|nbC{JXM8^_J-L^`mZy&r@P*lAp%Wb70J{}7u#AETP%K`B
z-PdB_d+|64da@-X{DGW>$qfyM5Ez+01|~@E{64w4Vxhp@^WG=F#O@x1-vxwLqhTkg
z7le6IYL+a#T)mNW37j<Ym2kNEE4*S1tGRTRqyV!k_gu9cW3!PCaU5cjg(c#dxL=GK
z6?alRJ|rbsSD93FP<p_8krHDDX5#~-h#wFnEM$9b+2jQfve;dst+Bo0*V4r$#fn5D
zMbcVYzITTOG<@CFg=M`$rIX7T)!0x=7ME9-RzCZSUx@wb!hN0`av3m}fJEWMg9;3j
zoVz@5(cPV0%J`TW;CfWBEhBEzrxjvph<=s!J3X-d(FtKFbUS_I$5<$q%NBE~3_-J7
ztR+@(H#jx!s{FBPxhfcIRHC~@J7JbWoEX7`An{43(TZaVy*(B5qi+_IDPbhQgr81w
zno9?X@KE;0JjMqeM^Ka=Kn9wC)j*yB={Oz^blOeQEEFi9<q(F>CZNzXkv>|2yCoQ3
z1UHdh=ksZ+!K_qHMiax{KrAI|)L06#*~WN`*>#5s)%g^?i+>Kbx3PHbZ0t<OQ>r0x
zcHtY`-8q_02s`!<_x2v1oDOKhtWigqu9r)6N}{xs)0r^^0rh&P+Qd6oE1~LS0l$!Q
zLF#ADA;`n(?{I$$8E|`hmqg3bA{*jWwL%79#O;6@FAAuji9(~I;gL@zA3)jaDmpOu
zI~uG|%sAShYen3yLMr3t;6pPh01DnE4hzQzmW=S0x%P6Jz--SWsAS@Hqdo(;#bOTg
z$;GKoGSSWk+>9R10WgZ)6UtvS%HfE~3ox%mtJKTa_=Mo#B36lx%Gr(23D<Liy`V~M
z8jS%*qR0-@h;+-KV8%1*0O`X4qeL<j^jTDD1~9kCCxRxU>Je$zga?%vFe~_=U2yU_
zu#HEfRDuCMkqd{B_&D_ov%LcYzaO9+zaZU-S%F1l%I{?<6LMI*STs2*>G5ImXKYcA
z)nnC0d{(C5i$^!ddk>kuy0vz*n5S2?QLZxV@pdJnfzymOHv$CW*)kh19z4G|d9pp;
z+#F7szL>jGfk-wK+27py@BjVZexANQ&Ozp*eAFAGE#8WM^XuP2`pshf3b-1%?7TNR
z+1j7Bhg-wx{&aS6bpGP%b(33NHdROgK24<~evAjrLXLe{Eg5cQ<N1iEU5J6?0?TYS
zs2j!j5Tko7JFI8=RWeQV=cWg>Y_FW(nvD1GvQDOK7L&9T(SMf9&8O3y?ac|+d^}<0
ze6v<;a>XY!9B@(Ood`iffY0n?y_AlJiurgtMZKPhHKEO@1}1J$tzz-S80Ixw99k{$
zXNokaHsf(3c~FP~l`Na2BRHy8$r|Ot{@%_dVe-e1Fn3)&zk2!Niv8ha*iS}+xbEM)
zd3}BL6i3(l_iupR1HFH9{p8Wv9)_-GPtJb*{TIMi@qoQ}{`|u`@{W)zuD<^A?T2@-
zUR+&%`^`7M{^_Sb{M{e__y6*LytsO{zrBNoc5#0A;PeoQ?09RFYg8^ChVy)QbOfk@
z6`^8fnT4E)Iq9_{_KwqeGF=RYQq-!Dt!uOzagyVq0Dm$C8-cMwq!0+TEyHR+VxoLU
zDOsdhP%np+Xl0S%x4Vo=B^xG8?1bi&k`*?Ks0UUi6D%kOJ^Tcs;SegYHnAck2<dXb
z1tU$T;UXzcv~~wGAA$y26KWDGOXMuB_6o@glpTQ67|vO!iKrkIa0bDS;2O?)F2%*%
zVnrNNNfizQPFK9TW@g23D8dke<iZYx<Fhd6`GPe5;Hm;>z}}N<qu=W<=5zIGje|dM
zp@7|v--%tZ_+w=4iRL+6gf~-BA`8&r!ldMQ3?fKqHdXTUvB!~*c+7|d;97M$BL-dc
zJ+xN%oM0bVeKKy5%LDes!(ar(Cd68Y6=X5PkY?g`6r{O35Tv7!NM14q+@BvZrq_@y
zRiL(!3oxqGtjw_1z@KD!hY5<Q35_UCj*sPBAgEC&cnmy;IHL_ZJqR*40+$BDIhji*
ztx~LSFs@*yVLoBPq}q>lBneRZm6#9V+48;E9{!2FNzooP-2558k6WmC0xepDW>v0S
zk+OfpheqS%-A_J~FRv<Bsnu4|Glf4#Aw^!1EPnnu%SUt-_OLW@6M>X0Efc$79EESd
z<ffBJ{Wd$Et73{%7vyA;f~`t{;BNwT3pZ6Mg9z>6oJE>7o1_dhfS^iT(IeWaGLc{u
zua^sFoy*mO-;~Rzafo3qq=?hwrBIu8%TA+-<`5Qr=pJsbWZc9X%;oi3?1J<akFpqr
za+3)LDB4b<z}oHj88YN*v!tp~B!bO+u8V~rm&`M7JMEon>DCr%DHaQ-=jXhX^i_Gl
z&hebP+()|{bjDPd(m=~=fu*S3Y)(f*Ec%&Ld@>nNX)0?mGc|GMvn4#-q8(!cTm?V)
z-tKO-SO7XV9nCKuTx@O3sTr!48wdNRa8oy?bVcGDZSJg7bwAx0O<B=SdV@}-4z_~X
zuTyUWkE-Xn93~l%xKP!~WyH&9m`$3I+-ot<2EMYjwL>>O^ENgs_Qk793mUe`awQ*X
zq)y%v<OID|JJ}N<G@%=tSrH<1+i>1Pjl=Is(=>`Dx*Rz^qLP^?oYGh(n&GI*$rL^h
z=2(M5MiSVdS|f@WB#j8Xjwi?gTsMY8Ko~Q?S)25kD5_(Gojd+LO4}9ERoOC}5G_NO
zPQIp>OI-k0)k=&6Ha!<rgOgrGtx7;Y)M^t47QGhy8Z#lmMzpWE%Tf$`=xyYyiQ&`1
zW)Og+o7NJ9P0lR%A{gzckJQT)@Y7(Xk-tcSO%6bu@Nstb+pJ&&lfYYiUYB0QEXOS=
zip1w}M_u-?$P|F!;0WO5ra&Nzu`rhmlH7do;PuJ=#oqdUx7z5}E9|n%xjbZ7PVh{v
zR3vbM5SKNgmOB0A#j|G*ueQfq+vD|8Dw~fbZ;2C;-TB79{oBve*GD<Ve54PW=CUVe
zkN)t}Z+ew-neLAS4z9#{Z+yTJus7ZsBIa(LAD+K{annNiFHvBcY7~=XRmk0Bf?f)S
z%JBe}3&bvdKc5KZqCuxoRZ7#|7;P03opN$e%h6oYs-!js)mghdZdZogI({aEuP*1(
zYLyBSB!+IYPV#X)?DczWBe@<{hW$1;A&$Duau)vtfEOa_^y>M&fYx0CSswNP4@!w!
z1WpD6seU$YgrF^IrAa9<DVBpSlh+A0-%!YeQRgAHWAEo4IiF1r5B7<epBx`uK6$vk
zIUaTE^I<O&V?0ws^<t31c@HS!`O^!S6}#)B2ZviAyuSPP{j2NCo9oMOzkJW$kP+;g
z_v9cSzq`49aJv8e+2b$1`0(4`|Nd|O_78vf+kgN1#k1#6pT4+$c7s>{<>lsNIO}ye
z*EcJLXIIZ!tv1;-uDT?fAR2J9G-|bz(X8LcfG|uY@-f7oFjkg^SJY%!p_HrFWEdx?
z|KRM&m4v7i;W%0YG;6C&nc(j6fXP>=deLYk5|l2cFN@wxN{)OSgBh@TmR3j~2vdam
z*^H11#EgXel1Zn**E36ipl8BiHAa#P$;ha~nnn4J73l!e1nW-ZF|RjBpCqwCTx9%7
zLTzlLxW!Ww3>=bM20R~RBH9}PC?fDA6KEXlh2lgb!9>8>ZkOw#2uUTUqMf}P6L^HO
zDYu`U7tg=+{(WpMkb)?NW>BG74#yF-LDXckG$d(DS|4B+*?i<F0-EtCz#$90%`CH^
zSD`OKxn`EbPR7uvRcm-)JX(?Mve@vG69M3<W};&?10dATB^@LhPBXIwQ#5G>`T{s#
zGraMw!@)3SLuSjM$BP(<DVlvHW-vr2h9%a%K^K``cOI&e%X1r8L)jzaK*&_&7g%Dl
zwc#r>VJc*ra43m=OO110rUc-S2u9JMoK|LHu>TsqDS8*L5zZfc_<SS26d6OBG$pGN
zZrS`N$-*L0N0x?c9*K)CFED`JS-HCiWFF1~5y;j13p$08H#?h0Jbuv0Amp#yU&gm~
z=aWx>>5&Gd_VNCwpRV1%YgWqW0fgdPE0%b=P^GAGWbYaD1qwNgoDnoY6j#hOE}Mh@
zgqQ$}l|mv^BY?d??1_jnjxu-E3&nE2z?zbmjO1y8Vs`{w(d(3@<^Z!|C7T8P5f4VA
zzCbP##k4@65BEL>9<f`rS?jqBJ4g0Vy;5G>d1FunQ;<i1?>BO>3g-cvh3TtW%(k1=
z?XAtHmzO(RTerF0LK;A<pBv~p;8Z{mjLM{Ui`mT1Y&swEX(AMm0R-3Y4cIfXlj3X#
z6rIgzm$IU2ZG)<z*|b*7&xV8fbTXSx2s|Ec?{InCp6`r%lU9Xdt|B&7io7SJB->+>
zM7P$j0u|4*!L;ANGFPeQ@Tp~-MjV93Dzt}y*9kTSWqM`V?ecBy9NVoPnM6)}Sb;{Z
zlo=6@ELf^|t<@~|VauljJ_-kk3A3|v@wPS4P6dS7#(NroEmnN7cqRN|vQ#s<avD@J
z6`b@?ds(YB$~hKo+BIoNc+@$SN~wKBjTB<08>2q84R{4$s{wH}g&Z_0dT?YF;!)}w
z7}se=SiOIThDQi-I2~;|fPrexPLNJP&=XxuFm@aGyZ}%&u}Zd4_n?sSIVBjvB$o8r
zf)-6WNME=Ex`oeTVgbrkJK?eCImb944T78SQL0G9hPI{>?G&PID#ql7?8)OKut~5P
zcRh}J+>?y!Av-XCVD;XZ$H^s*6(PWim=C-^&O<lP4rUXqCJ)b_AMKpdvOVbldaDT(
z(k)P$cQ4j24i8*DxFV3;gsu1L+4IW>PmXua)_c=jgpS*ACKv{JalCtg@b$Cy^^s08
zALGOR_U7j4>FGcJ-QR8u+wcs_i9`U9KySY@lVkIEwtKwZ1pqWZ+}u6b-2eK+4_!{T
zv2Z;TUgtmO(*V*_Am~G$cAl~}e=6jv=BUTb<|C{U+?7nEnx!!$G453Q%~GdY=v30R
zOptl3-^gyQ_Yu0l8y@d%QH#yo#l^o?D%C3`;6lZGfuMR9RCKG>tXDv@VhJl{leJ<2
zqkf7zI)o~_DT(_h?5@@Fw4?C9%_f)XaFRG2!8~ja+(gw<&DxSli&tL~_1l6TbI60g
zc~uySI&EqzF|^~gJz%uz0mYAjY^CCM>E2x`wD-2x&kuJljt_R`W0(~iv;K70JwDjI
zdGmaCXa4x%(bw-^-O#^%etdCy`11M+QEY!}MoRtthxcE7`|WT4`ftAb?pu8PTeAtq
z`@Nlw?M=QwgY-9K@abf5`Sb~?!%QrQFbKhngQ`(0M`<Y(Kt$9DHL_mhf{Ch-3gdc!
zgX%+wz>~%ZVp1w#?1%%kR*n6BZQ&ldCp3iRdyBGV3BQAp4CYdR#J5zbSyRDTf?a@}
zo{$=w#4s_-P>8Wj<gj8%G<iJU<Wsps12bnNK&>KI$TUR;6LAJsb}|%%*%%HId*_;J
z#{90=>uFkqM*%emgaz?N77c)QfnT8}(d39L8`G~Cz1SmpeQW^P3G({dOa>@Hp<vv@
zX3d3lMAR<=xj>mS8O#hnTzFjuIHG7!VXC)TRmGwyCrL@UoGl?nbf6H-HhyOS+CNBB
zUi)-9#qBkdOoCp=)q>+1CV&9V5seH-S($O!C$7#d566*cRKWaZ<-G5~<;xSrD8fE8
zpUUtDcv3T|EOH#*1xvr6Vj4}q__IIfwo}Mtp-(X2<NIQF$+D7pjG7zXacpo9bx?Q&
zU5&p%`*t8~7r-u*Mk7U&_+NOgSPdEV7GNr99Y&pjH6pVgF9bLUT=Be2nChc}fLbnt
z-9fYk9vX0W@|${%PDfmV@msE-JNy2ppYyjEAhjwD%R~d^k87HHzx)g@H*PM;;u3y8
zfrO=ETWDfy_dfX?3>x=V{P_UE)>hY+?kzGsVgf^Lz!zP~6B5f~eb0;RVFDNoQq};T
zRk_@(RS>V3u7O1q(>WS{l9;~uCmaE6f;Fy?Oj6!d$x%iTKtg0hVqOI|%J7f~!^NcP
z1)V&AC0<Y_;3`;oAF^X|P&b&5MsmS$iGoq9i7lk4bo6@tG!^=sl*^E+6Ce}<xH>cz
zy4rO)8Zkn=#D1DOcQ<COT7{PqQIs<rIInaxfoZA`kF$|S`k+^<Tdfjl+@5bhrRcXQ
zU~cvs%_>(B%86o$YA)9*L%i>I8!dji0(2KL-EDw4HGuY@Q~Qm^)#In92dA5}joDyC
zamVKRRxW|9sCKY-)^7HpX7Nw2(Wc&U(CpC!gb}V)1DIE1EB&YS9O(&%)zoe^DUrVW
z*;1ichy9E2rG{{*(=z^RD7j`dH|T^_U<HV-E}w`J5ccwJHCgyP;s#`7rCL!VQ*lro
z4O)>f^^MMi$B)Z`^o`*9+OZ2#WsVm^hGOh7S&ecz?`FM9!H~ish4*;|o{H1!W~MV3
z7@wSa1S?-M7+(796N^R(v6=Ubd}R@ms#+>hNmsFV*hS6}IE)M64;L0zoPO+{9C0Q0
zj4I)6;Ft2%Wg(JtQG$oBReDI@0E@uv#m3aACn;@FNJBPj5=ol#45%6{qO@Z^-zall
ziUg~i>zK7f#K6lT$^pm)FCvo|Xh$!4sgIHfiVq;KV*Roi=v1X~)mG-&#PVfO7ik=h
zg<m~?eYC@+_{qFKYmj+l#hXWo74>8!yV35bwPJsQw~eRw?e+6#7f&`vJG1VDy3AZO
z8S@6w93G!vh}r9Z{Ev_EKK}D#{urNu{rUXzaPL3;hd&-~&1so0L_(c>_HedIYr}ef
zGHDIA$8&J^H`i~0Z)15agdF244P2xbgLytUetS6;OoySM2P>&yDH`C=ib<oMO~(Cp
za)`rrdC)A*2b>I3^<21?kN2DT@t|?Izka;8alAL*no~l(Lvb3H$4;aEr*aVbaLT13
zZgbX<^-8hZZp_BR$#6h(eGN==9Qd&XI4Pj86a$mnQm^JP>=ts-S{43IigOQDK17c3
zg`(GUi*;IPTh`mnN~3y>-4KIBtx{@K%8X%SrXo)ASqS_!8ojx%bzALqnpf%t-15_2
zdwtLtwrccrPkV!%_1QV;nuE=aQTyil;_1Z+1waQoyB8<N_`0YAdUSE|?u##9zkR>6
zwF7SAXlHK%zp>TA&P=j^!y0TrMlZy-u*Y7@MB0ToM>%9YvtGkBBc1?lO4cq6P&ADN
zCk%&!Xr9eywJ|D?S7Ie+)o{C2TPd^FsWI3qmzNCyoKV0N8n|BA*V(C255)QaSGGo`
z1`hA{gt5mknNU&09h21_(IJD{Od(x1nZnTJGKxA~R&U4`rEEb6ARey_v$v5_7y-#K
zC>6Y<SbQ+-Wz%IZgCTtQ7_BH8FhML6^>P)=SQ2^osi>7fp29_J)<fF&Sv2~xpaDd}
z{EL&Tz5$?wjZLLm3n++Ps?E$wO>bs}D&uD1iBmP{rQg6wb+TA&c?0=$o?#3_7d|5F
zRU~a~Iy1XVvDFF$3;BG#-V9>eVk8TNHwJx{DZ~<~O+eNIs(>H^LY%RO?E^y&`WW@T
zxN|v)!-zoD0WpCfhBm^oG2kWq$s$IS9Kp2bE71G`Y5+zkLK_iW_MToh)k#)Bqa;;X
z!ZJ-ULAh<1$+;!i@$xZ>U_NIz#8Ao#iLD~)rJdSFNLeldl5BNksE*8OyeL@6Fh4`a
zfa%K5&YBN2tH<U+B4cMtKRA3;gO<CrRIe7b={UZy@l*GsAoHl!AbH*W#pi0Na^X`}
zjmye4>DuZlTS${y#X55F&f@ajCF#;C1wBeB9Yy?C39Cts0>}vadYwf_Rk0hL3a$b_
zIPU@a$%lgxZZ4?2R8z6L!N%OG){soNsS-EihS;h$000sIWaCz*4U(pxfH2X4eBoXn
zp<>2t2R6&l%U{P`hGz^jPm+~!ID({^3WY#;#oTTx_B@PC{1pmu$g8sQ_CpfDGGu3`
zhINxA6yg{%3t2n}S5zb$)rw-8V-}bN@CJbtOJ6`?jVeT6xT7pR;kMOE<$57E>2`A|
zOoZiD4G!wOn$DC{8JMUDBi(8lv6a;){Sm|<X#?kNe|m7xsW*q60px#v-g>FDzrA<3
zd)ThGTJ<(eV1C{fUpSSaLWqoHy<FpaG1}#GMTgzvvhfKGu!s!Y23-kdAYGzp8FU(4
z79?Sp?yc(7j4cYx084j1N6FOEgW#}{R036ssR<Ybv%QPCmfyEIdAINr!Br4$PaEL{
zB7hENWA^Dzy#c2>9(6Y0piX$sDL}-i&!9^%hw6b`ID~9SPEaI#ZMPX`@NUq2m1;J^
z;;7}vHWosH{`}AX9VAtTVK&xEDULxYqZBn6>=wP46Kvr7jC!TqZZuNUgZqoOASh>-
zMaR!((P=m#;!<N~vuV}%_Nirb>J$MR&H?Zjjv)I%B8miBtR}8<>_4rn;5BNDbKOo0
z&RZoOP5XQaF?E~$5HnEinDJ~>b%R>Pe$V*L`V!)Vl@2&QZ&)Zpfe6<Y)}|y8;DAwo
z`{C8g#}6)_KD@4`%d~8_Yt2rz!KHv5rLcaHf(D+9&~IUwG{1TF^y&G-oypdEcT`Ex
zvk)fv*sWGBFP`2GUq4S@ALAhNQ9kBcCiD1k@1Oqo_eYzXG~0Gdg=RK+w7&J^=)t7j
zAGdnDli9(1<I(YHDV;*cF2%g{Eb@UB<~cUle9Tjbxd}T}sNN1ZieY~<o35o(TuyUg
zFA5l~K<HhQc45@Ot{?B!GR<Nd=he~P#`cVU#`eMXgepeS1hhGsjXHo4nN_f`(sGDk
zf=j2u#*<8UzdIgu_qS<I+<9<vKyPEcTwoZ0O~E7)4bc$Ir_6clv3HntO16y@OyK`!
z&j25hub9gw1(@4u<Jv{;kMnXdmjw<9B{Cce;MqxV^YA%|;g33PSQ-1MUZdWmTU{U2
zS&Ws_scE};y0bp+H8!V%XJi!)*N?WRFj&d1Zw&i1935=0Utd4JdH(^@(ZTMXxR_U~
z{RY$`TuCvAM#OctH>NLNz9dBj$vKBu<1}HuU0z%OxC;DJsZd(YX6`9#QaN{%OeDlI
z0zNaBQ)vIv)fF~qIJo4?k~^P%&P|r$8x7>lJ9p4AxDlr#kkcF*YWT>7>p3UdE4c!N
zCe+iQl_6mXKd{FKK$X>u8J?m>s4K`TR*f2CEl(xO7cQ#QAEWl9Qdpkxap6(tvPT1v
zo8bh9dDu-2ZiqN3?rYrmMzzVLGNi)^PPHmZa}35>rAl?39#gu(5%tGei{S8gGjdtX
z9DjM;Oa>j}4eothRhV|j>SZ%|x6@6*5y*KOQTXm?K74nqK+KJCPO)qg;Zo2W7=#CI
zgD}Z&qDSH9C*Vf1ypY2Wm~t`s@Gl_C@B%qlNWwUEMFqk?4A~wz5tXT3sf(l)x2HtB
zQYf(3WyoQ$CEn-fhs19NNz%c4DPRy}4-M8hc7n`}+!gsL2rZ(LF~g(jiMdgu0oe-A
zK_yqS4(4eL;4{HM=Jir<P0$ba0%vaQ&<tIK9SGC&ue6F&kH|O0CPyHV-)C)#)<Mf8
z>@|LTd|!wsc;@-R<uVyM3Ef8ETS>V}79@0S6Am>n`QrZ<0~p=b5{5Ud+H&bCkxa$v
z8fN>2&+gjH?xp+izl048>MSr=$@22j{rd_jw^|9w2pFEoUr3r*G0Qm-uZYJJH4O9q
z5Yrc83+0>qIu%RiGX$M!dZBUx;D881@}GM3R-@ct2w`yv_Y9*xj!;%SELd?WB0h*5
zv(1$RyJ59pAw$8|NY}u5Q5zHj@Xq`hpo0btSIRBk@36BML&hP4!3`I4wV&GMD8#A|
zXacN&d=b7J$u%5?<pSGF^iLOVCu*k9(D?+jGp$u>9M(2Cuk|{7rV7~-)8O&m0X&UL
zF4wI!2Cde#-(~I9snQvnte49DmdH+$VZ_^3&6m!B;jhnuW8v(&5FJAU>LBZt=GJ@*
zV;DaIn@;dz1tz<Ev0QDyy<-*t5d+&M;AAamNAN`ECCWj21@uBbI9MOe2AgDQ?cQgf
z^N9lpV^nL|5z`s!wLw>)646HeI$Li}SbuuUad6-zqmi89fr>7=djPf*SR`3VVImO{
zqR31&a2MU!>Fp+tSXljW6hLiuA`>A_0t`uJ7y_BWV9~hsTBlx5hJ`mR&mrsSPK!%^
z5naoqT(f8tW;NbXorkxYLP<#|f*4iZTz?Q=9Xd^jH>Xr4%E+u>?ODMqG%_jK4ITq)
zd(yn3ahuJkP8CMywc7B7^77FC$Uc#LD?55bJk&Gl-ccM0pJpPld?*sK+j&3mHW2)L
z7PNMVH<S&rbNBH!pvj2Rs|-GjppS`>LIgxk-eb&Eyg#X*Bg6jg`pL`ZZyujL8`g)N
zN~_l-e9>USr;iElEAd-C&d7r_W}ye(JbU)+^n8E1Ijl6x@k}}tq1(Nd%U(YEdHVV&
zXPA%oL2pr)wzKoczxw0Z!BIXHrz)tOPwh>o2h)vtcQ9#pw?>n_>Fmkr2~ojZEYK?@
zx`OQBL%nA;4``wor<2QFjQVSda3K;XCc@dMs7$SA`IFf~JkTyOx0EN%{G^rdmXqxg
z$ImKTx&4jdY*5=AH}^Kj2fMTF_3qZZzcr`awznag8|&RhgBr)O(6JI+X@MN#6XTzg
z{VjB}N2mM4UYk!bBN`@4G%=3piC6?jxX;Chj!U$`tW)c?DxcSpPQ{9abhT3GA#{~;
zK&YAAin(MBS|j9laeR*Pcd7GMNmd#~?D;;1GonpY(1I)@Ta=FnX%g>MGr-CE?doGV
z{xcqDZ_sMY`@LDW{e-5A$#{Ef`}NJcljD<mslqC!Q!8T#N40@7$%Ud-D-m_X--{su
zv%ANl=U&cGC0~;w0dX<o8sif*_8=WPA`_>Ad2U2$2M1&|=m8EOIU#CUG-ThvtI7!#
z>SS{H@)95?uBZt6iZwaaGa$2|Q|L9OxIe@(mdHPH8S4W)JY>Nl;Wz?R$Q!~^;sTp$
z#ZVEbmkQK7F<k&n@L?F!nJ~12k!RT8Zo^uDBxSx(h2h`=1*Xxk90~YB9Neq<8qz(`
zNE>6G#fn<xbqmydDuffn3(#A(vI-`G`+lul1f<JE1;w9*NP@FF;|I-wMr$U;-kVH$
z2saSOUj88t#?338%wUb7y9ag5?er3yYP5P#KRs?cY_y;caVEoYnD59S#D3N*NLdCL
z5hz!}>%#UD(+E3=C_Eu-$?PAv8k2qEyZg~^`9G#I{uo>)jLneE{<QexqAeCfv_OF=
zV++cYbW8GQb<3=($K+-~M_{G`5vF0^2iy`3jsFU}HBBLkNRqm5?OV|5OpL*dA}|~<
zgd;`5#-wbB!~}+X2xHu2VSo@W;MZ&<k#y)qf)-0n4=F9Pc#jZM)W8Q|78PqCjgEby
z6yMkC+T!PT(NgqU?cL8lhhWcomzkX9Bcm4(b^gH8odvl>Cd4lKhZbQ>Es=|1^g`p+
zE954nngU9uM_QBCmRDHLpw*zY2%EQ`EQpm85Qu)d(Gjx9IQVQ%Koc1Cxv}yNr(`hA
zdJ*cT8-Y=PaQTHBlN$x2Hak0Clo=v2-AX+~RM(7G2Q8OsOJX5LZqP2Hd2Ml-Gz2sZ
z9NN`PiU1v`1X7SW_)D!Ob|aELtgu@E!I&1zw9GiE$>7CCQUj}1Efn~IIMwlW<Ni$1
z_3idGoA^a@+j#6dEjE?R*eL2a87ie5g&5Orr%}iao1J#4zA>6`n?}NdgmbiaFzO9x
z)-I)UlisMtj}}3w?;&-s52u^cjeNRvdUytSr$ZDrpQD(&)9quEKo1t^3DLV063>hW
zp~k}-1Dp$I4VY9|9cX00-euI8<*PC=Axl=V4KV%kp~giatO6!lrKmSmF?{mTxHY%}
zbKoEVCm}`$kX9i#>mccoJ7$%J>dK+P>2}$9_Q^7!l|=)tb~%mfmHC93&uKPC++M1C
zk+3jf5-ssstyt*8yg*h9M=CBRYm1A=rw?{__gC+Hs$RJd3J?yjgRX6zlJq71d=iEj
zz{FZpyjTXmU1Tj88cCh-rLf|Yb_DN?_HNTC`N+}m$eB0bFlB;%CUEp?D@{XYt6gW#
zh7&fB!jS4i1lgs>Cr1y?&sh*7Jte%D(;O)pRc%Io79pnb96GG<@e_V0r<dE4bAU;b
z(@xZFkGdT(56>yRWA;iRG4Ge(KYw)f`1;||<8HY#Y<7A1u-p^S=03$y2!$MH8s+a?
z0syXl@$&VPqtgR%!x>jn`CK%?_MG$Po0m5~YhNGlB=a#o@~z4G(bmrIfBM7O;c+$=
zs-_d&LUzVP(dn-DMj*d-XY=jx`0By=piv7s42@KvjU^=n#5fHs5gcMRCN!>W#Mj8h
z>-jiWOEP^$$g7Dk{GegAFsK)s#Y`igA_6(>6o!rbwBI_R26ECLG>Wr9{p4T^^VRXe
z#sRUD*?|8&-dl%@wL|Y(v)t#(Sgo)ufHsyPw=RI&T*SHUCW*F8Zri&@gU+B`-=2?Z
ztV8IqfYT(b`1HhZ<F=w`;8Vp*T}VgiFchZSxVS}T60j`t)pE8<oRfBtVvYuI2z>y@
zidjnQFpwn3))jM!u-~2xbLR4tvSFb5?OFjUey3Jy)yotE@t1HN15K*tbHo1V`1l-N
zWxWE<KVN}+mP;4&8Ro-GEHE1n9zTAJ350bilOac77C=A%Ogb&3ESrJs0OA}w1Ou04
z{7I`Tizb6sva|rhVQpziqz1T(13p_>rsfYMmrkiwgY8^d<xUONirrQs%FPKbmPw;9
z*o-!pnPOQrXdts%jrEl8$eo?FmrNo>dg6qRUSZMeacbdBg6hEV#%c`Us)+SzG^GM*
zhz0<8ej=;Yhb5N25eEvD$tGEa`fd$+>4wH+8w|O;J}WtK4(7fp4x%LVT(F#&MD)mt
zbY8PiW29uf;Q$IKQrrcoFQMkn${>Ve24qAM-H9C*mrX3w5HN0ca5fAuOizVkrP1g_
z0DVFFvKT>L;FM+rLfy(`b9So@Xe|@Vs9wi>#SW2e3->9MkVG`WQ6Bq!EX2av&QMBA
zCS5rpp@XqK^suI+s0h<Ck{1C(R<2BXNM2y=QLFe@mKR*c8G{iG;J)(JR##R8<XfTU
z2_!1Y9EH=kSuQjF;VWb1#664Y3wJTXqh2Y@^9rd%EoU3c7)cwtndK~c7tB@u6W%br
zS`S_W-xn@x2(ARgOc3BST2@i2H4yeH9DV9F6+uPlOx(Ls4uMX{mR1oc*d&T~(c&Vm
zIqvu%FA&7o|H@Y+4BpcFOROoGz7WKetE>2eNOU5^A@@la7Rbhmr6Ez!Sez+{w*=o5
zw;Qh!+5$_iL@Yzxk}WfmDer-(Ka>cBa<L@IO^BKl>NQGb4B?bNf>gy7mWyKr^&{k>
z#*o**gB14oeO5qk#u&4J9$J*irqkgZW7Ni9mx;%CPcjf9sZ}!6!(#Yxdd<czAI2!{
zvC(=y&jQy8xInLVTNt_`z(c4xBX}9}2D-Ht-;R7G_tv1pk-M$+X`nV2%hUc4b&Dyw
zoXc*^M%5~*$|!<WC7T{KTa_%w#5gPLTq2WC6${DysNG&44%^jQDUl}0I3JC>jV1uG
zZeuWL4<>_YtJ<X#18Q^+3t1b-0#*nPiH%ORT;co{idHj)YKEe45xxM<#*mCIM4S`N
znSN3fX`|N2iI5jja(}@Be?%>}=(LE^h^V~W9G%dP7`3rc5iAuFFtj=k@!lk#1$Y#^
z3|tnF#Ym<QfF%U!Aqit9<v~HVR&-fuRNzY(=$Yzy5BDlnGJ{a-`HNWbAtN$(@lJ-s
zg)R0^K)Hucp0wLN#nKY07mPntRIf>IRmuRaipn9Yo+*xZ7fLib6232z+3XFOxcCJD
zOt;ZsWl4%Fk2nDNN{+oQa|mHtxyG6ptrETj?FoL1CtzbmLTZ?ZF)=9Z=GNxL<HxXV
zO9Z@m)tq){hRk3=my3V~u2GVbto)g^Fafej0SduzOYA!2vJwGhnnHTz156pi`k?v6
z%V$@QuJ<<%TZI~8Eb=DwInmWFAo+Hd+I%F%BG?AFBl6|V7e`yWha0=2M!%fMrKxF1
zXB)-B*I$0~v+3(&oMArR$9(;mH|_Rse)aDkpFI-Q9{EfspP4jk^KNh2>Tiu^JCivB
z*yEFjtx6^7ceL{nVvH>1F$*E>mY^&_ivs@z^{W_19P5BP&m;lPh~LR2hxPIR_F+1K
z4Wm)a)Upw}Oj_ma7PbkB(>5kZNq`f{ch4t%5Yijt{(Ripns>LS{dNUgY^K*NqgQd6
zYvI%?iW#hu%P@>3;|aoaao|EQ34z8$Bco1z!d!Q_1>2C~ZTJ;r%d@vK7bS}Eh@Tn~
z63TEa2nr>_zI+M{g~$()VTX;wU;{oN9`=TXRSdGI4GS^y2um;8dFrKX8Jbm`9DRVv
zjtpj&d?-G&Vv*(=YCZ;?7JE`!Ub%0O7ei5FGY5*9j9$5z1vv!ae>R)Ihh#wVG8E#b
zP^(rK?xRAm(&8*k<1<r=*=Sl>Smo-?b<$=vhk}8Xr3DGCG=k0q@5YQL7Dxq*O~eho
z+C*)ffY@tH5pM{fJ=-h7k4C|Kkdux?#^)euWxHWD#W3J-aTZs5TDScaZc`+Jog3##
zCLZO!PnQArb{+!~R)WT;99eJ=7;VnHu^_2Nnt{l9JE{8#`eSyxm)TFW)EU4Nff)_r
z0ZwtB;X>`CVi#_hpCo=ISIQ&`r9zDk5Dvu5KQvVG=WlPgE^=60RMQw#9FAhHNGu8Q
z1UEH4dWy5j5|aA7P28iWd2mVL8=-}Uu0RG|yj2J+7<F;6)oV5I4ophaCL&%Tb|I^Q
z6$0E^DN>rlSIc2e=B>h}64ET^YkW9jm#0(`9H4^|J3S^Y;n(uxIx%5C6Z9lu@wGEJ
zr$l(lOL`HRi|?qTWxx#nm+ER8V;GBFlt2u1HiBR#YryM8KV;P+DjIQcSs6m8iI*c4
zVv1qJVp;>os*uWAN|L+8oWlTy8U{L*%p=MPZhUYS^c>MgLlzPpQobU0S=>xqup`z0
z<69jpt!UQPD|Ae5#2fL0@s(GX7Lmdjp&6LnCaV(m*Zl>U3<z%QC4qTTivTv3C;=%3
zvrhC00w;&|#*fMS9EFX51~Epmbucqo<|iY#EK!BIC9?lT944B<4UqO0B<^^x-ax5C
zFU8Ev3<k43=<*c6uF`a10fuHGiNJ;wr+qRIP4LtLDgm|}3=`zUQO_U4X-W7FJOqE8
zzgx}b8~GgXA`yl2y2$;OlBsc{mGJoxTL3pvQAC#+CG;%iY2VI9=oX5zfM(JzCNtG+
zv01K=gUF}yEDCWiFjWp(O=hHSyGNiHs{(EHy+)(gYBPzUPJ>Hr*SehWN;CsTqMP$g
zMmHE!{T9^LO0`&FaoL1EJpfx#9(2aD@eDniY5?H0eBoBTMh>V`Z;<d!M&kGr7%(_W
z<Wf1_B(yPFXdMLwPjisn!4$1m>SRmHC`ER?%E_u;P4%W6Hzq&6d}SHc%LX|{x*Fm$
zD_W?;6G#}xg~V(%0^-0EMGTN8M2vzQEt$~BRxo<uY0tx(Fk2FCS1p$!&tftXv$eTw
z=7`q;I17<F;$|<2bcTftTe}aAirr?}JHncJz|wr_?i~(n3dxd1EjP*}nibrnYg{*Y
zcwDAvCStS$0>&g9BtooJF$uHWG@#nS)#oh4Qr>8Yae6c=+$IejNx~8)Ixhlz5D>V0
zW^4R*T^Mk)o3LNKczOBkDd4rR)1CDCLRNk*Qydt+#SBl-ZPGEz!T91aCrIVE92o)c
z3i5aHmcWeVn1+*6NZ)DvioKiXu<p<HHxGODcC*BZpj6A#p1>*3jeLp+0AUuVD<3rS
zH8(H6cyMrbu)Z~FbhE)kF@}tgYnLm({poi<PhTJJB=a#o@_+ohe>^`t`R=Qqt{y!v
zC8N!JvQx@To3+i}VAAZacLxXS8~c<Mo;_uv@!1WnVziOxR%?d>(MIPAP)X0`F<6Fx
z=(U!TA(XCerI3$_!d#Y*s9xBfW*v$n!4i^!Ob+UWb}8F$R(E$cz{}I~F&?yNz8-ZO
zPtH%y_I7sW!_)osC#O66>!VQ{5Jan1OwESvW+lfjn}sx9jY1~LH-XQ?Mh}SzcM7Q`
zJRa$Ij5{eSNZee&E8r~lxz2)nt(V5bPQS<Ip^#6<%lS;Dn5&iZv;t=m3?4d_RLW_N
zOPor!N-LWZhqFe-wn?&Zm+rHbyLVXISq(bO)?PP=Dh9A%>Xw5*ks^tE*x>k+c?_&M
z=zM_|MWm7799U{@ZT#!{WboqZ0>&U%Dsj}+>DcJWR#%qEdap?cWNXz5`troOjk~Z?
z%^8_Zjad(lUJAFKWD^E3j;=(I&?^|ISQj!0U=v!nx4444UZqFrQcD$_yNxPAO{6E6
z>n9Tt)*7G?=|qa=Tl_hktQjqEaZ~rkMvv)>i&zA&xzi4mP(-L~A}^2G!|$;p8`6f1
zYXaA_T0tn@#^^;;u*VxR8?lm@@W4Y$V1r7n4*>ygg50P5Xj)bnm>|PQWDo=k(Yx)i
zI4QV+_JmFa(*Okn0Y}Up4qq&isFbVpzu@kNwo3Z7RH_t<6%+%e_<Fg?&4&~u*hW0|
zy>9!~$j$BD!2OO*sKahotCc9CFc8@8*=;uZUO>1zO$M5$Dy0(Y8LL<(^*p`snY5N$
z31KegK=zxcg)yAMW)^?&Y;U`*4de=;L=u(q-xlrBBFa_-agqmsc0{cbIuf)=R!-an
z5F!|ycrYX%5wZl0--P>xr3t$dN=l9Vu*^k3Q<2UPqcm$W22KWiWHi8Q)B|yo;vNT4
z#15L(Yy}R6|D0iI@$NnPm9z>vq-=`iHC)*yItV0k9n4F~8q5ld#<=*|UGfE}m#g=e
zta{7Z^0IVki9IIEDYwyVXGw&)NT~%NrdnB1uB_mAm)xh1Tg|v7J}<EtNKfP%L=|2;
z)CngWUR*lpVQgrP2p?oZ!P179%$a<6eh8Ct<iVVYXB)dR1(8%P!tzaGa%R}j>R^;{
zf9A~$_KmhjjN<Gf5vBy|Ks1M0pmCzZFzmsY5-DJ>6W36Yk8mVRmW@kF9MKX`nn@3Z
zpq9y%Vo9IL3`mNq9ca$jxtYE30(s1)u*b(kW!S*8mx#n+Y_<W{4+dFGTqTm!ECkEl
zdY#Y&AM|RmnT(~j=F>tp1s!#L+#fMK<#V&)<mliSv3k%OHtG#br-)`aGk3Q)vnkRd
z$x*lW_`$=2or7V2%<aBbpva~?>J4kvcBNcNrV_Pk%?~iG-78R|9q@Pfw%Poj-e$}>
zJa1dG^;A4#voM4!6)P(yfGtMKJ(aBLc*e{cT=zEik0CGnZk3VIO1gr?#OM7sFyiyr
z*~B^F88Q{4Wx4gbHJa8jYpE4H35;Zv1i7K#W3V^sGSMJX9F!7K5kQDn!}~-|(u47p
zD?F<`v>==eBo{cDKDvC;?zHhf(7?WY_j8T}CgrMDvcP<Zj0Q(SfXL{dHQ~2cGkqD9
zD&C*i7z}bHU2h(P&TqB3O(v`e42O8vLM{_6kX$px)sosH2J8R>8x{nEU8|x*lHG75
z5<WOSnM|2u%Xl6zhOtZ(kx88zi$2VJyk`lo9Ssd1Mx6Q~${%k(fRK(bfjG^28sQki
zQMQBrFnqQTH*eXWjJnf7t2^p+2CX&@MmDx&79toxIW#)R_ShKOXjgyt`s;%Y8l;Zq
z-F`Vv!%MP}gOHp3)ek@XJbitPGt9^Pm>)iTc)We^?U%oPdG(52A>^)pIlIwm?heQ6
z-QiY$d@$SCo36vM>vu*VQ)qZ><iarzHS}J%U#YMc8c#EyW)qhPxxwdkN~uiPQ_Uo*
zndFEYCpEY6AYQV1Iy$bEFnzU3=}t8>XcgC|y}iAS$+$Zi)~Cb9{`PER+}jxs@Vf8J
z2dBHky=nJod%iwy&WFv-ai8K_WV9ZuOeQ~|uPhDo>0&CuKQ!zjh~?60Dmh>y<OEwW
zA?i6I9NlA;VzyB$K@X$Xbv*3vAhgYdFt#z9bX(0df(SQtubX>17dL)J%87y~UnZK4
zp;xg4WXmI0OV>o3q1nJp0+bqD0unx|kqfe`$$%1wphSQUSSynZ(pG?zdnQSB5m)<Z
zzt7LPJ{d8fVRuJmQp#kD_wU^K^e=R3^}_wTT8)yeAX_j(f0AVhJD_`?{*vlvGto80
zDqM1YjW=fDv(M2(u*eE8E?pvOHDkkVd!UUu3W7SoaPE8-%5hhhpcjhJ8n$yY-Q*@f
zi%_*G%l6vYK(IzY<o7ThG%HmUB=@b^9V$2DC73Bvit05r%z06O;-uUp!iA2mw@8o?
z7gT=~h!KAa!3xei^O)Vhy3|4#JsJt~*a!lE7XxN4T9}35Ul_M^EM7E5w~I`jU##|Y
zR5M4IPlG{rU&6K%4#jvnDH8`O3)_n8s=%xIu&*<$L@?OE62Z?8l?2lZJ4dQP<3Z5@
z#J-hh4<-p1RxE;*Vu8_(i@XSiz(wJmkfUXh^->-`IKDDgIj|$Bxn$hJGlpA`geI0P
zL8TChMH4^?Zk^!hVNs&$a1$XMFC0y`KQajdR2_sbOmRq~ZV0M4YDCo3O3-h00U|xf
zdS{AknpO*DlY%@H4-23*nT)eMmFUc1a2QZLV2tCsXQ6{$NBn_5Ou0PwJE4OqVG_u6
zN?!jpm>AUm@fE;8xgG4VRLl1lNLhMJw$*$0l&dRRxeSNDPNAVwkCpV@Uw*2^x^K42
z7M7I~sg58ja5ag9_2lZkyC`NLdDj-8Py7<)gbg6a2P|HoLSkr`>|Vim`g~Ads-+VC
zrC2b+ZXL6eV5*0LL>@p_5<V@avvBw@cadJ<)31{&oII;KL7?T?U=>b4!=O-OO~kqF
zwOV{O8~*TehOB8k8w<B9(8%F|q*w)}f<E+5;i-07Mb9!jTdg)=v*jZZB5w&uoEi-`
zVi9ZfyCUo;Q)x`v%t!zqx{WqoJ3i^u6%|rxa?{jSB9im)SVZQ9H;fE)3B)~h)p*q!
zm0BG^HV+J^u{|DEvzc;63}D@6Z+*5wJwY)K<)+tew5EeTQuUzQ1<ks%zJ7FYC~#r*
z2Erz9S>&?mct%^h&*$w>a8#_4ixd`abXH<~EC-Cp(bS+Bk$DrmQ5`<cBQS53D-!A#
zxv-!PLAX+Zy_KtY@~N)nOvKyCLerwrfM)=TDIyrpCuvHAM=K6U_L63U4<s*JY>b9x
zJOg5Wqg)$SEtQT&`5MV$J}D$?Jaz{{oI$04_RGbY9UK}XPc=*4L?}>7MS)9CCX?OW
z9g`kIgY(lr|99}a>{^*#zUriwOtHrM3e}5qDDOqCDjF)UR#!2hF&1)#p<sw+2<Am{
zE)Ih(U^4&~1Qmj&r(Ijcp$CPSXeto^u0?R7v3_ED=h*0SyADoH#*-;=BqnN1WlUcL
zU1^na8;s1}<ZAGM1srDDUQ+=fVKMY_3}pJk9z)oG!b<Y6SS--S+s(nV%U1_Gr^D{3
zQLHpe)h5zcGDqc82qyq8Mp)Cp&4Qv=gZJC_U;q02=rN5^Q%WJTxk@@aXh2&E|L)hn
z`g!{Lcqf^U@sW2roxSyguikz4<<0wIJj^Mvn@i3bwQVY8d!u=8yfd2f&x7M9utKwG
zmO+k<K{*?8q(eUX`AGXVMBqFGhq0Q8(fn9U1>5C#tDFMP(<x*+#U#HLu)=JD&&C*&
zYcbU<C!mY%Zw*O4?(NKXcc#=D%|_k*t@-iJ`q9qj(cb3C{$$uH%=<*eJNuiH4FZqz
z@g7}V-4=nPeycR@lyGUVgBakc#a9MNI+f(kT@+-nTnkEdnVn!(80R@P$72X(6kA{d
zp}hqAH-ZLN*ioPQxNMJNwn8SKjBy^U&>RyBB|}gpQEdpwvw0-9#RbsHt(M*pZrHf!
z5lk4`Qi&KBlRu@0@YW(C@n7qFW#|=^!sf>8;prhm*K9o5n9hJXG;4LtMe<b%Uavc!
zeWFyz?%%t&yu8c~lARoFkJzU*tSZ>xcs$bOC9jLauU(w>3^=BOIyt4cYU$F#>f$2Y
za?I6A>8ew72ML%tX?OfuWW@Apr4Y@eQmO}FO-q;7giY6C1}2b>#@!}7y%7lZAVX0(
zAgMyU08)XsS!DVgHr(l`SS|}-+kj53!nBsp<(LfFaK*zJhY3ijiSYoq1l}P)4Vg$P
z;Pl~7XA37^lOXFsy2cC5iCElaXe6N?*B3OKxx+)&u&~n$27?gSyR9MXK7+w(HZq5R
z=)`M|Q^Q}#=B*YRG8NEHR2Sjs_65i-3Yfg#N2IG%sL)=-kHamAaSpu%j3+mmOq`l3
ziV;9Pcu*l&99N1E<Vs{2Qn3_nE1p;o1PNSb6o$J<7a}*ANP6P?LbjqC2<1>1l35j@
zFc6sHH3eyvrcg^nAcYq3|FidAO_Js5dEb}ejUW*rF1groJ>BIitI~V#z4zXGpIMn%
z-gH%)X*07kvopJkT`U1YSOSC*5!?t$3|)wqG}0Ar5dlfRe{JYPbi_n-O!RbDSEV_5
z&U>Esd43PGK_GxXis#OV!mT}-0e%mnmYI;S0Hffs<e0@GQYyy`uKuHaT7eGD8Uwlk
zJy1+XqJxRzJe?6Y7t2IKi@?*c@G!AJuhl9PY~_$2k9PNXbsiz%Sn(|2Bk(N~d_#ph
z5`BCsyPiY?ZI3&o2qU7R#Y?w1QyB|rVF{B!ESGUdfY^facCfw0k+b*tXY50bDm{zo
zohMI_e8FxondAB+?TEo1`s?FNNd1Ai*XxXi!yW+A$+*>QLPUv%kTGF#@F{>%M~Qi&
znXeK9<UL}-XIly+jTH|H9{Y5yg6lHcr~`?QV}@~pLn09faJz&8%M4(Jt`-bZEktmF
zn>BEPEG&ULK_SB%1~b{JQUZT-3Bkui^Ezx6<_G4k9Pwf5X+lBFmLz)sZCR*%3Pwul
zEE+kLi;P}CB-p1{imd(9&03R1AtcofW!#}yJ|nE2#C!3rWn(Fi*_8?=xND?tdpa7y
zbDfSR*<>P@jMs`eJQBr1Ih!g_KQsiaIvm4m&BmkP<~VH(2R&4DWKvM89vcOh!E}TQ
zop>sd;$x^}3GR0bUDO6)3;EZI4telwhhR0gawI)9Q0~DFOHthS4Rjvpbx1}eQxIl-
zf^mvBo?;*xHUUkz;n?$om}7NP8Y~Fe!d^B3$l~3{XooCm)iTE`9DE-QM$I7iVQ!ic
z4J?rv7o9j3xGlq7nhW{(R7T)D_&f`U?}NT%?^t>$-~RLyhBsy^fHf3hlc!~zW<Ez3
zl}os%;6PO%iIYn@-rFK!LdX$C%ge4^rO?QZ2tP;oQ0WDWmA#>dnUm8dI<N!N7iKMz
zP*!*##5(9Jo6Kia*8$g!V_)NA;;^C9p?VRluxr&Uqk*jAmy3EGG_Yb-g*X?*K^OFd
zP|_R(Hw<B?6+at2to`2X)$8xq%gX^A+-j>;X;wMACo`<bacnZaV*ZcgViY+|6@UI`
zzy3F8CzmJF&9K=6Y}>Cl372Jp;s5aO|Ne*R>qDGjKHSI5^tBjo{`lKp|M@R}0j;YR
z54SUklO6)paMB?()LHgN=aZA0)4M*4yH=}|2OICm2JJ~dw;`ByJ*lv_n1D8JD#U|y
zYQu1;<)gh?4w<VI4-^x=awf>c)vp#RtTl_7d^}u(LD4E8YAwdC6ELK`_H5GMEJjea
zPM4#_7_3(Ray=gR%F}*>iR)z4TaLQpPI=TK8(yjvIc>)0{YJNrW1|5yfI8}_(4CvD
zYAzG^<I$p{j%*Z{<4l507Td`*9*;sY#q@;@J}XYY*?c-)%xAFfPcWPHI)o+*aFe5<
zMg{9cj0-(+%P41izn4uV27BOR)a#Ph%ce-*N6AhStzwYF+10M`ZE~FHDR2Y{3&$08
zt=$6NSf@It#|?D7fsz0P6dw)})<-}7S6p$~O}SmpY?fG`@)0D(3dJV!dL|>LGTE^N
z0S%NVPlQfeYzzTN2sX1+vdh^O?=GewMlxg;&ecdrFm-T$@rR%r5ZNqx9Y`D^RFd6&
z8aL>Eb~zoqRtCzPk2Fjm4wIEjtsvM#SMXD2O)i_Ei;z4Tj+t{8@Fk3GE>4V`E=6mP
zAs)$^G!%JT0JH+{0n`EZAsvZvQbnbJo`nU7b(KwTVb{aD6Js`hD!g^1+#-=QoK-;d
zSgRPicDHs#eXhgBA~NU;d+hWs2cW)ZxtK;{sbsQIsq&2AHvp0%WPw7(AkF;46g23L
z^11wAFyOwHOB@pp6Bo95Mpou1a7Lu?QjsvGCVb=k2zn&r!59^dNQvw^L8LM~pfxe=
z@-8#9Ge=P+M=c;&4<rb{uY4=a%y{E@BS_M5Y_P9kD8kj|veOU*X>FU-6<pKDjfN;2
zV)|krVVj1@2euiqA(0IN4mhcpiuq+!iHVB<1>Z`qP->6miv1(xK_o9+VGua^>F~G|
zED4`(Q*bQo+1vXlSGeU_<uKb|=R+rvKf*BaLd&JX;sxbiv3H2xsA8*ifC~sluIkyx
zpYfGO_S;7i#0ri9W;r<s)<YDqecnU{RJtH}eRyZNW->zZf}r(c7Sb|EqfN@?IEhv#
zi}m`1{zGbg2&uu9Lg>TuMjVyU98W3}fg7KHq}c;`LWFb+gN?;Tf)By~G|Q-f(CY9t
zaTK#{1Z)L9oynGi95se3H7i&)aT>{i9p;;Y#y}+v%golqFL42>BnQBJi}3&^QeIOE
zF3OJ%QmDL@Z1%CPDAuVpk>JwN1k)7xIDl`<@f45(+*E*mD9`+KM#SZ4+^%4!A3|E@
z9<AMI4*QchwGS>#eLe~(F$J<<C5Ttc=gR3M<7T6f;arr@<{R}MRxTj_pzxT+DX%GK
zGdLr<%?9^+9OM?QArnmkqz(B(fYI>yVWKk-Y!P>De$o(DGslMUa8JSpU$8!8QuUFP
z<g!tL&B?$96448qE+wrPz>xm@79(o~sQ!q;lv%sDD^SU}Z4et<U|cF98HcO_?P}n0
z$0qu!sHYFad?s7WCE|hHl2LTQ34|mF#wYkHd;?0X$WF2a<`Zh>m_%V?#&ZFL**ko;
zz4zHCCYeNke5ir<t6^KsR8NH{z}{^b5hA@vLDk`*^x(j(RdK_{{0}~Y*_gf|jGhq;
zizXex0a_v`=7#+O4`1vH*iMRmaB&xj49E+@eem-a59HaYJYf2Yd#MK%_<F?OfX(32
zD*=CTTH_<i(FrBY<M4!Be(s&ozGCbt9;p<ZESTtM?(O%+FJF9fzP_0aXN_WwH=4Jp
zkm3^?B7f@V--5@7>TI+5ZFW5QfAbf=eRcQxWV|FDnTy2BsVpsf#aQY;{m1|Phw1CX
zon$`5NB;d6-(RmT|M;t){q?{8WiIS5$0O~0x?e8N`*hy)7XALb!v=7E5B{swM*D)(
zo{oT2wRnv3q#viNKkl*QBDCoG*)X>9(P2GT&n27C=^4F}!D=SlE^>s2dX+rO_*OYj
zu@EKNy?SvuY@E$|8!Cs|%^8)q9qg~ke!DCNuwm_N*1cE_7o!$j(?P2|8`j7D@~D#^
zwhR4MQOsIxAgBduM=Awuu_gFlU{gU(_nL*X)p*>k_nTBsq^RUg(?%2kjUM0>ln{h@
z%2R^WgcJcvMnl;o9c@KWsG~uz+iDKljq#vQ_jkEeYLQA$r#RU*s!V9@eitTRmVu2)
ztW_(JwiL|3dWEU1&tO`wPp1=ZBoPZ(TL9AGPMIADr*2X47EdBE!Lt7BkN#*2xU^0e
zOXlDtIL(-UP=$;TGXM&xRBFs)1go*}GZ!HhaV_L;QT;i)0_0@xNk)!KD!PF|No(bi
z-3Y*+A<BG=8($*Tso6~$^SK-%7!e_IWGMgS$0?oz<%%bZ`{;bKfFld}hyWlNw_Ls&
zBdX?b*K<Y8W+ntQF2@>G*h~0Kr`2d^pu>~`$pHWlLmGiNzuOxLr#Yt@g>=T6Le5OW
zqebq3$PF`}=?+g$JOEn3096f^0?Z{*acCjqXU(LtX3qT}tdt6+9HWbxaSnkFQ##k~
zc#Po|dYql~Whw>!gKt1q(#2&cD;8DRQm&jzrSb5?A>qlT;#jZ);UJ3zvWFr!2IGsJ
zBNLSHx!5s{_(|OJGNM9w+@g{jbq=JzFl;B{EH&6i2vmLm`h=+D<|~<_5Ih;(Sw}L*
za^&#W46$&oSfFCaS0AA$a!vVt@e^P<@{H{7gr$uX9?yvM1Y1SM7}NuuT*)ko=)}a!
zA6l?eF=sv9vgyqXOQ@Ip371rYlSCtR*t+(Qc*RIB%9yo|R65cPSON7WVvLM!63PLk
zz$KJ`FZOr#NkhP~$4f6eIN}SibpiL-efkVZgzLLfatMxqZ@c&TQw0+{LYYLuC7wu{
zcwj0m05q`!eVo}CsQfMuj(t)9CNAsJW9)M{6)`m>;{b2NBsC}lJeJ78oHMpD?+IL(
z%Y)L$i%(k4%GH(Wo%vm(qsx-ZJ^HFvc7)%XrYC|ANHk`G0@OQtoO~Ej(70p+)r1-W
zMueD$fS4HdiI9)>1r~FKNYJD_O88xznp|2HIB1j>sKLcd{Ne6~89NpTaqk1co;PvS
zZULI8!GFkC;7DM(ujX^yp3S<L875%6fYN8;X<YPlixYS(=ZiQY>ELGKB5FG5bV<ur
z3MD=)gLZpF9Zt2<hi8_|isIR#Q2CfPAyMGmBNqvVf=@pJEZ$P;p~Ef@JTbx}rCgQn
zc)A*)`XgFWyFtAs$9BNO2H%fQj|rR%GBs7?B6&4%t!t&neB%E9UwnuT`Dl?b27Q*`
z4u_YXO}qnYgaHF80yy&zY#o-=WIAZPVt1^U$-rtc^N=DGMYkr6$Er1}6*k@uz1c;*
zwF_nl;5@$&;xty^!05WgV&V4gg5~w@r=J16C#xxW`Uwgx<FRyqM?xm(V3*1wa2T@P
z9c+iV6J<vd>|wOXQvl>-5?AnXFmjq=XG(^GRkRmOhQ;JInz96{y-tu{kh+P$Finw7
z;JCsQdwF%i9ST0f5@81~eh51n8roOTrpG+S)P#7>4XMWpTg<?-O9a`Wl<B34xDoF3
z2!LT1@CuxY9)c2IzWruBU$v^u7F=8k8t5wJZqUsl+u|3HG?I^I9tO2a{bu{`{_@{`
z`SR`A`~=@uC6z11v!!^tp2_~l-~H}~>FYzBVLsf){JY=%?*8oT+n2BY-Jg74PDI;<
zd^wruSF4-pbTJs63`gtXcr#vJpKLDXV;r_qW}s}Wo<T9TB>YZXL?neXVPBDbUn;^p
zR!juS=`eJxY%D|#M5~agr(^l3uUQ~hlBSA?)}a=YSU%k;XI7);tXuCjtLx?H^rVmK
z)os)U%?gc>CxBRI?UQi>)7NU+oeUbYQESqxj0dHYS!*$Btj5hruat{>TNUz685C!n
z`FuBA`txCPI;ans#Ok?Tm60#gpjIRr?AGg;mcW!jJ$+m+LjQA<;KqpxYXYwrk{73O
zIIeW!G?A^!WtIzrPODbRv#;zlYfNS9^=dR6RLaFht=eujsqt+$>KKplhtT2M>%(;H
zHmh~gQg}$hfgnMu=p)r(Z|mvjAAh8hOUX6q)tKG`C<*YKaY<nBF=&)H(6A?E;t8_S
zq<`F=Al;i>U$_*q%At*f3?&|NFbF%(wuN4y<_brP5Z-1^kSu!StRT5w2LfR&r)5?h
zfGiv?lz)qwn`KQbmd@lW_?jqu<RS}_3zf|80e2W-=fz%3obilClAByC(1o1Dv@kWn
za+kxgheaeS7xJLp@w<^o13~Jvvp^)Wpw{cOK&k-X1HOeVhCGE?2<Q`+hFZSZsaFvn
zFlpobAuoVs3-1<wbu<q~6i7l?$Ow2!k0dZrk)aaw-V&P#$9S?7EK>agjV&msUQQBi
zNMW!k*d{~A<uopeiok?<y>t;0W@Oh)sEY=<bSgz8EuSgS2%PZyD6`|_-)VOWg%XHe
zW+5CSWER+y;sHa?;pgI5L2)6%#!LlBik$@+2L>&U3fSPtJ1jl<5t!+4<5Nb=iU&|H
z_HQaz&<yd6@hTA{^nlUeDg)nMsE9@|tt1)Q^bwQi=o8{1+ajh}pjdPdDWO<kyAe~L
zP641^dGKskesBcAo{c2yU71A2#!9aw7;?;f#ikMm7rRb&loE=wxAzbC4$&|%n_&;5
zae&J@Pgx_CvRPJ9PIPbptAvWcqitwT{C-zJTn`V?CH9{^Q_H0;W=J;0Os!fSCOVu{
zMyO>JPT^UTDR>b8^|JzIg$47HLyIURDj>;`SRlxwGO4&k+Ec7{eN-6>$~_)4q!<Lo
z<Gnqsi4-eCxnzYzHyO5kzs-d=%%;<!huYXGG7>9}99k8lSIq4S*==dI!WJW`SC-~L
zI17;wcJ4Aq0Lw=YecT=pUJKUw-PVg2_cxbk1T6uI4jNzxqeEa26~yTT2C%3<&@7jG
z^&0OT=1){y;23<kaM5?6^p%KH(^^aGP=IPkAZA#zYQ;*w)1^%tu^MR{s7^JLV=6;9
zZ4@EjG)w8+w9_Z1$@>VD6%ZgbLkR73PFc}Woo)aZ9G{rJSTviMqPKQQtPrJv-$hjr
z<&3-nf_(erbIQ=sX35+#cUk$pa06<PyqHf2T<GNTpxu?FHVrWxSgBH#jYgwhH_<{y
z9poTXTxK65_Z~X-jB5D*n8aY_TQxG55zCy$s#C<gBowrQOdAdof`Gn&pu`x(GeY<h
ztXG+AbGmLfu|wF<a=9y%?QJUnc|eB04)<7gt7H=JWEznU04}%9xrH}cvc02`$=KKH
zX@S(yv}ILMRjE{B{>)~O{9%t_9aZC@;Iu|b5Y9a)Va$Y-Jd$mUaLU1;s?jJ8_ebL~
zypgy+9P<W)gkoIa?wxLfmb@grx9kcD^N_8D?~PTGPGQ_8ux3DqvEXL&?li%}*WuGm
z20f?C#jn5r#rer**oK7NAhKG`WK$t-u^^#g2(aP3#}vo^vZ<d8#((v1{^H%k+xzny
zLjC1LHXlh=Q@LKb_<#JT|LuqA>%*O7KF~*gI_iJ(;^n{l*S{*pLd{&Rk<Bf-gRA9g
z(&|k+-FdIK8PD$4>+8jcBHd22&V44`gjBdeGl=^=F`ok#Htj;$NFWc%!E1y1#oCb+
zNhTJl=hOKJ^^S4MwL6tey_n7=g-IS_>!49SnRX`q+PGJ{*o<GlxW2hK?KSH3`<zV&
zi$Uwv&3ZAY@&&_AZ8qvmhpqXf-Rl$w-7<fOA8a}(_Z#U}3GphkS&rzGoU}^ttVgZ#
z86y(%SDi|c<e*g=bxK8WWGG4`<lPpcmn<Ph*mJqdWdR00$U|((N$!u;1~N4wIahYN
zP`DQ3?a!w$fg~}Iq!O5hGwiMM8TO4y6fMZ@S%9Bz57<u}xlCMC6{lmVY%<MlCQ&Sw
zWvmi*KK~5Qv)67d<g-+F2;V+yGPmdPB4cAhL)d}p(`>X*A<&2-(X<uXx7aEQw+wzH
zJlLo%tUmE{kro$$N|zI|JqBPcs4JuSXitKaK{p~$DF9*+|6x6Ve>ACei29647~N@g
zWZ1A1MK>}1V6a!CFY)J4CiIxPK`vkhHyNy8tY|Ya5hZYPoptkb4A@dMfEonofD&h@
zk5K3dIkIN5Gp4xc3*ee>HabC1kRN1i$K5V1MGylB2#|^6hMnJpVP^%Iq`boP&SdHj
zF|#0B@k6<kluJcwpaB%X3S$MypF_p~jSE<{TH^2wCPG0jrr5U#qors)3i%Cs4O$lK
z2wsy4#4Vp6pcePySh-2UvInFFrJ98q#du++nZ}1FT%k_{!x+U`Rx*7tPrys(p^&-Y
zzuf)v*l@@|h;^Y0na!yPEynQ1arts}p~exssvP%=>gWJ@22B;TT*&E20<mSl#I@pZ
z;)2I1$0++KcJXiBybA;qY!-;IKHPMuh0Ht(3_Jk6cJ>+nP!vVTL!rhD#&VGHNh@Qb
zRtVRe!@B?MDHlFoeC8;XRH-~x;IX&i^p{Z(!(~)O3IOB%(~q9W_V$l=cMhLzaTJ*z
zXEy1<G4%EQr`syQTs?aFnYi>Lxv<dWM}VM&)duzoS&!8iAn~BxS%}89a#9Jv^}<%z
zQbs*57t%K@D{>;FEx3?j*}`hY9LoicLy>`p)sxGFecFea5SN!;R8V0Ex3R@@qGMo*
zgAJwA1N&l2&G=`Os}n-^u-UZAl;1}`U<~8E)s*C26ni3TCV&$)9=6+49#`0Eq<0e#
z%ER-!ckka_Twa`>ot>^0BqbZgGKomcV<6W!NHBlm<cH<k6Sj&;F`MtT+k|0-hcn<W
z7Ylq~n}P~ertPSbNQicCl-zKftfBx1R_oPr392g0C;%qHK$@*2A}Jz1z%;rQT5M{3
z{8@AYQYa)ciI7-&GSU#oVFl0oPRm)6aEHe)-IL%7;Ld^rhMN;^l(-Q?tV1&-StDAA
zs7Zttvb)Fnk0%12LMvB;K}P(cT!{}rHWcLdA*at{w&8_it`_+B0EZCW3R1=}6BslD
zPD{`zCRTC~w_-@B8s;}i%<Bk&(&0!GXi`*1?tQ3FG%<9s4J1=Zs<cuBkyun7E1!P)
z2?-7jEl487!Er)$EKtE+w6CL`Ek-P+HS|*H-j0ejv0Ta_0Vz+-n*3M-!I;Dot@nI9
z@P;woljX!!5N7cQ5mx`G`Wg*v%n`CoD(r{{dAxb-a3e8t3LyuXN79}eEEkyVxvzQT
z@u~z>)r}}>4bj2v2W!tp+d!tkBdQiKeX%`<V&QuC^7)_r>epw}O{Y}vRG7XB-0?Ac
zbE@Hni%-1};U91PunnB9Hh=vWfA#I#Zy3O^EFyftPpW4jfmeT+zCO?a=7WCNC;jfL
zi|fDrU;YB)YZVJqKHn`>HY3dTgIT+~8jaTD>E&|qaK1vQ&!?kpCMvF5Ugzdyo=(Kz
z>}5lgJcdiD2z25C$?Bl5nvM5sl<btSID@;VpBt|ivk+T=R=Ln47M`X9H&ZJnTebXb
z)MVjE^W)ii(rp&!gVx<CuCDTY*ka0Rlrqd|3q~*6u1BqQJvZ*xPpGf%lNwLAD(P9b
zGN|QNlP>W2A^*JJ=r;;<7)|@taj(Meayf3V=be6w)nqXhLFuwpb73CLd{Ccs%Y4o0
zdQA2P@I|$dBI}J!znDpKABW*H=%z1&cpc5uKFE+vQ{?oCfKkd!r5dL@p&wby=o_3H
zeDslVmFK)<qE&}B8I%eMo)C>n!A!^YitBi-oTn5J_ybk5p-{L~E|MT)3HV6glKQ-E
z{uNhwf^uGuC_f@NO<*5|gbfi>0w#P~i)g?BGC-FHfK%LAtT60)3pFD+pfG!Le@(hy
ztCX@f!*k2Y(C-VzlNs6x@ZFH+D;F`M`!QEj48*9$^%T=J)>c+3xMW$MVP#K5iI)jv
zH;)rtNUzbr<i~%@Z7GZeDsK?*(5wViQjL124SGHN*X{_?KZwtVK?|`6({(BoHE9_&
zUCbT`HAD+V<+KL>la{|_-T*1|NPV~C*MbSp$d`#kf(|$Nb)5S}3_TD9pn(al2=q)p
ztlWCBY%yAadvN#x`{J#^*}@Kyk*wS5@?!F8qn7ce5VB*lO!$B|j(N;Z0TSLMvY#Gw
z1nM1G{Ay5X2)c58<l@Nii2w!MgGr3-ByU7Yq}rUg`e{hudI!+epw;pX5g7r7Fuc)!
zM>UKviYt}S5`?Fp?i3?SMo_bQs<ct+7`=d85z%6C!#<7!hNTbh3kg=%e8^>N3|T4r
zoIb=ZrA#5Dt^GX+14JjJ2mBN{E;3$oxL%+B<R=siu?0rO!mgu)Q=!)HJ=;MFW83)o
zN1twe`s8SLckkI2%UnwRc)nhjAJBp9KmxrSoBj6FXN-R^R}}{Y+?3!zz0B}n>aBKq
zIbr8Api)>vb2?j50a%Ojegss<QoKfjNuuD&e$43QBLS*|CPzk+E4v2b1eaQ;k$ty|
zumA@qt|aQFA|5v~2>Dfl|4Gq>5w5W2bGp!4jS6MNNrpNhAiXfjt$0Txj~G=KC4EVs
zKjrac1A!X43W})98FM@MB))n3#r4hgY_Yh!x}HylIM2C@N`^zwGbo$Dmj&SgZWuC1
zED%P{D&-1o@X@_?JQ6Avh4RUzxrfJ~RTuF|;T9`#L=Bswhls*)Hker4q0I4?u~|co
z&ZhG?4!kaWq%^s^+1(QcVS^cR2cjO%73Frl1q+aS4Q@T~F0v!bgrg1}qmf|FJK#QW
z-&C)%_^y?!d|LR_a3o0g_i@5A3vv6v$LDx&hhZ3lAMz9;81fgl3<0OD0Bz3c^+Cy^
zbQ|{=?l`rEwI&;6IvFimxltumL&Ddnxxs;h%>>Jh1Q3sq!w~@d%V*XNNK7OVQ5RE>
z{X4)ejA}r;kfmeH|8!R!z$y9kQzQMd2fO@ep`8-I-lx*>006A$3fDuSQL2yj>DrL)
z@6qnci^EaD6zCE5O@XOF9_K_s7bHn=6kbY{_&pP&kkRBIeKZ)i01-1^;hao`!g&O2
za*LcejV6|lL7Pyt@a6L~IT$<^Lxc^kRS&ZZ#2@l2H#ate8i*NH9BiKnVx+>MFJC=S
ztb4V*9`lx#YGfW8#bzoTcN!VqnDYZLzL)^Hm1Xt=D*oF){qvu`e*f<Nb-P$CC$oik
zqF<@jbNT=LfBxqmw670(lKBuH{IWlMdHMWrfBV+}OpEbIw@_TPdZ$A%eJ%La8*aw)
z%air%yW3i&kxNCgF&{$|{!c7b&+jhbYoUOVUoIs=#aN`2NI?2(=8_aX)<uiGr<4fb
zmf#EUhOupgZ(k{-EBSQ0O#61d+bFUnyx7dv^WN>%95w88G3Yi*T@v8+;;38gR<kn}
zj@`=1w6~n}MxE+(&>VE2)Kn^E{21|Nui7od$Ia5L*IbT!t7)&_E<p@i&wA&pF(cOb
z$?#;_UQU`bEFr02A?bg9Bbu_$*ON8N%}Mk5&1x|pTwZJnsqnx0!#`Mz+wWiB&IZkP
zIWedwC*4B3LYAu9s<MS_CfN@Lpd|RvJ(6)S4hB>*mM&B;bBW}f!?3`~&f{_<6A^Br
zTa9KGAVwh%-J+aJCBq&tWA$>wi?n67usH)K3MT<ec_b7jPzKZjYSZ4+EzWqn$heoF
zo>F{#uzP5w|HUUTiCn31`RZjVq!MzMbW(H1wHWCEai=3;_F_cO5U(iNsp4<*fxcH-
zi5+<f4?=jiB3Jpz7UG1$-lJuRG7|es#Ns3(*>|95@eR=knF>rgJwqno1-2WY4(Z#)
zmz7Sk5VRoNVbx}$aGLS>f{V9nRcfqfETlxKkH`-)PWUlpL6@bOI?RjY@i8Psf)QLy
zB=SgBDx@lQi{PPxZtVDw#r#|`QS&k}(zPD0C;4Oo^^akLSpq??*J?vOWuL&$O+|uu
zvACpi*Dox`(KwMk#yPoEo+PD+HP_(+!wWlvouC*0d@2nZ0V)?~awHwzG3H)g4=i4c
zln?+IZqv~avla$prZ0xN$A>MZ?n+(+GR#IJ`AQZ^3|&lLWLH6yqpk6FL)BofYE~$D
zt;_~3H4D7F3?Ya6`#W3DKxp!K5~!*+J6j}h?s$)B-)0xddJbp+izogZ6Z_7Srzj#Q
zAza-Qu<MVdZoavWlm#7*hxmsnjsYUUZU|ES@$Md1K)wu9J><*%tu4L@Mk8E;(nAUA
z3aB@(t%My8c6WG2Tt=UL`myi|3JbVVzPHcL3r93NJC6lx4eMmsZkTp#q!_Sd#{&T-
za0<8>JW`Q_+u{sEPgNni9fCg4N~KuK7z3DWF&RckJKE_~FtESozh27q9${!Ik{wzd
z@F>5-%DTUi&*G1Y`GRPP;5W@`d5TxiY>xSS$$*!-Dby>LP#%-TuF)pku3RX9ESB<m
z(_U}4TDrYHWAESV^+w~#dc7%TaTJ6*jXKc3>&@zHK1J-}-i|@2k}1Xfq?ox&^08QC
zA;obugmvr>(*p<`jI;&%ShI{pVOTAdIhI<r;(CU{&!Zq)=i}WWZNcOY4kZ=OHp*3`
zutb;zD#B@m-_Yt#RK({BaO~yDgWGIze~4}`rqH0x;U$KsP&A5pnkH}#Kwu^rDm^?p
z+}meUjP3AfZ=cbfcmfkRY9vD!Iys9!QVGmakDorlv1gqP=K>1>A62wy4h)l0#lZ&n
z3pyd*33`P@TG>P=rWK_q6LeM6A^5A5nF@h78sUC{rbxX?O4BXTKT$iXR+AQ{`=eef
z(CL6is**^aeDpCnQ|0b6>Gm_dOb#|sEj@w}!T6+-DR4(<p|VQ$oO(UaOLnkNDuhS~
z3b;{=6-~;#jav){1xJpU230Boxyb&slcKm$mIjoJuR%{%A4|A@%*5h(UQ2{=k1tBi
zy~Bwu71S#Bdm@nB!;<8RxUKvzN@+TVmIj-c69su&y4bjz({g{uApO<rm*2d8dp0}k
zQ4w6M)pE6Vsgr^~XNPzk;Es}=22UUEE6bYaS9ibu{@1_y?$_@g-i+$4Vj@l9R5M>{
zm8$>szx=l!rmqiifcc;w^Y!ZVW_|Z}fBE-C&^IwLeNF3~tHtShvfvlE`}67QVtM}J
zhLlPZq*6H<?p3R-(P@*#>pq>$u<?)rE~OHsSfZ8!vI?~|UQMMRRsDD-?CF$g<ISQw
zbt{Q6xy44Y4*s-NoA%nBYVrBS$x3+a`;>2;OoroL2W0)I-x&8B!&Z6RE_dss1ykJ?
zAmc*2Q9Q-?RWFqbsb&=?e`?go&sxPrw>oT;8NHU1&gsc$*lVumn8nJSQhL%Uk2}T1
zu)G*I1PUYKK3|Vt-Cw?adGr3|#p$v$8`XO4^7YjzC%Di5=tr|b<EL+LHVcBE#q~)1
z!_!6YVl{qobNc4h^@R5EdZ}G4!KoOJI_+k8GVY%;#x;sS`)A|P+2(|pKIm0pDnTow
z7cY}WJrL;opsSDy0r;;Mi`9IcVq&hr(U7y0jid3vii8k|x<Yo0>5kKmLV}fgztgC(
zu&|q*c)jQ>V^-lhj+G)rD~lPZwLvabc!`=>orL=e=`{KPL3KI}3%M+W1WNH>IdT^)
zmYAT_aqrq}$Z<@1WU2Nk1XL<el|0}wyxtgkp4krObZ>hr8V;!yw58~<#ll2-l!n|C
zE|&{+FZ3Xjg>4QoA~NrYKVUOCbE_1BNkzQ~n<+S5(QwMhh1g|7&;!@Q?8i@Jg~25o
zX$Tr;B%G?0tJsYMh0Nm4VW9y~9|>~-<-ueUY?HjODF`gE*$H?ce%NEUy@)aKbB#t`
zUJS`ttgti_s(@ogEh864cmM<k7_m@opfX~fPbIkTce60!1z|Jgz#YyA1j>w&)M`ce
z0zCm$l1w@`$fzHTZOBv1bzHwFRzNgkxW@Spz#LjWG6LcN&UuPp5ZsW+AgQ7k35TAM
z6oiVZ7uIvf<Pb4Pi>0rIzHH)_$cFgtuqqM240(fm2Y!JR!wkdTP_KkCv5%dP$&H`R
zbru62GbeJ{;r8C{(_P*gQ698S=v9XahvgJMk&EEo=g){R;7Q|X(MaWZV-$y?7Esj0
z;1fGKQpt`fM}!jc^rMgXK{TPWbfyAH4QQSAbG;UW7PAv+)?6%s;h$6mTiS9ufp%fm
zn<48uiOiav5iXL<W*EO5wjf6d97`gT*ad|EsE3EZJkOiU2#3`f0~iMhE;y@3m-PAa
z5qhGn$XrPdCm<n#5Ofz0Dvi~`o)NqN0|O6$%4yb%89K!RQHMr@-sLwNBX+CbsP!VV
zM}m{#a59<ndi~Aj6o@^hP27OpX1kirm7=jux!i9z^QmMuk!+SLoOQ}c+GgYMSBpSM
zJx-K2)~v!hNWot+)2M<0te|FN7(-R=RB<B!>Z8dbL_;h2Xq=z)84X(_uGGVNBP%i>
zU?qY$i+HUt_G5~tyq?NS(UHXCH<{6*5rTN95F5qH+kg%(N)TwB<+cSDE+0DHR@UN=
zjzJ5wRhV6H1<~9{&|u<XV&Q|$Ap}WS&PX2(aYulJhHajOX3$3cHhWu1fWVHHB2n<X
zawMY|EdYgN!fVY(`5P8<cG8O+-ic65IQBfi$Bc2Gk5EtCPZKu?2zYuB{tU-EPY*u-
z<nvEH(n=*d+9#z_lR}9ChCh%S3gy9pMn-vt?C4-$AY`#AY5}@YGRypf#;ft!c&J7`
zl5k?FPdeOrN*<Gp0PZZ%C?r0#O8Mc|Q|a!`F`*Ap%*`x!j6P2>Q-%{AN|(iq!;QLa
z*3JB06iczew;4mi`ei3H&7BboN8%W6lZFmoPA1q^IpDcl`s$09udc68#&e>t?P{}8
zs25-W2V)U8mJ&ZF4H&=tTO5qs#ax};e*g6^fAO>5eEs&@aiiVH6)Wjnw^SN7+W*&o
z|G$5jzCP$l=0kk&U%!5TxxD%Nzxf@vfu$rC#Kf>#Ta6~C^A)2Pfk!5>^ZEJ1?OT9e
z$i+2U3sZ3tNq(D}SppEy=JWy=6uW~`B3?~|i!sjIk$N^;OQpbRaWk6<`9P%Rh(KnM
z$o!*Dt=oi3odsoowO%fuNet?%dH4K;v|}Gq!(s&Iu(p~H=fn1}Rb7s|v~M@-<>{z9
z>^FhfV}T{l*eqviuq<l%<)GHDr8l$o*|NJBRxeHlU|LTX(@C$f9=C{L&b!5SIXvlC
z>cwOw8|5p%xIg8KFIK%bFV1c*7K>T`<%=6qdCz|GqnCGQzyA5#(|P-B(OgYxFYh*&
zr?b_(cexq!i{Fg;BrA(G3MJF=X0<@%9JOva>#vrxtILb|Y?9CC2E%>=;s6pDtj<IX
zU?ac5bd`v>%SCWNSZMKiyV1S^UW_8~h@XoSp5};FuE+a9O?f>VE5?JYir{1+C^5`%
zJ4{=d$nR5M=nDn0OW3$jJMm?4j-^<ZTR$3SNX%h=CQQZx%gKJtLsHKH@Q_|(<~ogB
z!&b!r9noncgXwX&1L$^$7VHRE6=A(5mPk;`Y@i&4MIlC6;N-Z)kW*l!qs$P}4|xeQ
zTJU#)D$*QDxvw-E^g6&-Dr&#=<czTWaBg%uP^tW=f*yf0K<IO`0%Xo%Nrb(ONr_97
zO0M*|;bnNM1rEJznDC<Ll6C@y;!465Dv?M*sD?1c>qEY**JyDC#CiwZfbUO_E&&0W
zvbl9YqhOjspeyFY9805i1$>3q$%ZlPV^XyeZ-m$;wip%*Rxt)th9x{P2tjJOlIMss
zggqMhM+mE`qhqd~tW;3Xpo|i&1sy<nHzI)iP{QSswmvisd~wj-c{Rvwq@qcDKENUX
zT_RrqCgtr1Bf^SS!)Pi~pil|OgUQGiNhx8?g!zXiWlZlDr-k*6gIyuNY<i<s#;)*y
z0SvE~k<f%%4^7vsx5AWQUrfA$JtGhahAT{BJD+|g%89f(hBV36KCoPdIwUf<`m()4
zCcT55?d>O@QrRFPliOH&q#C)Ja43iabUYU5JaNLaj6h5jg!DnZaqwV?=aWubC6faH
ze^|K8csyBN2akZlK^M_5thy;`)N@RVH=XVz?hzQvc^w`-Zz9wg67A=(f4x*-fLrHK
zjC(vW>HrX7(Fu*FN)ibo$CZ~(Y6LN~HowD8-y*bCkHA2gkTOe<Z35n`-_xp;d)*#8
z#C{)~Gjeqp<X1UgsprepM5a?J<zn$dGD*!)vsx8Au?R7isK)`sFO0BB84xoPHz_@M
zF!1g1>666BX0S3g@jxX~n8Xk|`OKo}G1oOpC0yK@P$V6UP)W1sj@w0?tr0M-RIQ=J
zwrf?K_9RWX#FOh`ZX`JTIC~#b<;lB@Ajv`>+f^!=u2#z1Po4>1y;3gO-I5>;@wYls
zez2Nx1t|EudmMDKQ|!8r|0?K5Rus%<4q3Ani<h2`d+v7t{zsiw+3ulDqXUUX>5oM%
z2a|;$7R5VfvC!SguFa&7@uMjlrGA1<9L78yrcI-c#&O(s+(%%N<cx8=w|%(vWb3m}
z@WUIVQj1(huMkR?4k#IipF*a_gwKQr_3QW$KbY5~XG>^>_XTH6qa-)MJt0MD$jBV_
zL8p}&$&MZku}$n8rP8CLN0Zy34C2QAHrq@<g$T|tP9J*>h;8b55!^gGotm8^$C=xt
z1?R;Pg7wQ{Py>z;?o5M@k_?Qkcogw7ptrLNe)sbA7tf!cEl$X6LDMZ~;e<dE<3t;Z
z01<IxZ_ty5U>4<8;^yr3+xOpp^X|Jh_iuZ(HqeP`CPQ|8+UfkmKm5ZF)7OVMz<kh;
z`D%T2wZ8eA-~P>VI8Ft;<zxif!VO`V@su*GakF>3x@1jvbM>ZO1L{ztk(n~$sN0bX
zI?8eJ8BazN5Zy&xNF-Q{1#0OqTgXnO)L`@I_i|pvDMsH=E)f8rN^q!<jGmHOEON|O
zH}e6cuf?QueL9=<n}F`gBlVi)^<pTNgR2P(O7;rvS`iimzefEw&hu8IP%EY8tRZue
zMlm*M<b<>}EG<XXNw;*d>~AKW^W_lh*Xgu#cRF1TE9+_Fd^I8kSue)UPdab!S3iAo
zaep;=xLH2jUEJS4zrVi=d##`S_z$07EPwv>tLx41>V(i`>DB$_<@58a)A{|?DLmM5
zA8D?F!+@4>FcGvjHft4%geXY5+$`qP2~5U*w*%`7!Zsud@<cGz(UGFjFkO|kM!wmu
zfw0PEb2zwBssM&joYJgR$m3%&VZeX~h3bV$a60Z&!^ee>h$1o<NxEcQ^o-Ln6bo@j
zNNUds)Ck{=5LFZ^hBvp}i>=k;2pY8n8{J?KSnV<J;J!_UFl7<0)RBK=9rNfdm*e;5
z{t@X6oGHmWaWS=7BasmODU4HmF#rG@9BMgrkepCeY)dHyk{`<%;aDJs8LzAkhzFR%
zQGr~X-W3`yyQIMI1~Puo5X5YQ`p1Tph7q_9pbjw8Q=ORz2O0Sg(~wFyZ-)b+es>5K
zRh06m4Y<ldhml7R@CTQhcog1sT+M*BqX85Jt8lZ}J>h7^W@G)sEj_<PT#*-t{Ugr~
zYc6shwp*^Y?75h}5LdXCF{!f9VL(D5WCO^wNre!6RK{953)uELEMO{yOP_ch7Jpul
zFi0YwC&9og{4;8P1m7RpEy!^eod6ctBil_5SQ7v)97Zcr9)SoFsZjm-1xue9hA9hI
z8!xHsNP<P58Ui*xOe}1UX!pbkgNp_qm-669FNbf*@a8~sFex>>q=Mm~(jcn9T;*yG
zsFR8!9)?k4Kw`oyO=b<%>(Q|<k!<gQb>a~+fNg#Hx%x<{1}AoKL?JlqNG;b>CFn3U
zTvlvp%(oEj;BKLSasS2knPeP0GOo_N8Wbg?Vu6u|zhO4fAVqKwys(LNGw%qy;~J!U
z0t;#lp*D^{AqGZb7<GUHL<3P`AgoHM>T{cnNt}~h@6CWT9ag;tF*eAu35S)#iLbtl
zKI!*hF67EfNfu$ZsGCT&1N40mam=VM20U4}J>zq=D#gWoUaM7+zsdzHTh&UYP)rvp
z*&+l3B$RY8nvSQS)B`Gk!8K}hMvY#l+RLZ%IK3OiVk4htDr@Aj<94f4tufX2YV~q9
zPYk3{uGH|^=X0%c1$+UTG_?FeA~9}aIAx><37aZL)A$nU8%l*^5XOl2rW0vC<J=-K
z2eO<EyWE&A&}kXH39~qimZ&d4-6U3dOzAB3@V7I4F_5r^R1zDMNw{Z#D$jD6x7BP=
zyKH7eU?{lxWE{AC0PR&RXAWT*=QbKM;RxGmTmdZZsR3n10&5I_i_Kcd>qeTRhY|c-
zmF6wCje(Q+aLgB`@1CIr2m{C7<!1fu*YAJxn_qFCcyw@NH|Y<aeJVTLmG19J@z~S0
zre)&dz7M-0w*yihE#$7F?WgkH&keEzpGjv|%V3BwGBKx-i-b0V@s*nq0vBvr12(qL
z8aM0+_L2%IUN6?2n9azf*o;WKRxFgHP^qBcCW}urYfz9QZcuXM4rCNcVq{f^*ch5^
zG#OzV<6B!9qFfGsahp$*CVaM_lk|G%)%|<G^_T05W|>a8axs-DrSnmUIPP%3C7MY&
zSwO+yr*Lce`tFPGzWVvMUw;4k=H+}a1wv9{N0UmNE$09DkN^0?^z}hcG9TiD&%|<<
zCzpTsmw!2FchbQ?IT;_+8!s-OFM5c%gJpMge|mj3zqr49-);2ic1g0v3B{3%OA!y&
z3Z^f=-I)x9YK1%u9~!r5ETYn}RmxRT@j^6`i$<v4uBB;^6dgmYN|wgPQM)n(jhBs#
zyLc^Hm#hByyh9EVL;j#snc%k{bkA1v#T5Tnu2IR?OBpOoge8ZaCX2srBgcLaO$?Ol
zu$isr!h<?-q{Osa>D96)qsHaQ=w#I1OuOgH!TsfOC466<TNE*jWcBRz`RL(#{?+UA
zw=Y)L=acJ;_5JhPSFc{M8u_FD`F|MoD&Kth{KeJ$V%d6mGrd^%ZZ2T&PhZ_#eQ|$x
zx}1X`!<@EWOlA|x%6iMitXVCcO!*VaciXGkguhzMXL-0oL@l9M6mq3<w%#aCpvN{#
z<Jl-zsFIKacSQXS^(A8bB7RjWz&613i)zEJVLqC`P+~&B>;bC>TPr=rcrFNUb-R83
zH{kPj+qL`qt4g^<@R0HvT&A$CD2oZYP=s{w9)FLGV(KvHwJheyV=|vG^JEh#ies2X
zIL~V|`0mv){4FjUEDn}R6c6#A1V%74H=iGF0~JN!W~ty|bV2>#;(L53;WC|v{oo7W
z>}3~#`wMN2%K=0qmY(oS5k6TEu>E8GihrAeNSI@8+L*1#K?0TqcY=Klzfu&KheG|{
z0M*VaioBiVOqsg~tTDs<Ui|~+UoF)rgrY?f69>5fc3(J)qj1OlK7$4v8RU6r9>f4d
zR}1n5xLtff5K~bnfWi^}LN6nL&-6ty43s_B7iK@O0KC40@<c0&gZd=E3t~@!6!Z8J
z*{JO!M~^=ryS`j<gtEcF#%qg@nqMr7S$(o0MSzO<LQXT<pMZ`+Y#`)FUlKGhv>>KX
ze0mu682N~v0Xf$k9YJuSiH{;<HhnPUF@v$C0y^O`vj~o04Wh@K(U<U+C~VT1VYHG7
zMSsH%gz&ZdbXzWv6c$7+5_1MQnMoNTO6>aJaS<3564~K4TziRZpDm~S*{7ePr{VIl
zv1OI1!TWPXM)e}pD%2ZVj#auGFDM$K&BpQw5GWB&4l3vwHhf>ghz@bx9PuJ2g`Ebw
zS*h_-5)GdTqzN%xi`}UsN}(ylsD_C#NV6f;Nu^G`$!D<!ZI)6zh8tgOEt%`Aj*Q=*
z^11>RBg^2l&&_%`8w>#TvS~zjGum#7qCmSf<#y6;RS5a{vSz6Omk%EA<@N1!JZ9>P
zd%W#(m3#+vMZ!8C3=DgN@o2zd!>SIs9<_?<@OrV-t~Ie6v4UhcO!@<L*wK*)yC<yI
zsR$*Z97%z8wG1<gI9@S9bP+=r1C_U)t8^+&-dvIDHap`Ue;n$U55}CAjUfXMnBM@a
zc0VXEU&7}hUqCgXbnn2xfUP$rL*#T4BwUzJq<g!hLFsMegGS%9OtO!^9rpl>Z#q3O
z_#JFLWh03}k?lDov<MTINgE{VXTw_v*AzMjH$o7al}7k5_#T1EVP!Y4+N8kUOhOl1
zfSH;|wbH3qCc^F{=23#o22m8nXRVaw<tTHz#34uVrd~@+`xDI(IoVI8yU##=srI*&
zhfpR&+bJeAfUDeRv4}K37By1-sMy;wDkKKQF*`(Vy3HyXFjdAXi$;OS$zq+cJQcxn
z<)jV`jzkzEAC=xb9zHEdw}-oM_{;e`Ce;MhA)EmyVdQ?wV&z^#$nRzYPXV<GK8eR{
zXYR)%iyY14=MRy~$PxhCC*a9|dUyNw>g@T&=4#X)RWij|F5eWXhj_@z#N}gn1~(CO
zI+#Kk!@hp={=2V!_6`4e^?u&RlhP=sa+Ng2D<}W-Pyh78^z|VQFdy_|uH-7G)Air}
z_TSFCJ=ArQ*P~|d;o{+RvRU`%C*9HQ>iqWfma?Hvv&Rj1Hl8F|<1uNYE)y|zHVzb@
zv7-Tf3C<l%Vm6A+)m==+vT(wE9;E&n<vuCcUulAn`6M3ZBtXMbI>PD@#}_2k^{mlv
zrUsoVb=xQNK_3$ri-Ah9kK6_jtW)pQpoFDKJ2IZZ^}?tR?`ztt4qL$IgG=aMwd|-_
zJYSNYOwD?Y)A^uX&M+h4*Fsghz+k`V-JUOIy(%q5cQ>n70AEgrZ(nSF`tI)Ki_3a7
ze|f&bTK4Hr{>Axb{M}C<Uf-?WJZz@J%JYlKdQ!hRo8F!+FIQ8PvD?k~YCSn!%`PrB
z{a$;ym|tJ6ug~WXcW28fwEOO$*V=6609e7JwVU;Rzcm=O@gSAUg?6igzQsI($p{=y
zE?cPAJ76p9X8m+BER~9gG{B|mmE52UEWcUIrU+T-R9J~@h)11vyH;y7nyo}E+N_tR
z<Id@3PP^i8FanH8(3@$2O$6n0>>N?LFy7GkrjRS_b_e4M)@XJ*$Q|f8oOYq*w5z#n
zHo;r~&y+!hHW02^<P$^wFtbx3lL4m6l9|vS=4dvg*e4KeSZ5IH^Shm3Y`N~>p~X*y
zniTQ}ai;_V{_np3e!V`sxV-7IBq|k0<I#Mv#O+?MH^2JkyX9&nyk5|yT;iTo@Elko
z0-K;0n>$*wJrQFU8>X9&9$tb5z$HqV6vGMKgE&>P)CDDC(3}Lr7QdL$gb@ps&*yf7
z217Z_0Er3(Y9(@Nc2T=YU$)&z0~Ft%$1K{2;Ccy9a^x|9CPe^b_s3e1>5UW#1tln5
zn7*Q<cc}+RCZIo2smcB{6^$XI5oTw2BX5bsWX1gg(aXVzB`090lWX~a;DNz&g+@fY
zk@7w^vdB=pKIH4&Cb8&baKdq|hf-@XgA_R2+5rY-(7}3#CLv`ovubq!yGXYoPtky^
zRcaVYZ94j!xYo&8<f`S0gRO1J?%w{^4iXb<(16vf*x$p1&%~uXk}>nBrBdJq%0s!9
z4cOK`GZ<yuXm|L@fpCICB{;xv%dU`_7N$xnnsAw&E`t?-2?C2odd#H6k}=@MTTWYY
zK+nVo7Y@}>sg3(17A?z1BVad*gg{teAV>d!bG7}+69k`h9RE!Y0Iy_wm*sVUUQvrB
z&yWqF!eQm5M#dr47<Jf~uOd!6=B`3GoI@aW*nDO^i{7}~(MZNJUQd}8dtyGJKsw;B
z=W<X_Y5ZKRPYK`TBk^{j*en*|iS=rwdXCPZ(4^lX5{)L~G8&S6&m?e|Xqm21++I-Q
za>NxqwY(@0qB}`!elf8-tTb-3$3&F#I{=iqdbLVE8mG3VRw$P;r4o3sL^k3NV_K_m
zx5QmgIK;>#5D@IzSk~)k1!4@NpTb!NtP}7&(o595)D)mYVFe#J91NI^d3R{r#Nwqo
zI^yPsWGLl691qkJNVaylslap23J;ikz-mc&m>hTu@R?ICpoaxRL$_HiRm+cH)UaAZ
zT4j*qcq1~&t4h-tT3LXb9hW;~r@q|7IhQdHfg4-{138>ka?0Ey3G{@?7>@;y_O|z)
ze01;>-`D={g)bV0^onE2vnOm7_2L(7SShPd_VUtw_^Wh!Qo7BJ0O3}OZizP%RMCXU
zBx;mmG3q4XLve<R-XaEfQWe~(kz{1C2rHU@Zcxj(J4+#>yB!gy4X_($EtE9=E$0?;
zucCFxs7Fa=ZR#eSWGBGrA|}kAFh>#md@KQRle&0#`0DoR#jH1N0c6V*>!e(hnS>Xd
zAAOM^IOw5pGYJEoW2k%o^2N{IfBkU%`t9?#r_)udP_3l$@M*6vZvW~3VfgxgKj=&O
z4-fu>dj+Qb>Ba2ifBo%WosP%ZU^p8|^s0^9&E>^xv+7OOG!4y8uGiNO*Drubv-%-C
z&W9SHUn=CrQO~$Vj}I&by84oYr>w?dHPg<=8)799#O+x~P=TGM45(gY>zB{Osl86m
z=F?IkQ_dwiwM@TNW}2#&V$4RX<ru&HeAbzcnv+3uGVFq_pG`Z<S$nnU&BiTE?+k41
za&p=&j=KetjQut|&pa@(X{R#nRZhmu`Jj0^=`Dx#^VQ($Y{vJ2*Lt-Xoi4hYF)d(m
zHi_?FUo%!cT%Wvpaq;Ta#bn&RI6En%BOm|h53Wu}-+%q$)${e;)ye5<bVcT~S3F<z
zUf!PGoX_ts7YJy}QGYh*%*WmP>(f!MK{oSr**`nMPhY+`Kf`rDUk-VcVZWo0!|j5C
z<N?r{NhiCVCNb-DChHHyapTfLmO&|JD;uRx(uGV8$&ym*Ub~t?YVkQUu>i~sD(6UV
z0f!_V3E*{gvZNb)Fz976$<xzyy;`B=5;qPObUgN=>{z8aKG-MyO<IlZnOr7k;w$B7
zY1AV1r=u}aSLjQ)p@@2k@+d|WHpmdExffQm=dy?$XeeqkGAfvu!2t5(6QlAY8H`xf
zTIyq%XJ|m7NRE0+PP9y4%sEUfOntz7*yLW{+|*mmBvM2;l3=ykY849kqoad*vpt*5
z71Cp|#Ps;1n1V2Si^!OT)2tUDmdzcD#0vQ$yf2QZXb7qz!MZ>?nPL5kMu$kq5XFNh
zyujbGhy=jsg6QZapD6Z3<n$q;Ac*nG<JW@kggc8V0*Ee;6D<+d3+0X00~qXhgZW<)
ztPq(Px{w5!nlPI*YZV&%5>YySt?=G?!C9xW3FXNWM}=^Ujl@DMQ^5*JZ-RC&!Tkcl
z!pI3f>G#9*hJ(RV6NyW^4ZHvsP~7Qp5v;I7x<CQs&q;#;zqN=KNDa6x9AeNXaI=$B
zU>8ZG5jp|DE(2u;N;UUBtfZxffIILpQ~M4HU-WAue93qBOvf@QpfClx#jZ*sJ$$-#
zymP?Zb-1;s197l-u>WkE1fueg<Qk1LSi2P<1Rx|pyd&ob<p5ZO=sg6BZgpXm(Nha(
zu~H63kEhd&)rK_|9zqHQs5dY^mPp#+a<I*WR>6V6T*@Yh*#qYrzC;S;0sAxAk{{%y
zW7&<to)x5QZ<p7NFdeQTKSL}neqLV&%bvxQM>;YZ-CA|V>*^QMIPHTLW0pHOP!(Qh
z#B6S6GN>yYmW_J7-RagVH6#xB63t?jqZ;xpWL@++oNW1I3@NM%s~1Kbkz1dqloLHc
zT*Mj93z;+#1`z!;O(QmAxTkIsBYjkKj#GD)tOIQg`thhkSqXasIEYv~!db1AY66Sr
za+k6+XK6W>gb$w?(&yoaLOA3W2Gl$lUew^Amo$ObKp?{I<>-aO3^?U*2g-z6iDIeI
zD(HUN-zSIYVnnf8$dFobYN?ehg0Y>0DrF@HQ~`7zk|X^Tz!RWY2;=%=Gi=ZoM8!g(
zWuu1)knAM6PQC#33Ev?4nBQ(phdn3LA>?F6eT3<-i@6us*-lcC-U~LSKy2g(+tQuS
zkG4Nk9qtlcHpn@m1in>uuxC}n?`1c71gDG5rl3#oS6U3BDzq=sBS^#~XgFedz?ibQ
zD@Poo;GR1<^kFa~PMwktM=XL?t%|ih+zIXRA$l4jA#0Hk90^htbU^|j6iipXMu!Sb
zgxhb$4`xUqF*@xCxmenW^YAGq*TA>M-UgBaH1x|?-&|il%m%Yg6_-l6UTM;@9rOAl
zZYNV*Jm3R!!N)x0vaxmj?%kW0HxJJ*U*2r)mV+tVWRy<=AXjJCV)puB`ugC;mk;~_
zzj=6hvt0f8FMo46o8=?HN-8;PwJzt2+tp?@oGb^Uv+43?bM^Z9bA)=lF{F?Ng)|O?
zWLTt~k;LhzCi9r2w8Q0u=aUaQN0syh6A4{u*-SAWCk|Q5rFzYJtq5)*4vKs_UzCd2
zFi3x=2c0tGQ?;0!jXT#DOGd2atg~75$HN95`{it~WN%0)@@zSuj(hD|zm@AYGUI;j
z^kg{cl^MWBh+v)aq*LlvGt+K$+Af`r>o+Ieo72I=&B^6@N*40&a(cDy%{qlaJ^%Xo
z+3TCdPrtbO_N!N4zI%A_aCvsNxVb)yhde*}gMY?6g(d98?fmv?aeuvjdAELfv%txJ
zu^yky+xJ(Cm$#eQQ0z&E%>wft-yF$qF&#YIp55PGjOhz+5pd@QEKn`yfO2!uk42+n
zMzl(y-D$CtiN#}iXpX6b-Qlb^x_&P5F>0a1%%E^Iz`w(9Z&XV_Dq3~Q2O<I<>BQFT
zprJC8iqjoTWn`Y}f!X5SS6@xWQ^@)B5b=gE#&M%3+~A<Cp==pZ==H1^*f2633024A
zX6=OuitrlypRk{*;tE0vt}`N<{1c*!j7F>i0rj)Q2sjw9SxVZ;%vFmud@Mny2L%Rd
z78yqTKzNooJwjRleTGU#IskJNKkxbd-K#IYc>dx=z16<Dxt%Ufn(da|VQI8l%jE(j
z7uG721S~PgR@HnSMgc}I57&KYlU{n2&4dAC^eIzl?h6+46}}#W4b4qRg=`qvq_CHy
zQ79FKcj{soLmrF-U`)C)$pq7EI*E4TB$E#3qt~j@&s#2J90DA#<>@qqS=z&(MSE|f
zSm2f6k`!>c!H6MWu;a*QkXu~5oX88|V4&X};3L8?kNugHC0D~oTRu=M5@!k?4`0Zc
zo&_s1NRV)Z_R+0JiI9r2KVp?iy;3DV*k@_Tvx8R;Qxx()a4jp0^Ft|gborrle`^;o
z7ce)xF$5S%wyKUGvMOjRkb+U&1G$E0d55}BbS-FXd|RlhdYKZ)Dlk<7{%n+_`v)os
zTOlxF68XXL(@&lpZtp+|VD+=}`BO$UeuUzPzM(^M9MM1o8RQXYZ&yiyM-f^ik^p|#
zMpuGhM-Ws6_W>x?Xg0`{X3BB2S|kVy)mK>Z+>kyEl)ng30*ac&Lcs(0*|5u%i^UiQ
z04Xr$v7UqQKzTjF1>ciN(n7@&<16wGNHHiP78CJ3Zq{<)2;I#ouC0{U&~7O`io2{?
zpCfG2g>YrV877NrG;l5{6pDg>5{UtK%0w~|PlzQcP9aV>*?5>uaWP93hNl>d<ya%8
zxXPw$MG%D9YQ6xS4D<nDu12xM)p^uv*7NxaL7}V|&*sA}qYF3=R%Q)!FYZJ<e)^cA
zp(Kq<ywPMj*d#)uz{uvYyYmUSF5)P{6U#-Pohi)@gh$8%GkzljhW$}64?d@;Xq4>j
z6M)6M2W7$lwfFO<YzgCjH!l<*2*wY$*@%S$+a59<6CJ`Pa6EJym(9f6&E^`vI!O@j
z0>~qK%oh5x(aKVRAf780mk89L?I?%9i^aHvNQiigrBf|c*vVEH;OZ;vI8I}M91CW&
zPLoj56#F~7Pd?fH>|;i5@T%%#k!>_75iSqWz6g!by+}_eBaj=?p9&xbXnoX9pc6;z
zNhRA)^|E6uYQk@?m#3oMbRx_rlsgo_`aX+@W)K9zxlaUAwz~~g41o~`T9URAsH(W)
z`B)*FQ&^^@p~H+J5XiCsf7y(P^?dFaG6CRYDFn?55Evwl&!#8b`r`iW1*!e{x>atl
zR4rx-4Ao4|WIRcca4&$a%S4SEjcNZEUw(DDIDNQ&^>Fpjtu}l0b|w<z412jb`(gU}
zzz3NR^5OsHyKm1X(?9#gpWJQEl3s5y8d(nq7t_i8>FF87iNOr_`uTG8vv+SM?WR?$
zr}{P*aAT3h{z0)97d1+4u&;od<}8|zMflrN)Y~b>+xZw6MCx&I^0N_u|4^lwI+v-}
zYOOZj4PalDS|K?dHdnL3bl5>uy1QCGTyG|W+Irbvp9~qguxbfs{&G0%w>GQguwOsj
z&|zJ}me1~QvluML4Kj@FYNlV$k6YzIy}0OC*Tee7thF9hu1@;Per+}BT%L~aE+(5X
z^%BX4>*X)Lefj0<t8d;vyt=>m=F8VF9<I+X)}wyw<A3?jug{0S`1bDk)#UZ_&GpIf
z;cWcw;pE-R^M|XGt5f<O%d1&?!M1eNTn@-%)?eJ7Z5Gpu%?b12WZYRSNW=r5C}-1=
zLN4KV8<SCgtyWpDX4Oh@zMQqX&HkWU1U%a;gK5v@3ostiSz*zK@|w$}QmJIQB+UH1
zc9$6d&;dGPA(aWhg$BFi_F^_Bm&eIJo6a)FA|(N55FH#&4|k5(#+WN;f5s_6<Vdg4
zbBSlxg22Fuh)o&0LhfO)=^_fDP6!W@#()Wh$Q1>JAiGJf;RwR^BM1N%c>9oin2Ris
zX3=?w;NeY51To3r#`bfbhY>-QIlg0NL$LYTOcqo0i&rn-ynWm4_wQf6C>04xG?phP
ztc;Q=^a+-Dm|hsP(Dy>@G*RS`j96*mAq=}HNYSD`G0YcpdF(WV0m*PFWl9<|i8`iY
z39jZ;#&8{EOT*NMq80Z0Y1^UE1*#a<uXG}rPiL6KXdHmvz~U*xKo;;aCLwnK4`Lg|
zG|RNfZ@8N9%80cr8iQ6#^)`_K;t!%PI}`*@L3)*pDrHA(nn0hSmY{OLSYWY8>3|2l
zk79J@)gVuYOe3!^7c?5Zjc_uF4-jW#Ny_FC4gljB^NiDArgBlF7z}1JfC$Mk1F&Ay
za9egh-^L(~1jm%ZETlM;5*x%<#%M%=BU2gtRdA^^i689j1AO4ef#oM&$CdhMZ-=$A
z{6GS^f(CFdpj<|Yrn1E3H!QQnrd2BAiy=-Rk3fzxtF-Jl84U7?3>!&CO0%9g2))=I
zrXXm&h;Qt#d5;7e_E-i;0ayV882`%-+NOo9>p&pI{^NCc04uSK=0*(gEZ8?lVswmd
zKlzLS47&nG`k)<q4?Rr=R;zq}Vs1PJj6Fp}SgV0zQ527C7;bamqd)xTvhA%ZeG_i%
zVcw|S!WObZ-I3b~Pk}dRJRG5Vr2+x^6e8|GDM`hkw^=BH?;wu}41pAIi)DW-o*|;*
z@#T}LOf*5kknl#@9F=r76NSGQ%f@4XCb$Qo&Zd@26yhOx(I{qxc)V3EwyP-O;cAYy
zG+Gt{#WYsV6jkvNe<&GEhW%ke#B@3{FOeG+9&)EW8x6HfdHm|+AQ<WCGUEV%O~H(F
zOkLCwv4}083WNc{=dyy-97&{m^jz=o$&ww4VMYi<*aakq;8?YCR>N@R*;C7S`|JiL
zZ%Fn~M3gwnENW(V1*1iXz6L(@y5CohlJhg+>w`tcrxJgqNv9S0WqfBU1XbE&HGsl6
z##l$%^aNn{ww`>%Ze6nTOfNqs3d^u<q6$lPY$lBY)Q08v5tIBrMc_KwA#r5`+Lubk
zCXq69HoQU~lS+sX$9>FLEGStp!nD!bv6~t+W|h=ORe_x~=HZWj^rOS=EwYnbH}K#k
z5c`dKmX8qO5G^e#I>!ZVl}{+s7gh?d4caOP31B*_$84Z!9q|)?X3%MHSyWW?zJ2-T
z`ut|vr{RQD6B`!LAsI1r5t9*?e)6-fpquhGGCR&+{Pdga#R|*)-T8H=Qg0SHJQ9su
z?*8iLhw1Bs9A7^02i+_Pvi+a_@=xzCZnB|hJ`|d^n&*?r?Fr)#vBwkkZ&#~RpmyDA
znX_@+=WJoD7X_wPNbI1<NuvS4fz1T3IOcW6eU5C{TaE?z)yTz*abGPP<DAy15O~Z2
z$_G!uZ7Ewt;=c4^w`-*-1&JN<jKJ-in6*09%<aYed^1_jdMA_4a@?6v-8k-SaMCw{
zIn>WiXUi#eDtuxS9Q7boN1Y1Aij88fTgwj{c{Yr*Ug_?9^749dK5w2aI_K-b&Bge9
z(H^(*U%k2h>H9m<jxTRdzJ7oA)tkE)&o6FouR#C&=zsiYi&6DY|M=~@7iVvtZ(bpP
zZN@M7K3DUfy}x_+;sWy+I@n@Rzg|ygz4EkQdUbnB{_$isIom87_0rw*GaeyiF`iM2
z;W7$kJz6doXVY;!9xsq@=ia-NgX37QWJzC@O8HbKP5219Y@?FPredW${905ge?Fb%
z{*i_wcD|hO^SLY%8FbGqrx&l6m^^mt@n}rJHy0GU!4mP%C(iKYB2LI!3NsQlF(_%U
z0b)#E9tUk5R)c|C@(eks0J;HjN7g$Ay;>IzaU;*5;z2i~^^fm^`v`WoK_fa4xp&66
z&Pf}S2{tNZ92$`TU!Y1^3`T;D__YvBaDi3Ig|}b6`Tmzb|LW^+zIgK%^H-zUhRe!W
z0yMoh7*WtfNfXZ>sY-sVf+a<wkSiBvDwy-49+x6Ti#Z+&bX#1+N*c0SE;r+4E|mw_
zN<e`>XW_-gGzwnb#4P~2p9_Ty4F{VyY984949m_`n#yt}Bbu^FRt`FS)Y*X7k7MVt
zQwhJcUYJiH17Vv1p(;CO&4dccTf`)T9LGWv;3|t$d@MX#AO^%p8Rys-60z5*5ezL1
zX$+q%6K$fK+l*}+{5!%CuN9+FA`p)IgG@&hadMU93Gy-`W!QC;s#qUQ^$M;nkjA+<
z(pwFQ)Tlr`FcU3|2ZE#>xz3^`@**&N(g=yu47(Qt6%(dP6dYSApg~~a%V5Oe-&P(U
zs%hd=YhmWoE5x3N&#dIx7TZQH?xGkJMuFMxbGTK92X3zEjI1_yI+}5t?RdQ~agobo
znP}$Ah*4<u%#B<q(N*|L@{-JiJQwBhF&od{OIXySLwYBW>vz-Oj2h-*>Ofq|#+Xi`
zI=KRv7(bds0Osm|-Hvd<(}cuMe-M(F2Y{HBMk+{FxP1&PA8GKZWOK-3`T&tYZoeZ*
z-tR7j{Smu4<#j~yJOCUv8R&+`O5LtiFr@?1$GOdQww_Bn_1Y>8?ooQdz2G2lTodyE
zxe0TuUaD1dxmF>+;t2EwV;pQyO@a}+8d?1FP^|_n;S3sMi+I0iw&L?xtu{&}*f0Hh
zdDLl=c&%hB^ZpD`rB^E=ni+K#+9x31BR|5<LcGey)0oCdF|@gDhy;130H9$hWa?&B
z%E$2IpM3K1Pd@tOCm((GlaEOXA8c>4eAG#gcAk8GB$^8lnv{HUsR3g0VF-lSK*_ty
z#(j#<Wr8ZKrhhX)!-mNW&<q40X%7C7$TMX?324O*qK;{{!!Eo47I%{31+OUQ3A*5~
zqBG-wa$+H1HH_Bku<&I>XdL-$y4P(}g=(P4K(c359OHphNhRRm9_MX_C_HKVtUKYY
zs3beERe_R`g>;jw)&R9o^I78Tz@YV5fl2{{h8CodkC%pFNfY-vKuB+W{A0EB05iW@
zDgmq)@&-6OJY=p>&V3$cDr|xF$FzmZ$OlAt_JELZ`|8IYz@3iKz>1a!CfdevI2hFq
zqjKD7ynprb=KP8PBirXPCkImHOyd;GqJ06E69gOHAgqQC^1Q$J=I3|ovv<$GIG=4s
z;K6W2<V(dwitq5l^!0%cG9To_=VElyAO7*r{^b43cL{H>6pb!>{j0_5X1O_^E-q%P
ztECvjzJ2#*+V60x_geHZudq;p;-NCcZ{s%E3gZPejC2ry09-d%9E;IFOP~(Jg+w3`
z@?gBr#iN53{KFW~_z8X5r4*zHQi{+U*e9ZAwVI97_4@u=a3;tnUSF&(&rYC90H2>y
zu{~-nW>|*Wolg1odVR4$VM5eupRb0CA#Bwis#L3zYnFiRGxY_}XRW)l3BRsa-Pd=^
zSI<`uw~Omdzf(<r`Nhrq*X;fmuWpyOms7^D`>T_it8?OvAN`B}2?FwW@1DQBTE4hi
z+-(MLZkOM@zWCyH@&11G;&Ohu9KO6-oXtC%xxmAoF50K_4py|)a&pCE8gvHz`k-Hd
zB~-&Qo=tXGHAW+37^}s6wNi;EVwnQB;E{YW)4@Ns8dZo%^XJh}vy$U)8X`F#hQG??
z9xcUYwo*EWs}>hinOP*CB(EO{VTUoIWicwOAK|WMqlwEpf&g1B9|{Bke*mu-ZLlyw
zX$X=Na+V7@eowT`CrWmNJ_bZ9$mL$6Ls`N;&83;ED$6*oAOSaKDi0%pNed!O4K$3E
zAFeQlC`KBwd<jKxeBtvU0LWKbbTG4YOey?S)VOB7LTmZi+1Y%tqQyHJ40f?&WV3E3
zT3IyU#e{>R5T@4}g@B!D&}9>wq>Pw0$=X*-MSc+a6;BE+i<KX%STOj+{cxzEdJ&~8
zW^%$><KtPQYzQ72dnm5*Y{76GWs+$IwkS3jQli8FoYbk~|KaPod$x+*tC1C?p23W_
z24RO+gQ%lge$29x5rS+2C2^RA$O5p_<O+zp42g^_8<#dNUYM_NGRH#xN9==!_&>NU
zyko%gu}|{_c-UC%@Oa>^<NU#9uVF{?NL16wl^zNO%#^d>nIU#+Cq5|yL2tHT55u*t
zl`2S;0!)G?0h8@;Zx0tA#h}D1n7im`hIP-NMTh{UOCgZ}6-Ucr24FVBlS2~iaA%t-
zn*Ao>eGr<m-JOGH&*Tz`^x!}(m$NdG?(QkT>=SBZ>a&vhFfw?PDZl{6stZ?=O-qGw
zj29dgl*7YCqk)ck1sSw1F249Y*?ZbpWQp1%4KE`vG8t9ebj<2}y>wrK1D~v)!yt+~
zndNZuTQwN49c~j`5`#mlPV<^usL_PkYtDv!tzw$1d79-lK7YH-D3>yBxizY!)0!8z
z0jhve>mn~{GN6WeP=}<4aUUoWFFr1yxR?N0P8H~*3<ig-79?ld5FpDnOE9~*HOn{h
z^fktF5sscfC6%gWQiVi}fMh-zBcp*_Lzxs5IT#}>?C~>}bDXkL#Cq@xA;l2lDCMY*
zNbp~#O+;g#hdY)KKaR5^80vU1n2V>=;V@tgzr~tk5skU(aYD|e)308?!exe+>Z5=8
z<Ig^R0&tc5sce5ocYMgu0x^|^qh5Xlkpm&iPTtmL0?bv(rRY6Ej@B#mQ4lKzrqeKh
z4n#t<9YksFJIHmSt?|(VU4n#|g0tXq;r?<Fa&&t5<on4cM>1BOSRa#}0QbQ_4i`mG
zv-EoWrnKFba`eS{NKI1g2)}|Q9rfROnN%+o0;yhl<e+dudLXdE(tU!EKB~18G$Jw5
z%Yctj(FlhZV;G+-LM4v~UmeGulX;BY`~EYVlBY&v1^ZUn{<F_48YLg+1fBvbYe(W3
z=vqc(Lo8?f6Hql^ZU{)4F<2tzbDV$+)N-E!4B3c1fT$O5idCx|G)g~v_r>$eyVc~R
zkuNtnm8NsmY!>-3z{DOTp-O2c6kl5ywtp=7tM6IyoPYn-cjt@qF-wR-sl_rnnR#(@
z_rvt{L5?pU_=6@ycRHE=f9$=7j-=_Cop~_}><SBMHG*b_Lk`(pE`5gg-h1!8_dX&c
zBO@ZcudFQB)lS`<Avxqw<ZwnKt{_3e0s?jy3+>*<K7a8l3TUE0bXR9pMnwJ*-}|5U
zoag+_H@|vy^AL7;h#gJZU8bAmaC$OZtf$z?2S@meu5VsmUa&9V<2MaI1z)I45^<VC
zc7ua?%uT&TBop-JXx+f)ZP7uS!Fb=`$PWj&1I1Ipwu~HN%xkC114ey06RZ{(z|x&+
ziaPB%rmk*pwOqZty*-+Z*7M03J-V~euv6&)t8bTq$<y;V8@DE-CX2{%zX6MNK4{E`
z&Go!LY~>(*O}eE<A>7ObCXLKuP(2y}ov59%b6k#Y&koMl<BQ{Qy_5uWzdq>PpN+4M
z$M=_qXUoBQ-Z?*+&nNxA`m_JFoDRIaICyn+#IMD$a(6mfO=>sm;bKr)PaChVmq+93
za@xTCb$fnze*vznbU1FFucoW{nDr<`vO-p9&+as<<MFW8pt?NCT!9TZpN@glrn{t4
zEw#Yw=Mv3kem?KfVVF#0@L6Tk$<e6Ko{Q*aK11WTFB}SY8gvAE>a`L>M6Hx7W>bXz
zhyf;(iB7+BdU<kkzGAmQ%Lle|NL@g5NMrE<h>sf1DxT+X0Owc~@Dz&@tW$z!<-o6J
z<G2^BN5I5DIcfC*xteAZ6H#}e;gM|-zFBG+A>;!FXLSN+o<(86>lY9ia7P?A#tCk~
zNlJ1r%<0d8n@eZ<?M^wL0kDPk)^2yv#25=Fy$+#%q&5x<++w9Ht}16F7==rKTLwQ#
zA(<&<OE9|%`O3$1Ir)7TIP_eCbVjCCZ3&r5Cw)bNIgNljKzoW)aKEt+Wj#vEGY}_C
zM8Y$&yU_MhP?$V~L4<)V6OTnH5i$Z^2XkRWr$WC%OkmU$vS3zgigP&<!h6qmiDAp5
z2U9LX$YL!;l#fj)^9FlK*lQel6ay$kdyKe1hdyFOby({e^DHLpb&Pgev<Mide>xnI
z<EU9wGaa$PkxB^~K!eA@C2UuXhB!smZa1u2r9#e2P2f>N7xwlZFH|BZyfT8yv@a$T
zf$+7pu_XeJzqc<iBD5-IYnTA+QbCIljYMUF9>&=RK7ubms={0ZdV&*{bt=?xB6v(|
zytd4ETTh+=LYM7qGj{T%$W&@ox=1h{4`bK~QI@TjDAc=R$;KuZ14v#>U#JrfttMbK
z$agpBU*<G6sPtNyf~U#3k4{J}RM5$Wk~l5o5rOChDps$e0Gef#c;mCr%wX_8wndZj
z(@RBWg%o2I-gq#fNLwWefk5ihRm3*}vZ~j5anSMqI(6J`448Bga8Ei-6s(QgF57$t
zNUE3!gUZBfnh5xD`=9|b3zd?|LW2H2%wWEJio2YoKy0(4w%JXXrVK{TT>88HWG!tF
z3&XWE1O`FXgaU!lol!7I+9et;=W`y5J;^j@b2@?Q1Vh*WtR}YAO#T_G5kb(F2t@__
zl+6TFns7JPuY^##U}f!?kA;|^L_6DPO{rL{+v+K0Qj!!Dpnv|8zvf+IL3@>ueB7gC
zoXs)TbipO=b|gU2;KEc&;hxb;fy&3wrIV?VXtCGoWfJHuHp=B4_y!$x8xe43T?@XM
zEgQT)iZ7WunBo|%0~R>9Dh6GJ(5fH-GeUW&*Fwye2~&ucKtg65`~1g$$zyr(*=M|q
ziRT!hp=@s}cDDIm5MQwiYAHVw?-?LYD5Yd>^%(etwKc5@Qb1)EreckPQIod=X%1l>
zPuN%`$7YYrCEMA;X$B+(NCoys{#CxWp%QPi$;BHF<_pp+{36!S#*at}fUOMSlx~x$
zB;vx)j>p6M3Xiedq9w%u3k6pm5pRZVNRnUN-<}?xOnakZJi+KyV2uz8(QpT58IT>;
zG7q=0W*a;1bTs+Rm){@uMvs@b_aAAiwOoOU1k4Z**Ec^*U!V9O^GQDZv(;)b7=82Z
z+xPdcGl39^ZzS3C!{hb%;B>w`ov)5Y(|LdN{^9lA`K8Nb;hqAR9js#vF)SJRgaJ>D
z9R)!?9SP&~;A1Bp2Ah*g1OxSKx{*y)(%E7%4GF)VNsui{M*=YFvk5*ML;Px1GW}*5
zxWoB+@o;;2eRg(nyuLhHuMVhvY|STFwt6EF6T=oOzB#`$YBPG_6YDmsxWeeso{t)M
zy{KiJ_R9TwW>Cv?%gJFQcYM&kIO;Q8ogNL&j(Vrd(argyRmt34oxFQEdvksG?rwR1
zHf1|`w&-1)9K?gpzx-GKGXSv<k0*C$)BE%J?a37RYdx*6r>&dg0bl&~c6EBxxgZfb
zY8{Q+V=(*G)TC2_?@BdfDjDw62Hqzxz<PAjM)ApKO8IOV*(w#IDQSc=tWhJpSj?p<
zREqc==>)CNo_IW;Nn?nsj>c2UcbKdgp)$#MlRpy=Gd!SlC5bpjW98Dv{!Bil<B?Xc
z;}7}iFC<XO84JGx7&{6TI}3mkv=;JnVFkwVr{I*dT9tA+&2K)JSGosV@dZK$Q<i8~
z#A<_;0@DS~e*<N~4kzqHCNWNGNEF=9q8h=<c9|Xd4AvVC1SW1xI)ZhVxSXz<iSpqb
zfDDje5pC_)tGL#M{%dFvtO+oV@x}32j(gHj5Zo9^D+*2!OxPZVJU$X+d=9g~LRMn(
zNwS)xaa*lsKx&jqR1RU<fmB9v7DA)YAH<a9bfr@nBsg66$YP9SwNlBXQ~*>bAO_!z
zBa$hCLlfh-z@2bdv2_U`P`C#`GoXfQH2f#33|YSt#N%28Le(hZ{$VQ%@D>j_AS@l#
zes0)jY`gTRLuQhI_}+;@BGxf=AR!{PS&`8I?u$eWfrJpDpJ9r|@WbGQ@r>bzPDnud
zMuaapO-#_Ad;zDhDJCq&t`l1tJ}Wdgu>b7r&>UFs3Cwe$jZw3=y@i#I$(acX)&$){
zLVisq*?EDH9+SL`+~Tt*FZOr$`CDj>1XjuSg+#HpvCSL^TMTq6o<Ig6l9Kydn;+9~
z8p4m;PoM2Rf5ws&Fg^@e1eR1Z6|lR={v+H0%vbL2v+*GU@Ui_I-?oIAllng=a0Rj0
zpw{D0Ll^<RgujqB8Ll5lR$8f)NF%>&8Zcr;bVx3VpZ&#O@cTxhjw-P2Mwd~;byG=1
zs+o9_94SRGI(6D-%lMobdQZ8JFly1E+|0&C1Jjq^sP&oj0SXhvBCA4XQz;x;CD+oy
za7fM(K3FvtK|+bTef>(QmPt{X9P|2uj7jm#us@E1A<^N%bLC^%3^y*wzXn5+G%eSa
z(;IdAkmr+7a6$<$j9CpNc^xp-Of1@^KHDE-5&uy!7V56hPqML8z{&hV!2|(toZ%*l
zDVxMX5^<OnxtPEc<GauSjq3^62>w`JsNrA^e}fDu6S#C|8wWe`4q6l5docATg$U(`
zmz^rcq~DER#0@N!(=hqVm`9Pb=@;`j;sK{YF42+lP$}eM`V%c7yWK*+&+aC+OjgEj
zn~BspwtxE5d5#$Bn6Z_6a8dBWnVkl!5V54}O1#HFMJX-WTP7Lu9n#&Mji3EB0}sFo
zE%Y$Cgs<UWQDAw)Y9#yUatu+hDp>i+cQ%ovuzT@esgZ@FMK%CgjA*0)%`<@fA_=n1
zE!oG23ThtodzHsZ$)iHH^8%ZrMzTY(6r(aCC*v-LF^5k03kgv|FS2S_WomGF@swC(
zL;A&a&$vkRfO*Vi)DhGH2nPP5U#~x$pD)Kpjbg2o20X$vC2SJOK47=w)`?Cf9A7@0
zlUgqH&tH7^>*e_1)#drs@p(N5u{*)CvXn@^zQ6xr`uZftmrwjbfA`&YN2A#{Z@>BS
z^?NM$)kLIUF0MzD)o^w)Jz9=u$J2v(Z}j^1_08!udxW6fo+k-r<~?PI`@MX^02Rlj
zgQmeJEuU%WfE(svCWf6Ak>62?1shp_s0rxzr2fdI)Qf4Xtg(<U9i#oH`ttUy-@pKw
z=+$z^i_!h{+5OeU%PSO}*)i*R`hezL)_jw0ZPu?1+vRDeHikPfY|KYZ){ckM_Ow@P
zm$U71rdQA7F6-5@vrZYb*SK9eU-T}Q{fnhAINhDkuTKt2naJ(c>AQ!^w>L*09@e)f
zy@!j*`LchqoYeC1AN|?CXyhZ`f4F&ly|_O+JUJL#t;Y{n2k-BWKD;~<eiJJ`+swsa
zMJRw&W-Z&QX68fsj-t$v1M-ge|7+l3lh|6Jp~8%18X3?M0I|PbJUc&$v+^MEj_)g<
zIhv0FG#A*zg`>R&^+cUQp-AC%r_}^No(lWv&!D1-nnG^9bJ+~tCe+roo2_ClgPp9^
zs_J#>TrLCs8^OnEwZZH1*<G~%5JKcO7Dqb5PCAyP*T`x$(J5pkr$!5p)5)@o^DUFe
zNcSa5g%)?JR3ahT&c;(FmH;LtIYn>``3sj6I*dba4B9;mOC0otTmg|P;0h2T19Qar
zf~6!%x3}5AWC8(_@|ILO$MQ4cryj@^MIvx}idiTlNp>8qS{XkIbDa?X4+eOIEJ_56
ztlh$q3X};$4rchU-&f3JK#irstT99UGecb>kqY>@#b-{73UeBqfpD|{XpX8%&=6i0
zl<Y>Cr6`DV0Amb!paIy}hR5h@4iFt>y`sPYLf{=2F7`QsQ2}xdkw~LlX7(eJz|&#+
z0`SPd#w^GE0-GsVANc4v@)RWQRnQ~=NlM^h?rm;c;Cl;Ag<dwcxZv2UV$^2^$(Hl!
zlP3st(O?i1DseVos&*rG6c@`c8(eS(67u!TT_4e2=t%5>iLimj0uhgZ#->;ylRtwU
zv9phdnOBLEkfKkW68+$XbZ=L(yJyE%Y<2ByZlW_Vu<<*%==sWxC(nRaaH=woF>5h>
zVFP1U-1z*-_OoYlfMaqMRYw#eV^Kz>V3UJ)i2a~ez_A+eZ!<4h)M`Nb*!-~Bqv22&
zPBfK~4Er~oPzYi=33`Z(%pKrd9C4sd81*^pInYTa@`5mc!3WrX_EfUDWt7RW;-rH}
zlzLPzl|+O<floVVcd!_8Y80##nNh>I<0#ER{!%N$f<4UXhtQ4;qL2km1{Ve`0B&jp
zp;5r~&0N8u(Z^lxd?ZXu>8M`o6tm@25?2^kEb#e3r$f6r1(5*iW8QGekB`mCln!6T
zX?DcD;Uu1XDjUr9cqD<(jlr0EiflAafCvg}*yUrsqW*?ChX^V@BA?lb!IEaEL?E6D
zM7Xs?Zy{b`*666-u2;&~6j5t=;}F_qRgL`&qTOtIP%oEIu>kqX8ONVJx9i|<809;A
z7M0AYS3$di=|RsFGb-*l1~4{vysG>l5<x%3sUJJPZ0Jse4WaMx-o(?$o=z{?;a->_
zigHrifh_gFvGT{ka3Lv^lcIr?jVk4gRt?rEkgXcrfJU{PTN1XV;+=h#lDp4d{Q1B9
z7py_mqD>kk0jp}Hdk*~lqHWqE_#K8Znh11Kkwq&fgvd{v;n1Oz8ss?YAr-4R2?X~S
zmI&#-Nueaj2{!|q8Fvb7btz{A`HCWs{3YJr045eAn!zm^8DYR9NLx%_N-3!W;IZVi
zneKSexS@c#VbLg<@X31Mj^Ne_G7S4iq(TC={YLxs724N&+#MBD*>a}PAg+{1Q?Gz8
zF2N^>%fkYly*YWwW~KUfKmS|Agb$CeaNQT<nMS^pr)WEw{QBLyAEvKQe31DhAAYq8
zwsiR6@r&<2e2G_~TgY|`nUmr0WPGq5&CdkwYc}ssuFmeK<0T0s?vAr;W++y{PKm@}
zGGvJS+XUJG$smeT^ASIZZV(ex+i>XS=&KERs+mYR9c>mFB?1MChtPr&Q8JI@{*IRi
z>)8lCDh4pR9q(^1*yLX<$0%2)tKrqz!Qr?CwO+8_k6LsE4Y7NT8mtc411?5j=NrpO
zdo^W_D-}}FMk!6r>a>IHJ=&>cE{}RwN4?vV(Zl8R;c9+D7%~&RI$hnJFK$mJuWt_D
z-X7eajriLZ2g6D}@#M$<Ch9T0xjB6Qa(zWOdDOW&nY_6^IG@*VkNf<QFCMR6zdXBK
zjbN@`EJyhH*9ZNBLAzPbkPcXk`^hk5tr&=VqHvXR5h9QPF|aup9*VhSF;CR7QYz(Z
zWjGv>O1U%|b!z2Iw^qVE&!+WoHp!+yt+wzxQF&R(CK%E>tp;12YL)pV7YIem#WE)0
zMx)Z{)bT{&3Ip?q#fV{pg$NT7v?Y$<7(3rkfK>~H&ZP0+>YD}1yg3?+1AT`K&qfK!
zMWs-0ZS8|Z!oiOBiCb49mQ?v*Fu~d+q||9YWCKFWp_%}=mCA4G)sChUCQaP$?Das|
z^Odl_IC0n%BxA8d%=VQk|H?ToWX)o6{zvElnGZ(><;58mTu!P;*js5KJYYc)XiF3_
zTCH?{G^sO&W)9m+5Wd_L85eRTx^}6Cj6|Z~Z1HP@GQ&y-G&LPf#8`Jz9q4oAlVNtS
z9?EO%4$^jbco+-uU$Op1ln{1#dMYh(dc&u3bJP;U%_RY!1aQ13qp?Cd6A!`rw==@Q
z+hmExf`glGHj*fc3}%&Lp3uBjDPZJ*RkCN%s#V1G>;_Xh7U!TOfPidB+QARFIFewh
zL1e?+LUv4eE-q9bUC8BS9MX_qqux$OoPkA?iM1faB&>I8#;#2={wh$M7^-C=5y~OB
zU3Q3W^fsjyB?{FGG63mIMlwcj<Tdf`wp_G}<xGYho|D~Rzz-(c+=6L9G7-6A>*>=M
zKmAO)190^TJ~31;@g`d#5&8r9J9d}h5JgeUocwiq6gh+uY-2PM^5D%%)$X(B;;jv8
z83AL`u*|ws0RHm;WDqsw;_WSlE{;~6Ob&yBFJrgJ<VL|Xwk~eLfDA~swj@ldWNGQ|
zLr~R_+As$kCM0zDrL2b>IxQCKRKQ(`1{p{wF9$RnCU**zLa!@8d{ZmxTsC0ATn_yn
zQ9*oP4!huP;#0^%wRR~UuV=F${V;v;J_7K?Iua0GCM^6)_}yR`A`TC~ax8r909d?n
zUpVY?b4-(%0M=ncfVDbF&lM6Fr8FN`W45>#GnE7Jjbj>b#-P@8nT4yAlx4ynj9|Mm
zV5B583L7Rw;FtH1$KeF)4q}&4KhCqW+l%>JK9dv_T?=)u{5OdKL2_pg*FEn*L@Ed&
z1Rqkq0DdZ)THswk+~V>eZXEI2>3{?Cf?116*b46qjY!XiTY#6^3>0e9357p%pFoX9
zECMz`#t{1-2}eX@-Ze&znrnuu0xeX!vxVmnn;F+I>ZoLUmt5`6^XEVQ^M8$C1y_Ro
zH*%a#vTafB!SCYX$+x$N%`&SaFQao3DFsFW3eBbwV;CjvsNCJebID$k%_g=k8;(ko
zA;fKrbO$X9?inUi7k)|=y+zx!SW0&`5`GV(k&mj|j|@p9N2twS3wC-Hen_NaBvU~8
zd<L<^BwfSv#bJm^60seR1k_@FK+SUf?d{9c`BAUY;1-Pb-CRW2B(jO7vXf~%>OraZ
zV~TJXwDa-c*MIZf{rS~bZ{Hp-R`p_qge-)UaxC)w*I)fGeSMPS%P0PzS*^6I-S-dg
ze);V;#b^NVdasl{os2IJ<_utWCzq#(tJ{<Fv*Wwj!5Qlw?oCRG6yQXid=D#Th~tT+
zze$$}2MG8f`&TK;aadA83bjMLYxrkO5dauSbXU^xBK1RIUlkQN5+Lozd~rA%4qKEk
z_L+Z1{r1t}!38F&e*OGtc(J6|x_3Acv@iT!6g5(EO(^nsF$DgA-JO0S0sGJ{uEDg{
z%iSt|{ychAr;?>alJ@O0EceI#%Vp>Ipz-Q@ezEN0y1%_RdbnV#IC{96eRx>ipN_DH
z-CV6Z&GNtcU;d}C+x&1gxjPxZx;(l&J9vAye7u}o9ks5PU0nB%x5w}9&u)*Wr*rVF
z0!x2BXtpaEbh&Y_-l!Jf8bFPpdpCpIBNDBYtAIL7`Eov+XD<+Ple6XqnbPrityV1p
zjjWd$MR@5N0KW3s881PzzFr+wDmCzolhFW+SEW`dmh!P!$mX!}yBOp!3%z{x^8J@z
z)@nWMSXdyKei<P=4iDyYtXxJuoN=y#$HASY)p82Kl#p}c8;!_NAjb$p5q9GaQLRvk
z_gPAbEtJ@Du#5IU)|-u3MyxoYq~d)QDRuZlc#jGGBV^%5^ZF1r;j{}5Tkf(k{sp~o
zv-w8ArkE=brh1)DE)fT6Mwp=2tOJclti$#e4fs*y(j+q2#9%WDhX602G9}>@0X4-8
z=Ji75<;AO4nLR;0u|o_SGzNI8?5{Cbhrp%l4UlJ%5!jc-A~6r%{Es;T&~x}${7zfg
z>mfgiWWnb!9J6K>TVg1aND**{bw<{J%%I!uEa!5B2-sud{O9Ka7hNcZGa0!tk6}j!
z=1+AgUPUG`vw^vS2M<(D0Mz5{!J+*8xm+ybW*oOUaDFrm{((}yWHdoYjUNO|^@z)*
z+{H_bim0Ih99}ogm_!s65)t|yb|V%>>;#nzb#g-bTIgOo&xD2=4sKu$Dw2j^uN3m<
zpZ#oqW0Tp8!fu2t*zy*(f~+W?J;y=@Y#d#M-(>pQ-`qw<b3%=Sp{ph}fpP^Iol_67
z4&bGff0pj=@n<2XGHbDyp*Rm!0b3o!S8QptR$+T%yrftP1Di%9Q`4HHkg*Bce)@zo
zoEB@oc%PZdOPL|Xp+X}$837V`*v~|qm{bLUcxBVd><WVdClz}lqHufcyLCiC>62yO
zXC=QwX);QbU9DjbO!?gy>@jzRY-VBla#?~FeZ*-?d)--n8ZsHK`;f&DcbK^>y5)S_
z=ccW@oX9Y_<<Zjpff_<`I2?gjT%j)_gWtYWEsvUIc)KKKfwnkwMu5@~z(9QxctkLP
z!2%)`*97P=2c4l{`JwP-vO-lo0v8KPn;pCx_%e^t;xS_WGetr3aUV&TLk(!l37!H_
z81P=+l_ZFHXORJ^769IdxG`n^L7i-qnhXU<!7#d0_O!pf%MWqq8SXVP*j40H+7l2e
z(YWktIW3B4)09<2Jls$u!7@+~z)Qq5%e9@PS&OB$OajA!D*#+SRx!x%Y<}U)unQ(z
ziqVdg2kb2Fkts=JQ;aR}<INESF)g)Fxbhh7@b59(fRfnXq3Q8QYB9CldphYJmOPVe
z*C^TMVVD4aaSagErBg^SaiNF;%av>Px7`M8a%%ra#65GDd~b)RK;#zJmW$#C$qxTD
zU}r_B#2E?<ABUK5{q1dXIifa4-F{HRPJ`KHVBxDXgSn$z+oUzA70~S2W(H9t4FX>R
zq7mDF_K%ntz;W=tW=%==*04Lezr49vEcy+qKeEkYsa>j+5(!3Y#(u8<s4u|f4docc
z?{u~Lo3Fn7?!%Y=?!$-G?0`%wkhfeULJQt6fByXs)7K|H$b6CyAMI;CoPYD?i{Jg?
z=Y2*7uVY**&fCr7$@F+KJNr0#!JRlizBxI4+3$}nI&}m_y2I`^>jbz>fcsYiWze}e
zyl8hZ9<C%}^oA7Tku1r+peGJ8+U;tT3$;?dlunmov24Jd^x5$URdU(caBwu~4d70c
zGjQqGhyCSzbaA>mT`_ajz@pw>tY+gbC@|8I2R$l;TGK(j-N?<S9Y!+bse?|jUr7%e
z`NgO`tY?|H_~%ipFm9E`t=xKCI-Zp8PWo5t{^juq2Uok2guKc;cD?F+`MAD6>%Y4_
zL}xo&AJj_Ozx>z#l91-lKis~$n4z29oQ%GDT(fh0cRRaVcivo0UtJtt9^u39T%XQI
zy?UEMaJ*-o@{DnDeMqHaqgqS~C%T(;B6qvZI+aN|J{ih|0tyO6OHi`GWKp72E~K&9
zrxMX@GRknq&3(ulAc&0@y;3SJ7qct{k?^^L!O>)Na5!zW8yUKan)OUN(`hu>KQ5NX
z=~NLs7k*bxcJK%>;PTN(HJ@Ws$%YZ40@e#P^l5fz7Oc1?O1Bwo@aO~1qDM05bTJ@N
z&WJ|>eLzs6(6WfC8BHEHVJ00MBd`_WAl!0Q&}*ZcfYS>9Dl5Mztub&UydG8=fJAsw
z$XjrPa9`I-)Nz&z@hBuEPM>r%3Sfj70$!Rlj30}ooKLf*B~i#tF6jcyNZ7Raz9jW|
zef~7hWD^Nc8&0z=5r!@iW_=(uzfgW;GKT%I#Dz^CPHjxe96P`+n07vT!<a1HNE!K5
zGUD|>)T|Xs3{ISVIL!G{6fL%m2(#F#5xz(ha72<#U{+)YhYbwXEAID@Vgp7I4+qGd
zf!k)%<G~|iBH7{YcAG8xFP^h`L_9>z;5g>>CyK}!N>g(xlHk!&BE!-au!Dz?snrGr
zf<!0!12O`RJ78<H8CZ>2enhBAjK2FXUSQ4#ZK{={kXRXEaEqbF2#rx}9OXh|ksi5&
zwT?>7DiFUJy+Q~n&p!M7>CZm1YK01Boc7qyDEC2V0$+gfkD@9R5<+~4281HfwHN@f
zf8*Zg+p%0qhmtgeV(Ekc0E>*NU~h9nsE?6S#Vyt-**l30GF8Ok1p36jRkFK<*upP*
zDgkFv@+h2cl!nXX<n_3Outui>Z0IcDo45@inGp8cz<nx3I|wpBS<^v((5k0HC+f7b
zb8KWXDIZ)fXVT-MX2@?gRhf8A+N9T6OGfgDR~~2DVaotpK@r;9u_`4FwWJUO&n2Mm
z`Nj5%er-?^jdYQ`A+d;3D%CEP>xE*kUN6Lw=|IS>H|0X%Tr?`gG2Fg@%?=NQ(>Y0d
zf}q$(a?w~LUtrcsgd%99kb6n~vYw_XGUD@bC8t7QJVQpUc`-jA0?A#55Ylv6P{yj5
z3BZCuK!&IiPNrf>vJZSzA`W|jMd%I1OuCTCC=@Cns0^-9JK*K=x~W7WLJAO)xq)Kv
zBgBDU&Wr8MWlnnOFw)0^L56S&znMbe`LMjhX9cs1H)ojpEwzZmqgEmkxU~)&SE*J;
zqSlBi8xQ+*a%!O<%t%oqVX7dQBkBq&mV|B~8GcAL0+)sk$GvAyK7aA-bA@P!+${Ck
zR(7To4DCKQ!MYcT<Xc--NOz!pd8xH>gKWpD!5c4A?QN!ljue|?GABrOI;92kyfCG6
zD<`A4lyV}kO-BO}|4Nt^ZWsfYN{py0sb;g3s$fn-_Oxrs|H8vpGwIpcGpcB)l(U}Z
zB1E>uY$>ErHEJ>lJZtXs-6mXN3ZCqAvOHg(KVDzWFxqA_jbgr6DHXUcGaGpeBeBAJ
zp-vQ&3`@-W+lOC#|MRckeew6d_|@5BUC*<AARWo)Uhvny{M8TB*C#o?eBuv!y<W2l
ze|>fT$KU@$Ba^_a)6OR6o$hLUaIrW(o*l7#T#gUVmzP%;kEMK-&;OL)n+bTZb8t6A
z{uh2V(haOXpcAE7u#yO348wb0%O<mtAf_E6dfbU{x-oq<3#C#bnu+*fP-Nn%ZleKI
z0;%ilXpH&l=4^O0tzhUn91m_UPVO$(2jlkYaMW)V`;F|No|$wii)n9pI9%Y!ua_}^
z&3c7KDJD=`v4ph?qeh`$&!J@jM8$!BG$`CGTX)BUi$(9AUZM4P(8%5j_=wT#tI?N_
z%g3wH+q?P2YIt#aSSzM}`WJr|bQ*vD;re#feR(>5xESA`wC|5QZ?0#L7sIPXO+ZiF
ztZq&j2?+uS-m@dj_2qQ0UM!^(m29S4FVfyxN{6eU8*#$<kQR&h+-l`wFc?Guf=)%b
zTqXvL$jy!q!dD(>dt9I^pv;tt6zLQimGYofZk8FMf;i!O)Oq(B%k|;itNR{sv{ns1
z#_xako5^&d<3?5@gN%qZ3XXUf5NITTeLWsZc$|LDabOWR)d>mW)H3RfCWD0*A-bK}
zez3M<IYKay?H-gPRylaFkavX1gf<_WjTpO|q?Oa<!x|55)kB?e2J?J6mclNbODEE)
zL@`^$liw_6!){wP79rKjCazj$2(7Z+3&PlB2N#acrc)ZG3P8BvCV^&kx$rmvkHYs3
znu)GM)_=)J7*aO^0-hXbSAL@9HXE?|R<*(ZGgPqXA=p?>1I%<_&LMS<p(_`UBI)o2
zoSPiSILFxiF@5nh*z6O*Xw1h8VrEceTx1zSMvQ8hexo+(G#Q`J44DQq(KsAYKCT&^
zanuu)VseAp!K@{a+g(=vESOE!ue=UujBIc`g#CqTC>vW>;b>E<`D>Y)s6;pG;C-=G
z)G>xL{|M1Am6CtOW<xkdB@r_zF@)gi=d>lmg+s|8BVVszlHpn7-6B1~+)Eh~*i5`?
zEQYY0+08~k6S&3j60`l$$i)bKxbZihK9%f=&`*rQ$*bcW-+lHJUpGfQ4t&;63Ic0d
z_4dZ|y^ZJWr<5}B-sTIGI)+}JwGUhY)+t|zY`$V&vcI_tL6p-OV>T^&5pS3?mtm59
zC>`I(YdjtBorEYULISWX+IX(q-zTfc&Wp*MdO(hK5)=EI8&(ZHfaLjJSPW`_2uzr4
z)9_9Qk+$p@y71K-y+*SGOo3eCV|)U0XEq@9WQj3)AU}JNlEH!%L!O{Pov>ML)L@Cl
zU_=s5bHeL9p3mUez+T|`!8e$TL_HvFC1OrnCZ&U3zYtGwRb;~PZn@z#+e-0R%<V2`
za)3V2qwpP}-8IswIBR|ip^QWqg$~esGR=)q$OR+I!!t_yef;7zXJBA4os6Y>odM*0
zHq_a$KM(WJZo$vS1~Z>ZvAs>kGSNVc*_f-BzadGryoc7&96mte!`u+@p4#7dN`9P?
zgJ~S{JUeJE0~a0TYAt;_I*EuK9Lf)`82O6=T57;aivx>xu+<juGB!+TdVJ|Z#Wpwy
z4eSpMpUha<DT0K=Mb?I0CG}Ud9HKQd#$ZlhDGy>5L^i{}TCVoFopf!La%t2mbUVF9
zhr|k2!XVu@%Oy6I*l$v}bn<}NB;R<d*m|nx_t_@njh6u=VduzFQj+qMJ5W&B&QQb>
znO}HOv@#MXNbgeK8cvfyOr@id-$5EhMMNDXM@cX<MmZX&WCJzg^k`clLi1li_B*t4
z{9{gv?+Iq=Apu&r0tNfMU<1&QuLp30YG&3b<_E`@XLpa+H_OqWoJm)5w5`VyUWjcr
zHk;5kycVdx6m}Tt!MeYD^^5O+@y&;?fBVbdEJkxGwqZ?_lIdDD^Xp&z`iJT36CY$g
z$%p^dS6^KmVLre5&;R_#R<Q`}u${{t_QpW1PG&2N_lMmP2B`Dp#rgV*g&_wAReF5L
z3w}t_a1JL>VzS%0aDen4cO3a>kX2BDk<05y!?<z#tHm0QALRXFJcehC{{+$y`MlTZ
z_PQNvdQK?U?o{x%-<(Y@*Q50e9K`z7&BfK}d^W7ppLjHGp?%S&4R3Yat4#+D9Ae8k
zp~%LlSDuX;EEESVfowl%l~AH8naJU=x*XSz2F24!nWf?F@%YvG?A6(50w48s^l;Mt
z_VMV8`$H74_b-p$+^^2olWsHr^e2B_$%MapwR(SZa51mFIv=8Xy}h1YEjzETW-rhB
z#37-uo-TT)hyB&G&6u~EwU<)}u~`%q)*PVw>%}B;Ng*G1x^Ze73K<CY6c@%RZz<%t
z1&*g;p?0kVFP)J<SWZx`<Dl>{d3AlZUN2gLuGJj(yEunwDavJ%{a)t)WCO1LUi<KH
zno7lb-TEK@`M2MH|Ao)zw^*E!2#vL_dbz+-51bb6bUwN528-Y7LZtx?Z!+3gfW||t
z6pbJCv6%d$P=o0LIuVUO<hckf;^j?-1NgG4#T*1Dq@FV9XbfA#h`c_SrD0DnpUjeX
zV}D2JGK0S44+5GXEeOjE4|%WEjfSImg$k4y2LrWYi7I4xN9|6Bifsg?Vk$c8xAC{*
zjVCi`P~%m`b;DW{t-*yk3ild^DF-E&VkQ(~HHn=DS)h{1V$~+rQOV^v<JibB-V&Z|
z6f><#vBIJkwuMQb@KP-rW@;j$ND>6gF=rn;2>c^d0kY0x7~`VNQk@z0v$f$2qJc3V
zj{$HfrDL!u0k(g1{A%!wVI*Tg3&<BX1)>>C5Y|l0Jm4mn1{tw98GyCQMEi`aSYS8|
z#e1xj@P?_V1qaeac!8KCIso=IvZW9)S;m1L1%U;275NS=%c3{!Zf<j4YeW)Ofq1<z
zdU5UWm_cNaNyPe2b2ke_=1jCQ`R+EW8OiP@#(Ts8>|P+JgeaVXk%<+g7G%@zi)Uyi
zE-D4I2Cj;2&{7I`2OCr>6U=1)v(F^9yQ32en=b%LJTDORDv2CMx>imPxQGoY)*4<G
zhA2cljYKKl*e0(B7+s3hM<PalLuDd&$v0)eipq@`PV52@E!vA<@~3l|b*fxWSs{vz
z0A}apmG0A4L(b7}wjiA`zj65DF0<2Wq*0)Wp{}r6W~zy~tTDH}7!5Yl(X7`Vu^1xU
z5vVl|g@StnDi8CqV3Z1Qi;+-I)Z^vjh#oZ1wBXvvGtx%d%I6VgO36eulMWGjr7hIu
z5{Rz|P3)SzK3G^0rvt+wCv~q{V&lxan3hIjdhoLF+k@zbY!Y)hfSJU+0VJ$iwZ1q!
zNk!9m{xL4nPzmY^*%bH~a{+Q0U*-fb1$0Y>k%<q+5Z|4WRwim_C#buHOiC#t0ReGB
z!UfN2SeRP3wjD%k*|KRhqzh>bRft7&IkDhQg}kLS)^U~3$~WR2&4gnD>`(JGFP%lD
z;=U^tVv*{L6AytlfmkXO5}8>!!hfT85`q?j7#|4KZVIakkGoN;4F=rDHLtHv5i`TV
zF!5(Ht^DAP3Ni8*c&@nH;8cqU2^d71POTI#8B{K<c+aAg0YEcr<yN)SXVD^{@r$@3
zMn0x5dbe?uA!|qc5LofvYu#oT7X|_>D1ih_VED6xrW=L)3=a$@h5)g*Sa^gyeN1cQ
z=o!6Of74IIQx4co95;kh;7))tbQskpmEbqS6}FhIE{?BnPOcWiaXnWkVZ2Y~)4>St
zM4!b#4+7m)e(Ep`dY{w!;r%zi`Q>ka@%=BqegD;<)@>B3g+#iN$yCy*fBM5e{xE%g
zlH<!K{-FQg|L`APasP07h4uw&0?T5*Qe&K90Autzoh??QDLUBo`W)gt{W7dJ(ACj2
z2wh_;fV1io8n}$yc42kq76zPD)Xhhbi(?zygm5PtPXgXy$yI{-6$uq$fnqFxF>KiF
zbUUqKuk&zqdNLoK9QJX)KVF~Soh>d`2ZLt)_;5tDkmBr7r?g<MN{0u{@@hU{=mOlz
z){hFvQLi#+m->)PyA`Upd)352CqHgvrtSREsCqo9pNvcA2i4o-;lug#Zq@CUqc6|L
z@2-Yl+)Q7d^dB##cPE3BdFymFhSc?=fAhapv$1bpAAh);zd9RyaeIL2>;2v0^#y<A
z;LYXaa?!d1eZL-|q>-uQQT3X+8bQlOxn9cFVQLqW=sxt%WKoDxp=_4@6~m1S+dM4P
zVlhXUF+stJ-<eItf?jsASqKco7fO{%t5G|e({w4kFs*t6&pdM!`U&z&s|1WRjG06*
zkY!?>R(U+`eDl>SmTB=s&f%m@+lj9Ungk>S)@gk7A^2dm<<k*3q|*ug!9i?Ir&e+n
zv$hNSLxzvVZ~#l0eAwA>E_j{xFqS9m!+t;9g;Fjf5$#iHO?nX-k0l^MLRbsYK$s^3
zPBNQH^jkHAy8`~zNSyCU?`<LuN!3T%k(gnV;6WzUZM7!jgKnE_Yo&pK4OE2FS<dHa
zuco_OC{lr)6$k+-XN8v$%4Mt>zc)!B9bOqgR1P@14RM1Ji@W|@npZ5$h*&8mv&j&9
zT)5VFs!7j5vLG?X3;;hAWD{}|(+h&0i!o2jM>qQ&JD?#lkBBotj|0Il90~%*Vw=g_
z#qyLdM*RTQF3ezrD6v~RY^4lEGY-ylLcTcpRp5_gQo4*W(kPf-v>Js>hV`AWn^~t<
z)0U#s)1pE)0jZC5uo^ZybTff!$|>N-fdiwSJt-M35VaH@vA4mW&k)7d@1t$cN<9jS
z9HuXJe=Mpv^|;v)Fj)%zauhR`GBD50J|X|5;fQCj*?smo;5E1zgbkSrY(^c<d<qNL
zDl(QpgrMhU>&fRhb1;C>)GXiKvGRSlcli1kCGTWnwMM;4xAEB%6NE6aL@SkJ=wcv8
zzk_>8Cyo@i5+Hpk-88#6aKt-XJZ63_Sm@dPVGN_B2C5oMH>NK>C}4K!p~exJlu9@d
z8L^;mU>4nd_L+Ql3*bEWVqu3pXtNb!VPp^wfOMnAsa5#Rdd9GPm>xhY++KiMZoP`w
zW5Q)8_82f4-Ed2&IWuV!jM+K}gb~o4Zj%t7RBUaDH(n_B_O)WEdUub;^GY(&t(KUn
zVjf=$E<qyF1^R3=$2~6UFA0V)u>k2x0jAJv29*N97BDY@eIgo3_<cCUP*h@WuSKon
z%4T2OZ}o))qRqyhnm0}%m0(22BA6Dy7nWu!mhy5<dKsr#_G5@*myP+2tv5tdISx9F
z79$pn2+%EjigIZp=ICX6Q5Vqz75&i=6<8=R726GZz6JYSIQGa~=v_q4N#LqPV)hPT
zNJ%ofbf%b#o)H5#3tSa?F)%JBaL^OLvZ!&_qK1)x2swg2i=XLQuT){6N`$;5reD3f
zr>~9B1d(B^gMcQq;%!0WQYk_CIrVa^Uq;C;0Ts;p7_l5!;uV75%%GIgiedi<P^AgT
zsMs@V#0HJj$^<XlbwJru%YqI@$9<?8M4@?JEDhPk^Oh0s0K1dXeH+Kz0Obs$rVW0q
z8k~iTF${+r+Oi6sq?EalI3(dp8o~ta%Vx&biGB@2pX?+*to6asyO&?wUA&wRr@d;k
zQx@>`F{(EZS6vR&fIpp0tci(ay?_7R-+ur1|M=TKe0cSC))_bQ^+G&XPGy>f;(z?7
zfBs?m`ossBPxax?I`y-~>OcO&KjJklCzDVQrY$y)^TWaDY<_q&94`i=tL5>_iwo2P
z+#?*ae01Qb=Y2;+g%1ioG5G&NGRXmr<D!vExlHD;%asecqiz#iPNDwh<LOyR#cE6u
zn8f^^N*41^gX0^x#K%7C#e7&NjYy;7?fLrh^!RkSSRITOqgJb&hIn5urF!+ka@Jcw
zTkQ$7)ls`d$z!XO7&HoPoc7IpJs&(8mQN;>Fy;>iHJGcbL3uSSogKDu*Iyhon)%49
z8@yZXqkisY*|}TO<k(tG8#LdOE`0jqzbYgGzxnRvmoE>$d0f6ZAKfh5Z*OLo^V026
z<K4yh)#>1R*?WC4zXyocuN_hdK5o|XiEJV?=+y^(#toPXpuI>nf|`v0O|6!)&`WU)
zan`4>`$T-Ph$qCvU^7&TkRR#5Rny@Z3CE}w0uc#I0(UwzvreNN1$Pkqm=aCLY6xL*
zj3r?Pn|e8ab9H)kb>3*S!C?kMVH$-{ak#loghFKbxy>ZQ2zHg5K8las4o{=m`<Q%$
zbwNbYggw}0vO&DTsmq3u2`!t>*Xnq1(%eLXQ^lsvVL=@>Ur$95-gM%18DW{sm}7_P
z4%DKWPfbVNez#jMSGX!LeYNWpAQ!@+02Vkln;5Pdr6MxdWH=l5N0{A6GUih;hz*R9
z0JFiCvwdSa0yvS&6{&l!rIWQpB#4NiQsc@%KE>XQyq1Z>GVu~+LL5V~3$v+Y&ckyb
z3MTyCW+9yjdee~*M?BSsLT-^q9tvfXNvvfq+A(c5CMD#cTr9>Z$+M$zn}`IPD_Xfp
zVv-8T0%F5Q24x}|p*xZV@pRD5qVd52)ocH>{vdrI6i33euv?*0;NBs4C@>%m23~o)
zp58_UbFbj}7mQni--e<YdVg@oF}eWo#19W`o{5(MkC_Lq*hl{xF&2;%9A0uH5$u#?
z9>KDa^8z~{phGk|R5Esjv@rsxBuL1ah2A9t=p@3ikC&Siqzrx+zsdZAbcv|KYv?wS
zU4zrLC)wU4@VNJ4L$SX{)u42H2Qmrs?Z^HgEk9faMbt}R7mO}=*of9KZZWFqRe0(7
z<6As1oMwEzQ_o)u^j^&WQ6EVLjWKWYvnS8~>c`?2PlH@3)GT_O08w=k<}P8GXjUo^
zZ7~1P6)4+*cJ-%&RfAj!7Zht8=d5tPtK=aja*d*riXy*G8`XnWJq?Rqt4X+=2{0^f
zTUxM(S!k%SDHTDpImWF8Lp65;c9&{j0@8}@n0#mJ*^hrDdj5oPBE3cRa+&T`qP4|n
zI2Q!`6<{JF6T$CrXA%Ur%g^0n=0gmS1+N<nUqnBM4UIyEfuE*GlLFaCR?B6mNn%A<
ziYI+GN2gZd=JEC8tI=@u>hUexy@bcn<+hU)33z#his!|GjH`>DTHa;+m}uXopOM#4
z0@3tixs}`LNTT%ep<smyYvvP`2hUFdyhFro!;#=2P;AgrW<>Wi<|qP{6d2L}NZJA~
zR@xV~QVpq;aFHRadW@)c)bTj^?zDGt7eKxehKX6lBqioYL!%fi30qG;^SbS~cUQEj
zGT{?|+Isp^y>!<g-C~4>O`+O@Ng~lPj7jzxkep<9@oR~8K|_4Rc7dDQ;l6-75oRHm
z2?mSWqLbV7gmyRadg05$nU9YU;fuEkkTDc3?j5iWswE-?Jq2zjW<1m_$XyU5$kiHT
zA`D#^THqQH)P-c?FcMGJ@tUx3<SqmE19jxU|1sV};e-2qwS<X%cYFCT=?<&uOfz4s
z0%{9*xdrnW4cwmK7aa|W(|7XO%)7V$?ib(x_Md+Dhqw2SCx^$yL?IVR*0V+IXaDJs
z|LKS6>r)+HKJmxhtyV6UC;$6D{&C(Pqys*fIg?gvIhrg-)9clGF&N(-pIxsnzIuFJ
zN~gHH36Rt>0%_qbrv3<8vO!b9nZOwhnH)bx!siCL)66AuVMit9uNAn{!qpt5i>;AP
zR+uj05tyM&U(<f;aME7Ph%t`N*9Ra^DFC`W9v_T*muDxivR1R<a@d--N|kJ^*DMO*
z$5Ct0qFK9xRyL?5mXqqBnH@BXd;vShX}7c(R>!UEdeQ*I+HVw&hLuIX`1bk$rR#3l
zX%rw%j4xN+cQ>>5w}-FJ$1l%D^I`RLIjiLh&wlz7J_LXH_5JJ1>DRA>>Fe>d|MknG
zyW{rj^ZuLj{+AFcj(hK}gz0P1uXCT=uVfh58s$u@UWrFT#ay~vMDX%60AT#aR)NNq
z&m{2PS8|zLHeIcj7>U3+K%XiUasrng9mWS5%U8)~`<*(uz*;#~%EuG&a6X4`zs&x%
zQOOUw9goYEVU1GGciVMFi{JnIzhAFTT%Le1q0m3*;G+xLIc5^0%jOn1h;)%yEdm2U
zXFvh6<FqG>=fHS^tyPY?!VZpEg|i49%<BncvRKO_EE=h3;bFx?KJt}Km?Zu7pw~n1
zqLe2Qf#eUq-h~|0D1j`@o-EhJY=)^5%t)`<1h_%|v0N?*TAZ-Zbo(3toj_v0&h;Tx
z0;7C7i9Co3$gEV#rdivOWMtA1GG$;73ngl%1@wfS;y>(Xe#-a?U|Qp#D_xkGx##vd
zJp66oQlpVL*phr2;jzF91FJ2r7=ntp!f;k&!olKBYO;`}kcfj_%YY^LuartMl>$7|
z?ubVsY<^MUu$kfh!T?W{AV`jYbubGHPKRh1-YE(L!ypyfC<z#5=*43kWvv7Aitrk?
zD;^BfofrAih8QeE9^tj+sUap{Ge!r91$=Zip{gNa0XU+vhw2lvmf~_DNs2KHB~1{c
zgc<2$$D)!Rb2;QyG&DvyU`=co(ec=#g5-jdD&N{>phEZ(s*4nIXcc-;PRxHQdK;xo
zv!K+uQKBqBFnxh<-P?Qd*FOQ|1%P7r*)t|0c7@wdU!aLGr*Uet0%n{xP<f*i&PM?y
zp@awJ+W70wH4+-1sS%X$JFw9AH#c2It3f6cdSnb*jOj=aC=9F@L616gdOYMnt{9lv
z8R5Q$97QQ9<*)=ivBp880@%)wz%RR29dp?N7K9OvkX~fBq>^j*cRYG6OJt(0%*S!3
zy+rqeULCYTWYt<_GB2nKohD#1`grM3`2Yyppuy{StpLY?zd)Y}SS{rE_MZMsy|+y|
zb?4b<yo_X5)u=!^MK0<)81_z1PHt{)`>nQBrF2l-!+dVgXSn!%NYqyD4%jtQgoIdU
zrzus9Y-enjYt%hs%|b&<2Eta2VbtzCKHNS&K1?R#+3c{>>M(vo%n+_&jQw^82v*((
zv)TClS08ASN9V*e$Pn(-Q&}$H+K_x3t?qC%n@(oLLb-%sTM<z}Z$udb{*U?>a#{Tj
zvL2>10wFaGHXAWy11(V^ksqTzOW{4jk}?Jo(l>M`DRy?9MypAn=3=>5Q!+v(l+-N&
zLq<EjLTWQ=F)+@7S1%6vESIrmCKVzPsI4a1j$I?StCf1ONV&7=(aSvsVvm4=MMgP#
zCgZwZwE1-J*-x>436L?m>8<*Zn=&LReEyKr2>8pUmBTgWfM6YI(#SAwv1{hRpu>Nh
z{6EKg&y5mqQkEu6xkBi`Y^HUTATic`5*)bqF>BiKfEhGCB0wrRG!l**rchx1^m`(u
z0++d79o(LsU!L9#8oe5j!Em%ws!)~}<Gn_5*5zuq+N03~el;I2U%dV1`)~g455N8W
z`&W<C-msV|3jG>_?<@b`{>y*;Vfy;Sr<hOm;h!!R0PFtY*MB%141q$7nqV9{rw5C}
z{^WXje6v1&b$NStdi&<)WeiIf9tnpTRhiovaLr&-A$tL!NU@|b5*v4Cf`N#W4*_pI
z8?UB(y>f~MY%EMk@K#xt@}WjH2bQOjNpx$)^?Z0VVU8N#T>&CJdb~gT;>|S$K%;K?
z;r8Ni)E%`->j`eI0`-f{a*8sa*{HWV7~;7)o;B8!%B)-HH*&oOr*Le_7Lqt*zXF<m
z)+wzfZGQiF)?5t>_v_~4Y4_oTcx4<!*u_!%-PMQ;BZmCP%h_s5yLYSKtnWU58uQtI
z`?v4j-Y&j<y?%2se9d@v+<SjLet$E1IBs9esz<%tVK;X+YtGuGQangOa27bb&&@|G
zF*=yban!9K9kO0BP%yemMN$ZUWTJMx!m5?&tJSR4D*19bpQKBUp|qG~K}qu=%nAm#
zF{4%?F&cCN{$MtfDVK`FK{ubvwCSkKvDwVCtD}ercKyl88FzMU8?&hlBOIGW7gHAu
zZrX65WZ9e+osrTN^ee^;5`S2agaw?<EiAvlE3x?F#9>gh*%8NB8iwG13)4l2eM*w4
zg@RsmB)7L*EP>9Y9-W^)T%B4Oem`MMKTnlSS0PI;WuTT%^HXlrnzZIH$#`AfSRk5<
zr(sbJo6V!?Xg(Qqn)N=(%~X`9&sq~LD<6xp-{IU;N@2(&Az4t3s5VA17<AgTe6Ck3
zfr(>*$Xz@;GHlNT%W@e&_q6-bj~oL90GA%q8g6qY#v&QgaL8wYPwrsdkV%BO@_Yy#
zOs>HEX`OVD*Ec|dA_<a-;K@fZ3$sZFV1<{Aa}!)cIugOr#Dsuu#*~GJIh|lP=4W{b
zSD#!P)!v9y*rMPnp-o|;1LvufB06DXV}YjSUlD}>KJW|R7^f!_4r~o<@JvuT!KNkb
z^|<$!Zf}qTgn9~P0(FZzBw+gtbwRg(=lN5$3`~<C8n8kVetatR-t!k~=;cZUkBYxX
zw!Muig+~b16On)1N6d9N&^AB+eCNfB-Hqq$_-Kt$(U`mo<nt+fPRZsAAP;J>lntZc
zx+k7bZKsQng&98{J4ftoObDP;4RQ=Qa74ABClE|{Mm#V^P^M*ciKx#_84b!6U(b%4
z$p_n~;Q1lvXhgdZu}}jH=tLez&N3Qdl^}yK!ijfaVn~72Fjo2adyrTyy13iQ&XIqG
zbI$Esz-H!G88!+A9;Yeou@VCW_Lbx^CMvkIt;9YA=zn($YZj<mFmBkilzZE(6ba~I
zX`><DDwmN3*n9S~&wuo9W!o=W)dKH|u;10J*G|vySROAA7qwgtI42=)k5P|dHH7G?
zRp41<F6Cteu2QemTGcv~d;HtTRxD)miDWfjpl95qGn}2CoSmP(e7wtMGdH()>*Wz_
z1SA@iv^<D8zvpDNI5|C;9UNrgs3a0>sEO}U2(H-K;>RasX31aR6LWcmtA&*@`98Ib
z(r%<D!Iw_OlFJT)I1!Gs+~*z*R10W0lU9cg#_g7YAm#op*K~x|2ORQ@;&K`OK)nX&
zEht?U&t_Ju*aa~JVk#3bVj2a*+}GcJ@zu9qkvF9xfy^(!F<wmd{-#YOHA(h?Kd^0d
z>UbpkTG6&!r!YuKe27VKP?jy<d!dtV;n2gf1-q3brcjF@#T%v%I!%xPDW0cFTPNV|
z83MuA^G0B#7t`{n*xzC#iwC^8>;%&txgL{&T_>lB9ra8{epU<370(zhFNQrB6jq%Q
zW+LAmG#<Nk!Ir6#vuu65TtY)SJ-TWYxe<;de-(iXx_n`W1K@wPSg6&I^IHHCIep$f
zzJL4p^|v3sy}!5|b^3*L4)X(1)?TIhfBe_~_QUk`sg5t7_~X7kzq&fU{N3OE{^IBW
z<zm`t4;!tM=^=>w)o6CLSRV~$>)HCv-D5nOj|L*-n7C0z4`*w@u>zEdRS0E{hz7-I
zA{$@<<0OBC(nTJ*M%*uxEeQ?M;X*0}PoR;{HS-w?+5p6_4+ghq)G5Nw8sFkMr;zb#
zb$0>!tHy>AgZ<G#51KvoK$HzNN=bwmmO=QzFxVd-G-rJrU%7Fo(y3;e<plPyUOh8z
z=HQ?n4(f{$miXp;SiV`c?^n&cW&3K;ZWg1^@892G>l)s!yAP*>hqL~;l_beHY}a1=
z?5Etmee<|_b3-n2@bZ`;ZT9+n@cyd*?xObwC)m||(Ju{~=|&#C$xM789i=l-2M7yY
zC>;$T^z|FXay9`{BMj%%X~Vdl&!*aqQni%tbQ{o!I?ZCeoNhNO`CJOrY9<*RPCLuh
zq}wV%y<m;U@^Uid;XueQPR7$5np7%PW?q4l1*rg}SSp%G$J5#D<<(`JfV@_pj0Dsw
zc`lpGCqpo)Kz`|zT5L!rgPvN(c$obreL6mlX-*YTS9~nv;A++C3?BRq*k?c%v14Ri
z+OEMPLwxdrJ57W`;yn=`V>}6Bss!J0>7%nznO(1xhy7l@P^^^sa0{`=AqZBjH3)6O
zpU9`vEr4baF9Sh_nTz#e*lmJ+;PE%>7`R|EIqeo3QiCv@I3bY4Ffg-ftme5|qWIi|
z`_+&i%QS-!CrBn7qWO+5U_S`zALlT!$AHsAC88fw4ROV6h9Qtyg2W<26#FI?n!IL6
zOjvICcBpn3u{gF!U3n?X(`k9kbO|990vxk&>S@)e2Vn3SUwsxl=dc|ZHiYUWokGr!
zn3XQ2+hoXKGHiVQ8Srz4BC3U8U%`dIQOrt6ju+Yj)=0Lyu>tu3%oko4R07=2?B5~P
zYgM#zD^b$e4l}or31q{?3dsne0%{h(@2zbl6mSIW5OKL9cks_bY}08&(qU(Z8X%yM
z1eoQHbY~Z}lT(SHA6<AlnF!5IV39px`od%XV*B}1;210uQR=X*DaE@xPd~@%OpP_h
za%|g#D9NCqeX-PrBZ@CbCFarZ%XfEi;J{pE;iyy45rb6>fo_*06n+<gWhOd=7ygD!
z1V{*bH5J2EEa1T~&N|7W0XLzIcqv%aBSf$#vZ_@nzfXug8krd+U_6Dmg-lGrfXAQ=
z+YMf$2G~M16~QtMj3XWNg<;aEq=Q1N7_>8d^Ivf+_`zr(>}WM0I`QYTk0S>}enGLl
zXH}^|*{3`J#N-Te4wXW-^&((1+JJg|{u2)R1u30EmZ0~m$5)SU-pnRMuA8KlfjQWq
z$|HH2O!XYa9C2t4{GfB`)XD1T;pPfzLeLw^CDUBwaFTgHW+<&lr#^i3<;#cLSC4nM
zcbAjNa5^3^jc}VlX92YQd_3H)m3!?Lab~GV46}sK32<{*_&}n0;0)XBP{EKuO=>cd
z4v6=7_E^|~K|`>zC=~&&Lxs#`GBN(qaKxnuI08REKPd{+H=aIW_h;5Ay~6w>V6s@x
z5&2;Yi(rSuM0F9lPCSYzWBkq7^H3m}&*@?~J3o8>;a#I%MSA6CftUuVXEbqK_Xg=6
zTS${~A0dnBOCtuRDwgj)H&gvC*`<mI;)F%L?=mQ?YKdEqRwmVm_V^Lw<r55JCPK18
zqM3`yW`Mgw3V^3T?~$0WC&n+0j4-B!j{x!xF3_o3AQHmrnah&AClOAs1B*WKWD2;M
z!~oy%7PfHz!ZpuGMk*PQK9=LRHz()=$I}yv=E{k5HJRlAf{GZlVjhTf`+Y{QL4VAB
z7Pn>}9$&wEcz=KO>f!RfS8HYoJf^d?EM}X;|M}nl`w!FCCqBh|st^DD>-XnJC;#y4
z-<;0J#ds7W`LxqNo6ncy$@yZvo*XV|9h$8Lv*K*kYP2}B@XF$lq!*Q?Lm`ohd4t4!
z900?8fl?wSWd7{dT82DtuuQ*UI*k#cm`av`6oh@1OuU&-*V2hmv(%~QkEXrb^P^X{
zXVj$vzaZy$ceTD)A1o(5mW;(*YzESylFG#V%UQn#$huSOwJNyrF^P@(wL!Z)?o?Ys
zv17j9$TNM_a*<9oJLwb-`-Pj6{(4pe`E@=mJ)ZTh7tMYxc|5HNcKY+t?XvyV-QnZ;
zU@<Iw{q}0uEKxX{PxyZM_0_j;S8s2|Z>}(Ub>5t{zkQgzzwEv~={%f{0Oliem-%dE
zJHSn@1DL!ipNQ5OSt8Cv(3ww!vQb|P>V6iggy3UOhJ8G9)_Tc=KcB?}RV$>z-F9^d
z=)Q{i+&LJv7t6_H((N=LWmRXRBhU`))W-e(@^D_SRA!@bwNxAr2UPv8=96qXf`0_I
z*EipO-EK9>{%0uW0d`<v#RDMHg=d~s7#bAV1cH0aRP>@V8*q1=PG+i=3OCVShZnq<
z&*N@28@V)fd6=MZY|$?nWl-#OTWm#Hbkg#}F_=jtKslhHB@-zg1K)(HI~)j>O65_%
zpG~A{g$hWqc$DK8l)0(fY@uS20cR8~<?=j!vILDP+gB8T7~>@twe77P9a(bF5I%1O
z-<8YBl+GP1QW{8JkZ~+c5`iGs8>bbKF6JdJBoql|unKJn{-DQ<{R}Iv8MY7y3du~?
zg+W|&c6%m9r~&hTz^sGwiD<^lEDUTY1}qctHL-H#Z)VT}HGq#Xiz5vP8ts-kp*e`(
zVaE|5JW7kS3Q1rC2&82Dg;Kl+tQ%Yd!~mUC0mzG;AZsA3^~_WVOBw~<W0q@1@z##e
zmMD?!Zf+v=Fw22}Alu03fuh3()1syMMU!UyHRxHNQNt<Od~OrC+(xZTf*Qccz&Q?{
zR4I`&+hfW?^x)*>=;60W7t;Uo*-w6=luPl(3sV_*aJE-gJ4ksAo*dCW>IaTBzO{U3
zho^kBoTG^#i$RDYjVKf)3-JLuograr0B%UPw?rE+1V0kv0fZ%+jXwon9pywsv!sYk
zB6tDBE|x^VH)UiPVNJLUM(NfjlO)GI7YSA|_K!R@WD20l9K>KBLO9RS)*#{Y6o9>c
z{?h<`)>b_pCYY;$Ard}2Q%JyO!ru3%*dz6hBo+X!@*_kg3z+pjcp9`hbKAhAL3gu4
z3}~Gfius(!&qh_ZFN$*$#FcGQL0B_U+^m!riAGX$DBY7je_|A14gyWLUdk<IlTtSK
zmw)zeS>2K-1RiTu>jE}GHYp@x#4Cz?cIA@S7pE_8uk)!wDOV<r!rZk!ULPDBwrVxj
zw%6C!AHH~Zd3pBs?W@6{gWVBIZPXjgN0WtEBpL9eLVhf-SoHb1U*FuN;)%^CPqD|t
zN2N40%rNP|e#z{qXR%K6J6mmvcr-F7a66bo<Fwl|?<-{?@}96JtO7|H(;b^%Mpp?Q
ze#rC6J$8It0Q?;71|&Oytc5$>p;z)ZXv8ue5Arg@GgGuirZ8)bNYh8F<D0u%r`5Rg
z{Igh;-MUM<_1vtGsP{JQ8ktePs}pY_rJ3XqR=14GU9EJR7^hzT5yz^MuxixG@aK!I
z${o9E-yjtk#cYk0Mit3i?n-cQF@phGQ82Kv^ygv#)2i6pqN7x=6lG&!-u0LgDNmt$
z!l4s3(fEgXUMRgDZn&s9P%B9snANmivV}BJX~%U=e9~iqb!NwG@%rlQ_2v1=bWu*G
zJH>J#oT$VyVH<az8g`DI-k{SR@_~v_##;GT-+uY>{ObPv;oa?<cClJc<%;oCgAi*v
z_5b|e|JM)G*QYwZeBzIL+B;ZJkAC;Jzq~wJ)bhwj?Ln<|JegcB*LP=E*T-ka)A@2V
zf4qI!>kV*KBb$)#wrlZ}noJ5+0mhO88ncz<zt?Q8=919>XaXlWrgXpyZU8+E^J*1C
z6xaoV#-Ttxm!?<;cvQbtzg*An&kt|OIi4-f*3+8{;17pKv;N6^aJm=`J7pGy2mK0+
z`h$Uxa9m6~!%k(~XKYDy8zrdtaONwyaH9}odkBN;VAzCBao8;$_A=M&_Igr=`gL(o
zI-eEpSB-i$baB-EaDVvrdiv&K^3B8X_ixWnXU#8PUt{Uteg0W7>HqHi=~u4~Sv7vR
zo4!15esR_R;;Q?ws(f)hI+@m2(^k8fsAl;@Cr&7oDdyw;Lc-syq-%vJz2Sv;pe~#`
z8erV)Dl+jv)bEUhywI}6qOEd1Tr0&(xp=2t2jrE{r%Ty*k%=c7!odV1pTJ|SN|QJZ
z0EJ=}aje{FwQ{KpE#&Q5wb$-8YL&^b*>9Cmw61RM7Dsc)1~_c7Qc%Ye4n}b_QCGxW
zHoG=(*<cyKRk6efK&f|n*fM$SLJq=VwnJ*gXP!<(Fk(SB<<E}#V~prP-?0;;h2d+*
zhM!B3Kf}u601Qik5lDIN=!bMem1?O(X4D(!Q#p1qg>(`L0q$t6S_OZ>-mqPv+_H=Z
zY1HX8%cUl*mJH{4P8-2Z%pE@;vydEMbI}BCGg`?`qP77_%Epqw&*=nYX+@?i4)4|H
zMeky|z_%Rt!<Qq|<W2cJguLQ@e>NTi7>kBhNXGegn1*<EsAO*ZJQn-j=8nhZ)ytIz
zsX}0+&{JeEuvEe<gskK?8ga{@v$0CU+{>(j)WFDrBIKvw7$FOLIk7$yNh_e=bX)JU
zA2BMGEa{LesFr3Y!mr&IPj##n_jiz>SR*R-_Lv8tyMv*?VFfjUgGjzF-rd;I3b+Xg
z6+fi-LEK`F@|(>8CP*o=3H3}mvT|nZVS2tJ;v2;~Dwrg+sj`ctL5Z)yhfD;FV|s7v
zg-Xr=CsvDuDjBpXehJ$sija1oSSYc$BRjxUS4(8m@rZaMau(+r)*1vrjBtpeoOh^;
zKoXd~)KVIhD5KG^cxC4ZU=71Hy+v%RdFgys8ycPP)L3sB@G!|(u`$SDD#O^ro(R>8
zbRl1i6AZ#{%<o3Wi<5wG+k+NE08*$%jS`|0@3@(}Y=#KndcP|oz(p-yqZ)aNjU<{F
zmZyZ<>C&q5bU6rr(3EgF0z@8kOnqV`9dr^dNRp($R(K*Yp9^yl1(8;T!cX~*VDpBe
zZ)g7)LM<_<O+@)*V)gDeRo(la|BQcl{^OrWclMwD^r!s9sa3!w{`AK`QSVFko;=-s
zz5$SpUZ`}$e{#IS08q#m`t1&vcd=MHIGASWwJBGb){oc6Z{EDVx;VeSI2n)n+<9O)
zgzuUQu~LuoqeRF;<7Oqzrhd*JOvTlZMpTqr?^tw<xES-c(5!^T@jh@=SiAd3Jxurz
z72z9mZ$g@h*BSbXQ>)goOthIWM)I0~A*E``<FujzaeG2|6F?RQDyPA)xA8*IpbYGA
zT}=M+J+4nFdts8278G#>$bD@jn!LWfWlu_W74M;F`<Zn6830wLFOrW`5XrWlA$hq?
z^m<cSwe2z>V5;DN8Rgqr=?>oxtr*XuUd9)1VPbG;<YvX5U9aH!<VVZ_fi+Pn6~UJ?
zYL(dR=|)$Jwm_KiO-sob<(mxr+-q<L#H{Wy!}y}?Qo%b8!I^81k(CJ(O8^*Zp-<Lg
zLd51~1qw{S&f3L#eRBGEb$NYsR7s|)sdN?jE0GD?X~+!@N5d{3ublye8B|u@P~X3M
ze1Cm&e|mK`Ukrizu%L*<%ZX&KT>k(5$N%_Y`ufDDm{0ZL$3v;J#l`P`_3v*^&v8o6
z2DsOo<3{)8`R(a^b#{2f^mRO2+?-w4DwTSr<guBFFL959j_oy57h=mt!?1MhYCXjt
z00`3IAgrf+EK*JZLMBcgL|9<w2ym4FjA@OmP%#;&j%PL+%m;Y1YNto@%ahgB`HE(v
z>x<))qv_Sj!O^&LIBE_WnO-&7uczyU$gIyW)*QAg^GR>gZ%ljjS+6!|=8o7-mJ%?*
z*g_tT+KgVuqskK4*Q|EA=$y<dx6Atds{a16-!4WjSA+L=hnVNTdbz~+^>Bvqe)i25
z4@4<9KL1H7Wc&N?F28y?!(;yi+ShUG{Z;RatKQ>j`~B5qH70o(tR{oS1SfugQb3M?
zbl97X`7&`o&#GC;gq(&P#xJ|xY0(nTD?+`;RS$SM<j<sIMMRl^BNFfgL*U&5Z0Cw;
zs72N!ick)xeX!lEvG1UlI~o)!au)MtwOkvIMuKguUhj3g*y0Hcwo2H|eD!K`y;_HY
z7>xy)i}@#)DH7%`=D@0jSrvNhbgUVP{?!}pSTqG+G@nR8T}VZu4l6@W0@x}0H8Ozw
zDi@0oBXik2cxi^Wa3~sq?S`Tz@WUO+fUjAiD#$}3jBG$1^H(yJ%@l_HanMb~-hood
z-jEYvJjAEpM6D{O&;yx^B8@_U?#+I)x;z;3sPMaSepyXs;I07|jg!`LsTL0Ms(4Wl
z6R2%2a1&OPRrV3YrpS1*US$4Z{KJn13N^^XbGtaW%L%+&e*T%=3i~higNSmB_SoTg
zeTeh3xr6Az1eZ_q#Jvet=LU2wrZ{FWs43*CjKl_cl?2bTPM|xoDEyOai?|=>yUzjK
zNWyw37Vv`&cbT+=>8(2T{?;a4O9~NVl>!45dq93iBHDTW<Z}cNjYLYdv~o`*+T77A
zHCxX&iM&xCjPAjA#B0Q)$GHQ1o)9H#8dM9rUWMtJsf<M=h091-OkY%HTMSGb`v9ZJ
zJhHjNAp<W0h02J1NW9NzB%~mbIt92mp-3I77d9S7GQNf_B;OI^J<qybufh95K;ye;
zMEgRnO{wK*BW{4A2)4p)W_rd!t%ks0lFN*0-Tu}tn^RJ0!V#&}NH(8wuu>%hmK>r2
zE+hJmb%+}hx|NAH3THWKM?7Hcj6k)MTw~%QpU9LIvg#t_JaJw>f1&`vs-U4;>}KKu
zZ~Jli=rgK4ltV$YG3eZSZQAFi7lY+v5M@s)20%|?P_t5@BO@P=Vj^re8_UI<xe>=W
zv#6N~M5A_a^h@^=E}K!Zr`~<$P>G}buu+rtHfiv&vR2#Ql|6sD#{jmoC*IiHd-05+
z8e$>C8+J9llviG~`(lF&0F!w&pP$X92M3e+e1<Bkkji)`zJ7c;84b_RPKh?tjCON<
zT`m-9WnE21EV9WHb@G{JHcvAVO_8N+=IZKtd9*?|E9A42abLq-fD-Ks7#Bn@c|5@9
zgc|vjZg*r{cn;X?RWdPkJV-tG($j*e0~($eu@P2qA`poCd<?Oo%?-YQfAE<w;@WwZ
zY#3GhVnDm7!~*$5%Y~|k=YoJKL~JM{(^0YsuAfDGAQn%)di~1da?m{mBP1L3N;aQT
z55xebm+cdpQ0}39v44bYFSzch(?AKeDoMODS<$^nNsz{%*i(r%^?35>fl^7`CX8D$
z_5L=@hyS0w_iBzbPqX_ziY{~^DHIe%ak)FQ-CY(Q2_StY(tGc{_ul)2_do&Vy1Kf1
z+Re<)&J35k98w|iR-tPKr3mqAbs<tA{a(zcC`LyhI;yH+5{Vc2f8OVu^E+WU9`vK4
zakKT^6EGBTC-~&MTtZ59E*g(fhH5clr$?!LgctFfu5!}u08?e3d5nk+_1$vX0fc25
zP#UL0z*pOB7OjHv1W+@lhs42-Zw?PI5?4~`asrOC8)8@~n{Icy^?H+tbc_;M;Br>$
zkKcTCe|q}IpMLuK^+U5*E+mqLILc#&f`k9?@Bcm1*Qa`Z|NOW=<!2z5EX@0}KmPg;
zZ*T4+xU*uJZn;UtHfrPL!5Q}Zqv2%PpWL0_R0_F4x6Q&FY&yGKUi7#}rrMc^6Ectw
z!Xe8Rs}ajRRKQv~##EMq&m8mP$uFe<9$Jx;ngs;Mas~otxjI67D-}EC^6Q%mdWDwb
z#{JFl@p8DFbQh!6a@4_=u_R7h%l8{F<kO(+`@)D-8h5I*PH9lf^{V-Ct1xWjmi@+*
z2Hbq4S%^&PiGz0T?x;U&WdW{UE~*d5jmv4_!*#Eo^_|Y!r_;vyv~;zoygnaXFKP$<
z;{Ekmy<A**@<rUM|KqoZ-@Y2YIctA;-hD0XzPj(uJIIu0<I1F!EhMRCF=wNAh_&R>
z?Ir;T5D$7wS@t%_fBJyS2wW1uED1J9NS;}1r2-rSp_o{u40;@;Y_eL)*8qf34NO!p
zEg-^J`6Qs@2b`E?+qHb1(#J%wR?asn&33)pZq{=Ypf~EBCjW*a=cBxd7a~?wm!}sI
zTz0uMjG{y+LZx0L2#Y?ROQsmQPz<RUz;p_`$ma{f+-5Ba=ylxdBW_Z0h&c+y68CN@
zk*E|>-G(3zMnZ86P_=sV_-GCy45JI=Rahd}R#;{b1Yj3OCJFT*7EQA0iid<(Ick8)
znM{xbVk%k80^9JnE2U0_y+Sw{4N=*1dN9LF&&rOfaY(ID5z=w|Yay_ZOdz}rV}@rM
zWM)GF1oOq%7G?j&j?3@Gw3Z0@vBVWKz-!&~LSiRN1iYzG5N-!tO1xYA6sX(7F9wK$
z>;P4Ua8NONyLqezb)2U1Oa|0B+a^ALJ|2Tt&%D8k2^k2x4!0E?7V@2KCItFWkk80<
z#t<ZRYPx=0Ruhy+B4c=~Ky=YVja8mQ4J{Hk9brT1wn((Gt`d5DM4(XdC-1CpZajxD
zzqz}$yS=`(_WU`8Ea-`3IR%coQcWuXeNPyiqrizl^Qsgq+}IkydSaYIbCIlXDn#2H
zN!WM<&VXo#R!&N_IZ!MJo;%>^#W;cX)>nbCgHh5Em%}w=GEh}4bU~`2ptDpFJ?_Ld
z^%&r}D^N%Y-0iNc?5?b_VM8P(iHT*MG^HN;x>~0d%YixIekTGzEjUgg_*59`7#K(n
zX!f?%B4nu@n5E2PNSt`8Wn1fV(IyfPRm%dj%3|QKCc{W)H0q&tXUnBkV<0Ej1__Yi
z4NJL`QGn5irXHIyVl!oYj;P(34Y-mXN0P;;Ru!_De6Z<ErU<c9t081m#eL4jVp%H}
zDc9(Cns}~Q3-dexiAo`*!xSc-AOiuau`2d(LwXHzKgG>5VE|KZuj<8{UV{o{RJ!(3
zx3j(e*=M^eFHk21&2eAJlY=8}Z{;~=ey$K^W3VjP1}6RP`N_%c&CQ_SlkJMRsp&QA
z<8Fr~EpWa!ukQ~Jj+*tB%i;<;y;gMCePM>AFCH}w58=nJKE8ST?%msWg=~JlI6(ZB
z?}^YEne%ljlxy6E7^O7)3u#cs4+2dv7Kjp{AXC~1K|&`cPN+o9=Z$U=eysUq5@Z}N
zCaBMhKyHIJ%064KB?*EG%<ju>(4(AEI+n?#Vbb9Z(<tyCs(~<rE^%1d>Ds+6``fp#
zJZ|TnXd76)e0x=~xh7eC#(=c9xkgJ7eMKnlM#T=Z7VbnwWw7?B-3-iTdLKor^hB~U
zBO|~*79yNmr?9FCUu=VI#VRi(A6Y=_aNkSud=Va@Y6{W?crg@z$f&76h=+<0>@cYL
z9q?H7ZYy2(@Z$FI;j^%1qUQJ1ZX!Me9T$KtL{_|-{2BBFe%jpa^*ip-kA?%R#cZ((
z6w3xY1Wyo@`-5@0SV2d|+(nd?wz9wd&2Qh`-2E^A@Tc#;`npcFoq%Rdl@qB}vG{-f
zhyUZ}>FZM-VLsu<K5SuPpa0>fzj=FoN54iTTWXaXi|&w;N3QL|;rL{P^=oo>dR;4)
z#-p(vs3Us@o!+4nNIrgxAsq=1Is+j`MwP8sKrW~JPD&oj@kl=8X%Oy>dU0k~GqGYK
zSWd@CVV6_MW~n?K3>V|U(QLXHcB$2Vb8~uget3Q~yEzB+)qsJ2IP75PLKDQwK4_N5
zomw>$nRctgMi#2-vR7#pQ?+coQ%D^Ro3n0t(k=8Vv2i6jDo4P1O`34~Ge?8m@gQ|~
zP<nk@Zx%zdL3P&6UoWdryxyGFZ{~%Ae(vp?SD4d(@z4Kx)TR03x5wYV9=|<rUeEKd
zmZkR>xb%lti+ZONZWlu7pgrg`#{9N`Qx|aRqXCTHa4+@fU+lQN4$$a!mt{Z9I>xNS
z=j_6#PAJ=HLQh~mD`yk!dZpKD)JoYZRbxI6Qxj903u(~f%I8x)FP+C0qLaJ>yDwfk
zD*60u1nj<9t5&$zM)hNh$dU>~!}%#(w6jQv`Bz9aR<e1Ak%Ux)_Mc>oj6;lwU!zoX
znyvgbn<0kf2UNw2FMkMOKcZ_G44H?_x0S-gQZ~|M%8N%wT@JTyHkFyey2Vcs2qNft
zgf0~Z8-J--fD>Ox7qMj#tw5>FrLxIzq`_)5N6QjD>;B2GAMjXd8a^ENi`isDpwXsZ
z-CX?d|J%PiT8xPGA;j=sRBQ~fFfE1GTZ1W0feTh=;gKhUZXe?Zz84ycn7-&tL8c^e
znTbXj^YDs<Xpm&6bh+WAfu#i;0Z|;U7r0h5D*}~jshn4G;8PJANEy@wjmAJu1Q#yI
z2s>*S0m87yGDj=j#X}{26zMQEvGhP;1lPd*1)oc@wISGjIk;qED(cw9=`bfN+21^8
z>SG^8g$iDD%6B-nKx6UY`_dhT9O95<Na5a-qm*n?KrCWE7UIXtdTDo;9}SZaRCzF8
z6wP3RVRy%-j&mO`6UHi7RUE+(%-CvSbXV*F>Li1&qYHrXfT2jVy2_V>MTzGJr3NJk
zzYv~e=0>zX!RsaD(ez{tvEoZNH{e<bv{<1QP`r;ZOoVSo7DCh%h7Fxjjc~a`5RdnC
zX*J+avHh#XJ3JEhDlG2!s~MmK(jNRMDE(3iV=D1IpV>%E70#~{6?1P3SU)`%3}#-F
z2{RAgc*ZakLjVyjJ%L0<wGGT*?0Ni5#VRS#RF_soe~?eFPPy$-hl$S<uo`&73JA9W
zEi%SUg<^+fBeyL+dL)CMqr=7f4_}3RLCvltV5Y=Wj$cc^C#DDz;yua7kXh$5?k7D~
zjcCKIQ4s30s>Ln?+*+NHIG$*8<BQK^8!I-IoMIh%gOG9MTkDdwmnNl5=<C_tVHL)#
zxc>BsjOJ*Hypu^-xQR%-RwzO|z}-sc^<>;XI6OKzJ0JB2KAVe03Vc`4B5+k?+Z+6z
ze*5(|ukP+okB_UR($Nui+M!-0Mc!pm$-Ya$f=;r>vxUJ4I&MLLO5meY5hHc#3_7Ya
z@gJ(ybYa7Dfb08Mcc@LU?+tk2kZ>Et^u-eke4ZsdHUpPVgZPMdk-8sz4`JB-%y}{y
z$Y<8zd@UAYSg1lF^1Z(M`&*M9aH$9ZRKC5ozqbpFUb`oh6kx4?@{7NaY_5R+V#(`(
zNvK5^MiAd&tfC$WIUN5Up$V3&Y*QJ@XdrUwg^8M)B;0-$4Zto8^SBrpHT8re6gwOI
zj%=^5aUYsbq~pGj-%g<z(-fO7SYZlgWL9KENbu7JomT1^12zX)1FOM=lap5lH|ugG
zPJZ6UP$|}4-G99tPN|Q}1|pSsIui&d{Xvi~+++5-19H`VtD~4H0(%Mj!@v8@@890O
z`Qhsy@6YdA#cCmuNe3diNTge>{>T68KmI&@eZmvWr~J@g-`+y^`u&f8`@>h?#XUio
zb*)lWsMwy)&*sb1>Ee8{JQ*(^F7DEa%y2lxagFE?Kbc4lUQj|tyxd{w8Ft%IYPEeX
z{tLH}l0u3jD~U)s6$K21^{bc&5&v&jitKneL-CkRdfoY`b8)ilcN(`B%dg(v-cvAi
zdbAkBl;|Fgx|3FkddEgSw(K<qjVefn#jrZ>6&HibqE}|M)i0;J<-)vOpEe7yCXgUc
zrl9v?2ff_k5cXGoP>r7qa*S9Qx9*mOK`r|3{`Bqj?Dc8u?y$;U>*1(!v8aFe@Vc1G
ztUY^{^y>fN$II_uPp;>=`=iR`yucC+TE)DTIv4=BNM~SV8&tWNHyv`M!(@z<G~}T?
zvLWH#Egp2#auJVJ2Z|rtH{wXh=O&}gD<LXm&}SzOnPL%?ihv#i+7A3st5zV!Md=?W
z3g{CE^BC`G9%PniR0_3XmbYXg)#-Hq3=^A<`=xv#5l`g`rQ_36?yRe|I!-MJU{IA<
zw$t4Mp$bibjT3lzViCD`0xD@Xo!|?hvB0w6rWkt{<O&NXzQGuYM9}6I(_SJHD5SC#
zf{fXGA&1zKsg(20W}WpK(1v^_4ZWW7BbIN?N+XUbERqcSal6HGY}tZ7{k}Tl_p~Zy
z=o5*s_h>Qfw`z%SpjOKBxlRwJBsyXEz-0xA21TFa3DcmLS72P|8biz%WF7;zm5L<e
zz6d!En4;8h^N-{x6Ol-(Tp{m|6UJu)eV@xkV>J5ta3Kn70W)kdTtbvBf;a=T$OM9;
zh6Xxh;25prCOtjcWD}C%5MvMa`^^_G!K7joXLCRsHD)SO|M-_gf;b|OBDksNWZ_>h
z;j<f|tdMp_bYdnAknfW14LXZ;GNnO*3tGbQ!5%=mxwf<Vf}seG1o$juAEqYh#^%ev
z{%aVL%ueV>!muQ#&IkG{N~V$mN8Cc3_550497FTM_Rkp#UY?2{q$LPW<iE%gvgz7c
zS;2e-dy_+RXMKfT8M+lFd8Q+<x<QA5hsRn5v4#iF2*lZq^9L>;#}<Pk6PFg$8+((T
z%}0=hJV19dL!T5AnmO#E(FQLZ#8=RlT9#cbwJ1g>jER~FQoy9vz}YY=RQqDFa1N@e
ziG)dI0pN?z$EuW?6zm3fZFqI;HV$0%&KCa*m$*<eDwo=ITCJE;=cgF{xq}1YL2jBY
z8Q`xdZ462UFD5}dSb4#I?=$O|zQDm{sg43Ss#VkqDb~m|^#G0=j|QiwrxclK_u##g
zn^R)+g43IDSltHtgKS{up&UrJ*4#RcYhPt&rjqVKTxas!TX`9GS&_Z?5L8j%oEY#(
zkV-dS?!0)S*jg9LB6S)nR6(AyuH;Gh<v;tUfDUlJ(dZ%D+(ed@ZLVQu^Z}O1rI!Z>
zS63In{qSmHG0Nkz2=PoRxJ|;)d2)RIH^2Qgi`gE&{6_7OoB%vTA*GB!Dg;iGJ`aRq
z)Px`g1+~o2uqzikw8ntN!sUn8F--pvh-<ZyI|zntx}2;ghB!F@7E-s#P?Spol^F~p
z3uSDRfbJjBXH2BX<xZx0?l`!dAh}U2?zFp&z?hYicB8^1L!89T&sDmq+S}4gcPz?1
zD?|Ls3o3zRA`!@3mX_>7?MS*35l%3*c#Q!}n6#-)-`hqCXAHv{$cl_-n1m)507O;{
zU>2<uJsrtgB}J+hvqqD#6BY?tHmx9Gw+~(!X~!6yA4HL*A|!s`6*>h4OeTKueK2J7
z2Ajrc7CMpy$}z(yb0%3)zunRAjBc;rULT*IO(ywpA{&b5!^xB{OrKpPo24rRi$&P!
zY1KO1+tTp%yWjo&!|l6=tB1?^aWk7w1;TNkuapRnyX}Ac$AA2J`udbdm{0hzKb)T*
zj)p(|>TiDa;fI7jREnp16;SX4=B}d&IEcZ#1@d$P@2lJFcDn=OSNwwWTH!XC2<CfD
z6nvO~gR@wvq|?0Wa_2%9YBiG}$X193GqGSklj+oJrF6WOOXrfwcC{W4279dzI%c;~
zxxGAjbANGpwzxQ1U>G_e<~Qh$+kjPDlYVv7VV#xk6;t59=$$U60<&&u-ml<J8#Z%C
zljfkFucyLPY<H>&RyR}zO<INXMW<U0&%4=KD|Oh(9JXUu@apG<X3l$iK6^`T&{_N8
zxc26(_3?%+U;Vpp-&RZ6wWpt<JpS&R!>{kU?;pKh4=3%@QRxgISUcCuN2{4&G3m1#
zRWTnRS${4T;6$e3!|yZ@mW=x;T(hGs!tsQ-TFxe0jRt)|WTTkDAfiP=UJ`%IFr>$$
zA$zY~=6yVNBb|<^un*!i9C+wkb(Tmlw$cfp6eowXZmVvhLK<*bI*J@g;1F&@DwXN>
z2e+^8*l1C$Ly|BK<HGMt#uJ$oa~7@{2S!(Lm@prBIVz;nl>$wMMEiWLRug0@9xvhw
zG!F+L1~^^CVz%9?h5~_7z6eE?Im>Jo2>bxxV~o@kyEyE*R2uI}y;|tDSVCm$rBXN$
zsR}?OVc2Rm>XbsV<0@s6{FGajV!vHOAx%bug<Qt%bk+(58%9ClCfzFRd4!eAKFDhm
z=mVY6VTR!9j{1Y7#c2RZ0XPC)0^Y=77hGqs$Y@K1s0k+BfDA!dwi7Ed_xl{|&|>MZ
zbD7Db>v<XsYB{G6oJ?NZDKX)lLDI4Kf^ZIz6*2CyS58P5vPglDhBt<YzF8|Ql-TDO
zHGrP*%h5Y5LA=w;QOd-6xtP3_MvDHzJhQ7}UADKwI!nkl?nxx;Ym$vM{tL8Z^Ti7$
zABK&WPoJ=NVldOf{-T+2V+~^%gB%qq6blMAs?7}>e=umgHldl0$%m<l>?Er#1{i=3
zvaKzmYPj5~Q$(8NTX@tH3GYj&t|r3I5(&H7<0F@|86e*$)Z{_8Fz8r2AbaDVA(n{W
z?9u1107?%99iSHAO8T&vJXvkw(npK5qDcuxIJIPZb7y@Oq8BSZ^jy2%Bw1Ud!W(Rb
zR-q;Vy0g9xP)isfcQ)al`zgnve4GgoNQIJCK|N~e_RHtYW~`(*k-?h5cS6X6bq}Qz
zd)U^~CmJy-)gA*FVmU(sAsx6UM!F-7`k+N`Q%Tvbkdg~pEkTRfs#L%POGg9C<s54L
z!E!m7OgqgMF--Lixl5%>ucO!~;kMDa4nPd>6d8(fuSLIPh9Iv_tJ&T%NyXUm(M-cs
zEGT9C90N9by{Sz!2%{QoSn-Bz^ChuLjc8l3xxTmhLcG3;DvdBFT6ylb+IC*7*!Q*D
z&z`}Xm2WXpKhLM5oo0F1Yfs0c^Yat(&S(J;b>Pmq?dBwZ^>~ku&%gclTb8#oUf2eG
zS`2u?S*Gb!0zQ-{P`$OOfp^Dmgj!BjQ_L&W1Zbslo>iu9B9neA6=LQX$T>h9*rn`d
z42L?EhUF(tGl;UVykLf4d+=Fx0>K$aB?a-6E!yaUxAKbyXpYNLyt&R-;mzx?i8eNN
zH@CR7#2ah4=;fl9@~xN3%@wm$M7QV;&DxZ(3s?Rg4n6hm7Il`8C@d=Q5t~k<O18Da
zP7Ea)Zx(S}vXIca_NA!y3L=X9f+)dOC?saBKz!vl4#8U^*%YljB@BX)Ud~knP>Igq
z7508Qe(AWOV8;tzf}|u-6dI{0dkR`jHjTz^Fq0R648tr(XEzBBN(9Q;{Oj9?qtWc3
z-!CVUrDP@!U@#P;={4c=Qg2896vtD)-NRhbtknPKKmEJk{P6pm<Ey))^9s7BKS1qW
zB^jRfd;j>4|M$<+*C#x|e98~qs?v|^wI4tJ^zq#{QI9v_^VQSYWp5<Nj^p`qG&>y4
zk4B68^Q&opJnZ)9O6K&mX@!a|IDRC5IY3bvf)*RV9Jow4d@@mAGR#|$I%Ceq8r9R8
z48+lDCRHRoRBu#rX@s;vud|p;-oLrOy*PfjJh?hKT299kusQtubVRc6VAh)T%dEL_
z5qG~;9dYki${mh6=kwmQT{@fhCOtf0g=N1os;6id8sWDe*5=*fsF|L&)1z9foA=Kf
z$-{2?bd<SXl*Y}}?Zv_C^Wodm+WU*<!)fd5+v(Lo@2mF@Ku$$#PqR_WZ$BP<^FSPO
z%x3KUMek}}y_{9?+Yei12Cr<y>9>*XQYAy~6w3mq-eben$u1qqRhx_XqQEO1<|H{o
z3@t%F@xxpyF(3A*9%A)WDVJm6Fla=IE)JI6UOkhIxZw*`i9QB>kzgPm3YK#TN+;{Z
zbSV|>)+?hykI@JaL#dc))Jy49v{)>V!$JW(Jv{-qN(DAw$nSQJM<buh$r21&SBh|Z
zRKU*j<KQs_A!T89r|8JZR%4%?TeF-2K3Rr1mdMl_onF76g>ljA(-p)ftkoXl(nnQf
z*-$I9K}$EQ<yO6gWj>pZLx|<AluvWOvC$g$+WmIRs5K<Q5nOEyW20`j-|p~@mvaIS
zKNJclk~CB%@%aax4m#;L7IAdo!Xk3c)udBv(JND7VgP(2E)V^cE+4VSdOnXQ9D6(o
zJ7x)7H)Qen1_a`PLIJ6s3>148kHe#qE09;{kfb4q;$WK*@P!2kCysjT>&$N~UIc%&
z)kLNYLl?&cmDV65;MC#o1rxzK0u7WY2uK7i@T|YIsE|?#?`)>9SiDP45M7d?3*`tU
z8E-TC6#6FIR2CYXm<(VnxLBzH<|1skFEHUH43I$TIj`7rF($F@fcOn7j93A-F}^7F
zEnM_;@o+oCeLXudwpCD%Fu=2X5a<?a`7V>&>I!eH_zar;mFG{l)?Oko)BHlR4BsBd
zG^ZZ*d6em}XJA~6LUA&im~!>P`i>}~lUdQj-VBqr%}!?!wVqL*2LQf7CI?gR(9*bP
zWaiY;__Ht2#`yG{-5B!GQhEGx5u@e?e`OThU0X#Lv*Q<(Fti952l^H@yJCw9h{V2L
zz*z`|L<o_nsBsb|!nCOtjMgSV6M950+*$aeSX&9gpVQ1p2E*OHuOMUT)hk_Eg;7bq
zKpb;elkD_t77$(-{~jJ*^*e1|Lx#gK9q!UKa9)tdHjr6~VDoN%*aR{F`<6~AjixN$
z+GM~33hdYICu~%8>!oX}D3vU8q#NsIrJOb*ezJPG5;<71wt{U8q!?zfeevG*%NOuB
z7#*3@7-*@f(nyt}=P!9a0lDKXSBO@h{qlc``)xs&g&@(%$q}XkX3?bI%UE@Ef*^TH
zQtAHn>u<jOE<+VgwYpd?N!s$sX*|afC7~;mE+<M8q;hU6m`>d!7k0KtFLI0FXE9BM
zx`e<Zpgmr8th4|?Z@`(r46ob~v7AJwQ;0Tna!ED{I8Ch~WVrH@h$z$7<FjGpuh7QW
z(LtO;k|vPI8@5SEbn7qB%2|0Kh_9|c{{pzZdTV`udjrQ8G>_fY7Zf$}2b$fj`%(rl
z+rHGLm6_#$N4D8e?XACHSb}ZG=mi$cW8yK>VgLdTd7AHN2hYFoO+iYLareO*naqfg
z0%m<$N*Ck4Fp@XsE^e<_!(t=Ed`P|nA0v(Fn8%pm;979U!D|JN8Re0^HtbeLXoE~z
zNhd$PemI#R&5SGYXeQ(@2^RW7-0KP3fvp9YuQ-*)y)K5yakuxo?|-~IzdKu;&AO9H
zl2_kQHXN>{63fZ_|M^e<>F4R|QyyVH;m3|&>!92F;j8a|{mpktY|KG_HJMs;dRNQi
z!}087dCUN|?2q5y(7t%wt~awVE6HQ)<W{v*2tEspXip&&HAoeHBfs+Yayk_ccw?ae
zTL^0P1PXBm;AjK|tzH1y8E;l=g>;e@n4^QmDT(g+;`aRfashYZWYq5sdtDUC<z#qr
zH0gH=)m&iIWE4r_cOo>$^o9O7sOQe-0K;OVPVs2ooV2sUTI66@g4{J}BoF$fX{W$E
zHff}0&15s>I_xHodhzRdX;_WjUmbq+YV!V~`tG86chnHJThqo5zxt}*YETcHi&%dB
z<^21%)32`k-#yGeUiINr%$kWtK8nVMRl}}V#Jt9+-x&$G18(dV+JM`@NC8d5W7GSc
zHk3b)!-!Fb*NTAK0y4E#%3?idR;iYAf{G}-P{bkuSGQG!D+`!{ASDA?E}Mi5fq%p2
zFhzqN-h-$lIswxTeM8l90pu5Dk1mG|Dt!qSYnDw^y3^_=qiIkc9JN5X6VbSf_78(5
z9t~jOqWp*lkW3`|qfs%R<2gj*j7B5PN--M?u}m2C+FrLWmCi#ZB%qy&5vAuLCYyEW
zBIwE4MwO3CQ(9dumuNO<xBIC?I+aR~Cj+EX1i^AT(E>oxY6m?4b!mO7Hu=a>sa0<b
zJMA7cv3#N1L3Qb3HX~sNu$O5Nh{T@>ibDIi#gs}UnZdZDhgSfz%c?ge1L2U}UQMTR
zJoxS~;zRoc3gL<)m<D~xpbuT|v2oH0H-nhJm|Jyd-g>=SCf(tten(<A+SFnO2{qO!
zo=O&Yw3PBw3Q@91j#DNDH-V|17ktcM?6@$}3kDk*MF6Zjq`c;{^WZSVlC6^p>~RJO
zJ__4B;~51#+_1x$f5g-a#|kr#cw>dxjJx}_C!fJx$5qAN47U~MET%HXD#{dgH&y|k
zDt5#hPoCSfn3O4=26m*O8ir#XN3ja$7=A6bF>1A-TZ*>eXR5^X5bdy<qgIk{kfh|x
zCtqOk5@-XGJ={Tvm{bu_HqGh@5fGCzM;=GK08(d~(%`tp;-kO@&u&Lprb(p?oJ<0c
z`ryWJ@G%{+>mWiB_JBwQ04qV7;W6WgV;#XrMz0^?g59-sQh_YcY#O~uy${w&w!MZ^
zooyb~JaW;NmFi@J2HH6$d`ceaiDm=^?aovN+=HhVlqhRJW;66V{hlO5@J+}<it!G`
z@e2AK#jq#lvc$bshfeM>s>3!zh#;zzW@=TvoQ2$*j)jNA5mD3q-QAGQtk~WJtq^nD
z*_*{ZXpR~_A!`#j9!{+ui9PN01dY0w&0<w3^b(Xxp{vM6hIDgd{mB;$)lR)B>Wz9W
zPNP)Ha;by|!07}e%S;<_TfN5pu)`v(6ZJ;%+WP7jpVNb5)5@G$St?-Z)zSjVg|6^)
z=Hl$^U=A>6bTFMVj7?|blhb3o0SC(?w6#*9h#v{4msX7FZquRNXEDgrWl(Uv;n|bI
zXhktZ)g_>W>Pp;z@5p7)vCl!E57GvUi`1lrr<{!k;pMUdV%WpQ=yw=W0o%^T3io&U
zWQwRP=G$^I!O9mE61f%gA@>4=WU&t7UZWiV>lA_6wP#QHM;!YrPe0#!{uDVC0~iJ^
z3)|H#Aic0Awg6D5cH!HvqpIs9J6fDzI~)6wZMMN6O$a<{BwKpfHWL@FNUjsW5lTLU
zoayfN+LO-}J6oW+5#`03FGTAvxF%Vgg4^O2Kv-g1XhfrUi{4MI1@j@LQ7Sn*KoGJZ
z?f{2Cc)y7iV2ZOENI^<jh`B9#a+DFM{#xa*Ui|Xr;({PUr&Eqbi;-}Ld&FQU;;=DY
zM@jVf{Q;Z3TQ5UMJDbnGez?Crx;UPk^y`C4x<E9H>5HNbRti5)U!U;!@`*omqPdhg
z{`B>a|MI6F^Vq_Zv2LNTXm?(no}bJP4#tB1cs!bYdBga1k-=_+tJ-G9D#`R^RY}AA
zB5MsvuTPISLf5bZ0WOSnM~DHYg(59T)a=1}#ND%LRyM72dE6W3Gr3Nyetmu3ZM9~@
z(ZkKnhllI;4>xx=SI7#-i^av^atMrK*aGb}AJxf54w|(|r_reuDupDZuR*KaYv$Uu
zRKJ;>v{RF2{BT$~9JBb!GfgqD9So{RgYvSIp4B5Kz2s3R^5&@4$$4L0Exx*&eD^TK
zgim|p<*anJXn*tZ%R#qGh}&;f{`7YG?Opfbuyj2uygIC3PRspLcsXEniqm!n>+f-C
z4oSlgaUvdZCt~hkz=^6zF(N}($i?Ez84tL|?P4-ub({8!i9oB8s+QB)gct3yS0$>M
z%O`@(N)9?%H5bdqSxk9D0UH7&fv%v}o{X~~3r51Bdac-M2m@5Dz$OeWvfOTU=LgG5
zwcP2pUftgg`-6xloDjmQ7#)Pw5g!R9l#(4j3<a~2%jH-*#iQ9ogne2*8wd2tDClxH
z7|zOhJYMAgBG`smu=(BY$!Lgnnac>)vV0DDZYWKLF~{7Pi$<a~ng<Gn$#hz+*I^&g
zuidW`rvM`#f^QFrE8=ogvdP26j5Q`~vTmcvu#H;`HI#KGcKTQ_Od^sU9bXHFi_ZmY
z-y`%KdEB5RDqt*FVBwAT&;-Ps@1;eEh=C8pzTUvC0oNV^BC;BD33FREk)qL(cP5jF
zF3IMDc$Y?@hAO$UwjtTrR0^dzJ8TU0iQ1vTsX&!Vy-tEwbhXIIFk<V1Hh@zLzmrC`
z$7hD+_*kn=gP}nqmoN)SHdd*bV|Aw9+oQNgy1B}!#Kg7v;)#(&*zOj#C|uu0wSt)q
zzy0p|3d<s4Atu>nLPKHPUVQ;<oM0fQ7!Sat;@1a07hjR`K{8)z{C~_a9*Z8#6q+4D
zLRL>v0hp!35RSPTuM}Q=Ty4}VuRQsj{T{L-LLuKWS|Jn>Ec(n;#Kay`Z-%(v$Noxy
zVv*UDv2%Ei_$Ye$Tuly?R+*J&!2g3DAA$}vFqo@)jPV8o&k22DYz2c(fM_6;`MNt`
zU^!$>Dk*y;R$gqbXt#k<ODGSh0tih;Q!oY0fjg@&nJ7>{(Sw0FF}UUvAwCJtaFZNs
znU3`6&f3e37tfecZAzT>dN^PizL-(%)T>fnYsPC&xNP{k8P6Ddi0zajfsn-jyn=-@
zVk^2^J{9kG+xWd%4N>ffZ=WhjRxW5&JWj-WKHOt8q1#&bbzmqE$W1`Wwzd>l>7>$~
z=TCQEKErjd7Hu<RLetVp#L(EhR-w+@W6<&%$Xd@Jm9Ym);0%E5x+em8%7n}UkO(25
z7|2u(jXVmuUZ>(o#(xEfzLd@M+x0>smI+1>YWYq4={LW=zP=j_##jPsHHdu`envb$
ztj_e3U7S?ZSSxp6xG{C_vEx;U!NOB9u%?&EO|)_o{ssP`*Lw6i$|(6Ar*L%h#TSa*
zO=x%si%hdb1FG3Ly-xVt*bkS|X@qrtgD^_LSHT5}8<Zvl!lC>WSgy);1vg{D@4_l3
z5p8kBQZ&zUb$9jU%4fe+?><5&#3IYS94<ZEOX852vH;gpMFfkU`y95Ns-4Y0gYh-H
z>k83|9zx2-OQ~o}$g1pO2HTTuZ~nzU`S1VgfBdKa!+-bRJp1LpkZiutDxmmsXR!fB
zCLd40m&4x}6gU`wXL<68&<c=VR>UmLcvQmg0!>x4c$+k4jZClRnITN76N-)Y#luG7
z<K5NW$=MkibT*s!2L`1QGg#PSvdU#?k2h?yGq19TN3orD+i$O~PN&D`v(tHJnvcc>
z7Ouz5w01Z<_|O0O|NVLQ^@&e0pX$TEzq%i_2j74A)j$09H*J8<v1l<CJ?szePR?Il
z-c7rcMSpTSS-ih{Sd8Xbq9Uv?>^6Rjx$ou$nVMAC;|Z_FZ_@e9S`No}Alj}rLJo5_
z<julJcRH~%71Qx{xk90HvshY=r}&C+8QtDpEoYOX#dJy4<Hh3k>frwFveT^hTJ=e{
zHfopp?FyJqCaz97Pvu{Wtyil&XjczsbU~H|?OeB>T#TyST5{US&HKe(Eq*+$Glost
zg>fr?JS<&IOUq8|a+13mrEezrZo&8JYWenNhOO(}Y2)2_`{Q+QImjO!&S6n<R)*}#
z|MmB;zP;^yyl%g{Y+<=S9hb>Y77`=_5vr7Nuc=)~loEkV1P+e{IW-ya2}MdCOEO?D
zMBKTMyHm<wbB_gahWlq-Vw&E5qj+<^7<CIg;2JfK)qJy<8nmhij=5Mc9d->`g;FNe
zs}*Yb3=A-f$>jF{#*cCrUZE5+&9~W~40>2c?q0p(p1OrstdPEYb<?PpS)L?=UIG1T
zw}TeLX9fKNe!`;>%$v_-|6DbaB!9}&ST9lK&8(8mXQK&PI>Xb+n8g})8jMv)yN8QK
zI-cO8Fl*H+r9l@1SApPUt5StIS*urj-41Zmc6Z$C4Tvt{-KDY;Xhx4eWmBbCs8L8Y
ztCeQ8jw_fJ$b2qG!ZVkO!M@1HDC3Sowcybc?nIlydBr+3;PSBh!atv)<J)HDH94Qe
z2gklKg6P97Kb=GxnT){<Vn!PFh0p7AT0<@?>?7>ZSfkN;s3Y{lXVrif5ExvH2e@Sf
zpr{HwDSbUkdL*%+?5?lU9PJ=ED9k)y9<hW`PNzj?Vm`sa&j3c@r7*YPG}GZimkCBM
z4jq{U9>x08FHjXXo_;|^BP3SN1r90k7W_#TK{O3*Z>_KLS0*L86v0Pe2HSY{1ONqF
zFFpj4!{a)R%^E1wbx2}>EclA}tay+NmTZl1wqRBdIZ5epsA0j<puFG~V>H4R2oPyw
z^@Wll$EfGebbJFegBWI}#8ayQPl2<J$Bbl#fW<lMHUKZx(@a5;4Hi3|2mTj!ba*Jx
zXeA;Ma+S@fC3ayo89=sXVsXM6AZG#kF$D6AA%ikOp~$l00OiCC#+#NDo=hs}cbN0H
z*Lf*G$aCrSV9&`gG7=#2LPB^f%~9eS+TYp2D@7y$y>8{nXKY&VR^h*L=~a0388{Ii
z@qjT(S&2NLmTCAXy$2D^VNdxyR+XGzH?B289BAvXCW!9x+%obJt0a2hePm)pJX}0_
zat#3XUw-}>>pt-YZmx~p7ti)yuB?6jg+VHoZmc3!;`UdHwxbRg_l)%Z@bf}MrahCC
zD0yx97L*Kq$YM3gWdW;+b`PiCh!+bK6`l1&YoUBFfdf?5Dx~SKUzipg%(*IHeZ^$L
z!t*Sb8g#n*hqrSu6SH}h{@m#l1iMT~TL8aO^6bIam2a^I)ZqN5k`f8~vEq}k;0_lR
zQC<dV)<JFq4US^kuGwgLAY!Sw3lOoi^_ewse)c*7m_nT{<UoGYssE1H?QqY4&LO%9
z6&NNn%~~EaldXr(L)QaWHP^gkXG^+E5_TmT3GQq|klP`_O6E}ookJk#Qu-rj?xN`v
zz@1Lc!d6&?DFx<<2qYQJ-237UsQ6SsvdzO1Nk&*E+9i&`5J?Xs_Yn+ZtZJYB^)LV1
z|N6gLd;W{<l_#6eKjZo&ogD<=Y_;+`i1g3Om*p6D^a6YXVR8SlnTs3~H3uf374XV1
zcnIbJztzldxW}RyG|F$UFD{n{uZ~Yr`09PWMk<x{`%sx(`|1#-t`;+xUzYIYe74)D
zzqz_T93Cutvzvnxd}2&r#dxfmOdih<7`=X;zCP9Q<r9D0zxvg0hV9YEhYx@Mo8MLv
z@me~I?`zy>oQx-LZr>bDmW$r#a4`Mw=Ih1yuvV;M*$O&r#GnKKBM3f?g2pb&nj=n2
z(5}aOA9Q&$u_S+px~y0rQsD^Mc{XO%95nYBtF{j9V(ECRUV3$ZcYbzsbvj#)>JQiR
z8?eQ5yj_f5^@DL|Icj!m1TZt~P`cIJ@vOgOOl+4*=?DOdakmC)b==O+hm~=+JZk2~
zt>odTa4^U(dc}DM#C>trPW_qdbvjI+4-@yx(ySRjKN>z<O<tcgA5I$YFWT?Us^_!f
z`Pp&5+hJi|j2Qp!SBF2noqT=UyFabppR}$Q^=_G7U2ygKawbqpy7Do1DH~2vx9lck
z&TW*t!FUvMj~Y<7ybL7SM7-T>RGBa`0yv_HF}+wE^_q8=lW8wsi2LV*&Ztv|p+O;0
z%<pVg()|YGVs$ZSb?CDU`JsK`y2nFRD`s1@GU>=hDa*ESJR5iWU2eUL`NZ+@?A`m<
z{eCAN4zz3NmSN;Pzzg)&kq_nO7oRrm&}_YE!(jl%Sq9UL0wWGn!5&8R4-9EM4si<?
z8EPOS(`3*=X#{`|J%dL=Fw+Ps+-3*$L7h;y)dl_4!P3?4G%EF@#gbzPA5O1TaoUXG
zV4#qOLF;Lh3cYq~G8|)}XQ`D*5~O!w#c$*@wXCpH!|Tsg5%DuU!AsK+)eN{jO0hH%
ziE@$PZ$U9(ouyaed{PP%m)q`!bB}aopzctJ5)k1e+F%7w3cYi6MM%lnD0QOjJ4f#f
zAI<@R2@0|nv<+aeOfQP9ZR<YOirCjdCuzx=@%%7)k%J>pMlO$Wf?y+X38o-m0*tT1
z*aoLagv&+7U?mJ=daT)Kh<oUdOgIF%5Cqv&2oC(6Ev;Mvx>hU_6gq}0*%pO9MD4^l
zbHrO~YJ~&{IZoh!@C^#63R<d}F>uQW=zpV*<(rM-7?~I-1a2;jE;RVy5yG`4V7>_A
z5ml2&;CHFfsuZjX%qXWUzWBO4X5>Zq|E%wLLlQC)m(%PcUD@`jrO;5rN2i`i1<(?c
zl}@&?PBj1n3`-l<bQDMC$h*4jXv~>-6k8Ef4OvtkDhnT%QNZ4MEld<54#aXK<N-_y
zqMschbFaXZ006ZC3QY9;+2-e;i(ftm?S=5f*uz$E<@3*0zxX8wI&FX~SYCed%U}Gn
zfAaJff3dgva`V|2Xjp90R{r{PELf_Yb%SijOz;67{vMqIs?C=#h_XWZm2P2xm*Y4k
z_=){*IiG`7p&Q6&G}7_SWKK$M<JlKG>o0cJpS}3(myn|(e)grBYy^&pEdnQ9E}`ux
zV76FQvV<EV0;pI;6f+_AD!C+0ktjo^o*E-LNoF)tgiD{%wEf~GrITT|lS$sD!T4?T
zyIGFf@UFA`2~+>=vLdb_+EN$+$Zk9s-~r&rN1fBN&!1f1KD>VO?)>5+7LS*!wPvd=
z+1uqZ6NY(-pa}D^5FYe$pty2wP8or)4zhs4#O^ZdxVosBfM&zR#w==(N<vmWiYKHF
z4EB#*LPi8%(!n~ZoCk@}AQy?Dgpob~?jb}|g~Ck|=mD)v72+9F5IHeBj9^oDoK_Ri
z2PdhYPLn`k&@VU!xpiThqKaM3icBiQsE_q)U(BW#sS)vAf*c8-ANoBV+_LQ#^4;|y
zGoMVvti`Q2Z`kCR%B))Y6d-aVs!A{kpnY=7ASdy<`kX`(!6K|#T;alvkC8Abg^&_r
zCIWVt?oOAD*C?VBd@8PiM;MwRL~0p6nAOUSKZ)RByZ!p=5`@>Z+0Od>wPZX80MO$K
zV|XLlOnbXkA91_Ng>p0$YLqLlFK^FgC&!b+gW)tAin8FPNHp#D-JV_kJbiuQBg`lK
z@Jppqv($Wl`}R+N`!BI0mZI@~xp+7r^EgLyJYOCi42JXG@Xf2QXQQKjyWeG2h(Ix9
zAuPn7*&d+Xqjll)1d$!Exnf>`Q=UvXLWNd}re>Er6AYz-zD6nEXMX6mm<=lFRI66I
zxCB?V?AG(g<L2S0J|8!aj%I^ybJ{7<qkS;y9FAHLR{6ul(GnBbxZB{JhwUnf$POgW
zYGF#7_7LcOVOY<cPHR9RhV|sUo9kB+gGz#(70TmbFL^RdT~9J^Pin(z`1*A6?q>3E
zT)mtZUme$8AD3<p>Te#dhl4&Z-4Un!AHF;K;bHXM!}#rG_h?u|zJ#rsig;)dYL-(N
zy{b7Vslie<&Y?-)b2%BzVf)18?zKmJ4kWe;_gk6dY|?Jj((HpK<6gCjd7hri*rH!N
zn!wo@FrqL+w#rGsH{)Rk<2w1rVw%3lNHzh{vD5&#8u9Z!1R`k{8gzT*a%nWiM%rbb
z={CwRz`p$OW_dV^Cy1PCu=+<s{$wPKYefh#nxQTL(z4;=s+GWU6Vn$EVXV|Re?2xk
zb;I#QoF>P3*blcJq!^An@($!8lTp|XB}{-kc$$5O{SK~s;*jxpYCN5XIL<<XxLio4
zmXk#xoh1SZKq8aM;6#grVnKg!Ivz9W)k<adX5cZo17)Mas37zp;0DBbhPj?D7p01!
zi)|H|M-;q>-|H~zf#jz{AqZ4D#Xbv%d^Bn^>0=DFb}No8I>Gfy6@GO_UnUl&BMk5a
zuMjY}JBDh@?13qoT^6Q&uhkBeHQ=BwSSc6ng5EUlYte47LJ4Mg73nHHDhZ37IC}=2
zn!}pU2AkAJJuwt1AloVxCn;+yDc)uURxz;lB)PPJ_mLM#|KY{LNDuxCx7qsh&(YMj
zh25G6<~)igCkWYm)<JlfG4Nv?Vl9JppRX&&Tut!Mgfm%8vka3S=`i82L$Z{x=wNq8
zL!uTKJGDo2L}I&Q)a0&*qgK2ng4BwOp6?6Q677a#5wQ;!7ITP@r<3hji1p#EV!+#1
z@q}P$v#4Zdu(8N<;$5~zg>(YJ5ttPbMMO`&ub3Cdq86krTPDUQ%^vUp%<xK3RFB__
z42~1S22iO|JggDZVY$ip^zs*f`Rp(Mg86Fu#S_`a+TO|w>G}$w40J%2Y^?0)-NRsy
zM-;`4sYV8C>-iI5bI8!BAcHBU7FM>gq2Ap#D)t~h@Ho*K`4&KG;7#IeXW@w%38!E_
z88K;8gj2xZ@w99_eZI50w)*UuXl;!zga;2b&1Wa*XQqz^ai8aeFY4TvI@D5N>{6->
z<ua}ooty>EI+`+JNiVeg?M>y@wucae(1f_hfQQ1x!($E0{K-8g84W5&AwRIwV-?AC
z%JB{6R6y~Y33<|RO_`2W04RIi<Z~+&L3lkY&tAX+d;9*w_04S}k!UoU<#HLvy`8C5
zzQ>>?TE|bdiI<5`2?Th?HfA<TKbdK{O$e|G4hHg(AU`suYvfVls}7-yTo!|J6ZG>X
z7;#Bh;4sw5@jh}@t4JSkjm2E%FjpHker)Y_SR!yI7`4e~1D7EB%Hq_(B?_L`ZZnaW
zE>$Y5GbO7pO!7T|tBk(l^>rqHD%vGT=c~`T!1%2}b2qCc6lY5}S4{F<AQkMad_sJ8
zg~4uL!UkAjQG>f*V;u@~1$!HtRhby5-JW!JbM@s@R&uOoYq>mIYf`!bm>0|!87@u}
zz0qwolQ`xw#>dDy5w<F^XbcI^OL!8jMC@Ho{Qh>MX*Qf)9vq)c4tnJ}Uf7J^4Q-XY
zP{JwHtn(H$>nRVZmTI^?0T^B%LX@1I%#No0X*QBbGpc#LDK8QDpQo=+czXHNA3D=l
zDOLXR?!&+O?ccQvwY1keX%wc->dAC|b#!(-o*a)yhoi~e&6msB30Ci1!q3Z#O(!Im
z1%s>InhDd-W2N6VXt4(@Xg_B56^&dz=5nR{-eN4AW+n+a&<&}{o{@zsQ`h4=TrLj}
z56;ieMxEwzz(`htI6>9ps8_o_p>(=&I_-0Vgid!(FtXR}wcDUs=Yz($S08tp)f@@O
zY9k*<pq%xqopPLI7hW$c_XAk>g97o!ekFD?E*$m~SJUjPgVO0J+bu_~j)xy^MsJQQ
zuTN^<+zsBGRBjGx?_OWkDrJllHud`NKQ6wz@4q>%y*jMEzaG!Kg;6VC%}1#;VpWA7
zw_QRCgoH`AwPRS%QR<D2%I9{Jv#ClNkFYMA1oob2RoJt2&X$9d<(R-`t6He$6XXRJ
zLuxR}%%b?-1;A+w<5hY-8Rs&IM!f>3bkM1_s+q~4Ud-@CbGWMDRB+s+lj&GAQLofy
zL&B$&WR|b4u8Wu*VpKZ@s?|~^4Jq7Fg-qf0QrZhL!EQEWlXMum_>fVr2a}>wE@GEL
z!l<Daa*PR^x?sJKq_we_P35zh7II@QHy@5rQ-!5HrRMnzfPDgtjBu55i7Oz7Z!g2c
z53?mJr16!pI*afPu^|xd?^_)rkVlKfXfT>k9^UOt`aP7*cCA#+XAm;cF&Up2f?@$c
z_dM(P*Co*4v3TJNVoO0lk9JB2ug3~y&<&Z%m<BEu^3r7)bR$(kp|{jCsbs*1?!&z^
z>}#esvyOAwOV>7wuYlcV)#`&zx`9|60mV|2m$G3DSE&`^9q!5@tinjAW*V~=n=xiE
z&O2yMj}gB;{>vM<Ep{5x?G2VooCt8;A+OTlqfrWl+OnN3+JvzulQW|c0L$^t`bz*2
zyg$>LS*rx!jhMm#B<FD7*<^6S=z=RoI9!OT?QVG;CZcE|8qxL8>4gsT5VhbcCBo2S
z5O2?6M0*smUBk2n;EClA4-(te+LNbzM<fMUOmT3N;-q>Krwx;dfcer=#H^tz(Zk9M
zRZb>mzeh$uCxDoMigTh7-jt@}A*LGMAGML6BSAus#YUd7UMj*kMGiwov{C}Fx`HT%
z3JLSUp^+si$TaI>1bro7?O}Qt6q_5$?Ojk9Qo&k}`D&j$qp-NpvTak5;KK>#hQlcl
z;dDZ3gwDG8?8&pg{1>dk07j7!u<a{hoT@~dHjNCmm3Siq7|b$MOR{VXNCfWG;%z4I
zGEH4xd$V4~GD`c*%g;ambG0SGI%xbPGJt*AwKOwHaQ?H&;e-X7ZwJ^e-L?rd3^U{_
z%yf_2Fbk7RgrY<>)2Y^_QwPn4z11}uf0~sH<x)jrilG3P0XG_MGx#!FF6d38g6mn)
zz4Y5HknF&V6(U}s#_a1NPMQ%sf-)ZR(YghxOtijvd~{41>;1!<*=#bJOl$RqUZYVF
z#@yTD8sPfbURx!VKz>1|0Pt=`EM{5;GzuHUv=3v%3_$|kEKL*CA7J@o&UcyM+tW|F
z?;-xWyOr>|sSkkGOOqqJQ-@Ia2(A|T1Op5#mwmG5tc;K~q3S&<>EtN)m?4?y6yj}m
z`hfsB9=~{F6D^n@lTNxrV-#TuCDP>P8rK+hM^>-gt$;*h|G6*Tq~ihQlC7_JYt^Qe
z7*y0ftczBkLR%%?$gIv&Bs6a8S$aXeQyVqd=^5)@QUk%7x{}TcBn^QSXJY@1KY%@I
z$mygnj5`9dn<}vcGnjCDMW3BT&>Xo4F~zABLK_A7)7kjwWPW;ics*?o^TA*t9LR-(
zdDj0%L)dBrxD&J(i13$kWhQWL;%|?yksX)A!^81$C7Dn8gDJ1C6pg&TzWaIi^{LM=
zpYG#l_^Rcb@9)0))9?Syu-2xzxRH*Yjr(V_<;C)N*6kk*#>>I%_3ekN^E(7JyG2Ki
z36lwDLBL84nb%{ohHQ4XP8Bd40(Lw3yJV2wnMl;_%tnH^L(B0%G3qL$XlKJkUZC|a
z8x74TgM;Pd&D)2YtMik^WHBM<*gZQKUY<;s!wz(><*+$uWclx`*Xq@)3<0x#lTx8}
zIoZbvR>{x%jdm$Tx8q{i7}T@#Zh6`+oQ$f|HW>Uo{n}Rt&Fe!Ng0ioVs|;ZCPNH21
z&@}Y^s`v4t@y$*9<7MmZaRu-F55Ia-uN0KKYfjzPZ$C`Gf9QXA*L!_Ze|6lrm{&_F
z=%u<$n8s><B^w7D8}>Pp5qBx+&qZBo$!5TzPlr8MM>A$c_+0bhFcJ0)TB*f=Nag@J
z5A!FO*?uM0tLLbvJU^aSnH%x8b<rnd`Am$KAN=rryi+w88g;*2U(AH3qdMIgWJu{K
z#1dc1<qO#~lgwf=uU0CpPW$86U(e@@TD{Fm3g0^dUoys&;%^nov`_}!*rhC~c!;5Q
z)N0Vrl1fH1nYhDdN=1dpK&x2=xLU|1g~Fp$3`%aRUPFI`d`WmJ3~nOJgcb+~y?`$;
zYta|ntd>T@78oy~<}rxDEK?~}eJ(Fz5L~iYIGQU|$fLEY6}J7eF?1%pZF$;=ma|c{
zkZM;7c*9U0Ir(9t(g^}i3}C*;ZkO-u0WXROJ(8Xn6__^M_>lQ692_|Fv4?TP&YXau
zi?NNDbPg|$1HygiOZ=I%DP1kV9H_<Nh=KIQMgpZ0jF?KQqG;G-bKq*mqbLAf?G|41
zS#z;&qDziH;Jv2|4p$F^3iuEBe;9Abj`685gP}YkHL_tK^T>#}FPBI}8%Tug$FR){
z0~lpPVqsr_bB1b6I1J2Ska$UBVoBocz#PR22rsuzD&b)>FIjYg!I)JEI417&vDt98
z#{40N!HC-*{mY40O3q-aAWXTv{#+y91;B;*U+98aTM?X2urf?W&TC{W{)%vhnT;>x
zBL_zt9_@z&3Y3_O=r$5qNlbtYX_&qEJP2NF8WB?Y1}QrZdb~kzz-e*J84(6U3LKyT
zL>&BH8=+6ozKz(*FoP^eLlBA>UU6!D9BQotIT)ujo!UIrbV*yy?6_=dW-tt3d(3<L
zq74h+FDi?~+rT`H5IYqT=B}-0Pf;F$#xf=`eKEb*wOHu)0_J^?0wBDYh;or2LMKI}
zj7IFKxZr3{fcw_0S1DUWWZzp~W2$6}$m%H>B>89H`KQ9N9E(|$N)Iqq14N50zgZoz
z8v`bjdPf`w-x>}Q6JSsbSajqS;cQ?9WYUnVudjXngf@1H5uo>T)gg9sv4uUJu+y#F
z1}sJpLr;+hC=BF05(`$a7%~wU2=;+ggu^$(?-Z~zH5sARA*f{&$&=GFc3;cGgV%50
zH5(0{NeCWT1cT^*N(nU;!cPtI{hrLGH{*jstA#-)6>Wl{aF{F>jh<+Lz@R`+7fbN_
zWtadp3Z7>d_yzqw6=H6SEyJCV#iZOt0)}KOuz-ZC4xX4)B1qv<Da?wH&5F}Z2thF9
zSS)snd3S3=ELx{^n;V>+m(LZOD^xh}Mv;(7Ek$9JZm-d$wY|0mB9%KGycrI?!lK+Y
z$pi-e=E@6@`;SVu#Gqh26RX9<At{Sz@w>+_h;S7UZ6I+e=Ql_MsAT=w7gQ<r8+AG>
zQPNp5qYnlhR<>JCgOTPhs#if$&?3q$4}f2cWEk|Av;nFFTrNO9luhs>TP`kcFW$a7
zzi$`tgZMFhB|RRBw!>DZQ=_5eju<T4Z<zKrjcV2#U(8RB2D4drPN{L)A4&UzNw+5-
z3ch=F|MT?q=}s@7`Xguh8a7AwXRrUwAO9`0Rwb2~HR~sX{`qu%u{e4x8=4;s7OyTI
zZqBbc>!C<FELI!^%AIXM*?zk{<Z$_|*0|f@v*@tU#QeUH!;y)Egwf0IMVE}Y?DcdQ
zdwH!~?svMqMl&0Yq+;ROY;bpf{ndweudXjIjt>^&=Ed>&l3iQ7d`1=pmsbOwv9c6A
zV6Az-UP;F(8=4QB<pkF53^uTNzdCN^Cha^WkEgTt$*j2?R;Qgj8?eJc;bdGqofMDy
zsoR4R)cTu)YOfSHUv@s+PQSWreSOvX?$zK|w*y)rKfY)8Rn*FMgI38OzFvO+s`LF_
z`~IkUIxdWwsd@>Db-Y!MmokBNDPGGU2AE6fP^+8(dY_GX>$wPX7qG8^&^Xz=I$WTj
zVx-Td0_cN_*^oM5f&y@jy5;0zP@fGkPUZ9INUegd+CXU?c5AJAp;An?8`)MRgScDI
z$1-G=;2rq`ts?ySG}7d#UG3IOv+<C9)4}25n{U6yDwj@W^;!civslm*4SBUnX)1*N
zn1}{kEY2{%ggq|C-Et~kNKxA3p|=MseWM}>!SE%D#Zs+SCCLg?-0N}G!Fvf9eh+4N
zupyKL4Vo1g_3au)ddT<L*<>&s^$;>!wdSBd%%sy)AXV6WrBa1#0We0V*`&&|kj^x#
zRn}tIy7>0T{k97o$L$WXW=UsxhZ6gN5OjY}A(LUGu?Y2x*lvNM%V1dxg~EP%FP(`H
zed7Rb6=)McCm?qrL9)|BDx_(J?Ey$j?yT8<F(WYuvCP5mjZa=H-xJ{WR-_`}+%Q!4
zX~qO|#LYFaGLj?sNvMz9Cw0iQ07F|~&g1@7vP6O^CdiAp)@4}Y!AI`1prFhS3IXB{
zk_yIP^eF~He9=HxP^o}@$v3x9>o~_r$pHiq8c_kc;^e0!1=}{w)zByQcF=<ud-zG9
zs(^{0K$#T*{dAABBB~i^O<@`o_y7XdO!=6dqyq>Dm@?tDgPGFEIOzmA48@=FO+FUW
zKF^O)Av93n?V;}vbgIxDqY%_aLTW@8acZ#><J&~5BEQKK$gKOQZ<+}>^t-)_^RrsH
zLi&$&kU;2C!U2<`;XVdMQ3J_1(>^JER1Bq*_0X1R!=J-x&QC|H0pnof54wGJL|&Zv
zCVeL8mTkN+t7T3Do-r}Qm|l#sW}s{c)WiCd&sm<+2c%)r*hTo;*NN9%S}9lqhEH}o
zcCAt?-r#A%n$FG;$_;b{stP9K@w>MVcB29EKdwBV#SB9u%&9Ap@<mm&Jev%TeYHWn
zYnJUMy|mEU+Z0HEpm%%YPIPFU6D#+|+9U8m&321VrIg_MW(R}y%RrqvR|vk=R3uEb
zBIfWQ>lcl|rZw`h43@d5KZ<u;D>q{y^LvN&63~A3$*9bPH*>KNuFF(7VA1cN9G_lY
z-yWZw+}+>5e)kUP9~V6+eutJSbB%g$6SkXPXxkL>9jr!EK|%vGO)IH0Lp+TId~`p>
zy}p>+6Lr#<A;^V(>K)Z;zgZtN)5U{{OYgK;LrxbI1%VN_vrFAu)Z<A6pxQXOj3GcU
z=Y;GwynlQ+Zn7QGMk<yz>&<fU-ulW@0M1lvf%F%zy+Hq^aY-&>-X;aGrV|>4SUhe4
ztXESRNgtDlE`W{w-Bp{0UIP*Dpp^r=TQe$m940m9Kynk*0jT$+ge$o#VGm4cIH?m9
zXGX8RjpqsS;Jpq36J%&cR=*8shLP_AmnOeoQICtrsz4HhSYk4>j;1dRgd*rU;9xAe
z*(Vd&JUzKPKP1L@)XA4KEV4ZQoIg|y#{(v-S8wE!ps9)<O)-&R`AL=D#p0Oq;(2#^
zG+bnZ(X=m+aC@tX_&4w0|2%zt>NCuz`}qIAQt4ngJ71pv=?{N@I2^X}xmGR@apHWo
zxIH;Pn;$KE)8o;>m-p|_+1d{KNyIn!5=s>>efV+#i3=baR$eYEow-n>q2K4hYdUOU
zx1H5J_kbt@>7XYS@_=$$PN#$)i+GTd$=Pi9{=>V!`&WOwxwz`qTkr0#kLQDv1&4cQ
z(qrQ49YBn#AXZi`54%T`_HsNzx@uSQoocC3EX;a!3Lg&#<#9cIG^&BbUk+<$i|)8p
z0=RlSERGxTqkisYQATsTJ*=Hi=p;(qosB=-&EKCjzC5cv928z3RqhWP?;p-t>)~;A
z>UMv47=L%$dv{#=@}hHp+U-}twj(B3*j8s^_H@`%%Z6LfGy-<oK?G$m>c(Iq)S%>I
z=kw0dpq2``-@iINnfES_>8xBXCOt$qpvuKms$EP2pg@T{I$Gp%SrpXexHaySp-+rD
zRamO02jls$TgfJyMYPM@uw5s=P)dapL03K=JQ(+GFV7g7Sdoz!y}Z7Fy9G{yP`=;o
zK_VnP&blfS4THBrVeEC=v;sj1t5c*D4xp-peDoZpQ0|CZ^2w`k2i-1)BD^TodSyBv
zfx#~@c!eqQ&Uag#;b1^s6|)voTRfg&SVNi|bsO{Xpw(#QGkL%p3{g&}9WceH+dG)d
z>ZNiaLprs|bjL1_PD_~gSYi+>!EO3Htkm*^2dMcD1#zs|fPk^LVa>%HVl&cGr=d<r
zP$g)qaXGyXhu`Jq&+!1w$!Y+k1QK;>1yY;cY$7lPFNo$i?(s=7BDz_jChQ3ydO;}J
zrr~<iu&)88B;VW7Yn1Hh5Hh$UQ0{`G2OKIUNXR_Kzc6vJvcUd?F2k&)6pOcBzEtk*
zMZEzY5{XFCj+-x@3)7kkOec_Vvi4iRrUW?W?#}wtr_#+W>H0cj7~CZ02Moh}2uB?c
zn?)aIF=8coNg-J#mgrS#svhB+(Flsag*^*ZM@*GC=-BVjHN*Z26`Mze>c_b9*dPgA
ze;tig5S4WM{39}xTaS55D0#uw&Lc4@6#F~7Fy}dH5h8`DQooNsoM8i$C?gQlAaG71
z2Jq{MLlB%~+h)@0creJpHq13@EfK$ngD{<jAScv)Y)*`As_iYcNCcz{JGWZ2X_ASp
zVEMtxQr?YcNW2U3i&Ky9&Y@wnFh=;k^co6-!Y&&YDe1;a*k)$>ih-+&_*S3%lHQr5
z&lRy5LuP$U=qOZK<hwRCdnEd}85*S~r5NlxBnl30?)8)+>}0U8Y_rLfTQ)p?q8BU5
z9YGZ}DV2PN08gVvt%Hjz-U}EQ1!<X7Wf0d5APz$9QnpvjK@v*^ToH#wh0|<%8^}CA
zTvnZ^)s*IJym&6%5n=LA_&vE;nB^7268Dm3Ipi^6Im2K8r>hVTk^Kp~Encgs&+SSw
z;x+Gg$^}XUR685Y5?p(<SmsjEyZeWSH*ZeQ&aQ577+p2$O)PxEwZU!^t^)njGWpi(
zw#@*3K|=#jg1!neA#yRhN}`d>?Sc@gBPY9$H_~p>Lsi9K#t((Tn_Vk#38r)=b{f5b
zsL<jHYms*lIwB3M)KpwW1O{yaVb}uT4uCLUlC~x~7I!zdc`(mD`zs1CuoqHHiAt{A
z-X;^e@$7Sfw=aROvW6C{ldc1G-C281ix3$}$;JyxM#;b``4D&`l1-A2ik&st&L(a>
z=e~qlTD3==B>@mRzC~=$<U1RCY|6g)EBW3=z+qfWM%7#zG_G66#U^B9ZJ;Eqfc@zZ
zi8zJr7K9DbwR)amBZUrDiy892&Ef?(L%Fci`sUT!gTd^m$IWpj>kk*B$y_j;^#%Me
z#Pp1s!rGQAu#qovDRPRPP7jWTb83cWtzH5uzAu#W1<Q%(_g{bfdHVWvr<eZ%9yvIa
zv&G?`{_uyB*`$<+)zYb6xdLV4=IH$D@Zw~4d^|b&^8U@$@e$Q#fV*&Iv#9{{#Vr`O
z+oVxAE7{>YH9}Kc*ly2-pticPO>#e&@Vct$D9fBYXoU!G5tPR=_?v)_0N>Z&eE8<u
zZ{9t;esz8GaCdutyf|KtLEgiL0$Mn1xBAWMu$gB;gyp`P&-Ux3QL_yAtKTTM%jteK
zL-Ej{mLAi)-7d^Q-#2ow@$r3~Pl^ZK%>BvW)p6%yT4efqf7KmTLpLYGZyuI!4@+Mo
zJDybE9F^I9y}di>H0mr*Z2Q~4c{jVA<$rvbUW_xSmKT$1s}PR|==Qa?%8_cu(=JB(
zwM-!yXqAP1Q$FHa3@Y_PY}_jF)lcWWPAxm&F^}6{-Cq`ykxsq(_4_x4bn5o><kk5}
zDG@xLPa3uI+37{E)jXQ_=cC4`QzpeZA2g{(1e!VlFxsh}9n9u~F44$hCWN1#x|UI^
zLfY{5=JIek|LWt1FF(9(KISd)+t+Iqo>Zg3QpjX!o%Xw7P2{MLguR~!vlR}+d|pI1
zJY`Hc2sk+FYPnRCyYWc4mMhrJ)?%LJTmEP{&SxXpOaw-Kztc~~Q>}KZkS{`^sMbcs
zVhzm^CAD2GvxVT#<O>LN7qS`rT{zFs6yOz%dIKu?a;Z3G{#=?~gL(lk*>urrwDIgS
z%jKzAuQzJ7rqAVLy%1$~v{~Z82o+S|7r1ip-{Vk1i*%SR7;p#+m<<MGpaKjIms8Cq
z3i2(4PXnFrIxE&78TaNA(C*Sbv0<MfO5qR)T6?g&>=qcN3MGpdA#27|11VFA!iZ{V
zz~GJY$T9@9xWmq}%ck2GxJFVj(;B%jCMcvL5?JIA8P!lWp=I({49Sc!Y=N*n3mYwo
zgdqwHDMm5~R2-KmfP^<a1|#k%?&9&%GeY30W|75LG{`va#kiH&EI~2CF^;Pl?-O$!
zIZ7|Bpf*#?=YzlTsHKWvQ&5>L43M0jpkLuc(U`0fcwd<CjY>6QrCB8rEZGLVTC_vg
z49Xp6CE6B~j844g1d9sjb!#09J%_T(tj#1M6h-4qX6R+-1FMbYn~;IyV;|4N$3>aZ
zZ*@}1MBxrYk&2Q&c0^j_JU%UpsXeE5ABzzwLLC`Niv_3!i*8mxX0ml!C{+S70ul2u
zKd5)?D|A#divi$6@Yq;?`b)1_SBeI-yPIaYgqCfu4&0W;Z_?tBC--NR@A2l;D_M6K
zRT8sG%w9z+*)HWWUw-*E6$#<|N3mr9!zJ#}s1OqYs4BO%Xnc0=%b8n1!rG~z(x{k=
zh}`m)47hn|%7=qGDh6J@G>XMMROk@9E6<_BQOvaYe1*cJu)|7#jsyWUYGENSDFt~-
z?m6OeGWJjv#y$<ED{P7=c@qG>dIe0nBz;&KE|?uA1dv?BNGFr=yD#6rdUy@`{_g%2
zzoD3~goPFMFA6a=s;w8#fqlh1L1?r(nauBWP!%uPV%m{2X|T;>#KJYl)fMuv9i)d;
zN@-~|o3QL_LLTmSDRfXqg}N>kus>F<@i5j$2e-ydfI^;^=|v&telQgd(gUuR?}sB%
zHnrS7J56+p?~xM;`rQ1Ndr!XZ?#fFYCiy*~_EEM4nq$?ZAS}%8bd#YSU>&|Mel);@
z+4~7}R^GN=YQ$UIt!R`g%8zixF`IGw0PbF=5OdvbQYb(r>iRQGUl3SBZU;Agg+vUL
z83QLndw?P{i-DO6Lw+0|gHYxOT!JQ0b<knql>v8wL8G>?L$-i|v1MZ6H#avY<LSj@
zTE~@v;UO3;hOyi`gTz`*h78z43tF?GTWbK5J6oIr`#KpP9`t9+&Nvf{v;NA5qqy|{
z=Et9Yp1%GIm|;HMZy_5AUmhI(>)-$G>iC#O=5jjIuaX~RNjoQ{dwF<ub9(dU`u5fN
zc_JLc$wR6QpC_;IE`u>B<ba&qyhPj<Y+z6(3Soa54!qqI^*Q)2uF+<mQ$B@FIv=Mz
znoUlO1RdL>$)Nq=tM@<r_}#bPe*E>1-@keN`sNx1a@uQF`|Za0(b3uA!KB}0m$ewQ
z`_0Or3B<k(*kM@DgPQ<Jfib;Z%XVv-Rxv*578d=&vR7L63g`36)vS24tX?h}7mMcA
zqWb!@`Q>G2(T<}$e!O3PIIVp+t$cIUe1B4gs`~Nm6$>J^_Imlt-@Ko_KW)A`sK3AL
z;LKk%5|EKgac?Q^jt9(%kYxciBH@k(9ivWd)~Qi5*39_pnc$>d1}a;l=`aQHEPHY=
zJOc4mD;&;7%Nb^=T%(v~3Y{ZOp3GY1EH?Q06fH5^t7k`@%GtsAaNMfr)1ywii!HyH
z{{Pu~&*n(aG)wPKNg?(249PO^iA-cB(tGc{_uhN&;DG|lv8qTm+3cR_p4sW1neN!#
z4^rrhv<ii^8`{-|B6jr?biFmdf*p)NRI|wfkePUq&;6eJoa;1-86u((S;26}0&Zws
z*x`1|85Gk_t@``l{Vnd7B@<h-6d+UY_fjog1fH7B2!z#Su2QJxlSwS%)M67C0Ph7y
z3-m`h8)ck>L)M|LJ07j#nUBTMqXz9Z+bCL~5)oFDW%>!2iE!#+7>-4w<zlm#r*1p8
zUM*LPNs<9O8el~k3VLYVi-jW|r>j-RT3<jpBO=iUm*1>ozZXWYLWM@8#dO9uWGfX5
z`Pg~UDCDE_*X{~?U11OWZ5stc0k;cCEVb8!AF0YCv6YF2fwH3MdEG9^^DJmMnAm8r
zkwJz+-7>4_=t01N6`&wB29ndHrl%N>y3nIXRuOb6%yy<4q$I$nkgOP}u#|*>HIWSj
z6eiH3jKIvH(DMbMo1%cRUIZ>7^xP>Zu#>{vW?JL37|945VnP-y$45l(*~MVdk>EaJ
zYY9ReGAd>y7L;nS*ljRk0w)u8`r;V}E|jgKXJ0adfny@V#?}(;i<c2=G^<q_u?1Jy
zxv<)cLx13Ap8!k1%en_s8OA5<Vf?NMzI`3M7X>~ss}8A9bGrW$4?hbay1%`Mht$?c
zS@!9H0Dz<72o`Xi*yKpY$>mxpJ4AYRUf}(s_!DUwkZ&Oc$1jEe$PP}}#8HbWblFgv
ztZ}HZF*~RSvTN}C3$Gg>P=*{G%(Tx$3#Pu1UC&&^*N5jx?=}JmyC?b+BM4};XUb&y
zGnrMPv;ZH20d>0XW??KjIC%E2PWQe7p1{z^mJ=}zpgr&h%=u0l{j^F}cT8(+9)TOU
z4MKkn^aJc+Q0Z=OZ)i>=&LDpI5`G$U7oIdSq3}I4h>dc{3?_?GMu`$qRfby;s~Mr5
z(HfFxCKAeo{BQ|OQn6Jg5kLQeX_km6n=hCWCMv5aWH;(aaJzMygvXxr+o%%?*i8Ye
z2~K|8<t)S_X=u_I7CrWKz!L^wMUNLeeCV>VFtQcd1dE1I%JKO0_~FyXr#Ek=m^Ric
z(cwWV7@!IV;~a)|h3J4W#%(ZZC32lqNKBYCDl|zhd%8-UR+1_72e3>RG0-~H3WH1(
zcGJ?O;e9pird^(vQk$0NXtG14fH=WD2xda7jyfR)jzkn%gt&;)EIoYT)Z<u-N4!yb
zd$40M!_bR*_<V2gtLH!hkN2K&U%-_tKib21kC`9si^U=pkn-afYVjTjGRDR8qdjsO
zM!8gWEQD~GtOR<n`~>0zTsUB5D80yf{34w*gMkhsq9T)?Jo{23rmpnp<yX&my@B-=
zlSzhrcwF4|aLePjn}~8?OvTg(;0wfuFn!t0$bf=BlS>+ov6-4zJ>ni}a6TD(*ezGR
z-X%BanN%&7$oK-qP$+CRrJc^8(Evpx!Wd>UG|N@L)AP-{58Lr#+#27muWzR7S~6dZ
z#mR+LGueOo<3Ig8ef@Mtm%o5Vo(cx<Hy8i*kAHf)eW>PZm2_cTZ*9l(Wq*1x-CixP
zpRS&6*B7s^Z_9;xJcf@uV8e3H9lF(k;Y1*ldx!-gh8v4vcfw^&;<tx174|Y~#eFXJ
zcEDA5v&zSUsgR5Je4OF54eeIbPv3m~>mR@Q=Rg19?|=Whhx@znXt>)f8?{QaUPVip
zjm8itF6P5|uMTJRVm_F48vSa1(k$LA`QLcARqnNm<4$2vPYZT0=o78{yj$2#DzkR_
zVpO;sgN!KN&a3x}BE*SRJAS?He)n$u;j;1ledpb_{OecUhk4=Yc7;<(di>m~-uvVC
zyTAJ|d%dXx`<gZ(wbuH@L@DNLWkZF8uab{-s}QUlZkxWG3DvUUal72eMOVGbpq{(l
zp(ED$=+p#`{p0O+-fzNC?R9GXZgt#mjC<8|)HNT~c32R4ttFFI4NPM2W`h^3w&>Tk
z<JPQStK=fBVq(%N6F}(IbNI?gQ+BFZ=Fe%j)2&r1nfPwK{`lzwQWF&?3|#>i@{uzK
zzRQP-;lOPk4aTvrQ*xAw25@&*^CUNmEPsO@TP_h~(OJnRapO0Oz*p^waFpdB{Y3Gw
z4|F!GQlv-h&Ex=>qssYWqtalO!>Zk^bLUN3Gh8ocr{h7LuxJIESBCp~sI9|6lguRU
z{q1T=xg@=iSzPv^cs7|OEg21kgCzI8aA@PnFl$F68%;tSoDobQtmnK=8`lhRC$G&?
zN+qZoVbo{Jq7)LhAx{uW1Dhz;5QG^CB*J3FdVRLPZ<5Qb%5!L1F^`9^yw74}X0uUr
zXrp_Zo;bEwOfP!jy&Ybul#u>8P%Hs-PlKd`sy<G5Dex;)FD&8|{vuf6l_HRd<cKK+
zn-*dhf0=I$UV^PAG)t<8I8)dY5$2+W3K>eMH4O6lJ1Lh`iB65@^g>G6buuAvpa@$}
zVGk&`u<m4+q!y^8nFtCH{4QoZnMtWUdG-ZT3{M}~?fh7TltfiA^_+-x7?1J2Q08J#
zN$t=&gfUDj%w6(Rk68yS0vROYa5CpWbT`U@VV(#fPdM#L0m9FS2w^_va^t-6TC}*6
z(!v_cj^vvPhtY7*BKY|-WP0@mhZ0=8!)YJ}sRI{}N`vcOX#E4bL7}#o?mrc^jLbrK
zxA@bgrJPZ1Jr|TQzs+jZ8Hhs)`!&7Btl+^&>9e*m4#`kX_MLh@@%;4Vmxo{clI~^)
zCLh@;Rw&S6$XPy60|r&nV-A^BHpQ7ia)i+#VpeM<hc>-B7WA)Ht8%GCD1nk7o*md{
z%Bcw>P@;tW%zTdb%oO18wQBi}4v<smjlxey!0%&3XZ&U-CCqg?wMBlWIyqo@DpU!a
zO2vDuhGA_fvF%loiE@Im%UsPy0!~BJ>tL2P!|YWf$k>a?SUT*_hW%_ap&CY9PWmXD
zKs+>fpk6}cXyy`7)aV;}dh;67*Xwt0AD$k`EOXr=%JEE@lYvynyd;>^TEJY8OGF~U
zzX#Y~$ry9wG-<s~GY}92Qa2YfPz$S(kOmh(%;)BYSKzHl$xGtqGK0LsG{x4KkRZP`
zT+fVN!p(*DoZoqF3cMD(50RNtSR21yXTVH87hOs8YAu}?^p8qU_5~l>=@IRjl9yCo
z%2-F@oL5T)^sDAfq~=COcBDKa*eIo(RA}bXoTF}`YpE#aK71)VJ)|8K1(<sr6`e$~
zQ^oPIMsfx)pR_C{N$#9P$45xtTyM;}WJd5z2AyPTEU^H$T7ZJ>NPpaAv3B%X4b-p0
zy<whb7fG2WS1k5>vi5Lou9lOF`QmD}VB47W`m6DHJ{(G5fH7N`!6=prnKW^?Q{aBP
ze4k!DTr&RlCf`uZ-5+QDv4qDD@t*1H&;R`ApQo?CfEnhe`xLN;UryJ5{)c~ex!N_#
z^=7^_tX9{9(ZzJN7|idt4{xrY?l#wN@1Kg9N<2&@bdDQd;^8n0-BvoLEyW~nQx=3T
z4$idO<~69fRV3raNt%m=K+_PVEXAY!Y9)&?2__ZI%U&m-`wySqfBNR#pZ@%hpFVy4
z_VxV;M}D)m-K_@0ej#6^^qC#p^=fjv8M7%{jyj`u1I25J5SEVho2A*1GQkqeRf-+A
zlSa23?^VD}FsC)>8`=)b7o+0+s(rU?-Y+X3Z(8ei^maS`-4AcxUo?MpKX_Ue@!r4N
z)jm9KKYV<HW!)%y_K)8!|Mtz`?WXp$?e50ab|C^T3Tk~h<!_df!*&^-b|n+))iT3c
zCh4=lxxU+s2K7|02L7S|x&fXUKn(D(lU8w5FR<^Jje3ho`(ia(j+@04ma4>f*a56@
zy%-7Mf>!xr*1ueifl+j;xn?Cb?w5wmOuv$uGPX7HWD2^KR3U+2m>>c<YPYySrVji5
z{%$fE6$=F{SglGej+HbRCUeSCChYU$qbCnFZkEQa0{4}57K#jGKqZpVezUw=3`PR3
zw%IA=7DN1K>3XR!=+@0ffM&Ttvk65X-0N<&q!_3VMWWHn#$zqIi&CjN9(&@S`OMYs
zk~z6t%Cp^L%h~Vta70t-$W9T|M1MHU7YemXH6DuDOg4aHfX6_GrDLIP1B7gdYk=bh
zrwTS>EL%uh42phSxE3SvdBz?dEfzM?01zC_IxqmZz6k@eYBUfB!!ys#HQhSY<*3*a
zD!>lF1u`>7L1Vxd<R?x=3}26*-$;UtQoInF8nL*~c62k5c8dY6fSn_MSq&*miv@_2
z<w&&m6_h0M`_dE65iwUdYZpine6AVDutASE$HubK;b7&5xD>!}3?&sfl}3em%%UT4
zsltKJrVoY#@KvDq1Q`ANYFJHpUDPMX6fB}d@m%nh)1kvuMyw2FMgWLFcfaV5(5X`)
zKQfMvLm96-z852WFcF(mn6Bspv?6i>@`*&}@T4Q5P%(+*g51ZTr4&JVl?oL+Mm_Th
zye39LBr;w)1_P^r&6iqra;$w}pBvW@1wfPqKolp}iD1H!%}UX!);qOEztt%}Vo``3
zCj%%UY&_3S*sKw1AhXKxD%t-E{<%ghI(zvX@yexDF$Oa#Q0d5QK*SO*LBObCn&Np0
z(w0K(GpW(LEDG7)FMsjkm%or6zBI~C@$efdtkfvsZs8>Z&y^2a0)}(1R^itx?dV!(
z2c!$ZWI=qIPNrNHxQS>`@)}q;f<cooHn1{7j&o>rE}an!SDHZGxy1fi5aUN#h(|fu
zk(JnX;cA1$0sewV3)76T3OV%T1=x8b0YgHsypp65J!bM7$gL1g1TqyxMKLdp;TAMB
zgjv#~|59hkqL!8c)WvQQUSbS}r*!{W%5NpFy`0aO6``%ZdV1ocR&Q|ekQ8A2c4!GE
zSXB}>bP#||#5UO;@+V_FlQloVq}S#!kZiTk=g1nDH5n={dwDJ-u43xj@cvOEK#-Q}
z5J#VYAvN0|kPvo;KF7%9;iXo~g}kkvXNYO?j1td)!^}><kxxM#L8=lT9M~=V{xN)g
zb@KeLM9-cXfQK9(^B~XAc%?GwF|Db`CojHKiC(BqzSNz)l%Kr7iqCa&cC-&FO)WVA
zwI&fAXxTHK(F&@hj0xi<WH34fSe}aMKRr8<93LY>OT?mRkTe!7Znw{3!OunvnIiiv
ziWp_+b|NJ9gwF%ho^`gHbHr+7@<-g}9^Ym(;qWArl8b~d=hK_@cGjH~g7G42$7nnk
z2qYcOh}j%L_@bV`q^1a<4)Hn?`R?gvJs4iimRHmHq|wWV(`+h}USBDZ_`~1-;pge=
zr#rg*1w8UWy*X`<|M<H<UoN-RY_4A}4J(yJyLT~J&bs6EXmz`~x>{Ymx_whf7FZ=<
zqCm?cEd_s^8?=ziP8&!j6o57bey~B)v&Vsd5@#337TBnCIE+8LnM;%PE+uh%1)(}a
zGZ^%GA3l8jH-G!v-~Ik?K7D+1v7KC9aEmgW%?9A`XR`&ON~bB%y<T0enHFY)*09ys
zLQ(HF`;9Vu_)Zz4QDHl6fuXpVwRY3mpbGel%wvAu$u2s0^2>K?obaWGW%bitXV!>d
zYyaJkUw^#resj|X_66(y{blXD_m{V~7XXE%d;h~fe!KkfRqvad!PU65?&s^dFu23z
zq_G&*2sZXAY*AyyxOdg7bqeue9nwXO<>S0pnD$G#sAoB9-&}5StPvHQcFOfkd^sMk
zr=xV(eY>9QroDN;HtR$5Ds9J|WxoY&V>N0od$mumZr7v!)p87ZV?Alk`^AfCdkva4
zAA?G<o^=Yz=yF24Y(AHa54vp@d5bw&$|;pR$%vm_9<VRJ$4}8)GUU%CBRb5zI&Frc
z?PR3E=LDb?1;~m{`)!7|Rwct%ZWPklh_{-GuE#^7UbRvl>lb#mUZW0O9}d`TG(^?H
z!!?1qnip#9t~Q(9YF#bl>&0TP*`@!8j3jrcnN)H<nZ_fDTBWvGEt#L&?IyiZ9pJOM
z6g}OPN0NX9Qy+(}pP&m#9}oFb(J&)o#N)v>jPV|ZD&3Cp0QdkJ-e?52z-@A|Y|*lU
zp=%nfkeGu~dLp7no8~(`>{G3l6%YTw;*0`EfY>gxnb2ke_PqmSxP%m&MQ_G?Pqq=x
z2Fo?PH#o!)0dOND%tGA46$AaA>>*JstUG98%qom7jB~=@geUB>F(~5C$7ANPQ9`7L
z($A#FgMk&s_yjshLld+Has}d<8YBzB6I2ux+sxx5Fim=m5(N_BMbM5;1;9JzNo++}
z;_=w9No4f$JFN}_YdE?5U|)K$hu00eGC<=vEM1{#=!}IFD;VSm++VEcpq43F579cr
z$`x)J1b%i;v>$?3VtFb#6)K9*^9~Q_yTqAKv`=v3$i+|*Od2^P6L1GuxY>Vk#vzok
zUE<sMZKjmpXIE>C=StKSW<S0=J1O<)0p254y;0$nRYJ|Osj1Rd8_&-GTsYwEYbYc-
z!ye`_==iVvO@aW}L9Hq&(=1_6w@%?8&!|x&(4Fla(sT*8(~g*_kh|1spV0s=z@--K
z_io*pS$d+Qjan)7r~&bj7XUx?0_jrdea~e1dZ>}`S{b5n&4GdQ=+vN75fy{%8O{2*
z+ZHex0yJ-m7$BulI?t>y#Eh9Bt}UDrPDCdL9=nF6s($~ke`!%^u#hn@&})eflTXB}
z`4Yo`-y~GtB)lHD`h-at-teAzfNq&J;B+D`dmO1h<jaP<tT>Y%PcagPL>jQ_nuX+M
zF?)Ep8w`i^4J}t2cwb((n~G9KYl~79b_W2Y7?g5+@+`-h#)TdVhvV$<I2j1(rP74Y
zjlj##G0csF!|b#giLY4o@O9<1N+bgg#2{XFu0u+%SR!KpLt^Ev!0)nptU4xhE&zcq
zr`PhXi(N_!-d3q(``O5)+2FJ9K78>Nv{#sQ$It&-jQ9Td<m^CbC}73RyhId~f=8L?
zfa%{LKawAQsW^FV*GN?2eXe%!cjCQ0)K@7+FO?Lb>|8`Tbx$tZCtbp=3&9Fpk>bOB
z1s&fygBx};fsSyjlFoUJR+pYWAR7ikfM(RB!ia{67x#Mc3evU-@Pv#lxDp)r{H9nm
zdMBS^wvc)*r?ZcjH+12R8{KL=T?)qv!3b54IWo~&UDD-_*(`3&IlndidL{04|N70%
z-D0umc4r+{5Z!DjRg5G^N@98a(?9<6&(qgmzzp-#eG0GdUr#&ZKmFYwzkc;tL+GfM
z`sK>SXuj@E=H1C=y1Sf{L|ndm`nH%Y(u0-?aBo6ug>WjdwISOWc9F|Aeg2hkc5=BC
zrO9@CE>6{R44{*Mb@F*Sg;ZS#vw<=IV+ipnM4|K3<Kw4~Uw{AIhuv!Q&4*WLZG%C5
zh?S{X9rU}i8E5-|rsnJI>gr;)UZAR!FIUs`Y=Duf-z>}#g-YpaE>6@DZo}20vmRA0
zrsZWPdB3VNdLfAM=fyDpc3XRY)m-&5yXE+|KYab^4%S5XH*W^tKlNX4OTYSfdv&!%
z$5S5v)sK(Ex0~|&>)!30=_|+d)vG2mQ8yjZm29kCOx8#c!~&gCI_Y<|3#oal*vf=2
zr(M#E%W-2lYOty(rb5&PH4C80s1hi2>!lk4qm5#>l<8Mfy=tPC31KHI#r+%9y+(1;
zX{<-1?XYt*A6_lS^In7e=CoIa`c*3>n|RyW<!+<6BJ+5&$!8LcT6H;__j;pOkB<PH
zaIH6r3_;0Cxrj%dRzxOAtnl;-QQ5;gEi|M`HicH#s}z7yBtt=Vmp-SJNIRRdMlLt)
zjxfC^qtTn~D&XPW+s3R&sljO2pG}6V*??lr>9~*gY|v<6tzXTix4Z3fI-icHf^4!T
z26<5h?Nt=!YbHcCx$SlXh8Q_aM!}%hF`x3YY~%H&+8egN4N9ulLuX$&fN`6$MI$9a
zs0~qn2s{9emuxDA$ri3J2qxTCV5z{KgJ5!55SLgXaUik`QlrD5P@!3|GP7cKVtr{B
zf{+B(a8iMcKrsWgN{J+=gWv7&xTqCUQv?9^0da<oNy*Wk@D)f+im2okunYi&U=H9V
zLsdYFpe>q4KNyl!3DAPh&eWvSfq9_rffPJ870J;7QVa*^@$={Gj}X52)<_nHb2$_#
z!Ekjh#SA7i`VpKrQ{H#ZcfnmoNgvY@x)bY5@Dw}+4n)Dy5A)n^&cv7@!TKsV;)Qjg
zk(8X8A&vGHmU`IW*{SilyaE=MWiYsuazQ9Vjx(@{BU^{K2PR#EwB^zp@K#BWUXlo9
z$7fSZiI~xB&NRpi3z!1GnMo#zx*Wn!frcjfTiLks+?D5y3Jg&mBRGo_hepnU$R>z!
zD{MD=jSvPX(S`wq!%7Xyf{&0;dtnG+l%g{c_B$_~SSV$7>eYUHWn%nYGLRG&r2>?z
zc>kH(poEHx))9tnelAlS9vCGjZnZoKp^b3F`I%Xco9N7A)+$f-rTZ^3+}|bRphnq2
z6OrJRMEl}ONO>GcYFN*k;2t1nogCn<cQa9&3>cZBK6}_}XBtOZ#I=QCHR1KgTyz)d
zVl3^oDt2~f$A@Z}SU}5~jacXfLpaj{3vxE9)G3AoOp;V@Gg&!xa$NUNwgMJQ%xNn{
zaknP&6ph)fF{W;X3`0C4A2!;{iwnA-N8`zOG7AO*+{<7!WWvX-2YKE`YSm%}gvA&J
z7bWO)VLanQaUzbo16ch5h*2?srHv{#R&pVigL-JZQWRz(-U?mVCx?&~`DqIASO!;(
zK$8=w7l@%U3GdG&Td}oMJ;c(IT!P&M)x=3givN4E_neA`P&mfF$77Ebjs8lZSN&ig
zA@uXBA(e}dXt*{gY1i7LiGa|A$DlANAiA8f`{u^sTzo`E*GdsKBsc8(V$5v&NVSY@
zc*$tXB2Nl^LZMJ6v6v#g$8l~%eI|Rv2|8JCN8SV_q0>=9%I`wd<zXR<I%>!HM#7Y2
zs7}dZ9S<ZTE!$Nhx|Lk{YJKsry_z;V0}#%^Py@SiIGVIO{d&Eh-f+8_)>1BJysF%O
ze*flS)$Xo3JvNo|&M+5Bl%w%-Jc*q6Z~pZ2=JBUHx%?$O@?L8=Y7YMNyTAX<$4~qs
z?<jO`ww9g2ZZxA}do^BT{o2hgzJBv7fS(bcwU&(#b@bcp+%3Wr<^YQOJqThTcjBHv
zIuOhR{jgSI{y?=*j)cOfBJ4P#J|`idbd>ZSB#IC{hMji(`ug&>KmM?pPu|>LzkRyi
zVe|(&)^AOx<L!DqhAcWm-I?FtUT-&(>8ReW=jOx4#d5%(^?Z2R%{L1OI9Q~L)DppB
z9X2x4c4{{+T+V>6rmq)`X)XG+tUN7CAFeywVSYMj{N{%bpB`s#w$*QLT0cDY(Zs(0
z^l*QFm5%t-qAxz)bgrj`SDWVjs*3Mx)=Kxwk!IGPiZ~|yN*9xSt<<mP5T;70crhMs
z72?}bld*~rdZUtKtBB;a9@d!*?{_0y=&WDcrR+%9@ny^LAnQ>qYP5mR+PNJOf+)3*
zjoF}y#5ZkMN44B$)OosIkJ|ZRw>TcOrjs7tF8E;0O8o9}O7l3zc$%$Q3*O$|K0ds1
z+n`}&Gw~$MOnhJIc)Z<e1iTI^SDK|tIxetGS%+1#ndP8gP3LV|6RkxYP>jJu2uqn{
zt6Hy@s#J8wqfv@xSSoes-OeXF4IJ6EbUHKWHnFZ1OS$E2$ou)I)7s9b6d%C*`fNih
zF<y;3ogwAlOn>nR`$>AY-@bk9p<Pxh)nbk(I3ysEPKJE0Y%IuRh#F=$8=+Oe#30th
zHUy0&;tSL(bsh<PNct-|Q_fG0KO;1cxrv6yh4ci$%xyzQ5ulV9%S}otn-K;o<`DjV
zJR0F&&|1Qqxn7R)qlIe8Mut{j+{^4lfFrRz#JA75rN+-}*5U>Fmy?3n7b!??+o9ZZ
z8X`L&wFTX*N45Or<L6(YB(OIJg5hy`U?gCUMquRo;y@-5iA|lA&Dk+V<>T`c=&W!`
z4`2TBm(&K~`lfXe00JvK<}^@GFi~;i+l?l?S2RdQL5_QQEE<k2m(Z(1)u1{E?q8=8
zC}b)%@GeF&d|yb->}crmVcdcZ#ms<Pj4_EF5KIXsI-F^I;3DITShY&nsw570Y|MUy
z5fA`@R&nGNv&<kK)`-Z305G)>_33aC@MU_VT%kRavC_hFBO`hs5xcYqO0);+!dN}A
zRm;ReC!kEC6^m?YwOhcP@+qhA9FS;O!!cg^;7KVMT9kraUy2rF1jdEg$;2?sq8Xrs
zLdque==m4N&wh!gE8#NwjWljcOtMp*=nw}vZIYxlZ3-~>`)oW3ha&7yaEa-wOVxWg
z0Mbn>Cx0PfuJajn6azt8W7p}{%2F=cmLabmL3Kcc#I??bofRq}N@gc8Q)Z<q<@Llt
zrRd;%!PZb6?L9LYm??0K<M#umYNf5Cna#%B4v78u*@$vG)MwZ#2oi$N3ZW3vZwskI
zttv$Qe!IS&ix;E85-W9nf<keplwSs>uIX$xnh5{v=3W(1@v}9K??mX;XLHhTDCB2V
zDr&Hlr-Fn?>9(8(cH#pHX*C&!%b`05_2%LBHXn`#Y@UF_Pir>PD4ABlFQ-w2Tx5iy
z?4k?BOT5hzWnurVlm={iOd<3}P&|simtPS0A$GE;l!S(Y-By!SP9dKcVV)G`F669z
ztyJ{vU;U2~TA2v??(YGPpruqHITjy1XURx%1m>zvCQ^!!$OIfKHBX=IVPJ|6&W>J?
z%G8t8-FwNpk{6RH4h#{|fOEMz5)J$Pu0%AR3dj96XVmE;GYfY@V2mgf78oox8>3eR
z`ze?VITc{^JhB;AFm`f7#JyOQ?2W}7k0jqdeq4743mg}zOeGR6N1_FPFlw=3`bv3h
zL9><+1bN<OsgMqbxZ7U!#_PfCVYA&02BlD>5RNu8*+wSwzx+@C^UvDXU&0XclYI_u
zhY!NmKmGm>zy0>dbSU1fR7Z`*W-whddJU)0z-~9!ce@9w9!IS<Zi7_V2?f-yR&l4v
zT{)+IJ{C@Rq3F1hUK(PYZ0$3lAV@A^#pF}ideIh5D6f_)WFm2xnFOmFweoT~xxc^p
z`u*!~KD@bs9s23b<wg*-*sslJ(;j6y^-8Bz>9iX&x&|A?Mm4pXb#{w>uaR5NdV>av
zO`)ET4yuJ_KFK<-U(YeljGM{JSrzNodR$ud^Vier<tYFDvi*A7n8Tl+^uGD<^my67
zTa>@M@58!(vuphL-RtSN=j49*^w}T3+x+k}`FK0No!6G_%%BwQ7o+WbFdw%zDlvM0
z>iHzaMuQf#2^uZk7t>Csl&C=RZxkMG)|l;k)y(UQ2~*afncdFY;|@5A$Z9lvb+KmE
zIO$fgU0p+~=@r}MbhDHzren1d9C(V5vg<)}+9Cgl11{fhRa&*ictG`Kqthx(`h`v{
zLut{p--Nc24tZge&88EW3=Ck<L^*SLcZvo)k#INzgEh%LCTmkKR=rXtLsv4*J|3$x
z6AlmSHQs@XsTft-IOg$;wJK#8svu`EN@3{bo{=Q%c!;+4nl?ywhLuWzIhYnpSQ+#p
zO}aeT+;}j?bp~dCJRCNwv~ad6P+<${L8ne-(ssMvfyQ8hq^Gi7iw1q!1e&KikM!md
z%*B*hlg($<B2cW^1ZmXZ=rc*aLXq$zniVB4_=FLBAa7H-i`FV2uRUHC7&wR7O`>CP
zpDttLMk9&Ygx2J-!|Bw5Tq6Hy)#_DZ)@|Uq=%kZ!;_!WOkEo?|py+8}VeS%kc_ssn
z8o}ZPDvCbt(-SE7Y+eM~1CR%nh6)+e7pfHNNFE^oc%@XqIYuZASGx=PJ#bf{Zco7!
zhZR}02R#W{Kun7w;YVg35V9m3O$wrXI!+lDUfilc*XOGt;!#VKi-&-F^FsmV&wdi=
zf^Cr?NvRY}kDQxK4jhh{YG}IQ^v4(m-k<CsMKFTTO)me8i&ya}T7{f8LMrn(xtOv@
z5P)=JTZ$M%=oK^sHZ9!FoYY+Je0{q4+(u!}Ve2G3O@*8drsj;NEC+Xhog2fv*PsWe
zWdnfuxj%?u2KzT7784yp4c&q`x-rb-!UDrCJ3M0l$UYbS5O=*saww=?Rs-O#e~AsE
zW;n6yn>0*cqP-V5$Cw+LvUHLYll)XII>3|#Fdt!!5tQ$!$69uF%9}v1Rc|$0>oqlH
z>q;?i(t_0zvOlPBZk<YqGiVeZlg`6_Q-R}4h8K(MWZH)%-T?y&pgM|55JtUT3D4nQ
zYK&Y)tbkNX$+#dfCP8JVh5$?!4%LL)?$pRxp;CLqz=;}`_PYbL6Jq_+(()tHOHM-k
zUn3&tStjZ&CqlW9w-OI#gPsaRKqM)LZFhM=ry9fw1bwf|;l#TH#9pVv(Z~9jomwFo
zGizj2O&z~Dke{3~)03a&nrE4awG6XjCcxNhp?w=8UxIj(l98JhZz=Rzekn+3f=Fd0
zK{+)Kll474P<E51l#L>?kwoyCv^e6<5B3a_6B-*|e)$E%KMnWfE2BZbStE}}g3PpP
z$r*7KxG4KyeZgG`Di%3M>B+J9ScHKe$g2481-%bsZ;=S4M=w;6S3!pDz4)x!;k}oj
zoAK!y*$JCyg;?_9#k2jFUyw*qip57S4>TGBRDOsP=|rZQE8F#u=<o+ZInxvCuqwE6
z3_g>I*A}rZ<S?K{dd(Q)1b-tAK7ii*8;#@`M_DG3d$@ixEY`N&ekB|!hQj4=G{bv{
z$q*qcZPrJvhPcxLPq1D9ZISt#?|;7=FL}pZ_88b2WqOA_{%V5ilidID@BjVJ)7MXS
za`{Vm;5M^+IotjEyTAGE5C6K9F10JAUbQl5_Tj7&dlW#ytBafU-TTK+tx}mlQ!XAu
zF%EDWZqXyK6A4NL+)2MTWV3TGNlGghi^0Z(99YBX<D)CqPxp{u_wslXfiP#U;PI}M
zhyBiaHM_dnJltMfuVx?L-oFzdrGw45x18aXXjA$)pN;dGXtR_~_#Ew0W(nVZ(#Nhp
zqjtJgMfDog^N2<3QD-)2EGO+*w?vcmyq8}MD_4uw?Yi^&YJ9V5-7c#StI~Fq2Qv1<
zw{PFyO|GZqH`^wb``dZt+Yhfc>$yd*QHY-X{=@9so7Oisy;sZn)wnWm6-arH8^9S{
zr8M64bhn%tR?}=1BVGsav7p@m$_$S^4U*-Ie>>^SyR~Tx`~_21e$+1WK75U4)X39?
zw43$mOWI*>YuB;5H<-Sv`Fbh+&HIOktHq#R7_}>4DlWJ4-DX-XWE!Q~q~9NP8@*2X
z?s~Ze2S#CJIx=eH%IWZCyBZF<6bvQcIJoVcxn?Sr5mLgDXf&CK#CgkN=z@I;>Y-h2
zl(TtWNWM!h5%0ADsMR{nYPV5pR*KnJj5TFCk;tXvEs87|x5^AbC9lWZtd-08G}${A
znA2fzKI&19e!1B+YV}UL4K!oe>*cbgerGtJ%qPQst6sR+PA8)wpzrl;MxkUT9-*ZO
zw=KDRZojeC$LZ15(ky%q1D2pY!xEz-%vQh40|AU~5fmOQI)HpX*8yv(7hya@GDSEw
zvnmP%K>AaCNSia8K5n!r8{$l14#8k7R1|@-7vSNnYzXIC@h3}xqC4$OENFLV9r&IC
zZp_O%I>+fdrq~)+m0Wa4r#38vlNZnVU>4$w@NSQG#0Q_w2TM$k&570BWp^I$ANt&0
zfZ_BC0j2=#fR0325!ecD_IWUT>wF{(kyse3WO6V3)N=$GraKvAa@0Bg8e3N^G?@O`
zMq$9FBim}!F<1uO4zQot;OT#4v@_$aIy<rHRoK-~Fd%)g_at|~`Gr}C5s^WVzDrP4
zJOv)7*9P)S#nK91J&3A=-^bF5QBZ!crxl+P&GT77iK>B@B9U>{^Agb{NPv#fixG}v
z7oHQv)C{5mp9<$Q@KwCxY9arK8tJEC+G^xjWJ&}a3SgfPh+Y&AabL!tJPe|&ls|#?
z;@R=6Au|Xn2Mm8yJ2i+fk+3aQE7@$KhAEGaSUa*`gXIpnLVL<2c9!I|R?CeNkp~Bt
zM<|*(mxzVFjCRLn)KU^aR*u$AhH%K7*!dXOAx$wdfiTMkyjJQDB*zTd3>kh4vYrxn
zeaLA}ggnWxAGuz53TBx3&mq<t6|`@kGe<!NAuh^p*KY$CMmSMG%JYsFb2%}RMQN@N
z5&EX62nEc_a7fTHXth)c^4Sf13o3Z3NnGW2q*MaI-~alDkKcTJ`~KZ#yJZpJbGZFx
zo8e3*-rr|Yh~60WIMh<1Ea~72#8tw!JPaAMt4z$F&t<qbv8uEvb&TK0Vt$L&Mw}Lb
z)Xa--v0&uG$L_LMaf3!eBtgoll+SMRyDcs-4rX&Pn!u~3I6k22U4D3k2OgP=8v&a}
zNgA5hfl(7ApiT{=i%Iw;9z|B7tRO+(GX$O<9&(ZMn<aYjrQ~y}QMCW!;HxhvJ$Hg&
z!`4NQHaeL2z(z-cM6Ba7p!D=qWY!bH5TBkr)105M@8+ej+nhmiHXdIpo{0ydeya^e
zH`Y6XC!~)NZ=FJ1Ld*LVLUGt7ln7H5N)Z)L6SxYuQHNiC!CXh018CuPvYJ*~i$=E|
zOOzvtdNh%ByP{l^dQAw<q*aJLCVgbSV%)WVeEN3L8LxVib+5l_x2mytJ{T=U;@x85
zfB)b9*Po}azl0&?C;J?#<?3R(`qei-{_Su6buJd?eql;8a(jrE3O7EEujOcYyM6fh
z`eVP|$i>qpmEe?sA<UaCwL@Vl_6!Dkg^=R835C{FPR5IgL^>3NSpcsIp)Bt6Cj87`
zp<FzP`Kypj)=K61bh2JdUq3y(y1V-L?*7fI-D=*yy?{qNSWX7(`RHo5zPY-Zjychp
zHGHjNrd>*3U2JyS&2~8l^2r`f;4m}_7mMC<jO_|iR_<!qS`I5WtI_qMv+QNp!~FH4
z{^qLp;jTTZhi0SZZ@+){?t1v`tJ&MjHbk#Cmz_`V@2)P^?3j+8{o>PY_lL*9n{EBw
zMHk;bjY7pttW``#oJO4U7%Hmi$e^68QZSSXjT@!apbLkVmhf6Wl8w2@Co<m5I#rsF
zCY|Et3>sNtJ#I}pIkuv!VS{n;cDr1RhcNK3chgC~&QlohpT-RYz4dG;h(**t=CW0R
zW>#rdi>-S0^}}k5=m%k=UM8<}x1F`?#TlJLqrTN_W80XFhH}Xmd3=sw*jR~J8pJqh
ztV|?~-8kS2CBlh(GSz12#SLF;tya5yp+b52!_B5u%AsoJ5}9_RMg0#rNBmtBssmYV
z*J@NeK_$b4Pq8Cjui2mtEq~Y_61QB;C*wgUPaR|;-R+K-^CfWmUc26b3Rf<da)o><
zo%~!8j>U_d8tnZ-HjxPXap^-}Fi|YR5lQ`x&Bnosd7iZ(n>Z`P18Cm#4?3LGz_D?F
ziom4A_y;|e<(dE?SD&+OVP+u7&gKy`5KB6ui=06&2&<OQrYy7GXU7?@hRooCrSAsX
zXkbp`goIzAIzQ+8Dx^$tDl{LmmgFC?&$DoZFNBAmVi#H<`QrSE+luuf0~=5yp!!BM
zA02KZ_^#yYXxWydnUL$pV1sUeT7~hRu@I%spwLK;K;ct|caEV5XaKc4fG<E>aNNsI
z1bKn^0pM8D?^B9S;8fs~vFVi9<MA^yph9A&;9GXEhsse-CfITLa4)m64EVw>8{T`E
zVC*hgN~S_S==4~LIMAI&HD!f}PBiV|eFEXdqLWP}et6aKF@`I!t1MDMq%z>K@#Gr`
z4zW`aa|r851H3Y!o{tcLFtg!4(n&->R<ZFwIRpF!bB1Aw`2h_C$2-I=p!zYlh0P;_
znND(w0iKc<x}Cf>y-f?NO3Jh2@xY+KC+|?7!{Y+%K=~l{9x4M4zWjoCCVCF7J-kYB
z2d}Iw34v1$zD#UXD|o&Pdn|T?K3~WSsD$%b&0ZA+i4~PbD#OTx;EB^4N+(z<A_)xb
zKC_M$C!!@@H6vzzla|N8cnRd6`$WDMo`1Mr%wUEyu|aYQ;9V!DGC<m(R-;y&_L|6C
z7KO^KHB{rNG&PaX>Kqn!ff)1nBD7)=-%Bv{iBIDmTgYQ8ry?nzP5kmJI+y_HJwCm9
z^ZxDK!{heiDw)i2%~}*18%R2Z7T=dcONhzE#SF%c+YJH8CKsq>vi;|bTU0#IqRaKb
zb0lABr2|na^P!Kz-9oNpcL@NE?_zU8Pi1WvaiiZWy)I`c5a6;2I$YQcWXGqUe@#Tl
zYw+;7un}pc2QPDp5T)gNU;d(8ElT0n?d>sf;q~Hf2!so=EmuC*JXjTM^K2D$3J}D?
zNXBr5xl18>AwGC6JKobvPav#vdt+qoI)f5+s>9JI5{W2%5Fax68PAUiV5$_VNGxGA
zm{Rd{Hk$I7tVBNDCQ7pOT)slsL?vgR?lGFUF=04_X~vI?K@{OyawO8p6f95u$k#4g
zJzv-iN2_*cR;!moky0pL4#l!wH>KxZojPJQ<GT05c?%_yfmo~5`0>+kcEiQ>Wd5{X
z4NK)rAd(A4i{W^$T>cOL=l}Kd^!1aST>cUs_-ekI4#wYp{p}zA_U}rG7-Y_I8v$pu
z8cboNEJrIipm*E5kFVZNd*u3r^OIl~@8`7NawCj?l{>PS(Db4A7`5OBOC-*`E@2Ey
zMBCL0J4Yg8<#d7=QOxU)`-047wPKNV6~3Sk@88^AuZaor=V;JDJ(&)=oqFR2^4Dx~
ze*<!L#R{^VOVTk^&82$v%KO)^7*VKl9{2FxmpawVxLqVUxE^=s{ra?9T#sw(VdH)?
zjJdSiapBF)2<+;sEk69rbXfo4yEhM;_J^DP!=mu*Lm!vdhc~;$e8{_pPJZ<3*OPY_
zt;cQWVGZaNlxyY^)I}+k4mv1ajQVWph^v+kcCvwPA-e20?zch(CF?@y_gMPd_^|@s
zW-iWR@p{wmLcr*k`t{7XQ{GOyYx<I=?ThWa)2hx#-OZ@J>{YLq{YkI#^_$ySzjM7^
ztY>3hfquKWT#UMuDb|D*$ZjJ`|0C?yNxM1$Jlh2c(b!yEELO{KC>D=IXryLa6$yBW
z`<ZkqhB0g;PJ^kOOk(h$ek7kRw5#=Lhw`T8d^D?-8>wW5_Mhnxen+`Ng?Ba|3Hnpf
z5aK7SRj?B4*`%0Gr->^j!u?ih)Z<ZCXo{>>8<i4oe3fypEBxJTK0)AdHo4j^A-k?-
z^Fk&+8;={+YQNRvyA%o~oc=^6lhI(SR?P4}uqNnb7P5m{OwEi&peCp_EMzlIAYg76
z0+&LJ3L!^p6)J-bS^)mBaFj+Q3KRX1FwJ@cwSy|Q5*B0@Qn%3Ey)KvA<x-t189D$_
zf|4L4WjFH5_`szSw{%*qc9Yp*#`|Tpn@x5T(LXg)2YW^aFwSmVE_{9N$K`+`6-vQZ
zZ{=*1`klDNR8in#Y^K<lSj<kF!|U{NG^o$zG{#tsW+pL|972MOb4Yo5rI7UJd%?RP
zP2kWO2p$?0XS7b@z{j)$aLJ&g+EPb%Hd`}<zOc&!stcWmX#sSqUUd%DpW%~*4#yum
zwWQaZ63WLds9SNrmo-p`nhB&BU>yM;ld4^Bz{L&CiK4({kV;}5Lk?ZcJSk>E71|)S
zd?8Sv#S%s&pVT4SuAs}uwhA}~t0kOiY>`Y_MlV`;*f1KX7DAh1*5Q{O`!}pA4EE3=
zEOIuUGLu4LRh{|Gx+HZ~L?BHnWI!j?McCcVIxI<of}|BNS@dACKxDA-oAsE%pe2CR
za8bx86H*2s4v>R{CTlu(^eVqmox(*%U!)!nJk^JCEq*YZW+V$x)u=^MQpBue_sW$J
za@dH(QsT*gDnEQ-R-A#-V7_J2_}p)(W$(;9&lCzF1REY3YQXg|myOXYMk|fY!o14#
z$Wqv$H!;CVk6%>qLzZ*nPTg&>c#&q|wvpP?>*}d!EfLm<k5N{=LeZ58asp|Bq}x%5
z!BQXvX-;{q#h8x{A-aKXA8sGtJZ&$pmz&E#fI9{X5~WUqMI%#E{o|w`)65Npkjt>B
z&%wwGrQ}-BXL7hJyo@%DP|b<KgBuWb=uC!`Tr)u8@*@6;l`c&is@ai_rby9}S{3ZI
zsU-A2z`W#$bqWndnq(?zd3gTCSAYGBU$9IEBP@_lT#hpdiIt;jrF6XaoGmaDBMB5R
z!aC@<@LFXjveSJ`U#ACqrw1>kCoD$c4~u0-hp=sdgOO5EQuir4rKN~_5PnS{6~jN_
zvV?mtmz|x^NhCcI9egQlBvop^FG!p>9ZM#GotP1~dG#!QyPd=q&MsbmCQMSmE^LHC
zi;7%vj0AVgFS6h2io5**i;YVcG;6mC!g0QAHT$`2-s`K7c?<+gVS#TSu~<^%DfneK
z8)8mR$l)0^x<7pV&8*S68c(mO+pQ3T%of9`Mk>=Smj2^^_>VtNUw;Wh%un_?eE0F=
ztk?hW`2HV${4H*ubT~O_59Xcz&0=-KEYKb8<~x+$Z=RlptrlSOi|sZ=PR8xT<B<-z
z6BsFdZcGt4EBN){=C{JTkjI@52EeXDTa7@34myz}@PNhra1X*9=)6UYM}ysNeSd#F
z=+!Q_vzv?cY9UNstNCIvneK!@-H_Iy#dOGjC}a|p>~v_m=>Y!fQ`XaM)^_tTz<DN~
zPC4DLv4U*%>-l-VO7-@zmR=8Pv^2iE89!YOZ`ZBMd1WyuFK7J^@9y8-O`bND*Bfev
z>Nm6UoBP$(<%Y%Gxp@D_cMH0QUT?dLHVFM#ubN8v?SpD^(#m7#N<}@{xSwL9&7jh+
z!Nn@ANGvpH`mPL{#YwLUTQwgG<zl|YppuF?o5kR)m7KPV7qi~odhl=ot}KOax198E
zH#0b{^ClktELhe#;m$&_SuR2hTQNosI@3WL)c>p7OE!bFD+0i0(RsD#Zzzsz)JB65
zC31ygfru3oi`T}+%^e8`!+v)$olFvY*XoT54foCof)B8^(rE&%ixHWI*0|e6fn+T*
zA4C0W^6y6delee=yt~(J6*9RZ;Uuz)%w4H83CA@*i1~2RYjt=irBbWaDQ8R7Vs+T*
zE~m3xE=NZs!H90XfTp)yZs^)32w5xUXQO$!SWc&sqmh7NMV;fH)5*BgY$OX13B|C?
z7&sjSD<G4*o-~_Yr9^~;S4LDT9mRj^LJ&aS!MUVYkhRy+-~&B_?HfxdTr?aj95nO`
zhdc})92)0txD%u!wR-G@2DOHF`>;>wixU<#aJLla;9HHL7-$;OV0Bipb_Be@q(tSP
zOmu>10Qa7fBiQnQ#R&NG@)8?ie#5~??$T+dy;)2*B56yoV~J1@RY7`u!k_GqJ_EJR
z;ev9AA3b|cG?*SPYHJXk2oh4KLMsy8#B}OuCA31@U{3M?SOVJhM!;nx5Havm|Hu5s
z0cOK?g*)t=EI(@_I)=m?#6m?2BbM0$WDoi`zfENHBFqwc6crT%BwJMECd34)i@-er
za%cA7C6bAb88R6W8IzzW2(LJJE~DvOB!Ljiij%?@EJIGSmY^k5AM*eLl;0q%k!Wue
z2mnlpHWP+?8_J<t?GeykO3d~)CF+)dW2M)I5HxIjmWE^i`Q1my;QvCvuqu`0E(MrB
zUrnzf5s3?nR-k}cn+`&ZcQR~PND!RM7>c6ohOyHNjv%?{#WR*%pst{ylMhgxQzoU9
z>>nJz+{0fdJ2`gfiFOLY7Z1`bJLSsYoAUS}Z`gtI9s^@PH%KXrCb)O1m7I}=W5NNK
zL90=LE?Tdvf}s-<sT(EM2)|u<y60pVAl7ZR(3%Pq3pRq!WX{kiVK-J{ejyQQqjt~+
z4ixqvb}zy9Z?k0iQOKnzZ!wR#kPKmooX+OgH@EZUX0h2(To0a?X;vqdNe&LNEHd0W
zG<q@)lqD&S_h?)qI6!?5Qw{Jm{B``$*%9MZbXhIr98us+@{_n1e5v3?w5Z4fGKSem
zk+WGw7sAj5dV)s__J@Eu6lLsZKo@C*JUu!#=}@8ee)-@3clg|J4g!-vdKI?k;uFa}
z1K2YG7IAze-lHw(P{Wk={FhRI{3urv5k7o6xxucYE~3R@k7T|D*9P_tS&Sl3h4hTc
z4F(Hk3fz?_Wnzs|ESH}0p&=ikR6sRjq|e~d3WP&eJB~Xy^{0%T=&l41tR}`VoNUlz
zj4FV%f-?|T7$Y=P3c9mHyw5>t(<!#&?&YXIC{_A}LNydEc!OB(^L}rX8#lc^X|-k?
zHsr5-Bo=nKXPw?Ruiviv<E!c7VRJEQbQ-CA$`dSvqSJQk|M^e<nd$2%dvyQ&z<=_u
zK&xCH)~a7WzW=A+{e9f+O9i6+N^?0FFMGq=<(hw(^(Qy$t51(l6FBQt@ajz;n;jjL
zLJd%WLd;K;FB^oRZNQ5gvKn$hUmTML*MB&W4!TkSXVPaUI)t5)fPWk(SU6b9rLkJw
z++5z?TrOv0W{iicHR(PuRv5O|i`m6uvYZU>t~OHvS~#AdlQrrnLa<&z7qD}Ke}F~5
zS;_V5g>kDy(vYI<QLBU$)vslClh(9Tx><G~w!MofhO6pwR9}oc021E6dwl<}_~B{%
z-F@%-$I<Iu8_(5xvxrB7D*4IR_rrBRbv-H5@VFXOG0$hiwm}tCY>bW}z+%Hj8K6Wu
z;sKUb&BSWC;DD@Uvovb56HJto!BI1Nw;t_g-Bi%lttO`33d2e>7tBYjHw#9!^y{1D
z>zmd6#eCMSg9d|UHXn4SoffOttL2CRl!V}*QNqb4=v~d?xZkN13QSznE<F4??c0<w
zEiv3r#^e~%$*@8y#!v--5g0`T=9k;uX|}8ebCxC<hlfZbIEZek5VadI*0<{QZj+Bj
zyWU{2(r*^YM8Jb(hghmo4w-9I=?tenI|d(>{N12k-^^zqmKxR4px>P0xgSrO<@&fk
zxxKs^cA7i7AxFJYuW`MZ@TD$Rt9G@<w<rid;!P~%Z#F7yBy;gNl36aBf*zJl#8Qz6
zm2UDg%CfCcznF9AtxFJwayqg}VYCnV1bY~pFTdTXlAlB4)}AYve9$6r9x@Th#Z(_k
z5BK&A%osX7YeD*XKya&MGT5blH-;S@rmAE(f*~JO5SISg$uaH};eb$`lYjI$Sm3Au
zU}6Rn?zs6Zhl_a$n+ls3YL{8KF|jz!7-@v2-&{7$Vl+;s4Nc6(@=d{XL<oyjrbz?Q
zRU>Rjfq%**&>lSawP+?1QImI0l+Px()S&chsIXL>k+_s`ZnAu2BdJrUTqbPmg5};t
zo1I$0x`*SHXaIXsJDQ9}2|rda*q@!c1!)c$OM{z>I~r0F46Eorg8AIzA=(-B`Jl+M
zfM)Z^V$lZ~L!)J51rUR37zVi@Y+S)G4>sHc=#sC-kq*Ft{3fn`<{Pie=7xKw2S;Wi
zdB+;jPF1D&gtAETeFB>cG_GLvr=C*q849u(qwKkq0v)~ljJTi2M3xOhnvAKJ;aM=-
zs}-LK|0=R|Y}QcENbr$QBo`U6oAG)@0bCF=1@gJS$3l(TvILt!9euKzgTMYOgdIGM
zxbHZ`5mBRl4?C&7FTdoNmK+^1oZy^iV1`R(raw_&=F|VkRHkKHhcJkqhMI&Z$3YJV
z%xBi388U$J?<4ek@?FdZE=Qr7p6Nz(9J1m1K1XyF`kLL&45XaTrq*=83mcZ9u@DWV
z0)DU_tS^P+5v5#4dXXTxi7>=^^vV>5Exn2m@#WPu)7NA+?+%8QQUOe&&=jE7l1<<m
z!yL#Ee){~mN_5Bz%fF8?1M0L|BCe+=0TaTPRw+Gm+g*re5c}E5a@}JTWa)`{k2-b6
z^=vfy+3qe8wvBFQEEpl&)Gfdi^#~S6gAPTm80Qt$D9=t$kM~vQ@{_#-wOlQ<Kq%GO
zTmgdX$@4E1qC*l8r~5C?j>zqT@ZCSz-^1C(NX8zV^*2S3v}|kT0!5!8?PUKst*A5&
zaZw2dFhMw#3-~yZFcOmm=APv2^a#ip727h#HmOLbJOh6U=~P%ue=ZBA1_D<hQ5g!7
zDB$LPi7Yhv8tyLyRIKV8KrWJ(L#=TUc+uh5)Lk#e%TA}8FLzSeoZDLpMr+YT-tS8}
zZ3&yXfbYU?i`Z<9LOJaAtcQbNy?wVEua~{i#dtodkey1VyhKxzlScDD|EK@^=jrPw
zKf(Nzp8(dx)v*8m;q9OP?hl11-J=lW>x;qodb!?B7R$k8HC|jTF1~$wznLzI1xjx7
z98w%EL3)sF_*I-yyFO~yrhS%t$d&Xs3$aMT=a0Kx3}6|4@nbYU`Z9iBKI$(d{K=q;
z!>*8y&nBIV-SYl!_w=xRb+fwJOjnq-`+ewAi*Xm@_TBdK;r8a${T20(+vRLA8B9lD
zRw;4rt>)uCB>8T63hcC=2YNs0m8WeCVEqNt8Xv>jYSP%vTf0epH>s|tjqRd0?$;RK
zUcI{e`f2xe*Z6qV`1ZE@{;K!p;c~rR`n)cw_~_f$^Yt+GxNY~#(N;dZ?&Sy7(72Uo
z7JS`Ocu>pa<DqIf+wV32$m8~J7NVO;YuGNLgN<8d02E+osQg}!>bJ{IF%@8&wjTE@
zNq;pP?o^W3%Qg!~dc)zzqH#?-?Z@jKXjYPen8$86liQ0W|A|fIYSQ7Qz-QH|7l}r`
zx&f9C*&_CMy@ermx!c^_U8i8J2K|{-jKY&R<|;UoE=MTfPsXCjNHi6RA#>6D(`huC
z`AjM7op-z2)fS&T*7RB~kK=1PY(k!=oUv7}Hd~G1u#YFIm?>_SSF9r^{bsY0&u18!
zN<y%ao}qeUF<W$if0SxuBMRw6uUR2P&?psX-(E}@PI-)RFs<EAb4yd_cntcUA+gH0
zt2JU+QhZLdE4GahFX=@)H}#N<lI#Vs*sD~6f8JzB0s^(!uz~rU-b9G=*^1l8LQ>uV
zwaM?LNlC9gJ>2IgLyrQ<MZF`tGq!|Yhb>99xG#+5%we<Qpz%3ftRS5h6R}W-5j6uc
z60O-{AFdc9ReE~B3nbuBr~r?nKB;9gHgq_XnV_)2+i5jYtHM6mSa$k|sTTwqfa!?Q
z2sS<|NTxnq{;<STi3Hv;VOvKE)nMe%ceDMK6Nf|*k`O(EABD@EafQqy5D9jUL@Y)7
z2Xx-Wd3GA=?M%ehFy2TH1qp&MCaXZ`Ua-(nGF>b&bsFgOJO$dWX=t+00f10IyP_4@
zR>U4E;;==XR_J65V-fOiYGuUf;^d+~krNZw6W%1jXr$G_=pZ6s(gNzYF)8p<(2=h+
z8~Hct^K%bNE4h>jha**fd?fU1OYo!}aj3Cv#KZ+56CS%tD&avO-XY5f+euhtXQv$Z
zVJAh>jKqXhkuqdd^RO&q)Im4H;fDW>GRL49c!k1(2xGGdAxhe0tXAOX*#2F51wMJU
zdwfl#b)4|LAOJ~FBe^`VCZdIs83gNrhJ!FAKcS-s3ND|nrYHwr8K=4Y_)sYl`K=Z<
zcc9YHtbBY~qc#_G5f?)5f`q_N1m7S_WGbpb6G#pLwyU^p5xsnYIEk4J1Q|m%g-~g~
zht}pwJS4zcJuX&|XnkR}W=!VbT<ES1xQ((i%=Q#8C0w>#FmUp6FCL9^j|6Ul-iJo3
zg@VgS&xpe8fpW@x$Yr2AXMz+nyW)bgs!2)cE$4FV{iRUA%oh9n91kIvj9Ehmgp)^W
zRLKbZuu2X)1gI=m1qK5OBS_`~2aX4bYdCV*95O7*Sj6S#YC)ue^ABr+TNsGMEXq}K
z1>K}DSB?)wPC<6oQjmT0?2B{Jq3GbH=wJ`B1T~s;a?#+x+EL60E$t_V#3;!0o{Nvq
zDA_zD@Cf?;IkzY$FP{m?1-bm><qPg{#7BqRl5p3+#m@%=m<gkrR^~7%viMT`J~oVT
zw*#j=11I0!3P%nrox>0yxgg|FP><os;LsB;Eo4vpEr3?I&bf`6_gPGIM}=xD7SFld
zl~A;SCC}+hSS@LXC2ljP-L9nDQ_JQeZuje}?T7ojtNHeFJii!CTd6!gv1%+0@@v*<
z|G)p`zx+IX{gj87pZsI**XtM4$?Ka}|MnmLF&~W-;)zM8H*9q0oxx@}-HvAuyX)O#
z{pRNB>Gr8cLatE4?i;e|$ZmVd6Ipdoz={z#&t^&<V-5#4RBZV<kg6_M*6&OEFst}e
zK5r=&Y{E-&*`gj#CKe^Xx7*F{@7FgM!<)_E{o_ryQ6oY(9W?K@i&+ns)Z%ixyS}{G
zEODp9ooIHN<@J(wLGYe{7wVmIiUr?dP(yg>wkmM%H?z*9SEG8G>gvs;al7e1UXC7j
zy{i?LD!yT{-)+8nxVha9zk8bh>ecA&mN;bV@pgj*hl+H(|Lohx+0(XpvuIS4-exwm
zXlG{4<hYd`)Dz2YsaMH+z+fgqrF@zfVmYV{Yf%^%t8sb8Bk9#PgT}?EaXs(dtOk7R
zVKX=FHAanmznrD5l4kHR)kwX{uv=zLNzD-I_q5ZT^&2-AGko|r+r^{{zQVy^_VL~8
z+lw_%2N*@CoL>w&TMD~p<IB~okceF{*=$#v?HWXCxsauNAQz8xYqfYJ76SWWvj;r>
zWH@>`pD@_e3fWpN)y9t%qXE4B@y+|~Y_^#UI+gTxF@%-6oiBmdvsNx;Qh-z8)YnP{
zqO7YiK>%dNE?dWLcbKDviof1!vGOHAL6JwbSS%NTfnc_$O=;Gu)u=XLaS10E`~<GQ
z&4OIQpp-8STHOkt-tVVVaca9`p)js3rZ4iEe)tpm^DO&pk24nV!vOR9{h+{@j#9B$
zJm|w8#?!?1Z&E{;xA|;#C==L9&_hb8ICN8s&WOOptb%srv{@Y%3($KX@q8mV2R4k_
zWHjNmlb2-dVN^Q@J;BD)X|Yfjh=+<AMD#8OC!5~LoP&lSh&jX<P1w)iMxGOBgTv2s
z$0PN-oFG0<kB%&Yt;@nv((kh5(+MVC23HDvGO?6iCMYdYFZ@^y<ZxkOCOw51zzULt
zAl-K4fAK@2mEnFzgA$tfs7W#z7`oJFQUb!f4myQgFviK{9t%}RRCpt@$=O_jTPF_2
zw1kC@k{B(}axKVKsZM(81%Sr-j~F0Cbd?k~h1-CPgLO)W@TFy^iMyNbZ!<Vsjf32v
zQb<{P?Cx|V!N$|;umq?}w?at=o+((tS%E>iV9=tj5z7{3Lnv1q=ujqbh+*pzz5D_i
z1D-V8R`i84{^31i4y0j$P$82KDigUI<|P^x6D~{2=i=(L3XFPL$ZDbq2xk|5yMRS+
zCr~N0H!6r2SQLW0iO)joV+qIs&B%v*N2dU_fVjHhrx75v(4d4Doq&Ku%-`go=K%|q
zl&p^l8X(Q-kpUg>X0fYbh4dLU<OKaD9nk=2>U47eVf)<25di7QFdy&{RJGzCJUKYj
zO9a{&@(UI<lseLyNw1y9kI|iJ7O{(}ZeXyqTPjYD@$JW)R=yx2Cl)5s1fu<;1pW1;
z(wdOaW>ar<67l5TmtUc+F$qJ|Cy)!S0qxZ1u%X)Vy_{+dML&#T8qq=6Y&bsvGpi3e
zsp7)=<)%nfdU7fhablWO!wM5>v-owxiyn2`7=xL6$vScMG6UL;0Pqz~gMl9bdK5Pc
z2Ao$;YD4ujuB#wSh$M&m$D)%{0@6N@Q%EwN(1m>>K4g^IlR!;5dWnxqe6V+dA)k6F
znFQY#j4wJT#775`6IPQaHnl`0rBM3--x^~unTVqo&lG18R{TI)6%v_>6{P5x`AtP#
zxb)C%R*(&edEH2M?9Hh%M@K~n<$C6W;3SL`rc;wr!`7IK3iXwiRc>w2b^R6rU`s<;
zw^Cj<JBwPQ0XNcv_7$wfq8XPXV$_EX+N{Ts@wy7ZK&O~z<^AsV;@iiE?Qk}!@y<M%
zR9nqNt`<wx67fl^@&Em||N8Uv^^>1qe#%c^-k+m!y}f<&@BZP><#di<Q7xC7cZZW^
zZ#|l=hLfAs_GWqUc=fnjTvQ7UM0nPVVVmA>A)Ta;dn`E$wS(@IkA7_%_-MGq1c#Zy
zTA6gp?W*EJayn?X723ChUhW(#w9X{c<I#A#TfTbO-QCRjxW|3oX<mFLMA3M-7_{dD
zK<hKalk1BOt}u$IC)92C>rbz5rZeO(+~^2It;ML;t>u?v?Blf-^VqP45{18gKB%vU
zwWrJB{i?O-mF_PlYm%J(_NPzpt~R5$*Tbhx>+750>#Nc2<?{OK0(}O5>EovJdfm96
zH{M+iOG*D~MDuk8$*Y<Z5clIoB^mZq3o$CH2aN!nKx4lG0I`cv{$bl*jY_n8j~m&$
zWq*y4e%@P+JN<eVIqu!<qF;%R8d*lQM8MXqrEgbVdXXlBI`FYUv%DNM<~ZLLgUjXc
z>(_U+VsbUA)7K4s_G(3MVtqB~-K=M;QSWj&@3v~)I-s!J-Obf@vuf4LY)txXny;hv
zLK5OZJQ5H2iNZTVz6hlRS>UVHTEOioW->@uBU%J<1$NC4z3wiSPd8J_%8R5QOJzv)
ziAZ!l8n<iZUaOW%#}K`G^*SlSS~0gK&)6OmOTberSKAfw)ZKD{C!bI0b;0`gs-;@B
z2<s~YzX*m{C6`Erx&2J{5X*3gb^F71i?;4UE?=+F44xuq2N5*jL?6<oD2WVuJf9or
z1Rg8E@NmRRE*`3h-<cJ#0y>P=QNPf#CjhA=qQjS8$xn~iZ4tdkeepV6$}=(V{}3om
zMzb9`O@5Y+<HIH6r^Njg1F!A$hJ5}IbtEn)=RZms)ic0lLv-osi22JgKhx2G4VbM5
zGX?>FwtGs6Bo3n-mXcBq;US7b$4<mZ-Sip9wb#bh&zy|-V&Q;6qY1dZ0LQSg;Y>q)
z!rYGRMwJpD9FcU#a2z-Qkm~hniHsX_L=|>(AYSDlmBb>R7sDaHfOKfmnvF(BNRzH2
zfCi{og#8I-l3N5C=GKGYfPi7+{57hCgBWKu`#u<1QKmGd94G`M5MPa<l+h0L0BRFo
zM1Hu(;Z8e}`0&8SxS}9aCNgWFh#M$~lpO9sN{7=6y@5O<1Xsn;0o6!MAS%%bT}7D1
zi8+`Q3eZdp7|2KX#vK}gR3CAe0GWE(W70;g6qxWa5dAhwl9!v8S0;|I?8CILM&d9t
zn(_z%_*3EOr&XCbP)0OQ;9xinW*!N19SmoF5KPpWkSAb)v%Zfe!^YX~anY1PrxGT4
zlM3>`3ZfL#3ur9%tp<9ZVf&j51_c{W2SjKAYH@ysBRy!*7bAW`mpmf|B$rN^MuNq?
zFO{*Ei~wl0n*D-)Y+xJdcRLApSkL7=i(J@Gi8gW{FQ7$nR*D7y+A{-_(X+|L0h2CZ
zg+^s4MnZ9rCUy&6CR95diMaCp!BDf^-CkT5N+gZSM=zd(h-W;Gb46$oKh@ks=v8u(
zwvw06ok)e}=Wx29q`EZcOeU}<&JK?dk?7UM|3;VqdtuDWWn*N9A)gZU`^p4s94zRq
znEgPFQR+l#DX<ixyTny6=QHG=izQr~g%rO`QNo&RS!Lo=ETe9>tKMiBG)iI}c>V<+
zok(`{{E*F~K`EwK6UQC=I%*tg0S8wh6CI*)v1e3>j}#OPNsrlLLc#}o%P%1P+Uy*U
zpFNiz9x^D34o@u_9SW)#`IP9cgiA<-?Ih}Q`^>_{W5<7}Q+W-9KpDJMj9VzfB<MXR
zp#qX<s?eiqFoLOu!we+NW7Kg~fGb=yTZ2rt6OR?Wo@y*y4EhQ_Z`@*G220qj1;01r
zb&nbq{{D}Y*j-&+Pgm>S@NTu4)S8u83Pe~fndHszzx~&rr>~##?DErp?B9R?{dT&2
zxOnx?fA^<OtrPJE%E{EI0eZc+nJg~mo7Hf3zrDKMJ!}`(jbcrRS+R++8sS$*oTgF~
zb<3Fxx{<$FL=t=kaKyqQ;Y0qlQ~!~p{><mdhCJz@I}`HNvuUDptS_tO7IyFXZ20!|
z^{?5@zrLIdvE0wEcDr%6y`}DOI+zZJ%wq^CK-E{X*?Kal<dctYUp>5etZ?45g&cM%
z!Ra@O%_1sO3mt4Rtjq@#ZFh$)3b;#`v-)aSzFqYmFGjO|ZPf2RKHlD4&Y8zP+>L+p
z_4dt05AwtH^%ZXOll_-p-!EV9`m7yi%`9JMw`lch=~_Pea4~G=A^jUDMl7YnmkZ#@
zwe28#J*z(MhTCy{MS)`@v%_81so>6<^{P+gociVKSquBww3};{qdj=A?b54tXWGi_
z=Dpdd1xI2%s+JQ0>aaJ%?(KScxtgHzbsGgTo}?ZxHq$lrL(2&rLsz>cGbdx{s9V3j
z+!0ckjJkyk+#WAyaU~ODtBYn53x|L+pdF2SEmW*%FgifFs#n-oPTH;YSeRP*%1mFy
zMCkE)N$)_tQn|a_wj0gWYBOIfi9sPyO-9pZy_HVV&KSn*1|O{78+O}WFt~+m5+~mE
zX4NcLv+)$j309f;Y&Mmkl`;$SKbwqXlSw$Mc<vj*6xZlB8tn#6L&<oMNyvrd!rX<h
z<9E7<BKkdEuZyz~AS$db;SfZGiH11e3_cfsf$7J@;3SMjHWTfSqT>UEn=Bg_JF<>4
ziig<i#i$Rp0>uSSJ_-ryke8hoIY%R2Yzc!|BoG2Q3wZ-S3><rod#qDoA2xFpi#D&t
z3_y%Qi<1kr<n!v#pp(le`}_add#@$Q5_3E6l|%-~1I$dD>hdNlz4zXG@4fdvtFnAm
z`|&gII0pyBfj}vOAyOe;=`BR@=3G$v_TVXIVj?;knC|MTotZmx|9kyweG3ac7ljyf
z^nf=Ti-JhSfW&$(6-MFV!5|Asje0$L8Zs2&0&<j~&M^#EvN=pF92Vb1D-t7rQ3FY>
zl7|?boYHXo@OYC2rYl}AZu9YXC0RLPch}KyL{k#2G<y1}LHdUUx(jdtlh5h^4FLr-
z;d8Ua;|eP<Gkp%PNi6_N1;V@rn<X2Zkjnw6fp17ej%204DnCBphr*N)YW_4NE)8b~
z`$PuJN)0jvP9%U8(8&;>$OtHpkIm>ybc@5>!0`nq-=YJT!IcpgJsz-xph#G3av4(!
zDM$=&P-HzO;c4`k^)RyhRtG44FkcK>f_f&Gpd%G{8Q74zT>_e3cFqQh_E;brP@ZU8
zW~qu*jJXjFhZHA26l?`;M9@b;$e!(k@Z3Q*WI4!6)TT99)CPLYQ4Voy3qW|%r%D9}
z4|@SOmf!7x;!8T4(Tjp_w_X`_kYO~%In8t`wx}_eH)MC@g5GM1Mp_SZh0A7Sxk+F&
zLMxTQ0Jxre#)!ilvYRLk6qr=RMOp7U9Rw%Apdrdxl&ZLkY155*S%^p3wA%F=M(%7n
zQ>oSZgVE*oy3y>Ei$#d0!eCE<j>&*_$KEhZpoC4ZLZJJyl4k7Wm4aIfGd71sgTfty
zj;8o}F@@{NAQw2jPPTXiEA*N{v&NXol9p2fvj@>p(&YiC1<)Fmrkn;Gztbo*Q?s=7
zJAKg*u3P$dqfRS*o6^n2;^FnfWH#3@Anm`RP(XC>O0R%md;(Vlpak6e<CmX`_60XS
zN|*FxAH7U*cA^mrP`k6e9qGX<++s{+{1xh%;_QrE1Fwth@P~eRsm!2O62Ug<bq9O9
z?5P<DbFm0zNfxC#z)g&dLQgeFSmLxls9s`{0&rSr;9~gaRttM1i+Dmq$lW%T+Cv?N
z&o^qdFZzRVvDhY|55zkjsq%^E^Cdv#yBq>~!eQst=~PQ3O8)Uzzx{Y~w;fI{hSRrK
zck^~H;dB+l;dUm674N_QKmYw_?d!)s!u*II!C(LSUssdO>#L`~{WH^7EAI1gxonpz
zqZTdCv#Z%=ySR9BbN}Y<-Sx$Nzd?&yfIFxNx9wK5AhuIFPrtm^l@GfyO!5IGbO&RW
zaNB@I=K_epo@z3X4Y@HY6k_30GLcKfVIAc2rSWihcX##f?fn-Yp58v*KHc4JH>??F
z^a?^pANKH;kFM793-*z%=4yg5Y|?AiF1ME(I=L59db+z!<evi8akQpxtuSomyH)sF
z&GoQ;HSa72)kVKNqj!5$eS0;S_R3=jR}Z&u?$*me<=s{H+o#FnrVVIoxti06bolDo
zcG|p|H*OYf3|%Y}vCU^9u1+~Q>tuX37}N50AwkIyI^C+*xSln;C2r;P&1`4}n_^rq
zM0~4Je?IJfeB55m8k=F6)*;HW$BlHSlDxUZ>{hv34!Wfz;}%e|o7IrxoUov5m+@mQ
znU|WS#iX}F+3Vnqufy89S<kK@YxUdjUZVo?H-qW0bG_Z%T&-zqLPliFV10(@g!>mM
zEEsTWmGTPH4;9-5X!b=!Dw?jrqrqiuVByLno^GI{)dtP##bT6CN1Npw7O!%tI2dE^
z8nZyemd}I?8EiJ5Ws}TN)iP*_ObP<VWH4AR=U_na*yCw$RbYX|T9xv2#MXEi3HX7s
zwwrbAVgav{lqCb$dNOUoZ>=<%jUN7CDipcsKwl@k<^Vthyw~q1%?9!-5d)W~XZj+7
zYUFaGV@yzzg=Av)JKQ+%S>j<AGa0oOqad1*IDq*e;9I%SSZ!X11IGx<CW?EAK-#!A
zp%j6aFc|eJjhlWJyNi4r-;~T+9158rXZc7w>Xj-)Bn<idVuJ%_95I38M5n4`Qe6Ic
zq@Y=Sc4j$ay^v2Lh`Fe6vZMk*>L5Wg=`<>z!_M+F=oFk(%rJJnfz=Q6NCq%+d0vy<
zq80`oXf0+HW!At0*ak|^cK4A!urOitN=GBa3K$EiHMHZtmaAY6Fru)AV?iT`14c9n
zYL032hD)GiauaGCO)PE{PWr4#IBKZjlXBNjT#i*8Uq(+cx)73=;^YJ<J)+IuJ0(pD
zr9lQ?Ldw%6G)@XxJPdCptyGQ!3i>OzQ9zmS<Ws<hf`qifYyhGhms&m&Vado;gU!j#
zQzr$UV4@7MluU7b6wLh8S*lcEM;QRfFj_DLDU`^GPK_MvIEe`0`6zfOnGtkIpj&YA
z^*G8-5XTrrz@?$W0RaX|0K=0NGSUh!F$L>f=gILA!Q&RsqEVmk;nJ5OneuT2Ge7LG
zXy~Byc+wF_6)JA?*xPyydJ+L)oOX0#(&?j6u%Kl6qQ(*L7L#Gh>tNSu1G;gvk1EJZ
z4;_x+hTq{}L7DdR{3yaM!k(&3AP{rf3&7UwRtwz<dL4N^tW+$;P^fb8WI7ni2>VO0
zu6AJZ^+s*Jn6rFj>xH)woGAkg%SXghwFt7k1IgW}!eS>D0vb$YXV~7fafc~x)4R1&
zu(3?1g5SyK#tcsZH!}$&I&N~A)!BdxA}*Cx1|!AXL8m)}g%3rMA02eZd}xohsK;AN
z@y)apxhA9WTB)3fCew+WUawzqUpE<ddPA95dhp_zXz#_@-iy=Sm*`yzkpMYivf_E>
znUNg4IC}XRhI|(E%5!kRU|Ua6N_7%SwGO1G`!dmypxn|YB*Ew<<{$ElP63NXj=sv1
z2|<pJDTYS0ucY7S)B(R0$Pxkqh2^78!|P5?fuWuI5%MXV+XQtX@MBlQ+{n!l3NT|o
z3GPv+zv^_y#X>V4D}@5(NTeQ15POVUtznZX=k>&`=A_rttyRc8e)suzPn*k!`FhzN
z+%LG(Z4|?iMgr?s{9-)&AOG+F_<8#J5zj6^i9_$!`%hO7fBwUtSHm&4rSP~|PW5Z`
z&2X}vt*%#Bn3A4uUf*q>3h6BVA~X|F5-Goj6<5URia34L3^9oz!gE*1njqpb=NZz%
z!c+!-3f&$cb1LYI2YlT7q@zL5Nvrj8MP>G8@x{mY<3Z=)di&iMUtFT+^l1dFq~j5y
zdXO2q^$K8whnwsB+Z&;6qyc8CP0sG)7a!rZ)~n6g2zym&fdz{K`)0n^$S%i?+jZ}9
z+88teZ56K;?We2Z!$tpM(wGj~ZwXj##$fQTr=>R+&G)y{>+SsR;X0j+fTmdu3r`m<
z-lY#0<Mp^X?^lWmz-8VTxiXbBp9)md!CpDlEM%!Snstlgb}k=xkDJ+PEpa`nUXI&u
z?zY?Y>SjIPU;tb9AGXt{tA((U9C1{m^`sN`yGG5@<)r(xo{s9}tJ(N*Ia+mUgKCkr
z-?&pF=UL5X!1BZVzgl2+uikFfcbCHV?9jf1-c-uGeq!^u>UTT!YB|Vj5s%ktZ;VIt
z=`_<!G8AZ)u)i1a#^(~TaxTqt2(kkf{bVqjQ)FHh;Az8l^ZN2)(1B%9&LyJFcK7P;
zk)H0=1e96_uv;;m?l(JZip$x2I+h+#lTAxwtvVWxrjt>dA6YC<c=|DZRRx4TPX1B1
z4PK(xska)HP{7-&HCPK)@_DX<xW6W&Wu;KD8qG`xOfO6|xT<V$x8QI>Bez>|Gza}S
z*`0(SXzPxLBHX9j%>odN*$E^04<JxE`$Qn9R8m^C>H@3n5Tr>Ki3XfYVUL^8Jro3%
zmFyphdLdOs!vR)&MwI||ps0~$VpM1=)^i~Xdt8u|ELttz7_4Y~+H(<swiNZcn5p<%
znC*g-+y^(*0GWaCCNmhf<j6iaprT%XHkJ%x%Q1oT6!-wdCxKnWgCXEi7{ItFg8>2a
z&5sT_oM;qwosOd+k%u=4RvtJhMl7Kj-05HrRMGOIkTW~MZ%1N+U|^ApRi}pmEBiqO
ztw7WcVsk=_!sKjJVwyr4;({d!I^ZTj3kS@l!jy%^1+SIw!)yZ^*@0li7-L~~$u<fy
zyihNwJ{M7-iLsfyKbCbacC3oXJ_rRv!o(=pjhF^WB48`x;UT9$tw$eA5uPv`T{?wU
zbV5yxO-)%Oucm?RH9-qn2?z`_xltVHRLi26<%|Y9<%w4C7Glg-glXAbQV>ZUIfEh&
zKL?#MYP3NR3gi(~8X0YvLT{Ac>BrW^qhNw1n8}+k8lWWFE;-mSD1?%66R-<~1Vs`2
zsfL`O&6p1PqCtN-pT@QXDwbnlK+;Rj@p|!}Gzj3y$K^#fQ!sKH^@6wG@1zTfSReaJ
ztHJQ<v(JoLbE(i^LV&H>DbU#g<wLNL`Ap`Z#p>4U@hrj6U;tyJg!qA$MOHUTYrNYN
zwOet2(H%MLQrN*Q=AZ{?crb)GLF5zEtuWjg42;|+l{z1bAnP$|65AxgiR(#odP37>
zgmw7I9)maB4`>n&gBA&kga!X9KuxyWizAV9hQKe&)`XvICUch+`h<Wiju00x6cXGQ
zSeU+YAwQv#sMkZ+1553&$0O|d9j?i27LCRIq3Da}&-Y(EXZn&K@8Y-r`?e7okRl=Q
zs_=sKlH>D(S7aXfPo?-&C83K-_(QZW>bd0<KAs(t_LUyJqLWB`_)2oP3+{|agW_zD
zVt4A3v=WKzXdkFWAs&lD7t#JuxrKQT!y9ipmHh9EV^-V9ynu|ke<$urZ~!<A5d*<`
zX9gdqLjRoh$J2UaS}s>Z!JNlckH^cA7~#i|$(V7wQch>m1$!;g$me;ne)HWQZ<iPE
zE^oGj$+|b_6^i9(lz)PzznxD1^<V$>=jrPwF~a<aA4ECVe7bu4mp}gbcD1Gh0=8(k
zTA8*x^X_og8Qx#q+-<JD`tbez&6{$r6tLSX$!IQ2RR=SPD;@9`BT;S%i?JBRwHY6%
z84Ei)V$KAP(moI78}1)d0b%V(DInVffJK=^h$5PYr|UIsk2jaEZ#Op=i`TaoY{UTA
zmvgMP;Nb&1#jRZ*^g54^_uqc|CH&QDHe1D3RLo%r`|$aPPIpkNl&Q;sDUXjGU;VH{
zt6+KFtH4|(2ss~AujZ}GF`d@~%<~95@7_H<-LBu=P9N9JFCS-*+u_A(baT5c<ufOH
z&u&-EyHx`d*A2OvO0ri2lNG9E10ZX%aeu#_Cnwmg<ooqfJsWN2ql{R<zQBUDi{WKA
zw;og=U5vUlVvOZXY|trFBy_!+UW{9fY#3HQ6VkL(zL+%m{qbTxtd}R<_61tjm}k4*
z$frNt->mzc5m1Om5$D+TVsy0}-)v@!L3>cIyuP_uPdoVbZ?8A2^#+<2B-&tr6@@1p
zj=|KTg$Jn$$o8;NDW|jDI)Iy6B<P6*-Lp}bGy^937TLp4h$`)2qdsi6E>}~a`fUAR
zsE)=Lg-q#cb9u2`@k!n+W{F#N8!(OHgeZsO2{T=}SQ>QuyePd+n~tGuuGs1{%atNj
z3UCMAX0?G0EfJ{{3f)eZvdHOhln3*jP8G8GPNUPVH%fW3k{N?ish2A~Ry)B%qW&h0
zG(e{w;7^k!7GMJjT8*m8XxPgZ$a{EjWa3LyDmV`iQ#I%<tohV((&%0%P1r8!xx@mQ
z%A{uz$^MRQU_9VYgaV}GD78x_qvR~%dZAXajN`QyuIAi&qr36pPYI)1S;=QG&-3Tl
zy;u>lZX=V3sK_-pj$zD$q~m0`VhMtsSS69Fg!P}Bt!r4Q5{Lm{=WE<%8`s2u2Zz5F
zdb!tPpq3lFY{ci`ylrID7^Rp@1Yv}9s>7z2h-qqO`GwL2-;8cbzr%$l0Ad~5KM)26
z2F51=ki}D^U<{+<7)(9g(`SG~+3^`95{j^0@G5Bx*V3(XgtC+g1=v)w&O=P#7{XZF
zq>{huVANIf#Z-6`h2x5k*<Jx}Um>H7+H0n0@sw*NwXJz>k=#zBOaU(o>rNK(f?nY@
zYS`8>l`%W<Lp5hdY#Yfc#@ue)-ITe)xng35$#0S=Y-*4QG&V}3b`0uf#z;saVDnQx
ziWfalYaBY#h<d+3k@eD+2>UBw){>53fMm`@0O56k07kmiOaYKoOkI>lLAAj#j~d>)
zQ3;ox{!MWDChm+tU16;^%0y<3tVI0-F+i%o<?=N4N6s)Q(v}K?84TFC+vK+yh_#ZW
zLs8@*<YPY8d1r@5D!?Wh9B(k;w9R_oN+Qo-B-7H!#A9Bdg|3)~Wvk6^cjEQZpNqNu
z<aRaga_XgW%zmhAj23aH0}Z^Aiq#7lZkLwJ#pdE-b#WO91y1)~ayn7uP0SGC7nc+^
zDw>{PeK1)egwjm_mX12k06huE2N>$&K6gGAVkcXOhltu1lM&b&h`@Zhk{}S)kuoWh
z2}89`roiw?;wBaf68?>Noe)k88Wr`g2xZv+IKo;!$14e_#OL*p#B8<Op-ANLKv4Y7
z_g)=5`}BC{1-nJj{_gS17f7rESz_;%?0Ao9N=gF};NR0j@yVV>d?Y>El^pF64i$tl
z4Ebk=3{Fl6deSpWyO_a<WN785a`7oA)xpb`lH;TO&wj~=Qq1jhlXldijG@yi9N@gn
z1{`0szH;M0w<EvPF$9?fw;o1E9-T+e4TYGdEy&MPu1fXJAe*Z}vx!IBzzKuloY$YQ
zS}4N+(i?Me62_XvBDA+(ee;Lg<@WQt`?nVti)NFds~iqA60u<^|N8p+|NEc+^XKX7
zM?ARvBo4ihZM?pI`d|O}r>p6Vk3=CES7v}=T<MP*y+wce=Jw4${o!wqw{KeIY6>R_
zDEn|I=0)8K(_mW)d$Zh-IvgQ~JK=T4JXUhzyvMOjfUKeLH0rX(JvKhxONo?VHfA*+
z4Wv@>^?JFS4c<Lo{Qmp*57$ege~TdngrwyPy#_w;EW8C!RD)hOolHI5U*B#qsw0LK
z$N~;Jm1{^@t9h|foQwxdJL6WlQH+nfSjtn&K@FwrmSX!J8@<|QSlvvU(_X&c%)Nen
z_jJ2?dpo;ZHs0L~zj?R0+d^$`)2f5R;cC&kUN)8kmX(!3CDAU#7rkl=sF}+IL$z7R
zEQb_)gN7iyn3^;T&0K2Ss61XyK}<|rnWxJk!_$1+8F%YbR(q{72re`$geD=nSSteZ
zdVMv%7}wgR^t4m0W@E@q*NgF}mLoFBLUYmSjO!(Ov@bz`m106<vfE<%0wDHqG2M*X
zfLozz;JV*jT$jrY%5_WG0+IJ(p%M#+O4(!=KI&p#qFacyZ!!uJZ36|h+v1WmpNwxV
zH}nX#s#OA#-Ab7z^l`WQ_VKAvuGNdx@o<WwSV+Y9+hL~-`Xl0ZH_C;(?J^Y()~bzG
zr%S!#u-l&vg_5IQo4$f}I1*Z4u2Xo;LSghUnz%_VmJ8K(vm=C92V^8i81#5a3&|wK
zk2Dd*!ZA!tXjV{CiPw3VsPJYBba%N?gKH%a4MgE%GcWmoQjkPc>%4BCM#)F}xdeVD
zELpvoMjg;wT)MfK3oXei1yL&<`T$s`kRK!nLY5t_lt#(d5mw{RxyB)*p`i&Ndf-W7
z5poV$FswNI6A}w-dHDbA5y@M@oJXJ|6kN;Z=*y#H4h%l7cE!0=d~(jU3G#d*5R8Q=
z0|$2p7~dZE2mMY^>?Y#>T=f|KVgWZr#?g?!lukOdYCsmCwD?xIxXC1DgFzNyK`XX-
z7gun-M6Q)caji4V@C(m8E^bs8dV<(kf!!BM@ig)vxG}vJAF_dlN~uhG#1#;hm)NFL
z>Lh1wqb3b>my!b~+f~d+g2+ZZ5NkRMGV+g53zQNdnY1HOO-?nT2!JX=5a=pGlssvu
zLt#45EoP_Q6tp^+5|yX)63Rd~K<=WN$B$BH6zZFaFf&ZTM8(6?Ev0@S`?-R4(D4Rh
zfb{PO<W;|`NL<0B!;VFA4a7u&{xO3|BNp3K65Q|f%g_bjff^xr_?7U!bkY;e`3YnO
zf_UT&FdbpP$2_kR1I%ZP)JqTcX#E4=z&LGThX}z$tAeL`{Ngjk$w9<s2ob16_#!W9
z0|@U14b7!oQ2CgL9VW1-U?O538?;!`1a6wOt%x*qNNG=wjxA;@!9b9|cB-E(HXlz2
zZ3135=^?hOE}gEH!{Jcj@EE;*Af~FN`v-0;d1hmVQAexEM?w(bl`tiA>d9n;P=9-W
z#|N1YbeDsar1Wt275hh4X>=VTg|W6%o}I~#4mm3@K?(j1tC?LJGZ@QRkIBIN3Ar8@
zgh7RsT@5flV52%5ioJ@uq9i~JA{g9~XmoTgP#Ba9`3geSD+n{Al|YDG8Vv+X=`^l`
zTrw65M+*7sU^uBYn}f+jd@eeE^-{FEbMoqyOfcS`AYsW4_fB?R0>ejSJAV0`Iw3f9
zIAbLz`)5b5P7ilZ4`1!?JTq$K^d<<$PeN95B0oP?0SA+u8sukY)j5B-zw=Tpmm;hl
zAMC@Upv;a^Etih)Db?_@kVTL1#TZEz7{!%70wzyRZ2p#xPUKu(R>VnC8#pkz3&40e
z?er$qCZPK^w|LBx(P$-_NW1+JqcLeS=lrgO+e*7eIh77ro!@@^&33Z+aPxRQo{peE
z=dyhCv{H#)A^Ya$n$hd$>FXyk!u*IIM77X-cl+kAfA|xOFPGkek$6~Zj+!0Z-;>sm
z!pH4w`}K$KKfeBe#?b_$iOJdJ4!eC3rxSW%Hh{m&j+r)K18dL5#hMNUQo#Ul!Vvsb
zs|k8xiZ2WLvr$<35xNUg@o>4AZ#3$d$G`pZ%{QMveh{ok{Ykf3NF=+}GOEk4#gef;
z>Nf!3Lud!bdO62_-^LKttYsi=L1%#fIhqU@BH&HUdX0WPH|YRh%`tjyCJiiA*R%Gj
zUw(Z(-9XUj<f!a<e7L>6UcbJXJ#5-v+)rO$_TJtt;D;rH;lt;jF}bm$+)m2dX?<MJ
zwkfmjH(f?$D(o&NL-j(cQ^`;}3GZS_iA6QD8uZ33xU8-9s7E5QUrEn8WhN#3T^R3s
zO?dC!W+_+8CYaYC;diRJOX`Ahv5OIK`&=;@hEB%jw4M(4YlS%lL%kko2BxoeB{^(m
zm!s|znH{1BpeM@72N)2w@_an__S<jzg9(F2TxidXa-~khA|)iHu<zz#wV90;On#X-
zi`t9%I1%>3(#K6V8BgPQKk{_g)$*w<<-A?O3*hME+@$wulA4d&PxqJEc(_?9LglJf
ziYSn@I&HAf@y(+#^e!k9_+UZfvT7-2vkX+At}1m}xeFXpv)-&^lgL|S8;65_Hk~YF
zbEQ0vyHS)faD-55)=R|1qqG3g-NzD;7#H1?u@LA9kK5r+#yMG>KqkW;JF62wtZuuN
zD*{siIu(nd)7^b)=@`S<o}~GhEiqTJ&b6~|rHLls_r@dsWW-;|(n+dBVPhzATg@1p
zu*9$djQRX(G5mapDOxOuP#tVK{K>i>mW)hgIudgcDwS!Avs>x=28icjHk3+0Yv$t-
z00q)B@y=(@IUclMn^wz$Ea+n(a$<R+)rcl#7J}3Ukxije$>*?!@H+dPba+v1$$CgI
zjG2W|N3f>Dx(7R8F@?Qult81LK4mqwb4V2|TqrokJ&vgfDg|pz)DmKkJSg@r>_b6L
zF;-z-VsS}C6fA!j@)*k+B~EpXFxrKDXw>Y*n6j{M`GB5L){M{D1Ygv^cMuYkdJ_SE
z{75*v$Y8<~qsd4J4B8<@xbQ6toP1CW4o8%A6()1JNH0Et4#CDv$lbUdyx%dU)0vnJ
z`_f)}(gWz$5p_DvQjtaI2UqH4aOThO-s6Q1T8tVvs5+`-6mee=+Yie%0;l9DtSYSL
zaNLd!;$vX$K4Hgt%)!I`01FS86fF_Garcu?<VOck_i?gG4-av^k%htIg%zB40h$<2
zb&p;NQp~K73WLG<DL9LeRqHmXbMX+Y40fg!=4^{D>NFH1E->|MKlyt0u)L-_pM83A
zcnAeTz_cRBK;xB4a=}21dMYKM!T|WWW<J-imN_2~6`5N77AwOfX8vL%=wn}oh0kb!
zz&Ggko2|zE<HPH>Z|;%rAMUPiF2|!mxy&sHLa~oyHp;~mRuX}XIB~{$2q5s95=p@Q
z)y$`H(xTDf$D^&1Oe?`hN|k6`M|sQOy|qB8(=?I^dZwVtkZXojQc1>9R@oFI1|nn1
zM8{E|lN?HglDK#h1uPm0;(V__SuWQsPIqTCIXODoe~z>3*~#83QW&sR<tKY*doL9d
zind>oHpTrVJ=r_lc@ArWGVb$37L>c<qgT5xK9ho;kc!DKldC2CsFsVMtFog!c<~RS
z13HFIpij```QrI!`#Udq7juDtVarw#vwg?{w)a#>7U<MSVZgePMrq^X{YWmAKe6f5
zc+Ai+u}WH0{Gk$C-KyWmaWX7q(ez8W?xW#KIGk{}!Uki;;mE+7byx?@b}5mJyL{h&
z{PlKv`SJe!^>nrB44a8$Jr->y6Wx6Ni#Kn7p1yv>Q_D}~(AVST!{+ucfB2Vo4<7;!
zHV(j2s_hc>g`@Rwj`p>kU*2u5zx(+4sEh5Wg09OYEb8-9u1y>}>@ep;M29S4;$5Wp
zL%_ZQ*`T)=4W(g01J-ldDdQk}&Zh)c=M?BnkG<DxpnSb~^ZNa}w_kpI`~6oRe*N_q
zooa!sVy|AT71D$mNBvs2Qv)SB>NGEBgAM%mDkX#o{%|(wH_O>k2Om@!r&t?VsSWZp
zU(X>;moBGG7LMaahRq;C)77$t6~9+abn97Yt4|L%A098?Tn*lCyI(ym9=DVGn+vvM
zd(S_u7Lp$xmh(<>JFVU>dkY|_wY=Z1gBo8+hB!8aFK`UqdI5MoY_7*!l0yS(9v38=
zCX0v5i#J!xS&Pq2+s$h98vA}N*{#H9&D>_#8a2x(P?L5I{c1#$VlvrpFf>+5F-T~X
z8Sw>;&3LdFwwI&M#k6y`89rVwF|My?^Fh1$5mMO?E68rEc6Wbu|8R@{ibXAp*L2jw
zQ%dyDXE!q_q9U@p>{Lo%(};Njs%3V9lEGdVBRwh>0}|~4!T?BQG7>7~EBS1NOd>$Y
zUc1q6QR7(7XS3Z-k5%AiHf{)*`dq14TrH+-7^6VFav6A2#e8-$>NAW-Bhmhl{*Q4k
zoo3#M1ih1ScQj}fibc|1Hk&sV#VW`_x<P)mn@!rYSy?)4PQeCmpd!%*ZJkqzjg0hM
zOezj}3h*^MvH-<8PA67*Ok!q@k}uFJ6qtJj*r@|MjMm7dT&u)t6?D5%!>H`z5>rYi
zs<~|3=cmL6gFT<;IKv`7$fypF1xGY4EXwwDbTSHR55<Kh9g#)`8wdS;R&&tdjCkA>
zosjUQ9*a4INsQeSc72!GcD8?b@@oHwL(<ps;NMUc*h`0sskD&I^!Tym(6WcBMiK(h
zYn0AYc3}YzVNaTaP&V+QN8w(oWGpC|$6(7-7%up}RBE&@umeIYQGs^|&Fd7?4v&*4
z8UINmA!8wk34l%DK(T=#0pWMz^2DfSC6Nc~43rrJR{&*39os{c1pXFNR^0Dnze6s7
zOEYdFoQ$|`)Dmz6Qk?CKd04-QNiv1<3_v0!7r?ZP9gc-sf{trFv!YRXegr}t02g{4
zGZ+MW1|++Nq@F-=_u;aW$?a<3UAhPaGaVc-%<WD@9<qVxW+>s2AMDf6t|&T8`n-r#
zXln!z*lFs;5*Ddkj*U{LH6;MtfK|`-O?r61+(nhP_~-;2D@X^pqm=c~9Vt6H;*3Er
zg54@y#F6GqIxOFaCrm5}FH1nbNe+en7ziyw3gH4k(D=3R)cH)Rh+P*nYYVYZD&WTH
zjYa?T;DCT0@)0_rK`Jt`1VouctF-81E^Ef;B;rlDlEGWBdr=v{?oT3h>kWjvP2gt*
zI+->eaJTB^#bVwc4&Hx!KbcN$?(WCq@#*0{w>Innxd-WX+Nngsq*rU?(lq7(T6Nf2
zLktFOq0@)(-^PP1Z9&!})~Qa8y;PJMwH!kNA_h<|z+V;%@rN`;x-RTqHbNitiBPPW
zWz}u7a$08N)J~eQmZihN7^%Pjen=a)PVsQ8T&!$17d!h$<z`nb679cy2{9FXJ!~%N
z;VS}<Dxs)xpCHoN!K>5#SHk}B>{u!iIIGg*BWz%zgB?aMsv+5*s?Wv1V=;`0jt^D5
zjxa8$-d0MqN~xARAid_*i)RXU++tB4bDV(bwy<>OA=otv${@(q2JsncRe*M>3I)E(
zxsCXVNXx6h*B}>~Vg4J8LWF0~9TjsUVfqT;d2L3+<zOI--Og-I*c|*0^|)WF6=P9?
zsK5H++ndGJhkMF~=CfwMgB3QJu0&#;eCc=J|K{iE>!&ip{D>dN^=f^y-2UlzfBEfq
zfApH&3AewIEw+o*X_x%la5bFYU*3@6`}N27{bnN<kFh23+3oD7X!vEd5p^MaMdAO1
ztwy8-R!SK1*+@brOtLOA8W8Qfg%lmhY${VBsPE}4XwYsArt155@7}z9e|v)lHh+76
zJMA(f<;I;-zgcXSQ-XtwdLSTK(ctan8rFTk(=Ow9Z$P|fm6v7~qIqXJMi8TNQTVr=
zT9JAp6tHnK)2}AiBUtx!aQCxbaWN3s6dyjkd;55OyX-$*_TFr}-@RKuT#jBpTqR@v
z{g=OJmg4X4XRz)^wP-eM?^gk!>FL*QSF)2<saZ<($n6zM1i%^RF6O<by9>It8K6e>
z`u*l|M2c|I>Xu`}Mh4>Rv{&I6nz;b!NY<N~NMJyPP_Mq|S5|`>n22eoGH&Ka^<o|D
zLpHqy_TQ-8Y!=I5d(o@mUV~b8xfql9ThC|j9v_xtR;)!x`|sYp{`~VdOg=<JTQxFR
zws_cIDIirbt42YcHp-Pkl4^2%TP66YtZaeO6F6E9hqHb+i#ey50pzusjS-#d<%&>m
zjz?=kvF7rN4<80yS{+-Ab}TWG+L-rXuPr9?>6luoN~hZvB)U=&{1u^7xEA?rzC!Qz
zXqbq{$w$VbL5?$<iuZe+LOu)l9tA9)$q*Buer5ON4jTq+%YJV#9i<+`j$T5oE=hV8
zc5E9Xz92gkXh=2^b5^dIYOO*IM~gj<9>#*z!i9iEquFExESZQzf%p0tlVVZI`lwiO
z7|htq)1e^CApBG=6H1hw6O}wW1)~gUnCHVDFU>ym`jIq@(})*lPE)$fC<aa<d$iAR
z!Q$qEy%K~vq2h#98e<RThho{w|L}?GOdfItn6iYa&k0vSlZz%Ag<>w2bee3?_*scM
zEOxiujabFk<fBnW8a7{o7t5$k2qq#ToK*O+?b5-RV)`PRsr#W42+R>FKU~&4a&mV3
zj>3iyjcJg39K<V*3b(vgdd4COEC7HnuhGOWMkb9Ezq*>yF&BxTU-9r`UN<2Ey<DMF
zDp3&`wsCRecn1xEOHCs~NpnPn!Hk3^VNXXfogq>O&Yk{fOiI-Hz~!*0WqLVL#Pa|x
z(t=K>f;P_-B#a+$0LbORlwhmtvipsOn8(k`(yrD-ZDgW}A}Z)qqVNb&2*rtvA;TvC
zf1YroRKom5$qp|q)k02<Mt3eY!EjJW!*<qBB7^h{s~a_lBrXx?PF`U&Iwe?P(;F#a
z2QLrZ3y}(j0@@mId)diJG8h1%h9?j~41JS;1iV&k?Qy>!0T3g%QF0cv>Lc*M>})6H
zv^~P>AUBHZo;<1O=um)DNhF6ao|$Aa%C+gZG0P-wof2T5;7p?j%cLjOD1`NJ<;f(<
zqeBc}OlWbJE6ZC#ujCbJ)vAO3V7c1dJv<DCgR7f|PN(+||K@*@93Ad`_6c>IDyfXf
z3~wKg(|)y?*Gp+?F=<g`vSr0d^y75rMap9f7(sThdcyz~!7(LNBARV+a>FuNBbQ}b
zrU?uCV$kgaY9}n*!#*-K^<n{!J$ACN$HCqe#}_Xy)D*%aUK{rw-a38L<>KD%ZnNE!
ziqH06JY)HIvb)0!#xaPG4;hvO&gv=XiQWB|&zQTU#}Fs>@#pj8fR9rl0Uz&4P7g%~
z2dA%gdGZfl?8rptLS$8Pq7)tR^_0a+&PAt32WKZok#JCadRmAlFjZo=^IObrqlGhp
z{!r#Fr&jCGFu1aO)bNr~cZ&W-9sxETA}8@!59vsQj;+b4Q5zKUy=<-$!S3a)hr^9%
zEMc<(n#g&51)neHu{CmOx`qMT|LVh+56kVFtG5>ea@zfFzFG{$v)*7UUHJ7kzy5jp
z`VmhpKb1o##&xs0{HNdk$AA3opCj%-Asniw)8j@9;OeA3plJJIy0}|k{Qj#i`)vxu
zvb>iug2udd_8NE+kin_$;)Ays_6nIto23|!qI6YK(QY|kOGO*Wa6aJn<9GFVe((c3
zVu1i5xo)%g=JD>^Z@>Ti^N)8|tA{IWO*o~}^>Plh1OTf-BGjnTbyyj;8nkc^du`gc
z=Ytl_h+{em@p|D1FXab=*2QK%=^+_`s%XxKZK}5yz0$l_;P*y0cp*T*Dw}bgz2W<J
zuRp%MxtceazHXO|%Sq*G(b)iC=+yRK{QGL!OEu&>toUP4u8sMi0mebNi%f(Yg~W2y
z%*1H1NpVOw>*4KsiczgyOm>P%+IMDnz1qcgA$GUy-^}}+N~&KkBtz~=yU;GiSEJtJ
z^~LRG@py@qEH`S>4q0mE<KsqdGpOFLhi!IvUNUh(p;QQKX(RWr9s{1O<Pz)oh@>aJ
zshjO}yIGrz2KRTjx3?FaP8EJ^E*<Z->u@R(ksuOPw^3e<`r}>?%X+ug;5nJ1fOT7=
zUNaL95890j!VCFKpMs%m1_%D-az)M&oL9A!?=<VlSp1&*^gbl9G>{4?Ui0~g4saT|
zW5HOn&cdP`4h5!@F?ZGt*2kqB=MQL8;t$0_rrYo3^Vvo<Pr9ntXgABHN;bvF$h?P&
zh0WP+b)KD^S1M(+r7-i0)n-srGN^XYa43`2a=3!QC&;u41tJWi5gahIFN&v4T75jq
zHPeg>A4t1ODRDR~=|t3^R<rxdWz(f{&dt@|?SXvev)WNtV5Q=~2e-wwo?m1Svxzto
z0RmJu8iugM6&$w-t44e>s148<7^P4_i<vY#xVYb&i(*l738XK-hb<cyT)0Dr&vzsT
zC+Sc;<Y8N)XIm0*5h$ai8Lt=q`~Y+d(BfnVXhC8x%sCVDdkIeFQ2+&t4h79%@Xah%
z=*IyG3u2aXMjT}Tpx7rujrhC5L&lIfhou<6gn)%QW{^-U;HW9I;?(;4c*b6aX$p0V
zni~S5xR<OtB`Zicu9(5ZCx?s*^c06|HddSrNaailj}Su$%QC%OtvtuC?j@MX^ab$)
zxNb5MEhOWB@d;^$T}*D~Ow`B36>ylXgf7im;(-iHwDPg$3^~l~=8CakD&$E9z3}bf
zDu<ndC)@>ZjVypc%hN){4_1aoBszTlsemt2%A;O4^KcOS1)(-BzK|#^h7_m@hM?UY
zi$W5#sA1sq44|jk;Z5v4Q=A^sba}eF6AOodU_j%<qfP~+o?;pyJIM+a@~Rj)QKyh$
zkaHW=OeZ?&DeQi~Q#b(#Q?lwcE6+U!Sf(n?`6-Z3==MyH36Fzyt>TOjC<@Ta-RGaN
zvMj|SUZW8_0*0<sz*`9WBUV$^?*lxA!8MAb%<J?C=z9r^Y0WuWnZyB?%%CP>S<2wR
zYz;?~+lR-eH?Oa*Z@GWL;zer@&o=v9CQ0}b_@a~&S_VjM@~Tlvu5_rC+`5L@x$CtA
zBGP`S7Z$*7Fyi=d2-;mPgT<vcrhNenRES;dyD7Kgye(zY-Fh(-Lb@co0Xbd*><rPK
zhtE{zcQEcM0?hm#;S_Dwnv{T_9PWl9u~#pj?|$|vKkMk_bMYaSLoXRY_g=g}suCUU
z9`C)7h>p%r50PP^^`7lBj6FXg4k<lVNRH%^Q_0yGrRVB1G3DBXA}LuQZHl9w8v&pb
zG=d$y+EFQ0{eEAoRHZ{<;v{$i$-sJmPRQkEj9wa~JPl_Wh<kR9!p(wA!~)a;_D#yz
zkG@K414&f_BH^f3AD646Vx<y|Wxd{NC|tvS>~!WRIW^l7He1?ln+>|$>6c@P-+cW1
zYBYaX-d+wC{d}dFDpUY&czlgy_BTIIUq6)r=12WF7<k^?J}`a#^)LS!L=VdRxK^Du
zo6G)a(VtMXy&2Eo-hch!t8stsa|OE98tcUb9}zB_nY^>d#YYo*a?0c6>ImsE#4R?s
zLZ^d2PkU{Zh&SnTVGkfYjzO7gUoM#%k49MTFITfKK7RQAn=ilr`aQMU%h{sW6_B3%
ze+sn`Oa{X43?$cZG4A2cV&WRME7+3&yn~gZts4_Q+y&}zSYk3-V0Rz2isTTdo#LpK
zTa6&e3%!aPVU#M@@^QiR^|0D5S~ttq>x=%?wBB!I*3?^1`v))oAro~8{`q$9a?zR&
zDz$W=Ur7~G;aVZqucZb|r4bJxcgS6LJSpAEuz_-wT~IMO!gXIH+c;?yZx^u2iu^11
z?et>em#XKJm$MPhv`MGdtJStV&SB^6&9+s{^r44!%bQ_sP)-cW8HU~~(u~sq{{)o`
z<m}DG5-`tlhRijB%K_gEr~6_)y}I7uE7@MGO4(dFm1GoL(SBL0z`ZYK6AxEw@_MaG
zp-}{HTVZx8<@3>S7?j!qy({Q1Wa7Y4yRFWs+wXU}sbris?+F>mW@9v6l=3-dvrIaj
zNG6FvGyrv%s*}mQ&P$(4F95~X^7z>Xtp)`^th9>h_+~a`09&nBxbEpdpO1Tj@0)}^
zErKSa%|yYp6Hiw*h3z-(usKc-PLQFXwPWQ1Gj0UTNCTi&t&)iao#SAKiwJZqK&FsL
zLrgvvZ1y&rNfYH#3JKilq$twC)i6OA%m<tt&SeA<ke>xF6l}O!kb1CMB{1#yJs>qg
zepe*mWx*HZ$Llpj5{Tb&`+#2vrxQ(rF^{L5PUjOz25j<@<N-->CIbO*;>;LqK*+~=
zsL2zFj(2vj0rOMfjY9wcFophxCWNPs(oC?k;7-}=c`SMWn3SquUJ^EsK3_4F$Owxe
zA(DwEmI%>>49S!2n*}Z?h0%oOn5@8A$d3;!DvF_{s*^)(?YP_#jyx7Eqf*$(mP(7R
zMGYlN0t+cpmei~RCXI4DE(gID%$dx4$Y_XE$Tdhqqzi$Ua+zj1MHM4Y0<R9HI2&6_
zy#~V=J1=I%bc~>YP=X00&2H2~uF#@`93RuG$nmfbVrRsTPp>%lgJh@a=lqy;8yV+p
z#7h|`HhX?yZf9I1ky=So@XSmo)nnjcV@N0fx~5770H1UK>{HgJv>YP%aCwbTZy-4X
z#$}d?tO}6@JOv_^!x%6@Mirgy@2JiXgI;H|RwI8(+D<TI%On74brP{zNvog?`WfO9
zp$Tm2z`GcZxq@@mb{I7RPAwK;DdxcThS?8fheDhQ`Lf}NTdNMTOQqsbr)BH6_x#2A
z@jg#AIw|W#h;11%jM*e>K9HV9P!C!)Ouekf&M=m6IcV0F9UQ1n&k*9E&g#!j43cv;
ziLFKrcJXY!oG+Hk^#%Wfd?!BG2Q-21s+NGUl50@a$b+7Uz)f(rU_{rPohVNZ!!BAu
zZQMlYB$BAh!dwJD7_yvBV7Sqq2?AGz?UpSAkP5FwC@N)=%wV%OsslC?_C-WjZc-8v
zUn!r$cpnQmbGR0%@$w3}r&_tvYBpt3QKQ}BJ-74AUs9%dfII8OXMiTo4i1iY_ZVV<
z>z*F&;+@wCRiV@g?efON)pfMDr;wb|b)+Wgaw-xZKw-sW53u)8*hQY7ou3?uiAkOw
zva<Zezx_7=VUVWf=c0Tp!C{jWKnq3cBx(T*&dY#J#8so>{2{z46v|5_L6?<J0J_CN
zve29k-h_7$nfFnxIVe>6`C{JhPdJ^`NVFD-WL=(=-IJvj*5ODvZR1We7Yvmn@!x&%
z{&FyRefh8*PATs#1!HBVvPig|NPYd`>z}o+ANAbw(>VBfZ+Jc5{O<cd{^igAo1kNa
zf`e*#RIkpuwA*aw9h98q^<wkx>GSDmqgR;=u~Zgfl82<c70HWw$AlZz-4>+m%;_NY
z!}*T^j6M#$AGo*UE+Ic9Jv`>k3Yjw(3#Y?qUzJ{`yIM}a`1t0F_fKDc`Tou8*OT#l
zzF5)gST7Y@HA=DDJ(gdq`NPeo-zcEo@JUiC#HTRrXM@RbKmjyZ^-;Gm9`)b8e-Bxw
zTQ9ZCh)%i3?PAofJZ_iEQExNtZWqn#C7sc!``hKy-Qs35SdVM>tIpG=dv`H<dfXOs
ziQ~Ob!#>Mq)>zToIH`|^<!ahDs3h@{mC^z9D=LQ;eU^FIR<*+3bJj&$E8NW5>t5x4
z1)RTov+O?rP@VOe5BoiucJNoEF$Rsg6~?Jqr;>{Xxi9NB>*HQ?)^D-BTXY(i<JSFp
zu<8}(?b5v6n((n$D)BW$9d9nCt7(tEp*N3Pei8PB%0aIsyTIGKEsNM;Z%|C-NG~pM
z_zKSVBJ00+#D~Q;8uB!2MfQd~QIjDZk;|*~1z$jHA{um;3p|rK;)keY%(qvU3uMMN
zBX1@>n=gc%UkXEerCx95a#=9l%jIRO*)C>t=@>amW{ePMvMl$JPH!p};isj-;eM;t
zZMQgbNJkxkbm7JIR7}x{*+Bl`6{qe5aDC9r#hLw&glr%>fZJ{d`DMT(WHL!4B64^x
zf`=v@B3O_miP=ueHrqzwYNC)Z833kWJkuzZHj5R)5}TI@P1$Z&G!SC3g5w2CIX@Zv
z7Z6SQ8Sxn=g06teg3tzQu9Qxt!XbQST!P80B}q)8J`vQ{=~&ejG06ml<#;X<b`xF1
zMkVZeXiHRcsOV;>5L{$+vU6rL^c(~_rkzTLmMt5q5si>#Xc`H2pn}N?>l(N7Tww*j
znazmg#TqC`+S4RBtRR?CC`>euQ3|X-VjT`E!~xB@gk2lUK7=Eh8QC#e$qwk%HkFKN
z2UiTDkigCYDQ~sn!-r)V^0<<r5XT15B_E41M#8Ii3dAHOk^({vbzrC=0O5UhM;S7e
z)5?<wJq=!aA(w>ZAw4<a;X|ay2}rX!%>que2%`oLKZ{3vSw@)*`xc&Xa&}rGmNGFz
zBSRhABD6K86fXJ{@vtVNI|ldziG~;hCi;d#hP|95so$;-It@6<X<EeL<G0eJBct|_
zzXFj8Z#U+&5P3t?Vx4M~ieQVe!n3KQNw<ZNV=fgdWRsvhm<f6LxX@cPGK}IZ!c=Fc
zJW{0yF;l2@=KClP_h7#>jtbM4*}!~AivhU|T0T>eFw0gwC^j~pW}}cV03>46LZLt1
zKOl9x|NI#h(wg(5^Su`svAD-1$4$DEWtoCfZz2E`6KGV$pw}jonq~5^-C~iSpM3U9
zwqrCu(p}B;)oa$TwwE_VW^V7UuCK3dZeX=Yjt&?n1bVGrV8^j!hdW2bp;(Aa8tBS2
zN<^?>A=$#Iqfs;&<fZh3Kp{eIQnCIv;_G1b%+8nkCq7htM(pSSi$HY0Fy%D0Tn3&-
zfe?<z$qCOm&7E<jM46HszOvJ1=iN=u5?)Qv`n(BADpB}__Em*r>~%l;#Xm46v3#Ug
zNOH0VSXFdzsFFxdc7;KdgroRqkKD(};lAi(|7iEs+0nk_>_9F#mjb2O+h^h>-oiRk
zglFuCp6&ykoD!>(<GmfUK5nIW|LU-TDP)C2hC2(l5F^z)G#Y#<VAI?>orP8fwZNCa
zZK#tFKT*(CN*_Fl5B>Q$Q?6Sl@cpWpG`#v&Iy)?uvK}vp`${Cr0G9XoF@53wD*6NY
zU|`s&rQEJ+EdIa$<8LRG=JjNAH(O20)lx9r1Y;Nu4a$|@{pycDPhUTc0p>^jC^qBe
zq&@!QumAMdfBFk}9PXwE)#|VYgtNOGOlPgZ#b8QJ;^XzZ#q6?Ctfm8DHVXlZC1|#Q
zst!R{Hfe}ErQGhM+lwhQ?Xg#4o`lC50Y2lP$it0XFWx&+o%8NX0{)76Y>6=D`QBGw
zzW?r<w_ktx=8MnY@nJO@47V4Xaj)8LRHvf}xC!`Co7Jk{YBWlzYCisOvxW3NA2(~|
zGz`xnp8H&qq$H}><I^M6I{+4Ni?u3Qcn<4vixnOecQ%Gs^X76u?{ntiZu5Av7!!@`
z79Q4}yG3I~AJFwOpNs9i{G~=Nn)OT9tLAc4N(5<&iBYPEyS`OP4BJ#8hTm@I_~%p6
z#IV^$>B81Eu4cxy?Db;!4*PxwYJGvK$ID6Q&F$v?k`B$@tX&#4a+7vxHK>=8L40Bq
zYEODqh+dn?uu({knt7lW_nUD!5$+Uox5#|;GH^3uivU_l7GP$(zE}X6c(}X#^26hL
ziVWC)e7cP#l9f`G3nf=N(h0>3d)*MOF`*2I-C~c~ti%6j+L?}~Xl}GFMgqcilDfxU
zr&b4C)~?g+olHcpt~NZUOtUzF!@*D@8bw^nW(q*SDrL6B5RCk_VtGmnQz5lk4#+(g
z(&=z0x|oe}nM}J%H)M&MQ?h?3lzo~9N(Dd|;QCSjfPoS6%A|812bu@Pi)y#S0RoEL
z9#<KruL$AzV1!VkfkltgMLkeGpN;t3YUo~82h;?M(d<XRLC&&pfjTwo^_0rNC<ETe
z&2q@&g!zx-#)&i8WWe~u)JIm4l_KUMKn>W!$O7QoXVA(-!sJ_PxkA8(8z0E3p1@!N
z;}fnJL3ct@08NQ6%Zcg*>H$UsOn5e!$Y@M@F0f<l!JdD{0ic^PwiOZ)BqIU^bWS>O
z-Q$&FL*(&dxWd_v7?p{J2JJd`4zSaS05Ar`DOAyt^z^X{6Od(Q9ZqJ@Pq^!u9^pQb
zwbw~RT#x)VhfTx4qXsOmJl<!e1w@O28)9+FQ&GU~NU+nl8o46l(E`7~x{3zsxZCT{
z(+J5_BSu{eyGS)CfM_uVp_2f8Wys0#iaIQe=s}N_F_q$DcCTbVts3HiCJ3}(3dBcT
zg<r}}_7Tn4lQNDnQo8l(6orP!6nZtSfkAwFbiXoKI<0&Z&|w3jfgmBOR3;jOqEEb$
zcpy79qx95A-H%c0Giw=tvjHcpPS&aLoiOmbR8pJ#obErT0nRzGO&xuIdWrPx)e9Yb
zb=i3#9l;?`E+nxbF|A?pSBXXBK;eL~_~ZEjRxdf+VQO{i<QNCp0CL8_l0s5rmLs8n
z7lKeBp%KW>Y)B&xq$Dwu3<#YjCPiK^lM&04{G62;Q?637zk9y7tH(=EJvSi;y!uj#
zoT#|9FxGh0N}E)y6VZjO<g-q5dWh@(<k=_s(<7HgK^N*|*vB=wTrLO1jc2o3t-|(`
zrv+Zw(auX|6{<qnxug2Rpp(L#I5_}%#yBS+IOvQHhTx(w+`^r}Knn{f;PfW_UW-bK
zr8WYwO>#zxlg>x{XvJg-%xsd~dMuWTAZ?oB>=#{@IB(HV9Q;N!5_j7zFpXm&cPQw|
z0saaHp+-=$%BlOyfB)|eUOuB~NG+zQ@fm<GPH&n8K-`}n9h@JtJ$xZPK30L%JI4C;
z>Hf}VhYV&cYDLn+mpe2lk%^#i6ZV(l{0MZvQGO;nJ=7@`Sn&^@{bJ|SU+5Gfqef9q
zWk~5V$Fg>W`o*4|IEGQCv?(D=@CxE-WH#gdAmx*R_X5N@41_;`HGtO{s+kO3js1LS
zSSaREs)NA__dB6*(TDKmNIGp~9t)vhzfy=<ErU||Z@>HPqSm<_tgk2AWwTAzx*U#o
z^W{OQ^7V&rexAO5)N{*E<KREO{y6DO|Mt&+``bVL8C4=|wX`|C>&-E|rru=Hovpgm
z8m=C1KCBl^Uqu!%Y#U=vPsjw3#+(iK(s1wX_N2?hzs>l)2`E4gW5Pp4TA&#6XZ=p@
z9MvM|h>(cT9ZW&H5$jj4(|Y^*?%S{5e*fK<@87<@y}q7L(ROCjQDeCn(Y?qtMWf9W
zKxnmr!HQhjY}8>6x!KZY0}nsku9pOdc_|C6;_2~$`^<K&K(KK>Y>eCa)u=if)F!<O
z*wvd=58oG+Iv+l~{qp_&+ndSbr2xR+PLTM@_jeaip!huT*bUd~-os`8;bKrLL`%6?
zwS;t&tK?(b)d2U`uvsl915hT$je5J7rXzdatz1mo3rZx}JYpX!XK&_%Q6+r|hN54e
zcghqAG5bNl_{~?3t8u4ZNRyYGck-hKK>)fb8w_U6e1cW$cGSFIjTiXiv#Cy_!WhY8
z*~|t2CrBS$ugCXS8&LfZSF5Y_Y<sn)MXm?sfr4>Cs!BAgz~>8{dKpA~r_mxGic24c
zC!kcq0^LgKhULd}9`uJ{L^P^}QZ|-Nga~InJltJeu8l@*xs-)j-xF#f%Rs65-m}Rf
z;19*4iFOSKA5VBW5etG3!+TRKlmNYU+D)g+olK%k;4z_O2Ym_uk(H!CKAmV(OJ27<
z5r;P6<NF9dw^j}XAldt1vD-jGX%q^vSg!$FE|W=QDg|}ZXE<SgK%vr^BLlflQwie(
zYK@Z$L5YZ^7~s~R%ib;tO^;MG>*Qh|5|CBcVA9FL7=#Op=_?%wvAbcj2IPU-zDzU%
zmzEKzl+1$7WZ0lnCWJVU&EV`J7YXkXyBaeIht5Fdv07+nfJ=|Bn*ux5Qm8A^<3oNH
zC<8)*Tr~M^s90Pp;j3qo3AmnYHaWNXq3KA73mc9y!jdfIFz-;~MI3<3s74~Q8>u(K
z>Vt(FSqAt#H999QvyK*K&`<cjkZy1?n-u`nN%LtO8o6YDM{#_JV#6e$JwLN3mH1&u
z`4M|`=&1n`sNiJ$fhq*dR%#YOl?tWIfgl-4wtnb538Hao@DBDCb9T^4^CNMCbi@yu
z0IY#gF7bo8U^k~#3qvOBEiL>ChMXg#iY+RWC)r6g%Rw+Q07$8Qq)^NtJ~x7&;%`AE
zxLj7&hz1Qu#WI(wCUh;-Ijq!foyxADSJ4T{3TqRlDZfD-Fyp?~2m_c(arW|=L44{|
zo!gb?UIV;MQ^@9Us8q_MeXZyi6^n5KBVZwy&?+QAGvvpIOlWjc1D)U*!}EZ-f$C>U
znjpJ@U1gz3pCdL@>cVy6lO*e2r8wfSAiiaZaKPNKT3JbRgiOfQY}!V`4o@1L*Gk6J
zGdxZND%pYodKGFe<#NfZ9TQp0S9|(%QO08rQxC0_CEa$LQVM&YO);TYq#NnZGn42@
zn2{j=Z`PoT*PDy^a@DBUpe|@+Vl+ucZnm*BnTCUYV8J9GIq$LRp?PZ0&skNQG)jo6
zEUfW3(hfk-l4sa&r+LAa@VnTh0xR=c^+7keR3j09q}R_>6Lne$ba3wgr6iXK*Rlx=
zhkBJZO1A?a*IuuK(U&)p&6G-~lF8Wd-ZLN>HnaZOFaE>n?hB%i094uVp6<Uq+I>!>
zkyWYmL}(FWHUsu0hCYD^COTsONYVVkE}9rSM^dOV40w3*<rEK{?15#|3$5J8YMB&3
z>-oXnt7o4a@4wJ1CB#p-bBF88K9SG_6kHFr><TsU*dRW9NMCXp+A@O{Dy~W-u_<ZV
zl5<<ZpK$9`PNwFK)}T-t(4XdV6>$ZGBIRHx21}MpkK3K|d#P6GSMq6>eNd|Y{>!gt
z<;Hffx}ILI+M`Y?(@y2vnIePPZ@>9D^Z3)4Uw+(=;`?uY*R6K`kN@<a|MI&(C4D}p
zR^KVr7X9I@J6Mh8+sSI)9x;QxfAj5jbA<z^5Rc@-p|IT@hQw&K!~jAHb+k^1)=`H!
z9r9zR2{{0K`I0V2#w`?Wlb+_D*J%KQFKj*d=pf)T>{Q>qef_InfB){y)93F#0OX_!
z=jIYz)!_PKd9%H|zP?$lFA3r`D-B>5c-^<)5Bj*FdP`tr@Dh^I3hwR}PO#Rn*JLMm
zwOvn#Z5Dr<d1pDrfnVD$z?pU^9wKR2DP-QfeT_)99ar97O+GxVK0Yk(x0848?kc6?
ztLM*fEMLx=*F4%z`5J{M6HY|DiD+OlY_=-77W>d@u~$ns(&1vv-!5m@llJAjGic>n
zm1wV$xSsagrBb7iA2$l?UJY6WXfHft!$y|!qveR~;cz|ft@`{`W<Ba)*1Efxj9V2}
zy_H1dYSNr{syE9;vs}JfP8Q=9dB??gxSCJe_1wH)Wf!@e_AeR3ZZ94l@21n)_HsL)
z&T4R1=`{<6n$-DV_ic94agN%9-hwH9+-U<qfCbbk6^EU{us`jzSl#xRE$bC-fdk=a
zB!^Eeo2u8#^=h6qF82F&10GwmR48K+Y1eD5dNq}Z#$&;3AwL?9tCdo_(@Lj>X^O9l
z#|6|XYDzJa15=r%9utwj(S+Sv7Kq>V$!J0@k}VSkvwSYgtVNTLMj@p;24|PkVr8<T
zp3-L2VO^n|kp&QcsFh(d*Mm=w1}KLypz;w-3wizgAg*7COFn$|77Jcupd08Fg53r6
zMoYZQ68fR1j|qzD%x!bRRt0}bOC!NIMlW<Bq4X*efn%TW`SIIhgHMEf^-`{0E|54t
z6N66A+#(oJK%f&+1I?<C8I*F|EaHP#toERFVtB+Qg_#OWJ>nbwD`pwk1{6W2iDC(P
zjR^CY3%D7F?ePeDnpST&S};r<zS?C+6LQ;8=kzK$-<bpgsQ`Rv034VK5J|B82%3PJ
z5=OlD2qU2BkBQ+E$!A7l3}b`K8wzQQY8wGGesaLk(&!Dul~{q#fgol>fU;?{LfH^c
zxKgS(JwhL2w8cda4;F(BPC5CR7?Qt$T@th@18fZ-PI{>b>z>u1@q7GW3P?nv&OuRT
zvxZ=0)lyvq_udG7!l}Vm#wFEkQz{@lFx?5vF^82gj5)+4%vUnpVhDq5KS{9xnh?Eu
zZjp;<7jo!;RLF|(tCV73UwYAz6|m~bNiG<~6ciU^z!T=`TqZSJ%pkCc_Ft6aewL)*
zRT1SFEJ3g`*O_JKBv)-(8A6#!DMK)2qGoZ-_V#S|S(H4jfpnzJsZp@%EhR#^NQnD|
zQYwo7iU0*NCRN%XcF*?rS!KTX#lK??K`=!7(upNziOeJtJCzFg-k$pS*sE3BAyX;D
zMWjQ?8HyjPLt3G62HKS3qfh?<)M|%ruj%OS;eLB_bA5X^8IKhbYIiJzE5R&K_Qa6I
z^6tf_pQw0F6ci|kNwaeB_?@ie992@-An4)T$<o0<tvP27OLGP(sv(h869FG)Hhxe0
zy-{KGatgUot%6$cdX~5k!y7NIH{fN9Y_sb1WK7r(0=RSHWXt884(sz@{97N>qglKE
z{F9>>pB*qGy#k|pz;I>N%lDptLWWetZuk6Ha=gbhb+WgEHi#8}_t_`VGtNmz9_^|H
zRO~URYCb#})FDxjnqk4pM)>UDNOmd`?Y=tNd2zh|l2f`w?1k|gG>Xw=Q*mx6NldtO
z2F@QuKc+8EKdVv<VU-ZQO|5n7NI@Fm&LL4!q24GImK1H2%I!?H5D4Xc{!$=V^Z~lJ
zQZ~feF>E##qoHxD26v*BFa7?z-^^?6tKsTmv|f_aN~T(=bTggp=X1aR{&zoXUq9}_
z<tK6Ukw9e79Q?Qc@_+rOfBqLb76Yz8A(5K2+vAo{Hnbj07QNAGxcvOxx6|Q-{Q`zw
zvS2}nn~quvYQr`Y*k?jRxsV&CJ@$gE00Fat{GtUl<M9+j!D7V6eOc5Ep27{JkuTt`
z6CUV#KKb_RFHmW&mKVzjPADj*z4f$D%CFyQVl)~LXU%H6oT2k^2<L&2<8096*SJkb
zPiZ=667gdbx0?0Jg#=p2_=g5+CNYY*(a?aC0&Q4;zMpmm%>pj{r`HdUw@adqcdIsN
zuMhXr$Ls0+?S_Q7=<tYJ{>xeaZZjFTOUps~&GovPi!o6_fsF^9-5MdrNG9q<7wc5W
z^f8QOd(|X(F(6~he)VoKxLeJN$uw0&R}08pSm=pH3I*T8c8y0zmG!*a2F<!9Vle8B
zI<;xH{&2atn2zSX&azjZc1qMQbsLTA)%?TLmbd{HeFB}`Mu`J^drK4Mc)grb6Y%cC
z`>XBMu-z?Z()9T7A{Ns5GKJc(Pm3i!TBE==X>Y8Ro3#qr&}=+j$>bBEC{8pauN+Rc
zdM4tx*KmtfDxq+k=bM=-6!4(oWRmG7_n6>P0Y#*e*hnz6lPipob&ba}=?oKBiZx{l
zY-0{~1X5Tk9;4hapCZ&vt}fldp3&?u{WUAqbTnQmls$HV;uDL;U?H&FRC6s*D4=1p
zCH#9qwvA9c3m1=@4N}A(l%1ce;Y_L&0^-1KvJ>p`2jam1<wj03Z9_WX-l<3eTRLIA
zQYxGbc?g<iW6=;-90y5!8y+*X1v<OA>t{{LrOIZ|6$Kn6AwdJU%M3>o2qsa7Fpmic
z2pd=lcw}^u0}Vqc%S6MBKt8bZCW;XSxH?Y-&TZ-OF&=N1%@vQN;D&+nz<Cu5g|mWE
z=i)zE$|gftlo)Ju8KL{h4OiBx(_s<k;K42(@9piscu`11;jj_Y1K9RMJ-r+&d(;E7
zh3+0bN66)ps31BRt|X}7UcE*bkSsc|_IB`AIKi|;|4t=zA`6Cd;8$X{iu@Gvp5VX8
zHQ01$gL0irN?3rZM>u0jv>*vs00|HYt@MNjO}E48vN{PTQpbb)8vmHkudNr{ZaieV
zl}%dXXf&l{3U?W0N$k8(w6uUyi6Iy$YP6w#^E+2hy#yP%Q7b(U<LV;}h=ENeK{7(V
z<H&s^J?WQG%V;OWIVOl*j8Bp?p!aZG)n`ZNJI^iBbLHW_;^<I&cFHb~nM!qfKobyh
z-4|bdRV!srUVc)D22M!QoeQzJn9prtMQgFLlf}G^>gCcavCtDY;9=rbgDXXEQN%}$
zGfx^uHKDu)Gb$E$giQu8cE=3c0hgTt7*;L7TafQ(2Z9PjyQPgW@9fMjSGW~QuS#x~
zoH^*nQ39b7n*q-%Bz{H(cHA<#`s74=dekl_uny3x3K<5_{l&#)z0sV4a+%Gv{3{Md
zDZ?j5b2`I0g^SdBy4a^59XRwxR>|^H_MSQiM~J9u((vd|-k88m3WZ(AHr9Yf$A>WQ
z6tEk>V!^JaX;`pWfL$k<A+4qin+UfZG*CWC>46UlAZ|$l8gyWBR<oPdDb-JJ-ojEA
zpB@(SDZN_CG)2ddXn*hU<%<)b^x(YqcaC<*LVm(J5{n(v7lwS`5-?V&A38tW=lNj_
zW5CkM&kuK=iS{WZIxwr`f^+QXkb49KG1=L<=-}vtjO5OXgO|_Y<<h{&kk9^?v&AHr
zaSz2?58MR5NE6@|W5i;$O$3rx4d0{Jh(90xuuMSq`P^-CJ-z<4*63&QX@{ra4?s_a
zxf-`wGfrn3;u#M-66{tgY+GlY(XYPx{kYt|=+AB_+HSPER2U~y@V=;q{O3RX>F4R|
zCo#YLxF1Bo8|XELfBnZl|KI=Te`C(!Hmg-EjG7b+wwC?z7AJgfv>q+Lc=r`+F_3*(
zdg{6DGMEBp3&J~5tW3ZIa1{!4j@F@|i=Iame#nH#G4*(?$P7jSgn+vb6eD3kg>=yt
zk_k$*r^Eic*Y{7ih(>*!ON-Iq?sD_)@pdw#qrPx;xy4t$90QDRujl>6thZW>SM$+q
z)Z9#4^M3gUxP5utsV>Id=@4~_&%Fj&$i-~9m<>oWuIS|%2{3uWk4SBmV*c%$hcDmX
zz?yiv=-sW`m(y~uk@@`N6LJqRYKYAYIsHbKW#ToQhjzVJ%NDbd?Rs3!C#HjbF_nY_
zHEA_2Nh7W&geb?I{G?O37}dwkLcf+D)(YFnVA*f2#_d6)aK+SDP2OzASDQtRwP39b
zQ5O0ZX~a>dj`sEC(=C%8IEyzoS2yd~^?Gu9xw@FoZiqOx%lwGzC7neTy!!mfblBrK
zx0iqtH}5{a16P|(q{tqY^2tK3Sjm^TXp>gxH9PSr7UfhX8bBZHG>L+?+!o7xIOh2M
z4r{+zN<`efW|6gHt;+b8u9vFWB#qq3XegXZ<?EHkaz3RyyHu<c@_Cobp3P<YLm?7b
z%w=ZdG2zEzsf@py0W2Ah1Exr&l8H#Tn8{a5CH6Tu&&xRqe*IYfYZZKG1)s}3==M^W
zv13shhv_|mx2adk7`iM*6WcuK6KMe^pcWnM!5~Gq;bKAT-DxF|Ck=&gc_U58X-9%|
z%5}=hmDJ%%MdM)6DOK?c)?O7{ceo9>*4Q5fiFbt|n-#gg4*{KP)R?dE{Gbs*5di?6
z<jUl*6_W`7L@7T#q+so-!wb<Ej$I%9ib8GtR6q$>qOpBrEyw|Ixx^~Q#f2k``Y3n6
z9qn&bOZaWl#4Z7DN21vEF^R!duxM0lekp>C2e3t(So^>>;312S_OP<kw%IHes6q}q
zykVy^U^f#;fk;f(4+<EGOR&ZmvEZzp?d`IZA#n-u$!X9!1X{ROe|{P;0!orI?J#1U
z?H@pJHOR%RX_$_{JsFh50MBKjGv*4s+1UQkA5>?DEREQu@{DPvr#ulpJbtkRZA7?_
zU`=q$91ItI5_Tw(#0{9Mee_)lL#7k(DPt9^Sj=e*1A4KTsy_AUG463zr3`h#!jWL3
zR>^>&U>_F_g6W_W9FhPRQ)CS`#V7wid+*)cYJy&OewN*>+TAMcYAo3^)7>{QlgI!8
z5`hGfbIv*EoC$znCU5B5X-1<N+iTUX{fB}*a#_;Kk`=17A7y{<olntSU1GI3ydaVB
zKJR(X`5lxHsQU)3=~!_rIubg;rAH9#9jC{7@qyQHdPYr;QU;7dw!Ouz)yWRC$;5iI
z4!F!mufHfJVy6n_!PXAq3@&|kc?fGX6$0Jj8=dr!c5J8`LQCf9u~u@(C=36J)tJx=
zX%-x7a5DndbKGb`Fu{CI`j|`y6D+@_IHWE|<Fwe=2D0I`@<gBM{RZ8IOy<<60_VE4
z$LYk(4={x3RC0I@fOKac=MuPkra@8+mzNVxTFAXjr;~T@-d$}rH+K)y`9evL`MKbT
z19Al=49chmgsJ3+-;(WaqXGd3rgxra%4@l>=vXLggw|1$^;DtuS`kG}=}^FH0eg!G
z7JzH#ci^G*d9Ai`Dvi43qwC7$ViKk>3xEyzO>)Pq9jGAZ?aw2?(g8R&i`wC6918fg
zYQ?$!gxuopt5+bun6I{9e6h~}CTLs-%vaF8q=$RFR`*`NU<JugieQVJB|kjkiH5=o
zi&ZJwRZ9;EJD}<5kHK^?weIm6)5*9DG07vgnG`{acem)K&qZQPi4cIXaxu4~#}ah}
z<i#^ca04GE^0E*eH5iE2Qac4vO@Nj_lVim7ILfKiCFQ;_46}u_%aiwcL9Ld90bpNg
zrz7pKa;$-3&3Sgx>6o-e-@X6Myw=|gX4h;I3WZiQ+KDHM{$M?k{!f4MAAg*_zTbn(
z58~E0D)c0de)G*Q|L(VcSxM(v8g`1sQKL0!_UG-<YB(LWx{JZ=n|B|t7prt6;V@og
zKt5TlQMQd13)x2C_OxrkQB1;u_B%MVXCYe#{l!p#L^cyzA?$1C)1_!A<MTk#p`jb>
zYB3X=O^3hy?!$E4eSWxR-00Tp0J|V3JZv_Pw>RxZquXpP@g51gu*&sj@$_{2^n81F
zLoTv88&+D?G<14qiB=W*L9tcNwm^<1BaL!?bG0DH2O0v)J@D0fK0IiZI_>)H&FZUn
zU{T}Olgi_&`_=R1bWj`g+LOtcL^Vq#MydI*b~zU8Sp8Zaj@We6rGI(QVfmO}&#1kg
zlu|Jq^n$T}SYP5z%SCU-%}FE6^u@r&QRz;wZ`GFl`l?@hS`Wz)tY#y6ocs0imk&#(
z!Evj6x9C4_z~j%Bg9dC>1}(CUx10H5)Z5I*SF=&AkO5ggr_89^xxZQ>f?ZwCHW=eZ
zU21#3`sPEY+l|GuK<W9M$6H0938ELJmBV(Y*Xq!|G^8^#m1Ir={Ei}5D-a`y4BAaD
zSuSJ;y+)_g%H{K=JU;wNoG^GOey%%@gTzTDL1pAp>2kh8HF}|t!R3nH)oNDQ%>kN-
z`2FD95yWzoQ=_AKy^&A=n>{!M3Ko0KYAFl%5yFF;VXKHqBT3*az=jkW1KJwvMHo;}
zB1vYQs#Ji0Sju=lt;sBga}r^=k#SXN6mo~j%E5$Kq|;%iVc4iW6;hDr=NwqcHZoxX
z%R;?DN=3F}5ynUsbb&(w9&SOX0en=<q-!OH&;;2`vtEnP;j)@o4g$EqD8&amlqx(z
zbj(rWK!Zcr?WI)*N*F2u!x$<S@(2e+YG`m`gMVarlZ!+rGPxCksNTRF$czL#0>g9A
zfyEIzRxAV0BOFOa!ii8Q2u#*#$Ag1B=ytiuwb0@$-q~WGSW3pL>9kp^Pja;vCK_ir
zuZehQ=Q|5|Jt6Q}UKcDcrZPf~TB(Es^e3U<l&%(%hJv7^RXYsGHOH*IsBacZ%BkLC
zhLKC+9#&~amRmpxpii*s3c76`+c`*9iw;wk;o?+vLY<-mnul2_5~KB@r;&>Q@4(Q)
zj#9u+om2Tua+5lMa~>`(4@e3v0=XM;37^vM81?GIL)1AKp=<*+Vi8_<2oidQ1m(&P
zo76_xs}uG<(-+LNPp}SQsj8DoP@hcD-dKwr?vajUYe@;B{Ztj;*CmHo*%8D@YpTTi
zydXC>SGja_?~9+~9fI2+KN25q?{MESZ_`(<*yAs#SYkr4K!Rh&Kw80a#uu}V@#GjB
z3FOuDV*;B}UIe&LxwDKwKwo{-d~0~1RLE!~9~Bb0{7Aa>`3vRYkxQ=&;0=R*pk)83
zqzRJxTBrVmTN{VXYt)}f#6E*Q?f0(mtkUt&?cUs8gU<ti2b=kuZ@=aPi|K2&SdtMu
z*BO-}2_yQcR8G_ps+h-Wf&+#)i89GZ%n2aF7?Lkj2M;3zS0Jm73mbS4c6My8DL`lW
z$P1WoN7&<anlJ1){XppnTlEVnt|(5$9D?mI9>Q4`$R^@2VW_WS`sK0WF0<V1bOtV`
zmk&H@CVX!9tDk)?J0Q&X`f%sX&g+*)d)s)ls8>Kil^^W`ks!K=7m=oHnOLlnDb!Lq
zwL!AOeZ}D(UN10oNS726sTC@@1pC-4a*p!-ZDv>L-ZrI0D)BBOTs+_}#^QdH&2xU?
zJ|l=~MDIci<%?VixL_es%Lx>>kkvL>VADA)HKam-BzXCFpEk1DMXS@xSBB+!3beA{
zm-BeoJkl|gq(#DFqC~q8jW@FS;Q862GyCe{+exXm>5r}kqiMNX3rAYfST!7}CDZ@q
zPygb_>FWnEzkI*%#MO+5-tdpV`o(|$%fIT?nn9bbkt<vdCev1L*`F@>rZ-^j`uZ(o
z_Z55tYDY?m1Y3p(SVfB!MT?jin@6EtDC|r69I1di7Y^h@;Vd0Ab_?ZhX}^c2z-A^%
zyeRH*k@V+?mX7<8vz{K-U%tEh>dPmF3Pu75pKw#><I!|5U?doHVSkO_Ml9!-wQ8l=
zZqU&2_WADZ)6IO+?!o>Vb;sRWuPIa%_3NctE=3HI1?8|)?bh=+#E3U8ht;cTONcJk
z3K+~kJg>%`?9)~MZrOX<j3)ic@)9u5O086om|ml*4a!V+Aogd&TBDk~*{moxWSAlU
zxSsY#oeIpcNvGbcX0IoWMYlMrmqyj>ht2eEF$B<B%0%Da%{#@!`^}W1$!<A`Vg7bK
zzrLIxtbKgg+yKKUB<I~S^+{Kg;nR9{GX+plczb_ElQ`YtINv~iJziZ>nE3ww_G+;J
zGdrJjQ1foD7gx*iYB~A(n-4IwbNMRb5^nZ*G?Y$+t9kaK_IS|KYc+F;*q~9Q^Kk%+
zK8f)j+kBK^VAx?MD|F~HZ`8=0S1Z&u&FBoG*m2P7B6p#15PWP?23e^xTS3DL_=W##
zx9XWB;D}r;PZMR0wH<;FxpfxDK9`;DPBy==xZpY>s?eka93T!!-(^R&AUT=M0370H
z-gdQW_+8;OUF~7KHYN-sgyaMy<OK{;`VEbg+ClfSn=iZ$7X`t@(Gb4qc_dQLR+Pca
zqB~9mJtQwcOE9G%RSAb44~sYz2zro{ZnM3Bl;?7xwUTr6*c^;Kbn1n@>=S9nMv8Kv
zu;nNn_Bde~;UXjXh({eN7i$jG1M=@=21)<%m!Y+vNM!=6Q->i3OZllu%L0zwmI?|J
z0~>3gcmU1IgIx-KX|q&~2O{P(GyRXS1weZR1Ueb@&F5aH6K4_jCrmy80IiVQ4F<}O
z&W=xDP%zpNTVV8ZTFkKbnF%ozSs|C2jb?o80I48gTnOF7ko+SqH-ZCv2FRl1899_|
zWCz67v=XsJqs9{8HR>!Uf}Nhj9QlN>$L4cfcnB(}RXh|Lr4;ZKh*6KlMo1HB4!ak7
zA09-5LWBzo1%o9KF-b-{?ga{!{hU3oIRjfv&ltmya6)Adxn_qRhZQVV-203@3_r&j
zk%S3QeYoS+!vvEW)kG0bqb@rF5k*KzzaM!G@Fv?&pA}%1k_$6{3G<%eM7;IF1grB@
zsXEv>74NZXjE8)!2Hd$)zu%>-nREb6P5`D*WANjVFA$JlNJ-*@gxAK?tQH?hceg`?
zOf58(3v)}*VMmdRd29@AOzG@Qxh~eDXmJ*e=0bIB(j3e7wlKC)qp1){4z~`JVuC_y
zJ7ln9xdoXBgaz}VT%r{nu^9E6tzh|4#>@&?;7p$j1vpPEXS3-@gjS=V!`$y;G$?%Y
z-8bL;^1F9memNXZq(>5i8b_anH8(mT7DO7aAgd7f;0rq(6QJQ(hD8=?1Y&8#Zi7XJ
zO)=o|Aj2|;r~J%}dY~n&N_koG(6O*CM8Xu87h)k`Dd_-Wtes(u^Ppk3OJIdavd}+u
zdJ60s*abZfytG!E`(!e^{dzl0F4bmz^Rv$nU%%epdU>o+;_BLd{Q`HrRwkxl^JsUQ
zPeqkzU$pZY<2@J&ezO1i1uJRs-Y%6`#}Xp3nASum3K1jLF(C*Aa5h>AL?@Cxtx`m6
zmg=HoxrnlfQY_{-SxGzcl(9<%01KuJ%O&;YW;Lw`O!Yc?JxywblXWDPFyt>9()9v(
z1PQtnPhPgkT{lLRMkO2*Hjm+O*6og&OgRk3Q14uh3Qdm51iRqN-sI!mhe@fj?sONe
zb|;l;#S+zEh~#4}k^JqS{@IVy*Y|sH`9a+JKmNrpNH~7`_N%}D>wg%whkQ0>qp`=U
z`*yKDZ4GWO*MmkIw&=$P^r<=PB#u)==2?!Ax)MNtHXz|fK72wp3v2hV<-8Ds!|Xx>
zkJz2CCJ@KsE;|Dlsuw(^nA;WidMU{3cj^zftIcvsv-5|ycc?mJ8nqi`=%9lRE4Jo*
zGMJ4A2w(F7Hn8q!JnZ&blgZ%m?uxMF_0^)Bi%{=)HSbepjd0X&6#C6Vr%Km$g|5SP
zC9|G(aD3gt;9B&#SUwYb`?&u4{nctxoA*m^ug72BPcdZyAccsiltLEVy1wl98(Aj7
z>8R16s4y4nx2qH{0<&23TK#ISoC?#W2sZzIIlP`W2essU(73yt-cI`;Z!Y0WZ05bI
zNeg(_Bad3UIBMpWqxO2-yS*Is8|9Brce8Hmb~b!}jmB2$*UAs;>1y1a_1oiK6Hdj=
zC0;M4ukJkn(|+@AIc*m6JSL0T;NgCAdo4_8tHtE@?s~D9M?>KRutD-mK|h#?Vm`+)
zo={%Y@56!LspPO8F@2Tuc^puUQVwD5@%9Q&ezVzSqDt^ht-ZXw>UP>>?&D$qbl3?8
zT~#b%nYhQ}i6Pj86Zw3F{bL`7AvrF8ARY)ci{vpGb(5(W6PGva_m%SSD;nKKxsZ(3
ziupEn{Cw8yV#{Wv(HqWK2n++MSYIH<Mvr67i8`4`+UN%LFe4c7(ldsg$dwkI!K^>W
zrWN)%LmoTh8-xm49Wl(X^7A<yK`+@YGx0;b)`S@`<cB<NL;y%un7EMjNZ})+g}p($
z0piwK3^uvuG!p?$?~3}}SnDav4q?|nH>M&HVM+{miIP#9MPXLN<Ar_+|B4kG27W;I
zY(hy65~ye0$ts7PBQ`CBFD*7~t)7k{>{7HpP<VvHjqE={1VPBC#~*O{vx%J0ulGs3
z<Nbm97xL5jpkt-wFdGT5kWaDbQGSems=6Hx`XzCKfs$j4g#OC@)MI1-GkOGmCe|k7
zg;IgJ$Y(s$Nnnj0GasS>5&*<P54rsqBn8zx3gNI$^`4$K%u|)uY+$bn_JNBr-6kXc
zD9zh?15+Zm<df&xK+iQtMoe)W-zh($fIH|govVfLoe3tn$&7d+%pvDzkoM_%K9PwS
z=ePl+6&SjZywK&;AUGHibsF}t211?sGZsw8hx>?cOkbG3P9=xbe6x46X!YkRwN@gL
zY;Q4doJjWBQX#b+eDQM)H1)05N3XunNe^_AJ=MXsf`k6nOTj{artP)6Uw{2A$w4^(
z49q-AU`do>MjFBD&sAW;hsGas0cwC8VgeaK((_YDK?~uNkR3e=Y~RpTP9?y>RD#h6
z?1@%`XAH0dRgXmfkObL(9lY5Q?F!pr_F||p(D)&eSy2U*62sA<^z|!~<^=0Ffl7>R
zHcFRxm8yxO3W-$5$?>^dj8u#K_4xGg?*046=eM+=iuZ6v>4ChVQ_-LVFBb)m?s8me
z480e)_jN=pB{U^*W`TE$mPwvgUaJwDT{e3<;03fuTd3Q@GllqhLfc3)n+AuKbW_r8
z57|tkLMGw>x9f9|A_)Zw*%URSbXqZ$S#|uDiETb`yWx0&yYuDeUr<DVs{H2XpC7$>
zwfpkta-Ni<LumHfFFwcI1sOvv5h3*+OAiH**ZwxR3F+P&wP=qzY`k9hHVHXWLqHfA
z2(ntn#rB!X@P=_ZaLiItekeWKJKWjAB<3<3O3`q{W=HA5J?NlRo%T=IUl=~m4Xhyf
z@|(_y%?2$-82ApY7F!^Xyj`o-%fzt#5w#}u)~MDQl&X23FYou&fDL+FDVwzjVc22g
zQ>+pV76ZPN%efki->z>)#qy+9eV9$Bq=%x3ia%HmvU!aE^>6?4kJHx=Vt)C4--&WE
z*(?^ne*5iT{pH`!1~Z@4nhpftT|bWMy<x4h8cx8mvVVNOx_P>}hq4v0U$khna9D6o
zQdnP3#R~-NEas%w!=ROLS`yBS65%+3v+5{@Ld8%p4(ibDrjUquPB9XW`+Q(IQJj{G
z@w=znU;oj!PxseMU#&)Y(606y^(ANoVE7omnq@ra0yDKY==HiR=cX90HVgdd%jKls
zDK*Lo0*}De8@1fHUxjPht>vilnYJraOzd575L9f}m*d9OtV90n`C;|t^W}0_riT0e
zvi)u|fcdbzoUX4{mNUI*=M6sjRxwVc;|(KGvpB`;R7%c!l}ZNOeW8(!H}c6+Dpbpa
z8MjtsEgQMjq&;a@N7dr0SDSL}`S@nqxk9SyH=b6bhxK^cuRpBN600-j#Bz=i?rzrW
z72>^e`t3E{Llge>%ZDo%_1ve`tdBOfnU5Z?*Eh=vnjXln#kfNm+`Ieh=et|x)Q7w4
zU;p}7%f*ZaBCO`6TwykzWmCEFWKPi!AN!!!v$1$05G3)GO|cxzRoVY#Vx2nN`|fx&
z&KJta4{a8d^(H%=Hf#va+5^6Jvl0oop@LIw6r!pikz})(&t+j*Fj&F(%B2gnaxE2Q
z%bBQT(+n_(QA9SQ!7$QRKAmL3p*azB1Mt;S9z85u%$6=MS2*TuW(({`Dy11bfYSSY
z9Px~pXlP4un{8ff@@L2lpeHnNMg>xL$Xm&0nGne2BRZiVQO4q<W)y-1F7;1ke;j{V
zzF5zJHdru!#ezaZHxYwYrG^U&LVhd|0FBPd25Ad^7rr}>-G))0r6k%HDiaG+$Q5wC
zzy+Kgs{&4Eksw11;)IEX9U>JDXOtqr>veL9+n?Pik`W|u_~Zy^u<o7AilHD5G^|s0
z!$s7?vJ$_$gHe+KCQMZD!tC>Si78+Q0=vZY$38RYb;SaLL7G54AWf<yfpoEUqzGGR
zPBa;*tAl_Pu#q%0fIniiVANra$h~0T!L$q(-XNC>u&m#O`&5h#O1)CTpCaK09v<Hp
z2RQawOc5j;DPcEL%3~I^CgtHijW9fPJf|?h!c+>v#nNba5b*y|VPn++3KN<l*<_)=
zX{BN`G+~l4z=%+=$pX`Xznbw3J{YVg=mgA2Oa*jMV*W>zBesSS3p~CS43zjlBi`3a
zMTlVPBe6jyqsMUn)l1%SlHFHW{n!R_F*Q6=Y6J!N)t*st<U9plx{tjL;6HXCf~&lY
z1qWI%pjW8?=aOVG(LO-TQz0Xvi5*TDt_;T{A6dvkq-S-7AC;DBgF>#_-}y9sLDmK5
zrQ^7dqDUV%{xqU?Y!V^WV|7!C4p_16zIv%)uL^+OY60xVAcRVr^jP4Mc^Ek55}izp
zH;<eGWlv0%7@3ShC{+RO%&9x!p3>@$B>>|+_~O}o*=ltth}X)b`0C-60S^J8aPa1p
z`sm26J3;m#3qUB9B`+quLL|^ghA!0d0_$p@pGpEYlIegCr4$5i&~1)j9~9Dp_|;FL
z#U{M&6!403E!@RS(2smdpGBN=qEwuS6Br8oBmgv6J_en%x?5A}EMc3it*t~l8wy8u
zUcD0UzBzdF;&69cyuXLKxc~ai5pClVG1JruO+!>ViVje~#M>`aqMgGxFO)|+xVf0A
z5bLOpLRSPq#!{P$9d5s7kBLtba++Lv1Vmq_RtwEX=Cg7<#KIAv882YwXW=z3c)f%G
z2#Z(YpNs;$R|rs?XdK#8(=n^$6J$xIeT3y|Iy(UnU2As8C3`)&Phwglou*@q<s)s6
zcwI6+UzKpS)w=F=KW;XYa`m#+z8Q>1`EoNHYsX?(#p;RJ-~G4$^5gXN{T^I?5Vu~h
z*VEtt_w=`a{x`GUh-D4gnbmN1Gh4HKL;<=SOs8$KdpF;G{AIIRr#h@oZ=c1O3kKM3
z!2C%Bya->k3+2K=0_iASWm+v<wvg2vwwg20@153|%ZW=HGg!cCN{7Sgc=GY#uHS3I
z?|T1u_m+z7A%)ts0(Bet3{BAN`_`*Vn1xsK39cvdc!OS_Mxo2a=mv`Ea=H}0nT~t4
zQKt-?VL59LIz=Loomz>BrBg~a3W;7lw;0scquOP^v>dazNIu*yK0ICCUG{F~-KRBu
zj{LmFwr@HeVY}Ub{du>RxmonCrd{MRns3Q1R@321CJt)?wippeuiaS9M7zaQyO6vb
zG*_bzaQjTiKWWu^rTp!rcR%T^hom4Yi+=5XF}Rv_r@iuWSYujaUwJj_foWa#%Ci<|
z*4*>e<a*lOjGK>F<9CnO@1Gym#OjCL`}OkMj~_^ZuEy=>PqmR~R-47-YBv4q!~0Rc
zyI#_H-E9F`g+Cup0;iqN7NkTYLDWZMK9!jCIzb`u=f*0}L7(<a#<D7uerlwqBmUcJ
zcUx_G%SpzU$xLDqL)sdTC!KbOU11@ete5gtb|*Q?k`nxOCLS+jGPyJ{$P~f-Tr!0#
z3C|h-&Ugltz-9NOlB`~MFj%Bmm@)8<QJD<{74QYEMN!xmfdE=l$n7T8sA8{ohVNd@
zB870@nda1_r`%3!JYyVC>rOP0pg$HwhB1N>g9wVshiCyDGE8|8TRx}9ZM6W_5Skz9
zaW<Mm-T+<~07v-Y(ZMQs;-VqU#!QKLx`fVXue)9#w+impo(Kfep)i<N_Lvl@pa?<t
zVkE;Vg?S7)i;*nh_mOP`#Ds|*!~|V<G}`DDOgQu(NeGdlOF*$;0JNG-QHZflx8;;z
znhovC?*zysL^v7Sd=57|Q<kT#I*eP`XmI4p^<ojFi-`!Wi3WCj)X89ozv*+b-_r>8
zDvcm6v0+3iVaJ4Z91A@v0gMHXr#Rj@=&KI)@jL0UzMo$hPqZjYxbB%4At&gt;%klx
zc*^(p5hB7aOTzCmC=@4R5k_>9hRhEb;nHy)1ezJoIgY~?i@Dq!=BU?U5r%cj2ptz@
z=FuU-5%75r6M|aB=L1JW){!0t!&BhxIx+}U`w@AQV;NG)HDV?TjTy_CN`bwN1z*rk
zML2X#L@@k3XVhl{Qm`2`xQQ^Eh3t^t<tDZKcz?%*DtfSIA~k8$oy(3ihub>o5wi+2
zFpqLRlNPcYk+5`khvWPE$A?@pMofc{osIN?LJU=v&LhCTeu`!7Mr4x^&=I)|gC9^1
zwfIml6bb!7CZ<_~0<IcJt9@>~`^><Va`TKj{q~Djdd>mlGOogT!Tju@aUe{8hy5aE
zJrAPQ%0$eHjH6IzncrMSgf+QAa)76ux*rBP6j53f0)B6Y-iJ<Sv0PDNZ`5j!MTZnA
zGKR_bnOlz4G8v+x!$6YplRkN_7w>K}yB2~@fYq3wN}03})-W28xv<X(g$QS-tzyb$
zqUPxWa28$;=pV2t;y#x^k@dm^GZU`Cpx!AKqAq+Ofdn#9G@J=}!NH&n@-TF}?NYgH
zHk<QBni3;NyL-~T9gwQBL%M<XkG8gtrBd0E2(&5#*r`fp)E+BXJMM2w54MkXUSsRh
zNRLR`9+Nl_9Z~Q^3|6|m#mEgRjomj^v2(3@7g(!gpMC*eekT$!T(x2>WYwb95`E>h
zs^VqC3sTsjnCR2g14|Japww!kQs_^|SZJn%ofyK21`saToK~SYsnv#+S~;HR6wA3#
zsF5#J3H;DBVYS9AmaNxP3`JVxvF-MoLGR1;iblw5>ecG)ZZh8pMKRu&1AbPM|L`~e
z^~dS!2Qj~Vzwbm07D1{&+s|MA`Cl(bbMV>$t9{hyUQLjNnv*s~+v7Rm$NA0k!`ICk
zEY2EW@v!Xz(iejk%6!W2WBP)?9C6xX9&e{qYGyN0hdu6gXM_Hb)kw>BIU30Ny$P3-
zk9TD7OeC^G`@#x!IeB+~^K{1_zZ3eP+YM+f>uJA~P4+wOA+-B);r@ycVI7G2XxN$0
z`>V_8{ms?5-x_qQFeNBOBo{d9RjS2AF`Jx^dgCspuUxB~9QP{AaeLmW%(|8P)v%Nf
z-QFy|e7}M5#kBLhncU9nx0jvKpv6w}^jN<C`m?)BR(=D13yT*q%0Z)?3Hus_OtYK=
zWZG?1>6Px`K+6|q?fQDuy}g{QC;YV~%g1r6I&74vdhC}|i(VCbeY=!h4qMOH6Xv~U
zo`EezoA%wjw;ohG<<w=bHt#mLv$H|%-Tfs~<=yoPS3Cx@ZaIIyWO6J$-K?k}hopfa
z|9&%jzFR-t-%dw;7JKC)Ec!CiQ?u4&^Tile5%64<SSUh~av~CFHEPXfjcx7<Bz*@(
zaln|=#s-$lRLg}*xsuD3AcQdnl(6JQ*i&SL=Eva#EGr@wTe(~+K^0LUn**c|wVn%L
zCre{rXFW}-3zTRu@TnOIswx~uS0Pu#g645LnA4ECSd8j5C+Ji#CD4Kblu_FpC~SOz
zCOVcWO?oU|=k#c+6>{QW3{iUZ={fq+g_%qie&I7t@UexMFFX!`tBUz6g1<jNm*52!
zUskR_DH8}uPP{HIoL%%z`W&ugC}K7k=u#AHU4X&eE*$u<lE9D^;!*N_sAMD)QN#F1
zr%jR;LYlLZpfKo*r2GZ`JWM2Hy-3t%H1cx}${2OdR46KjbCpWIe{d|7u$@F>gzA8)
z-fl6Hh>t_J0Q~NBfe~YgiJ=SpLdfj`C-tdMTt}ff@U&K?%Jnkog}qpMu#Gvgv{2e?
zToU*IxD3vK(7TZAaAdJCA`8a4AA%O;j8yZmtutxZNr@Sd;87r_U;)yr)F!PS@rorQ
z2QnB75FxZGd_0E?DnLFz9U_I6Kz!!(Qwv`GV+CtLaId(gnL~8+2XWL>D!`ZVca-}F
zOkdmu+}Cgn-1^fK(Gk~(76FD!NUIt2%nxj4Ph?U=6~dUTlN5W~3{(hQ3_oEz-9swM
zaUhaWLPW8(Y;PM6{F&m&W7L9|#puOth&gQm3z$tQ1TF8G_FN|73$hk%L1%KY?L=r{
zhHDB)ke5AC+;}+5Lx<Czfq}Q=?P|uH34zV3RYV*{j|p4`QOSej!!6UX)Me07!U&O`
z^&(y`=2h{VH|InHSp4bKc-sias>KHwkRVZn%tpbzFP3R2(An80Luyc;;EThGZ_=p4
z785tmLju%lq)`YrINL^Ik3rKJ+cA?$suv&n%myO0>Vti>HQr(bif6p_MkA`WK^I!i
zP13zRGPx`qQNUQT^IQv{SA*e1Du=xQ2Mq2oE7W|*-AG510c=ouvw_xZhnHE)c!u{W
z!KsDegaiSLc>1k!iHOf;Oh<gxe3o=dCPF{CI_mMX;mD+DRCg59g*5hir=yaL!t>{3
zff!?h1WmiMx3f==y4hrY`O}|neg2tfcbn1c;Pv+5_O5LI;DBlBSj7)N)j7$eyIbrT
zK~k$E2d6SIcjRbiUw(8XJvanMff)?!s!pMV;g4e<PnaIw#L<>Q#BUua5BDTH+jiqc
zJ{onN3v(j`d%-oQW!BQ1DU@iW82OCYz1W76C^@B0OU;u-f|bWPU^5$3a!eFd?+!?W
z)tck>fW$og8ntvbVzng6CYViWhrLY3ITX%&yb+`EtJ~Y>%lUwov}SuzYxmN{W+c&!
zL>iIsxLo|lAE&SH_t^3Sx%KPyyLP$#?%}IH`;Y&5Gg~Ho0USS#T=98x&(0Ct#JoRQ
z^rxH4yPNBGOkX7NVRX_elEIln&xP9&B`kk&fwLzoIPjgNL>wb%!tE`^V|h;ML4o;Q
z?OeQ`jAs0P-1wjo3yCNJp~<*^y&Qe{mdRzfLZ2UuXZ_xKI-mxT9T{7(L93NZCI{{M
zY6^v-G3wRVtHr~^<7N$vqS<Rz(7xb(U6C=I@PksXT^qD2uoPy)IuO)BJHMQ?=Yv+i
zSz$;krvtM|7ZljtYVfccFn!%Ex^zCyrrk!fs*q5k@w3geu^iO~&4N$~G-^$I^+!q~
z3rPT9fEk;#(-updH%{7}d8hW_dhrZ@{_ghO%?3Ibh%g4$S*Lml?WdZjCVSDVF>76o
zo51jI7DI-*UMX{f%d1(w!Ywu%e)sN~G4B@Z*Q{47B(9fZn#a-q+NC^LFm|1&e*nJj
zZ&ut3E(YzN#VfwALONA1SLpPqRjcu64B|t`<6-?*%I2tiT#iQM3=5fLx7(ytC==u7
zNLw*>yL1V}qhaW&iD;x+t`z8OjN<;P^GAB!{*dBG%FVmIVu9-HSi8o-Aqn8Cl*@tk
zqGyvz$7(j?ce_)uV66m7#7gUNm48d7$R{!c(&T%g*IUoep<zHw)gh;Z!a=N67Q4+%
z#j%m2C!`0T$9bYs+c4dzPQ*|dl}hF)4DD*A+Kyp9nP4aA^SIAB#A`I{H2f|%|Ah=r
zFA~l#zsJk3bEVKIVMMU&WLt`=hN(E@!d{G3$?vfMfk1x0SSz_~F%>7xmx_e=HMA@&
zURe48aKU%wAkL<bQXy(|_#)NFQc_q}`rKST5emorVYshs@lc#NL&v(ze&qaEMHcK#
zt-&aT%i3eLqiKLkC8!8H!f7&db+9bpYI-e}xQ_?`1~xYqwNy9~^7?wMHUl;jYzjKX
z1qIO9_5D7F4YdL4M=nP1wiS{dsu%8kv+n#{bIJ{id);VL2px3I2&ixfQ3t!K!viD*
zwu*>O!cr1emF{%+)eD%J<mN6Y={9KLUZOm3OjL=nU8xx(S(YKH7zJtszN`bbkjT;K
z46srm%v0||qmWu82D;A3!G?&bjGdZU3DaJIh;%9yBZYxMqu~f+HW*mr30zPka}>UG
zgG@~3k%5qwZ3=p#h%(3IB30~0(ZtvfQrPFv9s_h@=E3`PDmnx%VIWE=Jv6JNSv-r!
z5*$!a?lHH+XuVL0PmcCXO1X4r8&h96=;zfX+Img>5M751ib>YIG)uA!KH9RJ$Uujk
zt7LR0qNFMJci1FCy}*%0bP;AgMluqS<QIfxnc);#4mU3d9E?M}^#a$~iR4Ie1ebja
z{YSEQz+j0!!(f1t&n<*@%WBMR(1uNCX0^(9X7K7yt;bTgR^<l6B`jVIF*>?*z|Hgk
zTWJ4kw_D@M<o@AtJYAdt(%56IDHg&4QW;VYPYuhuGdhg4r{p_47IWNB1o!-04HZqx
zd`pTp=yJPE)_|1>R)fdhc}_w3Y1CuOMFT-MUPoT-dd!z>*x}|<(FNy)Gu&J_0@@Us
z3R_E-^5-Wkh<U!%U|9Sf`_+2QCX^u*KCb@cc;}1H4zb(qyitk{B|H0{m=gP_aCq+(
zB6=J5uyRrU$QDwDG4F6!y1y&h-a#Cb3lT^;B}7CZDR#t-N$^&QcWj3$r6aXuPp1@N
z7-NK^xjX6)XLw7QE#3<gfNlg^BX?7M!jh5K11$^|uxxfSX$wM*Jh_z1vvlTU0c<b0
z7S4i8$>gNg=oZSW>57x=dbZe1=P7)IIDs5r@OkoH*k4vivLWO7zx(dHhxwd7ZjAa%
zJ_Y0HdN|fgr5e%Dppg9^|LsTL*AHZX`Ci|Rj~_p_D(w%COkaP-#N{>H;vR3WR7H$g
z;(2etMjx!k3lI(;-hYR&8iaDxg|Kht6Dj62lWGi_En$l#<#twM(X`J?>rf+|WY5?u
z7ZAj7gr>aiLO782I&%SEfo85mqFt{uZOx{@E(&jNr{n>9jaIio&vOB0!V1GZp~7ap
z*Qj$&$NyMPht%s#M{QvDBMhv40gT_S73g~IQ`s|YFQ$WbqlCNzDr_=nTu#YOR%Sy)
zuuLu$!BjTrvNsG3`_0v2`2K$J)!Ws>2D>{{{La;S!jy8ZRlNA=?=6PaclYEIdpFDB
z!}T2Be!G-nk9h?MH6G4HqQz9Y5Q{GQjjM6%vRALABJXZD*V8coRc!xvODJLG)oA$T
z-R-PZy&OQ!?>;OC*R#$CB9V<e|5<b@<63^&s%%D`RloJHq5_rx=Jak(IsiOHeTmzw
zQpD@l<1Z}6*W?^8$B#lBvipDsZrr)Y5H=dH&f{UMRUm0JacyCdN=74zNC++&avTZ6
zu+Q7=v?iQ<4~A?RgFbIA8AdaljmO1ocGB<G$_3QL<!lDfp0NDQ^>wS!j0Pz3^bdN&
zB&ujQNS6@v6>G`Ku-9!?h#7jUHf+GG>LPwGE6yMT459B>G8zbl{Xwu3_@FqRXEAyi
zO*Tdamow=1B2eM6KPB08VKPIc$J(XQFrJyup{ZkdQFBy<+{KXxm;tVPAYY7d8l{pl
zL|o!f5s2Nf#Pqv8C&wCY8^d7<>`yEaa#Q5vh(`kCydau7F3ijiKrNuqr&)HV5^O!=
zAwM-cnD*iSBi}L0g?x}I%wZfO0y@cnQym3~O%v`i<}~IdAXmv?1cZ?Z5Yy=iT`B-q
z9cPpx6YG<oVr!>(`uyVjRBu9^K!OYSb1~v3c-w)4shPoer?9reQ6KsQx-X?t&@gfg
zvyl*bSBSP6r`1EQlZ}$lb7be15Lkm1MkdZ@F?%e+P4d|sbWkD=&^W`MD}gk3eqq&7
zn8>zHqY()vE7TGw>p+tPBe(99gZt6;wqC`EsAOk%DiITM1dxtkQb;8;@fgSVQ!;3N
z3`JJ9yg<gtAQPXtI99{iU?m4F*<sLuVnCOmNa*D7kg6S)L<oRrT&P>ZQc|sQo#{AY
zQb~#3>y$mz{vOUx@`hY58W+=-&2Zwi7_g253DGIh)}%U#*ljSJQsQ&05O#J3tzIeu
z7<-|Dtfc^Z>d+r+rH3}1Mz;ORAU$yEj#Ycxh#^>*P)_0c5+P9@>@(&G1()Z%Yn34v
zeV0x-la*Y|CC`A<%4LvgvBnXsV=kqsnZe0Ok&s4lrj&6r5am1<XP=JvTt=zb-^GB0
zg`VsHvn7C$t<S$W+S)>_<8N9{6;#>!FLXfo(_XLd+@L<#b!boQJgQO=SPY9s;nr)I
zFoCtoc6I?KWFkT0*oAByWHHkhg+rss%<l>66l(rHG7;-wu8v`tGX<=+6ceER@`}Qw
z$4ikVE!IJvCX`#udnT~DMm?A^-Y3a`yOvGVFz0z#aNAQMx<yPem${AK-s8$ef>G2_
zlE03NYy_Ve{hL-a)rilViG(<nAl=Li+v|3xvl&1L2oXlTdiV7g2X9`=4|W-o4!5=#
zq9Ck__OO1vI^2DwQHqq3BcW+Xj15dA-aioS?tm7-;74(`Omx7&&pf6)+D8+EO~Eo+
zBUhM!ww=gXS;|F+SjcwYyms4MnMmA%G2nvosWSvp=xUtQpeNIw$<xHpWrz8urB)ts
zRnTU61@bZjk%20RL$Y6QO&aYE%f!n~uhA`r6SZhE>-Hp2sv%6;t)TC79(Tdzpkw7v
ze)I1i=Cu2kCbibMRP83xWuLzliIjcbQ7QjVfAiZPH;>=zx#b6Q<CBrpS8u=lv;XJM
zK0Lg2QOWA|4yujiVD`AW8@KvHtY5?Fdba+>H-AhY5IQ^zK#l@@`cVXn2o_`>vssf)
zJ73uB={b#Y0h0a!Pd*w*!F{q@s>x_M7HR-{aye7MAeGI}@7``U2t1XCtJ!>rBy}~P
zj&U?C7z0Qp4%#dwC-A>&g?_s}>h+45#Bx3&1=+<tQ_7EfZ4mH`9i2+H4_aY1qLzBn
zuM>WxMY~<kL!xMuQXnAK1QKtqI`w=d8(B>Ik9Ui=x3j0~3Gv1cPb~6QH@9mB9iPkc
zv!DF$my^!p?c{pd<zHw0>T*hAFqMtC2aWucP+y@?h{KafcZ$hk+)J48jxxo1v7Sqg
zo7LOPA!hqwqcCWczIlEaR7zjot#RPL-Atd>BS07ZO7>>f|8Rrm)?N&on;Bh>nd|vz
zJsrN|1BKbLQyaF*+=kh(^L)D*_v#xQc%$~?^^)le1@Go^{Ir=5dUdAEdb!+dwgjG4
zIZuETpL`-3C~~^pA~qML@VZpU!7*diD0BlA*-^%BF#q?v_nVt`y}{b9T86d?$-l-A
znZa1o(bn5;H{nPSZpHAMOH-8-DrWc}IrK3gRzjaO3Jm$mG_`@IX03*cDISWX<AN54
zL`H&;-5{Yf8W(YGTg_$<r`tYPCLObwE*QOR7RU=`{3H|!aX5gyjb~neazaU>`OFXr
z;s=wv9M02Y#F-1fjrKb|s0S8vIHsbc6&*mrDDENT$TZ~&xdRMfv<W-R7c>Xqw}Cmy
z8WH*_9i6CQtY#R$nbL^iW1dGYpaKsF65Bumi5K7_P##WC$@SC2NFprYa5B!Zm&7U`
za(e;t^MbdZ5qPA=2o}=`7z)#gR_JOxH)>>Z{>uiJd>J!az~%Khy%@lV6(D8c9|K-N
ztu{+ckeEP*{SFtiE9Ne^viQv^={O57V3-_3E9nFnD9{sVccca&n1MMZ+y~8-cpYw~
zY!G)Pgm7$BbQ`(77ArN}@DQkU4ALZXtiU#p!iZ2NaPLKjq!(dCoJx-nxNxsgyvW{=
z$&)oSq*=e6durzaG@l6+biCI(npk0_8qW}daFYAXtcOlPF`O%v%n1x#s>34?Rf5}J
zA{NSGE?`3(;m;w`DCk{GrwX}1@lwc)8dgZ?gsM+YcrBSbkJW;C($9tw@sPi%Qh6_o
zE?UkBJ5W!qQ88jMzd@?EoKlv(10-K_xMNc*Eovn$wNo*S4(^VMa!lrGf})IPINuz4
zG)eM|Iu6Y|fOwF&0eZO%A_wh1?6zoJ($bqLI`Yvti9n}0W(9Vxlz}qPNyW;8Jsd|!
zd>r~A?I6p*(7+p}SIV|uyr5KCD;J+~A3?t!OJ#en5y#jz`Y((I1(T!<&IWZw*xkXr
zglrhVG{txVLzmBTj{k~JE$C#tPn)eKsMX1IMq4#u0k!CWD}_JCtO7X=N~%UC#k)uq
zIgQ&)&SxheUsa#-wkHvfgOV+eS)UTTc}DIv<SQ2OrDSwiFJT3w?<wZBxi3ylVEJ_?
z%vxjwpvHNv#w^mU%Ys=EaWxeI#K%k2OQHlQ@o+e*)EW|z_|3~NPLCDh!%w;vt>T9W
zUm~bqP`rTC%0&mqvP1FSYxt`&(Y{PX+0cOsrmjkkbSXdBLEzG=Wa53cle>^c)QtKN
zIaD$d9||#o*b!d@9+gt@(f&5|6S-*8bVA-iz^53MGG06wz3c`fdN0dgICZ2)UD{I%
z6=Rfb@lQIUwaok?h<q3tmcvOaR~Xhiy-FkD@n?Jigs+U#iOVZ)x`>*LMNTkj-=^)+
z?fH{m|A*(x)vVTBcLu<|2ANzl5~~LzWq)W~DgV>|`<FjXUq6@u=6iidQnBnWzxmBy
z{HMQocl*v`aRqEnYy<r|4T)F0&L^$z<zT!R%|E{VIPMSGp~O6HuwCF2IY$m!OmT-j
zX18XrLksX#V9P%GAK6GkU55P?b6a9=TQ=Y(2ubDz=slZ`ayI?Vw_iOy-ap>m{_2-s
z3CPnnCaxBhIw(Bje&=dANBLo>81>r2PJ1L!-m3%ZcqZfZ5=2BF>89VTArmcudUYz8
z?Yp&Nua;X3>p&!0<upsl*|0HemS&^g?d^tBQ5J}>O0lnFsuy;S%ihEF<oWTc(`n4-
z6OYaK@?Za--CFkJyA6{LW81^^?D2Lr=+yeHGD*l`qfCKaqmTuH`YGudg!M|n_kf#0
z9AMa;cI&rrX=&DO<S%=zYr&qCAJq$A->)AR!>8qB-l|e3v>MjficSYjcwbn{dMIX>
z;}19Mcbm&jwb-c@I<?$v(0tg;HuLU!PN`-0YCayes@xtHlx!#0n9UZ`*>I4FCnzOs
z)yh;}A_q}i-t9GG@lXu6dceUj1W1-5$jNXt?Du#a)|0^vpo-B5-H};$JRG)L%~lOS
zN4Ht6#v<WjDbHTBRxMPEIhqJI>y<EQ<yaIafll=Lopd_RJ|zVV9^{Z(QYmBxoi?*j
zI)M+2({2+ECaTEUpESx)X`@cNjq)ED5H7og2pCEi00y7iD-_$Q6y`Id)oA8p`CO=k
z)&OJ2WM$B5_yr5CL!YK2v=by9R3MHWWGbOsxa?T`;kBOOhl%=vsFB#Tit%VJ8sfl&
zmxi+gav{uK>`5VDP)3XnhVdTp$M4|kjFkAmN~K~Or3+)Z>6G-M9W{yRi{Xt~g*6R_
zMV3CyKREMIu^9jOo>Uz(7!g0>jWpR27D!T*3CqG42s&L>qbWn#k&mMuo_jOHB3<4z
zMe;VuMI-b;agTt3VCXVyb?ArK#&mKyj_8EngR={ZSIq4zCKCAGS&6ccf@4PAFqkI1
zWFV4gR16RRJv|M>IP&>e6k=y$knoyFCaP$NMt5SA!uNz}9M2DF0xbG4te9ZMJG(3d
zk?*KHPsJi34;7HW*_=3wvY|-G3I{-kx`pgOw+jbHu&!FEZ2#p;<>3LdADl73s)~bs
zI39Y1ikk#4Lj3v_Eq=i2iD4q(*v`(xJK#4dSyn{hwdu7OjiO8y1mfII%!nDk3%eec
z9@>tC9j;0Rssdxr@xdOt8DFY{Ju{$r$sy_uV1KRnP>X?|1c6*^P|05Xn}4N|ONjKc
zCWhzFXh*FQ-XVjW&LepS@GiVDvA|u&W2O=a`K%ymsWurE5_VYJel!-2_yE&5^aGVL
z(GvthRx0{k-jH0RVsH2G)l2dA&i-p5xOb)oslNxK48Vd$CgKsMDUyj7ZV0CMQVJE7
zoP~zJ$-0v@`8jH#Qd)@lDXYTQ3f>vz`3_{?HB}b(f?MkK8?;Jh37QC4*P=A?aq2Li
z7wLtzT2M_f?-Axzi6xl*0I@PkG4M0PQ|ylMk7tu#0R_x>AMrVPg)_IO2&n2$o#)Kq
z+FZm}%OqMDHks!$F&e2bJrcn{7Ov-0jO*y7aE6zct9rdd?1eg@fY-x-bh!P7X^<qW
zWN%xtOWpQ9%r5qcqTM%m?A5HB1t0#AWOolxFs`|y?N<aLkEI7H3A@N06`Mz?6wV0{
z4?uD!K<>A<k9K!}SL|=URx2coVXS%6!MGb~+Gs-Wf;+(^&o<v?IOqMv%Rny`gYU4Y
zR8FnddUAsB#r#j_g3t@*@q%ZWfhjDNhP75TkxhAgS)Z>M43r7-Sj-U`9zCwS*PU<x
z{&J_>?%#a<%d6htvevxn3@+=fPBPUDM{E92Ba)amTmSsGf5r6my*_IHc;kN<k3cC?
z`1im14}bc9|LIpxUwJK#kkj3*HhT5e&EjfUN01pzyMuXe^5x_E>5z7t1m+ozj%+Ac
zCKbYwjL)BeCP9g?)0v|Z#%>2d!EqP9L>@19G?4bWx`lK#9%^P2Kw0VI=B@PZ?bG|`
z=jVsVZ@+oBnl)KLGI9|2gFMQ(#i4&Sn=B{eai`PAJzgnYEoYrZ6;~A41_ZEft1)ah
zuTaXmHNdK!dSS_LRx`6+`Epc)*#-Lx`+Xl9{IGj>cg<3gw#HGveRH+AU9e8guBY`c
zpI59G$HVq|y?_MuZ~l+}t(1wpdsqrd#(D4E!|M5QQz@k9!_K5z2c%y~rzqyjCBj4@
zf#=hLeL3x+U@b=-R)?GU5S}U!`+hmI9(Fd<{@vy9%bVr2R#^Aj_lwERY|NhVYTliX
zI}g`fwt2gne0(Ao-Fv&aykAZpHp^dp{Q)dkr<NadOKV2N^^AfcxEK5x*0by+hq&P8
zL-4JLUpy3zT9M!*nb1Nu+iKRUwMwO0O=nWoO1@qzKvcy@KOIfxL?nA{A_I3D4hxgf
zXdn!+!vW{yr7U2GEVbH$erGUfQ~I>Hq>i%HZqQZNgY`kbXCadd`Mkv<^>JaYfmR>7
zd)zi-B;evnA<&nK$AF?Dxe>$6CFA_CR>+caj6vqK81V?l!u~R#5;}kF81y~#o1Ca*
z_~hYynyA%Q9cxued{91z72G9bNg^D?<%7V*l%)gYE@#t01s=e5%C%j>-jKpLGpn=&
zGzkPErY`{I*kB?)H~oyDFlxC1MiFv_FdSG@7E@V<8JZ%Q;&9aDVllVbB6!_hE|6Ak
zlPMpMQuP8x6&3;N1cy1In~ZbiY>q7?*)%A@02z>spexX{qLxU7H6;~?E_c{XE0CWq
z%UF<!%Z0Vr%Ui%J%uWSjR`D2ICj45|RPpO5U@>U?W@{RFY%l<27*K!2?S`Jpd&g(B
zbW7!4wMtB&oJj{=&bU7y<Ooi6FrA<t;i-m(!T5)_#|ex=3)!Ce!GLL*`H(M;*BF~Q
z?9xhUzd*}U>y(NUiBv5Tv6IcDgcbuc_Is@kLy=WawK3|GFblzom%Mp-CYL&q1UdGx
zyhHx_wBLlqgv5mJ%gByceTpWDj|-z0lvMG~8``}|Xkx2I+hL<bOZ71d5(<gvAVArr
z{uJT?K6(Cr6!xi6&)*^12KS!$A&gVRE*$upgZ&ec2#2;xbP#qrlm|y<4NF6bPAXzE
zh?)H0_2+KHKj{HHe=>LQ%`l$142Ce9ZjFKu8P1e~PHvct1R{Pmv@8ZQiocn@aLqA5
zlEDNlMs*`aKN!66o3Z7@e#Q!tFJ!L6S1-g{Z!k4U_YU8D_PIuaU+xI9gjsuhrj~;{
z15d$>$5K_fzfA~2w)+NNEBe2YdqghM>B5kvlkVe}7(now3_pDN{*Qn2#~;7``swXE
z@d1U25?<su{W+(IdTB;5BW;BUCV1SZN&v!Pl7MJ&l*{v?r7a7nDGXaTk};)7XL>$$
zK?fI;(QG2rs+B5*R51~TJAn|&{yH1M*=Va}BD@$d!o}IgUz}67{V6w;jr(29X#{%-
z(cm%2X7eIigpifa^g_GP?(W{pS9`Bs3S^0+J?{01f-)hI<Y4<)a)g$3w70JmNtH)D
z><0i;5x9sc>5kF3c1bwWB6K20aTN)1U5ZfYw^GP=U%%RU`Qpus&-7}!7?Q2glnO+A
zW~<L+ww!7y(FXfwP^!H)WIc;XMQgd5FQ9gmW}<pg(f+BF^TKX0@b;vkbzHBuGwFIV
zQwqll!C(OwvEQ2pb7Z$v;P|=hIb1FdDu-;9Q1E&*yBp7j+1#c(+VqBvNVFA+R{j1~
zEVk}+{^4(aoW6b-!^`*nUd;N#-~965{`SxR>&NGhK8ua7cBu}1Vm)0>TK!JBfxNUF
z&fecWbz5CNx;bAXkHcYtcMZh*jMtByKI8YWaDpt62668s+vv<-4YFH5Il(Ld;TxG4
ziDR%}<hB55zJ1F8a`k-w@N|E*p7-w7llh=CYPF_=KE(S;zYXP{e_5l_Oop&kAIbjB
zV0=OM>WrDtx~*Zii7?e`S9+}yk-}z~dh2Yrn#C=@7*j<A&SJsfG@p%T(*gZHK)ObQ
z&SKWTo_F5gP4Cu&_ji~0<fo$!AC*R}`saV}`<vzH-TjKG>2}_4S5m!pdBP-`PhO(0
zF@mI$jdGa|pjs|5YSM^3etW;#%%E;%dX@Zo-0s(NopR=C*u5I}R*)rzjb*=i*=wwa
z-Q_?i47y!TmZKIE*T<(@OkB{tHVa_>!`l_Z+kkoO%O{ku_A~ylUS)kbe*18HceTU<
zce9+Yri4D5wPLze%d>>-bt>IXwa=89%TT|_%u}yaX47S{0Pi^hNCF=i$%Xl3esi_C
z-dsK0-446$=f~@Quf>Sf?{((WDIekQ9v*w0HcMaZ{R6hE^-8PN7yzBEH~Q@kDZ+dv
zTgnSlj1Ru0-;38hpXS;27W24I_}2uqkX#xSE{**x8Hw~eonE&?$x*=Vprr`VYcj&J
zFXCkrX}q9$r&`DX^0b<a<hP*Evv5QTI|C<wxX<n^<hFxj1r33`!!i-fsng7$Wes}$
zVV}_H6Ldq9bn=VTH6lF)99AJe=)vJlL5~~DmT<E?F7|z?U<fD#C;q@f@+k~2QDThL
zEg>#(HqDX|OBMJF#wWHRINKSJ_y+GZ4LBezf=(;dkn}BLIb&1Fz~i-nizlvV)ym~Y
zH3TgyI~}k9sBoC`v+)=!#h~30z^HGeY|)zVd1)3dCsRpZFao#$s=wwW1dSi7aFBv;
z3X&N7AbsgUr)C*ey`E||i?PsSHc}Rh4YDnu<^Y3vi*#yw-ML7J{F>K_7H0(}fCLR3
zo;plq9Dr2pp;)H^l7dlR$t2z8bB(YNR0v)y75r5h+e~n^UI$G#5&@TLwosMGoMX~Z
zK%+wVGLTqQ$l1!V6NDbaL&336^!kl-XXp6n5Q;uqJT{oH1rV3~xOXTY$4;-5ind-E
zR4O8q;3nWIXn|myogHnx;uwmR{Zz*8Qmx$I(})k%M~BM2J!&g8G<s{9G<3kez>R8%
z06^>)AJ8tuuWbGNr)Wx$xES*!TU$8x^=gInTt~eiaF`Q0paU^}eh^z4WG>O3-(-OL
z!f?VSlzJo2*%=}gHx;&qnfRwv;Qw>`@v0FYFshDmE-{ihbjL;&)^42MLjN@bDi*A*
zFMiH60`>|KkE<i=7qXja^k6iKxa=8hj#e`dX1iQ)o>8~0GzfoOg-XM#iy2kE{n}|d
zBOlak)*qf8KYsnq!}HtmbQbdZ4N47>4Fdv{?o=%~qPoed*I=zTYEEzu5@Dw7fCVC%
z1?Fl5+o<19!4q;SlpCQxC=_A_Bj4e+ni%`z^h4N8420Os*sAl!DZ~SnL@4H>b<2p>
zTFK_4^!Oq>d)x%o%c)4GTB70t=Vv$)kxE3zc&pBIqFo{6Na{#>cp!M}_vv{&R7t5C
z-#LdYe7JWklL&UNy?vEL%61Z>7sQoQrA(*hNg>n0Mpft?kR4JGaCAX;q#A0U0>{_>
z_A9AqPc6qS_QsD=O)KSv*`Yr(9iwNWf<ms-nY9LVU9(!4yUYY3p-hn5)sc!-uqELE
zcNm1_GJRh2R<o1Ij4RbrD3Ygi$>&WXsJa{(r#(yI-6!f716bbUg2H+~Ti=cr-BfN-
z?@Y_Jelpz*N6KDzE$Cl&+yD5tfBU2M^}Qcleh_!ydbarWcfa}XfAx3Ye)tv{!D})T
zCmFYUtI2|<p+=!R?F}!7loH+zx<javoRx>1HqONDI(@|Eh&x>g54Z^%eM51VBO45)
z1AadnNw+;{InVgqeDU7Lqg9MWQ$BypZO8X~cYl3%dwqXRcVg@P+uP>{8hA#%Mx#|J
zV8I_WD~LQzY~kGwTFukL_2Vr>*41(`t(S9Gvk4T2`FKF@c892Av)C*r`v4-E<!&_x
ztrP<4YT6T~FRF+}o$0hc>IjgB(XjjW?d`j}`P-ZEAAR%qw3(oBk(a!@oPmt}*&qIX
zwUE4B^)}P?yQ}e{S0|Fm9xxU5&d04zvyh4h2d&1q)9O`n!&-6JtbKU8!M?Q~53qir
ztx>4GnGW#MZ}5+;#uPX{Zx$aPu5M-nra5|lp0DRO(=Hq^>W&~t5MW%-hZK%~{r;&}
zuikGiSuAdrgZGcC+x2)o8@+qDosWCV*+?j_Tu$ybi_1xuLUHC$9BE*C@cP$lMJ!&O
zCJ@0WQq|?`lB#QhqO3$4<th=<^?W`b4Iehw&2kwC{pxZ?O0f%u2)})yaJ^hm1k~@h
zP!u7!UM-hEy;h3_{DXR>Oh~F!C{#*CWHrjNp-@m2MD=7olR<VW=CYX-^r|dh^m0P<
z0-2vl#OXHyzt2}Th2O+4Y`UD#P_b!w$jp+IWVh&Zq2X8r`#K-II<3oM0{(#E*=0I|
z-oR^&&|fNumCFWrfqfY>0|OXm${enZT8>Q~Dyq?!m_xum0Qf?J<A4SJw3f?qc!EQf
z3A2twpR+Z~MW7RYJ5&cJ(^S2PXT}8e7b%HrWJ$;O1j<M$GBt6?X2OYh-4v<d3d4be
z-H5r7+hAweXS`tNh&;kACz!^V$Gt$F!g2-<G#MZf9A=8c1{QQP-64Wm-4;YMa7-a~
zD4AfGvm3N5v?*p7%-(S3@rGG+I{c8uWIP)QF|Y~*j8M2;skY#^;Lgjl?@g97so$0T
zVb14}P56bvN3Z#u^%=-1HhKi~SZ>lyiC0+wy}G!VO(PK~TZG7%CD^?Z&lG(AC(4+|
zL7G4S#cQFD>S=pn^LUQpv45aEU@k%p!?Z6VS&1J^vb}vGmdJN^0e|6$X7_}93h=&G
zA{BgP3Nb6i1B9dPH*62F`V;8ed-)lifAaku#tF82xObSNc3*r!ViCDX^!g=iRh>f2
z%nfl1EXL8RSMu#QyFdTeWEHnR|M|{mKYRIyzc1f;&3vVoN!d|CP)CHJa2#<)uaYrX
z%Fx8rXeKH^5IX9r^*X?G<QeJy2Gq$d^qB;J@5vF}k!p$qU`-q!>?2ZrTEfcF45>8o
z8c%FGN)}+FnR&+fv-ru6w%<@(Xi$oATj3TXe}`Nq-G0N)k&GlGJ*gI+IFu`{g^xbw
z1ondr{Oqs!45Ttrc#CyAS6Ax~AHRJ2;luUaeKZ&n?d;J_NyDj^dZvpDMk#bHmc?Wr
zNM5vBEo$gVd3Y`^bTSwVRB&2|gwRs}uLgQ;$l>N4#0rvE2)Zbtk5tf~3AuQ2Gqxqd
zA$$>?VwM~ulRWuHBu8#)j&4(vku5MuOqTd=t9jJ#RR!OdM4?bP9oC%}FL)$HyIV|O
zaxo_PH%eUhyW46ReWoxac9^613EUEvi3nT@5pJ#>+S`?4d}4=iQ^9-z#%KR1c)jrH
zsg%fHhkM&f=@GVk@xc!9NzlXu>OrjvPlQ6jI8E@DW$2lL5t_D5mHiZ$iHez--gf42
zu&X3Nn7eTCLGZ{W(vwE3m(P#Nl@uo<!C=B+t3^ZQfG_WI7WneGs=;91%{R`R*Ztx8
z>0!3&q;uE(>Ac!#Mxt%bgZ#dFII!xp{^@`G!;jO~4`O)v-rot%mj2xz{a^q5_y7E>
zZ+?}Jr-OD^EnS#?Voi{CWcr$PdW;g!*AIiv5OWq~A{Y{QYkM!wlPuZ2J^;%JuQTO$
zL-!)*NHpGWy@-1p#aIBl7u*Rh(8}lfoXGoqLLYa)H=9m4JskHMAD(W%{_^?#Gu1ld
z#bij6&am5H1zAQb%OpmF9#a=_yA|vOws7qxZ7Ho1m5bwtTPP3XLA%DDu3O933#lO}
zrECn&D&fI#yN3F6wGe8;2mK~ZJ*Z*hQSaMtKj5gJ_RHUXdHc;f{QV6suv#rT?b=U&
z@_Uf&Z<hdOE6qZjz~j4zbrrB`v$$Ynx(4x;|5RyI=~PO+N@>`rV#U8-EpFx*=@H2?
zm*dvEyUopHu;|vO?drT;;~S8wxAOs08N0@5t8_nSJZnC#Cr{V&$7@(+<rRR|$r#4$
zY|vWGdtW|po^LPt*QeX%!_6g*wbg96ob~TEvl+VCyStu{?i_bnB<ACIdwZSQ`jXy&
zS*zBl6brcVVWVNYs^+q-68WIzdOqvaYOBetS*>lZt{7q`sA#QLCK(4{&$%!QO4w@?
z*1nVR^@=QJpV^M7E|+Djq9H1rNhZMs0la0z$^)&cR1m&8O+XzmL(_1;P{Z;WIQw8-
z3#f1mV98hre>;v}q5;friCDyIw~@1}=kr*9k*C0@a@?VQ8>}UK21YN=^!cHUfWOxb
zUy)6m(4y$^3J?ZXc&UWt{2WeiE|G#?8gRNYpZHyV@_L^xNx@1cmSCTVM1T`M;pZFy
z*q4)|B(ogT5wj3LB)Fzr5q&^d?%4wZg~0rbRgBkjiH10r17{8r97sB_56msBCh0f^
z!s#Tx$sX<OjOk0hf5?K~VKhk(jxJ7drWvtv5mZbAz4!ZwW?-rE!2WW%S&SCraYQr5
zOXtNIR}>LY5-_Rc9<!Mg0mBj|e*mpfx0m8n3{i|;u*l-Uc-TvI(RnqWXOWtTM;bie
zw5UXc4JpbJ<}|$VY`$<w@jZ9s6K!4)?zjy?fjC@v23o@>qnh>v2O6+?c33{U1?k3a
z&~nEK*&%Q_&b0XIjnqDha5&RFt-~>eU!4@Ba&I4dIl~O>aY2y~s98$X71nJb*238A
zF>$Go%S2eDkjPHNhfH5s-;HW8T$C(tGa>>eHK{2TIs#b1veIQFMoO+ti+vrMlU9xp
zr{u7Ep;C~7g!rTade5CQXhko-ki2;%+j_nC^Phe3lb^`;b`=K<MG{CCl;ChLgf4Hj
z@_3)5p$zu#)oO`jid)Wc+^NS-uhL3Hu+#Yq(w(h<#f0F70!BWRAq|`N>Cv7}b_gXb
z?6%>>0=o){Ywy)->A}8AdL-Z9qUVTxrAeihGdR8Y;wS&>|FZwZXU9he1oW6^08O(y
zW{DYgV97Is<YH`~Ea|g9_*eOChWF5L*k7&J-~RHK$X|xj6Qx*WIfIw0F(UimSktJe
zTxW|7jg6cvpu9*(Xg*~|A_$PgK#SrE2KMxnEkhWpm0Q?2q=WvU@aD|Hl*9H9L$#8M
zWI}#k_Fk(w8$nYATVVjn+s60rvISk1d^{L~W#@Kg!a>d<``vE0H;{=X$Este!?yqW
zm1O4)&lIahv@ZzukW|SzYRSw}KD57$`lpt%h1`=I9x!^Lah)pVXDo0bfNgIX)U38u
z6ml_iQFKLH6UvxMCXpQ-NDlTvwyGrJ-Irf5ePu#nk|W5E<QdP7Wm^1rDy8%691oaX
zdqPPQ^4Ep1g2aJ;;<wmXpffP@^bsZvdLUZ&n#pW6n#lPAX{R&mvbU4bJe>lj^Bf`=
zg-Qg63AxxT1&{CJ-IsS9ydu$At-bg(eN_S>Z27HNWYz8c%Rm3ikJH!pesK9g+<|_x
z|Eq6)^Z)(hzx>-@{JNaZ6TB)WGDICmt>J32?3C-j1Ao1}d1}=<9APmt3$=6(8+PKf
z$DQ)HLHT8Z)R1`y!ZCfZ5J|I<$93=Ldq*vqC`BSb!1A=ghC_S?W<sIy2rqbdvzq?u
zyN~NjJV@O}DbsJ&7Gt5Q`Vx?PIae!Yro-OlYz%?|6$__RwUCA>fx*60tzcZL6|+cW
z=u_ovyqt+H$DL8T42I%z*zV)fr-pmLY?fKfhBr4W8XL#M-Zx*rosa7G>k-1&&AfBB
z>O%mVEha<-fA*8#8#N0L>j6u^t7!)T?U5Snc4aKgB9#V?^kMsI*3U$P@lcRGAS_n)
zk(Vq?>lJukm%|ob{c)#pe~DpkFshf=gYK%|KnMF3>B>=?MC6CN_1n#AP|K}GwX0cc
z+-0*_=4KD-rS+&k?>83X7TZh^9E)-HyRV<|-lN)$TBXZzhvegGGK4m9H6M^rApF_y
zRtLRmF`r~5I_eJYudZu=x-!{(I@@culUVX%iE*z3tb!E7-SuX3wV6$4nDA*5fYQ}u
ze5!M|3PPM=Hom#O8Vv^Je5qNff=lHi8rB4~h5=YHf(H3K|DTDA+-keYQbjQ1@$4{v
zjrv0f<TN(&swkxsG!BfqO;&QnWSDdFO0LlB^clcPtS3WWeDzrRaSoewTC4FaL_vy9
z3(Jc#9kO`%tXS)K%_eqdn148$2%SU@I|d<4$PP-AaVdXt;G<$)=+wB)n3Mz;y4TAr
zln65K1+leLDW0ad(u2j_jw?PBMX3lR!{J;!o{hzD-7rVdl|u|4GQ5+OrQM$J(MIHB
z2}s+EFv+kO1qWfVVyDNoZZ@2$L}GkU%!j+EGzW+DGn(~hwlkB*;_%uW2x#mv*$JYX
zxlK^OnBU@f>>)^S#AKcXS<hI-_do_LFf>eN7!=HVTzi-ylU`Jp8*u=wkK2zAIpPy`
ztY(9rVKqlBAMM+2cb>+kNQA~obUa2!QjKH}X{?UAnCP@<S)342ibv{=hY`yV*otF`
zlu=E{qe*BBQW;cA1T>XMB-z=8#Yz>C>TnM?6ob&G*@;#lE{2mF<IbLZdq;D42z`qq
zBLFTofJ_DC8HHv>jWBoNV8`~4p-X*upauOZ77ISBV+HbyRSPH6$Q%V`3JVsdcbJ)c
zovY-e0wKXcW?*W<u0UUsVt3o9lAF~E&zV-WzspV4%OrG6Q)3OOReiX73fbUiKmEP`
z`G3NV<}~WTL|~QIE2Ny|0X^IM{BzmP7Ol{i(;0(0!9%1rz3d1N7!nGq(U}mTg(-35
zJr_zF*}9^u;IP7bPjUf!9uI{O_j~i|^FR25*Pnf{{qp4jem2nbLK)Dme0Td)Bw{Oi
zBHsPt4}bsjKm1qnoi`)~sfol;cli3%(d!qdqJ0B)^v^%Tz(#PgluyrQ<Ezcp<MZ?F
z<MVuVMbuYB_CWyxSEP}t;NwAiW4wVWLG+JsBH0tfTN*2HY!UGzq{;d_;vu+!bP03<
z5zGW=j#JkL^<beezClhvSTQ&AiCQYmuM}bt5WDdGSka;hH?oOB#5brFZs()8*B-K4
z^I@OkTzk1#5QSzrNTV02<lUDqK-o+7wh+D)l0(p5!fsJ6mK^N?_yX9)wh``}1X1+=
zXYW0jD@)At%pbGmRiIZAC5qzAbT`n*`Ci~g+?;dHIp>@sGSF$FC|X+56jy7>wRYL8
za@n=zl`M(MvUmL__Br6Mn5l8W;xrn4<GDER`QG<?-eUpkMK+ABSXL5L7iR}suLZt@
z;!=qgI}~0+gHnF7x5H-yOsmk@^y1a=_V&@%>$oqNf(OXwSBbnA_G*Qc;Dx{~;R?bG
z#-CE5^K*_gz6i6qK{RXO$iW5?M&j{61nze;T_^;jA+sfBH4*eGcpNF4F{D=~S^J{T
z&S<1^D5}?0{Gs>jH`kpJeEV^+HYrvszCg(vpk=!f^gk`ufB(1t^sV~(Mu?ZM{gb#^
z-o3m3^q>CrAAa%&Kh8vwoW)oTZkOt#W`8wAD%5A4!K^#JU)}XvLm+~52tvLRFp^et
z%xU+TbooetrlBw&|Bx^4amHMZBGV5y&_7Qm;7$ABPB`I!!7M<Vu^LA&Mzda_tMQ)7
z?5BstY)US^Q!CYqIff^te5%(h0Ua%8sB$auzqpOPR)xj9Tq;7VBNMZBl^w|j)?}lU
zqrnIDRWDGnO(At^z`t!4fq>CcT`Q+5xkx@8A)7=Te9-Uy{#PGvSH1gH?{?N%59<uL
z9v_z1x9dVa{hfdDzjVs^t8x4N{Ssle9@S_IYL|0Me7jbC((686Em{BLms_onnE_4h
z)|<slIT;2`-zgQA18#Hl=4x>@8I7Tq4SLg74bipeH~xqz+koPL;`Ma!u$;al=G7`9
zy_T~+yO>ZWn#E+NQd~{?sH~^k#iwr{NPIorUA?_qvW$Q{dv_0#gL0t;+_TR=-1pI`
z#Z0|cB(Vm71ClELGitXvJNMd<@JoeEfus{HeniDOb+T>5x<<H%tNG%33Cv>*Q@=kL
zgGwbuKkRkka;%pt!t!v!n0F<jB-~1H)yhS({f$<w#_}U{)?^|IJf8_0l7RFb>`>G=
z-9z+nGnpaNn~Fu?Yr!j{sEB|Zy(fcK4;omxP~_dCx-p-^uOx#NLB<5#PLJK<w%cq*
zvy+q&oC=eX$T~rB4+n|YL*72*cU$OH0WYAv^w=zkP#9$r_ISvK*)0Z|!9#9mA{2xh
zkA#Z{L3=?p_1es|0S1j~o!w}GXaSuJi;yE0qYdT*LI}Hrxf5cE!2+rY#f4VE&`A<+
zvzRe=XfovhCd8E>JZ8m|x|EB=xI)Mw$;k<lMz3VkP(f-PG6pxrNk>SCSs}$!39WIP
zSbH=vTnbVv?{T4dNb;Zq$yXCOa~Ul}tdUQ&z_|5Bvs_V2Gs_4vC__mi&+ry09;)UF
zXunD}kEKP}5)U*Ji!eWARtDD9tkJNyNJ5)60lP*>yvxsy2rnhsxc9n+z?<Jo;{E*K
zkn9#SgtM(pmIsM%0qxg_1sO&fAMJ;+$hZ%|gB8dIA16fAFW;0Lpk4qz92*Ga(+eXK
zrVwtuhL{;^i6q`Z<s*SOb*j(LY5KEiF3ob8Tch+FRs4Y4sAm(9kSC{6vr>hqV^qbM
zi;f-|48tV(FrFmBYzlUk9hN?0sN;QbtkeT3Fd2nK$Xya>AW|)iR}S{*fBfWke%m4N
zU{#n_gw3!rai(~XEM~HLxwp9iq!)Sv?;vZKfWKhx%MLL{k6B1$)OLAxq!k|_BN&|l
zo3d-vB;xj{%$8BGeJ0*#*o8B=p}4q!BP!wrIXgwR!7gL8#nu2tiWVhtHLAnu7MJe7
z_~dtf?N@g{`NXZ)qXRd7_qV_I>%aQ)x4--1xBj=2*Pj$Jv0k@vdkYQlnuW*iU}U%2
zN!=fB@2aE>!A`t37s+<k2@x~ABOuf;&;hN4f+4Pw*qBgVh@u?)8U^z&YDb}JFos36
zvsiI{ypMy=oHiW}a{QAujeD$>WCVsuJ(t!gq)8aZE+(hON-~s>_zTe>9kpE1q<wUt
zAI)ck4btT4@`a+qZh!UBN1}a}9A8UBM{=>?=Yr?OE<8Wk*C4I->DS)cefd&!z~E~S
zkw)Uq0Eg{hTYh$crARCv*OJ^OQcdXBJ{O-I?8`_Sf;HRQdHvBxY6;B)o2eilU5C#^
zwSk^WO%@*Y)QZ7EA$xWqX4HucHVUq>5cYFuF1h>xchCAQdy#yOfbRkQZY1-qOd(Ev
zElWUdXNoOpgC<P9l-U?I7@}qi0xWGcR|3HwJ-xeX4O-Fkv|MNQg$!#)6OB-~8t`8a
zCx7*qfA_8W`q~SZZ^RS$(U(8Gncw_>|NQ^{pa1$#k|E**+C(5+&z44w-g-<eVSC){
zF9!36tA`%PbG^Z7F%9lsNXxibdyKhU(7F9)Gazna#!0W2?jb>mh5hipNUL(qg*%A=
zOL*)lFFlgxxX)27Wml`|HCujPeaTp+->!{1&Do%j66kfCtHp>&SEr8jDp7e;NXKg>
za9(Xe1r1OhfD8lZE`ERxpmrtKZ$Qd|t(u2i(I}^>dTdwnZQ|*PNI4sU%D!IC0K2za
zjX(OsAKote?{3GG3a!VDn|Wt8ZjtP-*K6PXm*0Uvx*m6#H7)v;<)}3uv=%g94_eD1
zeL%D<<r(ZSlmkp(%0^1L1kwBwaW4{CsFy+aenx>2u-4(tYPJ}(r;QRRugB#GNY@un
zS7V`9s5fp`AJ@~>xW^=oN63o7-Eu@$4PGokFP`-bk8(DgkH~!uZsz!{c#cy%%6n|e
zPV+tDY|^K0>1sXArsAW~5DG*p5rKNo<cFx$pxe%+vW;r9kj?^!=rtPa*$f3mPKycE
zay};}cD-DV`T!>el}eRLpe2F(UK^;|fbSH`P(RU+-DVrmN3}@0jIPL9zdMA*ieJnG
zj0Pff9T?Ya0y!2-#3C8k`}u6h@2Ml;3fX4}MhG5mt5QIf(fEU?P6CC9hS1pjEg7@0
zkIQgySPUk#OqM|I!)*Y6ZP92UNRVtNKhK7vQKJGI%V38wj#;CE<iNQ#=y9v$(y-s{
z7ZPG#7BG`w$2|U^$457%oic8x)9-Qxg_cQ^%W4;RT<9DMmd_<_la<uHO|RuV&N+^K
ze4ovN8ON!LSQHt44lZ;czx)$EVHC!YB<}Ixec(J=v~VgcXdaXp3|I>I7*&y_$J69?
zz{4_^`{h)Ph(6;uW_Qe;*s{c06&BEJHuI%A;&8z@3Oc=n-Wfd+xYA4H+yzD?xD4DD
z0gfSzwvbyWMwnbi9=uJjVGR>71${|KI8-PaFBJ-fU3S0Kh!_B3PxuO5A^3yhbIw^t
zB`}S1D4jq=839R{V{C0G&rZQyoNU6^I^?X!{0E;7&ryDSEPHOFW<EwBjTsjwM8O;s
zpNY1%v|?JSx5+=tiOuitFucO@BSYoT2;I=c<9%iWV>c=e;f{jp0;=HDX_Y6(MA0~P
zo)XwTB-?*+y0rmYRWCVlYvdlilGX$UUk<f`sTXxZMsoG?3sw;+GZN7HrzgbnJq*ee
z5`tlD3jF5(`Y#x!p}PbI6vH%%FE14Wc1(N%nHSg;Em2&-as2Q!;g2D=Bzs%(!yWQt
z$Fx81(4u&XpUBViyzntuDnu0{OR)ARP7>%Gv_bM?P(XFm2SMMuh<R+J14+W8Hc8hb
zL}>}f8e=+lwE60z-}>(Ut5?`|IHABC7;h4%_c*MRaW9jOVbRm`Sgkcmm4?}1IzK!{
z#$ec?WEA4_v%^E#xmYF^F^c5g;e>FRz-0xHiuq!mOi<UwWloe51T1GDAzU?Z+_D#p
z2*<_dpv6x|j0rYDilPKxChUW|l7jJKHPNR)$tj+rK%;~I6Y#Oqfg?!_a=pIdFV96M
z<Ob-Y+}YgNfBo{55#JF7LoY5bPA^ymy*Lve?Fnt#LaXB;DLCSJGIDxiT*w1Nn&DE$
z><bVF1|okYI^Kg<COJ7Jy-#SL_`O^#0zX3Y0vnY3!tBcjB{BgF4{n~6)lLRq5~ECE
zkV-hrIJ8_Ep)S*|l3OpOW`)q)?KaSWDYcLV)p4jt#?5Xa6syD%RB5L?ZWu>k?PCUQ
z)S$s_Oc6x@uxzo!jd~h|{_xGyvfl0xp()k~-dB8~W+++@h8v;Csyq6NKmXQw{6=V(
zum6+CMsWIO|MS29&!7Lh|Co(uSq)ByBF%hxRPW8ZQ^sHPC<2dvx_WF>ST<~9y=7?l
z<Fjw1=G7gtIam-Ts6*I3V6lenPJ;Jt6H8>aOwgBPx6A1y9u{+0b0EK>{!GwKqsjnS
z{qs!btIt3C{KGrShC1~sI4^VpMi`wzh^*ygh%weEW~(_OOu12q(Nv!7Q6UvArsC)W
zLSMsny_UzLOjL8pW;q9HwOWXRT7?PUsum%X)^c&iK&USQW2DG_h|xK$&$^YndH3n6
zPs;0h1=ylrEERs|w|)aq>g}w*7`A|hQ4PuZWFZl%=3?ovr<{$$wI~<UNWOeB!abrc
z*3<5K+*;B}M6GtW0bY!W7J+#R8N21o4Vf*7uXv07Isl5V-aWp(#r$jYMWK?A`6}gZ
z7o+<n=-2+;^_0~87w?}YgBIoEck3nXNpJ3!Z|^CloW8kTet5%<!UXch)dHs!+J6gw
zP{3ACM!9T;`BK;$VC|7yeJY-)RqCvkH%evZcI{ei#5QBO@bqwV&z8VoIG@g#H?CI;
zwjFyN24Ay>+uL%X(Cv1!nKX&|w{M=N6Q+HgLMDr5BV5n_Ll@_>Ai*-=aJvA+Mnhs_
zs5J~qwjGz#F}Fr5xA4bIvXDtODurRY#^5Fs4S<g*LTwF&0YPNZYk`1|ULUm*kzi44
zSRQ<aYgue?u#Irzsb#*zLL$1RQz`*m5EZ5p5l|%O8mRJKn~iZ06_ETb7<`6BF^@mu
zCeQB-di~({A%me08^tns`Jl&3dWwu0q<1zJH8KTv=dze6iGBu*i+C6e%ZUAO(31ag
znGFG9P)5xnIeY_ou%N}l<{(>g0OY~cBh1eB_K53X?vS^48cZ}CA=nuGfy*F=hMWT+
zPr!x_O0*>eFg6w$g{2wMk?K*X92%WN&vvJSlc`Ok_2`)nU6R#jxIxMqdo=9xLpv`g
z<5c@0(s)7eYSS<?y>9v|F+dZc2;YQMhWA9Nw9r&&&_G1Tzr(@7)Z^?%nYH9#OD_Y4
zFC*qeO*0XCyIOsDdV2DD3-lAwdK!gT<r5$5V@<M<$al<2rb!|Y6WoYP%ZU=A#Yw<y
zB#z}V>Q1)kNfeW+B3(~~qIh?gWc%ss4e36-hy&tV=&nn#;4l*MXVH?*BjH{|XC^pq
zWcA6^Q3Ed(IrW#I|3X$1kCSi$>xa7YGvYvWMkC~yfgr1Ziwb}UDjMM%oH7L4{@w5V
zifH#W*)#McnrGwtKTw<=yY(z)%E{rIl;?B|ks+X)k|#x4o*|n<Ez^kT#ANG}-tc{t
zYRqkM=`MMA1mw6#L{@<?#R=t=$LS-Gc6PAGS|ag&GGOrMLF?$HXRz@h9P$WxWe~K;
zQ42_Ra$>@>K4*o2SRKa<jTjU^k))tym5)-EE52^0PpGrqr=9yZf92O+{od~p>=z&I
zs-+iFrgI0NIq=}b+&gLtX-xqoM3MjS^Pdk#17@@ii;2rv3|4%3VS&+V41%fvq7v|O
zl(O&)Uxh|3%t~k~#5QvAFqT0g;N&uaid7E6LOc-lJ89!$o(!mksn=(pe^#&6q!KZ!
zGgNQw3r#?qQqd6u$kQV_Om`(vy!N(aU{beVp|z|!6<7(JTga?3@hRV-1s+H%ta~LT
zVTUB`4|g|Th>nQp3(`v_VvzQVXNNEO;`_gQxU<FgV;)b$>EJq@l28^p@VkXf7xh?z
z`KWph+sjPk5-)hm<irsud1MI}7c$}^2B6^sHEGt%@i@eZpvjVSI^$Mb%I4q+L<tg`
z3|WUOMHtL#PQYx5C4PASFe}&Vp?EJ_o|GC@Ul8?G^M^~`Amws@`QQHb+u7IGU%7k}
zo<WjqPo@2LfA#l&|JQ%tEVlw~Zz>e+6l;T8w_hc1Kby1%c<xU(PrWuqRvn*(i~*P$
zP7RPH{3a8CFCxboApm|rfxp=m2v~)>Z5AG59%sVmOZj{Ww<l_|17(HRU8X(OWycdC
z_zm;`cKzFj+poU(aJ8Jy!6l5xts0<%TAN16auG8zACEMO`5~x_a*<_2VBLdGyImu`
zABJU)tirjwnvH7tR5hQjlLxD2Yvn}0RfO9B?~52!y%5hOBjn29bOEe*{|5bm7HT|Q
zGm;|WReQW$tk=s*rTD$y`i%@-JjCEf%~>BBDpikcI2Ny_aIlIj8?L5=xxkP%krRz#
z=58^_$Nb|)VcsdzMs&XzzP*`U&)5&GLY%l42w?qBpKiyU+WWiZYS@`~8&~7rs8z-r
z#d}<h2lF8vLxV-HezzJw-p;8E2H^j&o`Umw_jvo|hbR7cGauc}Mw500uahBIw^e=n
z=HX^NgI#vDoORHtr7RhE(p)JjoT`=ibc+6=#*s2dByEl5gG7uU>bL7m<l5D8t5(0i
zy@d@1^n*MXh26Y3?;crVSdwq+wCZd(FhIM$xqkoQ!+Lc!o6HLNY@L}^4J_?An_<1N
z!hG^-xwu-)SBu4RHZ5mhBa~~vIg*J~EJ`S@m`S3336M>2NlQ5<V65-)W3^%x2)Dy%
zqF0D3bc&6Ddt(@}V@Q@M=<>jY&`2aqji8mXPH5HZF6B~47eLODEBJ=L+!qTYd(0-a
zTuzuD(v()A1~;z1WQG<Z(qAtXI2pkP;OAjM5I*P3h&#z05z%MF#3(5a3CwJU0Kmo{
z(J5l;;55Nna(Hv9!WJa77AI3p`H@tDF~lf|UK`bg1Q$}Yw~y5&Wc6_~FC<us<j{a?
z8B}aR+L%!gvrk9DgsUxDnjh`VlNF+KgdCfd%=h3Op-gzbf^^iI>>7iP&O5mbLMcfw
z)-zoui$SSk!c4NL7*Ces>4?iiP>ldTS}x*)082M_08*=6t7dZ{Pdz~_!hb_}K&vo8
zqD+T$7SVUq7q}{c46jyT4hGF;EWCr4uOvsuB>XW1S@EM{iNPA1fTEop+2N6pr9U|Z
zE+N_9XFUxNmO@x^6x0!7Oe+>5^cY6xyE{T!UPV6t5L70mjocuKaX6(+x(rGxzt1f+
z79q)ieaX%lWq@uVa<7$%ohGe7l|MTPu>fn*;c22|*oI@^#!@8D!mha_R!Us|bo(`C
zC0`7(e()Q=t~fm)crO>0A0dBkgL`Ej6|m^(Gcrmst(5s_7(WrmiU%xUzNF`}!yQ=k
zz(|8O6A5{jUc)aU5YU1sm7^_>k$Ex@ug_D^qiq)S2%qDraYuV-Fg8_%HYGZkNQl{J
z$zfUG7?1^hl*%JspEJ4u7(Ds~!x|MKl^pCu{r++x4}Y&wM*;A0tfbS~<NbqAzW05q
ztFag5;u8=z&+|-TdqQ)1+~)+JLKg$RD#mxERQk!!eiou{B9)B!JRl=-@fcFdtdgd}
z?m{BS+PF@6LEB@el!bl4bzGyAZdG!{R3zvyxD8B|b%SPutN_G&pUn_*+eiZN`;D%!
zS|v}P#mV7*I-RuJtUDVU;)5OO8J&y>r_<e6A5+`JL<^?GA=WL5OLQdU(=HVj6Y^HH
zzxfh1CFJTEaG|4U6A*Y`Cwx7-lLv^d-PaocC$>O-z5IlNNaFWYsIbfFHW&cpa?M4B
zDA+fAMl;8ZT;Wh_Y)ZLZDb<P3JS^~1Rz(6+CS|jOOr}GpE+wLD4dp|@j6a-o`_gWA
z#^K^i2znXxguXHkM-C*5)g003y2;FE>zhfjT=55oh1#srWaQNdhMS>CJs5ery8G*I
zoyTv2a``4ahjtAbUHkv}FMs|&{_%fIx?|36Gy?Z4tyZDlt+v=2ggY_qj&2v%&{m1S
z<2TWR?6p}Sgu`#)_j%A}<*dO)N|h}+tSH99K4*%=S1`!$jch1LKN{8~X?#KmT-!3c
zpaE?%9*lZTI9{KBcwEj$Q<{d_O+*E(PNGWVP6yN~#$vx&ZItqpZfD%$mq~0yWn((F
znhn@Std=s*Ao@bDQL2@)&)fs}qIoKHP+!$T0xlNueM*SXPWY9S@;u$I?$?9Q->%-?
zj;^Qmr>h~@hv|G$EM|Y}JHN`^vFEs+b=TAO^|XtWT8-QDUVYdq*NYio59wHN4#lET
zMh+2Yop<WZOe`1mj@zY#$2zFx2<oo}O@2|lT}_3pMv(R6&Y+g>SF?jgk@ZH3DX(XP
zclXx=Xt5I}ii@{bbL5#Y3M&_oku+-aI=n$4Er!<%%*XLHaC??6S8PEpn$^O12!$Sk
zeVx!dmxJYEwvb6x@_7&(M6enN)k1;s7d_Ddueaap)}a(u%dD9{+yUVrb>AEGx}#x#
zy<R-rtqE39Tf`D0w-t*8E2S*6J+k_@cei-JZ6=7NN}K;_!(#1WSLU;+YPp1R2Ju?V
zW>{Qh|A384%-DQ7$DpZNDBi8-n2hm&r;<(1hFvoMR3w9-Y*ng6vr6e)*bPh-*rXw!
z;Y{el#pBW*eiwywguBooi7+P(!}IqkAk;>KA^st_Y+}h6k$go10YG8cG^m|yl!Ye?
z*+ZM&7<L1Sw{rYIcBKLd=|wFgcn2g32R4`puf@v1ik@gDw<Nw0IcBxSD{MrnAe2FA
z0A!JYVh%&hZe@AUY0xv=;O7CBvF%9Qi*3itbC{yS(jqIC;Nsb0gMrU>Armd~^8)*w
zlY-Ajgc73@nrjBozd*?onj8}zA31Q6W@t7fnUiK!7mw$XMo38V9+O$f<O?KN64&mS
z*B5bnh*+}`AaG*Uc&{e#{yK#Wfr=voQ-ZJ=7!c6wIFdrgr4=TrScPIaIaHm4n~>to
zF}s7LadEK2c!4k#`j(gCWLvP_ILU%l;H4%ukH}P<ir`3?<ly3Wk2W?X2ZxAHh7|#;
z8PdB@q$n^;FO;W;cJ?J8z=OwEDM|8>!$+l1Lqn$SY-bzq&#vJ%S#msO&5+3$DvoYz
zlS+d6V!IF$1#>NQ7h^7Dn9rz1UwQez;!{?tMf<y6iyn)R83>X_c6`XQ_}+JZ9USYy
z#wQ2>u=cbXiOGW<9iq^f-2rX|de18i<(1Wdu+7A&oEC4Yw-v{G%+tW&a2^McMKfc-
zq6^pzHr*v_3(7Nq7zgC6wDJqL34)fER%kjyS@hd|Nde*xf6J3abkTXl3kVF&siCh>
zMW2!39H8qtQUOjrHK6=*v&hd)N@>vR%I9-zr$i$msvfJgy7>5%Jx7K`TBRH~hC+PC
z6$fi3)O}hmFNEoq$xzKhk6`uJ0>1d+&D)>-n?H@m;^5|jZaW)BIXdBd_Ckz7sKISx
z*~F9!``D*V`JG;}VK!aJVa!K-`H(x|vE-w^5Nsc(71y!|iOeOSQMe}ZI4txJ_`Uwu
z8=DMS9X2Zvdz?oww$Gq@bQd-*W+*-*vg%ZE!8~jWq6HF5DUm4Hiv<q0w|DS*i$10c
z%w-C#1k~z2fiXbD5_-3fjt_TsP7V%_u^eB$*nau3_~<wnOEKLI+iY|@szhQKUjTl|
zeL-e3$v{jnvz0RV(uqz?EW#+|Od6?!BvS{S6&ErW366xevv?^MXK_A8W1Yo{;!0U8
zVVy2vHm7V>s9zPIH*K{5_<B2E&nvZ}&p)Zu$Hi(pmTX31;O<+I=)+|GSAX%>-_E|i
z3EJiB{~X?4-}kDmfB$Fy;h+ERpJ)9EHVv^}z5}YETcJRww-`*2Gpyo~RKoHq<v_v<
zz#>ixE`y276PHex3DYs`DMaI(Tr!~$Ly!<Vj{%?1{TlKoy&g_vg=m-$5f`WQ<Iu4^
zn}cBQfOAI?tqDp^r|nu5BasrEY9ZTi))6597aHX}@gsH#C*3+cQVI<rQ9#cGwF++n
zQawShQKvitm(M;xz?qErdri8kI}EJm)Bc;MTiEiGZk4J>F8bcRy??r!|M2tMhjsgY
z*?xBitU;)uE)}!i{g=Ozjrmri`WqUrYdN}(Xjh~X2>#fDcvdL~6oTj%>j2As`)M_;
zB*U|Aqg6=6{I-WR%ZsV|#Td=D#PrN1ulnuJ(0TO?12hs}wQK?@b-xDOF}a-&KY#l)
z8+4z909Kbd*zI!k=611~c9ydqis;SbJwrxnj2>yF<aJ++uVw?#tPnTWi^-dZ>jj#I
zj-phYElw;*AP=PQ@oj-ljCw=#(xBUiTko(t08BL4J%~qp-R|3`2Y9pnZilXb$r#jq
z2SakgGpv-@f9x>!s#S0#fiY64jq*Z$(Y{^I<(l={AO85qfAo`|^oK+E5=^()h)hJH
zgI=E?8A-5mzJMh??(>FFi9TVB$(mj<#mWO{N3gimP}b-rK#Z~ISIa>Vh1VSsfD#U9
zknBHRl61npw6H{WdctgqkU4-aq&og1;rz=B5mJZ9G2qrnz~>P>JM;;8EnGikIh~<4
zC>D${IwO<MqziLg$ozRd91&iNje`>)DoGv+hTyb2bWj`}lnN2Df;&NX54;HKfvCx&
z#*$krQA-Im1t-Yw&*N9p`Ynf&YN1*v;SVBO2<o837=p3+2>XH%J`Lc&C`i<EhJ_D?
zCM0#kUm>m_j}eTIf!TMu1cDij-YT?~h3-hin_XuxLzLBFM8Xp=qu<Ew^O}Il%*K;!
zXcF$?hk1Ccyzw8XI6xwtfeHCD4dY`-4HK_M0URrNm}rbwl^K*;bau8Ql)?ZfXW#H_
zXN#@Ci~U{vJBC6$06nKXiA*j!BRfQmA#LW2dLY|trP8BUujub)F2QtyTE=H#v!$m8
znL>2Agm@=r;xCc%6a#VZ2nI9RE&2KR!Is;sbs4p1Tib-P=+p+2#r>Yal6t+#5De_Y
z+3prYB%(gd%?O23;3y*IeYj8Nhrka_JqR%N`*1KBzaV&s05NByu~9FP{PwT@8V|;6
zQiJEhBx6`7g!#|U+5H4t$}OXmi0a{-(idrxi4<VikN3<9RtAnjCIdy-=tEpBr$&iJ
z@)%Sm<%LzNbOB6bAQlai*ym{?;n0n2SX>+*QLG~j;^-5XL!*Tuc1+yMXV9Y)ELf0?
zW%ssJCkGZGE)IbAJmDu3>n1hFWd#>3w|95_ejoL<T&)R?aU_66RY4CE30oT)xiTzp
zQHb_wFt4dp;Jsj9RfuwxE32!!pZ=Ra8&4Jy+P;!u5~qx{qFzTT;Ngvkcpao?<6dVW
z!Xlv|AMp^pCsmvAI&wibe?*DVGs5zS&&Haqj)R9vFB&2uL0=>sVxDw*DoUl&RC?`g
zzSw*H@?h(wXn%`**YVB<x|0n?wd|Z3o%HPJfbOB=11v>aL8apJgWdg$Gm-e{2myBR
zdXrQbYm!hVSRcStrEG{i+u`=!(f01%<|f>*qwUSp{rzktVN=nzX|TcEV2R^Gs2LK<
zkN5ye=(mzH{CqA+Kd}Qv(IRfu2xCBM5KFM9OKf2m3$;X|o}^~T4(u!AbQZzuVX0UJ
z)N0&hikpo&F7Ta>VWIMNao5il+R4<gSeaLw)j+rr&s=v$WuNcUtLtC<<+tkV>n~is
z5zpXHfA+Icqx<6@{)Dy1*<ea%3Q-o?g{atO^RZuTT}>9t(Tw7uPK|SSzretn1Pk+C
zzn`-hbXL?CdHaaV6>+$;!7!z71uB^-+77}p67Z^VPHOQ)C7H~H!$n+@bb>Sd74fD~
z57O6HU%tD)U3cnr(4j=@37j(pD(5oG`53l4qcF-JTa|35mg_eu(Z&ZPRFTNW0!^W9
zr#$M{%Gv0sTLJu4%s{5{5>H=F5g}=e$i<|GFvIK{wu}7mr=Q~6&EMUVd#^mM`}eCM
z0V_%qbJ^r~zw@hwWPtuhSQAgT;2o$~s;#F;5vsb`H>?A8c)DE+R^W0v?NnRE#QXad
zbp1gctX7wh7==Nk?z^@89HCgRegM(cq6M-^3DKN&f_m|K*<XxX*T}8)9IXA*)tsfq
zyX*P;r<-BB)U9PeOkg<9K(LNF@1Cwcdk>X%@^HI;x}|FfnUuf3zZpLRH2OU(jXcI8
zxQB8vkJCZbbvaw0|B*uNQNLd=Rj!G<O-H<p)6sA`o-|2$^;(oVa*16L^ip#Hadp_C
zO@L0ie!oNhjeV;R??0>-OST;s^BILi)No_xO()a!)y;4S9zRzrF@GDTlSy8i>-mhI
zEaY?i43w==hb7S*0WcmwuhA-JbD%1QT@VzFF<vve5Gw`Xd^iO7lR9a7c`*JM>5x}<
zTFtCClE`8h#TbX3K1N~uk#A}hQd)kZ%v4eG6lcSIH<5lfVIMIfBku0NVKiF_zj<u%
zS4qOlIOD)Oh1DPSdIQ3c0mOvcZ?iC@BCjQ6`-N^_CB7RudDgPX(j&0|Rv^+)ILttp
zq9Eibo`$2vU!lR2;tT1Ch{PA)mz|wKoY2WB=F{kT3eZX=7icyZP<)Zk$696aA?WlV
zrAWnlOr~EJc9VN?Xu;8|F(Oe8ASn=RLO+qt=rnSV1lw3=v-5m;Ua4S^(HVlU5RWlB
zs3a3?Vy65AnB6R6j?loNAV3U&v;u!jgPrOZu8eGski$XviqJcJ%Y%)VWV%i^H!e?3
z3EQwg=+vl5+8YJz81t^Pi$n72Sb>K)hQI-sOOS3tAOQhmpV18O3lgSMM*M~^a2#aD
z1YssRbL%uLR1&gcxzePR7!{DmRIF8^?z{#q0d@MaJ$f}LdjuO3p^JlEl4(T9zzzV1
zN9y3R2_Q23!Q(^5Wjr=UcF-ZP1wCdGaT<nB<jqdEx6ih=KK|}+GGX&`eRy%g8JXJ=
z@9on&z%9#<_qYXGmQbFIC0$yr`V4HvArF8e00Vg~DORiieZ@a@67-Us8Kh@kBNzuI
zx*Ci_z-2E`Ld`RU14e_=_73mG&Wn#&y7ZbfL7S0U0i0a5_$+L<n&s!0Cx`SBdNfK0
zCGo;b3OPX<^SK2o{<)YdBVb?a>+2D19ejA^b7s60rrUHH+&xMGR2L9d)yNVyN}k&s
z3`RBm2v#PC4ujgNSKr;<JihsGb@LdDMB`yUZCR-(b1*AMmr+HzHfv2jB4Kb*(tgLN
zp3R2bMCq9LVXem8P9kkW0>lee#mlc^)<cAtE)T+P4)~d~I{YCH_JBdF*?jTQ;m*eX
z_A7E)v<L|?`%_%V9Sy6QI~)8rtBzvYqeQ0{XJ@Q}g77-p1$Zk4C2_dD1BDf`D)u5O
z>zAdFVj7xGLG8ZW{P+jJ#MokhK@s<bEteWEkptd1+<f#ZHJwV<UgV(XaD;gijZAd)
zTCYLFw9`-2P<TmYKGtCj`d+QsNM~w^WF;1-(hlN823N)9N`pbu>ll0`g)a*zd*G|{
zdiVX+)3nlRM96&=nSGUg{$8PeJ)D>PfzNNQ|K>0M^4r<hH$uF8?VrSGG(u&4@%F1<
z{Ka42u5JSkHsVdQ9>&~q*yuL$<w<Awu)0}KR*X}+t#*n+WtS7GGv^2{_T2^}BYoV)
zkj)A%G6EjcU|_!n+5mh8`gZwkkoFV5_Ye%jg(OacamhGk#bjyF{^G;qXCI#KZ>~61
zkrHoJE7)Gdgo>#o%{Wj&+x0r)pp;8C%DGxG+Y%7&84?bJO9!nA8TC%HhyZKX*h7pl
z8OtQYG<2g_fY|q10*kepkJGF@Xyyn>p}rpP=<un$zZ+dm8iPir-zv=)<6<H6@$Y^&
z;<GWT!f;$pkx7F|uZ4JP)pEmb4d)TDce4b<RVHH5tL7T{7{CgGTX>P3YOYhwHuG^R
zik3sx7-#pZDM0?)`IG?~)2*w?kjOm(io_PTd4IcnAa5pALw2v{;}4JbZ*CSmNcJoF
zVWIHoado>MJ=`tklg?XE|JSQ8K704!!<(mvyKc9+SdQWNgPLE=W|eZ$?RGY5b+_H#
zs8qX+1}l&RrBGk>N);~>JvJYW5R6T#%FEdSiFpX9nf%Ra4Vo2}7uMvn4C{jg%V%=A
zbe?KW3L>BBtU$|J@bl@0g#58wF3IFGJ-flSoJ=Z(JfadKlEGT5PQ?JtYV1xn;Iekw
z-AtUCLMwpWFF*TiF_}&WgK93@EEbqhl``xJ#NuG#jixY7J`AH=UJWA=z1l?J$7xSR
zB0v?4Dq)L|XtPC6aUtkQ=0X|*T@fFb|HdR3*l0Kr329j{B$tlwW-_u40%c2psVbG&
zlop+lMSic%M3hUYi3BdG(-IgH6pPt%w!g=yE#$Vd+D4F!T}XkFY7%;jSUf}l3a|*)
z;%G}$$mFLYyMff1lSc(8Kno&L%ktwnxiz2`$T>Kl{1`<rWX8bP^T_E%B9oS<2i(9W
zOPH$_WDLl06oTaF$b6~7{=;Xa<Pp>cC7O)FFh-Gxe0;(<r_=<vT}&<9MhlLl5SxMc
zs@Fh3qIHNhJw{=KuEACyM6oz6YB~W;R)Gp@p#^}H7XWqy)$!Jb5N*O6+Sp_gMNa8>
zYZFj|QY04b9m>zdTA6fzV`FdQ6+4*7A;w1xrVw31*y&OMxgD4}TzB&4DAJ&vIt(3!
zK}M-mc|x!sMA$L#SW@mdk~}sU>yvOhw_XXfhqEIH5_DeJ2*!(!h`2+|(qD+(TA>Mu
zXR0_mg}|w0!)||<n<ZuK(y9o9MO;?DMF);vdbr09ru6s_arokQzAF}3UI$Ff2=Jfp
z?$Sy_evFPwgH(jy3LXJ=7M9le&JIhIFj0y9b56%>rCFPw0c(J|WAzetgh3`E$7NN^
zi2P+jLEdppUJl6Py=?;IM>{(xhl_(f$??8XDS-+Lo}G{zU+4$;R1{)bl~R`mNbD)&
zGHypNJ7bNPAE0-M5fkj<`C{?#^uP||a=r36Y{b==r=2lZln~}uBG-Z6(vXhri*3zT
zEbm$-8WQ61HVbgA5d}r#*;haO5qLej*%t8lIhffUrpAjBQjAC_)AR>bl0i5uL~7Z*
zz^)C_IpXFT#K1ZRaw|&1qcAb^vhG9}EFB9`>N*?@=||;qL?M^&Z*QInD~)^7vjgz;
z=j>mc5c(1wZZWxfC2TdaA}W*UHF&d(!cNXvfjrz(NyJEZr3lW+DU4Psxu5?b39&Oa
z9NCv7sK5F0#m0*lI~xMMHW`SRm1<59Sc+KH94e?>7bRjU+A~$c!mLcfA;;UtK_aMb
zwVIY~pl5NfjksVflgkDI<yfqp&Ba){v0D?wUEI_=VnLb{R%}Om+G)?Z9VM@ORII*T
zJuK>7)Yl+i9+#>Wf1s7h&zt>%KS0R%?|$*^?CWc<TfP}jpkOOBiq%gaKl_{i_KUmK
z9p@3&$NKfw)pSJ#(0W41XnDUR7{2b*5JuIom)K{5-7B0FKMi*pH3%0_&n#83MuZg-
z@qin$f&##jfd0)|7F_5!TqYnb;Sd%{E*51iZnc~)XJew^?DAdB8SQjPE)AbcrODV=
zb7@ldW3u`68bhaAxgbEU@+tCL&049~ZnWw}AYd?58Esw7dem)WfDv*kq+{7c2ogLK
zFn*wz4mZlFX|L8QCCbIrr=Pw1^zF^{to7l3GV2wp*$~^2lj)G$7fnN6hv{Z9U;`0?
zE6avY*K?xd@cqg2(_!??Q>}IDCH|I>R=<&_2y@h~jv6(P6im#>;ls2aHp-ZWKl||?
z^aQuGJs-3Q(k}<~ajW!5x~pC3)k}+U_ub<Swj;{z9nm+yv*SLl<$Lb*X11F3u@`w>
z*Q*h`kZ|<bp8W9k?(<LIe)|5+f;n2R!C<P}Y$AJrnB_9L)qGVg=0iR=Du|UUri<*&
zWfDyPYMokRJ{&*Z-O+bhua}mK1zQU}aMvg{ps6K5YPE-(YvyC@KQ^ij#$#kmCWGM&
z-;snE7!V4B+ij{$Dn$VT)~Hoh!0}OW&Boo`4UOkGkMq$Ow-FZDbToqL3M4G(@nFE!
zikXH$0;wXkW5{oUETM2B%o>)HF9Z)x8U72=bb&HzGI9}(zKVe~q5qm-m67=NIW8ps
zjh=!2&BP4X(yqs|)3Xg`w;1h=#r)K%7!Z3dtQK59hmBzrGRdsf^QDqrgxz)qVnFXP
zm;k*xO-3{r?ZAv3a5jOD@xX}s01d<a!4r&oeFCl2pl7!iV~f8crN*#}2^+~4&dX+S
z6J|13v}RjPS}i?yq_CiDF|Xs21eNuSAfT$-#*MIX3ACS`FJ@d8l}2$UHeRY}3sPTP
zxLAI)*eL$Sd&LO_y+y}22{BwqL@Bq=r_6)0y3`@Sp11F{WZR&hB?I7LoeXVK0iL{r
z_M$>66Z8bE1~c|9=W)g(LU*Lc&AA@wCEnR)OHp}x1i%4xba^J?>?ztmV6Bg~N93s6
z%*2lY9a(fqh?*p}BSj*@W{e*ZA<QD6tP?DE=yU|9*;6AV@6dA6L{F-Xml}LbxE74I
zxG&~=WW6A`@<&J)aK?zWQ{V_J3*@N@TTl)l{fusIFz*<MNGU8uyGlva|G98ke7?IS
z-g_-Q+C6yvlFsg(7av2MpmK<GJ?%UYN=3W7ij!k{v;mYc-NF+DM1~#7<41-;3=<YJ
z4|j9|GwOoj8|Zs8)}e@MAr)Gb_2i`Ak@mab_Ol4U1PLN83lt92t6F_}c)0s&WB28Y
z?N2^J8_=x%yn1=&HR&Ko<A+l41Pw!beyTb>!Wa#+D62TPs$?u+VwExgOh!Xoq((^@
zJw0CCTrvAH8+39)<~l8x32rN?EeoFxqejk}EmZ|(m5N4kR8!DFXQ&>x(X7`pH=fVu
zPw(E$W>YhL5Jn@pN<KazuiNLaMt#m)+@Fhj@)7Tl>(!t;8}+3^u58p>NTbk#)k2cM
zSRz0G(Z~imGR$MvLmp;)?e_*mXJTSpQc!B!LQlH*kafkK!|e@5RcFtbdYE3UJu1!x
zpv1|}79%@hY9|%RMTaa%O5la<?=lDG`b8=_A@6ta`qjzq_Rg!9@WJ*sUI_aOCwyaj
zXOr^ogF+<Eal!$^_9*g|be|9xRI7{tTeu#PU`AhZA#ai^K;H`swt78S4_@$yo31fU
zEt|tV5yoHfWYXcvd%QF}!mdwRq1@B+XwNwb;X4_KrEKPAB6B~v8Wn1-XriCVj|-)e
z$6F3YrnOc%6#nXV{f~e9i*ILN-wgHgb$=E%TcMaLyt{q-=l}PgKVCfroL+wICxg+O
z>H4RC@Z+!EfA#L+)7u3S;bzjC;#lS4(ONFU)jHcK0kg@Y(-Jxbqe}LkUt;{)XJWuL
zI|d5n7wpJq!$I=)5r<vCuDa>P5X%4Zxy%Hy)vDjpZ8IBv{{HFlW>w9zyi=kj2WSGD
za*a~9oX^1c>NG3FoT!0>b>AZdmQT{1O;W4fsAdJCS7Ow{ovh<mk{<`d1u&`GEH<i{
z*|<aF_Mk;*pPW2yX8h)cKvv~;(f#y+BpVfx;mM$}Sj|%DIO;1C550SU#Z?=32zNDU
z2qN(g<Em0AaPRe83`p0k*M#Lo2A;6lv|krY(-G7N%7}`UToi-w@oK@!<OuG4tNiX}
z`LLRN_2CVECHRVVC9|4zuovt3Btnez{%X=E)5U}TgD>B)TnSqhcd}j2vd@SE3oq;O
zmZUthCc1>$Q0rOnykYlJ0LkXrT<Ujl5>cFh$g1gB)Z=tE>W$m$8~zCFoq8ZJr@UVE
za)~q-HIBo6m;aAm>a>I}xM71%7e&o&OvfXxwaN9Zri*T~v6_w9Vz{BAd%YU=2jyHL
zmrTL9AP?4P)ViG(CFxTZC-4&+^?su{?Gw$bvW2kXR52P?OKe;MUCXfZ7!7z)Ww{h3
zK@kY~P{>Nzyxn9$jBzGKR%IZ#yV;<3L8oUYkvc`@SLEKw`ceu>v>v6TJijojb@Xey
z?bL8vSl;qk9T+h}!b%`K1h^ug0}Jefj^#wLn8K`x+Yj&oXAtrv8~qToqka!jXP@21
zc#5WD>FFujjIwWxMQ#MNg_HkQz!oEN?_kLhhAN#7M9V;pnboAT^rFMVtrwh4j;Tjv
zRgfxe_zz$+@kxOym_Ty5T|}XXwPSHo6i%l$9wpW!&x=A9)w$G0E0IWo6UynH0SJvq
za5lJcY*4H&+)3sGVW%4d6bqGh$U;2fw=%v65@6%|*+>{jEbL9rq^K`W*<9Mdbz!hZ
z8lR1ZxIc)9%7g=jIQ}elt%ueCkn(trq`8nrz!r$E?Y?{k;2r-6kqNL}Cs$-55uP$;
zB~F~jY{VO-%azxGv^JAEIe<`;5tET&ASz2Qa5698eKGfD3a7e|sV`7p3Vc1jl+VqK
z4B1GUA-Z%jMqAr7QIZy8OmrsDvFHbcv>;-xr6k{VcEW-i+l!DZP)$(9a0!o?P-zt6
z!yPvAb~j!KRXB%xblD&e_*X}-UmtF6;Bo?t;%0Fq!Ff@o#PrFjSCiGJ_Xpn!1t@eI
zX_SP@>`EDp+qO%E4}ghD=R-1z4+0i#%x&jc&?*JYBoRim+6*ccSw5m`@K-U&F7eW~
zUa_+Pq&@1gBj-XkBSH&wA-&gLgDOhfflB63L2Ez8e`NZkmP<j;H5)aeU$+kroqivU
ztW~KE8eBz=$;*((0eC(N+!y?X<eWxPMy$l==w1gFfxtw+fvjih^^>3d@lXHc|7f-v
z4m%4K8X@}Vb7LuTL1EEemeZkPED&Ll+{-vr6LOonwRABP9<(cUq8HHpk}-}|jP(T4
z&1NFcR>;vo*{#-E5HDns3l<y6%bo0z_}XHNftl4Qe0$tRj9T6!`MHJw7`;TO_hUwa
zn>dod!A_3$RkCv_+4{{_G!voFuxshlX7EKh5qY`Oy@S2iTc3RYdmA79E@}KsFpT;l
zP-oXD7)ZiZV@1~wU0HQ$ggYUVvua^g!CBQ=XmQo+ISfeF37fEb6|117WV)WpcCv+f
zDxLNE6E=In=c~~HLEXGjPxLGAa%LUQoQo|;V<VAzvwRrl%e`cFm@CXmm5j|<@`o0U
zb~P0K;(GoMzxdX9{JP7QZ^+}fA-__^$E!F0^*{gD_Ya@Jgdjg$N>cSWSdUi_C!Vg~
z{P5G?2O~NkEsEJ}CKfKH6MURGomn_p=yk+DxHQg&0wGq?*h2{hFeUL&QiQ96e!kCA
zISW&TSTy+j1FYl?2e@xn?MCI@6Uf!xm!G{^O@*j-t5m5_KA26UV}60+RZPQJV85@$
z+F+~7FOznyP%EXWd<2yMK3(V!YFFt4V$3Cs&l=@QDU(h{YSmn~Rl<jC)iU!@b=)mX
zdPT6SPfri;o`9Iv?w7smsbEJAI@O!It7^Tn_3GnT$nz-;71ivxRauW(G&9bJ#M<k_
zVe8$S+cB7h>8Mu&8Bu?vow{EKFGiN>)5nLe-o5G6veQB1b~*m?{r$LuJDD6di_2b%
zy-4)j?emC_ol1~mY(Y*sm2#S9@bb+P(8Pp$A&@`q0_Lj2#K1^JB7XXGPtul9J(~sH
zR&6yK-Cr#puj#IAvf~L%n=Zv%I!Uu)HkD%ck&rgv`ZB6ClYw~eb-8lsG-9VwBk)$~
z)X{4>q%0$@tM#JSZLKjQ$6cNfq6~u*o3d7{TraT{r;EwBkWJ2K6Mzzsu^ZLe)7^cu
zT47vPEapFa{^^i88f}oZS~4CdN5;+_=zG{-pvZEu1lc?kHIvGEDbu4HGM~9#&I@VY
z(`Y&tu4L1oSuF-V`FRSpVI8<l7N4DY4uLD7Ob4#Mm8Cx>VQLM|9Wov<&)kXb9&AAZ
zV*!sN;`1Rh7!3j7BBRAoM{b!eMW#%|y4*&yLkkUFj}u2W9-GqdbP=Nxz^#`G3_Czx
z_~XbVrC8#iSWhA)kQ3sJ=JN#LR9NkZC59eoHon**bQ1l-XcObJoRPhU!R0cV@i&2H
zFhJvvLR8*LzFUlqNQMd>6>_=wNv-@c;tNrk&2Wi`3u4Bq(QBj%s1(Ay3yaX{GOIK^
zeo|^|eZpuB+8jm&_N9%aeJ&aku2#H!h@zQr)TxKqpk*18$HsUK2omuy%s%7<*FjX~
z@zj_tldEBP#Zn~Fixq>o*Two6Ln^-1G%(5_cz7I)xs+@mD%p#HY=-u8(f6cQ0(YXk
z2@F1qoP5UlAoD^I#aD~O+H(k6)bvo&C)P?XFoyIfrITa2!udWOkswTAj<M&6BdHai
zgKuTXcCo($;vN(8bbAvSL+%|&7oCqzs&h1#xLJ%AX=(K8)QY2h_9EGZjJqA;-PcO-
z39wza75tionG7&ekO&uN$2eas3!EPSxR4T{+WX`aWF9dv?j79)W1qmAu-XYZUr5V?
z3*!ya<yk&NaznW%!p9!#*|9|?3YayJ$JjUI*Ovg8x|BIgIu`x*HePC^66NW!;^YX#
z+4(+rv{O2dc<>mV%-<NG5wpisb!%jPy+VC<fVGOWBi_#qVvK@PfkDF1{w=>a9$2$m
zB$8-kFP~OG!C2LPmjmsjk)C^PMvQEtZgIae5p>f7f;J0!oJ?`ytP+WwPN#qRZ~tt)
zUc>%+PSUdWp!M5~F_uqEIv^4xyBJY2<iv~YRkKvbj=E(qi8NK<Il{64iwzu)qlM3i
zMj^-cpD!1%ANByJh($XuKaq=$@d|l)u@RXcsw5(6wP_kUqrUS5t8|yLA@)F-ArtXp
z74#GUK8=tEySy*Y#1e_(;`p4RrPo{F?n!x_?C$KmeD&h{-`{%i3G+id?u0jBQ~<Tp
z0U;46aF@b_koAh^!caXvBf^Z+2lPl*AR&Fxwao;K#ZsGA8FV|~)mD?KawOKt6?6Vz
z!tN~i{6)VX(w9%INbp+u+&Q|#Easxe(MqN7XV>_T%)Z9C5?^_Tr<*Pg3Z-f|`Uej;
z|L`~8I*;EF_40Lp8oyLuZ?50`m;d;mKRkU-Z8FzK&0=-f#22IIv06<R-d;akPp?M8
z)?GUm^221d>2;)Nxa@Tkq|s{OeQ~|)hXBSkNR$gmuF5T3kMof)QM&B30Xini!Wo3^
z=R`QjK!$NqwUEAsHM$&-y$4)?qt<IQ3#kMurI?L&8VqeRC<o?U6b#J=9ayRaxWU3>
z2(lN+7z~dO2}JR9r(UcT;`x-|IU?AKxuhV>y5yI#^HF^v2(V(SQFyq&#(BJ3bw7Qa
z&3eUFB?iG_HXGL)l@~wwo?a!pUyqvQ6mTsjS4^cyeZf|kPrFZds~c7gTdY{3^zic9
z>uF~-=|S|G_V{m>7FRd3At`;5V(ez}$SL5y8ueL(e7adY-Cfg*H0d@-c2OvPH7A4*
z8DsM9{)Vv_eM0N00J=wEqOO2X^xI_ycWs_jDU0ZWfxy)0v-gkmVV3g%Q6qE%u~!90
z0{<@yN2^pruF!~GD(2(SNHQKvL7xDdR%eZIv;gK`DuJ{os9&v=W|J}djZ>CO*;M56
z{D$e>u$U{3`|Nf$5oOs#lzj(ys#l9uyMg8{EXI>s0m^I$Fvu6b|JCi?JxpBS68&}y
zs#qzT!V6|=m9Seb9$!tzjWVcJ$}?G%Xmo45XqeVby0)2CWg?+O2wa>A$|e*D5Tk^R
z$-r0;P8N$=D)r(lq;iZCFu}nDF(5(=ut>-(2(z!0B^u*nKE}u>&8Ds24>Z+nv%o)a
zS#50pQAV5%g#pEfz+xFu6u|Qtmr+1tXUj|_l?pDK(P)q>AWkUH&OJ2gNo9HkTa84T
z-HgQyYVu}!W>X<2+Q=k76JTG=M#Kkj2_%?AWQK9&$ivIdM5=QL0}4z-tz6C*>WCdi
z9w#v{T32vOc~bcA+yb_pP}Oarw}`@P0_SAdynKkbNI`wEr-_|}9qBS)MVZJTaTNnG
zk3CK5iBVSU!h`{GXh2u#2wz#%v?VH-;UHZ&h2@a4Hal%ZOu7WzvC+VK3!;%4XjV;y
z<0qRb#KLGE#Dg0otkZ6W52n#HD`l%ei;BYr;?ZL4(uv7$0IiJP0X5$zLoPcxMF#Lp
zp~AwhhnBz-fllT%Y029IEx$ZH!xqG6^cb|{qexy!507BFVh%#3V8;!Xh3w>zh9FA4
zS!4j@#S{*D7=4tWVnw@KisOCN*)h9~?9?&HGD$@j`&;r;Lh1BSA3>m!oSx8MbHR-$
zF63<3?UTr2s&;`uV)k|XdV}B)vo9ul4B1qoBUTi#GEs@pLb!K4FY;#aF_35AxgeOK
zrrZWCnhjgcrPKO_j!ufhsW4D&ee`>$`v<Q-{^)Sy1$bC9v8RJ=fEW>WZKV=62q2iz
z2kjyQCO&dr3P4xw`H4{mtN+}tRa~B*5l4&$eJ2NdtwwD+on77DWzs3;LJqT@m2IZJ
zj6?kn-fJz-1yUAe*|~@(&B~L7<yl%9_27S5q+w3GT1>zC@&oFt*XaRb4LZz%?$UEq
zIAT6)EguIu4Uh*eA|cyODO1bF#_b9>*eezCVLym4w$535CKi$o!6??%g+ymrDZ}*@
zOD`@CpDVVxh@cLeiwkxeA*o)RB6KO&+{A}v>+uAdE}H@}netqO$%w=vy#~b#!G?5X
zjEN)3$cq`8^z=wAmk<v-*xcB9@$su4eE-$=zb835iMo9Txf1RWhZ!Fqnk%guVN-+Y
z79l`CWMeS?bZoK6tk*kX&+2v0KPlp>NvN35ms<HkGm~ZKF~h2()1CJPa==(D=CDDV
zWcI~km){f8Y0Ex$KUaE~-*wXYMkF>ZRtK4U+G6kL3ZLEHl|r#E@9+QqZ~o?6=ke>V
zTfP~OzfdUDie#2<|I@$w`R8vxry>vvWi4OoRU4!BkjQ-{mAjrS1sdpx2}Yix8ED=V
zMuZ%8%m|1RK`Wh)R&p<1i;3=`fYS#1G3s&=U&%uq$9Z(v=~9Wii6|sUS%W%fla97!
zQuGgqmMahi?AyV)uP`tHs)u+Yu+_na%*9j52x&9W6U3+}SR_Z(sunn{3qM&%3(VDY
zw3LnKNS|h-7>?9+j~Te+li7G66AyHo1sb-Wu7|UJnNI4*$LqHb3s@6R>+a*K)2k(L
z1ffoVwAy<0iAFA=M|;>R2~qq>kETe-uB62(#nc0yU#H4=jX2rk19|xx7UhR~%3K%2
zTB%)uiBY?r!jxDr&bq@KY!*K}+`PZLx}Hz45kG(TM4J+|L4fq1uBM;Ay}nyf2U&))
zG3_?ckaz3p^>PI69z^`p!<w=Yrd+t2;4;u-q~LrGCy4vDASs!Ar73vCA7n`ZvI4(l
zOZh@77PFbn5FU_2WlBnt39Q3RGJ3Nj=HI(rubDzU++49$Ivb5{ua?Aw*pVFd!GDpG
z$BnGkOT~CNM4KdLB!4dE^Q{_9=&R={Z8k0|0uR4gySlm>jV7fWINU-V+E_Y9vWsz6
zzu6r3daK!#ZAw_CoYqOB3|sAotJ@xfGPGDe2NHpNdpVm<CL(FlgKi%-AEiI=k!(gC
znhJD-&0uC#5Rki?NsC0Pk;(|e>s8FbsNohs6Ijc*uB74_5S6o89jq<#B)AxQqd?rU
zIh}g5!yts`O&YaHtxbkv5pTe4wj;pkjzlAIr!1Wzr3gM5m1LIW&rY8Sj(sr}g$#f&
zixOPdYKWz2WKw1VoWzMpo$OF4C?K$yT#;9|>EVf;;-P3|66h=JZ~>#x%JA=Gu<`Md
zNGM^%b2}&yJU+a5@EXj@aQ%=3Y@H=SAv<G0k0%cg-vA2FL1rF-$7u-V!(@!E$)MfI
z2#bH!Di+-abIk1n^hz*{K^gkNsZp?=pYTA~6PlOdBe}G?LNr>4$E&GiF%hrjGte_i
zi3n7A#!77QL)=1o!Dx+m-J}ppDNy_dDk;<9D2D{$x_Y4qOha*Y&UnzIVC#_F9WNOH
zX$?39a8=9(8NsowMka@z3*tIf<)uj~5p8dwOI6|vfV2d<2z?>3DB4zt&WMwNcVKRY
z0K;g*;-p%d#5<O#_FM$@O9D_Gw7%$sS(9{sTPHrIx*8Z4)Gr_vY$F2mq=Jyy3n6^I
zg9}MuNswxC3HK#GIfAgkf`DLb(fv(YPe!BV1vQR{ZHz+H9gCJcT56RrN!ha#rgl=H
z{u``80Kub>l8@3WsJ)h-?t--1Jm23&J;K2dX#6ZrQl@jT%ioe&Vw+M+08Fj0Do8F7
z^*;qC%V3a@7=RQ%ErhWEizJx!tTkQT+)~krZOvoGScD<0RVsrX;u&rXJDpPMFlt;z
zwcn<Xg7>1*)Tm4N-B6wRaD{v>=G7#}2BR5aPM1*=wCd<@$VNP+1UNVYJJ(#YR$vi2
zt!S`rwFqvaMHQ>ZMn0{O;McV^%=>OO0Q<!mud!59ugPWdt<CM-tsS1G7>dLu0edp@
zr+gjmY|GA%HA)es+aT*{-&V_!V>_q#$QL3eU@(d?=mFC1Z*CmC-rya<N~UI%nAh>%
z*52kzzIm{<3CrSuI`XYoXL|=pe+Y^%%F234g^=DtUw~A^@ROYgP9kV6x;S}vIKUtS
z`%PNBU|e`EdFY`iW-|3cwV5rn(&=U@m2$aY-RFJ&oXefD+tXZbSgjemqu_Caz9))5
zEY_bEPt91i9**61yQ6FlQ}SUl{{6>?LLl<Pr#Jujci;9relx_&*Zx_s$kwj3Z)P|D
z*U$d#XHOr9YV*k|Br*i=J5@Sy7Pye}{^WK6mvqU5geVci3e*>*N3vdgpgcw+yh<N)
z3>%3W&U!Z1qWOr0oQ^Ia&qyFhP=`F2!=4L8a8J^aC<=ig4l9Z`>&4y8YAg^6gg7^Y
zCaQ8^8ssy{4s@*yJKT1fY}hvhmr9*BEU!kT2to=@J2EVv3}erswbBvqpk12uYprSq
znbfLe2zAxV>1HL>tEaA~joUdG(!~AU>hWgs;coo6?!CL|&HMTBpf;P2DONk!-BHP9
zNF6p40kl5dEf$nA7L&-cL8~|gThS`dNY_t#!q>2~8g?HRlY6|mZtr$6o%fr)S^?(~
zs_L>=?^QDhHVn!yKfHUmTEm_GK%e(`$nNCba@eco@IL`oFlbv0IuF<D1;qJUkqyv4
z`d42)-Vxq!zInX4yIJ6SqJ>C&L1`#u(?qFAbfCdds;n^b+~Xk+=u_a;bO14-0{eha
zrN%K52!(wC+`U3NSt}G;l?rpk>)DJ7>{21OT+RiGZ5o}~hWs@f4~f_nk`TJ`OxGrZ
z{^(hhB@w^zIOGb!fE<r_zev`t*Vm6vZ?kE7oqF&a;eVv!5sc7EHrs8~$HD?c1<=;C
z*CV6^EdeS8Zy7T~@LwRXI3KaCNf{mWD9|48zd)^GCQ{mHH=1bzGO5%^3tTg<py4Ai
zW??Z9UW5-K7Jy%qg~PAS8WW|xSQRuR(t@qQJhDceR48I$=$%Gu*yTrwxvhYm&aFB&
zD+4YgDJF9MLRyUNMe<jK-qjaU6PuM99Yz~pSX4fYO9O))XbeZfUi`&5dw(*~nGURk
zR!5oz7CJF4twf4Gq-a}!W~kJhsdQ2~3PG=stEjO)7yco$6nr$UM^InX)?jxs$J5G`
zbULfgVdmpM>Y2;=9j<`On~TJ~WZ`@)g2F(9@2%qop{-)ac+FOy#l|8)+(Q+nB10#p
z!{)QW5YQp3;*i8_c0$XXxk7dueG@5fARmgxU2dAc_$TF5G8YX|`&CUQ(g9yC%zgRT
zJ7%szW{kjFvq-5#ET2ebA~7sfWEBuQugz)Gn)DKx=IqRG=JDX<f{oHKJ7Ou4pbor<
zXA22(7bYWkhcgQrOs-IzoH6B~)d;#5nJb1H5~0WN{OI*7))fW9s!}0P-ONUALA<w1
zY~Cch(20S1Nl;Ko9VSSm*#XAFjc0LEvcFAMpPAU{&K8CvaeW~$hAk*MrPYXiNde1g
z&;kK7UrJnhC|;;9Iop&1c2$UWU!ufxl2ff1(Iwmkex;xx<)HW_<h7^+uqY)?*cVt`
zbP*gM@bH8s&{wZM`t9$69V1=OWQ^$<Nie9b?0%BF(@Q{pT_9y0YV0!uSTKf)_>vq#
zsHvdelZg0<qZ48UIk8w>k(58)-J=4VG?!W_qn3*11rwaKO9o0OPBYLp8r!J{wM0Dj
zWYEuIg<g3<SSuM05}bc{^K^B6`{waY%*U))l?*sb34cE7=~r@vXuzpcmXl#-&;Y?&
zrA#Tsf~^ZA1!WCPbm=f6?pTP2O6dq?tXxHv%N4KJ^Lq33>y3?_jh6)Kpru_LGsrrm
zNQnPXN>5aB;`B!VCB!($XIPWFSdg;wQw8e`C;agMwZ_zr4V2^U*Q~7aq8)8-Ga_UE
zk(zSx@!8hPk7?yT*?Dz#a6kx?i72cU9}{fh&5|=arJ@co##II~7&Dik7Z)-?5ED9f
zI(Rj-4C|<`t>*Hze6>rdSuEO0XEI)2F%(X_+$p;&?QkTl7G_^LPA)Ei09FYE`uXzh
zV9`wEN5%5}V9<<2tAXI{V0haf6#U^IfAPgX{lh<eJNx?D3zu)i6Zp}OeuP>9SoJ6W
z`=5OF_<?f)9#A3}9kTsaYT|=6^3~OFa<{lzj%Uq!vstY>4K}Mr8?af(d6PMzXq)SL
z(D$4mIG?il#TGnZy%^mn;b7e3d=7=WO0f{02(;A-45(hO*`xuYMD(71?e$_thfyY(
zrX!GnShG?ZcDtbIv&k^Ej(}BrjS6x4Tsqdmic7|r?a)TVgh}8|v}?U~8RA5@kt5a)
zEDWX8Mt7AHxl|yR^wsl`elxS4V#KB2yaBJ(xq04sd{{IGwdibEo6?JYe|@mKtyd|Q
zlP+IyC4~RmuU#!iB-0jyTCb76zagey#8q6+hGgNVz0T)P55Ve~aa~Ua?`~F)>p6|v
z4LXl9sgYm@)aeWwf#Z+S<y7fcORYkdCh@16t7<k$iVjQh&Fvb9+3kAv?h&-tf+^tB
z&H7=@;H`Z%pFG?wunQ4av+?Nd{ViQ2rA*@O-I`*i`-iJkD%NChkxMd-EKuv1NQ}CJ
zTsq5ZORzSRNYehZo=u;DT|ovQ__p`!CF_t-ZYgb~Lg@bXUchiQs;k9}o=rFp49Di=
z%*rL^VAqRzE(u#TakW~qN;#j9pzi_(>34cR{plYs=JS5H#dcw-RIF7i1n%g8BBcgo
zl?A0<y@G35&1R{%8+Y5aQYjt`((}m56=4{LSAxc19}w1-OiYzFx1*LyaOIe8;oLEx
zAV!5MgEv8biAWgVuNBH9^TCs*0z}W*sP)4K2sqr)KsX)+-s%yqm$Cn(GGfNyv#c5;
z^^sc4GP#O~J_3e-8H9PJ0$g7J#Ujduu5%krC?%HPVL#%eW9kXMB;zlghD&dt^k5c*
zJ|n$>=*uCf)#H=Ht?f(kg|Me)VLauwY4x~}dO2x-5#u|Q8`_LjM@})EM09{9ft;U<
zxg*3Oii_%PgdeFev?!r3FkdbcQ7)|uU(&z~%4yT6qqN(}6+B1QTd*U+Yj6mKU2c5R
zh}#Ez3{T&0Gt;|`lgo??`;UJfvD=a!Pc|5eI-ox}P-UG`v02OuG~sZh5Q%cFR8E8|
ziBPMUMY$#Yo@R+5?L#J>Tux@maMY+)bBcy1L(ycw;Zcds8EUx&>V=WpCu#+MiMS5I
z9>!3Nx#TCOC`s`yxUJLk{e4y)MKGWMP)N?<(u1QXltl~-BNDfcwrdPQ+(|+{(xU@r
zO^UNa0Qkroj7Ve*Hlhf&=guaRCD>o&+u0~I5x7DIh>i%}gJvZ~#_Wr16(CuUK~IS!
zgaor%E<4^MX3wY%#RZiMeZ|ka^&0WcYxeBuPc%x!5nx>6Q_k|-wL=eE<J_hp*G;RS
z6zdS02LpUeVMaRAlOxKcm}IiM3bF&0h@6Al4_Y6-DDgJ_i9-XW{}d7k5`vHttCTJS
z46+lmPL+srOopf>Z#0@~=HJVe)9!lx@h8OEofe(hpa}<j4mKtPwkoRyry6)@TBf^d
zy;9<{n}xQlLe6V9;Z6pj_gGA&V&SvTe;)?eWYA+Rs^2L2p-jYr{L%!n{IDE$t2stz
zxu~}S56-GZVAr#$MlQ!1R5lhul`&omdu`cNjNd7cVC6FD_V)Jv-tOMk0C7N$zblFZ
zSS;oBBs@<xPja+N(Kg-YlG6jMUTU(bVM0lYPYzi?=1K&D1b9{AVPIMhx3?g#9&T;z
zZ&IjzBBFxx^()cwu|zD{-gvdU@yX^7en)bA8pQcmX~_MeU9p3SQ*x*i_o9uR1Kw}7
zc@3n$6ueXP6tK9<TS@DE+>3g&6EkjA8~sW>!|8+C3#Ti^tT+&eb1CO`#~`n|Y&n-b
z18UXnp<;Vltv!yX)llqiI9Yf4op>_ua4ehcX|>)-7ykH1fB4`3>7Tz<U*8Dv^0j{w
zKmYm9r~NVggg^aP|N4u!pZOdf5=2pN=x%Y{t+rc5aPGDBX!fwYy<1*a3dFl}A*a`=
zC)+HLzSvLk!o3tg;+GLlsf-RFCfV&l`tk@8I~~|y=@8>DbJ_<8+RHXpHXfZ%n8)`P
zv%z{wjd%b4YQ;IaOlxzYfb9sNfNi=e9M23<E@6MCQO@EsQZqCe_E8!rFp~MhRs}7@
z1Z>c)R!fOyHPa|%W`icbh`0c36zLp9u7s<Z&|**?G}481<iq=i_fNDgR_DF)?W{fP
z7TVSHdOe-YMn?z47<O7^#%qNE@cd4dyw=0@j7ity&9u`jVEj#bjhk8j)2FLvqi{-=
ze%5bvD;c2oE84NiZuMGyl2nTsL{`+!^=x#@mSeTF9CYWM3jIWHZ>bOhX)iEic@ZFN
z%*Wja+`(awQla&9yq=72W-M`LusTs_c&K+o;pbCUAGtyLrsoJ#GHtbzKN2K79}5Mj
z-SN2`MDCZfWi%Y68V(|EuZ{#Q;|318NLNs_1yW?|#S~-*Ynl*N*%-yzeD~&|UMXf$
zY3heCHrLDfyT^xatBLW*K&+bQ9f%8DwtC|lVE268s5CpZ)@(Qg$DPaYei3QSj{6<5
z85Ba{4%Z7ATG44gZ&lEK6G#q%7ujy*QgFy3=<1ljWyLn}ka}V^Wz}ogQiP&FEQ+%a
z3@9R4C?D$ZqCr2n1K@Iag{1LeDACo(@9I=A8u10(Hsa|<ol?b=FBI@cLjgcZ7?&Xr
zULIt4xbY^ZiT!;mmL<B2m8*z=wtxkO%VQwLgx;g2j%+_;Th8M!(lOBClzK7K9Zs<M
zPFCSKt5QXT9i(6dQc2b0{^sV<*0%NnkQ8w*Er@uvm=Z(!xB>42D`TQTYMpW-CH5A#
z2G`4Nby#%<&P`m-<H0dxlb@V$X2*rsN*MxBQN(D4po{Q@N~AD?pclSsmW4-$wOPp3
zGU-O17tQT50%bMxS23Sp;D%f_U@u9ZyONBh0|D4sT=IBH$0g%Ymow(3U?Rd<I1>uQ
zJRb66$l9dG)ntD);GvKLU<FK%MyWdO4bss#cgJEJyfv@Ig39H@7je3iUOx|;(<R%5
zXbk3os4wP$0NMB%kgd<cOnZKShbzY=q=8zzvuj03?Ffa8pjjpRdzg|&Hv7b<bVNq%
zjMPNO8!w50K~+U)8RZhu&TIZ533(M%&;8x~m!A+MJKx>DJUtTaZ7D=YEKX7!sg+$|
zlgUnwNRcsEL;m4Sn*`CqOL~m_V?sr7Gxx&Qq(ghj_)AGVOd=Fb8fgzyDPY|T_d-p!
zn)toaYt}Hq!wB;-%{tuYePMvPx3RJL@kekHcv5>WUqUlub_aMC^8dyD0n(1lm_d3P
zvgpZxWkO+aRZP`bbTm`y4ct|ANpEbsQ#TuR`F#HB`liurJO6+7-m6Kn1U=9DBMK=L
z3?f8|BFqA7W~N<vpSIF_@4ffldsp7uuJ*ID*j*3{Ll8iK5JM5tjc$pME=Yla6+r3+
zH+oLvSIor3R?K!+S7l{pWuEh$_j}*xb=bMVjhD|o;Dgn2q9s}C3H*MR1t>`1=|WyF
zjzm(lM8ab<=ENiPHBj%!>yWnq*DSN?;{N{4cr?i*qh_4>E_*iQOL!fbu(zI%ahM$;
zP2(pZ?_tqaGO<o6SK|n1#h`1+g#9qh;yw=*B(Uyljk<!>BfSj#nuOx=Jvsf_Snp)J
z%DoM86R2T;TJ%bAb`mlU=z)Yv3C^nbW$aJ!)k}7^WV>6`5N)iy+FpaUy1uu*F5BG&
zbicl`v`P?iXJ`4v%jIWZ{pP>;jg6N}VLQ<e&KG80Kg{rmU3{=WK^BHE33SD!)zY5H
zn2m9chA<!=tz42PmM_S}{IIzDl}0_DXr@wWuP5jCl|v!mU3p&BPDeEy$RY00OyTom
z2AkI!=Nw<-iK_`(f3KTJ6`ZcaW)IYAJ(~QZpZ&q#{g=P{e){^>4=&%82SAD5@$~5T
z-+%q}>-Rp^K{`X&<-0mKLH=qM8m&U@cyfsA{^8=LlrLl53Ax<3T<q9%H5zOo4vfu4
zlaI@Ghn*`yPGMY|vmAk%NDi94R3#auoGat?B8A~YAlp^Or;Xpen1!dxs_Pgdc)wdp
zW$Nt6>J@OQ?MAiNrg6LaIqC?=tBSdF)NR2xVEUT$5TnT1HDQ3Y>g7f?$C443K0N$p
zB~7Ui_Nq=TOXiwx$YCQt>y?I$bfcKU_x1km6{*Dgv*F3CeK2Bd%K$I!_1Zg|Yb!6l
zgjzpr7Z)RZ{-yDtPPO7}(4LJN^GOSD{Ket)7=~B9D8w7#qaF;8Cf&nfm*MJcj*-4Z
z5%$rPg(ewBKw^z{DgXZQ@*QZ`ULBa~V%UDTJY#_evJ0gPrD!(lL7rGpM$&4WEv7&H
z@b2#N^6};p#q0J0wGl==E7}s`(Xdkk3r65HpGt(IVHZ(`SQNAuTRc{8P$bZ^V5nv@
zBuB%{sF?h7$v6!B(}Tlay?MZ(*QH<k6rGJ>30oKKkd0cIt)ehn)hj?G_(8*d_x;<a
z0}3*SU0nG{Ye0vfu1&hVQD->rW7qEuyIuBu%zpq~SvB(8WTpauF(Ne4ZD-;kO#4h`
z-C6}k2<|c33YZ+Bf&sw@5WWb7sS0I8;pEOvO@(V+%hpVoK+t*E%|X@@B7|f*>{jLz
zXcF?BUA8$C_kmZ%iA4Vnlbg@!3HyUat<D9Z)ax&%)BI2*wW!z6t5?1)!ePZu5Em9w
zSSAz>*d5H{%zJp8m|?JyW6SZooVXkbMbg*6GzEr2sBToK;@q-I#r;9lB{hk~3!@hv
zAvLYSt7}YL3~vU(+$F};WKps0Qla*cns?|K6ZYVPfzQ&4W&9NsszNMP$@cAn8_i5D
z3p*M%^~`KGVV6grQ2>;^QBE_mC+Ki9(vTNsej^%*2Mn7KL4cUYor{I|APXP}0uCpo
zMU!qPK~B@<sN(SfVc~MKd*x~fRUs1%<JkA=O?IUY%Oy*HwCH}Nz&jCrEaI}`2SB0C
zM<YI~y-m<KSEN>wghDM}#I8x&v7F9;)POs|g;gn&Mg8N{$@?8eh@K0c7Pi0=VF{}t
z#fAY43IwARXHWI^TG*_k2@!7_q9T}mqLG^IZRN)L*7GlcOTa0GDS^0Qlrw8ldjvyF
z3$qJZj83Ax<yWL56<eE%%}oiIsjUshEy$d#BMq{>y|rb;E?}@YtQdIqR$pN^;*+2u
z2-az&*v9bxZ=2+jFxXj{h?ON!dhGW=Fwmw9GWMJFREn{gaj)R7(vZm3G8uqGO6`#Z
z!aq02P7R<3O*fLwHTI99)ipMZ3|-9F+TCrBM(I?`9V%u~9`7!#0a(a@Q83Z@=uZ$q
zBr^pAeyUX6b_*Vg)ARGmbcQL6*EubUW-Wa~N-N5$9zVYZ^^)WQ0YFlgvYl<*_!d2_
zL#|XLz~BwB4Yf8Aj^t8FJ~5rl-@gBNbac#GAR7%+=avf62WrX3f(+8kS`nwUT}=BO
zrgRkcSAajGhDE%#RLDzk7|9pZSkUjm%*s{5zCythgX0V1J!B84swmMgSJmPz6g=U1
z*xM8sUz7*YK_C-pRjegfEDVoIP!nrv89vA@%wXHAE2MpK<1>|^cdf51?`{d!{k7#+
zubw^o-QWCQ#GAVju4$As2U$R;vKpqkk=(8j!QgyBvPP*O>d4g!XgH+EbjVczI%(3-
zCV)&@Oa^-O`i%HaB3+F}Q+T}?N8RpvJYHbp3IwVgQrzy(!<fI|51b7KSA^;d)r;YL
zRBH7SY3hd<$*Q5iuvq?!KmN17{eS+;_tV#RWqA44KaQwBcrrWu=H17ypWgfJY-IKW
zR>#@&aMA`TT5sg4i~jt4advlp-EMT~ydX-3Sb={7GG54LBS(x}@K1XaYT(FQg&YpJ
zIRTrI=_?)Zq<pSSz?T-LuV^kBNrgBdcv|%uTd&UzkE8SBqi(&?=3GrQC>8>+K*({>
zhNRlTT*N#!WHDLJL#JY50W^W+)vHsv2nV&;Y1in6hD}k-M!Ky6!N%F73rB)-qGmbE
z3^u4|7K6&Xj|n|`cYk$#KEGJBE*8y`Np0N8W5pUVX_bmEzxrZr>DjnfJDCq=gIcFu
z1Y2==dT@2T0Ih#C>$b`nMnuYVPG+Oalj%Lq`IGt8(e!96j8(6((f8^%lsNW<TL8~R
za1t{ZVMe4Td|f;iNDddr^8@Iq{nj}xK%?%($<gD@{bC66t2gdpaX+{@Kfk^>e|mk3
zRCRlGdU|p|RnVB}GoL!24^O6;?(13js@+aeC}u2@N}&0WgEQ4X0J{>gRGDy4vk~U<
zu#nHEQVdd)!SMCNUA2;Dk9jm3-<;v-X9i>9Yb+KEnupl!LcS&MFzyeY9$sIZofh&L
zjPmJtvQjF=BB8}(+^#j-jb5!x1hpHcwKJWiKOEFpy-Zkgczi(fH(J^hS+d)Jb=G41
zJ0@INV}1krS|NQ&2r=aKC*sLmDh1}9fESYq1uGbfU1k`+*i=FR2euZXkJ@rFf#)yJ
zi_KsOI~)YTg1n;K)Uc@8ZVNt^d@1AwBxwzLJ>+mftqOE{Kc`bIasi_klAzOUX2FLc
z>htsx3%cOsql^g{3JR$mMxDdR^}R%3>D#SnZXiz?{0QcAHxSl{fC)fvCa$%0GJx=i
zWSd*7&t8hwH!*q%>X}p;vfGuroR`f&Bc1do5}#D5ScyXVGRWk79?cCfzSCw!QU;HY
zzJcb31s$!J-Xf>bLepO&5TsUne^*k==J3)p<H@&o(72d95d-t_cs-ZZNW}H5pjmO+
z;%4ny1EkiHkpCoWY<KG!@-#80OR#&{In~+t8iPdU(V6jpWrIQ1YS4J&E=ML1;O&|8
zc>z<<OwlTqo5do{n^?cdS330u7-9f1C@mskhw8QV{DowDmvkzHHOyl?Gb~9-T-tOx
zf&=h9SR^6f`0YY93_C=JQtD7h?JDJGn(G=f31LI=%93ntP0#rqGO9!*UR%cB#mDaQ
zD>9NerqDgaD=(Bg>zgmWgp-eF3@OYc6Uo+B7|bBvYk+PoKLenOGA3PL-(Gq}a8e_I
z#Py6X)=H#8<&auva@2~p<eMvSw@4|nXLM;9w2;F1ag;nNyapxVM6jzm(Jm-;pIPTr
zE8-*w`1Kixk@9<?Pl}OmjT8X8OH56`X6b<5$9xXdLaVUIc7Ta^sfko87<Bn9vmO=V
zpIW3*YQYsa^PLtG!IE-5?Y7$vA>%C$Y)0ef>;`aqva$Ps8vMK_v<h@5w~6{urdcD_
zFZ$)#NV0QGh20P*Ixq@DUO;4}Oj<1y<0yFl@#E9mcbDfE7zQ$_5E!^b*c){beKO}F
zK5DolG;2r0?CY(1b--ovJB=Za#X)<Kfdb!Pz{O!(oXw;(nthtpsSlOx>?+v&ig#Et
ze(n`o(aQmAtP&7lxRO(du(idu(WsVd_V*x5xOr3Q)xhwPf(4(L2+Y^|HYJ-pUF%EK
zZEvnD?W`~BRnp~`&!2tq)o=dGe}OQW3Po7Q!?L4@+^UiWY=j(z%|4exppu0+um;yX
zY8d6(7yxt#iAa}Lg%oE#2DVYVJFd0siF7lWO1WH2Tqs?Qc)T2rltYoCKY#(Okw}%p
zv4THzJ)b?Dp1eK3J8n;>m0mlRY(=8;O1bR!&g%8Q{&)ZGZ~o)od_R4C>!+6Q$^!sL
zc``lx>6;H99^NKsnKKxCChMTu2Km)3x0<=?uz^?VgdU>#_@JCGSah78Fi#@9v#F;Q
zS17IHxQzjZog;62?Dt%8<LNCY<1L_60Z%RzplOKZ2x#t9fP!Er%dPRKhr?+!Xk1>L
zj(R;@-<ZQoSro9sXZfoLZUP$BgmxU7Z|IP&0sBJcqH3_vuIBrVO20+fP<Ma?R)S5z
zDZbEYmVkqO_S@&7+)w+pMlL+>=5J4W^-}8Q`t<gEb~<g`pZ3otm8*kxw^5wWCyi!(
z6Q<3^3duy2FqV&tc@K;J2?VS0ppcC9;7*KsG)|7Y9o$oAz$n_ayUWw3o8x*Rb~Nd|
zyS)Y|amJpJ=A%I!j{UUPAR9UFH3!Y=IR>ohkag-Kr9z)&uNjS&!w!4Ki=)Hy;{)m^
z8>PbGWc23#2IcDf<mln{`t9q-gW2d*7?q%IRHxkrOGzS+sZ11&FH<T|+K6b_Zk8c0
zrW0{kvx#s#6H7;fk(=u~T=%FJ1ROxqpC2D{Q=L|wK;rqq5x7=rhnjVPn>wVGl0k7k
zK@vMYJm|ICpUX6>{Fna`tfUQ+P3e3#V`0^6LYA09jPEs?bOJ!%CEJJ-5C2%b%(oCX
zEf+Hx6f>N9$d#D-KDTVM-XxaE#k!YzZbA}PE$juB3`!O*1TzI|vCEeP3Pg3a9{UYY
z1vkJ4x(nHH2kmZBw1B(yDg`r`)xd(!PTzMlL|>!{wh}waVk*f=ib_Y?TUg%+Y<!`s
z2!HrKZY!i(`X$>n_S7xA0fkMi678`e!f9rtDck8l!{Mxp&q{dlTg~h`SvWF8q2dY)
zHJKFq4Z56KB!2mmXR_@*p{8ejmD(Ty_O4Jk@T#H0X~AkK`Ee{RnFpX?QH8_mL<`-*
zVnH7eY-XRsjNGP>=oBIbblw3FgX(YA$rWHFU~qAohHk-lgI0iM#Tkl0sE~-kpwLOB
z%oteFK&rB%tff*3m)os3LJ7m|AGSGS4mY_-?gQ6B*`Pn^cISg3Caz8~Pn<L1c5}Hz
zC98mov0E_-`0Z|?qa1c+u|StGTg#~1l?{jZaZcKqjYb3$k^*Kh9X1QoDItic+fS<z
zS_%V$bZd*bl*b4$05cWTEGQH3Gr6DAjSU7cfT+w`j8C}k4N`<D5~G4l#Cl8U2Ewqt
zwhVF;2tWJ*opcA#gn0cG8rt46ZY#>cU+izK+BBHtr6^r;`W$JxSzX!R*#<5FcAi__
zU3$fG6ZgJkgCR}WUZJgVXu@Ex-rGTi)9h{o{^C?_Q%LpVE%Dk5iW;S>OB4^G&$}7V
zB=A}ZX6`ahfO^<lT}9zk<1mK=E8boG>L=WkfrjbzWvyu2Z_*0GGkh?%jT&LU%mEN%
ze>~_VaKt2LkkC@SmCtgO=>{`)c5yKpja4#089PKil_H5sEZ<#QL(&Y>?x2)~omR72
zZcxAzmdAr0P{XX?S%xy3VWk+g%lPo&U@);bP5M@&{_yzv=JxLO)0^A-n@l#5!yFLA
ze@g|YE$p=l8Hz+a6Aq-=!F%lGR0NAY(;X8sucCm{tWio*iKr5;+4dU#e}*N7F4Ci@
zRr0-U9AC0+`i53<qsigevvm~~^c!-~hEld`q1H<#HfvOr4ehQj^C8+=<6jkczgC{_
ztW)Vo`QxkQXFt&~iEgex`{MZzfBUyJ@_m}N@N?o8#?3`56Xl+`R><m-$`mZ1$f|+^
zpOE7|tpP%TcrZXW1jPX~6A5U<T5Ck&CzfcZ({a0_6lU~_RU?r?AXp5BiUEHq=w~Sj
z1T63MKb@RDV%BI57`>*P4MLH2JUNCF?r|S=T7UJYfAW9*&G)YR@5=1*?SCBgd}ZF7
ze0qHU&6}_D@eFU1fW=--<<Y(nff~8;xY@ftI=?x;o6n9br3&^Nl3e7usAdCjgyZF(
zjz65aAadhC#_o~{`a#@-{OXiT*uBU+25nZsbsvjz-HqPP`IxO9H9D-h-oAO9PX_?3
z&|At`ni)$F46uvCU}qNw_7nXFP+>Nc?6#}5TA@)dk9siht8n4*O@SdR=fHjzY3CWD
zn0+?kLyRA`OB4Vt`qfD*eRJ4smy?h8SC7{RcPIUeS$)<?9}bGse*NL$2BN)KwEO&v
zpA^z~ld?y%_WAMf?t<B{HK#nN-+**+d2(=dcKC3^X7CE&D!a4;Y8j6Prw2p!lK|+E
zv+l3Y1aQRZ;&9kG7_fglJi`iB%7D7RJUhNPKDs_RI-ZUmE>1D(Ki#079lU!);ySpy
zI!4XI1&5yY_5nq0d^m@~+8=bP!0E@s!P|!i#<sJgc?H@+E@=z+V#I&QGXg*@WN6j~
z;)Bw)n9Q^BwA<m$XN!qwf@LCOB1=icD^iV2t&qn~4v$Wcj;RnjA@16)PbQs{lL^q<
zW87s2GpPE#PNmbVFb`9*1SB7h#Gu<Jl**4NrZY%({dSE8sCuD*uYS~O`JCnn<&H>R
z!mk7TZ9A9D!XnFMlKc{D1;*eC%rTH<VXrqF^oQY2x;$>1joiJ^6BG#}f+c)GP^FAd
zSW^;ypIU~-1y9oKMc6Uhlp;Bnd*+06EDAP1<P};SDHf0TLpad-Edm^sI7e(KmKJ>D
zT>D#yC{n{MC{Y$$IvP{caZGm4W`}j@wpdsX?Tf`>Z@{3`GNf@W@3Pt%3yC6fWg!@`
zOcr*aETn{16wZb^4Y*Xne!NRLqaJxmxhsIJOmdi?;`Qe*;3p8D2TZ|A5wDkYbBhTC
zQURih&xVplfiiwJlqCz}6GDw_dj}S)WPMY!Cn9Lc(8ZuA3|CsUS}IYBB|Kh?`Z14}
z#;&MOC>1h+Y1M(JpeC6<Zt9TGlYJ?7AQOm!sqC<g@&%k49c0T2<bRI?JtQ0S<wJpt
z&y)0eYRPztAWS&KqRnp5q876Gjd+5CdS}}1=3rmw^(bsu<?#<t<YZJ)y<`@Onaot5
zlN6A#qD3ELS;?e_><C=}SO*2)U^jU9XoJ`fu*ONZpu}%3fAJ-qGALIJB>1vW{IIN3
z&n@3vU;gsP3@}tKGJUZbWC=(Pj?=DmV;MTD0<-t#vT|o_cjYBsEYa#KtA_2Kl9i%X
zx<fG{&lT2p!jG(aQNVVVUuC==_0G0S#~r|6zmJ_8|36TDemk^*8;C}V_UOU}=t|!Z
zlvE-B;3HTT6AG}yz!&e(#0{asqTUB&D%?*A3fT7U+6tRThB3bxjZ3T*Z)XB79If!E
z5y~jw#=1rb6iqDbw8i~yY<OC^NWQhA7H<}_2{a;uPDSC_XfiVDb-=QiO!n3{wZvo9
z8lDhd45S5_(s@aMJ|iUSu^0$Kl4eE1f`=b)+qkxA<kJKj(*buP=ncAU94CMNi(mfo
z4}bM<|Kcw%Z*F@1L9LvxX5y?DDRyMxNULMaYflHAyasqHWugJU9hw<9JIcR!^kP^e
z><^#+<cCmI!9-}Kyc*XCHY&y2q77Vj{9%_=qtGt2x5o^Iv?UX5d0cjf#l#hp%WOp!
zgEFzdy|wWYto^c1j*oG9bLAz7ux*H}q8-sTB~i~;UM{`(;>T*KEDerM$Jv1jR5p*m
zzF7F0!QmoH3NL1j+QDx@CV~aWJmxfNK^2i(f#>Em8<-w@wfYnvYb?(6m2x=B;b1cr
zZzhw4fG~RHu`(tTl}H#21^U?K?C@+jxm}!&O3h)u+6YE^sZ=kWDtWz^<Kh4LzyBY9
z|M!3Yz4rC(A6vd7kKp3yV%QvhxPSld_H89ovFl7+l4m1{M!q^}Gdxgb*uOkDySsd7
z)H}Ic(FqAtFod8>Xt6pFvgR6)3JFdkA%_#=3X8>Lz!R_<fj#1B;b@RXpm4c9FFyRp
zUmm-)Q6<>eB&#zWcIUJ4Vm`#Dijk>OES9o4g4F0>AXo>z4i0^&o}AnfxQ6}K2*N4@
zLAP43<k&^FYXSy;+~bY{pKteSnZsdy)W#}SfIczpRVMBHsF^wF6$n4x-(9}GJG(yW
zo{Y<9)5<|V-z-Lt4rwNwC>8P_{oW78!}fGkpA0KE7xUw37c4&DQ#|oEEG(x3$`%=@
zE)EYM(>Kfb@H?l6-P1!RE4UG~^NerKkB;Z#M=G=jUB2P|>Ws<i_WT&d?DqVeO&mK)
zR;X`pZ*D<t94~(U&BvRw!{7h-?hO;yV)EwUo_VrW%dwgy5&7o+66Pu?O;jmZuZIk5
z54Zhpw^*xdeSuP|i+2t`7mP1F?cGKjmOD$vTA9sb3%F*r+Q4StZ8QF)n>9+tE2n}0
z*1d$UdVE&Q=Lrp<vq4guj63}FVYhvAd3JV++}KU0W7F}JS#I2EBYLnnWzR|Z<EY)n
zQO|xBUF(3stlh4r<Mm>JR3>(^L7Qwuw!ng*ROz+4on{B^5V;J&t&-0}ZB52vh*$)^
z3Yj#Mm0BkAQG4g6nnlNc5NX9k*$PT&G_02HM+0HLhFl~he5>99z9{1JrwE%TlIciP
zE!&Uz!x5o+*hN81*bjM>q@)EM096N(4PbscmGikg0z(WH3#_Zx8wv&k9-NIj^e!eY
zqe`chE4NnG7&Br)^q(9<MMzi)3Aj;&T<RkMb_rcDpd@56Br<_ZDMaD6;VM{_YEpy-
z96Ou%z;|dJ5;B|Y1Wn8*vfWh-OZzy(Sxq7q`H_cZ?DVb3Zpt0_R6D3}T&h_1_qlk1
z*pG`0&5f=}gc(XI$%IDTSYnjvP>}n8&C;TT1ZAz~@^HEYbU%`YN=;)U%3C%Z%ZI|O
zZvch)Eq2B>yP8;;5$`?l3jTmL6||bliC8HaHz}cDNn?U&X7Zb@AjJ@}m?zm+GTmwS
zp^-B_D!dL4VF9Xz_+a=9I2`gFG%Jx_jCdubTwAgRnqF;IC~!=<j9T2()DK}EGiwd9
ztzG2~SbL(5d*tZ=ateqEp>c8(uNN~F`$y=k0%27qk#DRU_GJ#8VEYkB_&DlCls^i{
z2z*@dNTr*rR0Z)#gfd|4Bo~0L1AXN~w1EPtBrhr7SR;QeT6u-uNPD1acbBh6v%*5A
z6YXdzxRinG-!)42OcG%o$qJ0QntM(_02jTBl_EuuEa28x_zahpN|9*w#nQ7M{{($c
zxQ7x-lwc<4;Mu}P3p=cYG5ux$aS_<3h<=*AO>zNHVRZ^Q9Z7)rX!(%I#IpmI{DXkc
zBOv9OSfmi+*LevMa&+6!qs#;@Y$~-t%H@^G9>FO<C#X?KMuJ>sfCS;Xi7-n%<O9qS
zaG05|h$JI_{q$!)|Jl!fd3*Ozz`~b`CPVIs*BNwitr5t^e1tS;BZ46VEzqQraluPR
zm07PuYL143MxA!)*;iXDOQMZ+twbc<UXyIEk!}E*p_1-uNH=V4=;^XlNM(E5JL_wJ
z*<1ux)M{3!sKh*kt>qV@^)<=nHm)%Gx8Qm$J^ONVeT}uMn#Rtx^{;;PqvhvcLI7io
z&xK-cAvsII1V%yPD#G~64xQWzBN@gyJb0My2q|+>01cSj0h1VvvWOcKi?vs+PFo#R
z+*&L~t#&06YNQgCSfm^Y=e+Km*VRlU8i`~j7ON+-H;3mRZl69}zwYO1vvR8)O-#$x
zW+YMz1y6dN|NB4w%|HI*KYl-beMe@OZ~wy>cj?9%et7u!`s#H$oWh*~MzWSI*K=id
zj?H4Nnl7Ht&u`D~Dy3Sp+2On<P`iO6vA#Fy8NJw#U`*u_ChBy;w5KwLP#aVntX~i(
zDA&%1g2hOL>uU~NA-6N+^Y;7w@u+`$b&OiVlr<ZZ4F>iO7oythbg6-6;;L0JH`T$c
zV(LytL#<jK{%WsPIG8b0Kzt9voxt2R9W<dp958uw=&&vfn+1re>>PXb?5LGL7}k!)
z&BdSw`r-QO^zruM@}T>4IeIwjoQw<Ob{72Be6gU=Z*Aq(V%9%D86GeCxYKdYU*S<7
z^_ajeFIe48So^VdJO%1Ln|=M^EnjnaGJZ{uE+y0b=IiT|$17+MQzo=2UEt{yJ~0HP
z`>V^FlcQ<3cgf1~XmWRXLc8K@IJ&twxjH+zy*R$VI_HxF1F2O!T+AxP^q@^wQSS6`
z`gqHpa*9vu^iZIfGUQyGp0@`>mD824;EB(Y#02}_s?g_HX9A__F%}IFS|q=giN}vf
z9cIZIhUo}m06RHi1$n?Aba`>v?{<*a9<G6wO%LZ2HjnTtgjMFKhZtAPC0X_YSA)3E
zF5^TfCdd&00JPOA<+H*wUj$9iAqk(3kGgGKD0ugikq8ZpSgN?n<^(~uu~%!H&KI>(
zIp~34pDSike3#cwKO?6s6(ntFa6X3%@;r!xfY)OO6Gs)J&4MAB83}N>fG0IuOPPXA
zZ%qO*^LyxsgoDA5m0^x^d#STTOkn@$ce}8DabQQ-!OE4SJ~9|$rlR>BiYW!h9)~j<
zOK>?41WC8AkOE2A-UGHkA(5XKts7K62Ye%E1QwS#=jp;$(#&Wwf$AhI;DNKEkmE*!
zGr766f;0za0Yw)Xhc2GDH>ecL`3O2Z9+S<eP_Mpx$+;Mp8a+NZ`I(*Mo7?2(7`JSY
zF~p$P1vb7;vInP~%4xQlh$={eVEp-d;*j}B7#WAwNVGWmBjVIwQjnyj9g=mSyO4q!
z;UKVp)C`FNh6Z{<%u6nkxt7iy8*-vk55mHi4u^T4CcWei;;nLpEh+{Zr$!sHIX_=6
z>1eOWMB*7}W0XC`(wQ(@EDU%Kos{}x?45Ehwb(*3WMV-Vt-zF!xO65aL(~ZvryK!5
zbFiP4Gg9ga9_$0=l5VW(WP7kosnH~*D6Hh5e!YAqSzocpr4ocGh0LgAaNR(LT7UM8
zW*-aQb<r;M%KRC}J6H+iFTNM6yn1&7=M}3iZjj{T+KaC+GO_;qTw{b~9ob45aoYDc
zHvmfTe417Aq|XUn3}K4fkJ&69t->VRvt#*INNEM4FM$@D5Dn*&J%(+3WyB#lWHA+3
z)gURP=#cw6d!#~Ch@UFC&xpux1;U1L3eOTbO*psvLiwW%=NsWim=z!x6e9fR5)Mr?
zZuAg@2ff>e`}yIaNw0nW!{32_Wdt^>-nZ&CVZWD#cZQ{)&CD&(HyQ?`Yc_|xPP&BX
zgUH0gLI%}gX+q!`!a1&W8|8q*g#9lW2(VyW%nv&47LlF9!^1)@O#m53B?vyMZsP%0
z1q^bvLOTZ)6>ROfB!O8BvKCY|RskCU0i}xB3WhDL34|<0S%zdrUv`FAx%fa0qt#I%
z7GQUz2HZBs?&b!+6Y|I#h<KYDI~yCaT@lcG@y-S_*z&VyOlmvZ%yi2uua;gt`;vbX
zZLM$#Q;H`2tk;ctyH2f_OGp{mGzi6{O@%%MyOuWs851*LRazM60)VcA&dETIoS5*t
zM$PsNlSndEi$$|!M*QAxK3_}33!xwbSTPvrgNDwPilJ~do_f4^yqaI#%r9%<#H3hj
z#!^SEe$nIarqb85+5h%efBm2T(|`Vc`ug^dE#HwxVAk12t=ZG{(}#!m9DA9*(7p=M
zM7vNO)VrhBpqee8Oiyl3uKKMW&QChb*z9mYO=yL*z7<Ly7cvGtZzYe>1e-DD_F*JW
zQ~2nxQZtnHx=WF8DHf~Iks6C}{*7Wp>9m<@j*qBn?!JD&>?G7Qcd3sqQ3*Yzd71X;
zb_1km8;=!XI(B5uT3(Q|`qh&eJk%6is&S`IFrZe5@?{|IsYe|3YSd!06I=|M?NVaW
z%nj=4K`nhYZB4snB82pLUmlIlCe_PX^>SXBb~Bgfv*~PVvzUJHTmS0xV7wT&ug>S)
zdI5Cm)BO$d5fc<55gHv^#Ot%;pT2u@b9Qob0TTkaJsz;h9HFOPy1zQ1trEZj8^eQs
z6LUUN7+-TV8v(|@I-a9t{p{=4SLX-Vx>)Z)wnx`GKAPWNo^T_$v%1~hVm@O)8Z;@d
zY%r95eE$|W1lk(6JQ;Rw&KA@tHQP;<*^&n}-yo;}<*W?pw3aUrH%Itl-$$e3xZP=&
zOH%+`nCLnL5UI(IAI>J%XNMf(j=;;#Ca>>r`OLw12sxiZ69J0f<2fW0&_mi9P!iN^
zvsfhEfcQpDWF{6yx&w4T8x#^{#2<j1PgJsyiZO##bLnz6!^ju(coSiN%<rynne8XE
z7+^MQR?DBKwGx5&Dg$A_E8P>k+(Z%4i^v9&v?bL=funeHi_;(ZS-23G^O?#tQZANF
za7`P9BH!Y%JL?soycwXN**MiJ2DBh<7CSKW80hSfhpml=eTzv2(M!P~XV()~)6&kD
zizTTzgvu511!7^`)-KK|8kwAlj^Pc#0XhncNajPQ5fw{MqZW;dxL?}Mrr(WRwx^Pc
zd8xZhtR#)wuU2RjvOo~n+tVvGc2HijeWy+zKx#7rbTu$tXk=neURz6a1q#0Xkkw{a
zLWZXnP-3A=QEzaAwg59FlcInzsGzXz@9y$RZ22r-fXb#r5$L9@`~ZBhRwJVqb=nZD
zaBV?6M%1D~5ZWFS8cRR`tw?s*^_iV8+u#u-L4$dow_(&_OMEWo<_0stFy-2;di^#l
zeF?0z0D>jFL5eQ}4iq;tq+DzRgdAz%VSmT|lm(dw#KdPc52BZ3eS<fC#7%}&7qYXO
zR3qF`y+k1t5LA}1IJb9JUZ_Res=XZ|ia4_Nch>nU+LsY4zGRo2phKs|a&H&%k75w?
zBqFz8euXlIF>L+CSK^JOjptuLmH@lTf)a8UE`4r<F2;>l&zZqcsDRsJqGJdY+*3;7
z8UDQgl~QU5Minv`79;FrKE1+kRL7l0Ag&nWomvIiI>qiLl>}yuHt2SPP++u<g^*Gy
z00R9Xh*5||5b0Sr>t%beytpYc5#%6X-Gg0q8w88EUPk&7<ShAC?as<efd?zv!<v}M
z#NK}RaQFE7^pduR%VaWvfeHl`7M4;%4}u1IjL%8HM9C}IZK3D^|DoGJ52?#W=8?5y
z*o%MOpYYod)e8`f1HQ|nNfBII9-eB75gK)EF&X^qn-4$x`8R*`Cx5g!Se%?*(veFH
z*=;pab(D-ndmSN$oQhB&?sJ&bX0;R#STY(UWwMTPMQ792ibk@f6l1X8lM2gLI3e5M
z>BOMhHrKRru}UT(Y>GMGq}P4kD(<3&iFUW3P3&xLZ7gH9U#CQAbBU$u8gFXR_SWv^
zwrFQp7|AwQV2F`q$y0cu({iaorUNS-c~UM1nBE!M>3V<z18J5OWZdVcrOWU3I*m99
z6+xSUd6<uWwLYlSs?k_GmCDhj;`1~TakQ^$B2l1Tjn8Lug;1oPOx08AyVJY#@!7oE
zD|md<a$}IM-p!9vHfJN6xIH@kvtRw`fBJs<`i@L4--U<ab%ch^$-CP(-@N(AEMwD}
zAmf$e$yT;Fs<-ct&nK<n(fIiO;ts{84gWnFVh_S$nHoL-dhim3Wxc@w5F7La;YawZ
zaSvT29GQ(VuN(O*>coc-jJlk7@99ACJDtr&x!-Th=F{8T3nZZVWZJ9)V$XM5INL{b
zMmK5&eDb)<>7IruTF2W^OjBcc%(&35P5TY755oo|$z-RJqSl!}UmHRNmD~9g#EC_(
zdeASA8tF>fe>kYj+PP*Sx>$^FZ_lqzhu24)%X$53(P$MTGr(cB8YQ;B^)LT9EQ`~_
z0sA@%C<#siOU39#aUtU$z;?!}tHb%(WORNwzrH+syt@IXdV09Hxj4p$h785Dbu<N}
ze=ukiua8GpM>HID-`rhI2Cc=o%j)p-c>M0|EiNzGip~$GZ0qo0A+T}FpjHKLd?Jd>
zN4D|u1meVeHbp<{GEoh?Eqq_c)86$lGg4b`wwCF(9&}L)$rx4(1)*uz?`L3Z)k|DI
zvb&_wyIsk#&Ad82<CfpPzJqkZpamZOaB&0zf>k4*m<|DsoglIGn&s2OS*r%zgEo>P
zHIPDHveQjP8J`+(VyFCHAr04ye+P}*s5MDD(ssl!#u+>l34<rfCSnMc6iPzUpY&Sf
z;z`Z7t3{r@7zA)$EkyRLME{gJm0GV<Q3)h?-O-oST6D7n*(ik~9rSXR$Fofp3s?q?
zTpjcHL7_4j*!9*Jt<y<ZNqiebP+KzO3p3$|Lo6(~D1d{+;Kvk)R)f6+%evd@bePFY
zdfDY+vmf;aVSrlv++f6JFsUWbhqSETd`=wu>J(sc7mQXNcrL^@)G(aDvaQWrIt^Ef
zu4kcdg|2D=F}hCi5XF(4qzH&{w`Ds!1SeUgAy}c4VCDh202`k%lBs|N8Eh^K<}s;k
zXX%wgt%8MRR%wEiz-VbZ!a<~C=f$i-8qo?{Od@7bBoqm>A5|(~v0?rp4(7FD4A7w6
zh3r6G?371`ZQ%5^@c{iZpv=tWL@MHR#r*-ol6+0jV#|j@j9vjVXg;AA(yCN7az);)
zkVTOh=_m40zy|@qXte6-a<WtK%@$Z#v+gq6sK`DbXGL62?ihc-mWFkk*#kZ~wL31D
zxafHB%>?GZlv6DujWB>Q8i{vzUOmI#CEZ#B<Eh8BCG;U86YXimTkIAAN+3@eA?_*&
zFz$&~mk33ok_njz1+p03L+~X;NMSr<B350iFJamfbyQ3D3`!|Q2|)W<AO;|uig$qL
zYb62}j5Vl<tr<Kqy_W2NPJ*r_i#TAi8Q6B??25T*TGug0xh*Ex4y@`Z^kkT)u{06#
zQ}p988<AfaRPxCvMoX935cAl=ZX1YcMq=P;%!K<}D`q7&Ir_fEJbQ33(BHIj3B#e!
zZR-!ZxA*rCuisqWJe;0i@^tPptE{Yuws)Y%BN)Q?^4cBD?QW|Dr3<G$zYZ$S11|0r
z+gk`=j$F*gi{t8e+N|))4>415*+OBx-~$W?=&VPP=Gb_8GW+`XKfL?&;pX<?=-@aV
zkGm-%@jG}_w4{O3%jXiAWEgfLH-YF3#g75))l0CbbO&rPTSD~OT3x1Hg5={qpozVm
zt+f@EbkD3+s-%*=jV&dO22zoXyz0)bN+zTHQL+os>&4QG=g+_RVsCA2Yxxzs%hgxU
zB$N~o8`-6%`^DzU3osPC?*!zFnJ!TVFdKF+8W4C#@E&oaC_0?cV3-+<85l*E>5JnS
zv!&0(DMrD3&Kti|uJ()NN+jM+r3*OO+>UZISWm`ki3I3-Vdz2@OQuTESf^0AI=q@U
zMg^Cz=<!WTwRydF+8t({u2w4j@&5I{|MP$Uw}1ORapJo$w|qAqLoQjsf%SCr`e$!H
z_9|_g21l|g7mn7l`F5!?>-5Ks9zBmAAKwok29Jlic+3K!MYSLEg#o!ZXc^WD{q?v|
z{AP>KWWenSc_!+zbEKl5E=eaB`+A>`(F?F%A`sz7G8i=Hi@_91{QWIWh)C<~xKO#M
zIvRHRh#P1sbjNmEU_wDx;mJvZUG22+;S=2}GaZrsqZP5+DAjU_#i$3p0aU_NC<E#a
znz@5P4c5fbur}`%FXpYg<6fs6yEs33dc3+l>D(Q+t`C|Q^JXsUo(x;l>DcSCfBAdA
zMSbAK;pqL-<?ZF-?34`R5Xk(+;RIyFH=o`@mAE^dJ~DUR-kluHZkVq6bvA>T?U~Q+
zE-yx)-8t%>9iHN38+BlI+@CKVu1;<*P9}r)(<7Q0O4{h+<lr8d#kl|R%^RFz1PjOg
zHfv1*jYUrowyje3_VNgFEMp#PN&*L%yXqC3W`n!yGq#$!ECkI+tyCHJdKuDii6j&-
zmS_xU!eKd;Y*)*Zej8>!c|}G<y!xy!>7WFdHUy-9bntk6O~(+{`lIRW>J;KEq92`%
z#5X%vr|etXrzeNRAEw;_M?%=1&_46=aJQO6Xu7?IJp%57Wo~KI>5_H?AP=>GW=_Ea
zhK;OVV`Qe6vy@Jv4&gkjRm!v3gtZ9UYN(G!dPWRf^HMpjwd%<&2I;WF)^0cG!9r%k
zek?1*#7N(hRm?_Wc%PtDW)ms;hN3<n6M|E3WB@a%_JeMR%L32AP5wUUa<Fz}u~<&!
zDSV8PLNgKWb8^-Nt4ZEa$|XF$EbKO<A-8wA`bJd)bWaBg%R3}r<~Mxid_CDTc9a;&
zu#RKsqS=_;C36LWk6wm9e1p9q8%eDD>~5IQFf45mzT4Sk;sPVNFL=Fhs>{7*OzLX1
z6n0^_t@w#JtYn+m#uVsRY#4b40Gd&0{aJE>90hk>f|H**#cV7FwhL>G*JO)WZElS+
zABHO6&&1-u(`ZY?@s;ud9AH_Alg$+gFo?R+<QHs!V+;_$vVjQ2Lr_?o=~M(5Ev|lr
z49^wg8RtPXH%^G`97#Ch^d^1A^oz%g8NgvS(!R|ED-?@swP=|5bFk+zJliRP`K)00
z40__01lbtgv=R!kH=%)v*VaCh?WN3<IO0AB5?6ssAcX<!+IjU{vbK!%T8m^vVIr0-
zo!X|BfwIRAMDGvFN6c5stqq$}fzY?NzQk}v>ytoY-^7r=?l34>R56tqlw$GLx?Qg$
zYZ(NuunRU{304ANzGR)TjkV@Jdp&-Tz@Jz1DE5)0QV}n*m_fcv{|?d?T(6*ANB_E;
zmxXM{u9e4pu6#TKKqKyRqMb4(u_j|XMj8SW6pJ&OJLp=%=BgEe@n0<^!*EMbCJ9|)
zGo#B=CEZzFeRY0uHsR7~IO>n4$7dIIhkbSF)ym7~Ix?gRHo00Tro4WzesM4aa<ad>
z?KT@2^H?}yi)H#{R|xVHI{Y!wB#w_bFd2aDHow;sBgcxZ%<m%jONB?fRXV#o{M8@-
z!N*S@LF<pkQ$IvTt-|l7%U+v|y5rFx9sv(<5(k@oD<}+7(oj;3S`|B76hiPRQ2n9m
zF+Jk@5^cf2e}TqDq4sB8SE0s9zq!1%vBd8Xs_NGA>hiOfn=5PB>|x~slHFZf+F5(G
z&-0I+PcFsYM)5sAV(sN~meF;}v8@)j!2~{zU$l)VhhE2-0=<{tAkDuFpCKQb7Z*_a
zxZ4qSfK1W4b@(KW9<#n%sm{>hOSM)q1?(&Ban@3?MmklE$8)|wEt%;M?aAeO#d0fK
zID=Z<7*&JuN+2>V)h~ME2}QVGUoV^g!*71^*MIrfzy7;lf4_PBZj3J9fk!bL9`qai
zhl{(PzWF$Aja()>q;9MQl}xspEue<=EA4~+^qV&yh8=XFh0y9^wPIKeIJ`l-*Q+<$
zluDCwpS8XZ0=8D0^m$?~N1l_RPM2_dA}&vY)2q{#5BoF0U@8PXz(bf3{^!x*{L`mT
z$45Zaso1VGYmKAD0mg)SsoZWf+Vv8-#c>-S7a!$et8_3Ou!(~UfiMLGi@=}I$_-z=
zm@Z|L_`@ds>TFOtnbjwq;=!<fI&BSV$zC-+s7FVw)cM)r)5FD^>*?dg;C#`1IPV`0
zONaB`Vle`|{)6BASLI~r>R|K)YIahib&+X`dg&vEsB8RbG%==trh>b_IXk{QJ-VVv
zXxze>{&atbv-X~OX4u1Ve|0+JyWTzAEXJ*ylj)>g8Mer8R*nwFc<Eo?AR!J8r=z#`
z*LPQ!Og`6VCv^SX-dw<nhYNpw4F7eAn#XoB84^f?h*2Q9C|e>ZiUW<ouaJhCl{i`~
zNF&k-fKx6BXd)2F#S`?!)JnC(*%9s8JUQij7G?$XR0KQ#9mE(>w+79|gw1BR_wMNp
zcLw>3T_@Ap-PIZT77vYSu-j_2>J18LfO6A8P|0QZiIjOm#6=SWcTWyt4B&%paypAN
zhfA+fgt1m+@at5|ZA!J1;cV0o`XEFfZYmk}yOTk06j%gZHYgGbC6d?P#-`7~S|sJR
zGA20~z<3q0Yrq%-mzNV0`!#wP9VSj!axC{0RmZ$O<RIoHOuxtxUYp75a7BHQWPr<k
zTP)-UsYGNiLbcq!K_gQd)QX_n>#_)GT)}S-u}Tjyo~5UKf14PcG!Y=FZ?~v*dbtwE
z7vupv?LM1Tys^%SQt%Y%v^JALLYtvTwEV@7b#e(Pu$|R)0+q;jI>kPV5>7y}JrQ`Z
zAcLW7pLP|p!?KM{4DcF}2x~e9Bvhb)#msIIl?>}Rw=Z5_Q;9`dnUpvr?<tdfA3=;$
zA!-<HhNw3oo0+jE;R`TOIf+kV0ApE7oYNxM$qX{47X$QEg8YeqFA)s$MhjZZC|yws
zyA4Qfs+7m~dBv$qBNpln1pSbekmDHtm>2=KvfKpUhme>K$M|;0v8iy_phCvsahY~j
zme3zCn*o)jCW&4`0*o4&ghxkjvTS_=cRJc21X}5qu;#;dg&UtqOee$1Cfa$mq}knr
z{6JCT)~gqk@^}o4F6e0jn+utX(Fo6#cztRAGn8Jrx5du_P_NqBK*)lmDi|BI_`9|w
zIFWX_S+PZfFH6R@QA0hqmK><CNu-$DXETb(-_h);QIo+SzX_9{P$3CZimq(%qx5P*
ztY&OiS_N_wWl7M|+S!<1vdyf8B#ZnA9!Ka6$2cz9CVW?jhM1Z8D|`|tsbmLOnc-E#
zx3Ah-p${7B1sM>Gh<M)6-+*_qYva|O&BR-+27$y@hs&zI#bjQ4wZwjt+rhDB)u|N{
zu~wzF;xHuW$0%sC+D!(MBhXsl+Hs5p$I7T9m+W9|ZC4A~B=c6dTB+4p<Cn_$WTXR8
zU&tm`?-1XQj%SnE@$u2?H*Y_D{Zq^vL6_^ZIF`=F{nU$OqVZHXl!^G!&06)kPN|?x
zd-?fS+q7q5u$Rf%cO&5v%mhFId3Ag3)z13LK4RB41K1XnVYPf$Ed!=OB9(lBX5~30
z-Aj_)4WO*sl;qN}zO}~m1*-1VmtO^aez{n@_VU%%>MJ4}nQ)j31l|jXv9LAp1F*gI
zvTXevCPlU84Nl`&JmL*FAW^9KjR!20x3W)Bdo3Ea8VB8OBb9<OQI7(e@RcdpN~i0I
zWFZu86)N3Asg=n#Qt58Ke6u)PG)8oRlzgGXT6>Z&*Mi|%AX1B_fA#x+_#gi2fBk=d
z{r&Xy9T;1_BM;%zoA>Q%^XBCCr*D5Y>CQPZk?F?e+sqdky_$tuzt-;8x}P53_1jpm
zhR~LnwYU)WTWt^>0|F{s&l!XzJ}DJSTQKcJ99FKlg&rdO&(K!sxA3^4E>kW-?QhEO
zurnJ_27P*ba(8!kdUlF2sadTKdT^ztc(a@3N~Z=OAz#eItJz2;9mdVou2YKLrDg}}
z6|V0}Hd)FfDSu@3RmmsHg*144i1d?Q`E=1C?YJ1!`?Ykd6dN>B!)CHk44t1Jy?b+a
zcQN_&=H&9Aetl4zwV^a%O|7v%`Qh*UYlaD^^%slI<)Q_<>lj8>wLt7~KI>jz9bu4q
zy1T)OPchQ%>EYAu%{3H=lY`fHw-2{h=K{20L?7kZ!RQ9B`KbGJdr1&r-m75P`1s-7
z!E}0ge2RY`2Q9QyCdre7$;YS1Pj4UJyuOEbdNA$*pg28P;ASU|FzOG_&n~mEXunZ9
zAU4^kv?`@`6*pI(DT`I0P`$+VvE57&`Kh(~ok1~M!bVjsmcYytO?5l0*FvvQpTqJ3
zKYbhfE-2dmq&sMrE5ryM?gcq+KJ5b2pw64%BZcP=cMp%Z_s2ZS@$|#fBUj4P>4fzr
z=>ZJ9C~4(<4lXX6Q?#{7uQ%@ZhMfk38I?ssBPYaMzdsj`LW;~qy(2=N$w-lvj@yw>
z#!yk%RiS<1s9}l#M9)4k9g5;D$4>>40{abIZ<<!<vf*E?8a<;3vjGwiK)IwpNTHQo
ztHrRyoaV6_vk?IwN1z^R5DF3`Shz-P%`7@&$QvSZKslWoDM-bZQOnMb7cC}dy<Cb)
zX4dNA*qgORq%)$vkWnR@TLk1ea|sd<XaO>D0xLkewY;*oz5$S&vkXQrhAU!>%qQGK
z3_NVXfFK!gmhk|DKzqL~;4(z0;L*{6XxdjWdcmeZC<|L{`0d%L@ilmkP-Y<G5hvu7
z$3y`cUYORlgbrwc71;Qh0a*F5oxvFIfuFIzPv8zFKMV>kUVPx|9fH|j12bQ%!LFV1
zd5W<lX8WMU;y3BsdINMX&TbTe;WT6K!}Esn!1M(s6oVO8Pbd$ppyDigyxw86MbA+J
zWrzl36%w3+Uh>bzdr1OJ0d!E>nzR&-Z{banZWE5%WX?g|!gfW(Pqu{^DA1WAHVcmt
zOE%gaVNb~_kX12Uh<~cH!E&$J+X72Vg%Hw~u&|Sez@kbvmKbtyedFf_>!yOQB^9xq
z#P_8Wi>T6;Y^<;yBk)Mb5$`=oPb<^%zG8oO1IIXgDr7OE0yMf7Pa1+14k~UC<})P)
z9GdtgGI7y<2rmM*LyXlRr+8pf9Hv<Ks`vFwq*k&XDtv=>jh5FEGpAjzsHAA8_2Rf=
z7fIPckgHBH`k@k>zEHHSlu&7;+m~aGLS$nlN<aW16briDY8ql}?e)1Hy1lz&rM&!n
zX?txAG8Vi<rnXoVh)57FD_-~*(G%t{gF58nD$q%zXoA(C#mEF`RLfYmk2;lNDnep{
zE6!v*O4*RlZpubO^+Jw<wpci{m>%9<-g3ouc6#>pr=Ox}XQL4T{1pq9GO<cFi?=Ef
z^kCf#cmt(EnGECh#wwNBU?q5Bv20NigsqWhm}YGW&-2!*Y;Qv*-d0F<G}3JWfG^vl
zcU2>W1GX*Q+FAbU`Hz3_+gqzI(Z_bzH(9D~tSqfOe?|-H>eBM7moFtqWGkyeONCJv
zaeD}Z2vJ-eZ#n8MpqZ%=5}|(CRB|p}VmL)HA0|R<gwY{+4LEcvYC0K-S;fx!y-Bm)
zE9I-vPyy6)h|FWEozK-%DViVK`670&ayVL!#D|r})7jOm(y0bxl|Xb{sCE;XnlDrh
z#JaiaAOGT4|KTtG;@7|a^>^gV{r$uE_CEu$Ky1|M-<{om{pRNvM>j;kj7n+3@2O|=
z&3w6EZM2J3u&eLx-X6}5yX`)L3@u$OP&n+fys#3q*XbzR<-cLOC5~&<ZZ3p;nV^@e
z@*vv2RgdEu=TtGpCdE}shA<#Bs`XJ94EyBi%@YXvMlIKFlzZLA@#!HbDG2H?(y1(D
zDkE@RM%OCkX6y(XCF+Oh=EnR`%)u8;((u?QrTOSIi{nA-aNI+Anh%>?F!mc|!jHXL
z`ea<cJ?@V>c`66*@6Hb=^>5yvzquaGJ1J0LwPFJ5ej*zF*Z<RRP~wfzYuu?Gj@qxU
zPv6|1&Bv|d!{PBE%%1ki(VXMk;beSwdf2ZOUvtU1m^?k+eF7PAfBkTM3><>l41C1>
z)$!q^|KZJRWGf2Sjv#upYo{ld{Wc|y^*49d3|*uzXM-j(8a8`Yuh*yZUw(RmR&jcK
z$OzM}l^^f#7t_TFT!?;yDeh=K7Uo2H6$hik#c?r{zdk*r)`u-^w@v$b9kX1$R4HfD
zlvdX(WgPgVqu`8DkByurG<FNY(iTJ0u-##5;)0o7ExKQ`o^96ihtyAYnosxl<zn^2
zn|GI|=NBiZlVLj+a)G+Ny1HgOEM&9wQkDhc`ROScD;TGZa;4j9#D%_Qe0sS`E=j_@
zmdiDZg;}rJDWyxPP%aq;q!vYgA{C1+>ZkWm?Xnn1hY8(wc9&TJ;MxSvi|rnrah#IK
z-J_h)!a)BN6a@wt_80$@2MO9OIL~o+a}`f>3U$R!gDPY*s&)`Y<a9E!dBhLK#FC9A
zS;2(-e&YBBjUKcGKyr3xAqTH;2`_SiKrVvwpe!V_yq=YUc%{%PRKUSNQq=Nkhe2@T
zz~*}SlP_R}5f%g4gj@!v%eb#XAERJJEft}^Y4>I5MZmH?j}3c_PZU5<y-gptPP#AO
z-e&SKV~)~l6rx>$Xd#yX0YC#}izn1`>+~?7I7PDO!urJzMX_PJ12ap!#YdL}T9;_A
z7>yw8aGr_<eIdk+a0CDXX|*&U4WkjZs+W9OG99IvnFdCqp1mFn*pStXOI#<G1Td0O
z>!ViL2@~v~{Fq#L_=!?lZJZy?`zo*i1p2h1UGr!3D+}dBFu?sGZ-~&Ok?iiRFOy2(
z{3{GgQZd_7EccMf`6rNHG(3WO0FUOfT8JBv$0TbYT3+7YT7#Y{SzlrdV?$>}_T+ik
zVPK=&M*(3K50zfF<1}Jm(CEb5lGRs)934EfD=%^2Z!f)E{^BRp2JNmcsYP4++v^+8
zpKZKah9!beNeAa)XN&J;Z<zGD;iiI_4cRHbrh8F|)CtTMcNszwnN{I4HZ#l9nBVTP
zsEN3;+u}ZW34pj<a6eoWKpXTCq45*YoXTTT*V51uG-L$WpX#MzgG8#KrgLN2AP1eX
z%o>!IYT+AA5aD3((!efel}viE+wHbHo$;6r<cu-%#aGXyyL)Cm`&^wuyaTcVTbf3)
zL;p3!L+lZQUZ+4o0by+gH$l^o&4c&@Y{jS!c%Xtf11<+uBQRU?*`%OfDHI32VJ)8}
zCtl7K!0lus!3D;G2I!R37`${ko{NV`>EdsU27{Gsig#AIOn{~+lZvU!Mx%q>A=_Qo
zC?pbkGld=E3JXLgE-QIs*{*h9ybqstb5%}aLMB4mB6R`{jP2y!22j=C{qpyIfY_zj
zmEe=4_Hk!pd1LkEzD&&Mz4YS6_WG(@c(x6>Xp)Pp&qQvu%S_k2h8Lc&(#6MUqG(Jh
zyq<kd5*)lWn7CNeBZ2ZR4*T3euXobz&N}U3rCg1LGCntE`(`HHD;Ap^j#4Q|cl}ba
z9OILPS+n>0_zb&O-s!K05^NrOschNf$8tX?)&Bes|M<`T;OGDF{q*(iA6mXMk09U*
z91O;vUVnOf_Ysd0HW)%@37@x;%2w0)ZmC+&mO$TQ6<>@FYQ-`^FitM8j8MQJ%uoj5
z*6Cq=JAh|ulre12E?ZpquamQ++n|cNz?GXBz;ZFdR{n(7nFs|cMF^Y+muKhi-@iRQ
zWk4twa|t@UDZHjIx?aZj1)exXD>Sh5LAy!Xy3?*U>fr9_bF5Yh^z9_-<y5_tXje0h
zVv<Z<I_hthGxP)jS*_;@MOLQ0+N52ab&Jzhrk0P42F>%+(PCJ5IPbl?8J|wd=kq#R
z*=X1^8;$?-Z~QZxMSpfIkhqS9o%^%J!^QOR?)c(#emH49-YiZIXBTHD_m^i2HjHOS
zi(%{I)7|Ua>-SHOXhe)+Kl||h`t0=n_5zZ|=>izV#qIe?zgat;PHr#G#-kC0>PEGE
ze|bVB<-w$Tb8+<c>GtXImObntjQvJ|N$l%S?{NEL&|+Hp`1Eer>d~)#c``Ykb)P7n
zL}_ZZ=mp2;etIyc+%OqUviC#xBdgA3aD^>MEK2qq2m>9CaPk55bKs@FiRB~l2C!X-
zX01vdk3D#=YOU0vL!25)wzj3x)#-V^&8GF{>;QJz6o+pj8pL!$0)XPkLN?W*UMQ73
z5I|l{3`j@wIqi}H&WqJ#B0_?JV?K}v%rk`q+LtdG^3XjQa5_koQ(8y%(5P0>-pdY4
zA}Aynmb{=0I0FjZ%_d!f;x{HMubT}Kp*+%sCY6qS2Wvi^QUe#CQ>V+s?nZ}zX4feR
zq<hTTnA^(fQX`e)^5Q&&pcDZ(&sH%Mx0}F->D8!779jQl9YV0#py8-wEP%9f0YYxm
z>REcSLu4|c%!ut1?s2p!qmuQU0PLdru;1@8jJ){qPoDkmkM_4&x9tcL5ZF(N6zf{R
zC1Au+w5YHFFvYopATT!qQdK8a!oVlP2(61Z7v6Y`#FRv6#Zu_3%!&koNpzy@;S(dF
z$@y0&-)A$+WXLm#ROl0+_ZVhWj96(O40C4&83+2MUXOSM57VM0ajd89F@Z16=?U2d
z0KP#&8MM@)RxpFbJT5E&0KvFovTE3|?r*$!?l$2(x5mA$0wGnq4SyYX4Ana2bzru~
zS;TP2-jg{B5e90#*9baHZ&Jv8KsSMN?y_s!L&D;(q$DtsQALft2P`}Wc%4x4xW#j;
z-rEgX4a`n-J_@l!m{9_7Lj+0!X^~soS$aunwM8i+rKk~a*_AS@Tw>c7sdrZ88_ROU
zuBBJdDlp`$MVnZ*=!m2lP%V{GHq9gev==$ij_;I_o_nHF5TH}+uDK0BP4^Mfh*cs<
zVJOnd_h`V$M0_@#0>Up_LO`P~qtMc5kjsS?wnd$VjiTq}gdU4&T_5#Y<Fqp9Frmo}
z`)F$lGm@7=Y*L8mBod-|T&wQOSb!o5A+;&+O7W^zVD3^-M8M!xC|1&$Trd=p1FxW#
zNFkucFuGfHikP4+;&s$w^g>bOmmr|71cfT-bpZP{7SqvECX!D_;$Z|&Cjo&>Dw)fq
zQ}G1d>9H^t4j<$e>O_bhLnzHg1CYVkQf8BpLOLRpuhk2%c@o%2as}*{xYuIQP^p;L
zX*94*_O>>KLTx1q*tTA^PvsD6cb1R)5YqO=aPKv8v21snIHY8ILjZ!2T_pjG4k=oL
zQ2gT`{@%;4UMzk2Y;SFyWjZU!z3o+cxNT+~E7X@?J>Qo})PTHb%8ta5QlWE$hy?wL
zU6Y6|vp3~cF8#jWEVOBp0A)2yk^)VPR&=hXJZ5#o@8&U{&K7g%9hFKs7Ucq@kxmcG
zm0_jcFI79)91O~KHr-06+qvSP+&CXiN5yL1>8l0eC!OI0^M%{nh$Tjq^1uDXFaGrB
zKmCV)`1|k7x%>ME@@;<x2#5hx`SkeV-NT26%hz#F0DA@((Y17;nJcwQ6=3-7QsesM
zb}?EMQaOhi{asHM$*7RP0~FZcI&Fv=3!{d8J(rfq`%$NZ-3R}T0d01JS@v-J2l<i<
z1QH%Mu<>*%4g8Zp;fJ^PukSA={RYVPO1V%e=E%^ss#VMl@Kke2TAO1))Cug6)S+z=
zHHNthdKJeT)_je846a~3A8Qm7`M5uu@Q-`tb~QU65}`~^dX;e_L-O%#)@oOCM~4$O
zY}W^^gI?z0tbKh{KOB`V5O{_?j2ZvzfB5gr2G!AQKx5;iQ=fL~A0IE?zqviYfmP4n
zo{excJ>FiwxjAKgVywbBk3s$Q-36$LPw(D8-aou~e8VE}@ea%F;p6Ah$3OYQZ$O;h
zUS0md&%e35y1*pgsFYGM|KY4NANK~`=I!O-`zKP6SBr6vdF=5H?Q4S7p6(tjSoaqf
zH)l7DIznM(Er%cLcrhf8FrAEX(z2Q@<x=Tnny2mk(?dBI$8A;53vg@vU2GcJIWEQn
zh_B;b>+EpCdJ*3~#Ilov1L(GxwXX51O@{nsKI!2=n~mqlZloh?rTpQ9R!S<6P8*eS
zG8*B846L5c$zn2wyMEZgfKQEPm5xPN96%iz@kkutzh^^AFA{1PT_+Vn6bZiBTcQUf
zn*|ermcses^J-%gH#<Hn9LsFen9o6oV$K063CA9ljNk@aLW_>o4ADg+1S+%62+o2t
z6epT=ECyl%`))Si;UZe-$Rn;uO{Bva^Lx+@z;*$Duxa$94oPf*xW{J3`rBsE>DUKu
zZqrF;)hV%~XyurVNxob8xtzxhLJ6aSvB882VKRx<L4b<re>pf@)T$K)W+y<S>zhCN
zo!_JFh}v!#UqmUHzSt;ns?tkDE{zJ21hEJ%C6Pw35*~y*l~ymKN*EFs9(4&cb#Pnw
zZCLu?&&SOLs>PwDct~Z}o9$*hZ!CP}K8p>-3>zD(K;!3iWSCM#EAc&3!t3F?Xl12q
zG94feDSSI^#eN{J8XdV9CJKZyeC(h>k-W(30R+>CWo{#0G7FbZWEE8+NuG?E&8QSh
z^U(yOUDD+Y5ER8DNBbUk%;~1!CJdogB0wQ1G=%FOw3@X<GU1Z#?=wE(>0)OmBr)Z3
zWIE&vre8V`g~}m0@CO4{f5HpG_1eCiQP9G^bz_ynWqwooeVKf76PT)MdmX(?wuw({
z)1i<XX?|ROzQ4Z2v?F7&xU<O<OLme@9MX|Am9sqM*#?O~O%EGkm)S<O0a;omE=cSg
znmiUQ;X&qSr(WaGQ8>l;Bx0Eub|Q93eP-5M(Bx#)fkUWg-%9PHTd#1aW%BJcvL2K%
z@j&n&g2`g!a~stj6AhbK!9O=eN<h6KM>1~<)-tAUYNP<|GTS36q80+WN8VE__kDp-
zZ!qu&yk4psbU;Xy(k-AFGMB{|azPWd0a1zgy;_A7J3pCAztbFpac?l`Rr(NvaVn4q
zJ5jV_5kH&>5{~@IsL`il38%xJf?pg8@P5z4BOaTnQA%bb?q)I3MxGA)${DVJ0;5)~
zm`>pR$i?FDjv>czX{Q2;y0@!U%9*S2)P1%%$`Ei(6mQdaAQkTjE_#e=K)tYat*K<l
zkYC_K!}2HITHWOrAr>z!E&uj!{ot!Fo+)HfU=*V5)t${%R5iU;wY9#n@{+o3pcX5<
zeh6M6gmOL3^iIV#sws43>H}~9qIR10r7TlW{CMyCIlHKNkto9sVlvv#^ceT7*FPGL
zs;NvRk;-9yL+>gSXRYoC=WjUDB!8Vww^FHkA~9=rZx%<RLZ$2jubO~$KgbrFvBa=Y
zS~MGf{%`)xpZ@&o|L?#4*KhkN`}_O<op}bv-SME=dAfd0s`38(CW2HiC!p=FCQHp6
zb62HXZQ}bnU!0%Mk1Dw`TqA>$3>S=Rk=vq8#zOS{ft$AO)185znRgAlA#(_Rrrl1z
zScuA@P%sk=<S>~yta)I1p+Gtb|6zEr7(70l3*ypjl#GPa@faOLjWXE4WRDs`B$afa
z-zqk0*;1Z1Ko1R!tQUb?6*I|nJX|fLtJ!cN=FNmX3`lJ(NAW<toZ)yg=|PwZb!(|%
zEk3R%9?l5jmB>|I91qW?)w`qCo9n^DdGmBuIXyzsE*o`*fBrxI_jZ#89R1O>eQ^x9
z{_xGi1rYjPE#D}{Pv`B^>F8+GKb>|yzP|qD&put89p8X&y*qjT_TlmF@%@_*_xDVa
z*Pt+<KwO=jwW@`8PdAiLKi*v<bN%9{@0od!!USCWph1t($q^kx@bHfyfZ=tYPng{r
z^Vtv&S*w}{e{p#<r{-wbA%Bn^G|Pg|3fZbrdAPa$^zLn^nuoC;i};9>mkR($ZHMFG
zyocwl$J0nQffnv*uT3w~>$@xH5Zy+d8Smlx5-bL&u8Wg7=zDOo^$N(@?(4gUMybdr
z(e7w1KWFG{R8D7unBQ5*#MAL$wUC>`;b=5yHNkry_PGQzS-;CEgQR4uTo#%i3n^w-
zXt4pID#ghTchnL5{5U$0Ot}gc#3h{ulMD1MHRo=ypGE@^Y#;z|ygAtk=zAJ%fOaYs
zXh)1#Xl2-9;-PRX7zVzY3iwF3VX(&>4y`nVU0J7fnt^BPj7qiLWTC~Fy%=%_9e+5B
zka4sE6m*LnS%}q(R&5~yX|S>@k!)<hNdR{b+TE(xvr|KjLA`+vfw03_o61GNs_H#S
zE|EAsKD1lyoQ&3&Uaoxgh23mou9oi*PBeg~$NWR*GoEUyA6OcK<s=3uqK{iFMFisq
zxwZOSAVd!l3K$eqx`go3<Mkq3X;7$wpdoCQu&{Y#8)&7h2k$+r#<0`DPL{ML@k8zy
zTUSU9uu=&ZTU9J>EclcHoX4$}s0Y5W!^7icA*fUH-ee*Y2>B{JHX5Rf%pm}msGNwo
zT+F&Ajl!Umvn9l|=CPVW9)Hpw3tR1Z__TI2#seadDSsefvZnlAeyCm|b!({M)&fH#
zuPWZybZ9kpt(uG{MSdE7l`sVC#GH`<9XRvRH-M<a)MDkQ69bMAb5H2V)=G9{>#JT^
zyOLd+eaH!dDg`D_4LAR~v;1oF<+EJ^ck3(SW&XQ_Xa**No=2x%2l0aqFI9tVZ^`0e
z^V3L0G~=-04cJ`_exTJLAyB4c((H4Pg3duuf^}rjZiM`d-;cl@1(s<qPqp4})e9U6
zOz_f8vr57%(4r7q<hve|3XDm>Zed!$GsY{8LPm>P@cRXwbmhR~Rr8cGmb;8rwM0TR
zgViB}-o8YRRUYb>O0-Q(qf#o$#JfJf@8s+xo`^8@lLQoPZ6F_!LxF6M{fxt7*yl?}
zBSdPW*zerdxZepTI39`FOm;{Z5wDrysaDR_E17Y>+A1X|#02C*i@n!nO-2Kx7g=7H
z^O>ioI{@*tBNSt<N-{wA5VCM8?5*Sy)Ms#0q>|CuuyoWLHHXcn!+faSSAO<!!M26b
zu`k+`i@}lYGUBej_(~z(7JiXD)ig;_3ndI!D~!7<&%fB+T$hO@`1_WZR)}(b`J*4o
zC7TpzZPQ|)(Lt`3?(G0yMJ0pH=Cg5iz*|)tB(P~Qv)aZeh_da_0+fK%ZNw_+HEPK?
z1WBIr2Z~&6Mi?9sw<Q~+-Xe4|osOUaC9|DExy(5NnJZs_05+`F%F%eQ+!)rH8LzLI
zO3z#UtLZ@}nJN3C?L>Z9taa15dL%Ke)JNs&U;gTk{`BXc{@Z{1e){^(3@_jM2lD>?
zH>1|*>o;G2czE;a@d^G9c__cxR*Yr)l~$)z?i34vzs_ezXR}!{gm)g)q)tPoSWZ*0
z1eyUY%=GcmBx2KO*oFWq<Z7LMWGdm}LdeliC_e7_T>c2VIN+^h@C)T;vpzepw{M<4
zy?^_3e_bu*LF>?hgP{m}LkY`0%fy(ooQ;&SQRMdyi@B2-^mk%<unw5$fNi3QRrAqo
z%scJ^pvb_LXx4IA^p7U3#h_YF2ZoJIuM$2&s?H?`z3%1lXwl6)UH$*;z4vmXd3vRJ
zCA+bsm>rqv7^&4&-CaI2=?M_t5(Gey07!W6J>fwZ5{3Xl5}^0#vuwAzJ4T_Nmb4np
z#Qw8)A{UC-=Sy8hRaAFIMOGG*g#W$YdCz%H`?$CBaJCC@_3UJSr;u~lxBlcm|6ks%
zO`KlGgZ4qU1|{O=9BcjfxLdy*clx{KlR@vO*TLBT?#2C!hnsJ|{qp8&Iz53E-?_g$
zM*(ARNUzA{=@@>-=wNU<?q5z0@2<`tZWz->FYhj?jwG8@B|zQX8}wR`9T<3SFD_rc
zd~tShJ{k_IJEiN33;MO8xgKHMukA2`jt_c7ASdJAVZW0lXPr&c-;EW&gsp2dguLN#
zTA0Zil`1<sJXcgFWmD;Dp;$^pN{Kl0Gf`0nK&pif+BIOaSCBWZFPoKoyP6qMb<jeu
zyBZHijY?&=Rt7Q#2kfxhrs60a^zBs&$3vQi%H<tkw!p{Isd%<hEYZTr9p|T0KF+l^
z8&9gA^Pnd}u39k`4Z5fcsTH#L!O+LzAs^c!WE@gdHjA0oX*z&3DmBvtCDiQK5NFc#
z;G{G3AVh<~SdiGicat##vM73$PB`G!F-Pe@TpGZe;7JxzRQz*QhutNg2*D+Q67S^v
z*BP)CMKP8sIW<H!6KAkdD+Lclj!&Xh%R_+>KuA)Syv}LWp|l9BD@axLalC-pU|LPs
z?<sDUO6DmnoW+HOISLeiv)S6VZ!J8V5zRh@FJ@lVO6EjHHQ!v#IuGX<VSKm&BnVdJ
z$SJ~_j{pmquT8y<A|4j{f{16aAY>scy}vfGqL!F62q+TfB}6S3;7MAowR$p=U=70C
z8!Xz4N}6I^pp4%)hMVcUPWgjW__-{`sLPHm+_k>W4WLNEVKji1!1&EyL|8y%;9<ve
z9{2ii+0pz++YU+;%QEB_d{AKrgfz@=VxXh!E=ed`RO*0zgZus-NntiK%h57pGMbed
z63qd}7G0W*$x$zr=(<#ZV5w4Qg*F)&ikN%Z=6SZaIOT~FgdAJeRSl*uxL!mQnS@cm
zu=Jo@DHlark=P)S(!l6kRc|U~3}8f1VS2F4Wp+}F<`Kc*ucEQzA;V;aWW*wjO_l>4
zQ>QSz=Y0{N6Y{famW+CQ{y<kePRbGuh+00hQ|5RLR(aD-*oV@>ZkM4~IPP`OSs~%T
zWmsENtgP$cl}XXZXn}H>RKYD1<Qc7Wi8%*7*1m2eg0XF0;|D2LL~AM;flZzQiW1gT
z2wBS@N+>m0SzJW(vsp|qW+BD{pv70ewyKQ~Kgs1|@t9Vr(o@C+fLEp9Sq%Us_IL`(
zq|348+Ojw|4cpc=JeE}LKmg8XvIKvj$0Q?6%4@`}sXL7Mwu;oYSxtplpp*<Td0`^8
zZEm{kTgi}*w{s%oL-?-eB89lSl#bAs5f6Dv`B**^Ci((p(XzJI+1oGf6s;Q@3v;t(
z(xbu<PQ&<;ba7Teo3;ekJ+>|}K?;7OSBO@XQU+``s%o$yauN7?9t82?!pfomS%vHM
z=Rf(gpZv+6&OiA?vNW@*(LDR?b3q@LEWxtio??Wf=QQRC;A|vxOw*Q-X_YPO<RTaH
zBLI_C1FPP^CjMa=ZckoIz)yH1`0eXkCav3UaoVlt<1u@~BF?Tvx|T}u>4M{HzeMj{
zHti0SlleibSBxg=sZ6I(KHVSI!;wlLR0$`TzUr|Q^4EY-tx)>I?|%1JU%vjQfBL8I
z{h9sa9r&R<0@LZVlCQtMe+O~m)$IcTG(O3l=8bGH+Q^kE>1?}HY8T7ncK7`7D3{1$
zGU3R;mtx?<M59Q@!q`6XacvpaaDPFW@NR(7qoLU5+_XnLexd0#0JPZ=a&E!T#COfr
zF%F{cJ|yPG#p%spuTM`96m@8aEUjv=X;L8DlYC7v8v&&b@DnEkyoIA-znF=%8x>Yy
z`0#P>Lk<LhU(Urc@j#=J$)mbg3P8Xr`N%G;i3(jp`CdJFKH{S&RIiq(&%Qj~J?`bn
zJWjg#vtj9YOzTd0O|Sj)Kl{&YF-D#G@j;t)<k`{Q!^Ppl#rSm4!nZ$YS7_D-C^i{G
zr$0W!&A#6n5tyu&Zq80#-=D+8U_<)u<=r=5K7u$sJUpO-vayqz9&}EJ`?$ph@JdV7
z(SG-IIz1S4QJK!C`0e{=)3XQu_juoIHYqVbJ2|?$IJ>_(ogDQbtv=je++3bc(Z|Mv
zch9d`$TmtlECLJZ_?P^Ze6EyAW)gx6cehx|#glmA_)LZo(J0lx;9Lw2E)GuwPgx-c
z`hL)<pC0wv_0l8ewBy0~5xq$LyUPo_WT%spv(wXVcW`+@!O;a_$lX%u`s{qrY79HO
zuO1&!&)SW0#P7kDPiO+OP`i?0=q+X9!Z@8zCIjATE|*J&cWXHFL)-=$v{@))bpu$z
zKANl|Wt1U5UE98Txn?tO=;SKg=2+ZOR5Gz-E|x&i66h0F8~iS$72Neg*N<L<nT-}6
zY)J1tQ7WE#XqkLUQ!4|Zf@C_TXkL2|=8=!kUD;J(X~t&ea|L8eO0`T!QJ#ZtEZYXB
z?wVGQUyBfy-6&{HMq+EENLEb-nbK*t0FGdZMk|nNnHau|f|bQ*&*Jge!9mZ8=(N7B
zlC7|Fmo3h-Hr1>s%o?g^bg&Wh_|=&}G#aKj)Ha970Qr-xRs@5+8M8IL+6p2D7PS^5
z6BK>UBZ2shXL5a=H~<1N?>ly&>@i_}nkXSs(b=tG&UwGKQzP%N&1W_%rvZ8-5PzWJ
zv!AsY&~Lz*sv-_>_b%}4%zLC2gb9#^phCg&)S{!kQDC|{jnwMNC}G@O)%a|t;Fbk^
z8NdX5YXUc3Nr*;Z_wi7$)|Ac7up4p+>9b8FxXm>N8zP^y(qQ}4fuz97#d*pX@Ea?f
zSfd4_d&s$s@THdv^^U^xV#Lp{2eRr|Th)k`@#B%07Cl=KKbhTBDS0w9%X7~@`Vf)>
zMy!=N8k!aXPzd%potjC~fc;xV7vZecs6pAZP(>+QMzZ5{2CQb(DKV>~;~_s{?c>Dv
zZc%E(Fo}asy`hzFYT@6ixf$;psX_wSO|PY`iPxE%MJj9@A|aq^Rd8ro^{#<Q32c-1
zG#V7bgn;jk@CB0?<1u&;>}txTC5uK+>!nH}RZC<zns5(7X&|g;fCMXDMoHtcBA(2U
zd4zJ`?f2QGOP0kXDoi>BRt-us;okGA2H_P51O)DabaBI|3wXB)JL1eIx4UIAQm<Cs
z$+@>Sae`%{0b-9rtu6X^Ax9vhzJo0!bvfbstBi~maZ#it=x3CC;j$=Y!;robak{$=
ze0XLeVYJg^BveNEDi#eo>Y$|aPrlI0C2StaIqDdmk-t`!G*T${Gaxba8usFXbg5XH
zMPr1xg5)I^^J|f}ghC=(c=}Yaf>im-pZ(=ueDvW5%d;~$CxySXyhx+v(%g(zp`@vt
z7YVJw&J8HO4u}(ANjBh^nOEIbf%oO442xZf;J%}l%S_M!OgE`{ByM~H0T;iVlfj6|
zD(?>sC|ij{VXG2&Jl@;u<b-yi)=rhC_*^JbO(gr3=5c#a@VIt-UgoauPPLOQv{IRN
zI<vP^`J3PT?zdlm_0RwO&p(u-`^Wq7y?+Gqc|yqrEcai%`ttSt>ufa50S73Ry+bLH
zE+*5xMw?gopbm=RFyxI!d;yHOe0mUO!FS44Eyf;>&al(%GMdnk@tM%RjRNMe*)f*l
z#>s|*7{H<c@F6m}9kHMrEI}W@eRp(w{ct&*utCc+Lxg=k=N3+(olFYW7H%cz%w!&^
ztcgYZ`0|UHWT#FfvfSO@Ct=4ypNjaiQ6H8kc=A;+>zQOelf-?58=s=>e!JYMX8O&{
z^Z=WA2rCujE{Z7b&O7(#%}F0Ha{YYT17yEt-T2f0{C~<8XU~rYr^mg?c<=h8_u_2$
z;$r;#a(pzX9S$0R-SN`np8Dpiw^OvN`&%N70%vu4^!gs7J+<1?hnveAx-Kr*Bn}P+
z`)^*|!^(eob8&k%9rs6*(GiTSTsD1ieoWuvL9fof;Og=Up^S#>v(xkYy9egFVYdl9
z|N8v+)k{K<u*GQcZtS%Ii%sboVDiL2HW~~&)k?cm=r@}CyPaC8lJL_b5bt*fJdilT
zTJ`4Ha9GR6I?UEwOGiTNCC^WfFy6noy}FyS)TGOMe0zCzae4+a|M+kWevFtFppWxo
zkot{6Iy34WoWdz<R4IAv;^<065iJ|l>bO6srJ{{OoM|>0^MT+%OrQ}GEM#S;cz1Ko
zwz0d{2SmpD6}A%FXZFz;RH9H~eeP%^3VebOX9ABP)_s&g+aO(gLLM&^BVt^FjALH+
zZ{Ya`MoIzVD*70EK+ZVo`-pV0YLqU_k&DE~i#mWGDQMpSb){bsVGcK`A*QY`&ddPU
zg5||`&?{g-=t##098Rn~fK`oZ@J+Tgg(m6=G8E}$N~2nDHCS{qd_)>nbwnVcX_?hp
zrY4<6Gd>z-Qqekv3dMXh5@1V0On~Sj(-a+!B;D9*p*yLTfKi~!VT0Fe-g6jO7j9@&
z3@20<fdbo5Q_roV(2#u@64|ECfSsPTAPFz327ML``LL>lAq^l>+_@DJ$_H1Gaqv4K
z9@6X0q!)1cjQTb3;Eb9~r1-dac=3<%{t{eXMx%Fg8w&wJON{gphs$GO93@Jrz;#1w
zk3l9Ps$eBAvw@0eA}ET06LQ(%z(-uph=WpZqIsK4q%8X!>&7JfChG<o8eB4`uozt-
z8O`#MGD>bavfc)YnbnF}PCPfyMiQbvmOS#0tW#0&xcvsH7#R)NKIu!N8~}wB9EV;k
zS;Hl@vdkPsd~{R5km}$YC`3za2~~@;?6Pz+q1e%=mMKNE@}*~vO_NiIs>*`G?9L)@
zMx$I=)hP5T8P;)R9GgKMWYSg31l+3{I<7p)-CN~5Ymrj@P9OJ+NKrl-PO%y{>V#{<
zNSG9ZV?$495!LQJOARR5YSf9vj+6mTIl$~|Y(EVODH%x&cvc;K1Rz2b8X4sOwf~sP
zbfS5HDa?C1+0v?7fm&0kl&Sgx(WTd+<dHEnMuP4D9!fo^UX^QmJr)V_KR_TJmpc`U
zAo$uh%^~l0%x^Dd!(2tO2FN7|8t;JWDkLNO?N&SzOT`o6KoDgs8*%Sdlc^|urk;E}
zR4bCg!ImD21VUiGszu&qZl9BaR3gcIMg{{;aIKb7DQnwUMfd{W!7xd*bd@JXiv>=k
zVeS>rYvdC8wbs`(XvN%Rgh!o(B1n;9Wl=Qu#r)IHsC<wLmaxTznWuBJPk#E-zxXfz
z_kWrDVg}VqrBsN;!bk=@AM^wqJgTpf6tr4xRJ!}PB&YfTF5LTA3X4c^kv6TKr=F43
zX*ETI6l`w>S-4v)d<YOQiTJ!nEECg(MkX(89;1w2IW~_6^?D<f%=vu#l}0VIllF&l
z!4QYkxHTyH1J!7JuTbd~YrR6b5lie9O5IBHfB*ge{LR<j{L8=m%lH1w{_zg{P#ytc
z`ikzHpIray-FGkVUKi6lM6n>@<WYK4`9eHZ&6jp}s=fN&<lqEcA0J3qUhyQmgu`*w
z3(%hW7z-D44l0UpchI0plNWfR5Jht6=U!KsHls~T(&J0|gBeP<qd^*?cae<>Md(!w
zDzFZ6fY6;bN@~giOfb$6<@Y!v0Y}K^X8OuyqU}bJvYQ$(PinYZu&ojZU+JhX9&pfW
zvy(|wcXq%mbatyuca=hty6sZhzgvv$)zjmC6*a8YDBj<kPKLX$?}q2&;>~3DxL-a3
z4%Xcbc^!ZDNB@Up?%C-fGt$AJQ#%{AuTHwBqrF%6mq)|qpjXG=wcip@U2k8#_~zZq
z7dL2E5aKB(>i3(?$)JCJd~|(r4%7bpXn)#oJ-@sB>g@}R`tKedj`sJ?j;GTx{<A8R
z)%od||8g?I%6$O#;pP1$Gw2QIjp^m9#|N4osgeBMZ-4dT#q;CCBV6~#2Ypnp+snz_
z<>Yb-mSccT3)mPlWv5mpA_;ea(n<OmZ!WKTtyV3c+ix@}0IKK0G%+E;^~pQ}=Gv`N
zihXf3J|6+&Zw&jx+p8N0x6E>6As=q9t7XasAlS2vjaAAeT8cXK3Q-)n+h`W^Y#J|5
zPaK<@1l!^Hx2q*=UA6Mg9;NBk5+1YtW(y)csmXE{sSV6VjvQ7#mGL?p6wmGC(>OaK
zLF7-6RJ0ANEP$9yCKyN1;;9ry)g-Y6AC>hVn0LKIxvn;D>W#D!u{iVEH_}n}I;Z(2
zeM3QH2Qvsz3g0(ikXp9aG}J3Fcqr!QShw;0H45xo3c`s7m6B6NI=^60>dhJhb#k=8
zqq(v2+gJrvr=9<NMm)EK8(*)|VvR;XL%G7TZji~;A|bfPi;xGbSjb-ATwPqAIY}sL
zwM;vJ*>M=Nb6+KtN7~M`j;)=NYnozkC_#M(NlJ$!Re%H%scQu3U{b0{J|cX97Yn)k
z2ud7(Os7mic*PlAXd`lMfF<7o&fs5PvuhPP38R|YZCR(-3m6x5KW43gcj6WSN{IJs
z7`gyWM3AQ_3jh)3-mv+s+pFvo^|XG2-7{^dcqC=u5!lZXRD^kpfjs22WjUVh^a@$|
zGQCtnV-Z0}>}No3K@PyVWxn0e>Fs)h4}gYBfmA}4!6;{#StqF~2fRsbrNOwZU-g>T
zVR^|HX0S}V-(xEXHrli*4pvOvD*CTc<RI-!S3D-O$7BS}0Y6qbKdTijY-p9lrMKV|
zfUg(&mo=)TdA=B8DuArzCtt8`Hft0rZoCqknVeoi@aXTMZDx~BLqj@GD1lah_TFs^
zBA&oj)ythAx|W_gn7cG`swDZZR7i8C3urQv07)Yw2`LWZ8A6lWZuAg%Sk=;XPQj(a
zxVpWnC9TQrq!bDGEdm!=#chMi#cNB6t4(fF%ef9k$HPzu`iyVOM<0Iz{0-|AP1Yom
z%cVlI)nqiri$_4gw5HoI8+b3^UJM3lO{Zl_Ycj4n!L1lg>{N;VZEbL4OaZrzoqIYF
zW_~MXa|FgCejk@DJ`X5aQ#u~O)!8g_m5Lc5P%h=TP$i~`3B>QGJIb9+1ac`Ke;5t8
z*!|NL0wfHtY^j*5lye3IL--QQGg#E<6_SgWV2Qw4g(M8*mZ_V_qs_d=7MSP(xCwrl
zbqb7ObDw{#k*z3J7LdLc=jYT^4>5zy&;H`)A3po+$;!g~^1{r@iU{2dHj5l+>yxJx
zIA$V|Z6oePE7uN4ve1&@72{6f_q;e^7J*QM!^UV$@RJb{bDf9lcl7XZ0K3|BcvMT}
zce9}E1;hlu*(+6stO}?fip01qZWZhKaH^5cjXMVi_5G4RyjLin4S?P^4r|RC%g20a
zuhRbi{@4Heo3Fn4w}1P$AIj1F<Nf&FKLSi&srb(I*~2%lzj<-@x|}O=osJPY=JJ&i
zxk@^}S8KG()lPXA9tE_gRgG3y;$sET5>7F&?x7Zhh*>-mhgyk|1`at)@1PB9>jsE>
ztj<_0Qa*ps=E?+ONW|q#rjX6UR^6?Z@!O-ufP2qoGWb+0#EP@&aw!{)27&=9*nH(|
z5(|2>mfNkSYem6P4`CEp3GNMs|9IFP54#HFA)PLkT%bYIQ4hYOOw`@jiL}b`PAxU=
zl}QTjmXej7<lQx%^UA|T|K&~p1np~BsTX72ZljQm{kK2;BbjLKpk1d+Xgb_G88q*&
zCU0ImJX~KQL*3o7AH2Fa9nyUL>g6lyCfVFQN46X7ogeqVd2!vXmtQ|z-kgn}-<;ip
z;%dUuAJNSC&AWF*7rV{f>x=6bcP|+2UO!yio*(_;umAhOUjLgf-@SVM021}`c>LWr
z-%Kad$9oL?w_s60bnUm9ZgwdK|Lu2QUY$)&C!=Av{`OG-v@(+o`#qfc=O<%;5}9cH
z?&6f`^q|w~RMGi7tr8ze$*YqAMUNo#+vUpT$?;yjbaps=es$Sx)G64+>ves0b}>Df
z9!<zrKq+G^gg!CYuVO6g_j?R@<NbX`FKqnX-Ns~eSjiU-dwV<SOwjA6@Db6HYN7o-
z`jJYhaG+IzQaj2fQn7#^$m(9LP)V}{*&#C+@jBv>U?LU=i2;TSfIKIulknXtp7~8!
z-xyag81tKmSFm{#=(DYDreN5^VxrpEghYcaU*}+fsWF7Tu}y>7x9yJj5iUX?zhF{e
zP4T+iie-`C?v#mE6k_GN7Dl}U@d~ezUe3H^W#P4Lwt=<4ZH?eVLC>0+j2?%k7Jw5#
z1w>uUz#P83bcv9l1J8f<`IC=74*K1L{{HlIa&~^IlHwFvRg1+W3h^}s1v5624__=0
zDgeW>g3-R`$9ha_deKtG9{?7CuZi^{+%tqD%w{X|bHVLx_yer8kd+v~IQntU^NU5E
zuvFDS$X{`+ne<XQDjaVsrZ~ZTE?wa-rb01rwQBJqo5A-G137?>4Wr3oFqt$YEA0#e
z2!pKr)~WTOhZ;|kQiAy$4orB<4pCh%6*GH4^I(U_vJ!eNfO_BNMs&*>b8Zt=4musk
zNLD>|f(<X<P^0ow*y{CZMH1Ni7^s3<Hfnt+JOc4*=f+!&>q;?@8MGY`XW}PMg%%9>
z5-Lg?=k?-c_0qg_<{5S`3)VOp4Apsl17c!Lx@eGy=q#g3`#p$Ns}j1liI*-LfT8KM
zbV|}VgR_e#7w;C9ajF3cRN|2%xk<hfF9Z}RVSeDV3kr@#g=;Y8ws>r7+ZMqq$oRAl
zd}CdY&gOiN!Qn=->hf)G;@ZlmNCmouji+P<SuDK0iH9CP(&~zc;g%_c*AG7k1S^Y0
z1W)j}+%Ifw3VcvY^JKlLC8c)CY|s(u#a;&tBA-t)@s!KOR;Oj9vcW=nK*Icjoe(~v
z&AQPW4E=!sy$)>FH-WS97+N-XL3*~gV<F17sW&q4>PT_P>e(&;sovU7CSmwRfdSH;
z%KN3WTkbSVp`a&`2*smVyyB%yxLwN@GSN<x){ioTx>yLrv7?*}2-Y#H1&ktaX(a$#
zsR)iRdqy!#k7e9kON%qlgj#t<Uy)d^Qd-Rxy5lW+9UB3`;;T`?RioW$Y37L%vc$@w
zba`QAeo-M35n+Dv<nurM<3IWM=N~}4*Qx;DV-S1B>Y3>aj$bYk4cHtZBFSbN%vqOj
z*m<3*)aYQm)ZyOa{^Gice|1|o;P{cNrR5>vb8~?}z4)8QJLq2JXuO%rR+I6)VzF1P
zO$TtSOVrABs=J+Ps}M<56WQav!9lIvN@Tk`mD|bXWPh-qE7s$gZn@sAcK+8N{_eXs
zZ+@J<zV{=`59kgseHAi0li~E6H^2J&_1E2Ii_R~i`k7#2Cz@`+x-V9D3;eToF})#F
z=df8pEn$n`ut4%+4+4T4rgS2T$J1xk>lw*{R$}k^u+0Vp%xBwtUoqndY;J|^+nJyb
z{!A*C8T3bc?bgZr<Nf^dd~dIfP!I8*wi-P4T+J28+WFkEpbt+Ml|zERs~FE`qq{h{
z6QSx(nkXQAg&o?rGpSO(5b}FV=qyoBKI%*c?Ue!;ieRsmJ7^aMtzxH=23&D*j;+3Y
zJSe}u8C;L+7o$q6nj9SLkB^5x{qsMiU!zk_oR2zJlfmSm{ru(}#Ma~W=|Q&%rh&hU
zs)aE2;`!s_-Q|n>v**{eG^Xejy1N*h9q(OEdN-#BSEu90+p7}>8<?b{E~SbD1FtTp
zt!Cxr9U0309c@OnovV{$F!MK;=eKuPzyJO3&yM*iBfj(LWb(UT|N4A#+@{cSXQ$il
zeD(SjWs!gN-Pdnl+&x@QUf&7TnCv8PFHXPv@+~9O?oRe(a8S%*cq^X_`&4`PTGd9e
za6>K8u-n_~l(U74@yY$wCA~<;2i<R8K339+<HN)0gc_pmWHg!_0^uj-*ri93)#@HX
z88RP5-n&h@Ch`2A40}~TudUsK{k`f=dAHU~C-b21f#wsu!uVIrW~%vA4F%I5z+~cg
zT9YAXtC)fp8uj_AJW(XMye>#?c3vA~?(|ye{48-QKoEG*%UK9zZnIVi8Ji_0PU)1-
z3k3^gcQ#C5YBk|=T2|GxW82NvTs&<;r;@W7QHNbF8s3>SvLPy?EkVCeBUSjf{WkNK
zMy`23Q^|?Uuj_Quc`U^A#hBF+HMNg~3ZVq7uacC+`fIWw+v*Lhv)FI4p`*r>vlaIj
zR}+%C`OS56uixG8b`Hm*ey=NEkuE-)!FGl6V}Twf7D>?o#9|oWYLS>xgv%4#x^RKN
zDwVj5YaWY*yWqmiV`jApzI7RPnL(l4(rYa$1%4;>@-lfk;09)mlC6EvVQ15alCY*G
zxMyeHfUU~z21*h$15<><LNMRNPeGax)=6vFu5>7G?ky+qQ4Ha$3N;OkoM_BHZj*uG
zhxMNlk}Y=-=BHXAn|p@2%Vplgc;hfyf?Li_+~Z42AtEz?6qqy&1Se&T98phz4XI<D
z+#g;YE8a7<qIP=HB_ao_(oG9KF)#~gYaTPgom{#wYc&~p-1uZ5iIDL54N?jC`c(;C
zOJe!l-16t2DVG*7*h81X24<8kE9NQVp50JO6$>+3(L9DXGN%hqo{)EVU;Zc;bK;9(
z-7m3}WDdu%=EQ7=8H{Fg`prdxfCD^%tOU(RvSksbKGpK#mQfq`Z__};YY(2A!)gxu
zw!L=dSXInpb3lO(QMhiwTtp_fR>(BURZ<)D3Sk?AI7bIGQB7*8p@#{gpV`QRPtOrr
zs9C9`P8|@gpl8t`PLOkXiHUk)W_Edg9@+w9doTb^ZG+`-v)x>yx=6O76wkx1$8~Pq
zv||!<ZM*3Y1utP?+P9kN;=&b4w`tIg+1!jr(PiC8#bK*@gFZ(*;3c|3#0khuuhSS2
zl_?bfOB6EzjYA#00ks`aHidL>+^-Li`y-wTHqb;A%NgvyQqot>g`*)a1!CD;X3Jrh
z%cWL}Q6^rH0P)Z$dC(BDaL{3Nq_}CrYzhbCYMFdZE!9ZoS>luSr9N9F6^q}iWF#UL
zY>ky%gwV^qAYPdN<%d82<<I%`p=fcD=pv0vlEpclLK*e>vymtaI_M<?e(h_Zl95{(
z(g~!n>(_b#tgwjWwQ5)kyPP=jfX*SGMjT|dHYsntIXx-GqlI9gnawhWHMtV3RZj;a
zqK?D8-e|wSU+2=CIAn6N*FEClPGsAe!t)DAMx)(izLhBts-147{Xc*IH@|-O`d|O`
zUw=TS_m6kw`~3(oeRX$R<KF1&SKt2b+uvMGPC2S@@TLRNLM&5E<SXf7Ih|()n;xFw
zH_s&EcCOa&188+t1I3PlmjlxaE)?otIc2b~1gz_noA@?tF4H=PQ86CP1U)ggJM7pl
z#Db+vtXL=wN5{DC8BR`)$K#X3opPZj;GydnO3MP@KDm=lB%ww5ywnNROBrnW>143R
ziZT^q169i>Fc<N8l1_$;xn!x3t(JHASJ?H1xN9dB=<F6?e^JuiYe7zc3LUSPQfFr;
zIJn09J9j5dy0)i%h^*Omy9x^bvrm4m5X~L73OC2-TKMFLms5bN!*AX^oMBa`dvP>)
z`{mnSw}S%3dhzUJNE!F_`SA5iKodupv+k}ZFCIuNUfkc%XLJHOgC=f>Vc&fD{Pl~g
zH_sn-vN;f`7bk<u>EYz?@aFvL^@~?uy?gui#Y;+l2EEanm#<kVPL5Evx|A1DuFbGV
z!S}=M#k*I}1pw@1bUi(q9`@cnUNM6`oSzMwbr|NShtpENayo?@*2>2tOh}D9L#w}8
ztsLw_Y8@W-dKah1SLa8=y<O6es8Y-kk1y_lx9(Qz-6l=q$1Fk*hkeqH@NCC}{lgxZ
zjv~R*-Aa*FBk22nM=-w~9+1L3Ovb49tpKpCl=5UD8NFK7Jlh<sKImQ4)a4>xoM3E<
z_gk$(BDPzEbQU2So6qIlZl~P>n!ve26Qa$=@fQiWIfIyF;shSu&bZT#Xak^?Z5s74
z1kGTIYk_E~AV`?voSBAo`<g{3k)kG<-{T$VJ=`=44SMNNNWQS5h6SO~fvKkvSTYYJ
z3a^oBd3K5UO(R#)(nx4`RjE@+<SZG*Prq1|$~N_SeA?`@-~g~@T72>a{|O7(DhPeI
zYcxJ+cbfIxI@DaXT&-9EawO6#<YZ46<UmAz`oYgMD>C)6$Vm8co_(bZ#Q;%DvVh@A
zYf{5}P*L58>zEq@vH)w7L9*gmr@R|?jhu`ojwVuy;7@URxotM+93VFlE@*ghZm>{W
zWfqMGJi;HkeJ;y3v@T(IaN3|lkR5Q~vC<$9F??>(K!j|C&zZd;=6_7(K+LRb7OTm|
z4wv6kvlw@{)1UyDKe>bJR*#u{r9gVuQGW@j!D06aD0>?c6Q|_183~Sul+H&ZQ-@ha
zouZ1=B)2voEJ+nwMxe!ckgBrz8FVdHu9O6k<s^-W0gN5)nnH=cj>T(`;X|)kdh!M9
zR0SHB1bqD*Ax8~!mqH?&eWDdD!nbF9+J^sTGXeqANvM*1Dw+FSJpTlLICB>!C9;rY
zC@2V^S_p3#DNd|e;P+L_c>gScO<o=>MwJMd+zjH(0^QWC#n&BjYzhcyJBL2E-{G>8
z4bZvm09$&gSc1K_V*~yx4Lfq;7>Hns`6utol2|h87!@eBq&|rNBx_vQ7it)zUwpFs
z><NSrAi!YbLHoj&h(+VzVAn0{LxEL7TtETWl%TAY!3G8%tTu39E5rvh8ikygr_H2+
z?m{6K!W)TN2R=r(BM}QE6TV0|l+WbDet$Y127P=oKA`7|y*?!%VXw2fldWYlb;3A4
z4=9;-qgo>c#X6Fj`+Pn~AyFYc+N)FwREMPT2*hJ?>*l6JBHAz;acUuRA;&GvE=ZP^
zR~F}icOfO}G^#DD4cDK1@u^luhp9*^7O|ita|#%r8BDUgu)MIaw6MqmlfSj_^s`_7
z{DYtT<R^dhNB;?0m}_%&?voFxexN3j)nPgqB;gxzd&9hQ&1Oo(pdu6BpwAsK)@wD!
z0Ns-{FqtDR7bz8>a9#@w6cbr3qSGgXVJQ|X$0GZb|7Nnidi8Lxb3QuWt29mki$HY0
zM#tmcL2IW34Xl#N4I8_oTD_6T40k)fe*5*X(cRmr_sT7P9qji0;SYcNtG93d{onun
z`+Z>lc<X;aj{t@5$NgTvx%cAc#dq(%ySun$Q@}DY;qjHz#R_Y{WT8{3?H0<D(dqHQ
zanR#auSmJxByerf88K2~tSx5~+ZH3{0vJ1d269CVOww!RBZk@zYcA+3VAi)=8Ng!L
zdfi(DZ>H1JSR_o}G-Jkohn*GO+B=P!(C>_!J>=d-;EDu1X@T1uhVfOTpDdGrHCoI?
z^C@2<xRp;wpx%>2s}xg0ht6;SptW8~koQT1J*4p3^=zk+g=W8B%Qo|Vn57R7cjJEJ
zd{{Xf>>TZ9?$27M<K`aKJG+fve)yO3pZ|QcoBrxydU4cx`|9RmI{Ny}-M4Qa-oCtr
zNKb?I#pw~{j*w6fhdpGg@4kKm%Jg!2{BV0tEBF1)#k<$fJJ|h`iRnn_PrSYwKi(XD
z_44BR?S!vCIX=5QKmX><<HOa-+ZT^-U%on<U=V9QT;Jf<zrH}MLV7wmJUl!*zhn@F
z%5@2S{;0p(Xxv;}9QSvB`_*%9%)`z3^P7ve_t(98sYiQby^0=n(CdL-B&twK$3~r9
z)<)Sx=D0uVx7vHnHm?4YQI9&Leskxz+XOms(A)1*N4d{9+3Per<D;X=WP*dMSt&!O
zr$IcMh|u?qX(SQw^qaeo@aeJ?KGk!DTE2MHA5ad?2nQRZ+h}AXKHxmfVkYL=YLUAn
zzv{LRTDznjv8-fcF`T!Va46*R#v@SkV`@1c``S&D1$3Bz^9p#gnY7O-bYzDdj+hrO
zj?Lq6P>^j<sLj|5UC=0PVPB92AJ%XvKZ->$f)5;qZ6hpoA(sc?iX+X!DXdbf7Z+&E
zVX$G;5yU09^db?(bA0UM^XH)9a$XPqbdCN;4ne?NGA19~+ML%LtNe*bC0@knj&FZW
zr_W_G2w#LgTkRGim_iH&!K{&pwF>%xq((Xu*H%R{KtW~X85Ii)s)c3w{1Ry|`65Jj
z)>W`9SbhNq)6#4xo_R*GBYlX-W#m9nc&JRGxlh=Ik#wVlP-p{pz;DNxWYS16nb8P?
z(+rasw;#*p1{Xf7g2#SUx@=>0D#Nm6^jI<BW3zOl_P96Kw#|C~ww;w6=q-z$SOLjF
z7!(XV^Q1&kcp#>-$0T>=2c?^c2q^<253HKWisR2f6OCNL_Kh=?A|c?SOd#+*a2f!(
zV5bQafCMEH87om(ngj{Snesh>Jm@7$0vsL_5q;bSaGI=8aj!8lQRgIMtnyG<EfKBE
zJl!%7z?8#tFai%;(=LAY2`Nkdgl<RrAGP9nTyaQP+yKS$tXhl@e~GBzmPLTUf{oJ3
zmw`^e$c5|yID-`-(--%M1~j4Las!o2?LZRT*dWqK0k%#mhM&fo)ni>xhkTga7@K+U
zHwYA%&82iY?(@9I?P`gd!ZV@B3Bwp61tOx*{;}{eGqe39f+|~h3U$JuCiV!qcOJ!$
zY$mA?X6B`t8CnkW1^6rBXe_qdYHw{@;bp1crweJ6wr{Klc|lt(KBt}GCkP+dX+!TK
zsT6j5_`|JDi_L1?Wc!wk?f3Q=C`voENFdC$Sg+fq!izU`o$Jj)y2ZyOpN#QXE|m%S
z@p@4Lk_q^{001LC*G?uKgUA|iV*1JgtWJa*^%^4?<MZ;;yo#}(YX=qB+C@y5(xqj=
ztSFbPkr|*`NP&VXU5Cg@|D$XL>WgsibZYjG%X72hr3KN_qL#0hLfe2=F)vx3ee(Io
zKl|xVmgi^4N36_zrV=fP=Vx}}F}%L`)xvaI*=*~EReXlqCKHKf`m>zthM;|&gfHMe
z5Z?mbZk@=j)~XlU$KWbQe4ewT(+W&`tfcj3w_ZPJV+$Eg2S@uA2tw1*UawUs6(W(U
z;QQL^l}fc(vRiGwd3<x&KG-idM)lU9x;ttg{Qckj?RW3K;=KC-o!&p*mGAu{04-p@
z(RsMMe|7(cgWXCX2EO-}BOgmwGgK+2E9p!lUzr>Lp*n=EssRzHrQmEC-vuihF0S(l
z<{dX)5e)WRhl1L+Vk&kxc`G@MYXPeTD+L9Fo{e=P^D&Q;RO5I&EEKY!z9xr&7kb!1
zvsnNxscI48M2wCMAUAYvKn^ANgYSsSp*qX3T!JGVGdIdkEaXhYL)3W)8@~SD$@I8X
zOoe@Rd}7cll950)7pdmMtR1;JD#mPBye^rjI;Cl^a4{;~991q4OB2xd2m8mzlTSbT
z#gmUeI6G|LPWJB4`bR^^T_@kZy?=9e_;|$_cK>jF`~tefc=YYpU%!65dwF;D_Qg%V
zRUZ!q-w<xRJbm->9@kbP5-OzAM}xiFD{NWSv*X^yNgveLyVoy&{p(+ihX)svqvM0U
zqkack{=@C%w_m<}`QmXrIzBu&9drkW!yzX4%d5+S11_3}y}j0O(4z_xX2to@-q}%?
zTlKfU|L?C}+yRcbg;d*u8Qbo)E4!6!3$$sck&XsPG-Cd$l?tF%yR9a8vEKe(tJ$Cp
zoBr{3xzO9Kap^ql_fyI2S8rckOvZQDS2q`z6bN*heB&JyFxapo0I;P@uTi2xsM~2J
z<Dq0EIN0m7%B7t|j06E8NBFCibgB>!jk?WzEI8^k`OM5l0&&;Y?djQ0GU=xi$Gpb%
zIG?&6+m?s_Z=z}#Kw4_$a!xD0fRdoFKZvaPo+Ggl_ITfW!%QKtNIsudu5@hJg}pYy
zkxUE?72~dR(}v#(GB9eG2PC^d&0NHq4k7^CwqjwH-8YhpO0+ch=_k@<z^Ti26T824
ztz4l|aLVvcwMwF5-s7<Tk7gV;V$j!l0W(=~rmH0qIAEBpv9|4ZyA+;u_Vz~OLy+JL
zpMS~@Q9SpAU!1)1g?S>A>J=Hn2v~TgBa6;pW2-4%**0#-mq?8%Sjuy1(@`j!pJU>J
z#=tfZaunWU0hUfiQX;Vs{=#*?3HZo}g`Tw<g-0|i*)67IG>V<fyXAlwrd*sCU=$P<
zYvkCKh2|Zp6xKaL7LN%|OGL)7og@Op2|W(C4cy>})oLvcXQb({bBmuy!ytPlc4|y4
z3>$1bxp~mC+?#lwO)gfYMiZsdDM00Vny(i<<~8y)R=tjiYYTXSQYqv;xrHXfre0|`
zvOLnWfrYSYR7v?J45iE}+*4Q_$ZHf$%IBG;^hl9>|8<>e=_xD7SzZdva^feSc-FMI
z^d&RTU{GuuG^k;eKd!5>{cDz=Jr&PA)k+r$<uScb&xHPlFAiLlR<cM*5G6PYW;2Cg
z%V+t>V~gsTi~2y^GgPZZkQ1b=eUUWTPBNkgw>LaC!goAPaPlcxScO>u|3BgLVKdtj
zMoO(#yr5ZLSXam}CILVr$jPS}tT~<|_MyyLbQ>te3pn|u^E2pREA!9hpM8eLrNl-h
z76k*;aQceH^6>D;zGc%Ovx?_wwT6wxuGr&*c2A9?#k#)6y|AsD175}uI~*@iI)JZ&
zfnZ~|o=zuu+a8XOPfsuMbPR>VAs?xg0ARpYrBp5CD@DMoDRKu#BUJ4s+ei$tk)RJA
zb%SuO*G2!A$GO3D2P>wAKF*vHjld4sv_L%8$d>1q=AKE|>MEox7KPWm6j^HqQOrhh
zsay<LTP_lVr!dgTy}T$;*Ax=zqCovxS)N;`ah@r9X^sJm%qjENlTUvB(FZ?Wc>3w$
z(~r$s-a+E1*T?h~al7H0vAIUM1-QYr63@c6i9&OsTN9TfzkmNHt30zj;~pIN?k#eu
z$xz_p_@a`^cgi*DcDoID*CTxR@F)BA)=}?ZNL5KLmk)&svBY?<*R9m{NjTQpzx(yy
zoOF+|fsJ-sht2l5GyH%4=I_6H{p0lYy&qS8V0Qqr$^nJf7k3X=uP&y~twuY5N-~Uv
zShkj@)u*_V%7dKeHGgq3X;!Li^Ld}Lc8PlYMkVkfwRcm%5D9@tKE!ZDn2fk9`PA~!
z*=J|y+5q7gbJ|iKSJ=Lpqp&RGr_{OIZK3V-+x7ict&mUV3+Ya$ftnr<1%(NK4I`}M
zfG6hnF-6e!SS}WF5XaK-W}Quc3Cq3LvxSr4_Wo{kba;3?CLoA77W8ftx?_05c;Bfc
z>iH<tuWmhA$wx0QPX>FXgI4NtTzNR{T#WfXDFn1^uJH8p&%XHhLt1$rE{<+b2Z#Ih
zqe16_^x_bgMg8IG^z{RZ5gxG)DAe!1dWk3hWVm-TJvlp~FT3+dw(-@A$#@h4&V0~&
zxI8)^??JAZj1P`S2e;>wH;=c^@2<)_`IGVZaM0rivDQ32>|*Js=aR7G-PPU8=Wp(B
zuIYUG`b!8~_uqc|HQn03`tGkTCnxnx<o*mJJ{66H$J-l-tT&ezr-%K~egj-RUM;v=
z`BV}-#bLjdiMR%P#p6RX#TpD)2EXH@ldG$1R)kYzJ3i3MrCtm2Dt5Kw%hSp6VDEU)
ztrd#<?KU{F%d@ll%j@gY360)h@JGFNt(ZDK?2_)JVUt`UoLJzlATP?9+@KBJwwwz3
z^U**ppKO)0U@_>2%EcoMqOGAoF%`>UBX&7xZ*gyKU{676kjtbVhuvZzW2lb>gVbHo
z%LD8JXjt6i<10y4ZkaZar05dGb-%H?;ob6rIYl#JzlnSyID`d+0`h}`qtd;(36hkg
zq<TfdHVTOP`+>xulL!(M5F?Y`wD|NXsv2x|@L*bn%C+TL1NNXm8q&f*U^zkra?{B5
zy-FxVUNc$OsW@I0&(Fc|JUc%-7#{TcgU0Tz+p)Fu><c=($>Y;OOwFGV@?Ezs&dlrN
zO2(2^sgxo`%7!qcv0oEHWMYXykbT6`g+*=>24i-42K?|k0$*x1z0774(0*#E%_<!M
zF@BG6%VAhI%IT(5(4B;P8Ne(tKI-iG{!Y`XRU<dar5@WhfIjug3cWuTC6IpwzWRvM
z?uHIJKS$j*Q=$+evu==3rqu;)3f~kHrcNe86T`CQUf&?0OkwM$L5sw}1It5)S&QBx
zi+a_j)j3wR`2XoK4{okAiTO6xf$F1W5sl<M&TbBL18~=E1HvQWH4FGwDg{YU5_L3D
zZm5tj46BzGZS)^eRLv1DCRhiGbB;J6tTwFd-i<Zthg1vmHa(EBCuXITXGAAmRxZwp
zo_(=~F-gQ@i&1}pVJQ`GaG^)tA@d_d^bLc`ppmgfrq9BQr;s=XpE;YBuxks3JVF`#
zF^9zva9JaMw?QS}GHE;;22^_FdR|L*gBnf+V;IrPbRYo68TBu;O&FDsreafgMg-t3
zk{yn(tlzit^fSfcEP5l)HRCa+^o7qqdiK!=)a~F!mo3f+I5NE+!(+(rK`$L2otR8U
zZa)AAzz%ed1_OThxK^v(q{s1v+1|V~zr^(ljgFaEsMD-Ack5oaE5VKsu6w11*&~sN
zz+QGcw}iUYWa9K}a(;3|6&rzQN?mh_NF|dhrpO2eDXYbG3677gLD1`HS9c;lYpsy<
zvYj>>0rCZc!Q~|p5Ea^nl#*rUC?NHsrFqff0>TtaN4-i;85ledg=__fApS%8)ggp2
zI?Ba!t4c91dq!N95SBzjo0W=}RM_}e#FE8@&wu&BM?e4RU;N~c#dBYfULmaj(IpcI
z;o*#V{WyMkd3bCa2)0O?jO&1ru?=J0q@9!YOm@LQdZTW8)CJAY0QNTK_nse}?<CS}
zM<DhL+90nF8M>wi$MtNUrOc?^Ze+70^vlW2VP`-CQ8SIafA~NC`tPQLX}{7w**_TV
zb}q-K|NHO%;mcQF|EPWaz^0e)``zKp>egDf)9d@o=NFTEo7s-cOm$i&oGc~_^&MP2
z^-_B0s5>|X-P!4xDWubD-?M-yndKvW)uw~uXmoI7Xw~a-scVf&UmeB10(q5Wv6bdW
zTht*;Us=B=?Q;~f$u79nS_Schs-69IeXoU2Dv`x_5e;JED&_EVd8+wXEaYRc24JvW
zEH>--yR(8h3=BfdpH2GtB1&Ux)%wlDV}Ce2IzH;r(6f`+gHTpXq$1nxO02(|9d=5?
zy-GUnXB&8UP;1o_&1&T2ph}D5^a$@ipuW_T&p&<g@rMU{O~4M9)4^f4dUJX-8TMa3
zC*(+z_VvrhI}BX_NT=h`*I&Mz9PU5Dx*zs`_3kwkh+(($;_>-zt-_>%-<~?i`-`Jj
zxU<fVSsFgSAq{zePoBBuXoOio0OMax$HXXmZ3?v;zy0=gyH<F4e|N_hU!Os<xICNg
zH7N!<qoErg7rm4891&@R20=1na(Hrkc@w8|Bpbh&j;pY?_Bz=Z(x1QEtl@<(#N2zW
zYF_}O<r(2lC({NVux_{4Y0=c(sMgWM?#`!`Y?_}n;0Y*~@2+nF+L!ZiIhe!md#zrr
z+?-C%Mhs@9>|U#WaWclc#g{@ltnco6-QI3%ug|AnxkUQ_OD_0472=m6S3K(PwyNc9
zI^v~;GhWU_x#TaTvq6_P>T?@cwWQD-n;i2>Gn)v9(`mP3Cd9fQa=YWc5Pt87%hSje
zv6`cNRx(MD^?K#1UZG}T<R@MTI$R>fyG54JxrxG|Uf1bq+rcOH9-S%!LQVp4@yQHq
zPZ<Zq{Nm!w9M#OM6frN&k&d5RqD0c?@)DWf#+QRJS|Ni826uuMB+D9RaD2sLDuyLX
zuqCC5NW`cI7hrL0ZI^e7k$|58Op6mnx+0pHCH#dT%w7*KmSSPvqK28Uj3=M>h~SW9
zW2K-&(6}-?M;eiV3h60InYT&6zvJ-76NPn(Rvo|vyk8(o1f8x;{i<qV36~TTi)KZH
z?+fYzT7f|(*tC$LsJax=k#-v$F2og?=v)G69}<EFDUVGeM<fR&D>-a<2wYCHk%5pz
zGx7pTSIpyJ0)f<O)o2;0P_*3dgO+fyfLg%vf`PU&yGYOy#sV=za0G&(OCfi!n`um5
znVV&i%0P%69ry-QmPIMI=@`R|q!m;W5r%54>9V;wBeg*DUyx;BdB=FRsS{xSvV~>!
z@&ZPEs2xT%DwzZ%{wjbki9n!|FAJIyldV>YxlT&UGtMNiRG82JPx0)dfJK;95-~63
zQmj<vRHf@_o(B09b9>lft<28)sg$*?(*a6a)~u6T4I08h)Lpr_yj){SWS*xNn@V&I
z9yZi1t01|c99mgNaurFSb(0&0Tb?4M<s~8sI;l*z!dxngdE6`|d4yq8V9{rNMv7tP
zlaE2ZFV1|%Eo59N6pG1sgiZd*<kaPKEj;<08YGe<I+Y^m515TqhEQp!l#9j0c%9p>
zus<B}`SogL*zbWg!P-3x<}jISwtJa$DgdyBD09eL%tgTCQ0-N(RD3R9G#I6Rf+j}+
z>=1=Wmn5r1OGrBGjrg{4A<#wvH>{jZp)Gq|o;3IuuV1pVB4c_)rjv>^a<Nt=6E82Y
zOhl@}L}wsvA%`V_y0wHOj@6``G6=bhO!2w_GMJPvP%JTn3F{9+rZjXT+{&a9*^2n{
zkACqNKl!i!?Z5u<(#&T(DLjLP1Z9=Mu*;W?Cj8sN2#D8<igU0hU?t*i2dxUkMtE&A
z1Jijy>ry`API#=j2ss@mV&LWEyiv%Fy4{!0UyTQV3ir=Plhfg(U8#4f)nTjMEEKb$
zSR=c`^i@k{kJ|mC{ljnHetR)KWBQux4-aa)kC!+9@IU_W^}ApFIDLKJ$CV%0?QfRK
zol5iZ^8WSx%lq@&pv$LMXt&mFF>e6leJN3F<ZF#Wnd$4O4;p^Yh*ltU=ZS0v^S03f
z<_mzNux+72MGsv^$u&5rYC26=K|=k49^f{cT_!^glf2KB@NR=t?P6bUHW>`6<<bGL
z)Ize7jTKT6>|Xg)q>hsb1HIo#Lm6HL928i^SP|lKcwfdHN7~{S@JoiVXf!rHp58t@
z0%d46N`qb#lT#$@!gJZF$Gf$}2~PWdJ>+w?tJ%|0eYn3fJ#3sGH;?-8yO<-eoaMRt
zd-}=GSqQ#+^>BZEa&vxoJssarL_ImbI6eL5>$lIJKc7wn`_>z#v4^YI59j!_rsIRt
z<L>!!_uH@Eef9M>%rJx9U4U9QmuFWrWKT!W@6Vs#U;X;)F9|~4UY~#U=JE7+e2#3^
z>%x?O_55*qJY=1Ddwx9F-FZaK+8-Q^4$n`gZ{NJ_b%47b-(DP_j=NW<M=iRun~+s2
z^}^1{!2xC2U%h(s{N}nVEc+6zQUz!G-fnBqX`c?eNuRS-DIfL^KyUS1yVvJuKpF?#
zE{RD-*nVg4_+W5-J_V*dJvwCn%g&Th4U7KCAz1!yDiS?97+wfFU4oobc-jnaL>7ud
z%qqo)e;4fk^t_H^zfl#iQQMA2smemLln$q2A-<lA?s6uLrN5L(7vez*3kn#<$~Cjm
zu)S?3^@#9Ao-7fIQIvqci|N9*4fV*3+=Nvr>UP7F*f6X)HmuUcmF3xGy;6_WkSpa?
z$qI;gKH6D}Y_6`dA)$?qL-W}upTzuriX&I%7hqw5y;QBJn1XOR3EjaO?9EF2?TjBl
zz|1<cY)ORc7zQS#b;P>>P@sve8%(141*j2APoGL=XBlRsiwjIv95i#Eeg4r0KPMEn
zJTq%hYmEHZg=d(!)>QhHd68ssdH%^W@$4KwLZEUfl%xv*Ymg3B@`FTj`P{ro#r6KC
zS*d1;W1s*LnmzVrs(j#YND2C_@Sli1T1|RRZt@ErII94Sxear3(6=z*VESSxiaXs1
zO_-;+4Fb|%C4j;ZqgdYvl}3~|0%Z~rJu|9B3s|aHrwa2MUM$o?qdwrUvzW_ALy%ob
zEZTG$q=uNs4xNu5$_>NtrWD~5)0lMct2qIUDkba+gGADt4zRH>?ZG4H6p+$a7-_s#
zJ5`k|7BwO<^Z@b;JcG<gnB0hS{s;S%F_?jk?W%|Z$K`oOnstT3%kB!=s*wgsy<%w&
z8ylV4*w<;w7T{4cPmrp30O?YsH&6|-RV&8@2d;A+B$ss)o*eRv)nsC7MX+L&;>Ng4
zYxK$Div!;4w4+`E3R|M3h&<hzQiX0Ga9G(qqKxIaNZ7)IBnWpFH4Ig~Fq&GR%Wj*M
zV$G5;adCT~w(2FcAPJMFbQZjun)#CjB{*C(I&?+mO!>kB-3Q`@Sy*r|MJT{@I^EOL
zQ?3VrN{0eI(aaOg%EGErqLoYhE*EYw3g4+Zm5En$Dw!L}&TP!4srK?G!V$#YM97~?
zB^%AwU~oWCg#>Uo9L#6a1d+mYae91a<7PTl+^x2(jN*2CIvzdjAJWLWlTA{35pvss
zXhVt#2fVF%CFt=4y*{Wum1+gH@!Ye|RVt|ltm@Jn?D`cvU~<_ipn4HG1vRBn3h@$N
zuNk2>NXnW+NqSdJSC@(fF6euuXdV)auxgh`D0QNZXlZt4MYIfQ;@Oi=KmGWlPk!->
zg{PlGolwgp*?2k=P9y_is9yva8RI>h!sH)u+c6xn6Jfk38$!Eiz;2GY?QtBxeph%K
zKc_z8uqFN8o70PSY3JzR;OnoxJsC~*>+CFqhPQgI*ecapJLO_5l?z5O<c~YuYBGCs
zGM)6tXQS!W$;H8L_pE<7YP4V7KK}jh|Mu74{`HU3*AHxZ`M%$sL3aoc{bqXg=I;4d
z&!2}W+BH+`yOHn(k#nJEl~W`i3kR*<$pJyUfsSk26^UM^GHa;%wFMnSt2A3iGncds
zV9;-@6!U3Sj9bL<qE70Bt%Rpog@6U%k|*MJ@)<Sg^%$f|r6McHLjVW$QaKkdWn;xm
zm`cZFJg}3EXJf%aDpaHAx|oZ{VtII-nUvq}rB1t4fVLW}l+yh{Z%-gj^&g(UI66Kg
z#CLIZbuyjq6mzvoGM9t~<{RU`8exd?9QP}O-NZ@1JQ>!f!`f(nXRo<4=(qEQ9HE}i
ze(?b};A%QNr@y0IxEH|qhe%J?uxKw&`4}7yh7hj4eDm^GU%h#Gd-mOzuU<XBKbws9
zo5id1$@FN%)bZy2{-}R&eRX|*cf}6z?s|HCK^-LX7y{WIdq#$?m-p8Lq`!KVp6aXf
zvoGJgnH&usua2*U{a@+v{_fR_7t`aD$NNWY`8+nSAI{#rykwn9NTFS?F<-TXOWGVt
z-(=7MVOGuMv8<%SKG<A`y*`)9alemGUAnT5`+Gc$G<x^;yLVUD?Rpb{+07Yl)!lxl
zcFrcU-+lAq`C+e%hi!U@E$xgl@Mfjd-K|jqj`i#Q;yfKsF`LoLolB&mzR>aT;N{~(
zo6B+>{X6+eDpAVkXu%G;9U!>7tri_h5MNW#@c3YiL%6X6^(#f=5UlMjyA8}yG!n*-
zL_`t!j>LH}TlPEL_~B_Vp(UANj?FcDK(pSsZUFSTg=yEQ(QW9A+eRxqE1PL!>De4s
zWi}&lzCb-u=_sCETvO_nXJ(Wul4qYiU7A^9B{lc?7ra(URzmBfN(IvqHYEANqEWNT
z2?C4T4%*b^rcIlGq<IzCq(q}sGF+itq19j{qcvMRKMw#wH1mwPi{?iKsS`Zp`0X`H
zjZ~ssk|-C&1okNhSBS(?#59wU4caCG9e_|lxsp-3y(Sgew5vcK=rBU+F{&9|=+=>A
zSx0qY7wcjJNJFLD1|k5C1d58^imI}L)Bv7>!XT@Gyq*hI147LX{vLdlmJQxwtZ%r?
z3D~w6zzARxE#%QalcDwq5-hlTW)ckN?0PUkF?SIwVDE|GMm)i!P?(jHq|Z*L48Tu#
z4iGq*zKH*Cn;^vMQ4#UZ`4N%eLy1IGa?=B4(itdzO0eTMn-RO1MhL7igYlG6r^ui}
zi4O$?7^R?+BJl<7R^{RnZR0%tG8T>+1x|aD99o(f$}2=uJ}!i@lL<hyxb)<iY)Sm=
z)6c|nvn=u`86<u<`}yYpJSnO1B67(=Of0j&!V1OMZxEWH6wGW+9s#)qj4fj-L}(w4
zRcmXIN*o&o3(vPw!E#wp>X@}q&#1X{QDSZu_FpEzI95K;w${wtO~2ik_S@cL-c|Sv
zRpNQ7fWY-zakL68nQG<YBB^kTO36ZzY2?`_zmzO2P}I&G81SH<8EG1#$(j}+yjyfc
zgEn26dkU>oFSx~|$iGa3l)uw3MJ=Y+X@%65&$4xQZd)0DNe?X3E*%cIcXCN;QlsHe
zA|CHFn*ep1<$6363x{F{Tng_Gy$(;CoH)kIOlq*#&82gIYRd4l{T{6NiExx=Qg|r{
zq}81~H4XiPzID?Aqh7kQxDIv&7>EJ|Ornx0<Rnv;7g;zWg}v_%;EoIKM@at2+U(yU
zOMv(1mwIJ^#j8e!<z5PQm1`f`#`!)>b0&l4=@*}V{EH9gpMJqwQ?HcQi>0W?n+}DO
zem^Eg7%46q77z?+aWd)Hk~4Y{r9oefu^M(*!&}zywvDMQNX3%JR*VPlFRn|;#P!+L
zmv6o~9!`dP2N&bXsJ&m$7TcxWdahiGXR^K!)PLez^-TU^ba*x#-%fA%=-n$fC*9Fe
zyZi3NyMOq@KYsW1kJH!peOmdU-F~)el|u7+a`||1{hN1hQ<0d^y1Tj>-gehBg`Ie^
zoXXX5#b$9==;1j$<wFK>faK!_wb~|{xwiO(4?A79RijO(cVebd35-NS#5lqHRuIP)
zzkQpHf6ToN(LPP~Ef6HX)9-fb^&$|_qj9g(rdP<xr$#*N%O@kTpa(g<R!Hxbli(wg
zQ8>?`Ql*kgrP!P0s2@s&i~0CYK1l@+r9Pwa`26Z}csQWx=kD<lCMHg>YOT=6m0r%Z
zs<~E)fzEYyyniw%k2=|_as6~uzBz3-O0iax_OqfC@$1PK!*1>3w10ntIMsP`e>^?d
zWwxPH`xQ;t&!3-9Pi`(xjs~q)53CIjUcI;{@rQ5f`fPH2adOyi(l>N_F+Dw*ynX%V
zOPujnlm}g7p~u7p@(XU*xYvIB{PwrMdUrWF=rl^FC*!MgzQL3+?DdOV@M33&gYy&o
zYX_hp26#&Q2LgR!I=m8Y74u!cQ7WAuO{Qa5UVV0;50}UNda+)}<4$Mdx;{Onyr`6=
zg(+AsW<hrWrZ@w_e|5#}8njyHN8?j2Blm!^mYS8q`GkK3p|KBL0>a}#r#T*s4o9O(
zF4=3Ar-%C_tai&glz79V*vY1=#Zo4bI2jJ;Mu#LuT9hl$S|*o{CK}ZSbx%>hI}xPT
zypsy~`3+)JG8_oIFrozgR33O;*-SRz<5`Z-au{+tu-OMZK1#RsDg~f#7y>>DrB@9M
zIivu$H!*;5er#Jz791&xWeLz!_K&!>m!HjQg$s7&mUW%x6*p`-nFcn#TB4eNGW*fb
zKIA1zVGz6s9PCEem>M1S5=`Kb6XI@{S)*mX;w%oiT%0>mw?iowLqlI*!xE;juA4C%
zE0&hPe$v4$7ZGQZW8VJkXMdUFliuTG9i|j5XysB3;Z2!>6B(roke7BvGW*$QPe1xa
z0LX(zg0CAJm11dGU@|PtZZQ04)T`oU1~aVb_^g=Uc<+!7Ky}ec#BPhhwXTD_3U!v-
zW~0D*Z4Ge@bNhx4ycmUp`ZbvZWCSoM>MVVhO>AbsKe=rVR(`+$W@oi4B6gR;o)Lis
z>okym2nib2IsmMs+v_M|a;}e<^o(-(>WbJ(%u^5Xz!38K5FzpEa4Iv-VI-hCNxi%z
znV(@q;h<#jVMwFPn-)dVpa^k<3v?^8b&{1TtWyGWOvS(IRtXfaDi%EL_<0l(?zmZ|
znE&K6+3YNCd{&moSvo04Ic-g9$o6bkQNZkL>J7cnxw#HUN+e-XJNMbgOoKM6dDKeT
z(lS#7rXZ$Pn@P{(V>bh+C%-9B*Hm&PexePo0oN=6w-><ghQY*QQzKbsHR-S#aah4g
zQ!b-qiiEg_T4~YB^n7!J7Iv#^)5P<L<1S#^r00=}E+Mw5lo(jdp-;^{!}g{VE$Yy(
z*n}=EOXe03+(2ZoDy3CNwIagmCRtee=w}}+K6`?sXSbTkY!}Nr)p~hzooK9Bz9Ldc
zSLk@a2=4-WN9z-7Vu8+T@od|D4qGA`!s<l?)3mDRO_2x%fU(eNMS)s`-+SF@j9{Tq
zEC}SVuw~f@xV+_ju2JQE87KKjH7X3`WGq}rh4)&GTCHj!oZ{GW+t)ptptS6`FWc>=
z%d!2-4?fhY<-kQG!g`(2OUex++sJUP$8iU5LMBnHEMoxE%E^j~$-OGXE4(|P(UP~~
zVJB7~m&nu#xUFJFOVGhA+1Ch2DrMNfKK|tgUwrxzD@)P*+)gIL0YQ9*)H8ip<Q%u~
z+Y`v$+K76#Nju_WWK-<7Ss8#aeMPp}ND{ZP;^@nToW(@w@$#~f&s`j!-Cy5dpWpn)
z^d<D)mFm5Er@2$h1Y?Czd^cB^_IfFA=xBd%cY68a`tjxMt4W{B*U6+iB+mbjfA^2y
zeEGW{wXYxA`0_o!Kd`#%)!yyd_1)RUZ@&I6m&`f|rx=ZXyQ`Eg0Q<^>V+miVUD@lk
z506Ht09!O-F5WfpZRpV>O6JBxx=Oo;5UScFPPHZkqo^X{7kEAY);4F5@YY*jk9%A(
zFP#_B<M9Zv)OZ9*tJ&M%t&*Tdq)x;me1vRM4d$s9lC_;gwGic^5Z@8xuW-;$i*zBA
zhOAB}PC5mEA_oVo)2g4GPH!F`r{~k7li{m(Xm}669j<P#j!ua)j<Gf66VYTea&<ZG
zw)02b@@c;??j#=1JKfzZ9(0;==*|7)=RZ3>Xy0EQ5?4GPbw>LYsA5;t?Hpp$n!I}c
z{POe&*VpS8L?;LD@WtO@x$3`tdH3S}@@jGfC;s*l)q8w<3-0R>L2o?l-`w0C;cUOU
zy1jurarye;o|?rkU*3*;kW0Zwl`hWD9`5cRAMTLU0NP)IH{Gwke!Ttm%P*<g=H@e-
z^}4My!qwyPS8raQ9*wKT^5e~8yU~Cf0Yjo!E0Rcm_3}Ag+Ejrz$`x+y<ZxWd#s|&n
zUX=oF7!kS4$yvKp!>BggD-SwVX1s^HOVC}dYK6k{LA#NQ26j?0tXwE>#dNGw&Fxpx
z&2qNaf#;e5t<S?q+4l+6;Ct<EYj=FmPe<a-a*d`;X54mb7bFN5@`XgSNV!QS)?&w*
zj<I(1(}V;*(dY7PZE^i>(CX9@zz#4uHHCO=3*WRxV_91bc<ezpB9$VUNc-JR#x`pB
zOzPESi0lR176+o1V*^a)I@6bZeFK1#L8Vu$D1>uXqmwQysaNF7PhqRBA`pQXC7HN1
z^GwX2gZdOOs;ZTRIfGKkwKg;`&dN2l5-NhtNS&X`AV-i9Xsc*PQYwXKnZ}<{T&R{(
zD5HV7s>T4eFh`Axur8Z@ioOKG0@V#Yhp|Vsv}Dz5s0Uhl_H5zlGofBbw6MtvN~Q5w
z?OO3NC{dDwIs^n5p$fTo(}Io4X<?tJCbTG>n_(y-a!98$HmdFQb%X-n7X1267ij=W
ztJ(5sv?K`Zs~EJ*WXHnW4zODETJq-`dcDoCiusBkWKznKUKeK>tS$Wf4$CGHQ4p6~
ztf<UH1yxYj8I6#e0MvUe_`z0PQ1W>MFpq((HRv{0kt5c5BU1nb`_!seg0*)s4eD`2
z$;?V7B_n81W*)Ofzot+Vt4WaJTQiV-z^-n$v0297CX8wv@HP~}c^vgidWlTVF-?Ds
zUaOO>fGTBteczP{VnWG?NS2VrA7&~xn4)LTlwuJBEh}ImnIr{1|L9|_jMRY2VZ_qE
z7Ib;Ev~%+G8MICS4HheksZf#_^cjU#&DB-P(>0oPbUz8(Pl0lV85KAFx?b(IZBh(M
z5ZeMpZgJLUTW2KTukb`rfDX!|7>{imS6MhRq(Nz8j5Nqs@I*1ot)aDQRWQ&b^Uoj#
zGe+V+N1&t4irw_HPd}ac{8Obw?DaSsG^5chw!ddwg;FNdYP4dJXak}<!ls=OOXJ?&
z40~Pp(`v=s`q~;-B@pg07N%m!kS|b5=L^Y9DBvaN2>1}QeVnpvh^+SQw9xM8V}!#i
zTP)`G_d5=&Dd@1$nFJ0ol?-Om*fD}!<+>c!VlHe{OMzoE^fhZ`6?^R28IuVbnPzEL
zczH`ji)#4_?}h)Lz4u^l^iHpQzs$Y0UYEza>$TVNjMR~t072xObIv)CNF)e=07wEL
z5_2ZI*;&#^8jr{0IJS3gUAxx)IQRF;_e)5nDpr@&&1MsU@B93pbI$KDTv?z_tgR^4
z*D<6~Bcxbgmae=MFU`yOv=tHFNIi8?N(Bv2Hi0b!j#WnPg}4D@n?@;v_HWS0*Op#L
zR_WtjA*H)hsbnG%e2mFpn7t@v-$|ddmW^%Ft!ZKXrRB$okSWDp7{Iatf6C(wTj_c*
z1)b(RJ-^u`kgn}wZZ<f)JEyy2GVBhnj?Zy_4ZA|rd%IYzqzm<IzEf`;A5PkpEi5$m
z7Y`p_fBNSAFVDvpkJs;y4rago?zjK++kg1>>z}5tANa8Hqx<%mzP75ptE2O)+1WQ=
z{ieQIW0TMAEar>k6ZuM}w3*7G-8VM2hkMgryDt|@pp;{xfH>hYTF7Uy0mFZ51Pu*|
zS}WKmI4pAq!5>Yj1V409k}M&bBLJ@Y5`IrQ8XJ$sEoztr3w;gyeXH332#Bj8mrSK%
zaTrtE8|iu>TFwN@`Dnc&@V?L=E5$SzQS7WRC6F(<#N@K^dbQAM@7%q9Jv%w7)Jiw^
zH?QBmxwyHye|+`k!}~WM-i^is{uL@jW;3{<TZi5H^`v<-YaAbJ5`i3#`y`p27UduR
z;U9ogxW77j_xk4D<2~H?d@^)09l(fq|M>p;;)+S>XvWwm;8MT+^#1B(Fgn<J|Mm(v
z*!g7e<>URA?_a-t{lLF@buoK=cLp--yKnyTXm)abb~YoP)N4Q7+@6d^gcsl4KO9de
zwmyQ{fGG=gl1c94yZcX2_zxPrPU8X|Yj5Yx?G@t{<0TQtqsf$VqQCm~m-km^7stnJ
z$iOXj>t%5BxU)L6>INLGdKF}Mv)%-9Pmr|Vu7hLUNF^9@vXS`C=Jsqj91q%p!~fO&
z>xWnETCH2JfBE=o*lu4<hnv}Gdk5HU9>aVk8)rYqhK(wsQYJ;^FRg?dxg;9LR;Ao&
zY@JRHi9#g8fgS3-qudni?N)=Pg6&E<Pf0<*i?620K81?Ua0r=<D)x|*m4F%LTIeX$
z81yPNHv53f#qKK|PeQq*>p9?Z0(nRTSy$+-T9Z*>tmg_FnLJhP{5}+ShAz2iJ?Qdd
z3{y)~sW26X=tMGFQ9M=)7AYumSb#8fdyJa6AN;!tTfW<3#L0|DTTOeT7}AA_HX?;s
zjH+eV({&>tzX$-bWkTayem*Y;T|d8Q(CNJZ?S!#MB7QlqUK15*dr8JuU%oVJ^o!4)
zug)#f&%FHPrEH0m<r=FVR!mZ$_iHj5f}lg_k*L&aIw%DRa!mvo40RsbJliL{+ybJL
z<_L`vx;wlw_H3kGc&-FeD@l9@GOJ)Uhe|4b@q*?%7RZ1#yhaUneXoTsJe>AakUN0k
zv)QAz*hy$nuXY)9HVS}TzI0e9IOgH|;fous>~_FwFv$=WzyQy%fkllQA6ZC#ikbIZ
zwD1J%#2ILEq;AQrSJA;q;~_as=&7vT5G56&Won6l!*6C1>40A)(9iUw)e2M%;_Csz
z=5{geG8eIGqeGl=k*XkCw(;BZ9WsL8+_O_kPS5(vJm0NRCg$6K92jNYsg|llORLYH
z3NU;r*BLgDD_HXARcEF}GS;qPEz`h~1(plvjk%O%6#YJALg@&=6$ZDK<Rf4-nyJ83
z1sqlz&Ttu`p^`_$&`Z>j$q+y^8g#&Fq$mm*lxYwyTm;2Xr)9Q`d3}hpw03I6>--ax
zA_?WTdRF}gIt#p369qhL3tzxqP>3ax#YMD221S^1b5FitlCjdfmdV`QlV7<%K0a|f
z-EyhIgrrD2q|um&N9|?<pH?j-e0Bp8q1OfAO6{~eEGCoJ<BJA3g?KUHciJ4M>U2kd
z^`b$E>|-Dp&8BH&+u{U7_bbNC@#vt+@{8_BH$|xaMlH{Ri@aqHf0*Bs%O*hf1pK`H
zVZ8VYx!m&7BHFuJt;DvrzOqcBL5P&n10`_1*1&!#r6TANpeL}X=>YSsF06}}*^hw&
zGwbCVnV7&VhC_o|n7dFR<>Gm>Mq<$k#oRVvy$dhrp8N%NG8Mr|g{;@urdc&d{?g^*
z#~+2dhy~4VVv>*0du3+&(nK5v8rYL=Z`SL}`rNsIH|29>!f^la<|Y5~(}%t7?X&Up
zYIZ`U<MD8MK0Q5X?RIx|hdrT04rp*aTWHmGIAG5D<H`QuXgK}y?bpBk_OEf>zJK`g
zusiwfcYpKOzx?%2)7Ot~c=^FUpi;ipsCI9TFV83EzxwtcyUm_jvhFlk;@(&)nA%L{
zHxil6WI>p|dZS+ZKqeOB&*Xw^RH!jRvowHq7y@GBa_16hyN(306+I=)^-o7Zn+-QF
z?RE73a{I_fSZD;3u^1a6vW&ySL+sq(nYU{73~a&}+xn>2<0=<Yl|mA9YBBB2CWGwW
z8}&*)721Fqn2Co&zA{mtY$lh^;zKRulGyUcv)R$vX{XzP8v4~Yzhv2TeSd%d`tkjz
zFK_Q}S|qRI(ed~YDE)A^e1Yp8=IY^AZ>M;0&}p@{0v_|9{Ok`YWW2vT{`mNSoBjTL
z3MYTiYjkRbH@BCc-oFFP_2I)uq`LP2QqQKZ?oK~`ygxk|u|(?aHuxQuQOC364{zTv
zM<Ev?GUBU0JH==Zsdn(dXV5Nma)hO7yH-b%q$H6cs*ROvUnq-x|MueU5=vMDukNJZ
zJ)Mj%rqk^*&qNAhJnpRP({sueFZnwMyNqH`=qZk@<WjSKzqPqBY&XF~Fn7VJt(Qu~
zA>nH@H%rrlF2Tm`&NjY%_IUIQ%ntkLy^jy?`@7xagM(jvc%1C@Zq5X~wNc5j7TYeD
z5BGXIl?^DZSLfGTbQAPC`2YL8CIwH?kUtrTY@}1IdX4A=5iOY8yCB3WwM0Zf^kgCY
zz<$i+O6d&6Lxp&ZTR}V$r$vP#MVe@G(Fpd!WHjZWGCK@?Q*Sd_!`?szR#-fOS=~=_
zqS+R3M=*o)Rx|)M(HJ(eSsF-n>)Z{6-p2JMvBM~EpS)&mEa2e-9@KvlR_SZNKOC^>
zB}?;*FBWi#OIB9cNZ8F5!34ENoKLpCO4^RnQe0yy$@22*+zXBj;OXQmtLsavC}^rR
zsaynSQm0yjvAHf6N!OPbZ3dbb)vU#+`Cge{02;QwByk&E!o)>E-kKQxmFOia5k28b
z<_+%b-!sZo1j-0z;>E&?j&kEMsRAG^^co(#OM^R$Rf0mlE_IpgF-R&-hZnGwQz#q+
z-9YgrxKz$Kti|x5g}{`{*Rj?!z<?nYFqmYGH7bjSa%2tGEGi&fCYw{ol3J@JS)ez@
zLJ$|63^Ose8-9WpLzKnF{xC}3K@Ap6CxG1T;1|GC2!;W+c^J|_jlsCUPT){$h%+0x
z9n03ebU}s!#Y6-IYnrqwhcC04du7OJ0_&ue%GtjumgbE>qL}fN0!Pb$Lbtj|DTZWW
z5n+@G%A?oF7UtIHUf_8nk4dcnXby%_DLX*6Z5qJ_h6joEXZ?R-KeZZOQx<^Cjm)JM
zjr!%2r|fEc7K25rP{{;K720Tkk|T`@K)Q#D9i4$aCr>P4galnaauJ1(ZmX4iD;pc4
z2XVk#dg>Y_IKfanvCzYai`cEK<LFLxGLbFJ%NAG27Ex8e3`_(-x-<tsgQbr}BT=lr
z1aix3y8QIXDggn!fJ=+PfR76k^^T*-^v%2X<H@ws?cs4#Non?^)@RA<aYm@h_PVL9
z<XZ)ahHCF|xsV8>2=hMN7wLpQlm>s7FVyN=tyTm6ZpiP2ke^J(iuqD8U7*Vz3QIPd
zo*f@0;-PfZkKzvov9_7*wYQKjtD6-8l&6qIqrqH0?Q&7xZ3Y)M8jVTus@3wv#RZ9k
z5sBcc977igM?q?oOW0~L7UJ>}_!6M_wJMo-i9w5fmUMN&st3zYG?-4JRi1D=&+jUA
zLTj`QX=JO&2MQ1t45BESbI<wJYBFu+im7m{oXdR=;-mC|9#uVKamZq(smgDr7{!?M
zSiA;R*5{4cZTP;5D93iV_l``&x4T{Y`094JyLU1=x;{GZ!nYrcQ6Yh>Vu9Ol0TZfi
zCbL_hR{O)#@wi=UZWT8Vy9amY55N5I-PiBFd3E(T6Lw#}`Sn-d{^l?L_9x}>2S2a;
zxE{cuJJ_i;&nKs+<MVI7{@ZbX%Gny^SJV?u_@lJEQV~{37dw^a!{x)Po7X0dRww6n
zAVa?KTHPKqI*w8(v4zF$@_H@q09Af^LztFruZs*?)aOfv!?dM@tY&_=s3eYt!iTJO
zdb_ns8O|qy9ql*SL^>LXXDCf}n3551J{^OO^?gxnyt%VoLc<aUFCR|SY$j4FCg{e6
z24C4I!f=iRJd^Q=O<Hqj3(fE2S6{yQ@ZtXP@!^r_>(j~EQ7NCKwi|ru^k8eYxB2>F
zaC@@%aE9NhG#XLi*9o|-|Kkt;Z%Wh7ro)@Fvp2*YNA0VlUcb9N-rpHA8a>{9eE;g2
zEX`#9%Qttgu225{?|$|1(`yj4U%q=}?)vttug8a@?|%6erPyrGcu22!Y!|0r(WU+I
z{a2p=Q%osjJY)AY9pBwvvG|$}`&XwI<H6wm=JfJxgn116*mT&wyP5))=a0yQ?zVOh
zy4`-Shb9TU`uyaW&%rd`+2#nmQO;-Tg;ba2puii<jP|<qjnYn~ng|9vb$XQAovm%0
z{I{nQ)ZKDEe|~bh-|o<y1R?)yGP@?zNt5HCeKg*`#n^gsSj#8ibP-YCfz7yCjEBSd
zRQ_~&G&$HCpzsdSYHO3>9#jy#z3uHrE|Eb68}IM#f1e$V2YrlKmC|OTMrf6kd@1C0
zhrO<?dbQQ=_&gqsoRpv0h|Fg)qB5g5Q>|jrsq!hx*u$wHwFnr-I2>b7QYQiteEyke
z+^EpF3?^V!&@yrSat%j46c#2<JKQRjNU;9mkP$7uSX-K#fA$PF3t7memrs!MSkjtQ
zS{7M+4(k-w7aB3u+iHO}D(3Jmf%5IP*|C(f;!v+HE0-}9%Pd-hNv%U+p;2g!MimjA
zGDuDYz2qq1@Qu)4L{wGc$)8(rn*~JP`r;Cb7;6w_35^7_JKzf(_(&=y?#t_faEW(F
z3`&cY3p*>DR;H7##@PdE6aeI{>=UFC;9XeJgw2c=BfXu<R3t*gL912)EgyZ5XAfIu
z2&S2MCF-#OoQKcPpQ0WbH8OA?<y^vNb;7+D&n=RaBn3bN5mSdS8{h#j8p2kqN3VC2
zl99?-{jr`3IV=c37zUVpXq=?tP~i0$O++E=WEgp_;Fzt6;V?klavHJjnD|GDDBw{S
zCN~2W$!2zUEFq~Yk}uBNiD7C56_3&)sQwiBDHrDq@H{0Fc3%uI%U}Fr_1P2BnzRy-
zN{|W8I*D)@fv+W#s+Q;HfAMpwvGK#hWnk1q<D(Xw56pO2{aFUC&d=G6dg<aEFOpFu
zPKDiqTxB)$h;V~5xf$egJ69^H1TII^X>{x5K8sGk$vUiL52<sq3cOY{L?y;BVh1Lr
z*k{(Vyd%d44<zC;(^bU$OzEwX1=0Gdj_l<31bzwKLn_>NQW*Fe5nEO&mgZjm;?Im~
zDLF>Q`ixL+9X~lc+eLTWKfp+}w!E~qxWN0tK@F(YPJM%3A;*Hwnh^@M!(wI9^!vP_
zpr6(q&J-b!hiaj4FjUznj0Qbgge*2o0ooUero+WSCWAx}i|p<9hKHE#6RqtM;p6FO
zk8baLp|rVC22BISg)}!|p@55maeX2ZoleGjn!A*$73L%IDeEGga-F@FQLDw-C9Ln5
zwX~!mrA)ROrBttF$0g-`r3b#Dl0oUU>SPw3T&Gxro&m6q!4)zt&H=PlGq02y_x=)Q
zw(ntLOSH|`$_<v@B$s*XvNA<#cN)|TSG=W3rm*{pI!&-sVh&T<V~@M-<U2AUcf@VM
z;8%!;hP~dKyZgi5;o0Q$>gcSoS-Chm1+lod-8lpZz18A(YWd<uI)97Tx4Yk|wX>mk
zzqNlpy?OTvF7`L?@86BP{oj7~-LF1<`kUYW!%x%Kk861O!9N;Oc&*yj)$t{ytM9)2
z_3`16S!b~sSg_mk@$^P2U5Li&*&>Aw94J1%`6}S_fHd^kS!cWT3N@dGr^0J7`fN6M
z<}L&dlO2Z%?i2#u+$J)ysMl#j=g$OP+-pJ(E9k$`_;3h80*=I9cdteEus%501GkC8
zv_Rb2=ZFM-kuZ!JN@gRioqEvk-l{T;CCY^a3muwh^YIXy7$n7XB3vtF>zmnR)Zb~>
z`UlOMyPL1R`3AvndVB<l;_~LAv&#ZMJQ?qg_AAGO+WEM7ecZbkH}>15>1?pQT{r8s
zfAK&6``%9F>ST0vHhp`4{Py<n`nW^7hSu8Qe)Dk9!`}s)|JUDs`0cO1`m67N#NU7O
z<=ZnLq`OUO9RK=PzrMY=`10NBcQ?m3C&TgK-s#Eg@$qIlJEW<R|Ghb%y}i5o^!V!C
z>pMb-<S6%h?a7dm?z7+g>Z_ZJ<J*h#tJ4#}`Hy#JLVB@(NXP;H7!H3-VqFpnv&r?@
z>HYP^{Uy1~ezQ{B1}M?q>b2?_4!`MGqmX3@wner)n>!i-)gPUXM%2JnGQu{DHQMB$
zzt?C|P}{>jhB2(y8tm_$9}jujLE+;9+o=F5Dl+C>oE_IUHsM>acH^5l5K4$@(V*|)
z;&`W=hZcJ_8=xyDBdKgGQY+@89(SWsr!A<&UoUM&17VE8VVXSvr9fK0a~UMaY%;+T
z0O<q+jMwU<(mEXu=2OWWH>zkb8FEL7IK|Qt?nHp6Xm~LikP&H2@Yx*sL^>T#U@v41
z5(3*B3xb<NEF*x1^O^HEopI=Z&wue0o`77m{Njse0HW5GmY1GCrOKI|lF+ifw8Z^d
zXb{$Ebkq(i6hWsGRSUrpwkl2BHa&ur0sj?1S7a9;{OjC|*2JhYd=cs5JVN2Z(<dgq
zj%*rQ9y~5Wk<i^Sr7u5w4*r4(3gumo`AQ<dqY#tGRDw=IMr0bq<PU9?UQ`l-DRvw%
zsMhG7UX8o#Q73-0b)XYgB`rVr)m01ztgs-fvp$l}zgVB2V>cD|dtgVvZ7|A|j4>2I
zGQSbJ1mSK{OC1JPJm}$W$YcU=%*Tu-Q@r^6iFA1pdptKXnDEI^h;M_SC7T?wZ1}s_
z@PzG#sGSi@8gZbtiM<wk&@KSPaMTy$Ifgy0c-5~*g~a?1dK7Gh3T`}3b?9vDJUv!B
znr6^JOx2k7`YcLdvuj%DvSP7CNwp=rFD<py%Efub{7V5XyDBJ;#1q&tqHLPh#SCvA
zn+-6RApfC@iI%B)g!syH%gnRB@LV9B;z6Pd5*L}p3c4!nb+hq<QE%o2)$l>9xR#VC
zsY&{{33XD3&DP5(6;a+DcbdaCeb`}$xmmK!`K$&abpU1q4qH0xqaiE6XdvNVTy&EZ
zP|4^O<*J1~tCFB5Gck%SiZ$8%bG>Lq&wFEK9vhWvjo70^y|TRc`7cCs&qQ-i7M}im
z>G>DSbI&viiN$CrS8M&l(b>gie>kMZN4&DYd;-h?WLyyZdnu3FX=m^=Xq+}X!;fCA
zg+vkZyU=Z6*ISM1WGqm~AlTV?=^%OS^}Drd5iPG$sqAbwacBg+9!wYQW@R+$Fo2cF
zi5F5n-0bmK9O*wAiUxwU`gX6|j`_V*OJuT{e!rK?=Zq%H>Z%yx1%@t6Yh)fdQ)uK;
zja)_>IH6;`TEV!*B&JnLn7(MQG^vH41S>C?_B#2hNd;?ycbx(|8H%LUpr`UlwZ2SM
zDNzyhN{M(uwZ2GyLUX(8bGQk`@N8r1gD?wy&aRQ6Hf93$pj91n8dF|d!e!3-?fI|=
z=tPo>zsr>HJB!K4=-}|x?YrsW@!iGEVHbx;=jw!}+-b8|J8W|)>oztjwOnB{lbiHM
zovq#NLN)FQ_ZqmuxKuuT`{`F-z5YPW&_DduU;paE$G`sdPrI)l{J8QXdjK#hw~EEf
zqYKU#U%&lyb9^CRlMz2>XO)d6OUbOzxSh)Hmg{Fzq_l6`R28prYS!3|4mU;#(oY&S
z2uCM4N@O4u4XSueMjr}ABnpk38H~JPz-a)ag9;Gl1{(G6?X?g3yGK)Q;|;QVyR9ZA
zdKK*5c>-*1rmR#lf>ua(p~q!QB_h;pfWfEqITl2VMB9pBq~9WemP<2tHP`_~eMof0
zOsG-Mot?ov7*7Pp)%o<~1cwuhc&==d(f+vKxH{gwId0Dm>WpE-US(f^wO9RK_aFb^
zf8A?seRzF!dCYd}{Qbl1=D2${>Of3AIi1yOW%gB*!-I$GvtNDv4lLN?-No)!<>KV{
z{`%_i;r;=M?)(@C#ohVz@%DT)I>3AX=GE1p-}~mvkKcZLk6Ucq?_mrZP^#VQy}G@e
z98%tW_~|VO3VI|byN%jAc=vA~js_hhUcM|Ce31K-eg|;FUbA|CHhDNdI-i{!?)MK`
z?Y-u1HlFIY8$e>gUSP1_NW^RT++nu~^uFKQYk$w<LT99BsE|qw_uA0%(Ts8lA@#6X
zNHKlU>$JbypwozABerqiCaT3EmF4%hcTs;NpDFF_wu-6b_32qW6u}t0x7*yvB(U?&
zhWjM5_PPgQpASA*IhW5Tvtf^)GV%6KGm}i)3}oMM&$^ZC>k*%?l;6PeOq{Ti&jr9t
zSd5^JTy~+)k(DFR%d{U{sx#nrx$G_=LtcC^24mD0bQ&$v6@e#UH|iKN8PCX<(MSk!
z4$LWsdV^9s_c>dywWptb&Oo)cxM~MeuU5&SMm>80stbQO69~R;ykWwqrq*Jo$E=Q1
zD{RL|4ii<Tm%=k&AqGg2*Pv3Z&do`em!M9uNKuJlSUd+TkCWeM(8ExA{`0?pP(k($
zzm`U{!bWKM#Y=4e!scfMV~h^-7&tHTTx^OoG9^D0%pn1Xo0$z<Jl%*1#uhwg{BtTf
z6PH4?CL~$NGYaT<y@sung4$>$Rx7OUOkbiGa}XGW5z%0>Dj4lxqORkIXM!SwMlU$E
zL3VECdMy=)7|AFCAcQD{m%pD>V;%>0J>*NHN=YksBIsEMFR%`aRqitijJ~MDnL*z&
z)5on7YWP@uIlW%JP!kp~=`wyFBUzNfLM=V!A*R4EI%Cj-OP>n`s;iTvq0`UMMRJqJ
zs9s$&NY;5WEh?M|;2n^3)yn1PJUTUG51Ev%BCipL9Q8wUP$uY7#P_ZiHcLxBSo9VH
z^fPLkoI14*qnB`DVaArBfZ0tpqgEFSvB#33-bKNW0XhJgWiz?4f5~u$LpGBMRDXh{
za<SKl$fdWdWlo)(nSp@{?it%igKQn28|<${(C4+8C}WC2uNB&kgvpki0!pZ8{)NjV
znBP>Z^XrQ*0K<Y{l`g%c1Ca$R4^6u!kuA-e)j|tAK#YZ_pTGR#=PNItSg2%jx*-W3
zot*Xu1DDGxU0+ixNEt|dZhtD1kAhSM6KqoBmiM`wtW{IdcsxLE++eq8{BCp5V+sbW
zG29zw9UvE{)!_A5ld({1yFqvb!(AbRH<s0}1&r24wHOJ9fE72l=-T%4wL@Msg8WWn
zYrC<N%Vy0wb<pSDESDfokeggw;AFCdFN9fCAzHzKh}Ua%;W-Pd?<ZD%XWeO0(IB8)
zUp29<CNm;hqdlD2%x9+qOJUWp^-?2DJB(_xmdOp*qLdGl8W##1wU@BN_(>oQvAtRM
zTkK4;a8{X$d5bb6hiv+&-QYJW6E1zoqAW&S3AZ`rvlXNMsN0$FIwNj;2+l$xG964g
zm0q9S9t|hG?KYtMo70=4{?Yz6^VJw2P^;Q#Y?iC}!uSBTVKp6$m9ynu^Ps)e?KXN}
zz5DvR4_{wS&;I4_e)r3FAAa+ffAiDs>qj=d{Lmi`$jW-5cyYvRarXB1{_*mf6bojG
zu-nU<xtPFjm85m3n%TTOefZ5^{w@&+bK~O(Y*uTqj(CYZnyp}e$grEq?5lOuq(c3o
z+{A0MBVpkC0u2;&5uyYo?Zk1BOUE!xHenf53a7_7k%s;Ky<9He?eq#+qCK%vfoqE|
z6ANS$f$~OrV<WS<nMHQYCE`d_IPkOS7z0?4Gpx;!O9TqZV5OL<GfBie^^F(^uLEkX
zhr{Euv(t+U3}9zx$Jt~E`#Sr!!|vw!Wc&7X_u+hx0N`l2SFcxSasD4a`&qkQ{rLL!
z?i_LO;QDO*`ttDA#q^h7ehIV(uEj>Nyt~t2>iGEX6*!5;CK_LvULGj;7~!wZ&R)N|
zdwl(He{=Kd;nnTk&DrS`jQr#M_1)zuvLiFl$G5K;a^Agpczn2gdw+SbTR%UUp$6Vx
zodON(H1TE4&Zd)VlG2CxzJ@TuUO(J0NnMhu9PLfImAz_i-0Qx7xZiI#JI$Sw*%*Bg
zSL&$O+uQ9{H>=FC!~NE<Tbm6SY@0k&82cyV@kSv#J{$}WI-IHT)lVjq%kwid);1^V
zWUMCi0by-VGDJ~e#9HiRI>T7qVJdFay4%>nHWQI_r`2g~Z#~}K((zHv=CZL^K9ejL
za@9g%f49pviPBFFzocR*4+?X^&t<;{N7(!>cdcBp8FiSxcn_dcJIof~kUpsG3Jp*Q
zj>f!m{KVxfMD8(z#S!)RI(~;si9KE<VZe(A{ao-dKA|qLYem|#>bdVp<!jQpr!O@!
z%8x;Kt**X!i5w=GU&53KMw{^r&^=|51OOo#ky5l8xl1U3;qyC?>iH`HQUL7DR#umv
zJ_BB4*684OEj)S3^o7n2#D3-3^TjWIKL5pEghITpt#hCMLc9nq-%L#p(-)qu#g}s|
zn&5MizE=XNSXp6q!ot1!0>-8qA(D}X!Ny@Q3n&b!oaK_}<-Cc<uGMBjLGp=s*O3~1
z1}axntQs(`6PzS-hsSc|`HRIT&t*%i{5+<E5xmzbm}4s<Ttkdl7$s97k6yVJ1Y)a{
zJ5(yBFYNvF+QZoknoTOvG7}vQ0&KUySh;N$<_(yo<N^ejl$TGl`z#KeU<t1mn;Da8
z$mtE)okpoR1eeKxC5%=J;sYwo`KY3*6*fQXD0-<-n8O#}E#G|1?T@(_DK!A$omy?o
zX`?zBdlV);YO<-THcD6J^G{iJnWO|KdCi^^BV~f65ec7|RY+5cQSs>eW7{TOSVCk(
zjdkgOq@j{3F@ZZRU`PvgN($W0SkMi%!EMzE;5d^p8lpS_57UZCL#MeGq0T5>=Uato
zfCJ5M)`y*p3Mwk489Nb72~LLH=wUk9>Pm=+rbdASJ_Jctwq{nynec(czWD6VP<xr;
z*mOCOZzU|g=uQ$bghODX(@NO2ikIYKdJmTrYhuK_<(JQxzGyr&n~kmAU5Y`Q&4xlM
zme8B9zRn)i?+!o{fja?+Ebg-dl=iz^TU=bD@h$pm(FoB-y$sYkvr&^thl}|nmGvHn
zIhPJ+lJRUh3yeRNOcnA4n5)rnu(M0KPMsdtRFtOFOu1Az9E^MIy|Qp6jb}3XjSUW|
z1%p<WOh((goj@?8;%Qh}VC}|Ukst{qRcu{ah1jT5+9)wq%5)5?7B!O<200Q6gmb0K
zw8onltjs#4+pe?f<yN`_jPzKMpQWoyZc?r}4GO1OZQv;ry<{Ha*=DlMg~A>K(FWja
z78a6FRuW!2PJ0%T;Jh+^OWdJNd(F7N;vNe&Lf)|eAqnx25y;1*cjp%{z$qJ=?2iWR
z{gcu0?fK2Hd)VLQh&ec&oVRO@QYuaN2BAo<U{MbZDfPx?eYf5&Ci9m^HzXgY6c7F8
z?|%K&FaPmx{_&^j>xVwB{K&rld_2CrSvs51f_V8FVAkxE(+r_7pUuVYi}!HU8^L?u
z+^C(7Pk;06Z!jJsul)ZpA^|0VL)b>zovS^mZ9KGLST`Pe<&;2Os9j9@1Nfz5eiw<h
zY&e*U1UK^8)^3ZO<6f_G&}%cCu&aS1k%&fX8*mF!Oknj|Er})-^KuEo!wqUR5%CA9
ziNsV&qKB(+E}jZI^D!@9x|j@XR|-`up4sqjqqtd24`{2N&8E~AUYwm@Up?Gk6;r<P
z;Xb8}SI2wTC;K-io%2y+yvM+E!1NXH`~K*^{!z1BdVO{D=Jo>q6~f}x$-(L2E-v@G
z%kwT*u6BngB7Cl!>njSV2^fyZ*Ng|ZR~PTzfP8p-`}PqS{_W-EFTegJGZ-w^Uw`-Q
z$2T-`U*BHivG35>cyoUA`09Ex>EGX8;&BJ%+HJSaPNsXiHL8^GUcGyG{aWZS>VEs-
z@#}XK99^9rjrLkQo%-f}qxx_LxxYd?CK*ZMiN{#Sy1V&Uf-D2gkNy3Fjbf3A!I+|;
zT|~q7XdfKw;mPb6VAp6kf&)~qlqoDcJm`0}>Q~e8&1^`%y-_X|Q|X<`_SVJ*)~|XY
zNsvk?cFHD;snFhbt+%z4P2@N7rHyQ1+8^X%2}q=DqUZq~_dEUe4#9aSxd%HnBt?x(
z0dK%&GIMWnTWEVRaet(<fVe~$);6Xg$$G%;@!B1gLNV?SvRezd>^P-kfuP62Fz?RL
zQS1u{EJlTf)*G^N>5vZ!kf2Y=<#ddS=3a6Hz_LYMv0N<HayOK$!!}r35z&bQ#a$s<
z*D2I88kR9=Eh4YTAxi)bWw;UsFzhdC4bCq3QhXXf3A$<cP>Doq^YiE_RH*2b%7v#-
z<*RFMmTyZd>r2bx<)w5wLoiJ|58E78DkdeZLxc5N4UrXrlGNMs+#CQ-s&@Eqenys_
z%>{^O8Vm$a<OrQoIiVF!D>}h8sRDz~)JI8>l@c5Z9KQ#uuP;*etrS*#v`9<Wph7Vg
zE<Sk*sf^HK(#y_30mlsX7h?tkhSz5Hpkq>@sE}FYGCOE5bS%jlYlJWY8nH?Z3n(dz
z8Z2i-_6U<w+f7tZClw~BhzkduigXMK%|bYo!~$-#f-R-Q&`v6KZJBWhiw;#{L>>}e
zHyOzgz)S`hgD&a!gAHMMo(T9$w6fwRhg~5Ovqgkm&)j0w=!g=qyaGW3v(zksxiL?F
zqH%3mNA=;FNDXF93W?&Ser?gEku!@L6>@?Vj9#$iMbDq;Svd;UyTuou|C~0=Of<;~
zG3xbF)(#Xj?6bS=wqPJ!-YkPyftP@r9k6qN=Ja)OfXwOoI&!MppoqB*g84~<NnB!3
zssKu0p2v&|2`B2dQ3~Ls?OF%pO9EU%Xu~mUmcICfgz^Hx-X;LYO!%ReSM=*El9yjV
zsfF+c=oKi|>f#Gp8vu;JzF=lsUw$bO%_WnOZm&}VeY&}UI%k00p_2hs3whYGdt<^u
zG7x}5W;0@pL?(!MTmbPX-7coVy;Hu$r@5oy0M#CaLIDG8b(1B3o}6QCvxMm~9$^y}
z+AbryC0IgwZ3dsyUdm?b<qDrtEpFB}_>*`!UyMg6mgI%8T1>iPu@s3!ZB`zoh=3*I
zBI76@@Ne0784>1XOo^*t_w>qjS}DN=qi##)pYVooo3(D6k#cSenx&eKFyb?;k(Dg9
zNQIE+L|UcrktDNHx~f2+RERUtKrNf2PXSv3=C+XA3Tl;QY}8>&xGY(r3*H=e==g}(
zb#WKUwWSd9$32i|0<g<y_<enK_Uhu|<ZyOI$z6N@3U>AJIjo7v!T4-?ao8Jdq%y@s
zs?*pVboT3ckT;3V6#XnEy!Xj)e7`;X^6~4*{_LOr{`X(M{qPTe_ml7IM>f3t;2%y6
z;(We%G(38^fNOAhF}t*AO=gXO-B&yqDd$U=Z}ZV)qga_9jJ|pQkw^+!k5(*k>xj=Q
zk%w$*omEL@+{Si`))FDiLKaCQ4LbEnpDi8qb9?0=LwholUMV328zIM2F+)Ag)@EU^
zRX-m0yUltrn@q=%7QMN2G9C#N^Qo5eop!ZaEpIhI?iJ%fcNJAK<j*F8<wC5I3+JNl
zS|L_QhMQaER%65OF;_OSxlHPy-^cZO3gq<S>;j9`@vxi?jE23#LGz$fo(@|KV7Tsa
zf3Yd*bX&n-@K65RpCm%=o0H!Ahto%J@RI>4&?yz#Th&3QL$eR;_wDWK#l_Xf_aDG=
zL7u;$3Fz|d@$QBJ?5i(7e);JG7}AU58HD_UPUmboJ(*13J-!8fG3xIfbeor_;Ij7a
zZ+MnZuCH$gdp)Kn+MAC~Mwh3fFW<fD_qq=^NSD)_(<8n(rc?gnUXOLw?tZ(?SA$Vs
zO89%t`q2d0aA(rz$*Zz^Z&fK6-|X-82HjS(y2+7ypUUjX3=rAt%d?$oW53J8xo9DW
zGzCCcr`-mz*4oI7+O<8*a~rvGE{V1NptIYhSE#aieSS4K7~`vFkVBZRvHJ?=aB=k7
zonEV%OC+lKT)R>hJZ4E|Kc8UK-^e!Emu0iz0Ml}lwbSxEb{7TNGB}u(O1V&^0m%#h
zO1!WPV#@FF#Urd<P*-%+3({D`ZOE$C<5!7>g2+rRtHba1lZeFel|+xxYBdTK=}6Qr
z(aV=8gCw&^{WEC*`(<HkP#eIZa0}+9V8kn~2fVIhGQsq<Jii1n6?YJ(EOxfC6)|#?
z5rnA@uQW>%N{iGuyVx=*MJr_L*$&wBdgLb-MDtIceev0!FFt+x<bQqUak$ujqDzAO
z!X)N4Vy{wBj7ZiJv%MHB*t*<j_i)qaYf_{LPYmlC8$Uh(x-v9E`((ht14cO)V-JpW
z0>YSTTxP)RW-|?gI>E}09I2IxP^NG=D_0j5zW8~_X@fGsC`hk_UC)M!p_DHw!E%q|
zUAnT0pb2oyriA6C#InxX$7R%62{6iKbWJk*L4%>1-s^Ob`(uuU%z#ZU<ZwU(u<H0W
zOgW$1qlH0Xh<Jg7c$sgggTccVw3>nzGqtT)^vMQd6-z@i73lFSH)4<kY&`X{6@Xnv
zxspO97UP(F>>4>mJSM4FFF4#pUXw26wvfBv!>5tBlp@{Ql5FYa+Wb>aYGe<ILn>Cp
zOu0<6X88Y<2Z7jHT{K8VEWsp8b3`hjNMQ<uuLTpeQUVa=hAJQON0|$JHUp0<;&ap0
z;nvCVjPa<!z`|j3>E%JIDquIz=;O2FN;QQXHsYurtCb-LP6&<&e5%NiCJHX;9RMGu
z*GT4G$QKt#XafG?dB(LR6^RKutUmu-BVK}pMv%dx7Z?j{j255%LiCbZk-*@K)s=Z_
z6@}@mR%Q2vkDYZE0ZaBvep;UN`gjz|zLxR;413XlCm9W)yN0L*hmx<?d0~RNd>i>9
zTjkAsu3RZ|6iG+jty-S$58{oOD&xUe(B<Nwv{g(FcI%KUz$9{A&1bWbP~2s6gnYql
zGS4Z4o+GEz%A%TQ3QtzKya}LQL?Y$$&!iHO9_}hF+w)WoiS0m*4fyKiKvn_QW5`#o
zuMljsF^jJ)!jwSzS1aTsZdovTty)^z1t%NH3q4Pom<beU3eO@rN;=0us-`2sawY@4
zgnb_|2lPZ<XdZdOZBKjc1fKI@Z^mm$xeU1gtti%%2m3u~M_(b8Ayv(R?)|HWo0H?i
z&i>i>c-T3(IlsF+IzR08XZ^{^;k1;*mYl&adeA-GsWkK9B(&91l5&<xyHZbtqTS}f
zo13>s!;|0t^Z)t!{n!8eyZ`-zzgz$G0DfH001bwnozBs41|s;J!C`bp3?F?5a&_1f
zpt~8{Geuo3d|!u?uiktpW(wF;h+_j*5>DTEd)#i9U>D))rzYe@)f(2~xX**Fg7aqB
zV_^+mNT-;ZN|_k;`+O!%T8Bv>6BGDRwK82o<^2wo897Q|fe~U%Vr{auwUtan!y#ub
z6)oj+^&0hep=8{bjEBKY#RBZ@-5{!J`Di}jM;mLDQ?$@l+0JA$gTVj<>(SZS+12IM
z9j5nQDdn9`1}8`T<4OB?)atj2cc)#@_cxaly!)|u><|9SA7Cx|^oF*@-G{5A+2Q{6
z<;lbC)z#_j>~sbYbv7N0h6nZP)?jb%)0_K`kGB}MzI^xg@%HA;9j%FAS}*S|uE<cn
zzPtST(>qYI7pL?*zPh;rLUuDc*#Gbdn)TxA5BI%h<LdI}+i$+*6R6_8zXyEUxxYMx
z`ta)hVX)gh>~{Ie7qe-*QDaTTa%^{}36b?|vPbHW79lzUcB+*=<o|RMxc%;Sb9y-H
zG#mM37(n!Xvp$4oyIG^^aX`-_0e}&xSm7zTx_a2_^|$Jk{Z6~ztU^P@z)x^;Z@V<^
zHTYiptt~n?NBzU`@N{x;2z_F&)0>Uxe>@~-RWEN+6Uocb-)(od>YdtFEl+`YBpwVv
z=Po2-dAMqahs6Sg1SK5B79;I~l5p5h4SKm+<ql&~Ym6G*Rt>9u$!YiNHD>O0X0;Ap
zfyct>7#%~BPbYa(1-W6E&0*L}Y8itWP)xIysvho(SbgZ1Q5w{0$ed=F+bgR9dSi5^
zwS{G;#qRzdr(ic(7oI<-+r>?NqsE|<K~|Ru?q8eJuCqX*SbF&a9~4s@=vPqQdWB-)
zDJThn0LF4jwjz?RtWe*x{NlM>wD`rJ{>jR-XH0HuOY<*&{^x6R&k@&P_2bb}uB;0E
z%L*lb1xvhLt=F%ta?_^^KIoztVuAe|*iXFWFxlA%d8idu@P#C>9bj|eD`RO4+RJaF
z|Jnew%At|_4T9q1FykC!CnH;W@)?#J21^2QDSwdI0)jqdDzH>o^!3=o40>?!#6pF(
zFG1zR>n;IU!T3j85Mv(LQs{hMKom+f1veO^-8Pd(N_G$IhMskwgW65MXMOG^T}UA(
zfW9y#L1oD7c3LyxvNE(-b0lG$7OzPa^I51Mw;OB$o0}>zULdetZqQ+JHR2<ldEjPD
zr*<`qFTh`7<?4#SzJM^Vkg1mD-Kupu33O}AHWe-8?4~pX0I{WkYhwV0pe4a^x3a7g
zuc}t&G^=xZ$qJlUMii**1`UkeHL8?s1|ywhg-n`u>FP!~E0{|yRB0f^vW6m9n!v%%
za^9p5+Ms7>STs3JI<nYdJF6{VIC|nhVF$!QX7zPkUbG%?>Eq%?$pSP9(X*#(FP^Bx
z%O)imz(pm-z8BAM5;8w4a2$T|=d6X8tY9q6KY4-z&PrCy5>KtNSj??%XRp6U@E6<F
z(u=2{MX;~WJ^uyN4YpdPV%B8T`&d8m{Fvbk<G1%xKx(%bf^J(rnQ++z?68aeotV&t
z7)Gr_n+rJEn5CkTSTGWFy684?Q{R@3ZKT6~hlxo%NnqUN&ZIKo0O*TgERsZ~6na78
zv0kqi46zHe7K;U%kJiNt3fVHz6uDF^6N4j$AR#Eoa5G3Zz_&-6$8yhtOD#j1l&~D*
z+8zYauQQNw&JYn-K}XTpO&VDGq(pfj8o309E9xXRJmg5i3zgz#DVgCY5u-=kY6Pz0
z$LeMR`-U-CoAP@yAz#XC&3Y|KmnrUIuWJk0jRK=4l}twhrA+42yHAsYA$*Bhe{{Gv
zJU_molcnG6^|reN9t*M5Mmk$eX8Ya4N@lYZO((qmMtN(iSS<^s-hQr>SM)s&C;$2{
z|L<?V`>TKdKmYOLx^@5bXnyd|!0&$dyGCtyHaL29d3QFwn)auDn++ohuA8_&%zK;U
zV>XfizBSuFe7t?%+-k9D=ZA|66!!ucn1pl!II1;Dp>Ek?B2PrwZrH`a-Q*@*?>232
z=JCvPTxHXRnuS`_Y;KRnLqJ|T+caf2Dij4q@YIAWl}6AXOvRHd)agEB@+(&u&vGmr
zz*EGcK0<PtOtw_qaN7)}LVRm8Tg%65#aKS>qnx6Wi&pc|u-CD-*8%@U<<Q0T_4VD|
zaM&%TyeN;;@qTZoK-J^rto`Qt;P|i(eH2hdGL!w;&;E$!?r*+&`1Y%Z`-{>2#q{?4
z<Uw%M)0=%TI2`u-dw16tv(W%<>d|ob?&|pd_8Pj^!{sT9GBm`aQJ*TGi=)Y_>(j^E
z%jy39+xzQ>%j0AE4heqmbx&u*k8iJT*^V8K-#orMIR+kfd^DMT{pAOg#Mf-lPNqBc
z3gghLtF!Lb#?fGJHa*<$?qVCe6}~?EvpVgQM?(nr8v|+rn)Q4vS})hO>N}J|o-;G{
zIvdGwJsSaoe|vsDJQ#Lcjm{2E_-bpX+HO%zoWZ-b*V*lNJGof6T`xoFKOOHQxe_9n
z4))8rIB3p2JS*KH)QFpli-()*_V!k1yOxUwD;uSH4VV7j_@LdYmMYm)IvVXXcJj&G
zc4dp}bGy1xN=DR@l^l?dfR{E#EM69~3FUJ(n;A76t~J>tO`R;;5FE+r;k$8fA!&xg
z)%*rgH8=x)rxmVLo%}o-0j}F_2Q}74dLAuyfi;J2f<#5p+|n|;Ddh?^+;hxVi%*}?
zF&***3`%hNGE_*>(vsh0Rjn-pGG(9=f?cw8Oe{1B>eYsog=Hiy?Dy=i^a{qR6+jc<
zR^;M!7GGG-pbEptqL1?V&;RWCXMgtePybXhH%IOgH40jS&twn`$*UsK3qpA^;Q6#j
z+mssB;;LZ{`Ap7254D9`JisWvGV#DfzzcF;z9a_5g}!EI(S#FhX_fhh{C?DB4_Jv7
zu6y*V@4@o0vqTz-4karXrMNTtaW7k)?52E_vw+%?%VREg5{-(w9491Id^igBIW#NL
zX=qUiP>A^VKa#k2gnOk?7j`rFth0y%TFyt@?`7tMd!Sxl!xhESkN6Cj1>9CRa9}&6
zL%|T~OB0MHVbJxOgvCWQ6~tW4eU>FT{sf=d1f|w%worQn{g2t0h=D;y@snCuD;b0q
zOI{`#k@V}NK{ZaTA!M=17G5|2XHk8)hMXtXN*HukQ6U$eJPBCMYjZCE<D)#vUOu(T
z#2$Jx0TeiFE}I>$b1V|fCWtVimbzfAG|T0n%aaTSHj)w8!UC>euLi-v^Xb$mQ65>r
zQBG9O#@!|*y;nHK!5V~|2BtDM!9$HK$XF&@ldUW&#jDJIyrqdVtj|5yuPw9A3gC-#
zn)OOCqw>o0dB7v={Tv4BmLyoyfs(11HYGBwU;MXdaXy<#)9_fXVh695%N6!Wj5p%N
zmwvBPy0!uYm7ff?T<*3Q{NFzwxGo;5Na5=1HMGyC;gJUYu?U17Z7ASI28j4QA)g!I
z4gx(?{4iCy4olSUOY+C;nyCCnFLpXm6(fN_k!W!$#fgSqhHN^OOvceJ!;z57?dtS;
zFerjSpU@N~T^5lh5HHh`4bh7O0&fEzJ}`fWPN*W~^(Eopw(7M?T7+=agP!BuM87;Q
ztBwg428GLlg1=5eQ^-OnsEwehL4(7P?JmLLa-m$wmcmXik&U>=5w_|BL@LaxkPXm;
zIUR5_`tobiV~yDK!t~`6@>v*s@j?`m@m{<8_Tf!$r+qq_4Z3^%{X?#nm$TD$d26rH
zYm}<RI5Sqfk}HAv%16`XbiSBK^1qwu9Q(ewH_+WCzBD`@j{ohS{_(5VumACH|LzBW
zxBlq?{OF#6e7elm>)`_O*46#_ZOHA_BPQxi80<Gw`9dsRjAhG-{6X{J_1(wjRztD2
zMB0ljz0=4~9-m2-tr;IL;suvtgbZdden>OXXbHw&ERaaXl2irxeQ*xSg#reLc4uca
z>0>t9ZEoRTs&3{f;0O@sNv3EFVfsR*0xH#E%d<swECt(my0~R;)T{LZ`hGfB$YnzT
zXCcLxb!=q9sfY((P~7j{-Xv0K?RJ~P@o08(GCMuFyuH1=IxD1ut=9G}7Os=g#cc2D
zxN|w(J{r_0720lWr!$#9{@EXLq<pwN`t<(#_4W8_w*T(_`t{8v2K)Wq?jazq!y%K{
z?fLj*yuY=XIhyv5r<2DAtXRXrLF)~*kI0jQgLD4H)7j1G#rbG<eLTFq7)=iMCkU4p
z{K>SrQ-OE-=HcP>9TnWiXGi>{@oYS1BAX2Q7&$O`9SNw@>dh&Xi{^)SZ&;MwoQ$dd
zhT8Sv-9wLOtXg`wJsb9#(|zJS+c3fSH!1pNpLlnEKBGZ%tK8Wxfu)!XA@iSscWpJd
zDVhYP(W-A^{emNQG8*h|)war;=SNcv`tV_osYmK{s+CPFC2gUvw|=lcm>dpDxfrqc
zaz2YnizP3cD@8()#%7)hq8bBqI+=^d4_n=>(q^kxf&N-bL^I*wE-iG>Ks@kC^sL2*
zr4#R>D+S;Zo_vt7IJ=x?ZmODOIJ#9V<f7qJG|Fhij)F^jDvWT=LPi~MI*8yIRR*VC
zxXU9a%{_VMpb;Cclu^g$OBR=w=jOF?HHIz+R4_{F7MJvLm0pfyhu>a8LlD~`y;4y3
zfEqE;VOF7I#cB1d%&n-QJphRkOXz|$DAgLNVu^Mey~b(8c?Exd)y(Z@c^-7b>WgRC
zrPLBQ1E0~?qFu+4wX9ebJ^Sp5Y*`RA@k0W=XBDQGs{IxZ=utpVAjC-*%9cdTga8Cc
z4qDWDqg+K-7aEgE3DOE7^+hh?2ciZ2o|~>&A!SWRoektt7^HwH7}fZvA*2iKiYhgx
zdJn`Ty$*UR+var8#WDf>DHVzVx0@jiFl^N4m4R*$nzaR9YbNYT1>H0axGh$d1m=c3
z8xCO}b81a^$p9?)@F2PD_yic1>}qYmW`pCw2j2#W34xZW)u)2dwBN_D2N{5rBHfG3
zz_cuZBn`QI-<Lf>&EjQJvkc_=z-mqn8=t3fb;SodOfC&VU0+`ZlV#@NNC-J1EJ|pG
zC7+0y%EuNC{Hc;w$d|lQlvi41>*~dqTG0~I5rQCZCo@e<9yf9}RwkdxT#AI*@)e_@
zaxxxrIS}szD<EVEvznQc3d^J)+!dp*Ip(qYEvhsrYKsBWI2lO`&Fi9NpV<IuDrDzZ
z3-vcd5<tTXjzhW~MGIKD2<!1?5Iz~-Ah2KDUotuWAz63<=}U_5ORHu}H2>`B%FAbn
zZsY-qg><o)@AdEtblBHHF2zPgy%4)#f)q4oF}9#rnzTx)$Z2u3TdZ=p{W?|H=L|!>
ziiDDh7=SOY*GB9+;B)1vfs6#v@WX*HFERcM>L57wrXnE#tz0mPK=NY?B`isAs@>ss
z`bcvY^J#jBvblUH91TUn`~7{p-MYNA0CN=#uo73HQc5U*|1fDaI49+>SQQv1DUuWT
z7;M1gqItT5*f&x)0OO0Z45eT~+am@rtwv32r%BBRpf9p2Rt<8hm^b~}@-h{ug><%7
zsMxd=3^`%pet)Kr`Hb?YQwIZtp)2mD@5vdq8PgtXKHx|P-N}%Th!!=q%~};N{p;&n
z!rc#7x6{E8G!Y$YNBu+kwR^xNO4UlH81qJ2)g6+Lyfb5-U@4I+CG&v6Gr>?c7{)Kr
z*r-qYqksSXKYzHr{rx}v^N;S<{nG>b!9N3uXkj`yzB;<Nn4aIBoI@Qa=z}de2XP_}
zaUxqz7AvVD#_%@}A13_)D|&-mX;s14u^}W;i;UNjv$MyjrY8akiSs_HOT_EJgPkIr
zLv0_2uz+_XmuEEsQ=-}0Iv8~8)lDD_+tpGY7kweijvW>O=_M{B$#7_^R@vFv&Ses%
zLaIpt(gq7O;G20c+p%z%%gAOaRV}7SI;O}}`W%}%Kw++8I$AHK)5+*~HW`k`&>}{Y
z+2!?RE*(K(JU>6Wx}05}(nisk9n|{G;`R9qhekG=`r|+PzaW#nx~Efd@8N3FZEn)K
zcrw}>^g3s!)IA=*esyzqJ!4l!i_hs1>z~dIjI{CS^msa(j@V3HTpV}1T~d$N=NGT<
z9zMQ%|Ls>F$TKp1^*SxktFIsLK7D%oSHJphHW=WRzq`OtKR^K-9S*v?oldJ=+bA?^
zMQmMo%yw$!;~67ruURSVH!G(j%<Z*nI9%wb(|wq$<NeO*s1LtFh%}}tX39?o)Hw3(
zwYod?S~1ZiAlcu4eRF?yblPrg&qjNlMhztW<^~Qi3beP#GmiTEIPP~_jrMlsa32EM
zF1t8dxKUS=v3RSszt`(+)k=aoTq-pxL<1VxOsc#=Kr4RO-KE|)84qH3-hnEX=fW9c
z<F{2PP++u0R?BMVMcXPD>1|{*vH<zC81wN+F_CC(v4*Sroj&r9bR1W*3El?+rQBg-
zt4UrG!4WYo9SRYI<k}u|xXp3}J{*KhtcGAHU|0I=CN{2|{h76Zc9PeVtcvs+1Q7j`
zzxWFPU-Grp7hil1Lx35EBRSSAl~@$CTeyWoI?^e%D=+6+17LsRu#iM+v)bpMK3RJ9
zRI)e^Z%QeqGiYu3`7>5AIJ+np{_M~GXR}^n`8NOg6O9B-O}aKWuM*4nmGcONL`Jzr
zG*8Y^piE%&BBu`=OfR70A#&k56RHFGz)p{aNkFn=PE#tAZgU6;N`SX$5&m2{v)gP(
z&t)8909%`T22~Yh&2KlelZkqKaIV<xz^=@M!%VXdt&;g+GZBYU%l(%{4il_ZuUvWg
zbPXuk$_jfwN;6BzDD@K#qlFbB<&2~PbHPa1>P%4MXwfD-mKL>Mz>eh-A2CCf+Nrld
zj}hPu77k)TtIp)Lx$)=Iz!>$rxmjCvMwjqmuqah*PK52^x)kV#L8efz(l{wc1LbK{
zEicOEUz%8aDWqnp$SjAax{Pa7FA=F%7Z|-%s|y&bmY;sH`t%nTnV3d$+2RW%KlrzN
zlLnYni*r11dIKXK4?~Mlt8&^*3Fr!5S3Z$~Y(t*{1oe8knogx1MgzJSO#cuZb;3R_
zn_KX?8Ek5KF2J)CN(Pzx9n^;UZ5DPl46%Nr5zUJ|813hbM?9qzg#!{{Y=(uR6fGc@
zVQ00-rOM@bGNcd=ne0`f718tON&ytVy1KZ)H^!Spy0YMNn&2NpFKo4UOU2FA<)zhy
zIf@j4ziA=VY4ld3)ugxNQdvYy8;mUYC{hU~D`2g5lg{U~L<2rD!iiXncI{}yPZd!r
z7A<CyWM;N&Tl~e1Eaj(!k|>M_ax8V*?L|DZ*j_bC0)wn=GbuFBbUYp+PXrtn*^x8r
zPOA})#sI#qOV$};aXb=2!8}Q|Jen>)p8TNUtEU;j%9~Zr%1chD0EilEQisI?dxOc=
zWu<<LOsN)=KCO;gmBeY)I*eLIFe}bXUOuT%DUN#|EXG#3p<Ra&r=c6g26SWTIj1I{
zNg1)5av@LB>j>K{F}o?{G$vgZxG3B&N;IS8vT$j3w;H#2cgHj6KEvJ~U2VtXW4IH|
za-&|XHOt%SP^z4*?Co?r^_^@q74vcEOIPz%2C%rtv&j)YU1*f)v_1c~fBAnt-aq`?
z?|=V;zg7SA0Dg4O0BX|s0K648^V8Q?SL`CRGNo3oj0fVmSgx8y7tC)Y3!E~(e)k?s
zfm8${3F?cE4o9M7@E+YZr&(*rhg{{DH)OL0aj-b;5Sv+Okai*P7<5^=mE@6}O2wel
z#vTbML_8XyHM<Qowbdk;!%i&7xi91`=W~r3xPla!?P95ja{;3PlUq84tVnx?KP_BU
zoSAfVrv@mLt~MBq{z@^P2s^X!5cCN;yHCzfp{*XDpP!sxf*jl|B<uC^#l_KR*gl?g
zceitc_U7Jpo;eB+dMp<HlmGT#xYJ*pjQhK_@qP=q{dm~DIvb-lPNvgKCez_QJksmS
zqtoe_^2O8Hl&#b)OxMwDI-OnLoWFTZzxOTJSbX+he*AEBbW9GBHfqK|)>tf#P$y50
zX4e<zd+nY3>$5NE7CJel#(D+>c5}0oFOCoPx68%Dz1?wtuenvnwswC547GD|*ttI&
z(+5Q42YInmFVhcjd2~Ez?^5;F+3igG`@5C$gs{P`P#oFXsx+$`^^NS^<=JGgPbCls
zNho1RDkKQTgHb+RY&KdCch|6X!Se5H1H5hQHCxT{<}Lr={(ir^#|+!3>@>GqC?hB1
z!)z>pH-9=DF=Fj(Z$*Lu*xSQ{cEs<bsguGWs#3C43uUtSX1TQPY~;awHL8_lBv345
zq-$dG6n3M5+eVURM~AD|>XGaSLbr|wTlF$6-R#P!L?KJXt%}5xU~WOz_IVv-YQOKl
z*5iv-D@+On1|fx5#5ja8p75h$Rs6k)U5SHBAyHy?F=)6gpff@~Unew2CQGpEtS*r#
z<jhW5O~zjrudPufW3m9^7MSqdBV-B=_qd_xe5BR~XSCOD2X>?si`SPI2wdVs8}>V(
z)YWV9C!hVC<Rkrquv?M&n9x*W?y&0B`9<z)7U~h#na4ylA-XhX6TO65BTFZ4&@fR|
zv^KA;ux3GH4Lhx}g{J`39eN{<shGn7$ii=d2rAS`do33E^1M^8^q4egwAd;6$wKx@
z`n{P@fDIKmdZF@0sesJjHd!n>P<vJw6c!Crgo%O}JvEMI;K??%1VW~k3MX84Q01xq
z`A_B;1&A4+gY8+w<zypd*GLgSA=Ud$Rv(?4E@uGg82A_?Tp&W|Cg5hiQ}AoV<8^8@
z7Qt+W(n^&%MV5MsoYb%^6hOU{Yz}qn?7J)`8F*NuR<x?6e0g1>5ka=sQ2yu!S)i0K
zgIS;%d_UW`v`Y2LyhTY=Q!ZH~-LPoIBe%i``Vwj`YrTM*50l5Pqj)q<=@_w(SgMf8
z&;(?JzYz$h!x5oLP%jK%KBFp+g&q7lo#tkJ%x<tM#0ifBtN|HDfNVSub`@f%mRG@N
zru#;V)gN3TZvduiX!(%#`HQ?3JY6tjO)_57IYJJ+&%pK)69CjNM$2AVCb%J)f4=nm
z7aF-3?iL+tt!9gfL&T$?GD$%lJiPp6pT|wBn#aLFXQ9(H;&)(m)d}egBP%A0$?SGH
z`QeI(W2g_54^b?NT24;^T@}^xrr+yjXpaYi_3}31$4V*ZvI&Mju!`t_Za6;<CrOqB
zvVXt>p%3jb5(=bJ(M&ec*x5;EOHP+p&8tbfC@a|&5!8Lb-zAqAG1SR<Tk=@uHHtOR
z6Ix-u0x>}{Weo}|NNTdcFzqo6GJ3)Kpmhk#oYTk&NP_VmK^BLb5cpjK6t+$iTy0}p
zD#R#g1V+53-c%ZP=t*s)ybjD`&?l0tzw9Pb6D(9?US}~)n%b9(gm8Ziy1j?X>+7={
z>>K^=0Ri*#*~LzIyH==n8=Oa5`9!W$Z;iTxTqKG5kqpMukz^^APluy%uWvJv%tsQe
z$nLIQ|HI$>^QTvD|Knf(^+$K>{^<ez;Gcm(?{LyTx;?qMn4F$Xj<T^h8F>_nbTGb=
zqE5F|$yHLJRAaOH_V)JX^n7JOq?Rh}2H`~Pu~Cht2O!|KIPv{fXwgPKP^s~sgxsE(
zhiYJB!tZAKf-21wp;pXtP}=YJJ9~Q@<??hkIX+<(bWp9}A&SA>@;K}vuNMGCqfzhl
zy7jF}twt0+Sl+BAQi71__t+B=Pax=uVgrl$HW4`e!s2Tq7s<pu2fNi)o$?{iZl^`t
zWAC8X9~|`e+v%7WNJM`C-MxN1*&TGt<KE_Br_}G%Yk<e9<v;!Je?&z3a(Zxc+JFD*
z;?2YD!|lbVw>PhEPiS%+A0F@l{s9iyetV0}QLDDO-)deQADteZzk2<?KNup?ogIxY
zQSzq4>2y3C447=beE$Hio|44l@jipvoBO-H-JOHp?rR`|vsodVLnj;ydgUp5C-#ba
zRPr=;gzRCnJsnT(U|67ecIt1gk11_D9#1=4jq}lD*d-1*XjH2dVedAZ)8TN~*`4lT
zPaWcs>vvnnbaJ=0`km(e)%osrec0{7tG}2YGL_w5UN*PdxaRu@?Q>ckE5!r;)n=WT
z<gmLt>@-Jx)_bjVDBP$t2HpMR;bA-ws}!q^YQ4YP$;Q*=(gt1UhkbTzC4}DA_BJDO
zX|qgMIy&9<W;Pe|S93X-TBtSxCO4PTsATa_FcS#}oVH9X%pD{}_oLgF2nDD%*eYg9
z>@?A=ZN$+0WcSGQ(JBZEY+WS6)e`WyY5XB&#`PcWJzFe}?F9YsIGKgkzbEAWuvDp}
zFd>0Un5i{HHsQ1mIu*$3_jM{N0p%^FCq+SfBZqrV>)aO{dV@+L64P0u#2U>9Y<wka
z4UI%BUYH|IAe8hiuZk94zWDsJ<%KyIDRQys^Z)f3+a4$r5Z7TwA!{-*N|(jbReFh+
zXeXx02!RHygq|?wI-T0|JQ}q!HM-T>;+)VTu7)e60um0%!Sg++!J(!0&Tfa_u3-J8
zB$$u>h{DCDg)V@A!;J5Uy&1s)o+S)vc;sSk7gb+i#Mp*GWOC8)XfQFJfxbd9BxOc$
z5<3&hBQAXlN}?7Nxtiw3OgKUVqsw9e<6zY)16IlqaZZMq>xeosP(^HZ!@AU}0EtNn
zG?`GX(8sNiv)N7t{SXP#u>ixca%I^?eE?oBnUpo1dS!w3YF-QDy4b3q6G|eq8A{iH
z_GA5$&M)x=VX+1*Y}@QMg`CiZpXJix3+?KnpX{q-#io+dQx3wFNrlCi8VIdKron+P
z5do(a2(dba&8WnMWjAUfK0s#*P&8hLgRK#BHD0)o(@wsUbOGT<!#Zt2G7R=Xn}rJU
zph@LaNl?2W<j|zx=NZ#$y~6COV)}Aw)~$+Fhe{H}eTS?jmJl~^Q%Siz&&D<2a1egf
zh!%BH$RVrDTI&moEK5lrfVjv1#SWI;=KPb-OnMDb;GLaDv6zGNu(pg*e~B_g<+@l(
zJ~tj?DP@O|C{zw%^ddH{(aGtNl)D(5e4+AYrCzO&Ta0=+blNa+@C8{t1p^^Sx~#cM
z_%k@0c!E6eA{(wmg5k4OEvFMSC0dEQWK#*;8q{+~qOnAr`Y$gLXPm3pCqkjPNF>&2
zl{ys)ql_|Ben7yuFf`F9#2G@#k!JBZG9>U-rBp%+68#Y$9h<Ts07r|4-@%HBOP^dS
z?0QzZHl56*5iD>xBw1z4#mnmTRkKD~%w(FCI$Ale3-l6N9r=iZjrH2nxJ2AGs!t-^
z9bB00Eret_GF0>FbRbxaM$75sXm9^=dUA7idp12i?DbDZv%}p%tJ*@%tZ(e>RCf!>
zT&uE8^)>=c+!sy+VmU5Nxf16@cBH(+i}6e?xAAcG`1gPFFYoUk|Ks2P{Re-m{^<ey
z=$?Uor!(3+e0BM7O(gCZG#2H3CT@Q*x2Kdym(qo5p$c}jn#t2Ie{*rCkZJ)X;q?-L
zIZn6F>9iZo29<`t<)D<rpvQF&ObN{eAp<)KKUuV0P!+^wA(td$?V21NHJXh^a|a`6
zZ+{OQ1sr=6Nz#sfx0_1~E(dru`Anv<UB<>un|8O;&Zd)?_npG(+ZqmgbE!}+=B?&X
zvhZs9HnI^g6vQ6un{k|A(O_Vk_U;O$wBdu^b|w`@L7Pr?Po^!Rju(^GVY@JB<|c!7
zV+WnA`saW0$22#e9JW8aI%ECw{*hA4v$yvblYW~v#P^RkH&+<C#-lx~Tg9uB@os&C
z>Yv@_&R~D|>Ek!OPG>eAVUORgZFJd;ot~Ya;OW}?=F{EbeuFRg>EqkS`<vs#!QI8h
z{ms?o#pP@~xjH|6c=a%uoLpW&RUNYmgRD<=HI+l{dY%6u6Uwihovq116UIH^%B@lX
zh&?K3Z?`$@_YUZGEN}KYy_4CAz--*C;O4>-w%06Iv(bG>_<LOzUk6M`mHhs0Gn+_U
z&5n4*L0KG42eeG?1D_~lnBs_Y?)UnIR0_H9>ioRRd`8U>{MK5P^}>F)gUh$RQDnHJ
zVG>Vqz25M-siO+e8cFpDf1T+%8}{w;O%w`LKoWHg`+ZpNk)G)oiur?4Umz2S#zO**
zJ7D(+h)!xigMM}qVUHVhzs+cdd__7x;q`!$OGQ%RB~jS-|FQR8J(Aw(mFJh)9bh3~
zH5zRjnlf2g=^`?`_uhN&y>}TdZKU^QStOgyHfU)V8fc{vTI!iu?O;bEtu6)VLKnJ{
z?)LYV_Dhf;P$0-+R#rqt#QQ$~^PKZLVXB<B*IsU|Z;3ZKn?n;)+PH<taXU+4CFzw)
zT8ue#8)>6M+L5am!z4QtKW;h<W^R=59(@ihJa7YaYAFrcQd*edKB;%PjT-PjLxLp=
zW<l#<hpy2Wl_0)%HL_jqk8m^S4eoW?n`=)${ppX1N%&n3>83=!xxMw|Q>g0!s+=7z
zs9e0~)dKo;jr=1{Efz64sm!9*e9Wg<pq#OkG^n%~k{w2E2qTS7={D&wM{%G1xPsI{
zchC6U>`A=>vrA@HYS5OGcp~j)h7CfIFdx|UCMaywF=SHs=%bXGdLZ&_5ZK_R!mAHB
ztjSOi!#wc^1|e#{fF4tt!_<m7hx;Zk6Z0ED48Tf$my_Nu;GY1K9YQix1=^HGA(}La
zeBw`wINgk+xVxEZ9Qe$^j**7;xx6+5kx#H-A3<aeyIL1>+11<YFe2y%vZ<6wk2UV2
zgK-m?DF|fDXt60Z5LPM6#(Qs;$?Qrwwl2F;rWb7mO*$vzGCe*@x`CW_xkSD3GH5cI
zcSQzj7IELHWO|7RF%4%Ct~@q|KvQYlrp*c|l2?R`PsncL>VTqxW*8@+pw+R=qW_T*
zSGlu|#Ag(3(o;o=Ii5gDFg*tTQk7GvMc5{=fGJQX*`l9_@64d<hI%2}b!n7Y`Zn|w
zNQqq#PsAH`om{@P4j+Swm${vOYG@b=(H5<s(w$Ao&U!2s?Sp(-&Pydy!V$(aol>OO
z-NgO1E8fZFa&cZUlZHqyeXL+e1#}5`R)fx{*QXQNN}(F^1@y2xC_uO2lQX&iV)*>U
zLWOu!E&!ZBW51E9Q$bNo6*Fnfcchab9>YkjRceF&I2d3}=_zFsnPeyy^=I=rj>RM=
zBE%$<x!zzB3Wn5bwcp1mDucp@#>u;p(Gd)tmcxz{gof4*IYh6rn`nQO*$F>FpWr?0
zaIl*&Xrw+nmPoyigu7A8z=l$-Q;2yV@X_PA0F1(*lu%B@vXY}#F&aq)0!d250jk(g
zz%<kol#`JfB<+wJ$&1$-t07kaw7XV0-znv@!9Xn)>lAaC?XQl{fqk9sAMNigaMJE|
zhV4?FX6;&@-n2nIUmIgi;d$5l$zYWG6!TayRS0|d8^eV}ilW$hHviSz5C7>;fBVh5
zum0x$`62W8y_;RW`%eg~z|HFX0hZkvzU;edzATt^O(t?o`B<`7Yk@kirt-Z~?PPIw
zd-YbY(whiGLtJ#)NgMfW(D`)SxhQZXLPdsMFWCi!M8ZAkWwUQa6Jza|jt6Ix-l)s6
zum}j6G9Yf?AnBo)PRGMaF2*O6Vk7EHViDMb9>2#+@TZORR-jLiMU~*aZ`I19UX5H#
z65%?^F_4x(FOCN)XaM8aim6sL+iez_bi1Y!^+IOYD7Q*kBpLv%_`_C*^oft&Tv75k
zx;q)o*gr0ZBM7aP(kFlTzXqL#FCWjoet-Y&@#-y<)#dR1YX9+$AIizQSJxljzv8c+
z4I8+f-rS#^9ZYVo&+qQ8m($t9_3h)$_08GY&G~BBYoDK<VF^PDyEsEcDt&l+jSqi0
zo1U*$IJq9KZoYp1em0#RA08mDVQsj(d&7Q|G$jKYSo?>|<A=-D$#M?vzTYbM+6_!*
zgI4+e;_#dIuP7n<=+0U-$}IjC$47X(_FuhzpGl>NBn*0keIf^~+U3b?Icg7^HQ@a0
zOfQLTE+#9^zstp_(VTU=f=O&SgIYG}_h=Cs_J$yaD3|P(Yx~3D+5T+QtJ5^stdx-W
zFx`#1RT`c6O|-K8y>TXyn~eAC{NOTB*Ajl4zeTlgxiM^Y_b1c&aGH%KmeXaWRF8$C
z*j>Qy5QB|+1K{)tLOLwAe=B`Xczu(0KOBgf3>E<;5+o+*(#mBN-&8Z%LaL+^Q{Zb2
zxB~3>un=0|cZx&-ZuC-M5a>wTh+syo9>*^d6~JvAJD9k@p9%mXwH8HU=lSQr-oq|8
z6W7jjP^h#nsws%%1i`%m$qSP|_;I@lnL_Ng)7zs1IP50;rxIp7$@b1?KmJKNK?AV)
zCqMqf#bQc{-tM}{u5-yYw{~B^L4}!sbAA&rEW;979Jnnim^}dTbO2F}oI$9MWO+xF
z7>H|#IHA?t%E9^8puHd&2|y%|8*Ugi&{mZ^M4oI{OkEKOdT^kAg2P@EX0t$X@p`l2
zVBBxdC&-3E7q>DLfoG36oPt%J1_4@UJg!tQ%mR)-%il=35+Wp!D~R;C=$Q<G6`;$3
zK1QcP^YLSOvKeD;x5s4W0ej76LJe>vkcK=kT@7aPGE8)Fj}wR%o_w3Yl#pOl10l=z
zBohHZ!z`Cu6;w`d;S-}9F>H5Wtw+f6m{c*B5wksA7;b`=G7-H$P}U(-*c6hWL2KL<
zp`Q8Bphz>~FS3|C5XJ~g@|#AT7eEI<GmXp-V~ScO3N_S9kKP!7v?f!=J#K6aA&(Q_
zXgm-JyIfYK6wC$3Js*;u0=HYB5cRWn&c>ovE&e(;R{yXIP;dkSRoI0kjM$@5u+z(=
z@|~B=6^xpGyA3|Z^Pm2hyn~k#NrQ&>9OalKFC^<v%?hzyEjLI-xXV~*3Xr#5G5wO_
zt#u_veU-9YtaiFxs%-N)5{F3%<ER`XIxIL0__82QdN!eoT^?1;>p}TL&JyHG+K~vE
zCejdo+?;*MP;Tv*G+IuhY*Ygtzu)EaIsIY6Nj_gD7RUnQp?}Dv?==fFKcHwPQWZJ@
z7!}irNG=mgCZqXcK9$Y|gON^mINDoGXNyv)%nWX}VCj<K-O?&#G7xG6*Y!HNM9P$k
zwoJPad<l486gzSzAvNQ&x}b2-2|$gx7d=<91+O2o8e2%t1w=XMoS=pRR*Xq7?aKo$
zhe9GDU|UTl2zSt!6elR*v_!nNM92%fuNd(cL+*0e8*@<-DrAA<UU$1hXfXvPxSR-g
zOZj*AudfI>Ufi&AJR<(HJcRUB%a&TjGFzB(w%o0>568<|uE7d2?n7*^b*ZRL=lym!
za~Ci=ZeI05>5qQ-o4@*t-+lS|i@*JwzxnRptABU~-?yItQZ``G%N5l#udYt6$DJW1
zeH_?Rfk-)(8`L|zv3c7!@|F2;@%Hf@vlam{j=e#;gsfQQL#*qqdOd#%+b4G!Zbng;
zpQAKK$Xtl?xXEQQa3!o4Gx<~s*LS<y#TB0;lhWI3R!f~mv02JG$dZSn7_*~5Egd$5
zvNXKcsJB{3joN&!vK;qDT~0`eayCWokHIXT!F?1f=VSa|IIPHD?MkB8$Z|T$ry#~8
z*mF(#9o$d-F4&9A)!72l*Z!!wKWUy!TgyRdI%<`xWo-J-Kl=$e`Zt%$FCSL-7t8;D
z1lk|btPRkfV#KSn^OO1Bpiw-U53V53&bt@KR8_*yhYxlGt{-asVmc<f2*L{h82ieb
z>$7pczTE3ST%Rvzvv#w0fBX3DS6`hS9b=Whyubr?1*;WED)z8BW_~t{hx5DD@@92F
z5BVLOuY(yNQ}nKbakp7a4;q!XHy6Mk4ri0&!^3WO{O0W!^SwRPJA#vErza$Xjt@`p
zjEx7)*|3eicDcU*l7Du%PqR?F-s%YJ%Ojk11Pp048uvTXy~*3RUsZ}=v>Ux<ZM8RQ
z!wiZ9QUP?W;H*!XM<E*zRf}m}qgDkJmvES^<VtjP;t0l&PmZ;ctByJo&ZOx?8dq>S
zl3*gHhdB|>1ieAryB@10>G#LHeuNk9N~|LhsX%}B>NUH;Rw*>|*{WUOgIX{t#r(`^
zcm+K)6=F9+G_$cNRI5p-vDw^yu_oPoxwE!TJ`o)PI>go*jdi=S&2@VBWScuirG|2C
z(F+DG_HNrjhr_Bhfk$8?N&h3xbCpb@Q)}T*cq!O{U+QvVduFHuL`Jos-E1}M%?`6&
zxhn(GC0c(;R}tg}Hb>8&K3N_ti@A(=eMh~^2#0cI!B|cYBdJECOpeu@JU&r7Zl7Kx
z8a+*gQfdb|h5&7V*dP#A&3ZP82wAMdTv{#ljzPo?SWigA#MSg#g9IC!S|br!p4IH~
z$lSr{(iwf&z?hq)5`gd7h__1llE;Y|4736Oiipz_b$L_BA9h#F;}>cr(anN>1g?lr
zsKdt6&q$0<40BEZ=eJg!3wZf#23%G;h-hWv@tbMbbhxZgIOK|2BI42zX%uV3JOwTD
z0pfPt=VvU0naPuq(@w6}%eOWVk-Ut8R4B6GGwPVE@S!DKE<calU_k7`NEU!rAl|_F
z!)%>^?5R<L`SR-2QM)YyB}1u#%%8#AZ_*QF#p2I$D&e(JbriN55)Olp?{6?>0^y+9
zn)L>w7)`ateyPkO;oWGb{E-3d<6WNHcOe$?T1{w=FjSFWS!~fvN;rtsHi%ltW_b5;
zNdZ4$zf4It`*BQJu;0yUna3=!UMUp7@dY-Y(sSj`ODI@aVRdq~Vrz@JOSQeO+*(&`
zt$+HXACYy%G$@BwA%i%v!CQzE$MGqR5KDw6(!m=qp2~L_y(GI^VnG>FC{gtp+vJ;@
zyw$^e913~ik3;=+P~7H(1dC3K^F8AAVWoqg^Ktfu4varb3$m0oD-jJU&N+$#I~{c@
zpcG9;XQk2_^n2-aG>gz5j{)hiTFj9Ug+#dcL#b4%)$SAuh20&IMx*h1$X&1|luINc
zCD>JJvZ)o2iXoo~Sx7adLR#?k_`AqsvaL4L9|s!7ZFJdGE{t9r9C)8o#~>5auY>@o
zkz+@Z(A+I2PU04t2#AFAD`jdpIHdb*Bx)T&H&=Lef*}?nAES=0IBlCAR~)AzKKV?x
zl1gIwN(Fp_TJ77n?^d(@>(k3=zmNPy$>WfCV|&mnSBI@0;vc8HlliiiuT;}{L|{l?
zxhS%5kaGtbd&uQa1mm4r_m6-5AOGS{|KexwKK%XP{oVKN&i%vl`R@M&ASEm(i~IBY
z+q2uptB1W_pL{V_+Nhhx`3S8I^?bQkYoq#3`+L9n_FJ0rEPAt5YvkBV?V8^S6`$Tz
z%STF>MVP*<WVh+|@{*}X`Hzy~@jGc6V)Y2ShWO)fG67wR+iEh|qX(myi9xw>*x_J;
z33JB+0l+ocR1{4ml?vggC)HTar@<q%7y{x!YId`UNI6H)I?Vo&!w>7TW~I!~Rm)>7
zOMxZyyG%$orCe$<YK;f=BSx-r>hy59KVp)p(=l{7s$Cs4j~DGG#nRQ{i>IIBioQPT
zJ)Z5|oDg%q{N}?KkJo3nXUm7H)#=H}d@^IE8{;`>m07OMy5;4dx|q;6G`u)o++Lnf
zCsV3{_#^v!lUGy@-QTQ^_OH*+U{>Ir@3nfj*LQCoUtOM^!y#nl_pN|(zP>)E;2f{m
z$=lcW)A8Wp?)J^?&F$IQFMj^ZtBad29$%mD?;lLYw--mfdJzl`zd#Yvn%(Pkfyo{o
z9L+}kD{=sR=o$Nmi}}g^!P&{##VL5R>Dkf2?TYejZ21Rg2dh!5dwsrwZGX6&(Fss5
zR`-TOq6yQ<a?qK8Y%Qi!-Ewi-ZT9OGE_2jA0kow2yxXkALOvELr7W*Pt&+<&%eAmC
zn2b=Loy{fVpuf7+j$Wz9&Ii#EK4r69cbcpMXE&3w7_|`i0j-mpi$!9K`IMKBs=it=
zT>umijCJbx_A?<r6$W`+Rc;IMI+tR17lgw0)6b{~#KkRMdm49RLEnDz<Dag5{t0Fh
zy<ASC;_l|w$1#i`;tSq^(DEU6l1Ajt#ST%qBerWH4_L&TTMml_7%X4}1So?4I@nxF
zCC>cqm+N%>?5wYIe8+?1Lq<|*HlD3*tZm4|GB%YguUN#afA$mBLx9Uxrz@U2KnWyb
zBm>MyZk>^=B6u#J$;31Tz)AzgN~K_iK~NI#stN@}1;9sWM|PEr0l;aZ%|{(z&8j0l
ztm5Ab(ICEbJE}5EANF7P(xfyhN-0eA+PNb;0pmlw7sO$|i%m^6ouPpdXi|z|Vz?Y;
zb14}Q@nsgEwJsK&KwL}7NRrr_#|MiPp8!03YPbt9Hyk#M&?sr?U_c?-j<}o%YmoZr
zjs(ZS_aVxHcgttcxpZ0^av2RiZfph~8Y_4hp!hM#N1dbzlx#?`=p%;XLt_kcY2-qZ
zQ6;BQC~Pr$;CNujmuyn^gB>fxFG^r-cAE~Ch=)90fQ96?m?y&8lr2@v<IZ60^g0+v
zp+aRb2zeb@uQd-F&W-LDDTYF6kC#ymao(xLz6E~D#6!vi{b+QcMKh5Y?+pM}tfV6@
zi{SV&>Vj@-A{>eZf{C!#s3v<Tvl`T>H`$;oY%?+bvBnL$UCbFKwIs<SGwWpQ&#0sX
z!cQADqMSiRr+|q9O1Nio(5#{@wFGauj`#-eK#NYx(hcDY6a+NF*<x{ecG4eo=@Ams
z_@IDn`cfel!~In&m9<h);OpwNZo7k7#h_6UEP+~ziIFn3C^e5dxmAy$5nG@l;MBvl
z$GFI$fEoxyFcL>;sxEEDM!8D8BY%(*1QISVS{bxHt{EY70Mx||qC?;XWGj=1aivvj
zja)Xnv$3XQwe4{l)JkD@uap_EY+3a_8~vUvrlo4w7g`0Q6a}W(9pPPg3Flg^q|x0R
zfe5Z_Jb(W5vu(lcwu@Sb-o+RDofc3YjBr+ynNf}1C9(Hur^)n1Mt~4a)N7~e9Vk%1
zVWVgO-&a29Nw};zLJ*Kx+^%{i)5_<|@mM*L7&e=~{NnxP0ZjYVbkJXnrmOw40zR%v
zbJXGFO{N=-eKu^h`i*uuoy|oPy(-fe5v)+mi-#eHI7U-mqgemNH-G$Je*0g3_0`w^
z@8ACIcmH1f!!!84{RAHF-VM8ZH>+z*Uk{gelTJ74qi)a2vZfe|ms9C(t<@-$+ocLS
z_y71ue^SjCH43FgXTY*Tvfl6Xd4WJW-C(_FNybRSr5L|7HLRR^+63Xkz__?;Sm+I;
zWjm9I(|~roTJ?IcKa<0b;N=c_U3jj8!Eh`}&6*8<U_Kr1w!wO((n*05l+UJ!abq{l
zC!%~Yx;q%ccqAAP``h&jniv4mdMQ)LL^5%IE)hTn<J?8>_F~$6ygR<VJnS?J`*W-V
z+5JiVU|d;EYqL)BaIZEQcZ#L#_RD7$_3rEQF?-3kH%DJQT>j$2+i%|9eR0n!@Z|dJ
z^!2MZuV20HG^&GcotDJqu#SD|k}mAiqr1zq_pcsF5k5exU(RUiK0P`;JzA~MxWKf|
z_m*?)V&k`O-mFfJzWnmT;r;=2+YeU)QU4qK{r7hdx8T5Tt}md`Um}H(qnwXf6&&22
z-_dJ^8UFI@=mzQp#X|K8g(*I#lga>G67VCwc>PdFguy-R^;*}*Oj*cid*`cTEL-d-
z+3R%*#e>o0Xfms&v$(>zXpee*;`V}3|M2kY;;hr`oE@L_>&;QKJLz_z-9uz0t9Y<j
zE*3O+AJof*PA!i&kD8&qE;RjAwN&c0+qGh`m`#>>S)<8DvDT{Apl@7W-^}I<Y9e8(
zQ)35+n+oJC2npDjxhmU0UON|p2D}Nco5B{qFBI|ynBLjwVfw-!PTr9J1lt7#G|xrf
zpc2fzW-PwOwNE~QqYmwyc}Xu-P-?@i5@;&g7qb?`1D!;ICkKIuv$>UpxCWT2g8$1g
zoh&}5bJZ@l6{%=_4KOBYdTN&yyF&T0WOI`s3FDlK?4H90mDG$)-E5QWP@w#B^Xcbk
zYohfRCnv{%e>a{zXE{h$ARZ)2v{ho5;S!csNHJdM@yJ{bx8FtGim{kT+MvIRCFB#?
zXZh`Rnt)vNN1OHBgQ%_sS&s+Fsx{Dvnh6FqVyY^c0pwKd8RQ~HFJu9JCP4lfFsS}X
zQjiDPABouMBKa7y3(ePj9~OcD>S<a;0gHPv+#8Jw1;Y}*$T$RD_9|u|U=$WZnkmX^
zaG8N@M9_;Ur-<4tWY9ojVq*iU8HE7<aq$<nT9Y1+V)G@<L=oJbY9<yf=|w8W@*!W$
zX+;wgpnn>qMPZ!a=Iqv~d`5*qMskqVp&pb~ke{P`+bG*%HiJYFG#UIfC25pE(Fqcw
zw$YuG4h5joCq1r+)f#u$LKY+J8d8%$ILXJw9Jq!|L@aTlX1$(9nsBo>hrXqhk+3GM
z(65zPJ2H2r(2_hpyb!3bXks>vlJAVz$Q&!MN^BP3Hpv9LT;do~qihqbNd-K!g;psQ
zoD=x}0S~>IW|G>1NT>sqAZC|MCJ`L2Ss~r{{E2vdot`Q7-MmAv%2PAC@q7c)uVQ;0
zK0`VQV&9WUCg@e|bvt0}RWjl2M`o6{8DU?QT$YT6ND(^BKpRxdD|C7?@q#e{>4qTe
zciF=}cC8}HyRllu!-25h4Rj*t!|v)y$CBe=_jrF850UpIP#jA$@Of++nM^8@VGKk-
z3nO?&gEG-JA0i^Xo5V$FBnd~TpUCC1dNt(`ayuSCr2>K+lb*+_bD1>>zr|sYQCv<1
z7x@sXw@In6-6qZeUJRKU0GwRBA=+FA0~@0j)NG(4finU!FQyR;U>FD;7CdMwP73^4
zx;RN^XUHs@P25m|4xz_^GdSXTCg92XorSO$g)`@Mri6kaf2Uk+Q4>cqT{22j+lSZh
zFODv#+h~@`2h)SS0SCq^>iVQRYL=R<a(gjeaDME!x~WJs69zXy*atpyvR$gNCqe$g
z=s0S3|KyMV^sj&SfB)jcSAX|E{>S(2&i%vl`R@M&a;a*!Iexr)eRp>IaCLjIH}z0f
z!kOLfN(3UDAbRx{9|1lZ^k=<&{F?Y1aWEj^Y$szrf6Na*2ON&YW}!2N{SNggfCa)a
zAGx+5A1mCjG;Xslq16{mH(;f~a14g4QchP(Y5d^*W+Ru1aloRFh_w#B1*_RuDMI&3
zQJIbKH68W}`Mkw!&t>vtd>S>{gmU0;+)fMI$6P82#~>dMFfeejg1lPI$15C%f-c6e
zL8s8?gIz=iiyt43`mOA8R9OrP%Ta#TO%56vV5*Hq<;Anlxqg1QJG!Qd=xB1f99<lY
zZdbFblY{q<j|3DC7t^<|UopEBGttAn*5l>j=|0H!1<}8g18N+n_^(bWN8B6Uo?pCu
zeEX}P|NI0<#o<2S2tdvB9({QK{$ROez#<WeEC1&58oWJ>i_7zqulRp&-hTD|%WuB^
z>g%8V?A@DpfYB~5ao|th++Ht+L#$S}S4Xd3U)|Dtbb1EOu~w|I^20UPtT*6*k$wW+
zbu=B{td6Inaj(@RqCRZ4`n49!5TZadZk!(;j@$K72j^VzV>4s%?(FDrHtIGST*PQn
zB5;BIz5rr32g)POH<?Zr)lw7K2h?lSkL9orPP1359n9wFY`jLvXt-V}m-9q3YFPT1
zPWShh-~RF!xA*t6**qCbII%V<ROwi%S>o(ngrZq4RB)<<+;&{YL2rP9L|iWT!-GyI
zoGXd~apR!p=;abtLJT=Blg^?8ap2}=$9=Gwi!*GPRg_0lq0Kzw@tZA5u=WmzY~y2h
zvv>!}1O#%-VEmHpY=+z}>|`9%v5nEw%^H*uPQ38~9w}f_);-wxVWpbYI&4nr9fTS>
zfOOo8sYw!TZYg(nx1K+RuLT)wHl6Su`{WP)fK4JTHb@T)2CRha7Kov{<SQZD^Ck~k
z?YO7BU=|c`9!&6Cq?<2*LRge?KRGh&NqQa7Edq~D)HXAm3#@A}>S<jJ;Iv_oW8ugc
zR!Qdgfl~pQ@cGcGge9XJd%2;Siqh2r7TyUlo`|AA=WvjHV6&MH25~Y&f+eenKOgQr
zztRCu(&vm~!bE+dwkBwcdxei`$PSoH?lY*VfC|_Q*voN43AqCbF+o+BOe`@$YN*6e
z_Z1$aCB*Scrw>`JG;Wic3_CqOt2^MtS+8f2$1KN&5uzq`FZigCU<+Yt$TX#}Cu}n?
zb2>GeB+8Y`5wz$rbdh(%3=b@h2h0wXxhv_grPy#8H9#;T7H!IDj98836krBN!p9$U
zH?#Su+XHPQ=B2dJhV#Ec>@O1HuvW>Xa<Le+0R+HoILh)d%kN_$HL9SB;Tgm6l}!Xv
zF|Sc2#k^!yim(sj=i?P2&cNH7cqxl%*1tBr-fwp@>|w)$6en~6;Amozy@SO|Bwc?F
zQ<pCgx<>_MmXh%sx$@<+pE7#+JWjb>O74VqM<5Lw>zndj>H4#$TD4lQR&Bmm<E<hG
znW&=}QH3SUYo$6wNf|Cn#$qN;$bwvV%qv72P@EusC1V^hJ><RfX_BT?b$U^oKN2T;
z$w(9~ameS+XETgvyuGo|vsU&ynTKg(mxny|FuP08i`i_YT*+jzHaZ$KN*CL9rJM)@
z)LgUBq@YAo#ki$aO4&JzH`juEDjW=7a?W}lyOn&618bLBVbZC6E_2Xr;)jpG_^~XB
z)+ZyZ4lnbWT7koj3=5wu^1^5POH7Xd)&Qt7j0HJY8+AnBxtbKio^04lL?UJfc;XsV
zNp<CLEmjhdMlQj&;o<83^7v{onvB|=ev?Mv?y$*)ytCJ#c^0D1kot~py~lw&<VNf&
z3|o`s<e-`@GI-Od6>)pGo{(Moli&Ow|Mjo_`WrTnfBS>)>$^X!eD9t?DxMp3r?0Vn
zom}2u+$<+k7AvSLHlsNaPLd^Q7D~NpZBT0rYpvV!$5Fd4-Q3_H>@{2Pf#9ZQNb}gC
z-CH@4v9d(NM}?-AkKSz#=I8)edDDKb(KuT|xSHGD!Sdj+UdsdNYLruyGhz<#dF-V^
z8eB`WoMi+nQ#6!ks>0aftd}rn6=ShvBA#(L?73W`R)&i24)_q;qin>&UMH1j9M7;g
z(5{kChT=hIA<2R=R4b)B>?UKh*#?gf_ojn#w;Cn(cy`ddJ)sW~)D`@y_RiJ@4Y|jA
z%~#h)mq%2IRgd;siwUC8A=Iqn`Di)ro$#1T#dbB-ZzRqRM;FKY_m`*mzEHqk-QL{Y
z++Uxq;5?ikAOG^3U))_%6M6fNqQ^H6hl}MQj<a5Cb+`ckb$xyD?)`^vzW(On>g>z+
zub9EW=3kzk-d<h5fAi+;Yq0qz$NSS)54Y1n_x|eQ{OI`n=wLGJup(yc*&po@0*VKt
z!_MI7;Ak`&UtU~PSWANQnob#wCjBAvRkK){4Y0|#yS3il5YWYVF`3Ye)~VDmuuVGE
zdA~Di)c~vwdY%2*qE&0My9DZ3%GZ4^mIZN8L8H;E(df{PGVHdvMdDR%mCJ{F^L}fT
zOBa%{;Kd4zSPbZ8F@yiL6lAfL1Pj@_zrXLcI>Y{us>et$T1e+nTr^UNT)bm389WXP
zD>J4nI^6(D#3L*vjX@X5L@JTBb-18fb=>D+a}C-HJ30|^oM3ps7{JJ{(duqhYD`Ks
zyH20g>le&LV$k<$@ebRffYokPXth$cYzroslxkzp;^+XZ2>ouK&*g@LO5hRIf|AFb
z=g)D=GkSr$fBEE@mUX8}!AOI>2Y7GL<3Lql2e|R{^R-WY!axWiq?}9dZfqz;f>k?U
zHtHq9za#>XW35bCtRuOX(egt?4%Lno5<)S#1B0AM-44ifvuYO+0JAaEqgkP$If#)D
z0ff6h_Y3anUKX8NEfjtAt^)IL6!|M0tfi8etkQu%Gab)Ie5C|lIED(fN2kL!lSeWJ
zMrPK9K_^kJO>Ply4^7`z3x4~s!x?wGDdl1OU?3!6SBwXe9y4D|3#8w|w{_MsQCg4j
z%Y~h8L<2~(UaQ$<(AhN1V=l0(5g4t6E3LM;!=CYb82qqO<7`K`<7?2w056lfB>BiV
zYS9P)D+n@FzCwzK+08h(FcVT1=`~pcXq(Ka7DLpghdF@X9_u?zNeP$5Z=mB+jWAM)
zhady;e)4ElA(tZ)rLe{VETRN~)a?Wck@VXjGC;h?>X3@~q2Th7N6}?}%B~Yw2i|+5
zLdND18k<$E;_@N9B1TOb6<$de6&S3Ur8Z-y-(d`RT?qB6oh^2(X}Go~qcB{lHDoPS
zJDcmDe~#OYZg-|oo{mLMBZ8QMPVxFP_`SU6A*o7t)+M41xX<CBTW`>fCR4sW#XAzQ
z^x4xVn;Yu^zfUC<sZq=fIOBGuqHWRE%b>?1ykvGhHOWFU#Bmj^lILq@HdDwWh?GWp
zp{(d~Tn61v4-Q+7op__DhR9{}m12nmF^r&yFHp+nA<4l2Le+AbwX6Z@D<uK!v>Sas
zPbQmbwwmQi&1|tqWiraXshB5eLN-_@+hq*&(FSi&)0j@c!|AfM+6}*tu!oEFGUJ`m
z2ss!HmnEq^<g<r7oHcfwX0uX8mOw^jB?B1W4K+`vR{Gs`zAZW=2YH}FCFo<35CH#V
zEKJ~lS_iPVl|-PLiWDNgG@$!fuuUm=B3jR;s>v`)=EK$1hle+Jr?>OrxLpBV*yUHd
z)ErcMl~lQ&D=)_L*$_``i|919QHwE!wuf;a8PWhaqJYB_b^BOB9?h4({@E{n_ZPqW
z_0N9(!{+gOH@SQto)B$-%f036+sDh}b79prKf-zCvKg?x#{$t@Jd5jo*l1I<-K(@7
zE^cpDCtP{BJHT?m;>GGA>J69aW{f4NzNObA=(YPPebKAZL014fvD=IMh5I7nc9zp=
zB#2zDcyN475l1%ZOGTYtmkC=DPToen24<OtNScM{#t3?S)lwP0K_VI@FB!)T7G@_&
z`$hm`cZ7B{oV`9zl5BM%SjKA_z+;RFEzB?mi~{Ji&t<~{HtIrYz-R75=%JW;wckFS
zH&(Oe{psjrM(N?8)oyNY3ZnYs`Qf{plk20|!MJm}1cFt;64$90RtI}Wu;tIMppSMc
zIm#lxdVhC$vV8j>c(%TN_ik@6WNApJ5$<;eC^W9a+4RG^w_knrf%5X{xOaMTaD90U
zdSX85;>>?XZ}-Ff`N87DtNSlry?(rXyuZGAynkR>d2+OWdwy_#aeRAzc6xZgQu1_l
zdUkeB33szuzc{^srQd5&gISo5C;PMca<+#-YuN41CzElv57+B>vFz4r^?YI6X|E2J
zokp|Y?d^@nqaKvkx5M_}WHuSqifthcTAxv<wl^Add;RY4Vs+N7RlAM$pfhMAtz~nm
zM1DA!)T-r16}2&(Pe=D>vwpqJeed@6btw~1hg>5_AGFRT)2#;WlhabV<h8k~*_<C2
zpVw#5Y8hFxbivf>$#{wjH2_Hp>)=zdhN~4Sd=I=Lz>7Rqyy&iMB*+d6hqK@{;uI~H
zaqr8;6QmcRn<6f)efF8#WG%$v05feSJ7#9ht^}(UdaO|)6>g3yok6ZuiB)v^V7=B-
zKB(4tZEg?>gvgj$2|sdQ11>?u4^U0n#<l^dlw3h|j!CI-uumjSk8??oaHE=C5gW<%
zCr@NMIEr^JFIJT9apzJ>vA9@u>^kw)<FDD388ybBJ79-G4D?h*U!I17X)VRjT8(6D
zQ!C!V5Kj4{S|T#hr$b{4o+!#EMG}ijgSwSR9<bZky0ScFP>cuM8&5vNUd7%Wy{npt
z6es|6c?v+z{eBcSKB5t)!>&@X)5Iqba4^DA)on#Y;;<7I>Rn6$v#yd%hFmT(_}y|H
z2tb9~a46Q!r9)Plfb_YzU{GgZE5#yCtp=$l9}XnF{+Jtsx;^fqDp5-)fbAq43=rb%
z3P}#KrsVTk#bkw@%&K>4B=BHkXlwY}aTJ-z^a*Zu>|`1I&wvQzlDNl$Nt=C8&;~AF
zW0BK1<0HxFWw^50y=Kf;CTM{{KK=|y9`>i!63)PAAQ$k%WFs`440>@qR<h7(q6wcP
z>OxwCbD;d_ke3ozi2J}sL5tM_ACvEF$B+Y6^iIl|v@uawu;B^B-7VH$c)h5m#Y$>a
zNN6^6T6EEnm%uGl)wtapFl)&o`e?4inq@)-)yubcY&rwX69)d>7i$LTuH*&p90>;j
z2xIKHdAZj<{}jf1gt<g7$!DWSM<*b4EGCOgf_dt>Qo0KlQL(#2<)cw+++KSIjm*V&
z7HvX3rCWsPY6|Z-m8b@jPNf!_uN6|fd~k_z@`ITb_M%P?fpMz0oi+ytQMLjACP*DN
z3pw_!=_E2(G#U=7sZ_8Sauh?xLVTIm=dU#@4J=bM=2prEBU@7yE;2qB6fUSBn5mT@
z?pQ}EWi$lI@ahKw0pgk_jQ1RNB*=6sMnIj`U^AOtc5_%LjEDE7G@^YOt!jlD#R~(R
zbnC^|+GiN~V_`l8Dz3)ZC#V(6CQ~U+2P~HZ(6AH5Sg;iJVdN`C16lB2ekZ4`ew9>L
zwwg**lMz~9-`u?d{e69SP6X_5cGQ6|QEGK-oqDd`ERtd`qlS&U!+NofWw=^wVFOG0
zA_VPY-Vgv5`d+cb@Cu$Do`3!B=YRR<fB8q>{_+Rc{r6#5`QAN;pMUk$Ua!l}@p5%>
zeRg*=KjtIjb6RlPWTSED!OcRwUv2NTM}t~#wK)FGx4$$Zp+9>{R~?c9774G@OVR{P
zvCxDI3dW?SQ_gQUpnwHAJn3|Jdbuw^faExgL$y(F>>nOnUSDwQFBQ`P+$`}3fn)4u
z8BqHPwja(2mLZRg6Fs^|t&mAZeS==TQ!l5fBQoi;=|nUfh{a$Wr&&Dk+x=#>QOrU7
zONE1#Otf82WTJkOK{Pz}o4IBIr+WD2_HsOGo*#|)&v7ezIKe`nr&Y09uZcwB?TwcY
zXXFhhXUpE3i-WHqb6p&rf;w&F>!s9WP<y<)nlr<60J_$QBT^X&I{%w5KLGyXSF2jZ
zPEXnN{mmt%*fds8#<P>t>o>1oUz{Fc>e^?I*l&_*giL>Zb&3Iguit-jd-v+<l18&%
z|NQ50Cg9?euRLC|zFd8*XdJ(J^>(>Dc>DhSB|A&9kuy@F#X7OiSYR~hV8rUytN7<Y
zc&(O;C4jHlnEs|ouUpO}@y+e^TgUq|>}QN?%lTr^?U%9z^f4lhBdXI2@m{BKzB(!9
zvgKl(o}yu`dcGI~2FYi$%e`6H6J+<16^vd*C=`q7AQcZcDinBT8S19JR!mr9xp9TH
zn88x<Znqop2lMeLZ-!>AWj4W)h*QtaWC1;lnn$0@PB%)OglZg}AP6I$jMv7C4TVI`
zy~eHAOlk$V4Vax#8*oS?p#ZdGGGBlCIe0E^MYvDk5-2t{^b-1dB)i*yCTx=Rb-hf)
z7xSC4O^FrHvO>>9#F9&|RMAGNlc}`35~y4jjlpMe(UXNbgb_=zL$UJC7LYDl8h6Cf
zjV)G$Y?`FoRK|EBKHsySe7e21;V_wLTBeon>gp<&$*QE>dcb>Wsn>xpY0;|TjRUUq
zk>}THn1vh$fjc4aNTm{?4??A33&mU~-CW1z4oDV|JGurM3s!T&hTy*h02lNssf1-K
ze>+nF)m;IkW1~*!5K<}JM&J)o{7A65DDlCF1v(=U@FTm`DBKBpvmqxIAQnBSLqann
zZfd={QONUZ#qfVSNlM0&9)C6vj^Gl|%3>aKD&zrnQAx(~;gHa*ZMC3lvEZXbjKDG$
zHDDbyAyPktBU^A9cpRm8nBHm}ZW#FS5-^6EBw$n(ASv*Dg@uiem7OCx7=gzqG=8mu
z<s*X)Iucw96gh`d<tNQb&$w2d5BO6cs-i)7P~3>IibdHNdaWtA4_alyX%84pq!qwu
zAhpp0SjmLyxoEFi$>Xlqk+WtnbK-jdPm%Jw5X9K1p>(AH*3c75U%6S&%Gj>e&=sDh
z6@zDFGxe}0;6!pe=s_c4#9U1e0zze&d0nz@SMQS9<K4)M$o`an60HS@${;7**f0ZO
z;J-J8;H^%<n7752joja-fA}BpK_Rx=%?g}RbjtHSiA5qb4Xr<aW;Gah)?cV3m<Kl$
z;$2E1J$4JsUF=nQ8m>)77ODy6SDTFmB9}o{et=k!@wtRzzvs|F{4|wH;>y7O74_rs
zFu;>IJ6$A$j%0xCKu%5yz+}v1GN5O@<cni5S`k<U>rM7RBvPp}eYG%dz<z@XL;@7A
zBc<NRwKSKquY?-G*oQ@s^yRK-N5hCF6H^2U>Ry9qk8?HMmr5Dtt{9dS1~0jo*ei%!
zDvClhP!e~SZfWFVq8qUKaqqK+;51hfxMW_or3h>Ej86MqoSZnm@*yuto~+MFt!%GU
zpentKFvrC_62LF<>h|r~;pM@2KJE6~l~%7gDd!p=tzV4>;i__bI-UW*KAa!tQ^jmN
z2kSoK@{+-)AS2+QD9VOl3)JrJ>f!Cfhrj%@zd`}~`@jGD@7=BYhbQ!%{|VGnDO&j$
z18z<)sM|i8AJUubwL82vCq~wEDBdap6z+~&Y~SY7!Q$cW1A%x>bV6{+O(Moc0bRuH
zhl4%o_rc(En&T74#m%JCxVaLkFyWhVBVgl!tI6q}Ox27oXj->%FxN`4u(wdic)Y}S
ztlUzHrM$-tNzBHc3!`|#?@5Inc)d$RwZp{8-RY3G+iJjQg~C*;7IL`=Zc9v-jCT1%
z2xtY4FD^=a2e>e)h-=y}0jkCic6G@Ic6drwxnIF=FN7ZtiCuP)*>`qCPoF%wJsZEe
z7+oKBuMdV72h(d-ag)v|qV{rhyy(wHo%y)O0i0ds$CAeB;e783qxt?mc&`2F-s<p>
z&h3LyZ-3b0E02!OW{cy8N7xfL1RuxUF55$x`TL6*71%tIVZS@-4~Ct_>Cy6Xg~#*|
zbj50Qe2$a<>f&&@f4G18`r-ZE^+mteBtgl@cXl|f7ZP;@raUcgA(|Fv!x4+fvx7sJ
zVv7MGAj);KgKno@%yp}k5sh)h^n`||e4^d115GPsQ?yJ@hn<U4S}gnEEE=V1tJcWG
zQY2d!{Z1<2ZdY-XO?vbURI7WvCj7C(=@?i4601ce>v20!x`aWrS!@>)y-F4vbR7{Z
zjz`-&XmdgJ1J|vUYWRfna6&rOdLajS74Z@abEQ<kpUZm7YS2<7gz6Rbp~M&w6XGr#
zQVH$PA*V;Vy+w3R0B6~4l%l+Nw)W&lKiYiqQ{GinNGrCsCF`4#%?%vCY$s{oqZyE5
zZu#a*(TkTZ6Ztg<;|kC!9Pe6*O#G5vp@`q15mLS_c5qM9>&gF<L?b)NIl^PLDMez?
z`fNponqV1_NmU{geDc#zk<LD{QB|93&nd}b-DA<2x%E>Xt=QW1QoN#)V1jai&6moU
zzL>jU9D#$tI)wwxAXizHstCo#vRw*U6g!*jA1!KXB9$1}sGOm3IAkYKCyzSaWDM<U
zjcP|E-`+$n_F&*QTllkX{P|{!i=sx8p#;i_RlOcsEV`T_i6=*((_2XkMuaV7B<^-n
zc@HB3T_`}b&}}CyiBMKarieYpTuuy8A)r_m;Q3glEm<&94s*)y#j*BpN>s`pbQuUW
zo0#rU9dqF@*0Q|d>K96R(3JQf>vqKqv=A!zVw+My-ZSQO1?~2@*NJ;a;N@B^VY5Ds
zQ4KSg%?QKaAQpp+@FC_H$v^6uR039O*k;85#siMI8JR3zy|x^3*Ak&3;0VSxGw9tw
zHJxPfUCAU$fW0W_ar<z@nUpkc81a-Q5RN>~kHmgU)Xih|F?2a~G*rUIfyWCM+RDX+
zj3?$X@K&(^YN0vqcNge2%Vm%X!Iasx3MZ&5t%RQ>#ZSWG&*g+zLg<xATk>)pt{2sl
zZrG#Zb&co+W7yi0&qNz*0J0<-FQ5GAf1~0M5}k0suv^=mb}}AgVJ8;vN@NPMuowsd
z%853&QHk_I>Q({ymzUAa3jyYyy&tS#7mEO=f@({d$id!_Li1FNSa32DO7O$?_=u}Q
zt;S^^_SuTX42ffyy-6Rb3Zjv`I6ClJ{viB*OQTw5*H7Xho=h=>jrZoA9!*1K2hyWl
z$u1r+7x7P_+>w$3*)B3J4*};E#X>5{HjjqWH>E<9I&q9~0qRxlI*e)#*JK1#5Yq5Z
z+RQYHG7{%G3!`lsAm^*}I(;zcH|y!P2rNc@2K7|Xo1nRs>$zP`biAHRX9KQkJXDGV
zb3q?q)j_So=v7UjeWePq@NzhOdwaiHo-%!nn{B~6!RbGb7SFw+QZ3bnJvI@m<#<2p
zi^Tkq7OTi;62l}`HF63;mm8@w=5{9hzF+_Bn>V+we*0&C`OB}r{fB?}hwuEY`iCd*
zz55A_xsA4)uP`pH&Tr4I&ks-P#gbpBZnP$XWDIlFY;{<}@z`CC=Hu?{{PdNDqmy`>
zzFnt*vC19shJ)<i{gG~a;C4r0-UoetZo5eGoWI--2Yq?$Rs;~Y-EPt9Q>jd~Q6&|f
z&nAb1N|y6Kd1)>{7OUSI@cBtThP`$R9)75+5wAO!@|TM#wv(BdKOJ@z6Cu1ePK!k$
zk*4u{`5lp{pPMFbRZxb7xR2wO5DkmEVgYNj6dQLyPz4IP#2F2at<q{XI9>LS_G+tn
zXLUU54_du`M<JIy`RtREgYNNO{^4x+)$7Z557%$*FQI!K&$?&(gU74m<Hg=`ZwTpP
zf4S(i8|`X_-&`%{lw$n+{oCW^l-=Up<?;Rb5h4|#r;`&3B5&TkdCi2z%*757*AN{<
zwQ}+N5Xb)b;$)xRY?`t!&W}Mv2-V#~ELc<#jjw@F%qENec;26|XFOc?7t{XL=`q~0
zyNkp7tD|nSJfP1Jv{!FH@liY+9d#KFhnT@mPcDW-PMJMWV5C9YmE7@OI~j2Fo8?Kr
z)~)AZcN`xa5?z43&vtU$7dDR+XV3A8RS^z@%x`pUw`<K#qel5=vykdl@-e@+lu2b1
z@q^_7A&7CmT}=9WmBgf37&LQ$LF(mlG!SZ6Dk&Uji#gaXrAWej2qmPLO4IULNXA)S
zu!Z3LKn|Tc9^OLi6S2_aPAA4_P%2rz1gTTW=9vVPB*k{NaHIgd+T9cx6&mUG_U7|v
zs$BsDp_c>2+Ql{u%hW;C4%@cZE4Xo9Zt?}<mxvNl)EEo1lffbvNdT*|vXtV?SF6BF
z64J+nCfV6Ct5p;MLsb>Md<l6KO_k6G|1RF#NGB3996FoZu$!10x7ME4*uoZz6hyLe
zqK}3qN8LxYiV@4MGjlrtm8p?{?%ZZ&$uDl=jC^pSY-$CoQX1-6O&Mfj{OTTht1S@b
z)g%oaIt899hfWuzkdcaNC2LVBi><KJK^tSz??eAVkAhf*m>hDL03`uwCvFKGiB2MF
zi`$t5xUGPNUp9yk1Q>Z5IR7iTJchtbBuu)HMrk}Y2v+E3IO<`-+x2R%9gmaItd=r$
zQ>>HnxPmr|+lU#-jq;r3lV~y*qwyTfRhxwu3=e#s{#KHGfgndSi&F13@i&@5Oc*30
z_*&#NbD?m`A7EdZu$$dfoYOKOg&VI<`8<3dwxwo?B!h*(X$=$7VMob6%L)(QM2j~g
zciib<;h3UbI^YS~C<8LkB%N^Enz=-oVgNgSHY@8|oDbv_IGqJ8=4Lw0CX4c#ZYjlN
z$Ro^f{L@H{axo_Chz|e`vYQD|KcNPyaF~>cLw>ZM87rw6dr2U-7$kV^=wn#L80G<k
zXt8Z=ZZTt10uHa0-<NN`fcIrme3Y@Ceny8Q%>}#%n3j1bZok~rt2J?A-Ti*8*-j)=
z+i>J8HsRZBY!NpUZEXV4lI(0#Z^hVyphTA<GaGuoXlsk|Y9L(Dw{%J|X+*?-u6lm2
z+X)rcYKLJJWs~c75h>Cswo1ifr`@IU8dwJuwq(eeO~yc@s3aor`1nTf7BVW<YUN<a
zS8FtZF&D}$5s&2MhDk@skqM>*HAV)FT6iQn1xs=4@=g;EKmig~r<U133$aiK*eBXz
zn~r{k*WPZ@!NaF<6?}vsA(D5uaPHVLk*L|+pgx`McY|7ziFiB3G}Ce+hG&n_OCL7L
z_PN+r3fZ6s;VU2V<MnEm3gcD_@wOC8XF{P;B97km<>MPb_d|}7h02&p?Lxg<@AMj-
zMwz2!VM3F@-bpHybepaDc(PNeXCp}jIoNA>M}tmp$l*aEX5{<!!-w~eZ~p4f|MFKq
z`_(`G<3E1yZrwjTq3`@p;5Wbd&A2;0Jy>0zo?jfFpC4iVY0>k@$CH676HV8071|tn
zmF^+xR~sQ{rIJalM(%o2pV{uSI6Y>xuMigfR<j@HIvt2{Qe&TpFN0Vdof_CmIqbW!
z0lT0Ddh&$=yf2(vwOV0s+UU0ntx75A$LA%GZ@5fiS8zl5=CJ1lHDhquv|+y^NkfNO
z2Z$O9>!8!X-{rJg2$Z*)B&o5XhRFaj9w2!YQlWn{-aE~zc)(gn`RlbzKA(haf41L0
znlvWu!tu1ZKdv(3py_n`T>v_N@O%H$Y*hK;etCaByFK53`*<;*ph^uV?Odmvc(|Zt
zh)HOGq3dWtX-@~;Y}_v1U98?c+%M^TJU@K%`ufeA+u2?pv;E`a<A?WD1HFC)L~XUY
zy*vXw@%5KqusYlubRRCy@6XR3ug(~)-eRx6xnKZ72%PQp7JJ?Evt#_C^Iq@vX#f6X
z_2%Z{>o4wB2V+FEUaJLX6)^tAiNLaG)~dr!_sjS1`<+fEo$huAoz`$M!&P^3bbPux
zx!^lZM-A#M8^u(!oIaT|f)x%HjDd@wCqywfoHRC)^p+RWDJlXc?GE0#d?r&ZRuIHM
zN{ss5lf@o9wdt^rF^{<m8Y{5~OlGt^*0M3m9-~1BNvaeuw`d6O{bD-JP$=Z{13$!c
zRKb&<%s5!DM2I~>fFvaANCa^Vagmk*42$?fz)`^|phx9X#J&RQXwt0W-Y3QMj(WrP
zaQEegYF7z`p6kB@&zRTG)(_2rE^KH3itP<>5Ehjh@WR%!^{waYG7(9|9g9wn8=M*}
zJjfn9VL{7_&prb;>M-lkqNE}bu6P6@jYP%&+FAo)B-2yLt&mYO#Qnu#Hr6Ud_MX%X
zJ^%DanAYe7ozG^{ZM@3zn8%Y4z+Y;;T!qhH^g?7*TWFleR7NqkTW^Xw9N=6{DtUw>
zh+a?pUnP|SXhpW7M>}Y-0Zb5hr-JOm!b$?$GwyYfi!>_L&|k6H7h_?h1KLyLK40i#
z38uiIbz11|VNgj1DQEOXot9c6*v%yvSKNBDQ%e|=aZU+Q-)+ExrHHckC&FNNpn8?b
z)H!HzwXicH=|E)<$rcKZ(TfOCq=LRIeKvMW2->I1i-O0(t{4tY8g=%JS;!!EGajUT
z0^B}*=vJ@Q;W1dLB@(Eo0=w0W%|7YzxeTaDN<x=DqX|MR&yjj%UPT@%izmc7n@a5^
z^~oSA+VC1wOjhKat#Vn6gq_ipW+Ux%B|P4=-wzG~r&+{mYOp@FXx&C-J__Dn76eG>
zb@N6l#=|vy=ypei0&pW6PhlmB>=q-kCq}B$au!2GN(a4Wg^V6dACMe7h<+Uu4ydp}
zixJD2ka=Y5M_>U68-LtMdBNvFa-=2$u0pu|gg`Oa8|6|qbLyR!0*s!~eI01OZ0FfC
z@!A?FVEOJgK>*0TT;H0VPPtachfXI$G!#}yb^+9Fv!Z<V{Kb>cS*BB4q@|`oXy4Xj
zLgQ~iL&aL}Fq?3;8>#9Jxmf4<aNmLXays&H$_qT?`)b7k77NNgybf0`Q^=-rX#PpB
zF%`t-YA!%qjrvPTsv=@M3!4GVSD{?X4bkfdgJQL5bGSA(HfUWi@u5&D5jJ^Gs^wDD
zD(V`6PVkvziD@w!%*bChv(F7!1;7gsTHwYKJaRs#$zh@_RY{DI)x6DU<s(K#gxf+z
zk&;|*Dj6qK+$u!7#W+MY*!5}HYgU6_uWF`a+z)bLFH<@hidHEHvujYNATFB^$7sHQ
zxVzdv`Sz<{P5ZNYsnICWCJthotT~whI!s8fS1-<PI`v`16N!2u?eY<GMLF(UoDAen
z5Z@Mu(`X^vMMB~058u4Hef7Kl^t=D_fB(~e`lo;T&fltkcmm(YpFpKZzHk5L?D}eT
z1^5eFHByz|X{TZ@pUf4Kd4Q{xbYb3`?REApj?eJa>lC!7ZMjX*iX0xZE98z8QzgI!
z!(Lyj&_VzUutYR!Xa&Nv!MWaP0BhrdLyrBjR4TSQ%}h42*x$qV#gPqaL?WKdXA2ZZ
z;!Wo6o`{EI5&pvp7h5ge&cs8o9_o!sDih<s$=yIy%_SpkSX9&jrlK(O0qH;q!qFWM
z`?x%T1!H%CR+f(Xs9*H@+?Q7;<6i0Jc(@oqyf2^5>#y%uaH;bJNc)<f{Qke2^|EiS
zChtD-!S1gQFIS`so973Ev*mC;Y5~50m_Hjr|LadjowHM+R{MBKjuQ2$b1?0ZPQ1EW
zU7Q_!_5P76A0UDI)BW4ayMx8S;o+PO<(oIJ-o1NQ%;s^+Ki*O~^x^UP=HZ$R=fOSm
znP3k)rTlufHzEhYneLQ9YHz$8cW+j6+JD~O-5$?p_`&9TFzt`V{qBH<>q4bdZ(<><
zmaFHNH;ct#Hj_WtM^QWMw)d*#ve3R%%hL;av>Yua?QXlbAUD|`^cpQLeW+U$Tqi<c
zI&$M)e}6oIqC?d5@$!-iY~pUEBK*`6+0rb1ab9b^n#JqOUIVXw1D16%UdVF~NS0F(
zhAYDFv|-|KO9S=7a}3K}tII~hI68`n^j>=)+IZo1*qO#XHh|eIP`q%HYQ+*L3DzXs
z!rB!G7ezX8vayUtDi8Pou^X`WK<-kAaa$o$t@&MM?n-R>IPJo^cNz^&qY?2+@^Z_e
zF{s6IwM40u$|*DAZ~r%HEB```u-yRRob4l=NRiWS1G%J@QGHEeA6Z51*7N7A4oNt&
zW1<EK+2qAfe#FtfRxSW%K$yRQa#D%6QnB!2j=ngc6px*IHW*EM!lguplp-pVUP=F{
zk;^{d1-j<#a#h$u^QnOX8g}l42(&T<qZ-RT!0VWm;gnJX<1uLQL@Bmj3foDi6V?Q$
z9=FvY-rB_V%_h-7%eLPO=pO%)#|#!MfU&$l{?y~fR~+>S+q7)Zm-achuOZ!p9o7`w
zJq@H#m0hc&XfovW7PEYc6U<uGY!Vw7-l1GJRY=EpFnHKY=}bAx*qcC7=5NUayeMEi
z1*~6Il>)#Q6pMh}N^K$=egYj}*?<@D0HTc6(Fm?BMntRy5lVa_A-~m@X6QC(nf-!R
zhgWYbgk9Ny70SI!tpKCSiWB#jTcgPPEIFTz?!~m<O%)Lf(>#w%tBZI7V9;0;lGdbl
zIq7z>K}O-p<0-TotJ#>(PRpc|H<;HBf5QmYHAGLPN*yp6h012i3PdzwQ}(2#cOd9A
zQnN@dG2vl3>j9ny(9DJ*Z}T}zLzQTg5^z5ZSgR0H(6NS-t4KYVR8qW3sDJWZ*~Zhg
z-4`$TUwWBXLHJ^G4PzS?L>%}pfAY!J=TFE*Dz>-qXql8^01jM-c#7z&Pe1#~&gN#o
z;{$tQ)B%+jZ@qZ&{L@b$Gmyxnivforu713*NVpUew95r7eh9E?=?<QJa!2eOW5Hk{
zCBRvV03)IiBE~4pK(4fM1+nyGB%GkTC+<u5Ea{jx7WTC&ARH|0A~}1~8j3?>G969l
zd!xy?Sg8^wc(L|Ww6je+Jg+|CP)0$fF9bJcD)1Mq(G6+^J~NXZSD2b(k69z(8-k7j
zisCkFu=UbYNzEz*3X16+EQ@Ux)G#b23}yx-T$_#0RXrUXqAEH}P)9(tg(>B<ntO#z
z1vp{U2mb__Ye2sSsvH6Bd@dUfWkSJbvGC#byKg^yJMK+urFyT?W3kvM)yKVYk9zH5
zrCsm5d3Yc9C)43<Jisji<Q+~$gjo-aJC6YUHgZj1Q`)LDe)Y|-Z_n=j>u>-1&;I1k
z{`sH(`TKb5{^2=&=YIl)oZz^=UR_?VuJ6w8KTcl`hNW~UnUCiR@mxJys-y~i*ah9m
z!}$g4AwInLhglU7X>=Iv@lZM$O620HLL%uhVptV2{$!BZ3vxAf=^*OB7ozUOTrTF@
zoz`SJra^l)8$vqm_1j#oSVyLT9N-Xu%}u&I9!PLE3D}}xXCe}0LaSFZC#SP~A%;^d
z8gwvOMMFMdKXH(Q$wZsMD3|1B#dQy7YBJ>Gc9KuV+Co83c{W5EO0Le2j`jy9i!M9I
zlWFB-R=L04C%T-@vJun#<PZLrgGudTzx8klxodJX>mE+px5s-I%l`4a-)~h;4)zY{
zKWtP0K^*PRx}C-p&iv|RHXPnwoxXawdVsrnJcFC|=I-p<_ph;!j=Mefi67p*zP<)I
z-<{7V@4x)|?EJFRYGd#^Tb*5<Ur_t_{`KQ>F~7gNIX+sh4wtuAw<iauqi*kTIweGT
zdNf<GG0dfp_D1tjw^k^0o2|R+voBuV)yl2e<nUm&IGRtf(JkhO#4U+15<dsRM)q_%
zm|PqmbgRV)0$-C2=CDcTq1GC9dYlcJ-_B1Km23i37l7<kB-U;5wbj{R(kK+z6}H<w
z?ArkO`7!w%_>PpR7z|Y*3XzP&BCLobu}m7b9f)c4lW@0DS?;xw?`SfC$SOg7(yGa$
z4Ux(GUV5~jeENAdl_huYvVjYr4AiQWC=-!{*9i=P`?8z!c(qV~Q_59Twgmx|(4v&E
zA^XAIjUAm_8FpI*047Eqy%sFI6{ScehaoB60?Z{dtMrspi`O?*5@7EZ=Asu*o^Cw@
zrK<uoVNj~+xmHPKEIkpj*o@muHj2E}Qk8UbTm3O?sMy@pil|vssKncF@EH!_%926j
z4$EUmL?fM6gNk|Z7e13+CzgjDE{N*_%S)}J*IT_Sr8kE+e9&z3=nPCs00f{#`K>0f
z=ZIQvmQ4zgUMV3I=F%Iqq8&TlW}U`sFyi~-SyN$c2fD9N;;UpANpBZ&5JM3OP=1my
zTB&Gc5F!IeBLFGLsM}r6q_J`V><T%|WXhO2Y#J4DQ9S&Znz(85v&uw6EtWp<=)rui
z)2hWn0rbp%trGKx%GqKmL;NwsS`&T(jxSb(j6+Cs;Ion;N*$fR5b%Z(X$0uOhHlcV
zv)^Re!ILI{ya2PSWdP84A_<Qh=?MxMV;f}|__&fz6Q$ea0`R>ftikpt`x-H65;iqN
zuY5p&+efSxwv8Bp0LS=E=610V_d;!=S5Qw4MkSqKmBy@J%f%^ncU!cOZS*Qalu;b=
z0kbB6f@HNIrzQh1(>yM{-bG_0Ychip=TeL<q*22LlZR*5(VC=7c&Onp3ysnmxm_cp
z&eN?^l6Rn<z@*gDh6&#uJ(u7lOGvE}vYZ&Oze&CeD-7@mPhsoXXKcndKmUB^$>$o;
zCayveaY)&YVrwlLfS;jf>xa{xT_i&nfyb?v&sp(pty9+iDX9y#-hfrL3L=>*mcIdq
z(QP$mqfw=V-cl`&M1FA)pr9cZ5}MTOoL<7gL9>YqzM3!K_dw1q^9iMKDi%z~Vu+kU
ze;|>F+ifQH1#nY2oaVVI`+Y11!0+$PXY`gR<Pf<wbt)w}0{F3#O)4I=n7@n~1q3jJ
zJ3dXESXA;IqZXX3j8W5P)mn5aqgF$DHz>50OPGEgCJt8oL6|BmB5B-KaikGS1b9m@
zdz)z=aCCB!v==^!9fU{>{nKt{)tKeV9P#miZx+}&_FJWD9W^}?DkfsIyAGS}Kl;TV
zpDs^l!zrrQ6j)BHTTEyAtzNrQXP~+{e>HAT)1g$z<%<Wxz>dOBx-hwt*gQ6R%B;xU
zWMnw6O}c|$eE9I{=GA}uzyAAw{_TJM*MI%j@BDrGhbQoT{0X$0y<W3-eSC3ogg$iL
zZ*~d45P(j4Bjp6u^L2V2%ZWm#)SeG!j~C}UnM@~@Yj$Ov<$2pX&316e5nqT(K2QU!
za<~+jAr5gi_lJl<L1?sTD15OYWo1*z;b?Gmdy&n=DQT`$(&<bDcrklNpgyP~MCtK&
z(Lm$ojuUhwVy<u~5G30b4|LkOTrOBI(+XWnr{egvYE`&krD!A!#To?+>Utp+W#}p*
zzW5!rT&$W7=i)vR%Sbf)2b4-zN8QqNP`TLe9PQNy?E)Z%{;-!!gns|`{^v=z`r#44
z@)(xa!`0~u)7PYRG-*?K-6-Yf{l?|d^l-{ut3X)~dKxykqv-_eIvd%?+mrL->CNeK
zK5E=tLaONAoHE5hCFO6Z^g5NRD-xIE6K1Z}1r0&3U%xs!I-Cr8Z*DIrHbM%U?aip(
zJ~<#<xOXroU)ZICoQ~|*kAN!ri+=O<_4(t?X{S+XH>#a#9-RGbvK;m23o6fGpXSSO
z@_UUsx6x!QJsHdj@oXj%UknGQiv_PBxq$uYXxM4e2F}FDZt?PLMQe7Cm2ECvFMzO^
zVr>n00yw^K=yw~<8kF5yW!7)DkSOE4l%{en(XZF&ao(RE)GD=Ry;?5R;*qq)U?sA~
ziiCwE;r)0x8FZsbSo-Zc;l5TeDZp=2Q7b0uB))8iRJ043$7{BQ-0;O+^<t@<P9YEh
zs3%;gQD`@wKV|2k+}>mcLou^xaA#@AC#ob;9MmKP*M9nAhei`Y8<jy$UEADvi4T44
zvrjY<k$meVcT!AQ7{idu%vuA8dv2*Pgz*#`wFbY_OI45%WRoi-JG)^YH*mqku9fXl
z!bl&GWOI9GW0S>=(`u$<0XuZa2Om`1hs@DwOPKVww#oE`?N0g5u8kr*r3%$c!#z_Z
z1An0vZDB?#g@gKCF?RQlBaq%8m-6pXhea<HS+ul8s2zIUM@35q92_ismSnJjjGF<5
zKZ>stbD9@TBLa~OsD6x^Av>u<7ri`5uL~?jDi}<$RJ34^^m3DRoAoF^l~lBpiZLvO
z>{fxJWj2YPeJ**i77zGPXyZXR0R0pS)yG<jayr>6=7BO%fkPpt&?01|zt6xzD&q&=
zX(s3g8H4vmkp(5QAIZT$Ano(9Ph>(PqNv{4X2l6rj7eA!ouuNB%?t_OYt&KIjr;|{
z-fz+qjij#HV^9N$rBlhHQ#oWJk4B#JA+k}xtxVx$Q>p_-bH?ZNYL)p=Kyb)ggzy?&
zLgf_mrVGWDrimK%L1-pc8Xlw6D+_CHlZxa*1g|?Eb*l*?f|V4iLK3kX-9~wah8vX(
zP%SK3!G4A{-R%HB=QS`A(;q6!N1Q3Ym6=Mm&Fi9fA+%D*X}2hMw{f2`oY312qExlL
zrPx^8`utOLu-)}FEL`%Pb?jbDR2!fC7~Ze=#S1%w%leaKjCMt=s9qd{YfqlPc=pr`
zmQ^CrLY6Zc{=*;q{^sVER-@$z0QNz?tDqGk9`Jxei-jXWIt6sp9Eh2m!!9q@aZWwh
z;FCTpu~1?l0k@-=jI)sC`bf(vFJvl_Y}NbGpy2=F`Uv3=k3qZ6CN`8!rNL8#1Hodk
zGMz72i9&)^DpjFCfGS3-22pUGK1b!Qh~TG5BWyx-3OTLa6448-Qba)#(Ma@IwN&D=
zS(&U@8hdRzs~$)`^;lY(?pdnaEy7-shmDP&uLVIyIYOtHsH4z1Y`GwP4K}E%rFe|O
z1@JWR<qDDD48v-NnW|RJ<<p^X0e50JycjLM{rZni<|pG$zg@+%+UC92C{@~2m)AO@
z_K<dwLIUEhpPoCE$y5lZiIdMYpBl7oyV1zdi@1#ge=(kY{r3IE$;EH~{I~!8zx~a>
z{L8<5A8*}1Jg4vcPvGk8tW#;;oUnGhxjDTVcLzxhTyEOd2$*N!eRa4Ar^}sMf3H7%
zJiip!l}fE_TMPilZNR?k4EsW1k3SiRmXc`}6X3FiPq9vi$rt_)eq*Y8odzp}e0sxX
z^XYgpM2Q;oxP9kJr8H(rz|L4o>_!83`G}XJl{yyo7c=2((o@JIu*8T6f?v&~g229r
z?q$-cY&MDXRm>3pOqU82VmN@?_o`Wh`dm6%!D8Yx(P%^cP`g_6dA-Z!tXWRAtI5-Y
zUb__EAJ=-VB6?J}-yw_n?|<*#RkD%GqtVrB0ZQWT{FL$O_H6%XKE|^JL4L1Yn)ho=
zO79--E=~?$J?zg1&0-Q$`WwD<QahY=QNZ540~UCCdkL=jghgUH@&B>+UQLdq>6PZM
z*^3<-$tJ72OQwtr4Xw4-aA@TK99nB2A`l2IQfKMzrWji}L++5AVK>PhBiF{pj2zp!
z*xjq`8<Mx&$CJOJ%E~OQtST!r0zd%n?|0sFo|A%Z|Fdtt{^LLR!*9R(W;_^d)~7G-
zZa-(dJ3nFiy4f7xU7WnSx$a7JnMyJ0F;%^~X9jNY7}lh&yY;WXdc9eVSHtETzUCEH
zuIYL)8#L?PMprD=P8Q4O09ubv8G!Lq0UtvITP-)GRBkz(F2-}Yf+<z#)LZl6fL_S;
zYP?xZ=<TH^uGefHO{bM?wkK7m{cb)<X=8&(V<aLNHQG!(0pAs1xR}J@fk|86uUE0f
z4x7}SY*=6BlBs~(H|+Gv1=eVJP&@z@7<Hq85Zl9~kX+2BJmqey0Zxg|$7&@jRr3(Q
zk~FBeJ+ciu5yvAWkWq?KD~#odeFt$pH&Yhw8XF+5?JX8tOd!PTbo={GD>nxV8F>nW
zcwd1<3OQLR8d&9oe6GWt$8eu4s(m&}2Twjz$>ooBlr+`uj#<I&*u%ghAkKs$CJkFB
z!jHI)&GB%I7$%+Ud^KEHaPsk_?QieejO@_8<vf#-yVvajQG<)NIzD0;p%I?C9H^KP
zAFaneR+dO99=ZorDz`y{%Lsse0KS+43%#b2N)QHgL)53R&uApxNXU-cM<x=1uTJ%i
z*9;uP<<Mv?N;nl-KnGMVmIx-AtseTdJzi>tfEANc1kV+;TN6Gvd%9{SS0|$%2$4Xc
z(ljPFck_!ciyUW3`aHzSz+4<YdlCmjz`C%Qr!pOYFulxtO@eRO@XBeSM2WbAqH4PS
z<W=3MDZ;s8lnM|^1<N2L*d(F?MLo8J4{a@pMM`!_x$K#+CmqJZ7XouCxIJEjfek5a
zSSgE|8FU*gejdETR!Jg&TbYY^ue`5(4S;y1K3n!&d59iRGVY@7s7gJd*+g=)f-Gpa
zMfom%a93`iZQOzj=?p~QE>@so0b@_ViS12bI6+$M;PP}^@tfkD$4hTeDCu<0hCPhb
zVY@D9(b5wt1ZYaq0){mn>@w>{okqV!6SDJ9yn-r%3}8%T2b5MDq^3L;1#rq*JnRp$
zTgSzq+}R}_qJH*RyR&up_>pFJN4Nh>@$|v&gHQOEXP<mzJlsbqWm`>y61DT$EHg+_
zts<PHc>L&rm579#5m7;hWgV$eDRmkxz1(^&4nMOVdgAsD=mzAkR!u~vlXHTR03<hg
zvh^_VxM&4}qJr7Alqu%vQ*s!^LSnj@bmil~ET1W3+sLOtAtFi>LS#D-%ck?#2B>%J
z_4-U@{oyE;P7}k_X+V1^z@^HlRgKa~GFN%1R~|5i0m0KD0Mfvv+S92IZ5D)QKz1fN
z>FIxj9L(#(Ut|%lRkEU0hP+Oqmngx!dC3bHDRID8;P+G2jTHg94KsW-5y?|b;4rLb
zlWIngGVwyxN59B=G9NZOO|b$9rJT+Y(y3(gm+R~Q`H%ir{4Jwaf7}Ie&p@3<^%}Ou
zwIUJE%49IfQ*_{>yMj<yj2sH@WS_(3b-2likgo|iJme#&x47Kgu%o=(T>t7Xe);$R
z^&kG}pZ@7Pf1m#0349-4fo7$+7!2uoyjovfpI)6z=Y$jEJ|7(=qKy2K+LczlAVEzZ
zcPC%Hc*Pw}d#F<F?wbyk9B*kcX6uv*N8{d5R)E))fG6WHTHRK(25zP%{GW&eUW?OZ
zu`y+}+wIwWQm>24d1nL`p;o5JqFO>FkHv#NRIiZN!PyE8Cy%AJnkg2NP1N>E5z$O!
z-=B&$s?1!dU-5RM(x~LbY%~-1VSAu|mOxNBFNnotJ{!rUBLjx5WVkIA=!~4sCbU3y
zr8LBe+x6u71e1E1dTC<Jxc7hifBYY+`N-S5<;&{@1K2Iy*_TIGCu3TNXz*E%+MnOA
zN1e+0X#VEqE6TD@kB^_<UJl#k#ZbCCn{5{D^OO0@`@7X*HJ(gQPZs=P7_HB#%(#8^
z<-4!&!CzfmzXUo)v-RaA0mhrF^V>TrwXa^?U2hi4X}3q(5n=<+?&x@hbBpez)oeH)
zf!tq1?xODK-Tmzw_QPPoHf#PDV-0?LK=eeEVC1q^9CsSWv-!9`EM#Gnjre9b@u-80
zqY~t*Cr4{~;@-ZxYC-DA%5I+`r}UurXwdCTB@kgTT44MhiPn!&F&U=w*I!I$x(#-1
zUXZ7K9$7XC+s$uxb5x&<C(y$%W^~G>D$c!BnQu`LQjAF`ndJVWK3}I^6Cz=nwU>(p
zgzZS!*J_lxwP6<l>(<9}9}jyiMy%<q(wK$9E?--0xh-zL-P$aqgEnK5Rio3wTP`L~
z__R81GuUI80SZ9`(yFKJQRUDb#Qko0c(B1)-FI6Z`~j<G-*B)6Vu}4Yst(&C!{GsM
zT5b(&d@wFj=bedh-?md6@3z|jD_QWssKASPA&Ig3!!3q*8vz4Ol#BbPPLFwJeY&2{
zW)Ph4WfjP8`ut3$3{=QOK*P9Qrb1r&>{z?=90}8f9lZaY4uhO(q!cOP2>?+i0vB|8
z0LufB08<w8GG&3mCu*laV)9$$4r|hm?C)re#BxvZBC`<X+Kpn4e?pKb#sT2xp+FR3
zaTYfj5{oWUpHLKH%pqY`t7c0A$GgMk1Ha&;mLf*MF+NGQ;{?rcB}Ib1RyAAZZkSBQ
zJgi3zbTC0n#$FY$!SGk25n(*5qyg}S%IPfMk%7}^Hd2!vFq^CCL`%&0oYsE3A>}f0
zmnX|Z(CevxWzP#fLU0pcG_sb(R3G)&6Cn?Crr>h`VaE284S)hO0&z7RZbP3a$AZWs
zL4yhdUnv>EMOMpash+8(lZ7}2Fb6Un(?vO7Dy1@nWFZV-Ji|K#+5*`v42J}AoYOUJ
zwONdcsaPo$W#+`ijTeq3CNpiCx<q=fl=~D!;>O3i>N2Q2Molv4!k`3$9o#)E9eQe9
zW~&eiW3~e6hP#Z5p>q3x`Cqy9DC{tz;~}QmRR`Oj{8Yd96el7Fgq=s9ZGZM5DOb>8
z<VpquMCiH#+=N2?_~8Ra7rN$gvoqT~`uHc0KLcZ8bm3cMJNaw}hb_Bxka56Zg|IJ1
ziWB+=<sT?zT3y`j&qmn`1dHI~Llk0D>tjbNLwipqNq%6}0JxAL55mS3kVVKBzzoLK
zw3rv0tyTx_Ub~UcrsxYvXY;`4REh)T{tnhMoRsihd1nIF&?)!vaZw2FwHg8pf;PDb
z$!Ih^eX{lB$&>v(Vv>5=$7lwZ%hgr;bQ%SyYzWbBg$2(gWAV9Y+w`=B3$Ylkuv$LR
zVF*MBjfK)ad(^HwUyKG^S%i2co!rb8N25ts!bVzYl`AZ`DXlA}^IyOF`L|#EykGAR
z8pvWe?HdiT(yY|lQjdNO>eXbdcRUR;1nUBxOoAb}9|;<RhUHW5G}`<&7nc!gBTknm
zukPPoZSMZ|um8{g`d|LxH^2GK_wm;K!*lx1zXDK6SHu4O<^ApX9Rt|WcnNhJpFIBI
zY9`wh=}0V=v!!u+Fl=<+T;F?bPOrne|M-zzMvEJ`7sG<)dK++fvjQc!Ij`M=h+$S~
zF%ocUqcsoruhS@dA^cu<Rgzk)tg89xpfR1`WoTvLw#0&n426_{<_|R!(jY0k3hPN)
zS#w-I{mE3kUaxTZ>9r+^?E{<{RIhSw*q4$K7fi5bEz712WlR!NodzCoUxp3~KCxoD
zSEoKwI6hepd$mbNg!HwZv@e#ONw@goezRCiN8{n||ITk068?Yt?ft9UqxGUosr8%N
zlNT4O&3r(x@#Wp^6%*C8e|>RsvDy6Wn_sMtHu4yS1_TOhR6jo%-CwRTSzT?;Zf{?#
zXcs!3f$IA9>u>OJovqKARZdpZ<HeXVA*8U|%j@&=t8ahyv$t<voXp0@)7dv)e%Wic
z=i_0wErA1*Dn(+A6keYn(_b{8+!BvJEseLE(_T$njk)?Z_`^rD38zk}T&b6-9ZBHP
z%_mbh=jjL-jYc=u=Rh;cxMAE57Dp$m4ciKI!o_TIx;*MhWd<tl6NN-_+LSIA6PlWb
z81wPL7qhg^l~eIlAe@W{g%nj$L89^1Vv@WSwTa<CP%7qWp~}TG+^j3PwA`{10tq6J
z1P^)q9;;P`dI1b~W3X~?!rt3@#^wF-XCH@yfkCg!)gHkC-W0M7r&qRJn1X67nAzE-
zY5lcggpTtSOeT~u*@xq1O7TF`BIA!29UudD2}1gyx(pb@^g05M0jFC=NE&Q7k)UEm
zU1s$*TSzrqNMxBP!wzf5fLzRtAq`rTMWf=c!$@Lw<IcjraCdWJ%x4f{Nwd36GZANb
zGHcw-p=+|^hBrbmjWnFcY9>4w@w&|_g&gU1pbc7W^2}xcphQ`!-{FRr<%a*so>4B&
zwg7dHJLRfGE38qgg#!))4=l})lhW`5&g^)uKuKtyJz-;*p`OxiLPub6iEECiqrl$B
z>A>g(Xd(+z%tKof;*u5Ldx-6x5%_8dM-6d5)E*4;Rv5PMFs(E+F^BHpM#c<D>j7z2
zGLLwuq<jogE}r~k6cH<g%EZJ)`(!SfsHRd3#)L6FMsqD+a_RtLSTKD#c@YABREvJC
z(dQ79g1HnCsR0Xz8W{J3j6jrD8~Gx5-YBWW6$ZFo@VlZu2X{^Kn@qw?l}WeTgV1C)
zkvpJc$fH*<2ZLty>Q#VGnE_DSh$6z8NckMukSm2}9z&JS%MF*O&+L~C0WqV7J1+BM
zvEMtbxlq_=!q#O-Mf{^y9p5PZr*4}eDfgzsS#`5irEZC#2lo_SIJ06O?n%gD;uoO(
zdbJrNEksC`%bLl;u*!hPf{&TptkmfD_AH7WhxU-#0ss^aim-Q|VvABdeYpMLv;8Lz
zpMCm~dS@3*7WO)Td&kQqO50}`!?w5dYGomt@MCSK&wY2B*rQ^57Z)P(GQuouQdnEO
z!`Y$B*EcHaJAE&!VYdfPFHH*g>S5?*k}<1Z1EwBubs4NG+8W^k1HGjVgf_+yA(0Z2
ztdYZoL_D7o(x{ZQMsgT(S|*bbb6Bxbrml@qO0A&98>k)NUxh`hV8dw9t1--53`oj+
zG*o6%y9e8FWGO^a0CqF*ec5}4c?|5=*{||JN=4}eFa%KNLVh4;WUQ=)1GX2rT*l|3
zWPw(!WH#U`M*L+VP)>!9Ml3qAU?rxV?)hpx?+$y_S~Z(%l&If~loIKBsrtp+pWk1<
z?$>*rYJ1!s5x4I(+H4^SJhm!rs9z1SmI1us3n#(SdO<tNJ9MUHZb{5we3osXVCeOZ
zMDNZnzkdDs{nhLL_V@qyumAeL{4jle=f{-q=@URC8MV4MXLsN{aXj9hUeS}q-6|Cf
zl+)=-h7U+p%89d1pO4J#<{Hs}hFLw-ZmpK{zDaA~n9n+r)~!U43=Sp9afg`#4sAT(
z3b@RK#oz-tOlA`OoIY!fnkZt^g4W)>IKRYjo=!($bs?SL&Hyz--57|TYCco1RN|2c
zto1}JQphJe?P`C}W(<Rk4^IpuJx8Om2#qk9j`}P4WK*itD@Cc4qBO0L3QNUwODZva
z4O)dlHhw}6>(TIR32~xucRIZ~>ThO^s|{fIRyLjf-QW5*A(!zFzJC7V=JfuOs-Vux
zn_~ix>=SXqKfk%ZIlsI)JG!QW`}CN`#mm#P``c^uD|UiFP>B)n$JX=F_1Wg`8b{U5
zYx=e?j&ILTC_}sh{Xi@C$>ic}b^rW+)axJ3XD?s9JU?BW%kHxA3&uD)vqzIJ-@G~B
ztY6&S0h1r}dM{qQ>@-{Jle0Ul_?ruwxZyvrSdkBm@oY6;g772ea$xOoh|#S*9!^^I
zI!>@kse&2*Ip3=dL^{?Kvo~ibb-hY1Nr%v|*RGLd2!{aVPDjKlSN&?0N}*&h+HW?O
zqn_OA3&R2|Pb$fBhp0O;o7HH7^1%-e?BTH6!Af6B#%r8jr6zn4sgxD78Gf*u0~K?4
z)E@$L&u`idT1n(4Xxn=5srqo=X0=ae^IpHD*Bml?FsDJ#%*9gNuT|Syg{Yq*k}7Lt
zDybBQZY>qhD&SxNJ2=)u5UlA)6a_%BvyBltNV>{op<I~B4VV?#bE}r^hhDFu)|w@z
zZvV+s4XTCCY*8~5$$yecJ1T_OTJpZ-Uaa2TqItz>wlnhkJwDt(xON@v`y6zuSPph}
zs)Y=IBePx;#XN5@h+^sd;+()H0V`Avx7kS7Fcp(1bv7M!$#wwyEV&pS;GrZrX`uZY
zO?HirRigpAIIB{nLZmi^otISy-jkc9O{;h6O%bLwo1FoP{3hmb_HnH6Kzg#r<ag3B
z){vOqy%DFYND-mcR2E|8cpPQ|7%nE&n8!{WG8Yc8k)(|Xv_9~87_j6PQT#MJ+nW9T
zBu*`_yCKz<lPM64PAS)`mgd7Qp^2a?n2G0sxEEs)6enn15LWSe6{5KJWc(L73-knX
zh=9u|Z$%O>MicdHs>-K55-tkqYBtOAw3d#6Kb6<1G!vQ(SOAf&EXo5iq+&9LMn~;M
zjUXQ_+ZIF6sCVo1Y35t}1~Gq%$i?2CpYh2II=}=4kSGT{d;*xPEOE6#W(YVL8gnw>
zf<&_)>X(*K4`3?<F2=k}0G?RdYcd8MwsEt8{~sU%wc5#uJK$u7!GO=}j1`|_Amxub
z<NgktM}7yWFTLdPZ~~bWCCzXETtchgeTG#GKNz0F7$e)^u0y?VKHS-R_z=CzsRO>c
zjl=Mh4}SE?@BfH-3=bF!N)W7kwjjkJK2yY?+&hrp_WRqk9O6e}q*w0k{`B{LPqDLi
z@MMek49)VS16cU-(@`rA(kY?M<uRXwM8Wxmx2wET_u2t-0gwoLeH;h8PA`XFpWR7l
zS0>bj!<1XGJul?SX0r`sOEH~d8(6IttCa$ndLbIBh$XU4EdnD6LCea0Z`X_htR@b?
zds}6<Xz4wrB*<#gI4x=-C^r5#SYW%&?{UFqA^#X;)Ja6+>|#-6F;i*}h$HjZ{16-s
z8rruF^hN6S9aarmDMpT3UKmy=i4RCbVuQ}*cmN{@C`~P&J4Qk7j)wJ)l*xz*LCP~p
zV!2OqO?!Fw@@jJpVRF<Ok0}<eH2bYS$S*1#IRMs*wM;CH(>@)J(*I5uC)-A!jSr4f
z#+PYWl5&^P6Dg&U{LPCmUR=F+`}~Xl_y76-{==XC>Nmgn$M5Og`-i9X-F^i=|NQG(
zxdSiZc5{1ua&bC6DkW&M4dJ_x^2J)d&=xE0a{X+HVl<$79)p%n$<l`=<3o>)Xfugp
z<O>>OLoqL!m6S>3pmzgJqM5>GR6?*sK;W#GipjONy}@8K?1loaRzsSN`;wSzwfH8<
zR<jZhM;WxbO*F4q1?)sTPHzP$<z`jp*Kl@{Na%46425bUW!!1`Khv=iEqJsLLfFQm
zl1w0u^;_jk*i|ni$zS7#Xv+77@O(C4y?1jqdwsjwEZfUr`F71-k9x5Lr}iKJ?(bA{
zv3C@VU7b?k`0n}D>$}aHyXDEEyV)F_o*tbZExvj8qTeXqY%t*0U_o?S<>xmSZ|<+*
zz+azToUhMbK~JSQaXN=qdVO|$empx{jGtc~jk|U9wPvmH=H0vLblK~S+V#e4L}^hI
zQyIJ7pS``j-Awx}>E-?XYH=jbcgy2O4KjVI*XmYE(g1*CZ$M0vN~2-7n-fymXu6cj
zilA}|MF_5&lQ}?I3LjZW;w3AjV!c+29pz-ulkyb&rAwLgYCeU6$Zo5i2O{KX*TnH)
z1dy|sNc5^wHCMtOwmI2wX7zglEOxQgEhhaqKsUMB%`8v=muD`k%_mC+6)>u_6K0bD
zS-A}Qs9YbkTkPrLkyt*Hby%zoNx~$|j3k6&>@+!I@9#W2S#SEizQbzZN5}jlrU}R=
z+!m@3AOjpQw@?m*iO-?e>UV&O@1b`g-B1r*r6$nlBg?7W+rvY{_~eF=uQ9-@mo4;K
zJ->rTdgsX&CwTRq5<}X~qi1fTjT&n}tY&$usCHW{7@!Zgx3J%by||$ui0ZLy*-fD8
zDJU}QV3Y4FcrZvMtc2Q9iS7p8hjdPYP+?<!d3hd?6OJa}R7no`YIUdHraLm?3BXIi
zxosn`rcvVmNg=2aE>q$+gFMd!NLJ1O2?4Tb%xRX}g=A=|Ib?Idc<27kWI{uIJ`rax
z$(N0Lu{@dRi3md93PrG`fqh^`#XwGFAo<>~1u>1PoiGbWK<CV0n5GzA=+wrSh5McP
zB<8Y#SupJH)6K+q#tfNatjcHEronSS&SH@VH;fSxOescp;)*P&a?vC$oIT#J7%077
z9B7Q$82&q@d?gW)QVCS1NxgD9=?v<HOwdbD4mU(-5=?7px{9J9Ftb?P(Y5G~WCqKH
zJ(Xk}Mi~=P(qpM5LoIAuE`BuDh?^E~JpBG-&?6^jgCUe|&V62+Lv~`rh;YhTONI^7
zJyaXA9|R(YriU{>8;zpYQU*kCChO_<C6%&M9V%Lhy`fr>kA>-MfJ}wSyarefh=f0w
z4HHRl(gw~lm;XV*6Gfj^g(_sTloG_O?Z7~YYMS@A=;LALKiqn3RVxV;>^}SqHi%;D
z(ZQ2XnZ5TOKY9AeCm(<CqrJxuo_zRY5+d7=9_qEKUI%<jmgB<1k3Zgd_!tEhQ#yde
zTBSjjlx^cjAN&Lc9g3MnLy$zth;Gp-;vpZlE?ircd`7R>r_IL#Z$B2TRdRk#4thol
zBSUyGD{o*)xWKiYj#qK=7Ty46j|iaAkbvTau#CrEt20qQl}Zb7#$5?~axM_`Hd?h%
zj5a2p*X@KN%XS|985J2qgh>m&p04oisMnligKIUgvtVcKcY<%-H>j1gmcZ~~1~W6^
zn3WDQKs+_Jdzy)?Mjc0NAY~4-itGx9>sT}l+oYLG5sIPGQE-`iwd%OvEhD}52bag2
zqtQan(dPlta1qP!-h&s1{r>sY-EuSsZjaK{uC_7T_gce#W8A6rq++>QrstEzb&yqf
z)a}QmkO;(_2F^Y%qL)lx0B_x($)KE-t8ZR?dwur&`OWM9>mUC6zyII<>>vN}hw1CP
zJ*9kKAAP;vYc@t#o0}Kc&o7QIE|1TPLW%@E?`r0qX0hC_)^9dfU%vig*chH4-*AWJ
z2&dZTHn-265sDYm7QT8!a*lGj1W>LV#B#PXTyt<T_*{16HBd`Ye}Ks=pC|X0fQJuZ
zwBM?bRpd8XZJK-Ic$h`1o%8W(G0s+z17kWKOh$ZEZ$lgG5WOo1HHl~=o>(_j3eI;4
zAq1NuPknO4*Qw^~Y)Lb?K0;C^)E0BYrc^6rTTlq2-Z26DT5dk;uUCU=AvzyO<F<Ib
z9JQLYT2=b!gAdpZJil0c@%jcw{A$#Fdk+i0{rqZmes)AEb3@?qXmYcm2y*!P?(Eeq
zOw=(;I`)yXVV{U1YsWXwZ`aGk(en8E;({l#UM+7fHgGBsl<0>%Il27VFaG%K4En_C
z5C8a&sowtT^S5W4b-z<PUUW9A!L6J`=yI(*o-G!W$^8uoilq$os!Fiyr^E56J3L;T
zjD}-O;AmVhaQdBLzdJnJTr6jD0J5A(UaY3;Sr0TtF%==C&x>4^PnQDGgJLEDM`Bd3
zU9hukR(XURWGQV#7C@)+*j?kncs8D7lX--o0{eh~r&%u4%k(^!F{0;W5NnYo7(b%P
zfEMyWrNHaYPpSx7q?87~6HLY8j9!&;$!@kaC5kVb(|(U1t89X@GL<M|cswW=!YWP@
zEh_kIoZ|h2G^HYC!TydU+4bZH^>!WPh(ol~T0UNZh2)dVs$j>lS-}6yv`|UqtSX~T
zYlTtdclfs-JyY%+?mvAB2MLHPdaOpFeD>Kxyjuh$QDf*0)b8)GA_O!B-`k+kyR9BE
zTL#0WJ5bPe#8(bF?2K?hCs{ur_J`n%XwgE-lQjpQTP@cpM_Jq=>dF;DY-IMIX?LDE
zO<+su-!ajIC_AR)-fbgH3<NQ#!B&-$8@&*4Gj5^(U{+_l$5xBAEagEFyUVK55+CFL
zQaqH6MA@I3R9c#hSRLYs<7F4qa_wQn>q*CiVj_u+Dr7Z<Ayjz0dGf7MiXDSszUX%;
z<8US%Xf~z&UTV%Az|1w8pw(hl9O`zq!!Bp9-5hk=rF4QFC6P&hY1p3el_{P*p>H)8
z^yWkU230Vg2%w3Q>>U^QTZKrdB7}2cnjCeEL*T`b^|0Tw_{&EFH93@##DpL#;X1OD
z$Po^b3oIx}Rq)(t6k-l!@+`(;1Q<#ok0b<X7b;WE9*?qbW$40rh3v*x2A7fWyGdk3
zJTmPs>2(0Lpl)eaZ>57_+8(7M6<dTuX)kghvLo)HfI-z@`r?2GIhOYcdSES^qI5yl
z&|(6PZU(|)TIMBKwB%%2{%TVJ7sDitkb;l#&*4z3pnie%aMIPTQ3lP1Frg3S0Y8OD
zAN>^AyY}FK$SubK_0Ch>A@!gK4?q0mgWvis?atG~_xAfoAO1wWx4ZN7iB!&YvDTF`
z4?g)su?>U-dzFfGVI&Y{oGgizXIt`8PkjIl7-qHJpwaq$o~Mr=>6C|YKPz~n-JnAd
zQ|;`)7Dk2&cq}0|7}UdZ7W#)1hi4*|!5P}?^vl^Ikzsal9AtpkGMh253CVmgn(6i@
zli7@*NjinJpU&jcm8z)IYup|LBQIYZQ5rdyp-X+R&C-)oiN``1M8^OI^n?H-J8LUV
z@mhu3ZseRH*EQPc+O~UPP*{{!-5!G(ns$(!smCY;F>UH10q6DIwaZ}#$%|(XS}(jW
ze%9GYq*f{pn$1&^-OHmn7ybei8kBRfSt^2?i20yu)Sh3znhzGUK9M5M(5-%}+o`pQ
zWp^8}7NvTrk{39#IdPWq-UvCE!=Yc09kn`4m>bOGn)xU7P5nmu-OIP9M;GtjeEr}5
z{=fa%zyGs;{^x)GzTUoncwXP>R{$orRPEee-oAVJ?(FFD?)*8|UXE0}$ukk5MW=kd
z_ww@YVz~zSwO(GO;t5hP3TQ}L6?X^jK6WEzF|z&;<a`=S6;nA-*j!B5q)=;u{#8mR
z*#bbz!P1aQ;8O{~|2$qT*i0pbK&Ml8IW6_7*l*N|DQ>y89;fb9BnVH?tjeW=WVEXE
zjMR$2>}fd!D?#?DR?4=U70SPbSg-<tJr~EgRWE^?;C2vdKw(Xzy^#nAu%)90t=r7g
zGq#+u(W{aofQ_&mcTSH90`?#Y{N(q3#D44D^Y#7J5%`Fk4XD-L>8el0@c!zY!ko#t
zOPA2JUt5jqXD5@%pm{v$o=oX#Y;rssw92RR&gFXk)w|cE2*3XP-Eumi>u0%`zHbh?
zUd~V2jUG)v@G9%n6|H99e)GlA@$!;d$J6zo*SWvDrod=@G^OmPCyBrzz+5!TBK$7w
z{b2UzqnRXD`<>p|dOhg(WO5gRd`_B==HssXl_BTgk>1QE9SJ)eo23k33SKBiBe|ql
zh=Yep$5I12)AA*7IuW0r?LnhlnN9ku<xxIej`}fF#Kf%Fmg-3%(rZXKcIKl_jZWWG
znl>L!m!wS_^?J8i$MrO5G%{(>AKhWMLCOz>DC+gW%&(Ly=skF(`!#V`D<Vw*_vUYV
zogT#j9;#qE=m9F8#<UX?(0S5{B-vQXjEK8Y44MwX$rpfe(P#tR$>-oCt{T?MapLW`
zdV=1)Cy(t~qs!n3I)l)Ccb{xyxYZwMxR)W?pvs2n91H|lC!x){&HA_(5~GQKhed$d
z?7dp+#P<%eKra2WIPj|Zofuw}n9uQ6@kC(4v)YP=B4&+&aY(OJ+F+NZ1RCExHc07S
zg1yWD-1<o}I`wAFuA&f&vBR>ez|<SjsbEq8?85QLFqR5>5MF#JduG;H2v&Z-!;Vqk
zV>H3V!e3O$WwYU^@sOrSt5vOydthyaFz`bzpvYSYcuQ0?$^2MS#-JNaNKz81V3*Ub
zqw~m?4hH0o9>gx}PXQkUt+?HorV^1=KA3&GRrTx%b7{BU#5I{i;L&RfLbOHyCTly7
zOLw@>5RwZ9X!*$mgGq0IIj{|kA|C3IlVo88R4U{zMDXWeiFfd5akZ6`$#w}heux<f
z7zMa01g&aLOa>z%x4Vr9o)w4yOj=R_tcYIg)T$|D3{!7p))&G-1T?mmV9G*P1CWt`
z#T0egpi(5f7NpK%8n74rN;U>d-Xuwnze?7RE~I#v{-bg_i7kyw3|-{Bo-%yQMblFt
zi5tjj3|Mrf_Z<OwAu1C%EjBVEm>UT<q$0d%Hm7!vZc+Zs`_axua|U<{tapIAGC1Fy
zR`6e#^P$2Ts0yMii9F=a_TIxsri0zX#}BqYdq5}qXCHiER;UgiK2SY<1cO4cy-kzC
z)`N#^`Vwr;?N;3NRFTpSsoC8|_*E+v27|-zi{f)97aobx8w4){qA(Fvo72UQ%1_4!
z7Jb4az=!oJ1y+1aPSui-j<{&4PRD53w4h$1lD>L=$EA~ND*JR$hfb3=9>jf-EoL)N
zI;6(vXnon~b|{_nQ$`>N%?{)Si4GID*OyGCw1@lp!yWqMkgbrnT(awob;cngm>bWo
zUiswFCl0fkSJUmV$U>x9E`Xr10t6X_OA)UXkcY=*2G9bQKkPOUuk~6E3+WI$0II}b
z%rpyGxlGDs8`rCh;?xHpjTiIYa82SJ3vUtuHi+wx8w6%N><z%W-#vdjZcpdk$)Y>N
z^i|Flnq^5U)|!<@N2-Cn3A(rf*klfg3*It*V>=JuZbYN=z&L`*>~|2Q5eD_nYg&sp
zm;dg6`IEo-%fJ3V{`Wuqmw)+}@AN(ThX?<CeFeJBE{@a7%@vLC7pM2@<t5it8pPyv
zQZ&&Po8TrU&EB+$53;{roU^GjXbo1PTf4g!odI(Keq-npoO$1?!Eqo?plPrT;G#iE
zh`3=1T1Y0Ewfm(aRx-3MKogbK(X?LW{OYWs%FrF>_q1!(1~m1Em;Q{9&rMto4_G!8
z62hLO5W~Dx%wedI;XPThUD+7h1d4<RPFBi=5$bjUCbXA}Js=2Xvvg8G7At2WZ7Gu#
zJmY@#WG0=?Ys^$<$78JW0P2Swsof~|I_;l+@FSvUH|yce`Si_;<F_x4*eG6~FY!~+
z&OIMAfo`1>q*+aH-;?7$IXW5lnlG*iL3U1$dZ+XDuwJ+TgGE2%cr<La=p<^@*a;R`
zgOVz3H`_E{fVg2VLGd(yZ8+?oT%d%VU!1OiaZN^}+xvTr{m{t}uCT|$9jz5|!<K{=
z&n->@d&4(wVC$NI#~i>REQ$@OH6LL6AAr^`B};_ZYK8o`M>Z~rVg|6HoJpmlv0?@V
z03f-a@(w1eRE%bTG(s6BoJ>3_2+>kelq$_sB*hCOyS73?CY7xgvP@sgVHbK=xtK?$
zH0zYyjWN=PgFb+_)f`0wX_9|&>J6OMsMjlIa`^MxjXoo7k(F^F-7F-L;1Cs%k}z>+
zGnrnu*_28I+d;LHPz%@{+^mUsu&w4dvvENNrMfYjg&-aze0J2T-Nz5utYsrUAeq1%
z8T<FPc1&u6Nn^5GKrA|p`v(sGQ)z^Ws@#4|=^V>7mWeo>%$S)Ski;}3qvAgLMjiYa
zq*|=_(BP46i^+n+U}i%K`VxK216Y#!X|J0uNWei*CGpbpi{&GCCHBQ~L$O|Kff|9|
zMi$nv*{kvJ@MoyTX0gk+i(rqZG?~qs-Qk6(X$N<2Fe&yxW6>5+h@m6U{tO1e$nZl(
zGLM)Gdt9&Q4^S*fM)-XTHk<(}EC~@90lL!rj7o`bxttV;@}`1r#xquynNXCL78zAa
z)<JPd@{RE(=LavZgR#IN1`0ju4YDNj3`^LQp9Q4}84#~N%UnENOu|{pj69595iy=9
zMk6U$po;x+GD2HlN#FtVJ6>coeE5xGrd1X*aRF7C2f%bx2#5H6!aHoHZ1N)q%xl5W
zo+Z2IV_zH$0Fd#!@TAe5R7*vP!b!=bkBb9zS?Cr{svGSnZ1sEwXAg}+?4&>rLWoU8
zK-DWti4@ZytWJuaDR;(V4krzA8nz-xU0gv5u`t7`n2I+zg|VOWSl*AFW+)snFJrb1
zkv0_t0~*W;NoG-}=CBy@28?RA_8{h9ly!jSAQqDJ+3bpaw@wW}Rr%}*+(Iwd1?8bl
zeL&3Hs@&D>Jl%ivnd0f=ryu@U`RJirV{oXA&p!U>)8G4D9`Mr#5B9dULfB=c+LI@b
zh(#*4naZB>71aBCFz!rRbI?PO*RZ{{McoAHZ??Oj=B*e4p^Dk<#bSYNAi#NMNSY(4
zh;mqssTiwg0);AKszJYx)hK(otPmOZdQfvAi6LQ8p32Ue^azu@&+bYH>B)FXFBl)r
zSU3Q|u2K=F^LepYME7OxGwImE>l_q}(w*&Lb!&uZ;WA?YQ)|@+M!mv8y3?-3_fOi<
zMl@Bc#$pNvKS&3i*~Dcz<U<)YW)r@c-^}^Q?_l-6Gk{jl1tA=wTLJko$*R}m95?GQ
zSW2lB8K$$v$)v>+ql|1T<JwZJQNea`(00DQdyDS_GU2G%8#l3)RvYDdtyC>%O5JLs
zmKPzsakxVSmZe~iH{|lkIeO0idKw}uZkx$&1i4RzmV;^S>h$`nH(&hX>!1I{pZvwI
z{`^-zOkdyE>E*lry#DCtKj#j9etiDz7k_wj@nU^+*{U`;VsMV&sMr)~@e!Lvanfpy
z+QYM>^O{(D_IP{e@fNKdMh#VE7y*>rFAxyW6F8ETQfvida%T#izf{`!eU!6+qX&ju
zDwdGM1Hl+#c)wd=BAWG^`BVZ5YdlU=KJ0@0)5r>OPYK&VG>rR8h*H(70<BI<5uLMP
z`rTr|Ofm$>t6jxn8mN_1)NprLl4S%$nr^F-z`R|`bQ++l{AKL@xX4rfcB|ZL=FgVR
z%~Ahk0Z3U|4C}K|S1P7b(eTF~{4P|fqe11>-SX~gd~-2;d3SVoaeTU%oUJDJ7jqJt
ztQQxP!QIXM=IrMA?R~FVetvcQ;&yYq=;I$NrDK=t({qHW7PYXoQMbODbqAfA>~a|Q
z*2r8NEc!>Uo?m|T<^>FfOg1ews;lMf)y>)IbiA0#LCJo%^ZMnB>#K8oaaX5n2oG_;
z^WtcZ?+h1xzEqx25+Ih@*<G#A+U3%#+iTXw^>VE#wF>D1vKxMQsVbH7h52}Kx;m@m
zMd~x%c6}`1AdQ91e$=dwTg1VsruB@O@Ul6HokR(rwE%<)Iii%w4}0TWGR?9e>?2g3
z#U=(|2YfCD6}G_TQmx;cka=trGTbJbl{6l>YM~PLMZ5KGCYftgTimphp-3^F;uK6%
zfW@GZuaH)wRL%pGWjo1EkWC+}lR_dBZ~%7-%AL+`2RwFsRsn}I?)3|tblGlelz7P5
zVS&&zD0UeekfAW1`Rwk!Cr?y+hb}W!eGXbj0c1H1YOmR#KTsM~I-K(|8SG%!aInuF
zkg#OHVRjqU4jqSm?r{bnjqrj%rX!C)7x!T>Ht2za(f>%Aj7nc296`l(7<7+6`Up|3
zR$<7mbNktT^eG5Rs`~Jm>^%IGzmDV!n+tzeDG`;u^pwb0t;G7M?14^z#u6}TLpEcK
zz=~2Ocs$Gxh)4`AkhN$gfTig*X-PFg#(*O0F<Du>LikLx4U7hCYE?cO%f(~dV(1a7
zi<NBD59+HZV6*oWqEQd_Y@?ovLt=>{2Opgx!HUWci`Gap1<DevS8Qp}lR^&GqZT&5
zcycNnVfa`<EeHmf&?qN@9#&^LmPjx<A~aFP#~8-ICbtfnj4U^qfnmC`g-nG57&0+<
zV;byML@fG{)zgqYy>1?Z#9iNOi+g<`7bdPq8v7rjO(0MfqGcfzciVH3NGjlyQc1Rc
zd}SF;Z?^=&YXrR6P#6p^%fv!Fg3cKt)R|5;SgOVSP42{;3b+#ZJhVn4l#xpKS7HfC
z4OZ7;B1T=f*QCN2#`_0StIW8dSWxbPk6;ZAyBzARE!=TX?8~tbpnH#jVkyE44rED-
zl7-@DFzqQY0%Z>%!eKI4H41!eL5s%4k`CV2)5lw%d}vYZd&olW9hml1`rW-JAN~}G
z2Rzb9*e}&Z!g&XWd*pIc5f`Q2ytPz^DxCs9`vC><a8@6F@-c@^gH{y_hQvaN+A9Sh
zGFTb;JgG_CR`GyOt2hh=eDGIMz|4B|;kb#)Hm{2(LCA=0BSbRJsF9#I=)sVWtVdUb
zor^FAIhWNYZxxLezBrX(l2}Y7Q`K5Sh{qwXP+i6Og>7TdgR9UQaO!<F3hpfsQ<eMM
z>^cqF0}etM9sjj`8^x6^1~eC1NCNofc&(gV%l9cK3cAgH7pgL1ua%le>VK%w1h-X#
zT7#nPWC(XHh69)+qh|ZX#r+CqBpB5S`|c3fkQ{~Vu_%GlYC(MS;@jnLL9Bk-gQLi~
zyu{j3%!$+fn0Qepp2^@@@cB97am<J7g>=U9(W276=X)zil=88~P#5+EM!nG=e*1_2
z(;xiX+l$-3`j5Zl*ALUzcYR9vzCM0fd{QBGd2;s6yPsX3-JTwu4_iGdkAn_Qud#MX
zw%qq?U780WwD8B;)tYi2<crCo)dK)|K!(2wC-%h=o6|0{7WR7p0_jMsE=oSK(N-$?
z!W78TNx_28=SBf>!Zj~fBrwwBUKv~iR}U)8P|+)hDgls-IE!5(w-%38i1>w=A6s`e
zhn3hv<tu(My0%k72<ttKLKW%-lc901)+3HwDuhCQbeJA1lY9cdSyl)XQc>2Ab^2a&
zv3eawYhu_g9?x6jer?jP^qPfstJ-Nvjf(W}!ygmDzCIZ<P%X#R^{Pt?&x>n}^F#O*
zgHGvq)}v_~|9?ZOck0bP#nY3{bkKx&znpf~%Pu=i%n2kA>4Kd0n*?<xy#^&jo8#%4
z7-6S28uXTv@vzexx100v`0cwl!x0@ujcKQRc{Dp-9A97Gu1_|Qz}D+axzakH#+{GN
z4KWRsj=CQjY$1Nv#EO{7_oc?H*S%PuAZy`^XxHihT0w&1I-Ac{XlekH;$d943{XV;
z58+IWdX=-)fPK)4<tqgwQ7+?QAX@X`G?Ri}TkO=UL=`Z}Amg(vE@g9=dl59?qn04u
zhQnicwTY-$tW`?vc#{xq<6dW82qZ!w4yuW;04|BqolX$u!>|)5eQeSjVav}Xqa+CU
zWzcH{A&qr9OxKXbN{L%Bokf&G?Bd2v-%vahgszzhhe;Nc^Lf?IGcMpxy$b#$DAdGz
z2o+ixQ7?2G9c@Gwi^nXtD>{uP-h_I^4n>U?jTz01G@M<h0y@Fvn!7o8A_g#*NehzH
zZPY?JrEZBW3ASgxLfk7a6Kw_q=zICRpjOc<NU3rx5L9k&?>^lE9y=aSD2}%pD8;k$
z2V52dtqLsG!RF&#r#OlI6q6pHa?qnbz0RdKU^SOBj8<dVq7PV@zL2D3#VP7>hHMbP
ztZuC~8*oeM2xK#SM<_Y$;LL|AYK)RzUolF1qeEuD6tKmo=#)90FUv5@&H6Uk-b9d;
zXf_mdX${3hmc<|5GguZRE^&{0jC!AiepR<-cZ+G0vVzm)5(F0EK_)$i`p{?6i$bhK
zlZ3-gz7L!}yXj`JGN{!U4&y$Dn3P4ZppE!*kS!<cLTvML36a|#^SNqOk;&h#R@E}Z
z&{&Y=D%k|!`k;k%p^s)vY6Qb}8{dWD%0*iNQl!%f4*`ZeR9-0^=LKQ+3YI?sP%b8<
zvE>K+QF@y-l$eK@OG9>2iZ&EWOlQ<(r^A%C=ia~JTg6lY^Sno|VU0^Bhx+nKyMfjk
zBLS=4BLGX%k)1E~<z*S*?2q_q2Df-ja4@`lDj0Ml)E-%k#)IvES>rQnJZ23s#`o3R
zc3f)w!eL0&f|v+qgLa2{&!pVLfxq+U0q;pdj(eYe>`*H9KKbnFPe0sy_yFOB0hXL_
z75lhU+24JJ`;BK}Q0!o<!{X&KJ17oN?eD?TIG}QSXNwXKht*-!=nJ_l0~mR5oN4U4
zf$b+aX1ZPI(){2^i=)IMEQ&<}N{y;m7<C#Hvf;u)*uoP4sE5@mP!y>ob{kEf%foV?
zH>Y}kU$MKDh(ywfl-Xn#D|No3iX`Ul4lXi_Mnm?K*TidsuyKeH6LXi<sMe`=EJiir
zn8TzqYxb$g<jjI~&2G{sq5)1L{QUSF;X~lsn}+_t_rvRMQd5}_3p%marJ_DkQB@$r
zh;qbiA@CQ9v+nrr{BGWx!SZSstLXsb5b!j#(ua88f|5Y{VlW%j+PxZ3z*?(PF93`c
z>-{b`SyDvlSb*lLFa@t+kDr_lf+cuWht_~&(*j?G((v~MPqe`=M$^CecYg{!>E-py
zU;pK={^Oti*$>m#_jP*tu0O9(C{z$4i^2HYcVEA_et~OyIa=VC;Ko7jn?O^&P-&K1
zt#X4}uFc}8SFam2dmMh~gylBG3dRiLn|q(#i8xH)2<}Rp2#ybIsw;t9><{lectqoK
zK9{ptoQ+ni-ECQDTA`OM9ZMt=xol3RIZ*=#P}39SlZB^9?vHd@(y3^%m?@R>KDxb~
z*0d1A?E>rz=RN(8B`{NwaJx=UD1nnd2eCB~$)qA253!G>1PWrjWcL6SB5n5uy+SG1
ztQFZg&U)o(Pdr&**#fS0TrF2W`0amV((Kdl2zO(1G`>8Y0fc8k`R)a^(GzwolYaa5
zVnx&9$%0<Rqub5u%Qr88(jU#Hr_0gFoF?u;rIf9)1MPIy3m6n*%;(K|<@|I7;&O8|
zTl2~uFV5G?Yj_u@Q+AM};b1asoz8lfM-w_EPgaYo%j?-_UM<zX`26!mt#GkEI$tf=
zDNNdJDVv#3hC)2j=?+DLs8y2b#mQ)VvN|CXR~HML)eIcO`TG1~b0L8!tV03McR+MS
zL%nVnw{la;H%0KdNimaTRBKgpIMA9EGLZ$Ovt~^y7qWnox{_Eg6(BPNncH~P?L^Kk
zT=yVx;cDhi2Wk~DfkVB=tacf7WUKhma*=miEffJ$KL_oK${vz#=qHU*dC;n#u8)?h
z<=x%ge6cK5nwhjnoIK_agRQO?aFsh`mmiIRb}I@PC=9O2MB6|^lr!mM0EYYliB8f?
z9FrL*5N2UefXU+SiP0UrCmMytV89P%P#)kU(e5j(8g0r)^)rK;DnXYJvyjEiyM?I<
zVM<m`I3_T7cs;z;v5`bQeu8zpW1*JG-@;<XX2=tPLO@4@X8#}>j8w}NK=-L+1|A0Y
zBmKd)-)69C6-Kp^avu_Q<kZ+g^1aZwJTzSUgYwPPs1B0|)2O0OpO3u{(v#m^ky&bx
z<k7R-F{eH0vCC*#Sm7oa+Xay|WPx)P!i5gu0YA^6(_lY8>b5D!Lzp5sSxLmpi6~yL
z0)8j2-$w(CN{32@o`8bvH5=_Z4Loq}l2*+j&N1SXwPJBluhVmFR_sM=?E9Pm77|`(
zH4!ev0)=Q887&=*M4e9fsJOnk?P9MI6H%nCfmChg^AerxK2JFk%!LW5RRB9Qk)pf^
zj~0e!SP<yc9s?LC7j=6iE@7y~oen9TrfG;7kCbID7RR8-;wc{qp{+45F`-G+7<vP7
zp#6|zgMc;c0nod4sz2p-1%e8C3pey~CQ+}HFiIh<6;RvKiEfz*G{Cfs7l`*vJ|3c2
zklkX$;YL-177GuJhe2!@AGkrei|ok`S1xP{`$5w)_|>?e;E@a3oq7eYm_($9h@w_a
zD`muKvnmgqnte1egfG+Kj^SWiCZEui_~7Hc2Oq1SJYxU2{qaYNCl6Dg$ta+2R4Ua9
zRQXST`V(484XOj)x_b{lp*jjUyz<#I&Iq`+^jh_^ho9gzlN+pz)_5d}yx(ota061d
z#k&YN7{>wVwdhEQIpuuO=Y*&n>~>oHZgbpjkZ|FB@;*SpkJtn8I2s6q15xP85Wv!r
z0JR8ympR}zb9O0`j!9)WUICIIR4#-AGH8Wyg^REa;Y$;A8+}eAUNbwwmulalQ(?k4
zsP^d2rhy3OBypFh-vw9(xs2nq$E1pR`H7qJiGTox0zu4SjCf3`I7<gC2`=i8$i^lS
zJpJBgiMqPl#nJhCakgG;rkznK4zgL!w~DDWJ?}NK+G})fLE<#pZBc5964O@)Bn8&5
z0w?QPI-X7;d<EFolUVT+2lF|+E@<8si^E`&XGX1-#Xbg3KA6c^;`QCjlgV;9SbX#L
zn_vH@U;X)?{D&W=ukZSl@_l{$&1Mt-?R+@<=Iz&S@87KFXVja@M7v-FLnRh^sZi+=
z{;l@`o6q`F3QR4!LynWcnrxKZ84>6C2xImj{Nmvv&%QDp<rdEs9XC&)luSGIMwSx&
zejgXiXfhU(u?#2mupf$7KA+)=&XNdNXv9bHpWHPpKrKk8x$#HA{-kksCz!ZWLJVs|
zLLeXGB1K-x#B!-9^H&=(X*$s)(Os{=1WUvMXe^UHpWG;y0*Z%beF&q`J~yzIM0mYZ
zFWj8c7%pyBpk%6ZnGHXB{Mm=9!>yxv@9b#$;(Bv?e!N-GuiZaejZTr1FwL*#uxK}{
z`IoOhUyR0`I(GN&Y|=enAFt*s2w?Lbl}zauHz!M4h-wmR#FNv@cB8>v^Wy9n?$*5D
z{ql>?FV0Se4RJAOj(Tm#s;f!w_02`Cn8U~ZoLO$UBEC89j?YimXQ%Xf&*q~M?hfuF
zut3FvNSNyC`kL~=X0>*-Jn6Q3P$Q&rF`JCSr#(A5t`!RB$H#TC#z<C(hkJP6V<9nv
zWv)Q#s+dl*1wcB(2}2UJkj>V_M!P;(j^|RL=yUsz#$#?($o{xahP^%#ANY@42I_5;
z)gi=1rZ42pXeh)T5yLvhq*y?1(8k+#GHnyChdzY&W8Nue0v2#jqn1q8zrMci^#`NT
z@b%j_lj#gMdp3~<MUbY%8NDmuX2+Tg`51(dK4FtmJIFX>JX8WEC0mDt1p>~bP*JRq
z3dgX)(~Aw=oh=v@JWM+@ga!b4Yt?wJ+$Jq$MYJNCReM;(92VM&?V3IKmb&*HLmFJp
z7>(kT>0mnI<PNnSD7r7eQ2<Pt&&j)seUBZ^m>1mm!48mEZi^W24|bk4n$1c@f@4RD
z0p1s-iulIC-=Y4=BVss6H4GU>-0VaeS@xkAnAE!-lNt_HfX+#Z5iNR3hkZtqz>G@8
z5*b02I%anQzhY+NVN^wt@sF)5mBd-{mS$Zp9u+e}vz+VKr4Ac+Dp1|d0NF;;j=0U`
zucp^*GbCtmB?&m^1HqupiiL~^$;yuxgb^GR27)00TA4>mfRt}RTVgPX5|{}%i?IOa
z95%cFZ<BsM8BB7^J(y9cNIBuJrei!#N*lp9)zS$sWY<u5SZl!2>=cAt*qieE08;?B
ze~)7gAgJP7Yh~jedUST56@c(Z{Smp2+=cZ^?yuzS14W8JfrrK-KfG2p-~1?9rq}Xm
zU=cEzmNk>d2g$i!6mh;`%gn%!67!M>gqhDm8f6<Eoe;qE#nW_$yiqv>0BMbvF6;+|
ziuy<6q}Qm0mWIC$2`*q}|7(^jkf86{%pSF(#i=deVEHY^LsqqdS6lPs0l?b=;w+Mm
zPGj8Pra(dYZ0q3hBSd85-nMaf%Y3lC|KJnD?zU-fTSubda0jOa?nj`7be@Z)^21L*
zW7;Q$hpiFgy%sv6o_aQwO>gEM!H!a=*d+r@e_}CT#7X5KbP%NG%3wI$FQ*~_YOD=<
z`XC5>Q{BZ9T+F7?cH|f`wU>!RLzD!sGr?!jMS3O1+nzH^DO>ge8}ZXw&&aP}WQ8?B
z3y@ByDvBbQ>i|FN6q$f9t)_01o`wYgFH|=MAOfoooK_Q5RVuTsIv%GA?T*hp`0JQl
zZLbeFbwUItuft_#Y*QtJoV9)I0trV8Vd5daxX(sdiy?`Fvs}STaj%O-ygY1AJH6Az
z@y*%IVmPVi3nE}xkG~Mdc~8S5>Bl_l#jEvsS88>ndc6c%qAV4wZ3#O`r&g#ZLUAD!
zjrl_Slv$1k9WGMOys%~+M=H>hMzhYy-q>cO<ulN&wMj~GpE^G}|LV<GfA?3v{+s{w
z!{+h(I=p=6pVu#b@ryybe>6S$=IxiaY#tZP9aBJdSdnACAo|ImNrlY-*c~5-`Ea=y
zEhzs&Qm`2;d=}|sv1q7RHG`!Al!RtZ=OZ&)r68sv+){;XG;UF=iRUonI6b}<eT(g8
zr%?x6gK-_peS&Bbc4$uVq^SeAkF|EYHyVv|(`U&a2!$iu)Ixzuff}M1u5ZRR9MnPX
zAOad!n0r%!i*O_i<gihbTYS?(q$6dEnP5#!!-&D+l~0C5u~4lP5w%PCc(0yYj&SJ<
z%}RDWXt4m?e*EeF)~A;zLlF0`u20_HU(=GaIily9$%@kJ@pRY*<A4ITn#@j@$K_(7
z*R8X2<O$r}zGT^VJn6S`kroK?VzyDMOZDb>JS8qT=ru8qc3RDxke&3wx6W3>(Z$Ir
zD%|mENNeNisCTzH8TE%p3(B;ci}83lTf)7^<&IITTp`e(hL%&S)>_Rjyt6(nCS?)s
z2NM*U-*Uc!oQ44&9><VOX|vvEHCk>m1*Jmn&2lkrcQCJ#mFToadGd_)Zn;RaQ(*$?
zLacV1eJ<ho1hQ5nDe%e()oczg7J?WxL-ezhbD3%hdw&(UA^@R?7vf^PSgKLpMCEbJ
zL%)xiuagsENxvfzbXW5^AYDg;Mm50&Hga*YMtHcsdA?k(I_=uc-R1GgQCgrg&_%5z
zh1WE6``jLg6V+VKuElzUdCAPWjX)VDThJw}BVjrLdU6}7byk|twUipa6`zUGZBPYB
zeH`q8Ipwebgww1(fE=#ceQeWffGQwiv0=od1hayOJ*E+?P&7z}F@VX%e_AjXkk7H%
zxXgHWokp4#4J^~)*!z-kZW8R@Y})-DD)7_?d;8C}`n?X&DJO+57IVN(qn3`Hrq^mu
zQFx6h$3ps1h1H4}7fpru!B~Egr}NQh<MYCPC-)b&7=!eKyZmvR9jrkHNr7pQ&?PwH
zg9E?pX>l+z;X6-56R_y9v2ioSWgQO&<NiQLEX3SsJ62d>n8A{y+EfQ_4dx{?znEL_
z#)r%n$`hHO098>|?z7TSuHSk186#yxUi0Bs_d9hOABHO&)PPKV+({$sxo8+H#Bjf7
zxoPqj(;+|cPpT5|@IYbZDd6p=w?^*TbJL|5BHG8aOo*U`2{4mnq{Q4M!zlb-)J4H<
zVYTKn8sZKszxZBgp|XEZZ^TFsZi^C3zeyv;ah1E-MKW5)eLP1m4G1(ovu_0=2kDnl
zJS!Xj%u*g}qO+J1R?{(SKCG76co@}7t~m>YtEE~p4*c8=O(JB|2kjtUqbPd}tDp~H
zV&sE<q(Ytrw|-D#mcu<Z!qD|4AwWnWWU;b##G<Nt{807eF|QtPA-32gK6D4PRw)eo
z2dbyfln);%KKqygA=BQ@)1UlU_w2Fm*(3e_HVQKed%afeb~-_y?_hUNb8vt&oOSlW
z)+4*g$ORL-1#JuTB)IK(tTX|ykF+&^lAZ<POKyjig(2!cc!j1|G_cxspkG;O=3?Uv
zT?0!w7DT!O;9bkbxa_IXxSSr6P5e7HszG~L%H?{EY7Z)WuH<#Q%4JEbQ9G>qD&D+G
z)k74;=_H1(JKPOA&EWN*Mj&~Sc+sm4{Vvoby@L}q$UNPl&7cZ9%`^(df)qDUK%kEJ
zEU};?>bJqUkNE8gFm45*#DWAXfWu0;Heo5`vRDvMp2R+yHvk=E6bB!TX6yOtgx1+s
z7kZ@p^YR6GcUN+SayH8*{rvcBvpDY6xKfD?`C^i8mg~bt|7f_9vYfMHq@lSQ5J_eO
z&cVuSve<P-ol>n;s(9(lS}HE^q}Xu_U=q8#cyT<Jb+)hHe*Npe{Hy=`%U}M>FMs)+
zzfb@01ip{2z~BAd-!0~+Y@FUwvvYR6o}XauVrdfhg%W`<8M;ojJg7I&g!{G5xHDT!
zPfP}ri~xrjZe%Niy}``%Wj9#xd`7*2fYTH82TN&uAO!}nVx~;{yxV4(FBSz+oUfMc
zMqLO6vO=&^r<FrSFbGk9k}HYVQOw5Phwp(KQJWJJ%Y|~a;PH6^1e4?OSSX0oh7Wr_
zn@FV+v_De#2pSspD*jTYky1X>B2?I}N(FfMF{zZqb35%xNI0cZzJnoM%rt<n#^sVb
zh6gP7ZOB;h(6fgh?LYbHw3E47k7#vd`no(j``Nc&ot>VH`z@l8m#2$*DS0v<t!7hT
zTjOExM()WTvX`8VM^dG7u{pUq1t-?P2?p1+*B?%0msjol{CK_?9vz*u8a-}sRBtm2
zHp}^&vlZWcP%U-E^yLcP7bdSJ#x1FkzrEO$b8+SwrYt#N9-`W^j11MPRc7NcVaCnL
zF`a3M06>}E0~mQm3H)v?bdz){AA<|zXXb+$K(}}(k}Q`Si`lYOZz3X&2eV4C>aaPa
zEUoDD!IgX-KPh=$#pz@*=#HgAnF5hw2FyDa91E`wOF(R3BmfvZq+-#cw`5Z=$B}((
zrI;I-17TIU2!@(qW@DcR=L>18j#$F%TSzA*QM|i<dH>>NHWNQ5dvJcrpUtN-=mY^L
z*`-iM$bwSDtS9B@Q3r}1rK~6J^8!g|lqJM2CMZ(0z(}$81nsca;bO^753+|&y;8mX
z1l(5GA>UXTeh7=<%EBj1=_GJ?w?S{%-!1TlW5Gl=({3S<#fsCa1^A%La3eA5G4A57
z$)~d(yA$aZE4~nfwC<nH#zehR;jm6gF|pF5*HKHQQ!3eVVs*wil<>OgY9wDkt9U#V
za+wXxT|fiE6i@p+Ak%>%I5Y}|CDbY~T&PAYaBXU}RizFYjTw(C<#R#A((mn94iDw|
zgtQB$BfTm?>5=LHpAvQ{L^h5dl*<#YN716UT8xMD)c^Sdn7)`CB36UTpw=Jkn$`P3
zi>VZiCIiT5cGMo5`p`jvvH@%Y`z#wpMObktp=M8P*QvpLp#_DkMmYJjM2Q((^f9oj
z+&ZO9s+3I0Dx6<7O3|kPoSgZJRcSsNrJE1p1V1A_sNGtN-C~XsZO{Q8_j}q{xF?n}
z*#0$aT`hv!#U?RmW38t5vF(B}3t~on052jbzl8$CW4tzZIVA#~^;^t(#UY+OXeMwZ
zXhla9#r*}^7sb0<V>4Bh=M6HFY$8Lr%|o2;3W+p;z+Sz?&Q1c};lqY%nRn_;q1k|+
z3M9cxI5fcQ7q(llnT70j-ma`EeMS|)-=NiOJWw7!dA9rMCtDx=loteH3eEHBgHOPv
z!qR6RQ#|+#zJz+~>DGroRz3REyt~cXQM>hY|G`I}{Qhr4r%ynY=OdTRqUIm$>}@}O
zdbqPoKd6ydqhg;)hZ!su4#@)p*H0QSGg;0Z2k%>l;Pj?qB#EL0l&qka23w<Et<!33
zRvRXHTwsi9Ubd)y`UV0ZQ?!SBIUICkC>$=rp<<R7$%npJ$Yk?;$m6UYa$u>$h>*bu
zW&z^HI0plM9Bg)wur#4YFzK3f4vWDCbJd_lNJ8AEJjlWTW;YO@<yhi2X;8)lhDf`P
z0W2?2L5?3pDMVfT?8!ky{nVryA?mYYr|>b#>KT6spb~I6xlAVHX_U(sC+8>A6_8b6
z-R*L-USL@q;s%k4CE8`FlFefhzB|94^+q^bD!F0}NPoV9xYw>UhP6&5l`SL^Y+Aw7
zSu~i?XthAEwp+DSMJdfX8YWCmlY{BYq%#4JJejXwUOzvXt<R1xzIpfUuYdX1|M{=}
z`iITq_i=Lho;;^ax;*Ivfq(Jp=H=zd#f$5EY!b-+VW+2FEKrk(+oW5mw#v0$YdoJE
zaVP`%g^_{$j#Z~-0JG}QtBo9z<O)<!cy2G{DfxIJ8H%xmq@1N9iijR)21IWNCz8*B
zKM$L$-6*x1d?ta?XI)m9fo4GKu_&AVL^hXovVdSA0?j$e=Py9)5$TE`8VFa`k>OB?
zgLpQ>bvaQk7W<ekvJm`I$o1u7Ml2=ahJksnQQ(>k1H7T`4D@M7DmIIWY9`zelU%@O
z<4!sm-+lJ@)1Us%sGa@h^J@(A&1&i5boJ`~dc9grv1hgGXjUT#fE8AR<w3Us<sQg6
zWQp}+I0u9}=wi>G4O`=$#7H@4H)hl62}b$(@Mwu_M)6{EHko2sr(BlyqBa%RxdhV`
zOFEL99VvOT?Bk6hleif7$K2|2AvCm6AA&szCp<PK;P5zc8s#Fyi9x5kK04;rm{NpR
z6$jlxxln{!6c2ieN$x~Re5%Cs(apFWh}BjuPu>$}#RhL4s(vz>%%(CPVqa_l#0sZx
zx5FQcCL0noH6jb?d^*!^b_<j}CexF4ne`lNUm)2eCQ>oMVRp!#aXL%(wn>DgV_{aU
z7|dwj%O{f6JiAIcl~pU1G2}r4$&u0$gjcWMe)-Kex6kkU{SI&m<S)E?X063(aQv(H
z9^w{iTccbBX-;BGOMjw_c$MwMF`pL~O~?y>9xB&fBH$?UIKof|ymq~g)uh|NHpB!u
zf!B)2Ic<ZqL$U-1`K8_2a)X;N>1>*VD3E%^E|ZnZWK9Gk1a+~#z*g1oBU5<L6Hq5W
z2OtEo^Z{+ejE$)n!2z2Y%g0zWdcHX!De1LSVF_u<9wx@<ATDQ1vLTN`f#Ckm#)jLg
z&Slmo`~e@46Qwd>w-^r(f>t~AsR0ng2v!CPl&L{9(OXS9BSw9+JC6}*$jk48UtkUA
zHq*f!^jd))C_+9zTopt%1T>uF*qOMY5?!Q#n<0nVMA-5Ha%wg`H8X9NU-*06)?9=l
z0lQ73<W<736!ka|rm)SkZ6r5~^FQXHkkJf6w@lX_P!|#|u`pv5273yuG08(eV^;`x
zA2n=PD@Pp;cocj`;9wG+U-&BHu}-y-#ybsOH5dS?>NlGy4-y=9w?^aEY1!6!aHPX!
z(#WOZUW3-IR8qGDev1i{6)<f<GV;_(M^Zj$v9eGD22x9Bq=W#18P^|0+sRO%Q4x{2
zndi~OkO8Zu0{wq1+-ZL%6Vxc;(#|8+0as52ZHb_4J>sRt$Hk90=?83U1UqKf!((rV
z+N>yqNQ>Q4Qq~?}%>{yt?p~AGe5im@YgZ}t2MT7_-N&DT>(^~RG44FoAcAc@QEzX7
zyVpK@pm^|+;_(BfGP?q>?^8Le=&=KCE)+QmmPmU%{^a4_)-Fo^As-Vxu-{!A?*JnB
z?~upM&QXu=-DD=^fm?|wg15Xzu><Ke<adUM7=Qu^`;r1z!X*F1+}a?1EMz=3KQTr=
zU~(GVX#<dw2OJg&^HV|(_qyEaREpDTRsgkSW~s2hdzeb(q3t=$=En~|ef02SO1{`w
z$j*6>3&SLT44n^9D)b4N?`qN6%$j7BRX$-xUC@JDk}gzl&_x}RE8;PS+@^TgiEj>n
zq2Fbsu84Zapx2g31PQi;@NmY1XkRed3IbgN!;9n1$rS(U`C>2|)O(cHrNYr{EGnim
z`FN_9FN48(b^oqYY1WHn4(w7^tY%B?N^R8Y$*|mTMCLWRyf(EF%Ad!=*4BXVMX1?r
zVS%e+B!hEuxV`JLy2Nbd{`SjPcW>r{>DA`ykAD8gfBEOX`rE(x+aIQ{@5!X{eS8|l
zTxHN2yuN$&`tA)~+xM5xEBQP%d=amYDn;(slTMHIJ#n^fqt6E4W=1&IX%vL?U0}T-
z-m`os?dzw5%qDXuC=h{qU8E0ANYd_s5gp6cWI6=)Wnx9IJsb_&bo4f>IY{aF7(he&
zoYWOL;25E?leP1@?1;^gU;ywJbg4ov17rXgb{=+pyAI1M$<Z%FNHPYm2o?o9GYTr0
zPh>k&CP6j`5Bzf6oq-(93K+noat09AxCdJ?)UT(RDMsx=T}-V{RycW7hlihi_`&I_
zJLwc?cpMMfFYnH;*0YQC;`nH}ft)q$oX$rlvmQ9s%MB>7W0+k>i_x%CJv&{tn-bn~
zxTIp9k+0YXb1G3HTRA;BZa49_ldqJh7AG<}8`hV2y`JAg?n))I<KYmO8vO3d4Yt&y
z4p#egXf<t6ivm`?)1A3&9&V97iy3reM=HbBKRY=>V3#V5qxnJ}(}dW#JE+OiSGLn?
z(IU`kHbBbPn(f|z8)juPoWx`CTq?umypA{+N0t<tr938+Y_<R|-(j=jt{)CYDIvkW
z40d{}(M+dNt?1ti{r~K}XRjoAn%(y~q&HfEyPD;iF+Ee=Wv@4RGjDpI8Ih5ZF4AYD
ziS*vzG}oJ|TUA}A?exs-%u34{k(4wP2#OH6T7twv0#*P4LN5exU+p*0FKWL<p)rL)
zb$8XhH(kW@KhHV8qsT$L&y7}#a`d(y!G!P8Z`OO*xpjP~&x2^GBE@jgPiHagkuaNd
zTd9~rGyv0BF|DBWvBW`Txw*Uj#jk#~K0QUy!*WKCC)Qa?+3+4ie47l2bJl!z7a@s6
z$XCEd3`&v>6mIa0B48blO5A*dE}PF`C19J0!^ptvA8zH<wyO6Qk!vd#3hZUL-LqQ4
zLIbKD4T?%-INgfq8B|h?J(a8)bb1dqw_`zUW)k~H9LTixXoVc1GYWi}+z0@oiE+nQ
z;S%_Ls7Ba$8jZ%w`xgK%6p4jb0yzcE#A7rx3k8=Bs0SA6C5=exu%TwV(0-XoGQ~n7
zscSxdKP+Nu$1$Hv4#z+G*${<_h!cJv#fw;0SgRp+=_|!F5N|JUc$e8GdEr>PKng$y
zf#JY^WwxYbCj*NNSGFWF4pq?|-53B2MFrwSs*+6cb@2N&vPlee5IEx?H?bADt<W&2
z)FE2<0acM?mBW|f=ZB;U4gzWkbDa_l;>)7(2Mz<A%zQ-B=)sB0r=uQ>)^aMTC6yL#
z0l%x3lF17|y1?j8L^0xaPa9P{?ReM=k*H+1<-<bM?ZA3XfjBn!L?Fm)8L~U@Tv2=&
zaoX7T307y=g+3Nh0s>C9251GNF%=Z^a;T(4v~--Gp;;<pJ5Zu>1;H&I8xAllw#foe
z#EC7cUe?+m(+S?l5vXFVVyagu7MR143T3II6_bKD;c;ZdAfq53CBM~@fz<|-BO;*_
zCV5@ZQ7s1;>~#^$a7Ylfl1%beF#w>j7=os~sKe~o+q3N-7`8X;NBa~$IuEujdz+@s
z&3$5z4<FNpP|PO@O16QrR~v^rd;2>FM+TGa_?TK!pME$+`_fkiUWc7lMC7J`#}^hu
znAZKC0MtFxp#cx%C1{&&E13dyC`LlQA}^chV@*J(X}3kOZO;ey^vD<i8Y~9Koo0(7
zZJxR)N0ba-6MB!{Pae>TzJrF!ITx~P70{1XvcX7!qE8kEP8O^)AF7cP+y^+{7!~KR
zBgi{ZaW47;ZktLak>HU<s$D&t6%+9G<v<x)NH_>+PLcI#jTI#G813vdMe=b0|HVAU
zfx1@8ObGE*%Uoy3D80IQc>(?A?D~9mGH!Nyl~yjEA{xWo-qGsaa&<Xge)I0<9Zhc&
z?r9B{EWL7_s8_29QYDe5L4%f2FZtGB*n=$RrL>OpC}snf*@7sIp$_LK?PFL3^NGwC
z@BZS8H{V^Yfo6a8yTAI~fB5VF^mqUF-+e!QeT-wvNAj3XCUa;KU%Yzv?HAv2aQN+C
z{%+hIQ5>I)L>gS#s;$`oKYN?A34xUR^Yes6aNlV=wqWAG4?}w_v_jI`qCbc+QsUkx
zh!IiZv!i7I3MDE9okD$gcQqPM-EQCZ*4Aph9Q0e`L7N$A3NNCJSp)ctfUOibO$HN^
z!qG1gmxF39UgdPBL{QXmL$`6$v-C<U-0geab{RrryQ##(<$Quss-YE5rhT&P{Z_Tt
zs<9sHH_J#&B^@xDnD%N6NSF^!hUJ@8bKcF3JCzaWPp!t!|Mb&Ohpoz+yXAV?e*5|J
z7uRRM`sU5$dIXK@d^J3qHCN;2YKoA)M9X^l{QP{`zgpw4DlO-F-_O}%2KNCetW!!<
zvvD}^fU+i|376s$regY0k}*(M^h5TVjhl;0mW1U>wb$t{XJh`cm{sXx!Zb3U^@m({
z@>#djQ>nE4b_W)2F0&<8Z*rssFpW_*odk3`o2-e5rr<b1P6&x`Y&&!>RZwnHOg^j{
zC)0IIq5}v<yV9&_%i;L;Y@Jr*Mln6DS0jD_BiVd5LsyANA#Tf~UXQdXm=Wr#>(poW
zhKd|z>Yxg9Jl2a@3cLzA1w+T>3KJX^K+$?mVL-vH#|%9ik6C=s@W{XmeW*ipvRI)P
zm=}yx0O$8|rSjFc-(Fl^!xu}($Pq+|be*2e$zbM_QBa}`OARb8L@iymY=lUoO*gv0
zyaFzdA!pyfg4=6_<z)tAa<qHE4uUqHB)2IKlpz+^K^B^EDa77f5hU;q#+@yj!Nf9$
z(4W_0Ob8xssbm;AP=6rN(dH1xfJ8~R-%dGrfE76oBBn1|ClSGPgh-`~A{UcL@H-}x
z@p8Gs3>A~uZh}QU{E*IbM*=?7T@K(ro8Gbwzk<6t<W=O_R4hROFby(9703cJBI0f1
z2#?^Cp->)KMv`QgGs*KGiSquYw*`Ja=y)9yDg>Oz#}>o>!Nz0A4^1^Md0gC8QFwBZ
z7@JmpWkek23Q-d{v?WZ@f|oAUTr^rqQtQL0=31T*c9_0;bw3$&AkR{#2$+;zCzf(T
zg+aRmdw(H8KVza>E)2BdP}9^1vY<!=66_VTYf=<JgwPj*I7Tra%|vCLgAwfUwgUeZ
z3Zz4Rm6tLsGxWmhW3f~N@)?DqABG4KG@E!e@ty%zWuVGOaB#(n@l=}ap@=t3A_tn2
zLUjT*K`|E!5d^?3Z`s|(ke?KNZM+1{roN@>qW+c%{`AP#bO1)hprz^G7c6sJuEEtu
z(hXC<&7%vkmQ7&BlM|y_6KN{};LGLoTTE_~0eo3RkciGf#3kwAF&Gb@JmuS2_O}Eb
zzUs$CFFUO%(ZB!f@y?@9qb`&GXoq;CabpYI{qgROVfz`OQORz_hrj#yF_}l2mFQ(i
zghPXF3#F=7tFv?5+ul9cJD?<yY0Z3iNYxqxkJV)KIGuiAclZDkaU5b<1sI7FM<tvM
z-v7mv!t)A3BPql3H@kE$guP!c;)oLc3_LNx;YdYNu=VJ01F*(=QCFKwt$d;4_XSx5
z<e~b9<$1rR=Rtx3htpWZAEOM2d70-S>_tCLgs@F|nD8Z^n?p?;YQ4-jM-tttW4^G%
z3H%$8M+6CjP>)_1C;0e~s)%5shq58620#cx03>&#r=RkC8!;W_Tp*Kwo=v$tG=`nd
zn-`zo-@Ljyy;+W@SP^cQr=?_ppawokb`+Biu*Muq$@eecb+it}L)>NXowiEatT)cc
zN<qm$wc%hQIw{O@iB3?-nBRPY+vm2}JvIlTqQhi#9-D23BN!S8c+?eLt*>9+zWVN~
zpa1?}{jdM&Z~pc_|3Clv`|0Z=nN&W;hw<&Z&wJJCtK0j({MB#%@|VB))wh2!9n3he
z;uZkMgb5T|K5j-fkKIcB<psgIvfgUyCB)^y%wRq;Qk)0eFC66lLRcwG1{`%FE=KYk
zbLd131iH=oWHMPSPdR#Gy0KU+rAn>cZsEBi?MN#N>%Ul-{uP&k-mc~gYAKybmn*aa
zM&U}3Mgzu~%cs(*c&m=HBEuDjp#r-7YBepZ{DE+_oawfzBW{^=h{a@7wT70Z3UWN`
z<uhzKks~r%J`S~hIqO_5+L!a%xLxGWkNSN=mp}RQKSw6}`rZ9KY}4z@tJCFb+WY3+
z{c_g3SoBuYCNtR8+4y3{>NLNkID1BhQd>+ph&Pz2aPMPdC&O4*fxtsN)2`M_5D@ow
zx7fGH??Z@%Iff&w-)>)@t{6Cb7`?FBW9A=?-o5*VK?p&QRz_k|aQ&rFgmAiE2q=o9
zW|f-khK7?i+GUN|ta2T$RXb|F0;3CXJrA0pm6Q`ug)(veROWg`4&W>mNx!~(iQjD8
z?ahZXnsQf5O3o*vW($S~X>|4-3Cc%ONv@XFk}8M7;CvX07?@!{@_T5yI@DcB&}yl3
zli0fX?GzYII^9%QjtPFk`z%TEWnmlw!jFZRT628t%<Ztk%ESbQ1B#=bzqon#<$F4u
z*Q+z2Wh|^K__@47E<shUElhTjX~7?0a7spFyuu*u<$$+cBX39iHpo;)gI`q6IW0B<
zjJ15$>vTcM1~{hB92}Cl-+3%nYL^|Red>e=m&p{kxSSL*pjOHFyp9aGp1h<*P$66{
zOuYQSh*UVKSe!BDp*%1k;fI31%ia(h4003OPwo_KZ4e@`(zWXiDv)S`(6=X<EQYas
zEDVm4*dub2*J_VSv=DKJ3Nd{_)EE2#x>~reMae8A<6s&1Gptb*3bN&3*ltQd#l$x6
zvchj7Qd-R^7{zggfs8<0!hX*@Ow$d7E{ctOb}K6zJpc>z+aJ*TdLS1g8AZaP<G4{!
zSg<BU>{Tvs7VupOq)@WFT%BB9o{>g@sE;dJRUqUC6`H9f^84W8LvTWfLpBO|+J6c%
z%gT^oF{8-w)kq66$pA-9h(2D$3DAvV9$UVaOqD<!c>T1Ew^Rz7M3`VGSM7YJQ-HFY
z;P^oA6}vnMgjz&O3ZxJG*zDOq5{=CAtwEajy%a2B{mO~nRKP>YQ6)k9PsqHxO;2~D
zknvcL^~HJ@6oWKGHOZHu_|k-k`G^G~17Ww6#$1#Ty-au6u*k-<oQQEE$V8>0630r%
z3|2!z_j#gjI~KUK7|^>k{6U5#X#7mS6lyDecf@Oj<;!>$I5s-=c07hX>H*Aq8#_-v
za~t-|o6oi%Ja8PKeQndEU^VRRJbJkOvj^6l9YFV64?f|gp}_swXP-IE$3;96a(L_E
zgN;W|b~bl#Fp>;+nGH%9@2iKJp8cII++2L7ECz$=@Bjm0Di$W(alE%@J~V(eCLVIQ
z`7DpDpF$H={A>&CmSPr6T7X7G+zXX-u9VDh=!u6zXn@5`E))o5vp{ll>2z*1UKUCf
zD&*NBAc#e2kqo+M8gJA}0lx=ReH1_hl6ru;MyKer)3|`e3;BzMqX@ylb<F>hYvTKH
zBIZa$L3)OPKN(e`QaTn!?80}c6==fJo&P|C;}oXTw&<Xq-kFL7s6o4b`8lT4^=$F_
z<`ovK^AjxhmnYr+ddy~^ks?r^%u-1<>0rWD-`u^pzq}==1xA=6TId*Utv>Gbqkch6
zWDv?y)GSyj5~Zr1>MpQp0Z@~Er<b*(!)S4stWFD&O|#eTjD{kRD=wE8%wWI$AO0n4
z$N%&H_?y4|kAM5u-@EQV#<}I=cuec*cm-ws?U%p)?pNP_@%6jcUk*DXqW65dF+u|*
zC+%1**GIk4q%(vb+H3Y=+`2&s(r}6#;lO+E#HJF!P3rcB{W@|PBMshxxQI~`@KOlG
zYJV_1J-e`)4Af`P`;pF92IEPsRxK4U0ToCRbJdq=u~9H(Vi;9uL`h*S&gIGlZXN7%
zJZ#3e{?M!)PslXN;%!bRVmKmLcj!({?)Me7-L5l7GztF{@-Qk>Q5f$<?Dy4Ta?n)i
zKs;RxZq8??Cp7rfC?Oi_jGngB?)c%K{0U;s*Y95a{L8mrzkmDc?)nxG!)*Na{`uYc
z5?amAzj=3cI>Yk4>bEX*?mg7Q_TA+ftw2i(u*U-$7{?&>vBIlyh*&_cLFLaF&In`H
z%Q}dHdsjMxm5%8JDX*j!mh<W9bU17^$AjU`#hO`eHkq9)u6q5Gd=`l>iCY{eDgy?;
z?yhf!qxo=nQpd@WOHW5LT;!d4gRN!@#lB5|v4<0nerzq3O^Fbk^0W3h5{Se@F>r-Y
zQgdkprvwBc@LUYESbQmLn)N$^(>b6*TjeqyWK^RSn*D4>VR^$zHcti|YaMho^oI`E
z3jk!P1lh@E2_h^AwI1aB`G9^T-YP}LE&e1odVF8}Y^<$0n-f`m^X|1)Md8RI|11}$
z)4>FDbjayX%9O<g{8j^L)e0>!K{#)Likb&%iZz!TF6G+AgbWB2&V$p6NjS(xk6jwZ
zlAMy{It*@tRV;Qa+u;ETKJsos#ua~%I9MT}4;74I%wXgeff&U6!Jx~({cH;Z2}1?%
zs$7JY>UfDgcQgW55>*X=29K8jKBWsFAi@FI5m9PchFzkgX*M0Gb7|(%fJn$UDFvy=
zf$sq(l)j!MYd5c-M?szwd4aD+e3ID@MT?jr8W(34!t%9DR&rwf3ZSCUDXAuqn6QL-
znX+hh2AaxRGbj1+m5IQYEJtqaYTSuo(sCe5r{H42e<;N$GxC6*z-bR&Y0+;3S(SZ|
zW`nTn5$xy*ZIRcY7IcbkhkT+zf~vEQ%qn=}Q&JdsI8sAf(+^gw;i#O<;CojBo>o2$
zZ;D698WAapq$E4XVm!*$l0G24%iH6EbIW?SK!Lav0L(@H4uBY@G9F03Tqq@C{7b+N
z{NhC+1;CeOqSM2wZacFO(vx7flhJ78Gfbg1j#m*V`bp5u`%j;;RAt+nisNz06i^$Z
z5gH~jk!o30=WR-oMxT2ko(_7b3W|Dd%zJ~1rpA<J9#^0n-)04mXdxf4TQRn&w063z
za5+SqMb$?^@(8{J;ZvUn^^$mLBIx8DC^?P~9zQiaeJ0y25r@flydSWbSQ9&G&wlvn
z-e*5EY&-<==Chi2KKtzG*;C8bGt<Ts%l5YDfX0y7+dZ@xO&k!}=xslGj5Z5%-fcR<
zC+4$Ldg}#C1=+!BI`Y~b4x<Ul%k8jc(p<sFm9pjYY(Lx7>u`^a<^$u?N6%zAj^RG&
z^Wqkx(zAwzBE#Wv)lzYEq_Od%pJO)Qm<+)lR-Dg;^HwInQZ83m&4t53P6A;eKq7!s
z)@(Wg3G8xMLjvx4y=Dm4NL==$V?h{;kip^+KY$O!F@)w4t(jqg0gR6XXNQo_QO+x%
z8_6?L`IC!tXp&LAqA**c5+(s^Ui~~q!PBVbC!_A!=^3qYcNe#JXV+Bb4(q*9qt~zL
zJCvK#(_#uLb^$8Ru#Mrj`OVv}VX@ZL%AigQX^nb25Y3nhIHahFbe782U<i?x{>h*-
zzzoK^93&b<XkuSZv(09L5NkIdnZgu%$<fy@-rQY2|Eu5pi~s$9`|E%C&wu|P{{4Ua
zyZ`I&Uc7kmaonlDe-t0zGr+xOJ(+#}{MEPbzyA8&*OX*Y8N+%Jh72CpD!|n`lf$6X
z=rzl&i}iiGHV8U>m{PE^BuFXQJdy|hr&kviTrSiR!5tvKuS39sa!swX#3bN09#3xW
z?h;WUA^Wgzs3aoQ@_aU>BbzzI=l8GxD`ZIgL=+`WUs;X=Dt*UFtWj0rHWZ6kzZ1+{
zsYJNZD6<a3&On{Tpi>7i4_2zzX2+K!{WzWWCxga}k|f$5(+TP;I$DOiIEedcw><6?
zZ`OmwxO%Z_6S=v*xzXw!yTkKmfBZ)jRHJ<nW4t^Cj!H!~3CEM0%d^#NczeEl_xbay
zi}i9&;q}Sg&E@6!;$+;pTAtjToh~LrvXEEj=M}AbGRIfmxjbFapFJD*DH~eNM`LEh
zLLMOedNQB0TC7$F-Oh40FRR6t-km)dkkPKy*pS}c-eohzYN<IJj>p|9KT;`|UChr2
zAK+>2wg+6exYxsAujY}M$PTnP3%5%ZN{-&VdX<bNwL$@uJ!v%pPE4I@vIx}yW*7m-
zOcJVE_Cp_mLV=*yvY(V#!$nDr;X-Hpz<)KUS6FgkXg(!iRw@A1pZ7;-Vq`7Rg?f!T
zsZtab?EE30k055Ph~=y@fsR;40aI=-E?$5gV*<-&AyEKvCl5${(9I3q<jcLCJrYY8
z%(&yheIj~BToD5g@T@vN9Q@U2f-EPaDb5|1*X#}Txky4sl_=fAi-<LgGCG!Puqvpu
zqkn`!i*%%yHH6I;a@n)I|2$TwNe7<e?+QAd3^V0)lAT=z-#n@ddQVW)%Nnd!h5<$<
zsQYlbh;8C2LKaI%5&UB~=xWp^rBiORg(MfN?O~t2Qj$LaLp~czaqa+ir$}V*!&N<{
z0@(nlJ|X>(0@}jwrZ|ZWmzK%d4F=+As6bE}po5aBq-6<z9moh4g(YrjxW#-f+IFBx
ze1JFwY0QzR3x`l(KBmFhYS>pq3aNdt7fNwBUEvhsmB3&VWQ2%&UCd*XTB%h?^CM!a
z0p695N~BF;tc@q*)hYJH3-n3;6Fy8tGkjlwK^U=SopzC&ez8o&Pe(1&^H@(KVI_H5
z@cg$iTqWa(S0pdUGqNtMr7_zlfO}B#*lVc844|+ik;!5_+$NaW0z!aGU-w^i)ikz$
zRbdlKNi^p6Afz>%@Jwq3%!Hy3x&<RQ6DDEFdNQs?B1u8t=X#7sYLx0pTG!dC=K+Q=
z$BujOnpLcEdS!N=rBxr&1>llY$VW9~O7J#vg?g@}Hy6M<i$)>wvSKD1qTBz1o`M|C
zOEN-IHl%aLC~k;(eTa3COwgtP$_b9+kll3f_>shB&}1-gKRw!fV%^`dAM8W6ho|a1
z+;bRqEeAWM9k!6qOcXwXsd@Hj_u(Tpk|YR;TpaEn0Gbe7?!(QU{f#Zt?!I1sU^!;c
z;&KX@nu01mee9iCld*qf)#r8FU}U-N7CV~m{yrf@kHgGP0XBb-XDlodbd^I<{;+Xx
z3jz$le}Pu4V6arkQ!>_Vp&sS9Jc@oF)_p$p&~y>0YFeJ-RW!s3-Ha#AX*J{C$GM?#
zD#hO@feO;Qgaof87INnjV1*IEJd9zqBPkIdOnD?-YzIJ8vhfgBF<Ee@b*@F2P9jM9
zIR*X9ueS~beF-TL@>oR|AuNwp&Mg;X@<v3wq4hk!e15&W=xVKAtxZB`Hk`r3LEo;a
z8s-*&z4cP{>o;Ew>b-8I-7Yn-d(rTCGCGNgkz5=NGnppn>>+q!_F9pw0~D%4QS&?P
z0L?g{(Fo?U>-jH>$w-?RC$;yl-hTP!>;LgDe)qrpPygnB{@uU+_y6v1{@?%dUw-@B
z-+p{|?e8Da$MFncT%ua*W_3YU7X^&YM?M-DX`m>>X6aU&>*?vJGoJQl{o3GsaXo1E
zxUX?9#`nla<HHz+u@)PEpJS=$V(Ak?TZs6Bh|JY|g^EBB#KX~azF4+fmC3LHWrEfW
z%td&Xbb>vxrc{i+p?t0o29zyH%u!q<G#W=FKgp(gRppPuw?dG?^c5rihA7l*YHY`%
zltO0PO%1{VvVWgdT)Wz+<@@bC<_Dla*uYMP3^s{1)W4p(7}p>cUabdL%l2&C7>qdg
zkKG>skN@PqpL83qUYuW^Pv5+xG5f4m%DukV6)8}w^9gjXlh-frUw{63eRcs$b-fs3
z>7R9JVyYFh8G7!n&*rzNWB9*%y{c|VYn-2+oGk}9?dL;E0+}+aCxbDPJ35nADmSYL
zR$Yw5XjY|M{$w)C(>@%DGMuz(?LlY6h4TJ#Iq7I;t23>rXHE(9LFO2D`{@XGe}S;r
z03}Motd+Rsz<F{)%K%98HXdcRaRK+RMdu<0jK;9v@Aa7HR-Mj?er*r9xdda<z|Y&N
zYAnk%aADMqx7wIbP*>0mPA3E4x8-!M-_Tn1Y83hwxzmsw4hGW+WemEf*TY@UeFv;4
zpdOT#VmeVR6z|UOIMOc0eNbmq9xzamq)>BNmV<Z&(ZO=*l<v1LaGp-l@QAs(RZO=r
zRzrtNt01|UTX0+fRm&z6;u#qtX~|qElXn;on~<*)Q5;YJA5i%~t%K(x6VIFj`GIN}
zhv|s>9J3jCD?|p8Bg73-5K1F7%eeGSj7VDwDfs}J6{-$sRx%!q0*W6-D?1OIJ9tcz
zLIEEkGXz$_>w#=SoeBVo(Wu8YpVR-a(ZM*EibM&HaW7*|pyZLCDu*5=@<H%GD547(
zIHc&X6I9H{5}2XcDv}*#F2&-NM}Z8>NHLPrjy}W6jDF{!&BUG_I0i(rpiN)@QL^PQ
z9t(C`GT^~R1v)J5wWbAc3nN`vf{d#8y;K%b?8qOWijmsuq$E&0jp>Wo{`CB8eRlfp
z{TCo#SV<$kd5&!zRV_qh`V$#`5Vc^l=^05LZ#Gkj#ah`kvs^s`jbHD1EJVd}B8va2
zu4ZFC7q0lOR;6@+2A^R=<#R>57T7cv(1a#h)iNVi*zHB`Oa(pQTPcd>IbnVVSfPhB
zF%*eD*<~%q#dOf!L{)TKI{9QPlVl5-5`uJM8aJQDz3xh!u8lYt2S8E~GZ=B1^gvV<
zfxE^d^8vjLSOhW11q-;q?Pexn=3aiGOfr0mZhJf^<>WX}GM18*j~67Vo>JER7SA~e
z+4*op1lVb|z#hRb;V~N>2it<pe7La@0n%$bvK{O)dL3_XisXy-w{3gdM^7JF_O>=3
zd}7{s>N?ond;HnnlZShcAG0*v`1Bz`6_>-gx4F6b@UtfmerDL(e)7`?ggX#a0H#1$
zzmJcMhg)0ZB^g=RQxg*B;z|1@%Vb0^26cpea5+AYlZqnJi2;vI-`cB<d4H~Q6qVzg
zs@xVTO%cuZ4>q4-xkt$4YzgKRASt6diCr=s=v19LG9;}H_L>?`(Yu|^jfQ=qCyiEz
zWoD(K0sc~=Xz3UWeV7%<KZb*D`dhhN<P#x=E8ut`zmxE8hEFeU5U+zpJ_xqB6ktc0
ziSuW0-J@BD`Mz{>OCE;|LyyjQo1t806dc?VRa#$No!))%`pb)xHB;8016=xKHCy4d
zM>mGz)zj+O31EDE@#@P)q0+B*dvqzJa+m81;=@!H00N;0lcNx~m7v4nF<abbo7>De
z3&$5dm8=@Az&soli|yFtwAzB$0OHEo^yC*`{qox{e);W}fAQPj{O(`;^MCbU|G)qG
z```cm<G53Q|0q7bXW*CL{TgT2{l)G3`_I34_4fYy9;zxGiA+$ehuUg+*6p9oR^aa@
zt>J2Tf`9|2M&u%421_25X_oi1j^{ij(5WXl+%)aR1GMS+6C(M2+8U#!Y@yc~o-7uV
z>41-A4=NY8=T5KJLb3v&h)=<X+g>ML3tsvHxe@A7nvg56gaN!WbrFSQnZtcQm53+f
zkxDsFqArt7m&>JkO{J|F-x9P{Mlb$-Ma!)hl<{N-wBV@8sv4&nay%j<745eRr_14b
z+MP7Aqn0|Ej+))!vC;C$pZ+uMp)YRMZ(dz+V7tFuTrP*F^YJN2#7XD!a<*QLFV9a~
z&Bo_%-!VsOMfJtS`aNX%)vQsgzI=Yg0s&M$fC@^q5y{5=_B~*T<>++QBNCX;<k9D{
z38+4G;*kA*Cz;5sPnP(=TGb+~)<L_W#NvvQ;VWQ+&*xO^w`gngem$XIifJNGESV|k
zAruAnL~P|Wc5gx3P*YdKp_b3DrV|}uD$_F(hRm5uKr0O};_y6;Xu>Szm|iI%DrU1-
zQQ~4?+G+Kh4I&QoJmMCPMd*17x5^p<k;h^|zv?zM#DUegLsp;&bSKOLD2pe*m?^az
zLkO>oUQn3WXT`-J`)f=`9j@+Lv)AlsImlfK$Xoz!#Vk5fj$02tJtZzOFcW)Z^cpl<
zU0yB{>=gFV8XQTa<+vJ;!}eq%s^kg?9dXe|Q)D4iY!s_CjNUFwGT;OtP)#RTLQ&TO
zQxwf4<aBc=X7P7?uqR;#_Sj52+sI&1tcXr0BPuX1q%Fodc9awwVGRVj!03ya4cD3I
zv=FppL;<@BF0~2z)n#Y%PCIj4mS&S7%>3nIbut?}kB<Or&<anfaW1ako>(v?A~Gf!
zdW$@kW41zgr67#wxPkbCc)CE@c6di7QjjZ9@BoNGv`9-~_G^;UMi8&gPRQ@^nT`aj
zxd=B&a95Ht6`NSusZ4Sl9{Np3F^@~%T@v05dP<aEQ<jM}(Bs7crAEa%#~b|TEb<Du
zVU1T%H^b8pb#``seRF;P;yF}g>h{XygndGeNi{4F$|{{l+^U&pQrv0-p1P7~rjld>
z>6aXEA7#3W=p1;J<uBP{++rfYF@cXflTWv-!qUfCO=<<!XfX|%UJt|t?H0;|Qi8vh
zio>RWcvjD5eP#>eVzU6P(@TgFaz#M~GwUhF<g`czQ)E;lhA?6mE(Vd3G$m7v$beFN
zb?V^tN+}lNSdZG3+^All9F&*<ZytPWD0nT3F)}H#Gh9IU2#aoqU_Ul&J!A00eW!P7
zLy{MLEEc04cM3nM-v`6wVlju+h784a(sp#{G|?IA6zvxC&X!;^25rXeho73ZHUNBW
zfA*QrczF2ep>=!PYcxo<V>jFhhOD3b_~DO#y!q*aqpi)K{_uw=`D7SPdwYA&KsWF1
zK6_?>2DWc78_m00J06D{;yqV0KZMi6eK{O99Udu>C<HL$(Qds_)KOuDtdsO5kbEkw
zWjQM1$r9kC;b;nY1+&5EcUl3XhP)O)TQ0}3)qE5R`iVsn?Zh*{8<lP~Lb`m`x>dY<
zQpnH3aY*cf(;nB_ZhsJ#6T{I2w0_9rB%{H~n{In0CdSxRc){Oc`{d)M=NT!|#oB?1
zEs5)nSc~5g3b+`6YXzl}QTRmjSLovo`E2;`<G}ez)D|+Qr^{-!^7`egS9c&1Z?St_
zE|$~&a5R{+Nmxu4`Gf*SvWFU0u0l0gjh8Pj?mJ~|gioPRA+Wxjtq5i2VrfoW>1d1q
z7c_5yl?riDs|~aLhv^H(ksU1&`?1w@%rk=?&VjC3ZO=!mH!r_@_xhXnpMQIO`r@1S
z-~Gcs{KLn0%l`fmeKgO&<>l?5J$P|`_3rue@7{j-<;yRwmN&GT(l=Dk<|g&(YCM2=
ze=?lSdy{#0dU<kYIxynX^w_KkNkmlFz1d`xy#ZZ_5QFKk1i2dZI`g5i2wkF>%0XTo
z^#Nb?=O+uW^MFs`T|vPb4T%S0B8{~H889#<rMd=WQAorHf(2`IV`MTV9c!J$G+r)g
zfO*J8wVUc>P;EBULBC19u+>m|txBboU9HC*GT+sFt&*%2kcsN#6T#Z6S>^O>)~V+@
zTK06-8MjLFUb$1vQaab^_kmgc=|BAg&em^VoPG1f{n=vt=K1;k)yZnqJD-nlFW1#d
zZZ;oYUtfY@olVA9m(aPcUO&HquzGv3rV(gPnPLxcM{C%H3&C$oSf^H#al2ADn-5nf
z3%YLGRW2_%EMB@0)oTxX6v_?&iJ|F{#{|od%d1*q?^Z$wBh-0$dOGa%@ui{Z(f^~S
zlW1y)3aJ=^!LbzZr{ff0`p3;i#OGtl(yUZ-$qY80lM(a6l+^%E41QX6q1-yFlxCJv
zY=T@idr?KdsQR5A(%e|)Yvl?KH(HXxM=(P0{V=9seqxnyGVUiLVF)B(tFfuqK)3}3
zw9vewR&rGw`!sqM5@A+*Y#8CR(`2Nn^c3XTl2G^5ZB|#S1#_g0n3!L$Q-K;uM3i|F
zZ3+$pxmuc4ln|pk-d!@46qx8M!jJ<HgsWd;a~fgZ_PagR0u1&Xs7!dKl~@Q$m2Peq
z1x(u9?!jtB1(6Yv1w@p3L`toEV%RIv-gvOFi7ZA{F?oLu)bs}t-b7ZTln1H<Krbq;
z0(g+3RFj6ujL}{?9}aMm<FjEl!`y=Vs05!sL_&>NqMs#l5Jx?=(WD>%T<A47+>3$)
z1YlW0>w;<(_WDJaA8QlYJ>rCTf$)H-N-7rcG1VyCD{;8d_Tq7Zyr`wqzT@MpBt&!^
zmJxt|Ss~aM5**~<LW1>J2UQVivs*Fw^T(=qq50NcSB-!xIY-H(4^c_FumfY9lzM&;
zvr~}1&R4HLzqq`_jqNfSv9&9K0FHMG&@qamwzUe`HlQeWxNb)}=&u8>AWImD;2fH^
z+f_Oym~wgkLyT4Nj3kVzl{#XI9L3+B76LW;0F)TtWzy|*wL-U)YC`?=I6>mGOyvI)
zK_9OiX-A5`+4nKU@e_ufR=zUd9n&4-BI8`d=S&H{W(Jl;oEFQYt(`a<;g}3mmQ^yL
zS7usX8WyR5d;u)LRcq$6r^9i90-CTy!velgiXP}XXSk(e(r2~XX<!eyfyk%AVOEeh
ztKtEjeL+#U<G=ue7tPaSG4Z<aQF56M0uHm+Y;YQOjT;ZmI~$I}eTG2Ds}YCQw6*P~
zaLTynC*RF>@X2R~PoL~Qdbt1O$&(-d=-|myr{Qq-=|ct~A}7|P!`&wjcQ>9K?riOB
zZajVbbZ_^-aCq#nd5-oEkM_5T96D_Vy0i%sv9>$d+ZS=i#khpBgtW<`aJ0LHwu1|n
ze+)XDcEcgP+f0Sb`4HxlkwC2wSCipXLQJLNv|H#dJi9puv8@bQqLPYB*XtF$7}oa@
z(T}YbQ%An2PUkc7JT!;2I~`01sEE*kIT6wGO>0<;T6)pT=tZF<YY37F2~xMX7jV>z
z9@H?pNbt}CU!`e`lQNQT(CZWsnRNmfXBMaEB?w932&wb&)%nHS=l9DYh#rog97NfF
zbAdUXjTQuXsNNVf7!TD}se&@L9?yG~8hNf-zC37;iVz~@e`J00;*wPkI1DC;d>ljc
zSTV3Ky?2!tjxd5P<nws!Hj9Z`aKL54sK<40eR=-!?)vTR#p{d3&71o#|Nig){-e25
zfB!%}zGr|#RzqvwUtPYvz5eR{&ClO{d%e2mzKn+xbIw33El2%RQpDZSv^O~!uC7+M
z#|NBxaBn)%z~!J97A1F|AOxF0fcu5sX%fNx>Pv>B$#9ImNV3DA4Y|FKCKL9LS)H4z
z)~dzz=?X!Ky<DFAh@un=g)Gi6uMONyTo!QK7jh}4FI>RI0_Bikwll0vm_I57ItLZ}
z?OG*SQWXXm$YC0h`C(@|9rReg6;r^l08}v%;RvTqcexn#8iiRGGyHTpZl2G&Yyp>$
zB2Fe$5&!W&`EQUjsKCb8dbV7E)jAms-n_U)_8D~A@7}(>JYQa%om`zQ*YnBU_4Uo=
z`W4&0#b`3@&L@-EcnXfJiS1uQ>d9O{<{I=?v-z7Bu=5+>SX)dv*%Zu7tx_J32emRQ
z9WRZIGzU>A3oC=hG<I+0Y^vYDbyfWN*I%Zo<iPwAOGQEwWYkH!LFY)hSYdZY18_c*
z?RRlgw6N$DlS$-y5{^<ZJn0UQ`q#@fRXL>DnCL{0Jq=_)4zaW4YMe>tfUD^cCU*cH
z#d<oSIt{!h)@7V>+!7G+h*p7kg{H+z2HbYo8;{z94{%NwR8KrhRek%01zTf0IqA1)
z-f`I+K<wK!b<m-`GtKh=Yzn<=$jNtnB7~!>^BYo}fH<198j%exU+4o?%;BjA=9%?d
zodJhGF2)+gG95iwyfAmEiC9X4sTxd>q75^fm1D%aq!5yk%XkE}N%ng3@fda&NECY;
z&-@M>!9Z**yx$_ekn910BGMG&x9a+a`RIT*Esc=e+IUU{a&X|s842VFlN)>XW(5m+
zIp}s{%%jn=rIj$%v+G1&0IR|bbGBa6iKoktFdw23O0+SH!G!=*=5u)5!0ly;m7nA=
z6ZaEcKEQX-`?2EaiAb|0>I-DUGGNk-5J>o7dm7ApJD}7Nh$0>jc#f0^mn?++9@~5a
zSx!KFPB48XNuNce<DD(6WjXxtBnUzRstyH+8pJ4%omDP*5H*T?R3c6o^SSB#2Jd$J
z{5gmZtI@dq>8DA*KP80tvU#NAY@(J&oJ{8<A(XV%ho(i`P!k66M7&X;+&l(J3=bG(
z0GX(m3A5SsjVr}TwF=dN25KN$rBtMxi9&W7z*Q+^=;J1bC=h2(B*3mRLNgOqL6z}r
zxGZs>3%(W}t%S!4eTxy4*$f?zq9}fo4~tDQ&Pts8^X}tEEmg^c+yn=p;`0+79~`E2
zW;?dKLMdJF(@4eSEXj5D&NiLoPq>xxnxsUR0g}5n76=Mp_K9G?617^fKrr5;2hxAU
za7Y=Y`^exo8w977Ph+i&_NFg48H2-av*T!&x0ZDumzQDVr$1p5qi={Z0@Jfko%@s!
zJvBUgy!GH`Pd|BZ`1IMsAO7&kPkyrV@PTpXiTQ8`BH8Y<Cr=-IvhnEC-HnaM4?aCU
zI^NpcIXE;~%nktf$A*K$ou^Lofz@<K6#$`QugA|pBueWjwFqt(#oQLdRv5#TD0s2u
zTTQSaL_b3gn{-!Jkz#u91JaaBi3A%+x}*_F$IwEqp*13@#-Say8jVh;pJk+X+QDMG
zsF)8+)7h+4EI6H(Og0&CTls2AI0#dMPajW`g5DJmC5U3;UF0YPbRtM`JKfp(9=x1}
zS^>?NB01W8u=9K1--4vjNffZ|CFHWOoAL-^7tr3K^2Pe>_4V`RX!+vuo&eW;ILF*_
zIzPiE$`S;o4v71HwLYjfu9jzXaJP#vy_=0v<MiY_5|q<2>5CY|2}O)y^s*fqorDyu
z4uIZ1hnvyMVlWb6fXHz~5Y>EaF&<O+hznxMdb2mb;@o^ra{c9ExP0^C-M{(Q|L)_v
zWq<#OKALBsS?LctldJXm-HR9Rp1%hC_44wT<pTKeO1=O)opP>01KwBje2({Jb-B6;
zI6Yhyn6;2fq5+~zKAIpRK}incyC9<!hd4n91^qk&^oV{(zfexGf{aY2<NmO(B;%7&
zf3=vikOR!s=YCu%R|pGY$B#q!#Nc2-kpN(*<`WEH(ANn@a-B#~DXS1#@>L3$x~rh_
z3pu&nD0iqdYl6e9^x0%KK)hG$Rp9N^Nvp_EXEaf3xyi6qNQKsu*2$o`o)5=uZPc!U
z3mc7x*nocU2mfs(=p1*oJDtjf+BaBECu9~eO#wt@^uqe}{PqefKEDvGh%)vY#nT0*
z<~~i^i`nR8++EKmwW2oekAbew$0N$MXFcup9W6f%jI8x4B32el7+EB&<&eJENS5;I
z)%v6cJs}ytI9n4bViyTUanS2YVg!^a#7ZuTq8qMhf}x9@1!q!hV_BT!84yhQs28dv
zErXF-xlZ)6l+{6|RL*q=1GQL!_Xx3*`{1Zix0`JtQDlmk_Xaw=UJSv+z{Arj7U39x
zMdR6QqfthKkn^)KT643}P?+5tLAPqT3Zpy8N=p{TtqwMLKyd7M`;F$HR`*zKSoH`-
zzz=CuplgKrQZ!N%5TF%NA&l1UoPzOKtvz;EE)AlI9aOMYu3$m0=5k>dex7twEo1bf
z$_;Q<C7WY63L8^!;B4nQkL+1%)w>*xk#1-|M74-xhG$Kp15}}#L*C}DMWoS(<;?+8
ze0P_?T{gn2>Y$Q)f8(j`*vNK<SSaMEs2GHwPkc5mNz7e59B>nKj#5QrKQyr8z;fR#
z7ce=O(lL^vHlu+T?)K&)8O0#u1Cpj@sGrODovv8WAE%ns$1i-3dP1-e4;N8t10vxR
zB^;$K2#TrKZ2ACMjWJ(EC|G0;WSMeo%7!I6tYv+%Xw_Mub{o_$0S8(>UqnpNM*=&N
zm*6lX69Ll;dwscRq=bdq=Vmpj`292(YN=?AK`5`Z2`A!fa#&=SW5p8uf*R1?kN)@v
zrtR&t0Hn+b;0rmfoWL941?n}_N+XKbGijbHWTi>1Nl7=uFfO%DxkRRd5Lyjic)-n~
zQ+B(PK>?a8GzmCb!&-SrXG1hHZ#FZuic4Yl5q(MC9&qGD0t+KTHetgwX-9n`b%2;C
zLJ0A@m?2@trb9Gf(mmwm^DNrTX;DmZtgu?KS{3-PWQc8sbIkcA&1^WTWGS}+02^a6
zB;P>?dOk)pAj2AzMLa_<;w10Ggx_0BCGv8lz+~?7a7+NDOV?z;YNvO=d1NAj5oI=W
z*l6qV9vi6=*x%el*QL0@y#0)LDW#&s50TD}Hl7@BJr23d*2BZ2t?m8KeipGES$Cd2
z{p3gH?QI0HW7dn09zFiaPxd#T8TPg;rbBd?r=Q~WdU~|8X-4omINaaf-F&*i!DMq|
z3r33j*a(9To4V6%vKWt`X&oILq!9NURv%P+T#Ht`Oh(*PL25*Nc&^-JlvEP1L~W1v
zQ5uWcg5YJ_C{y>KuUwOn*?@kJ0zUjm2rN%g^!f5xz-i%9u^9BBd+E(V`9gZJnAh-U
z5POEdLk<F%8x~S9FClV~T&M-6Jw~qpXKEI;h}xt)^yM{Tm<vlkRQyUVSudvx%tjF*
zDiSc%1u^<Hl&}ClR^kIi2pu$YDD=gfFV5#2c1a{%gR*beI*alAbhdyPNnC>7IxaY*
ziLiR!tZ!kf4zxx?t;`4Ws#=RnI1rNgc!oR|+Y{F@b}y^**aF>)xyxm;*p0_-J1vh6
zyTxKM7#&t(k0yL{om!{g8ch20i#5Ti3w~WJPG4TX`1LRU>Z7?+fB!%}zGvX>?(Sr~
z0PFtp`tGaOZ$H1ie|3Ee0Sqe+s~j{NO!#1yM{UN58J`jG#b^bDcS!fZXo3@t)0nnp
z-1SIabgpvILr(zD#L-!a;GD-U8`5$mQj8;tsr%j0WN^A(UY}n8-lTjPc6|a{GFFyE
z94HYGrV@ffGNF}m$olHFoL0%P45H2~pG{XG7t|_*F!6z4I;BAy4nVC^1)NzaQ65Be
zuu|7bnwHfn=|(kIEvK8cbfuJ<j5?Kkq>>RU+1QL->ImX{X*L@d)B;<8fA)ueAO-!W
z%lRvgP3LR4Sj}pdX0n?LB(M2$KEAuVdHM4Bc-a5?>n~p2U*1z3yFTF`r+_S*<yX(?
z2m%<UlIzh_Txt2D-rEwoSakVO>(%PTDZP(SP8kceN=a?Eu%)3k#puXx)+=1Qa@j17
zeL`aiImG;>Tir^4C0Gkq&(Y3$ebD|jsHSR)y(R({_BJ>BEPtS1Zzi}0k$3R<2hDDd
zf^rHIOJz1crCgfQsJqiM9JBB=i16bD>D7xt%Mpb`08R-MqNM%ftI1qTUnD`WY9@8D
zzN}XIQ7NTn3k-^j*)k@RH%Ar8K#Rg{P9YJQIOZ0rt0@HR*0`VRUR;c42{Ba7LSJNJ
z2$xIEpkIK*YqMCR(HQi|!=3$Bqs<(VPJmw0(|<(j0(Qr!*;M1)TQktYnE9BO;5b3M
zf?zgjF`VKq_ZL(K4Xnhh`2>W551~Q<>SnW8M5)tbwh%j^gbLvZNG?!uK|eYMWrzW%
zl`RiHhSy0!LlDOo<%x2T)j0=h7cdI+1hR5EZQko9mq&MVB}+n3PKJeQK5a9>YZCDv
zKEJz85k1g}UR1FN*cGvqBlhAmCkRi1GV1e__$y`f${xC;6O=y06&!9X#UKI{ViBzJ
z#0n5+Aeshj*07JRB`1}20oyUNHG~JUlO<GOffm9<1>}drEZVI6t%yg@T82G7B?Rw6
z!ZwcxmX;#Ppjb=B8)Od^X;7lAC&I6|+sTYK?9-^waZ~JPG%`-J)Juyp)~^!QvVfNW
zqn=?*C4h86z?gUXol+weR@Arx(?GBAj>g8#+O%CI(wGes3)LN8i9m>dPtKI37-Q!U
zY%jcen~RPfmZA9J6G1PVQxy*q>`?r09=q&zqVFLF!g0-$q{h7&2{V1QN!f6$aJUQ6
z2<IYL69ViSvvu>c2P`m2Nf2MfDMug(xD(ynnB2%IXzBE7G&q}2IDRnM>gPLF#v!Sg
zVs7^X{)z<Lgit8iq?Wy1RQUn$k~RwEN~Q?404qLFbcR@;38uYy|H(tY*{m-X%?8uf
zGwc2VV-5oZi)^o9&%M84+uN`m?3s7=+=qv5U|(CbJ#Lt{Hi4|}K6?E0XAhn|c(A{{
z?RL2h%u&$<D2c5{pKU#Qi1o{CFdS@cA8c-*$2#p!x7*JsN5_O8Jff9h?Z{zw0B@ny
z+U2x(oK}qdI6oPC=p2Fx#sn15H>CEE#~fv-a@n8`XQI?eyGywg9y(5KG|4g_@%tLQ
zQ!bwA94!*OYZ%+(0J_MS$bpn1+&w?XVoT(gW&j0-wc8pITugL)E#03G!sr!Zpz=B$
zL`cvt`6CEi$Zi}`LV}>+)<o$=JOnxc9ffM4kPm}tn1WG!lCngsk_SRJ37~AS(7*Wh
zyX9nlb9S?yfn!{ax?>u^Cp|>4*~MbrEt9G)fN;f5e6zZ47RvnURGP!qP?6%m_=!4}
zDb0u`gAR|wXm(p|#Jk)UEA2uaixU@|$L{b`8g^u|ni##zPKy;rELZeFXFTaIXgFDn
z0sMe`9bc`^-@p0h<GW>l|A;=CXW-xd+utuHv&;3>{q^%#H!oh_zWV&`<)qo7d=1<a
z9L|2Lx15|#`^Z0I_K)xH-zahfauFv-XiMOX$PjVSqqG8-1(p(SE-bU6q68L<LpDG}
zpTkEFSP>2t%LO%edv{%7g;p*uPUfi6j3fMyJ2w96N<Lj=+X%vmb5u+Q16C@hm;}{q
zf|eYvGsSGWO<EEii5r_NHi{Vl3plE(WwljRNdPs<g(~d$Y<$qsy6}uj>Cvc}%PNCD
z$;kAem0eC6lR@k9l!a>N?(Uq~OU<YL{0D#Nvf8fBPj4<4=V$XTzj(Wz!&x1&u3XP&
zSkxH6Zm(9?m*;Qa+)t;Sv$K=S%gfPl$iE-9E2oR$m+#-5%@>fv;dhO6jDKFuNc4td
zSk9*4YsKl~&VrQ8!SUiA%UqFQw1~+<jFeV|3ckX6wZ1sJq@aA<#X4PAk_dwxP|*v9
zs(MW;7A3(y8)$vNn$d7RUnmxfEEfnNVz1I;cS2ZA7n;>320091D!o66=%iV$t2s*I
zaCZQDWmVy^ntV1hq)=>oIB|7|KDND(9>&TfvRPT4>hqums2|3Zp5sm`%v9}KlO-L-
zFu;=7sG<TRR;HTE0O};&o{UDJwex~d@dl;j1R`v$N|ds$5h7I0CKL9ka*aeplhhXg
zQSJ^Ig`J(5fL=J@uBzp9G$VO*&8G|(G^0SjtU(uv3YkQh^+SO{Faj!G5Jj0Wm3IQe
z46YAg*LqD4W@4T0E3pA*Y^TE|9!VDS2x~DkJ>qYK<*~lULLuEe6Bc`wG6M|warhMw
z^4YMED@#R~wRG@1i%YFg0^G`Cj<RN8XYnvMBVV~#K0iN$9&o&S7!6=Xa^U?Yc8A_o
z%oIRraz`LW$K=L73w#HK-T2<w(Li%$LO=w}g@xno?SO;(sh1cR3R{!2gj!&~i4X*b
zAAfkv??siuoR<-Sv^(Nn2YL>|k>}_r;)A9Y(wKi;t_-suTTUO#J3kmMj9vf}@POrI
z8J1T%h-~O*)b9@lIQ$k2{={9HEwE_?SuTjkWnmU`#4X#fzanxqQ>c9?1=BM5X0g;P
z;%qMuv@#4Xey~C`1gHU>3LiqyZf8os>WL8(_!T?fuqP0-xjw+Yyt3CxMRmw#YGrVy
z32gc-yIT}<4|w4@NJPT2!+}_*yWN~Ns)%HVGb@I$kd+fMjo2YK+*BWCZYE^5Xv8rn
zh4tE9Ak-4!a2~}x06Gj^k&P#OemR$jVcvtrFY^Zw&^$IM$D~ckHP{Xg1g8tsSj_Lh
zw2yC%$DR(8zNGcQg8MFHKX&YGIQF;TOSty;;vQ$fd}Q0(r32k@WWa3i-rw;V_Gx$w
zS<OC^QNfnAyS4xDq2cip!;>e6Pd0Wwd;ILdr=R@Upa1Aj{*;YkJQfFCc)Y*2`}9dH
z9JQN|x1K%$1bVo&Vcgx|A6Y)rsfu07>!jzJS|6mQFfIjjexKV4_xSOH&m1OGG7^?J
z1wfrO99Rwxh_&Jr<MYm6q)ifV3S$zoRW2EWEJzBb-)Rzj8njAeM&|P+=c`;Y4wM-D
zUJ)i<I?-#_sQswbt5yo%X*!@MSEqQ9Vf3)d#Q2EC3pZLk3>)7s0I9=C!VWPe^DX#}
zXkVP8D4hgpN~i)SSlI7~i|(l4#-#xG>q9sNWULtUQ%)2}B$RKy`sQRfy*($feKY9;
zS3Kw5L2CYNae?Ejk_P0Gqi<q4p0CF9dcNE$)1uPD#fPk|gd(bfmW{s*E{DTzF!}8+
zkHv=Bo+;I3c6+QY1~9wH%-rQh6+1Ne-P9ySP8a6{&_`X`PC#ETT3Tn=8ZAci-~9S}
z?dzi%RX)N8^8WpMR%S16?_b}cdcAma`}*_SSADID$EK1ka2wK5EraQ}Gn}^ji!P0a
zHyPc=9KrTXV{)8?V^H8A%rJ&y2h3NF`=K`gjDk`RIS8Xb3I`#mXN&1PzUz9U`ug<?
zXj#~wniL3vN!3e};rmJ8n=82#mhTiN*_4t@K{}4)3yG4>icb@ZZ#O7B!EYU@mdgxN
z%o24K9;1Z2zM-khY3F>^qds!dYr+ah$0TmkCsTaET&E*UL?|>bZl*8qPUx+KRNrSj
zL)7E?)u{d15B`YOq}R_cUcNZT;`Zvr-K5)mb$9jV<*U`n8o(7Z7Q4l(GrA(1*H_Cv
zve#&GeF@R#Vli%xTBSy*3~%BLrdUoXmGi6Ba5*EQn1C<Qs_Fh05bheND>Bp}vERp%
zmM5h}=T0%3uWMB2W$V@2<?_5+u0dE`lDS-8GFDNcf`7ORdOn{?go1MtU#Vz0U+xc2
z{T@GSHBQ8un!_qv$Z3+FYj38UMLvqdq(WTkaViGX?zCsIG-t9*Ab6x1lf(edI=QUk
zK-UEX!DUazQYET!!{JgY&3z=`wX>dJ`U1MBGr_<*<x;q9fi}?mf{PiVc$uDM{oGB}
zGWkbYq1%Q2f_Q>?jBfQwLmf4^&&z2ALTYBdI2(`W1O@0v=k%Xu(u<S+i#FL)g=2oF
z81kW{MJwQTK{ny^jsepSWMe_eY2@w<S&JAx7<;bvk${7dk&HRc<UxZP&(a5Sdng?d
zH1?%}mzzu|AhFhjX5YjT$IYGjD#mRJ)J7O<5M6}ukLXfhr^zaZV*=@U<XqIed=luZ
zlue|t)s%A?2U``v2Vdjr>Jn-eH$h6|c_-^b8hyul+`va(pSlFfG~=NN;R$Y_Ee$wk
z9sw=vaUE@LxJ^e<uRUNfGcOSoC9MeqmXA+^mZb#Dc@cLycn7RjG3e`pFDZJpWVFFg
z?6efZLAdvl!xDBn;8tPFXCBK!5cN3|EIs`wLZL=F4GtoOTF6FE5(8!vXnkOMkmTrn
zp3P61HTn=M@NCQRc=Us}KkjqGnTPqnsxjgTB0wRvRg)|+<E*nOkb+4P@i;`Q5d%D^
zv5>>52w@!Nz^4cygJ{c!+;!YVp>UP1RWXo7yMyc@3PFoCV6$M5gV;~2qv980ZhzSB
zh`VWc^iida=PeZs@O?dp2SM`@01eS@=EnxvLGvc^BO)Y~KupwROF`RJay-vUU88V2
z1`n;8=cQ4qtbUn99Bvi8Js>tqrCvi57!lL3GNL%&7}Y2-2cZV~teQ>HX^vCQeRL2D
zc=C~8T5!nDV{)c+2Jy4WZ1%P{Oq&}FhatP&zPIDr-+{))cJk4Wf4uYXp>21^w!LL|
z^yuK>XPck=lz(I1-Q9Zlc=yTU$DjNJ!|Hl<!p6(6z4_>qA2HQ$KYe_-w_`FK8Fsdf
zdo*ruAMWl59*60050iYr;Sjyz{?-nSxt5~?i_zc%Cb7HEkQoXDXgHTesucyQ+@N%T
za)pcLB_7K)miI<1)YJ;pDFSk-l-V927{^O|oY1b-qSx&Tei*z5#H#fcwix*x-UGcs
z-|jdr>V>b=Mg*~gkg3rd9&rY^tfV8;XzutAB>^Feixn4SY+acANofMc=MsV+goBdb
zZVq{Dd6JUgQ{pT;0$hZV&D;(fi_)wT#Y6Jd7hjCp-MjM_r!(BM>sg;BJ3?D07t1SZ
zNnjAw@>)txUM$aMJ-t`0Rl)<-L9NAT3RXH7&t{OggAzeq3M@WQCfsnmy>_?b80VVP
zVX?X_Hdc_(R-v5vUG73Af4RD>t97bN2JOkPJ?%9{0D+jkzWVChkMN%T{X_a#o`HV9
zkJ%ed_^UTx-d{bxJ-vQ=_ZkyLMh=7gYZOc4?qD@pi~(=9yX(PpIa*N+;djuVq62I=
z;FBX`M-Xy*fK-4eX9t80CI*2};0~BTIiP?W1DM`cABkvM`R3*f{=?aNMuZ<OH6T|u
zhS<?ttvalD=u(+XwuJu|TTU!g$l<-u47&Y#t;S`9jC-+E0PRUp8l8hENP~K@Sx)Lb
zaGAt-P^ICuT~#4{QGrdhP`#MEy<FfA>USW0RT^6A<?V`9R<Ef}2i4Q{q}?VoU;Duy
z{!@$>w-+bx-acQhXV*6uub*EMeth-(dNrTCd;5xR!!wE=$uN@tY*oOmE|+tbiPslv
z-Fx37GF?488DE{j7VlOn75;0nkfHaMh}>#+0$X<48^W!M;|(VFH-bGlrV9XnF&$?v
zn^%|Z6G^O4X<6o=myW0BqZuWGC&MwQgqJsG<RuCIWAdQqh-pEI<pe)qc8!Rq%nXcN
zU#fG!EM_2XU16UiTLd+trRA6|VgD0tplp{aYQ_Uzg=m;KKQ@1?=2|Qi_S-DnxybHO
z<N-W{s~N^64$=6jaBwkwafLk@HgWG46`}zkGXp#>>Ieq_Loiq8av-U}T%h^%>NR$7
z6bNZbaM7zFNhw5M^QB6qE(E9*j@F7r@U2OOc$S=$B!)3603rgFDAdW}^sutKL{MTk
zAvli<agj7cGVE)YbCXUp&F01DCIv>)9B4Q9CM-Z~KQW$J5B8uF;7lV3$t@dd5%R27
zU`*2GsaB;7e3$!(E>$VIa|xO{k#_D`T2TuJnV$$IL>RhY*rM!l1I2_7%7BteBAh^z
zPy~4==rd<B2}&J<5chxJz-~L?FF$P99Pd{l(5aNrUijcJf#8aFnM@RP!l3vtFM05x
z!DZr}9<W%@zA&wYTvh}?5c!NlqSX{}S+fz?4j$ZDxS<plX91UhYJq#oV=u84@;Ir6
zRD!;0Mq$$jup*CdKj^~-hStQS)S`h)@?$Mq%ukpKlF8)d^$ppQrdEacs>%_1g7g;%
z;+ZVw0dLxD87T@zHO))hDv@)9)1`6PNknk+i}qv8@MK;2Ea&A|Cg^MH?)oT(v{E9%
zj}i5FpzfCwkrINY)5ez-Y|bVwPBh<8h-x7?uA-I5pD`l^3lv9EdFgc(q!4&9P<2Vc
z534<BG2xVBxyjHaIGjh@ySz+fY^jg0VBpVYFeS!t;8%*|G=`0Gy_lm%iI=_*S1_~D
z-(4aHisl<YG>apwWkaEglJXpzbFnDs37%n$Z7#!}>u?7un$xfo^&A8E3OTHb&*eQj
z#2W_gBS3%xxWwa6ZM)mRR6SNpT#jx(dgMN~8lG)X0eSrNq2bY|`wu_0AMAi*g-UVo
z^vULfpG3nV`5h_f+u7J~+KxZ_<i~I)SXdwJ?Kw>**YOcuR7lOH-OVGikk2;IZ5+pT
z;(MU)SqG5(Wk+ddxoNc;c6Y&85fEl5g1kyQI>%75!bFdm$8za7iY&`Px_&ra)+*Z7
z`5Ef~&?{G`r&kx}*)%1Wa;wb&Ha_SN=o9n%1-LID#r!@OC(UF6t9+240Usr{6_{)}
zn(Es_;9#uPiJ*#JSwIKF7{<(HrTL2f?y#SACjx#ft-AuC4Tr(y@wYg(Vbdf}9E-x#
z_r}6O@<hM>?z>TY$T+004yg03cSo)6^(h{(zLu|WPOW4Llw7Q5%W<RKQMFkIbX*yB
zH+*{*j*MQk)IsnjiR?5Q!F-{2(ee7h`ekvM9X8{!`QYIAz+gT+qH~;%m4?=w4`y0k
zYie!WU)_4IRqZb)XLv?{C4MY7>hB-NNB9gdePNJ3J30N;SHF03ho=em*E^VsEOfF_
z$at7<TVvWDdxP~DFu`CoUbV{gke5g@f;dMMy~YJbB>(|9lOV0=5TsxQoj;DiBGPoj
zU6l^jIDVUQF3XARhK8Pt6|2D240C%ABFx!(jtZ8_WEiU;cj0A!|MfTRPB+6fT#12=
z!t({C6y2=KLL^JgbQaeZTdhor-=`Xtbib(qx@lH{msWELsn;ltdX-L%W}ocYyqlEW
zqh1XYexsaTk6WkH&dI1gXsPXHg+n5Mgn#ni{ef|RcRlUDxH~^PU(LqD#hBj4@p9V5
z{Y8v=u~>9E&HLvU^I`jHHHBu68hE;#;<s;TMNp+cSx19zyA5-!!K_#+Hfb$m0HYYZ
zl*<5>ZPn_iKwL1f)^{}8dFGW|eOw>-ocPi+4Xu%(6Vn^Ow}vy$uwww^-qKpX`1;qq
z8gml;H)XK2$o|s~FO3ugrxuQ&20*N2gK0fB+s*cRxec4VQK>=;A%X{kdNpo=N}~+U
zZDoVQ8I~R#k4hn266*-AFOZ4s#89_XpUuhjxKgUY*4Bz;+}cbaSd^iN<N1eP&me@y
z3BduAGrW;rqc!Mscohh8vLonIG8B*23VFhw$Rq5kvSC(lTuD<9QsdERHl49q?dVtf
z+k+NSqE#Lzw+%*0*jZ7`zh1wed8w$<g~a&eW<wNYsqJJT$SQ<NWi6{TC_#}!q+YX$
zq{V0@GRfZAxVu#^6woxVqoAin8RUEc`Wex_3aK<Q)Q7ep;FGK&1>9@&U#qYq#6USy
zU}D6hD0;z2>i>`Mh1LguUh+D)0}@6fo)7mPYMI+%$Fo;RGavXVEn;fzHUR$9o*XPB
zv!xs^y<EU%WB}9KIR!!2SYlFK5Lh>BnG{Sjy}rjEK!?F*ExDaorvgqF7)gNq0)^Ce
zGYdqoai711a743DMv^GR2^=3XePyL!4R|pEn#qs}VQ|-7WDpzNMguwzvk*jxJe5F5
zd`xSWqp-)#R=<i-uvF~u#-;VC28NfOAn>->*Fz{~yd5j7z3nzASlx1!+6l6gJx$dR
z^xO_;_N;)3A>?_mdDVJgOp8*U@L<48wRfFqEfm5q&(1OAu%IuI+ytG`Dda@buQBNN
zF@m)168dM2EGHV28kb@oJ#L`*+^Q_<9g+ETNr^TQrWh>oaHeC!Mg=~tVRO4fTDjL8
zQjx0Q0?IU1IvRXrirLbVKA?26L5!Kl%aMh;B?1T%4EZ3D4ZL%7A+>UOXrpQ>MGXO#
zY<&CdG^12!>a(Tnq3_IgObk<US;8!|jC+=yXJ9?tNBeQFO)%@0F!R<Em(`ljt51LS
ziQ(B3R;Y$&pBbM$6k(@6du-Tvy#3ivHy`}ex_9vGr#~jU`QrML(rR4vj~_m;7<bt=
zn)bGgySw|(Hh76qz^Eu9<LR@Qj`sH`0Cm}2R-*~=7MoUp-<zBScDJ8w`knZiEST`!
zHj^B%5qOA)Nu2<t5Ez6inAIC#Xa&kUD!IhG)1)Ab{q<zfYiX5Uv)-+jTa7%n$gmuu
zSi>I(M&V`?ehCKgjB@ZIK^Z~IA}U1{DMGF+5Y=SohzJ%H-FOJ-X}}D|CnZOSn#?d%
ze33+zo03PoxGXP7yFlT~L~)e_=mC-hXEvLJbOOV}X))7<`kU{5v6@}HzWaPOIH?!w
z+&kvo(dlH_t<y(RZR@`X-DXbb7u`~|kyp>Ab43g%1dzz_bWACvav{W0k3dQS1D?-j
z*AWwLxEpTkk(pvgpWS0QG#>5joAwX+_imeez<gJw^P~=JkmO?>mqQJx<Y3b4BgB1#
z_w4T<(#P@)FnrN0jYIOw&)>d(3F+$g^Sf76*l?VO6JF03X6@mkKbdy>^TA}=8K3m0
z<8~X|N-PYl(1R_3<GkR}ZD8C_!QJO!GYjFc7x|0(h#!V09vFzM04UfCv|Ek0@87J?
z&pO@S%lo_exH0K#%Q<)ZR)0iaG&ZGFIvIWQ{>{rbuP~`+b6F5sSsY)PC}}#t4aFQz
zdj&}+B1ZstvskRE3Sd<NinBq3-(U;sw`<c;YjHx4Be}f1R*>f7CR8!N+{;npdO4W1
z3)ib5bOv&kgLdnOfBI*X<o4^8#i-LL=ij4ztxxzoR|+YHt3hYbsCQ;lY8zXtlL5;=
zhQ?Efs+~r=S{ro-=qg<}s$7Gr+U0sVXm>>+O0`QilWbPOmR7qhmIT_M)6XbrOi{q4
zDO+T|!VH{=B^xzl1_jsxkuDZeob1CA_2NZ1Ig9COGRBsySWp|15P)fUyBuS^1`f(M
z|3~Nt8!8rjKDSrR0VW4HrLh0iC7`Itni4UmkgiY{K>Pvt0D9%D->;XUD@ACB1Q*JU
zpj{g$W&Ma<ua;SS;JKrwJWq{vJO%&(J6282^5>w+<0QxJ>^!!y7=ez@YAC5FykcZ7
zi0r|>z`<Tjfn-ec<PkCu1pvBUzuUp~GsYIFRPwuAhHXk)4oKNE0s+qAZ}Bb2f(5-c
zAl^Qz+?;L@k18uIIh4{P`OyYTQYkoT*NJeFdV>cWrT0+xy@y1ibAFx~DeTk7C#Ekz
zb4*rx@Yd($bO5h_TQGZY6@nL=P>A%B=(QZ{)u1q4SzO}(M~4aXbg|e0pN_K#3D*~u
zM2Png-FbDAoc9ZP(zPzLk(ToeibWvA+Z&((#ilTa8B}Om<Rbvz6&q6igGzucAK8-$
znVln}0>B4d<OvC6207a3MM(P6Q=-g>zlaGx>JMO#Cvu3vo>>BE$Z@zE^LsFZmE%%Y
z^aZU*Y5{=Z?8Uf&@}=?-ne-yDN|YRk3h0s%k6zooSj>9lH@Y3-Z>?H`6IQQUf~SV6
z2FMgc5&B3ynP_J-1P^huvvkJW-zsLfyEEEVQo5^(GZcpTQX&OKxthvC7{NK;P%@dI
zUUdy93<Z|eA&E;IVz~EZw+G3Kz8(Nys9_X7CaJ~I3zEXQkT2<VOExPDN;EngR#51n
z^kauh1mIDy{S*@d3}=(&U=LnBUFwx|7VSvOW#R!3%r4f)8AvHsI{^&_NIEDZE{B$s
z$LP7No8jt5L}t9W&zTH(A*mvo(fde$I%1|?b)>H&bz52~A^}$Qm<|P}F&%+B=cLjR
z{Z01R=zO&8J`Gw7*1a7gcvZU{jSC&@;K`@v?Tu~5t?g~g&d$NJCph*YPVno;Klmfd
z(P6hywHOYKlxb}~jtb8IpS|~7awAQ%G;d;U*JfvTrl)tddrD-bAemI5CA4<H9m1g;
za0rJ(YpsFMib0)BRhd;&Q`5q_*Lt?c`o~_`KF+!eT9(nWn8{#700Fqa-+9k@&hE2E
z2lNnaZ5-`xdu$fB#q2U2`D~Ws{e1(hYdXew?}o1n4#Mq1qca~`j`l5TB7MlmyKH#B
zNFk*O6{f>=jTAYPR}dT5pxazc+GUh+{s{J$kxWjl<||&ITpSQ%LEpCPc|zNjdgb=T
zeW6e^h!YW_pB}tqHp@{?<)to$eJ&V)d=kzaoQ!aNU~bGLgQ-N21*G3A(660}OYxvb
zMjs<ZO#ISGbcLR{D8LHQW5xBSbNrTlA<3Q11INjSCFx*ymxJfu{qav%r+05|-=ECS
zhb^dz+(E`KPH&n;0MSK$rsUtdwa(4iT{Wju2uq6xcZ#eW=bfIRo*<dV0mwue^aub$
zaEBU17cZPN12OBhI>J=bn`{m<zAtygAHdwQo}4y{_)2@N3KrQ>y;yBkDVgoeN0Wd3
z*MI#~Zq&a#j!*L$c=!6l#mVLGzy1E3*Y9sHZr{CpKOYXUuaq+Cq}4s0EHCG$^WJDZ
zn$J3;v*~);>-pVIEaP!-d~6?Kr^h%R3H%k1oA^VtsG@_(48!Y&<QD<J&h1G9{FN)r
zX499iUaU^mAZT8{x|@!h<3a6mHHD*fakii@n-0frtJLq;UqVW~y+(JZ4+xU#1TZ?4
zgqe7`kf^i8<d&~0xUg{GW6|kUDN-!AtA*>+Ij$Ap_QPTG^6F$VY@;;|+qw0kJ!lni
z<ubzEo)7O%dnc3TuvhN`XlS>-`uy|fPaZ?%I$I1bmfg26)^A>3^G9@GBXP8_ZnZne
zU#MgwdLzrZ>7Wg*pKp88>my7diSVTtQ`j9%1hfuj8=8Z(0>ezZR;ibZ(_x4H=r-5_
zt<dX&VybdzHOy3+L1{qB0|tssh|dKEfv*BOwph?S4o^lc_ebZg)&u}WHVxVflz|A?
zFepV}t|ML44K_&FFv=!k=wn1A5)p+pEQ3d@TIzRcebL*Mp`OAYrvSVHWecH#cxlj2
zbjSxFLSe#DvT`5@|7VRN*=Rs9EEaXaM}4qTLA4C~Wx);kft^pcF)U>fqB8X=yRU4c
z#-^AbS$WXyHOiG%xhlEcP|(>wUSD2d-)9jc`TaqE0DwQW)gSA9qK#S|n>y~nMp2hM
z-bt&Cc9EbPG0qBAh5*WJ(<qd&j_c&S$j`<V+-OWMlG{VG6)6v<8e)%~N=f#)z?D-l
ziV-*D^)Zj}%`j5Jc9KP-7En*8QRLu(qo)xLH6R!P67(YQ#!k6JK~hy?IHyS<jjqy!
zXM}!>aR>$`!#$ZV(T~3i{~NAm&}XyBG{xFB5@+qkAWG7or$zSD73hSK&V8H|SUE>s
z1NN09;X4f8bl>ot<CS7QDJe-^Ns_q>+8wA{n9vddu~Vg>P@v5a4UoMvEkBAV0&s}p
zKc~;y?_*v<Rl%kXt(|pD#OE(05>-GGYKq+-t%&3YwRnVv>rOde2a&<>?Q>jRU(n~(
z?HC>Iooc<Mm*{6CPf9g5RYbJ^WW$kGCR0b6%YYdn5g7(~ipPu(=$EvL%7hcEq*Tmi
zRq}Lni${ZPE#1jw5<b7;53~{Se9odAE}=#$A!-TO0CL}Sn@y|~!!E1A#E@f2UqF{*
zSy2qzjIl?Bzl!!E_*mc)M+JSR1iZ{qXl1GtWQ};Z@f;Q?X;XHED1<D?np8&S6`~Vu
zPF@*ae7UfX881c{p^;ATb%)hVEfs+ehVv~QaF*#eINrhAUsU3a92hK_r&mYhJKWV|
zTxTBP=zyXDKnXMwA#$QRQg$HPtw2^iM>~RP*RuUA<aRlaj*quCk2jxqk9Gs*1IO-8
z)a|wJ>{G@~@Ai|=Kil}~tB0R`w)ya((`sRCfBfL#_R}Xm+cCt6t;Y{7dz;6*n=b3I
z(|Tk*K0L&<zrX8r*xha)jCLRuNYh)7z6d%k;7n0=c$<(s@_C(+Sg2Af)7*H8dqGRn
z{_V6m@D;Glo(vmr@lp*&>&2Q(N?lWU0k3Ck42+XuA2-CfXK1Tur}J;V`{w<J52a$6
zk`R~Ek<aD*^o)naEVcvLP`aoY!Y3II`B@{A|7GNghCF~#vUGzbfB_;Z(Zr3b$_W^U
z#vv{;^lh=bM=q0mwxGvGc!vZ*4i{+#hiRO`#iPT$<!t`PAAbh;@bcz$k3(mz({HqI
z&Tg0eX}eGb#77Ufmdt>TT#e>+txTsjm9<)e7o?Gn2WbYLC`@&Qm+1?<Dn>6Cp;y1l
z=e9WsjryH#m&IW@G+B>Lh=-7la!PhFJgMX=)DX8h<5uVm(}%5Iqga}ar_{@Sn)mEq
z9@VGv478fV>$4jcj^Dod_T|l+x39jL_4^PCaDa>&O{kcw(QG|loXt;X-O0&hy&Nwg
zRe~%4pp*y$D(93WaW~{<#OB4w!bhTn)A5tw#K^FMj3O*Y3W;>JP@d1{xA(W}ll5{w
z#r{rzA{UwUWJIHGAM$*=HXg9jLO8CErz6n&v{p|r%-2i2wP0c4IE4dC%&uJ4M#Dy{
zs!~5mFs-7cE|#51uL6c^)~~i|{Au^Y2iks4FV<7ij@OvJv1m6c+-|FSbTzK5XPx1o
zHy92k<KeT%4-faYTeUJd?sqRPu;0G{?{#-W%@AMj>hhXl&rr&0&6oGDrz5cToyE9+
zbGq!eo9R><x5MeAH)_?HUg)L+B+EJlbVf<b6T;%Oy8tUT!kpeEVcBjCS-^!LAEpfC
z4&5TKGUA4>RpesJIke2p6fFV^QXGF&p;Q_IEnGqr2Q$GcHW|f)hR)U>PDQ^D8w+)K
z45DQ4i<vCue{ShCyH)bJ)p)v?t<_|{u2WZ}V&MlNLMaJ8E3_=Wv2nLQr*Ej;VJU>?
zyp~g0H`6<JzCI)3*KK!s!eLUVa=>LdW+{QdRZuk}l3A@o6a#F5aUJ~%*$+bOnEnur
zib(@8+6C5z;Tc>e93l85?A-hUK4kWHM7n0vSt_Y;bj9UvJvd^rq70E+0EO!TDt_2W
zRk7xl+IpT@P8JNzLN%L(LxoG96e*kvzSX$s=hoaS=?M|(6^=c;_jE0vHt_p}Vlk)3
zr3g|OGi`}<K$en0(wb?qjYJM<JmD1!$b$BwX0eEgg>jT9AHo_M8a8kGm{1#-xME>E
zHuOS^k$^yu^XlvzAiu8a$r#T$oQhD666!cYgsdg0af}u*Kj-qiFrmc)VTk!*bh{|E
zi7-lGF|wOk0wo~fyS>O(2srF0v6^FfQV1aiJVB>5FNc_{Xq~1`DB;EH#l+%;;HpI;
zkY;0uOQbu+z{gOekdKIDJ4*_<i6XN&vK56sc+5nnb<iW3dpYQG`>VtB7?dlb-NJ;4
zC<n5H?Jx*0$!;N>h=c|Gg#93-)&gveLZ;8IIvyz{mA-);OC$r{8U>5VU_L6s!)H#D
zy>5z%2E|;Ty=+kImGT1slt630Mk6wwN}6$+Z!hk3lzBoR-;#9PCsY_<bm2S9g@tU8
z0ZhVmUr8!qS{o?Pp<&1FNcqKLEXpJ0Nf_0rp;Y0F0Z&uHeyXe>b<h-v+=m#8l%w$?
zCvp<@sX+uQ7PS#_4b%yRou+(*-pquNN)UP8TxvK(R8s<&F9{KcDQG*2xSeq>R)SNJ
zd;y0&=&<2=1J?%7>|@3DmgF!9s~)oj#S&DSd24g$;g_3Ved#_twC(I1K6}D0(!RU>
z`18+zOFa4F%fp==3TvM{c(C>O33Oj{-QDN#R}cIyoB3duL2G||(`vCgT@IVg%;?4X
z(R7F#e<vciC=-<^TcoQxEYjLU83T?g$sfSfp{d!Tmg5B1sN<4jhg>54O_&=0D+@mI
zhPYdA&(=l}YA&~)PdU(WajW5UeR==m&p)#`i1P{rh%M6#S@Zi`v6u*Tk=<fM60nNF
z98QKIw@4wu8xM0_VIOM27>1S}4Fg}3?KU&;YkDiV?4(FOCK%t`F=ivDNpw4iNk_wh
zq>?C<D#SE_l?iU=`N`!EAAbM(_7$gi!U5eX*GcjSFR@S1D8#r`$rhQxXdPlB+0dXp
zpX6exN~XX_mWeTgr4wQ#>=s~;uyYjYNq3S^2nBu2r^X4(@ABG?0InJfT)rYFDKM?Q
zTDO!bHj0Mtt5T>|v=W7qU;tOM<@ayD|5WbMzdVjl^BK_f<^qt{{hJT3KYV!g;pgxE
zNDD0%0agQ}di`>~ygNN7M0~b5y;zcASpxpT(1QC2%>iR7c4Z_lOwKG~IGD46!uXL6
zMax9pFzp!jW?K2UL#5l5+Hx_we|3-ib#t+PeM?ObD%f<;ZG&i8O*^Nv$<^sOYp*x2
zuc-{XfBj}M>Qg6FtL5QBP&_mQfW=J1dQ43*eJv-oZY|TR<56#3E<62NX4otYyCp;|
zKIVMAe0_Jp^0APW;TZv)>9^`9@XLCf3FXW4ISc{Hk3eue{_?ZKo#(w~<?ihCmh;kL
zezKgOpRStKLciMr47*-TAks4?VWhu4ThWvRh4pk!uyKM+1&nplZC%Wfy@q_lgFZm}
z!F)VMikVP9%(qVbu-)mkJLp%pmlsqGlH*=1mep#DMIRn`qTgi0L2^Op(n%YEZl0}R
zOmQO4B=f^&Z`f?IWaFu3{^E<y2JIf0Q*c$`aJfQ-W1*B~(#Y2GO1DLcS`|hpf|bGE
zP<5Bhg`+ke4$?+Mlud8}YT!l&t1SdmaXn&l+93Q0xeGTee|y|+BUeU(2L3&U1t<~4
z(oD~003UKB4(yBbF)b%VvFZiF6gkoD!tB(qHIW)QY~!mZjt8ld9Wb@sZ}09jjoS7U
zR0Awy=3}!M2=-b%c)TV2EP}wc8V*t}1rW@KH4b-7t5OS*W^#dV3OY^4Sfu<`D{9>c
zR(?Lqnvyjr-Px#ZFp+|SA1g7SkAAHb^*d?)C3{6VIIHl2nyUiUZ&VPxShX<Da$q-<
zkW`F}2E?#@B0*$;T_j<7>RJ*q<7F1o9f45xEl|twiII|oAR7-0v=|e}jnD&*c`cNn
zB9pG;LAwL`h#8vZoia0FFpxJkn?^e@flvll1I$89lI5&Sh7{Q<<};Z~iYnM_JZjnJ
zfB+x!JNfo#m%+uvFE)d5L1ep^XCg%lCG5a2QfD>`y_R_95tjh8q8g=$rUrc!a2MnV
zUM#q;`9yr)X)&7i>h)K**Tg3vR?$DsAVfhA!)gao7WIqlK+{SKC~m7!;O85U&KeCZ
z8tv-^N`eNJd|gEuQ!>FY&MPPueJ$J9^PoTQ)e|T!F|0dGWq=!!x0W%YnnqZa&6I)D
zFKW?PO#yi-lH44Wb>Ox%7RCL3Jp9GDm}2a~f+%=O@OwiNDa#6aEDSfhtqksp%0<E5
z&cS;MlnH6zZScB)u+jQmQWALP$%K++pxl%7B6ZjS`+@AW5%~;zERfwgdN%5FQ79n0
zou1<Zuh}H~1i#Gz{!6Fh$?tOS?*R9}z!os?%PzAX4Mkmczs17lE9i2uog|<dblG>l
zekfS2loZ$x4yoESZEjF1bhNp7wDHu+X!YgiTVFkR@atbc|LUtpzxyq=E?#fXA3xf7
z^!35>=R5p!b9;Y##|J~z!lY$6*xlRO*pA5YgZ+IEv)A5s(ChLe7VYm^tv0jS$~(gE
z^K$qS!LV-cP&3^ul<6)+Gv~MoNv4=1{2By=$SD#FR@5)_>(wqZYE7eVyVJ(tP=`SQ
zAOcV+xWZSj-lSRdm#e`5z<WEUFaDndX&K`rF@$6^DI1%|f*MVRz(+`MU_uC9J_p=D
zl8=~5K+v%5LoP?vA9Ya~BN2+6!i<G(c9cmO7e63<8<h_P)RB_~PvCg}=*{cz{`7~x
zzde7ko}9o&F6Bz+Yf3^c>0WD<O6_8~suH8nE>>rwW^Xx~4;$@tD4vm11trfv6-f@e
zJTWiH6lcKcB?N@l&89Ts4~byk1kr1EdaQ28kqtALaYaJGt~Ri6U@pZ4+U9Jnmm4KS
z_*z}lu1-$=<zN2g)4XT@@~A$QXJFW$Ev6^0?_PfQ<^#0VpTGYzlss<G#D#{n^2Ka&
zcY1aLYIU@@T;O|JUa!xP2nZ${;F>@PS2oiHIdL`~G;15)6}CK)Xi-TMVp1X?k&S+^
za;5-_pjj*4-rxN6habOvf47`=iN&9+mP<Bx?Ize#JnFMCq<I4V=LF5b*4OIg!KgD^
zbn6W^bZ8WDQh4nuK{QTz`BArgebQeqT8n9mg(%#clX-78YE_EhDO#9O&sI~Q_Z0gK
z`;`%%RIXxKg^!_LlE1P-0iVyhz23&thflxyE#<Ly=jZS5ZeQP=pDZSKH`lQFVSLSq
z4~@DQ%;1JmpoYV>*Dfw*_zEa?>@25aWHFAY+|L27_PaHvuXa=KG%8>#;09K(UUAom
zga`F@t6Zi<yj6l!pXm=Loep+&l9*)zQ|(5bYaqQgb+8fXEL>_88Le6}ss=S}H5!py
z3`!wt`p_F7P6PCznYz>Lp@<YTEdB!~lWrMLS(sK4@T%oB`91&<w1_|ljj$l5vnJ#h
z#v@v@b7($b*%HA}OcW5fNa`7|G@8p3h?bxp;sCn{dc%J}Bq7k+#%~vkGEaFe&Z>@)
zCjo+~T`Ci+gW6D46H^Y}DH$&rT|C)X9JdmvQu>ClRGpzHe*5m5?>+#6Es-~jCAp%a
zM6nfOR>Alrd7QY@X`IWZwQP!x(JZV*h^%2z6x}u$P^=emvJL9BVhR+tMsZct?*|L#
zvAdX&cq#IEmcv0*5((MHgI-MIln`MhqlyP`0W{!trHo&T{UcG$px0JnCq+t5mV32E
znYf2;<o~p+PG0~O4<rthD4!E=vku$>_ZMcrik{_V2ii!>u^g>Lq)0ihgYt%WpN;^!
z599CRm0X|@3lT9CWE&2git<OAyQ$w&Ws!bKwrsBbea0lw;b4d|?C44uL@dV^I#MxH
zG4s$!s3#QB#*`xI(RhjQAVrxT8$5hw7)mg4RnftO_a24=i$5j}tWeWdi@RGxWB!Ph
z(kbGoh#P{_KB!k1S7>j<>xDekDHbl~6U1%CX2aOYtqSldUMy^Xeu19HA}S)<5i7i;
z41zu>ic_*K$#^5JR8uS{LuI2ZDbUw4A*a=7%8o`mMP5wojKnV4i(ok9By|`Bbg#kk
zQewL7FW}IQvrBcA5}~Rhe_X9b3?c*&FbO$Jgb`Da{b+qSvY6$VKS6#K0PA|3=xn4j
z!2ANfU=P~_Jrj#+NvazW!CYy`32Z7O67{eds0aZsvl9gY2y|LJP5nCG9=tCalxnn9
zh9xB+IQI9F3|YHdG1h0MUFZHL$B-Nq2_`EOmw9^w?Q8eRlY@<Cj>CQH-p<bBhg26i
z_YXE6JbX@`@#&+Z=g%Jf=Cfy?f4Tqo@z%pHzx?fQ@DglqJb#D|wzXs0-gcVIM|=C!
zLb7V~c)XG*?(c3N9qik!7Rc~af%B+?K-=A(bgsymRScr73Um+ge{9nL!>aKN$}K)C
zuhV8EYanaMytWPgFo94m&L1}g;NKF{*$`6W)y<pHU`+lICk7HX^m>Y1{T?j*PUa+V
z5UetN9*?f&*&YJ2qfUtYFsF#L(X#4?Xr};7PC#3Yfc%P3UXUw5<0pDa{o8su<?x1#
zmWs>KkS|5RQNW4i7Q9&0!YRlo9=3yl?aiGZzx(;8@Beslay#$OntEl{pIx85SPU2S
ze1Wd{T3)ZHTB}sMT%Q3pT+dexy_}DybtPX&B7pNV4PzRlF(K&k`0cKUAV&QX!Ilu_
z1)#oeA5jRG&2B%o*pICdIB#*zSv>;v^-{G~C|7biR7pri1BAaqVLlvuD!1rg9>*v9
z4E*@vyK$%g?(XG}Z$EsvfAjkf|Mh%zNv@4_*r--!yLPo$F8btF&Tdv0P`@r0C)8U&
zLKeNQFeVna8yg7;HQDD=BuGROms4ujn8dQN1WiNHAiiR*r6@Dnu;0GEz5MX~H{bv8
z_WEXha(2@1b}7jvE7xw6fxS}`2ok?i&f}PGwd%m)DN|(fTdhZ$rj&GW%YeM-HOw?C
z+Ne_+^{OY(WFX6|rzi97YR2NS#ZW{(s8iQj5z;Bys%6*o>kQk&PW5cjn+_TvFQ&r=
zy@d1GgsZ}{N1uQGU;Y|e<IC%-v-$Y@cXx|P_syHTKJ+j~t3F7KTBlVxJz2LJHRw;x
zib@SN7Oy3Z%qbP@DgcIIyLz#j^!x1*Z7cZR6mSCOezUS1v%ib7S|Xqalfg)8hYasl
zRweD7qgUwu?!u6-fG2UIuc2DSI;{?QJHhKwB7zo|YOoE6Dak=h?i4su9n6835fds-
z8s20unvCPN9WVm}J{^r0xx5CMAr%A*5X{N`ETB<vN;cY6%#xRiG)udpQMW|mj}A5X
z-t-5dS|}lf%~8*&l#U<}mGe0~&&*v&H@a$67_X;&vZZYLvOtz%`1x~{ye_)k`J@aH
zV%&us(wYwE;Bpzva8EH2&Bwi5R=K*p`0n@LonBlp+_5CZ&Jl3?p^g_-;!~oU&a#}<
zz{_UxEDhtqa7+;EIUoZvP2xOP9RHcG3=~o#!QaB-%>(C?vs>gf#-ZGp+#(@9X4oCD
zKw;bkHQ=_|*xpjk(rL6bc6o3(^OUaW&0>ik2m3?_Y`l<2>E_jRuTe*iYgTAS%HhW=
z(ZeE#pkeU0cz!TtLH5SBhwG26F<lBQXPcF(5>5DQMEufGWGkw3WEn3U)u8-n+SLlc
z1PzNF@-G@A-aH8NG;<*ld)=%Wp?m<U;&uZQO!j$sgV0v*x7)C~vAJvJag5WHL+vBj
zRm}EwUQEo=lHJ(TDFILwR2F)}PEQsw3V=ho+$!q8av9s=bRCL;evP<Ci`%QuYRbU`
z1NWAQRdQLjNWh{<ACJMp<}%GZ!f=!+nvWslfF+((BaSlcUJNkkMSOJ#`3R=?!AjI^
z`u%gFh{*(hgdRnFfbp!DP%u`}Xi1ZJ0nZ*Tc!x!H+Q6%#G6Ab15ea53<Z`kTgoXi;
zhHsb_C+ZkTKvc5HX-lX5r&X*7b~};PmaZ#dDf=-g*?_G|E<z-RiP+)iqC`Iw{Y`wg
zi1X<nbdE5dIxQxq!vb@5#OLC@#%h(Kc5da8)4?;0NXSyPq$m-Om-h1rPd@br4oeyu
zzt6!(`Yaaf?ly0bkjn~4onFQ$EYD|8apRjdpB`;IgLQ@t?9peRJ^kW$J70gj`QQOH
z+?!v1@#OR0{g?miuW?}n1HPwUKiPct{CIbly6uDQ%`K4lTU+}W_3hSJ45o#ZQ7S6=
ztcUwxi&^yXS8O&bLzoL5tIZ5Enq&vpRY1W&L>r|NL<M~Bez%3X))h9U(I_62alXM2
z);@9$?`XnU%+9axZ*O1o`UE0V%&S1XpsJ##IqfcyJX9>ID729=9m9B~rbMJj0(2^F
zGibwD=>Wg5myZYikcSoGCrV6Jk}#sf0Y4D_5Gc7cY%m|*Fkmkc(VGIa=CXMlmZ0BF
zpd_QD4iNDyN6^du{!f2?b^Y>udCf_)uIVS^)!FoX*yu9=H?@3AuQUq{c7-e)yS3(W
zJZE0gQ&~V0s;uN=DXOd@E>}tlicTl6FY?h`4ak~MBIb8`C9eSN3)&3fN87PYa0>Y}
zR3D;IB|Z<$-TX6`RB4m^i{bO;7t_}#JF|Q`5A54FuV(Ge@85p+^EW?!`|_J_Uj1-M
z;b}O;_55TsSdRzS>&5kYy&6qV#*6h}c0ObJDhn>V({u<O5vK}=an>2wi8(?NU{6uk
z5|cBL80VU_Y!n%@nIfHB*NXGm_~dl;_Whfm{_w-a<>}kEZ*Hzx<;~YX@;Wdj%5Bt#
zRvor`yIUJg28+dlU0%0MJ2MWHa1|}PkOp)=9d?I+-5WqE^8G>Y>S{e3H80PntSR~U
z88n0*lRyjDDj7qVP?TPru9uT;^K3r2I-L~@D)Gv45s-duI+<DycOHKBw-r4HK?2Sf
zb}yj!Hx~<t_-Cifi__D7r^BE%?hoi2r#c9p5e<^(s~HR;_KAZ||Hburzg0n-sn&En
z2mN~CWHw%nTPayUl!uYUK8qOuk%QX~@K|hhn2T^)ait{4$^8Tqmn=!#>q`c!XTVC7
z!)m9To43KC2f6NrgF(?J;720M#qWVlWr&w1c<v>hFsk1;w_cpDjrulr!VYsoSM;=j
z-_%p;0Qf+L6dPuBuCch*V*uH4m@^oBB+ml{cY&DJ)A?eKM&ba3SSqK7lpE#pAz#3B
zXhIGl`ecZh;XqB-XrKI8>#5+Jhi(BCgbL4-*+N6%thU)l7irirDxFF4`7UoRU%q{N
z|Mo2!s|*@~N(2wZdtxc8F%Bv56g{5=3<Ev^kqJ4jLg6EAL{XW)e>xk(p2Bhlc_=7&
z1((zBb_3^y#m%aV1tn0giVlkicvptb;Vf!QLI$}{gA&kC>>reXld{*6F@!JtX^BXz
zj+=>wAZ|Sct)gkL)F=z!)d$mvX_LRMeC#=b$iXra<1s5jf_PvmN+lYhL0(Y3t@Il;
zn5zm<3YXE*j1QTg2tz3Y3D0?%$|vx)#2gHsExj&Iz$_?`Yz$)o51LN_Ym(i|X@&kr
zMh5O0xdgm5KOhAN`2h4#csS8S=<{MUl_T>`4J?}M^>BNVY?fj&Sx8`vk8-!}8)64|
zt^#8-`3=g6G?`M)C@_$tovkl_^*2$U6L^{$HN-cvtVEA_T6l-%BEd#pqh$}}vyhC`
z=_(HRwU9^_5;qc4J}j?1+z+=CPdgl8epFO-GmN1C+79;N$s~i}pwpfT1o%ij5e3g>
zG$1Il^Kd`nv`ZE<S`&OQ4FCKz>5k;Kjs8YiHvE5H+rWf-d^fQmew_;16wg3F#23#~
zL8zlw&KBZgH5+66mf5M%(~XIg6s;gIU1OXhtPyrtIR~c5E!s_@!$c7TMdt{EHP+7|
zf7I{c^_PG~=yQYO$Jv#a<32WhHXE1@$Np9fpJ6Cu+Bx(b9%_7E^FHn8nD9+oPd%nR
z+upWqXUluE2LX(vB0T)Pr;t~7*+OnTd_)cR-jhcg4<3B+n_oF?M}z@)o<GBJ&!W+G
zxP#s6c>mydZ{KP@Vltt3=x~4E>%_=Jx%!smcP69YUpNdgz`&S`X!$s-b{KmZ>Kiy&
z7*2R#7<&pdEm=xYL8TYR)Kw@f1N|(}NvUW`WcslNV?Lkalpy!gC}F%6g24bCL(zyo
z9u32MGqTB9DiM6}R9RXg(k3M@p2c{`7Ynl8^BA^9qU(ME{}}vM)ZIwH!*L@OgTIP$
zMqnB9m6yJCgk>Kg1<`9h+zI*JVVsJB*I@%~c6@Za9}xWi&p-b2)%yBkdDSU52hHBi
z$;H`dIjT_+nWssC)Ko!%$vkCEF=`Ju{uUX%jE3~2mY@I(uVX?H{CEOopFcu@*GCev
ziVMPs$@p1B(l_L@yUqK@Ub`1HtgcrJ8InqL(i37LJcH4K{VJJj4fo6YSFb;voAfV_
z<P&`cIAx!V#vktA{`AfF6bXIv3i|y8p>@_GC&T{j>3Y#?U(99~v&F@1d9zquOcvd8
z70H@r7Kql6bI36Pm&PWc0+vaqAxnRR{E#E2tv(I^oHY=RZth33@nANeoL`>4fB%*$
z>br}Rv-ON(p3$H;pADCbAqTixr99}h0MU2YH`dBbVnkV5r27ildQGdA(ngC=yTRnM
zTHq$uCez7m!hi<)2Cq2u^b*l*<R|c7=kw9UdWC6!FzA3QH?XcH4Pgw4jHXA5xgogH
zs$)Ie`R(8QClZPGFD_rdytq1_zPi5zUOi}6#{FuyQC&{B`!zAHgAA|Iy?B1Y=Nb08
zSi+d}Xv1U^%FuXqdBHt;((PhJpnB$X*r;aUN2MD@ZN>7EtfrbFhQ?&jt>BNsyCmh*
zgv;Sz48Q>nn@jXK;EPfdd2w-0{)jLF2htLS#fcbS*kgA(X^3-q^<pQjU|NYONk|El
zK2wMjoPb`f0HVhJEtRqq>yU7aL!%1&B@&M%C4^icx$G=AxscKT07Dh;RslgOO{tul
zJ!3MG0LIQ@0sW_z&k)T**TQE7)P3BcOEAPAam)|+T)?g=`a#)asDN@$>B)33z($1z
zwVbW{twGQm^f>%Zn+-Vi&HddEKmGLj{X4>3@IUhzkfJf%zM7({aqx{1)4?9!iOpoH
zX+|ReaD1P`jk~@~2%k>Cik=Kg7~rc#)>EF89H5zw;m~J-2;^d4%w$G!KrDnY7(h3q
zdTL+FXj7?=ZbPOo80qxRV4@}oRWD&TBTyeBN{{!L&0``MhKSNA*ZB|dml#WFG_F$Y
z%;MAI#G>qXISd|!uD4o1tqLqC>1*y_&@+^T2$Lb^u7ngok7cYvKhfec)k~Z>LLNsI
z1e+2Ixb1{e;TiB>yw*c_T&X~)l`YgVY5+4l5^>n5fFvOK5f2Mv+{ZKNwF0V=B!?Zh
z6%19ZbbKPVY+5u7ra-V*;ol}j4~&Iuhz(|f_5pTIaSEFhWK6n>Gn-J^4-Pwef%%Xa
zBPa>{Fy&0HLYYJe<a<Qrfxs_LM%(!my{d-h#$Hd3OlX)0hH=y*E`gOmztZF63UOW;
z9E^Dz@F_Mk+8CqVf|?{90Oy=%O$w4;gm((ID=GMZQIwQ8a1#Ju6d{f4#X{8Z_LHFG
zrP2f!lTmV*@IwI-B}K}BA`!+;1HT4RRFq(D0NovuVIgRW9ZpezW3c*^T#QlyIwdFU
z`<YY%?nX9FWdeIvZ0l&j)F%P;g34YeB@&NHE{|c22#Ya~D`2u97>2w77TEzOI-9_F
zh63z9K9C%ifWzW89Xbwo90$8D^C1=3n_qv;0Or_z?t@ML_<`$i$FlWw_v=TlqvL~T
zPoEh&*rR8UzCxVc*?hYB<nhL1SQF13$9oR*A$)uD!Qsy4hSP4_-rU~Z*^kL7I;re7
zyWh*(0=dhK#ufAm2+OrnjyRJ_b11}nn7ScIDe)?+YUJNYxSZD}y&<l37P9GR$nUVj
zKqmBqrL<8mEoX#-lvX9X7`2eSpnI{brVyUS3XZGTBG9gK$g&v~8yKn=Jwa(XkdK4a
zvZbRUL2BlGY$V9b2?~(NIE2KM;XDY?lL2Nw=odirOPnAi*uumieF2X<7%<ReI2k-1
z*RlD?bbOdeXa41%|L4W(_U81aQEI%qe|J77+tjb;!8g+@k!xsLJ(oS5t%vQws6DJ>
z=H<8)rMfhkizzumJ%B_)VaEQ5+b0WH2tY?BV^a9zQxx&qm|RW#a+&OsCm^~7C==vt
zXco&PamST(6n8mU%oL$mH+21Ex%x!!*uOliPv;rvR;!C%55)cVZ@<02dhzo1?d{oZ
zNlofWiL#g%C+o}k;&Q$^pDxz@(Zy(dG8mJE>|z9>{K7A=DB%*9l_QEI8haKtkNk%6
zRyhjukmO@NssI>=??g4;*?N9@w(j=YNM7fw#mno}`I_iqlWilk0}KW<@bK^Lc6B!G
z)0wRm^4Qv8rGmGwRtwc~rdi8j<w9B?^xLmrUbCzmjyhv}T=WM4K49tJ>kQy<F^tu;
zR+Ya_GfE1O{`KW4av2qnlYZ@V-klBWq$%eg<A@%I=~w^xuS&Tz^^WIj0BEbbs}*wA
z94`e9dn&VwS-OFUb+ZgTJv+ymrss3#XG>@cvk9Te5#BJm76;u1O#6DVt}1Cxs4d1O
zMg=9>VSsGZ>y;|YHL`NmQXw1?*a8@VrixAkovSAKaeS~G*^!>WF!B^Y;lSaQ&lXU#
zm~&D1v2%m!@^}Qg&Dn+eJtE)=pq{i~M<kJDaW<*eOAW5iT3T)t*#xC(SRoh)`;~$s
zwaZzr<*1;>beh@dzf%+41_KV^HvyP7eY?P^aPeX7=8l$&iph|tQ%Os1GtD*mL_}~{
z>Gg)viv6QS6e<?Us|jHDg#MTrT4lWl_oGqmR2tLXtX*yrrNlml3k($6<;~6A%a_B+
zOiAmK2wKUB^##Hzw=9ptos7oFhhbl5LrQ8aN)%oURdX4PJ&t1&0RWf}N$|gFMvaB(
z8fKVB_{y=E@Qe8BAsley2zb3zAViInCD@7z9DBA@Ef!p<B$!q-AH)+rXCfpea7MwA
zhy?2dPKsr()um@pEL#K<0N85jL>{)J(WwWh^H^}Zh<C9lWJ!9mTvCZs)QV)~pfrFm
z%7C8?h%A&1W^7n2stROvmN?9H)Id<rO==I}MHT}*MPaWa=(gh|$D5=ELxW0<CTM!b
zqkgP?v^u2t>*G2~Xb3M8Ga|DDZH%(ZK?*J{`oLSU-DCW~nGeq@9uPC3AX5!U3izn}
z(EznkiPc#Y30`_zM!n(Y<0m19V_d6J-oz_XljEQ#5F!YmF*`|icOnpEDyt@=G`p{R
zJxC77Xi<;5o=!KY-V29Wl7^j*Tu`jW!j*U!5e%PvO$p=X>Xuki%Vc`fl0@R8Q>LFF
z8l?5u?Jh*4b;z73OMZdx7EGDzU_Te~D_)z9Va{bU@|AL=kIhhUiB22!i%BuW5;F{m
z%VFj1O>(x9$<rF(wwS<okbIO0fGBYc_N>KY0bd~zUXQw9SCJEW#db?ZK@z})EZv<(
zIis29nM&x0+l56R)vK&T6t=gqNDYb&;ZeKYgJQG&9AYhMp>20N?6&*uW^xdYgDv;*
zo@H+b<nQs;PQZK^bz7Z#n+MOnw(oBrZaiiSx&QpR+hltF<?kN-_BUVr`d4(Y8WPaq
z!7ldtXHP(_9`9}(Zf`iuRsqDt?q0wb5Ce4bgnb^t=amFEhzq+6k}e9R)rXA=j~DqM
z3QR?(!*917?(T9J5sg|R7lu+;zPvm#tP)6>`xqwWs;16{keQo(`a+1?pz~&xyQ}ji
zxtC<TS;bu$Hp+0pf;Gw<cxgvZ865@Acu=6O(Xf!=B@6kmp|U-U$M~to7;@<hk|SYG
zQTQW}o?tnOKEjN4(d*zUfeOcqTtpwvWZ6ji-86;+GcyyY^xBUx>HguTKNFt<f-xJ;
zfBN>PPPIMnPcY1)Fhk77MOn#eFK=EB+r4hBor}XghUu3;2WDxW4N7{1(aS&qvyo4P
zNKA)f1T;MYJ4Y^V4wKn>aA-d~M*brF7!HI6%>lF=tPUX1U`@cR$R^U29Gn@gt`{#(
zE<T-`^e>O(6MY6wW*F5w-@W?o=WqW2qxkKM_iygra2c;=;^Ri;YQ6yZb+K4quTE}O
zXQ#vY0<$?nP*H<$7;?gR#4ya3gkljFH-&WAXnstG!x*Gte5sMYL|Rm;jf?3Nh=%og
zJsb{Rzk0RC$uMjVI{K(rK0leCoh)y!&+3)pWZa+6`-4HN+ihd%Eb4h0h%lQJ@@bu}
z?Lr#(YOPx7^}38P6WA{8;%rnJc1owq>0&ZG#c0*2)QkB!q{(auZYUsx!La-C{$e?4
zUaY!TCxZn^M?F0mwCD5jWHRtL&Hv%w|8L+)r@a;~`kU+Xn`<f^d;I?H>h@$Ytrbbt
z6;I{^&Zq1&VSvr1gAea-d+qvoI3{qkn(>)>{dNVDHWpAy8}VqZRtx&+Xx+sr+yeWh
z<;KIwe6m12X|^g#io1=EW<q2roc2BHAeFq}_H#Yas9B4};aPQSxWJoAA`4@R%Mq7Y
zjHX&P$Cn!ShdTCeC7p?(Hs%99Fg{5&p@#!h-^S45DwNJBai%0Xb62z0^%+wwI~)j&
zNtPODHPF8^D4h6g1KuKL_Y~2IP$SPSFs6nCIs+oi30`YLaxw=a=762gq>D81l4Av`
zL@!B142+>{qhZCwQYJAS^a?rL=|v8qlys}~`G!KZ8Z%w_&HMKkSJ$mpS4Zzj7gBQ6
zw6h!b2h{}9sV|>lxZpZ|NWBZmN}t06u#1}`WOBT4NpS0R@>~X|3(Fasg?uu_QWE6{
z8AM@ZqX%0E(71$=4vYhqe#)(A1LvMa?36_w7B3cDNKCmz!T<tiVbX#*3gJ8lZP9Oa
z>qtE+{(NYyF*c7Mt1Z)bo7ulR%qBtsAs^q83_U3v2qOAn0ym<Ufe`seuwa<YV3HRz
zD*i4uCZt2i6tF_&`=n!<vp-I099&UCVh8&S)46yQ@dt5?k7vB$31?ZxZj>&lI&xo7
zAn}K`LxPVYo;dg4u!Pkr3h~nIDkalQNBsDDl`29Lgf4tdJO$`iLAwQ(SC37qp@{|2
z9|BG{rQ66>^fnqmRBDn`6$<^ZRwv?$MV~h>e@f(l6H_&tL#AeWVIyh80K;;`<H5rj
za=J58SoM1oUOT2eT=C6}ik!s(jdmE^Yb;ya)l!0@K!2c&bmKz!@?<1mR`S(gu3`<s
zvlj}X)u#N;d{9UVPKt*bnG`U8@{Dl|;Wit5W-wf!O|83|R4)-vAWGo3+kJLBtLLU}
zG#xDZ9VXIjJj^b>n2u5X81lG56A&0>tqj1n!uHqahAJl7tnhDfD}wV%u&;MIQMbT?
zQ3Mb)<}Q<9Jz~m=vB^HzmaG;~5|-_)=U;y2I)qMtbh!D{vb*QAI6_X_=7X=?2Rop^
zForqy_mRBJJDYgJHXeL&@ce6v9Wi>Lk8VDH=CE21cDHw_AA0`Oe6Y8-@qBl4^I&UR
z_~=$50!bCM$LRuzPwtoj#!s?U(^E)KDd=uaYOV=_fQ~6~R1J8usaT4|pUc4z$Qz9V
z3FJY1v4eVxx^PfGcmR@gV&-*b&iSa_u5%WM@viOS6D9RQ06}m|J{LUgR<|t%sSI*Z
zjh#=x1%kGhfHBC`L<t4J-AjQ0i5w8GexKVQeL<WEu_5O@6$}XuzsDN%dx`US?Ix%B
z$PYJ$<_wn=x`^}G<g%E-#fmQTxYzmfpZ@WDeKqb)e*S^r{F?ggNqc~^i$y$E;YLC4
z)mksF?y%gG@u3z9LJI*3g|0Lf#BN6ceqAietCR>TMcZt`Av}Xul>-tcG`G!09}_?i
zkHzk`IC3e-IfS*-$X^)mDRiah4y_ELMOoEYKK|+VfBZ!6*uOliPv;r<^Pm5oT0lC6
zet7#maxtL1msj^><$#v=DrKq=FP3MQ%d_j{`gV1GHeO%M&gzAdp2EvPRtUT*Mgrc^
zak?ELW2+&U)r7pFDH%p$I-g8`Bu<2D2D+R>S#`NuLA*a*pI)Axu_2_B{&d-$@-Ahn
zA-UIM=&CoHrFyeUNea%W;h;Ypc6!Y+)y0iUq1!Bxj;yj<DwlBPpDg;rZn4|Yu+TGT
z&1r1yRC^o;5iwL5vl#4FG_?MpOTXmB8Mdw^q8hgIRwd72^Xv?|#@Ow&|GWS7e_@I+
zHlZi0iwiIq-Sd+vyU0<eI%wc1h}E@dvzVUro8w-Kh2UZezJg+-F0)yKaz7>6?Qj9a
zP$bs$42w~q{j23<#LBbX&t!5fIPZmAxm2DE$INM+Ms7Z+wkx@|o@!_*IMtZXquhjL
zh&#DVoKeRxLe;QhB$aA`9;G_oEn<(wOgfM0MM-uVFn`iV+xtfQpEFp}>ZN?eZ4)Ds
z!UnCV7eO-8fzqy&hONqC!rZvfG?nkv=o|8Tn>ip_1XQttM_FWmTZfyi%27N>pum7%
zF|O!^63ZeDWhyAStz2wf<w6~-X3QT<$#nI?Z^aNRQl`|Z7Va-r3@6N5pc`<h(E>FC
zd6-Fd*btY>z&*S!7f}KfJXjMvy0Fg|6T_5JQF}x(i%WVLHk#XGIXL#afGE=BEM$!C
zUzy5Z%vz{Sz$j??Ridi((9EeEAS%Nf3lOKx<#&6j<)x~L0&76o&`oi7r|FSQr5J?b
z5|p!Ir_zcNRMd(rcW{z$-3F(hfIX$>aTTh3jUee=T8)$<3sF9o*Y38N18yi5!~~o~
zCds+G%oY$K9@bL4@*^?CK*X&iZv?`d45cDHEHc$g^lHJ?2OX&z2a_<51=AGFVe`%&
zTCrhUqE?cufPt~ae5I0eY!wP@@L_7@V-kZg^aB!wIHof6sQUde=pyuV``oYqqJD3{
z4$c%@LylN650G;W;907=nO6<Uzt@h%9h;?Sv+LNmn79&Aq^e><Zsk?Fc*<(3T`IK-
zc>_eR#Mn8G>Q#RF5g!BzqkRhC3@}&>oJ2tiks$TcX~W@3p`@GP4V%4UNL5CM1yM@D
zY{DaltuY@7R~gX*qQVQ0)jT?NG(?BBWOF2a-bylBOUfD1oe8<)eg`vWh#M{|+EB=6
zG3DY$=)<wU3(tYuF;N06SX5&(H`1w1sDZF5FGZMUEu5bz!@rb(KybK=Z+tQs71RvQ
zu0l*|WQhY{kaOX_%Mx0V{TV61w$E)k;#tLb<~}+`>B3zf@!A=2bBy&?lVrDpdhnT!
zA|88~wowyl$9?!+1Q_?9Jv)5%)O&O!+8ox6t>dT9cfWqP^Y9Dv=Cj==kDopG{LA0`
z%5F9vAMWjLZ5^>-+}Joi+_zb*rh_Aw)oQ_!eso|nn~DXV6)W{@s9k%{pSi3ySX}5#
z7V{xG67I!fxyAUPQWEZVqGgjHzFu`9&GKkCR?tPE<<%FrS3kc0hRU9JSf=4Z&m!tp
zj2L*0B_!gauhS@EmO%ZHLjoc?2M99V^;W~>bxRVWn<I@MEa2p|4R?ZJEJ=qVR}Ipm
zyoe>A!*<LS41+ylGBw|zz<4#oz4x-E<zE@j?6$-0P1F8%05hS_DLE}Z%hA!!1|G1h
z^Yg#|^FOU;=T~R9zyIc^ac8m^&cG&9u3gFMl^ixub>16aF4oB7nB=v%QqAOegQ%R=
zMSs*`F5otdfI7+Q@g%Q@LOQD<a(e`D_fDf$+wOPTon{l$m-EQRRhcvpa2|H5uw}3-
z5LM<>MZ}!G6(+s!-hT7x+@ybbB%kOr@Q?raKl`oT{l(?Cuit+E{=?fBZ(iTr!vf_D
z-K|tkCzJE};??EN-TM4ux;mTiYfbw$3@Ca%xHxk+LF`J9O!4|tBGXrhVGMFqIj5J>
zu&Fgl_o&9JsM&Hl&7KI<YO`5gEtcmeD=b*A?{84RdhIfb6$1c!y!FWf_ZCCZ{mVB~
z{x_RkUY?fosZo~#jqIdn5MFSTc3{xAN@pulhNV`$Fo#JxY5*c#FUT{JP}E0VqFu=z
zL>Qd#t@`cF<pS{cpnJJST5Hfr#GE!B_lDyEd8WVl>;IGpdKSah%bT-7Q#%<qCb-M`
zNOQGhNL*0St+N>n0UR4QtCY6j;+l?OAZ6BbX1xMY&0cp@%on@-re6H;`ffgey#N}5
zqHvm;o9F8lgjwuw4vR(Q1WKs}o>(=-m6l>1%%c5nAAmCuoocCWJ36B75W7e^Wi&yf
zBlXI;sL!6_PF*hgy&@~$a4=3mE}9sKg@`|*ljf_}Lj>7fUd9qmuUyY3qgk4?mEdI?
zR;hL{ei&OrDNu}u>$tcm4`SsYg_1Ja{s_Pd6qU3bqfdvxBZ<On!eHQoS7Zl~Nu*sS
zE1ZXVR-3i@h*vmx!+1cP0!TKN4xHIBz?BL)NNBpMqCWEfi!mL205W~4bh=!vhe8o!
z@T8{zdX?M5nuRPmD_R1e6hUH2rvj2Vq)Owi$ky+OjcThoq7Sf`!DX-F{0F+2WatYL
zi<h!Wnnu1{DlPd0yumzb))Qp*bqE9btoPWQi^7*MdWBkez#>4mG(<TfkPKjYHs5Xj
z1untnC5EF6BOBSuM97aRj*y+`w%|GB;*Rqf0~pIk;M?dF3{Dk5#AM1mu3REcb`^MA
zy@Y8UQav$~M4LNbBupV)R18925iGVaE73IlLGTa)e_42GFe<UBLt{|jrxj?=q?>^6
zIT=I?VreKb{Gfmls30SWEMR2toh}IimEdK_Vc7%5ib*dj_;AG0M8%-a{Tf$THX>%J
zpK#m5K-j|JkPDtzgt49#9#IP*<}gs&rCeRhHTk;i2cgF&qwr)KsVKcaSO`if86P_n
z4(NEOr0fmD)`P5M_`Z6@tY|wX7nzU5l|W?P=<;}JR$`b(C}H&puRd)IiXOlbNX}sV
zv5#VdXA!AV1xwgd6w@CyG}XXF1Z4p<t4LQkOI7qSugT=MnvXZ1A$(;c5{*A-Q{7^g
zbOVA$E(V}Ogk-|bF+<mLGRBlx&n6*YVD*Py0(?x52ND4%ITv0A#2HuzvL#eRFK`T*
z3PrYkM+ap8$nBC}U_ixCCmikbsxobFK>7+;&Gx<BjYp5Lvx*Ko7}f1(&yF`XT)R6C
z?DQMYkFj+<eoVKcdGo1bZ)fY#!_7xuZa#hlV9euU+}b<X+&bPT>A1PGy=^-_Ht$nc
z<N)Hudztl|0RTHbMCZf+N?)zl?b_SkCRItOr&_5xU3LgrwEwKw+f7F8YPk*tkE*N~
zeG@^{R+e|D#22S4)T$~<I+PE(MW`(xnwm%qM+4YBtJUnk{<ojzvjKIDiAXRa`OD>E
zuiv#=kHR6Z5)IH5D~oQ-ll(Io@!|NS<O`cUd={oPa4f7BqoOC^vGb0Qysjjr5kOUp
z%{vB2JI&x;2gogp%Vq+nBDpOt^8vC{JR+X1PXGHK{%+WvyngYX8pnBmG3ksng=W<>
ze)~#Z1C>l2_P9wmTd$nXmQz{0UIx`f@FYBT)n_k;{EbAs$^;dO-~;6LK@fuiZrERb
z2lfz);I#48d2<Dv{%N~g&QR6Hd%3_rIkA3peu6j3;N+k8x;K|MpXeR?mxuM~JOlYW
zEzjNC)3YDm5qNz2_U`S?*){onJ(KCx>hs><YPrI7|MvRs#p%WQbaiub%`F2z4F}Q!
zmI1+ocLl@*MO|T^mp2q;Loq*8?R0}yuN*g{crnc(J=e$=xDTG4oe)$soB^XI)^|Mp
zFRs?BNsED}UPvt$1_YIBNWIEvG=1~UH>=at?aRCMnv(Bczg6hgvTVB;y(azEVhAWe
zuUFKI({U3ZK)*xZ5Q<g@8he>yYkf90R)iE?mrHpg%Gj<?dUfni7xVtftcMgvLylgl
zI9%?(`al0;DHEpwk>RSHk9GCfdIDz^U2fQ_vf;!-5g&IO7mEQNw1OH(K)by>A9P!T
zPGz-NTwdL^+oO0`d2x0IES=^@*qil&Htn?wMC39RvS{^MNiwpEQTVSc>9Bc^dsK4|
z;t_l$_OsQ3j5ushR6COWSTCZWY9)&4=-U-YFDfAiOEDT?8jWE(Rm1|1*}vVYM?*ml
z{s<c-or0i3hK?H@3%W#MC4e(c1ydacDoGqb<@lV*FwXg`4jP~WK0i@@hJ-?nI6g*k
zWD_tM#%&8KLbs@onl0i;aZv^cng}IBZlghu%o<@gtmYJVrm>twx%EqQ1F;0bRbI)d
z%!jkl;QIWk-x<NnY?d+*(*E_|{@>AbC`aXCw?(TZ@=;c0tDMTRkq*-%oaPQyEtas#
zGtng^S{IYdoUvdK>Q_ahz{rz|%3Q#;G!G5VMv?=s;B;ZLXDfldC63}`c)$Ru(q0Ek
zGQ@v}lTTHg;Izo14<Il%0@z>mVwti#98y3bNMZ29M9HMyh`SjR9w;QA{g99qS;rjD
zS44D~4rmr8Zoqbov8qC;Oc+i+Yw8G=<7kjul@Bg^A)Sf<6!rV@mGSZUL=1~Nv^0Xi
zIL32fv7#vW=R+P>5tYF&5K+t!pG@bd3C=S>QY&RSsG<q_Y(<RLl0;sT^;yj8h0=h$
zAefGU<kL$^m=TfLw6m`#70P;A1r4Ma3np5$2oJI}ETFmh1qm3J8vj`P=;eqMHo#d_
zE6QplxEyvcZ5Ba-#A3#xIT_WW!B#d2q>D+6mqK69sG@IJDK;`HWkA(9OTz%PTRxJ{
z&u%mo5D3>W7BVJLF$wjOy=RJmfX$JX0&2vtZ$;d0MZyspW{T_L3d^M0s@el^5e#C;
z$Is88#W0zPgaz}lM)4&cwonk<7Qz&Tm8|0I`+ICTN$X`JA4>r^X84^ba>laE_(7<w
zSz`o1!gMtnq%Y=G>W$b%GAz(#poB!AEyZ-&V>LUE_hqloeS8=VkU8}+Xt_;huf^;+
zI#6i&v71cWTgYXC=?FNj*JcHd=Yyxdy+Mcj=2xG4_P5L%kF6hnVE`izY2DehZf!d0
z(SG`vN=Jmw>#K802KX!Hqy4?zT^v><6CLPZyPLM7L-WBt`Vu)ys;GH|;EUkJ#vs84
z4?h*<?$BuDu#Z5u-)o=G2NmARnQW88OdOD17crLiMLZN`7og?S)Tfc|Lpvp!k>f{(
zrz?iWH5d&0pc%jU?%Nn=E>M09OdcCS-O+fgX<3rHMy)m)7A<3fD~zZW3luW6X;ZUc
zh3P<;k%%Rc7S15yfIHx^@wx&~Ln|4WvN&jCyNO0{Qoyjnd^iN`bp3eQMdHn(r0eyI
z*WbVUaok(HfA!s@J0I3T@AUsNeO2>1kt=Kx*QeKvWP@r;PpIV-?V|Av9bP_%>a*np
zYcb?$(k-Q=tI0$oo9XEA!7>?R`N+GHc5RQ-WC8JKH(9abQ#XgfAQ@5Us7=RG)L9^p
z8=eiLm@GSPH~-<!|M2PDq<?uNpXf6%>rxm!xjsGr{_Qv4zWMO})wi#1Um<SLP`qGG
z)*D?d)-O)aUtZq5IJ?3Fc7J(aP*XI8aZ5^tq%0jSM(1xZCUX2wkkaDFpA4`&;B>EM
z<YY<JD8D1sh4M@r4h)C9$|5hl95-IvEUwO`lvYEt?2%_IC_oObZ|`V<Y&9FLR_oQ9
zH;dKc?$v##-$ADW-q|dr!FJ)W8Z>f?LG^S=!F3j~eE|Nw-NN-;ER<nG^t$zuuE2$0
zsYE8Z*(hDn6SJOOt%kSj@vPsvy`V-dGaL=mdEIPx|LXt#TiR@gR4R7blSc7;)?JKv
zUOJ0mrCTf9-@WK|dbLUof?vN@1~uRBkj2zrzkth1LwIM{8?~G0V^wGd1g#R-<7+jF
zGBF+HiPEQXRRg0XX47$6ax*-$K7TP^r`CgI99<{?IYB+JbfkHW`#KX;UZZLTU_A}m
z@De~+M?o?{rB2Z>sOWmO5|t#Xg9w|`Aj$7NPVabh0`eBStnJu@O9Z69B6|$yEu}E^
z3b`sN;H&5wZA5yOC5Be7wt_&m9c~tU?K)w=La$bneV`7#VUH^v5s_;cASIVC=$3K`
zj^Rd!ay*>mHWG3>^D!s{6|Ut#wuuwA%0;3P@Jqu1VL{t&Z!jG$8s(-Em8-@4XwZ=(
z!Ah;d@6#mUl!Vi2b=WNUq~u^2&I5+7MzzMFKATATXz`Y!opOV7JvH0~)u1=v>S?o2
zh2&5wtHj^v^^Pe3f0E%iMdzUDiHotHQE-06GfYzKAlRM*W$!i`2ACrjEvV?RnBF20
zzXUpL(4d$oRU=A^-;PiN#8EBVYvMo;@l8hj9>HNj{(zTdAotCtAVQNI<rA`&W$NRH
z%kq>V7I+0r0}yAKq^jq5baFMTR8rB35+)uP^Leq0L-F#FwsW}{D&SLr-Z~kL3X1Br
zd9zR)e1gNY4>T<9wWR|%;h80ZsUZ4K6utz&O*9`yl#t6!fl)dvp?5JP6HY856p+*p
z_(YFA;Ii<UTMV_-==dltvM3<|eg)Ol`%fO(54Ly=j3}r{RW;fxW#|z@twLSFWCezo
zbO7m7u(60j80k}f&$wQ%XVS9M+DOIgDVec^${uE_B563ml@JAridvYHymqWy{K7?_
z6pS4o-Z*^qBm$~xatvV^PzF0|<Sa2zK^_c=gb3&aN7OPZzp1OSGJT0T1}*wzOnWSn
zF|>QFj)2RDi8SUXILYMi0OTdP?W!C?do&t0;|hUIz_^fg$x1MsXQDF0<e;i&P)2R$
zlF>cy<;TY>-$`?j=@^0p2?zu+1}#)U*WsS=eS*3YJ;-Q5zV6{+9A(*MqqN>@v6%OE
zZ3jCC&mMV?fwFE`HXb{+H=O%hn-9M@+Ij{L|LEDXy~htX9)1pp>ip~!lj5^SUr-@*
ze6auY(W8T{EtiF*+*6zBSPs!*v`^m93Cw=;DVBI-XVL5R*=>^BQOzaGg=97rrReo+
zwVI4b?w}MU^-K)FA#WC{U^RZSu{iG0(XfrLflC9zH&NUI<>Rz~#ggq-Z?$Hnu&6iN
zxjd6~q|>e-w&wF$9D)v~P4Kz_Sy1{FL(dEdAG0=Lm=cMIA5APC_H%(EPYH9?V>3BS
zhamyhgbVAV%W5Y4Xyh*#=8lg%4hN|j!QqYwQjmVf<9+6_L?rP0AO7&}{=@y%o9mO?
zZgto#lZmL8(s>Tx+ydwz!=Uxu`yU34PMroeSt(&~g=x%oTlD1oj;zn71w0K*o*Au@
zNYqlvzJbRtRkD<&bI6hfyW4(5Ai;LDd%&}jNn$BTD>7jOH6<J8LD+p9_t@r=5?T)X
z|KGp;+b4R*{^enPI?uqnyLY4RXfc}p@b=s9-+lMy?%kW)S6tsp+3d7CSPmDb(*+oY
z_b=bQIKRDGUXq9;&jrdD&j#TvE}{5C$lwRvUTm$fJsHNh_NoAvV74dd@Ks5Cr=te_
zfH7>nnp5^#$|;xY{^_!Fe|>T?gGk@OAcPH`>cH7#e0z7>>2)Ua>1;7;wp)vn)9!GD
z{fk`WsE2-4Zk1I+j>C2h{}o%oCQZozNV(b9JJZP=M^=^m^>SRV7S2v5rDB%6<n_(j
zix+G;fr2*M_4;x$C>8QA-@flp<|dQnKmW)75b$_r!@);CSK5Gmot=O`tQORhY4?P^
zX1g=$^)4w{91ds0;d-$Eip8)&lVH2VA~DjT`-2;OB3UaD(`-<^(raQTqI@umtE$c^
zHY5_?=G2%^C!r#h^*X_yuo$NHhd^IC1ra|Wd2PdHUh;V$B&i7w$Qf3^6s!?bn)VwU
zoHJ=M1SKwC%U%n`2g<nL=QAG|G%670SyemSH-r6V^U`hT@Nw8gY6{JXF!MuHcZ0^N
zLww3-d=4jN*;FS{Xky^>^(@;)dTd>0TP0uiTBvAol2OIi#5o;j(FkdgOKFsmJJu=|
zM}(JT$OBdO6}@(kOKUloV>C6O7kRp$>VyI+dY#L8LXJ|VnFA(^=XL<mh>^+2392#K
za&(x><!H4FxZI#9Sh|3y4GC@nfG)E;o5%wVBjH7<3fm(36LG3j(Z~~9E|&bB0A#OH
zt|mJDGzd^%&H^->p^t!nVP{yDgF=<G1EW|x8S?oWrK0F@4O+Dn;asCpC_SM4PS^EZ
zp-KB(oH!(%Pf;zCLh^zaUV)#9wfA@jzrE4dpd@g-;I-p@!Ds8$YaM>ZfcYa)EO|`0
zY}o6?1}<h6yR}?ePlS>9>bXo>GRn1$`pbL?J5$JItC2Az2q6Xn4q7ZF)}y3@S?RK5
zG?IqdR3RCsNLqBbqh9uCjA0V9f$RaRC6*}z5BT`0FeIp~iHRG7Zwh*A23{YgE_k<4
z&_<h~nF?&88l|inbUSvw0Czx$zkUE`9-=<MOuS*FWU+fO?6Lo%x>|DCVBKdT!nj%J
z^DM(L@xpLObB2PMPw0}wA|;93gVC}Omq2)F(FjEt{9=e=RBN;Jby-Bqk&3S67czt^
zBT_Sy>K3v!?vboSeUu_GbYULzh3s?*+4I;F1MZ3<qv6(-XeKC-M$}_6#Zt@?vfvAP
zp;2M^_UEwi`@FPa(j;DBLrQZ7>oJnK>;@0_Ir>p74kU!_Eh;Xg3(1a1=wZsmCWzeU
zw;p+pcO{#d1~k$l0EBtw@yG>`aZGzOXahF=SS3#(k;QSa$82QT+3;JA190gr7Tf-o
zb$5etYwO|f_P&0&`}O1PhYuY4+f)wiKYjY}*T35M>Wc@z`db2zm)93q8Y$~B?QLNf
z+}+yTeEuAQz2Na4A0E*cfek*-&fMpAGYEN{$n%s{5vpbP*QpTW2m%0%h2T73_zbgb
zEhv!;iN&hk?+qG_CJ^R!u>dCxxC$rBL7UDspePa&Hq{kbg*Z|LdUd%{fzE3(TVVH6
z&?ZWrQdxtov$45lw^=zyP_#rVHdIyk_Q3bB_s8gV^|}dKha?bQ2y`|^FPHfk0npgt
z8u$zLkY>^2_R$h<H4C(_N&&CUM*Sj*0H@^$Ccmbt|NIaC{Nm!}`<EZcpbuI@E^b9t
zE2d$=q?8aCjljkF@~3bAP>0coUrSDCQAG>OS*ZIiOW1D81Uw0stC7sMQn{im*OT!{
zwKi*!vjFdp8Xfjposiiq`zD&q$AdXf6uE?C2)-ZOYI?$wI5U+PGZ@Bz)TGz_{^iS0
z=O+EjBl$$10m`thPR>qeCqKOV_WQT^zTUmRf5%-0iqWv%JRPrY*Jt<V7jJLx?$56;
zX6JVoFK9*vO-z8D05}O6j0eUf77SuAhCxC6i8CqgFH$X~6iQH%o;wi4x|%0q3=wr^
zH2AE0t^D2P^y(BieQi0Ltme}*JoJqs*V4<YtK0kgi|d=4`}_MhZ<c50l}58S;y7L%
z^=PGp0-;Vv{rQNh>jg`^Uav*P&tlSQRZA2gj%buDsl#DwIBZ<qELuRcD;h18v&9%d
z7o9#pUkw)PVtn`Nb+y@rclcNT$NwJm`9HjRLzgxIqWPpV8~2z4^@0YN0?`bmiz{Kh
zqIYSG?F=wET%BEDx1fD;(XVu%kQw-ZG#FU2ToN|#64l)7pd_vy*n3b{XemOnNyN$U
z#S4Xex78p<7m>n=aDtf%$u65xiW%4ieth+`l`(hGC`4fmj_wAC1cNvoAk@W08_O{|
zARC039AgIuZ@<;RJuMPWua-Jw?npm@O@q9O$1LV|p~~T@8+E$SENLO3t&$@xvyB(K
zJI-g-sNET3gF{wIsm)r0dh3Q>h)4!3oJ9>_?6|CGSY%;Y#KIj-eL3&wq`^H7dJhwF
zqFSux(&;hw6$%Z(6Ol5gHhWEG=`zj}OkqF&>Ay{vCyV6?D=%zX7{jQvX2scS)Kw${
zCV^Zk6AM#XL@N+cLCRJbF}S)i_TahKG3&#PPq9;A5|Jn%wjEkUk5m9)pH#WtGUx)D
zpu;F6(g_#9X~xZhcz!v{GE(K?P}L1xHpKQV#UO-Bxl9F;Q4UpWfykv+8haS7l716G
zGM-b?kh?G>!-&A~W!#%Qzy_Z4q+!q^je??+OD6b<Fp`OMe5bP{G4)J=U+mwJwrE+R
zMKLGGbole+@XQW;bWy<%+Y{(F<att%l%=wr2l8Ox^g}%M7#IzP1pbIw!l+V>5WR<#
zB{O2BBsWXFS_X_{lF1?A_c7;y`O1a_a){j`d<MwI2Eh!<DE9blfI=dHshh^_rw_h>
z$Hm}8rA`~jMm9&&Dew)b1>H))XFe*(B54YGv}@@|BbRJznYhn~VXT(T)WA-7ut>RS
zlO#*X_rQj+mD4DW<YeJ@80?5nF5S~rzx4o&f*y+(fpUa{dMMC^NJ6WQ*GW+k-Hs{#
zZorcjoniYSA{a1=N)oibFXFUhald0^6x<=eo`MJ9FVz72utGk%K5@axu=J7IY6wO?
zCyuO0fUma8b~P?|sU<?s0T#+>kthMnP(We)E4UI!Xnym7VBXW@K)`lP+ElPRLS8SM
zHo$kly8_muklPw?nUOjzyIZ?oGg&c`9Z(7HKHQ^F+rGa8-1BJb`QDQUhtIw?ZEQUM
z-R};cd=2RSczgeFYyZKofAjU{pFjNSfnL(rr}I{`Y(3f)J=R!|HKIn|#OZ`^@0LRm
zlvN6->?SjTM}Vf7>~-LyWCtYXAM%K<6r2Zgrc$JWjZ`m&{X)B@6Y~LJ$fv5ao{t0x
zadKWjs2=sk*QY0WRcSR!y-qDG1zYXG_3iz1zI?v1ad>=4Uqw0-&t{eDoAX>2SyAxV
zt#E^5q)}jEClWz{Z$pd*1-_8i>GXLWlHbPD0IC@&l{RZR;0pU3VV~V$M%^M@3{ONL
zC&FxI(1U@}@csJzs9|b?D?sI+{_dYn=NIo@zVFt%G~RLrD{%2wvShC~Pf>dE;q`Zu
z=BTRbg?LJfry$>Ik#IgND1sv;codII@p!5UrHM~05w9!pRyK1rnM@k2JF>hx!XEm)
zO-PSKY^qunj3L1;rmsX$=1ZWkrr?GdUs1u9xt=fo$AAAHpXeR?mxuL9Jp%|AbU6O>
z;fL?vz5o8*w;x`=2h>UaYu@dhPnTEAlh@a`FE1`%U)`KcPF`Hx<JL$UHO(w6lH4xS
zG?e)S?j87wjrKrM;yP~x=p;TMh2^rYb3G|Dh5>sV^t#LC>|{N|taW`p`R48ITZ$Fe
z6!^5)3)YDF<zfsTiaqD))z!(x#l`LIbh*5T?R9%I8VvwA%VFu{Z1v*)7QV!=1B<oP
zX*U|x(zpwvL2Hx?-A1X~D)QeKi{5etl{|wf{QCBK$ceFlXx7HS4+rr6{`UO(MY-PP
zuJu>{{@(>XPMl$@@o+VrK)E0HO7#9LCgbINN{u#)L|7KABPWC`+udARZIz1SPOAq-
zUQ;OhrkYY$qtx8MUxhD$f0j{=7DNnV<N)!gXEH26vFa#{UjILP@7d#6o?dx=fqk(H
zEOvJWyE7PQdbTxcwJV#IHXOaZm%NtVlb7CmPX-y@WJE@KQ?9$@AZR4aKr_&rg|G|E
ze5d{0)VD|!I#ftyMMVS|<h{@TJm>rlRg9+O6^{XD!b2Vl1H5wK;$RkPmdU+QRxXj3
z=PMg54t1bmF$^0;FzmWI8TDU0zhScpalx|ts8gZTro&DxtO%5^>5@vjZdiwmAEF8m
zGJHHtzp=BJiNnPtNwgYG+vN&cCDFVX>@CRHs=S>KyLIT80oEL0O-*urPNqe_LNX5(
zE*42d*=dHkqEou3v%W#18P}@-0UEhtIH2OEI-K_TIl(y4HN&z15<Z_F!PF7e`u*Ow
zfB0jqM*N{m1fW?m+Euy|g0eRl!Ezr_%IQ$mVDY8G*(jybKu4LPi+Lh$X>J*y42Z|#
zSOc5ZYgBL=gM_8p8yx^zeuH|VY(9yVtJ2^{^EutkS_MKyt6FQ7>j+<!JocbiC?Km)
z;(Z<kiUMd;bQofKCLZ5(*>xLDo(c>(fG4ocgKA{4SV_l`Bk|rbWeFZTCS=Y9_+HXb
zn$%D#5~s!rO%hQ9?E#|^D^K*^Tqs1gH%omUW^#pkXbjnOKub--KuZD64+oWsA5;iF
zXj)|HjK`9FYblv#5rb{A#<$J_0H^#>Btcw?B#>g@UWEjn{G|6_AGHeandJ5)(ZTRe
z2i;N8gR_g{62<o{QsJqo_Fb6sq)2uj-uwNZ|Ei3kFyJK=L)8wXuWB|&-#5unsA8-&
zn;FDv8FYNF#B>L_G(qH$&}dfIXjcr_9kL687MxO-aIg~<d^EyfVo$<irQ#=n8BEQp
zLRL3FKP@RSuaFjnaXFLM#3DM5%L=LjYZ-b}lc!YnMtx3*npr3cAm~LGTV6<~(SQdC
zS3(gqzYBGXpN*GU$nWJ$S4^bn7U#lJCA^`jtXvJKpqM00h`msUsRCs;nPl>&@26j>
z!bzy01xljkazK%aiQWY3bLT#h(tnxU;%d;b^VoN=XSsh5anEbnW0nhvK73q~)6GBe
z-b1Ab`32|hE>qe4-~amIXMk0IYy0M_0QmZc_X8{!zrN?(vp)R%tA}5F`OTMK&1Td0
z@83e-@;IzS1X=rL5F6>R2;!TJB5iS=C8#@WwXuNGo-=4N{3eO%MHG$oH!&iJ6SXo$
z7`1+<PlqWo&ael1+91AylQSJLVZsHlrR8QJU!@H0e6xo5%Y_xqKbPfI8RNB_&1Nl@
z9f#{6l~2P_hP>ME_d)vcQ^BtYiC)$3qtgo5-N!767*!d)+%U&5S*GI@e#KF@OvtcI
z^E=)2isZF34{HM5M)4jxc!pev*{enO5KDF*sR!F09<9#c@Bi+<{@vgF!@N(PX+YsM
z6Bm*%=^_};P0l;j=Iz<tplUk43Xw!sj}~KzVnk>3N(ioy;~?!f{|Om(XylveR5c!>
zT68n$&syC<m19AS+DB}h&V${!7A~c@Iz~9rKxE~7nWPw8(aA1hEu(Q5zXznCfBxrx
z{-kcwKR=jH^ci4Vbh6z3;r$OkynX-r=I+P0?{QO5zC7#pFV;tAtL@X%ix*cnx2G4B
z5WT*A3;HP=i8N@ih?tgFZVH^!2?{ZEAvgdWW_5z$1grDM%0E*UVCP8pU!5M<es{52
z&|F0G&vewedv<+tdc4`JO!aL$sW%GUUi0|;baQrbbbfw%ak<(aU0k2vy|{hz4sGt;
za<vph0W-th-P2dEUtK>v-)!fjky$Xr+x~Fc#gx@;mPh^is9(Lh+H8*irWT<N-aUT~
z@rq96v-M~*Yfp!eC@O3oH%Av7QUAC9<$v-!_UcA*F&Q0g5BuHP*=BUPou1M7*nyYR
zU9X0x8-Cu#V!|Szjgx!|@U%)@V12Wk63PbUdN`e6$gdWY^-^-stY%_rtBUVSArPb~
zvQaQrR9IFDfXe36Zaf+R(#Z~r3mT9^zuW0`x^dyMPHmNWVl{*y+WFWO0AyflET?r^
zU9f&_4<`T(kvhO2;C;=+7(R-`{h$HGBQ)N)bJ<e8(E&?9p-&QwBHKSb3UWUpc{xSq
zV1p=paoW$*gGOc4sL%-~d+k+b3zc}I-{)}}xdN-bfS1KY6mJzoZoiwh8j*+@OjI}n
zOidu!h_ZHzWg3=w8Pp5$9&>gk$^|(KMgVO?kVu%KYZVLmmv7$JtL<XWh{yuQ9xjz^
zrJB`#SmrLk4$gt?ir6MePsVlpS|&_R4pa(&D{6^kp;W5kZG)-BScSE|QOr-e)uUOD
z5}!;oS)g4ol@0iOX6IuTEPsy#B2-9%jXWCcDpa(9o*1#dK|n(hKuv<pg$fyofTko=
zXC@sYT*<L&%YaEys0az-QD-fM*O(e^>&_FCSD)13;xeRlYu!woO=aq1xF3NLXuO`3
zu-0d31~ko(z-xnMaW;MB%#-X)>Et3~n2VShE*cU!iJ(7#%>-aYSd!9hM6k4`wehN{
zRPE4Vq|n|~iY01^4Dk7g;9=NEv);EKu=4ZUt&EFkL{Xm|@TuZFKp`Z=3bzet8;1Fu
zE-i+%Gt^~KAa>WIU7n4p%VEUR9GW;TkyCEu@&JK(uNH9K7tM4G_2^~1aK&7UrK+y7
zeFNSV_6iZ+ayBcxOU->CTKB7nvI^6tK4_J?Onb7JR)ULWmCA35u-S)ZrC=i9&PRf5
zj*Gx@C7}-X!|g;;Bca+RN)ZXAB(WL`#RO*|!gV7M_Su;veIOg|eI~;(aN0z>H6M#m
zEY7ckr|}~MUg}p216Zi8&{9NUWke35kHL>(+s;Z6A6J_e%R-JdBBkVnC=;?Cbl78x
zz<xI5cY&p4B4V>2a5B((gH#SFs$=&dZ5Q_4$CA@2Sn=1n*u2|!cR{Mgf-;7;C-**g
z?LK0Dd+@v8JfvLv%P$=d?(Ka3yZx`eeDcNTtRR2;%m16F|LN7``S}@KFT~QI%Ssrb
znoUT85APQHUnE5H;cz-4JHV+d8X;P&(+H5lDGsy>sIWett$VHRo4aRMr)Pr}XSnjo
z(Q3sdZ$1wO1llf&MsYfy<7{Y_@~cUwTFnvp>$WjTvEB8i!Q<B}9@joZ209t)^=2ZT
z8V;wh#duT8B1aDo&oKcN&UdoU%~6ORN%9TAzgR)?-ltaEd0>qxDrQsU!GPNqblW+D
zkWe5k-Gqg07=qhP@i!qIY9f&+`MGgu93Nf&?ce_6hqr&|ReP;ct6i$Ynn0H(E6weI
z6WMAs`|;h6L$(BI{C;tc6$Ueyq7>9%jsgqjReI!I)^0X2qy!<Kq0+ry$R2jvi*~<b
zG;0}N=5%fQ?0dVpIMu2IE|JIeL^#enk-823kd7uH*kq##LNQmT=bz}k`sauBsXYU$
z@%a33i|^~(mv7(Qz53zJJ2o#k<Ou{`tdCC?TM&6{9-p3^-<;jNym`YdFRFxTd4oO_
z76m3TRDHG*27yNgGr+~M2(B2D<^+x<hFzyXAs|8fdXb}Cb9J~pKHef&9nr2m=&aVu
z<I|JDpnbTS%;(tKI~&leXJ=?%{n223w7GnG`Rw`a^OrB4lgPYz+MvXm6dyOicH{VD
z{rc^5z8YJ?!^IefJWbG)trqj~MmY`0g7qSQTg)ejQqq!4lOu4jTgYX{)9vB#>iTlM
z*@7ATlYjfKZ3j<|w{tFcBrdnKcXa4VF5c1mxIFAPTg+YPL$_zAoqB5x$!mhA)fm!?
z#Idzhpgp`<tu4k=u6~Dy(_A*raW$fNdzHkb$I&oeDi*6HFpBX;DbJOnm?JtLEEXVx
zL7|TTeF8d4cndcy7eLx}q49vwY1CUru?EYLT#^Cgz~ulbm?GduT+S#scORi&;hO1p
zmT7QFMy5*o5zKxtvY4%)W5Ke3BgP7n7!yu^0N13uU@zojDWAi^N)zb-7AVgSi&0<>
zBmr}{{1YK;?KIoqss&M1FO_taRh}7nBhD{4Y>;)mHYd^+a8&deW(>}o%rwIW$<|0Y
z8z(bIL<>2BBqUiXwt=nA5LyE^D2B0IGMylTkuyYx)070$c!mkihuHw;(s|MCtrgAE
z9vt`uhI+c@V!3X&$2Jh|A|CsA2oy$a0%RnYE;EBtse%KFPHIZVG1u!<TI+Ow*Ge^}
zEKc@`uu6YA8%!dK08fzhu!vyTs}>5F&~VP+B-UXjkWW+<I0o=V0g=J*q?`z^k&#3_
zGXh>O3m4jx@j3J2!@*_SJHWtCVRxrehA>9F7w|rdLJam%x|<alcMTSCJl<?)XzNzo
z4v6c3X_-7Frzfq3&5e9E!-!Q*rb`JL3^}u>KQi;ph$ZnyHf{`Tc-?W1<$*)7ISqL9
zfE&{n+$#EL@V8f^@VG*)LWX-i;9TZsh{u}CBUmlC*O>Noyhk5zppbPFss;*)Eu>iw
zSfz!A!o@TS1(erFAYkIsV=0mjydID{E3q&k7UGS7SZTFDeX3^?bX!&v;YuuS!~k`I
zOgHKGpuifGU?yTAkF6Zn3b_5{Kry0VCU52w@WISard<?^8on>HF<itLUtp(uuoDv~
zybd%nA*#bOlAyV)vd_tj<l*PP$7cUgQH+HH0*My@gSm)8>nS*nmXRGbipXDFd3YM5
zEXM;9KpRjSXlT8P!MjUjbd+Q`Aqn_ns%$z`$z~Az+uxBq4&F+TxZp=Y&E;2usEa?I
zgd+-}<UH_O_5_<9u;<>ruXwg)k8}V2*Vad0BYA!Ot6zWqAOGXS&wgXQ|K;P)e*56J
zzXt!cfA0&<6xdY1|Ka;wHU*hMa$55sO09c9CWhTE%TTJu@fWsBsLI-WGRD4$sZu4=
zTFB!a?KG;4g@6nP_3FiTfpS|favn<EUS6D^oYVpBwW~CMFiscf%`D~yO^7=6R;vtT
zu$aq}0jI2qG(wvGNEv?rUV!0BQ8;9*4%g&*aQ-XA76c!=U4}zGNg>D(^wZ10*^mhg
z376?h5xuhC&q;x?iqn?t^M!+==5=xyC#1=7j~^1mpIHS(^n>r@wzCZeE`5D*^Vfgz
zx0k1P6n%rZCwx@KL22@0(b?$2h@P%bUtYZ!*9ZMlvp|Sdr=~NC6|e|Q!{b0)209TJ
z+|x>FOz&zUit}(%t8V-Kajm)PO-9XrhK_gkxK20o6>CQ%ub3VKcU(vnK$Io)Xg&@b
zEuM?P>&v`*_3Bf*N&ozKKGA33`s`vgp1!+#`Q59x?_a+C{_O{FksMf%i?24vtMU9|
zdj<{c=Irw3{2A6tSYDh&FmjV{L{aCsUC$;e^bHXkk8{3LIjiDi22H@36xq3Af(}gX
zC4oD-5((xIV5Ii2UQBQ1BN}}0)UQ|L^}Kg}yg1sdSBI<a00F)ij%tJmZ||O6TwT9@
z_xAmF@6XOpGil!XK^A$$vT2mYHnf-ykG7kui?iiqz!!vN(Wqq`)f^(&>G68CphqP$
z8umAbOWa}r^GAdF^SiUzs2S3w^>#^1>!19ae<k=)X)=fNK0MZ8A9{EBik#%}G2uxx
zldDr&JUGyqvAh0o1c84!>2(`rLg7ppqh13ud9T@Cm<h=4Vlk#dn^6G6DiJ?!^TZh0
zG<2%PUJaW!=I#uYdT`Hbl_V=ahElv+lL5KUJS(bNsY+`k?LsJKKuVK9+A}oVs?2SK
zlIYB7H=ABY7Xo*oFfAzfwpz71zOeC#63I-!7sMNe7b_?RNMk_>1AtIB@TeCs{c@S*
za_#qF>`%@6eZlF_*-6E<cqGDg5}6FmBO6P>(xCzm*+ld@Cc`nVDr_D&(Ad@qPB-Eh
zK?>^XXi?<9LJ*^4C>xfIh?><!rYKJ7`81bsR6REqs!pe0C>Y%i>~n@Th2l0=pU%e*
zaoOWDVb&bA&1xFts9YwWjFMbv<QOwGou`F*nO?IAQlv$lWfZ3j$W~f1vBFg`wvllP
z<0SKX>5D|B%TgC;mWo1>ga;mBzCy49mQJ5IcN{js%?jCp5UtImdaJ-za=9`;shNm0
zQ@ot$5d`2}a9=i2NTlbyesGs0GHAWD@9c#o@acZmZAdPxSqVEpOJWaVB(mi!?k^K@
z-@<l>a0gIdHN%OaV8G;l5a8c~#`(a+^~b<Z&_5U;>A-0vD&wM;bia?_FoT>)qeZYZ
zE7wIJ9t@K}##m*d)#Rc&s4I4S*xi|DnCL*wBO{p8h1t$o;LrrV5~mqCh3RnAYT?^T
zv$Vn=MG+)-RfrAQkVH;|eSE!;?=?vf#*q%0@?rQlimY5=y`|y^cNAVb96;~EDZ{uR
z1wfRhMjN`%CG7218LeaFB@_O=J)~PUi3L4G5F^k25tf%Mq$Lp%FOC4}a2l~BU!;Ih
zUkWI8TT~E;ui}bF6XVmuURO-;mJ^A1K$Ptk5Eh`x9)0lzeNwC)c{_mf;wJ<kmI;#v
z6{tBlns&#H;<(XZQ3!~G&RNlBA*~5@KOu{Zmo?^ia*(PD4@a_FbVd;r9z_Bs=GlFy
z`kYiMSfA|BmEg1P;qLR>b{xA8h&pOMFBA(_z3}2F?+E$*lHC?ISCBjIod*fQ>)+qo
zzxSo>;a3OWd|`X^&Ang$>a$<|2kYbeEV2uE<MiyD+8fF1piBzL7&KR22Dlt&g8{vz
z(@uHPrPZCoRuDcj9#5{EC1RV|G)F|<@}o9+qT;CEdim_>m@>ril6NtXLYUCqW{E1N
zP6fghVVMe}HOAD7i*2t9c{Mz2H=jN|r$J*h7=DajQ0(c22}l+JlZM;jbXgB1pNp|m
z@i;>SKmA^wNrLF4a%eUnxo9?=2`+YytmbKTq&W!J0+B{|CNMf+caV8xW6MX(Ty{|J
z9%B$x1vi1>cCGQ|`D<1uhto~BPUUU~9Cx!=&&Dz|ba1TT<NWaKYI8Adj=Dyj&7%>;
z3K%p(A<hn&pqS#jc<o8iH7u6LrFt_>qgH6zYQMjIK5uoF-2vbu%$7JL{{`hu_9r5T
z6DrF`aE0U)xCc=ok)d6M@MAff{Ne4-sMSw&So!20*7fDhYP$aLf~v>Y|1y2y`=u9q
z+-zSTZO=CA+l#C3-+ue-5*F#x*SD`LrfWJF3Ho^_Qd<vJx|YE%!U7Dthzuf++ZNY<
zjv<tJv1h@h->TMWU&I;PZ?`Y6F1JUkur9D*Lqs|{oKrA_dIX4*?cw#s$@#@;1F<<n
zPh_r8Dpc!LS_0pF%X{(mFaGK;&Q4Eil>!;Y58r>FHL_%6K`41$j&2JQMR!V@Q8VAB
z#=2gDm5QJL_-KRgbh8C_iY2SgC$Lu;_gkCQq)^E82W=vY|Mp-1@AvQBM@&0ij~0X0
z$##2vafw#8*({)2tj41$DEnHCTEKQ4h-;qWZ)B@-K2BNn$!5kTrdiHRdTre1-DV@k
zz+>cr8JOG*riMJl%X&3OH%cNG*T{QfZZ8-_$`VG7St2%{jZtE175Xw#aH#O#0@8{`
z^hUjgv4R%0h(<FG9#_+&RmvvrZZ14dZ;dcwGzv2SM|vU>fy783ha?C@`5hKVv)(Q8
z@ZurZiJIWHKKvS30fHp(vN+D<49>pHX0b$+!%Bw+!cS;M1I)P!{5ZW){&~L><C5%k
zBfi0fK+6mWZvH?BvRbL*Y~lbNQdLT*Yx&HeUO@rlCj|D+6`O&F4sIT4qr~rY%BQk3
zWy8r`5%GtHTrH?TheLcDk;kN{QB|?iW9VWt2tW(~KKL&l7vodeAiSw5KA-IKfS_cK
zh3ydZ`kB7au8R2-&U=lkx26M{LfXPaS1J^MFR6h52ng_N%v!R~g@261K{^T}NMl3C
z6a={{MWa)z!IM^lV3#UXil8cD2|ASgem)=Jh`Gyka8OJ$RQg?eyDVGrO7Y5P^kRux
zGLVQcA19LGSdnNv^nE?TJ&Qk8@{p6voG$=dL<~QxC<yi%G7D#uELe|lKq}?36cj5$
z02&qetXLo*+E`qM%q3bdKqrmtrRhmRvS8~<4L8Ipeu?xbvlArWhdu+6pFjbNOZ;g7
z?RlMLHMMKxC69;J)8U{Gw2ZqgS{A=%U|&JElfFx^t_4O=>IPJP=_dDn+Udab;CDA_
z52|@eVQMhsIa{&yQ@!4#26`T=r;3F>rz>H2Biy&`&Xi_iz7j#dXtiV%6>KTCyiP8I
ziJGxW!23-{fUavE7eM=REE#osig3)V7K3Nc>EKIYLx&^}qM1Ff`3#5w8Y=x(%g$F{
z_ABLPE=_iT=1Q~NFlmZlOac@*!dC4W8NM=RIrfh%YUjO1x0sny2OACp${>8rF+ukD
z%qNN$u*YF}_zmkeBv9ns7_VE7A6A>}GP{I)7H}T{=k8;{W&tn@9|J#sz-~+PnUWIn
z1^Dn;EWW)bzTGDQ++z1Wr!vyJ`)KEj-#_}@pWE+$!RowOt>Zkrq?qh*i9Q^3IeBdd
zTy_)58)vnQxn1JTNFgJ_7mg`X9t>t=lbQC1BvcyRLoQF_K1~{@o5iy$#Q8OCy2Ig&
z3fy_GbIekpUK%!P9AgooN4)``{Pgm;S;yU8flz_n^y%#t?@X^h5DJC&cb?$Gq~vO`
znybvwmVKr#U2um#mW`5VNT_h?008pk*xSW048RpMW1()3%eJouum?c17dZk%sR7az
z^d{(DoCPr5fyqT~Wr$4Z0Zx$o%;zW9nCd&FR=?I8w)#-@h@s>7G7ssPB=yL}=A6g0
z9?TkSLuiJI@L_gZ8JJZhH7Bc4k3)0pwei#Di+#KXvFNnje)sfl-5U<8we@hc9`rLI
z2phR12X0Y{E8)1L$7Pk*Fy1-Sfk3qiUJkm7%EsUQ^<RB*cj=!W(5Lwfq!NYG&Bcco
zZ+>|5;rllq@O|N#tQ)0Pu>_dt`Q^on>zg+pi4&JcS3kV_z6?N#urs!Spp*+mV+7wc
z4LKU)F*oj9I93Df31~6KZlwe<uSKC=rSee(LnQB<U7WAii}`FoCUL!*T%B*>bJnYs
z)qJ>^v?rt14}bXX<(ucVMzsn5i;s5u=;Y+a9KgQCTQMDWfu_<rRIe4Uu1-1hwcB;B
zFvvvak}jL+x693%G3d3?vha>k!5EK)&MwZn94zxOO1hz#cU#47yR<!CE*4XysDJl=
z{wwSLE^-Z-$Fsx5#nJZo5Y8)3t|7wO)#(xBQoiHiVzL|!=Ka=s(!06b((VKJYdP)B
z28~X&K#TV2;mLF`sMSiPN{Qm|ZnqhRSBYthPHODks%Rv2O4gE?Pm~~I6SA0s_n3m4
zdJz{suo@$mCcubG3#&f3t3oC==nh2>*TAso@-^}q!jPEUD7cI1+)5C3aNKe^4AKjo
z!}%mj40j%ztC+8JS_AGaP0)@h72H!&3FJ-K0*1b5Jj8<7&}HU^JO|B>MM7>wA$(Iz
z7u;uyN$@`k77+$!#4aor*v=)tgL5T*Uigk79Q(*e73}dDhP0+pXqKpvG}f~%uKpgH
zV3LNEsMmhLAW<z8>$FpqYaqF(%>`)5iIpFg=^gVt;8~Dpe!GomIT0&dQUuc~g;LdI
zQf4spV%AQ5M7$;=S}II2ViqNUpMm;io-R%BVA*Fehb@E+tixi5Hc9ok+iqi=W6AjF
z%g<Swunz_Kl}8TXC)dMTKnpA6?js~0akw*%;SdgiGT`j*HJ!;+15Kx+R0_EV836p3
z%WK{DS@)NNHoeb5uh_14ExQ)731LjXy6$nfcvkzhN{}U^u2hU7g`4>C7{kJv=CtmE
zR0XU7l_Hk_c<aV=ggG24EUS5ZVw%@WaVqQkcp%7JMA9D;6r0yP%}`2!u5chrVb)~4
zoIVyZLWH26n=j2r7_Qas<1#9wXmZ#}@u=qWu)SjVrz3vYs4#1x*O^fCSj<Qhc#}c_
zU%OaD<>Tl?{SfWm0~Y!^)dmuPCY)5`UXP?(Etle_!r0kB3s>Zj5C42f2DVRKxE#!f
zV-22CbEtDA6{!-}+H9NTU=6ub5<)%)Rx$dRk+up1A*1m$m5XkVe|ML_qk=o#X@diX
zZk8ry!ck6i=R?|{TK)RBzbR<+6Is|WlI`Uu#CL@5ibD?wDmotXOwsi12f>|f=W`B&
z^KKhNKV~7#>yOL21VEW3dq~GT=H1`LlFC^UnUQB8B#63C6s<PZ<#arH;J54q9s5ZM
zIT2cgBNoK6<shpJ^a>jolLHEv=5}cwpKpKP@!%WZ&SS~4@85Y6cH33QzHjHgV%>2+
zc?gTxW3_{{`tbHWyE&qTL8pUZz#O*mUP>ZRloI{sJt`KOco*Z8<VpeFQv+%^uI~nY
zc5dbQbkb>&$E_>?81`xl9AE1#WSefaycjl54<~cZu4Rsv<yI5cEU&O^uhrqQ!TKI8
z^ZCo?y+Jn=(I4FZ#<IWXM;c8h@O60HCSxC#3)3DuSxg3D<Ze<VjO#f6qam8h$Sm+7
zGpPzbR*;Z0pxK9Hg`-d?7%ZfK+EEQAn7sx{5W`6_gbT~A1ze0?{Z8lh>c#cxO`}lj
zR@>9wXw>W$$V%u8?Rr#Z1rRx!Z_iiTb$`?(qs`k*S7}(t=^{~|5)DC$qI+DZg}keW
z<>CN?N;Y*ipPkM&hpZhdl~uQUG#+Im;eNeQ1<|bN_#$%A1X36w8v4<aNUtP_qj9bt
zp!|OP_WMusR{is%`sAJgqflE<x36!W|MA0*-@bbPH$VJT`$&i2M0_}&Ty0NpPOn~E
z-O)F6b#(UEKm5dQg+de1UP(2al*8#Tw{p(d1pcvP<HX4FZ^2(<$!KuL3-O0IWKKjd
z+FnM3!SNYyEZQ{2lsryHt@*gqYjZ)WcAC}Yuujp>*~#kF+m~lo)YP9IpPp0Dd~^5g
z@c0x8E0+u6gy2&9Km+38?cw6|Xvv9^W#(|u#Y4(1g9JCz*JeFgFUITDY`dA(s`-=C
zO?S|o&-=(H?PmV!a$PB>#*;4FMcDX%@^AjHZ$AGW!v59CcGRiOhn+VsU$S-_4j8Xk
z=OsHVzb3t-4Hv*#r<^`njo!Vy0nt;;mBxcfDiU1~C#X|Hm!a2iIverxpk*}yZIlS>
znRLYYU_ipWM6+JW<QwEt;pvnWP!W|LLOb!mL@W+*l(rrmSuOA!l-W_9AqDWd+AY>}
z98X<16H!pyw#RD<5TkNP6N2X6iro;%osUh~h)6*b6za++v-L8!Bleg;JVNZz3ds;S
zT*^k+-_ddi6h!h#IA;|lOpuV~Vgg#-7RV25U<t60Au#x<G}a^BHQ2_?;u1x~zODu|
zx*w}W;8K`%RaUeV?nD%owJdZ*nsZstWutME+?d9g0p*~i2Nd>+%he&5`GCiRwI0iN
zI+}ppjljj456hG2c2SLufTsAoj7*Z3-bSTWEKfQEz}xUwL1qzPR0AaRacxltlq?r=
zEP5Ka`4eCa9y8yv%Ofmiwo@|r1ZBx5>V5&7DWu9?9p6o?QN&e-|IUPeWVu|YvgmBg
zmJFp)33{X;IPA9FUDIYS3Y-xDD9sj2rmus?kE}Znkq#uc4K{~~_EN$D4|OeQI&9Bu
zNGp)R2rWXoj4-H35@R0d1Ex*xUHm4=`$tuY8@p+n49ev3sS;Lw0_MF409Xz&P6rDY
z=<ZO&nNAC-lmUqgFQALL6py9gx9w3e33C;06_Oh6=rRr8UMdTPI2^f{Moa(>JT4=4
zUZm<;O?);TLL9(7Kvlr@#gtCN5dvDjl*fg|ucn#L(8`T=O-2&=dP?pE)<m%|>2?;w
z{<v8I_u3=&kU-gv!gFB8qYkPX)qr=gpe)Cu?LwlKA*~r|u`%_#!+sx`X!u~%VV0v(
zR*|T&t^#5TX*rYOFY8_}{0cfNHMdi?+iILd?DiP$bmmNgBsPMCpP9H5pF5>u@yhYc
zn2lGmOq<oJ-!Ft?#5S4w2p+d`gd5|XVsVHGfi<_o#`MmftC&atT*YPR*?XixPn8v@
z(X71P`+GGWzOK^fjnj;10L!zG->$f=xF+!1gF)li$fAvTDd2#I?+AOG3BfPh9KQWM
z5(nVa0{c7ehxdiu$Et1D{pcI(*I#*_JaImH{MDcR8Q=ZKZ~wreoFb|;20|!jG-4~f
z9n7_Uf$O5e@-9HfRjriA*;oPijKLHJa;JxH|K|FPH{jLT<wquAwP+ORx<%VtjQd<e
z`oJYx<&(t_A8R}sZMVjaYPVi%5&~*9YV+CR=Jwfe+$Y4j`{<GA_2Y!3)Vts9+HD84
z8VMd3P-b@GBuU}WGJyk-0i&t~e6YVjd+`PYLm>&SnC4gfE?Gd}CE$TbE9ioYHzXn|
z=nh`nJUW6K`0ax}_wnJjUaoz3_3d&nYn2*<W_L4P(sP~GBQcp1x`dz#lo;*nc)H#U
zn7*>5NUWeKaR&IHmyfi`8Fn+*F~H-r9M?;|LY7w0&0u^oJ=zWzi*{?#Y95bAyd5~%
zH4BxPj6NLV_0I*(NTyKdut2ckr4ED4&a~hEhyV1SKe@Z~&kyL+d<MF0dSF&>p1pkk
z;w|g@zy0H1nN9Jz{J7cNPUe?eK=(H<ub)3VzkYgh@#gLgLI*MqIyOf<3_#qoXbsMw
zs3;-R`l#z%r3+w-qH$2G#Y7rStYZ`#ITG#$r#I%Qle5z$<+wu_3`MG+i7Dcn#z=1(
zQ_Bf_nHV?EFV9c;-{sla#p!CZe*X5|)7x8fb=a*hKZ^DA=u}I&lkLpN$0^{L1GH*Y
zNZqmB%OzFd70XHIcmuR`gy(v-94(e(LYqub(+Q(gV~kg+T_<{n6YNia@r%z1=4WD^
zhJnRmJ?ovHY);QkW-}s`oo1bk<b=i|!$^+%wNWEC?vy$t!7FvHTkz+NYysK~{;1hx
zl1au0o{!q)Q9H+^S1RRto%(h~UpGjvSjEWkzfPmhohnVG8qff9a3V7&=QEk>vr`KD
z$UCsPV9P*<GIg~0IviF@iLpZUbIs)H+8c~ynR~R`xxWW_lK7s_d4O>vq((Do2<ssl
z?QpIm6H$d-;u~Td0&|*8;^{5Z(H#aT+75yB27eui0&>I;mc$*M1br>HKjP>MsU%F)
zpv&X45pgQS=r15XFUc`20=FN2dmkGLsqjh(#V<|S9H(c&M~4oct^%FFF_Wjk1`z2C
z1r<4tD>;^3e#NXHnHD-mMe#{gOk#m!*r4nix@N6V!rnuP6`Miss<_|T6OCHkbTm`R
zVc6pL!<K}UDE-N*&t@aRKx&M80j_C<+&aPeXjGFV>`XX?;L-<u1m|N6gru~v5G#V%
z#;KPzzZ*q(EE!2KfLbEG#ofexU<Kn~dGrvs8wD%CF8ZBzyW8j4_B&m=7$65nsWi(M
zzJ3~70FC5@5^GJim9!A@_nggpm3j(`8TTxZQ$Ya`gyI#cWFn$MTi-`^E?cK4{}#tJ
zngFv|7NN*&2^R&21FtxNK0+(H7(_zxS}g&GlZ8u4Qx%VkEhM)*lEvI>V2O~BKnF14
znP$r*s~nAPZibMLGM9!2ve)ardi`cO9ik<MMH&+0X)Op}g24kk9L9L09&UM9H2G~3
zeMQg&9}&XyCTofZ+JlPyju2=Z{4Yb4$C=gTNuz@Mt3;2F*MrOz^0~5lK=UxbI4g-n
z*o$l3p|~6zz7j!CP7RjAQG%0H7d29mR8Wiy9$W%>MPi9bKr$H&^5>isNYNMRbt9Cy
z_jie7l;bIg1Up}S4tD~VCmJ1Ne@a7b(=&<|@_HK}i&^^8pe_0!#qp%ElsA%OV9mZu
zKwbdt*;-Nyo>oPcq)0BfA2GvILjZ*gs%p?~aXoqL-QUp#Cwdp&HY82>IdJs_yOXvW
zaCZ3CqJB@r<J8d5c6KD2)wA<h*xwCWcEy8TVgIq~@qPEsj&Jus+}rm)e&Dn29&eAH
z-995l3kpMWIf+r=D(trjl45f$gPUuX$=bB0eQ<bHj)y=`Fx6u>W%+-5c}DLQ*2I(b
z;nnF09(#<Ty>1Uptk-TLyl<DY4ZOrL>JCMn?ZxsemoL@pq|b}3W`}@xf6()}9ac7^
zv{<HTl(2Di+uMDlsS>zX(7_}KK<iMC#aV!`E&B^3R;DsutE?UAbL7)Fw_svWy)Is{
z7~$~mg+#X*7v)z;V+If#Re^%b6CTm@o6Dz-O6$k>e{2*g&0?)rZ;hI58no%V$C%2T
z%<Ui-OI)lrvqpP6nA8C#YkDeRdc9JVGB|B1rmuiobAvQ-Gq*2$!#>_uh$u$&YIAlv
zUrn2>S+g~%*36F4Xna&_XLQQzqiAcPpvsYl&=UAQh_Bc%@XRd7lmGGm{f|%cR{is%
z`sAL0XU|?v$J6((-?4W5!~5_4@`t~G6v2^f)gNp|v&+pfz1z3vH!rTR+&_K$;@dif
zdl8u`;tDS3kV2fw#QsEMP+4$O^Pc6<N=ryS%Hcg#PGz7<W<zms2Lya@svn<iH%HqG
z{0+m#eB7qCY&>ewk=?2p%qaZjw9V1G%GQt3YdRYqGP}&D>+Sk*J5MK-L_~<`ewxlm
z`4IpF{y-GF-zOH8o%HHQYlgZ8u&-({KI@fV-JX(PBt$r+MyOre9!}Sb!Del41+TBs
z)wax6v_t>-FaPwHfAWivDh?T(hQuzbhg45)=BKAe^;#8BDmYP$LHxhhSEr?vM!w9X
zXRz`tBcy~t_2b~Kmh+hIYZa6j-E_}(Fj=LEMXpwx>x(M_co=T+gaZ}@y^g`VU8z!Y
zh@oQGt5Zmw(1X<WMS^nB!(Cg1KY${{jhJB|50y%V3GdFuG2BU{A0T`P9xsGguhSLL
zHQEvzrMf1A*D2S_?Ov<rv>kvNV=1$pPf=0I#S#~AJhx$yH8Fv0y__pF%T<|H$Dmgi
zJQ%JjDa3>nsXfR-l{^ILB+eh7-9vm5_P835nTfb!(_G9phhP={XMXht<2DQEcy!cm
zuukc9uz;D?wK(4LcvkY#WE5MDN8m%_s>CgZTopJ+vV^%9&<yCWW=AlD^IDemVvJj4
zzk>8vN`j>_7~8Pe_)@VnMY@>mFe<lj)0zEuR8K-UGkg7HH!B_;*Atc%*dB-s+*vq8
zb5o}D9KbAdoq?TR43dJ3YD_$#0y_#_2lK^>*zC@uyHcVyC}gHMC4l8F_yag$hP_Uk
zz`$VOa@g2ivV4R*pQq7=7CxS(6x96|$lRDjr=da`%dxlTXL4Y-g5_W2NP<Hqn2n}2
z5zsm#QvfnK{-qE*ph(ChezbvRBss7^pWrnUCIm-gxQG-c%5Eos2ux7qD8W0RXfcCj
z_+B#cL%e*7230<lW|PR?*<2>-5^_yQaN`PKU#a*U+trNnft#D#@t~KW&PfasTVT3i
z1_Rc|vae$#>$w=}7G^L^LHstW)T0-3tg%<)C2a<yS`BVLO?)4zn0g}U>#+e<M11KX
zNT-62SReD-$D-r_I4|DyAR3|pk*ypIbHcYe<=`$iuCS=z6{Gvx<v{Tu5ve=uCX9==
z_&^})^JId)Ou$c<CCl+g_r9Xv%CWP9y{(pIC#!SBqYHqzA}U<aX-mpt0%N?>k%VvN
zcf)4!I2{<*nLMeOByy_;$tXUS-7bD9RBV%@jGOi|rA)hhgguvr6O2!W#TvBRZI7Se
z0V9G+jiBFd54asHj<Mtci16$_Hg~LEUsCYKJno3g>wdHowA$l>-@pGD9IJcxv1<o5
z{{0k>!tHWDg3kI7SHRo1Z|fx@iy5#X?P`fX*UIG-KJ##h%gF8dDMCLZ77niMa&&XK
zxjvgeJ)Tb6btEpX9#Cl5Hsb$Wjr)t~<oXJ`?dj#w^24har-z4wR&TplgG4^up3LTJ
z+Bv8<uhpsPZo{LX7v8r2&}rSt(tsF+7$b0Y1n1?k+XRmj+yuNY1S?)_^klL7Ms8KT
zZssv&PSI&cBjw6~g%X*IGA0fq*am1T5FH2PN65^ggJEkV7)ud`&tV-6#@p2f2;%kW
zRVi&|<Xc!S@J6N~XoN|iq_l8MQtO4%yfav~dWXGXGg|=3n-s(>h{#|tElVk8Z%K&w
zeTvh`{(UuE3`!LwvSz^mHF>=`T671?PJddj4=5}O%EM|KHJ<B3CYDKtl9>pZ8jW{B
zAqjIeM#b3iYWa`<_>Z65UHaz-^l3f=-@SWtxL8t?`rVuN-@p0xhj%{?8ck&0&2Vxu
zUEZBt+?<@Te7w7O3TpNJ>mRU`d`!eRaiIXaM%ZWn&dwca0*{la2FDUOEwf}>;whZ5
zguFnGqvUXLY1fLY&2qI}O@@uLL%I}uq<to%?rhvRr^I^DoDFJx^g9Ho!_*ROwkxdl
zo1+bs)5*9FIu%lBt<2Ubh2zMSzl<boi&~AnlUfJg-NJOnI8^U9i_1Y3k!m$<b1g!<
zNBf#j2W-5U>yD3?!+vG4z(;_Oru55y{~vZAeN8na-|GDM{A9g6oOU>n4torTomg0}
z7P2cOty+cp#-n9#Md5cAPE^JO;Nz>wr6+@Wvy!P+4BY*UG<dg4#YD40I<GRvv)}5I
z&jYh>)?tJxjHW^;X(pbsv38BbG(I1J<)G|$!TMtFMld`Sl=1B%TbYthB+7zJ^otBa
zRN~C%YtTxVmq;r?1&HWazUxK?%XpD1QcTwIezQn13Te{h1hfmWIB_9Js;NlGd0-(+
zj>n^5(s;@Nr)Z-1F)E471{(V*ZuCWhgE7|1<~@kV=6AWVLg92WOS+R0ZUBUyB$uUx
z+qu&MwMwQH3o++?hVfFNSTU+eu7Z)2{lEs79#M{wk&c^MF4^J%>ufNC@E=gRTviX$
z5sDB+Ie5+~^~QKcngI-H5_Uams!k2F!o%lQg+>GfY20bFD|EM~>IS%dlI9xMUdZ;z
zNXTumW)f)zKZYo(DjD{)U=a5`D;3n*ViF5ilzJ&<FpA+gUx2u0cbo&3LJomAL*`>z
z1nzn=MjoGfZWiK5rO;x19yjp^=0?+F7DjT>K*tkl%;zek4@kJjB`vBUC17LDb}5l6
z<_RPsDIiSg0SP}LU?uPu$d624lpLvEPnpOdcWsJc0(vo1q$mdiJX=w;P0EgoSeBIl
zW_2Q#XhC5?042f3mbVp+!&D3~q2b#BucillL|@|yDFz=Mh5Y)OxeUB1R*pvA;3UDC
zn1{>_3r<Bn9Wx^I4W&TDLlBrW4T`AD-!f8Ioc&{pnlNCnRD(70#f%yPGOs!9w1m@f
zz`V`Pv7S!nL-cNI#jui*#duJNiUGu~un$K!Unkv2r^0Sm8pF2R#e7AJP%<dw<X~D9
zn~6kL5+h!BB^rtOJgUQnRu&{w2wLi32c{XbRw^R%BA)g-<OuNCBge6fX6OZJ2a6T!
z5v54cpc@Ml8AhZ$v_9riw$+-?nF~usGD6Cj@GxZEs2I%YDut3QC?|@z?9{5sNDFn$
zV<%~t;pp-a2u38+xx0rr$rm9Eh_4K~taJB??)589Pt5P*8F1czARpLbZeP%9_3!U9
zm1!Qg>~x}@N$mB2wR#+qZO``PKEa>6yBF<Nn-DbTI^cl$WP)8J@Aq1<u$>M!<NmDI
z$FG%&B@w~6&ON_Ar2b&kXrXJJ(YrS8cR=COl@X7=xI7;d0@_Tjjuuakk3PJ3L7x}r
z$X=^~%w9Cghlj@{qtNcQNL<#dG;9Eeh&}xJ^LDi;`yGU4hW#!otA~ie$EqMOaXNcd
zO#+%q@ROI8${~)SOO`pvK=}x`ocO8OFa|yDk2`TGE{lHK0i0(V!gRr5o;6VXDcT5!
zxjYY=o#WLh_JB$zUxO@URO%TD62iPO5w4-8@WCdfU8t<ueas*AR0gMgPLi^S_7rT1
z{$#*U*#Q|1UQ1Yr56AN%)!+%%*_qXF^zP=_xYk;Ahjf-q@Ww@>ol+S_G1?cX)u;m8
zTZ_x&DX7!MGLhrbado`;@BjV({WNdYKR>EZ?iuJb8po^ki`y69zx(co_dovO!yhrp
zm|Z0K{K<TIvps%#bo}z_`UU+zr_a89^HZk=S6m`8!`dPxDH%0NN*!Q6x6x6z#|*|K
z#tc^EPN?a;mobKY?EK1cpBl7V%k|>;Y{PKUu4ieoW(`NhGfwk0tocrP)U6VP1p3@-
z)d0y~U0;D?U9A_`m&SuCG%p6Xlg+T(%%NJ1`;F~#IPO(Jdoj*&ZzoEhAo-q&0MaUD
z!D;IFS1b66=i@Or{lmpEO4=AZ7g6pe!01+ooZ{#=zy8f{{_GdMX5sp5dwR%1U_hbx
zYTQ_kJD|k!Ib%E|B{0Sh(<~)h6?ht|k<Q>tt73Md{x1}r_M44r9yNtHLAQ<-Dnq3+
zy*n&JiPwcyoy*{KJgJq~K12p}W7ciYI!%xiA&%kE5X&Q0S<H<MBqz2%s)8qdFr36=
zF_+E8m7J_!BoqP^DF*`dUk3bvQZii0Mv1Ot)}WdI9*$|NhP57}7EJ@4olelT8|C!h
ztx-TpuZW1lmW7(fvRBDO{0_U@>Nm2@MxjKPB14~%uM9eUpgM{#z=}a+e`z@&{fEE8
zG-5FZxa_&8I%_xBQA%zrE;nY-Ned8!idw}W!RfeFsrKq^SyXrsI=u80Sv58qUfL}g
zlM)~}XcpJlZ?G^;Q_;wMkcZDkh5<gGNYf*XtBP)A)gNe<s$JF%nG6*zG!7#jFpoj_
zhn9va*kS}@ahXVqJ|P}wpDA%{kB4KORu_ya6NM3vxvd9e^Ub=V6!9yWzi(EE<>Azg
zKpTKCPZC0tRi+q>G;Da0o6vF*0nCh{CLx4gUtjim{Rdw^U`y<A*vY!p@&;bGkcZor
zyK2;QHA1$L2cC(hnx#4{R))7~A<tUYp!GLIRg0sAR0hqB(#bTI0BS&$zh?$c_NG42
zTl|E1V7MXT{+Og(Y;%A@aMz<K&>WRb2N!plFvKb}3XpncZ+ni#G44twh1eDJlX^7)
zS>TUY=Q{1~gI&ez2D5-k44XRKHr`xFh>)(T*yc4l96c-q^Je#=pm_LgvK~^<k?6|?
zY=wOb02i2rVW)-HTKD*(KA|3uDo%^ybrF`NPMy;hfUj~`F?0#9R3Q?Ik*Q?&<8oj&
z0QHZW0Ywv8Np{*{;MbBNY9G_Aw*5XDh>F19Z5HOPG@=>$m@EM}rFT1E-LXCRBBlCu
z*~71j^*8o8YQ$lfknW^eQgd6GJ4xy#;k9zF)#Y+BQ3%V`nA*$5ZTG*<XcTQQlHq>~
z^@>^9W7@s&(o@4!O6c8Ej?9AQ^HofhHAOLNJr5g~{HC9$1qMEaP58%{tK*{Jdi*FM
zNyHvWM21kkyk22vH{^7PdpolIz_)+kezGI%@7W)G<K5d;fWtejzWpbUKL4#__Yr#O
z%a?BkgE35dP9-NZ<op`!<<(@s@uXeK%{vWpKXk>`%Vo3Rwpko^D(8nwSRY5rB~H*I
zE>ErMW<8&e23#U&+*mFKcTdl21>@P}<>}#S&}vgVTPs(){n>230k<_Aj)sHr)2BDx
zR<Bqn27Sm=VIaWKNC-x&+hRex<_yC7m-Hyy;DFZ}ktuQlp)62<g|3Cng{Vb%6Q?5j
zZ9=0W(k)@U$3`pp(8d*Pcp(<w5>1vMH6(!pX6NbIWjSp;zkbeJ6`OrE15K{L1kN~w
z*3F@S<}3<OSoaUgpd`v`65*LF1q4t^kWbm_rUHKc8KnT11_yHVe&LL(KPBTx@ySfD
zT)jOyTXu(s6#X_@6Y80w;d(YxN)v01nUzU#3f4@2U6S}rn#{Pt%J}N&_@Dm%??1V_
z^v@6I(|iViCNBnqw=dp&c>OKGVV3xVR+EzAakn?>^nt9tzIpci;`;S9|Gazq>;u>?
z4wz;_S(Ot(iTV;;&ZLs@fC98c5#qcb#Sj(2hmRSC9xfC7g}ofl^SIw$ujj~6xm>hT
z#v~Ow+b)0yQgzd;6|p)nbT!QU<8s{ZfqMqz1*Plw<PaJbv)SQtdc0YJov#%mjZ%C~
zNT^B($Ut|ZpL)CK9nOc#ahsl?iV?@7b-JCeW_{9y5XRtoG3s5P9YM9imVb4&1bwlk
zTyiq|;`7hG{{62g>|QU1kSJ!8A){TF9-Ulr03fhjPsWXAxq-94Va^%?BU88AK~O1V
z%(c<DjklS$Td?lv9P!h`DciJGqs}sP*l+o~VkuuZ-7Y9~)>UcJEde`%x=>E%DeJ+g
zfQ$xhmH*b{Kanj81xmCD!=lP&6Hqq+QAJfkm$VJ?y%}b(f`nPS2rkiMC)tmEckl5d
zG$lYE&{Lz3aIn(~BI`&BsVUQ8a6(68{wfs>RUvG}I!xm}74(T3_i&F~E7E;b!@*1I
zH!j(@3L-qnv=EkMug#u~Vx<A!=&4XU6jfORF%sAxKY%?IqdOS;nk3)~qwj=zDaqpp
zIYs!QR%&2?$H!YMq>C8cV+lA#!0Xu&;DP50x-E7#(X3Y8c86INN6b81;KjpUBcX-|
z^$rp8ZlyMc&s#CN^%5p_EZEr5D|G7Wn4<i|Hk*|epzc_NTPr^UnRp&`1jkx9pafiQ
zdVxV+u=0a2Nxcyk=wY*s?TTR%MTKJm%mY3jLc9`0p+b<%!lcEA#`Hyx%90rWaKJiM
z78J}cyH9r9b`J{<T@Vq7h$~<z;%{KD0qkIaWRhVuqly83NC4*C!q5`w(F?d-g3ZSM
zF&<&Maic(THkoyMX+3DJ>4|>&eDJ<#Ghl7!*|+2vHUa_}J(66=P?SZ6-Ogf+=cGcy
zix5FX5&)0j)q&c?)C6>bzhrGBvS6}7Sr4dgJ1t1S(zPI@3<t2dQYJ(1w&>WW`4My&
zcjxt_-!wAp8Nr_>f&qFMvrI2RGc}37J)dCqQ%aFgFP{agS1;s5mksC>U0L|1f|e)L
zG6D@?RXsE^{BH2@qlv-niu#3OH16HsQ(V?&I@Cz$O$s=rK*Z<Gh`tKNl%f~Yl%a~b
zpb!5~gbBxG&GVjeTi6n+em7x23~%HjLoQoR@#9a+X%Z<*N{G-NDK+nM%p;J?<RH4r
zQMtml-hP0eKO_V`Zo4RW$|Mz)z9fe5DBY0(ibT<bCG>m}l%skb^at@t7V!Ye(m^k&
zi9(3V04H=Z&Fv0(Jwcm|Dk4-erUEEr36cU{SHQ9pu<XiqD#aZs%<2?NzyaIc3DZLT
z@SgL@H@4jei#h2<iVE|kauX;BGB3+VwDd`T&~4Uw)jSH^bc8}*YF3MvC&wEK>06Z-
zmnU?UvJ>F!)h%<x%a6K^#dx?J^k&`W^QR}9<!ChMjd7ngAml(AP7}(`X9|nidNi1p
zi<M5Z!;Bpilq~H0bmqa=_n7n1Q5&t!!Omk<pwb=hpO4=@EU&ogiv&HCIih7rF1zCO
zqL1+wBDH~LNYW?F<`E+$4tyD2jf;1L?B~UX#1vKhUJh;^hi%v&oUON$&iMJ&^Gc=w
zA+TR*)pJGWF7#oJfs9@`{t!mV9FD4`PA<D1jLYPdS(k_&MA57wfE>YqM|qa!b;WtQ
zyuy0WA)?haI3}fgrP>8$C)4?QG@iA4%g&$=wmOwH5}8saM~@gB*J6q@KFKdA_i37i
z8-{Uvb^Fs#KYg0F>YpFgC-)4@#<TTw{`T(GAKrcU?dxxU`tB!6mZ4q(ZwLK;u{nBk
z^Zf4o=FQEEXQ#K<N7utftMIX+g{&OwGt_>-p!goC9!7X)*A`WE3Ltn>um{1A%o(4}
zBkxcSL8D%4HX9us!<rg{F2&hX%!X<PU3=AGx7BYq#-lFItL^%Tb0Paj#w2+4y+Nzh
zsZ#5BPVwW#c?So3G2AFdXt<vB>zK!ymGtqlLsI+ra6-gz*ePw6o#hNkCfy>6(=ZUe
z#^dgwQ|AzRvYsu+RC714XlGoE0|DX7&wg|7vtPFw<rgon*X!wWHZw7>1JFUK^~w2Y
zI$ur~h#r`ZmeXl5lbB8VtyZPms)8^>M@q7;%H)TG3HYo*uSs!owOAPsrgYMFnhm}c
z>#b3r@gzdEOEE>4jm%N8QLNSBbZQ{4gWR{<?H(6ZMkze&459(i4+?|ZW2=&-p9s=E
z+eyaNEFB*>(nA^;Sj<&y#PBRZcBMs5H{nzk1R^Zl_{5?zY7df&hUrNV1Yn%9B=&oq
zd^UwE4Ej(OMF?9Iwl2CF!Fx2Dn2rdl1Np*PRIgO`9^Aw2#s(x2ii3R!dMM-bW9!EO
z#TB?rKaUbbUrVA~B_h3A5iJXx1*0XddqtE<cLLL9x1|LDd=WnLwuz@^(_V)gLKi<h
zTLZxjC*-4bR+88O1DIm#fpv<0gbo~|OpZQHm|f^vj7B9B<B+6S1lTDuktzg=X{v*C
zj`LDLiokU=>yn6kx>@lNkmNVTYZ8M!GC;LZPHRydDX=L}8X0eB9|&s^Ol4TexR^8K
z8d<Dn^b`60PIo-4MMF?EG<^6}%N5cYx5Fj*B|RwfR5S4SZ4MMIG@@dL$R{n&Y0O#x
z)w##PAflg$vk5GS6x3lw^I8rvv82iMhe(`^3Qij<qPWIR8NpCYC}dc?D9Ji`PZT^Q
zNRN-fu!IMRU#s7%I_-H)t|nQ>pqP<I@Us|YG>1EpR&~@N$!YWKKcQiVKp(y@;G(XB
zT^3QGoLI|-B_Dh3Oh{r5iLx_Qh_@8FwZ;Vgtt!Dy>l6#Ipr~V{XWa=u1XwPwFrPgl
zxUk39(n*pFjEFhf1|uPUHXP|d&oB#_U5$PZbT7zSbU`8np@xCaqE@>cRr89#Y|WY}
z8I*xM@Mqn*pJBtd|46d#Bruz?pMnBv-N~x~22;VZOVW^Mz-*bM4Z^<L0*DuuC<($s
z9|DXYrR^~ZMl30-ups!^7@Tl|k>kTRh*XF@EW#8)u~$T`r6a&MjA%GX&{7bFb%K$4
zMwe)(<!_*SG2o5zahh(-v;xdeDF_cXE6W<w^1(h^MZvPCxozIv$L>cD$Ts3zgZBks
zHp7tVwnbbP?Dy6O-yA%=?>Ts4dH7XG5t^;G!|p3n7FwkM0YD24I4bD7VUHf$31_HI
zy~A}Cp3L##lB-HRpQVxdc)7%%0I8Y6jw#HEd=`5c(-&3@{+rnlV@CVpY&)CG=t1R_
zlZxp$PLn`95_yI_Gv3;0vYa1{W>7=y7K`8I0vQ427ZujB^ElvU{-;vh18_Cqwrhe@
za$|C{=_1{u4#9yG7BKC9ZnBL6e~>+H-1r=3d=5IbUAiQIp1>y-lLU6Yeuu?rJ$Ux?
zZaJE5XPcA7Q6-h{mTTtPF;@f_h$#y_3UVDA^QKW-^rv%{0`2BzJVVg}Nf$==@;Z_M
zcf?1<rx!&YeU%)C=JNKcwK;B-QoR~aw)4hjJUtwZ=DqGA$gl2T(e72!xmq@lC6ZGi
z0VOsIyggH)m|5ptDE6zB4{yKwr+@mVPwp=L^8@-cpMlq}zgsPi?yjEw^x=DEupi%j
zH)_<m#`f#gljY+2==ja`^Vc^o-rv1q`g(EsvfrRWBx0Bl7}a34M7IscBGxzxDA58Y
zCv4kPKV)!%g>_uYdD8un1l~)0zc|$aX<gk=nT=82*c?t^aDgWvtyapX!J*Qz*y&V3
zP;l$Ox<X$zTgCC1H}Gsc8BRuos;PpcN;}(Yq~Td~8^zhMu>=&>uk`Eral71Y7AF1j
zd|W#^?2ZSO?co6QeYIwQctu#FkdeOZ>yr&VEI7&zH!Gu3y?_7SuYU3GYPH&Yz2f>g
zYWJ6eF;Svwxj2E2G2(A3Q*1!h*2&>1AX!v{F;{aGs${5HOy*J{V&D9L<SzT&3X~rx
z5EEdRy?!=B#ZIPK#eyww7HsNJMbc!}Kv9kQgUPVVcB)e=sgeRGpIsG`K-HijBv~xe
zh8NO<LZ?<X3V8|er`w5@7ewdz*(o>q@o?;+RJv>=!{M5Nct9Q;nFbw%(hX!2jmsb^
z4gNED7djgsSxS;cO-C{Rdt6pTL%_31O-1zJ)4UEx%%qL6oD4$t0^=F<qC)t<T)<EQ
z%q{~6m1I-k3h4-9L<2Z@Lg{Da7lB_2mPwJQNXT>S&t(m~L+K>9kt9$p2<L(bXhQIM
zj<zcxsBW7zPg6+HqXQ`5rY|e@ot+xZ!kU8D7mpTlBIfx8H6sSy;3?c+`FIkqTpP?0
z>%4HBC|ReJ1K&Xz4Spw1?s%^1WpEt^gmXQphvl%D`XrQv7hO{;#R`*tmTFBUM1YP~
zN4#MXM6)P)z973uWHA^Kh;n2|8|4NL7i>Y?m7IG!C|69glAnrShiv}Ak8~Dr3k(GW
z@yy0ymb-wql5zL$9=a1l4v==9D<Y7f4`8cuLeWJ}2Ei?oApgb82L6kjDFH@ip_n2f
zA2KcT#8OQdhvEf97nLcO@H_TNp~5Qwqnc!~8$bmLRnv(=0)&V}Mh^=gNHJ#e5Xm(#
z=As`5SIRVusj?Wjy1dLLFk}+X7dw?aHmbNRQ@~1XP#GGGQ5ttU3~Xi=(yXYKV8xf>
zamJe*@~2M(g`UuY41okd*y2$bRD;m2$>2}<S9r{#%yL8y!Dx7W86{MK0g`~Jr8ChH
zZ`2(YVvJQ*U_fi_cFAJH>y?qbVV|=Et1jqKomONeDiinvBnJjL#Hc4<-3!=V#3vJy
zAB$IpBZtd^$&FMaV>8NzS!zZsltUjlQND%X_gD^CtJ$ACVM;`s1$H4?cS2qVp-4t_
zmTM+Ijl!lxtcNj(1-#wL^Bj|c>`W`s5cQPMXsO%w@9#!@o`TBsWjB%jmOat7FF7rO
zb>IH*KCrJS(N5a|d<hxk*OLdT?I7&3`F0;#A3yL~_x2y$i$%kwatY4>PR4v5n`A)=
zGA2`5^q3WEGNxY~Z>SC-2@Uy;lnMa4;{|^ETDQ^YwcG3Yc(a%gj%FUa0;I#m2eG|c
zCG&WBezKg6%SDP`RqC~{=JT7?WTluR@Pzam>h*f_<+9c8a1s0R_rKqJ{J?41A<azj
zg3G!WkwwV8980KJ@&khfC+l(Y@}|5}us_j7bVWC#m!C#;kJD#4Q2heCNHBnaKEg_X
z5QoRI3+*Hp^uitXS|0PRd~y4F&>FqEebb>*GFt#r)H2G1HCXE>wQ$r#p=ux3ni5iE
zzgRe(LXemhd5*l43i&9OO4G?Dx>dK8PzE(az&#><FGTD4N5X0;7Gb-v8I4b7lXbth
z9Smp9=DI&bb|#p^g{zJYHAPui4D&)ULrA|+N@j2}e*fWzPxC(g^P~C{pMn4UU;m%+
z`0(cH4&e)w{a=3n)2!P8>;r)DVtaIXbb5Dr^Y-rLySvx7XSXk|UX41vbS%X5RnEkT
z>L)b?Vgk^}LfQaP-m9BVr??u!szbXFc`NRErBs%8N2gMyX$TAb&E3=Gw2Op=2H)+_
zl9M26Js+5UsX@Oz9d(!UL9?C%piWVBr<R^`4x9|m&W|yq(k?d})JNU?pq=ZrOUJ|*
zC+*d&*Mo=Ct_+&Ss8blW^7DTAYTLg#9o?Kw%eiQ$Q^&VYxg9&x)nZKS@%HH%AXZFh
zo#A+Q_sRe9zy8mOc%ob`4F)|{qo>=WL8sYj8q;xmK5B4mrOC0=nKWwc9{8}hHXqe`
z?HY`-PCaL0MhlrG1<wt`Bv!Y{a`wrb8HG}}-DN)HoXR?t!~x`d9LFIY0u;6^Xr(5Y
zJEjN012ig?EPSU}xRy^6h(dJ%%W9;Fq^HZJx(qc4kp`c=-P*z#6~U_PhtA4Ia3AZh
zD1mc?U#<jbs}Z;fVj==2hC3Hl6+1QaDr!<A;x4NdB8L+6c3X8ysIm74oG$pV5LDSz
z;#s1>*(~M3oe`wL#|82WU<gq=GJ}HC1tft!9k<0Hy6N{M#uWzD2)c-{KDq?C`W%r|
zZef`Ojh5uLaJ=QQuGyXCq5<W0KAmDi0(XXihaD5LhU~TAOagabN#|9@JnAM5<0E04
zWS>UCU)3lB?8G<CkQR@iL2+C5lX<M?;w12hE($JBC1+sHXQ-%V)2!HtqLX02eq79^
zVEc1x<*^siX8WY*_R$T*U<n}>0!D_KfG|i{)-fJ-f~aITyLf;sf_bp84m=0@0Q{}{
z2P8}#2L}{s0tfRsTmcX8F63RZ4-ykKHfGotXuKhizdp9A9-53wl=}cxz<bO}F(}%1
zcIjTBsN8L{V?{G@8H_`^l!=;+R39roQNaAN*UNi~%4}vco+2V?+y~hz@^t_~FeLCb
zM;%_6)N}@DCucqf1p=7?MlO>T?<JCh7@0B&4lnJnDzh|fRVqj8HNUJ>Btk@(5wVhp
z(K<9@XCK#bQUzUh@4-IDiWcnvjL;GMaPTomG^^|rO%|5doz>)eDqf7}dtZHlJE)dV
z!&8j~h!d*Scp|GtnwcE`)*NXPF$fiOM-_QRfgO;80jpKAJBUvfKtqT^9iu|PXM>t`
zupcASDhRU8QcXq)D(*de;&ph)Gn&A_I2mfpeym>+I&`+BoGH*`66}c`R=yE&SI&2o
zIkJ92&f>VjW-8?K;KHiJfw<xXqpv)|(?SSBvhNpk2svRgBN>f{pGKMQFeHUS8kttx
z0oqFg8vqn6pL1Nv2kiUQWfIs7*lZ!w0A};-eB*q0FXHheh#0u-?kA7^dpn+;2do|K
zPaYmT_&TJ@wOYmPw7aYpR_*z0p;4`IJ`%l7!RvKd9n`}TQ!J+Qm0SVUt5qr=EhlT%
ziRC<uLE_0<`p=4~XXk7N=;`1R**QPI-X0#!XEQJ=#X_3@<2k6%cb&^qKvqnrF!Q78
z`Mn;_!K3jo7U#9#1~p6?+J}~<tFY@KsPMcAb}Q){kJaMAdPj!GX%D!pF^SYO4tys|
zb4>VxxxBVXE*db=&s8o}xbzul6}Lt9SQCmbtBH;$57x88?c!uH-kxnQ@=+7UJMHvG
z?H(+8YzbT|!a*e*lzA_p+@j4=B5=LlZif>p<C(Y7Ig{|#f<7_}Y$35DGJZ!8#C)zw
zGBInl#<d!&_GUh}nM}@>i*>($GMUa>?M0_IB*)ZgkdnYf4Cuyu4~9&JA(jA^_zbjv
z^Ot}5Dc+@jeoUX{GmyzNdcDQ-+gIPd`QiPG@0h;m-J?a1h~n}3=xlTH>gnyP+ZWFP
zu3kRBJ-?&Li#Ii_%Npn<S~Gxst0rC&uxGno<Mc%!B_B;238?4*SeP#u(qf2XoNFl4
z09^m<`3=2<lmvB}wdt6fNgJ|zx1OW?F;~c(Y#}s{%pU7pv{ujuEn_wv9v<NZqYiRd
zFD2`xSihB-4%z(`H?!Vm+CEy1mb1aMU!_Uy?6A8W)hBIZJt&_pJMZpJTjdmA;p*mk
zHXkkLLzJ}hvtt^9X5-FcF{xB4I}gA4^`HKGye`|-U@;#eWDR@Wqt$peYBAlhg~htx
zECX|Bp*U?<;{|E_VzS+;qac;@iC(+Dn6vQ&l~A}iI<A$9bSH61WMBiOo{6bs2+Kx}
ztSE)uK-Z0Yz6{ct{|vTiCQfBGS2>7Vl|qKERx72eMf|OPuG=`5;A&*j8DRc6Zs`5F
z_xTsy{s2$e?|=I{?lX{1(Y_GDaQ-lCFxY@L%Cad-p(Q1OcJY<_-4QbngNiJw)&mEz
zJHh4D1E#?nt2q`d@S6bDvozoYG%Ae%7$m|HGc-Q=W}yJF0mLE^LbrwF6rDlvS8=F|
z?ScVdBrHjq;Kz#<)52Z6Z!`%e;&dwU!dOj4V8=Z+u-h(FL~0IzhMIt~IN%_K`2>TL
z<a0)m!|WC+o{Ll<Y7}<INjK1+f{3U11<$@i4MgcYz<<Sm2lN$(Eto9JlO4a?L#zOG
z4XMg)wfL+g*HkJMh|I&B#pI0XohJvUS%P(#9@2s`<S|r7Ovqp*==jFi#?B%eXBP1C
z3CIZ448`aJ0+8hM!CXZvU=hi{#*WfyvEV%mkpy*6B7<okQi6}=ApA_)?ueWDUEI9v
zuvRd?;ra$6i$H|Mi*;v26n!>66SEns_6+&~-vwu%&t>=98G9&s!6&uHvjL9+TfWa`
zK{q3eh9UtzlqEi56pT>M{$pq)QM1uo#mQsl0kMq<0ZNDnBuYTK5cCim-3~-Z_OP<(
ztr{j81<5oMi;5msvz!Ny);6*|$hZ-unTugcXIy84$*cv&oSjYySR4AM6oe*$5ju$}
zkq#Pe*&a8*QhZ``A(4PfheVSfYPZAZkNU+1abAe!9uFVLVqvenO0zZ<1Qz6@16){a
z41-ongx{LiQv^@va%N!;2%=`Qhusbup`x;cUX?U$Yyj<J)L-HnO?|9t;uR0&fNCC%
zVs{q4UUyXR3Qi~G;3kVz2%7OsuTyrppn)a8srkHFuvB1-y*|A6v0#8Dz3#E2<{_P>
zIn21=_9tizmkthsdpjw_*_{XQCDOs5u=ltamZPFGXxk%RA?)p^gQEM%{jkpl;7dH%
z3t0BNyHEIFdSox@!Hw^>TOZv6XICl}byfA)tXd$T%Nj+cqb3{%EOm6Q`rw3sP42f_
z(_xQC)Gk#{7K`<${q%G(8?-B##IW7CI9VQVM)O(!>hc7y*Wu=9wb=AKUBV_F$3Zk4
z3hR+LFrQo@jIoL-I-4f(gYz&IRdJb)#{<95>##ZwcJ>w8tO^AsKuf93Z?m%1C3irn
zgk$#!n@8N7B$vsJvI<7#^4hF0^ccFlRvRZWUP7+jhct0ZZaNDbG;KiriU&RLX#vw+
zo?eYQlVN*4=}l<-Y#P;BcK|(z*fNeg7VcOULjjo=B;%alY6Tw$N@CF&k)+5{94XM1
zU<PK%HJGF?kC(7U#A8cK0{ZH*(;3xp^(N}s?BRI&;_`aY?N6I+gs-E?gg>nM6AHCU
z8SJE~6r`gF_ZQr=g>p7iE9Cy$fBA<`^FICaqxuw|0S1Kec>Dje_ukEM<mt8M*SONv
z%+=foY4@5LX?nVwO%lGm&#bJh$}I1*Y?k*H<$!`CL4Xc)Z8?5=S~HS%WA~4{v9aH4
zpQOG8qZJGVhfM;gL?M4~p7)&R++5v$^XA*H?!NltcfT7p8mvDCjn3uf>h|LL+2y0V
z+vl&IzIt~3^2O~NI7Ov=u3DtTE(;hF*~G}B#S?g^o7EDfW8jsDfwQ2efCC;rWG9N7
z8N({M^0+^~xV*Z)xhBRqCI{GtoutjCb5blYk7(b;nLQW~nopdctmoq{?9&Af)M{aS
zvRE#SGVbx9yqrUR23n}k2DKSqWlg&{nXYE7VMm(}D&tNWDC_xpe6i?GyXC8sakG-7
zbnpsl{$q?@le6vWV!Pa~U=!BKBqgHi{{7GX@$Y{E!3^o_`Y|?7q_qB|SHF9_Y3o&^
z{G*gvF_Jc0o5h;-*5!75x*8&6)k>*`uC3M>6DXH8xT0K{e!HEDN2`_EuuJ<~Rxjk^
zs>IZl42ALX*9)m(uQ8qA@}jkem?OmVFbh6vN0^VGvmP&~+CWrc+2_F14zz~}iocjj
z#~pS%HNX6eez)rdc&;Hl7^4wxbMk%pgn}rC)&vHp-RPlRbl_!YGfw=&ekmR#$0Qql
z*&hnLVR6I%A$!Q|frp1%bWJDt&|=bHX=M}^Dk2R*U0oMkF4VFvU%ye&2<cjMns!8o
zg(J9{D>KEBrNX6O$l!@j^F-e)rkgn=uP~g2vKFtENKLu-K!V$ylqC^Gr)Eh71rI?~
zlnnC*^+~iOY6ZWCdS7HEFDI<=z5rgP<zv*-1c6jg4iup&l0!{$<NFm5LU4ck98R~*
zMIbRK_%XM1DnMLiz6^+w)CR$mcbP5tW5|kD3Ji-S8MeIN&m026V#)znso@G{bd2%$
zLk6J&b%+i}$|w=3d=5L)Z^+M~88X^7RVC<i`&}6ANHW51#ZMKWR}QCi7-mtDO_+o*
zE7)wDJ~<E*UVBV7MmWO~@AKfLiTDky2g4PvW-R()KeYt-nMpyy012}7qz*>%*lEUz
z!ikMWnv{+wBFx5>R3@b)EPICmmz{4VyVrorMNXB!Nz@d%3=kHx83Qdt7obrh{Mo3=
zUYlZex5EMDjJJmfOP>U4(3c4NYlR$p+lH2b#xiM?I}GeTv6_xHatRF5Sn_bEw;21G
zLOo>P+(=kde<FcGFe7{cmW}ZY*^$!|s<~mf!v6;JH4@f|r5az4Ef?~2vIHI}VRExw
zO7T?@ON6XKUlK>H$CdR9<&dn{ED3n>g4_DwUWm)<aT2NE24a+58YxB6b`pu4D)$E%
z6wrDp4F?aBh&0l10<+wCcyodpD-+9QgDE&k1ToA5b#G)+G3uEFFP|4%7cDjvN8-vO
zF956rU)g}t8^KpkC0)A@av`xumWGT8jy3or_5<0vlMgz@qun5zIJ+&zE0R44(E(h7
zVNx_7O6FakX@`Yx$m0=g7N#$!&BhO$*Xi;(927XBDblAvkOZ?I{!I4&bi$K4W?vnq
z!>d$)EqsDph1Fp+c=7aRIvQ<HHn&eMpFBB#`SPYx((3i<l<GC^CkS5XMMhefehPqY
zVN%u1a*0To1*JwyW+H~JPh6vD^hG2rM^>5P)Mn@Y;6w7_Cmn*E-HQ7w$cCB>quUX3
zTOuNGGa6KVIPIYpvxb&zHY2;?u)}N-ttQlId|9{(gI-4_97qMc0Bq5m-@g8`R%~(;
zT~1~cdT?8V3yrgv9S3)Q-v0(OO_F_9tL5R2V{f0m@M^pq=uNt`va*<F5syOaW?FWk
zRmKDXDIYgvMn*VIoe&vqxBGgPSnH(I{pQtMTDFgS1GbP`JYc=?&BbjlmTOjc3&ery
zv35cHq-CC)Prp(7KmYyTKgLt~$Jg|6UV)1XGBuaCkDk5%^8GijzyALHAKH~Fhd30M
zN1OAT?d7W{PoF({^6cv7_UhT2mtUa`rNSZ1IUtgZL>qmDI4-go$^pBz3V|tp!;KmO
zOkCz%Q~}~?M*nFR?gY^Iv-9(d%QFP1^YhJe4)igsWzwxqHx0d$#Z^ol_FKblZP;nR
zh9L1c>^9gfZl)X*Nn((z)o?az^t)vujl&Kl&X~S>7wggWcC=l#FE%5xT-`Qf(&T(O
zm=E;Tv^5{p#-qWTw{KR<$>S>=U(+X#PF_C0`udw!6itFZa9WT4;b%Yf+75M%z2t~s
zG$}?#tJS!5Jm`GL+?9~v7{XwdVzw`3V-!2i`wjjAd4XoV-f314;^s6y;;<bKSP=Aj
zBYaAYDqm+0Fh0?za6oC5b)wwx*0oF=1DFy(n~Ie+BbEr!iwIy)@s}!EtyTuKm5SoZ
zRw2nF8L{2N?T&Zri+f){Bm#j&pd0B1>o^E{1wp`I8ZjXRxYy$<XXQj{e?FMe&A~yC
zLXAviKQ!bD5Tbl`3toD>>)g(fcY5`5O9!9ENAOZI!mXY?olFENoa)x=SZ~<A(FjK$
zbcuRB!RI*I1(nZ^kC;^&BeY(^w5tXb>}M&UOd&tx$Q-`6u@~UeP|jmUb%Ef-`h(|d
z{M($fKD(I>9Y&E{Jcgph7loCDg<vTIH!NQ<;*BbCMP5E}G)R~TRtYs;NasWTfWu_9
znH+pZ%ig}z;<6lC*>vP%;Ytc@ws-f7FK`h9c*nj1EsaI0!RiM%>Y;DNM-wO-1@~<r
zu>lWw$ru4u0uDymH(^Nywwr<EBoIow5Ff;0Mv@ZAQDT_!SPp2el;I=sRjG;tB`P4m
z-O_R?kf%Ynt)5S?5MkQ|ZiPf8gCF}xiUnb4U}om=gnuX@IkKYCAhNP#4C7tVdEdiR
ziiVRQ<pmFu8<h2OB1$$E)+Ht@eDd($u%(GiUy?|i0VX^#G1MMaaADx5fsvLXGJVxd
zg2qGAd0^n4J$<^GAF~2WMp36pi3*HT<4%<YJ@Y5=UDOP${@^l*XDWiLiBnAi(j~Vs
zk6|+-2MYB9v5{nJG}0iWA^CA`!<?r=kpYr1FN)(UO36hC8&#aKHXJQRqKd;pRx##7
z&QcIM(5cFC#bAFia(fx%B6L2oe=Moso`fR2`VWgg`|hsM>?4a@7AR*Sk1rufRhF1B
z*70ese>M@Ll9S9`8_Hic)hQN6^mxT%)G*O2B--qZK-owjfnh8X`j0knVEBeT%<aI3
zpA1N3@e0uxpDrOfJGlhk=5C<?{FBL$lqh^x#pw>aJify{mftDSR*4eHbdn2@Ob0=$
zNjQ7}zaI95>u}G$_aNf4kqV?xGUV|R8+4gW4y$cC8T*`Wo?Uo5L0FCRa3quRKw4(-
z#=8zo868N*7?z>90YVC^;aUS&D#(a$zWwd?^a8IJh}7+NQ|DP!%b#pd8Fdu{M=wwi
z&oc`{7ehXAV%ow=`Aog2RVY180-a&<%8_y1dH9gn2ntouFQpPGU|$eRaI#^qQbiXJ
zbo@Xv9>+vayF^Dh?m<6LudEs{%1RIR0p|*&J6$fGBM?s&!6AEWQQ6DGDGxbb>tUzS
ze0+XIz3qB(JZg9QjSk+5W~tIHF)tZuQ+DEEo`xI_(Q0<??+NB3=fU3j>IC36^E@LK
zePjF>Gjv6~zMzw$1PA`Qu+I)et`t>Q!||BTwL+d&ECL|UA75{0^VM+3pTo>YLwj}m
zrVvl+`C?gP{R$kA1QR(O4xrR*IR4>>AGNQKb5QvxU)5j!@|W93H*cQ5djIyzuU@|X
z^Y6a@uponb**ssYZcZ;=-8_5!{O;|`cTXQZe|z^e6>=r+igA2jC|X#cS%08(rO73M
z97hJHQ$v*?J7KmbhL84@X5)k9xSFpvYpu=6=IPVh%Zt;+VpOfB`|V=8t`!P7*ytrK
zg-8WH9wR!QrP*Z4Qz2<VXgy@rn1>kL09KrwOt9IXE_&x1ws+v%dv9)0#Tu(w8|rDT
zlE(c$pA09x7UaH*b+=c~qg&nG-JYFHZ?7+3y|~#dhi~4#_{+ckaJF4G^pY(3e)^NY
zrCEpKJ<cWqNR$#1SZDv(fN2O7tD$x38f|Mh@H>=hR5JW4d}}Q|k7t913vNS`0jha|
z4B&JI5^+{77h6<;*DBB!pni=z^(KuVg=#?bBa#%8K@JfnJF0eaG~eJ(F-$?J>6qHw
zWQhVhGKp!p4FD6O={Tsy;;2=o-A4`x{eFKk>|=t(KTLK{qWid1B0(4g0!E!vnM_cc
zf*8E+u}C5jNeT{^(`3~PHP#BW?2vf}w!q-WgoY>h1N$07lnYb>;3Zars4?_<qigz{
zLZhtf1yZf}Zc;E;IS_Hth)xRvMUGRKOjC_`nF1!1*6egNbUdh2_Ko^f%jL(-KHY;}
zhfnglC^2DGjop`YK)~r_8H7NAGX%f|E_9SP95NiNtehB=nzfFWDL5=vvKah^V}W`j
zR%|Rr(=mc>;=?a?B#%ttBVbt4ShhnmUwky+lW^lWoJ1ao3L=Gx4p+gbw!}a0<~;J)
zU2c+hz}rhjdhN0>w;2PNV+}T!;q9kIhmW6)gW6E6M~C-5`DgpVzUkrpz0W^?`01xu
z=Axkh<#vn$AM{36OXR=sFuQ5WBZ<IfjV>N?UX^S?FJi-s7(i4dKrWIVYOmGGHj^c+
z;O1?Hh7$$~5%jw0X8Hi^A}YvIQzWO4X&-Dpr#U5+t&(9RH%eY)nmS3-3O<|7vUA@@
z9M1=IG-3eND_LZp1Xs_;hR6epp1N%g`sMNQpw|!j=|qkKmoVBqlZkRB*{cEfC>VRL
zrZK(nU7(l=0ttGit{K49Rw|JLQJyPsGL~W_7QJ;EnUfJ{^Lbvs-3*crQI2(94oIm7
zh*lcZsv-#VSB7Aw1%;^FoDeZlQ=}N+|1*X))3J=tTMUNcJ~3dmlq1GqR-<&u>yxZZ
z0zT;RVCPBaBEobkI>)Qx_H{~p<H2HtShg~D;)p9GXb=#oaDv`Ef}a`=_o^k5j|^9w
zzci|1mQ&pJbimJ#79kDjy2x}iTGH@{-m6h4;KEdI$Shq%e>to`5iv#rMn^SZwYhfo
zGJXLX2F@<961jjsiaXt6ig>)<gFV@DKys7Jqii!1GDT35oNf=hORt;hnr8tv=KN68
zPwjCySp1PZ;u7VMx1|7);fN##C5gIu{*M}We4Df}QYjWzLxa(@KScfF&M`kbzkK!j
z&5OIco2QH(&swc6i^XDw`O8QBsNzRJ=1E5@BGiWEj$WZSgZ%@$N91$A&+W3C`BCz_
z927KgfAHEJ__&0l{g}r_n`b2(mt0oBbJ>uD#}6JC@VBVfLHrO1Am3u9dQcm{zS!O(
zl+h^1d&6%(N-4g0P&n9maC!E4N)D;go^{9T$+A;v)$(N~E9mraR^w8Dl`#_?^RNN#
zFdv~4^4{JaF96%-BT*2znj&fZR2%i>Ud(kUx-=OXt6?`^hIiiU&w9f_z1b-ddDbr$
zi<9vfk#N=-Uahv5>od^$I3gecQnrQn07Nr87k)Zu+&EdT|KI=h|9zCl^p7v<W4!{W
z%jK(Q&;Rh<H($TJ`{56NIUY``g#u*MtIf&H+2xzt7tbF*eR*?teg5?B={xwQv^o+D
zr^Ac<7f<?}7d)_Yb0hrNu2P&>&}fIDAU7Ds^o4xE^i@bA_!N<jrqjujC%4zvR}_@d
z5Y#gUoD3T>ZX(@AfkUF9V^hzv?prLDG!t%C)A^)L@{#1=n&Kfk6MKzuS0B{Vr^of>
zw7HqLwu}1exH$k)&?t?N#d>9ms%f)5Ic}Y=n*F9m%}~2Z1$JRMpFBESZC1l)FRs7(
z`Yj#br26nv{r!LWyMCv*IqnQvOeo=Mxq7iZAApBS=PTt3gCfO-Kp^3guGf?6>+9u`
z>em`iXysC>(=4v1%|R1NPiHdj4o5Udb~|l76IT!kOPQFS1M#FVvYxKa$c=F>*I8MX
ziRtmVhzzPKH)^&^bOn(z%Vh|p^F$g`1LP{<u_MS(FK)~qs#Gs$XLJ1hL$}og3lZw3
zY4?7>N8Pib3x(wv#6{#IWPfmNB~9b3SN*u`CFTL3WXvjD-qmbud<M+=BEH-pFwl$v
zVNhgI3<v#w?5~uK_|TnFA-WNvryA5BA2|!Rg*}>&g8;3H69>%%n-+mYn4)w)ahinu
zexAxPlQjxC-U*P1{JuaqM3l;b5f1h~1tsRa2gnid-kZfTt438~MPdcn5%5a6M25gD
z2#$C->9%<Qaz{gnq(Z|uAvrHJdxj`A1lYiVuikNFMp*^i<gu8*rtvld(T^5Khh{no
z#R8a+oh7E^@lZa_dKZH|R|$t0aRxfXIU*~7bhSLfBaJ`Cauf1A@JS|wpaM0*ZaVt;
z|Mn03dhp3V{qn#6?~S@X=yy>{Ly#fEDr-%4M#)IbX|*%h$c8uG5A2lr0oy+UotONA
z;wSJ3?~V~mks#FC1ezQ(@Jf|~-Cg!*hdX;vEP!k<b|xvjLuJaOpj}Z<Tu5czCM(Al
zzh{qwvcw@s!o^_dCDSY!eKs>}3LRvg--B(QmhA`;elGCQ9ud4CEynD>v9U$zCt@Xy
zD~~;SlJs#lO8-{@(?4m)6fNx`qx?D<3_{hQBfbVq%gNv*0-%VH984*Lat;iBjd8)~
zg%oo!IT<lZ6|n|^zo6TQSsG?(m3Nfr=d>lT0UZm2Jz5HuAt)u?qQ-hL0#L$qpalaF
zmo*pgvVJN-|DeZ5fB_r8u`gJToQDT|wLYtzo*+2(=tMNhQY;Q^isYlw!w9I;FsCv5
z`FY}l7nci%`o(N59UC`w`U4E&hb(7;{Ni%K?g;m*W&VUk9rRaTDHB359z)@2(aIE3
zYLr2sF0xY#NeC~lorkK;T*uWW3$n#jW5H@O2h65`#RjE6>T!fvL^{|=9sy+)Em+!k
zC;I|!Fb-~o<zO;K))t>3TR;>l#5yq4qz0($q52TYJsR_RyIF7MRR7=ss2g2ZSsW3I
z#e!z1PN(1LbO)rN=Znz@lg8u6PoDLALp2oaz_PCtG4P9ARhHLSZ6TF0!Sa*`8=kke
zf@O|cBv(F%?aqC)^H6l!fYQ6na6Ie`xBNVCmuAb3i$3TyM|}`QJP<iZn=*Q({hpA+
z#F{whau{R0V55D2Z!sMQ{Dvw|q+RfK_%@$EdsE2(aH(9LT+Mppb`idPrClIzoX*p#
z5RJ$E0oChes~B?HlMI|rd%L1f+dUmZml86rHW!M^%kv|-27X9=BCbVpsqC+#g18tA
zr=9*lZ**8D7V_uEi;MYkIhaDOn6~>wq3>>PQJ6_sgY^bCL4gPjZb<Ri2~HNrKm72+
z$9hcv__{vIE6{H>u#12H>-XQ>z5dJh|Hoo9V;^)p8lEqgAobopfBo|M`Rm)eCzsFO
z+<kYxTvM@%n2u|ji9*lO;Yj;%xUS`~+4t*h>_FHr=^N7U+b2j`N3d!alh6|MPP>bs
zwcec2pqI^NS`EEgfhZYo7?Kw$KLs;Oqoy~?nSQg>ZB^LWQEv?<3g*M8UBXVkoOGUE
zpG}7K%k6O7(T<0W#jw6zl9a^y-aA_(P}kQ(eL1X-d-{6TJX^v9tF_1*j=PxrAD^F;
zv$5@Zz!viKbUB~)A)unQ|L4E?8z7Ho%faP#a=M;?c^I^7a|+b}_cYo_aCW;1dgyFE
ztktRz(#|&gppVz9;r4X;{PwJ?XUE+pAHSw+ggGm<dUwG7Q6IC#tU{Vi)e6K4TI0c#
ze_PUuoN{#U;{9P#kbLk8a`j??aj03=YB>z0{QWeh9a4CC%88Ojgb-pRBtwb_@#DbG
zj76e2j#y(c+u*0F5^~Q#s-TTKgI^wZH}O(@XlO5pll3zA*(!<+F->abfUgr<qeYR`
z4ed3VM4(<w_ZxL~j-toG2vsXG)`{52@mYm@{$aC+W(8j3_I%-YS@9IXa%2o+&qXH!
zV6nDN%n`49fQ@2=CtulD%0zOhF!VE@*Xwh8J?udQ@BV{(yAST!O$Pxtk$>FdGQKRr
zk~HLo0--@~s><O!8ASzv3C4dlpXT{KC%HxIk%iC6QuY34U$~u~Kp<eZSlH%JH6E2f
zm4Xan-Kny;L|3#N?2tYKb4mv#=|UzhvW+|!FfPLSU>4%{#SF?5UU~$^G_+ghG^}XE
z9?_|&48VC#VUzXX;FJIPKYsP|pMUYIUk0J3GxGL(c)f_)vA~K+j7&1jS}HQ(X82uB
z>JL<0X?BO-WAp{kl>Nc&>|mjW^ubpP=2vvt{2n)<S3KBsPNnH5QWA)PkmpM<YU$jR
zM05cBP7qqqjae5a0-*>zOpj6W5({`~Wnxyuf@oBXDk26a=AT?F47@$52H4z%yvT9R
zIVD?_9EcAfFisN=ABlGie2t76$%LU`r8H_5L#SSP$?1V_&j+c&(k~VPmDI8tJ6w#}
zS=C>P%Z+>rV^tv*$Ivw)6QWAM_DNNg;=x&~3}FMrYlu87%SX{DPt5RHXnGR8qIr*V
zTu&v6u|!@~S>A=6mYB!d%|xnEV4H!o-<uU(-AtTgns6mXdXOWo{XJ~_{02G%70*1`
zQCIDE!kqx&4x7#gYhCd<A@*xgdcZa6#Z$0b6XE}usfaZ8D^*?*73^A!=`>!7LE!+|
z5u#m)-5FqwLNv@Uh6%r(N)(7=h(3>bk2P+N#XSI9mUM#4a08eQVlHc5bo#N}yRm**
z_)h_=)xCG%KRP6*>E1uY*MxBAGwmvFQ?FT`&qrkNV4d&)LfBabvca<)nqgE$wQH11
zS67!{2U97v-6&0lU5N;1GWHmTVXsrIB8rixp^%}0oyl%G<gqN7f_10X>YzIaWcWg|
zh!-zrgq?l7gM0NV3)v<e-gyGRw0tlF+C`e1B>xV8vY?+LSSE9pjEcvuVxIT=K&oN|
ziwf-fEEFU#8^ioZcZzy#DZh*NCHYq7G#qY8dW8T%2(Fau<L~ouO=s({J3d*Sl`^G4
zy@%PhS*#AYx#mjc1jXod5WpviBG6}K>NtJ*P@v41=<y(tF`kto@gihM)t?E8ta?$u
z6%V*JHS86rZGzC7RT-+4DOmefd)#P2D{5*vC}B@Fm$*na<Kua^znLuFzxx{UKlw^6
zmgI;jkqR#qVLNh$Jh|BZ-#_}kKFS&8<9$&O54Nk#Z@&8G+gI=Y^xMAz9Boy~(ETpg
zYqT%suCHFaefR9;izj#Qzx^XYXqu$K1aJ^QUnBvSjfB~`>)D)^K>V*X%MBeC3qOg`
zWI0#L#@Walg^&E#6~RT;iQ^Ftm~tV{W(|a9rBXusf|8$#D?G~KG%sf&-8y=*Rx4+g
zvmWg`i*ai?sxcjH=H1ifa5ib45rCmHuU-a~KOZ&eI)m<IbVuU#8q_Aea=%+STlFv2
zuv(e=2v?3SPgk^f%=^vlYH)VSG*&-5+khdZ1n;MR`;(*H9qiwax0J>%9$zc~k)g1y
zri1CAPqt{W7}Go0?6x|c4r&#)@G%sNQJaFKll6?;Vz*6^BNnd~J5L?FM2iNH86XI%
z30G9Z)&NuJgZ6-&j*-o&R{NbkF+<$oc&;e)Aw7q)9XAepJ%j~ZKnaB{ijYp@R8_$s
zFrL+mEP^2L1erVV?y@YRD2M1DOsX)IKx&xe-JsO~KuTw{*TIG>%paCDvV@T9GnHZ)
z7%6)SlrE_0bR9zPPw*(3P-BY7vm_fRhHCUT3}E?GgzN*uj6r~>myc+hA~u;_aL1Uf
z3`mu9nEE<|2rwhS;nQd@(5?~*>ZjZFI-Q#=C7B=1`}@21AHqh!ymI*P3pO(N>MeT@
z7171eLgdh4vKTd0ctTQaB!WEGvvtKv#3v;J2{j1Y6>P33!eBh%u(%vHClGIJS40j8
zaK&)c7!|-ch@CE*1<(~jf!F2cl?E9Gygt+3K1>Np6&e3H4T;ggK81u&xByHnkX4Ya
zE{jd@c#LV6C85;<YXSzv{ZBt-0CSp6>~3JA9#6*@Y1l3i%(v|By3K4%JeIw^{rmU*
zZZ{CKFFyIyZE=V$FP0nkk)@K+B)8YRyT_1b-9M6jB91#~7pf$XQ$sZN*`4fCRY@fk
z2)`67J4G<G9TDwg^3iiy(C$Fh(0_~~MTrk<rtJkSi1-5u)-YC_u!Lh@VwD+`d$k%`
zG<#v&-b2u_CnsQIfTCdAlQChc9$z()#Qe|Z5u#U-@<$~McNF6~Sb$-pPANi}xi_Rz
zfyBAi*Yz4cypTY*Os$Z?)e|G`Y5?RDIMs6zH5(3T5kiqcqI2|5p=o3oncUtqczK_@
z5mRf?U`BMotJeW&_yoo64Z`6UT}i=KR{SygogFqZlDNO}%&r!T>Tx^wcFgxb_Z;r(
zsd$>Ug`iXi)hl?BM`(4-M?)pd_Ql-1TLV1BsD|+jiHv@nW+mI@>*l_ZOfP7mfRE>N
zHhCnZ5G|8z<%|7N9f1zM9Kd`8pQzVeP}N!@h8wLEVdrZ=)tJ8gmIEq~ppZq-d>ob#
z`&_{#96a=!cQn~q40tjI`POE8crPt_B=eE=!9&qz<;#w^tu!U|Tg~Iy?B@DWw?-0^
zcq5y^a4H-T9F(j2{OG-CJ8HO?&$Hjh&wxpu9;arlFrh1GGF`9N{lTEoXae$*1TXWI
z*>uqD)X*#e=mBzx;pb$(KzJdYWN)r(8aO<IcuX)yk;B2@csQZa%jNO}gNp3;sX><h
zcG+zYxvU|#HNXXj{Lj-0bW;xlxg8}FyBCNO($2Y{M^l)WM8jBVJB<14S=mF-0Evtg
zF{*kc8E2n(vfS1RdO2O1c4^b?a93|)wom3eMZJ+DhnZ|-GIUF6Azv=&0@3R;?^1p-
zhD)8!7wH4SBp;Ox7PHGi#V3j`30Y!~vcslOPJ!>vCxWS6_Is;-kLjzDPLAr0=a)CD
z!4%)u$#}XN&HwVJf2$XD#9>g8xiGfCJYG$F9pDfzw%Z>;_aE<^@^QYh)6L2Gdi&e2
zzWw&~*MIo+4^tGIO5tQWcyh+(@#@*t?b~Os?yjHS-M;zu%iqychU<gpUr?(o-#?t8
z6sksfY^midoMm9f+ck<^k{BLXDi%{3TM2&YTIqPcm=JM1p3sat>Q;@G$2uK1I82KW
zJMr5i*H?0B$XE2F%!a*gz0_-z>UyCIX)y=jT^sfEvkkVc=4v(FY-a0uf7XZerJtjE
z;rklYr`^(^36G+^S<n`gf3z{CuVKH#Kt&>QIffmfoh>_$uO`O}5QWP`5_4|sXFvHV
zh6?0__3?Z;VdAQTydW3Q?ST}{uju$54fDuLxqJf}7xvE42#)l0Hf%J@eG-qI2_}v~
zZ<J3P{<T4$!V%&KN$N$wKC~<F0I{|es}LrVP&(sSsmLg`xCK-8mr5a|Q!>PtJ!lqM
zl{^5(|KQ;u=~T*%fP^k%gz+J_Lw+b}X^vMvHuYQ<41#%Y&*!pbqT~U^Y&1IUHZb-h
zq4?}Bz1U8NdAjvOipWw#_+h}sDa0oov|GquMDXUr5r(>`s%oh$#k<R4hh`m|{+rXy
z_H4yOKw~44Qb(_q(lJoj0NiXxW}pySOd&W=3H2X;_<=mC*X6|I1|@?#Ary8*O{#^c
z1i1IfFZb?0peHg4<-vO7GFzER1g8@r3-cKY6+2K~T`WXz0?W{#5`ee`#hTuqLf9|U
z@y9`rwXB#o{+cW(?P|?oF*ACh)Dgg>1_i~*?{q*mi<348_(5;UK5tM8B;zTJV4{;K
zfy7Y60f-MLZb)+h5S;*5Atqsgi!#c_5Gz#4CwLuB`W*QnZkyxYC!hZ67ytC&v(NUv
z_`(YWN%EtQx#3o2ve@Lj4u{=jhRWr&nPsFcS&fIH`}cRiAmGTt!DT-<;>!bs&ayQC
zkU($01h&g->~TVZlW#QN9entLosVGi+3}}2==DYh!~&O(hw_-5BqnEib3#aJlFNnt
zo(@MKU@Q<}g2^6FL)Qnb7C%$`usBUea5CvwPlr^W#cJK7l`^<k9QS&?euwNs7D)kn
zJT-iTSZNTWU;A`CVrf{*#=7McjYaKBv0li55J`k0RSK{2SQ!n=4Xf=E`2+)mj%O)I
zmp5cT8oEm{xU5MgJr49*DprZBEK{Q%FAlDR&r=8pT=!DYm-Bm)Ubp$PPdo=ZWDiw0
z&LS^z3MTfbn@L6r*=#BBXl67eiHV5+Dp(HPNBaO8iqUYG4-!{k@TLhJ(8Pq^9tsX=
zfF+U<4zgIRref2kPJ*vOR1>H=Q%x|=kNXJQM3luP*jpMNYek}<v2dBMnfDTvIR=YW
z$c5B-y*4Qq$c5qr>sE^GY?LCTgn(B~Wh#g>-3iWYNGKw~$pTh9)p`g*7RP?nW5>4^
zv{@|o?;+p>oHhuzu7jPjR=7Mr>ou!f<oOWOV-Td?;m$)=%nl1RRW@K6<Y__yC7n!n
znr%32*d^io((ZA2dAZq~ELW?V&JH%r;|5Mn0?+K~A%}2#P}rsNI1&gz*(H%eloe!G
zP!hRi@rjT<5y7UD+1=~6v&GtCabN&Lf0Mm77;1uLx2RGLKztR@gkKdLD4VL+mJJ0E
zzW9bxn4S-kfDk*GXe+5`0hYp2%xldA+}Ju<?$cjDsFtz+Y;~r^a=l7-Gg*#XUE0{I
zP<FwbYUN(BtS91d-fA(W77r8@S1#mIJyyOi3|&2~P>e=ln55{1=Mj$uw9icg0%9q-
z42H3=m(3%!5M%*LbC6#x9^T^3LJoJ|-IM1}wvSGx$BSNnGhP1fyFZQl^NL3GMHaLL
zE|*%N(y3w*%v_y6`f>XDIA@fP_f_3Iez9GieRKEb+c)3+{x^SF(5hG|EJs~PcaJw`
zFRov_ym|Hf(X;1|?|%LDAHX%^WG1TxHk^8|a*D-Aq?*nYV3M=ZNG8a>(V>IcJ{yjf
z(`@AF<VxX>r6B0!bc;R&!=_fv4F=8QNt>g#$888MLoP+u4;L1NJ}kvxm7}Zch3ueH
z2N2O~>z#%M&>o<~mQtZv=Xf$0_3E%yN3A@@`?J+xL+wyCe|FrsST;|NJN#uV_ZO?q
zq^}Qpt;^H#c2OI3^6gq?J#RcZANRZZX0y&~B`Wg%;io@!n)YdCyu8>vd2|j7f)cj7
zyJz#`<!rk60F+Lov-t^KO06nAZO7B;YI#C2a;Kx?N~pI7{XT5=(rm=WN2fHq3icVK
zRnD-qAtA*hkyf+KoY}$VmS$L$nZYn^LzbX8pb(D(3uUpAiO^~-iG&0l=7dD+3Jxi6
ztJQ<t=@*1_ls19<@q9!96DUQH2#f*LOef+A4(oQgfNYp0l^==n(SR^uLIE+F2>J}9
zCk_@I<J8TB0(C|y#y!@Wan@Oq%kCt-h<3#;1H>-A^l!d<|NX!G%kRJc<I6X%aiK8I
zK#S#po&Fj=1x_u*uI=f`vllO+x4nA%=GEJGuiw6{(lQB-NR4!RgO{&f(lW{XxpVKc
z&wu#|qXh<ay!Yn)L%-9*Y7e730WMgMNf4d!I4t^3t?8i;g^f0_UMT>_3HU150mbL7
zGrGp2L2m%AEy#sPNG|5mg40E^ObPnKyau-u`GHiXD#APUvQsnQS2Scs;$ieOzn{RP
z*C_-ANJNoBGRZW>r7IgjPCsvE+(eMU$dD4h<%5GGBeSr3kMhr-fBMh=e6aJ-da&!V
znPi|CcBo$=#xuPA7<`&#EOs6?jIm&hh$Rj}kXgtJD3VNf7{%3q;4~lF_ILd@6QzOn
z!yT8|<TjgOgj)9Z6@L&<9kN(L4U$Ym)(A_K_|OLw;5v&g2W}qRL=>YV+_5l)EkF<e
zRLBQgCL6pDZY!)c9(Ty=WeE$@2^j?Y8Q7C2Pi_hZhE&15PbiOcTQQZdYZ^jFDW<k*
zqR+?lJP!zU9wk~;9r?70gxl2nlv#idFdj?7F;S}JG{%0e4}Dg8zL3FmBnqy>Bcg2(
zP2+B-_JQ3*$s;mXAIutjEy1TVJ~=Hp$s2WB{pMX76^-O$nDNHVzML}aj1-DE;7*8H
z$&Z-|*eTPOb?-q~1ZzP1wmImuVwIyxfbS;b5c^rU3bgR#RHdzDE2L=!KfkXeV8?~X
zc!s=UTce;^8&oxV<x5eeUoN$w$~S9xy!-TaMS{&_xXr>HX1@=cw;v&kp(`Em)KlS-
zA{0=1jp_wkGYf3rAH)acwj^o80aa=~RBT6xm?*yy++WZo9)1z9nIeKaF8jgzqtu~U
zp01BO4MfCP??Y-j3r9B~#=`g**-*pQ!jR>O#}U%kw9Ippgdf}DIjvM44Tk(7x5rX3
zuhQL_17Mt$B!4=cV&xm>-(YJ@XR*_>+a~|ag8<Y$p9@?bVb}=7VxDf;M_)d=UY(ql
z$`zl-!_tp3N7-eH`RMVn#=LgbXHCkkWYCiex(i{-H-VnTD2K{nz{4#NmdfD(6`YzZ
z6scec(7kA@r=qyU42ye=z)ok{8|c}RVY%;&=iQ;6$(2)?5(fcgL&ahrnKTtGhWvU|
zE~~~k$L6t>&oGq@i@8=d1%xe6N2lmTj)Q;84+YUk_K$eOfL-AJN(8*DQRX~2V3pu0
zET6&tadYwL*I)m3Ihq1rT~Fq}{^mE7UTUcvGCog)hIt^LW%}yrrPnX-KHgLM$5-}o
zUV$&){q}TmPL~kSi9i40-{__WR0Rd~{P_50dv*8Z<-3<(K7aJ|<>Qy{Uc5V}4OYt)
zQ)w7?rDUF)bAdZUIHDQ7_F)6~S)p$tiQ|j3IE{FK)APwBWS(}tb#i)M)$3F}&Y>a9
zsdm(vg;2EVjNy?x9#^rR$HM`RfJPaLU={A@Y|<KZs<dent%1l2TXopd*7MF{+Fwpv
zn|XWCE?sQKi)jlc>bP5l(RDg0o=zLb{p!`ax0%)v!~lyuI$v#9{mpS3j`YQL{ODr7
znDuGG&Y&PU96$Tdf3y4fC*w}(-QDA7H`l0Gy-sU2XTTec2Q$!*#ZsZ!sMPS%EXSjE
zebl3fsg+43`n}qq--KEK+_cqf^gA`kqK$fEHdzsQ1hTqV4$~>6fI~Q+>ouDgzPlAJ
z9eXjdasg`8Xo115oRXy=i>rhCw%vzrlWEebgY_(cyD#c!IQeX{UMq2<CMgNsLa#E<
z#-U}RCLu9;z0ecFYz3K}Qux?BzIry@fa@Pmu=or49PL813oRlM#X_b?MsQDq6Hmi(
zgi<?qv(X&&2kc71qD%2P2vp)+{nMYnpD&M>o5fe(Qgra*{PK+QPcjjf{T+I``PYvg
zUH<X=?-9PfdH=pU7(pe$CtTuLxS~I~dHVRt<EJm4YXxm@_o4aVC?<z-v$ObPx0s<d
zGLDg+1!$Zt2MD8XtEq^vvyzZt$vL+58iNqqSW;{TV=Bl1Nh1$%1s^E@%fSI(Kq?v$
z-Ck(1%wJp_&NXB-UORTOJX<+r0m5`HHyw+T*N2;nH7=-tIM3D&2mDx|UT!${(8IhQ
z7PvV85)$Q!lxQdLukoQ`L5Z46`{CjJ&pyMzEPEa1gB@7}eHP-)FAE|WNt6wiBURY3
zK7n3uL??7GkLeH^gO`(<vb=!7!(<YJB`#VH5AS`(xD^RRoQGDnpGOZLgoJ?T_9JL8
zW6(#yIE^6L0z3ke6muE}AI0aGqGdlzTy}`eU>xxbZ^S2?<qB7fI%9ToF4F-)Hh>sl
zKe6r!Rx<-3<EV9S-@3a4v>cBaxl1;fxU8wDpxY=OaI;5d^rBd5KAEA-&bnZUlM%m*
z<FCXUo(VagphBpgW2%pn->iJlx~T%sG0}OwH8yKJx0sI@NDPOz%Mo!qajL6~Npg^?
z=|YHRZI=#w%<o~DRg45ERSa3l54sX)gFCxPuMcr7=5+>b=8(fiUlKAS4+9FneC(lY
z_`c|l2MGmfA4)1s5YtYZ_c``9!{$dbmCcT24u@Dgs20hqs*y5{?S-7@a8FZY#IA;x
zs~57k=1^Bglw516QMuG9ln~PlKRNbA!P!VF!$O>41DT5!q*73T?j_r;3{-j9Uo>`+
zwuIjswC<|*eU+KPbm-pS#rG9*m<c9esUl@5S}pXaV}u}VT%%NaI5OrZSS^BEqck%h
zM44103LA6gJBrkLb?O?jL?Pe@o}Qj!wy)LdtM!`xcGihx8`&;mYD*jHGeD3aSx+{@
zlwFV@CdG*WTgYocqXYq%iQQq^J9_Xru!_ye$zr{Rm?QaxkStL>>9-%oF>&Fmm%Ld6
zR?oVYsTGPyuoN~50%(K42A@}a5ab&PrKHM?pan(JBVxjPln^O_^7Sfot*Q&G6s0OR
zMO^XI)}W<T>%@CAT2rfxYt2!qw9re{D81+5N;puI1xT;WY__e@!yacaD=0yzssMQT
zcF<M;lLUN+&$Mq$+HQ}Zo+I8rZfmoYpLUwZROA-H8Kt?;t|qg$FTcD#zk0kqhyMMW
zZ+`<>f;P#TR>0DUkpmJhZ_Y`(di&_|<2<2%d{rOs6&Umu>*Lce@7{j<_B*!fi}3`1
zGVR9O+3e+`+q>)MudbiN`+D*C*>`WgI-So8Dd2uY6$|lzswFe&Fnx{*94X}WctWSL
zg!ux%l<{nyCktGF_eIFPQERT&Tj&y#>0o=YVN3xPHSFOwieV>Vou{Q^Y*Xl3?stG-
zMO4K%?3MI#vQkLEJFOPdJXdyVMLZq@@`>}#cG0@tjyH?JdfwZvdskFh^h@W<)^-Ma
znevOuW>Q~`^+%f#Wrv&9?CJIC0PO0?Vs$)bhJn=l=xR$Q$>a9?<IjF7*pCK{@?zLI
zolmy-@rNylpUd%VJp*^2E0?p~PIWdJP|uBW)YR*9YQP&XB{U)c1MC@1jwwodjbgz;
zuUo(wk7$t3v!JAijkXh`^O_)-=z$Q9V~R&!wwy_{B3g+ficZSWY2vbTBBT5u!34cF
z+@x6a`3P8Zc^oEi1S)DdAI4*fN}%26pvZf(*>VVn<Oq@!0Rmk5c#ts7V=!hzA^QpR
zfq^2R8i47VOk{|W7Sd`R8%@A>{p{8N`nOxw!=tbms26zfmEOF%W6X<F<lSjrU7hKb
z(o;Ac7bmapp0aes2URYXF$z(GOtAAezx(|UfBn}V{`KGP-hNdnSJg1VfYkBv>h+s9
z*EcsB^+*sjj20@)L7Y24+hf?q*uTUi)p=lv%h2Akg4atfgJm3BY>t&Ku4Bp+vM_rU
z!kdF~*}U_BkqJ5k;!`1+B9ZVPF;BShWEKFQvbiJjkEw}k&G}nEc9j9c`UQs*hYX<C
zfLHJnO9Z{n9iHt{5|F+?lpqyVsRHkkGQ~*c@sQ*tw;qNI;Bi2abu%OF?%)J-S<So@
zG7KKpPaxSNVe*wZ2=o?HI>hv06fzP&;bXcXOL$zg9?(H)KQP($_o0PDiFcbUq#&6R
z`FV-LE&~heaR_$T(Ze05>7YiSg6-&$#V~_O0i)eX2AYK3OF*KbsEF+kD26B-qC|`@
zlD}L`#+(PcvfD+Mbb&Ei!cQJDBvaZ8+*s2rK+6RSBB}+r1a3Fxv;vkmr*+b)U!E+^
zwi|k~TClSWKOyG%=(5)_N~@`D4TyjmxPp0A?i%HZ3C#HjP#nQAZ1o360lOpQu(Qic
zvp*7jtn)BF@h!<<FAw??pcPy!8Ql#EPeoTT6zC&nIuViFbo7)I7I}ObZkl>%sV*bQ
zx}A#C&J?us=`Ufd@vYS2A+}C9)xnN|M9?S_&8C1R;|7G!Mr#INEx)HhAOjmsk!zV$
z21G_Czu~D#uR8Ykk>;w&4AUddBWfJuAWby1r$8YrYbvojVh?^Y4(#`HA*m7#WF&i&
zb~JYPp+GSt#T<6oX77T@aoHjcv*NS_?MIU7VaT$d^f~Fr@ly)P3@Nz1rhUq}aDUNm
zKn+$Mavad(Y@D*zTqcFd0T&;2lWF>rAdFFX(V`!_R6<5iU^z&Zvgyn7?R-9+9nV&q
zHG6#YRr;>nHj4lOK9zP5u~bx2(g1-Oz<9a=n-6(amAtuh%<ZuL>gWIC@Zo*Bjm(Ef
zeo@?<oGw<I*<w{J7ezl{I`FzqJo72Rk@35M$|hwJyF8(Ul9E6@0Sp-$pfcPmB7t%=
zz+RP4Pzd?Uid0sFvg)gHahRiw{AO&sT=$#3`H=YGWT3YyNfwTkZb`>kH?CF(TCT-x
zZwQRhMk2!0O=)H|o$HqMMmj~GW}Y7$zsTBJbvq=hB?%IT&H~XRJ1yYFB!|m&2!!8`
z!(rZL`sy%6Hw)UZ*&;G|b8&OMy?pob-B+)^{_CIrdbU~@QW;FGyfay^RFL36v$m=)
zZXbWVr}U4n?Bl!w&3gZGd;Q&)-+lY;J<}KJ7D=?8UOt;mAFsF1E^c2udj9I><;&}5
zfBg3ScClh@#HvtBBBvOsMz9iw{AJWVm-#6md}J&ljsKLYvYpQt0jfh1=rp^V^_Ctv
z<fK<`@A~~NmTxT^C-#WZsHEk97SM%ERagy3WjfMm6lztXe@c@zWrzCgGR=?pzIu(q
zF(umT-mF*dR#Kx@aXD$79(T_c_}i-|s9}xba@5?;+ApqVH>drpH61wl(~~LvNs!nv
z7~{$~p7c&vlczTqaoUajp`ZQTe{vq~z@l7EdW%s9lRu3@-Bx3HJneU?q%U*X#BhM!
zNuTz5ch}oTr^lc~Cxc!{64G&4WYr$lw323bn5z}~E_sHQ0ZLFAO*8PYKX27qQ9@pE
zC7)EH^xzPtZZ-?_1yF0Ks2?Ic34rIo1M`^zxNJy_3;^KSJFPY)mGvq@NE~&2K=WZC
z-)z=9?G8H$5I}GR+z$I8uu6R6@i<agu~@_P1g9MadxG8^l_ET9H@Q<Kp=}>eN8?^q
z0tJvvz5mUxv0cet8gqP<O%shgJGod+#+-K`#L>s<dKnaaDgx>?h>r^m(_uP-{@Q7F
zF3--VlW9Pd*mrPxPz+QpQ~+_j|Lt#At1ZqJE{Ke>!y%H*7qUrk{MC{U)SreEy;#pg
z(os<&NcCZjA~T#rH7}-eR1SgsVxX$$vmWyi&Nm6QL<&%fC)mvKV1VlFWQ1c2tdzh;
zlI3ZFnaXa(V9#5Q0A@IVt|)R$qjzx;B%cSW5{27thYg(on+$<XPym1~S>ypXV<#Jh
zk7Tzo$?(s~Y*s$x4Fr#iU&hKWh(zWt7YqDD)|xE2=!oQFCPLKK1cAyXqpZQm|E6&j
zp|*tpcPrrQRk!H~$2dSv=0FyvOvNmJp>qJ^f(}tgV!g2;2`U`4)+1(Xnhk-f1$=@b
z?vVmDmWct_;|x)`NEDhk=KnNnD4Fu>B=C9c`e}Av%v7wIB>&+TpSw*5yeEu;7!Ea$
zhrY!E(Z6WOYqk;%<4ckpRuT|&2389t!VbjcK>s$1C6;}FNeTTy0^vIXU4)NQr=>~q
z;AUsqsie|L_^XLj6Tu-A%8+X#D{QmqnN%&6$OL?icqk*exJDIfvk0_`uDmQ#w+(zX
z8}Q+kV$&qk21ScdEZ)(I1^NYCR?)nFbnkQP!-wc0hxhMUc6ag#6%H9AQ!1!HFreKV
z+jcdRHPm4GB`bQr(NMi&(jTDAu~)(0?M#P^o+HwWO^O<k>0&Br0v4kYL7<X}{3dYu
zQKbmIKZWWWmP-*eAHnlhq)l>AE^0&u{2s;z(642fw`})JN9;x^yJCc3OYJx9#@yCI
zP@rGiwYQrB!tZjR*U8pHR%WCsQ0--xRrR~K1aJx|$I%W@7Jk;?;)0%j@abo4#{mDK
z)Qov<%%+&|$8BtP;9shjmya$kFHdRUSS^bhKY2#6HLGyKk`!rE6h$CKa5~r!@HS!n
zOP-gki<Sx}V<EtRG`i!R6+Die`(I!bd-Uk>*~O#T@e%{SN?B*6io_kFu3c~t^H51X
z`Y?U@k|6>AC%iAV(h%No3`9hslg~9W38N?>;Dxz?3$7ZG8i`;d9R?xTZ?~>59usdm
z9)i4?_4O9D+Qb|hIjvtR4@-q!F5RXbKBhEcN;?^ECc=3|ZfeCrwF=yWwPTHEzkmda
zgur7Q{Jz5p?Jewa5pYQHyyJAxW5wPXF3QPh4DNo~tkpB=epRPC`)YIk{OalU_~iY&
zZ~xc-_5YkLH=HRfXh?(>5@~WGaBq5g<%i$@{^LBMe|%LR?-f`dpFkM>`qfuxUw?T2
z=bMX*QikcPcs`$BZ_b`w+`PVdeS7ib`PI$uzW(-XeS+Tx-xpqSi1$XKKW?<vvSGv=
z0)l{TW0w9AW8%sdGkF@g*r4GQqR3`BUxUwDua{qc^X1FuPcx*js~VudBBy9n)gU5f
ziS&8dtkrA9L0@lH6734Dj`|3@Rf$H$(&m^AW0gH)zg?P-2tqc_j(h7_@9FjS`fR$M
z)X$dv#jrW+>9=R2^W(;HREFwW%EivN(+?;x!d%I2y?C<dj|a6=X0>(;*5lv*-GAD-
z_scQukPA#@z4@d&8+SHKJnSWwo@Fhwn2#}jOFkIy8Xj`m8^NOkIS0Q@Jy41!XIbht
zaEazwy=8%#Hmjp<v(;#XLTWKb!?;1kH+HOv;IP+LLSd#<xL|`0!T`ew42VcPBmk}f
z0m{aZnv_^1#0@w>mtQW0D=rS93a}Cto3cEg9~0G*!~mrza4Kkfbla`0*vME3<jeTr
zNetz>;Pa6nEv8jA!Er?Zn8w<oTF7=9MJ9pG<{X<ZJ|&*S%jG)e6P&u6&BkLtqD-2)
zK)w|SWOypjolaKkPOD4k%54K&?{z!9aR_6%JmxE^9?|B~@uWfhFPEt4yncKI-V(+G
zhPM#GL!4>&s52>-)q-uDi^b4hFBE%v6~hc=i0oN-;T^r+DwgB2LRmLdQVRZ(;do3o
z7EIkr9eo3CXRD+E@4|AAUl8aMH(rQXyk<^7uia%ovV;VYH=E!h2FNx_!QZ7wK7L_l
z3rd19iBSm@3=(pzvm-@1!#Kx~69_nujsiXpSDgSOdr8JNFcbkFNkgmRbCWTFw(7Cj
zCAv}MU<9&7K%q^Z*e`%ATA>&vfUx>q0%$MRrXHKwd2|Rel#&;uGmcThp)@uUDdoG!
zML2wTk1|iHjSXX)C>RZrgw(*QBLa9`G!6(3v*>i=n`Y|@&`cG53`oXDP@^pL%jpa=
z2>^V6W>iKZm+jyCf>{n>kd-C7PQS}e`he9W=5rYD5d$cfrf-OER<qum3`fi`{ADik
z#pZO}=|J>?w3(2FDoz^11xJcGX1Eji9SIJHojxNh_epva0)A!>q>QM~g>jljB#;6a
zs_}&rb_+YLP_qz}kXHN*pOz!)Fhe#IG7+05*lPSI4fCPsO7jcYFAy+<CZ_}I(b4_;
zj-$g!(C@aI;b0JVg&GId1eaiqa~8!W&G11WIyY{%d*w<?%b|~fqs@n<PBBllP=Xo)
zIY3ep9&{~}gnLkoQa%ph%1dS=7YdN-iHr6ebqv8^CZwRu)Uz5pQx<L2aInB`mxAno
z7uEzrBjXC3Sms9m(QXr%9nC%W?_m^&-!2{<$d<!|*U1(505OgWwgbiQ8V{L4Qh>ZN
zi5S?`v(*w7Jy;S9kjZEWs{{21UA@!?jsTQ6n|l82+0$pww`b?a^Hsk)(91e(69z1v
z3t)(`+UC1~Ka(k#4~U7BpQ%zI>$V;i=|uqLb$D>JzkmPUr=L;#`iuYRv>foWvtFN0
zXA4aIQEnqybS$He9E+Ihvc?1_c$9R=%jAbp%-gR*?KneVE}Nr?p3rC_OuaQB$Fv_2
zOsqtt5=rN5d`6R6yR(^Z+NJt(xCA%R$d~kVrkT&zGudgaIV=^qMD1j_84oq%3Kz4=
zS~H^1d)_JJyIQtQmWnACU=AEM8Opsg#q!r?3mC{RE8-!~RxpIwv-1=WT!Og7f{rCk
zt7Y@c;dnKe-E1G<-MqXyJ^%i9|ML9$DRURpVsbjv3^j_CPK8`~^ZApfAMYvs<170(
zufU&v_Xi5KzkK=b{g=P_{rf*%Z@1K!^eTnzbn^Q8_TBBvyX%*?7YsO8fB5EG^k*I4
zS31=&o|?68UB~W7jGcmG{t%Z1F?mXbaNXC8c`Q*#=aAXi%TEVm(u81{NjY9#U35Dg
zT*0#*XlOsCrV>3FOeAcTve8^N&h%Bx##oTG%gJu7h@oQGtG8;oaj)3a)AVsuvq;I~
zdV<E)d3*{(bx!^f%F(b@Y**9I&PPv92b)>_>GcxoSFMz~ykNCb#yNJr>VpEi+|J-n
zTwR?uDRhmifB)0JwVMx%x$x<FggUfdj_1=3$S-ndECKamo(K-0hGvPM^qhgkNG99O
zCa!K&p-#I_4IMSvfFiUEd4pQF)q=f@z*5wT+wBE^o{6U^7a`(^Yd;V4GE=BSC`@a-
zTmbbLLs&=<@<~M%(ufk+a2U=dDkH1leUR9((KcIM#=mq#LU@c*3(1C$L)B==budDZ
z_`_5Jrh@hoc>E3`{7ORC+cNmmNGKmusKRN~aAW`!rA4vIi9|{gt~+x@T#fdI$B;K-
z5gFedb-j2zaLm)}mZ2yaUb_?`0oiP{Ae|yjpzVMJh%*`yf=e3Rg1}&bSz($Q)XRE~
zWL7YjW>b;QXEf#tR(R-sbkcEj@}=Thp{@uz96ix0t1jU4dCeg9R4PVeASR_mm`Xdk
zBXQ9;D=kpHXkYNDs)+;*%lN?%qqLYxu?_)D1`=X%K`(L>*ipggP7=IeD?~5tFI*NO
z<oAK2XZQhMhIj(>jKwYl^g_NwMU;Su0cMKTp5TQ#V1P1N1jpjcZ*DVtK>G4Lj07+}
z4jw)fpj}u@boTMW5m%6{IJ2?_2oyqvB)Ncf#1X96c4eaxB8@}{fq95L-5b`sEZqe5
z!vl^Cu8CpDH(GlX>ZH9k&=YK&eLVhqZC1zO9$qGwX&;jt5+As7W?CdTAoilgVpRNK
z*h6o@r5}Vo8e+O**O>`Ny44E#P=c$lTN&8U23b%;okh??`Xkay7`9f@z<XjtN`-OC
z0jpKRl3F1*Bf_M@U*`vm%Q_ESOcz=90{||iQ1v8m%~9u=zKE^iLdUSp(1Pop7DyRT
z0J^IrWue~(r4AqqIumW?G;V*|e<V-B=S&FRY|wA`i$Z~*!-4>%I?WjfR4%9A3ii{O
z%Hrg7_xJG2RWnH=su@Yp2A)=k3<%S94g3=gUy$WgQKEx~_fJdX^fv~8WI$#`)khQ#
z`Eho&ix~zmKAjenWV^Wn@{4DKP=He&<X0sTEJtNSc@xA+GFMIJ;DS;>$&^S5I2Ny@
z=*|VjhznPk2ed^lMBovNxGh3MBFH$LR~A}__87gAqKDKco+SzmA%u*2?agYT>vbMX
zc%rPZtB$I}cD>0Tl?v3+zI*kU3R)y`_LIQ5;19pNdrkW+v*dWPFl1pll!`&@@Q_nx
z%%;kL07xoIWoiW3yon6Wy(11Wg2Bwackk1OpZ)6dU;e`5u(F`s-`%xYOu1ZcxuV`<
zNPkg0l_~2@%$DHm4O<<J@P02{T!n~4+Jt4I(IOfNHFL=hQ*JuZDrA7Cp-KT#Yve(+
ziM51MRssxB1fZ~nPP(IEy-&D&p!d4PDsTxZX?vPBDpwlRD5!Ef6=eYHWiZ||wgFF*
zR-M*ZuS^&#6VXyMS_hy53zs*)!{#@esCJ5Yg`m^L8yHK5K?(Lcc$}Q|Cp3FZTkS?x
zV{tj_^v-6hlgaY+v%5DhUcLYN_ivuRK?F`lq92%kS@^@<s*YpfyKlbxI8W#wU)9HZ
z1-^On=5#*$?%lWFy?g(|AOG_B^t4^fAGaH4lgYa$PhUU2xjlb!d-)9c_wDU1{8fy{
zxrAERvV?pAgzC9C?KOFt=1_hRUE)zPGTe@;*mu(j&N7<Lc+jTg5nL9S&}OqSz|qBB
zh$R`;O8TK?H@MDvwZssTh)7x{1_q~ENH!}uJ)h_Uy2`{5xcaRkmN15$Iw<>I9cBe3
z+WiKN$yHL2WFDbU(5$^2Rz{7~$wYsAIy{*-H?tO~imQudtASm=)z#By$NhP~b+#Iv
zZ02?F@hRmW{_9UZ`KO=j<^1_6chFh4S9^T9rbKo%A65$4Uc1H`F0KG|l*jFI5C6T!
zm)aV1`;1{RRR#6K%@)*pB%A{9N!W<eHO{+KJht6z@W?G^tNDnyd_^mkWl099MW1yk
zUpk)5j8QJe*b{|4i-ZOG72>*{2e_q_aw&ZK3Q7Xw6W+6YG8b2fE1LFAQ02=x7!(=S
zyAlmL<|9=Jw+t@53<QjTB>NUgH0q)8rZGJD-Co8#0++KP?E*M$GaQ4=JP7z@8mK9J
z1KS9iGe>J}m?anADhQU$X;3ymp3>PuI6h7`iY!0K1VCgeb~32?k&sBLOKDTX9TY)G
z;m3%nsbaPWW519pDuNjF+C!p?Q-I<f%fUWwE9mZ=q2$o<^FVj!RB6@gu-4&{@jhbM
zz`o8BtpLVEjb-8~cvD;xvYd!Kc%|}*w4T@SZn2JG_G4@STZ9ROjV&%SUIk~L9FTxj
zGJJZSPF%^@)$B({2E7*Z8$wek995AkLzHOqg^>d_P^exvrfB}F-|YeIMIWWtVu)#y
z+p}};-Y@?9e{)$)Oh62E$ZnN%0`Qj>jfAn>2Pr{jjmQF5`Y=*bzetB;!eep!eIWvr
zu(^=K+@^i1A^je7B#+Z%#`cd34TBatW%M`nC7<mm$ZI${P`oZ|dy44!kWux6cm=TL
zwH)~@N7S+qffVf)>W|Shh=TH8*<Au;fa&xhBpCGB9D>aeaQQOfIQ}S!W<wQ_7dn{K
zF=Sx5t%Fja@-I!pf|kxf>O;J0(%cgC^ZjL)msAvHIS{NG7%8U>VmU*mLSME|EGLTz
z2^g1*@m{oA>5frcF7areBxBO=Wj+bm%vtoiod;Slh}Vlh&joyG`j5cc1L2f|u=EA9
zDdeEN`iOL7Mpjdj1pBm^&$=x(J)Ol2KX0{ibZ5uHFut&l@_c8EjJBgjJ~?Nf$9LJ-
zWW`22&&W_!6M8mN$2FRc@mv8iBCmww0-{X{Ar80!S=6*D(*(wrjk!XP1xspx;@CdV
zeBnr*2LziLK%VM#V-KUkJBl3Y6QZJAW54XP!~2V|p_b)1t4umoB@ZUIkkf%~<275-
zs(SQbCn!ks=>)eZuE<`elZ+}nAmOPew=K9l{7`hNW$t73VutQi$TP_4!~Wpn^7_f`
zv*qR#tGvT*aoR0mHqK1f;Rxjv#k5gBY8Vj%z8WqBEzL6^A#t7voK}lrcjOoHDS)s5
zSKS2lg>M=yX|ylGotP~)o#B`oHTTg&@;MQYH6^;EUVB>h(Ws8NR)_{F$uRZeFlqUd
zRzA(3#cO1nTuDVr(O@T=;FV?rVzbCY>jnv$jM4F6(JM73)%vtn?P)p4J5*EQ^(u$u
zRx;8}N7-6(c?pneA$im7OsnO2O|QlYU`Gm(NIGD=0a!SCO-EjnnWieztdy1eEQgew
zGJPq2&tf>5_xqz}tC=sf3dMn5Ta9O%>G8$t^zDn+zkC0uH_zXapn)#PlunqJb`L$D
z!<F&;`uWFuO8@xEKF%vZQ{nb_`sJ&4@4x=_U;p$k&#$g<>Ox#O9gUu!T|7I#x_k8W
z_Wb(#<ox$<U*DXamknTGhyXbCF5s$wpI0)5>%M_~m*$R4jwcsjM6_D4xyVss7|-V7
za8sA4>k2I@JhuX5%|+okQqhX$lZ=X3n1Mwzb5McD_Mwmp_ZxX;F$SMjHP79*RfTR8
z!6ZH#)rXzZxL;jNDB3R0CoM=`$MXU1tU-r8qrRHdZqBEaYo9H<mzzGY({?>K>{S+%
z+G^IA^-AMb@nk+cUr*Z28cP`XPyhH||I35VJ_UQeT`fn0`q}ApGH3$|TXU~D9uInL
zLzqh?>ctct#Vb15nyq9st;nHvlcJ9bjvU|^#<mcAI!!jo$maA!uT>OK<g_MLa@~4)
zJnY~X#wFTl)zTR<{HRUPtqF(4xH=X3m8zA1AXJLgtIdYP9c`pj)2Sj)$JBniiJ><e
z3(<xXRoM~w1-gUdA+V)fylg}!5E@ZrqqQ)BeXB%MQVi89MtvcK?FybQWG+%dC#wxl
z;xQTSyHEa5Z-m9D+W@FZ=P$v(;B3$ucXSrYXbVi&gjgE|s!}vcBuO2zWQi+rV6ORC
zG96SS60WTT-r!U+3fp!>k5scCV9ywd8t;KhJs-<>%{F?vb&VnySvCL*Ue0$Kg?f66
zgRfm6uSBRILr5QM86P<lXX-8?ktw*RFm(sOOD0smp@ZRdXVa=m>>8-^CV=3_Fwfwj
z;U0`fs4FrZ><0sW)CTr(TnDs4-q;?uJCjP&S}r1m`KeNZKxxGRM@f(|t;J(loEYR7
zZxF}O5(yyq93JF5(*3gA?L0CuK)TI`=KUQ;N9Y_panpc+YaT=x|JH4>gSGd2Am36-
zV`Efcg5rF%9+^FMAD9bBO;E=Hc3BQ~kt{s6Lta`c3_wG~qVID!sYj=AiT~s@J&a1Q
zBi!_Tdo3pG?)`}5g}KU~khVaG15-wh02T*EvMgi?@J&Gxn|)nNY1nw!KpVNZz|p<?
zf)%%zb=qhQYdTpEb~<$Nu;nD;(#5HqP<UQo5;F*;sW?^Id8|;;FoD=ol0*iZyL`y&
zkQ^qoqe3LuVYO_?Q$e~Hi^+0KQW8=SD;kl*cpy}X#)tuO{D<B47$kp>-9Sq@Y`GAr
zLnVda7FVG?Xn^ZOQU>fTsvwUT9tW8{I*AMm85P(;KZS#b4|cL4g19cpVx|rog^gOk
zL8Hc!IxGl&2l+d3SudmEwli^-fTK#OP2+YU2VX)@$Jn4%l8IV61$&CVZ?rp_4O@jQ
zPjqdDPmF>H^Rl0>s*#Kub<aV8L@_8)6d}K5&u2Qo(}jnP^g-C;3%R_S5(!$(6hZP{
zO)!U>Op4W92zbK|6SRth&pySH2kw<?j?eJw>iY8P5feZ77lR~|Pm_Jl=dk%lsrkso
zb7iV{1fj^oX)!;cCYCMX>U6at1+*DYCk>Q#WJ<}yb6glRd>VZWz_VK78<b997{j!0
zJmuvwpuKp?aAAX_@v2hxi(b>=0o6qhKL7Oic)2<`>5r$q;p}*IT5GlgGF6Wz$zeoO
zG2>~f1aB4yEizzQc4k6e9b1Cz%|#_zGlxa?gOt1n5n2Im00HZ2DGY(+9M^yv8?BS+
z>Dlq=nk0C+GA<PcypU>%p{s>k4{|Jm9{39kgt7>{q7sXqjV8-hebKCOn=6LHiGZ98
zhCzoBK@Ga>KygJI%>_oeBo99%g&_)}?#^0`R;fI0_bB@86w2*F8OZAO`Q>IdfBNY5
zPrv=)<?ZWCJb}})me<%s;{o6i`gqvEclvRj&_BMakM{~dLO5HkUO#{J?YnRP{fB?M
zIlmwYg;KK~^qIb1J-T84_~i5g^6I<W+w0Rayg=owrfU`6_PqabMOM<Ob_r5wm4lVy
zty-ZBTeX(Wm6B`^wQ>$aL25BSt?5mULXJhof>u2@8-qnJSIendnQe?%En_-`>4aPs
zB0ttHbI=RJ4#LrhrCYC2Y**4uWz_mSI;FWW$Dp;G=$mD4GV0Jz-D{QF_3ZIjua~1|
z>;A=NczWD^v>h#`jdUU~8tT1vVZG>4=E&H#G2CL^)71>QC#;CS`sZKVzxPEcpDE^|
z*u$3NIx^bXYQiS8)vApUxw?bZ>XhzCqev;AfFaPT)*5=9ZC|O7G)i9tM=;=pUB)QM
z<|_$GE2zdGaYYSeQ@2^cYBL`93&mWouk$ap0=|j72CgF-t5xf%Br}zh+bN}i)qI*T
zS|%J?59yH1kVlvwAG0Q7<4A<vZG|&&1dD+@0*gJ$0Y!%?8g$DdFl_^#fULoK4)$|c
zjd#FF7&)w{8VImvy19Lhg9fz(NGT>A*ch~bhk<T|Bdi6Hu)uABCu1xjepokzDX8q3
zus?tmJWeNwL}~!PQfAPoo=!V8ij4Id{4RvSCcMr}e%PCS=<dm}XIw8f5Z)+pCP&Ht
zWP0`ce14A$v_*nC5@fDe9OO}1Blm_5rDlw}c6jd!V}c@MX~Vwci3G#eLz^lo3T@OV
zRR*vWl!OO)F&C99`7{!12EmFTm?$Kpyoy9Fo`Pz{`zhc95WyZZiN7l-`uN45h#?;{
zShY|DJppw;uFxZZu`OylJj51-+nI@o3@;UyqzJtZyY;|KZIJ8e$ie7kwg_$`p%4$n
zJa&-|P|y=dVTTVNf@x)fB$CPY)51RqFw999%n$~hM+XM{)@etDV<*T^&G={C-wSzt
zY$qumf(3y?j1+)iHw9c))~vZyo{|XF?=v82Zja+&5A`PK^Q7rSmV+{=4SesR0GLn^
z6L_#|?1=!1X29bI2nqTyhaVj<tB`2Jzt^jlOK{a;J4lc#uxLhmG?v!tz}ATy0JehX
z0COoW`Dy1#$qYQfX|qx$+W>hi;H8GfsOC|_wM3ld5zR-C^98fTZ-t}o0bJHhr$K(P
za|DW&B+(EQu^90|FimmXvjOa4wiCVRtp!ES!CHqQ?{(tOkGd?v!ERa>WvkV@yPFby
z?!%*?3;IE@8Vh5{uf|nsYsfXIqDY-0Q$aBnAK`qGs3!D+$1ldB6Ig+fAX!BUeRBUl
zd+)g<$$4gJUd7tXbnnh|?`)Gz5a5sm0hGwh$k1B2hZY_Y?%^K7!y`PjR;jh9EL{Z<
zge)jF$?dgWo3-A5a|?Yx`*_V=l)(%}LR4jibbr6|p7R{KhuAzqGfBki)ChQ8Q=>W|
z(3&I17w?vf6T_TRWL7PK%V<$?8t|g8(!T>#0pJxw7ZMy81QK~^vJyea{6f<0&ILoY
zOfIx#OSzn-ut#*-pf_Ly6n$<scL@}{lt8ej-|s$q@q(izR1jDyM5dXSM$A-236Z(m
z?BKg67($VHy<A}bNUsy(7@U@a!{g;@H6d06phU_vw2DcUg;d}`2TP@1DKYTlK!-V@
z$tpcl-Bz3IBxUguWmSsI!jTUl@>e>UfLU>HbaZ@vJ(@1L_|RMA^SJPX0h8gWNfCCe
z@a<E5EDveX$~l5cqhG0j!7tk^r*tW!rqh&0@u`r+Fa|jq4I1Ub-R1S!W`A!mxLhBc
z&DY2DsOgOnI0#)EspVO%GOsCfUU>vG<VRcqxs0AmNJ8jxv$x+jH=S0e480^n-xD9*
zQk)6gD_9e|TlD!T=1!pb2Yq-fabOZESrK=dVh<U#;JDVC1m6#5oAdo60$(rho__z;
z4^JPxAS;b-Z+TW_t))@KM%nJ_fBe7y<K4YW|NP9}%~#;+^y=*B<n^=HUw!t~|MORC
z`r@uS?X+(W_Me=bJ~_L5dHeYG^y=Bwqt74T-5i||hvX|sBVIX^rVN5a5+1NdiLs$3
zrSsPG)no+f=nBU@lwk!4y-{IlxEb~)ScF&@0nVbPr`K&$?Ax=%uT(A*!|6nSjFgFY
z>a3Ou-MZAN7dw>vw(+XS)1JPWv?uHw`}%s)Je*NT(VX?vL8mfhLR-xMc`e5@aSt|2
z^I%E%v3IiRobLBeAx<>P%SCUo=q@G(t=u=~ORKQ4Uh13r$?2M@>HS~7_v>GOU>ZR6
z8+*$U+_1h;d3Jl!Y*vTkK6ooGfZdh}+|y{1_00E8PSts~063ZkW&;pBw}{!q+{}kG
zazKqTt+i?gw--eAA>xt>H=_bCYcQbCtxB~vd@!7DO@Q?{Y-5qV#SGXcn=-t(XZxFW
zy=G|Tu}LXMnA^3Lk?cV5!tRs-H38zD7Ux1T=HA&2yWIpBi}`rpKytv?W3Yn@dpsZ)
zsv3+k6fDLM%xj4Tu#Z}8vzoF(Wo677u~Jq@GJ=0c8ADa$k<@TE)6PcDv5>)6L+c+t
z-eNA*Zo+b{yBxk~h(>@KTf(L$_v&Th;X=UA`j54%EOFvbqh%6}Bm>AlTJEj5AVec-
zg{4z08VVAhWa|eHzm&E%m>mGE{F;~mbcBhKDs6s3QcSXxHX1sO-v~U#g3{L8gd%~e
zu_8<a0|3n+G_2=+xK)5g3sltvyetaYL_h~;rJIVx@Ut<1)n(cyDNBLzW%*~Ah!PPI
z<|>`qrL6TA5D%<09=lx(;m!&}o98!*OiJv4;&IoG&Bc;8o^d?1Vd(PiI<VOI94_YA
zn$i%0&}&&qMcDX2rNVM$O<#dvIuc`o^6oyg)+j=VI&6}X6wO2fet`iD5)(&$e*i=V
zQ(1!7B%O3^JtW2gcQ*-ZU}p;p5ZEV8f^d~*<m2N4e+;sLZ+FYPecw$JbPPPj4!8r?
z!%t#93i~3^v7#QY-|pn`lT6@`W=zGm&lw;?*<ZlRUC)r|c}ZCVgC8bI9(w>ity(@K
zV{^hC#JfOL6H2UemlhaACm8#TcF3^M=G%%qrPC98SS~ZHsr5p(QOpBKp%4}yml}_@
z0Z>4_$Rs-ydq+dud`DF){K&v2N5h04(YWBlx3bAfEMUN9kB3`S$)htm9ZDju2$5XC
zm7>RIdwbkatH}uPPksp2GO7S|Is`MoT61Ql2Izq8Bw+`}20&Z7R8WWspq5j1NlUC&
zgn^HNJRji?6|*59ICsK*bM~z92<U@+C``VR7Xc=Qno9Q?G&D)f0~V#9#cMKLNeQ4Q
z>e-AOi{|{^q}xFwlHha-E>Aw>(^6DU6VvlT3YFqfx~Ey!vi8E5fFI%d`V!QPOveXb
z?{c1<y@7O<6^E_bVuaX5$suiA3a~Py9@OU9bbNZorT2u<1__<dJex|?Gc-(U6p$$8
zLbBUxBIJTHhR{P<*swF0k0yL837ro|lad5ymh8f=7!z~sE8Fesn@5}rwF)5wiM|8C
zJpq>u?W@QD77p-6a7lvaR!UO%7*wfn%BFGJGm-LjCjNklj_)c@is%jN+NuP-IrHfB
zm^td^;NW6OW#edJtsPA!<S{RJDL>ZKRm&J^<q=AwQiNGi!^(?|AQ8Jf*t^;+r;R!!
zUOmq?Gf$W_8w~JB5D%#{5WO@y1+nBstj!~syBrJsMSr-#oXah!)+Wz2&|7DlgY(Vd
z$!h;kFJArd_4l8?_@ilb02!gNH!HQb)0d8h@NV9oe|}c)^egb+|NH+(?D5spPrv^B
zoB#VS|JSQWkIbsJKb<@}IlehKd~tpE>hW_d_fOBSUtC??onIh=*Vs@r6hK2Pk8q51
zR2A#FiLz5tG*C9GHtG#AZbLVsduZ6|4NWSruUic+jquRZi{*?8lO7Fi3JawS8KLzY
zYXdnTi4Gdj-?MJ5-=wH03wCun?hg9aF0LkLM<$Y2YtjP+Q<$1^r%~LWL$KG^)81-i
zob3(vmfg*wb9pqsIa%DCOs-F7cUSxEhD>u%&#ZR!{AOaD?oa2v+Qih3fqCsO;1B)t
zKmY0vzx!~=4zX4_*k8{lR;l-(Q(w%d`Fw^p>Vv&yTW^|d@zi3iQO3GPTD%FyxmIhc
zloTq+e|oLFn!>s_F@Ryr&Ss=mXN+P4bWts4y9T!OA~~~8Z=kZQlL}lnIe!CaB@acG
z5sx(U>~z=#Gze3F+BXJtHcHuX7xyc?(D-7~$8(#@X1sP=3Xg=qDcqBX-zh|8iQr*2
z;&ag=hw~jk22nM{d64^3F3*@Jm-qwo_|Nf@L7z|yNyrR!kmhCjIvIFjehRGTHd8|U
z>i%kh4U3&ui7parYKg*dMam;%#KjzlnNc%Ls<ER1VhF7NV3rb9#qvZMjZ7#H$bT7r
zMxj(hx)A6Iq97PPJn(HiDp;qmzB44SzmE7lLcjw?Tgeu@J5b!?s?2SJDiX?md`Msv
zVI#^>j>)AJ4>%(quSla(Ve3tj(PAIP*;xx&F~~xbxH{7w#(OG?V!i;ryR^0I#1qdV
zTgJvu#S)`eKE*B+zCHe~2<!;hs8PJ%A-W(%rY|c0qFAY|I70|psqMi7m)#lk1ZaM=
zKiu}%J>(Hd#c|3g=PFr|gkFfxIT_NB&x?`<b>C-u81vY<o3IrPxtvU27?#+=^Pd<l
zST55a#PS8c1alD^Ny-Z8B=YRqnLj!HySMKp2^cCB{PQeW0|;*L%7VTI&mio<4~Aw%
zy99wX68eJAp9lnz4n&V57mfJr4!>i!UQAIX&!CQC`BuuyXt|ULD^*4OsdO~8CKYF$
z)}+OxUP3#qVJ567g(Txv-oN`0eUM=+MPYg@wm<13!?tJ^OfZ-wxLM=RM>gSgY*!@W
zdjw9|PX5pJq7LGT+ECt+2%U*`j7Dv^Po-ko>ner)bR(7`p%IwcfD1f@A_f&PR7u3N
zOqOXa>v!aWu3Xd;b~;B?G>Q?3>(nLc#VoH+QH-a8_^jNWN@bv%d|)7QuuJ7epYXUq
z$PViYVqFVGy(+Ow#rDUZ6!IsAz-gO2NoJ;323m;~SXmJ0DjEReLrE5ilxDlg&?wJN
zdmhOy6J>Ic!hs?ld%6g{cG3YUk0a^c#f@JGyOel{NiXhmhaI+b2uvAP{4nMUr0My5
zG@lIkDsf6mh_qXUF>`jBHTr6?5wJe*qw`yjh3``otQorW;n5+4uCw#YqvNyjV9E)G
z?pM@rz^!s2-Dy=J2M#!P0fL~x2PuuJ0=3G|=Q&M=L;e|;{;)f$SLoD$A6D#RrI?Hw
zGy+r@>Qey3`0fFF$;N#72wpq5_aP;LqQ$eu@29lrlt&npQqy)-FQ!>IHnA+=RHSP=
z$~huH69f3N=NE^M4iCO~`r>-;;9xkM8|_7_-B)C0EvBzoy?WU1l6W1cQdiD(%Mu*w
z7Tb<Q<of9F$=P{dt+u!padnHw=t$#(gmRb;x|6I#y&h5<Su!$ik8gJe!B+Hor`_pt
zxE!@dL@axa=5jcE{pf~MKhqbTci(>g?WfN^)iwOGYDec<N0$l;Sn2%e@SVO(|NP|M
z%~#;N@BXq}9De@#OIY{+`qN+k_~Z^l^|IT&*sO03nZ6!<`t;S)%g0a7u0Okbj7@>r
zfLkt-IIJQ3`S2cD0km;7Nm7FvIHim>(rx$ZbPQEgJT?ZByHY<rIBQf%`;-Dc*Pp)n
z6CFKfx5emHk!7x0y$<48f)N4=C^0?q@XMao*CoA@@0gtOnuDH>Bz3rK?@wy`lP22K
zX3<?vjm@mRni!KVT)x_J*t|Yo0k<ERbtJ6Ktb295ygj3A1g9CEbCm|7)59sg{h=XG
zO>IS4QLhtErGNF$zxwTa@6lFyw714$H6I(a8)4}kcDVDD2w*b2sg>g168sDx4ZI0a
z^nayXqN$SlHb4!GURc?Xp2&pZIl}kOJ){bJi>GIG_N7i%GjQeHHchiz0)1JnWAwr?
z1vQc36EYB2T!{FMYOO@Ruci{4+?)65za~35>9vRLdIh(z4$GFRx@~rQ6uo)e;2Nxc
zoOmo8A)?N%DjeeCj0ujrDrO!!jG7v9nnrZH+3XYj%hQXe<ckSXhh)fDlNONIU^24O
zB_BtOj`0K1EjfKE;kfQ&T5GEk?-gq_5L49(J|ht%tWhp3`c26H12A5g_X~L{2<fLD
zwRFZ9CNU|Mt(3WKV-gOD!4RV$&UW72gcygn&zM9QpKY3yj8zEx7iowl#77|u%ioI6
zX-9mMGFZs+#45o{=2OsRt$u1=2JS>4xoCreZ&s}oXdx=+Q;@8(kpK?>FCrC14W-hm
zH89Ar#p82o^)BVIq*lY&(W8m~iOt6e7Gn@X+0z>snEClZr;DMKu5DB-3!TbNC*a?@
zcRw18-uuIc&h3Y2Wz0p1NHh_RqkJU7WC{Q>1bJyHS>#(QF@fuh#9|V$%jd&O0F*#$
zzrS<u6Hsz=8Bm$Tm<k{cJQw>l2$M`-IPfhu7du2TB7%z-@xX)`w|FF$su>C)qY<e~
z_+3gSqGWij@Y>~tppU(518h`(SQ3*Fr#l%4h(28R5yZf_&-peoDGb`QMYIN{iOLan
z+X^W`2E0H=d;_3XzQA+};taG@F+UshsLSj&>a=F30&eckYEFte-2i0THH&PfWO8aQ
zTS{1dGYYV<@ip>Eg-ROuRFFD^5HYs`ZoQx%oF>PK4&)SCV<gz-lqyD*n7;-3-{Uku
zbpW7<`cb;D=;uQrMTi!|e%M*{Y|Q@gZ_9~9PbnL?<q7D;!+I%$n9G2NDGMxBJ)eQ0
z3Q(8&8@_lt@fDw^Ddiu*Vefajg0M29s)qvZMceFY%EZ)3RabMVZaKSP1D(#aOQj*W
zLbj#FQeG5E266cUMj`BOYYCxMPIt=LdO9f+(xjC#7Nl!CvTKXmcarWM6%54I{m}N7
z>)t1{!-6{t*tW59!4~Va4dTq#SLgUe8w7*1NjC8~yEuDpW=KT2$*8xO&kk1WHuwe5
zcy(<tpR**yr?s5#btu|unykffDsnyH%R=WGcGLN2)>Jvws*AA|LT$pXmhm|#i!ql3
z1I*xJGBp}TLJ%6Y3Yb>@62iV*CIO5>jK!DB1wSX?+NGksAo_r*5=U)u+6AavrUbLb
zj0FFok`@}p6n;OB(oikvG{*+d+>gG>ajBunuW!%4d~)~d>h^rLUboC?y>Za(4HRXp
zsv}h%YvpyjK2S?c%Z;4aktGt2?NW|6^k}iTI$-zE=~gu259K7K9!ZtUU^Mu40P_&z
zO$H+vEF&&oDimWs4u929_5Jzb(7?{n?CY&Xua6J^7AD&M(Pz(Ie*fk7Uw!&zjqf#=
zm!d);ET{f%U43+U@owIpe|}c)^eYe!hkKpbSATr-^`~F`_05l;J-KbGCA6s1#q93*
z_{G&N@)x7mvx}S8kDu->*24}7Dhcl>%g0u^Ofsm$$r{V6Tq2azhOG@<u*qn_kqv2x
z+av6+>T<HM1hJ9?8xUqOm2r6U;ZA_Zse$O};g+?QRoS!%kF<~!Fc=Nn7Cm3D$>V{+
z97Jk+Z(LvWm6KJU_U-WqM;4M>p>4>AE0cBP@oKypGNBFjD8m?;o5kq*bak*|K%jSf
zCg)R-zE%?yeC23^oTe_Ovs}Ia!smncfBl>He$m!S-G+L3vc_}JZ`A<ouO{ZOt53l|
z^o^8AmvOOYw)Qq_Skv6inFywXE}KZ}DahHTrjjMn8x4AO5z4TNaoA;dL)#700q9X&
zMTM*grWMly?M1+5`_%Wym^w^|o)EZ6enZxoaFDLC1MxMhMYG8ox8B7dO==$cw_1vX
zxhQUfWK4?DL_7^js#UMSs;bu@r?LPnj{6L%wI<?ZMPlzm`EuVdDCtXKlE-A8OOz8K
z=--`MBN>XrI!MNXx=jBOZ5<XMw<goU8yr)%nM-0Q8h7e@V-ukOxGTVl93=3ZRIg}C
zHqmba7?GKFHj5=gBjOWKsX?3FY*kmQ?6wed-V(z~ptovDm1<ykr<Ai<p5J7W9T%1-
z0sv63z@=tIQI~1j&d}z=ZW=cl3p5B2DWZr8OT5BwkGLcT;4{Q|A_NN9SZiRm@@af!
zC|&sE5v&M6LAxlip^Z?-LvafA#IOxQRvS?=iL8Y0i;N+Y7+yFeO3e099jw@`n;aPg
z`T*$(G%=(nSQDfy9a}pgpC8<Wd*=akRtUHF<QeUfQHmXtyyHQSHxm;X-q@U`g(%^?
zsMj50P3y2lgFcUan<<NVCK>cWXyRE5{t#PB-_CB#>joHtaW4|^#ezOi9$4S~ySsuf
z0LKil7zDG2AKe4;)~ZVNQmVq%ITXtagd9V>S#VQDYXuf8C(?;PB<AtrPqSJb$!vzg
zJR}e%WLW{OGt8U#DG@R}?x@R?hES2k|4e5PuAUMW0ETDUzlqmjv2IwBk>!h)lR2~2
zq&c0Lwjib;Dl-9KA;Trb=+$7is3{r0Pl-j^xkN|GpnhPj2h@NFTS^2Qg?KS$;XNBt
z8asEHY-u=J2>1<(HCZ3~JrEn>PFu=j&-yG9K6dwyKX|{M%XQ>Z8|EE&ik!74tz|_D
z*PBv?zh{|6VRu_D_iGBjfUX?8VSP;=AnWOMQzb7MV<e+ia?|VXPsXz@jk2o7vx`T$
z@Av2iOo4V!cUhk2^Hd3-gEfniiR~`nRpQaETFga!wQLHa7Zl?P=LjOb(O4<Wgc(sF
zlfWXQ>B%4Duz<gg4KnaLobc3mfh2tV==$RHh^qi2JrN$h>Ad)6y-J&vp&NuE_m_)S
zRbEaIhZKq(H+zRxI4MJkgNVhE&MEAZwMqr-D!l0-yMdZMFnh-voD$<Dw$UMOGL`%d
zrVX9MN~b})5UMnreHNV1l|3#;ttyjaVSi7cbANvm@w?&tLL($uBgHYWC1e_7sf)r<
zmQR+&5GS`5T-i#2a86g#3b8os(*oW~&kkfgl?Pfb{_Xqkzk2cd+3D5!bhXlrd9AU~
zTf<6qq*g~&l@P>CSMldFakb0Yu2N+CY?iXkV(MT%e|m8{)tf!FTFd9Fxm;09NRb$2
zn#3>@0cT)mCt%}?K=&5M2R_4mIK6ysk-64`>8Q!cyE!zv$LphO{`7;RSC60k^ya5;
z{`eJM4=V;*sWmi4*~Vhn#X0v*-=%+ka_{CV03~A3Uwr!fi=V#w?yujz`TW@<CZB#?
zxjr~}bb9*y^7`@V#naPE#;{MHygWZRMI<q>{WL0lZn}^YuuoSjEv3xNV5(TQRMZ#{
z=!h`n+3EJB1&<kQJtHhWfHpuv@cHu_8p*IGKvS>PkcSGR(Eyl}q7;B$VUVaXY~bG1
z%9~MV$&@uRb*)6r5DUS@u(mfddIqD>fMp!?2_~S`41Bi);+{!iF=+6;T`xL&i|+oi
zcXP4ncUp)0NBfJ(tgBDD^>Md0>G9ZbYE33nHjmN=?|<<AFaDucOpMx%gZ0ETD(yxY
zscqbA^qQ4H*TA>_)?}_P7zF7oW5a5pCM2SY#BG4n&PLD~sMg`BE4@}@J)05~0!T{%
z4efb!LDuz(ZeV=K;-KP*bB<*sYgH?B?P1}lY8u-DB5_n7a$!Z`V*AkLj9ja<bz*=O
zm_>+1lhGK+1VGJP2E(<7i!MVE^m_Q@2Ca%Jr2sSxgY$_il&VNMviVtjNp2^mGAP*%
zZVZVi+6A{!4E)p%!UN$&hW8GWf!3ao&qpydbT#(BR0iN}Ycfnq*-@{<d7gVT+e02L
z*pS(%Q%FYUJ&KxD>mJeVj1eES`oJ9U@-)aH6$%Nf5jc&uLv|AU6eo0O7?`XPqo{X8
zK2ma}UULA|HJ{4RnakFu*U}jk*wRv_z^akw!f&+1v`o6!Y|sQvtGjMZnR1bETm=7l
z>g}-OhH|NL4^4u=f*)JPwWa3rpsSdOSS*ru%qEg};2~IgY}+A^3&Ro^STQOF+<rtb
zNL&!bg>WPu6PU*kxL79oL9m8`w)^)P>KN^?zO#R1;p^UYVygq10m=ivTr3odg`-K)
zYK;Wb3b>U`BCAX{HZ7Me;I=1%tbW3IijN!)_!X4(gj^Qo-o3pIKCOarhgw6@1mOU)
zCE``kVaNR<CDNoyr9_HCD>m1P#e#@6OVkDc2KUgrz>7#U14CCT7=T%7nbMJ6lbKw^
z67fpe9AQantwg`u=XAh^qm)nuBIaizibB_CdSMg9T)mkLSydaFhChmW9lVB8BHYzV
zVTS|END~E{gMye)3(RsD_yiV4Cb_m$yb`CK8JQ?tr9+UKo<z)$5=JrCV?CDVo{p(I
z8FuWx1x*M|dS^(vmgFWH2ql<!+M_|M5HKU8J@#_M$~pe-y<Z_-@s=;!4R90S)Hsr9
zbdF~ddLixF`Y7qQGpQJ*JQg*C8X_+6RHs}TVnMWH6s@?&)hXrJhyj$yMZ!uZ!wz;c
zp@^a}H#@U-x5cmVd3p`KO3EXbONXP~iuIC?QJu4C(gE2}FzU3YgFY!1O;P(E3a}V0
z#lq~!8d8b>N+gryCct(eBe@tygE(KGWXQ*d92X@<`g}IaDi9+9o&f?%8oTmpg)sGU
zHa*<m9}$!8cGl}nzt=}>F64@|ubOo|$Co;p#BC*mdgwRly4_!`u{unKlh@Cm?k(rY
zT-Z&E0OYCaELwJguGySVdXN%fR?}lJ;M8R_u~))QX;jtKW~Hji&Vx@#^OAX)&K8zy
zG-8EJfpP%#!ta-j_<`G72wb`ysTvIjA*kTL!sj4_yb=$tSSXjvl+eAnwZM;O)9FFC
zyJ+a+T65X%QZB%#40?B}*ZNwyO`%5Fn%+Bdo<>_dc!!JSqtlCVz22eZ9dc|Ug~cx8
z_fx8#k05rrc`rl@uIoh}4<O;Pvkn09NS&<~2V)ZLct)zL(c)xte06eu!#(Kk*>_+4
z@cozHvS%Tu)8s}$At{fiXTJI7&AWMf{`pzG)33mWrm@-j)sxrXeg5_T`Th5QeDZkQ
z=^)ylEEd;?$ImXWG2TBpyLfzh{tDpziIs??LBnF~)Mzo3L9(!f)3Qljky}g=r2-+l
z#c0|yuwE9`qEe$gIh*IcjFc|2w9*?~UNXsOt%^h<*Q%Hn=qHqkQX3X8tkQ1Le^Slo
zQZyOYr8HHL(>}Ep6-$O1wlL|hCavYDIU6(&5W8l?`cRWH`^*0EYG~0UR^8RqI6E30
zt~-}!t0y=6qmE9W$7V9PIa!?@j*nLDgN3miH~Ssq`u0&elmG1pAH4s|f0WX(vqMax
zJ?=4F&xRch_`-6~U4R&>an!291)Yzeq59#ZH|py7#Z8VXlZLXOP6J$fsYJBeFtE%6
zh^GpZYe&7;ZbgD#a*rj5USm#yCObME{JoVVAhA>(O=q;nG+EM0S*sUP)3CBH5$OPj
zm8Fa0BWutDirB1lP!cN@kp-DQSb`yuFVxfua}m)$6Sa{VMGO@}xT>&7N#oQ?2;pJ7
ziMt7A>Tob+z$+J0Wp3HHX2^M!@^q9i3f36ZqTx2k#BQ&U%j5lrOGdtcVsxXbEoM`^
zc~GM;16RvRvt}^n;r_y|hMGc0QX!d%`Tf&g3ywOme(0EBDD-lfSfXW#PXS=?5_$(D
z5)S%Z4kxn!8Wbxz;QSFZr2uq#i^|LPfz2J76;d9tQ9~<X&cRbhUP{X5Ex#MeKn)^7
zp<0$(b@F)$Age^fn9wK!;8!Ms5l9iJZKZ4yY-vG^aKNW;2rE9?U@k6VddCijvdX>1
z=W!!8W=JK5BMAhtKmhhvf_oFDAxh7S+;T$!H|sw~geqqN7rl))i25F%&4D21v%6yc
zu(fa`PM8oG!y;aKA$^1&lTm^HB|*u3B;?uM`uM}3)5&xv2C<f9!fxNrM;~+8=f$Cf
zNDTNh;edB%3rUTVaadl2B0+&Q3dMAYKw=gud(`b@Dam`JARS<jhgh3RifBjaq$cIC
z?XhLXb57+VrCCYK!yE{?J*cbrrGbnwMy4^jg(H9$s8cL5Ai7=5Y|!8>u(@2MaEB>H
z5(I=S8bf*A7@H|k%7vLIV18C1*wPfa9M71j(Y0U^FzP^+ukpUbVzeh){J2yKG9Az-
z+9W$lDHrup6VHwuBz`6w4DH$}M$EV!okF@2^>fT9^Ns`q5bxVkyu)+dx-Yui4}bp$
zB@vlar7;LWc>8&7;xa=Kk{~$Hj$8og*@Re<7JFL7pbQ}zo;B;srqwez&<!e+aFq|~
zYN!7zAq?Ka@W-vj*RP&$=n!Yym@7hyEyQD}ru=qJj`czjb{V@cjBShom4uM=`>kkR
zQpC3(wQq~A?Xt)k&dXAasQ_w6%<Z6!sF6#O3Z$NZ4W?BYUn&xAW~Q=aE4e}^lvUwm
z=svfLPcD2!z8ZD4vbWh>oSjl1_Ah_^+u8X!;bR6g*uuz?Bz!?k;J2@X%xZG9#Q)hN
z+t}~-m-G4lW<!*TO93`ad}Bz^h|G)8fJ_Z-k`$5kyE^<FF0F7u+zwAth)t&xvtt4u
zMyRJLVzyY4-oP44M6?Po2s<k~<&;2~R4Hy@Tj*y;Z>N@&ox8{B$RJar!da!RgCk7u
z`^R5C|MYsfI2rU0dOZlMbHf;D>ZD$!W@usPjJvFWSq;|<8Mqcb_>Ee5Z@PGVe!DO`
zg9cbgE1pcCQi51(A?{tG#~!xt=A&T@W<*iKxFW*=CNYwaXY1A8aJ=mFYei+=A0Mwa
ztQ}AGj$b|b^xH4K`|<1V3ElH*5XNEkU|5NG^ZfYyoxV%|{N&!vSKwd&^<Qt#&tE)x
z^5a);{`%(oFJHa{O+RfnseQdVIJ`T%ygoR2e0Kii;`-&?D~=(k5FCdoKkd}&V7^Qh
zAG(ar0B4oy3+17O4<EI;)#|pOzm%)8+5%xQqEwB+s<U^nPiGx?be2?g^8NrQAgbel
z(u#Fxn^sK@w*4C0B=jX}WhfVpMLaA(Xvbbnafs>Y?f_KrdX2h-_y)6nZDh(U6OUHC
zqlNkSY<{@vU7jqi&Q>%BogR+X(>7g7^I>y7(ogn>i-C4=IG|-{wV0fqU%=gZ@X5XR
z{^=j{8QMS=t66U{Fj~!uX*QTWPBsS&U<7O+r85Rd0G$#7WUq=+!lQxoMNv>e%7Qx}
zQ@|(!z@IKl#?odJgja`aFGZFdwfn;X<x9m<l?z6v+gh)ut#-51pVbXhR@FY|SXJ(~
zbyjcjkc+H!u|R0C45t4rNP#Gy!0Lz<TNBzU3nnO7sZ^0gPewo^A~IR4lxdcP1w?A0
zfIU8+UreDK<*=fSd$YaeJ`kO^6>@RBJWLmq8RE*SQc{>r47**cmO4qm3LOF0S><rK
z0XG5RoK>(GiP2%?vD?BPpH`|3JEI0k%{=_{Jh)E0FqJ%W5p8R<5a#Lxy~wp?lITCo
zMT|*^ctr?Eg^b_h40zqtrjW`+8p7#>?J6Eg#{yC4qvdoSc!l5L=Dmk^iXjRv7FKzq
z(Vj0hN=b(MYSnFKp?-mQ6&2<U_)!usL>fR=Iu@rXlJy_UK^OJYaMZ;Zd<H^}u$c1k
zm;}cu5o3bIM~8w3junB5ASPUPP+Kvo)&pLqFAxxb9O*5Jg`)9j?B4HxM_n~xQntO|
zGQgZBg8?)pJY9^zl&1&%PV%S8pqEf2`y=PJgX%(%9ri8Q_)bpuqSYBhQgRndeAwl7
zJ=~&Mo4ura`yl{T3m6p)c(%7F1Ja5dRUos5!X7WpjDFiLHz~|f*-$|6xssN5+Nz8R
z?CvlGM!?7;LB<6D^#J#%4}d&or73-G-04<raVQ3Jm0hIQ?ht}uUIg-Mumxza$E93K
zlV!_OOB8Y06F#pLv#Juo5s)9mPzdCqN}L%YZ8TiVW<j|!-C3Txf&^9zJ*|>XdZ|7K
z%F2E#jjKN|`u)sfVCERc(4#thyA`RDjLNYf^mgj!^8vpK?M)2f_N$0NZ0!)e`1_Q1
z7xEe~b{c%hT0#bsqrRNa+0G@kWQ>ClX#!?)EaH=@+AB#gJk_MYaD^2g+AYW_1EDyT
zTl6P}Qmv(P41r7ntx{py)b<9g9{iTN%J9Zh!19e5j4d+`&%UNKq4gH>OkaS)<P;=?
zxJf98&8Aj?h=s!qe*Umlf;$S5w8LB;r=zEYVF|7*S`~*7NIQU$B~ZZ3herMIa1UcE
ziE!RVjs$E9bJ<*8Dgu__pqaHeDmm5x`<wkg{_%6us=6XVnj~n`CY8+iYK5Rtk_pb#
zK~Ligg-1bNW;_}%r&CUU4M=;*l+(5yq_I5?C75)uB~4>s0C$MOugOI_LD>5?F%q_<
zu%-b`BqaoK>@QXu2!mFIyx(2sFhv1+8B|M5&LmJ!`5@sWETm#NnE!D;+K~dPm!dEz
zkzZa;Ce%@3KDmQ^(`sI>=BKmys8$`<sw+_TEq&f>%nThV(kK<-lOTWbqV?+Pq|<$Q
z_i_a{wXT6MV&p3&h?I)NP6dyher-PCq+DYj7w8FGj+|mx$7cocXni<rbth)8TQ~a6
z*2Tg8qti1QNN&$>0o{N5r#FO?3h68u+X{7-N`5gkKYjV~-Ml^j{H)&TSK#0O{okKn
zUp>0K`~J%}fByQ-cc1?W7qqFC52sT$k54IrJwADIaq;x>=H=thjy7io=Q}u!07K!8
z=d%4~lLQ>*2S8FB&*fa6U=uVOWFPX^6dJR?K#IROIcqU)^oK`hrw1oT<koN^uu-A|
zL=XgaCfK7#X1&|2j{2}DX!gT6map=Q==w3L>}@d5g9z&bEMUo3Edk~NuL`gAVAb89
zHTUN2&8)RQZ7-;RoOLfxHwa%Rhf^%{lU|ih?SnNa3H@kI{~Fbijl<<+vzVM+T(sKe
z$A9?nzy6p192dp2)5Fbrx|+`bR$pG6)-{=|H;DeJwMb>^>tXrEr=wNt)6vv4J4a_1
zz2TJEi5aPwmoRh@BsUr$i;@r?bk>ak!|Qcs&azz94cJK4YE5Q<1hZdfzonE3@ZpId
zZ%&zZpW;}FfrsFpz|jtQilRonR<cOfb=73U$Gt{xI_*v&LQM=<AxNNpD5e-sI%XFo
zhlMSI{NZv1{L^f~c1p7jh750Lc<V?*(Bm9L?O}2uO~v{W&}vI9k+dQJ$9ReLi1z2z
z2<tHt7O072*R;U?*!5YEMSO$-8GG<<$E~X9B%E3t^`0OBw?s5U-!XBCHYPhp$Tag3
zLo0;^Kt++i!oC3H2ex#)B9N__z97Bhv#Jy|7J5R2o;MH56^Ss21vD)pC;_TvZ5Ins
z&RD@cSLef4NVAnjG{e#l?T20fSl=P&O!1V@<w3%NEb834&)`Q(IARfCQm_PJzfTBy
zYNRAX9)l-amb^}90m4|xYVXM;;&`s0*D@LMsA51qF(xIG`4q!W*u4$r%LB@lhq$}5
z4JS>r_I=rSG$@jEU=oX4mDc{<t)SDvj*>z~r_JuQJ8|s8!Jui<5|P9RT-^J=`z_%_
z!Q+)M_FExGThQTTyXV<@Xuo&gW80My39znk{-ajqH+X!CY}_ytN(mNQY-BvtXJ;Y-
z;1ZM>q=_X`Dijw1L@;{MGMta6g+P#{WSYij<R+KX{@?)yFn$zAq-4;K=h=`8GK^qB
z%n4xmQ9p1-hm<694jtJsIT`J7%0SdAmC=6;5*hwrUs36}nqp(hrMoEJauHS2x3l&8
zU;RQ?l?FKaY?hzEBQGW6z^&wX>}{z~m^WTei%K-uA;A%i<a}OWUx-V9AgmN2LK9s}
zaq##-cA!kLbSCD*@WJo}1q8=7{XV$*`Qu=TSY-#`UNcGDU-*=?q^PC@B$SR;>s6E)
zc#bSoQmrJWmsk=wS#Wa6CN^EYUCgh|&Su!hmEDxBU04>XUP`3pP<?AElUPZIqpZW&
za%LbQ1OtqGOj%a8#Aiuik)18Uz74^wnu%wEp0Ir<LgLu%79F+({hOf>T}z(rZQ>IB
zwsCTNfR&=Esz7oGGV^uAebEQ1*D`T#mh%~$U0fxuuC6(dCF2pGu<Okp=P4<kP>WnD
zAk-!}79gL=CE9Q6MzcZc6zPfY6!BzQ2}sMb=%j2Y=&^C~dUkt;*MW^c&=?LxtT@5Q
z5dF{;Ww~6ArwgO5vqz?gV=|q0U^~OIkTJo<>RQ>e`yk@Ab6R=pnY1u;96u%c!R2y8
zCocsGH{^3VUA7&JsrdY_4$p4a`xoQU&He^E%3g1<Y_;H!uy!OgIw$PS^i`Ca7Sle>
zvKWLuw}!jRt8=c}^+q*c)Ijqk1=y+?8XrR5u+v6;L)7K6p!c-LLcezt5Oya*k+Z|w
zp5C1kuhi%Wz;!=6S*;J}EHa*a_TuxO-u!JjSz)<^Dv35*E9D5hzk2fIoxV%|{N&!*
zS76jJUqAosyDz{0^VdIq^XZ>Rz0FMHXgYm*admfQ4Pe&aoL|3u`uX|Mjj1Db)7eom
z=%k>@wN!#oVcCGoMIC*o1nx$~ca1ZdO&K^%txQ6#LFF`L=EY*M-rIZh<gsF<)r#Z_
zu@<CAopUS1Qk#uoxSG-WD_gAcQl3^6et(hdHhLFMBH%Ze;gQ+fZLQa-%_e<#hHwgp
zrrK|#*z_KqE!jV=Cum<Q$g8VGd%f)8^18k}J~~>?$8EDwx;UCIrv2N?6RO!RudbMq
zwjON#Z~y7<>G&9r+ndcyZ^BL-ogc5TYwfKUi}|W&4h<bc7JjB&7bjScx)8ll(~16Q
z^~Q2F-`krVLe(cE-lw%vqs$sQ5019^V%g~qD;2#^s@8R009L4^CsUZ2@nQ|J^vGrE
zgm_Y%fS1G0v<ttY$gYvyAJf^$gtCw&8p)y(>{z$cHal&0R<UT7(KY0@_jSW;wBTat
zx~Vs~`;iDMOR0=W?QM}8U4%$ui;M*92+NDk>|`0n^g0R?E1g8pNgm2iZisy!C3^Ve
zySinfAW}hBcq$2mt!fQn5kEf!3o*Vd9Pi9&*?0`(EajI#O>uKsdQ>coh=eu;sUC;e
zW;q9*Uq@j{3uHXKPWE>qFbAwtZwDJcVMZRO<+*Y>Q&b3rLeM05oGft^;27MREto}+
zS3(FzR4X#c1_!i$slpg06&cllOXSlja*@@FmJpMye%K?TDW#C1qE@jH0Y-du*s+q}
zIz^H6C9nyqj)(x_#^={V(T|4+Foxk(3L&goZbmPN5P0mNipBgvy0*DhktOxIz4tzO
zAcg{PEl3^4c&2%tD)A6n5h<`_z@j6V+@cpogcVeDI|I8md@QzmA0x(bPYK$0EFP=F
z>D;n~T%NEe5Ovcl<Oo^uMi22%HkA=K05>~ZMZ_z@6?qW8n3IFFZ-*itFJ84oz>|;q
z8GpHLv8IGOft@TK2mn5%21xLES^Wm>wsbf`|05e5mY%?4Ay`6ZCHbk-m=2Yz$bAry
zX_A&nC6id0hFO##LV&vJ)GH{xNVFOoURKHJ<gi}DijM)H5DT$xgP0I<*gyWwuNxR{
z(m04xdOnj0`YeSi5npxMBNl9_1Vd4W9BU$0j`%C_Fc20C0tP}P%(xW+_k>}d|4M<i
zS<dtKX@Z}2n}2%;41NXJ7m99-Dx6HeUhP)vu*eEROv@uiX~=Q7vvB@{S{pU=vY0T-
zrCKgWx&#MTyR5cK6&`S_oZ<PlFoP9K<2r%BB=`=Lx>i}H<cvxz%1;|omWri3Z}hG$
zPg;{E1;oanJ4-1Kxm-$}?6%16E|&Wut&Z#&gMe6_*p}k<-JIVAuAi5YhIc|7F@)1_
zU_GCfq&y9<ti{Pj4~^=aR<+(BMOi}%JaSP+6*OC`)rxWlD%tiA=i||kkRwM4zC<c!
zs?BO|Z;o++U$DQNP~e4IwGWWGn8l3AS^-!wn2AwKJ({=1?aF%GA`*mVX4yU!==vR$
zE02ALtT8*w-f+SP8-_g0=MEhk9e$+-fsn!h46hg@*d&vIqJTcg%p;1x;Vix~ey_Lx
z%4gr9(c9zL;WRuQjV}%_UR~WC4+f``$)|Tu&sKX}`v$5yYw8P=_q|3e9KZ;YDeoz%
z*k-vnHaj;bXGgQ~@qE4NPXN$Z3S>Nn-;B*8;6e)T$?7t0g<UQ_S3cV|$Pr>GhpW?G
z-8fuq$Tlv9({pHJCug^3m$w(U&u*W8`^EQ{N2gZPkVcm<YCAOk-e53zXK&9xKe2cE
z72s(5{O-k%U;pse@BRW%1ut&DuAR&mcc&Mx@18urx`lQB==A34?W?QPN3;HfE}<bI
zBduzHNuZGpg{MSWm`wjjwOHn?N`p+#05gq!yQoq#UDn7RjYj?TdO4lVUcP>9$v6#V
zf5nke6Gaij5lhH^uL-h#VKpgMt+wSNW^74U3yc8s8D>@Dirhd17IV{)0p)r+?ynZ3
zZVM1WxyKc0HK2F<=7gFs^LRBl-5XwC?cH1-uz5V#%#My$i>XN|<Yr;+tp;>hUz{D^
z+}@DOv~BPH;vfHa%tZ&A`N7@-zWx5eUbo#i-k*)TpbPPt!vbgagJ~4ACPqwY@x*$)
zcXD#F-mHwaesC}!bQ|MdYt-TR&HB{h7LXN_l?D~ric)Vh+bxq~lM<r^#4SW8jJfl1
zm-a*nwnKx_aX#x=EPZ?(yk3k)kkgP3DeI;3r(Dbqy8WtJfdtQqn6h#_>P0pPF#*#Z
zN{g=5hGrM@67ma|ViYRmCS)~iL`Z5?TwZN!tLWI-DpAguNGMiuC4_z-?VJ!$Ii*q;
zWoV6TGRIp(fjG`Fj?>s#a%m9=JaGwl?5&y%4U7lI<O7Kvz)0E}W}@ksm`xFfOu{~e
zWfX9Od(BWrX-A1l@`_Q7Sn#`CDog;10bMp`49rEA%}ETGb158a^es~ToEAfb85)(U
zHIGHY04OZ?ek_W#2#XR@FBp7M3+xXS$*OK=iAl2)1weSO*q5ZN93mMnFFZ9slwrR=
zpRni_jA8K711<-3)vPs%Ph!Hy;YJ0d$7ZL-h%{k1;Aa!c6lATILm_sc+*QL?v$hL=
zzTfQ+dcBODC>2=xS&k3^pa_yUr*C&xWP!4?m5CvpdC645E(^QpWc2Ue`vhrA#K6C^
z&GIr82_`~O&yIsgS==A;?>d7p_FZm_`Z4I8Vkj32v)K$eY~Zb;E<3UvE6k8%C*-sT
zL5F#q-0{;GV}vM}N-}_OHj2p<vzF`O!>HFwArZr&^Wj6xY4Jb^JnYWBk8mrY!a?YY
z2b}zUj*kbmFOtOY&1af350HUcE(7-odpy?7gYh^Uj;I;xbu6YtI*3z<j7MbJZe)Vq
z`~U6z-@o@u#(8V+8I1sqr%Mroddy{)aWO$_Lt#@&Jy@W8SmR;nX%ITHA&*6nh(#44
zp%OI>hsv>V*5}Fvyi9b+Zv11)?ZAq!rfBPq_Di`2?1&tbEj^F4l@;cwN38oTSZG#B
zC73_S@gmCUu(mkcVea#LLF@O`G7Qy5L89c5{3_W$BcC<%*}f_hNhqiCwQQk=6_AQ;
zQZ1-OL54$7<^%z?jC5_#3uOX#9DP7oyfVnAv{MBGZCb7@1QwQc0pA@(+aN=ubabZk
z^eMnnmeSO$ds!TteAcz9M%snRGn<qsHX?<DMWMm7iId?y*x#%cbFeB{7aDwy!LLzP
zsHrR>D_ZUL?v6Opgd9Y(v7Gf*w4Lcy6k|5*d`&tqRu!4<@nK7)SC#)I7EMmPK_5mL
zt7JKoq6D7q3DouOa=qcAgMTAWL2XT2EZ4o>7z8V)oj7z^PI#n`nL=5MHk!co`9IdA
zeD7R4J9H(m98ZM(Zrdjzuah{>YQEZE9e(xli{sJwu-gIr_3HNNyiFfx)s#yUc(#Ty
zZq$cRA4`B$({0OASZZt9?eX~q=8f)%nkR-;8qrAjP+3l00<WaiEC4*s;|)0Nf!%F7
zlgL3ty}{*hGVgTu#uI?gWFAkJo8$G~(dO_P<NfWEAHMqbo6kPO0!mr|wlizri=)GT
z`?r64r*F|eKe>1I6+onZ@#NLFfBNdr-~RZ+*FW%?$4Gv*TwU!QJw3m9dU5mg>Jih|
z-R0w})9Yz}K)vI*-NHyooe&Out1DTnFnYB#%3vG))&SwlBrn|THC4T-HgKsUijVt!
zu%#fgj*f|1bIj5jRjIAx+!67Gf-2yqU&_YlaBDSCIT$(eY}^>q(0{Pa4l$v&o1?b8
z7_gnJH>s@cw)PgINnZ!JYIQ!&x(Hu~i|&9#<ghh1>o?cdeAMq$Pmd2SE{=?PembZx
zCe5qUB?0D>V|vlnxUwGJyZ?)S_y>=}&d)zNToDSu!m+nn;-=W2kH!Pa64~vjZw<8E
z!Qv<|3}fBi@aXu2%V-yWe!IS0E#OxG<N<a-Vvmz2ru$s33>cn;Bv_Abw~r?lX4Hg&
z+E#T2f(#rgqmER75kbsTK@JlG&1%79HG+?>1fw%j$YAY`Gv-)?NMfO-4As{tMc8y<
zbK=&PFq_GxQ5*be5CWqF9vpbJQHOSp%2ZduI|wvrR*IC31X4mWmqDn)D<2wn@U}DC
zi1li--vW+NAi>@550<k5^4F4}X0tZwo49#lO#mQ;ncp|-v*Cb8%^O9v0Ye?rR7Mo>
z%hV|rPZ3VEZa2f;Fh#yF6vp_Sk4Nz`Dcqw|aZs+TW*&b0Q6d}y!3{qY=Lt(j07t|U
z(Z6WLW`e-~9uCH^kb9gSn#(bhlU0la!?{!%QH~c0Z!;VTOFc`caIBG*^3%a5#A_uy
zXbA!fjhY$`gfXNuYXw~-4M9BkSk>`Sv(}pN6vGGsPjLFlF!LDOSh%FFFd|Yc22et@
zl9CZRA8q$OVsFUM<#RX#9v8q0So#cX5e)X8AZXbv{go_Duvgg}#3zGp4}^T2T~rH&
zakF^+qR-FDmAIn7q?FCk4r#l0FXVK#WQFXZB#PYTf~>K8u7uA`pHbM&I&wE1@GyNP
z0)E&1Pk=A6l;Od1djc$vc9aN&DCJ3qLouHh7(U!8hP|-I$pFA6k%%SMWu`b1lvsKo
z;q$>TcunwX>HrqXaymo%wq}JWLj&GKau$sE#QkECmZF)mCb~Uf>M_6<qXGO*k{HL8
z7k1d~AOHU2-@GU1Ggez@A|<#f;AUr+!5EeWGZpevJ!w`79S$FCGc)mig?hx$tX`%G
z9>-dhk4J<GNPjUZ^oj*l2*965D@%Jl^!|vh-CWQYckYs)1fkNf8gR1soz4#S_NGHJ
zdT=2|Rc%yLEsK#_-W#=v*J9aXGK{*tL=i`-G}Ftqj9^G~XXj9Ph$7bWQ1^>1sKT_M
zrZYT-Rxu|<B3Q_<pGiWP*BP`2S{4tZ0U|jXO8eYuD#eT^cs+o{d|UTZd{lg%T*%97
zk_}Qo852ET!5fq_7%iByg2aQfiSY5>l1wz`8axAtSA%YMfEr$r(2*q+!gLB99mY&n
z2q7I4AVzVll;K-|2TLudi>G(bPYw^JqY>_XMV2>fVveM0P?GXEGiUvNyUHmhhuCFQ
zk$+Q1>oGr^P~~9InbCpWlv@VYyo|MH9QBV*jz^OrDta;=MoJrvClqLKs3Ipq6#%sw
z#Ct7MgxP5{TIk|Fh$Vhn9=s8cCtznSZi@#40q3^Qxl_pI7Bf7wr$2uE<N0EJ)bAe-
zM_<1Dbk^$9S=+B_!+K*}*U6oC8T=?fR}fdzCi{_^dVO?yxqrSH&Pki1j!H0`#jsW7
z>EV3g<a5r+1<ooTdse+79?L)!%i_d@bl;_5h_P+l>a8cs%j1jV^}*f6<>ybI{^|M4
zAHMvim;v@h0Yj<5v+IrC*?aTPPwZWP1vZQQ+pA|kz4_t$Z<xM*tmJc}X5)0RczkyC
z{QB|J%iCwyk1gE&)syq%v%Te<v)HWLT6CIYquy&&xzM#LmZ!W^Z{?G$6q|3ss#VsG
z-08F;p-04<JOS$QpdE?%Y1Y7}U(@wwLuuC}B_C%5!7R=ij=CS>jU>tBGF`|8j*+Nf
z*;I_fV1tdIp%1%i-z+!kEaMc@Xt0mNY<{pX*R$5JSI2wbYbk&ij~2bd<>>tEXn%jH
zDY?VL{qytVzDXRQe6l}Uj$13lG_!tvbqdAGX><IS|Ml<jT97|t@_BrFPD5_o;-V*M
zorb24&IY5NMGc%)bb37GxPIyl-Ry84#g3&M9qm1N_U!uR@q9Lime2EFPS@6fTf*}q
zp!q{d<e-TOglUJt73wJ_c_yzOWsw#`9;{h~X_X-rP(Gj^3U*7x7}K$GUR;eDh(d2c
zVVHM9m^_4Nm=S@KF1Dqr%nm0?ePdn8_n8v&x%se*7XpRN(3HdViul8*+d-<reVq}K
ztOb#1So5(&#2f5$yIF`%`WRLeiz8Ii`Z#{6DS~B6X^4#YMz>OyWgI3eqK@2O$Yxe$
zZ9W`RPQ-nMy#=<G(Gc)bMb73ZL`HyOF-89)KnhG?LdZvGVN5uyR^6;ts9P{G+6}U6
zgd#-_{!r)<l*o@;Cs_r@AFiBCoWh_&(Sm)#SLc2aVJt^E%wPp%<p>aoVU^}b<|X!b
z<oF7S^v)*_;-N5`L>54W9IXn4uos-Z7t<6g8_vj7H{xs3iX|GHq^zWs%K@jua;?W>
zE~f)K99>8ZV}9o@wz}Q>4}SmNKLZ?7xSR6`Q|ayd55gY5k}ol6`CMLF9m#u=I%N2<
z-@lKI4bd#%bOs!DMqm1#qFz6g3Fi*ruOOjO%Y^0)2b|uJ7gfO?aQNhO7G2AB?+-!y
z1OLuL_x1xsfGpKKDPjAg-}2ybe6f)sqA6#y0lVGv@Bt81*x(@UflWny0aB$EL@Fj=
zKT8~UCW5~UXh4W2?gIWdtFVs_WrpMeu6~YGO<Cp*V)WAGJkwXg@0S6yQy$Hv?}xK0
zrTrnw{<wRBrcHS5UA}(MO2p*ve)(T_KmNTC^fGUhlG#20C(4q-VFH+RWmPyMq@qSK
zS<fZ-PkK@6X$77I?VgY&Fi^3%t7ilhwp=LM%1KQEn_^^uhd+}n1iTpOVTh@zSlZ|8
zl9UefZ(_X~`@sT_7A*x$EFEB46Z#|{B~19`quFTK&{{0yQ`A$YltcnQSS2257ZVt?
zSU5%<c3g9yRd^y;>wAbhaEzq{rpBQx8DL}6iF_Qk6(fPA(J5lAh@=?~<bfVULP<Ad
zdl4=fo-`sAo~;LjK-;8-BYuXlh{G9mxOs)~MbLuHR~bEUGQb^5pp#BdH&QJl6DC!V
zg{El^kc^HGt}ZX&p|bwg(2mn7gr;$K(yYR)O*L^waly-^AbM@6w4Sd!Mw><<2q%?t
znd1g!6{KSG*7rrDB5l?;E{~SSd-QLkpYum|in;jN>1I0Zmdlx=qs{T@$#gMgeg|AP
z9QF>54sk*7X<<*tTAwM7qXggUG;Y^$)M`m^dpOe}v3hO092u~|^R-IyY2A7lkBL;>
z9vvM2`TM`z93G!erZf$G{_Ghyh#tLivcl*!ZJMJ-lPrT#qO?7wmkP9oH_L^~!;|ad
zt3_wnER~g19QPpP;XFqkV8UKl_k3Aw9898a7e@^K=y))SBk^>--k&Y^7e~|180O-9
zFnMwN^z!id_U!Dlr%#_=-~G#*pG+DcRjyPRV2a24`|tWK`se5O&b|VVZ(m%VJ*GnI
z$8Z1g=F1<srj45V(R6lubpGt>_UXm->$?|EFYjL6J-a+P<A4SUQ<bvpsxWmkeR0}l
z?byZrRRL(ofjdJB2D>vj033gb23I7yUdrqFYBYeo-6B0~_Ifz&b-JR32&qO?ope&b
z7s32t7`n)rT2ZlB<E~lGC$t0hdcA}FeK1*?!bwn@G4|o=>_C6a4EkoTO&LvXy`<{4
zy1(xATj<r5{dxcP`eH*|$E=OV10bsNL37rx&&T>^)jvC49_~%gPLBZ|20VfP{P%yy
z3T-(v@rF%Dodf2>lFWdIO$#f0E-mEK8KRji@(S!4w5rAA)T%QCuk~gy<!HD9s5tJA
z*lrp+h}7nIvS#6!PiNUIwA(#RrBt`aHI|75LpV|r$5N&*x(>0u&^<&{iZdqgc}yRK
zJjois;z+=)qOSz0v6w`&$89DTb1sLC-bL(kSTdp^zfx9W7-=fdZ{(=o1FH}duac#X
zT<13`mXj&Qo-=7FKRBI4<}6%fSbXIo2~*l*5*D~)L~Icxe@-q?<x?gb$a^|R#BA5F
z9<z+YRZg7{P%~WhR4&fwzcjl{$o;{Hy8{y)KbB2S#2-=e1q@wS<VsMrr7T#7y2@?`
zqgMfP0#7sO!^9rvcFG+-pFw=XLr(V!j4VD0{L5rjDdSRO@Tlb3RFY*-z^zwUTa?OZ
z0i@PQ+98U{g#;xm__%nA$UC4Ef?gjE`50^qua`U{wkvKQG%8Zv$U>IIA_!IjbZ?#Z
zFes83w0w3u?*;cGNL`sEF)SBlJxr>Ohua_h=6AafwjhvW*Mf)k{x5$4xSq$!5G#aZ
zarhVoYy5LPe89#8l`QJ>IJO?TwjKyxCn*9n1lRV~_QxOj9Cqg}m66-gKrkz&afii1
zk^3Kg;<j<p7u;Lho~`?(c*wi+z#>}M?I>V4=S#^*^lkc{Bp^vf=Qh;VsBdS-T5CF;
z$YMZfqi?|)1t9>R3g0qakmxEpq0MN3;{kkE0(!vbkp$U9lcWID0ENECu$xI{W2`~F
zSigWR5PM9)&j<9BWbP{9;h{<pLIvcjv0-|)Z6Ev}|M=hj=^u$Cz*4A7WhokmAi>aI
zp(B9#jmqyxph~?$T3Ap*kW8CpxrWurAE;+C^>msXBBUyodQv#7#<AjuNYV7m66?i!
zB39%qz%r4r>irLM5wDhxW&Lj4@3_U<%<%9ZVqqv=LybD`6lLG0Ou2S*(gf9BsO7R%
zFjfH{7B!j#G4q2RYr?gF)(an%cyc(XXVQ&qwvBiVTp|gKB8n%n5DFKB6evOreym)9
zB(M)<+={z)tBD8=k9sC6h3Fd!Km&tJ%T$*1dRd#&I)r4$Ha0*E*5|91i`0J6W<@VN
zTYBQ)T*>GaWgI4XRIilB16b6`-v0jGle^h;j^Cey04FT0^Qgg^Bmt3Vl0eSWkgI?Y
zfk)jo_>$@52pTZ&GbyVLR+hUIb2H(AWeIz5b~Yg+OF6#E8eBxRY;rOsYOQcdH2S^P
zbTXOExEl8HFcdOkT`jFQo55g2dN<}LKhF6Urb&WRNjgTKf|y~R=NsVTfEGX{W~C08
zS7f8_+=V_z6KlKKzP)<%mmmL1_UdYLcrX~gxV(D(=$6-fsA)5!x$JbX)nUAEBYfpE
zL@_P-ODUhO_is+F#=1#Kft(N+y^2Bt;VVPagqx2#`CnX-uAt2p+I55-xbA)YHENri
z>GEK4VAhRkcX)Adba`-ex>{c!pS*th;_21hw_kkQZ}m-b3rZOn^yS&nJ9}^b`H8*j
zufVt8{_X7K@poUm`Qht-`SIJob!ytU)jC-o-W*-NxV(LS^$29~<FlLBch8<&-Q1jC
zmJ1S#CpKs}ODWy9gfHw&Ql74PYWUE$hrnm5TCJ?qDB%K%pDVT-#`)1nw~LfKoUb;d
zt$_xDAjF@K(4r`~yd`W0;#*W8<W-n9thzW$wvb~g5V2~&pD8%2RU|B4ZCz&NznroY
zR0qQ@g4cA|o-o-NwNVcgSPSzN9*pyo!?VNLYTO(TJBL&dRi&%L*$p(AY3FF&KiQjH
zUtQ2!;;^~?{y+RD`}TbpUw2o>kFJjQ7XvI`xWIv4blR0hT_J2ph=462`+|5pDa#6!
z>5J>z(~GN|B)2+T(Fqd?S{WdBkQPF-)1`C>3p_grt){0lg#mR(4LbVLsbqqt$6}#C
zK&c29D=t8|vbJwRrkIuBd{e_sbB}52dV@SYvRD}-8N3{gi!kzEqsFo;fF1%e6xl24
zH|lar$;~<j@ud`iFDkZKf8;W&*_gReSBq@Hu<^rthnYVbux&8&1(h8mJ4aomFI&aP
zL^B)M50LnE?gGWkYGfK}k>xK#X52!!TaAroQ|Dd42hxM~SpZz7ldNRdiL)IWHqZ>>
zhgh!E62esFEh9pPVoIQpvp%_auVb5?NVjXI(%60DV%Tb3q_mpmJLbcLkl>|=hAjU~
z6{8EH3a?r!>2+Yu5^-1|f6*}nb_>rNpBOCe5b)`SBkoa5MQij|mRNte`LCGmN#KHI
zNU^f?`vPt!gjIk-h?)FA6ab=9U@nwgfr@a3D_)sMz;bqR_UC2_4dcN_AF)FWdwusl
z{6oOyvOj$I{y+WGC%^w4>qvqF+$i1lUE72E@sOV)LTp;hY{Uw@yH3B;6%YE{TU*Is
zG_dOk*mtq#@c_2(-E-NtShF%;xox}1UtT993NKc9=e<7&`0ZUbN`=bF#M@xqR#6DZ
zJZ*w_u?U+)uod{g6+}8827c~|yZj?v&k3Ic{3+rOW%sGDKLf5I?3IL|l7%-LAJ!mo
z2{oyV3A3pb_WMn<oTJ(t1q{|Gv!<5IbRf&IkWD9w30h|Iaxz^8WD$>G^`@@cZ?k>;
z{;zC*_zgu`7MVoMrh_8&7Hp$y^hrg+5r;!g#LHO7#2Ak2b}rp6<eO}<Gg-`0O}J80
zk@2aP7Dg4tEJ$?Kmm=PLz|*3DzEtey(`9O}6S0JA7xfQPx-3Nb3FSzHj3mGs5EImG
z!=}gwz3n0ZVWo|S0nke}30$4}&rwwwvodGLis%~f*HTFs7f{?8LGiPdV)16SSf^0C
zqGoxs(g{Y;vM4e)7GpvV=$zZb{#S|x3ALs?u3|V)B8JH*3$d25ilS|wFBgjdO3nqN
zvY1R;y_P}pdSMrDqIb~kfpNfc56_Ly2GUl$p>v9C*Y&sIY`$JxyQ+*sUwrjNy+*vH
zxv@%IiJxLtOLL*19tcPsv|%*Z8mE;kVwcqtf~}DOn6V5343|nsf*eVxC_-jSCa?jJ
zGh#@im@G5un<M-H6cK4E`AW_v$wU&~4>KF`ay;xNzw-R~E4&{Z5I7i?P#}?=6H(44
zaeVJkQ$m4cBn<DD>?$rn#vyE(DFO0Z2m~uVT+8Y5@hzm&?_NH7_VVWG`C@rAnSJxe
z&qq35FJ*y6b~0SFTQkH}W@f9sJ<EruA>|Kd%iEL7S*rtWwUVZ?Q_MxJ3emXVD^Q^o
z^ut{d*wMSao(Efm9|-}`uWIV%{(S#nx}xWCF&v|VJ-xU*-`~GHK6!p~_vGT{`>($1
zQ>sCwZXw^(EA%eC>$m8ipWi$C3Uu1Dv*RakKL6&c&%XWc>wiH~=r!t$EjNefuWp_`
zyLkNM{Pxkw)u)eNJiC5$esoIPUb8~Kw$iUjn^BKGh^C^pD+*yrgEGeo5G+;6bKSts
zq%eKe`8So?!TJE0YNJ_O9~>MW9bgP1#RKf#YBEXSyD#C`kx~NPj*zNb^^%2QFXpY-
zT|V704fONT5LOn>O#y0qhqEO(g?1fx{}9+sow=(^(h#pdl+;dBosIg_VGjyxzf}fI
zu}^PMT|PgU@69^<^WNnF*-D1Rx+IlFA^9Kwm;c~#*t$jq7a3d9#jG<PHpe44T(VY9
zb~`9OU`I==JMg<n<uZ`7TsCXAJGXaF7#&$(0(<Q1H5^mOcLb1XH8~m$BJkr;>U28b
zrlE#Wd_oH(4tJ}yt<l0}LgtgZ0pUcleqD0_MzsMmONI+%F&NW{BtLH4)A4*XDfrQ<
z{oVjh1)L5C=fqGb9t|+QKt$^{s!-*PDh}GluruJNC6O0;tTmH89o<9dwd<JS36nC=
zg6M}{h9`}62JJ-9Lg0FlOvI&S=&cIPP?S{4B=6xWL@@*NX3~9FufikZYF}UggT=w0
zYbj_Ixs9XPI!1f&y(gKzit?aMR+B-m6!f_8BZmS3TzpJ5j32NyxQ^1o$BohF#I?>4
zkR$bqE>z4F{a8VSFoAkjqQJ|D2jFLB>4`=M76X1bb%e0Nd4#p13hJlVP|0|r0ujIm
zPXPpp!HL47R8*jAQls>lO(HziNR%5UH%C&Lw30`>Ucn!PU{4SLkUj=-#vu}pHWrI+
zH$+OGYuCB6&FlH$uiwL_m5GEOe)!?<-h1!C#~%gw1$er=9@nl72Abux_c-ul<Iwi(
z>;hbM+Z?X#UHgNFyY~SZ1<O<l1pSU};$v<eTRa@fi*e8pjB0Ex`7N195JCcT6!qNp
z2loQDEy0Zg`5}IL_tri1hayEa__!jWbj*rWBuGU1+#r$wt41A8G#OI-q#C(PqPb-v
zp12qI1I(@>Z)Bs0G?Zp}S4aw!Q;aF@tjd_xhmB?nvOrQ~`^Mk|QXa@G91MkV!0is&
zc9_1B0dH{E_PbyG^5YMFCHfug&`RlyUaoYjwVtLenzaUUHH`g4q68EIb}JD=QUHEH
zfxoVVD?z<6Y}2#@Ys&3Jm|`JF6;ZcXq;II1O?B9kV@FSC4M<thP^XaBu=+XCl&n0X
z$z7WTnGjQAK@j@&YzC(mqnG8zR|~Y4;$DL;2-B56QMSxuVXXVqQ5c+m5(25oS~hJ+
z7I7V-Yy~P*wvcptc$~yGAtA7%1X@eGk{XZZ0s%A`8ifi`DzgJ3jSp<1F`lIpDZjTU
zgm9yUY`F6LNk3MlU_KHhNF3PuIOeh?f*v;bg-ildC1UCB)_q`KBDDp4_OP$VqH;FR
zXBF%*`REbMtCrz&xpIVT;`ws62)Bn*47?pYSR4(Yd;kuGq{qIVsxgFafF9TbumMmp
zhN#7?(Z=OK#&EtoIXVF)L3;@48yX~MQySYkFoiLl!p0|>O<I{h5XYwN!EcqENR)VQ
zxdC)Wz=xV!j1!p{tqMLO&)70S$zYJ<TZ#=J6$RDn;4g@Id_D!gAKjQM`TlC}>g4jL
zZ~px0-Ak%ZuCS){`d@$c#ga>IS(-MqO}7Pf0uLBSmKLrCE-bm6A<KKy724O710OpC
ze3B6W`w>)G(TCB?LGlrT3R*7Ij+om^(@-LeQPZuf#{S}XJq9~H7<c=7lljHL>BZs6
z#o_UbM~^7H`|0a9({9VG<HC>->OXt^`klQu|NO+>^;dw>u=CT$KYjDVn=gO(>ASz;
z;%3ElG@Cv>M_zvZ;`-U6)2k<!k6zwBd2##r{O|<+QioVmO&Qh8Gwk*BoEmMe9vIVs
zPSg~OpGwIrD~?gO3#(I+icDWr9}WlITp_nPI&B(|K1B+Htgn0=!gSbZ4oJ1N@ljNA
zgMOo4lhkr<*wLxt!Ob)ob?}rTZ4tZcGA^)@qA^yl4SL21<k#LDwT&5!*=I5CEXVq+
zrwz>N$-(NB++ttvciXesK*}dqi{ajKczw3MIiAgio!N8>mVoM&zx$7WXW!ZGn>7>`
z*cb;#D>8O-IA126a3w$u#e9Mh4{U5MS0LzIlI0$b*mip~UEo=TcRgt_FtSxhGb5}i
z|7P*mrpF^nS*!%$QI;ls7!<jpRBGyGK9hw^jTIMem}RV`_@ktBObX!OSyLw>FcL6V
zh@lXrP7o?e839&A4)w{TsiYMMxT6-{Gr)bh&4epg0U}Z>0IUN1<IrUKX@~;EMHAOn
zG8Q^s59+`bA(AOIqsn;8?1Te7i|vCHJH*lDu#2X&nvrARUZ>#E?jdwwwueMSn{9~<
zSE8+(!_JU{I4uMmu>okY)|gL*)IjAE5t&ZOk_z?=vr3(fWUIw463`Y-6(Jg6{Xq|<
z&+T<PTum@&WwnqlRtmD0ULGoPs+!;Bk*L;zN0CI+a*LwCZYCD;f!5+_wweeYwV)pl
zJ)D2yqG}?@r~m>q!%`9)8LgN6a`vjkQ4NNDh^j&~74n0<;?=>r4;q5xW7y|mR3ma2
z<wtqBV?IQ}!W9p`o`->A#=k_x^4e|8X<MIs^xzM_PY{F*1-!dkAAa!u?t}XQw}T&2
zVqeQ@4@?9%5rl$(A67pWGGdiMm&>)igAEJ{L?NE=JK%Tm^Vt$Q9S=Sx_88i=;o720
zh?Yk56NVg^tFYoR9^-b-gnTiV13VX*JNAqSbkOhfv9Q;+BWH>MhfDA}QUND}0YEUT
z7lt%~!$$N~qQx@g2U8AF{Qqa~J+vIj&nwTj*fYx+X-1<XjVNhEcC&0|!h0J40*C+t
z2n0;Pd+$wp@2ji2s>yDuNw#A*MRH~|dV+a_eV_eB?LI}RdGhqBDpqACkU+%uzu&#T
zOV*6SM=2}--y_vX)(j!5TLI9QAvKEmnbJL|m|9F=qgNuP>Nh?cNO}5V$^>G4w7~eX
zQk3t<{NzcJ%4zD}{gC-XRV{}$f?`H#QNr&A1ffCVlHyfGB-@C`zMe^9O3#aN@acIe
zqO;}oI9UjG)D$xTqY-{8tWjl#<Y=rBk5^*R3fgao2~A*esnI+LT#h0_d<d}+P9ZR2
zSc#Ny;1KcDaJWgGasggFcX?LzeL(&3XwRs&QL%L`s1-+h;ZPA`>520nCTg-l_mAJl
z=DN=!FdBd`)?)PHEt!-`bUxxUgp=#Cpaez?gjWE)s{vS92!KSuLdH+OAj=u95l&B%
zLdKvkY<(GX*f5RrS~7rp?^~jHJ<$5hZV>Idjun)^Fv_LZSD@rwl#%We0v<(n>r{TG
z__-9*sholZE6RZpeGK{>QWaSH#e4}@6)*)B&_pCe$u-VL>Tb(ga?q;MXs>cmBBq+n
zwQKD<Rr0YIQucN==P%=%oeX)~mDpsiHp^zC91Xf?7bD(_<sKEfRVke9&r>l&^#X1W
z+XNCFwWRz^ae&YSK^TXc1{U!GZVZQw01PW^mi5#AXgytUHvjDY?d|^Y#bS9po;_Sp
z<F=*Mag0l$QJvPR3j{b2aH=w_RwnfL7K*dp;O^`iGsu9Z4vFbYRN43=*gMU#--&D+
zve_bTf7lhEpn)wXZb?o?s+74pzM|f7F{T~833TG}`0DbQqV3Z+_n*AJef-n6-yba3
zI{2BCH0pK$8GY!t=pP^72m1^xC(E15M*@%E{^om%w2UqxT|ZeY?v73$nY%9UAI`6F
z;J?1Qy*)WU-fW6$X4UV^Th&RUG-_4JMfaM3r|SJ$1%xA$5vf2d)*xA^r{T9O2qE56
zg0^0-`or<jIcxm=xaj3t!cL718W$hpW3<&&F`}rcUI(j_%B;okQ!8^Atj?$X*{IVp
z^maCH8iQS<nlI<%X%7reYJbC3r!gMZ=aV+ZtzIqLC@W}9rzfk)umh(8-KN)V(Aapm
z#f#dxz23jS-oVpYtv7H55xf4=Pk!RGS|_~*9o$nIdKwL&6B~MrQ0gmix2O#&(CWj|
zP$gW@8>Nzp%Cfamxww4bL1&Zc9xSgK-q{N6ku>7A8l`c+)~y#H|A7DMcPIp=*v8Lt
z6=VYSH`rcVH1|}>*u0I_p+XH`H**)O$z%enMvfgDLytlsV$fB~gP_k6yN6;wn~q@&
z*=>8)-RJ#I8~?w^<-OK!>y=zW#)M4i4B#f{wK+qq>la|!#)8F+fzo1j;wO?3<#~UM
zu*PNIAl?&pz+6Q+c)2vC`-GIL4)!NaeF_G7HkMKpB7|7TXnfnf)*ziCh}y<T-)ZU8
zglGAOwL0lB8h@svp<yqNh8Z2%9yapnkk_HeaTGSt7ExlF+_pko+I<+g!I@ficd`Bg
zq9lHZ!w#=F#Ycs#q|>4-2taG8umm91K+?lfSgD0V!f;3svkw%gRxr$Ln8#J%`C*Fb
z+&M+XKnUEMy9RIxTxaZDGORO$-gI09Qi@3oRu~<Zz|o*{0L22VidCLa=X>I~9v7%Z
z^1E$TpUd&=$wx1qK4DP^!c;&w+j~Kg6Pyk<i8`rK5~M&O!am3Db7GY&q3G8}G=Om$
zaeKk2qD?t*(c5g!ojnX%tRC6speK4>KJ%I^fasG#n0%toyyv&rKz{j{1DU%#P9@~y
z_9O*@X{>4v8@7D<dL*Ae>S5UP8w)S{Ufl15N#(WdF{+Wm6Mg;yMGS-!6Nz!VwOK5j
zW-A*UAf;K@_53Wufix&BrWoXfV6aap*D$)L>QrTA=y{4~VePU3RAMz65rAJ6bD#$7
zdoK%^rr>;*iA?5T;L~akidj!dgNi0N%y_FZLXdnSQw=i=h>4;Y<WRwyi3Y%g+nV&b
z%3vZ4B5SNy$|1W+^c_e-S&9^+QTE@cUUfODN4%{0*xc)KWK=1!e;k(5O*N4f1-_a0
z)cS5YnTj|)RM*$D@&G?+BuJUyl!mUTK(V9FcM_yxn~kT`&Z-qjYN;wKI$&Z5Xgz#r
zNHG8j5d)Q2r<5isP|ax7be7UX&|y43(AY$e9r}Ed_oI?5GGLQp@Z01dp1NQv;KSkO
zcxg7W2Gp*bcB5cIji{+BMM%~te~+V&V>`^I)4WY6T#E&L<fe(4CPW!OClDISs(3G!
za~h*#2IUQx9dT&7aqG2KwLb3kS5uhwHQMH-7+h8bEvrthkE32%%p^kiV0&EkQV`=s
zeDY#gz;el(nlvT4R;Nl<B~~frp$N9>HIhxkemj$h01e}WRjxK%PG^Whb6JGA3nq>u
z16#jD&>wa?-{*q83|cr05y5EX_Cf;mx%nn}6LqQ;!tA4V?~8X|zI*uW=HTpPGC!Hj
z?oa8SyRWPA7))HdF~jUyt94mt7$pJ<O;0@G>(TJ~nArKSk9wU_sd{AdNUj7?RP?w6
zhdn_PgxTVExbfSQSb=LtR)zlh%cJAl^Q+}}*{OBr{mIqw#Wm8``snrTn^)J5zyIp{
zqs<wn1=zCFe)sC^?1Q~G|M<W@^k?9AzxmDM%_qP6{I}nJ`R$*-`$I03>eZTOtL@dn
z5jM+*^V^%_OQx@1-9LN^LTfP{H1%F3H)@o7RZ0f)vo5*i>Vn7*)$_c|P|@>Qs-m+}
zs@DMB+33~*cvX7zc2z2eC#QFhkF`dXOb<c1#e7U-3x;hljo6=9TjHTcO)})Iv@#lw
z@N)G?MVE8<?7NN9<?)7i9=OwPU7vKQDNF+U+AJo^d7qJIOaz_pp8KV9w^+(_smUIY
zr_MC!s%}=gt;%ZJhNiQ>oqYD@dO8`6=POd*^qT$UPkv(E-DRR6HF<S$h>zmp{B+Q5
zbTE@=Q>|K#?rY=Msxt1kFmm8DAB~1pot)r+)FVwI^YL&p=#tjtdxeI<_rte6q<^hl
zL+zgo`b=K{8F1%ffg3dF`>xH0bT&yfLVVP<z*g<|ASt|02+FKrIkZLsE}-oxG0?6R
z`C7n)cz$quFn@U2PkEh_$pk1X`Vcf$@D6xTN%k2va|RRMPgb20BBX+glNH`Bc9+<z
z2>Kn)Cv|kPBxW-e_ej|5k}yK&R3?*dvq6*+06gv9lL1pzu|bR-2X!RIKSZcR%m9Ff
zX%{)JoKFrq?1E%kl^_NI8w&fJ+z*X#R!pd6(=>WRD1`}6(yB|=o-ld9;j&q@R7T>9
zgqYJLN_Keq3=SxScDIZFH!jeNEzru1LWq5f(F*H+z~#h&%pMauCEPGxFc=FN;7BoK
zQfc~?NJ3)XiG>9oIO|2DZo5?QI&4^_jBJ+><VM3t#=<d9A(3d{FZe^s9|?aIR28bK
z)9Qql>b5yhz%ZLJP_a(M4+ek!#m7I}d-2R`w|Hz;&In-5VvLohml)=84qJD3?CdIc
zc5&VNY<8@70ju3(wZdVGQ(<H?c&Y)Hodu-dwimFPe6;Go$rnP;KmNIo$Lsg|tY*i{
zXAy^;`%%ztWq89g7INa==YHfc82C;*t>W0fnW8fys+R!=3o)1>i<x%hK!9@XxZ8_F
z!zzap1I2=TT8;8=kXCXW(p(3pWtN{{l4*g#UW<pAol41cDikrE8M+G#1>VI}MKiX;
z@W*(`kBr7KL?NSOhxYSIiB<0yACeO7=n6hF3Ys}c4E4+am!aR8i+DR)yq1=@^HyXL
zM--X8s!SZxC~O_pbO5J1Ee3h|E5muLV$oO|h)UR7jQTYo9eXcDx4kUKMkTeElTd_d
zdj$#F&SfUmqD(W9n%<7u)s$FC#t_P~k)R5zUlNDKoa_eGm4GJ(H6j;{Fmb6N!1ZE9
zig&XbTu?0%Yj6zI3oK+&0-I2(8cmS10L0441Ymcnx&a_ChJ|b<_!~*cx(Ht$Gf_vn
z2>Duq9l6FYv9>1GY9^!lf^Y;oP*Snj<5|mMn8awoYF<r(YI9afg@esLHT1kgL8kEP
zWna&Qi(?MuN0ScQ|CE+1H5;u0B~z-(E^^8>15#q6A^3eHqQ?mOtqM*C+ycxP^boO{
zY*lOK=Px<Z#)U9`%fS1WsLx?$EGy@LvT|<IYV|r1%P~R7B=trzmWgVOoDTg$o-~T0
zEK-_)bcw$U4zS^S_c<A3=yhYZr-3~JUW0Nj-V$ynD+<n}jbd@!>eBM_%g1+T%k9B%
ze7C<nTW&so{pq9$<yoE7%d1|0*6ef&g*IDYdcf1kUMW9qH?YQ@EVexs2Ar~!GFx(t
zcDNbIIkIYu0@`(BWwde3F$y4@_|SrxgnV~;dVX*;W%Jk`988xFm++2mPqs(*7Z0D@
zJbwGT?{CiU)FeHm`F^AP-Irf}=(p$}AKwT241E2YU*DWveE+-O|KY3e|K)ezAbi#G
z`uT=-t&6vJOk9sxzaCDn-`?E5y}Lc#u9`YBJ}|x9uvHz<hSoHazwkz<eJ-)we&Kc&
z`>5|}bv~X>hmfVPVCeM<4Um=bbhg<)oJ{Aqp|I>gTQ%;Vl*AcHLbg|Oj<PVwHUtgj
zWE<~jp)eT_*fUn>Ys0jP<fZ3vkOC~Nmoq)|nnGs17#;&D9Ml_SiVmsm!1&;9)eD0m
zt=Ak$OF$JitI2jb-p+cLC;R)GWtZ`yTD!Wt(Mvh=-risQ<UbNj>$ddqpmBD_v9Uhs
zAx&YCs<J~Q@XbI%e+T7Bh;u|Q$quYmGx~(F`g5NmskfZbL`T(+Rw$RKP||gllPc2L
zV%(uBh~N?vR6Y|UI=&v0Fr<#0x|{^^9jFHua{xEU+^JOjXjF&jVhEH$x>cq%kqx7l
zDs8%ZI;|d~Q7I2H!Wl#)p$Ze}J%OeYINGi&g%s^h#Wa)#{$?ZKvX-(6njm9g7X!T_
zfC(ZsfHikM=uSFB$5d?XNNbQZhQR$h##R>~Bz~(2RZnz<tI87WP6rP@6w?SJP`!lY
zSYWCdc4=3O>KU37v#c!jQUORd|CURCJ_C=7j>_!8Y{YpVt&ge7xYpXOevcE71i?)9
zj7b=-f}D!Rjs9zLXNu-Bn<2r{^etltf^q>-vr?k#L<g}B>6QB|EkD%XKx-$(kxVdc
z;!9_)W48$Ai)tiMAjMDHcmn+<==ShytTlkqplq>Q1k6Rjw|&nf_~1Xt<Q2j`54S~9
zjr^?A5=%cnXb6n@L6^s}W0GT%-E76*WqSD>$<DmDYc-o~CL&-lqnO+0_E>iXC{<y&
zrZ6R7iaQa$u-sE6?AkRUF=1i}8*UahjM%z%yw+WeG^Exf!kMOBEM8d=2r3eU7X^Sm
zM}#c4egIlip^zN(1Cdargxl`GFC@{73HsH%n*tLNG{iCd{ODKNSeSd6$F$4X5Odq9
zwD#_qlvsQ*9I{%1s8FP7Fe)Vc25RH__~7B{yhm+ARX>>YfRXyFHYFOv1U?4{)gSU-
zqRQCCac{y6W>bk41ksBIA{^i~Eo+qbwJV@L7u`}Tm(s*&zohMVOZ8NQd}U1$+nU_W
zDm{7?<yc#l$P!Z1Ls4}jE5XT!ddhH>CHzR=fW=&l$E&O(gWkFn4Vs@jcb?Z6sxz_{
z@#i8zhA38kc|2ewB4c5+;~C{W3BkbW$3uBBP>`jpm;ed^i=Kt)kY)`<fp6bnsT##0
zFTiodxTVr58St?l6#=>iz05j`PMc7qE+??eA=G4ozI@o<BaA?TnoXk5RZmM<Hi>Wu
z<Dr5`C8Z-9b|-vx$Igq8&BF3D>GQ<hwxDg7gfBS`W^B@n$iT<@hs0+HHk07KzP{En
z6xf0$ro3Ke=S&<4qD&irf4vI6I1b=KA)qvF&<@FnRjH2p13ufZSswLj<8fb0OQSY#
zeO<@*nA7-&&{MGlFjFJ*A`WxOLQh5>=ER##i}{RLC0m|R2cz-z?e%IkX9vOY1gvte
z*G`IoM36$#0Erhwt$4sC2HebWg4-$yUWzbiTZnq?5w}eWdgy1TzJa7OBr}LWxacR%
zE^EhkH?K}%f6Zo>tL4#j@vB$wmhE=0kOTHLskb(R5xg(F3p8f7^0`5!G_2L`PH)dv
zhr?=}X7fCW=8TH`g?*9P4{8diVXwtZ<rBWlfX4}W6;N<4mA*f}*i4sOZWEQp$!ha>
z{qT5oceXvk_i}e}`<u^yhcc$C`C+rR7<9JV?FV~r{_%l*=+6L>2q+aJ^Z4a=-x21m
zR6Bb0XtusOI3?})aC%Ad@%81+ySw|Flk@X~Lqd$>R=riy$L%)P2kH;IRh|7KRCS2!
zkOAsCwyO>Vn?bjCdUQ1D8}*FDsF(AFs%F>Q{po~HP^=Wud<X%G_>goI^r#=0JRAnH
z{CMrb=yP3y<eAqr#)HLj3hW+F`gn+;v^&B_j?XEtP&TxsU1*NYs!&kHS}Bcltk)=v
zI!0M7twP;yr&cM!j$TgMpTE95SQ=-_&1!yiefIjzEfXD3fuH<`|L}{S{fxsY`MLYs
zYe1wYoF4ZVt$LnjAetE^ytqcCT9I#{sIv~J&8B1kx@-r~lqy`~;DV+ygUPy5r@I9_
z8G!5J`%du2Y)<BBTCWjGh|?+#`hXs}4l<USNRjl5hI)n@pR6MtZio>IunW{M2C!}=
z14b3OjAkO17w;z%tW60tI?8TX%*AkM1O+w;Slp?kWZuZcq@1kq{QyELDB@x?IHlIS
zoWuN0b0Sj=qacw^tm(84@N;LOw^;21Q-i_SZd6hUAsGwSa_l1Ou(kmEBl<CruxrM4
z!W|h8ctK486RYLrY%+vKM>UBM4pej^^FXDN@VzJtfNBBih~9157>&(f6u>Iz_<+yt
zCTM`~15bCv9|c%V4-0;oq6%F^3;Df4p9e27u`CSj=v`RFFfi9xMRklcSF^^wo#$EN
zMHBG{P#!Y0DPc_^Bq}A5#1gTD*Xc^)Y{8?RP@=);dv}e<_do}Co#J4>KkNl-AA)aB
z(Ki^?2(G7?v6fAV)GwNGMMtR}l#OA`vb)Dj754dr0JYLD=;C(T?5GW(A#A%ZjM7Yx
zl?rT3_0gapMIvYm+_ta}ah%8W!(d5fFz)dHPz^iH<jW{Ff(?s1i>($P*uSCHGoBH?
z<LiMw;Kl@h68LIX4Ccge)XTcd69lP>%7HT(8(7$|>x8MQBoM*a5BWh+&^7XjNQIRu
zmE0aOYu-%END}}$B~`+($NH>W%AKtzs9wbIChg{^s<XcXm5jY}gwB%5@KL2jDioNs
znhNP%!#STXCgaEyXjVM48_H@}RLhBRQ}32DZA4DW3nXFQD0XuSR4y#{<YSq6x_Pyo
zQRsLsgVGg6mbhR}^;oo@(~=&CE=CGbK|{8A@pKAvnZ8c9HRd$go_?%`gZW4pmwr=`
z@=RX|xgg27=$9>+>KSSu-!B|B$Y6C1cXzg><p#xE2Lv(AK~S?OzfQ&L%x|#>1dNI#
zHZsW~fl3$SQ=p<G=zoM)-^iq}_tW)UQeyb<C9fkF_P3N&J{Bt{(9Hxj=*jav@W%7m
zQ(l`EcGo2kRW^YXiO-c_?lSMj-OixZBqKZL(Ieyh=((zt^*Wn+t`G(qy3;lIa!ST9
zWmJ*PRr+bOnCrUj1mLo67qUt=nPjKVK9M)<da*b^KB*S-v}`P<!}Vf{|F)v4q#Y@a
zWVGXyH|iUmk#)nafc?-1W`fxcpTpJ76_+EZ)O43M>y@jU+w0pKx<x3I=YzqMf5oh&
zr)1WXQrHK_9^-uiR~XB9A2?z-t4`Esm~ZS2c!5#+<F!~>1)_&R-0R~>X!nS{-)v7n
zdmT-thm-NyeE!Ra*Q<7CtQY6C+OpL-7>_3PD$7UXLoW_0<zbzU?2EJY;TYsLj#-ij
zxK~4X>U=?mm9z^EOqXd7_oLVP9GfWp^?>`dWcv2>f^Ob}`MN_&bhcpacy)4dcX9K0
z^Z4rK;fr^_e)sqZ&N`0QANtMt$H(`9KLgx_Z%)s?`SP3Ze)Ij;U;GxwEVZ)-6KJb9
zZ>}F-ouhi)e0p{D`ug_O_5H>E0q=RTz)ihElh>%-0eX+8cQM8SR>wK7tJ!gnbF|@d
z1r)!aIfy3iDo9VTTSn9Cdb5IF+3i$V0%kE=vpPzOY_fn>ks(4k$4aDS#8H<bGw!xx
zp^#tBC#>_}UKwc6@dQID>BC{K(Qj9lvmT$Si@kxMQ(Y^m(N+a2MVZMB$n<J8Z5k*<
z<??JZ>{Jd`z2&UEU5yV6DQt*gOxN>ZqW<=;|Lcn<Pp~Aln%#S&ooM;1U;cVB?$aN{
z)vQaoPZr2LATJ$81IfZxdq|pTxq$9EULY>fWSmZQ+rx6X83{$&#{X)Y6+>c^2R)ii
z@&zrz#MLF|DB;}-`vc68FjespRrD->SxIXE!4SakY+xYoVR|Ep7!UUvmAms}QcL_H
zvBYR7z#*5)YnU9EM~DihljKC%97ZTH=O)Q=Pfey-{pHmJWO!gcT+adB8~C+aYusmd
z#0oUlZBc(Y0`kMg5Da$<hiqOS^!p2@JxwO)(5^77L9K5Ssv<)H0ltb?I1w$tJ{K5W
z!lQ2GWIJbJiiQNOyVq;7KIBKB!OqpSD%eSbAQS*w8gP5UJ{o)!o5?CCQc@yG-cF1~
zpslmrlSGC{YO+1RZlTDA`~f^>G)hA;B{_?b#fyPl20g=i79}vLDL`Vgl|m`#1s)rt
zZ6_lVYAB&CBv3-)IC-5gBH&K2qfCmZDr8TCv=~4-BG1m=EgT5=J#LqkI}3ss#8kqM
z9=;Gm7vdQFB}^~$2%vfyOo;#ldpmhp2FGYP<bs}RvP2DM7xyL$eZeelz=+}Dsp~qi
zeFzwSD|L-->@<|!1gNgFIV3bN^Dc>go<>am9`i1G4g;0U93Jw++KMrc!Jl~foaiF?
zN5Ac*9CS&34<*ikyx`2sv?c|ENMt^%DFC?wAtfrZz63937{jQ=Oi6$vrmd!~q#ZB!
zq(F!YLYQF?L2(gbeTRUG2-3ieM-waht)@;Jb-=CM!f=aG(31*=Sr5S^=PzVqBE^xF
zw44^a6yA$IA7s5PwP2LU6TQu(J7uV?c*#QTyt?F-hkhOO_O(<28A^<jTSU}K`&>G#
zxr9VHV^32Hp^)UTXG6if5GK-CA$u6`RN@h|<0iPRpvV673E~*!)p|<gBaPiXo&aZo
z2fmR>kY~)XMkMh|wIv&|bZXu0Opvuvy28FeQEM=jdp#{^p9-3o$dr}zdb(;lCxkHG
zcgO(|ibT$mML>1UjG{vtHS{Yps4+MaNyrj7kxb8NnaqTItaOd_ZqP4StfU5F6h(O$
zy*y#-Uc!f0+=TN|i$^Kh>{lDcVlg2wfFU8TH~Rx1INhE=c!4U4G>jT9Kbc;Wj#qLy
z3ivt>5U9nRRr5*)O3xTq1RS#p>qwY^MrNi$u(a7s#}oAeHEN|!tx(Z3I9EAi&^88v
zhq;bQ0SZMiS9H6L)qFznlp;mgT=qKk?Pha$bg)>?5tF$Hb6^Bi!xoa4YdRWGVGToJ
z^;jcrD>h5R6)8m(d;`1)u_nqQ^gI~9KAVlB3bhjmWxQZU^%frBtM$RC+BjdXPG^hr
z`Qq{P@@%mj6>}p!KdaYQz3x7E#eB}_e9ZGg%F_sUyxzY#K1KWL8pt(@wq@*y^axNw
zYP6kl-ZFT?4(Hx;y0kdg<dV28BFCGf<JIAMyd1ZCJQ7MC?=Nm|F7Drc@~g|^%eRm3
zzWV$Nis@O2e&F}!A0OU_{tRsATZ(tS{`J>i|MR!s{pOn`*6U)C>FeR_|DV2IonJhh
zp5p;~`|#%W?7YO?ypV5|%FJNg#F?x}-htojV|d4ORH=6x?QXrY7<MN8_L%KpuGp$H
z*Ruto$7-#{^08FH#e_Ynz+t-E>8rFc$0F}{kTO<wK&-VY>nzygXctlLyUWE?RitLM
z!g8dA&8Srwv`ZTrXn|jpva~(UrbD`DTNUmODWa6KL3=f1g2}b2IsOo2*8X-})-%&d
z`{aZjX@%_1?fE_?d@_WYZ2o8e@ORv5aldz(jic@20)OXvdbCg57!7RAZnNC1sC+FP
zN^{PnbqJ0!D~o;y>@?*!G9E4b^ZZtolZ(-C*y~(fvJ3>mL*PtYu4nmT&gpPb(+04N
zODjuEW|gql2I`+dksG6?veYA4uHX-u^*QLLuz3)Q1gJ=h36Bx%H@PdacDg2IGYPBN
zN;ZNV6Os<DCl<TZ&S*-m%6M37vFV_`WIbORt57wEn`_kJiU>Ka_#U)TC7DG<r6yxA
zBP2-3EJE2^qg-OXp?|1dtqi&YQUEA=Nxq`00Q6=r3~me0Te+C6m$HbHBgV}(^_z|5
zVtlaKklY*%+ter08Kope%=VNO$Aa9I!n;pj*!C<2%fW`X%FE*dmdbga7n09m$FUp<
zMraEpL4bIL^&LC~9WA<=X%X5tmW_feCIqhs=R654h_aMnf$E335efLJ`4Y`RsAS{e
zhz)P0z@5-2b0N3L$sK^C(dsBt^yuNw(K8_BQtgdI=Cs(nb~^wHJoWIJvJ#7)9;O|i
z%Ng)`gC6fk|M(Af(+*KJlr)#kW;5;5#v%m#C<8FKD1}rp^V0!jcL1g!Q^_5e8`krm
ze+0FgQ2{Df$neqw^tNMZ<HNGUEyfP)2nmaRBFcl<KOzOdPUpAC0zSJL;(a3E3ENEw
zSs@3anN9TiQXzqCW6aMW=YgD%2@CkO+!jKS7M#*FKZ?jK=v~a@{7nb)g<qkIJtAN)
z$4rG`sZJs}7OkmrU6EK^0s*V2**X~nTK_24Nr;VXe%xRknQG;WswnXcQ&-(DYy0Ej
ztkql%y7=uIxqMfzaXMpn*(KyG$H5-sykg&1O~#w)L^mUsL~&Rsp@St6Ra|yliL@wc
z08u015))KJ7-X~6cw84njg?=}Qw;m2x;n_EeS13$rF?q;zL4^G^%Ho^#lq>JyC}yN
zz52Xe*+8Bt7fNtc%9Um|OFuZ=3AUNA^d}r+1fi!F0nz~xCaTaNQ;<sL!=YSMpynIN
z3vGvC72X$M`~tLCIVJ~v=wOr_0m0DxzLA!J$V!ql6OHDRNv61%6S2$1coucq5)3V{
zCYZzBPPV;`f{If!9ZOK;L5->?gpQ7mUVZXvyWJ-eO6Ni}<kPZf`U&1g;JEN+VyM7U
z!I_21SNMTgH0iZ(<Jv?gq~If&Fq&<lAsgfdxmKj-1CDVAwH{>*cP&agP-uj*&1QCY
zbH>&m3?Z=+lEUcBysfgd3=F!6?MEj^6i)+q;T^51>Ton9=97*EuzQh$Rs?3S2)Ny{
zrbO`d(WxN`#gyR(lS4kxC0_Fmz3}{k*RUqXSvq%1)yvH>j<0S$5AObGGCyCh&z7tE
z;}h^5Jo)ohV>=ifPo@nuLz1+X$=0;Oq}{nZI=VSInYT%F>lKQ;rBpsiZ!SVJI-B2V
zGEr1voGI)`i!4S%>1de#uk+)J<IVB@Y_pxrr@bM!r`z-EtJCYtliQ1<n@{fF{`T`P
z^QkPG%@6(N{Nv;Mz@LF{zWKxB?Q6Q@fB5=e{^gq=hV}ZW(b=DGZ%(d0y?sU1<IUj_
zn3qp)Ke@m9<m&7iPDHDm@717w>3|$N)!KA0n2si>Ta=Me8Ply}{59HRi2;Jb1HW0<
zt5dpG8*MeKr_x4bzpTky!&X!mxMxK~HeV{8XTXp%X;yoMBH5tqq(`lGq}_mbs<Wx<
zwkTePh(*74XFI1v4WE)ytK_)bH><2Gx#P#`It^=8oKDSBmaQF}hvgV5wzOIfk;_)J
zR*c9+wx<0`uc6cGIGc@$-Td@#{_4rk{t4pin#^Rq%H-6p<8G=iXJb;-y*9>rV5BTk
z4c-@(;b09wi*@Qew!A7u@R`qMqwyGGLlZU_)Gx#CMH5Czn~p|cX}T0}j|Z&qmeVQn
z7mP%7B=mnV=v1j_foz?_c3bGwxs!x<p1o*PTfHv!TfR6wW>7lf=u6q0$_}xVm9p@J
zA~6~pGei_3L8di~Qdq<>I2lcjiu&GtkJ%hwTnAq;<_<3C%$doA$W&bACLkxc<{P}V
zVve;Yg^3U$*nj|pWr=!me1ruBV;qh=WG=E=1QuX+8R<nWgKru0PmiR0jyp*1{CEv`
z9*zW~9ei2{?~)i|+|__g1-;<5sH=YV@y}j9f5BqZzGu|#h~XgqD4h8u6-nX)<^tKu
zPL?kn3q>&(v-o4lixnK)f!}UU$0LRfFitB<fa1E6njto2RLo>Jy3>{DXRtw5LSn^M
z7Ylk+ISK<D8$S>*81IaKsC<IY1NwvZ?nE>Kh>RX|3}X>0AgM$Q1&vo^Fht&pZ3r9;
ztX8I-mrp<b$hNoRvRWKwv%_S5_VLddAK}Tn%`d?vX?WVetirl?IoV0^3xKW^M&cay
znoYC<aW-erg52dXza(tPodsN~jNuugxDPl#4U9fCG|3;32^{S1Aa+5G;Fgq$iS}nt
zM7N8UM*4%~a3m2Dq;M!D_~ekApd}7`O!aJYk=Jm4MKRQc89)O`_NrEk&upPe5>*gv
zR~WCj&rNY*J)3J4a<#17(vomT8<4wL4yQAa`s82`S}Br6lkW0#ww}(Glq?z=%gRbN
znMI@$qqx5icB3wDEuHNb^QVgeWjD06uX}9}y|hsyui<rHFq*Ry_xTVvi-`!S)Co0<
zsb~&sJ@JQVFl^bavyQ~&9u8`BDn)~O*sDiFRY`R1>@djjNt$UHs2@K#0M3%vrH1`{
zCnG8(a;XNEevSx&kCx0*5{FnQ9~bmg9F97$7#^m9V=d$-^;#zE%SVGlAR8<h1HN*K
zHlk3kn6ASmQ_~poi!^vfyg4yM9+RD;OjUg%R*s9rOT!L#J*zeI1(}zG-39<(4g1(p
z5>-I14ce^aBZ%w)YGCx01;aN82zu1-Ua%l|{iar|gj`-4<k?}vsDT|(<$Z#kKmw*J
zNl_N%$#^^l$zDk&>Ud#cmr;9B<xG*`m;-i3Q7{j1K*=oTq^BF#=a-}5QfH}H<6z5i
zOdbu%k27SA{cdM87^szXa>0dsaY>!_W`i^1{_(EEzOs<TO)(kc5NTy3#6zrfq5|JO
zN(jZx(i|+HQ4cCWjSHv39tbHgxcKl{c3_&Z4aXQpZ5cJbB%F?BtE0(m-e?>WJZ?6w
zw@hD)U*10;JP!3demph-XY)lL1D>k2a{M6lUbS|zSwEbgE@@>e6k)GvqLd8Bc){~(
z=h=f~;;~o+7saLqaU$%rq615z;C8t_J3QM=DC`|<XPf)WyLXSTAFdy7FCMQ>ZtkvL
zfA!^e;5(N6#s_|H{_){`=+D6a`9J^9{oQB0p1=R<hkyIi|H5+LC{|Ba2iM1!pIkkD
zdh_b`;N;=t;`PlZ4>zCQ-@IaFR#Fo+NH47>Omyzd9MBfiIocO8S1z3e2HvTlrC=Qb
z&jl|O)tnqT#nD9^{WzFlWTLTPN5VFq<{B%<@u^}Nr38%;E347>N23i*%1X6}9|=>b
zg8!5bAZS-C`oP97Cp6EtCmioO<xVq4fg^p~jWS{v`jR#pfQ%*6r%d|I&6Lzs;^Oj*
zk|cVfH?#inx<BcbX2bUN_38e>mORs6{l$O$_-8*a77F;}j}BJ4fuTqrY?e3I=Ul?}
z*8~Uf9p@^#Ve&$$17VR>)lRET1hQGH7_RkE7o;p(PP!3CjAga_uv=TtM$75CMC3|S
z+Fh2lwN9ta-^3z<up@Zwnv5gbL6c=1ixRSbDp7=9ky12(4Myi7b>3lPTLF}a=DzoZ
zeGsm|@)HFu<E&`4fsrD@V3MM;Cykk0h$Ev-N0crR`p4}O;In{hFa*OU%|~%!fFX|q
zw;ev=0Xw5c6+4fXN;PY>n~QV2Rm@R@D;YL>?M9xnH@muMi0K!>kSCV984jnMosq2?
z<uVEz8XfTjlJ$iGjm>eSCqzh2{M<Z{m~3V<WhXA{9;;F<oyA4ZQJvx;`X9;3N%6Q9
zFaq8l4)q~F<RjLF@B>&tp<;EI2#uC)GKmUxD`{RSiYoXic1e)mV1xqD0UDynx)VJo
zAu~fFc?BTA3lIPzpiObwlVJzg#vsRP29paVj67p7#2C65y>O8+yzmfVOQKxSD1;lI
zA=dozg?Z-%^!t}js0woOZ9n_@Ke@2Y2i&M$wwF)6mX}6LosA_UDJ@#+OxBmr@Ys8;
ztWi8L3OwdLas+g>gxnO^?E>slqfyi(Y|oTYV(f>r6tM5%@{+xtG*hS#keAc>@<r6+
zb({8(Rw%Mz5eZzvZ!?7)_DmF4SP1QleIIHVl!+photVUM)W=AuNm?w9+c_Qf#yt-F
z{7FEp@hC(HEbinvX<M&lB$Ofu@Ff|sE8fPyn88c0u?WW}kM5*Er&rQ5@-31~_PABR
z3?{3w2vZFpENt*aDOpOU3RF21G9V7vm+5o~rBf9B=m6H;F1F@sz=J8h$`30d&`hm`
zy_tXu8W@6=Vyqg&IjHp{7X2<Q>?fLA<S+O<VCual6PR?P2s?xR#)dm;xbzM1R|K>d
z954fs0kyS^8%ipt<t8umL~O{ZOp#`-8nCi)rCg;%QdQeIjlr*$is2tC#)OOzn$^qw
zLOMr-0Q40wvsl6?p$|H1X&$w=7?)Mrc3cjC5~L$j{t)~4xW_Gey)E{z1ZG(~`aOgk
z(O8XWs>NgodO$W5nYT#97lOyKoXxIp?pCWcQAD!39HuZyGUW3rrZqd8dC!IryvSZz
zjPboLX8L#}ion%{P9F)Uc`7mn3x#M5j#&W6xKQ`k7&<zu`FO+NGe4Wm4)EI|=;EG5
z{N-rkv2rT-1x=9vtncm~-n{vAxxmr6;Bt3+eJYCrW=`a3><?TFaeS3wX~hERSdgkI
zq8yYdP{;)V4BR~?$he;mH^YzHwBz1=A%}hZVJ;OTCB&3|yjZR1yDe9VEp&?6hvTEm
z_5Pd7drV&=y)dnnw}bBKY)Y*_J6CA2tgO|0mFoU{etUYp>J3{ty(p)_^a0oAMGi=f
zGYi5OD@a!P903AWGY|~YBD^(Dw+EMpC)|Jz=7$H1!<*A9GLJWB*LUZ)_gDAV7x&+M
z^?j$_A~yb^-<*GZd>{BTKxSk%KKS;xKm7335C8gyKM$LboT}UL?CRkB;nHY!V84&{
zMb+c$ySMlr8HVtM6Wm_(+QS9_1pH0y(O@*6&g&&umxTfFD;5NKOkQMss{Ll0A!IO^
z?;o6E@P-PZrsK3Y(pI))kyy(k)AQ?5quA7GKZ`I0)d(o3vjxVrTpG>-mq0EfnWQis
zF~S&rq)D$f>(%<;8(Mm&ogWWsokoEf4D1c|3Uo1A5&7pwhwIg>jT!0u;{5FNXbwHO
zT|Qd&@i$!_Lik^Awi_H+|NW<b_xC^j$5>2a`f4?bs~PCB{Ncg!&8H6s2m1p$mAb85
zCXHQ+2E4@#br3)Qs+d;`nFKqT#bSc%mDV*Ds0A&_GP0^C0WyGy?RP+f*CLT%ty$uf
zyIf7NZO}B`t~YRE6u9_DgM~~AwivrbB_#tsZ-9lCQ-u<M36Aw)=0JS2JsuCF3zfP&
zLU~Ro*^pgv=|f}<dQo2NQGuEs(58S}E95n)>Slr(;Z`RW(H+pGi_a=erjl+Q7)`nc
zzm|=M;Y%TsKkVhS^m?((X*%9^j3NNTjOxaW3=<5WJU5R)x6G5w)`PnVOB56*DH0>n
zl}X8jIa#JM=214+tCzRSDaGha;P6K9+CYXkzt|~hy2ob29uF=OW0fjL7`K9SCPpMY
zFyIrEq|DYYCrf!*p%~QXv}0?RBVp8lfY)i{Nfm=U2I&_lYblqe1S(JFoIfJ5WmGO2
zeUw=x&Ml88gvSWB0?!)*7?TxaIS74<gNfLS?*o9*U?_x{3OFtlbhd;pC-x{T`s^aH
zX5q$1@^YC>&OH<EGMXs&o<7-o_5>(p1m=JdW3&aF7Nn{m^m~to4i|RJVY}P(i)SIH
zi;yFdo!?~z`UJj`ohclNWGED+{D?YAs|}}d#A%q0Vs2N+YDxNCM(<BL5wu%C)2s1l
zl5AtZM=UY!!)fmW0tV~AXEwn>g((5b)#zkQr&II`Fhdf*AS~u_drU8sh*wVvKGSn{
zOxZYW)tKaWv0^LXIj2`36k<p#(MYIeG4rIwNJ<D$j>XEUp=Ac;LOK*=dMVRtDog!p
z0q_%ZS0)^8phQzNkWz{gpC^T{41WTFL1?bMg4%>Sl1wy}1j)gAGG0qc>3}chu%j;(
zqQnLTW^3xa=>W?39r=)_DMw|eshNrvBK{(Ge~*hmoY!nc^s6aJtXxDChlB#u6tk0I
z{mQ8r+o&!oOSB+`^klRP2`=d7I8mfF5gKYV%<RfI(k2B1!7N63rK^%e5Q`QP5faOF
zdd4Lp07A;|Nul-x+!^FJ@~$)-?Y!W*g~^Y6*G#8yrs4I9+8rUQHRiHYlf<_j0R(C>
z#oSKv4&*vw4wK}vYEif!aE3wq8j0F5p7ZIPo-h%3teP;K@|jFF#VCa_fN_clV~osi
ztA#1Fl@Kv%BHmXD8KnCn&<R7x6~dGnlrotnxgN?LQYwWWT(W3SgAB8Oa4{IIdc6_P
zZUn)tNY!I9L4d?<p<?0U^7L1q|LXkw;^dSj-h*SRYFATir7a>+?FPboUP-_pYjSW_
z#8kvz%cX(VBA*IgXV8Vk%bO4aT#Gmz$Vk&Z7cbxp)1xR9we+CV>{jcG&S2Xc!IYR%
zE2*hxi_OVo{qFYDEiJqSZBhgOSY-fPcG?3>DWx*{A$x+0!=vlti)C-zDOSsh#^!?!
zcsvk*GQsqPJraYN913!dpve@0m+ypk{n2uHeRRYCHtmks!rY#5P`<psyt%);<-ZTt
z_dk5|!<I19p#6d0n}2+GANn)E^tE1`{qWTvzx(p*|MB}jOxcr_Y6p|`<@WsX^8U@u
z<KxB6!@03}d;~pleFuNNoXyvBMzi*mRa^xtdSx}A6Z0u)`I1@~wb~FT(7wQY<+8;_
zskxf24!6gb7q_3jeMgv@wiRloL3lw_kg+aN%2r5Mv?Lw0kTxORgIPyf!DvKE2+Jtm
zZzu<t-tqDSJ%B{jC=%&XSk)B^%CJ{%*VURX_1lGVF@sjd<i%iyg>|u@nYm05Z@pPl
z@iQCsX1&VAcD~{hHp_?G#b&+9$eDlmTc)pnLb{*P+%fK-?k_sk>}t_JIVJQwWguZ*
zqIZa6D>Z6d&16~W0L#cL!v=i*G+l~^Yo<7(kBE^>&4`*3Wf;KhVbB+}ER+llNERp_
z7NzV~)5$9Iq;8GYB*r{MARuBqY7k^;DV&kQP1?rmY&G*RFJqAyY8%$`0vBi{1qPKI
z9K>ucfu`M;0WX-GU8mjJ?ex@4L5xaN64CKQl7iCSssRQS92Q%U)|-q*op(x3@(s*J
zEe!UNps!K_jhPP%q19^H?alxY(Lu@IDH#Qw`mj|OJRbfbBQgwa;;5~9wbN<A>mZm)
z1OVqUX?G3p4ZlxH^a{LRM}nA&ptAv*kR^;I0pO@8q5&60)Na-)_>;+4Vflmn;PWsh
z$ub3SkZb{JP}~D+G#u&FYT&sLsfah?T?+<$JWEQP3S*UV4wgk6kb)2{s|E%fEG*L$
zau&N$56n_pBqKrKu%JBB+~}#&<LNUl>^>I0<V+!~V#|k^#GnNi!fUsJn+ke8G-y-y
zz5DFx%csvgPPct`*Riv^_w0q=<=uJq9N1Sp5M&$0<b&r5@eQ_^#{vDrANIq#cR60}
zf{tWMh>@7=n9pJJIi2hxspqCa(rq@YqUhY+V?1Lc8FAPMFc_wNzlRMbw;q;~ME)6h
z!*~RDU&fGP!a;8Ls9S>5M&L2zaEV?&#3a5+YL=P4a7sg@=QfJfKkf@aYAUAV%wR#g
znOz~c225qlUEsDL3E&b3xTHpCdx@oEaygSl`_dALqLO0V2V6g_7Qr<rA*yy{Dt_1{
zLGj=|3;GuNXjui7p9(uHS(bwsdz9254@#>HUKO_-jg2)a+D<cu$=R@=hRH3;8n6^a
zLdz<#X|ucPa;lR`RK#FD?33MA9T|$97tX6luv^MgxyVAQo=(9EqqC=zQwO?6loAKs
z0Q!X#D^u%}ienz5FPr5wBrYu;&Wf>CF0Tr~W;Qu#=&MeB%6dL3z>%OUq72p7?_%yH
zM?jBu(hKXAPVG1?knpT9u<;C2pDlUa;Jkd0(|oRo-JA~x>3l@*O8IOt>x-CmPxd%t
zHsG-#*&mYp-niFFj1*`N8jjIP?Q#;?;C)eVG@(GG6IfVjkT48akmV@drs0b};A)1g
z6yqcjY&x<<fqHilVU}bHZ&;4BwPM-lbYKH*VaQh@g+vE!P_h|JWryoI4Ma><oklYu
zaBZYGg9C+UfGM96i&TuH<f~T?*Vi`(`x^jXC&$O<#|QLCR*PBag-GrQYh^{u0qc-r
zKqtr)19^z}*lYVCtg^?4{ri41&MrFwB!ng)kaT%o8(DDKl~P7s_s6SF@4czM+%1$g
z-O=^x=vR;Lj%V|3F2^h3a6H%_cIS;c(--8$Zb>I_euzbX|7_WxkE+c|I-8?)0vlc;
z@xD;oAnHSoHNY$$@We(ghO-l8Ui-7z<K^Y~;mNquKiM2GZvE=*XP3ukcbE6*U?<zd
zAHMkx^e*9`5B=u+<Kz3lp8=+?)BST?_uv2Kn?HX2E%n)reBo;UjFxTmt~WQYFo4~k
z-MqVhdw+5F$^8S(W%*R5Q!H`A9yQwI&Zyt$bQ{fs&Dv-SD(j0upN<KtW`WhzOSMUl
z%EU46owMW9v$M<9ddan?Rw=Yw<z5d?1l1W)h)%d-QMww)UicfT#Yq>0euJsxU^82d
zA*oi@^WkjFB{@xx;A)EVH%pwcUe-4A-fB|aUt+N!Gl&8MQ&i%>NaY#x-_gOGZtm^=
z5%e(QBv{j?z506AANQJl`iVwkFf;${Z~p$L|Lvz7Pq$EJ<|EJw%|bdW#|B-XQ-yYu
zrj!)4p_Ah^&rPKQQKNyFKk4YhdVbz(%?85;!w~2jsHz&1lE7e7ueX-#4Z~?0Usstm
zf>zK=1J1|OQLm#f7sD23U-&%yeL0T73RSIHA?y{)DFi>2@ql(n<}Z%LS%fl7O=2X3
zi#-x1@4ja<S#XBCZMNN)F9@)M%a)@88`^R{omaqFgPQ;`>g&}tS|j<JASfWz(t9FC
z6BxP_No*1$B!yH!S7b6u=kvN=Zuk56bNRY?79wn0v7<m1rAnKUf>yn>T1@ygMiiE<
z#Hm;zg4gEa4=)!pl?I(a;(@63T9;%a959#50lgA~6SIfQ?&7k#w`0MD#a0DbGMCA+
z>;w7=k}C(VAfKV%ir(rRdlYQ;(FmA&EHM;TvZ`j5lrfBW1Bxh<HGpyk58UT)r$BDv
zpbLkK#sXXNxjZBjsmLTOfWZdnB>}2TDh6ChgSr$8gW_kDHL6rx%tbEtl0<ZsxJYRu
zHhb2Z*wXCgy(b@i#IJXrKHq)%+~WX5;jrwQc&_)JJc;|++8FZ>;YpX(#1GnTvQV%d
z4TT9jQrY9!GlAB}?oJ=47-FVEoG^QBz*ngaqKVt)F`MH|dM-MJy-991HWSb-lAA;t
z@pRGB$oeuF77`v8Zuzj&?b-t@W&=(hb@?Q3P$thP#)*dE{bt6ay@<j=rpL4xhhdIn
zVS4g0BLQhgzKTZr58pL)I35Q+9~}F`k}e0r1v#Th_y@F@*T+Z(R<BABk2M*16Z&gN
zMudWx*y|a?(~c3HE>As`z%kWExQ+=RDO@jK#BAnjLT)MwbC(wKF&9zrTtR3`0iei~
zur`H!L=JVjgrd=MN-f8wrX16PPBv}KX*zvFF(DiDftWzZN_gD`(EvVFkp4U_$`(72
zM||#v4oV?OnP#^@e>V{OG@yw_HU}aD6h;{gT{>Ns65V_jrbIOz2SiqfwF3PF_AlQv
zFE%4qAmt-MP6(4PsHPPrn}!kJ4dpl{2q6SCbTf{8_`4*xE$OzWT-JokoDNv?2%677
z4(`27c|2J`B)UumWXNuI?CvE(5!165SP;X&0D?e$zfMbq<z_P+Ppo@;ITczC30*ef
zSOH?VDGC{xSGcaJ97vJS>E%Y5X8frXOOS_&EE&TV`JAv=%I3Pb#L)eb(P1EiJLIsG
z6!D-o8anYtN{|{l2wRHpq2wh<FcZ#Y+rIbwW9*zax3}BPl7BLtOpf+f#D$QIF@v=`
zog(Y|v{X`f7x|T#08y6{3m=J)hh01dLRs*}gN6pnSj+QZ<O?|Ru$LEzz!Yfy9nyK-
z>5MAnQKjD23X4|fW^-_Ne0hI-hSzIUu59|<qseGZ^-;0ZEth+hGB<+#<?`z6_F%Sc
z6?7C=3>-WmnK+(F3Wgl?b4C3jpWT%RN2!^Jhr-FIKwNY+p1iqxbpfqndvtSpadmR_
zNZ|e)?d$R8<ofdH{7;5T(CGDgANalb$A|Z!KLbo(pWNKTn)u<X@BZfxe}cn|)V~?@
z?;(BNzj|}~NZAl2k8kfjeRKcm)%oRQ(5qxs%DgHWwOcW`6K%t3-`uWOxE&hBEYR$B
zwN_Ng8`A1m=r`JQM)VqO#<TtXeK@6<f&iSusz3_D|De(iR?BhKVdu#8rc^e-s$72h
zXlUIopj6V4xVu^HF~~qBT+e!=K1;n?r(PTnT5u=2&D{R7j{SUs7pkhwdetrA#7bp0
zn;2`vLK;d~nG;#3Lwh66`q`+qzZ}hHSki_pI{xV&KmOal`CB0rI6hp`SVY)nK4@&G
z{r%Z+0nv;lX-OkNd40BFa#9toTp?Jr;rI!Mr`K#@of?j)GAmc>FqYUVqRus$Qrhh<
z(-+fDF01kf*r}kbwwn1`DRr{HMMr9q{3Pq7rjHKxdz~I21yz!DW6js-wyFqXtatjI
zRw|L8j)#DHr=D|KO^8kaD1Z~<M`|_OwE9xDgZ7e%3!Q2K<n^T6$fXl#gDi423LF=c
z`GgwGo|;xEXNJXv0ho{JaLmYu*-F>-PPYf%mc0q2i(*=8>ndH0(LjK?5nb!#VAHIU
zq0sr;Xp+=wa}y!Ci5eF`RLLmtvW7fC3Wb;~MDisF0|u1L!_<O&=kvJjc9+HCa@sv1
zzW~V8zz%u6M!-BF7LqZB5CURcbv2-~Y;)2|x5DHH4K~E0mKp?HMI<7FUM~+hpP?Ek
z>9AP5WYzJ^ha=2Fsc4k%)?v2df5TKCbUSeD6Ll=mjFZn&aYW4u7B$lR0Uv!&*s1LF
zIR;#C{v(hg6y_;9g(;x3n)x6B57*1|;stb8bTF5V4o3%LmSg8-9HGnR1rZhigu43_
z8<-e`zC?E3a1qm*4Z+)KF}tls!4UmHuqzF>ybuCj5y9dW7ZWsMd)<_+7}HvW=vi3h
z`!QSMZufhHRKR7n#JoZ3AiWlw=nDV}NCqgs-V<y#*R$t}&mXke5anpW#uv@!hu1`r
z6LuZ;n<6rf!^T<%su-m?AhSFsG`DCulgcF%4eHB{6<%14#5;OrL?5V!L?l4eU?CQ&
zB%&D-f(c2NlZ-2<Wb7Ofkt&Q#ksy>*T=5vmM5n!y&QM@YsIZlk*c$={1+=BGqYQ@8
zh#=Urh|Kt1wUn%haiC;a(cnCQ<kBcQ_qw!DFc%DJeou`N0{eZ)&zz=s2_D8lr<S4u
z?D{<AR<TGS9&46rayU$~pdd$kx(Wm}83=UXzGU-MX47PZ&Q_AKnZ+5a`o-+1k}pfb
zkn>j|O|j9KkZwG#3SqXNDW3~}K2t8navA(WBtS5sP62@5<2UUAyycPlcAf=IFEf5;
z#JVRsO##y{RKFvG>C5eLJfmOR8n*3)ZD!gzF)4x1)p#qqEwq{4+&v6OBa6ulMwMkf
z9T{;^AY2T^53mEaE227?q*5yp9L9X185U6uwjCEtT(VpQGh~zy$~ls8+JZj4S-|Qk
za=9C}>m%CQns^at{!uD?P9<K@B;Fc0Mh#gPuU$My+J)`s+t1#R{_J-;`x~%+Y5sW|
zNLZ_rQzWc+eBkCX`XlfJ^4|nqLJ4#*jzAd@a|v*BPCjJbBz80H+X&ncQ8;KZeNCFp
z@%t{JP9cY_t6S7xUtHWAp1iua>FN5c-P(>u2ct2>4F)Y-`qNH-+@UqMeX@Uoi<o|P
zjHD=igeWCr$rvHOfXoYjk8{xf2jYtbVDNe4J`bTK{9Wfq7l*3@KCaJhUfsPp-qN!D
z>gwR&bh8f|{1n^BcKe~<oPT_LAO17&`Rmue`}{Y*|J}F$_UHdSY`3b})TZBhb#eXn
z;Wf?L_owG?uJ7MHynS>3=JmrXj6ns0;Y8k4ZH)#5%BECWPUqY8nj0LqPW+HK=%GyD
zQOE8??`tWm_glTg?Pfk5VjF?vzzPq&tit6q&t@Zt@YQIPQKE|Z0zPlz(=<M^#e?X8
zL#L3}Xw#lf`_t)!G7l{0qXC*yc{;4KVH|Y<f9c3noqBaPXwG`TDB5hw`hB8EIx9Bp
z{rj86;r{B3H}Js%gM6!;KHV~!^=H#rvC#bJXV3o2fBwrzNa!`n=SP$6s(;Kpv?SLB
zn3^#}0J%e78Xz9nUzpM-!)aA7kB5fijRA}pmhp|1%9zBA=1SIK1&!{@cAXtUtvBG8
zb*{%`7hz@%1}#LS@nFcFpwEa^ui~bf&4z&58@Su);ieXuPB;D!y?}R%ZV?7NI(sTv
zc5^X?CCo>FDQG@+S}amRsn>e}Z=_bL(KH10oeOlm#BLFYzM<-107eT!p@L@t@=-|>
zN(;7|-Nk&BPI3$Kk*)%Hv05$&K4>cIV3Y%)QOqnSBRP%~*<9hI<qD41jTX5M`_>%e
z@(4>?vxXcufJ~OtV&PD?%7I^DpU9nrjUMhSpW6|kX~(>0vsi+`sKA}sY>{JPuhvM$
z@bY6mx1;u8G65VB2zYTh6;ymZEGF1D(JTpx7EA{k7#k9IJc7O5VS4@~!$K_<1166V
zi>VHBzQ<-~r5N_Q9abtA{X0*dQot8y&f``R2#||}7r~N{JtjXa${1}_0y!*3Wwy`H
zV$@;U1<*=kG8sWOm{{pZKC+#B_R+^q6Xih`I9~v}Y&*|v&!0q`F298XdyoyL*J^tC
zv;U5kh4l-p1d|xT0!#zCwq2H8m-(gWcSgN7d{_}L5jih}NeB|$)Bt_U0dTI6E5KIZ
zc1yz4!UIN$HieSxU*e32LH3d$SlQ0Ha}hsj!Jv63jx8Cxvcn<!nXIrgB}wy<O(kEM
zj6~@ZrzkmWMO(wh>_;w(VQ(gRA&K<qBne#tyb?p@WD)>HhRPxSIfPPVnFN!Gqm&Sk
zfcS@O<&2I+pBFMiI^cx)fG!kwqly^*bH(q5tW`@X9cty>7CN#ki3q`gCN?lWCqh#+
z3<GPR#*3`3qLH?iswwf3h#}w4wAKK49*yZjq=dE;4I*<DW1)o0;@jEj@g@<3EMvCG
zssw4M)EM^Kl%P_*%>)SiBqh^2R8!<UM2ipr{456v4IV7Eu9VF9SA;MoC-|ZrRptZ1
z6!I!*0v>WNmmy-A@;V7)Qk2M~k-|;qb7+F6fTT=}(dANnUVLkD*53h-V58NM|L&-)
zm>rgw%b5rS>2(U*cKv(Ll#rYHD+XYCpg2fkbpPVl|4gYFKzs7JyyIB;@m_%bM}mhI
z2^u2!De34x)yizp<&6op&XC9ewiC#~n4l!c1fkBqr#hG56mt%$qGsnZbsama%6vBL
zb~v_B^e`Vb=Mw}cjg2lP+MrndZmZL>JD*Q)?r!)btT^YBF>PGNdpo0YM&pW|Cy9`e
zq4H8w6*JuRKEjW3$eE6M3UY)*rxu4w5zO!`aVaz`@uU$gqR&Y}xy5BXm+vrEk&Wf3
z1$-u-|McqmeE;an&wmG+XVveoh7)>xPiFH`t=7@?Nvk(7YU0}TWuGiJJ>u{rfY|m@
z!^+l`CI}}05Tl0PZ3VmP<s?P!#4zD|99+tN`RSY6^NaNi?AO8N+2!N?>$8)KhpUV0
zqwU4P!Pj4Yixcd_zcK&#2>%^C14o<9_g{Vg$8Z1mumAGDCM*rhh0UOQ&#V3H7Sq?`
z#Wm1-GLLWIeO+B6n?rQ!(D#!j`c&gaO!{dyB;RMWW|Zi(EtFa{oT9yclWs;VT`Fy{
zaGD3*&T6w>tkyu*^RRAcHe^I#V+9s79<9NtS7dxgan7p1w;9WzSVOJvH>i$fp20MA
zc6OLADAigCyk|-l@u8Or>der)3hVidEn%mYTl6ceDbeGq6^(QxJ}!!6PEHSJvmOro
z!}Z|mbg>$-6;+Q<4v&rw+s)pSkDvVYfB8$d-As}T#@}evIK4bSIXxQ>dyH62gCwh(
zHA=2w$QKzuFyXJpy(L9H-7ck;<T`<NkFefP$5o!2l;KfoR(L>_Qn|{mj`KGN#?hq9
zerz<E&t_AW2pndKHX)d?u_R~M>*3D_GKy-X9v^IxygDd<tu72OLW{I6Hu5qB*i=>`
z+w-Uu%5Ys?==%V20$!n{<%k&wfCwU>=}9}e;Znd2qxT0?1ltZ=TSOqSld*E?G@G;W
z2trZ0Nd09yM-^s;7-E!5dZ)=ii$RW}fXZY{l%UP_6MXk-KHbhIi}8S~`h@i)4O3LA
z7qb&gU^<Vp+Nn1nfWg<@Y$(^AS4+@e(+EV=BSM1*y?~%Z^e^Q0M!bGzGr(WWY!K$t
zkWPhAf;M6}BzRUx2gIc^%v}j0E4?~CJo!F1p-uyxN_x@DbiuWnyMxC~jZw(s$12YT
z5B&-*1znBs9B@*ZUOWeh0C6;lPW7Id&wRx+=&+bvRx<z!NaIXjd>hni1G2#DD?o{l
z%NS9pZlp08)hpm~B!z(6ylWxnXy<0+Af*`dQ7q(Tz(daS+3l8RPk~ZOLYQPC9y_A+
zen?*~tJCz%wf8javeBeTnm&caDB!ccc*_4v${vzZ)a?tHks6r)h%|=5qAG%ySupIj
zu?~YsDFzHISSB1SOL53og3}zd?(y-yK*tC(A`S6@p2Ko276>9Idie`>6R<B<bqH}d
zsMS~)vMAzJC7tA}bn{BTlxN$e#6<eF={i(t)sYA`@_Awb^BybFDwS97s{k`$e=Q|6
zGjZaCYM2u37|>A&_8nd;Rud2jCE#j9wDLOP%(p3Xq!=QvLX6Lby^Ulv7j(B3X;M=A
zltMYItR_iZbQMvLgw#L~jZ3s!*gS%U5Ue}E!4fV<UJ%+DHEgv)f29b!Un(}z@~Ef*
z%E-%{`1Cc3upAxJlMx8EHMI(6HZH=QV29X8X~H>{OqEG=!mshW={m2b<W`!MBIbFZ
zugOkUD$8NQ7zKKo1cP+Jcv+IdA|j00hH#e+`4Y&6KDX$y;mnV_tVyB=)SBbdqNv(o
z&k6o)$Q`uoC}Drh>j79NOVa82<-50^VRJQlvI-h!P=+qFd?^y8NEAlIm<)2R*l4wi
zITfQP5;;Y-WR&=sbg|#_hm^u=87jqSwWcGCx_Di$(2>!=yf4LgYePH4;WZx*`n?uc
zPXN^9alrrMw*)Q|2?f~ZkA{PryW59XkH;rRTst7L!n??6xf}>ZIaX2Py`nm*&;jb<
zgQdPfobWkOz238P4M8jw_2bEpy4^mjHOvu)GZ8Uc6heB|p#7-qe6?yOGs1q6)gDeS
z_NVKwfBXIZWHN0w4`&OeFKXl#?G|9iNvl6@4V%U4X1YCE9`IWPF<nveSWgo&qbyr*
zjFfJRowq0XVn}*yQE}Z%A(~-x|NPl!cW39b{_JRda(8wA%eTLz3*heJ;{M|FY=8UZ
z7hiqx*)RVc+?juTh#&qlaJ1R}{<q)%`S*YR-+%m{OS+qL+IBQ~JiB^0zj=NA@ap{b
z?d_{~kMG_*e9BOQF^Z#5$FO*nsC}y!iv-+O)9Gf0SF7Hk<h7`yZ;V@=VYA)m+M?yi
z(2*t_560Iw52t4r{eCx<O4b`Vyvkfn4c9$$RJjN(ve_L<actNW&|pso1C_)FwV98&
ztuqT@!=FrPe=c>qHI9ly1o29iN=KNkj4LDukGA9apfVdbCIcvB)x+(4IUg6a?0mUc
zE@sDoW#=6z`f$Mdz2^4lXua9MwtD&O$zS~B{{l>Lb$Nbvak^eZ4F{*+Jv!P{x#)3v
zMaXN_xr)(^%LNv26l_>Ptk;*9i*fJ#XtQ3<Fs>VD9j=n)ax$fm7vR#EBL{$yt%*@z
zoX&<xYR=Srl_pD?cBg~kus@qE7{C~c27`&QtHeN7%3-ov&gWdxsIi38j{S>4EfMn8
z^5D9ooqA!?GulbG+h8&wwk1co`34NTJOQyvmBPkS9)rDz_{Bhl2H3**p>z8MYn!5t
zanPdDw@D-uhuv~MW3mFh6$yDev^_S<RG-IV(I!-Xl8VIwn8(FzQLmQgli_kgapZs+
z6wGV5zW_txh#oQ~Vi{}o=m!KRre?CuMvpp|0)~DCvzGJc|M2&gy*=}@XVw=lJa(*E
zqUEKDwv;6EQc?o5hC>F8hZHB{B4L3#K=pjV?R1by#5sfZ74!!vCn91<0Z<CpuE=5z
zt8>8T0-9=}J0KZPFwubrXNAEs5hs|(;YcSWR4G}YjYxns!KxA87v_AHo0#ogRA!^Y
zvaxizFlC`Qxy_b{&mW`q8XrC&qP@MK*Cn_O1ps3Wav5Tm-)6_0AMt}T4O3A^<k0@|
z8Er@G8FxPVIO?)XUT$q(*cM{Q2@Z^%Bi1j5D28(Op?;SI#V_jhTAn{~o6N2q6IvEl
zcF+5cX%*&@*9ubtvkl-Q(tP0V>CTqCepp+8#dd!2QOvL;S(vj4?jeHd$u!J-h9%Z>
z=_uIDNQPD{w&Qqv#ArR6=1+Q+9B>dlNl8#`P|44UG!$8KD?ndChf(cKn~xfeWn+<K
zz)dAL;8w`_d8}*k$e^s2sL4)cKvGbr$gl@DJ|D%+g*DxX1SY*GV~H6JuXy!rCcd#k
zG$6a}bUYWx^Tq^xUx-WHYzn+uM@e*)7<)a8?nEgRkAuBlITnsP>?ls85s{dRU}K2{
zX0ymCnCjVh@|n{i@0h|KvVnZUcnD8E(2QCpiBO)6#1O~O0Gnw=3x%u1G$P?<T54ux
z7HwS(@V=<=<OKainPfpubX%K%iJ{5)Jj`k6Q?zL!Fow)~HF_uM?6jEx;3EdcY`fKX
zIBwsg=P_V<PV&*Wx2v)w_1Im{pD^9AL_>*^V$rLco6TmQCl!a9u9x^ujVAh(A`6jB
zJT^cm?hQyl;)UQ{gP_gi&xVmQbX=r{ul{`>2SFYY9Z%06u4ktwhm}eNg@1(juF9yI
zI5u#=qT%-kBQ}Z6I>DUc_&uQyV}GY!LYC%GdwOyH`1-Yx)aDRXub`rH)aC19BdcX;
zk1C=n3&@xeW7gto0^Wh~nHE<NcG(!(7oif7@=#W*ggBVqS$spqrzEMF&($@pq)?JB
zjd4*Z%ES5j{$%mR+b`};&l$JYy`jOySgdD_Rx?*z^v2uC0uay9^6>KLYSQf2vjshs
zQDczP;#9*6MzJYQ`;gP(4EyOQ_3?IwsDo=Un^bSkukJ3c=fl<E=HlI(FFt$y+3m$O
ze{ylSf3TQ;{`T`PKY#n--<W@Vg#QknfmgSmeErYA|F=K=>%aZ!f6V&*YCgXmPp%J+
zZ;sDDy?uOhb@%r6;obdfI<~Gau1CFINllY^Z0Tjl_RR`umda{6nU98}4q8xQfp}Cb
z4jL^OS138nQhCxtE#Y<#stXc)Yc%TT@;T~FdTmyDhW!c9J4J@*Kyr$x5b#m%!-|gR
zqf;>#qSUe9)Hk!<bc9d7%UraWu)IY0k~Ygu09KM1J2~3#LB6OL&JNLaIzwdqCW=k}
za5Ez`H(SuQINL547bly;Rev=#$gAy6^YHM1v+9$NfA&{@@qb5x&eM}^zgIgw*=(16
z7!rd4i&LF(3YZu!wLFA~SagEDqdOQ6AP&~=ulL8@GQ9fJ<1LVTm>YC?Cllcsl*MYD
zj<tj&m$1EUHu*wX$(7Vxu23vedP`*r2UwV-#0d#SPREM|?ZzC2!5OhFNX7T3qg*Pr
zp0VNt^hzf+%=vVd`v`1Fg$8C5CURB`Kqu(#0o2c}4+a+ih}n3Uh)U!igJ9kh0^l?7
zU)&LZ4zcw>y_im+ALZ*s1?(73G_VX+(hiub^Gd0t(j!npaHv<|>I3&+`-!U7Yjx&}
zHM1qFVp3c4aSwwEBP7Bg3(irOCh^vCw$Qa43McV&If2^>h-QdhY(nuu(2Y9=kk8-!
z_21Y{R`9X(OJkkFHbyd%W4qtwk-@}D8It=Vea!_bCM)rnh-(W28=4p5R}A;Q$Cn7>
z7B)J0fqJn|#AffZJ8`^|F7((Ou>g5PXCx2?%@Owd$O2$R3w!8~^H3PXt`K*+$8I%b
zF0TiF7g89%mBPWO5BHQG%01;r7~_L(@9xuQlut=fOj%(7Uw)^}`tm6Qna^gAhof>d
zig^Y_O9=;(0S{Ipa270UuqR=XC&}mr2o`Wfd=9#V5WA>fWHZQ&hm3#?3_%Qb1SQuy
zAARI_@f7W)C}Fd=t07m?kGy72_}o-N<7;9l3gFnc*%bkHYbYIwR6w?RYytBN{=UWr
z7GszYE-C=Y72x*&FMIFRBuScH>HUZ$31AdvcJ#EW?&_+_%8ZB%t(Av|N4ST3Xsxx@
zsZ~{$7TsMnvN5}h0cNm6U;u)%fGxn?H7;qiHQX#ONSg7EMx)^pH!uSqFZ_${HcRX2
zsm{ubh|F+*zw@5+91(dFwIeR-z1T^O7IfOltJ!3V63K8F$kd$nhHM&=7%8|xDUHaM
zibOj35=O5^M(q{&NHdaQM2|WwY&QGVQZ^P(3lZ>ENK8q7C{j!dxLawdrcjJXPokIU
ztHr`S8llvZ-Cr&opnxjjaZoT+gW8(Oz;j@p$pn05K~P<eRsz^*C`Y!!Wv<5=Z}xo#
zgXpl4;$s5jGi&h(zkm3<^oPfE<g(#)Cvr@CV}}b$*vr4S2oj3nln?|-F{VToRT(8+
z5}RqYOgb_l^G}dpS;5x=uR+e(?_<>n)`Ko5>|SBpe$?UUv%L$4{HA@uW(H=*7?uSM
z=kunR*gf{RV?SmyhD>*n_|$+?^SNWR;jo5g0c|n)EPKUdoC?)w$ai&hadB}*#RRpq
z=-r6P-DVSA7Y&EQ8?1>zw?`(L<5;<X7Oi^h4hDEGq@8vhJL_^WrRNLGV2vM@Cas_u
zqCMA2&mUis;N<)@<%$W_r`uXnEYSxgs9!Gu0|A<*A+=e~zj50lj8|~hUfjF7ym!Tx
zK}{qGTPNY9RV#QEs_7&#&nzuh5xkCmEgDWsfaP6eTXL$L$DhFL2=9)ZCP^Nr)n_q+
z|ALLL<4~aSE3!U%vFTQoK9@x~2E_hoI(>5g@#|+F^@`PXZv^S}crsh}N2Jde{n7Da
ziF$r8oj*LgH)^masOOcWf|(FJFYOFE^wlNm@-<Ky7Y0r*YkfN9>1a^Y>+}03o0DO8
zc6IjX$@TLee)Rg2XCL1`y?1_abhz03^y44?;%Bcv2Y2Q#p5kZ!75KwH{PpXP|KQiZ
z_><rK@=sQyQA2MUnp|#A9-Le}zPNhz7|Z>mA3l5e(UT`v7gw_hbsuR`J>@iRt8Tx8
zjMV58ham!qW4~C!s#MM8!QhjQ1W!>fRXA;99GZ<Lz}^?2>bXPfe{WK)Q3|Kf$TR4{
zG0?kcMM0!iXFyY0r`>Ad7p-wQ!b}AuffeQvb=r-}V$vH>X`7C9o0-F9hem1ct4tkT
zz!S27*R;cGt==5>;Z)QngC<+7#d3LkbTsHRo?aiFu6px9eKO!Kqzw9PdWH>mZ+-jg
zU-8(Dtuo2G*vY|?GVbYs4xJ87ktlUgytw26dM)R(+}*fXRf@%ar%DKE(k;$MO%mT=
zG4N`EW>w-ra)jh@xb8uqAWJZtU|H>>3(`D-j~#-&UaHNKEf&SbPyHp^ffBpRK^r-U
z{3G;(IuocAANNPV74)<?%|;x|u}nw&7-*>hVm^WDfIdi-i3-Xx8de0Vz&TLENrSCZ
z?KSGOpX2vn2g+KI>o6I-cDtvSesGM1(3J$TS~*-Vld8mCk|Q?ey3rd^YqOlS8jN;P
z7+jm#6uT5JX1%I64G|=mkB1d-Uf}#u^)TW#=%?%QL>Rw8Q4Cv9Ga-bfN@ORCcv4~{
z3xf0nNeZs`x4-*cs)g7&VuJ@*MCqg(WR^c135s+<`fT=~%R#~&ysAuVw9_gDJz&Fq
zPMe2_UkDH+`M!V;B$vzWvN;ry7epd0h2#ZKjN(h5lf-&}vP<0lXr2fQylA*+^tGc8
zq-qd*m}PI5dmm`}kjKlPpmh15Z&7&d=PqDnMhbg@q}spt?Qi*=c0%#|C%CS+-unSf
zKsLi(EF=(Pw3{HT?t(&Pe+e1YY20V}^4d&-$4N7_XWzi;FklBBPN3dG!ppX6aGR}c
zuYen1-Uj>?4~7ytmvxV>>VVZi%wO@@Dexvk7xg&On6~XsgaYI>He6^0q#dy*;Q$w`
zMxS{PVi-izIP;`oM+vYYVl*Xy5Mq0si1?wD^L7$3*vAutMvV*tx-IxG`n7>R)zS*^
zfp$htg*>3W@K&LNHM3c2GMQ~8w<Cb1&}lEm1(2;#kIv-hUWp7saS~wsRLI9)%titw
zCBZ;ggy5>kERwKSkz|b8hzbUCKtDoW(Q0WXWFT6Y^J6x1J{%S;`)R+ch|SyQ1<fj$
z_lglAuy1kf?NW81`?~}mqjMz&At8Yp1LLcaj8_se#ITY~Vo|El(kQ`h^^8dEN<h7$
zy<C#FC@eAz+sJ(_^e$Qd{4p*`l7tQm)-UQNDS1R}X+i@QaD3TCr;UAUI_!%w{JVWb
zJ1cQ~Za!>dF_$xJ(|KR%pbrBW9FvgM;NQEQ^g0xmO~V=&qU2pjO2LTNnpEZIFP@*A
z9%H@(;Zg<cLJU}+U#u}f#IYbUPnHVcqhZeBzoXk!m8kS8VA5bVnvT1)WHcHL1oRfg
zwKTNR-nE>U%h}`Yd^4YJR?E}F?Wot~;>mKK_tdaeQ==h@*4kAzm=b?PlQ+3*I5Yiz
zkCMmr0o~LK4qP18bk9bqga%6vm$LvmEwP$Rg0~GeMHkjYFxLfDFRW+8;ulhjgpyL2
z_HD=BZK^QU5QUz>WHeGGXrt(yTYxec?@{+I7=)(NGpt`9zaH0HtKRT%G~M(Ehm%FG
z(wKI7%i(0)Y%cr5Cl{C4z$%$iCZ1sV$bd&+0kj3(0T{r%dN-@X?*ji4_F8NqjvmqQ
zefS#d!{asGLJxlQ@{{KepF#b)Iy%31e13U&{-YNk|M{=~__Kdw{^A*a4qk!Bk3ae3
z<)?q~Z~yF1fAL3iw6COkJX>9^Po7;pc*2L?uYLWa7cX8tdv@>QqE8-A&j98-_4;(O
z=y!BoYs?m{N&2rzjILQ};ADbnP-UcmvyjbJ3V9BCz4l-^nIR!j>x>g&I-P<T&E-<L
zT#~d8>N_+-<IYXCXc{_*rZTwDPyL3D6Js#on-a!G)EadwlYWf`qEW9rAJz_6_`<5o
z>4*ufSxFc3bfs0`Ur`Eqe!RZE*g&f}Jv%|nN1UIJ8-r%?U@^XTas1@*eag_l@7#X>
z-EV&FOYyL$R!CIy&;@Ikr`u*Vy`HxlRh?N1kCa)0-sh~Q7Lsx?uhna%CZ8P(X|WLP
zKdow>(QZVq<)A}95n^2?8L!u?MDdtCsBhD4Z_N(KQ()JWiI5q9B3sj!cfi2V!SYAj
zEdvol8ORM_LA4?*t2icHw5cY&ieM5cqE2&Dbq5J&f!vohTu;21>~Eu@2qIe+gmJIG
zzq5<l)T)+=LQoN+2!U!YMJZ<`U&tsTL<@vQYK$aU1gVtOWCG(qB+rgzu8`|s3r=cd
zl9okO1R)WZ!G`dqh<uLp6e~ZY!eprT8;twVKL&cOVzw|D4G5*SX;{f-=rfQ)0f-ay
zdehU*-h+fDDiKx|kG@HizVX$sz5j!^@$s_Av*0j?-!8#C1wfGrlIC-}#ZZ`3I_gw1
z1$4K9rHUIzlooA|oxV$Aj5LfS;ye%3uYhe2OT3HqBGhgiBPdjScXTi@h>Jb|Z3!SH
zX+{_6$bg??wce?TsOR%C6|%$iJ3Ss78%(c&2j0Qo3P7cZ2I(6zVb1^Hy?5a^?A*L%
zH(4+S^ViM0J65BSnayk7$DI=9Z`sX`eWTy*5Zp+xR$3ZS46uG-3Nqcg?KBu-Sl>M!
zJ<{cL<`YT3)yBp!0_`fHP;wWvTN&Q4>l4>>o9+fICL}M(ZQ*ZG*O&<F7*&VS1S~@K
zgQc=FQJ~C_f8^Fq*^OQjq{O{@cl6>Ld~{wvcjH<H$t#`|Y2|jMV=^;*gI`?~p;RJ`
zSQPQk+T}&RmWc~QAeka!KG%ZC3RAq#pA`i@K$WJ25RU;@HjUB=5NFf@IBiP6%e2Ge
zCuNcFds0HEmQLYktB~E((s6$<;qg@CQ5ave9+G)X1zd`UO=3WWa7#s|X_tQ&t%h94
z4Wt797|X|y*(BO*(9dqY^Zisb#M6w}_ghIhD~g49g8diE(25-CWHpRigF=1|{f~CD
zY`#qBKw&CV=-uvR5={^%EPUPWI=yBZnwy*nhih`8BF9kAGy<?8l*3?}H7HMI@54qa
z+R7#fdlr#0^&WGEt^jkIV7Fp~D^Q1S++h=%@X{3?0B+Axm33;G>HpSy5&#gVm9mP0
zBC@>0$9Z;f@BHGj+ism5uUQ>t;TlI^tHx4sc*x#-nvU#dE}JWtt0Zp_fiVe8IxVmv
zSSK)PBHg1n6P(;GrubCh{-G*eU7aJ?A0M68YM3Z!d+d>O;k`T{=?#lR2r=VPvO6Om
zh_$p_Z4?ktLzLBSwyVW*u{qeF8&|Um(p$jeLIQ=|tdHn0^u%BWuAt~Grg$T<m-pAQ
ziCiM8p*@O$H1MBjFv5Xn?~c#1n~v!4Ri-cMpBS^Vv_UDcb|KryBoF87%Y&o!c>42K
zuSbyQ+r7i_d^;GQ%-4fjYdM^5XRAejGHUgoTwKgL{aUtENF>V%i1%?6Y>}GUfLEbF
z%;ECeDcyGZA=+^fuv@|JUmqVnJUd@amX{~zKYaP}<>TiUM`!m=F3-2e56>>{pIrWz
z|MGXAgFEvVPw}(=3W$N&Cog~Yn?L@OKmX;Q02t+sd@!O%_2j|X^&=4X*H52aKl;hX
zuYUfcA3wOf#3ocL7O{AtcpR+pVpD3}ZdZVO0wt(5!B*u<+^g$_9FPTY%|#vcoN7|N
z-5Sm(D^*F-i8z}h`80|-#+V{yiS+XIxp=i2&_OHkORITNim@)NH)>K$V&O>54ScX#
zEmtWe+m$qO5cR98`Cz>mpC0j#KEe|`s^iTBZy3%c)@s9kkA>j<i)~sJwwuMn>obm+
zupsz$$Zr_(r;|QzF4}LQuYdJ-{~H`ivq`7lW8Wgo2ep2?#Ar4hwbzVO!(p*dV%Nq_
zfwL>-f7X$#8bRx@xL{XUE9bD@Gn@hHIohs!bSTOa^*XHl5Qub&J6nKMhOMRU(9dcZ
zm;g4wna@&bStwwA&nby&uE;2bU8BjIM{{u@l}kc^m-G%DPNr$Pf!b{FqzJ%=Bp1%4
zoUoerDRXR~s%g1oOvX=w{?lx9v9dP`IqW?#^n|1gF&?iM0f$j{P$Q1i@8#1O)Gh7{
zv{6$Q$wXD4JE>G_mZ=?}{8xvrjYrejU{qjRk%+NPA=b*|hKY=0IBqsZFJ?s`8l){2
zLkce0rs6a%wD?g`g-|FBTRqmt^a{mA!Lo0l1(^QC?|t)IKlt{yc5mKbkEnyfaB77j
zcB=yl1XL;pLNaYc8>C2-I2iL3LYd3Fk5GoH3DeSJvjL)rAO{5krBp5!jx%a9KH;vR
zgBvgXKU=oYwKN&nBv>Sg!HL#LOk#eA6Sg*pArkH&@ilx;UN1wJ*KWnNMO>6S0x}m(
zk-N7)H0<2D{ox19V8%N;0S8@>qTOV7S#9ht;oI6whKSEa)E{TQ%S_tQCkqH(lsuXV
z(}9Th+xB&^QpgWzos<Cs+Z**MisTh?+Q6#g%OXw5zcbztMpH#U1Ox10^eUn@Q1X}-
zB_e*{Qdwp4A~JC~?%cxkjt?rsuFGtSd10|Sa6LsGx<r;_$sG}D`7E2tR5SwJ0Mr9t
zMD_>CvDDI9mcXMduKSHaInynrC{L%Lkh&R0DJpwd;Xx1;pk2X%$FvW>-7n}4x`1BT
zP3ttQdjL>;j)v_#5}5EV4fwUNj?7}M*{c>&%-F|)iURnM7rdIsPENBDX9N<!R$vlS
z-B`T*X&>{LSF#&2I%UGi2g6Tb-*Ee_?^2D;)FgY{W$cw+Z%NU}9Z({v1MNkjo1ueJ
zflEd?_^4Fq18RX-B1(|?NBLYWF7|S%alKa7(xXa!!Z|JE!=jdlS&>fbk>hA2V6*Y^
zvMfe>jQbo_O(eQllm!S^xWY;?(QCX5e}hvE7B$u5fJ^4xyQO-qVENO2x9atv?8WS+
zkjY3VI8~Ce-+`13OK`I}_PD(JFmnCWtw!i#D^si$C!|c0fwNMMc3Qx+&CZY-i%2NU
z)q~RzHHe*30mA_6M$TD4S&@`^KZ0r{IGKZiU#y+odx|MEU^h*=O^#!ERULO5?K)i^
zwL&gQK5EQyv<yL3M3>LQe#vDw+s)be`QhQVpv4MEh4e(I3DCw&UorZ*f>cn^l1bOL
zhYU3(s<b}<%`2yr98G6R6buCdJLeIn$q=*~WuGl*GcdLxeDNBxUoNQ$IzvlJ{9ru4
zK0aNIrY{~mVyn0ujE<(WRkyzxOy}LfVmJbqI&2L9LcV(PeA@00>)i%TVi8dRXXguY
zV8PhW&;{ZigBghi9A6}JabOY&xp%NS->$dwHJI*)_n&_9;z#su-#@#5d4w_dfE?w2
z{jdMWXaC0h#WVaIyaJD|AN}a#pZw;JfA!n{{?FE<>9o~87>@59o;|um`+9gy$>Y68
zpT7F>&wupONB6JSvuUT=>{Oa_oZ`$4Wg4qV9agDeW-4pLq%T!^xV&hdr4fwH6y-IA
za=VFZYg(_hE0sp8iBl{+=wWrLU<A)+Rr(p5HRckcLTV-zt5S`a)==YNjTTE;3`)ap
zsa8#QC>R>^HFF4I<57=s4OcuIi{*4U>38p691glwfUAoM@k)IsdZecs*PT`c#KZkd
zJotlt6RD@Xn6(eLWF#{s`ll;Zhu!w&|Mp*ylB-wq-A)Cf{<vFWJUlwuE*1kai})<c
zCHxVY*<@L%wHcX`6tWccKSaBl&4*aRa;Z2+QASU4;w%O5Piaw!D=M)9gnXVIu3Aj&
zpb_XIrumX+I$1)}02taCjTS6ZGkOCi$6AaW)qIu?CcOs}GrAbj=oTU=re$Li*Jg#8
z0cZmow{!wEjMAQ9qtXbtJoyw}cbaO%gVhSq#+=A^y#U6F9p&kEqMNmf4Q4j_tf9FA
z?obs5ISIz;@n(e~Z!ud!vL{MO<N?zzPnrxOS$X*RwG!kpymsa7e8?*T;9{izG@EFf
zz>CP7Vmn%nC-5uKKQk(*F_5hlMnp(iL=lCsw@}Er9ZrB<OkeMQ@B2F+-ee8vaJX=t
zfQitzoSe-?5tIi2+DM3D#2N{NH7Q1?IKVEZ9-7201{1Faz2P)kvQr9qLsB>r@&eT2
zN{-9jPL`h;3<V6h7PqC8OoYqJCy0J}i^55stHX-L3s)HWM8M<06~==j8VN9sqHO|?
zV8nKB-?W(aK6w9Ky9LO^2Mk?%ckcR}Uc=6wEJ_S}tVeOq@Pd0C9_PNrzPD?+dq*D*
z>5+60Z$!D$;SzqENey{j`#K~a{(RWQiqo8mVLfs&R*@ZJm_h0ZJ4}|lH;E{E%v66S
zu*3vymN#oS!i*7I@iakWM+XR2An(fE-)8U{_i|z^84_H328yBCa=IM0R--P$@vw1+
z4QpWmrGlvmJZx5CVWgleRg?0lT4-jHRh-s(7B7WAKjyJk>B^KS^wD&Bd?di$Qx#+J
zU?dZhTO2783Vwbz!4!*UNhlLBV7C|%nyDnletem1zNr0@+*ZM6N}&6B9iq*MA-_oW
z5X3<gC%jM+1De}fjQDE64KR2ITuHAJfP&_6<U}m-F8hZ!GVmo-r2}5n!w46Hw-3ob
zC!@3!%3xsg*;%EuZnl*`aMNk@bLptt13b3H=%VQjN8}tEjFfc26Bv}j$&iQ4re3iv
z%W1$Dnp{;A8Za(Kj*!Q1*%PpJdF-s)z<;4SVrJu)HDunCUG_}Shrf$<A=&Rm5Muyy
z-nuE!J!IYIbG-WK<);dW36>)m#Xf~}fqgf51#;88i|MZbHb#XakzGm~N4@^2Hzc0i
z=}#EFpi;EE0PRY{PIt+&zDP(sjrpDnDEVP>#E@IStPuIG)H<XLC*u{wupYT_E`<q5
z)dI&invBLIuInX;UYu=-Ou}CUe*>kb+ihPzc!<%06H_UZ0^@`43#%o+iX074xAOcr
zIF{hK^12GDjNHw+BO!*F8xs_}Bbh2x*yBJn!@N@ij<DUxuQV?#AH*(@ZHM$xM#V*^
z`||$v;cRv9_-xu9&U*vGkB5`#*<!UCj@HxJ@#b(bpk1W#$&*j!{Rstjm1Mev_9ZK+
zm>hC=;7f!&o>&mLicRHh?bM6FQ1F<#pI)7vu2;+P^y1{+$1i{O{PC-YmyeEDM;8aD
zSBFRE2Pc2`cmMn6;LiNTQ~d0|0>Ap#pT2(f{7--J%isR#Uz{vgtz7zWJU(5_uZ|90
zK74}vi>~dDAHRI{{MCym&vmCzJl?I==#rpmXu;v8-a-MZmsvj*CRo+W;0U@1FP&Pc
z%?hksWeRAN@QzL@6-W#1atS*<hI0asRVf<Ytfmm`2}kek+-!mEYE*{38m)qq3bA^G
zctCQe*D7@yd4@C;A$E>>;IZ8p^_d}%i*onxAJr?_HAc@KrQWsqsEwQA;P_z197eNa
zA&nGIK<E5;ae6=qva_6a`J9Wh<HcgqXt#xM_-kMK@3`mI%J~WZb=InvlAFa6o>vEy
zYqP-I)N8ZslbVfot23ZS4x>3YyH>LakH1RxuS|j*tX5*&YmR#z@?@C4xFpgbB62VG
z+Bv9_Qp9|<oKKlum~C_{g%Tgqgp|)viqzKu6FrZ|*`+l+LD*Ac3s}gjoB5b&gzGK)
zHd-0!U6jIMEG2ZU&`GUHGOg3JOrtm2sGErhjHJ~<iBN(P^0rDEiFE|YNsj_X7M?i<
zjW}LzH4dHQ<Y?WflbpmGA^}BgQW%vdpeA8i2WOE>DGBttLT<o;RR>BXjt<$zQu3IB
ziq>h=fc<Y4i()d>s5TapF&*p6=>mUCl{9*}Oc;}85f^{c&Mk+{5(J>l!90^;x5)P9
zz3>0v#t+`Q`R;q{?)DA)UZ<D2i{)U5!bkkxLRbuk@PmOZg&HA(Ck>KoWKHL^7)|)%
zVo^zvQ5n@+H*ex|$CDrSfV0>Gw53Uy$}r!%X*pEFm|OIsZD3qDxCHiG6dO1!a4<qX
zcfiBm&=K)@<cL7>(RlZ+UV378DA?n%nPJM`+X;9<x7y5xUG^}TvsgYRB2k>}Ogn7)
zAc1>ngk*u}v{KaKx7&eT_<?Z+Sk};kgJFIj-?GnQViF@Mv48hNln}`O-1P_*7J&NO
z_OV(?eioM&8pPS1Q5*@iK1QVx8#fh5yGZqOo<OI0KN${3=(PcZ>9M*EJARW9bgE$A
zhtaA8efR^JJi&1&p`hDj0Qtp!hYe9#rwvdI2*=4+Ny|snL7~M^#F<o`1{2FT*b~)M
z3}ykVC3LV3rwGXTAxeCNq8u-)2|s4DU;rek?6WhjKqbXRufk;&#TII(rtm&G-pu(N
zk(Hdo#uHKf4j32Mv^2k~5(|Q8pl%!7gdUR={Do*ZOOjCvG~`Ii?@9)J$$)S7ogdV}
z^1mr3g4u<-H7RGE#@m4Ud-RD#!)*=%(I{EP8eYDr)JSTC9Qzpi0-mJb-AyT70w#2=
z`W*BVQLEI&XeFa``7wRLNy`X6wz?H~!us+r$i&sq<W`z(tiYrSNH!Vv$R3;H_Dvud
znA4CMDb@_x9FE;x!;N?ShCR_@4w(%^0Q{t3Z@g1XX$N{@y4!0u^dDJ7oKGi7obL3H
zfzXFf=ku^cW6G_A(UHj`<I?18h4CxaZgV!RFD7#~_&|3Mrx>>?IjvdF%m!Fz*%T|C
zMv;AGLP^a=GyM8#Ne9$ZCjlLWQH?r#>bbGkf)V7z$4b6YO0t^A6$0Pp^!)VT@UVy^
zSS}qN9rGA9N;D*%X1JtA`BE{ocO^n6WjUpepz~x>{GuoMam0j_BmgjsaI~|VF(m@a
zBP9xU736U-9xW>p9qwgKttVA-jxVntoGi8vPVWuaJa&59@$7PQcrsg@EZ2vt!^8FQ
zY%p);YmY7-FNceMohDxDE21S0VKC-4?{jkTIh-Qz7XTD`B^ld%JeT&U-}my-laHT%
zbiCPK9A8|YKYn`u=|lea;FPlOljZ#4@bG{BPyhL!{^_4S`}gKAp5bTx704$NFR!ov
z>{q|}cYpCWM~h_x7S?=vzFIxMe)z-ZACq}}c5(gD!{@J_zkdGYqs45&25Qo2jvJNb
zpg-wCA(%`CR14+#n7~=4OFLhLM*%(yqACTD;9}@$oernmm(fz%P1K}pt4V=lpW|M)
zMX(Q_SB%Vmx1MQ~Sx3UR!I=}#5?Z?rCp*c|)vRQ2K!H$YIe4;}w5vsyT*NC^>%nF-
zY}V7mK9I2j)7Ny+*vz}jSs(ZK;dYUN_rBWTpI<Krt9cIzY}DcKmbyAWT{B5)NxFEx
z{*^Cr)8#Tq>jz~!<3WSDXtiJtL(WQ$dWERqNhhLZJ;2Qbm>J-6;xh+5oUOfHx7DgP
z+x2d*wb{@T(Cc^mZ=^grQlju@p*Q3*2?o$=L1WoUl@Eg$JxEAuxaPTnwlGE12b0;B
z$RPIIY&OYUiS4#rWVuiif<97;bzXuLx5O}+NRomW*Wp%~?%t(2k*p_(AbLe$HUgc%
zfUHO|uRQZGzT;sJcU!yD>0psYDZ+CS3Hy1-bTcM!($+}ARfe4&j*)CiAqI(^4?Izt
zCYN$`Htb_O%b?Q4WMU0$N6MviDW9N8lMU&~cFTW7fy6X~CHVUCin>Rln><L`w=vbX
zY8j{9=wTAb5GD(xRT;g=@1`n9qB-&Ad+#}Iw%t2--+TK8*e){o0Y4N8FH0PjctMXJ
z1Q7C8qnKeXiU^X^;o{43Yr{T=Cyn45XjTinAP?G@DXT;TuM5)`mDya|dFff4u@(di
zpW(+43M6o42YfQj38w>Y8137*>+y_X-10hX{2?n3%g${I899ktjdu~j7y?Od;*Rs#
zt@}G4dYGg1;zeIFDnUby2iTstLJs^_J`DCQqaoz<2rh3%j6ynPnL>udYu$&19uGJn
ztSSQHTOvlT(`&<06@qZ(wx=RN+PZmN6c5}38^M1(_Mq>Xix96EqN3<*9v4YH(c>gL
z8L(OO;vo+^N2;s+vKLl^8T<XL-FEL|;1}Qnq+<g8eG2Lp3B*Lal1oW`O1FcwDPUF1
zD`GpZ5ikU44$YMtYl*UWXeQAxa#JcSFmd7j!kykqsf;>dr`u~XDqbfu6$4lz2n-gD
zf?3h8cwyj&w=C?bCZxpMYLh7kmx6^@kg>2N>&4b}B@%P)Q;Hy1_n|rfoUh1YGUV>0
zVnxA^FOaPtF87edScnGUIUrIs8K3BC#1rUsR1#5Qj9p4tB}#=787Y{-X0NL`3H*_{
z2+UO_6{P1V(9Np7tk$GYJQk^8w#=l66Zb3i0t7H6w(5eeQ~Ml&A`!s0EL&SZFe0pp
zA%xIl?iF3uh~478duQjZ@9(_xgFEkh|Moj?z4z^J-~8V9@4WTat?z!v^8O9mtq<<L
z^L@*QH$V99cNugigWl14$!^{4u!GT~{eew-kiJoVZ>Uh@CyTEsOwYT6BrkLa7K^-V
zusT4K=`<L!s98g;f-0LpD&r8rkq3kq$FY1Wh8E5w#+9>{%Z{2Q9RA6uzn0f9ky4qR
ziVFkC$Q0=&lv0|5o>b1Og|wVXNW4$ChuisLiB`=KZ@F3l*QchFWjB%+*o~r0|CAUH
zy6N3k!am+9%!0HqkOIodQc?Hh$IwKP#BY56yNs#HkPC&7<4m4Z1qf#93FwnbDxFg9
z#r+3|)AhaMd;Mx_P-}0;i}hf3G+Q1oXr>$=ERP1QF>Q=buAWdfG;HF?$RcKP^x*ds
z{xH}XN+l>-MT*m>FRzb_1Bv5+-F|*}{`#YzoNkZa^lLwO`rzsH>E*@2@#%7fCU(49
z{!f4XS6@tDpY_4ybMgF+j;>xjdj9KQ{ttisKmMoV)rR-=`DSymJ$iik;G;*+o?Jkj
zc>4M&!IO`kK6*JG&FYmJObG_CQL8o|j@R>5zukr4Kw6ElgXybVZL~{Rzxcn6ew`ko
z(zrKZNb67(Si_*MBPME8R}2T)luVOMy_)WI>iDd3YPg!0$zXAnLjTFoCQQr_;6o+d
zEUJ|(F}+N!oE>*tV^ptFdN^v0CT%!dOjZXp0}bHH=P0lyE`*HM>$DzSUs2ODpUqBB
zj_1US295Kh1$60?%@pbW_z*fhE|0)he((1_eDCdiTG8dToJPq98BDH_P0*v$;hXIn
zRk?t1BK1-RlN&Lj7UYO-S4}9>@raN(n>y(ISYYAa588EFyiwAKFY$ozv!wu+X;NAi
zXduxWMUol~i$!c<3^ZJk^2JJ{kJtnQZ8#dhtR^qYTvxydrLP(ym^X0q5@zRc9S!@*
zN^yb5=cC2(uDV9UKJ7mxy5b^Xiq3g-aJOp3RJU1I<RoS@aNIdmF4Rc+yD6NbC^0P5
zise{bt+&V2ND2{&PH_4qfv)D$>FsI@m~1tfuYq?|s=Tbc6!g<E7SaPnbNIn}!oCBR
z1>i3pe^pO<<z~Y!hj4x>1&-=88q~5rx^`eMgu;Xq;cGdqEc6TkALRvEkIOAZqu?gc
z@r-xw?0tC4YA{gpX0t+(a7O|xTeWn84kAqTPLCCAK4O(er_-~)G#jzfv(w|!4bq;-
zBn(xCb^3jDaX=J9ZnqK+>tHTqFlvJwHUf{#t1L7<P6z#%Ze0x{_0I%rwVU?cw3##a
zS<U91+mOLHl_R4$&6e9YZdeRPBB*wY36?mHdOxa2h*hYc&{zm^tjp!uH-TV9Zo;({
zc905mg{)vX?U?NyyLYk2$Nbia%ZRz1Xk<JPrgF$<-6P=du^0+*fj%Izkj!Z;zjzu6
zo~6-%bXHIkh-{LdUT+@@%4{s81YNB8$QZg!MoqxF6C+9*by^^RA)}$*upYuQMm;xc
z%}iV>Xi8pF8|;E9TTRQAbfTV3RW!AO97@4<*prP3Y_egCLEr@jg{V3zQTRw4GMp8I
zIWYtwpWS6Kk<yu3k&qm)XJbJcu^aT<ghFBbW<er{a+k{Za>;A9as#D1MhpAYuosv=
z!wkjN6-fXW&sY^O8**VUfG==f0Ovh>cS>TUA;<e^HEK5njCXP@#iU3r5ywK`&L-(&
zf;m=^LjxKybm2uRQ3ab2Tc!Mx7;;P;6w*~D$+S{avDW)QyaMl{M|;((P0@Vg(F&-(
zSiF)-k<^<uiv3dBard_3_2F16#>IXC2Y8ImO0U_n|KZKO_us$qz3-WCeQ3FLbLXA6
zvEP$0rGd!s-aBa_;M%!uzkQo2(QCMCzXS2!YQFO!OLh|69EH3tH%c3%Uz9DB>V)X0
ze1W4Jff4-baUoDI<uSqX`%DH0A_&X$3Zq)kpHiulz_gJkO$-=^;}wZ--d5FuPRIwB
zN6jT^mwr9htL3o(cR+~0CiH4W{Ipm=8O*2>>*#$&2~`YGlUhtCbRTOK?<iF23wn4^
zp$qx!_F$7ss>pyjDV&YLv=6d7hABreD=Fxt6rs9^6*Cp;q-(KYv3yix00aYISaxo{
zN021ybu^LD2)R?s4v`fxRwm^twQ{MaSNArf`GeC3gL;?U;-WX&j26es&Dr{3+#*_z
zZFb1k<MF-6$Mb_hjh5XM)eHsD797UN7u#((1d!c;8{-Y&U=q^v%YMvY$D7mZi-%XI
zlnrekU+L4=!^?+<v-SCUd$QVWr<33Q*}wf_`ubc<C!h5v`R9NB@1H;Y$*=zCFPOeg
zH-~5(oALDe^y10AM=u^edwTCNo5xpAU%h<t>f;x$@&D-Hnrv>?>(HYL%d6Y$HLERp
zeP}*ySMmrc4dCb1R;SUc;`pjopruYnGa4{P6e9NO^I4CCB)9Ym$MSTn-hiovQ`m>l
zgmRvuW(WeO1Ytf6NgZDUm(qGct7m15Oua^K%z?I&n_xFB<wzqQ9<7nyVCIk)VkiWw
zGoSY1&TqB{fJP4w7epPG3%m$xY9bf&;SAp@u+w3irpTj%Ipva}pzxJ1efj45H}IqB
zmEqtRa@Z$YlhLqTsSHL#w4h#tt~?PF4E=)|%Y}s2>JN|4&p?CW{vz#7A0^Fe9AhVB
zGV@ACiQvsZa%1l4_Q5bT>CD|O#<^s)TuSA0D#0Z-aT*6%yw!Bx0i30)B}D>#1fha5
zrU>Ajw8qvIbq@WhUM|+kFcpD1$W+Qui3#e5x*QlC`aF|VyX8W}<6;Ek2UN{zm9&Jq
z1>lQ#qYl2t#FfkN#4GtEQx+}N$YP+zR5jV+$+bJZKFiO>dJgZtd3kY)L2J@(U2azS
zG~fu`^VVoos2Bj$1~F{4Sg>c|@vqoq_4)-mG@-dQN|633sbnUs@w02fA&|r{fCOW}
zVb8)83;I6%;QgTAhXbET0=1INW6)4pJvhw!-~Z;nyz%y10k0=T9&q36vf4=y*ukF1
zWNv642g_Dc@<1R7C;EU-NP4%USBkJjbRwNavC!+yFILP~L8r$}8KTi>-?vDD7#AW0
z66wFTVZn+BGQVn0J3xEC+sWbsx0wD{+)f&P4Yxipe0Y;DW!b%J+SzfK%)1}nbX!g6
z8&>0<&9H-c-fMTpMM)7wm&u4F9@7^#EjfT~-ieUnHtq!NX3Bc>2eZ#=&rhk3-)6v6
z9CkRuU??0GW<IK3C?3K*A9Xp|QRZdIYc>WfW=NsFeRve`0Yng&F^UnxVa(DX$D?i=
zP}UT`6=D?5Dl0Q$1Cke2%{Hi&1J-@#-8-1Z<5=1KSmpgHEt#YmW3d7&w!GG_lp48$
zCWu99sgnt66BA)?j@?{12tc5epmJLPn-7$gGH$3BfbnS)<MTB^(uk1m@AK_CMRi!s
z=&~uRs7ScLme^s%&rb~yQz+cCL?FNfh+VC$$copE^_><R=o3^|3p%{iuX!wW>I?`<
z_}o<~)=p@Ezwos0-*^iHSUan>GisG0vqTIRdmB4t#NEp(l>RiBvXTiTzGb_`hLkOB
zNsdlS$)+Y@1&7O8ltK50l0qQvaaGw)yX;_Fii9snYvOUj-j<@8+}32y)Qbb)vsnRy
z?7Vx!c=M)x=kCsX@7Z>5hwOW*-|i*5YS<MlCePmO!2Vqz7#fiT3j}_z=(PGxrnuW-
z-T4p*7pxn6m0^#QkRz*huv#$Zl_-c-BLZ(ijPNU}2Ozv5>Wm1c&=4{nPQ*~8lrP|>
zXjQZ94fReiA;1L(Gng8WgE^&Z8^nDjo1%vZ_pA~Pb*qIQ?t!F6dKzN{t9}lTEDb6-
z9QDz(EMfJ)8#W*H#-qW>@!8qwSzL-_QVD2$m=5@bgdf7_m5B+|H$b^(xyVtAjVD5}
zDn<a3pwwZ!m&s&$@IbmWeur(Qoe$mvu`+J=V8_+o#AXSQmf*=G6#RG}J$!n$++1$Y
z5xy3KF`i*Q?jN6SM$=KVvz;s#!ztC_56<tOEw{r84R0D3`Z6JixD>G4XnFA2nZ7*a
zXn+!PVEJe37b5d~G=F^W;r02wvxAfCle4Gy9zMN(cDg=U4aNu4+5O|g-~93qznH#0
z>x0SX<@v2wXTSQzZ~pqX|MAhq{Yom0h4S9f$;0z|FCIPxI`Npz<D=&<pXr;&Q5XI)
zc!4ZBQ?FVbwL5&k2V@UO>moD?z?&_w?X`9(SJsgQl`5vwZW}`b;6PkhS<Ym$>44Nu
zr&H`;Ln)?MTx2tJZ5J`*SF3e>-oTQfitHtc=FzUv)+M##oH3!o6)D?oXUmloU>%I$
zbcv0JU0NIGbF$iCRQsEi4(U2P+Mb=Pj*e!H8e7il$FE)=ou18?v!kPf{-D?CHn@15
zLzZaP!lB4lzw~8{K4?meKydZRW5SeRrXsI7Bty-LEr$@NAlXeBZkml~Q~;w-uLo7H
zv)Q~}E!4}I37&ra7)y*1LTU`<ibu6Q*akykIQCep0L0hwYBnu1BEt4zgQm&~h}5(!
z7F0ziYH`kma#1X-=5s3Jma|blLn9wv-5>)Y1~z)&2Hm=<#8pLs;%M6Wkm6hxpZH%$
zBN8AC3qnbUbi`!Q4_*u~Kg?PtB`6=vJcKC;EMT5z*G6wO4=0nNnNwNus&#vIs|{w_
zY6ePzb|#^il-I*<nmMzMC#?&nOooq?(q_|Hr!%NET722*uuG9#Le-d(so-R<hK9+-
zUIjE%%&7`%CB_XKmUu4d!~+~w8&VQ3Ebu<nTmg<5ze{i@puv(reCG#mefOK++`D~?
ziO6O&2i^W!831`4xC9qu`1WAuxsSLk20sJ?zaNwY`T}*{2weDeQA-%2OuKh&W()m~
zSkS#r7b$}bY6OFv!AN_f$8OE1aAdn&Rx=EJ=w5cC!MSh5j^#3&8LpVS1UGyx>;9cP
z4g;PpyK{dJbUt;-KrQ%=Qb-7Se7a=?+^c2Zfjh|Q6x@6RP^)*ENm23J@!NZ-arC$#
zECuZ5L?o;+?kWmS=4il8mr%&1za}xChlU+c5*Zj7b~B(ix8bgJXD1#Ak&YxXNpUtz
z@_^06M$fUc<I{cM9x$ppP2vp%fIJ{kf<e7R#}YhDm55@%ExIg7ZP@I`^(>2@2KVfU
zA9hwFonxB9VohcZ5Lrcy6cZxa8e&~CfF2cBShU)hReaDSQhZuA1zsS)TGmQiC2q6;
zjX%AjmIv^akoiV&_G^AuUXvh<!6IOI%fN;TdPy&m5M;i3<EVGWoEG{eF|><TV>aMw
z;ffE3DcuJD6|*^1!XrVy?xc!`J6Rb-YBJ<c2K_kPvQi)&@c~(F;NGXNr&{k7DkV9N
zG*{Q;ZdR)+!0JPzN(Jx*1c_oip!>UsZBpbN7DS?~{ve?H5mHh{v)<it?A?ibtU<VK
zyL%2ZQ?A!?=Z@RBAF$dBJR$pj%x4YQc70|8L#$}C@Y9Jn5G1ME^h3r#A`6&}8H&}-
zyDp1yJ{w}?qVSyntQMnq-Od4lHyyCMl$y$@8aBTKj<673$}I3?Dj3>Lj+h|3umt3|
zxUoq@j+RB1=@J2C<bD7YwXB9dU8?}}i{b1-X&(Y*E%6fisA<5ZkxRumQC?qN4yZ}1
z>LFn|xlo@os!DPRd^BSC)x{Z89qmP=Yp9IPVx*VCd0C*;o*lg=g`z=kPSdrxv>N9`
z84LLV>k*j-KmkUBL<+WiuifCb?(&OGDK?w*vWD?Kf^0=VyQnHGc0YdnoO11}!}ET*
zz8Xx{quIsg_;j&7p07HU#(J_EwR!+aKy{ri*AuL=S>E!QR6MTI^a`}kVga>ELYeW^
zW3gcO;%pTU`rH;1SJfXqfBwT~FP>c9e{gomSGYdCcQ9SA$Ft>dbh=vp;tziQ#q{-g
znNB|I&-3{B_>cb0umAcl|Mt=4HMvB7!><mG`FM68&K;)52lUH-^z7C1r=LuR;{tE$
zYMHh|_H8I6^KO@&;_wa16YP1b-X3)OSvb%60&)nnXC$%dcs3i&`yKest=VE(uQw(%
zN)DTSJp1*c8W%C!S1Oo0Vr(TTc~s>{lDZH;g3TJnDpVqx8H*XEQBHO0*;<KcWE8`A
z8<&2)fWIDJISIuTMx|DDHR~T8ED+634yK12#-%Ebtf$YOOsAuVj~_0UtJ!jObi5^T
zxmqnSmIwUdFaO@}*iD8)k~WY!mD8KmxZSF7bzRP8)Gxj%Zi}mw=%n$rlEth;!|3&)
z?$0{i5z!oq7gbqLIBsUkX01gouUyDA@N)Hs!{I;$yGmDZj3g1uQ!aS2jQzF5CzR3}
z0Z;aIarB(H5Zug1qX9GwMnVp(X->BU6Ec*NREo1HZWn-6(7J;GSPULl&|{N=?q0Jz
z?sd7IL%L>6jmb)9FesKvsdQm57(u+p!G$*%&lSBnX$s|lSSk_&UZdJ9WlM0wnAK=1
z=Y)=65NCm<Xq8eK$abfW=R{?V_@=ZjM@F7RBzshlZg^FiR2cx5ET%E8luG306-3J{
zHvlDy{6)BcPH|OE?(Z4B9x$g!Kv5bG-A)%Bm2eE~Mhh+NH8@lmj`R5Gupo)yFp$gr
zFaOT(nC{$#a}{)ZT$Jm1J!}$jt-CFIF}AKs#A>)h$s@NmCq;p(8uSGawb&$5bco40
zfRjhiH3^BS6>%&CgESzEqRnJ<S(xZtKwnYSXc&))$YNo)W#6K+0%#ScX~>Oe7J%vM
z@xK4|+stE3W!ULGX4qUNmWFtzGa9JTu*c#|1VeaN$Um}QWlc$6Fzt%W9{94*wXi4Q
zB10d;`LFxdJisLNY$i@HKoc0hHBn&Vg1D8Ac!@oV9$PBn3p@6yu*8u?#(*|t4E(GS
zCAW(XXur|OIxk6PR#mZqK@6ZZ5WamL6{3`D6|&qA>FLJLBkIDMH6>9z6ku1ViGgaG
zdgV9~#YPeazQR3}*+~nyU?!jfNlsT@6xCoT9gV?*Rq^CF9c3jUps>M!iUyccu(V|f
zGLRRLB5aPB2{C}>qCu=gi$Q~38q6`;5~)F?tcNEBvOZ3D5b2My9;Y=&NcBxYQVG8q
zoLHYPV8#g_)*)H}Pb%oO-MPg-A%keFDMNm2Z}gR?g&+?gFG+PRHL2E_9#cYO$k`y`
z?`D*KPOWK)KB8_ss)fA`HA<9{2T-QH(eKYiB|g+ZFiZ^r`B{f^_k)}E-5vKnJ7P;Z
zPSB5<as|(S#OaZIA@;&Fr^YxK81BS;ZX9<7Nd~nVv>5C=Hwh7V7>sY<l9;7EHfXni
z@}4|?G@Xo7i9|7#V)MRPuaNR3U>y;DQ{1rb@p5T|l__6HXb@ep8nT#_PQ+07%Q?c)
zbPQy`?M#Lk)?~rQJKDjSjQt!MbzBnhTMmFIV)~?mo5LzqLG{YC*F2{$t%CHeF;j7b
z>oqI0Nq^Yu;qXL<=V&$@^k(xZg{<&?2u5-x%*Mrn9Ia@CTf-U~XI?8gjLap4@k0`I
zr1?6C3ayG^<S)3aA(s{TOBUP#hk+NwwQsCs*gmkHj?i{mPHJQ{h%mgk|LAbCygIs?
z_lB@lSw5aD4o{a*SXbRjebgECYMpwaa&dfl|Kth?STUhivxNd@T;A;%?7`ULX7o5X
zq2a*P-zjh>+`s^>t5NsUkDvYI*^8e%d&w5&>Gh+Bm-mlX(5&a%DX#w2k6-=lAOG<m
zKkK*UFP`7$<rVl>KlwNR;otvf#9o$7fT7Md+s9|8^fErX_YnDu739k&AH96>dOll{
z-Rm}LTo4e$_2px`J8ZPZogRp%E`46*#&j@d?!wH8o1s-MvblqON)tEHIBeUsMhy*$
z5^iA0^w%KvfN7>bs8*x6sDh$ZE+h%_<nhpg5vx~|v~DNj<8GOPSv+8)PKAOoY(-2h
z3@MFj3Et;?)?P11EHoi~Rm+8g?P4}ToNthAgcb%l|LAxFtd#2>!_xL}b9l7G`9GhH
zvGlV7``VX(7n1{+M3Rh<U1#vVIyGILBgLIgo*j-$1!cr$v(X{V$Giwpb+g`FUOk#l
zSDW>cCy=W&cp0F3Lc!=Zy7a&4^JlSyo`oA8vOOo_Zk>1$@KU`S5qlN;L|S*NdhKJW
zTIHomDGZ;vbTKOr+GP%{jb@z}sz2;7!s@UL0Je--nv7D!I2!WVl~@QkJrf8B2s~o=
z=~-=LvT(F(z3zx~Dwq19o=h(@b-Y1CR3QH(;{wO!L=1{osg%y~b<y7dWU&Kbxk>v_
zI+ex*wi>n$ru|Yz6$L*p>JS03$j%phnS^_-QO=@r!Igy&z#WE(k(&q$k#46(be#|@
z!zY92{+<D+m7i;@-wBb+X?Gydk<P<@A9A|bEGEQ2BcH&VhYKzuutxO!;5*;@_Se7u
zt*?Ih<~wgYS=hm1f*e5!osvq(bPvh+>a7fQ7K_=iM;~=mj03EIE*{~Qes_<Zsi;#p
zbR<5!3#i%<;3=J?kIA@mn+rQw*ATEQk2e|$O0b5)0%veuAFs`ZAB-iY&*@_)vv=z@
z`%27pR2n%<2K(Jx3`^F%9n)QK_b~eXKC=<6pqWoYfEW3K_@Fq@@0*-PgTlrQM>p-1
zW`q%6hPl?~;+_sF-(fN_Nzyk&IXa3K>?u}?NL8RaJ*K<x)#D!8w~Z{h6rY#Cqnosy
z3pTq8x;s-1h%FXyy0I$Y!rFv28VDV<3Koc<ocOXnhXtvPM?#$t729+P0C5^OOP~gV
z%!KR&leo~OBH)sMx0Z^xGg=$TR}AxkogPkX4ITv*16Y83e$+NSB^L=Zi~*bnEFTAw
ziOi@M1BHNtu`}(IbNorbYzdgn=}?F=ZZI1BkW%3w<>1+{mnZcGRu2V&UPwFKdxeH&
zmzVNuvId2y&u85A?(RZnDbar&2{KdFGD(=XY^fl#G}3v&?#c)el)ZL3ftep8R!xgj
z4o(F?i)J6PnVQlfH=O`Fp=Ch|Ya07m`|hsGxVQKId!##!x6rsuKC=a$XD$|x`9e7y
z1YX=?K7rV*9R>&{f3M$SVt8gj$!?eEf&1=l_wHTXUkRU^=0}*T3glaz(q<yTak$-Z
zPOKI49gZt>RSf&|4y9z3_b5IA-i(YisJnDSg#!^XGen7zwn`}7K@TCCW({$jqgS%q
ztiijD1iTbu7eF^xvh8{q-vU`icE{sZt;<rN3i2jP18==hSPgq@rAM4gN$+svNvOC!
zM%^aPfBMT{TyNIvqvI1GV>F4h`O;7<P}dc)n22R?Zz>WfXF2R){|F|9p)SS>JK&{1
zj@pnI$H1^(@Y2s^&x5~l+fBFM$APvSwpD)OA%8sJrf*2cPsgPnK6!fo2!qNq*s7Dx
zVA35^sD1zV0s~kxR~k0a>3gMYWj)6{e;;oc#EER2x+3UvGUp34E}WeRr@9pEa=C4G
zhs92M6hiX6U;oL=#|U45kFHP8A6#7BKf78_7o4!S)A_~r;MI%Q|L_n0@Oim6fAKs&
z>#xA4umAPm{?&hc`Q$}b%doE}5cr%L>FvRzv-^)PAAa=Y<wwsxdH(FxYPqh^cF}Fa
zF(8zK<TdRLhs`$2%1LiXuMPEpqdoz|dLv)Nw*da@pR0(#b+Y!thzUr7s}*@^SW&}1
zBNN{I3WvaY9e}4s>JUJvMqnx}6Rc(zM$B-4o`PK}qX0dqWaNW+ci1XYK+8>^xuxF+
z{ZIt?y4fyhm2Ng$*pd!blauY_>}W;w4|c@q$#&SQF7W3sdZ#Dz<HK>Ip5^<JJHl)8
z<=^=iySH!P=clThCfh<vV(!|mQR`|P?Wdzwt5qBfyV%R|vX;{EEkuju0-}GnOUV+h
zsTKg)5e4OW4R;C12)tO6(HJu={#CsCdJa5a9*xKX^il}~G>*=7O;Ky5YE+2m9hW7z
zJ1I;WjB53=Htkn{p+0^3pju4U%9-VYlHr^z3&mV~*ebviLmiYNZXxKw<USitQgUiL
zTeGvk_f;wa-OM5tX5?^8aCe$j78YFBk2Wigy|rQz_b&<_cL#mq%27#>r;wMa62K`i
zhZe5=e72U;0sBx#02Yyb=(HMS+1V(D{JvVHNIqgnS!F5)VU^M)_K#_<^Q~rv0zNX2
z;UHx}Wv0M%#$mBCeI*hwttEdj#C?x3M-n33iA3ZLvxzAXi!#>wq=HGxkBcT6k<A9n
zcfRqBZ~y-9-+bp?@LV{uSYHYPaEQ3oWDffR@sI$j5x1Cb0rOHN>0{7}l0ytdQgKXT
zPD&v$kL};R%T1h4ZRRMJd%#)^cW(JzZZ?wa5CaYe&J&pP0jGlz0QwmJLKZT?h(T}U
z?%vIJ-ii3VoX0_3?B9CNb@wKHKr93UPB%lH;IRvCvmAm!>h&VNSuE6f6Ng}+qWlqH
znZ8MJIRcROoi^9r9RmA$YmdXuM#^Qn1IQiwH|{CMD$xnl-IW#u<^h~w0n5JVVz1{3
z^Dho3HAW(CuAoQq*hw`Op|r)>1bKndCnEv;&&Zk{)1JOCg2PJbXMlRj2<1C)-5HPw
ztg);tV^w5Xnb8nZN~+YrWJo+#610%Ns>ZTn2o5`|QnVT+>{mj5wxT-qJr)IBQcuaO
z6i4MEo-VqF@-e;NN5Eho3CfXBpF~EGHb#a?zwDtDTfyrEj1&u2HVPHrh0UI4REz^C
z^M}oQS@x1>dT)x8@=_2_S1RZa?i*TaBolT5g2;;D7UQx+G%r!l6`J`xl2;N4M#xi@
zY1#G-P<|90D}hU#Ff{@ZhX0b9oI$anSSsKN+4sSHI1IbIZtNd5w$o%H*r0iwsSrC*
zGxIG%9~?7A;)u%;v|1DXV2m`Y5QK<__84}+_IIIu`Audm5cV5)2@XW<`|MAHR&&5k
zt(E8W^f&@Ui#STq&2eZr8q>I4g44x}luuJ`l}~9{5rCZn6ULd(j*qhgA`*uA!_}Dg
zFcHjZAxXUgXB@OGbS+l?oRx@>6U;$1%WJU_#@S*PR3JiGvy6?FXp+({=jVgYgv*ZZ
z1kLOC>qZ$$Gi_f`tFgeY)&~{6D1$E}W5O&b5q@ndNrjOK1Rer1%@?@Mm<9_;1(pRp
zWt0%1%`y(9<p}#niXa)fVi**hR*n);pBI`6Jw()6HL}Sz4@pgY^5`Mc7uwfmycjhH
z<QyMf+^5)aMzL?1a<xty27fxgm~J0jJ{mT<Z78z|Eh}qED1r*tD5!wZumO-(b|Eu*
zT`>J1>f~hMVAlEc)yroz3m;!x93EetUfw@{IPQ)oUF`k6&3OFy-u=J-`@jFJ-;=+1
zexH|D;Ps17|MuVg?WeDQ2(fcL8eu5E*dAUToIE~%^zih-^Xq3HKYR7!*(clerkGIy
z+*6h@XjI?49mpEiC*3w~DKs&3ZUBQ^5}SqM7++VRh5@WusUwJuXamGFU#XBK%m7(!
zRHu{GWU>a)+-RWRt8JEgy)HNUTDd@{8Po#m2sI^EF6T$1&X}35Qs_2{vq62>EmL9v
zDu2+eogGm$)Lt%!z;~z_YB%fSeiQwwR@AmzI<6;7ga-#Juv&+U;d<KMEc#dHYySFT
zIWAYr;ZXS7U;oPcZ+!>M!(s+%qPd!n;OERIt;M*>9&?J0*6YtFQ?_rcQwe?3H-wbe
z04mFHgF~ziqpUrpj=G#}l=NnB9PAW(1GKMJ3R8lE#ayR5X!pj|YNOTaVoC0_IxH)7
z`UD@@G@=vUaz%+1i<w+jRTB(ssVVOJdWInRY{rmV8x9-iXY*E-N~SQ4MMYp2P5O0V
z(JNTzYK0O`S`Q;cAb<m|PX}iUD3LTBPp|<Ob0u~ejdBk4tX!%JpeHcggC1&B+4*MK
zXeQEt975QKQt>AAejY|DLG=++Bj^dhy5KdCaInoz#-q(*oKd4}W)C)-aer7X=2)Ua
zDgz*2<o=#YVx7Yoh<hp#iS69lA$HFVHWrt8hPdTf{ILKH1;Z?$NP60AHhf$lyT}s8
z-%#jdQO)i2-~Qm%+u#1q&9~peSf$s%iK?dN99CB%ismOufe^%d_^Vc<iP4MPI$J^y
zY%#Zs>5F0`=Br2u>ijP0LjG%7Nq`!|ijVw7_X?96s4hN2a9r&cY-4Qe_HNw*G{FFa
zMPKmwKYZ^Ui_u^+8JO8Z{Eb^TvT)jc;3=$BQX&OJeKx^or#Q)HX8JNBaE0uqh~0oT
z0-FLd66-&ob>Cy&Cp_pj7=7@{LZLSecc3I(G0+E;Dp50S+Ee_@3|74QIJlTqfKM_N
zu)mY33xD%L&0-?trYZ;;d6vp>7o|n6MvBP_hq)P<D~;(WCIGZY2P<nD_yg?a8eoAi
zt=USC0}r(YaghGL4j5X$8)yKXeRM8!Q!Xp9elg3UQx&BgY<UTNDMYzXoi0uWjA$_K
zb<ppF=buy~j5a!{dBA|nGH~tGq{oDU=ZQF7jF;dkR6pPdDMgJSJ4Z33t44M<s@8PK
zlM8vMA0kmGdECV~RYCCx`lrtww(vEb<+vZ07d_65lx1eZc&w6!4Xf0Xi9WmXlrku4
zRW&-O=HbUu7g$bZ8o5#<o0o$j%dTO6=eFg}&5+ZA(1%%ziX!}D1#I52sNZ5EACVTk
zD(nk~rG+?)T8KOt_7PPOEEdu3ps*W1zt3dw821TF@^$o8Z!iEZEarCbPxsC(g>(jp
z6Mmf%iOchI8XIZ7qClO<aI4<TVWIF7-w0GQ@YOtoi_>5LvxE<Pv`f&rhETTXwU}BT
zo*y8~M*=P~I>Z}ky5~(u+^1EmWZ~>3lc4jqtL32A1r-SM1tTkyGa@km8KPpRUO5E?
z*hQsp>%7HkX+58=Cc`qcRW4tf<$8Nay$H+AHW$;3niTvc8du{Yzmov)6A`*lMb@1}
zVN|N11Ye%46WtSGAEQ?$7UB=(P=LY?jns<Y>38ZD$DqT`(St8VX?H!VX5uj@_gBZ4
z7e|-#-gwcQtop-~<>q{QGN8zp)KwW<8X!i}MhA~BAN62#L)pm`a|)YK`o1F#3}n#|
zyH^fk1<Z_28+>E>CUE<s^#Ame*Z0q^>Ds<LIlDT$e|~hmnG$$hE(X2zc=YJ<^#A*R
z|DVsxz4?ph`B{GjUOsvGAO7lZ{@~TeIW=*#*c?&gbqHAa?CIs>M`sV7UOoQd%hxZT
zzL<?h(Aul{B$tb3xzwxIR^!P5)^n`vn8A98L7hRnGwHO)?Pjl08+5wZwmUet8?AP&
zvRF*%qye-r9<r;VaJ!Ccj85vsyq}@3tzIR^4N;RRi!vZkV9WqYOoVC5_;Es~#}dpK
zu}TQ>xm=MT9{b727VLhfGM)97t4Xt7U>P@`49-v1RB6MDI6T_$$?Nr^(WqiEI#|NK
z=q%^M)6>o6z0-2FHW-Y5|M!0P##`Tq>Tt9@AT-1~{QPh-8#V^LI(XKWUL;M^BwInM
zn@fm82?<kuxkVzW&$hKj7bJPdUM0Wm18ztIKO@me@Ah;&zy&)89a~6NN`>KQQsXM!
z;ATQ$Q3SAMrI3KKl>x+ENGWlN`Lj@<0keO3emEO*#jSK&I_ovhRkYKE&RS=tNyRZ&
zq4)s?t3!WC#Pga~%avf$LLG-}H6HfR<H)TOFI}$ZJiA7zg5VaDWVRBOTwyZa;-2Vr
z+92xVf*<c3fU=~T0sn|~1TCvwEe+dcoFf?)$GW&!C>Qv-KwZj}%2ld`+O-mkQH*v+
z_%N8XT9w7HH6M1czv%{*EQflwTV(S>>;d_JnuX&9(-cA#ysdOxZkFm^R}fFJpIT-r
z6io*94pb2Vp<q6Pz(y3pxND$X8$aGRzw)I!H*P?Oh=d|S5Wz3#b0A6C!FI7Lr0^Oe
z8B_}Ddie(XyF2<Okv+!#K8rgk<W6&okzkfvRHQeyjZnpy(<t^u0o&ilFedojVXyA^
zg1^c`VU{!R?wa?E`+K_r5lx?OcZaWOvfjN7jEillA_TC<#Ju!q8xsNuaRHe~4SGEL
zd&pdnFVJ2P^7Ni3ine*m`e)jR=>bg*gY^bAK(fqij#IP3G`V-1w4Dyoa_KHC2ofRN
zKAAF{<a`S-6fpvycWz<FVxlO>I?D@U0O+lV!&HccwV*2%_E5a2gu;9a{t!Y1Kuf*Z
zkS&rIJCmoD$+q%Y(4zq3dZ@?Acop=MBrwsTbm8GgmqS~F^aV+thf#=$vY(cpFatev
zT`n%tGJ^wvKM^RbjLYa+`2T_SCnExlNHHJoDYUx?5Lz`HLQG5h?V@#$hI?|6TEIz`
zQ1;s;hf#K#!)60uc}Q&xU9Dt1qd#~s9eateN4JGjCF%EaYi<%9@p<tV^%1@Gnk1PA
z0JEzLZLeHhH0te4ChGA~TjMudsnpc#2HZ?gf`H#FDvrv?PdN4?n$IPBoRolLSb|~e
zGTh-O!exb>EUyn(4CFF|HR!e2>?KOrckY;P?`mO5NBWB)k_7?tu0U0R*&uuDpjOc&
zHAJ(pu$;}2j@e)HCQ2!aEJPuYpdIx|4&isF5-Z@PBNe|rIxyFVN*;0!hbr2pGgQ=b
zL?S!f$0l3JUtgXKy8|#U#9Lri(DwjD0x!a7Fy@koX}*-h?+R2#B$Uk_fYwJ&yJINH
z_426S!Q{|uv16nFw>cVip{<@>T;dbp8zF|#l)=K9SBBU&p81p%)y1xeFQ1YDt1`@|
zMPR&sww#Jc#dd^wJHa!O^s@sleQ3ZUt({Tb#)c(cKU0XoLPBEN|LD<^i-WU=myZEk
zk0=Ts4$qc{mz%SBZ`3Z;+hv><B)l_6tHUSvpHN4J>8qYCW|b837mp+%_)<6q*%P=O
zY|M!Q@ve+QknuX_qba*Z6tnZ=%d4|{Pp+SzZO<>aXUqO*H5^|Z9$XzA{@?%C|M^+J
zCx7w$J}<Ap%SX@u<}ZKyiyyxtX@0cWo^Ot5nSXNm@Zrh5M`sTy8~VvduU<cYfy|UA
z6<*GQng>!q?q)VbP{KsdF$->IcY;pR;^NR7P`X_%4l(BwGHk*%Xbn2e^=e)y=3qf^
ztyqpx+4I!YLdBX)2Rc@(l&|Y{h#G%R*)y?3<_r8#XQxL{vwH11;uhVJ%opq$`-9GM
z!9PmvR*B2ld@)+D=Pc|9LIT}_q{@|QF&}N$i)OX5-I605&PVm@i|vDZXBX$EAARzY
zLn6~xx845M?|<dyyYH5>`R!tHe6Tz{nw}j@P{{zdqJy#CgxL`EJNkomG#cl~n9%Es
z(||OlqfRy%hthyXgtNVrQ$g{!8l@KPNP{*ZfI*wvMV=)B`vZNsmsC5<tdt6o;D%72
zOX!u5VxV2i;t*llA-TkTl5{AqEnl_O$g#VaFV=7etMxXbSUM}qIJcNHd^)I*D}0dj
zeV&T$Y@h0-e2&^ps)FEG<L#onDG&&ETNJa9iNf%nz-b=|itK^_z)pzF`|PZD0nBrE
z7<L$9M`PBb)hY>70`&m)Nv9&;WmEZLn&L>^tioLpvpo%UtS`x1u`%s292ayA4>9m)
zyCFD_mPQ1!RLHwsE;~l7uu#pzxYFAY!F_}1r^|-iy%55En@|-zY`%CzQe!~4-R$n-
zn3Gc&*eN}cSxXx4?tJTOUu6$y+1qoP?f8A<NZe_*^2sF1BBcBRe!l~kmlHJ%Ts#gg
zr^UvuCn^N#zXXL87r~v{F{pt=BWy)#jg1OzlH85?ngrfie?;gcqU6^Fi`8#6;2(35
z#v-cV#ftBM6k#*m`cOma@OeWZBXFu%jgk+4J1BcIJH93_E@*u_`A2~H9{k%tBy4+o
z;4Gv70LgtosgS|Q7)Eg22XK7Z;74U}h!G($>_pvmxc4l=Tt>2udk8G-zaYJaY)~mI
zOh@>zC6AM~ApBjJ%qt4McW*tD4%<wWS;FH=g(CRO@f+!py>N&%B0~}TxU7trnT5Jv
z)#9au6!&`&f098rg^YDgDkMZ)YRFBPyE3s@)I;f^JMOl#sl-rNNkrH*!PvwG#!{7z
z9w@KOHV`N3X%z=PYg3?Gd{astP>SFN#C5xxTVpu18e!BkO%>yzjOfuqu87S@UuHfE
zOe~o6dmvHd1wTTW26AQheFVKO9!O{yRHIwWj0y~pvd>GQGaqR&GQb|0QmC-3Bw`gQ
zniEAz0}<kI)MEgvU>6U0C@sQAM?(-83Md>EC0dS!cs-%_rz5;FCW<0bu?U4z{M2};
zfboHE=xvqZpy=TBCm9iO8m*3<J=|-O%k12{O=>`;kHK&!;?yVMC^%5dK90V_%_gHm
zCImGu7<TT4JuurT6iEB<`FlN7I?5tZ0~0Jhgfd1OY^7`juxIo;K$IJ2$0vaGiVSAF
z%_3q#rY;tQd>pPsDiNupKj(54x?kBlCS^{2huihXA3go)Pd_1Nz{#vvtF;Mc=X3RH
zl{6EPW8`{RKPShB*AE|E-MgkB619ya4k9^>FE)K-Y!E-8J#Ze;W3W;XBfTbg2~Du(
zq)#>$4zhw2JWdUBe$<~3JaAdjr2JNbz39VE5GaH}av(vtTuI{7tLv+y^ZTdQq_n_m
zuSVme+4{-Z^|Ci?7RzvlYPmwAP~6NnA3yzM)*W+5Bo363;XcQpq<Jhx@O@NEILt=$
zXFXkOb5O|&?!HlJzW(UP1isD=&rc68&yTLox2K2mgGrYl<!no{`Fiue{V)IP=jGn~
z#q<2EzXG4W{`9YY^OwK=`KO&?aoHbJW_q;TTpgVue?7ndm^a#wUcCI-C!ZXw7IYUf
zc8ti>^*Xx$d^x9CaWU!+JB{g(^v$4@FZEkp{v9E!+ibw<)M;S--fA|%n@TS<)B@OF
zlruIN7c%KyzejG4(&{(Cy+JmOn+U3EZZ;hQYQS%r%O+uvV$sKd)NT+7Y~WY#cN?oE
z%P)?QP$mW^N2t>C0Xxq|d9|9&b#j7od@x_nM_8LKFHSIJ71Oa{JHK5H&(4k?KYa`o
zy4mi?lJwShzVV%Z`3=xgi8#x+GQOsx)nG|4Y%Ozf1Oux&LZ2JddkA2Z6RRWw%9&g}
zmC4cA2poe@H;_XvNMjw<1;#-+0VOsW9ImI>FersYjcU^6Q>PpTE>N7m#4yB`l;_2U
zPu2e<i*#7XXDA4tBYyS!ikzTFi9jgAU9H-j%@0QOT(`>!TI=Gz&Y(ev-QzS10Uu*8
zlUhE@yfn^dPy}=IHZI3KhM8Ww%Wj10G+ft&Ofk2dh|$~)QW4vfomR<0n&d)`P$yOs
zS&A2OK=|2F#&{hD9WL%<PCJACD4)(vyRGe%Ju-Vz+6qwcTKPO(Q3#kL4yx1Xax`65
z>g{f~M}m=xC8B8*Sz4`Tk1vo+l1pO(qDV-@2E(3_{Uhx{l#he9=6Fpq5uuEt?HJ(K
zh(!1jD;GIX>RJ@QvH-XYd+&bld$-@aar5nWeKsePlHc|Jv-e&-k|k!E-mj1_D=p2C
z-E80GveJb2-us9X-h1!8O;>5EGRs$Wlg*)-+2NAI;c|DuUF`@GAPCUi2n$`z#as-q
z1BjT#VE@4CIi-Km-Hk${Iy+6o$%u2l^M3F9yhduMsX+8NY=jE=CIlPVHj-_0S<uY1
zdO!+7gzXQ<+-@?!)CKBj)oWa4qe^<Dlu11fzS7K|(eEU5r<Uy9mmlm?qHR#h<okOV
z_#cXbn@X<|H8C!!`*-f(3c~=y(v*B0YE0CNo!)}vg?ywvIxs0H*T(&BwrN3FC>;is
zK_SJ2Ph>Ixa!T}WIk0o%(iiDo8ZPbz`kEQW43Y!4P8EPYCO`61{%F#fD0$(c?=a&q
z51I{B4&h${3>Wu0-z6)}g!L*ZDrw?AlSTlE;B^)NrSj4s+3FR66<lX27N<lHBn3N1
z(D9Tp7b4!c+Y)n`+L>@Bz@(&!c`UR&7Lm$yKwrHAc-1gyQ&%?NhILQNR6Q+5ECV+B
zBE90)NeG~NrGtSoRQ8Y;k2)G!+HHxu&Bd6P$&iJqp9$7vsKvoVxTz?je#or>WoAty
zb6Io=Iv<@Ds9a1k{NI?<$-h;5A0gSb!J{y48?=-N5ca5NDAw}T(rMOjoKp~X8`(If
zBibrCXab-TAzVWv3i+#8s+{Ixz*PvivwklrQM~tjf3IE{w(632iHtfPKXpi0)O;p`
z0L?5G#kvNj6##|Er-h#e)Jw0%5biZuk>*TCd+NQr4!WEaM=VCo@*|2F+&Z;ID)BRl
zSPkv^yL59pLA>#BZ$C|ZhZBg~Z&d3@?=~8BjZzEen2-qYVeVkyNDQ!PWiznuCxaok
zgG6rttzhVSx8lz?>n*&mtww1!YQr|H=hB4AxvxtRiV;FDUcDGkr-K2dwaqEU`-FJo
z!|=xvH4_We3UQK1(?N@q;N|u8aEt?%`z9P5c*ndz?9)M}YZo#m`^R@=2{Ri;VzVGz
zaM$Br!0*6kk_lkALfS1tCXD;i5q8r~cG=`!Sx5S<W>)YSAq)f~6%M|>eTgLX?D6a6
za6;)xztLR|W~cKVi^vAIwdpLt?R)|h&+yHQucp0mIU`n8Cc`*;>0Yq;5nAaOvN}u}
zEuj?>#N4X5EI@{_oTX^izP)-vW6{OQ6~u|l<MV!_KO0aK-{fZ<&lmsu|N5W4g-(3k
zr;=~V^ZSdR|MEZl{tv(X<)7z-=(OEs^g3P~U+yl>S0_(S&)?qMe)a0r+ZV6a%LS7X
z-8G9b{4M-f4Q8b2s6Xu1hn+^hU7rkxh*vZYE%+#YcX9dH;O>m&9VpT1gw<u6nF_9Z
zin*nj0ZhPf!f6MaDBdU7&oJuo!zU6kRH=5e1A+n(j9g?clc<!lV;Vk?U5a3=+Ti?{
z{C4Z<V$wsD+pSkPC5BxhmMs3N-BxZks-s`wZryC=y%x~042_M`ad$SGGJUOg8_Z}>
zvcCU6|H)?`eF!FEy%>>d?yy=*gc>E}pu+iPOxCi|s`VxlTnxbQ$$-}j?AP+ZD=?%L
z3mKRgVwq2=xSWi^j&V~<nsNp{f;ecqQmf^$pJ7LjvQx-W=;5JRiO3;*tTg3|xhzJ0
zjJb)3mq7~+2}%Vt(*;v5y#5lVvV65x-EOxGohW^oLL8kUkqK}DQ^^kqz!m8G&Opw{
z`~5*ow`80OX<<sb0n$Y@o=ayKaJd#xYl5RMpN=kP)M0Z54JTp(iwTY%z#k+g=En+j
zo@6KkWekRYw*_Q19w(c?;<yYM8|F5MTzV>d%(%V&db1;O0A!77>}HceuUo0sd!5#F
zD8k$jzB-+LG#my&N+KVp8Cy{XDh#%C22ru?urgmcVL8HTAU^MPJAC8>L7Q3aZo2~>
zc+l-mgawV{D9Xx`4VuF&d3gWBAN=6{$DgPU_T>jhO1VaQBsXgHN{Li@u&<OIQP(0r
ze5jI3beQTbEHsQ*-E}Ax(CqC_%7%b4Y2{L+3F>`8YOADDjZ$vbYatC7RSI1C2DOGE
z2tiD%P%5NHKv}g?iBYLmA08gu`HYn%79)uFkjK!nq<edIQk)jM*Xlq<Bi@L{<uR!}
zCQ^_FGW%dGY#RQkv1+4tA+7karaP!8(%Do}M3oSNn^x;kE3iTV|Ad!|z{Pl@kv!z8
z7j~FL`?teIi4QwLP!Fhes5&V(no<DQ6JY@aBEMOi2|8idi@8N3eL$A5-G<qWR4FCn
z=wQgD>42Z@ctP-FgZ3JweHMMhiGb#%nHrf3T7JY~&2jtTv=`Br1YaYGB8lGRgp=<v
zYH(b~JWOBY9L=q4o@arGSEsifE)0Q9pA)$(7xJ(k#gmU$ijX6^8Dk#3+kn3!76O~d
zT)_Et$WZKLDZYUU8)F>RsPRQf?|y(qFXD1B1ZKm&b|Kjy_#E_5C0R)%^WjJ<lj#+*
zY-1s=gM=+c`CXd&m13)qtfxW|t1fEML5>6eh0%*P#(dCCfq1}z%xGYFYSSxX9xLQk
zS{*rP<RcisXnKMpVUo*3Sj!p0&3fvy)4UK>GKcbriP0dHSyf8bjuatT6jHlJWh3ap
z3r2ci)v5{LAi@Wb)bx7!fuxk?oDsnq3Q>j<p(eLoVdyG^Q!ygyc!O8+X|P=(uZQ<O
zTY%MU0$7GJ3kqR#i7=f|)RR$lkxj?Bjm6ECi3Ov64>;yrGDbxkxP`@XQ7tkKN69DF
z3*uB}GirTyLpdGl)H3x-soQByICZR76pxH2fS_|ks)eA4V`Zx=(pEvR`rQEnvmtj@
z@Ih+DrN+5H@cEJEs46Q!8>3(}<Rc)N3cAx_AEgOmG}!5&gos@sW&-*)fSiCRyuEsQ
zwz+)z_>1*q*)CN92mwT;dx-pFr;2i4#$W(#6*TM@uYb<wfgE{0k&F4b{qwnr9c#3_
zecWcJ4S`v$i+H_Q2$;SosuKL6FJJ%U=IYtW`uyhd_R;PP8_asV7=Za{be5yZW-|Y`
zfA!b@{lEU#Z_4HQ+voYUJ_7&S-~7$5e)*gK`1^kcp=&W5tS8fx<=Nx2+b1Vix91nH
zo;(q?uOEN4+ibB0VK7JCYLqKjh8D{eI@qY+8}+)dSm~#xYkSn~EGGcI+Q3)gS2b%W
zUbSw!)5n+4EMrqYJze9-6vwVw0d`cGMnz5;EqwJNwH1gxPN!zQK4taQYA`<aJC$-F
zj!}wMSgh`>De-_!#Q#Z_rnXwn9$#Lp*=3fqvr(_ts*QS8?$73<+GGIALJTtku$m8Q
zXS+FD($llu>$h)SynZp7j?fi8eE)|(`r-GHq|SDu%d<J#%v8)%p;@w$r>}>wW3^K3
zpz#bR-5RCDUe<8<&KRh0$%0m8qU1PaqLFGoQ?EBl6|k|{>3l?>lNct7x#)&vC7DiB
zJd~mIhh2gnkb{{(CpW`HBUw?hlH)cO<UIr-#!k+qptVSF&gb1C*41>hS}iOWlU5s{
zEtai>GX;UAY$}SSBu6MMn_zR1BG!(X7Q+XibO;<NsE>&>G*q$1BoyK>Gxx!l2n7OE
z0%9-8Bx0h)4oq%2CzhLV;)RcqU{Ml^heI4j9ya7zLh;<{7Lo$xzsQoKzE~ZJ;MMIk
zM#DA)jBqGQB4M-Mz<p)k%6)ym2d1ME^fDsKasR&SAqRh|W3xg35#|n+OzE|IH8Lf;
z!Ypf7zn|tMa7j#GT%qD2v@9{dPo+D?<`|cQc&L&|KD>AT2mkUrcR&8<?x&x^ZG|&|
ze_pH#a@hFhk_QjazT{8>OnQE;;Kc%7G7vVm&4$Q;hKBOMr4SY?eM3xH7QMk`w~<=o
za_ppSkm1MaWD=7<+~ZNf-d7wQz#iAhq<263fN#!x#l=-GKeB=9^10E(BJiDv?-?zE
zF94px4q4r03E7NRrO2Hi`)X9kC~5?@;G%iQVTUW8k4A_nda0W<8}Y`2Yw#HXIM`iU
zH6x8ntEJLXZ0fO4&Pa%nS<db?<IM2@r6<FP-5oAHB2^_#F&94_Ru#YmeLCofyWw1U
z*t?-}IJ8QNgmST1BEU=~;x91mpkP3x>hl^50?b#{MB9}!8wj!2i@O~)uD&$FgD~|2
zWN;z1F(&20-h2cbn3)+8uM}j4Mvm4mc&!GcwvvclB^?P|!c&YySYN`Ifcsh@!s;-D
zsR#@)m}#RnD`He0mYl<p#(Lzm@yAI@)MTPXC}c4__~?fOAG+lVkbj1RW-3^Zlf-nj
za`|#1)h?D%8mY5{-xaYt`9afWrB}{TdsKu;YDI^1hRhnl3I{CX!#_`O&kb<H4m|@!
zi-SpRET{xp2`peSU`=U7XFeu6(w!05aMYKpRghF!O)_8EloG#5<<hIMli4YyqMp)f
z^syj2I^Z#wWHLPixmrnGA!j_`ek{?6a+o!GbRM);Os!PJR$0AeN_K-K?D0Bn<}%%6
z1g0rJ;ub8K#2Bz$OqLV8UOpk@r8kHgG7?7B3MKU!nubn~R~_j08TOBqC0Mz=YB%a4
zbRv~$V+DX65%#d$XQ`eHIy=-?NBv8D7%gaj-6v0<O{ViEp3zK_TQ=^c#9kr4iv|SN
z$C$pNUI$Mcn!O(nArw|_;rxNB$ZHMYK_%70YLe0s2)cYe6Or9Wo<)TjECYT74GsP+
zR)(l>bM^dmbMgG~n`vh_thc(=7R$kTZwMP7y{nufN=0FBvQetNdHH9{$%=yCtPrIy
z4Lugam(ysm=?o4$oEnouZ=+*^hlKr%Ks2%IpS=0<*^_7M`S$sfS5F>YKiVAQE}Ql_
z-*iXq?q<6D)nEMfkAM7cU+Zh~w@>byas>YNZ~yk$%@=?8{ePelgBHY-)#h}4etCRF
z%fpMSCvR?U-#&Zs%b)(@{PcwCADrlwTw&NF_}HG!=4er@Ai3<0JKYHj$r_-o?rccs
zc5^Zqt(eE!E&7IrebUI&clSlvV>*E7g#^Aj#GMXnp~AWinWfwAG7n()%0dilw|TSm
zy0yW8zqD{p)hnrNIy~%S@K4XDBMNkC)e2htc+|tgPn8c^oXBlpJ<-UwtC{hzF&T2x
z8QJ2}m|_o4Od+#!>h3q6K6`rm{OMrW0eJJ_`|rR1-h0_Za5HPIMwQjH)@tSa7=S||
zGL7fES-q4V4OqUlNq5358+1D(Hm#ldh?Qa<{sxm?X*r#y>C8@Nnh1WhTjFbP)-&0}
zuty7aFr7%?dFP)h^Ng63Bv;<bG7|aiB0nM=VSC7f=ROpt8^$dtUU{r!kpN3iSZS-x
zmSkv`N{?2Cok|QHgn~Su2Z_*UgIZt9WeAsMv+N@=R>k8KByp1C(IEdfJ0s>F9JZK#
zv+)Ec_*$tN^#>dVBYr%X5(t&pec2J?7ltLq?~$}5W-5Md2wBKkz_>7w6brdllbtU#
zFv1J-8g-KJj*4s-kSE0-&R&v2B^+mq>3rB98;L6F^e!9tEbpXK;{pNf>+r$DIvbIE
zF5<^gVj??1hoeQWW9T9cPn-eIJcce(qL}dQCX*i*cOk2m9f4PMqgmNdv~-_+^Z`t;
zkKcb^y1(bL8gZ1NUm27NC|;~Jbx^h(Ry=8hD~VF#+sDVx@(~q+nUfTNN-AUZ8E}IL
zv+0#8i%th_$cJ9UPEhQgGwJ10{z&&89NfFBmK<ti6c4eKRHGx&xUE$vSaBBOF;*vp
zA5pY$AK^*HVdN3Ju(kB>xF`zLX?!^Cb!xMUrXi(9a)_bDZqj)y%rH<U3~b;0COvoy
zk3kW48vWR@u*wq<)oXq4L@>THMUZ~8*f+#Sm`0FmLRM42X3l}_iiT5xfJQ3yi`_9U
zZ1bWxgOucRha3iEA1e8P+sC~=&<gOWcz6t8a3`9Xc!!Z4KN46}nz;QzkPa@b4r>{i
zO)9_BL1!}~u&btJo2iVjA?9-SgG3`^B1|m6H5BVLdRNBn#KBc&fH1<n7u{BXAS%h2
zh{9l;2--_gA48@`Z=x*HV=y6?+2w~>m$eA|L<sU2l1>}LlJwrE)D<yGi8V=fOZFX!
zf*~_U8H7KO5Np!|>}28aBdm?eC0cI~XE;^@&@hLU)EryU2JZy}9(zlPs)ewRHfJ>D
zC@?F^(6ws9r-^_^bdm>Llx9X;CI}u_^oc6a$O+sYfy=Crz^ULf`F+8x&`OS&wJ_w<
z4~`VZU`CfZ&y<=Wh2%h^){x|dM@OS06<4GlLT)cv817#v+lo@QZgqgdfL>+L%Eef5
zK&Y1>8fKB!k=M_UH^po;9`;b$NE)b;PfSPLd-C>VQAygv!n+BSG=Pa}K8vLmzJ!Q^
z$)>5eEhhy6GZ-4t$C!vZRr*`wLohZ;0XgpF+aGVX$LP}dObbA7sD(oQq9oMgBHLKt
z;d#W5&;SlDBNg?-dd>r44hM;HqiaEdAc2?;d(-a{kx?XTi-ApR#AS6Ew6q&w9TX>j
zpYP)I`sMB0S2u5`?a{nT2SyLx7oOo>wGC>ulB<=|rF<*^kU($0!Or33voCh5vres@
zkH<@JVo6idMXxcqOc*t3e}F=4G^x}!gP2kQh0$+T-aNZ~`Q+yE^zy~+tDB1_m&Yfp
zW2OVlB_j&E*<=3YFMjp+fB*O2l*{wC&+}`21peV4{$aPi{M~Q=mqa)`A25CG*y%sN
zyuE#N{o?B8&6B5ZZ=e7CCqFycoseYiGF=qQy?Tel8)exHLW}W$((O^Rww;b(&eM`Z
zrz0l(*?>{01QckBKn4<@wP8IsrxgqWd$Y-Aa?mL+hV>y#(R{Wpjw`ticrWI;T6HiU
zo*XYhL-hNt!2ptTu8>P&%A(_uktRpsY@Yk8BE>*}6qxz?ZOR|>B8#5QV>7p!wziwe
zY$US6cH8B2)S8W2l~Q`W9IsY9uHNzScC(rjp#0!HY+vs|T&HIT{cPAPZr6RTMGx-W
z+rRf9Dfp*7=1C--)u1~9D_Y7WF~{;?h#fV=uz8VdJ)>s3+i$j8@nmW^o^$&N<*V5Q
z^Hmd@F`<}7V+eqSLW%WW3@=9z&$yGn;IE>Nk=+~xXqarrgC_D6HQ&JG6RFI_%}sYW
zfDb$9v&GDG2Bl0Pnl0xdDOM1nY=jMhXEq*CW)upEn@841tP8^t_KHzzNlJyrbh@Zl
zNJsh^y$~d;`5cZ}&VHOBQ}7SL)4QBhS!Q4>RcpbZkN9dW2UsIhE#zyI8>N!$bGzMM
zESaUgd%c*)!%<?UJ<6r>MFuyPo6GTt{Vx8uLN<%cLkNJ#W08D$Dt>sh$K_|*?{G=N
z1|JXl5N5!@l2`=h0B;S?KE4;P+Xv+}!a!+rQZ0ll%w#YabZV=`6ksI@-@xf`T5Vwz
zCecQH@W}@s{O~*9`|L+QI=p`;3XGMyN0ox!ZF-AvIQyM;JI-qU(?Z-5x~q+Nf=Q=F
z0aMFl^m?PG(ap!`rIyM;ejzeJ&R5GN@V5bF7}Zn&Q<iOz?CtH}yCY^G4;~yocwpC)
zbkKu}W!XfBG6NwYO0QYRs1vjsyk<QXDVJX5GHSdgn4B^oOKhG%dDANRE^DdA&rDTx
z#A!6j4h5Ulp^|$IN{|sDQ6Pe8ukxC7z{cq(qGpJqB7mrZ!xS*<(9^J^yS1Vw0|!1A
zrB+;xfeM~Rz%Ig30geG#<)?%}o(B05C|zcDc~tmuvE%qs4Z|?TBvwyE!D@jgO}fQe
zMn*wCIf7Np=N6nMH~b3kI|!KH*UINBypCw4VVVLC;Bl~>1WbW13(7jId!i8}3ZdGe
z^@*EGCl$<$NfsutIN*ARp%M?1-=xO}M1R!b%mEM+v87VC7EivD8t$0IR0(-B2lsH`
zLAHlK&mz)Bp^x7K`y%G^CV6jIEUAze(V3x+<YvG^Ix>h7SOn6GjBBUY+f{;n;dL`~
z6(Yf6I6$)!>`)FSj4$*$mqAauB`t)gtzxLCXJX<WjTk9$SFMWTa$ID@V)2Q^T(oDJ
zpyoo)aOiYw9yR-WcBNboZo+I-Kit<5iafZ-M8u$l)Xz%}C!q<^Os9<ng5-;Nv5}(n
zJDB|SuzVSMQPMFqIxG(G^&-ZZw@NymNr9B%7PSN3u#`>YQ&FJw6KWlEj9X$QE79_P
zTeLcmWW)qpE2ft)?d!!}y?{nt%_Xfy6}d%xqujMIH33_U`CO;FlP9;&mg_B6&txji
z^aaEjI)vYD<NxL&KC!&Ore|LD+04A`Q_%o-1Rw%wo!|^bk};3^B;tH&j<EP_2CRm#
z`!Pl`gCXbgs{txP14qp7J6WAPyMFQF$?M&0J86%4<rXH~)8$FK((2bcQ0^PxG?JN4
zt@Y;l+tbZ?i(LVb|3ngYq2Q(xz>Z@RN2M8omy$=5(Qg+&f~v-l`Qw+*o?c#U7n>`}
zh8|s>ZFb|{1n2~r^+kU=X!d^n%b)$-|MP!;t*^=7KDlqo5%|Y{{Kv^)_E*38kL=VM
zr7|6fyXoeJj;$TI`<s`KpTD|&@%Gi5>&t7lg`}#-qQi$CpZaD!JKn7T{Sh+U0LcPA
z->S?fA`A-EYu4|eY*9;uA-<YVGrBNSluK-{S~$3nkEr!oO`tVIDRHJC14B_XCSH-@
z$J1)PMPwOuj@PsGYF(o&k|1C?$7zbqBPtCBG1i~+NqaTzV6AVx+t|@_Js%;pReGJm
za9BIpuyf2#Mm@kZlR=YrZ?9QoOq-GlXjFIW1=HsJ&p!X)z4z0}FiXkhdiMD7MZKI;
zD=`Jh^a`m_qs(yopNzq`uh-g>VShCpBJuDTdh}b0tonR5DY8<<wvS$WI-PAc+b-G|
z#Y&BQGKO!-&40$Z=_Htz#*9(u)T_)VoP<O!DdlicAs&nJtZP-kOk_V(g&dABa$Ww-
z$@b*zm=krkS?;vT%hj;aE;0nbfF$Xcjk#lfD_jozS4eI-ZoI=_1}uDYqE1GL2Tr%h
zN9|PS(;<6CC~El>e6T<!3Y0sCWS39UTB9dDMMwhTD{@vJ=?-r&`X1r-BKEBY&klz#
zrJdB3Bb0TkH5ANrJef&j%V%$#$wmXTSa!jpHS5F`r_(XDy>y1;3wfPh&t#R3Mq$Ab
zV`N@{@S|0$(U9<);6`)U><X!zzDT%d*sg3QYayNUx!fcl8MqjoC_IE&0hY~xf??3P
zC_U7u)e7aEk3atShd*Qsx&PpEu|iTVC(p<q1Vsn{$XV0?v2En<Mo8=cR^?JJQ<+JG
zeNkwFOP>O6FK&E}64y#>`fLdu)JLiqxgXwnAbGHlVa#cVn7)7i^G_59`-gWQ_+4C)
z^t>u88abCIW}9TdYu7+jVErc|9dOQ9Q-Vo$$O6lum6_ytgcR`ft!lCPk);of&n|-+
zqrMMsxd?^OW&JLU+`uyU&3Pc5>6FwG;rqfa-Xi5e|BKHiPH1!=Q^3di&tby|?ba&2
z1{Io57!-ib7I8WeC73#}mxG3&9~9OBJ9}K$g*a?;D=E1GW<fw(_@)F{_j&>MyN&gt
z563&4vAD;<n1{Flpp_vC#S@QKNeJ=qnDp3<k^&IzVQd(Eev*&4j*5^6T=se*!YCy$
z#i6!&JTx*#K@&Jk3}9j$fM$e5L}a?suVjHWA#v(uU}HPfFUCTG#h4+3DA|+m-v<)g
z&ZNR-y=rd{&^^%$Mkc&xSxn$Uu#*$|1<?0Gf&&upx3Y+vHYP60C}F_1$m)3P=>Q^_
zmEa_cGlp2uAH*{Sk1av21Eapjfv|*aj9(K00hW*SNYYtgl=BO+Wc)raL$6ZmLb^2Q
z&2q)j=bv-Tof^4Wc8D3w4f6^xg+Xsu%e7EQ?%m@w2q-@2uqh7@OyaA^l0|MxrO<p4
zBpJODp(qYR(k0aEkRhPlYSeA6al{S>WMt=~;keuC*9xUnu#%-l4QNchoQpR~@m@W@
zob}UuJz%a_XwW4yUTAUKTh2kMhlJcJW+<P9M1hxpCBkCdfgr=ZCFjZ0vqzKJB9|}L
z8~9F};8rr>(Er~Lh53#4Otdc^ia<L#{f~5L5-AP(%iIUCsU&z4Ax`25x>%;;iZ?(w
z33*)H5U_mYHv&djb99iyvl<R==i3)IU%q_$#csA7HM{*9B(BM$?Kx^aF1Si2kIg>K
zc_Wj1{q*J4$t4^xGE^*qb4aJOed+W}tz?AlTB=dSN-wQUVNz>BGqW-Ovo|kaJh@%X
z7FXvNH<#DD<#st<ZYB#lj7F{AsM-5hKmGFm`al1VZ_4HQ+voYUJ_3LI;~()i{pK%!
zPl3gt-C*<h`26zf_~dN4d3pWp`PJ>4r!QYUfA#qK3E8}MwcM%}an%ocJr-=M`E)&-
zb;!pxnp?VjhT=WlVltTxi5!kO$;`<3jHhfC2W=vaaY$C}TBcb}47$bLcD!1Skff;o
zp{l0WBTIyqlx@`+07^7v<J9WWBweeI$Fs?3isimgNTpM8I)<2i#5H0Y>P2llY;D$)
z^>VnFbOxQuWYFk$%JXS^w;2({o``A7>TJ}Q4e{aAbQ_)z>phH6K<0(;-OoPz!S}uc
zmY~zEuhzI$muOlBk^V;;uLR0gA{J(wnM%eh<tojIWm4c#v2>d+N2TLoVZmLk7IbGb
z+aX(>?be&ck}x7oO3gZtH(9|zFQOP?(MSZZ7@87<#yBM}C_XU&StTs)xa9}1!7`{;
zLJikiGDd8$-EOdHt>jXpHXY@F=K)Q63S8i0ez)BSD6E0Al~X89f9a&lW%GFKY%aV`
zydnvtsD6Kzh_Ql<Efx!a9+>i}%jAX^frx{;S<c^O)iVLFgD5M?TaUJ;W~JMx0=?f&
zdJr41p8)TIn8AiO5*ElgvKwV*f%_|y$zpLqlS8zc4SPxEW>{pPaeJ+7Ht%pymuHU%
z2{_p<t1TMDgJYsi2^dK-kuaN06v6<1B}L$K`JfxI@*~NZj^ajxe#V)e88RS5fMYpu
zSh11wI4QT(5JKc$+-8A~uD<i}r*}X8<kJt{2iK;RDLrPZRjb7?h9Y4#=-DX;{K!!n
z8w_pA&UqYkCW5}#>LI-%rm?TIaGlj@q5(!IyW;3bqmVl+1{RKreJOR5Cbe88JJ6}f
zKYpTDKw*`+OlFtSU}AnV>gcZI%FE@0oFo7CS?u{}JQE6&SVSUVqyZW6Zs-y_99c(N
zlnO4~Mr=iP3rk6e2k=OPCN*RRNDgEJfhWXCahgql$H6WEh`=$<;w;EeWKsFes(?uY
z2?2mW9LA?wM6)tFyY=+rV9Rks-x6bq(I7Y`7D+gH%0z4Vr5Dr8<uE*P0<j##oDbqj
z#I#zBVW*v4A)`*h=VdA*2!Ju3v5@*m21|mLF(>^#A-q+X&=|DDZD25jOFxMjkLk!|
ztwaOxV_|c>8$LmP8F17?ey}Sf<wzio*T~75RhjiW$#_ylL`!4PPMI>8GD{iWg~f;)
zpH3pN3e#%G2nSvRIBkR)98w7`8*)uMmtgzZOh?3aA?lDIS^&}qN@isd=>hVK?Y|ge
z$Le6c9mE0`_K8bIpM%-Sk7dh>xkw44j9-U?7EZMa+y}n>q?ZnK1(QkC?b9B~NJQe>
z_Zu`OnvYaeZ>vp`1J#4i$vMKy!m6h|*w^nrG)fN507+zWn%1d}fd9tCPM(Es(S#5n
z#GQ-@yq2&FGJOTze&{fXP`HewU#p_`vfZP4kx()>xvg>;H+v}==~fa?FDcNdvFYUm
zf=9Jgp{^p%nT<5lZnNh8j<8XWq%k*T)HR|*ie7pTKdxCWF|&<3oIwRD2)N%Hjz-hj
zqFk!*_9Vi?Z;um=$O-WvgyOn)a`3Aez`f=$eFxDXWmP#Llo0~Oq>!i9&Ev_?I1uqf
zXm)U01+O#W7rku|Y*<jTpwGl&w30A=fkJ)$<jsql7iY^Q%v**cN>YyJ8*E@%A(e|~
z>qYM4(BLv}pT8!w*sWl#&1Zx}EmsoUetciN<wafEYD1>x7S%(*#AFV-ym5c%i)XLi
zK7Vt0@@P9-u!1}XfHaz|#;Ajh-F!K2b-s9d^EZF^!`J$n{OyzbrW}F)_Fw)BH$K1n
z^>1r=tOfOx)$(M$x;Q?6a{lD`_48*J{F@#BkFPGC;QxWm&YF)}KknX`h~}f|WWba)
z#cz+PeM#3vw}tU~vsjM@qZ!zD4EJ>sk=(i!3D6B#LDq}NQ)j#J)#dj3>a<6ij~?xG
z7#BLcuvRU1yaDkJ_e+?JTI?3rOmA4nfQKR*Rnomqjc#lDcUnzgT)9!FwpsKyt05Rw
zs1%GDOjg(^I?dA6qjjyA<ZBzX>~hvV-3*6au!Q;TtTF9Z#Nx<y_2A+C58nGz$mqR3
zIm&*gQNYiIog*m(A!+Q^BM@E;X)%@>`P|j{NiijWRD~!H;|q!w>{oOuF#as~P>P;h
zowpk_EjIY>5N1)a#GY#wJ?SVdmMk3;u}BsHC>k!5D8v?<uPMi5Mq-23?{K1xV|b$t
zGn<Wz@y;TC-HiCON`+9^pGCOO2FW}|1+P&ni})OnG;CHgC7G#MoIoWr1>sO+E=*%$
zoue-Zse|kQ-mQ2nUaxUTlPpaTB$@K?_^(zpRSuF-4`D`JTYj&Dg<^-2kX#O%Z;Ulr
z$j1>M_B+pRAHia))f&J*pp0;tsn>a$q`Ruzn|GSEOezf}6gF(Jn4`zC+3FdMViAx=
zt0Us%G*cvGBV9>ZxsR5UIG!C(I1o*QxlU5`>$e+CJVeTCAXqY^ioP#{&StV;-ZAS;
ztOSD|B3e$ChB&)ut<mYA1i{BTy!ROc*oU9K_n|?qb{frK>hr0zL*!aGNI}|-dRBy5
zr4;0an|elxgkg-nYjIhrQR1mrDOg#WRPgQX4jlVPo%cWam~@xNW|QsR13;mX9|ELM
z9X-&<_MsBFje6z50S($BKT5B~j|AnOnr5ais|GfOK45j&wR)pcf%A&p7J?E|5Bx4_
z1dTG0DN%@p>=Xew9PHrydL;}FDu-Zyc{J(>yetP(TnIuJR0m8=1;G#U3ln?XYvV|9
z<;_JX)Ydcq(A5aQAp+2z%X%n`mD+Cu%A`vMQG~<>BCw^n9jSXkf(AU^&gWp-)5OVF
z5l&>NKmrOmOr>Zz7x06&U>8Y&BYv|SO*b|R7v(}Mh+2X`R|tnds%8V>Y`_mN7S#@=
z2oM(iJ9VsnJ_bc^z+z1Ko$Nz_*fTU{e7-0FOsff=20sphJspl|>c72qFk(rstq^jj
zh+d#I=~Yo`4p=)wMKe>XZiQP+!A+a?oO+2*Zs(J&Ow=Gb<l7>wG4DYb!xfhB`13wr
z+-joH8=OLoPQ!?o@*cjS=q$AAt!f358VuNMFvyP8Wx(iVC`1C3n}=+gd^AY@4$Bsy
zRLHAHiyUgJ;>aL9#QkNJADH2NnK-;2NbhEq%A!)^#B*vCU@M3T^qY;4+X0?svston
z#h3N2&(ww)Ok82>VbggKaEW8^&Lm)%i3SH98Y-Hkz=2U<BCYaPW$Z}<eo1nAAzf1}
zQXo=eg;3>&ZZT&miAnUy)eY9Klf|?{O>8RK!TJ#PkGptIqZsldfe--dgy5wj5ibap
zXM^FmP$;HSDeRnRUj#h>?BkXvF~k}=6A@7oEGvU<XF3uh<jA;QPE&c$^c7<*$n6~O
z|FGKzfX`<$;qB*XV$P5GJR%J&7~-Ci-_G%h>Fed=Gnzw|^-Q5tX)Z^Ld4EC?9Ee;B
zj;aM*1*os_o69GU&#njcUNu7)fzx~}%27Ak?FKVu0N#~Olip!A5{c$EEkya6FZk^7
z%U8FrQPQ{uJ-@oTJ~{2TI-B`o&}y$n<IQOJ<+G>%?zg}Drd*!CeV$+IBk<4v{LjRQ
z{^~D()hU-aQD2=LA1@YHCl@#8H_tAgJvq4q$NKi=k1x)z3;7HaMY~dB{WKdga$)+K
z_d0mPA)j~XLY)uk@ENkVx;i_hb!ai0v#o<PG3ar7N0czkIu0dgyI$h+UahCs7iZ)a
zxi5!93aDY!YmT~gyr~U>c%>{0!n2d*#o2njT3~(OEXLTkAmO*0Wq|p;4g)|5Vmve0
z*~x5y(1uYAP7biv3e6p<^<q#hB*C$Ex&_=^+l3hB2ASWhVJ|NMrYIIt_wL^L-gm!?
zd5D%Gih=U!Fw4_P7iMa9CsJGM#4j<ilfi_NO4CrtZN=^1<RmIiGmx{<uR=VY&2k8E
zb+dpp-vVex?b2Y-i$|jbk?`g7iBTrHguqf2VX9onVo(Crz{uowSh02#voVH5v_~9Y
zxYu*U{D6=L{TR=>(6LK}L^@Wkq|4QmFX)Iy=?d{ug3SQw<`O`lEJQC2dXbm83mGGq
zA_&Ri!b2NT$md$oY+j>Ts0vkkG92O0$0twi5!EC$x<kAM%qif<*aPC)qBWR@kk2NF
z53uaTRX^<GyQ330G6bf*MIM}UX#g++UKM&<ieOr2P~?h%+?HqhDpW-<Tbov+`}g)h
zoB}&a$HLTebEaj!bUPh@XYrD!k~#Q_6eZ)3ci9|l37IvZ(1Yhf%43$K*wJP}Nm4m%
z9+%B)Q0rOcVDW;j${o2{rBTUcD!Ei8lidC2qxZk}r$-MSFucK+@Hp&}y?fLEVMAh3
z$YPO6)Sy;5X*JSnj~?C!QI6w9c6ca1lF($NS83moYZ>0G5GSC&2AwX#k7~)$!_V*T
z-}zj&cLxi--JroJgDcwrjAH-5s#XO=f&_JerijZ!WPqwf!Q<6RWoFR>&n8RmGaImD
zvCm=~iXg`N89fJY7)JVx&+XM|f<}f1t6-&z#~QU;EizdG{1m=26SM?-Uho91dLW{L
z%bE;0h(kb6MX+Ms#?*u<3nmyjN9F-`eA#yw%CO5`#TN}eA`z<R6EIg=1Z$It7WScJ
zbbwgu1(xMU4hlo)GV6dXIN*;Npho!ET?XyuCbvCq6gCHw7yvOgbZM`LbSFz9kvwL#
zq*#o4?2IdA>d&1vCaAF0j4dA$Eb~>9wYQx?&J#A9Xj4i!cy@XSU{v{#00plBG~O&b
zKv?T#<9t2`&S_E;-xJwrbY;OjH-iK9*Vuy-nxPjy;^~*T?eJnD1BQ<T$Kyml<h!L&
z?R?&9R6tr}vMPd*4Fh^GgH}MzBO(e3Eoh-xQe=Gb0C4r|4)+;ct4RU$2Wl!ZE08fH
zFJSmIBJq@Yedy(f0gEPJ(E5!=!7d`y4)5NfK*}hS_>3B>>d2^&V$Px^0l?kvc&k<@
z5+L9Lewxv!{G#ZcwuO+Jn1?YM403{^srB~iq>3A|R6jd^1eKpw5f>A0B!FRnQf$%b
zI_%-OXtUyPb+1kzJ-)gIrHFD)d2Kn9sOQs|yBhh_4jv88SL#%`iwjehk?c_W5f76>
z9t^wF`Mllf!MB0ljKEF<1-O{35M=H`LJztfv4AIy^e5({fzpI<hE;Ph1kxHEu}J)W
zPmYXq$QL0X8DceWfbLAc1Do7*NOb*SfNXHm410I0?aQ0j;O?>9w~Nhgtvl_Hhs}=I
zvYjhas*r^q9f|Yje0TZm>Upo)tEBTeA(mr~vpQJ%!#yTq?6erU$07WJQw|<7jxwsl
zug-42dix8kWw+P2v}~VmH(Y24R}ETSe#ETX{qp&XKm6{uU+Zh~w@>byas>YApZ=*=
zPXC)<|7%?8qgLyDy*!>y9-o{)KD~VT`035r#f!&JUp;+&eSQW1kJ$j95Bo=aU#uNb
zwot%W?qRcE&6tlCv*Ccs#Pt+n{BS;*O~<q2^={N3<1=biQ&TkPa&9^uzW(yf?qq|a
z0!$UcM5#o(bb)F`ZtK<%QyJGf09`SCH@BP3YI8E8(WnJf3cEj+r7V4pc>N&@0^6ES
z+NWoWPNxKu6(1U?d4?!zw@<gzS|L4~btxoVf(0D4=F`?<LQe-g2R^xOwwm@H?tTBe
z-;o?1P}GKjzr<ON{-9Rze8*$N(+YF}z&^D>IZ}bdz|oJGnDEZ>NI+wu6rufbx`F#z
z6|orccPMyDU9zkjp`0-ga(LK0)+!8**y)pbGK#5$)of_A+b|{|<&z(8*D%=@DaXxX
z5erjh#8~AL!a-J!<q|fl2-_o;rv9KOm5tGwY_n(yyQkwJht&wq(dYG)%J3Ykz|??%
z;n9W+0d;mV>afk^3{M*`kdR@w&q|c71S|>aCUFK~Iqx^K<!qQpV=9%-rPE~IOALT9
z!fdW4?M+Fj^C6ry^(yz`G5mW-dSo_10i7J5z#;MnBmC%Etu-UmI>h}|?RMHQDDt_y
z>_`p(1D<ILs1f~lb~|(kKNrC;>_!VQJ}{4LI=J(V1tZZwC@Ij9X90pLP+x4fdI%<(
zuxv>n#JU`O#ODH3kIH1U5~#FWZ9cavNwJO}BIe=V-OoRM|2^5mhZy4pe^6ZTVQ2Dt
zG1$v6OUq;cR~3f`YN^Dc)1Yygb!v!S29*kvm_eyBYWYbzvsz<Psk9Oalr81{zFwh_
zKirqxyDPbW2Z)yPaL=Tc0;N~&KV<#nGg(mEjC6mq>r^SV(jyi+_{Wro5A9lok#=Sl
zocQF`3Z$M0r7cFCn=Wsp9{5*`ZIGbo7T0PVN=d|`21Z&18e%d8%qCVvB<w(oTM+1!
zGNdrSMURJ{%O?%UF~1AeXbMaRMFr4MO?sxdgbPfBo!t;c+r?-MsyP9f^|*^hf~P2-
z2#;H3#<oH{!5tQzq|_0D6hIZBxRAL5`3qxzCPYRO(Zh&iiFIC#)uG#7jRmtJxE|y_
zW_1U&F;ay5&<G8Nkn7mv%J;1p-q@_WY%C~2G=wdtC^h0vTaEoAaYcBiBt5mtgxBv-
zvp?06UTpKCw;3z(fbQs?SuKUW4nPdRU$0VxF@-^hv785-4tbI9DBWr1@&!S_jg}3O
z$BYpc;L%1s?lf5ulbPHIkx4?Dc=9QcEDJ)=Vm3++K-2pz7O%+y2ZO{Y)C-ebw(Ym6
zOoGLsl^-DhihW6T2b?QR_|Vc^xVWVI9BqqSVv|XXk|QFJ;PF{IY7ZXjCHoeQg6X>7
zpCCQa>2Y!SNTrbA@2X_8MD~EmXq9q?N{r>8wBXXzO6htrKE|9;ZHm*^>6SM*+E+di
z#al^jE@uOroopLXq;pZATXCc-T>8x#Ql*c#AM;fr806n{AY$9+1j4C^+p1V3P%jpm
zCANAM@#b+nh{mGy4nYwt@)_JR@ePGAjhUH9D4&R<Ek`^Kngy7z#8VBFo0NbzqhBx9
za~Y8JjAtN@xj*2}ErT!}#<Uqsgqeu^Y#~#j00v0#e7NZr)7i5pFCJ|lVS{hv>!bFV
z=CNtJHxhRjBJ3*}iN*1D#**v#@r%cAMom7gMr^%XEQ`<ys3VBmypWuB{1kS)2pTQj
z^h|ne%&8gr#ZP{Du{(KuaeaIJ_;j_{E*8}G4w_w7oY3`e9$o$ZH-Gg_xjcXSJipdQ
z;Q#&4|9RZV|NGzl^|%G=uezI#7rpM2le4E6kDp##!@6e%qk9Vt8N@vxEKps%+55fT
za=zFs*AxaZX1sHq_W`l4CZo-Kx|)u*iy5CY9!<Ba?Et)ey905wT`z7Iqi(zO=xVoI
z&vz%sk1j8&wR#isK^-(}DH?J2y4~@3+`;wK!|wnithPHj1168zwu>^>t<hu1S`Oyw
z>G|sTbajc)cDCK^c+|C-$oy&&9$ZYjyVV59;f^5mYB*nvciZ`+Q>Zj;@c1<z#%=?Y
zK_QcV@PqGQ$p&l%{++@^kvKhR4Z4*LP@YyD<p-oH%f!=@V~Q(jjf@0b5HLnVV5(U*
zkLL`0^HDY_(62=OG%N<{wE2q3XfPi4;aX6h&8-{AuTHB0mM0tzX427QTqu_c?DdjK
zmW+t~Yz67hWVRtLnRsWNa_3Uf*#H|=5`S$Pp+FScga)T<G_q8TzG%{X9!%PSfL3kl
z_7+r00-nfmoyrynUM2*g%TQHf?kZ3&fYB=vkD_kH;`C9rpbr7Y5Q6@Gx3*a$DUylD
zpq8F69+$H13Rm55IbUFhV>XzG1`N7w_M4E4*kw{q$DMVxMqH9336fkStWrJ6FSb&E
z#Tcd^lkx(MTp8tNHVO&DbFjZJI|4Fq^SW#yzXRZg%VbGMBJh{Q0w5gF5`0$5bc}XB
zAYNLp2O1JMN&<d%&ed9#HpIp?6tx&FGO0{1ky0%LpcNcGv3@UB>OhE?>W{wnJrppr
zR`lnaG|DKMNg{z_`?i)*jZFvtS9v5cYQ!dP4J>+$VYG596tai=W{t+6P-!GGlr&hb
z2X{VK9Ue*U-+%b|r;>Yjln?g|a*4yBwkk1n83{$|DR+K&XwjJX+QZL3#d7bpnbLya
zsE{Cb0dU}AjNjX>S0z0*i&AP;iC}yt1gA#BNWhX2X~m{efRhSRV5FA9t`EUOu*3BN
zy{-lRiG&5kA{p>u7Y~@UL`)I5Y<gWalR;$jS<Pr-`H;t^R8-;#=w1ZJpz({e%t!zN
za55a|L21M67x6>`ZbXB6uGlV?_=b3u@)*=(A&R!4d%+qdElBebmqwpiM;$5aJbof-
z61zgefKcVx`iZVEY;s0JoIWFrYAz=~-6DG!vZ4`LVnh$@*09A;iw1I3Y@2la$$A}h
zA>pcmyb1{)zE;NPViJqm%pr?D=C%Z_I-T?YKpBh(1TGei-DVZUZh>ZS{AN&D*pUZW
zgT^RzNFmNdLUl^3W6@eFS*7@%B1_UNL4P&IMC!?h0)n{l1h_#G!H5!=2?xkd)EU!V
zHo6I#)NVmqvpI;@+4W+!l!UF@EV|&(%FriGibIP^3R!~Rmr=5Bl1N!ilIxV+`Am24
z&?J|FH=$tE>n6tQA<TVoexi~c@gh%zsd_TU13`p4AYOnnU~T17ab_5VJ#IOBO`=9L
zVl<$-GBpjFt;L|1j`&gd$j*>VW)Ud@PMzXnyv(mDk)U_Ak<ainv#~fbbW#W@kM?L+
zV3SUVBfa*ZpOXM;a{2Q|=bP<1lgnaV=nV!<v5~FLtd$N2K-s+W{)GTafU+;dqm^{B
zlqGX4P#D&&W&5?X_@iS{(LM&mBj6)<nM(@-5@IakM;>G@qMa59j?;;k%x^Pq7b{F(
zm%H;tZ`dx?N3G$w-CqsIBhGwz$c6=OKRLnxSGS9^r`K=$wGk)FGHCw*VmG8^9B3}5
zo+EDot?YNWta>BW0Ms0?2)RDJ`q|sBUOl<l&R6ihcJsv$d_P#8Mw5d^XVb;*^tZqI
zR{Q!|4<+B2C->j~?(c^6{O^AKo8@?b<9gBWZO5}mXv^2P&q01&-eA1{>6bslfx!BT
zAq7c@=?lyKY&4s}hUoTAk59&Z3L6LW;b=RXovlf!4CiCSXdGF~-S&7fU$H-<C>jg*
zYCb;M&3BvWDQpXbt?hO=WH?EY23oJCkOe2`W$@maug1e-o?MPV|Mg@tp!azUZm&}+
zml9(dEz*%zJ+}aOG3e}e8v>Z5nm4QI4vWB)6J2FJA7x_E&1!Uhx?C-%H;*5U`t{kk
z4#DE$VmF)5Lf)W3q4?;B-@)aJl8=Rn08ug?poW^oD9)=<uQeVI2vkz*w%cuQZf{Rc
zK+Xd4D(|)fb^_5zeBAAEk|ZpM^u+g^FNdvOyH7b#zk79c%y@#Q3es#M9`U-JR3{}9
zQP!*#h=lMa*u=TrOhIHH^K`w%(%9SBLgv7jCcyx>m@7}Vn{L0G2Gb<w51}r(NhsJr
zKY6{(X&BB>dvGhqVp&iSY#gFOjL*yABZ<WFsVs9K>km$z6IxEj;@UA93Q(am>(daI
zZd8kl`EY@1d2&3*5IpXUdv#98-8z8W-h8&C(?>3mh<?93?dR=u640iL2ZsZ{kjry$
z&Q3SLL+C?i-Wqgyno)9Zs4^top_}4BX8vJ>vs)N6WJ;NYVTnB=0)bttVlxPUf#4xz
z2EX0vcX>krNC^y94%Vi5u3&z6nW9fV5e&zI0`<XEY>PQOjYcbzid!Zz2QLwybU19a
z*pK%2?|+IL|6`3z;srFJ)nF#^BDf(Ds+Ck4;jXuv__)qvbI`J=Q_9&Gs*Vm_W|JP0
zIes#&{_w#)7rPMo5xlRxPd{M=X^_iJ3WfCk1A{^ik-)Aq+Q@2YG<vC0CspbdO7-DG
zgZz*SchF{lb$~Aor4NEVRCX+S{2SMn;4(AF5(jnbO)w3ZzPvgeB9cd=3K?_}3!r;k
zPr9&O8*@U2XYHj;LS?5p+UphRTQ1B_L9ye?AB35YQ=O4C6LNtOFsqd`sT08qyMRcT
z%CSJFn1V;jYX#3@AqfgN!6u#STBpbrFqsJga6ktWfT35SA=<j>?0!eH7uTS)2o*xU
zLdZkw5OX8)8YBmtW<XO33viTaMa2D;#x%v!)1Y>1L6%vQBr!E=>Z(DiMs1c_#D{q+
z;|GPRtBNQIM~q%?s}87c!fnHT&*#wf6SQc;Ha)O1gs*hK88B-B)ND6vcF=?xa)Ou6
zBrf`?V30wyl}q-E*#>*_P$(Y}=%$3VRV!qMwIUWfgfg(AX+Nr(z>!Y{oKz_ZZhT_!
zP1Mv0G2Ovi6ZJH)bH|qzK%;3i=wn)yRihFCq++Fx%V|(qloFlfp<a4`*ac+*$iFy%
zp>TcvnR4&Ghy^3e>u`~NAtpriJRB98-I-hP{G-UlJ@!gUV3!JDuA0qc;s|@T61nL?
zkGEl!^<uq#w%yJ!W0VR_EDEhA6BN2SU9D6uVt^#Xje<?tMVp(PWE6^;s9#|?u-llW
z!A^8)1e7B~tY8UT2Yz<`7nkR}f2-8*4hEyiq{)V$*<z`m$5ar3S|5n|9Z^5pmy^gd
zw|N<GH+Uc-fkHBzi2{)h6MGB-A#uAnVL{L1J&Z)=r5n^{;pP+|3{(xHMuXJ@yvb%d
ze|`Im>Fa8DTFc}H)z(%dLQKZZE&>;JFQ$GHp!sBGG1=W*yc~BXv~L4BO9X|mC*U+8
zP4gN?X|(V?K_A-;X2Pk|9u<@6$LCLe^6DqAZ=O>n`S|qu@yW%c*JS|XL_BOZ=DqIe
za{2H7`Zvqv@*8uB{`QG}osYnz+xY8${aXf!R;5n17p>@Wd;aS2vzxQ47nfunU;q54
ze~u0ejf?R>tk`ZgaW^$Z?mbz;A^kdxTeH!4x85!J^3n8UMe%i?g!OuXOK3YDW6AHA
z%Q?uNje5P)X?NT80c_S{VKf}=b~{{DU=vtxp<FlWS=N4B!?BCuqQ^B2UkWZMt4X{@
z1GKLexK~1yg<2)Ul+%Q>+AL4T6irr^^ZsnoeW!i(h~&|7yPgl`qXu1&D~MN<{$@Si
ztp?l8j52QQKeWvJ@Vo!QZ8c(T$3VLz!byAOq`%v(P;Yjt*=jaqV!_246{2US$7NzX
zi7-uw@b^zo&c~xgt;BMHA#hbJBFgc+NFEJY@G;(;?#7$V09ZtWxpB~p3tl>RaFtX4
zjrIlO3#bB<Od^pegVskD#Hx`@0V!p(iBOhdM~DlnP!0xh?>bm3vQT(8zR||$5yJjt
z)ZeY<BOXsam4WHX`IaguHlBQQvIYh0_n~mF)AxJ4ZLGbV+48I$@tBkm#2{_eivUJw
zn+##ZIzBmme0{|+*=^UP9<I+e=yJtELG;npc}A2c^=l<0F0MKFti$z28&?>0ov=H=
z>$8-d47yBc*v5){Ruaw-7hWwUWUMzrC=~GdLx=-jCu<i@>Sm+CVX+c-a+$3dps>(5
zAd0J1R-21@7Q`|(Ajmr)vTas7Y&3exV*!Cn4J#O65q`Hvr%=#I1ksCl0Sh$DHpCn$
zGdkLP@bP;;y!+7y%7cA^T{?D)xZ>%Kv{|9tYvnQrpnPIhcHBlPlUA)@wPc{-m#ctM
zCt6T6%A*6>!~0|&0e#>5<m0=ad<-Z|blR)Iv0BU;r3%P^N`+nrlamD{;~CjHr(Ta)
z3%Zx={#|xeCT2Ocn*PTCsV*J$Lq?ZT#qyCgA1o;hU@^Rg3K>bpfKlUTo<YcRQZPh}
zQ7*rK2Pc&{)wpb>a46|<^M%;JVsIOrR6!fWjaw+dCsPUzh{<U%2p%`Ka|~Tkw++}S
ztT1XBOC)H$o^HKNJ}!snFd6NZs~woZ@i^>y3U@Gf2{ubFm#oG^1qiNwzhJkeJ&wH3
z)k=g)VV6j)2dNrk<!6Dp3i6a04D3VD0xgzMq!khc=6Mia3ATO^y(|Xc45&}Vpt}_D
zBt6zRUuY#+;09}!^V-Q5Fmw@_WJl>YYN8I>v90$${GbpGWI~QI@R=%EzaHe@vN(-o
z`^_c>Au#xLsCxNSi%hIb1e6tHQKBYP?I7ATbI~G134^A_Ro`QVv_=Mjl_Cavh*glp
zsC^Xc(E)wfYypQU?6y=8n_Nz&Vo+mvy^<6}id6h)!so-Phi!~GnL<gzs=9*%ItW1J
zlQWIG!Gq{+1aGzQOw3SxFV4^CYBZ^pOesiAv?xYBAjoVqRx^6RClLa)#j`io!iZBH
z>?L88xsZ=Sh+`mO>-iMZS0WtY)4<$8GbUpg!e}Ri%2*u=<vy|MY;4#lu^gnt3%_C^
z=C7t>t4U`*t}VtbYE=_L5dAWj%WcSzPp6ale7;)sh9mgTh;OBM5P&L22~`%jJz*jg
zGhnR{n5(%=2Y;$qbp*%WL&+l?*Fr)7jZDaeWV9Ft@VMx*<md8!q<iAik3WXck`sa$
zRDSaO#rgV#cA;9PG->pfz3FPW=$7k^Y@T@xqiQwJuZUaP(aYOc)Bc1FX^CxT0FQy-
zcX*se-jz;=$;w;LqSfjZYTnnpqnR4tJbU?*S6@8ZoZ~BF5_@)a%d&*E3vr=&ze^}%
zH=q5@?|=2`)vK@bCHdRu_Ki6Lkm`T+7r((a-z>LIm&fbTg81-@>t_TWUtT}uFF*Uq
z&!0WH!M8*U2Izw6pbt>uWV=S;>D24IDbCg?PT;>zF=Q^svx}1x;G8r+E@nt7TlSA|
z9|+1JykDH3Bgl-#xJoIij>73&;28q9#o44)MZc<+QdE^yD$Ut^!RqYZ=bwh~u|R4-
zgfADdL*R06HHb#Sy=Z_oWssWAM$6?yRN_V*YB!eCKI=f#Ie4MF&1|<GZr7vjcKYV+
zGej^Jr3@7(Cp-352DRe-@Bd4h1o2_;&8J|kc(|J>(iyIL$o6FaCWFqP4?d@~p3`&D
z8Q`GGrhzulD~>&_UdnbwUfHY-N4C@9yMvOzdj_ct+;gRz+R+zDl#)B%Mu~|vnMz`7
z7ZotP_^CJ}%^1agG?~uE1v=DNDuw9)VhtK&cMwY?U0&|9oocNzmW=s>E{DTN9}x3~
zh=K<s6y)6Kh(W^ic~i-Z%WlnQGR+2fonqKyhtSceHgJ&@@Qy{}$#^D{!@?&1lw2x7
zKW`-`kglsj;jh$=cRPG)>-8G+1lylhUG&#LAu9vOFSSb|CqIW|H($<Ht2ND0?QR!K
zSOxM1UtY+Ey<WV)465WZ95{a>f&niFskB6l)E(n%I39ubja?t%3yF+{gVXBbitY1L
zJZO#j-4RL%NuB$A5Ep~gM!THo9yAk?df>F2i6&`UWc5aPpP`F(C-RISx|qE<nk3?x
zvapuP4-XFR-TUlE@7@38Bc<es>FaQBPc4-}BWL;op^uA<NMi(J4(mvGO%jRE=~5gX
zF^L(}^825E>M*fPd!RWwR2)8pw7+-f&e0y}%KOY$>cayNuk=M?6|-nW{E;10kwk(v
z0?a{uct{PUUUrC;4L!%If)rt5`l2&P{@@{*J34@zdW~JD#pw-?g7To4Ll3zW<GS(a
zfC0><Rq#ho>7+#BG3pTh;sCy^X1hueb(wNu7Y=-4fQ4AN7!84}g)#x-3qk^iDI4;(
z3#nQvLO?Pf^^xgIhbY;xQBgoe)u3J`b=<Ev^YMH#EKnC1bb-Ti@<_xqqK_6xUnLP|
zf&x7uvRLiRT6*AMh<I+3fwE?%5uRflKekV7bwsCvxqw%n58_v6IAJJa)#%emOF?fl
z8G-lJB+EgWpx2#as4%MY43IWsmgqsiN6iqNji|#V*j=B0@P0Aw&xGCiqyR@N2NXS(
zWaGwzoU~hTA;K<CDj05n(Lk?@gxJ9H7)WI{3v><!GhuHw>?$XNF+Ug(v9pFi0o&CQ
zdwMK(gc_XWG0D?e8S)u0e0C#P6Kb77kD3)Uq)Ty6f^)AVSR3nsssZj``eNE7VJi|@
zrBWR)q@zPTV3NDo?*Z7WIZhCA9$h{nV$4FbNIxnMiID};tj`q|QMW#d$1(|$2Ubw8
z1fA)HNBhF*WYcQ_&WpdGNRYR1CLV=V!>@wi3M7+M*j-8q<2GGn@oYSpPeyS9bSnfD
zY-qVY`ZPg6cZ$ce7H{DMMlUonI$~q7=>+E`xG&C!^W}O|$kP+$DzOlyR0z8uC9{OD
z1z$16CfZw0$D766s9EjcR(L1bA$(=y0ct7Up}->9WRe6l&P>vgoF2mjY=hn)JL?cb
znt#-4esObiGTY9(#M4`AU_b5Qs5NR7YI)GiLY$Xj8EkVjKIrt{Jbz6|5W7e)&QX6T
z5sXj)kK*mI;#71|Btf?qfIehuOcbqZ?W<QW{_OSZ)5V4>(Jf_?=hw%pHTU?V4vSk@
zuH}p4-GBNwzkYUp{*AdlfBQtg&PM>G-!FdpuXgiQF_k}AY_E^ulP+)0pFBCe#D4$u
z^5*AX{o?uUa|W+U30HP(*a1wzATwj1g(l1`YO7Ki_PWRG&GBlrTdt0GCo|3j6O8z)
z#cahD8?lJ(A%B~VyI8RLyn&kqGJvyTA7O@dTdiIm!s_BiuRmz@CMPG4CLk<kBVYxg
zPzWKO4I^t#RGoH<)FIw8aTH{bTP&8t@$h)NVg-g~g{_OUBLCD0DkkA7OrJlyTrWqn
zX%_{I^dd#ktxg-<0;7!NVE<3Q`<=swdsw`dGr)y4`U;`85;WRv7qv<WiiOwfMDiK+
zsmJZC=Tq_pZ2(z?47>(3I?makw8$&v^977vqd}|FEKVn#%ZoF1pyJ5M$kDB}+s*c1
zI9<(>Ngh-Ju?SW_fH3ABl&f}=v}TKbkTNd+5))0Hcp&N%Dw5OflG8(nPZe~j-=$JX
z2|hT)4inj=*TYGR7RQ;oTqwjM34B?^GIQBDCFX!O%0)caS*9s6jPUkTahhPFi`9yG
ztX0jm%E?A09~Dxd@vBwBq;0B@@bBf3+_G7sSZG~X(pZdUQu$u9hf|k<xy^)JEA2L`
z`FueIK@@on%O0`LY_`|!ffvdXULYMB6*Tk|yFC2CBxA$R43;wyhYk+l%w;tJ&o*du
zez(_46OGLr4Y+(@!W=GqFOYxy*vN@+lIQdXDAWs6FdYsVl}f=+wJ~c)lqHsfN+wUc
zh42Ieor;l+4UUI`9)}%A{Re;g{f~b50~V2brBZa2=nOcf_&x@u(!yA1w=sPIw?_vf
z=MHU5beqYfNM}lkOm%dmBiJZ8qyYN!k3OK+Tl(-ob-3@)tBgPi<We4q=I96#yHx}E
zLaY;V>Es0B3^Hs&a{ey8e@A`rkUbp(m{}pG(FSKema4<MpVAdbQ4SglNYao+=Qkm(
zC?PXY-vj!<sikcYuQ+s5!i+kT{D|qxrB<LsC0vGl$es^@6}2<P!9mSI67aa<TpvMo
znJGPV2~IQfQl34NL5=5!ChkngPs2-@*Id9~NoE+gsorM9M++r`QKGXZ=!>}t5_-uI
zRFKPD7SI;FjQBWd%BT~qBY-XhW`QQ78uSFC7REupl*k5vIk3b8YY;<c16(GU4H1JT
zh1&|51@5cURtWlBN@d#Zsz&^^peygOQ1i(|Vv)-{Iztvqlumo^(~l_7;h~0XRCrsE
zp;DxM{e&C?kXnJP0xO`Sxsl5t-(^s5gitLN?*ZUT#v7Rg*tmQwL>@5gc7ecRe^!e5
zpoSuN^7s)9vC_p{^gxMC1ki37k3poes0Bcp#>J)p`-#k@=0(GB%U0B)IAQ?S@#kPq
zvwz>NR%i|$n&mR-y?e@ik{SlJQms)dr}GK*X@IssqBY<oXA;augea*rA}K(@YbGvG
z{^<9*X!=M*1oAW?mjf6qKicmwCIe2a?4+ha&GR~^q#JV=V25Tg1D=9EUYovIPGKl*
zSMx23)p5ValNi0AYK-gbkp;fL-@{_v?6Me~CPS;<09XxVaLi5bc-&|}TlHl~!n&+<
zr{?0ZMA)B>(wZ8mWK)p!dyUGlMY|E+zfdyZ4!NPV0New`9Hm?}k0u`pQHJ4jIe0UY
zCSdx4eh5H=eoV&rH&1TQS10i2QMABCj@sOzGR?J_xH7Q>G9-F6^_Sr8|LpBg=lv=9
zAwH53qUlfsq^(IM=P^^)<#*7Us&QG2+_Jgsj%Ky`#k1R=zI<~$-<>XZ*XNI)Ts($3
zg!_voyT!0SAAmL*{oCLC`loN+e4Q`J-#)i*%n=y(=0E%DSF6zsUoPk@2C&oB?#=Cs
zo0CV+FRowRJpb8Ge)0O{7xh|^(;IeomU`sd0H_iKp7e(hI-%M0TaCqd{OIIlIiH-K
zo-A-n_WPS9dp4S`=a3~D_0oKf(9^iS-ql;V(X=(dAx}oGR%Dc7DLI`lu#DCknCGXf
z#S-)?p~8mfAxLL(8A=5ihsOO@HXUs?D(GdDT(bgX4A^Z~)A4`-?CJtM{QT@}eRj5i
zToDg?m<^sieLQ6<s+DO$!XftP(HUPzhX=a?jZ*O^|HJ<X&yzqR&N2uUD0@H^`ryAN
z!vX<MwxOIEGx0&YdVaj(8L?jLcbXtxmy5w>J!BV&?2kZ%wH|SgR!Yoitne5*7vmo7
z*u$Yn>=GiuT!HGd7)#eybI=B*+N{nAc{c0V(h;kYDXbol3$s<Y_lS&?UE<2ZZPjTr
zzDQ+9Si49PYSb!^+Zpna2e-hM$7-FyjW77{L^UZQ$R;^sx5-B3lYrN7j*;~%({>pS
zu@CI>vm!xaq_gRe^yQ<o9cAcj7&3`mKEt7I5~m6U1O1K|jbskQAvW$c`R%mp&4{0Z
zB<%Ap6hh`_>grHE$HNIn1Na7HjN|o^@^Sj4%Ec6sQi6>ZqbcZP+ei-2i&;sCMdFEc
zAP^-9CEC68MvD=Yy%)lR5b%;DND7?wL);w$s}y)%XfiP(lV%8AHj{x32;!K-W_@`7
zuJqv%4b(WCk=Fun>oJVsZ3{5S=n}zDn6#wBDU%$1_R&Wle((EtKKw|&e_#ipE0ek{
zMp3PjN;&hBPh|8$VZ-igGwNmg`xvN>z+~LH1D@jO?p=0>ItfOy4;@CWK>>nw4@!kj
zc7Vm}=-%hrg9DS~&>(r}p+8cJ=}QVM9jA~5RFwQcCpl!{NYS?T@F74{&C#C2Kvj^E
zZ)g`ApXE+HATNtc<X7zbtvddb@grzOsIeQQN21?e$L7%rD~u09;wpwbA+stUu%eGJ
znXujp*;uGy)VCt_;5QT8=3>Gh_SghAgLZ>eBMCXp5J%Y)QK}ByiNliT70-&+?Sz#P
z^92~I#AtxYAhMo<;i$`pew7D?@3N#Ad5uQBL_!~8EfZ@MQmuRjHa?!TsNKl*x}8tZ
z`_n>0_4~uvz>px-vKam=hYb&ZIZ92E#b?xEfKO4ZiBTV<hRw)YJ?nQ9hh*akVS|dF
zfJMLe*(Z#4VTU8cmR74_Tx2K$D?x}-u$zXZ{Iu2TSE~^x%fWCVCe+eG8%Qxm^n{QN
z!d3+=AEZ|?MuUW%!OvL`fF)?HIxSr`Y=NULtM+h@SrLY<Lr1%ff&o<|*4oS{hdzrL
z*FEkpn@T438#*l>y;gg8L`kK3|DH~=M+uZkdJtpJ%WGh7UwI$}(yLL(`eeHYBfHsz
zxWxW9Mfp(@kSTTQ(6nsa`tYvAJ^}SN?4@H%OfM4mE2rWt1nDQu#R4q*KzkLlSns`n
zf~g{<CyP5JVt||gL{~<qCerU)r4Gmm$ZR=I4y>15Baz~lfN`Ho`eQ+B#A^pDg0G@f
zu5c68qZw_x#V|nK1EXm?;K~!XfdLo_<Y<SC`lx1`W68xMK|DMW%0<2Tc%Yn1U<u`&
z2&p(lnUv`Nw}N#BUBm4dj56dYnuv<<OuXJ!rS|&f=^0y+@w}L#QK;Rnw3kETOdy4l
z@lb>=v`i#QyATA&FJ62(>&`l*Mm8eQ6PgYqq_MXZn@?egfzd<8XT`~x%AnQ4jl4WL
z`|-;!ug-3sJbH3*a(;PwzQzmEpoe!jrzfS;Tu$crWZpdg>Kk)?{`QG}osYnLdiM79
zpYImioRB=36BAr-XRB9_pI-0IUSHqPwf)r>U%h<(7M=igHRPkAV6kGGjR;IPAaRXQ
zbw+Fw8>3zym-y-N`ugf}z20Kmo{T4=^=mR?i&rk?x4Sujh&Az;N&Dh*_vq}Hk26pW
zyP^ivs5ciYSP!5kn(Xx^lO=a>)oQ-it;43kNDfqr0DnM$zw0~pcw`-vr*^9bCkH1Q
z`_3t*|6UV#KC95>96vZC4i(e_pL%<HgQ1HQ03ywHySg~ro@}QiH!%x&?56+ePyU3<
z^<p`%*K>97t&n6nJ1rLL<%Y71$*`SGu{eNJEh2Wx0O{c(mdb=HZ*R`f?XIp*cc-Vl
z!Gu)ibkf_d7gsmWpFV#<Q_{`V$(y$?&mNtMVMIJF4W_3we%e~O7G~*C&Yx^1YXF6v
z8f`wg0)AEWGy1H-Z=^s+0OZ0IRw>sAwCN05o71jTC=d4!t!AUk0s2aBF`5$z>>a6S
zI1J*e-yX2);I4TyT^=uHxp=TEDpz%?<rwvHxX6;R7KE>$w+<dVmE3G0eh_^xU}xn*
zLX!y$3b3oKTDw%Nr${oAZKtr3dL&pBaj^W@x-$IIA3r*+=2It(yo<%CFZ$vzk2S?)
zWe2F65cFUt5yDXziUB_nDPKC3Nsv0AUPz!dAXh0>z(|_(rhsVg3b0V3M1U-0l3U|s
zCg5^IYp>H%2U)}E#?#^inMIl};A2endD#Ui5Th{Y(x9hNsEs-k^f0_&c3gZ~4K5nH
zNsq(dM$fgy{NR&MKmXB(pS=Gb?J!!I46m0#F4IUPB7Fk0y~SeD>nRvgOOMdIR0jtZ
zr5tvI1Kz7#1|UMYfB%yoy_X6)rFTE05=FUxAbs$T!pdIq!T-nJd-q0mr&*exVKErY
z*7l&gyh=)?VbYV~y^kC2hWFlk?+qC=NhZ_Fd#R)@hpOow?EbM>EYR4Q{Z{+j+;1UC
zNC>GElZ*&5?tOpfJ?A-(T^c#&Hui3KwJd6l_UPpJ;R7Zs?a86rsK@&)@|Yw!iv^Zk
zb@<4vIMN;;vcbg1<uPjf7Cj5TxYr(WnZZ@z#qyf;V61#*Gs`SilWd#V45Dt)qb>2W
zjOv)vz={`D3PA?n7nwfnTcXWC;d;bn!rsjc;3dQ8LPXMg%qqXbL@PHx6-Dp@VLyou
z{>@(@+klll9}X}!u!4kyMp6%h7D)+a#dJWL?ubufz(yr2Q$!f^&%1T(YQVCfh0+N=
z!ag30iDo(?Jv?TMN<l9YxCse^k7v(mp+}N!CIQd1+haW1FQNjO^ay|vr$f*vvEN6C
zc537iyNNt0MdScrBZ31<d=X0|KN*A&B`zy9jsa%EQ6)cXmL{$GoUT<W4n+xnkqNjU
ztP<X&L_Q4{#peSmOGiM|>!hfNeU=xL1d^%ZRDW{B10&1eG8mD|*1ZZNuI~8IYtbbF
zUJ>}O(Lfmi<Dy=6487m3QmPO3ye4|mkB#yJ_2G_1b`-K`X`(Wz)%2UIWT#JVp3dgW
z-G>hd@f8zkl;K*Q>Ba{;tB`~UYau|GOGW7c1K|R7Z9_v_Dc7hLQNu7pLIBJogNG64
zZ2WAOGPwYR3SfCvk`RF@fSr0h6$z~-y>uct>b2SIN5dh`VyKv{T9wa3hLzY+E)k%}
zK9h{$=`3;-UCs$6^+w}FGVQWbEkx_3I~xfCA<0H5+V<Cr@#VC;oQ(0V;t8x|W9g8P
zA{EP2O#M(;<Ot*kOc4@co1nnayao!zs8!O<inS8&J>E;A&L7;}oy|6bRzDXfq{9`u
z)5R(Q?%6NK0%T<T)P7~-F~qnpKlyUno7J<GLJTN#2wxew8qrM#Lc_U+BM)aKUU-Ya
z<gnO?0-dkUzy0!umrvhZo=Lz}Soh2EWC3TDiLqK-kH?eV;D>L%fAQjH?d!)pll*j^
z+r`DJS1-Q3+1|i4ocG4-@e=v#gWDIhJ-&W&`_Z#kUw`)1-IJFkZsD;IKJ#9iI-wCt
z*Qg6?0=mMm*XxW1L(E@`$%vT>6VY~ixn6^>0EsUV!RUExx0}l~y*DE^fY_^0W84la
zHgy(u%^LODt!A^uUm*;L34byka(t@;RBzyBXYG*4N;riS?ynAGUat!a0=zuZ7}d}m
zjV{-m=i2MVa7-gDdp>OZwKA6`wkz8$%$Vr{d_%p$XxC|h%cxDpJwGckyY0XJ;upZ2
z)@R%0YE6EzTFsK8E>kKAho@2RG>iQ%Da$mTf0$j^w=lS~9i(Uyr!0X%XcWy3^%tZE
zq%X}CqT8QrFyx~>HHw=J6_L`E*sP)2q3UtMjFpRp*`&`f)M-;M5TePkR%@&`=S*Fg
zbkW(EUid3aBfusajaEwXx+4pDl`0h_i3mYPo!ZMH(&eI@4Z4Dp`=-x_w**fVr20}e
z->)~@W&BtaL^fdTXA@DNAPFgVY4JMEcxos@k3^!_*`{59i4F9wL^$56)@H*#^oCw%
zC@oR(wY9sL_~~B@dp!`zc*(KNg8;%Da=AT2@I<l#Ucm(#6We?;VV?`Rh(%{Am9tvi
z+;V9ufrRfD{jeY0$RHm0lkhvSXjufoDfMEzU4EZW#}2|p`o84%h-d{-pBN3|*|Cw&
ziiW~oZvd?laHZ1$dr8T72Ft>zg_3PC>y28S!ESf4`(g#@LPGJne1b!ExbKiw8`{15
z5B~7$U+upCJ_8s_Nw%DfUhHiRN;$?btKI;Dm3X67t6^dI@SS&9FhSRpAMD9@cMcys
zIC%Kj#MHb0`1J83?i5(=okj{7^}xZ{IckrOJbE2-i`QaN?CmM`_xKV(y113wHFC`M
zOcbV*W4l}ywi;;{B0lN23sJY54I?Ccr}osTI}JdYpeoT}PPnW-(vD^mW!W~35;z!8
zDjLB-Iz$8~X8VX>^O^W^CbvN!aXFZ9uw%u16eF7OJ{4jC`eK+{azQ^UwnEe$^H|}T
zvtF#>_L0Us2h?CDt6D0G&8ZBmla&)3cq7Zcpx3NT2VC?y@+H_mx(w<%(rdAZFQ^<B
zE2&V8qA3<_ls&0vt28BO*b&^tV6YGhM4e93ut~R&5nbhwm*z*Pr;y5WJ~2Sal*Nqp
z#VtIFykj&Hcnn)jenvj{U}pXPy?Znt0pW*w%D0>%n?x``-w;6n>}~v&q}MxuHJXl9
zQ}JP~4E(bki&o>2wCH4i$1aaak{%^#G9(TydPF;|%|;(ITHIw81VF}7mqVjwXpCX)
zw$hbpGlTO|$Y^aZ#X{sgRr~v_DZ%NZSO)A48injMMgi;H-!ZCAs4HSxBVNlw*`TD5
zU2oRwub<phDpllGxTI#Snn^Pj@HC6*Tr6CmdB{PC&xEEF2j7>74#_@8CAR$2>kAHO
z&03i&O%2^E7DrM>=>;;6LbY5hx^4PB_+P+3M2uUcjry(HIoAs=1dVDW94=Ry@kjz^
z0(5DrHW1eP%^IpSXS8Okz1nQXlW{D;8!#2}xM7t*F6K1>^OcKwYnf21lDayZ!?k8{
znGE}5epeE&LfFTUh8D-N060llbcuo;XMQ2UWXsWtSdvPwR`9F?Z!K+LA3k~U;&RP4
zVB4-VSu8F`@VHup1)_eyvm(eoR@)qrIG%s?`8Vt7rcK{MG%jIj8ImhaOk`BMk{%6k
zQLtKQceR=A4y%>g+3n`y`)~ico~@^Y>C3y1pIyD2c1H|g<4$Yd>#v4@8{2>R?)#5F
z_<8#J=}ag;=4X0&d3SU3>CNR0vhZd&xmjOaEH+T?FX!tQmp30id-MHQ-@SVN0gI}b
z<P?<%%o5YS)0vMZ_|K`Wrh|s*V>Mp@x8I(vZ?2y#7n}3VxkS9Ddby7<#cb7(6s5B@
ztgX%YMIab{|J`@6q>e@;bm9aK=kwWmwO~#_>F#wT1Q>PI)5%!EvcslH#gJkkV$s;a
zSK(TOH4F0@^VDq6fEAB*zslN+jxo&n^*VzDX)h)&c*%@ypxFzBWUo^rj0qxjv6vWO
z9ax?J^oxH|$Q9R@PoF-0wW6|U*i2<oEhzU~9J48iUW{IC%%EjF^PO-c2zF}Ft+%VN
zu-sRdtL^1ku2`v~U~%N^w&>A?Z@)g@Uf*8zS<SX2n|+_ebek&70!kX6s9CR(ret(P
z6Cz89+?PzIQS;KtNU2Q7F_}%q@~I?Gm|Yv-dS=Bi4IClSXoBK-#5q)>lCd#!*<o|5
zTowc8Q-TRbgC24PMl$TO4KCo7x@6xfkxXo(+Yvnl(9ahod0NO*_SA!&I~xqf___)?
zZs3IsE-}iU8eG^%2zh*8%N113XwVPB72-a1)d-c#*_a6Gpa%e~!!Oap$VA(oopF?%
z3EvcQ><mf?wxTY;M+vq<Okap#EIna?gQ;iX$PkrE(bwn107IoOjCwRN!U2TOQi)8!
z4fUQBzYdEs-E$b`1*el1aZ$35S(w~Rs7Xv(1_K2pBo={h5R=4Tj7dzR)-us~?N){>
zgGvz)obtm%TDf=Mzt3d#;1BPhi-G^bIWH0E4O)%t6g-9e@Zf~m>F5Zaq~hR!@eJe_
zu&=%QJEyycr;qnciW8mu(5RBL!PFd`nv`0T8a#yxsYG*lppvK*r)&W6bdi9wXif#A
z(xQ^VlCmgd<mPO0%4=lY&_#z0LIstPMD09gij2(?+(2=PJ)Ti2<+0Od2v*Ati&A+?
zDlljv7-&fOT>N3w>&eF>*tyGb!hKHGWC0rkgC3Cz)&aKsgx3K|f(aEv8i37+%OYB|
z1Q<%G5LPJArgVfRMdm9DJ3Gu{$Q{5%YpF28QOxaSCQ14oAiOXzQN;-5z7!4O;L1hB
zOwcKz>_L`lbc|~0P?!)R3CC742~Z;E_l4|^IA2$-qB^}2aOHi_UyYO{F>AT#-?W$*
zAX%h_?N+~04<|q6aggZ5DF^RDzVm=QVBBZR(-vUT!r;QK#A9P;itV3ALXG37UOFH3
zrqvS47)B{ZCM<LOFBto^WWrCEs31T9!`sHJ6#|=p5|xfu@umCR5f33->|``65h>L=
zGz3W9qEYA7Q?+UI>UB=F%4@dRH98MrSnO>`d~|}-X{A=U^~hh69O~3+EpoZ;^hhwN
z4<FyRnN7>pimZysV0JqNgk6h48xfr$ubmSPWu5G}12k59D2|VkxAi)$WOG;mj48t)
z8w~Iv1;IX@$Bspd81Of{(PPmut^hY{FqMJhE9QE2shbsn7(oe9m+CPtYZSQU3-!rx
z!KHQ7?M`}dIMN7TTnd}*HrFnS+j2QH_O#1H`oPC4z=*|UNXvCK6X{g*t1153dW25Q
zP#^|G7yDT}NQoqbmsHpvpaIH(57Q0r3w|tZp+UD3ev8GRV@#rTDC~8SdHmq^ZZq91
zM@u#gn7&$7oF_!)8<_-!mO-X3>N+x!2tn?D{o|iEvvnm~q-iL|VCMCPJ-&dO_>73L
zktHxvGjSM~&57BJe9&UD_~E<1-(BC`-Mn~u^X6=EIqTD!)!>XeZnY=v9yZ@Ue*W2?
zzWw6Id`tfMx&35b0ph$LefZsr+dE9Tv+fYy*Ujeg)%El1)y1>Rr+1gnzWd^<yPN0J
z(W02izy`$)Gy=g=t>S7L)4^ORbg*%D@Ijr8M@U<nyPK!CPi|3ErlcL)9Z40LkC~Ge
ztL5dBtBb2A!|@b6g572YAw@eGD@9oDbUqT4WQj?i2I32wL<|n#^y@gr^0aT4`t90?
zNe>@+DZg5baDOqOv1Y{a1?B;|JBE1)DGvcBlNqq<MDuUfo<6&#{AaO55-W^)H4=@?
zU~I_%LQ{(SpZ=HsB&T1-<3uUK=TB2OECp;?!$A$A7XUA4qMarSRvL?%820hP_Zs;|
zAyLkzIFZh0ea@RqE7RGC!KdABu%Kk#1kK7PVeXXtQDA4ARh}I}U#&zvWv$b0luBs|
zjVdr^dlSDe(5#f`uS{oR)Z-xRuvP;OM*51OBM!7D3GO}~42SeOC1@%Oopfd`O-8I`
zLL#dS0Rsyc@;avdOk^@>q9*n6f3z@?C6UxfW^qZREQz!w!`6J#hm1=0yiDqxrpa6i
zt{REOS}}LNS&&PGwlN%ZM-*eW7&+VUKKNj^B+x>xueLp?k^M37egrOBiJ(!CYb|8c
z(lwo(CM}k!2xR<ZB*X<1j86!ktpk}$<P^;s5f#sAv-`b1HY_|r#Hg6xlT9Rh{Yfmr
z`iO)+J&qbAEa<F8wT3`C=rF*rkXKzGG}-7Nt<X;$CWGZ>YmD?4bUTW;RXhMMfwyTe
z#pw~I<fk^H)(DGMt9|_b{d>Rt&2RqszutfM_gbaQ$<^Lsro)cPY{lU|0f3YJeTs*O
z!YPmU*@>WrSu{GMQv2wgcTXQagj#RWOCz62rKal9AlE4N4_QvRY5qPu(4C&@nc|KJ
zHcB^Zi$-RUA8L*dti&Z$G7FS2nH)mC?u33KrPpS58fYO@fvaNChT{k?6XAUBlI$x{
z2~l#=0ns8m^qZ7%r!MIMTIEcN><T4yg1a`Pdi-FFWRx&MbEPT>0zWHTfLf(^u#$>p
zBO!>aK*rcVO4xCqGwh~bCzKD1*t#-&1IQ<mZZH}L^mS(9-9nZ;DX9lk4y;Q#KjM{%
zitRe_NV_f@_Qrg!5=-u2B<9Du6Oe>2kBh-CLweEcO1kWD`_pbA39Hj$OxTS9vxbUo
zG&Fz`_`3)XGJWCrijgj~7>m>sGHI}XQp==@rlVcv<Al#vjCeCFPr*d^+?fy%j8Fow
zf56$VBoLA6nM6CCMCodk@;&0jl18Vm#-oLB7`s<46eP2W&V%#^p`x5jl99xENJ0?5
z6Hk`U+011q*|ey&MLy7?_v%%a(_=xcGn||<HV5qviV6I76VoXVIAqZa8ikvD<NmI4
z|3JBSAhm2OjuiV3RmXeud2KdlG+I=u4Tsfc(&=#@A`y9PMk0aK4Dq8#N*l#K8VV%C
zknof1IRajKIv7*rSjv>_I)mQ^8G~uflL!P!N@9R-7Bd`ndW}-lYa2ETTwbchbTyx;
z<Y?~%RO-ip${CeFF(|E8rE)=<2+Uur{p`iv&FwYLSZFetY=Vnmv)Kf2M}a2RuQ;Pu
zGKMHel62675rjj&#*#Wpp+G1|T9e8NcD0lZ@i4&m@}I;c5yya)aeBfeiGl~N&}K2B
z!3Vw0W~un;%U6rR0+1JuuU5Iq+%@hD${Ety1%MT_jYIpPv!I;Gee=a1x9iJ#QOXct
zKg-2poUNQjtJ^|~1u(LWqzrSNU%(*eqVIb(S$y-w53irSy53&iUf<C-H0|MWAtF$(
z=St%yhtbwoAAR_b@4x=Z+@F7bqCe(WV7pkndHKnkr+3uOUd+#tyl&Q4cW2kHZeIK!
z|NeizxPA4-$DiF?-r>fg>7rUHfkXg!kIM@${kSIufyoq?^Hp$J1fG|(#qHIT7q?H_
zb;KV=uPI0gI9lA$0V|Zs<?Y1<^+AkD{cepvESHOeAtP9q-%lnOCF&THP;k1i7xS#=
z5N`mymhqU<VLcxY3H<>bgD=4!f@MamW>`Dhj2VR1n`N)tOe7*qK}GCV=_E|C+h>=P
zX%h<0X5Bkq_0JYV$@c_=A(gf{T>s@i|7V5lD3^f@4+}Pds>ZAbK#Vu}`T6R}lj}C5
z`*MzB-Uy&G@_LJn9-|#B)^4kkANJ~$kX>GGNCI-n!-dAPsFq8NfOyrA0dddr64fiY
zR;vo8mMLXE8Nd&#)N;*ci2z}%JK$p>W!0*5q=cBzz<V*AV3s0)NpWKoBxW>ZcM5vF
zUWeEP5zL^<ai?@TCgVji&W<!ka*$kOqnIAHau>@sGwpCN#q&n35h5jUE=WqbG)9w1
z6S#K7Gwm}=*1EO)ph;Zb3$2UTdnI3_CY`J(>2Uf7c-jo0WK)N|7IIuMSLzR@^;R3x
z9z*GDM3jN%+d7@&G(xfQ9HH?wDt?ERbs;=4FI%Ko2-8a@nesU41m`wLfYqT@sDPa^
z5n)#=<qKT@B|{u(JAVim25bWfZ=h3?(saAMpueE*W90?71|OBVi27^>2R*P>kAtG2
zfIno`5}{H9^Q8z9i@w!hVD!QyPcBram9gXmrersmcJ96Z`(OX^-QWKDonQV7eU3&c
z>W*Rl7%CSyFSIfwFOXk~<6TmCM>`J{`}>CvcOKunzjyC_xL!cnb&~P!5ZgBFP2<~v
z%A`C6!D<83s$>k?=efauVDpG3#^REdqDg)z=;&ycL+Pa6k$59ZMsz2b2JHBvf)iK-
zF!>mFN~1pM7dxdA5yD(3gdrdDMbM&7!^spZL5In2mDu>qPOJ;*33>}V)j+7gZAEJ&
z2#B!D!l1=;gb}@xOw`Dpd2M*qaYj+z4L}4=DI3yEFu)QM5Niz=H!CWyvy;Pn7w<RP
znOMXPHNs?|UlMJqP6$rImV%0P7owS<%ZoN%PsJR#&g?kNT+K`}AMjAg$ut<YnX?`j
z#(Vrxg&>PzJ>Nw)Z8An(+T&pBmk<O&DZ_FfAfD-Qpe%_d191ke{Df43&jjg$5U3Wj
zJ;r;4(F&B&Sg4W;jvATOw7Z`4>ZtCyBnn<79;yH$ae-I$K*`AYJ^1|7O!6jUCMY6a
zp#@WeF5$djg0bsj&{W8nX+huDaz&TPEWywOJ6)Wj*{nW1B)jUsP`LZZs627%lx%x7
zhdU<Ok&Ds&<j4dim}1f6eLP?kR%uTU=@=S~$DA13=;6T-D>;Y|5p=?62<?m2B!{$8
zmbV+{oiushD(ydULZ%f2{;TbEv(f}?0@_ppr`W8tEAktu%v$QTFLr59!z{+r&qL2k
zA^7t?qPdk*jKe9=NR~^*X%WI*)~b~1g)+(;;yl+qmXFC)qQ=#j&~>*577r~e8IabF
zwM?S<7BR7z4A;{koH1Ay@Vwj(s=%4*A>juz;O;phy=@nYiLQJi#sh=q%XtAy19_j_
zokxVM>7L-i{Nde;)db(ysFK4iOKEtan9Q|G)qD~m)}JKeDNU6mJ`#Wa;qTl#VAy0K
z8<Mw;!~-s`*Cx0vz)b9BtpRcxd1QobV$1mig8c0BkG_O*e|vFrb8&OUm^+`HEzWz5
z-eNeLbs=rH{`lqRfBW`}AM-8w=jZm5c?CXx{p{v^`{}Facu2N0q~68l^6Ywbem-4&
z{?RudzWVHwH=kaf-=h5>JQs6$WFsywt$GDx5NLU}kW;dZJq%o<>Dyw*^Y!}n>IzwG
z0~~6xf=dC*6p^gmZ6j(i3IL^H!fCfF^TlX=#z-Z>vS2uzZ{}t26G1;-@!70bF2?iO
zc(324y8>%%t(2P#XkEk&RpB^9tM}RYyjd?0Dg@TvYL-T0h6o7JX%1sxz!1q0a&GUg
zXY=89JMT0xy7y*NsHj!!_Z-gDTH7!F*Z)nWJfX;%W}(%j&q%Raj=H1(iYev_HiJBp
zYAFe0e>`f!u~@7?T+H(MY@?2@R_S!=D>(ZTf}aJ35dOSYE3zl0*D{ri!z0Bp%c_pa
zCXPRfTq9CcE=d4^)gVs<GD9pD<Es!D#5;!snB&-9F2lgLm<^cE*j*BAjK--=OE?Ap
z;lYtXtJACG0l|!~726Wn9N3LiE85H!Mxa5n+Nl<h`C2t_5yh+X3p{d!l?X0m6X6Wk
z?O3pw3a;l9%0}|ZNHXk8#QeiflgX#w8-=1_IR8Y;sg3054xysoXUo{kr&Ek`gWi~W
zA<8vzd;w)5(79TIHA@4>XjW@jc`4}3L_!QgxeTDtP$C*2nI$Fe!{K-&NUsy@MmC8Q
zx-mO4Qvv#BZ{qiPq%QGPhKv_AnmEC7IV3x7JzzM49OiM$dF&3D`RFcW=p7EaXiR(<
zvzOUm+<*8`En}Z(0E@~Rk+2(xP8uR<VFU@Gkevj8O99E$o8$*aknrF6)vw<D&2MCT
z`$vy=@ZQrOO*jrKHUFuS9h-ED<Gn|0BzN!K*T_`+JCFAtKH9(k5X=Q^UY9{ffuLf4
z*Q!)AXvy~<a}R}DpgTI!9PA^WXpfE{ec>dB4aI%jsX4{V&7Iu_e?zAU*^Ib}aK)pN
zAqT-M1%~g^$=DL&IC3$um<#}C9Xbg-B^tFXF1=Qhfbyn1WkD7&Q&wojZ)R4jNE*VV
zV)DVb4oSWc4Uu@wK*WkMLOJ<Q=<aDC4-pa31M|E@D2;@=xhyO!A2u^VS}c~Mfv^MT
zztGC(S?d%NiJ;&@kfCu?Fwo3sFNS?|1A#1~@w<VfOn5fnhn|X~o~G|&G?)vE-Ey^-
zPGjpzx*UuvVEH|Iy-Sao%>j3U^%5|RB$QD$bPk)JE=#Omb_-7sFP4M)avh`Wkwc^4
zGXS_?MlHwjl2In^BqjjNVbmy4e9vGbGCKOb{7fW$0y$d(9s~#A&`N*H2nSUK{(_ov
zDVynX(iKkX)22n|R7XVzv<H~1;1{rk66=h5d|nJ`cDr)#kzGT-wiS~e=5K6;CfNaY
zI~Kv3qXTqHENX6|sj@>egPC4w)+jWxW1~)Udv`mTPFCwRaa*_GX4mGm)0qWyf(|Sj
zLUugp_PPb>+z`QHkPLvaO~#0~z`Fr>f`<;)ALpYU)u>f2dErzn-tTrft@O}|$lc_m
z!g@f@9P;p*(v=hey_-z6+RY8DpI(#XV2AdRY|7{4(4oh_fv>b&#Rbu5w7ca>1GF9B
z);yD2SR}YQs1?p8-OB~uiZUmzESO~wB_d(Wpa`fR515pW^d&+rVwK3zG<3VIAZkst
zfkV{CCb_q>6ZY}vUZ7jApFUrWrOjibSj)#V?NYsz%GH@i0cMDyun($91ae3=8vXve
zzkc}YV+?VehY?~^kz_o?!r5Rq=tFLVZX-rk48S3uD7qkBWc#h&SD$|I;>q21zJ2k8
z=+foceBP>*hwTnC<)GG_b$idQuKxYM{kNaY{rTr7`eS|t{`|*JUR+;%{n0B<D`%70
z8otV8Nzuc_Y)wP`fBawn&&O}RxW0T&yfGGuHfs%T!>~6|qz2voVmx60JHs-ym;>Nq
zVK^QPFV4145V)qp^VRa={AvOKf4S(Pch`#a+B~^?a`ohL3><&VrHFvx7`($~A@Ll5
zLIi!Td++{%)m*)r!_kD7ORDZB7YWRP(_?|Ij9`;(BygEl4QK<gJrsV1vF+t@JZ33Y
zTdr7|;e+qtH>1|)^_!Q^p5L6GFVN~1i~hxS^5k-PeX;h7LA}ZO%YXUjz1>}pTVRB^
zJU?Sz0^B+o!Lw(mD1m^W3!B+2kKH6J;(jG9C`|?MsEY*&xH<q5+u^CSDur6P(CGlg
z2ooacv8}9CiTX9Fx$%&NV|p<ev!~<A$hwZ#kbEONYQbUW88PW3B$!T=mbPRxMH4cG
zytFSRx#M`<(O85h3j@p-Oz-U<8|aue8<RkMTrjdI^A#%Paw3)W`uz1;GnbXvP8)Ds
z!ye8J`q4Q0a}DIU3IUCzgWY1JD>B0)6MbCINi0r>J#ej&U=$J>3sW|F2u&fs7fuDV
zF&2>!%IFp1#lc#SV+dXb!Fev>*uzHsA)GXVtb9Y*urx~rI6@rOfmny}bh}*%T;I8b
zB+n59L;bJ|9E$1B=6dV0nyZ;qqf~G@U8EgZtkUB~$Ppco3x5jJQ8W-0eXuDQpLn#e
zWcioiuvyGzx@dqXXffwl*}<}!G+XJ*R;ztZ+*dlnj|NOxTA9hLmdg+KA3r`lz-h0B
z#BjK?`~ExcJi7Ppd%yY3!*}0NpB}-Q(3~m_Dh>R6)#<4cj)Yncs9Y;k=;i7MfA~GW
zfZi*P4%ku3b{+^iHJ*Is;Sps+kR_A{`^tm8gZuZeWXpDU4(`9d^Ugb(!^6{^hky<Y
zCkMI{nrn{DiW8U&Hsz53=1hJHObp}w=_6FN#~|g6$B%(|GL2ZEOPw5%l#~{8suPT1
zQ7;4uX=am<@)&X)cHPM-=}X2i2}!{U&tsFu537;&C1nYV!GK;HOl37jYcGH)c0G{_
zQPzC26cZ^ALR>;X!<2<>EaT%p&0e#q7>hjLZUDFtOpCfaWH4O@WzeRJIgIe?fvn~t
zAwXMagC4^h)OW+_ArSzSDE?w2ll7T(VTXxoNCv`kIP6kuY)ZAD$C_njcuOLf5c4!>
zLM)h=EmbO3pHMaMgF%}0+jNv;;%MYfOtiBY374XQV%XClQbLJgI0$JDk*y4&n0h0M
zuCSiQBP>jF_{rV&aw13>cQ)it<G07>AM}b=17QbdNOrYUFS*QGenoiV(6OZ7o05T0
zSP;w#nV?nkeKDLIc}zx3`@~l%ErPukv|+uY)AIyz43w^m>FZ?IqBvq6bDE5@gWc1E
z9S#WR+fAD;2{8ysIRf><PJM%(A8!;Mv|pBeIP23?v__(_aHL5iY7G6Bl{e^DTP7By
zc#-uV2OmkCjD~5}u3*22MmVQ&{^N49J-dLM`q2k3QN?43by83oQ){kA8mLx{(c#D(
zBRYdFGl&g#0|oL>{a%geAppW+8QvFISKR)&Sa47;4C?ut^Xb{Rg%k#Dm3b^qQ&muU
zhjIjC^h$@^Wt3Al&DVhpsYREW1_9zWNw&ZUWj^nt`|pcnJs_Cjx_|ZIcKKx1o6!x_
zER@@&TBBIuBE_X99*6`zbQ^)x2u8%fH(&nnm+$`-dsvzN$0Vr)+B=Ea8mM;i+AI!}
z88-sQZPEuWt0Nu=51NgyKK}6O#r5U-;`x)O*Vu<=()1;nR4G!bHHXdC%bTbF{U87P
zkNKAT^K<*jyaH^XK6~~2`_Dgy$#k)lI{&U#=U1z<r)S&GKlu26{>T6O!OPF@p1y&s
zRd3X%VA*+-H!xXt>b&Vnl`ZPeay5f(-*3$((CvYeuAW?8UC<0Pn_{%*7YM8gNd0bk
zwj6IIkNXYb$IB~HlD%%PhBXPR0w$@evst~8k;_i7pfhQaTZD(tE>a?gma?^S@~ylS
z84jB(33veUknS&B_BfZ4+p9H05Ks%2gZv*ZiIB%Y)_?NJCs@dCpFSB+M`!2D%k$}^
zS6+@gi5Sf-u7CQ)f1w|ciGZRb6gg7lyxp1ifNcSnkl-3DBCC*5sjkJYRr9)?Sfo(B
z$Q;pcOF1}H()E0Xs}?&NHm@8B{Y(T*SgX~BG|^xw&?ygkj9ck)xjdT8s?|D{EdXiE
zS`2vo2G_R0Xfn;@knI!sVgWF!PYlD2=l_<9*wLdDb5qyj7NatSMkzm0oE}91X2#<{
zU(3M3Ln6UX0Q)|#+bfE3iiZ-hagSu1pR2UjZXe->hh<TP_a#+egJ@%YN&yg++>DN_
zNm-0gv;wjfS1=P1OH3BN+&EyvzMVERunIW2vp4m71C>H~HSTZclf`77O61nd72oDw
zr<X(ViY2-YT71Jyl5V#<PavUK!gUt*`N(F{x)KXx(+L)HMbRtL!ik}m`HFEd9!;^P
zGfDg|Hv<?SkEX=Xg-s3(kyvFqL36S-jvLs{ZSxduP$F3}iYVnKosOg=<u4YJlM0#L
zsC(N`hb>=ivCv+mR>+R^YBih+jZDGz5dScW*rR**-v6C6R;gvDdO0pEy<Vw+0H&4m
zF-m;+V8Kpy9#i$WfB&BHa9?wJXhPaLJ+x`$7`LcOk?rm6-+y1R|5$mjqdM7>AJR{x
z(8-R~hr8U?u?gAKa-d<Vqaz98FD)PUycTW1VPo3D_l4TyhxdB86SC{wIvHFk@T6#B
zV8M`{D4`D8v{APy5pdUX2|VyApS2ir#cBF9AdYDgn8CbGi1bOH1Yd>Xg(ICVfKItG
zY1UajW<$&&dJy-N`oW8egB0*Ovq3t$rJl!HD#-^+y*zd^<=28%135SMwp5X3NvgC-
zM-+pukOZ`cgztgoin|P21(*wxo`55$P~^ElY7KDr6l_@F!Zv*nfWOV0V9)4w6oM=w
zwK=bof}XI=SO_@dFirttIQd)75b_rdN`edczr&#8(;5^fSlY-xmg6C)oxNhAiT^y{
zhfM+Zjlv@e-3fKlGl-4{YBepoMwN6_kUVefWEs7PkuqN5fAgD-2_hILhX5UjJsOlU
z(55aEz20`XULF#o0-a4-hD^Ig0r8a{Pvhw^4NCagAiio2_e7)Gqf>yM5DW&R9RBLA
z?&vYI_wl0#N006wK7PQNv05$Xa#VW}E}`fWH=>!tQpoEmB$G{GE=b!EL?Z&i0Rn)i
zJ<wo4i(1*L2Sjqa`Dmb=PJ&eC_hGkyJ5-X(SzpHd?C{Ul=hM;r<<loXn*mJ|Vr05O
z*JQar!ckhRfZoF3j<F3{ErBPHvm5Hrc*L+rGi<G1V+Tq}0b#~!CfciIC!P9}vqe50
zN(9|Cv^KYu$3y2qK20rbluuPohxuXSy(aZ+0__(C8j*0$hoxqL5ND;6;{y+4t>7RN
z{`&6C<@)KgJA<~`Dc7Xwt59JQW3m+;)Di{BX){pq>%&(c{`=qlR?k;jC5alF$4DUv
z1Ztqpy39JD$5_9jfdEyKK8FL#B0X*2fARU7yXP0{?cLSQcCnh$UD@qZlC{C|(CLla
zz2{d?{_XESYhOQ^0p&;iL~}mh%j@gEe*10MA0c3JyV+jMR~Pf;M=xIf^@qRy`Hz45
z^3xv{ll69UUO?RFv>-c?iSE_O@08cm34r-IJT1;9n9nCP(QNv?@!5tB?bYSQC8({-
zbF5w))^?3n0W$s7)%op{iz$BmcB#|CI#ucSP<t>AwWr7*wH$shQggX114EgF5Zcag
z0G72mTlB`0+Mt)8j_T~Zreo5UO)gEq?Xh_$644nXz8Rl?O+^uSX`rRJP(S_j)7P&)
zeEs?Z90X|lg-oK~Dqn6UBq{TS0<3$YaCnUXx}IM>DdV_rwbO}kDxM^sPDGJ@vU)j>
zaXu2_09zlxOJ(H>oRq5ZS{Vd0Il{MC_%fmmJTRD7{cgQW$dL!vtl{}uOnAW>t!`^P
zn}X4x5u{owQ=O5|0jT$r5X7%O7!05*rBlINE}F@vxp+f_fLw@E3<zu?m++Hm7lh*z
zfb54#X@%!b#Ly{%vr#h=6r2{#pjE7wQ;k~Q<#7YoqJtZi2=Xes$VNGbd`KJ$HySf1
z93i4qr9z1Z(`XIz`AVr=!?8<Np&*%UB6OG3N+tf3ZzxR!K)`4&U?fY$qn(ySnZT$|
zYT@SkYQ9**$?taiRSv%CG%qhV4(7BjNBt7a01qUhYy$VRlSVuaxhQ-_y)F?=U^B;5
zkD`@~f)L>Gb1wknZFLKFX~{yq(P$y>h$zR3gmz#6voKu=O?hobLW>y4$YDWh@;e=7
ztp?^2#f$tWh27j80ExIbR+EP`$bdI7S3$GasnmLvik&4+8>_+S7X)&SkMG~#y>|}_
zJu{L`uhA><>dRPD@^81<gv#{b4}YLSNO7=#y1%11++{g<`uG8InjDw@!GY@dkcw>?
z^+U2Ft?c+@Z%28!YgU}Hom3z0vG(K_j4#FBBL*akT8`4CI@-rM=G1FF2CZmOhXn(b
z(4raqmzsQ{St)mFWav?-Iw6PAqhk`2C|DpvK}IAz4xIVWR`F32Z(zenn<3#_C|*9R
znTZI)c_th}8giSB2v+&9uTx0mqP%V)WbLTe2Z9XX7`jj#KXx<}aXZlBQa*PQoEkNp
zIzu@cV|gc9jV6VhwIE^<(^m<I1SC}+3G|6ff`SAf5-d`QYR0{utltM))o(E{K$4df
zsCu-S=^0IVY#Em&Xi%p}V$ut5QYTy%<|x|3`2b2DarjdR3Ij?fm*aWU$xhi-0l1Jb
zWkFwvNRH^?GY2iktmrP`O5z?ZIJ)^{KH{&i)+Znb8AGG+=+sily2R*Eq6Ai`x6~<f
z5muHJEm(U%tR7x2v{#n|O_d)BI(<~|xD1j|#tddwsSFB=ha|a-B2JIl9I#j+gt&Bk
zLal7~A=^p$<NHSs-UHyP+<PF~dqmv#?!_IoU04P9hcPUjq`MNviJop#nv6JT08M4e
zqU9WQnu^JoAJ?2C<ThqV16z!sv6=;jNk$!kpYVJ#OzMa15=@$EE=huXxx7rr(fP1_
z25GLJE?_N4CrSoBSa@ByVK!4K8D?JP>0&}~3!V;>$z)QkRzV<2?oBDp5laVs#YAx0
zt!<{G^>hqCg7<iaB!%dp=O{zxV<JwLDiaG)!<32m5y~?BV6a(EGZuyd1Qw_sAmw7#
z3RI>0q`9$_PTxIwy`EjpdW%kl^IEA}Zj{nFCb4Xks&fJ4S0n(Ej}xQo#oe=i{Pk~a
zQ!6<l>DgqE0Jk?p)0oW?biw=qc5kQV9u#d%^zejR<;v$Defr||`PJDK!q>~&+exo8
z?e_Y$*1X$Y4+ouU<7&D7?|=XMkNTec^OO6jyaEJdo}68N^XV6*Y-!RNJlkGg!i$)$
zmc!Y9{NMlM>(9Uc<jvO?tE<g?-D!75#Q$nl+J%4@Fo#U~Z9wy&Cl=EMxj+nDOiDva
zb(X7(?d4*=Tra_{&Q>e-dDJy`rgN#2k-2HHnD(U4k{=D5SiGoKEEke^gvbfD8U@ko
zWSU_r>$R)+sRrZ}TTP%`>kDlC9kz$GLo(bjK}q<C>2ON=y4!m7`fjxxGuKTg!`brU
z?EJErPd>f5lseF+^VJd+Zb5wyN5cuk{vl|K)O)}C&4YJ;ALF)CDs8WBJDon07?!r-
zXjrLMsoSYm(rgbC(YW9c!=XermByovnXBJ{C5A~OkD&@o7_HQ3VzF=t^F<w6MIlkC
zae0o=AjzoKAv@UZq)EY-iqtc0K~6waq%s^)DT{EI!-CES*DI-ZJqyXYR;@_qU{N54
zg!?@l2|xx?D;0Z>cWh?XKD$mkIXo>vaQwxwsLy8BBah8`RodLR@-o_igw14V<ZLo}
zVLXGNUn-XCmGY$DpY+;n5SXTNsWi)AwuhBMrNfI^tH8uSX_S_dqF6|$dbM)9OdVx-
zHea!K_POj-pST1Ixd=9^*-Vx$PO2f%vd}!^iD(fqP6{;8U&;0~<uECO0g*9}Tow3?
zBKHGw=59AeUzg1aZ!MFIV~K$s%SI7WC9p@J>8vT+mAs$pvs>ife!(i(Y)YBjX)(k=
zJcWH+((&G_P7c&3haRiNZ7~3B7X_&I@XU<JR+vd7Caqxd`k}hY)T&dKlKfvN7G|9e
zbpmDr-W#|9C)7f|ckdx1*6|TZ0IN}>fV_Gt$K|C*XFQSb+`GSf|AFH8NO^L|PEd1l
zOqfw~a_X}>U{f$hsVId!I@KPZ9zA>rXO&<h@kSFoG5IOj3e73mNrmospJ7G^#bOs|
zm>h%xQWBhYr(W(ct9fn+K_Q39rc+wASoD?P!qBOxiViSRn$2DVg+zLhxzVV{ZRNG-
zAuCC?BJ9vM3px@r9@c%fe%YXZfMA-4iZ*L483(N!A?=ugJswO3gE0Um;Sg0mf<f!h
zYv9-ebY)`*Y79z)%Z$9{jgp@=o0;n<{)_oMw1LN5wqn4O_SoqJPk8M)J|{F+vmx#E
zI(0f0b_id@8|mXFTtFia=Cpv>7<W6NeuXV27!(1ExrnXEZG|9_1_9x)!HvgzpND8*
z(8Y*P65>6fzX>ayQu3ksoDJHx!U1-dRjQhOo@_7_M>zF*3*i8kdy*ZJ$KI&pFT&_Z
z^J7UyPjp3`CXY$oE2Tt>uAa$)1*3z>u2OsS2Cu=y&w|&Wz-~ujdf4g4D&|zn`0MD9
zUb8jga>H#yvGf`(4z<=mWL0@W)06&qUw^cx+Iy(n-?1oJQ$7xQoUcFl;OVnF%4*B7
z9`M(vQ)E3vw>OCP#T*+DV-#_chKL4$9vA7c=B4o10|HLYXo;<!(}Jeot`^!gni##*
z5>;{(p+^RoId})fLu}%tGD@913GM?JaUcj^LejGeG_PW>qBhmrDCWSZLgy%?@Kgq|
zS%SS@Nr%!&2^Tyxi-4aXa6KO{rlRY~;DY+wMundQC=)5-J%A=M7}BDY(bF}_V_@fq
z**@a6@<pkR<;@CM6@C}>l!Dd36%rghK0%~ZPG_II`QmJLwVhw);uyMWgJ!2)X=G!>
znj;c1#_5U&`AL;T>`y=b>~DYhN2k%R7n_MtG80Qe)$rMDPMtpB^!No*&w|Sel*5i2
zfsvJL<A*OldVc%z<=u<hi|ecPIVbW-r#tO*$BibYl1aDo^nCkofBD-_<@WsZ^ZZf2
z0vwl?<IQ(pejg1+Cf)JPdQ0qaGg@BGFP>jM|I7D(|Lo)MuQyL-1mbXl*6UCp+VvVZ
z(P6hU?)BHR83Zrd#gIN2k_J6`7e^4lo?Kln7fWWav-KIbX|N1fMwgo<Wssop&(2m@
zzv$Ioucxckh~l1Fm2s;@g;2jk;ZK-x1!ouOLddRT_LJ>8A9;4ZIKNnJFBZ7`f#Nr-
z#o3TpWp6xaP9~k(r<XH{<~n7(0gybM&GOmU#dbyC(Rcz8XAT#Zuq2yGK(Q?EFs44b
z_s$=F^GojRC{HZfSoKL4z(h2e!Ut9Bb?ba`bR^>JMXG!%(5BlY5iw9v;0VvPRm}r+
zWyt^#ga3pNRxW07qv0{bEtZUUM*Zq!(kqm5Xy;h;F^@sUn9q8f)%exZ%SxWRVkDKu
zt)C)`$OFR`9mCQgx~a2FCg58Kc}+6eIKMZ+n^4HDxSEtQ^dYm!$^OJbCtw(fD3By+
zn2EPaT-Oui3Roth*D)Zb;&F-^3)uWi)ybd_&>o{Z8$Gh{M4v!er--^UXC^bV;oxjJ
zFJMc9sK)uZT1$i@RpzNgbh<bPG{hF7Kj7O7(u`Vx8PXzCBKZsK{cy?p!(OSJV~LCh
zhQ`T6h$WJm2`!z?5!eFc7#C@8bb-ysgioHGQ3s97VX|_$)+&?%C_soaE}ARBz*aoW
zMjDMpr<Ulc9=BSh@X+VNc8va^Fm5_32N_Q7^brW?9wzGh4iRijI*keUl->x`!tOAN
zA^If^Mw1H4gpF<^y@B*4a7(A&D449Ghq=b2IFez-|HH5U`S8&_n_gv5DOo-;!W}%?
zIe7F~n!et@|M>p9ZparW`zEE_rd5-YQyd&?Pi6AGeIwxWT|i++Ol3wYhp=Ry9?JK2
z=!G;Y6-GW@qcF&hJ!TXCrUjCFYRYXB&HA`YnrGNQ;yV)bnhbe++K3Dq3G)uz-plB!
z@K~%kxJXKBkM|QEkQ8bRU}<TGC=gDh&5#Wv3qkDhrHD5laN(G0=QGrB(;vW=Efez5
z517Su<VD(YlO?338ZiWvmh~;nD&dk6mr<7$<2~{hJw(V&c-N&YWWWpi6rmFUMcf7N
z%K-xxCtsQI*P;WqpQi8#rh(vu{tE1rszkrl0RAgrHfOx9AXY28DT2mjGq;kVjL)9(
z+D7!gQ{8DYyEW>#&CHO-YA-4{XysAt9}qVHN)Hu{(#8(PrC1mRj|2#yUg@2H_$m5o
ziFh5BS1L&`Gvu^YlF>p?EK*hJv>{|MxkcRecC}33BFK8amP4&#03*MES1pWdPB7z?
zvnu5U2x(4}OUv?CD&oXl&yLt<QX|miL?2{5DHMQH@Zd3fWN>7B-$lEXe5J>z?lc-N
zU%lqgalSpD%x0_2x<DayBtm6?l9^4X1_nrR51BzsVioB(ez#Q{bW_01k1H|2Ahq$R
z$25m9I1xpL*ds9?!V-3dheI}*cO#&%LONE$okjhF*@&aBl7Vb5`6PjW4O^7~N5n!F
z!8*>FFdSy+Cbl!BUu3bU)EWVLy&{O%v34a@%O~g<IiHPul44AmwL41lBl~=uuRe+T
z1uHKW4ivJ0ZA7L-s<lJ#zC<K75hhF#{W>TGUN|>-?7W5D6eNB8`tyr54UF4Ly4tRG
zN1b6=ialn@)X*-*QHXLS(hZbGe*DqrfBx5hbQ^;~YnY0pvY=oC0aP!i-r%#^odzp{
zF7JKbyeUEju}Hh#pqTshv**_rmn<KzHW$<GVASeP@z~NgM7p5Wx;Z=hx4-=5M}1HJ
z`N{oMUIE^)<NoT8-~25s`p4bT^Xq39v(=O3<<<P+Vs`fRC*OYa<)5y%*Q*)#Wcc&o
zst`z6y%CQ_cWy1l)3eQnofC*Iu9`gv1dS$+ugmQ@(+)Gw_WS}81)i!N!MUYWKr{hl
zJRjFv_0{>R+pkZieg3oCYcP|5te?Sl=#<xI=hwH-M#CZKe3<RPj>jXgu7D#}H&4!Q
zuGgDIe=%$<M~H8o%?jRrV=|v?FE)2iHtWR*>rtVQ!F7Lqea_4@qZ4~VEU3idu-$2F
zHk(R`6S@EQzy9Y3_ujFYjew(vgFY0pK^Fr?yivpL4?nd^(KZW#WIT~h(0mO;qxE*z
zz>7fcJP*-gF&%K>g3L38!rUxR$6fxs1V^io>a|Lv0pn_}-NBc|p084G6yu2y2gMFh
z3y5h_qfj%R%Ec04vWBGpm~L3YR%_){DmoqwfqSrbpqYrcHkKd2uu8d1C6_~AphZzB
zlVKxb0*WOvS@gDi9!x7(p>7*0TNd$ZHtMrd4EU1`M8rA?hP>3ASt^n0WS57hj+;D%
zbcv|c^E<?rmoGw%<$B(Nmx19b8huNvXtbI=_8R^EFkdM3K;5?LaCf1IRHSHRvQ|iE
z;}IrE((tT$nThk6R1gN4%gOkN+bx}lSF#zZ29u0l(G=Cwaa<uDf%%G_N4&#i_Jg3V
z;*v9;7lGRfgO=5(1HaE4fuo+zXMAg&T7@$>c!sbTWRQ~tG%pqsn-_Mz$)M#ns@FzP
zZ2a`+*ennwbZj0qc8AW+K!(}d<8n~tgD9rbnl%v18GKGWb|)*!qus~2>nY~e$z-Il
zj&~nZNaQpajvw#-;a9)H{iQkHRUSMdfrx_(BfVZ~`c@w8JWwAVtB++zd%H+mAioHP
zA(+5W#UUo&d#u<c9SQ7fmzAPw@3BRG;!+c%GcW^~<)>D~2|Q1$QpU0}<ix6E^V@Nr
z+kASucpNaP7(B884;WROG$$AmPPp;X*v23S0W9Jnvu|KLgZm%EcO4@GDAGJiWh7Y9
zMmkZ7k$mv*f`r{*&x1g*=ok{60`3~%7)(TQ!GaMy=>Y<7BUu@7T0%}sr&J6$1QLtr
zY(Bj@?Gf;;*%*Uyc>(p}zD%}JuVy0&^}?moB7C{@8lYsv2O_|-47k7aalw@FI%245
zn87UCw3il3Jt$W@1}(EW>ac{&x`0W?)D&?E<#?14X#c(UU^@^tq<4ybtY(fzX-Mn=
zmXe5dJhf(qYHx1^dmHdK3*w<G?r{bw8Zhdlns2WI#4Fzv3KMz3*eB+L{tz`)dNrW{
zYR!3}C@rFEG69RssG)tECyxIg#SbeX0Sa7sIPrK?J_a_6-ljN$OXe~He>-phVzt_h
z@>2l*gcI#n){89t0YSGJcqZeK#A+wADGG_8hizj)>Z%rF!B7bkgU6l<dudeU0K%+Q
z&1RsevcP5L!3>635p}DOisa&<aj%8F9W`p$sj#~TD?RNIL?wGdKp4XSl@}o*z`*nS
z&2rdl+iq5!F7d_+=hSRAIUMzgVfKgpLK)5$G9g_*!G5DS@3k(MOO9a_tMPEMi4cvK
zWMf#0g7d<qmX4uYhoy<jD@2*iNZfc`sAQ=~ki!?pNU$Q%zQRF@DkPr(FxQVi_~z>T
z<!XAF4rjQSwJYsXs=&4x#}{1{=(7B5!dniBK``AveEVmrg!!-x72Kj9<r(9>p8%}G
z83yAAYmU7FTS$H~;rAAcpS=0_`OWQmv0BqOyZ|ON8@JnF8W#gj*pm1DYJK+iKmF;a
za(n*ydH&d6fkt)s^_PFed(&@rKYI1iX1u&wTx_SCr)Sq6K7IYiFMoJ?eGAAP_;Nm<
z0jbIm!hN}1EH$cigq|hRR<9$GBj8BYnVq`xF-$1f_7j*_%f*ViAGEL0bXsfFFX$jz
zBZiGSz2<B+r>L96<Z`vRyxM?z0HaC+?8VvY)$2F-#m;Ds+$^uIuh7*mFE+1UJcYl-
z9JSppH}nd1%W%JVb5bM(_JK;tTD@{}Emd>W8@2Uvnv4h0zQ#k0Ro%1g+2!@NBUKtT
z80x^_2YjC2{rX?t0Bb;$zy1C1$QL5x3_+}d#%eYh9+EMzrJZalxjo;sTMc3ZFdW8%
z2_hT{AFDmgU2&?@av9R)<!pvVY<97@ou)&2!}EMarmqUviVihH+4+Qlg*hs^-L43O
zw(4a@SzfVXkrvB#DxG0=r9!uuPcz!EdtjL$b?YRegMNprV<?`ag`3?GaQ?&n!-Kse
zk^G?5#F-TL6chw-<7r@qi8wWj&60#?BnisULozX!$&M!TOja7JBu-;CMbw?$L0FXh
z^UZReD?dF-*(4X{;Ak|XJ~*FAw8$EiQl(6!L3ehugEORwwJTq&RjQO|7V{~=Y{YdZ
z6?o!7$*0aX3zW9ya!%wOVG5WSmE4%DC~k|#B7_qmn0W+-1rzm@ENCcOVZ@cFxHMHp
zpmBt?8ciq=VBZ?@i-|CRqo`S@rQVJMxDSoRAL94WQzaCt>@+0#f}Nz`bsBv4GBBuk
z>3yv7R5A=s&{-ivI!WRS77wO$!K_m&on|B0aD4811yy|tr^zZ<?8+0$AJyCefv5po
z-MxSR{_lTBq>-LS@@tB{UA_E7b-YWhwvr8_v_L#n?d^e;P#^3cJ$m1+S0HVjzV(2a
zF#J<PaJ)yAHq)0?b;5>NEkRlLk#vl*W1Q_Y@-Up}j}K63j0((Vdk(GIP1~K~Bw&?n
zU~vx+Q8m~ruR-ZGX{@T#xXa=(sO?&X{$wxXwj^Cv1_NAVltc?gEwotHaM;(`!6C1a
zUi8~cG!3Q6yLkiv?-c?VAk+kS<}r+3VGrE_++<yBKk+qXd_vyuM*s2KtYONsy{-(6
zGom*W44M?GS|X7T_yRVQ&uYN6?q<6k@KK`!5)(gv$YCHg$^NbdEnjpIIb;AU#Y1l;
zK3Nv<yUl<HKH;$i?KDw3+$Ig=e1@fbz?<_rvR(&;-B2bl%-bYL8Z+&&{)kt`nh6D?
zJ}=2lKo&{SM>As@T08McpTOD?+yt;Moc8pLqnJ=vl=UO)c~c@m16mzbJlRGu%joT;
zqns*jo}jd%wX^C<`}{?I`1DGTUI7mlDKab(=#*@V3&5x_BHAoeItm&&0~-i3rf}v=
zG{Bh0NkeED+OJxUHYO>$u^25mgFeT`DL80`F`vufX85#Q6BwQZ8=G`~_|c1SzY|;)
z1qa6&AA4Ariw0^plBNMPiaF$wNEG#A9_tuJ{U}&d-ZkL72pY#@Ae~uI(%BIY`G`!i
zVwjF5QVu2PVJe%C`(J(iIR{bz_32c23ioh0qHDWQu5d}=eN;$B`;E%QVt#YB;WbHy
zz#50ru|Osk;EYzFVImTtVF2u^2r?HUhuZ<PB!L<h@P)n3d;)+;JP{DXjMli-XkkEY
zr;an8{_xGWs~P>e7uiIqTN@Np`Emx3MK<K|GksyIblcsTMBeRiP5Prx-h472t-AGo
zA{b3k_8LN6gNkMnc{|v7(QMH5*+XD9Ly#{QiXXlC^yS^lv(@?a+0DiLY(1gIs5$O*
zht2M|%_VqvyWM{K$!9<Id-BiE@2Bz#wCj`azW!S_7HwA>AHDkIYW?I2%l!Q8dU<ho
z_T-C?zI^rU6;0CVM2z8t2?PxKxZj3NO6T@$G%M!7$aBmhrC1*g(63-fj5mwL5-8_*
zgzR*-Sq%n#rZE<9xV+BKW{bs$U)a$HLo8j)F91T@lyHn0<~p3eOUwC;FlC>W;<$@?
z#t_C*j88}f&Tu*<^SD}0pv-`uC#Z+og>Q+y7^Bg}`8glP$kf8=nN47YID<6Z?@+}E
z3Ux+=1|&WfE36J)_x*R@`SmY<72qGg7s@>!!DxpmODfu_6kAApts0+Uy_~gb720l~
zV>KI)VC&!wnIUV{Orw~rl`?R#@VnJ(l|dWnD@h{~>ocN=<e~=M+G^G(`IpO=C~({?
z24p!I_JGN<pGEM&UEgfgqR|kK87e*%y-~l&GQ%%A;qB+iH?c~HMV)S+>{Nbqbfi^l
z>{JF*G(&GATqBX}IVBy*L?j3zjQl}9ona$Prx0D$>=}EVHd!%T^O;Nzn+k_w?hpJ5
z`-3f_0(4}Ti#-w%z%;TsNcMRUTgf<<wzD}CHFmH<fLmTEk7@>aHJ6U9=ggitUPJP+
z-EOH`&5tO#q|~j^Sf1aWpI`YrWXd%hlY=6DwhW6YL@ny9tyViY3kC)}OCG#yR<7s<
z*b&giY*vS~*|3`MoUj~3!N{l6l;}~H?6%r6;g~_GfMdz+4DXhJ3Ce22$|YE=TBVBZ
zYJi)nRt+>8|FN4=Nwd*LqRnCUaKp13m8UdoAF)-`$YfsD9ZD7BE58gXCb1JMD_z+s
z<}Mhmd-vbpdvO2g@nf=h@`K$2dT<E4?LMSshIr%A!~3T@k95b!4tgO^55PcS22&m%
zLuZwU6FcwgPIk2?d${Y7gHYBqN5>`^8rP{ur*W|bGh%9TvozG5?i*zLETp_vJ;^&8
z1|*A~YDg)@h!M-lj?79d!DUo=EHpn-Jj5(_00x112DAs8N>*w3>X{0_-9s*AUzrSw
zz)J&8x^ir+CV}AxT>_G0F&4_gAoY41$Q`1OyK>wM<<(M*1hN5f4AB_pPaptkp_Pe^
zidkBXATTh?VMas>i}EvORwb|lF;Fpw&|YBDvL_7-7N}wfacK|eFn>7`1Qdec!Xszy
zDhAzYuOs1g!Q&$D2Rg&=Anj;niHYtc>SZaHDM;i^euD3vLdIMyiadDo;6AO9wM-ff
zo!Kewp+U*nO2rX+$`K!AEAVB0hC0eaeIA;RTBRZ&VE&xPDG^^CjtEpSDp1V^o0gZ(
zM0Ws(8L(h(lMSmL7P5fN$UwzlOhUnHmb!<SW|Lmg#t^QAqbqmm)VvgLH<G6?Z;8w@
zR0}!<Og1Z1`^gc$R(9`xw~)^yA<S^%<Fdm%W&pZtGSR$%T88I}oj5)3NJ>l>6gt2{
zk$`n<c!NGE0YRK3k${Z_EJ9lR1w!x{Anx+fol;?lXFePxP0iVd=yjW<dB4kbal5`q
zhGI}1l3^Cg<XiKw5xEq297gzr5DvNG!raOg%h?=fxM-`CopF`!v@VtllGT7`ODRZS
zAv~g_V2IL&Jvgsub#zF~Wt+K_K~e=`L(xV|DjSkSFfSNb1ZOHGpx^jKk?A!NiM@L9
z<;~@*i}e+)ZsYz8H&?sbEX1=BKs9a;!4{{*Mu%9yCAB(!_VJfgJ+><CbTkE9hciCn
znCN2WvI!Ok<Q!@4^1E=J@fAr)Kf8PV=J^L#XHTA9KD%6AT(2({LppV*<5q_T+tqY_
zeZKwZ<?Elyz4_<o`D1?t8s*;iU;R)_M#%wQuCC5!+w<v$u5HSOZqKg2{rvl9w=cWR
zZaSTt%-75q%r%HSut{+c;m3xpRmm0UfN0gKV=5neBaBw~t>_q<@*7gq3~H1FNd=3;
z%?d(P>*?JUmkZ#l)oN}wlfYax5ME>n>oq)GRZtAQ9%bBY8!ygroDH7d+<?DYE{Wfb
zyMv(_hIS&-NAjk$CzoIgHkl3)${1=G-XO-47G#jirV@OPtwiRL$oQBK#=|ysLKJLp
zuqJ1;_vqn!f4Jv%`wGQ!4|%TF!z;yK!6D!6*M@{ES5xo{>=%G9bURq0k}$n+vtvr&
zBsv(@yRBTSktgAZ+SaP)yUkLgRp%jq{35FeGNRog;n;qwbd@eH&S~6+Ejk!YtJUJL
zUBh!lWl}sIj3?qKYE)$w3q{~xg=~C0Yzzm8j1AZxv1Bk7j~yQpdX#BYa=;4&io6(Q
z!y!ByjB4}_v|3I4X}L^+y)fN9*;J8DFMxT-jS#f3rqs#+5zCZ%6BFRH&hQz)%)@0F
zI}LHxBocy{&lKa~ICYi%Mj3cMhwd<dAT-ZRntKiXo4f|nw|>yTkjC&mrD}*j?>5P}
z5_s(mXPdK2x*h4pWGjl9$S($>u!_7cf?(7Kaka-P9CSH(JSM%~XfSx()R<t^4O=aO
zOK|7Y$&e3AjsiQj*X3m`LJb^IK8!aI@)5g8FS>0e?jQ_K1m!|*0kWA%uQtLiFdEq#
zGQ&A67QUv*q}3ah4yV~-B8+BbDzg~0IPe`NBQ6~<`~2GhuvM=Dp{ACdVAFd1{(JX+
z|GW2o`&;$VAq|X=-g|fd!F~Q57uMmUM|^Uq_3%zX*(>&Tjvw4t?jKrI8l3hBT-w7u
z4Re=HGI}{c;~yNT4-V{#Q>*Mqy}M(_cz<*VSu`E+;Ow%hPaIkqvjn=9l#Wy>Xn7_`
z2m%81JqG(I@lT%s3_a+yLTn)1C#}QOr|3>#<b%ZXgZ?O9IC=?f=BUSsH3&LWhE#&Z
z0FfRS7FpO@E{k4NV*m^I(7q6qkhb^|`LI753Z<Z?N$L<SkYQeNnh>Xr5|a$`Oo}BM
z+aQCg0*=$JEk`IJvWPYlhB2)E>;YlyXZ->Gy2q^Jk<{WL9waz2pV^2M_Wy&k!hl-^
z2fzv(W!&5oD79L3B`U@o`jA-@u^Iyw*j&;m4y2dK=ji==Fl>`PH>pN~ob(OxwHWY{
zXfmR!N_!Hk!=P7ta*&V2D!EF(-bNe)ra`{IsnbwUPFUJ!k<hjH8mWwoxCJRV=>*E5
zXF#QBNiZnDOkoixJ%Ut-6dB^jOLpwk$a$Q+?5KG@lC3*C2#lJygSQz7+ri@?mF-85
zy)J=FH_;oV>?9fvaG{YhM#CY2M_}|)+ZE|fS{@>yYA#C$D?pV_x!|@MSl$t?VW8?&
zk~Ec)QsltN%AOD+L@>l&d}1U(xnxjF1h^PWyvHTLgptzFfM~#-i6k4LEMr{sfM>-a
z3C0bbjg=ywT&fP~cdOM}G@j`62Z<z&XVK-b3qg9bm=bv|gN>G=vQd=FR01Dqg0Tlz
zJi-??u(vsADzM#@Ycmp3zne`lfrU73!v+N5?}Gg&2p}(jXs}lO?9)G8oj;%S=6NJ9
zsxd%*RqNSEBJK+j-(a~Pgg+?w1hak6>VNm;AFnqTt#X}(C~xN!ja3e~e^Q@X$PN3~
zmcc4Yk!XZtmxw##^^1?*Jpb@^dkg+(J73X!H)#*%{YjrZQL~N*`03Tvr>{T!vEP$_
zettidSAe(AU%&gVES-#^fbOprfbN$Uvn8X~)$;PQ55Icz;=}o5Nts}|RHZ_(TFSCr
znxHi`>aAJ{zyjne-1zW1C;h>ENO-O_Ws2(d=hNBM`Q~iJY7*aMYdCBzW}~z9l!=Ii
z<4U60G@*7a7XwWA;PjZd_y7!1@ErI>iAJ%Q#%?vhYewVGdVY1ir593he2D!VJqj2;
zJw9|4Lc(YBh25VqZ%M3j(q+~H*ghUZ{VMVx*Gp^>)ED;Fn{_lE&gL<~gdg0y|I2^*
zt>}+^{OMPBcdw_@r8LGgDtzSmb~YR~w&yD_uoWC*wN`?CWJo9#;<Qkcn%tgY2(4G^
z`8nvT**KSp1F;wZWrhyl>EMY%>B3_QK!e$jm?zjV@X)AR=V#mga7G(RtCHKyM^B$@
z)5#dHL_TcTZ;=Qk!&Jj1UrI5-by}rNE|$*3F;cPGdidax$)HB^f;rDR52pll2WA^C
zy!k>U;19#P#?xA@VA)8&<;;f~jV8xjuDw9xQQg|DE=F1|-{Ae{Snc~g*!(c4;a*&A
zuZW>z*ubELGbQ9F@-CTyd-W2ijTSw=&Bk&%TFvK}@tCsF?`WPv2nF-?7QnV->SUdW
zp%@tr-;GYI2gHwc&1}${^c?d;S=Op-UTi=itaRjAO%|j!9OY)Ch1?dCn9Zoe2`qa2
zJ}(Ym9|9fL-$DWd5uge79t7iL(7p6(cn^CXa#A5!kshz$H0ZQ8jQ47kF)K+fqMFcM
zO=g|hsuKhYq%cY|1!AHGJ*G7_L?O2eiV==|{ufO#Zkq*A`N7V^cYgh=_kZ`hgNF}s
ze;w@X@Hl`=DE9a1B*YbV{0JTFghixmZ%0}|9!kG7M@QW8A*>?rkXSTGgjLEP<z|IK
zv%hbm&*<a`1x(PYLg;s=hZxt1)B#+zDo-Ur%;RQ+0B0I=3-Imf;6@O$s^uXUt%Xkb
z4-8cNU3^(s#|4RmpfReHlrm$jN9VyF7WFu|g$<fbpWVu~u_m>Zdl^3{k?GeYfryF7
zZPMbWDj~T92u>QKzCbdRh<JPiB;TeH?bP(Jn)I2qDKCyPbxJ~E=wle#{jMsuCAU>7
zJhB-<m^Lv#3HE^1BHHb>d@+KAV$p}J2D;v{;<FG0y@el)7$&B73YB1jh23^A^$4$Q
z_dvzgqW+u@06s020@YM>f5JFb?mpn@$Iw{p7Qh<NHtHFYE3`M-nD?^uRK_A8>(g(4
z!`3Vl3cK`rz#5b>NuDkrJ5!&V%qG|_y9ru5!O4J)vT1)p6ai=ebPd>b43HqFz+_=X
zgCd6@mM8dOP+AlxR1Z+w#N1<n+-o-l1d9*CiAu(6;!yD&Jcvg_i`A0DLWs0X$lvR=
zxrn9VBI8eEgm9SRkQ`X8d7Nw&BVMOhdg4x&zhsIrPx4mH$3);+MP?v}J{9)B>no6r
zM6}hak-rf1n05(hZ!a!6CC%n*PJFRQ5Gfdm40RdfEpsI&GEAP!`IPN{r&>YzMSCY!
z#Ob(PZB(0`NJJWPHj~la)%x~wLo|kEAIp9wFjOt(DS*n1Smcf|E6{=gOqFb-$1WXe
zSo))J;jQC<RxdCJiypyaF_^<aoEn%dEfIh4;}5^Ny?%Xtc2_UdOPOMa)-n=2Tvc6Q
zyPUvr0IrHoFnlg3tY3ff#T6K$MzfeoVG%_E^E(BGE+0#ChsCN_g}lx*?$dw=t((fo
z+skL4y!v>%Sl^soT&>m@OAf%jQKL-{7lg!dxBK++>Syiir!t!S1fC}%$3K4frk+o5
z2-=LsSBur%*~Rr@{q+3m?(**Q55FV=40{>N0dGkh+Ps~q4y10o$nVSK1dA-uz!x;i
zSfd++8zJ6<r@)_o`{a7uZ7rvh#hl1t2Z#jQJrY9@C)S%eGSqxNUayeK`s5$!cSLu>
zwME#l+pe+BV!RqlbO@Gm6+%AnC>9ImyAJ*!@KbnGD@9gdW%iF~GN>@r9f6zJY!=yk
za=9E45CS^CS<MDq{^~Wp++;GqAR!G%O>F432lpQQ`d7d6dBnwh@#&|Z_h@cwHir^Z
zqRzO%AV+aE-WmFKstt*v!}g|BD1zFWPsWfdxG*f&i_41(Rs_Huwp+lfQUPV{Z3Z%(
zNud{2s2$4Zy1mwP-08K7(7)&~YBd{D(_+2SDCI|;8qBmT;$gQ}E@eP(fNe-86HJxM
zX?xfMWdUqI>$KZ_F6Y7H#{vx?F4lJRL^Ef(hzen!0zE`4qSqrr{>R(}g@dBr#R#>k
zTdlPg^BJp%4C|qI;%a+CA2*0F{3Oh@ya?$eLLe)t2m&U4uv{ij`B6Fre@wEUaC?Oj
z1Vp>vq%oWql3;x6^5W_(OSa~;IVZyj{Z7om6s%uwx4AU38^yfdF!CG;KA*o)ZLnKp
zO9p5w==S+tBE#TYgT2U%fYNh(bilQr?oA)&TR~bz5V2yJ$nl%IMjBvyQZnI_sN<ut
zjG$83h|akLJM0OKQma(jvGNm|)9M14{jFx3(SY&HV$$&e7Mlce^*XKC##k~^v4<fI
zxqv8{=&*t6q;8x2rbVY`he$LMj{W}o_aD7?Z}0wnI*jnd88uQDq(x03(TQvyNBxOn
ze}_gPIwJLQz!aG9fleGklfa~n@P!AADZ(HFN`D~V-Ln#YJUO9k$f2fj`w)63V+`he
zhA8g%POZjkG*Vq{P{@g}Qo@K)|Nmp}y_*}m(=5$TF>R`Py0&9_cB7-qsFaQd-g{hl
zd*LqZh4<bA1U;FC>7|rZRio~j*`58TBlhF%bJ-sw6_KHkC?*Mj#J%tDyyrY87Y(Pw
zA@C0A5WKIT7>ro8S|F~BD`Cb(m&0b%LOK90;WnxZFb-Up!8FK&QNO>4Ey(XHr<35M
z<V>QgkWk{K6n>jXP0Exhe5BU~T5p^{EAQ5x2+1KHV7rF}J?`~liKk^d#vcWS?}vtg
zHLD^*&iA6cSyeBJu|UiP{=$f3D(>}wgaRWLb=%p~xedC2jec!JFh`P#K#KuTJakjc
zV`V}D2308%^h3vWkUdo9NqqZ>M@(6YHc7Y5s|WIM0^w5(g}|<Nia8ASQXG4_vneIZ
zv_Ja=tVP8{0CjFyE%ZvcV%VqP$h-jjBP~SRfQLOMbw!}MC}2SDBfm-OC5*B<moE0a
zHXS9K4y`KTwWNLaaw5zFz>m&rTOtH)F)(lfT=iS64&7-&urvAwsKT)t{APZ3PdS>=
zgh5dS?GIuy+39wW<;h4#158I@DIUxx{cI561|uugv8QKJkJ~+OSny+oQu-}YaWL<G
zn=T!80|Nn~67pIK=`g>CxmY9<RUGeJ9ROGZdWI;i7_=mbL`*UqMA4@<m%|9G!}lK^
z&JX){Z{D?KQinAXI*Zks)HY}eJQMj`fw~_u=Rdr^zuB*eQ+ez*IiG?0l1)c3cH*L^
zs0*?&XbWui5dt!pN5ejZbp9`uWUN*}v58@>G^|rW<XL#D@k~R4hgbd6`=9SFKWrvv
zbs&P-GGri7_F!ijy?BGWtqv$&6baFtU6BeuQ4_p7^tpgmYZ%GEh@~Up2xvIUwtOz)
zH%Nx5Xb>bC5_iAaxIMr9?(N45?m^6;oBfKa6e!ib-g-D%k7kSE_~!hABFL}cw*1Re
z{3>1nAbbDu*FW{^1)A;;i~05T?CuQJ>x{l3rmw$z`OD44%jJBBp$Hfz0EQ;~g}Nfo
zjEB>FI*Y{!IA^cbp&D`AXLuQ}S3Bw*2@Ilo?UX-YS(ni1JIFhe;q~neftJfF-1x{}
z7`A)NRBbYOl>&uCQ<hoKJPRqCNk^wFt=4Nqrd|uwJSjwa2hoW38&DGzJi>gya@Jxa
zwplN4Zf}57P#Jhe)8v-op?*<HazG>r#C~APSO@(9e|w|Cr?G;Jg#)x2{o}9yE7W>o
z01GM{S1a)L6g86DB-#f;mQ*7pMAPvY@G1k_8nfDX(e92fFU}v{yyh>l<Am{rRSf+L
zWB+7?8%1Kw!oFWF11+sfY#bofZ06&k@;KoIR?7M1e4^O(izSAc*{DCpL{+6YX)zji
zM^qEFx?!9xz`L3}yZXiXrb7m*Ed!GN_V@p)Jw3u<?sL=AVJb+H(lJDXQMZ>CNn<(L
z&$5>UGE@+`{-@z+`2AsgbVCA}gajbjC&@VCZq3o1jZF;iJ=Nyh&5UA{X0^ri!W2xE
z66=W~De?jpMM}24Su2e?2wynp@Wm~LgRxx3|JGvF%P}0@7gH-WFN02-ngG5RHyTdX
zb^}R6e<5EAVeU3t1V9j0he@p!TwWkW_`bj`QZd|ZRP8n^*jg;g9IiQiGxO#MdxGBZ
zy737|{0=-`093ID7w85E1w;NI1~4QwyUoV4<|e_x9M&ZiR+rU`sjSzjF{5#nCt_tX
zY8hN%<Fj^rybpS~-7tf}J=3d>8J}zhQ!*6Q9iO;io9i@ogF*HD#fxwL_`84pzy9^V
z{dXoV7+)x0%C1wbwi$HBV`eI~+ho$?6<3{Lr1u!K7Bzf((sM6h(Hn5oTg(oF&aPD^
zG1ZeNOj#kT)^_?dXfuMr587BGYWa&ONUY4@uTl<<<bp+<ZC%{wr}=<h!dfmx-&LH2
z4!$_Mg^7p}4p%&Nd#EefXpr<G-<RnN3>PRT{#F%62!u>*@JuFRVA!nkGvjze%!77L
z=4m;X9#M8xs^k;dc7+0>0Je5$Xw*33%SzybqNtkI0h3-}6Utyi*ew*G=nza9ATlUn
z)C{qOq|=AB9q9m?!~;|eK>Bimdhl3IPog#p=|Yd@SoAoVz6d8`W<$*b7f*K&!A7Ep
z@U<dNThi-h@+`(e3{F_|dEFu&A7Wb6<75hw#T4z>NuRsRek&!milu5M31D_uDUN{3
ziP5ajUBurmCMu~|GZRG~B&vy?#zW=Tt0AQkK(j&Nkv|5w)j~HVY8X?ZOUESnT$#Jf
z1}ZO=l1;0{&n{e}4!QWC$*nzw3Y+p$Z*N2@WWlOGdb;4?Mz2G^M*@-J2IOEaMsZ}i
zSeTOnLElPRA=@kDm{gkIF1o<zkA^+MsE=(u;&Vx2q{iVS;twN~fnZHV``u!*ssK&d
zi)JFe?R0ptUmVsmME})#g_wsKqFIq?4=Lmd<eTWZCT_#U60-xrK->?IC0Y#`bTW2M
zfP0y=NVGZR51do$wwWH56Mp&GR7QNB43AZ?$;EV<icES0P`G>^G;T&9yqy5934N!C
zZ35o%dth*3#3D`rVUJiM-DYBpoP<uw<R0Gq>9BjV9PNuKVn>`%AICb<65asYMj|aR
zS1Bq38wgqYFJFFmd2!vXwd=)Fg;v@)D^C1oAnsAN!<fW?@9`GL?GG3YzToBV?9;<r
zaNmbHtt%I2n+vLhp%jhr7?W}s&tG2Oeti3j@9V3WOumLE*{c-)-#`D@!q=Wk?`QMF
zVvXbL{%{NC>*d9ppFaNh@!`{aw&UJSTTQu;!_JN*GQf~j2m1&4s@82YaiEL<=IZy`
z1DbRQ1W_JD(e~xV<>8ET*nTje8Ip@vXFMIC8c}|IcYnTI@xFp1L2`SbR7#8nZ1HB3
zJ~x(ce)liMB2N1m0um4fN-<i^^7+NtbUHfQDhW$2P_;6KhRCST-V<u;{QBmAsf-Z_
zdpSA7QZda6lF#RH<&foTbxcp#p4dOOn{p@;eERh1-~a93K}~%7@zeSYm%#=_9#Uzu
zQK7@OQ!h5_(D)VF*l5Vt8DmIe5^FYa-FIKz-!rYv$Q6tRhl|4ij~j@wIZYtd0$Cur
z%$0|Hr7W|8Z0%MP_&y5rtkak+FvZgjIpSK%^wP)Kg+Rdxmp+YZak5ypyM3k)Qk-NF
z#aMtKB)#G3G&d`g_7t+`bAwiEA}nUJgaQHRmD~g}sjSmsZ#63@1@!y|0b3y;q~l0Z
z*>tv4C;+Zki2L0EoxOE_UY!P0C3!MtW{SYk!SdN$zcWN3VJTUYC0=S?d<J8D>`c*0
zY=NxjfHm%;t8KtD=z)dAjh~2x=kqySj#5z~cZCH7zAJl;B;mUxS6K&1DUVyQn#^=$
zhy8&_AQ1Eih(Lnu@;Mxskcp3x;^)r5U5WZ&&=8!>Qwg!xn=n#3&4y^e!*Uk?33Lc0
zUFLF{bOtW+D0Ng9F{BADo7te@<za*4#!P0^asOarT&`pcMh%89A7cQnBntkFMrs_X
zgT!Ql5t{$>+EJulc&*kTB!LLFYmG^7(4VSKo;-c_`)_{x&;RG~AD`%s!QdOTN5}ZV
zV4}jEfInbXqi#I`D8a6fkAP)x8g!^+ZlhlN>|3|ls(<l}4I`out}yy*G*A9D>d=`_
z=;PLg?G{K`unrWAs?FfgsVL*74&0~LLfk6yBctgl8ZL;j0b+7{#7FYUU@qch@#nWY
z2nA5djZ#Ej5?eUbQ-EE}U9|$rkid?Q66&DUP>c&SxX*{|y?eD{h9b^#HrFhb*eKzY
z#&wfc0OLxY4U-tKcaoAR!CnY4eW7}}@IgUdl~ZwQA6bS*-9RVsv|APK1crQwtR4!3
z47SswG`1ikQl1LrzF;yMo<EP;E#<JU6b`}RCu;zgjDB<q#Bucly7%a{4y_JWEl)pB
zyu@roGD03Bun=%KSk=jyBx*@f%z`G!MtnSGc36`}6K{XFR3zHjt`u3iQOXtfcspcH
z!rpc<MJ;$+%C&ML^Ik0zPX*jS(t<W%_~ueHj9s6ur8>>6$tbj9xV1bf#$Z%Um)V5<
z4BtET_Q;GZOlc3I*_`3fqB^0j$f4H>b_?%%WMak@-(%pE<PRWaS{_i~LC`nzIRK|E
zTod)Gf?Xwc=<{W;c!BcEV%ahPG9|8v2F0%#=L*6yiCFBz!{w-}kXxv56GNVh)%a>R
zgPB5&1{fW`+dHN>R?0FwpKUgP!bl^=X=989XXF0)e%r1VV}4hqRHj@TYXC>VP8Tv^
z9WfcZ*TrT|<0Q~LN@H1#!oeUGoumB->}{NyS6aaQOj%@M5Vi1UHgGV|QlW4s(4_+m
zM40txslam2TNiL2v}atMuU~zS@9ScFD@$d$P@$27;!S!rLyFhS<Fz@cYp3!Odz)M=
ze|mU#e{nVHPOJG6U9)usb`fKdikF`_GkFBuaS^{Sfd@4aYt`x>-n{+(-TODU_xt7c
z?&9^?@~~oG!A$}*H2M1J{PoTKyVtM3hWqj_&+%(`1qSu<kMBPZTis+dd9|ktaSiY5
zZg+jTzJ7E4?#sI`-@X5`+g!7v^7}k8^@51%IjJra4a95?`yBUsd(dI~hkjBYb|JwJ
zW?b`o!^8G$zdev&oX!>s&7sqVv49^Qi&mpi2M4iP<Ek7WTTg(n4?2_Sc(dXj4o9Dx
ze+sMEd=B;sE<u<JPraH$93$<xT8wtvHLW*Ixr9Foq(iq=1Au?NXR@ix$1PZ_^gNPz
z91Q7;lQ6GhNg@QmI8?9J=|4hh6EjJ(+3>f2^IynSU)|lW_Iu0)EFGbVHX7yO5c_;#
z*kds#;@!et{>ZV1Affz$E_;1*%L)KGEG#pU2UJ>Cs<2gOq!Qp-;AUrXqKX=^2(sdG
zHpIHmY{>%v(g>W3bU?ew!{=IE$2Rwf8f&zhRD4Ld*QmB+6vof508_<y757fRfl=ed
zv*)yPoSvMzY}P1y#tgVcY7jxK7I5#9pY;3e5XRs%#G`PfSpmjicM<2r<c2oIAsS7o
zQ)fF`ozO~|g0o%3_dzcku-JS?>c}NI194g++KJf>z67ic_Pb=_+b!VtY(lccDJlqG
zomQ3(LAkV=O=$|?#>A9MXyW{A1I<kEy5W(dQ+YieqK=FwAi3?3lmbC!9;byxp@S1J
z#WLMm)9a#jD2NAM5}^#mSqq{YWKtr|Xj%s7!s9uz^uZlN862d0ufuFN>hX8kO%_Hn
zxMZ|%yWzL$PCX8*&xPDz!(k86yHw6{|M0q<f}5JiIP1lrN2wwbaH>Z_@Gud+k_tY`
zOd)1OKofJRPESn+t6pnhm8m{H`oq8c%hTWf-lEZ2bw-O?3(?(SP}4nx(_RmQLaSm5
zVtDX7t!{kUsuSId7l7^qxZG5yE}c4L)f<nfA36pZ;kQsc^pwmU<uy3I09EN;JOk#5
z<p~K3-9~g-5{zVeT{;p?2ZIPT4Jlc}ga^BcmqoB)TVn74L<XUqonRQ|s^C;V{f0;;
zAzoIfs9SXZmFX<^xv8I)Gc1n+5OaAywW|3}O%8i}jY63aoWgx8(R!SS`7qlFnP?nu
zykOQ5qLUMTDtqebB*96ds?`0!9E*7z5}5Qzgis-}5))J<7Rb<u<b*=z@X_~VXG5p_
zbvSw$(xOgFPH?!?r#RbD^DL(XMNLvP&aedR!md7X>5cg1d?-#<q6dansYHk4i{Jf=
z$E1V)I+RPZRwo;w6)RdRWG9@hdZSh$KcaX`j5m2-*NU@VH|h&AtRlxjoIu4Q&Om@C
z$1W8UA+-6ZyOQ=xF#!}9mM}Conky4dBb`m)Dfk&F2~(=ytyVwOVp;>}8ZfBYGtvV^
zYL!9Jp;vKiK)ljCf8w$jQN^3>Rz{4&s;lHuDB+wTDVmLW9eC%M_r`6R8Z44K7*=`P
z($AU-`Dh$q_`-w_77Rkp7{00kQ_Z%@#ZoT4RE~o6ako{1f)@w?nNRT|N1{X|#DFlO
zd#y}_xyAb~5e_mw;dPAp-3kXR=I5$HGdI^6E*f}EIo}ceZg={q?tZUOE6e-EoDqmO
z7kO>8=pd{%5P$J-l~~hgkWD8+JI8|p#~(r{{5yl8Vszj@1zmzpE@*NA4;K@Tc$hQ8
z;Sk<0oC)vW{d9Nv^8VtkU1^lkz$;30;VMj4f7I`!_RAdxCE*~u9fd-Ddx5j{rjH?|
zT4xr;{l&+*2#}8P6UXo>q%T}^xnzhZxERmxF0Q|O`~Kzi-Oc&sC0>T**=oq4t~ZB<
z)9YbExx2V}|LWD(a9{rAIerbVK)X`-{O-$gyyR-V98ETp+3Sn@o9)%j?)K&R%kLjP
zeSZ7h+5QeX6S_9FhAf7fHFk(ga(;B!Fe;$m6r>`KPgZ23K18tTY%pI=05!Ds+w+UV
z74G-tYC&BiTzBRZZl<V4uU=l`!zbB-tjzL?L?jc60)-f2i;|(Yt`_*)TNuD9#Vqs&
zFq}BXS?vM0&)^3o_=BL-!FASR9$QX2hYiN0^3CO%sbJiPca@vZ2eK>;hn@4o+2#2;
zxGt0~;0VMC>Fo&mT)+PNzi~JmiX(r}AET6!wPZ`v@A3&aW_n#E$w{3EvCRo<)i%rw
zt_2KP3bJgr81K(^jaFlGwyQC*RhZeh^p*HhAc5$VoJ^)nrwD#*OIz*k_3g{6>-+U)
z&-8)>2PIqa&31dSL`K<B=2C-x3)mM=mUXHGg0+;PtB6l#;7f>X(A0J~IpNUB@eB5g
zcs4jc0)bD)gX|Pj8T|PQeXCx{<TA+u=J#TgqFer*^(aPoc7*by@wJ#OP~XEyt7Oj=
z&_q5Sj`&?(CTeCq?ss&cOom*}6)+k<UlAwpWYKG*1!mYxG^%x8DkL>h52<*RFAaGX
z3LJGxAmA940H&dN(7@vLxIzI=)q=xnL49JC9ATnzJ5q6UfmkFGi-*J5gBhz*5v=GI
ztI45s$t7bLkv$GpirB_NSY>cFb(^H+Xx0WO;lv({5W&G2#ml5SA-Bj9llE)_&;Tp-
z+D4L<;9eatHvJv|uTHX!4hN@fpWTj;43z~@f?I%xN#_Kwmzn=%gnqy>m$sSbM`TNF
zHf-`L^@|rC7-dG&i$8qhV$XPbV$rE=I+f<x6VMYz*z6`fs+ZfO(;Yw6QM9c+C6V|1
z_rC>wZ$4F0kd~uod?CNZK!GF3dc*MxpM_Q3Y0S;$QNxlBA3G=sz!7{-3U41DRG+#G
zI;Mp@T7ubF;w8Yuu2kfxnYg@09Z5+H<bV-?Qvnf$!J&Hkd$OM(#93UDT*czfK9Qvo
zUYb|{{CkB(exs7_!$wJfV2wcTYC!`=w?+mL1eeK5F(N*BT>a&EFzGgC{Z`<p(6@@w
z5K)4F-Rx6psjU$ZTYfjBFTto{=ZM0_=fGSwAD;*i>~ZG1&1I}kb|aqlphb_to@gO<
zGSoQ~KcCrxUoPNOYKdqhH>y-%xbT%h@@Ld>8=?JUC(|%W^-I!#G6etyK*q#Kr<hd~
z=X`b~ODI~fFDk6HpiKBf%uc*4Nsp(PNU{Ls^PAbMoQTIAW;q$CXG3rh$Ow9^`ersR
zdTbuuF^@UsM(7Iw%qNCP7?U+Q-ZR#(Y)FX=#62D+E=F9ud{)gdFp!YTBBf$2I>^T3
zVm|A(>JZegu5VHJ*|)();pZp@T)e92*tAG6DkVcuO<d(HHYYc(a@3^|xruOqK?|?D
zoKMp;q%4<<C3r8a9uvV}m!er3&MHV~lsOjZUTlM$ff3L9RDuH|)k?}4DHjVA#bA-r
zM4bQq7JX{9dU>&!)+%DFB{$n0oM~b-R?C;9BtEmS_&8aiak(M97<632m+LitR6;c&
z!7WAtxbD%N3TZ6&_!1~e;y2ID!jU%|&M(%KtdS{G#kA#dx<LuPd;8=0_Tts`eZ5eT
zlB~0-xRsMpQ4A-*-IJ*aD~3Q1b~X$uhwatX#p@xql*eLnu2T_T5X`bf^vCN0BJJ@A
zIWa!%RzWE<W#PB~;lt;f^PA0V`TF|ydUw9;4FRr>+8vy;!*=J*-TmhezhoZ2hQZ{k
zc#f0;zJ2q<s6V5ycuf)EeDU&ddB4A6`FMZ0`RU{LZ(qLq&&?x9%yNOnS_aTPODKw`
zA#*nCv|)4qFY!U}T|<oPyiI!ei8|xqV81zR*Zb9q${>as=7=(zEF|v3*&cu@KK$)w
zJnmP9eU^IdIYm6nAzXYs^EC1>fX&Bzc~)TUL?WTE^Z}sPq;x6*;--*G^jf8MHOCu!
zHUeW`oQ>KT^g&?sF~kmgOlSye``zsPY)OgQXwZfEFrCkF-4nx3#^c<t|Ld>*hP4+Z
zN^BJwr)Y=l_j-jw9-r2bwOpH!VEgjwf&?eN{k{??7`=OVPs*TP%b#ED-hX~~|8Pgm
zIP=@Z`I%gn_&P{!Gb+g@qs?}UY*eb021D2yb;Pb}rAkhe#|OfOV>+-zxeD*0*@5aa
z9Tb)EGSO|7fzjfr%A`4x#+jS=oW)`+<&)}@Bc1vror?LrcAwMAI#z)_rjj^0DhzP-
zKD$L^4enI*lh?|1ij#Qt7zM+jAk+u|*OUO`u7cc!y90|ao?c)a%yH~NXqw{>Aw)Kn
z>?!MI088u+3JCsCB8Y3sQexC07SA@d4V;YCszPebDDek?w8L&6%zwR7jYn|WSC!CY
zn5%aLOqt1OL<*qj2TKy$E(T|OWkeehpirjBU@=CL7p#`+tRqT!oG?`+GhmP$#_7V#
zi;1Qzv$!;K`*zsbwi3)YYgFu9!d@GG;BX+|05@S%ic8EI9ex|gjUq!EcM%3wrQR_J
zLlxpZn6ESmdY2p0BaujW`@A%q{mEK7OgfBe&{JX8)3tr{$8V3HKwj0To;^Py>|iys
z(?lh6n@y+R{9g0qTc_T{o{`}JzJ$k&_esZqq<iticm#mrg_lv2b(_OV;1Row*Q5nP
zMKvT|BfnLf^4l?qvGxjBaoq#;VhGWBjb`?Gs4grkk$^ye@-1MCVHE>W1ri@R7J3(Y
zT9mw=;6jyBjOfV-m{Sn+NO0ijsRZ&<^b@4)I6Ud1c+u8Ft1?co5E2F(MqE$1pnpJ4
zq+CG2X`#P7)&@bm2Xm1_+=zotb<wd{%jG7mIu8;Q2BQ%GhqwTd%*|epf=I{}s9`8h
zPQ5l4jyTjR*cWvwmNBQ9sk3y#3d1fH#>oco&1MYnnHsf4qfIe#M*`Gh`Uq@3TE7@O
zvw;8`TY*=@Zl>c3FIFRysy$XFQGvk15iABx*+r6i*s(%^VU-P;hz#g=Sm8@R*W$aQ
zK@rt#W)jVmSb!R*e0?kNM%tZo6gex^PHL=vU?@O#NKvtzOrgs`x8Rk`ksA$DJ|0Eo
zW7Wt|3Sy43b+<udJ$-J~oDxt0kBrBXLMw~zG@lbMudXr1)9FY^lX(Mh7W+r?0&yRm
z-S%vZ3dML1ITsWNJx7d@cpO81g4s%OEa3%mpy~LaE<;CU%UmxMn8YMetZ>GS1_uqY
zgk@N)j3^y`SR8S2!*g6gXA`4Lq#T8y7T;VQZZ0>ljuFfYd6BlSR<BDd5x?Y_NHj;v
zIK%k^Hz>*yrS@^uvmnh8J($U5SY8lf;RNCp1uiq_R7nd_QN-^#IxuVca1e>g$9u@<
z^;9YiOmN85*>v%{k3U~*z-I4DS<wB}uH2|d<#e2@a?)vW&@0XvhrWA!D%@GNi~Y^z
z!?-){R2xOO)`WQCB0FIYQyETu!2mAJbS%^?<->xvD&<*I{(w=RThIA5uKTMUo5#^&
zz%pgbxg7cH?MtSw&tJuj`Ijg86}$pa0^Yv)@oaO6Aix>(d_KS39d38$*BgL$_kaHW
zr-zqsSMz<h)#oroq>odWlqtxlDfv9&S4*y79V$u{HdD1y9;^)xYFz7N`v}Ovx?j<?
zy;_33qLgAZRPYNBv0!A?8<qK@52kdxA_B-AA1STSZRJ<%!E}cD)Fo5Bm=33t!Gx@!
zQdQmSLZQk=u{O|P1MGA*X^sZfPP2$S*6UOlQI?BYy(;5~xV}6Csm_M+^7?EtZcisI
z#ys5kv>x?H=}<NuN$Rxv-~8%tKt-({tG+9=@J#18SD6p{tVx?q!jU*ytJMng;&8<G
zXCAAeW$ia0^!r%8E-nG`pHaR<nsSDfzul(hayq4OZHXzJ&ZDy}?l8a_>^(;^D8v#w
zM!*!q#k7yFzA9IMjP*OcDxfax=|zd>vRw_SET^k6k;?Q(WJ0%8W;5|{?Y5aTCgsXc
z4Gg4c2f7ydaZF;M<1t5hJ>Gnd`)vW^9SRkuR=C#HJYz_J%19<m++K`EDVT^Z2Q@<k
zwaAZ~@uCNUtXt^>tQYf8{j*8dR#Ci0i9oQ=nzi49q1|t{7KG-JKC{_wvkAjYE>>7O
zvO}qsnU`cLyvajl5`@|nh>*)+NU;;i7Fl<Y5nvUFhK9=vAb`?3#0?=p<F*ecVTfMu
zc#_#n@gs-)+$@4VUoaS^)QJQZpU1ioPDKI@jQuHe$|SUea0;3jx?fQ6;o22NAMP%*
ziCQAy3WPuTPk3lPa8iC;;X1rt!1HPJrqUPT3tO5=uXbDULc54M+F;I;jx^{^rz-8y
z3mt`hI=onVT>3hdN^^9K2Mkv{Vi&i2E0IR(AdinI*G3Qv+U#zF$)Y|EIZY?u{z1TK
zWYwDh+B>Zd?J?#nnwr&5{s1Y0RU?y(RefYrAAuw#CzuHbacw2wU}$h~so2UzoSp#p
zK8F!nJ}Wt^M&r<F@OtrSDFGO}r3so7{=5x+#=!ullrthy3HZJOup^ijm;_>i3pfL~
z2^o$$Wy)A~Y*q?`Kv*Qu8MP-=V;7<kIh$qrTA{LH{i3wUYAVH}wM+`OgB0_pX*JXt
z+10ZD0_ngw!DcWUi9`h^T|4%BWnu{l7^|pQvZyqSjzCI9JY5ErP4hw&Y(TX979DG5
zq!V_UrlV)zHB?WZ@Hm;@1QUQ$6-&mXAS47B`vg3FY*EX}NRHnDzZbBtVxb3d431T4
zT=Ft~HKZK5+;P3K?DYe7JF`|j!{>W50XHS!1yYA$tZNFeqCn}5jmON8<7~?OUdAcr
zPWwExit{ZtgLXcVkW=X{hepV628xz^wRDETtS+S>(5jz44LTgz2;l|4?)VvIrN;tm
znP4)nGy?;TuB$bs)CEio*4Dh&+%^-Ki-_BWw8#w1WJ5-Y-)clNTwcUXc)Rrp5hW4?
zCZ%M8aR{$tqf}JzckvjW+k%+F5sxGZ6R(tv)^G`g{AffixiDzSY+&&ju+7IeRZPY^
z)Kr8>9QR=Za*blSfa8m6C2Ya6T*VK`@rL6S!?@t~at=X@1|9(+Fi7itKF=v~G3-+Z
z#$J+3M<OD~Xy4hinQ7nWrFYb?gsgp3N&11=(wKk{Cg9ErM?;a%AOC!_zkm`X=gYN%
zLb<OM<aCSz0MTZ$gAC#Kf^Wma&xzu0ad>n0o;XphP?8dH2*B}RG#RAtlGZS?+inQH
zbWlQ{;JU#X`ugnh%f~Ml+v|5P-(TQbnJl@~jJhxdm2>@U(0_P&|KpE;`3i2!zdXgS
z;uYxCdRG^3?k`_afx77T(7tZ>=Xd*y+x_+B?)tBP`S*9P-d&&Hx9S}R1Ym<DsZcIq
zZ0Gm|>AeJzS)of|7H_v8EC6R_Ck1kXT4!jhlgV;6<3a_vzDErY#x1PqOja!8$X&q~
zUGVnmR>}0?ewvILgI>AYkqJc-w!=rnoxR&>5@2Mq;vG01w#y}ofoMpqG0rXKASSx=
zS+7>%^2q0mD0;@*MZ)j=uwvK)#!BFldd9=qbiL|hwtw^bZogmPr=Yx%ozy@7<{wU9
z91+&8)^O#sSr{s|jYe%T<#A6yNsM|8pb<=6$Z86lpH3wLoNOPbgS)%iR-3-0)$Xt!
zjR-bEfgiM*z14E}@$+}L*B3zV@xX1jggx5|R+XaeUJpC{fRF$$Tt17X3LrMvt{(rl
zlBWo=kGr&5W}~PeTSr4NokGpS*_+K~^<Y2EdXx4f32ee`!z;@Pm&Zm1kStffMOO*Y
zt4uzX0$|k##6i6gO)Dg=(s4{{{AjSD<Ge=m!A6oIlpYe0Mv_s~7rn(`454g<{Cp`w
zc0q3htRmiKY*$<+85&#FD&4;HSaN3ONKWRFA1Asbys!CW0y!6$4;`MobaGx|dk8lO
zLp=OQr`Z~dgp}b(r^eXKnOEYt9q_T0#xRfD1*ivu+1YZMO~pZ~QHsKftbo@q9x0b#
zAcb<73^l}T8`){1lX2q<u*3-kxJQV<lp0mOJ_DQ6W(FaP)eY+xx|<)*8KOi`U@8Oi
zRViQ~!-nJ2o}4HJNYSuWuk%>#J{KaGCG2r{%qFv1>*S@-oZ##-93R0gM>k_&L;gYp
zql5^EghdT~LQ9y@aP%VNa)L>Rs_HT*su!C_6cehu72LYgul)jn3s@_{9LNm&2~<y<
zW2dy(M69}OK=7JPj098#kz|ZI(80_gEMO)C>^iqmh3djy40ArLb<hW_<XHBJUK{O@
zKC6i|B1t{Q40!Sh_@#mq`j!Ih!qP@(5PFW^1J=HZ{1OQzXv(Ha#%-;nLZw9Du|6^&
z20|dt#ApC7chu`<>nEp05`|eR8d=6gBSleU@d~H3o=#+VVR_ND8twC=gx?1TgH@^9
za0(oZ)udoyF{)>_N&7I2CFDc|6SfrcQp}05O3sR~BPjIoDeFap*GOHsCC?~8(7<l@
z+w4g=QBDu5Nx`D0mZ+MH)N^7r6UU&17FSBf+J#h8N?_cg_b1`Cq4i~B5t4~Dx+ik+
zVKKwPUW)j6UH~ZMcnDoC;4q^g<;7?w>|#h$;Iz1#{N9WoQ4V&QlUM=WPY^t6i9|Ur
zW`l8tE<AXJn4f7Agb4db_PnGaJZ3HGK9Ox4n`q=FqeUR0kV@X(y}Z1*A|sg>Mde)+
z@xz{wlx6`KWp2U7vKv>qo0i5b<GxQo2+Be^X7~?93A}K0MK@-qVg_adObQvxK)Y0|
zF$1Ac3vSX1kME->joW~%6(mbQfLzQkIhjg~VVz2L4bTU{Diz;sb~179T79+IwYvkV
z8%sG#ydrq_P?*xG6o*QDUu0ntiC8=yWl4cc5DGCWafS-XScr`z<}Qs!!=Wi2#)p7Y
z)JvKeN}dNaF145xPAPL{{QFNoVGkY<b*ghYXyFj#ASR`<xkSccu>tXm1j6YUR(=2)
zq0M~z`ucth6p)KgHdjh#b8!V8i`jrm*?cyS`IAHpz1}=n{2lAX`umSR?$=kBhnKe(
z_uIv8GvAOXU@19ncV@l*!`;h&`|~e7k6*=P@-;lka;AKBe*bX$(q}ghYci=q2rZYZ
zEo;Y{-8Gi`_pd)LCOd{K5C_!rk&vSR8paf+@d`Zc3g&R!<1FStN`U8tzD4a}VbFm*
zKiCqWT<yUrKqbY+jeJDqGy@og+DJUGbAYqX7^0TL^=5i?eRlWqn(G|6Eh=~zv?y){
z!bRsbEN?8Pi)pLdmKlneI&frBMN}zgq3*L6U~nQVSuCa*%&5t}y4awuwE%(c7Q<0v
zwd(Ul*d~&xWF5KLEC5KmtcHL3hrfs4Kp8gFtY)ozd04Z#!y?sdHg0L?W@IU50lm^M
zxmm9%>{i;W3p90z414>t6{&;W*^(l00JRhn@eG?R0PFSL{_NG=&Dn-XXYb--dvURw
zFIQczEt@6oG5!p?jUk*exrl59<e`pJwv=f!O0)~Hp=B&7Q29L`2g31G2AEEfT!F{U
zXrRR%%)Y?qvOzj!F2X`Zy)_nDLhGZx0zPF`M+T7Hq?{MAvsNplFA=6XL?Fp#;pZx3
zI9mt7#`fAc_`ubcNt99`!s!xT1cP)e6cZ!d>m2-buD1ouemUskY<LMs)>u_c#{;+-
zpdNEM5c*ZB$OoNaDJy|8sF$*>I#|t+ghMBYbtI}eQQ-%}e1hGb!H+N_G$D$)x!8hm
zq#+6O-lRv-CA9AdL|;~(=yg;ep$&Sujr!aSSNQ#^g)}!)7;hNfz*WK~ijmoeH7O8j
zbfNK(rX)nq-3_-J&@&2$n8`4QsZd=|0GvQ$za+#Y&xJ`9;et#hiBTjn&B-wx!kFw`
zX1(8O7f1tW)ViZ*&;RgSR$79cEvMIMG7@IA8+E5Io|BG*N<pVKn?a{RnZc;ZcEGVe
zIkKpZh(J=b&A*#ZPU+DOAOvWS9okcy`c(hoc@TfTL1kBw2Q+&0r?9ZxdOfCek3o|S
zx*5qx3!=BU;5-OUW~v|pm&++}D|eb$CJGialNEj{5`4IfXwqTlC_>6oYKa^K1`!je
z7exc5fTqa`E9j&10E4<nc+Kx^6?4^W0$@{967$gj?){k8L!~u8csQSQbK|iu5GXZj
zM7N!Rhb<ZLN$&TsTkC1Y8|YgBC=*Em25i8i6e(H&?`H$v$YaGM&w@%yw7!Vl1PB7O
z7qe5$ZAEPZ#UF9gc5Xrhqo~@cQ{l-+f5YTvRjII7@zg{=YMa1I6t&YN?(6}IB0i7|
zH#4bXJd94*NGBS}Xe*OoJVWl2xi}<}6UyoRo+6t>r-LR`HoR1Om%;*F4pP+DtK}-0
zcq5xEGJWyOVY5`?!LY-`P|A-6E?Eo;gu?N#LH(ldTNLa8i<SazeilmIk`30G7K*-I
ze@eEO;<M#yjeRqYcP^6xIQ+wpKT(JVJfCO-V^R)`uiylO7Is-vQ4+@xYVq4g${^yg
zFXC@>d*Xh26?q%V$ygF1F~+Pxqr{qz^ll-Yt}8&c7{NeJBai=xV<EudfrdtXBR>Ix
zE#Z(K<_hisjxE)agsM#Bq*yFJ#<{6KJHwogQ33IpvNEnMywhXh5VIlYH^Q2nXc)tA
z;IkaWcShMg9(!^GoPhYsZ1zu1PQ_#}n?w+EF%>C*W2eJqH&_kF;JKJ586CmbfBE=5
zL3lW;^%B(zAmuX2Fp(L4<_v5?EEG+JlWCx>9?x#EeYm+Fb9}AH^+I_7{ZCBCgCrvH
zKrmh=q5wvCI>|^zOb)uktBd<j?|<Ab&N%qLync1QIn3z~hZw}Rq*32Y7e9Xf^4I_I
z*RSEe{L6Fv8eV}^Ds{O#|MK>M16Q|F0=Rm;+23pk72n*RUA}$w>BGa13{l(_k-;$t
zk%5CpK++8t6IO2g5V(WDm-ag3ZfZ@Udo|#x#a_FPr5po0wU3aQ$ttq8Q^*pqDwsP;
z68Lv|702x1hV9|7wp>p3XWJ{HmMcDnNs3aQT&r2aW<R7>q*Ja|QbUxnR;AgHp_@V+
zYj^7t5Mu-gJIxVhFZlS?67YP|f~&bQk|88*){DEF!`0<>PHcP7-|sg}4*gySybZ3L
zfB4(~0yv%V4H8(Vo~@Te<{~CT?(*>40gE-O<!Dft4ZEDdz%&$!v}v=!YeJSF?1<jC
z-psbUDYcJR7iWwaa~6=S9_K5TaW8LgzW?sSZcFF*n1vnRdZ1A7%RD#b+z7z6T4G07
zDdhNyGD*?`S`=}~Sf^RRui*;>%9U0+tq5OO`nhtdj$hD|=JwcVrsRvjL*uz5=t>Ov
zNvux>-DuF;W0vAbNjFj^)l_Cd?0KXZnnfwiU%_Tl0qqKhwkFAigfe<nt715uP2l0>
z?AcdpdW&TU0L830?ltO_d@>yBSBuSZwwRNa)76eO?WB)YMV51&K5%|qZ_`SFdbtwa
z!#!3hd8|EtW$oej#N$-TfIBq>+<+&DTnQY$31hNu1jmY(1&ynT!I%!{7$aL;E?0S+
zjdIpu)^J~-5{1!=Coa>^RLbG`XYq`-#&#P)5B(#Rgc4*Rgp1zAO$jd<k{L{3I?9>r
zxVyOQW=O4K1mL6{r&|mPtJ#P}9}YS-lQ1(W>81#h+Ym>4!C}YrV%2G%|KWEu=$W-z
z-Kk3T{8_+hcAGSIvjIZI@wZPwPZ&;)^~cX~+FMSZX`hg4R5Oq;MR<)yt4eKCY21pB
zOAD2ZkRxaXAYdTty}FYKMTb@kKy~yV3-&N0W+WX`8Gbd!fRG*H0kKN%;C3RH3@U;_
z<I*3yjEaD!><1l;4SM7+?(&Z=cctwbuQ)WYYL38TR7ysnr{k1k`N-x`ipPm|Vk??K
z_pRjP>}mxM>pV7zEF9%5nM!>4sA16ru~6>CkCmJ-xVS%}2g>Ovb0A!ZOej=KC(yg7
z{$YcaivXRlvLVGPMwpS$cQaGjO{l0Seu6>kHyb5<+hz?OFv_a}b{AVwtLDUG(&7P&
zH~{z)H!u=OpuHgEwDA=fDV2>awk~>SA_5~8n?xxbsNhv}+L_jJem9;jXeOzk(8q(7
z5XbfUs#BZP3hAI<NfXcq?Y0zQ7x+9(hM`BAJ$SSXJJTRVLdIMGy~_$NBkr+faqlDP
zIBhi|rfwTK&6vvs*DPo^m`|P%O6BK8G6L9_+e}TouvxFF<#M~#-R=*(0nT>oPoF+E
z<ub1lj(RVPbtT@&i{q2CaSW*a7KvLi9f?S>xFn`?A_lZT$j7{qf!r1GD_suNf><Qq
zC<yb>gc>v62lD|GXu8ItihmvkANp`K&V>!_i<lCCL8Pi$F+c1!NqqAIXJzknx>A|!
za=q>KhdUS)cqN)0t|6ItggB(K;rDq^kL3a@Wgn_EwOveK_z{Rhvhw@S=nZZJG%lOP
z?6MOpIYQ~;y-bmWQaAy`%d7_Z27Q8{Vl)u?^5KWG#qP_y&!o>ONlQl3a-oq7gVs~*
z4=xt^E^?I0l3K7kri015`#0<1yjyKc$y_Cu=iQ!(Q?|{5(oHadw`4Yf9YS#wqoG}&
zzk2`X`~7mqEs3_f{Q?W{V#TVV*IiFJrjJnx{=fhIzrTk2@-NTvD|rQ&cz%5Miq?{@
zT-{FQkWg=TmoLw+*zYrXeSG)l-SPmb0Bka}C?b4x*>Ec_B83$yHMs$TPqBtKS<FF&
z0?vXSPQy=`^%<yDU=*z67?au^vd+?Sf?k~)^=hMjoi;;0KAm<KQ@R4@%v<XX?>F#T
z)qb}M1(d}i^n>+&IbTmUJEpi1w0ok6h%ECtN*akm@at4sSFwjF01F0)c4a=Q?>890
z%7ie1a^d#kYI%QmGn<ZxUXJkP5Bm5Wuq6HF*S|h``V?%%WYStK0c<O^iHscNz=2$m
z=_U_88;_K0qg-6fC-Gz^n#h2+0?W@bV!vPC-JSpZ^H2M;{ceZZ?EGxM;a{$<E}20O
zXRF)WOZ;lA8oBjv0A))#92eNq`e=X*UIe?K+vg?vu4xR$N*4@9LA+*2BKar`s-h(_
zCrE{Su}rQZi7PzJ;KEA4iw6U*2)16Z;z|z)bTusI9AjI`{35bu1Z2U9lgm6y)5GCR
z$^$#h_PbpcgDmps0Vhyd$}vu-;JzwpL_z4bp?^`moaxG#V@aULL9NOKYGGXU5*|OK
zlpGL>L8HK!YPD#XLbt1JF`Z%pXTjWS)po08F<*#N&P(x#fb~VR(~Ir&*iB}P;U<I8
z;cx;ON+Td7W6f%z+oVx_)S$d7kBC~$iA14-Jzi@7U(g0hfY;b;6LdxB<6>?hpA`v)
zvA&Qmqv9nVC4XRw`T3`dtzs^l<aNZ`#;l9XCAeLPU)+9xItE;>M9}9j>Zoh<Ivh-r
zz{eE4tKG>_9q<C86VM91O64#bsMt1ZRl3t-psX-10F>MGr+jw+s;A$=0sB^WbfSLt
z1P7N@b;>>tcmk$z7LLHu!QGcqDNJIhUT9nhGOQhe8we(~S9=nN@(K{%Yz5{3T-~MB
zhWJmbDQt)BVD(wdPLtjY3EygQ8uS!c(saXqFyeK9mGH2pblH>wZnGZVX~<y+I}O>8
zn`Uji;;iK1ld~_v3rANnH8+&GbYz50Diq2vB~Y|FVBO$rS<C?B$@(#awen)nfj8a}
z0qf*+U`O|wj3Hucyj*OZEc%F>%^)-|SAne+zhD8M;`j<v<n1b;^=MT-3mgo4((7XF
z7_jKzzQX)xm;rN2uO%(pL<^HXe}bQp)#NqnaqLI1Y=wdhpAb+Xy9yQ)OxKnq5n=Fy
zcSDR4oYf4=$0Q^Nhw3;V4$8^UM9$)dq6L8eMUfSsUy4O&#wx~e0J>{Z9-NmHa+P8M
z6ggNN7|cNN<Fi7+>lJbh5&>RhE{B{5^H3}NP?0qCx)>;16Rl6El+W#2EPwdcl(lcr
zZe;&!)|^=3-h)#^V$P;P0iSL6loAe_=;UW0=;MNm6d&}oeB6iDhqbRRWy_fu1dUpr
zGV2unE{dcPT4|af&P&#T@CzPTNG~E)o@5GAsY*6mNXI9=>igHX<ZV!Q0bAqds+9S)
zkE~(2lnd9_H?Lm5;cY>?$8-o+Pv+g4N~EyFLl=Z1xZbVLFArQO8m(3)8OM-`YE20j
z0hY&tMUYxP5YteJc_-n;SL!FMHoRv{WT?l~XFx+?3vV-W(9l!(Nbi@&ZgyC79&j55
zE&E3j*7Q)kfA#Tvd49P%hn<fY3G7SG*AUt>yuenQGGuyv@nA%-JK5~7r;FD&uV#Iw
zuU;Wtz^qbX7Nlm@>mg#vo0#8K3M;t^F#%G+uo|yFJbcIWbwOBub6{sM>GlWB7MA<P
zXtJ9vUSD4Sub=<dS8`we<!OEmufTRX{U4t{;v4Bz>#N}u(Ea85@b>1--P!fqm*0Q+
z?ypn>%_b0-QGW0j<>j&>dDXZgNpv!ju`VI73=z7J=Ib^5Kull5F8ib!R(1A|)C*!;
zg_<`Q@Nw3Y<#q#0RTUR%zt=<%8xDX@j7O8<&F$6s`QdPWU<U`Vt60oZ2l?{hH3^vW
z%N<9c<-E7sK>(`sJD9>!@LFf{p_EH9fNeLE?V4m|c|K`QM~c3Lqy)KZIOswI#U#(l
z406QXtNZC}jIP4Y@gINv4|=UCC5GgxG@f+O&Da%!h~P_;UR=+|`E(3)*sw=PkoLnY
zTg86A-)gZx?Qhqs*Z0?hj{Nh_KTw>sJ8TwAdYc8s)7MliDYUOX#grIg8O=bVVUerL
zb?U`=oRmlodrBq|vm7rY&;}Z}ITTB|5>sod%4I6qt`SV+NSFgrTQ28=utN1G0=?3T
zGb4dqM1qe;#l;h)4&6){RPq_bI-otg##LDL*z=lwUUwJ~#Mx7+bW`a|f&-?UG@(7Q
zq%7w1t$GviPNP!CyvNcc;Bqw4)Y5SVEp$!-k0hZ04PlzC<comW>V*uRUu<IxLM(yH
zs9uTa4BAJ%y5FA7=SxVov;qUiX8NL^k>nINphz&7O%p?pMWJ#B{P@i{{dVdV!j!c#
z4SRxek4VJJz`84}n<C7Rv7nE^l16pHUOZXm5NydveN0x2BHRtdL<01gA4x4p#y^lw
zU?z#;0^=V@F96A*{bO!%G9d__B*{t;wH`ONe>2*Y-2s~ddm2j<0&Y|k88vEyO6@e6
zYzDoWQf$52tUdAAjDph?bR&Q1tg2(SjryY_<H_mCw|~^Wc!E4ahalXElRy5RrIpuk
z!UV!T5!5Q|0>4Qu7*v8qXHh>-2sRdTWCN*k4q8n5r+=j1IqI;xv^wbbF2iYDa9C8T
z5DQ8pMlU;kH(@8V2P@e?EZyY9tVm&Y6S@;!*uV<BHoaiiC4(-nNe#B6l0`EtE9Kfy
zJb*ZPTwpnYtGDaT-EvQ43}{%F88;qhFeAN)@gBvjl#1Y(!URRTbjX2*Msc>4pP8~J
zGium@@;TVZ6?=ayDpRD)01OeAzCXdCFv<iE11HdXge=;KLS!4QMw-DDHOcG3X~c??
z#Vaoe&xkf90AHjFy?Xd&UcOXHS(|#}EYI}1GQZC@Xl6#VIHDPlyE?oZ0&c}WCdQbu
z(E3>THuI8<tjBL3NG^+kGRK}=0;YlHN{*nGO0f5&n6i^kRZ(TAPXglxZr7sEM|?%4
zFERp-wHOJeef}CQdzS;u7vB^uF)7%SZUUahD4h&y5N*$lCs5s<+6)@1uBql(PR303
z?OKz<K{4pXXn~cJt!O&rN`;*vr#=&=7~Nl|PC6Pa#)DPXrV5KM-KoOP4X|*plu(_S
z)EH;<1pWAG@I`5FEaI$F<UXO4PEx1A$8!lKqDUVjIYIWwGEl!*6bk_<axPrNobj*@
zx-DSJu}FXh$Fsxw;r+wwckjmYRr!%w!73A2OEN~)B-99oz-Ts|%HVj!xfKtUSbP?E
zQIX)n<X^z$5)QVQOu%6P&|{W_#sfRm=Q4%-4$><Yvyt&EM$<tw`tjlOVRf+_EX!Hy
zNfYd@$?4>i*`k<!oOs>5#qiSm9WF5#9=CgMZXW;w^|0}B*C;|5r2jU;0LD1%ceycu
zvHNCbO9aC;sWj<MzI^y{e{p@aJ-oai(7D?{E1FC<GyspL`}yMY!^5XfKYk52<zJrT
zSMmyMrmG)6ea{A}U8?M-i_7)y<@wG1;qG#E@%HZX!^_XB`G!?mDW_aan2HqlS0404
zuG4HWa$ywjciE(|_2P3fty-1pnE_<?CbinjP7D46^Trs21keT6h!i`rI-E~PLDpdw
zGIt#=&u5GI+2L$794y#UZZ5k0q0-|FUY_=is{<R!%d4}Cb1I&vi+OLo9M;RJRxOKT
zAGwYB3NR_-T)$oDHKjpUKHJVgui^pQpTVFXZMPdG88m8dcNF7{FV6P_<IE=0-~ZjO
z3|e(vhH<Jq7@T8g=lj`w4k&^d3<-u68%}t_n`8r)Qw;NsVj&F#9^}_>(AlhL+AiJQ
zUVQi616GLlpWbh`D|!-#!|7(d9}bl7dpPXrUpqU$SgkfR<YEIOVM)GVwIoJBuDrt1
zR(YZo@(U$`rBF`+`vCIcSrBOAg(7Z=vgh~Mv?osu23;KbMht^Gu_-eDegcpozmvNI
z2}pi4EHClkbsOzk5gQi`E$L#efCG*}1@{^=A^!fbS0K1br~!XeF)uME*SRp3Q5r&W
z0dA*2Pe8LwsX?Yi-m_dtCSu@KQ7+rnIu+{phj*(LM{~$s1*tUXkFfl+E?mtP(GVNN
zSd5Bp7)Mco@yPA=k}M!O1!RnbBK2{=SE;vV2}+8yTFeZ3bzmTwM3TG!v{gcz+}#*-
zxlI6Y<i>~WK%AeZL8wGj8N#Me@=_ir9R?(@KnuWAC9nlZ3U$lxb_G3ND(6@S5h);7
z6?D0&7AkNblyVlG7I!`tFRHo)hl7@rfXfNU%V9FH7{%)5wLt;X8#G!<9?3u2v`3~>
zs9$=gi6s<CLt7F+zg`9CUUzzO^v7?g7INy;U{^6d;m{`Ai1A7N?Y9`?8KUeb&)wMU
zohJSYLK90jmw}Q&cvB9+piYucbl4wh`K-yTR1XUliwBoJ)x#iVPme)t0jIKQjx!Mt
z8$|Y)L6;>Hq8r+q4ts-6vmZb!U66^e7!(S;fbj${Qfytt1YmsRCNFnK3aRUbVm_JR
zr%2BW*m+tJOU$Lw2<CY{nY^gPZ;(lcvkT&Vz;4U<g&@RHlTPU{^1JvnoKXmu80PU!
z<wG8&!_jQOr7cCGJQqs60b+PfWCZ9~Gys}Fjw5Tzvd<5WRq&8gz{AIy)o`p7TmsD?
zdWpEiDwB;WkxcTEOlW}d4XRU|RM`j(jBdabxuB;M@suMxLIJlt%S2SNbRf{mrhw$K
zz-yHX2-D?sg2W3kSkeJ>Bn42|sI398;B!ad#KuB6CIM(5reP;zr^&39aJw8pJgf%8
z$<q+6ln%IIR>RZZIn@Bc98tTK=g3G2$HR2`yjIGw{<}KtIhcT?o`6tpG<G`(GsOU{
zmkwh|$*(FuK~6(OF;0O~A?n9#hkdb<i)A8S@`)7v6ew?CwhVfZl@PliomPu@J}a!=
z3St<lKjQCV)L+jAG==dAy#GhtX2KtkC8?0*%~-rTZ2F^djW<Xdd<1&6ovl4v`PF82
zeto?=T;xkw?;DD#GE7-&6iF!>iDjW|g+e%8fxuvfjK{*{%_S^><fQFR@{H`?!NO2S
z;C4BEUN^gbOkxoqlj*64_bSEiCZk@XK?78#ueTrfi~Y1SEwMyR<p2l9!$}Bdc-sO>
z_d230J4%v_evj2QXm;P+eE|PB>GTN{$cq0AD2Fc(?jsWAK{D48&WQTMbaR(7(zHMM
z;p6w0t2LD?ht>Y&)orKN7<C5Y?r<|%yuP}6xV!)EyYIe|`|>YO^J{no#@)#e-~9}W
zxKoxlquKT5faU%cQp@W6_4WI=uRboP%W6RaK_g3I6G~J@MEhcofxIvz&<DY^PSz0D
zJy}NNFC0y5lj@CnlLEyq@P<Z%8A)lffM780bb75qQNl*azvJ0DJKJ4cUeeCU>hSLF
z`rX_2i^Vo8F<H@?Q6bX!@aFPxSlr!TvgspN*`YS9QRubvwNirYA@UmVi%zY8Uuy#L
zt673pIvxVQf;&~bM88JBW`)_2;e*j!M3)c%v2;3(M*eqy`>Uhp&x-l<*<pWmdA6Yu
z90Y2o0mzz)A&8~47BhVT;a@?`n9ZQ1a-PHl^78(MB<5zfTy2-@)oi_9zIk}}>dgb%
z9nAd2dXM#MJW}xQw2CX9jXBQz{q5Z)IdyuKFrnSvUTu~mxsW10irb43C6yG#qzK!p
zhxnCG)a&_nv&?f)asZsCLGWP9uvjuw26Hj>`_Plhg)*=R%(qlc!b&9EkHMo1yMju`
zM4TlgN8n;6-EY>}epaiPgEDM6v!V!0zQlSDRDL?mk^)o+H*t(2>&2LVl8$Her05xT
zI^h873C8^vHA4LSsY`EEs??w;3*~Nm%%+#(?K%q|0XRg^7i6y&jRs?Jza+tlV9#a~
z1V1S*_#W{Xnguy5FLYOOl?^QVl}x>yACZe7QqQ3t`-kERW~howRMy2Kip4OmjFdd8
zUbhMGiQNd8ATo_;Wm%D}MT8U>!UFrpOd^3q;Idd1Rgle#lvW=-73?-fGK^t92b^#(
zWB`{%QMb7A6KM=Ux%YZitPbrqa9%LMY>@8NDw9U1etzWPn`u=@TXq8tk7}4*E|c=d
zY1Xra)INWzeu@J24B`ZU^nlIA(8cPCl@`Pe#uz$=Sb;&E!f-{54!AvAEx*M?vmry8
z->8EU4;hRh1bjp~6pFaL4h;q{D-a3jRm@jNNnyJo9dwfcWSnES1(+-1G$L^Ee~II{
zOe${E*m%Hd(KE={)6S=Q*al+)$O77>k%sW$(QeETg^x>_{ansUA`TLlRUH#fHlE~e
zh?b>vIP#-W3}8Nd_{<~(1{ow2oQ0jxCAHd4R)+zTMuNFY6_L$G!x176EsaQR{NX9{
z7fEP_Y$$1TK>|djzAy;k1Sea-s)rwII$^v)88e4%lw%$<!Lzkw5Tg2rTx-zdWb!5m
z2bh4t3>#G`CS?7Vpj}r^g}S9w%<W`rnU4jkxdgwQxF7OZ-C`kPl7LugYG<{YW(enX
zbJ+T&96Lmol{6ZJJ@Crhd}W+ks9~%K8LQ|bb?A;2&MJ;3>}M3R+i>V9bXldlQ*{(U
z^*Q>Z=II|6lkx4<CA{BWt9O5Mvs|w4?_XggBvc4XOqSU9g1YiRORg6)axPw#k|_N!
zjq9a!CMx(LZ}>a_?l>Ue>#F7R6b&GMvGK3uBuZ43P)RbJPlT(IxEwYzG4Gs<@)*NL
z&ttQa<Q=tJ^IjwFvt5CJzucB{1V6pCe0(}+z}4C8cXXw#cU#Q3B_-q%C40htpR|kO
z=)`0d@THP)_7Y7c6;#7xkDm_jB}in>p_uC(HXGL#W@N%KAwJuKWzrB3-27jt6)4PF
zm72Aql+J$t;nQZeT8$RDSPI%|F@py)750Vr<pRFpce=a|XPB04pP#Qz*!$Jp$KB#=
z)a=&txfXgn8B4S_r<-CiG;pe284B4#g6Yd8lihmf-+%g<<3F?3X1ct)xLdMvYz?;4
z<!-*(PH>UkfByWZui>Wr%X9onUV&bF^z+aEfsq;B-K0IZ-d$hsFJE83yxLN<{hHV#
z<Y8(Ur4;Ar^q^6cbIDRxY}F7<O4zmsy-~diB@34~`d4!{nlv$$v+?VJnHW-k(eF^7
zO@<GVszc=<*8F@i$Mkjo`nm(4b<m|7=&;)&6W!ilFV~CBZq;bjx$E-zlVNSY9entB
z|K`mt0$LR!M3-*p`h41_kVpYF)Jw3!Ho&#cRvnrZOA<BK?M8#>C6Lv{e8j+m;~fSC
zKvx7V{*xUj@P$xB{PnN@$z(DUESk)hS9iBESo?7kVQn&@iU+6t0*-Ww0*)$~O1^as
zQ`>5}1=qh`LH_HGLEbY=VF;Tp=c^40-fq9Uy1nHobUL;9r2ptqtFBf!*5Kab<f_f*
zn>P<1E-%2%Zor(4`i(*!c?Xg|2H|KjnZmB7R6bTD;Lu3&tQkm{!u8_QSf|lwNJC>Z
z<f#{xBd6aRp#_gaG;<Wf7Z-m9V(>(qXS=9s)dE|930X!dMXV{C#-)$X3@T)pdFK4$
z0t+ABbp9_aR+0$twLqtWTBW#%MOBOZy8<G^tJY<>#jdws%~?v$1~6TDgk{EV&gP7N
zIKF6&Ln0%27K>nCQU!u8S}5T&!WVM0%CS1gKZ2S-l0x9h&_@&Y%h?1w8KrKiT4j4p
z2MHg?h$6<6CSDrA327oPz(|wJ6)Y=KPNcaASOlQ}dKEb`^Sj5?1ZabM4dE%$2TWoR
zy~+|Pc;wlf2@|`~fbR?AjR%B13lypb6_}L{)T*01j=|uuSfGJ1zoCpN2}h%j#hi^1
z?8WiPv*(Wrn3^%{^!XD^S@0;#np3+$YdSsx9|~Cl(Ieq^p!`5kccOIJsl2hVo3r5u
zJD~#Gt^iA|c=Dlm>7q=4E=M}x?iA8!EHK+4U-b)Fuo57=VjgeO=fkWHQXV7}je9W7
zfIn23M0pu?TKnmdU{t65E&%v=z2Y8gD&VN`bB)Ey#7G7DfC7k7W$ZXHANmP;QKOJs
zPiDhL15>&bb~R}10%$I{tEm`75?oKr=g5ZCATnIBr-OIOm<Ki?5%8qYXjCV0w>#z}
zVj1ufX=KC#DIfHK;R<`4NO>$f^I>m{MWml1NGPU$pr%omJs~J^8R<gSg%(&GgaxcR
zJ^@>o<@g23&4kNLgp*%otX~<nT@It&s3y#d*}fPPa4fNcB)Zrs#B(7#qgO2#hbk3O
zIO<Nafz2Y6^;kZkjFf$BgCRdXprkk%wn4~(o50va_Ym?I&kmLj<Ph?zX>4yc3y%%f
zhs&sO7)}s25gx6l$4r<ki?QuF*d{B9R5g>EP4!&;?eEl2zQJnv^5&Y0o6BUWfg|n>
zz)i51r|n2la>Qsd>_G{FX|r1m=cCRV{%ITUJaw_9Ow`i=PY<6qndI-{Y{ZIB<2i2x
z4hwQ7L+L=bR%n$KXlW)I8e{VkqjQ`P%{J?GjPB837<VP(SuK~W=hLe(=hC8-4Do}8
zj9)3{W-Jo=oiV{1Xg2LGIZ;fx%IFmd(fbhPxZ?LgS|#8El@Z51Lt2(Tc6R?B7mIyx
zWPtE3Mq?xp<dZq$alB*4|7aV-jc?Lw)Mkq<_qb~O`0!4#dkm(s#Ns+hhd?Pq_?Rf8
z2<YBnu?D?>Zu~yRFuS8&Z@+)|#Hcof*F|<l%2jiD!XRusm6{_jjQ~D4z-(qcHd85^
z9<<tDK74nzxjZcPmyo*W>(ywv8O`^z<r$&VQUBfj-M{_YFRuHqWH9+Eo@Te!{mY;J
zpDNDpM07o#-Cx{a@2@y_+@4+E9q#}9-Ji}kdjL(`U~?p+%X#`QxVcwLc>-t+S_@&H
z10G-!qo56iLdNk;tIxCpdIp^8VA7?TdO(Rbo5wo!9H0wOXYeI_`RNB5z3}oZXT9s|
z^9yo=7w7BU>Tt1vP+BMemEz7`W?e>=4G4O8S$HuAeW+p;<{1<uX!(#6*j|mn!L%#0
zDc=$Ee}}P$MIkkXp!$I6vvH$5h!rG?)BW8wxdA}!;Yi{)zxi+K6BQMd=T|UnF5bL-
zIUB=+1({Jr!lQ|@i<_y@NE7f*MEM5G<&IKET=$BjY&4>27mFHYj>Expx82bvd2@Gz
zXJIxQ%qAUT0fZ$7{W?5~{dxwG;{5#b!>1nrvR+-S3sRhCgqxlcN&*RpPx#>*Ew1Q!
zvXu;Y2{BDAIHzPDD=#~`7^?wn<Wd%^uNC1c6-^|gDe~+UiPB?BEE+%+!!5>8%AO*Z
zh;VTvyQJ(m0$wJZYKbm5)|&apN)eGC1PnE<y+}g}_)#vhX$6x=u(Jp+D3u`h4;G#s
zM?MvUlrg3U1xis)Nm}tW2y2ovMQX#z%XYE=mpkZ($CVNzU?!b*J=-CU+;)o*JUGW|
z>{xskuic`Q$|)j1fMTOYDPJi_T$cGl61k}$ey}Jgtcc&=ZPW#~lM^~smn7eluwi4q
zNXQLt0<{4^B_+Vo5DJYoPrqR%&Bla+BGT)iz~JHYz4*fo4*xvZC59`gtwyy9@+xJ@
z+yS`@i@~59rYY+%2aQ5ZR?57DJ&ActcYLaTadi6Z$Z4`UjZ{BsD02kH?xD}|<hjSH
zM-y{{LUoyKx)Y~SgRaG08`&fu!PlfRy?A1H@dQ>Xt1CcW49#|}I%Kg#p|k2VC@K<#
zE00PGS{YP!L>}(=#*<@U@&OxOcN?TiHm$%s@zRHJN#OxA8#02!t*4vYf-lRd)3Qd)
zDpR8+$WZ6=@Hky&3mg!7L$UOMpYWP>3Pe4ZYePv1g2%TcJr>f1z`F<@*0c0HDpM02
z2^t#_e;8NTu11_D%wRFrj)EQVZWhWx&=;kJ$8F>3NHlnoe>3V}YNdRRO3WX18gn6_
z4N%`L6)~8P2tZBg?qLLF_#uG60O_+~<~LW8p<={Gz7l&s#xS2zjc+O!4TIzo0}d|<
z1uu-UXs?h2PXU!Q>T$|xR*jBUKGn*nX<e)q3zck20fH$s{uDKiLAxHmS&4hO$IT$*
zwV4QFq~jsBv4j+u(s^JWi-Cv=TnKup{A?BNR)8Ub&1hB~@l6R;7*C%u&_*04tZ2Y&
z9jfQHlV^eg1_3AX)Mo?X65s;ZsK``E)6EnM$I7Jl;)Fzq3woHEn6aSKfCmKRhxJk}
zRO5jd)enf<sVJ(KmnumXmnGhqP>7)n`-G4$&}2ctWiA!&$T<c3qM#}gywNJTEPZX;
z#hRLXf~1^8coVl}xU=q7IWOn3oB4RRo<nK28Fct;DN`#Ha@6Wh=L@+ivqlg3l{X{3
zlTat3BvL3xV8=%n5Wh>|SgX}mh%Etsf-))2MZu5}a-B{~p(uuU%nbZRs~LG$bM*YV
zR(*1Mdi?yw5i%HZ-TT+?rfd@X({c{7Nj5L0%9$*IN4%O?5j=JWr!FdoNOOh+U$s>J
z@zbXbn4cb3|F)bf)TJ`-yNJNsGsftZ42HAOAVuU}yP0<HQK$Rm!}qs)8Xgbl>vK9!
z`pqt8`}tr%ZRKu0`uOnhm%seqU&USdmnZpkyaN4Z|KI=ga~Btal-kc`Z*N}R<NLa}
zzXW%GdH<)6-xDUBO{P)~{{fZGxVwPT15d!5UBEP6E7ACaDM)Tr%lM<<r6YymPG{fO
z@8dlmv8HS_p)_<*$NB?CFI=C@Z0(o#cLx+0$oTEzW;eTgb-O(~o2{m+^&Be{Ws0OH
zv3_AK>tH66%cy5JHw;SaZoAy5WXApags;LN)Q2*a<C;Z2c{=IM$4ovg4o+}8=Ri|2
zFV!l5UYCn8n=%Yxw>KB%QUNRXKmF$a_~v)NCr^muYrkFKmVf>F{;*p#8|CSIJg4!S
zBW$NtE=g=OSs%iU9gl_>Ko_%78H+`=x?TccCQ68o#n?7vW^1<Uxc4bPLiL*uyR%7;
zZ;HE~S%sJE^Y>p~y?%v(jng3N7Uwz4w9DC|Dpv!6ARO98y$I+m58AqzZ+BQLG;-NA
zhgO6m_F$0Fv28#>Oauj33RdU|S~Vz!Xu#?Bxgm@abRt~^=aA%Nvz*7<5B#SIW+Izm
zWC9DH1!)=%AQwT2#E+$<8c~-rsSalS44|zPPN8fhNa*R&*%hs1<9vOl!gjTYpjjys
zTB59zmIEcCm`_W6x|4YM3u&^V<S8+h&|e+&+r>lxJ_+S5Hlvo-6~3w8?PO}8&<!Di
z!eoR~R-Cy18Q?Rq80#}BmBIncxK%F|*>sl+5}5>2sB9#;l=B5W#L6gl4hPtaCKD-x
z&V=MemJIlYfGmdc1`k1@stSl~EHzR<$RWUklZq!Gx6|tAwplswN7&+;Ofh;REfff7
zXgL8iVL3hZT1<X2{1yvt7sfO0v&K^uaY*ASM6VO=vv29#ahoV#*3q)ftffFxEe4bN
zl)VxRE;@spnq!OVxnS0lh-BKMVjBqvScJ=H3fe(PX?$jui9n^yOj9f+AG@vX^=vxm
zbdYnz0bYo+f^;gZPKsS3(Sn#zfTgiuTCmBnfHEnu9P}Yl+35~YR8FTe6AniNcLU7_
zx)bpKXqa#X^9d&WJRuE17*^>|PgF2Ed+dC$l1kMwVuqM2Roww!fffP27yBpODZ(0x
z6O)qPqV`#|1u+8e9lS#&n+NEM-5nwX#;ug!0ho)}BilMU#1*^-zyj3~ULw>pP`1z~
zqHeaXG(76T&Rf(f&J64vJ(^>5D%krJlr!*<-^|6r*vEm1F_Q6Wvs*-<L*(J7Smjqg
z7^r7rG<{QJ4X+HU2Gds?Zo1D)Ef!=jhxQ0oZJI6sH*7H>8zW#y8bxH;XVGg2TyQF&
zd22oZZzqP`R^p<_hH!BsUMu_&h0?1&W=7=e2*y*<ZH5C#L1&bRgz5!YHj<mh(-R64
z$u8?vr;kVw{gdDSu~H}?F#$7)dTps7cvYi}_=N;rt^wVmz=95t;SeU71gH?GUC8ZV
zl*%R*2rB(fkD7B4Bx)_6ZIx0uIygi?S%W8!<j(IfK^P{kR3d^vy;-gm>sKa${l7!k
zeNx1$xtdRTYj7xl+4JuGyQ}MKyt4dZ`tq_p6nsjng~!7`8L{xCVWfmqLkN;931P_;
z)4j4eb>l{(0x1;qW9A3dqCS51^qb$FJb%Kqg`thlSF4UqCId%5m)$|s`oo*|>=TBa
zSvHZ5`a|U`%U`ktWMlxRQt3d(+5MlHM|4PPNq+kH?vkRBP9J%$AOc~N=wl-J!psJ4
zf__rqv=Ct^1}JATooe&@_upZ;zgQm*t8-vq?OL6>%h_Nw9}cM)dH?3&r=Nb|eSIBs
z$=C5Lp>X}j|NNh2eB03w6VIEgyVsX@4>xaa&Tj6`Z-4yok+=V1wqi9#pI|DT$>*{R
zRA@336cT9U_RS178PYO691SKk>M%R)wi}X$iy5dPgq#}m337+MUL8yXqyp>*T!Okv
zkxv=J!erJT&jvRyudgvx0C6}!v|5niTSKLY8p0|_C%~RXI2Ny7Qw4U8=W5(<^xNf1
zQOrw8u=d?1HQ$A9uZazb6KK1Z+pk%W71(&rCe$*P8RYKoE^xZH+AThax&^BAAAkL;
zZ~pbSOomH{ehROCwcVdxUmoyyu_Y~+t2AXJ-l1(t`8;7sJo$(7J)J_6aUY}Fet!n?
z4A9tmv&!Zq7-)GZcX7UX`}%yl9^-N+Ki+HB&Jn++%Ga5UN61+~=Vd6eEg-e!*>VfV
z2M<4(p1cI<qDTMsdO2YRD-}}IDB}2v1bt9<$U33BXjK}_v>aybEJqwxHho^0q$a#f
z7EJr0V9;VV=i!n@QX~f0$6>2sHs)vw|L3tLcu27nBMR|D_8ORA`6-}2u|UM8k8UOt
ztVqR4c=pLamU7d6qon{a{A@sgX3R&_le4=7wp#&Oi8$7h>yRi&z;EXx<hX{y-uJOr
z5WIGVEMi;O+HHDG$Zci6shq(v2>t);y@!@0_j%>{8d~k_oS`I=8d4%D0By>qHxcPG
zB2A?C-h1ye%iH#iMt2hgKoS(C!_n-nbY}DhdZ_(H>70ECHl!8>qPwdyvoa&T|NZX$
zT?s&hfX4%03fF&Tr+7Hbgw-gP)KZ~njByla8WjNSGPrl-(HIm^qgGNFfKAlIm*Qg>
z&!ls*4}^n-^E}oOA3ZYc-B4!IDK?MfCAp~pk>W3d4#RweN=DNTcZ7&qD~u+l=Y;Ms
z(G_U7narT?O@{~igFR^c+_Ei(Bd2K59UN&MKQSHd@$CUJ0H0@-hBgH)!3{4$f6N^p
zuNP<ttM&-XI%*H|6$~pzBc?32kmjQ&HhLTJ5t+>ar<+A2OGYPp7tSb5-FockXiXM6
zjL3_*jrfkxon$QWF-ZO%Cr0#$3`j~$NOp!jWE_RMMu+GV&5-s<Us4~y29Sjy@mOM!
zsjw9DyQ$c-84TDsxzn|Hf98=Jf?3sL?<*%GdA8W05SFb9ZtP%?{ZlR!Z6uS>HldHw
z+QV={YBC*gGw@`>3Q9#WmdHhuFis&qWP|Q>(4AG>JaU9G!U!NHlIS>A6J^<~EY;#j
zr$D4JDtSe%7E8ZF1I1J=+Gc1J_aF10b_fP0d}~H1XA~`!834G=n@!sNy^OkFH#V{=
zzCO(6S}=j+qDUwok%#3>Eg7w)lif;zg9Gzh3>#Hcf%Y$%k9ioyShNigITnRgWix4r
z2$9ACcELLyA6<ZrFa=vOEdczaENTM6=U@|Q(=&6z{m>CTP;6@Hl5n`^((QW;YM6o$
ztL1=JN(&YA7%xS`F=~|Y=%@j(7`Hg2GMbn?1pUmzUVXI~GwjeHcDk9e1?{!FtoXsv
z7mzZ2a+*P!j~g5?B~U`~Qd9t4Ol9&1GO=(X8s!s#jrHpK93&!}WL$8V0WL32cB}dA
z>2lC2o}O+4Tn-5TrjnFqOott~eEn|c_V(`O>(}`0Y2UzZODGtEA0bgbRxBU+IC2W2
z=#}XU{wjwT(v%!tIMV=B;mQEG1rZ+Sg4w906wJ<E8)3|Yg}}rInXHS&V#bt;pN{^n
zXIHnRXc@rD8Cu!>#Z)mJCa)=Dt|PWXeURTP1D(K!iN42Eetma+zFGtR>NVQ=WVVzc
z6r#4kM^U~&uBihUrvPiz=K~K?%jG}3en;8L`Eq-6da;3VHUx&&I9VZu0ahHd_xwTo
z`ZT7JPvu!ox|4tU?z?`i%%)@7?%teSUY}gOx_NoNIlJ7Ree>?!j>@g+iogo$21*fr
zDx5#$=CY|Icunf3TNKc$X8ZbRIHORy)ueD|37B)e*o+2KhzIQs?Ttgi&>&J7EU1-9
zC&Iwz*=D_X^Zf4Rvk8v(#pHs~>kNO_m@Cd;$WE?Bhb(f|Y=XX$hu3;?wxe2c4AivW
z$!Ejav{Ed_tJU;)Q0dgOtQ~>gLr)#_s;e0$rrd<EJuQ*#CLjokiWX4&H}lncLS45%
zp#1o+fAqz#eo5&wOUBWlF`JDs*K+~m$<e<E&%aGVpjMlVakY<6Pd5ZRfy3gu-+;EC
zO*nOSS~ZOND|oWA8Nfr#V3SGr=4#vRR2UK8yuOD`dbU$N3+wF~pc&&FuN1Qw)OSj;
zNhP4iot*9<)zj!rXAh_i+#_jRwFw2R+0E5C#YS*sfn6JoB)^UH5D|Jr*de)2=Nt}O
zpb!q5lTn6CJz+qf<jW+e;LamGrJ`}Jz_6;o5s)`WOQ5_P?>d%Seuk4?i>{K3(@hOG
zEJVm?7_$iaC%p7=r^)59nvGzL2LZ;S8R`zU_GC217Pktyx=`XYiV`~Q^%1YsJQcWu
z60}PvV~^S|htHYXBA1g!Y(aN~GDaX4Vz!^Yn1GjVYnNze66U$!^aYeLAGQg9QLPNL
z7MB{U(o{H#2ms@RcrAJf!va}HkY7w1ey6ijt7ExW0&wrc#|K!3Y+<a$EV&$%>w&xQ
z<kQF}PKGWPWoCmGq^fHA;*f6>*+?ResWf|=h))=+n9Xc49Ut#~{uy$aZhzl!d<e6`
zWp@$^6Eyq83^9}2H2ZcHZm;_4xdlV?a>J{~OJ<_#@sRAEViQ2$2kas(LQo6Pj$CFP
za~k<R{OY2Ph@Tbufrs)SixI9n<O{cnGRFhT6RD5H3C8A2T`%dNf#DlB3c6!a2SkfP
zAA3yl!o*~m=rL;vKZYpEM8|k|Zj#NM2zX-w4^wU>L$VLpI1VS)aAGwRt0Y5pmdADx
zOja>LHjVxr8hk=ITCPIDEQ?^t=NHkA9IPW5OPDaJ1Y(y5vn%F<i|0{DF+`)FCtQX@
z#VusR5*{;_hG=~l-BFWJ7<q!Kr41Oq#}#&~wtPm%utYDU7<Y*f`?0b+AWCWW(f#QC
z5rBS}fX5;OTJSZ-RLho;0&9W*6la5hrP8qpdN+YT&4<mt0s^Iwu0(@0Zf9YxP^hH%
z$u?5ST}?-eQ7?A8YBJR?6M>9T)3BTls7K_rHSRq^h$Fv1B$Mo<PvqGhh3qOV)~bCX
z>Ysr5@>#Wt$UJNWlPexk{G<=sblB3+^vrvYOnYCja%CwW56THYBB#k|HX<`3cmh>(
z+pN5`)Z)~jI~J0s(4T7rAS6Da)qGwpGo`jE5v52Jq)#;+FLB5XD8)<><V-Xmv*D|A
zoJr?cQwC+vnB;abgT-_>8dWNl)q2}$wY#;#$-J|kwAY&ri-8C-me<7<Fq=;D0U@eW
zDpi*2)qs{+s#l8zzfUTt^xZHyVux7|m`(P=1J<ElG5J!B0cl>AfWY9f^rH;pe&>^t
zPDay-P?|6RkyR%aE+@50q##2fg@RKulw4TcPNuJ$-C~U@1xgO-J07NSGLi^Tnh=f9
zZ=pt;)e2W$F2aw=Q0O=B-rbyBOb7FBv&$SsrxN%Jj9~$4JM30SFMw+C=L<$FoA7!e
z`|ic7yR%CSC|6W@tA@7TYP_8F$IHQxz08*{Uw{AozkDh;<{zHtC-4fOTK&sE{v%B>
zA&-03?J<2lyLv{?>B)Te{POm<AAUU_Eok71Q{q+vgjFbHlSni;9GJwinG__gTm~n6
zcRU<Hu4>lF9**Hck4KYcwY6PcbUR#0>dZEII$7zYNhiRWRw@M+f?Pc=Z?0*T*qp9+
zXWOg07oy#z)#~T78DIyn(!*hUF(0lW9rsbF7y(#XCJ;g9(=nZb%oLS!iqs>63fno3
znW$-8|B#P{6j(MW@>bgydszM1b>)(iaThG;b~8o@N+#1k`{|FLKKiWPZeCpM7`i4*
zPTe*)f7&PcTi|r?EpRC0agsYkh@&Hk{|;yMVJvLnaRXo9X;pyZQ+GH3<ch-8?|_x)
zwafR{oBP|%yVuv(SJxkZ^ZNw?*<xNsFl@EyjH}fES+u9fg{=ndLWNvn%SmrOOj3?a
zcX_SUBYVD@!>(@9I8rTfk)?~rX60hY-I5!x1N1szfhN~k&fp$5o()c{AnsXJB*ICW
z*Vrjgf6i!;ryMGi!J`HIhomHRkZzYRpI{S1BU_M@I6DqV7idr<CF2nV6FyilmuT_1
zC@ID=<0Gtu&zC`z9Dh8Lgoi(Fw`+Nr<0TMAV0;KXs(^g}u#8XvugPc-1c7QfGLW)U
zfb9TR7QHmeW!G+DCM%?3iX=lDQ<tG?Dzi9j7NG~AeW_tpmYDGf*nU!DxY1}KAx8P&
z=5=vSXD#T2Pvx+&R0{jNAU6zJz1t>MGHIkOo-c8F#z-%?29plKEed}r8Syg}P;nAK
z265um!Fwiii!tbP5fGs^^bDf)x}zi7r8Q3uj2az=F<xQyIBz_9aKbySNBb%fRE;+R
zu(Ck<q8`XW8IAUsfF8atEah&4-ljc<#R^)1@r?Rx>H?8j5Y)JX^IHsKNJc?AgB;W&
zvfa~qEYMRe4@e3Ves!;vogH2*Oyjl$h)j!_;zhuxF|QYA8ugBhf{^NY`iN27xsY^@
zzxb8QsA22JWX0-@;fjO?`$wK2o3(UE2E)#h5u6nCux2qkY?hkYR5cNy$vVfBg(usH
z<%vGTAU1f`i+p#e_@M0Z?NQIo7qlK9m(&4_+5nMp)N3&@5N3mN%<Fbruu<uFcBCWe
zScE#udM>MkGj!Ro`SQsC&HRD^SO@YH!w<9ygfFx{zJ<>wdaO9g#0O?9zA{Zza^_)S
zNseO3Kci_3<X6BmWzii~S}e%Dlxst5uy)B*C&M7CfNO<iS3cs!gU9PuP9%7*@-`ze
z!0`d-y<L0Y(I2{WN3vNfsXt1MO1%(_pjjn>VolL)JTxCX!mTGBKD8Yk$VLOz=MMc*
z*d>4?BLQkX-e*)OaJHfUnhpirkhsM>Zjdhw50q;I>|%TeyUMB$Usfd@0U2LRsYO`$
z|Gf??Z?K5krsOR!Is#7d(5)b6;&HZ(`E(*52ZaxK0qc}ZVNuZMt<{PYt}T{OO)sIs
zG|H9v5dEi5E~!7BCz5%z-qCnUz8tw*6a=3nQ$)LAXK-=OrI58^8Bsd~g(j@f&q#}w
zO{C0%3Nu>i$!01nOgV<obSX>huCadk5UV|~TpSM3z()p#o?xb5>)2`*f-2)S_~h{u
z$?b)i@#^lLbR|u3#dIDIW-eKb`e{=NA%7twGxO83%~=U7GzNowJO-Wq>f{DDE{+r~
z&)HZiA4{TlMFM;n>EpJ`P{kZpgf*~!B&j~W{lJkQ8!o@*gUND;y?02;k|n`%F#7QJ
z-M{_YzkLGt<R6~mr}7GLq4@o;zkzGVfo0JjT&{N?UcG;P_Xg9~yBBZ%_}%wJ6;Ib2
z)GEy9WalV+B$`K@2R#bzA7)f85p?&U3sDwBr89o}ey=-0;u+wLpRxU8yZ2BJgefVw
zT`xM#dcV^|s)|H{tn;SKSDP8sfz9cbelSvUd^M&B{tQA8-HuqTdc^BG&Hkv(L9t#h
zF<l|SkrQZlN-!u|-6pqcI*gh%s9zL3;y@!7kf73$qU{cT|60CQ&O&zW_FAkp`Ld9!
zfAXXMy7&0=Ua!H1_5S${Y(FL|%86j2QcTIgYdo5ES}p8ky+ND8p5CCv1#CF%VCK)~
zQz}M0pQJq;0t1=N*>pIgH+(U<x;(!++fMuS%ahUN>5K&BVu71u`ugSb`D)Vx8we7A
zJ!dtk9+ayX+i=e2L50nyJhmdcJ#hbv)f~{-cnImC4dFK6$1Du_Q^@6t$#l+S)N2p-
z;9;hM9_~J5jYu+*Pek3~b&E$+h&C9O*lW<#hH)a|_rq*tf?`&YJyJ23r_c#9WY`yA
zYe~&fBFuKn!3@@c5K>mx%2Y^U_U9Uo5{JJx9Pj{(tYT-W)QN`=XvZwpIP|mP+|1`J
zO^E5yE11b7B#F?u*)KUF0mu(rWnEm(C6`pn<k|hX)FK;vxlRn>tOeWk>TC>6aYSD>
zPB=zLpk*k5^gQC8837i7&d8J)X7<M@;w2bD|D@~^*kHn6<#s_70CN`(7MyU@sW3F+
z-p7rOY5ySt>0*NeWeA@e2~gTn{0_TauV)}c3d8OdbYY^`8Z{b--bS6~_{knC8;jm-
z)#{EP{lmeper{656O-!HG8<VA0`<aMjPHwA)_AxF$AC?l!=Pa-0d_<v(rHx9T_8+V
zKo)>{K>z$p3!~S8UAwQ}dyE6hCz@bZ1ndYzR+fFZlwvr?*zdR<NP*a*V90|YXV$Xo
zwfu->H8W_I?Cfh)8UwdIrX7q`3@zBsnFA@Kl<h)=nU&WTVaiFfQjj7~TvE9BfL!rk
z`8iTfP2)C{25Pve@2SQ@nSht9UqCQX>jSQVghNVp14<3yqXUZuOap$G%n;&kLhnsy
zS;8XUrTsX*SdwB<v(skCE5IHW!WAa5u*-$hEKgh)W2H^aNFwpIGT}_n6_IR7pVPFz
zM}8B|29W$T@Li{izl9|z;jwAH_$6&hjdUc#geiMUK_9)7<R1r>B2k5?M{MR}>2RQ5
zua2;00%?IEA0zsy=ML^L>BzJ~e}i0sr;BwhO_%H$0p8j*PXW>zpMK`hK7~la2Z@|x
zh(BgG$W~3nY4KU~ieO?ROdmm+h8@Ngvq?DI7Z3NnW?j%}2IjuqtaqDTDi)=xgQ<|q
zg1U|O`A94#NP1fJsgRTmO4Mi(Dz3w>3J3VOF#(cXKmdk7dB3U!SDTB3$j{KMO%)U&
zO4;is#8Rb?023;cQox6ojIW7P<Md>Eb-Ek2oA8P&<wmd5KV8pHSN*f?0(N335G~>7
zFY)&(RAa-D08G6*JsC}B*la8H3YkLI3zS6gQ6k~W9xxe34fZm3JxpJA1}{3fsFOg?
z;@Uy<*6+3|e&EI=l+6UIDcZ7OGu2~><UJ@J?eA-j4v@1U<iEPP+by=Z?$c4ebCR{T
zA}I`DF(7S%Jpf)tmXY^xF>pNz%ktgDGx~!TqXl@OVg|o%EeBSaM5<(mR+o$U+*T4C
zuwU$$|0#2PdH3e|^-BsOiFz$Z(`j!oA5Zv))o2cb0_E-B|NY-Tl^gR9&+`*_1?sun
z*I$0K7|l2`u7=}_<?1(Ie*M*pufW~^({KOyhwr{0bZ5)yEFP61`^91jwO0rePBz)9
z!rfwgD6zRhEy3W`?@*^WsX~NqH(1Fb1+kTbIDtbfpU)sbF<nqFja8nDShEWD#)seo
zhC<Cu780qnn%bsp5sDZcGowy@0bRXOU}*@Wp$?h!fsH<$v5d>J$)X^71fzb0JYVi~
ziksDN1{wpzShX@6wz&j>*1EhrgN+JQA8S3z{Rq$4uuE_N)YUKk`%i!Vw?E~3@fcse
zyk_p&ZMMU17rs3mloT`qj-E~iXD7=uoE)?1#nn01Cx%9bC6qUseF!z3pROR9v8im<
z>0Qb&jBYoJH?Lm3dGX@;-PLM6gQ@`sW7Jof6U|od>hc=1+;lh~eE`{&NsRjO)oiqe
zI=fME4*fxgQeScotJNIC$jNd^AEp<}xsAM@i8C^;IpRyuVgbmbf*>F=JaGxl#DW;)
z5W%Ql<f@Kvg60F;fXW^&v)P1_iz{VP=Ug$9iE@USidI16FXml4GYOkGf*17y*T*bX
zCM;IfHY5fr5cH{JGVJHa&A(u$!IoJqTPH-B%T@~%N3!`Hz~kjz5r%(FGD?QW1->1N
zy9Z;uL$Ki(;YyCho!}uAEifDi*SAVpD!f@TZWn}`%A;0|v?d2}W;}*TwGN3;WR6N1
z6>pG?CjDf$O!|BhyPL)95Ob_TF>!@Z9t2iVeh=|^KW?8eTTmzyUN6~8MtPQWFuoYu
zposGiSkcIo!Sw>>#4twSoly|n1WhZt{k_9SkDL|@955OZAOGD?tp|?@)2Sp?6P?Q%
z28pZ;A;I(H^M8o5un|qLCK$~0PrrcJiH2i5!gc=yrA5>nLe}E;4fmeTZky^UGK6gg
zMhHAfP9uGedaqy$dp#&Zh-1uMOka#Z_`ZTp@fUylH;8w@sTh_}b%13tZh<BXB1w5{
zF8u-4eJtzz7XB*~DvU|$Tx2ognZsMo7{Dalt(RCe#?{cG3lk(s|12e#eymw;@Ly0S
zs0xUy)OuTqAC?97f>4Nt`R<tWp>?rIgkYbdo!M*W&Why@!x&635}I(#NDV}ZvO0MR
zAj0g7aPS#`|GTi#S<MV@UQtk7Zk%0AJ_vg1zRzU=S?@LK!K)%JLFHnjT#AS2hUZ}v
zLsA?mkF=vA*W*e%6)jN}4aZZm!_Nl{n~-cMy)Du``9dX`@W8$c_~`2)xk}l3kujYC
z0_D(Ug%e8?Wz=P*+tJ6O)})1^7Ic_}qc3O!r_YG#mk1{|Fu$mWw`<oO_^rC6TS!Y*
zzxj|?mDW;Lt9I;sHdH$cfsYPClUu^7gnOR@7uHY=khEz>)WRTFG~lMs$!*p1uISfG
zol-g;^zhNMne;gKxXd*nIMel|1Y4zCn|yH^H-3h=5FHU@#yN=~X7a9!g(F-g$RTkO
zsbo{7e4*JIEaqFZdR$(hVDbr=r7-<6`7GlnpEiFs6$VsD_`2Sx55|*5yUo8R5JeXk
zpIThFaRu;R06%{;tgugK15bz;q!-XU7Vx6kKx6~hKGX*mj&7u7s}(Y?6{*&25KKms
z-sH5S?C#Sv1R{^1)CDDs%Tt&i1uT}aWC(f$nz};{xMbN5YSod1{R@lFBa;ceJb!s{
z@@(3pNeLEO3d0+zYV>E`rT8b<QPLOB`<zcDQ(`q&eEag_{nZN?M`z2`X1bgYSx5|L
zG!6B~SG&u%FW&s=Pk;IZ?#Vwq#ZToGsH7_I-h6YiItO2{o6Ig2%a5<V`t_S%zr1<#
zPv8IPyRUyY>Mz&x73IdT%JcbZDw$Cihp9v{M|n-D(<W$LX_U$o48cSn^e5bhQN1un
zF~dwJ6NVEg5ctiZZqugS>C^`O7CE&<EW}lXG-H!2B*>dgi~__m?KL^(x;#dpdNHHM
zyz>c=7L#$GI3XC<A*Dz7qY6~V#;7P#Pe(l_tLC6ro==;rMIY}gv(;qS;Y$&dJUvB~
z>O<szPIc0j-6CH44&N0n;m>~hlb`<0PXJ^w;N9P!U!0%Ny@-33@FLt*T=fWfWF%o>
z5po<2S~&b!T(0I5h9&wXSr80{ZQ72i)dFpjxU+zos_V#J3q$_L55GP=JHNcWJ3T+6
z=6bW}t!9I6hrL>@&H=St1;N$pbT?~Mt^v}|xYHT;`fMC9=R+G~Ufe7ur;E{Q(gS^k
z)Mhdql4fMm0AGoaWi^`MMb{ouh)5ZJr?s4kwCjaVvs|xohz{_2$BBTs9V|YGI?%C;
zABKD%V<W%PF@@C#4t9*MoYqN`v8bYvhx;!#!MqxxC;0D7C=z&9Dtj_9XhkuWEL2C8
zY3t4*b$0o&@>3$O!HSSqlo48%u%20n{D%V=KVU}?_TnmTU<Si*R!T7+QEX_$IgCOT
z^?O3NKD-iyRf~=o8Yx8zgM#T;xKYZotKe~_qC7bp+eS+0FxcRD;cs!PB?v%-pT=IW
zjV_xSrG!=i<_p1xj%ofdlqbv4F|k29hRAyH$_WO2Nb>MB8UO5T!CZE`$q1vsgTa1(
zk6LYuPInB*%fy5x*f8E3fum|@7gF4Ih6nD{XhB{cyvbxd+K&fZl3-ws1*-wS79dlg
zUIYViGy$H%J;hxf$m+vfWQ8jQV#0pBAF`YMHY0a@<I$l-0~uZ*8zAbBan7^O<BktC
z2?7IjET$TkiIP>X*v)ZOl9GL*4RAq1a+Ziu(51-Di>hlcu6uzlWCjm5m}oEbLII3|
zfQg;ES;#bK4RqUaqq$Akv?K~~N>M-aRgpWlh0bd;mY`(NpN4TtMH7Od+5#zsXyQ{8
z@DyINmhB#Y9;uCKidhtBD*IC+1}wsTc0vbQnjZ-Tpb8QS5VRVWm088lPWAyHW}sb>
zmpdQ!QW4I~7Gw#l*TMk<gQhsFjAtlm=xo(EYz<pd@dL!DCqwOYH0rTqD5T1V?P{->
zK?dy<a^Tt`Za0h-UWenypP3FGd8k1*>oJ}Yb0C9>Uk*t(>{fFM^_VXu+o;RpJ?AxP
zB-0_282#Fy_^Ef~yYtjYXrR3?Wd%j1S)JE<#C}sPZ6pzCF;w82@C3sljxfOCd9SC#
zGD%_DAIRhK`HBQQ>UL2u(~U|P6Rt%*8G~hq)sD<aQladJB1k`<5oZ1j=e2yQTFf%b
z74u~-jF4j>BIeU+oML=BC6@!^B_BODl6;2q>FjhkZ`9hQQVB_%*fOIR4~8aKoKj#R
zIB4)egS<n+Nmc6SvwEw|4wLeW6o*3!eK?I#2?j&LWd{Mn>KJn(o<~31M8Ah)45t`s
z5h%J~ZHk}HL)*N~DcT&`BdtNJvltA#i;wp9bcaugk)noPpQsDL`Cv{{M@WuhJOFu1
zR}yalpTmWuj3!K^QAQ}UIif!0{N&m7<?Bg*)~mI7@k+@=HIoFxOV}3OnBENvzxc8b
zMt$F?)p_^&YqT%2Re1H!*C(JVCfxz>jk7haLsL3g{`kiqh!da6Wb!FI&t}v2?#;KS
zn+w@yp5yykpM3r1{fE~d-n@AK&wu#Sw_pFR-&>rnPw;pa3e|X=TX7PRyk0Dl=Aq}0
zSPD8bhnh0WDrB)*v)3EW7pqRMJD%X&n$Ye;sWe4j)k+>87aA1tNZeL!Y?w55SJ86d
zg{3hPv0p@2ipRqBN`8*3yHEcke6Vt>QKU8q?#uRML;kYI)WS8ZT7Ylg@77xN9Lf?r
z{N;j$XJw|kw<`QrxtL}1cy_*}t_a-4?d|3L-TCw9muF|YcAJ)x%+LPzCqMt$&oS9g
zC;ijY1p&ih7XdG|Tn$-Jo}QiF-rbBQBQ}u>_1F07a!2Rublkf<S?#v7`{$>(_h(l(
z=VJm$6mt)|^ZAsmXojp}so2MD*6t0bb0`*IIC@Rm=;AEY=2Pmv2O!AU%jR-fVglFa
zi&?*Tb&BG(QX`(VIvdal5*Woy`27E~w5eIMQYpwXks=?jN2F23X18dx$4{Snoesa(
z$)UTHiK2aRHcv#oiI~jRuivctJrdXlPQtvfY7->x3b%t6reuVo9{|`Mh7g>?4|~86
zbT5ie(xCuK2p(g^6ADc_^#b=AHPXn9Bb&&^BlOO3h$eW*Pn=6UXIO?bplDp@A4(gE
z12}0&<TxLZW$KW;4pwIPtZb5vcJ6&@d&#^*fj|w21|fX$5NO>^@Lx%RVf#f^#g|2{
zqgF_<3?YhJ&u8(jK;&j(!qiWtOGw7k&%RMC=W_UaIacHA2Lb?I5>vfPu!0sx*TU%p
zU_6e|#qEX?hUmutCKz=xa8cP4<H*id(SzgLu=m+#|7pvIgpW(geEigO^wf0l7*!A;
z2B3REyAPh7p+d)mW?<E2VDk$(3YjQmhp=j9EP?;vFq%m4;Yi0tPfQYrHcvs+ADIsK
z4SRcVz3A6wdZFza^Etsr?C2iB%2xyA<rgjJR0UKZ$)>pBxC)Gz1o09cR{^__$&gWe
zQLiKFv}Fj8n)HI^0Qf`5Lr0RqE12+Hu_<G6z!i^bM9C5J7!su2pdlvU70t}IA-4@D
z6>-8e#xN0`$`FD`@AL9Vc&JGwK=zP3W6)*i7D<?qIft1F7Aw;iau!d}X*9AMRi8CT
ze9;*7&<<&eLTTgi+aX#wP#7f(s8ut?+(=9;Ls@9DB(>}Czgc;LY7Y@Ff(d84g-610
zh%*g7Dv&P8W};SURLxFmS@r8!b$P{6O9WS)Itmyje~_*81th$-Q7MjVj&H$V<cT9T
zqFKoT-&ao%06QO4d5ms(#f628eWIj45)K{*EC!d#SW^R}emqXdUk*z;0E*Vh@D_5K
zJA8`V0>33&>3=+WaQ$hp$K#*CX<v*7JP%|ls<2pkLVU$$MqCAJ9{b!brzDE7LE$xl
z)(7fEz_B>ryu9UTAi}nWU!qnkEEm)k&Kvdac+9x8#K{Wk3ddK-Cv&Q*Wh0zTLDnE9
z)2_&7fDmga;Ll~#^Vx#fOD>LY-|Mj8{Fk9>V4a0P2xqm`X?6#FSodxUOv54AGOA-T
z6re4LG7Y;O2N&4;U@#Q(u_bi55(#|1b|yaAZmp+~RLy*vP`CIA6CBYV>EPbG9aiXq
zdX47s=a1;5$5el@J>AY${pPSpcaxG#MUvSh3r^lsQb<B&79A#zGc<V#XwDQkZk8vv
zSI^+?knO6Zb2T8^1U-Cy!Y>Tl$m4d41um-}bAsL8uhn1Ozj^!o&2F~bOxNoP0jb$?
zINr>bb8y|Q?svcb`v3m^2jax1FqM2l&+)5QA79?R<jmfyH7-}XFYn*Hd-3Jj=JNIP
zx4-@7591L_xup_{MB_*i5%}Z`Q>|(vpUJXL0|5=AxKd;pm8sQ%E|W0?!mz~iH5e_%
zlg$KZ9(JN8J|eCm$Yo_>(M{SD>#Bnvd7SAB^E_RRwAo;?WVMII3&pub3E;RxCv~@5
zQR(-EVxwJ~PrJ*-WVcy@ST7gSECE4G%*TC%m-}az__c^h^1Wu`elDGS*xJ#H4QH%5
zn|AMS&nYvyyt*Wx$v6GQ-=Ti}7zo9M`aj6~rD3nuY88;C2w+bp19)FFixcEtE|%z8
zmlsrkuV|3O7JhfbX>5!NzuwMYa8^6t(zVSNwN}kSc4hFxXO0UW%RFgDWI%H0EF7UR
zB5XadFKP^IluoWewyuZEN%`6BDG^E~s9av(F}5*aQt!xx8bTT*4<!_3GbXuQ*jd$L
zT$`D5H=%KgaaG(X6}lmRE<rVRwco16!g3iVqw3H@3(7KJ05fDrODDi{l5mIXMQqAR
z4Ig$Okob9EO5jAYS^D1?M~L$i6-Pd5R6xLi{-UuuV%F)3=`_#05DPIB@fWjd-U@s;
zm2-Ypn2AV)vvVqn2}WSUp<0Mh+5`*6Dvu!e30tXtY+UFd;x#OBki{Y-uAC0)eX*1%
zFv?OHuGmmUTdbv{p?Wb5Z31&wIt&d=;hh&%fRx2lV+q-LpTeG$eJr_7%5?m8a#QS6
zWKQ`Aajb-3G@+)1*|MSG2}}j}#9XQp<+S0RVr>XZBNI`O!T?-gr~_R2<X6AYK7Go>
zc=*K^Pk;4`qsL!Zfup+J+@+9KkeEmpIxIS;g|=>&b`Q>~20OitHO=u6g+zXr-E;&w
z3eil@FT7Y(3jw^c>9KwtLHz<-fv=vrZCL9}ER0*sHa_5=I)or2n@w!wsBKg_23^oc
zwGl7aQvSS#T0?wRK=R{Qu+Xo3z8J^_vkuQw!~<{29(D`(%5cJ~qnc!k`y659IFDG2
z!pjQs&lE#L-vulRM>ii0kzou;KFs+{KCBuU$<+A@ua_5(y+`q=HH)=WDjf(wOwEw0
zWkw<cYSgh0WeiI(0An1&_9qw^G7)aj{ZLg<*ciGT2Fk~e@oTB=*nT&o2|oO&n<%IT
zJT3zp;4iO9=hA73Bore4tRfK(L3YCs81=gv*(jr04jYvu!sk!<Y+1$oFdu@s;EU)6
zjpD3bP|&F?lscJH0SEIEGaG{=J(x^%!toI|dMw{PDt}z2T0D@E>@lasYtlNk2Vp{s
z+I=3z!%J;ozQx;CP`tT-%X;{f!tofW2j0cHgMh>67j(wG&(IQS9PnBNG`*<LORN2I
zI;>^Yjzi{owv=d4@VFR?G9e%ye$uw7kgR&rtVUe=(_Vw35IpdhF^FPr*Q<z<fXVaz
ztJj<5Vmn__#0lr02n;Sy{vy4QYGq_PN26;h20w)QOEXOn>=HOL!k~wv8kW8AVZdxP
z=@IL;Vlf4wzTNAWs;ch`$_h|r%w2S?%D~Wq0dRuoU7#i;9|tfdZZ}&~Di)c@*fmN{
z8!=&=U`$^ML07`6PL~B#9q$;;!Dqkx?8y_=_a$0{^Y!_1v>tWlY#yV*C<*C7cSIXF
zQYBbmlAe4tn7$~O;FHD26WQw7^*z-3UZX=XHw+toGz$Gi)U8^LSP;ClP}!*{5-HlQ
z6{@$F&tBiZg0Q+AEiN|aoAGqf8>~jt?QGGmHot!V;a|W1*H7ri{KHfI1YUt>*SFt&
z^*-d4`qk#ea`W-kyAQA4ovqKmdi(WnK7PMmoZv&JH>^-rH(d-&;4Wc3RdS_9wTfqp
zX#*!!xmvF`+Hg4Q)yi@OH+46fK>b=TW~={n-B&89LB9shovDU>VXaxq7cvN9C>bbY
zZ0<Vf`K45u`oCJC-XdC;5=Eic$7)rd&gYdzz0+&ZPrX*{nEiAzPH`mmh|O{gq^nfS
zvGO~=JiolY#AXjk>>&VH+fk4+Rl6}7jXcXoNEoLV7u{Yb9Etq>-~Ie={_3yr4qsl~
zGA<UtaCNExE`W@+sMW@cwcS9PDOQlz8k0U4jR`KdPKUkZ;QI39>gwe6n-|N~?3Oy%
zo3r_RP^r+4gyla83D!+IOc0>@)0YG_0!a(nDzDNKIj~zDFj)2*Y%Pg`uE<oc5Z~6V
zW=++<wx@Ln{Sa>XbEO>F&tkbkyb}usmqhvyS<E3xMFUQZUKHXH9)wrlDi_FucB<7@
zg?t!RcRL5)WGv364+~1Yh(#me_j(z%sGbAfg&`;gn<$$?a45tBg(PtM1gl=JXjD8D
zReR8sYK072U`!@nm(1TKsK_4+NqlP`oxd2#m~;3RT;aJ3fY`@+Lpo6gJD{SB+}Qh_
z^gMDq^GVoa2tQgi2cq`SD^eH~!3>s9C0(q693rz8&MWoEOafg25}xHv(PM>L$gs$e
zAY6Ius8zC)79r$4)HcAYRvcecI<hGtT<^DoUr<m6TsDEdBnD%4Es)Jh>`Hw&a3Xll
z&6*=Yr=>&*&;++gZ0g*ZIDj*W5y1fSB_eR?k*Z{%>w;GIiy!|)-AEp*q)?<1hf!lW
zI&i>zKre#s%J5*+l18Mrh~S=skfZ*H_@UwHBg50r;lpG1!ja|HlX)~z_6-#uUIaNo
z>(L&yMxtiVdVIhz##|wxN;ySPt}53;cZd_20T}NVGZh)Vki%Rf((krn^g=WvI#*7_
zYpAFWi)6+<r9mSyJ^d^~62T!lvEN(uF`tvoBPa$Ibyc=_+4#7c8#VGplt0W}u>{Z2
zZXvH1V0?!jhFC;0kv%5DQ8M6yYf2fV8hiA*P}|s(l7*xNiFF>x1tuJ9U5tO|dr&Fx
zs$p6SdzcK}A&hnw3pyT*5vDSS_K+$iHmaEO`7@|?=x><z;~qPfGkkH3d~ir%YB5`q
z<6TThzQQO=m1CiN$QyMTGXdCKCdjd2Ra;}*=#ELwel?}oG*10fa+H~{Hzr$Lh9?Qh
zlnU4o;sD0l^v6+;honH*ZOsMIz9dS+(cGZ-Bg(k}UuZQTKD3YiLG_0D97&%$C>la`
z)JSL2Cr9jJmRN4cZP@>erf)1^wEQ&71xUPX&sov38N|+j4qV6hh_4<0C6NctqC|qh
zoyk(1(}&l={y!57Pzl7R<L2g^l2gUwt>)9)<suXa_nNiuzxxWr1U5-b_!P=h_&^;z
z<&SjtbZW#>5xw{v*?ZKuWm9g^sCIjGyS%HZkLNtaNe6Smd@?#aKSTR!cM+H->=<I0
z2l$Nm@nb1bGSW!W)D;DRyKp1|_Yf8>79@1~&G`2|IneJ8Ing*_mq~I={d@!cV&SME
zG7K?~GKfc?KRQ0v3Kr33v2SK4lisS|nijJZh4FS)GD+f1kbaS1ZPdJSo`Pviu9M3M
zJ_ksOukW8TgAH4~ntJ~z69HgH=@vw&F9ah|hB1Aq?P4BJy;R5d_2&Nd&B^)A?i}jZ
zu+bu3jWvULj0%z8y#Meo|MCNI;uDxiKBcF4dvWsn_phQp|E$$NnatlkfAj5E-<+>6
z-n{(yyKn!vSunvYW3hOyi1txM6G9uw#1afr)nbnBWVVA$TqK~IO)8zSXH`c;R5mB`
z#bPvo7r|1GPR2as=Uy8`eta?=u-Bt@F<;DN(m)a_4!bd=ejVhnG(N8J1Sow^uo`~#
z_kUk0<@+59yc?}f9XV|>11Vqb^&4jwJD~HeUVF2d^5<bh>`oZ=7|ceylSQjlO2#9&
z#c-d|RI%Mnrt|)b7q=98KYMWlGJ^f-qtCzi%m3pqSh;jN16VnUG#vLhWztMgSTf+E
zo^E$At_dQ|Cp2Z0u&Fa2ve(4DwOvncuTL&7&mnz%`0$>=Y|upr%s;d`PPS_biSqmf
z_LZ|qzg{Wglqwa{y;glpl*#8Fv`S5Nom$-Nmd~DFy?lLta<<{`!kXy!2cyvp1(3$0
zR)hX>{BkLu-={mK{rQMmUW_U*9$EHrS0TX-S(?>WEzj+>kx&BM5%8R|1rUu!R4EKp
zg*0P|6QWmxs<li8Cp<F@y;2NvIO=IDuH|6eXY+9uR#pz_6bFG!#CD!frMS}bSGfD3
zt);@ALWZ^}mWII!zZa&l&YMd_5Z@Y1;uH=t&-pzmN}mJ4eYR{48jvhOm8@m)h*rit
zj5P6ptO{B-8zL(7hy-w|01FEf24EHTO*@g>$(FN_Nz_X@z}~21uu}2E5Xi+3g+#_x
zoh1dGCX8Mfty$=JM3L|#c`K(yKxgCLghPx>Juegw5AhCZ0$~bLf!k^Viz+d&g$TVt
zy4NX^2ipp(C8jS38+2{^T@qRupe_BAC%^pZPt3?!I{5ZFTCJJBSRFDz!Vx9A$HYQ&
z4Z%rTen1=`v7uktwEOJKRH~<6V$l||3r+(YK#a>rfJ`BPDGp=IYeCWSU^x>krUU9A
zEqr_M7yL0YkKnVYG_o8Yn)dgDf>oVWob1}HC}1GvabDSVS~i|6d(gfBiy=Tsrej1!
z6f=}Yf&d{Fi&Ow4q73BaL=?(Bw9+xL-&E8qfUxid-5#e^L_)-b540T+SxR;>iXg{1
z4A`H<ki*LOgazwCZF4~7pp6<td?TNvW)VCrpouVv2D=rdj=$oCX=Xff8?;d%ng%^G
zn#!LSEg8wf+7#%0)FZi!M#eUH9S})kE=PolXDc=^1A1#V$d<~jhAfitTttxsT{SMT
zddvkqEHv@U1*nw5SftbO;{eYk8TKrPkLagKV4KrC_K6tSj?;b~znYJL`|8wbDKiRF
zh3QqT^)U%5MbNnSdBg*4RSG&tQs}9qjMz<nXdb{nJ<NwT2&%L|${^az$04WDuG@$0
z&qT*oakE<RZU)POmPMu7d`yXUtej6*3u#)mRo<H4ho%}+h#o^0CJZ94NbQ!g1S3)V
zArvy4q#`gvI15CZ)$)WgHHwE42`-wHL{J@qIOb!%h2}@|W+;Gho&y_yAQ_L%V0m?$
z(O`f|GFJV(1?&PgNT<hcs+9|q>7-C7B$Fu?3`C}Z`Vn2>NaPe8s*nX`hW{?hl-(m(
zCZfDCWxBT|{FX8&ohA`j(kKzxM>!)NOTX;4T8vf_*6_GQt8V{5b9kuJ>Wq4$Xcl+#
z9okpFHKt98xk-_Ou~4FrRx2-A_cMB_p=SCb;ZBe*b~$Im$@81L<#>i|zFsKx>lpgf
z;h!{WfXf*0F(Lq>$iRk?pj~TSom{<t_2q81y5ssjUrh1a4@e{-g-w@}`Nub}zy0>x
zPwCG5!*l)fe+5pLi$8t$9)swjKe||-zI*xp<C|Y!Y%X8kzWJa3{Qpw^GaIYBvvdkq
zY^YkSVqd6G7?jE3oyVud!Hf1r5EBiybd6T4(PUk=Uanxgb2I}W!0+Q*fN4$4r(Vk?
zQ?cvYtL~sV7&j;>!?OPL@h{CL9b9@Q7|>bl3NdT#J^B2<|Mai9<6oXGz`(<(A5DkD
z*{D*Z4?H$o44d8d`PJoiw}2W!$t;YBv$O4bJs<SzFw$dT|6(>=Ehnp`il^eEjLLL-
zvtgCVZJxOIFaQ4U{?EVs3!ldYV!B6GbGm@X1;2|&v0hBkyP%rY%T@5I=yIUoAvltq
zWUtCq5f&Nl{oA{%ySqC`U$shc*lV6_ReRWCfdg%#UO4crjTpEHYu4Ez)~iMS5~*qe
zXiZ=p07L75%NQYhFJ9iAoNag8<^A;;`@0cf45FCTN*t3_ESQKYptKI2KC+=3C_w{m
zZMHwSn>cCOZOls~PpRgqq#=~MGKm<MO;TXg&2TCwynxFUDkrqA61h^Y=1QoT$q%q{
z#Y51!ppvS?72Xnfo|2c-w_5of@T(0Ug%a0r77FDoqKSRgFLr8-&?-IODVi&}6lKTE
zV7X)%*Z_2TINWr<v4$dv$uV2?s%!KZcWsd23Ap*aKGBNDJHji@-i^JLN978!3ZyB!
z4MHxRrUDNFB=%#{`dFALZ-F5}Gc##N&e3qqIHWUEVXy})ruI;KY}mSZHQaVe9_f)(
zs~$<$KVT%?$Oyb#jFf0`Smp>?BCjEQQHBI3fu`dJ$dV6jjm0Pf7`Imx0K<_+zrUw@
z@`e8CBc>?}dYwT_@euhwN)IuBS#>%=3vE>wmGF>Ri1@iodc>b(&|QklSdZwZX1=6$
z5DYGH0^DB@I94-SnW)`Et%|s)T(kg3m7(TZtr+!D2%%fbf=v=^e)e~Q3AdF`u-cC`
z@Gf#8Z^Q+XOEtP<l;S@bq8`K?8;2hhEtmP2m;lO>P0bSO@sgoq#{<40?>XL2E@4ok
ztUcPyrl|}BWsf_WJ0q}GLKZnvw7k9SR+i1hXt0sX#C<YuCD`~WKlCse>=?R6&`Cq0
zp<8BwsrF+!%|aTP$VtDF0d)(q7XJ`O@w2ErhipJ91pGk@kNE-OO2|=XvT2QWtyWDj
zu%EKfxMaYPhF+KSKxeg(ab|``#ssR)F#xxGBjHE-4AABD#ji|{KTlu__c*gkfY;Dt
zKE|?@40uwq0~L-?0PG02@xWuEg<RlYh9Q0cI0e-X40rD{L`6nl{#Y#?$HNa`ik}zz
zX0P!m4c;HFh2K+1Mu?wK$&?8oe0gG|CLI=0vyX#rF&Zu=;OiMJjFQdBAar@Qr5B#i
z<JH9mKPOG=3}Ap>J1y9KG#v#SkfnjB#$q%c5<r0!tUEZQu?sIft)766U))?mb%BmU
z$dL^K%@kB|B_g~FMJ!t^9JyRlBT_6@@JIrH!R}ekXNd>_VDZU5K5>Fc$7hUwjcS!H
zTIvh@4N%UFMl6}+j}Uow3KoJCBpmq&CF7J%0dj-S9ERMb1i-Q3{Np3brzyZtNUD@K
zhEv7fX)T;V$j{JIaYXgd6D@5+PoJoVC%yS(v6~OL^e*Xngmup-74}6a*PyyF=<%`u
z_i_|+0{ZjfsOO`{LH6Ct*URx7>|!~c&&5)OcoqZ)kr|(d&obvo3}6mEzfMuC6^a+z
zlMk=ITu+uaXBSszq>g~m^yb6yxHDLer*EI%e)G*YfByI5AD-c-^a|XZp8t>EeTy}^
zlFi?qU8~dA+uvO6u5V6n|M2Y}hMm!Lya1a}z;vC?f}kPi0`Q#9Wt9e6skZ816=-c9
zLm^;CS;nAMgDpP<l`tA~z%mcVQv#3CXqe)~!Jv)m)$Rg5?Kc`ZaK<x66tz)0O(i0m
zINB12qb|mJ;I5SET%0X8s}aB~><y$HJN-6ZdPa#JAk}`GqMmdn0gWEhf2mqUm70v$
z+tD3KGATydk*p&2&33zvzkR!z-rk;9YemLC=EtW`9{=p8f5T0epdwenZm)+KOm%<t
zspK9nmn+6dgdNt8gbLt`kp%CwyVLoKU)biat~RG<%e%X)Mx#zo2M}6}VOY7EIAGgo
zat&Nq3~J1Ebl|dJg@6ISi&r28WigvtE(YK=Fzio914cpkV$bhx5E;);b~l$)j-Syx
z$yFEZ0(>D{8HZ0F`@n`v4tR`Esqs`G`=ICGEulOPC~A|&^G3bRAeM|ET|seV50X#C
zvZ**c3`QCjl58sRsB@{Wm9m*=5X>o?J_?CohEM~DFP(Kl$mc+Tqzeh6Llg$2+g$+n
zph$3y)VzGX5>xBF6~r_$<Q%{WS2FOheW2whlSEyxidGZhFRRJSK0z><$!FP(#~6y3
zG0^KckAvxU3MPy8h`Ep_LJpqrC2=;s5U(T{Q5qq?egERc^^Tz{20oOoI+zSpGdpek
zU7y$Eby1|kP+(?&so-%za|;KF4?w!0=?|I`|DTjS^!qe4aGoQJ7a!w;762wwSy(1)
zPa`k{Fb9h}&gpiO78oV=X@1vmxPSckF*6JqI_%t5%`qo*ZfS@lIUIA0aO_R^Pc#;T
z4j8HF_<#;*?&%)7v(as0LFN`folsR7BrvzrONd@1>TtiaiPNJp5q@N^2SA?TjcRX6
zu;Axs>IKP#tDGexu5a)N(Dj+hYKWgU97@gt#Y_yhs-K^hB9WaVied?_NW@R9Qt=3k
zVNS!b`q)H!j2x&J%?Fyjn_L@ZH`#Cmeh20ywXHK8XyN2z?{2eae7-cL%j7`qMx0u7
zeRAu>6o+RX4u6ww>qL|+2BcYp$4G!Zu+4m=VK|I?9SXi3jMHX>J2Un$yMY*{6KuX$
zZ<LHg2`n@mkU>@5ZUhjV4oZlio8r0h+YBzNDGzj1@#n*6SSAh**sBVmK+59`;%XC3
z3SchcmZBLKIMGOtnZeTNAR-E-P8I!(85wSdkny`1Xf=;N1E&^tsKrAhAjk#qrcFns
zpwmQ4CF&mtK(?{fRH$3d5d`3i$bz;&7*o(a1VxopP;O=^+X@nREQWlPj{^q-p2olg
z*CidHR}q!fO1&(RZ~D(@r8wVC8-+OGkf6)b$flab5_LPQ7eR#8@Hr*or8FqzbX4IZ
z>CKTcaocckwJL=Hg|OXLndC|)Q%q%Wad4*Kz!+7eMwLiYu~n-rv0GH@+q0{a(=%jY
zKIWZ93B+P9O*sXsq@5fJg++W|ST54W6_3XPp%5*OR8M%FR)lCiO3_e+IuAaZ0d;JX
z(UwvBsc`oqPf=BmUKb8fP?hw%^5Dtr20j8toxy6hK&qoa-YFtIKKbHTzrfExG1S@S
zY%-X^uBZBw!4jMWmc5`i6qW;2W;-o5k08QSW>N373S<+=WPypeKD!$L;cj*+9I9A{
zVi*t*y8`qx0Dh4Xd#UTv>)Pe=^Xsc`-hTyZ^>T;!b&6;<>Gnxko~||=ZNL8V)%S1S
zd`frbAD-)<|0{5|zWB#)zo)RiSt@TP^H;a8e)HA07n`fiZ2Q%#FVD8;m_t#!YAUd+
zLF_S|%9aZ`NUID|_!BCHa+BeuJp>?8tzc5f;G>^l)~5@0(1F6*>kViJL}v%y4#1&W
zucfltF8KIvE1Qm}(3@^QlTDK-q`!gz28jvE1TL`6X2~dp&_q)Yp&mvidb^=LV56d@
z2gQxfAo?}t)Ll;}^=5knJgZX%R^RWzri!Af0e8itrFIq7E8}5rvs&KX-Sb!}41E0P
z(ck{$uesxO+BE{r!^xP9<gnjnaN-Zo<|L9P9d?By=o334-y}MD%!3hH`1JPb{O)S|
z?%mz1*Ec+><#Gn*>*Qo}K}*JZwmm&TshbQ`7hJc?+F)EPra|RHDyugt3xu%Qgc9v%
z&#%`imwyPoqC~Oyh%vOaT2SxZTg|6ybi;m+#|$A2GZk&QF415&YoIpdGk8@z5Z&E^
zf!hHpP{1QHc+jL{GwG6%0BcKD3`jj##0NaRVxf#**Xv@8A<LEuD|}_dC1$O5t;D{P
z1zai?W1fbEKJ8Q$%v}()5n){JL>Q)zQc58eSZGMBm$5U)Dy&iCYA*?J574`u=-F~o
zrrjvz@TGIsrh*rrmszi8jlxooRU_3%+#yuF!_iS8PtP5mdk@(Jf|J}3SSi9qujW!r
zn?<sjN??gJS})p+20C#{i8z@@AYgc1IIc$&H6RvKIC4WD4U&^rH=98}*bK1s%wTw9
z{6zTx9JyUN!X93@7K~&t$6Q&W0-+Gcc6zt@;)uC$HYh0aIz?8lPQlLJgc(Egbl+_@
z1FLrv@e>3j9T^Uo#UyBs+!)I-;lqv)_$|JO9;mxon55Ph0<$tF7!(<w)a{kZmGS|A
zbuxolz)H}g&5&a`c;wI=2FQh}yeuapERq@!`%KV{1Kh1*U0Iw7fLPU5Xgu&?KO0+2
z*j>5>WcUm=09KVmxQ^#0s^E%e_G70Rk;F{M!#WsS8dcgf1f@ekIG-sckP0z{hB6U)
zh{8P_o9Q%vCMi2q>%I$3NlF1fH*1o9C%1NRwiuzY$uZHX55NhdOn}x7_l)tF5Qm*E
z10CB{Niv&xS)8!TET*W0bDmJ782|<TfA*4Yg9<}~-O3mlwiyFfwOE`6AHI=s|8to6
zn9opXQH@YUjmH|;aj@d4;SO2MvWf*WtCNq6{S4q3(Mw$Y7KS%kBdteIfON%W<UxZX
zn0a$h`Hd-#)i66*9C{e%h$yDmsuxqWT%;I8G^4IGGH6#OomwX3W2u@A$#g!FFJP})
zVksy)sVnNLt9?I^Tej~hKrS{5kl2t{oU|*bPFB64UZIMjP%on#%gk5hbhuSw3m>HL
zn!4?z-yXyz=<_m&WTR4%qOU*@zNmT%h=lpd&3r<wRV{;kPjHqYVT7n&g_zgrB5E;W
zk!NX?D(z~u*MRZW{r&I0eg6FUda>X$i>ngo4ITz8W@NJw^I0=&PuCP=sNgXfc$|mA
zSs!GHpd9phAm7nC6br}M=;9R(hdF@(z(?qEW6$J35D4;4cR<HOatq0>fXCvt9lHbr
zA6p|!UY&-I@WGQO`s2f=Uwnpd4O+!+bu#H=qU}N+Q)GXV;tabd><gtMjO}cl9sHs=
zm9(QvfCD47YmK)rKU|*PO}e9Mu2AH<PhEy2(XXw7cKIy&d~EG0RTcD_QaVG7>D#Z~
zy|{X|o8j2qLT6mhSY}KgFc;&u_qYH2;lrQ*{rHDx_$j>tyVdm{e)m5i(oh0R+V|zv
zi;u5Ayu5jJbAI>n?U(mg*rjeUoP%ouWlEGeok+E~3>EUIJjFtxMrJWzV(wwGqENe3
zD6nB%E=CZmz`66kZ1&L5QOEcqga=7GatCO1x-^>Q^66Hyi9HN97sWt0-a*%pRfGxF
z#YxpDkyY&X>$By!H%51Y|3C$H2Th()Y`$1m8!e3Vj5H%6;i(j2)5+<&+XH{f>MV{O
zi$x^!8}b*RR8`|@)&>I=tEKp5?eXDX|LDKjZ325kxLeCL{sQ3qpuM^@<F;xA;P?FM
zb=$igC$Tdo!r5HSe{R<6o2#pf)9vle>GKy?JSkR<9Ap{aK){cuy&Z&B0QZaeY`Ppy
z*0;}J(Hum-HkFR5Xm)uyn=j9=uQuDo>5jf`n$u2({7EE6P_VR1Qa{vfwAgh5y`K!2
zaAuRS3j>T<#{h%#-EDKw*2@hC(VozdN*PK=GjRpg3vDLk_vX{sXH;Lk)nH_T;$qAB
zTJcKw&r=FXH1L~68hxteB7`+|a8yM@1EaKnFOD9CHHFkXSx7d0tSZ=-bYW7!MO2#>
zC0r{QfN3AVs55A{$tq%?t>h9}I7RV@i&{O%1{ga8Gd0la!PaK$kLD~f$)VE^&cc)k
z7A9M$jBp@XWrD5XuFD;Yy(foy)}u`D-5R_LQj^vIzzT^~Di?ELW#|y#9K#G1pf9<-
z!jEv6O+-QYfvSijA1aH19SvFvWxnh_aDI6}s!{;0C=s8Z?l~R?ItpiPLW@9$Sc1fY
zFvr{=g@OMIS`7m#P0C1Kx~Gqko*0K<EU+UZ(1$e(qZfHFFr>ugf(|RA2r`S$ic!kW
ze1eM}eTIraOzhmvnJXAzKz-WvM}~uaZZXJ!g!SM~a5KYc58ffA_%n(eby2fugr5M>
z0{>Oo=V)Y-^=vxqRYQ5jcmxMm35%N7S&0VN5|$GY)^KWLV<?DjW~PslszIL$dxyA%
zN>k7A6Zb@AUnUe{waQzAv>QWvLWz>;1=|PdAn2g;h(~V2|Bs7I9Y_MK9c7*cx>+F%
z4<234s8%;RZHRadqn0s}C+M@=qh4MnqtjqW;%a}o7k0U^34%H0i4$hbz_kG3vHz58
zBTg#negYPKz-nUc2x~&IVaH-zArEU}ghs3ZoJ*FloQkuEOk%+b`_jPQ9{Ro$UV9@M
z1))ZUFza(>e9pAr5psZgwIEJnDpMZ1nGoX0W0E!vdF+UFYU-Cc#9@tjZ2;MErtxOs
zW)HS5D%m40Yt&=SD!yVg7Iiy&3`NCcnTge8=I0Ix)~(x<jK?vrqg_Ce3$4Z-Ml6V=
zd{sV=Fl^!>DHep47hu)`oFc)I^EnDp4<jWtim<?1rG(R>We8;E=aU<Bp$nNwO75n^
z%iXTc`#upW=2Fu^v!&8mWkM);CfN(}I@hy_OeBDle>I<>TqP3;jHe(E6R`*;F~#pA
zSPqj0*3Fx@FTeci?b~;6hl4?_R)-82VcnVFX9yy~gixG}qGl5n4ynOtT48ZcVgvKK
zNKVJ%Nl@8LUo0s-w6sSU8jZv*+!j4Em}u76n6w39?~Bh28m-GoeXF!y;QLxNiw&BF
zq6$Acz%OX#9MGaTGhJ2z;yp!?UOP)#E9T5*wf_3WhZlEWLh}Zunu%pH(Kx7Q9E(=1
z78o+d2H7EE$Q1NCU_Fq&e)sX$cV{;@XH*njjk^PYtF!)OGhHo5b6Oz(*AK*rPiZpw
z6rSt(_U5~9{zMldmW2(44i|SHUVZiK^8Wtf?)BZX+l%Yn=8_{9$aIVZ*n#R5)Rf$0
zw!oHv+Zy&J<Y)L1VDP8&1v^0YUyKciHw<1B9FB(LCXLllw`zc}YMpi!^{Lfu<IvCK
z5@Z!w3-<f%JVtAH_Ec;1Ta00~dWkjV*^Xr$bw88y%Toq3rY{1Py-q`ae8i@!+w0O0
zRH3h@*BOlZ>@;}*IJSy-)$_?#yLNqhu{+zq@4~*$S0meqe3wi_67jJ1@ad2K%U?Qd
zHojWFQ#(J~0bD&h*<D|qjrz6iYOq*LaCZ#{DqigR>WY_#2YE@_@$zaipCftQ-d^F8
zN28+@2}~=+L7-GQkkXyK+no;a&yVNtK7L0I6GLpdh)h(PO(rM1)7^FrOP<EbSFdhw
z@1N~1ZfosHq1?f5KOPLpHZ*bUkJ|V{Is_3Ie8~6XsxTYqn**VMRRen!vXa;C5KWdy
zP(ez{CW5_Yo;@HfKZ%Hvrd2yiw|3m;^8=^{yjm?%R!o_jRq@(@Ot#CpR=wJ1SxaXp
z5=t}-sx%w`7YWxZTO-L7^22omJOt2#%_iF@Z0+#43efc_`Alcfp@=Ke?1uRk7%$`_
zc-o>#50Rc+26R)(U$|${L$v>7kA)<q+ldg+*EsxCgbIS^sX(v=dA3|a&SLzl=8|~e
zDedGS04|M4J!Or25wF0?m1#?dFWK*Q`my+`0V@ke9cD!mkQ~z0+h0K9Wg!&6pCSBi
z(jI~Tq}4seqLV5UNrnJvHRz1ThqMbJm)YTQ(e?Zg5Ab0AA#txgBFeY_`DZ9v`=9+v
zzyE}wA~G3O*GNpvB+LxxJnZry#-o`S_8*f3v>xtJx1FOI$AbvwVl~DWVUB`6VcI{y
zXHL)$YCW9-<QXN=KzWeY%J5(hI79*ANJL*k6jJ9jmNG2+m=|Tis@lfX2Z^Iehb;#d
zD?3*PiKGk)RZjW6ls{&aP%ao?qld`mwi0UK2FefDAEiT?USx+@jK>R6Cbu|QyiAfL
zrQFEn+PPd@CT)?yIt5;gNe|;XkkT4xR>|XfAZFx3fo3YKN^S5Hm`?3h)edO0Ldie_
zVzq~H9Z&|QDLSkb3a!-f8km?Di#rvTgcDJ&9D0q1K~&(+Yb=LPDXmH4gTgaT_qyg#
z{o<16f$M9hRiVen7W}Bk-b^Vt{1dV>DLLWQ1C(Ix$jgZ5ErA2grc3#RpjCripB1N1
z6see`BS3M8U@=(IC#krKDptK7TnVE#aDKS(WJLwtA>%F@W0KIF{>Y`>hxN*;H|BE2
zoHR&!Sty&1H2iQAfIiHJVY@NnP$$wvP^uTR%!g1`=mT%J)D$yp6$*OzPof{Z)mhpl
zgRWe}OT3r9)M|l!VkAeSw&W=03J#HAFUWiWV?SSrJocd7$|a+mQt@mSQW3zy9ioj9
zluRF>Hu(9SdJRMj=0seh6v&cJ0^Y?K##s*s2$i*GTd;uR7hFN^?q<^&*AXQ8VyR4J
zNFtS_C7uzBPf$Ff;z^Laf)s<h_}6YocsBfs9yfz0*9e<nRQO@ZwEs9E35GnjfWsgO
z8v4ZH^O+31$G^}V>@gR^<=d^!`b|z|Elen^Nny$=66hEu9weP$mu-yGHql6(J$>x#
zr!Al$pWVHEe)DEMUepV<R;80vqG;(X{Yh7{@#km6vXUGPlw*9hw--0R{rK&(i`%P{
zOUSOv@p#y3?iP$*v)z38?Z@~3_CwF(r!bLxO3!gIS^wkj{|CtBbTqc;PyYYu>)GWk
zdEpngFBa2NKFDdP=D8&H`v=fw>E`}<r_*mXIv5WM3_IyO2-U%GJe#jb)p1=Jv8SUW
z6<AiU-y4kbpa4smaxu=@stR_nR1DB6(#$QF&`N37r~_VY^(Vveg4!MwClC#+=eFxP
za}jeFaInpGNs(d)S*%_8<<EZ}QbH69vbB3q$;y!Dk&g2D0^g1WC6NFcAK`{wQM<TV
z(Pso=YlyTp=9t*wc4XEc{`kNB7nfat@_N2w_lWe=J3BqOzC7);ii>&w{`s@J`{&Fi
zRV-DV!De&HQ`_z~_s{NMym`|b^rxfYaynYl3p5#3%M@Q0#yHkmEwDU1eu^$9<JtQU
zU(?IRdTz-|FBe};Mm!i`u<J!<y=Y%wEKheUWVgu-@Xy(+*YDPw6Z)kYDu%6MwUF$z
zAeGI63e7oQR;4&{k-50$1JEY_j#dMQ2ZwDm<WEF{#4GD1hGBqLpdb@03e}6S>?67!
zkY#+lF*GTGW)_!vD@igzIFY%)LiStrXaMOcU8H8H!h<c3dNd6Y{LGf~Nqj8C;llyA
zMt=M%xp<<GWtS0dR@lFwMLA0OQULXd#}f%L^*}4dd>fWH#9NTF%vvqLRa$q!45gw8
zkrKtjBfAI|+d%~(rY+X45x<YZ#kkr_WW#|5d9}$BoBnREo0(8uivZ+gpW?A|hoVHq
zYPOO8Vvh-<n~f^KR&Ig-qu@`nMx=&Y9j@q|@p*VBtk!d?%DHnntQK5e{4HRW@J?xY
zR{5fs+pT7(9Uujm3PcTE*y>Zz?LAg=h&HwT88J$2&#@rCAh0-0hliqGW8wDgqDjXN
zw}EvSqn9dzi6VPOxBf`B8kwDJ8ZF*1#3d~Emg55$3ruUgF2q0i=K|?a%=~_L(58oQ
z1=zu3;#;V$d%jfI<%oMdY}0^3Afr(S!(fB=o-Q8l(NOOF*s5L35?;Gr9V21#Ga@q2
z&=E=40Qp66+i1HkAu)=WpnUY9*RnaX9OMW6G?LrIRKQ2xkO3?ol1czfoc4S)k_Qqc
zs3;8nCF+wM`Hm4wgiy+~V+AP&wVt&gSp(=>h)9;BCp;Imm7Crr9QbH`%#b#_;qWQ3
zM8$4m`hxIJVIophgmkJXICQ+E1U3)&5x@|`$`ALoPVNH#pHt`*5>;ePXtChy`DHW0
z{|Eib+7}-knpMaKHeZ7iJ;U1$2@#H~6*Uq{hOL!}G_zr{oTA=<1&h5c!GVa!&3Kjx
zdO%nZfus*T;h}^`&vS{;6rk7Qe`AGBW`ag1b$RNuDK>rBVPM$9x7I2ZHuJHWiJf`a
z>w;d$HGw6#WH*L=j+h$Qw8M2N#ieF8RL#b*M6&%yMrLBd`sH>wqTv{xxC97Xr=^ig
zRI@1*d3rApn^C1onH;hYzsZ&yUt&J4a9HGg3vd;l4~8o&ubk;nt}<yF(%3VGN|0Cl
zzGNgaRDBT}oEy8-tE-zknlut=;6GIlhZNb%$qUd0{|E3sqHsFF-bV_OoxcmspHL6i
zD;BwMS|qp2>vH>etQMUlY70RJ#ykg^T)pn#$z!WQi$4~h|7x-vv<9^A(yy&ZWO9gT
zN?e6v3j7bJ+iF9QNAe`XLvWa$dT{;sH?Lpbf4LmaYq@eYTdHtMqutEK+y#Ew$|9R|
zHouUg;ZdAz&cFTmyW6vyE2=A1dSh=2wY$^C{Wb0NKfHbYAOG<mpVFQAhv)j|{|W$X
z`2L&UVU5bhGrRfb=JfLYt9Q7+&evzpub*FEJ|B-Zcw*BDwpo6anqDk3N}ZiwE#@n>
zgFP5nwFVirV!l)<*H_D3yV1tJbb5Mrc6u?N&K8iZhNChluzDE-Jf+tF<RO|iTb046
zwcbv1xg^WWTD{opG|w+C$XH^VCtOES<8+K2isfYsm^?ej!MHyfcPd5hzeXsV>^&dm
zoI$l(q8$yx7@n<RzoYIQskN;XmWweUR+@uoOWN$VSJ&4UmlpuL$m9tY{g3{yzp$Eh
z9461tPR`FZC)))?)D1ZOPII+h{rWfGot$6H=6JfcXXn@J?b-9^_dJrT%d-_v^7QoT
z@?yK16Og2YcQ9lyftMd8AW7U1>K9kgP7}$E;RW?2)~V-b{c5M0X|vSJW+vnIeBNge
zgJ#Ahw9_4|R@;vs-d|r|w>sTS0EIw$zbanL#y6YAayc)R3f*oKFttvrWuyWCflq@y
z9ehWXa3z}fc37{-Dl+Qe48k=9-HRj^N(iTQn?)pJ&PGylV0tIq=TjsJm;=Bxa6s&2
zX!_th?Q^@SpJN9?S93g`Diuonpt(hmhvSe=B@lLN?hyd{DU(Dt!A;ex0r01NJ%D=z
zk3B>(qEtSgOLOp4QmOA|<IyoUX8|X<-A;**;rNJspXvDcXzz(guu6M?qXxMR!y01<
z2-&F51%QjyP%)V(#H09ONI??Jbc=dFq6Z=uGyn$`+f>I`d0qe(WScbrWt0JoifVKl
zD}i?pR4aVEbXyDB15ybnI^;$xr7SFN;6mtHT=s27bz<S-ueLfun}_l4XAx(WEU+ES
zhJ(kbUPK6Gn-Fx`O?yvV4~iCDLeQ(wZAkS4_$tsbAei!D1!gJ8FZ@C*zhtwPdT5{7
z0J<R?464OC0A@uBZn*CYbS&C*#~{lf{~Pzez|KVTqt|>Kuo;`F2tQ61c4~i+-JD0}
zqKtqx>Y%?6Rq}CvJ{F>pIS*Mk>?a5bg90l%BblH(hL`TM+wu_J=oT>G;PPa{0anzN
zWQ4RMBAd&i&xS)S!XHWyc{J&9MzFe(4|UqgY_3(+#UJCPvszJ*ST*t$D3Qc}o}ilD
zX=69UBWG&DjYeIgO0&n8<r4q1I4MF`xZ56efdX@)4L<B@v9vj`LWP*zSlwEUWw@`j
zQW~`sScib{JFLv5qE5%wn}JjJ__Hj#ZxAF@gj1TpW?izQQ=x!m6c00=%v3;})1t@D
z_%IYX7`4?_qmY_J00kEJu#@#OIK{mxYAh2ZHDKfIM>LhzB=Vkge8;_3R>o>Tm0{i`
zghBM`4uzwAY?O*yEYrQk(%fYy>k1-_p)n+~Gd%#Z!5$n{x|B~cl@kn^j5>(4h*^aF
zl8nt^5~kjAQi=KPjVcm8UFEh+B7q-c*c;ff?)!aUn~6N8qdu5s%_3}#NWEO3&yjJ3
z&m*7HQV!g4aW(EQ1}zlkYAyrCl=6*YI$kRmNtEN*Abr9vkpMWbi(HZ??SQm%et8BS
zu-zSA-#x2TYl&nUwkmIP2et1OOAySLBmn?JnNG)I1g4nEye>OCNcb-Fg&~JRn1Q6~
z^LTMcij+Xn2_<N}qCqqnv`5DWdr$Tr|AT1MaAuhe=inw9rFNqTLY7oDetRFkLNcyY
z*!8^NY84tXFQo~<`iS$W9U~XFC-aTEd5p%{cJSE&w}NE?hd+c0>;Vt%P%~%$^UcXW
z{r*qar)XanAnpgPZok=@bUUMVdo`JU{PN4iV)5sHKmOqveoC*vWH9;P|IfeDXiY24
zZnnNTxp@Ej{fpaIo9X7&JyyrJ^Z6M{NFf_xeO9lxvsp~s`PFj8lCY2~(G)bDF4|3&
zYsDg{_;QmeiEhE`>)V@~XWQ-RX0t_cVn0|c6>H#c%2mJ<>@I0YL}FR(=GA(hx=1Lg
z<5_RBX4Tl<Zs?%yvFXD+g~xTZ94-kOj{2D4uP#ra+}E%zRWMH!*{6UQTP~?4YG*Sl
zFn_%mtmf40AlM`pp!$ZbH($NkoNR9HaohulP#yS@5UPg$$A9%-pFH{;KiKQHFRpLS
z8Njf+<9mO0cXxApdwqBR?Qg$(_Tt&a<=J#PdGYEc+#ZxMEMII&8PBL9BE*STo?It8
z%6g;5qOwOSshX!92~uLcS_9q>0tmq{8V<teAAp=-bj@bzCubnsqNgvXSGU(FX^ZuG
zh+H@taDdHbGl(_|p46}pEQdU1AseUJ4PqAsjEGwJn&7#z2qvhMigOndFz#j&IB*Fd
zO0ZIi1Ul3TT_^Te_zWuVs|cOj%leOO1s-f<rAmQ<WuUAviYKAsgLL4lk(URcnvN&f
zCda}Gk$5I7G&6kkm}yy>fg`BWYQ%CAat9f9pQnM(CJ1^0nL#ocbSwb@-GenS9cvvX
zvq7U_-)CWZfj>arN=0mO&$kdx4Exwc2GymdI%WA|eu|_;tlgQgzYq_%=-rHlR9?E*
z#&Bk*_SdNQ+O5Pk3yBQ2dBij@3q&c^r-=?Gvjdf}l;9XQ939Z}qW+BczBqpRImin}
z2-x-96j+Q>?3-qBLNhmGoL<ju8bqgq^x@Mz341(|zQ>;#_CII;g`gBrV|_-Z1y+j2
zLpF&zMgoWsYQ?tQ3jCi)Bc5{{^$3w98H1vUUkcPF$qQvvZJPf7*t-uk$?o&I*H>{Y
z+efx_EX$8A$&x4#7|cxPSUKm^l{;7GoYQnq#zX`H1ObAiM9FeK=kk2sJ-!P9Vm}Zt
z)2XVv_Wu6sTkE$1H2p*=Jk>AdOgN#@QK+MCH9zs-=i;4`kKwWVtY&km&|Gr1gB6xb
z^~$;6t(tFF@`S{NIgNspy4+f~vDz%Rvv^q%U57TF0R**Z;gx|=iqAwE`C==V;Zj>{
z)Vr$qGEtvoo--*CS?jcz%~qI)+<aqU^_1WYOVvW)`-&%8#Y#PwYZVK&ig>4iY?ZVU
z4bM=h;xSLP0#K8oMr?A{<b#i=(a&ba<5R;qsM5qtV&b939}^&otP*ffm!%||Jz_>a
zM7sk+8(9#;n;aeg_@mV1NMUwN=VMfxKrB38DHGyM+RHSf=wve&pRX2H=Bl6u&3r-=
zcc+jU;9-5BZRBRhmTDQYVZD$QWB|=jQ0{Moovd*vD9TLn;Zw$Z(O{$$RxOmQ@s{U`
z*s9F=HkDbkab#wL(aQT2R6fPj7+K644(HOD#MqeMV_|{h_=CjQ{nb{jQ!6QUH0PT@
z((%~k*|EkSWk!BE{nA=8DpV38mSIuT3MS1KE7h{PxVWqxqFMs0=``n77yCPdd4=+p
zjNN9{qScGp`Nc5-^$ronm)Mg=t`%z~J@p0ZH1-_>s!uZCmw1v<(5NME-rZcAcRJG(
zq|EJ$uRcdsly&TDyyp)IVkjvde!^8U5tog?P__4*XCMP$iAE`SJS2)U2wlNuKNLzu
zW9BX_`|;5c#EC?BvJ$*nCWu|3$w{Qa@!?M$e8LlxS7(nmRzRs0iPPsRDnn`J3WBRy
z_BQ9ISq6i2l;@KHY&JZpAfx-`o6ld~J$-h4OURO@>eK^g8N?h+bVCVzQboj6K-ins
z-%+su_^03h&)bWqH)l65Zl78StS_$YZ*Jm!J-@m8_Umu|_y7LiKc+kLPmlEv{~6d=
z+4x`o^k1J|U(Qu(kI!#j+&uZ!SHJr5?U#CfUOs*E?CIO1qf5m;&b}Y8O#P)rJkkxw
zhl}&8Zg*jAjr$%WV%y6c{wpZmURggnI6FQ*fBow1lcyH=K^fu(ZE9z`2Q48cX%3t3
zuCFgar=BoYp7U4ko?ILv+f#cWq~Wk&Q~_+nC}Bt;wYIibv^}ch*<J(KUozydjQSss
z`r1l=d8x~L-wm#Kz4c|=H%eWDymNR6$9nqN>(5MIZ{NRp`~L0a&9xD(*^o91|H;4l
z<B73RmDbOmKmGcfuk;YTeDTbs^~vqc%g<imv|2L0c=_y`Uw&<e`onL3xVVzR+`oNv
zr3m}>?#`RTqiB-#C`#)3#`ej{NdWR1u)qm<R|!lXXgmtRt!USdU7C$%HhnJ7vI?sU
zFJC>qy1Bf2a(8oc`TWIms0y{?rza;}B!5xT<({4G)90U^o}U*A2{=(pk8Yc%CZVUJ
zS1+i;<}F91HgYWnk6mTJx)tH(%4(D2E1PGF1*E6#pjqOV^2`U#w#j6_?OWp@D^vTI
z`cCV;#lB@?W3Wh8$%yJ>e90FY+g#Aidw>sJ^(9rY%B<yOV9-Ko%prRRyU%td3zxLe
zfxT{LQh4yg#3&xZxYXmw@Wk-L*@@xk?8NxcgUIBRV=_}#WM)ckk*5oW3oW*XNuLNK
zC)9bWYx!nLUN2`c!xgU-X3bhA%_x#d=m!i@U1pn*UjStp+84~i45^JP&cYE)Njj3R
z-sBmX7-xJ+geL4XV^d@9N&Xp`90AMHeWMsr&|d!$mKQrvTF3UMA8B6-0QhlO{vjY!
z90V+ag<6TO(k&=MOvc7X%^pan=B`2{gl)y5A2_A$adN4k$1rf7%jm@$6r@CaE~TQe
zz}MX?6;QAM4L}Sq7M9x$rnSYn(xMrH$G%)#b%P}9g{Mp!^{j+r#aKeBLQLIfSzMi`
zFZJrh#d?0LQ(-=baloK}(>FPgYo>-C==6+-!^jdQK<h~U{H11v^S+*qw~ASeg<b_5
zY%T|Nn})3b@HapXb9~WIQtFc;vBdO@x-svpggVCpq*}3%GkV3RC~O(u58<ns1>=fX
zQ%0sHU^|%ntDHj785piIzjb&@>QLyQh3`K;Jo)K8>sr#EjUnaA(l$9ciTahC7*$f}
zY46~vMyJ$>OE)O@)b>+J&f0h`nvGLY@>e4pS17pDD0fQ5pdt`{zYs5kM_c?<jf%vg
zjb|>{2#4!Q-&nE|pN)=uT8qsVW+qk}1s}W6;w|m2b(<!-ZLy+Mv<1G3`kRUiHX33X
z!y1{Co$o3xd?@g+mBS$*3xQDdHf2l|jMh?tO4A5<su?=AQy4>Iv*=qYFiM%A=1o%z
z9oRh}Q)UJWMMBTkI$La$7vi&LPhpC6Uh5hYIbwljb6^>5)cxpGBBt!$`4cIBgI;%M
zbzys;X=2WJ<!ygQj~g+#wV-FagUf1+s>&jrpB>a{r4z-m$A?5>nMObf6BhHOu&<w?
zPwN-lwh@NS!HSJ@dVHAN#2cwFLSs=j9SI0ulM^t*{&NyNIF-=yXeNt?rwZAaaVj=7
zG5X+>p-=x-s52D`pB-N9Zyjx{Y^v?87bJfmVhhc3H9%bmMNT^svU?GhgDi~ct5d6g
z@#-~2>+<MoZ+&}hNtkF0o)+m>?nbkg*R0ody%<#48{{sI&;RKk{=b(`-#x#3@#4{w
zvpu9b!|JA@B6ZtezyJED>FW=F9Qlzw!o_y``(J$b^yZP%$La3T%SX?D_~y4?z4?k9
z_4Mx5^Ji}l56;$>m&@6tO94AJcTg}wZ128)^RBNrwcV3*wE1F`-`%2y&F^d(rjE}}
zFOLomB?Rs8^<@Vq!of<bJ?Hwdv(DAkZ?~H&9q*nz>MgCRogS#7UR$w)6HDA!U%9+E
zv2ENxI=Xp$w|}&=I_Rk{T<SL+`V3dvw|y*&lI9-M&hkocZ*K#AOnHv$o<LEln4j-=
zZm!SXynS_jefjw5?YH0k^3D6#cTXRkUmWvo7y|y~AN^nVKKU5Ep56VN(xd=;d);GH
z)W{5WVX=C3`SjT{yVGaSUcUeGtAoQs&5Wlf2Yb64453>a>!-L9>&phhjkR@tvLjr6
z-(tPw!+G`9bK3>1%8&2DW2~86=G)yh#<`_=574*0X1f<;Fi#)fUbA>H^scO^2;b>6
z%C-xdxQ~xeu@6mU)p8c}L!$Hi{G{8^!yMKML_cv+1*0H>E%kaPGnH-guK3l;;yf*i
z{kE0KWWl&{iKO$czd^ZQSy*JC7LI_scf~Vb2|v1KbL$2NcD|Hu-EPjfT+VBn>vrc_
zu&xW5f@}DS6^481*M3WzNz&TUjl(6}AZHEe3!1*BMn`>kCN_&DFf%c1nURG23d^%c
z!jsc3&Z+P;$x`xt`2KwqFRU%qc!73AgaOZ_v!x>x8-F4l(5>dEVO6)2&}4en{;Qx*
zaJ6f!upqL#OeXQBRB%s>&BIhy%hs>5nY?At5Hg``MW(6od!M9dXUsW5cH}a-MIwg9
z+0@7bw~5HaNHrVHgvOB{&?I6LBg{)PL-*B2mjcScv<4q~7rziO2YlZA#@sFd$lXn&
z)4g2FCPTxY<}oND(<UPBuPk4grDVB8Swb{zv0Ax(XOd!ct!#`3$;b99x#b4Cc&Jk<
zv7pCB9|T*)ph}6QKdC9QTdD4@EHl}lzAx469P=w?l+buju3+q;Z%Ovk>Wu<Mi__Mf
z3}cZos*N*=Rnn|t8I%KND!=Q4Zf6s>Zm!j-Hmd0iD-?Ub9b7R!1HsBDWl!pf^^nb_
zZOPd<&c=jpN2;3TrumZq$O6~Q#VYXtuiCFwpvJ5PIqm<C6)osQpB^nzTgP<$D7Bmp
zk32L|Mn@kSu}EQ!Y%V@Ilb)WQx&LuIn2lrXUSg7314vQ}O%jvT9f>Uep%-$bTf!@|
zewDrqsx6yE=-2dIKEdU+SkA@9hD~2gbj^HLgmcNmni`240;A)NWO%JvYo())Pj;>F
z6hJ&VKRNLK>V<7sUjYj3rG7EO({t%4SQ$c^)^h%_LTHK^%!e=4^Q%oYm*Md6CzMiE
z7h-_UAS_<keL~Y-bd<9;KY!8Yu_(@0D`}Bv2q4p}oL8Xs;C%g9HrKcCd6a!PDh3Q=
z8^xN*Y7PNa#?ho?=*k*3$!qgXkQy&2FOZX+<z_K9Sm-$69_$~hp&vMHF80sQ_wH^E
zoAs(QXR(+U2nX>pQ!xf`jyZA`v)W)&t!ma(EII)@6AeXtw<5!_$ZUxyosJh|KsYR;
z6X}!zERK7uvLq*)83_@^BB4Nu@<NDCjfSVj#)t2ZKKywmIvpM#JwLp-y?DH{y4!2?
zD(RAxWVhCsD-ozmP%UuBC}CdUu^C0%jP%p3O7+dtCy3bBCwB+i$Nkp)g6^_vy=50G
zgaRKEneMst<Sf`DHjfVC|M++R<Hg;JyURz<ZXO>84&TA`*$oW->CVA-zxeJ)c4z+S
z;r`)21D5H({^jqUK6=7XbbfI3<nr$OU;Or$pMQ6<cYb^Q;;YZUJvlht-Po`Lu|xx$
zVP6Q^bC#AZ7EK^7DO$E2-Q3w#@j$JTde#O|^xC4)x{f6c<p=EwF;~G<9T4kfBtV||
zjszl)e52X2H)PzpygUcSM>;j(9399@9&zJeKDr@}ZEP>;YFr=8Z*Tf%0FH6s1EVl7
z?E|E4GJGxXYz<ubn3BLP%y{Ae$n%e%K6(7?@%7ymfa&`$zTn&6+#c|uPK}TL^FR7$
zL&L+>Ms0DKm1)6rsEW}yOoGxNiB|E|S8o~5PERl2e*WbbUws8kA#h|<xw)}w$4Jh?
zGy}h1b6M?l#Fv`Y+}`%OjVFn#)2M5QytzETzPv!9*b*aHR;AK9+TU#{JGLZUTkf<Q
zt1C;UERXm4;soLzUJS;}X5rG6?(B5FzhG|jJY*9QAguRayp!>4&taD)XU5p5#taW?
zH{~MrWeye=g6x%0WTi~^1N;fj)0Kt+VXjmX9O!qjX{&oXn{C=v87`G^skFMhtZo-;
z$U+b`VzFIrl#&7eszZ^|-Pm*i#Q3n`;s?&e!w}yGTPw@Bl%2Y!NK46JtvT4V-$*7i
z{I(IKEd7SlV?6oDuPOEsJW{L1ta9p4XGcb&<D<kP2DTzf5t*ovC%F)j@<ADQNUSq}
zgGIw`?l_fNS0=~C+!_>%Bf3NUGg@aNF=;_cS2m6TF+DpqZqq>uqfUgzh23l<L$LN1
z9Ao!BiBC;ZUCb4NfyvNhR41d3A=^N-u89#G0HD+y_}9=UZp3g3!ykQw6ft)1=Q@Ur
z5WP~ml}pm;e7GDUrN}*1T{WdHU`nXwiNkqKm!ctiMq`W_68@_cWjMFFi*`ym!%SIE
zWtay^VRW*pzBx2*(3&r0qoWTr+C)Ykgogzu$CHyIl)X($dE9f2Kj}<UVP7JcWaf(*
zyJt-Xsp&Bh07D><h1wXSl%#+!0TW81;Y?#ov#*p@R9Ly%?Jc(&>-suvau?_EJ(qCz
za5sY|N7G`$;MB~pa>WEQ%gG30S|J`0k(E-^;iSMw5w`it4B5#iQj>x2o%u@2vIakr
zfZwNF(fVR?1a9{@75P{k+_hKXp9hzi82#w4y#;2rbX-qRHJ$djX72x7z`@L8JmcpV
z6PS5;KQS}K1gL7gXZA~mjn~$ity0=Du3OGBnC-1Dt}hV1!p1Os{*7LD&~1YZVwCy1
zK>eM95pj(5tCfj#a|w{KP9X`HZew@0x4qJ?u67%Asy(&<VZU5jno^gy5>G$JRyJBq
z&J-ay*zl%D`TTwCoC?q3kE7G0#;R0g)=@>bf`jMX<6E_+%!F2sNW2&qemP}+KXjos
zypA|CR{LI(y35)dYg-PXfPSaPryDEF>Ql8}^_wCl34QWN!TK!LEEBayRO!7zk!v9n
zUtjLDDyl15o9laYY0<x})fE{?8KwQrh1L0a<wRSKpM#Z3RcWK+S^)}UncuaXGsNOC
zTjDPx$KpA}<N0ic&c<|~(+X?14)DccXS)bt7oIHuj7UNzlYsf4VX}?cc*+Z6cJx#I
zlA|LJMuzT9k9;aDe6)Ldx_`DNVANafR$*o<wz`c%aZZ%gDl;@2>=37>X2-ec1tum<
zUvHm3eR+F#vU_s0eYDhBT<$D((eV>8ha<AH%Y(f?S_Rg<00NTOfByUb0d)W3?#Z)9
zPY>322K~iLb#D6yH-Yc#C)n2?{xtGqdxXT9cdx#A{qp@{zjd^`rQ!73FTVf!{jc^n
z4uSH%|MoXWyT`!o8uWx~%q3{;N7SgTtpKFDyIT|6nRl{NP1aQ{YxBqtwn;5sUssrO
zdIHbDcYlJWb#r@TnYh3aU(NUX9dCv=Qi>Yt`A)6ZuF|h`2JP+du{ta*_D<kVw^nbT
z+`f4I^6|4<GYk{g`3aLhO4!22#{BN?3WNn<h3Nyz)g-7DadD}CxVz>G+if)-v(rC$
z^yb6D@%-|d>wcfZeRsW3$d(J4fBw(@Xn5%1(n^1OZ~OG(68qELX$3QXTXT5#<Y+_S
z`N`ewt5@&de*TTeakRIwyS>aKuh7U)w74W+xvhH$uYP%9o*Qj-sRKX(R;K(&u{JV%
z0O~nV*x0A!*-_%qu0iV0cb_~`Ep)ZLIe>&E*~u4NUtbt*&rS}H_qIU&B?wv=<82qP
zssYdC(FM|+d316@M~Q=0r8zBPrF2$wo7p`=w1MraSGIhOdGxQGQ}p)wnr<0$lpd4)
zojv_T=s()(Se3i21-wM={c5R-*BF_dB$mNj*a4zTwCokirS+8nhuLdXfIX>9U=BV%
zZ_a!RK)%#u+E0Ong5j4T<=X*KD&1<TP@Xb<Y4BkNn?<;qoi-OSw=h|aJ@^zLOU&Hz
zl<D7&!=NSLX=(}*YB}9Nc{>_+fyne!tCDLsXeW_$BH3v+$x+VZc9FSgoPVd5GZ0O~
zWJ(RB6)8?nf2heGp-ScB;cC_xz%-7~6$y<Fd%i#&b8(H6)9I+Q`J{JaypIEc=2C$v
z9oaq}u4H1CP~)FIFtE+ola387Rx-U(%J$P=c}q-<O@I1{b<w&8zjW}<(UGw|Kh9Ft
zBs1uA=mUC`092t5GNCEAc&B=^gaYeEE@@FU=u|g)^^LCJVR{WKTz^4qCO<Ql8XsvR
zx+G>}6G6z4A88JtUQc2!y<9JKxw~_56PHAQ?}78*6iNkhpRVS}2=V21jTo`g)j61T
zJ5wBh0FaF(p|qqO-RaRpkuG@2mSioGan;oZ;8ZB2P}@?~!W1jjPgAwC=L$+<u~}|r
z?BK=+bA`z0LrM{oSaND;&gQY0D(UD9VE$oDFxs6W@*?!v#0ZlZVNlkRP)Ue0ujT1!
z9!@Hf36styQd6S{p2iz7j9MZprAPyT-!zFOXBoD|HVX@t9Qr*veO>OdRX<kqy3hsX
z5JP~|XTgHRr}Zs0>nEG*Ok9Ib&6Bpb)Ugz%UoF*g0Ctt=RId>4l~dQp`zv}G%=G0f
zTrJAkTq)0&XlAy+?HAH;{hr%ed}>ZfcP?&xFZywtsZvSHS(#W)NOlN%wV|E+5z6`E
z^0L!JfemG%;f~Bj%33_R&}kdDRGcw@QNwmuSJX7D^g1Ab_=Ey7ioooSH4}lk7}aWp
z)apDAZZ7alHfsR*{d#d3Pqp91<$Lwye0>FXxYcjMfaENo54P6k5x_1^6dbsMibDox
zUf0kbv5jRf(`u93e9fT$6yQ!4Mq=WFKeJR5{M7yc2Use);+6dhBuUYc4-T=SZE3Y+
zIhp<tA&rcWIP4g)m1>R9zBo4}YFIAq6L&Wb&yTLw7dN}EOcj>9qE4%NK5zPJ7`JDp
zdFh>l7z}h#g~lfGiR71TA9qhMyR-#$%8gZV0YQKybo7*9GXIC8O29b@huZb}>B0Fw
z{@s5^{X&_zI=MVMI1Sd08=ICW*T)CnfBmZ;+pYPh$NLBW3^2>T{p_31-~K{_25jh~
z)AL_``P~<9e{ry}e|vHJ!?)k>Y#r`w9Z0n>3#oE!w^_dsp?aFf)b5mvMVA-UCInO>
z41d10+b&G;`58pS-VTd`jN`Gf0q$X8vA?>qNC2mC0h{7N5Z_(O$SSpB#;jq7XomAX
zR*EObdx-cZsLSiCmv271zBz$WJ=#}wR2{5B5$<fPc7e9G0z$<OROrg8(W}k9f1uW4
zZGO4my1G1P%6j?oIsNVM=+L@wfp3)&q%+4o`^SIuFFyL~zv}l|Po6z{@%jy5zR9T7
zYA&y=0EE%FP$O<{AOGSP-#of~^6be|5L7zcvuAf#S2tW<hsTFztUXNBQ%lPo-`L7h
zOTTuo72RBh*@vHSbu`mr87bXGg|Ad<7LS_UUOj*D4}bsLS1)hhy?*ub#S1&mlanLx
z3ZDOSW#Wf6PPP<1?0pQMM|Y3=o!0ckNYE&7bgX*UrIYg0Z(7Twz%}(ECNK)zYHM}m
z0A`|2B})Wjo^MndtY3gyHj)Zc__-3e@il7Iz^Ve>Vz9aa9wxxvrIwYPq^(ZsqJ>V-
zy=IjeSh_24hGbIRY6%3=M2E+Qo;@HK`urGNK%I@^a$DhJnREo+Sj;5Zj?=NwCm(%O
zrqkIxLOsMSC5Kh|`UCd~Un>@gDwng+(eKkJ7F(6#Qrp^RmKNuRf}1frHqvWYIwi$6
zbHtWRvX)DWi2*(UxzCJG@cr7G!>BUh3r|I70?#nNN-?d<P?2;d7Ym|!_K(GsBX$Dt
zOWK{s%#1WWI^^GdbyleG=m=(MJ`qtC;Lj6A+40etp@(DlJ|c@TfH~UdqA?ZH$Wh>{
z_NKO_0){nBd1(1@m{ablko8{!YfEu+Cgoq;o0^4^e|Ix8-ta`NFx7=;mRfBikd2$|
zp<91FG0O&DPsIFE&Sm4H_kPYfuYL$#iX<iOht;qw5ivD_YE?3NiGNP&KZ^AA>{*9-
zJ}dcNHMiI-`nhii+~RMf(~L=`Ec2MQzg!~PET!AUVD-7ystwvzf29j@<Aa57b7`Jp
zYi#4DLzhDwHIH?R8SX9v5|F-RqJ?H;>|s5FIy;7=MIYk>G@@|3MJC4B^2a~@*wk8x
z#}HyY!z_X;{l!6lfdb~?>t%qrt;D7w;UYu#X77I#3pSFoFq<9A(^&=R31d077{}UP
zPzD5lF}Jh2>M257H57@FaNy(mY7;e=dXh<+<y2ZylBdp?+AU-~dsMP+G2sgV*zSSH
zRRY$;e2uD>7aax955&DnNywxS9uG<<L$g#$&peBoXH{7wol7So6;VEyk1lU5I9D-4
z)hfA#Zhd=8Ao^x?alQ<)5swCaRSEnAKMP7^h98V(TMKH|HA#WG$0a@lVYsqtxeQK(
z45JlfuWM|KE}FV3bq-3NNz8m}*7>>I-unE-fi~)@pAUky#tY%f%YAU4fmMPJ&;+s2
znlpkrOgZx|Iz9IKI%=hvu<l7$wum5hSQD<yB+vypngZ=Sge%|c_0kzlT{&IrDu?VE
zEpHWY2g6u2W?=JfeosRv5YyA~NYpEIWMpJ?WW*UKG(NV!b8>!kx!PaxR?C;_1=^RS
zC;CmfS*lc|ji)CaYRqZT$?4G8n5)z4XRi<>j(2EZ$EqGT<`?SuVy#%o#*+ojQ&9{S
z9b`cVt2@E%#iQT<?!PeVU!PpuUELk+I_d5n@2TEhhw1tCx4-^_zZd`X0Do-H0PX9u
zr>}qb_Sg9|hr{ai@##08f9vgR|4iA?@4o-d&Gi$-j55m2dL1>&*riR|bTC+1b4Foo
z;z$^H^)m^(1gxy+Lv*#cI6);mF?AV2j!%#Gj*izY)r>cA3d)-2S-)G_9+mR&KTtWg
z2K}AQg|$J~Ya1DChdFg?;}Es=OzYzD?d|39@is!K+@D1s#@G5_aT8nqAXsqr9RM4p
z<wavvrPpn2Zx57fcO0Bg4xhh#!M=5kinG0;*hf2dUcPB*-hKa%|HZ%f_;3H#Mati@
z)ANmC?)yJGLf_lv)y3Uoa0y{VEkajcefinh;im4$i;E++TQsb#tu30K>1%5%Ap8eO
z@Z}!snib^cN{@cU>(%L^H*h&A!(Bw?sMi}-f&!15gLPbcxW%u({G6(`GFZF0y*)oa
z+ub$Gc}h05UIx3^1<%Qb@aICGi6eJ%es*<xi<xR!29m_MF6HMsX+XlCKib`<l!1|2
zK^D_dOVV!BK^vY6tg()#%7|;iv3ocTn2C$%-^YjG9-E11Of5(v9Cm1)8Xbc#U}7(W
z9o2J|q`{AMH7K83f(VO+z&uwC*=-;q08e`-kcU{eE~u5A7tD;av_A-V+6*P(SreCA
z5}KC#frBuMzBg_$MzVY=M}e4ixeiTRfac=~?Sv&a(;kC=5%|K+(dpRTnL(HTpD*6Q
ze)Peo^fZr-Lkw(|z~W1!qY-l&lthpa$ORgmVZ+YEv!u+L`OJFJDcc_g@>+=je8fIf
z(WLz*nT~s^Vp(Z+n$-uSbbE$WHF59W)cyN}9WlCk7QhO1A%dYrkYOZ?P6o}D#+621
zqOjQ(M@S^t%uHylTy~D8p!(4MG!FQgHp}6o1{_OI@#sTq(|}{D6I@3jT&JX7I+~ps
zGmVtgIhnX-)db9xQc1%M>5P2~*P@w?88I<efg?(c{pq;$MX(!9NBvl7eE{i7x0Mz4
z>!m@rZVT>tT<^Q57aUh~KT(bPwmWIdP!mpEYb4#-Jy^nGu0Rum1q)dLH;YueSvGhR
zmuEwnW&&R#Jgw$1Po|5{CZ~tf(<8*LrDh`+39G97@Vq7C(;A3IGvV3T<OnrP5Z0pe
z^zg`j%1|o)Fg2__a}2&C#a}lujMoaSW(t9rh)qle;O1aB6h9OYC@|G8<7JiejZ~<S
z3fmGc%oTAnI`v$qn)7ae`Ad9^_4<5On6VHaH>Prtg#&3wkQ1CX8&JZa*!a5wU>ccA
z*S7C}c6?*LzrE1&Znm`iY<^xEkp%G4p)s|OX|R#e(OO0oQO*dx&uPF4FdrQ2B$2T_
z9zS`C@zN^glzgR(UcQh8Zdql60xtB?Y$mQ~wYbtQt@Rs=U8cDhj!L&t59(eKyQ+1O
zaFUnB`sL{vPPMh;e525*DElsM4_fC4I`ce?WmieG86N(f!Q$D$F7H7y9&I&6a+Wh{
zs){)VgH{VnIKjqVES8L7xlGD8l|=nbWnHbk6d1moo)n787v?M(>$OHRSUwxQv_s&1
zCA>%rju#1slel?U2r(YTb`H(Xn7%&#`9~weLldJsVAFd}oYeQdgYCh(>5K4AdaZb(
zibSxW-VstyjwUe+;bJDAWH&uOzJC4U^ZkvZ?bW@Vl?}$<#Rkf6R&hWw6zSIVp7ROl
z>_`9^ULK$R`rF^Wefj?G^6u{9c5idr4k0*~Zf_lJZ`#8A*lx`~J>DO~Gw}Aaw?F*y
zmz<f0TRWGB+T_3f_RH_i4^-=%fA{sbw~wAKE^P=k<A^(vxo+`Ctt>zhv^DhLdTkh7
z)*vlWC6>G0`E5PgYpaL5ItKT*w{h(^u<Z8^4oppSdQ*UZF|z&Hzx#JS3eQWTS{byg
z;@WCA(2l_Hx1Cz&?qKTowyV`ryIptb+X`O5rhxtdj>GN-V8y9^ZTJRkoOxYF-QeZD
zKF`g*I+%A>?X>4EF3&!D{p!V=x9`6E!T|W_>V%<7-q6=WfButy^RNH>&;Nr90dT$2
z$rUTeon7FGrKQf53&HW;=Wky=Q+WB}(dS>i{N|e%M?1?{i^{$w2#&=ax3*=yH#P>Q
zM2$)e87C(P9P&1!PUs3L^)8vvtUIg@u`xV5zFFHnf>Z$iX*s%f3~Z;TXTSW_ceu9i
z-hZJnV0ExrDV42l8S3a5D|n|CstUhb&BL<`5NIDsc;Q(M5V#gex`v?xEdPSS$FyZ!
zyTKK2ddamNG7Apu?G@gbTw0t!N|KIbkI6#sFisjNWb&54!RBseil?PfF0=SzkHc7O
z4Ho$FF^+nzCMt!FgQfoBQWw-S+Y>^|Mp0b-5hB;d>SCjuV`33mVCB++J@#-YIvY~@
zMy5-ILLB%G{vGW$nRoyp&*o+HF!>dK>%wEZEhG}z7yyMwQD{}mo7O6vgpHb;wqrSG
zGNsOnCs5Da-)AT5Kn>GQ=rg{Gz?21+aAi6k;ZBTAPv>H>so{r`k0vGP)Y-8iQ^bem
zW7s!<DrSjkjg@9TnVo5s@&UYkVxkm{@{=o@CQ^-j@-eGhc=%IDsDPXhnem4eFbB;n
z;Th>jo@A<m!Hkck*RZpSs8Tj*^vYl#arP}OdTrC1VN5?xDaG-H#044JZ&0Cfu=e0x
zKnKE-#V9dNsBi|>KCo1!Q&SHgL?<U%*MhAU;D-HIKDFAc2ohS-QC+yC)OG{rTBlmM
z`pl*#gj+MrhlF5ep<e7%OMB}B_ApMWrMf<&0O(qPOO4L->t(f-3pM4CLJ;V<G6-sV
z#tmIOR6++fhPnfRF;#Mw<1^*>bR!p)yYyR8L86EUdQlatJZi7X0A}=>RxIV)Fc8|e
zMkXg#=evS6TnDl-<M%$MD=xMw`UR$khp0@MV6=;hQF!L#q_boKPM-yi<2*e(X2~d!
zh^vAGyIjvNmXk|7QJpzUy}i}0=aW2DVmU(`Eo7lHY-#!W)NM25(;=lh)n7Fdk!n1G
zhaU))InNlsTqH9kIFR05T0Gep*k&?)Axj8Lid0Anl;e{F6l1?Cz!b#-1Z&V-kc>DE
zHCuD{A3QuhJTL;id;g9}z;BUAg5S5GW2;%;8f@SO2b2`Yl2if)Z+Eo|8@s`cz-=Ld
zU8~7MFL&AKvh7Bz-<q?*H>zm{(R;p(#$}u<3MA$&=QdzT=SsmUv)$8^>lN?Z=X~c%
zQm&L5b9EPlZo8?)!$}tE$4u8Vt1T=#$;Lw15u<Ta4YHRf*2!fW+#c{a4DZLOKp+Qg
z<zzru%_IzEF-`X+V`Y|Ub87U#1A|y-W^!V5Xl!_RZ0NzyKl&M<pEJkq#_rMX!M>uS
z)j_@BwVY~}xecqJ6OL@@7?6yDp;?lbrL$MPPkw&-=*_FIS%?od54M-rvG}`QAm}LJ
zh{iOSm$VYGG^SkAC%n11`^UfkZ(v7EUnmnUrbjz_`x{%=r>Fk?x4-`VkKtbY(_{Rx
zJp=DvzWV+5-?=`>1*>}e;`LWv0v}Ki=fD2uyNmPd)wQj3I>p%|<Otc<ZwGkKTD3M<
zTYvui8LQF3{?WobG>wZ>j|Q~4x-3C>bab-5wjm-YuY>Wmz-e768Nl$bY#wLAu~v7<
zT-Jc2>B5@_yEa5tE{T4x&YaIzAJhgh&?7J~)$gutY%Cq0An0!bJV2E`esp%Yzb&#C
zKwK4bZ;;^d;qfTet@79;6kB`e+oyL}5@#nzI)0e*In*G+91#D_zy4Q$^VgX98B)&S
z(caQ>-^NsBx1Pq!^J7}sF~{5S-tFDx`_EsV92<w4Tia{oxa&up2!aSyseQQD{e#`x
z$2YrsTl>VU!P42$)`<hNGQ^!7*@S^jL%#`?<_qs_ZXA23?RBfk<%NcHz}4xY)cEyP
z062T~`pwBH$&gfcYXf<CcDApGd@gsozrikN%X#<w#m(cVFo_85nDEVNm15tiI5ig*
zTBNL)!>kF)U5|T2d7QFHz-^-!D1>m<#>x`2E*6F(u^U-GC?au#tpYeKwS(uMbcB0P
zs<JB8t>`}DL(FnMf(cDE@9y@&@?yZ~UYTzkZY|sG2C+v4pzHGefdaGCYYVZ@j1R|W
zrf{JwZWQ+n-TS$B<G)YJt%s>PNM9u|aMXo<jS1brqXjSI8gB0D)+^EocA9+4Y)jMQ
zs1%%CVWCIbM?M)2@R9uIXal@(8L>GQBZ5^N`GFebNUw#^8Vk+7n&CW;hsG5~n`HRO
zL%zeZyU^rtkq<n}@ugSATNqgan!cP!G;;6}bierMr$0}JCSwyrR&{Q{rnp=z6doT&
zr>|$y!Lyd7KE;-TXHfF7)&YA(^aB5$n)D7bw`zb2tTo(U**FU_^#&M0ec_Uub)zDU
zi08niufeboP$04&%B<4_D>Ic~0&WIqrsi%tI1*Vi$5>v(4U0nr%pltb8#E3yQ-_QI
z>a1=@uyiulz@C|8XQx@t14~I(HvK3Q0k9Ne)Rer~tezhXHq<{WSkzHI%acZU)aRI3
zo|_9Sa8ZRyQ(BXJliWP1sRxDVM6-}GG7&$~IdTGk(V$;jfU#l|Dh;X*z_2<x6s0JJ
zrwz<9ylaEiW9_ZGJ0NeyNC>#uv9Zaa;XtSyAEU4p6ZU<GALA%tk?{wq>0xz~hP`$!
zW`+pjhuEr_$e@v*^K-X6HSHuL4NdFTW^w_A3`~7~Dkw9maoU$88I=tctEng=>tZQW
ziO!@ZM+Gy5cndMr0J@42>wK%ZobIRPTCQIZf|%jH(_LPOOp5P%2j$=@)CD3u=SD&M
zc+nfzx@xJm)M=gVZ@qi>7UIvThi2=P!1>?>_2KncTVD~kDO>t)E70zB_E#5(jUW<R
zi|s|9D4i5(&89Pcb6rBco2t{`T(cxIQQY4Jz~97-pag3eQ%Si$nBN<$oS$5{#tIQJ
zh(a7fPdEcMD&=mw%`DL*`WFjLtzxZ~Rt+?J=!sm;IFqJm6*U+n66sXZ`zU#2@q&Aq
z4TTM0A~>O$5Jn4(nP0R}C>##Wn!d(IMzWcbZxRw20St-a!TnFBCnj{a?yT(y1EEH2
zEUp>4cmV7il?MsZ3ORbV(($B!iA^h&aPpeYB;t>6UVQfA%cGsc<IVlU_1)#R!&_A_
zHWi7N@NdGd3DS|?UqU%~adP`l|M365eg5Y8Bed1CBS-hO^`o8Lv%SNUo&Dc@_xC@x
z`|?kZ_s8%Ie0KZzpMLYhU}2!cOR3hEZ+`LByI<a%T}%G{=G$N2T-{w>UN##g7lwX6
zs6~eV3hv|Gu9oK8M~^nwx7nGNm(*OZb4}A^7`FGp>G$l<wrNFp^1;~CZwm)1ETi76
zShm4atgIDFWy~pFDKR1*Z<B$7n~eaO)md5LQ)q8*!{aZz=xpz9(!9CFR>@7<gX5!3
zg^UOo^X=O8)hVHDB?yD>oj}9vZQyP(SCG*zE)E&Aq#bV`-GHX5Tx>QQ92D5j|N8&_
zmmmM_U-#OLgFS=R_M_XYqoX5Rwu{q4D~8K!6A{St0j@0est6>(?E|iV_4MrE>|~#C
zXH6-7u0H$j$t_2mXJcz)>Fk(Ixb5ixxksbr+&I`@-P~BhFTK#vwmtyKcamLMgsomZ
zKRJ+X6no^3ySaXJetwC#ae01rh_KpeZ>%hw?r)wR?VTR)vRHwy-aUJsN+!z1a(Fg6
zF*L4$+7<z$0H$8M9N28oZ_=o^zq1zi+pJINwS_JpjlF0aj+H?-88!&bw@aj|ngY0D
zg(4z<1RaLN<sgq-Q6?#fOty4+r)f|au6}~nm)2rCYunq)%;ROV)Aou4WP^gWIasux
z0&|eE#}ZO+huy^L<Bp7@?UM`DyP&(q@*V?Xmt?E3s#vGe!cmHB!UQptY~4k@Mybu-
zZ#J8&8*(69V^cv}cRp!ygYAm&$*UHc9Dcyw=B^i+nRe7S6|l8i!*Rv%LVI%;ZWX|<
zQkX?(MK+Ig5+JXjIWaV@Fv)`iGWDfn<0DK>Mh?S(fz48nRqWx<{vtGbFEKS#PMXb<
zs6@>Gi#pUuv#;m;iOgdmZlRg3q*J|W$v9Nc1%!uOXc8orjV&JoWsO@q!j;8+iHQ*j
z0W+8;a-dPJ?>VzXDr!f$jFLf@_yCqS<FdFjAo(OgR6$Q-EQCDIh+c?Idp-k9L^Py2
zhgVARx9L$mjanb2oGV^F<$zhy(zjS(ON%3>_RHx$Dnc=bEjABVRm%I_SnD-bnxGU@
zA1Z_*=ELcsPYGH0SJ~NdJ2?H+GY{`E{3WJ_kynj;>6uy68ZeWO8vFF;iUxF!N5{ru
zV?(nKKF+|d8p&c(lcCv>`;H!gXX*I#(amjuN@zFu{i0Jdewv23$%psHKKW$)-u=03
zp8qYt4NQ#sDxOcAF{36fD<fP_W+60DP0Td2Q4BF52zY-KwZ4{zVp-dQ4_xiEH9eJM
z_N2Ha;sE*<^WbT^xw+|}Ybj&93yqaVezj5Vm$Lej;3@W(R>);$yv)>y<SBh@E}Mkn
z=d6Q=jgO7wXU0_#sgcqtAjYC+BN>V7E~E;IB}!7;C!*5rtp|<sFkcQAu%!xjXw~a0
z3j;u&jcrc*h31?m+(sBU#cmO~SYa+>Yol6oi7;R*b96dWo#@r7(}M|<hk>r;QZktD
zt$RJB!p=YE$A?$fkGFS@5d1dR{*NJH4XOF`;(V~SR;vgn&&dn5J6*#SyO$O=>T)!e
z$Yf1mdZnfic&su7SW@v|$C$yNX|sj4&1QZ{>0<#za5kiLTPvkbZNnI=*UZ$|@WXqP
z6BF@hWUf+mz<u`U^<sN@du6+vE>v^HMiDQf%mCJ()5Zxi6Nyoy$Gs#c#va~_&P-mP
z-@SVA`N{6l@z&1a`qt6r7W*jUVmX~jMq;`pb*;xSS|ibVzOb>p@y%D?y?p%Q@zrCu
zp3UVI1K7>U>E+?EfBx$0pL}0GhGFDK_ZaWauYULKuT?W|EU(|4Uw`@ftFJ%*_F!vY
z(fl`G{p$Se`uy~Q`b_`{7&VnLQoX#5J)<iHb?NHz24cbm1NWX!JD5Ed2ZQBxD$ln3
z-}V7W#Rfv($~>$L3Id>3+iSnw?JO*>c|CTTAP=lu)=mppUTX{TgGMQ<KyN%?=<(=Y
zo7)>}n`^onw{{$*j@AO7*!=zue|mGUyzuDJBlxT*Eb-Uu?gQI8`^@7b1K_qo@T==b
zoK#F)qLEIHx^=wv|DS*L$A9tf|GoKRXA`iCfZsViKD;<TyM1(NxIDdlv}?t<A;Y*M
z^dzFFZtdup^B>`L`CxZbiINgV<&sCo2iU8Q`WqXoWH-<W8w%@5Dw8Ke@bm0^7tG&!
z_VWBBuyd_*pc%@xc<c`jc3sSEF;9a+@7)(KUf$k5l8W5l+BordTT-C||9Jk~=bx88
zc>d~jr%ND#_zD(Kj;!@UUP{mn&XejQTo9Bixe@E@nKO6wcy24XS~+{Lv)P$zF!}7Q
zNno)l&B!@f_^N=MS2V{5p39nf3aKdb-e7sHuGB`gXF+vfULXsfR<~m=h3U<$om*&D
zn4gyyY>MeC4O=x|i1ix8tp*b&8K-|&c3lj!T$C#(g+-<&!xQExdAP}##a}AMH}%0O
z6hidk)5hRxFenF2B~cYfmKyq+gMu5IDVwImG~|S-fILOQlBon(sG=P~9Kf(=W8v|K
zF6>Kf+^LlR;-U|RC3jV8DYA)qQpZYw>Wa7t1s*W`_L7y_lqw%1sW}8b!bFss)v^7_
z#Qncb&uD@U#3e%o8U`|?Ny+v~>QJ7M2<AI+*KT6$C*y=8Dab`JMxDi}xV0UIhMP5;
zw{Ze`LOie<580Q|a}txI5DkHI-k;-o6w?$rvq!)#D5OI}pPJT)Jj66(B&595Bz=Yo
zrvu1z6dS(Zf(}c|<wc?U?U#iG>>r!O0v*ibU7FKGP$<S{i;)R@RMXUQyRI>ZvrAqQ
zIu$wATL5d##CgBKA}DN{cOdsGiI6U&Aa|LGE;ZB-#c<Mckw|=k^($jR$xVkQk(nV3
z62WFzt#H81sM&Ck@w8iH{i1t=-BGbQf-E<2ZqZTH5NLW*Kx6P8fADE^VuIZc3C&7Z
zV&dVwpW}zH@hiOUlrn?4N;?xPhQ_QN`%;#`xf5f(e7Z@2Pvz$d70f8*1&ACU%83%j
z8)P%Z2UggIYPPpZOk-n;qSY(LJGq!_WAHmrNOQ$!!+M}*n9zt_YJo6aJxpzzMd~G_
zYEo-bxcb3yu8*?cY<QI}X|FE$L5Jk3Ra*Fs{!pu(m%Z)Os!k}#_JT-ghr9szJ7y}S
zjJ9S5@}Q((sk_vz?`^IUyD9~To2;Dj*7};b4#pSZ8Xv4#XLT(1+l{T&1&A1ZX(v1D
zX0~i>8c~p2Y`(X!Jim;7$0Px<b9QkJQy3`OymR#mO{`HD-H6kGc?mkLj=~?S23PD-
zDL?1$YCQPqz(oj9oXOhuH|AQ?lhct%1hsKyY9<;6&YL26#Un8|kl~?EM;_c8AALCV
z@PQ9;CfM2BJK8zjb+BIDZWQ!9mc<@*Y8%5!scb47wFVDQaD0V=NF&?9_=v;hm+yXg
zVGXjru1{gU*|jq98vH<5O%>9-ozYw@EybLRCAL=9zk2tjeEZ|;$LEJ9kb{7$e8`ta
z$Er?#_|<QJbT{Uo9`KLg8Nm4Z{rA7uYwWQ0{OZx0XK#M@>wi2uxO{T`{LA;>Ji2~*
zadv}#Kn3CW?sR$>q6_ozmcRuai@@W<<E5n)2e*|)t#Jj|tnCdWgH-gAbtK+9&7Agy
z-_A;0tCjh<f<eXB?)bFb>%!G6_vdIq3lxb~g)x6=v1tNXUQuyKnC~3yty9|8HdcWo
zG$dX@Cto4q>+<f(X|mr}Dy64SpI=;@A0F;Mx<23D#4-he=skOS$Hy)NaB+Dpz=-m&
zwY6^KsOFujr~lob{F}e|%RjfhGFn(KGRZ4uBz6(Ow)c1TPfiw=7Kl!yFhFUe(AoLL
z{=qTGKVSUC+1Zo3$2T{RSa2oKA6;GEJ-RwOKZJ6%RMm>)Osr7STxZcK3~o(n>iRIM
z9r`?`H64+6SYT%cNxRttH37|9oi@lFhFoFr@f@zNu0xwz#a`cB?(Xl1H0<o{+CjK{
zR|{Fb3oZ-$$GYS|F6{`uwz|wjGFS|9VL+_wiyhlLtwN5p`T(t*7Gx7TT6&v~#I(wV
zu8X0Ia!yLUQ{zpZ;veHBTk4Anbkv?mL)3D>@;L`*Y!LfH0mejVJRMc~Gi$kIrVR}E
zJX8qbQdNm)HqH~p&^|>;^N8G1Cx?cpUOXNdDXQri6Qi)6ogkWepK6pAVw??4j<hQI
z53PbR)6rb9V0tvh;G>ol++<_1i3gnCu<+bC<~q^HAhi{me)#i`+Lc1r@tf2mGgv|@
zNb4o!gTeuzkL6-kcoBOPIvX3g#UgJxPMT6k&2;6ID(ji0c0FY=mm&3xsNwbw%5*Xz
zc=lQDFYn+c%iNxr73LbF8m%~nSTFh$6BL(JWHvSi8Iht*(PYx$S-VJ+*g`GO5XR7j
z2G3)UnkA(W6lC)_q3(yY-spf%2B|aySSo20Q8>tq^npY%Jv00%gBdv}Ju^!7u|$J*
z5B_ERVRB-aHQnx#@(B}RM+xQ8Dwlj+8X!~xlewKEgvCm;xV@+~z#pcxM3ExB#m2`)
zHM?}Ma?WEE2O!Z{w54W71U&sH!F3V0@J@rRYa&_7WYl7Q*m8~s!G!3n@6d1?o%Ej}
z;8}wx3>xc~t>RoZTa0;PlT^Fu2cKj^{9xnb_wSE>@-aIZGh130c@BKy!O*?G^*N2Z
z!M<4BvemE{gO`^?;P?{4?B-$%g@jrn&mkdhkqJK$;gDZw)HfG<T#N>I5!XT@Wa!aW
zNo;In3lI$h2#%sHWX?)&S8aE*f-G+o)a5Nwl8H_kl5LZb+&XzNhq2W3P;Pdl6rQM3
zAk${cu{HpLKz+Y|piIcUPg;QzTe9xtEL4Vmur<(yhO8#RvFfFgNiFvm`t9z{=GO9j
zdx`DRir+xh3!Gi(&r6+#(+&e?zfoF(kf@=FL|jN+54jiA1|4p#Dy|O7C2|>*7!HDF
zIk&yM2v5TbGG~!mFoTDPX6uW60(CMPI^5n_oL@P+yxG`XpYJJLEYX%-Ye8Q^p%5p&
zDGuA2#`WPTi4&x~j->%=70iqn`aQ@8Wo&8^K;@I1EM&i*PG_d4CTsyY2d2iyiCsev
zKK=NkpUuhuKe#tNG3JD|tIlKhWNUHL`avd?z-!-Xjw&Xt_%j7P+hbFSX_*usG=_CA
zcXM)h_N!m~`fPW9f8eszIzK#JYWFe`_RFj#e>Pc+OomfouDnn=o!(yC_~n<scy@F9
z;`WKQy9+hH+uLXRM<=_7_7K1RY5MvRj3Ph6he+oA{SW`BQER2!y*)X7_2jdE_}zcI
zK7%T}{QAppZ?0_Z?hI0M4dRLgRI^%UkFH7@HX6;PWu#N?a_2L<xD7J6!Hm0!_k3f0
zoyUoVUeIr_>O#@Zv0E(nR|gAKO~JkP!O0QtQ8AZTXoJ$kF`x`=YikQTyG&e5%=z<+
zL@*F7b5L(-nIV7W;%x8Yd}sfFGk;laq8>CJcZ$=g_1%%!-`4To=HfyJhs$x#_08aP
zdVaCFy?J(isv*g{$q)rDq-gBV|LjkH_Lu*$T+F|D`}Esieg63u?=G&cz2cvK5YYCI
z_6HbZo11cyXsDtA8|<cmlYX1z6@(Mdc(qR1w6?c{;3J#;ix-b!yF?;sZvOTL?c$W?
zv<7mqy1IULdcuunL;CdD6BsdI{F{qozBb?Y?v9e~HA_sER;1P~)G++{T77qOQv?zP
zwr@`AcLDT?US=FuQK;=QS8XVSomI%?815tqf+2RkX1kkB$E^yN=UcF--9}YG02X&K
z9p7ANOP{gcD;+{+V;LbLk&;RX*g;*j=_M7K94(80q3HX($rz;MT;41Px1S7;J}9Tc
zs15;AJCj=M_puy>Mcq;h$#hHINnl0JP7mMblF}%b&tyg(d^-HeC*+7^DCk&}G1SRu
z9I9o~T6JIz6dgjzP2r+vB89jXp`z+HNC6i2iVC?xR(_us$n+KT9s>L4v%;P^kcV_)
z{J}k?OK$p>P%?V)Dfj~Bd~~U4{_~!>G@q|zf^Z^({ah}Kiw-DicLpc!md5A{(`{);
zITT?-8Kb%cWU8rAG8gqMFc)d+$-^%cj07Y&_IN_pQmsTgGQF71GE^+Ps?d~;B%x!z
zUNumO+KE>7$`}Yy^@0#mvULWwKuKdp3QgM5ro)rAhn0BJd}4-~9C|=NQ_hIsVP>T%
zX}W1-P(Wu1I7u9^&{#DQA--X-YX~YN!sIndQBLYG1XiY5yR2MWvd_R-&nDK9ffu?f
z&9ctKTsRDIX>Rlo7|hVRl2eoVk9;=MBf5nREKw^R8Mi?eVK6VT#OHASr^f9(D|wAb
zf{-Kl8-y$+L2Po>RMHL+j{<Z8%gg(_tI9Iu!!x<iY<yxgJw2|&+MCZdJ@jDu;XMYt
z@Wdz}XF$ib-$d^fi16c3gD@7<Um6AT;Yov^vTU$ZIw2xQ`9t|5SQ%jcTB|&l3Bb95
zX2?!Y4+LH-WZO1(OT8s{-W=Fk(f)V2mN#i__8U8kExCiuUK^#&)>WDNT7PZ{PEH@C
zCW49|u3xaJT6{V+_8>DcoShnl#i$8*PLCxg$JGm%o!AHs)eLg$%k$44--?#_&7=UU
zW8jx>&2_jtm%5F1DY4KfY_BbXC+oxzJ?OFlkokjVt~efrwl9rr4l?yxMI^bVs<oJw
z)fIEuSP>nTpoz9hnWr}wDk_#1SRfsMoHuf!<ql#Fj(R%ORoq-Yy1u^MKiIFBvlRS<
zBA65N3%xx3Gal4CiW)PBCgl$D1vvav(yWs~<WI&ze!MX`$Y^wWim~gyqpQ?XK40L{
zPo<)iuF;_(1Y=9bk)em9n!*&sXW0WsHdY2VCs*5Cz3qPMLs&*#qdK90wwey~tJowc
zpYGH#`u60=2+QR4+12N--(Mb`?yn=rHg{IndbN5Xo~-AJ9AY?mr8IFbCIqeW724~E
zZ+>a?x;nXd_u~DV=Wlj5w@(fZpIqHiz<%`;@9Rf6n*0bJvJK-8-+T|NVlc5`XL|hI
z_x~t(vbnNh+y3Ioi__y1XU9f+QL`VDytQMu-Le(ybPPz$pabbX(Ze=jxwEjvoOQTQ
z7zqf?{Pu8^t@g&|0X~@6q^Y5UHVOGutJJKqSiOr$%PTDzwv}iP>zjikrP14Kc9EM~
zE1O#bi1x+B9>V;Vsz;9c^L-6q>+1_UTO#cnHjleoi~D<<H;-=F*LSxDh!f^9hNKIQ
z)eFPdi2>*G>P&Uf>FJ@rYTCwS5`Xz0{`5co`+sZy`Mcl$_VwFmxPZ@Jy?OKQ-Swjj
z7Oy=!!K<_Fy?vN6|Kk~>K3!g&UR-m<U%!3#+3UA2&lHe9etLLtq-4h$@#N^>PH*GQ
z`RU=-<>?X9?324ks)+c(OseY|$~Vy_GzX@k!_E))@6hv=Ffp{Puj{KkR8PJeWGd}9
zPmWL36`dUJKBAGG*mdk29qmC-FvhXc)~oe?tDO!-9XU6bmiXo7``wMTMNVB!zBUc#
zM@J6e2RlJS0d^3P3k3=yw31H)aB;0zG(r-sc59&8LB$>rM3FNesxbo&wBYADHwUng
z3Y=hdU;!{6->3wfxy9_K++0FDGC3KZob1V4H7d%rQ&EPlB>Ok8Dvp-4BLr&-J!tsh
z@JD|W8XFFhXQQJi{WD{5RjK)!3ZA5On?Y!Pu4>hloEiPVPsqUI*Gnbv-uSExI}6z?
zX#CXh10S1=PFqmQ7_yVq^Ql@P%}N*=8`WM7r4C=fK%ST$n}ScDo}%%=Nd?8j!SEBT
z+X9_xa@;O5tE-XOOy01RMRfo!5WlBoah0cL5KY6V^5ukz!>AEaZ8TF*Efs>6;-#0H
zBgIg<Pzzup7Rv>;ZIc)UDUhVHY2ycnk~&3Q*t}ka@Fd}js>7VWJXdD6Pt457B({q>
zbTTHWhFoMNgGWK>;(+pbe6~V_^(fTLgg^W<R80_(xUeF~513k}4)spPJeGCitM(xS
zlExzU*M6f4TgoBkn=x@Uvq=kF^Du<_Tt-llauo|`uIYFymolvlee^ecS>dU%dfu-=
zD#dsoqn_nGGf=b|GsQ>&CFpp3XwySO1}!R9G8A>Ek4=rN;j`-#2hok#KhAoa8oFoB
zG~RrO35<xHKKR*RMMj6<%WRWFSZZSsQnQi^+PAs%BhwQSf72rma*>JUMq#~M?UmEM
zRX-7k)J`$6)-KNhYorq<E+BpA2~k9AQ%|o6jk|BqZo!cu-uFs5%~+jmtT;QlP|B(5
z?qJns`R${N)$H~{`)GX`@?aU9B^5P_oAv2zNVe2GLt0&BB#26Q+UP~43NT`G4Trk%
z2lr$04zuGRcvq*#b#<KTxpP64m9u~skhQ<z37bpdqiM=DZ*z48d01`*6HK!rxp%44
zMCy@9a>W#jkw?~fp<{ky5JaFwfL9m17*ou9?KydE(iVsR`$G+8TU(EBZ=4*rx7Kg2
z&$V)ZQnN5@VBM@Z+w$O7S2s51n#OCNHOu-HRBUI`6h-BYr84yk)~hJ?SSaMVyg2Mr
zOnr%&*_n}UuQ`vvU#n+w7!uNoS(@1Wd!G#5zc)IJHZd|bIy(ArcxGaPLF4xP5s$|H
zV2x<pELK_-$ghG+5@cU=%JD~ySHNf;eeh80gjep9o4fZfU!S;i3Q*1W*QJnp{Zb+Y
zg_jRHXFrr&_*DU@i9}$8zJB}W4g1LD-Q%n07f09oTZbY_$Gb<jXBXdo^HbB%k6;%0
z@jb-%uipRN_rE#Y+l2&BH2?b9o3G!0!~F>S`Ry;hfAQqy*~#_l>Sn1@qrG4c0zDb4
z2w@NkqBn>v<_E_6R?~j6qnZZ+!bo-?=CZQx((wTbxaN>#N+D_W`+a~KeSzSsoept5
zY2moC)?ZhrVR^P<S*Zij>agVvsDTE>RpBeP8g($zqy5#BlMPxn@;rzs%eNOcSJlSG
zmT|~6YI&(AG$i_WWxIEGeQ`;nQhv1f`0)*iPC#;TzGXZ0mw)l6fAS}Pyt%#e-~ZSD
z{O#|5_`84j&G$e2>haUZ?>>Lew#D9mesytmb16Nb1@i3d#4>bgp=&jHcA<Od^RK@C
zg?SIFmT~L&_{ci)7?*Zy{cwA*zqx#McI3H{+BrTvR0?42xS|WZ#UIjL?xAnVmCv0W
zpYCk#@P?^3vXqpUbWwhCcg15CfYMI(&n}M7&W|*6pPlmVZ#5AKYowZFwODD_qzqHb
z*1!#;WR~<Lg}K~qZrXbET}^uq?8<*_K4lU?8qI(HLYcGwPJ|~`I_9owu#&Q7YPU5H
z)pD_#o3GI=oADzdg_+9o(DA9b8x3j25_rB<4g6sJd4Hpf+Q;H<8Q2!Jq$FdtV$rb|
zyFMA2;l;8gvDKX!A2XHZ;vp^_0QO=g@7E@oh^cmTn@-J6m|+ka-OU9!%W3P&1e2As
zu<AV0oGx#EA#e=C5=&TFC3G0kaZHBMQnE_=uySoRY+!YxuqW9NF>zU+;f}$m1}Jp}
zD{<9Dfh`|wfy>C(!ruT~4NZ-v<M<Wh5mkfJ<DsDkW&@KOpa=Dg0tPPXjUSsE%D306
zDADG>%COl7@>D9`p&`x&Mb#kuMh<M!E;Vt&{5EY%SkViaiIrkgp`m-l@C+fVo(=bF
z8CE4lKlVf5=Ug}o^;&9Xypf6ELXa4^xojjm<q~@pu)H_ZS2b=d$+rub50N5+dThFu
z4C|4sB~d{qIe$ozADsW%f$nLLXC*?uTAZsd5><NqYr4Giq#+-*$Ok9|85q50HG}fE
z%LCR8X2rBbWHB~NAq2!A;xV2DoDGRNSgXk~>Yq0gEMYLF1aN%ZJ>It0V=u+6Q|(NX
znNVnE<N?i4jKa|F$($X%Z$gWVKjg-zVQOUv4L{JWsg6Bq<u}Wor;7bPfC+jAforjr
zUv8FG=1PNBb$6-1Vtbv6Z1$?)rC2AHs(QeE!|ZAbvdySLPf#JV)|s<p{J@&XcGBSm
zW!y94^W}WmG-a|%OxF|BtBvCA!4{P3Y9~+ym7X6A<~RFutHHBW^LxmaPpCwz&^}O(
zP5Eu{n*gIKlSqN;)C^Z*#ku|M4Rt~Mh0r03owj9QrI_ytleVh*u$$!ydg{tjZ)@O`
zQ)U2DvBm-?Cn1Bpy{gc%DlMXoV!p+@7XxGC^;$xUKuxu*T<FUw2sA;^eE#mu)4RLv
z?fnbF{n0UyHDIE#E!b=Zt!<k~@YNdQVX9g!?j0PK%b<WcPnfJK<)6Qw_{_m&(fFZl
z+qN%@gCCEDv<#&*WXZymC{JeLhnh?4&AtG%=?i}%9OiTM8X6uN8a7>`w#-h>Yz@F4
zu0VA6*SG4~qU=Lk^|>sD>`5+-&NnkUHZeRhJ25piGCnmlYWljpx-os7ADry1?<{xv
zE8YI?${^4AA9hBQqX{Kvr|8m!RJM?-Ks>&E_UzT&lNWcNy?knBJH(y1yLiNee{**A
z^%uYT@!gq!dc=SD&wx(t|MK_$`1I<kl+IiopS^ti^8IJ;&0trjH=n=$;?0XU*H=&1
z2AeaXDIxzBN))F`wWM&Fcuqr?(OX|z@AYtN+VkDc)%g{xxIt=bbEnhnEH5a9T!E)q
zT3Km#`_($-2GOd>p|rZ(HE7MbDO6-1bBj81g0?aQ2~gzjU`@;6ildoh)9PRu0)nyC
zWoL7(e|Rvsy*t$o3A=Tmut#cpohja85U12~P|wd2?d#E_i=(3**7!%aQkxcr#|nW2
z2B`PdV)AeP`ak^DfBJK)zIX56eD~Y$zWVm_FTQ;B#h0Id^X<2Ah)$MwcQ=Yf2CD-H
zPbMzTvAz9+lM@TXo5#<dfBDtt-qa}BFur^D`dT&P&gShkrR{ioW5c|*W#@|gzq51u
z=z3mGd}nJx<6dVDqu)OblaDShIB)G|4-OAttFO*AYb-i7^ZH|ASWmus{r0oZJ~O_V
z19uMhvTkXqP?iEvt}C|%jBb|o%e2-O+-LGy;{bvzN7q(Xx7OCBs1R8hd4no}S`~1J
zTn2ZrD=g9LP{UmO)jRr2s3KQRaQi${NC@aj>ad9X1wAw~KBS9|fF_X0__5Hd19Yo!
zYS!#G1LjC66K#|;W-SVsh4jqCI2V|Y3Qde?vhx+pK5Qf|&g3RF*7hX%e6G{c12u=F
z8lRpBz!Zi2?AYk+=tFn6G~7WX5}2F=qF9*C8)GULGiWj1a~y>r8u;F`?u@xO5ree`
zWCLYYgA7s2?b2;jyHFtDM8iD)=<94z9w5hcCNk-cX>2n~aC*yis%uv2%{#=?6=-Xt
z4-6_%u6T*Bk)d2<vXTtG5CkZdgO!~L&63OXrCq37%89z!FxqT_D)8--Q|#UT&m2+;
zPc42B&Coj=X>%GdK393TUnLr($V%bKQIUJx(T=rdE@K?x{caT{C<}{oHO?#1uy!dk
zU(3%|0t=SjoJN{UYHW7wQyB!?%wl*J+|{Gjn&<Ii8lb)shMMJ!b|>FtuZCZdZrQbU
zs%AyG0~AwcCjwwDBtICmOJhE$7Lr-uy|-8Gh;0N3P{^-Y-O93}5N8Z{z#Y+vVH1?e
zhe+k=ij0j-Jh(5L8B_}?shpXzp0jv@qNQ=gCX8nz^r-0gLz8WI>;ZOsEfZEqG(}YT
z_-C_2KetWB!ktB*h-)91$Vatm=9kszVBFzRg^jgwv!d_T4;ZW?H7$%FE{eb(@>hf@
z&6~a-EH6b%J?NN9Y0+L!(jgaZXTy5Q5lPIGgGO<&nCN8#flJELtjJft(^nQ*Y31Yn
zO8$InK;blw*3+{Kf~?a+wbU$Fgh|hnV{|7^af>D*Q<+SZFizbvNAYoS1T1!1T@4et
z1OUtW($ezcau8d-I6gVphEG{t0%$-VTv+ZisrJ<8)Jhf178Mxs(GCuDutt?HOZ%<9
z?Yz9Kv#M8z0+GAhYweA5_2$m@-p$RE{oTW@!5YmApl+^Sk|iB%?#(a3jQQ6-*qF1K
zS1Mn9DPJ@OwmWU96ju5~B2}-N^a8fm^vqZ~5oMuI#=_B97!I1LOyB+edk@AZLRq`$
zl$yulj7qD?nFpVK`ryGs%GSi#L^K>VeVy$eFZWjl3+tUS*lwv))-rFYnroGc%0opR
zCq~9*#&wDfp^I>y9qk{!e)i(=<)e+I^(7@K&Gz2v8r~gLvVzwnB;eGP8D3t}am|J3
zt5>g8-F^1-&12Wti_>eC;_W@y$+Lr#ufP0B`})HlMSg^j@XgaVzyIOyA74ExW^xw?
z$Iq_szIp$P$2ZT<4zJ$6eDmhTXZC3v2<c2>j{Jm|S^(+{`T@B_9kupUU*kO2_!#QA
z3VS<yI~%*3gN>y{_I&;?XU#cd6&|aOUxCJQm36<~YF4b_<Z+Y@aW^bFU(VH3Egs<B
zZ0=C9^we4}Zf~!wuP<(I1*~MFkO<}Kz|FY|ue!Z8I6vK|hMk_App<qxE!Ak+tF1&q
zz#8@9_4TQ@i}Pb*_Vdr4Uh=M66P_Na_vp5(AN}kv{_Icxt##?U_pjf6_3qj0mv3G_
z{ml>Ge)H|GIM@U;j}E;%Uc|otV(7Yk^7Q!Z^7ip#{EE-N{QT{^S1&(%g3gM$`dAs|
zi)U|MKfh#gI6G7*snpvaf|VV?LmwU-9-hn#H3S>T&blXM1sko08NI)?t}D~!TJ_Jy
z%E}sM{+2kxu394C4hW#D%d3}o7dO{pnH7uS2IokUrsUc+HGE$lifX}Q&&kI0Mc3L{
zUv&T$)LP~?DQ9*E%g4J^tAQ~XkQGbHSL#%Sz060$wPMLP(gSPHWEjA-_JSI%FRd-K
zTJ36{sKsUG0?tClmajPoQgzVRn%7v8Q?<)TM3!2xV}fnY{*7L}29+P5o#x(0H=P;1
ze{y{A?8UQ@;fJvh+WBlg9+@6}Ky=C{6Vyz-BmflP74eyg5IYb+P{0>8negN%S{1;j
zpo%v-J|xSx)D{^~P#43PLZc%7@Ji_(q9Dm~5)G^@Tb_luwBwk$3&|=qGc!9poSa7B
z4BB}(eH!ZB>siBzC7sV)Oee``;j!RpoOpO|;^BSf9LqH`A;};*F+Oqs<Ee+Apgl0g
zf3OUt&3<fPAWBB2I^iWqJMz^_3Ycx8^f5qK%fUILnrSM5Aj*YKzshOG0bRGaBtXfC
znlub@xtKj2%v7`-qj%AEyjuiX!A(C1OZrhqCMjkM0)3?<f`s}=p0U}nhlSWoEzJYQ
ztQC%o4Kr5R^a*%kr3!wkzyu0w<?Y>y0X;q!J6WIS1k+E=nKqZrRFmmON**v2KyF#`
zW~OL{W?D;YKxF&Aa!ljo5Qc-{%3c_^WNPTXr-Jln<;pr`dW=nsQO0y<8$_|uv@nl7
zcwqe`86l#Wot>Gu_YtF@_8(wea#<!a4VXp(#rGKb`Cms=J*Gp}-y*cuj+4Wm&Wt=n
zgs@^(LB1y85uL2WXYG6~7O9$xV!n|H)Q@&iJyU>JU2Qj5=CUeE{h}skmKyn$MtNBe
zsmP=@!G!Ab8SzqW5W#{nIa8P!;v8!*nO6#m9qWmy^>(R+BAX1cnGISciPU0rqLmA0
zXNM!BA9o9Jx|yvye)6N68-eJ}&4I(!_4TFk2@%Eq(W<arE$9haXjhI8_i5%&pTE2~
zzW{hyU+f7&t|8{tORLNQ<#IV+a5Z!VW!rEz)Ni}JPPbolKJsGs+uczV=H=F(w;r(6
zJJyG>E>k=wK6!C|xw5>vxwgt@z~Sj~yQ)^inRkAPs2-4BmliD;v;0@t^oMJ74g95M
zy;;oj;iJmP5MX;TgT)m$#Nbe4<uW9g0@*@HQ~jhjwcE2O^-6>caU(-R<Kv?|Vwr4a
zVq$7$Caj%9@6Vbdwbi|9w$v=udh96lvLd0i;EaQH&+aubG!z&NMn=Mu6Nfu{?_PZN
z>hbe!wh@>9#@yz@Vz1HE$L+w9iALiy3RvTj$(ejIySK6V<*UzLn7$srQZ{re>veW|
zb#i{Nb#T0M@YVaTe}uQ@pC0lb{4?<Ri`Rem-R}_Z-AMP=)<3&_^3D6NuFq}`cMgpa
z@87(=y10>Y)B@&+6I5kzeb1S{>di)DWyx!Qg-ZwD#(8~r2Wg?V1nS=JZ?11{1Q_^T
z3<@=`Fb->hL4SR&QG)4Iwc2d5ma~6ViD<pvoc1CAx4F5E)40pGzqQfsG^{km7|)LN
zE_QVZL0Sk?aviCIM4~u4*bt04K2VGpEY{|GO?$@U<Nd9zL8Y8ym%6z*KR-WGToFLJ
ztO$9ijt&f0zV!W1Kl-yj{S(E)pS^kU`u&?zJ&WuVyBm+6J~=%*wrAV5Mm$guyDxEh
zc5(Xl{o6Aa!RyP<UcY(u`rUv2umAP?Uw^NV=<50kSL5>L=FOXzSC@xpXM3N0_8bHZ
z?EmGf7v!?L+uP?)pO^_3ZD%nWe6Ri1>Cw*SVA(=pYjcaQ>s0hn7tykHDw9O89rdgR
z9FOG{elThs^-u1gHxKzxW_&U{L?*{A3Jp(rs~M(>R!I*FlGQ*UN`Ie;O13MPS?%=>
zHg{NZ34Z1irN0)7y!twN#MF{829QXtSnwu0#e1GkWYzJqCIPh0Rd|cyU0z=)t-+=n
zL;%NU9Lm$-qEHDfuGw@dlS~5zA>+Frl{3l7kzp>f$%j90R0?n2zN%Mwqu^3iibVOY
zb^Y)l1<jI8t&UjqLWoIW+Lkax5<8;ME|uw5Y-31_iP;(6Z$U+YP21ANW@V8<FdoK^
z5Ka`R1hNodl=@da%m7AjnRsxIUcrGMc#~$POftS<%PD1iiP&T=AI_y`Lo^veTsqZp
z$4bVNvy-L^VL<m~267&L?*Io;jK#(1EEAFHS36Z5&Au^aE&7QW3|qC4%Nug)sf7Jt
zUd&T1BlA@uh5u<(@UTBrQJ4BP_A{>jNze&-Kyal%(W>U4A$qkujOrXb1%*dlqrk)T
z7`4hAVpTeqiI*bN?Sf9j8RL`MAQBnAD-V*Pt64~}!J}T-<$ZAD$7_~QS=@+E(6{W-
zR-q>f$@NaPU(G^S)w!YKVe?fZn`KV3?u<+Zi$x)gV2rdo)=((}81gw2u>Y7CEOU-J
zb!;>JePa(fqlzS{T+)+iOnvate`1?A35Ul&Rq{7&fi)XMCSg~@BM$@~Ln9BYmcnDq
zT_MVtH(!1B;inIO_E*u-VXiZ?lQ{~cf*W6ga#2F0UN&UvXI!f1q3<&@lAckD++tPn
zcT!GPn4(v4j>s(3icS%#h>*LaVwdKMjEVEc)Yv4Wm&k)YM@Wk7Y=HB^J=5I1CT*Jv
zaq=(MQ1o;2r8Jr=RH&V@t!}rFGPx->D#ymFvGLT{y)bs!Qt$TB?dv!1&loHMY7G;@
zx%LUuk^ZI+8DagWg|oxGo9nyvb;|P^7#K?-vP;nI+N^nLt}QrRvf9t>ZSS!k>;T-)
zx0n0P>$8Kc)p;5<TYi78+9+7^hB1s;E|*#jvbKX0w#F)ZShFg%!~wS0ZJ_Z8fNvPZ
z1}pOmL^4i*%+AhEg<PCYv4CR3!mhH@yQqToDR7*c7*+o@I|~UBwkjoYXO%l9fmjo^
zkkRl=Bpmc>-~agId;dRs@4+NTdS2=Ni(P8Pr6?&jf(nu1U;wl)@4d^a%F4>}CbPWv
z)wbFjpc@{8u^P^B$l)wSi3;7gH|~GC&)0i@1%Ob;XozWacU4zqzTbJzdCuBnmy^Eq
zEtAOz^~+!~fey3TUCdU<dS^!`db!1^k%q@i9MHX5P^iYhNs&Ywr@x-JGaGP(FU!_8
z+==;c`26PX?(%LioVP3b5J*vu>_b6D><R&X@zPyRAewbFuLThL?<oAZdwF;HjFxTS
zL5GXkVlZ9|rU%p6$DYUceh&FCAK<&^&wu>x54V>$S}rr|b}x^PzkK~!v)VeG?Oh#T
zzIyih;_MO|5hy>{*m!;jTys6(&B!?$ZJbS1CY50!33!tk1Bx?vb+DgWsW709n*Zyx
z;ML<}=ep4)(l~6Z8FG_RIP;`s@G`-r=PH3ApD}|V5A0JWtNp|ME|iH*{hUb#_ZUKb
zQLUCKpKXk%ZH`d1JK_k#R7J><p^kEzc3Ybg;qJC5nM9+TPA5c<7>BN}jt&oZuddG6
zOOD1vLWxd?gFy8^{=+Xq0ng<%yozhy>wM11=?dRFxYJRW`G=jUzQ4ri(ZV1<9AP#a
zUciYsI(+r|^Sc*sfB55{*i@dLA75NwonBt?067*?J&DPSdP;uu<^IWNynAted2x2k
zrJD%}vqm<X;RL&!^l;{jkmh{OK*siVL?1xCMrN*!xL-y1>he@@z-1Sy!{lmcn61VW
zp3J5UW=ct5(qS#36^WrLV2D67Qfo45)k#lKGsG>kNM{fTqI|A~i@sQ7Bxc)KuVf3V
zSRVlxz-i8qgK-^d#61<CDLKPR5zi6bknAC$W%yin{wo%&jFMwr8D(J?m*#^$WU*FJ
z<-QY-Mo>GXa0u*YyUMN1DVm0M))kVFPD{6omo397I2H&-Js!*2BP><0_wkj1`iY04
z6qLv?R|CNe{df*LekHyIf)bsNgwPoSsA;zEY$GViAz<}_X-`QF-g2Vw5f7x$IDx(p
zg*A2y_kE@^dW8_>2%|BxaT8}DNRtkHEe1a*tx3fbiQ1_nVy8*6vcTCt;44v{1c#pn
zaIXg|kz;2K>_gmba~d{9UN;(ot%mXjZ5Emqm~@^#h*+#zn4_5VNZw)P!Z06lm>Dw|
zqLMy4b17;S+r7BQ-pI+-bR7Sf<N*|h5ErG8MtGJ2o_an-y)rWuCDcrzIHnRl8*F^O
ztf1L5T`(R<_`~hQ6`4l(TZl9?X!~q7r)Z572v(Abl;aS+WPF0W0n9%K;R=d-*xxSa
zXdOxhoQQ1v4Akr7@Rh|_KJpB>0uBQi&r~=}I5g_8q10*UsH6zNDZsrYJ?eFr(`ld<
zJa8sAD5e4P2HQhMRvxu|>ml5XsM{QJ?C|eFyUDt>MM)DrI%0{o?RC3h2Q|^WwduB4
z7_P`ZAd5xF+O4fyH#hi|F|49zGVYT52s#~%wRy6Esc<bXLn`Z_*?4V*c(6*36(ge0
zU6GT`e4$w=kS4&R)l#FysH>(#OK}D>Z?~v4GqG&QRUj)G_5oZ@M`9^|fC?vGKkZ6s
z)~Tf<ZpxBqEoVZ5E?Y^2Fy!|TabmD=y^;f}Sb(i%A>!d|5OSI!aZN@eMx35r#AnEf
z^6c~+k&5#ICFjs2(lA|<Au=f^ho^ZUJefS<U-sZ-HO{-T$zN<Xh&~t8bV130_QQ!u
zV;V^OqrK(r)tM?{ykVA@ZI+QrOn5Kp2!jq63zpK<ML|wZ=Lm1sOL{3k?qVq8O<ioa
zxcrrxSWz*a)|=5tm_uula;S_l>X6^rL-)#NR2pLwII<{1mk3h$!=z5)WMrK%ie>u4
z1FQfUntb#M5rL!=40G4!<A-Yx9~g)_x;!ifZ7znhuv@&t9DK9=>26!^4O^oMn~o%$
zRfzWqEsr+NUKT&81vj9_LZ_z*xSz{nCqDJ$;_k)myIF72spykdm&{`o--JN3g7_2h
zXO3VVyGxPe#c=%g`HL4fPtOj|PWDf5mVie***jbeCVQjl=WjmyFz?PEANBkF3_QPJ
z^Z5N2uU=7JHt+S$_m6(}<u^1+jN8NG-PM~HZ?7({>GE+o+;UtYUX39d;R~@GwS&fN
zEMBCpQLs7I(S?yxQdLUF%4P8ODB`335cd=*$v#j9{1uo{(h~dxs9%t55JuR>u`#54
zhm#unM95nB(`mDyB2vsV!}i7HDX@i7Ia?{I9Za9q+;Y*I%}D!c!ttQNA8S&t*o1t~
z_N`vsJH+^ZAj>HX^Gshr?ys(x-$tlQ^Kp;)kZM}Crw=~)XI%HupqCONf{cQg+UtzR
z{p;&9c=h|U?qb5Eqr>bXN7-rVmlvyNw^y&9-y9zRz~6iG_U#Wp{&f57+12&M`PJ3&
z`6VhCKRgb4iU3xJN2qN5!T9j-nBfk{1VX#m8&vZ3nnsW0;c~>s`3lVooo{lux7*Px
z<30{wjf-<rr{1v&-vWp$<izQ8Rw@^?YL=oUmKJn9lZ_%uswCJCCi&0`MLtM>*NSBl
zi?j>1^=hX9biB(iXgcijnI$#bEERx&k%))IM&D#Pr*eK*<Nkol!tIYuTpO#tnhyGX
zSv5HyaqcHuj>`|J1JHyQnm0EQ5_X+>BbP`99S(wfj9z%YxZ{9;0JjA|#I&>F6-`6d
zF8U!Rww8`B$YnA*O*^)&4R%$q)mfO*4HxpbG2g23#67LiMI<xeaR3d=NRr!VCR^t+
zZG;_U7~K)Kn*|n5c=#BZc#L9b(w7N8Kn6mE0bEQ<2x6)ShZ3tdW;5*E%o{BD;;2Tj
z{Ea(6z@XiSqgKd9Sz`X_gdnd9N-CO?%rME_pI|1YeKqEX_CV&5@0F$XCIrJFP*f;(
zim=n<lUYasnz&cVoN>Q{Ab`WL2J;j*dqIjKD?!8pKg-RU1SN6}F+;{MfUE2iL8prK
zUqYCa8u<(f*k&#+<|}|;<R5V#g*}855j07hVnT}t>@mMR<OT%c#s?1VK@QP?gJ2ll
zdicP&zD6H6kW~_euANP&_&B)m{}YO&%2N<!vG(B;;Lpw5G;8Z>!m;rv8xq^h`|U0K
z4I8OON}Yw;7UkIp@SHFX;SO(Aa*Z<6pOZ-y5j6ws&*xy)f_&vLY~yhA7}inh6wF&2
zpW3$8T*jR!h1zxt<XD!B<X|!TK^o!f!$Eb5)#Mr|SFZ{Gn901chLsL|64i@QoIR9y
zIpI=^d21@vh!C$Z3~z{vKp{eQJpU1%+iVB`1x1q{TwW3^)^w~Sd9}EoRTj!sQ3|4l
zMZ^T_K(0j71Ij@o01pZYlt+Z*$WpS&i#6zMs!>*!6cF%D>uQo?Ls1HZt(%p&w<7uY
zf+^aUBHnUNVUtKECL=-U^%L$!kD=uXc^M}do<j;u(X1HFxGb^)fO>}k5>c9EBf!2F
zPjC3X9E%vkcq>hMB#}FJPibevAyz-w-Nisl(+801ZliUyOSw?4noHEkJre5VXD;O<
zL=04^1umnI;~0o$&UG{#@Pk(+8C2Hv-Teb4C3kxRcAEqq$y!#+8u~HtYZ5mew;Rk}
zgef$Y!pvy3m}61lY7`g>QS{_PcjR*nI|i@U?{oA1qix8vzW&fo)1%28j*@suSS(J9
z$=0aUSBryTYuM2`V)K~FuzX|yQ^kkkv%B3E5;1u1>07t6Otcv+&5Cw)cK6xqZ<m8b
zyHfAfsU%BgC0e;DWDN#g9*$sK1QKB~lYvpI_43Kn=QmHEUfsTU`ttIG3;#Lr)w6>W
z`tQE~*N?Q-_j?TaKp)-p_4U_pKmX>lx79o>^#1kn>384!uGj3(`cv?FZ(qDUJ3fbK
zh4+$V3MxoO<;a)K<tR)`-0vTAXk8!#(Fx?FT*6_L$soMoBcdvL%;eMsHp&Fkp6~6W
z<Fq<0$gPD^f%cj*(hWLUTIu&1;|WH65L-Q+_Kn$KATaru-A9+#$CNy_+ZAl=1OwYm
zP@u59x(EB?F8M_!HVxWNt=YmcQS5fxYy&5gVInTkd3|$p0UZ%*)`AKmS{f&P%4)H-
zV*Psj=#zi^`(L_jrV&!rVnOVPI^E;doDVD>)EKP}L=q8V2Gms2m&^I^;_QfBB#qqH
z=ld6@M>p5kfKmxIKD~X4v+Ko+SI?e3A!xZvDu9Ww)#wkprzgh<dgIYVBm>$VC=lIN
z{qo{y(A6h{=I(sJN|m4{$;{P0OU~id<$1eRT}-<WCwSH{(~3hbbZeHl{7Sm;Y-K=I
zB8M1{itrRdnA^!-gC%7S1(JI0coNBnQ4~xX5Z78wpN@K%;Q@G%NN4V%qMWlfpGVtc
z2fiyyyLbQ`dZSd}03IMF->7K0WEoRB44`0$wJ}dQ7JCLWsu=kl1ME;^Y<8HVAv($s
zNZ32!V^4GXW-#Xv9%8ZVf!ug`c?x+FOAp1?E{lQPgdcc2Ctf={FJBa|btq8HWGF|5
z+JrZr#{%6Q>qyiix~hG4BlAYk?xYS9UlR%sH*^eI)DcoVO#uxzV#v8ctD#*kl@tZX
zej$}$eTIMo>>Z;!KOyEQoKeVPC@F65PEz(o{B}qeObzT$E2@k)n^6k;8Ov7u{0Lcs
z1j|S!!#9Y4EU0AAe=>BpsK^K&C%{h-6CkbN6`(SK-Xg(=gB@oV2ncF}P_D4M!$zP)
z8}2%a6OQhBM#(^x54#v>ib=u#0uaihD5t{pTpT}8A(3ok(vZH`JZegejU@9=mHF7`
zgn>_g5LPkx3~ULRqo}k7*?M0PfR^L-SdAGPk)nRLWgC|`G8#VsnFn^VJlRD5z-XXo
z(MCi@E*}Ms>LC<K5jmfaE(FPzCUIT^a>P&908W146jY=N+dU~zQexQNV5xzMWnXFE
zc*Jhe!4&Pb@qr5q;fpDbVc4?1hI>C`-x0qxr!`C<RF0!bMx6GT+eM7RwDEZ7)8F_^
z+c?vFR%3`lpZm&Aw%!bBz#sBqS0gQfn`o7=#M61hx3FX1f?ivc!{ua12bOZ5zQl(w
z`8@m;JsHsDP)&)bLBO^Mm`qK$@tskY+R>nn2u!U5?M0wevPn1<*u#o3ua*jEX(qZL
z#YPRR@DxD?+_1l@Nq;jVr30iAu$~)nP8}T{uqdRN9C+Ud?R+%mluASt7d`JJFkd<@
zR#ooec`X%d<qG~KCNbPxT&(yj1Vfq>)suY5WM<>RXRlu(XtNyT*wXI}`F{y1G#Yfs
zJiocS_~O+~lLl6n*PJpq#zH4dMA%U>?BOv3E&<kt^CLByAYr-$c4kw$CKEBVuf9JR
zO5I!f*(ic$Y}P7FWArEnLcwS>f(AyVV<a3=6#6TYE|<^g@R&?kHLVU><}qIh%Or?Y
zPteDJyk%wHGVl034ziQ{q1|kSiud&FV%Q#z+9UABs8vwznZb(b0?gNtJ7C)}ISepK
z#D{rv+qk}!jKpp(pMCl6yZzZgtJ)m3dI(>|RJNq#ptGW>A<6NskNDh*BsH}P9^*g%
z@z39X^ZlFWZ%+=+i8@{#pIsiE?2cyNfBSLz`atKC_xoX=pPzs6`tu*Y`8LPuu+cg@
zSbhEOn^70-qdgx^-{Ao}I^Wwngu;hbp(?oyS~zdLv?%(h(I=w9G=StMD>AoYYP3^@
zJl=&;vyM%*SFdUmL5?T0W{bETI#~x41FJMe!FZp|X60-y19Ke^O`(XTK?jdT4iK`|
z+4+jAOs!R0^4^<vt5t>O#|hEL4*8+1rsXl@BbULk=?|fw;*cNh?oN6=3{rZxQ%@@r
zHA5#SM`R$ebIoRxayd@~5=j1hPLWy}f&J%y^Rq<MPmlMY-J;9r^n?;!eL56-L%!NR
z{bbWVQAVz-Y)iYn8d%k;UZ*Fh+p4l;oN+Dg^9A8jx0<zjR!P$wa&<{Z_Ac;$N|XSf
zEoOu=>74}9)1C}R^YIW9JN1q<R1%FmKHBGD9%C6fyS%x)xV}7p`{vcX<*f!hpQbz(
zuE<9daApL~Yxz;H-fMw1Lhq6}3*$K_l?I7}vL3SNSlI~|B4`0AYLtszUE_kr(?#eV
zQyexnx}PZG<PW(!P{zU>l}$={(F)`)r6maDt!hD)LO?qS`jyi0N)9t{3Q3A_HJ?ck
zp@&M!s;fZ{P{7N;z$%cGVhDgIOvotNH9zYN1{3gK>_)*2-9Ej>l?V8mdn+lwID84G
zsNp7E$mrs??0BqZ^ZFV?3mZl!iz)*09tX`tA(z*-y@lC{DFv2S08g-ahyR&NQYyF=
zby?WZL7)<mH@h(v!vCK|4q{D~j)+7dss#*l7OODEX@O)~g9{oCT2rbgnR3&@2n2&I
z8(e+pSP&HmLWVtdH7;6;tXmsZ3X;IZ+Kh-@a3Qc><1ojsp76L_TN^=}nHyCUq|wHw
z#2&*`MLU2&IZMeT?kVDa)MTU8u+x--0Wc07ZZ`bn(J-020%!%78Fj0ah{yo}UsWS`
zu_Q(#CB!6<!j=yVU+gITP8L)h;uo>75PYCU$RU(5x}*`)_`4`+s9}N`E7SSHz09s<
z=mugeG%}9DuOJLV@)6~yl;nqj*bneCiIofPJqR^mwuCQ;l=7dL#Q6E?gpvXz9Vqg)
zAw1GCL`;(EP_!?`GfZeD@x%rg{Gg}u!ZU9?z#s=V3^A~tSIAxR*h$cN4UdtbaMz<i
zGJuhZ^INSxlaY7=7CX0T!@0ADGKnIJY6k{3pH^W+xh*@i0>#}Xl)6rt8#D~n5Tg_|
zMt<uyJ=&utvQU_PF8;ScrBDO?jOgQYHnYhYIo@O_8zV2^jJqu~NWl%`r_IG_PWSB%
z^fpUKm#rz9>3wXCk-1>5Qi}zMqYw*#-9SMlnmVZDKv*!&=1EN^sK0zfm+8g%*>XC=
zJw-a^;{1Z)CmHrJrc#ha+C!s8tzH?n>(pRW2_j|l4T6wGPB&7-=dBb<Gb~x8wp)!A
z;hDo#je1;oJi0!^&EL@P{Q&BG*gRScFab_G8dzh)<~sX@T2;SqUv;q>;Dks}8eSs%
z%4xrg!#0~MV)`17XV5U9D{~kQgrXF|Wm%&~qa1a^A#W5}7?DeoFnS<xh4I=4qLGM1
z(YDvi^yQ%T+~M@#?WAcN!#&fNn@-OFFLtBNY&NVvHmp4aK1S0JzaZ3g(u+;4HSUaQ
z*2XrVCP`i=s~i!MnHbWU&GCQQJZ(Eh)5aFoFHm5lx4!z~`}3o-Rz;t7di6pPi$1{@
z5P}g8p=Li#8DMI#kB)oYuRj0s+b_SpI=MNR<B21~w0|(AY-smjy8PxNZT0=0LO#?-
zcX06bn=iio@%tZWNp4kZ7YC<befG_Kgd?<jFk8I7d%n9oI=g&=5E25EhuX{*MuyK^
z!cG7t5L^TwV9#-DD>8ei`^=5P|D&yj^&l+z*<dtA{lXTCwH_x^F`p6TIOTk^&8{q;
zXL`#j15(_2VLWP8HT+Q^CYrNZZ@E7?KVPAGmCJIimWNkL4rp&VX|*(3Jv6O^6ATO&
zF-xdlvq`@P&9G4-V1waFOkbze15HRQ0_?&x)ofP|kKw2G$gi(``rCi_<u5!=OSzEl
zcU$<!=>1{5p~I1GN38z0)V&_<P6lmixA8CS?#|KWU`hi`#T!OolP@`&3^2yCTAfXX
zKqQ)V4Ne7pj>S@?-5X5iGg6#fw2|=yGYpLjZkR5(6O^@`92_DJ!oWB@IuNbI3q-T!
zsNcPNa(Z^U#~Jx#bwq-aZt+gHC$Jk0U=-8@$qW<#C5V?7Q*nBBTB6V-g9VF)8sb%1
z6b+@=uB2iy#Ed!se7!JeRc3=aWRHASC6vIzgp>qXwyel)DXCb5jbo#nX=8H{UzuW^
z2q9G1t)sTi<-I|o0S<+bl0xlDmXa4n0?bQ#o|qt&Jx(+|YS#f}0hS1QePkFdh7F@}
z3+z8ph{q3p`;UM3%U}QMpVl5c2)JyiC{T2#ZF_C~(+6I=m8I4CZ~n>n_|u(-zuo-p
zzmQTiZmi)U;TjH)0vedZU}Si+8#YjQ*l!YS6mv+#MLi;+MWT7&&7*D{L;*A(+~A^S
z8bUrT$r%|Xjr(;);r2i_z#*%iP{f*5qtK;TG6K&B8OlzLd5;|>q*FX&J{Sm2o7Vya
z!-S>>_l#$iCMNW;7;TS0-Q5n9A{<k3AA*mt8M8Y}M#DaEXJJ3o3y;~1&56w#cNV@c
zSWZ2cLNufBIxC8VJap)!Nbq^>C16QRi4jkX$yG45n3RAtxddPh@Euv;tXfV;DW9vH
zpz$z-V;nbE0bwmAp}#RAvhwH2q4@<&1m^RAW!rBupy#k9BtO_Hq}%XarI3&cUDg&w
z2vUTsLEO(y&|M_}6JjJI#lcN5gbG1t6aCQuUGV^6nL{ZeK^gY20QC_bjJm8Sis*_3
z3JWQ0cH7J8BrV}YN}-TZ)os~$g!?OC-JuH!p%R*In*JuI4Ux*Zv&qlNtOXFvy7f5V
zG~A=W;Ef~-xgy&x>*gac{-kIbm}y$aYR>*tqvpzEg;HBpB|WR61y8%3li9e-s~l-D
z5hb|^u9h)XPg5#XZe)Ss2S-r6n3<Dd$Os6A-D<whNyC4ST#Ndl#zQT`?00c;L@8=M
z;wdqtMf{TM|L=c9s}xJ*IL@m$g{;S`)pEYz5JQyu_;^Jenw39e8t)YV^|cambCQyZ
zai@h=oKsZ1?*%mpPNI_M7ZvZ3$8I*5yl6VZ+d0IX3J*d__Howgg^(M0Fx0Jqt-!|~
zVPVY|S2^6q3Bn}#G~8fXC5M@Tt8PVjCX%!rA&X7sd%eL}tLhAaE~h1}rkQO+!4UW_
z;P}{RaeSdevjSikBMTWo0t=8+K?aM{tnKsC=;$C8Y;(A%dJN+Jayv!8qr)EZdmlf1
zWY}g=yy>z#bNRB3PjWcG@54c*KLH^t6_K(Dg`Fd6VnHczhL)&#G?^VH8&zXAgOLEN
zaczx?F1QhY{KLO9wl#{Co?avNs8NxUlp`KCkL>h;@&&kVaB3m+{qpYRmv6tqDt2{p
zeRgzlzB=cseY|^cx_9*b*Z=yV-k(1{?)Ui_AQt$=+b@6k?)ObhTvcr~-~Zz6S4>}R
zbe`D~?CR;s<?Zvgk!Zr@^uV8C+eknMwVnf-O0*`KKs{%g0wGw!$3Tay1pisaAcG<V
z?WR_142bp(>Or4{JUo+EEaXLWqHvWUWU0s(iE4TQ5EW-hRH<ICvAZ{|*GtP~r_-rY
zc;D+ana7Ik)p9B`+h{<4VxbG?UMn+t(NoK|jt}haXjYAS>F98ZNo*?08Fxutl6J(=
zu4|>qbU+&;(Y{<JY1nx5cR&9hZil(9=c)La%_m1k`~5*@Jn8T6Ens{>&IcvU5)%^F
z1QNt}peWQG7MK8G=3~ghezv<iqPBYoBcsnrw$7(f7=#d(%jeiBLY$zC2>aF&cs)GU
z>4^D`$#K-J59s^uHu}vPL3K>|*H_o4$CvxN2QcuD_NFkyj%k)14{mNQq1=mfc^mlu
zfB}sAr(mK2JHiT%c{>{J)vDb6xh!{UxpF$%1uMoc2;VIbgN#hwFQkYXHec*gR7qBK
zw5+Tm3BESXa1a+GnApATQil2!WW`Fcq?Hh6!fhR8QOTuZ%wyba$0&e2^F7R5WgINS
zR+BXs`xHJi;C84fDH`xPtwuUiyeu+2-W2_kpuf9pP7CIpP4mw7!v_ysHY?<)fWs7Y
zS#aq)fZhv$dC0u}DfoK8n}&xEOpn+6b}Kuz9gfci1O3s)jZO15tFBF|Ev0Z2B`xN)
zZa@5W%<lqvR+I(eo-6<kF1Cj;7LG!~5<Cio9qivIW7Gp7+2MZ5=K+p+sT;sh&3X}?
zjXfP5C@erJ*}*xF_r8RR8wm=_kRP;ZfbwYUZGg%ledXg4Nl8p%RO&#3Plvt8EX=(U
zIM!H@zb>d>G&hB*n2bVZ;CDo8Bm*kC6JlMbs0xV&f;~ySD3TF&eP6qnN=007=EF{t
z9B|;$$BRza0P`Mv2}Zl9(<ytLB@zb!xOn6E-83Rmqr+$74RcY%_wZ9t59m~Q>6wb7
zE*G;X@^rUUU`Ls{AJWJY=E!N{7{FVVki2G7RaM#mr{WT8ct)udBvoqrScC;#EP07`
zLduG{&4omOEg`@V7OZRlan7S9vfd4nZi|MI?2rff-7!?}tUcs2jq49l<Whb&svr{}
z%(RG;C)UkMmq47;ESMz5jYobv7CYuQr`u}fdgAkVh)bYEfmDTyf-KpF<W?#06(Fe&
z>e>X;B*pQiqMk1%{lP*kI&W%=R*l~RG9Y`ydOC^v+{h?ZIj*PT)kL(e#NetEpcq0j
z75EMZKo36Pa`dSGNl5d48($fq2~7?Y4yD5#z=eVmNIt@4sihO7KgNUp3|ul7uWA|f
zn0NYYI%#Mn$o5F@>>nGvaY{TN*u7|S1P8&nCI#`H!wOai=)@U0!66HHM6W~Zqk`;Q
zq5g>@SQRl|#r--UtisP+DMO55*$oDnbth+qTB%&gQ7ocDwyu^7K)^Z;VddgS&!`C+
zG4L~#$X8;A%ccvZqMS^n6}HV$1}>C3bgp<T3{334^ATs2<bfk%G&$`y&e6PUy>1v2
zHe6pc55*(kRV^;o!HiiptHEG+^yy>cw#jTTh5@vA1Dk7Gdb#%G>P4&8n++C~Y^9*!
zSWv2{eR3|3anc|1TB#XAP_tXMjdnQsYme1<^5o$7FF*bH?X%~tN^RKc>A7M)k&?pz
z`q0;75nnLsk0PkYLQ&#MpS^td?8&R^v)h}KtIO5t{tV*8>g@1jZ#@6$hacYOd+^7{
z_5nWwU%mV4Pe1%5$`#9{<GuZNZ@xTO9`+hw+b3tM>$8)a+q+l3Km?#4Z)#Pz?iK7k
znx>PF<IN7ZGo!>2Nw^ntvrb8|LWblcjwgY?r(}nTWjJWM>_&>3xxurTl#|g0(-Y)R
z;DUHFsH4>?m?}CL%{$HExZ5AKd%Y@p)z!t}VA$4b0%(s0h5a6b1>UV{6*z(1Y&R<9
z9OC|X+-cTIOe{!P2YX`%47QD@XD5@{?C|K2njR9D`-h7LEDWv0;?Hj0`TJk|!frL<
z@L$YF*EiQo3LSSBrAi)P#nt%<U{&U-%d7K){aqHC&?<z-zg(D(VE}JHkiSlA;|abt
zUBI;JT0WO2w<vzPZin3{-HvpE%obxz@{=j&bsg6};~$(=nlo5sBBrqp0Ahc-I;8Uv
z>1=oJ;OOx5V0WJ*-|BENWg48}JtM$Qxe~d^>E8YUrMlQ#Q5v#1Xr(CSGN43#7AuQ0
zD&*>w91gCED&g3bf&n<vWfdL;(=hmJnJ?7P8`B{M`~m0Th~G)X3gZt<3Ak*Sb}~}1
zqZN?^(K9P040K{PL-xYq$B4y3muH!dPxL*X+X38_s$cdX7*PrtF^(5ha*=T=Aj#N=
zgP88EuoFn3AJO!7yay5=T_uk5#N#Ag2>Ua_Nt~3GgKZZyFB4QL3S{CTd>|kuoT&hk
z5z|YYCLrAVZYmeO{EI~j_%_!bKYH*9y@<H(iK}lv{?uvQWJ<wQk0yrge*pL_6(^X0
z?!@L1YA7xp7G7}IlMzo^34nfJ+D}F4_=fG7L|0*WLjq!RheM14O0t%iv_&Q{;=^?h
zs38Z;mi4*>wLnEUDhcR>KNATTnXdv6u3%`m_+HF8<S0?DFgp>t)KuXz`ai=7OFfhv
z6f-Ry)s!$S_kKCYBVzSQY_L_3F@up(#JW$;ksTkR77i;GXRsqMo23K(B+W`tKBTBH
zq)9NZSd5w&8l4s+wTV85D;W;vq)^0zNh}FVAK+a%0nS2U^$C_%bZ91`#z&8_U_lmT
za$_82dIyC{d=z)Rs7H5s=;niok!3p>jnII=rZ489@6wE0&*!iJXCteI4-Kh}ase7P
z>BVM8iGmUFdnoH<ies4w3Je@a9*jvm0+)<!AUFdI_RI${G&i4<B_rP*RSo7qf)P$h
zTaDWutAXWUF+n+Is0jRlZ5EMgK=gR1GMQ?r+}28c1np)+4n{H&`WYo%Nl+2R@3DzR
zKP|y4%Y%pYIy7187t)=a47HUn)h(pE#Wa@tq~ETmV#tQoOtMogk7%#RK>innk`);a
zSRC!qv$GyFZ<YiN!+~mt-i1RRhCG)gJfF0o@zy5e2M~{$sjCCONuqWINy{eVpmnI&
z5ZKj5mGUe`B@RM>SScs107I^VOH4s3?lpA;e3D7R9a^t)jzs{k;MGt?zW@ak1ewc4
z#IO|B0^WEBv(BWalgQzGhqTRsl|VFv9f2LADJ@@u+f{2c@N~&!Vf<_x6O@VIz|XRX
zhrR}7g4c!HOK6>JlqAJ*)cZVkn`JA^MD6!j%qA&}gTQGuo6JUo&0=1E{BV17gGHoi
zYZF<F?jh5Tv0iOFzkRzqJp`RvR58<WzDwh}r%Sew$}*$}Y<9w}hK)_2basLjo15vl
zyckXY<HsL=`0A^k)*Q9LXE)MRMtH($iB}iF=wK`mRe7a^rE#}+ef|`t{qrX;Up;+!
zet6tzv=5hu2yT0m#gE^8_W|FZKR)#L`5E}??H7Of@h`)6j}E}Y#ooKuU#|8~#$CuX
zgVo{r>gepvn|CTCMw)q3Nt|7H3%DuMD}=>Mg3TvUn9BQ|KywnPU?kv&zly<|{vj4p
zlgVN*8uj}f_)KM3fnYyrR|$Ia(797_qC=e~POu_%82G2~<Re2NTVb*Sw1ohK3yY;8
zJV7z7X_;2D(CZ;ewXmGw_3zMT)NO*KU;xu9*;cIxo1)vnO3nqdamMCxI+}^;WpZ-H
zbTdV}$3RXZ$+)@xkH7qd!)D^Ui1`PV>R`9i=ZdJ$XZ@Qi2o$>qheESrGsx(5vf3N-
zeJkp)S3f+&2{IP+`_WM5evwNv+#K#LPmlL*pj!y>YRcc8&W2<HAW+~|8}wWI`*=M_
ziDMAYf}VgtyT7}HX8+>#tMlt81U09l(PYp;B4hAlT}elIyV0O#@@RF$&j9OeA`~d@
zHVOPwhz}G}qtZY^K!pgoU6{B!dO7HE(yWawpBsc=paBw!`5Htf!C&(mj7K4X=-5-h
zp0hkI6h?G#4w(hALV8SbBdFufO~ew-N@>{OrWE1#2u&1RB+l3<1Paq;!0puYg=rs~
z4ER?PmxX*P(ZC=Ctv$mFAR@<+l$<rK#O9Qk13;%3y+0HTVOR?JnZY7N6vMzB+$06q
zLvx3cLV|t4ot@wz6APmkaeF2ihDlVZ7&D111}Y^Qw(M*sY4G8APh`t!^*PL_E(~>v
zfCtxBt-!b>lol_%&=`F;4g?CMr)1ERiuthIhoUyWAHKSS2`BEdAbNxyn2~nS1<>3C
zd&&%l0mzsO3M<MFzIv8=bY!Oj?tFq4o{)9@aop{|dk?yy#u5st7jTCZ6JGaZOc<Hu
zcp()>$w8`ODnKG*u7mT*=QNAyZdpYR5(9=BuM+t5*$Ln2G}pxZxRu~^<->kzyV1Cy
z-$#gfhJ7GgGju=E-%Ve#OW;HCO|hM%v4!>}^Y*6QXkhox%9S~`h`8x?u@~l-myZVE
zT`*Me?FtF7rA`Y!yw`aj+oXA1q6>-`qlU;S3eBU5AXV2sw_yWO>prMx1ZyAi*ojMk
z!);WmNQ-QkXlBH)htUhCeVA08&4!`{v6lYIWB|^s14YJdHj{$nhp(xUsBofvDIPU$
zt`X}nZG4KUD&*Ks#ry<s0rpyV9^(gNRKpQRGbRw!u9jy)!Kl_Q=V8eA*}lUY1-h#y
z`QlxKqjWqU57x6uO^x!;fnLOi-=wIBS;u9C(nbwaF;0fm+sUWuN@Q3~Ptc@e!BMTu
zizLe%0WeG4S5Ek0e<eM3Vvn%JK)k}1?Ug`^iE3%lFx&4$!x14rHydP&8g-2$q#O%l
zgHKERQ{g?p0ffLV)!S`0bGlA65_<)J-*O%VVi!&fzE9q96csUs)ddKqO1UeD5v`Q3
zRRBdK*ke|6!jPaBVa{k6HaN!C%h1-8N+!-imY!DrB1N^>7@Ex**+fkgcR)}}(^EuJ
ziE3?@jI>F_Ky=Z_D-n^xLBKnMf(!&P_7Rb|z|2F~5;zImT&x;hE&==UxP5T@j7ZJo
zAGbCieey34{^g&|J6ophtzeLzFkuO+7OL0hcZc(%L8HgEF(YU4O18*HnzWTds~1i8
zXrvZ{(X?$aZ*DkDMv|#V%f%nR`|jQIH`PpG*z7mTL{2%cfYg9@6U$>+jHjZ3D4n8{
z-sIVn&)&ZH?Ag_myUQCEjv($=dq?L-r%Yde{_zj*^9}gpWBY)gfmcs&fBOCpRBO?!
zeK_0y^39i*$LH-@8*2T@5qq&GPoLhUi9v(w2?rIrQ83LbDx~Ke_~IUhu4G!QATban
zFf4-v11W)wHfj^PtIrp!!{f{0XvD=nP0}BXWI74x2Hb?qWkQOuI;?3xjBxQMlx%u|
zDIF>fUMZ%N{oQ)2Rbj<gsqnQ*rSxpv0x<@cHHrl&5@H%bsv?KOoU@#DkN3w%d$Yx?
zpH<@wX}imTfU*)En0EH|r{igNG-`|NcSdoVcmD2g|GV8{WCgHX&e@IXb)8NkS|A~k
z&c^MlOQ;dUo13ebuU_8WJ?YfTeE(sm+SK!0|5}X-Bnom*<Q97!QF0Bo`t)e=?8)iZ
zU%g?GxP&r4?m;EvN=s&NG-~0Wrw|izTB}h-r=zZIcQ#}C`r_-aC*#S<>Wmrd2z>u&
zNLxARe&PwU>Fo6M48Y@JHkIR1k)LxzC?z^>W)Sk)jFq&MAsQB-+D~OWh8~q8NtaGA
zdU5N@1GY_bs23$gfX%f6aM@Ti6k>}JV=Ix%LMWrVgpMR4sYx`SRC0ipSH!T)CebIp
z2%bDNEU(MFwcSIdl!Ik8iuL_)Hs;&4tK|V>aJkfiq)|u>h(TaAyPv)y0T-FC)3X)D
z=-k0=h8?jU6%~puiXc5st9X@!@SyO&>^R40Y)pbXz%!pr0=>7HEGh0FA&lkju-l4M
z#Zm^>88`754#Na{BrB$Ch8$ctBn9x1v4dkN$!nA)3TNpC#HFB%7Q&$2ib0N9NXw^C
z7lHw?{*KaB9SP#aV)qA#3=k-8F3j^1se6Y7f-63D)|yyY2u>nufgS}r4`#}1H8ba+
zbcsb(&{vl6=hJNsXe)$P#y8@>G6eE3IKH^`<KNCi+=7e6_E1Se-x416T)J1z&>w{5
zp5P}M8Z!g+&=u_Q9#;c#IU1$FC_}b15){F`w3zXdeh*Y7=Fco!!e~gQr#Kvf)rs`C
z{pjJ&BleFbf`RCt@LeHJ)Nq~?%>&DZ1Dr%>ln3G#{g{Z54vQKJfs^$ax4~lQxirHb
zOn&yQsAu3Q2(U4jId`@hl~b_*nwQvV`8;TCyrS@l;RItCMwtX`ZZ&K%o?&$h+N^#H
zA5;q&2u(N*X4asofQxU(=uRru1)1Mz$EzQ4(HQO|SBp>yR3YdzvQ4H0v#Q1jJi_wg
zIcN9E?@%uw&qBbf<Ps!9Rh(uM2=M9nV$huR>dRqcf2c2d`q^U4VW5+j>w@qfVAidX
zrS-aJ%}P6;hTRH1Y^)Uq<x(*o>DRQU7pMF-E5d+hE93hLx>FRm$NX9<k_kD&jveZp
z&;udBkUl0Jw70v2r~|u~cOu29(1}G~Hk}m2LX$BDF$`Mto#vDzYs%4Z2$ic<D-c&9
za6=uNVD90opg6La6Ui64ISNHiOjLS-`MPg})X=lII4t*;g<@gYr*J9Xsa2O_D%T27
zRtPe8>)M#(TZ6;q3~xgo`cEm>L479^Js2hu=!kgPdDRAhsRq0*fsSF!L<{3s3<Ezc
zQ^x2A^+3wxe%$hU0pvMhePPANXlXUu>~Om5&W%Tp*B?CuoBYXdevKpF<8prTo8KUB
zzk2@Vpxznitws@kZ9El8WaFtE*M6wB0Xpl+)ObJ_;}ftO4A9;PTpTSH?_RxqcJ-`P
zsdsBES=q^EGVug|owEhJR??_UaS?xD(w)A3@%3jfKYMa|@$~$P&b!ltW3=<V$#QQp
z`|H2`?+^I?{PCf`&(FZSSFir_fB)OzY*EP+7X9&O&*56#HmVKWU(astF3zr=-@Sl_
zN-ZoQIO5@`R>=hK8~|TJ0w?|q-IUy-oL~`|;O@a-rNk33*QpmA_D2T?tHE%js!9c$
zL?xX`(N)BpCF4;NVeGU_Uv^8h%NDyF8@qjg?|9~^M;y;ar{{2SfCx4Rqz8N4>?<1D
zQMVbRPT1`(<iWeLi)2xj07HQQHtf`Qr^AL0eF9WN1)L6A)@0IMt@bW1kI6;0I}OYd
z?5+O(=Rf0ocLZl=iZ^Wk^!$`o?)j`YpLWLltud=k{AOM1axmZ0*A0cf)u@4A?YD_W
zwy@~4_B=g?+0`c<$!Y-C|LxWJ>(|e)&12kJ&PS18nBXVn;kerPc}`cWL9Y*zqT8(D
z*B$lf6>mR({(=?c%NH-l;_K^JM27wDpx?n~Lg_f44CLZye}S`$GDn=|RM}#1Vw(ep
ziw;E0&ls*^Ax}#yM%V!bffT8FF^{)p*sZ6abi#dNNJzvuU*jL=Y)n>+0k2XjVOQ(X
z6DPKcSvDQDe5TI<o4qg#NOn(%W27UYRkU=3Ei5j}UKLRSpFfT=g77p6&-xvPP>Qzu
znqb}YlXtuLn$u3(4hQY?i!)3!+@sl(V%{byh>IS77@<fG;ZVGw5O6EU!9_KpNMg{Z
z5aiEYhV@MrhLj@V(qVfD(t$571-ac*NaR7;W744c5m(iH!Vyk8I8eTh7i>5;D}tOk
z1(aDx6KHgzZ5UIcqz1r#Clh{-5%{7(l~R5b4@QD+FU0|jaCx*NtXv`Xk70I*D0OUt
z65#;K73OW2s4B%hY!$J=g*>3<{g!QZb3#=M`qUWVQ`Sr&6r{M1w4?CbgL}R2ttJ<M
z0_Lx#sm7CtY7&8@c(2I11w29+kcGb>`QeLV+)`*>R#Fv$EzuCtVgp-b46}W>Cde2L
zcFjBx0hr=_$P?tWmR0(L;J-<19^DqR7!)lA2(eJbXr_j-0HR;~m3S0I2w9NZeNIkL
z?M)+gDij3-!C&ErN4RKHfdeuI?5&3<*^VgZGEnJgBLxY044ucawGNCO=tm0jhCiUh
z$etQ0Qjhv5i?IXy0=$NhD2Jlf?QLBB5jXq|QU<}0)5Yr+v=_TYm)Xd(%@oI09P6M;
zjFCNh*atR^CT2F^kl9N~Nl;h=UaE*r_b1ddw5ye2y?Ml2LMyM9;~LeC`E0LI)APwr
zIoYYG44K`MItT86CdrWG_fp=3iAz%=twM?rWi`c*YsP!OBrrqWd|uJjSTPpRQeuNy
zL$c>#aws4i8g#bs#`&lb_h_Z!;ohRAbAp@kPn@n8SxF6Z5E-}O>r3cYT)>#e8k$)B
zL(f@G5wH=PGgZz80Xs+-#x|hG{d$F@B%W8oz>1<UXzBSJaa!zSAST*1_!SLGZ%<B7
zp)A~7KUoa>kYNgG3D7-NBdF6j%J>y&dJ_i-rA4Kps;Y60N8K)Mu>)2LT!oRdu+$?b
zCcw=J%DpAz4@yx9_ZQgJ6m<<C&|rXheM&0Dl9A*ic08xu?)Ul3W;6AV4miF$CL_p*
zoy`ZI{KicIk=44hu~sZ<&u>3#m37MB8YK-nT3OBKlPW@%5|>kP#btFnO!jzGvFw=5
z8`}<}5tz*3eEIpS&z@gD?>8upYe8<o%9!Kw;t$bBsz{t;h`l7x@F$(&-OXzng}~!K
zyS_bI9&l(rIXJ=nwH#0X`sY8r&o|(YkL?3~2EKgr`Cotf_p6grMjP<LuWw&buH9?(
z_vec@&tIRdE?&KSo6lz<I|h7S5tozXR3a@W(^^p@h|jns%tTNnDJvpA9F61za!|Mq
zvTB;+9_FRfvvUM1wvF7X6%fg>7(E$q3DPOTk1A#cwt+abRW@Q;y+58;^!gM(7R=QN
zW-8c(`A)kwpN;hrexyvd)57-<4Tpg}bI~C$iOkjQYJ1DU39C~IX<0!IdP6WeZECx_
zn6VhKPLB6R>{BNr*gM<>e(^W|4XgOo^)dYxL?aL3Dzcp1rG2qB8+YKW!slTi6af6i
zm|73uJk!Z+LNVk0ICQu-zu-Sn2T23&xWAZ?NYto8JKEnr0m;gqQZKJPTB8n^wI-t&
z_%Kq{`}1YL(-Cu)mSr)qx0pS<eR6(!faryKhL>Y8n{a8}n@=WCCZPFL@}v~!10wRM
zAU>Ck7F&Z2>VltT9EKyC-vzwg!!wzYIUtAnq#Q6}!~h1kDIv&`VE4G0uP_38T`trw
z&fu`M1Zj=&HyUN`VgwdBEP|{ueIK~JQpLQQ&q6Uum9Y?O<zb`BDIVv3x0-Dflo1r&
za+Z_))AJS42S%wvN*d^N?BM1CVQ!Ja%sFmamFNZNK_YU|2LxNdXW!ny`Qx$M18xt!
zlW-&$61a(b1r2Nm=r{8f!yZM)EHa3@3A+@&5T6G%%+Edxv!Kh#+=4TTtrOEoL@=E~
z=vNeQ^G_UH^b9tNxoNK<z-K`}HN$Z)TR+@fK3s{cNHc1zlqa?j!s$!86I7a-kR8A-
zylx7K5*{l^E}T)R5T1FFg^z{;s9~%K%c&?u+l-yulpEP3b<8<dnSLAk6)Qj3o|Krg
zdE|>k-IPl*^ahzF@Q_Pj#$7H=k;`OJf*yR}%w4IVpYR~AZz6l_j!D?bemg1|;Y2~y
zN0)=ukCYkm^N5%QSbFie(CZlF?#U0h(ZUQ)h;;}`q$e<0t$p%<=frQ?hHe25qzf#U
zA6Ukr1ff^Vfl0p=<;`O;f$u=$Vsni`h3?1ZH0-9|9CMxBYS`h0MCySb57RrFBpRdG
zf5GU)V8$TFN|8rIsSx1;luV5DZmSa?wXo{N!c-gtoX)V<A8@+a=i+<=P{yCY^2M<)
z*t0=j4DdlPm{(-TYz!oH#8T184W6fBsF!f8fqPX+t?~rM!o2ocWrA{PL23p_t0)j&
zFy|9~6uN66H*RXfW_?)Kr>&YW*r(Gl^2vMFa|(S!>5!vaPR-j@9A&6*SihDny_wGp
zAWp>nl!>y+M8?eVV3An8&T`BbaTr-~wu(u9t*}+V)6h79&45NQQbNrJ2)86+U^SEA
zL_i5DU9p9<+(l%=XQ|3?lA%J7SixNuv~S5VFC}Af!VY+(q@X}}u_TbwbX9<IqjU@)
z9_BGJI1JlBqd6G1S{!St-CDI#Dbm)BUzCgt4o)O{^lGu^XZt{-WrbqgD$ZLfWRck6
z@Ihf^;!5+MMFz&=aaj?&A|ak{&dt2rY?!}fCC#dlxB~=SzZ<E_Y6d05FG%>o>_m{s
zzF2T=?QE0hFc`Kd5pvoc>yI8M;tIa6mPTxIG-&qFtl-e(5^OWnVzwejQ!caJX*2=3
zv6{#&o6Vc+WFF_k$v0p8?)Kt&qp0ioDqY(Ze%nDGMHRUOzi9>3Ds2}WxW?`NlZ)q&
zzV5D`+?)ZuzFtn2E2_4~^WE|EzyAHB_Vob|DDU+{e{=Wd&wu#q?e#5@H}JwQp1!)h
zc{!i#Vpv%1?VqjAUcdevybP2W-nJA8#-mt!;7ep+O@aSJ@n+!#znCQzv8fo_$wVA<
zC5bD_0kMAJHKL&-tx^=tkqh4#C-qPw5}^kzmx<;w+!o~)N77st26U-X)f=sLw@*x)
z1R`P>Q%i3EE}9bU<{VagwE(*wgI1|P$2UYQ4uAT1+@jK!>%z$q&MD0JMPR4XX@4>A
z@9hD-pPro_U7YQ=ny^_hBPZcI{qpC319o*bAKcuLusK{T#;e0!K=UjV8#;|1nS=cW
z%|!dVXj=8%y;--@JlNl7p?H3>x;%#q!RR%`n$>N$&H#(`yPzuieRvM~+41V;>Z~f7
zwOhUJfK(~G+2LS_LN*<Y@N2N>M81Rm%C`ea52b?jU$;RmZ<Fq!9vImwlW3Y_cE4RG
z;aSe*Aj=XvBu-8>o0TdMi-Cs_5hciBbUa2W?qZlv)MSMGnjE2lQ4(XY%B5c9&gp>)
zdV^?C_-k4FLTL2Tj1$By9A)J}KO@iyY#HPMDgWh5QT00lNW`>U0l^*`w)G(`lF9Hu
zR|oZC&}m{=I$F+f8mAIqx1hee81y(|D~O_Cd8tatiRLM?URKjK(g$*c-(kk0o(!X`
zIGko9&44)86e*5{3402QMOGNd2>cKjR)`XWoQ42q?zIj6meVZyYea_MYX@aOo-ydO
zvxcMc562ggL(=*J+3NOSCSm``2Cxi&)eQ>ODKVHSarSSFmxOJRvqT^i6)2VDRfCel
z%FJilNs3q;_A24CVj6(}K+uoOBN03raInM+IV(#CUnU)NgDGIg2c&}RUJvgY)Y)8?
zVG^_{1T9*MDA>z`gi6IZnXq6*iUD`e+Kc2Mt&YqOUH}??H;6E-R*ZHO74fY_eIdiA
zSKv?KW#MHi@|7ubp;Iy;jq2rTt15zxP6j-%`Edp(+AyK7M*`lU$3Z=iY3&oYX$$2F
zIs}11CJp>%JSR{lm<-`^c&%2}nh-PC2s1Qd)?$~<+{G)(ZrlQZ#$XSX00@|<`KF<@
z-XvQ`17s;n4#0~rN+=JvKfwoD#hKZlRrqZ-tbQ?%y^Jvw$ps%8fdZF>z$yDRzuitX
z57nG-cfD4iyF^~Li3|Yn=Lf?Ng;|Kx5b!QKgK8>W09YCQfLME4{dBPe{kl5_{>%x4
zcw%JU?Hmj`R2U#~F3^Z8rFy=gXR`E}wMr!cn^9AMZK-sm+fi4e{Za}>D|^WXRgd}P
zqFJ6{h-ZAd4?Nbh30;+l29y&K@L~YjNWf~Dl;XFS<;aL^3|4`5i%1S`)MBa3`!-2r
zH3h9D)Y62nKInDurkijM!P}otb4>$|N(x3M(;D%PdhN-0oJt~L@v?Mb>w@1x*tAyS
z_2tAm2Ad)t@+BgnUY$34jn8a0nsmLUDO!bGQ7+&mBQ431Q<0@YQ7sfQ9tuqJ>G>S`
zYmbX1DEmsangk&qA?kv^i}Q*rNEQ`mqr`<a7z$Iy8sIl06W9@vojB`7!#3*Hw#VUc
zSS)l51wgGBEoOt+xV2@cI>BPV^tH3Iqo}Ig;ojIZl*{$&%V!!K#|q}OD(5q;2=9m2
zAZ^~oF#dfTuLoj}csh*C<g^>Wy}`Tk?bm;}IlX22ViQ|0)T=-Qqrqsvk0C-PJmd>v
zLg0ACUh?kx1#6e<lZ%(PFR#z87NaGVLuXt)r?db1%fG$Xci@i??!$csZZDqv>Gyy6
z`rWs9eohZoukPMHy?)VYcK4SD*JtNvtJ5b>Uu#;!E(GcT6wh2n93^oA&`U^qnK&CP
z<qTsLBm^nOJy4D(Q&92mPk2p1S#6HT6WpP4np`_?Xb!a@E)LjG>$L)NPAQ)x_5+x`
zR4FiRbo*^`cR(Ik6z=X#TAe=Ny@P{YW|q3HBfR6$nl1XO8e2>{<DRyh^-fRr&W^cA
zlP}c4;L}IVrgA)HjmZ7KIvmtbRv^3j!vPiB`BEXr?&BZ+=ij2afAKY*&=)tiH^pN1
z=wLyYN3Wv~`_<XBeRh7*8?=`59*a>-Xmotw*TM?Vc!%(Hv_CzB(KVfep{SN}EG1#;
zv)ugri#G(-L00Hmt<`L!Dgg?k_K5Akpwq$DRbwV=b#QZ`=z-IxReUxc>BRzF*mX^#
zT#_#ZR*1Gs^fcgL^C_hwb6T7zb_87S1b1oLuB4+_%3W3qcvVJJF8!RNH8Bgt@qgX(
zjqLdFU{er%;x|L6KjI@6?qL<epzHy3DI9mK(SpNv71^#<%ryzpLry>$LkUYH7y)sT
zqodIp36iL%=i6l!2>GB<>eMj2#A@YYQ?Jt7TTExD_z~_QuS>$;C2aRDf>PizSk#zJ
zCb&Y-(SuGi_gqZc_)fxnCPEPTK`5z8f`N+B4r>td7YRgUD?$`S#67#kWj3LhWoY4v
ziM~Z>V<>NJW^tK&Qy%&VS^&9snl4)v0PS&@Ck67DN-7V#EEdDSFC;Zw$bK&)0ZBRl
zUlEThD`Pv6AR7cQ(K+qTEn1Z~aQ5JUB2EYl-)}dQ4Ge<Oz-JZlipn9c6YhO6od$Hq
zE)q0Tt(alqh(yMpPnvaX`3z%xAW11~dXN-?0pJE4_A$NVs84!Dp(Ov4pAFbrfhYld
z1~Q%zVG@HQf$GIx1}~Z9^$@NUQWz{vq79r(Bp7SSdAG)Pm?b6>4dW<wGQK{ODz-Yd
z!*I;7!~xp}{aQ>V8J-(3(#ZwjB8$tFOhz>8(S?m2ixMEJf;^N9*uZ+gu(caudiaSt
z(ut4=gi3OPcPajX`DjXk4!PA{yT>mJ^ZW$3UM^?Z+F+b!9m&9%@H&V;u%HyBlgy27
z*d6A8^}ei}k$}6umjTZP)!YrkHWsv5wo_6V>tNXDgBBPIg=wDB)wmjRp#gTQ+|(sr
z6>OHtJXRHH7pgJ$Z76eclKm!(`Vvi=Qm703AsH(r;-oBb(=ofU$)yLJDVHZXn}{ID
zQUXD?0<E&0r`JjDl@!eR^j!k+$ON1uFK8Ah!~<2(C4@}f=&=%pGzM&nhgdWp93CB?
zo((5>Fn3X{=F>?j4J_1$-rKI`u{_ZB2yK<O4g`u6Xpu;SIMAC{w~NJM1+i+jdqOdH
zk-F79vT`|_D3E*2ky1(3O2Aq{W<^_-GDMtOCD(8BqNfC;Rw@9}VMx1Is)IgswpmB(
z!<jCyoP_r3!GodeMX=S`4E5c(FY-LcT!xvx{LI4`anmaLHtUBt>^Gk$K^in3jAP;S
zQBCjgk%9EN0fZ$JDYL<9HCicjq*B!c+Qn>gSj5Nn`r5|&Cay7u-SOzr<9faI^yYb8
zG+s8w-9a&1tQI+@RdsNKRNPBU-C=B*)Ouo#03<>U7QOUP{J;O^k9U_ZhK)X^uX4Ij
zl+y^9i1U!}2|9CT!t@pNczTWQ_2~`M*WJbK-PN<h`N95l@BEM>E;HEv|NWo;@!{T{
zKR)vJ`Wd)dUH$&+AAa}cxA6Ur_YdB@`0~Zm*Nf4FCElwiPtm>(SC^doY*u?H5J|)&
zqQpR2%7qF6K6Df%nIiR$yMTxsz)SA<7{D-yQK(TY=E9uKq*$lZX7{I%H^h-oW;+>;
zg?x10a5XKLGn`k6_~G3GMA#j)=xt;bh}XW=tU!(Ejh6l4aJAa!YSU=7mY_=yFmavW
z=@Pg1dJ)<GkXEGm2n#ASd|D&Xf!H}79POT6oZR<3w)YQaED%Rz{D84mIIKB-@i#vM
zJh(bNJv=^n_VW4h=?SiPW~%9^%?5M1n5>RglgZ%f0*!}$w=uI8DMF%@tO9VU=@rUE
z8oLw((G0$vL0i9%Pj=7F_URj1%-MwK0J7LiGJ!xY>(Lg}ZDA*4f?}2%Krw67soG|$
zBKE{`0UHYphe5AJ)uV8u%83qbk0d%lhe0c&Jw&HAsLybV;6MY5sBDhKvcM2>xt3mP
zR5DGiGy}0Q-NhkB>aCnf!&BpSAjie+Q>6{tPsTq`;_j15VCzz3th^;H$9jb_nWTAV
zgMR^;TP|>a3t)~Sm8NB7CRHsPrw<yMIyXd8b)4MM%Bpz^3P{v3ZzRfT#qW0Vy;E?`
zU3M^{2x25Rr}Hrmf5XNGNk-e&y4z$xtRpfO@q6RpAPw5+RJDAX9z6;cNgcY(W-w4R
zHDeM3tA)$RwzGu+7&9^78XQ4`P6VDW$}STT$dipKbXjhEDvjR=P!L498<Hbqn8a|L
zg*a}vz+-~Vjujt0qNK`%3&fJfwoOt1eF@<UKN7u%WF%3yY}*^=t#$5+1TX~?%xPx2
zpfd<-Sw0>`N0I^oR-)X0L6$K9us)+sF$3lfxP8D`kZFeu`E2GaK4(6nktVGKknKT`
zG5MH{v?HOd5fezq{0u`fAv+;tVUcpvGC)nXz|lt|Eb^2v*+#46vCzsy-zSzWc5r*6
z4p~$+hPBKApaZQb9SJdLF=FX#ri61oWLkUVF<VF_ASY%SKT61n2_{l}N}?|^=#6*@
zCt|}hup|Y2#)ee#yZy8gVf&BJ9$>N=3<?1{HjGZzyChXZJRek-H-+__f0juwupMT5
zYu@5F>-3nmF#kIQ{ev$H#NGrFKL+T7${~l{XR|sC1{RkX_Uz^@MDjF7xP-(u4fE#a
z+NYq8`9+th1d`!qcpG^cj2j`)``?JanM=_z1WOj^2k8R>p>SCVNV0+D#i<b(RAjc6
zgQ~jQsmNXn#Y2@ukg*LNtU?<jGmHuqHbr?;F%`qG*UZEltdf(FEN$8hoGB`Yd}xv2
zCU_tSdbE3Msc_O`BKnFnO<BhN;fk)?ovkfSV4OT~8#3r~Fd@m(;G(2yP+8d8->>*J
zjwHART1}|-Z8n2!tBFRkbL8!*mr@)X=yPOf?>9C0{Uug+Qlt!4H_tGpuxf-YR}jeR
zc(1Et-K1Q*)6mh=dd)iVZ+shA*vRtG6@o9K2%7>6elF+r1+&>AKnbK=e)F-Y#3ZL6
zOp`*6V~Yn(&(vmjxt;V{dpu68VC8BB$ga)eK<Kg>jV_zbV%Q>-Dxk@3Cjz?_Zp6ms
z_WDEE6MF}%ufF(QuQ57UoL-+lDXRH;wZmXrOc%>MAMBiM_b3u>5=NnY88)|3nsE;Q
z;oBddoZJj*9eT#gB;KVs2S?!>jK)&Y#Jz2dGhcu}`KzbT-@SNsck%T0;_mY3a(6TZ
zl7F&)MC$(k{lEVDUf+Q~KDZC}8F+Dh_s!dPKm6<ODDpcwIC}l;v)9kx3|ehU?O)%%
zyt{dJetuV})`%*zxss(QdH=9Ch;9MU3pxRPCajzQP2pvxe-OZ6!0Qc%A_z^Sa?rZj
zebK^5RvOAOMuB8J2s$XO#8G8Jk&rA$Yp|-yd94b?3mjCkRLaB7q8X8q>FoS?y4=0E
zx`KwfSYpQ)foq6cc)FN~M4S+JI(68C#$?<9<3NUyc?OUU-}>~N;PUMJ>V((~)_qjG
ztLroRhM1i&f&bm#{;k7iuhm;8=a&~(m$UhT_2{JEV;^{aa(Hufd3<ni25){r{<1q6
z_xS!?Y4NZPI&~(Zm#?2O;I-O~(PX?wJQIyzGGIi+@3gnv>tYbm%5%(SgfPb#ge&;a
z2vioc$xeeEVujDgW8ZF8do67;gi6uv5!}?uIK6;NK&7Zq4>asy`pxIKw}(-;%DD`G
zQG!rP|Bnwn2j>XMaXZ|zDM*V7EhnW`y~T~Xt@Eu&f+NmAmW^@sp24%|wJD^-y^oH>
zoUAc@NfDikxGWDk+$Q2_nRcO6C7UMWkDOA;(gg|kDZxDw*e&S$CJ3WkhEsnw5u}NV
zdkry6hB2t}42~Ff=@G{y3<QD$wsmJ4pj)G<M*?os+C#UIc4nv!;Oor-VnDS`5*v;K
zBRxMV+fsBkl7oy=tRXO6b8i*CuSAr)cECka(o2>Q*EIgF7T6<(e%hi7`ASyp>SdOd
zj0B7*ohm_qHvQl%XmQT7pu}*_n8cJ-W<TV2&~}91J1=8W^5aMsCM)JFiy;}H4|<!s
zEn@?+6>MLmxscle&>qGIKM88mu&T>=`#qp1BvOZJj3g=S_aGuw3L_J4v4B19u@D}_
z#12$N_Im{!jMsb!Y<nt0Ni;atARP6OLXC2i3Cc-zxZk`(XQdd`;xXhb+-3Z}nW-4M
z^6@~>#v0Ma&JP9wG8ZDLmXXl=c+RnqQQatR#}O*6Jv3c{Ze`K=@SlHW+1g~*q5ufT
z+OSzf%41-_tWHf&K0$QU0^|+qKHrWqpg4x8FydGw;&Y%)ZLd8>Bt#99SY-x0#`VXT
zz7Xqhpt0wr(J7OZk*Y)wIK@#r+iVqMkUC7pu#*L}4__HXRvc)A0(KsM!c*b1+o_`p
z0P!Fx;IYZEAZIVWCd*1({SLa+z098ibe4{Kv`mag-6^IjNx)wrep+O!MmnO=9K=T0
zZe}})>ko+!=NsebjQ-S0byTa+pba)H8*-GQE<G8lBx5wujvD%$%{njp1b||HA;~cz
zQB}g3D7guGi+pIv^+LQ?QI()a_B)CRe>+d}W4w+dJV5C{pxdlNf0+!KrZgyr#Dtk4
z>7Qcw#{j9}uWOKHDGa-C#h{%gv;s8T5XF$iEHi!p7B%Ox7RE}ppP-~0Mf~|typWB!
znBbsIM!eM`BfN+tt322;xukr(oCCtMw>JZ<%8`xt?szb)X&U5YvF^<0xen3*i|Wpp
zMn;l+G`|o~*q~E`R44``xV)G>1ECPn;d|GlE$D-^YI3<;F*wK|0VCmjv1l?HMefmR
zHEeF#OgkHoKJmJ6f~{M3HhoUi%{2gfrmaT~>sGzl{^IlRR=dYnr%$d<E;}`G;8Ww-
zY8C-6pF-WVki77_jMR5JJXSm2d(02zZ1M9~pFg|29SKfF7Mo=W{|V>x5Fr-=!V!hm
z$q2}=c(>kqb9eXqFF${C`x3<W6Rz6(c<xWm4>8`)|LZ^g{lmRIe|+Tc^)qmHe)G+n
zw}1NX4_p9_c8{JtefjyD&w+C;CkMa#`iED~KRZ3WrO*&hwcqIhsfvL)=!IIDQPUX$
z&fE#vHL=g)kJ)X7{eGNas*>7WPVjk&s*6yNri|fWL?1T1`e48%kYQLseLieST+<XX
zGfGmcR+w4jWPEFL4T9EeHaI&!*gKf#i!^v-_u$A=yS<p<{|B{7x6tZfIUV;1>`f=_
zdQI(gG@z`SUS_ldz95FT!^QQJlb3IvVf~tnn-^yX0vpr>?3!aX`1#L%w!OYSoz0JE
zBsw~L^5hDi5`ZfDgBG(PjcO+c@WvRKD*a9a!Xf(>5eZ+;z}BB%T;IKT^YYaj(d0N7
zAaHSU9`u^aU0~Rg0er7cn+r8=FJafEyu73Jx^)O)opyuuC9eL{quJ_UN<x!WBf)ms
zw{ecJ+N_cx&1PudhM0k_#{^4l<>~2B1DhK@5Ump7Zcd&n1~N2^Vj#}IDz-Zof^}%v
z%!V+t@!D}x#@H-sCR<esim;lnCF$zLL8H<rs>5crR#3q?7E~Cj^-78SdKLmdBN>0l
zIuF3D2$bnL5^x0k=RN)2d6$K9&?>5AAXz<<poh_obtCMfh(rPOX2Zd21G#8;{OJS3
z)`lcSm?`o7?|k}e*UkoEH?UDyx`A<_u@It<`g}}Z%!m9>coL#SNd(p?7W60Zr^SL|
zV`X=Q=zpX{7;d~DKr5D;n4VLS3%WH>u`b-vuu0kIF%fC-McK8Xhvd?f(U6<tljSgF
zz7ApDCJ7nx=Cf>w7?vP(g&E!$9*k?Bh8zacj(C%h-H@Rgg*-wWlU~1CYCti=*za*F
ze!y8^rlN4Juw%h>MZco1NLLl?^aVL0`Y{<2kZ4j^k0{!fDKw2b9sJ!q^P4QCgC72c
zCP9Vppx-Ijs<9v<OxR|iwmZR)gKiw~W~k?bjpldbW~OR~?i)}Q`8bw-sf2ec;L_oC
zCL|^b#zOQiEJZZ*v0J1=iDj#0bM3dk`d_SQg>O6&1HaF-$*K{n810kT<fv_8r-?Sj
z1{xSz*ll475=G>=guHG>0;U0;2VfLF%Qkj0emm%vj4lxJ1)0`i1ISOD7PB9|xELs1
zpEu_ASk~9?k#3@_QxuomO(YbELXen%`pfbQQH8Iz@#!aChaK4L&f^E{r-+Tn5x3;C
zG9rqf6Sy3nI)xS?8<Y>4uR*RMTfyx|`K0L*QU`-84-FxUCE(t;-zirI6v5)>_c#+?
zs~UD8zL7ZSSBm@ebWsA$mdk5L&qOQ6z@JYBx_Y*&Wqb8vyQ+4o3J^BTU|9R|k|!H>
z)|6-(qKj!8I{oSKYB?FRkR^D+DdBK;#`}o1JJg*qR?RA}GEgvaH2<s&xDMl`M6pCV
z8DW~L<}(;0!OF8DC-X>)6W|QoT(~sbM0CLIsVV&V{1?PqPBA$-1QBP}Z?^UPpv#q^
z!n+=r7+-|%#dU+V0v3GEzR+tptK#S6ouA99Tvxf$<^YGWRTn0&5HvWw-pu9-*uFe2
z2W&W)fIctq7pslhO}{^-uutaQ91i)se1^@0;=954<uGqrb~cP#>pPo|A3XSE{qefZ
z$RuV$SbO*OUzfxAYPnhr#)D>8qf9AP$R;?BQN#rx&K-2Pd{!%<68nzPu)d=vpx<O)
z-MxNs^I}l%<>QK;#qO3?<3v{o3x}vE1w}%lgcp3L-g<p^_wBp4FP}aq_IP*m<ZN|J
z^6~ue==|{T|M}1Ve6R1oA0OO@`wTq0x%uM7tDk=VQ=_WGS%o?LyRW`E-ap=(9Wr{|
zK6!C=cH3yQJggyjtC9}O;IIxd18@Ps!-*V{rm`3gzSjqDoBO9iokT(gwhGc5-%%l#
zM%Eb&hU_Bo<EsEqlQE~mswinpV0po_39*r6y+(u^?!DV%*K1YQSS04!L;>kTY_#a=
z!4*#=5Q_v}F2RGSm!VDJ5o_qQp(Xo04d*-*`a!=A?+b|vv;FnW$@3RCPoA9Z&HG@z
z;F<P^eQ{WK*#F@d|8w*4BYvvW^UI^v2^EdwLF?#X#;Dfs*B6TcEso=U6VunxJ_Xq=
zuo8@3e5_UnUw!lCliR2B#d5j3N4faf>G8?Q-u2Z1`Wx#u&=@z@7ouGV<Jx32n{<x$
zC#)}7Hj-oH0WHRW8p@Mi4gS}3I%SP8>^G?<p-v7@H&p^$V{6sya(6OcOqy&Q7Sm2!
zXHiQ<Bk?D#NH&y<ybN8dm`PW2`FaK46YbjxG(T>0;@_1dS`c4nZ*R%wks9=JMghf;
zjt1BhGzzI!B?m!>yn9QW-Lu5CxYwYbF?Qidr?-eRDjVVol1nm-F2v-97dq;7Qric7
zl~5sprAm=yhg2@+dbJYT6ayia55kpptJzN{PB{lFJQ50;HaC3M9n;1m1~XE3tf;VU
zGks;b47=f)x)EErospWP+nP*fG8n{9&PTvzO$0*_gm7~~w8XE=umNlem-?{XK!L&U
zL~f30Fi7*Y%Yo8Wr+}|UKrTr=wB+{?MXcpjRD%joaT1<T=(!!|Qf%3HEcoPbso|~S
zo?c3FNAS}A?1%0pg%EbgiRrL7n0c_%;gfNojY#N4Omr;rsF=juj=(|R4Ko8l10Dr7
zdxo5Z&zla1`A?J$p@7kgO#vcb98?!mP{MCxvj%q(<do#L7n#-)>?nO|*e8*^yPwdi
zNXZ_D&x|NX@3W8Z&JPKEj4@B}cD>FPX-(EiaN8Kg2`}*PaoKIA`+#Z6y79@cf!kxD
zXH|*~jODV&x&?$5Er?DcmWwgBm3fuWXhcB%A#dQrXP{zH%X}L}CnVHBfYD<Up!-D7
z={9b#31yaJCb4gP%0G!T!uX1?pN+5~bvq5l?MIIQp-4zwJ8Q<r5BQA$ZbRfWZEr$#
z!=p%ONAM*A9?SMRzi8{`22zRN2@1o@CbV8q`K_VRQBO&nlcuF=I#P^#5vkAvb8*pD
zNmF^ACo1I3gx!@?5Hft5S8y~uhrWgXs#<8~lwO4bZW@SukT<aNWnuvyxFQ9}L3gMF
z>-BKR_v*RXKwsjRZ0fbV%#_>6ByfLKc+JzcNr$wZw#scFEo7A`S!KnXpnW?nqlBZO
z;=rW+0YOVd5mi~RT*{1iVcvb%59%6&cBG|Mc|G@9pkk51^$wS<a;{lJ^q%hTE_Sgd
zjJnei6%)|zV`_p#EmpT!QITL!fTO9F`PM^ZRGPndhxR)<$2V+Wyk$8L;y|Fi5jO(W
zZYW@yuCuD7>fY;d1VbTKh-k({K)}m{f&?K^B&`@RT}~U7njCuZ-($Rjw8|pgYBC^r
z;^4zQ0)xWqFqyVDOh$vzXj)%i|EFL5ieKOQr@v+TdU^Mznk|po!{vC{tkjyM0hC;$
z$i9@W&lvFy0v(){khrZ|JC-d2f>_w=ee?3&&H3H9J+9?S`Fl1#e)|M&lwg=B2a_x!
zEoL?1P|vTQynFuY+4b}1PoCXfT|d3JT<z}No}XPFAOHEMKYzHl=Z}y4y?zFsu2%1!
zz5M>0ADeVLE)NO(e*5`Xi_v0#arol))yrqEPEIc9+Mvb_R{*-YEX8=o&{@NpDUM-S
zhIm7Va~!s1I6z2WSVWk<DwP_XA#RZraNwq5W9Y?o9FhJ%_TGa@vh%#s{2?<VilUJS
z)4sZVdhfkAH#2W~@4c(a%JQyFbvJ;92S{Sb*_CEDw2GaGnc0ol6+;sn^ON@ZivI#Y
zM2iB@-Bp$D-uHXYInPNZLDgWs56C$g-o4vp!bHqbEE)@OcdU}?;&xdqwwjD9#2sr)
zAViI*x#6;tPA1V5hiHyqPg9Xr1M_LLQiwI{8K$pvDwxeir{iY3A(x6Wl=zFw^EY=d
z*9RE#tF%D!)xf%9L-#rDzxtbhN1;Zo*0{KQIa`t}xTfESHQIVLreCsFmD}}fvy|zz
zON&W!(5W09E%0(2E@#YrFK#dHUS2?jSRT$eqF!BJQZ00QBMP$Tb3m&t!r=90ZE<jb
zgo>oNn$hx8;z4BdIp)R={)ra;u^a&?eupk>#x6YbXlU56*hFEY?zSp$VrkbVI=Nac
z0JZWYK=^0fR4t&M1*sQ+&%_G>78|Eir(Pz?$L4C*hffLT+tH~PK*DxAOoKg`*qop_
zKBLuA8a?2F30oJ+V;rgO9&W}6gQS%}4nPXT4+c{L)@nM2yU9v=E9$mpBed-VBW_Gx
zwtfS3(vPsolZl<IASK`|G5lCrYZwhwd4@w?VyCTkD;|yNlnRs@_4Wq6)#M+Med(!z
zUIk<|1}4&pR|?QQ={Y;zUtILi4B)!6?cpBE4vGpJeDdg73`@A1$aE!wU=XNMw6mol
zlSp$78z;s9%Ev)-5ar_w($n`>7zJ|+79EDAI7!S{pjJqc_~W1XUEEv@C(sz8<k3K(
z`kevlZ|oMIS?4inMRSnJOw$k$3?Y;_t=R2|{{dczx*5HUz`HPq6X#^gf|dqx0!0tS
z4S&9Ie-~&2aZuDxiWm8s9;1%G4yN91Qsp8Zv5+ytK!ArImP20nmB?)folw7W6ffyD
z_`$qJb;PCzvmaox<)`&nMCG(Vw$j{<ogOLzej5ejC=VGRYK=MwDdIAzHXnYV*?wBh
z#Ccjk#WFTikYLj(k!Y!{R6Ku%<BMh@f*VM9jIuNlIE^NYO6N3M#4D)R+Vw`77<~>@
zLTfP<2)T@g{T=Q0b26L8{cYH`1XtNf`W+^CXk-NTH#Xtkn^ijo<+j7b%nWgY{vd_j
zYQ_g{(Wx-lLn9$jDVC*XFk+CwY-Wgi&j@L5m!)7P<bpVX<(^F!doaq!1!KaDFlr^!
ziaRSSe)$4sx;Wion--H8B5WxYEmN3Cxr5J+SXq_A9wS9mY()JDkE5Q6)nq26L{5V0
z>EozU2U=e$wd+MnSI<}LVWWjEiBJs@SEL;=$OS-zMY16qA~Ll37MGz`y;;t|i@@|g
zoecTxWoS4`1nFNOXT*sKWe~e*F)P7VEs+b#XQ;V`6$Ye>-{l0yL2))3GJ3H)#4C#y
zIUctAJ>raUpnn7;lR;;|ZlDsB&s4LRDx{*|cW^b}>xzZBx(3;rbCSb9;Bi{1R0E?&
zO)JjYa+%8_hm9<(dlHT~IXxb@c;M-^fB-$h1IBA>0xPX&R2HlcdRYxl2LTrf3g{Pt
z+`O+*h<z9I3A@=u6%-H3Y|@*l--aS&&^>?p_|e0MwOa4?^0lBbmYdVzyj5+>@pLJb
zONICx(v=W)8qBP}^a_<lV>BwY)ILIZc3CaAR|FVu28}^6k;+BmDGuM>K)~e!FzB+`
zF{VU)9=FAklQOTbZoYm0)y4Yi&CRRx!_|7WI6GWj9Ieh*$N&7F|M^FK2mblN{dAv!
z+mn;`uRmq_qPl|p(Ai@3?fY*QBRYOYa92Kg_4e%K2KTAUj;^owI$Sj4*{x3Q`x%xO
z)ENuTvJ(V>h4i|^<8xyG3#JosW+hZG<};ehDBKwh+is78nu~ZM!P$%E8^$e6HwiLC
z5kDP3R-2J3GcHEBmeN^1j+t_$dOx<|8p}{N#Q0SMw9El8m*}>N*=zzCu~N>F4{A4a
z#eA$>NjK`5ql0dvD&_O()3b{exGu_nMuQ`PlAj(NPPjbgvN>F)zxWUTjz~2KugQ3N
zclUO+T2;z<U=QO_lT{PLUAvN53R=F*<TeJeP2jQFLL0?t#tx1qZejN7L4eH@6F59R
z`t-9;&dyKIFVDGL6JZ)tI5eUfq)SFElL%tw2b@adHh}_wtz1Y6m{;T&ekzP)9FR#h
zGG30T@M%`D(_-31rX(&34|O=8TrzjGUXhSw?80~hVL(nr>1;|wVxSr^^imZBmx<Fo
zVaZ6)H}1EyY=Hn<RBDs)tk>z$aLG8-?J*GX0DE8(Fp@!Ipm>g8Jwf$WHIFt21d^hr
zZZ(hjgcJsd_<++QY{M9XSk#0G>-lib6O%;y<Cq`ELlyFfAsm{6=()D?qB4(dZ9JuG
ziK25X+(v3g+$0(8W)18wgH5YsJHW-4&6Uq?gEo)toB@VkBpJbF$ZVW|Gu-#=u<ao%
ziTPf+`2?>!GyvHCxSJv#A3psc2q_x_lE<c1GrysK3h0vC$!3Oq5kyv_a+k4<eUwP>
zxg6q$r^?4>0A`hq1c_Awd_-EM3zGW~UzRpQuoa{r@xxP;0}9n^($h3VWwLH}6D~o9
z9HN6-Mk<?a3_ARH08tr@s5oT1#k7Efoo|f{%C}(9Lcb%)2&Rl88>TO66TMa)n;cOg
z1RsFFBQU5SGNqRl5Ckx?jjX?5YcMqht(uTo88E3y_OTAS-vS}GQMJQ*Clm#V4_i~C
zq&1024@(}9Jzf-)FXkWR=3{Ci!6sm4V|-=e<&GOih@@qJysSnI6CTSwlP59Hd@@y#
z@V0xrW;5z6B$HG)3g09d@`l}(Mu89_)2v0mx2@mXp#s2dVV9+$5TSy(pOSHwmKudw
zy~o36NC0d=lfPqQ#*_urKv2c#nR40Ko&rZ!ip{4bMExahd!3HiJIa&A!^FxMaO9#M
zF&lHS2znuV;7F(K5zrW7Gz-0a9Dtji1ra$P{8|iSIQIyR>XqA=_jq!M%>wuW#U>`M
zT&gA~Te(<64)GU>>sIANJ)3L_`94;VbBoD@K2^+(`8b)%0BKVQaT&soK_|!<$!l-P
zQC<$xn3ym*=m8bwG{UF8m`8XFm(t;agiz>WG>yY+C7s9{1I8C_F8&0TERjWw@>Wbm
zqL?ZLM9=F$VZ@QhUx#_vBCeT^RSGh@FBXnIhas011_H2OlXj)fnk*iMjl-v(S+Ub7
zv!p&fUE_op4{)N<GutacaLyI#jTZI1$&`eX!^d0B16$RB3PI%%Z^@wF&wqz7M&#M=
z7Je^-hQ%1&sX8&D8O;hdTzgy8he5HS8;G2vS&#2)OR={}-!^+JwOak;;R7@Rdh9RH
zUguMVdbw4UOLBrmT`24kok8g^A$HCSCaXqoP^g){__g<J1J*sKq|@~^yRT7eP)*5I
z^5zVa;RuWrDq`VA;wt4h#;;-~cd<VC{TE+d99`Vqyk5_jr-!SP#UT_*x`+PvfBbp+
z`svOmKki5V`t0n}SMUD#%@6%1ALioa>g4M${s3qAXm)UWe*Na<9VGb4a0Kj=Ybo9k
zpO>|P8vz6wC)hw-S(F1(Btjh0<MR5MzwCB+Rrr)}cVlcoEW>_8)io@yL=veW4&NEx
zJc}DQ_n>%`T%^pw5{P9kQDrL=3l_OB6|$WE;_*lhFMToB9}Ozx8&h#P&GZFII>^dM
zcvF{?dZSGKv5=Ff3Ga3)(@ASM5Yl9~H{|Hbj5HnhkST`)%=1-*MHEky(fZ3@{LP~W
zAG1)pxxPRG0FH{Utlp^N=O^tv>@_ARpY<GHvybbdR_J!>%|`8j{xRx~YL(?;_U+f-
z0FF35TVK7neEIh7^x}Lp8FxC3v(r_7(9h-R*RD`;3B!j*MEq&A^fExAOio8VCM(e0
zT#)H7BFkB0tyajk8xR7*3~N+R7IIvBs|cfIy0%42QE4$7rjs$f8kB@T=Jzu5pn71s
z8+O}rA`VZLf=A|5(pBXCaPotyxVpNY%;vrRsMW-UhIzMFC(cl76qs0Zgi6`m1cV$H
z@R4T2i&AAv*=!Jt!&)5ixiA&8DZ;mdslLsio6j)vVkfQ?G9037#XJd01WFF?Ak;iA
z;0?Pby+(}WFiN#*o(hI%?d~p%AeJy_6Po>f=m*%Sn3}vc13YliBxuyxwEJ+T_}^?K
zkV8Weqzh^g2`AdPw^DSZ-K7d}o1w+2QvtSM)`B9%nv2l|-3`fvT?aD*4i+*3pd=XH
zSe=RVrHjc#G#2610y>IqNn|I39Jh6B!wShT!wK#wW=Zz6ZmS)XD2xlEVh7<2=M~0c
z<`cbwiX1K9)QY!Uvv1korUfv{!NF(8<Agpa3qAv7)|NV2Y$)V5($a_l46m0fWY+^-
z$GlFX5M4IR42X|1&{v8lH7dfP(EbCWVO)<H3?n^8cgprypfQmmkTZjYEX<0~O>LN$
z+$P$t{p@paxPjZpWklx`>Li*bNd#WVY94K<EGHwXoekCI6H=1^>Pu<#I;zYe+Zsug
z@}kq}DWaNmK)b-q0yU*Kr;tq~n8v9MV(Nw&!Xik7G3_QiU^wfX6mD8fAnQZCAiK|S
zAV@L#rak(-4fv=bhtXqJMLagfFmjFpCKm8wz=pR5-ki)S<)pl4fKK3_Wcw3f7O<c<
z!Lh=t<Sb{TQaauz#mwn|bBL5+n8%Yw+<@F7N+^-f9K*5G%BhRYW721Zpv!+mWd^#}
zp*#XJ6*R3xpq7r*v+)x3j>!-ZU<6Hefc$qk?CMrz>VfWcz~ZP=n-AG0XKU$XA?k-p
zf#sf;pa{c-tSIzChXvCWAItf4iuIifQm@^tQ88NpeCI|YWTEPFf=ZwyNakbWcL|&e
zy+Zem+Zpy|D8G<fsBJ_SM!uJV&RRCg0t{>C(ZQrtK$#D7j*_`N*2@_YHEImoEwU|;
zC%7t-AtHq|8Fp}kaxl#0Ig~_c=q7Yh<uI0qy%W!*Gq_7>+eTpybAoa@{Voqv7M@4A
zzl3X}5IrEyF;)|r(yD>1!sKIY$Aa%*DQ47>bKKp0g6oUVCR5q-r;pT%ZD9o4-`m{S
z*xlaQrgZz+V;CNn=PyeX235Oq3c(>2boo-zG%?v+oK2x!zq?~&UfbQ*?<tH5rE+@*
z-xmYee0=!w^7VkIu9Pk%I5ot?k1p}y^FXP=@)@BP+~uxh^DizgfB5=~^VJE7`-9ox
zay&npF0PKxaDx5k|Mc_p_2ZsFe!7qDs(D4)_lK{)KN#ZrOdl@~-oN|i<luDL8(*DX
ze)jg0$!Ni+p9~XytK3zCL2=f%nJD??lWyl?&QZ(l_G9=&BeI+A@E}2|dWd~_JzPj5
zez;!LZPx>kF#W-xkNzEOI2_Y#6bAXdcAWOHIM-H>oQjcHqZ=Cc7yB+mGA~uUlz*qw
zk!XT#7@@&f#0!&^@C-M6cKAdNd&3^eCtwFAC{Tb{@tIP3J<7E~Q;a&D`h3=F)aAvj
z%U7neJCTq)PTw#8=5HQ9{IF7%Kl|)vHUq;Yw;ENf^7t#xFOFW{y_nAj&1P|VFgrRr
z;D<k0g3iy+XQTOyofavi8j>QrIHs@Rr2FX?pS^nX8mb0F|1sRvPH(<gGBvU1qR*#T
zDC27<09dba`6@O_xnZw^_oGSgNj^*OTe(=q-BE$E3izv3#Nv;d03vJ%vY`W<wdQl#
zS&?zXCT0jN5+FIpX~e-UzgMX?D^+kBU`kn`RdQ0Zk|UA;{FOBwaNFbai*|QNP4MaQ
z;l<g>Y&?|`Vt2yqCO{2QL5ku&P$}RPj!XyrW(DS@N8m}BQmBC@Srvv&3Y$y3pvhPS
z827z5+mnvr`3TbP$ZLELow69TDyAU4LJ83RzTbRgR4dKOU3z(#ksxgfw-qLArv(G9
z6!mF#k+E2kXxL+<0uJOqbUijAX*lhmU`>ohqRMc8<DuV%<m5@fkhGc+v8+0L+740l
z12|3u8&N$?s2FTi1an@HyDZQuFa;4Ogt(r?VHkpxsb^k71|>Nnl8j>a<sd#uBSWWF
z<F*8RHHVGGtdj!nxXUI7=tC5iBuvpPn!Nay@t+5r2|s~Hh9w6sddhvM6il#zu>(nP
zi*iF@LKY=H$hG{!W)ET2XA%oH(suCTvr!1BKC=0o`gts9SRw*x)kmmRQtziJMO5#>
zz9`1SPMyZB6O4Ka0kKpC9gLCQbkHk{QUE7IveN=}7XFnNS2<fs<{TzZUOtkoU{{Tb
zEe6-!ji)dzQ*hsiy67~-S|j*1h09Ju0Rhi8U<#55E|9Gj1K~to9eNbVLgLBc<p6!=
zwV08kz<JScML<$wy=c}m?jw>j5g}-@eDhlM1SQy{;r_B2HF0t{p!oL{7PT4-m#9G}
zBf0yW#4E%Ki&4*JCMRd~8u6~+c1*D&V{?a(K{CM}1|nRUWsyX7z(wVv6an(!1sH;P
zFXA**siE?-?hB3aQs&a@`E)%Sw{c4*!ZkT@Jfi`!P|2jQRh856PC<6*@$y*<iNK6P
z!A@g3>><8WU_F5o5x=LiI(6Mbq%KD|1tbIX6ySN=r%bxls1V8F4Ns8-eyv)$#MX|c
zY7z=0JD{gFabt@AO$qW_zzcpW6^)U9<U>jWSDzyryRTF-E5>-;<*Kt7H#n7WHNelw
z(u`bfvzVO@dRz@)isf-*KqQPy3Gpii`I%NSQr+~WQp#2=mTHxHIw^HJ{fwNZSp+Qg
zU^M2)#l;iAHS7q3M(49Tyukg;7RFr<z4o9^xF}mi4jD&BwpgQc8`utQkVd^qvAeUq
zxvkpU-`ODBs8lJoX=+4{eD?V9=El>ljc5DY&o>``jJ@RS_zG)=;C;0wsi+k3U^Io8
zk<G@kPB^QIJ-b$G1eL$}+@RPusMMIdlHthV?CA3NYSbFmvZW5!OSxD~$w3zlUnZZ6
zMza74yw3&(C;sa4{EuIJcD6cui`n?%<$3|^3meS&?fK0={nNkvbZ^f;Kk^^-Gw|-+
zyH{5)zkK`Y)zLwtkUc#(djIxI+>aDJoF1LNdHLq>;GF4;E>-TDl<N}7G8qk=t(;aH
zQx~85dwQxH%Y6vQx)mw~mD*lLGWuTerlJ*AE4faqz=8$(5sUd8XJ)4%j06G(&})U1
zpM=juNf^)rN^s~BVn6|=%&%O$j^nh|OiFSU3st?!Nw8c@Lwk@R$VC11dbQJO!lUjF
zx?I(v=y0}9M(C7DviM@4Xf-P$l2`;=+U$1P{lSRZMM_cr?r(qb?AgQh$?WsbU;gkP
zzrVe`A$^F+R+KGv+mq?|;AloS_juA@t(N3BC&T)vUj^TFxad#EZALOisjQqlJXqY^
zT=x4-WXE@(yuoaLyjmeC^g3YeQy{{|{T@3$jOZ{Dv)LqYiD9>eQ3M0Z_0{!iwI--Z
z|04!nF0;5eIM|Y7`YT1B!#39XW~0pC8udHSS!w*C&$r2l;I-6q5|%g)*;s(3SR&-{
z;usqb+RNFnOkk=4q8|cAeR;3|OSYU2&?pb)6WC&~8a;Lj(}OiE_lX3_M*%5~ag(<(
z4#LRj)vK7yFi3-1WedTAf}1RaD9D@{>fI2GaimK)nyp2d(4Gx`8ZI*S8+d$-1~a!B
z#pVv2U68r72vJN)x3YF`6O9ZyHWn$nUfHi?c}JMl^j3@dLiQ?E83D?IX@{m1Oje9W
zR4(cjSd5ew?LMbv@CEE)49XpgP6^?P9_kbadpnF)6MaUw$AuUNtkp@6kApU!B-<X7
zf!G~<EnMaJ^YMw1J3x_y2+Gic^9uJAlN*1_uGc#$eDv5EIgk;-Sdq3vjVq&*!+v)=
z_?p<lk^fk{MBM=PolJmnk0Vbj5&#E`RT|7%bRjwU!-N?bU>vj#VQ4q$Goc`JAWIe6
z1|v?R&#K3HNL3BnGn6~%RWTM~etXcYp?Cn;R66L`fBL{e3$|W^%IP&}@ddFPWVw{^
zQ4MLP_)10-HmGn4@%$?`pR!$HEymu79HP%*fwWJok_XFAxc}tw?!yPHKd?6=K{5qF
z+9&To8?t71$E;JMi}`Vtb4+rWy%a2xMDQY3!fkW%x@&efDb8kH%_0s<8yJ79TB)O@
z$fV~vMEYb;h#ih^XH;xspxS-@7<HJ(jtXg1>}j`mC=o=6<h9f9Z<D$3yG#)OU>!qc
z$CKoD5u<Q`(k(FU6w;t{>BuO^QU_^1n<hrVgjdbQ3dta02h38rWS~{fjGE<1tJ*1M
z8u?@$99E%NgTjn0K}rnkjb5cp3bju6BBh58xc9_At?3|xx}#A{SF#c!JMSp|3??+u
zS>QIx0c*w&8^nhO8uOZBUNavwO!BiC!&*Bl#m9pIKpWUu_^L=)Fp#sP#Zi`u0$mA{
z9l~bsb`aeSq{F;*9egij%nnT%y(;}l0jK_grFgr{n!b<+v{wy9Vg&wJSI&on*=R&v
z2Ung93@<syFov%HIATH0;_#pK>$vfu&P0PzIg@L3`%q_+QmjqO*>Ef}j||jq7gl^0
zi9l7^LDFe|FIBMMG7yO3EP_b`{trQQcE&JQ%|;^xFoWK(wWVMurdKP0PV8?z1FyHU
zxvAV&sFeG}&&_(ZW^a>$@bdIkqtMPL^MmF<3dJdTOa>zPcqZ)d`Yl$sQO~4p0<El6
zsCRZW`%2nJ<&?Zy9$y__GJSO`?R;Fy#wdy{5|gCf5ffh`!l8lb%f{aI<;B^bzx(>;
z{Py+DD<&=^$kPQizle{=|L6blUw_nh;GZAdPxl#sBmegH4(r$5)onf{AC9M=f>XGD
zwVbXlPp)6xyg4~Khizjsp;@@SF7B}$r_6W^$UdV~q*zT!oY%>)IC1g@0kS&mUZ<N2
z1^-JWcOn|@VsAnjEEFSji(rc2(uYf!2s!`Gofq2%nwm~a^9iy^MhXMRiYG$_LPV)}
zxhPF0^ltZ3DMCMNY<zU(u<8i;oynMwHd=Q0bXdb{MG=Fo1?i9h16LWsAIA7rqqv;4
zmHW>rd_-)cEUi|p0(<`T-~HXg2Oqq6dG)71egDnZU*6u_PAAjpbS!8OjXLCr*?cr#
zBHRrx&QF+MdYu~D>A{TB$il&L07#!b7&a|-dvh=p!_H{jySTcXOh@b0!SQ-M9SdMA
z%P~Tck3RmGvm{OBd~rI7I#49?sp+Kq)wkcy=S%$d?RxoeIwaCqDho6#aY<HMhjU6H
z@x_P1Ur-*$W{iKpNQb1G7574lU3?<Rm=IbndJ0P_$PZ|mOm3Xn$%-DIoZQ@8!~4Ps
zb1-aI^H~;zJUOFI3(S2sB|(O)qj9oSj3r!F8-08%7nuV~ya;62Lw+`C2#Y+S`4pr?
z2bhHrVwsCyj(Q<YSCI&)SqyBGSV};B*QmAR+;N~;v>F1T!|{m4m41H<3<9egh5?Wf
zP!SO6PzHlGeAg<h@<csp|BcZ@<RttU0$l=87W$}RZ#&?y`|JQh^+K<7(B9(YrXO+%
zasmz|00J1L#0}KT-7rY&jYMfLBRzyEwE}7unj>%t>a$5#5`2qr!=?R4)adA0Uco(p
zOE38FW_;#?dJ1LBK{UW*av3zj=^gQ4D$6Ip!I}l>%kPrzhaW6eRQWI~LS0}}#@0?k
zgR$Gwp&-OCwp+Qd6JBVIR#diA%6;)2%|_auf@Upwy?Z4Q>X$Viq2!Tto;BsMWCQl3
z+sNp})R*vD!Ztk^ihKlZ)PzJRh**AMc9Ia?90qy}aibA+<L*TY4?2_Eq_J!Ep<$5U
zhqeh#fM<hOu$T<9#M^)T5EKCND-$D8M?#$}vVf^#;luWWf`-D#EJsR_@eE8S&oiH1
zD#7q;5p%#o&$CKURK4>&iIQcr;T*%dkL?XW2NmQlJ$O|$Y*=P5NW09#^cJz!!`RP0
z&}Xrzx3~A7J;Sb#5{iwG4@HE?D&<Y7FbIq^;JBcNr?k&`AQ=Iob-G%P+t5t{vtf78
zEPi=+f-@i1F29Sjp1sq0Jjg`@4T@jm9x(N=RlC&|@c4SJNZVsE5n)q0Y*u*R!gZ<V
z;$_KKk^Gsk3nyDH7RZ80Fd3W{`a^NtF);HgSTa6afL9hxJcheMpNjdX_ZJ1&%e69l
z?<rnZ;>Os$pv_X_PBnZXl>k+YjGGLBobX|Q<a~tW4da&&&VAq!*o(iA3B<z=B8o`!
z4Bq%Rk}0b0^PNr?ZIE*x$x5zvqdv)?dY7IKiZSZd$#{HpctE2)BOI^`VnfK9KxsOI
zVWrW?l`4bDj4NYO0_zL9-fpv4SY6sp8m#xcO7JAy9+$`CW&uw45s4T4H6TEY_gb|U
zEs`CV+v8L0si55B+GPm|=?nJPqmLgc_mz9QyDENXb3?ti-KaL#2bZl1uTQIA?<RwA
zef*h7ypqa9UEYw*!GLXtqOZ|H)<vlY1jp+sr}M<Pu8z+~?O~PUV5SKFMhX+{3FHz4
ze*>u)#!=RdR$|nUz5mnq-(8>GyuNyQx;#0VpRC5q*B2KrFV6qvU;f)q_xAkrBmc2K
z19#VVpT7S5<<)EUCx_$7+v}UVn^y<(qw|yNm$z>LSTTK>4O(DRSUMec(n?k_hFP$C
zk#38Hg0T=Pe}t=kARGuWPa#c85l|FKK7g@E41J8deiV_5v@vT0oY{cH$?4N45(SKp
zJ(N(C+2?gt3fvwYE$kiWU^q*Nxn)VPnIOUES(%aaj|yT1xoI|FRP@yAY3hnFgOv;E
zZWHf1EBUD3=Zr=}h>7i1vEMDRwu(jktHU{pAx*UawvbGJ{kOl|e!hVV>+bdCd^TLI
z4wj2~t5pZbIvo)dtTRNRTn>ia^?HFmi2b75$Pc>J;ix;N+=%f8=PbHLr%F<hM>n63
zS+O0g4%!`%ur>G?41^q(vAg^H0el-c?LoHUiqED}9E$nbZeQJ8T%HnMfKt|N76*O6
z6EO10DmGqRoQS|wyVh=&gdwd$gVJm~8bf4F!7PGl>n1bkL>#0Wktd`A=`<0A?Aq&g
z_+FW`RAs`8N7-dz{bd-fWmENnOem{Ssdm7VC6SNKxcRdbMg;<R^y0xFh97J=lt!_}
z1g+1M%L)REEcZ%aT=0yTe7Ho@jZ0HZ*k{Y9!#QqIPP-sKkaxvw|LmzruVt_yi`VI}
zLY&fANAn*fQloOqgpoer54k<i48VW+NM7;3cG>_9HjM(&ih4oRv{-;i-VTz&qE=Be
zgx&;@3e}9191A7ZXp9OZ_;CI(mf&N@7sM{YMS&43SsMkuc+AvpvmP)kV;G|j2q{?l
zq~2KO2w{%!BR3D5o-ZN{C>9OUCn9DDT%CYC*qufLjWaloK#ao7Cko1U$G1;05QR7l
z8!+%Sn~%Y0aO37L7UF?oBE&q2;AmwRq~A|^O=+(!$41DciD2sjSYgmYRSg(bj0$8J
z1MHB^dcQ>zbr`&QWzuPs{jAy?`Iw(90A@25Vu0~oIxYBC(vS#bf&fn+x1GjG8~6`C
z13AWSOm1WVy*6A@X?)-go<nyg5=613S_t+oK~yGHvr2R+(jdU&0>QyBX;SREXg{YC
z-GYM-!52@Nk{35h$z~)%4i7&x(NvGw#AA=rP~djcbz{(|L(Ib#1I{!AW!8GUWV|T+
zE3Y!kC46*5COsA%t20z)vvQmFnMp~lC(Wc}BrQ}L!F$0<Po*ncYBsjCQ_&4dt^o`k
ztv!4kj;7s3zg?A66!gqToq4}8ZI##u775q6tu@LRg26$JXtGpD;+zjMrS(hMVk}yW
zC9)Cvm6AC6s<{-0Bux9bD;pT^Gto*aTmp|D1(r)nlnYdVT^|PrUJj;iW?GDeSxzNF
z+od_w&j{3Gd&{w{%9q5<ApViBMoB_C;!H)T1`s7yd6J|wTd{8sh4}2iuVahIXKglU
zQ+>;mT}%f%bdDv0gpUyD`7_jSVxge&tPRJjki!)Kua$C&R<#1JMr`<NWx|s{4o^>3
zvvG5Md<dD4l8*VfO~d2i(NV40isPiJH9Ea6!T~#ATpb*T0j{#tM6T!iF?YeV4`b0F
z`M_~xe}~us4*b3CUEE&8QFU51b}$x@dt1BDpMmyLYD5V2(UZrI_xE-US`EuDol3d+
z^l37lIbC1EkmD(#`8wcqk(tgW(!3x(tKDm|m|!WZwOYE0SXT29z$a-iqu8GvtS^sF
z0EJcM60DbECf_PmBW@VZlrGV~8jJXZ@m`K6sTltA@BeVVzPP)7eRXuP7#v(2onNm{
zP7e<M%YXTK`ueetAV1;9_vY@CufO>H-HUh3PpiT3#mU)=tDE_F4*QGF$MI;6o7kk+
zftBFuLF~?La|G~u;mEMj3>XmLPfCc$a0UF(w6K4Bo!+3w4|gXTjG;7g+3~{xfFs)P
zQew?=gnB$|I02uNSR_Gd7ie*Zi5wpeaA08&8&Wts(Y<K(#a<BeCKCZDUXT_<2&q_#
z$HN33ha7Gz>0!TxLn9dl*_UFpsSt|<3*~jPZJUg7%HsqhRG8~^>fLU=3+|^<<e2!|
zU;gcrk3S+#bainAiE9Dabv|W>kL&*QWU*XM8)O3~!^L89xL(dV_hRKQ%k?UKl{uiV
z2g~t#HKXhU&p$v_;D^m>Mf`#rSgRbLoS`F>OVI4gWwFkxVZXlz&Nq<iNEp;>c{+*S
zynT7RUgA}2R5I1F+=h7HtaFXW>kA!XeXvAr1Yg$eHL`LFJ@8<$Y|v!M;TL#C5)YIm
zbDwcz*ean=$Z4GL#T@L`D&IYaMi>s}(kVh%n1R^{_FGkEMxL_2w)e_do5`g6Jft5O
zuFy^RY82q6@SKFA<W+IO6=m?E-cTSw7|Q1~!53wQ0VWBYi^3Fcka&>6AMwLPy)IF2
z?RBAFKoStGh?&%AG(;10>D8=v%$j|d)o3*uv!bsVPM1Rj<@UGP?GTRh7-`kfGG;|Q
zR>E!`yUAfO8Pu8-T?q)HdJQWwY*%404i2+HvCX2!X;9+MV!FsiLj`uJRulGbrvazE
z4LK5h4R{nTDRy&gU;tBK<7dWznuSnE7?5Hhbik04@*N}gZ?c5Qk=XKKu-lD%JHf%A
za`B$r<sg>GPl&9>07DJ5$HeHUGAcKLSENG$rZT=Jsm2I(;Z7E4W@aQB?0g2bmqJF1
zo;lNHBxUKxfgiN!*cb6&Q82SnS1Mpf(E~HZP>1b}g_zHx<Cjbw56-Nujj-Jcl>*iW
zo-6SXe0IoGE~5%M2M;-5H#*EjP2qLG1Tzy7L=j_xLE4AUfb*X?0E110b|*TOcQ?@=
ziEQ9pLJ4L3V@tyVhnEuX88>4yI0BQA|A-lkv@4a#Ecb+;KNLcWl*Gmw!iJSyqKRHe
zn~9$d;6|D)rHU-4iOCiN0dsgdLRiww!po#0BdNx2M{zlCHWWsKY8Uqcc^#g`dM>Nm
z+X5-Z42H~CPDiOMt!C5Eeb=-8YBnW0O|=h5|3n}lNBsFHzd~&A$Y!z&h2jrzeu+7t
zUM1kbbXulhE9hq3$6FM;B3?e;nYk3tnUVH*Ol54kP%y#iv$5n|hJPN*9Hr;vHE=eP
zVxTFT<mrG?CEy-7$Ar(m%2mnbv_O5SVM|MKIAHH;_S!U2pB?WRjxTtsfKeGE$r@L(
ziEJWR$`FJh$x=kN<mCwaocx&qhSy}I)2PLQ0YWbPNw1wvBbbyhJHJ#sQp)j{GA-EF
zo%U=xIXYSsE5^n-nT*So#$?zpWD-ZK3BHROIO#^WTw_>k`+XuUfy;|#A-9|Tv&!YP
zbEvXf^bSD5jDS4jBqogXpYN)bqE|?-R%w(<7$KXRTaY2NS~jB!<?b$Gv|?u$#Fw1`
zo6p(S^WBYS+Z)fEcFz^A`&^a6kdj>DZIB2<8f4z5`ZJI~y4UNiYPDuZyxdN`775a6
zGC`<CI=ntw&pN|Wip*6S;(fDF@jF~Trwaju8w52Lc9T&~CJ`L}@lXHw`ugrQ>#hT6
zU#Em0Z_h4nPcQ!afBk=c!Z+uiANr5{8F+Dh`_=oe-@STA9C+CqzC68p|L*<4bbfh!
z`GUkschYUP1EN0L%^e@%i3k<BHaqMlyW^fr5V2sk=T^nm#BQVW5rY_tP{0imCjjUk
zKLb;iMy14HUS|eq*Zf>3@DfX46BxLthV(#U<T}B0C*wR9C%;4_>P{rX%n-4tN0LGb
zdIrNjto5vz5G+g8Y7d8f9imQ+zMfRVho_UsSw0&h9z@cRnX2EfLAfs%lA~^I+yl5(
zV6{be4@CA~|Ki_oJo=b}=jj<a1GGLthk#AW;K#ZN{yl_;<zmcmwLU%W4ThY1@n+HO
zh|&pso+}D}Y_*u2ovio`lIGy3@$925mMhr-9<y#^I2zRnGS$o7P8BnMhl4KTS*-@-
zA)Aga=l#pe6Z~WRR~`bUdj4*sMpb2PH0&{+ilcG8dUQBHIXNIZfR(G;YGhMsgh9^8
zW}PO7GdC2h7xR;DyIVsTt+gr@cKERFtL1#FQee*pCk==_$TUo9{9g+ZkuO^<3PMFJ
zgm<f)O(R)SlE{XK1zI|hV)_ch(RSPL(V=n@QOjVpCtc{ZWg>`KwrJ3ih)|wrFQ!5$
zN5FPj!eD);8<8;@!Xv>t)z)*n$v{68d?%zgnw3FoGH754=2p%?753QK@B~d-%l?j4
zy@%YxyusAr6+06xa7$u$*n-LQ;eQssGP)XRBf8)Cv1Z{<GQ)}06PZDqnW+&SmemT1
z4@)83K5?HD#}|J9n;KsV*^Xg`u>oupNC74#%7n5(SIBDMTcGNu5>z*#Y}x_(GtBU%
zxHaSc0-c(R1UtBHgf|}f9S52-=0nQVdyHzaufz5z*j&1xSr-Fs;Q^^id!Wy(*tIHm
z?^BZoTrm*LND&s`r@2gE)%h`~7i25|K*690OoPFa|Hb}<U7s*2t2PN*OEk#(tDJ~I
z9K}md$7M0*m)ypr$5GCt$*vTrH1IhguJh_Zt;ZOK=L+sF(E~aJ*@GcO@=HKjUAUVp
zu=IU4fve@4GD+(8ci|zR6q_|_K)7~`nF9{CG{zCYsN`N5WqCJP^(x4j>fJq}reJk3
z)x(!SV|D6v`_DHtyZg_dY!H@2mt<|oB*Qd-SPWK`=N8Bte@m~}W!`4hW>W8Axn_TD
z(rGH`6jK=*rH`J?fMZn87vd4hU+D)Y`A7nVq#<2bxT*mAF{(j_U~q+$UX+qhM0(}a
zq+4H%#<&&uIm?+ib60}`)&jgcccoZf&1RHA3;^C$3d2UB+bA|Fc~tmnI*Ok^8xJ+)
zL@5!Bc<uNZDu5zD=Sgw6yL3V`Ns6Nry=E2aQe%4UJ`3=Ar3?;>I0%K>$*>zXVKEcO
zg4z;iqD(=CLSZaQ0Wz&%CWZu+Guh>ED90cqr)if6x(uUMnUWslbr#Fm^7E-szm740
zfh|P*8OfFSE!2%xtxBUegCBN!#z;J1@WU{C5WZX=ugaDDhz|SyIG-!E+dbeAu(N0(
z!F2}UnrH=^E}AB+G@gUSjzn}CjnnR+_?^mo#w+sa^bRn9IUSzOoqe;_vA4UU*YNUf
zW7&HC<jIpq4?umX_I4kA^bt$3y^W_nm;d_muHTs~=jZKu-%Zn5IEvwszB6IA#EhcH
zm#Agy#Wvff)u^_&{dRjUkvbSnZjaBV?S3Uq%SJArkgM4eX;IeI5GR<v0<_H;bySVN
zd2#pWKmIQ-E?>PkyJh-XO%AS)FJE8Y9xqn^*MIwef8;mdpC8^&_!)Tj;?-B5eE$B;
zr>S^yHCntpfA#*8Z<o{M%>@p~*S+?zTqp{U7p)>b@{FX!Ofd*D0FE3sT7#fYIcy$S
z6I@b)Y`<VJVN}Lx910<O5rJfFPAn0CUyzkqz?IHOE|)VY(U(G^OF=UkN+e`KtJO#n
zi|<k@<%;xD0H274v$P&2B2p@5;nwW2Awkm8OC+$<8y3q&eimq2xWy=?mE|Z`tYV(_
z9JH4J8ABAzRz2Hm7J98xIhU+g@}&|`uWG>Ke*Dn~4?p}ZU;pHEJ(~`e%NdQ{P&S%%
z0s<wR9?Vooe&iSDi$$?qZnM3@<=d`;Ivfnzpu<K0Ef7jl$rfcp!`|^~aY>}`>|}j>
zaI_j99E{gYPID%sa=%lAw9f*N5f0-ORxT#DQNPyfR?jci?Ab7NFp`b?T`*u^8!5De
zkj>qPL3B15!Cb|rzg%Jg?r>Wvq%&n%&c?$PInI(JlSo!jTfH8<^y}qp(5y~+EnG9j
zOoA|4(CcL0BC5ct8FoE(`VI+wAg=5Oop#(`oa%|Pvp3^xPX3?MI<O(`=+Us3Dgj83
zWFm0#VJ$|itjbjR_yIt1&&T&ppsx&1gwU(oOGy&uEBscVwegBz{07yyS}jr$pKfQv
ztlDJ)!QADs0MGQ)@}fu)&$E*(q;f|`m)y=X7Bx7pTt*!nh>**|ehGs;JDDKHs)#4f
z&Igf*bFvZuf(Bv(=|xtq&^Xy$fK<h&6braTM;_K7+AZ-z6X)kVU_)JE119|EFdwSP
zkj!=82C&PX^4c8gU3j5v3ek~q0b%c_77-~E-~j8XVlqUuARTZKeoXtQ7t~=VL%idu
zKyU=T9<)&PC@fMW1mUkn`7U1Y@(7@2n_B5HsH0T;*i0$EKkjz<%{uA`Jw~NluVVaT
zV@7NfVg{iDdXCV-SQs)c@*VT>C>x$eR;tmh84ZIz<3X`D!5feCi9L)bhizgtR|xx%
zoCNnvD7M@qp}|w7Dmc1H#tHm;UaL9k@nVwa2WE<55)RqzJRuCgq!%Gbu;NhfZsWb7
z^atWoHW_4F$RZFQ9X|uBEe1J;VeQ_QdT)mtB^e5z9Y=aVwe#GB5a|`5zrF1p1V{Du
zGsX6XMXx1-fq{TONm9}cz;%D0mlYjTv%5<<COiuWR*?YT-=^5z#dyy?6Xmp)jnkJ+
zcWfFP6$lZVg$5sTi$$0Wg*2fIM(DbnV&PuT%jFc#E+7)rJVdK<rdy#k-4A@VSIxo8
zqEd{KF2<%IUILa)^h`y4vtD`Fsqx}A<wT2}ZP?3SDN{yBpwX;_U(sbBB}FUAK!&#T
zpc^241vge6ADov!0`zCLQs{UkX5dVM@51JsPirNgJ($g~B8*3^B0e;H_+byvUMbCZ
z9Gx~B!$w`uma}oMRoyAmmkm%kF2&*y@-a_R{)M|UFNJu+R<V&qgPa8hoTpGZi#h6X
z3Fz>D3{hN*_>pFd+1bS@;bvKU`8eN%ZZa1Py89ffIQ{a15>7E0LY!$C$y{!_hg?pt
z+v(Bk^d=M3AcBxqqYk6J9syjh)o*V;SL`WtY8`&9ttStE`>VfGV7gae*4ugV@ZqBm
ze#f+adH$+d!971Gg2~~Uo}hpOBVr&y4%+8q@#WA_prGdC38MzXfWwHvFTEI!=y{xW
zCnZTPrEx(>?ebq&tzJI0I9bR%B6icPdV6;L`>%g^arK%b{|#N+C)Y<9kJl{1uK(}<
z{`2nZCp?|}*dO}4+uP6X-o1bOX|r4(HTze`x9{G5eSEmSdwKWz<s0&Uty&AW1|Q@I
zr#2FB9y|1G4znD%&@>V;$?F!|EVkc79Vy-B`j6=-6Gy;tV!v;;d+7|NV-{#Qd<8D*
zTmgvbaP^0?O7Iv8q2FhxiHNv0AevG+4>|!lR-wS4K~B0z7mmTG2EvL6frk_b0w(-a
zTEbLc&Zk)QP&3r50i+7&W#l%#gQwSP&1T(kzdWBbi@7-CT)$gEJ3tVG%=6)Ie);gj
z-yj_#I3BI$^+u`JZ(UrjVT8824HUp;quJ|p@{k|u6gbk?ILKz>_a#Ils*YG~!N+J}
zafdZjEC@<!y?{Ik8vFe6><GGjuQnO9S&p>@3L`t8(iT+ibla41WA&KL22jPgoggfN
z5F<oMO1_2Mn3WiokRbqNH%LW_((NkZ0z0((o}&T04we-(Xk$3RqXN1dz$PpVmVotA
zk)aKBgH2q&-Q=E=ODFbsp4E!Ubi&6V#q}8z7j75WT6ErVgF`f-cp8Tl@)M-Td?o=W
zzmS!fqLDl}%kv*Gx-g6}WEJ_oK^JCaTAsQ4pr>GdhRVTV-S6{D@kA^fg!RF<dH(o;
zNvo#(_uz1etrp`5wr!VQWl_;YW5SZeCJn8Vi6udJP|PQKpHbt|;|){b1BbMVX3B`g
zevC;hM)oj9Eu)>iM;gGm%fce)KDTIq4GYnWtq~SD)-2E`m_RUn0jcOh$0ZC3f640t
zxXPbrwgISx@+iRg_{yAi%4jH?#-zkTm75*f6W(<PS|L5rMlBN^oO$ww$c|{K6jD>W
z%zBD&A3uOt3VG=>R<R`UV0<!Z*;%15k{5t(ivEHFA0$OK>WgsOGh6%+w_LOZS=|N|
z*wv8O*ExW@l6>ULg2<?6$sV})D-3(cy_nn487t{{zz$MX#mh~?A{C{=G6YnCsp;9n
zk8mtgl><2>9*&?}v3mq~%QHq6k6DF)LpB=80)L^o$!0gH2_Ei<P$ZlxlYzuU)Gx{c
z*ymaFYQF%W+sVK&UgDi20g818?UhI)APb)b-<`FXmPn+kcelKDJMlw=WBgzwPg$CY
z#H-l^03#Z3c^$@(gQ9J%L9s*m4Ia<^=g)*xs!{Ac-!Q0ld`=@R4+QkoY8^$fXy5ED
zrLenGCC=!EA(alnLnBBSMExWuL)QQfq16PNeW+C|H1au~79?W~+^iEZeG&g;DU39U
zTqwu<IKJRl@cv(ndMNz_R)$SMmS79ot!4{}U_}ZRqF(+kl@4MFj7^I?VLXI(S<gZj
zai_yBNXW~@hyxc5_M(g<-~!k@9t=4;aW3LltyH+ZJUf{7F@O@f#w5nI2--cMGxW_;
zD$&M@mJC4~gMIIDnrfxgd{E`&!Z+ePSt(Rx@b3~Q1{-fYm?vCTld&kPw!EAK>&1t$
z-^D}PM59EaBMe?H7iaUy+2vWc*QG<FT&&=<XRgZTayGK40k7b{IZSrKwye5vV|ods
z3qQWq0_;Oiam3!<j=`X|n2oR~bQ+UE$Jsdory>-M!U@~kQ*4uV+}nEe;6t@a4GI7G
z#^&P(j~;yRJ5WOB$5#W&KpOpWzUHtnz(<HC#5}yoy_rzRsnu}Yu&DNV=d=3e&1O<-
z;YgqhU!PnrM+co!r6}c#sp6=G8IQMd5}92b@^G5Cy)1HJ+W+y}KfQTL*W<gJ(@XyK
zba8Zja!CWxU;gqxe(ZPPpC8{(_ZfI`ar(u(&%XTh%X+z1FIFy&F2DWi4==A@T%BLP
zdil238NrScJ^_OXLlsv(g63lV6~ItKcN>sqt|1`M>DtBv#yp1RC?b#?dy}DPDxU84
z$DmgA>RlW~k`%RDjCPCOWjDx~NTDDDuA#oi>EN*Dj>Q7NzS`YJG#-pmsuGW}GEc@6
zFuowm&@RN>#ac!JV8pHi$9~8M5i2LBfaJGouy+F0Qlit$GavT4_4N@m4VlNzc+jL_
z2MLn;o=hgqY4A6{{0|R5`ukA8+pL#Q**`5uoRz=&=JRj=@W-$I_`~Ikiy7sNsFCd^
zMLb8#G3c<f(<6ZSFuE8j?kj|VAj;!GhpiNe$XbO`#SxBK7JW35ka?Vq`}6T|KAP04
zwd12DzONkj2%_}uTCHB5FD87c*_7(-LbF+(&-x5tC}03OkSIZaVLO=+0ho@9#d4$3
zER`y(&QK@W3gD-&74URZ@aJNZ0k~Sp=ejkhUp;0p_W4;UJ?wP&3Z(pc$Tl(wh9Gs?
z5WR5Z0<)x(5&jjv^lFx;*@I^oLJ^i0DIQ@F#7Ktgx|j}ggN9?oY734x1;J7@h%JXz
zK{1=Ouz-q3Mx8b}Ea2s0-Uj~_4lt~d!BcEKOT=OzznB%-ir~`W=8FN0MGzP$I0ioS
zHC{xE9zhU`lv%llSHxwu<OGBtd`2i904fXA*Gb6>dm%P;2w3>IFqUJ~XXXLtO(&6;
znF>mRb|1etG<zb71o2oOK{TVOMF1tJS9Y1{0HUVwe*STm1*R2R1=Mt>Ft@vmya%A&
zLcHhaX39!<L4o;g8Z~2*7}z{^IRE(bnYj2b7{D;9p~r=p=!_bC?~K#Pd8~2Co>_Fb
zuq?Q(GSry59PKQ44J{fCJUhlM=FF(m9JHG7q16kSDtM=GpjpC-Tx=C{tinJ^U`UI5
zu&;}i9S@T!lmUzl8x0c_39(BguSbSLySMGO7-oYGj>Jk4b`%i=9BV4S*dsZ4qL}EA
z>Hyk`Gy$s#gPE_%9N;tp@*;ex0=)(HpVyIFwn43k`TS;$sCOjwY0+qTwxQipmQAFT
ztqle<0vgPf2CXgvyviV2HIr}yXd|*)$)6%(BLCYBpx6{f<+gr*(`Hbz3iFc0Q}5f<
zv=2b5uz0L`Y}V+}o6nxo_)M>qR;A=*z{+masl&Y&s5b^~Jtz`;DJ`cXv1~kYI383o
z$ziPok&Cx8i(eL%yy@$ic$HDc=aR!-DgZz=W5i-cWd({>KO4|*kL5lC{)?8x4pont
z2=$Sz9QvkfST9lvS!1tiRCh%>B?@%zc;2Vrm5#4Y1sZA)%rZ+N83deFPj;BSF?|6<
z5=fem59+r{?OIVd5-Q{qhpWRWF=v8Bw5)=^uVy960<Z@VS%S_d$EjwEP|^yjkaQ#-
zOKKWPd<)NNB$STFF}dNJ?GIX!pc~&l#gv?bkVCP>LM;x4{4!*-lhx_@c_0*nk1I*+
zoSexFfU%g%=?wV%^nN+)2FNe)BM6jw;i#BEz!-7-DR#CPx^y}<Ev$AM`!T0tUu{4f
zrV)E*TP~D>;V|TTqtT>L?0)pYZ!Km63$Z5;9_?;yK7H^J{oE%9#|M+uVswy+%N`qB
zFF$F=pp#H-&TF>PF6q|m%*uUeZ=mWx6BB37#gk%)TAi}{qM5Xs&avccm0K7HLEK2R
z{1QR%p^g9$PT!nf{NdX_y?yoB-HX>RF0XG-&yS|_i`Dw|)%Cyq>%aYU@6A6y@*n#%
zaCUU``P<LF{`~t+6W4irJwN=zx8J{g_3rla?$wL81fYpKbKyl*#9YI<4=5HR7n?3t
zUQA!)>G`a400;9WS}i<)IzzZ>ofh;*HY@&Wy%R}f08}{bCag$aB2>6b%*J>kj*|?v
zvRrL4O8NXwKaE8e0}FkJ%Ly-n3lcyDqDE9XL$(jW<jf=~tS#UL2{<?vQ!IlOi!vax
zdCgjZZnSI)XTIchS}Nr%fy7?7Mz04&KcY^tkg74J<no9$AN|9x9)0u=>=W4V^gA^m
z(@^2R{_cyfzWe^{>XLsrJRI>K@nbKiL^d;5)D|7iVLq%5$HTz@@GCt&HNu0r4A|99
zvvP2-;BZ<f<S6XMlriYER*S`Yd2m9Qayp(2kPu*96nRh_ZyOCFTV*z8C+o#@+JmjZ
zrfwlpk~rei80_I{x0~V*l*;1r&NqU{3cQQ|M|~UqJKP{#mvQsL*(igG#paUDV83T_
zp>%+MD~P(L6n7P<WX&2fZ0`QRo(X{0vFOE)E0bc`5cZf5U*M@CU`Qcx<DeG>OIR^Q
z>rjA`KGF;QELi@iGGTK2s|{>1#0eGQ*`pK^yRhGF;W7$&)khc=H#m@1<#Sr?s7jAV
z{OX+zh7!P@SeR%q#8SnCK>IQvCM#XfW}1L##I`w2W?FigC%I>F>j$VwRWwrylM)zJ
z0A)Nh2aGA26VV*)K&$ozeZpb(2%@`%Dn_7Qj95vk82vcJtc)%gpZLSX9^rAZPGOxT
zhBN@JOs#G^k{`7-F~5Vw7w<7vU%LHmtos06xs9=lLrerQ5nya^SrO7wi0gnOsCLlt
zDCoPv#AP-rc4+xwzOpglpv1Xc>HBq4*iEd`MxUdYI$R_x0m6fm^5+1XY86hS2C284
z$rdCDsueO4ji+d`nATW@u{h#;(ct4T6C2!h>(qcDZ0a4VaClJIZ0OAaw!iiGV>X|V
z<#;n>)3i$jup!~P$2UcrK!sXoifwp)gau0-_XyTKA6iN?;jH2w;GY?K8I0*~Woly3
zqV<wsDMT+nR%|m25U>~)hEldePLqZ{8W74XIkO4MW#CFVtOhel&m_ngW;vr)x3>+6
zf=Go?y>HbkL4T2Gu;Ups!CNyh`U(K7YM&QTxxHc3C@>*GTV)BhUabgJG7lGl5|h$N
zLMx3~bXpP6u$hpxc=B1qRjGrgUN#|)9@x`zQnbncIW3H=><L+gW#hnD#L|p+FMC}`
z_=n^EqTggKmgUJw1mZ4ZHR;brapnh^)>1xuz(S{|23Q==5+M${v`AvYP_5?^6k#I*
za*8bFa@g%*<5BonOi>QOutbp%S0gJLVxtCxECZ+I`eIdP&`L^aN#bJ+gO4K<;x9if
zGjkXVB3GL%N};F(#Uh5t%j?B>RVN~ohygZ3^Ur2t736&SqC7TI0<T`4bL=7Nb8&sK
zV52_h6ia0r9xk^hBTL<3r%V@GHV0S&_zG(-GLKHX)udN3*WrCN=^@twkJ#qCjH81!
zsuvWn)v>#|qfu%16|hmCDff4)&8|NXdj4!fsZefhZBgxrKVP-Kr`cCLeem(_^G84(
zkLK%Pdxn=blgOI2I-eB+j8l$C=@2eRt5c`7s+4+81W3#VtzD;f8US}lCkN|`^@ZSl
zl^VHNvXm}%8&lr+;F%K;!-9w-1T=gcRbU)_{rMknF7DWUU7lWCo?L*cVD!2^Ir$$y
z@4kNQ6Ua~b@m-%?zrK0>`)~g=9Y8TGpRJC*|K{7zKKbG$g5>MZCZpMS(1o_j6#-{7
zfSU8O6FM(Qq0yU%Ne9G4$d8WCsvFxi9t0bqc^Cj#?$Ze@Ufx&&{}<sH46_a*ccD<w
zXrk6t9mD)kDpD2=mjP-7--2Bh9<Xd)j>Y4mR$GePH#y4q!GS5pFy&&FXf~-F%4fp0
zQUVGEHVn`QSieSnrVN}ut`weJo0-m%!Js;uwAQQ9!K}5IG#JAQg-oG9LN4<B@rS?q
z#lOetv_72Thp$vClSywm9}q&Eje95SquUqY?x(3lWPLPew*)*M8V{mkw@r05bksT`
zBmKG%^6TX+`r~Y|oGq6uwJ`Sgy6x#?zFr;AM&q;fAu)mJXi&`O7t8s0L^wVzR#nX^
z`2F?a==SF9<YYDM^WCR8P!aKXpOgZ^XRQdVl@l)AMvP@p_<1sM(fiyW)dEs1hI|_k
z9WGG86BtOCFImE5BoMDTMzd;39KO4p{&S3kkSb(|kt_hSnFv7!>P|p<i95)>XPXGT
z6pum?Bc8={K#331600rn7C}G?c6#F6k#LwhBwvJ`Cw~&EZ4n%sD7f+EG8Fz2Jq*xG
zfScNn{HERWdt9rdCBltKs}vq=m=bm{_}iHnTrc!T?%it08Sp_!;lT%sdc6^+lhqUQ
z6E)Ug3Yfldup?lRk;RaPAsKfWC`<M%R49U;Kx%{)VACn!8$fLp#Y4z^Y{PsG1S$3-
zIM1Q7Gm=3-1>nFr0eS=GF~mna?Kr_8ZSo}WnvTYUQa*jp3x%^PFs+D>3745)wEr-z
zG2l_oh`cC9FDzbIwj8Fk&j#lzgDe=1gd9$rR^>+na-cAJLryme3rRu|E)X@@He7A2
z{sQ#+S=4Y=dB}+nAw}YQHnNt`w<2teZ5AdOM6nPXLX(j)N?Q5?COrWGtBS5AuoB)(
zFbFxJmW}LgJZ1@9DYxd6>EWa=$AgSsq*WlX)1pW8gzX};DC<GLg`v@k_)GFpVrXQR
zrvB1tHtas5HObBlYyp3vrCuDS8GoL{1itGaZIe5jb^~l!c840XMs;7#=wKU(*N(g!
zxCk^*rb_w?Ak!rSKEwVV{poxQIt8iD#B_%f8>2pKG=6eyV{BSjeY-5$%_k47CiCv*
z7TrpG3^_CKa&V}s<kHXqc_2bwhs~Q{(Z+kjo{NRaX`(qYn=tmH*z#DgY02O?k`Yn;
z6Y>_RYb2{kV`IoO?KUnz=C$#^$M0Js!wg{b6bvf4UO7{h<FGQsq?(Cx0wJ?NNE2K?
zvna0!h1U$X2aDPH={mrfkzJ)sfR_TX7JLsvGa?c|ASD&XK|k(yfW5%ENhh(Bd*DBi
z4ab-P8!w+q_1Th(pk%m|W%C_R#e>Xh(@t|x%ga$uHbLu?KPQnIjswyF4@_ZDCL`IL
zjsm{@ZuRE+{PgThmJ6)PYLyDr8L?QxWHx(!t^~0CN})F#<_mdho8V2j(GPIHTdjQb
zC?GNNF9tn^zI#1_E20UJ(WueU<Y~|ucX#%n^X={I7_?f(e2tpp(f0Q9=O6s;AD%zo
zR4J4nfB3=X(`OqGA3XZ-H*AZ~k8eiZMYYhzq2RUhh9Ch=tb@0`n;o2o@3ps0*_cJG
zG^t2u(9NpLC(~=89^Neai%zLo%MnPza@vxU1P;<6hgZUf;zKE>ge3Ly>h9~W{`~6t
z-P;#$Xt=w%xP|>i)6k3a(|`NdfBh-noqvApKkjGX=Irv_%eVjW`#*EI!gPJPUVZn~
zcVB+~-J845*?sjpgXw5YzcG6Z37>i(dU19PVsyDUz%xSWGu94|!-?Z76r^nfNzl#J
zk&is-$RIp>w-5A|k9J*ukZM;cmF3SG%?^jtwX^k%OAR!9^tc>0ZYL0Ie<Tvd@rAOO
zN^(!<+$qWh|4P^Lc)S@Y$u^#*NPHBPLb52wkpMDM2-E|-ue21JO?w~}0JjoX#9mb@
zNK9W$0porVXavYp2&fq;_V@srKxMz9-~Rote*x=?f#~GyY`R!37Sq*oGVawUy~f$`
z`s(ts&+4qxN~I)ni}h-GwOpPa9Yw>TLBB&?NVAPGtO=*9S<jD#K=h|@r-x(U*yGju
z?ERO2`0VrV2th7pW76M@X1MVoxZ({1#UBX;=hM-2$UdyNIz;!J!F8O?7tEZ=WRh4V
zRoxwETora@J%&*1YHbj-%pRPCvD!*ZMLx=iMVp@0M3}3HgQbua>$Os$4_B5wSdQd^
zFq1Qk<+Fuq32l}WdJ#_=I`6@JK-LpaF<%a`i@_$BMuBuzFr8qBg&ShGVcUZy!Q9Kh
zWi}XnI7}qmUvVf*d>1BNo<>G5EPMPkqj4uIOC({rv+F>6u?(@9CzC!ufI+!W!j9d7
z*JkqCjb59m`+;gD)Fq#baT_Zd$kw>udGF2=t1x`zG$SL7M!_TKwOG!^-5N{-Br}Nd
zL5r5a9fBY$DFTvA2E2C=2bsQD%h)N7)T#L|j97eA_)CacUXvao01-kE`f+$)AwSzv
z`f&(RB2*zE6ROB0!z^m(Od)}VA3K1XOS?z=PZINtkvc_YCs6k0B>l@y2vPXZbj6sb
zo(e@Ah6MeRJ`Xx(B@xVq0wKGT0|1?p41R8d)~Z%yBm6uLcw)?i4xPel)}p{#wOSAv
z2%X^07(4m%QEY5Zkg86)ys`8L%vj@G6$o#B2L?IA?gqOoqmqHgiXn`q8>=2A*9pK@
ztp4C@Y4*ACfnX)SNw>9lil~Fc3ZPd~lMPFOt>C;@N#hB#5>C{U#n20meGuu8b{+N=
zfa{4!;G}1;XD3F2k^x(zP(iZCP>pXNp_UeJo>I37v=^@$zBO_O<e<47dqA$imk79M
z(<TDI(o3t@WSO!7jX@MV`5|8D%?8cR#v_Z-<aW3>H#T9CAV)&{K$qlajt5+9BY7<C
zQh_BNPy;#QA!mxP%5zv_xfk>{&^Y~0#w})V=BQLu=z5I;)-NBy3Q@xy3$CWnA4CT!
zjw~R|(159oUrk!QS^>BG!EAuRiZXNZDiMz<;x>^1x&Ik#yh|w?qD_gD6<qpzGaKA2
z7m;aBf;p0vl*>m$B{_~Xj|+ovN{d4uKX%xMvjQqdlbv$NQ!8Xzm2$sXr;nAWGF19f
z2F5;OfEx!TN<Ih?EQ_oP-8KLZCJwW;a+T`FOfE}DEInb^J})kBxw2%q2C)i`#AFEv
zN2xcO;DZfCsK3I<k)jY*5O%<}pv99LXKf1rNU*<f`RQDCLa3s+k(4wfRbCd3!#X{v
zRkem_^5%0kkQ>i7cD8o+wl<Z!TWXbRb8Bbg>Bggv9z1>YWNTyNcfa}DfG@!G)vc3W
zYNjJer@`Vdn8MH<-To+HE4PQ5Ax1AcPuZqozb9~k{0YPP_~7JXeRViGz;a(q0|Cmx
zYt6yDr`^mCl`bGBc+Mi3MC$I<=kGuJ!@Jk-zj*up_TuLD66pQwSC=<;m*@ZA&(qhB
zd;a)oKRTk>pT2(cr|*BbIzDFOay*}Z`Pnz$eEGvCZ@zf{$rr=H{BXI3j|xZ=&jNH$
zzzd8Lq!BUE2VHc=xv_rv_%Qk-ArIJ`AlG|`*$hDye>6ue*i#Vcxh!zWRjG8IAYQN%
zV;aC!W;LwScpIR1=F)`p$TMbWyLQ;^EUMt>iyBEcR;3i*nFvpj@U|4nW55mA;DF(1
z!r}$cig|!74b5mBf{6JH2I6L`dU1I+o%S!zmPf1MV%Aw5j^Ys?7X7poe*EC?AAI<0
z_WYQ&R_k?-QpRRwKJC>jGGy!VKy+arF6d)y(vOE^2vCC1BQ{uOCD5#=r^hU^mdv0%
z3W`%mjTE&}%Ltx&G#a<sy?^@O{`unS#dN-y&L+J<e=?gLtrtN1m&-A$vr4VeXi?)x
z2C;m3c7nAYCqHy7bjCs{U#pc!JvOQ^%IF#@ld`0w35pt16T>RIJ7kx8m=%q=j(j=+
zNdt#}qf&wNg|5k8nvVK-NcdSOcB9ldpUIT-`7%J(NEl8K1>6TX(s~{Et@QDsTk*Tt
z)fugcyyF%DVMV-)Kg`@44F~D9W}k_NEb4~6Y0YP(UbmUcrSO(i%c3BOz&?{XQ!%xN
zv=I5(acK7KW&_h*y;`EI#Ht0rC^C%Pk5j^kh5ls#JB7%|d&S4ig5{Od0R9vvC&nbi
zixO;IuZ_lNK`^l6S<<0B@mr9rn3`OA4ciqA;d~LKI-hXD6O{8(>>dvTe>VZ|y4TSx
zATg<x!Tlv1-S}|A{*c{>k*t6+DsF#t%!P2%!FEeaQB)@iwXrH;q$h~SH?nDzNv}6(
zcVGi!tb|nWGLRiW2=h>f=`tuq?IUA@MdvrFB389nmm!`CJ<dTq50h9@*tZ1o6uZ7f
zwTA#oV-c`)=0-w>84A;BBho9;Hz8W!3IoatiHm_P>aeHL@(nup5(#J+Fyze|ddAtU
z(cr_Q?$ipfLAD-0+W7cGdi}6+IgDx^8i`AKuGyOvSOgmlRB~74C=&%r9D7U39OLn5
zqum3KTrC&%YKkVQuL7ovJZgnY#`u9K$>NI?q}8a0tP7}(<rOa?raN9=DyWESIE)65
z&B4cybs_^E>Z(nz$E}BmiQI+d0Du^yBKsDL(aJ^}Ix|ahG;UD3Pd@&jUakUUM)XFd
zW?I8c$PS879IGlw`TR74dXb$HZ-8b#MNcA<VpWbYfU$mLZN>T#WIcopDa5xn(V&gm
z809$+I_0R34LDF^7S4<52v;QgUpW@0tmkym>DP<M`m}dZo;c>Cl1UVSPPj}Ub8}HI
z%rVC7Fe-D{L#mmfo<R@KA)hkzf6hTTBM3MULgBR7MBF6@fnh5|X-+VKUN6Toi2y%0
zD>8m^=q_+z(DXBLJZbp-gFwc3K1;>o#l=OnlyzDSG+I(wE>1d$C^4CIlIq0l(dotA
z+c!8CmP?q=OPg6w**m34(Qvfe8xng2bAs6(TP#8+{g1f$2tDx;7K>_LeV%G^h$a(e
zU49XFWWl9XDnU;K!wI)1pjN67ewn`ZcD5CJdnyHaR!CnvnC$5p!T_dLYd4>78V!a=
zAN>xK1`TnzP>2LI%hY7>e&_AM$%qpaKsg^I89W14jYe1{je5IUNpTp$F^~HC>;=28
zv%~XhrpWHAoCUa1<LP0g?zg+6UOaESwe7S-ee(9ZufF<UZ!TVa_U5x!SM0xleO<pi
zzq&m={hxpN%TN3M{PUy#F+T(6M@R4P-u&>*_t(eg#dLPwAHRM5#kXJn@%H@Xm+!wB
z52r_mhajIUX1&+ziA5vK0z?||q~PjxbIkX0;=`!or`MiMGU$4@-9ZY?W;8>>4*P@5
zX{~nCsMl&$3Nxg{aFjr_m7_hzP_TaN`9Z03xxdE)W^;14*E3rjkvJdp6g~yQlwN-%
zDbZ6Fgu+^cdfF&78ih)g|Kfw+MOhC%2RSX}vhe3q*-X-5)wWs{`1au6k5}X2unn^m
zat~ZnNT*bOY(4$>!+-b{$apaIAXTv!td3@fP-d2x?Q7HtwVM@e^Vm5UUGj1k?kQd=
zy!Q~g&>)tx$#gP;y|bL-(JImc!m0|I)^ym%qs4XmU^bae#<wqSU*EmHd-ryIaxxtD
zPfu5?)eHj}{UE58m}v)n7^;h2w~z7_kNOy3*b_2OVo@VRiSa~8kj(~LEE<KlYh=-r
zIPxR0`Mr3q2=pOjRAH@3aam%6D3C$O#EgP~HI9x~e2aWm;y#9jtx+zsxI@2KAFf!1
zwdzgGY1CzM!IzUMZWFaiZ8VyK%4csWK|J!%d!C{{4uFu~>qT2}85JDrn*!xZxG{ts
z<?QsTkj=6DL}}*k1Gtr@&w$&)LvZkJ!F^ZE(9Ghtn8?tnsf`1~YG#jQ=iZHJoK|Qm
zr~EWh1p<s5IF1;y(Wm`(b^_KQU&mq6Dt5S|Q{N)d&TG<RDFL6(AI71?3MZF{B2)?C
z%*h&-=5fSs+MgrHi=v$;;9^q3;>CVOFx%aBDFD&|rO%9lNnVdeV9x)<Qu}|6^N)wk
zGH?R$!D4;`aS-7Yq1a8c(zO`CWaJ}W7E0XASmKa~bZC_c98lELSao2;e0qh?sI_TS
zBGPEnXT6pfYcZdTMHwn8kvi=3Y};U5P_L2#_Mz8A?52QG2@*f%FwrjLAwFQ#0x|`!
zfz2LpCEqtkqq@h2{~vET1~#`rW7yx$h@2oWD8O+G_<K7~p9t@kVIRLeT|)SysQBUg
zA|s;nRx)Am{&~1j!Jx%#t5EekoGcbA`q}Yi>J)pVFbE4Uc~UEYFN-mTe5=Q1#*69a
zp6;~5mtc-%{$*%ozQqU@_Io)L*i1(7#_a17>`NVXstt7NUAQ1li*<i<(`7L`sC$O<
z=5jK6srUC8kI81Lb~gcI*bQdtkSHW_LGkjkcTEFoK=MYjV?pG$YHI~a08o$%t8%N5
zEG0w2hR38G3zMfnX^jURbX%5^!5kWE$WzRaSoESh=My1zxCr-HBJ)!6bh(K6d`On;
z$6&6uYBj|Deg{8T5YJd4fu?Dp<gt?Q<02y*kwT7lS@`T@2n4BtevLeh=M&}w?=ey+
z42o&CZIx`3Yf+KPix52>1iEpb5*X&g_}3jW;EP6)lJ=Mo*Aj_rQc9wb#zSn+IF)d6
zL+pm=mXkt=f^^qcaE(QXHHqpFGy&ZHiAaP)S-V|hp-sm-iDGKO(wU@?IHjbWhIA=e
zDwo|Z7iuRTST`l70-%UotTr1BRKn3cM7@ztt20}i3Z>piS-M6;<Y9Mf2lDFn7OaUK
zlb#MJ<%17Ce){my-p=!<j~_mL@<^pp>>&(qJo)&;-<9&kmsc-JavA6Z3>ch=?C>B?
z_-$0!Q+8lw73Ri!Z!lU^gqQWyC>YgBo|yBa%NOT&2gAcgj?AN6mJ8Ja^<}`)yi~}N
ztYW9fMGWH2?bX|_zW&Es^vCyKzQ23>n&8vX`MVcyFV|=P^DjRWCw|Q1$4~sRogE&2
z^77U9pMUl0>J<l^)$Hiq-RIwb`=`s(n@``q?=&0h!zEoC5is{5Usg^BsT1-AEJluj
z@M+j?!As{%8|0sTM3>oyc__{1{^_t=(Uqd5e4Z-CI9C>rm4aQ$rkySeNI=fRdb}tA
z*6HKp6z#H+-{C;V1mz2aoK6pUC?+oU{+!DLAzB{eq>8Y9u{x46ndx#_D3_A>fD>_U
zL;Q7|`80LlIJcR#<#L_~AkGi^5@C5aS(?{##59ox+;;23k3L}hqM*CoC?6e8FE7{Y
zlf&g9)-5_7YutpfZ?O-%M{gC!!#)OF`j*y*lQkIbehXiGv5@cgJL4ht_`>n=8kG&j
zuP?fOnyi(W%U->>IXOAIxPEncbxq~>!Ez3_hp`KGD}nJ!rQGXx)<;LHgVpk2g}=Ys
zDYNoI9ON9$^|@RG-Jj!-4oZjt34d?5g#em^JB~(+v04xwh3`F$z#-iK5?euut2(=^
zdJS`08!52UZZdsgm4eoa@gFi5yFo-xUei)G+kzxk1&^O#8_4|w#>IMlJfF@GWzqmG
zy~5*{m9s1r3A}TQ$q;*t_&M=|@=i+$9R2gz0f9T<wq}D48i<qnMVhS95WUDu9LCM8
z3s`zUw5HIQ8bP~WjS|Pr8pI{j0=>_;(|vY+&+amr@vt*rF_>`~2NH$r8`e5*9C{A}
zR&B!n|Fd`B+l}Vwb?@)PmTbwkG@6;tU70xn3;+QVi9{k20T3h@!JI=CE9cPF)nP_6
zEsaJV9a+|~mzU+GWy?BRKK|oelF#QY-9>lLs_9V8A_)+9-{-fVy}$cCajUPJ?>#m=
zperX}$d83tmz%zy_wMCp#bUa&yjTw~4l_xyL^sob)-DpJ7puP;UjkObjXymR_`ytN
zjtX0w>#TZ<^(xzspdU@lo{NLUezQ0|&U2Lm;h#iF9WLr*Oa)vB$anogm|ZrZWGm7Z
zqD5q&CowicbV!7T@)JYJ!5esDG5+)3n-+gWKhqb{h8SfSW5lv{B*evry3%8V+KZAQ
zGuU`B!BGap!74V!ouwn`{TB_&k~AS24CbcB7fV^PA$OJjL4&`(%j+L~0Gn1!PGD}B
zb-BN$$A+j?I*Fnq&=3=?Vpi7|H_rCz`nEN8dx<R&kwesitBsjo-T?p%D#Yp*FgGzi
zDA{Mz4OoEeCk88mp~p+K#C$syP;dvA7vx8aUT<cI*m#&~t(w3V*~dFdapL)y*<`}7
zrEJ}vY;<_IzvpIbY>>SWP#Ld<gkq;TF*0N<vG{IPtG0TiB-PT+8Fq!8wzl^Gaw5k{
z8%$3OBq9U!vHKSn(!tO*2pcDR-jU0~e?E!DH$T<loa!RFN=k9rKVu(2!!}wbvCLCE
znB&7YuihT)9qPt%-xoC{W3HAnsyV^jmg^<EPN@y6Y5QoRI{fL{V&GU}5Jh^UzCu+H
zjV)*W4J(2K=CO(}$0o;0b0tc$84RvVsg`GWx3jXkP&d1pB-_p4#Tg`QD?nkDBbS;j
z9ggdFPIguoYbjaXIjv#URqlN)u6d-FJmTxYA;;;NLLn|&E>0YZv9WQ+`vtqnW~0EP
z53w^fjjx!dBu`Hca9%~m#wSKySHmL%!-IW;d|e}>x4H(pZuR)l_#Heikky{9Tau9d
zJrpmXiI4kwy03lyNocTlpttMR&8t_hd~*HjHI0w!D=QB!?kv?71)DNcy5RK8PA4a9
zt1Zf>626)6Sac+y3d_q_Z@h0B8eS-spWc7*<nsBQ!#jJc+xoQ^Yns#Hf5?gPTHedA
zWD*1DkUBwg{nfAj`t`Hd-@g0m_0#9}6)zsXc=P<N-}&GF^gn;#H|QT9{`dG9xY*x+
z_4x6h|MELkk36ks2WM|yzWwXJ`j4+)y?giOOA)+>4<40E6$Etd5(fLV70{hJ1M*Cg
zLkHY`npfQD<-(Z<gh*+;NCsorR5G1b9vE1XTtM(5f^*K~ICY$6HDx8Km|NtD=OmS=
zRtn~^@aSljalBH{4{I@*wq{ZeQm?pq77J37j#=Z0>6p5o#nojcveXuwY1bZsN0SLZ
zd26A%yfCjuxV_x&Y%Sk^aI(82qnXEhSYKsfqUQijr$77X!=L@+-wNpg(eq+mUY;Ku
z?w;R1*@VOgPTb$Qd+&U?T{rNowj1ZC`*&|2c2*a)u06PS^5DVQ?c2x2xj9gtT4iQ$
zNBFTN326Y^+Fm_AVdq*jz}Pt=M4aEgTw7nUfz)$k^4VBlcZ5DUK6v=>?*8GvT5ZzS
z5#H<0=JC<a+KRJbm95vmF1E^Bo7%(m1DJ&v;Ab`aD2TL7bi{@iaE7eu0?6n2!SL;E
z00SAWQKNb(-rnx4H)|CLS{O0A&h7Uc*OUFt-K~wI{R6iYK`ryN#3(bF?0c<JlyC=l
zG{<?G7Fo&4Wz>iwE1H@C)tJ%9OhS)v9O=t1fdI%ZCv;f}IE(BoLP##kQm%+FV-Oyf
zD(A}I+1&~c4U}?O5Ka+AE_BZJ_Z}^v)S%5|A~XVr&pj9)M`#>EO9+}D!(qg1AI2(Q
zotY{oMzhf{3lqbb&K)z1X@>~L)>Y01RHzgkER(PUnr8@_ij|m%0L;Y$aY%>yRPDgs
zt0SbkSYigTKE2WrD254aF6yQp0ci-&s|2NK&E!VXWlc6sRZ=n1Qz;o$Pov_eS+KjD
zf<w1R#Y;CM%|u6yaF&&L6fEx6aQ--p*IaxoHrSOI6?mM4wvfJDs>(L<2rXg(v+l#f
z`-4nMIqrSXj^Tc)U^GZglDQ`BAFG)_XA8Vrv2oo=c7Kx^mxK@pyM-||397{j2f@!l
zUoJ5^@YzrPaNx#g9u&sKQl+Fr+$6^1#ljTu`868`-Rvk{$*oo^HDMNI5*zds2{3YP
zxzVG{F;Pk#XZ3=aEk?s4%!ZH*If%%d&)^S>65B5m5?OuROb_-CHz8?Axf?5f)?Po{
zVzjJa6E`zORilG(9d%v%+!nXLrz=8OvuO_ZQ^Rtzvm=9pG|{o)e!hJ#viEhO64MD2
z9?N}|uQ3ufrP~4vB(6)B)bbqp2A)TEFE>|LU7F~(ge<r_`Ip_z)pc!KC6!WuR8zYv
z%@(v*K4G`GVBRYSF0zeQ>GA!G=TDy8K0P}**f}{mURhYKqTCmfnh10aNVBL4k{1wo
z#8X~vFUa-mZmwY+3)fhgRdd;TrP6B5d!;$z!MNDy3mpgr*Q!PDzU5YPbGh!2l22z2
zw>uQAHmd4!lQbtKRIddCrZpn8s*t7;(E)IEv5t~q{&%S&P<B?Z`{;R*a&hM2lPBw)
z?aMnCfz?Y9z(RoF&q^`ni#C`Gi%U*j<MNE-<JQoTu`pP~zz~FWbUKcEZ`CkLy&m@z
z_w`sl4BI|<rNzg2ZgEz7y1E#^x^Hz~`Si2vSFc>Z@)_QjeFW>k%^O#5UBC9TKmG}!
zjPLjC;1pR6;JGvdww6>AHxp0JMD<Oi?B(O3Fd;WK+$;R(g>CT-;oGWI?_WH4a{2hq
z!9_>U#(c~2(F`Wx2$hdytWB<vnKhtpEG@lx_04y`{;QXd1--s_`Q-Wi^UK#yU%z?!
zn&$Su{-6KxJ-+$=_|Sgf&%pCLcb?t9|IL@*zJ2x1iTL8^?8}#Le)ku@efsG6x9`3o
zhU_04%iY8#V+_)jd>$1636#){I8n$I3t7c#X`6-F^sK8_aR$97uY@Q-uqM4-0U|2r
z7xI7GBf|rZV-fbR(P0SnKBpuuqnXUw`ntJ}jy5_v6!cGk1K4nAWKLOJCX{w7kbwp&
z6$A1o4|J)VDa_@o?zM%4j-kpN{~0f9daJW2|1A#X+71!FwcEM4Jbm!^o=WR`cXqed
z=ND=wwP>j@d*#!QAit7{$VR7a^LXzLoW$<=h4k3&`bOvM{A?$fsmcO=`@5Yx7yA$H
z9>PBWM_inrJbrLt;#yl@a*?q8+}nm)HElKYIi8&DBiKtpvTRXQSVdfGEmTg=b`dQu
z@14JW`)YT$bNlw;lZUr2@0?#=o=RChefng}F?(a}?EL6lK9li_Q>C24VimKJd|$@Y
zm!>bv8cwPvuTmdoY<Q=QO-8YNHe<f!oL_7<T)jo(1Mq2Sj;V}bsjYjZ)lfFHZc);j
zhhNI)^FICdW(QQPf}G!4-s+(2(+PLMv@@9`=B+yN`C7G!m)->E$mC`%L2{a2R@*J+
zUf{1;B(8MA<6d7`fDqRjOc?e3aO?<Py2S)+k6IO_mir_p6{VLdkhX@$2W%39N^9Z_
zSwr<UFO6~1*2#>)IWLI@O<zjc494j{1Rpv~o>)5Aj}Yq*nt8ag@u19LMaIE!*z;o9
zSjh(j472xcXNg^$CM!)T063QcqeD@cz`aC&wee)|2CgTMz;J1G;bTM<5xc06GJ>AO
z(ux?TS6yUG4sBK&rrjk@S0t<<C^IprAQHgeBuPNiIB8zO#y1mM7ZT{ABR$+%?{}jU
z<(c$GbAF{(IojE_<0Jk;do2{QfJhMP`Drp*v^En&GTpp9YQzQy6xqXx{%)~H#(SI1
z1Q>$+FdZ*3=?Q^N6AHlEoeHCPp`nfvF70q{eERdxKKNt(=K8WrGe7`}wzH;L`^u6c
zMYaI8D9Pj)`0B(=Y|`AtJ4YWgK+7_7*>i2p#HUo36H}xumumDRRa3Gl#L3Wbf47uI
zXQd7p5(UX08b-`$l!^y%0u7bfHG@43XJ$IWa&LR+X9~z19UVcfC!;A9veTRjvX-M=
zS3hQUa?!vC<tL?^d1Ev1`(bHy<Y`2WFqz{nAcM`sCz$#uBv!Y@gjdl3`qtUO{?V>+
z59GeNX^X$Hxwo|iF1OuTDP$Om;@jRcOrGT#1KXC0rc9g&W&oQ@$BuV5_dAH|vn#Fn
z!~G-rcP%?x=h&Z~Wa+mQwjDOp2Gt4mGBC)VL(pooz2uiRbvwu0p@UXu6<D5zr3r!*
z-0>yyS)#YtikH}YA!*BLM{h}gxTET8#m3Vd)@twv)MjVpT9{r(eYSubgGv_+pE8)q
znxZdOiuv;TN>j!5-8-j`9z5)99TdwoQ<vvPq|wnXup=zDCzXT5<2tz$3AMY^3EKiV
z8VRUa#Kbja4j&(}jhr+o5B7ydhRjr)_k(@iLxbHnZ(NB*xXC0_2l{$?yKdh4`OiMM
z^4aG%u3Zzc>A7|5vrj(dy8q~d4?g|)LoK*>PVb;~>Cv5aR*uBeQOuTvUpY3i2nb9d
z1&6z?kM~lHov?cB^c%&(>E6-PyN@o9Z||;dugtgB7nW9=i<Yp4u9;-ER+PQ2LE^7A
z7v8@5<}ZHpAD=yV`tJ3Yubw=A1UK>I<rmLheDVCnKmEf${J?L}KR*2L@iXxF@#9xd
zpMCwsHwLh3v2d`t`~3dn-~Rf$mrq}P`|jKGlau4)V=i%O7URc!$$Ms=sT)U}+mjpI
z#Dy_6lbR_N%2GLV*<5ip==BAl2<EYTuGy$v+&*)`n3%v_9z&$DrD7BA>mQ<-tFk46
zG1v2zxgNOgLle>2T%1i5<Szwh3|*i~CbUd4Haip3{jq|^wY*66up+BgXItXUg_K?4
z>N*Y~Pc&<*b*F;G<$DkAe*Nv+;}f-LWhF#&Ip6A3Z`ZXy{8#@1b#!AR(7tY8oZr27
zd2qPn7JU2S;{5D*d%d~0C4w-|{ti09-?h2Y#Ew2WKDV~B-NZ0GyEweOt0rjEf!n;K
z{u_}<=cBU6&Pq!taAV!}lhdlcyR&}p-udzI{+-M7&gL=>#{Js|cg_qutDViY2M_NZ
zbBtMjEjHaqmN_|^O+Np_gPouushIIS6T}!%9L8y1=~P^NUBb+eSuJGN7pqJ4vQRwz
z!E_WL@+-h!IXg!eb9OhI5iN2K)b0#Ca-~w9e~eAvesgJQsa%@h+1z#)K)txHMQ(Ba
z^76JGbDNGfMp%VMHV-!;B;k{S3Hb~hDFhMoF^Q}`H@A#vqz-B}%Ta9iXOh#mV??j>
z%k6BFGA4!xX<XgcuS0AZTGZ?KVbh={A@0Xy73pB3(UIZt!T!9TJ7647evohs;9Y3;
z@V?SvZsod(bZxs!j`sHs_jCsX7&28@zqWA#(3RacENj-P6_pqURnb`9{**4r*o27%
ztZBtbz@wRt@O|+|#X}>FxuVGv(*q7yV#70uksdJl<57}G*=uerfQ*5_TT0H-snXHB
z#vk8hcsPhCs?LdwOoaw8R2kCv)2#nI#&{^id%R@ei;Xf|G2IzTYuTA_S68^}28xBR
zUQBv`i2zL*B*psK%y8y?+uZ(&EcwdDd%M&Oafq1*f&niPnM*{>dqlr<L_^Hywx}iw
zQ)r#69KqAVI2|O#NWPh}Sog?lQxg;UObTK>8djhgK_ru&Bnd*UA#?=*{LqNiu#8M5
z9`kIE4fU${A!P$5*a9n&GzD=$3Mbkyk`T#p+-Rz<p*cXbv=8iVtXUVXF1FIqz?^T-
zo0*DN^QzB*UV*=QG*^mZbY1&Qs<HR_XJ)z7)I`i$nT0PF4ayT!NgvP1XTr=U#tA<`
z?Q}Y+-EyIVp_-``GZG(CrM1~<uL^qRo#O+zGxn{Wt&Inl=U(Rrd!6&6O`|oZ)?%gD
zDrXlp_~cT+w(wu})R4JM^+%hXv+eaaPw(BmeYCf;dvSb<1X9bWHCOfohZ}-%Q^Y_%
zZ8tSq%&sHP*NR8S`x|_crM!HxlTp1Qa~P9~^qM*7w52A!&c!r|$)dr;;niln-DqsB
zwYNdJS`}L5k-Vjtq@uJ^(a`Cz8Q_ZpcA2D7%8FPUxQ@<ZE|;5`F~#vSJbm<p<8-;b
z(r74Ts0qAa&AJ#`53H`Jc&&i*EU&J_Cnud<W|B#sFIQ2+7?n#8uU0tonBC&|n5DAN
zYWMKq@aPz1#YhNr?b_$wG)A&p*RS++b${@|N8=M>tX`q29k2BC^!E)6ef-HMw{G1$
zJ~}x+I&06j+bW)BirK_WW-@Mj2s(ipk()}4_7I|@6foEH*hqLfJSwiDa^z^|;PKrD
z_s&dTozBA2W`HNtb)FN>s?FIyv)|{dxtuD@cVGPCFMs>DFQ2@A{p{_FN6#MLz5nX*
zizjy<a^U~N-~Tv$eUGP)ANoW4KmX_d$e8@%%U}NT-7kga&UO!;UOxEkcfWo5@P*hT
z%e_)pPIz|D>`aR4va-^4N1mRNFQY}J^H~NAt@kXHT%(1#+?=aIrC@gvIPfj9w3X?|
zAeYEFMqU4B(qs{m_zWDlUS_^AG{EtYIOVJ}AV5Pd3w;TFVA(M>8O~W=21i8hY>}*C
ze<v!jUKvs(tdS*h`HUo^yPFop_VSWZN7)%Lsdbx~gs}fGU@l)C9v@aK*-}x;Z|2jF
zKKR*B{y3eC>lixNXOCJsIX)zU0Yos{gAZ&hH~g|m0Z(MJKiJ(+)xElG)v~p-sk|HF
z{sdeR)4sF5#D#^IZvU~<k)K;Rh8|mLGH$J|i3X^fT*1TM-da`L{pR%xe0#L+ja7X>
z%apFOi!($or{mSds#K$pVXIkRTCAgIA0F<?2yJYx<YyBu<L27^gY8F;FD*MV!2sqI
zKD)iPu(R4|H|I<hoM*LC!5r8STCZ1Dm**E6Wri@f4CZ`ylI7;SeWhx0#x9U{<$$)6
zm2!1yu@wx-^{Q{&U!|yE+1`U{n+N-WZ(k@iG}Q0p&i)tJ>=RRT$28P=8kbcS58epL
z1dcUkD<nDSY2WFnw(OjqpL;|@z1`M}xK9`nlpNU4ah&rwJ!B}{-)*(Tnl3h_6UTT^
z$>#torrn7$Q<Sc>&J?QaSQz2gT5+0cYR-uVJ;4eV?aq)qL)|yhk<rN!hWvm9K~Tat
zCHN=>1?EyMZD24vap1E#t+bkfbx8x!WF$bALDi)av@Z?h?@J+*K@(?u0y)8}O}Mg|
zp9LM|1j9F&9MqE-3YvG+CXSEJMx%wPiNe(A#K28VEu&)q){x(fj3vj$l^IFT`QTvr
zJzv|Sgcj23jS7^#pyVi`><|^-cVfWv{TpcvjmTciW9;8Pb9ORZ$wVPr@mGT>G+2yc
zy#}oTjLk7iTN#$1z)>V273%A@(^KHcN+pHTqLxmM6}2?RS+SzbU|e?c0$g4Ozo{_>
z`yh*I01FaoLxbiesIkaUuSh~%reI1N6q_f*S415T@r|;?^+b@=aBV&uymgI0m!BG|
zAfoo%u;sMLuIIBb2a};N;FT5Lh@bmdI6mrUJz?QBYVUR9YWKA(__W^H0vgFFKkh6^
z(0A^w9&~EYsSeK-@g*4CVK=5?;H!K>w)tN49!0=_HHychzO1JLt@Qrwqh>j8am=7!
z#|Mjrch;<hr4m3*r#SG5pI$;5A#1r5(%PYhuyS#&S-pF@qsV)yUV~i|r8NE0z6#{I
z-s=Y1<$86|se&!vQKwYc+1V1!F#jOD7O*>J=zCL|x#fcK%J}XbyCjkvQtWD#(Kah3
zYXYI2&KmLAJ2s*Br~xpVj^ls5uTPD&t@-l-{XP+$Xo?Kv@LM=Hk`mpg(%M_QFJHV}
zTw31TQJ}Hs-HlPhpa{#u5g<2EDRG507g|A1*=3oY<_`)y8m*>?Uz4%X(J}eu;ekE{
ztOG``VMyH3{sECkTgcwNTQ~Z<y9Rn7zxr-m<MR4^c&P8=Pd@1C?z-~%=UqMhbJga}
z8@Fy;zYd49zr9zQEp-;#v(u^c<n;T|i)|9WC0)&ACx^n(q0!iInB`uP=y+eBcZWJ5
zh#kb#2WMv&d;6_&ZLv~o*BZ?^qj0)BYyViN<^@{eZ5LlZfBR>@{;Stdzj*un%jXZC
zJUqYi_Su`)PhR0p{O^DI-#_#_^pB7Kd;JWkbo}~@Z~yeGU#+&9hg+Q|_a6TFcfWi2
z?CrN-e|PupqxFq#P1EoF?=gETPD!}YLe4Cf$uo1!ARkN;lL1};1uJv<78gpnIqXfV
zgSlKzzoF#x?!nI5=1Q%hEhLX4K{8VTTW}0a0Mvwa19!GN$0tW%UwBI-0YUCeAh6))
z4==*&km(szrsK>E#cbN{%s0RYQLC2bHKVO8GC28$pss+w94%K?R?g2)Ebl-hnzfu>
z?Bnxe-m`hB@JgYt>((Frn?IbHNeLUC99c>(BDJEe(m(dNNj6t89Avq;p&UI~J_2QG
zt<9H(kE+oZ_h)-&cLl_MW361un^?fFz)qEhXxTg7a~@yW-`mt2u*5flFu1;K^tye{
zYl8K#d3L;IkTWZi(fnCel6YnOT|D!?wBc}dxncWYWL?oIx!uVZW}S2WK5$3C0dxE=
zWIQ>V$BkI+McJ-7>$YuUo~ET7n5x?GWj)|bYd#d<$lon6jb5E)!O9Gik6GB^lV9Dk
za+UtLxTq;}d7-+t)^@ta2s=H|Bi=gP+dSUuh$@&=jfLpl3(ZB~0&Ztwq_Bh04Aaz|
zFQecfopv_2ngm?33v;{P-#=iD3HA5%-ncP44JO|ONy>3#3~;j}o5<O@L9>K`<TLrW
z54n@ZMd?NcSYosgrsHwx_3*%8z^w}P3!|B@)XAw<WXLyA4c)prG0?+cUqA&78%qYb
z`tdO+V3tt!jA&!22>mL8FlOcqws_W;sp(QKWtj_W;J#1xs+0Jp(B@+>5o3MV8Q3_q
z3`KTJW+B_p+HBl+W_n~pvY_<3ET&SjzV?qEh<u_usn}*>6sODdHJXb>Qf9?K2OA9c
z+<d>g<n|xUPe!YZ?rb?Y@WbF;fwf-giz(Je2J2U6l;M8AvhJS)U2dGj8Ce4>LMXFo
z`@4|v0yIPvlzwJ1D!4~AGBR1n0%BbK;7>FNSUcL*880&$Vd833BY?NQ|6<Tz8MgNI
z>><`hhWduOuF2fl^z~f7;<*(E7`SmwXWx6yYAh&le7`QNF>+0e&gW<F9B5p;b4Y6#
z6#4k5NMzuqn~LGe!VYAEAM_0sMQ|cyaV<sTgS|8^5E3Yu;l6I=hNds+zf^owvQ^wt
zX}ANIHQ!33yuQ#_w17)a7SlS*CJC)lcIxZ{w^hKUE0ktu_^<5YjDped2u+u=2mZiS
z1?5r6XSUbdcBa9YWUHGtDVf8AMlCM5>a6K8tf%1i&ieVzvMuW3yfp1-HE%CGZmJA^
zKpNN`9V0*xVvMBwhNZi>0aPG#oLLlC)oWGNxWyv&-`3`?&TDTXS);re5en7GF>oZN
zgh5spD=YQfj*K>R##|OrcBN6}B@47Y5s&G31xhuaH9ZC*by{J4NjD`uxiVL3HViDa
z%lntlUOaOoRr4A=5B0ib<y^7IpDA-RS1OH<LrlbZXw@vR>V>dACdT@Ddm~Y&+gQ)d
zYpOh_BJgq};jsw#gm>4_`ytHV$4A3AZd|){^ZL+$i{dp!kk<kLzSZOnG07{RUHRn0
z4?7$Dbvvb*{3>dfNi$Aji_WD|N`lgp@v=kM#N@=l(B$A?bZ}6e>qyrv+Hb2|y?uE0
z`tj3;fs<pmU2Cp17CTG8A(}6f<yn0MRb^83;v8V1>FdwGGkv{b_j>W@1>x(pywaTq
zFCM@AU;p?capHSDeEi@a-1A4zzkc)0yVqZDv|EQ;n-4D^{pwGD`{K##Uw-pvckevf
z-&dovX#3;>P^;Fk;<cUupISSn5Ra{)64SYKI-Ay0Qz0o={VLl|Dl*H|%C$qP{Si~q
z&PHdsY(y*O!GTywe712+uv{h_8hHHV(cSx(s+nVv3Ch<@8pONS5=pX9w2Y8nd!Mwa
zNx2IYrKfBVE!b37J1hFg*>uc0fTE2trKUMLKDM&DcB&<4wQ+J_IZ)ZySZcOvEnPo5
z>#6D3)lWY8`Jem=qqyy4kR{(*+1?N^UwZWTflXz5dBLP&A+^w~9_?X&ZBU|E<w;5F
zYpva#weyP;4s^YXTC*1ecdp!_wr#YGVDq}aYfno|+dDryI5}iaf$a(|-9Zo0<>|p5
z@V;?wqk|x(Ae&uzYpq(VYDKiQa9CbZXfi*CKNcKp4WspW$J$~she6?bEoRjM6`h&3
zkxV2e%wP>kPuI0Z`TdkdxS3Yd%|?b)k5=TDUK(SSwa40GxmC^-GYW%<i9uk&Lv$0P
zkGTWjOF&83&qDd*j|IBi$$^&NcGK?{{JyJyrOeX>C6#pcN3HKH*HMp*b4c3gj(kH!
zs)o@yJVHoe=07<-m8l0GF=xd{L|r!x8g^|l!&QnU$s#i3xSp7dAXMbjF`u(Et0iI5
zoyG2nIu|S=$H$Y=N#k4=>T{&eA0guyHjG|eI{f->l=1MeiD<E+zQnDT<`JVd7!mCp
z=@@1<Tc<eLEjo%~VZFsogjJq_vIn~q@dJDy7mTRtM(ct<?NXR9=cW=0SnffUVc^5>
zhl3CVc)uNs0ndW^4|jFZjuxo2!UCaTzk_B*yc#uQh#n-6zQ#>2#GI*czadIASB9jX
znKpgZ1mXI-*x1;d3?XzayxBmzgWH-2;*EinHyyQ7B=>>ymo+$B$wROvrvO*!KTuSK
zRBFZyW+mJoEM5zSx^PIfp8>!KYV$~=tmX`vm=;6q`iT+LvN4O!fty!{yRXX^_*O+0
zQ&x|m;h^n^rZm*s_4!AZ!lvS$Yo8JQ>fYXy+CNj{0|U9~>E7#C&3kx%wwV!}jmWSM
zeqUUUWE+f#25iKS&|sh2yvPG9n(X9^bi~;3K+nyo$cW@f!M1GDPhZM)knJCu?#aVP
z8%uUu$wuCT5;Pd~8utP=$pC2(Joz7O!cBj=%(hlmnx%s0ob8SJWQ#{Po6AgU!_;<a
z<<@j85*E&<w0AF7W*fyc?wLHJLE3hBqgmKr1)NXSv@AqN&|9ihamtQRDsIk%t}8?0
z7>tUL(c0<?oL_UHX$0aLO~l3~Nu3tcrMdQ!9)`vGywj1V$FwtwgRhxLWWXrMZ{MyL
zSLSoD_QY+;Zn~=+vPqRTSS=*IksUL=-C(7cHD}jL$Ghtf?i?TKmt9+9>&WMd`#U?|
zeDm(|-aU!%WFn!q!X}gl&w#eHwBW21;k=4rCr*LG;H)x$4fghgEfGWE0W%oK-Ne|`
z<V5$a8|tB)YkIqGgmnXrnY@Na0V#%tY#s;t2KA2wKQk1tE1%!E@>w>Q8|d%*?30go
zcMr~vZ>z(u<%=vHsmL_Ri`jlA7WZ^k(wWJj;FZtS>9rIr{m1EGBRV>dwhvxDl6gEk
zz@=`qH`{Al?d6(>k;&Lg3gK3)S?xzk#dlwP`@7%%4W;YNi?_J<qK*`RN4M`I-v84-
z{MfSngC9`7*H3`s#=BQvef#Ct`<<1&_0@al5B}oM|K^Jq@BZ}b@9v!4*8jNBSdfL2
zF|;%Y;!)*7d!Y#*giBD$F*9d#yrTj6!HF)DpYactR5$=mto7Z!gY!EVs(F|`vopeE
zebHz*92$(rqCGvmsbuo#=s+qEZbGWZ^(&|OKCL%4hI|uTYiBa7qd=}CGIN&-$(c;N
ztW~6vUuafp)w!J=SgZyjnHt{qLeRJkbhEUyg8p^5ySBHvz_L-FFYfHFlie6_e99{y
ze=6qVlk>$&9PaO}pPp<%eqBDe+&|ipL9$;2Q{7x6omE{3>HeCsA>uby>R|Z?tj1fN
z4$9ZsB5cK0XM-K9(J1e1uim+Rbab?PdGB^mO#%<S(H2z4XW(1Y?Rfw4==5Nfqb%59
z?yMpCFspE8?e1;)l=|KpO>TF{vNEUzeg$5ZCd%wAO{vC(CD0YjqM0ca@8t!Xha||@
zonXe>BGxI4b04qc7ugVHXA9XGZeBhp3H_x;>HR<CvQuM}A9ytD4?m$+gBUsI>er|U
zM>Gg=%Zu|zIF*6c7i?M=8*{CC5mYvtp0<Et#-6n}4u;|xIXJ;C=mV%C2Yw~n=`^<6
zoK3NNMwD+kH;ZJe>pL{i8|nk49|x3>zk}1943A8WhwTUXx9!xru3fbm;m_yDN=^*A
zn|q8@&)|c@dYPxh{kX@{0+rJdlbiLN)F%@W`Gp-lLwHF{Du`jUmTG+8UY#K<_)iv&
zHhK^V$eg}sE5~dyZbI{sh2#VVX*@jWM#;lt#YrzP)hv6i6eGvPxcW?Y3|FXGiLp`p
zzOkMgs(EIk6X5xn`EV2FqKUzNdn=xNf|7h9tZOkL_82vO6!;{)WWxjL2$_yVhQvNu
z147sFmrc~tacRo=*+kVmA%-wMJkoQ^s&t~iOaCBAO_(t?KI}WJ8<shRrlZo4vY(c)
ztZ_6kaDIk%sCl#Bqy_BN>t?^8?ZvmGe$_X?Q7;`6iE!MpV+9^Iw9;u!P3o`*0=n1m
zpv~-P@2#2mm`FnZtsCy1HhLqy*QdsZD%t6A$xTR&$arExh0x4!50z|O|Bmn307mCz
z%}-B{L$@=tg}QH<49&)VY9uxOF4U-*geuM<dN+T8JAYsIb%zK?D4s6Qe>FShhi=Iz
zY9hM3wYs_x@SrA&Ft#9RvuT`@`MFsxHNUA~2!P8_L@!c4im4vJQ7u+OgWD^MKAQr^
zRz*4Kym_dUnd-Ev8<c9noY~lXZn~6-iO`m36Mzl`Ox;7q^?Wjl5A5L9sOC&xU~5hE
zu(X(G3MxOB!G_M-OYi7z)m%T%yO$`5Fn9?uC|HI@lvxAZP20B14_AsaKwcJ<3blD6
zG5I!~jOud$_&aR(mE87fYh~W*ZL*NYEFE3bi8T}DSHKB$2%^>=?5>_4Z{0rGXM4C8
zgoSotnx8*@u#Yw-S)9$9%DnM)Oce7etQn_1Nk_geF&y8<1nAbth=#|2usYc9XX`LJ
z*w1x85D-^;x+V-*{e3JP)GgSF&@i#<T7U0gPghTGPY+{0S*+*AHHw+S?oU7Y(CK(%
zWBc^*HpW+@RO0o@PNn@dH!YJp6@cv0CU%hIA+JUUD`D8l;o(qEZ#I!U>}<cd_vHS`
z<;C7fXJK`vzQ}mLSgn%3unXHx@`VzA#8Q3XtGB=W>%aO>U%r0#=EawilJ{@l1G;BF
z20{AAfBb*H*Z1BZAKVZ98F(6mO}_g2i?1GB9Bs81?w{ZL?RUTX_RC-V;@z+A-M+iO
zd%$UL(@5?LqHOO+D|(5!t2hHiIEy;y8cU0jz?-ky9L|es%_dX47&Zk*hx>Q#UG5(r
z3=Q_E92y%VeGiDdqf_LHrF#z^9vmIoJofhX1PL7|fRrBD$a~HzIXzw~7uGkHr};5L
z1C)H1z9_<ZHjzqAQnXt1qE_8XPLf6iB!euTn4%*6h5@%~Zl>KRirLuEouBUDlo<@@
zb_3nrfAIUi=URz}-|4WjmtVbp^!(N1mv5eZ`OO!19^AEI+uT^CQ2FFyj~Z{c)|YWD
z4z_Xcn~t2)k=r{PF0hJztmis`xoh#{cw3(lem<Pn>e{lMCXm;ohxZ!llFEhMoeg<O
z3G}1A4WD^OafeTit>12-D6K(CE-%1S7*nZa#I*BM(o++syIzxIr#{wJ#I#tu(8V+9
z28)-@aizd*kw)8$JU&vbkmkt3{I7G^yWu6{`X7TL?ASPPg)xcXV-Z99;>5w_Fe}@m
zSWk+%(HN{()PXc>F0!)=Zefk8`er*>%iQIKnp$Re6B&Fj00;k4F5PaF6-_$w8|1k9
zM#H1>nc}MTs{9|q`Q+izVN=fvxIlb5)YB7`{f!NzO-&Puwz<b8;Pf>1*m*duhx+?i
zgkkNI6GOI{*<^%0NnA0bwJH*Z0Ck1u`-<UWrKb`&o<npPgo+9GaT640zCu7VAyG(Y
zBIkTiDy{e?fI>upSf`^1b$P~n`Wwkh`Y}5_VG^?g<q<OfjP~D(4E2ChDe-YnFD1=U
z(DCf?F^$EnZ&TqRGf&_s)@nL7Qpso+nxIpewbT+>BU<XwvMNT$=%~WMrMa2dP*3`O
zg(6`}DPej%RE&+{QOtVYCWev3>`aYJWBolEzzsPwss;MH*vk`Rg9b1KL;ecxiZzi4
z^%W3k6-UBrk{8A_0gW=lGtSwEnr6fOeZU9k@t^+uCrWLY)%}1>!;IWPFOT$Fc*v-x
zgVLz!IWf`EjuPQvZOWC@q>+xPUJd$t)>%)e=V~<@(?QTQwPsR<KoH_I8?hzC#>cgY
zkB0Evd;#EhD@d`3YO%CXsl`YA^Hk5ZPd$?Z-8anMmY9>HqekiR;ePTL;2xz7c+cxH
zI?^{j(yxxk+U;N)->$h>t6LP3B^lAlYe5ZSnQ;+LCaFY8WBY7kf_+`7DSMS87LS(|
z<k{}J@+#J;j*_Zu8qQ9Bwwg;p<*N|VG_+98H|Ahk<HjoKP70fiqnM$x?Dv(UDTfrQ
zrrDm7i4G^qQOOrJ*H+Jt4{)@I&^x=^-c&heIIpzKv|Q}L7A0r4D8raYaFca3N!a5r
z^6JZqmL!pp_Lr&I&C0%LPPMSQARr^O!t3R-nVFf2u5gDo0kEdi@o2ropE%~dSpx1!
zr>MRnPMn#nrH}95WmX`UHEJayx;?*k31nt58&$ALg>IA4$q6AxE!$EQ!(I#g^rXg7
zQ&)e#z~j(hZ#X<WGGZ(a5A+ZD6&e{Ak_a2NdV7>fg-BongNlcGZr$j<{<)73U%GYc
zI)I}Njf34YdgNji`9{Dar5^xmA|IQqrc<=sOe7!!t7PRQwA!2)91izOD5vioAH9C?
z@bT^Y2kYDIYHMS`DS2_V-fR@hOK3e=Eevd6wdKarFTVb>zx>Vr_2uiYtRNp)I6h*&
ze{=Wj?z4w4|HuFMryu(5`Nzlqy?zErzF)oh`m5Jp-bbcdTzGJH=g+?V<rmLi|KjWK
zjt);58|=T_RcRi4Kem4~5Ykqy9Ka9k9nm;vZ5}gR__O6wnFU_kqqUC(fm=Vz`tjMx
z-q8W8CsTwNIj`5z$-&XtX?tx$3lErq1MS54h|2|w@YLjZbaHZZEW)}F1fvwU)r$rK
zD=k+U%m_3w>RG|*uQ&s3=${qzl))WJl{HPYoh8j_rBZ2sf1|ZfHo8p3#&};16-tX@
zn(uPi>sLSj*T4TS7n;p)zJ15X&hmb7=lsE=yC<i6Uw-{sS+)(}0dN=JR=d^dw0XS@
zco>im?%#X<^!}YYr#pKFtqoChRgX+VEcEt^d}7<1ix=kyCaz$28Q?6AFjpC=jB1Yc
zCr8^4@1AHMvdY}q-EnSZkvD_+;H3o+p~~{gvL{59<nj_HSkv8Y55!_)8Er^PQS2T1
z8eW5oX1PJ=O0oO0#d!4ggVjPB{J}1wS_1N_ndn%_-7efAX_d7~Zgr^vie_3if11xw
z+RDXQW+K@EE!Li#s-hIt1u4~08n>kx5;_o-T7pB`^Qx7i&aEufjnHxs{#AUSIbW=l
zRTTMb>?^iO`Vb}!(e}Tj5xZ5KBE~IbExSTCo8i8js1!C7Tx+tB(^1#|LH`d8^b}HY
zn5I-r;w%&d@ZHlQ7}_ECL?$Jpm-#`rGL|Eh>pEF5pS1{^iN{KIqJkEEx0v>4gL!Pc
zLSr2Z&r5zL;kb!5=@zViDhX)?;U4hIqDm)6173PSp-&m8P)5~IMoc&}Ne=w+f!^_8
zmlt9(H}V0FW%PGLRSxw9=}Xo!5LdN&Tv!}vV*~8w)l6(Q5=xE^QmzyO6^U;X!?Tua
z>YF3LWnz+p8H}>&iTF@&0LfSM5CB~#{ns>C{8)%%*@ltE6_6#~Tf9oRBFTu)IoW>;
z8BEjSWN0`UV-^B6pJG{4*XS<@8-^}w)x=N_u*2sc{>;CwdGUKfBTCXI{U@*md)T1Y
z$siO7Tw4N?QV*PR$?#xmbVQFNH0#)4w<pjzH$Hd^vo-K{jSK|(Sbu+HnBeBCgr+6{
zL&7>GX;4O;aQ`iJ+kTVk(%;oRF%rt@Ae4QGMR@9rbDndnPLtr|*idX@1e-KT%FE`M
zLaoA-ADMnJfpsT!RAOh+)!DQ`q&YXU!2qv7P`_nW$g)>8$_0QdYM2qrceS(Dzzb&m
zWI`jg0d%o%*(|$AAfxW`fHqr|!rVf+w8msrnd2p6*XPU3Ps?$P>PYpU=|rsnESC1|
zu~V3la4xJt|M^t}Qn#_TcIV;(5m{8ZwFGUk?qJCYMs}kUma~cNcD=J`Xd=Ql7Y#<a
z+5N5clf5-l*>X$oe6lb*LtS%VT&Q>~mGwm(Y1-<^<OZl|txM1s1UG=SV4xix1_|><
z^QrJU;6aGeMoE4EqBMIyf*4#rXKl;7lAmE^X=!<>Tq%Pl;yv(1vf7Ufj|>j<O*6y|
z_UVS3ob+al5BB$1Fp|9RB|^iaH*fZgjEwj745Hlkcija1(yxs=F+3PJ^1Hik_H<wW
z@WT&fY`Si_QhwH6T-{pREoTd@Qnj8hmuGVMX^mY|^O<ao7(N-*O0U?<d4&8G;_Vz9
zHiK1W(g$nnUp#(tTZ8WI;d-;ZQfsZ$TkZKqAvIe_XLXq@)f%gfR%Ir~b^M!O|CR#q
z#q+oK&hOehzIfz9`&0z-@BjWEzt{KPA0ONg{TX<2dHIVkzy0#X7x&LJqLy`Y{QK{I
z_0<>e-hKJ2+voQV4)D(vDXR6EqkFs5=p%&tD;DO=T9tA|AX<gU949?>nq#|C6TxA~
z7o>(GTwiXUo}V$*Pg^krb=&bf_fDDc^Gci-76yR=EJvofhHM*MDkevU27>)#KBroe
z)ts*=77MUo`k;*rywu#yGa&f#)Z92zW2i=zT3N_YS&qvi!o%!rT6R+2P%N9-j7i?^
z?<fE6C)G-Ad8G{vd+o|+Klyim2x{@o*RSv1K3H98J$mwJcTb}5?u!=>B^?pskM`~U
zz!Mv*D@_%R8yxMe#<S<oA3wfF_&U9FesX$ne6Y>VrfJdA!G+l)KRxU`xIEZc4S*Gg
z`y1915~I3vw>CQmdz*L8_mB4Ysv3=E<=}9SpTv%D$uLx&3*7I^i$D{$8$4#r|0FCq
zbKbUXSK3CY-KeZDFYWDYY<1e80<O&LQmo6X%cL>~`Y36O!V@sbi?b^W^Q%iuR0;DC
zn--Us_MdDz#h&8!K^3$Xq^6M%c$az11Qaz0ar-Z?w9K@bWE5?i>7`aFTRN)?C*SD=
zXRcdnR<M-#vW!?O%OFVe_9n;fH=Ka(H=3{E9p*|?laQ;CmDSbZfq}q<GSEX;nVU`F
zfIA>h4EE}eOd`Jx_Bo{UNHb0&pt`q`1tKGTk<b9$#=Y3?4|T!vOZ5*_z7!;20(Mq%
zG7>n+`%&2y)=0pO`+#{KX<s{=t`%mDMy6903heRjuqHHHZ9<uHB0JluNLVz0RgAy_
z)&O>)72059w3w!4v4C6IjN55W5YW^_q7WcU(4){K@XF{^da-lUwq~dfamtSp%pB3D
z@0K-NHZ~##I5jc^fbYSuFu5@qa@0T<0MacGlQH%!f>K>Srv4yJj`WLh6VVu%%kryA
zq@C6dFgP|eVggjH2SCC9?<38hHmW)S-IM|0F;U^vJWR(Hb=4#(b&WpN(5-7L^TmQE
zosyQ8a~xErseG`I#>oUFv%N*5)h3{cY1}6nyxA2W>CaDvZAj5%sbto>B-0>+NhWnR
z8tAk1lru%N2o3a&4Gcs_@VlZSin*lKVVI*{o3oqud(6Sme8J#3Xd;@5hU3vutFf~6
zUSxE9WYAK$RS^JLvDf1yx7se}5^Jsc!N&4Du?x=B8$3RNmup<<uyT^w$w3+?^;fD=
z2oJ82*b468$#&gpUS&|)8PE!}UYuE~&Mj$~FB2wHZ1@!hb-;~W8e^ox)}M?b{~OJl
zhKZR3zozc4xg5NNr!oGXRF;tjpsad&IX0g>eROfpVf2ozyptoN7qE;*RIk#t#@yce
z;_kYWTHwE06HmsbC}q8Fz5BcwscPml{(9FyVqG;C=gfpgLzr_4kVFQ_Gng5}46$CP
znDYya6tlDIsC}iJ-7Zc2?C6L;QwPAKhvy<WH6y3ewT0&Td#1D8cez?ate%SL)t*!i
zGT7Iv$J{%8g8Vf)it%IHXpJ~FG8`Hj8R#>8g}S<WFzI```iBRGNM4lZo7b;eL2`T{
z+gm_>^2vuEee#JiBmC7*KK#HgV`qJ<GMg=DW@a(8CzT_l%jua$4%jh{)M50}_`ruL
zDIDtUjtmZ}eaufMHWn7&JbHZR=;FcoUEmFa)@p-GcY%|%R;X0-#^ds8W4=``nY;ex
zum1Mkt9LISy?k(S@7cp=PwqdydwS>fvp0YDpMRvS{?O->@Au<>eE05Guiw6V`S!tW
zMcWH^PfvdN)mLAC`Sq(8@6Jwc?{jYL?WA;TOix#;m5oiD>5bA{+2}Q=S!0m}Y=PU;
zalDYt77L}Vj?UsLK&#fE!p!Xc_Qv_e#d>EwnVNKG7a+o19cDPm>ifbt9}R`V&@{z-
zIusgY1=UzKlbM=RM(p}EI%u`Q05<0miFct|lGM|zr&CFR_?32hCX*nGsXStrl98K9
zPA)FYyDfv>Se5SYZMT=3`v+SHqN3AA#cHj=xPRr-kAM0{|IP-4-~RMy^9-PV1E&6f
z`}N7Avwh7%&H1wvSbF=!78k<pQ|m;!Qp0+2dvp2m<NJ5+-#<D-qCHT=CZ?&8gr}C-
z)*?^s$-z$h{^jxc*<q)%Rw@@c#7I&*owgmOdbkxq#pU{m#_jdCyrs?KO1rVuS=rcF
z1utS(Gb@_J{3e_Q6cu_Z&W7u`k3HPqL81_W4DLsngmE;$)mI7{!x``8u>ie5+iVi8
z6E|0M3-jsaY;23UlxC=Mu_}LGnJY>Oh)tDCIS3v@lj)lM49UFFsM=aO#xE_@kUdPC
zMoaxp;2sn(Zn5CD!u6fD_?Xu$z;w5_zeldKQ#5-CR;p2UQ|1IDG`>ecavRYTMk7OA
zQh08_<AXhPDtn4CMLeTJfd__N8T%`2lNdGaSWVIv__&~-^3y@ZHr0!l`#r*IiXi58
z92ps;r==}i0>pv-pb>+HJ1lub*33RmffW_SRAvUqsUHRk!;f-Ez&26F4Jw<NmT}Vz
zXb0qT77g>`VZYu_CK0|V{f7S80?WvOBaw}dl`_U8{0A-AJwd?`Qs~IYSbwjLXArB5
zkEwXB7t{rY=Mob__r5D$eVP?6Ry{BMH!7lNO@sGj^un}fyw6RJB}5}5<7PSZ3F%1x
zwV}X178xDrN9&4>4r50cJ0(3;c$3KFM%e>P`7G=PFJ=>(jkGus;+|sX#x-T7>%aPm
zC7O0ll9$}$z^$v3;jo2lDIn{GrB?lng2-fSR52pqd30ca4R30sM>Z2D&9jt*!PkzI
znOf2UpoWN>+60)@k31d;4f)<|Kgoa$R3HzP96;ZsXL+di=19-gWF#2g)TR?H1wo0W
z;o*M5r;1V&8VkSmqJ%^$KIKcPcxB;peyHU#s2z(SC}i|x+&rF%>(Ne<s%phF#YC)?
zglP0N$NHh5z~YmbSb}2Dk$ykQ^#!2Qn4r#TYl(}LZ;?cdH8DFq0mQLX&9^JF%QZ~h
zIQSiP7geKPF~0#3H_VnR^_s#7pKVsdR5`b`wHA~@%-7HFTm~XIo>ySJpm5vR2V~t`
zV%$6W1W=VSW;+iXkq%Hf-d}d9k<ormR9<@av4uLxYF4y1AJhUF$pS;GgOFMXuho|R
z?u1g0`F3Mo|EC9TO!elyds`35o=o)V(aznAy<pC()f0&%uX@9G)@m*;wddySeP<n8
z&9~A<L-xEXbf@D;Ul?CHi2}w~I6Tf?KRn_}D>XhcG}v|PRwx*hdWHuE`@!yST<y7e
zqvzJm?wi*?{`jLSS3bMhb;|?2`q?K}Kl^NBZR2QX&%_0k%FSg3S!L3ln$q)K%6Op$
zdwDtBTzoPe6}Chh9vtoM;mO}<Ej>EFeS81(;^1^^W$kS5P}9)Te6v>6Vp-z;TA8oe
z9eb94_3fYi^<VzY>nE?DJ$Ux`-s6`~UOa#FED*t-zx~_4{V(6|o9~a0?g#!1Jbm=&
zYf9JauO8mH-&t9^JUvBT{p#&EUvh%oy?=aoyuP-fLt6w#QX151d3hOG6cfE#u99ok
zR~DUC(Vp!e6Vrww4C=Lo#ZETMT2*p*y>s_AkX8|t-r6a`BO1yhjmyf7kI2d+-Uq`N
zVCzhBV4&MDfMdYs;R?+6CDX^kWMi21pSf1FnN7zarhPnKj;Y5Ajzk7f0Tqcy0j4l%
zyA-U|a!eE&s|ihwX8B-mZE|v4f}8hV$=M(LtKT#4-4TjD-G#ui;5$7#uq%A<;5KPU
zo8%@C>%p2$A7J~v%QO2^t`s_zi|vDZw;w)!`0y!^^Fy*8uD-oyvw<DKNjj${^7eU<
zqg?N7oSq)*_`ZAh+#D51MqId?%Ydu;NcIj6)M4AI1dOod1zSbbDWeps54)EqNAshZ
z%23CUOyeRnxnggvuU}rAtA~`<q>MqU!bJqsi<+LDtlc69T0mkHA612&(X1qjl`LXB
z7Ud)35V)pT{$93c-%LK6lxJil3r010*Om?GjvsENTo%#<%E0t)Hv<$#y*bZC=9VNH
zAGpO#ytBly<i`36Y6t47>9K4KNF_)5dndV)Cc<#6K2>U(VqwIJ3CBT~LvXgrGsc5d
zbRrt+S1B0oyE%#QIXX=H0zd#ZpP>!`>rY}fimvw*lY#Z!U?#oD_QOp?^%@_7st8#U
zSv+z7$`VQowt!A3336hZnk6u&6#=X29y4o^7bk{?tiucll#M{q(wi_5*3eDU<GSZ)
ziZVfIfA8;A^JqKjj&C@j1tF&d#<OW<*}hQBrjq3zet)d5OW3fWX?~<%cO<kImsDbW
zK)kW=erLy91r(M*W{8e#G>gU?J}Y%Uq`X{w%)XC{er{S*9@NGZi6+o%#z89lSL{mm
z{_*KiBV}f>JZBj<F*IljMb=Wzf>3J5$`@w}CGWUdo32BHJ%D36hQN+ZdRIUAnGLKW
zp}@T#9ZLbS;b26^e7CBCFs7y>(D9++?pxCn!9Yb-v*#6fguE!F<5qQkYD`vU%K+{c
zpPWfVAwdk!;1yPo>I0IxY#_qSNEtmrWWXRYfJW;x)NGuG1_M9`FF|y)>-r~SEO3w=
zv55D93T8DvjT!(04NB-B$PRd<9tbEdvtLkIIEgtwV#{0+gN<uiA63LDddahA@~Ob8
zjtuc18WCsW*u0a%yk<r6m%^=%?xCgj+Tx=A1=g$iB1lD&V_wLS1HYJ=Jk(LNw6xJ)
zqIUtR)r*D2xvXrg?}6EDCKmQOmv!7bI9gj-bG&iTBQfXXS;T-+i3Jtjvc%J4dmF98
z?e!=3F6deSe0nY}&Q5oB_Q~z7`2u@A52m+mlGj4%?Ao$J6QUtfpJ6|rOB)>J9Klay
zr2|qcBS*sYW$Lu99d%^WNwKrlA!4sA(yM1SHa84Km1>zqc0M?#8T3l1^+C=Xx!$2;
zO6+k$<2jcfJxp7aCi(8}p6;IBP>8d#C-8s`^o|Y(9Zxb5c8=k}fiWFKU0we9`jspF
zKDO(|wd+@-(TNX!`p36!Tzh!`!QSR}CJqy!xJpCB46Ir)nQE4*jbbG;5efF@jz93l
zK`(qbIXVm=Z2IafEkC(@_~hc@@#euwV`+DNvt19W9_MDWi+b8}1&t3KJBxbb*T4MD
z?|$=FFCPZp+eddFzIpzJ@OAt6{Od3O^zZ)DkJ{G{d_4J{Km3cMi?=V{e(~b%qsxa2
zwdVQ3$=f&IeEsfMU%vjD%5!#dvAWh_@+y^cw4F_g{Q8DlZM{;KE%N^7&}Q!C;;?W8
zqz5@@w`|u|5o-WBv7|2U+~z`uhn|d0ghE3^Dz!OfSu=qn$ezJI5lH7MAK)@&gJm{w
zy5wG<sdGFq-m85CsY+ul=F(~^@Xn1KqTZ#s^g<Ie0iZx5@Tft8kHdgg$ir||)|Tg6
zO<tzyHEMnX<2{dv0S6CA_=o@cUnHj{PL6h-K6?<P6fciY&-RZ`51+kyM(G2iI6K`x
zI$X1S42mEx4pnT^qc%1+j*s@AJ-LL#ha`Rc?D50Lcb-1EBnOH;DnAlq?8rH;%OaI)
z^A%6k+1a5nM&Qx#R<Bo>{0(5x7M>G!xb~7p$UR6j8rsfIM>F`g>Pgr1R%KzKR9Eci
zI-Z{)yD@_`oxCe0P_m~_9)9!fH~t8W1$UYeu3ew&v>QD3f>SGWt5N|4!9BuhT_L!q
zR7(AyE4&xoixhe5`Cycro0S#iGik&18{i7FAZ2=67}ZSDhx_0dn`ei+6uwnityXz=
zgXIKXOoL>B)aF)VN$GB~vAV)_5|kuMa7~QabsAvM&p^_Ovj7ys?$Uvy4;OUC+5*fW
zi9$fcfJiMSA`qrEF^Yg1D%GAgQyC#L(V>|rn|*(LR2FhVMh{ji6AR^%Q6m5$3n+|3
zi6Ev$krB%;;z==;te493CAdw-E>5#?yf8A334U@cjD1m<nPwTvzOUV3wqaomp3@wE
zPFBbC^aNIzU;>=ih^D>jEc$v-J!5(?(&+xSXXK@#L`e|HFdBzOx^E&;<lfJRaqx<<
zfPrsQ$vF=qF>l+Lh^nZm%}ya-QTdqU4VH6>@#)Y2K2p|<5gzf$gPDh%!UffJ3mT%D
zo+>cpPe#-HRDIoWX9gbJ+xSFyA~XzK#<(>ziSadL{`5fb_{WEPax$$nLwJhWRJgD2
z>PMg4{OnWaF&-^ew{XvO6-X+UU_uz)OFAi{0pi}4Rx-kqNiGX@T@S(z@5`9<lAE2x
zFwKX?9%Vq%od9c6tG<VDe~%xiF_o-D1S7sokBv?a_NT{3?1Fi~LcP7fBa)9?Uq&w$
zGJIWTr-f>96FEKTNF=c~wLuWyD3)d?)zb5<c#%<g!v#g!T!>Q>tx~Fx!WbDg=2`8*
zrJ&VWB^T2PSP5h{gP0_vgPm6$z(qzS==cP{o74@W-Imts077DNo>sub9=Qp$;`EUt
zf@Ol3Ml8BkudURITA6CuRJ*3_NUK_$vFhmfNDG*%0`Z<U6XZPMiyv~D-b}n}NyL<9
z7h%epWmYY#Pe|3h?XBbEbCyw<LABZ@D@%Mm6t7=BhYg&H@}1@j#p3!#+u28Kr<jGU
zj&o58g<_;w6SLCUev&?&Iz^xz?tEGQzyQj|u+&}wqG7gY!7ck=sf^NtftLb1o}92m
z4RV-c?6OuBq674>vGMUy#r0xMeSQ7(u<ov|(9qz`Yge^BB2bKnLOnNc_OW|eKz{al
z_sv@$fAG_v|NKw*?=`aZ_4U1Y_HuKz!|~B7l@&n9hN$1F%+A&erPcaUAwDH<lL&{V
z!<LVu)8Qe<jZpW^xm0qqz5MXv!R`Hv^PMx6`}NlHs#9iNgr{u`vw39wTApY8s($sw
zH~;xR{NHb%zczhA+&{ka=>9o8&+R|`#c%%0fBF0G`Q7)&hxfyN1~%7re)-ieOkYp#
zJziT}yL)o^>e;(r{^BoQJ%4-q>=Jd^|4{7Fy4>B@*Az1<4wB|6F>kYhX=Em)zqe^8
zGYKmy9#q(N_lmhhEZJx*$UJVWuhOHYrl*~B<8tDtN)|2(N5+TccN7LCrpEc_aqmG>
z<@#KjG-4pK*6IzKn+;>i)hQr!wU`<hvT<_If0`{vsN{To&VVr|FrHwEal42(7LJ8S
z2v)Xfs?-=Wr1==n@Th#RBO@ap{Pf@Q0&CTIK*>5gJU`yPcX`UnwX(9bySs((z#4mb
zdDPilVwhiFZ`-|YEH7yhI^6HPe18A*XwTKyE&v4r;LAYLYE|h`&DMNp)Ah2vyl7dP
za2AHhrljpDBx)}hLAQf0;Ku3U_U`ujwqHBzhesNYj^s)Edv7V!2AXK2Y?o%+vXE_l
zlM17<`v-~49IEc8RLnxJa)!Nm`ReTWM90eN!o0FMf5->;W!1<_<M6ILz%ODTveNo0
zqO5k#DH9TArR1W50D_yoA>AcZxu(*-Vip5dq=FpjPX)(+PL-+=&TXgAs%4ucb(1;C
z3>7+tD~=pQO?F_!-8h>~ZJrbFeNWAld%cfA!4MZU23ZlBG3>=`g)lL6c83QBC|%&{
z@Z&R+;rYD15*9>)AqUDp%QkRmWhUsI86WN*AL)a;2d9dLdTCiPeszs1kx?x+`U=S=
z{%o+;oKmhmEn64h_oHLFut{MyWwVLttoA8{BXx??aq%~1C--hb2SIFeW5W<DG@FQ8
zf$^sgQFZ+BGQOErCcysq5Hyz+PVl^p^fS-<#WwE)JR<U1L0>}{8UnID%r;-LO|!%d
z4brm8_NvCPDJD0Z`3Q@3Vth!F5j9CJlHVQzB3O@xho_jzM)4|xj>z%8oAKeEY$R0n
z{t1U71O52499*h-reYDDiyY$^umEa|{o?~&X2NnhMT<*};<d^wOd01WMWLSVfBXBt
zrzUAspCiG=R3`H~Ki~8kN>B?Y7fMBQ2&*~OE2xs3)|fn)O~y(Ey^uikss5YSi5Mif
zmH`GoHe!O(r9P30ODB(n`nw_8$cfDTLAR#;WOtWo5F?kK78@A`=)nJC0gsFflj(;0
zx*Wgkflv0gPxm^E^atCUhkH9shN_ta6#PoPP|HtaP>4%#>rp|eot5mAx3<C~yWp9G
zD#Mrxig_l-1f|Q?ElSKZyb<C^n)3zK<r6d0Xu83POmZ-noL*@*Q_)~}*1XxSm(TX3
za6m_<4RSuf<Z9n)56YIWBEcXxI@sN;mv9PqTnje0AivP}cpz!}VzaU*5}JfxSP7>t
zAc^Aa^cr(N3!m<7OxkkUY|(Da-9Fwr++JqSd-~u)59aaV0T@n-8@9OwF|oJXSzTLN
z>)5}Q@K@ns%UPu%;4SG+XZ^v0%P-!&kq2+Lmk)#g9VkR=X}>_XZ#Fd$)m-DMe4Mhm
z7}QY!ANfX=UQ;nIqJCzuSYWx=A{B~6M$vwHdb);r^7{v+ASKEN2M4;|PhT8jUAGXx
z2ADH%2F&}b*FM+o`13?EF<>{@)ulRPYi+YUlb3rZr8?kLvw2JWS~k1hXqOVn_|TBi
z3zdZlGs+?01>E1`t)am2;q8Z)$CnoeXB*A-*3z2Fp(^)&Rg?K_tE!8<zEG;p7fRp0
z`_upUyTAV8>8n>y-hiwkeLcGK@aetBzxnQW|NX!Je?RP-^N)}Id;Sa@?d|>Yt8d@E
zeupi*)L6RMKY8=~OM%B1PrtaleSd3fn<x{|2XZs$enEY7t0{0}^irpYy)3yG=sraN
zq?nx9e1)vs&^#tuolVab3zZkIUTk*OTo5ud=z6wL6LLBchh@R2guf4!OEV5<E);Yv
zX>J!y7kea~q-x37WFi6boNqK5QkC+1fpwr+X0Z3a7MmBbLzcXN4M0)9Ww^rwumv3+
z?86-et-^_|R!dl^8WQdJsQ!{ZAO6X|p|D+?v!tCrxOX9xd9c5O2FBWI);c`gW5U<$
zv$WheKH0l{=ltQrN1N+LzglOtfxoIe$bnSxF3HG+y45VRzLTfU&W_qkwZq+Ib=mYK
zl|#n4qoe(u?X^R*AXGh$LurOOwYRgWaeHNT!6|rQu?b*w{n{rx9f&Y|u!1u)n1<?-
zQZZ-w7=-Tm-RG!+w3;%-z-rDJ-9MCB&8u^MIJSY*D2YcVlez4)KP3ba6bX42oY3pO
zLnCDa!$|&5Qvl-_{>DlG;HjFiaLmLR41o;!2Gqn<#Mh#1cGi_qdMftqXH^KJy*0{W
zT&P!KYiW0u2^Zd242fudo+%|(fb5LfJci&UI;-wU>Ciy8TlQ#QS9GX<DkPUTVEnP`
zgOWfSU<Y#J9z|kjwIXTC%0|cH!G^9MkwD9gL2YbgKtm08JXi#UN@$U1{=JX|xIIPd
zFe6c5luBFNP)KC+Q<LFDB*Zq)Ol5UQureWJrVaZ;rnt&%f|3&%9t!pKf_XIO=Luza
z@5oes2fZ^I4$Y<0mW&iRidIlGi5o7@7}b2uyT$R<XK)h0L>5Io0xYE+0h5xg3JhsT
z7h(SS30oNZEFemCjr6WkI%d4#qOStT4h8BT4J~JP86JWi@UPL4K`#BNP;V&}EvKTh
z5qU|?N(#HD-w&T7y8H;dR#VBbFf|NPJ~1`~184kWerBzY!Md7eb2B73flcO~Yae~6
z)sOFoL0%iWw_cFBqb<KrlCoWi9@sM)M;PH?8A#OYE1I_Iq-7eEGEGF;Y#?`}{EV3B
z-g9b)`~Z4xd>&LHPFwG?oPl&1mhjnF<|1mzs+lx<o7ki0b}Tg7bE_*Xa1kDCw-z7V
zy_6pftnaCStQD-=Q0#aYt4gt}P+ctiT=rfk60iE04BBj*;=QJ?$+3_U16@dzD}_WR
zG}To9+?C*u`MLtw1|rr-xkbKHJ_$VwB)*LL%P1u+&m3sNM4s0>9~j^ZSws%66R*Sg
z#E9?8S2;O7IypOTFSoIj1*i==K=-tH+A_)p*0ic@3(bwC8sDHN6U&Q*p6qPvAM9!Y
z!HSu)BRCuC*EAfN>L+~`QpVYAZf#?$)mn6|=xl9V+`C_yD_2!5Bq7e?jzyQ3CtBbB
z?7LsReEAYqknCnuJ32gCb}_0ql4477UAGx=X4xVM?hy%y@$txbSZ^bCDzR&HTx>jI
zcc38b+LccS2SF#aX?I1&#(Hnv(y4vp#!V#E-doqMe)?h84I<dJq5htmS3c|Q>Aia8
z+Gihs@{!udNc`guKQezUG?%tlJGtppqd3PBVgFdksw#;WlIe|wm3F0;9v=r>O^l6C
zj*LWy2Qf?{1AUs@DdmsvJ|<+{JGt0uudFp&9SUN(>cG6R(4H@rSL=<{dVRCK`s-i(
z=0E)9@4kKW<+J-Qp5A@@^xnfKcON{wefjHO{P}<TZ$D-pzvtt}5B%ZnbXH$JdH&_A
zcdwqkUS4RO9~{1W_2qZJ`15B^zPQT?w$TYHV-}lkt1fA)?M02x<_^M-Q&<2^m=`Ow
z_L*f{5C~FoxW2qGrvOctR|cCZ57fN6)}FRYWO5k~O-3WBq{QO1Q<%dUkk?E=QH*BN
z0ZT`Q-1*+bfXnHCZOUS>ciS)+?Cb^k!KLL@z<kRVa+AECtz1H7NrGIH0NE@Q_&~>l
zayAWd`5C=JbThUU#f#Eebr<Dgo)qxMfABBe#qM36Ke&JS{P`ojYWMG6xD9hzTwENT
zE8jgk^bcHHtY5ks8L5mto9j#KD+{@qgpmfgb9M%Fv9#Pavn{Xd;i#8o6;bZZS{k%X
zM7x_S$PX&I4|X>-7J-;<&=%X3&GiL#`rBuC6c>)y^W0zRBe&aoJ65Fg>#X^;lCURu
zsV_QL$cjSAu;XADO&MLPcvNHKnPgC{tI`*FwbgVA&abX42mGa~+B-HdG=QYS5?NHf
z5zRX)FL4^!&pc7JYPD5w%q9~~^{((W1yQzRO!?9hD2VPcQV-dr4{o;zU$qS{f({Z#
zoj*T-Q3QCAOkQX$Noa}yIw6{4Ys-Zdaw+Q%QUn9I-g6t|k-i?F2J0jk1aJn!OgRU0
zK8(UGP2gOfo{Du}`<$s;(J;}2oD~@vLQZv~4=NXxZbwbxPy<mKQShJ49>RJFwT2Tq
zBBMhCkn&Uuw{kaDWKsJv%yk?v8!>lwkwXha>r2L@_mFmj*Qk2ItlbQ<leJA~1o$FG
zmxxXvMtXwWsR=&$pn7IFHVm{C2@nm#eI%OArTJKR0FV>jfgI#J<UEJs_p_<YBrQ@o
zkn>*YD!fe$0Y#rJN+A(!#W0yk2!S{-7t}b88QZ*VmdX^q5t^O=0=;e~5-J6S+LO?-
z++{)shKg`sw^>W5lV{#Xnmi%GBoXL}=uG@kgI(7NV*b^0h^~)#spL8sf%4g_AAR)4
zfAIT5JvZlOKnyJCjXfl$8BtSKK>KD)c$PV!KVQhJOT(g9c#x>22gW7=^R2;xCPd>$
zA{KNu_TB2g`B@64eso}B#C>**ZJu$?MwmP})OAysLaNjdMSmkwSwv68Ci%KS^kFVy
zijd|?5eT(t2onQziw=qTfHw-TAS`LE%$Y9+=pD)dD8E56lqtq1G1ZvK&EATcKy+zw
zz9^N<GBh?eq*K6)L@vbQ*+NkG(TpUY;K2rNt~eGhQ8dh+$P~J^SVx@DZr~YMK&U65
zW)e6jUMIL)r)OukFYlb3QI}8i`J7@4C(J}_LhwW}kdvS5m;JS$oZ&O430>z@a*Dhx
zl&LNX=g`q?f0x$1h^Q?7P1<6jg92lqaK%*Hfg+4dXsbypvt?bRx0jTE<>jV%)y|KP
zv}gDcnZ6{w1$u<57hBDP!=q+v5n0CmHNd%M{bayV`odvmt^ted$oQyTBi9!K7!z05
z%^TORUJ+;<9_&Z_Qmf7SWd!^Dv(I~2yt=zS{pe?YUH$wcWkZ95gP(r#*=L`8a^>@D
z(}~%i{q&~;0|V<w^-F8Tbgq=iy{Fu(eNW7#;dV1xv+MbySLRFvd^o`RIbJErvVdkX
zTx%}AeEjP2`1bk!$@cR4{_5H;Pw8xKx!zKuJ6|jccrR8;Lh0Xr`ORPd#b12!?B(+Z
z&rM%1?mv2R@4@qjPk#CJcYpVHKelZDz{ivC`NMBjt6#o+`{vo3w=dsm&bWJe_SLH|
z{_GdOet7@+o%1{H&dLvMsn~?n1g<cdlS<l4wvP*Sz9ixgI{TcRn2sSt$@xk{wT?i1
zYhE*&yIgwz<n-|P05r&PjLbn2pBRm%Glj9SXhi5|Gz6N@I24q3$Hrm!lxDbIbNO0I
z=3KNA30ALSE^T`fRNm&53!-0OCZO!6p`=$A14uj5k@2EZof{hqV~jTI1r5<PEcf|h
zZQj~6LnSMgik$NjaDVi#e-8&q8{-$MEgoGQ9c`YU8<AB1EHlaP>}|AHS_ULQ3F|Z2
zCD;euiyr&d=K86&#;uiVW%gFrbs*JXAgL78{a7{fXk6Yog^W1Z-`ZGftSwhM8!bu#
zE7y@VC~|#a_RiVPO1o}uR0z%>Z^2R56SUSkJlYnsIy~f)I2L$3I^1e8aA6pwr)rga
zXSK;6K5x2x-$9ILPX0<xMeR6Pb~SXP{s4qYNNw}a&(GP9EH73Y)u30I;<4dduU9wP
zb%${SsR@ciU_KE}ESKDx+=ydFA$fzX4m=W<-y9>Fc@Ngo0}SpLl|1WlFon|BBrc5C
zmGTt-{PaX3sAdd}kBwSCo6@aL09ogXb25{x(Gw%g;X?{qg56L&oQ~mpDt8V$CPNMI
zGs)8h6sf>36ydUl@C^<2=hJWyaaM5Gc9w4+Ffr8YE-ToMpTNlE9tYjej~&!Wr>5OE
z5m}dQgHmz!suW2lNh*mE%ChlT&`%VdK*G14af1$A_f({SR4)q<R2@-Q$P(70fb*?d
z#XQ5oPO9=^gpN&whiG?nFn4OMF!hW10EeEyi%^G+olbu%`)Py+^$*!gF3;Czr)XKM
zP^|dshsIOmLn!wP#jMmGqCPf0iH{R$HWrOz%XeR+`^}}Sz(Un@&@qHU?<vB`H;>sl
zdW>WJ-NRisOR1o#(CmkOK}Gc3N)cZB{FBgNADFz7riqbW%2=@HjYDRs#x~(je)6+F
zx%%nP#z%s*sc%)jAR1Do9n@RfEqWd_PMJykzFCyLiE)myst(#zBl4mNk$aE7j{F!r
zZR2B+(1>qftna4Li;(CkrJ-5l!fcw>K<y#b6;Ifsy|?T8EmGuYsITYN=O3H#2D@)s
zbA<<c2xvjRW;!V8{%6RQT%<{cKF+e$Fd$CF8*>FY3&|5dwaoNnvjqETJ#9NY97t!`
zjNPIakLlf@%d&3-b?)d;=j-zfRD`L8QdTn*O)r~@!m)N7pk`BaDztjx1&u{m5&2|l
zt2GaXUr4#^q>s<^qa9w}yMK9kDTIuj;)*9fl88lZ_VrH?60I7ui80oCmQP1b5rCX!
zbYikunWM<l*rAf0!ZtfApsBKunMBOr>+sY|&^gkL<NlaAieU_k)$xi^!Fc9PE_tJN
z^>9CMgYNHcyD;%vvglW9rNiUH<>j{6QFb=Le(#in>lK@f56L#dc!h?>!rB|X8N;j>
zLxY1OL&IT3+Pz&?jROPrj=k>@_rp%U;ZYJ<+|Q)@=9R(zTLS~Pu3!6H$nomuSAPD}
z4|{rtKK=BQk&&UT;NW<Wo>U4i#F2!OC?+!|vH5&yUVy-moJ>WAhU3E{RXCHufkY^9
z;Af)Io#pi>cb}f_9o;#;SgSAYF0FRtbLPNv79c|!<-ni0SgR`F{`T$HfBU<C|Hac6
zU%euKJ$?1)>BBpBUp{^L?Ym$9*Z=xIzvp+~A0OTi`x)3<Sy62I=ILva7Y@(uqvN;F
zp8v(4{_6RYS5F^4+D3if!dnn=Mg*;`EOJrVmyzV%rkksfSc1cdq>V*=YmR``a$|jU
zYc4yt;Eh$NOvR^n4|ECbA}cb^NH{_+heyKEXj~Z)@{E((NN5<pOGMgLk)JxFzBLk&
zn{!J5`-1<HTX#AQTu%g-B<@UcI+=1}6!pp`$1BAYx>pN0OG9@$L3KAMcGl_}1a8v<
zVEa;aZDk%I-)vUQ&)ReS{Ez;Sk&H?H_?WAF?b)+C&z|2$+d4bhK0n)oUA1~RIy$8A
z+ikikE;MS3i;dk~XnN{Y3B(M)Yi(_@!GBvVk-}KQ)-iwhKg#S@Dd*-p=K(B#e`odN
zXbY#Jv$`ObPSM)l48Zs(_h;va`j3{Eo76KUk@g6F^ZvaH{`}h)w!t00jFH(~k~L|a
zW3@H!mSjUAM9(6^1ynGR7H3Fg7N8=If|fX|Y+XS(v0eeDpkD>WoT;QG!)G6VgdySg
z*OnIxv+2>HUK)?3iVVA&Y-6E`#cGeE*!AB$4eRE{Q7WW@K&4G+y|niKvv;2Bah~V3
z&S~tO?vlu|B$B9u>HVADd+)vXf*A~Y2S~7qRJCNwl3Zd-j$>a*uKY-@{MrY#?-xD`
zi3y{K6bK9kGvD{T>sjkwohBo<p8_2gHVB=VmQmOc6x?Pz(~$*Ut_4dG$x|2?EI!%)
zB5m4?I{LMhTU(4$(3TKJ7#%$(BTEtP_pHf6;umHiC-ic>TYQ6v8<>dj3vtWFM`YD&
zF)uMVu}}0!nwS^4Ni=lx*C|Ji_-v>U+^<9M-)IFAx)z&H1D_DFi|QYYfH|;`)IbY*
zmBeZiG6K{BVDEs%fFXz+Cza4xp$JjhZBV4JuRylXL&Eghuy3*56OGsoYc`6gW)XBy
zjs`(z%4^LAsfJ{Ta(GO7CbUjIRY^oJoM*x@c9*qe1Rg%}1kxGnR7j@*x=mS4+Rb9;
zh-j-;_*lOh)J&B=R-7&~UV8Bj@?EP{L<s4^Cgw>+I7K;3AtV+N%GhmT)-tM;^35%F
zaVq(?i6RMRSJG}~4Vn_j2&#^7G_jr&K~9~H{2Huz_!Z<su>k>uaPS@!t0GVyR>T>G
z3RaN3uAo?y(};6+FYYy~3AIYEl-bNWdbW9%I4rTSWgx|hZ__D>qY^ge=Zhd|r_n|M
zqt%JD$SlS{*K5~C?Fy?w)Ffh+e3(f?p@0IEJ$;FUXe<U)GKUE51Vq^rAbmQuX-+@@
zXG}uFq|Y2_lu4xy?SxShKUh3m&QM<IiFi!qY#0OSeYYsF2v}rn*mK}YNcghgC;6KQ
zG8tIdnIZ!3&c@6@WDJp*!~~THGwd+53#Nz115Tk74`%%6V@~M(^W90S+pE+&gVChg
zXktfzgpApZ0x!U2w0QWOPL43;T#R)h-9|;ihjEmvG!rA5ZIPH{qrnWdJDp(0z$RD9
zrs$xDPfeFnB^{!2f>x+j3&9+;u!IuCTN|4M<^)2^JX(%W9L6rMAD^9`P(jpbl{%dg
zTxeV#kajV2(fNh%f}Jx3=1y4EI;~AI+E_5d&?A26<^{wa5`?{x0i94IYzZu15@chB
zNFC!b#~K}T^w!3@-{Y3c))hPJJ6n&|AHKJ}x%KG5x@2*!udTtRXw=)2;Q~WPk!})d
zLt}|T91~z59gG#C@wmqe_ugeR`54GKG8oNqm)E7!fdU)Vns*m>d*j*BVt?4|PdlRt
z@goj$(2C;8Y5|#(QqEd6SN`JDFTVNe%lB`dyu5vJdwToy>dBMK>+AEY&p!UeAOHBq
zb^raIPQL5k{mFFt^z!cgyO$rmcz<^=xIQ^~|L*RqpMP<8^Yr%OnylQx-m=$e=DC2-
z6Ojjd)jvDG*xOr{3i*DwI~`9~izVG_2`mArY$;oqjiyy}^cYKraKIk|_H}f;AgV1%
zh$ILh7(sc1ny5eth2da^C5y%Ba>s;CJe-B;OpTC}ISqn@h1Dd#%DHf_k!8Gcdk9hk
zW##H00A1mAnF|?TxtIjCIvkC_;2@we38WGM7JTSM81>;L2<H<QZlAS6N-7?-7_~qA
zyZ_7hvRX}VZcmR-c31o3<#Ifq53VovE>C7>C#&P*Lug$rOjoPj{nY|Vr`yBiktJ@x
zti?+4Xn&rJ2MW35h)0%;;PB`*NQgJ71t{j?2vCQsDUN>l5#4UH(;@R%V<9MP|G5;z
zRE+)0)pB<+p3iWma2Cvi0;*T(kreE&qk~;WDdGSu4msgc{9P%hF^>7&5~x*Hgyae%
z!W|t3p~ei#lZMCvvx{$;<0TkX3LH7YbBmGm>L35ZKfL`<KbDL};A{}{MYxoJKUCGA
zk3JE;1jR<!%+M0qI^pTUZ$k$%b1tJDVM#&-d_7j6EH~M8@BsL<c)(D@!XTLNyR#tk
zI6zLp*v7~gfK|$@5)OB}ZO;1!l^h8L+ytWzw_Cz%C|9r-*zv(EWt?EpVgra(9&v*h
zY%(YuM6^A!OTy$MdRW|aVM~7Skvh4}pa{7zmirL3a7nQW1P#H*AU=5PV)MlS$vA<`
zWjASYQn7|ZUlKtruM6uGIu9cXnn~immI&d30G*J14C)MvB)20S^h;_b%Rww#z%D#y
zEz3<h!386N4WLTF8ZjOA(o&Ry#^AAH^g_%_qNh2n=#2NZ+P1LEl?n!#veJG}+=Id1
zP8JM*7x6m3)#}i5Zz9iV_FL$V+)ncfCw%}<jOHW!NIbUzx0jJsw&l>N@xvnx3Ah&e
zlG{ohB)%jLL10x_x*`gxWHMoZrzK`*2d<XQq-F)lLt+pu17x=w{g4Qh3X@JF-&})=
z#z@KTl9>tu7zTBoD+xp=G$@0XftHF!bTja(oPTi5F}fgXflT0~va|8ftX2d)ZfFK{
zM=CcSGTb%`!24}D*pb?Js+kqh3~dHxMWP;<<lQ-;-C{~I(lO?;m{H6EHWM=*5c>q3
ziM;#SekSR246yJehv>E$P_EbnvL5E=!de^E3I+vZGeeZ<e6>UGx7B%<Wut|3gq8%%
z^K@#^+Yq7<*6)VJT1<G!H8SjY>=xL$AiS9GcBfN3^F550aX1xzdVC0w){4+I=->1b
zo#2O3iu*GmhITter{n1qY7FPb{%AZR9&`U<76vW2H-4IiN+{RVBJdvJ;6hvx|JVSX
zoJL%MVl!i@?=;%^OfDSo5v^t3<4oX?^rR!1p_n1LF5wsLcgkmnQ_gohu4u@Ek>c4$
zA0uTWaZktNr_Vn?b;bmHus^=K+7GemXD9CSMmT^*aqr^>LC7~bS^J`nA{lE{HdJMY
zBS7|%gR9GxNT-8gzr||SGHhwpCZmqSBi=uk-KSSkyQxqr)$8kPv}?n)H|dpntwOC(
zJbL#XTDdpY9w-#@MzcTc&G{|?O)z?;f{~>76{Ya8md+NUln>ZEW^+K20%lXlV(}VH
zUXu|F#kkSDJHI*KJ6w$@LmSL{6KMIh0y`0EgG+?MN!T=srGBFa;{Nwv{qn`llc!gA
z=lkc(Y|n1)ZcfiXe*eR7zx~he`tA44_xHVi20ES2&Dr(GFJFK5`gOlvzBoGK#sB3O
zzrG~=dwGL(Y0#s@3{O$2kju9q54M{72m64qxJtkpUCbB#RtM-b8>wnRNXqlkSTyrw
zfEy5ziT3bqPX-*sY<6%oL>{e#AESx9*F)5ikPs&|JUzZZK-fwMGeNQs1W>OH*%Y@;
zqtkApCa7Ep(Hs<u24bKLdJX0@Mubuh1G&4^Lc_*(o{dJ6ytDatNUo_Aam)04HV_Xh
zlOB%XYLW62rI3D?<;OqxYY2s>X9qM5Jq0v#ce%GWV|%!_=<V(HW~0vW;fexoc5UNP
zADk(L)5&xK)sJmjy<Td!%E(`20UGrZ3qCT5Y(|KmPe({&$r+1+Lh|zB;O_A`33Nz}
zEEapcM!A%(*RX-L20aAC0<4MoT<{!N_A&p!XTV!UrQ>pUI2kthw5(IHSFv(n6*TM%
zVpvn;@bSTkx+Szb_z9?mnD7`fk)m47CZ8meqU|~ft{+@2=>VNZA(^zSUBrSkpKUa&
za3WaWRtpIlAPEbg>9Id%OVsPKs-i*;94jF1DCN)9V!GR|bBbRr_q&}AUSr&JeAoDb
z*nnd0XS2!P6Ji5G6AmtnJE>IAWQ66Yjp3FV_QWd0pchSlk`Yg^QLDnN#m)|pF25KC
zxE-5R3f6+$dD#H6hw@l8Sx^sx!DV2aaN&}Qh+;=vMoGWj?=ayt!bNXXEAh$mci7ow
zVnO&@;6s_>@ZPiAN{2jn!%$|J0q~L`Sm6<3G~yHD(ZZ4hQv&IX!4KC>IvUY!Z!jRa
z;95YGvfF@~COxpcY>afpcqr_m?a?l&Wg(l`E#k<EgTeOzBD1D3qGMUauuY&6pnyrs
zS7AqKQpqYnrtA{2f6BPAkmbOGnsvDDU3yi}Vn}<Wn8OeyP-)R6T&8lw<u|EOkP4`p
zuxAY_5v~+bM5b0F#&WTIkB0bWadD3ZU6BIj#;cXXerKxL*<7bnfJuk00XBbZ>&d(^
z_5kRhhLZju{_caHzV-0!9|!H^4#Z!iGTWrp8&pcMd~~@W6gZHf%_cU#SoP?fKo(<M
zq@0m^J|PYr;>bI1u`#3r3JQlv4cM%#M`;B@#A_6?NR+6H7K4f`s#z^VVzcqhS}pVn
zA<zK)BoZiJdyk(5U@+eKxg_7ZnkhOP@z%1j`&GCf<%-C20URfcgHSLQ1iuhK1Y>By
z4DX}8DBuTAirWzN4Cg!mSdKCj74ZTV_9}4Cz#<BfDxHpuUbK;7n5+~NkqAI73xt!f
zm#roCEmnI1xB(Q-<K%fp`2;*mDI`sqBq+h0w%eW2czkkt3}>d-8=zaUPlu}y&V`h3
zty0aVa}7~6!8_8&PLrB@3XgD|5zhqcOYIs&76=Uq2!mn17nYJjRfBGZI~0clBN%h$
zg4FY*16-rs61<pnCUJPY-v;vEs$ZO*@a0;KIxS<bUp>Z_z$MlRCf6V2lXHbE*J=Sj
zQm9xsB0Cf7#q8xpDhzRnh+3G*C38HL<cdqh8mmT)TEmY4#@pulHg%3T@Rd6<ty*I>
zQ_Riyu8_&rceWql7TbLE5NL>8wq~)IyWP=jyegr82V-$J(<#Qh2+d}NSc=VK%#C8~
z^;;}qCV8_dOnIx#!t#;GNw-wJJ%%{3I+*MY>+NZKK;KY@$Yw5!fxiYTvc^)P*sHg&
z9RKd?uU|ZVg4gTz^b+jqtEaC|_m4h!{_0PE`qTIN-u&j9|E@m+tJUi9#m&brUw!`J
z2jh10V7|P)y!+L!{`L0y>64o~T6VZvpaY?=;B8<I1HXwK;^^?G-)RkdZGzdO?x<2I
zan|FXY|;Ade!Brcx`FGSlVYh{ueVwd07D_4fy=&5NwqEi6Tx|e@zmp1?kN1efYWK?
zx)zE=WAT)a`?J+-29pl{T5J@>I*&1iif!tOAQhGPN+p5JcG`6H3MhtXG7-yUvekN9
zz%LTPGJmU>IX#+DlYM%8!1b<LtHLG)*+cT}tsniJ!)n@{kI&8z*g0apBAhtv*6_WP
zMH+M1n@mrR_GjY`-Y}Ad*w!1Z3WExkFY=qH=P<9p_|O18n{~&7Mx&f%uSn;0DHk2~
zDp!}gw>SH<Nt*@b<>krY{v2o`7%D=J=v_0Bnk?@vCq&C(#-fj5simk0L2NK=^N=Q!
z&Y<65!l~Bt{XRAoA8n81q2eJQcNr`&+@YWbBqCle{peRPBS56qsvyw#?|xwQ81<>U
zn}`R?CJnF>T&_@xo?z-v{2uD$`0L3C|03oqQs+2i;PuBNVW@3rTxI0K`${`jkli-V
z4RHg`<qVt%YbkIXe%gpcjEnB?DkG>?DPwoZXc~+8Fg>vt19d@1Bv41jE2o9c6}>Yy
zZp1V>f~&%tgaSsR4N4Au+4Ska8Q?z4I+c4g%Pb7rV6`AhLD6^FbO7wbJ}K;mY_G-9
zEu80e6R;`lGkheLA&QA%@-hzLM5?5t2wcoy3<E^sgey&_=BCf>6=yZ`3}PA(dun~6
z9(T1^Axi?ho!%m+fqpuqr(oFOfJG1c)M+G{2%}yiF91?C>6WbO4VOV>lJCSl?tsn0
z^aW_*F9H`@nct>o+Og?W$a;8*vO+X-vu34ZD2bbqC6~iwRm&Ld($suAO%bc!rrEaX
zWFe;kFa@$02z_Yz0Smrm15H3qSpC8>XJ@X$n^#E03~D9AGn18Br?48803Vnz@myJS
zDkdM%>PQ|{k~*;2GD&)_V?H>gU>^je>nA_@2c3Ki$^@-Deg|0wcolLVry;Avn1pu4
z{*d&63u-Iq39pAlCxOFyH80<MsNP=JY(K(b<wVJJ+gQB1EKoS;qflCON`8oh7Z72X
z%#p0E28GXIBGbw~k=3Wi;bNJr++4Ggzi?Sq@=bCXR6(g^TXZKt_TXoYgMoKHPB7X?
z32Shi!SqE>BD^?etx|^4Skzi4N)VxxQYwKo3V|da4Ny76%O;n?Jc@<Sj(;9NYonNC
zu45HnNK*h&Sj^{KwGff$GR?*WzXD@FOKs4#?45afQB%p=HVP@5aL_sSI27$dX+J){
zyxia4Cv!qQ7=ltdow~1Fj1D>-if$R<82R{Y>>sgZ*4a45pif}yila}{L=ORmB|J!D
z1Y%r{1^9&JEGx*1(?e3FSObVTL!rS=e{pugu9k}cSAubm29aWyqhcvH8ILe{aOQ;w
zLnMYeHqKs2U@25+WwTV<+YuEV7W}hbuM>DaOcJ`=g!Rj2wAv&JgP6Mv>>N#?@A+7p
zN{QKCxwW~uBa`Vh8v2G1KJV+fP3!BApii)i{OM1A%I0!w?IAme$(YOJUJ*cGoO&}j
ztF&+m=mcd$Y5v_y-d2Kd@0BE{UPn8x-)u~{oPJ4a=1R}6o?q@?p0Cb(<@%u3qP-3J
zM>&&WwOz~Qx-~!^MSi_{{=uKV{lh1(KD;@F^hMLq4Mp3azd!rvXMg_l8`k}Ieg62~
ze}7kJ7pxsW|KP*Lc(j=8KE8VP)tBGAeEz}p#mxxB=q{#-K9=@&qfD*`(B{Evb@%jc
zIiKNM8udZq3<z6Ohuf@k2X1s*aNE1}YBQD0C*xVC-CeCWMKz8OD6`pWGT11R3wnco
zH|qkYpat5nLEx@06pPt>(eCp2sk+N1Y&L5m&iN{qPG%~VT85=$z!joQBpJmhMMg44
zuFdbNVT1|;a(6N|fD7YmppSvdLb;lZn+JQN$B!=t!w%l2@o0!`pXmBO{_X$aRFAnG
z%-8GJ&-<f3i;!NsPXG0s?{(Z~oFSn|z^_S8uwESXn=_#J;sfA+waJ<Hxk3_gicxZu
zD&*tfxVUCQpog>AtmT%=&T=8}_*m;1!1jd?e+B`6hLv_P!_bBGYc?Abts)p#t>mEP
z(=@~^x3`bmy*(N>hW&c8nIDZid?9MS8A18Q_t^xhjr2r5i~AYu%5sh?JQ5=I5|l^|
z^(0u~W^l*sfF!Flqak`PgN#h<WNWn=PBsJ*N(m4T`McOm0>F`yaei#<b6E#rvBw+7
zy#Rnff4>8wCyp{K_fRSNjIGrwlp(As++_q>wm`pUiKkMGf5??#ALsN?fZ&rq6m_`0
z5`#3c1)Wl1fik32ps|>>(7NnsDYS&MAwslat0ich*oQm}00!J#u>g_?Dwq$dJn=Nh
z6leuOFLoenB80UY7nufEHj)>+Dg4y{Jdt0BD3YyZrV{Qcs}YVp3<L~FLT8I%{I<I=
zo9R?!73p5Y#qBbiSbd^+urZ1H10Yne=({)$I9U$5qHd3Ra~oj?73=<E^bW0@aR^Du
z31Q4?h~iSS+nhSB;7nS~3;;s)5<Cq}+HZ9-jc62j_37FU+X+rGo<U4iFzi{iYE&`?
zHhO3>0tMzE;pj3bLrxSqJAILGFrYLfJ=Sc%2{YemQsD{$2f>z*mQ9Rpr8JHqFY}@R
zoZ2KnriA|3{Xx&L8Ysf14~P}8E#yVv@gw8_8ldNgXNl2>X@{BW!B75KyCY|p$BzT)
z2@4#CI<~s}bp%X6XS$s&5Vh2N8I(H=wB%%n>1h?)SS6XhMCtjxa>e6-@ghomJl1%G
zpr?w21<+2MerR$;W+*~}@ulA0v>Dll@;v)B@@?j8-hEMK-~eUuxad6$O);XfY`ViC
zjFB8D&^gifPzsZn+fkeRWGLLoo5_$f<h5}0z$A~xh5lK~Fbt5o#TiPwXp{{lGTrXD
zJMLC%%m*Pa>uhY^nM4|Wm#ku|S%e1&?v(>c5750Afz+Ohh7e=H{1y{2pM$ldnAR~E
z+&;Ozd;a|L`ewPehhGWTJ^Xl3^TbymS~Ma3C25&2F$t5P1pmbXwAZLH6^DHGN<NPG
z%%8xchK|}1EaOO?vLs3YVv%91j7o+-A)kq&chN6)u#eNAgTRQq)?w%>rXhfJx!6`q
zTyD9>HtThGiJY@Igt9AU=}dGfmB|D{pl#7U4NTHp01@{LdNn^Z7}gFt+1++f)skeS
zC)e$AW7w0-W<FT7vm10~lWB8(Q>QT~6q@xd`R1nVr*FN3EGFCBX7h+g7w#A3MC0*%
zZ?+0~Sl}izV6dGazi{10O0h&MpU;werrUzD5{EGUxs5sxP4t8;%%)npaCd%peRzE`
zKknB$qgHR+9gNz2&dQ}^s)3<Gpyw#TEPnLrlYjgDA3l2V!R`6e^TUg0x6ddWx;ef2
z;N=JZ^<Qs%U*G%b<h%X^oE)5d^y1ZLAAEGMyEr>IdwTQYx4-&VT=(ZE=a?RL(QC$i
zB1CN5kdl_Oaj(<5xICZFb}OaEY`oj+Fgx^NP~dchfe*o|QEgT$P?|}%=YTkZdx^zi
z-5^LKa_c~Tk<OxCj!6lhy~AN;|A?YaHJ_lA20Y+aS-MdUO}kKt9gE9Xr2maci;iRN
z%Lwi)FQKZk_DY8E<YQV-r-)=G(Qm946M)ukzYA49oet5K1~}s8_AHT%(L6|akG;@O
ze*6RO417H6MGCL?4_D20Ww|@<bXuJrvH_A#{n_0e@CfD;sy;+$aSlhdO4b1U0vc0q
z&;(77e}aY}9$KXsUrxzpw=u|3oxRxYELXF$i___3RIOIV;{m-wP-+K*0h8=##3HwH
zu)ks^+uPfv+q%`R0$*J$MvyBy?LxoD4K~awa0uiAH&}rHBWsRKIWO!k;edmXI|*~#
zILSmfj*o@j?R=_M&XAlsIozw1bBp<~Rj&{FV=B=xiiE=9T9tC+bgNM#(Ex3mgEI*%
zqLAF<gxFQ)lszO!&~39AZ2;ROMas$pPYVJgNjEZFkoi+l4;vE%zC<#?Pk_NMOAL^8
zW57>d&}cLiO6g=a5D3|$vCzTcio>;Dp>&$yP+_`eO=b|(EY^7`2=_W}_jD9eb%*00
zpAz04{PVbsfI;Cw5-<mk<9^wMGg^ae!jOY9#^AvclNl5RhMiZ~Nf)*ovkikB@CRH^
zs9|m-BO-Dhz?)7!ET4cOCH@?<8M**t6&MPBF{*)JB`t_8+-1_+A!tDZhgxaSu}{RV
zkDbY&*p?Jq5t}~ll7dz}gjl?4tktl!!?mRIG2umUv+&@-pVI0Wu^Y2tH-k;sX{)Ay
zSHKGM&`RzhCLo3`FO7IMtvZfM<8?8NMNq?3+d-r}8*RlB&Dl|xg!>4Z0rRK0oAWGr
zMG}zqD9}}Qo!YFBVY0#=X4T{7+O&{g(`n&{05~NVNe~i&leMSt(Xsrrz+R)c$3;5;
zNDWD=k*%$nG#cbSc8zos3fvYG1Ew#=QH!8kFxdNDC|4STTEkGyYk;t!a`WNVJ3oQn
z#Y6#89p|^hto=(P7}^VS1({hQ0Ctm+9}t5vzXe^p@!orsxw3lZ%OQo~FCtfq8Gx5G
zPH_Rq4LIs3P!x$~(^P|Dh>8Y%Ok(_**z`q0Y|3zzQ-HuTnFuobIcPHFlap|4GmHkk
zxDP>{K<h^wgJptmUkGJlhb`(F`Tvx7;)oERzmUeI*=v-h$Szp(J@9*tf<xkS^2$zz
zn2sVDGOY#;d&cwg^QSLf9v+>H$CKk@sva9SDI=6aB_f<7Y06;rAMyuiek94l^Tng3
z6bwxnoN_K1Bt}Z9JtYg&D)H}dzZ!)!A!fJ3TF<BXD#TcbbP_8juyeeca$I7Y3?zr+
z3}(wZSU;|$$q1hisvZL#lpXAy967k~F=BC%%og$tguGYKK7GPxZ?R*$H|eo{QRv2R
zaUGa+Dz##Vx2AkY?r^%vJsQZokWbaq@Tg}0s8ncWJF2a1rEFWSmaDe6<UsM)-hCTZ
z7_171)81&b_jmX6aLy7?Z$aC+g!euYt)<g+V3n{u@Fx^z8I9B$A$)mFIyX|Y$=J%5
zUfw=GTOOS+kH>8;#{EgRPk5-56w?>13G5Y&WTcLs-@f?MH{bs3^(VLIk3rnuoIk!k
zy}dZR_~iA^{`<e*5GTIt!^ijj`+IzO`|8Py&p!NgA8DpPe0+BMo3Flke)sbH^n5ZL
zO~#YG<)YKBL32m?pe~lqGAQw@)n2pFW6YUgOzjP*q%G(3@X;I9`fxC=&~j6%lT*YH
zS}c~?9Xee$2bXNM91)DwqQh>0x{5S|zHO5vc3wgd3!=gJ{J|iN+o)SO7BJe=oxw(p
zeak(SJkG@gb2!3&yFrg_5xYP4`YOR8;9lam4yM)LV|1tke4qyj25B5;JIlPqYQ^*g
zA?GLm^dl}W<QXT^{_bLOeSLyuYX)>{GHiC?+qV$-Zb{vo9UULi8^Y99AB}p9C;-RW
zoh~2N=~P7xcaJ}3aex#Q#i@lj$6cV`W67DW)r;qsln}uRLcJ>Q?hcvsro-;uj6bOI
zxA+{aY?1ZHqt0~FJwAX^0VOC0BCOx#N#>~wpm(+F6_h2mqK!(L^$O)G$*7wfFZ2%9
zgQ-NA?x23BQm@iGKsY{*frKW&F3mu!KQi3r3dn0kK@k8y$-Oj!%MRrLY6MMlrCh2(
zW|cfek?0nD3D9jRHk{2;0!uR%uTH1j@35Q+@tKJ_a?^w&+lO0$S`naq03VB=9~c{C
z0l**?VAWb(nn;YFuLBj4I6M_{PF5S#VUt6r5yzlnkwk2eNF(zA@<<%i64izD20AIt
z5#t!I2Ie1_4B*YFu)&<e0+DGAJS$5nR)-w;`8Wo)5FcQrOb~}Qta}Hu78^z=`jqA{
zvGHH|<oqF(g)~S;8GD$Q5UE5>kJY5ub{JG5d>5qZ#ShVfUlyFnDutdt9cB;J4%GA@
zP8*v9vOi$a2dqN=LIg{CY$2<j{zBLhZlhYi{m7|TgsdhLJ2fXmou0z(2(B|b^(zAU
z3QL9I3eQ!ZynxqD&N1!t)MyQKJ6w9Dar;r2mAYMmQ{XbHS#(k_j@gWr815xlsgU-$
zUl%YExtw_TJw_c9Am1Z|Rfbae#(G+~+?{mBnAJO8c9#M_Yf1#2L^DX2Iz{OckThWR
z)MbkPYkGnty&h4G$_cGP#`x-xs03o+C~&E$TfD#+U(nEyrx>#sddWX-KX?~*1f4k0
z?7cQ?BZnSop^y;?8hQzwE|+BH=f%&0*du-_EJ;8u_#}AAcnkuI%24g|vVOu9&uf5z
znFVDs?16TL(Y;kE4w^MGgRpHGo_TQ*e+GC(8x&h<*3BWWoxzZFAy)j7NEiC(FXd%D
zpA4}e4%?-EEhk*}3@~^V!Y)1|Zgwp3Wir^H%zUm^rO+s)vr$j02xQfr2vQ?u0gT2g
z6HqD)3Z5u>-g!Y1d7exr<M9~87Wlu}Y?s3e@e@%t6eZ6>WYY%XxWF==MWElon~23e
zAAt9sKmpYlR2^~9@Y+p$a_|&|bc{p{rUl+;nDrZ_EQf-2Ek6S#-{VvysADlWX3-Gd
zeun3IAq}cE$S|2pvVz39hhYHb9=_9RHBVfjSS|#EL7rDUerBW2VYk`scBj(;2ZkzC
zR)?H)bt<{pC;(s3C-?(}f^f!;6W5+juawKTHa2#)Wl$)X#Q3Ltdt0es0F$jfeCNTt
zZ>!i!``q<LcRAaS2f~#iSpYwxv^bTx9IZm3MZCx33R<PGMe-R8F1;Q>*s4<4Rf>qs
z!g%%?AN|1z#`|uqy*F8|Cev1_QqL9IsF%q^6ObTX0h!W=FF*M6H{ZN|`uy?v)g5Wa
zQ{1?>$IFwC-~agk{rkUv?{Cg;o`CQ8GjMxy_5PDrKl||W)pU0;oIJj`{q5J^zI^uT
z{N!TT#X8j9-`gXk!>$U|3q6SX<vA1>E*$Ota(9pA6a_g9I#?7S3D&Fi@o-wq7Al+z
z^JOA7scgpScKE<M!4uaj%q9)Kal75Zfet0Z2<T6vV2>8(I_?jIVkx`ZhyTmUl|_=m
zm_f*TgYgtxDr{nQW-O8U^4d}9!6v{8<Iid50Yui~qL!o#H`;2|@t>a@%@@19Zl^rm
zoz>ek`^>ROks<r%AOFzlu(A`R<ni(fMAvA4w+rv<?EK^u=fTCQ!kU#X>~ViQ9QB3+
zo|WU{BZR2wWI)9bHaG(K{Z5UfWVc&|CkVd_x<$E6`%;d}HYC_$F;%OVcIQKqm9u$w
zI&H1?#$t#nr}p<Je9`4{G96Rf)Bt?JXWm<kSIepJcQq=5VHcAvc=>ii*gp!{B<2tx
zu6XP@FJmC#^lg!h9L4!yQj_y>m#a6c%pUgsZXK*WNh@%#XbN7B8>knSVX}=3Uy)Fd
zS(OhKOji~twQ?dvG|lU>*)W9hg_?gUt&0U)6@X8nMw6&Qkz^J2VjOYgH!1vWRdS%b
z^NeT0aPMO%fU55Gxgs%NBIWf*ERh8ATCm$|)8MI9B6*Qm6jg~xHEca1BqS{ciA@<B
zK$>)n2DkyVw-D}QUq<PVa%YDHCAK2&KG>~276Bs_TA3R-stutA9VvtEV7FkiXWhmN
zNcifZcXE>j@dPA4=!Ww^G5Mt1Ks!P<VFV(rChq=%hmRU#Aac(**J_rCl!jS^*)0MJ
zL05~FM@8|9oK1NtSM=H8JQ#udW5uV#4sw@Mr;ItxZk;?}Ry%bH@RC6317;0NN!Sqt
zA)`(+EG#_sF-TdgEXCNyU(`8`%3R1-1Ysc=5_qAF2FHE1kjJF4>y-u-C<Xz(fWnII
z2S1h%HY>5OBOIwAVE9C3fI0|oORE-!e5Z|@E|xaz?v!`42F6a$vJ$f#!_WN)XMqI@
z+tyESxJQHsnU0WY0PiC@K_D?`H2i$9iUEaSnn0eEt*;w3O4f)VAV`S{Dw@;61k0wF
z)h$q5qgsx6kFF@uwXGGP2{8uaCxYrG8BAI^6EDzsR?K`_<QTsPpBF^{?3(?0r3$|%
zCMbAvRI%eIV+3Z@i3S|_7^!rx5fO|>0fUJ&j!3*pqyCWEiDsn`^;lp-@bR=|)hjie
zs2nb!0*?m+h9W!zXeh%@6J{(KTy~3;j%5=*Ol6Gqto-1!LE{I8LMJ9=4b5_D)`tj4
ze89>smDg3+Yb&RD{R*cU!ZPWVcBe^Nr`c@Im&?6_qkex3rk-L5jx$_@&?FInnF@)h
zpgdF5hz<<<6rc^LG2RwTQs{4;3P(nsEF(sJwv&w--4g{Ylmko;ndEHHq(JuYaKGK6
zRE!UeM47(Ap&G>F1o9ngMo%gkA}&ojl0(++?gTd<b+J^k!o26LNE0qDFE^A`Bdk=N
zm)~)$<tS^^TVM!t<RQLFf{9eQnOv;aY&5SuTEhvpv$LfqK_OdL%XfSZ$Iiy)J8!>D
z%Qiia+v{s;`35zQJ6r1j@i}Xv+{b)4?W?G`nQ$n@h9VSf<nt^Nur-G4_K?-)<z37S
z25n5OBJ)UDd?^uo_4vu-(~Gm!@vzyO^~Td~zri^$p6rz?l%X?Zl6h=bn(P_>{LSxP
z+)$Z&d3SmB?B?m&!Rf*5;Pa0^|DXT)pYQms_szHWy?+MIR%fs7-e>xPy8w&$+06?&
zwmy3O@!9d^VzwCfN4xV~V4e&l$43YKPM4e>?a()u$A<^|3^#-y`4gtE1`3UE-M44N
z9;qM9mT*`@{L5rB)X+e?CvxLK-LRRg7OT_6C`IVe3Vl_+BV%h3i4by%dSTuN2(>!{
zXk;YcgK#T6Fg#NUk@sW4g0I)>ap80d1@SKhBCxRiPELgg0GQZeDIkJDkH=y^=+zi|
zCKEBzgv0T{a7GZEL*lz{zlHeo`lAnCyn6ZSgO{^Wb9dU=-<uvDt$z8{C;JCvodD6V
z8nqI>^}z`0&*<=QS+8cA^}=M-rK7FKRRb%2HP4pt<Y<N^3L+!o7;+OjA#+r-E|~UQ
zHruVrbUwVeK0iJ^fKbam@%Ush+l6s4rA?dmS;nx#g9U@ld@-eln{3r+OimPWtVLH3
zhkCk)km=ZnLf6OZ4(EYX719+60=9wsxcesqFs(dV+%J@31`(t9fEXJYC(S|JAE2jJ
zfq;}VsAt&5us4&HXWoH@Pb4%Jq%Ir81YA-FTt|An8Bxl4ii)C*X1&wyaxw=~Mq4HF
z7qC_A!K5r1%CVF2nGuedn$42dB+2syZ!B#OL@oZ1y;3XF`ov9J(yHljG-;F!KY$__
zy^vO*PGQ_;)rCzPh#NBk3Jj<O?n-!vxHXgEqQbx>Y1rc-ixK@}vH}~$rirEDeTfen
z6qbO@X14o|8v>6Wm?EMi+HL|~0Q`5_ZNOsX7t#$BEO-<QS7Om-GLYRPp-`_E=`z4E
z!}R4cYB0ScyFt^k8q_pWIV@JILBKI6TlATYtOc=Sh1n8H`iR}+F{$~d&!Fa4#BRpI
zE>^2BH0(yECS)jD!h<$#A>#E(noK|xKIYMI2tryd1=hx9J>Lc1e(_hBSR4*iVAiAA
zptlf@w2C>xk`|4UB1pV#W|f?IQnR&2MA4*HGDopJLPF8Qi!jg;sjKE<An1uVA}8`x
z^CtzO3Jzn1iZH+*Rtm~R_l%EO?*0d{_TXK`);e@kq)0qmFkNAT5Z6Ns!zNcqM$B3j
zz140j@CqXk3C1BNF)Mx{9UL|%Qy-o&qMa06x-6_xb-Yi>)F8#VZDvZ<k-mTh<1xf|
zfUt)B9@UZLCes7v^i-T`44y?LppyFm%*Rj!DHl8)>p37Z3>aj5Ce)_l(@s+|7=jbR
zU+)hH5qHtm$=r}38BZq2%ZxN!BIxmAS%-whw8nXaDG{kPgo!TZr2+tHl&u->39rKn
z@09FDIu>A53p<&&LDZVD-tmH=bDYB-85uas7!pp-*g76VEM)&kthj=xO*=rI>L(Xl
zNTg>jiJ18TzaXk}@N41E!_ZHT(q*gUW4&6cS4-Z<WRitkj<U$G&xb<K8k7&54taYO
zc`tM6pih!q4P6`LC~-e>KtLYky)~axk-__qXDy2`%|$JpMB9!fKu?$Qn61#cB(v72
zSK}xk=4fK12YigL3;deN!UYy!n_8*RtJNm0j{i!1Hrq-5%wmBUw{6rL@O`L-4}W80
zjk!xs9p~nwcj(&IQ6=^8-FAz^-69oE=Mx#gJv2`h63J{VmQN(h_znX8C<GFVHE1E~
zXo$J&G;Vv0;uO;?<X+z1UhJP-9-NPwJ=z{;y<wF$jYPVd%2J!eS+Un>u#5cg<?C;M
z^Q#Y^y})%({_Fbm^782N;^^Yb&wu&G_w~J>O}_h20NZwGs~^7q>1wtBK6QQe<kw&Q
z{;OYneSLnjn8I2f!CzpH$fag)$%Md?0DNczqm(cU@!NK1h##uktFn7cWhT8ISF1*?
zo6FJyS>&3K&1SH8`TX8sD2VNw)1p>|0%l=hMWqOw8V^|=rxn-)3#>@YUnu8b2!?<q
zB8K@rk$?-^D$`vioyF)LgfA2hpn8=G>0B<FNWdO+<2j>`jr3zOfsx#SU!8}L%|<)j
zI_F2BkhxtoKo0eqRWifB!ZG^k&p&_l$*0fWf4^2O9UtM02XIQi?GZ7?ey_IJ9pjm2
zHaR@lJ3l*wtqS$0BT9!71pT_*1{OG`FQg$Hv(-wTi=;qeH=C?0K;jcxoR2#+NKz*R
z+N;&?ji%#zy#V!s3;T37DHJl4Jnk+AlW~tw`(n9!baF7A_PCYs43mHCQ3jk2bA2Xj
z$&IB}rq3~oEiMZPi3D88Pr(4NuhFo-Kw|6nFsU&PWw|&<06&u5XGiI$UK~n4X@*v-
z#-}P^iODC3h@v)dAHhHmYJeRRKM{mSF53h!Su|3?iE>!4z|2qY(KA&lVojM1+v7nC
zJ*|RwC!g!}Isk9UL)L4UbojZtyg?}vm!e5aAZBHEg5IW<Zxg1YT~X3&aB)-glZ^yG
zM(CML7%J>I#<5t#2Nj__JofbOf+-P-mR0b&u?aa$AU#b?8f@Pf8(3cgmIRavo0QUO
zNvERgS#%gtIOumVp7D$OEY;X7E^U8dv^p)^yMZLoWX-4s{S^iSl{#QE`J(L8cNe?J
zf;i73Zi!tXsC@imE)$S>l~#`PT(mbjbpW`wgGg9b1G83+M5GlgsuOseN23m#P5jnr
zQbWmr`ejoqnB|C7#(fSNg#fOG*aPxis$`h+TlpNt#6bwdHj`h{_)VfvTWAGLu~rl0
zF@tPf)cOSc3|c;`gtCXv%_A|S>6pHZDw!U<D$k5$B4qLCy?0Q?G9faa281aS+LXga
z?<8)tphZjcGRs!i<ASDzR}C|ppNb!bI>4AN`_ATC&`l|!pJg0Od%a4|>Wi$g=+e3m
zcQ8aT>f0qf4}gJ{TmZt#&c-%xCJg^N#U?O+oN@-08r=++067|kVv9kDc?-avAXixI
zFuUl@<gr28H)@rfk9hL}cJtVD9KATZF^@Blw90wD6q7Z7-Hn#$wV@y}fROQlPyy17
z0TOK2)z#z6t2-*riluU&BUYQ;{RGP;sY8lT8|8c@8%OfuT*gbf-z<PD&Z2yQ_=tuG
zOH!~2ZUkc?-Y4{7tC^|=Wzr|5f|OOc8IS3TB2a*PlfC)=;o;fE+40#ab+CBQ*f1hJ
zk^E&3%JLC485aF=iFtF#3{U!o3}chsVnzguIgen`1SeKb2eis<+>98*8U$!6WvC!*
zL%}Ztfq{m>c@e+ZM0ieX^XZJfFyb{-UKX>lZl`^9a|`*I3AE1H4}fj2%U2TE8?IU9
zqSZ!QF4s;Q;x#}&8^6b~VK(C~GibF|vqP_;1&lY6R!m*nG9ryyjZ!P1_Y7<romyov
zOXA-RdfC?Id+)yE_Xc=H{p78G#vvw|O>2)Hws6Z2rujsHUhE7W(P*SV)F>W@?~G@j
zu5AM9F1>-%b&Lu*ixia1K75`g168;;C#O#@Z=PK~hC6Y6ctL~k0KqO_Ah9$bkSnT9
zyS-+)_Wsis-~9U5pT7R^@#T}d>!(kzpW(ef-#`83XJ5R@Jbw3wkMI3=cz$^L{O0bX
z*FU?ald)cXdi(shzy9Wzpa1gW_-qa!VLaJi&ikzzCT-!sr+6D0;h=lCzc-)Jz`X3W
z!DOu%$?%=BS!k3h)8V9ALYW46Sm11hrwi^n=2$@JiD-~@6(KVWU0f?*O$hPa<4nT;
z<jChRf=%Q~3X4MMUFoQS+a)G@m&NaPP%DXPmwq3x2_O_G0S0!J&jeyo9~kmLzzqz6
zVE|Js4F0`kXLrgY%8J&-JY|uAc!C{VI^cEv<KO*_R;{E;`{voR^PB6F(<5fBg98T3
zI(tJll1xqQW@Ug4rIrV<3O$u^>+s~DRu`o#6oF8IM5d1mFDzELtk6n(eZu2ChCuKX
z9PXJ*7xQVoRwl53wG8Os>G{!o-UmU(gou}HJQ`qg$5DdsOXQvoR(x8%`pNPBlP7n(
zyHgxn<zh@Y!Keey#X<U~;~v&DK<SyjBG3$?ezJ=7YPH*Jh#EMY8C5oTLG(u)WaSKh
zC4vK=v5LDYR`~|jxP-sg!O{=(%MY`o(;YDJGB3dXf>V%65+7hH3E=o*GaxoTKEn8(
zCJ5aOcd;Ny4HBKiwV3FH>x^Q)Vg}p><E~LsTAZ3(F_cK#;#qql9VnNw2CWh*H~~jW
z`tUeGlIO6D-o?rfdIs?a(Qe~%fE*73HV?SD#Ww&CAZbRp-3kH0YsbZHql_D|1@Q`b
z1ehz-)}Vta!hlO3?=(hn4EY$xaZn>|F?)btXWYU&1b2ch9=phh$7<2y<HF`G2$iTh
zqy@2~kA|JubefJOtva30s*AXcjRJLw6dOUivbotOIt*aGj62&TBKe%~=fjdNWYW2G
znlM5c1EEIkrC<fcNwFCMzYm9>+!<X+Jf8uNS*Zxx%<x)y@DiF8FJ{SXk#9RRDyLpU
znz9`6R%3w}_Isy|zlEvHrk2}vIz$GoY|AL$f^n)-(#>SHX;s|REE*MKAtE8|Kj={g
zWG<|3Mm5_~ls6xF765uyBhOF7Nw+4zG%NONms!tfXV)rI<P;!EXw|V$VDsU7%8iYX
z!@<@Pk{E~w7J`t}!9Fm7W7Z-YXV$Al`~~Zp-(fdW_Jj@0&8pEQX&E&w{Cp8wR6B$k
zz$hcI+^@k5*q;~&K&Iw73W$8AAXlh%w$x1Ev8df@Pf?4R26EMiMOj3<cq!p62gU{d
z57SgB8_hsO2?blcpA#`ewj9E!6_c2wTCQJT-cWxAl8Y*yZVN(Qxz2&8oMlOk{j33S
zo)B*Ypes%}Z?l->MbFk-?6reFqC5APVGj##Vwk*mI142F?0JQ13aA7#KQ6&;yLohc
za{J`&{PODY-P5b<YaH}!*mJZ-;^a?8FyOaZozaLhRFPH)-p-7Fb%Cr;Kyan-h|(aG
zD<X~X+sr0)sX#kqvRo*^@2Zwl-CAngt=uEN62hq;@-aH*vq@S-a5Z2~ON2aV;Qi6`
z=IQgnkpCs_(?aILdx7Xpi!Em!&Vhaonp8S+g|(7rG{LAgo9zy^^adl#1(Q*d%Tz`^
z?++zJIJH8)O@rgs7T|lG7E8VoW1dQ}!?ICtFq)0*oaIozcDB~YMo~<(v9`XwEo-zn
zUQdhZVy#fBarLB>GafCck_=#_L?Uy)*Ni$GDW5m)a=5grkYvF0MeTbvlYM-8{`mO(
z?(AkUn9ac`wiuT?^<2IUL!($6k#MTF=*VUI`t~>f^5KhDPc9!nd;H?+^qPNJO%`8&
z@%8`y@Be=9Z_aO?fbaM-K&l0=*C!u*c6NA3o#6TL8L#{=KKuFc{vl^Oj$_ji@BT9P
z+~x9MvAZ`NGHy`-Hfq%ABU|kXeQeyQR=5V?k*yReli_R#+_+rNXN!~t1-uSF3l3I;
z+=;n8fh6LTCfWSN8hzNFgE;HSF;YPnA;1Vk6`o)Wl2tk!3BZB~;r${Hc^^0eiIc<t
z7V_e-;*u5eIfHJA^J2YOX3>T@ABPgMe5c#Uru@`1PWsdkkru>~5uzD~el#qy|M0i}
zSGK**!tTCNXmWhCONQX`^5FPn35E-M)_jT_)x=ES={0*js(`2yDzJ2eV$sBs4(S~R
zSv1`1wirQJT@8`H;5ybT(<z7!rlkbo&!eOL{pCy;x>mFE^FvfMd}45F0e7%TWYI|u
zlJMhdG2CAc@qlrSJvlz)P`g?!pFVqx@|MrWm>v-(V1I=IaFcYDu;7&A8|Q8m^xDzf
zu#j|W*-kx+C9U5s0rFzgQ5KOaj?Zx(Gp=&xr9r2Db#XYEG+Qk+%nIUFxxzk!I)EhI
zJM?#FlOdiu)H80y+&hv{1T^~o*khUzLYT@rJju*&alymvwQBr_T9vO}>~tFZfC5p6
z&axg&Izv$@nl`8M9=~5;Hof<e3Mf*{MW`!ot0WW{yF~L8jm-=~QNLGg7%gZ`bV(}-
z`f;bmbLC`~a9SC_6x$mRM42ea;t`o-Lg%K*vJ6Fozsp8awY>?gf-RV&-a)gn8$=sX
zH64Q_fZ)T{Nyu4LZ-f7`!K3iwabhHJLOwC*o3+ZY*Ojz7rcbQzUaJlXjy2iVg9l{$
z!)^@l#2EEqyBWh3H9g!`JO;H(rvz?q*xm?PjQFJpKU$PK0m%@MbP<curB*oAa-T`>
zG-$D?Db^m`TeeipR|eUpU86`iEfJf^DBEPXqUW)e2;$hcYScj2<6cM1ZL@3CbSJZv
zbm)~j`KD2=AVJA+1-v3)li=Zll!wEwSbv8>3R@TEH-tWfGR*KOjf5E)jrbUYQqJE+
zA>_$NJu@kH;4*pPpUHRV%ietO?hpUwuk|}}QGrBl`27;|o>)tSAz;xNDWPW8jRrkr
z7+J;Q^&(v9FiSC?S1;dU{l-&jL7?1xxcTl|kSmx2F`<DVz`n&>jU6ApdOEF~lqmTf
z_>8a@5^Z)lMNv*V9diN54frT^Wrc^^3h)So5J(XWFv17uhY3dclm}lNedVMrSd4Po
zV7<t3gHsSo_G&&mY&RhG)2<FzAKes~1J#X%WIP@A<l{ah$4WX;PQ?qn|2?c(>8THt
zQt=8qcMfbeGqqM^NJN;>B&K&>C%kG9bXTkW{ez>u{lnwav*q5ZR;x48A+|#}WTxV+
z(Ez?&Z_nlwFLskD5zr)YNx?U|7MVxJuo+4*S3vO7sSsp5hA~WAJaRNKHo+WcT4g}9
zHl{wnt2pY@c)fBd{ydkYDK*B|Z#M8DWY{=R<c1gy*n<3Wxt#CxfQv!Q%8@^UZ145b
zT3{!;WHurU)8(l1xI7a7gHUWB-Dp;+H1s(#`l?k*a<NLK60r-*he54kNRzC#Et!00
zXIrtesgP~(W1<U^-^*n?3WcInX^%&HJSeoUEI+lNmrDjRT#YhNuF`_g;>w2n3Et@l
zq-H&tN5*Tf$xusYo?To$Ila0%yk1S{TO-mvYgcORN)^-@_WMZ({#R$x9lU<_;$Ob}
z65RLo@#T}tyS@4T<?;FT$=Sbt`{y^C$M5*$@#fq6tG_y49dO+E{Npd4-9BL*f3Vp5
z?XQ0G<<Gx7+CRki1O;ogpyUwuXK8Qma6Fp9pBZ)=oko?ioaqRB6^k!mP)&|WO;-7>
z-g36;cSK)DCP^7vkTM{SWT8-$tsj?Mwtx;hHH8TeiD?I&a}Jo({INnILz6-FV0FPM
zFBXpnC`~KoDAXWQjnOm`cA=Yrz2VXfO*D!_m3?G3MjW8o7UdNT6;x5PBfv+|?PAl&
zjrz4r%u{13VW_~C9rd8C{OBM5erxj)y*VJcuv*L~jnk7UUE4$sK%rtxnNL|<c4kbT
zgC0xF5%v?pN|ge)iURi61yuS<EE?ilu5lW#l@E^=P$M!(RH+nuS={nKz^H#aIb7~9
zrhBY!=i|$(v+1mVbhPYuVR==iV-|V!qk}2Uk_W5N`RP*RAIJR}to#Oy{T}2&=wi$~
zG+DDw&1HjWlncsWP)K}u>BHEiP~EU!F(=k4DKQIIz<uP&KepfmQE&+!zeW@y8}vDt
zS~)ULr^7-q*KC&g?}R7v*&J576lIM;yjvdHm#__U7hu{X!&NQjNK<wR_QQ?LBo|Wz
zHmGYEHjfzi`6LLB@i3URr06N|n><lfAZ84Nt)YaqSPj~2Ivmt&3<+MbopM@q+^FgI
zMaJN8PTeqfE7TiQO`BO~)Ic0%!ZDITL!-c?1PPz)9tJI<k=*42PTWKmcmfnR1AxNH
zgpr<}8a7-=H0Tw$ve`(oaAco^M~HchCOME_3}9egA=PF8W*K#Oz<|)vW{7K@#z|Ux
zc$so1g7g)zn22-0m@=b-*=(XNhx$mTNHsEFf%dYf5VB0!psN(~J2CCEK(v_H?zq7#
z>DBxv0*qFb%p}|L5UxZP)2ktU0rk@FY&rCL7-CL?ChK?jO<J2u&N#wE1pVF*P!tzE
zl|3XAtwxtorQLiaYKA18O|L{*LN?^XY<d-o%Q%IYVV_C4ZPzOTHiKqoUA?nm(xU#k
z&1&Eth+_c6tl-W9c<<eO`?Q=>N-iKCq(sBCJL|R72_c;!`@H>6KLkJlQVh5Uj&1yJ
z;6@QpYzFqKFwl7FjCl5#&B$*cA2Aq{G}Ovv@I&}2d<mz;h(QSQ1=1xD309&=Eg107
zF1;?t#-n$2YB?BKn^C>~;HS*U2HJ4wcT~$5_=WpRlnuFH$pl>#e@oR2tO+_Ske8?;
zHPQmf`HBrMJdt$B3x!@Fvm$;#SP-`u*-&hN2r^5PHGuWXsUaHjV&|r0li(zzR$eXW
zqE+ni#3b|iNC<0bfKLVAp$787Ep@8AX~Sq@^n)jSHnz_|EdUIYbX*-AEmr#=zdGG6
zjn{6Mwag5aNOJjM`r;vCyhOPs<wE-sfk@ss44JJO?-~dbqAH>Z$`8;)2@-Nq(DN#I
zVjC1F0WD-m%g6ooe4M2)t6Ib}tQ3N_+Nz?uFS!)-yK(6KS&=E=D#tmCc@>B>7>m(l
zzyULnOrmRIqUE1f{?BYA`yifP1}yru;dz<#Tr6OyaETQ@FqIsh{eyRZDr!gY>1!2Q
zwL-1dDbz-VQoFge$p8kJV(sDj#>TeSAJ(YVKqt!8X0zTar#VQ2)k#F0j#8Y?&1@er
zJshAxwZd7{VY!#Q%u%N;4$aSH_n36Raj%a~pI$t<JiJ<993G5!huHCkU_xs7e6v&q
z`>{Ldw<^{5pFI8dKYaVq^H<NVpWR)*czk(B)f+|I|M92){No@0_~!on<{9{IKLZDg
zgU4srzx>&k&!0SDfe3u{+u!~E7oYv&<nVkx*#)9b!V$MQu)%h#v$t4vTHQehAUvtP
z(cWS~FmM0{3+z{~HyRGx&CYVZ*K47n4=~3PnjQ~p7(Q)~e;l?H4QpPv0Cc+D9DHfb
zp(mEX%<m7Pi6vseOe#uT3MHN6Bzp;#jKB=6ND3}1cT+BK5vo0+9vtSVVN68q=9uo-
zbJ4kjT$YBE?XoWx@U;Mg7DSsxKFqMh7YzoyAi}uO{P>4I*xY>7ZdG^ZqxrPAV9nSl
z93AbQo*vv>pTV^NWWgX=s^l0`viZyyP#~lrN*hs^1R1r>wG<0F?c0+9@k*9>X}I+K
zC!&w>Xgn2X@!{K@bytf~zg?lF{QT_T=H{HaXvQpuC2V(CDrZIA_KaTL`gq*#cZ+=d
z+40`R`Rexegghz7e>^69-Bg?mm>KOWneZi&v;p|3t%Nd!yg*_dKt!imi35{t*KnXw
z!-OG?G$_1BbTED)TfykYF#<HGm@n0;Xag~P&&_I;Q7W6yM`KZ9Z|s|>UaJ%^)hEQQ
zA{p;C_#Kszsd6EMow$LjAbN)4P{`N-Q~W(0;Bcl}0M?XOva5V?RWPLwC+wk^J&|$y
z{Zuk*m~farEJmeCx1GbE91SsC5ug)bE;r@cmWT%&sE+vx%Z&%bs2M7|fgKRkdhVOp
zydj(kh`oo^7-N(glQDZtG|w0_0ZP|BTq5E@8qzSI;B*4c0K*Ed7qbbP4-*SB6`iAK
zM{GHp05?TVWPo{$S|YNaNSDO?@q>8*f@`$I8o=^HF7aB-xo9}ay4+$+c)cX+Jti%A
z#!}SdmvlIlU3#s0<Dp)*k)T1+Y6LRo1*2g$m}wQ?Sc7OmTaXpL3XqkJhg4cC*4Jn(
z@|o4T&2<N!c8S8r`>~37iCrO)M&%AYL?-zLJbd~P0s8}y;L}<(a*K*}q?X<yB&PcX
zncZR1q3N+>WidzZ5+jqtsKcC32awl{<BJcb3&79#guqCKH0Tg*=6qAEGHD><86!!$
zz5Wos2hmu&S;xx>I~?;cN*doX-wS?wHj-|ONz&=@PGb7f$~WQxJ0C;%locmxHCR;A
zj=;fyS0GeM1`S4fHpNV0Sj)&%N+tuUC!b%o`L0PMN$IL)!>rP)b|^Li4u;Dv!Q*jT
zXt>79mrq8qp@GZ==Eg>vVn^%?1SQB<rVu5~>Ja7TybDN%Mmcs>F>&DvL!L$E<&01#
zlt{gf#mp&^JA12Cpfi#AiXddKg)cr1iWEy;F%j*QQiUie5`P2;FnXyU;H|lw3Nj3F
zF$24d?#2G`{Nl2K`KjMyI<i|4@DnArjfE@<Hpdfy7I-P4yaFG_RL@HbDi&BC9y1hQ
zR-hcuI`vYAvebAKoF94}GFiXNJcVz<H)s^utroJ`QXUFg8s7f|hkB0?WP>*!rykY}
z^D$n~A~|kw(@C1Z!hS)lAcK^Gw}DqvLiJ)*z?8*^#q<SgRnMD_W^?*<9ZroxVN|O%
zR7$C2TGci&4YrC9Ds*av_!kq-FQ-{@sFW(BPXFlP+Q#~}LZ!3VosS;AE17idR(IT=
z(lpeqw(_xbI*i{wRZOHPd8~8w2!$vcio4xJRfYD;*4sqSqXGPGJ)1k(JAQKh<aBk+
z=!NBe)I#inro%xtvp?HwSL(e+i<9W9r_cWIo8Nx={zo?_H=ri(uAkhVUq65R{LlaP
zA76j{^>_Qu`{uiQ^9;0VJt!;i?mm6>8erGu>BS#@_xmqC|M~I3>3BHC{5k4(FeH=<
z`N^Pva&UO>1Y1o8<K^yh#cFNPTkLW=9HP_=yFGr9l&n>#ry&a{Y)*_oC^l}FE1$>E
z6;Nr^^Z;ga#eBZvyElEoZnoN;#HI0xa4_UT3j3>+CnzMSKM@LOxjQEzu(Bls<801k
zB2;FFNNmC9jQUwodYmSRpga;-J@lP%bX+dstWFqjW^?>aTq?MLaUji-$@-@s{Jqhj
z9*^25$II1fGNS_nR_d^`+?^b(=4Yq-?E6|ZRFMWrL;SSR={r>4#v+w!0c$;0VY*1j
zlHqAbeHwJ@kS-`7r&t#n55aRx@_eIQGRZ}j;aV3`dyCP@@d9rxoj&DUj6CMm^(k3M
z6t>~0IT+Tn*-)ohxHvn&V1~Eu;`~sseQK!tUT8_dfDMl@F)<8MjH~SBu+LF=2h~j6
z1<D0_z}avxEkOqocZ775rkQGy-t!P@Knivx7kjUpz#xJcRudj6#hs}nvj(L*E>xak
zCe~>dhy5nc5;7SvE3DT*DZxG@aPQxPE5-7KpG`W&f325D?nAqUg=@1=N*KaA|Ii&(
z`XeTP$ePL$3INk(0Hi>oF2<S=K7&P%(VdBir4>6X?A0s|L8fC2a)L0m8qr=bgXuML
zy;??<4jc)LOx$uAF!*=42Mlr$u6Pyj!8As(bR%CzB9f3Jwl1d`*gKXafUXX_<-+V_
z7aUaRTPXwwx09VCX#{e7{1l*sF<^|S%G#ZgpaZgMW)WimN#O^Dfrw<3Z-B3dGJ&oY
zb=g66rG55<2ltdb;j()4YIcZZ6-^2mwU1u2f%881aW;cwC&7g=kJ+?}5W3#xL#sw%
z=et^a=+Mcn>TR=P3ro6Fvy;GnCh45aBz6OpLwqd;Hj8qLe;QRgCJlZnlTNm!Tz^;g
z-rJ<f$SGiuW7W>0mXaXF#v{HKU@?k*%=qvzfiX?-z_fDkt&Epc1^FF#=Pdlf2A1Pz
zWzsWE>6J2^W9qF<lU9XGP;?4F-s8t%!%Jo&!r-+T@K|RPVO}s^iZ9(BuicRh_~_qc
za)XyuN&$i)tf{3lifNhFCrUis4#5vY4TH(R$j4Mh?GYyQfY$?2j7=Bp1rAe-#V%1|
zaG(@XF|eUeR?;EH9#(_w);Jz9EFo-yyx=c_?!|+~4wS?tHC4%wI~sISmCgDOAqztU
zFKZqZuTplE<y?lLhTvqqn5X-ju?R&A16wj2;@hcY!$3Je0~gtII-Lx7IKDuLltd`Q
z9`{-@2)QvIdvKD`v)u)2$2n^F2zwXt<Qh)`+z50vv@fJ^uwA`Q2NF(_lVBnYH;=B{
zToOB~kGW~JnBzKN)tHIJxRwRou3S1*hd^DaFfpRK<Fu!FmAr8=733(y^u=)s&jlPb
z{up-{gbM1u&}LE0T73Bm4XuP_%{aao!opEfGb!G9Zp>b+4ZL2KkBD9b%6Vd`(Z-u0
z<S;m28j;?`_@z~C5ohGhdar{~qfMvKCOJsV_-d7K;)A5vUMKsw#ibZBqe8KxQYo4Z
zP(1Tux(o@i1a3cqSeHr!W7Tw_mdYTS17F1w8RkWT7f~|14JOd{Bt){|2sjNkiI>M0
zOISa>!MHU*{_57CywrxRF4h%RB*X6T#ocpQ_a8j}@Y(fqK=-#7H;*qKfBfo`Z@>BT
zt5>hy+@0S%1K;gu;Nalu`h=>-4?p|h!)l>&vO4_3Z-4iTPk+AL-ADBv_Q>wRQJCRY
zqOkDl_-KE3hBUrAne9P}pN#hRcK0aTo{7~Iz6fS8YI7#zc_D}FGvjUzr4v?!mz5K^
z2dl#c9+?Z4*e#}L0<k$PZm%bfos>*>Nid(GCXjw&5Q8{@2MldHNN+NQcV4VS7Cu$A
zUg5xrNf$Fe4I$94>B5GSkN6)!`f@oAVPWi()SQ!7r#z8eUM@#i(%orR2?PG%@BVsw
z^AV4CNrqtDIlnl(xjhEM#k4b-^!8U{EWz-yuvE1%Y@|Z$0x0ew4?dmr@o68f<`97z
zwE}qgPP4Qmz|*NhAH~+r-jH-;AqRKSkIK^T)H(bT73UAZJ+qF)@tzVG)$D2s&9S#y
zjnB>&%!i{fhFrFT>0?ITvm>T2_Pk7tF#Piv=Oa#zxyiUU6^GB@E*6B=M>%$<Rp)Uq
z;IYlbl!Dqw-w@|(Qddc$qnS_}lWR69Mz4SmBYmluVifGPo6H;Fl31khEHeL+M59E6
zv>~T&vA?9-iTGhQhUhScAx1ttm&A)gR)UHmEc;mFMty=_iAp8s=jXz0-LI28>%O=;
z9HZpXhgcW%+W;DHAZP6bn$l|4ql$oxK#jqjC6p7$xO4-#g{ht{8$2s;iu76)f5@2S
zBC=;Q;+GECt=TBUk{v@%hGjD@`Vib9A05`X&}i$%1IKS;UM4X?7y#&sdxz-)dp{xz
z!U$1EWS@w~f!Q9)EBQV)Xt<c7Zfm<%81WNpH^uB>F~gdK0}s!EPYz$gq1y>rbnue=
zW;4`vB8pKL#0EL2F5qP_@I!VWV0y+dD{V@$O`PTYp<cG`hl;P0+cYw(Qs&euY^Y(6
z9(W8o<IX0`3R)xaGTGEJR*(S;i%S*5p^%%bR!mu-y%GUR!p%%I5@|IBW;P93NP3Hm
z@@=MFzCobHP`Ru|&BlYbD5FFh6o3n)CWTChiVky(x^0UALYGTIBEy^`5el%Xc343X
z3nfDe?u?%TPYaDfxUHBFd{$dJ0>a;vOGe2#@&~Nh;KV>dMx+u0Ep|0Vbr!x}emNLy
zh%1UBY~HK<WK9OzHIWT9JDYrdlSYmG3?sj26!N;2vURgwu2F2U@(NJC0Ito)0K4OH
zTFRMNA?{6vz{NuWaTC-<eabVdlq*(?ggY@2j#BJMQiBu;`$|$L7#a)NL^+@B)hqXL
zS7$L5BA6L)x!I6H*l5+Oyj(E~Rt31<old4oSq8Hh>KQFX?Q*%ANg<16sSvR0NsOj}
z<h#V;8%dC`&+6b{hOK`}+2dkwZ`JPfvY9-A4|q3X^$7SBoh_Roj=+YL104rcsIvla
z5%6$CAh<%;8s17#Rfg$5;3iW*n1$#u_AM5m*dkbwk~b)161hYGG8h|1)|wdb`TQ^w
zQPm>BK&t_iFIUAvnoRx0>V}ZW&b(CSvy`!4=+sJjk*tyhF9+KJ@OsR+PAcsAok>fb
z2X1_Di%O-O!!JxQ4mJjzMypku#azbxu2gHx@4feEYjYhkjB<N>XMIzz)<lKnBdAo!
z!GyI1@3BkpdeUY8m`X<?*?1BVPBE5-cwdBC11knC+AaZINs^Sg*S_ppRVElX**ki6
z^ZfGgd^x0Pdpc;sDLSYZYn^JH3eI7>cf5bLobTUWJ^AA||Mv0AkDp#WW%+n16tI_{
zy!wRP{TuD;yFGZk`R;fIu$JGPT!Z}j`2E*VBc5L0{L5Fr`o+(FvA;T@t!6Yr<C>#!
zVQ>N!cy)ps75)I`uIcH)0lkIL!1ni+kPm@QFnZw!n~uiw>7r1;(mV#~DR2<kgo`_1
zBw{p5WY7_g?g3vBr^`vh5ZFMhM=+za=@{3b412E#KxKM>?J!yyz2b>rp}=V`TCU_G
z(Lg+j1DfJ)E9E;JgrO8t>_~bKaSV5>+wC5W>9FqPbFo}L26SRP;#wPJXvt<$T>Rhq
z@sHLYJ%lWeM7G+W<GgzL;_Ah-i(^#1Q46ONjX%RdtKBS7O#%iIC_Qry%nf{A?5a)<
zW{3Nuez(GfoohAgOIDwi5~pfU2TV^kOwl&BE0SN;YPrz>KF^d=gzJSNzg`FE7@Uk+
z;JoIO?s9i@us>bxQz_6QP4Lc7-d=n7kQ_SjFhY!!<d({yQt5Z|#Nv)*k~&2<Ky1Pb
z@Eb?nI>TYLlwm5yk;UB0B|jdC5X>jgB{Gr;AArXK17A3rfn*tv@l(J@N7f8*1iRlv
zjDd>KX#fii=IXy_YkWd}F_K}5LsGy`N4pTzef(?;Y;@|;>sPDL^*Lp3!N89JjNvSm
z!z8VaX7o<CCgis;B9eL+)pHu45GYsBh$M}Ci_{^i*L{be6P1ZzJe&daA-iN?$D~mz
z%w!2gQL_O9JStV0d;zs_xXr<YDdlh~1b@|L1g)TzZDQb|a|iD<i9h5T&;t02SZLx)
z$3)Jqtx9?>>=jjvblwq&D`bkPD4r+~VfgkvlAeVWgEXj2feh7Ye3DtSwP{q!2|NOb
zh`Hzna>7LQnj{|}R*Mc7Suz+fE9DloQZ3etGIoVl<u*PpA9C4_O!4S}dh-!@F%phA
zyA0cFx~(<&d+*wD*le!zhp2XvM&UH*p-iB0;b^jGb}*zt1q(XeU}>@F$GmLB7;tRh
z0C?6iK_~s)l6so~EXeZSsE_#_B6Vof+YEBOVuQAEHg|4tY8bt&R9Kprc;Qwtzo8aJ
z-4=^_-K5%3%S6Xe#OEiuh9`|XChI(~7&zth@*NQgj0aJ9nJ5^)iI4ztXZj-K7z-e7
zVdgi(Iw2Z|>p#l&*PwS=n8$Dy*wE9Ux4CT&bT~#_vxaS#XnthP2SyB#sb>43a_bS3
z5)VpnVcj_Q{8pn{O!N+OB^$*eMFS81bC=bCIe?%gfDN4N^?E0t&eL@1u;|&4ViF^#
z$R?im9g-1SMU=`yf-s{OFFRF7*b#WA@<xCU4->cowbm){t$?;F*;K1Y!@0y;l<)<6
zRUoSj`P8H5c}YXF@>rP|S)XEd9gq4TDS!&@Etd^?$f|YLpqW@0XBoj0wvg#~JQI(@
zLI%%;L6N9#o!vktP6;ZK7kfs|H#A4^7`PNby&(RGkpd3@u_lV<)3G4ZR=Z9*B!E{R
zMH&=yEF2WruX1rYA91-6WHT5(fRbrC$fQQ2p-3kL{mZ=ti%Om^J7Ef^ou7h}ohVo~
zNl)^T<pMMbc8d&J=!-$Wk9muqj6xxo%VZk0ipV2AF@sh|_|#x9v!7(pLJHg2+|&ZQ
zSL}qt5r@;I(dvw5Q>)dl=1V<{zR>$qiDEKEnLsH`p+EqOKy<%~sz*kzQpAtIOLQmh
zFoz_g@I!)1HfRVn+>%~AfBfX^c7H5@)2rFhxI3#863yqP{oX$3_0jHlFnjUz^?&@^
ze}3@d<GZV8k1w8_9$vnB{?YU6r(gd3SF6?P%?<j^Gw|Jh2B1`-55Ky5`NhwE(X5oO
zPL96$?eBgrv@cK$gd7*k`TXSQ2;dAv`vV;Kqc-gxi|P1qxqGmO?!}v^hXa2`QIV+A
zY41S}9pW3sWC|*<Ivfwu*`(Db#kgql-X^?+Rpx#nL0k^$+-9+&gRoNz`t5AB;>asl
z!C+eX-A=R-x8pwV<3fAq@`L+}0Va_Mi?g!RSV-c2Z=|qNi*g*=9#gD1p<monxhk|>
zFJVG}w$76|Gx9Jf<^AU${a|N%i^8D4L=ho<F@T+&tPaTA>`jrdrsEzn6$L;<9fhF8
z1X*V1*e(}KT-d>HEO+}SCwn|p=0tk8!7s3^WTfo%8})Lsm<h7`<3BMuG2lV;!tM@Q
z3a9-Dv;Cx3s};rrLJF-V)LMG6aifkp4<Eeu;GK83HrAMz5T}soC=*X}BTU5U_seDj
zDb_vVpcuxeBjF4l_AMqY@n9BHL^E)>1Qr2Zlb>R_$-@x9u0jf+ht1}S#gh;lA$gaI
z0@=Yj^?q5Ihj7bX2BDyg&psYOc>pp-YZBw)j4p#lKFPcnaxEuB8_RsZs9NkxXar&}
z%;*I`V?G<9He}NNKwKS2YU4>qD(*&<f+_~+Trz598yg0tD(Gg|(cu4K!Nib&g~?6`
zZ+i<9K1vj>X#fWiKMaN~1|e+N*!rm3rkao?6#GZkD%{HXj4p7WN*Q)C4|FW-M$`jo
z6!><?NCv4FQf)JgMQH*8u*pANQl49*1^kzVQpLF6S<A+_^CFJ1%EZtPoOQJ~$Lfau
zh6i51wPjMs`BZ#Sh8X}6_r`VX>mEs^5_ox%j3$G`j#8u1Y^__AGOtnNW!<JzW35-N
zJ;0!)+u6W>g}q9#_MTq0rrCUiWy@jEgLlwuZ(&MznT+6D9a;^&rwLLA>K*74wM;IG
zHxaZK)Jhr($i?wJTFg%Uj?17xa5E^jm{#!s;v}c!M@=2_!*{IOEoKHRZIWt7y}1Tw
zjOUi^A(A5=dz@F$MVWc{TsBDqGlI#7WwPk9<d<Gc#1iwlQKd-w$$=7KaMQ@sWw!;H
zAr)gmrjhR;h|xlh<jBqugBa^$0Ild|J`28mlf`I2?Lp6^%n`*!zO_cd;=L7L&Ri)P
zw1YhSO#-d5^)-Ibb^x>R*sZ(})C|D1?a(zj?Q<q!T68BuA@-FJ7^ns3C+@a8gmKjC
z_c)yVXEGPO;{$Fti$6vkT=PQhbRren1=+#vE@pGFkeF)dZ(s>Z?FGY+V5DSIh^~M~
z@)63LEUjv;*C^MDiDb+}qgJPsLpWo6Wr!tui8-uKgGGgs4mS&O6mJ%hWDa@oJhv<{
zd6x+hESaEj5~&S_NvE2Hs1Jv)BDxvF6nbH;<Wd=-a5I&_-ieQrtO`EatE&roE%Do<
z<Ka%=QduEb%{j10i>IG=Jl4u7mjy09qj4c$rUZ#ruSm$lxsMen?{N(Lu%mMzFmjoD
zrHiwR#$n|Lp%ax8bb&aDZ(;^x0f+#pGZ_Sl!eEq8y5uqio-n)JO3jckC$6udfFb(A
zprGH4Mla}pRx|cPl~!XQj9w^~YL$Aw(E?~#0k#;40&K>$RZjnZ_TF<%uJg*$oC}#}
zS~aSYN+Jm&ktV$N-h1!8_dX&c(i<Q_fB*>4fEJ>Wilu3_rfa(AM_*XYdoXt)K*B>&
zKq50EGUA;5t-aQ}GCZmIXrvU4q&#kH_Hga|Mjdbs`iAgBvi`275@*Zplj~1Dxqf`U
z+>DxoX>YO|&c_6q8V%rx=i7_p)vn#>J$?NAfBnz@_1P16Uyp%(U7udR{Pgoj7k58=
z`^$g+=YRfV-+A9Zy7$jOH4r%8o<INO+3U|=L#jVnt$um)^N&CLd4dgUwMFk5_xggg
z)y40$JlXEHtHtq(xr@nccCmv{bv*79YgrKx1o{qsy5H)ofm>082-Ah*E0?co#p!V|
zIl=h?59Q%JZZSDrZbq_Th`A!ARw-E^vaLhaVN@cMjuu47F+_zQ5j(CzDSpp`dm6T<
z-)oCv5s8Q30&$XTRZDKCgC!k?d=83mi*T-DzS?dko7HeSZlTP9=fakPaSLzky+8iz
zgL@xh<zm*_9?y0=c7OeDr?K6x$q?jo@qUM?vA}oTX%;uj5%er!;^coaDN;ITC!5)f
z$J@izUuH>=iZ74?an@q}>O%eEVw$3Zl1*Pc9))m90T2#<IE_?wpPkGvuQuapk6LZC
zquFdsgCx%^F#!fk%5W;>)NIOk+vD4#g7K{z7xa+_?knFCK|L<oFdqPJ5X>jhdA6Nx
zH;cD6`4Cx#R5A|tW7uOz%y3C3eien_%><X=J0Yf@z-gaNr;#zS2?Jc^yJvRdo{@^v
zL&qHrNg-0oC*WO-heF*-qna4^%7uiF?x8AOPK^rFDV|}R&rmnGwXuiB9GA}o+ySLG
zqK&8AH19^kPN4JXFa#c5RunK`1zN7{czub+Ay46oN66ACWo{ePFN4Eu;x~!-#gO2_
zUcqq`4jHvN1R3tfNdR#UE0yiE*f5?^pN(UjRTRHKt)f%m_445lx9a^)BcuhmphO@k
zI;6pe<s)MQav26NDzkBjG3KR(zG?$uK(?7<x}<syBoULq;L=!>3SeKrC@`7Z^#&&`
zEozlXsRYjNwc1T`8Qyz??1(;V5cDoaFP(w~B0EQ&_(%uR>hQipr!dKn6bB!vMSFVL
zfkyOzv?HH{$qfd+^6+C+HC8iviNtF(JGC0SRzVdJ{XssfB@0-E@T1EK+DjuA+0;sx
zRvO_ESxgL9E?oU)J??r4t0s*`eso|`iRf(<22?XB0f|W?*DED#2EmJ&)iQ#OJf8xm
z%j>K+svuU9NSrV$QfVF+Y8z7y9|K_DiTzq<fM`G)CIJCNBn;|ko&u)9W@Id-Yn2bi
za%MNG*n6@VW1v-oiekg)u(J2WV#o7|uiIi!umSY|p`wXWz|WElQ0O5cC=_hI@|gr_
z8ogG{iHjkPd;|(-E)Fe5*j)l7Av($D1N?;!#ygowI3}DqD8E)jd^YAP_V9QdQF4Xy
zcj4_H<ge#bsWLcFLMgCEasFF%VV{K;^O6%pgToY5F!<`JUNI4KnaaYZ5C4*{$nwx-
zPXvA7EZA`q>fkX_j!8tN*X!YIV0F$`n(Q=wE>^BIHe%_=5rLNy@C{!SRghkQd=f|@
zz&a1WerOfM6AP&*qZBPjTyDD9UImkD_QkWi^?X270!KaXaNe`H8h97dWr;bKH)6lt
zByoU=pwn){Gs~o~ZZhNeqOl0#8_X~E{uGPg*o31<St2?p7JCbU3$qb~3v#neETWx_
z(Tg9c9#o=6r%*C*p+GAQtQy4<6)$F!7OIz8p&%A1yfD>TG5y+Nk@#?5jtT5gqLOL$
zABZ08?USeEyt$pP3aM<9vsb=Kmsc_zg_z1DhBOZ}B<6Hs{f|1VpjOG*_<`P=4Njf9
zo=Kmrw$JaLKfZi;zM_n+zZwj;(>ac>eycYd%+HQ5;qf#o&6|ry|M9o~c>U_@C%0%{
zw+}BKKD&E%etiDpn_u7Gn%_SI|M1U1u~^(Kk3YTp^ov*D4m$1iZ2IF5KmYLkFLOcr
zT8#(2^?Y``ToL4fbNKM~?)u_-yI!4bS0|g*cD30o7Mm3V$!gFW9B)>nABjJnthdy0
zH)^d)r3|nJ3RpZD$(M3IaE=0P6@r96gi9;r&*g>e9geVQ*k3LZ{K;Zp#p*=hk<yMR
z%^jg2+7|{_f=)Es#^XV*NP@WZ)}o(?cyOrliQumDnb~W_LT&<23`i%(^E!BWB%0X}
zFanuy)|y;!@BQI-_dfVTrJSEky1SFrWYRl3-<%N9Ia%zsGko|xaLlzrr&XeTyVJ-5
zTi}{X<_L@rTatFI#B&0nYq1<vY6V)_NG4(cW87-B>$C-tUR=zu=NAE^A)E14_)VlF
zv?J1#XQY5mVS3H@!(OK@{Ig51T&3A8y!z~BGN#9yj8z+#2y{cTPuRx5+6O{D+I5Af
zsKdmzh6xHC15X!|19rGnBE&?5kp-_lVk1?L1Od?E$b{yyabU1C;&S8Tx=p_a>K6)K
zDj5PsfgO*0BcXUqbm(aW^Yd6xij;llw(If9F|#Xx?i7CD3Z5~5-uV<9Bfb#7k}(nl
z$tLdMIBih&V8rST>+Bw7IED+@3^S9>4n8X=1Q40fI`F6<+>xGO(Zx-i4nB5I1`Puk
zj4z9YTfCXnyb5Cz>!KjGBBUFe3C9oS95zHDmxcWoH$-}c7{deuzZIY;J&!oGv{>=c
zd=Ry=Q1591@-R^-p;#mXj&#VyJmxTJK~SZ!cEc1fr~$-!ZTgVk!%RYbC(0iqA~O}@
zl@qkSR?8*|4w+T0fnCqE<9B<FY8^YrpiLLF>CH<1#TK+0B6gisapcrUW0X<qR2G$#
zamygt*NgXDIyq&CdMs@+F}06Luf?VjtByW)8&&N4h*&yxTI4lmIjmx!R*7e#u<4{S
zlrcAKe+BzZB9j`>tk}k|Y=MseaEj!mINFEBfu4gTrQutm)+g-2I?lkubOm1va0km)
z=2F(I)B>@^qYwc~3DcKNr$FFh4;H1?o((LPJdJ_`rQ2!`dpwNHOuR^us7X9a`51Gr
zFbm;8!(4_xpCkqIn+;4Zu>}YN91PI2R5D~vynGn^Y-XyO)Cf&+zmv%satH-azzZY~
z?lX92Sp~X*naQ+jmB(S{-N?61Efh)}A|*dKetHD^ID$b%rVN()gGxTfnvWL?`Vs>c
zX9isPIkxd3KWCP5E{1oV)C(;($YMG29<(*Fi1gcVB=B-;Q1nnr7SmyN)|7!p+$L%V
z&}9*z=rK=+z`FYI!i6XVC*t8?b85#3$N+}>0Zodl8E~ykmJ>{fcMzs5!l9s7on~_q
zCSE34O42ThVjQLURN&zxqP!zmzp`Ux`PiyfP!92L)=Gs=mDeWKX+9E-#bOC!p3pr(
z&^VWFvSQ5g&kD6kvtf^ZqgJa!!UcdK-vdGy7THWjxFB$hBK8sv0!&L$<LI{AsR_YQ
z>lF%}sLWNtbu+`8cnh?rR@=l2-)IG85A2=>B49sw#AFf?Zyk85O1Z*dwi_+H-pN8L
z4?cb%6A91>a9?V*3Y%`VR6Sm7NDkGC^>T*ZDzxNqE*1xRSc<1YR(r%j<AWt=vA7Ks
z44GJ|6U&9GOaTDbxfh>&_T=jBc6)NZT%NBtr>kR1#Rr|yYI2O@W5Suf)kXXIfBybI
zzkKof>BHwwAAXAc{>9@@r`_S7et189{lkwQ?;qg*whjcq+JAcY;^p&i&|Egl`FCHx
z`O}-f5E)!97L*!7Qsp-Z_l>%(tMjXivnz%!%wN!1SvS5#PmC@uE{@l@!)EOH27}RR
zz8TT0*z6_~Nvd}8#T2LLR=djPz-%$Y;tT{hd$SQEI3CSpI3&i{MbcwityXZ7V+?0Z
zf_NXsEx{s^OBEnQJh$vJ5|Io|V?igD2z=n_cz^&AFe{(elS)Q`g@*i&LNU|t6V<E}
zAsmdl-F^dzD@8`a^c8Ub;a`69;RnBm^S~f<b9?#d?&b>0#?|g*H@&?+-frppC?i;H
zkLS?9dd&jMRG3|0B__k_a#Bl0y*Q(2&F*(=6g95aPy=f?!*FHbaD$M~Y(p{P`EEY!
zvdGP?*5iwd-SK8gD3Uo4u?v)auiM1rhBK|xE`wuTZN@~bcBcz60sybGxil;srclH*
zN;zoa=Bp#n<%uRTq*8($4x_~}HW1+kNkIaP@2XZzwi|@1h$|LBT_A$NfaQqIevL6N
zEquAu+gT2XP^I4~U|j>C$}NLMVYv_o%E~}nDv;Bph$)WujO`%+v@u=cEgJ43K!-@v
zV~0ZvLl)r<iAkkX=RV?si<?YGY;KLoF0V8S%!Y3r$QE=G)GCxK1~AfA1SBcN%MvZ~
zn6dZZ!`G{%Cau(ARGD=`1Cd3qP)S8Xuo3DwJ2nub4wKuY$}oGW$pC6oK^LWj+}$93
zao>ccz)FZ%C5<^$9OC>!*$~7ZJ3)H2h0)HWhGh{VcgeO9PZXSdhnd(TTS${i!V;IF
zK$hoN+O?RIm9m7_&N##t68Be%=bG;rB81x^Y;;T}wt@H&>Bvq%vr?;qgf!JM?a}?1
z6JVE7kfd;yfBb<~v}ctc$@V_7K{_>RSqu6w+Z$l0%2@U}4GPwU>_a`|M71jNj~<;Y
zXkr^ElkM;En@){_{%-#1!NK$3W25wl?}1TGD>)?C$QDl{Ib^(HOhxY7yY~STP82Mf
zQmiA)h@ceoK;L4j;i=QgD0`w=zz?N>VF?aN%uCn3GVEiq8&tAsRmcd3GJu(s(ulx*
z*D~2sQ_e94b63b^j3UYDaElR3Ho+|A_v0wBAWmSP1cJb|OgQ;DE3r^?5CPR<+=8@^
z@y^6UFzfJTA%Uu82f|X=X(bMcVSttah8(ZM&L@odJ<MS7P*7;3bUWAxGv6RYn}CPl
zB}fEY@a6peS}sd&f|=0Ik~ADl(|DB!cv5T>)45of55U|-29Tzycqoh|jBPSzL(VN^
zNJu3l{4Nj{JhT|ERgabFtHsb0^p&Fi6oWNMRnWM4P1+9;L|(5{CZO~uV`_}hrKzh2
zWrNxb=7pC80DmYsF!Mp{6Xg*CAP(fj2m&(mEk{&Vki-pm^F%`cG(s#ianu8;$i@9s
z5g~0gtHd6YIa=A0L3HCLr#31pAXwy!Jc`X?igBXb8$evER-x)qFj2-$fqj$<0u;n3
z2F_F(;}=6Q{xy>h`HOi=r`Kr!e0f}N8Mo{b6pEuGk<lbr4mDccgZ&54?y-j<;_1~Y
zz0PPcvV2y9RK?{bl}Y&^%C+!=L1z_-#V{z;N);}KMupvMiAtb?Q1zGu!2=FE8;+*^
zK>%uT0f%df(b$XM-ejh(6nU1(eAuj?tai`tUfiACTyJpRug})Ii`^Axoy~lEx;blA
z>XRP6+ScXy?ce_W|NiXh7f)_JeSG=&i|1clpPVDOef#x$+{F9g<RAYT2m}J;9ND>l
z|N5sfeywizo7dm}_@_UwRvQX&NDfk5NIY;pZp{Ymi_`PltDD7S45M`i5_+||y0|=E
zFE7qc_{AiKYogcfPbVv;uU5TXtJI;07K^kECQJCFIK8E_R;LHQy_Y^gD55k!CL##+
z%vkZ1a9wAmn1}>8`GLZ=*=<RDr}!th-s5tI^H3>rU5etp4|@m{C1QT85m+Fi;UI$v
zT}MH`y;w|xkuR51c)BP?YQg#`W#ME~U4pOa-XDH@@Zh6PrwWGa{OtJV=JMwD>Jzfg
z7i;7%xDY3s@$vDj-K~#DtrqH5y~5%WN_?%F91m)j=gV*i(tBn!6uetVTS#7<NlSG7
z)GPdI0YvL|=96KwRvb^eXBWqK-x*35T+DlIc7C`xwgg8fJr2Kk$6yg&T_0cJy}LfG
z)bgbYVfGr^Otuna4bZ`cLt4Cx(|M2l6B|QdUO4B-e9cB}^srJUS}&#HH?n7BZlpi1
zRV%}291SR*1dxk*Re+ceq>G;d;ZU4ftYd(dp_@@6$(&ipgh@w&O$A?1Mw6Qe>l28z
zJQg;m;4=7znO*VPFl%wfXXluRc(HyVg%L1d=;h!HBiA2tc>QJ!{x*uC^=g7wL=L&1
zs-$9W>rgR~ld$4*cxQTMM?`}s^8-zeVK>!&W}n;Wu@Z;W7}eAQ%B*??GKJs4`cKIa
zWz|ZV!SWF|UN4G+s0za9<unV^0wV#Sbx2<VqZN3RhjkKAP!UEQrZ$3nNxuup3kN&P
zJFs9FrT8=^rL2e(yH<r2%q<MZwOOmsN)PmM5p#}KEHbIph=J7TM14NKB2hj_4-xLw
zDur1t^_dKc2Opbc5~EzAmx&z)y+$I|$__n7rA;ZQVOr4vG<$j*LDstfvC1VDr5x^+
zQE>#p71O(h4-g-^G*Xx9C~l|EXdhk~!Apl)VvroD4({tjB7@`zLWPS7&7>7j6~MLB
za>e2Opu-ULlPv(vp+!lfP@AQ!1uvP0*d6gzgdH!qeiTCFQtbCxft3(veIE<h*{`)~
zHI6AkyThU(S*bUwlsf4VOIxh|dNoa&jtuL4E3$|x5pWPlWak(mpy6~Ae#GC7BP)($
zFc2gO6Y%;;KH`7^D}gF2lzGcV^ohf}V9M1hq-@lM8$KirCtFi(0Cck1gndpaIYMVc
zvBVxmG}3OdVg)5=!18en&AD3i*bUV8v~W3r0Sx-t4^n@CY>p1a@XH7UB^A4Sj*N%Z
zhz9`jGL}(hLd;YQEkU0blLGS+vDbQ$A|ng^i7cJLKvat~&PS)+#%fTf{u?kFJqS^^
zBMz&<VZ}Z{*zx@0cDFm3%_dwm>h%Vd^bDD7D$%ltD6$8y=TiV+nZZ!isxW-P4;J$w
zF9eJLvBv~m06xcCy)MS++pLy(TcKT{@S)}*D5II9r}6d&QXv>4K-jmt(3@!<g3yPv
zi%SaJSKi1_@^TsI4&V_zlwL$4VQSiP*{t1SV%clMYOlk6=Ta-=IvuNE70fxUN<|v-
z@KCJQ=#=ydvG{g56mnQDGP&rGu}vZt5q#8X<miwVtIgvH9UdHt4n-^<0Z^#aT7^up
z|6t$m4NZEJ9x3)}9du$gl7RdMbRr#$WP)M7r#S7sHk;dMLin<(G&!7LAvY<`ezSIU
zdiDJ7*<+0Nm$&EZ^~rK`bM|OC0mX4ly9(#YcBN7;m9H;v|NgiC@#2%0cb9j!=MRy~
zF1KeF+tY8qc|U#q<If)NA0f}cV!U|z@aeZ-emCh47t`gpU;psS&;Pbs!EHFkgM`Mi
zUO~Jcu4kju?GB;nbhFv5R@bnxHq2ie_8OEv&c|aygKXt6Gi}$WFmF0-MhF0i2<`lr
znpS#lflFk4ka+w7++2G6CsDx704Qi3atA}<G`U1<Ke138(nN^$7VE-{$LHk(d|o@s
zNnQwU=VCD&tz6B**xk9hBdh>r<&J@|g~%L^EL``!ULENM@Beapyxy+TnHZ7DYAJQN
z_rby5hh+L-t3p^kJv~PIdJEF%+&w-&KVNN@6fe%_%V`&Q>1+%)jAb61%Ef9}MuKlv
zslnr7g!Y9wpW&40wA<%$k`!u<a@i)J$7+cRx^AmfEX3F<5=YpbY-iH}s#mLnse>wR
z8k{PPTCPzcx0pwaYSoK;QDnLSdF)1c(4mw!gVUeR%Hu8EA%gD>+&k=Lc)Z-fVBJ@9
zc<<e<YL;Q?bhm_H#y)hp;3qib?gQ^a_y+O`MlylOk&Y38#40u&wHOSU?&wFSq+96D
z4tvUZJYdmEnK}^<H?am^x>FgkgY7gxy$QwYb*w8fFlg06qC&G?gDiZEze1@nC3q|`
z9ae+UsHUUFY*+jIFoQS(Ti7Z>*e1Ql-irArMl?|&V?)G^48@EUAnqX;q*PElEm|8>
zmIdId60=soL4AzN@6-p}rXYh6^iI1W8MFuNT5t>@Hy^G}hS5_2H5ehZlk$U(g~y3~
z8PgY{8GVQ`>aZPVCNab}4B0Hv61)IS8ca&)9)6pVTPG>AcC*F3RV6v1=Ln>ON_?n1
z+Q)uR`J+*#A`8jFk%*;WR@XsfRhd;vqf!c(0%w^`qhwmsNX1%-M8Ku$<XRC^(|rgJ
z%t#o$P_c~i1FYxTqkZ-MeZ~Gq0Xw3DlFvy?5iknF(Luzb4Vsi#^l9+1YGek<1GC}?
zJO%xdQI`Y!1>X;|BJoMUtsq#{;(Z8dfZxHnV@Sg^Zddb>Hk(!#_28t_XJg@{*O3<>
zrLJTEuB?v<1f)M^DUhHvU@}>u976NJ<z<kwFa_pMBcK>|1bhjIXHKJ@btDN#CMXtm
zS;{DdsR_x^kLR4?FTCY=<&drcOxa9kiyo7_*-x5=4`TP^uu2}><0&=kfmisI5)tD!
zjFDh4nBW-22xT%T#YbpmWMlmTzm7@S3VzP#u%WrqSizVQ^+2k3@-G>VS}??HRyw~K
z`w?crZ6&BJh({)aR)vfSNtxN0<OmQ9(v*xnxcJckk?bfHXMvYOqp@m>iBJK@JNU4-
zLwhC`Z9~*bM40mtrufsO&xS3Z@G$HDMrSyj%(1(&_`|%)3l@Pc6Af0`%|}9vd^|>s
zUVaZ-PV_WK8vFu>#E3v2Mu1Jn{20FwwUD4ux;VXYVa(uK=kS!H7Iui9CLEONMP@n#
z>M9n4LXk8jT}q^t(oB_1cj-7@P0AhK<{)CJOk61Zi3GTq7RyD>I1Z~-DVJODdRfWB
zYV9lwc@=21h+1m3PN#>sXV5@l#e%P=c2#att9TihO$L#$ixhJ{;)Dxkn0=+_@aW+F
z!NJFSGO<*N0xgjo9vl>MrOjknN*4$19#m<%-%wApG1@azMbvPQiy<Fav)^K+#LBKC
zu42zXc+Mpk!~W@J_xY!vJ-)hwp}HK+&eq%8^G7G^t2w>F<JqLsn&Gc4<nM0o{`!}{
zefIS8C%4aTFYg}m>*65>uy4Qq)B9WV`)A-?cm}r1oiKg9`Wg(&VzMCc`0HPOolNk4
zE{*|Ufw~%z5$uk-?I(AiT%KQT*PDxzV~V!tb6o4Y)pBuhvRzQ6)24fRyqZmxQ<#d=
z1z`ME3*14jPzKbD1DsYGl6P1`=}F`)MLiJkKxl#{vxz<-QbL>%!5?tE4Z=xC<wBH$
z09haz=VjyodqttPAHphyX{8b{t0Yz;NM9_7=xXDh40HlcShZGwh*hhWm#b-u<>Q14
zX}=8IY0_hU+rR(e-ba5B+I+6h9zMKy{(@HP-kK7|<zTlS(}%cTPfkv^Fd^w)<V4*Y
zP|A}cONa(V0~!9a0rZG|lRw2{#fFb(hV&BI$3edVi;M{ksck+V&`JyP6q^QCuKBEU
zeMw9CaJin*-huU_UeB}9Lvn(($o00Ir<=RoX!84fo{m83DCftlD0>Zhy2o!Tc<apu
zsux$|2o8Oxt(;9Xc@k0))Ge}E45A#dDL|*M1X>pnaW+ll8Jo=t8X86#dI1_0P(?AG
zG2CuQb6o$}qGG29iQgf;z^24!19r=d%GQllBdbz^T)33Wxk#(Q>H}DX2c%iOjC$a&
zmNNjv63IY|bYz5`mOdPFczoJGz~seXgA2$+$Fkh#wqgFp2Ojr2*z&L<6qsFfX1k0o
ziz*LK1L4aCAYI9mK+h3XcWigK>BqxvjQvFX((K7x*0>+1zLX(~-e;1J`15gQqpiWb
zvVu@>Sn%=V)3)g~+yxMZkit+WSOYPwQGesJ>;3!!<Ym-y_hk7973A%jHAATln@70o
zj2{pi=%hwvg26>lR&}^fKQ-PhU=&uhnzBV?E+!nz`AkH5xftDvB_;!sPPB(h4S1|Y
zEtl@!lkVSF9UZVYR3Cg`S5xVzFo+*$4nK^#s3A636tXBq*!b0rnuy)t(JP^?;*kSx
zZ<HV5!-r)7c@+x3u)YM6M%j=?X%Kq1MP{v>QUH}iB--CMXrOZ#ojN5(eI`SmjTqUD
zWFYOe&?f1(T0?F(w0|BKYgvF5bSnAycqkt_1wRqOm;n-qa-q_Q{GdU8fJ|kA24;o{
z&v45Eka(#v!yD6&@P(Me$wR2dMpDx%<ZQ|!SO}ap@d2nPxzJ@0<R`2*>X@ZjjGA~!
zVO7LxXVz%}?ek{ABGs%G*c}Vvq~M7n+lm{?g{%~0Rt)>m*4R1IL`kL+wT-zEV}FYN
zZzpDhG@D^u?&+wPnFnc&w?Ms+K=mc{j1!UoZ`kie-!7(O{1MJV-YfyHGvGG!nE|n4
zFyj=!OwO}GiWX#Xt&}4s;I?QSI%?3Ryo%e+YKHMIk(|s|%hd|Kn4B<gI37NT5^|a;
zUU(rlMtw2_0JXr(k|?338<Yj(D9;R`4=Uif;DP&N%F5+vp5%lXF68se)uvD=FV-ic
z2^|~d>7Ydqnvh|k6BkHEgqONdy2@wic44f7llKcj1sWV;5iVuZ<v0cUSg^6iad$EL
z8uSJ-;{+7U2Bs(joo*BkF;1CHL_M@NGp7fILLpbmY5Y`k_JN0w2*zTP{i9rbq?Ac0
z*Op4eXkW}-KqqV#6E0khO1ZzkN7w6mG%dt)HTcRDW03TOQ{#1)bGZu5O)e*_drGqW
zbc`CcRALp$_fQYVv{`SSuFqaQefjA8;q%9@mXp=__VjXh4R>PF8O;W87TW}=OX<wb
z+4X<>_y7L+^Vd%wy|~z3pC4b{oZViYT>SFmzrPE2-uI93{WCBh&B5Kj`Rd!nXmYXL
zy?*)Xm!Ez)-fXwq(=qY9Zf62Cft_Nz{>kGf7iWxGo6{YV*Oa;I{Pgs6cYM5_pW?Zn
z&EY(6*GtB-&2lpy&swM^jYcL{Os0~Yj>AD;kqAu&=d2HRQ7j&-LqJVNya8_j$Uwvk
z_7mo3DC94dOYu0n5}-SgSkw=rCl>X_q5(v33UY<Y>{ygr0T(v`0U82QZD$ur9La3d
zFqq+1Vj(!54Km!&tA*8O-WvcTt3s>UyZ5jAAAdw5>61?$QUG-K=wiJjDNwv+gE||~
zu81*oy`p|`hAR~NIx`0sWTpa)YM>#g@Wzh;W`i(Pp;%<_YC{aq#0V)e2;mKxO?wDk
zqketZZ;eO&9;T~WdAk{3T`ZnHy*WACE|z1i)AUht>w(%`Wf#dAxmswqiq$HlYqkpb
z?JJdPkrO?<59noZRA=)Ua8-OC#Om>TFrIO-t{0NnVPi3_-U*`cG2#b4A(BA5BdIP9
zq0qnxVWQm?DZ$JniGsquKsF>?2`&}!kYxxUHShv`Mn9n`GCk<lsZPgD$F6ER8&RXl
zP}Zqs+d^%V&^^?mNIV(N#Qno=jfbgHABLc13VN2u=QBp5z_XM(oy_ZTy6rXvh*6s^
z;sv^{M@xwT-?Z!bCkqz_HXsvjqby|8lN0pY4ZzO{8L%XzgAXn}2qkXQc%@j1;U~d1
z@3rZu+HqNo7W6JBs0xExdMNy<MGubx+c|`NEM4>$(_tKO!y@qUT7wvd*uvOGn=-;0
zyeta48P)u5J4sLwAI(~c+$F$CHl7%$ye5raOyiF%YPV<(AHa}jucyZA4g^U?`;X3`
zR5BE4B>N10Q1QL=9O<yj?CGTFU?LsZRfSA16_cQ3Li1YG7Ue$HdT^;)$pIiThgzvW
zdSF-cz;%8LrI1q1(H`4XI+)CAC975J`nbgy$-D-oM-TB;=g=z=>u`?IMab9UHp&F(
zb080T8Jt+05q?Avw39e++pDQiDqt&us;5F7!kxtov7cgYT;*8$Q-Uju)*-b{eh8||
zWu)GbNm6Ro$Q%YGzA|>KOer1&BD;zFDL<4LI6jX9$_FYlpUr0_3Sn|vZTQFVeG#hQ
zt_`}489U@QGwl!!1ocV8l^-^^Dw+#0?CaEOU=4t_SYKlEL(K}{|Ma-|J-5R`wK^$h
zhImZ&94+9VuwJZ}@+>qFdwIRFD`YE|OGaU+77{^P9b4$jr4n|1e#B7U!H6+ywQ<Iy
zkf&pBKbTq3kAaYb0FoU}ta3UAS(sfd8)cmQtnWGLK;V!2?Aeer9k4T-0r%^6>Uc@<
zR<t|4I#ol>7K3^UL><ntpc~2!QELQQ(64|mSfBC;5U<9gUIW)9a};Mtk0SyZm2L<$
z_XH<F4n(O=lV+<9XRv%e&q0z{C)P?_`Y@e4{b8w8AT~7Ylu($VC1U|VQpQ99DH`1t
zu`ACfXL2nT3Z-%;n*qK@ai-O3jfA5_8XYz(#Y40_vI9rxLf|5<AwE2mNyJjAlyYqw
z?E*?U=|)(q81Ly-mx{z>VK4v~4O+QEDZ(eF(}<4tk;TM^drW6Q{kO9fkc?Wf0;{AT
zl)|FyB`MubN0VWfCuFnJ42R|3ZO~>z!H~-Z+!!xhyIedwzWDB|A0gPkeDd;mzPZ?*
z-<&@phCaavQmTwP-Ey`_H2muH=5PQ0A53V1@9XO6&H3GKb#i@n^Yc&dr?2;e$vg23
zj5{69Am4rYdOcg6tWUmt@%b-5{d#$RvtAvKMw4z2>-7*LH$%w7+ege@7bwVQyW1<~
zl@+EhX05aB@y+?=Znc3LzgjHMPfqyfU@&>B1Tj<y-MJp&3h7N}5;-OVA0k*3-_iNS
z38&U9SZA(5NdenM-!H6E{%<fC;Ix>+d*g!ij-B4glA>CsC%VX>hWLefj8G(3Tc!fy
z+uSDLRKQgSZa*BfCe!X@);YUep;Ix*Fg3wVWQr3X+`IS3KTxLj*~{lRzDR;E`LNT)
z!-r>t6VZk6>XSX}HuKYdbvkU$gyzJ2wU_`$-)>i1)GJc{I3}rB?F~AW5-`#<Txxv&
z5b`<7lO;nH8+5C7tFeZysMm(C1&;oND#_DLE|;Z)5(}0<!Ov${8j^WLo}z)H)no;k
zXW_V7Q;$@`c-A9FI>g6creK$!0vizUmXO34z+jS7Z&xcM_;|jDe!mXcte8WjqTV-M
z&W89ltHpvqo~-2f&Y2zuZQ!r?&I+t<X#wCjcbhSPg)VO#T$CrqkPVCY?cph9`FJ1|
z!haxgC&Fz$LoQk%@<~G*1)5c;lI&AT^f5)_U_>lf`iaItCC_Do@Uf_MAz{JY!EVCI
zBk&3cqak2eA!|W|pg)nHUBF8q(QDPwMC3B6Dwz=6r+hLJ54j^gE0}Vm6|CCq3Rx-o
ztRU+#%)|AvB3@AqiHR%1GCJ%fJIR*QgV5o!K-Ubqsks5mpg;#>)=Kz2B-)r67#?6C
z00Fb>WZ0{GR-qz?GAS~l5JjB)w7_r~l>8C4cBUqsMC3)U;eK`hLkwM#2Ol5ZyGJQD
zZZ0bpGOgf^NBdG7+%w7!`~u`bxPh^5(<wy!ErN=OW^lUf28GX}0s>~%s8D#!8nsoW
z^cl3!RvD%IRxJj5;*C~~{4FHbip<5Q1(XI!Oea2oV43pR;O8?wAww}20h=|bq{^c`
zkf$MB)>;*_nO3^*bsBK|Fe%jwsb(oot^n!+)_2ypkRReaV|tAM$}nmLjtAP2M#`)u
zWEJf|!(evl7#)#LoMu3rEHr81v_#=`*iA^HFc(-yF+oQ?o&>F67Q&2<L?r1j!)J5n
z5-?zJ+$*TgK@CGJq6r!#0%khs5YQwf2M3Vw%{p~88!IHk@G`t^4;)~t!N5110^OO)
zd7U2opfInnl!5jY1YWxZi3yt)3pb(i!pj$mFb7sC782@WV<<u)znf!)-{+;2%;R)r
z<5A>TK9Va+wJ2z~h*6le_?!&e3^D-Ua?}Hb92l?q?K0J<khSRhP6b?LP_qsj0oXCz
z9Ev(-3joqwH9%ZIVNHdp8fU@;{c0ee!tyg2^(HW3*^My9P~O^vyW^1t(oY2bDhZ%?
z5J#LpK=mz$MT)LCbFzHo{MH}#@L_T?qp70DnU=RANWnt7*(lTzdsAT`e_7~-P*&q%
z&Seekpg2vbk}Z}JBq$p#+-SUF-7aT@E1*9Bo&`KL5PLvgGKo}9QIO<FLqJ2RG#SXe
zlIXzBrBJKoN>-JiQKTXiFAQE@H!n9Bt7881!G|AdHHN*teW_R?6N^9k;KO{T1YCy;
z_H;Nd0&5NgYp7mnVoyT!Ji!`(swo{H6j;Q1$T;*rIkbT8o%KTI;`I8v*S|b_{OZ-y
zSIhC@_Wb7h^ma4d_G;}xqup<IkpBzm;%<HRUnv!O@;RBui_OK^`g}E6AqD*O<G;NV
zx8C;;@|}MM=EL#D@#)vEz8DP_<Kg;?mtXz-(_cTid$!x0)~hu@6YLlPgmUnD^zi0n
zx1Nss7`?Wu6<NOH)ndi|alP5Dk8y=<H`@i+hUJFA3@;ed7cT3`q>nwGySdBlBP>N_
zW16L5E=dI%tSJ2Ir2M#|=a6HN*%Q%fz1(a!D1hb~&gRSOv6sskS`N|IQ&j)ZV_U6u
zxpr0Q=ZJw`&m^EMqWply7s}=UH7rRrA5Y<Z0sEqwgF7th5PEl^n3Npteej3hwVKt-
ztMlE-@%cI5_Vn)2B?XHNR4^ziwQR3fS<O0gA<kH2_!@RA{GwW#L5QiTgG|&Yx0<DH
zw}H7Ga}}2U8du1I&`-p)Lokp~q}ixK^}-eQRs^H4X_AQg`Cz74_OOIWTVy-SMe>hS
z_VBl`U6qT8>7)$?b~@>j)*Oz9^97sAYP-#>mMs+We(Lt(Ah}S^yd05nPC!wu(<nqW
zQmxRcW`txo^w&a?r3Mxima}MynN*l;0@!VCYA9>t@u+~|1@d+s_lRab?xNj61E|-9
znKzgAWA37)l88OyF>YgO2!w?o^+V|>2}+hn;Pm<Fk(8vMJRETocmyTElaD>D)#BR>
z;fP|;qO%4c5=I~r`dE4*D4bvr;7M7r2^nEY6_c2B*jUn+t%~|^&O5R(Uoi#l!AUGG
z6(vfj#=t{VjWL2T%uS6B7H#sAa*;`^1Ubtp%Al6v;WnyZ)LWunOFZa+S-}ntK@5S*
zpp=K1zN{AVfJUX*ZPKt?bbtZ_U1d-L<;drAAn6zmNh~5FG1#ES*fBooGz=<Ceb5`&
z`Wa;s%wR^DC}72BrBEL}Fvz6<C7j&x9(*W&aNnp@T2x9aqm)XT39yvGu*E>7#?TH}
z7EeA+Mrdm~nV1_E(;b=~-!mU?5#SPX<{4%%LX_}YWd|Q4qXl>Y9Uf?qDdcdy6nM!B
z39OSg@cRTarF$P?oub9hq(+F7`*}(&XpA<JgLsEP=aC~u^PwhyMJnk~eER`(ClL1@
z2jghe4SJM1MKD$v=|SM)9eZ$e?~iDJY>as<2D!wpm9g^;xWS@E*eDrjA*UxXflm!E
zh>`gxh}RyYpI+&t7fG!|J&R$6GwHI~Y`fE9!Uj4E^q#>(tB}C>Vw|?<lsNx0F`BR-
zJz%xdqrcH@5sRn6!-sr+xW#spP|i+kAzMrI(r|zs9|%(hFdzCJ{pvwTU}`Oz4-T>n
zLN2JfWD*)~z)$O-6Iq-@0KE@Ij8h>deP=8jKvP9GV=@Hw3~U4dNWy39l;gurb+<VN
zWI<zQl5t!k;jD*)l^A6x7$I-W0EXm4Dj?>!hlDCC6{iMtXDX}ceWDMdB+zt7lh7Xu
zuQ<vDDCD(rIHT7-8j3PRg3jP&j7mm&aZLnzJm!7<^!X=^YAq3qF>I0QChLSw77BUd
z*!MlwYL(P>jk6q)XD&76Vx~73(fbpQk~~avT4VEQHtXOyyIdYTU0#<HxIJZ!a=8o%
z>!XkE9f<%+h}23MgPDo|qY4Xv%nTD1OrBP;cmJMDCfCy%p^)m-{6ir+IMTtvSF^u#
z=yhaarIN#=dZjt+jtaSQzuj+?>x4G)Nj9I%&jg-)ai1USB||uxDx6l1OZWq+{{)TF
zYgA4)yRTn;`{|<>&p&ywT^v6=zunGv{Wf)N(-!!{5)&td3RU`s{_C%Q|NO-_09Vg9
zXY=9gcrFAa|MdMY@BD4~{S)v`JOjf{@8<04^~<kLw^z%>$(Jv``sL?e?;btbt#@PI
z|K08gjiZtUPPJLi&QG_?#hi-m*<^ZpvO@~nZC2+eXM#xr@cLv%LF8(&UN87R)5&Pa
z*g)`bN_|GH!s4vc>tku6FepLoj~Ce-O9QQs1j+rBRTnGOa5Tm+208(*XqeI*dd`v@
z2GPMd@p?l6d#4QmAy&-8FvNx6W0l5=E#S4&PAJgbUDigU0)dRc<NPhx6xuv}J6yql
zHuQ&0jYj&rfBq*RSG(<s0qg=HZ!u!pIpKd7lg)a@*w*b-#)H<l-x&f~$Y;8(GA%+3
zdj!wHUytF`Gz&P`xiqqsh{jWe5>p4X25_c$fU&E&5LH05V!?s~2B?*)N9HT+Sb(#p
zW6<|Cj<s~=B4^Q|%V*|K!PVoWDi_nJZ7@_xJ9crr_kjlGnDlzR1_W{_2q4j@mE@*F
zu8QiDY&uSfBx50oc!>1;J{2eVbTmcRq|n=l1uk7E&^heK7)D}|*^Hhffn$Mk*Q(Mb
zR4(9ZBas>}vFs=&eNG)uCwC=0S7|IXqzQ;&w#p<W>wGZvj)f$HLopTPv%=)hWFmy1
zQVIM!hyW3W;gq0&g`raTovg`}Iyq)7;1fy%Nk*-V4IQEiRvfleDMEUfw)Gme(q5;D
zwjf5YBv@UyaOcHuZ!@Y$v>}KwS}=VPU4y!5(#e_Jh$ynsBEX2Fn*of04aO8JOLklQ
z3yVDVYupF~dpR&JEbazASYuF1@{H+bJw6|x3TPbkD92-QB6wP=8}TY>RN$>hXfjdY
z97B>K(#RfAeRv<q%c53DAKcT358UW_hlfU)7}I-{<Q^?8hX=GJ+0_!4PKt>gx;}!E
zV6p;;iX97>ywB@2s`1cUwQ93UO)wDqw@@wQ0GFg=`m$?e8qs|OG3FVdUb6iIhh7iJ
z0?$7lc=5-7M7*L_4^D+%asW*N*q2%+264|alpuiO=z-T};tq(V4hIoCan|;6?39$)
zYZYt~1NibK2XvjL{Jx;W4jCXG#Ex!6G&ZW4JT*~|5ljbPk(x;Mn{oEV7A<Aj9)~Lt
zjw&P&EsQ+dgdhwWc|5=qYhx0I)1{G0P_ftu!yV<d2Z4(CA&!0=-GCr8a7A=dp4kZF
zg_D(>4~{Ev4ssW6y9L8NZ{q^Tv|JuuS)&khnKfYBLm@2eSQXqHC|H0px|5VO>6B@p
z3&HT)rbTKfu>)Ay9mm2#`%fN=R<V>!Cb3`@@GGX`<RY1!IWiP8lqymkj$Iz0eVp|!
z(jxm-)|8EMhIua=^@dSRjS8qWSSMqVXgWzIn}b+ClS#7-Wtv7W<San1DZ?S>2&`pc
zk0szVlpuGdBbXw4ojx;FCLyqkt!67=E)Gf==CDK<tr!$7lryZHysJ+yPJqLp_zP|^
zWHC}hpu3P6<3a48JY*lm->Dd18u~@0T7dxO@eo*XV}@up8@&NAAGWj!JhXDT6b~4<
zFRAoMDmxO3k7QCY%S5F@tmagr(+Z{WVzE>rVmrw~*bD`QR!9xTJ*gT)7!G@p6ke~I
zW5oSEqsa~*?7_W1N)GmcE5qIIwdmvO5D&`6iDD*s8mV_fBux4}5tlp5sn=m=c}Xap
zizUltR-B`5Z#`Rn|JBz79$!8C{Oaub;pM~iY%}amy3NsgzC+rt7r_daSTg>{fBS#G
z`QlH{KY97|;p5e0etvv%dw%t&@4tU1ZoTgx<U9WijJl(<&FSaQzv6AOm@d9}@%fu?
z-#q)|+3|We83~^C30gcUymI#Z^!W1PY_~nVy?#u?<IT;@-R<@1c5}Af9WU3AR~NG>
z^!v?xb+$WOO&6%^$S>pRfc7EAFyUH5X+<vE>eh0FSds%_D1eiR@HYC7ux1312;8BZ
zFM($DI#@*{Q9>ddL_u2zA;x3SWkg{+mJ-A?u1+yN($C?Y<w6*CG)G{4y<QqK!0Z;C
zb`|2*W;tmJJn0}SOBxkr(u3dr=6?t3E_|2k8Cxe31CQ^{cgF-AyO)>S6+-!ZxLA-<
z>P$%*G|SCa^_X5ITx6**&61No=(9qnp1e5QtXHc>v%`Xpp@^^}eqCt!7}_UXXrOnn
z?rcI2YjoQ!4&XQ*0ElsoqRkD#4>%BLGQv&pF=_}F!nPtnfQ#!f(-fGmW~(fq84F3)
zf7}t6Dv2H-N%6CwtS^AGH$w9pU5y?t)EKnLTulazOftxT^#2>-Y8AMl-nV)DLZ4#B
zYQ9y0oQML4+ayy=C%RRbkhyjv->4vw;X_MhW1glklHuXc<x+uU)ZK3sM$DF}5Fe9I
z2k0;=6_T|=99$~{GF}jiLy=0kGchk8NzYNemht&0-D6U6umJ=$uaq3PxsO{kG(OV-
zgk?Mv@uWj=w6s8`xRqnpVsizKzu&CFs^Zp0ehX7E_gscJZtHlh*|FjEVmJxAjaHqE
z043yAJ~QSo!SQ9cdL7i?sF=!ZI!yRx9Ab8ZDg}AdsG+9@ycp+x(4d0arjdgal^@;b
zNuUaVxdJB=K|(yr=}?eVK7tP%24Ghpwlv~>JYitx-Fi727NuxUuy3&el#1o|?~_ba
z9X-HFW7nf-DH!T(Y7s3+vV#X2$&rKFJA)cTSQKf69G{Q8A&?CRs0U0k0mA<ZvF!fG
z>Z3#4%M|396(XBP>NRVXM+X34=?o$-AjCOYbn4O8*m$DC5x|r&hnRIj;u3hi{OAE3
zR1EXj+e-Ke1#c30;aHj;dO)Tg@EQ`HDd4Lt94Vne*0bsW&hvEX3Cm%YV>l*E8iUWJ
zl4|85jB^I2L?%gtif55LC8lwmQb7d(Vi#O@W;P}s3ZcO1<KkkdV##GSGM@-}L*QUO
zmlKRL%SN}`1EtDgGdfX7ynf#O?8}(nC<-^x+(hQlZ3POP%I49;`MTw#k8y-!nv3TL
zY6S3^Oq6#PD@GveLX{bB$b7z%OY=(RWz2frYSgkb>=H(1W{N}*l+v6^lAvI*)(gOp
zbTkZXm9FhP<0y^uxfCKKBP;m`6w#mu(yX9sMLcG&Lu;iu-C~5qixrK^GhFvnJ5a6)
z=r>6R6Fry$Z=cJFw^2gFv*xK&GHH+y-C%FiT&|*Uppyxpc7Sn$ys0^o;HxBNLP|Fp
zpzF*IUYXotH0-Zeg(_{#jleV*j2O~{OBPW>?1=d|OhP8N{$O6I*877&xl)Ba-KbT$
zicY5^46!)m;r6iMW#`DM@#yG*-avg2!tkL^DJ5$xv~L@5cqzqV5g;!rhFDFqLeL<J
zNhNF?`7{0t+DoI7n`npB8R*^K-`f-Ief;r<f8>!*2jf;5A)HG{6|Ywu)&$S7o00+>
zuPfn90l3jZ6vaSy25LUrR?LBzVb4!4{`}^Lr#Fx8h&?`h_T=vQYPK5pCX31OY`AQc
z2<oIKy&g3yfBm<=fBEvetCO1-pFEol#=FJ(`t<zQUw(S$Z_DqWfOp~<Afj@0a`D--
zFV9ZSN4>%4&tCrc?GN94`TFAQ8e(d#+Um4gn0#=AuIA&@?J=>(i}S11dim(lqmvzT
z30uhJdOkf_&o_%PJPOQX$E#DakE7m@z%{*PG)!=Uh5i{&CQ_Mnl_KeOi3=siI=|md
zCcM_H17F1*4%Mny&N7byxC}=^zzZDoh|y*n6Pk2#*#sj&CgEWQz-(UxcO~E{K(L~W
zVa|scX~Jg4=5f8jIZte9%B4FM_wn(KMxj4wauWaDZ+`>Lm0qFi8&EW}hc~BB?#@q7
z=CJNhce5cBuW6t84Fd<AL5O}JQVA-~CRlpo(^0eA${nw8@#hz_0eT<KAq=OCE1b}=
zegII#r-9*$d6bPI_}2M+1XmI>)pWoBm8zA&c2UBcW}qR_hq0CiRTSb^Zv%|A67DkK
z6)1JJ8sT)HI9Vo4<~mp$Y&bCC5a}Yr=&+mdz;l}bpd}c|7^0ejWCvgpGgv-F@f<r|
zGz36iWemXl5=P0qu#aJ#fhdQr)}us(X(|_@)sf<F#Ia(E%BL{NQ&8Ii6+9UzB!eX2
z1W&$DADN_5oUg@KLC50`5)8XCC08tM2?uTEOlaIGx0`u`Q5_PdFQ-l+=4Q<N#5Rk_
zVbp66U;y(taU#V$fX5BoBe)--sDN!k(W07=pCMub?(2}>N0JjB6bu9$;Ls;Psl$|D
z!eM2_C%5R;ENa+Gda!K^)i5q@JWjHTZd;iB8aD`B={AE=BWFqU7LpGojA22|l97rZ
zHf10QK!oq#`+)fbikDF?i+Q~=(E*LgSjhl@K!3lf1oE*0qrX@owkkws#va`13K2L6
zvqEN8;@47Q&Q}mV{OH5Odmn2g62-xuK`wqvqL8qfBrKqliz6<F$Dq|o#ppcHFeq?@
z&E>O^0JX8O^H?mbPx)Yyn}}l+_rSdeaKX%Jr2oihppyU$Yz*PWWu<GIe5U;HJ`bL1
zAwS(o4kNf)P!CK^Db`kIBezL1eQv9T8p&kP8S^^IR77)A)GE*wEgB_pIC6#feV8x_
zHnPv8HHSGQ#xVx(wqC22u_T3K283UM*7z36$^wz+(qPr;1(2GX8O+H~Rt3ilUMr#;
zOK}(LWp;(gl`QB~2rZ=b5LsZ=I&H!%&CeMP32Bj`3kNu}r{LN1*xW8hILNx##_-4B
zNo_kPDafjjD4LaA97h3x3y+5&3h+Q0sQGgobb<&LiJ*EBisaQ2kA(5K115!E!(#=8
z@3vd%d_;{Q%uAORXAX9klw2dCBZq=u4cJ+m(&kAaf?v;%Sg!zb5|8*Xsp6$K=~QG@
za-4i{@RO;wSi!xp)a1PY1_J$un$B$4%llC%DzY(f+KS02>s~BsOkX@+rbGOh39dCZ
za|5#_3GX0MqLHTx|0PYf!t;%_P;|fn1oewlH4rc~aBA*>6OQ_%FJrUiE}t(9M=-%!
z97J(_!r_Mu)~we+b}?VsZDv#~rCb=Tlq!`@qeIowQ<UIlAhehT5ln%;C6y`-212f8
zlhI-@=#6l~H0lR?dlV7q5idpia;XI7>i(gK8t%jWJ#vuQbY?kO;Ht<avqk1X>N4Pc
zMPeBYY+<1+fXOz79Zy*6n;Ol2z0t)P=&{?n?GCLdKYsfy3&&3%zkGQ8gkPV1`Wdqv
zeu{RrL6sRte%xP=E^hzw^Z)hbtMBiwpI+`R)|1s{x@7wL?|=LIJ8|oM{~+J_X8`Ht
ze6xG;^yTf%ZKGEH?9=BzeDnQ}-@kc!_k<q2>1fiZ!A1y8hqaUA<!-aNzPPwNKieIz
zE-%hcwx_6Gt2tddJ?e*mO`YMLS^&&CS+CC!*@b#Cfp-d_o{H^oDwAn-JB$L@y}(JJ
z><AUKlVJ@0bD0VYfQb;A+@P$Gyg&;kF%?B9d-Fo9f=<J4#>3d!IrpZlRt{VtVvM1X
z6C(nxXr%&Q#4(xm2IDT#LKtP^VF!1aSp0x}WxrR)`eia|{^kGt4d~a|tPi38=KAE6
zv;bX6^TGAa4%|Hh80am+hMY3T{o1(4sFCRRJN;g5GHTNiRLn;Q{ptezf44rG4Cvv;
zGrL)iSkKY1C{VVLzi|Hd+AM5oyrhkKK4rPtnT{JI2M7H+&N1epO1Xf;zk#}yM@`D`
zJdiuUNDTD#_U2^08jZ)D*?h?EmGgHoPq8oOcP{yq9n;JLazBICSIj~^O%`bHOGk+-
z5{0B_lTBrxZzC0?z6B%~PaR{PP;Askg7W~2pi_=2?Mjg`a@1)G4-*zF6Jt4_s^nv%
zZkgXHWD}?mtQs*B$NW?h$5|>tsAz!H;5W-@`rb%pC6m5l)mv`*b2;X;Kr&?aICZo(
zq9H&-W%9A;)R^aS!eb&rk3zqKH%^O<%P7YK@3xs~G`7M7v(faYNku%Vu&bO5B9TFK
zr<RcsLMA>GB6WNUwG2p<1}BwDE)>Kt#X+HTTIp5B`irNC?I+$RFz+6SuUN`WTCMzu
zAx*r0kNHh2P`uQjJ|iBxPP)$xS0NDzCS=Jz3=7G<4?=c3lzZ;CjKqE<GP&4I35$ec
zN0C5J#Zix$S$srGwbP(ud+5~Z%#gSw2WSPNy*)_j(!G0ni5T*vS}cJK2ELx^A`JQL
z5Lr!PrUL3ER0V0(KC2nPJ9`{5lB^M_?S|6N+<*m(l5PlEG&%Aaf(}R6EevmNy^3Z@
zd}u%?=)|PkniY@VVaCITn@WDT$4Evj6wwd&KCrA5@egtbcG9DfQLBMiflZF}8RHz-
zSf&7mJwgF!Uul#kp9`><$ISCa;8G$8DrSROD^rW_vpMC9A`C)eWx8V9$O6}6Rb$BK
zheBlm+ccr_#>z%ZZ!rP<KnUUt1Zq_#9FS~Qvl{J@2&2u3z6aaWW+AFd86m?JMt!!%
zs4gHTc;HOjyzDZOfKekQNy$J$d=R!+GyrPU%OVUAMVfM-C=FS7LKCENm_txqkhT%Q
z@@dplSZ+R;t^na9p)iJj2CY<#qeN8L&X-c1MvhH-KEo^8#$2gWD1bHdq|pH?1Q<Cc
zn6!1Q|M3vgqQI-?&4nVIh{MzZB7vrdQ7sdNjN#@rP)aBG%slp>*CUi}`J6%-PXG{f
z%x(sNCZJhSnE7B%J%muH(89%vs!vP-3M-SC)udzb8}hjb8AIs@r$eTjL)!WIw$mi}
zoyYx&PzLKSj5)*a=ikXoa^7TmVp3+7Vw9q}NsFZ(%e_p+6h^x}>Y{@gSgismA<Sb`
zZ7MZ#iCl~5sMbj&;=TL#5BK*als~G_Xb<jx^np|)V)J-#aHJ*Fiyus<!WA*>jkr!U
zt2GALTAt)hJRvx~XebCWb4E!!*r;tac`b0#`oe|V%Ear1l6ZM`@%`&>aN58A;)ln#
z&o=YZM^|@?!DQU-U;ugB9XuYk`<J`Rzx@2ym(O3{-F$ksy*gcAZ0DO#AAkDSzrLTo
z-ub!Y-FO1<bzW{yA74Ly{^S`>t%o;{e)#syk8gf{{P1zV+s7nI28gg*PvFC!t(VKo
z)7{l6%g3t|p_&?b35@7?Ih!Ja&8Oq#9L0$w<jHil8Vv_nw(yg~>ZFA*8VffuF0_P=
zTDejQ)8QBsl8+1_>3q7}C@0xSaanWOae~p2!{iVSk^L!P52N;x!bglxEbJg6Hi2d3
z!ihwHP#~&{-)9C3-N30DwKtjtcw<|-etI=w;u^Qf>+n~wszYu!8#Mp?PyeM{N>k}b
zp%42<p@gwnoy-Q5{w${L+pEpvyE91m!$ET~@ANw*$ULhRj8sSzvx|#Uj;NT*W{Y04
zQ-#Sen+>Ov{$f7DV~@qF->G7=2U~%<g_HJ}?vUwZF`qD#0$IfmhP}Vms4}zB-3Gdc
z$B3ovE!jRJxaSjbo~Wl_)y@_`!vJ%EDCf!VV4{!HlS#81Iuda|Co8!=bpk{jQ?Yy=
z^jVxc5nBn$=(?@iwBN}kgRGv~?IsmV>@kO<4w@BBA<bs4h{cO$;sR9g9JeHfF`{1V
zLjn7D8|5wuf-LqNE9PyGs%U8CY?NV)L6PQhc8f@Y&04n3mdkG{<s;FgC7LpoO0)+$
zxTy#I(6cROqd?!n`i{GaRUom)G=?sr0^0(B!s|e3vA}E>c3xhm+ieZ{Xb93~qV8l6
z4TYu~v%??@y3HU&h<9PgV!4Ai1zaTKmRYMpjDVZ!Hk*R1QcR#EOpGyX-{5$fH8{;I
zs5<Ci3^urQSU#e9L10jbMQ=-m#AdaGZJkN0!t%uE#fp%d5OW1PK4F6GHMx5#4)#sd
zLo3v9@2zU3T6Cxq9q}ER)G7ju{5uL53@(1TjXJl<08N6zAhSYYQeiMtF=8p$KZ=i3
zqJ6dGfCBEIMGG|o4w%P6d$=#n?bL2z>@jQPJhl+1QkIF30z^ka4~>@C?qyo3m@OnU
zFbgycm6X*g10uakK>L}#Sh^vgIdnS3;U2$(_nt+k-zq>MV0QW3u0%A3->{a?6GLOe
zNQRC(rrl^1Ebnk%;Z&HxoDv=tkZYL77$7ZL4d^YVEa}mnAWlLCQ%P~taW6;GLN;QV
z3q^!-Fdjl7E?5KLIppYxM~*cb`AIRVxr`dZm_Qn+0isk0eT*RrWhmfcnW^%+ZLMY*
z8Ipk-M;{^;%SZx=tTGEIu9O-iJb8j7t)|zDOjMqZdXOauFw&qk14mp=jXCEuySVn2
z%bCv$e3%wUxbgHYGJUzIU;ysQ3?_KnV7QuzEIeT1!u;836_JSPVQsYAcpY$su`Gj{
zng?c;Oq!@duo-ayQ29-MCmszT#dq2*R+&N(Dj*E6lfWi#2Y_SfR{Rra9x@$1|6(qO
z0Gmsb1#l8(#L|WqS1y*K5#Boxa6?$IoHh$GS)A_d0JymT{;6`2vz=hh$D?0J$5TM2
zgFa4Spl^7*<iP1-L%CyX5M_fKkGefhvN4F-!t`Y}TTQ$+m5f-V9QAsmOs+=OqHbGy
zbR<3!8}%&1m00Mp<MRTiM(AMgzUb(H=}V(li;qN%YljC9SVJnrVn#KCR(1d5`$u@h
zq!Nq83~ggg&ts-YUkK2^LK00dz!)F(y5a!@W)x;OLN3lj)Y^!Td6vwDp8uJQ2CK#5
z&DY;tpFjHM%QvT+>$5GH$D5PocGT`oy5OY+lFhg`yg0f3%P)UpLVNbf=htVCc8ink
z{P@|^&)&TG`Q5npzJHYO`ZGW{=w!Kma&vccelZ!2UOjvH?N{Hu`R=EOH+Mry8zFa%
z#szSrqrrA}1~{IS&}Ol`y1aaNbBoK1s3R#z!jD^QP;(-Xb0}d;;eT;~jafEw$0yFn
z#vorv@kx+Q3dKBNQqFNK8ii8nQl<}4Y}_qXvQD=ZyBDSnsO}u`fO>%|6l#G3Zu$ht
z_~AwZ{70kWblT>s#;;`D2MvrKvTg@nG=>ujdK$-DjA=u>UVIoFc&^P%I2fPUHT~=F
zf5)r>9hPwm3IuCD$XX|F{c2a|Yvix<^Tle_XH&U5SzcaJIkIWCS`fyVzBra5<*hek
zScuJbWjyX;)Q4QpPGky1zENa9h`9}p&}2;GP;EG%S+)nCr^%sjwxGLYw-X>8#1J^o
zGL7M=s8m5<3n5U5WRXaKgyz}F^89QC_mu$*&5bnTa8QeraL03FH*%K7(*ka&2|=Qe
zsa1;jV$s2}xwz2n$e2dROE{H>d4eIXO=lBE+@jC}4oxgZjrejo5eQ@TVkQw{#Nrnp
z%<qtE7oq{VI98WL)Wy0M%0wj>uH}M*F8XI=I;at*EM+K%V#cFWGFi&SQz?%xtfxfK
zPoB|f78v+!{!ALi9)Jc!3&DG`aEf~z@c=(wIGkFST}PtPXQwKfxr-Hv35!0hg76|j
zs9qsYI_!p&g>lPaF%esX7s1@ZA`d+W&$daUVEG8pJ_?7`WHPDbWEEM)Y2;#|#}F{O
zUM2XTj2gUBbUtF^XY<H%jhRh@&?G)&a%1bqrc$dEQAQ~{6xH%Mq$lEm+yL9Pn$2h+
z&IrO3eS+;J<}R~REIYW*7nSbsGhbo!VrHZIhx$mI@D{d&j9iifT;?cj{Hc(X6o{-6
zzgc5biyc~&G^y_BV-R70Bg|S&lK6xHvKF`uBVSi16EUzk^*ZKB*q(f5VIj+7H|op^
zvCoPn9<Z2-?IeK$y&NY0eZ4|L08}LrL$t_++&(jsnjuUXB?GO+kc<l44q@3J3bQps
zZ$T^J$wdAl5#TWkrZPJnF?zVBY(JIkE`^7zRywiPYg9ZNe!CW{o=`$$)$>pG#aN_R
z=kdd>5PqX1$iYf>--nl;c5aQFrLbu4Bc^WJ2fTJW6N=B_pnDp1lV%)*5d%%)O6BQx
zflmO*3x$nufx(Q)FzUC1u*0!drFJ1Fcpzz8EEEdM)$;mkM@IuBE&?N`+jY0qAeK0t
zuBOuk;2IZgQ_NZ(dKHt@J_^WI_Ja|SbP<+-@K>o9XIqLtAGq+e-yU~cxZKGe0_ox#
zpt76!&|`N-{Q+npA&)H^3$ZT5xQK#{+p^p3V%ijZ1?=9C-3V+Z0ze9FW-YmfVm8D0
z2TzsWZ9H$KLJU$d6fi7{B&`|4*j@sfs1!>mgpg?Aa4>Ea)AV_zxg;{YAvnLKOv5b<
z;QHbagsluA4n2^fa13uyVg$Jv1zIS>&2mO#45MfWnUR_ye*Wl;T9ty0p@ky@bT0`R
z2ear<Y_(D_q(mA+-NKL0hWwAe|7T40SncuQgH#nrUsCZNOLL_L4l9BsSxB{34|Brq
z^wjI^L1&nZq>Cwvw#&%~tx35sD}EncqKvG;bTAb2dN@I#JQLtxMa-Z}-)FDe=3emQ
zci&MT{MD=Pb_>dbu4&d@j8+7Fy0sQETDR72*P0h+x4-`SKfZYN=IP@vFL$@|!R*oH
zqp!dG{=4tq`@Y`wvE&_j{JnbdbiH|WasBzT=d<zb%NH+yc>VpK|MX|UT0dW)RxOsx
zMzc<Y@$BsK`ugtT^l~zsfSLgLb-G<aTivc_yUmonq#*PR2S{P;E0>Ek$Hqh~h%1SH
zMx0XhrZBqT%St4|3<E;*Vm{Y`z0he**2nn@@62Ygk|s=r0)|-xXDLut&epg(GT9`~
zDuR=+1`CBqr4sLSE4V`-BM>%3{NdlRTaYNvWD|?^c)lD#%{n<<5<;ZP5C9j3C59B_
zg5Ukizc7{ncDT7cqiY**#9+{6N4eWfsBv7cdh=OxJgTi$BcYAxbj22+ClDg)Y!XMK
zb`knkx3b=hrqd2#NouwE>#%3}3=^s$1u6yCO8^ncaybo92xV{xcXc#@I!h}#7ai>H
z?Iy<iB(N`3DW)bu2iUy`HllP9e@|h6FJxGBqBk<dQ8_f|)mUh<y};%CmPLuP#mC)Y
z(BohpJ6SJrQ8XL*@sJp1B@qv!ax^iSvA9iV`Ran<ED<JzK>G=0jqEFldbMkCiM-iF
zpjwQP!YpM&(|&Q%EvDms?h7=l17EEa<F#Te8?_JG1qz88bV^43<#ZTlKIC$~$r?<?
za?;_^Wb?6Lz)d-481c$&V@jm45p+4m8@w@W4cS(3Uv^ovWd^nwEHAy!uFb}{Pq~B)
zqeh99i0vB#1{ANb*Y?&|Z=}9iuYy6!Jfp%U%?tqR9uNV_mE;h&Ih!&u8WE0qCN3g)
zOj+#Xq=$P93<yE|MF-{4Y}^1}0G9VcSwDiA!1%#JP$<Xo+F-HMYUs8)i8lgXAiNd}
zMbuKMTExx~Jx$oe$PezBR7XM&Bfu`T)^DZ2QZVXE_V4je<Sg;WA7Sz08w2JK=?pG}
zRw_cRGOI)u<)L17z=|+n)`cAgmtGEK2^Gj=W=jYw$%<|UgMwtGQ>#=T?&At$dx${`
z`j+srhH(nY9(n-yCbbf=4#CiER0XUWL@+Q3h%m~d2L{<e*r^94il3ZJ0WxEXXtCYV
z%;jVLP_NxjM#A-Cfh{fSlSPXxNqeJ*!bDn=fakL^lpP%)>+#ox9HrSv?M}!6i&e>=
zGSu-2$sk~<f*`?$7yDC+g`(Yrt%<pUwVKnwo>a@v7k8r7sJG~KB<YyADEfq7pi#;A
z{QP(!tYXe5zl+~bt5!w=0md_ie3~l-KRwJDAA3qC8%RzJl_Cf%f`cJe_C#Q4l3g$6
zTyG#yk=#uthz|2&hcAIE!9(v4W-tM+MHQ>v4$2|y^>}TTEcK4b5OEfP1IEJA=foH1
zu?ay`1~w)r6dRAt#wv{$58GkN1t_J8`0UhmalC1Fx?sanAzvdOO9q^+Qi_c^^p$Kn
zDr7byVZ8P%I{6j=)Npb^wt~`wx>n8rCXMriGZ{jHWh^o3^;V0O+FBawnLlxs;%Xz|
z01zgJ^v3^j604-YzCipFVho)^OlASU4=@U>8=K7%kHyGI=khtkWv9(fhXYAQwHnKo
z+(B`t$-){GhN@C3J={NF5Zf2li>%irGKoyB)-YM&00VA+wEqClp4p^lD|vV%akxTq
znet%&Af3q(08pt^{N`{t8+H5fKqMPYzOBfh85~}kkM;!2ia{qmR(`+D8gV;W^y9wc
zTM@J`k89BHvwVE>jWB&ZfBfQXwY%7yo-9xMZQ3=V_@mbsX;-V{i<hTYZ+`ge>o0zO
z_T=l`>hgGT`q|T0FFyU^r=Q;QzTT1P<6VE4SccZqDY(=hUcX+>=FdNQ`t|2u|M1O^
zPai*DEd&SDY%vA!PUR5ALl@^4k8U5e8m-N8NhieP+lwpou;us!5XE#f=yF_Yvu)!d
zIUG#-{Q-Y*JRRcMOlGqvSF9Sbd{Z*ZWvku*9M~i<xL7RtH_C0xm2$V=LVqt*Dk-XZ
zh&sk&)mjD1gU{z8Vdr<7D&=IS2X_z)LJ$@{7&4|il7<LtLC&0RH#Ds_{;OV#5eWZ0
z{XWH96mk{&l3uHVult{V^M3$g`0TU0=g)4jehH?p88t(r>x<Rp<!Z<TGO8AHVUQ6}
z&K9%YYB2y-&p%Ig^V1UsOb}kR)uOjp^ybqxF~jMoO~)dx^#R2|lRigmigRmCWW6c~
zEW(l$RZ|tPJKbzg)}3yHP2y;Xji1#D)|EJ49jF(kENZ*yNaEfvP!>sr=4je2L%)a4
z1xp{kH>(hr1M3TyWb$)%@EYJ}OAuTMp|=|pa3i%fn>F?n6cvG-#bAapt5jmQOaD;1
z0b!?*1%{tb259JJ$|4|H%te~jIH`zwG19K3hV4AoukCt%ezGRuS<FUD`Dm}1>r~UU
z9%J7YAc+Zoy%5FWM%aPICFH?;DXKLbq0X`A0m98ySYTyBf-<SG9x({%Kw8-aSS3(`
zOblAA;Q2`e?XiF@lK?8k-OvP)DFB3u6h_n^hDdLPOOJJnDq#b~j%*LLN(r(RJ`+$9
z0=P&eL+t{S$_&87h1kVnj&5!oN(>JswM;NqV@9!2LZsCzq;KUNTwX_@QxTe=#B<l4
z&xSnbP%G>vfR*TD+D0i?2QU{;vDO4o?==gNLu5AwLa_6i2m6{skzJ(*@$EEdn6D&z
zAF*D93jrUDDM)<(LpO8_qYh@5PI~AuDFNE^N4Ui#AAjgU282Q;mxSEd+%#H=Q0fiY
zl|7JJbl^1-Y?NTy$Kpkq5hFp^<qbMqMum*cqtDD9P=yVQB_LngtQ0t4>~<AL_y6^`
z{{>CVWmH0O2hRb@H5>A!1O7B>37w2OJ?+n|{n`xBP%&dMcAg9x$cKDmd_t!Q{S5`f
zh?*Axt!C8e)mrv(u+CyWFN9c<l^LqhO{TZhJuPKA!YJ#p!JXrH#W+TB6mwTH<ctOA
zAtKdjGUB|K9hx*Oo$>pN4O-#HVKo`-X3O43AMuwkgo_Rj>?Q_mgefz9ts$SYlFdSL
z5BY+)L=kX?-7aZX^vz->!ajYmnCEi>LpYNN$HSCPda;(paA&3IB``93@Lli=oz3rd
zGhX731AwNK9P+c{+L5LTCm3Kqi#keex66b}(9OW3XZvh|)(i7P40YC`Re*D07Y|x6
z2k9<HnmAS<f&x*^Z3{VJ%K1{UaDhx9DM0WY!4TIro7G+`6KbYhqBQ8XScHS20HOl9
z4htGOA^8F}`=kb<k#MD44g~z*kFn4T2S$|nEc-`aCJ~_^66YarQl?I}uE<;@Q*h66
zTnz*f|Aqfx+Ym549>3e+W(6r%i0lY!CcD)F_)85pSFd7EE@HjNbj2#0-6AkAqtT?%
z@KaGr*r8+82h2(}yjEqmJNd(-Ly1DEV!%?Xg(PHeG}#=V_nPfYB+hyv;s-4e18C;8
zJ5rdwyxzD!K=_d^QQ9794t1IgEc!`9kcjPfJA-cjhj0G${PAZmpL}+;J=-l-*QXb-
zTiZ1pxKz$oaKCoS)tig!@4x%ES1-PQ_W1MpaP{)jFVDBvk8Yp;^wY2J`d#_`<9|1v
zfpWP#8H{Py`tJ4Do7M4)r=NZG^2@Kj`0mxquQ>c1Z)Qtj<5nf>eR^`d+a6zEUM*%A
z$wyab+uN&CkPbM$keb)a*<wE1ZZ<3k1Q~2R1Gowjko{Vx-z`#HR<BU^NXj2z7i@cM
zQMlQ$lmqsmAvc@CxkPj@$sTUDT;d%Ac*WI<{ztSR98I){U|R*%Ua6(?MQ}U`SfEgI
z7*Vp>NT*v(r#at;@$=JoG?`=YWZhS1`a0fBfXe{m0(wtA`}e>9t;=nrgZtuQ{p88@
z_4RHsN3ZK#oCxTN`Mk9|rZ}-Y9rsR-r<do)<9>ZHW3sAUUG4;{Xt&k_^WLfKj%gsT
z^jrDypa~@vB!0b;hcbb&gg+Pn3u~3e<2FPr7K;p5JdNuOtHc%$YdmahHsj%-G9I-U
z&zRO0^D#SH5E(e+!Q*3^k4F6s;6GK?7D=jn;$a^?WKP?7NWfA+eT)X2OlW*CQzwHN
z_BM{{d@9B;kU=n4``sqmiBLR=Nsf|8aJAfqJr=s~AhoiG#2Z%12J>m?+}=sMIBb_H
z`RK4&SdRM(meBC^Y12;oYn3Ft@&Av#_iU0gJ+CzNA2t*dGb4>OoDs<eP`=W8@4ffl
zdv7W;%R9IR8VxjnM*9Zau|<laqzKK%OvLVoiQSL;i}rfJpV1&83XQHRRKAs&@BN(n
zoa>Y_(H7aKY;@kQG%M8Dm7tBC9WNnoJbZlN3mdWF;ralNNzF<eDKZ`+97ic0Za!|H
z4kL&yFUEU-pQu|omdS+HV?JP&>?s+d+%^lKEuIQ+$hmoCl2PcQOf(q&F^N+k2;P93
zBT@_yQ7{(#!cHct)yX`vSYnf9!{VjGO~j~%@f(8@_G5-IE5u3JA%fW9?mcky5FwbF
z)Cb#8$SB!NMuUetI~H~?3K;?ra|KRy>^qDl>@*pxRQr4IMS(V`cJG;_hbFmHv%jO<
zxrZTNeYl5WhVLC`7t$QRC%tHtAL?ZL9`q}Ad2$9Yv&U?tkJxQAAotkR3KoT|6vYk8
zs<mllOjcHnni0#XQ=p6ms6|vtOlmd0si@C~*#@1>s)qld1)7Rx#3ql)0fQF)H&9?;
zA}ks?A`2T#7-ifbv6089M+_5|^p?0w+bM5yfdnD@0{@*qWQt(iWfMl|kLd^*&`0MZ
z?k}ey;x=1Zp4uoFio(WE1_5^%m{f7{i^6Wdn<)#{C@W(mI4EksY5C!>$aPy09?kSt
zck5Lmxq?f965>S?QxkoqP7y01nM9M(h;ff(93WPPG_)E#W|+^RsX(V;_U6hEr7h)|
z!NMFxP{W7{Hp=<q4eW(FK|#n2CAR9QPjrw`P!wX`a|-}$BuLE!etuSg6dD3NA;w4t
z27WDGJH!&x?Dc)nR;~19)3%LDNxv1QH=a8_4_j}}3K~MNM1+A?^xC9UhGlF|)e?s~
z_T9u@ctT=MYt<^D08L30z}xZFv)P0ZkxGI<i{az!x0~I1G3YiUR1**o)mOAH#Y5Rt
z7-AmTVam0ectpG1XbdR}N^6wU78Wv|hxB4G>hV$q&fliWtPGK+z`J8!bV!EWZVPXZ
z*hR_Mw0r$nJYzLmSr=kOq*PlfRTzwBl}2kcn&I5y^<ok;B4cStL;|yyn5}01AKAw3
ztvf*PRceJstzb%4NM(E5yU<6NzCz)E&2A-4S}f-Ky-`yr^uX<*iwQwEpTaxf&Bx=|
z?{m?(7{lmPA`wIBycbge)IK+~xAAazv{-%jyWhWh{y7l)lO-OCHKy9*#hSwIVH+@E
zd(s&+3#E(A+3$b+^B14~?$b{`fAZj?Pd<9Jnx8y-`q@vv|MM^7-uwPh{?e~Nwfbs3
zU*BHb|MJaOr<=2vAHRO}?A144e*eW6-vSrqO>ebcP;tm@{Q<PE>)ZRckLNQQw%5=n
zK74R<1Gn_(Xg(QVo<gC3izQ6>>>n4i<$878Znrbp0z6VgbXIj>KglQ&5(I2TvM5eZ
zNzeyZhgeY|OYkw3fg;FYRxT|T%kzs1wq}fHVXAmVHDoCe2;sk{&ae%Ji+A}-4&jUb
z*>W|Hb3Pi2rc+5~g5_$lSTAYnDV6i%DZZ~hYCV(0V9;?mtiSrN|AjZZhYzm+t6p9#
zFVB}JQ1Oqa=f{(iHKbD^f-z;`?p+-X=VQ33U8F5`j^j~>uK-VsS&OD=f`PXeM<=Vn
zihpe8$AdbbRfkPFr~{+GjXxMPyWJYtF3>&L`xi?#fUR1&$gN~NXkA?%b=n0&ksm*Q
zdjG*SPO!;z1p1x;BOb6K$a<EIB?^Qi^jD&G(Y=W5!F&@8a-T|PQxT%`<V5?BQQIIV
z<3Pg*Ne#NqIrT&p+OgBP<k;KtUnDlxop{60%$U~rFsvp>OkHY;3K1|Bm3$-@3kWk$
z)WcoobTuWU#To_4uwTbE9Bnk%@<bZtbgP_VNaHrgRpmwjW1s01hHf-ztJX986+LWh
z1rG57_XS6STW83FumIKENJTGMb#DFmw=)USVcZiPHICNtAPX#l`K*3WR0_!;|Awdq
z@i+u73r*7=JJB#^E`$oAd*tR+^j{+}IgwbjHlrzsenah@1&o!MbR;wehBPKkykK~H
zEPBz6s65;Qq`+{+h{8CbAfHGGQ6<wtLjp#*zoU}wGg@e5d-%IB15v*uKiG#BtCh*s
zl0!C(EC<2Si@c;-j%=kqJdkZ~vz=rCsXC;PNan+KZnl_ZQa+6SN{?RU(P^wo1qub9
zOKmp_7>h+*RY+TW4_Mz>h0<#LZoi31Osd$qi_IP!mWhr?OhQ=eO$Lor!gNQ7(P7ZQ
z6{n{=;BW?AZg!nyNHx+uJH3!>4^1XU7Y3v<u4tdbYq8LM%ofTo#y>qQSu{r6_4xlI
zV%4i+1OgF&<b@R;@ByEa3p?mH=SP97h+=D&yo4awHMa_Bs>vCX*x4Z*p%?MP1uDnS
zg3C*$4~hXT1OoH{o7Lr@+y~A)^A)ys5FaEaNLgB-^qb5k3U0h^B9Pdeh*9tZ<V%o<
zVZY|05K2g(NOK|H8qmHP^pj?jlxo2)V+#qvo`XicT!6w#RVeHTU=TbjgsNsSV7Vkv
zJRMP8UGm^n10v^Pw4?jL5A6+Ql`<$0Ac#!?H$6%oo(3#x!Sh3t0HasL*>BS`v9p}#
z<pdvsgeECOoRi^qF$DBg9`%F-V7ZtCLx(6w?k^T;RZ95un3>21Q7zQ1l_9W&eUyWT
zX(Pg5&$E}zBWp@1DWnx(kqKFTF(;krCSJ;w#9<!|;ljd5&&v!w&F}ZItK?jYi?e|n
zvswU{268_y>ez?`(=kP_J*pV#01KVkTv6(T_V@O+T0PaB92x{?)kx#JoJL2jR)*-s
zN>L`0p?B@=ZK*}7(I_^MJKGA$p-u&sLZj0fF!JkkdK_i)gS}ijS1VRxK}K9OPGPFg
z#FP0%5@RGz!gM&64P(BiI>E&?<hjbzi2y8Nk;z~<8_mA^_NSL0fA;Z{*WiE7*QX3%
z%Q4*`EH_4_Y`#NDZliJk{N|@0{`uRlet!AvvoAmWdb2!UFHT;)eEai1zRx`V(#Mit
z$m5ShBAew2SiCRae0#P&e)Gxa-+cb<SD$_J_S+u_GM=4Z!b%+uTlk2suP$$HZf|ZL
zUJAJV>hk>Lnuehb&DyJz6${4EDQ2(DW=fgtY=(twxmeL+)*s+JCuUSS*^FmU!)i=H
zU8WSl5v5HThG8zpyDITzd`k5?i?T|H!)7Xu-Zh=h3PgUy5JJybI+Mu{20b=!ut6Ep
zsC1*Jn++xt8sx%eyA}xth@XQ|efHuB<=WsHFbCt;VjN;PX|?KLZrD8H#$T@|_aB@;
zeR_L-GFu&uPL3xJ?;qb@BjXJ(&w0cw6Z@O>bUJE)wePlR?(S?h<6gf(I`Z)&wyo1%
zn^K_~9I)lILz12J<>lF$EFqu8IMi$w*|9QWa?ags=1^(V$=LSR77kdF>^D~@eAwz}
z{OG~u(Q5JJ*@vU$6b-S_s7#sK_;Tdui@6F|SR{auk9ZWvYdrVqBv4t%XWS4RtTjvd
zcqSF9S96>vYn43WA>tcMes&qGJNvyJwJ&h?f!<?#!>$VwjnXALdowt7z;7la^Fg&+
zOX8pB&H^Pq9U~|g;&uwri^N2|lxmjwx5$zOdV$&Q_Uimy<w2)LB0iUn4SL*I2pWXb
z8JF9uYc`N1Bit6z1qjzMec?)C9Z9pc!)oSM3(}KPWB!mEB4%s$M`fM@z?TrPECx`l
z0N7dbplD&o!YyM*A)(yIZeUO&$HxbG9M*TG*ixh$){kaA;YxU25L5NgqR_awFEb6W
z^TK8ij+G=DipSpFJ6hQRwUYST*+rV@xnu33lI`F7tz>tXMn`Vn`*(kBGpg<Q%w%||
z>@+-Tq+}JbS7~r|0i!So9Sq6qK=cQ3|5C{hw?0tpZyQx|B9ro+do)%vk{x{T8_AvD
zxOK{0z!|q2J<L~nrBx$!LP@1TQl-S1PiGJnl@a(^XmKW!UQVNsT)DraKG@UC<t&Fx
z8YOl$K7Q}cJ+Sr~psy5RTj^@FGB4Q;7`LoUk|=&U+2O$lzlJl$_XAHO7mwC*aX_Hh
z{;5R<Y=z&B=pxQ8?vju<kh7q9K;-Z-!f_f=D+4w|+zU6r6tbI<!m!e@FD9YDb!(N_
zz*?igY@K%g5z8DpAM0R#gUOPSnBWE}R9Xf>p@6exxmn3&;NKS#Q7w24wZab}#mHdH
zx>ezGyOALsHX9guG%Z9hzz9J<p+yAPg5Tq#U<fJ~POoA*E-DP6w&oL%<#<994XhT5
z01Y5|QRR+ol*{F!=zHu~Q;~ibN*-~Tvtll{S<J~B*e#I9Kwv-?k@8Gql4Lw^+pUP;
z3`<xLd4Qy49VQF#e4cd~E|X5ivnv)M#Y0&`0{s@-1Mgs<=Nz<Zk_Pe%<_01c&oMFG
z`5e5ITD+IRr5C3m9Gj3>3TS$KebilOv?Ax}H1a$L_0KHILcU0|Z8k;G4lf_Jx$#7h
zP(&yk42Qu@0H0<l>Y(M8H31P~P9+rM@;6{rg<%H10#zy!jhIbHSqP#ENOCr-oic5H
zY1uK#6_^CgW;)*0Ha6o{!T&<dv^i{GSEUk(RB|B2gpUhPA|V%v{az+H05`!@tX49F
z={P9J_V?w7d*woL(C!w~dAhzMK7ZKj%O_JjyHKz*(ReBh9hc^DH(oxmaP(2{<;Gor
za7!Mw-|Em7^yw#Gyn6QO&Drh6=KO4Rww|q~gDG+MN<P=-x|PfDy}x_=PhY(Gky6O#
zPhMfpKU<$a`{>Od|M>5}kel!Ohxz^r%m?#_R}VgW{ndItdwl!o>o;G2_2#Q@zkWMk
z9G#w>Ef!-8;S3_@XS6pi9zOW+=IZAB^!Oa5>~wu`zPY?0#y4F|`X`$u?(^9g5oyEb
zaXDY&1#fcqZ&y2=;$&2ZM+z2!w&*N?#0-83_G<~i3v@KTb2G7y3P)lTK~jzb_ohjZ
z9qGMFdrs*c*_!QTr$NnGFofwV*Y6>~_uAbKT-H__PHBT$HMR_lCD%8n*yeF<O-7AD
zuhyeer^u9-ayiWZ@jv`EderMT&u;IZfByN42e)DnIy;@7pN?)W7mQvYzxwSwG=}+X
zG@tio({?@^#0)kY3zR6-jr+If{9A&UoJkqFaIHhlnoWB6>(5S(_yDqs_^((fa*sgA
zJ3C!s$R}!a=Yu;tcYjNR&+``_QrP|M<3|r4oWB0_+0CQdLc23vuTIWR;DFI&T_)n5
zPEf@NV4o3-SRzSwW-t)tc<&L!;;{e|6foFgE`k&$f>lghf>2+;Ou{JEYPZ;KK(z<5
z%I%CcJa(yES7P&ARgo2?)+Zfrlrroexr37G61$RAkhzNiti=V(BP6CMpljgQiw9Vp
z;LOh@e5@e3=Q5bFHw2-^6g}ubarG4{fzhN|ucin>vIJz!!@VAk6U8^JYJs#JV1aCm
z-3=ZgD~Dye8ZqY!?txXb1p%-KQs9E+1+bfFMYeHsXA{IEmWa49Cj&;{zQ!gE<_730
zZe84LbSk=`b%;fbXZUs)iZJlQbcJ}}bKs^X&<9dNDcRX#gXVXb0NsP82V|<1OH8=7
z4tMwN-2+RBA55}+Cr&kT(5IL0nUsiKI<ZESN>qD02LAV8U$2np<@<_*UA8q&gAx(U
zgq@!KrBrI9ns|4I5TYPn$q#KxX~N@h(`$UN2j{}9JYXA0eGeZ1U6XGZKN4^ZTDEEb
z0Zf52jqk^-W(BF@Z(&;}GL;sik-p=9_$^UEmGpoTZ3H@0EVbl-$fU5M0c$WBq&r*S
z!k7td8W~s*fTE>Tv|UIQB0lO1Q#@^u$t+rCcXq|l)d>bR%X#)h@kjz+I^jB+t@%h&
zrQG=0*fP5^hcl_BL%?j=52IYM5f&R>n5)QfjE;zPPP3V^1%?oaxIo<T;A6(K=+)S<
z%z8cZ7}^&_49FoGr5p?bIMqlf6pzNZLX<9&r@(<vTrm^?L4g}E#R`-VA45wq8y97x
zNVUZ4q9O7ooH(N4D2gu#hA193yi>7gK8N?;!}pH>OEX2U+c{buwOYO95jXpjfXj>%
ziFp9<J3D%MsffE$6$FeHi<c;HcZeq^UZ?=!K&!dT+S6lYz=Urfjzoz3&<P=;ETtl8
z4siMmOL!Rp9kW0c(-(7WEQq!bz#p})PDwm(V(DbDkY(kHNDE|`XX?A=EIZ>_v(bWH
zW-*x3ai%UmaR9zOlAgpMoHQWdVCN6{ugewixr)UCI=O{Q4QM(^o+v^_mura|t%&O&
z8K)@#>WNYT<coGk6+je|-iY%J<~_gkTCLFpV?wP}D@aAE0Z(X2Kk(=DJ@Q1CXf)#a
zu2-qFYK_@w+S}O%8fMaKm00vu8mwZ62fIwj>)9d`Ng&1}e-UX!qQeb{(ThL_l6)!#
z04)f3FAaeMwGQFTgg?_*E#_&jd;9f|ub+R0_3LbTc5`-fyyQ%LzM5@Doi2P5CN!4I
z4{tyG>BoQh-P=F?=@0+@;NtPw(Zzat^zy}*fBx71`TnN-{tEm;t^h9<0QGNPe>EG8
zAKpBA`^E3xy!`yzuYbqrb%a1O>Cff^I9JdWh#g&=UEF5@N!IZMPU#BQI=BXC3_|{z
zPte4MbVSc+f;?W#K!r`HNF*}|oB?<OvJC82`i7XV$}HAM@6dKuDKls>%<$eyT8IxW
zlxW|s@g7U54Q2^m{L}|#GHG~&wK@`3gZwp{3oKz^LuZQ_o3p{VPt1@yZ+_8E2<v_{
zY91}RCmR}nnw46fup}1ukl+5_e)V^3^j^OH_~omQzWVa{(+|%-e0cWY`Unie?d9xf
z);`+|JFNl@iKAh!*{bku54t5hAfo~QTLGFn9X3ZjQK(H&aXhS(GGt{5wYA-95RL?4
z3RHfEV|dtwlTQqiOULOoo{SJTqAMIX+9xkR`r@lkU%z?r;>E+OtIe}do;`W?^z8f;
z_<xZ^dIIJTmis1Vd+tE=mO$mg21Ya=R}~eC(U1ozjBZEpV#EtJ^s&vR{7F0-6kX-w
z3NQ}kxqXC#evap&)d*{{u=|#vAu(0b>x2*>iq4B^z77+ez^jtD%tX1`tX{AKGYdhP
z$R-1Mrrm%epAIF$uqzpjJb0v2F;6}fzygQRmx}w62}h>jZ1<_}25u0>($9C!N|BpB
zejjRpz%1aQcbb({ItpitxG_7iTSvTTEY1`>w}=;Gk{1|wFaYeFPC6g9B)wYjD0~*c
z`Fiys69~LnpT`dVpH&wMAm(lIYe6Tq-3T3e(aS@>55!4@4DE|sGtM!sQfARA^-2kP
zk(Ma_K8`PBuPuv?;Y|YE-eoqzUk9|cd+(l@)?_=l-x+==xz<V!afbs@vg^nyg4@#L
zs^N|f%fcYr)5`Xhl0)U8M7p!9-p2zb^O!Y3FjhvL*QkqtA2k?AG6MYvo*tss(C@<y
z&iH520GkD@szmQ%xbg_@yGAS7_nNgvC9y{hTyna(Z5VV8B>*n;N;T!)2DK(+cNpcu
zy2dZX{_f%Sz3n@{0nJKfBqg2sSTN>uqhHmM(Q+)vS`LAd{^(*NP|Kw_DD*0YcDb;b
z%^)PqW^3}f{0Nw-z}pfFg<}RYMKmZdIjJQ~P-Gq0gdtIT=;;nX$MUD?s)n@YFjG)i
zpqMZmLe64MN$L$;1Il3lhgd4EmP-s81@Xn8-^*`UA>&JDTB9F_>4LEY&65F}enT2k
z`6)5g$$0pp)WFU3Mc+X#=1(!1dA&%!Y@+M+7Jb}Uyn#4OhFzYtRCV)O!OhOZJ{=M!
zZm>|ly1aV+;`Mwo#SDhi9@suTK73;oUIjf?2yzi0t~1nBGuu)oNv37D&BRzmRhQkQ
z<`u;2mIx*CJJ~%vvCMcPJ8C!bBB70o@r*MIn^Ly->`3R+>4OIk@<{B_5U&^*s`v$P
zQlXqNtg_|I#v=%}7K;&PbOa^?dZX9F=*xFRCe&p!q~d-c#vCyOd?Om}HY*Hv;ALqD
z&*ezkVDk(mV*UW2JRD-k-kFTB5W<TvQ{bpH8jW0GLI()N?2EM;ok}5-9&Bk?scY2+
zt&Zsn%ETU|FUbLoLWutd`+L&E1D5SdnN$m)LQXTJTy}WK2Poun@{!DQ8m+R~Y%j<2
zOgNE^C6W=|y>Nb}aoT4hpjP>T`0?D8a=>x%wXs~qm1c)9W7H~PI`+H0Z@&8Bt53iE
z_~COXURNiVwCQf<$48tnCkxQqy%zi1(#_TVZ@>NNU;pL*`r+F@952r=kFV)@d;am~
z@29U{$l&q*VR8jft8OoD=+|CMX6MHjUw`)P7jM4#;kzHt&MpW&V&qyZhWrxE+0zMl
z)r(V#poQ=2K10|!Ga3l6&FN-&Dr&f|2FzLG`O$pEGHpIzFh@<Mtog2y!7wd=tbyW%
z8>t6ys#;@6Kyt@TTB)Sz$Yn}l=>}17IGVg0%&<RIkgY-?7dlM6lBcPM78^n9BmEq3
z0zFs(gs<d=<34i>5(zU}Eb5=m2aCl39|)dyyz7hQu+c1Hfaiw(pa0`u`+e@)``5fF
zJb(TGkNxG@?9t6;IcZ*>j&Dwf(_wWv$3OyKs6$;N%Gfd3)nR2mYmSE1Q(}>WIx{Ao
zt4;@pNNhZ)W>bMDk1l~%&~zv;UnA)8z*>j&Mbbtz81}F`49A^Tx7O((#5KXFzMzET
z&CA!XpZ)OTx6eNQkhiS4fT3ZK$NeUV98glh%L_ZMsD!H!J@9#*tpDK8SBn^k{e;#@
z6EJ|~(wIqN(7W3B-|A^Lv4dXw9VDZQ8y`0vx*3x#G8sVd$*9keED*2NoTv{W36_lI
zDPH81n~cEgV1&(Qh_VF{xQLgbjKQmD)H3x-qLh!Y^yF=xkSXN?1*&#ER#+C$p287F
zFlsDR7>|jo@`g;6uNHt3H&Z+?c$T<dGYPR|#8+P}Wbq4Om4}`bX1MaZ2m)Xa!<mo%
z=5fN)i1NXF5q<%;3c3WF!m5{RloDVhqz^Fm)3u1Xn%|?pFxsWUzI;3g37?vk!|l7u
z!vhv=79D8$eWO;*IKdx+=04oI_p87ATiL-bNj&J9+&2vx6&5n2fxYd$dmr4{yZal}
z{v9z#nM@SeAxzQk>@#cKMwO2)NTVM83j75kn|%A8S|ZV_xl<|4KvH)o;AV}ehJEU@
zSX6u42x`!}FyVVmT8~N3{tnp>#+SojBv6TY9v~Qm4cX3)!(_J5d3><Lf|4#tol=Su
zKFU0)*E;kDt%6EE9eX0ZS})nz6WDwac+^2{1#w1Q<H6RJlaEKYNyY#j5Xs2m4`=8i
zI|`%TX%vJCw;e5uwGo+u94TUtH!ZrPVdvHnVNku`jAdvxL|<j43*z2q4<b@pETwd;
znM+`Z18$Gw4wWp1SsgMzGX%)B2yu=O;ut?!ylPgH9&aZKv(uvEmQ0m4dKStP^+RDF
z@d`Q%z;n4U>;Z0NSc41?lYwUfTVmYc0WXV9H5N0v!VxMNob+l1KnB!rkXg)KEFdw@
zciWxWWW-?uwG>W+aE%3sZ$yT~LXxpssYJ`h0^38YrBSM|vQxX@vg$o{%x`SN9Z<`7
zS)nxv$?ly931Y5NO!Jf@alq=337=yNqCKoV&VA5P(oqjDMzWURQmL24bqTfw1#i&r
zPbU*>TPVHozFO5X12zg`G>T{!V!6lzWH!RL&tHck3lfi|JTDK392_7KmcgMx+v7#b
zfr}4|g~KFeDy1CuHvCbjg}kkSE415;9<LL-Mv94-CqF`y-OAb-vmEV?4jYFDInP6S
zg@}(>r~$Q_<dOr)!LCv+5yTIT68|Lnutp_k9js7FWlUOl@%Q$99uFQfwM>Q%CXq0@
zDG5sA=AVqGoa#cJAjiIZDi`w79To;U7WIb`AvU4`7Qr#{j%J(PNHYRFUJD%!d^hNU
zywiRC#dlx5`TCP5pWMHAu$~<~xV$<V%_qI-q>J&sI~!o>uiakV{`BKN|F8e~|NQ*@
zpD#97=g>rsjz53%?H~X2e)IT#F!`li0bKPDFK*sEfA!$<f|{*2pS=0}^_M^Y`18&6
z?b+EmPNdPO#d48c-eNL@7Ru)FXgWJxlW;tKc>g|>RWgt_085Wox46j{j9wJtjyB6p
zyV(L*(do8U>m{BpVu__POEIui7?sM9zUX^K)S?m%?W@&k0K@7I2YD86WdE`mM6_<d
z7s1K`F0@i)UQ0yqV{`sZalbC+VjO$fGs07)C6Sc@=2gt$&1RV*Au1OqlkRLjULH-B
zN27YP%vLE9bpMzC{MShA%zhAApFMwcdb$AWH5qhH@YoN^t65{%EgsF=lR*Ve1&S8-
z^7FI#u#cf@aB)7zz<+!+yf~d>V{0_?qj6UNQR^7Z<5)}2&ewED!U3DGrtFu|4B5pJ
z?IZ#@n)F5!s)Z_a7>OdJGw>Z(4{j;OTvcj0I!$V|clphVfM3I6h3CK#pClL6yih@6
zQS>GJAVIM3G!B94LSkY<LxN)v#et8+#B@qi3m6LC*xRipWDhosTuZ#cFgH`_C<~uK
zzfCnH%MLzElo1C#w58<YelQe_cAViMFmS(Pq@toFiz6ohHrz8FREE9sc#L`p!#~Xr
zClYfN-nsFamIDYMZbLfni>4gKa;(6C8MCq1jx_`|qXDqV?-n|S$1P+QWHg{oUOVCd
zMlW_%uqCqz3|U(IU10W2S_SuIpyI$g83mGnv5d-O*uxr;_C4;-@7&HIZaBg<6u_5c
z0#$(<9QYT`C{Psw0!F`&&APXBPp?+vo6;-g1{JYEBXBUXaNxq^yLb6Ilwk5jr29Ju
zJ6qhWWQQ`gd&>PS^}()UXNw9Iwt*3+!=X_+A<rugsl+oVBv{B`Unq9BR0lh#SUB^Q
zd%N@s3FH@a1r2*cGxHmx6l7TDB4UhG_TUXODk;3yV1qBR=E7hm>V&ZIEAU?dBFF12
z>crV031B{`3NsDe#36Co+hLu#T!?H=qfxcLi@xW?#IDsa9!YoZS=4Hb^l`6)T*F^#
zG;=I{wF;)MsM`i}%&C{-t1l*53YTakjN|J|LK<lgJ8-1R7|CHT(7rw3RYof`ZZS~&
z06(3~2|gC4F)!bMGDd?>GG1j;v4NXlbBgm#M)VT%4+cDjAD*euVTnbWv>NnGrZqfW
z$d~xO{<2LLvz8yrJ(3p$d>g`*I7CE6#E-F!zCvgb?BIw@5}3py1zi|_B5OOI+h|a{
zA~>FKqT_VeY1X_n3_5Mpo?`w_A_^noCCL{9wn0%Zt(U7_vx#^F^MT193nICXLL$WT
zL?mS406SeILRj6RWI8Qs&JmcF999#D5#}|HJiKecB%}?EjAt?=9A6wWfYQez{$ifO
zQ<z<G1e|iQhy@WyJ_0hy7QPQg)^sKZ7&;#Il5If*W;A6{PIiDzD=SNiH90a6H=s8y
z9(E;T0U9n4pLwK=n7llB?a&M!55<xEdE?`4lM*#R_n~l@<0=(HaKm6p@Y=zOfZAo$
zst}#zl6@vCZ1%Jd1p_{lj$ES{r?g51{qj2MJIx$24%8~SQYAB4EeD5(V8KYCQj*S7
zSgmFuNlMaS)Tx1k2w-Dp5cWqi@eE`#STbY^u%(emO-7UO8u7~kBDR@~RwL4}8T+N*
z!9{kk)1aB{+pmB8?By3v?>{+Pom`#W+@9YaO&0B1hx8Ij?lG+DV)^Rq>Zc$6>Hq!T
z|KE!bUjqaHgFt-0yFI&EPv&2I`t_gw^xk#<OPM|1KTf(NZqF`Wef<1<y*S^jzy18{
z*Uw-7{`;S9Z|<KFJe&?ON?p8T+|TC|p@mH+r<>L3@e0e-_2ng2_3O*iTWYo!(<@l+
ztN9VG`x%Y)t5&1Q*tXitkJfWWg)SBi!EOfdULTFgBo>>k8i!^4QJge8y*}=M;bdN^
zw=&$?lZjS$lrPs(In*$L$fsMDH!04Zg?tpIIy(XOkMtX2f5Mqmu2y*?W@T0?B*B@&
zhhHpNn0AK!>S)wJ9P@B0bz1)ZZ~j_xu+4<_=+Wi%_3`=n=01%3<0S*t#b$7^86GeC
zqh4jT?2N~PW>3S;u;0Kx)~cnCSHs(@)p%Hg#&EnEZB~=bW;q-*pt({+-s@BmzA)QE
zs$Xv=!1ia05r~PS<)qhZQMWx9vNbJ%#Ag>d8gmXLk2$!!J|9nqAf_k)8o=1-kdd5`
zc4x>TSqbI~vj@iGdIk1C0Kx_n5h+NTT}t@`$8R|H80k5Bvl*e<30DXXWWK^^JgLLY
zM#f4c2v0FJH5)lL2dp)LZ+Ix|PDLPw;epAEz`Hx_v0$;ou+FwOpN&%Z3%~;i04tbO
z5?6D1&Ewt7X;T7!kz*Q6`?JMZqg7&N2GC%!D5Eh)Ht#K0Fyvs8iKN*)rp32vH|jHy
z5WE6x&lEc%Vew~?pcC&F2siG8Sc~vQW8cSA%&15^B$x>3_YpW1CY@0b-L<eF_(L*w
zNL~cfFzJw7M4SO)K#4Oe4>;{GR2^nklT=R2ZF-VtyPW7rJE{)%)Y1bsiD0q>{lK8X
zbETIba#SZ4O5q?0FPGKI@`b?%hZ4woOzb|Z#X$A2LJlbcMg-YL#vbLtHjRp^!+pBH
z5y4dZcXj;Z{;pzw4+g$Qx{t|BM~G4?$w$0c+i8Jh*U6WH-oT^;p$XnE6I$G3Rqx%w
zHf>VTXRQP*rrzIS%BqS@l~cH?^g53L`O9HZYupBXfIFP*5Vg&NiJIO?3~vP1w(jD1
zC%LISpyT_1tt$M4sMpbC`O6AcEyYL<7~f~p`7CO`MH?6UL2rT+N-V&D4jAreN@r?;
zH7@jqq|Z@~2XbL|jm;V(klh9-BaTdLHSuN96@~Cc2c)Plup2a5reE&mjJOWyvNlU5
z5%aqFC&*m^Qj^^JNvvWevYM&YX5Xb@D(0up_`wE^5dy3fKTCXMIPKAz5QFai=GS(s
zGvGrEbBXcDgyk>9GEPWgQLc^k9XCD)x~A7^vS_yIb;%%)C4ySaht(^^Dhu^&mUjtw
z__PJlfPfN(;Va^G0+$#zs}0T@bas0klz=B<3EcNyhl2seW>zC-A+-_HAZEy}k+G1z
zFy4_U+~H?}76(n3fJl+np)7%bAbyBmr@bcU+^S-Gq5%L~CKD(-&4AYhFGZXw;sG&b
z>lIX#qdNY@7{)6Cd>I2C#(gleRHNDqGOtsg4%6LZgPBIBSUv^Bj7f|lq9SR6(RfUW
zS}+`B_JOGnkJg|AO>Z!0#p;|`fl;GmWU^ZH)LQ|XP$?CRR632!W;O~J{X4cQFBL+L
z7{Bm<DP(e{GRXEO6Pl|YU<HLm7*kEOJX&p-@A=?Pd$^cx=!s255#vF{_!tG5J*lf|
zQWBdl`5pKPEigm84t_Z}NZIvN*y})LutRzC>T5EOPak~v@bdQMN5Xr*7%v9h@vsYF
z8Xs}Ln#-+bM}PSJzy7cP^M8Nx<jwi&{A95?Umbt{_V+*k{GK@Rek%E;T!H0iisbwH
z<LCD;&+cDc{qW6q&mKQxasS}qqZ7Cct0fgStD_mFdK~yym#6H(j%MS_^HaQESn*Gf
zm)94Y%hS!tdQH>zElEf*p)sk=M#J$DelWs)Pp;1|*1TmASL98FxvNXn8h-I~Ox$!6
zDdcJZH#LCloLEbMklTfFC6+972D4})U2ApWFn93QSIUextwx5Z9hDU*PMt;xeg#=b
zxa;^*@RnrL35-(1ekGp?qV&v1<;Ap#`-?6zPJd`$GU*<KhmW2;`tZa17w5+}*XPr5
zdok-=UCb{|XZ)i6NVvH+W2&w(t%C?WJ(-hpJl~9N&ZnEB9>|5w5${f2S{-=<reeF>
zhBbl2Hv{3-0trhwBSqV|zcBoZ;^q>8L>##+`x0?~E*ERJD=c$S;R#q?-CP0bsFbt(
z38hZlWq>xqS?xA*g=DCb19uqZO&eu^iG}?H6Bq|<3}6gn7~x>?V4KIVi}ko!%h9{t
zX*bzp61hYT5IL!AoR}ka`g}GVj|PaK!kws;xW{^h%q7sR=1hX+2;g^{3mkoojbsc1
z7>|olmX8!@wMO~;;)GsLBC0HiQ<+G<oM`u|^W``e3uH4Pz3wm(vq!?#Ogi+ga)n!{
z1<n#{L0nG|sK}>79k&_eZkx{U!g!;npOL?u-tB0}iv$-7QDh^)2srQQA%cI-Qqn8j
z*ytx3gfh<VJbckes8gc1#6l=wCcDw-;RvqP07Hec4z(a2^c-y8L-<1P0w00P3*aZ~
zJbd`nBhu;(u;T7N{0iVCp$(>4T8CXmqfL)ro*j*r^rdot5A}&#J`NkaO3H&hD)BJk
zQ~IOWy=#Uaw!6<<7jzgA#E3?UINA2LPI6$znXiy)6cVH-N`<Uyxsz&d4C(@}swZy<
zYu*VE!>EM@rpM_7=~b&dxceJKFg`IA@`-4iL1$Adb^E*6=|S8ZluFvV9U8eq1Hn~l
z*U~<z{L28wkOh<se1yXQMofwVMu&Jg6)9tgwi(~~=lu!45Pygp*tBX047_M?pmD{R
zBHBn8g(T0heAEk-)nisgJ=S;-n7PeoF(+X&SokU6(8H{T_~wlHyaH>5is?ev!ocMQ
z$j`F}Cp%DF(a7m>C}n%R$}}oiQtZTZjA$(17!_FW0sx_U(q^$TBZ+*C;LW%pjj$?Z
zV&3`S1HUKKX}0KXbXu*D#7NMvretUVUI*6#?FFwFhXwqBjIxNG@bD3o*tyqfRTQ=`
ze=b430i&P?PK6Mmj9TU*o=&w~tiTu%3(;haj06Xa5z(yI;V`6}8-<FjB~e`96{UPe
z?Emvv8dlvN$D$TL5K4=H>SKwgTnU2~;A7s~R*NBN7}os_!oZA`PDd%5CWVTonq~ST
z^B4u}4<&~4P8QQXrCOk3VYg!L;-Rrc6+8;3j(sTYU5!G#m>>~s$tT<)k16bf&KIwh
z%bgxavNlL!x`;T0Mq`w8M!3EJeKE{~o4~oHlpa{jI;+(P10OfOTq;qkWHb<QM1Vmd
zJv^lD5!xyPmsTTKDR{k@(8x(*@si7AEYF#o?G{@yp495~N=*8CeWlvmtS)kdqEej0
z7%k&;R`Nh9g))KlsMiajm%su$WiAW(Sxke-w#0txymwdY-+cMQi>I$Ydi3<_`1JnS
z?P|JS&o+bJq}!%MgA^1iiz-WrfBfm+{`8Ok<N2eP$Ft4Di(76sKfL|v{q*%qnLOS<
z&cFJrL340*a{cPrC(oZeetiG-o6o=e`04Y{-n_kk`w-~Xj2Pn_@E2UHC9}%;*(R3?
zH7ce1H}~O7Aa$+Ykz7uXH}r0w9<zGeV92Mwnuczu_>0ACJZ?Yz=yr1q-o2AAWFacx
zL85Pny%_Wy?(B78qAdXx70MW0J?%lWHKf0}Ty1p+W00e46(Qz;0c4C3G7c4ld2zI?
zViB+8I8E_-X8VRW179vKvSy=<SX9nI2TCxMRZ3vQl1zGx7JvJn{twz^r&MEamZHY-
z9B143{A_x9I$o`CakNLn#?=K4Kj6e-=ckKqtGqsf^FO^f=^rnf^HF^@?_QkEN4?V7
z@r1_?cXTprou3_%QiSm}n>5J=vKB;@YSe3;zbq9pNhn)*Z1A(wo`g9KdwjpwphWWY
z^7Q86{mseAYC}?>P1hTD7~x#)wL}6j6|8_lqe6uljI1KfA3?~Obd->AkGvy|`v9k*
zH6aPsph<{TBOVe_N6x+id@El1X1xFcpHUarJr?}+dYL9;A8^qP#4V*%i03n5ob!as
z*s4S$o?IqaDaOD;b{fTghtEj!{tJ$b?~$;l0PI%^)Q-FT#(X6*7}aB8lmuuP-c*eF
z&ERwxYh@NVEc*1^B|(y6Bj?u7tYs1PLnO}Z=u193g@6`DFH9r`t(tqZ!=e?0Og~{U
zJYWjCiUbtY&Y}>`{Q(c0tqmkqv@8S}Y;Un>1fL1UEtr+yQuzhm0E~c6DIpJLptMfG
zDo}yD8^<+~H$DrAfUrGcmqL0#Lovw+9LqSb4({Gj9PCSWw|BR8-i-`O`V*<iVPmM3
z9ME=+R;H8e=?`~xhkJH(8?#BzLPtyCH5EwAZK6$EbGRF@(~1as6c)Y059fihA+5?n
zAGd}Lqntt_cA7A_tgJyz`TzroP6d4(#mw@~*pEshXd*lW=>cvr7l1FqaW=4E8oyZ+
zf{C!Zg>{W9K=hI|C=6Hvl0qKTNs+CReiy(8HqD4Dai6nSEk!+a4_QbhFnRLDt2{3~
zcJwhOVZ2r@n=zM+)&Y1%gDiPX8tO6$mRc#!$wY$S!VuyZw~7oObY;4%nEqn)1jX1G
z;vquEWA`Tt&C!&+PK(FIFrcA+ra(%uUd6zKC){k%;`MS;d?|!SC8o`EI^FJc*ezNO
zS|%%GTVSM!c=vw&-$CCaV?wYec>>^8FxJtC+)nn7tP2^X_*+t8chE`H!o~}Qa|F+U
zbb?rJ2`!E!Bl99tB^*@tq0AGMCJGpSI-HAm2aQUnQT6+rG+|*_#M$WgxOm3%QXpH*
zu!kp}^di+4@o17%&~P}WXN}Ec1hji1fo6!aJ?eKaCs+|SbxJl^!Nc4uWT=o}PK<?u
z41t*6d@k3Ns-aq`Udj>d?X+9Km&xjiKtVohF<U~|<oJ6zP`NF<$<*?KCZ9_L>iJ-=
z78^7$KU!(%z|YCFUMy9iX&896;NfTgN+nS`Wd*Wov7tLsgatqqc0KtN_J=ld5*i%@
z3AN%-F5M@(p;D?r-0$ve6FgPOsS{F24&{1^2$V_<n?}7JrOWQHtCcbWkEqCe5i~We
zRs%d^wLGQvoWyy%-s%AKsWkE#q_7yWF4GtGfjHhdSYvj(+sfuq5MxM~vO1j(M_+#S
z_RS|>e|Ym4zy108>|%4V953g?Wv?}9V!o*0M<|^foqqT2KmGK>zdgBmx}L0VPOc~t
z`QuN2{Q2iUy}vELzXHFIE6^x49$r3t{^XNK4<6G1{o~v3UwriP<%>6$7Z>ooj!!q2
zSHSGWs`2dX<nsCw|2zjq;R+-1IG+l%{1JEu^c%rky}7(#2AfXCP*;a!5qo`PpXqD>
z5v*J-rZaIsrqQUsS_6aM0tg?C`!l(Cu9!_`GHFm0S@fI^&iq`i1Yl+)Qj>5*OAxCI
z#oTPp8WeeqZrT_iW)K!MswGp=X1g>Pu*CEOoq(FfmJ?y8UC&X7)2J697Q!Ja6w^fX
z|LfoW2dQMYQq2P~Th4p*2Tf<)$)rA;x7e>WYuWRY$>yj(8#j*Tn0q^uap(5>_``?C
z%NdsYAsyVOC)4YT<z!gDIA8U9)o!cUt`~^|gn}N(TD2;v@Wh~7K_A1E1#E)vADc5f
z(`LQQN;I2|6==#$hsNU`VAvx8=UDWILq<@70NBjfq|(qtSrR9EBAjHoD92<c2#gDk
z6T1v<1O%us>tdBp!Nbf%$NlEj1wVlS7;u`8X45XAOE!=2gV;+lFAa%=)leL{2>Ib?
zfUO?>2FG=7Lv(6ai)0?-Tu<tQ$u`o%*s9P4%po1nw}X{sDiIiT8smPWkdCygxn>nb
zky~gsR}3Z+?rhS>uVmcIdW6(um^dPa>aYhVz0YapzK=tRXg|}H-6YVdpp(#-uy)72
z)Cr-YaL)&(YC;O|*dYK|s<}8Wop;7~9sNU)n9N!!mMxSkBns}TjB0p}A>a#-iq(vX
zNF$fAY!X{Vof@XSQgWbED4Zq}6PI2kwHsCVwa_IXuY$W5dHcORy<U&@<#7tY5$l`7
zy=^OfKvL{8Qk_PRM8+s38XFM{4))Q|w1>M`nUNA;d{JGbl`+ooeH~~e5<FdA$}E*q
zTBNaNK?%b%?=`9I8kt?Eq>5TE-KS~jT_=&0Y@>YZu3~4~V>Fm#2WI&`{gUiD9awhu
z_suF*$YI9=1_A<GJKc*8y*9{f0rE>Hvufpv!+oYfLIM!`O&SG5AQTID`vHdmBrNwx
z{NM?!@J=hK2ts<^cWvNgA^FJ!odR+N{0e#)xDQS%jY^qS5fBN?<=FS2s<T|HWK-lr
zk^T}mt8}VD0`!&>0ShsWz$0J@ztaT+iX|%17pCYEl~HCL1=E09+npL){(7rrG|=R%
zciF}01zOh5;@IyNeLA@$H5RP-1ar)3sTI>mMo<X0fBoNp$1)TF0D<U$cM(ZVaNAKG
z4SM>Fh|1z8$0koelJSNf3JzJRWYSB~WFq>``UN7(%4e}93=2L+h!#{7@EY@++foOi
z5(BQnu>-lrAxh!JWst$G;0dcEbE;M%Ri`j90O2Cj7w32g`8kW0g-nH9#&^q8w*jx1
zEJ`pyq(ul^VLv81>OpCmW-ZHejQT{xYQ_@QyR|~LR?gRXCFf{Ot>N`TqZXwV2-ZP-
z>^{UXW?NDNye^_a8?j<0!AydOPk}|4xwu66M~#+{xEpI3xYaZy+9;h(JXbXeWx(%O
z$)v1hF>j$|8TAx$>C|!shJ5zDW~0$!w(9jJz!b1pl}b!qHh!;BN)37)e0o$bh+uL#
ze#gB77W8W96e?a>JKOj8n`e_nI+1PETKuL~sv*F`9l?Lb!q;zi;J~L}+eMWsFJ5{R
z;J}czP|3&|OnTinufBQp{Of0rUR<ACFnXOH;nWcAZS7ijHk?q2$=f}=qVK-@^N&CL
z+k>k|$BX0p=eN`D=*PD|zVCVbg$y3=A0}6z+h|-KUp#&E;={);Fk622&G*lrzIgNM
z(~q9egm^>0_L%mFVefc-M8)k95Q?KUV0(yK3}vg?<o5Cs5(S9+^>T4@d4}<xe|5B2
z&@|L)Vxu3>g-z)1@zY0xQMc8pV6jJ#sWnQ2ac4MTkH|<C%@;E8CqRRSLU>EViDbN9
zulD<+TtU#ks6>Ph##?8jSssnsG-zXuO{XGshS6}_#mCvLft06thl4G$4|LE(0xxT+
z*Tkz|Ud+1$9^<q)+l~MI@BfDP@OE1aLYrlujv*AV`Jz)S#lYP|oEQ%qL>jxT{GeAp
zTJ|w_U7fFQFM-NpRcox)ld%}dgoBH^qUo5(VSrR1{HwF|6lqBKrV6nc8d|^Jte2P%
zG5^zE!njDk5~CD#;lp9Ofv2mS0d9YNdyNC1(l_{E<QAa9k_#I2TP$vIoiv*zltaPF
z2)e0+W@iW9o52!N8en;dNBvfDK5Q;0gJWPit1(5}G#~MoQu2uXm^cHm1_1|4p=F_~
zm8k>3R)##twi5RVhimd*v>2C539<uRA+Oz#P6XkvR&z0`g3CoP6fyp;Jca3nWHlFU
z6cfFArd>{qdqt;P+kn5?DpvAvFdWcaiD+d~NxV8?pVjLy;6?^HPN<({6>rXNo1Pm`
zwUlAagLE15n)7i#WB`^}W}Vz=(RlGZY1OQX$U?HRg!d(~lSKS%IzCLVQeZAdPhf||
z<`GPUMlK=du8{8YVT@wZ-R*n7{Rip(wse1MpX8%VV$iDWc=a{RW)>tbK1(It#agD2
zNOtaSRq`o|K`q%okR2RAMbK+i_>;|GD<Myk0+Z6LtzpViO9g|=MVd@F=jD`lqh;xp
zDlGQ~aN=^ByS1{tdkAja>U1)egKFj_GLq~c14wauTSjIlt#Em1Bn(<gJ0G>P<zlpx
z9~|EMEpB`kH)bUS{(S%e42ovOq2Hp%Y$n~=q3;{eE8{3(0mMTER)3|;1-MKh4O7ym
zQflP~5ig)r6XYqXd9rj-u}}4SB5oJi(WJ+Qkv{74V>0&vNH>ZQqOj02D|;O%tz2yE
zLz##NQxuRbMhHJkB^Ssqdn$k#$z9^$lZt{WW$8u~5vMvvFYJ71nfy%oK~ok@)RZxv
z*C1fP5KPo;0fucdo??dxsFuMPt*e+x@I%LJj}Dwhy5u=wGq7KST!E>3=Y!us+RreQ
zu)%Z^2GwCoWaMVB2>5+?{AiPeQi7)oXV!EuTrVe)u#e(0CP0{DP*QP>qu!)r@l+&S
z&56BgG0n*gzgDyYs^MKZA_P>tSundOYOEj^!?_a%b-k0m9-}^)iZ>edIRD}O#qZ<P
z1Nok)CX<!;M2{UJJ~2+v{jg`D`Xjr+(ns>*G%8FL>7;b;E{RThi<ruoOKFfKmPl}E
z*za&AWWN~=yBGsKE-Tqy6l}h22r5*LMtv?`UyN$hM*>wY6;iAQSofD}6|7&Jwx~ja
zJ|VJ2u^8J`p8Sk?eB0R82;Rb3H8Ob-U63oV+cSz0<h7bD5{XO;t3+qCl1H@I#hy_i
zMOy|+=5Ua{HG;v>A)gv`{6;E~Lb0%0Ex5v1LSUU}HmFfs(~K0xkLUC<eR=K9cmN}t
zmv<vNhR|spLfEvBy@iL&2@CivbnP!c|M`p0|MC9CV_LRPj*cN3&4+W!wF!T-6KK)4
zRB4=VuD<#DkH35S&mZ1?bbU-6<k{tV^YahC|MBNPyuUBMzXHFID?m}=_38QJ`_FD~
zo*b{wK6~{!)7KZT-#oZ~3(^ZuIEUFK($<`^=?yFhu%L_C0<-<ea(a7yicz0EBjkyz
zb6jA!>~XN4v4LDn(Y{8b@suv?lhe(E#}8Ra)>{?q$m{{Hu1;`C;Y)7_rbG_^5>kFD
z6^h4#Kpay9h2p_h6KH4~L=~3bV36ovrUN<@!M}t^mSi>9>((g2!LMGfFxV8^wH*7a
zIDlvvq(w~QNp^xzdPaj<gNzQ&a+B^Ke)V@yIw4WemrZxJ@OrMMXJ@mcqwZ?a9pbka
z&Dyx-YpVtA)pbz$7iX*6%hlOtyk7P(;UfdGooqMq<57)2q#bB;G@6Z?pq$6OR<}zz
zFO`dYKfv&LFE5S;sBxKEDIxAT@hCv9TD{0$&8z}S0xKMgT@fr5(a14)4F)r$`Tn58
zFHCT4p!$P4UYiKq(KuC2!lA+frCx(zmT6Y=$WV-FY!)dcxI9~QgfPfM?v4iicLDh{
zkPlWKGyszZ1Nc82bXXkmG290+7<bUtY6XD#9Kf-`gQkRN#I_UPd$kZl(F%viMJDjq
zb(@819!GtUKj*qO09vGj<S60WSMyZEX!6w0P<9ja)74nRcTOTst099JbYo9ahP)8b
zO)x6)?eHgr>Ox)%;YuvZs9!#}$zjpBSbwoD)KL|r^Vqcb?JY))6CKQ=CsyD>YvQ(|
z*V=H`yX`KE30=Z!((Y}2AYkS$bQ(EZ7^UnGIK0q>)T)rrhbI}k4rPL37{icsxWk8$
zE0pYRX=MBS6=EBCaHx{YsVmYepv~_~w(qJB4s2?A9%az!z0B(}S{)Ct-`i-;+uxP%
zZXvI6>c>I`GYThF$n8=}r3Mv5)*Yu_p_2md($i*bl<g_DQN1J{AYf*rjeDV79&|d@
zhx<Cw2)RqqHh&kwm*!wkEFA4Z+oAuF-6a)5AnS=n60xMrks?KyX^fZxHO3kgV5VHo
z_S0@qTGfXMpA`uUfvcWRw@P`4QY=q#{zu791_J>nR(4u%s3P(O9X34A^>PWzG}CUG
z?IW|j5B8di#4RmLLAP7f1t=9Bvle4jlXg`=7P$;NM21)d4kSb_xIp6j?QSQkSCBN^
zxKo|9>3pxBoo%YMD)uByTnw(T*BD?>X{du_hnz}8h%M421*<LSccQog<K={~x4lJR
zf;=XuE`pHQ_%ji&MR~w{3ssDHDaV1zX+xSTW{W{D6s#BtL5%LGd1Pzb<X3r>SDU#M
zmV<1wR$)B~FHbB?<IJ1jRjs5KbF?``1EdSVIPe_LM7=x%aqJgRd8psYCNPkNu~vdD
z&gWW4;pr4H2#|QJ$_OW7L<H@Q9E%Oi<8~1jO2=b@$TMAbN6Vw-66OhvI}$CRTszeQ
z1T>WDquGE=Xth)XFv}c8;3XEO3e(f5)%Xh8tUyhJKf@1JC=>{ULr$Izc?8)E2tMY^
zTn<)oz~^*1O;~3m5omZ8N`2gfO;L9pE=q#jF7O^6i`gVWrzLCxag}Cyk6Xd&QLQ0R
z%2S(SZ5Ur_Vj%C9&LYc;3!iyQF6ARJg28R&e1L#PX17vl@P;%V&g#{M&*Ab|>4EYx
zz=u3+8zVv3A!ajDYM2eLs0=U$9CnPPJi9n0i|OmjKfHSR{p0&2xh^(~<J<G=Nq;&Y
z%?F)sm1Sz7OyT2lvVQ&QySLx`5!5P(AiT%ttD~R3|LMK<^$Qt1-akyP0Jrgr_2%LA
zqo<Fbf%AI({N;<M&tE-%LFRFD3~+V6K3=ZYM{5j2b3EtR@G(cM&P22Jg0<s%Ih~H_
z<36Efdv&xpKi#aMPR!=$W4s+rr_*k~v*6FM=AWOePgg7fv7G~0pqz0u?u+pXdsZ@z
zOhc_LU4*G5Tm`H|{#J|b>^yKVgc=a3EE>>-@QjhduGLHEBkaxyWVdP=W-S=<>?g75
zVmnXAypaI5)!?X)eZ9Px(CoqV#R=N=tH1vnqfrZq3+%(1R-jgi?c{9SoQ#{Zd51E}
z<*dWb@${HT<B%;L)7Na$y*gW5iVDb+^Wz0OK9sS`)A4Lv!v?mP0NEZ<T{IhYC$wz$
zP_a6tQWE_QYdtGhVF4*{3uCOJW0AdT1<xDhxl~nBx&*|C4;u{H?_Bz$6nmd)VbE_9
zlSJs_S}}vsR+&uEap~te<g;m39ONGxO?>{HTsGbBkV8x{#j)YVa|YClWFqk--u8j4
z64H-Eyxd(xegMmCk*x@ek1$p-OkdQ>36LXhWZLxtUS>IhmVOZi^Tp}Zs|w4U+hyT)
zz_mqMOvj-#6!77<=!mRmYt6jPN;{7l##e#K8BipCAiJrM7SIV!%i{iS(fe$As0HN=
zK58F-dm_jdmCR<6%^^EPT-|^zKzy>Mv>3GfLYrdS=ym9Ek}w%Sm$jPIX7Kf30&G_N
z)!fwBiE+B8?AV66TdTnwb#U*uI&ct5`PQA^$`7{KDls78+j60jnT>D>P`uP~nL(qr
z=&`=jaILWE6|fZGuTrhTJqyW&NTXtJOD{X5lh|v}@f-ME%DwIF-~N`b#~8-IqmoGQ
z;j^UV+oG;WCqGc^?>Nj>q%fme;xsAg0K$RKga(x>=rE8{Bo|574m(8VE5-?eiViYq
zyIW?J6p2hP?D{hPUN_UGT83d>uRLJysX5qTF9~SYsi%fpCU_Srx!<a>sSY6UJM=~d
zGnYxJl5Axn?o_~zX&;y>C?y(@QMB;GBTCVl#6X28=d`foBERUwWCih+Jt1>Egai;_
zV6W(p_BmJzqiL|N)f4n1!ayRx?{?>M4DVSga@f0Zg~3%ZiJ+sg3MU(hHj5!)y<Ee#
z1vcBR7UyFeXT@5rftpAR5)Zy!Eq|xpuyHmH+6_FRV#@P*&`_{zR-o7wGitdMrHBEE
zDM(cFfUB_Sk-*TL_`wlLWEiO<RR!61(fjG9E~DSUqR-RT4cd!>*Fm?1`XpHJL1aEs
z0%AtuTP4tePF^iSK(Xgp%DV6YI?$0y#jL}uA-`9zP?inp!c9O1QI3O5zdr!A+G{tc
z00Mx)+MWOlPBE?$lRPN|ug8-^?#gDt!gOdGY7N?*Niq`KzxM&p`Pq1c0-U505f&I2
z)v$+UF!B|x0)>1j8IM;>IdH2)l5?3fkc>V~g(64DGVcPsxe?+Xv`T#E6vK*sTR##t
zWEHcI%`E=+So~eFxec_K#ROi$%08Lj5NVVEolwZIFPaUc9pU&Agrs?Zqr*Nve2c|o
zC5NikV)kNQ;sa&UL%?+?UEpO+gmG2S<%}A&hEcr=N4e1hA{!ASrzhg^(wXkI;;XbL
zf~0A2cN)Q&@UPe`Q&+)HA4mu|S(2gka^>^SfB)?1=T9Gfa(Z-ebMbIFSx_@XlOsV1
zj->Q=Q)auIuD|%=4{yKy^X=IKT=$##@_07?!%u(s{`;Ta-<RKCfnUfK7&JTU`QpLV
zgU?@mI_fk(ef|;${;TJoJbU_VErN_oun8Mhk|#vo*0c>BAFa;M_|G}SD&BXA*Bvd9
z#a0*MKW8|OM#KJkg-`4l+Un72J)Vq9l@c`k)5{H1*2!!_$_NT;tKCVYll?y97wG!}
zp&p##s94D)n=;rzcKSrXQ-FzPDkB33_6l!4x_rJ+2#160)c8c+G;xzvSci4t&(pI*
z_MFacaEX>^#JO1XfJOB9Tmf=V;Pm*_ul`P_Rh^uy!OK7S=+Si2VV{U+j8H(c-#Xq*
z?q42_d-cVvyE+=s5QMsQMh*9BuvrYQP8X-^;pNE)2maY{e|<DWTO%0Ad;ehAWHOwM
zsY0UC8thPtW+jSBSZj`kt@*SA0fT-?21tsq8Fly#VM(a?P`TPIYLJpV_70z1E|UEm
zjyfQ}rn4!d8uKUbgSi}lObZe~fO3{#kX$E=OJ*uKjpQqFRInmJLS#l|+=AkS7>0!&
zwisoa7+lKOUx2ul^Q6qO+=HV5Py;|L2}|bEtU0(#gdu$q3ZRH34ABCG0l0UTx&iJ-
zY^gwZ+0p%oZlR2I+hr;XGMPv+4f4UzYUY66XA=R|g@q)a&63K<U5DRrtKw}LI%vdg
z%0wV0xhRyxX`hJt%7ql3EZ~!%$N_dyP9*MsRx*rAn+g6Bc6A8|CK_BQT7qwe>VsFA
z<rjBk=<Wz#fTRFNp|-KYQe))0^Ba8Kd>8@?8W993QuhiF-zqs(+C;QyLS*@<mP$Ql
zT=7b#BNQY?Ao(HF*A_cR@`>ahHHQbn8?Tg^<ZK?*0PO+G^S|Jg2vJJ5cN|8Rm<Lvx
z^C%U9q`z}VvA4~)#0pY<xC0=|VIXNH;jc5Pr9$*$F{9PsmM0X(7-Ue2`ba$jg-U9W
z9gvH(sVU}GT7`<GHY1)8OE77I_}Gma-Tt=jaF;-$%OJ-F#(-qisdbWlvH($!KT1io
z2}|2S*lUk^ESZo82?Yg&(mlZMu&(R|MZ{~R7Mjj+zYB|C7Dy`lFFa9<A!vOpzUWb~
zXtg3==;hhP9t@Z&<O;h*t71QGGnp}w!PO+tf)kI@qNvZ-s}-X#79##M8!0brHy;Rh
z1VFyHOB4s_-|3S^<~NuR*xrb&vV%@W1B@bW2C!~7g6k;~z)l9(DvcZz3zNR%s^F3*
z63zM%m6J~);D?V3{R&-<M*(b%21ec>h}*O(IgW0eJKBxfXfT*fM=VkixN^xjnsKXE
z=a4w&#8GBv4j(U!SrJ)_hzfg29t(>>L|2~pxCI97B1u~gHG=^mnF5pCs5?NFVtr4m
zhTF|yhk7Hnjy}kBNb8(^n62`e0tNz@F!;~8;PGIDR4#)egKH+0Y10!X*m(jhT%eJ*
zk*9#ZR?PR>oocy?ji2Ol2@`!<_~>a#0~^TsYd9XWj^!e7S$H5kcA6_g!3cGZcDvp0
zcS3z2K7?h9`3kCpi?E>$iJ5YDivcGX_3^S@9QcR(htz@6Ri&Z}65pN0s8(aP*TUS{
z+ug@1Xt$W*wC(S016kFm(7PDYV2I!o<4l7q-%xLK%7rpiT4ctsKZvvi(aUYO!JUht
z!`blxS{cUNb|-aCZi`;5q=ioaIXXyy>h;UtJ-T_$Sao@Pbxnce@zv3MvzRP8wHnt2
z8$SoZ>+|a`KL6?MxBq-|dVe{ZU#w40m#d$?`|0i5_tV!eWb}CdF#ihR>2x^0xw!u9
z<*WH<@Eqam<5!>1fAi7v)AI`swjerJtD|EQj?7;x2C&uT*~!`I@skf9KYVa|bcDb)
zp;t)!8FsKWI@#*_3JcgJo5jg=-sfGc+Zs;?rAnTVBsv&Gcc_J>GLjdwm0-4m6ypPm
zEX}gWV*GiCLngxp>QE+~%7eWsClQp$Ka)OU7-I{`4y%xj0-(Uq-hh-85Ak8VO%$>b
zVE_x*pl<hj1Z=WB3J*(Z(4sz%lj)0hDRKnQo`3Y=lSh+DZ$4{XUM|=aV$8Zcn=)>l
zZpdkNCR6IU`;AI+K4~7Whr;N^d_`MjEioJ5p-r9~&#>83%)OZRHz!LVtAOaKMuIla
z$hVqzCjHuKIf8q?n36e6wmX!F6Cun~pFJIS;pDTbBeRJ;r37D=Qbw#HC4!%2;9{f6
zP;kKBbw19gy<o_e&2h(YVA*8=ErFgC8Fm+@ER4aN;)~)Ojlx!d|IeA6z$0I_*Q*l&
zNKgS>NLAtR4|}XOI`m_9>x^4mLah4$jvBQBND4+ZL1g7lor>Z-p-6?j9&B5(3}hbT
zQ6IxzqgD}(#?4Z>ki>QD^_pQj4F;8v&jf%o>T_afXRX7J2FpF`MYdFIi@+nWhU8|7
zQbDo|r<uoPM~uSU%%{YBys_&*b>X}bB`i+S{K8-WMS`s*v<miIr1LxuGrR^|;CP=f
zON){rts1{R^(x$B7^1kLuy#}&Y~#1V(G5@n8$POmC_sT_L<CYPKit_es>Sw@wnW+P
z&f(S_$=;4xPr`9uBi%!i5>-Td+c@M=&`e4txO=Y!Ts+Y-AQD)-BvzeXMf;E5_|B0f
zv8tJu<g(qnpjH`IV0ob+;0+_`iN_v)7pqCNbPwhO`ap#AB~9NBOVDnElMhaouZe@p
ztl0IM!Dz^t9{F4-rigM3X?C^DAUotA?OJKXX&?fL;D*ZwCl#2BbTH_%qK$1CloF7k
ze!B^r1)D+S$9g_P>rf#<MA7E8>uIv-RIp_+<ivy(D(nSrOSuun&BE7BWe**MQTkP@
zh&aP;Cm#)$6A_bA!cPYRyxnYsSxPw(LRrwo1=0FNagq}=ci8EyP+buW>PeoGOSBoe
z5yM#}Q-_fV;nAYwdf`FR^0{OT@mAq+!exK~9%+=VA-zb<W4P9#(aELKe42wriUEn8
zI5-rPx}eMIG-+{~3G_-b%+ig;ViaV(=n@Kao3&oMHR|`PMRX}YQ(31`Bf33$x3*_}
ziAG1gV>TXbmJ3W)e0(w%<`a`)FSQH!!Khj2R@2RLnq&$uXS#68=*tNJby1d?Je8eJ
zJ7&~kE=zbeod9TqD=fm9h~^+nj=Uy;SJZhw0=r=~k-aET7wQkP;wKP9G=N8q9fD<h
zB|}FK)%F72z#xZ%08E+Cwcd3*cH8w(Aix>`kSzOqUc%^j{A-{Sfk4>d3h49(uis6(
z5|@XbaT>I+(y>v6dmo@+$``bl&0dd7sXQcnf*vfBDAX#wT&k4r?-5R6#VD0xlC;QV
zQe@Fmv0x$$!Tz19EE>8s?3vYscU>Un0I=%yoC3RzHb7kXxP&Zx$Xre*``-v-HlSMO
zKgz^0lNpUZJM1+zD_|Erp9(o-T^icH{Ne|AUyrUHAB|U+CpTxC>-l&!><Ep&)8LfZ
zW%`<pkG^~Rr+@tYzn`zKj~BGVot&>uaNWOs`~Ca7^7||B3%LSp0x{O#o?m?N`V|Yt
z*DpSO_3Xv#PhP)x{_^bn65<4JBdin=wwSHxslnWJdA5NAe?`2J{UXrS^%@2~01EW3
z<25XY<z|H^|CXU_$Z`=6(x}HTKE2Cnv{7#NYHS{J`D~LMAo5m)bY5h&o@0pOyjQAJ
zSer4bk;^ONXf0s$%4GAgLIDU>f-Xe79&}7I7@*!D{$NX~*K#nTF->tiWZ~Fv7sw<s
zHXz-AsfRp|J)TS=HH&}qH~&eclwDjNvlpd^lG2~!<4I%G)+AEt1`e*?eA0%4I+^xZ
zJ}ehqWT)%PqnjJVKib2`!+w3U>~7|b`KUVVmL`Mx>1G6ag5e6MeYcro?t=Zr7nu(l
zOl#y2XX6f4-9T1bEzws^XArd}ATn4=u2y3<r&y!`sS)ZPP6k9lIk&Tf<$sBfk&f&M
zyKW*Bb)~ZeyU3WiQ%QQop-^(77yP1loYwLLelU*MG-Bf($%5gIgz&*I%b|vmxT;nQ
zC2*9@mY;(1e10(O`X~ep1lZT)XsKiE;<40gS$MGIG>I#cKyBm5NyRAnjmEk8cv%Ev
z$s>vO7bkx)6C+cQLwfX^LP2(y-ee-cPlSz37}IqEk%7Cb!Di49hGO>@0?0`C&SD6<
z%+NleJYnJ@_6S4?zI)hfg{^8gVJv5<<X|{6>s1gZ2!)|^u~;POsFv*qJr?#yjGY7_
zi8o62wtb}T^?GC_9Pc<#@VChJw~cBUI0cU63;>u?NG3WBMhK_~Uu5X?ptK0m?d(vJ
zs65=-y7TLuyB}=d`L&WLBGA;seg2)8d4y@oVpOtNJY+Q~0*1;1)`E7O1_UcHN$K{M
zPI4&S+D6E7>ePz89qvawD7_LFmWsdIrdEIvW7wmTk)aDz7c!R}7N%t1CdwiW#4{P3
zu$dVZdjW^e33o!26B*eR!h@xF5%r9Tj%(qj|4}7nkmFB?JtCSh`QWQ3`6--m`&&uB
zgE1A!3@#{;3hMXRIU+@pko7r?)l4)K_D0<(NJun6Sn5G=ANZ%OMsD%MBs0+<&!}WF
zb+SGwWm1AnYc;_TaG5nY$FSJ3c4XM+=f>Be{s&VNRp~g}xyTgmu+(RyL41XePdb22
z6;`^a-yib0K!o9aBV;K&V;*`hwVbx-e@`>$hkS9rjUoiTZ9cu2&CsS~2RUzb5#odE
z#kWWQk!Xwp%oPq3ivS6ST17AuwNvo(qY<VQ8i)Y@@mH|ULviJF@aW<F(XfM8jq#;X
z5>p}Tc0m1fe)G&kyh?((i28v=U{c_*q$9pj7kFN#*Q#)I5>RKjd&M%YP2Q%W(Ez4X
zI1A*CAr(XI^Ar7}W17Lq!RieHm<Q(~V=b;ij8BPxpJA1~KL;Y-FIefL*D`BmqCQkO
z%7glY5r}D`D4@Wyxsu=GBUDQGl-@EBh&&>{*VAmacpXs+kW9op9u5IE191ti5~-bH
zfdPpcQk$7eqCwj7`Y@D5*@^>3b~-FPZS^|M2Or#3C^%#sfLI~IKnTKQFvuiQ+K5<U
z8uX@Qy26*m#%L9J6D_D=EhXHvy&H9WsR68?-Z0_|V1o;|V5k@<X5xV3G@1Q2(7|?(
zouY6XxO+hN%*If2;ooB7C-l*&*FSyz75?Ez*N;z@7xypjpDa(0rmJ?f32tK0opx%%
z#(%uI{+ECGzrT3%-5I--_2tR(gifMA{{9c&eDk|s$es87!+d`QO6fHIcv^+N{`Af9
z(ed*qAAj=n*^6hNynOj7(Z&VQKKz%H(J4aM<t4?Ar}Q~qo)dv&7s&#WxnvI9emS2_
zLAuO@__dsG)*DJxC-m#|x+5`E0PM<;GzXYU@nRKbRK48lw9~nKB%0uDpZ|;}L*VVC
zj538%C>Do`#X%3pKG;w4+&zpHopQTb#2*ea6gNA+f&ImH3|bg)txmT=fi;V>dL>B&
zkEI?bS^P+7P@ALfbkyLGiAP8-J79`{GI4oz45$C>lyE@bQ7%|&^(F-SqdsyOivVJY
zwORo?#$;Gs%sE~QjcY!JN&)aS!ye)6s6XlEH;eXahSep;>h1VwFzV!Hqe{DloE0Mp
zIEAFvhg}a98)!xWf)?Ko4~XHSKWJWFA2%9h<|N9F7mF#6q~1W(OO#6)tY0|3aCV^r
zP=%Ptgc6x>B*u6X2Bekc|H8B;d0=X>_P`lOnyNsMzk>!A#iND12CJfw%K+&b4usu{
z94HNr`ARd9Df;~3QU$OrvsjH1U%+C#$>V{C1j*`_ZWik2@<<_J7LNRA!o&pPq}S-v
z<sO{?gc=q$uyS_P@62ZdugBza8L;YwLw1;}@H9A9<9NYWM&?nglrmp&)MpC`O2TIc
z3Z&1(ytu*uuKHb+1kpPTAJs(;5>FC)IlI|PP>xSj%lDI!5LyTQFRZR8Kx7_hRPx+v
zxv$b~$5xS*;QrPfW~aTad-UAVXNRDK1cV6VFyh+>%Zi|+RvjLo0+0eAba}{lrqckM
zf<%G!N^!VH&CtC&zois!`|iE14?d8SUX<-yiQcP~SmF`xV2(K~I&A0^CWe?1h1j)&
zv&*4XVW$W4r8?N%z4HMcXt5TQOHr#dhubtfLOBC)!LUT*4@NHopZCFUpj8kL0IACE
z(r(n5v<iXrR|~}~h8AQqx&%E{#RvpG9;uMOosvF*G5}*P+2`L<5Xr2{V?W&9CPe8r
zs;TEDq6mo#+q|f+HfXt4RAVEBp#-{3)EmJ~^)d#hB9T%e4&Wl<u~V7N_(XOVbiZIV
zz%#{5WVefDBBB%QRFf7rSjgj~dx&`~!XG-#nAtM15CRdEKpvNa-DNz2g)G1-t(c<4
z+Qb@>Jywi5ZX=X_gJ{O23(%-yH_bvBzY}j1xR-F*0TyBQruP%JJ>)hZ6{S*{MH{6>
zFd6`gLOrD-fwJ$g-_N!V?V7&}a29hHnL(r{as-SkJQbnG1H>b2LI-y)<*!yUNaFDI
zI3jRP5x)MA!02NmM4ICX`IlrR&u0Aaq!$5E)Qag`A~foWSPErDoDI>h>eT{AHhc@Q
zh>!g{ML<pds8DP)5wcrOo0B?hmYc|EGz}p}iSHA?L>}iqY%F}}WLvTnae-r{pMr0t
zPtv<P<aor08H)x1@|>St#_7~f#W{!(8OCo`$mQvIrOXs<jK#ml1NGLFN%P+f;~D>J
z7ZpEDSyp}ka7rj10{q1V<TQ$^%m$GWOC}}Y$gHJePJ>Va(;lTtdMKkHLPZC<nyr0^
zD5_eeVy5Ex%fx2TYw_DVk&G>-Zg*TQ)nWm*!<g;Kd%8te1#4}+(QC6~gP`q^(aUZ$
z;mIe80o2W?f@`N?T7%yB^5vIbefizx$^G-q?W3E=XY1n?OOQr;)T6GfpG)SWfyk35
zFTeWw4=-PQb$NVA&*RBrJs*tz?N9&wyZ6)A`=R6)a|Jr(GN8`~7gujS`E)s5K6&`$
z<+B&hKYID<)ff1_*c<-;?A>>N+xdFl`F$SQtmAg3Nn-Dv1Pe&8H;^C+kOT=5jUWm^
zuosD<x-`<vXwI4Aa$+aD*^QkzcI<VWIJ=JX+RY#PnD+gXABM)3<rxh{qW|vibzj%#
z;sE!7X$-r$eSC6S!&1FGuN@y9*)!hXKRY=+t5hmyr^l?f0*~jlnoh`a>FCMrUGdQW
z7HX%JOm-LQlc~a)lx^PejpAkc+OcEX&rnpfZ~H-+?7oEcGH1gE5sW1Q_A92MabqLK
zBSn%zI4nST?I$e4(29_()Tq(w^LZtamW-R4S~6IyTPr)VRGBS$P9e8_d79^?4@Q=$
z$uEBYcbAstlstlK>3_VwELYA;^~)=*E3wT~{QhzE`JEhrdZ3d2?ox5DdX&C6FJs-`
z-PR62iCQ3FmU^evgBN!v&z{t-&fqlc<C65Qa$$Qf8LgIf3;8X7qK^_T%mlR|Yp>^e
za|55hln*v1@x;n;?eO$eB|y1Y%Ijca%~HTE(V2)x+1s+HWeIej6}hLCjfHex&XW?g
zY+iEdiJ)9gO=!JDuwPT_vlhj#<=|o)c7&#8?IySFGJM1QK`t)UuSeLeSx>CQ;tR{t
z{>$@AbD8}eT>jl{pZT#ueixvFXRKV#i&jB}r&AQO1VfrV!HN?&#-_ZyomA3=mme%%
zRq_<9S5hcXi`eviZ7a)MKOG+C<Yq!A((pjnsNCP|Bom%X9`B9Fy)BHuS8rGI^aKpW
zV03PbIHQ+4v$LlE5rh-9etbB@!AtruU&(fnFy<oWG}Vx!c9);Dl(6j(epORlU3WVk
zR9C~puNhVt{#6XYQ1o`R4Ps0MY>L6w#=742R<XuNm@mcuZ%{(SFfSAt>TOpWG(KWl
z>FMq2Y<yHFqu2c47vNf$5<p0#0pEvAG1MDG4zVEM?k5I%%~60|&0l{Bs|Ari01DCN
z$LVM60B8*bTgcA7w&wn}7LyW={X%$HqtI{<8d$&P?)HW{)1aK={6v`JU8CX%q*-TA
z&_~(XZhOlaJ{umv+gGG5?>QBeG=;mH8vI?N+(@u&?e4{Cs;eW2*-MW0w9Sl-t<En{
z9(a?8IkAPw^@T}3{KU!vC5`^$De&l9kR_talOsXz55)%UV`@T(Zw6&c_Aw}Unu(aZ
z{3G@$6CL#orgeiuYoMF6%O=-0P<)h>MBYJ5+ljBGrInYQ62{prch}bg^7$~n7iOC7
zzhM<oyky>cJbQkkr`V+7o6z2ddU`zPx<tkPoGzHD@DrfsAzF4f)>T0TYtY!LSSsnq
z96mJ><`x6UlD3F0MZK)O*6sdiViYY*5)nnO5L-Zp4q+WjRTGz>33YcnZUb-rSz`B6
zb~!)mo*Owsao=rr7P{YnmW6IUNHYeckXE9LUiCC~Tr0B>*S&8JR$nO{@(AP)4i68@
z6riYcqD)YNd2PDAqjP?K(TdiV(?TJ&v$q^wTUhjzEKW>#k1)uM=W_?!{FR#2KDB8d
zmkSpcwS&V<Dz$S|_92(v5#eSsi!RH6vj?!q60SGoBo`J~#C-NSt75UBtximgo0Mq9
z6i^0x{g3X{sDdZy+Q>Ku7~+~iDvXC86bymVX@u-$wj8jCY-<fT6<s|;!((l29ZdVa
zva73Wc_pTbXli<@aCn?pOCW)Oq0tN%rp@%Df!-A!A0Hl>n?UQG(5xL|5$gtN85kWL
zokqXt>j(MU+DQEH@n8PtkN+*l*Y)MoXLm2JPR?~Z+5;Ty9|A&eu5J3fzJL1qU;l4^
z{qeisz)kRdo#N#j6#v7Y|HaSK*Jm?&{Cr3Mr`+b|X}R+H{>4u}{vme6n-?#C{qa}d
zzWL$pyN{>m2vkObO&FiE(-Thnv-9(t8)uc<t4kg*Di^L7(AO!@{p0KNyIWKV^msNg
z4zF9jukulu0A@LOklRyg1Ff*92PmH4u@De9gQeh~)|O~uQ0mBCncVK`+6qrT)FGQ}
zitlO-o^(SLh$wF$vEJftV&U+auLE%dc;EIiX>>`IiYejpPpyb+JIU44lRQh(L2iru
zb&%bm-uTr0#qa)Bduww(ld2sT%~8*uo=Mt_W(wVFo2d*k+49rd%K7O5rUdT2<Rh&8
z%NI8s_;?iQRIGfMJTC9u-Qb%Yg0dpso2JgiB&)#}vv?hs)36l;w4<XeH;Une9K<Ys
zfY%Vv=C>+^J-U$T>*>=A2?ZTV6~}eSsT|EM4R_DU#%PBE!EL^^9m^NAFKw;Im$}>(
ziC7aj8oOMKjRnQNG^owZRa2Qo;U|F$vo_|l`tTr&Sw>RB4uj7KQbzm9X-?zy7~t*d
z+TuFHn9Gs|Mt0%(@Np#<48PfZKm8z|kx-)^@Zbf8G$F&KS!aBbo6A8qv%j_)U61K7
z;u(&a#q|D>M(`q57OjnXxSa9%f!FxGWb-BF)i1l!(H=o9V3a%!Py^x7f#`gAF~EX_
zm~(~(dTAW<6GLPxEGe{4$;Y9-j?qvLqSUM)-q=8Z_iCzJGy#l_xaf4YG`on@J@{%M
z7(^afEHYhl79oLKq5w_cPB5O~<ik<TPoq4IKK$wnBv=zuTcfe9Ny*QHU;MT_VAI2g
z9nH;LVa*S}>TP+{{^*N73^7)*wl;DWHy6A-TGvol&-lQ=aF<%2PIUU709@bIQU4&&
zwLn~38#(#?c^4F_VXpq6P0w;945sR9lom;*83^fMKweD`9+=0P9(>In7LnR)mo*sc
zYGds0Vrf%8XuKI8(c=@|j&W~=sDXZ5zcNZ(rusVL6Q_<_-qQx@0L0n=oj_v04gkvj
z%}bw3tZlC@?yfJ+h6gPTJ-^`TTRNaO*W)6lqk&gPTac@&osqbMCncz{8XmC&<f69+
zlo=!&(%D2IEa^Ns%hTacbJPICQhaq~MX~jKa6LA@Sksx8_`~fPiCZgk^An+AAXa!%
z-v#5vV$NvC)Wo4Q8Vd12rIEPe>-Jwz^CYlX5Te{H7Ap=8=1k+(VP?-_QgYO529V8b
ziLPkP=V39zk*X|0t$B$y^Hch`dA}J2d*S@tmjDVeHL))Ry)ftfPK-k|Wl`Ld*j=2m
zhm@Rk8<P6JHskW1f}d0!W0>J>bqPRhl?D}%Qz8?lCKVg;L>yk8(TjOBpGiA*N;}44
zTXS<!KDgk8J;MmGq7l{HGB-Ep?Se!a<qE@I^Hx~`O;z1Ri-QI8uzB3WQj#Ta%VL>O
zc5&&*dt9zoQTT)?_fk71)ru2YZr}S_08=1yeQnjew-MjW<nnHb+^&&Jl_kxPU`e<O
zgMSSSfUvqTU}EkMDa;$e5;8>9vRUlwQ#sVp;&jp6*W0Hhl1vvG8ZmwK^@kL6dgHXU
zwGWMiM@PpdC#Q4SGBfG?6xD0Wi^Rl*nmjQwD(5KtNd6Lg92;aFz**I@+TYjN4Z*6e
zYf1TLEcUBk{;Lmf|A6-O<ofCT;}_TGw}<jc`-MHK;dUA{Xk!(x`_;ew^Z)$I?|yT4
zd1v}M35wmyfA#PF^5@Ot&qK-Q^9WcVo>Y(Tt{?yUmwzPu`1bjWpT7Iy?W^xzzyALE
zM$2}^L6Wmxmk^``pckS9ch}wBle@>arxdZ;ndyu7>(z^UsP=3Ab6}UF%H!L6J=28}
zLKxmwN?W&_o$R`qiJYacY;zl<b3tm!8?uBEbC};x2Y#>(jf9)A0DG0)!ExZsPX>Ln
zn*owyJ5HDv7_{c#JKD0R+fusC4Zh8-v9Z1si_QiE$vQXty3`>T2geuTE0Lf+ag@(K
z_~Q2;eEAD7!|U@>t&+Zfa&~cj+B`M4iJtuoGB$gAdwhJHLjcnmlm%5tuHW6cb47ES
zzR1&~)J1h4lb)gLyp}IyH_8Wy7Fj<+-W}IM;xd!ovJEtV@$K_&?R^5PqBLM%SnVm}
zCfSL=JL#RBly6m=AD40Oi>3W)EnkL9Jvj;@he{z$Uz@SRVs?iV6`<)|ddAR7!G9Qk
z!Bo*xscMEg3kx#|JDCRrq!ELnkk`JlUDfAplFOxSb(!~qy2f3PqX{->6yo_Oml5uE
z5{qtCrBq06#T~${Z*u7!!epV8C6c-L1Za!(7$TdC%*AOXsKzrP?`&Glu$)cWAI+;X
z?$Q@2S*YZWS`}ZNU78N)lvaeJm|VTRk#KmC4mJ(wI+RT%a_KEkmKn{Jj>14CBZaKZ
zjq(CPBB)C-ajnb=NV4lw$wu*1T_R;Ri8HRtO^+Tv`udB$o_0Vm8OX*ui$9gzoyh0p
zj!)FAapAlEt~R?Z;+R2eu&afTH8nmm6M(}y+M6Ef#SZs(5viIR8XD^Azxuu3Zut5a
zBb^Ow@H&88jY8dB8g8@*p?;0^<4O3F9{3324~V^z$6@QsmIm8KPIzBG&bZvx-d0!N
zQLpw9#J<@Ev%UUNCnN>;dE+BIe7Q(Y`|jpuCK-#>(H<m<o~h74v%l5YJkZg$Fflwf
z&?|j9I@E{bk)mV?fer_>3PjfF;Q{FY797?uSx&PA3aFk$`O2lqu%KFw*)OVAdSIl#
zM>h}>DV)N@h)(J-qdZBi@xem|=@_A8Y(!qp<LLofQnD!0)~^e4d}EnEd{$(VZI8NT
z$L)D!wF1Leusx}@a}H8;ke8l}#Md+xnZ^UNvP6H4%`YHu_So}IjH)jLT_;${{b~Q9
zAa=Gk8^*ZO3<+R#iiB2YK|2SeEDb*bBW#G`G;+^^pRyH9Wu~~9$&gc(oue^~bR)Wv
zh{Y88KtKeG(TIM=@u~5U-UlpwKv&%U6s2`)T-3&Lb857IYkgriu^N<ft;}h14~p8o
zut8NOMxj%+Lo)U!?FE<A&@U3Q09uKz;??;BWkyR=k+7SE0mfo+a8N*6otx)qn=_nP
z%n6YYzN||d9(|)Mm6a8QHI-5blE`KBr0ufdXZH7G#~lC-S73UaR?Ev9nQUpDY`whv
z?8U2h-+d?XOv*zZ^YNfN65vC6C6~*R&4nK_`JC}Yu3HPp<OIwE>RrES*8Y)i-_taL
zF)=buixY<I>F%~a936&Og{*4^onYy*f$!_5BMyy+BLf7kiAjHEh_khna}1A-fvJQi
zpeHa;LYYh{9@~`9Ae2)nS-i-PbCD^+ruZ;modGO77@8iNm>tL9b-uxhk%)nXncUe*
z{`m1<y?pwfo9p`Q=IPC|qvGjdwv<a{B)oIG*)2J$*!tb={h$BY-+p}m>$?Dke|1`^
zAs7DjU;Nc?e)F^M>+_jDKKFZS`YIR7cQ;Re`uGQTmsjs!zW(uBfxwS%-u}pSUoIX<
z1D)0?C$(du*7>=$qu*;3u=CSnTG?Ys$BQ%nM-M}Cs2x`fV5cY5+uNrw6^F%Q?jUzq
zDjrpxZLuO81FZ#7ZZ@*H3{8r<!tbQ1I+Ig8q*!g28!DZ_xmhRFm>ihFcJ`#P_I6Y1
zr+15oL4%L0KY!G2lId$bKqYL)H#ZX!c~0Q;C0Y&mDo&T<7K?6TV=2kqqIYC<>8me)
z@zoc<m)YOEzdOCYs@~lA9m4GB$&(ZIu+!7R%{8v<!NvI@tC+7T7Sm^ErP~`Af6R>H
zWi4m=dUA>EwS9k6xjxMu6_SkiM<rXkB|iMk_+q7!u9PTXsbaxObQdm_e@y)^MwZk-
zsg$|CuGuE^4-5cvy|}*?mcO{5E7maWuW!$4XVrs3UgXKj($JXN^Fg(2QspQ&2P9kw
zIZ;MNYyeXn@LL-Q5({(FoL=O$jkSeDVkw{B5xdHwr2(rgFIxCI9?OJ58yTCHR~B{P
znZEW?SlxjpKp0FV<AIxNCxC`&gsD&;B=r52JsZq)seovK49VLs7`j52D`ZoLxt(Ri
zCj?6_vAM~f&XyUu^zg7njJl%zp!0m(poAg;tZn?#EyG9@o1auhxt9!J7t}HI@__p-
z*XAR?vw40pG&Al%-pd_iXqp)dG3EF&;)aRIcW~9`)i>?5Hq>{uwe)nh^>j1~7Fsys
zg_^ZE?Wt8ZfW{2m15|uIaoa|S-SNR5i$Vl-J}Z0)<}Sol$-aQEWtTTJqWrF<?yLUR
z2Nrpwe8^p0Qx-P^15%JM6kQl!rm5bphOfThn~F}3g*sa>?rqlK@r4iv+uO!%FnQw@
z=(V?zyjZ-X!v@;gR0wso)Vt-3SSlJr-EF?x?AQpoj4RBwaE4UTp)9hQi>$rw8v@$Y
zsJh3ViJ?9^orGlY-8j&K#bv!HB?)e7WJFtz$AlqmZ4L)u+*N<gKr%kMY(x)>pt9)<
z@PpCBOxy;tjpbkxi!E?~FB(6_2YZQQ>nqS+gL09pLCZPTL>OvpArj^av;QR~Vx@Ae
zFW|SUxSBOP&5w-^6M|gyHBj4;1;g6(45OWigea#B-BU}v#Qba#Phh(1?(k9rOYlAg
zLfK3h{RA&Y$3lIK`hIR4M{Xy6QmcB;8!gUjRZc5+9|c1pgJN0SQ`yR$og`!0>ayuC
zB0CxEAHDR)Y)E_A;84x9ZXx+Dx>G!g^V6D3nF*~q5ztIy+qz{r*l1^-h_L~N|Me(3
z=*;%oiiLC#V_5@0rqc)U$vK6pDEu+6dNmn~tPu)7eDduklcqL@9e@-u1O$d)cAcAs
zO4B=~K;XsO_oufnp1yitsUE$4`|_xAfD%JObLNRzU#_nb>eK1$$f!8(EPYP%I9VUr
zYkzB%5|<AU{aQMO6vl~QKGq;;cs>uxg`2yZ9XX=)_3?4q)}Z}vXlQ6|cFwYKnmZ25
zUXhgdM`##1wWXzHu&;Np-@f`G_m>&0hhWPcrlhE^kJ#yB1RZ2{YO$xYySKwqGC+TY
zhUvI$V*@+8T(di(2H=a{kw$A1*F2>(GC4h}hayNpPK5jeO}bx?7{h?al|E)7<z@K(
z`#-t6es+I*e|>uK^!C17IA-_Cr4Q6QBHpLB(n9TwDu4MO{>x9_|IwTKZ$VjaG~EW;
z*MIoaKmF6s{gV9i{r{XEfzn~=?)K>){PGW<U0*%BzWLSrAAs_{egEsHPhSv2Z2FGM
z3|x6URRD@7k1uboPj0SR*8RG?zq>uDf@0yXUc7vMZwz~Jf5&_O<o3yv+sBo1X>V_*
zdRz(w96_d)c@s$SP<t&;RNl4TP_!0bH<!R$F>D(u4oe4Y=WFXL`}-*wz&&+Bn*o!-
zyVvI}DJHcWUtF5o!}QrlT;H&`r2i1=bu3~rQki(ef?xU6C)>P5-mYFXL}`?;ufO`m
zS6}_U)}ia0qpR!cajghCaeZ06e{x)_W*$F2VYyfLqf5vbc6M^`?(MCdBjnfBc`3ko
zr8cfl4xT@*GTR@QQl<P>t-M#rBpzQB5^K}h^u}R9H;~MfCZO0>eAx{EEIrI^3IZTp
zG4rDkLD_?(VQsimH`k|6?{2j^no{@ocO^uhJiXQ7OKS+o|0}aQyTa$II85R2NJm=(
z?&!j7WNK=BeIw=<8!#7zW*^v9E;169lp?#AeeT@cEa{9mX6EF@o}HcIiHYIUZ)|AF
zbp_*&w+rUCXZk|wzzxGLLsvqgFsH@Xl&40S#Yh2L8*9+$fuU<_9hO$R5Tbst7`4!%
zA?R#d!5nCbL`Ej1;ikrS5<zREwA=VdzYde`4nt8J|2exaynHGVC5|cPldu9H3Xct0
zbfRdw9@{Gg`>=r?O?^}>SuL7Le@`b$r<1-J44__VVAG=q%?))e^>q)v{1P{^v!x-p
z;)i+T2W?R1#z%$qL@a|k$)0x0zQ#unC@_{-wuhtrR*?-s_hLuu*T45WkG}e%wf<pS
zb5mcRQK%j`f<o2w;H!=XJo#ptRa-;7ajvVW4t-1WwO%5~dehfndt+Z)1GYJdDZq$n
zmTc9>-PYUI>=yzC=U8V`-MH$>ju!I_gqL6>pePZ^x=k}9k~};0?06V(-u{uXDm>89
z-`>>KSV!X`yN!`7S{mn|WruqQS{o<&yYU?QI^6P(zP1iyA>~SHAl%<+oQus)@5WYk
z?8u}_EG{kH#zW|8dJ0$PX2>_#0h_Dy$@QgOZ408pG^LS&Pt%v@aE>f#dSSqu3x`~=
zNBjG&nZ_&%)fG`Jr-+u5w#%L%TSIYOCn-g)r0>Igc5ZscBNTY^BBAKac#F$@cc+PT
zbii}oDu`-5Yvwh^pwoM`@D`fK%?3>PljFmftD>#B;C!`jzowQtm)<YsGF|~1&vhEe
zYw+!(?LT?)BAw3R-7!$%O38q*W>Mtac=ex*_mY@W66|CfE6e%)6ug6&M!*+V1v=PE
z+yZPE=x(!yR&fPfwz?QWpUd!7MWYUMS|AgF8ig)4yqQ?Vhk-@*Kb-JRk(B&gdXG0z
z8buiZA>EJmGIJa<SYoEhw|Z~n4v%i1y*|6TdG+S)<>iTk30qnq=y{(msfv(yKFl3}
zEEY;fRTV=NH<Ovi7R`)9b8&ta4^SOBeNbf9a^J1;x$*kjSLat}76jhHkx8?8fVAt=
zb1HbqXg8vfNqHkrm&d+c<#v5TfRbo@^iAWVFFRWs9Wd;DRS^vhA^Wx(-_~Q%(7=#R
zcpwvrhqmTMOo|~5@+v+>I1`&XNM<9rF@B-IA-axu$yqN3X0RzIt#SW6H*Ug*1R1uP
z<e$WPnVpcB-um$2H&3shKfSuWB<0H|rHekuv$U_h?Cz#)57X|(#o5hY{pH{P^7}vj
z?#+*PS9e(VkI%0D(_jCm-~8q`pVPJX=llA(KLS4TUh;i?{OQG$$4{?r{@~+J-@g6$
z-FJU<e~*ZDs3@Bsp7kr3zHYDi70ynpY+6^Eht4l*)g!G#l(5^Ii?dqk_UiQ6-Oc02
zH;->0LsD3)(Wc<MYG>udwv7Uc4#mc{k+DVPE)9Akwy~CFI8VlRlIT=X?jxZ{h^k~t
zdD<F~sj42H5W`qB8q;)UZ|Jj8U&V%PLR?@n>U*YkeQv6swor>6R}UWF((3Yu2iw{G
zSYl(I)?^A{uC06c^*7&qLHK@rcUmg%Suz$i0qw<aFH6s!9A95ms@3AjNrmZ4XX4Y_
z<GY)R-(TIIKfS4D_cz$k&W^KH2#eDG?Pb{{N%%5=U7sDC9PLxUt}gPm<Mj4+R0JTG
zNuJdXa%pg|wbN>*R?VH9Rt#{Bb@jkhYg+k|iJcvkrR`!V%b%ak?s}+er$=0HbSD5t
zh_f9Au-)y2#W~VHniYeNqG9%E;#h!JWnkS{Di@F)<FKwSIQ(^D2(ENwxME@7A2OxP
z&az%vm&~d)Sz21M{9STISYN@T*jD+yGF>_(J!Whk<-M}0Ef7giZQd~AS@|%l_7|*s
zM}<u)Q7zel?C63t^-1Wn=raZ?$X-H#8Xrk>v<Q#M_0t$|u}Ax@wMZ*AZk9$yDQcAj
zJ0%72du?^qRRinZDSk9GK<IFp9PVoiCM6g8`G^%th#|hcSp(7HTm-L+k()cK{+q8m
zT66=oNh#t;_Ovw{z(oA|d9gZL@uTP=q5i&4^wxd=OnXMqFxMAA`=0jp_Qrb6)ZJ_@
zWEr|ySF0~(NH)&3HZ(DS+32;@J?dzzH$Dw^2RwYz6Adb)^7+A6OkXIeLtQOytD(y!
zskPo$HZ*+od!{@8V2m?{v9g72Mce8-8@>$pv+fUs278*C8Wm4BeDifrOP#$Z0tQvV
zPDg|vaBQ%XfM$wofUr;&smW1`x4k623)U4gUnmrPqNDy{YuzKuCoEGp)eoH=QztaF
zIAQ3D@_Vl>&Tp<RX+ZRt=y6n&ZKmSgg2}RjjLl9Zpby4JjggVifK?ae1muY&5H&Bp
zJV&*J`V5@&1EGo0QE@?zdRt=h4$2zUiuh^=&C`U-z=bDLz`L)aeR+BW?!MP#+tqG~
zIohx3X~MuJ-{;alG&B@lS~4%exae)<-1ACMGKKz!FP8^j&K~UU?j3##pCEwwV*`NL
z9YhB9uY!$(d{O@(-NuvYC(h5$@Eei4B|98#%sGCRQQ0aq$$4+)T;#a|&NtNnl?1$H
z^am7^naD8BZ8?}HkrP6Y7HAY^9@Ro#wMeiisdy0#1U&HA@&^abgAQd`>6O{(QRk7=
zc3dqZpJ7y(ad|-~8c>&f8(UeUR^_s3)wi!-zG4ZWU%7VyazD02K}_xJY9=zy;p*(|
zrGtJ*cCJlG)fsvqF+0Ao?u@gs8em(v<1#)wR+bL(x#ut%Dq{=z`NjFbSRa&HPI&DM
z1$)Cmo5W!~kDVRF(N?dSF|W$ehY#x7S{nO0o9V;eNA%=|hQ@#`(bI=E69gv_C%U@3
zJ36SoLqqWRAy^&*<rdBlS`G1iMk)FD{G^0(uwI-Z*o{b1K*V@+6U6+pBNyFzFw}=w
zfuz_c-5XnszIgHR@%i1e>!;7IAD<naJh^(h8&7VpZmch^>}{tvJQdOPvy<z;{_Fqy
zfBn;c_xkDE>yzut<BPZVFaGK;{_2na;EzA|>+#R`|8sf-$_Ix}ukU{P?#I{n_fIab
ze)|4LuKVx5`}MPDuSzAC_D#_B+nXyc`-{uV>JgyC+41oaBiPC5xzg=Qsmu&^TrEDi
z<qfMmeT>X{{`%EB;~73!0c^F9K0QAo<0$yhv76x3GNA;WhN*3)uDyLU^X;8@N=lqR
zb!}xgwUN%mlga{@W)<<+IBaew159C%gT#TJGqkL;cHk&7ifpW@;Z9L~(00Z{mSu%P
z=H#R-x2QR&Qpud3m(W&KcfjdC{N~Hw|K0xu&%vhe?6kltUpva4R&&SY-MgF8(<e37
zPagy)#|4W^^VK;I*hLBBixoe;7h^d`WGx=1d=MTSh;U}a9xrPw?%P)<xq}Sf)LyZ$
z1JjB@q4xUXRHOD5%Kgd7K^2@empVDC*vWKub|P+VZyP3KcC4o-#eisWl&>D;%N3|@
zxyTi_AIB_4tVlVD#^`knyPAiW=Oe7tEOYxTCdmz4{jJTVgItoyExM$ZafY2<WRmHZ
z6AVVxvSWUJR&<LqTDcon?(SXybdBOytScP|_-Ph6RIy+nj4!2k)=(V`Z`k+&c_SIK
zPf?v|O|!MOnA%!>a(!%Oo0*QdoGnMEhDW=`$NB@K@5r!=h*TpJz7oCAU{_>(P*guC
zXbzy71I#H@0<L>Le$tCYw43RlT)|bi@Kp1M+eQHyacGOq>lR;Go^E*X1yU;nYeW4b
zo?*?0?ajef#Z{!?(SycEkML9lAz8$gHX5r!g7ZP0P`}+4E<Q_)!LLsWvbPKE-bLS-
zh73{v;1Q9k<<S=$Q)ZaX*0!$p&Tqc>YSbjwr8HY_QJZZV@v6J2uCwXUaF2B%rhQ9a
zM<>4PP)|E{J@eIA|A0%KX|1i{k&5k+Zj7uEya=`>%9L28+8~mh)eI?bZf-GbDc9cz
zy+zx>8r2rFq%jcB3I)HhzNhIS(_37vXL!VyLbF;pGE8eJvPKk)40WNf+EF%|gzTr}
z4&*w86eKc*9+m?pys2Q^=5Bv8#v!LUeS38YNS}=hJ#}Fsyc7v10pw)Z`n%xQz_Su!
zsAFSjrY7+T#;VzI8Al5~Yfrl*3&$w$^$3|R#MI^8x3^<PlK+!>iHVdzsCh{7RGgro
zGbBts;~s#y$w_86i2{3J4t#S3Y@ZjQPDc0$VlGG*X~$W>rM`H0kls%-SuHtfOnLpR
z8gisO0#^OZM5&PWGTzuo;K8bXm|;#^U&*BR6m4Vh61QMgIr=u&788iUuo9f`v6Wmd
zPbcG^ax0f+%~WyuZ2<x1LwOMH@x@6`L0G<HY^Yo8GoQ~OL;EWfc*XaAPp6fg$@at-
z7nWcsL=Sg@)5@H~h`vbi1cNPK-fnzlb|RcfZrkl2msu@SN{$%o+*!FG(cqN$B{13w
z_dcyYn%UnEEN*KX6fn_f2Tv|IW39Z5_lR`1dvsjPRtoz*3`JSCwzi(Xd{sL;gU}~j
zYkZuHL{vX`rwk0rD)u!sHc_-lTU}ipG_c{2Cxm+1<;2lY_rU&FzHxA%dw>JXn8y9p
z-GyQ?6FjR!lu7C|J_Y0l8nTSU)N};HI<uP+bp!@+ilSkMhiF_Q3LobqQ-~82p%ME>
z212F+Cm>vXPJZvOxk(|8g%>Y=c=7bzyBFV{mX6uFoaZ*z66n9lwYU!?VQ%K!TJ_>D
z{{7$m;ZOhS>DBX#>c!>p*@ste{^qa$_E*39;d8q7{(N6Q_eVep*WK0QAKra<_4NMb
z-Te>Wet7rl{i_#mASR4eLWPHgyn%`nou&S?Ry(OyZ|xwj@W5_PPEM;7qsr0E75?h&
z)4Rvd@JVa6$2U)c@Z;HOuvSz3rm}1^hIxgAu$$aOh6mB|f##aOz7<af=+0HuXz;4(
zbh1#8xSL-Kej()K^t450=G74;w%GOqI;f9pHgZOKCr!5e{lJR~Lk-zIx4WC<fUj0d
zH&=*c$9H#Hj}D8aJ>TDCQ1{@AZ@&CpyF7+;5Y+Rt!pU*=^eBzQ|MaHJihqA6vspen
zH8@o+&x+6QPb-!E>#Ne6R~N-X68`JBvRf%8{U@e+U63FZ<%8{VA@%D146IdeQ6ax0
zWqATXQDpd6I~14aIlrttd8*2+V){}FX{jN;kk1FpQ`(UP!O3w^*vj%$+|uO%w_kTs
zDizOUlckbC;{KA-;o&}u!XzxwbQrbus9G|_Zf>#o#?xt10rR}9Xdof(sb7jNV@3uQ
zO8^&fi`Nx1n8%LDl{?IzU!CYZ4p0@Fj^FF939bfwUn(H2O1I)m%yPN(HglJuPNNgl
zKdn-WrE#v1+byfVtQ9SYXBJ@7JHnHSPx{qEqCnVE3=MXh!GZ?3zV^Uz-_;3uN}_QE
zG;P~9k}2ibro*F4;Ga=8rLoS|4jPz~yQ>dAI+4V64Mt$X`VIA+QD<V5eXF^taXJ#|
z>7qF`nxorWnq7282KqrE!~;>yfxN7{M*Dk=0h$?6SPcLu`j(Hq9c|t1ZRD%L9zSJb
zu(wZ=vF?lCfmijP`Z`^>I%V-~5;5mn8y``&dMpzW=>;cSoAg3Xj!07iEHTd4(O57`
zXGaJ1Fis8{!1{(*o%;tGzW$o?Moe;YM99CPzq5r+eQa<5B!8f@hf8aUAG(+8tTl*0
z+WPp;3ijIDT*AyPq3)Khpk1hOc4%OMle(wNm}kG~<}%wWLYjpe=rj9u^l1>7oCrF&
zQT_2z!=uD5eEay)JW8)ThU6YntA+%>R6SaE%KNEBMz-JGSarj2?4=%Habw(EGm*sd
z;y%Zo72$$l<AQ2MhB53m&;|9HL@)*_5klHg!0z4Ly16(-D0K*dftvf&5h?H1+uhsU
z(W$UzI0T$J2JuO;98=ebY#-zZCy3jX%28x|va7v=k_Mz@xRIzuS=kUx42SIxX?hA1
ztl>ltjbffwxIFohR65H!YV611@~;Z1ofj}qZ63Mv(N_J=$!}mIQPIkdN~N?wreckS
zdA&x7#CD-ri7qS#;;ecko9@V1R4g|r;o|RFVx)xgvY_`N<FB!y1}UJe<nnUV3(^;`
z{qy!4L6uQ@kc-(Y#VxiFQB~Q~*)=;gMIS!ku=g3X>Aa*iB1-vp!*;0rQU450lQ~tP
zy|a}=MqUvwk_B4SSb^ChKuRWL0CRWTU`7iva?0&lSvI(xUR>_+@aNMWMU$;ft`moo
z0hB~{58q)|uLw$en|KQjMZcLWWcA(AO7HFL?CI%)wO5R)l0YvIPd>rYG8W!eZNiWh
zW^ZqQf8WU1$n@-FeSN(GaaK>MCTqmllCCh;OYVFkEp{<POn7E&e0r40Y%Iv48Ug#d
z270>esrx&-jA!aH-oE?8H?Mwp^Wxj*k6#>@&NerQ`C{vzj3x_<>r2s<g{5lc{4f9V
z|N7O(-#mN#>b!dX^y=~ZSMUD*@Bi`R$B&=;_4w!e|2aJZ#)79;*B{^i_}#l7p5Na8
z^1}}w-hO!f;?<kiZ&+a=ZWL#0&OX1m&?`jky1uY>ytvZjh!<a}V1Jput}d>g-9Lk#
zI6bObOWs^P#+~4-Izqz2Ti~uwQS_G`^enup$a<wL4+-Db^n7G_bvmZ{S=z{9ZzZrK
zp-fmQ0$v>y4j`@=!wB?&V!yp1Q3(7_1G8C68w&#db4)pr;Xx^^QEhEK25XVpiJesS
zJf@9U8nnd*c_|v|zWMsg-%iA1*EgCgk1f%TDruC7i(1-}@$R;&6)13vm9ubGc8*sU
zaERq6*OgjD>u&P)tZ;d}cT(IcA8g%R(aMaSd&ah_lYDYBYAbtM%hW3Shq<kEYCW4y
za7hI<<HgL`xvjz8<#nx8&Rt&A>~JqR$x7K%PE(D(yPIrvJjt5o^cL;z2%anH7Uqxd
z?8Gf4O97`s!hHg$0pA{WmFLQo#nfW_v@=wI5@1@BacfFtlc}98>3dsF{g^A!DfkEq
zTbyA<!CZ1Df0$Pvu(&ww?;7V^Eu6#?@eSjj$JTX&Ys;P8+EAJqTjykst?ZH6>`8Y6
zxQDo+b*+nG{vegf@6E4F4v%Z*4NcDg1x?^V#N&#91<{$c27Ji(baucHX$Iog866s+
zmbeNB-sj#PbuAE2bRnKBOffcM-(h-&Rc4VgLpWla*OS5t*45V3T>r=gMXeAkku&|n
zufODcfg57G>g#MZ^fAvc-rI5xbhUDw1-36-BRW-I--IZA{{V8nArOxK;g?@_@_M!N
zD19R^`AM;9@7B)J(&!g25d@e&gqk;)fwjV`x|jinvijTasD!qWoE+*CMVuYM6dlBx
zAdwAqwAsA%cXf~TcTWs<PACWOX}1+M_6&A*^t85*@b|YhwLbcKdSnnxtmV-|e?APg
z+R-u&@6Wsc@C#<MzUGEO)!UMlnq0zRLm<dlxUZWi*VER(9yZiX4eJcUQ25I3F1Oay
zlw4nCbK;hkSkyKs?MT#GogUv>nh9DXLj!0~M!tViY_K4REm565__^aF%ah@x3Tyeq
zkzqIhb=E*+dOf++{gQ@+O28c3j4fw&4DyRea4hM@V@@SfUT1R)=_A-$4e+;hVtx|s
zf=Rfmlh7y+$b)CU33u-`B0pmaHPEcAa$?R%!x*_qY5^&Ba&~TN8l|7-Up){-R3uj3
zwpOd|@9!JQ<B6@A*%{<39{8im5!X5~Q$Ez(!v9ZXk{2;nrBZuNhnA|MgDmtyy!jmL
zb8UGQ7H{1_#ajU-UN@Bim1o|xWc&i!^65i!16HL_WwV*(C2i!h0fsg*;ZAYRt6CsT
z;k#s0`|*|4RAPm1zfvqtj8ARqXhk;O@&?JJcNr`ae68H4l|ygk<o@n<dT+<?N3uXV
z6u07w^HZ|P$I4>UyTYA_6Pk>s6dOr^E}<xc$*fnZWyXIEoCn29)<l#}EiEllUmYk^
zcwyGN6TLl%552?a5hH`)@TkK}fB)dbL`3U$Pq*qv^A{qkJu>%YtEY(wEGgVisOrMK
z50k<$LYzHjY*E)^R*|Elp>%4`lf&+1qBatL8nmn$#b)W)lX5%ukD4DHv<7jB#Y0Ah
zbQE>Av>4bnRyN+g{eu_JzJLAvJ&Q^yU(N3wnn3r1ddHpEQp_n?pGU2B{U874AAj}n
zUp~8iep)$te0lxs@%`Wa-9P;F(;t0K*WRD+>*xLmoK~u5N7eUlfBE*+4;RN5AHV(K
z&C56M-@gC$?YkqDgn=NRE|(6judcYcKqpR5PIL<0-dt)RIyIJ+OQ;jIWB&((kNb6T
zeI*Kc2T)NxIV)F@_Lyp2zSn?KeG<`U*vpyE$v!?|G{?}gc)gaQ%lo_+pfIU~=yx2H
z)!B1<Q>6wcJnxoUvZ;(?+swvuE<mJyXblu}YkMt?rxjmXkD1dH*R5sKcv;JSFR5HS
zJ3Kin^7c<mP1E6j@w@+=8RPL|P}mARPdoNedH?Op%g5K`va&>gs-R+i7c1-b^6>O%
z@2I#7(pAWAbA0jDpI7&9&mitok1z8t?@tVDSEmPa6WVDW-CPx`#Uu#WVSc+@+&ex>
zpPkrs?BKp0mD1R)#p2%S@xl3NnQN|Cq<pzYsrdR*xs<=Ty)wz#@CIFI`8|(J(9u-P
zuB~y(ZNX@4#n)WFxaF6l3qFv+E)8u0XVQ*Zxr>GLR(zG@Wg}x!@;Csu1{IK-vXIss
zNS2GZkdsq$i_x{c%w9IXk6XXJxg1-W_TbyCDEx)h^*GZg?KGuabD7-$)PJz==&$I}
zNgV#j0(UL8fS7@;kyxMS=*yR~<I{uFvm-O=WJW_ah8pTzcgPxp1AVHl6_@mMwOZJa
zIaN?vngp1(Ip^$1KUCvDAAAC?gRh)r148j0R_QoCInt-o*|^4CGch)7^kVcH9O!qP
zZ{leutF^Uub#(Md7j}2FHq{MuE77jgsm+?MR1tX9EY?#0ptGsI@xeFnq$U|82Ma-4
z8OD25d<~4~aQxWNVe~E;KwUpNo%`FHdju7mn{ZRPxOEa4i~J!C3Z+36IOn!GW7vL^
z+dMqn-tZ8J6-Q#Az0sA3h0K2%)iKoF(bZbd0i_F%GG>aS*-_GX?8PVB>K=YVss=b#
z_UJkDnE9;XtH3ta-V`!Gy2QE^TKdog+nNO)QS1BZY3=o)&Sncr#xUp!<(PAmVcq65
zlf#2d!Pa?Wb!L2oc!)v;zRI75+6skA7Bl$HMHs6`yiUBLf*s%Tf?3gj0>4Ve<Iu)l
zLs}X12cZ+&8w)?My15r71FTdk7PtJ;qGcYNy1;0MA1y#(h+CMOlbbVH2^YY$nuiDU
z1@v^uOEOdO_-RG=>|0m6L%{}I5=VxY+9nA(718T35kbt7QXR50b*a`XL~ufAD;ylI
zL^(HCy#&*lbnf7wRIbRKEH7Zt5v3MER%xoptMK)+5rMv`m8F@58HRkE3iH~u2rxUT
z7dczIkjT!~y5k)q>Zf!@cxw~KW{-_6#g4VZ_XN$i3#e+u1P3D{O9-OG>wZY3cJU>k
zFxI0n<h+gOf^SkT91!||(3F7F15?71rl~~S#;{Z@oK#DR*z#$>K0M?QV+m8xX4YZ=
z;1D}H6f-(t{O1tOSplrY_EITtTbol=LmU-U>9&rJ@rg;n?~TNkt)e~%MW}pSx{9n4
zZ4Uz<Sa0vB1J7XJL=c8#L(^v3)702963CX;?c;sU1-()*&J95j#+Fhwq}6;|b3<c8
zLl=R161svm<~blmrm-ee5-iS|g~M=g1~9wY*>Ge&98sYqDk6rgW5~O~^DJQjIP85y
zC=+{p^YY`H7eBsu^0tuG-&;*>QU^Cu+v$VsVQfiAXBCsSR=xb+|BwIltB-&3?B>~7
z<>=M@%UAbr{`T+w+xOr9>T|yy|9t;Hr$^u#N}_uD?)8t~z5nUBSbqQN?f2h)|HFrm
zAHV-tJE^79DIidv9*kZPQWlTp@=@*N^zkkI=2*v2*+KLGm;#aY@}yeR`B*zXy}7<Q
zJv+a7a#yJxv5p&~thGKFxnouam7^l&JnbvkJ|>gfJIr4kwJEmJ)z#&6dRM)ex4u;)
zb;}lDXD49+>f<<0?}=~d)=?qNa-R$&AZi$SMqX*rCl)DePpI%H#~6=bv6tRDJv&Nl
zZNO4&ZSO*@{{HX&a{)jDPw{Z?;{52iR=Bz-UY!@e|M24SqEtOXgs55?mJUr^iN}{k
zE_f@x>+{0pxphbK;=Eu=x;jl?9PK{2$UlEl^DDc%rhxnUJb##3E9DZI)Y?&Lj|g^p
ztg1WkbTNQkoE{pzs)zeH`RC_HhsE6Sap~x|XmeXCVy+$@pH}?x=a8qGc)9Tr&rFrf
zV43}-<M}lE>+~cQ&}9gK(Ne=mv$MOsCX&A&-!X#nyyYN;5}#mbtI&}=C$1_sh8{hm
zoq;w5H<nE7?(ayUQlVC&t|^P?+M@RQyDMyG`FyEdyuQ7D_Tv8ebKtWA#D`TQ6%!y=
zO{XQ11+k8&^_Zf%<t=cDmC5Let16X1I&*9V9z4N090a&{vOAjVx;xu28nxp|wL(;J
znz=UDBaZg>Ig>{MPG->LXkHrT)&?#Df9z?QbJ!jk0v$DOb+ompx3k1-VUFr*!#jd7
zGH^ji`O}~|$d3pE5Dine;JMnH8es(F94%;EZ<-!{17u3;=xuLN8;vJFN;?{CUtO38
z^>wr~JnH5Z?`*Y?Tb-R~`0^J3u6$prdGPid9zF=56D{=voozz~p5cK=sGs0tnb_0T
zZUxyJG!wN?4)s!~j6?kt1|8Gj_T6pzSNc>mwzZKM6c3??O}lSh?O6Bfxh*c~Q3w+3
zWRcJyWQMdR_SCS-q#ote-G2Jy2&M$+eXoki0HhDLKh!(Y-7z;hOtxB`n;PtHM=G!@
zM3ZouakxQVjm}K0N0*r^)j^O10|5Sla>H37v4t<heHMof&nlhK89>W2uwlsW1qQ=a
z5jM5WQnG=mYE(O9m@Ws_@lU{2i%5^NL7Pb%yegesUtO3tvuRjhW#q6o;z{-`iBk^t
z)_?V-*ro@VEVde5m17lKE|p5dwqX6;!K*hJ=L5BpMhP7sn*je@SXd$-Svra_qV4f>
z!B<eQKpVXBy?+&BonKz+fzbHi6-)K@^|q9JR$f(1k6M0EOigxcXmKN<WMXS&$!nF4
z4plLwV~8;5`}4Dr`&M<8D;SN86Qj7|`JIwRpIB7>`XGO>I6q^mV{asj(ZQCZvBjk&
z<C)s|)Yh)VBCH0vES*YnwzE`7hGOZjE~&{DFIdcEHD2tJ+4Z^x`di=tOFBko1v|4W
zY<rfQHjExFOr3*l_8^mzEH-_~2vFqQUmuJphoRxn((($++h#H)dPqQpznhsH_r;iY
zHslhIjEmklghzNiVOf=qSRbJwM*5|;_O6!JPJTuMusW<y*1T44CHka;N4poc>h{n;
zl%%<p2-<MNk*%!^sXJ<6J25>kQ95GDh^sGuIx#~C4fdXa*fko|P4atnlb{&@v|n-K
zFHFyV`0z)s?!P@Qo#xYp@<A!HySF^Il+SX+9W2jM67hT|%Z2KH{Ez?m>yLkOe|=vq
z9=&_<?#12fzyGiQ<K@e@pVPJX=llA(KLSvzHz()Mp1l12!^c{w@YDA{ynprj?W;HM
z-~Dg~!@^vDT2nTp%8}4@1i)IxW-dQ{az*_*JS;GGU7Vhj56cqhTvn$i9QcH=ldJ3N
z=dWI!oY#mv^r+zEXaMk8vxfJT!1bc-0|&`7iuRbq>@OWVvy#b~Jp}E&y{+wSyRj&7
z#+D6<-lV~-?<={Fwl{f}R?S@;_=FvyKN`_WbQV1fI(~aAdUbIK+jV+cbi^(cVNVgO
zV$BVYe)qTk8NBsTm9IW$@y8F3%Nmc(SqOai@QP2(yuq4vRI!5G7HNd1!N54FqW&k~
z^iPj72f59Bc9T&{)#I~Uo_xOj%-vP_w30eH+{*9A(mN}ANs~_^pWT98J*gdDUK|;{
zYDe;jo1pQQgRuVuE7eOrlFP;XH8Ren-L60N$?Wra$0JrMXD$A$0<%FC$(HFWSV^o$
z**5srgW%A*+VSmAdCw*J$JBN_vy-S4(z#5KV6Z6Ru(G&WUs<s8g>9rjT4nO!=^8LU
zc_dx9WG4#*GR&`a6g5_p9i^G7GXccbMe(DH!cPbuo5_tNL7<p7`Uad=tKPljK{2}+
zoz@pf5E~lk;rn$Yrw+LsFb@kpniPpwY}mX*KC9WGS!LL?EF!0<Ox;~R!-sl1Nl5@;
z${cy%8JVp1`c(zNtIke`Fs>RNvJVA>Nt4MyFMN0Xqi<AO3qO+8Ty5GK8~D#nHT4g^
z?(1N5@33>U1EYXZ3FO-RgLAq9pyo$kQ_tkYq#b+P>LIuK+M8?}ea~PI#fdaO<6r$<
z)CJce_I|q4h}+a$-_}$IojN-ba+^$9fK(s@bhN=PamZHcXOEbq6=cIhW-!se?&gQ1
zeUKF0uo7a7gKdqVv}j}SSW`x;raD%x_4&of;2_e4@6*)`qw%n>t!1#IBh=G{&e7WN
z2v!2n-VKWk4FKKa=hMXMzW%bmqjM?f&>nE7^jY%W3r@!7=2D0uw$5V=(!+up9#u)w
z#LB!dV=&XuO?rb=;9*dw;MI~$??}0B!_pUX>1ye~45lxNcqmiQ+u07Mz*%L2(zDFr
zGcy|cR7*X_!0+n6pV~F-uP!bm1(#P%O)<mv!t5NP2>`ny%g*NJZjjiXR!9)OppfpQ
z!G4D?OE=jA>Bf_jBTR^?(J;s|ElZ4fBeuqsomgGRWX*ZGieE06tW>+&i<?q5&E?C>
z%hg)V@)HNxtVB}VBZ(uTMx(piiG}HLdqg7?cb0hzMME6~bDH4_)_!_?LfNGmj9`es
zX8yqZ<!JDO;hXpNQn{SvZQSe!7DF`SJu{|~zkoHCmQ<duXu;-TTUl6G7NU?InVR&L
z?dfPkGG1O>bU%Fiz(5gQkSYoerwGR7;?}l`uFaEUT31$N!Mp8~@pVHHE874V*j_42
zgtpn=5~W^QLdj>v^fsGzizkpBrqbD5awj!AH{abARAYO~Pz=4%tPqC=g6Ye?H#m|&
zPPFkzHaM{GTr%H9B2(SneRM~b!$6~AZ|v-q8t!ak8f<ei8XV{|IqL@4l7fjw$HG|m
zM^4PbJ+l*%u92B>GZ{L^{De7hI_woVF`{oGp!8vdd2@Jq$Y@w|j)#VqX6HYC{L>fr
zAC9!l9i8X*a@*^Q-&bT>(}>N>tH?K4ujy14ZS}_wzkXr!SUrFD;{D5~@BZPx{eLfC
zzWdy-$3Nfy&*>4kI0k7rygk4E;r(~yt?%D`c>Db2ckjM?|NfV?lQVWn_*82}6WB5I
zeL++Z9q(MR<JoZ)2;Qu9b9r%nd08oyOlB7h`sZ9#x>aweC#>e>qe2|+YkOlqyTgAq
zH8Z`HjLYl!AOfD=j7PN!<}*7g1$Wr8ef|VU`~acAG*zkOjA{%OCXIN|dL|aRW-!ZU
zHU*OKKP~SJa>Ct`+Dr43qT=UgtY{{XI1fA#Ow~2#74!e{(qc>Fqu>6mf2OX8>Fe#=
zdsGT7LRS~%qf%CR5c1X2yPNy_+h<QN7iY%~vkCK(sZ9RSoR(vNKiJKsVu~yMiHKr3
zzjd&;S}X0A3(0CJRV(v&B#(=`)q~_gI$l&lbc)bey1hMn{pNX%)vfpmK4xUf?t}CD
zuZOu^+y?cy>GX~Xje?iniy!2Z8jcK&<?=pLeQb?wUOHh#w+MLA(u{VPNty4ZD7LEd
zqb#PY2gG+sZm#Yp@%cBH>m)GoAC#SJC%4F5tX%H3vhs9hXNB*YaAtUA=#4I=Wh}S1
zO-fi3Qey$;3!HX6%CXN^Z^Gt>-sjl^_}bm{T*TKG^SNC_i1CS0^_okoGd@od9mC<V
zS$qH&?C@}q&m0}J4-)ogC#K|tVbVuJO!)eeRz=P@>ARH8QFxfLLNa$_p`p=%uCamc
z83aelPiR0b5gQD17JGJkb0aB8Jni9Ezt3r3_voAYhhMUJiA?%p*e*-1o>s=Krci&k
za&2Kf03xE3@odb`U|;X<m>6WFuOH~?WJBs{ZyfAuo~22(Hy}$egLO7Fx-wBnoaNh^
zni{@&(9f{k-cH(Tsrv@_g2%}4fDxfTIx;edjy^RK5<j$eo*d~J?P>33m~U+!>FU5Z
z1vRzGoDUDm8=_}gCQkOZFGq%kd+A`^2wnZK72TZ!?d_qCjtK(b$bic1koZ`4cf*%o
zAm<Nuwsti=>}_iaEczqny}|MR9(&3Dj^@tRrufR*`oi+CKIM8d9tke6Ut3n0tfVq9
zBAj@3u^jX|MMkzf;^Sl4olW^ixk$fIDY84;)q{+JAu-97nQ5l0-8l5=2$R#K4YE+c
zuwtNb!wh*tq?Nf^gAzFjUsMP}!63Z|lNAeYb&=FHjQgv+DiDu0w>(fybq@e<nd@5X
zzn&iJo91ZZsK-?Z_%U%!kU%1g_$wwBzV?NGT79k?gE-w0l#BU;tjdb$k}hxW`dY25
zv5WH?`uFkUE7KPTDxi%O;oR&Z7rER{VBlYvjV`L>j;_Vl&4KE_gQhRogkZlp4;8yG
zJ3ku~=qP;Zw=)F+L$?#}-AQgaNLsxIt&S@)k`al{05CB!ygVOd8?E-{W@n;H%c#wi
zFxyox2ZNbA#UeE_IHUrMMSnN7C);9iczjgWAMyPD27OOvduM0YY{q5pUO9t6pDixT
zA>n6id}E8a6YD{sdyTa3OvC^n9=^1|{S{}nG@Rk|>6YBvPjdl~t-NJCu;yf2KWj(7
zdOA7@z`R}^jvj`vmgZn18MwRJEf}rrdwYA3C@dd89d2}uKD5d=hXw1(L3zi14^15V
zVsU9|dQLsBv)#;up=?$^`Q&J1dNeXKHUWh;JvM0DZu4lBKg?v->Fq{R?hN&NBT~SC
zQ0Csg`RV%Xu9T~ka^>u<lUx?PBj}D?k7I?!R1icabLqmL{n`Kd(~rNozj=09yZrIP
zuin1=?!W%m|M$(C?>?t%@6Y%3bAJSCYO>4K#}}6$KYU<9c>VnKn`f`See>P7?|*f2
zb`DC<C4PQVyE;Et##1{&vj>}~eyY{3k;1C}r&0lz@Nsx^b&W@%hv*C(@Z#$3{+Wbi
z;V^Sh$ZD?1n56c%mD%ujB{01b8ikl6)|tR94LOnc92SFSw2e>wL7ItN_qW--0xwfg
zuRCMPVos%xnYDsYcp|D+n{vZSG&dVjAc&l}zZ*X)ro<8t57UK0s!}pKL|0Z8={%k7
zjlcab{%0=qi;MEBSC5}OIiq(ydv;kkP>sDqsv>#a-(OZs5Mt4@n&Rv|_WQ@zwY$eP
z4lc;ABS49x>=`6QIaBsm_BIS!h0G?gtCZU;=i}vEyqt}fvWaX8)247*J9zi*UI6Rz
z`ji3eAg^s)&Jn@m+;TIUjvtbhHrH(;WE-;qKXx^hT=lR(ZB(mirH(!hg*1H#^B9{_
z7N#T4<B|n<5%O8N%-&h8=qRlllPwqLpIQaukvm8qma?Lq*0}q7n*xjg74c02@ctHf
zT6$m5krYN9@X#?ov)<?~A5+)35V6ChuvygX?Geg04arE6YNXhtHxtV?MQ$7R_{`Lp
z67WwS(xH`=c?u-2a%8k079()^`fwf?n46gi;|~n=bhR{y6OM!iT+Y<b;ZQJZ17>x$
z);pwY{<UO;j39~7(1r$j{Z2J9`3&`Snx05oIQ9(>zZmN8Ld~kLdqn#JlV{~(u<vSZ
zwwr5jtfMm7D*D#}b5m;@9;Ln&E`6K<7AEt<5Ng&CIz2}{`+c*%A&S#jZ-*(UueG(i
zwb@##qp7jCt(^(0pODbX9@aE9+~;e$Tk0Xxd7lg?GMlz?h!bQhxYfvLA1?h!k09jm
zu<cJ@UsA22f;_6i$lxN=OkYQ+voYM;GCt5Y+|}IMT-VoHKNlXF_JDMEPYexFt1L9f
z`+NDjW<*3?Lt7g3eFyqrOH*5e5v#MewcgY?(%WuM+ge%Oibll`&}L!&g9gcIDow0d
z$cfMy!#KUSV#`){Ecbw=@D%&oiKx|>>g|Q8h4AR=?2MTSmuz`zYNEdnz2A2>1R9f;
z*!TvA+FM%)P5w35)wZ|t63L@>G&jmHj*ku-w&6`o?+gXTv&GqYmC`G7Qyywo?cv^T
zn@agp>Y=0n!}pk?K<SIVPAFifCdUXZ-F!#d46OEc605V=aTbw8?ZpM@no>SzLG7t`
z*09882wh!Wg0ERwS&qe4iR9$=r+3%pC4E3-UWr73M*&7*fMEL>iwW_pt&m!0RdE|f
zDUQr)<}Y2}0*PXe;3pJXpDS!vbSeyJ3r{1Q;my?N3^>o8IL$&f4|;}OCbf-%5oB88
zv2C8Tg<0~Kn1KDABL>|#li81=r!u52EdiIIzRyh2&!+gzjGQQX<~rKH5(*?AZ{B<^
z<s2vG5G+02bNaPVjoR^bltMWFdA<QAOp95PSKh~HF7Jhmi7IMg@jcFbCHW|^7__c;
z4)vR(=%(rv>ROu`{TF-50mM7`-@zevdff=t_iZiB7PtbC<}TJk@03Y7NyY0PpXl;L
zWD3RhuyCZWa%y~XSxfl*vR20^AQ{tFWKww;EQy|a$0rL;OuPP0c1pYQuJ*=8)LE~?
zmoGk?R?ZL8Ru1&b{p0FcxpI~(INu&&g%L}IIC7c7pZ(jv`SH6y#QS=3@#I(E{rcto
zxBvOS{NwA_??3nJ@z3}Fb9w|WC|kwK^~u?<K74n1a{B)D`?t^EzI*e->o*?}z0@yK
zyx`d>TL0AZs7UDioE~NiX-`+Nh&+b^J3TtgrE9dWb7ryX_4Vz^*;%!Ae0E+lS1d>8
z_V%~a+1<l3BX@?sOaJ56wgRB2O~cmC*5cw+n&lfO-3L@W-~xdOIW#&+9~|Tg2N@q;
zHj)RLpfi{ZGg9g(?sOi=AhMWlHZ^VRv38MryBqn;*7*rGW8(NYz@M5T;H^wweckO}
zfBAc&j+d85_xIO7eth@g{quKkIN0n`c`&vxC0@R~y{3j0Q^%FG$P(>K0I+b7EEZFm
zwF~LZS}9X2XAU#l;8*G0wexDGnA_&{+D*(W5vm;~jt^~f)&vHR%DE)g{lV^cL4@>~
zM%`NN;PfQ7FAh-52Peal<%=V2Qrb%KP+sZJu0r0mPrciz)3f5-+(>j~8dsLbeROQh
zhQbDf*TR$~aj=nC_w3-C<+64!>y}AyXMq!JebsW)XT2q6#(HU!J1!1$K?>VVr?d(c
zD*&26WxvG|OZ{Ok1**0<#UkSnzp>6v5BvZGG>S_Z_~%#V#P01qmtBBj%a)iX-cN(v
zwiv&0Yg2v8y5{47g@p;F14d}|&wafeynJIa=@U~JP2AY#l-A~Yt1PQYduIjd^sw<!
zi^#E&!R~Pyhzm2eDxACXxq)eD06?s%?rSYV9WbW@K^Y@n#87Yh5RZBX6AQC(KS@oZ
zu(hckAwrxGIv%-{-bETRdvO<cnyL7STbhxzY#!^r`KF_>aR9JO0>8a2)F*~7S=iFo
z-q6wTsHLt>-64|_tZle|sJDe(#?<q0Au<}98e0g5h)6V~*|DM3`AL^@6+C7VQ<LC7
zvMcI7*$O@a7PaN!1MPU>fzVWFq^<4|r~Ul+FbQa+w=L4&Iii(mq<?y(XEM~eFg7&Y
z)wwXi@YUm{6U12DXGnxCjrN;pW5htv2@6n5AGZ~Gb<TCS)nI0j>m6usUYHovq`+mh
zFd5!WtYa1LCgQ2YMi9LKJDpVJqbb|MXaa%M#&cyVvaA7WpnG<7XoPq;6PeTB<R2nK
z0JqZ<4Ap}xoH>!nMT0|xyT4<8Qp+|2*d(EhhUO`-bMkE^XXF{J(n(1x({sJ8Z3tQ;
z{R6}O113hW4yHH~O+c&-h1Q~L!l!M`b%rRuL0tOb?p94n9P)4sUbE=&nvAw(7iR-o
zyRs|WKGPsU&ZNT_Pf!B$U0Pmpy9`1nwSr(^?Wp=np-m;H0B9{R>Cb4mW-E%$&#h9`
zWOgz3lL=ON^wiCb`1ojeY67pdYlX8^PJp^I8d_eM$@`Eg9C(Erk!(8?8*2=XT9h~~
zK`kt87b4^SiaZD}y0xYbEP0JJR<M<|`MD`K>f+*<bN*ALH^S*36w_{{;)xAxJ#<8Z
z*e*pnyBCR!>;K|q)tlx`ClOgKnjZNw(2s*Yqria~)T(Yfg!-Ih4-;0|O{FkyjAG^`
z!|>?fAnz4{x68u4e*hPEct8lFg^Hz7yQQ(2{EJCKC8K+dg&he-)eqVIcC@#LMHL-q
z5OIefgqv&+y_gY^>8AYl(=&4mi;MgFY4zjN6Vpf?T=cU-%A?5klZ%rxa}$#ROm8IE
z=5v4f5kyzBT}M-schD#eZ7Onq|N5+QTF#dCwsvdf%H3lfDEGNsrBbSC>R4e`h)m`)
zg@6C=|L%wPKRv&Fh79)Mji}f6|L_n0<MrzgpVPJX=llA(KLQFGIlfh$e)s0v+<xZm
zi+Asyzy0v-Prv--pAfxhUle|`7TT(r>ISIv*lMo?=5<Z#x;g{bdi?nIJn(zf&MYVq
zRuA%5SGQ*u7Zri(QvT}t6nui&yHLujrcUkeSb-IgJk!a<_L{V#{xUwLQc2M^_CXY1
zqNos2;p1MiSmG-?X4+p^nzO8gl`xVyo^B-8&{kpa*=a31RBUU9jH%99U4TM8JY;hX
zIu<jT&1?=W7FFJsAll#C{^c)z$Ctf$asB4))A#T0pWYtb-yJ`>trqey5o=ucYKAOg
zjYdyyEnE)?UviPwm-M`glfrQ^T`ufjo)j)Xy~=w$_LryG!%U)D+}Yb+Jj|?Lon)@h
z4<26?&uh8c>)P}C%ah~W*~ww8c8Dec_HcQ2V7JH~e^fs3C$_7Wr?kE-4AAB}(tbgg
zWjc9zb$0vY3egLgVr@-H&~hX)>fk>*I-->afMO%I#Pjw~Lo5r;&bEFPrIzUTu^=*8
z$_h53qOHdkeC)e&F`meZmdb~_j@i3A>3m+#=B5&W*i2C1xV@%X+kocN)`_2od1#>D
z6_G4P5P*Q#PAH^9*H5^W#7JlJV5(bNT!~GsC+5e;!BmG;I-*yO%jU1Hvi=6MO?x}A
zHaoOQ2!c~^EV``kIL40U>|FQFmmEM8Ju{5!8h=Yi2VTK=WITjYpb<cvvA4UOV#Z+a
ziYcMi*7yjc9-x~q2~E`%#CD8?Vm)RXs4WHH!a~#L3nss#rR5WkqU{sKtBWSq*3dXM
z2u3l|-emCyg)!{Ouq$nDs3QV&>q64?qpPvAtMOsrxw4U@7eoeomM6y{oOTlHQzHWu
z9@0m!JZ*20+#C&!!hKV#Shj$_0OZjm<juMpxbb_iScMjwzWGuhe=5|kP<tlSKRwJp
z->N23qEB!V&VsGoCD82R`%mJV4fk{Mo5XnR7be;8TjVqcbi{xQv@|w>!M5w^ZZn8m
z1FbL3Xw~F&-{+8wZ=^R9v*8ebQha%7WsdBFkQtU(RC=hr+Lcd{_k3g&uhj;4d2Xt|
zqh&#-Ica00XK{K&yb(fn1_^d-SZad(+x`w)U}er|)`z8r>$Ea6*56teXdt6hJ8e&G
zlS4!8bq&L!c5PksOFPGYY!DfT0j*C1w2}G9w5Wn<S^a@Y9=(4);LH={#)(1<o^vx{
zUE4Tg)Ljq>CMfyJ9YP+H)iRSOwqJtOG(Dw$bI|##sst^i=gV@-$Ab?65yCu;N=$kU
z&th&C4a4-vHAcVE4jYt0PO#jsPKJRmrdZt)(1A14`0lHpIDwp<%=Sb%;tagTZoom^
zqC}ap+)W!y-xD!oW@_G6&`z9VkuH=<rWzZY<6GM&XBGiPQx<0`wThG`5ulCIq0U?F
z<n%0^%_bceX@zTRX}(HU{Om5dvRbYvA6i^=id>hOK@8*FW6oz4E0)W}(&6;X%ur}Z
z;&^8_Wmt9F*!)aXY7mq*0zXJNlDS4hgAiWIvio4af~-g5fPk$5ek4TK(xoNpFf^!`
zI}8wp4Kgt{!TW}(A~FCbM_|)Kw6M(J&zPE@pIcZ7vZSnSk@=~~$&t~?;n9Wh$(hk{
z^^U?IR8wYve&t*k$X&fy_rx&PKC#E=&%cGcE@exZo$SfcSuuZ9$W_#cF_p|t1`nWe
z^~`SW&;Q-uef;j%_t#Iqef8nPo9~}Lef!`4`~P_M=FR7RJ^uOre@>6U)zwpd5S4?<
z``6#O_P>7i`t7qfaQ7d7_=B_4QwHwhp@iVU$??hElY2gV)UV46b}tIp>Fv#hp6FY|
zgo|tZ2^@#xqw15#ch}dCFElCEDyA$~e4eLDt(Iq=%Iz7+b`f)Sx1hiv?l+BK$t@Ld
zyhuKu3=*2&bQ`7E>;nr)!Y365MN|T3afY=XV*zquBOc>Q@?Tk)nD$LyJ3H$u(HWR3
zu8C}pj26!q;1cl+=fFsbHq@b^{_fxUt$)6sPQH12|LwQW3182jp1ywv3~S2Uxi~w_
zWD@i!lrZ4a3Le*S{_6bj_Nr1UrVsLa{PQ68sqK}s<IGt#{rdj+=pcT53P3>(OI@C1
zPpaATTK@7he{vN3YvpkF#naO#H<f31Cr@swm#2p)thGuSfWrKuhPzVA*y0&`0>D?s
z<s*gCPhY#c^WdF;b*#nX78&uiB^QC=!ET0LBA&B0KUIOQwU^-O6{lL5o5YL2pb$P&
z@2GNUZ+G2L=R%}h2-Mal6_UfH0kLapb{?=JUnn?Po8RJbgz*{VRqX>tFM8LUGN2{(
zOxt#jvokYM*M-<B`;ClMY9}dlrqjqbLt)+9+dL?wHnvs}B8*P}T$UJCDy~_KF+Q37
ziK)sJ(Dspkng=+#9K(BWX>2gm4fZP7X<#v;P;uoCIiYuTTf5CfM(Z9vU=wSsZ?ON8
zmFQ^2Tn)7~*7K!XGIqAM7{<sCqfiwA=@H_KGrU_mGWh!XV3hJBU`{D8(u+Z6aG*!N
zk*)<LAvno)+*<cFJc$UN8XPxQa8gW?51BJYw6gKx1L9a$bBp{VU2As2+9eV}B%6o`
zv}y2(&W^!i7(F_g+gyF7DUzMd-OZR1Ju~dw9WC%*BajQ7AQ;1e*L`egaYDke*OVn4
z3Bj;3JIzRAo)KoGM43|5L5_!dNBY_#gI$v%1HH;0eSP0pzXfQ$9jNu6bfkL(20P&Q
z?hd1!JR@~0xv`QG&`2is;X~$Um!~4psmUcSubD9lSllX&7$y^;dOIBAG{Z(fNN{0w
z8)6GnL@>Dn`Nw&ZWx#HogF930w7C{tHG+?atz2iqAqCtle4(zUvA#A<Ml>-_ek$CT
zzw=u?Elu+gy**5E!@h}z&c4=0bKB@3lU?0NFJLUYc(0e))C5Vdb8c#aj#RK^UyCAK
zY;SJ(B(apTo8#l$1+e1@W73+Mlx>toByGiFYrKVQR|{U3;}c6W^SfGc@aU3T+5P?a
z>N?Pcza%LrLaD2Cc6uD0MfR2^w!10*IjUDtB4A;T=op%^1@H5K4;ia=wzv29EbdLC
zGs+=s);J-_zf6ol_2E>6C~R5jXrO9oYi%v?H%?60HnQZa`#wFp`SAV6>#Iw7Nj@)F
zXqGm*JkD#icEZ!;RQlxUV~Jzr3}}aCpyByxSk?lOdMB0L%WNfhS+is}*a`2|WO8qA
zp3*wM8ru+BoFnDMR@XP;n150&V}t!{U2crQHWD#iil?#}2B!O-ZlgcOmy}BPM0g1A
z#R}3vCafs7og2SNDa8<vmUSVkV0Tw*ix6>3UoS>(Xg8J26|$iGkRE#1W6Ntc?aJJ}
z_~#}f+NNlmGh?zSLu!UV_JT0QP`^jAs}%~*S*e3PU@AQE{Mq}H@=0O;Ah&;bd~}`M
zOs_@P$!erRuCU2)WMO)4e<%BI{>|U~>f;~3div_+-Rsx)ub<pJ`|tnl|GB$+^*LR8
zf4;Au`y)X6s!22+R{0(Y#m{b^zJ31g?W+&pfA{gplgEq)+@aNS`Skc4$P3)QT&`U5
zfSu90U|8|*6;jt|U+~k;akWYnidE?Gib{5R%<*pe%H)b0+v%Nj7G2c5gxF(Smd|B?
zPp!!?B3QW$57`Vy*j|BxpWc-WLSmPJXQ~gd3M-3_xZ9sB<){>?-7Uw%^|(D<A{*rX
zd_waROse!KmvYC|Jgo_pLP(11$sC0S=AEw#@OOUaUpU(S_|x~l{=*-iKfkJ$_s>tQ
zOd0IcC-AG8&C+4&v?{y5#0*BZx;o2Vp62vT@9%FPRdbXvjg6OQ`O3lOlk@!bNsi2Q
zklCn~cCOBHV6D}Pz~S0SbsrL61>{97U#+B%tC_@xmg+TTm3%gJd0}50koNs(Gg9rC
zIsXX2!Jj`teLcp;Kf1iC=8Few37%+pi4`B$j_XmSa=8pyfCmnh2+*utK6w55In1oP
zsuPHb%hfCqUrcVtL>DQ3%GJPbD~J0wkMi#Y&@nm5t@u7}{cdu3B^sfPEKILNZ5~Nn
zGs=B3Y1fp6rKQ>3q$t~hp_Uh&4@GWODE=VhI<{&shKB`)Jt*w6gba_3vM6);ej@6-
z8LK1?8WamkBy12H#z!TNxmakI3-%!Gof2x4E5t|}6F%he5jnr^a5(53Y^?j{(br$t
zA@-^O9<<$PlfPr=MP{I=$N-vH%xvM1aAnZGO{Fn7nc)Pulr(D1rj_+}T1eKLyFmAW
zwhSKTfwqRaj%FdphERW(tfedSrzC7cdvilqOQS|<Es&x9{>F#jbhb2!>^0Y!_nPGL
z7p7*-53~Al!czlX-Qz<&$`gkB+Kn+oJ$+m^<`8*Cng2PKn2vx!!J{>A<u^G#H$Kje
zvpg|w8ZkSWh!ExhPPxLy2YaIG7ybA8hxi!Mpnzi>P|#k`89_r+NM{UHt!bV-<r^{m
zv@{yS7~U*2bx@k+#s>T5BI806`PBAaBA(ewX0@OzCzu%D*JQ9r1e>L4T9I<l&rKS}
zCc^#QTPySC8%fFJIylx8lhy3_`0AqhLuEiuPzni>8tONL0Z_P`(V0kman7J+pd!$z
zN@N?GMGLV$R3_9!ldSU>jjZg~!CDGis-umj*WKFK*;3!t+~D#}hLzQ^YPY-dwkc$@
z>c>2lUSkJ&@ZqZVMxza57}_$M!2+s=1R%v^VibzmaZBpPdBlqcH$%{5Wp>JeY-=6A
zD`5pb86Gn%F-BTodhN>BQo#UMHEUav6V@2IOk+A8CrPw}1EQ6VHKq|X`>o9_)=H5*
zGn4xTcrr3z{tRORD}e|8GQvS^EYHrYEs^C$4P!oqPLE5}U~Rb1?q8J)MR?e~oo#Rl
zQhV@sXJ;H>&rW<u9--*0BN1bJEEBHXxP@}*@a^jtwaU@zl3i!qy^60cvcv&VY$x|-
zW>{g@M#CCfm;QhD?nAlJ{LJ$7h3w39t5q&DD}B;?Zvhe{K@tQF2!J2}!UH7eJ=0fK
zR+XxxlGmuEHfp1e-I&>(h>h+JsWlz3H?_}~x{NG!b}3cKB;mjJf8KL`hhSuKF@VV@
z65VKDBi=iM{oZkXy?yLnWM^?;wdOXD15zeEUBV;w?}I(wI&DEGB$VFZ(D2}pt)Dt<
zkq(E9LDKQ;wBRCA{_;}P^o7{N{e?}7_s?%{{`1&Rj*P3@UL;%_8J(}hZ+k5q+wGJs
zrn}o9g<BZ|9^Xf9X`h{(etPry(e6<`xn0iJ^aHQO65)wy9Z*||RBX<8KO3E0$ZwZ_
z_q+e+>$g9A^XxOgRaJM-E}#ABKmPN@i|@3r_kAFFukQcN&CL;l*Y4r#mp|C6?P3mp
zW%T;$hd=rD$Ed2+TA5A0Ucm`GxW2l%IKLEa^ogQq=+u<89|R%~o4d#QhZ=RiVFNp&
zj|F?l%jN+PMJXuG-pZA$&Dcg7QA^WWY$b+QK#UTdlXEQN7~r&LGrYAyKMt&Y4kCh1
zv*Dx+-3bWo!0UelPAx4nhH;_u9j`FtV+%zWLW}x7QoK=1@_h~EikS^qt(nkh6%KSK
zNwDI|XC@ba`~LU7H#$1_;?>i)Uw!uM+1c|O#MJ#~*Uie#`tz&i$wB4xWcTX4p{tQG
z>g2e3c~W?JT|YV~9`0kBrJ-4m56g|(*1o7?Ipu%WD`^zg!)Cswa;TPVHu99Q!@V7-
z{1cVjRqfk_<HM3aDipE@2L{(YH*)`=#*j~QgR)1o)hu~_D$cNfa&{DW(LQ^2c)YjU
z+&wxzfQhVDOZ9p=GCS#rO8Hxy7pj|-RXjX8c=NeB-&Yhck{lBkUU<O!%5k_XHg+AX
zJ&c?DV2B*7`yMV00_YX=LtDl|r4(O7|43uox^A&U+uMewhV(RZ!tnp<K!HYQ1y+UP
z|AT^+)Veu|m|(ZaPA?V#G%l+Z4o$mc;rL)g@ayMt836OH_73YmHk(0ctWIVv+ep_A
zp8QFd6|)u*tD9-uUZ*cWPvCn=vh!~Teyw0FH~_*KEHp<4-;u#aZhiP++v5O7-__DW
zkLqe`=M!`7R?Y}C!5$XOc^vzF)|Eg;k2v{VfGixfv*2QxXL?$mwA{aINFc`~VK>7Q
z9j%Y7Y=pla-1`)-sk`M#Z(EzG@!_3YeeJEIy*-1$ZEOXxpB=N>?0od;U4od_A!m5=
zk~z?h(u&iJ=*nwK8S81YE_8hiungn2mi?*a#R;w7<CD`vfDfJFk^YVO@RFt8^dvvO
z|B1693lNKhOfno|0H?EK!jj#~k+6S;hlgiTzxumm5E!)j+a9z&FdRNY;#v$L;XlGw
zHGRpYG^;i5-_6xEOYB^7Lq+OxWX{fUW~_fb7{DSk69cPDSYDwxAlUr$x;Dbe5dbfu
z&U|P(t_^gWgKg42bk!6jZ)h*t@??f&$)p{iGsaaNk-V(*=BCtH4owX8PmT0(tpU1f
zA}|ct;W7nDNm!TC8|^XMAKl9&m+44mUC-&o)#=&!0S(89UoY<P*rS1=UL?KP=J`3J
z{7$^(ZW8~zae$U(7l|MzYp5%dvV;j*tCaStWyI8gfzxc@JjBpg7rEu5YPFR&u%ZP<
zviUF=t24#YVi?dXu<cDv2z44Py>LC<q9Zyt?bp4A=jRtzSJpz~V~#oqV39DRzCY5=
zB+fI-7+))7Wj2jX*0QJ`hNYk_Xl*&4*?f9UKfhR9F!C*XgCfhIrFn@e`<5HptrZEs
zw)U8>MYI||gSfJZXnHFN`+Tt1SYGgm!s$<#?vT@R`4XWkD%FgUyrKnk-l!P!o!8<h
zweCLiJen$OT5nIFSt%AURw<l9qF}AmG}PW6yo3k3dpp}YMn^|&Y*lgx8X4MNWCk0?
zp}~8HCf3v4F{taRyW3bxX4Hl1`&(<QEa_u6wbH62l)>$%aO|hYrX!%$V!whknkC!Y
z1Lj^!@EfUQPrYKXrMda%FTOh2Kk?C9%$Css6Y+$JYi@cbI-{6rY0)?tj_hPBfA@F)
z<7eOg^3~0Y7njd(POo1-fBT>R`~SPSdG%ghe80Q1@A)I}=FOY)gY(^T<MoR#n)N-$
z5V-rF{^-ZQ{^c*5O`iFh@j&$N^!NZn^&Cp#<XpdyY9S4egs<I3;K>(!++(Y(R!)wC
z>TMX)vx`gSb(9xAa4k8sEh|PYGWZCsHz4+_8*zMRn@1o*Sv>QAY@;>}|Fy;<n_L%W
zL|Q;dNUX0^%7uV<li61N>dUyu3}BEA6c}gYTzWOLxsqnCkA|82B_fMEX*8{LdX1Jv
zE&?MpRLHr1_`wHrbD^{I!{;xqKKo2B<>A?}VEEx@FAiT`?^lXxMdBA{?#Ygf5jcOd
zkuK&|;Zg(deNpA*HaHr1R~c$(a|s(?2lwf*8g3I*krqT~Ldd_=(0y3d-_4(Ybz0N>
zs6nzp2CU{TFZK=(>z9{Oq(QT`VJwx5Y3@GJ%6+=e<W_Gq4vr2#d-LM*>eLqU`U=?g
zMB0nEB%)}-aj}Tlxoj6}jlGwjz5eX;&!4@x30jzvvDwg&wM@_ux4m(GhKpOFiD9a-
z)n&F5()w(?maJB{iz_RpFIOf32YVETWlmrd8oF25T%of0o##XQHFuC`8~F=z$<EP7
z`0%LG5jnZOplv1+l8=yfB#_9H$)ovYU8<Vq$)i>rh)J7@fxec<_gxnV4hTiYr1`ms
zEIih0bZ%V99bN&>r#m+}GTi$3v6DL*r?BFm*`5q8WCWfr;ucP)O$q=456@6vz?pQp
z>}}WK*y`&I1KeE39(y|9lQ+zA(<V_Qki;e+FD%wC_<HYC8W(%{=wQ#2M|Y*QMDw}*
zCB>fHzuVjTaJ;`G06W;1xw=7EK6!#@)bilIP~>uCdTgKv)xo!Y7xn6-r&;`2YZ64P
zh!qtXGd5xUS66I?Skl#P6T65!i{TKxY_d<p5?*ykwvh&<HQa3Do-1>l9_kHjW4&FB
z_f)1JHrV=jy1yUw$vO`n17|fdMrwOBH*FO-YW$nzC7ZC_>)nXO^WHt_Z5oA^Dk7LY
zU}S32uRuE*A0l4OP7JYu(TmudxTDg#c$m*;k#bSZWd<Xp(t^5cJ)wl2sYyLhh7AuC
zv%L}7C7*yI9}$q{mBl{^R*j>5?MpMGIt8Q;C@=&`dLuvwDinXV2UD<A@%lJVATL=s
zgkS?YN3jt&5DuhiYiKnb+T?l*!;EeN4X5M^*A0RmMy9XLgi_{Rs&70V56aF?kCC4X
z*)82YKm74e&aZC1`S!=ogDQb?ETG`1OB_oJ`jV(~7WJY5>BK70k0G3N<Cdedn$zfD
z;fZmtA1MA9=?B8g3V(di;X;#jzzQB8r-@BXjI;DB@=mTU@%|aZj9!wHnPkFL7O=mf
z^TF_F1xc-1#MWEE_F^jYewv%ro93mx=+zyaox!#hnM`o7DayRQBHi<IlH$yoU>zho
z-+OsEW;P4Jw`lsYxGg3hrU7hrb_O+C3c#X#VvKRpVTP%m?+fS@cOo!4_Btp$X+gDD
z{^(y~uJ*8mIgzm8IpFYQ^77627+EHW1;?NM0j@B6%n6SCL5PY03sZ8}{^6;2zy09y
z!cutB=8>_GA3-Tx#0rvI52@Ar$N<(J=*(>`4<0xQJ$d-ZFs9`E^_w3ZH&0nvQtK&L
zM_%0xBKxdVg-3QW7Qr<c&u^E0^Vk3Kx4-_U&tJT~KGi6E^TlUB{P%zR<FjXP-t)`x
zcX$7Ndju{|u8P^>n-`zMu3jFauYB{(mp}OXzx`X~K?sCKf*PNEDStujy13rkJF=;`
z@TqtGlnD$iOv(}ceiyo31qf>DZnIdfUEJL4AMU}b>xY$R<oE&@Rca=MmrzP51BvXZ
zk~XWmadjQp*@x0b+<CBEtF2me#pe0OnZ6v@IA_^F)MtzMSvzpu2e43M8`u4EWGAyO
zD=9FTSYKFL3YRMR!=rkYJ-(p?IGfm152rDBN)?NJ!QD^q5Ol0hFWt|x=9^a+PcQd=
z^^325{*%wHFY!*Bx{#RRC6czcH%rBI3H7VVhNhZrwb`sZeR^?za^x_}hktUyNMC@p
zr-R{r9UqjHH(ms@R^CMS*~<&H-Ny%<_UU>xv%gn3z*ov{;95L;c400ugYE4FN8#02
z$QKa708aV7ASn0u_siAF&GV~533GM@YD_(o)uH>2M-*FL7OE0A2znV~F^`eNR<UHt
zP1qYkY6`ZiH37psP?)3*D7zE*eh)+^8q9TK4r>X4@|FGL1JEHpF0&X3OFBQgG>64X
zUBn3D)Rn1E#G<(^t~_gzsOCgdQ!=$R9i9mcW3F>F$B9v17mFh6A1pAJ5239&mn9I)
z3G2kshYudATOJweCPeXqvC!BpYGIjQ;HI`wnE+-Ga&(0tz`>z27`L=MYJ2j)Bxa38
zJ26_=YJB?1$1M-<_hV!QM|BRO{(x%H*UfUzvc(0>H)T3PIk2be?RWxK;2I&{W$ne@
z)2~Z~T4!HlHP+SH(;nz%hBx6(K*_<rE;b~i1-F=usU9M~L;_8oK$e<@6gDamW@lmy
zdh+1Y9+AVr{(+8mo!UI}LtU-2W8C#Uo`Ln)JWWPlvy1Q4*f^bJb&+9ekWI)yGBetz
zSCM_o5|cwL5nCi9_*2{{1}ebVpir{AYcb6E)jHJK3Lr)|gI5ZTOC3%Pb+t3E4|cVr
zR+cDHbl;d1*|-sO$k3HoifQZ7zU}vHT5x2M@i8$pD&Ml#e`s6<r1~L!L)<%Nf{o<`
z_3TLaMjZnf)rCva3aqFChdm%DmjdRZ!gWRIQ$xKJOlptmWg{NboXC2Iv}ybcxVddl
z0BLP1XC@%mJ4kBUGWmj@+`p}_Q?^2WF+?DZF3Q8s3mZn}INr&s-f8yciFkA;lMqFL
zD6{6{iZWSwU1{DylW?v$J3k9r$hNn9+B|*sRIk~VuJ1(R?CkRF?E32J=0`vJfpcIn
zmlezuNDNx#L!<Vm9(?=9$kZ5zeMI6Q5;48Varh~Opx{<bPBM{E&sg<s+ZQ5}1}&YW
z-fI+KIv(Z*O;E(qDpQNRM~QXJ!|&YTFPg6)<@p{0Jxe$RB30r2!h#`IgZ)x;bzzQH
zJ!`241s32Y)`2YM4UiasH#e8$Xf8NA-bJflH3X4J%t~@j>*b1H?6E9x2163q%F42~
zwy8<48>N}_U?+xFmPw)(w>(F^*3-!eXQBY!#n7cqH2{Bgw2L<~#N)ouoW(^MEMtMN
zwxm6Y2h3Z*!cuLj3?*NgNb<~Vq*7}dz1+n`i$c6Ftcg$ny^l;xGBFPKiW`d~KZ07d
z>r{5nhxy>%1E#XxuAZ5x(6i@Xo*iD4ws%tNn>*XZ)kQT6avoy~q1l*3syD*;WOl3c
z%U}HCFMsxTH>XdTUQQ3r-oF0kU;p1fJb(TjZS{SdKHm5Hdwz6YD^y-xKYw-o^z!85
zi&vk0^Tk(x_cy;oTZJ{)31p{2ty(!dJ~nZ&drgdvS1YwEM;084lViJt!-Hc(ms)KF
zLk+RRO7-&T&B2k1?QN6^8W&7D13yQ-5RjQ;K05EBjv|fNX+cI4^FLv)Ok|wmK?_NM
zyH9ThKRxGzmgy_Km8et;K&)K)W<u6hHg&$1axu*Tt{%vTcVYv}G@UPOmda^3R@Sgu
zt+2aWHem1;`7HhDgYQS?LPsaNyj7PM&CAo;)k*2?tJ5EU^ZM=ES6_egr7v#om2L6B
zSCbn{navo1O`~@ZrL5<f-CmNhj=>ZQNdM<26`p*x+7_X<f4h|o2maIZ8tv=+Y}asg
zdc3QqXLmPWE2U148`ToiRM44Nuc4#@Uo@-bt>x(CR(e(c<ALs>X4%ka{aWy!QW4TY
zr8ttR>^rLrGrTI6P$=w55nwGvAD8i!<|%}EzzRm0ZNBMALl6fW6Yu(}p6*P1C3bk!
zv<7IZ_$?PI)uL+1z-w39F>6VXZEVChH&;A58z`$niK}r-2J8p(1LyI|k}ag6iLZXl
z&cqyO10sDNU$kljO`;nt0F7%I5Q3movfOafxZ+T;I$JyVuX+NWcK3+cqV)lDbuyXq
zp{|M9Rw(F}3rEJpvflaL{l*EM8K0L3DH1RfBFb>3X#3;u|K$LpsaRr1E3`O)g*BS^
zV{2(1VE75r_dT7=SIqf;9@3z_{W1vzhW3#W^H1>IELvI~KEC@Y0YO}`yRB_>pmWHD
z<OvsXuL?Z9lq_hhO_*T8bTKp_vB)jvsxhTsXP}>poIJ(HrSQ&`$fgnmb!BeK-jTFt
zktQn07mlLALN+xrN)s6$8q#bji5VIm6cq$Jb0_Dg#+GL%30#49%d9v&U~$>2AW8gR
zXU|X{DGV-5cO<1_dVGkly7MtM>;naqi_=pYpjQ{>hl53DkHW>+%+!*ipHQH8c@`Jg
z>8;EZSkHvgEKl<@0w{|!AvKip3sb`*D`ud85)V-tF&$D0fex6CHeBXa@ytcl-89Nj
zCJCs24dbrC__v9*Rr^b?C{A*=JxK+8khTD>evhMG4AdNENovk?XNUWHTOQo$YI%SS
zvM@7ccHwiEBvd101!*I-Un}mG3%iwKY9pRYZ|r0lI8$Ue3%m3tLh~w#NnlsJv{a;W
zCoQ=B+(xYm(GawguC2qa#G*@a<cFoGWKgwI1(eldX;8AvbH{Tj3>)<OD80)G&)COD
zW`=QuarB_I1?q30I4uhmdhLo-uUN>2r#86ugXQvI5IqR!9i#NCg@py?hYi^Ml_gv-
z*g;j`v88~=5?`K6A;ZL%bU`*64eT$+AHKqM`cE#;Z|U=Ep94P_CzmjMcnO@dn(&Ed
zr^RC4TgiLO+nol6<mc_{KFS)3Px4X<-@r|H<4oB4jR*DCehHs=JsZcmySu^W2L?yf
zm_uraJ9L_h?9e+q1b>GHdnWNw0qVvkF(pil(S<1O%NvhttdIY`n}T&Wy}f;Maf2-}
zITg<5c1T#TyU3{O9of!e5vtb&*q3fBI6KxyabU}EOc9E4>!U}sFJW8^7=hv!&%QWp
z=wHj99iAaQC*o=Sv{c8L2{J74K5U_x&6IxitKa|pC%=7q_H4J<xIVdj{rt@z{`C*%
zFJ8Rw7vt~l|9kcbT%2AQ2VOsYadUBXynpheFTeT0+pqrdAO9~+*$`AdDXIzxi>33^
z0QqINXpkXVQNn0mXBQXX5=Jl^M+4aD*`=|gTB}{&T<`8y?9QlO7+)^*rl$P^`qByW
z#`N^)PBDYxwGB~~UMm$4=_^~=BnTBRlsOHz2y|WU+p)A*F3L-mtEJs$!z#_zQurE|
zK~>^PEF#!gt1^+VEzFKFieH=^+BVt)Hk&~Zsv+>)uqe#Lm*%HNhd%h;U&>XTp_>Ih
zE4Ycn>+{OF+~Psy>~#O^l##?|_?FmXqrL-$3NEqV$X{OUH}-V1B`z-x%}5F&Up+s&
zI;*D>3$I@Q%U10ff$Qt#Z4)5wM75mS-^a?Rzj&qvp!wn%P;E&?UTR}`JMHWos#UW5
z`IS=k<ZxG$V`ghZl{pj0$qBLt>s+N$<-ASuCxg%`d|Zk$Y)puv(|BaV-!1r-WC7q$
z?O55{cK0ewV&&p?rDQ5w#uM{|Ak-5-TxSeO{uu}fv86_>Y#{VK?RL3ntqToQ^K&4p
zi~Py#{T#-MGgZH!ZPUDh#Uhu?9G+G$Ul|t|r*3F+SPh9*Ln{&ZRNtyv-SKw=ZDeG~
z-p5nS|Esl^24z_4?9hACHa6C;yg3{SGri2HL)J_)GBz<jX@o?I0N=JcvEDLJ!O`=2
z5x1PyLsQd_?rYh8Og)>MndIa*Xc5Ge>`V;zO^pxpjQQ2263Ft=lCfJc(c}KE_MVP*
zoKJ-^eESGTT)~Vn_J+ES&?p4h%&3MwO_4;p&XyLoF6+gPCl49jdt1yo57li?^!M}6
zQ+Qmxx+!2C)`G+Dun(UGUBiJu2af+_e6X7gOU8-L%;LryKNyP4bSRX57#_uF-@w%9
zm@BNwrcWo!&_Hy0d@*G7>Yp0yVQx1}0(?mx>MV{Bd`IjhyWFgfM-L2v(_@3f-K{FQ
z<s8S~G3PzV){&fTp^@I`<WMX$8s*uGEtrn!l1p<7@%j19=xlUqEKaMzZyFyXGGZnm
zKDi}}5gx7)u}9+>bcV2}Nqg1MsHu5`8BAT#_{v-)vApO<$BBTWg9ZcG2AeJpCHr52
zQ=*4XBm&6&ySF{ye0Szo5KfcoKqrdqK*yuI*!YGSJbZUhqXGMq{%f^T%X6XHj(5LV
zehK2fy0dNR9kVu`7&V`mj>bkurDvJG+<+kT;T5?Ox3sgwORU96Q~orF(akL+0_S4*
z`s%t;sRKe^T$~F4ug6w>{BV+D00y?JfFW-V%J^^s9J6Ng(h}5}nwX@6ag{kc_`Puq
z0G3M~eihQq{+ibdc?@uMuU=Y-Et{jXsl9l1g-5|HDQ-Z#3c5DZnkXS7l7Sg@om&;u
ze>1(6EfkCJ__f{rY`&<=(HN;#O$NqiDnsn`&C_px{9~;~7P9eGtbQXg;>slYmKjOh
z#w~Qh0;yPusdn8Kc;=`a>F-lvIq8)Xgjhf%h6e@*B|^qLzym|bTaO<-dUXFT3<ZTO
z;25iuF!R_9EW>FmFsx16LUUOTk7CPsht14R*Y^*0iWNQSq`7*fEa_~3MeqnXZ<duv
zALC;NFlN88es8`0_Qx&lkFX|s6hqv-^+_k9-`zV;9y~DHKfn2m_VxLzFRO*>+7h7S
z=E96Oybqh1xj<IrLzxz_`t@J`{+B=f?Zx4FaVx)9s=m5;{-;0u>HPe=>FYfkKHmGg
z`|R?jkjXu}diLtY>q@Eo<F9}8gSTJ*!$1Ddi>n(m0DhM<TB9ELyRarM&iTITHjI~7
z*O00wrx(}PPmi%dE7jdSQOBnhNtcEx>%6gB_n`z_0AG;N3LRfkvZF?tReme8X8Ll~
z7G+AMHtLNE62(?-JNM3aLLJ)Nh=Du=HA6(|N@-UpvtHb=MhsXJsT^fUDpDugW?Y63
zIftQa)~P%;f4El$=F$puaNw?FbQm2rgPv>FFJz}Xw?1ShKR#k-6LKtHp6%_`x3A9Y
zPp=L!AIvjm!2LaZW?_NM(Se2{1w*NKrmVe-i+vWd?DpE>Ug7$Td?o6*&8vUPlfSo9
zE^QTd+>+G6Znl`;v@W!B<iHmxxV}8Tyg0^C1%g<MM=HgwW?;6Lj!f*<O4k=cQR=Pp
zyN%NI`Chq@I98B$a?sqbxee%)d@@p2F78}0px#y!!2#Mp6`K=V5K&CScC9S#gIR2Q
zL@7@rsnlA1w{A!a+$>J{(K)VNQ|pw?RAiQB#vQlYtVlZ!4Gr)ZqgWWR9K09irkSs2
zBOx?b!7z|Cjy(3`rTGwHOxq?)j0k2p*d<wl48z*Dx3{@qxE7k77-?*jR16!^L=a)r
zJMA^@-QmG9Mf;yqyhKK>p<yzYnNY^f>D~}A5~Q=*L?c=AIfyJo?0TXL5wr$p>btjY
zSu%=I3R?vydT^~^+i{oIOCrmzkmHN5o)=x0pY7qJdw0n)=n&lgz+zz<Sziamg%j+~
zCwJ_gNJ%V0)pCy7^Z5RKnSAj>1036ur6h2ep~XZr+SAn)G!V7f^jP0n`h`X(=v`w2
z1Lh2p4$gVdRyjIi8kEc1+FVDq(%igADl{2FNw9<g;y<{fS4i4Uio{(L7Mn88jSdE7
z-+f(d_DUfaL>&iv)}!GWv)};9Wok(|-(U~n?A`JU6LVmw%ZS)6OE}ci>ALAMjc7XD
z^<*hDl3tnHSPU;k##fi;49gI5P9r;s<#aqs_?nv<GsBo$j5L#D<BARg_g!R8?;cAJ
zb<x_(_EuJLWiD8Hn(M{~`mOC@P!|ANt?1BM1B1|@!OI1G)>rg*7!=0_hD1tR?%%eG
zofy)J&J5lsg*qu>*VSQgU0a&viYn~vpn4iq0#v*JKxhoe3%2x~cO7wJd23^tK5fdf
zn_Jb)7@qOTVCq1gS3afJX=fXB!h4_WO+b!=^cw1Hx-Tv+S=LjD1gZnOz;-r&e0Ze7
zw2;j!*0PoK^|d;&X|G%=8JX-=6=RK$kI=G|XEP9bTN#%85w}0x&ul<+H351+R+mkN
zo5lvO6Md-$z@_C_A(tf#E-x*~UlNb1m5Qg8V2?k{TFEcP9>Bpatl%9-%@f#mtLRsl
zJh){>FZV$noaTRV<<s<hTjxD*X3l4DmJ>ib16YO^zjvSQen6MyF<4pxr$)@PKKHVx
zD@u#l!h=WnVmrpJ&MuAQinc@{?Ht>*a}Eu#uDyG|w0TK6D7>qxB+$X_ZyMXYZc&ky
zh4v2)r?)ecioM#NcvqJTJHc^n0c>Px-Hvi}#GP^El91K3g=uUN-}3MgSgS&=_Qy}2
z+`D`K_U*fOZnr&p<dE|G*_&^E@KY==?Qp5J<YFWmn`gqK&W5zVMk8}xxWz){U;fX3
z{q-;Y=D4w6%@-Rxg%_9C|M{o?JU@T=-d~NsdjQ_AN8sZ0yk4$9zkd1I%QyRt##bt~
z-~8a8{`vpDe)`<0t6C}BwACtwpfk2!JC}q!J7d4+boJk-rx(<)0|x!(;n9&O<kPeB
z8+=s`F@+lF>zJQLFFClt(^ai_^Rsqq7hH*(3Zff8REhQD(?ea|c_+hi$&iMs3TM54
zP~X^$b8TgJGI@mfd`jKVR%WA6$nQ1xl^#K=;zAgE-t}&;Y_icTg!k$>`^2Xgd;Z+i
zbg*08t8$x5{l!94qaXa$e|3zn7Pt0xK~QT4*c5v^Pp=Nd4~73=GY*=$=APkB(y-X5
z=9{%_qq?Pi``OKLkbFESy?D-opKO#jx$!A%^-^-bmcB$-z1Y=`4Ow=$muplqHQUSd
zO0BdhK3Oeg&(4l1TC4H-<i<iNxAEfo==xG`X6cgCe!t4GVtGr!JJc*$N}V0=V)fI+
zYSrAu<q`4@=9d7x&wLm(kPQ}CGt%a!O5ZsaECQjOpj?<;No2Brp!X5i3r}5?&4w30
z79|^U(CLK~!Z!oZix6D-#5}xH(-VSHSQdcx949u0i|osEy4k6vCEobXz=kq28J-^J
z4>kwt8`1!7&zMRvNv}v$vFnCsX5?7gT3b7@&3n6+jcXG_@`{!u++V~f72$!mYar;J
zgW8tjfAaA0l=f{W`OzSBI5tE>c`_YXU*@_yEf}A~n2ivnW{|PQP`m=A!d0gIF^~n6
znCa{Or?>4Kk-j>gJd|a#bfF2D!X`&;A=}icjE}Jyd)RtI<NXUWV<xC~?JFZeiY*d4
zJZ`!&KDcw|_D8oK+`et%lF>8x$S@*Pv6?@jmGyPuv$K=A3s!+lW#eM|eUATzy$++G
zU8lpo3!Eh*@R2SaV%IFg`C#wd_&{Xbyaf5)B}?jdYMRGr3Ic=ULyteb#Vuu-xNKdd
zG;p+UtXEF3l~svu#hz_|2@1Y@IyFTC(vlqn^l&ZIXJeV!sG^PpAb}wjki*Jgvg^yK
zm4(%)J>w!96{}5#ptCRwr-jAJ8^&F4@N?~B^rlG4sAkeR^-y>M&=SP0_>%R|XkwW;
zCmgIwr>FVz<qs_=J?1@~twE$z+v7kt4Vmg_I}C><Z5r_;k_Y>{IK)((cT*9Ad)-Y^
zYk&0V#84;73Y((UKboA-jh&s%W8k+BW-aEZmEhI19<__~;)J{i4gsMsu}dT*wXvE_
zqR7TmIBQE$A3mRd_PUtQ&03pgHgB#jeGpKTUcPw7_f@UhzUPQaBrmLHuY6SwUh|10
zl2xNnC<ZA-)Yb@qgkAJN0RIY22=h|IC{gKTg4{JllQo<L_OL+?tJUS$`0$vo_Bm#!
z3G0g0LVu=41v|^dWp)Q2Sw1I;JKEDkAR#RRCI-X5#e5`O2F1$~-m=x;qbgG~2nGdh
zs4~aTUOh*gBa*GIu5a(;O4ZWx%95<N^biOP`m5*AZM6y&fmmMgZk=YK*TW?X!YQwD
z+nXrBuJ-qO8)?06ef%Wg-M>4(K+qY`?1y!GfqV^{jo;y4g7*QCujjzpk@tRZEZF{Q
zW*zJ!2-Ch0VV5EzKGx8|X@J~mX*fGI?U$AEXg|Q0lTsVT*OUAAAAfrH-bbH2zIXrA
zTeo}Lm9h4}eEIg(v(KwLRZJQsk607Yh}RT5UYNa+_a54>TG{=lfBs+p{pY_uYaXc$
zIjB}&USI#mAO9qP|9)M1zq_~Z{Uh-7`YBue#qrG-Z@xa;KX~)>#p`FE{lh=}kLNF6
z%YnmiU0y<tmiKn6KHq!*0^7f9(>``^BYr8`HkR$~?p<6yJ3qfUz`U1vJinlQ!O=5o
zsjg-APGypdtE(vn)SwWDM`(@^?z3zSI6aeu1ygtJyt>IHycEW*f`-nEHtCz*t?(&j
zG8-&j+^iOw$HxcFJ-xU{uxW&RnpJ8uX5(fL0m+56)hH(qo5lUz0v+t)beH#>g>-nR
z_u~)#+faW8Dg_rh1nb2~ty$YvzoX%CznN#^V&ytLsT}N=&(9BWP#aauiUj+8etWHu
zjUVps>^0cY7GFL+eEq`XU|OSE*>NN+G|YI_N@lONRm`qd%jvU|s=6Y#xw)su1VWZ2
zWFxb=xSd=oZ1ahw<tS_AtXfGh{QU!%ucPL^JC!xL)hk&Tic>+!dI3rUj>DOg<TWc8
z6`fPZ;)<qy#olmz9UU=82Gp|><-wlpkIur*4*?~Cui`h^)o{)6mbgX)@vGP(Qa$Nu
zCZraVX@AS2g$88`4uxjM#wS>Og(49gr4$x|oq@WMStFQK7~L<iv9P)pH4Sp-s++X3
z92)8~t+DDoe0aaF53HWDG{C)V;WsuiI@~`Pot^DawtVl={reAb3CvCqj-kmQy#@AV
zJj00;EL5-~*f=#|@EHzGSRr=216_uBh)3V~;a8Szg~&6V8W!P(0xP>oYp90<rk}OU
z*kj?vPc@^ZM<NVK@*$Lj$fW*m&ZxfjHnM^KM^hapNns}|?AF`fIX1x7gk$l*aKhLR
zga732J&ieP97Q4tTy|>C{sUd@;n5*h`MJp{$$@??KhtB%#t|(Z-?MkKTkO|}Z7Her
zMci+!zoYZ<y<vZAWHfNIudPFTTjiLbh+R|tUG|JUFlF5xzIc9WSmig2*!W-%n1iLN
zLdKzvmSE4=-wjLwj~}Q>uByGg<}rj-Cj9B~QF+G6q29@X?r3NfZMCW^aXGv+V`&&h
zBevvfR5UrqolDee8zfX83M#HfXW#L1^EUrdjnaLdjHEt7`C%q-Zaj?KnXn%X8iq>R
z*>Vpwjd~^oA>fJi>PLHaCan_tta`gq7{VjHRKB1V^IZot06sqvFPyRJ>he@mp%t?B
z1a?KQrGdU)qRxh)Wl3{r3M0ZDfv|%SCWkvD5XuZLlph`Ig0<U8Y2vM7KAm%~+|Jbv
zOu%i`+VPl=fgSj{wHQS#WssVkGOQ*OXuv5YS(-H(`}^tb9NK)n-Vo*iTos)l5L>#M
zK<pO9NhZN>%~FxDb|DqC+qo1$o@i`5^CDqYvaZD$le^^oR~iwcJ#*)Wre-4Z&W{Vx
zS)NI6F8k1TEaDYKMT<+)G4N$^ADUvDB(IZ0@ujjt$)m#q+r6*8`uxoopFMqkqprwM
z=Wx0iAP(hg)Xo-Q{`_5vnQjYj=c&nYzEA5yn?`R3p%~nK%vR?Ma`MEOm-b+Hx2X(d
zrIn#82u1dE^WO91d$UioER0Y1>;Cx;&D!Oy;YqZScYun5e0g)(q}pGGX4Q~{CqhX6
z8}W_s*yQx^==8`K;}%984RxrO_QeR$+WPR3P5r~$w;$ZP({lgOolib#f6~h5`QrK8
z^Mi|GrpQm4P3L^-%uFFy%*PkwbD_w5XpUK+R%vS4{`t569oA4*cehf1`})nF{`eoS
zU%!6uug2d!0Poi$aDDkyFU{52(^t=4sfBp+3<B@X@Bih0z4`nLF85M-=lF1cw~i*U
zuSkf;i^664IXc=`HFU-*c6@3ED_3`GHS&K@Hzad-ee(?Bo}WS6^>%hWUr2&WfKI56
ztp+}_k|=f{*X#R;&SPPz*Wn2VcO|e8+SAsOnN+rrZTNVtiuLi2<&_NyCn@GuZs>;?
z2C6meR^GG?;P!&g#kJ+8b5t$6kGN$F6k*&+77OB)TD@()CU1T87c4c5PkIS8Wfybn
z)`-%GU%b5rrI&wv`PAJ~CzLGZ*V%#ho6PS?|11|$c7kPE)=3S-nk@F}>8T2F<}M1@
zK_h+C*s2ycfxnvd6xRLG{*K!K8g_Kl*xTEw*2Dx<9BPq^Tpru0uI4ka7%A%3Zo|l#
zv}(M*K0iHcDzHWaOK(Acm;80m47*p(H$zu=W(t2pGHHH3e0;Q9trQGY{22*H<QV>{
zoK!>$c64@B2u=$LDUgUl(y$W&3AY`I&d<3<Fl))IFU*G@Kf34hUjJq&%#j;lt(|-=
z6J1*f4Kv|MCwi9|PmsxnqP0axTasNHf$&JCnN`ejyg+Uh6yzcq%`$OzX54V-R#`;a
z$_;dP0gppJ-o5*9U~u^U{d?MoT=G=xnSz3etF4W57*CyBMe4D?x7RY#wS|L7-8S>E
zkxZ<sHCRg8@eOm}PmJ`FF31xMT~r`oNyT>LDLyM7{$W=mLA)_e`vEnM6q~k34~Kh|
z{`4y5_IryD$gl9^1mY9vhH=ZbQC_~cyVt`upd+uN-RPyXvA^~4Xdkd-D~k+)tE1&H
z)@#SZ`*ZemOy`|#U2fi!`yG!yjdH5FlT@<y_JPh$`$tClG22olm5*DEFdI6cmSfB_
zFi=Lg`O(3N-gdW#r5ulIdbrn!#Q?_c6_l4o=b03tG-yf;SD}$XfO>@0(8zFzhX*&n
z^|-5JGnhvwqSK>m3)B2#jO&TjXrr{9Ppxflu9s91NMCMk?v-~AD&?)f(apjaM-_`j
zrt*;N8;N{6Ww&VDBOcltqUPHqPL7V+Y2q_*YSG*{<;Dj(A`@zzdqPu|P(y$A42eUo
zF3nqhO;1jkL?~S{kBoM-m>Cp<&KCQ{&DF)xz7ANp@C5Yei~=dQ!mXAAoC!~*lj|`8
zQDh;#nMB>!A;wLR(N4Xwj(la3BL2{+>>ry75ouWjy%aB~*l)}-jv<_RaB_4klUUzT
zK_Q|WtP;oOL&GFuv;=!Mpqk_3qmraCp?7Vaq{esmuFpt;V@S4xT+I3B)hO~9lw2>&
z)%U7rXZwLsAu>&bL!RKK3ov_}=QA_@%jm@kzh<P4F=|D9pz(SYWPLMR-YSZ<z$i2g
z`TPR$GC=;BX_nh^f`h?bH#YK^v9>mM8xF4`NU5#uwKZ%*k;4_%dZt%(o!-(};Fv^^
zHQ=>_x*#w6hA=7<qhroSCM)<CFJAeP0UYCTJ9w)@9?K5=t={f{dQXnVVkH8LAu|~C
z_VloM1=*I-5kuP8sHtrPW6g$Bywd$Ko_U;_wYnqM`if6ekq1~>uR4jv@Wk-w#E58b
zf5+pNwg->e9<qGhz5mI_4{zW3^y5$NeEbRJP2=Q?=U+WNds)erH&!-e9v65^XQ1__
zWl!g(=c6<HisOZB={LXr{ZD`N>uRoC%Iq9A_Eq8j#~=OxfAoG`dcV83@BJfibM@??
zzJGmo_2rv4d)3O9AW|<s|NZa(=a*mpfaA*wtqEaJh72v8o(SqRZ5wwR7H9i6H_y<$
z4iAo03+*4B0C+%$zgFu_ez3hpVAH?4ezx1(H%*x(r1yOM8=@rnz*M)hnP)GaaTXaH
zc&)Oz47gUtCyk@5G~L{^-IjTS179^{xw4}dQdzC>DM&shS7jk<wZQZxpSZhQ+)Brd
zSf(<TUEC=H%=Puj>1l)FR4ya9Zb}p;Q)|<qY3ZI%KmJQ4D7&@X5ehw6M8igIt=ZhM
zQoKCdy*Sx@c6C5HEAFiGYgq!?8<vWR(#}R9w{H46+%Gihgr-zJyUAnEyQQ#uufB70
z(S%p!@;W~$?pBfqoMU@CCaZ%3ieT;8b5Vs#y`D>~Q;8-|_e;CgY<6p-QrR|`QS+=I
z4|lQcvwM4G`-r_}eW#d(o2XQ?FpxVt!N;{2BA?YF%dw8j`EbCj(Ang=wYi3$ruLc<
zOSSjL>cU2RZnVGMgi#8bnO1c;?(bLCnjm&#1<Z!WR`@XDi{s;ic8fCYGZ>Qbn8G*~
zec}>Fy2%H^%XY?yB$>alK{HtZCvb_&W>)n`63tA@(deva#8)aaUWJ{+Y;$E4)aToe
zE%|t-?gR~t<3yAG_SQ}p0^xYnZJ^U=WD<IPVRiy8Xk>WM&$1<9o_8ewv%WVh8#q4J
z-qz|~`{lgPZX}mK+&|FY)x{o0ui%;2Qe+DQ7ZGeb#o_x0*#5ga3|&JYUBQp;>Er_s
zD|DV5any&N=yt=pI>h3TyIIElM3^t;;qeg*reO|pSTGO@Yn6U=Dn0Gsp`11&{QNx~
z$PeJILGP2Dpl+l4w@3Rs6-Jwsa8nI<HmLK{;o%;Yh<);m?E1(S%tE$PYm0N6+}lP>
z-ZyE=fv(kP81NxFJ+{mfGuVrbZ(5@r&5VuA6EWY}&(t!8v|~p?E0L*ryV$NSJ|)-q
z?v{uCz3B^dA{CE<ppFjpsmCdLvB0%Yk8w>>j#Fz(<!th7ue>rp&GQd_g#}?>XfjW%
zK@ZGw-EqNlf{9fOc6M1LdnWKg#s&xGrY1!%78v1&y65BsI&EN;4)g`}MwsQ}tYV&-
ze!7a`nSRL8$BibA$7vs(o$}avh^9wOp@E7>;tO1hswQ~8gCd?aW_!o4?Mxn@EU*<#
zPZ4JAC8aLe|J@fuT5NeGJhR~Rms(#HCZ&B<L4%hUO<celfTU|HG2^I4B#g538rD`^
z!ZEh6Fwirw;BQV(WP-uhPIJN5SZ%gQqdO&B;?bDlv-bpz1lGq{#IyM7v)8Y`{N}5j
zolI;o#K|Bd;47Erxg`T2Nsz>ZdQNXB;82+@Ey9||Gar<lLA9<)O_C26aq2w0YCN<T
zagND~2KOs4R3ya=*#4a*Ws=v|H@zigUf2V?ji-ahB&Nld9g@)wYa$@*WHKVpf~jC%
zOmfzuVh&z|UVtPl{&gEt-pEimLe~UA!PfI1>Z~lY_%Oi>`krvdTyNp-FZ$x1o=(9Q
zm0mKtmXIFyk-_0)GHsoX&WrL|DwODm$@P@XqmN^2XfX<}>Pau>Uaqe`mV2wl$M+uI
zzjf>0Cm-GY=%WXBKE3_X#}Dt`pBx^0dj0n5<auSg0JvJ%F4DV}^kGc->lU9=b0Ni5
zQ{{a5XFvIyZ-4L$*`}TJ_Qm1JXD?p=??3+W{QNuC{d+%-yk`%<^~JN#U%ov*JpJWQ
zetL0q$|U~9tIz-WAOGct-~7;&VEW4Da>boovr%=B<g_nU8qFs7{aLdKG_iYhbZ~lx
zu6k`Et5kJ+)z$nQAD^iq@*%Su*j={`Ayh2KTAB&<roLA>KHZ17m-2?Y_XX)pB9V-X
z1lf^s&srR0H3{a^#;^mMxkl9z!SZoAw%{|#F0xp1G)&mj<<%Rm%-a-LR<13FP7VWx
z{Q22lt(F7FQZIRa-n9M1mI_ae-u>h+LK6e!oz15=`_G>q9UoP3Q_s(;+uL#FM9qd7
ztWhki6YWfBpjn0N#&#NXViWjF7E^Vjo#0Mx)4wn8B!nx=g{}2?^uXQGqrICuY34OQ
zHmYe=+Q=13mLvioRaHhdYTFIpRvvS=XwWL*Z0scSxs6JB`><KA6w;9Xr^ggULo49w
z0oHw~l1p!KA1|8`Ip}9X<31d1E{r`!Q2LTS8Lfz1T8K_U2TKc6Yb*L(;)yu<p?!IA
z!SX^5D;w1LF1gf+P$}c4-K{Lo2{q14t6S+uQUtvhl?3-emhj<dE5sd3R*SE$h~RVb
zN9QK|W^H*cn_4wxq2*i3l<0$y7<vWmhH{k6I19bccS8`jSZ8}DAO!vcyHxAL`y!3H
zQ8;^XS*J7x&P|1<1{J+@GZdi_4fT>B3_^j~#!hWw1pmmu>=e)8W+-D0a{(RXa_;EX
zUNq3dC~l4$0El>Z871afwRFW`DJREVF?n~4UQ`2~ZSy4WmJv`xv40BW-@kLqk7IM{
z>k@6e*V`o>+0Ja{o6rlUdC>;C#|Aq5MZd94^QUww)ryltL;duH#}7$xEe}5JYk%aw
z$XmWqfPa1RxVME`HQw>?VbE<f*kfW*<g>-6t=v64X@a!^g<a)!X2@TOOjtxxoJ?Hv
z<0CV}y`dqskGK;pKofKNZpMeE`r4PmW4@c68os?P;n-kze|JlKZVIE-@Fq-P)bSux
zi@B}!<@M#rs$<B~ET2t^XMJWev%XwKZHY${mPz7!i}OZeA|gvwF|!d4%8z6hhL!_u
zb&T^0=9D-U=&6fpfaD)1*JE?TeH{t{0@xS#+Q_gUy&9bh+H1gI7Z(j|W@9*xd9I$p
z!2pmuMPKY3?(I-h?Vf{jbUwL@p$FJS#UX{|C2HabWphe`>_ZifdeZDei9%pv%xTtp
z#Guq>Dz>~fGd)8QSDd{A$h^h80DZc!1b8wNMkSNgU0;a?uEyEW`bsRh7WW#!$;u|y
zQt>5o)4Nq;$a_UAI=>dEEEA(QjC3qd6tPr!nJ$WAeed-bUj<~)*`PZk5cImc1K)dq
z1smH~je*#+jHS0=IRai*ds_!dm{)(1fpvit7lx*{@%KDnQdm$D-29QHA4UhoZzHjx
zHCw?D3x{SUg+$DgY?g*S?@d1cmDmD4e=(PFE-)KY{SWr)`^}0&*;<fASRtKa*Vzl}
zI1OG%b7A34>|@zPkG%WhAk!}r5)fI37!tjsJkjICOqThnFkFg22dNpltyd;uaDbfv
zWUsfUZ+>CXs5UY_zPiR}QO&0Flq;OBVBt76Mu-hLEsa9Eq0(txc*1Po`rzS%Tem*_
z=);G1?%e(OlTSan#dY7;(Rp_A^y2ucoGI|z=2H3PdC$MfP2<<}{0!waq@a`b_0`)S
z|KyurlrjY$;Yg8hU%&m&KmPIg^XKo`wfDQb`@TN{Z=b(?b^Y?<@a$(l`kB71%cG08
zFW>zBAOGdsAASpg>YTQ|PAU%?7*TBKO677D@&4%eqFiCauOU&`Kw1zMVJS+5dX3K0
zkcDihGc2iG+ynB;8>)(h`fhbI86+H6R+mauT$wGRRx0BoHlcgS0!w{1Gl%QDikxgV
zY3M3db|Av?g&kv<oudX14Td!w`>pkZBfQfR=}AoqBB*_yvRQdUtvzR_a+y2(yE&Zs
zXHQRxCEC8N*!ZU({vT6geJH6<Zw{}o51&6jd-dw#`SYXGlj_M)9mHPOHVr<xxk!&f
zftU?Xl5;F5lbcJ`N}3vGd;(uxUzsiMY}6~(AgdQ=K^F3KpS^$U^q_Fk%z{o_sBzpc
z*Gs8#K2es1%qN?T0v7A_*>1CzgI(Q*xGzE6*9-X+4%qR2sa}({lv5CmPcxHAdLnX&
zCrCtYXI-7J0me`xl4i=4MfzJ}V|gc+^z~!_SB#bAnXQyH;Z)Mzc0*m=SYkcqUfbku
zL1RQCn#Vb2mV<@K{PJRi1DOlNjt|Aivn-Y0s8_`MeQ3|}kA(u<X@vKFVH(zhr`UHR
zA%KKeNP+KAV<>H4jeuhmIZiO?fC;$N(J}i=RnP5h?Mkrq%<)a}Q_+t2d@Y@*AB<$C
zB`ea2(E;`$q6>zkEo4Vq%R9ewA1^d$yxbO_7;}+5+kiIesla(M)T>cwoO9UDt{-rc
z#-WXRcmRanMSpT+kcDY})`AAs>j66!`#NiS+rxVjkG=-?9*F`d$zPt91k+0#6dQHX
zz8>DaqyBl&2D820qR~=Ra1t)nv^LV$+jjrn#DGC%c42Y~Q`EeIIS<O(4>bA+<-1MI
zaTw8kMDgOl^w0oDJ+y@<Ej%^=E}GpbV{;OY1or*A7^QO1hHi+DO?D3@%#4cMH8~KZ
zFEv>s3j~=*7WaWp7z(NvF^%4|u{5jh$o<iow>Cd3LE-+ok=CiI40D^Yd@`1Z%^47M
zEG8K2M~Bt$WYg)uOW)sR6tQYV!%$8{FA8X@;Ykb;f>mNADx$#qq*{g&X@H?ofVINe
zbMIRPvRvC90<+qILY;d#iU2@A5k^EC%rHFacEk*F@U}q}IMrpSPv+E`IIs$}-V??3
zX|Td$G&e(wGyc;8O--C#sumn2(wl30bqSyS<#}H1=;qq0E=U7Rzsjn~No%{U<hqrq
zs#7AK{j3xo?gVMehMfAlG*4ahErYJcpx~0TbV0`r58I4anOF*PKEAvOo$h690=t--
znKE;_;q~UxW-5Dm^Bg03J+Th)YWzopBTpICL>P11X<}3&nc@=#2V<%q2R=2Fgr~9V
z{U0@qZ-P>NeAEo6t80!k^SpM%P76vlE)j#RWO^r`=K%xJIXOB)?eivLn$=$~&Fw?4
zT2vag0ohL~qEu7W&d*QC>!=wZxb&;hVclCq+R-pVpT4cm4yyIwz<|dGPM?a!`sIW{
zOtxY4&N5;J1K5P>g7833|Ky0ED)~4l<tCN}MnCCZ{iH#HV16nbo?D0(cPi_ST(R|y
z*qWhD#p?99mx8Bp9CNp`rLFbhL*bN`yZ7#Y^wGVKKYn=Y&YcfF{Pd%bdfQri+S~ZP
zUfq0VrMQXRyNo`lV%s56L4YuYv@1UFRIOD1_M4yl_^Tf_%gr*CEVuLZm*4#7fBf;q
zcf7CneHeM~?*G?ce2u%ZUunL1`Q_E=^~>vLub)2q=imMF&wl(<n?aTUpq#3;;(oA6
zG-W|g<FPlJhw?ihI@gz%C&x{rnbo9hqupWvy@&mBX7f9|E#pNHL(2K6!3af%I5^}d
zFI6f9{8BO(427VQ;9d|=+FWx+<~Jj{6(O;*2^!aSPJp}+EZye9n~9Z%B;!FPS4{0T
zOYjkUHOAYZaXS*3!pPcda;*YBY}JaXT4~FEkUie%3$oz$hyP`Kq!*0h#_09z`0{e^
z>}>bhbI4dCSo-<XV;C-0`Tbp0lRWmNbaDk>UwUyXxm?=W+^g9hEM?OxyOnganl@bd
zDF=H6#oV=G!oTFqKiJ)_77`an#q*=G7H<U9wbeQI8?v>SPu9y@FM|?*?W*CexTXKP
zm`fG2$;!@VF0)pzYj3PU-S6#{45*S|6~?f=a@2JSl{_--@n_Esz+F5r$+$3--Jew;
z@T@>(CKDLpBfy&rKI_IJ;SsR*wfKUVL#38qU0Wm@@)I-ky6$)+Z5MFZEHA7_NHj&g
z#`7|do`O{*O|C3b*nDJM1(11<V6(WO{%<~5t}H}6SxS@F71pE@+<ngf0IK3*c#3%S
zx$KtFYh=i^po=rxVO*C<P+eoB(^A*l&A(-J;+p8N?glH%Hbhwjxk!l5GwXBLcXvF&
za0ElJUoplBR2qbAGo9sawfNx`!<ean6jqm=skvE(i5r~Y!7g%o!nDRO4JP0A;BI%z
z0}~)*I{_`YJoWXc_z9Mh9WWJ79^R9b$A0KCdbK}#NC=V-9PH_k8q=ObWbnnlgO<k7
z@X%y`&-7p~20qYa&*Mk^ZMKs=BZRm1R>KAr2+Vb)w|9PW(rS!pO2E*CGL_0yDvj8}
zVt8zPemWElhvQaSmTNN;?g;mh5^6T2iNU^L7pYorq<?_!H#Rgq(3y~@5OyOH4)-li
z54YU;kj>s&Gcpcm!C=-qKRrP#LNq1*W;bJN3t_8FKKvzHV--;ul;CrIr`TMGKP@ye
zqAq!jt`QnT6vkXo{2eDxOpO^~d>gp_jg<uo+w|y==|xtOg*!46VHi{`81%i5k5CbL
z*x(N&9FcE5M8+Y(*deit34_68yULr6c2{l{-qE=^R=wHj5m8gcWR{yN3v<B0nFPq{
zx*V;M9%+W$yXCzPOPYj>%VNf|D?(kEtMG^I$t)b{QC5xH`X3kOv}0qXGQ-0=XkjqD
zF_Sry_zi8#UOToJ)?Y=qvKx=i0jhA;FRA`XB@?KlbU`~@<PG=HE2pt{Y%oJu_93R+
z*6<Y3Y9^z%5cLA181sN_rnVC)MMx<aSnhoZR+6KVAwd9Ingif^d_mCki!Z-AI6R%5
zU2v>)*K}3}c#4h0@<J>ud9k#dNO;3?xfX#qH0N@=Qu!2XuEnD1O+4F>qYR@~kZ8_0
zh?Ncx4~f_~5w`85Dj`RN2}75yqEs>&Y!tf7o2_4L(R0Ok*kNnW`bjZ1DR(m>n#1HD
z(Itk0q9Tn#o>XrcdaUVP64?%dqCP;qTv&vyT{U{e-5YJ{Q=u^n?@>WTg+zqS-i|II
znn!o<-n(_{&W9h|{@{bVAAa)b_dopf!w*^?-1ip#?Df}Ir%wx8%G47pfy%xZ4bLr;
zU8f;`NVSu;lP3p9-@N_&M{iyky|SCxgX-?jzx|obW25n1&*OVHe!S;*`0KY{U!7bX
z)(<{=`6cSt4d&g|<v;!1Km7Vvzj6{&n^G;AgP5##8Mly5l?)lK_M3<BhH7q4MG&PP
zZ9X!al}dRBVX#;@J3TVfl&dxWw^PV80OWH{ew#*xaseg+J-&)~6Xf;s8Tc+>)x^e<
zDI%Rot*x(tdKtG6m`!5uz+cD}1@#}m5wVr|+)ldIDDNFKj_FS2EVL;jI&&B2c)11?
z4ZXE_dQ{oTZR|FD!eO5lvEq4IZh!dSu#SM}Z!Vi}K0AN?`t<y~VG?`Sm%Sy~sU~~B
zzFp3*Z>)s2HW#af&BFFtIlm?}pWj+F%hk$)km+oCc`Ffp=gbH7S!}S1<u_3AE9Law
zZVu@S`hLHWL*g<&T04qBTA%9s-rFsJU7Q?N{GjC8VvXfAlgMl`<i{03f@Gsx5bn5c
zGnsWM13O0wm=&!`xOc4kIX^GS6T%F(vCN)sFm|P2`86^DOFAIC{&3du#Z682Pmc9i
z2)c|d#pZw{S?9UzSjeV<28KIAlLM|uKKPAQd{7AOTw7rHA@;AaVSE6Nea;bJPK!lV
zk}ib|U~sie(~I*M1ui8)@(aEIQhaF%kY5Sjgf)ugGRv5d`@rCk4W=?*qnC{%);((<
zFB#{sBRprmOBfLgCEit%Lm6l^f~s#5H$QK3>*{D{E+Rc4nlg8}P_R;?ed-1p8R+(b
zZW3^La{=XhV>;>tVjUi2-?Cxk*oUw%5TLI!AQ}36Pt%>;{k=P%vh14^Is!CB8_48i
zF5;FJVX;T|A2`3mL11bz;SXXf4M=%)%+jhJ-|GT(S4`Z|2Cab3+TYe<24mE3eej^a
zqkXIo02Y!08MSAuuU|P4O$;m@+iG}lC>o7x&6^z7&p2!*;iZRX;ztiqTC^QI*MQ;Q
z?~gzv=BLNS56Anu=QR&bBWaG}-kZ3l2D<w-Q4aM{mN@e%Y&a1#G*Y1~ZfZRqUzm}X
z+=$MZuh_+{<s>fPl#Sh(t9Ej(?xru|8$Q4BhV-QTaRE_eHUwqQNN*+T8+JXpuS(J@
z)6Me~Y{X(H@Jo#7kq`xsGDffSyddQReMl~FPf;ufp=)Vz)6?35+;MSA&$JmT7%!zZ
zwm@Teia<4HlfkQU)^wC!Ux5P5r4_0|A_vXdUh-?pOEQTL5qzN5phz_!S&ZiX6gJP1
zEaTO`<UcEBDoqCrQqrIC<p7Yyb7hF)v$AGhUYOb3;Ky3$?Kem=lEK>hOfeCe%jiNu
zY3elPaNO$8bjQqZJUhEMg|;JV0n*v6%OJ#nz?PR&>Fwx3Fu%EL9j#BaU%H)SH4mXo
ztJot6nF8i>51L-xlW{J-=w3uc8n=)WY4>XhFYtwEY&J5VNhT?K!kcN2yYXyQSuNEq
z&S|P@oKN1ia%Cls(Ta-5`MJ8j#-C<f1XVLjiP$>AFo1cHJDsRU2>8Wg2zxzK(^k7q
z9}|un)019qjz0W{V-ac7p+SFpVtlB*?a}aH@33HGM;jcgrwKjRtDQ1!-w<<mkpkxz
zyyvDyCuBZmCPR|H{aro1c)AZCJ-&Art>w<gAK(6v>h;OT-}~N2fBBc~j~;=^TwlLB
zJ-paXFij+~iOk#-NSU=I*Z$OsK5@6FfB5X+=!;j+|ND==tl-gR3TJx<Kl$b-fB4sb
zceH=cuf^Zp{rBw=`0CA9&o7@H?;QdZzqo#e`2PCo^*{XW?|$>wzvZ>kyURrns#B>@
ztI%s$wuBtd>ve6@QjW*yUPs4=hX>BJH4c0{3Z>W*c`}Dg4#&s)G_d`H>Rz*YbPWEm
zT`c-2-OA;%#bVC7vRpAQ6-(ukNe_~g4J=>W!Jwd+QJ_SDYHU&@q>WW<)y>Tq@rL<c
z%Ba?;TwR}+tMsD!W^$E8#@fYQ#)@CuNmNU6iyM&j1~3E93ZY@R=keW-T@{WG%ZJUv
z)n)VQYX4eX;Gm*e`}m+>lbFwL95!<MwJk7J*osPiBcG0;dzEr_YxB4k_1ZQZYmk40
zMLj5#cZ3sjRtNAG(o4C_DlC`<r7&Q%nza+e787sOD8!<6e%eH{R|#~C{#DPO9G7^s
zaLm+mODyup|CwD@EqlN<EF}Rn@;f`pR6;uvTRV0TWogOuIUj}6HUc3=s$7wiLZvL1
zcSr;bydaQxT#7WwWwv`x&;koGiH&B>j>o(N6CrCJnHdgE1-MiQN6q7_F@3~S7!{4(
zDkqo-oU5`jsO80(^d@e47}eBHN*{~#B?i88x@%l=BMyA7z1PJSAxKbCM9TE#DroP4
zEifCItJSJ3K+e5|e1^@$7L`k%0obCdue*&x<>=kr(JHcK+z0}96OQr&CO6g<LyCXt
zisPK_J1}$^PUi8zWj5gq`nybDmRv02yv>9XOHSS-xk5^m3yTmQH<r~Bdl;BTFc2~8
zw3@Q~#P(nb+1jC*MJdvQyLV{?1E3L4+J<^*3Q!fjbBtl_ZPu5>5e-3_ulrk{40m;R
zx3mg;u`fg7vwpQbzSph;=+XVqyA~mJ*nNI_ho~ktsZJjo;~_xSonjMt5{}aC=ULMG
z16aEZYYyi=Iyi5^I?!XP2>=(PgYo&<opeIFP`Gjs>wb7JGB&i#|1>hF0%>t>3e?Mu
zn;PsgL`{zlq&HS;SXZe80f-Qz@^fP)sy&b&kZ;F@-kcyKxfmMLc!bhFJ24gwPp&|E
zF3)dxorR{D$C%2@U~b0R;;d;iJU&dMQiLS15SfsF<n^*~9dw60zJ6;~HuK>3iY^9(
z)nM}MH|$NI9N2z!w~Ifp%z4Rd6M+_HEx2p7ntdEY6bXxDWJ(gXQCJCZv7_=KP<YlM
z!L|~<KH}9i7oIdAF&+@p$Hz@sTXpg0?Nqg}%>xF;K+;acmIJ!%@*=NVLTNXZYBo&W
zweB)r`VK}ic0{0fU&Y_ZgcaEEh<YQQmtm>ccr;SXTN?VPD~d;CGTXE!<&MrNcID<M
z?-4Cu5~9?$pm1m=EUWA6L;EtqY5d~aLK5?8^;ptdZ6wiGy-!!PpJ#J?uxmn+aj6^Q
z*orr=DGR1Ax3wwr&1{bi;+Ms1awFypn@O2=DSeA^hpuHD{!}yyZISSP@=`X;8`Ygm
z99%rT@E!b+A*@xLvN7RRQAkZwa4bWnFU5`?H##<F7|@GqFCrMlxwoeiA4Xx3Db8P{
zhEaO4EfyD-YNg8N8it1!r$rN&wk&~_<@u;qQwNH^j_&)n?>xF4c)f0a@X@Wm`u?r&
zfAGoozkln4ziJJ3{oNPm&klEwbIGhO4u~BlQ=l;M4&GCbn^z-F%zkb6&GVPP`RPw8
zS)88y#s2;`U;N+?|MqXr?eE*g_q+T1o<9O#KK=3%ANAn$?aQ|}XIIx}7jK@w_?zGS
z{cryI@3Psv4@|Vxy*;hfH2F$CpJk_S?jO|~2SKA*KCk4FhA!w>u2l0o70!t4w)RH#
zH@Jc|Q21uEc8FGS$OdMQRx06QRe313^yAd)1o$iqy>wz~+W~P^p;=yCZl0)v3GH)w
zSuPJr5j|dYV=BFdbA=jz7|>R!Yzlh#&>Uyi{gbXDBLLG1t5YqdYUPYu-Q3geonDHD
zKm6W*y?5*TK4#=1n|p<`lR6RX0^{qvd3^;mQMSHJCF7;+`thC)pxjY2SJI1}PgDw<
zq^<S%Trr=>X5u^9_`daGSu`>M|Fzf16bl=rQmT-*qm1RYRv^DJshAw);cgBOpDkTp
zK!{+s256tZygazP*t<Bd?l-s1a<y8PAlBS1V&I>i?81WS5ZAJ_m5c|oXEOOtJj~fC
zvS)-slLjpEU&Mr@9T<P!+=dXr+ZwYyjF1OuWteFW@BWBY-b!Q5v0U;inP9_non#D)
zE=(`SWap9dT~+1?jM9*nj3y|E#%bZW#hHbLP-%w{v5`k8Tbxg(*S9n4C{QN4Su3qI
zmrf(0v1@{rOk&H{7$B2L*%P<1vCcroI%XpSDD?Q@1C}5catu+SyRA$hEQk-dERvVT
zM>%M$G&+UaTti(o4NLcK-{Km!TD0eU2jrh%^Rc>Q3g<?0<&1=QxH|jZ?GBM7Fu>u?
zKuyhmbRoVk6)Hvvj(XR9uIb)hQxVg?USKWWt+Uf%@v$e5S_Jc9FQoa5ApAx5KE109
z5nr^ov$eOa<uQNDgNJsDQ&<!aAM~|6d35Jq*W;G{)|M$Q|Ht>HhFy<vCmv0Tkacy<
z1den&p<ZTnw}huTfT==8%+Axa5W^G<S=$AUoz|8R@_f*s4W>Fi+S_g@<_x#RGwoRF
zS;O1zsR=g-`8Od{+adKseWs>`nTd_1$fCz{z^G>L*_kDWx}3+BE!6Na(7==zm`Jrp
z<H4#I0&7*$!@55`((mgdlf(2V90kqM8n+FBYq5Dm_t@N=SS;q)^1OIjU?)>GZJb&N
zk4%sDnX%T`-Fc<#J*UQH2Moi&Yr%a(2^*iFY<S9$S~=`E_6MMGgC_JYrZOZl^wjOG
z3?)Yys5dv^XD3%Ml$h~|rUpnu;QHFSwpTj1vD}=LT=l|VaawCOn<Q2T0m?buw^GbG
zv@P>`MZ$3laj(y{6*hi*QPa_;x51KQ2XmKB(Xc(Fm!;9g$5%43hF!|QZ|#i_=q6dh
znN6=Q&o(wwQ=zcgESJqW)CBmev0=tYWD5aCnpGq+udOE@TM4=p+uOb5Oe|i>G*xf2
zIb;P#gSk**eThj-2{^`!qY$GSqocQ|Udp8a?ZtVw=xmkGCLFDHaw%V&+|=o`gt;LO
z%oS&PgcoMe)S!wRCeH{_EtqT#?4%+ZjFlJsW^BZ!Z(>4RmAd7YI3gLh#;4UfQj>eJ
zSXt@E5oAf(bhD+!1s#_{G3GOG5C<17J&!5~*jz;WdT3;HWNv=GQY^2U`<A@BRUvq*
zjf&)wnH@KzVwG(@x_kfOoxArwzH{fpPwwCT)T*83{`N;7w5pBh>HGZcj}B@_g>+$U
zX)O`Qy60uU0iKUVW=(OBy<B7mjeV=e-~9Yn>@M|u@oca8gEw#g^zZ+6et!O*UyHxH
z`|sN$@cj9=7Y8Tj2PdDud~?N4zjyTN`o-V=_Md<I+usE~`eIRxF}J-%_F}59!Uyf|
zAD^g^hL={Yy<4+@tYNb^lgaJIo_d}=pQ{iD)_8l(#^I6T!YU(}av%WJlhbA<6VGh>
zU|QZktUGT8lxZ;hVo@}VVpFXO`fYCKa<O;}2#ae|DXqE8j#90moSn(W(K-0YO0eLj
zeJl%A@|&TsI!MAb$X6a7)*96e`~B0W=jC$N1PH}28yfuh!@n3E9en!i?D}dS1>)!c
zYocHPyS_TqJEJqPUP*IpVMh?Snhm+ErSs!PZfg}^qESv6L!=M)>w&wzRM<2!og7t*
z!RjxfqNq{XGKSII(wj2!g+?V+$**b@VW-b!HvuldDE4Zb<-&#^>es<OG-F(u(b*yX
zS!REC2hM_bop3}4GwK*VWt|K&3WS2gc;K@g;)fU4;=i?b336jdUk=Oxk|@d;FF#eU
z7k2VYb6XZY;M?Kw*itMO=SE&u73An|**I-s!Ukrg7>kQ+v6pc5udJ@Egl6y%1Hvk|
zKg(Gf#x?<C8^@AFc2zJmI}5X~sBvbuPJtj|1tCh7U{NoN7^+v0B@3=W5oIR~*wTyL
zG?1QNc%nJ0zL9|~Me49qD>{s_aAlT#Aq~9KAXu$Jshc#o$TZiPU%`dFzl)LEsA=mY
z#wg=x!(!zHdT(DTMQ@A&f>6ollInuPtIXo<!cC5otn6_k><R}=Yf}aUc57pUYcyLK
z4XLH2rLC>4qwR5DSDVcyt$=Z;t3!=Z2Zp{RBWKS-D5Sz@NP4WjRpzm$<*`5_`3ntf
zetalAGBDQH(ckuXdKdt|5A17BEUn)~s?B1Nnn25<m`w~0KD>Jm*W%Ib52go$J|-k|
zRPezr?)uQGi8UNjMWiZvolKNi+a?n%M$M4ay;x*2zv&;N&|69;r(n%nAKCEvH%bvB
z(@b1bsg*^Wdr}Knf$pA!ZqUs*AxnVKqS#7H_)#G=+^XCfD|t{&JvW`pB)x}XdJ)FQ
ztpW{N(TGc=H0q@MCeVcZUCbsa@T7$pfTA;2Y(NbGJ7C35(Fob!<1yEy$+Nc}ThSyA
zEy6!WDzrjX%51gz&apokn)J*@c|NPvl3Qqf3~!&^%2a&5Xk%T`G_-01C#T6zCG)J;
ziA8?X&=Fm*TjXh1eW}KDc`?kLsHA{j6a~k65oisl-|e^a<~;L?Qm;h{^9XNfZ$zST
z?wS}fMi|P0<@r^yTsgkHPUQ&Ud#xR9!UM9MVPla^d}X&@{WIn?n3|US^pqotBgVY0
z#Kon2Cgr8*HAacG>XQzJ|AHu{ipfHzy(u8^w=)hbKBy9~S?*pe8kBU;&$C<tC;C9!
zYgB-7s<nc@&g(_*Vt<8eW6X5Cnx9jd8VsumwM<t1bJm?n<UQF-D@FZT0={NLKVFJA
z2(l2b4P29^UNq*Yd#Y_-)FGhy15La`R8YAo$sA+C9K&iE5b`-22O0Thb*=UdjD=<x
z5<?;p8k!a&OQ{W`?)vN`_=uMo+iZBayKlIsx2Ltu#C8AEyB~l5gF7GJGKJpxDA+&V
z{_ul)pM30{_3HK4hmB)r=;W$pwP>uzX?`V2qYW>ZVDSPc!a|Ww`hWZDzpv-3jh*t<
z;nB~2^pijS`@enr?YHmS#rM1W`<_1nUw{4e&H3f^>G|7NpFO*{KHWcge)a5EzxeIn
z{LSwI@N%VsX1}+$U&5)$Z3o*#U9<Jw<98C${ysujX*V#}H&dG#yU4tG>Rp94lNeLi
zZnMsdg)yz<u~IAK3tIs!BA1kZB#0rhqJWjkMaA4nzEuNNCRJBaWGX8<A8#7E^hcXO
zO4U+hxBPDHxQUgY)9=VZvbrd>%~Vk;=IYgaEE=xYwd!m=e|~9_sW%EYPtOQ)#ZpFa
zZzDeY!T0{l#N^1+o0I3yPM$qI*sX6}oK*Je*}6$1xmw7<1IC*5%uWvD3vXu~S;B3s
z8O-uN8|RVgq3=%*%c7KfjXV`<x0b=Ww{YaW7qL`w&6!^-r*|8G6<a6!g#$)1L)t-k
zx4LC)6Edh(Qilgc-^X7$*vs!#w)QI9@5+yM(#d67pG!_WHkaF0&&2Yz;c?&uV$NdV
z#Y&$Jp;ZSLR-ew|Yt}a|A|43449ZnzdlR75hy}G{7fICG3?vUERe2^gBD3+8IWa8I
z&&B1rvPY(zH|4HxY#tn)sva*_t5L_@*-2aA!cGPW1a{J;3Vnd5C6!(`su8~ME4Gr@
zO3Q1jN++X}3Yz0FhilUfgvIo9$Rb9wkKswKs;jHrMzOsG{i$D*i*f=Yr*C2~<FpYH
zfY~=gMt%01C0t6UCI$uug|wWR-SFW7NFpm9q_1B4J3qoz->`&eYGAN!6qYn;FbLTJ
z39oVW_jGqNYfVoK%I^80G&D{!63|dDv%1<8t=uENCn;c%9|j6c`%i>(%xF2$-QF4m
z{RaD#S@*TIfMfY~E;=STu6Xs1AgdtoHb5*`-H#viwmu<|*?zLKyt7L^>}`9DaAi|z
z$w*{Wx90*HAYEG@83Pu=h7&9b1pYo!z~aoTLxol)Xj7O1_rey8iyqmGPaYmOWmX>X
zx29BGE2oxZRP@qv|L%Nfh6btY$6C{3*AkEsOYCuHYi(<7v7ilVoylurJ`^H<iOgaz
znBQXaGg;cP<y>eC4Q$Jkx}bY#!St=G(A#y%f@yTbzp>#mZd1CbqGAZ#O>5E6K{Z#(
z=MMJ|>~rG*xPK~uvNGYDtA|Gh`iDGsW@9cpVF!peV011qQACb$wWemO=5E~zj6i4S
z$XmYOs9G2DTv-urK|1KFURg3bZ7^@mOve^xwGOSAf7aKA-c>5FBAuR{8rw{&&IN+H
z*=)8^Z={nO_@nQ<_c0J%yHUU3Y?AQ#-cKeWYGItp8$LWfV0#GOGKRph!O+AI-{Hi>
z$lUByVlB>dn%~;UW|Ev*)F+RVnTK)F>r}?Xi`L6^YjYLq9fj7i4-P*dPPj{6KWzCM
z=DpRT#@qcvD}EXm#hhU>nM|;9Ie_r3K}sL)?>U@aU0v37jFn5`28R%@N4wh;Z%LcA
zgq?!9%P?sv>8%}w37lK7yEFt24S5y!5WBF7*}beCBQrCmFN?>~p^;GVF1IlT00Cp^
zqRu&VcxsGZeUc#ZEfb@yZLL5qrg;CdtG#2Of56Z+KJ7EX8#iQ!%HnHmUkCh%#-_(a
zDMrOVM+S!bI<4wEp@|>eyLap3TO9tMeE9JP-}|diEFb^sgAf1PU)=lTHk8H7=U*Pw
z_VY<4s&br4)uYpsVFTDgXf`q>Y#XxTetz}h<;|;K{`~Lj;#1ZA%Y&0&{^Xbc{%_xD
zU+?)O@;=^udhgZw<=NrM%bVvfZeB8gX`KJX&;I(izx{jVv*mL6@DR-Y0*I=jpv%e7
zzOdG~x_L@>vX=z0sj025)iY`Bf=E`ZVQ>=u6G$-ngA8EFt%T9b7zQeu+Dc=`3(7ea
z7K%A0u0UTiF66egdx%{b8-#t-Mpml9xb@lFH^=9vs1)4$w0agVP|-vxrNWyylU9-z
zU%-4w(e;;uilSO=yI4q`oi-_8FJ7D*y^I;g5=GUwKK|a&a4*}{%?)x!{ra-5qOrV_
z+~r3rZCh4Wb~f<p9mm1*O<#MvK=i5o;7{4Q7~Z2ME1voNdQKy@yK=OjJ2}`<pPkDl
zjt@)R``{9UtV$7@F-S)q?-lChjDJ(gB@P-nR0;_FgXYeuFRo=a*CM6dYIP@ZqHL&H
z$!69$_Vc*}%RQ4DA6JIyemkk$2U9|+4E{VwXs}6;?+Z__EY16TwpZlC=l9|jQN$8R
zVI0@*rZvk!24%gr))}MrU-L5p_i&t3(~|<``BFiBIevaJMM6CCeAzF1Qo^B8X)VY0
zeBRDC&$PC@G@DGUK$F41%0Id~ZmvOO&(ic<0eO<eFi|({AGz9fd5cg9U5Ut9>gf^c
z`~TUy5A8<pGt1W((%rTdN+p$4nJi|48BAaRKrj<I5Fh~N9E(L(QkLAd<j`$7sU^8(
z%dy)tXQtPrHD^tqv(6RGc|Oi%lswg%Qi%l;@q7P!@AtPmLt;X0O%2jq^9W(d#gWlI
z^a~ZD(#oonF-1VswY$vEMEiT0pDyppXt*K~7eNA7YvVl^c*$Xpz^D*#Uyo=DkiLYN
zSQSY}I81(6us<ji?(HQD*wpeb5ANMzSVFQhBs&7KecPn9Lyw+x|A-~U4v}SHIUE0O
zLAt&zXi@CaCTx@vv?ui#AFbk#^z=60yMsibVKN--1F9}+lnTQ>>J~+AZJ8JeLwEMH
zws71eiiRO%hoyjKpzBow1URTj*s20)sI$2VXo3pomhJ8-oeqLkqhTu#3^Vf~n1jIy
z%5#BXDU{O##syh95*g^!!+7V$b)bwZZiBVOz97@q+B6eGzM3z>6z5X}W2kgmuMihw
z&KM);6&+?8#=z%IV%{;VKmdm#dP!_DyEG@lHx*SW6*Df*OhvOxOV&jxWOGIeDYdBI
z^NsrK2-tH)j)n16IRrr`QExFr7|hf=6;Ck1mrFSvUbIKHrU%4)D9GL4H<(;lGT^0D
zQpKlKX4?@6u*~%pcBhdWUX{*P;n&T?$yIXovB(I~WUame6OnZppPLeBAYR#`!7#=M
z+gz{i>})u?t*=|HS@vbo@d-nh`=Xgha%!Vmu9eE5VkBVrEVrLYCqMqdhi7Mpq*{Z>
z^kf8Wf3Pn^G%gj;<`*pjQ2Cr=3c2hQCowWS=bSSMxH>UE6L(m!3y@x#VL9_w9XA35
zs<Na^s<u*sR<75|P!;exPOO%dp!?-o$$ieS!G}~lrjnbdX;ruoU{q@>)y?(IU42Lr
zwK_sJR%<@p);1uR%Tc=|(|WzdL7`lI8)6t1eZYYs7h7Yr*vm?vLl~P|P|;u=5|4QR
zTO#05^kJ$PwFtv%&x1E*fYj^m3f3PR<-Y7UT2WC}gabA(K+v9~w2h2LsCTpT3&{P6
znAAOvnjKkl7gP%&*^wfoRmwZ@{;jtL2Znk=J=ebX((A8Yd;R5CuYd35H(tK>7AdT$
z?fKIWHmVziWInJj?H7!2(QTWIa;2v%8;nchMW38qK6&)~AAk1Sopm(sowL2;pZ)l=
z|MVaJ;}>6i@giP;zrD{d@FPI)eR%Tl^xy>S>)mJXKRh_OIDYtxpMCz-mtPa6%pw7J
zesv4oO9(umLsV;+_G*T%xc2KNC#K}#(UBH36hX_0hBWKcB9uk3u??X0%*n%(lZVH=
zy`6(SV$F;IuxmkT{_yx{W`2?6f;U=Styu1pdaBkd$_;BOgEqGv8c!ddo?l*I>&uqA
z+;41F0AljX8aXo1Tf*=w%h@ZgDR_2V)*Z9!U{`U{PBA+#++~DVt`y*@1$*9n<JIo&
z_QS)i$27i&yC?hA<2}8QMHG6GEnuykwTy{Rwa{ukOQbqIT01)ob`^nDi}|@#`L5EU
zD3@Prco(a=hsU*x)3xKh+RV%(o~oY5l?pCUW_Pm!=Vbuf*(~`=zGpU>@N0XmxKT@M
zlYINx*~#(d%v7XOSUB8S*;s>9D?(C`)Qo&68Kx$|EiUHt?9_t7;W!DTUDydrp)1rG
zq|wEp*+Yp5$a?)jJVyaJCMY4n<cA=E5n;K0UI)-{k7X%EOSrTg$N)DUi4>GSmBjQm
zEM~C|WmJ~S73&IFlGY4Ss1t<0TuFm+fT1n<$#?3CwS5;|NU<mm`DlQFE#+lzBy*Ic
zIIUZUXW5vSfGmXN2g5i6LlcomTT`<bickEJNMv>)7Y3;s9t}9U`+Jiy)lsF%(MVTI
z6J~;b8EK^+oQhD$wZVM=rU-Skwlz1nWB9Q)<Bjch)`DDjTZ^xUENXvnhs<TBx`IR8
zrC+)F7{GAmZB51}hLQi}d;%1HsHLZ?2~uB9X=Fep)4;WB*V@}V8}8n@d-DbYS$A90
z?Kj_&<%a1T>D7fN{4Xe_45+`o;cmx+yEHw)vk}*%7Ngfa)hgVUhPygedIxlEcXbbR
zf$g{5731#+7#c2`0z-wo?i;Ir!y;H6%}p-xLhOxqZb9fG!w1Z+V3?Vhn~Dx}w9D-e
z)A9Pcm!>9Sq@++savE)2PN#J?Ix3bgtVIcfVC8JOFG)<%(E&5kDpzbt3FL%>jdE>>
z3EP9R&a(Kk6QhCm9_}S5iEVp*WVHUo5{i#WQo`hnHxVY>1LI%tE)*7IPV3gu868YV
z_-YK?A>4^-DVNm2jPC0|5XfSPYMr(Nuuq8_ZcX4SC>A7_bhcPXG$;yK!EN!&NBW0m
zwG;M*#1&c3Bu^6$&{V#V+&|b^ua@hCtyFrgQgs*BYAYN%8$O472ZkW|2geQyp)eE`
zt5(seT7UlZSze$aYgO8bVPTp!m0EPzI^J1bDP|0|>}Grkj<(H2vH6ROGeHQ1d3~Tf
zN<(iX+*MsxgEs3!NGQu5ffJ4J|3n0S)~G*7*h&PhZuCk7wqi>UZ6nx<KH5D=%EfaJ
z&3oCUvxg_SToGEtNXEfbxy5Od;kR2rK0~-*xKrNTxHHw>-pStH@#fa<YTc1`H~6)&
zwTuNObTMniMgSnjx%AGG&O?X|UP#fH8gr)vcDr2_6EC|}FDfa_>ak%AhJtG;`=zA|
z|4s}5M8f~GS*+<pXu+qS&jD`}FCiu-G0lmI8ECH{k(ll69f(Eaaw1-L^Hc2Qgd>!<
z(TKxM7tnA|cWaA?quVDP-?;YLo7Y}@<7)bP?WI?)z5L3Zo3|b`G(Nd_iZfkGFXO8$
z&CJCjnkpTDh9|Maq*ccz%ykzh7tf!3@QYu3bFzB?bPqM@a`Uf${_D57uNQa>d2#Rh
z@&56{qlZr(KK=0RAc22zeE!SNzWCj5|75VTNG<JETir(dT3ub|Kkft~*qVQy9PL|l
zREHtjwM8W<7ckht5G*9h*2}m$u5N8_1t`UZS@Yfc*2c!phSm&h=0HO65icuNt&3_o
z;&H)@RV%2f`CM&%wNfqnpOK)pT7PtTzJIh2awwsc&o9xk<`*r13zE-gmOw`(-m@a&
zGx4#NN*?7Nw(HU9POY5Y+9<7S$__}a%HzWK@4Tt~Y^`2AKHLO2J>IYGTVSkO{kGni
zIytC4x!B<b0^OUzpy|(!>a0oRuGN*SeKOE{`;Y0R*xptJ!Yh}ZHn4FFwpX*j6tzmm
zkXEaz6IcFQ+TW@i>=-e!!ujQr1FvBGxc*1!uk(}ji;Kgx)#cRURCPINS#oE`nt5F6
zOl@~Dzd$;pgH?gRvT1Dn0*ceDiDN*)3th{Q;i8SPDO8+H&H$kCSByr~D%Vk;+lDb;
z$-r@i5XiTR2q0wNP~ggEuOx^NzBPw}cwV_oixSbFo{5`p4~`DEcDKcJBaxBC#Y84E
z1N))&PL;aUJ$nD#TwG>vc6P!PXXk6BTyj~o$t3I&#7m@hCxm#zgdR>%s6#PLJEN?v
z5h3UvL(m8Q)C{$2eK0bu4~1wT%qG%>6oKyre9AX;<q*O0d$n;Uj^V*xexgy+WiK%~
zA<FEEB#vYku)Dn#EkTwysI$@3Gah+x{|*iU%(}4vxPtzMq#D%dg!^oVg+hE5OO8z)
zEe%)@{#-~bP`ui-2(@Xw3`4r#zbls&B-BD}eH{<XBI+UyU{>r0UGmzSU7b0qu0fqG
zS|$T4Gt|;@=dD{L0n3R4n5#o!F|)z`-qr{AEfZ+c0dMCbap>Tc*g~MJi&K-HPnAPJ
z>H|GphCM|^GZK1qz1G&L5tC9}j!S?)KGGW-v7*?=as)b4_@j(lf0F4Fl>(x{{Gc$1
z&}0L3&!S7citt&=<_vPF*;syQmgfl8D($a>oY?2bFrvu((VTiiRv}ysy+WAC+`K4x
z2g+fUOK4z<P4;%Sp`s<JAiUkg1U6}Oavak`7m`&1)K<#{0{m#Lm=z!%x&X$)3T5DL
zyF5yv)&~%{QOgu_M7R-ib%wM$HARN9Ybmp+G~0$FW}U^}Y+#A97N<6(OG~9H_9#~!
zm|})anKXyvY2AA3hKf;=Xt`9hTSIKxRH2$HdZlNRi_i@cb8O978-nvQek;dSQ8b|0
zL6qG=V02iGz0@fE*u!s7v5^sE=i;NpH!*#vI##0)set5F2lt?{#8L}|k20B5u(ezi
zbYylTK=5+2OEbES*ozKIK(gLGYinDjQbjd4)liNi8jCI_({_)|hG_jbFsg*e)KsQY
z(T$bJTvkCHL-zKM^oTGFGP#^pC3dF+k&G5$%JInRrTqguyq4xx{XjvsegJ>2{lVQv
zo0rj8VlX@?%B4u?iUZbd<H25|t%2d8;kGtYnd~7*z9UO3n^lIAaM#|}ibVlNF<=LF
zVgk*pt)*SY($3RjVrD+(h(Ng<q#}EdI9wRl(D39iJ+OBrzplT2^YzzX`|eBE{Cer7
zYcIdlbniZE^6~kj{f%wGRihUHKA66S9iwcPD3c0|(dqd7+0n)2+4Fz;)jvOdcwyU1
zyUH&=`|=Op{N;cD@BjVcUW32A=P&9baC&t5@bL8V^zx&3OkYPjAHVqZZ-4vsABk61
zu&G}wRo2)6y$R`Se{X+hd(R+se0=P{xM88X7VsrZP}abKyaFe&y0R<SR4a>&F(1uc
z+rHx9VCV2~xmK6b_Iay6x=_;AT*~E_nIV?@(maMtYISQv%FA#C|H8JcuCA|bterhP
zTH_@I46yXpW_@9C8oCOzVq+bj0rR0ETJIxzYj^$lYzN@t=x9?V5QeHe7y-}m+Xvd~
z*I#REZQR|dKY5}kd_{cg{A6QyvvhW-6{xtszb1iya!^0nuM5eapKU^?J`x<O1OYIu
z+!FFDWpFKBhv5HnJKIHl+y~o51J#ZI*i}?a8Dc)kI$2sR1E?-lgS94U^a+HDY${R6
zA?GIn`Au1sGG%L)q{byG<Q7EE%6TSBVtc)$3#kTGQ7KUZSJ&%6PI0Sl!%`fgwn~sy
zANCqZFpFRuDwUFYYZbx8JPT5L=6pt4K4|-Md=|N}HAdE;425jV1JYVr^fmqAo{hb&
z!_y=C^jwHJ85KKD(=p3c!YuGyGp<<+3CmkxBg&7o54&*aos{+R8@4Yujh&Orr38S)
zUqrte8}A2jp}yWRM{(O#y@>Px2@Uq_T%2KD%^-B4t}b|OoFa~3NGcvD3jYDBh*YII
z+i=r@j(_*A@yd@X0Az1b9)6%lzNv}r60Fw^0agq(-M?+$a4tSJpO`S}D09SuoU&xt
z)xwUXcj*I?%9cTrU=Ou5cVmHKev)b2V$%b%fD$Cvi}t1mU`O}w-EKtJH&X>Y(f0LP
zwPyEsG>;ATf?ZgygsU)BFduQs!WK{;+#Bp^SGFj!#b9N#LWDKzRBE_qE^^)CwDJ}$
zd07^qSb79x!@2{eeRqsS+S9{cG^$bg7N!y$8q*gxeSA0^9Uh8~jLeX2!u^Y}k@O63
z>wxKtZ{$bq?`q?M1x@8+5wR$bgEm9y`lI9X?TyW|!@WwOFcVMY;1_1>5>7yJEzLl%
z#``<kaKj|Typ%Kph_z$5FT^I9l9JgxTM%7gb(|8uBn}w2F{8d`lAI-eJ|;G2hBOQH
zb#;vm1k;xwnbdu-p*hfP3qY|r)`$JLAaviZn7ePNuhUZy^!v=t5=h;MuozuTwvW4~
z6^Js6RIijL5}BAu%<2oJ&ceRa@Fc%vrGy(zEzETNQ%G%EbwF>pc$BA=Vj-x^o?)S;
z{p3tK<B$ZJnM%;g9LMU6#itH-wic#FrYFKWm~3$dn-{}FOVdG=3Yvl(NWhE7G?Pv_
z=>#YWyOZf9Dw(ZGnEKICw229p<=ku{AmpspL@#NGuo3_f?hzuZjY#Jlh*;|`xm;lm
zrOTUPcD7I~@brVw{FJtcX<I_ZsO13Hnj#1K3B|$oMex__$47g{A#X!meZ!-}i*h2<
zmpGzPhoJ4JHc4_GJqYM`%DDQv1;E+`?#)-!DMj1f;eK3mRA&fg&nhu_ti2-`y&ONr
z1>S8t+LbhK`LEG<+?>Xb6lMzn5Vw0*hTK)_kn1azMF5RJa=%3b_-FWu^y9u>vB_Xn
zQg?h`e<qdfZ0)>z^X{!1H*dUp?TwdTy79`Z*G0cxeHDVWxuN0t<pmgbA(hoAv^cXc
z9aW?r<vEUz5bVd|LiiJjv*QcS<JVvO^M}vgeRO>B@aWNRzWn{~fA{AX_451e{eGbz
zfwM!?&Dq82#k<emyEr|2{P5!I-~92buYRvmT8Eh|{c3%^Sgcekb%3vpjqRP?qt*4D
zle6>PU7L>^3Wv;2XguN^)pBti9;~*qxwS5LzrL{wA*Da$`23N%tGvFQp>J)hiZdCz
z);4OD%Cc?h`GusS4xf9r^Q=%B-cTe2C~ETkd$?MX`3i=X(IhMfl`Yt(W~@t5v?O+_
zD|oGi^|h)GI_a`qxOfL+a$Vhel+VRk=`vN+R>w_WlB1@t)8p-vqjkESJpAtV%FzL9
zHD9aciDr9SW!sBpz032R&3fvg;_O;_ccWxH<7_H?)X)tVR;w(X9@Pz9L^DjVgPqd$
zMxKobbEEK({8h>=;^Z&q=B!NW07@>xWW_LGi&?07eLXoL|K%cL{EUjlrMby`a%!~#
z=N}6cHf}9gVR}(LQvvHt)gqo|WLUAt2=^r{**>s17gr8ogT7iRSqji6zPv2`rKLEY
z&deF!DkWLD1s~}g+eI8s1fQkZOnPqAx|}`7Vn$adRGXe4=WAEG`JnKxn{`R3^yv=$
zk<YoV#XN}0fu6nn7`ILFHz#*vvnr1VSP``p1}*MVs<{{`qPM51xoI@uq6z>zVGsLl
zS9^mgWpZR-Y-F&lrPXQrYU@1gQ{6_qdn4f^m_3a3)z>vV)TQ^voE221SdbJ2iyMWy
zNJ%bq*8W^^Ty;<)amGkk{apg*)&`@d5bnr8ck48w>R_K~&8&v`0Pp6+?@Fpe$8<J6
z+GqNbk1>8p#hAj(GitkuRQ`AEwQF2U0}|`gpEusQ+0k^rv$gSRiW_LUcb5=E3~Rl2
zr?*Ya9_#C-e3xMkS)CJy*{avF`QGh5kg=h#gbcTsQ5a|o;1NCT!@XTYU7aJny^`>}
zKk85*l!@zvx`JXy+3(>#U<U~+Tb3~6qdi^o6GNb0U=%SAUr$e~ittc}2I_vv|Ira?
zEG`^mguR8mt<Ch}(&jqb-RritUM_MU316Pwg@kfOfQX*hh-S(D_-I(LU+cFqjJzgC
zZ7nZoknHQRBd6~X9E@~kT@lcCYTT6EFVIeCh2Dw`v5`hPni@Ns?_0q&y>K24Tixx=
z)JT@Lte<g{)#T5uN03&6KzNS=?qD=xdUAUWemRo*{9K7{n~-iwPV?8}3COEzS^ER?
zkdd8qveR;U`tTv|@%+)b!NZtic1fplF5($~D=wTgr76;@)GN?L#K*MfNd97fgXnk{
ztty3=TD*eF8Y4xR#G!JF)3zPWCkn8Pf(jNb7puFju5VsEduqqWE;jp*c#6PaX<|AS
zUlvr&B$<o?3|>(*Kx0xNYqxPemCm6;@Nc~ty^X}ZMCBzh`It=o@^Xn$s(Z+%V`6$f
z2cejU_!GX<+!3WxdvU^{smvyDf!)G!P~L>TjB4JMN(7RNIMRT|v#9o<!Ctk3Ufw$c
z_9GVO3C@&e`j>Ai#K=W#Z)X$sFxf47FeQzx!JLKsLOUI%OIww6I2mtl?XV0IM8bN4
zYDliUm1k4ZMy)y*jVDdQGc!ZIAi5)l+rj>RN@Qj!-PInV^ol#)eB%c5@y4}Rbqrnm
z-pevzw_blk3DJ}Dv%~G}O0gWD0Jt}JI*SZK+eIVelaYzUWSsMOdH&?$?D7v^|L()L
z-@iP4{PxB3uYdE0Km7jN>Fb3aLSEQAe|~ate)Q<_?DGA0KQekfJUac|Z~yZ7KYfk!
z<xOpe5pO*x`>B{xHg~pl3~jHj;Z5wVtp<~pZb!&3i7@#DaR{NM<x<gqSqb(QbJFtE
zveQQwEXGu>u)4Wfpb7<DfpKtDW+JSOK+=NN5Pv-_gpc<uKvrAK<csC<`j+ohuhr36
zd78`qOHh%M2SrQ*xzo^uC9c@5Woo~O*Z$$w`J)3i*`Y$~GJA5NzP5s8A@*?n)mJ(?
zn%Qf6yFw-T-JL2@1nEo!>-eBb1Pel6+d+!n#^T9g_3`=o={~Peq+}9nVrL`2w^>}T
z<#1fr#kclXfbru{@R@0wkNSyV!79Z?L)6m3WTmvQR!wOpf}h;jSVpKwEyb4R#t<!*
z^Yg|t${UziDL+@t&MeK2*O6U|3;6t6jr>$A)y(WdtW>S+9_%Z`R3Yqxx38~1GB##*
zGWnp&V;PBu;U!_?8>@7bXL26K*@cBEqz+kPwjidG%m{40JyTWYh@7^u7?eS9C7r5o
z)Jv6;L3gE6B)CN*eUd<MVe|8orNTmy&#NOc9>oAL>t0%geSUF#W*dT^<7rw^9LYpB
zo6!{`LGNEbHG#kBVl9?MaI&7+-h3}0h|+T=#w1wUTNDZPm?aR@L!ALtRpSt)%xXL*
zkU$q)p8I=zr4Y4Cxde+54%RY0F)lb9oWMI;MuOzYkgZ9(U9Au9cG9r!-O)zW(R^P&
z5twRkD4<M;%s{|dslb+u1WbJm-95@H^$GU}L2<B(Mh)P-q0nGIcd_gCTW{cN^|v>X
ziCoJ&n(kTIBj2IZBD%}2n;|J(gF#_8i;dLNIWo|XHOl_OaDdd{)-eouvgjBKggf$9
zUx;}*V!bZhL$L}qH=yv#Yf+zkcV46|KY_7Gcxa9;*{f-2kdqjTSgA+^vQmEtmmVWR
zW**d{$G%&4&v>9#_3LUh(`o*LPPLi1u_BL^qE3UxR|{Fi^=VS)(15=#7(Y2YH13Q0
zx>S45Oz4Y*3nKwZmXGk`;3LdwP+hL*GE0j93Ny1XBWdZM022=-=PL(IFJnW)pz*BX
zp3Y_zTjCErP`aK@G#MF3xa|tHp!j;wbP@J+S$qg+QGH!~9PxmWJ3eaM;_X_Ruuy5_
z%V$L5QAR;l;px(5ziJuueaUgIOkz%@l{5i3D{+UH$r$=YLX9?yX+7Pdj-rv4aI)#V
zSbZs%s+Dt@#aSSI&S|-j_wDF-Gtr27&-b+(7}bRx*FsL54YMH4QG>l!7-A-zi^p&O
z@Tb2#xp?Y;VZo5lgi}g$V@@U<Ga_TuwYnHUKEs}yCEw4Wt4&M2J31N(y>SevMkcVa
zd|p&w#<)mglf(DYCSiG(iKl6*;KR<Mi!3dmp4zwd;Zn$@%7Ui}gphHgb;^47xC)7h
z5(4dFaDakYrrq1DY-@SY*4l(5VYC&-m)vZ6@Iao<YJ=s>u8vMM+?^e4M@t|5?w$9b
z7cZ&YTfp2U{b<-XQEI&g1G6II1Qlps9qm2A4AwoB@IhCwpO_{|&Mr6zc^}zcSIWyA
z7JzJRc<|uP-3DB|*RJ1uo&I&>jcc#H`n~VH^queAdGp5on{Qp7oj}=R2$`~`qc$o?
z<LVtj>ZT05(;7Szb5AbcK0Q49%|Ctp;~)Oi{^Jkc|L70D|LgC5_m>y;`upu2e~}-7
z)1!yyhmS5!FW-6g{<DjxmuHW@`Q|Ub{MDBjsl<&^Y1u?nUnPGz6;`)4w`J<Ng7zHi
zH9U%)lI%qxTP)<2JhHCL8CW-juT>3?#Vmp-O`f;8e|)+_HsYzRur!?kon)7U=jUlM
zxg?ts>n52@K{A$$rNhGmsi|EoS5U3>3Idfu%PwRQs0c_WH3#utTu$qJT;{$ByMv`J
z&DH9a14Y-R6u$lW>8=D9S!~4))pC}J^46QLH#XeySB{SKCRHs2?C(^zw<^N<=nxhj
z&rjB*=>1x&r*^j~W97hAT+7tU3pIU1%X1RnqF?JZx%$$>qZ$~-T0K+DPH(Q}<i`s6
zd6QKozW@S8Z1eTG%rrv&a&bvLH!wwJDOhr>E-$(T?qt1^s`#h;dv>OrpZ5XmQ`|od
zfm_?lBNKgiIUW{wP~b||3(+wW83%oknf19gJk;wFZNEx@%Q)omOl4-%*#(iA<zfa@
z%X1;Gf=-!QjJv<u$@g|vuePryT-t<A*0<M_>7;r^Q0=8f*9r+SgO9$v1snSI92u7m
z*#%o<$vLYNpZxUGPk!>r{=sh9qzELHNxBpZk})gs!c5-S0eDCJ3zw%5xO^xiA7wNO
z(oG|SKK;>B?Ih}|6A!ZskJ;%U@96E{LY-~hc<+;=LeaM5y1M#g*t{g%TllZ0#`{k3
zqQ!{Zy&>~eCyNV}zN@pj&$8l!1~M0TzPOmAbXzmj7%iuRhCl)(t8q^{+L}8%TRJ=2
zxS~`7VX%8QZ`^(B&2CVP`}YlHTC)c_nnF$Y3`iCp`+d)wZzvTaLq&&&o&Pm3LQnW^
zq1HwOsmYN(z9Gt}$1Ev&g|Hflq>||%_0$_Os##Q&k7J1XL5F&}ddW<Ucm280KK)JF
zS*7xnGz@!(S=7<V$Bd5-BqFMXf<|Kru}E)db~0i#vL?v}60B0=H_eg4b_n-%G&f?-
z4s^E7j88l}zdSuW*|C(8O{Ia~2|A-ADKx0D;q-i*wlz68kQf<A#)qRrp`?rA@PIMM
zi%5?EpVamxTTmKGc+fzP$!>X2uF2vdWyxJznx3?tNzI{EVzI^|fcBko=_X;3DlAQL
zdM$$!5fSZ9KW)e*y|uGH0EP?)*I%tSg99$*1S{V0Vq#h$1T6{&YssebL{Os5Z6s_>
z#inMaW>+dUUkp1d(MW72I)!myT(|uvmA<%;vI?B?@>5P`t90HCXek`G+-Vom!yB|3
znPA9a6Qe9t@p0m+@O&`Q2P24i#NMCjb;$Fn(108&0Cs$My0dp$u5G3=BL8WBgBvKm
z2oP_RMI1d~V|YCg+~yX2U+a+NQWlzxZYK6hhZppcQ{_C;$^1m#fJ{RkBa5?C#1@Wg
z_?j4Fnuo7WH2K-tX>Z>1^CO8(nK~OpJW%gwC93!*K1ETBgJSyWxWvBctGl<iohqw(
zUI7^YcXZ6^Zg9-$>~IERGPbuUop+{a7YP$;WGw30?(FDfD@R7q{>P*d=+cfqHm0$T
zgPM!jjOnbgp;4#22hk|3F=NrY*~Vf5aUvY<7P$;2sH>fombM2E?!NU#%l+G)ksGgF
zm-xE=%FAzDd-bL7{O!%xue04R&Q6bZjtZ%AVnS!=VsvzTazwKO)zS1jBgZG8`0m>u
zU!Fhz?bm<(`9FOA?vr<Z_~FOD`SK56ef_5w`4ar?eScvefkzK7Pxen7L*9M*{`1Rc
zj~_nz;~)O`gCBfq^wC~MEnlmz+uSK((3g=y_v@D9QnVV>d9e2_K`-5c)&eQ&lHMGv
zd`9Fc=n^t$)r8u!h!g7vN1#%N`}-!JfO5a7&SznU&Oaw8JRdJDXGECXh$zuaVp0Xq
z{{AL9;?_1~>o#nK$qxt2pk<vB2rHLg5^-NHr(mh<dehmYMtr;Fat_}fL1K5ihE%$}
zRa;%JQrO5xH?F_Z^x*FP(e~qK58=vi9yV7?v@|jJ!=1{>Vg1SZ*1=}x@@##7yK=Z!
z6S?20B{!=}tIP9ftNH9yDVNx&r>o0L%*;w*?&4wn;^7)Z7!rlGa{ZFh_@YNrQNE0E
zSIo~FrC_`TG%~5#N-2ppD#O1~%^mMT^<x^&$c9<Z6c{UJtcJzP#d*$Ssf?Es&y@{P
zQ*<Ymqzt)S)a1mZaEOZ{AtE|4oS2fXm$#oU>GVy_tIm|eUs{wL&NGUzya<el6A(uN
zR37l1_2sG9APdqN+>S(5C)7rLiW;UlC{GNdc~B{Y?!yA$eqc066Lm7hmeF-yxO{eL
zSA3J%ys@4Yj>$^U@I6MN@t7XEz}JY_#1G?oLGeFmxG$rtXRhr*L%@76OOS$swqFt!
zb&H-bu1-$qi&`}(4J=weHSWiNres`-&X~$f1cU{HN(}5$SY=?q5~bXi>4j4XITfrl
z4)(c{qC;>O*;^JQUErspSYe&w^Hc)GLM|>YaKZ9dpbvBgx&~{rgEDu|NP{NP+IU~6
zSloX^roBG^!uNMP;4ngFjS4e|I)b=+cRLPz>w^Y^A6gXIq_0yikA((CRwrsJ6o&pv
z($Eaus<TyInUiR6cDIABB34&lHwK!qhq;F2nRm^;vf&I6HuGijt#AtbM+U-^!=sbK
z>b67EWA+4rBh+sqezn7qO^gV&wHYnUwAL6Q^e2a;v(&?+R!hrs6Qk2Yf^>}WQP6t^
zq6x&J!u(_;8t$1M)0)&i9;_&i%5$;ORD7Bby__tN`k^>Yv5~OZj2UJs(+)EvU_U;b
zv?1x1$H%mC&qRku`r6?;tbP#jq`wquYa)<vW2dr3jlQ@Cq!_*)Y)GJm0<ZPZ$|h8K
z(vf5geNt$I)C^?3)D0$q<>Gb+Sl`lWlNKwGRHkFo%+FY4%yTICS1lFjSFA;E0n`X#
z^5|sL#-oJ`;+W%rFjatv7?YARtx#l*8^K5><#mPF_a~mMDG&yC)&P$UVxhp4?p5Sl
z+uD>DQ)LU`0;NTbot*R+7frh=p`g9I<;-K^QOkt_T^|!qRfl}n<0nrE*_zm#QXwUL
zoY|N(?0JznGR)6Tdwq(lIXni-3=?DCJ2W$++}vDLW>o}_k12A0<rF|s^G<D{CLmsU
zi{4*;`1yr}-u`fh!$V6;pej!)VqB!z28b2dx&fv<wV6lnB}OLiHDm$$+Ar?wWl<^)
zbBGCm6~cSkmrP$CiHYb`Z+N^T1c}_?5jK|2&drtbMWhG?*|TvoKV=oi*lh*D`;MlT
z_6LpZc*mBTZ@m8UcfNc5l~-=O2K)8O%isNuVNChs>5)3M!|XzCdOR8sCx*vjqm%J5
z@6>VcKTqH4%G%q{KD>DN_BY@B=P!T#yZ4^G|KlHg`m103^DjUD?F)PT{q~N($dACI
zhmX!r9zHsK^v=`wpFNWCdG@=nfBW&r-`_jfw|C@oBcp!SUeQuU8f*XHkTod6kzUG_
zAfQ%Ou?pCd;tFUsly+B73jOAK-6taX%O&2myIx=M3j=I_AGmd89n=r!x}4K1QY>YB
zi20Sz=X{7|vofx6_F1KpBcRDq93JhK%Ec8RvGp}0m<l3pql0g)nhAgsYCD#*{+to{
ze+nNFr-QL1sr}Fwr?LS!tFSOXbN}{@JGb9d4Y_-`vwyUEbhLeRu(iKa-P=Zy4Iry(
zi;lPRmuG9MRU2f>kI&YvJsxbAcGt3dwy4unYin6U+M~10BfR>p!g_USt+Jp|2n4KD
zR8*8W++A6(ONb=UzzUfe<vYl$)hb~y36&u3p-|g~`}#_@oSWO-viG#;FDiWW9Zg@U
zg>jbU(SB`a5%4;aDlA$vrF{WG&<r3gZ3O}^1kH^|m`R516jb_hDKA<tW8vsZX><jW
z#c~Z99vw8iVTHj*xHS2%W}A3)(6|6qSz-^D3L86Xu|(AJyfsGMbdZR4yoLt5Y^Tl6
z#BkE|1e?E1#iwV-=jX>ypFT1{TZlj)x98v86B79{zr_>UwA+YLu<3{vrbO-=>%-t-
z@vu!5b+9mH=)z7IaDilw00Akfvv=r>ZXHr}ol6OwD!`voRl@zQSwd6j*c@#UX_ldj
z4R=gNiF(C-(>~;%;&4ne-A2K6G{8-CI%$(%dbF_wsg_O#D5NXRY@nyd%UR^iD2vEJ
zTNvo+ZMlE1y{Yl`n>XKj<4r@0F$q$Ycc^o5Y@pjj)ZNyiZ`fvKZ>YJmrBUX}e`U8B
zRHgle&nJzY@SB5yn;C?hx;sVp-H6eMHl^;6>lvW_d%BFXgfej{GNJj?K$TgTQ-?h+
zN_1swdRhh4n2Z3YL%m%>Ggb?|nsqu2^@GQTY>`rM;L$81QumY@F)qhZ&-+BJOpf+I
zwE}e7?GF}S;ajJtc%umalj?zJToaLCxEhOiEAH;@nNYlI6H!XY<eZ|Tv0;nDQ;~jJ
z*$nhYTPu}E&}n>Rz(6a3&s`qu3RzsB=|x91B^fVG%^}1O5hKGuxT^yq%6cQc#TG*F
zPe1VFq_`SDXrQZ(MkLOCo=8&7#i!@viGl{{`6(NV@@5dJ0j^<T8s#RPF2*KQ_l)N=
zY3B|l3iNWmBVApB9fyz+>F0-dC1e@8eE68TViOiBb@MEyGFga*E3zxd%`B5r;2UNH
zn1WE|m5F)V+0vq^%THx7M)rX@Y4;Pn4(fq}jEH6QraNJrT6;A20AEqM2xuCpy`wNE
z=w10@{^ayT#GWu48=ug)-P_wQ`HrfG<w6H82h`&X_rSZ-DvczqDNv=kwMi^iRwmyw
zn_EUW{P2T!E-o+59-Xrt>DxGGei-*D=;+R6v9j7Iih)bm<2xJ3uvm;+ghso=zWakl
zL9ZU0kAA_c4h#&owP90)#zt&#2EeZ?9ZclXyS76#E;2UhRnyf2l+x#1<C%=diSWyj
zfzhdP^+3}RUUYX4l@P_w@gmgP)<!0~bMxNKw{E=lntI2e;qjGgh!fxYyT5z=+BIpk
zCl{B;I|tBxu~EF-sRhuuF+h|d{0h^a#;5ec((}jfoS!`Y=9~ZPo3H=!-m?$*kDveQ
zcR&B-*DvxV_}lyb!af2|E}vL?e0=`&<M)5~&f|AJdi#AX+n;{&sl2Phnwr2;uHXYx
z=)yE}d~|qtc+3ba7D~*=YR!c>8)#OUq_iq%YN=SLTcs9L&864ZS8?f=%OYER%d~6~
zh^U#$40bHGZl5qUhk@hMFINzX5M3d&;EQVLn1|)8t86S}N~H`sd`*>OX_<)$L?Kka
zzFyu@_E;?*A8jf|^koQCWVg*tUY)TGdaHoyu(Fcz-KlcfY^w3@n|E)$i7fQ^>BY|O
z)*fwbYlY9Ka#7rCXR9pPb-0y3*eSzJ>~9wj^bKtXe|WT=-`^wv=B4HJXkR|u+TX|?
zY+9F>@0!P|^mkWl>8*9&B=*A}y!-aEV_+dX3Q`!{tBnK$A#T{#MgalLc4R)4*r;Wz
zrKPoMZei9&WU^XWSX%|{&j@`9o>l7EspQynCZPq~n8X=eT$2B_DbFezGMhNgo4{<<
zlM0NT9@R++p9wWUQFq@)yaYZgc7G4AjB1#xL7Gwyh4X4fhS}_#Fj$tivAR*8UtBPV
zS)6A!*d0qQO+(^KeEH0m_=4GYVcOl<lN`3wS}7^toYSZ25=d;6q%o(NCq!cc?=9Tp
zj2#&t^MrPFG`s$iEX0(%IyLMJNKDCMixx9uu$21y!@hKA(6xcS5)dOB?%!)^Zeqll
z+>BT>4F%kt9c_V`*wiQ{uV~R%Ha9jJ*n;@*U>^l76lxzF>^Gc%NB9X0cwA1(3=PUP
zhfj$?F%^x3O<Ib2?z@F9f9Td+rJC;F?`|_g-Me%9j%_}&l4RNa+cyzfhkH6ldwbxW
zB&H@uhS+?9^nD^^{oMu&L&$(!T5|(yhYvK^-PYaF814`CKvi_R3Xeiz^mR5*Pmmf$
z+!q0RixcxKqOswW@|l=sm!PvCcp#T%<`alo*jZtzDuR_QQCb+)DW)Sy6B9_dSY21=
z5QhIizYH6cMo(uOl`uIo6YfR~!xRX{zxc$U)<&kjcco?It&RHj#+s0zNr}XyHpqM}
zytT1jw`>Q?_weildSp6o$&TSQ=ha1w!_2o7ut;Buj{CdRGdVpAwy3tIN+7hLo-*7E
zzCRNkvl$0LB8CS-g@R`2mBu%vs2vEzM!O;-!@fT$jJQRR4E`CLD2p^@vMj|}^*zDv
zp^onXj{#xxYS7@FLVqfApXY%at8o1}hXH`5Sel;!LaF9x<U!rVq7los36)n-wE!t|
zlebL>^8qzCBMDH5N&sHfU+TfKxu8iCc2t`uVTZE@kxP;ln`fT$!962Bz8nL=BGe~p
zBr^U4+%6PhTgD=nQeuF2LxWysUdBW=6IgYn%+Mqj`muwETo7L$&g&h>r3t*s8fQ_Y
zV?jN=@R|`3qMthN=P#C|HImFqtAXWm#TW*Dcyw}1o5Ehhy0tZ-F+BJh(3(uv92gv1
z1_wNO#70{lRy>?3sK=p@6g{V3IYVdQPFgy)-`H&lqD$K&bxWhR;3(xSIJwY^dtd;`
zy2CwvVJkA;J$=H8Hr!2L;gJ;DeKbDM)je#Y?iHDA54E=P=&^zuZr`%rc>BidH?Lna
zeZBm5-}&C({OzmX{m%7QUV?DBJUctu+AaX=qNeBpm>`+jogA}$>!T~Xlv*j3pI<zE
zbo%(OfBkR&;jjPw$De%mvmgKBmp}jK&p!L|g}wfMd&ghoN8s@VEAIUA?CHlJeERIs
z^N-*C;J3f|=g)rj^TVSPk~<wEy#xgzSyb?0zAgc_wzIc)1l^22P5AOTn9DLE)zd6*
z?LeeLJye*3=&Y^*c=1U9>Qc78YF-lI3W^t18y=n<?;Y)B3!=3_WCC>&(b+MWs1oG5
zf)C$CSgP9EN;17rTdklO>FglFJ3`8LNmEn3Sc-f!u`jeSew<4QXf)~<4^Cxdc{y1s
zN$?8l3lS&o-??$`&YKL)k3M?u$&>Sq^^yhsN2jZVFMZk89yeCAhYEu#89-DEkMygf
zfIgAmGm>owYmfR35BBQowbW{5;mN~wq}H9S<$5K_h}_;Nn4q3KIr!lHi;I(ucb^?U
zIz!J|sZ|S)9`5aLyPfi8J%iA&x{@m8=IiBjB{v65Q7<j+u4gyu8GDN-CtCrigH~2f
zCejnL`9y7l&FUe-3>X=YP<!A7CS{C;=dtTO6xm#WLCfYj!?Sa0Nv3#514xf7NW@Iy
z8voa0Xn$1ofSbO2c5cIrJY~wQ2Wh@_VPuy@>0g~hoIYtQ5fNE^I)wSzPs|c=Qbz{3
zihCtYl4LRdCfvP6Gx7wD$~6xX3Jrr}V(s0*o_*;w9qjCn4s~N^5xsglgRv*n&K;uP
zxLz=F*eIr{hI@AmOa3%i+Xzf3;*D5+_vnzQ6G5x--tAjf6paTAE%*rfk4uhIyegpn
z-VT=<%y&o%1%-+TdxO!-)YoqSfR{J&F_LI*kXEkaW>mJLRKFDfAhN~)wR%(hOz_@l
zCtek5Z4QjZ?v8M%Yf^difYC*yyu)QZJ`w;H@Gq!9ZpA{TMYyguNw5cPP4_xl8^TH|
z`GZ{1t946ZGSg0wjkl%Q)#?iFHx#PzaF+y?)rXmYJg}te$G1RCO)J5fHuj9fNBb-%
z&clX`kJ(!s>g&a2C0-FV+yW^{dI<o{AY`+Wc^ZW32fF3#9b(qk)-uV|&c;S5Z!VdJ
zgYb2WlJ?5Q!@bsA%v~_-1ZoPL*UM<QoBXvn7scfg#4;U8<Li-}8XJ^am#7b8OwqQw
zI|99NY;1abG9FQ?822Lu=_nOY!PDC6B5lS7JF|Cc2iDW)Y4l1p5rL9=P8T#AjfK+-
zGin*<wU177riKLeGJZJVviVsoEF2pdZ_=De6)wX7mdocSCMVn4I}3R=n91#(J-gVp
zm`(Ty5mSkUiSZ~~(ENl~2K#SMlNSu8YWicUM<+b#;{-9ZG_3)?x7pl@0R2kGr3u|}
zffLQz6`^NU1`8=mizXH_6FP$|9OcN@qo+(na7_mVFPVnY5!!vmA`$UQ`N~9sT)*J2
z`h-$#Pr3(zF+tfWqN{=Ydm!r~6BNBd;c$OfMne{YI40iq@kj4jklfhX(%_NFWRH&z
z1GaFm8l&@Kk*a3d$;wiGx!l(qfJcn7wC;}97RQZX$5sV=OEWPKdLq=$XAfCsp=CLt
z2-};LO;&WUP*)Geuvh+7fFbJ5+1An=jB7S1n(liC5vXUCj2D(;qhoWi#M1Pvsowf6
znn+J5)PrQv-qCdDPUD@sci(#Jt=C??@#@Rhk-onBomamTj9xdczuIv3*4vLCpX}^p
z9Tz8}^V4%c6I0{Sa4)$vI_YMoW~-&@lSj{<J$e6M{^h^^m;d_zee?Cde)i*^|LW)e
z{PSOY^&($_zrF7->?0s-e|~!T`26`t?|<s8@&2=SzWC+mpa1I1M;A|KT!gI^EzJkw
z(P9$0TJn9((RmZr0UM^GXQ-|L*P0dhW--6Fzi$+)RXK*`g@q-T`_=VTOOBOladWfo
zTp0*3^(x#%u~OXL-*J<Y`BJn3s#A&a0I|KaNT@d|C@fsW-YMo?{q0+-fHWQ$z_R%?
z0O=a$>Ow+nY(+hGF6ldJy`k8gp30Z)P}LMZ77Hn=KM6>cSs}O7)bQ55yKm~<*1mmq
zrf;qC_+s1Wr7dU~ziVq{Ypt+Z&+TrOAD*mNigU8@3bmP!hO~MWXRNZe8Z0)Z7iFmO
z5MFw~jb{S$E84fW3de`G3>H87@baVgA3uI{<e%?6JAM9S|J^6Mhg+pjKYC(EGQBvF
z=U`TI%LVS!<Yp~f%FR?u^9MoxpFWs;a&fRyP8XJw#d>;qBfo#TAJF!THmwHDRL}{w
z`29xbI3(9pB2EslP{1OruR3u~xq#@$O)XB7uv`($wYH%o>&$;Uwp9-fWSLDiKt4gE
zuIhqn-BoNj9Gah*uuCOBZ(R$ob$-EI5EnKY9UXF>7q$^oli|r`mtc(;zo|v3W)L6Q
zn4oBwvc$`iXBG@Lu~7x2Yy9PfWXd+8Y_pa_qy(Sl;!g+?mgD@=%{>$jx9fsrI7UW=
zYTPT?AiyLSAQ$xUQM7Fluin<CrcQ?7aF`k<StRl;)`j+O!)|z}N1M*1Nl4x$)Q;`Y
z-rV3fy&>P%jMm1KK^v2qzG6@iX2SlD0@mDke{@h%2^X~4!XwGRPp?N?t<zjoA@+kw
z&Pzu}%bnYbRk}E6ql0aYx25h$KqCWvVB=D4W(zow;G)mq?Cvz7d6e+*4arjCJVybr
za0qiF_)dW?6p-yT87U;{OD!w{-eG)DK)@f2Wh23*v}vTTXE4+@2GJ(;6&nl2mjM_D
zv-e0>TdR~coe-|vs55KG>FrWWWF-?nO`SBeZ_LBm&3+womn8&r@Fd~1qT^s+mK>;O
zWI0rILz+kw!ANH|nUP()1Y;7=5>m9Dyu|kem})=ukCf-(3ND``VOi~Is~^J%rG8|N
zRJYWd^+j{INE@S-^J{K4eNpH{<vr#^JU^0=#u*JUUV|k5JjDmI#QtU!#crrajM4gZ
z24YoFxbxV8wcQ!IqJxH!%#?Eb)=krkSq09^nklzEXF0?Omdu)1i`l&C4!?hH8eK|K
zZj`Z0yVd4BGrOdW5n&#Cf26+$j}ZP@=~8koVWb)v9t(v+oIW$BujaFBo??G`S<>6!
z-v<YWHE?>%^a<?6BF+uMlmM!}-no?gr8_&Wp^0}pIYBgo_Ok1OQLlM|I4*Uj?%u6A
z#uf|9&X*Fi%kl?v0Xom8*5k{IJqNQAbm0bQSilWaAu$y*#EF~*EQ{H>tMUO-vo^6g
zxi6_mR)eHs>w`w&dfEEc)>ariz+=k}CUjUlo4lQE?c^*26kFdR2-7zbabn;FcXH{;
zlFkTDF31}OFk+<^Z*(#1Q`6()858AH!q_>it0?Rs($Ur=a!>fW*?8;rt?O^xgj#+1
zrRy&TJ&&)w^wMjuzI5lUH<0w6yNnzjW*0Ma7=%-EvGM5C_#|H%ziuI(n3;?hbA`+E
zr<V_(aUTEt=l}ZapMCZDKmPicKmY36>Fb3ZKVI-V{`~U!lk+F<KKt<dAO7g+#dC#^
z|L~)K_{C?RKY#l@kuBZInY2$sB*GbuW56{a6V(-+*~IhQ_V%_2w+~FB`uY_MO!UhZ
zBoHV+D`+OFt>p6l)0#|IS#Z9xqMJL&dexTe8!L;c8I>jo_O;rwkdj*}Eid~_O}O~`
z;B}+cw1eHBn6*1Fgo=&&QdSj7CNIUhs494KbCr_j&(X5Y2J7o9M<;tA+WBHuARjSa
zsHs?D#?3c3-n#kL>#M6MWEJ$P-JMlCfXW%ysywy1fHJYaLc&5-<vHphGJ~yEGsn9t
z$9v$YDMb2eCAq$u;V{znv;sj!lnaZP_UDJSvxAz=0Ew?Bmj_QCpC0V5xhWdjyH9pL
zdi!8|JtwO#x_`1?S*?Qq%qepeT?2$zSq`XQ`X5WBB=YKNJ<ohxNKU0o^YxwbLtxm$
z9W!Km>jN_h7be)-0%3>_EiERN(a$WLdNA^$S)Qq}cw(G$o1|kU#)~;g_yN=fR0@y7
zo-&iwn)D7iglJ{^iOd0r=C?}W!hP*Tr*t;$_-_(+b*n7v8Xln;N(I}6v?Ael*gFDj
zi(H(mG_{y68O@O5^5j?@3bl3jc2h|ueg}h!lCU3uBiIvaAyQc&^M?)h?*rNg*jR(p
z@Suq+pxFl)3OiXr$QccC0OdZY%vOm4Q9jUc?;g|@X$yeDF5?8vLf*agf%Y9@n7J#a
zyJu|BOyaSTuWD(y-P&*miymTK?uCv)jj;^IJ40TT4mZMqulA_Aw$v50*FCuL`t{c4
zpzR0=LMVM=us=05o){Tij89F$(g$Oe<u4Xu7wVG9$8W`&Q5sOZW|dxZSGDgwXiSWc
zvJoNO?c8CLvem2`n7D!pCH585C)|&`?k`@Ux(p*KB8dx~vC#o)kpYhg*4xp+*_@jk
z0Y8JSh(#o<bcOdAK6O*Fl-$$E@Bkr;rAT6OH~YJ~#K`@1OMjFfJDy{M{mXRA9Ja28
zNh_Uwo}oae>hWwedn0>0qhZQ**~}0LvIc<M?pZF{no$@kH-_QX39!~G;csNM2Z7zB
zCo?`G7c`DkPco9};_3=iVZiz(0SCA*)YsM4+1hLdo-v>V5~h+YtyqSXN%>K;ljeqi
zJ3%<IuQ8j51W#fFU*9eGSI0L1n|#^}*(M9Wu_%RZ$OyRi>7;Z+F|QDE!jaHKCs}XH
zQxHFAVq22MqTZP#l`!(qQ@LzuaUm_nucF8w!uIcN+Wjqw^Cf3zu9An{QttLmY)SIe
zsb_W%&2^+9O9Z_=LEemdX0i&1Wn%%(bZi_pY?KCH$RS4OAYldUc%Y7ryL%R{3w}=z
zQ#PTV+b_dgJU*ob*M=d>{`BnR?RVb=^V!+m!J9Vl@FJmfs-+6e*YsJ`s{#BqH><^x
z73ct^)Ykv!P$LPcCx|>L_-U!3y}8BwE9*tYm520uFg*cCXB%o&<GnkbJXWvruHGT#
z7^4#+`3^EY-C+1cKREmjT9_@Eo~ycftH6%h%cTnOnxQ;R;2a!<<{hM=wOaM<Y;9<0
zx_hVT&fOb0tFOK$=yl`TtJlBxJqp<CufE)H`z=ho=a)~;4vtG1O`UOZ38NSH+;cr0
z2a!t<05@vuE-~*v|LB`<{^P&?>;L%dAAbG$FTeci%Rm0&*Wc#8UhpyG1-<+4J$vuH
z=O29V&iB9n!6)xLdH3=8#U~&C{ii?thYvpZh_Q7AIX84=intK2_i5RCKHVlV;?DN&
z#`>ldyyh}6ihMqAAx@~?tV0Pyzo*-93Fqgh>ua^0y)AH7&ZAKQ2Y_Y<C4rD2P$uCq
z92s`x^$C{B5WWhedbuwYX}gpxMWCu|0IkZVb4#dJxk7Slw_aJvudGmhqI-Lr>eOu4
zJGM%E8Nirv<#N7Mv=^y+s2W6}lJmIh4fk*Bd^|YZGJ`?7K7Dfb?D66Lj)2zEN_pw*
z2mrsL>UzDJJKC%29$KxYh3Yk8YhPJIpV-K=9e36<@Lwy-i_5ub4SohEDf;uHjr9EF
za&~&9xU|1hJ3CoF*ax-9y7wxLo;^7@+^;LzK0B;#t!H$3uhny_b<vN6B}cWAgt+CB
zj_g^tw!KkGrlymHM7pwY^zcykxu6bV3N4yp=Q=euGGP8$n2WgzIq8e<;-OgrHGE#t
zJPdM3`-|XXvFMOsSS&i4PR}}P$0mnn6Nu&fAe^qrSbS1wO4b@EAfWSbhg=PD$X$st
zb_Ar4=UtEdHUB!xT}c3mV~f$nCcP@s8CSbGsq46@WoV$G;huwbYs>wh#dk8=+0_l@
zO3D)ZH!i{ox%jh3nwpwvFZ3bt@IhCK5H(EDtLOf$H%%Ah3(>);#I)L%(MZ^j%E{_%
zYo%*-wmq<?D9RGJKgh6M?PigIo_6`Qg23RC_zY;)cuUiL&SPiOeV(JShe2a!&Bey`
z+W2HjBww_)GzGI=TU#%BWov5}H9&nH4TRcb%+gOZG+a*2w>93uZ;wfe2Xj$aXARR5
zw8S;*s+=)A+#~VTNm0T-r~DbH{P}zge&299E_nxkE9XYo1=U2!;#CR9!6?Z`rFmnK
zu;`STFx=CTCSwtr2JK6l_9#vRV_K6sjB|MS%@f07_N?2krn|SB?%yRk8S319ni!{5
zZrnB3UZ)6tc0M{AH+ey9jjt5a+(RCs+a`s1G>C8V{0u~9n^8n|OK~Awu5C~^qIfzJ
zWc4S4Wcw1G%J>NrG33eeL)nGxccJd+AOo5q-Gcm@Jd?RAFrWK-rJLeW#HwK-HX0mB
z&17k*&`;t{({0E~_76=XL31J|Lp(80M2Z64D^}pOCD7UdNP+4=mD5benFNra7oHtn
z%A&Pi2`fe3P!CIUQ&LqG-YSdS3b4NxgOs1As)65T7vjs=q!Oh?{5x{4MMr+&Xn1UR
zV69p*RtoBe2S}h}d^jgN8wa#;gD_E6K#LtKNhp*kPv`cWG^mMYnwYK3Og0u19#{R7
ztdz>mOBA!E#RW<nt=HU`%}cNroFaofKz4~8z{s?z?Jv@kwiQbs?4Le*w!U?om`!UT
zh>@EUv$+gBa@pu*Y}3z(BIw}5ZkU})<Z@Vx4y3lciyoi0rY16~i7DJa*wWnG)79lC
z^D_4S>Y;gccHO&spXB8g?w?G?w$_e@#+JT;;pUchEPMON!gcJ+zMfu)W6?#MET%8|
zFhP&c;Zq$Wja?X&sE+~w<8ln@k?#vB>1uAcbxTz8)|)q8dpYQKl>2%UaP`_NuYLDB
z_inz`(%AU;(PMqVrA#><iO$Bv*2eiI4pu}kNE1sOQvDyi`|*44eE7%T|A&A3xBvC4
zUwrk&ufF>7%Rhhq)gNEbtM9jW`^A0)o;-Q-_aFZ7!}tFFM?d)K_uv2M`Nfl;|Kz7X
z`oWLid-wgT#UdX_WOEAoQo!=^aga%0Egs6#S46-3FO{-&SR-3Opsub~ced(2CH=1)
z@KKkG<vf#dMOaH4%I4bEmh4!?LZZ_l5Pi^TT@>NZBP95Ya^>|w?da!<A3(CKAuY_o
zJrtMo<tv1RKt6|}R>x3PD`|jPs0IQ1yw&h>Ijyl5+p3Ufkm-38hR+`#?~0&n!gU6J
z<MnGmVe9Lq-Cbdd($04E+2e!DhZ~1`D{E>Nw@Z6lIR!(354c`nKJIRpHr9NyI)|oB
zUzLIqy~O4fhGM;%qGf@vVt+|(m2>l(we)Hw;CBIZ?QG`u_ba>G%ebuSCT$(2Q?vN?
z@D%&I6{FpHRWCq_sVGh+9(H=Nt)v^dVxyMZTBB2~&ZNf27lt1_d311iV4Z=l$7Pcb
z(yWb^KbLTs8=_*VE1IA8m_==!W(bK3@nmL!lbg%T<DFNlIeMA^^8DPy!ra9C98+&H
zmz%dnj;u8bJtR2o@*M6mQxQ2`qCC8kB4it>e&0;Q%=7K<V=g+xCqaBv`$PuJetr)v
zs#?!DBr@a&bDN5Hh*Yc=7o(P@M!uo@Xk>C77er}kLg)geH#(VokW-uJP>i}aU%y5p
zF*xy6CA)|!Y9ozI!czP!bCMZjDBLYFtdr5MALr0Mq)8?+)a}~6TCWB>Tmn3n?An?n
z-(Xlf9w?q`l!K9$F|G{t$tSl3i;68xL9K8sasAr0*I#?JP3us*AGxWctxa$(5ruOf
zu(2iG79uV*-jicCU!Za1=qZV4sI8@60KTu=ejk4jn__&JLWLk2_8JR_P!m$~?ewsW
z-3A#U7oFK@^P62rW*kmM3`i>6PwDbFqR0lk({L}i#9TB&22w>7>FW+~^zreTiJ^(%
zo`J5`zEG>|a>ROJOSAi86k!`lk<CH4cDGHC5ZS3l#E8wu?#a=<x%gz(nZ}qAGsJa}
z!ld-cYZSWJXxP^;%}!r6Zbvj|FU}|nkSgz<jg3sI6ZMja+oBjZvG~1ITStpWX2d9U
zCA_c-2Yi9dULbt=O=Jk`!D5`n*8n3j(kH;icnzA~O`D^`OhzjgbF+*2Y|dkwm>37U
z;5o{z!S!=TX>*z%YmPM2v3zni7Xa%W0stt25S3Wz?#`yu6Iw)VMFwFd&wUIOs<h7}
z$Eskv6RLE2S~Nm)C82LIVbQK1>B~sY>XbhOyD)qTENW<y`|`3kAbE+}A#e|fT@TL=
z!CZwDX<Yu2xK!}+8yvKvsL4w=J<dmvO%-d5M3$B^f@YJ^I0Z4mEZ0#!4)tasQj-Pw
zRvm3#Fw$Gz21MSbfLYCPWd=Q_Y&?1L{KK97i)6a25Yp<Ti7g&Lizj^w8nNtzGI=$$
zN)E_zn&k?`66K2v(1O<6*@0HaE$!<StB0Hj5ECOq<NbYhTRH%56+Rlmg2+8&UXSK4
z>BSx!1OZP~I4sl^D3lz>_IBmhUVXGNhzc_p`s%bjg<@r5Xf!%BrW<y0IMUs&LJQ{C
z!ea;6SM&XQLXuebx8Hp8)|)rqAcEn2z5Kmb{`POYiMl&O?>>M3^6bfSzNTgfdc)R+
zr`WPA=}j(mYHWOOWB>afefr4{e)7$4|MWlp+rNMP<?ny<#W!Dm`KMq1)9+vGi}1Ji
z{snymo}NE_=jl7opS<(aAN}k{fBy;M#Ls{F(+}VM@V)mwnw?*Y2B^YuK_5|1Sy|eb
zfET_N?8Dl+@Q7(@!)J(38J`o(IhSdMpxtV+m0XtkY>Rb=rze!J-Mu~Ad4UDFQrZBK
z&pFUB2P$%1g5~rJ+dcC0e))Kn2eVk`=9YjYeBNcV_^Wm>g;Ajr$}5#@UJwFA5f^%F
zwO%9~WwQ&1hntdJGWlEEEA?7_Z@a#~XEmTG4%^e!{++-58!LNi7PmJmdpmxP^zqT^
z?zT#w)cTs~s|aqfy{3Pyqz$Q5T-e*K1lHtgUSPIdnm1gnlooe4HEW|r2sRft>e-E2
zdO4RspE%eqz)&Es?rs#e*VAit?U04T9goD))dCcRe$iin+&I{+x&4jRg5=oo;rhiR
zsjS)w+~e*VGjz39oLh`1Qjuh3e&+z|f5XBP&rI4{ta@a)pDZDEwJ?jV9V|S$=<`*R
z3yJg+Y}cZ$Vsd~5dV!P$yZlHO0SkO$D(=H}Adf9pSj?uaj$t_TiM3B648$WwsjJ-G
zv@Hhf4=yx@TlrywpMSNpMZ^&&%ckbD$@yGr&h7gvWU)X{GdzrFJn84s#RamBTs?N+
z+LQqyp!(FdR@mLyB3CarsCUt6z2WX{f6*6_gCbnK!TxcT)528!y|@bPO--Z2gr$%#
zGZjeem>$@Us%~6cg}KZg1DFya71&S)PVr&-3VRViUFP0wHYh{Y-^~$gYia82=wP^X
zwl<3WyCNH1TAQ1t$oVqt%YIj-?jF+@E^I)C!XQ<L?F!e~CaGona=5QAHX4B@P$cLM
z6Yl%~1~8tZ%(IwTSIhl@uIA`ypJA9q%ld3<y4T;)ikbxl5{-b8nT$fcU9Au9-4tOT
z?hB>t5Qe*GX{ZZ92+yiuZ&yUuPdF^kugb^Q2F*lTmijs=oHJ8nZrt=kC!7|XqF(95
z9OzCa#sTzo7+a;B65A6(n;4ppo47ie&*n6o2Sw+cEQzp)^j)~yBjfi5q-lD@*eFlX
zOxV}af}uJZ*5wxxr!r8{1dU`s8BEf?F3j^G!84D))H*rRf5P$-=e8%C!<!G}qZ!_p
zMyLL+CIc89kK@?Y-ptut2r}w)Ew8{B|Bv_0(=_S3O&XMmja(IsL#f4DInN9=tTF+o
zqT|asl^BVO(-T5mF`I>D-QL<F6V1)cd6W3q*%M+wd$y9D3qF+G<wD8{i0u`I?pW3Y
zF>Qf&N%9eB!cHX}Qt)XqYJ)O@&&>aXk%L)bAZ~B2+3IA|2W<bj>F(~fp@FUdoHD3N
zaS)x3?=J~2?C1sHF|dIGsaz-(fm#-mOFopGQ>LPm$$5f3%M?sDnAyxT$xKnvrE{y4
zS1O%4fAr|=^h`z3%rwU{Z67-bG$^&4owd%ryL;f<7{E%)rI<3xL=-5(DF{h<YHHf_
z<qQM#>P6cVV&4ZU7RUtrFg47w?bXIdukHv8V=2hSdk=<(Mkb?CZ4FSvL~{<Z)FoFH
z;Kh0<>t7Pz+Y=b2xw%PxB&bgso0uA%oE@JW>IRMJ4cm(B8R%?jZ@GUTyRYH)ZEKIW
zZ@i&s`_0#0zxDd{8`oaG{=M(sxp9Mx{P@vx4cd033Ta*Ka~>26%Nnd^r>4^jKD6cz
zwhumj|6`+<V#j~~pa1WF{Fi_G<2V2M#TS44^%vi~pjY2-@AixR2t0oL`0~*u(fIox
z{NR)CfAZ<~e~5th-a8+E^zn~;dT4zmgR2}AF|tyfv0#@=vwM&qR@aqi@7XQ%d*zHy
ze0)Vqb~4^o#$dHl52_m1q(<xO>pKTW8#}w}o2%wAIq<w>k?p=hp|ZMOR@7}&DiwrL
zR7EeB(k}gsNQ>Y?9-{b}Y*Ol;4yLceFOr(HQ+*9aHEG??a3v*<jX<2SPzmJ4d^F6k
z7e&Om7=mX$WgG9``@6sW8{vE)*8Sc3!S3qG@y6ld>b|x|xQWf;)>?LdGrzr-5!tF&
zvr4+HJpzAaQp(rnwl{o1u9QbZ&DY9svPt99`NQqyBBW~i(U~>L<o0Tc0%jz8e6C$Q
zC*gZ~SY29-mX_1xFHBd#{?&S+ToV0SU~$$e840n?O`=}*=y=<{!1?*X)}{vT*<yV$
zRavO4dXQCEMo{C;U9>6AV=N|i5~J^}Z>;cb`GYV`Mk51~T1XjTd;$*}ETz9v#<O)|
zPfScDB9qaee@DH5D<_xG^ksw#)H9Lcu|etPU`K8SZbG_7;ShCehD4x%I0<2qq92OY
zuu8L@>LhN$OdJfKX~mu-oecDM&dnOeMl;zZNO678p*AInZ9-P4M2_U@6s=GNVPMIV
zt~Ou@KA=&;Dk3<N@R-;SrKPu{O*$(wJnZ`1Ygw_aF*@ct-yv1+Z<(T?9{6sS=3TXI
z+~Ha{ytlP9cD6OUWSa_XsL?9quY9rT1(($>fP+6JXP~D8b;O{CLdJ-eR2O2WjkL9b
zm37ko%wKjAZF%Wl><XA&{d3Om<4T9@HQr~|VQ4hoy$zF2iQ@Fhjd8R?tqq0~xo3O{
z7NnU?Y0+q3r)5PYgW;aGnOKCXX7-~vF&zCTN)(#?tc?W@-EhBDyw=E(o^D)ybCF5a
zRUR!tua9A70fcR!+p2(Jm5L>{=kAl{c!i_F`OH3vFH4?1A<B|%LF3k<xOw2jN!>@(
zP%;^Vtw||!v$EX;)tMN!tgN9hXAn2c2!|uFkeKk@7iZ&cY<wg<<v9|YAJ*+2P*ppd
z9?0KI$kVlid8Eh;93z9>UVgIoB2iEVW<o-xJqvT`;;i7)7_PjeADfacw2)vw*@m0s
zG+MZ%ZgJdkX}tc#8O=!RyvBmi*{qx5M5h+#G?pn7qr2;}0hXJMCv4&QDu)iW*A}GL
z>Qygwx%yy(V0f@79a_k!#0WTAnL>0*A6X%rmi`(K{NI5--<V28(Vdx!8(JVhjrxhH
z1cf#@VFuIBEG^42@95A_FaaerI4l~{C&z`&$eV~{fumemma@<In8P2W#yNrNJ9Qte
zQ5fwY<~Xg+nS23mB&=5kY>uR#&1-aYQ^K;uF6Bf<JLRgnY<G6|$a=xDQ3{r4b#TZM
z%CzLytS0ZJG@-1e#Y^4mw1d*<@PTF=tb=qK!~&BM(l+>y?d^SiUeC@Jq26xIj|Q$j
zrnRk8zbuh>{`C-qhlX`Kg3m~1iXVhJTLF&%t3Xu0asG8+%uGxqFf)dREry^C<L3|d
zh1;9qCW2qh_ZkdZx8Be+^v1oLw{E_E{f$>%dgIks8t-WPYJc|Zqw|wz8!KC-bWzWM
zQ=CcFD-Ag$o6IfEEj>Cp|N9R<{=@J7^v!So_`m+=|MOq|^Z)$)?@V8R`26#4wXYX@
z3VBiQ{psoHvrBs@kALvdC+|Oh?~{*y@Yzp)@zF;=`S7Dpz3Uk|+=YA&RPa>%HTabK
zKYg;YTx+|9;))|1Ba%Tt<yrAdEVhs{cWrFxg4`+;?JpJur;?fU*`r4ro2x#n{8bnA
z!m=@J4vtk<P)7TZen&C)OaM)F#izC{my(s`w85`lhmx*XkepqZHFrtxb2+j0wMDBz
z6sk{WgJo}84T$Uh{>H)Kwmm^6+Rn~8XjP?BBx|VRxOVLoe`qS(+gaP)s$ZP%Jv!gH
zygYzNJwB{cx)eU19jrh@tSqOvio8Wjjso^3F<nAXtNQb{*7BlUiXbl^Z9To*L6#tA
z9UlZFib^g~Oh&g?a~Ee@BKN09wVka}E;kEVR?IE!Y%HVboAg$Ku)W;K5_(v5C5KuT
zp#G~?7%Drv+!YYo#X@y)VsUJ3d$m%{E-i^;DaW%%-euK2+}~+ys$R|S?jq2xupMQq
z5Cd2+kVNcX8rQ;n^!RWC-=0zIfbY*mzx22TRMxTKcnm->B#vdVO;}E}h~@+K1wbTM
zL*Tk<9a1tp?qY)Ig%02}&r=TEXP1@qyfOlRP7|X%tZHcz*iO!3e|ic$GxEb-IurFQ
zvluag?mcL2u~#)Ja^Kj{-~b(%dQA<D4fpTfzQqy>5Z=vACbagJR>@w3E*BHPe0Cz>
z!PrQzV76jG79`arhMZtJ>1wAfz~|ek)Z2%vN*1_+Bn^vvyKoD-8`xZGq-bP^xS8WX
zu)~8cM&Pfe#rtpFe(SXx_io>2!43e0!Z`Ga))Rh$Ed2yHzk=+c!Qk2)41Vn{Mh2wr
zj+V~m`xGQrqeL>N6%ylW?a^#I?6N8WPKoMiYlwuq#IDdDpzqB;Lp;Yw*z^VMg}!B*
zfa9xQXNe94)kT+}s)a%Wo$clmi)cVzRwIoQOgc^Co|AwU+S55Hd)?1x9ATm{2ayxZ
zYSt5gRsHbl&r=KYL?c3wDgoM&@z3`~d1cKaxdtQCbX-(BHa<Q8>pDDSLZf2NPes#n
zGnR6FBN~yXR_VQvm|&aYBvvMEO_Waj40xYjw}_B66)1t83QvJ_!nl%dp!w0EU=p)n
z5xl5^fTCGloDck@kj)y~z-7&2n7S4d>gBRLy#K)d3vz{%8tSu~RAZH>K`qf_YH|MJ
z@dfj}R48yfEm39xR~2pKQ<Y%fBrln0$#gmBNsQ}`4D?CiBH8y$0q+ZvLSSmSQmfVK
zLW*!|ZZjxA6$!IZm<XyG)CTEMK<dJVaMl24UXatX^B0S9?#3b$=0-FL=}F9cRp8us
zeNxh`B@@-cj0vz%EYHlS+fK0uEnynH#J%ibY7eK1RVtO$wYpPe6?jnhm~En2R;>e%
z4$Ucio|H9}qTH<ioRPQ-jym&81A~$Htd81^cRu_moh!~QB>g09%?=R~UuLQ?la>6u
zgG`?;hQYy>mZpL5P-kbCcNP6ue~?<#fdM9?Y9W;7uCei8yOYk^+1bHl?Crxj?ok>s
z;i=+ZV%hh0Wpc$_c3HWA)V&XgFo+yWvdc>z@2jKzL33AI$NgLPs9sI56G6YWx$CtX
zuUUEgE_vCO_2Z}Szw_+lweot#<FSyAMZ6%*U?TT?VI?NB8XkZ0$xnaz+2?=$!(aZ#
zfB*OY_Fw+}x4-$**I)nZ7hioleZ8pj$BTWxO<zwQJ;j>%;m4nT@cg}}=a)bE^s^^V
zKK#KC|G{}_D1Z>^7@0hIc(J*)A!Z@d6_f%M%7xNuxm>fC<QFyt05$W`8XYmrB$dnM
z_YMwLq}%CK01cVs`qpaI9wJCX!6h3cUvMm!_hFjOtZi&9rIwb0?DUj@%4Z-%ST;MC
z&&`#JDORH)4fuVf1_7o#Xd}o`%_OcStDJSewaqmjTS^9rW@?O1PxkhA*PT#z_cm&)
z%XWrz{dBcIc>VfooVeB1;_faKS@q~({Qy(qWYZ4g-p<O&F%xjt!sBKwwY`>8+Gwk>
zkeMc7<+Ag{tKH3I|CRr^wU#;9%0E1;ymPtr{@bS?zI$<TwzIXG+pZ;7%L^xaLhuV)
z>m?Y~lf!i(F4!|2#o8VZc2{;bmyh=9#hkfjYHbz1BVSv|Y;9L_h55bR>hbZ``ev<E
z&ZkRr^Z6OtS1L0DWU;t7-P_Y9)~z%IO~OQ><Jw2Ki=H&n?98}qkwJxlJ2&sN+3)_&
zO)2l@^d?10ToyTJ5@IM}l(a;AbZo3&0kh0E489Lzs4nR^CZqZ}XH^;ii&oXHq`lVQ
zWO^QT%|KhLs63dVDAw@9@=LBZ;(W@@3q{Xk*7~B)Z%;Qlt4nQSk7K!2$FW<t@7=%G
z;6pyxISjSlxpT|;-Hw(Feba*myIT_hP-#$yi^apv=Efmif#Cu8hrw`|qNT*gTo;7C
zLJI8q%seJY*ZP1OHXH^S5YIMw69!#Zc`W~@)rhXc>T=6!xV328+v>Ia6~=`ZLF=P<
zTzl!|TQ}YcE>F6%hr(^mjk4lAJzk+r#c-&#x4nfYD3@innI!|cLP2#6_67adVexn*
z)lts`Gm#Eug8-4<1Vu+;l}?QXfKy*NFOweb!=qR&<t6$9u4<na$iCE^1eX2BiL`yv
zX_{Eju&mD8-XfDM8e!puNOeH^X08S4boV5nnl;Q#fi_G~a*Sc_Y0HEA%vP%tCQ?st
z$-7|M#09!wdSR4JEX~C93eCjhmfC_#q+nXad!cQ~>IL&@pnpL~D-uS0k*k+px1<tK
zk7boiX;jqC4hou^EhKGY2+Y$gd6a(gh!Mz?E0Z5AZUjY&X!)ZYXOFON<ym9(5>%xE
zYSmH@)KsnH@B;`tIVLBsUuij$Rc7Rwa&qz$nt0HfWgEN<&0YAtzL8BE&6DxilrZ7#
zw{E(3rSwuEMH2(CDM^00RZE6}BWjH|8dc#mIT1@PIPGN;!3WoblVdiWHLv17j0Z3E
z0d4g%Ri*{83P$_YhBeelBxp=S9!{q`R`wwV2ZppkDlPR$IQx*+<=n={6t2!v)fGla
zs5uc%j?2!^IWM|vl4{%Ao90OvxBBW@DwA8=04l`&5(xl=nFZ8YmTaF}TrNZTWvf0A
z^->t!7Us>pGH=v2p|a@IT&berZTsQHrDU1UVULsjT-BL=b+opILfs}P|Lf|K@B*D^
zv)kCx>_y&f%Tew!)ZO1?S~Hw^+nKi6<;JpbKgf%HM>+c*(wVJJ;e1fNuFzy`OpPw$
zNNj9k#&b!D?uQB)5i*0DAh9*wyXQ^RbpJua?Ym9)?&}reJih+wb@6*E!`@X=WY6FJ
z_=9(UxLRJX<SLoDRBUu&F)_PDPahpCWS8^V%H{dnAHMs^Cx8EsfBEBI|Lx!Y?|=Er
zzy0|S|MKTQ{im<KoxWb|A>@U<_olClv&Zi|efKAy{N$r|-hc1O+yD6EpTG0=_rL%B
zPsQM2_Gl0m#<#Y&pFMld2TWn4lcGw*^6izCHJ=_7d!0jBgH#6TR8GCfN~E_VQ8@R}
z#8x*}MZpgaciwsL>2gIL4E<gvpWv0lBNf6gk-Tdae-04g7q!Z@zG{jIX0wH$tFf4o
zpWogIzVpVGoIhoZ@}E*OgrZNh(Iw==eWfmzyS%wp+24j^&DQE=A8)0y`tPW&=GU)Z
z^M_LRy0-l%X{+6x%A@mL1K#oR#^vRnSqPsD;T3sR2lo~KA-A!fPiNp?r~HXh$l6M(
zwz60+&+o3LX>9*Ld-uI3`B|8W{vOW$bG-JNbzngf3X?kLoO6zqyFyoW<<33bld~o%
z3y_d8*x1<M0LFwB25d0SyXSh&_iZj?B<q8vQBO_f_xU~X{pYvedwTo%qieUX*RCFV
za7(*oRNy-GwX&1srAM6|9x$rJYSq-?L1BNtSgYh9uGE&1%CzvK86!Va-_7e~t(2^j
zZ|@(~t9#hPT(P>H&7rT>?OB`E=HC!31EQ7|#v>bZ;h2)_njDF&EvAqHtFBqKi4Mjh
zb4&BUSg_OZ=P%AMcl0}Ytm*l^NS5>JuyJ#4uJ?^MFE5QP&X4kOotHq`SQ%A%%I)Pq
zCOSKYB}wHdYvrudI7pKzIryb$WQoXlaB{@gS1K31DExCcgpSTu@$`=NW>5-rX=!d&
zF?8X=8*Qx(-CeCHGAZ<Sx`^H?F8Omct*xaoNN{7L^gvV8x+`3akBm7a@hI4!79dka
zr&_Szuq&Kb3c;`u6g0bayhDmTVGC6T{*?eXH96tPfzWuTAulKetZHkq(h^P{y%hSI
zIAh*;?Nu<3^dptmbV-+23wo`qwb4QD)Ul+9Rsx(fR!MG=`H)dMOYv>WH8`0>HAACD
zYolK$=V?&K1*xoOc>+#WgKd6X#n!lm?x`_zjqL6K7&FzNp+-@K*-0(>L0cT^CNCQF
zK_l_!CpK5qS%6`q!I9O9Xp*5+oYmdN!`7_j41^<MYBTekcz&p~0Cp(j3hne^BL}it
zU6_k0WDtv(pGwL~(9>+(%+9VXEOC%;EX_n#7NaIL2YdC~>%St}vNh=_gCUdy5Z7q9
z@Z^jZ_mM%+YaP#-h=<!$!7#1~WY8_6!r&RCoS-XAOBa>C#4kF|Re`z%s<;fMdx?OJ
zv(AS)FY#pc`9shZf4LfW6<Oh$VR8cK;w??Z5^{DBot<}Dw@C*P2^J+YXO}NtLe?pE
z*~x_qz*K^$M`6SyXXmD8U0P^+z}OBB4zVh-?xV=TGml!$6v9iv2;$UR0<~p9TD2Wj
z5!O<z<qa({WX;U?7(U84xL(rXA-ej6j0TpKq^=X1Nsh-ppU>Cpm4Lp;iks&ZUc3ct
z_iHN%FdfD|Jc=w_NiHGxwYnveARHZGb=4oE)N9+*EIWw@BMrz95pcbqJ$#BJqy-cD
zPt{6Qp<<{lnV%;;2CJ90`Q~P?Z)<Zy0ABqd|G>zw!d+ddtv*m~tt~q5)p?DK%|Kt>
z=q<<!M@EwD?7~73=5@K4m*DyG0byoT_SMqd;wS8*hklFognD2@QcKE0hIsx4`iS$b
zt+JM&7sk4?rR~D2ueUTbTz=!iOP~MZ7yjT2uYB<(h5~A)t$`<x-*ySlzM76_A}eMv
z79dvdBGNROBA=~YyZYe4-RIAre)zY4{llOC;y-@+>92nL_n-dY`~Ukh^!38Rj~D!b
z%RHW*T)TVg!F$i&d*{jXhj;G3`~2NEA3S~X<`dsDm}{5IzJK(0og5z%8AC8xJz&8G
z<94}RH+}7zF`433K(z?@_#%q=RuoU727*JPi<{96?kxRT^;!vkCBP^PSq74})3ieE
z5N@GXufb`cmsvxL+pcMCL#A`;O{3{-s$AW<dU{mY5x!oadHFL*W?LwtEj)~F)wC}$
z7pCxAv8c8yU)o9Q__1mf0)R<hfa|oj-}xWEr3CE8^~2+%+5zJ0uz36S{?)71onrdN
zjl<*Pl3B+6-Q2a4GKQ*L+^SbHQj_(X*!%SQ#^S+V{_1h*=&*Erm_Mkeu3s&x0;?5M
z_ipUH{p9+a_fOt=c4H^ER>*DcY>PB*@RIHAW(tMG{y{mL+1TIDT{|zpzkXWNnZLX`
zOF60P<k#W7zF<D3zN@*`GEq)Hf2oqM)OU1A?vz3}R6W7syvy*(`T6nbiGfsXIT>Bt
zN^QgwtEo`&XsA~a=7@#|PuNag=1~_H%dr9~&E87m`>-p#NgOq_hRKPsxw#1#Ofv#1
zY<<m6k@Ie-qqR{FBsZNWlL<;5P4^dMVj|abesXB-T=iL8Gyp^3UeUJ<7L;qHTplE@
zY1R$;-Oyl*`uEN@72MQ7Zgz3Pi*LLN?YK(-S5H^#l}oQ{=JKshM!S6R!pM*u-!NK*
z`&SRq<e2iVe(8H$jVo}q5X^@R#-S=<bU5%2>MDdGJ8d}X1?z_57>5)EgeEkxy`Vyx
z-X09y6jO}lqjsWKS(yfVkQc*4fkI+n^SJyqNQ)a7q(vfX@LFw64U|xQs<cI<7FQGV
zJOdb34Krh78f02qL|f^W?^lH+P0xZeI~2O{btvgh|BaJPDo_Z`c@IPZCkR50GM6w!
zQU-GGUF`--&RP%0_To4n`v?>blQ5^TrmL5r+y&OIJ6O4hgZ>kV(?gq{9#fuxVRKu`
z>d8Y?O^`6MzD)EFtu0=ad1aRiNvhu5jJDM^8=&k=+Cish9EgT(qD!+LNB~_^BV<SE
z$i(KVk5RZsgPdR%7N@C!pbjwUX_r;Nh(dVEC4w7&Y!GWF-U^Y<Xv7`tajH|Ry;dB4
zC@ZfT$x0xC^cfK$9PCpWqc$12Ju@>2rFh*#2imY64;TfIS;Bzvg270OGddlnNTs3)
zmabH$<6G4hxY`1S<Ri#)8Yu{MJNX>c=Y3KySC{9B>X<G!GS7}EY&bhJM|p&Ph6i0u
zME&ddxc(Ey`e|*bLb700G8y;Jv_Sn5c7p;oO1hsJ=~-X~aRh13%_<~JS$|MT0gjl@
zMr@H06-`JgnhGH5vU|}PHKek|0$sXR(B&*-DkRKIqQaoax%q{ybPiv~jmGX8i;@YF
zlT)+a6)gJvUbJEX0ZB)cuU<sPO&{Aiui(lu>#VxG#!HNp7J^10Rd4=|_6}xx;-d_P
z7_rh3ZhR|G1jqitQKOKcm#IqB7m`eTpt}dhI~25GjNZhw0(_*N45<GqK*=t-8I32R
z>6uU#F&iFOuS#KU!Obo!+M1dgE?jKA(sc3F*Dt;Hdefy#FMs~?pZ~o-xbW)53$ML)
z>C%Okrpvm+?%#Rv;k#e1m-cqDrBp<U6v2;rbqTPLjwNfwy&I?Z&ra?<e)#rZedq6f
z`1e2m^nd^Q$3Ohp4}b6vpDB+oI0$)RAO79Dch63*-M{_d-DmGTfAsA6legY}`u5WY
zZ@%^H@!ozNw>>pIDckJg@WF#eI3wRkwlk`lRMXb9RWwUGCN?%*X(sbn5*320%iN>-
zpfq$LxU59d`|N0=<#iwJ>=Y=NW@jr^5x-KsT67^f$-Dt#mA0#<Begap;>I;B8mV?=
zCexvlm#@@OxVH<Iz+jbf7V6*<2kN8%YV|TWN4bo~H@3Hv;G91$AL{Ov6k3;Fmy3kH
zKKDO=n+xUs{TnxK9338&c;+o39v)iqNZz`6!T|4l(2XJ0$V+dKF`tX@*n?8qy^IPS
zAC(RcTp!zfj6Z&GaB`SCJ1!YEJ3Fr2I;%dpfAsLqzHWRfs~@OTRL(9JvMWaig(K0$
zq8^EYxTOjUB^B3B>!x6~QY+?)JibynySA~I+=?a>>pQu4T4X4dxO(j>*tt{K;sjfq
zC#wxbHn2O~=0gf12uAkbw$hkL+4dE=?zx%ah1sEGa;2~x&1E+EdChz)yPBOI*jSyO
zn;e*%9AX<ASKkz>BZr;MYLzs5TSa#0j}7%X;)zw06GJ#OBY5O48Ab_sefYwaWGY0Z
zZGl7jD^#20{h2C+s@t6Kmkmzqnaup`MOQ9ez{!O2b1C$8{qsGl8`PW%K3sm|^@cZI
z<LK59<?I+5(x63rY~y}sDc7^4g28c*GwJK@;toPg^)nY)QR(O$RU5Sw;$U{&O&AbO
zFcd(7PGDXo<>|OS*+*_^9EJ7^U8fkKwx&h~r-|V{v{ImDx;ofk9H2-ruyAg6acm51
z8&P7<e?~gwvDZ<rkdyc#BhRX2jS>#=RPx4Ksh$|<1Krf!&x9#qq{!fKSL0ZJyQn9(
zjBW~S4m<pCPfz&ap&qeKf-sK5HARKsoy#$F%Z9prAxb_mTifxqCB0$i5!7MQAc+%W
z#;VoV)uE~ap4kkDB`B!8Ud&FsZ!|E~qG4QVu<ty>s@#47OlPo3p8L$tw<CdF5K*`M
z5&@LMo9q{?Vw5#V4>dW2ZR>>!`O>)tJ;Qm|N^8ON9xU!NbH<RoF2EA}fB@6nwdNTQ
zSpW_BWAoFapdd1kKW#}_$EZbvfJ?<QL1^YY&p#X`49J||W2SDDj5aepGw*d(Eo;hf
zW)g7+FKGZ{|M&f%qQ>cOd30^gCBmd2#cpNClcNij&%M314dTjWu<N;61@X>SnsLJG
zzfw;MiIGPEV5}1wN+Iex__H3jrX|40ou#OO4ISMDbOC(;m~tBh8+vX~<k?(~1&dPI
z+R_5wyHXhS&Kn+K&BDd&llM1!8eS`O)%u-q8^9<)swQXI$3gsL6qwUE9ZMwKJ}dtD
zPxzo2te@Z6@og1j&R<*RpG+(-N2g{WEA`YV#x{RrC`0*fcW<C7!ydPm={3Ex@(MFE
z)2$6nlEe&Kh7nphDLdK>JxLIIC!Z_zt++=c@?BljN9=5ucQvt|5#J}p&+DC-U!*K-
zV1P$P^_b0%jgCW@9i44<wg|D2Xgr<FPK}sm48)gDQn<otYUl{fFs<#4%`KN3RerTx
zy3~B>LgR(kUjO138!tD%`pT<~4Oe`YNTT;{-uvi-k7~tTgBbZ#Ccm{svc;sWE-Zq<
zm10fR>W$Mo&z`*d{lEFq-+lk5Kl#x={qXNT{q!gQ^o>9H%NO?i{p^9i$j<=f@%rhR
zmF>5mzW451AAI@!kDtBy{OSFN&z`(__raY3_Tw-uB0V$q;KAel{UdW~Dj_713N$_q
zUMySdYw>u5{Is^Qxm_soQP3BhkFg}~i#Hbgw4sfa*?#X}H=_yERbS`>gVC0D^66@|
z>^wEHjrOUOavWS#0RAEFu|#%jo4?#fVX0Ey+pq5JaT)Dvi{L=AdXwkr=M&i|mhwW8
zg4<-fY)+{~`sjGSLb)sY;o$S1o3k6z@dtnSIp1W4xzEn_Pfn_5r?pBsv$wmWANBUl
ztJlx=5BH0AZXQV{Zl~Acn+w&V(QP)ZZG~XfN`_Btr^u7Go=UCPD@j8|H?P%ho>s4)
z){piJZ{9t;d%ddBi>hcucQYb@89UlnUI9&QNYi5`(0iw+m8)0FM@OZzqe69OLsKm4
zak#<SwmZC)SlNm$B%^ABR&j<_$bl;jW|Y&##qs6ENl`DRES#RJZ&j7Q*=fpT=tb%d
z)HaB85iTZDij&Y2lL2CdlGR1dpW(&1Q5+gJfqcw}E(+-=L;>^z8>6nN?beM_g}^Nt
zQZ^VG2*Jsew&`HoM&}hqE3%d_ZP`qCeASqqu}>qCPPkk?e{gtUaeHXEzoqfA&QdW4
z*V!$N4Okp0LiC7};o=)_;GPttLk0XQ`YF&^13|9R<Hef7Q9QCVH;EWw9}-++ful%v
zDJ|;hLDi``L9eQ>B&MqNLi%ZgwR?z`VK#%OM$aiPj(Z%Kx&uHeuqbK-c!01^v$HY)
zjSUwAkQg7kbm0Pdrnj>jEa~g$P(&sVhC4F|4r_V-G&a!e5*jn{80VCf8Ocd^w^fXB
zN(GgtK-WE&7qge8Mbr=;N%uN~I}XhQId6*U=32MSJU2PUq6C;x)<BE)#s-cozo;E`
za=3SNu)|VzPn+_JQJmG(@F3tvpbS1VWv7r>PtOSRem9qwWgMy_A37Y>BcUiU=?_}t
z1DwQ>B1^1fdl!rm<3bii^lWm1iBE)0wLaES4JJ+mdL-9sSAd!G*(`p~a*>ULb=9;Z
z1JSh&IRZPCC^9$86d3lh`+B7SSkzS9FDf)g*|9w_SB>b(=w{^un7i7VX|=)1N83WV
zO^$<$@tEt85~2K@bkZa??InhXJy-C*`JO=OOyQsKcC)T1=+H26z_;^r7L*vwDkaMl
zHGfo7V}t9gq>S`=&5c5MK+CmZt+u<nf1vGQVw^WJDq4tX#C)>%1AJk|(Rz-_ayd|O
zUE8Swn<GQ?KFG@8Y1szG_O@bqLgdAZZ+K#SSXj<ojc`AtGdXG?{Z#A-MC2IbMiUP5
z=@<{TH_m|Zps;D#bq#31elsyMvw(?QS`sS=J<)_tbiL%bdqPbF*iu_LRaox3k0B8d
z9!2?vQSK$<Xydd<R21nFo4Fa?ly)>rsw}0kp-CQ>k*iN5%AgAiCcajxud-D_e#4~;
z$gb|Lu9oJ8_O?cTM^`}JGd|ixY0ZFGuh!O1o-tm+7SYHKzWpAgZO}K@*3*fMI*<h$
z2(DwazDOvyw}Eb*VlfvlH(f?rzxMhoFJFG+)hn;R{Q66ufBj2edi~YcFJ8Fd)9dqm
zuy?Gx{&?@qlF9Z~F0m0+cfUGk*J(Ww+k(FC+%U0w_no)D!t3={-}&KBe)#hreD6oU
z`sIIo^Rvc@7a4-Qz>odu)2H`t2H)5F?|$X|cRu{&<8M5?`{tATkKcRe{k!+>4;tee
zo1xCg&s57?Pum-7F76k78S3{;r_!}*J!FM|AT_L#kK6f`wGDa#!?!w!a@_@QoH;eS
zor)*c3&rfxxzA%|jn<~Aeli|sgD>z)S=`R$x%p!V9}Pa}6mGFJTWWEqRFa^iCYHq{
zld06zvl|ACws(|?DgH|OA{FU|+2ryHJE>wZvAbL11glhY)ml#b1b&R$*HQEPzyG;X
zIemCkIXJ8y9+r=fEQZ@>tll`=KRu~myIQ|@`?!!{aM~h)ial0}Tl@9QwG*7!dPQP!
zAI}r3)N*^awkw(}mUY@cynFKK!P$d*r;yn3ezsal=n&f}SR;zm%3@i|<sC>hVhU-u
zreniGrBaS0ASYkBonDck%%wN$wS1|N#CjPdD&?b@EoaF5GR0_4G0}O<FuplF+OH)w
z=oE_~%a+!b7GIZXV2_V(+5=+Tnnqw0OB%Ws43#U0u-{b3Z>_D&MApHg!Ku++f?L=j
znxE2y2$4E~eAOD&Gk-iaG3Y#3Mv4APZ^fKYUNxPoc8N^=5=OM3JG8Ma;F*^RRE|Z~
zT<=$QtGE^;eC2Az$`QWl)i1p)f!@{J)ZH$n<;q)MLn99rRY<vnBc`qKGKORz93Wvc
zNE<(yO<8w$R|kAxMu&&RX~oI!09xN%GxtK4DI3Ex7g{V?9*3prb4qAOhKC@Hw$?^x
zIkJV-YiOWrVRlrB=#B>3P#lHvo6)nn?jR3!pr-A*NNM;#+!uxoi)99nJ~BEm$lrn*
zVx|)h#4<?>!Xc}C(3YA*PdjWdCy?k|mj?vT&U0bC(<6P1`g$kyEhv9DpP#k?-iD6T
z+o{E#^<4*k7`)~R)9W=l#7>Wf3-x3Av|1Y`20LezLP%(u3X&Nd3~5IUn;#p}zY%r;
zx<eXspqDkvgOKcF)q-J%dfO<Q@`*`hyK_@;S}dMsq~bYef``;e(&Wgw$tmiW(tEBg
zf--ugv$@4QqoCwqzx?AEhnUK@w3>LmSk%v%iB(Q5)^{A~Z0JoD(qjf&SzIu6<OPau
zU^Ao|CI#_K`FNH@BlWZc!_ujUM^6Ru5e8#0()*;s3#+7o70h7L6TA&n*K|lVTCRc;
z>Al+H7M9kw^fu?V@#K;bs!gw+oR*6_uI7C3PtFv()Vaz@it%`=EWMmc1Q(yWQqXNO
z1Q?z3%XWSuiO8m}rA_@L+-AN*b`L@~4zF0h$4gCI@IT`!8zf#~k}Xl6R2n~q+FDv(
zC6}9$(xSQ~(y}-UcN>1_>})^JdQ2j(JS=Xs&@!>KBsApf4iUyBD~T<zz)8mYDn)Xh
zc9~mIo4B4hIK0ZJifd+to1LDu;i%8Yy_OkQ7k2LMm}cNm*6PdF6Scm&NRhQWzpym7
zw7P^}YP@n8tkTji@YoAKk-A;3grsa&7<}yNQc|o{)#XfYS14uG0pd}B#H7Wc;epPs
z*1rC(@rg;su<-two#N>o7#g!U!N?CQTN=q{3Nz!=`us4r-74`rI(k~E@I7sI9<MaD
zT)E=n<;ulNufF`!r8iz}y!^&RrK>N$L=Nt3Ya8kx+~2$UXW#nn+40TFPCcLA-dtXt
zpO{`><lkdET`L!>*G|sts=WXH*S`O~pZ?W%fAqh9{EJV2{L_E==l}Y%Kl|Gk_yqp!
zp})A#K($)Ecl++cdyhW(+BZJ@;H%&IlRvjT^x-=n8hm``?YAAiQ&SG3Au5lP(5ef`
zBeJoXPK&x}ad+w#IUTf42dCCHXKqv=5mnA`g{LZ2i`l?e#Md{MiGcb89i}n6glTm*
zo2=|wyfmq1x3d!RVaahD*~L?v&Ezs-bzD=WT42VshoM<=rK;BZ+U}kRWI7wadbWFT
zRF#EvMw`x&)n=q;H#<5K5vXkEQ&!Y8yJpg<L?Xh-{kxz09Uw~4Jp=#Q>E78{{n}Z5
zx0;9SuAbCxUEhEE*}Z3vZ{5DR7ocTq)om#0s+Z!`azY;ki+;77Ht?;YEU|@W+d_z0
zPr7^Oq+Hs%dwc(AFECxTN=h@>@m{u8Ov*N9x7PI%m6YC>Q+#FhI&l`uXRRqwEvF9Z
z84_o$>H#Hz#6mV&rA21eBhkfJYEuW+%!0I<Vk?G?;l-sXjE3`z-zgQ-z%kF;Ha9c2
zv^c3xb!ws?=d-akJ1}53WGb^2+e$``j_Sc#m(hK0d~jNxer9@<@p*m@n>pk(l{lyI
z*oE{f7IWCS`KQ2Z4lz|jo>it2B1@%I5Rzj$GCGORu<>o&oI>h+-^UN;0#vT=??w|5
zp6r&E#w!=zXuf>0y{XahAg)CKV^RX(=^*4qP^Gi!Leu37oWwdN`nsFCI@rUksF=tZ
z?e1)4L?O6@qSqybvC-O|_L3?<E-h=KUBQJI=B$W;qK45C3X8EuU-S%F3J}y;knp&?
z7Upb6j%G7zr7SA4OAYCg@=v_#rV=4ZXPEPpc}FcjxeDilL(|OA(c0k+zqz`Km165!
zqjgP&u^vb+bb{f;dKsK-FKWRGtz4R6r-u3jA>l3_v*F&3+3{fjgHuRWjyA`}uOCct
z#QI`LWp=eTtps|hn?l*w-ZWvuaj>($qiL+q!ejIFa6g}uADA|d6WYVNSja||+lQ$~
zg<9%fyXm@<6O*8oaUzXj*qC7Yh6YwQEwLV|T&eHEX(%+_KcG_^7$*;Qg~6MYN!FZU
zv<u|elmwke1iE7L6ki}<h^KaX!g``#?s4DxB|c#)pv&#RX<^%OoGHDRhS<^8=^k<4
zY2pV?{V8yx5T)Na(%)gs+OLH;fT*Te;>bv_OL6!sxdNJ{R)L=xz<5zVsS1b{IAt@w
zyt)$C`fBuXVGh4_&DB<(8zFXhawN#(tiSZeMMFG+)S8{tcZYbvapBUWb2lQXrIm=}
zBa4?d97V&KZ0^>*N4`CRCK!u=trHWI@yLeQf(B*|H(RB8M)gW~GrNZb$}5*I!pxGC
zrRoleQeT+HTPhsnh{p?E5pzV}1=j`|N~2NUi%b}Lv}~lvLU~1Sdu?dWXIN8T9NE-C
zkv}`TMP$I#t-Cl~UY(qt)@;AF7V}M~!$$<1anW<7+G0*Pg4v!R8&&ot%si?fk!9=h
zrHj0j@`=!rsP6p2Jg--<SvH%J7kv!Adyucal?m&Tol3w=Vnw&Am9nvkF(faVjzdiK
z1bC*@m`KrSr%3Tve^+l`w>J@)!ez+9)bvPiulIIWo1F#xS$khsPkU2K)5QxNDqmlJ
z_0k)!HC%k%2mIozuY|RTFvH#0(b`_C9slKD{_TT1kB;g`Ved__dvPV7%_|borCqP@
zUq8F`{OP-Izx|cJ{hJ?s=P&;D)1Um}M}Pn6zyI6+_su{3OnH295y*@D$Zy@cb?4??
z+go4%`nTSF=PQ5yt-riycl+!X*!0%3w^S<|r&wNCRFf<zR>-DYJJSYJNljL12K(Jw
z&EhTem9+z+@QaB-m*^VFYz-)aptcM8C}vHrQ3)NOxP2CV*i2H~KlqhI${u%tGN3x!
z_gO5SVBw%+x?&|z9-QnKO=(wlqVdSy@o~PytDkkt#ZvD2&EwsDZm=>cCZ60_P=T0B
zYK&JXaeTa6EaxH)@U?lB@9Y`2oPYOse><JtI6K=tIjIvLuU|j7b?cb*tGJUs+%KIR
zmULvDo>U&*KPC|h_tmTUll{V}60p<a{{FT}pxx?ry<V`ZSgmB$Q|uoU0I&!5uid$I
zaPwMeuN>#J->;>Q_j6&Y`*5eY9m^!w62!#BlB?MAPI|Alt-nG!hc)d=2~JZ4w5jil
zg`UCec)tLo2}p_wSZE?GTyF1}7P-<$5Kz|nZpVar|0xCIc4W*<YoD;B$x`n?oShs3
zu}GY&OS6O_b9kvll<AjE3kXp=q=m=p;#j6Lq8t>bE5%Z7q_vYn4DwlDoGhd_q|<m~
zjG;TJ)K_7^{1KuD;}Ziq?bQS5n!wlTq|Kybhev@`5I^%;8wgY+eo>h4m6!UuIvXxr
zU~wPp=|CtsXNQJI!bnOF7gpDBZ!<Zmso{!Kpue}Rucxh-alKy$WSiPA?cvs0re~+M
zcso$+LLD3(Vo4ltAs(BTiA@HlJyL6VL1%%+Fr<@G23(dvr9M(k52=JxeTKIUl{Y^-
z;oa-7?(1&B)Nry%;;Wl*Y(W7)2z`#99K7LhcOVf5&$~&7%qdZ4#|B62G6(C|+)QWl
zm6_220BIzY;dffyTNoSiw?3&ko$!M_3g^j`u-PWJ@$964pM@LzBHI|&3uz{<Ny_Al
za=TpX`f;&mx?3j|e~k~Sw&20zhaVm2Bqo}k41+=~4Suf~CYCJ#%;nGGf@3{`Nn=?j
z>g^OnWOkf!<Ep@>v|254Bx#+3xWG0~4)my`g1^sBk;7LX$g)#bQX?>eV>m08EfU|F
z+tu$dJG}|72N8QxlNc1htPT<24~_RQ`Ey}Gv7ykQe*mm<BVjvxbhNi!k*qF`VGXfl
zU-q!gHNg=6!X>>B?pQEcv64?sL08k0cvQB-NusBUSGTE>!gmW?p<PSd54=glQ^<0h
zxZNwaz{i053WVGAG*k_)C^n@7s>1N@KpELk@&=(wqP(P{*^QK8c*j)ghg_l3j^Gxl
z8yZBFlB$ut(b(pJ$W6u92$`GUzS!P!#a#|+;GCj7nVlF~FA$J{HJ#iJ9jY`(F$(16
zbUdov%VSyyi`a3SYum|$i%^O0b?db0j7WGC{pCU;vf*~-p<>3%ln-QTi_<D!sEBHY
zxcBO^JHwXdVkbN^3p80G12WDgt4Y=nEEHvN{USMHe*}fCVO2?eTN?&B5RXW#=BDP>
z*0#3Rw$85ZrluA<k4A{b1fVA;`N0f@t5+2R_Fn%@n;+!KCFYahE^V$yQjsKNZNh8J
z(pR^IiY73vor$2S?aGDAZ4Fo28!t6ox}b3QwU=JH@XD87ed&vBjaQm3y>YH+5AW?B
z|Mhpj|K#D*JJ)U>R(2V7RWa^X_X@6_vxU9-$@6FLJ$v%blgICU=P&<O<=0Ps@RLt}
z{Ih@k_5b<I_w^zpkQe!}A01tXzTSTR{)ZoY?Y(!u_Q}WJlz+T>c$Q0K@7;OCQcrta
zU)dNRBQQ(}Qm?J9GG_RwY6ax)t&}QS9^xuOGf0+gX8;Qpb603gjYfQZqOGQ9#u8f*
zpG9A%zMXWju16fBehYb$D=eiwRb{$HAwnd<Kx;%1Qpsd?iuu!PdzpN^y1OGSq>Zau
zuSQ*pnj?vCsIaK-RVx+FuBe>6@00bl#cH*%yH~k><7&B@=K+gE!r<C4$8uly7hn2(
zp|th%t-IxNN*Vs?>E5kdM`x#X#YShR`xrBOi>D{${d!jK1jALeqJOpQR}KyeVTZAt
zLBHwmlKZnG$xeTEt^U^A_pcrmAKX3GEPM4Zck^2L>^OhCmpMB@+HGZ1x+yjbnRR>I
z^-7kMnT+!T+frF97Zdr+=Fvg^!0cl=TdRqOsubJGW!BZ;r?*^D$4Brpn#QMwCVck~
z56Fv|s<V!~wn}+4<}9!_V-pvM#R8ZsIp15HR{brZH9tGXyUvzE*JW>0U8@+4iB}|F
z<&QORyq8mz*k=ZiA7nGa>}=zYLfdHy8plQa(IGYq-L1_J5BD4$TQi3mrZyE^Buu3%
z0@Jn{!%Fes1P-)ZT3uh(TCZ&4OJ91WrQuRX^A%l<4HsW)ZM;H)WW2F5M<r})xokbh
z@%N=yzGUvPr@O7C>B?Y#S99|vDv6*NE@CU2o0*#-T8hIv?4a~mGM3rS>>cd$TFZHX
z77~tQqanJ5f8s9!0mLLl@fltEd)j+Do6t3m+Tu>uV}Z>So9cG3qKpHC02Ctx^ffmd
zcT_t_CG~nbF+xZ%EdZP}^OF<t)#Z_1y<5X<T6|Ls^PKsC4jKo{Mi!=qXGaG{x>^^;
zhxLDq+I_(kgo&kQyxHv75V4QD-m2r=c*qZ$2~+|G@`8DYA044;!Kiy~4Y&eFb-H>Z
z18?L%_s8oeg{bQlP7_8T)Oyx{pWvAq9!4{Rk3a<3Q3HcsK9%aL-UYn(Xw8`^eFzF&
z-3YT5K;tDBb;LWN{`z`*`~k9Ua8W9$k{4p_SDSC((hvI;^?N!5HdfZuK5VEi1!S4J
z!b10;(CNhJFozyQt<n@D<USJ=d4KHvskZlI2B0!N#_b=9TNMGH$2nAph}u!j*zo)k
z7dyfUxjr+g3t`CK_cq2BrrcQPPKP~Un5|T9Q}h=_zOsnKuGedmQ&X+Y!BQCASR=){
zHuQDGc%YfZTY{{)oz7b+!=z!N)@2@tM&=fm%GG*2na*q%bc==pc#M$R+P*$@|In99
zL4V6OssYn=Pv*lZfh*0;O5lgJ&0Avh9#aCWmjfn~TG989)MesBXEB2r7*ejEOo^kY
zxk&Tcd0UbrrH`o9l8mAO%PX!bQb<0RHkEpHr!4TC<#81oSC;7Vg^NG<;>O3lnLT{U
zv-gfa9T~{)r5b|v?4v?%H_YauLz#piXMex(`W9Y$B@$>`kpcXc`xbgxN5=rOuI{0c
zk;&HfF0FdvAUbEpCkFWwDEJ;=w;P!lLkW73>xJ6tJk57ua&(e5ZS$*##jLx(>2g!k
z<%UpBp(6S9SDPCyzxMJgS1fvWb+<KKYBZsxD{pvkue$e*KmPNtfBa3_g0;7Nia?Uy
zs~%N$c6YLsvy<CSndi^mfBMwU<M)32gCG9%M?d+8pZx4U|MmZT{P8zl<RkdA$Ns`T
z1J|xyyLJ8cJ8yju_D|pa<jWs^^7PHOP7co!oAFA~_~3~PDOavy$|EDP+Z*hfzE^^|
zm!Q8HJ={O^C7DQOqcQfX@I4tKKe0%mm^X!{H<bz~08Rl+Wm3L`V)2;IWG0s`*Q$Ee
zm9M)X^{vDYp?(T8W5%ddRwuT#8DxSP$fUkkK0Mhgl&lhkL?jN4l~~elf4^2L6<IP+
zVaPP@oXyQ;!#xVb>bs!=A)Ad=%DiJHyje>oE?#==&b@0NeeL}Rk8T9?b><}BIoJ!1
z`fJw?PS5sL%_~GL?j)2~aSdhD5wR*ek4FbPu$HmPS~UkIacZ!fRIA&il7@=>R($#4
z{j=M*4~`CU2fOK$!)<k}SC5p5fm?~K*g`hBsI^s;(>T#yJ+H`ujmkeKV?qbfTQ~M3
zF+EIu`~GwyCQa66WhN^&HB~Ie3we~rqS~oo-5%;C0=aZuS)`PWYrf~D#yvVMtqa9m
zWQR`3X+Ne+wOra(L;z{THkUNMGR!*!7iN_UISYoZz&N3YhX!52i=OM{p!5MWI!v))
z8%)YG<7(~cY&Ny2c<|U(%BemB;wsNC6*G7l$8av6NpEKgr5y|vsdadC@Z#l*FTMN)
zlA@6vy+Qs`4yiob1v{&f{l5!uyrxFgxHYCq1B9m2fGpa>no{`x;bOj1`;b{F`lvt5
zNeUzBb93d+gk?}g&lXL5F6?@DhSo28%|dL_1;{1cto>o_TdfpdH%5zNEw*VwXGp_5
zns9YabHad;ZW0~`4w{I@#=!3|?(OQ-oi6E*Q}Sf17&CZHBUJN6;KS<ZFP-uNbawJ_
zt<8-Yg<PB(qY|1KqGztDd+lry&=V@)ZBt<}2jQ@q^>r@KPN@Ij$ibK`0E*#cwRlLM
z9ORUuTAB`U3zCBAxSCt{dXSMxG!m;5VyOLAKCxJR;)DP=ClYBYort-g?sFm%*{c-Q
zSAkkE7~dL#3OGjS;Xh#}r?x|%aZEl@)DaZ&xkF$Ysj`lwm`e=^YraWJ-K$(`exv?V
zf+YEsd<+lB;Cb^{3J9;^(4glTXlJ>1%_Hxisf=`sUNZ;a)Mr=g>1adx#lm!zz@b~B
z0#mO2ZogkTlJj55fj1%YayhH6*NDRMeAwwBv&}EKYaSgCrI{hOT>@*oE==scIEIEt
z)jl*eGysGy2B9EtT3-Ti7eY)2SRr4s7F{ZqxY}$2slnprXUfto?-o3rz`2VV!dzIP
z9_*JdW-HC)w)YQ@gcVm;HyRq7dwTUZbR+zShet7X_8zz%hXoe={_!zyw$ZWC`S}G7
zGY`vFqc>?Zl8hQ+OHv0ETZD**=SC1oBdkkKmj29kzPfu*sqSgTA4NeLI1LpL(|r2s
zG5~G=I}R8P^b-9D#$HC2dH2yWB}|3<a(|i|n<l4c`iDl`0X_Hb9eib{w8w8EHFhxJ
zx4C4IQt>GOv-!j#(F|xdA@{6WX51wm1lm0-Q@OI-(W$DUhZ#W3QLrKt&n(Zacq5Es
zSi3BO`G68MyPB^ww=^_0T)cGU;v0<j=EH=PmA(qCNJRSldcUE+c5?Zze&rkQzx(y$
z{aZ(M-unV^BbVN(tF^8k+`V!Cy|+Gm{^Y%<Pd@nepMLk#zYoys(;xlx|Nh&5efZ%=
zFYNjI*#m!(pMle(qr126(j1>Ye)s+NK6&fed)H5I?$-~tsDeqo5U0&89im24s4qP{
zOY`Yee0Fwzb$KmpeZ*p=LXjCK9#0ba78X~6t|$g>1t^18x5F62y#s1`Ct~WkSisVW
zT!D2;TUeGIOQ)AhYZF3#(pRWd6xm@ruL?TjC*>szg=}rNUfbK1trP!2(R1uaqN^Kg
z3+l1*J6LUh7_uaSwLx%KDuzXT&!zbe^7*ZLt-t`bxIEiuOStLs{fD={{*8}5`r3y#
zZ=Z@o-oABEucbF5^Ew~=eQ;RWuVbRHZqcnk?_}(8XEU3@uND5z-nh0)n$(_3d1Mv4
zdHpb#j+A#$Rm->T99%uES{*u8sai`{N^xMUR*Y?LnZV{Vnb(|u^{^QDuKoO0YR%G6
zI;pZdTG&qP)^}8`qRagD5d18gYg$XD)+i^sCj1tOH&?y7?zvQ)XOI<jVs&X`d0|xT
zC=H7R9nocvk^ziH=_GZ>B5QMWIaHYDNm`7WteMHtWK>2>8zgrz8ESxx2#lr9HJM2V
zsP#Q<Aqox_W;7VkcDy3Xi_=a<vQF5PT#)u!)IXrR$vxrRtJEvD28xwZ-SknVbnY!_
zf8+I6I@%k_d`J>KLUSvT!I80shKs(kNhcZ%7@kpH9P-R1*d15wI2^y|PZ93Z7Dm$|
zfZ-*CXBqWb$#gDZweTlSTggZK4Hd=K56Kb_vtZwFVW!o<qLY1g%0!@24$;Y3D~DqP
zM8Mwmrcl{5&;@gPIHbwG?)Jcz%uQij)d(ygfFPo|X^$Nf1^`hBtr>;t2_7EZ@d$;{
z5$SvB&5gx*y{_gCx!HR=+tDJBaU#0b)pA*X7mF8~Xklu^%%Zu&)rBdXlwZ=Buk!;2
zn;IU#F93A_m7Xkw7znok@Qe?`Y15+vt8?b|wC<02meE$hxFrTU(Ch9g!BzB{jCf(^
zpee9N>X2h?Be>+`8|T8Xr)NWW(6ru$@B*2PUCoaS1Fq*~5u?BiHye*VWTjLALR&Kl
zGe3*STKD=|ULWekn`vnuAMwcabB0ni`lRQUQ0pJ)a(d5XVs(=ull)>J`o@NAK`KV;
zZEe<AJ7bI>gccXw2*?B=L0lem0A@%xlMI9UA5?Cvk;Hr(Acc4|>2zpFQID-y3@{@m
z?j9T>9oeNeqDjVj{k=d4+ZbxsgY}LT3rWS3@D2E6U6CzcX;}cGz`Dzbne%ArKwoI<
zXAj$0N7_$MPTL+u0tx{0zSa$6RBOJ+dV2a^`ob5rpm>9UcB8|itG2TvaT;L1VMLa>
z=}Aq7)&O+eO9q5oLp1JPxuvusW92C6jzOx@lqxCc@u6;EWxWn})pu37CbqJ*gRADZ
zseWT)QwA_)Dro?gz^3$wOnJ>s5Sac6)n1?b@4rKO0Gz0fHoJJcfVRo0>CuU4EkK0d
z!NFlDvE7vXkV_#K$Vyy7cvr75OQZ)6l4(30F@`WP*R8>;uQ$BQM+T96*`1Of^GMB4
z;2&ufnPf)9dALu-?x?M+ArMrles^Dci}u_WOJNA@wuTEWmoHin(~`$yaOEQRrbM$M
zv9Y6r{crxsx8HyNkFH(4w_iQXrnZwTy}8oi?qR*ea)0yj!)I?jefR$TXW#zTcYgT&
zAAkDepa1+He)(Vj`k(K;^WKYm1b_C}U)X2h@Nn<`-3RZz`&E}D@4frc^QZ4Td-Uw|
z=rkGCNWWX#JJWeH;QDJ~(nU2}t-Lhrsjp=jM{Ufm`%?0Cs|IMcG5FlBd{)8P#d@K=
z(C7y1QAYE93`U|JVy@KMUp+gi@7B1*;-QZsa-MF}b4ZxmIF~HrW~vQ1k|qP(T3w}S
zhK4DB49zk4`3-byx8R*{Yw2`W&EeYA^n|a!!Vd45l7MB^`#U8a@+OT^D{BUJtps1>
zq<Hh`gHQhWtB;>OAf=t0lyBVJzyILI-Fw%rT|c^dbr&Q%Ix4TP+OL^rlsY;n?(G#=
z#j4fZ@ln8L^>W&NP<dzTU^nmY+!moQUalkyJBh=iGOkQvMWvX`rq*^VNk061X4NEj
zRr}!DY$3aOxGO`j0eZ1}<v^_Hk{}eXnwz?MQa`<VxLYquN0#})3JDgH^>YqtVua_p
z2Q_7xQUAE_>E)GKBfZhcLL!ENWGXW>EV({a$VD<KT7?#IM~-?`k`g*-WPF_AIW$Z}
zH<#kEwMcYDE|S-7$*joq2(}C>6{2Xv{lPP{xvsWL2!dyr<12XV<2DXhqU|}ZFvF;H
z>*{P(01JavYjskx6zXmeXiH2fT)!`U;SV)MP<EJd`+Ir`H6!Drt^7Kz&A2T&wVobU
z-3DT#O8N7OuK__b_4tlF1dEnA^D>Tj-~KQM%*mhcm}l$Kc_o8@?9!0Wzhq52*zEOF
zEzH>smz@L;kREgp)fRA+rZ23Qel8Q+)}rkp!;?;BN*gD+C;_)2=(XlFU0wzZP&XX%
zvnT?o#;H*rcvu2Gb?LP)VY*Z+uzqo4d07AtF-e~d?48nh#E}=mOcJt7&@ZG%LuaMF
zFU!;nV^eEPX!JI<4q<X=EG3(=;C3dXE1*sf|GeIbu>sPjE$o31cqJDio#w)7_Bk2W
zW3vFmpvXOtfzzz)Dq4w^y*SM@qL?Uc>p-3EsC6Vmib5GQt7S(p^A)U3tELaiKYEzh
z8+B5^1E&-4f&ydn<~VZKfg%_W4&;_+5~RyzQpS34%fJQ;5`z#FqdDI;dw9kJs?&i6
zBHAG8vE}V<4~K>g-KUznl1bo4;RpC6v%q;2?%vcSTNV6hol2*dT#p6@EnX#;BGGs%
znej#wDzrQn+uTssfE}9D2{<toF<qU@4G)jM_VP>C%!#mq7NBOeDrl@<ii5P|S}w^i
z7Eh>DVY634$ZST)Rg`B}tB?<N1fnWV56;Ihh0H=Uw!43b1qD=whR6T#_kUjkmvX1p
zgDr58D!07iJ}Z-FvGVSfEFuVof>w?EykzdGG*KXhLw^^g5gZPbst&$EsoXJjS)KuY
zeqiwU<hW3-S9T9Wes*AZZhl2ch4-gvZ`n<XCxTG52$j?F!)q^nky&nLZn2@E!89rW
z$Ury0*->|D2trLwOQYL*#7yb4*D|4W!e>XnM3?MvcP9|m#xviiN`htAM{20EXJp)k
zh3x=e;@pA3+civf?CNOa1e-KQwzRyJNb|`Hi%bklkaVH86sd`cbTqf{V}^E;MgZ($
zD7iqlH8yE{ZEa>GXdNH*{+Tb8ihuei-}?F|-@I{l`=EMI-l?f!&SiGaPR@?@4)^QF
zkM2Kx{OBp;{dfN2Z+`THPh}qe`IrCpAOHHFa`!Ln`TN-ef03Vo!~NZd4<3K`{>Qkl
zx1N3Q*3-9dUAuEoKhB{1^Yz2y8^-HZg8S%lByca2rJP*Ybyuk>cUTuxqa#HO#bVUe
zJ}j?jjox6xUfb9Jz3^R1Bxq7l){eS+wyNzEmyuMXsH1eGnnT7f*R`TV(3iQ!^VN@?
zTCL)@sJ&8T!G;cu85L4OCBLJ`HK>y^m3mCec^<Gt%72<)U0>NXWvwkD%E+21>}0gC
zQaSl%d6{1N!tYT`?mf8kCx8C+C(rIbetLgvYom})K7DfQ{r4Vy^woFXe0=wVFF!v#
ztnk<-Vulxs>{2_0q>@!760|~?@esjN+!9W#l+wGqO7&F~uK0nyy__G|ujT#kcA65D
zKHANccMxcie4c`t0>HM@oB6aYl{piT`OF&hl}&F%HWwK{>gCWUhN-)DbuXRV*eRrJ
zB<adX!Dqz6DWff<A6}0>JqGOevDiu|x=&J<rX0NKv~zM^Q|9K{981{x%B(o#`s!RZ
zxf)xajv8Q@9@$u%=k3p=t?Di6q!j%NFB@tL23ww0ZAAR#b~h(u*_=@8#Z0Bd$EFwN
z$3zBJSLQg!3Oh0sfe@P*>v!_Nbr?(Qcp*KpwN)q<7Urg<>YACpeED-$p|NOi6Jv-q
z)-~7f7hZcAYGU}Gp5$ff=<5oVM2%OjC{^fgYYOX--5tyN85gJUT2wY%krH*}70Jqh
z#j%6(GAXF8)uxY9FDv2NjZizfB;ZF(kvyQIlgdJ6!z_8r5ED&u`z^Fc7yiyT3;;wI
z(AUbMg_Rf}J2T_>f@*ZR&rS?eCV`@*;L92r@9zepj0I5oLJ{Rq-_qpR)G*W67^Bzp
zaF5<C_IM=Q`QSAG1$qgu1=AKOm4lmbxjZ{biBn{WcZx^XKrB6AUWcXGNi|<+IWUq{
z9g1VkqDXqc6GH}lX1S*n>?6?dX}}l}9l5n)8Bs55R|g7-N@!I+i~$)ckhdej&Q0Xe
zMq<f25VT*>uDv0gu;+V22q-x_0L<(%1O``#bE+mlX9Ww~e7H+dx55B4J4buc;JTGa
zssJU2fg<F#QBPq{|0IS4Gt%9`DyHj7O}!V|8^FV!7&df1Jw%0^p5|Bxi`Q$*+Sh{t
zYIeq3T3dyC#d=gIGE$17Bo7adU7Kz1RD7whw0YD_`0fDD12dH`8?e#a&)>k$%m3^1
zJV@}Tx{P!7X`QNOrg3#`Q!5v6=*~llU{*2~)hFi70}2!6NsyW$#zvt2&Omr7lrXG0
zGo4Pum`SCnmaA>PQ|OGmL$WSge61;nqvAEUw1O)xKS6z+V;hlJb?;D!Q3O>lD~MO$
zJ7A<QR;ok8`if0ObqMwPuk=j-Nh&p)4#1Fu!Ih6^W_^8gcE<PC;-t;Z(Ge{$3hUrW
zq+Ab8u&0YI>}tgVfZZ*Pc`zYao|7$LFdwMFeiEu4`=-W593A1+q9dOcX;lRTC?*tX
zg45+scSncmq~8AV>FMCT?C9zoM!ikVSX@G?(Lfg!04}e_BXOTRDNt6y&erCR*0ykC
z9i1IIC0bit&NvJB{KY1(T)5bLrKyz>?8+tDu6};9xjO7mzV>z5dCuXZz0;F}>wER%
zQgQd}>h)|YyH`JYaPRTshfhCz@2h|Qr{Dd-_kQy8pZ@Bfe(^8={L6oT^ytZpd<1{?
z*k9OZ;QHC=qlY?JK6!Be`P*-O_|ccYdi%zmLQbJ(u~e*`p5AuhWUT^UfQGkC0&B72
zn3D51ckYe`(ycVR7uPFZJp{LLUXEluc7RpM;0ww?Sb>!S#^TASCa%5xa;aR(YbH%3
z@;l}DR&FbwS5ru4QY4KrGeD9``SukUcdVzP`hC(cSSZWU1*$@y-(J)%lO<0^Ra<Bw
zpn<r++B?GVYpaJH4N8(BEOh5Zj)+|^f8qCF2^`mZ??3zC!?*Si!p0DxL$T`Z8;5T_
zyZgb1PyhVeU%z$xWdE?l7*?^ror|SYYc7{lv87Vp$d0k03VpDsJa%V`RhF-8x3<kl
zU(CmLE1BIY0J2pqXs+JS#89s!K(CFBIWfj+Q5<1~34gZ~--<76r*$+fkRZv0xvaBr
z&J6c?Ub47fFQnppPvqLDN0H6)xh=#63zn5e&P!v(H#D*?6mq&cO!daa+?SVUENx1-
zW2h|pDmw5inc?0q#Y&l#t%PfHJIKg~5zl}hQ0IV9QYeJQLWP)LTwf>AOj#uWx-21+
zFBt4$96!0aKAlc&mWnx&WlGD$=K9D;$Vi5;<is$b%dlrNodiixM#{7_Uv9i~0hZ|R
z=^)ndT=Qskswx^9aLsHkTr;*H*T$Nh+Eh<h3kWnZ+Gp#B9jmvy&4szwYYc+Xe&5%H
zPYH<IiqQFSgJ&^h<783h=`6s{V3|TV%t1WGo<#N;Rj}_@!2p=YrVsPg{KOD+!fdUe
z<DBQwtbkIR2$ky6UYHAOG#jgdvl<zu$GItNiSZQbC1?TmSdi@PXu}DxW0}ZavtvFv
zrhQ|)Un4{d=rz*U32X6>g(gzsFn5zvY<#Szy;;M<NM9dEHOOdS5yVpOpiIoJw*Qoh
zMKDDqPLCMG`b|_&#~1t-bh=T4>Hf(B;Zk!61UwEBwkWDVAZUu#$~n|yk!-^IDhU-X
zOi#luBzu-`q_B?Qa<Lf58BGXkG)6~>l?u@4$jCJGk;S1f>J9Hrjmiq*=+vmHo3OA5
z-XM|O2%;~a&UkXEXi7O|r=~hvI}~z;UfGcWH)tfmsCp>n@M2GdSt7n8a#UEc8W@0L
zc(i~$Xa-S<0A!;l7XnULst7|DEjf|cDOFF-ZmvO4q~2wa5(cyiG+ioHeXrp0=<=l<
zW`I=aOlWBam4ik+t!FIAi+G;ZwRLC`#fNP4LYOX%p5sikE!B-O=h7h>-SWfCa3MS}
z(udkb2MKSwKJ*Nc^ZwxXe~$%_!OOU!H?0~7xsS22i9zo55%c9U0q;d((jm)hQLEc>
z1eiah6VpYlR(CDAw7S{edET{U108J_>R1OQh_%iG!|Kb#J){{q_B*9S0k8$%t`k^F
z)bZ$0&+6hFIq!G>$M0a4LU=rx@ZtCF#k?7NY;6nm!%YA19;_(Us55wUEQA0U{Lo=$
z9|?mt2izrDW!n!vcS9cV&}3tCJN!N|4q;8tFD!6?xqB8>Sq@B1M%HwMa5hY#pMxt-
zETz+gR`(zt%pGlRa4Dhn0@gA*`NnInz47|%+-RPZ^BTW_v$LB|6-qq&^4(ic?%a5D
zzjn-WfAhw}>(}mPQrmmAqq`PW-g^JNw?FvPZ~Vpg{`&9#@gM%_XP^G^Uw-|6pFDZ?
z!k)jMJ@6O#8Mt<O`uy3uPo8~n_wLiDkKg&Dk3N2Q=UySV1Dc@ntEHMx>v=ri$u*9f
z-{QTF2=e&qAPT5GukkzB_+YhPTaUPU-HatQHk;XCe5d-uNU)erFbxKnmT;w;6N)sZ
zL!C_R9USI&c7owvh7u}B#L+a7*gE|YSaA}lmWJk3i-9#de$>Jvg+jwBd#ep0dG=Hc
zKcX-P&tIw6s(ZWDdQIuQHdpI}Iu=4hRCL3(@ylQMpBnNHk89U%oc!@OKfZJO<o2y2
z_c5DhFIsu~t$XjjbMM)+yN{pVJ36UdyM9n9Gm!A8&xYpJLK3(-Uw%v+?rwu&swdo^
zTt??cA)Q)h4}-*%SCA18k?uRTD_0Nqb0<3O%PF0!#qB7BrbR!uwL%}vrPsH!o5(1I
z|JsZs7E_7Uaz5$@Y=-CadW4oYHkb6wD_mV#a-i6GoYA^Y>T*UycaaTg{jrm?t3VnV
z(J-ZZ8x$!8K`V2S$TGPwop9~Hm`bfG<7A5>K8jUg+hiX($_NapL`3fr4q#?_2-9Hh
zcq6h(_)}ytKRwKWvc869nbhg(i1$>BHiTSiV#7bkL`+VPnM$`)05+Ga<^7}mwarx>
zLc~WddUT2s37V#gCtC?l;ocsVM2^88XlZ6<TvEWLbuju5bPo2lwYOgB>S{G<gaKGG
zVmQ=qVNQ#?IG$e#=5v*f1M0V1T;c<ZG%Qvq`dhH#*y0JmY(OyphRqRAf`k^(NNn@y
zEFBP_7YPdK2gW$cEhgh(Xf{fgTvI4LAX6$&AeiE2SccX-TXXsz2B>l{UQc@~H#u5t
zcD#S2r)6@WYu;^+E0O4<8=|(5O93E_StjD7;_vFw_Gt?SO3@e=7`Wape~L(;sN>{N
zuc}q$S_!1&)MP@$5Xh30<nSkM33bj|;T~dbGWDo39#X&{c~G=sNQskwe7Mig`AEj2
z8v*v%%`vY%>$=EBb1|JEyC2@TcJtn?JKFDcQpxMlB4Hzju95!EaB*V^U|g;1=%Bd4
z_~@ehKR)7K8IcUY6%(i&LyzA1d=FO|z6b*FT4LTf_H|z{azV+MA{}a+_@qzWQeoJ+
ztKHqyS%y2puF=$RMNEAj8Iu^ignWxd*O6)P47WlwBo5PO*KX|X9%v*L3P{rQ(0X2`
z#ktTO&xXKG8o?f?c}79W3$MIHLRDq~Ud>F;i(=FJ&|luq%01D#^D|>Rg|sOl1Tk${
zP$+ElG&PAyl0h-;#BpjnD%gaCx_p!x<x!~d@|A|hre;+P)IFIIN+Mt~HM78Tg=r$y
zd+Sge2Zu)e9$$1GuBQR(&x1ju?Cl@v?jP+BbkLx;s1ze01mW<`ajEmiy2uRe{LF?5
zv6fbRX9A6uS*K@bLt8|PdpIbsdF9F#61nRg=1hRLrKPo@p|QnZt!<-Y{y^RKectat
z74#*HAnn_A9(oiR=p7jC?CBpKo523-3v|Er>JL+Wy&xg1DM7$}InpC;p>r4p)26bt
z9NUbq2A-AAaiXWQ1H>Kd?R3%6+1y}dL12b=w(-(M3q=0LR|`Q3W6HwYqMx6cKRP<S
zee1#FH#vtN-nsthpniI^f9?L=XIGD|*DHJbyC-^$o;-T`)|0os^X<R--e3RVSO56W
zKl}8be)Y@$y!+tMi+lus_Sj$8XW-iD)hAEh{@}w;KK$}0Pai-3^1JV!>>usq%k}ae
ze3VILhlhM^uq%hLU3!&MNe!ZT5J5*qi<6UUS*nu*U}HnH$AA#TwY<872P;==Z1I#o
zSI+{@j%ggu_V!jqYt~*#N^UC~7KBzd)>7NqLMg8`LOGRh8$X;m&qyx0(k5ThEwxBz
z&3*V2H>C4mDs7*|ot%xrP^yy^O^*vz?UZ)v`&I4wySsYP3#hI9w#knPM>((cAAIh&
zoHq|2-Mx1GSn~1ffAry3zVg<=K~cGu*=Tn9XHReM?iG)(?wy<-UOhbkit;-uGU9@Y
z?yMAKahuq>fut&{y4u><&c&<3kHxS%Y1JqPUlmgsezQCnma0{@_G+2ka?(9ItZnUN
z6%VdeO%d&ci6v8vx<8d0t*q$rn9GxGH|9ur>Ev?SCHV3*VUdo+8{{H85?LA@?$P2!
zW73FaElA80xv>>ntK<nL>k<K)*s@!jNle%}Mr(dEvQVjT0TWFW5rB5S?DbPlri0wM
zuJVFUO80<Jm_rc$OvF(rlpy+p0|;j$9ym3NA5)<|HOgI2`QS*wxool-EzWwv4I#~I
zaNUYjYdf00D7;5kkA>D4PFU+vAhwVQO@0ep<Wibya`Ck<b+k5MONb^&5)wA^ii5;o
z>eoBluLNKFNI#3ZSC$D)bEIwr{i`HSbSPyIglR!~(Bn4Nuwg(E@J3jX!vfV{6j$s-
zPry*7(eyHO*W2DqwPR3+2L=aK*bWO1I02nQ1RYyT6j+Bfd;B19I5t9z0}VY{8qrj&
z@s0(?X`p*{Tu&6*XB6x);MmpL$Vsm(LQ#VfhcIc!6g4ptJ|+|LjNsM)<mL&0<vQEj
zv0>yzsw8>Tt>KF>xn`Ba7}V&9rc-(!gab@sSHL2FCW8(APC9}Uh$m0HPIGKh+so>T
zQBJqRdzFZ9CSkbQDc*Gy3I@aGRx+L_6wBNBaxPoQWssIJ=}yPLCyZ@u-nx3oBbX=}
zrLIoFf&IOk^hytw`v`M2K0(RmF(U}Fl!GN$IJ}A%5)~PGFvf<?Nk@*N0ZdDeE-8W4
z-rg~Ftz$3|#<AN=rtfUohZ)S(t}ZAGLxQH~bqe4y$DP*{`^w5ysnihJxzLXa7q5Cy
zt_YIWw9R^Ew}M}6G#HZ#+gZUn9t0$M<K@d}Kvf$`Dj2R5v)O%8e@Y?6&$6GBPVK9*
z0hCNaY-~=T?97JtnW7#9qOeJvQ#=ydSVC1{Cc_V=yTV(sxw(CC1X7$<H{pfjY#$my
z-uC(qbh9w9zbJej5w^<x7na2b3T*;l_$YI&Q!~>pF@O?R9DG=V{YI-sX6BZrXXn+j
z7K?dJShzfRnD5Rdz;-?~C3=85@ieArLdHvPY^rRXP{I*I>`zU6>6O=;o6SNoc!idG
zgd29TzlQ;{#lLwQ_i})-X0^6V&&>Lv{-Lo%W_x0Cj(clncHYmUzbJ{+MllLqVPUSQ
zx65zBO9N#t;gr>`F1i+&9qk+RhY%lqi11x1R<*(m2e!Gr%PMPIYmZByrp7jb$A*iX
zk0zFoiudk4x_#^ZyKjHx-M7AadVKrz_|Dzi&qyj<#KnAZw|c<$_4G|E!tZ?hPrv<l
zfAe?$@~eOS#m|2IkN@}|H*Va1Vb9;s9{3CU3~+&-on3$a{JpPy<&VDn<*%_sK7I7q
zNPRh9E$`F|+m%eF;EE4hK|4T2(+ynu864q1iEc)=bBf}3E5(wlvvRpuf>Ba2br7p-
zt3(fqM>dz&#pC}lU{pw@=%h6C*!E5)D~wnw@u_ov>ANXb$_{knj|@L+>x=4hGWm2Q
zzPXjlCNqrpsIz3=*Jvgt!)5e28DHJbf_%%m8V(LB>2y+wW1$pqous733B40~$O;8<
zzVHocbNPS#_J8Z`X@B$ag9i`q+<$QMo8SE88{hco-u-KcIIR?LTDg?Hckjl{Tc^h-
z2Z#LcyW8bT%Kg%Ezq&rFn}=JTuO5X3fYr*Om4f|V6&UZE@TM{fZ51e~Tsm&eQi;8m
ziE1%^w3j=mr=#oR+0>GDFSU;FkM$p0bFruvqs@hdiCkvG&GL*Da+|8af*hF_4&72c
zfs*2=M~+QR3@cN$h^-UB1J~9STh&Z8YY;{WKm9biJ|9_MEUCBhUt_E3bQDtZf<#so
zW@@U8r4#Eg9;$#X9bbog5CYpG-DYBHG^VD9S(|x@O`>pRY2~E#v6+ccY;5S<9>%IU
zPfX0{(&xsPdGvRR<tVbA&27QY<|io@L>8dP8RuAmu-st^CMl3z1o%-#KQ`FS({=u@
zsuY4rEFgTt)>9(}m)l#LSC<x{CcN43P>616mG#>kK&&{SmtEVWp+fs~J)Pu5>d70g
zzA`%0i#o!hQMO)t<z<k`!Qr>CdE>{pwn$V?Lv(?v1O_K2Cg*HVcMrYF9|4RC{UMan
z8rkM&69R-3NgW&ubCgr}4d0m9T=euJxNt-Y!E^*L!_Q3&&W!Y-*U(WyYMg0k8Kxq?
zzA|UVaa7-e9V{iT00cm#!!%gvaaJLiNc<e5F9JNF9-mQvdW>^SVv;f_MX29EjXaJ+
zv95=WAvH1;3oAUZ7KLa80TqLjfMM$0k}0QoF86}uT{3yFf5<>3tOv;Yw5G|2LMscp
zF2<!M35A>VExh7zFBT3>7hm6)Q+(<kp%4d$Hda<6OjN<gxvJ_4Dh|!J<0DJv9W7Gf
zT#N&voYX2HcP5zb22_2vw_%KW6pDIN8PKWj*0*<x#wmOuc=pNUrhJgw_$<z*uy1Hp
zAsEc2ck<ibtWr0?q0)YUFA<Ftaycj~9goT>pme$OaYbnKw28z_uA{B}%H>9GcA&{k
z5h!)tTRY=a@RNZvTTru1pigSu?P5AtrR(XP(K#k<fx2JCloCc)*4J}|^3vkk)Z}z{
z=TA+(@y5m8{^5|UY-(2N!SD*OFmH9VwfY$gK_T2QJw>fU>Uzh@CngiIs?m+ehD?f@
zKks}<9Kz)OV+sRORKYQWF}=H=Vy27*>+2C_H2oW>*Zg)yYM{S=6l#LD7Z(DQ#F%w<
zbd3%TdCzm;UwHjOOG^;`db-=S7P}(>P4RSj%DXzfvDxb2C~aU2f3(ga)01;cO^r=(
z7aG}Ri<wI+-ospIAzTdRbt5`EyE_n<{I`mNl2((%UZ*rpgi>GGW0x{MqOf$A)MaZM
z=CHe?r9)SYE1dK4Rqb{&%HH(c%*@<-@Z{|D#+};_zx@8!?%jHDdVKT2y|?b%cyQzN
z#$N59Ufp~A;K{qs-ciT;XW#s@@Bj7pf5mkFkN^7fpa1*y>vvw*Blxoi{=z;3ySuyB
zuitw1^xgO0|M<z1_XzY~`|3vrwWC6&m=)koZHq1PFry(T3qH|Ohuj)0MFD+<KE~B_
zDt-0jgh^K3utxGL7bq3f3hHDglPOoLX_lZ|4l>hXZz;wiHd7YEd?Fn$)yvo_)#WL}
zMTNW>ZgE9{K2`aCGPj-Dvia)(;QEc2E{dw5uv?T!CYW`BrDVdeV`l%LTmri4HHQ54
z%@vL^E8CPugxF3IyQY(D&HOO=?6-gG|7mY;Iyu>Y^7O&odpAz6?%uwA%6^ZcD-^a4
zLSI78RjKy-oqWRIxFe^>!2xMBw!IUrR_L&)un<&pm99xFyT7~h@Zt5VS8Mj!NR9bi
z90$dX4;E(AdMa|cj2f<$S~b1Dn-zgfMCJq%-NO1h4ROvGH{@0<Bzf-(+ffcQ|7vDP
zg#|wt6q?+MWphbxtL3F>%Zz3*$&rr#U}l~fli`}1=0cg)g@rRD1p-A&o&*|;0;^R!
zbovJ-ut0);v5h5|&CJl^!nmwFl><slMC8t>Yj%wnHa8YB&N@G*Jbgt8(-LuGem?xL
z<>8Z%1D!)hWVa$nzj$;}PX&gJFFY>2pH5|SX)nDH1iu!t3#Y}hqM+O1LVxV&Xq0Xn
zlsoNcgS#eGyNmcujCC23>u??2G9FA`n!9?iWXvrx_4ou34hD1dgLA-#8yy)Qq#Htj
zU=<wabTDs+1yK3LFeWR;gzXq=xO@q9L=;2gL0oP#IHl)itoFFgVS?RAKVv$HO49;B
z;+%GTqo5=u5jSh|bDZ}26GG(`z%=A;SmK@matvoPVyWS>)MHdggFV?18i9em3ZXP~
zY}^fV&TEa>T$&l_@3Qp`JF)8nJM3fto}d7ntmsTZJVRG+dlTFhTVFw)X{gY0&)&~z
z7F}EM+$mVc@K~MZ3R7DeOiT;20GQk%Q&vRR>CBA$U_gm0D+=W2ris;@X;Y{zjze#S
zFpe`eiW`cqETWWP30G3MvM6$MRH4~WXt$8-K=cd_5)MPlKwAs;)7{2cvUm}2u{3@o
zD(5%7uc&YpZFo7qkv@eK0$SL}r>AUgDq|nu*4(Stj!&*yYUTasPZ0UzcMmyRVb<ws
z@*-QBB~is7k=2DA@oDw%n;VEM(My6OpFh)A!G#Td&KJ)73<^jwKM0z0A(qPy4UDv@
zA`Cj-I*I)J1q_P@@Y~ohuhU?#%#T}Ykkv);65_*xcEC-PR)Y1s_qYc&#yy|Q6~Zw0
z;tFj}%C}Mcwzb8Tg5n2&7HkgeKZ$f?tgXFsT$hDvtaSQZyBq=CJ#$8v)b5Bm9A7;;
zI61UTWdS}gp*qcE9almwl43w_G?yiAw6>X0JRA7T>2Y8w1P~(8$>{~P5wvwxb>7h?
zoXiIK1mUSXtCucbYHRE0kZA1gB|ge#p8xH?f<kTLlYRYovGA9VOs7>!^Qcp^jQ`C|
zSB6JIE?~$QcYB9P$n$ihUcCnIlCGX^3?^5ogtH}*rSKl7fcqT+w*7{v&})>-*2d<`
z7lkgHTd9!!ec?mV(<||ad-Ko&8$LVx<oUaYN7wG%d-~x1vk%_=@b>k)_in#==f-_)
z-Uqu!uG6gvKY#Ptqx+A)^(Wu{{@?uI7oYy(pMLS{U;XmGZr!^7!XCk&J@6Oy87P%X
zw{Jgq{P>*@KKS_2qqlEdyZ^~ozec9dB=f15)xzENwdmBi?<?1~efoqPAWElE^fOa4
zRKa9yb33b+Vb2!`w>NQ6N4>N7+zzhkD??a}*x*ja3ub8&u5Q;{zH>ymJgn$$$Y<tP
z77_KC?QASzWjo{aUt3=S>wFixq<2$lz6h7eq;KwsEgQkQjabqSFBjSB>a2~S8#m7!
z{kwZLt)YdY%EWr5T1+N44-RVTCK&Gx>JWGYu>Sl1``<b`nt?ivtT0clViB*TUqUEK
zd#be@I$fodsnv2j+YudKN5}PRHx76Ax65UqF=l03DdWCMuChNrMrTw)c6POP>-N#n
zapl_CUTkv#d1YTan;}X@fh%nld;18!OtF|OG2WL_7PR56TyDe9fOe%F4IInzkCl?H
z>$OaJBf36I7Ubaag-yuCEM+o^B7FxBIQZG;MAaO<L&N>^=Qs+8V#@&@=s2_<+u6c>
z)04v-OA-oF5-!1)=}9B~)M13r;BYU4nK?*gpiT&VQ1YkI2*ql4!H{$~$mbaFW|)@e
zr{?EIX`}nQMYxy&%oH61*TU?WnCJS6Oc^<8#*3@0((A5DWACt@D`fmeU(rqsJPK)y
zZpe!zW*8_Yr})B@u%Wta{0Z5SjaM_Oac%XT)>L}C>;wsC4e+k8%}6Qo8Ivs?+Fa0t
zM!x~!10iq_b#=D)_4IEzz?EN&4Rv?5E-ubFD4E|T#`(Uc0Ul5deMIwuPgIqvMRlf7
zJOe265B|Nk12%JOh&2&=B@*L<1Mn5ZLaKB4cD8kZG*mrWAj*r#$fNG2nBEnsf=Qvj
z6x16UfQStAV3hd1ac?9XelRT4xEg^`j(SodbT{OIBk<rIU~E<TU{O;RgluP1eeUE?
zf3KgzO0iJ;jZ$w&IhA;Jk)Rtuab&RDGvLw&Ss|who9Q=pzOy#@prEQO3Ms7M-H|;M
zoU}yA0Uz$hppH|opmqVKH1)7US{DYoI)O_llmO)l3xAl1tU!7WUni`B3cVDbDI6vk
z#uVo{L33z;)fjKSQ-r~jd2XT;nv(=|Zx_5Cu%tFrxI~K3?)1{i1_Xn41L0&C`OG8h
z#*zXofmF%D;Zkm6y<95d?{uE{KPnj9#nwdy)&v1XgI?b1T6Mz+>x%Y<<)(%vZ2VN1
z*)n@g3mt~Q$&|nV^x~1y4b5$kJuzmk`LgMpAETvnuv2u=i5|7DGS8}8p0MxZW)~KS
zhWuc-J9yvI&bN<l)c`y?GTz>STpBADi<De%5PF}#rgcKVT9dO@DepbFx1HaSi{&14
zm1Oi*5Qc3M*o#`a^?<`aq$j2otBxbMvRR*(S=U!wSPXLAWcDueKt04<SSm~ggmtLV
zmZs)Qm!Pk<k<p3XKK`)*e`8y_IP5yxflan96qj1#z?gM)%QKEmO!fA-4~o0O)T2@g
zwl^vv1`meo0MER)#@#}o%P`)ox|=I(iJ?-?f0%$b2L@d-iMLp@Z@$vlaOsLa%QX*!
zUwd;i&W$S|WEsXrfqce~XV2cMR`;N<M-SgpVRY~IgNJv89G^Y7`{vQX>G8qI^C$1T
z^ZfmfKl<aZ|Iwd)_b<Np)1Ukt`udk&|DQYe?!B-_@MjPFg?$FFMtAQ%di(7!fB3;i
zw{ASVd+X8r?|fJ(9p*A6-Kcx@(@eT>ZZsAA8e;0equ>bC0W8cfkO^{I@$F3V_;8m2
zjKM<$k8NJZkW(J9U)|jkY-HJjF!X(GM)eA==sS?2GBSkqLN>)x2`YlJbf-2iw*^{W
z5g0%vPav4MsLlhEAr7938z+KYW|!C2nRNYYhHam=xXq%kKulD+T-iA|+%N0fN^ZDl
zK02=Pm_cZ0995;i_qpGC<BczA2~(`7U+Zu;YdgD;N2Dz|%1k6>(}uzm<?`14UbbFM
zTjD;weo)`vDeP?R?QYxak#;N<w{(AP^T|gR?F5<RzIw8IuwT@KfA7w*hr5dzORt%0
z47FXBi4Ll4Q76aMqrLphRR1z(7u;2&yM{sSy&67my|leq*^y04)^_5l=zKgzOqt)_
zR*x2w64gB`eE@EmK5<NJsxPPB%ujKhi{*tX3I3Voc>{id7MYvW2{u178bxZY%&DY6
zSdESNlI(Pdz)zO{K(g6c9r7$X=qUCTMNjyeNiE|Ha_nSEy~tFY#nC9~jZihBA}rXJ
z=cmyS>_PC`;@p__Fu!<SvqtaI4z~K6dN&7r!<CC*jRP9&lUwwqPXQr(^z?MQ^VCdN
z)!g{u0=m1MYh@9#Us=&Jq)2w4zq7TyjY4wy@<pPgp2uOrShqoB%o2N8yHmEiy;W^`
z$k%t16p<Oj0Z@6B7s!a%2C~lx1C@g$3|ZpwMAbZYJL39U2~Pc-Dj_RJO#}P@GxUy#
zB&$3!%_Y4eQ%J+Jxwf#R>_}@qwNc0c52Er59D&+`1R3H4GQmA+E<7XA_2rEfV(ujT
zY$g$1X1fry;J9*wjQao&m?ju8GT4W{<3I!ZOgu4?DdsTCLmmWbTq>X|l{R3vga_C7
z{XF+GGj<h4O@s)iC;GJ5=}|G+;{_IYvFoVSiqB5zC0IDv)rQeR%|VGy@ADCAw}-hJ
z;gBOBK~9Lh>CsWO1u!0ZP<t*+8{1eBLF8v5Z-a9NUNL$Rdgt5>>lC?FN)WlE%)zdr
z&U`tVgpyh1%ibs>!+1+=5`qj2UBp~<qS_K7v7|mx5XDOXp$!kSeR~?bB1>wVe}mjm
zXRh%KX35cPu3LMQ){JFR32@HKH|xjfs*8)USc<#eH5h*>wD#JoUlQx<Xl)cJH2?(f
zAs{_2@X!wvo!grm8LYr9p;%&|*UB^}3!r3#?NKNKcEWu@L1D~veL0qlYmskl?_kH`
zWeSG&t}a(JNK&Qu1Y2@Bi<cG)=#GsayCez1orQwq8Ovrh^_4s>{Sw}XYFh1pC^PZE
z0kq|n^^kv@n4X`fUCt2=F?5!{pr~Mv<gY}^QPtg1C0#~Q+XC@B8p`o{u3Ws-bmeka
zS9kdJuAY`wRa@eY!NKJ(?#1Qh)zPsD;1Je=rh5AaTUy(F0KLPzd-~bB^tPaddBfxw
zsl!7fW1Zc7EiIu_qPMRXg=b|+=F!u*zO**l@1xlV*b|foQEKX2wIid^8ZIN5F=D11
z{0~90r=!CQO+$AD_~xUB^-BHbwL7<OJ`~`(cjwJFA3g`Yo;-Yhd~kMjaMg;+Cm((D
zs~`UHCm(<7FTV9%UH3ox^dJA_*Z=w8!Gjm}2>$GWzp&2$?(4j6;-mN9|LErR2lwwj
zac#0&hawI#TigC2o5?e$&<Zr<%$aVUo^>%t8I-Z&jVWZ4xpZoO&z2BgpY=Tvi7Sy@
zV<*#Jxl<~e6LKBvYaE)&ZmY&8T&|ZY)krih2Cuk*6HFBtG$ql*)3q7pHIX7(a+<Gb
zm`-HY89`UMnA939D=lIN*~;a#g<7=T%5LFXv{E3xOd=Usp-$!tRL;EKDy&zj#1d9h
zhwm=?{`+5l__<4$U$5<!uU<W1H^W5j@8!4B;$R!e#D*V6h%wTaN=CN}O!&B|+HPUH
zn9Jn1c6ST)+BUd#c(9|IUPIT$=3F$k?7{8sS_H`XU8=)$P}t+9EwXPh?Yr3BE^Jwc
zJUy*3wp1%**v<Ox&fadJTu7kkYGtBiK9gG0Xc6C-&%~D#5zzx<nncEVEwbh`$0x_;
z7U%-Y^e<&o$gR1V5fx_&|FwPzU2%ltCexXSDI(YIQjIGBKxkE6*Y<CIXk&feQMtIt
z7d6Uhf>)59pPd_z#aG3f$dS;O(g|4x(k)9Lu(!0VVq^w0h8WZ#Ms^Ih6aHaF1xG5m
zrnMDIhH+xpf{JaR(}<I*$`l!_uj8AV8!rW7U}}nK1cT7h*yx+zvF_*Rc!y?;a;}uh
z^yVzg=A9Gz!_~LbJtl`qG2vUkzc2XF2fGP{JSq!tKb@<m3nS(jMaB5?Z)~{y8$d<H
zgY=w?p}T#!Pr6@e+yBqreQ-y5-dBSE7JGL0?C#8X##ypRc0kTK$3iZk3YBvKRmiac
zG&(1;sb-U6QxqjiRIq}NE!h%fS#p@sj>CA*?wOCXzX$pl%@z*T0jTiS`@YY8?!Ete
z`+K`cY2qm~1ICp8i3^@KoaI}`gVZ=Z%|vWm3%Ov)2F?Vt8z~(&n5G>&_|GSYd;4f`
zQzHZO6JvA64@D@Lpd40-$geJ#6k1qB>3B|9#E&?mF)K5Z17tlYD-~Y_Cxv>6@WK>{
zpCZ-iurX|aO7nZM`SeiKlP^dPE5#M$i|d9#j#1s!7s6U+{N*tI2YR7U&P)u*f0ISP
zGetg2B@@A|KQ-Oi+6*xW)t?;hnHuf$oAACwibX_-C}j7KeGqJCCmLr6vBTwMN`cIT
z6I(Ib=U5Dy423BsHPi&F)!1k{zNRmdRtNt8V8}}!103u5JiT|$l13<`1EZ2?m*4?Y
zxK2;e3bZ*=ti_qxN!%%Tp?lF!v*^Re0;lE|q7xG{g<R3*N*y);X}l(#$`b30rkJwL
zBvrl#LP}f)ySu7HouA}N6fOAI*4#)BqzS^DUKm(tl-67JssJjEGCU+M68bgv;RPUQ
z!mO>Nx!x}9A9!Xn!rbS1Z79v{nlO<6)!5uQGKK+82-(7$VGRSr#w#}!p$0C^A&K1&
zheI*Yh^9-Q2oK~uz{!}wxNkUObZn4R?33)JANCC~T^R62);U7MgTcu!u*-gf34dy4
z9#v(8HB5qM6NVE7`cKVjGMa>oD8H^D8s)XGyxDa9I{neHy>YV<?L=7Y=<E>Z6_n)h
zaZifS62nF^M3URsz>s5OGBQj=_I84LHY%<}=0oKOGczM&(>S!7H;gd8b^ZGFG2-&V
z0zup1k$*Nb#>ohiBXo_I2!0vp?d)l7Y;;a`wl=W}FxxlYc+-|aperU6%cl$AgZJO7
zmddJ9?p{7TJGp&wbZW@)$pcd3^Ml=6{_>-*edD7KzWL<QdtZO`>GwbT;otx2AH?1N
z+rR#Q&!0bkZI|FL-uP>K1a^0KT_9im>epU<^v(PC-hTAp`8!XZ)9Ckik5h@v#rbV^
z3~LMfL~oB34KF1raV`|m%uLV;H_L2G`4aOz1QD|3ixeo?n-Mb2>}&<L+uB4exmO~<
z%GE-7BbP|6WpgQf&Nh;W4!61@0*p79D<4paC!_AfR7m^KFbx$3u~{}EXs!^TTF3%y
zI@8wE>2yxPP?&}EybMUZV7B2}q-mE22lYxN#EY4)#N-%fk|$u<{XhSY|FxyHVRNf|
z>*Dx#l$2*IS0#-RMHl(C^arUg)ZTb@x~)`be>e1BSE|J@K3U<tFR|a(>%_<EcCd;i
zO*j^dA@~dQIy|hMpYI!)%oof6=J)o>^{ry5nloaM&BwO3i#xmddw2JE_?1gm80;&2
zb!(d&SyHN`PXNr9BnrG4oR&^4rZX#vbc{PLm@2M>MOlj$`rdAS^(L&8c|7cseETau
zj0U2K`Nb&`jZ_Ls8VKw+L4RDBma7zk!cwcuJ3PM#&qQ)f_oYEGpbkh2d0(qbG9gyu
zEAvVoC0))((y6$iOS)t}pM=~*Sgb~;Q_1;i1=lzS&nkurI4UxkW%^=+D;510l#<p(
zc5J-ymaTT*fC{+@>PSax3tEXtVYOOcU%Q&kpH~2=5C|qj@feoJjM=SQA5klQ0(%g=
z<~;Mklhn`r&!>Zb)2zbMkNaZ0w-Z+?XmJGwU<|Ag0K>G*la7+1C;GFWwN_e^v4;Hf
z>`l_WV0CKR;Gi+U5Y6h*5KRp5lS92LGh=cXC|hRUBpva%OS$hSkM?ycmK0tw+Se%&
ziSi`z6wSizgoA=onA%Mqs3({j?}s9(hsGG?bg}&#^uv*vG4z-I%l03OhVG%>j#e)T
zQD(&+4=Jz1h&5I*L|hOtBeP+W(VNoX!`L4HLlFLuP9DL2g|my@UJ{p_JekC_(ZSA+
z;7OYtQUtU-&zu<zvF9z#BsN+q3wM7{PaA6%HMg_VIh2mY=Xlmc%=Yy!Oiav?7eg1Q
z{Hp=1R~B3Cvl$*hi$bkI_Z(870J_pMhX~K(W0P!1ObCz<S?ww<0bkMwn!_Q%aJ4XJ
z=LI?8#!+7UQyvy-U0s#dkf4|84>DQFEk8NII+ey!Dom98fcz@vX@yz5s#yxADMSx_
zY<70Oug}R~{$Z|523127kT@E!@SyvJO(MiEc3u|8*iaV=6s$6B%FBjWWv>eC9EZJ^
zJ39jc&5+qZXnAiogh?rT;v>3lTyGkmz%0-7^bDFe#o)2E3;U8hA?%+RZOQ=VGZg9G
z1rhq(T`w*ru6CL^?iXm5IDtkB(GX+aS!8q!v$v?V(Vq+%NmFHIW5o9$wiRS>0;R)?
z^)jnCHi^ono;&bJ+A&RzZ~fU<+JK*)-nNb&HA9SN_Bft}C`r?I5fQ3+)w+1Pj3)NG
z?u4@p+_>>3Szpp?Z~v7X>C+;HI~&JUuXZ-cu4rir^%GrP6H}8R{{ml*{+65;tX~eH
z??rTV2o%%#*e6`9!^~rg959UZwYR>^KIh6r3F^0U&3^RJt8%H#U4Q@HlRLK`o*drN
zApGRfJC>E>qYK;ocb>lZ*2mv{|HZ41zV^vq{^X~>`sHta@i)KzfByY{K6~~>+UjeI
zL0;cCetLZR_~F|xUw-uQH@=M}c9}f5{a|Zj=k~?D)OzOh_*S)CvN1HdBasHbY{x2#
zPXJIAq*+@k=J?Dj^;)f}gmFc7!RqgjRk2*a#$&xqQrn?xhcq?4Sr?jEN#__bge%6x
ziIo7PvexWOv0RDkA6#D!G5G7shGOYV0&j-fl7uLQHJ3}7@?*ufyUgc>z=vHidp|^x
z&BWzM6bfb@CsZ2MYDLLc2L~oF^YyKAE+p-zOk#58{FmSR4=rs?p5o|q|M+BYZ@;#8
zP~Y9(faYkGnjD3RZSQQTcih=7-M@2i`%J-P>G*JGce@IDiSydstAJJ8TZP^2%2vIY
zN-YaB+ubhjY?WBk^9A9k>-z^A7&HGpIg?zmd+*-q-oDY!+}Zio-Mjmsm)!eQa)D7U
zmx+=fJ@xwPWI4Z*%|uN*Zf&N*`=<V_MzRGF|Lcy1(J%~#WkOuMF(olda1^NmLAWfN
zVjWi|^l=nYip*a5vY6u}_bddBFPkPGica7y;rpGUD4@1<a(XD{9uF>W!2#4G00nW0
zt*$L+vX;f5->t?LR$_+e4Pi|ZbLZwpvgyT2VGWy?PDHhxqnP02(nhIJDdo#%9t&cO
zkRisU05A)5cTX>F3D?1|D<jfEfFEK1^$mCu!Ah_JLI%U-4O;byi2=+k&YP?c<wp}E
zZEaUOdVxj5{p>mf6tGBo#=`u}u&9LLemN32u0V4zQ>ne4BZ4?pCm0lmLd2zVoKfl(
z?Pzs*1}f7&W7^O{Yy}$`9R>54-S9%VFPUKD16_RZR|)y7Gb7zCjq3Npiq+aU(%+#B
zNO$&NcgL{gE>%7b>(n&4)5n9zGHoE%o)GLc1aG-e(-2r1a8$LzDKrH&sXdBJp^-6l
z;!?XO2E@r~&>n%7dCDZTLu8Up8Iq{7{hgiIEn6M>DI|!}85tc0WxQoai3-UqwG>&5
zEk!fy36p(bftg0SCh`N!WBSqw&X5DX@_lg+$d8pFMzAFagM$=XX9?=W0W(Kq%+r7k
zoD_20hC|AFDEre`z$2u-TnzgV6{_7U_gIiEQi?nW#F_+QcMpY|K9bJ%zOD{47QmPY
zT=xWq1VcE1d!_wR(uPI;&aW_eM^~q&BdJV*-^q{;u@92Lz>SPfD_}I}gDCSo9G_Sw
zeTe+>(zk|3#v+vV#gH)n#+Sd`+T1#6MsE!B(=$E208UHIQqGPYRqluj<L&pIZbx7k
z|Ek1SuY?Tjol^K*W<Up7-K2?+%pc8okoFL1{a{caQ~Ai)y9`@|fel6}F9nOIpIb(>
zRMp`7VzJ}r8#L|P=VQVJ0fBa`n5f?Vq4DYE-T|_>i=qn?#p{``)EL!GhU1#0ym~bV
zI$s3JWIBiV>K`2QsA5x{)9$xoA^z--|AZ+~B{#1eZJ8E{9QL!YKhYB0RXZSSg|=wh
z%X?3O3<>+aO0*f)+Vzvo%my`C_k>GEYK{4qmKM!l4c)dzogH*mpL^Jc;T7kWOpPd=
z@M(wC{q}Y)%vLquEzOLAJey2kJe!7zotCo0(0;C5fcEa)dlF6#4@r-Y&rk229NoD*
ze<1h%-rdLMxo(}_zJHgq<)aT?e&oM@@#CNV?dQM#{BM5!@Bj8cpFVy1`mVuWyz|%f
z2%O(Kw>NqD{>LAG^4&)d-<6E_@ZPgZY5U#hFAoI1SL>-nDl#)~pNEY$*ytu^rXKyJ
z#8{u&*4B>tuFVbk5h}CSwf-Tsc*V6e+6_lnWC%(4o>*C40G51(#EEitcx*tBJEF{Y
zUNr$_)>Fwa1({-;$hjrCPl5#Q&zVv+<fX<!TQ|Cf2@36kgkiatO@l%aABu9wWz!p*
zC4dBng^bcqO(7{3(`uhpB^u>p{aRU={{7$k4{hyj5ZY#~d~tDfd3khvyv1XW#e%Gg
zMeRkIO$kZaxR{{xvz>dF$Evi2+n*fqucdc(OTM90jPYw7?rqd-#p;GPn*hVIIm+o;
zGPOjYG=q8X!3Dn=$NtGl{qka8K_qGN{PzCde)aeS<G1FaHaF9(Um__gni&(3<l2<J
z$Z{!R$Usn7CPOsT9m)2V<ZK@t=;9uSQj9v{slY0mTu_)4C`@%VDvpvV37^q19~qjP
z9TZ&eD3N{CJ*DDdu#taDAd}V?(1pQ9UWBkKvIHH;lEF+3mLLy}JeX{={k8m#O%BEq
zOG@?<NVC~dYg#6a6r=C;h6>J%8}+2e*QLI>wNa=POi%b6qiazg7BLUJaR29NY3C2=
z>AG>_x|NHkr7zsEnM^E;F-xIswDnp(7+MS-qaF434h&fWN5VguYv*+V*+`Ee^J!$r
zI3`=Z=>v!qm=Q+7BZai;7d1b`rrZIj8@sUb3*tZwtcaV6gziJ8YyzvqxgeP>Vf;c6
zJi*AyOZH*`@?fSBrzENNchUGP)ol&eiDbgHU@Xjps8s=^UCoV5=|;TPmKNhi9YW3Y
zNU*^T^crE46H4YHDy4HJkBs~gh6ni2>`X1JE&^;a4|Hd9kV*0CAL?%DZEq%7>hQwG
z!7$e1$>F}4;oc~cNF>7eXcTOo4zrv?f=SubZGk36jjp&BLNv)dht~{w?#k##xrHre
zac<)Sz4{Ei3%rDN5<ABOrpU>-VgR0tbHeBG6)=*^89SvfQWJL=Ib2-iiV8yxLx%Fk
z1a<J+$@nsl$*v|z7b*i(!T{$;@VX0OCaXFE)KwHBKN}ZWPiL#g1zL%Hc1lM2q~jtN
zDV|O_pE4cLtlZf6v`C43E^jsv99veN7@1=}V0LiN31npO>QgMa8Ql}2=KH8-=rYzX
zgMRvk-u%*+P<duFCPhIktm2EDy}XIxO<k34ur@Ll5;aM3ZEa0dP#_i~=M$%a;`0>%
zIjZaqlhfnmZ>Om94dw;Pg6nEjzk$Q<_rprAaYKIj?xB$hThdUQIJe-%_w@DhyMk0;
zj#T)*tCH(txs1yK7wtc=*3O68{@&inF@>PCxi>c-MF#p#(J3%IC0!~D;tnDm=yw&*
zGFmwwNP&VWZoKivKu;gu&q+$;CB9Q3yE-&+kA~66);8WPZIXVF_rAM#pt-%%<M#Em
z8%Y?EpgS>1k`x(a+r#b2PmjIh`3yOEx+Ae+aJx?`5lRgL44jETle}W!`he+6x@D(q
zu<nlLCPOQDFu=^Yz<%jFCBeY<2H`h1>g96n{NnN1*~9Z&4=!#o5<leud-n9jqet%`
z#Q2KeefIL*ciw;T)mPBhumAS%fBEy@{OdpezYp(z;rn`BA;@d|zVF_-`|R;MAASAX
zU;oDU-hKDgy*tnDTs*qG{nX}VdsER)Wqmy>v58~CX3&hgcx(elmXh^EMn7z=zPGzo
z+uE#@%2hWmUR|D|>ITVi6LzwnM!ZXcLG_znBotz_#5d+kX$h=s_Qi63celQOsLOjR
zor_mC3R^qdvGp`Bi_ETMI;nODDw1Cf>p@LI-4OxmvjHmYLd8;ErK8a#zhU<xfhCeL
zK@%%$l3f$UQdU(^MgVEbZ4VtW`Q<PDktw^HRE%0#MA)s<om;2%lKlB%yj)3pyKMeC
zJxax3RRh58+&+4EUtDvkS~3DD#e&~H52}^R+-@evSBqucC}O^<a$k3Lq>D3;<%EXS
z>*a?J@4WxPi${+yPmV?JYgVcp9q*i+?m}M&2NlvJQ<+L(wA=1>UeZ@G9#JQrp*AL#
z>ouBbFs%_!g=iH@X@2L~*>PIlteArlAWCdeaD0G3%Zn4r22p?bsO2TAC;F&)U0DFo
zurwP5%tEl(JU3Pteq0n2K`B{eeP6(nX)*>`*H`p3nRg2z75au)splh0Y)la_j4Ot{
zZ8;WSNG6wMnyD8sPbv|2LHXkfBh4t6d9_v{K00<x%Q3MUkr^Dt!qQ4QUvke!wp_dR
zR`Bok_rhHUGlwOKP2zt-H%(VdBN7H1h6ID{!y?3<1m2he8y;-9agEGjcaD8PqB8Ti
z<%69<31nJ<-z<oTpwSUbi@rSUPLDMZLZg-~g^1NYEC;R$AXt}5D$gjkjJ5mS(wxbp
z!eVNn1x8^qBGXWx8ldSZBn+(8+4$BQCiKui_$VR}mz2!4UMu*d2})d>Hk`Q;{KM!d
z!x)?pVy0-HV`Kc-R4`PrgNVccH64USGnf$uuyGbSj6p>3CTfhEyHBiv7w@xR%o`2y
zT+<_yL+zuzt^D&;Oy7kJ1NlG;wl9;FlvvMY%)uAO7sH$q0}KD0XqB-El$5Y~vzb>5
zXg_}!qZd<<VNHf}GYjyc;}b?HR~Gb8*v|lT0dY;ws-Kp3G2GwjNr5pLQLK1^(FZ!)
zX2*wnJ3Bn4r~+x9K1xzlbZ)k{qp_vwI&>$9-hbJyy4qX7FODg^5V#dE%*Yskfu-RJ
zGgL?f1W;FFiCHwu<g6AXQn!yXeBan4vW~$IO2%;dAXHkIwMKpW1dZ0=vKaH3tuSnF
ze)&sCLb0C!Rdi+5=!g$9_^%|6c{o+w3(L+Ndja5$gPqPOG?*#f<%217Lo;G6<CF=?
zw4)835g$ki$_M;S9r~rch(Vn}i&|}NW1zpcx$&kh+U>2X>S?7OUbEExbg}Z@hhMMn
z9j&aTeUiL$eD1ujA>(*y&XEVLz|W06MUd-WL~}#)KtF!W`6Z>c-%i$WAqRcPuRvGM
zEpWj(Ejjk7z+Oq?&FhALZ(hGi`nwthW<O{bHQ(0e|LtDF03u-!2RJbiVd!dYS7YC7
z*2Z08d}^9X8d*T8xg5c>&funpp8C3)TN+$lEv-$iQpYwS*4dpBj+WOlG$0C?-;dhp
zTIg<r+lP9LN;WoP*)V5(1?s#Vb95zTnH{joS&}JS-g$a{_CV0Y?UTy~cSw+rpFDm6
zgT3?gy}K8W-g*4u`Lp*w`r0@D{ChwC)#tzY{O7;<?SK0p=jUIft-i)6<h6Y3r>Bu8
zPl)nQKl$eOU%mR)b7e!9Pi~(*eD?I^$x-M<E#&2X=FN;F{!PT#CfhRee6YU?m%a)_
z0HZ)$zl@)r991esY!wv55P`SWH-s_stss+YAH~5b8|7z}TwT!0ove!0s*3Fr$66xu
zsq8Tum`X46jqe`rBr-a(<%KOJIEa=O<pq_?m1HWx%dzNb#Y-lXcdr%r<+J>^?zSOv
zp<dshY^+4*%9RwDR4k=&YvpPlCK2Ocs*y|iPyXZ&+;VnyH&0LZfThC&JJB*Jklkyu
zmft_z+}e?O9hYa7NpaCE6BdQF`f=QsWC`&Rd%M0lD{<lq9Tik7^1T;wNtp~G9BjA3
z17_9|c-!8tJa};X?dOl)e&^xYg-D7$39hOVkwx2EIVz{pBC%k_QgUlc8HlpGAVlUe
z((h-$Eo^}qOr_+TpxtJ{9|cgz^3wHVaY0gn93X?FR$QE*FrFyT%OYPcua69O;j%yx
zAd8$5Uo%54!*dL9wf#pxIjVk7<S|vQ^D!9IXC@q5a-`UQ5-=8ul`aXJENjRa0W=nu
zXXI6wAQTt28k_eX<EwMnxp-owe|T_nJ4ASF5>0dI)%cn$`ZwQvv$b7dIP{GW3Q1o)
zU04@6U}pE-&|6y?<d5lN29QP-*r_FA2p=Eq?&)MsGR77Pg_|1Qu)OwlH#go0&7oAN
z6;lQ=0uW)zkB8Ygp%%v6Lel%ZmThvRg`14n*WEf7!qDU-Ojs!pIc#jBdIrTrjP}8A
z<^;o_hcN-GDwpC+2*-eOh(<;UV3D?)*I^h%-cVM5cjs__zld)<l{^fH&MWc4IJfl)
z8p)Fi1~On&yd9dTRz`6F@CL^Z4hJORGBQ@l7Btk`DQgSQ3+jlzUx`eF>Y|W+N^YHw
z@;$3LToMP;Gcm#sHpixq;uD6ZlTq9mj2iMD0E9t_yHRL?0=1wuJu=S_4{>Ek;2{J|
zas`&dLali`$X-lGAP1lM)EI4g*1uRTS^5*=D&i^<;t+!%3i|0%WCB4am>#Vcw{H<E
zIyH&enDNhp{pLk+lqO6asF{EsMgk-=%gHk~J&P>?b{tPH6$j-_gPoq&k{(!{DNd?>
zkLLxmpi>V)4e!R036(@cLG+yDg90O2rxZBOPMdx-)M>ESTny`(ccvy$QKPrxWjHL7
z-Vv;v^xzFa&`{*el&75ueoACoG=^kD8v~8X2Na^wB^^XfpfbvQJe*FLC8n}kZQFIB
zH^OmfZn}wJ#Is?FD7=DlowX)~eSkhnv#RLvd|L1JP$rk%s8?^@x!65AtM8ud9bar8
zoDL7^T!gjQ=}ge1;S<RlrVg&)->gewVp6~ZZJjeelq@<aW@e3l&ca}hRWRO1S0Q(b
zC+?I^+N`+i+8Zscjm=H^Alg{hS`;C5wg>N?^!c_HCa&H-T(L34HU{0M#wM4WVNB0y
z6hRfYw~SNs%$#F>GdUem4{30*rTOMt*S^x!+@Qe=&9}z!IlnX=?gv!fkj<*Th+52f
z?-Ced<1`7-X||);D5wi|%1JUeZ@&clJ4z)oLa};z@$l~L2S<Cyw+?UJIlq5)djH<t
zXLm23Jbw86@%?9SKmIEE>uc|Q{DbfO=<h!N&ENd&@BZt5{kMbTi`Q}m{^Cu)zDFRR
z&%b>6>dE7`Kl$Xl&)*J&@T2>0Kf3?y!QDq+ef~0=t!z}cWpOFErggbX*q>VIu=;L@
z?qd>%@LdldKNR;Q^e2U5GCdSFiCSS({5C`%M1bw<sO|sa@_H)7)K?{=?rhd;m10he
zd`XqF`9U*)nXEF$m;u8~A!~mseWFwiAz*H`jAHV>GHF$K_NU~W1tXB!w<}e+ti-yX
zOvWnZoPjx^Rf+Y5tRBetimdys9fqqCab|L?Z)I`%KmVuy$i+~p<d2TFM1J}2_O>Kd
zu6rpH+5Lm+>8)){lpuOzeT*uZ?6SU|QaQD~E%GZ1a-5!QZ|V}tt?lhqkz>#o_DQ5A
z6eNZMpC;F<Sc+GwY5d9Q>F)W(@x2GPFD_5-KTvOUD=<`IEA~nN*wKC^6<?^76ZkZS
zF%N>ODwP4$kox7h3dLk)v$QUVF^=9DO=sh6tv5L>5Q)^2D__>EkZ(~>o(qDQnI7`O
z7UgVCAVvn3<`voKBUp|unAQ&sK@<lje1hT#Q*R`6J_6BLFNqU40bdZW{7e63!X`4N
zgMiCV99dVh92Zt;#FB!%EE`_bZ7yT*-z*oq_x#!IvyJ-3a&*Z@T&-_n599(hH#OQ{
zPfpLYwfC5gM`SStshlRUaZ54N6IL)_KszH!7)+a<Fyz?L(Yhk^Ai3Vu)Zp*s((@{H
zcD3>z8hTT)<g>PVpo*^I5a=^X!$muUY;!B7wefc#YD%s4%B(s7EQm3Cj%cy}%x1uh
z&M8v3_l{I4l?sJI)&aEU+FUF_q6#9p&G@`-UT54w0T>kY>a6vUm@N84AQG3->11$}
zsf?T$VJX!6gX0LHN7Iw+(;kOfh?qmNfs1%8Ly=bl1YM#hlCh|~1!Ag?Q9XBLLhCe(
zzNy9`j!H}$gfrUTWv&695({SJ6AEO)_8?)ZFQRY|9OxA}VR3go=t;C(4)=B;EOmB!
zck&+q7!zv(Lmd!jj8~M+=B1W8QKYsqk4aHL1^R5c`;mzFG;D~UnG@DAHRg;&j)H1t
zL%l05b!3PMR8}!l10w_7py|kf67aG9t}c8RoM*zNTHz=!${`VJrH}&4Nx=lwKoKwo
z^CHw#K>pCM+X&xWFq$D+af#BYk}{Q-V`6QT3_65i4no!h?ujQ#Ip*S=vyh*GU#d{t
zz`dI{@B+zU$~>=KYf!vn)8c7BF3(x1luY8N-Lg+KZ~;1bFOHs3K?l+l1rTLZz|c<Q
zmdzzW!d8)mPhV9>TT4Lr7^@z>{b^y(Mefp7@HGgaN+;b3K{|twAxC<1<B*tGuEydv
zBbhmw`I8{lNU)M|Uqrbz<lcLwAiwg&7NE0GD(`I9p%=Ro0NAM|uEJ=IR0@B?&Slup
zK#B2Q`&^H5{rdGc-*`iTmx}`3)Gyad^<u+~F*WV&&64ihTHCqbk;FP9OgOelIaW0~
z+za$BudVVLnzflR<UBUn*Egt-TjB&$nduege_5>vEyAU!v9*<$5tGT$37RjkZF@F3
zJUS}JwWHey9eUG!b9=K3O0Yf^Q_@+)P>{{V97p9s7-BC}F3um^I=MX9Il4H#ytsAm
z*2!HnkI)zT>)!2$Z$Ezi@~a<y`10ew_~Bpu>hr(<<uCr>pZ@V*4o@#%-(~oVcm7%)
z0g~CPS06ur{^GrtA3u8d+;w4NBB1!*#a)#{`FweI=TJHC%#6LNp==@Q)@2^!85#G?
zs@6iGTgN9yI0WmCy9#d1-A1Rb@*u7tMx&566(M8EfLxvrUWzCw4Xh#yx>rj#O{dou
zmZq7nSku|#WrC%%iKu+S^%c)a?6f~;&@tL&a>^~8xoa)9l+HjYY225+VX2rCTu|TM
zfDC<md<`>`sBdYGEAH*pH#SXeGTscW$Cm!&4}agCZD(&oII1B;UM%K(dHBD}oZsJ<
zBaz;&XC!^;_ZFlN%<wVcyUx#dOf@PJI@mYunA<<tWEc}DQ7FVWH*-QNq;wM;1=Pc7
z-U!1#oP*8^Jlomv!QuAl+2Q6!xmduGm3DSyVn}?=PLB1|^%j*Az+QaKY88=3QN(4%
zA|^PIgn16S-8vvTHpU*mGBDUJF#-4Gwr`nW&|0)0OpjZbD1iEt)0tH{4e-g*{FJIh
zOpeJoI-cLhV@t#kiez`+Kv&<O6%G8b<{BF$L8=F`O=h^OZ|j>|gF#H;#n+b9?Ts4V
zXC#^#&1K`io1mPY!BI?mzdjavpHI2IwP76>2BK83Sfw@&eCdz>ps}$b1Pt}^$q%<Q
zHD5(+jWTe{B|}yD;u16+M);GbCJq9$pbydvujXZ;#9*5ztYM`L2(X!0zOhm&skwo?
zD!Bmyy?K%#QkMJh`-xFAe>64ut|P;}*tu1au;32Q(t?kJ*?ww%7TpnX+ORx1lH5~h
zRe(l6!>Wc$;ic9mwSA@wP40W_?)CvOqyzn^0KO@BjP6dbqdh@elpWC!%V-f}hERpr
zDCg+xlyHfOp}_=mr07xpCwL_cJdPsDIO_38-R-SX#TIAA{bcA*pZBhVUkYe)UE%Ho
zrD|{VUeI^Qt1wN$-_zYe;$b_Iwr9-~aV~Y7E1L=_f7NqARbCy5)@v|C0NBW`a9GIH
za*k0ev@k4@X~g8ZLe-SmUX&X#TRgs$D&wC>Nctxy8-7d-1;-rs8IsIDQMj4&bpfD3
z1c-@ar9627$_a)-wCQ*v9-6K7M^oq=AKL`c5D1?DdI7{0#EyUt6S<g@CBH#e;fNq2
zZwdgD+m=`phVR3nr!NWA3*9$Hbk?FqoHqewDa-lldLqXa2Gb(#c+SOrK_e{Tef>ko
zEAxYa`I??F#ON96=-`clQ=Dh$Ko?0bcWYq*aAaZw^YAv3QUF{xG}Nn)Pl6~nyVDg2
z*U~`AHA-s^l+DoRZY+iM-Q)W|B>>Fx4DIAXcR&0a!`0-hDU~^CsgzB_1w2us0|P9p
z&N#6Q_8d+;mmbmyJ?Pd7B-w^Yfwt4=9~^b|A+-Xv$X{uCLf*)-PRX7d*RQk6H#gnr
z=wR0BYisQy%8P-ZJDS|=>JU&S_p6`&IKO06W>pS-M@KUeVR>~`kTEjZw|X2{mIDA_
z>*{O=|L|r&cL&=gU9+_rUAM9rodT*T<Ay~12D)Y+3!xMAXfkBC(}_#L07rXAr{l+C
z7d~7?x^t1O`nI6|JC~17k1zMPk4_HG{pR-By|*8~d++vxhxgxp^61^SAHR6}$$QY(
z&;IK3U;phte*W{n|L?#3_lt`!d|$661bL0$^xodyx4-?}ci#ExJI_D7fA8sodyk(!
zdiUhu?DX(_fA>(F!{Om^u~_B!f}rRfG!a`r5KBdw0c~U#-+ZmUWsSBk;v&Y9x%Z<W
z=mmO!Y_QGQQL<v|YfLQ*%d4~VOAJCN9X{=1C4Z%_r3h^swLC23+cY3rTPRFm*j03A
z0uy4tj{Gv6XKxI|VM|ah)^4G!DtVd5xU3CShBD}d8Tq1xJZt_OXtuMnA$lTTNHW4m
z6aAw<{4X}`w=WMaFZT|Q^h?H-XqU=~LSe1Ck=or=DpW4zSJTObbYjU@Jif3V6GR`+
zFoTuWA*+Lfs({whlX^u|KKvy%zg9$}l}l3i4Q2+9+5SO|B!?^GAIs-c2(deN4(nUR
z^*9f<<c&B0CTK$2H5tTAr3p>XmCHu8`G~45mYCKT^0~O|GInI`OS;9yR;;aS${UfV
z8N?^z1lP!D-{kaQ5R_)dSJ&p$1z`Wgu5t;nx45<PVsPV!B-JSt6L=x1Xa*_{YTb00
zxg%*wrI4nC0i#9A_$tzK^TZxx54Uk|$V3_&#wtN#7#QR2c&E@jJwCX;wwTk0zG#$k
znl@VBse#;lUl<9@LUU7tPL|P$X*X;VB7vyW+`96(5j%8UC*5Q=ut&$S#hUe7wl-7{
zx^t#S1v@r2HZ`|&SXepyS)M=yAROSdn4os}*zp1!`;;jp1E-7`!=CPT;1D7b;6FO7
z^?1n9K;x*aGcyX15ZJsC-H~<#i7-YNAr#60!=6cwiV9x>LL_=kP0G;3(Wzoo7AXRP
zft@9+r@a;WqTLyb^BN4~8&7lq)jP^mcf7z)^9<H6cn1AMxszNvH_LBtf^1N=BX$e(
zhVJ3}S`u*|!nXRQ+*_V$%5pz^F7`NbIZZxd!z7V2&&#R}BLgY}+L}Q)2MDnPvB0Ro
zJ~s+DO>&N{EO@#_&Pu&Wv?}-<JTv%dU;qeDudfR{#-b*}uQXvFD3RQ<S)<oO;$Wmo
zXhq4;6W#+GGt7Snbg#MIlm$lS#g8H1c<@kOA~1khx*|>wvO;s>*jU$$c7m(cZd$Ve
z3ImMui_837FcuKx(j}RD3T00rXbWwk62Jjpj84z`AVNHdCuJ)w6-(perXUjraCnM9
zxLmGyvVXL`yt=-Ygw2pwK8SE6kVRt?4NX$8jGPRB(<zZCRL=299ae%~-5=~PLeuC7
zWE(M~p)QCCo^nkGH?`+M+(wwh>;jBnc#&LUE--HZJnLv};>!cld@imykyhQk{dhfd
z0dw;lYbGbhoznbx=pXqT173}}&a3A_BpQ*VM`KgbZJdgOL%jm@=(ln?9JluNHnx9H
z6l`&$`~b_;#y%;j%?%9lY-U7g1D7xy;N(Zt(>GjyqqW(@VdwQ54XCgdLx^o1*RS6o
zl|oXS@m>|{m#Ynd3Q{spnuqE$XKbc;ZmL^cS6hqdJV7q4u1~UUOOu@!=NP)o9>+!D
zvz9bGF*X&Mf+L;d<Go$IW|VtizOF6^(YyAVJ(qA-!>6!6a?gZ<Pj_c~Z-4*z*2x{9
z>*(P81oS$;3wOQu{Db?q??1Tn^yODSV*2v+;`s+Z`0kH>^~-<!+t2^;U;giZy?_7l
zYrGDB@z!6*Be1<)|Ms`P^X%EX&z`-wcjwXN`8^%<wkpR5w|BM<HGNb{Y);#54Q{jG
zm+c`dt6Q9;o;3h#bv-BW)cj$5rI=69wu0l8<#mO5iBBh<kY*5_S9Zt@hMPuwiK$8F
zvJ6jqhX)w2&3Zu`{bsGW8e7U2lNN42W2})opXFW@SjYha8)8v=U~%`;)1y$Bd$I;!
zwh-fceAfmik!E}QTL>;Uw@hkHXHd18<yuGX?d;Z=%`_0(2mkRO{UP37yU^|1d&egN
z>p?Gz(cH#HiofglxORB3p{P;vgE$D(mH-N-eV8JoIwZ_9R<^cFd%-7`6C1m=Q!Q8W
zvGrw6`y3zC`r^iBV6=1$`H^ZRwNc5|tND#eT7E^2sLH+NZKc+#B_XSY#ktY7=(Hh6
z{M*vXG~xB|U=wEJTQl&ONJbsntzCYystE#91{@hA98?!lh}#Y2)z{y#6rEXGu>cK3
zM9xo+fKm{bmEZnUxd56WGSA*TuBw~cTqltNBbAYI=7AhYmAE5ZE0Hihkb`nDA%$Z8
z<kYn5mZfrL60R5^P@;@*Xq-as%LGdA9an+xVb}L)tE+Pq-ktp|^~TZ%b`SSuP!QHy
z*>p$M)pgx?>(7EhHzhQ(pQkH;rAX*{cD6A7r4#FItv2AA6u8QVaVB(CvyBWwN)~8<
zA$MYOjMh!K#DSFyd9kcyN=z*6%LfYKTevB7>4fQ621O`hs;|3UdJ#ufWO5{zj+F{&
z=)yUpQ5`%*N;p%gZvhszHc{h3htAM|xkb{OmE9&EK9Q9YV%(9pks0~IYP(74$dzU5
z`(W_HAhqaIh&5~vNsiBn!(5$!ibfENP)~ykQs3B!tW?_wgMot1gnvf)<Hv@uG4d#s
z7?5NMvSKl0Sjle^hh?9G`{2TYbLe_-l#WHki$pY^f#sgW>9g~sCJo~&$cGsbEW+WX
zmDV<Dit87pQ$?nOe|mHzmxw`40!L&b!`Uw5a9yn|T1JsP-l9T6Sj~hTTm)QDHp53f
zJ%!@nVe^h0RyyhEaIa`J)_oPtKpjv@uwwWLlZLcS>@yq^iBQNuME(T7@IzO~c{aMX
zYABIw)Px17;}WKM!a=|t`o!?24l?SMpnEL@k$Hj2LS|wdSsNQQw7SjU_|T}SO0SLA
z9s5L0Ep61y9`+3kclY$a`No&8g2iBNcGJj}9gay%#4g%umTIl|%)WrpN^D06v4vb!
z?+o^HE`>u9>S_Io_HZX?=#l#$ykV+#f^9Ke0!wC6qG8B!A?j;hx<9V~VSXV@KKAvE
zdcov4ZYyQiu2Wo`Gme5u)iilwrvUyN`0eQGLEZY2$>l*hI$FKk@iCaq)e|8dqO-VL
z;ln`OfqgSmZ@uvqR{y5P8zOTxKQ^jdy!KW{dsCp7`-XVFTvILq`?4_Ef{hf>-`#DD
zQCylmj$Kb%YZL3`)XZd;sQ+<lB8IJlba<sXO3rV)e*Gpf+X<ME__G)d8#p$)A<YhU
zV1rOMo1YB2mKHUWI=jKKE-4)Lgve1x8_j7)zO}V`bbNks@nC2Bv|c~Fb#nXm+2y;>
z-h2A+oy)VkkM5~>d{^%MyKlb~`Nehr^S}PpKm7W)zy9TKE-t=k*?t`n$m{%`4-R&J
z@PqHaeEGqvuYLWUr_aw%&K}=?YD(qs;Bs&G76Vo(UremUvC!@UZjod^w^sK_`r_j9
zYAOYDfC?FoEN+zFd57$Q_@jvecDc(dIs})LT;ujbInLY+aFxvDxZ5}Do1t1UpWLcf
zkvyqPTs9X5#z2sWd%YxfqZR|GNtC_EOlGJK8R1vdAr5KNLl&xdY=w_KvA%}*Vz9UA
zlnsf4;?WQUab+;W%vDOIELdVG{L?@E6I;Kdqn!s2E{;xicJ?;2Mi;Y7m5oHDV*D`9
zf#!?lDVL8MU@Vr_ciHmyH!xi+UP4(l275r!SXeJLK!RaQ#sE3w%L4duXt6?m&EetN
zs%rW!2URhqC-I=p3hglwWq?_&nkg67v#I5f^tH~zwwO#y>JT@P61FccL$Oh%nu{f(
z>3pVIujmNKW;s|E(f)$UEgMjfsD_2bsZ4g2E#t~mGY)w!N9Tk+d3oBg<B3)AXbZT9
z1&y3$*-Vh}N-^3DT)+0FLnLTT1Qrt+a#GfZN`W$WOEM<0fv1jrHe^uD^HWJ8@(9z*
zOEYjC%obe@{oNP>pl%Vmo0~8|U#b?}+lAkr-M%gE-krR;rO_^18tSz-z7)bI$QPXg
zi>$0O{5jS{vsJWcGzBOHI%=Xs_<%h_BWS&T7H5ivd?vuanq^#q#ae1;A6Ic#8>mlX
zvf4=Dz~hN1Vy)7zGz*_6*Mj!CV9XF%A#W-gj~NW481k(}p;lnVgRgPKMVG9U+)jL2
zG(OOQ!U&S7{Iu>t119TqZ70CIp#jki2rIJUKzBD=_?Rx^{ywDB>dGRWEYMK&LDUw8
zi*<_gdx}qT4xs|A`C>|24H34p9$zS#00$8vzLRl$+QLQ+?ruZ71wSQM98C+K7KuPd
zR~fBv+AxM<q#qK{%PjF&%KC^k5xFMtLEaQAm#~Nf6<L|Af_eVSutRXUPK<fY(7%3d
zWGf(KER`FI?ORBwX#uF+rOE@wpoQL)6Yn8K{IMPZfy6RI7QZ^eC8&)9{cr=H5_2Kt
z5kf<TV0eUZ$@rWcg$W6;++qDb0;m{rFmpp;^idit!8OsEt<#m-jyKA>hPi}`a80Na
zTQ#|z@pvkh$S@R2_QSC&z`y}%DOz5Nj*U%(xr>#R(_0tjs$GHAYBgbgVP>wYv!|)?
zCPJCZOY79+gyMKu$s3%`X0pZ!Sm(_bpzwpwT}IioL<_SUsukJ6Oa=_IY@r6-<)mNv
z#cv<7P`Z10`6Z}=D?I;3HHU}&N4{HhW){Ubmn&^1vgLRp?d}GtLF_&SZ^vg&HYFf?
z<qprl(1<{LaycomU;X!lt2M;UPD~mB==TClA0VLU>!{Seo<5o*n$DI)5|^KP>nmc-
z8lhIXb}%84klx+Va?{D<y(}!Om}v0VklxLPn@WMCyoQNr;}3|<MG-EYt`x6V5bcx^
z+26Sd1<e3zeXyEKwY{-Letom=kFLZF>KX}A;Hl_AKAPDIrILnMc>@4f2dAaAjbQ3@
z;1%@L;xxGGv{-I#?rh46WVt`O*s32Wc0ArcdGb)%&^s4r_aEI4joXjzJ$wH2#iyTq
z_LCp|)nEVgm;e0RfB);h{QT(X3*Xo4j6`0?_rABc^{sDx>(z(f`1(iRdiwC`#mU)&
zI}Z`Xd)p^_+lQKlHY!`8>lVMW<QD24Y^abO-Liy`62O(CVz|o@3)mjyeQ6RT64`+g
zx!gXNS0d)Q)dN9a!qyqP)orXLl3KgPJ4lZgx~_xP;J?%_O^5=+0Id)oy-bV{^||az
zg-!USInOi>BTX2}nKPNjcrR;xL)THl6NHW%+9L0cQXym)^u;$Nv0?w9zELaKvuf+*
zU2SZ-xxG_m#M<4jA0F=>97-%Jabaz3=M~4%2l>g_vq33;+}YLb$nM3yYanrDX9t;9
zVA`+OD;@+{m(HzA$-sblBmQ`BSg&taE1Oz&1M?Oht!%Vz0W##sB5pE?Wl~Y`3{#VR
zD=QQ9$Bk+lX4~G$Q68&hV+gq&1(XN15NDc+Z3xHE8NOACNnXvYBaWzq_MM<?sDkNl
zpPQSQfjT6zso{&xC)O8Z>r3Lfh!|$a;m>$N_Ni8vagcI+!ZsgsV#)93Kauc>9<ybp
zhh9b5Lth!CHo@01GGZcCgn@~~;NBkVTU{Doo*&19nSo2D4E_fXfAHYxg_{oF%wQ}!
zO287QKAWEeq2}fr_SO<ErK5+^xSnp+Cm<C4#p`Dq^g5awTT~x`1gzcgkC>>|wl-5$
zlo2=+V3RdJph>8^qpz=%fe0-?o+H)81*fX)>Fs94;U%Lps*}{KGSJuQWjp<F9#9!*
zl*=SgY8LlwI+jkxjl$8791!UU{t{2??MIPWhU~`1bofYCH?+v~0$eelhrvk{52V3=
zXcrJ$#p4NO<%86M7b=Q4^G63GfukD~M5bm49|m_>z2d5!$x$qBA!Z+z0e#1j2INTk
zqefFRitOt2O?b?6K|k~;Zf6-6K4F1WM*P4|-!GBXyd=38`QyJrExbr3Cu9}KSjcC%
z*fz?>P%3NDn0^Hj_fQ4KnQsT+Sel#9CX*aoTw%ugOfj>4*)jDGNSo@x;lxyYg+a+M
zf=X_?3Z)npRS`agfgz4Il{!!hA2_V&IWb*iY|bdc937m23uPxdioq;QTspwsGjqFe
z^$Bw~^XXIqe+VKngDLLT77Jj)Y=S#NNdBtV1AO^cm-3q0S8oLj#aVe|+?hIox!F0~
z;I4q1?Op76&PKsdF8IFeZiLjDZMbpWcgADuWLp^386soZ0UH`NeuCwL6~=7anBT(-
zo}3ZLY7#`g3iX_L>Tq&lq10HQnj1C0t8rKQsh@p@aL3~nAW7KvEsc%Oh4fV2-00I-
zBAzZtZWAyv&>OIm&5=lr&=NVU)^ph0BC^_(W3lpu0`DUH@978%Afi%ij8$uE3x>;u
z;P8UuUX^wRUu=_Vk0|Tc-}p*<b3<2qQz%$$YEbwX{{QB+#+x_f+RrZt4fZTfEuUsz
zYn%94U0R{=)1gMA0df7VJMVvThV=`p2GKF+`%dr6UpF+hU2klrMEb<s;OA-b;n>fc
zs<8D&c^U!WI>fw@Kvk|1W^s2AxDVOO1~rWg$PX!%Yg=0fd;6!Cx9^^voZUJ;yLED5
zj{eT&(_5$a9^Zfa;`H9dt^3cPz4z*aPd@wB_kZ!%zxwCj{*OQZ>?e25zVLm$jtJy+
ze$QK5o3CDd^!D2?KltFAm*;nH-@1MO^1<b;JA7aDO3mganXrLo;7YUSOkGV$6As*f
z-0#?XqpRc#DwKtHN$fU@1#tp5;x1*$fr2cQ!HOTHi-h(;8z<jG?_mfA668W;a|slL
zp|c{^B~6J~wvNZv<H!OE+e~C^VQD^_)8x1&D2x>!@fG9rMr;TM4^K2%-z-V#@%YT8
z2G6eY_B~*dmtJ@RXjH6ZxRL@OS(v_l?JMmaEqe!>0#VBwg`NG{@yX8C7A=dXivypq
zs3Az|{u1&^s8_X;=G`(oDd8%aTr3o$BI_lCarKj1x3;;(a{*}8%5V;|dbyMop?~Y_
z@JNx-!8TF#=(v{8<MS4AVhm;iU2~bWQo#_X3HMAfzn1Z^xs_63wOWp=uGTo2&#dJ$
z=)0AmKc-^lNj(eQQ`9_nZNNg~X8EbW{IT*SO#-U)?H1Ija>!Ju_reqxT{F|iMm1F`
znTmsr89-*IrUw@mZHNat+8YP^J6CjMFG3uH_$8B)8?}-+ES~~@5LN{1Xcm%{ZhTy9
zk(R)g$?-nikt7N@Cq#s;8KY1lWAVhrf!QnTffQXSRjOts+?TnB6dnN&H*YqumssVc
zZZYH=V02=D**FdB^o?t8Q9$HX8k01BC4#(vum{${HlWTRu7DotZX<}SskRo97M8|h
zqd8~@DQ9rQ0t(;-u0YuM5IUuQd}4$eNUQ7ZR0OQDyTLcW6)a@%0<nyc2O4qpBdlma
z_$sz}?(o_1@%gDK?LyGk6>tiZ3p7)R0#>4n(H6;lbJIG8u6mzYeR{ekJn2BU*T}~t
zcN8F$v1AYcm4~C~vZ#pyn;7w$>GH-rVOPkL{eDd&XT%I@AAgr`0HNU-M2(j&8El}t
z3!{gsfnLZz7%`KTAgMRXN5q-WS_T<o&}ghCP(X)h6zp;xA-Y13&+LRK%o$7_^B3lN
zsK3_;E0zWo2hV`S4yKPleAdvw2(BcUzGS1R511f}FB2t^8$4j<HDwks>><Z|14^y4
zrG-_@Z~?ZE$xRNc@eaYG=n>cqrQ$i*M4>O|Ub&Ptedx+gCga$1tjQIX9=w>gRz6zZ
zKLRwc=RB3Q&UaMbK9Jy-Q@#}iEk>B2lFVw$iwvDdw=VBIe)r<ey^~w#CJocs;__+|
zG=oau0ka0fz`@{vunq?k7{f2w{y`!F3ta|i8X<3?I)Zy_R4y@ByUwf?b}xo}*|ALx
zH}Od3C?TN1zJ52KE5vAif!5#W(dHLdwL~a0aBavfbte*)>XWf!Fx!aJOG?i%ZU9^|
z_8WT`4s8#%H2$KsrOBosfLKURpx*GXDj#DMfQ@^e!H$98h?h>>&MzkTj=!IX|CKL)
z3EXlrceTlxZ@Bj6n+?~mH{!W&ws;&?Gb81K(y+}25$TKou_s+zUK^R1Su;~CHlnY4
zlGZK%M6bF!)NqvrRh8eqp@Dy_<7PwS&70nMt2Bzx=R4!#w+|S15lZ(0vCYn~eX62B
zn1OJzUO`+tAqQ$?WD*EQHRcPIqocEvlZ!_WA3wNz|KWotckVnqIyf~2d2#;e>7(~9
z&mY~t`%LhcvB&Rz8qn8o|LI@8^^MO&O}@?x@fYv?bvpv50ugq%zwz-W!X>`*ogd#m
zzkm1Q{*wn!P7lwH_D^e-Es1%VRL-WjT+F+5u$)i?0j<!8CLw5T&6bC2D##Ra6z3LJ
z<Lma7HlwpDEyhQv0EU(1T2J$57>lve&q%kPLWM1^%&n(ZD;wPMC3n99jq~bDhG(gq
z%@;Gw6mu*)leVa#E5vGUcx*}ab|&Qk!7wQYP>0N^Oh#%`O2!m0XwBuj7F8<gr&iAy
zJlw1+TU7LzSq_G%$hB)<YHq%c?AqC@X7cMB^#Yx-wplzm*^w7<>(&nAeIlV?QO^9j
zPVF$vDApCjms;D}E~~*+Y(zlJ<rADvzC^wYE~B4%7M+ihBBb9N>fGAix^;HECl9}#
zKRnzl=A)Yx7;Hgq13wrrRxZPJ32_svtJB%+>P98CvLs$|Vtsu@l#p)-*$yea<e7Xa
zD@fnKqvG43V9m}B40KOS42+K2=E@+|d%|=i&s-V7L_CRu;&oZt+7W*mpTKUVW7}I5
zu*xW&Ff>7ALP5j@!3AQS#3+#z8PTWMp95Jj<N!j>CjDiJ7}j50G&{zk!}=9^Bo~%~
z7A&<&c$x`_(eV*&dqA3aptx4=rKS4r&cV?kFFm&tNr##SQ<;tGl^0~Va(<c)=d4H=
zGhA3;uQ9a|3_?WK)fgDDyt>q3lD^^1mX=0ujZ4R?<z%yvG5Ra!=2+7)ZH1+8nT|AD
zKvfg~U`Bw$erjUah%J{DjB2R{#UU{q675oQ1p{$^cN?F+U{voEKL$*3I>~P*3-V$u
z%t|BUV;6rKvPL}%AYswBV=!s5hAEq4sGG2K&&`YjesgHYA!%2^hz=S-5o59`X2yXo
zE;1u;Ch*v(AUEunmjF0}d<^$O^Js9u*feD8Wse}WfSeGEs$$%lC#V7s#pngvvIv2u
z($642`y7vk@UpBMr68d?uwJFme!)|AKp}~AX_<~Dj9ow<ySQ;WN5u0xcL-d3LDVNB
zhb(`PtrGybrDKt4oW3?D&xA>QfQ7ve<|Ind<Q$Wr$qos-m{wDcQX@riph1|(x-rS;
z9b(X$yh%Y61|>Mj17D<#n(H3gTbwHvOes#9TvnuL>4tOc!Ms9=6Z116&y&Uqt5R7l
z{VsGyty0CNqq4obE7HLU1D<74%%;nTyX~F5TNn54+<&&Zn&M-~m#gkD{R0}QT2Y^l
z27iRHNi@7SE*w4<OB#mg8^qp?<L5nEFjGyTo(2tlLXOB%dq3VYo(EKs`9T_a4|h}V
z0AqWY<v}t=7W8b}CYU3bTUcVIvf&GeV?8Cf-WJmwrSH;Bo6VODUXbDHwUWUEy*#Xs
zSZnQ0$SlXxnG701XxU7{dl&XKJQ9FkV?%?ziOb~Ln_m{Gh2mC`1unYE;3EIZh}JC!
z4{_E2DqX*EUHU{nat!_Dtr>o}dGk&7u!e>vU<>@R+qFT3kAh9BuU|5&*hUkMQ&Y0Y
zraQYjfJx@e8x4)uuV4SOFMrviHZ?Ve>ZmC*QuAJ<x9oGgLR+11VnF``gZMf%MpDbf
zPKZi_+ieAy2xK>xEA{Q|gM)*U%gg)s?>~Cy`OD+O(~a_m>~1Y8a=@NFR;Tjp+2a>4
zo`3j*&wl*p-}}pd`uqR>-dA6J_q#uT-PYeP-tX&t1Xx10x9XpL_JbGiy!iB6-xtPm
z|MD@}@%Z4@(cwjXWAFamcZ&JSx@FiJfLSKgFk(;~#W%08(5&0C$xC$K7#ha1kGtU{
z)7hCYgJ&B(f|kKPSs)EPfn;zOBR6tP@T%FmaydtjgO2jW+-AL&PA7^5)^~=WST>hr
z+n$^r3-!XYlk7dl^J0VvcCsWIM}~TMG}4B|0}Fj7CsI9QFc9Cuo1rR*L`dcX<Z87t
zV;G@u&dz*l?9Dg7)Y;v3>terLB|ydDu2LbnRVygS7UXs3@`$rb;nCsAZag*%JbICW
zVZ}r+)dQ8xQ5UyQc6K*tnzbznv84j{mm=(>(91a6d@dJ*)38+@ccZFSyC!i$_mBt+
zK^Ay3mTzYMQej;}g&8*-+Lgg9A({ve#`LACQm_NU&A{l=;xukB6?z^yg4x{ZfFkbo
zXp^1<hLb`jsC??S$H)3r2<aksyC&39(O9b0Sz-=D9v2DD!L;ayiB&OQi_GhE4I6Ev
zi_xVC3n1k(8WS!d{*kx|eJT0X>0?f9o;eD0xweY)6qhafp0_%b6j3%jJ6|7r2#~A*
z!CJY0d{`(ILl(o_tdcn}Pj@!biBrp;`g&S~CosG-4VubWUKUL-&s!*LT%?#;3{1_~
zIE7?D<|?y_Fd~4#%Fj3?-asrBLJONDJr%Z*bTKtKB)X(fNK018q_HT{+Q(o#=qtDs
zLp<gnN|1Hm(Bx2mr%^31bzy$O2<MflE7W#dkT>}A#5r-Ohfwr+Ml<>vo{tp@;xcH$
zj)lYsuq&i;jeth1>_dJ1<`ccvRVR2vz9@wbqv2bOH;zM3{PsZ<hQt7`QTF(W0i4D}
z2$7&0TFKxmy+o)plLbH(Yng}j_$>OUnGlc*3WFAX!H#9r0)4{a?g{wqG0cvM1S*<c
zN#w2|cx)HiD;A?}x#9v;nA5C;!-M`ND5tz+h%8}ErZVY_!L&ay9J0`XQ8~Q5ed6x@
zoj-DTVsHGVE1wD5K!UFFM0~|tlSF}`G1~}|ITuFMMi2BM>p+UZ0j5N*OydY@FuNQ{
zcM8!ESIl%M9TSKFLqZFkoqaNyiEh1J-3ARHa67o=6*;<Ns;Oh^>-l2A7G`T_x2~MN
zP~g{cLE&#5Y10#hd=c5T8qaL%k=WY<Dq34f(hlE*GaKZR%j+J+n*?goNC7aP%)Aph
z3{g5UBI|Ku5$uyA=1@#V@Zj50uErB|Obivgi}vBK13LNi6gQwewN_)Wcvb6L+pc7Y
zQKE&3pklSYp32m=>XnURPDV_jqW_U)Vy9j;XF4`ylB0(z&0wXgXi)vr(xTfX8;5yP
zWmQq0jYN_O4Ckcr0Nn;@gHJR;hmx9aS90yzHR!9gwW(e6R&x{E{mpCFI@-GsVBGS)
zlh?kztzl4S=*ZApZ(i%@?qivE5wQu1i{SY0k##XN(H*8R9bT5lWdj1B7rl|?{+c%K
zx87=OY{Y`Wg0^^a;RLT~dE(<|=f@JNHsEzI8qnI@-rd!!l(V;QK$k&~R);5ytt>4p
z=T&oT2vOX>xVU%s?xV+#pC9fXAMPIAy?kVMfB(*-x1YRgxc=>@FF*S5)9-)wlb`(X
zuSI^n^UkXu{NVG~c`g3py}yP>U~gyZd*A)hi|6mZ`rzXScc0w9^F%)0+41eey|cr;
z^R3!}6nTp-=f~8<ED&IoG}6vM;tubRDkd}xEB7#V#Bjj6L|LE_2v4{Cp-ph}+|*%q
zjJ*aKqK9R1UY3ycB9%;(E2XU+CD*$LpwHeu$uczT6jIAev!G7c{7;Qh!RQVEm_`-%
zPX2ytgJp<j<wlOa2y;~dm90r0lfsYTs@2Q#>MIr2@pXuZ-F<VjoJe>H3pcO7+1uB7
zaJVV3i*5*;vFOX}x^-692eiLa&E?iF?_EB4{D7Z47GzM5qdQt0eO?e27xUh3_2hKB
zE^C6LK8#i7_`A$(noh{%;&57cqUh4z?uPQm{e!LTojT9__D<PMWu>x?QZrC_`+WcY
z{aXk$);QpeBdfNN-K-=F`M7CKmV2Npq#T8T1tu<*{#>O};5X(au@Hx}qOoB)L*@eJ
z7aV7^`6dy@@`a2(yJXS}nDeluD`bdF<Cc%DFB+Wmbl4%wF;@s(&r*z@nvu)8<i<Z?
zJ?1FVkGZ-Qv=j@nJ2|bv4cyapwl^&;5w^4|TF}WW!Ni0p!;ekPjJGsi#}wVZb6F^t
zNRk*Z01T4R#Al+gud@Z7QEX^+5MW7NLYbO#7fYZ*$SOvi1h&lxTonvOM0-izW=Y~X
zcg}Qob($yy;G}p-Y(QgK!@BL<d%Ga&jm-+b5*SuiH8nln+0lZRHHQdlB;{=_Ac$ZU
zi4c>RB5#N6B8fs-k3~>JwIwB=gLRVt49g<EfO!orLQrC7^lDj&f+WY9hPV}1rEOt)
zLfR(nZ+v7FiK4O5IHcHmM4Fv}WeYNtFG0V<3*d!AE8`ds74#LNB!U}1z#&|j0E!5O
z5v*RG8#e_hfI^90cV`<9KW@#ohgfA|j&5bIVPKQ=EJ?sbfGI^6g~t*wVy`1q1ujFs
zZr5um$!_zDeuUAQ+~oy9EI~=~4o1fqwn3w-;Y6>0nEuAu1*hS}Xj0)bosS5C7rqdp
zZI_p&YEou>f_Ou;B4ju-1ze4^HR&AhWv`bqB{>63aWn)<;ReI(LQfB)pP_&dD?#fN
zu{F;`)a%EgSxk9IUtWv~2*vCPsONfO*EdOnv!TcB9_-p!xt}ByaIt}=OjS!+gWQD6
zNt-u|K_8vQGMO`>tTs2dUI7DJ64gQLny-1?)k8y%9u$6{KiUH>ESsq|)shcqU~D12
zJh8qSaZz|Kpvb4cuH|rkk)~#=<`m?acW~^l1nEQ-(+aF`@?8Cb8^ey&4l}Zt%F55#
zaj91}Ypd}Ty^wj7t3Z`@CX?4*Wk^BE0<{r*GELbRk}+1&Zl|sx@f~48c^Eksj1=~i
z7{&0}vFh_fQaR^gLD}`jLt2_{8dMC%t&x$|*4D<RmM?!9OB|pYpoPsdmO>%~(RsRf
zyr5jgYIbd-W0JZC9P)n0dvcoNRzh4uV?#@8d!wH1mR7CeU0prEmtXV?Z_I^4QVhLM
zVK3B0csC7-NF;P)zSsg~=|jB8v8zH?!6rhr8E)BPH$v#d>Ftw~+b2h7XRKdGXAkc(
z+dq2p@SP_Q-+lkZ*T44uC!c=vd*Arz+dusNU;X^2zxdh*-~7fm{^B)Uf4_Lkuk#Vu
zsc(Mz>7T#)@Y_!wy!+_xqdOOO?_NGU+&S9b*sE1duk7ya?7361#OfcbRLVGWPWog5
z`xSPw;&EK3BnXx;Vuww(en0FDod#Qle6WaP^^xhc2n(ocn9w=0FfTbZnM&>M?G+fN
z#5WW&2d78dd)u3}G9}T<F5O+1v=}Sv77tPgwZ;Ji{btNg8f)VD-T5#=_^9P*Bm`Cz
zvg{eShC(ruPU+nis-I70mW!37Xb5+4idEyyuQWEjC0I<{giKVN7@WhOe|)@IEya~B
zGJ3&38=D1P;h`0IVa7ZGytKQ^X0Kvf&gw?3o(JB{B=UyEV{E{fu2f|+r&gOfso_Y{
z{$?e0a<qAVw!gVqJUFZ!9@QE9&(CW|N9CQJ;_>nJ$;n>GsmLKKpnyr1etYngc=^<t
zAJ^s0w+8+#E=QDFlHQh<=OGhE02akuVOTQRgmxsM8Pe&+dVr&rmk^&77bZY4ob=iZ
zI$*{ka}($<G@XY6MX0*)l69Q*ebG4F%&6}K_9Te$_oANW7AC~53RQ!6Nky1Tpk-og
zP@KM?3y&Z`EM^8mux*_9A{K}yIQ*ag)BnZ#1xVk2@~BeVke5jVrD~brBINb=NEB)&
z!I)UIahJ1=F2lcB&VUC}U;jY2047pL=%MTHCu`~I;k|bPT)nDcDi$t_+Q`ghdXm>1
z^a4oCY)Uix9jC|Bg%)#m;;gu9XpxpSwjJrGQ3aO^3$mHkS4C^g35T?bI-cBOR43vt
zdz=*<#3FR#CAMpuYtYv!Tbm4okh9`LaNw+z+6@6P<ke6=`A;-N1UD2Xg<o0V!B&(T
z8WNXf-L-z3)2An*m7txVPpYttOdD(r>N;j@dUSntHnt3r3=79V-`TLJ36k(3Lf@3D
zgTTyY?+}biBYmk%LU%KOUJ{~_UPszUZ#X(W72}dj<xJ;Fwc_aZ*5GF{7LF@esO48^
z4+OIDI70*6;0Uy&po+N=V-+66^=Xi!Pr4egN>MdV*Q>HQgn?)eSL$R64-Q8-qEWCw
zGBP?^n9y)KCO1W61?DRluKGbNH3ofMVKNlxa^!;6Hq;NhdDp=>7m8oi6M$@9&1g?g
z&y{LN+6!$O*iNx0u5m{FbW$R$D%eAF#ks7zh2&vj^6ouL$gQYY*|-tv0+_*1Wf%~k
zUWq0LhfQ&c?UKdC5yd$*?S=Vq^L_+5ud#q}7DUemIWxxjFgPfE&W>*$;bst*tDM*d
z;JK&KTY+bztLQ{0G$zv>jN{SS00xWpT3*$L7E`|i6Xq3l6suHiF*wEs4o}Xx-)Wa5
zT{)@%p@dTu+|3(}9RA_D1w<z&-RtI;W+Yy8*^mqjyWEJUpbxoF*SrtU*zomh*O|TA
zngp)4XcnStOEIPr3NLGG!7BGp&&-3e!YGKFfTFR)j?Nx~lv>XH7P$3baxElLpt!eo
zcGw4ro6sPMzgd!4yPxQW!Ti4$3$pqwh6nMSt}uCD-dzMZha4%(JzbqtX@)WGOgDcC
z#|Bo^Zi*gqW)=$4r1vk*F1KrL>gPxM2dBp;kM7;qqpd~d@%`tIAAI#2ufF}g@BHxN
zkG}o$pZ)EtmmmG``+q@te4Q8KFW&oWcm(RTjZZ)O$;%gCzkB<ML13<X{akxndzE~p
zkS*70`%j-d<?>2r3SFHY`};d~+!i8R;*i=SRYzB#+#RE5{X@1+mOQ&&<a!ueVv&un
zNo}&Jw0%O_*hS*5C6l8GXqX5qB)!faU}bYNe{yTTTH8=il*!oY0(S~#na76wESJ}s
zWKS{sBuIC>F@s=;IK{TIcc$q_^NYe=S*lj-+}+p#s!WRUUfewwLaDx8WH2KKjSQ*B
z{Yqb7`_69l{Nexu#&yQf&Y52+XLhz#l*Q}yBG?1c0ChA(Mt7asiXdyXq6nq!-O6S?
z@70>t6ft3JlVVUTO5BL$>4_y)f2K7d;)@mW5k+BG6V*zV@_4XczH?{q&Yj)Ik8how
z?|K1ydz+HJ%Aws`PDR|$TIWp@Bod}RBde<smitsH2%6fL(zyf^k{dF%Vs24m$t3hu
zQEXn$-MN38F${;}fEUXJ`LyyJ3>|Q<DWII3=vx%_9%rS&QjTfcfoYebi;QI2nt(d;
z<)Apz$)VWVJTE<XE67U%21*T$W|W+9oDGNbInbTd&lzU&sccGY?95zb4C?c<RHnuG
z@&EmQ`(GGyPtHzv4}t2EJSD-lN`e|2Zrr$WjlJ1=9@ety30{4;3q``GX9yyIE7XA4
zC5!6Hl09`#A11Y%jjgB0kUoD~k8?m|oDoRABj*?tVkF=EoRf;V-3sBA({?PBWHg+R
zSON+T$OF1#|8xZ#+CZJyGbE#Hj8$MfSCZWW2p3H9lST+J8zUxgp$Jf<s>pNIcTSqn
z6X%5I0i_I*0S#n0Kr3X4@w-`-X{q$kLGcS-^7y=5l`-k8G%J7C8?!9U%^Qe>LW8l6
zL0R8T$kiG_2OCrr`E}K+IE4uThM3X3AsVIePYp{thrlF3cAVjSWuOis+Q5s7A=xbe
zNOUz0ha4Uq?Cc$;GiB)8V@j-o7y-+^o(?Z0ObpCUn>lp>_H@d%7$<ismo!QV4Dxx?
zOkKJtFWxYS#bNQP4Bo+07&A+_y#WJTfXYTLg>AAPiqKV$ZgfuedRGT~9w%E!K=1FP
zw_brvyd9EFIxpx2EOe7@gOG{{GX*d=Bil<lD+8N52Aa+3&CqVBL-RQQz}D`T6cKUv
z_;$&G$y9bFmdRIbfohN^XIMI^U?PX0GjQ#~2O;oB;uoB=YK%yDG<rlCeCE@{^?LRY
z6>;U<YiVgiQ4;0o!TNV7mg#h|P%N@exUIpRlI}Ut1k9R?gx~xEaWR2THK*3p<S_JQ
zcZT34mHJEw=(O5uwT!5Qf{b<S?raki!C+()CJJmfFDb$m{%LRT71wWGQ1v9zb}71$
zEf;oA4zrcAI&UxAwG$2{TVOa?vv^7LRKv~dqE=fPuA43G#Y8uV=jvCp$letK%CrP^
znlf%N_2`}2M{rwmYJu)-T3y{r2@ERwHDoN7;0k9+UhNKOD@d6PU#QAHp02JQ2Zu!s
z7v?i_=y>xTR~AfI)c(v9@%p2oySqDuq4-7s9H90&a{^a3YEW)ITfDruyS2Huw|%r(
z*--U?_<BlpeE96igJ8M;=z~wb{_4|jfBM5;{Pgo@58nClkN)!Aci(*t*WWMR^6PvA
zDwWDNKmGIfUVKPr{Oa>p_b$x>KfgFRuM{fTMAmNQ<%{>-+;CkwO%Mc(J?_1V$AV12
zeq@u*^J8wxP0!yiF1TM?Vf+hc7hHrH2w_1p6d!(r!S3FUm1tyqV$j&*dM35FGV762
z>Gf*0U~*7TO%~;p%d%l0wcI{?dpg`+Y?a-PWmX_|zzp~epJEQk!V%`?Vli`KCMenR
zqia!5jq>8ZqU-JMZXWE{kB+wSQOF$r)0W0J#U5PVIlX)DoP8@yK322rXNatgjdUo{
z-rK0v=!t47O^(UkGK`rzI;xA3P-e8dS35ekajba!LMb80V)tOHwpFEd$^k1Bj7erd
zowUNr%!&tGjdJs@$&R>6(HGNNHU)X>Y!7}DzKWm=Uax9Wy%D^p#xa`@|4k&-`%UBu
z@GI4K%v&o~vbY_~XvA7*jw`ejFS@t0{mNoJVedcO(PR=`Bb^w1AV(_5j!OM9swsN_
z!KLeQVQKctN;fwh8S5Kp2bt1Iolp|7duK3e!(D5uvqDTqN9<_ZQCo7zafxR1f+MSt
zjmmnR8o>mztSj1HTHq57i?A#PUrH7K;P-!TWo<<!TWO=Ry}##0npkxIr+rXQd}J~x
zXp#Ps!iWMPmq-r5zv)$B`$t>al}mM#1_=|iwY6!ZfzQ~shlYAAB9bSs!k0qrAT+_Q
zjS=Dpj;(TJdHs^-$%`tj2}Vv!O-wV!2DlTgi6lspYYIO#IZh7`5wv4Sk0sc~)*V%Y
zSrQ%#1j0r9(U4D9Tbq8x0C7N$zs2b(^L^$*ugZ6NIo>5U0JD&iu+Z3A4Dn`=5O^bl
zdKvHu;6VmvSo9QhCD@EhiahVp(NIvA5Zi#hTsu>vAcPclzJH1;GR@QCrb0Zbw=*;4
zkD6|r=ggDFSeVttqIY$44Gs)J9cB4+fbzmJ_;hMY`TR_CV!gJRP8bbb;LUX8(N-{<
z!5PzqAscEW3^RtA%5kx!K~;vZ&_fp2kYX`D4zu~-Ik>!X$j*m{4GaGK5fxFw5c*Uv
z1G=tee*}PC+Nd)ilUz!c^%#^dpwo|Ep|URg8)h<mC`e3q0dxvNIhf;gO|B?L@ULXr
zJI1UJ_EPDh40(b4+l-rqoE;uMs$7!Rk~KD$Dr`P}{+<?54g|Lv_IuSxT>7+5;~O__
z+!W6XKuC&!aEX~t0AoQ@W<6);yE|GbWQZnM0#*?gF^d>p22jTZe|bPBq_Qr)hfFp@
zF=gQQY7s}?zV~i&z)*@FNl)NJMh&g3t(qL6vI^;f-|RsAmnBuksc}krZm~#(%Q}3l
z?;uJ~U#~!Wc6O1oW=^F|kOOdrfa}$S(LA1uCBun?WirO-@=-I%%MOb9!J9Yu?r-2B
zTN@kuyGf8{c>7zL8yrZ60Y>_EwL+bqrpGgy8UV#0v6;wJr{bvQ7NBcz(1#U1WYktb
z+<oH5It973w4%_O`~mp#<E}egSUWCE^u1q<dEJE0P-27}!{7mOzF*M2q<xpL4VN1}
zU~8<(R7It-fk;+TaO>8cdTqB<tZq~{@7=!p<l)=zsZ+Ug|LLQrAHMwh#~*&{ldpgF
z;~)L(JKy~5ohQ%#=4Ze7?ibwG>kLF*%lBR=<UaZ4cMPW-?wvlke0bL=(fP%LyN`r@
zW#Z}6{bTv7$ynTu7#k&ke(&hWHqd>>#*JhZX6k8SBe0i|xv(q-_pC5*(L5nY(+zEg
zr34@0P9`48ce!8UTO#V>g6_gMK1?($mGdIA)H|xG5dcf9<TEET@k*!}Hetk$x-8d|
zS|l!ek$H9r%5n!03l^MS?xWF#0SW3>x7o=;DT(kg@)g9#N_u~<ihWX*NH=J@`9^Pd
z>%IHu%78X&Y`w+WR`?<;)@qzxWd^O<W@f9F2^OqEIwY}6U`VX+-UstlwLnSK9CUKR
z4y-G@41k^9I=FRqbab*$dDL(uWD?jzk;#{^5|&HG(I`LTCLA|_u6zpH25V(<YQbfw
zMh!gjmC+FOSyML69V{-(q+Kpa%upjNqh5T(ss(EdYcw4(KhAQOuzZkitx&b?&HbY-
z_Iurc2rJndz+tF%5@a5ox6e(dz-K&OBA#3g2L5D-O<N2O8tTE2-Mlzai4%klV&(F(
zs1RgU2yL)#G7wQ;MH%ewZK38k-=t)aN*!2G&G>+&b7GuMfhQ3H*(6;*TgdJm>}e=4
zaERTaSMt3h1}M>kVJ3f2poCy?!|!h05cT+kkj@VC^>Wv}NK+NOHf(7=+yQrXB?|<;
zL0m*PW`iFXdqyI2D5xq{e*=|r55zOcP{Ok<%uf;AxWDj6bSqS?^Oj*KlTMOBS?;gO
zD~&Fi5}h$S2nAWZu}$)(B<Eve_`zfvA&3M$kSXO+LNCyV0?3v5P{HH7R0DCVhXD7<
zX=5MojGAhJVb*IgVu>|K3IjG3(_O>-4@7mfV_`V20z4ZTn6+7<ND^$I#EJ1RY#QLn
z05A>KcwU1C63hsVL1pdfz_(ZhkxqWxI_QGn12_IDnT>|H6kKN0`@1z^d(cR!z<e2F
zTcYKmFAz1J0-*%DI}6b!)IhKcJLTe)Gw%^05Sk-K6}joKpj%{i**C%Kwp3mk4cQ|j
zUZJm$TQV_%N$Kqd?FP`X#7$t;bE&PNV|l5DEOde!#&n3-y5L#@r8@)9C(hjFffAd`
z2}zC@a$?Ft6IL#V$jT&B`P$CDyf|?!y0th=A3lDFpT~e59-j^kj3<)mTbE}CCkOdb
zVeer7<TU85&ML3BrMaV_K{d7}EbmM0l;KC#I(GEIF!AX)2mBXcq*D=TqxOu8iG>o^
zgw*n{ptYB0QUG~{$qy&kfc=7-o4L@bfe}%%!Jg(g;2VpTP2N@n6>y>{i&JrKY1Qaq
zS9hN)OT?**^z{6czujCRQ<fMtpNRiCAbNi~J3?huNT}oDi_FUDQa@?t1rzI~0zVvR
zFd>L$;?N^B+<dFG`KGuPo-1&wQzoAOzi|zu><#lNp>?a%5MyVXTrY1B*mGA#!P?pY
zX|5al6O%{IS$Z<zz9o!CV!RrAfVuu2)D}Y-t+Ts3Jet>lTyAM@?&;|UL<8z;X@(&I
zwr0NxL|cc6Yu6)W2yl8+b~-eXoY<Y!`0CpF;qk@Z{*kS;0o9i;z9!)7<%^GQpWnH2
z`~LH%?|u5o_g;PN)1UqH?>>0%YkS)Vzx{9j@&)>OEdj`D{idzUuReTr_s+f3W4P<y
z!`pW+j?c8xE7~q)i#r?jgY9iY#Os-=c}5$$a-}S5!oB6HcW;u1V_<-Jd)6|^<?HU|
z?rmw|9Top#MY9<c`X}4j9m$r?stTK#QHB;$X;JwC@W-}xE0RcAk8n-s2>Y|;`6)MK
z;34?-Ib@cFEttH<_skj9u|}eIs4AGB;72l=XI^jB094fN%Z--*1-4;>&l^HaFAI*q
zap9CmZ#Ulh)Ap7dM~C&Z)4jc2%46~1NO)rz$8~hPU9FWE>9^|zjx5>o?CaHypzf8+
zS?R1bxee)cA@F;9wcQ{lZqON#U14r9mq35*?r);G5O>Blb$n-Y(Q*a#B9y~?=yIh3
zx2$kp(H65=C@5Me@_JK_7Wm<J_clO8dHeY=H5n~cGT`ERa!t6IPRuJc(=r<zGe{p0
z)GI-$n0_dh^5u=ZL3ze|o_~U@1T*l@G@_6;20R3fRZ=L3az8*$arxZRLOPcYQtYr8
z^B#;vuvblvMprQs{Jg?~Z1N>RjrlZGTJwTOOc91;Eq#}Z>#;dVvY2C0Q)<AkKQc3m
zXc{*c>D402q<_qYK|Q#J@yL{Y7v~9DOjs{zRZyH{Hr5^H7XM_CRvZkR8)AhhERz-p
zPB^TB^@#1y*cZk5D$HLDeh(SW@=th#1T5SZQidw}TCfq#nEo?;ND{@`MXr*pv^w^9
z8E7hmn{uV7_+PR1%EuQ?afavy;KaFeRqM>Vj|rJ1=m02MffNTKu3B1}A%FSxiW`H$
zX~_9IjQz6K2ptZo3u96vX5-Nnjv^@=L__^fEMH-?mu?$ciUc{02B*E)bWuy%_YCKU
z$rN({*s@_%j&EV>LgfSpc3+qA%=ziDX%T1QUSX-pacYq$SFaqH4AYd6Nl213CbYq_
zrzli;P`Olbs01_k%PaH$JROr_m^98wbyfP~qaGfipV9=Wi(E}!1Y!iDgE9zwv|0<V
z2O-OHTs!uxL*c2p-7MgvBS<?weJq)Q47y~%SM+7rc&Ok0%Xxz@0SN~Cx;XuO{(K2n
zxg0~B3hbBx?z%ZFI&-ePqYDu=lrb4`hK)H1R$b}SHZa9vac5_TPstRdQHE4PDZ|+O
zbfi!yY;0|u-ab1#IXpW*egFLzN5@C{u>?wVwD-2PccYAqE@~=8g^RavE=d}3bm@@}
zB31}FZyFK6RaYd#7sT=kp)a9qJ`1J_Za{?Jm1W(OAfhO6R)Zts14Cm@Ne>8?0OlNw
zK>;5%2WoP1F2*03&Gq&VyJGcrD{kc5NM+OZ7ciV{f($Ru#ZG1>!v+;w#flH^Nhiis
zhuTR%IOM%Vz$$vWQ4euv#K#Z_GSKtZpZ!7ejW?*hKyOQf#-Zyf9(p?3%|0|Y+_(Zq
zEzBWU&`_fK|Fd^rO_H7YdEobpZ0KTxB4+@!DQ~k(R%LnbtFo%ndtcsHTXX{rG~56)
z9B>SWq=rL@63tQ@3QEHeH^hw%-R{+X81C;)?6>F!o0vv-R%V`)C(rx5kNZ!IL5UD4
z8d5oGN5?~l!A{0->sau`29Wjj^)m#FddATRU&yfk(X=1hBqGwMZra);Mn`;e)!GMd
zn93LV3oi(U;n{S6F^PeZ&J{@N`JEQ@p-V_Eesep1ef#p{<WflL<m~F3pM3xIS3mvg
z?RUo5J$v%%C*OSkr@#E|_doly|NIaC^x3PoXUA9n^!xwo_rL%BJG~OWKlpd=3@ELC
z`}V7!eEYqDT+i=ce5UCB*{9F$KEAuU2Rba*wSp?q%j3)Er{_1^AUK3Zlc5@NC|Nt)
zRitS`V#%Tvay!$q<I2qWTsI8kj%!=BfQF{%U>BdWv$Lg|l4MjRVFga7_o#sk;d&o6
zcINWQd_EHv8tcr$46uQgaT{r`!sfD>P{T~yu1(ll2@<5+<+7C`JYI-0SIqL^<Gu_4
zLLvnZ{7D56P_cD#-c(6}bHjZ-e)wZR2qZf-vGKCSf^~CuE}VFL(m=QwJcQa3homGH
zLe&{MefRj-t+aMVFg&i+8r9SD6G2F&`VyB=5NxJiESu9|wSQ<Nx4}b&1Y)gSwr>Z#
zZ5R-ErrM&(NT1k(Ie{_GZzn%-$kraOH*)n_2BOnZmd)*=yo|c$qStS>vbN;31R2qk
z?Zh4x!}_9j0Ws)QuwyZw@D=UGjsB72+fsnW21bP>xxjT8nUDzu6n4YN9+eRW$Z(D!
z31O9x7)`{}8G!H*CJfQYLwH7JDz++xx2x!5E?-Q6cI_I9(5|+;5EHcYW=t?o9BQvz
z-Pv1r2nJ%Z+aV|SGz?@?e0pHb&|r_zcwid`eyv`$u-VQJMFy>5=#Nmw8^kZm`!spc
zK@ob0VC@N08ysV}Q*xvYg1^OiA&V$w!h?+57AqiOdWzUL#ahpbhJ$fLKqe`(U4X_$
z4#RJ`>Uf!*YM&Pwe4h(0B=_dSXO}+Y2ZD(t_yD+-K-10PeZ;?L?H~lI$!qRyZCL0g
zqvKrvs3cb~7FOa=kg!@U<6R}yV5(5muKkw3aaN&g_&2zvU?mW3%L}x?J-J<<0`#RM
zZ8s#y@)?7gOs2Ny@FXjH+YDyw=0h|6n=3?FU0sx#)UC=pIc`Y|T?Atz!F#6P%@kx~
zrsWQn!lVGCl3s;Uv7!N44>FERv%Z1Zq3dDCM5B4{7DEiRVm$wUPnvSAHB$(c24KGy
zu|7CJq+AGTlD?q)t(|ZN2zDwpSC`wQ7K(*=FZlP=K8!}jeBb<trckhrVCPh0z<9su
zR!*`H2pEv!gw+B>%%uGW>uPUv5Jt78Io5pqnN&sviO`692n>cIgGT!M`^_lCgDou^
z!+H!P2N;=2HMmjlo>Xg%ufO{G&703y1l)fNw8X}#m17|j|K!83)mx253p?qu)C@zr
z#GD57FxYQ0HV(?0_8%xdP}81qWJLM=6knwcBgD=khP0RBbkyj<&`|+r&bmA{!k5Z1
z$eK`(Ayste-27oOb$W3IodH)|R+LcBYfdXB@rSB9COUZ&Y@A!7odv=&^tvj($jAuH
zYMNl)uwCVTM2W$-UeKUheD#!hPE+H;+M4Z&gbzM2a%f;^px@x3k-<K__f$xjsHdmb
z85@-SgbO1BOnJaE5-)IGvkS^4oSc!d2?&yyn@k@LMn*f$<{s!pd_|{X!=sUo&aUyv
z>G`F#DY)8s3~FWstl|p8-3dN|c3#LQ3v{WE<rt$^5=<Qq9$UN=X$tz<SS_t=Uf(>I
z`2@2suI_c?K7WqI{N{_#z9y{v>KA{e=>F$F`_13~-9OfK4mB_S?tlNM_vq{0Lm%(@
z5kos?7dKCze|~xO?DqQEizlz1Tt9z)_u~HgzFKNnL>W@c)sxq6zCORaXOYOHwOSPm
zr4o~B(3R{cnMgR{ttcU)%>CsL=hnBm5%?Dfi<`@gO6_tkw^^hFSFgJtV#Ga+?KA|*
zc#fBdTo&h@)6*k<TBMW03P28;vOwtkGng6Upfik61u&RV$U@BuO10E;)$Vt~lG*D`
zS}6)eV}^37=0TuzW*aupS(+^**_L{{J{lb8VZs+eER_<7J?^iY+cP7FSo9g}Auf^0
zrolkj1HP&K#8xUBFIPQbUUS#!S+m}%9iK7l7abk3%z<k(s=2#EBPjvQgW#~*+f+WL
zlEUNlxH9dl(Fm=u1vjUyQaPciUO#`USvTy4+LKFfWs_S)4Y4PsYJ--wA^XWI?s!R%
z>Rvhg*U2eM^FRR0y@lAuIaG_z&kz$UwL-OC+_#>^EumVCmJd=U6{Z>N+f#uK>h+2V
zP&{Cvv|D>>lA^)-HE9j<fpOC*^-^)aAOB&P;|AC8)YRC*lJ<pZpPpV^4Paa<g`AB(
znb@fiRIQmxxxKx#vCarIZ#<LY*(HlzIbUnmjHjeFdWVvX)(#azY$4gK;Z1plLDn?<
zfb|UFgBXcT7(B$=7rLi>;ud<y&3+#;hpX{i4i;sD5Kv~)b{r3L7I~9UBF8k=jsZ*<
z(1M5pwXOjiiZ-c`ykU0yT--)c0Rs^JL42Kn$WxQaro10BC8bE()%PpgF2lLWppJ>#
zCJXi&u6CeH`VaU)mCz-TS2(pm;x5csK2;kDq_8G}g+3IJj2jBtB2Z$z04Jra2)BjV
z=$>(z8_VQKg;7*djkiqxOkmvL>|Q3hSlqodz_!@7*|SsHuRy|_{OBepA(RvFr3<gj
z%))5iCDa-iz9mj7JDp@USLOl_;vS-TX@S0}9D_pa2SZXXjQv}oMuVa72Ifk%)0y{l
zzB1w8tZUZi0d6;i?LoZrb6yQZVXVTLDQZPCGH+RiDP_10Y<F;D&&@!3-UGHoe+c(J
zkkjAO0|iifeRv)$E`WSv{l|%VY@H{Ho}DX%(XE9t5^<r;dghoE1#9Wl%gdn1x8E5!
zdyKbiwwkTu#_9R-^H(oVukX*Up4N3iKY1x)VEChkE<Fz;BT;T}AGd#Y;)j$$Urf@o
zPMc;+6tNDlbHJ0fC4j&l?}wMtM;9F*5KhrVt3wY|A)?7>V}hp9c)=tVl`C{(L%Oru
zspzNZB@oKVeRn*ABJGi!)KeW97nh0%mGRLw=NEAGyA(SLCZ!V1$zV4!Jlxjo#yAO_
z+)-7fD{G}{Go2}Lllki6zd|{FY*ebqcXNGf^XBPwxn8yt@l=KiVY-~yuFlSZ{(c!x
zc&xMIQRm|awmC8~9i83KQSi#rhP8W)j|yp`G^eI!C5l4;M*4Ve=KA)=mbPzTs0;bk
z-D&Uy@o{Ll-%I!unBXvY1YCCpoF+1JD8jWr=Cf4}M%)w!Kyh=32~B%WvM6sDe<rF8
zV%G#@{_fuXVYS*S<SP<B_2zM--aI?K`09(FfL>pJ@$L6N`{mES`;*`P#ee$qKmDsl
z`BX0Qum9tJ`G<e_f8X`R`2F#}V`o5D)y375w_p7H>f-6`)r;G!=O)oVz2)J(KWbha
zA74rgrBZC?PgALaraku!w;H#yz&3{(qD7lK`Jgt$Qn`*^V2W9sou8&HS}sV5ZX=Wn
zr2y`V%sj*x-(OiC@uUz4UkM2~-4(FYp*|l2Yr^O~x{0N8)#_=druxY`q_eP4N`%7C
z^<_Ok_yWG4WuBXbn9>8<5P!JcD{qe&8EH=iJsogwA9)hTYqfhDOmGXef~^yNt&&io
zPB2~c7nesDm!<-pHXB*-Lpx<umGOmUNn^2?wG?pG8zmL}sdV!6{OJ7h^!Oy8BTYfb
z7UWDD*lc2i)P;earCPzL$6_gWbX-3>ucN&1S9r5VQ~PVdXlwu}boKAi3ez0^je1(b
zzF0iePIh#x`Cz{$hES1mpkr){J*uA43=rh0bz!cs;4)@7)gWB45^7^Lj-H$}g%^I9
z4{l($b|No|!81$`IYx+NlJ|#xLwPam&Y7nU+oZd1+K$uyoNxrA(oGAhB$PRFKDa=g
zDR3i+EzhM>2hg2D40RvCvrnPffKo6$)4>(LwU*<L_7+N3RqnMtFEJh+madwdR<FH+
z`6-uj)kZ6oE3z?%M%J};ZXr8#A0>Gad4lJ(We0AcuK><>ai{@-g}IB|QS+L?qw)Cm
z4~$m3T~;IIax^-s#TOUh>O;vAWH}J=L&VUD(LoLO_$vgU_m5dowaVrVb7~B6(YP{E
zOU`7DU2176zOz0(<0QC<HKuxGyC#KV$0zMoqtVUPby8{wo-P?{g$AscwhWb;44`>c
zgwhyNk&&JCrMN1#ZI?Y3ZcR&umRJo7YED5lf1;8CJS*nXu6?qXw}<Y4l7P&%KT1hH
zaJ5Q0#0v4uhuS@GKoHfYBM?XYgoi=eTQ_MvALO$zT4`A?7Ho!?3X-U@RvP5S+JV|w
zLx|$6;!=hPHpv3o?VReeiD-n%jFA&SkjfbD8=Q&FMj~TIXCuI%pz#T+qS`mlrYd$6
z;fC7rCfU)!Gwt+*N4;LmL7|>vkQck(qRoU4ElBA2Cc|#yqoYiH_Il(_MJBaMF`p%}
zmsMn#*a+;pb+BqfAf|t+agjVx{!pz}+&N}r(^ogQUw`-An=jtJc>PJH(6AHS+fS~n
zZEMp~NdfbO{`n2lvB%tK_)#aOrp0tCm6DyJVS{*AC7{Vn5rs#{_H}Z)#2*lhb2E{J
zx#9htSsMlRJC-zuJPdl_yquS4XbgkqpeaA$`t$Vg2CxBYK%usL=2Oa<6st|2NTXK8
zea+6x5ihANhSPkxaBe{zSQDiTh{(B_jERnJz>F)KyQ`aVJ=NhvZLW*=B7W^mbv2(~
zoC|^eQ2B*if`3GZO?K>h{GhkHr?aDDps#13ue-Oqv%j|kxV3*_hVSj|?Ca|u!8gt+
z%G1XZn(AXyGlp}6QsNMRxU2!s*TCRVcTd-FWDq7^URxO*i*VovN8alC(C`={%^qaO
zBl~(GE^OZLa6}at%RP6$+qL|x7-b9_7Ks4hiu8FQWlgZ*YK9IH$wuQio#KCBt#G~*
zw>OucfBM-cuRi<vPk;U0SAYD|Z@&NcfA#lYe)esx)cX9B&wuxqfAhQF{Xg&6+WY=+
z-}N)VXM1z|<QKpA3!{b9v#@)8`tsHN^^LNxdPU>W)ytQkTHW2!_v6Wtp;7LwH1mDF
zAZcav8`EhRlo9qn6friEumuuWQ*?=%;AgOQf><~izTaHFq-ffveV;CsNYOTYU-fo*
zK;Ua2fHoh3{W#dS4B`IgWQWL4BK^sXd$U0{g5B;PW+?A)l{4HBQ9!TN^#%HuJ_JT4
zi=9SL*ojGr?b_f-p7~T_uaJ}Pn;jiiob#YmGrEzbci(Iv&`1KY(W+fs9-kbGDJ9zl
z5iP&T=i~agIJ-bExkx=rjb`2aARvbsjC^TiHj_LmDWSE#oLX6)*6hm7RaQo!3EzaH
z5^$AQFJ^r}xM`4J^g`cRs4e@Vh~AstiBkDcK(g6TCU)XK!JAwjuqnc3q|Ckjb&{yz
zLD(nr0d387F)GBMIYNW^A~G^d36&1e0M_7GD<(sNG6xC<tGNM88{2D^IJH81amt{%
zz=xoYyDnr)U9*AJ|DfWd+N>U?6WhB!M{|C|co9<$%9R4E8#{eF^SCHhiBF?xX0xd}
z$k(h8_z+V71HBKEQE61m^=c-cvCNU*VlnkW<En#P5*&SSBUcs!UnDZjCWH=!;dx-V
zaWH$}7M2u$!lL8HkzioF$_U8H&(2Jb&&^E=6kuAWwMnc{YLJadRvBCYkC=l!JdDFO
zo&;)2IAcq*I~xo1TVO2sjl!%VMOcJCgGyyW^W;AcE#<K;@Zc4nonXE)7AdBKVKRmz
zBHLhNfTGCI5FVJKr@%~sLXs|w$)XaPuH?M(*U>T=l~$Jb?LyiPuATK@&C(PB0!bBy
zUimqzyrovOkb!aAGlO2(4#VQ1>vkY=o`i^YLsKGKjN}UC`$1-H|4+LfEdT_7W?|kw
zB|x_IW#EeS(Tqis7>>(lt7!o=g0kcaoi7bwM)LR~6F0T!<HV3w@^1uwdUSBpi8)M0
zy^@)O%A*KmBt=^-pbs7(IcWt^vJO)Pzmw`1tk2{GbgB~!aAQBij^TDZSMaKvY9K~8
zIDoc90|sN>_=sZtd_Em&V^&T2-Yplicsb%Ge`q?HQnM!Wr>LYvZFDlx?%|%3DwSI5
zH8!^6AAk16(fO4Q`J>ZIyT2s?l#LL3#82X|;s*yKk;uab4*_`)E=(FaG?EqNRl2&q
zI5};xWdTv#b_)v#{2Ub@;9Osx+*%nowO;M2fd~v00)|N1(Do3*x*AL15$S_qfI!Yp
zPtQe04fzV@eS070fL_lYx*1RDcP|uVO<aEXtL1@VooGDzWXV<cN9|;w51x<?@6%99
z22KM-Q-t)@?diFN{llc|-ykJ6Fx2+xInUerz|e4SpGGhA+BUMQvjfoT?(caF-wyTz
zU%dl;eUBdkW1VZJiqFhFeE7l0$dDaw$KwZMBYl!AbmGXcE>`md$mz(oXzjSw*VCyO
z4Z>vS^2Gzg{T=?cEgVOE@6cM^J=D!nAd@r+PwNF6YS&Q6MUDpAOXK|<p%bg=v|~Ye
zA!(5y^rk$I_Q9k)Q6-bkV>J`WEP?*n)4NY!zy9>~XMg<dpM3k(_domYH-Gz|{*RN!
z>DB4QXRki}^{;;Wv;X-&-}S}#{qethXW;t!{;&VT-`!n5KR-6#@%H7DCttq#yk2SL
zQsqpt_~y-5w|94pC6m!9+apvw;sa(w&bzB9eG&0yEwCxKk|MLL0J;-{U3z8CO`q+D
zNnS&kuPp=E^6Hj=jeVe<Cr(Ujl?jfl9nx(yN}`fPBxtd}Z=RjTn;EQ^Td9Ufc#VO)
zQmfLHv_GM@K@rP0H$Kos-Xzi~vtl*H#ogRq9<_?OECWAR@B*W?xz#ugCYjOUp04hX
zPA@7aXC+KpzId3)5f;-#L&D<Irx%wOj9uA=@s4=|l{Q8EZmy3mFOE#&#);K6aWqO?
zVQ8gn*8YxHzj=CYSQ0o_%w+dUMUMJJDtlP079=S7%0N4aOZk|8Gsfe`G)5oBSM!;@
zYE?-^I-lFmW_FbG<I_C(QA>sE4(KR!8SG(kCXG-f(I%{D0TY0#<Hi4=-Q1!L9ymVL
z+uvk&g|d!M8%QuwR)#b(j*kE(G=rGhUX=w9@UoH=%fSq+z&4jpt*p)))JU9VyC$br
z>Q#<hj@p$qAKwoUCBwtNwY8!IBa=4_sL;^h)2d-z3Z`qa<?k7f0}sr5d^Si)S~Iw$
zjd2Vgs9QSl;g`Z~#vK9{#LRKt*V_>kL$x7DxYgzH@zEJ(voNb?oS6nKYPqNU2-F8i
z=AsCNU=yZk8<xZyrmPhR=Z*KoykW}PiHYjJ%mF0)l}e=`DS=_wv#n(n{yc2>F^hic
zkOZk5Y)Rh~`0DiT?Q!)l0eJ8Y8xJR#N{5MPj5dhcLXxQYB0e(6I}R|+jCZj&u6wi$
z*EG_Qgyn+9rKr~ua#T>S&{dLgDfBk@TOC#g6~!gNd}hF-tRgsO4R;=V3p|r~&_1XT
zklb2_Hqm!{_#PMz#?k6Zn~pK)GxYdQSnGV7{2O93<{%R3hH0s*-WcWro)litl>k+<
zlO@g1c9gquHi7k384ADOp?ku0D$6u{p*QhZP_V$J&%;niP%UsK9N0)ePNww@SvNzK
zd?1`lR$06Ud=<Q20IRU$$SBvh^rS{AzBJSvk&?fhseMwn*xI7XSX?I9ra2bFrm56O
zYrSm{yRk^2%z5uHn=Y=bZh>5C<*=>HSN@hNE$oAhiSx20G6!iJDo!e=gl~UWUd4k&
zJV}^{RJhAkWXsS7-f>)_TY*~yhn7tQbish=gc*?p9;m!P2JUS;bE9Tz0lA21MmPKw
zvJU&|nsg8*l=74@RM;ml_f1XDPYQI-*lX+%=Uk<imlxhiDwU(W8nYQ@pyLVKRr9P-
z6BC?-8>&hnA_ll%TZ|b4x-K4T{v(<WYd6O>=LWj8qRZc9X$MiMRSXDYzNG#UG5IU(
zLlKGYTxw8oij4F$)<F=Ad^kA3$wvEQ35yK&$;*Tg#H5K5<4n1H9xzhaAIB!?l_pH-
z<e@h9Q!od$tPb_+xgQ>ME9WG8-0@&ws88h{vDMt|q2W;oZFqQKV6fkZ+}qPn!F0D*
zJE0mMb=K3{jV=>9#>dJhn-7H`-Q8oWI9T7XJI)eKRP7c^RSU-J*Pnd;=JQ{D|Lad)
zYM=P}SHJw-Z+`XLbUb-~arM)0e)jb@zkcugdiS8m`y>8euCH(Y-Jk#N?)Jsi`4ds1
z*DqfF`cHmYEtX69N~KUcIXeIR?U(NAL*ZM_$vKxuCN26_(&6DjtALFV`@{U~q$Vde
z==Jp-Wdi)qxUUUN**bE-V4A&l>7dC$>$r4F@WjN3WtT~S*@AWv5?Z|3?9l7#gC>*-
zSv>8`0Wj69tVhZ#-8=E(d=a+v%I(1h&(Gt{_bJA28B(-`7O+phxxIe!^r~Ds1cwy-
z92`nSZdhNecSD2S9i1OOd3Jts3P%+)`2?$cv657-)od2n$nWot?rx6kVNF^@WO0JA
z?q6OUmx`H#eM$c{alf;(s^SQK680z1OUp#1qML#n&iEv{$zD1uU6`oXi!WZ@R;zg^
z%V0-PO%+BavzyEAq`AC`GG9Pf3d06^nN3-%E7&)m#3-Ue9<Tu9ige#SuuA2IQ75}?
zoM6^Ax{nSBsYWNqZT!oXBH(oQ^eUY_wBNtHI=AIFJ(Jr_i3bxBotM<8)0+#O?uj7r
z_E`EC7N=Gyz>7|iyQSrBB>@-mT+K$ec304AhBwuk<%1;UC1xJ6kYKxV%_t%0U`?HD
zLG1Bx7suty>$1q^bH!2+N~JPs!9F0%pE7KDd>jIr1A)K*<E9>T7CzqCI9$QL&*-(z
z{j@lx(F*q9y}>_3Mk3I4EH<VIe{#YAJEe{xY!_tHMg5jm)HyJwEyylTPe&DK_~5{7
zypffWILmw`?YF8qNr60z74LU|G+Q1cPU`^8a#Dd1<|`RKw7KB|-dtYb-9mT-nT`W*
zoz6&i>EBq9mu$xt=V#mK3oz2O%F?5{0i)zUR&=f|&P{?$p=yOxwPcth5VgxT=b>ai
zvk`4CHdho)(2ngL!bo~F4>n7)B?=4e<IVeiK~@~^R_HJ=U}GJkL-*+xAU$)bQLo@A
z`yGhLg3E!XrvlC5+@jO8nk_-9iwj(n;f$|uA|pbD=h`}}l`N#+;~fDZWd@u`SQj4?
zMak+sF*@c8_XGXq+o#Hpk2841mqVh#WDA~u(~D?PmR$(kK`J)z^MUdjj|M7}%WHOa
zcwlH`XkdJ}cV!^}W8Qn<7L<0n7|-AwigsvV(0#hFh{N01zy_v-oVnI;ly-Q0bmZoO
zW{N<+md$81ZyxTq^#j_WE8z~gNl4o)B9(;E=;Tm8_@TOO545FTLe+X3aK8RpE51{$
zVSbY-DUk|0x0xB=3_ev?sa|MYByeW9mwS=ZPIkluB7C%;M#i|p45lCM>mTAV?;p^G
zHRb_SNO;5RI+r$<%wEJ_<!5-ak&z)a#d=naO4NZ5{4krjp6I|HhIR{9)gMm9Hotw~
zpUWkaUd4rM!D=ph<m1?c(GM={DIbLKj=eqI?DVS0ymWsb`<H*Z|IPpUZ@BO{H=X&R
zfnEx*yRq~KG88L{iu6de5^kFqW{jEURV}Q8!$Xfdy9Nd$!(-zEgGO~LvFI^6+lQA-
zW?<=oe&}mNQCJ^ySx-+0It~s)gTeVVJ~=!xJ~(7zRiCJWO%2%YpxuQ-cvdr`E#Ia-
z=Vp?#GMlee8*uX5&%gS~SKs~m7k_qpe(~As&;RB>{^zGRFZZ|iU)(+W%`blQ>6>qV
z_rCAzJs5fS&cMax<yT*R_vt5JP#aA|eR6aE^Phcxe{(B{lsrgfQ~9@V-{x{THzFe~
zwE74oxn}`F1V=d|dme^QwjcLcY(|)AYlYw4c3TS~<Vvva7|Y1g;AY4f5E^1o)$Lvb
zu^_j@>G?TJ6jY%7AeH2eUzwf(z$V;++!E0yVUieDVo~|PhJ{;OcDo#LZF*)}>Da*3
z9Q@aIQf-HN$(bp(qqEcclV@j%<W?rLlg{p*oL1RfLb7dg_{Sgqfr2j<EQRnI>~(f&
zhtO+Is>8YIsK2=}7|5X5D%Oj0?CI01o9nX%)~n8qpEHorRPIKzqTuVvvzwc{YjXxk
z8;bGS<562^H;Ah}FG*><yZ$bqrTfBI?W2?G$w`&hPSw0zfW%uSy_-s_hKOg(7-BX{
z?xM&{K`EC+=r-8ED5{Ff6r&~53jcQ{8XzA_aIjbGnZPTOZ@${5(MUx;F}AB>9{vG@
z@<q;>+?HWLsgOoAl|UPV3JZUQ6Cm>{^oUKFlQ{49J{jX0(Gk2N*5zO&Dy3u=NNCkY
znUEUa7masIr$*7)1Q`<4I@KdeiPCK?Rp|2I(EI|aPgrBuvd9Le>~T&D!BlK$*rK3k
zRa0e@9oVAhN(c^K(|a|48s4`suPhfPwBx5=6Jo6BpcWg{@-n-VdCjYc14bqd0MLTg
zB`x&?N2{$hnjA@gG$%A+783Uw$IGgQfj}A=BW~Cb8#4J1%fxzw%bFM+T3nb?^{)#J
zQ5S0Gb*(SV>vv~-L;IXwJ_)s-rURzZT<!+vEDOXzBfy_9rb4lqX;1Hb0T2?1kQge=
z>#DE_oSX?Xp+AGEo|zvgTa_YfyX=>Bux_K}rY6u_di6sC6r{_sOcxW7#QE|U;nu*!
zZGjYG8CK0CmjEVxr+~Z(wkzQ~3Z|m4g?URIyri}qF4B@p=M&zXjg2LB;;pRuTO^)g
z1$IOhU`9L7XNk0H(%Hq9<f{lOf>hi+QxmjTPpHdQ>ScviMf_D7zp^5poJG`4Mq|zn
z*%22+ZPYfV+8$*l=NNq2i;Gh<uCWLLN|7g5xF$BBz)k_<DM_i942G19bEMFtGe+ly
zpABk_xe$E6H@DQ;Rk#&tihKk6`*-(GT+>ijrB+X*lINEf&{!&yt2J9`{S~{rl}b&w
zazIn_i;7PPZFz$(#CHXx%{8<K2yK9Sb|45R6DmX4*m&<$S~_-2-TTCpxrYXyxz)g6
z`ce=zj&EU(_g-(r;`qcgya5nW@#wL$^Gjn<zAtmEHq_@+@Wu(XE30yz?o#w(<%j4p
zm!&H?aJT}8y7S<Y*$_=C<co$ZL8`QYkXeFk1E}31HoKep?Cff=<jxP;YIt<a_rjwv
z%Rq8(Z<iK0Gb>@^@sVNudOY_ExY!S<)PulTXGahSBO^Ad${!T=Qi?$}vY~jQ;h`SV
z9UNbS+Q1yS27dGx)4V-2Ig$4g--&JO>FvXMb@%jl_YQS;n+EB}I>Z~bN_2JiXlRAR
z{A|Ch<;ajuK5n|`l+LwKTnFO1cGwbg1)z%`RYd++n)dAEQq<9i?I+iFy!Ylj7Sh$k
zZt}_X(|`ZlzkK=Z)xZAhzrK5G@B1Tu*U!M^<>l*--{@m87~<^o`sMRa<${0ti$B$M
zX#7|vnSJ~Ai}Q;M+abFh3nAqU2199#k3`)Ae22q6(H%kykR{Jj&RwAez^-^@iSWe2
zCB7ubL~nEx^X(?=@S`GR*j(vNYg;ROhuhP}W%w@Z3(^{`Np*TcbD(XhMSMHHgMjC!
z(EbPaxih#E0(frY?oNXD@Ee#x<usnwf?mian)Tqw!q@;{IkMwE7#0RnkB;<y_~DP}
zhUb@!Ml*kWTs$^D`^0=kyJ{ncl%tw+wAVT=UtJv?HA|-_jjO8@o%v)(j{(N`$7<EW
zvuF3e{>}Gqzx?F(?owpBC=q$-DHOMQOi7~;R;_tdySO@4e<5U+INWYDih=;FSpfnW
z?3>=J*U~#Xi>$|}En9OC!iqtjVj-(k(iaz;_c@XC-Te*GOXy3$3kPUV&FBv7;lw<c
zOIP8#tfhE+<EX^|(`eQdm+9A%@q&M-7$_AnC{8)DosB6l?Bx`FaAzkZ9rq!?M5R)s
zIANKbD}@y@>HD7iU^AJC8>-AOMo0?<2|LOSSZlYL>r|~D9QciA1GtxrEr5#v5mP%u
z`^Rn=YYd(H#qk^B>7zr6CvE%#)LAmaXTwUxuNxU1(|Sp+LTp(;$HymS)7lQJSXbvG
z#-z<ntCY?Jrk&Z*v0+3{FqkhYQD=m6>hN_4Hq(%kRLEdfC-%j+Ebp?ka9W_kLX>QR
z0tHo|r8uhTQ#rB6Od5|CMnKZRxymO-XC}vcy8BX@BBla?pb3g-%5TW#G!m}=DJFJ~
zdPS#mT;{RKb`o*klX%0FJ1^8``&PNPwlR*Y>*-|Dt^*;)nx(W9W>bP@>=5S0q6rX!
z3f3&@veN=<(Wfv#fEKt237ehjsRQs^z!>W;(~P==BMz<c2F)za;dz8Ifg%l7Qk%wG
zBa~=|@_ayUwQS0>R)j5`W<Gx8)j|Bwmnn3P8PRHj5`?j^gt8hN9rynExPs9=I<7sJ
zuo%46QKfL+%r2KwbZo*EU|jTcfL=3jsmBM!)paAbr}}A0FkxtEPEXo=_!D-%#hGYy
zgp9@CC!We<7OsKCFwb$xx0nrW4h+Uf#yJo`FH-{RwL0eNFkzf!lgmpCSozDTYM9m$
zLzFU!qx0Llryn1mo`>ld316rp7udq$T6cG!DOF~0C@aJCMJJ|14roJNNs#xPmT;M_
z+RXu>{%aSE86As~!ts=Bi~H=D(isPFomx=O_;`%D-a#Pz$+Dzg5E*d=n!#^~ME5hr
z3~0fC)dGRMD=omHMw<hwreiZ`E=&+6leivcGpw%x_MR%p@7j_xd2Ohzi@Qv*ssNu|
zmVMR<_bS29$_l@>rEV+eo(l_VxY+64-1-9;5*_LaqnpMkt<gjFyrrd%2bw7QkW_tr
zeGcE1sr`7&Et@I-@gv~P!%2g9G%c$hBkrnx1O3HgKS7(Ep7k{x9vSUNd>NkY<pu^F
zNOxD~<3|tNa(PUKBhg3%Sv}v=H{doNVBzAd2*y~HnV*|CA(-Nx;?7d3*3;Q?ic*|1
z539Jn6Mu65@{fP|r{8?}Q}x|{^2fjY$(KJ%#xusLJiU4P+dun@XZO$Fqpx=zh`f`>
ze|~=c`r}XTZ=bz<@yXLCAHRP6#r5^GFTeP%QE8a%v%h<AcmLw}<jk}_763piole;m
z_I3-{4Cy@P^q2|s*A%BK3PnRyV8EatYrm;#Av_M4Er*(AWPrlMm@v>vVCQ*$Ru_Y-
zVs)N>C_1S<dz7W5eM4K^+{Th|V%vtg>rd|P^XIO+wYYuph@#JdJtUadBA$56{PMhl
zEQ|vNBQ&ueZlktxxdV;b)FnNxC^$(ymKlX#R|a~UDtRo-Xfk7_T&5CcOO<4);^v<$
zl?ajP(DBu(o}V4@dgTj&sxrVx#82fyp^%YbfBV&EZ@>6hN9*PF`SsmxwNb4#tDN@j
zXD%kv1Wm$UXbc05?BnT)#zFE>;l7OL_Itx3YqfNi&RACBn#52sysWP;5GXV};F>tT
z%pNk$?=WH9Pn=npRo*dj>|4eiJ16`>f|SJewh@-F-MxBK2drt!A>EhCnH^BDnwS$L
zuo>!V@h@9z@KvsuK(UBL2xc<pOaHz8<P-I?L^`hpLc?r2E;hFo>Ajj%b(A@K2Zx&`
z+dykRRtQiLS1!l=A3)&ZVoWibJZ2`JY#!Ij)v^fz_V2>#=Eu>ZW%k-@v5R6+_yUUN
z_r;Ed2FuW<v7qoOlv_?(#S$tLWH5tzxNJ8az=SKx$E|uKD35DPdlG|?-a2Lmxp&AI
zhRc%2^n)TEN=xuTRBr%?a0i9x767*_vd$is3|ng_K#Wc%4nQ@KO?M?pE12_F$kQRd
zN0!1q5i-RY)mq?tt)!lcV;{y)Izb)sG6XW5m%Rlzq!phLoesz$Wg8&A80uAxM+|0r
z>$fC-7zv;pj8v&gLKUqa*X7{J$(P=wN`DA;MovM^*W8psTwro)a$J|ZlVhpn{0DR>
zTuk8*R4~tzR0FsaUL5v^BwO^2paKeVWqyGf4C3Z%jBgvJ1CIWXi7~@yLN^LoafrM$
zFkm<!7KNFU5R9wwn&ZPmnl9i3oD~gpYkkWFWKAc&YP;pNR<@vH25AERks+m7%pw$j
zU7C+Uup>her3iWsWLHtCjGaDARG#V#^SHV4bjs7}H1G1EL7vTK3k#UZ<N_{2Qu3v5
zA2g1yiuKbh!SU!+F-5gXRlkP54wL!Q(`%!geZ%*R;3(7<HH*&SMWX;Ey7F*80nbj)
zE*cui*FO_1SQ9oNMki>b#~QoofH%Zb$BLd-sB6#YH#Uqe7-v8Yn0i(3+NOcm&IyK^
zjG-jFfkxvKQ(&8~34WF03W&?0*un%O{j^374HX7V*%7QJa}}m~T%ifJZ3=Fw)hJ}r
z2g(dx%uw9UerkJHg7t7@Y<zafjHzX3EU>LpGuTLtrr0*3v3gj}dHW_R;ll?X2peM4
zn6|j-6wtHa50Vat`$tCx-5o;?DwKFl_H=g;3m!jyjGQ!2XmreYq4AF%XsGD#=_Xuu
zh^P)l#zA8?u#xdeAQ`*WKRAr6qcQd|{p%3(S7T`F`OfZviP)T9G?4y*VP-a<+cQI7
zhbbB7IG)cbVkB^+iDcd^4z9z)gu0&QtCydD^VOex{r212%bVZ)>Mw52?qrpY8_ieG
zKK|~@ukY_(zLRV3`-6Vh&%n*i&6`i&)GPJR-+Xa;boT1yn^x=c<mgsCReU=x7*{T}
z)E5VzW}i&+fI(oEry-lB0rQbVFq{9x?u;%X+Ggztq!%kS9}M$W5FCjfW;I%A!85t}
zb)>hO5BZD{E8wN2P%I<+jht6=U>YC`v|XMWF*YzJaI<fKH2-PsgU4di6HGolKX!7#
zCbYHeUKQpR?HC;>7B_7)wxKy70UtZ@4q#~en)bBEQ%HaO!H-VP>gN{?P>MtT`nrC0
zhA7ii4Fx63)l{XLRiDLz)oN8VWnG*f@hef*1SC(6D@<IqIzLwY*^4K4_h*+^&5N6}
z)64VwCr?y?A)U+&g8JY+&v1TO^PIV&tvo}^a+p3@IBe9?rzgd9sN_naj|iF^Xuz01
zF<4xi7XO=nYlqMcfYs651;Wu8&Bfjc#;r|!jKYm=0-y0g`Bc7$CCFiQD7rz0NE|3N
zN@pB65i?6P1n071UdcT?m0!rW_~D-3FnET9n#-jOcsjp4<^M;L9Vj>5T}PC0wd}@M
z<q^D3?dg=z!$VO`hJQT4n#wZbBjFMxfzSjSx$dO{s?E~z`BCGj>AjJI^fan%M0=tR
zc!ktyf?)u;^#ra!9Pu(KL<%g-c1YY?*Eqesx6mT6vjZ=I)08s~D|C<*8(e{!;1hLX
zQig~mqAJKrIkl8IB3^BNBvPX%C)znAtG|m4>|Et@W^q?akF24Z&Bpu))@u`#(p(q(
zO?+JI!(dFHOJ+eb@QPLkm0^<tL4)!`WhjhVUBz4}ab<c52I}BUWRjjX>U(!{*{mV8
z4*DffbhJo4SJXFc#DEnKqX48KL~LkQdF%nf*LNkH1Wy!<Z5--W(eA~W31tA{BECQh
zO>u^5s3yjYQI0q+f1(co0fmC$*h7v@%fG-la|=io3>Y?ScVlBNW-50KAjEMZ(|GdL
z#sO5@n|o?RVI@WCuoJUTdwKxNI?~#chis;a5;S68To??*GDFjcwy`W7sSXY!<dcCs
z!#7wZdSrMs%!LY+nuoBlO=FGR0elfcshP=(OrINT<6|Z`M|_GZ9Y979l$0IcMFnTn
z-Ahx8WRQDZtS?`Gdj0g1mv6q#mun_GCNpIMrS4b^6%xzWN#!6z7c&^{3q%n{<vvxD
zTddR)$sC)Z10}P<{i_=;40Z@#9t|ejI5vbBf<Bx#(AQ&D111L!Jv-5yA2HNIgh^M%
zQ!X;v0W)*cu&3z9qE0IqLp7Kin&+{d)ZO99Jh?<HaW+t(rk;f)#^yn$k}i};!mc!K
zOz=CG-v9jV$FDwpQ7C0O6;3X$%;j-ivBSB|siDAEyDA8{keJ(I|FDWJH%E|aB3CG*
zyl`2tSyy+T_vni1dfZ`JqdKlwbSM%T@U9s`Og=|jx=#aj6BDuCFjffSLTinD@WBTU
z9)8$IS5#fm(=#zWv$VCxre~P8zokv`d~tmNW<5RKL&4vL1dEP21B(kNvf;?Y*jTK$
zU#c^PA`7O1#TCX=mCdtI>$({w3ToIF^-N^MP4Wc=KFzC(=Z4vR{Ose;KKb&?&%aZ)
zUC5L!&#pfG`0ds4=_en*dDoZW_s9QEo`KIk{rs~xU$A(+eE$0S{6_V}#l_v_#ck>^
zZ7$Hps(~yS#*fa<9!#}q6oNKA9bE&x{UPrX8M0Y+TT+E;x2FP$6UD8}u5b-=!coh4
zW9J!)qfG<cvK_Nwwi*IaghjV~_7mEM{hOU2>otCyGGTuoiS!4`!yOE>5Xk<i?ye4P
zR9xb!X;>P>f2^Kzjsk#|e)JbNiRYP^7=;Q-CF<TDQSUIhX@<#OT**Ob&bOz3@ZiJS
zyVGaSE;zUv`o4||x3`Ux<9wycCAyo+?C9avU2phNHg8n7v5fvI)PkLyl$pVd?bf27
zFD5U-q{!0ASxr^``Q^#wmASw<u<hdNM9C`qR;`h*)%{6M?al7~W;z>ZyhnnW{8+E2
zs<kBORml6pe7T%0<kQqz_pRfTCaTSt$Z{nGRA^iETDrv)-S5QBrgIj9X}Z>|l(p^~
z1a;B8xH|skyUz?53JE@l`5>OkCY^t9IGI!pr4wNz3;+ouF}breqlqGs54WM9TD^oQ
zlS(x>4`^K9nBU%0O}~Ls<HX}P13NXxa^iTmd%Md@Gvps>xJW!0$w$feMf24t3i*hp
zWs4cj6~@7&asrh|l0m2m=<e_Bfo7OtxXrl%!LhliG4oy&OTZ73c;p+1oeQO>uP@kP
ztojNc=B4|WKzu78(Td;RbHZ1PbFmN|3<HDMeAlHNQ+!U&P-yiJMmRtrbhYb8HPX6m
z6vSy@2Sd~?^q-P)hS<jZZEy*Pj@M;DJk=T06gr-37FtnHp{JdvON9mP1x?`9=yX6A
zUWn};(zW%cM&W!EgdxSWEr>3H#yoUjU^+=tii?!Uo~WFc!8FPn7$Lcv=KyR4?Pg?<
zaZFYP596!DHRlb%(z<6IHxvYw*)<Rtv3a^2Eamtt1R!4}30^u>k(U)8@I<mq*}ViT
zq;)e2%dxaMZ-h5}SQ2zU&`KhZB71%o0uJ_jU9TV|atC6YG#5M6yh|v^nL-@|S@4f*
zh=#=guI!xu#|c7)`&7tRkl@CeKK|h7ByY71eiXDR${l=CEQzb^Oije#>qBbz{LI24
z6aFyh7Ut~OX*lx5C2XFALio5Bm)qT3Sv4NzTI<VizdyaaSy<g#UZ>KUdG2FHvaeyt
z3x;wjQjs^@*_Yh$Suf2`hWVaqV!~7{<-#ci(d?(D03g%kEB!d?-jAzD4b4={QS);o
z-_R_#Bk&mf`F0J&ef_{rFQU~2;|w@p_qj-9g4fR}_b1LQ)P`YOAO){%&CI!|u&K~j
zlmv{TZq};?)aFVxK@{J>Tp{P;1RcxeGQknr)PJZ=BKQdoQk)o>O!DZsd3<()&b4jv
zj_L29QEb5>n3oi_`88xr+XUsXtE;c8yPIV&Iy&N3JUTo=No3Xl$$2#<xUd#|m1YNr
zjoyaXqg{_WMpeH|&wcRY4}$fJNZH@5?2CCm5}lk|UbVMIbTM}svHj7*hsHW~b$9mk
z_P}9uPO(RKY2QlfWFVxMmLYwg2+Y>i)9dJdm~bJY4)3z(@d}2b$b``Z+KLMKT%%ZM
zDEfHz<oVZM{k&Fg*%6j<mD|gwZ(e^@$``-+>brMx?R@}rK#RYB(C_*gkOltoi*L(?
z>T&bTFo<UJ;^O@J+5MCFj%mWm9t7=a7W*BKyT~6J|7@5BY?(T`#F}i7!c-A^XC#z;
z{njd#kp5_=&o(c$&HG{7%XEO@md&x`A-Hr9+9k=?xTS?w!|5rv6E5BP#Tj#30W5b}
zgPV~KwpwV4$=KN9G95|@m1V)rUpih2Zp<A}pO_Lb<iDpSZ+TAYgYHurSvI?yOm4H>
ztDod-=TsHJHX7~0!w3B2x3|ZBotd)TDm3fqljB?}t=4{54_Kp?Y19-ASsB(d={*pO
zTfR{*v>JKL6?v|8T=5GAd-3At?(U*qFI1~0(*+P^40pQ{zj1utltA=@yj%PY@xz@u
zFjmb<1j<oXstGCidOcmOB$<d2U;1649qL{|5VM%b77onsmd7krQhLd<im4L2mKt!#
z!g6wU)NECOs8TtLd?TdZ-d{g`e)s0>$3U7aSiV%Kh*_qjzc-9z5?wUwhpioT27RH7
zj21F%NaVpSvR1Fu8nx@YYomX3(jM#cr?DPYU{}L2y&UONFInP1_xoO{K$$guQhQq(
z5OR!0QqnyEFwm|bC3^%-7PMfhXk&YV1IAEE#FQy@Qa*MutVx6wgBDorKZBuWb_&*_
zi82FI_(UgM6-trP=_I<8bcvwgy&oGHBJ^0B=%=_WN+rg~(ZNEZnw;VoSK=KiDV@gO
zNh^><_lco%^D)>PX0wvwH(YdV&Q@Cvu0VXTDRMqDZnZt+VuL(OK!8##p@F&Si8eKb
zUv=587A%?u(`;GJH#{Da3;T_EvZ=!fz5S|{NSwidKR=_<t5Pys>Y$?56;;=s4TQ52
z6Ciie?@($g!~($rcN+7!LMP?M3$vf;xl);kKIIP%Q%D7F@yt@9Bf|sGARG%bpl~!<
zIeX0HPOL$E#y5w#km3oGO4=t)QAhd#b4cg$v8mm?q`rAPa(F)hT8K%`YTWV~UW{+t
z|MP?+ifn@jsVKQk%$tFZQ<I9;eGW9kdA@!hVQBJSo-t^0ZBe5OMDHa)XvjA3Mls-x
zSggz>>4o^jX#biwqI}>655ekYapF+7cG4_fyF0U9Zgy4%K`mM1=nDUdgS&b1qIrCZ
zEtkSjuJQE6(`vm!s&rRjb%-A-WH~hXdOL1T26{O;Gd1pg*|mY-I*SF5<*VTVPsR9c
zT&!y#scQpnCve8om@8k0HTSr+l|ms*H?RxH6?49=M0w|g?Fy=iMMv<5Ocsk6(Dhv%
z|8||^VCpt$c65|8E;#e&msV#?xLsw*o2pdGAHRNu+Jd*1mN$|)ZnnB;1DdOKbiT0_
z$EVUIclI;Km-mHIg%B?v&^m4*?vRr(kpc%0S0l-UsRY~GK3X)>Xe27^$OJz!%;rDn
zo7M5~p#WxIU!=R6#jBqw00tfzjdJtN&nt3a<q(t%!A0ALM~@$estTt02wPV#t@&|h
zcP|ZbW*SH%HTL!oV8kdKk;tGz33u9#M-L?>NuPvWyfiT9N<owQfM(`b2FaE(?~BXK
zve5Uq3b?IJhd?XMDR+az4pKW?@lx@qRy~oXeEIUtXP<n{Z{lvzsx_IuzW)4+LOS`I
zKmQN!`ZE0f_}|Gh@Z`z!pZ!$DL{+5@>(}M=^AnWH@#*f?&f<*C-(qaSjbPDNUdDNB
zBoYjqlhN*u$HRk>{yyL<?5}t)gEJL1ZJb4HoL+<s30atE+hsaGhcLIwC{bsg0M*Qc
zleuC2a(AHPFpFTYrJfi?EWr%kflgUk4pK&F?1a8No3b&ci|}Cd3na!HMmI9(73gy7
zr(?1^*eo(o5#w@MyIn%t+R;(2(a2IKJuL$;<?-VB<nGDE#Z~M4qJDjSbaUOfxF~A?
z1ADZd-dxv;`8}QUfgD<xNGA<yOkk)ekDOYBLW~wdOjy!rY?TgX{b0a=C9Pkkbt|`T
zw2H@PM@MI^=5d7;zf>(Wn#E=-ps!*fVXEWtsWFs_iVh9nuGg|OP)@V`Lv+uqx+a!;
zm0ai7m-#}LSHF2wRMi##K|M_9&{z<`ucGryX~_adT5r~#zj*fi<qHlpel1ZwGKOI&
zmNjTZPl6Pc9wl9no|ettoF<j;Yvw?0q6O9nKb%rxa?8tVV7CCs774Y<JQlP|MXv}(
z#hx&&@TP)H-f#d+a^YZqi<vE(-d$OqO|r7+cH7_07W9`JdZRAQpKPnbwu$x$!h4#l
znB-ZzkN^Nf+eQ^6=>WH8IcE-N+OidVT$l$?30vj<&!}YC!X??)Yt!`r%d2`=tw%^v
zX9Kk0T?fg2;K9HO;YZD2kdcu?ASFZ-r00Opv>8BXIEttX2JR6X)Pvftu9~xw+9_ax
z#v_9x1AV|1zN75~Tcq}i#o;TC>ow_0XIJ(_odwYil!}f<FiawueqMJL6Iv`b>Lu9R
z6QNZV48*c=k+GwN*)~Dwl2{b>T%K<aom^s$vF>|IyhF4zSxCk<BX?AQ;<&tL02OS7
zuY8H%)iyB_z8b!0rb$3@SpyP$NZN?i%*KJc75s28T`t+?#7I}|Hu8;)%{>kPc$d<(
z5UlqkRGKObNlyfd=E24gdbM#{S{fM~l6<6t#klQtObqjRs`3lTWqT&yH4XMGZR%9L
zT(MMB-WM7YW@pBu<6a4+w!gn8L<orr>+#MJK!5PL5ywR#h=Ph0Fh^1`o)iG4_A*}u
zNiam`)XnLgSfQsY`g{8P{^%HlDcMu#jmP)+w~rq0f@#6K`Sc}%ITFd}t{jocpiu%;
z`}SYr%zK1DJ39%WYOPjjoE@aZO!Qp%>E*S}wM;%I;N!vPSLdO(d2U93K1-ABgV2CC
z?(T-Aiz!xE*+47#Pah}<&-=Qj`~`an;_c@+&s`hgZxFGJWJ}9jY7477iz}OcP%VCY
zB9CzE2AeCW1|KR{u_G#!@~nB;VhNRM59#tn!{TqzSi;?CIu0&Iu<`NHLFj03!0V2U
zP4;y45D)Bad;3E5SKvBb)hotE#7Kzt$~+>hh64)lM}{9gdeG7FXmFsf(}>63K8VYA
z(^vw}57LcA$JJc)4Guqi^iVgx{VZ=T&pp;U9#0qni87;RB8I(T$Zb5de9agi874h0
zudBz$w%hPP!nRUAK^H!OJ8cA3wxqd;hVts=m)T^2NOHKldvS99^yb-DpFv-lzx~_)
z`cAIB?+^N&J_D*Gu5a$Y|NhSvlvB6Pj<tJzd;8?o>Di?ykw6u{MzC;1r%=_t-Zp*g
z2fl!Ig@QAKL;90N5jFPphhz|tM8zQ0$TQ;0*H)l1MKo^R(I}I^XjngZQuRzBLsXaR
zm|#yBlZP^^NWH4RnWJji?S>!L4K+Jug_VDtut3jD438K|HX(l}>^L`XJsDXLuD9xW
zSeOm1+rVTH_U~X3H>gqL{odYcxpYt}9jvUnn@qAH{pd%3#1mz(<N2kzjScR4^Bm94
zD|)xETTEF;t!%TEX&ni@D@08z&V-k=ezDWbLKZ7L>S}pR_9>aKt>mF~Vw72>)>4p`
zt2WDL7cEr}=a)xkm#tD&`>0ZVT@w|(7QwWi+&)Zh!FY5`-uqHH?KkKz?ex?=zHb$;
zMn;;Ac64@<$)`aeO{xS?ZL2>Z95jvvx7n1_#ClzL16sB;G_w7tb7?lPcJG#|3l01n
z$v7?;HE;vERYT%3eaI@GWrq`@Ozeh9+-%0mh!Sy?U$U9tip5dQ8k<bpRKMk6%KSO}
zm2&XZnc@VJ1*iRzl;ZUEn)P=^Eymu#4%Vy8^Is6>${wZ?q~uZP+6?G0Bgxu64JWvD
zyDuY>tj;a~B8$2<))~K<fVEauWJsB4l&~W@ErO_2qEZkd*8*wkXQ2^#i)#n51AcfC
z&8I4lFq_a1T1?fX(hm^^3>cA)>X&c`$+%&chh|#tS)!L*iPMwQR3#pG^lDq841^0g
ziL$QG68ZvIkB?6I!%xpnc)sD5O0jU{)LXwxr7$N6E9ITf&oJK1#Ks_r*=bs#_aiK@
zs-1)M7jTS#z=kRFLF2<{Fqnljoa32^fv6j+VIqu|GlvHDffItLIzO#{b#I5`J-Cp<
z49a=+r4b$~CxT`NsSv~jKOK(m3lc4pPRU(R31J~PhpS4b71OwZd~7=)A7+VJ%eKcs
z2W!%-34l}h#|5pn-c#t)_m1RfMs0X}ZDXn}xX35OVMbs%Iw<AQ-#7~5H_rgD%CRqw
zhoYp2qoE9FCZ}TgP+-z;?iGq(m4A{@Rj5#e;Y#R~$La7O8Rji;CoC?gR$X895eG+>
z`AL{VxX3Z;%22i;PJMcIYS5}LwTmB?CH6sR{&6y)WiTGf!X0s}X%lS-C?6fcOWufY
z0pym`@?Xf=3^IUWW^V59kx>WPA_pKD7b3oYdVg|pW*7k5WG;^ePjcUZ6yctxGS?4c
zwC3jBs;F-|btb0f4fi1A`*^`Hh!NR^<J#QG=sd%Pn&pwrmw5R+fL&lo<}_VdSywDm
zJ51+lt)`ct@cOvb*zyTfn)UOm)3#ok;>vKT_~oD^Qfw{kYVAk5dpZXPdvIXTS9j;5
zzV0q9A81BoD19G-l2o)07IF!tJ+pK6$-<0%eFLEuV|)~r(>2kDJL~S$y!zmw#;;Co
z`Y1CuUKV^;kyq>N?jt60-81<jyF4ZQrZ7YO7r-__yj%=5gC@ZGLjWu?s)fYxsR`7X
z>X>B4J~te<eiHnikENI|D=%spJd`LtxqUq|F)i(Ea>gewKYjh;%@=PzFQl@+|HuFS
zPA|jn5B{Az1INb%xVvw^{bjv+l#Hji%fI{f=PzD;UaqwES+4aAEv>S_xbM2n_H=b9
zqU`GI?&t_6P5=z)trgh_F!v=JAsxs9_oI;!k0(IzeojnArl!W*i5ngRU(hi(eD;8;
z>F7Y;qv;qyDu&;1mq0VYS5^=A{V+y)byE{QUww3Jh?Bp)>l+)2D17Z79YcDMFU@Zr
zj!s0PB+Hrc*raAomasvJWPlLuanc~oUMOVPfTMy|wYfezHu6V5{t+*Vs;=vM74|jO
z`s1VWH6HA&u4nc9q!flfo?w==o2~*#c(e2KkYv2NIr4-DsohFFb9`JlKdZj__{r^!
zD7;8k_4uMGW>&1>xJ>SD>5G8b3Vys9#!afTpwOk$X3w$rOV@4Xv-`@jYIW6QRemr;
zR-qs!xa+N|#Fx_qGTH29C+UV35gb=Kmtw4fg&-eIq59;nZq#9%^6QrfjaBoERN_lG
zX5c8tSg9AAC%WsYKkjz>nH(W9RH;*7QW;q=MmPgh7S`4mybz`+RFCci*2p7?FJhj_
z<X#xG)GTM*BJ+t_Et|{in@I%BfQ5`?(wC~;pddCg<rs=4DvffnS~TZT<%N}#WMvh^
zSlYI8-2(~Ml~IZQC5en+#%{Z?<~YzK)_1UM`-fq{n~zzTL!>=e%?<AhJ^5i$vm~Z;
z;rw)e&m+7Ljsm-dW>ABVPO?4{?^wCaoy^I5mh%=;>zk3t>2xBbGYk@1U)FmTs^(d=
z?HqX3C&%Sy7Z=n=1P>ymspG+q^l>SSM<ak4%w0!E$2z7gC?_W;0ushv?Xr_C&9z5@
zhm;)T1P2C$6lNyQVAB9X_BKi!07;@!OW<$YVk-<rew>y~(PNGTW2XnDKu6*y`~Y0J
z{0)(0evj{}a$R9_n~4tZX!M_o;+(AikW8CIngzX(KTri%RdA$hvf7V3HjW?^7Q7@#
z;24E87iU8~g|XhwlBxom9$oh0E$vK<K!H*(9JF&1p|UZJ&&DR;H|-Fk!v+S))+o2f
zjs|xa9nySl>0`_^*4v8jubnGk+GBXrK}`0|8OVBpA%7UPD6okMWCP0OGG=au60W@i
zZa1!bIMch*mzJja6>>f);wN;bmERMBKmqU3p690hc)41!X8_T}2iW5ec?HOhdk2WJ
zl3f<`mQ3QDAUD*ni^I6*be0XQxV9m|VK=wn0T<VotJ}MmPoF=1@eI$HF)C<d^OB+S
z^2UD5*Mnk)*u!i}yh@t79CfsY<Fn_(M3EOM&+&wlt@R58@~QD!0AmNqVtaCB=!v6B
zyU*?H#FOb9V7ausNmy2f;r;Au)Zale*I4`@UaGP01#B6%Jo}*NmU$vRKKwt*OX=@W
zTXeLy1au!g_;9elPv@K4?5HBI;Q_p&tH>MniI6Nu$HSm5Zb+hlAMEPx5k$1Ffydmn
zS-BoRe$?UrA3g5s@%x8;12EN8zpDI*2K&gP$K8W6kg;iG+GterQM|FA<5Bjp-PAg2
z@2zFu=R<Lzg$_odh(K=)H7CyuaFOWEG+A2WIy6*WWEibjtT#@cK6xcx932^D1ukUr
zZ(e@#_S3gFXRWhV>tFu)|9&Tz-}eXoPM-nfyyV^&pMUfG$?Mc%E}PUQdiLhCZ}PeN
z+LA6FYMzBr=X1YXdFSKD{e68MkNkVE<8g<ta4;ed$T(9ZCTxmWAl%iNyKL7(9!JS}
zn8Mm`_d7VyYs1APgU~Pp){bp-)SqL(Vsr|m_v93^TyOp4aAe56!Xmo9K_cNa7(}OI
zyYXT~EAD!p^M&~s8<_qf`5@0H8fl9@H5*%8nH?P+P+__s-z2e#n`?3~Cox}4sl2du
zTju`lAN*Uw*|X=@Z{EJTyg6m0*F1lIR=d19e){bC`LmmgixVaG`J%Rm!%%!$J~VI0
ztVZ(_X^vOd_0zM;{gd;{i^h}t%coB+dH7Gy>lZht#V}mE;E~1>ot@R0*iDBF(qW4{
zxu=WOF1%Jrn}QfhEeeOZe4AU_M|LGzM-^zNJy|=U3WL#0N^xgLt3PWDQ<NxT;JyGb
zGlTerr3({5?AsEgDwGU2N>pprOiuW*Sgz)I?6*ias#eJ_2irgt&OuZY@HiweCsm)J
z29`pLMJDt`uowY*cB>jK6!n9GNV!_AC_C=QTgTO8dKXv5KF9yBNH)(?lQOVU-#)k#
z+Q1M9Zpfu-5%E>178vjKk1?Bp1?HH{kPEjphAp{c&%qvZ3$%#<!e<yr7Ibe1a)y8y
zKd{gm)vX|bm}8uQ-~h%9$pcL>K5^qX6`&6Gitin%#e0Um5@i!R3^5IX+ogF#7HhVu
z4R&=QKC85qpe;vQ#V2>RC|(P$JDUprC13{!Vs@eaP<sK0Wz32uPC^-<nw0)Sc3`bC
z*^F+MLawMcRU5-D)B8+xaXM6whFS@MNA~zFgRo<GK65EG4F_RT^wQLZ`IsVjDP49g
zXaqG8{9S^FasWs}Bv?=hS0p--y$)<~ehS`X^>I)fU;fiG7$2e89$Ugf&$We&f|m|)
zc`_0kG~UoyVKfq8V{D@37-T}JfnF3+_-#GBjVa1&;2J^M`B|qfP;pa+C=t0()|;@^
z=y1R6q%RYXo^N94d!ajyL||qd9+c(BXD}l%A0y6e+Cq!kBX_nZ^Kkr+P!N6ly~yCe
zP-n+SXdCYt8VqB|Ra5Q9^?!vnSCgxjmr3H@9#3Lu0NZ0gv*{4gr5KWo1H=*@E{L+2
z<xna;eR_X;cbCbPNLdcHSSev?S;F|H<m><-pJPB?ySsd!3Rl|Q6q$l4swvcQetRdh
z-FX;k^5)6i-OE>3w|87^-VBr|6qz=N_8`GX%EbhTOAtsFgQN^>4u_+Q<cj2pAEZiE
z&3-40Wb9{IXo_08jjdfGR=ThetVDlYlcRJ1Hn1HXU5aBUya$PFwQ(9hOl!b(Dgus7
zl^ttv3+x+|CMzz9tk`5jA}KQ5uZB$;0cU07%3p@YeDu+S?k@Y^&amelix}GI)6rk=
z7t131hlsJj1vE4~)Njip^hnpII1CI&9(AJ2ObeQX!FqanA9r+q^wEc+>^|_`kb&$G
zdXjnR9~c0m$c#9%&h8%G-hrWrY!%K8*!H)cgv$@nwy?~aEBm=g`sDQ!E#5hZPtPye
zRXANpW9bt|S;$w;POpfMqXWaSu`!lGJvaAP_dor~&zbT+|Mbnj{Gb2wPA|jn5B{Az
z1Etc&{nhoW7q8#G`I0w?0mFE}=g&ULrVC^ZbwFgl-OV*$Wg8f>V~_b1y*RKA>@_c^
zF&5}333OgxcLTw+;h`RLStQM6szOeBM)~35<fQ5vUttr+rmgh7!Gth4K5l^Q7-qwk
zUkr)|Oy{4?xYvxTWQ;{Ehny`|A4{A0u(%Pq8}Vm0q2b})#l>lB6W_SSJ*;)~9=Wf@
z*^#k9<PwXAj@FE!iicaYHU_HD1go!na`fSY4{3at*Ug5$ua?R$>Z{FYoU7#O=H&AF
ztXfA^m5)zZw)_<%`fjtyHMNblx;(GlUN_kFUw`uK>9d=w>$7Li?-aM5UNr8XqM;hW
z@pV$>QBNup%p4vaH%?9)mp8}BEMCZ+)>xU%Tvms}fx$)waLZR_Gx2=(pw*PAtOaL&
zT}DcJTSLBGc@X$iPZ$miN-1HW0B)P6i~`yQ%oKQ8coA7i1>S%ez*DKKtIS)tSg;P$
z2Yhkad`9e%Q;re`eWi11sI|PV*=sA<Hw%)vO9L32i64op>QUFR2ZP~@4&)&HtmfEk
z-rucl$vo!biYfMX#Uey9me;quEALQG`wDQ|JZYW4uGbfSlgt=@%s_5M+R^(CTv^v}
zQ^8v$%t%j?l9-C^+Ws%iX$1&)dvmK$E>vpeU}p*e1pTmFNqW6jKt7~P=#CE!B@0&Z
zRKh^RFd+z=2a+-52MSB!$%<kMy-d;>G38xhxDo{itwgo-z%>RZ9TyNCV@nLpghT-E
zt=Wd^1j~8MxSa99-tIMhb+bxYSEyjF(4oFQS2?#ZLYO^?sXi*WXYSR?QZzCEys;-)
zaP@zU4h^Ub@EcZszAsH&D&H|-4rF&{l^NdX0$@qN5cVOx>9OArJ@`wzMszPuL5YSR
z8N9{F1R{c7_8O^#2G$iPS<sS_&zEHff;;5yL;GMtkW0R*un5C|&yNzh+$P@8hXHR*
zPdd8bd^5d%evX;SOC#b!hH=oU?J&hl0XFTaqYedGrL`ao8Eiv{v5^rJb#OqbR*pue
zZIdG7vwH5s@PbL;YBVxn*Ts{D)bsp)gBB0?xDB3l(+E4b4slA1Oa?x?6gZvoC4?|5
zSG8OwpJ&ODK?a_i$rTD9wUg;ADM9|^?U$|7%loI#6yS3cp`Yv=)XuYzx~3c#VVY@h
zYkN-xnGY24mCcwi==v!UIL(NMZ4zo$h@HlnyC8SAo;`m`KF{a!aHv)*Oq>E?J-=M;
z0e$6iW-t1{*x$&&@}WVlT?XLQ)X(TrC|4U-*VoV&!4{0fmigMGkZ3vPF}sYQ4m%wF
zJq#GTpe+yr%|=4~MZR3$!)PaHbcN`I(8Ee9TfBSr#N;xHu<{ZR%P(x{_{8|i`jUwE
zz(7B;68;O2Y-j*{>gejWdEvB#wU{}C(ZMa3mK(3RSkka|79>SmT`GjB@#bPHlIZua
z(Gg+Q0Yf5(RONSen8!U1SxtTTu%mw{($&-5KhOtlft-O_3#Ls)Zk+>~9;YV#Ac1mt
zm|u*OgcW3g3k;9#$`QB>Q^Xe+5c0}~yqsG<XbeBA8BQg#m108^<OqlV__&x#IbS+I
zzWUYozfvFbvu}U)-~Q`+<?)@wAMf@-vuiwk^6bgovoGF$(`>X%Ogm)KPNwbg7mW5<
zT*YhQv()?48ZBJK!w){}e%#UZ*!R{KktOq^VYOd<{GFXJ+1Tjd*ysRsgwueOP~X1V
zOU8dq8*DM!H`wR?Mnq_vHUYZ6=(zGCt$oS_#)H%`p*Lude73r^4pZ6tGe3-u4$C=C
z#$vj7?75>7-GYl+)7w7+bg5p~R>AZI!YwY#ypQPkQtg$(&*Tmkmgd|P2`eGlv^pP~
z9RA=(e^{<&FK=7t*GK$X&7+d3I%3~Q2zp$hm<7P<&0?cfI6bdkFyvn~xWZb^?A`70
z=`q_+Mm_%1XO~Z(UcP$$^7GH%+}vNJ3yFM57%)L+6o=F`!5QTjzm`Ao64ho=3X*xA
z$6n3F(Gfzd=-<lru}`VwW;(UmY-YXFTGh|$Kw3$qw!uh~2KVBtekt=uf&pO0YL{x&
zWVqF*;V6i!R4tWjWw<MmNpkyFY9+gT9<cpnTt+M*RF+L>ZMFU|yuoaVv{p&;I`{I0
z45iW&2AxM`eR8j=kUzu+ya&QcFx4j#vWI)pj%w2|U<U^q=@eN9wYasiK2KWU(b@~9
z>G^yq(>Q80Ps9yQ{5zFN!^YOrJ%*nk6eXwUm-h}cmKbn=fXMX{);KG)&UEbu;UD7?
zR&)X|o*kVYnV300Gr@K)&j`t2x-9X2+S1^WeE4930(|%djl=Cr{n7oUUc+C7L?tzo
z=_?HI;Uj`^W;~6jf;06i;Ct|~xB<)#q6k@}#biOr<%I6aE^`U-QL69Ra?FOFn}V`H
zxd5^P6M|)!ilJ`A1iT%9O?(nmU;_76EG`P%WjwK7-UT9JG!lW9`~_()7{&SUcDCbN
zYxGSXtuWFQ%n2dFh$--TFj(&4An{3W3LqrE@=6&iuiwEdFU)%d?_bTD8aGp?IU1+E
ze>fE$UpL@jWeKQ*kpNZ7niJu@fhEW*&U|1JQ^hW)ibCN8EN2HqSmbK+HStyDz0_;A
z23T+Gh#Y2f#jto!M1x!!;{+HF+!sBLA~+EhPe2leH{UjC3*teLp4}TJ@?zE~Vtu_`
zJ~fwUI+wv{)9+jkF08DSODZw0{>!+E_ADM(AtSm^6bpyOqGNLM=L!m5YV8t(1GS}|
ziZK+}S=oqtFuo|6HX2*I*P4OO(ibQ;K@p(t=vY%9KFzZV3vYWEk_sooGbWv2+-JK2
z7r34EHazSQN9v!A4QP!3A5i|nqPeiTCi3}`mvE1eL`6o^d7V`pqg`1@AHc(F8xWpX
zQ+Og@N@~nxb4znm`E=6DXLt~5$B9(VU{RpUmJF(_RGZT?^P;{I$D9KsODV;^{ytVK
zn+qqjt7kxg&d^}bK!2CBWGfngSYKCfZ`Vf;KI8x>Rm=k0BsOw@NJUW`YPG5&G9RzI
zCj%Ii)Pu}YB@tn;?;B}P!`83|&bbwPEx|@HB{$m#kGcki$NuO?e*}F6+wIbPe}Av3
zUL?iGk3%~vDh&ohjN!g)v}qC3)2e94g90%zWfZp?zOG&d1&amrs3b@sp-mC@S9~|I
zvl)-F9t;ih@Z#l<YOUMrXWxDE-9UH8U;No${_}tTAMf@${Ql_Q#WQe!fB*dX%bUyF
zZ-4Uh<D+wQeTbqj%mvGRaH($DRr!hv<``jydN+Wz^U<Rp&=;sQ(ANu`87|hzKhWE0
zIa41U>bvw4TA*fB^9=@f!muWpVH#6N${2VNI5B%ESsOXTITMC#SBZ?{(P6WJmR1({
zhAoGdHf%NyZG2o~r?P35+C#S>w|-qw{;gu)Hj#ohF*!6pJBrOfw$L=C^Yk{TnzzMV
z-&#e^knr$tJTFtR(Legb|E*NbJ^T3X^x~*-RIIo1`^nv{{mtXEmVBZbt7<KKd|K7W
zY68*q?UBX_km>cuHy7u%MxBo<eQ{ZbpcGToYq_IV1x<92-hcYy>g=q>j#aIN*yG6=
z9dQ5b;^^k~-0UI4fb`y*ZKPMf8G@72ky(EGtLx_Vb+b^wm915)l9d^1sm!L**LpJx
z;V3NU($`?dZPl)ipg$(J<9oO#Tgyzw?fig)*McL`hy@}n?kD2b=YwPr8QX}<W8$r2
zyj-nTFEMfLn8G8*XpBL-`wMjtT5b2Y5rB9zvCTrksxB^XaoIyamCNwZX7X?wdZe*X
zQNhAenKT5`vW<C%V*B&VW7TG@2nsr14vFa;*J7IR&X%kh>?=uu^B{5&MzC1zQB%x#
zgfB%3#syk6mR%A)Epq|Y-2zeI5MtH(2#3(xycV#*Nk!rUL^rnAbbNskE*>b$<E`4-
zy)@plFey<5WB9L>p0NxGJZ3XSiHDI%NHY`}&`zDf{6HoU8fp}F0l7v-`ndYxE2glC
zi3lY})xJgr{q_V;8;N#Ln0LN~TL5W*vDo++?pEYbTR)rp+>}8)LB!--asbd}Xy%$=
zP75}CE_v^Y@ys9?34zcLPvGYj8`n8M!oU{(9DbXLF?V?qUzX5a4g@;R7>#lZ)yxMa
zkgNjBux9T;uoITR5{GHvyW5#m8p_50FjeBUoIs$95sbj6<^eCqSH|b1vLFn<rbn(Q
z=v#9Yot_=DUrES9xNJMcQdt28aOyvO*&;*aCIXnYTLj_w<A)C(Km0H{s(xWiT|8d_
zy%Hbj&4Zm-DK=5&gwW18Iaw%`)GrA1$&32F+da6SaE8Hx$VtsH4EA(b`CKR#V$Q>6
z2>?F1x)E19ukjrZPB{*2DysJ&rRAQMO{ZgP-`<V4sjzK~R<T$y*c!%k%VK>`r1B7$
zC@IVR`qm*BluD@}-e;vSvWn{u<p=l6TYzdzgj!i;Es<uJ9HGB~-ahxUa<%4cXmoe*
zfpiRRd`)Y!SYW(eqg5vP`V=(JD+ZRE*wXB=x$7~^gXy$UVmk4HFV9DhWo6RLWi#%N
zfe*&i3AZE*W~z^jPw`Aa_g)?L8+V##X5C8zoQaLOeYwF7Fnvvob#*=VCad*^9dg9|
zR|GWTF1njMOu|}(LJ}drZfII%*8s0!BmMl)*G%{lnI=SlU=n-uxFd8V#-e6Q;<!3G
zHBj^$XzpVi7#ft398sXJVms&@0eT5b`aex*?#wDUe1)kJfHOa>Z`|6}9yVM}EA(X=
zrsrW1G|M;SYW0s{<svpaqr8f(O7oj9etLg>*ZuhMU;X7@|BruukG|eT`0@UjKYsbL
zQK|gon?HuW)B(CPyJM`|_o{SWTp~K~AK<b1QiAleJoo6Mk9vFwA9wWi_FEBjM1V;q
zS46Y`c6U;I?8NZkp~z`|fuYNdpl@Ihda}14kB;y!sTUwJPDXjKnLW1Iz-&(4=peCn
z^qg&AX2Je`VQyq>WR9iYT%pws&D_>;%$XY|UD7X!cf`cpJS2t_7_q9l{o7w<vrMn?
zYOQQ;HLo=thP`}wMXlnV87e>e(I4cBncF9q2IAm(IJH_Qy1LT!W8SSRcu4{g;yOKV
ziMO{}>|QC}FbFDFIMk32G99-{bi-CN*J@;%wX_<F%j?$7?a8xeR|>vP&l@2c-zaFM
zxV}3NBIZfCb)<A6Cqb!YLKOy<ObpXqxl&2`+iEp=eqJgR_JS5!4EFohQQqVu;Y!60
z$q+CUjA!@S1gIpzR`jTEu9ZsqE3%=TK#TeIrlpfxKAGCnBXO95t^yK+h?v~i!Z}{J
z_su*~`l?CQIB!XPa0ONYhb%)@Le=_~HQt+oQQgJ7Qj2sdP7z|Zml5!;5NLjOXK$5Z
ztk%et%1L|>iisX-G?LdU*UMU4B_A^d3U&&|FasJ1aJA_wYaA%z6STruL**<GMHYQ*
zhR-xIGK`4h;IblH`4f7qGRdGBE|@(O&ljmq+EaIgAA{m-WVRsWCYmA)Z80Ac6w$3g
zaKjtWI$?hRfa%MecC8WC_cR%Z0cp!h5R^D8=!&qRE+{o0vkLRWrA4kI`LR6_XxP1=
zCdh^_omvV)1bGuknvB|>fIL)AYy*g?NKBz6;ufe2)AXiI2;#aj_b`ls!2g&HM6G0@
zViSTf)S=5fA^@p)CiEc@H0dobh&&G2iHt>t%<19B#z%o{ZSVXPYa|^ERn;EUGh+#M
z{i`g%&ICX<HHA&`G*WBHpsyuSLVy|LjfFCBe=93a4uTHOB$i?6g5!&MYi25!NuiHC
z7;^LMjb`2OOP`J$jrRy31y83T$}{tRqh?E&8DWdHEdUV1ZU%a1aMzP#&cD^wN94tv
z8*(J@(r+B0_KA>pT`ZN2P|X3F<`{a1jOCO#T#<eTUae)I)QH4=5#8-F^0;|iELKey
z+CR)LF0U(7ZBK>`2VfJY6JB+L)UKmbGq<!J*WSfV2g{tDoy!u3B!){QTq>K%q=FS0
zmCV*&VtX$$GqX&sFIOrCY6}slHB%sFo1iU0w@DmZy1T0yLNgui2-65{Kp?=CcelA~
z?-1ZCl6r4%+s(%*2I*TzHPjhl)E<Gj41Hy@1$$QqwzsouOY6eP7fQf0Vi2`^cYkA_
z=<{>^OWLe#5S8Pj(J2G4flTKvq{X9#;VSS^WE}`uSC4De{nJfSYo8mV1I%Qzbl%>s
z$F51OTrLm5I1G!NoE)(?9vh`Cnj<A?jvo`%l!Rcg*AO%@HPzMq_@fVhj4^Zj9mn?$
z^>_C?hPZ|z<~h0wqdfVK9zOuR9zE&+%Z7&s-J-*#Ff-*tHh)OxY&x4@<o8nEhWh|p
z!~F89Qj7@LNBJN>PGd!Vdlu|p3~*?NXN{ZRZdO`9|Mr)rd`*py{r%tk{qO(rADhkQ
z`?dJ}8F<&uz-O;tlyd1eZ{FTq-=WNzU|E~nCE4QpTB!|kjS0gj>^A;Hwi}V%@!;Wu
z4}Q!M5K;fv{=##8@q_hs`zQE0wfSMCcs}KzEk7{WyiNWLuDgeE8u}WaFfeU+YI>Yp
z=q3gn)LYffopq?pJqn_8Ye)PGFbY#MmrCp?Ue`8g$BHDe(WU~CJSE^Qk`h0tE$cGh
z^3-G`m9WoTXJxNc)KV#JUsw0ExrH`yM_l;v2Y=W)X}o;(w9!&1YKUCUzagc@aiwuo
z=aW}1f!h&p)NX245%{4ZwZWzZm+4cj(fSg)DXuPRch`-})6&gl?f(Ac>iYQd>geX~
z_{FQ6TWQKx<@~&UdwZfJ|MUzb3loR}css7ZZ?(!{vysZ?c0%2KQK-)Nn-%cvLR*DG
zuxcilzH($x%an;}aYIR1?)MJ1VOQX4)c_iQsC_G`CSqUlson`D5Lzd<yhGNOUo5K+
zqPCbUiAE~e*HbD@EP_R)CZXKjUCV^F$za)Hn`iG=T*kCdxKur)g|%4Bl}b5>jQf%i
zC<{?mbE-26Wo6)VnVcmiU^9j*?i9$7rb&53e<|Tt`Ne^6QRAHg8CG0SYim>)?1Ftg
z_Z2@bLz3z%J{ibdySTzJe@;rGSE6P_1Hw$DFz0%+dEBI1aoSsLT~S~d`paso0l@_$
zys3DE&IO(zQfQihTeVi<C}Uldf24F;wWa1D89uJ9wFOU$V6k3c820wHkuYjm>lp0Y
z^wIhX&Q+geZ+G9~?81gtfgrj~FyZUQ2$)8&Yi5$S5dNPMoFu6(t^3nm#SlP;;Wc6I
z<Q%Pr6+iSL$O^14G0QP)g?jxEbHrWI(W9zA5mUTj^RpA)ss;(1aA@KP5@`4h4vbro
z2`yOUDOGa|Bqel*?s<7chz`+|%cd3eQ!|N+%46-J;_(CFM1Q1Ki`GU#!?xwJ34|J0
z$ZF2-4F#dIU=E-~R!}Ga?*~lF8M3UY(Lir)ZLA|z(12t|$8Gb1ISEw>{-<r!v+<H6
zAd<p|I64Q|uC0v{G0BmUp?)_8M{I_6vn4kQ1=&l4T>;@Q1trQMn`|A*!945I$?18q
z=v!7L&T^g`(A;dCB@@~8b^RRcv_H}z;HFJ#?;!2J&1hKP+*|$s*t?G<$+A05>`yQ|
zl4hK4G(_o28Cq+twGI#A;aY3=&>|yc37`OUH*BbSLF0lpi`fjV7c{CT<L?9>qcV|}
zh|2WvaKC=<J>U7%e_Q+{;!tCItMw+1N$Uj+57(hbcX#bdQiw{1F19#T7Q(}615h*i
zijN&pa0_6i%2Pw_V)*AJ_nex@J0c_M36UO)p8{jD08iGwjmz^3kJROB4{1<Wp-?zF
z6{X=<Tyxtg<kK}E_DDgoLAl4k9>^=EO8yR`q&7A`e0(2E#E#VQ=_PY%#Zs#~M<b!R
zVNnv*G%R43PhMbYbadF^G5*5`Z%b=`8|FLg2NjjgOdlT@96A_BhFI+-BZJ{;enDKq
z)>VaUceopKYW0U90xMgzMT3VpM|y&O*z528v&bqVS7$enDfKwo*FVzD7RD9U8M^NK
z2Kr4odG)Fdo<eH5zuWsbEfH)qQ=wNc5;JBeyt1+pO8b|W35@1KPEO8qBSK$8L!&MV
z^1ai^mFR2NeWg&xebG*~R_6cxzyABb|JVQHGy3|q0gun`m-6`IyN76G@9OgU=H^W*
zkum^9MUNFitqi%to|mbh>vh|h%WP;^e%h_MQ;fOGZm8dN=E}8HL0(_{{tLEFY31(T
zzE`ha^Sbo*bkiAyqrygCn0-b~D=PvPe3Y+XUOHz%zmw9KVKfNDLL$T<pkgRc9sq+`
zADIyN#O(B~#i~Jro}nFpN6bh^gP0el2}b%Q{25;N%-F)*m>qvADSE$tbhwd9p}#ha
z;K7i92f7=-`r>ym#@i3~&5L^Tyr#cP!cIIL%ft_cI}%!Cp1-+o<{02}aU*fFZ0yH7
za91G*kemTX)l&SjVNyovypg%RDt`KS`}5C_pFZAw`r%%WD+hj~k-fXEUo`X8QsVLP
zTwz7)yaElXu&7njmEu`0tzIk<hNYN2WYi-mvy`k>MCuvClIW%<nKCLH=jELxj#P)C
z^00O+ZIBY7kZm5yg36#K1Gr6-R7xMA52o}Rp7L~A;+SCbrJS;eTp^|m*7tgFp=>lB
zP`aV$j4}wn!I`Hq#uroYHoP7*7mL1rjF=_DPmhJ(TJ%>T7pvDq5;9vmOHZokx<)mz
z#{&j_J!A2+>-!tTSD{)gRSVV#947IX>Ou=dqsXB_K{yFy9n-bOCZZb6Ym?{PaKxvC
zEsfjmAHt-Mfm;EGFV5q>FneGdQcHg*m<4I`1Uer)EXbyZbSskdq`(~*c4qu#JW8o~
z0-0MFLcS-Dv|?h1Sii6nR%LLEI>TD63kz}x<?wS1%%+#lTlRo_dZ03X{l81lm)ff_
zW-wd-89J4u2?I2~2%*axDHAs_GNQB;(1NxiN8X<xs0C_A01oqK(NtC@1R0toa6Y?R
zwlhyIcLN!xh??LTIOjBWnF$V$^41Ivz-21&7iPwhX|SKiOJDM2j|>fK;u;<7eG17f
zaho9@_jdMq(s+{4S=327sX8)96*cUA1cq~M#ZM<@dNv?XhZT#GUaRRDC0$-Di;j{v
zw(}j0rmj@@3y-Ix-|$K=gAY@I0|S-krVevdt6bm-RW1RAqS5?F<PV4r7m%IV<6O@0
zi64dbL^mn<WqD_;Lcw7skB^S_50A_)gv~-UVrNSq#r)g?iZ+!>GH-{DmD96yGQ-)9
zs|}e+t#b!vcolR@oW)~a!$Bmvy0LeB8cU_q^u(h`gn>Viv|EY#u5fZ_bJb>ha>ROn
zLQ7Y5cT5%(z%bkjNHbV+$IpY%U{_=&GB(&8G)v6RAyq+og)O!#B9s1_rOMkD<vThw
zpJ>G~xM<ar?j0vaBMDi<S{syA_F3l=#A_p~azB^P*ccwzH?6Jj9P*>4ZXe!gdto9p
zV0-^Kx_=zoJ~#=Ez@wwx!(#?^@LUijh@1rSIgZv<297QrU&K6T#pX7L6)uq}7ZIw7
z(a3D`gCICVy{QjAEOxtBuU_zLDPtUjf$VrEX2}p;-KG@vNJtG2559Q*f~=sWzmpQl
z(=|8@n7!)gTv*u%4*fCz8Ql7sC=A#3U2;}nwrNLg?H&HzaH7|*UIKW-#+@uK>3vkn
zs`G7N(38u8%y99K4UdVeD>-=@WfcZV=vt{)E-o9_ZO^`m9qs<V|JVQbZ~ykc=JWZ_
z%kk$U@T)ok(AQ7z-<rTtDmHTYdLqG`eawJ@B5r^6!hDKJtn|=mPe<qL=P!l_hIIdN
zStxbEwDk0Jux;{hsqn&0|KSf`@M8jI=7>o|jt;x=Qb#6jR7sE&8Otl;i+zVxj67-U
ztU6$1bU+>+(?ujYI^NgW%)W)3p_=h1*g?4;S`BUAQSNScHh0h$Ym-v_fxa#;Ze}`o
zErcu;i?QyHjSnD;j*hqurXz>zI;`BV_p~`0Cbzbz1M~ZD{$SO<xx1*=i@Abw1_p9v
z@5Un91+S}^NQR{3-qkg1R#w^>J3EvbOp)GVk$N@XYL>3A$`_3+2vaM?)9J|NMG+77
z@!e&)q*(Rz<EO{Rw?;n}wNjJ{iER3$QO|0{uh)z9TBfWpzYx2+C^T!SljCipt94|W
zvVDGDrf=38N?EnogHIxp{2_sV1DW)-#uIkCR*zGS5Dt!@qBo_UQIsr|aT~_^pFm;^
zUHsf=u6W!$yVc0a0bGPYGxbuVMWK{43`h&TZ}%G&VJ)>@5GC<ro*5ET<P~BI`Xx^H
zGwEnHO94cD1<ZMNvYXAE>RdfmI2MbfQ}*8x^<sNunFDj0&P*GJzS23?o21XHr?(p|
z=JR70B5lT!oNOW2fT?5Qds;q>5G66s?L|;ws7_kj+`-X4D$EEWaM}q2_+qh`+%%Sh
zZJ{k|X(?1W8l3&~;u)`);;iaOQ*x?o1*k)913|HZOmU&^>~PPI2Ht2=S{@Xk2gP>(
z0G<hAp3@KcHp_cPbKhW*k?Df3$gsk+@Cj<n`Y}H#fk>TPfe?u3@{t-Zc<yO`vVC0W
zd_sbj7Dw(Q^wX0`%qR!n9b%YZ6vfyn4UI4u1=t!YfEP@h+1X@H!|IqHy&=5+)t6s(
zBbLK3`$6TJR9P4RStfND_=({W<6YR)Mu&RAzrdBv&r#2~ysXy;hFb1y`GkX!Z5dIl
zv~$NH^|?G*D95b2#}PPfL5mt5gEY3jA#52sI%2Ui$C)kD*K|pN0vtF9p{zbITC+1?
zQ5fPp@%JHLJ7|_gBN(-bE-l(^=_AvSp``>SfuNL~qsX309t;cEb?W-~L>0gx$Rxm+
zlM|3BDozZMZ|?{R)@z#YlId(NozvS(g-`f6IMZO-&?SLO-O~x5V^_##lJS@h3sbZb
zk&}~Zy^%;leP^oGh=;<J%m;WX2aQDN#g_`%csz`8WNs${V$xXX5y5tV3blACy>Y~>
z!VA(Tozw6k;}o&A#bSYexg+rlpazVp>sXC1<UEJT&190Ld|I?2mB@hn`9j65Q3r^!
zddAA6ab?Fx$;4TyTrh}$Jri+vd3&ELlv&d7LL@@4YI15WauiLbDYJ2n6FmO}Q2l$p
zo}}E(uMiPEOwQ@0ZSCt<sME7#DlqlsiuOfkgkR8;yEa3H?JYdk_UeVd33d2mW3OMo
zHh_et*)84~B#K_=kMcdbWN$A|Z)o1L-RLlcNOpB{gt$01Y5JS7a-HtgECGQ+3l)#O
zC{FFYeF2Qk&@^AuCh3>oe~a&81HhS~-bS_aPR@;vPxtnz9O>k2kfGJLZ|h*oZCJUX
z>Ziv^Hqee2-{e#A|L6bwzkmMuFIJ*o)yn(%&3--tb{s#v`>?&fl}r@&56-gL^5MZg
z@xv`W_<ScOLchILKn%IBcVwWSJKEh(EQz+)-!FmOj{YJ7nkUxN*K1|zXn)n!*=9J!
z-~f5VcMQ1ZfGhiThJ0O-x&@R7+1N7`t1G9zu$$oUmzQQhtc|VkuccanTi&3Ht*vbd
zDd@|33cT4|+9S(3vK-i*V%n`xmh6#{J_#O<eGrT9%gtGZ&){IY%4c;AxFg^SoubP^
zxa!-lek-q^D;Ou|CLcG@&>a_Q+B>w<T@g`iT}UV45_Z@*xUhgR$?~<;nX{9<X0349
z(x#9y9TMWYyD48^m&3fsTITX1e}1kstp4uZ9eMGNssEx(12Gu!yovatIi{~Ka#t6s
zZ<OAjWz$EBCo83Rqn=^?3O<zBo(LoW=C>w_R2mA30%itE;-F0Gp)<04oLO{^K&f=C
zQPPRZ_+-@<x5@}h#^uP)%GFZA=*svR8&xc6S=m={pUEa<3JRrswvZ`R@{pMS1ccB^
zq&jFVn@`!_qsuf!C|Dw5vikFhfqZ_VIpaWMrII>7F9ta3X^;1~!ZeAUp6r{Kq9_a{
zBGjhoD~OMUEa}F^8Gkf6zc{KbC_ttyC1$XkP7e#KH=NF-^tE~c+CpRk5kQD2gpu){
zf#-y22+%A1K_O3Z1b|79VZcH^0Cq=5**>iY*@fmp;`tNw3UNLo5h+^Ijhh=a$32~f
zYIx_cXHTF=^}RNaxMbp@eD3tPyeB^6_}G-~1<!579@LND2ovM^!h(^BB=}T7YKpNy
zpU&9nKnew7YIYg`!+=32&QzcfWD+(EDL@k~pBhWUv}?6j%R-j{5`lmk3A}Ak(5bu+
zdTK-4+(N%u+!>;*o8N!`bw|f*#wt<bw%4!lYc4d6$BF_}n%mAWY|rwIg?=sewvFiN
zF=P<lo+(2st8x{J+7EW%I({n6TI(v`(N<>V5NBD-__8Dv9AO<<Tvafs7ZXHMFVU=`
z(<pR=N)m{mAv*q!5(S@U3@~uDnnR&X<S8*>)eT&hAb_AKGbdb!W3tsDaw&$Q?hf{M
zBLlV4u{jxGV5da(#W*=}%XnS^k64nQh$+2TV3;h_n$4@*>x-+_{hQn7dDG|a+x6E6
z;FK;JKVK^48qIpKl&`mH(zS}e684S$Azuh-%41pMjJ$yF0^P4~E*$?_wd$QI%1xz>
zKrQ4|6Dy?kS{D~t?3J7l_kl*!AZ4qW5qT7NCuCFYG#m$gDIgep<v_UIv2qcs9k4Sn
zFS1{&mILz(eP#2<T96Y0lDh{`RLqRCQn8pfgVGNTNX$eH7<6|ROG!n|=1n_V@yX(L
zQMX}k!jdF~krNWfo<Mij;^4?A9!x{a*WW)2I$--Ncg_@b)&#O_9(l|9F*;6wm>L@!
z25!uB?C<M=xER3bgQhmZlr#%<`+yVCqP?R{WD>uMWp!2oW-t+0<;nX8d-bZ~z<NA`
zJ9%%9PtYTkvWDsjF232>L6C7ld+$<rPbV+F7RTq$zW41uSGQw!GH0k(+u`By_O?!^
ztxd|*_!v!}6dvH~=Js*qRLhzqz;JJSt6u*v|M|aseE;$DTKxG4{MwE{G}`#-{d<`d
ztpwuu+&Th+w$cQ8Z9ZU_8E4&{uf>{dUix}_UcG#7Wfas=Ok)!cec5^8xNun<VoI2M
zx)EX>vQ!F^1!!KsdJU4HL68RwDtZDr85I6mI>SP_B9dk2HYme5Ha-~CnN`su?U2@8
zyW=ncO=?H+jy5ng>`)ULff}U())Ze;zQf(aPMkC{>lK*O9YXM7zQv&$1QT{Pb%dr;
z5=^$>;yG%O#=iOTH};j4Mme5}HZQc8mm!(fMVT@F<aE!Fp!3TH^o1zf*jhF==)<SG
zWQw4%eRjH+HUp@TxVqrI&j3!%divs`@b<BFdu?J->ivhSR;%1>6k7G1HG#q2^lgP>
zjAV(#eyf#!b60-<*l0Dh8|~Mt$?MC43JXFc*mim4J{|N&qqi&mvK|UoaaNL&3Lj(~
z2^659iiszVi^j39*R)(K+D#|ZGzho)WABK*hR9-+N@1xmQ*QVIj8w?TE=tfpX=i1r
z;$tzo#c$=7{QSltUEN*i{-W1vjLIOdSo*V!B_ft5aGHj+csv4qnUO?1l__A2%bO{b
zlAw>64k?d`o5F8+d_1MxIu$w5(cLfPXF=zP0>J2MjQvowhE5`q@&W(k1(<Rzqqcjv
zOPqU}qbDGV7FvOsaThc}9%`)=Asv>)RYHSjEYff|l;vUOE)hv}06b0l<}+8hjVTR|
zdNipD0j4wOl;sk|0xZcWU`djxBu>Y+TmxztDrzV;7-a3mm8hia8zMYHcA@5sQGUhv
z=}<dHUt`g?tmCf06uDq{$BE63$h^fH1_F{^LI)FjmgXfgdgvMjCDqp}unHyn-V~ID
z8QU{!a&~rq=Wu>{5prZ}BQJVQ6w-l#-Y>uSodt4nZf=;l$}D^K9&*vdm_-_9@CLae
zJr$k+g+O}0iWKV<q0i%k8nv1QZUa4y)LdJXT95%X6<L9d5n=Q5OU(S_QmFtCh(gEp
zWCS#%;9X1SQNH$&M+XOSkUf!xJ>VILae3JWN`i4D)PbBR*E-zUIdql)qFe=3L)xs3
zTNqXYu3~NU@u9W}W1~Y@KL}Z$g9chpWOL-RiyX0579t0FLIhcbXScwTOeV)3c7D<N
z^wSS_ZyqsPH1$|K>8_xI%j=0I^2I_?aapO5hqiJm)UnJ?%A|}fu#?od1z)*b`Ns_3
z@=x_f?c$;(1lp)GVOE_3Fg&L5^ytw2jsGxPv|lKdsuf;GF9UbQngy`1EP^G@I^3*D
zUMO8B0+~3Ju5RrFX*J|(w^;!h>Cev2+?+D0bmZ_<2N?9_3`0gcCZIlA(}`8B)xoxW
zF6Wet#!s(rFCFal)v4|6l_zMrB7ti!$r#08CQ7lg&YUp`3kC1&{DL4OfYjOfn(5Ko
zJdLTEDcOKR<YBh@*oXw~lQK9;h3x6>wo~pGIGvrBk5+{}J~{vTbvsnniPGxUqS|TL
z_P5`CL**3h(00v3q9-53dcijmA{N1lFBHk>+hvCL&|pu0zext8rowISarQnjV^avR
z7cZWZJ3T|Mu;s|$<P?r}==*QKhvuYgXpZ!2tgi{ZGA`n&PyH?%gFWqw(_?p6_myHp
zrO>Z!<^BAAKOccutoZTqUMS4{iULGui5{H*UY47=sZphhq`aQa*NW=-VHh>LIy?IZ
zMt1j)+znp7d}&?<3)sr$j+tTIYytL19c=@Hy+GRYXU||U%r@hPox7U@l!d&eRQC6^
z!E4%RCdURwhI(xM_~#X#+cYT&lSx;e8M2D|M$n=aW&?S)tg6d+*&fP;ucdG72064D
z$#g)W+f9CSr_#5?=&SZqSCuN!<1lQ*t!{C5Z%rtVhXPsg^&kF`XjN~S#z+~6S8GKB
z5HUIQNA9UqmMP=p=)}|yoc{#v@9wsy6k>C0IeNOQK=h)SYp4RNrTA*WCp};nt^B(;
z_1l}0N8aDIu3@uM?B^eDfBy0I?ymab<JI|P;pV0sK-vvk`e`YD+^VO}>q%5tv2bRL
z(d~8p{;qL*+q}H2UR;z=VcDE<yV@<%u^=g`4%?&m86ITbkXo%wA+f!`b!xXAJuP}2
z%KZ&)IgNmhIIge+rQ)ZtDDlO%7tF|8t4bOo6!2_9VzDGxW&ZC1O%o~;Trzz-SG1G1
zz!^|?ibk_^Xe46*qezly4Y<tZpeipuo=K^!Tr(Ej-*}i}{7~W=#z#7IW{$^_S+m{J
z@D=t4nW@DB3x`@diJcKIeF~7l-!&=x8V*Ril*$F#9k`>zaRuBlR~p~7tCV$t>=#rR
zAN$IZAv0D(o*aIvu*`3)7E3uAB^}()<qgAFVpBuv)7a|BzMZy--u@KiW%`AI01uNB
zpdo=u8Cc8TthOtbD#m?Vfr&|WeeF-=a*`IyG-pzn2lNC#@K(BvzyPE$GL&yhjQ|qR
zyC7E~E`T1%-cVn#qD-tG%mVyCGG2G|5N_fL70xTyjh~sL&431Wtg0;qLdEcpbdqix
zEwshsgverLZ-4pxn?L++e00PsbPZY505IT=>oIus=cj``e`*qfqKoCEThF2ZM=F^@
zt(}=hy{7SOZ{DPyIWvYf7_?9&@@o!=tSjON?X$kM8&4~Vng^p!Iio1sY4lLwMWZmv
z@hRJvyqh{Nr3KzJLz19sC^|Vj2Der1YgfhO3=a-lUKy=|4vXfPpXuxF@&>(qK~6?Z
z-J}$KG?YR%v?Ljk^Pe<mRGEtQPzaVYn)B%Ghj-`lKWcF9-j%9`c(u;r8SEnySG87)
zB?1bHo<>UA?T$~f`JyU`T^$iRGC=cGBA3f>?IYj7u6&`|Y+V<Mg{R^#`eKrGOu7@w
z+81o}GldlPcbUG}%8pzuF)b|zY;W79{TQ*iwSjShQMv9(_QHwII&Te)?vuw2uC1&%
zL!4X=a;Z>=^3`vkRb#p@u!6`dA22Rb$$vhtsQ<Q*%SNccCbm1yXD5YXUS9}xSfwzp
z#nz4@hymMFLO8RlEeXnXV9=DG!NGoa&Vlak{`L-#X&^xQjSV9Jyy(Hf;r8}+G6D2I
zGHUcs@W3nbQW4=!NJLgLF+I14-;!i(^XqjRIOi4(T+tSLdOOvl`24ioE2eM<Z|hRs
z2x|@K^FgD*T{gHL=sV3VLh`yu&2|LgjMW|-8gc(8J1TXZn4a(I?H9F1#kaS;`u6Lu
zov|iWIX_)Ev~?pURLC9d>@lT?l61ZLet%>A{`$?~epENi=e79r5%{$o0b0Y&<;BMG
zv_c8%pAGVpsI%psX<e8e9a5*bFgs@M@aWK>0j<Cl^ffXvZD3e?ds}Fu7#X!%NJ;yf
z&bC)d>@_p0S#}TT?d=>K>ct4KA`A@=sc6>MH!#pMEz>*{VlqfJ%8cnMv$I0$`~`z<
z??fNIe2oDDZl)YD=X2MKc|l*6Guu&>P%55iIphn>h(|6gxW(u;4<oj*Zb%PI2-S?O
z#jRfbml)u>3b7F6n)>>8{~*mpeFM5Uml};Cf{Wq2P${Z;FV`}sQCokLwUbO@$45Ky
z=s_qQJ>3O?1i5m_!}!V8Wg}Iu#IDY>x$H@^k$bqU-rkfiFADd!_3QIIM(Vni`sY8t
z`OBZ*{_x}N)pg<H$Ey$Tu4|g`E7*y|)p@Q}OPtqJ^=cxYJu+PK`m%I&$zyW%_~xAK
zSZfrnu4~X&Jat;GXP#=u_+X-2+tP(w9P)%VD+Qp1_%e)JM^jc@F(4?fpKxRqwY_H`
zLEZpn$HsQ26-b;NZ|`jdCs;Is@A7zl;kY?Pn(gBfRNU}ekrVxvr+PDD@dG){ayip%
zhI&YvY%Uja0VW6?9<E>AczIf01vLWbf_9Wbpx~0}M6GFjW*PkjAen_kIa*#@NdX6i
z{4wb;62>{o%(2aoevn0YN#`NLN2J0hzO}o_Gam+m$BxaYX3x<yi}n=b!l`&{Fx#6O
zMaMMI^3>pf&`t)$1vtaVbRhc~n$Qq^)=>T><QSVhJ34Tq=4*d<U6F;PBz?)ltblg<
ztS>ecPCW5^ED-vXjfjUV)Va^jTk+xeCslM$KL|ZeYLaG0*#s_t3X~4zaoQ<9H4S<x
zHG(-1Qy`g?38Vgm=<e`{qEyVu(cumcJva2o$T+Q#v0E*gRSBp~C*l}6(Cex9WzO4a
zd->hhU;Tb$C?tQ`r`5wUP5Ch>IvyP96G(>z-D;hcQBB28SRU6jwC{jUmT43n`<AT_
zV7a!oL5*UK_65%sI1vgT6lCdwFl}omjD}Gl${^&kb7atT-Zi3)VkqXuw-530(W4b9
z#Cl@2wmQ+!Uq~(Xa?Ud}7b->TGCLpJ9%SNgfIY=rv`9uf?~9Wwh{79dpueZooxZad
z0a!EHRHIS-@#mlZxBvY=-`qZwO9m%gq)ScF7ZZv=8Mdt>KF3Tx<D3u1y%WU_*+M;;
zAx9R%NpF~`Q=3=PG*+p|Kyaq<f#;VO`i^tO2FIay#99`{Gi~oNtZu1jo1VkiBAT5o
zax0K8fI+1O`VnEqQ2_R}M%j01rlTfr8yRV8*@1cO(4yI0=GVtquris9W_z<H<%7_(
zPctWvcXu|`ryT;E^x&n%92=z~{!B(2eo97i)6XJquae`nrUZBU#3ZuYiR_-}TvUjG
zaD?PLyLD}8q!@N2;Ugy+>zBquV}bn7Q^UsQX)D?Sm6^1lGFTn)WScWHyD&U9!P)iV
z#miSOU%ylt6cUbuuU<Xx?(GQpGn4Ke=pHhEWO6E0sg4a#OihN_LtUNp0{O^s^9d#t
z9WP<z)IfIk4!myfGz@?XzpcGpNlI_O?ennCI1`y7N0Bdn|J&igUS-8PhuH-UL8nr)
z?ryDa&P~nIHAxhM-EI5}Iu^C)8QAq}TX{df-_J+j<lv-Msc$S#>7_QBYnoehYS!|`
zTIBY&t+0A^e#!o6eAqU~eyY2>OZr%Gi?703Fy@MW21~g=yC=MU^}MsQ0}Zah&nhOY
z-PhlRz9udruI<rWp|0uRwwX|lx<XPBk{ammmY8N5vB$T7L0F+ZQ_1SYBz=W5n3y;|
zij&vHDu*=tM0W9$4m~xyPBJ!-GS}BRaVGF5gM+=eFSj!6nS#kM;c-{V=ejT;TbHhj
z-~Z-6x~0TZS{gVsAe6oPH&;LY>4!HT-e!uq>-!5;tET_t^ND!kL=fyO8s-}&lR{32
zl+Ac_7duiaoGO|y9)trQ<@Nrtd3~9`JkNq*(ARY{_2awNzx?v>FMs{`=Rbe=%U?hI
z^wYgr+eDJvn_{gRCq7=bviG-@RwLP{owXVXkWA%Qxsqr$v+lk~FvzFbVxXdgmQ8--
zydwYM#Ejqxfvs&?<e_Q9z)UdYW0m4(6hliBuM4vl2@*;P6h&m;;GwXzHLJp6T=%&m
z$aH!v=^14hi(tC6-=Cfx+rL^3p4v7N*SF^?`mb*rPtnU$IZ&b>x#RqzrbFZ6vUqh}
z5hdUj)7KG@TkNP%R<arwr7u;>xl%E5a?A!yH9oc6Bok^FX_;b=7$=SNkdImk6{&ny
zggLm&I!J#ZnkkzC%)qly#N-PrwJLqmA<%=!+`^UZV|AXC#Em4;HFT(gFkv0D*m>qB
zhC_GRA$L-sbfTd!O=p><IGfKNA0LnrHP=B$_%7rI8iSeK%JtL&Y*;b-%~Hq=hLMHb
zi3_XC8pHN*T69l-FyF_E&r;?4Nh^2<4oN?WU(&dtp`oA@c6G5ts!tj)BW7rzYoO=V
z?8KO@g2cVNrA}P&H+YYfiP*zU?cmL3XEa|q{{<q*?nYL^E>gX{U2R`}@%ur!eixoF
zq)A3Fj28XLFn9~<qpdo|<}<5!HFT2oD|%wa<+?#l>bD#cZfBjF>OgI6Fjd+IaL1}P
zDwU$vQ(`vDQ>B~-X!w`N%wCth&#`U?^60@Hu~>Zsw#|0P*uJd|^L^}OywWg*+^i=M
ziva2Y>^(jO%@w#cpDPv(?hRKoEjEm+4jV1LFV-n9+wO@IZ~p+s-bp0QeW=9avF7>p
zo5y#KgHElhn}>Ymd@mAuQVtJ})7et3b&i4M>I%|$B7J^!V_I0gRPzBtTD5A)Nl()Z
zzWObtsmxf%Oku6_b2u$QszWGCQJ$TtuMikuTJWC^fDr&OKFMQps+`WAQ%a|W*Xb?l
z>p+W12cX1)4^d?YJ#uLsyLGU?=gjuVa<$nwzpm990?FA-dTVQQR|@0+pw?r%<Z7^i
zQ2k+scqU(@kDA)%LNKlf<;Ed_>4ke0v-I>2+IFsQfp9=CFBY>bKowjaFuZ=n@laMD
z3Ve9<MGiUP?OlCL{ZxrA5@8R>)&Ba08!t6dT?FsP;?gRZ-!HD=8TtlZzHCQ$1s6RR
zNJqQx;>3$4;)5goqZ4D=VL~;2UoT!z{}?o=SHHdU6_yqMJhw16?4_{OhayL_h32%j
zGUFRZVqb1#!qnWt^2Wa8<m;Eu#)tYW8dGD#AbP;+;C9$cFAw({=rA&A{$y`w=Il5o
z5qg#x9iIKX7JohhzqTWA8i}V9X~8L*cPxbF7qt@HUK}aW<0D!3i4kN~hpBc0eckQt
zuka6)L>4cJ;_gnrI(UrnS?&(uN(|(fUDZes9H(dWFmqPA)^Xah)%I(zUcc(=?;)uW
z8$FG?x5d%EUO3uXXgCIKaeQ1K#WE|y;K<lKC(!B!U}h{4YrTFjw<B&MW@9uLE03E`
zFJr&L)w%J|yt**wMuhU><PjM+7fvw(HBA!m@Q69Zx-j~?-~0oUDiGp#xt1@K(trC;
zf4P0Qe*5v=FaP|PHy_>rJjGH*)fN4YYkluvHI+TyJ2cR6)1bzzaYCh7p%A;iuD*MF
z_4s)4_}F@LU%kI6zI~`Z-c>b#o!3(LSEV06T>j-xZ~x`5pWZ%R-Q6|bKA!*d!_D1I
zp;3)rUgQvE%|^OaPdwh2K72TT|Ka@ly7chSBvxJp9<1DI<*W5fy^+7TtSEgoBl|2K
zfr4zZLq_0W3uh&th|UUy_Hi*u$cM!%!M+vzT2U#2;I|R|W1$!Bx6%=3(m8wiz*a@$
z(YO(KV4Hv>nF(#BB`l-CktRaEi9>*z%AhYLvD#%zrBps21}ELzwWzuRp-qLfWp?GW
zFk&UL<!P(Unh8ObM)fFqqDMj-o32RB{J0bf7pP|yw>raGTw$vl3}D>jSgTbIF2-|G
zkb2LflOxjPlW_}4_4ig)Z6QJ3W5@^6e7?Ym4pi9-QlsSK-{%bhoH!ECPYk45f-XE-
zhlhJUO-IQ=Ol30lW|QAO8jYgA)UpB$2w1hH7AzoviT+@pIeiD{QY(P+VNG|UqJ=3|
zN0Bi9C8%nlr*wYYMIgvOGNMY92!&RK4vo%6qmecF*+MO_0gD?O3h&K7b)Jvn6~;#G
zQ}}aOBn>%Itg120vM#7dL1m5stLU(-*@#+<31fVi9yCAu;`{Hu{qigNKmHkML+oSz
zVy4m+W|ov<QG^|@rZ_Pn%!G7)vlZ`O!9Ko?OMYt?{YAn9!~6sn3$03>3fs8i2p)bc
z8SlCg(p;V1kK~@*0(43?^%-HSsGkf^-XrH4^mK4^Xy~RE7-lxF(<ckeuzWFo3wZiW
zpBTJVaYf+E0*xIE`DJJz4CY?NBkA8j?m4iqkRzOk9ygm8`Eqb)6%A_75z!6gYPHU<
za{1z6Bsw#<8la04)Xw4H@RSBDTdNc=W}dcDTbjbONw^}|5lyTp&?Q9%k_pZB^zl47
zF@C0V_s|$_q?2wFY#Du!3i<bfIG7e(S5Sk_a+kwT8Ym7l3jEk(Kw>`YAS<t~Ylh}-
zbA81VvD@2+w{JhyYE9K52fGI;Ub+}=?U3=3P%c;sq(u%6C5LI7a=sx>963m)Q`@_d
z&0Y0<JDiR7s}nN|e0eSjKr^4yP_ZSW<kRP+7b2Ih=;`Sj9-HhP7*OG2W(M8QAR(a;
zScroQB<$#H52O}hZ_KuLsH>;HcVKK{X8GC6Hc>>O7~T*C^#Jgbmp=4^5tMa+a3qXP
zh4hm!BbH2jVr6ZOGwj8S7tj_Xy>e~ob*L}+Y^P?FsM%JaL(yVhI1W}8z{Y)j_m~U#
zn=ii{P^912H9j(+b=b+~ie>5DSlJjKne6K5nH(MO?`oSJ8`5-msH}J=^72{xuWjZ1
z{C+<lfmBQh)LHP<Aeq)z$tV*<{IL<PdzDCv8D)h<R(Mku4JS4*Xm~(A&Vwc=rg}oP
z1S41n9!hziE<V(j6pSm>Wvhh7o(ltp7`H^(-?5I`Olh8B`0QwZA)_-BexBdse4Xyk
z(#;;@k*u&o-1%-u_Uw$FLN*%j4g8oGRTimu0x^zP;X&oeN6g7qY9_L^!n&*7Us@t4
zs0-4usj6b0FX*ZD-J~AI=b1nJ_8+YyMNReu!o=|pfBf*zfBWN)Kfn8zzy0<8?VHQn
z%j^3l$&bp$rj9y0h^(K+_tW^Wgvy|ud`?g+#tFt|-)iRgwcfs|KR#4Hylwg7;kJBx
zrSIxY8HHMj`<n`rSh<kAzioVYd;V}2$gUQz{(1iKq3-KS@#OM6r>ymlf4qOVt5%Bf
zpMSjj^zrKEx&nhWnm|{wR7zLGGqc=W$`cNBpDN%|`GvLuv?^5-kpc&0mQW_ESe4s2
zaiV(Sm^eZ?;egtspPrr^Ffs+HBpN!CRCerYfoJ+k#m<syz;`^=Q^Yc(#e(WrsS0K$
z4OGI{880q?S#M-Dd>c=9eqIN<NVnxm0VagL6yWP?MS@l8*omshYNn7mOX<U0*V`r{
zN7I3wn7BxFbUpWWdME(7v9$tbVCRBB8tMo*?WH)6MH;R1n(ei^@vhJTS9P2VtwIzO
z$i+F(%SXuy?g{tycYQCNi{S(<rbC0hO}Pb5Ok+GYELiT>SLE0DpV_M!flxgre`0Gk
z*5^YnI8Z;PuxM^=X~vKu!m2nUpZ4+L0S{U<G@0(Rlo8eVRq$~LD~Jm#CLO63j1UN-
z5cq(iIrPDb**z>_Z19-cS(9I&4qT9`1@fCYI|#X;lFy1;!hJ(M9qqyXEhDfn!}k?(
zlygfY!ce{*W@XRo)W<?kj12w$H~$#Cl$4vkK0K1(q@x%h;^HD*Yi@c{A%=J*PDxHp
z!TA2}0r`sAo}-gsgg=3kybNnDzB;&`wsqQ1uuvlCSj9+bhsW`FGUsyEy&#pT?k@~2
z++61|VD{I~&vYpb!*DKn3R)9V{X{neACUN-Kqx;yq#VTMFxP$w{^1A1_;IfJ6j-NR
z?|~iK-n90@!0B`xRxy$~5jQrXd~^3ut5+H|yN~m1zFH_YuC8w5u_$xbeuO7L0Qm?@
z&v4H;7LBERD^4?!N;-ik&|LcBk1~(sPC`De(i{y;u^b|kp84Gw%_*m+<X0#}z%uV_
zfX)rZ$YsHAAXQrha3V><R}VHr(HxAb;_L)hH#X9F;p8*8)F=?Ru~aT!v|8B|sFk-3
z2>YD<1I{fvZ0qu}b$PwACO~>dbXU4Y!Uc7LF)|fL=0;B9=2UWQA@jl7soBLr^wZ>&
zbCLI+IslcK*fYSqF&DfX$g6=7(}(7{*RZCXwr+O)gCh&8n@kn^hsVwtOcV-NC5g#F
z{UhVPXKZrzWqUXD)!W<s#TS226QM-Ww}+{1prlji_ynmXugk?TG%}`%mA4R-a)_Wc
zXLDy)Cw=qlufJ9x(`P*Q(8$#6f}TgQl$TE}tac$nBDUT_t|~Ely4ptu$Qgqw<7fvO
zk!>gDXCc`I1+Ex8^>E#7&$di9+1=BG7Y1|9EPq~$KOcc#+YyNDac3tijl8lZkszg%
ztg=elcF8i4J=EIhZ&;d{nwwG!Ir-w**Id&Wh^~%~0XrX8TKj7?F9uYYBZi`ap!^OM
zd|f@S+d8FSjCr-ZnVrGKK$K+HY-@Wh6W!O}Eurkr^EB#WQY+GoImc5|I+wV%<`$;g
zI$q;L+z%C+W5(p3EE6_vi>qtK7{L#Wql22XH<xGTCiqU7^Fc4{*_ycG#uDf?Jv}7%
z#eJlSf^B|l$HKJo&6mIDFw5jqg-RiEc3iCHA0DsYf4u*fzy0~o|NKkyqS3l!I4SUx
z?`$va?XD`nQW2j_o0hw|vNWy76#%Q(lC5T%;r+ak`r$+C!@K6geZ%j^H;s#W^5!D<
z=Du-tQI4POr;|sbkwyq5QjzG{POGK|J9g33(W+E_|Du)o>Bl!e{q)H6_2F%kl=<%6
z`OR(R)2F+SA8+5jy}Y|?g}Ft=biOEq79l?JR)dAa#6w<~11(8=I?My;Dr7nEW6b1{
z0}(B4t5~lL#1s#9eUMDc7QRa_k(M)ynBgCB#{O#7$d#a7M!_@k<%v?(yt>y?LI^Yr
zLaHPx<)kl84A+hxTwXP9ZZDcGG04R2T`L6RQqhCMEruYHDDPSQyjHAwDP*F|;mIMM
zgP5p%O~#KE4RL@**|8)Clw}m;j@6Bw4!l9ISTWUBk&kg-pcnB=U#lK4matGnAFN+K
z(<ug|-CeF{ek3t>l4Ve80$MxR#|5!4?d`0cM0PZ8O6N(~i6~m`1LtO3DHp!HA}nMs
z)grRgZe!>vt&hS2^ro;)#5l7GgJmd|z_mr7!@Yf$C*KJ0aIRaLVU@|iBB(H$bEV*v
zRKQ{_=$>l-sZKoH)Jdu$K3VRP)eyZba%kiVol^BesLD4kez-qOgfx?AW|GW!uxrx9
zIx22%4oSE{1O->%8D*=}6Jx!SEuC$YN0v)J7+0*6OmF@`UynKVq5E!fG_tp?5YFf+
zsZ=hyeFa!6p_(3>35jxE;TNGV{0FQkJE<Ifd3D2boHFUkPGi$d1ZfL3z9I(^@DVKr
zfcZgSA%_4Tw-Q&G)W9IIQ`@$g;=Ko`cn71q@|UZ2Ok+A6u*Y~XDM%m{H^^gvoP@)C
za{dFj#Y3@yad6o+WO9WDX}nx(@yQp;l~QSSWusKPP8VCc1@i@>e2Mk2-fXe!W9cc6
zpnodi-nFBewOTFtrw|x0XEdE<zVhNh>|{dgT?mANT_Bm=3+SV<(6maNZ!DIOLo8LQ
z_11YVm%}<b+R`BaHt^*aA0pD2tWWt|=5*WHQw8Q-OLTD8JCSR(+R=gLiUry_%cb)c
zo67qpI>FI*esQ7L4PqS|n^{@i-Pk$g=a<rT0G^8aj{xAac+~dL86p6TdSWM|oKDQl
zh6s|K<@AL6Bu^r1qBc~x$P3Vk@#M?up&gnB1o3lv0Kjt#n&(HbsvPl1EOq_1If75Z
zlBO<pcA6X%SS*_n;<%!aFrI<MF))GDK@Z;O?C$9w8s;}swYt2t>Q6k_tF|^eqnoy$
zB65rT#j2SjX^YKoZ;+S@3!Ctl&t)H9sw3;_d_6kYGcwrgoX6d{a?ysiEpiz~1{39n
z2YUv4+xH3nLcU8I6I1g9^k3V``}zHTJ_50m<j!u0;EazB;^1{iS`d^=z+g7j8+N!m
z+cNK=tthA;Q+!!SW>@OyutBXI;*cztC@|Gt_BF07l8QmDc37rVsP^N}bVatYXf6re
z^tqY18yH=r$q&{V8X0`Lw=ChrMD$m;)`wV>gRdUxWgpjp?Un?9#~6EU=XE%HayJ>K
z2*vmY|IW;g%*-OgL&n+M8Kbw2oK-i$vbwdotn{8^L2nOf(q7Ql{_?x;zDBMm((${u
z_o=MbDP;vKKmYOV<J+4be*EyqUw-)O-~RIW;o;qfyK>2#U$X_*(iw3*)~}O7L7Bo)
zHhtWvr|?%;tZMP(?S18!KfU?*@#e#a+jsA-Zf>f#*A*4_^=h_ZPB#jxo~YG;pNQ|e
zZ062u$!0ZveV)E-CEvYm{`If#fBNzM;lBFg51!%r;lB3fp>cm#fA{wC_NIP&-C(b(
z)=j=kt6(+w`)RoV4mpSk9DC`|bwq55CNp;6$x=B-f|1TgQWeW)2F0>jJAT>>Q8MZQ
zs_#|(*P0bZ{X#k0Xcf%}4sBq?bfv-+9B(vA7Z;UQGp`%=&6|sN@2;E8yb0slGgyXI
zOz0o0H_O_Fn&(AxE#W}xl_}eVnC3<6?(y#Yx|zr%()qMW-?%T?F{<{4281vVc^|Rq
zPs@;*k~=%vy4K(!c%F$JCa{P=Q$Ad}q4<V!U(;A1a8u)Ggy0&o3n9z)CPU!^rD>2I
z6Y*2j7Ia}{p^>Ra1C&5A^R<hGjN(~4dm5!iP4cX9ht4SKByt8b20$QGX=gM+%$l{;
z)9~8!dI`w$s~GyTySq;`(oQNH08V&OmMbUXD0+eKWyB_8LfRfvA<RopC(7W>sPnyD
zJu@LeGAHXtvr-_8RbDVDa(S7H4IMByHP-q1MXxAvPuKLs$o%vu-PL^X02Wu&x?s^<
z7K`c;94w$ov!xmqelrd@E_~z}`O?|Xm$kO)To<cciiPyvDYlCoDdx!l=KKIPf(LF%
zbq1D>O2`bbOz8C+p42vQOg}z6F}O!76buX$R4RFP!No-#_)n$0Yb%sHi?*5wS0Lk)
zg9dmo00g|MBW8Mvtmlo|2az5_;oABZ5D1>Bcs0q$lxZI*e5Om#YjY%J2To6p%Ec1y
zsMTuac%e%5LcxEg)Iw<XN@q&i>C5F(wV~jv1flWXdvYH)c`kNx2x^}DWgBD2mVT{b
z!IYl@U%tmh4%4yILN>j>M~HVw@OnnTYWh79@Pj#hyd3ZV8Sznb2&@P@*{sQ`=#0>;
z;pLgt$g=fh(i4JSe3C2)`nDT-WsiL<5E_~+ok?;M3R$-<8`MlEBkLOMuY4_hh&#qQ
zU;x9>X2T$HYFi6-ul=1=HV?`n^ycPKQp&NwtA+iOGsy%_FsO#$ti;}pabh|^vd{xO
zw?IL_B&(y=Au+eKyzM5n5v~h>%{`d+Rany9ki*RdCFIB?#&Hk3bMbTK;i>F`wXLEw
znJiJ_5-G~Tbh$Ep*$)#Km6mWnzIgGyK>DO9^86+&AR{C8xgFhoUd-Qv?VuI&*q2{^
z@!hxI3_RJ-bYiGrRN2i0=(JS#<*1^K`F>?5oe5p-&u6EG6{XpXNYF}zd|rq@AAw)t
z5pdVB+e#*q6G}?=-QH(d-*t6Kw^KTJS;F#U-^y${J$AUaO?+Wr>F(-~;^Lt1>3+?G
z>auNXZ+rRjxx_y4k*MJgW4?ubnJDs$SFc{adNDB6=la!<>@K3zFWe}mY}UfVrm)=o
z__3k&y<NT#<_BCEB@tlL%sk4UzqTBV_v3sH14@UOhPBFI<5yS1bXnuG$HoOJ0Y_H<
z$&SuW>%jbc2n@0J26Hu`gmgN~#Xq{RIQ`XEUoel|JluTz>3yyMx*RfSluB_k7C(G^
ze0X!+JTHCv@y(mZ>(Ij;v+p*xM&UykyOYnQlzm2YsAlA?BJbZ_y?cA!Y-Zj()PMMN
z^XFgQ{q?UO|K(qQy1uUIPh$6~meZFP>K3E9{Bfyp0(8|Y@n$tqEu36m<UhQ>y1T7#
zi#^<yKD<9S3-a;p)sH{jdCrd?Za#dxySS*Hx9E?>^UGQ)v~0=LABVw<xg=i8NJ?H3
zj262~I+HF}D~cmz82OQ-(PNDP2r*uIYD_+#qOMe!?yGu@!puax8?*hzRlRvZwT$OW
zpj5S7)<wieV;oYvm^-^@<p22dyTAP9$D-2N)M?3}rR>?wMG+nM&wu;N+xPcc0p5MQ
zD^&|vES@w3BSW($B1{+bAe_kG0#r}UPVFgfQ0uyF-oR2=dgylQ=yx{^=GImLwuy=9
zaPXVLr|@BYbJc1Io~e=$nIuON9~HN%Z6`i50DHV_8qsfYK||@P-UUr0#KeVpxB59)
z4y@Q_H(y_6-x7rb!`8gKXhdBVZxY!nlS+`xWGRF5Yu=bhuZoIDN!0JUVw{T++q~%;
z>MbmYb93}sW%9TYHXe1ZySqXCVT&@2hrX+t0DEAFF&<C71<4+}rGE*%w7qo@2F0wb
zapPeav-!Y5kwW1nqkO`c(}~d3gnvUgJI~GQ6On^tv~EH*ruWQG>&jR$(FhJ@g7!L}
z*duS$4n|i7Ary5s1)ha6rDaqPP_XZB9cjQ8?T05d0V$aCU>>iGw8<2<q=V}eN<v0)
zX&yw30Xh^=0f;ri5pB^&mhZ(-KNV(0sOciM$=60tOr_$U+6$!EhFHppgN6ztYdX&C
zmCV<IqSI3|Qitdri!Z^`QQ6tu$QN_4V^EKS%(q!@RFd+o@kF^)u9PeJT-Y1L<J@SG
zMC=5ND)4WyA!ai7Z{Fl`X(x7}Smsnx<B*8yyV%8&WiYL&v@8R<jZz#tIT6Rz|4=UE
z^0_2ay_wwzJa`)b6Tx%fa9~F#G4D)mhG_`MF_(ms7dqAMWk6~yorIrsOF)?3rky8p
z&!<l@XF-HKog|PFUm|$HSmz+?jwqLN<ysZP<_ve!WL=YM0O|P@N5-@cuX2&0K$Y6=
zBdEiu*Z9uf$<pfH^7<a-(Z3G%_mkK+e3FrfdtiURvM==S`sB>q6MX72trGA<Mv*1V
z`vCa&A`!7w&P8`c@kuvi?LBUfcuVJ%<KOoBrF*h(XOZ<k5+v`3CvSWG${l=_Q*mW|
zaCk^(5W5E(Z&z0*XRq`wv)T90zUB8A9Yw^A^Y_AK3}C!r{ljA~UcUJ1tFLUWVZvw6
zzJK}RS=;Mpz0&a`gLZ|Eo72qjHvw3t$YDNV<Xum%0?7fy*RFu=wk`}s+TVQh>{qz*
zetyfJkHGvicFS${l>D*0Gz+fSRu3A$>N1sZ?Cf-xq^-bXOvSwS)(3a>J`zZ08{^IJ
zP&Z1-C8=LVi!$Dc`1mxLqGM3ResYpBgC1{ddo>`cH8RRjp^>IN%m`!o47UPow#^z$
zW!^>PG*lCCGB7Y`^9#D<)acUMlAamyv9Yn<v2i3>Cwh(z4A$c6Wbfph5ylrRlXK*H
zZtrNHnHlBE(Y(5~WoqF3&i)qAWz?8Z<l2UsvS*r{8|Sr;KYe(3e}8!mbtDP}C5>l_
z<&|9B-Z$U9ziC}ovjx-QcC)!tv=6b5QyqQ8@}ydUIm+DaLY@Jv`u5$`$4@u!9xva&
zxp?!?tdvu?w{;{Hr@aD-+nXw5NWGpc=1(hys6^xge}16L9??pARzJSG`1s+{lRRY`
zb3gt3_~uOuhxYh*{qS&At!5%en*dU!R?xepJB!Z>H(-|yewd=j{e{)BNspa*Nrh<i
zFxcY@Dcz@fUDaWg%Gs(|SSed9(qz)Qzwl#vSh<zuD2=VWxU4~aZ{FVAKU}w3Qe~BT
zJs$!E4;Sy>-n5j*wkj0HVo^Uvrcq75dwcWohqpie{NC?RKfXn;L0^3MXX&$asc?0F
zS35tCr7#S<Jcc=L3(cY#^o)7I<SA<(9l``6aL8i8z^1E>|2YVdPfCc^DLye;A^4<@
z4A6S2rwGiIMa{C0_@cLl5z6XLmjiGLUN7zUhJEjDU@(G3=qLhbV8$%|p4LX&^eCh#
zuQ&77>WVo#D|j3Jag7J4RQQeWi#BMRA#<<SE664D^Mbw1k7AdjBcn(H4kdqRVV#;>
zG~RJ$dIDlIC>$<x?ir8hiM$Pjnh+*}i0Z_o?ePrT-ctNTWCH-MDoP=FDtXylHbfiO
zv`=Q`^Fccg^!CCzel$>I_%mmiD-K|?yn9~X*8b`xe#r&oD%7t+mc>Yq3PLU|n}q;q
z(GAbePNePNqq9@tWk>FKV@-?2HY<Tvh!CWtn@-Q4o}4k^JBX5`DCW+NHr0G&Q?wPA
z7qZS2a+p(T3^E5^eS&i)M;nuE@XxNoIbbsYJO(n+(X|yV@_O~nBeV2Nej?j~I?M^M
z&S4Zxd&<rk?CrfwZe_|U7V~WX_9um0j{MkE{=&al(Qs0AJ{O9`KmGEj_wV1f%!lBc
z&n3~b#AR<#X}td5bUJZ!dz(t<v3<<${C(oiz;vw|toy3`TnHWu_1Zs3HDX!K1ZPC#
z6EhrZ6Bla&5EQw)St=LR=`-!yAnXR}>JVg)CK4oY+!ejsdsNebm0bnn{jA+R;6w?7
z<FBoPX$>f|<vBbd<Y#RpATGZgTa~<q?>M3MB2Mzq<n}bFVKZB-C@N!%U)wsEU0So9
zfKX)t^l!{97^!B~Pp_L~&>v^!6iA3K@zBCs93RN3AULweFVExU&r(?*oOW9|m*J5y
zr=8G}J;O9HV0y}}oO8Y}>~JRx;T2AlKnEHn(O<s!o_BF(VOjf$Eim6Kyr;!l6&M|n
zOu4eETP#$H;KV{SWkOrfa97{J*vt}>*q2{^JvFoR;>D|H&z|e}B8xbI%`(ElVqDct
z7z05u2LcEBhT2}W5BByA_jS!rjgTD);vo9uxLw8c=Y{z55%?7z0eX(aw|l2PB(@EU
z9*t&ZW;$Gg1B06CxkQ-Wl^NMw8^FEF(LO!V-`k;<@8yec?bB`7Sv~EBI70DG)R68j
zP0O;6?IcWskw01T)hui0v**&o47s7IP~W`1ZVo7Pqb>N5r)SVp6JpU;!*NM7Ey)^R
zneI(&SzZ_#?im^BbI0IKQ$&D2ccEJ>-F6_x=_%v6XXGxsy4!h>+~CjR2S68`<_5w8
zteIhcVQOuC;e|Bx)P()Cp*-(@{-k1pmHqf+w_M3mMl{T;tE|-vKmYRn_P!p*{Ujr>
z8C1i0RjOp_=M}OY`A=#*9sV`?CPW%rKYn`n^!{4&s)geAwhDu=a$Q{(^nks2s6E`3
z&zl*&UWOC38YzRh|MJV@pMJjo>4)2g+vej#<Ne$7YBkMc&*gP-QGRoO-fZZmKt{!O
z_tykAAsoJ}qyqcIQ7mx+{&7t0sJ(JKw~^f2IMp3`prz_09VT}llq$LFn@hw%MXjvq
z*!AMMC}t*!1QP-?HYm&VRZN_>inUtd;qj{3D&9X_+}toZSIWisWwUgD*Lwf{`tG*b
zXcz>*Y+r6PQ4tI@u}`1g0H_~6z4`FNBd?d3SSFu1OvSciXSG)I;^w;Atcy~f#-l1k
z_YQZQH^EE4k1<$4ktt;3N%8ubPjo>X9Be5{B~W5taVfxxWlI!I#l5e2w{rP3InraS
z0`}2#KhLwdxvY+2cXv(Ym%3BW28BXpNH7Z==1n`4&)t90hhR2Y1Ajte%G>w$`I9&a
z2_NEnfr#-flqNqhuog>8Bo@#Nk4tP}jd3!%Dxd}G=GN9WMr&{Xm}NSIRg6MjV6)!}
z`eG<Wod}^wPGd;UUrf!|yif!M=vc5;%r{(FRuKSRstI0OTr{Nt!>lY{kAX11E^-B=
zQ==oOHXO+G)SNAf=eLT7=zyW~>ubmh*i3@Br@M=CBzy;9`d7$tc4|^w!2w0DIbz0(
zp8@B4+hzNN;}d8%aEKdgI5*=RcVQ$~-PowVlUNBNrOSJH(fY3F<*D;?m%7SOx3V;=
z(cN$OirS`4;TZfn*q26-1C>aCU}B7crzZyBpzH{>KBm#(J|Cd6TMb}HbzUqff@#(3
zYpb|9qmfi;k-fRO#8K<@>Xj6+DW`=}t$AK+wi+#tM`kW!W4&6bG(%N=F`r9lDRF9W
z4x&2CVPuttUkS&O!g(wnPak6K^d!c+rN9KiTPWrdW-pL7^LbJll<Nh`fS5)~h?fL}
zwbcFbUqN52gP8UcN6mb)qv-tN3SS)OD17x)Ph)08M0?&g0?dBw=wNJO$jNWtU?U)b
zQZ(vS(QvNpnuOLQ#F3(?FxyGMNRui*nrlIAoyNMoBN1Q{<f;M+;B|MOK{0egbHB4&
z4Ghp0LsALkVR{FC=H{jt6XgewUFTbC_LELOH%0|wY-%V_6GJ9wx>M86KsQ7f3`nCk
zQX#dfk|XVo<z(BR`cb*yZHjw(I@Ju56d80w4MlG^XIKYMu8LRtV-x0j+SY=&5C&>f
zBzqBOqL-7im{ikD{^39VBd1t<m}z1x@C!F=hsSzB3MWf20xD5KeadHbah<(<JwB{A
z_SM?L6r|24;yU90<>&tuuDqY$^5-M4wzfqCvVTt}V)oC8=%IVF)x%XbGGaf(4>G3H
z$O1vHuvpo&5{QrnLxWvC-R<1<d<6^~<C8O8eZw|KDrm4<tSKljj27V^&87GL`|qFW
zPwr;~>uDdNLh{4}mTYuDM0wUOuY=J`G!jK-e@74+ofw&!pI%Wowxe2ki2o)u3XYHA
z2YS0ZEE*FN2nrT|FOet0bU7;>U)VrL$II#I5p#u<)l13IA9dh+i`%9!FH91ep1*je
zct1-+JT=?)xYjJwAEPm}#(E}qnhy5zLlRX+8ENjUkUvW%_ERadr_C;j>V5~(pb>FD
zM43{ECRwmmsaA4qT0qC2|MGzWOs&0g`&u1}OE+5#ExGHfg0R%%UG4pw`u%meQcScO
zxj+4I{o}{$KmPRg{<c=i9crSeR6?ypI&;jWkHXT=4_$Dk?Hgmgzd@5ZjqYoX%{@WK
zzjHfkPW3y=6qve5v3mdh{`UUz?fW;kw-=T#s7ZP;UpOn5FjobyvshG0amc-v&z_a?
z(eq~hmp}hNa=p54eEM{Mc~KV6td>#<6%D1#MXPvqW$a$XdsILHlo}AgQC6$v)t3=N
zn-}%gWs}ps+)_{0JgZbnjcT!4iRv;)8e3!hix{2k<)&1d<|tuIb?IagRx8U~I-9f<
zO3`X6lfkFy(7gDP5KLq&?WR~P+y#-#WF-We<q2eB-o_q~v5t;*HM7NIM}#V=NzDdI
ztEj`2y~BeY5lDV!93XJO0geM~G%6G;jE;^DLKzT<0nkVZzd$TVDxIY~QR5@SY>NsZ
zZQG%GDN9_|!t6ZqY76VcG&XPU^Des-07i^b>42Vse3oVKySkt-=0vr?GKR2?HE6iM
zmkWqWwP)2_S!Oa9A0YAj8b7hTXeTkgy~)zQjY*ahoE{&RLSy5HzQ|T;O{KyRW!88X
zpefrO9o?8WLrx{la7yxV(-XtSfyohD*Ic1|^L`@#5z?td(sRNpf-@iC=pcF$VZ>Td
z_qiUZVSo{)<)or;!Il^&5Z#Bxs87Mf7;^7Kc40dWX)D26IWy@XC|d)+y!YdiBoWs5
zRaLPJ45t6cBar!c%eS`iW)L;5a?@oS;t4*{5Rn9e=D`?<CY1~cUb7u<?{07J?jbHJ
zVWn|-_x4ls^6KI7;ru+XSk2ZskcOUe*`n8+BzUk~*5J{iL<+N5fdjEF1CnA{cNojX
zvZnq<quyj#6r?Pb6Y(e?ptK|Q$w>ujM&mk)<0|EmSH=!i%?49ZQLXV}Nv*=tnnRG6
za)p2{DCK+C&Ej0p|GZ$=5N2z!;qS7p=~S~3*kb)s#Sk$kH3rnljD(q*p5OTrEN~(J
z<Irp>9W$?DbN_hf@YH6LqL(Y=Z6|?bsoDL#&2XawhkAP5nbE{gfND}!oV`yEhPD%D
z4Ywrj%LyySi*>Zu2qf?F0;?pn%=QnTlO#w5b^vB)yZ5>QzTz-c?$h1L--S@q9%f_f
zundomKwl$r8xs@kBAg^rRA!07O#S^`*y6yOjg0flkB(2;N8`}w7r*_@Z?SM)ez~bz
z4LaI{;z_{V4^M-SMhGP=ipI|wfx-nWAa7jN#7OtL{OiQT?2LW>61VW@RrvD}_;nru
z6WF*~Y@y=O<CXcT%@vc&#8l?PW~;9!sDlH;t{Txs`+31D7G>s9oWRs1mdj&$U%!6o
zUV%TbJL3>=-NIkbpL1{afoTX0!x)wRJ%9FHZ%+qej6~Se)$!ul_f$i)n1J}Ot~~&0
zWqynu-_4y}6G5;NwsK-_8j<!QduFAeB!;-rv{LA5ofspW08vtxSai?Bt+BK?qjjvO
z_jN#7YYUzsFfHrL%tZo~E9(RW8p7JM=ij?kBr|caAydrmA0MQ$npaQx#{H>`N3lcX
zNImnKS<+@No}QWwy`Ra&jx-}4C?eS7#+N80#sNqs9;$yg+wtPO`1alP|Mb87?Qehk
z6Dq9PEY#F_o#)>?wk|Hq8Y*yN&06ZiW9{y$aCcR{G+^i=-zdjud97x~oL&jaQZZ)S
zwxK1(Qk({AzNE$sOPH$Iljy!tkJuM+G{jdd5mj62=C8B;AhIK|2#Qz_o9FenA0F=?
zDXOg>etLg%chL$&La9_tWm61b%wUjM;^wMKQjF}cn+7Q+@c!NH|L~vw^7Bt`;YO2^
zt}iP<7fy`Vt5(U14;1o=Lhj7B-``(fTs8@m8Y;-3z*x0Wxg%2E2h4Z<_=chGToG-#
zsCZqTHkLfoMaDmaRgih4@_5ZiDyuUPWl(sbtSnOmAbk+{g)^VBhS;=*as}ebk?>Kw
zdz%(Bgi9a?_Svv3zP?rnq1hl2J4z=`vKif+P}X)r_1VcjBhTq+B$+td-sYeVbr#k(
z)%T1;g@REuX{Iua7P^4FimS)dqP$=$BN|m2h2cF2Rh~kEJL1XpFuS1Q7G(rtDdsXU
z7`<SD<{O9BG)^qf&8|9OXJ_pnra6*l=cPMo_F^NXLtZ1UGCxAdOnn9Dq5wpf=ltv>
z<tUVT&dmUIdt7co!rOvoxGnKTf{tsJ+Q6fQN>vh&0ev77Ui#awziE5*icN<E$?Zma
zWN-F_7B;?qM+++z$Lb#JbNgj-#e6oi=@Qu8OeRjTWb3O|`7kL7ccgcVfeW2;d~__e
zr~HccXNc8VEUtF~-=)JV5k39;fJ?ZIlZp`?;fQA2kHpP<ba>HOI#3zOxXDqCC*;l(
z?GWti+jDL#p(Jbu>!ti3Ts(|O{~hX*kDi=tt}pY?+b8IvGa4IMO6Lma*LST;9>^bl
z{PDxb4{!4@R#_PNs@ABQ+t_Fbwlv;6Ts50j%$aDRsgBiZGxUP&xkjS=@M=zQf^v?W
zh)x|EuD^*!PmL{bLWpvxT(A$}a&%9F$9#1fGgQ?E2dQ<)&&R80%ErRt6#3g>5uSxc
zap-)ifcor=E;s~^>iZ4$v&r#cN;X>>{K@S$HLa`7S*wb5U+o*R&P6MDC=FXE*GP>E
zt6P<N6BwN|NSh45u`YV-9ve#4HrC0bVE@2?W>TBbIeXHOJ{;G3XaLY8YsccsA{5Dm
z2B8_>=8b6gPy?h8#J@6h0gdcf65v9MZr>p>zIUKW)fh*m%AH;9ZnfS8ddttXSvFt$
zDSIBe?nlPQ`iE4x4s^D6%+5}}di~sFA~$)4z0S_=-~Q8YU%q(x{F&L>&-(hLrRKb{
z!M;8r$I;<l7DTZhSA^||*oc&*b|K3IFPUA;{M69S+MF6m=Pg?xgxl5G^XpuBKfmkG
zM?hl9{@RQb%SbkPY9I<>f!&f9i{v54{QSG`pMUr5v+urDEn$tYH%D!c3=Ym3xjWPs
z5Li#w3%Qv79yQS6X0<fm+1>l>IRnWgV!>UD;S=%P-PJZU)IBhuHgHT%+SRLh;`#IM
zZ1ljSscEB#1{HjXFyqNt3qrHf;;gdh-l1WsA^e!K9r6sj7h+pMldUNuEY~KVG{1yz
zou8kQX&xTwH<a5zHbV?|cGsDCLhrp8|7I92V?liN`la|by{uTt=S%tKr5idA`kB#?
z%v4WpS_jcMmzNgPqe3N{EyNP(Bc&622OCEJnL304V|TX=uU7L0@%YmX+kkBDsek?3
zFaP?lzldjDT$T*ZX2`$1C^qFBTOx#MTvMx-G-l|sl~Z?r(F|>?O7c~Q)$8d}@hlnN
z&t;FbxhmH(@X=OY99$cvH==nA>*Ys7U%DL(hC4i#A=LB3Fv2>`i0=4I5$WE4e0%@q
znvd)9nv<V!Q+xN}O|xnI->L4ed?9&z)4IK^UY%QGvsaf@^C&-lxVo{jRnm_S0ez7p
zS^d3>W<75@QYv|ZMyuEIt!ByZYPC=a)L(}E40#1UHE?8fA&X<H)i_6m)pfdRw@7C7
zY{Zq-uW2FO-oPpxL==e|Y7;zNDl^q1g^G{s8%in#2)fm+6ideZEB2;XEWrboP97Y=
zI#zQnraVj(A0KF(DNmDmmcXgXQd{|!Km_!4dbE3b%%TP9AOYs_V7>*n09$0T89we}
zsc3oSwdVumK%+Jasi`-|#^9_lPHbG7xKvMAM2rd`&mpPwbP1KfTHcM{LA=`ALG1Y{
zOSHwA$)#DXU#4Ig+r5VKK*nL@gaWKNDoVArguy*~J2w0z$;jTiat44z2kFL!f-j2X
zl2jQDbWcz0YN$D$9v?K*cw0boW@Ki3ggabahxQdFc0Q%{w%6Z%^OaSPe+(}@Gp#*u
z9BKr;95G^E-o#2hBk{!5^__MsQeiSF4H-cht!XeA8p3#;M&sU>x>S8k^g;lSu1Z?-
zv*0nlCuAQ;&l)O0$>?R)ba2FD6^~9tD$Us;piw!EB|19XHZ7Im4(Y6-MHeag*hdF#
zgO{ODL==Orj5p&kTV5r+;e8B(6!65>QGgMjm2wqNck}S@=KZ_(pFUokx2`TO5MJ8h
zO~S6$8ut%xTIT|{g;ukCabB;K3IM*(v@GkGFEXU@aEU$ez$>y~!;?l~)&c|#Rpb<7
z%TK2G>x%}ICQ@1N(|IB<?3HQ$m;DZZ!13BbHvbOz?QTei5nQXi2Da9@XsV_;(K<;G
zTVNaMRapwg$@|sbiZwRFn<I-|YVROu>w0Lh^xR+Jop1X&r$^D4$_b-_kXD{XX~Q~I
zdfn7ogRLlvbBwjK(-Y=en*`)8N*Sai0z#Z!d{jzYdGi3{$Z?ctYGSS^h(S=YMxj+p
z?t5gYvj>_Q(YFeEjZTd39-b(O?d<6%Dx%1!iYsfITHWkh#dgdJ;j4dABXnGcR{V}0
z+gNw*k-%<scbXaJ1jD)UcYXQASHJm>|Gh!JL_^;EfuT{Ma(8vpJOFz@gumq+O~O*@
z>$d?Agm^CgmoHvus{p{9*zVAV_in5#l0hcMSw}{G_nY5+UWGp&fnVnln47l6ULoMo
z7mE4x=Bi*>XxL_&CF#lCn<%7BsN?m^um11{jSuepl3^$VgCx-N{agTDohCrOeDPgp
z$7}k6ZIt~K2Z6m8+k*wy+}F0Y7o8oiMguXXY?*G-_UzerOk4mMD*`KxN6s&=4v$Y^
z#k+etvF;iqklvKX)ty~HYdx&s>vM~9v`Wtd0J_O|ku1xk0P-R~0?P`$@^#xQG`upX
zWIFa#gsJ>>NI56Vx8ci}`7givlH0#h7h*4#YsGTCczNA?c*7zkjJA=>^7_V#)r=UR
zX+)>2R=Jo?1_t$zj?Ci&v^(l_jJj)qUdkD0k&3YJLcjd-;r;u&t82ye_vaVI%S&oq
zxzV7=nK6{RyezzZ)5xVya@pv`d4VM?mx&k_iSojXshCjW8a>^~W>5F`DQ=s@76TtQ
zH<plEri9~xwA`yWN~TV=n;Hmy9A#EvcRxbbQBN4a);AYV&ki(HJU(8TUs<b@Y??Q>
zSFQ8<`9-zLyLCZ5ELAIoazV*NU^}las?wUbH{`|gd8<mV)HtEYOaDftoG#{dWfVUC
z@cxg#`~+mmfimP1v7oO&H^q;Q{N}4yULnI3OU6O3%bTn7tMhWbRIC;g>7-73#+9%P
zvBw;mXv~ctVPB!e82jiO{nEgn%4W$lR!O85nu`Np(Hnq6f`mobYBY034tKSgnRkqM
z#Gz@KASZDj<@4E+*35h|5QE86!cLa?`2ZUu?YJlJ$%KxSKq`?J!3)cv`c3^~K%ghp
zoqiUNON{37xj;SbvI{N?e<6Vtq8I>#YURSVl#5VWKFMbomN0h;R-xf7&FjB1NRihI
z(4wg+yy8VCG?MH$n3h+U!8sLPv~w_vDrA7s>f#IqPF*La%TPzpB3w-03?;McYY-jZ
zvf!i!FbVyYr5T|ZDj?R2rXw^am}Z6h`itMYJh{v8b;KQh8>Ij)PXoL_sjAP<sLHj~
zaOCy~j#8`nZ1OCXI1cdy4m-!edkF@+?TG&tCSBVAZCUYm_dqR(YcZWXL##2IA;jef
z4tBTEk`fI#Vx3qleQV3h!R-@RC+FZ6vWF4QA!2;;KiN05m`_-O5{4t*!4fpjvou9N
z0}^Y7Kv9ki4{vOl&g|?+-#y&@@TWgtT;IQc|MBkbhVhY)DxE@DrrEfzuC7E&K7D+=
zM!{aTU`4H`rWCmdGs&cnS-#crJPG9zXOws#1!rZr!P6I1Z~2IQ6CpJh#}XOLEHDI?
z$K%|UGP+@=QV?Dvno`VO48unGC$Xk3cAKw-rJ2ZyqT@pnBDv4$geQ~&pbuiPILf%@
zp-ktH^OJljRKoY=WTUvQ*&?nuWk`f;++SjbrN;S5JarsP1woU_iPhEUs&F1&8XXcM
zccYu09(8Bthex0Zr#hr`b47k=V%Y}oWlquR?t!17nVNJcS>#&NH?h32(_vh8U$3q&
zEn%40u(3s@`9EXZ2Kw;-FJ6An5<vIw>+5nRQX2&`Rot6VIxsq}S+%{rU3nvfW|#f^
z`)@$2-~Q7-ef`x}-+uj-E%}RQ-vt|Qr%@(hB9i^GQyur^^cx!?sPaILcf5N3`o(kQ
z7XE&1adL5bc+HMuVgB{Ymr^aZ?*H%~{==_x<^BAwKOX`6GnrqBVtw`2JAFQG`^NC`
z1MsxCn7cdM@c_fd)II-JMLj3XE)r>d#WrV=T(|)EXp$Im{q=QsynOL&QW(q)d3v11
z%N@gwi>+EovIa5aJkR{-_)uqO$9U-Oq8avCHLz#1b5ocP8#fL1&=<Xv=(E1QG(0*;
zN?F_5I5<8;m@8A7Tb#vWac)y8aTg|`X|EJ~ldiTy^e$e#dSM^8yta_96kxyLx?h>w
z5A>1Voi#++3)L9UpJTlmm-VZ=%k!(o#Z}|yKYo1o?pB`_eJxDYDZ7`eiAWUruc{dg
zK{lV5ogLQ<#u$%GBVE<%cF;#WV~ka&QLB9X$Dba5{?msa|M=nk#|O}>R?7t&OWF9j
zRHL3|#Rt#0sxldadDe>g6S*$q9rM}Knh}uAd^)LOeYVl05)w?JOl5^4>OxBa__ZES
z9I5<51BBn9Bf_*{W8>n5k|Eiqu9$*nNjWhi+rX3KBd+VUySv-#>+AE&7J*N>gh|<T
zO5anj7pDzgNGYOD_`BPS%kwgB;PSGmc-#XZw+kg>1gl&^%Ixv&-T(Y=|KsibwST&Q
zxcu>__sT0&G$p8tiBrCM6&8jVpT>_<3c<2TO`HDADy>Myw|1c&>;bB758#QVlEi4M
z6P+=hWq=`$#qlRNhbKRdwQ~Q6@D|!uiActXt4#IbBd9i2g{elzJxIDS9zV_HQ^&Md
z<i+*_Jz31C!;Mrj>g%%;(Y!t1oy}+_;Oq|+jjk{T9+H_fBTM#9D0kgM$N+rS<FK3_
zMo_y`RBb^IdHE$nr3vH1cnxR@P-0>`Jvufrf$x88bV6gks3ij#n>%UEi#&@yQArCS
z`8Z>=B62yPtbO+TrwHa6?-nr0n`7<P?h#(Y&L*IR$E9NGWA(PV*25##R;H)L#YFta
zfwCY;Zf*f8)KW$FE>E87wwKS_Up^mpoeYk&x3%}HJ?`xv9UKs%0sMfXT&6&vip3JN
zNCUXd*u>3*GYax#4By&>A2`)9LGY23CvDEr%<B1~{OZTZXq*iNS-LECd~)ksoM7~O
zqkMG4pPZa29c43fc=;L~Oqh@Ze8<$nQ27-+QJHL3f<WUHn-{7F*$DZn@hxC@&(1C{
znqG{XfYF+pTZf<-<|uM}n#otLu5U3_KI^QW)NI=G*Q&MqhsS!enN(hOBHEc$R-abQ
zD!^PnFBYqKYJ44o{b^J&3lCUCW)rSZ)8{%Ov@x^!Cq1ubLSUf;4L5di$Iw<peB$u<
zi1%K+1@?#Im<*vfuo8O0hvB*_b*iY-J7X>?6%tvBgJOMW9iyUQo**$z6PUCk75gWL
zT(A00*L9rjM;7dBmp6nT!6!_aap8w1ZA8PsM>jNE$R%?DM1u|v(L_dyz+J9BCp>eX
z5+Fqp8r8gXHLsA{#4PiqW{mymg=I_{TShmP5&{#@*jP7=+t2Om?}Nw2r>4x;rYgd{
z$S!&$Ol7ayKhQHiG3ZCz4Z&B4GM=u!!4YSWVcsv>+uGXIs~T1^>8FQM?KZah=l|V*
z``>)??bmML-+%Y@s~6uxR`%cS`7{y2qVzlUVt#h6yNhpSpi=|IH(zzOw{>@SSS)78
z`!<&?FT+3=M;QtGyKlbvyaazf0>9cL(ATX`X3;HP#)YhJ|3|@DUzK)OWjQ<8KR_ky
z>*?-pXYLyO_M0!2^f8TSD6&bMCEU!8tBaIr(i_p${_^#UXD^<AkIv%r3B{QcV>W<N
z|5Qb{Wpq00my5f*r`y6YIN0YVW0yze<Y&+#W6*KmVBh47dgs1pFANSd14RI6DpcpJ
zE{jPn=og%y;cy@u1$u3;pZvIEOdR|0(u^7?Rvi1R!J)pT)w$Nyc_yDR;Sp@(_}biF
zh4G*-<hdMBwO(mmH40qlmGsq3_57lMGP=EO@UGKOHa8cKk9RbB)uj~g>KB*Qcq+=3
z19t%f>9k6rL!}K0xJZ`iv;h95{U|Z+=DzvMUw^oNkl$*wE<^<hh#D<Ynat7cP35Pb
z9+>mb&r2p*n?q#abGZ;}l#|s`k}mlqlI+p@?r!SY%&{pyto|(bS};umhx%CVGlu?T
z&~D++<7kAsXT1nR8&9=)>;5uJ&gd1Zt=QJl<>f_<9(a9mdv|$p*|@qnzq~oWzrT9-
z{uY!X)H<G_7B(JRnV;NPHTBq(>J3a$Jbn~FU>VC4T3h|eJO;dNZZ2Hkv}l@8*6Eo-
z38?Rcyckc#9v*MB1!RjELL?FlU6C&r(p0Ww{OHuXIMpaA;}8ciWeAQAxWW`X8qgy0
zujo9J%knU5UIN#7f{u(pV%~}vjjbf}AkDGnA-Sy3B0__KJ(o>#-=&j!H?|A;Ou3Yg
zogHb2(kc*(Y1!P3>~C|J18mV#88t<k3*5zGj|w^h%VhR<G|Jw^v}`^CpOXJv5YkvS
z3dc0<5d0?{!g$Mz%)!%4Uwd0-0g(%L&%8KoW<rviTPEO$&Rd=ZSD3>noch%b4L4{e
zNTEQRjOLPp{evxw(~N=It2|%|B2EmAJ_I162YcIs`MdnvTN}sw+mSGqd4ZvbXli*<
zFa>B~0zn$c0XEeXff?3;uh@Z4-h!y^)i{~a(TRR0NQDC3eLVb3@~K1=A5*T>jM6jk
zz#GKMXij0qf}Q*Zhmm7XXKM3Q8X*$OX|vfhEt2D~kj<9i+H6+tkZnx0Jn{|nGTRzp
z_84fE!6|YW_56;5vxpC0hEFmSx~BKB?i)O6`@zB|Fvuurz?Hhy(0ig$E~)4FAZED2
zDMb~9wz|7}$ZZP#0j1_D5)7${w_?N;@!$x{RcozeI)8op@ZsYpw3hR)d3l{FR-mtv
z8CR8t>WRIBlSI0(wy`b(nf?FSyN}++(mhS^+o@HdrZIETD04G1!z$#xr$kcTQQk`=
zMK6*PoxBt#-F2OH%b*$<Ok?)5Y0PFYA8&rIau&U4bT_(ZSGuK2L?|eVJUr*T&-=K)
z_Bz*UMr)rJbAXw5?3w+{<EG-Dq|=ql`p)6W=H4;l7^)%RtM<dks-^|H)CgZVpQ}Z?
z9_Ih*MYVWtN>P}g8fIE){lihJ5Qe~ycXiP?fqhbLSUVw!ynA)m6!uY;V$;DzVZZ~i
z4`-Hgi_vbnf6R*IHb}V@=9L2A*3TA->~PHa%w2PH(@r#J&HMKsKDGsx$-V&HWiEx*
zeba@)G=Xw{YtP)S4L3|yMA0X8TpVAZyIxZR1^DWXfK>A}WI)jKh&Od%LgfIxDH4Vn
z0fwl&(7?8~CM~5nhyclf?+^V0-2$N!2jJ7&H{S|K(k#CF_P0a9KyL&jv7-yV3iIEh
zLLc0cnp^{p1I0p|YFyarLq~giUvKZ!<k;fu<o*@|;G|aJp00KmoncC^UcLHPyYjxg
z@s}g;o8SCKv`av10E65=Kmg>dQHqJ2Sy+e-4fb>P+WT~Ov|*Wg`+GjLy<>W36vH+L
z2ldV-;){bO78PyL(Kj(NGNNn3_RVIE=4hn>#sIls7>k=<7Nr$JN8}Sc*y!kx#)w#q
zMyU;TmUC%oZD|^h7PXIyGN5`qTe7ViH@+eot{5CRh=tLzxw1sEM7#AZsV|Ci{=2=-
zYV?c7C-)Dx&_UEje)Wy*gt@dHHXWO^0d4#EvAd_+XgJ-ZWnT1Z=IL|mho5f$_{$HU
zK3_8@Xl3NOXQnbNGI_dv)hazcH4d4`4tBVza6ZsTxxx^RGFcZPyu5HbPug5Rmur=1
zbI7ZQ$LqU?`u#)W=@T5IN&f7jnl6`<L`LoRj}NV<Pd7r8rM!WQtNF}6xTPi{pFaiX
zO2t&=JXxuDLd&Gp=`hrD6_V7ITBF2%&%1SA&K{iXuj?R6+wO;--P>IWgCMgqQ10I=
zob8wOYNJ_e-83W<Ti1<;Col{Jb^#Fn^z)ba>=gOs`u2(i=0JY%csF^f!RdsVO5z_n
zy?eNAv<z^m+wUVk%9TvzLOJBd)lH*ub&)(f$`wPZF_aFR((ia|vM4X<#cUzZ<((_B
zgvq0op&vqRDuXvNcyN#R9#M8tFZ=7w{f%mI3o*=uYJmOpi=*RA=TkHh28f@fw4N99
z>4*DkESl0Lrf9An{;phB8>qQ32LM~GR>9iUbfz=UfpFPmA)5ro_`ap}z%37jF0@ie
zv!ZtWSw@UH#!-fJ3hnQ!Y|KYk3%sg0p#{cD$rQx5&s8<UTSb>!!*LztlP9Yz*XpoV
z6RhXVQmkA$rc|La;fKKCx**{!Ln5v&0CqiHzP+McVi|{Ly7a-`mYRR08^f4(P{`xJ
zP%EQU=cAjeR^4%kj!PX6<{$fd2k4<e&D-1*W*HhBVWKo?Uj4bvQFm95?qbdXCLDsK
zd@-&pG*B!l0u4I_f?W;{DHdTxq?dQ2qk$-C+@-Qo!9a#~WoymG<yrEC$h)(-i6$%+
zG8?N)+t2g)SkCcIW*dNT)^406|GLszpTZd`<|uWzhpqHR6NmV<gTqWNL?(IK@j@6$
zlCJ63e3N)v=f}o2;~(~Tw_Nr8i_=t&bssf{;p64jArqQNk4|T2XEAb2RfT+sn#ive
zTwiw&(k8dJxBd#A0n?Xe1l>L2(F8Oop~*DVluBhvYi7D@(g7*WH9bq|_aJ)uV4kP6
zqrZ}7asjlBMy*<{D45L@ipuUO)5bS)DmJvW8uWcxLP}p$vigm$?`-9&=a}(KC>AzP
zilNIp0?CdJc67-K>CDVVL2aN}sv=0ryTI6vu4B}h``a_7ntv{9J;A&wg@MzcGPD@8
ztjaj_CT3QhzWvD5wC(DYQ)igts=r^c8{)~WRfra>)lqsZeqAc*`wes48N#G9D4!b%
z<d*$xVtqN-_2*}Md;5ur#*j`#Vqle^u^I{;_#CrArCeMv5>qaKH-N`$QoqXd<S1r}
z5;-(DGjD|V+Q{%oS7)cb*51C}5AWUrPQVzoLM%%yWPfj0U}vYN*c6du)9QdCWbt7)
zdcnyL@85TH1Qu;k2z`B4=v?{GK%cvBKwru%e*4?szAV8nN8n%c5f~qybW?Ka_4f1`
z7Dq<mtUcV{(v%sCV!VeKx<v5Fd3Yx^6eA=3(dm$VHYtu4;#Tjvo41WpLBp;;J}UXB
z+}^Y?<q{gab@v5LFfwV^smajjnW2$ExGUtxX3bFcJd+46H!g@y+v*B8&6YdKin|SE
zF$8xE&R$)0BkJkxThie*YiXM`Wk&GKvvK0sVA^+iZ7gR%q>)BDAq>c*vvHuzb31X8
z(h#(v7h2+5UZ<`7WBnQ~;Z3S!A(q_f)90&3v-I#-H(OY}LpIN{i^Wj;y=cCV`z_6`
z^{YAmWH(Sx!FZ1{+0wOBIk&k!3@-FQ_So#(r)P@AGi+6;slUCv2e%$;k5Bd14XMQF
z>fFsWGC>2=0m7hEIL>E{1q@kB<Fgsjb9srf&2(zdOdk#F;+BOX3kti6EPy$T8N^hs
zm=x9Iq!Q=UpCBNBA2UuUc+xUP)g7XnU`2`vcFP|5ho8Rw@Z%Q)yM4B3A|4tWc}s&0
zJ#i8<rt1IhzK-C6A)8mtPyqq&HO@s68qI30QBJ1zGr6O3P&~Cm;0Mz5m$U3yN=X68
zo>EyKMzqkI7`8ZgELA}c4B5<Mm=FvO&a~|fXf10@6821}p;j@C?}T0cz+6I25nGJU
z)JSHez<-ns8%URBCr^$p_`Sn4p^ej1um2R6c9uFV6>}vdSRF@F;_Lz=McXXaru(rW
zVR=wwSFKAEz>$H3JI5t>kf1!Hw}TK#bp)Bhe8#;nIdWU<juna-*t*D+1(gNzc5|J)
zuE^_Hq1v7kYDXD`5P*S$tIKQbUd~x^q-Y?B<TbOgvpK02g{-#Mmn}^2mH9pt8Qya`
zW9|$|=F-{3=6NZ;?-j8K1;lv9lYKZBQyk%E4d|I-6>?Nnk|A!|+B=Cylt-(u(4~xj
zcV~xU0bXqV<pce_t|J9yVvoF(>dq9Md1e$K``k<{S}7IEg*;QbO%n>yH~sJC?h}`n
zbD_XQ7pza9%0Blvb|+w$gS~Pt=UkxPYUK+3Su9Wi*TRonNSl5IL34L|!-#Fr6+?w?
z;+$_?!$sFlGxTOfyBv~BuRDv`Ax??eKL>-Ew77e4lFZN-%jN*6LDM8-m>C4mD4!O_
zOXt|oG^?8L<$O>oaeM!$W8yhM5W=+0E4D_%DXw6W5L)!a*&M6?>iQOf&Fn=L4>&^#
zt1zZdoDmBxW_p78Tsl|jbU}DM)CG64fqV2SIrGaUyxr9;w0DW3qrJlFm(7L^MLLtL
zH;bpKy@$^ar^sLD8gX-Z&S@lvD>=*Y@A#cytB+I9zjw>^s7!cOVad`WO<gyJ<8x8J
zDphogol1RfZ0~SRxGyn7YNVbExsP@ACE`nHD-#vL6xxG*C;?G9n7Tcc7Y8S21Wps(
zxAu;VJ56l4tisT9dIM6{H=g~Ci7ADOb4z36Q>MW)05IhWLnOEf*Vd40hI+dg-E6gy
z@q741O7exCxWe>K2)1xPQXKo-|084X-o6PsBayg=#PNZVURT~IU)jWjIojk8Vuxj7
zY-CXKL|G)h?&HUgot<5i6C<k&k%O(pt;BqEdO{l{bI8n0{N3Bv|C*QGm-qg11RQ~H
zzx|eplx1{ubhNLx&w^vaA2#(Uuocd#$*!(;j1!+`EUM8|s$SVkM<jyRGIVi~d4v$7
zy4wbjuA+s=Lwl924)obVJ-69MH83N-n7LR!yV(GS1{pyCttlmzAv`%^v<r(VbE)zO
z+D1s;@2=ZKO&JQ--!(Qi=(eD^RcFqxLFvtn1df26o>6A+(BwGW#lmD{oFb{Ae`<Qd
zH!bn*jteV`CfYz~IIhi5hQHC>(<$~yvm=ewnl+<O@H|XY9PE(B{^7>q@fHYV6bY+U
zp~S7drss-+0Sg%QxU;<qG9jtLR=y}PPa`{ovPc=ZtX@`irUf91`GsTZ?w;K}K(8-f
zZ<Ojke!5~E!9G1(s=yXJ&mlN~*MixKC5DtkG@2gQvvdGv+9A%eC!X1a>tt$=+6bXB
zdQ~qC-R2o~s4P=5?B@akcqc0kOeKn_b6bri^G>~4QxI``*Zln-e*D9qeyU&Q&hthl
zi5TXTG_ojPR!a}JE&sK=Xqk8n0feWg&kxNOvY`rdUR~F8n&I61UTw6LP>dPKRBP3Z
zDMs^2P6AOk4>z?|tyDQT%+c@`D=8#eZK#u|GQgNdM7)9(*}%3Tjjc`79z7Bj8H(cf
zv?pzIXeYxAY!zN<PHD>-v$Wxl6h5=|#2ho}@S&WYDHB&p!LZE|7ycRs(4@du&9_;>
zx}+gFSXs_7?Fv~Un)+GvMS<k!JjYi`IBLB>fS{>}cZ@kE?jcd14Le@l9;4UN;<E3v
zhhe@LhGC<f^%a1lQp!IM#f}3i$T3t0Pug~3<!~3Q3O%2y4tRog5^HRReC@h14tGi7
zx>AEhpSLPhH5kEsuuC`9T#5=a_DFHT=^^J>s51qtSllrgfYY%W(*t~6u))vFFWJVJ
zmKBRn@-$O5bzu&O^IJ5Pu1t*bY1@Aw#f*C4kR#_waTv67ba?!nVWdN@G1!wu#W|r(
zbzbo2v4Se%c`m<WcJ|7WkSVVrXPPE5DFBhqt+lm6Hsg(}qpy}Vc2urfSDb04GE>}r
zM7v?uz?KWpjtTBWT!O*G<XXd&#saR45#7y%28$~Pa!I&05}u6Amo1*JZ_8qws~may
z{OPh@@qR0n0Pxu6DQL8QAGaoXVr4b7(YN$|-P~SX)M}|zR)F>4>ArE*P%@FtWzQ>>
zU=b^yixXnrXlfWRug5lolF0PNrC{<!`QrTMw&9Zvqu)(YIy&S6wO=sSOY{}>C)VM%
z06^wNB#S!r0a^NZ&S~k=dw9C?Y{2#M(wZ<WS3JSm@XDa47qaYahbJi!UwspdWULV@
ztGxP0XSO>R7m^8uV)5uSyL*`4-aSO_vtyY!k22%B*B4<U%)DjS2P<lZjqtk8&%500
zOlRiijBv1rnVnkz+w^}Wq>0uyvgJzzpK*;WUR?L6F6Wh2)u|~_kEq^MqNATxeb3z`
z?Sd$ioHV%&Z?+s-$=0T#qw%?j&U=sV?d{eHwy1=7X}RqKlodwE(Ga`4ItIy~W<z#&
zsj~+ZRa4ki+k*>&gmRS`u}5D~KmOsv`|!Y?ULE^Oi;?veyNM+(N|cwUnx6K{r~d8#
z@^7s^FaLWv0{_a7!1%~Gmn?|ISMRdIP$?%0#+9vvE(nfIc&WRqy{qG+OW7mY-G_#I
z8GI#l+^j5)ss!;r2E&?9>v>ern6cg2*@2_(X#b$v%k~Q566uK(E|-j}7%`(xxMoou
z^z!`Hw&$D#=SCwj>nM9X?i~tR-<Tg7>{?hfRcJy-w0#-J0v>>a3p20%o}p_)S<cql
z_U;C1&NFm&ezcGCV2)tg7AbSraFDG;p-d(d0N-*u>FMpXC?W!`?{8|2D#epzkuORh
zrRaLKMqZM;q#?V&cyBoMiQcVBMGO6<R*K_e%?3M)+uhn#tOHKX=DB`}t83o-J;n0p
z=d4!--YKuhwXSQA5B1NVTF+yH?mvII1#IpfuCWN&tlZqj<waV^QDhQzW{im^H*yCz
zRj&b3$$atjIJt{?L$xt|g$a08?BtQvq0ykSRkSXEg;oT%7hKaxDy57_=*a^VQPO7=
zR9@D&_e;>%4?lbo1ORQyDl0FmGHCAV))ba?j}ODO?>U-VtyY7^!t`ZO%e_XWo0{1}
z4^P63SEe0dy?C)uUX~{aw%#%qrmoKN>FcMbuN-Fg3N*8&BKiw)a!mP?K?A6YSzy~*
zhX<1y!<8k;V7y4#&;X{73xXG+W6c7ho_P^QAxxk@D?oFA%q$|#(pw$mq{JoVQC7|o
zu2xHo^T;j&6JJvBy(bU-+I{U7hdb#MF-)y^Fz2i#__|rQHq=cdL=jn|R#>Vip=Xpb
zD2KaB?|~Sd;t0#4<}rLMtYSaH`jz7CNvZSq)Vmnm(A^mz-fqI&>XjuBjH0PHl%9o@
zIZr1W73fgc#a{Z9UtOcq^6~x_#~NBp%>tiTXm_AA&BP7x(r<4Bwv3^gFIDJTK0U1>
zhS@on#x4?29&mn9rf!F~%ehTn<RK42yVY)LvcJ2FjE@JiB(AKk1Z=jsVfh5TT%MA_
z#uo|=^S_zeq}_tq461_A&Wky1<h=9}kh=atu=Mx@Wo)o`d^$oU#Sa<`r7iDFk9{Fe
zj!Xx#>r|~oK)9P*G7Xr#P$YY>Yb(Tnt+L7l3TKyGLpVryr&JO+0faD_n#<s;5H-yh
zaiw+c){f$$-lQHr!;=cNkamoi0>6XwY{Wx0IJl%9>ka#eCuc^zQ4cinDSDZPZ4+gv
zkT7pUS?m4Nr_W!%iuDQ{PQ_;C7lX^oVfUPNCEN%Al9E*$2Y_kGgvCHrr8J=Ci*h2N
z;RGw`q(UXJ`_t~PuIo&55Ho5Eho<e}Kl~s6o0G+mZk|iX3x1|DYl?s~VNQ9<qZ51@
z+_hqhVZ;LpP9p}7nY$`4*7<ok6zFc6Qo7_E69WPHFmhh1#~Vkzxyy?cI#TdevnaC_
z%-A0IWFk9Jb9qHBJ>f=|FIQI9*CwOW0;KEP`%`YLVLxpD8+A){J`dx~LP;w-eJmOe
zmRH@`^hNDId}7bPT9ji)Y0uokj1n8SVv`vZ`Kq}W5NK=r`0cB2-@SeN=JmJ8E{b7a
zpI}F~?k-SY{nxa<iCCOEP1mq3VCWBd-0^X=7?YS1u+FZqah{tQ-(q8#pHbq?72Mm~
zNvbqO<zM-l`||c*j=--+psTIRf}+ld(Q9a^U*8vR6)n=el$xMrkp(NXzOZ)nhYT|G
z#Y3epLc0v*22^ubQ6Rmsxx_04O&J6{Fc8K*c67Y&?rIZ|85p2K#!QDf%gN;(%q_&W
zw$0I)#fQXZrY)326FagMzS5&Z-#69_+cTq4b()yiO;4nAsJp?TiRa7KyE9Eihc~x1
z93G2LE-lXq0$}jEI@@%_nv83l$4X-9ICZ2FQbW@|3+u*;`;3>=-tl35YxS~Oefs|4
z>XxOYWN72z$u<cxoi&DLtI?{Y&W=fJMk{h#wOZwRJpd92#0+k52sH<K$=~r2A+l;_
zXJ1#$;?XzBuf=z)H9|O1^}0q@lOI)^{`}*kAR+tu)2CbCyt%_oB`uGSk9DJkT30pC
z|6J$A`jw$eGFk1PY#g3$>EWki+EQDfL@e=Ig_8OU!p8|I!MoP2Q7q>!>NV_u?Y4qb
z6Oqm`<U9*^jyspj<^JK8>5E}rPAgc#8W-x$D3Y2tV695E^wUpYKYzZr?hx{bOL{Cn
zeGWb`=&N-dB9o7w?wU6ZxGNy2Q~v8CzZ8OPTwRqJgD!|ir)U%}<5X@9C!*bw)hm;h
zz@$r^fR#RGq9oOlikL|~rx?~CZ9aU&5I-0?P8%3M9^13#a0#&R%`^Eki#1-cL=yFO
z0^BNCdA;oL%K7yClRulG%(SNdOKXbI0hk(=a-Rn1w!h=^qFRFJkO_#hy{(LWowbG=
znZn4L$i72xoS&T&%jb=;2Qe~Ig{k5QDj|9bFBhaHa~{!Tu$kp^elZYAyW7@tPoaXL
zL>P7;^p%}C_4fQLKa~drzt`&G@%~O|EI8PQXQHwB^jR^nx-Ka;%Xu?7fgCWdG5B`?
z!v&QTUfVPwS<?k1#^|M%VSZ7XMXiLZmE&jDoKvY}@qbR8$oQmcGCUXq09FjwS1RNo
zJ){%elNH}Fsb3apvS=kVBc(W#P9_wDEiREeH&z#<Ly@frr}dQ;%qR;MHC88iC>!0}
z5>YG$Lmh*C7K>QOWf5s)O#__-N<m3uiZoU+BViNaWW1#W0s+^F>T`rBP@HUj$)tf1
zEzkwp0ZR-TQ`ewpetAv%LGb6t&B|F_OCvfp=?hoZYLr3K$*-=j!zKhjdhD-NgC7;i
z76|^ex=ewJGc8`BFoTsqDPA_mkpOQ?S)QnZ-9OOqVx!?&s5P4=)63g(!GplgI`*yB
z^;ITMk1u%%NOJXbA+(!Gq033>$ga@aaiAA2|I^PuHk&nN7T&Td4(0Rw7c7P+CnuOB
z<AFA}58OxmcG%I|IZ9@^PSJE;q^=2^sM{kuJ(&{g1*Xo<&8i@A3izDFZIM)g)LK~%
zl{$+`dk!&UcAd7IcACNUy0V%zUn#G?)t1%|tc*p%*lQEK5P&us0C3QwpGU<jask@o
zbBp7X)B1MgnBa52LP4S(t{t>cIcP_<WWb$@&dN)6c9=jktXbmS+jm{uc<moL+TOwT
zpx4C2@a)VK=*9H`pZlV8YnC8E!gXC;-G0O(LN2jP^!0X+4)v}s#Fyve7+uzpcW=KN
zpBSdAzWVKp-~I)Cyc~i5?+Cc0qz?^2<}ol_RplOkrvJG#!<3PwS=$;;PM0D<P-9HY
zSf8m0s4R?5OKi9o5p+mel}Zkgz=N$BRpp>P&%mIZ<4AY6ZsfPa16?ySQ<k68bTCIO
zuFP424-R%Me;&-MpU!67SOg>!30`PI%&PT|jgyNkZ2lI^BogZyR?tdJTvQ;lVoN32
zKb=@#JUZIp2OA$7n4A>4RORg+w=Dd&vA27aJVK6b?+cah_xE)|Uugng>8y2A4;7}x
z6aconzn+vUzc@b?vXf*yNAK8<XAJAXgSD>ewPxkAL3+uukePqvzj`6O+50<N?fli1
z=GBmGJUZUs3<2k)1urhjda<~zOyI3u6jYmP^8Wngj@g8h|LPjQ^y^mzR3j#ymq~&r
ze(>(``s%ixDV|pAkYP#oibsq69{uHo>FOdu@_HHg%Nc8AQu<6ww=7i%3Bpv5pIU*n
z%cpz+Av#g-?r&%`PoM5`20@mx7qto)BLJw*h+9mF)|c-;+vaP>Ixov03KvvJmiPBm
zCcdw-s!2AU>$_`FJ)|OZ6#nZaF|VB^>!4$!a+*H1mRYCx?cpm2Gh50QtLI9)fG#$Y
z(3Ny@gm$14L0>p1p(-If8Gq%m+&IbfsSdHURN?Wl9x!rY9!IEH{b)~}mzLLON4*rJ
zEGiMICLO^|9muv)0fd7p<<$H*c*faI!Q^g2;c5xfm+zZ6NgxUtV12hPlLk#G<+ssl
zZm9~o&Frl72smOHU0iks+ON-#3=dmtp0U`>$-WqxE>s|B&aPh`M7xv@2jV-&)iyP2
zZ9S9`?8`4W$B!^tY*YXhlRwgomcOBj!6aoBtIJve4B|OZp&yNmE1h5=6P$$2nEeU-
z%EQJ+#v&6F@RC_J9%FwrqpXRhKR74|pfMFP)W6!(+1=aKE&Qm5k47&GEYojPr6-I}
zh2mnsKz86lj`2JkP{LoaP@wB+GuhmvjBe9`r7ZEtp~N!`BiBh5$`V9P@T~|@uM@Z>
z0{Spm``{4&%5}gaO6rBv98#DRd?h8*=`dF~F2p7li?oOS3hbf`YQP4wrDFNeZfBR6
zu03qusd#gD3wqt$KZr&uK_}$_E+#F?SNemSi^tqQ+yUYWgmGOU6QflwSM*2*BtS?B
zK1Uhx{r>R*sT-y@`s_nX$)-TZuX>#Mo|H)fWu|!k!|#7KGW%DJTVzJt8-s!qkCRXx
zUJwnJ7~l_FkmPD{3{s|CMlx+{P$FO32ln-JqD85$fVI!lE>&~aaq3L9sSXtokp>#v
zbuJOY?#_-pY2~8g)WWGEb6qTC$Iwu{tYUF1Y;t{^vjl<_tU79PWp%@>Pa6Rbb~iRk
z!R9dlVT{$`vB8m;F^m&&(y62|jCKy?0(G=M1}v7hvdm`v0{ZGT7<+Qc%rBNO6S8>h
zxnvj3cb^T7D#$TFuBX>1-a)h&w|v|C53j%buD$I8U%l;fd;9y*kr6dSZq&{?H(VK2
zyM{@iYjg<vY8XANg(nljRZa2w^|!s<od#^Fg<M~nk5I#>raC@;R9hj#<&^$6|K{Jk
zEWIyB;N=MXdIVw<6Vb?oguFoFn>XLSe*KEN!B!sOBN^_O;&LCK7#~AxE7d|5KsXHc
zYPrI8&mfX4TU3$%dTL^Lel9A+Mj^84HXX%|n7am_(AUFn)nVo%P99D;NgZ0U?YUH~
zx??Pd@xD`*U??uiKQKMPqG|b9SeQkrEiJ2^8MoMl;B;g%#2d|s+1+siA;jR*6p)%O
zWVF!4_#hsElwy(euS;w5TVYa-X+f#A^(DL7?#>VIKfKMOckY_`^W4VnCjYO|icIXQ
z8;N42T&Yz&8;AMP$&OH$A5?vGdw-oPLpE9&>9TPh-a?e8CtK9RX1$;sUKInau-?eY
zGf{7t#HfcfM3|6jS*sbL0*{56*QIj}jjGy@o<8#ox4<pWPu2v4RCxJ~6t|0-DMgpb
z%wFTFYHlOx5EwK5yH+<lvaIEZGe4|Orw5=H(-fL0D3XB|%Zs$vnwq~0I?8lVAi>Tn
zh5M&F)%Pq?2GSiLTlI3)OM`-Pf?bHd+xx4#$A?A>4Tumcs4XHJ0bo8CKkN7~$+vE<
zcw;toA92WB-&mp6H&>xAcu%wa`DN)WuaqN18ri+_KxZ*`^>BT`{8KKbvPs;d2S8kb
z6Jsir2s=P+oq7EX`Jk+!=e#cd31s3<L6}(RIp<LhvIDx0ayjz`v>b#XLFf9!%Bm0W
zF=ka|$`v&RLJLx^`<OsBd(1=_{`lOt>43lkIuZad7D1^rZXfG)zz-o|hmgVLm@iM{
z0fo$dn8h;)C3>*pFK7XoVC7p`m{oDkie-8oWC06#8l9XHe@Z5p&!I+3^d+dAGcKxp
zgb{+%w|3Z)aXuIxP?+b;94%$C*diU__%*J6sp0Jnee-rRvs6Dp0HjQGIzG_br!LIb
z)FgJHcPcW%d@Zprnl{|mqmMZ3k2H!;jDPpdH%k=yC}1h%rYG4zz|e{hRGP{vbHZ%T
z-DP4=wca|*o8NHWXx3p@Wg8o;XFd<}5kt}aiKD8!9q?qJBPnX>Wki=t^&$DIPlY#$
zY{yrn-Cfguupb=ltC{lSR7>veFb3;HG!pRKM$)1m9T!1NJQ#I2G}<Dvw`FV<2wyr-
zMJ=mreEGb8VH(__9|!K53Y+kpSR=(Q>5NSW_dSfJ_*5V{j7Cy82G@By>g3gRQ*obi
z6|5;=K^X123xwN|L1%^*E{J}Zi|!M^$N@;0H$aqY3#ue`hboT41D^%$8-)%A@m_f`
z_;kAUrdOM097Sh|x|~q)P+~r70<O~o+i%~BEJf5FohCDd^2u3YUg7D%zAchAJeC4H
z9<0mc?`&j`v{iw!pdNQ5m#w{knht9C&d$1*U2iq)XLVJWsAz*BlAsCSy9MMFvQCR5
zE-Xdjb1SIHy={ox&GVV1oo8vooKDBwNDm3D*Y||ovlSz)`OmbEC06llDk27q${ril
z!MLzA>&HWn&*JisJ+8g&@L+q#$2V_Y59;LV?NZs**VmyYi0)t{3Za{sOo`a)>W23H
z>E~5Lzdf|y+t>5<-5WRfwh!+++dr!HicJo0NTUmC4G)ctj*8D4e&h+>efQnVvioub
zUXH+jdIT^`Jin}!8e=}Rz5Djn-=V|8@VKSfndrpId~9rlC19*i0(w||eJ_{1UAC*z
z9n3`?wtk!IvN?yg?z;e!yga{&@}gC2gN?bNz_#VKS0*jmD7jz33`7b@z$iuuIP0Cx
z<aM`*ndwQb__2s=T5orUxY*+IEV659N!rWBKdXzCTfs(*b!TQietLF%evvnJhn6IF
zLwqsEZFx;~^vv?AlAHvx1*o$bBsq0<ynp}xO{rRHTp^XtZRr6F&00GL+b8bjqJkG?
zK6a3R7vkVZ<gkFCv!Lvs?4O*03f9qigRRfbls)L4S}T`Rk54U12%4x`&G^z4MsVYw
zS0BNq&Kr+YdU(7ohyZ3K;x==|Q(m4*mB3f^*XOKalE!y+Q`4(oRWe^YFMCG^Yx-0v
zlGisa%Zl>vPoG<=P|1`G|Jkh9x5KNuv@|bHXvMLG52h&sQpP+x>r~3DaGox-m}!i*
z`D{)WO~4qvva!96(Gq5?H!HzDQ#aqZ#v6m^v-XysE8<PKBfl1qV|-|pQt7g4jAFiA
z{_&50f~nTG5(YLwO{_P!kBTiC`khLg*|keAPFDZ2$?j50Wsdw8rnL>X=pe_$#l#{M
zHkHi8uAXy$30_GJC`eTfre~dGW2u+?xV$X0w^^R9uLS9YOPQ-PzQB85Ox@~OLv_`W
zF^=g%F>fj7z4x$RWyeAxW64ITnW+tJ5oO>dtKQ_~I3TyS#{ISCtgzM#`#<}`MMqYM
zJC16=hYays#s-mzmT(y6xSP6Yev#=|Bqx4jFNF`!ARg;E(-+~+bn<NGwAnPR=}IyX
zAHn1<7>cxk0GObB2%tz<g`d4|p<GY+H#$WdGtEbo5|j%v&Cu9z|IkQ(zu_&D$^ynh
zuggq)il=eT8W<T5oP!>WpbRcdPewj|_%IQOGK~|=*I@v6Y&rsiN%<j9C|C$OblmOj
zZP6fk0J?~2z2IZ#g4z;LpbL`cTs6zf<`XK=@MdKMT-s1CvIw;bK9G*FjzB+4zY|Gs
zEf~iC1@vlKb3F!%De$moFc?t8lRz{T?r`8a(7+GX_A(9}b^MWPUCD)T7m(<3R#XD}
zIYi)x8jdBOjws*JVJ;VdA5WvRx<Y1b+|UmFA;d-qs2Ehy%hQ8;<HAe_Y_nJ^!i{sv
ze_i!%KE?+Gk#KX3Zf+7cCs@8%3I!u(BTh|vFMu%)AKddW@5Q}q4L`ZNTdmiQ(x#MZ
zO4AmbR`Cx+acVh*&|>xlNKvi}o^vxeon6kfAY~TL4^!F1?h!MbXbe_1!%~pR$X<FX
zyN~PJ>k!|Cx>pwM9PPH;482)@RZXH78sM@?fO47N)p-#vvB%<~W<b#hC!$eY+mb5R
z&Gn<?p*RvB8Ka1g+Y1mYSY2Pax@j@X$uPS-3YD^QiRdh<Y<_H14;UqL-8@H_ZDBDk
zd(NXfIx%giP#5g<{(X0Mmsp~TR5=bad2zy=hz9%4%}i0f!wzLZSJ;fix%QL5z>bdu
zt5<i}TYvcQA$aw>I;X}57vke&M{bev(UFdhkLpljo@H|KFaPo{|I>Bn<<Boi;N=K7
z0yEqNvkV4v09f0HH$=L~<OsH8Z+Bfsv7TZwpOv7!JrtJuFJVRnpXejE=Q!iadLpZ7
zQ*G$UArb~hVeyh$$8xi8jl)c%W;l-b_I9;@e8<L#R#P>3dKwHt?q*!OOvTR=$A%{+
zM%V+wjb(i$YJynUS}sjZA=?C^C+LqVoXzIeq&mA0(>n@3q_Zb(u<m1ukd!6u9&D^_
zE-Wm^w)ZyXmms|`9FV`Lzpvx{yKkW{fZ_bId{)d=>&UMCVx>@lF+yYf*>m55X3ArF
zADfn{2V)jdXIx<%uZi_JRx<c1mmzm;YFjl{8$*ECsy9lAsgu)Pp7hdlLzfct)015-
z@wTE`vbl)eU8NVvj^%Pjm5@%?O!lY%jFpv|UOonMd+GW<lyoVBy<-w<RBN?rK}$o)
z6r|i`?VRsR9hqfcC;H0T5*ALWETHJGn?#T;O;#2Wn82d3L3R=QQg+JOzMzlY4qrP{
z7?fhru;IdKvg1Ylf_mD#zOr|gKl26hA?qNqvpfUS@&2)sV8=>F(zObF`RPYsNy|O3
z1jKq@Fc^sIOT$31j6X#7l`oo?cTcy)vOV~9h2N%C-wh*&f&_^!3&V**^#rd@5T~q+
z^6x0MG*7g;i&7qK!fy{x0tVQmN?9;Y-xn_sb=rbv5V=gjrD;m++#zSDM&RVY;;#eN
zN{y95l!+ET%P~$x0BnbyhRXBnOm^uFxW}R3c@D(XnL6}U>kIV<a_}(GTAuqoBNC8T
z3YAuu?F$HbU=qd&Gn~&A4Ho2%LVVeBIAheerB4p`w|8U!>eZ?zSejpezHqv1kpa$G
zF%Nw<kja|MjqwMqtXV>ju~Lin_wVMS6K3~tJ`eQ`NdL#9Ok8970MsdYToCvY>zXE9
zP?R8z_s^37t^Z4HZ{LRNjT1X$(LBdA#*P-|1tOEZAyouuA7Mh@%%9f|4cN(10Kp1%
z5c!+y1{D>{tbvyQUkHH(9|MEI&H^haUCQH`yyiMd8+36RX@0;NvUbt4&Z{MamQaIQ
z(bSnnFHk?In6RHf1XSaI?i$E_bR^~nSi4PBFKdAtXT&$7e05pG)yB=@t{K^GZfAcx
zl}%MHxYW-b*AOjf`nc;k6N1vYn%D@~yp=FgN+~WEA~5FEQw8QAtA;?w`M^<5-m;LZ
z>c5M6Rc*x``M+6H5JyABF@{<$wk`fVO0WvJJ$1LM1XE{`v(6Ud{IZG@v@a-DFVlr{
zi4i@k-Y=fYe1=~!o>SvF#;c)5bv!n>NK~aZG9m=I_4v@>rQ=i<xW<NYlri(;xY#nc
zcZ@#Ta@Ij&&-JbJO(~l+vQ@+pP<iIWaKAYp?9$5o=){<`&w|132t6aErXo5h$~t5B
z58XKtw)#rIJXScaId_D^BfGo`OdrSPEii*k&=-imc4+eBM2BdUC^5n1)!E(i=FOWA
z@85oGdk=MWDf#MbM~(&Hjv1R}8JiA%F+D$G7>je<bc`Zx@89a50J?g6d*8nPuI&S#
z*hfD;HaZv?>s7feF+3BWrbVhPV%gRC`1;$IqKOx*@p1(IGe>|ruPjK<0|v}x1t5)$
z49&!*xuKVsu4ZCO3vvFaXnabi_BX%%yNL-U5)-52%Ie46HjP((CIqq~;f1`wxaj;m
z_`z?(V{h9&IyyMe*9FlH4T;ZmV!%cQd-it{p(5a5pM@zhJ?VbJ|6r4-`etG>;+CQu
z%yecIUabC8rgzWI1zJqS{q82quAMKpk7;G)Y9THT5RG_zVnda|YVvIVIHi(W(*!r{
z$|A?<%EH)K@4I)etnba+<|(gKCUv3Ds&&DvZg+eCP%o8vk2s3lT6d0)y^IJY5!8Xc
z7FQNbSF~w1^YP?(OF=|nJ~+y@RZVV*_m#^ikP|vd<1%|;K%}aza;Bo#^30t)RHQ1Q
zgb<`DZS=F*0}Pn9B;8`th!jc44fLwkveib>;FO0?ci;c?<?Hv4EMdGKpdb$z?-?EN
z*A9Hm_DR}Nh@s2%Z95JW2OcWlq-K(L5r)1)A~bpl*~KibZh+WlF~T$+9uo?W>5q_S
zGGh?T4rhpnXgY7SWrb?lxVi+c&MyiKa+OQ?HpOh>87#HX*Z$GI&NN`vM-ZfB_Uk0i
ze_lS}5)W9f)vlUSrGBt=-7H_C6OZJ%OjCe%#JeCjRG8m;O8?S|$zJbmiTocOG6sA7
z$ERpI%^oE+QPQ1KnIuT0fj~VwJ*5aOc5$f<gC=WTwzh(@DMTFE)W?Hg!jf73V9?!z
zV?f0sVihCnAv%y1{5CAm0(zmN%u2Yk6_16v+Z_0$D&N<UrMGl{XJcY~Vqjpz{(&)>
z|9NsU;)K>Cu{<}cL6+=e^%ekR(+NH!7OVLM#j4L9DvIX`dQz&B2+jT$3{}hXxFE|K
z^Ne3d9Hb$JSnt^Q>sQ}&x3{mMXjj)zUW{SWu^EMVs_cjQ2k^c@gAV{q@Faq@;F5Qx
zBxqa*$3uNRo<fh9H4b<iA0LPA)Q&0k7tS;d0>Y7ErVb<fQki@*mD|{WK0>2~@s3&@
zP*rA!Bdk?uVuXmq5SF2i7%bww#(1+eVXc65X!C}TB3XPT66Y0_^Sn~0N*w%?_eDn|
z979tK-oeKf*dzbr!Z*`rCs(TO9wygB^$xISsO`nkks&@bA2i1q5wpVQmsco(`NYww
zx)(wz3D|l!EK6LEoc|D=P7eu-ovn3*6&l)Yiu?;~+l=7VomA^U(h4NG<Hguzv|2T6
zCuEN0b3oujzYF<EK=*i@m`eQTHWKZyL9e$pK;hE1-7eC3{&}kC^9x>DVpb%r#^Ny>
zPg@f6CegAwB|=AY!tAyQZwLNII0KD-T%-g946VYa$7Tq?Z%`18oBPmZ;8!>{Aw=A~
zB;_Ng)JpJVcnp|@USoxY@eCw#Yns;#HWdM=+#wg2*L)tro2Hk7;Lv24=y2r4S0109
zGTDOkqV`nV-l3s^y`z0TOdP12ZSpLQ!HdPB9AX`v?Qh?H*V)xJIM}1azP+OjljYtn
z)T5{oRf%<lhaprvJJ*);P%(aNc9zJff^}%19{_vzmP<bXFsy8RdUSa)%Iu1*g}dbC
zxj{q(h#!CXKfMrN|CyEd<y$XDz!9MRi^K5AtBD}|zkBl<56yEb9%KBgxx<^A>gBiP
zWi-HuK=Oi)j}CQr5)-@Pa?M1-#YO#yl1Tz(m1@BjGqJw#T+W#ku^AfbSv1#Xd(CV*
zc&xMYoy5%K_=q*v4m1{`Tq5#|xCkDzU}l(`=9D2D$(Tu4Td~~F*}B||WXs4{%KdC4
zZCBmvkUwyp%p;HeX=?u@wVy9xQaHZW%s-wDmY(=v|HoI~{59?6>HAMt4>yGi$`>2C
z@jW*9rakAR;h>r{tM7^JI(~m<bCWH074AwfX_V5%lD)iUC)qJ~;9a*p@pr}bNBf%x
z`_fMa5z;(18mj4QrK{`e)oqojjJ?Xu9%W~{pG;{dI0&|}<E_=@82~}qSIAdVRBDAZ
zVCEiKJeA6P{Pdu<!qUS)3lZ^U>E~AhmM_XY>ieY0sP*1{MqgN|J@AQ>1SYh37j+M|
z;cU_aK%=yojK^Teo>`E|GaW}+c4hz!Np;z*Up8x6AhcG2Ug-h>@w|20LV^i+mR0Ll
z;2F3sEXWQ%=X|vxOL>0Tynx><c1oOxiJlyTBuz%tYTn${uWt<GcAq!o5qd;<?K0gM
zj%XN9D4aU55{Y0u2lGYMf~^ZL=S*M#Lw3<sy&WGhg;BOq^<_YnIgRT`tPMr(a*m8c
zoXl2#$pWZS#RK~^0>r+b7AXrE7!^x$+E4Al-ZVx=L?L{(B6a169jmiUoYfWsL$jtO
zp}$P54t$v2%US-Pbwlv%{&7?uk1J#EvK5&c8(o==EziZFFHgcVeR^b0#MY+ODmKMG
z&w<bRsKmtVY;&%WFwATQa3-mYJ6jx6Q<GsRUW6GYGBJy<k}|f+#uyzjS|$pOvfdBs
zz>ChpQlmpd@|Ze>al#m#nE;YNZNJzA0u6A5(`<V5!xIZTKYql1nnN@=I21Ex#{ZiW
z5ud^P(GoFi=o-|}T7v10eh9TQCK=hBF#yQx6L!?70F$@?8LI#@m1quw3VSM^Fd#yS
z7Usa|vch9UB2hpKLL(r$e6T#)<iQVV&C?@=b*aSjPRijAuA#+Q&&A;n6#-x>7uI35
zE$BiM2+=J>8JI}9{&0FUIxrUV=7hL?d_qHcVF*?Br=Y>@?cChnP}YK{-RT7QZY6M8
zMJ*%%So#c)#0<~AXrP7nPJm=gMWT}Ye0Fw3(vJc@>Q9kcN2f}RL&++MF!0jKzEt2h
znp^^<N}0(rtw=xUn<BAuG6f1E$n+tZn>qWnE){1RuD!z(SQK)GzMMK3RKXutF4X5T
z^p5Nhy)b95Q(ZNN7mu$-`SR46;7~d*X>PGwaYbmBz@|M9F**#h8$D@2iJPDoN-!#X
zF+a1qzP_-$Y&Yt29vK~{AJ8A|Yl`QgJwqtE(P~}a-p(&2CRyrd<Jf6aC%hwHh4Uif
z(ria%s(cvj?Ite1>g!i%-wApRj|^!X@n$vW+lgq$_h0rl=$VZK*Q&m?yMH(~zsTO-
zjV0@7M|{0`{he}(ws&u4V-qve!?rjWNTAHu;GpRzsJVIFk}r$w%Mo}v0{?|0z<8<U
z*!40rIAAaHvF+XPu-f?<@;xUeY0rK7;BZ^g5Ceww8pe}#epG@?Ph^f~O4&4bn8t8?
z@YC<U&do>p8Co|@m4nt_S{VFB4r8WL0by|Vz+m_5*WcjTn1n;{Ic{Y%He2b$STNPE
zEfD^oCavS-lw>v|BE7P1WlOkiE|}gLpHep=4fI@+vp+FDjG$md2RTleuSyv}B^r-x
z>?DFYYJY2dr1v-f>;G((|N7GpUw-<^8P2SOw9yY`IkOuDv^31qG0$@B7Hf(xmY0Qn
zmMDy-3+X$|7dXPr;XTwfk<A_&_W`1?!H3Sz6lHH6j$kBHyQ)LAp{=4>x@g$Bmn0VJ
zO_|EQv&?>>aJsX%?s@k2)}b$hvx%OS3qym8>B4EgBKv9XTjulkpPSbWl4!LS{O}x5
zxGa#;{+*?Sfy!*_#Kx+H7Wd`mtl?jB!O{b|IM8;@tmD=c&?tF!!oihNKw2sM@y~z!
z-JiZber^@Y`NmDFTD!Q?U|ClhCc0>RUW;YRUw`+fpU$gUEoXk+^9G;z2qA6f%f+w1
z`~G*o{Qjpu{&@S)Ld0$Ft)He%9RhcGit@%dUbY&|+Z*0Ek|lF=PSHf(Ui=J%qhKlq
z;F}?oKu35guH}#&I5|RpQMj;V0kEBh`byv7sBta{$32sEp;uqg2j7>{iF%XzXyms7
zjZ4cb;)~o!aRL50zOZ2=TI&vbe=zx{kRet^3$lh@F2Nlz11zz2`zKbPFyQ834>|R0
zFrJ2FY&wt_S`^@!$+2->ajTs~Fc}>X((t`FGd(icOY#Hi#32#KTF(<Jivo{&RW+yL
zoKTH|YM3SC9@drTYg`u*Sy~?G3v`w)bGBu(hsloPW0UZN9$~M<JV)q-&TjPuqc+x-
zV^Lz%7=a!>T~Em5Eu%m1VuOQ&xMNlvm#ki7DA6~)F-s=Dy*__4pw*TJlbc<Om3?i)
zJRWlafJwxQ0$lHXBe4nvIX<{e&<o(<C!`EQOc0|la#%Px>uc71Swa3wzw!CgJYHU1
zXR;(_FDJI31t|mgQ_Pcvi;>Kmbs>Xx3yTbO%FOg!A=wVV6r2hGgR}{*CswD#I?7He
z2ZZr5luOW$FIzWXfBYGGY2LJ&x7Xpkx>9q}#7Oy^6{P}BtoZ6!y+{-o9~C(CY|%O;
zY}27pf5dH;Gc%94;$=~;Z|{|iaj+*dXJx}D)b{BZ3qCPrdbxl1kAH66-;?tXHAnCS
zoCPupthU9oU*NzO%uMHU=CNbna>YXEwL3{VmwajtDf_zj;yoghp{c9e8)0Tp&_(3I
z&N`cf^NZH$nf(ITe=L|mg|}_t*$_qs&*p_G7FVa^Mt3jm3(y)nPqN%rw30#Ad1h0J
zfHJ5`R9!C+%x<ib=&sM04M4z|YK%JbQWdHaBsRC#xj-+0WJLCP8Q61r^mKQz%CmTN
zb+xnB4-9CRXd4+D=B*7M{q`o%=9Cq(blw7E&j3E6!Z8YfMWWq3{bWkT6tBMdMyU`2
zP0o=wcqTT!737Oav8JJ+?(Xgn=1d~lv~B;zU;M>?VcmK8r<Wt}as(U!<01F~Y`76z
z)PJS|V-`*Hnwgyo8(6pKb+(5+3HP=z?Eb?*e@|Q6+phNaCPFSPuzwOuMv+LWKB;~@
zKjsXwW@(pV<W>bhU~(H_zgg7qw-6VT@9g;S;r;9QOjKqkGBs`~ADbA7&&DPrBWoMW
zaN6)_KTTnmPAMH0GDqv~ONt!<HaqE+gxz{@&${#DE<DVP4+DV%JG8&OzPTcky??-X
zvpG37fcqj7RW8aJ+KbgvwOKD+RB-aA8ATa}<YEBSBnCxqcTXSV29G@<lB%dU+<g}|
zJIhg)HZ<NF$Aj=NdkFoN%bgk|q_35{SS&Er>kv0lu3&!m?R~8l++1~|s6Dw7ASu6X
zwAH?)E#bx(dL+UeJZ(y+Wwl`yQbo!h_SY}Yv>KL)9?EJ(bTeiz)Eb?_S`Z6m$1WIc
zg@%I7@OTz}oPgDUtAu^sd%^F~B?TOe3kQTg{q*CHfB50c50C%wFaPk5|ME{HPDU)Y
zD!QO>W~mYqi)tn64TgL{O1po<Qz%wuHXS>vKm7j3o5x%Kefs*OhT_xLr-~}etRdQ&
zyt4hqB|}{(vweWRk_FNsS*MgkLV6`Il_d->XKk`}^Jv+vBQ)evomIy=HVvOP2H@xr
zMzK`U1jQQ#*}PvkiXy3OUviC>#9m0By1Kr)tT*!|^EZ``wOD^FK<r@#+_bK*LStu!
zhuM<OD>FY8opu6ifN=U*C@oUfeHk|<95x~CrXB}@uzZOh28AX3Z*p=fE+jTKI>x!I
zSrXv@E~1$D*&`EUq?RzTabweuAexX!=om(Q;Ejc8RWn_D2H6L0(JFQ1t9z34)fX(<
z3-&}KW3ef#7MIspe_#J})Y$rEBfc1BcD4i-Lz5@R7cZ7P=450d7K_ZpCKu+cfwRa5
zGmW)@8QrHFN}S*RXin#F$48M&FH{-^;Gr(r^(fFFgavm2H9azoHYHp|rXaW_hlB&o
z(O@hiKGLl$&^jo1;NeomFAy893>L#+ki#&SyBKF+%^)OO2*U2B*n-{Ast~D9%@>g1
zS976bGSS*Vg&d+dgD2tMcAQaahLhvCEb%5T(UcW9aCGasFlL;!?3uh}=*l%)SNKVN
zs(<?XU#Qr3_t#o*=jY<m7L-vRr7z+m?BPZ7|A+AG!M<2@@UAmBEzff#N<N4fG;W`8
zOy|{V{p!xftXjLwvIdeivuS6VfT5a*&tD&nity-M$t0|lqE}Pa9RfTRve7%;Jvc4Z
zn#K<?hGC4setNDOk<AhIix3>-%&jdmE$UZSj;C^3#XJtwWuxiGd9za4^P9&X1WfS2
z1%)o=P97aqLnla{t!mL>JIpL6cC<;b)7y_26X}tzYeKgBuK_}8)keqE%}W(bhV10l
zrh-$$+Sxm`hee_j3tWoxGl4WSV=HV}4AiJ+3*3_>xV^nyn6XdDmRVlE{Xjp@{QJS7
zp5;~LtNPZEvJ1dm7=XIC;9Nqi*~rDBGb6(zr0vd*?su=>z5e!9Tibi&S5I%Z6VGWm
zIX=kJX!uFz$L~ZaV(}51Yx`vm|5vYGraHcWi<cwtUq1qF(RSIw$f}98KTOA`hernn
z2KwyEBa@Q`;Hru-BZ%*U1nDt-eO*QZVW7LaJ0LgFmRM|p`HDfsIwko0sLAufZAP=Y
z<uPvx53@44iUG+I%nWa>Q+DzG{c9;3d*nlY8tl#X^X%G<6|MEWUN)2)oA!M(ECjSC
zjZzeW*laAZxe}k7RG_-JvN$?A%!~nvrMb5PK@<wr6E@cCmZ1f=Xj!sve)~6=oM6oj
zF~;Osv7nNj$VI(^Pc+Y?r_@a_{v<iu_X3B+;ji&Nl&oqmKRY@ye(~HqAxq6Bee>X$
z?&)7e1%<~GLEqU;6!XU=ELJha1I13S0qo27S{*8I8m>&Bk`vw`@@K(Df+K;?MmXFZ
z4fd_Nt0(zDKn`k!4L&r5FX8bC=*65sbw(!#uu51~lrWflbHwh2PTB<&O;@zeuB|V6
z<GY7DXL-|44!C(i9R_>ba0Zn>{nOun{rUUrd)Bh=Ll2m7GI`jnDBT|l?F$(We1nRB
zE5IqK2P4dCJgPOASk5k*HOBkzfB(~;|M~BO3RB@}D|j&!$s5%cUmkrmkZFyY=Oi9^
zd9+JEi(9bTx}(E97I6T?#$Obl+GU~iDc~Vd4#XGaB+3iME}ZAQ47MC648%oI^~ND;
zhG(7eBx#m=c+Tn~nD51-@5JBGBX;`!N!^F`51$C%9~y9BDYQyL2O*A!2HFtWa|VL4
zUc;VxI+inx6Hq@LiLqw+D?(PAr5U9>je!B4P=%+5V1s-KDp;7{8da+ca|_^>G75h8
z(5T67q`Ev1K_pG;{Fp)VEMDq4Z7CLKW|!udH7yA|GR82Zjg1&*+%1w1YOO3SDUn#_
zZC;QVi}`u$S^~ivpJsbD{A)opW_E5@s!qyxeHGT3WvX6WCV2JsbfAtG<dowGGjkJ{
ztkmRuUNw%jAmPJOt1ECLRdmS&!i^nM5k(BdljStRqP}U;R+|0FN)GnPPO2LVRScOl
z$h5rbTF~*k;Ul9tMnhe}3g13yFhp<0Cz<#S$3atKu1q9!kcAuJ2gm_L3DmGxxnbn^
zJS++(A+;1)`197*nj#mgJS>Gr^3Zf959cf_a|xb6Rv_ZZ$?4Olr@#O6?{$eV%mHj5
zQ@Cn?^NbTiXqH5Yf<6u9{Rzz8DWvN)Kx0sc@r&8w1>V*E;_mU2G1>NJo*6Z&vBWuv
z#S$A)#$rqo9gu?^N4MvLJlt0xEJ+<YQj${A7iD84Leaj!4nAMyOL%u4V8EFRk~Rx+
zAkF+zhPR-`Vu!U#>_hvzY2!&Rn)TK#K9(YX*{E?2xCdrkc7^QB!qV#Y@!Iw&6o*cA
zR#Pgy3n-cC)fjish!(lHl9-OhjrJj)8d6CTb*E*mi2CGbqKnIOD{J$?wsAm0-msZs
zhV+SnvOfBE@80R{L1yyzs#0XZeV)$dRfh>~Zf<1ug+;{qx`n_kA7&1L@wL^#0Ru&c
zdwcp`z54FEZ;6d>dXQ&b?Eu)&VBf^}!17{DoH`aA9~$m4C&2~buC6T49_GKk>byMS
z<p{hSf#)L-#ETW1>#mu(nAAN#ydgfF?QLTt!&ZQWnJM~=@)(pzY$n2Qsb0IkU+-f_
zpv%Tb*fmA3c-`4S-M6j4>X~(e{qf)ZWCo(4Hs|F+k^e&H!{IKth4x2k8D`P(k%g=W
zQ_b+h7mZvW8SRJhkmtJx?l2l8HV1}=;1m4VN$N<UJ*=fvY-4A`&1WhavxM0I0t|4%
zS-}Lj<lfN^sAEg0;9@E=`pq|g%QSs%2z3rDIp+DOHS5rYdmuwGqKw6BebWtRO}Ckj
zpfI{E1T#q?JE}efKN&Vm52T)Hp(k#dEu6`os5vL6935{xPh%`LnkWQmvg2m!qFl*c
z-_Xd4TU*Piv!k&2zAT#P?FP=ob$q&0l94QjnL+25`AnX7J+*C0_^uI14$CTO#-3EK
zq|uWZh5Q-*je_~wxF&?s{*gC(2xJPJQU(c{d~25F&28F8LNTnwqOc(gvHA$b5o)_K
z`K-5mYYbADI*D1Uf?FOyf-GOC31gOHM?n=7d1GKIzmf5*d8I&Bp7BEUeBJQK+q+->
z;g5PM^ayC)mVYNQ>YccKynFca>FI~>eQ8zV!&igp32RKxO$mpZMaLu;q=7&95vv}D
zx&<E26qy&V0Lw{@KI=V=A7=Mev=}9TF`pVm5~4=;`7<TR%8RxNO&WgoED3rsAO+B+
z)>h(dZ>Lhq?C))0$@sJF9E_qviG;fQ^#l})ukjjSJQxhlva*pZtui{irOs^k;XND<
z3PSu=9C&&v!j12wCYfQ7)Eo)ns=yn;4UY;1vsq1`v=S?9fk#jVSF*u76v^K19>L&P
zlns8FSQ*t>x3DraFy!&-CLkXqSX_m%A4eRMH7CYA4+#!S=a;+CW}>5J*`vI4drnVB
zeP4`(`5zE6qjGjms)DtDcW|Iv8=ezpGD4AGUfUF_JJ4p%Oo{JvHiWLuT{bW+X8QcY
zs2w;epu|v=ilmZC*h0I7n&mCMUI~a)R3MSyQTJDqnu8~kvbMCkxweV$Sy#Zv6D1f3
zwt7N}?$K!)LW3OOAC!(y1T+qlADd0?I}lV~x(gPCh!+Db#Bj~+;tG(n;7P!l83^c8
zI6g@miI~h*3f1eBYc)mOPyO=eUz*JtjdEv4Kr%rjg?#FbT2=u?+5m4wvRTG1Pq(?V
zC4S2axwv8<NJI@&J`*IwEo5~u@OKF4kaa~|6Bu#4;e@9`3V4=u>l-XlEYw?KI3~X5
zuT-ksU!&zh*95|Cdk1P#0Bf?OIxqaK7cZ75V*<=;(YF%}BgH*=E=#yIISDHBr2^(W
zj7>FLw!*TgamDyd&yNrmC-KFCx188s-H;^JIJYiA$^T~Pc7(|2oOAvy&BbQpfsvh_
z;=>2MI2c_-t{_9ootWd3qvE1Tb6nFVHXWViGl)m5plyYdu&2An7+!ek<HrxZeO-Nh
zoonmMp&L1`uYV_*0%(2c%7jh3TDAd~*?|nH((GIP1B0WZ6W@LJ`qj7JwRd#%8Vuau
z>xSRm**-NnytXpKA2&SEYvgWEU)R>o($>}j!#}U!Z+`Qemv!~!2)rDD|Mnw*v^Voj
zS(lBE@nRDZkwpY`TW@#!)Wne1aMmxkVXOR1Jkr&n%D9_Gi3%GV8@6TA>1U=G`-uf5
z=_ZgmdV0KRU7HY-`||x~H9kT{_YYTaf{I8qnsQ182Ae63F&{sCFw%8Iv)D+#ZX3pX
zcL10KRic4VZ?i>{M!B)Mva`P_I;M5OD>PkWJTmRRB-V{B5i?{CPx5ac?*k9dQ#O`_
z#lHRa?{rfT>D1c8X>R?u_qRM$<~*XdIQH%SPExxd&F<mW;i;Is(S8fn3y4J_MW{Yv
zfY0YMo9in&y!ZCj6>@`)9+@i~7mBC6UPWyZ)n_^@xhHz?>C4U2=NoTad{U8DtyxBh
z88c+$kS6(htHLS#Jk*;ya(I?Mtk(0lkIlw4=z>y+udFSuZ<xZgw#(I@GJQKwQ9Zv<
zaC*w9A6~Y?gT3vg)g@33OeH>|>DD(XwoB5E_&xHUprW3QLIuVu6|2QEyZZBh>}vB8
zPi3I6g{E4sT0V5wLt-SDQq|Tz$q(!a%@w-7ztWIayQ*J5+&1p+4JG=+pZ@Up`Kftx
zQ>QF9FZl4wmsN^PwHY)Q-Cv<1GUOTIHv|0&wbqUP3mjLmQvB8Dul*iP0!NWh;p(N8
z1*|4I6z>O^agk}IfYLdWm5EuKg7}g=L0zKGC_WZz#h&Cy+6u37=n6~m3T0EeAHw)i
z(uuiOhGhrS5#y6;DHICVF;eb0nW<e}Gu6-~DQVh$kxZn{g<zPP(Q#x#$`UebfemNr
zSrlVqSE4l|cBiXS5OO-AGdyBB93GyWpI_@Y^LluYL*CB=9u}`D+TYwf5{ktOcca1H
z#2>}Q3M#d#M)Y)j{4h5Yr8^>-G)_du#~A+6%h9PRc+8)}PsF3#VvBQ;*z}0Vq!;Pp
z0->z8A@^obxRWojy@<$4taNm=#bP!fN|A%^=4gn;N-~TN^Fzjj<I?$a445W==-r#b
z|5=eICZmi-!N|Qh&!**9Ggj{Ggk)^ssf1r*)5Jkc5vQBB4Qg6+W+A?yqQP{|FdouE
z@7hGs5DonnoS`3NAj2KmMyX$8RtNkrdxnn3;}L1x4UMT%9NPZP)=4b$U1~Zt&cJ9W
zWwu_NmV4Tu*ewe>aDp}jujrLQ;hmk+LXVY#ynWm<iYO^3Dh&}EOqchspk4mFx^tM`
zR5oUQn1)+G+^=6tR4>)3<O!E3WlE*gr_<GzL108xovbWC6ACk)%Ygy=VnKhf=Z29`
z+`$IPKL^iTwHn?c2q++J3{bYH3?tNnq4S*8raahU07CmP{i&|kEpi@Mc+qH;Ds==J
zS={F0_Wr5XyaEFG1{`B@Ekg#1Z13Q7bJuimburBL$|y{Gj7v9SlBZ)58%A))eH!9O
z;r-^l-(6CqFNdGZU_->tO7f%7Bj0>sCZVN~kzrwTJ7vIWbj;iz<sL!zmvc#;5I6TR
zt_tH;37`ve=x+bS@@3>(dwW}FXLnm$`<vIVKYnae;nmgME_lW9tIa+>J;8*_zB@fV
z$-C>`e_qkiwlg%WwXXlaebIS&<jWCwIRd{Pf&cUW`QO*KEhTfC+dT2Hp&@0f-S6Ig
zN8p&9oo1$$5VvDy9goNKRJg1=Ahfa3L5~|98?#*+8t8fMaNY=)xf}ZN;m^PS$#TiP
zDgW+frir}BjQX56w_IYV1_uZF6kfD{^q7wJ_rpWIZq9ap6fq-s+)r3uaPL4DW$mKD
zp^*wksqCpn!C@P}iHQB6K`&&)FF$?{Z*1;vRchtk1A(cH>FM!Tum0}YJr!K*4AD&N
zJnj0p3g?_vl2&3(YRfq&*7rg~d&Vq9p?p;jjPcb=-Xs0h1x;BrJ~Oh9k2h7b+GxAq
zss*!j7(J=Db!}(s?$KPxhFVnJ6sG@}5t%QfwAO=6FvvN#SULnJuWuT3OaP4d7^=W-
zDnI|>Q}gEX^G}~{9<LUb;;V@TaYb(v=z@f~r;u+Fks2WsK7dBvj?fyOV`Dp@FG$P-
z)}T{ko3{*t+BN-$v#VG+Z`@wre!7!2xVpa$%3v<dtYVe1_Xl9O)`Q@v!t1h3u@i^1
z7MYXC))jg=uAA3S5BHxRukLO>|M2C<Km7dl$M5a>%NNzFo2D1TpLTVBbN~5CQ-Dsc
zY>A|6Q4T3JYq8}+(&{*!ELDquUtJAF?cxkmaiJniCo0kC0DE9-Z_NtBA_J8{x-}Fs
z9fFhQ6rG-g;`Eavo-w+Jl!Prgf3-v;zRtVw5s+XQ!0a2;&GEyaZrHz9f+v0j>q7dJ
zm?QBRUSs*kbvTifHqaoI0W&ZY<^p%Lw7}OSe~6S~5}%!&;pJjeoSlm@6iEX1_Zxj>
zEw%Qo0zgJ@&BhnyW06-hNAir{h+h+6<Q5b6=iX;&Qk^O}OimPX93L4aT(VOdTkJRb
z6#x>}x38yfay){aP;fD#=VGugGC77+o1d8;?C(^SIUnZHKvq!G;=sTl&$Vs}*35my
zWb3Qg2!s{v7n_^6sy>&VWkXr|nx=*H-XUst&x`f0rH09h;N{6_dTCYqP~GuSLWOQZ
zgMEa55(J}dnFzqA?<E@#p!<{a({IO*Vbat(pk)wW7^Hf$!75-c1F)^EZD48Oc2Xee
z4V#M0#NR#Z%c@|YFhq^(H`L2+YK;KBj*qlbkekzno*$hEq^{$#nHGftnCJ{o+}b=-
zqU(g<j7(-#l(`#_3lsFbU1}y%*_P?m&?e57K@@2S&w%<AI#Ql<kc{X%2(+MC@5o|g
z<Ty@~2h4;R>gMge?qB8h9tP4oR;VQB68<XqybceHQKNcutj;a2gre1h1E0Tf8ro2u
z;akosJ!2{(Zf;bqf=ny$E0)cca?b&ev*oLkWjG`?B9jrq^mXs%?vX3wv(Lp7s&d74
z&IgnHrZn|}w)|u4A6$84rzvEl+ebjy0JY_nFxD3Io)X8{BEBc-u!uA78q1B`_PV$C
zjzRF@kzwT(@!3WD00|B;^F9D6Ix#%VVK@n3xe#1j-l5BiMrx11ln8pEc`3H&)5)o5
zPyb*?S0{h|n>T7D-hI&P6}<YLJ-uC237#={O-r^w`#^u+==kv1<k;ZIkZQEl*@5=_
zzxu1cdRb3jj=;+i`0qFZzx?vc-r?qP+H#-iALvw%+}qRs-K*b%MwTk=N%l(i<7=x6
z(^J-xe!Fj#$tq@msQ2%_Gppib+uN0ud5b%NNmV1)xIwXWw9SphgS~Z$B?S_8pnA*Q
zMv!S11r(dTm0s2l@85iAbG^TjtK?F^c+dykh#0vOn*!J4wX0U9SPb<D<@~ZF*xH(j
zL;`?ramX(C&{lD4f2UB%A0_w6a7)XxufF}p12`h2ASEIV*Vcq%9<vlV7d<Y8K$#8p
z4fAP^E*fx%Al-@Tb+V&<b}-nNj1*CWf7WbigG|yHU>*~CjVavTrL-QWa|Vu>Nmqur
zY7K=~mk&=@H@9^o8u{mMAFg=Y&sffsgPms@ttxxi{^4dw|DPSJX8nhM{^K8i`Q4`<
zzx?@M{^{}S6PnHqd0{Ec)b`{w0u#42<dZUVYO$$H8Dtbul+Lzxt%|GU21En`#Ui$D
z5j)zyxxc!7xCVHx?yj3R&DP!Z!<R3p1Ix6vCh$nq!(eyUrFF#U1?jPJ<qCPS2!vxk
zX3qSa%K5{W&)@(2BkDj#vT@x6am`5&ELmB)Q=@%>3nddKFBWq~PgTz|#XKnW>nr5{
zS4jb(fxDND%TROCYC>yppmd~^r9|ZN+9IDY4U7LLWcIOA`^+|}wT%#QeYUP)a&#l`
zHH$88fg&&%v}x@lL0Y89YSLkT1VzSw9!d@N_UK`}@D_2)4FJOmj!RWfXN6tEh!O9C
z6bI6vkD#X@%Yg>8Dx{b0uc^o+_y#9v_|lv~B{%SjI1aGU@c=v}Va76!41-dkA5S;S
z=*VzKyEAq;Iz6QV1-KHE92+th&&ZVyxN2n7xKci<MPu@mk|B#ilyV$88y+7Wr|*o7
zOiZ|(db-5?y&k-oX8?7y0l40x@fk0S#b<8Dq@gLA=;A_XGkgC&a9?;oo-41-p(vZz
zp37_f0zARj>6r2Kv*Dd?fUlu)lcjun_i$!@na}Fr@D%1@b_6WJt_}TGCn?Yr5dv!x
zD;*R|JYSY|*{6Wl@^LVPS1&FKg*@RhoPQhJv`=T0?TrE%-44Kv%SYP-Z4FNaCp$Br
zX;0v7Q#2z4mSt<ze{JqBEU|l|dQKGb+dnYYtDpGs=igu7m<8#)y3C#HU@<$PEM9Sa
zbK_&;hGIxtUJV~*80WpShY}QX(4^&rMC3V1L~B{moKY|j-p>W4Gq4`EFwFC1Jliur
zw2h(VQj`2Osu7`g;H=B%Aslln3JT?lB}H}eFn(D31*@A$RC+L;f!4l=WGYu)-*$IO
z+9cX(k~wj{c8NS+HW7M~Wk#CUb-Nz_<V+GoGQ%qv%+!$VA2?iiMK5?!7cd{cyWz^B
zs(T$H?l9C$t+g%$Q|28o<@Jn-J}u2}a2?>v*eM?k%FZvY_4N-Lyr__?ySHyTIy=Gl
zhqjFv1v1Rl>nu`7;>3ooflQ4wjIX3jq@vH-Z2{XmJj&DCr-*fc>vwnv0Q=a{`R*M6
z_PVdnHlfFaaa}&sk&%V@IHGK9Y=r$@aoyzfxIL78;_Up~hYub99gEJ(kGvd#mm~1&
z5%}eo+Wn{c|Mh?W2N|i!$S@a5Ur*O}-+m(%Ng#;FabkmJFv=Q}0_i7hZSULIxB7ZU
zL|%sa7&758s*T$(8r&$9daI%0J}Eq?w(9hN)#aHoI-*li2H3qUD$Fs@Gqp!dCIZ0T
zy#7|RAF|!r$iwT#Ys#~cg333K&r%dIGeMNp_(AmxZmrf|jQw*@``-5cR_;8bb-_?b
zx1GQJyT7Gl0#~dWxuP+JImRdDROlnGe`9-16M`jz=}1)qQLkLJ9o}A9U9?sw))u%$
z%9o}enpn4%IXiZ@HW-IF-$WrGO6Jkn?!5yEse{UeQQf(V8jY@^D3t`MB;lg2pNi^g
z5>Wc?p~a1F#5M#7IGGB^Qm!*e{#{S|W&QH=_g{bb`A2g@LXpy*nx<g!YFu3?reH@W
z-!MCIq<FQ#rJqaYOylw2V%A^XPS>}HmD@s#MsGK-FV*|s++Dld6IpH^?y(;Zh~rQ=
zXU$5Qts?>e(U}T_(PFYWI6lyIZwS<J`Y>M>eN127-W;dY6=V=u9*J@UzyMvZf!L}A
z%3_z!XUT;SS14aCWEuX$RPM9_jhxOg>LjlkxM+=Fpn=mGH`lG(+na~mPv3t6p>@8o
z=@NG=>((DI3|-)ZI6d==QhJqGTyR{ZsGa=~yQ4v)#eCw>ngyJ2$^Q(DA->S9{8zl<
zmR%e91)drD<EH+9Lz+lYcp4@%6%-qjM$Bv1T7skI#1%tP$NC2T$Co;A)~wa#Wp(ka
zF#Zqi7G@svrOnVW^?R+(TG>d4(^F%^!_!k!Gsvw;7suqdP}-E9h$(2tHA1Y^r#Ct}
zFg`YDUx4xgwoqQw%xHAVQ!5PvrI@QDkyvl<fPVrTjCxUV34kfs^!9_gx3-3P(_n88
zBc>^fOasNH@zv|#5*hG<aS=dW;9iJ-3OO0^<8hf3yonSI@B}jWL8f_R7tq42bzZrY
zGdMU(>eVC&a<J>LA`WUv#c>hhEYq+JIw%^S(|R22b|JO5Ym{NF-jFJ!ma*TjB-kSj
z7|k$5k>r>R$$X9(Ak9y8S#OCJvOF<s8C$@1Xl$rQDx$~oaHc6baBjfNGBb>CbW#|P
zA6-;X!AkN>^<3K6a)i0A3AQUoBfL5>jRR3-yQdI)bjmUQA-mLSIrtE%Hy#>aLz{g9
z+r!gk;~*r<j%aX#tO1D)RS4gb7uoNhZG`Oc7rMXfP>lC7>`Lo@p<EXJ38l%0M`%xk
z9_SU4#U?nMBZ4nMFT5WzR#@h;Q3vEiwp|y=Oxnpz6$ikuwYD&DE{w`z=4iMNqPeK0
z-ad0(IP>Ob#g10jms1(Fc>4ciCu#OmT%1|qd3O?onOD0Ag`+8%#5T5{k7{*#I@ZzA
zB}2}<VJL}#aL!eQy+Z5J=!D`^AyXSn;aS&+-HDk6XC~4g?K$g-x^BN*9J34a{e#0D
zo!y;XJth&^5E!=IPLOC*Xy4A`>yp98l7m;4=M3Q`yOSn$5Y5a*xj*cDO$H~pzpSAz
zN8sfM{Er`jfB2`TfBfginYoGSXsG^j4gU6T|9Ws>z`er0b7;^oZX<)2?I;%(XF_K(
z(Qvq@r?<nBH#TPR=_N%nOY2zXou)oOEb7Y5i(y~C5(Z2k83P?=_GOuN_Mg`?gX-3i
z=Uv?$jQt(b&FyUh{M$?Oa#*eF*5~iPr1JTE<@_jhJZ1hJZOL705kT6bELiu2C24S3
zRqloKjsZLS`wYq7eDhly^v$hRq64~yZ;GAX{kBC5yD&a5ZJM^w<<?$6Xbe=9i#!nJ
z8Sq-GE3+!=FB|8L*12Y>VkvWRSz_NZPKb1PQNvz&{g#n~N;P};K+tGZs`<OeCgVMf
zWCpalR4B`Ew_2@odCAZ#LY1Sh$uGFavV>JG4Nv4=I+3rEP4G`44xqt4jmf7u?nrDA
z2b(v%RhOk|zIju#9S)e}WZ#SQ<K7gPSI~uy_U-ghM(+8zshZl4R*f+puH(Ab?N7S>
z^uv>RKsMuY2Us;XdBDcP%3{5}w-s`iEcchn?Ga*WkxBn0fA}VsORfa2@%)@H!hw|V
zur;evXIIm-k2MiRq-&jMvxK@ssZoah!a2uU9~LZ;hwc6S!g<MhcclE&P%DF1HWb@h
z!;hKgWz9e@q!!4ESMY;?q76QrYyssT!=G4ZJqA$poJ{C;+(-=eFoc-b56vRDj5|bb
zsT1M%1N^v;$VSi?h;BJ{N_2H}f=0-t`B{n^!XdOmX#E-<>>C;AGwzV<$y7WJF8&$f
zBcD8W7Z;@MlB1p)XJK2OpKE{j4sjMzip-AC(#)*NN`!`$&pJ3cHK8kYZcdsq7`E8A
zyfj>yC(%{GFk@^n!+&4@a97uWhya6G=w|@nreP{wC|pka+?dmolb+g4Yv_xNNMNGW
zi@E5X(1*)HPmZ)EQvpNAEa2!JEw2HDk;xIkOj%BJp%)+LJ)4eG0gbn2jmGCNLGH0A
zrP6B62w@H#K8-P-B@c{2mP%PFcvxOpL)3U2<5a#_`26Kb$?Y>L=RVqp2FPWa7xc3F
zSWQ}Y@=%s9Y8RwK=~VBdYDPg*Pe`eGdyD;Hh0=D#ysxT)$QUXkRK3t8eU{-nVJ?r?
zBQhBZxYB26Pab=o_QH9^6EdFV^H~^4TbEw1LLm&1ch)(DyZ}NW=N>8#p-1I({;)N=
zC<yV2O6b{Q*x;XB04Jd{N8yPR!{va{RkU}?Q&q^Dm*fSosy14B8#0i;>@YMByP{GN
z=6qY~f16i`EKUZ^$!69!*uX@OXXmCg%%6FZtUVxQHH0*)m(}gSIfvm6jw)&~2;O00
z_Yxw@PJyV6qgz+hwzEc^4{-4irMb*<1|<Tv;y*rIXL8^QclNPcvkM{C4R_HSR7p?*
zncg`-A~KDWQ!p4R*r{uSOf?_@dkbE_Mij<E`(1l6_e{4DXRfQEtGlbGx0h>cYC6(w
zc4K#!;>V9|@1=BEOyaSLl_i6R=DB>$CVKn!wTj4z$b?s}(hbgJSrpy+A76J~p5f&P
zyc_{X;6MJyf6o=NvNp$}g4ddu9Kk|cw1TB2I%TkkQACOn)B)nhCMSas`QgKBzGaOK
zw)`$nMi)0yD<e(@@8mwij*-%%ez+5+$n9^t30JG<!bF+}?B_Ubcol%Rk>UOiZ{Kuv
zv}>jrU<&*2-sCttbn4aJ=f_|#-&)<o47k7SkxR5RoD<+=;-D`TqbKR(VAb9W6Gpy$
z^~%=F^zBfdP%ks{hvIGP@*dyFVe?LE@Amrc>iVW>=CuJseE8*yV&l553xfGYIV!a(
zS4h^I?#}s}yQaa8+dHeN^Z`4qQH;7ZYR#$)<0IeJ)0G;E`c;*zsVu7^bHI&X&edy1
z?Ab3P-_(t>{ZeE^0oBMKS1t=$ws^^YRXN2N&$1wnO}16iAi2XYKmG9d^>h8IVGPjS
z({)voLn^7)l-mssfxggRVUAA<fJrjHY1=j?+kV+Nm`~q7eg5GSwI!X)lqz|384sUt
z^CdQ#Gm@w-Sx3fA9yJt#fr(X^C&L)Sm6l0b0>DDjGy7TNrtU6njkLi>tSOX$<vgK@
zLY2C)O`0WPvoJE!`+~$kFO?ML1Brn7^l7PZ5mA`FgMfm>mQ18Js#pT=kfS{0A0@@$
zH>4bbML)R`SO3bE_RQ=B{>@T_uaL-h&Ir`A=)+(h4=scyiVPtr(3_eXShg%{Fsf&O
zzIc}?eeCxL8UMBLNzn#WBz6e&D-+kGITN?U@LZWOPmY|Qo98bYACCYnJU+`%`23u@
zdRpP6+192*f?rdSzOF8_=>-gRF~veD)6&@ZXf&n)Kx2UP#8Nyy&6)23laUC(qkcag
zoz!|SJ~^r^wZB(O*VJ@ubd)n}3QsmRF-1j!oxH5&(ESyP>*Fy+oO2Un>b?f8xswrw
zHI)-=Wf8QEaT76(6tfEqT2P1P)1WhMA_KXhC+MUo4lPlklWKF<xF1kTEvi>2#8R%+
zdDPc7c9p3HFOYIk^?LJymTM~402oLPbAm1eA)ZOKG|EMt0o#xzTNejFg0!*y(aNDp
z*r!7+l<B~a9jB7$MK&sRqvfgr5Tzgg@W-#e`~Ab0AG1Z`dr4nClRcdj?o#ljx5X=f
zZD3RlY*30~5HzN)S1RCnt;V=$5)e;&xxzGHY-NT@O9~Y)G$QH*WotH7I?VBr2A!UY
zz#A^K%SP2cs8W%jaY>TJGgNXQEng(Qr=(86Gbay*N&;60ODOsmUN|)rzSL+nsi-o=
zwnbd5W|MorAg%&K-?_TI=5zC4vmRy^mgRGt?NF1+8pr8$x?sRqNeuERmEsr+Zu<1G
zB0d*5;~X5Tm`i;$Ruu}1#iO9FQQC*6heyeytGg@COeZR_*rh6Rv9P3?B95m5<DCP8
zgX0v!-u}UUx68qy-oCz((NW-sbQu0%lEU<~5Ne32v+K`JyF+@j=qcv|<d2qQUQ^nG
zd^YIU277oc%=1<Gh|b~wAwvuTbLxC?tY*NE3@pyYC&z+D?hJ2hd)L#WShbVgH(*HT
z>-vU@qL)SU<p{hSf&U+mz|ViI#pfoXF&F5B4UU_Si&BC{qa)9N70g|Ees)SRk-}tR
z5Yx-x&>%yOQAHXn`v)W$2jt6K{xU(h@V%W)eNix*lBC<aR<l`m3ulX>$Cb|6MfCP8
zj*bl|w0A3j-+2DtzWL5j754)^Pqy8bv62Quw=VWi56wDa@FoY@YgcP!7K>kRaa2eG
zi!>11&)@vbUkCdKX6gTB?>?X7O7A<-zt}1(S@vq}^=c(qvPTn0f+UEXbIwH08R!NY
zoior#1i;K0X(TIHUdz^2dF$T)@_wG4Tl;EjQ(3ZJz`}AdB+z~O^y%|_pKtmlV(POj
z$ElogJ0aPpDT~F(ufS}%LJnNvkdG%JB<-Cl>w{-W{g+i+VMR4vzIkzV%D9!z9?i^+
zQ|?e+%2zG=ZqYk?`qh_B$7U~y`}x!fxHU4;4@%^+2(M7&4uW#d6H@1m4BjH*gw}|!
zkV8-yQ!(F5S@QEQhJyC6UX#_ba)qd~?6G-1$!y990DVMu^ft3Z4I?knM}Cpl4h-|_
z)x3bDd!l@vH?)zrIy62;IenPeLx;TAwH|_#WIKK6=pTGZ7y$#p+NWbS*r>GSbGykY
zC<(cFeUmR0lzxjMl2DOm0GRSg%S7p-93fLi4>;-tzC63LiUjkH6QQ8K;IXeF?EuNx
z^7U2mCYwZ{q+iT*(<s3eAPSPSh@-iDL%2joIA-2p$73DDRpQG06MYR?p}2s|#A61w
zIr(so_t)F)*MTuG9<Z<WHKElk-^){BXca0Tv~+?c{)UCjZaqu_4nRhc*AQhetTI)x
z(se#D$w)m1rC76!i4-?e?&W919(@9|Vp`%<yNiRce_7GAXc56JhR{eyXIJ2wsN$L<
z+S;&PRzuD)U3zUT{ESWAT|P2QW}|={I}R%)H(9TBlHqG?iVLzICZiQm{sR{V4$Tkr
zcX3_no})Ilw{=J=%2-GXT5Q`o`Yo279j(?%lAH(t#*T_-VWgWnBNG!|`=U|W0ewUc
zooCdR0LF1VF{Ge%X3;PpA5YgO=E->F@zFtJ4G~kJFLh#^+GsPdy?Zdbu(GjZ@bs>e
zt6K)zv>^gbt-tt8)f^i2T_K!-07<5hqdVif()m2Vqp<$xzx=fx`?sHeS*l!zk3r~u
zIM#09ErY-%aa```FQ*)<y}7CF4MXey?d=>KQmZ9-SLI`HqAoCr4DP9=MdTL{s47*P
z%F)RQjugiQ;WGh}$Wc<ZA*N928VM1Mb-Ry?v&-|diwg&gO4SAy_}dJ$Z}zxGmjiWn
zvXG)B^1Qx0nk!Hw#C0|;iX2J^N#P8l*?g(IwHwhUqeOT{!V>=5QPq;c&H<tkBzQ8t
zx_z($)b50mVIK!lYBZ*L8nx)7Y8HbNJU%n)1dejM@#Q;FfjvGx#N0yBZfmTe?iH(R
zi>Pv~jM`S~8(N+{YkF3v5u&BJrM;z92t%sFaH>|*5&VqQ23x*vy5`1uTMr*<4$^_a
zK6AHioZSN<I-eJKe0E`OaCD-+xvjge|A|T4H8l!;8(W%K(Tr5+p{je7etju}M!zeC
zd{+DH=~MRmXAO-FrhXIFUG1Q|;X?n4i_ZN+-JgN`Gw{_JSly9K)73MN24~{6i?6M%
z`3hXgTP-aZAkyvA?Uv13g5?%W#+3~W^`i-z)q*v!Z+_O-XN1alTU+zgl$EA;ePiBo
zN+?h!X_*R&%urvkm^h4X%Qlj3&{M&0JUZ0c*2G}&Kx5#ipSU^LVYvZXCTy<J`>h?F
zeugn#mYq5vyZ2Rs&;2<(&iE*8OXiUPfwq#}6BE-G4z5TDLTJh#az!m&Tk}iL-Sl);
z1kZdiO>zlC29FMOBjCQm4mz8u76D<6b~3q>7q_QX9cK9`a9P_hjM^^Vu)X~?_IPev
z9xbewaxef4Kr#ium&c)W97cB0N9^v~yKB1f(Ol4lsc=a=QsVgNX#Y62pUKA7*X7YB
z2)p1J1@q#nR4B$%sc4~;<$8iTJX$rtNJDWD?$Th7ej!%neafIOaMTz54#<Jlxa+NW
zI$ER05t^W6C2oyx3RZbOKOLwMe*3LeFC42G=*o32DH@R30dj)#5@(PMFHlO$L>85C
zqza6yzi?JK$s`lG%#opTNf_FYVvP_Rp5iEe>~FGpSxelUh$4V$4x@ev%S`A5qv>F%
zJSLGVU(9JocNk7ZD74%$5L_kZJjGcxliv!om{GpVP-!UaVoBopVF0q|;YpMbu!P~b
zf@LmP^ye(EXcLv}+E!PLcUcEJ4Nc}EpQe0To;b_FC#yg6J%}|t+;0Gop$`^5{0k(&
ziVP14elVdMaRmw2*VnOiu~ezVQYJ<T0$k0>5*?Tr!!z`f&RLk++Pepb@KsD@V;o_2
z4b1>s$m#d7+WR6n`oQ#dcCeO(hKK%s-TdgZMxxHsr}cI9pMLs4j|2}7(WtGpquRFW
zRhjKK2b|~`0Ob_pJLQrBLnBk&p$5H6{E<Nj>)YPhJ2E;&iXI&oWH54TiBC$Ctl3Fw
z?UkMSNpm9%_%Ys@XsCnKS}z2LnD)7|&k}v*n3DcOMTWAql~v-{)C}wRt_%d{k%*w_
zL%2m&t;uN<91d8mpfa+zZh7b{z?jIP7Sqyc`S$gj7cbwueEq>tP8n72FL7LZDv&$B
zq#yV|-ITWg-h+7IFgXb@5(4&i<7Nw`;?3QShr%o=rBEy9f<bxh@B1+N*ql^1J8^O$
zf(!Nwk=~uH!^1-?Supr-QRG!+1pep4Pe0gPXkN_~OSw`BBj+-9-w;j->R~=dqt`hc
zYEN{69Y+wq=rRtpy(m<6?1K>KHM=7+d^DzoRT>k?zN$}I7l*4*orSLcy}bke(UUkp
z1%Jj<2~k7egL$?sd}2;JzZgr#z+g{^PagR6?(1rk`V^*hi=zp0IbzIMw)6%wJRl?`
z80*EuYaRpJW>~unTp!;0mX<cLh!B3|m6)`r0RF4jT1Q)Tmti8(q!;2g^?a6G5H2E8
zd2g>Y`AAPspUcdH)zzC|QX{k5i30BIgx-8c0#DoA(9-x!?A_h_@#C5%m91@z`7J&s
zUES@_noq?2T6up4?$5yQ=?vhsQAwge0>zBQBuKR`I$nHuedHMu#w|X<y*$NP1gh0H
zJnpfSb+s|!`*`};DzDJ7EE#ECR^6a9tfRfrY*qt^tQU+H>0C~o52pS0&1?KTp%7&1
z>hA384<Ry!QmN+$4?g2?z^C;O4yZ7qLn*a(R|(Voj`pZv+xz+rcsEjf^=dr%%&{D7
z{NycYO``()hkYLx7L@^s^zzO1tJhbW9}Fp@U5ZJH`yIy)LBzoDM0SyTG%UAO3p$_d
z-2CK8;^6$ER5>qDyVyVAtEfBu?h1cO<Y-%qS0uWV&c#oXQI0Px87L)aN%3US=Mb|K
z58B-3in)ZL{gszIlwg2ETj78iqGxAVO0qc(T$n(wa84%=dg|zSpO;Mf$?@~3J5i)Y
zbez^Bl1(<BO5?=#g2k6a2x|I9qu1HRSs0<XyP;^PigxUIx0s*h4Fy8ojSYyz9pTNw
zbh%Z7^RzlV_q@^vJirtR|B9Z{GQ?D-Tcc`GQ-d!DiaFuQ!Lxy3T*dKZHj@t8kiovk
zASh(0aEueiI#Lxzp;Iq&e`9AWK!HHNXaGPy$eL}jA2TE)!JGv1E4{SC&?JDYlU4}j
z5@@dKuaIM9SGkw>0fR7`W-}C9>hE%>VZhB&=sd@avDV{cn5(Vkm=LBo6c8hz2|;1-
z;oPhq2TT-(07()y_=5wuR$87fK+B(~C*`FR&sVI8Y|)cbquRqrerg%;3y=~tCB@&1
zPe6-}n7Y_Z2KUt3_3aU;nG|>fgXU(Y(ZJQ8@4%ZObbTKBH8r)g_H?vCU)4hhy%N??
z%~q^CJZ2hJWe~;xeJ>Z;+|<H24=r-p=qSL5H8i*KarO82_yBTk*%oPh<Mo<-KEe8g
z4qiec?nSKN`df?%Vy%=GRPzC;THX!*;~tkW6in4o05m##h!Hr=mB68dgJRLAM;pxK
zNMLmO=GX*7T^M({v@FKRqh)@9N~<lIRj)msOdP0CadE|tdHkeVAzc#*@!EV*yN9tL
zs(Jc#6(TEK>*zIhJNT7;=dxG3>LHPd98j!ZTna2tXXoWJttU4(GLM|<6ld=^{NsWF
zyblgsB9Pk*h(#_xPMG@%(}$)w#c5hnDWU#8o6GtL%V<D8H+Q${RgYpPXO~xuWVvEK
zlgnfapcj8vgc%Ghbo{h$pHfI3@W%D+IQSh_Qui)8W4c&AQ-Z91B21cJ+t7ICk_GM&
zi0&HNw@eh@iA3yQcFmL!4qceri$u*0*RYq)r64rZHH41b_gvKrE6Zp|frZ8OotY(J
z(H%4|MUs09u(xaAtpd@XX_>Ei0-1N)0K1Sv%UfT!5xwng!bfD{QH?0m^zBe1?6BQT
z=;=aIlamv(vs1Q#Vb?hu*f!f+D66BZ54y*_HZ?W6Ny=#0By`B%c6Y#U>>s1U#*#MG
z@qg4jXlZSF^7Ns<Z*H!42{bl0Ak%ojd=`FBi_ZPS-k*W{Gw|Qfz|`#2;IOvIVY?@J
ze4lh5TWglZm#gL=7Nhgg^`NhwzBVzb@u`u<hNodRcW-AyQ=Mv7V63^hi4)9%?rtzN
z)T@C9>kv<-Dwo8F!+7X_k7aWycU`Re;K(3a-XO@)@nQD_g@JgmM-Lw|h*~Dyc0fB@
zdx1ezk}-}}`RbUPn1ZSO=pMxl?qX1IgrSQy6Mz91df_y`vAuG2Te*F8eQ|Yh_2QaS
z<?MnVIPFV(NgNGEGONh)%CICpZ}2zkipfEsqZSCT%I#K=4nt*+Ynryvjl@SqVS5J~
z1_|NN$bZ~lTwxGP3?X*Bn@k=PL4q@Fe@lSNCLZ*X!KCrI<F0M$n6`U0fn|lqET1=h
zFCZUu8CU|E5+I-*<}N@eywWwLv?19SsH&xTXa_>Zbg_YPK!Kw$7~4Dx9B>5=!DB!O
zuQIC5>;Mrkwrd7$xP{W{7_7`-9v0CC83|!=cGHFo@o5$rSW$a_Hb=b`d|Rsebwf8~
z&{Yoi6;{wz{4m=XXh$x=GtgFig&?YK^J@JUMTWVHf8N_PF+B$Bs`xMmJX<OlWK6h`
zcVh|!FFi6Lm8Q&|=PmHU9j8tJPfgPVyiHmO+{fM?WDxx3tBc4$ZY91UE52(9w`t|#
zk%DNkh1I_FWgr2i11pe|`D(CLfR;r{yFCrkyy$)_Qdf%~Q#zsAeRRT4FR6+!P;_b>
z6%dmAn1S9N16dfkxZOdQ8P7tCWRfQ;DV!YOt2dP=%+7A^?e5a|#ciXhp1w)19PS^4
zVC-Rr2K$DG$d?nX&8?%uR@h09Pq!EiX-5ihd4a}bnImh4YW-2I0!=;U+S4&v0ebor
zTiO25;=+i>ezK>7@6(nlK`3r))rTJ(3HHN6>{RHZV55S@fD@djj|Tg;nK)hDJ=S{Y
z%ge+Q@;!mLG9g$j1QgK|6{U}KW)3(9nOyf9U|9dasEg8Cj$Wg00#vDV#;@?h6Nsy(
zuQ8Q$K{fVK4_Ap!U_|AvG%wE|<U>7lxl?{Q%5;O6Ux^dbFY1!kf9qfXutf5>ST4()
zm<FVL{_OlTnM#T{0*6d)4EIuy-s^NGeOkHLkH$@f@^J;aG@gc0k5vpW=V)(&k+vVf
zFOwb1m9tnX4gcWNpd+7(0Hi=$zo-wStxViW)1+sr0*4!p=y@pB*QaXsh0Q?pSU`ig
zjt%4OU*9<(7Al~yg92hT0*h<zMr<TAFrXChUSvOCF6viF=CT+$gCMVNUU(#h{5xdR
z4dalGNuLslyODzp#TSQ%pcfs}^~yWzPOG(qWPq4@`sA_3EiyFVEvN`Gb#?$sZ6c5^
zKRp$kV_acKGnPdY*+Zp@sU=~$?xgJiRF9|iIT~RP9QBh1RZa8`jI<gy+Ni_6uBoZP
z%(%|>7CtXV5i&PVFVl!B#zzky{OE7~2AXYbs&@l#Xs8_?9V9-sw6^f-6C(fn0&)M%
z{TaAF1HZpBFg-n_liRLeijZ`LHfMC{8|YVzQ@OrcUe}*F8Fq6^ZqDs9&&MPmyL*%&
z4?L-T+|kvl83}i;a@n217dAo%7dFEE`RMq#SS(N_fUZn7E(%9SQ}8}FZ?~=F+0r;T
zHZcavc}57Vp}EP!_8}|!`;a*+D+_*@?1-zWF4kLx(^B#Ll)32P!-t2*Q56Sl<iH8v
zI4n^xiZMs9+eQvBmbkOV^^O*@#ZxIkGjLh?119kUj*vL0V|M2G#Q9|zvxG{LMl@q+
zbgWk`Kh;m&{r=&`VPsog5)4zas&V4z=s;GB<lzU1jJm~0oZRdvHN)u=-0OmhTdP)&
zlLVj15t|u*ly-!bwZ-7$+FJ*K=w>uuOQ+`T5NWJVk;YEQ3n0)KW-wz=A2*jT&js3f
zItUO65vELr5hS5zwraW8u5I%!N46JB7|3XX%qUlz4iB;sm`5u#p-ComesKl^rs|0`
zms)3*9zewoNB)ol^}NhoJY&akhb_fc%9e}Hwp@U<#yJc^VUT-FlnG`(-gs>oTv)m>
z<;hSYD`Zo=-?ni`2Ny3YR#hcn%DR2w!K5rL+19VBM^2?caJ+co)-UTCKbRjtkD$?j
zc0kLL&6ouCkgl9?{wo5OY<`g2)@1-gAgj+bMyZYUb(Il>OE^c%1km6TqMnm*?D$bS
zipPzB_a%V9Zmv=ZTnPvSu|S9!9*7-Bp%LpM6BmUM3kMUj<@26f-9SNqH8wWYN*KaO
z3<PM0i|Fp`P-rjAs}<iuHw<tL4^xgplW<=b3|7bK_3)7&ul{0Zb7RBw*pP*kbst&5
zJ<szfS?N7ed<XB1j0jh@^IPM*=zyUmgU5bwSmMoKO^2slRl$aHA|{FS^9{coFa{mb
zWgRhOiz*Q+<oQ-`x>B9{1Frb>ogIce=yZy(YhaH@1M-Cqw0=n?%1rpuy3eR4#sJqD
z@2abc0B@KMifl{d#VG1nOs|*7EwfV?$C-$8s;i&}gh4g1euvE}hK^2iNqJ8_DY)f{
zz;D}%YPG@`hEwP@TPU$h9w$?|QX!YmRI4gbTJj;0l)>=4l5xs@^5XIe>!c6W>+_bG
zPfeLtxzFAy^Xr4GYfGa`P7hz@LemOgrk3CrcX#JkSJ_f2mCxCN>3-pe(|Q4a`uHQy
zeKhui@hl2!?M9ElM@@xrlw&rqdwx~x*A65WHdp&TQ_!X3;)}om?u*8h&d*O$nTxwS
zQBaP%L?YoGQE;aX%~S$ZA(BuqK?w$jWbo=oqDrEXTYwE0hZ>)jR?)+jj;@XnqZoq2
zS-)Wa?yjzO`6gL_5KFbUm~owlNlb*ufkBg_hFp_#i*w#<^sZ~({UTiI;c>b-4t+N2
z8e945-H`EDU0q$n!@V6HO+7swf*~u5&&iK!CD2|!{_#i8j5UG8nj00TxbDn@)4VEN
z*;IG$wEz7rw)c;Ge+K>sXP|eWcYJbqVrpPvX$m!AfpeFTzkdJWwL5?j8`9w$8{+Hi
z+}xhQZQP~~nS-n5VUxLF`sus1vo;J2^bQWuG$|B8xtJImT3=f_zdSvw6j@=d<IBr4
zvV<Wg7~R#kgk~4Y)=J6ZqG606qsf`0#v+TEfviwER7*%hq1Ng7>E(+HK!R9VI4!??
z_l6CL`^Xj;!=dR^XM%;q-QGGJdZH%B`NOmMbfE;o!8u#3=@G`QAh$8isu0J<Y-9@x
z8#7Gf2Zy>?nYeaD4EW)<bce6aqwb(7vx>}A+Ttf)UHl3!*>alAE#%0-H8(r;^zj2>
zL-daI)aWHjXe=JaGNQapI6{<#S(7^qN3(1-^Q6Eatn4DV+-Z?iCn**zk$eZa=>Xs*
zXv$eyS>p#&reTdX!ELP?WI#pj!A{N$x{S{X0~S)B;V~fvE0q-LHYo;C_7wwW1VB2^
zy}U_nRNY|OCLpBefd~k-hJ?bpPJn4o1obI<yn1<a^X65dqEWw+NGJU;@`~>+e6y)p
zJCt`h3BI=!a(pp{#n@o>wxaO}tXn9TEYKEKrEr8NM+m$D-e@l8Kh%S)^VG4^m<+|?
z?7-kLR0=K9s=cp4!sWwGPvr7$VqbA<JU`q@<Q`X*Vkg)Gonk!&sF<eET+CFkmO$Tl
zU|8mi(UAwl7~l+uka%4)YDT!Z7MIXm%gc*o81@#Jr#eS_OmP<YA>^oiWpjN^9m>S`
z2p-HPVq<fc=EyA1Hq+MHOm#QFsJ*Gtf6~~Da6oxUkx`D&R^W~4*hWR*aU1KOTHo4P
zYMP`=LKQ}TUpHW)kxUn{7^VZ~T%t82WTYQ`sQkR%FX;iXNh_n5=`sB|JSw-+DGW%=
z^Qy_LHZb}tfJ2rg0}_-P=(hsdPvR#iwyGE?@ff}!83HnZUG*hy3x3f5B1gxJOwO&5
z;>KStJfAiTl28b@8w!Aa!3Y5rD*?F$_Z>nC%u8liC1c1X1rc#xtHen%6{iN`XRvUB
z%G~n@s*SNgD*EIH0&}?FfIX+j{3?M<aYjrbd{+f%A-w1jyI-I&UE@3EVHwUCgR22L
zX^?!Oq{YoQ9*rIib%Xth)N$S{t=IucQG+X+S2kZn)2XkiTwI)1&NBs9U<er6f+?t{
zQ!{tDP@QVu17n)|RyW*#rd)3aTI+FPhlYrm5q7{E7Ci}j5a#^t{e#(g4lafPqVEo$
zVl0(1y-OT`Rni6u05;bN5W<=Y2n2ur4$2#E>(y*{QC_IcpbMm>wGq6Lp+JO+Y)}uY
z{AW9q<dwQ`4WRVu>>!+TEfB5_M?Euxg#?Ltzl6sDus&G^elXN7yw+T;@ghA?<dwK~
zhct(xi7pvN@_B7-t(~l(x^`B5)j^JIZszFv_{V?y=;5dBZB2D`PaT+%j-X&&T`eof
zCqMq=f3P;(|JD5&xIY8G=QF^r{CrlTY6#?TukP(_>+Wtbq<4OP3L{k=-S(Ub3K?#@
zgep)PW<&+t)ov_NeQjr_1*oH~MUh48fNk336g!7`CidXx7iXDl^5W|B?)7aZm%P3+
zSTN^LD&cNqe{@paje@VGq0!;mx~JR-0GRA^H3qer$%l&3wA`Y4(wM!exjCz!eDX2>
zHVw`mTud*tOqAS#Q>j!OYhiIViJJh2b3^a=t!nU4uN1N+YDx|U#?$eV0RS)wcE}CW
zI>o{6b+xuOWpnY$MdAFaTqviLB3ALk-rjb@ggL~ef<{LN_}CfOu~N_x#1f{2&rG0(
z$RZ5$Br~tt9UBjJl9cA(F(1HcqvF(`x?UkYRDi_RSMm^*Ep$G_BhVwf<Y4r&o|q<C
zNJcDWQK&VMFQv3tFtF|JZCbUVm#y73e>!IQdI*Q`L}3ibFa!a(`sMJENOR!a%BsNN
zbNm={{(=TA<X;$j6lVAm5OHzbVp}GeZ-vBx1BRf)8P2Y+a;Iks?J10ohvWp-Y7W;#
z;dhx_&?`7bM^1PC3e=G)^@kh<3L>Ljli9|xNn#$wk9eGy%>fh<<6bK&I^)VqI$hda
z>50fy4~TQ%bHjRBE4`2OS==3-ZU1l|`r`IssK)b9$KZir<z8N9nnKs83lYZGZVCJ>
zNm*`g4~|UwNltH>T$y_Q^`U|8`MGJ-kQH+TS2a8+KL`@kH#D)zP=(mE`UiNlx>Rp9
z>ltosb$G$&zXGr^Znc`^NcHOgryA<ILOI?H^W;!}Z%0dgUspTqq{a%rW<AxFs$exx
z4fXZ9DTr~776|mnmRYdUgL7rme<eT<5BEZEsv_34wchSdLkl_fd8VsJ<T(Q{)ITsW
zHKk}O5GMV7N(vw>P#(&{xX2JPPGNN+CTBn=9!dmbo5>f#M<8*ONhkT}NWDI{0ewB6
zgKA8R7LWwz5P*wwQ~P`PvE_WB;4yW$GNd_ZF@<U=DGWSa9k(4C8vsaLB=8jyg@=&&
zCI|%w@@_$6f&1Fo)z+mM-Vw@9GIV(;d$IWij>iqW6LXh%qu;V~I5F#McN;eaukhr9
z^|~)y1Fo^7SZJ2_K6>kIQr5Ou1kK%!<xBaC7nkX*?ahAatgPRRbeNU3&KUug<Ka(a
zOI|*7RCR<RwfO_t;TExLRbdwHLs&=o|DAujp%MurUA-<JkjTjq%AIMSpW*J!U7=in
zBw5;A{5tbNFJA)Mf;<TM>W6)qwSYv)QO2R4$);rryi8j^7OkenCXppyE+IyEOc$EV
zpLVGO?5`ai#8&1vXwzJ8{yL}0hC(<x^aiVh80=wCWa{e=`Px1aT>%r+CE{26T+Ndw
zpcfl0=8gK;($W&#V>Iz<4L(dID&_LWxDp>xVJ#eo9qqb)KK}8KM0Y8e?%j$eY8daE
z8lke^^9pnS@b_on{tW!j&VZpVL@4pP$dT~&;>f7<O<iYa)9T9eczn+YTmVckeR|5)
zzo)gOv9-BTQFq@!r`wDHk^Gz;9UY1(I=VQ!Mo4UAK13F5Q#micxV?P&`UMMZG97#U
z{?*Ohi_&Rf|7c&?*W}FT(CDD37B#cEwE+fWDiiQWjF9t6mBRJQYg2x7qS}jp|NGxF
zV@__%V*OR&c0y}uTEROSXcuD-I?~a;8bxFqE84~r<j7AeK}Vxh>bNlChd0Tr>gY+-
zo;P}OTqx%sKdGsCT61-KmM<g?3<@px!7Z<}+s1y4Rm{Ytm6dr?U}&U2A{H(gUy{r7
zwjHjnQam@M4w<h^PmAdU%S$QR5o6>mz+?Ld>nCw^lk!;0mJC&BS8!L?GGQTd16QzM
z|I6V6F_zDA9s%j+y-<#UNz()7co1Adj#7|1zJv=%qDoxhPk2wC7<WCXg^;RhQcH$W
z;F+v)enTD;N;x#Fj!zBE%t0o6`07&UnYgfj2hq@I!T)9z^%TxSrjRdRoZq~DRjQm~
z*w7{-3<qpxdtpYO<w+C*_kxzO%}0m&3fk`4B3Pvj%{pamWwQaH@m<lANIY}mPv~m_
ztlHTj9BXHy=Agw?h{LtkEIsGps~UtPuRu>Hac+NT`AGi&5sm-HI>np^W>`i&J0L+P
z<08k@sDJ?BL{nio0Y0<_<bXzFcjr`Aq5vsjZ3&1d2#XqjyG8|=K(60hZc8Fk$m3wB
zIFma%x>@=)lZ=e?7-rqoMQK!#I%u{_PnUL<mgdGrYu{jBH|Ks3?kRLAx;@0{tY{?c
zg`H3)HZl^DlI?A+enzF3zabm>!05WCJaS)6jg1=Xlq(cWBZThEw4_4SKdZAqTS?Jw
z4ymK73kinDgVS&$5(OaU;P5C}im>Q;<!`;y{OHX2&OFQaCYf;Wknp#%Ja0MnyS(fE
zmA}*RIJcQxmfU7W4^W!RorGycYwM}Jv82YZj)&Tc>Cm@{Mm8bZTbW4d%iT|AgcET^
zyM<yNeQKVN{f0((a-p|AmE}Rt<V(eTxnN*A1@o(E*Fnk+$GN4x{_tSm@F##uj#AMp
zZVjtR=(J-oJ`4m6gL76EH5jwBuWNQV2&ODFskowt1<5$uzxer2-+l4Mp3A4+i$!p8
ze^st74Twj4Ws7A{P<xoBV)isJUXic6ffphL4CdKuX}Z%L=V6V6Nau@mMotOP&R&2v
zYI0dT6)&F^8Tf5dAXa-KI~vVn%Jbcbgg-z#TsKThB{XqNd`6F}oC3HA^LKZ(OBFq>
z4Y@+xAUOaxYt(iBP(Kb<K*Y|=%QTnL73iv_d-9Hn@`?$IP@p&cpDoqs_yALuW(mI{
zjq5UX)int%wzbsO)yknmV)RRo?5Z9xD!a4QEc*G`=?>!<Mtc|MCS6qcFlMk%KKZdj
zQZNC4xgJ6Zwyb;2BLM72Km6hUY*o1bxBD}2e+K>_XJBzrAK>=y{^hsVcjxQdW|om-
zECg&SeM^fIOgl!z9vz!rqxh6pq`#+EIGTH*(MK5rMnf^3NNb?Ym;WDE=AK|np3t|G
zh-s9Zo*Mt~?sk7~o2SLCS0C4Lf+Z+47%Z(V&&*FXHb3hdQhC(+tjdjBL0Gc!|J?Yt
z;|mKj|M4&X!m}VQ>>?$`+yH~BbsSA36Q^gz=n(;Hb#-Gw4^MEa$4&B;$81<zQynnN
zP7B+}v&RzZzcPZE=^S)oORL%<Yk$3Uu&aFj;<^m~<O^wdDV|{Z;#9ZAMlf(1&k`<C
zQcPcVskkQfU#jJ)WS)0zomR-<Ja>Fz(hxH|3TU4V%xc1O#Uu|NY-|PN8SsWT1G-3%
zHqMwd7!`@6jtK!0Io#n+LR@5Xx>gPM+0ze}GCNz3zMdhW%ZxynNEhQh9L2lE>oXfs
z)h~%}%F_A*KvgPd`ReugJ4j|K>g4K%<>xsM|3M_U*C0U3qi_5v6gj^%t!B1R3L*XL
zyW0!&SFvE$Ga3QF^IA048e>GL)$EFU1i&mS*4fZ*u`mr2q8EbXv_`2RD<SUo$-e3_
z&#un4LwsPLjL6TA(F&4rJW2)<aU}3n<snbBVJ-5Pj9wN^pwy~lHAa;XeQ8h7n&pz&
z3~=?<6L*x1suTyqJc4zVmk&2a&teHP`ceu{_)Zv~60Ls0N(6gY4RK#Wiv(Bo5vKeY
zvxr`Ri1be~h;cvl_lH_kF^!=iMnt`-of^f>;HEMgx#hQ*c35uE5jZp?8l*vob<CP$
z1^>G`l_zymb9CkTN!(gTTN~iyK)Gv(s-Xtc5Sf;CP)cj;?)GlzpI_FMq5OQfzD}!N
zo2TjN?8bCiv@srR*XqRRo(>o}MQI`=@v%dnrAh^t6&k*n%MT8Tc#BIL!^0NqVPm+x
zYQOC>sD+-SYfnTC1k#-DOtBag$?Y{7V)P^pCCgf>q3G=!LIY|($FEjLsP6>kQ%Lr}
z$06zcf`^^(9erA^!jm-74b`UqzI;{zQH~O^Rn)FFU5ICKDUfn}V06u`Z2}#f6FWJ!
z4}t)Zcg`Nv;ZkIw<gQ0)+Civag{p9R#|b08Qr>b*T_SDdWdKT_|MbKA5ASk?oNj!7
zled#9nE4(Cj|O=(jN7KIGonRseIDN@i}@Ye;j$CuhTzpfICuqgRZpqrGgKsQ3m<6X
z5E{usb~2xF$)&OxKn@B;^s%(bKT<s9Wq>p)D!3Tjo4c;qIp%rqHAg+$Ms-wfi}0q+
z0y0n`|G?0A{}4_Q(u8owJ+Gs}#8MmajnXS%q-~MA9Oof>9x4?-Oi%WiUEf-k-+}u-
zd!V<(O}4qIxyc<8kTd*|D&5*nap-6J<n`L#TJ7nwq3E5P8L{IS8e+w7si}GJ@yCDr
zv{uXYr?QYL>bO3%OqfFQ!@vIPuYdjPe~`81{z>l7!2KEcU!Q^3udjdo4?q8}|Lvdm
z4)}NndFC4$o*I^I3d-*8D$r%J_73H0bCF)TYB<rDM#^@ZG6hOCH8pC%e6(w79tIy*
zvnjEC1O+!D>$Q7uA)nx45UE!2J~G_PrvzhMhS`N@#>I||51Tq{|J~Eq_1R~i;LF*}
zdiuI8nmP>a8UOQl|LSjl^uy|3s;~^sRrm@C!}Q{YTske8p|ckWo-u^g-r-g(emFkf
zKRY|Fo)kw!+&DN8UEgFn3cKbchRV(z<VbTy30l7Y$?I3|UcR`yqHfS1r2?h*xRs>y
zY=P(Irk0lUMF^yaUQ>jUhIwwQV<Q?5)(NB4zn@s!STLBIm<XzE?<q~PAYzJij4#KI
zxxY8!sl&AmWee6pfxf-KK^<D-lniY}4)+<I%<VZaiZNzL%J$Us_<U&S;){tD%UK=%
z*+M+HU9u<nQu06*H#oe-`5P?yvE<SG(v1DM+BB$)A_);GC{TJP!hi%&RjLA4zQDpk
zorJ7d_Z4Vp)o>C}hyn{~cIfy?B=paRKqB}DL~+ho(b5oW5rudXR*)?{V7sduJY$L`
zRDW~pAzl2x9c!pRLylm}m_NkJEQuuiz1J!$ks+t%AQnqG;>$|ppD<b^82<@DRhJ<>
z20PE6KbP8@qwg#)VI(Yt5RSirR9Wp!$b%~sr}8PeqWEM&won*wUA>aY+OzV20GPk=
zsIZE`H<Lys0#Zf@$qyRP(id|2@Edxnr=y*{dED%~$q6i3XGfcKAcfIRfyK=ClU&NJ
zjeI+jk|Mfh6tXk*_V=n%2NV%>fz4Q0LVNUd>7%f~b+&bMtI%v}Y@WqpwYG4oX*-cy
zBux@DRks*I)P>$^?=&9TPzjxE;EKp2_ZNp4!_er+nDFBavTU#q0P~9s_E@Z5Ny+Xm
zA0@HkpyyRh?Q5IxQc_T)TZLF(zgNO32X7$;wd^tjJXcvfJELJ<4FZi%!iB?Ahno)7
z{m7B`s3$m+OcR(KpB%xalIJ`)maMA7E+!Ij%4QJPrpBXOQgK<|6pI&(VYkE6xvkq&
zAyzJbcyuzaT`%|%4WCr+u-!j60%39ppo>eVIfw<W4ug?&;2VLuv%yFR^CUA#r-J=l
z1BO!p49_o$#som+?>WuzW@4Dth>GDvhe#)OeODXkg^8jo`b5X#u1|gbD<k9Munk5O
z)bSEH$Gllb+FlG_STnU@gG&M64@DAj)`Y{EnK5NuCnr(649QC7b_Zw&6lhq}DtDCa
zr+kpvCb5n#Jfst8ufDFfA#|43>1i7nLN-qNyahD5yUWx8T1(m*x-BvjIs^B@{fDX0
z;qiTWg&e5JNubU~#>Wj#c9Kc<wxzK|@EiCi3|N~X3Vl8Hwzbdd+B<=8h1g*t1K`KI
zYky#1$Ks+v0Yjrhy@Uxij@Fje2M<22srjtFo};7o>C?yV#w~5l=9l`@)V6PY;~W3$
z_2B*|?$5ye8TiAVf%SEI!K%O`U(@*HP<v+!DAnE3+}Yl25!tug>>8E0uXVxB9KTIr
zVc^7RqXhyOYq4|)+1J)H(irp_{<h0fz~UOL*N1!bCDT_n)|aoY<(oK;%7s$F?Z{nn
z)<C<(=Pdo-|K1NIbnswWDewkX(zceyZ-47spMLU*^d%>Qot+zC@KhUGEzHFEdmNES
zavKN0+)hoom0JWeXrPfJYyZkg=vmz3_!8Vh$he)NQz&bgu~<TGD|UW;dH43!)$K+3
zyjX4K>|+U&?t(&B*XJiD2Cy|E`}525yAj}OgWa2&;apj2rf1E;)FiYJswx!hXH(^i
zQywr28Sj~)#|G`{bjPZNSe5;~5!-v)uo<~fQ7Snjpwy-3#@|_A5N`4U+_qLjE_AG;
z$_tt%t&=FpM;A+|fn=jTFrr-jJA4%kIS~#k%BDGVBu++otb<KDm%nmv7GJXiM-~^K
z>o?=^BY!z^M@#6`zXVO05s)i!aH;$fVUw?<dult6!(G@ywk~22^2*{By1#a4m%B%C
z3X$IL=mGPLteFWl(Fi>3S4x$lqA+%S4;8F95s?9v=}~4dR9G-<hdz92De=W)suDNt
zkU<MICE15u0M1syo}e}FZhHim3OqTl3QV{6lKKd1-MF8d77ScA;Bp2ZqLRWx!C;ne
zuA=H#>V;5!Fgh|pcO>K(>^L#*akR7c4rts8(@(j%lrI5kG8EuFima<sUXmQyqj}yK
zAlIrQV)f&Ar>?GUW1mNcdKni@7$ln_lyrdFVyL?4P#=IlvJ{U@ba(fglI*`d?}X9g
z6Fg(4ksFKDCwpQ5gxN@(W5_YeqhUrpJ-uw0Fd^F*o<i4vHUjH=Pj@G$5Z0Hz$%sXB
z;tR6`GZ&(6IPpxfMmRFAi=%=r7G+?|;*NkqE}>X?6k$Iv(4|#vw~N40EKfxIwXIE$
zXFCIYc@`EUjje(qau8KpmVR~qt$C0mT!%4<iNHW|;HPm|Ipeyd60xax?7&aqH0Ksp
z7u1LaQ<u4vtMfv+h~xP=2kcy>vpBRMy93V--bVm62wr{o@+WV9@_`coWP&i^6I7vh
zSvXOd18)@sC6O&(i4^ruuof_H&LgB_bL8{F?WPUvz>FZ>F-}JO#GoQyC?*IQ@4d7V
zZWLrkEU^fQtq1>rY~!&{R5l|r6Hi2G-I{8gv`7@s9M2c{{C$?T1aCP306F<Ymq5*<
z2M-@Tz(ira{HFp5ykgi0uq7_7f{#)l{e8W|!$W|s8<7M}xl&M%v$N+z4q{1kE|?cY
z6Nc*;4}3iBF~jWm#d!_+-VTyCwC}Sp<Wd{xSBGEMSl=QkX`od{rxJVDaJ8Po2rBcw
zq$q4&(Uu+9*C$lQ&pu-YX$ez?T6F2xg-&}zBlWMg6CA(x@4ohjT~h9!?fwkhpMn3~
zGoXwJ%$Qx6>L27i076C{eEMS(x)sOZ55~ua32K3pw}qS<HHWUJ$0E~=+3xH%+_B+l
z?W4Mer_A|Jo<26~5&ptc*~%?1&*~C49G2^6YjZ^-qXabCM3d0)*r?z(e-Si=B>(7d
zKH>tV;C%Yor>HPw8d&$F=Fy-1>9=v_k~;vQ#%6aI0|ABiM+s7Mv#2m@Gy^#AkQy!~
zE{I4mKC_ath{L1cbQ0DxPbZsCgFOQKbQ@TLC{{kNoLybqycP_&JWj^k-k;AYD`0X~
zNim4pTHjhajBcfKdRKSJrs;fq=U{6=t?2&RN&0Af$~3n*KTpdev)I>5B<YmEO(}QX
z+*~oS1goT{VoRsQ?mDZoRm^&E5;p+F!l4r^2n}ph@DlpYW|?{3e+nlmZq<W9%G6(R
z9Ftvi<mO14GP!OYIXph3hFD@CI<;dk80ckHA|8=ctg}iftw(f5j$B)QAO}T;d{RV4
z358m*7a)*40-F{-Fr80R9u2TF(giB>ujUaflM6Kp99Z9H?c(K05qh4e+A*sT6uvV1
zW=$qe<x;uAJd?Dnkr6FhWK-`8@P;;l6sVR~OwcsI#i+@ZG4z^iDM&?O@;DQhXai@o
zrwAjwePg_oN7jMhEtZ0uquZILx2`i`Ff8*fEQYW}0}$t=KQtq$q(D?z4;iiO`b|=3
z2iH3~Krg9&*n~?_MLzgr_n^zm#CcN{w1YCbi$I2nK@($O&$3*@#!5?5JxIoOND2g=
zJbh=U!9zXXWlry@&|^vrHFRK!L9C;_YkqDCb_$6zeXT=7)js*42ab&e-fm#1j}B#v
zF)}nTG93C=+FM(JG7GNRM$jE}MI(jtuw-x}Bq?PeYRQT>XPyC0WopuyS~bfMrMtCn
z$fIvmemO^ICElUnE?Zo{uXwTEUuGxMv+-cO;@|`h3J(jX<jWPfNVUPt{G75W<QFwH
z{NIdpiQt29#EzOU%@Wv1FBWv+pM(Tmd2~b!4^ut(w~9vfy<XNCjbSPg;5}FVj>=cA
zGl+!97lFl-K6Ja9oH0>Vu@a;PUD-HO7gtwzZ{EKB@S$8eb>VGnZ&D1s^_bYNh6F(=
zyoIiFpxt5EE-`nxI7#!;8N6p4_;D;&=;_LH6nNxdI9$@|AKE8eW}u^Aw3`sX(Ta>N
z)&}?fi?_TBIKJwoxQAZ_3$<LR_)BHD%Oc_@QqN3)kPQDGlHWIEVzaFSv9__{YU%4U
z6T!(FV1oxTU0%LI{(}K)ax_5JM3`;i(~3QFCv@F<bArcS_-Izl^AOrZo#FGPa1Hy=
z8Rxp?)#v|c>+Ejp>K$|$%$nLTS*>R62@}57NU8G^<67c6db?cRjSB6%yE{Mq_~Re_
z@UKIe>V!71Nub&&qgL*a5OS>h-gm$EC;#qG{&$yw`=7f%1NUd(-{=f%?po<oK`K+4
z!gl*a^BUCE@z}Srq>5Qtt!6b@j`tdRj0#`^t#1%utZQwre^m2XOG|xI(=&DYp`5bE
zY_gHv-ObUFfw9qn*_koJP{h5pJOUMr;tR`5>Uu2wu!OtBCm(;TB|x-?&p~?VM?d;L
zAouXmLnhL1|LM1W^w&RVY_3O()jZ^vuR$Y>O@wL77EMHlU7;vqh|3+D*|SA9RZ6D3
z;yBI<wMA27|297e4FwCSZm`zdb?Ol!#8j@%S;DLi8X*FbQBcA6y$O0P+r*zFkqmH=
zwS=YZhyggAPhQ@f9ZSq7%nRNMBYBUbqUi2>E9=;y{e?v<(ip24dpw}UlEgJc%@m<R
zWVy*Z2J$SeFo>1AhV}-ah#zCzl8EFeGYbh=5?gT0(I^M}dcKHwh|Az7v+>IHS>)t+
z$6UPFkq&T}Q|Sb;MlTbpK!Q)zl~Ksh3v_1>uIS7P=(%*AG4P8|!dkg<=HO^ovF#yu
z*-12!P4a7D2)FjO501U$UHkFPy^V;;N_c>cP*bLPNi?2sjXz&HlI2W%0J*^tZ6Wiz
zc-L_rvZ&nks1Y*R@rmmE2p)re1Xcyr)iVks959d@8I$97hMcvIcnTH$h#JTo9t#e%
zz~cqkkw!CXgmf6=hzb(ha4o5EpdxKidFB>ZG|Gh*im7R7eW^W(KNS@48v;rMkLV}3
z%N>tC^7pc4qr(FOR?mSxgGxOj{sP<M8xRZ;1bR)4k7`V^l;V65O5WT9YSE(CYlU5D
z?@+_i+uGJf=F)>f_8IISqDlpoQrTs9r;y_K<aAwqGx}?_+DEGDp3=&?(`LTj;2?K)
zz*;!3Ui3sa52b;~rYMs^CDbg$R`mf@{3Ao2P=;V}c1E2h(hS5=d8!@(Sw#N^kK)NB
zk5^E&rl*#dsIFvNp$yF-k<!^I>>7$GHrLUHsZ<hRVXA^^EaYZPGYRmO(Q$<qwQ2Dq
zK~>y|XeGl8>2L&i#z#^ezDQR{aQGcY@QfkmyhQ7dVH%NQTH6r5C`3`d(a9-F8<*hh
zA|up6v3$XDzoGVRZ~fippO-5YAG({@FD`GcZeQM=UtWLs{3ons;UgU6QB3lxdqTck
zqP)Ad#U2e^4K{dJcl3~_l$hv_VH`Gv^z!C~F%4A6jDq8oi%>)*>f&)L5PrmH`LT@D
zqFJr!7#cYi-!GPu@7~`T8JXr@%ct^XB^Jda8DJK$g9ES3mBDSLAX?21TNl9>UUEr8
zsyevvR4R7hRikn>oX#V%7o=cT!iFUp&I~aTLW?Ehq;ryQ<Zzd@p89NTfi0NJ*!5ZM
zA~ud~7%-+RgK+ke?tADjxIOqQ=4Z{$)>Yx^W~Oy=7FQVdAv^=HLZGCrwNc$15mLbg
zbN$C3{VnJ12)Vki+r@*OtE;bXwK;BY{r>mvq1V6BQhNWi_h;b${0uBE4(b6jpJifl
z<oWCb7{djMY)3j7AI9GqKiOC3^;O-s)n;(0>-pSRZ-0ABTT^>S^Rs6)&AR*=p9Oic
zwbk5Rw`aR{1OrWN^0}l{Pdam)PM^4S@j-D4krfCoj0&QNN?GAOjLnnB5A5Aq+nXOe
z`1qs0`N6lo`Hd$}YijGBur$;@c>?LxyYW1&VWZ(onVg<LQ&>QGtrbp2quXFcGGj&$
z0A};cp29$tMjKG#G&5PgkU4gys#EPugSTX3xhf-?n-j!Ja0m?J=jWyOPzW@=_wWGr
z24;Bs;k9^X@hmqsK4e!*-5@uJH{u3G0%?54?u5~7^OL^eAM;~j5YH|hmgg2Jw95%5
z5E?38<3T+{d>w>gMn=7$r~=`}>JO7}f>A?c3jFZJ)mg5<x0X7;K2wg$#ufr_h6`L)
z?6sMV<q@E!qmv`L2FZz{Cx|N82w36-_|`nNWGGoMSI$`h!AO8mHAj-pSP<a{4Z~z@
zKY$)lHMV!Omnr7N9xX0Ftmq-zHt}(X>wJ5~dP?r(Nk%E)#Avky5$6r$^F{|#*202v
z1M`$6;TVkZZ@4&1PpDtp*(6(~jGHVMfJWyHrAA1q>O_Y~IS0&!WL?82Se?b?oZ%3Z
z!#Ek;IMC<13Z}1(O(fBz@YmuZ{DqW&)&liZEyjn(%;f=TWHq^FFl>ksfkjAWd~6V>
z6-3@O0Sa_(;F>~1={Wdc@YW0)6(|zATW4nl4mGS9P7QVVuJ&0|Lz9U@LmJ0I<gvGp
zTF(`2J#}EceO*8ZJzm5THj{Rx3F=_?>qJk{NM!-cUG1$cWOmg};kWwxDMs`orhWh8
zF7msITdOSJvSm5^NME<@kAorV!HOPJOT*6I-f88`94^8u=NocxQwg4pzy!%}*PBH9
zgvz`^p-C^rseseM%h}w8T3OoQRrHNj9~?6y02OD9h3O3HBkU6x%t+?G5H(IUeR_4>
zD0%S~&p#JYm=)$HE;1*0yX_I=9khk;w1?6b-0|wB6fWSjZeEx?tU8%YI-N<sdjI|;
zox)|ALsY3$yji#`zy?Z`=w#>wsN5N-`L6k5IS0w(-&8~3zW5C!M2L&pzl=63UtS;q
znZXL>V#;9dgj(iMOvlzP`I5+H^>LIg&QC8+uWl|lJnvrJav{F`;sX&CIR@nO?-@7&
zonn#DT+)l6OYO5~;1G5T?sB=h4iS<rGyHI9@q?m3p;=wiVZ;M}8t~@YkWOWM6T<z<
z2Ilhu$&XD8&+zvdgu1BVClnxyF#>hHeLb#We{%1$9eS_D%Y{#e)LFCqxiCgi>+EXe
z_!Z3U#OToUglvV#h|0P_iROuk!G^|Xj~_o&0W>x~?9ye(2j2WHp9WRpyMOgpfAS~y
ztk?hf5_ta`_h;bW^bEiZ7$jyDJh?@I;i|Q@u_d(HJha^H>SW#AApD`f2M2m4r_GC0
zt`s)@LO@iTr*KqjOKt6AHGmx*^#g-lTqR~o&I_AwuIRH0R_)#GLP^l?IJ7|y@;0>2
zEzSsP4UY^>&x}9#>?1JAc(SLpHORMbf9soISaZuW-#0Wo)AU?h`>45v!Su0^HTMHY
zw40A!eNG;t4Sj^e#P->s#v{r@;@D7Wd<*})g~)V~)wMaoDB2?|F9$aJh$}0|X4Q1G
zF1olE3GJ^AmG7lg$$>Xj`NQPhqY9hY_34RSc`SlI3A$bc4v9EdCaIAlq1MG^eW&^f
zOul0w6H{Y6ljyQZCc*M7jU$3^agk^kFtoHf7t}`m{H$V!Tej-)ObkB6m8q#$afS*g
zpB4+KfV6G37ReJSFc2jg=NY!O4|9s8;IT}sR?_soGP#6o!ui!DDuA9My;!c4VY7%t
z|7rg2?Mr4k@F|u$KFKCip+VvVspVk&DW|`nO?G27kxgX^S?CmaW8D{MbCAx--hLQ0
zE~up*R?uK=ZC>b7e=HaYpaM>eQam$rv%Fa5un$1*(qx>{mT96PDCL0RRb(BahSvq@
z!KwtiQf6_XRA6r(Fv-kgIa59$0ttOt^neS!l~NVZ2pj@V=sXe9C(y7_@tM=!usRSI
zYytcB^>haqCYQI&p0jAtwAPc+?FbwX?hce#B*RUP)7mI}kSDqZz**-*Q~kQQh#m>L
znu$`|JFHOZ_S;%J2t_EbwzdvlXefrmhNelN@9ApiNz<!f#dSPke9YubKi<tH9=?W5
zR~{bfH_6D)Q}isj-9dcp=<V$W`TE2j^|I(>(IwkI$ViVK!=EfI85tj%wVYf)E>fLQ
z>ST&eWO6wd1Yn6sp@dQq$)YUoYeIC6dy%Dc$AnCoINKANEWOf*o$-lKS>{zw&P=me
zni}A50>+p$2}+kfNm$f3Sn{0zY6CxsU%~sn0iT}N+n@>rmCQ1)>B6sQk~mhWk$1%q
z923g67FO8iQ<zv3s0ImYAgn9FTNYC(pT(0*n87!Qr*dg&tH9slvQoJM<@@r*P4Tou
zE-alDN!a@6NZ1EQQ60aSu4FcMadU(FI=#HmzX7$MUtg6kDtu_Ef<R8mu7N3$94Q@n
z`}XbS?akW{?@DKtS8w0tjfO3q0;NvAZC>58+J?H?mSzQpKv8G7hl~#M7dnSfQ+3MZ
zI)PPTFU09$tBSNUA-%W~yl0`F+5iaO9N1DRR0--i&UVe&-`oJebXItEQ_pAQR$wrs
zCbG*3M-|pfDz!FwQgcNc8tQFthq1Clz5H6Blr)MPlpBKVt(gdho4RaB(qL9ccQ@mx
zO9}MyTLS~#_Q>P5B}}<$e7n2qYHR=UKm5f#^!hhlLhqma{tW!zp8?8Cm}s+zYv-w%
z8Jie*R;#G~Q%y3eAdwPm<tPI;aJ%QR@nBXbS=x1}4*T@ekDoq$#0=Kb+R)nG(B9G1
zDI7gvejMdwnM7!T0yD~|DgI>^9ZT3rB7XDomTd_lvfmsU?rm(Yv$)Gtss;NG-}!UK
zexr*#j)aezR>T+RRjbLSrlzi;{#pGq4m5Y6{()X`p`np5e$QfL!DXvZP46+;?-{N(
zHkK63F0aVtZSqh-IO^Y5R%SWU^+LEej*bn{N+6R|R`~<d?{lMhjF@ClAuN*rPS3J$
zKD;cR6*a`FZqP7K!bs<>CVQvnh2m)*XK-{vF45XO#fA)hd3I7r5KxYy+&IpvT!4mr
zB5e4{NLVc~NS1f8b!tm2ah%M=F=iSk7=u+0A;;MMg$t^ctw+^1F!{rkFd8zt=SFQn
z5-@Wlnx=mO4{*XQ7798@A%G%Fe4(6UeiLcDyuEt)_7w>-o{XPfRMLE3#bP3prU_CQ
z11q?<sV`#Nyt|W_0qCQXqblRW$RX@sm|VF6hWX)>ls>YZawP{sL#o_s5EP5GP9%*7
zmM=7*<78QZrUF5?wNBlGl*mK-Vb1cNAe;3U>0vDcge-PdSiVIX4*Hj8GgV+aOzsAI
zh*QC<JT|nb&uIy;P=Dc@Ws~pxy-``lSc}?`y*RpDQ6wAAn%0&!!;~kd8TFUp6NjZe
zjYUe=E83HH3ztxRKz{EX$OHQX#9~EISj^HQc!^XB>TzMfBt}bjbOxIisMpoi`}Aq8
z`FW@_)eVXpTACZ%+nO015vlahuAW{`*VWnE)!Bo+LLFPXeRlYBjIHnN>ZaT&=k#EF
zhJF3QB^`Dmy4m46AaZ5JF)WhrDSH5`AC|S`sWM^Pa2)Dk0F%#WRB-8VH|YxP19pZf
zJ!G)Mh%AMK0^*Ajt9cAD$Ph(HMcp`l^PjONxItQ2pj?KAX3&>Y8v6T@h+u{@%Y5&t
z%{-qNpW?7uURv_I`ofHQ{7NKsN|9_%l<1`y)+Su1v!T5~Da7K&-qajI_)wHkK=SxR
zRanX&{9C$L!}h@T0~55nL*s_5uwH~k37XT(>#J99P^G2wGXkZ;dB3S=!x*IE`FZi|
zEUpBlSS+4Z%w8;=mO(olRH5VoPN~($cd>+dUeHdz#LC7xd0rRZk&jI*&gnQk!yh<O
z`}C<qp*sntkzh=4^pfp6T-EkpXhQ5M_Uu3b>_V6Zgck*5MS)y7PAW3cWf?K&Ykei1
zR?eY|j4b<A^2Nr4uO2yx1Pd)^p#yehX>w))u`kfAQB|96hw}OMrrw?o#@gyI_C`Ga
z7|X=yfU8wt85=(a;P;zMDnZ+bQ|%k*R!7&`uIZxTqrd$dd)q2tlbP*e;0GGb-GbsC
zefHqn-~8s+zIJc3|G!`R?tk<C4E!;if%&yCxLL(GD-=rHO7XbnGYKF?M(*2IWJ~St
z&dTib5vDNrnUPVgN7R@Oy{vT&kGnKIs}OH*B@s3@JZo&MljMq>$ZgGWQkmCr5;H=D
zLbvd%U;pCo|KV3Rch|{uQnhuVoO*G0dVXCR7;&>|`|fxDBPvY$meip&R0)8}S4yR@
z&x41b)jWR0BxY!fFSjz$%TBcd);yz)-D(+Vj9Q)!7Hbr}-6iUYFU#$pCZY%;krn`4
z%M?!HY2b#59q|&1OsRg#D72U=Q|0|WPQ-YkXoYB>awY%r-78($CgQ<eTKfHcG8?;n
zee>cj*jjF0-7@h?AaYx2UiAV!p!>6R+$!fDOQAbE&oguZRLtrox1>z;O-As3z)Wa_
zh#yVPj46naHYL<rxYRqL#X`XIm^{bLMV)l;hEA$+P#3Tz(q$^s!pb6!ixLEY`AM{!
zrzoA~as_>p8GIn$%h}~QV;G`L`-l3<V&&}g>Wn!VkmJ1KpW)A;(P*jls>h}$l;;an
zqMP`NC0Nly{!>Pho?E#rQhaE;2Cq|2#qz3y3aeALH&?jDfYNH3GVVAvxj9t(dN%Ua
z)sR+5rBQa+3kd?wv>kXX2$BA`PsUY`zsAo4tx<c-9oX3krS$%f_%$-F$8rTiVENK%
zfHfsMBEAq}C?<q01>ArYB$(WoiON_vwG+^Z1yq8MGu-|H+yFrc?HVn%_96mzVt2qm
z_3+lrzHv+^@r2_+RuHGeEs2=8EWgsx6~;Ik$<6Uj4Vs+7EDh8*G%gTYeOeZmheC@f
zjv^F!X=Li`XqRIIbriHpDH{AYGBU2+Rk~z4jJyt(Y@eyI@#(SANj7daB(GYMC3M}c
zl7o#I+VyhaA6ht57R$Zj*TZO>?F-;af*(7(3|Hh<FB9=2DoUV)0QG?Jm_ZN@&B+HS
zdV6}qz(+Bg85~^~$#Y5-@-V}{5f`R=Q|`hzQU);Z&EnD;w90Fzd~9@bdTdH4cusv-
zm~`+}>F!Z9mCxr(C88S`=HdvT>NvK$%ZKkm<@B>Pz<{BPlY0j-NKcO*ITOFB$O4y@
zEtXKY*<A9)&F!mq9}?;G&E3uA^(Ao=`cf;Q+AC8mo4|<C()H>})#5LDK))B&pt5u2
z@hEZ|?jIcLEF;poc!D8qNYK?gGpOyORlG+kTa9j8n+OI5oKF!is!0xDlPDJTwPDc_
zAqI}QGOUX52Si085qM7{2OQ|fIPQ?4aHgWyySr;+K3u)BJZM`(=OZyC7=}dfB<zKl
zuF=^Oj-eAk>U0gM=Vj#Ra$9T(?)^a?LJU}Y5IUFU?645#hJ^Zi30!R|&!4N6b{UWL
z5B4@R)<1monc1QY9#b<T-ilDo%E%b1R=b*;n?C*clRy8{Kf5oN_+wZ)?~mdB4E(E{
z0Tu476dYD6DHOc3bu~8C+rhaty}CQ&44Rr8LWv+W2oSS#)C*pcuAV;1jJ;Z0V^b6J
z7yzb83=(rMV#^mx4EerQOGDtz&M(T9O6m6H^>6;+7Yt5sKHUDx|NGmkoAc#0TF=N|
z{>8tani=DIvPjWxCTGUgVgO)u_0OQM$B&V65Bv#_=@s;aTWD!*F}g)?yANs4tF6D>
zWaJUgHLa!|b#G}K9_jbgxnk<&+v~TVzr20(Vrzd>ys_GrpR*jO9>wsaa|$NYAdMPQ
z9j$mCh$5LyoL-!%a((gg_U!Tup>%zBeR&hmBS@3V87>^A)B#}38%i5^w?GlrVn}Rx
zHS}zNMsOYZk_N}mZ_E&b8N!OxczRyaTF)@A^Oh({?o6iT8TT-6Fd-cfEYxy;c3wU`
zhg7r16(zF5Vuq5J5*c|evjdoR!kt_t1t*)|ViNNw#Dy-%7Yp%}T1)-qX)dxPLry-U
zo6Gip9WfONQ<4=Q0YWkh$U`g~Z;Y;c)_0VVHU;dQ1y;tBqU!LJn8^re9^*?2PQO6^
zVEpg^oG{`H8jUPirnGD@vmwDYHrD8;;FV5Ge~E<D;zi<Ag>iIz%mfc&4UaMnLYTB+
z%%JLzIh-3=8Koodi1~uPs_{oW&=QZ997n)oP?)ax6?G75?adsY9~>Nph2TcxJL#~r
zON<1a$WPPMR7Eg2&1uTo-c`|Q^0GBufRTg)lzEoPX~kKy<_XFqn)#@p6|V(W!S$Hd
zv5~>$B}udi1~E{OY)Dd-&<rp&Odd42bJt?u*Nw#J!8~admP!*1@OfYxLpo8EreUrL
z<0*}KGFnL0KLyrggu}JfMUjn#<@M)_jP6d|!9d?2{t5rn+c&5`0+;HgF<d!@%Ebi(
zJg`CZMQa@=(nC7+MwqfzNs8u1Qa0fc#z=G6pPLFWJUYLy!e3;!g8nhWDS*}xXF$V-
zWFO4NLntHckYrq?36M^aSZvzN?hP}hSC#oH6H~WEF+5Ht4kD3>2_wsm7F7VDws?yW
zEQ;uogO$t+vl%e$XMJmTrHV|T6y^1*_)|H;qKjvHV|~GZ_q{#d%VR-Wg~0J-(t8?|
zzE%4Ek;zRMQTbbvAMm5yVhw<c9L>zlJ9e{8jb!rj5Tka0j^7*&jUZeQ?gpB&hWM(O
zSI0+8$L3&LvY%PqFt!_HLgRZPu>x3&@U9KU`KR3r>3AWOSTCX4v7axNPgU%@fK;y)
zNTOcZNdg{YBui)0cs{hD|DgnF#NKH5en92iV1I8vYlJE7?uu=0o&&@BCFY=dL(OLA
zRK*hC=llD6x%4q|Jb_>p!=#J0zqhNUsew7x?T#(h9T-zOG}6oRVLQp9CL~f@^Z189
z`0KBK?Q8dys{blW-u;8zpMgJ~Gayx^{h(U)JRlOSU!wNeQ#(7vJG(c(abO*uPi?HP
za_nfqT3VSJ6`}6ys2b_DfVH=nR@SRLyr;9v?z0sSX5&U|8W|O_oIv<+H&rf->Xvy*
z{>%UKPe1wcJ%NnCH$Fb}SAX&6rtMTNifmeBspG_v7<+yFlgCdUwzW4st9_!6=joFt
z7_i4r9`WSY)C5Sz$<JJY5YtxS89#gQNn3}(M*TEU9vDVn3;I{}^4#f{FV4|f%)P$9
zeRV@;eEII}`R&E>=E{jK{FHLAGd}#6Z*R{oN|}P*Z><h8`Mc$_!rkkepZwjIKl{}$
ze*KTXxw?Cy_=~rSGrw?31Ys(}O&Lb1tO=M|)v4thMGy)f*s-7&ZeC0j=1LqA%AK2^
z7Gv~PIx7U{|4GDCfLo5i=uBUJ3*xFaSA?=zU=?kZRZU+=X>Kf63~D(LX#~=!t0*$A
zHgSH293&g0XXvlN#0+360dQQ&Y|>O^!sy1%hR0F&3R%HRD!9c&qbFfb5S<RWw7$*P
zVpffLE(<s=1f9Gjg;ee`1S%8JRdIurd5KO+Yap_8eHcWZQ0uCYEr3iiXjt7gRspt<
z8c;M|&O>^z8QO=@eS3SGt%&Gm9Vhl!@&FQe%&a}v6{^AFi&~;8s;i|ehXmf1Iw}@@
z3l(z~Uo_2*y9{m_hT?|h(?&+XiK?-GN7e&=Gj=eS&zlU0{8?JrkZJ^qh-eejQwG7{
zwXj|;N7D=`V!$dqgQ$@!2ps_f1By%$D7;cVHXtjDyE~gq?_BEv%MA=EUSLmCSiy-6
zjI}g1E4bj6R0ahK68q3_)@2f4c#y6xB~AfiRmIxy8FFP$O@ci*-jU$}U}0%_V`-I7
zeglUBbaGxfXsRo|5HsZ^psIk?Q&{}`5+_z>K~Ke8397w@N2iuo!XN<fY;|SvV1MWM
zXdjUFG{T&S7zm9BNqVEwdIhvs4GbRN5puy%HUXUR$=T;@`rsEU|F)vDm1VXt&d7sf
zFo-Mu#jD$2{qsMwpNVHUU8t&LI%QZ-B9pINUf$fjWRi!nGP#1VqKi!c#5=A6qgX1P
zU!HyOv!54EFM0Ke?D|#kZIo6rx2jZgxO{?OA$Z26h_M8N%^OlRp|$m^x5oQRT1Cwv
z<UuW8O^r>$fGsV}KJ`3xt^mk(v#S1sQfpfq=|WL0ewgFsP!6LZ?Kns#rj-Ym`yNqr
zb1klkHR52_LQit^z_lPE?SqWNo1PpC#FzS!sIl~LS1hfpIj+}Fqw$tqLvMc%K^%Jp
zx_frGOGl5<Y<wC<U-4rQ1qMc-U8L#I%KD<Am#zUpaRn)8NfeoTf)83(r-`4v?wrC#
ze1m@2MsgIU9%D{(dkxdD=%;RUfAO8~eEr^I|Hrdl-XF>R8Ti*e1Bw~l8b`($N1H{n
z_2FP4Y_1KhZfdO80B9p$U4my1BO7ybOvQbJL*2~tOaQk)NWaDQZYq!1=382t?Cdz_
znf56i>c!Mis#0WLwc4Lma<{jq=au45zx<r~@OQubva#;zM?d;Oxtuwz<WA4&TwErH
zW>PDL?dfgzrFjguW=Gj97*J>I+GEhmtc{u{5Ak58Z+!OI#{vWRIxYPU!!64#(XP^>
z%2`AwF^<G~Ve*b8_q0;JdwKKv-J92+e|Y`H`}bddxO(~G;^q=I^95zS{rug__iujk
z%b%aWIA>Jjr_$H@?u)ly{^HA5@9uo_;ivCkyu1crBnNecr3=E1Q7Z<vC!_!%tHe?8
zM;#yNk-)scV{nL{v52z(S@){#-0S{cp?y4!WfC>p3stDe7|g?FW<FH$G&Dn=UsvQ1
z>6iiGD2q5$FByIqVHJuaqT0nnff!Y;Dyh(s7=(5RrVfK*2z|kChL|Jw^mHNU@Me$_
z-Y=9|P<(c=9AR=38w}!zE6m7p#k|{lGK^d3GALA|rZ)aeHm0Twoy7`{`apV+!z|5U
z7+@JX1d{Psf<!A&fOrUA`aMM%M-jvq7mbEbs0%z};)3xYE2&gu4$)990u_Q&5qZ;N
z#zrF-fb}9RS+Z5RVu}z=7!v4<y%`eoI9yVwGq6D#7IcKiVrD(78>O4BuEpbM74Jy0
ztGmCUvC(O<dcsSvlLb6XDvWCXu!{(s*r@2*umaUdE_!RUC;`hlP0b1$21m|Jvk;-{
z+B!NdxB{3YLPU!At0{_7k@fZUWJiFXTs1asE{{q&W~y<kE#$y)M0*mn<dC<Ef$xHa
zew++AqF<o7saY6K8enG5@UIX{bdV|_804ZyD4e6wam9KE;3jlL9b>|GIeVveWJz{5
zdcw44I8HW1A^fW2=kcCo+X_8jc2o+@#PL>qD2x*m7xi&=oN@$sJOXZjUx4WX;?e0|
zHSdtH>-br=m;w{o!uGzIM8+}XKmYPe7Cu=T8CAtEykQJqTmI|lWPQW1>#FlBlYzo~
z#sPJE0YAf2cm3k({TDxd`{D0gUI&N!unklU=WVg6PnoE$C@&U);e7~>qoEjIE7;1)
z%+z=osy;Zx+29mCt*vdg#cDte5fuU6Mj{=EZW2A&+B{Rt8&MKB#h?GvU;Ogs_1l}f
z*M)MK50etDTa_=76B1Lcj?A$mzFb-Ar&&jRh)ho_pO&t!FU+x3qoPK}XUD8kn;L{I
z-P~1YJEJ{jhM90?3N1P@J<elKZRF=09Hu$;s2s8Nn_ryi8$iMjPR~s*uP^!>ah8V4
zy8fPt@e%m3uJ#$%y}h9cR*xQjTKDWpb7Nz7PY)K_ywh-DkQxU~l^Ruwtrz2yAAj`i
zZ++|D==HC?*4;ne{TcY9I|Gr(qREe=!@bSTVfuCpcTHD&Z?6Hb&q6M;xem@Uo_lU~
z;@Gw_f=Q6%>C*aT;ZP^3L#z)4)+yxG)zDDO_Tuk3PjKuaRw7pti0;pb5fLh;Aj|cS
ze(;~Dhys%7OzishLPJ!(m_55JmMVE9%-H1c#`c;n3sX1j3VBnTTbmIRSo#*aXIF=@
zAkXR^*F1huQ}fBAN1qA`X(VfCY@jaLW+FN)mu~6o`UENBse5TUV~vQ><I0t@SMOfE
z{o<W!?sq@=@ao+g=<7HC^p9Wu>KA|iyWjryzy0p!^$p<k+u!}>AAk3ozyHU-|J6VI
z^8FXDZ(d%(Lj3S(pW<0o=rZi<qe}h@-0z^5(TDNWQK6(V0!<KxQPKfzoUuckR~WOC
zR2V)I{92X#?Q64;c$N1NQ&RqWl)lvQ)!ljNEC)NCU7lXuR>a6a(;V$GuH(p{<ZYsl
zmxC|_y;$GLog#kb4u}$n^Oq|)zI^et=$q5aQxYoD&p#znF?bUCV(Z!tE^Z)4c#}S}
zqPc>3o`v2yPiBwV;lN-A>8Ko=dRGnqU<F}IXB6Us!_Ao_rf@A`2#uA|9K{Qi%4Y#T
zU;veZZmJI53%Vr!s>&zqcuWE)Vu4e7eA0A090<zp$O^79{VO5T$<&Uobd`1^VkWML
zu?YiWP&1*6{*d_xF+%lQmcBDz-0aB1Ff0m(0@P8ajPFMG85%S*Gv`RW3QL>k5^BX5
z#;V<LX5Mh!udFK;3+)*KZwM>Kc+wYPi&F^ts;jGKU;|RH5<Eo%L&h?8@xyyeWez9{
z6r6w6o(D9nZtUWkXtzERx;NWen@2~6`LeJ~<Vd{Nz(5Z|n5o-kiG6|}bXfHD_T$9F
zRf3ag8*fu^c4&52x7Si6n)y{kOpY_2O&gL}EER+IDRLM~rIo^};U84oIXuGmH8~ZO
zSh+pdJDLkDv&t(=^A4F-HK#{r-eig>mI>U2e!>AWu;JNEwV9oj`HY^VRO|a6&T(aH
zuX6Dsr+MY_!u&@CD0|Lu^*rmDr^JC?<{b`?n#Hr3&1X$igkesMxi9e)X7OYEbsX}S
z*B<2bB%VRnQt=YWxHb|%8$^yq4=B`TmaT=!Uo++ekZa|ykz3DfuRi;%mbbKlYrTb^
zLE>*=nf0z~SiN2tmK}8ka`%@iWwFPX?>^UNf$$W!l$y+!%6cm75pG}Iy|{5JG1V(s
zC}&*!)#l_48zqcuL@LwBp^UED9WyK46I7;Ul)wa+9b>?nvSQaN3|8%<5K|hSTbT0q
zI+^(;#F6X@)$s}z;jDP$5wkp9J$;=(8at>F7{&*==^1?BWihd;0)~+750Rppb=+go
zd2WwP`>1l8pz*13&AhUiVzW;kKKkB&`YyHc-sts5w@lt2(ES<sy`6!szBYFNL{?*C
zEjO#4Z|jRv*8jf|qP3yBvsK~1>e@0j4MQ+Cg6`rh?R7_jbMzT9z_zzH%Xwh{MBXQ4
z)W+2&4QTE{Q-mRa2G4G7Amsn^U;X>;?zW7vIJp#inA;<Wk}pw(_(s@xLp(6arIk;D
zD@&{M(~L>elg#%0!vhpgEWIsfTf63GW7BFMK763O;^D)OP3OSaKl6Web=(&Nj;gD}
zPBwU)IX`%l=h?FrhjLqKI!(S{1AcM!_WheT?_d4wSAX}#&wuvofBG*!|NCEB1R=EF
z{mbuOzP^3=>iUbHzEcFD(bOEDbPm&XkPRKJf?ApLt57{uJhS>FQC_9fOeS}7RVC20
zZ0WfovH)5#@hC4_X`PMG+U@HXFp_yObP`P$nPTSbh03qoS*3J&b*5oHnTefN^5>T&
z2Kd+SZ{L3Yx_nj)%j3>E_ZOQzgBITu7a42@`xQ<Lr{|~Hg7AF_e!G5oeRfqTRLaMx
z7>Ap~MzT5nnCNBb2Qx2keR&;nV4sFZ;HBM*YcLW3K0Uvxu<PjlQblXPN;Rby!lYzA
zfC}-owxQyTMrl|$9uN0*ViiWp31|Rd1Rj6FoPo`fPS^>0CI3vI6m~TpEW<m2t#U1J
zlDR5mA@{a~7Z}2WbT*~S%hwdBz+a83B2ywW$&29<T3aR6Eh&fE+)?wz4egpj<Zys<
zC>ae9gv&L#w&0{DwpNR3u}XV<RPf$O95t5G+3w|Ws^hrOM%?oJPGb`$WiN9OF%%gj
z#39D_uCGb?iPc|Ifo?G`u(_!bd9}5*sW_eQY-M9-W{w+e440&~37lZM7HPz)nN7(0
zFKUNf!@j~W{uAnB6En-(QVe5_j!$UN+B7{NTiiZ4THY|P(*X2^pg*p!5h&@wA&0!-
zO^=_QYk@oAZR-t_yT`TE5;jprfS(VVGe*?~cST@$!tp<b7Oiud#X`rI8WiY4M}%)e
zlyXn|u(|N_p>||HN)^@KkNb)yGGs(Qc6E0r<hZ`Wy(ig<J~i9^DA1DITSi2Y-a-*d
zBFa>7d3CO63-TdBrt&3@eb+;^>sVW93?|$OV>CmziTA~c86O!O)+E!9ArxW`vj9xH
zzzB78v@oLk!1`RXvG)!1N)On@xNd_bGUv{ak&et2i@b13SJ?P9yQY!`F&q;S?Qn9o
zZdccdZ2IE*GMmk0(g_2<7%6?w6kHe$kj`jv*#qG9jp%aWldP)q=DHs^tJrd!u;k0Z
z@jjpAVz^v4>G%K=GlQ$t{cvCq*<~WOLK1eber5yEOXkt#AzLk6ys(IPWPhC%rZk)p
zZ|_cs$G2B(YwxTxwXLn0SC(d~T!JkSMeNl<U&2JR$d5nz=+D3XXVk{;eCIpAx7+;v
z1K*#4`!n#zcm|Aa(N|*y!S+jLg`3Rip#F0Mho3xs__*fN_O=#VW(Hqd*X3pVdet;`
zrYM2l{%S`J&5?CM9~37l@2GVF`jS#aDd0>jc{q0UkKh09f9PmyqF&hxTW)4%#t8&3
z?k?OdIl}=7!?It#xg+*fF3uDLxiLx@nI*Kkxz^jyyh>zTA*>+x`9OG#t&-X*05CA@
zlTWqm`{vWyr!~}5S}J*zGmW<&T|g{g;8DwI)n-_-F*hWoP|Ci3_xk-$e)8eVFW>+4
zbDQfuY|{DJ)r+g^o9oZN{JeNp@|Rll%at-@$O(UXQDn+;Y!^4@%Ie`p4H8uq@=$y-
zutqC$h%#Gm{21f|FR6wAOY-FcVu~_IsgY`oC;ffw^nwix7Bw)LfhBW#QS!SNFDfry
zUY%W(U))}mP75$k$Qvpd3-cCZ5E1lMz9=HrKqe=Rtqb1;3ch^%(!`~B*6_RFy-(+0
zSzfPw<*Uvi8`!qC)k6^Ugh!4WEni5W+Cu5;DHy4QKjDoio@Px0HysJyGap<$fnC{B
zMYVw^J=fAI?1xM^$Yj$|DiU8=>V#I6$OK@<L5G4Um5W71vWb|d6X7SMB0{-ec%By*
z^sEjsm4&u3;B6&TP%bZ%$z&)5S5<_GMsE4CT1l1qLfk2}2uDEVJc@-f+~C<>R|Vi3
zU#21w+SEBfUogYv^#x=In<3DW>2x|<IE<b!vHQ<q64LMx^-cXsU%$bBCK(L_e!vT|
zg5Ap)M#`7ICYfA20<sazptnBITq7ereZAaMxI6YFa$YrLCzB_e*{d$kP)a(W*+YiR
zkBszt*Yt48=+XX2rsyXNwuV&2wS>~>NhXn#PK`$}szEIi5S7pa%eKcRo{vvf?Tm{{
z;0JE=SfK|R(%3}lVrt#=)PjzVWd$su$OAD&ha^Cv4pD{R>(;KmHrOJZ##APax+JbS
zjSx|Fy!ZiM9UKS-`xW1r>7F|+{ruOzDpt;;iL`;H<oi@6WEfxE-DOLK!dXcVMyaBl
zrKDT+ta9dZ0ogh8MH^V_9UDoLGmT=YgG<e=6C38l+Q_x=GCY-Fmhow5sH3s9G&g7j
zG4W^7NQLF+D)<zLZSC#RseKRQ#Z$>Q@7~_s-QM24Dwfar%8;L2c6fEY%B2#1_#E-2
z5>~d+ECB8Q<mXbkTv8F137>0hFfr6?_i-x}3VC0}Vzy91?gdVEf8TX$>OnOep+{va
zm5VQ|=qeE#+2UX{<kU6cYM~?!4eLaGE}sHHN`*kR>;#zP&`!K*p6RfE(K9zcZw6M|
z@aTy5MXNP<`S8I*Ss}GK+!{caX_eD6=9bc<=fjkd{{GshwLkdY_rCd!Z`?O}{V}eK
z_s4X92L4cIz+gM~M(7KD#LR%#(iYCg!dWWe=$~xuEtGR}Q;{ee%#fb%o<6Zh<rOkz
zTrg}51AL|oT40-*u$mt&VYqs-OQ_-*>VNv=;nT+tmX_wEu;s6}w^wIpjlknXTKX!*
zE~5DI&C9!2H!w-%vT|{KLE{K3c=SNWmr=8p6*P;iWm`vcS5Lc+=!XwJ;mlX%>Ukg4
zJpB0Mk03E(MorB_e;;VE$9nbM^P9Bm*VR4au;}ma#Z(Bp5%t{C?a#S?3#TQ53ss1f
z*RGj>7*d1*)o?&xo?V==$2+_icb6B}m9xw8>1FBa?h+qGT_wPw!m<VT|4jKzld8>o
z3?forUpftA6GbUse|U3wa|yYDYG^Cz#mnn5`L$Ti%f-VdSOuOdI%c(gzn}^B#myDF
zK5^67AoKn_3na$nj*l`-{QNp(B(Yv)Jlu=Qho8KA@$yC~<t985I})^n{ZLf~1aSL{
zG_Gv$FRh+kXdn;7f-q+FwVVlfdITu$;_9p*u<3Z2|Dy_24-$z;=~V4f7$M|uGUmW!
z@M+=9WD6u7OPdU7c2Bp2GnUC*y}b2u%BO|%%L@FQFXjLx@k~Js_yVKDwFSU0EIbz?
zWF6<$V_GMqx+Exp1SUU#@(Mi_0d5_55ZwhzHpD!UGdgpVsSFGjSgsfg-5xfBSsI}x
z;Yb5wgtJT=Cq%yFE;Gx|fuX!;l>0Q!<0H(KO$3Ywb?8jxKGJ{+mh;);h1jUZ!o-CM
z^dP|$n5fPHU&LMTcbNl-2a#`Nx$o-i9>9YP5Ammoepqei71A1CGxuB}n7S>gQbWG_
zY(WGykw0QB5{5=7Zf|Q9tFl#A^I?X?wbfNq{`@Y68PVq$^ePw^>0fl~E8u$d?wyYV
zq*O&#XvRIQ5j_7@*H)PEDN1Q`;YzlvQJnzh;pM<uq9IVkaK$m@6&Z6wICcqDS+OW|
z%21~P*U$p*UHR(rzx?xWPb-!DX(a}>6pA;m-~8;?zxmB?f6Hty4VcPgv0dJH%q9TL
zq_2on5(3SK?N)_`9_-fk-r_#;ti8R(gbS`MPI6XKw~-**jSSd}0jr99?Q0HWDB0BY
z%U5^rzj*(%UokI=MW?c98!=QB?Gm5L2(Q+8d1HrI=mMa;%dOnJyem~Is&r4V#cE-5
zIYYytegAZMZR2)%b?x3!xqbbna(Pv*_Dgu3G-zX)xZIqXpyo5-M<KdJUIJvbt%201
z<_(QrC_C&W64FElH?i=(^Rt@EFgfC*S}pT8$Z0d=GsZ`!CPuj0*zPm|^APq`arr}&
zydRKLpHLflQ=JXFRHeBqYfF4zE+J#SAAI)dpa0pPef{fy^3894^AB~8zki<lGjM+f
z{z%UNUvWdjQ+G=X3sE4@S;PI<a(?*QS`?Emh=(-CY9r|X$KHE>H+r9GnqTI$Te4+Y
z9=qE;ZA+F)6-ZXGiaF<;Nf02x1OgyI0wh4>oHIZ~<{XNZt0XH}vfFmM$35*C@97V_
zJ2N|b_RrbtN1Z+MVb7Vb?LZx>4vWPAya4gu@BQ4*bt@+)hg#bJeK+*<w$f^i3D0#R
zMpI)`U42t+b1SHbnzoKs!Y%>~PN6Kz*X^x8{`(*CGR2-XFGoW|RDMqan}kkpV)%%+
zvAh(HMu_Z^opyPgKEFE>4N@z~xhxR&W7n|r&WV`)Db+HF{$Z|0k$I58uD37iDykl$
z$Dp}Fh{Y4TfB)WxKmEy_k8cqy;l>L+R$5yA;C@xb!<woJv1`!Mj1$6+7<XKB`*n9R
z7hz)^i;UOj>joS$G72v3msf$QuHeQnhJ(WD4Y<)@EL5V(m~lA0LcKWLR<GX)TLWB}
zFYNV%ywEBbcjDk-=*3bA6dFJYGz@7s(kw2ogA|R!X+zko>7hzOTU8P>L!?m`ZgWDd
z#2j<17zkrwNa%TEm<X7QQ2n*uvtwI%10J|!!AO8TxoA?@6#hsMqBvfb(P}U|n3JNH
zbSvwc1(hfzXUh^8n%)eZ6$qOb#|#cFlF7sEciH*QB<*p)I5AP5w60%rxhZfIt8Hva
z5U1gKpGN^6CUgsv#mpP}XLTLRORHU9=RStQ%rXg~xkJ&A+v`T5S*#|1z{@?wAJfn;
zV*|M_R&HgoNuu#IP!lklot1*KU~P6%ipA6opdN@9V<ey7OErMa&YGxxi321S@dV@(
z6~;0n9mi_5nhZH85JKbrNDMYRDSb$)xM3JvSR5<}aGGY^iE?B9jWUDiN|!XlO`=jL
za1vD1BJ-g0F3uIhNBmWQqMVdrOR*$4Kflo2Sj)2nusP6FHaZ#eaaP5?m{IU;b!7PK
z>Kgld`XpncQ>crHakB6P#>klUvU<@&$M+Z;g$z2G`XQN+0nA(3gCGIN?MHp_^d?_N
zm=0r%8_wP$&K^%c3ajvTSU<%6;+tUgpn^!h!L`Tf!sB9cimAr?{I=o?q0k!Y8`!90
zsgsoi?&!b}Xx4cwQzQ-Re#{3q%)o@%KxC^?!<B}58E<rj;!?!7KNw_qXLmZ|Y4%OF
zl9?P>7X7*rECVpt`8fskO$bR)p=^mZH8fXOR%7(>tHfJH`2$2(HC?f_T)}Z0+Nk9s
z8MUfqQ$ywQ*^eKe7I(LD+gp1_N4tl6yT?cA;(mVTIKO=uif1!L=rm3+6kHwftHD8_
zc!GmqcK~d$;l*J_q2zJ2yg^Se6bgpJnOx2n@H=>R*v(FtJ(h?C!+}h(P}teAg2Zz=
zvF6qdCU#5Maz&bg93lC}Qv!WW_XpPkT!WzYY5Kqq<N^nimP3l4+1J}i*#Toml72+g
zu=t@34vh{e)jVn|*IfY1Qpu=D=neJtba%3;$}AFlAHi9{1s>s4l3t}H5L3Y_Uh~2F
znN)(&;F$(luKdA+zx&bOzV)rYe*1=``bT;uyt!F7N8sP)2*7)wnzo~h=CV4{FRVJY
zw$-<Hwmjk$_Q5^Ic?7@cq-LejY+V}~>1uANZfdR>5u_tf+e~EIYwIgp+Z%b27BSj}
z2F_?GF_;ou9Dn%1k161QF4)pq&jlq)46?csyyq&f(n|~kS+gRl5sd{yL9!lhr_;*f
z5`lB(Umo)5*IX>Z;j7Tu*OnO>3=H;?A%_LQ#vBnZ+_u&>Y&Uomw4~K@n{VI#=+51b
zOH1#<uefvj*6oi!qRqDC?rq+=d;8;u_e<HttgWULt{ij*Tbv}Q+hA$5Hu1s>&zvh?
zPOl8Mm=_RdVzP!5!Kouc#*oYAM2UGIqcW6a)W~2Cn+tM&rkE-06@#%LY6rL(`T2M{
zlFTGR@gU<xv7cz<w5Df-M^O$<luRdA*O!UkGc<{%;yXtNtYPA?B{DI8G!UTJE*<lS
z{e;KReh4#I_uiljwwSoy5Brfip;&}1Fo)Y^wp-aUFqk(Opr8y1fI;2>9R}8nKjF%9
zmYJm~Tdly^BUeVt0i$8KtW5RR4Wj8A?gT57lz5u0I<L>}_SjhvizdQk)gWNt!)#bg
z=p1Y%)iT?ZFerFD#Bv;o8k^mUkYiBG8|Y1=nNXY^8HN|Za80DJ3`CL`gh2`;gGB2w
zt%ZXWk?ScUM}Evmg-b9iBRItP681Rer`2YJyG3kCwY-ecf$oALfd#>Mix|2>xg1NT
zlbcxv#xAdqju<g$Q>i%FVv`d8<HWsYAhxIPMPy0o7GFZ15z?ZNkw84Dc-H8cd@)fa
z7mxLX`+*O|sh_+wv96J!e!yZQLxVgg$iwpyPPm+86>24`cM>U)w$bX!s>ZtJ`r7*b
z-d?6{{E3bl9+M!G2thKwq99T<V9BR!b~7#?gH)Ht!%nUVR+~Z3tc@8Kqd=qCJUKZ*
zR{-0B2nNQZls-x)SxywNdW<{1kfp;hZl6>NkySE1HzAd?@<?oemQ|jv+$oNgP?B`9
z(vCAJQ?IPrTrTFhOya<9n5>RKB+l~U$i&nnt9o)e)72pN*=QgU2qA==7gIbuL^$?+
zJp+#(RJ1g=p|W^;RQ{m4vZA4m-)00?Rb@p5v86^4YHDCUOSGw{r*&p#LOv_;2Ru7l
znXN+N_y7FW7oR;lJv)5!`I|4k{%SK@$mViKr^nj|`|BpVdYM7IQ)^&+=tX3jt!A!M
zTwZ);7tbQQ!^-o;=|+IjrMkvDZokhT3Nc=cM8ZD5kMt%NFIdE(XxJO{r*qj%p$KS3
zalN8BCBP*!90UfwG$t@OM*4E7sfFeB1aZXz%a{b-EQH*CW{!jkX$Kz=Q)uRgV&(`7
zf`7U$bs}CTp(}P-qnMkM&hmw1=DX-{>}H_PE(881@KvCQT(J`Ux_kEyM~A~SG|~@S
zl^@NEBO?H`@drPC|9jv4?qB`8zxv_7&8z#(PrW$;H%H))`Uv0!wY9OYQ_C<Bjf9w~
zt*h?5<_BJTN+s;|FgeQR6F#4LX&DG)YgN_#-rly6(f+=H&Zd^SZrFj{ZFLRRt?kVu
z9~xU4??0e!yQ=*DUEC))pK$M)MY7w7(qkmS%N>C+MkR0+2nA_ZmrNULZnt$a8}s>X
z8jS*rhBFuD57+3pG`xh8k7bC)H8N8zJQ-r%%&HI)lf-4`INNc;nkFmTHy~P#I=fps
zN&B`oaw&?kVzr8Wc5oK=?tF|AE4_F7_U#W#N^dh`EiJu=(FgUgwwk0$B_m79m}{!4
zue~x-WGz?|BXF;WhhTxiMj%nc&K(dTklmc-fX_2kiKP<+_;-)?PA-m;Sq3FGl3JNU
z2K)tQ3gimzlW51LHN~)^(JGnlA&pRFSWje@QdvkBVfH2Q(6;uAh227k44BtN{Kn~X
zp}|mGz%io9kT>X#!~mE1eBmI8HM}?x&hfahr>sspVY3ZJkX8ab27|>wbrD@f%y3z^
zR9x42V>9B;@mC5o8Tyb1V@(oO#<X<#x(JdTIO0{lfSVASKS%}+^9~CRriVBo!mTCc
zjwy$0vBKXBdK86F$X*r)yjXmcS27YJ8tw6W(RIYg`5b&01QIbeG!Ma>*|}+O?Cj9t
zU>MD8sHyp@$Lk7&d?t$#Y}CR6)tL*V^w-wb78mAN)MMPq695ZT?9*v=NHY8oUnt`C
z`LT(Rg`!YWDTa^4@^LQ_hq!ZN(ivh#EPwz%#{gldR9RI;VKvVcnu9RGFyhF7@lVVO
z5jfS=)zAQXy4wdxjdylZf(3AsCT>PY*uksoI(9pOtRlv)RZlC`Sj~c!QcctxZ3zIL
z92E0y6d*G};lHio-ze7Ck-2NZNR*ojW(w04chq9xfb&@B#4;wdvcVA;9B82_sf45)
zNvfftk%6HBmLIjcb%wG4AQ<+O=V#TCKt2MDoE2M^xG@mPNYqo41j-ARmteFRFf(<`
z4taEWlDWJAsH^<`aI4@>^axopjrWH_5G+yhnrJC8M8wOfyI)qyzURXS_t{piu3|B#
zv7x@2Kgo6y)kD2taB<N=5X<HE#F8=OH@lF#`@88xIGYG>CL&xy@t`uMg#14<J!dwW
z*jfdcPbC)VGA<<WbKU*`cwPZ=F_GGG`vMVw8!nf9ZEeNww1MYB!$Xh3oulEAJXk2~
z-#gejJUQCT<%)zhb2$c%Tr*&bDwVWZ&5zPiMOQmCv<a+ESi6jlQKUme@aQVXZsmP!
zOb}}zf_br$$iRrO>L{9OiBEKP@EA9ZPOt`ogk!UoS-FJD@rm&PDx@aKD2h5xdbimX
z8RXeOo%c6jRnTNqrxE(%RZehsr=U_`f3-C=Ha)yw_M;#E@GXcEH<s5Q_1W*{#@!r&
zfBPeV24l~<y`vQzJt)*3T7JfckuJOzi(;U=cPKh>artgs(HjT@4^>r{HZ@m`O@P{l
z0MXLj2Ti=KwWA4QAtB|)CSqC@^>q~=fA~IF9xQ~mPPUv{0Y0->G&08M=9^Ufm_jkj
zQa-dXn|)(rV}<fzryUDKWj3wGVty{lwYp`S-9!q@=Xdx6E(Vk)s~|bxM==3(iZ>^N
zLU^!vDIgc%(zEWTP|Xuh#_j0nZbSR202(Z-In{D~+AfIG-GF^?{A%iGpM1d7@_w0^
zwB9chFQgR@9}woJl~P>rKcdXHrm3+3UB-VfH&Aq(Lx)Gkpc4>;=8SKGoX-YjDv>K>
z^V<wo(uqtmmEEKU;5scVVEY>u{nXqH5dIadlK0UwOodz?m&@&9jN%J=EDjU-u1tYK
zVJkESIOH2vlYxbLw@u{j*_4d14&ZcpJibuC7xJ;K0MeE*C_Tk)Ap%|e)o9z$LjtoH
zth7TqQ6{9Mrr0Ut9eg~blt1L*=&@+VOa}{&kK=Kz2rElL0F0OrJDc=QvbE0;5FkI9
zeA4(RI;)+s0H|eV5tG}{Q$u68CavKI(lbSV4?B(-D77_2oq;FtIY!Et$?7xtf^s2N
z0_m@0>ZL(`6FBE_Us#w~C(^&7!T7>DLq1GFRUI8%TAC-5#nDwj?3Yd=zoYRWDLb#v
z$=Vui&i-)J<qJZZ;sCP4;19?66I44e1khEa^+9wsw{~D9jSlsXjSiFZN9MG(woFgW
z(4Byy6GKDEI942at-;|DknFuZy}-Me7Gd#`c<djbzgtybSC9I_;k_<iMDlbo`sUNn
zv7{e6i0Jb^BFA8)QHe#vf&Oj+^V}EekZ7FYZgTfEYX;4_ku6^a+q7eoz*=5Lkg^~-
zO5;#p-$+k;cUyCtW_g7kOX#EAcY!jVfGage5)4!-<Hf-N(c;ZOjYVUU-V;#oM~1L;
zn7uNIMR^hlQ>cJm(SItQ{TMqW+KD*=)kk7t>~?l^@ViVBk}Vb98U*Z*@Mkr1L@q!c
zRZxUc%{39f9V6p|1kMTG)4=HPI+;)xwsUA>F$`VTTO6K9Jdw-gAwjr3emz^Jgxkr<
zvjhmFgD)PS){}+Ji4~1zeT_baC6~u-b=p`9bvj8228qXGck9<z^m@k1^nzIp8!W3L
z(LfMe0^tBF(o7h0g*?|9ncU{?{`SG~ey*5LXR?qkKuG|6V~-I%#Ud)2Yf^&W1ueCQ
z+t1^IPy~)Dn}TpVi}lKKC1y9dJKQj~cnD7LDu?9e2xC>@%nuLuAV`%<b6nO<(U2>l
zi+q?r$*E!}V!Fb1L!%OGdqm>&zPK9g>Fc6sy9OA4W4$<p6%Tn?fb_;oVMY0)pZ?@0
z@4Wr?J8!-9Z~wA>a|>>cz|9f(6FCC#@bRo#I~u!~)pS6iWKpc8uAvr*(%4YP#Wp8p
zpi266<(h83wUyje3DF7IU-(+QA`J|aS?%Z$^&IW^0<Fz;w?6p0p00L=D&2iueZVgV
zy1RO5)9w&x@KMftqE!TP4y8!YxUCkg$*3WEPe;x2(%kx*TBlP1zcLzi2tTKDgIsMS
z7J#{!+>AyOq2y))&m_4SkEOz5ea~efvb6-HK&Lg@O!M^bC}u_8gADR4!<=c5iDK~z
zy9`9wHCh3k#^(@G9;KtLw;g>*Z7%K~2Z6H^VOnOEw{Cq%imbHcE(f8u1_y=n6b2c+
z<Xrg@wFSxz!g>&V0f`dgNj8U#X&{aTD{N$MFrZj;18|CTA&tWrkxP4&45>CwH>?m6
z=0|Z6xrYUj%p|d}*eKK!akqnGT4zGXmoRf=Oo<#~m6A^*A(qM}qN$k44n^M%_nuf0
z5{`sFlnm1Tpe<MgfaVHY)#|Y0U!ee5-o)J^@Xx{{dH!pX>MB_;a_j78!K-A&5^+Uh
z9Xh?qY+xv9rW(nL03%Yy@+OK`sHv3|dLgx>v2mq1DKBf5F?RgKbK-H2AE!kSBv@*I
zCB=dR(o3vEVwbJ1aE4{`5jo9T8}ta4@<>e0F;pXsq+JvE`-OQC4%d*JpM`}02!C2O
z>Gio&>3AgKOQoWr2z8v%NFtTaWpG`Jy9Kgz4iDa7+#B#yAcYjdo|DcfkjH|u+SQ5E
zg-V&5m-qHj;n)wc6pxHM!5ovB9m7WyIU`5d@w@|mfiQnda~(H@fO;=*t=`_z(J@ML
z0K-m6Ct8~u@TRz>B++zwJzE3-<Y5Z5w6>3o45R6oEpmX^b%g!S_jfX!4yTNE@_|B^
zvWZD#PBJAY+Ku{RJF>HTfQuHkS#VYveDfQDodt?R#LlmGU!khv!cnv{Gc$+GfbhUi
zM?kWP$HD^Z1H6l0LoGc7SAM}rG=ep27VC$#*jb<+Dk~mxO+hy4-n~0_?%c-Z10-8p
zUk6c)GMxpbV1_KN=p<9Kv1AGlb7yZWlP_!^p82Eklgq1@Z(e8f8J^NshigH(GCam!
z^BfxlU@r()4dc^c!;wiJ?3YZ8FD@z=+*7H5p0_(JKA+d=a-znG@9``G@k)Hl=Cmi0
zA$~b@It?A5{5nv%7><VRE=MA}ncpsM?-l5<DD3W?UOs;I^2OQZIRSe_7ql^cyK%XB
zl3+RF9AXBt*E}{hG{z%2GDt0vm=8*+dX&1|7Mw2dckEE}gyi?1`8AI=pEfc!NOods
zdSZ57#uAW9HG>m|^yd5Y_Oe~k$<FtJVjd?Aea?;pn8Ak+%S-OvVI`c)N-E>=DY*nA
z;7Si#ePbQYDu6I}zxQt4e(&Ayz4cc&y6aEmgm-f@Z;rqp(-F7^AyzWHYoY+Qj$vX8
zFVV=7>Y7KyzyNTQ_(cvaFU=|!$^CNCT-w>eiW5X=Alt*e1HF8HPd^DUx^WsFl-wd`
z#cLxN!{)Z;L9XiuS>6X=(Z>2D#XUq-ySqDkdpib)x~8W`=jSD)!if5F{-qaJv%*A%
zroTy(VcFw09vp4?gHE>d63K8Z9u9@s-?JuC;Y=Zc9?KOo%mHc2W&~!i7*Qr5AXqlX
z4g#|vsFG^PM1UxXb;+3V(1k~cYXex8&BV4KeT!>Gx*$~=9jyCBrA9d^pBk4*hsH+m
z%4+H=%O94Omfa?1TUp7A@%@TN<$$^gkJWIBtEt8xBL&pf(%9Ka`^h-xVzM7#(8v^V
zvYMR}+$~|<s8!5X2u-0$#D<`NbWsrLW_2qR4#bo3SUROyTSG`}nDn4YLFiMIhYDgK
zh<swRQp^f%8<<zoRKg;1U+6m8VZ?GGTZ&flGp2R476upNEYueY&}=7}Z((MHi=|Y}
znJs8AXk$*MH^li&79A^`<n6hI2v=y9EXon}N2lR2vJ-(ELao90g6@Sf#@=B9i~Yr(
zBXd~dNf>}|0{|4ToQM@8I1);Lu6p)Y*9f552=KEi$?hWUFthXo8cn)j$m90dVAX=h
z6k&dyAV&d_Fca^`+%TdKS6TL7Sz)u0^Ef+rhP24}huLe(Zxt{}SdtA!!>BJZc^F?N
ziv=f;&A96ZXBGNKN-}<An59W>KewD9*2u^J7O#+f3y@8w30$F;M@Lz9qsM9l3DZNI
zev)RQR*0sgqR?iQ6_uRVMV5Pd3MzklTMGekb_P%&>_}2b2|R)5)U|Oph4doTPI{b?
z7AbDpd$_ffB&s!NY%^K~Y02`Q+3Ck^>mM8ji^@|Uu7w2s#74o)6zMj#N&%08XA1LL
z-mtu+QaPhDCZ$9Dec-d;-qU5no^cCPcF3MMv_Ru)YB8zFATdm*KDF|ZP+a^2Eam2A
zYFq0VieVD5?}>PuW9LD=q_=FOvyt=5Q>gXJYbM$BJYH%j6iOtM>CJ37wn>~Z7*3$$
z#T5eFQk@PgF3B;J4AvUaJZdpnlL6q57G-&mbyop!g_viC!?J8)gO>k+LO8HPX{FyF
zc}ONOkxGSQAu^5pHIa-Z(y83mHu?GUCs$8iz5eBIe*NtE)$!TM(fL&-zmwj~udNwo
zX4p$r;x-ez;-O@qEI4bt+>C%TUEmj-Bs>osbpKK2%%cz?B+SqO2@<g92>|D<Ula!P
zFjXYerB*Ybo|>Phcb=C4Q7beyjvhmPi!n66v*h>07Q^5G3m16cL`jjcwKY|s4r^*F
z;7BmsZ0{iA+6-r-wyw6iruN~(%J+Zr{@dTWS!w)ZI+@+vmYXB+CwK%1qqemJmwyC*
zo?_X~9>Mrxk-WC93g<`8ruM9iA<@`qe|0r;x_ga{HE@%dS8|z-2}XpB<P~)yln9mH
zxdo$gaJZLLm?*C8X&)FupS5$1&g=%vIN!Fly{Uhwn<cZp{tou12#K|Kv`Hq17Zzk|
zYfEOM)?(DyZEN9(D-v~Qv$0Un9SFEWteAVO<o4~%+-w`sco=jlm(q;z@M_Q@%mfLF
zr!vV%JOn(!;;=9s!*t?w46G6cekdNXGZt|X1a?4=M+iB+<hTTdEWcCC?`#$J_Hw&>
zZs?9~o57-2sKLiW7bm;hBdRJNm6ey5lsypp=3qKdWmOgT;T;iEuB)l!#7MTEnk3#>
z)g)ol&vc}xhyEZGEMXyT1{6ucSM0$xHPp2=HGqc_DXCSl;)h_FnUgQCD%t!)8X>XJ
zQCLht_8cvGn!(fg9OFeiF0mtNCdto&AV3T)N{suC8;1D&hAPiNKzuUIWM_daJ;Dan
z#ORhhm~MRq;wytiWU2_{>sCm=vy;fAl4%hMb`BSTe?oUmqlk-Bw~c>AZlCikZB1BB
z{6y?NLe#wR$^YMW<Oc2^B8`uL6tLLrG}#EI`szv|m1OW50OjGa8A*{X(a)z~{>YOA
z$}3qoqGGse=tDhhG1Vfwle8y*5g;nX&w!Hvm6V}gFofzZKp`OBPsb4EjKyvThoN2D
zkVs@C&T!I*l{1OvZepUrN&tUBE(jPebw%8MWFe|pGJ$zAPDG8*hpz=0gA+7!E5>%@
z3*r2e%<7`mai9-DN4|&{98HuWZH7Mu%*!mcLHUhPtJUjzFuW1F)5T#IC-~`UM0Qta
z@8l$qtwo7M+TGnvBHwKHuwOYgfsk0ZF1#k9Pg(P{W=TctOA6<O)eo5YM9}&Ngv6?=
ztE_lbRr#p2gxuntyLax81Sl&hA#?QTx+N8@#lO&QgU}+#gnHzAVCIq7M{`0>pcS2m
zUb(EM846PlDn3pld#OuHi`tb{iDX)-()JIGaNO9X#D!y?2>$`r2fieuT%;j;sSq~U
z*7W<mJac#|5{&1W5D0mEL6<iqQt>SCvWn|=(*tQGx(PDQ?qnm;%;yNaOgfq^W{W%9
z7?rv0oy}aPuwB?cK6>@p&p-L{m!Ev`<+GQs3fue1bQX*R#j!vo=yh0LUZosUBBl77
z8U-Cs1MULT!D&j{xrmyUA*gt;u-~}8gHEhjQS%70)WDxynDFa7HN#@;2uVVvif8XU
zrkrGqrN-{D(Z2EVL1v4jMuB7CkFoOI+1(8@qP??&Ts<CPSt&%p`@A}JbTsw!bnqPL
zAM7K#kD4vJU&0u-z8=>7!w=s7;Jq7q>Yw0g?&c=n9DzU1Bfy!Wrs_T^TwY`dgEhB+
zo9JR4va0&w^}=8k14l|@XlG`kM|^@wC4!{ALlhV_HP<7z`Ukrj8mc~e|38e54DdNb
z;(24nH!(RXMvy%nEL1i$Hjv9|>um1n?_^yG6Rb`wQ8w{fI?8}Rpf5++x6`hw^m<J&
z<bX!$_gbA!larv7)9Ce**R>ca0J7=5K1Vp>XV^uI+y$Q0PpZn!Ry!efvPmpp9iJcP
zwz82#n8=eq9N0fTEbeZjvWQgq!kz$8^KgJS#vc@g9~>XT$+x>fX0e%X^G8CI7J+Wi
zn+$~EsqnVBtzvsjs~(>m?CI}l>ujm1t*opldstpdjKBQBy^4x5N(AU~;!lJbZ`Cyw
zH8t#7R^!01u!iX;mg;(;M0H^vGRGjE!-;-ELUAPM&R!CDpi^mq#QwTApsv+dIEXFA
z2$HB3f+`RR;)9{Sm{bD(;!nNFs3Oa?%z5(~mxVnAiA$_5qGy<R>d5~CgCgRk(NROW
z2KCE{wxrV0ptagJfCktcCIGO2ChSzFL!mIO!I{9mASbU{T0qMojZlO9$wY|?NYt0r
zX1z|@v$TjHGUH;w?T2P5AmuB-rmn|*oawb-D9jLUGr83I`br=OE7i_qibyu+bmSIt
z4gto`!yd%Sv%7GT#2zKXQ*;_)2N4DzjK<_yx!mD!khKSZp{0d-d5L%#ASa^dpxy~a
zA#??De|`p`g$vf++Dsw{E06OmMj3bqlg&;h8$l=;A0<%7{FFD=0SF6WkFkdc_KGb+
z2ofyBagK(YLA1#qN&q^ABLRptmPmN~ewWveJ^^>iOpOh`b>yItp|eS&H8Audp@rUI
zj!Bk`bv$}5(OuoWm|2p6{s9Kog9CV3_@*snvFdAUFjJ9R56jEZ^9XoSh-KHx>bl~g
z{1G|K^0Fq1nwuL3SUc|R?j(gcI>rnRMh6=%C|IZ_Y!kCP3C&FSRC92XMdXQPOcV=i
zd*tm&jPY^ABmh|qAHIo@Gz9-;5;h~~3F6T4z%eVdJJ_@hCR1s4Y>~m6nPg!rm(F93
z#pCJJ!STV>^CvIfynglOHSe>3!Et4QF;~pyw{l14N4rNm+k0D#FTeWrFMjn;zxmnE
zzdXBoaq;B&;qlSV?#|ic$9sn-!D!NGaSH2so$0(DZ;Sl}W{Utoh{54X(KrwIjwh9j
zF{^A68NaAjQ5!0j3kUlN?;+0yM|uYbdl-RIJ%GoKdx-!RBX8X*<5Yejq?03T8_=i5
zJ9D$tGcA%@q!)E$e2i3B4@!4nkgaV{f%x{cY}D2BtNWn0zlWpB3|p{jI@)l?DAy>v
zUs@sRDVs{}-1(dDfB%p31^nh#-5i0NBk(7E1gh!uDQD)$8<sn+6cfW1Di<F<Dysuk
z(b>vt9Z6U01t^%{6zH!Z3C5&ybi8kDVgLv1e(A@6uUS4qbW!BN>lm7CLOR+vAf}Tr
zDuG2HU5M*L3?nYfN_#_NEnnCJ;j*{8k6FOz5J{N%c{wx3)m4?p&2)+#NemUCvJeJN
zr_t}Tg@T^VbQCe>aua^ix&TmFHvl(+5lg0H+5BcA6=U2MO|UlT1mU%FuycBTOaoCS
zpC(sK(KeUoR6rK?c6Sc;w|1cw?Rx?N3w<R9REL_gkIm&=+t|o$72})9-J=7(6~qZp
zs3x1<<S=R0H1kS&qoufi!()RKsnj=CH@7vQCm%j4c~CAoEAQRARm!^My^qUE?mQ^F
zSN?!4vj-eo5@o0|uBj;v?Cc~J+%q~p&iQ&mGD(>Za~viwSQbR4_=DjQ1`(nKVPG(s
zSgRz%&-x^m7cvIU6_Fv4kzUi1r6CxGLSy?9g~slr&21w&W@VP=FbAVPlE#>a7Mp;T
zp~vtm)+wE|8ljvK!e_CRxe~|`DxgViiNqS15TaEuGz{nq_SQBCGQl@sdWcw}^_#gW
z?_k{VC+sOqGd_Y#giu7MY3VT6u3%mz(=^F!2AH=(Q}=lQy0TLM#7Vqwvl8NhBxbYQ
z!m(%~neqkw%#X<Jv)f2!%k4pQfr2Mxx6A`dIW-YAy#eD-i`_)1oBcj?4&x#28vm3l
zWSBJaw49%(ml@Fn)_$6^vYxT4$Zs!AOpH=$!#|+<;EI_|>-a^C%uIM~b_WI*-V~CL
z05&#RfA0VTY$YD0N`p_y!@zy!eKJ>wL(CaGrsWkH0ajRqB>8_0nPYfQX+sAotU4f2
zb@c>=O0RQR6%QWXz4h^jAAVGJ9WF$1k=NpL_)NACDWqWQwzr43PF51|?xYkgk!4(^
zV@QFog?Ly{smu<yPH)1LM6bZP;vnEvp-d2s^b_$cV#5(7#<JwZ1lF2>y#j1ughyy!
zgyI&^HjDHTz{$WRV+EBU7E7-&+Oj;3)Mg@<2&FUW;`Vkl9!;d;PhVbLK6}hwNq#GT
za(;Y#c6N4o_4?DF?HwIFe)e={Z|94jfBr9j_?NH#;U9kgumAd+-~IOGCvSfJkH7u;
zAAa@Q-~H~@C!Zc1pJ#GgXg9kZ^K*l_B)0^N8*2h=Vo0ZDL&HN8-;g(^rYJ}vuZ1g%
zGQ4)Wq|})qtH$Zs932s1JYa8f=@i+{nQ6RqDrhHV6I`(150jakqil;*my|_{L1Jza
zOtOh#eiWHBhSwzb=;Z`C!NK8}FlWSFL;>?MMUWMs4K6)Gj%XQM8v_H~&}mqpCh*xv
zt#(DlM?e1YpY&_{&5ge~0yjtCkNgNU-MtG}zNYFS!F%?#vA>W;5LPRzaCKO}eo)^~
z%UqI$ubCO5J4=xmvx$|d88*)dVXzF@bnou1-kvt8lnZkiwJcmbj*JZrjdC9A>Kj1O
zwG*fSyh$(v^~FmZR$E;|l`zNJA-IA+WJcM}MJ_Uo(jv~hSRERT5_%ZfU8|K{Dx=S1
z^LlI$8O3?qX^ceS!o%=38;$Gi%DDs_6^vDolQq3Uz5sI#D~pO;#TT}+yZc*v2V47x
zY_;z{e*T2qZ(+N5`SkMm{D|#E!tJ@8B0M8<R(N7KPCJLY2dDUEMS>+v_pDBMTy9U$
z6G}vrnG|zR3LhDHpm`iVrxO{Y2Y)&{HOs_gcwh)zP$vZe7-j5|!t}U%_v72Qe=3^9
z%SxbPJmBp<Qms^YWz`jI>T%ZQu&_~uQ$dRWD|lq=#wRAkE?XCrOTMiPm=%;F25n67
z5NQJWzNqvDSd;WHJ0pArON$shJxbJ80=N)q`Be?P2+}yD`a@B+Nm>5)5T+8U!@_PO
zuumPc9wxR-C$EVgEVoezt`qTlQD;m?Bmp^A`jB6G#+0D=nMSd*h7M#Kk(3$$0S-9+
z6+nztp$2uFZ6S^Vj!0)R$#g0fkGg%{KsbcK#ey3+H7k1rcDu;%$D))e`vQSbG(y-O
z4ar}Dc%+496UlA2&xaBNKg)f=+*sE$PhCYvi6NPM*6DV`LkNca+*C%5qUCUY23g9e
zk+0%VY1fVL7*<!coS+G7={L+&6ajT#RLtw(ylK?y>+2hY)(D$B+$<gfk$_H5<en2S
zGxf?xmEeA>9@SJ;)-^Y^RaezskLSDET02Wi%HWrj-+#a_2g@4|%ki-umEJ3XLQsCc
zgb;lB{ri=V7*AJ{if?V9t)4Z*2}~7a2Js}8i&0NZ)lgRQc?GJ1XFflj8)MLeKASc=
z{mwuXe-NEXPLIG-Z?7mmnv}@+*V%a`P%^#`n;>u!@T-}ZF>hrBL#3M6lA~K>wPArB
zTdiT8kYT2nXLwDRFck48Q{h0+gXoRMV_SRM{4QKRxqAHMDxFEBHj_L+c%f&P7cbwu
zJi9!*d~)&T)0bql{`3F#hbJ#yzW)5nfBcWXefsj%)zc@>Up#yD`prN6r+@kU=U;#I
z%U@kRdzDNVJ-#SMlIIGrFRm<@anb_7j61#QQY{Iei)S)+77~{|L!y#cUbIvYedkx6
z5FIjdbbO3}9G^qVZh{g5v24Ih6i&wkmL``8%x@Q!GssAdMkNrbLw#J!aCt~De`0KS
za*{8XAe@=(vkXFhuWw+0%}0wx%Vi+zG{C!P1MlwY7#_hVgqSPiSCx1wuRpzgUHJLU
ztxcjYyt%Qatn82cMf>LF-5i0NBk*T)1U`EI{f~b7ezTAbRkiii5G1$^r1Xc1pN9|2
z0G!@0yGu@tq83(%2xCl0xH6R}6w^k-ie9Hw%(3E6Nik6|UeVfUQX{H?{l)$xZWu%d
z$U^N@m^1_Fg54^{k-X?Za|OsLE@|7EiHAYs=TE4xgF`*+tFe5vppfIXnT$FuqbH4W
zgT6xBy2Y|a7o1+d;)U<-wI@?BOx<kY+3dz(n1GiRduPK4Tol%jCz-}w31xGM-Mu2)
zUY~yP*^}o_iraa_*wM+s?*7jH(cY7nFP^@Bd3JUF@@KD(FOGH&cTO))4^Izs+j(GL
z)c24X3&z5m`AryH4B*&p#OLvcLoSF|bo#ihkht6dft3J0uUJ}K(yp>-1`uOuRXw{v
zE`|EO9_}eu?hRDsK^&{8M1X<uhlatr<()gXN=oj0^wSS`Bl>gA#JDdeQ^fr%`M;*R
zs=BV0a5cMbB8<&9LZVHO{vV&{$NRXR-|&!-9;f~WHG=;!I*L#cM65-E)9OW%VCXR>
zgu>KOvu&zlI;UeVZB0j79-oZ~4ySvH%lQtB`4(ZMDq)60Fk@qpAQ`Nw4ID61UN~Jq
zD;OQJq{eC_38U-y&@$D`u;>v#gz(*9HXUNB=x_<u=O%pzWq@qG5i<nnE8KeujDSf*
z$kOvqfq<XS@%g<zKjck6L{|p_i*yhxk6yRUYSB<vN!JdRm`XK1A@dV9^7uB47NjSM
z9|5kX$9;rDB4tMpNAcPP!WEHH{WAtIYGAmV+AW@fO^w5Zt~q4aj40slEsZS=wYANS
zjgY=@J}Sz~K?;aUg*$gXzV-3FyCom|<R|y;-lcBg{{2U{@9<&T77)^mr^@d0M``Kx
zCQBXFrHl%hxbr{^4ff+e@#C4#;^eI8bU^-bb&wQ1X3#d^wBz=osj2!wX)v!G7(_uW
z(;i8xlHeI5ONm6n<{e!&Edbg;CBJR$^>vLM%>J93LF}VyXllUJQmYj#$na?30&yk6
zwTX*zPwU3v(cZI{Pk#2r7r*=cAO872|Nhk{FCRbQTI2NibZ>t*cXD>NeRQ5GY(IYb
z<kcsiy!_-71Xv^*I(vM<u>SSWKL7mZU;Xw!{?k{#{KeP5{KbFz{qO#-|MA~{_b-3=
z>X*NH`TEV?{?YNt>Ep+bw|5Q*%=>&HgTbm<HAtj9^;lL|1eC#D!+`^N%II@NtGK#K
zEGT3=CfHko^&!0OG3XGa-k8FVO%R4>r+5I}C7l*bTAn-{9|*UYe8@}2j=-6@zj)(I
zOSBe9S+Zt1g6I}g$SJvuj3Qv?8K5?_hf|d_LRtAFj|Ge!a$Zd>^=!?+jzCvITNP~x
z{e2wK0T5@CAT5T%VIvVd+-&fw<&}(stNv_W(r@m_%@Mdc0)Hw;fMn@+zx&-=AN`cz
zeI=)*x+*kMV{<*%j3@zmi@@WTmfQhqO1}?8Zo1OMxMxPHQOb48Gj=nOPPjl&Bw6#P
zn5AcoKHE`<VXZyA9cU`%m`odahwW|H7cFf~T|KSsM8f(A;lts-ZeYVGYpzA1iF9#S
z+sH^isPFOd5t1sLYv34YwJMaApj4R+E|(S8%kD6lt@>+t!Ul;Z13*fn)?{IhW)s`)
z0aq*@2uFOInOMHCd3<`D&8L7`931T;z^>nRi`&^JFP=Pp_V~?bpS=0((=WdMIq!V+
ztFM3d^UsdXk4cX0Ak&Ty0ItS2<6`O3>3|x6_XQ)u;j#LH<j<VGaKHtO(&sUQfDmki
z6>{>c>smlftNPU?ExBj~XnI0NAX4WRW{9#(NQQg*+66_RhoD#!RZ9Q<y?3jt9}=!(
z_X^Mu!Qi_f{XhD!^zQAldv_sZAcMs;Q>3xsK$fx&ApFUP<$Oe_HFCnWh&u+IRbs+b
zS1W`X<C?Z+TB15SIv|URzd<}_+d^zbv;)RPmJo{}2gt@8XD`lQ&@5Tr=RdKhhf@Q?
zRL+(mGaiZ^K_JL^hmL8gn0bd}5sx<x9c}}IIg}eJi7hq)Ni6yaXqw<VEMQ|?f9({C
zkr@0qo(^UX+iS$}A;k6ek3mU=@ifNP0yxb{WX$yk$M6$THOQLlyU>XM#ZT(%9vB%I
zB|hInktsL6tGBVCxv7zSl|YCJeOp;c=|OEJ&sv<Q3Pdcj>efde+`DrNL<2eYhY#-8
za)=*1<k;T%=mVyMw?4d8cCX~#o!eE{9EY09@{d3IDNC<-xwOr2oNHK0K@L|{atymW
zI>~60<)e;SGCmAQifOVqK9e%)9vP(}p9rV9-7fAmN*Gx>hc%2`n4C~9%n@Z{j!9;W
zqe6h3hh}JqzC!wO76%4ER6)Y%!XaZ{V_>MCY#W%?v9V#stPt)=y_0D2QSKRVhWyT4
zeltm>!gev8PI*19&2(aWckAeQH=9Yk`Q%fI9na3se)XH*99>*IeSUdyw)gV&t1Y^M
zo_})n^5qx*@axxK{NnWDirm-hPd`O*eff)D{rnfde)H+)FZmt#>`Sb%t^96gb32~M
z8bO&b`8JxDmsZh+1A~ZNsZzBpYABhIDiz@Pt}DH$2FIdRveRlZDPO+GN@Zi*Cqa<t
z>E_X&om*rZbP%}d_@I1_r_D4ApNtxb&G81&VpLGt2Jj2zvr^Q(!JwU*q9Z^u*xx-m
z+=s``GjVuy7!_)B*tsgBiHYq*E>(EubD>8hjK>0Fjch9Do37q&o`a&{fH$7iL!z%%
zx3<J)jcjTdpf4~pq}rd#tMtw7yg33lN8r!(2z=|`ed}-k=5GK9LB!%@hIP->jLJon
z5-vS^j<_^vFyc%AE10v?)mAk&RF4exD5(69OXg-J%geKii}Lw7+4$HXAy_uP>F-8^
zQ4!fIb{@MryIN3O@bmee9bI%4aq4eF$PvBZO!v+9C8JN`VNCAui?GPB#W){fDR6>@
z)dSOVb(I9p96=tk;&!JAzJb+-nX?K-pPV^*jE_5ARQ8$@6zlk0#o}ghYm-w|A{8m_
zWDbsY3UIaasl9{k<I}^V(}SJ8;=$1#E&-F5Pd@+T>tB7v@P*vV$;HX;!QT1fi}S0C
zizgSKeEI2{&p$mpJ<4zAw|4V|olJHs!$dN>o%4nLlr!3CS;Te=`{Ah~!ysd52yU^O
zZzr%s!}z>%iIO9-LuxYWq~ZzoPfh`DpRB5S_`~nNi!@zOPLGWB%_*kYh{PX5yY}?7
z(<8t%lbr~<FR$MbQ9a(Fk(|Ib4+_ML@`oi=;2_Jv`=gdcPaSU$9)Okwqrs%?LHT{Q
z23WOVnXat7q=f#=NB7Gfq2j<7FhJvj<zj<???4q5dJh_H#iK_cYsDN5@xktW6-7LC
zqK}h}&#Fq02o1G(qW9~o`M9XCfhfmYeQjM+eFIZGst5%1v$C?LvbwIij_-{!di0PQ
z!P-hR5jPX4i2#C@S3J01{qP}4=;}v&el>B#sz?0LI^+)Wl6%9h1L)jqT6_8ZQrstQ
z_5(B(lRlAEzt7u!3Ut2tcBPnBcW!ep_*&9FKt%XB-<Kyg(?F08Y*28k_@OlwkGR=f
zZ!m3yW{0|?RERJ*i@Zbq*iB6c1B_ktA2I_%DG_e6-~)ZVu&^e^C4D`;%W4&b3+Pek
zR>tj2%pm`hzZ#@J64fy>+9D$K-IL?vFj~okuPiIX_*BeLB@|~PRpzLLm;z3vVA2Mx
zOt051Eh|Z^xm`|1u9$~b>jtCOBw(}{y*z&En6|fb>)Iu=X=5{+-r3vR-q}s1GvP=)
znTQwi=~Ozlf3W-X`HS4v{?ESn>Wg3e<FhxPeErKWe*X2RpZ)yvU;Xx<fBnyY_}BmQ
zzyAJT|Br*yr>SiI%dfxw`WL^vc>MI$o6jFVd9}5DV0Zdh;ULgQeF8;A*Y@TTavQzO
zW~pfGlF9()GN)$W7JqL{GD`V7-PbBA4K~aef6PYJ>S^67Y#9|_*voMnpp1+jAat6N
zDIu>dgt&0GSV93WK^XyxoYXzC4VD+%i_6P%a``w!nrWE?tPR&JIACP_prEic!Ic8a
zmRA#=<h&eFOwd6$P(?Y?i(V?Ci7GWQxp5W|NXFr_@iIaRg3CQjL^7z=wY3mrZ_KVg
z*Av;z{kk~<f1*d=?YG|g(ck{fgR(MMLs%|=;#uxP25>Eja1v)z&bXYlIY*b?<DZC>
zb5iT<Y#D(pJvA;;^mEYPWr}&|i4!s@+wOxBNk1*#z5S#t+8IZJo<LNPfMq1d#PgeY
zKi&)zNoJQVOg@|ITiRF;7o$n`@>xnE=E3_=fQE*kJ9NwCoUDlKQmcnE2D<<>(;B=f
zLgsXyFpIQUHh>;%2nx5A8D%u;OD4m~R3ukO7k6^Ge6qO3nX5?3W&2>Kuv6GQ*xoxt
zj2)18dHv?aCqH|A_5AAW@%ho&F}myO+2dEAzD9aIdGQR3?AgnwFJ3=;{`%>~)64Ds
z?bFNSgOmNk(|ur)1k7?<IW{OEec3U_0-jaa-#W5ZtI!zWm7%@>_-hCtt@FQXUP*b&
z3}+2wEiz1_Wq*E#yct}5BGV-3re`HMOtXq9g-Sj-MX3rX+dhtr*pVNA?$HXwgE!!i
zM9x^<qM=}5u$PZBPvNbty{W3QoEAR_=+)Sm73IhdBo_LLjXQ!$ypI6mvE(u3qh)3H
z9^$Q)l|Yw5tx+?KuqnHDkEt6vuN*EKlem(5C>#i%r6sq?4VK;en14bPF-R@BcenIz
zN$DL%cOT;2QT=qE?{rrn6!;u`r>cs|va$yyC4}E9`5}z-?%e*kysWemv4lLjS91HK
zkI_!oH;G$OLSkJQR;b6)5(c-BuW$vqI%sUHBhJH!{G*RP#M;A`s;fh$-RH^E)YynT
z>lAyY{0rm9ww~S|BmsXSz4$mL4A?FhTcB3@&{O@QED~*x)i*i@w{rq*q?nh>q?0&T
zNDiK01EjWOxG|aucJ{_bv0RA1Gx>#ML7O9%o={xS4n~9!6a6?tW76q4{5_!j#L`wk
z%t=NU7p9k&6b^?C3I|hSQcRRUuu{r@fk41&Wq{~q4oIMmB?U8JUi}8E3naB1P8*B8
z(Re%<4rTK>!g2svQrT=OlRh~=4@F{plEdlB<u*4{vBQId&%XHb;N<k|^64*s^^c4W
z|M8#x>A(KB|NZ~|fBwhse*a&dJY(Sa^=DuH^5E!VYxn5I%a<U)Alpad8QmIyU^80=
zKxWZYbD(FYq|CDEE9WjT?xfiV78iPkaW};Q^fr>w92yx`uP99pqc<83rgKJ@Z*XJ;
z4a+hksrdQ%X~+*ugIPTUi3U_`9BE5GR7)Ea2&5PP1fq-|2snbwClNdtX~0tld)hEi
zSpZ=j5`YH6ja;9QQa#=L^u~q;%v=mFVv}3|Kt?0CK;{AJE*X2q@+=*T2_un+fj+!+
zQWMgt5xZ0Ca2S@BWPhTs%r`gt<_O#zfj|2r@b0(2O`FEQfA@PI|MWw~F^pvDu3zZT
zORQ^=PUSq#iylK628DI?I2@0tMWd&K7d;}i#A_L#NJ!OA5n}0|o0(Wzlo{8!*5{>h
z08%UMlU-e{y*=%Hy&detqp3PO5o3_Ynwnecm_>>oR9}TKV^sD{*CZTQvK(B-;)9{z
zCMHH8Y;i6ibxh0*xGSK0pg?T2kxVDz#D*7<CxO+{C@DNyTh}<87B(VTgk()}GZQBj
z#^QWtyJ+H+myQ*-(kEwoXXl3)Wrv5mZ$5qf?B%n~eD37p=<4bD<<;5A`RU6~Ug3tF
zoFCzsT@t4`JH{WQDkYOkvwDAYvbT3oytq0$y*xQOJ>;81>`!hcqshc(A#-%Pzk9fQ
z`uOzVRLn8cg>1U88HjqR<fdm_K06KJkv&BAxwPxck$50mNUa%GmsXV2AZk`=!PY8N
zbMuRGW|tBf=M+puSRdmA%v2hcLamrtm?3G#UFNJu40{^P|11>%_y+8LiMKI!y98wl
zfI&BfECguCgm-tdncC9P-pny)M#(`&2_t}cEEoWBgs<l~{g_U~qPjZUF?2{!QO?rS
z+g$@cf!)2Py4sowhS59?SmZCKujOtDa0L(xm}5LeSOa9y52_XDN=gS=e66diWtK-D
zI%iKTRvu6$hJfq&0;~+4PuE$jdaNgc<#Z7aa%Ts6!Aj6_+=GSMDU#BxX>gLI%o-bn
zN<)4I%M09ib{Cj=BBf+f$Odw8(qCGF3C1&zTP~${TQ2MFY-2<SnzV<eA-SB`Hq%39
zv+^k!h!CP!xFjs(^5xRWN!&c1&TuXIz&G^t3=a;ljYn-4f8k01(ZwVc^9lwRFbi0v
zgwI*A)ap%?AhI;7QYoxfm~|%o+N#59)UIlxu^2)N*sR;*GHz^;w}<o=2KE;6v6AWa
zx)RAaWsAh%Xjt<5gY0Yu!r`;Wmt^BHyRx}#fI1%{jhmZCCnrGcql^Z#xllM#EEc$~
zI61k@=C=Kzcr1|(g%goTGMg>z>>Wj;IKYSDXeJcNZ0{U993CUE4-@z`BkVI+_fjc@
zG!_p<5tMdK$L1-KDiVM&W2fh4aBiit34T@4KYjiEBjcl>A(%}wb4+Fv?tnA4nO3i?
z&neUl`v`9F^uzm;O#{22OR*nO3KfL0?40ngRB|xI0+TDHg+ZlcF>;ELwOlqlD<7B3
z$LMH)e+y7fZv+Roj04%j#anAD&m5k##Kna53f+aNdV4dMen>AG0Lb41aHBN}#Z3<H
z`tqc|v5_YdPpE2>Y30xUb^GQH-W-9OBk<>O1its3@4Wl=cYg4__ilagKI5wT+R9QE
zB&#c%a8dw`)>Ht=hf~qf-Aa`Y&@fJ&56W4SWGeZHjPt-iFV!@-Pg7Hq2rb#f;Ox}c
z{OqJ^QLb1JlS*>9Lj#x)0!G1f1~;sy2j`+1=|w?Xdpkj6kYNp!HhzO|<*%HM2Z;jp
zwv#U7NAqW&fQiAzCe*<qdB2Q79%Ii5@v<+SnxI`*EeerW$m%;BX3;50iazX%#zIl>
zt>Lf%q`uD;j0OAwM<yH1a2^r$DDH#9{jKdHD|l?>?;mVGesXqkb$WbufIoI}esFqz
zboK0N|8VQ@c$fDNj`t|7i>G48XGhOpKjY8TW~#824@Cm8WIR{QZSQTrc=O`u?2vVS
zVrIO5_2S9Xmw0Mtdq=yF$_U0oQX{=IJtawPM$R5%rR}(VPJs>gI_S~U8};-;Mw20b
z#7EIKr8$^sdgHoIzp^eSn9KBQYstlndL!Ki6t4{(7<>#0TBJFJ(YwS70F~DC^1uOw
z&wxKUG(>2sb#RbCjvy~l)FP%!Qc_Ia$S_V`WOBraY)aO}tXPzi_fzUL&je^@mWkZ-
z^dvK~B|zmfz}(4)$&iAaPsvv!h{=%gJ$k#kShwix<gsiJP1gW7=wufusY$eSODm&i
z*4@~X8>K556RNYlrMI(<7#I_(YkdV!YZg!#ObmkDP;II8WHu+Cmd?nfYUKinDAHCW
zu3<O9vto`%tOzbEvRt(|18EE+iufA$6F@{$V|`aw`yvaDaMQ<!WKsz^aMlO$xBxfQ
zR99nbQK`d>n-D!|Lk<NCiR*?9BIR=K7_ok~7sp2CW~K#~Y;2q@1L#|*6xJD7UeN2;
zJYEmb{#Y{U3kCqvLJSLo4|cMy>)S5of^M75VuU2-^|*Db%dsfK!lVPXzt6k7yPHZT
zf&s6`>rEt*Hk;ky02d#PL?e+{Y%`ZF>>Z>s*~6ow%}mxCjG(8e-b`+0ajsJ7G@l*{
z$1OJY6?}YLp`=kgW;8oCOq2ofG+>&!u31{Qnw@%siL!^~B^}T&ptC}wb7bci*%jp>
zW91fLg=lb?pA+w(il!0#lr$~Fj+f2I5kmcggQFZxc5g8HhDS{n)7Ea$<M)!89~qlm
zS%XHh!FK@lAd^pX#U=7?3@xP-@B_i-<8(20*Xfqj>N$yIXqJ893C4&MQt24zzx8#E
zQa!6TtTNVQjRZ}O(=9Apf_$}Nd56I-TN2Ead5U&WqKzge>NSAYLY`4I%ZQWIeKW5Z
zA`(ao0NPk~V|M*{oRMzs#my1;3pxTn`p$RIVDEhU+u#4*yC3}h-`@K0CuOB2Ooh;3
zjZHWl6>S~3RSgUWzgb|!Ghvk*Xc$-t(&G#z@lU{o;mKfIky0l8dfkECC!H8tn3<fD
z%M=S@X=!3y(DnQJc+G4Z8iK4S0%L4V0>Nm(nSoZ(-i(7%-%!(s6Ee(;Z0E@MK;J-T
zZ+|EImF!QAPYf~ef!@PUWc2opB%7F|N@j|<2=D=3{K@gI>sL3-8|wA7$)(jXwZ`b8
z>e|H?T{!Bc=^KQF$H$hw$?J1Lh8K1jh1X6S1_N4)Hw4(p+2QfoA)<@Fo}M2Hv+Lr7
zCCZ(Bdh80k<%@ZgSSo|(l}Mx$$gs<&k9YQW&aW<?zj<}_;@Q(z&lp)geesl@yPd;>
zi>HstRAU7F{onr`_xJ4L@Y$=Uq|rh#|K(FYVJBOJ9-b$Gws*8w*eMovi+jfhY-Mik
z?PQAC{bN3uBZ`*Hrt&-aY$1)ghv&vv3fcgpPZk7#PB8R@gg-MU!y8nBXPA>s%O@9=
zM33kgTErogQHee$hs+7+f-@$8aMTwdCj1S~UqtUwO$6>yx|Aw$(w-K>Un!_A;gBd6
zU^}3x@G+E&vzlc!xqODogMCoPaWkfo;*<d~HAae41Ef&Q!*`R<FVaNFf2#s@rdFyJ
z>1FQ&ywTZ-?SngnHA*Ls3&gt1380=1Aim0KwU{laOdVgre}JKoX97XCuAQ4@J75aP
zDhY9|77_+)ofL2C>=qO4IgGAY-*DQEO#P^{<V~eQI>AGbFbt-gfRW;oTE(CcO{LXQ
zpS0|DJ8`HOp`iqj8uM~#Uq=h-i}Fgyv*=QX!@|urnG7W1*=<BkQCyhgSwM|~$7i-!
zJ#LrPY%CNqv53!M(HDzpsuiO#rgTBO&7Lb3^E`qF)b6AaTA^S-aQ<^y_#U*h7mECQ
zAy+6oe)@Fp=+xn1;27NA+DoQ$iBt}vgxeeB_Ju-WRF}sW(8KE8uxNESy&HxN3qX7B
zJ)Da1Yr4N;UInp^tp=JUdl}L7^dXYPwTg5angwH1{swrIx!v@vd}?-Xl4#oGBqK;3
zBEAF2i}A@RhKOSX;V7P*pf`LNMao_Vq6%h&Ag5_oz5bv=iKvtDd&=_%sXRAF^$)bM
zMbcbzvr{wEfXyaYU{tAQ*A1%(Ev_$k$WX96myl=dGqSe`oES<V1}aWF5ePikp%I+V
zF0x^mv`pB^A>iKvu3?{*Enw!1n6V`A`H$Bbj53;){(@eqZ|>^N5x6-5f2K#^``>%#
z-S52p9vbZZ58nR|e^2s<#1|?HG!h+=Tx>QrRs&PzjlKVI$xv5sE9fwS+JLRtF(c50
zF;ZJcl)J32w|iu$kGD~Lhu)r%0ao4y;4RJ1O)3{TX^+gzj89FCN~Oe~d-}k;c8jPO
zN{lHd%u-%#A-;C@w6fO32ichu;KZT6p^<)awx}<b$_ae4+=NKupZEyZ-7_q*&rDLk
zOUtBuVZLQVQr<Jb&s$nuVh*BRTSb+DZ{=jMd|iD=CPzihoPO16+dzGR&x*wSJA3(~
zll|@8VsR^<%cU7LGKD-nKOsD}e}pZzM>q%6m@nwv%x!M%ZDDHdAMGEU96Wvb49L<U
z=Gi3?vZrTP7YAp&e}2jy+VRoTSI?JMlv6WOPtX;L`cE&8&mW&-kzKvGIyyT#K0n#s
z+uPdPJHL8d+}YaR-#s`v;%nK&JUlr(MD^`$Q|!Xcz<=X|Xu_?Xd~pjRc@8YOK+fh;
zXP11FEgAv%%ycG+p~qmfu$|`<JU&(hZ2q7p91Bw06i>xbZb0c#Aed%L8aVR;NV`VP
zn-wu~*ehCC5U{pDeuZN(aQUR`EEbE|WYW-Jv!VvqhB~s^?Iw7eR*Tom49yF3V#5gT
zRS!fWy_p27j-TZXMtO@wqev8;R^xIx_%?V)44do@dZO%w0@SKhJe3GXLis{2oyogA
z{==hV0HM@zZ>G~OmrD@CoOW1eXqaRoTFB=T@hHM36prEuSuI9(^1!vGlQ605$Qwv$
zoR_2VWVTS`#-Q=IC2oIc!)#m8u~%pXh874g5r+9|_4_?OzXyyg!UjDAgLYLQ>Da5a
zo2_U<M<fzLCh1nxUY8{rr=OCl@aWO;Q6v(zSio+$l4$TuDh2;65#HP1%5(U0LXa1>
zwssE?^ang8o;-V!2Sm5KO{hK)jy`+w^x$Y;fVp;xTiZLCToEOm%@@dkZ5VBU%2rlj
z|69#gr_sc%H7qToRCTPKs?^YBrR*4zPh%?(hQsItXjULwcvbk%ec&u8xJ2BdvS4p@
z_plf^HLqBbP0x(5i#kE*ot`3s@r%?Xfrc0xALF5?qzILU`kJ0wgyaPv0)AIV50R}&
zl5$A!kukav+i?id(4%9cm}Z2#SX5Lj$W^4}XQT^rQo0vqvN4ilNOZWu*uq?xU<(6B
z<$#l^!&M`j2w?>dEx*4sWgxwnS~D(}O^wbj$YvFCAq%Hvr1ZgZAhPJlZft7o?&}d0
z<95)3_^i!;rZ2!ZckAW|+#G?w=p%p+_U*Uc{`TA7{_c0a^TGQ+X873I2|krVYBE}N
zZEa*^ssSm`Y&#{F$mA0vV*|1&Qpy7zoy{$PiyA6QN<Jn53l#zQ6}xk6H+HwT4RT>S
z&`S~S5S!rAVWnbfeNC-hQQ)9ZsfP>$0ya3@1J1O&mjrbOtww~wngzB3d}7~_z*hJ5
z_KSHLy-1897&=h#L*$9wtLtpoFtbPj`H@ilCYzASy2m7A#CNzVXI4ckGcW41#D(Nk
zG!g^G)uGh|!nOb_krY<Vuj-Z!8(Lr&(DmVnq93xkO+x$WYznh0SIBSXGjV7Z+09ro
z7EdxN+RWim;Z_~)p|wsf5L>5@pI)&($w?L+b@}w_`K#wgrzFHqPA|`|`TX0@-|!K5
zuTaRIU2zINK7^8iY%A_zc<k;TKq%Wie|&j(a>S<{fFFPQc>i#hKpH9zMj2noJ6Lnu
zJ9*k(_QX%$J-ax*fM9lfaB+1B*6IA}3h@TI{O|;l`3e5mW_FWXiy^}s0XF0!IU|%3
zqcn@nhAyR+$YeFEmy~9!1z0PUJs42<JSfs|G=koMeTu$<yks^TA*csKzC;RfltxO~
zt>!{;3$=%V=<#^>aPN)}3tL6}obCPn{iBmD4q`Fy@p!hkw=OO&PR}3j9USKKIf$)=
zVkVzQ;-17)={!0ty}7%0Tqy2cUS93&?QZStGNC&<K2D_54B(E>&z`?}b$WVse0XTu
zu#kDm=ZmN~@?F$=10r?WOu=A~C_4Z#q!B=|cp}A7@CJfw>v|du=~r-p<M;X4RZS&g
zbBjx62gO$|v=jChcZZ}P<bRm|Y}c+C^mIIvh==R$_4$|{TCJvBL4>bz`C=}Y^?`$P
zyAO{}c6RrRJ39!iv-8vQ^Ajo<j!*aVh5XCcpB$f^Up{^Q$!DKGdG=y&|1g`&@l(>d
zd^(d2g(9r%g5tM3-OM$arP3ZGm>wDpKr<FA=NB;j#F&*|GvJ|%swJ*2m=^*w>jfGn
zk%>^&3}a?Z-vG>q!9Lawd%A#YfsyBLxKc2DVO%UI)G`^2Q}z%ihewz|PXJG2{gBVZ
z_QZ)|EGZSBS5^r59l<<Qp~|Gwa;kk0LcmE#g0a0w_LBV<k_L>S#b|qBnj%*&sir2!
zrnvTzOOfTikUy46g(5s>f)1BsMGG2t608|FhAbaC3M^_>O;vk`$R7e9!Bk{cjw`Fx
zfzF#=P|l*eCMPFwz@UDi&;$Xm4Xb?Uh8pn~eOkJ?^EXG}FXjlm`|i7_uXo>m`#W#F
z1(Jdk7M4^?D>MQzZDa~bc>bG#;Ps_;-wZO0?ENB)>7mAEg4yg#mNC98y>t7)-8=X1
z-Dd3$bU|--CrKokbW}Du#x?Hx%97cj*;rSb&AQc9>R+a(<RelUP#`+=SZD&I-$C9C
zrN<IHse4LtyZgH!Xbq2XiWwjYb{$QpY*#WgG|<`E&S`>-5&0tYl~~7Oup%8tj9oV`
z!`Ws(a~ufv#N^nRWQ6rY*^Eq_jzGT-u}DR-TGZr`TEPWk!b8I#3Ix~4=_Xx6@i&{6
z2CEGd$sdhHfW3=&biR<u<<L2d2&o>XdJ?xv_*Z+oC?5)ssCNM%KuBzRe<zhqZ|&}6
z3b~WZ^NVLsPM<v4IXui2aL@K|&%loHO?cbc-$RvQTj937{@JI(NxQt<XU~n{=LKfk
zwYPS0hHb*99i1FqJ$byl57w-R@H;*|-90=yy+jRO?j4<ESun_na^!eANj_~elg5+b
zMyB)mNIZu6Vs1ykNpIAfth5d3!OS9}><*j7W+6BiPecMCA5xS4M0^Y;Xn~;kEB8AX
z3gSE2Z8o>Vjz&7ae3C2dY;W(Lo}NB=`h+Q2ac4hMD4t!M7Yl_{BDuA-6_3XVFkN0e
zLlhSC4CD5x7mP;3yZZ+O$TN9_<<mqm?{)h#sm=4#lk>B)G`BdNjzwd~CuiT>wNyHl
z&!&^f<nHbsKhERzGk=_8?%CHXSX)XmW9x|oLB2!WsNLOt?rkcQLvbY;{6!*mn>B<x
z=JOcz>$&0%KQ$vBtsQ29$0sKis|^T$c56FV+>Rwkc7+q^EQpg(Bpw&uRPmI&`^6>J
zTqcu662@bwJhnM@$!ryN4tPSOxP9pypPERbdUIjKYa~u8J`jjoEU@AMYFX6FTDm3)
z@bh%X%R+!5z8LL|OD3SRYIHihCIV=<SWJYO8zPK)`vwtXsHxfcg%Rq91_!5+WeUYG
z*BlbACgx!BvP6Js42FymUf*Cp!^Q=riZ6ylf4#Z6K%)<;PAZi{2PV2XC7)Dl7D-N0
zF+iwqVUbTD*EcH4B4_1f=J_?@myXrrCAC7Wnp3Mm!C=1eZxaN%v|8ng2JY9KMza))
zhivqN!C<kN$%diyFxmPTf3ix^*DDGzTHr7@kv3#?_d2U7C&cLTgXD#(>!w7ER3ybo
zKq^>qCEP{k0Tdg~*v)M5FXo(cb4PEEz|9f(pGSZ~jvu`9&O2|v{q|pf>)r3Z!~P??
zZvdk}SMeq`;Oc64WredUnHXtqs-I^Dp_rCV4L3AaLkxKMp!7k>-O}5@3hv##^D$pr
zUsqXI4S%Vszps0Ibc}k*WtHL@<v6phTQZwhEvA*_B{>)0({hMI*lW-L5M!)8BESGO
z4SdsZ)IZcSIR)&M9KQgZ6GdYR37mo42qhz&M7ZL{7K3>~%$r^$K6zY1jAd+!t9*<E
zIVl;$n2eaZKnP3>%j6P-9LsI|lR`O1)O>b+iYsxH*rJkC;-W@JEs=n!!iQ&0XTWVS
z=pEQAq7MjmyB|J))9s4Hqp?(szMcdp;moGpX=lnwzR2dV(6d9^4l0N(%l(t%!tPFP
zTZp1aJiM7rp^;*o&a=#*&`bIJ_7;X%VSDT7?CkNg=SOGfV91Y7*|of+j1RGg8@5Lb
z?eGANx4pZI*kg9Nf5;jps^<Vk0cDrFhlfZ8jH9eD?y~V@oCzkL5|&+IdmG&$ROJRW
zkrv9ESl(n*gkNDWtSglZZnq;44AAG8qCYc}NM}-fAwVjx-<!?naizkn;iXb$Bf@RX
z>7Y+AO%BTCbfLh`&(B%ti^Wpg+`yw_uiNEuxw4r|I21{xGO=h1A()8AcXxKhLCR!V
ze*gy>OJwYJk9>L#kkguW)wH3{Ws-PV833cP2pTM#D?WbmoJ9KZ@j;=O2kH)oAy-7-
z#yR+`6x!@Ihr=0*MU6(|Hi9Y=gQCmh0R)8g!CWyP4hIQ+74x}dJZjJz9C&s9P%OS_
zF`Hq-VP#%77U^^bb2_(;;)=ynHU|$YD~VA)+3s)~H;i_iK|5O#lv8eyBQ#Q2ZpJxu
zYgVC0*cf!P{D7n~TYZdhak6I6RrAV~W$gkNCo=L;is{*fNrAMT!pXwRV!Fpja8f4y
zrm_%H79d>UVk{uAoQS!{yiW=$UOofM9Wx9Z8So3}WW=#Z(GT_yPfSb;Be<)(w||fk
zVM`ktOaga{&k^;I*P(QD+LRm~EFY6Yb?EKy@&p|=Cj?`Id=@6^6uds3{AA<j=H!%w
z(jr6^g+}PBS+*E>BSuIWkYaI`W{O1At7UGl7V3+YPded8u*il5Ocmtp#H0+vYIuxA
zi7pfunRzk^^0_IK#fZuh<p_Q%B%Ca28u1e?W^^RS0j*YBUrST=jm`BxUxIJmyEy_k
zN8m5}2>jp&KX~_@ci#K%JAlHz|K58){<|ODyZupPJq0dc0GK5_1Vho?)d|PDyQ_Vm
zpT0c$@7fv~>Z;&i0{MIZ^Qn~e$(GjoN00bxNn2YJaec0Fu`Jl@SF5>>R@19uFle-^
zizcIHeO;l|am78eFvodmn1qW`H8nRcmCs;mjmucfl0jP{?K0RuNVY{xCrOTxFP@p3
z0v=9coc3N^0t#w|MhC|wyfY*v5~gI_q<~yO1Pkip^sIDpdIC#8J|~k-Q}aTB-T3SR
z!%EihXBkKG`H;8CwZME(E)yYRjZCFbDHhdqH8Zb7nJuVbU#x&vB@v}zzn>Vq*+yW;
zLB*hcL%*;%$Hx7tZiNzU!b=V}N+9721zkQo9v|RVsuBqxnXJ||qtPD;2g6Z>O)wIU
zr{nQ-iue=?3hq;4GtH7+GQ%d^4qA)RUU7RXnWjCNcSz@BX>G+*kTr7`k1v^EW(#Dt
z)7O2A*fyJ#{xCM(!sgjU6Y(8(vV`}GSt4CbA$<XVED;ZdgUl#Nv%{_@$rX#mvGveh
z3|=>pg@qi^tYCy&#-c%n^ir7MlX-(Kqfj`MNN)n9vRZ6@pD#f)iwt@u7mFpL)N=*`
z8;m%OuxYJ)z1!v1uC9ty{f1e;ZgM%jW{Vl^6iu+!=UiG+UpzkE-OXdK9UksGoUV90
zSu7Tr{~a8ika8<-?ZxOV%;xqEjtHeklZ*j(4`GB{UKF;r83}Xi>~?l5LIl@Ik@<Y2
z+@qdAn5?+V<*^`^43s7jm3I@gpPg0mL|I%|u-aS}yT|H4V)@qe7K*l+)~)LdMDdrF
zSC|PRTaZyGE}ckWk&F{<OxQ{Q@DW$DbILiObW2*9RNm3nN^!spZPF?=fPelK#f1aK
zP9Pz6ELpA&`Ui&)RIH%zA2BLcVY_>}v2fW!r5>7RFYn8yxDZ&JpI-neM!gQJ2e7#q
zvr;2KMr#^1GbLvgkn#c+|CkRFQ19;_Y;JBF#21FQH9P{nOC-CfHW(ek-NMo0J1{Kd
z7X)I7&1npTT<dxbU8~`+Q?oL+q-L3dtD*Uol|`&AwVJg^2^U9eK#xsp!UuLZbz0p5
zn6R0do=$G?I4uXF$&_q-Yl|3sc6DIE&CSoXw6`iXis=~%L_4UiCYupB9@i<zdxy)#
zb0?aJ+gxsRYHe*JkPoEhU-nDv&Aq=l0yjtC<_P?+j=+0wz4zCD_1E8i`)%fuKm7iC
zAOG}&no2VHRSXMSfGJQse9gv(+|Ebpfn`<zW~ce3yr#N>A{SuP(C^`+*Va|S%!Cdq
zzM!g-#6H|GE~^)nZ09Zbd=&gGx?HB~WiqYXWwcqTB%A?I1gBA{nqFR+*J$b6g?z=S
zL^>sBRf__h!D%^tbG)(BH!2fqN-{ViF7rw6kB%{^B<La$O+bsYbBb9g^jKbaVqydd
zT0x^+V7G66iud_6)EDJJO0@#Q7%my7P=%TV&Abwx{SrX?Ma`-PBZBgoIkxN<W&m`n
zmQ>*GwQHh0ks>@|IcPJ5a$bdOqk|E%U`ffRts4x8D{sJWr7F?w+%O{tOj?G3hBd_4
zhS}tBd#;T&TCQC*BeN>t^wN3h!gTS6!?arCm<6Lzm)GwLk{*hLqXf*8!3Z_V1k@v>
zy9wSS-oo*SD7lVC0^uN|H=;O!P>{S<VXJ@<huq3!H*vQZ$zee;K_d_zibh%JTU%Sh
zMM7T?FE^Q~J9jx9E{F=)O8jeKdxsy*3Z4kt`@E~G%O0QC7XZ@E8&*<+AC*pLyxxGx
zY-2kQnF8#ci2tfaw+N?=W3;U1KbJ2g;0abI_XD48XLolqlR-=-lkqs?+9VP$6X8}S
zHaS-#c${b_iw(EY;|s--X|FHn3B+8!7zNNCZ`A1uV1S_s8G2r)<^79`Y-LVs)Jy9W
z&n(dmu16`&%_{Jl;AO0=>M)SHI=exht*orhE0hRyqULbrhy!+ZwlgGylR<|T<3HrY
zf?|=qPHHI0=YuC@cM>!i>31+Fm{E-OW@i_GGl(j}VSHNZD0v3Thla@>%7+L0Xy(My
z8R8Q}M-giz1AIexY^|*=C@y{zpt0bD@l_1XdER2-@+VBw$q6Yp82N=HCMCs>>|+~o
zT*3k)(XVkR4pTCA2Vr+GX@|*%kZW%j5C*;#Z>TcpTU={kWKB<v<4$wwq17#WJT{xn
z05lJQM*5!Q0I@HnavJpoKmz=##kvuU(30+Fu;_A&Wltbs6JwLSi8Pi-%s1%uKqF?F
zo9e*$aTfr@31K)f!n2(>E^`7AUohtPg*=o&&=(K*LbJMxpk38!DXD_XdSi3_uU>6$
z{_W-n+#G?MBk=z_0^k4s_i@9%{nu|Xm;BKWe|YP|pVD+wRq+U|Ra;wuzG^{y)s$B~
zDygn2udRWAUJfjg8RfNAMT)EzYz4(H6jGzgaL+()Hi?pM*gidU!J(jFjT`h@gJG3O
ziQj86>D5lF&SqIP7?wAT%X<BiRtqa~oFIx?14*0N1sD3`>Lt|9{LH)zVmuW;EYOcn
zlExn)sw|O?LSv9lk7Ice@ikcu6lY6FfypN1#JyAtv^OHj5M3ZFX69L&7jRdct9j*|
zP+uyP7z_O}Nc9BxX}%-Fk8-;<%_PM5(Or<Z5Em3asx?a#sE{jT+&MHlFu%z8dyZra
zZwN3N0@k^2*hVm+NY4;?(}2U&X!Tl{`6#hf3bOU<>}RfR7+7~>+zCSiJOW^FyUSs=
zT9?5!=(KcU8%zxUjC{8ZlgVPYS?pH0Ox}Rk<#i$L&~+{VRbDTjOkwke(P*;^F~vJX
z&}q6Bec4X<8+KF{t`{69Bj0dM%NrWZ>2&E0Mu(e;q|XJK0YlGfWz1?YTkKAk$&5%|
zUlU#4T9ukUnkDTTxj4s$(Tx6KR7VnspRr-w;Qk>lO&ewojR`RBhG9{mpu&&afN98&
zVw`8>4w$VNXw3B>nyJ+PZ+rLI9O-#p30NOi5-BDPNl`ROQ5=Se7z}b~0Np?%r$$C2
zbU-&cA%_7lGvtt*p(rX@vb`m{YHPP#`)9UlYk$>VPmlMDU0Y?#vV!%Xz#&41x9@J?
zJvisw=hP^W53WALDHRH6#fChtBiB4SQN3NQ6MxV11$SCa4siyq7Yg9;!SeE2X}3mh
zV<pdRZ-XGjaDlScLO7n%=`?l-k_qWylha)xFt$g>5T;7`r1Yv;-<VTJ7~WhA!{bw4
zbXOGgDjY+i1?c6AaM$Ey2uu;9CNKeZl3FX#OrUPq0SQ(0t37=K?DOD~&0p;e@Y4L^
z+L-t{r90E2ImEe#6~3{tQDOT~lj~9s)f<&$ViXHDOR0Dh6O+8~qod<)+yv6;@u8s+
z0{nV25M*{%qxh_LYRs5)5p5ANko^QPK&nqwAIS_aKvlwn@`(94*&uTvD{pZYM#^Sa
ztx=quosicH`B3lm81r}e;HN)%N)J3cJ5^O#DDDUZTQ=5}H9^Tk1B1QYy_zcgqzmuO
zZY<h^mcOS-X>-eAuAs<{PWEikhOCcj`M>?+e}DG%GfF+CZgpduL~7eIBCdb&+cbV5
zP9RPoPT=1>fotBZNxtyHYcIe2!ymkP{l`DLbMxblwtM}3U4Aonb+&YNw)(Ygc|4hf
zuX?%nVX#D^CmrJMLx^iK)h8H#V4#;Z7lS6wN5YSUb_rm-Sk5NGsGL4DMQ*EvTVL2e
zsC@Iy=Z_ybt5*&VBsy|ut!FnExASYFp>`{|({nh+idbQ{N*~-pRUxuqGw)0{fY~+^
z3sa0-th%i+?7{MOfj$_@?#PJw(zfnwwAEI@N~Ei7m#aI0_$uZ@bW|bmW}uYdEEY1*
zYthcvrnA$s^+_aHzL?vRekP=}fpIBg$=ur9;(T+V--UzQA7x@Sz>Vx5qGa#@o25!=
zE58Zgl`9pW3KDPL#g+;f%K~oG-RWw92A$g0vg<2sLztaSK}=*;cDrqX<Ty9kq4)^F
zN})$4A5ynUySqUlwOgj74<}J?IIR=KO3+WE4gtb`HNdVa;A$V_)1X%_6{IfYx3?;U
zz?~8<NURjCO_~H4w6}k-l`Hr})RfFm0$jB!k921)vuHF$_iYbR9{O(GbHH1^8i<_m
zfHsV2b=_pkrLwfusmW<@L}EICBzr8k&E1q`l=2*4x`@7(BBUj3Z04t@%+F$-K!dDI
z`nC0~`9<*vTfFG_O|LE_50AS38K5R3PE|bp$_h0M4pI;V`%F%Zj*X{jc^v7;D&z8j
z<vR#um8iF|;qrnSfG^>nP?!V<W!fvc3T0odEPMINzz1Czrto;BQi+XfYC0p9UuFu)
z&lMpm&qSyj92r(EK0c0doue3HpP1LDCTHd|%OhzZO?Jv`UtglFt&`j)UsN;%s%m6J
z+o?JvHzm%6GM?qKV!4+&Pg`^gD_Gi$dYy5t1^{8f6S`Ay``#eUP@x!7h(lOcqfus(
zG+?RlJY^v%SKxeU+utesdlfMu)+<;A|MoY(`t9HUgWQq}lJM!VZA+y{p;<v!t0?(F
zKd?#d2tw>bq&(=U*U1m1Zw(EKl=0K#&z!Yv#-ArUWsTUUyOk2k>*C?L*OgZt!uFeA
z|N7}qe_E_oxw-z$zgglH;soLZ;soLZ{uL8=<Bb<zed(p|edjx1*gJ2%b?cLl@3-91
zKiJ>biS?o_ifmOd!wkkJ-`m~68)orbu9tY#DK)v{$xtq{IFlZetmv=%344fg%k_yM
z4qV+Am2soakY*O%Wo;hrS3dhpUem?#apnAc@9Y#GQ~(wLuu3g>P70Kida=GoE!wHp
zOSQ(X`bAKxSkknT&6l7S7O#MpsEyD|<Dj9UQKt_Kwp*_-P5UB?7vI;)I*rnKe}yxj
zW10_NGAQ26X4&%k>Na$g6DJ-_V&GO~51~`v4GdU_mvjsAk)9WDuQQwFHn{!KYXIBQ
z>Y}|f%p2H7-vm>juUs*&)Y#HnfGmZa!>H}=d6#Kl-*0GdacWjWys}PmZPqzMXq#Es
z403Ttq$r<;c#SRln*}}}5Y7kL4Y8^sHgi%1Lar$@Qyyjmk*ui&3$=>mRcoKC%en2%
zK<=noUKSoTE2&;8l$(<`g;UDn@8Bh1k$W7Ivb2P{(TzAWGv{Qjq=tulbQG!{g^8qu
zNGl&p4UY~FGnb2IwYe%pb97j@_@v-@DNaLu0~6_S1=f%fo@#U?4O2<A(%YO0XM5-S
zloIgdU^11oWZ`;qld}sGQ?q)%N789ZpNd9&lGhcKK=YfQpOq%1OK5h66gaO=LHxe(
z1TBFcou?8EWQ7u;AlQF%bJHX3?Hy31$venIm`EhX$7Fj>c?vv(98;3<Au|Scp$=%V
zKxN5BaRlB%hUq-nozW4Uh0k>WfkF$U*{V1c@XjYA>9Ij`7-!I$7NF%t>`xIg;*Pxc
zodW4nT@HjJw99iuvkpbxD`NE)07bbd-egJ)C}x@*^At5px~oET`O&J?GU991vxb1$
z)C@4QkzL-f-Mcbht(54}r>FAJb}*NJ|J&bu`Q(vy0A%IW<>kSi=-O=nRri!)(a{lI
zPKow*rRkwo%yOcZ^7N=$G2-f!W-(m}2rhqOsJtxgO5-Rz{aPT&!+dcI=wfm74t--o
z8PcS~#dXDh#c$1ckvM@kfjEKR+XTM<{qMi<!V52c_q*3#ef5WLz4h_+4-_bKfpOY9
z#aNT<?riVtQJy;_xkASfNH(Y!ayTK@UYF2FdPs=9)33^J>H0G>(AT&yG37*XR|sXD
zVDFz0sJ^_Mv2}HLz)Mp4;`4_m$8`m}!kivGJpb&|3%0S7)B5o-h6bS`UXpbO<PcS~
zwF9U~gWu)g;-zU?vvyHKl8-pbD$NZ?@X3DT4v#(NDzHzMASsPGy(*9lWD}5&CH<xr
znO)z+?yS<fGzBXrCLosURcBR^W6L-(@$#V5W_G8dahs$>SK8VXQ(4<tUSH<2o|>7!
zr!k~u7HxWxJE1tMqpMpOIfk*lYK7}<Z!cf6gaEyvh*sR}Di1Zt1}bd{gDT?Cs*PQ2
zm<m6VXt1ko>X8A%U^5Jpz)WWB8D)q*fKViC*r9WlckY(3giDi1AQCDBqh+(sxExH7
zl@^$=ys(%F3Hc_@@RU*e<Sf6;U*y>w80_P=ZgxbH=O(o}4yV(@!=n~nlLKfH{%Zlf
zD*HOxTkm$Yw{~~5TgC8MAe1I1JK8$>y1Qlarjmo&vO8K^ur9b3GF*FGTcTgOFHtVR
z&n@44aA3e)(D1mkv^EVl?cS0_u~iD(MWcHY*9(a?LEA9IBDw*!MK=`5n<2)rIpw$D
z2jK>uL8G(gr`LUGU??n(gss6j*FtBh&e<wRbk737<~$y{x@Ukq(~$h1PLH}GBt|_%
z2tivEOfGt?5haljX>=i{6l$7PdphWn8YAX43&52`#DxU}FMjO&>XI}$J~pb7$pc|r
z-?hO}uS@-ciD724po<L-B~gnEW8hXUzg{YDdpJ@csMh`>@D7X@^4Ugx=jgC@a&jmn
zRvCd*jjM}`1Ei&&0U&#42UsUoBH++k-15^hT*jyQ=Z6v=MT!G6nbPeQyll<1mSy!%
zjs1!e?a=3i4h;gjzg9w%licH{UtN6p^nusd!ire?iU*9H{Js4ii8mA{5GN2P5GU}v
zPT-aAeCLI4zwq*l-+SZLS3mgCd#x>@!-xs&ert=+>(t0#Vz94&ps%O53%+s^0Jp}*
zhh^!*Bt*KEwFMrPv9Y97vFH5Q)btpSF_V}AI0~j#UyD~xqfNc5B(|~MphXt<8kLI+
zfdCJ``pM@%`{wE6N9T=3)z_(T5+rDd%IT!7TCry^3k}x-&TD`c(a?%kotV~WzSs8g
zS35hELWwzR7fzEQHeV{CBUq|eOO@cmFYFdrxjDO@(@hAaQgwHCzmYHR_=+AznkGJ~
zzQ126mEU>$-5Z~L;xat;`=<xnJ6lVuY-tO)C@wWJXcMsU94&)Ju4U(Qd3{O32Dqj5
zcy(h1hvp23d~)Lf*EMT{AOulePL4(E|Mlt`KibxMVAz^WRj4*x0lMT9%!%S;3K}0z
z2Y!a6#RLS3EI<Woh%ARHql0~#90uk%JM$|wd%Gum!u~V?$Bfa=<^!%u%EHBC4ULbb
znXWNZuA*%UchuM2*K+Ib{ktu_-Ce`Uf%f~Y!$ZE<HrTHqv{e>wuRiWU%5*z%T5G7w
zXhj%JhZ2L-kXJ-E!pbLBY7+?;?@9Fch8U<skHYR?JfECM^!EW{OhjG{yzio=93e=9
zo`PX|n^#Pw9NXyP;)2`*UMxElv{10>IXx%{4mTBy@Qd@4<0Jko06Rc55KiMZ%xB#Z
zX9aI*O|&@(mEwN@*XL>=bu*vO1APIsO^mIsEC&v5a@<Hw7R6?=uHt!AhUq(A%2@>5
z>I!t@s9|JQc}lV12n!B}N(XAzG;*Mqr~klPD8AfWU0K|0HaGy}&6+1>^$iU^>uZaQ
zkzywR$cK-wBm@85-~8&gYOsFuOWrM8rSgTr<;?7Ca$s<HC}p=8z5=@~NT!AcG0&v`
zkj^?Yn;sq^oO($ZB4FtrLB9tN&Skr~<-?PM+TN~G(Zl1Tos!5_x%i+zx8&k4{`$#3
z{KL<pkL!2+?HI2YClDtPC-8@uz_-8s?U!DB@!D&zz4y+$T>7o|?hGV)rGzo+qfq)2
zJ#d#uMiKY)M@#clvl9zaROcqJWCA7TGLw29y=!=sax^o;%F|@SW=3T~Vij~35(mjX
z&YMn4PJ-%Aw%Db13P(r#I4)^L%ggf`q~%#z<=-jg${h7M8*S?rEl)2Fj~_6)S8Myy
zN7=Ceuu7$Yr`pC!@pmDe&|le2*%v@gu3RnD_sa)TGR_XFqQHX1tH3pbJAt6`<s!up
zZ&ur@Rcf4PIv3a8dh-Vg&EI(SwRe8_wu%+C(UeE~mEPIOWMwox{A<_}%m!rWyWmrG
ze-|lLD1~DXT*hoh4ujM9fKYJcOX}xpHmeMqpC4Po;zb)|A*=1z>IZe(1gINHo`Juz
z47v(rHTUT<PQ25=6e5vB`#EMvI+c#t^Hb$H$pOViH9nzw&#8OdGX-N{e$wd?EKPbi
zX=#F#=JLKiG}uoR)DYF*)2j<c{ZwyP4`khOzb!R5IFcId!D`+52m-@=YUCFF<^?b~
zC|Yx%zqcDS8^r}_;2!8p^mpIA{ZV(vy>1m(U7daX{lqYCK>LC4m`G7k?jh==yE~9o
zlU(RY0Bj_cYA!J1y(UEOqR8ldlBV1`%NA%fGLpjbVU_@09f^l0$Bujk%wNoSku1#5
zfSh1Y@P|o%7#m|OhgDd~dwcs8RZHYztr`(7H#*E527p<dgkDoaDSX#ZqJNgPYif%9
z%-8WtTwazaX`mp}+S;nuWuwtpURt6y@`Ewy(+wr+%eH;==+Uudg5!Nzri#&d^i~!#
z+7iPb5&I3LPN%09HvM~0uks^q@#t-AEQc5HPVroF$N9NhD3N8=N>x`UF*`k+PW1Lk
zI1LUh2Fuh?7{bH^?1!L(VNH27om^a);k^&kpI*;}OfIh=lId%5X<-)OhUb*Tdtuq}
zkq(0^iaemmV>Z7Se)j$lzc1o_#0kU+#0kU+{Qf5JgKvH7?7j1sWWl#RSaz4qESp`n
zjV{}^ZJS-TZQJOwZQJ(Ld++nUGk?LX`C&40t&EI3dDqIw8~2`bVxPT-zLB>sq|Oo#
z=Du%6uD3fJJBHr1Clj9g7_NoNzHTMx=!r(5mLfMJ`Fve`3}oe=A25NAI?)xV)XR?#
z;N!C|5~69VjntkGwOYZ=KP)=1sxeY95a6pm7Bi<PEGPJO8%Ku+(i-Y(8ww0dwJK7c
zo~Y9ajQ@DQ4Glo1D0Fz+Is3S4g;vGj1e5J0B>W`8Zw%l%-Y(8A@*?qac-c8Pxte#C
ztHYBhu5&K5xw~6m9t=7tvK2b#U;qdEPchA^IzFeNww<?68Md9ymutFRuYoDu_jnp|
zfNqND^`+ai8K}tI1*#j$Nh{ipL}#4DVhaJ8gW)9$7e#!55FZOgAjVcSbOw1nGr9`k
ziKhc)*iZKMo2&T<NbSSkX~Xp}n->%aTcZ@$1R_4Ul_*2DaY?@MJ6nM|LF65D+xZ5V
zNr5o%(X+e}(L)p;3k|2&KMLijZ}x70EZN7WhX4YUef>+hfUv*3094s`?@yv}Mx)Oz
z9&6f`c_D9YYg&m(Z@j90Q3%LD%rr@|;km&50$|r)U~o(8i!^AL=jW}i&nUrpsf>1U
z2PY61N52b2(qM?o{E-UL!8x-`j$MFwHaE}2Dg8dXyy0;}P22;yDFb7U5%d35S4qpr
zPEOJGPyT>SXC}6G^U~*<CarG_?Q(M@Q|Ue2D?^fV9)B632T*V@0P2BFht9iOTVecm
z!*1l=ri(w?`~XHTVrU+zzvurJ%0W2${5CHukgPUkf`DH`>S%gZ!xvsH(}il&v@~Pf
za!>vi86l$)q@;RtH1r1VpL>`*T)x;@`uEUaI!)ri{WaP^FAI+otwEYIZLaUvq%R_k
z=Z(4I7&K~BDiEY(yWPIHxC-3r;@n)4@QG3&L_9i(+q3!5h`IOp$ihh<U#qt9M9&}d
z+vo;1;qD_-Rrkg6@Ig(u5)X0~QAK|I(IXMn*S7~`pLXcK&+d<S@|$|&(Q6-7zm;bl
zw_E2!QTiUQ%l8@|w@+_yk*w1AjutSGI1EK%At>m4bo04#ETQK=5ucccLqp7=QT1+3
zot)HJKKkb92J!TaJeFcP#-6!V`_-C2_?ZSPDGUg*Dd<D2f`B8=Ulm(3_1@LqI0!0;
zVmdSo?aXl+VvF+)T@8={zu;x*;o)P7Bu)xdzDpv~H(Fm0<+|NIhW5pB_;|UwP|@Wp
z6Xob+f6$M2_qyME$f|muajj`7f8xPM#~!s`Q);@N#xiPj-*+==dLG}JTB^IAhAnI0
zem#bti0R+P-Y)X%+Gx?X8mWG0BC)7$Xz1t)cgv&s(@E5(wioM_m(RiYeYSF_*LNRA
zS|s^VL{NoCR}RCGm9biJU0s<q3-sAv#8Pi$vc&)ZV?2moSW){84R!&p3Al<$jbH{>
zOvA<I@URdiGx#SLJf!keL6W~nipfMFkv9zs$|#d7cTsDD9dO0%JnR|FkI%_bo40Jw
zPcMI%f+QcDql-e7NS~ja;Na_C^JYcsOb154CN>WGKNbensIo2yaIkO*Mmmd(VwtJY
z);7pW061x|^LSkAT!cJC<-TZj&rc73>NfEnXFt~}hpJ8;bu}jbta9^T(Tq2Ldh;08
zlhFW4Plo~G1KJhK)rxQ>i(f}}L@|=bdv8TJns$yO@WVi*;Ykp^S$UTl&e{3d$uW0}
zv33FVNx-8BzoSmn2NId6<^(_(Xk^j{ZK|wu3D8&!@Qw%a2UJ{~jiJFT7hF_Rj#^$I
zmX}G)&|ts`tJtdp1K(a>>sp(p@wF2N+AXfm?&?06P76;MJ34@#KQ7>WFyJ95g=*qv
zLh}+=|9E^3>4P}UU0r4Cz31fMsHo>)2cXs28yXHsNx`yHdy$bY1Q^{sVMMl{Qa^42
zh^wpZzC1A|{X6bMxT6yG2wtBJJKz5&-28rl?tGY&QXxBRRUq&A9vkQL`g|nlxt}5@
z@R@P>#)k{pw6h@Pf@w*C{-K6vV&q}v;ISaLb*BAGUyb3y%1>tbc&8C7`wU`TBy#L!
zOWnhYi)&2jy!(8$X>Ds8i1gCBS&YW9L`<%bubCHjoMRwMF6I5Yi1LfZA7*_XRdKF;
zu5gG7awK~As~T-+V1IaYwQrwXbx$Pc^I<$v%(RoS1fwLD*Y{y@I-AGMt-HS3Kn~f*
zpFNDiu`V+72Nvl4vj4pOc@s#W?fadDu=QR6)VtN%+=LduBnV{XbAGY6F-MdLKE8;6
zZHEd5E*VaSvU&z;>avki2?s)frrh6qcP5CEaO*1ZvRylJEG<bWV&Si5i9gl6wl~8v
z;Cv0S+8Xe)@?wEdBUhuc(+P>0A|ko?b@~h!M4!mxRh)h|5{@RA6PU8IGEPwyj{}^f
zqI+4v#JU2qBamLm;<P`z0RFzKy?&{POho#HDb~EgVVJC<R4co*?J;n&a>bBu9ifWQ
zdX&G}SXg+uc^J8QIfaekA2Q6S@*o&c#6CB0JrxuROS+cp7(21o=J5;BglW(Y_Vt+V
z;o%69Q*q@K>GSf0`Ti~A)S`eLsfmSfajh{L{b8RGK>^dKw7y9U7gg681{lA+L%QdK
zpl78Wis#@i!}Bn4@wK#fg9K^7H!Ve^HNryoYDSZc7(^wj`n{>QvWWFmA5b^#?aF(%
zsQ7%m?$>ntco2=|DR6eMFK&=D%T$>NjfrV*%RZj${JDd8CKO;$LnF0G8gEuDA?f)+
z@x#HdAwy~A*DD{R1JTmtM29>*d4>zK*=7eNXII0YI5{muoYVs$YUmd!Odd9~v4Xjx
z{!YVkF6v0qjs(>ahff$TpZHh7!{E?{8<~O;-b2<|?ZhLvgJknL@|_*|{GXt)gv+0;
z=dnuFO2+4SC`I>cE5lan{h$DW^ST9UQLGLQfh$i6`y?YhYvKN%U%_Su2xxL8Y_)EB
zU^g9pw$J@|O}5u7RE)>dB!)t`$!`><r|Xuchv#Rzj|L;h6!q$dk!}>H`6H4AK?*?!
z8=rP6>b=~t2wyiR{_V2GLk;eP#~+dvItq#6AWTN|Po7)Urp^7ofnu=)UT+6^2ag5w
zpcIzhYPm~OHr6fOs`g5#1EI0_nSAV(%8r4co9T2NoL7xouP<-0+wUg>&pA9DoIja+
zAvN>S>U<^TWLnJ#g-(!%F}6Ha4pWvn?1C;SJE`6_i^3w7tRzbg6V|2kVx!RrGF6oN
z`c+8w*A%3f0o<8@GGTFh_qtV3CAtB?v)6k3jj(e-Gg)ylA{Wg@YlYq<xe)C{t#=zk
zN_PwNg<P%}SzD*LYH6MbgSiQWutl4v*d;2yRpV$292|_0T-*SOjXyuD_N^Wfpw?)7
zmqcy}Ck<OJo+)iN-p;IQc9+nEVkIJYtRYHAh}8UFS~m7^QUZ25zAPO4)6}GlfWaJs
zS#Cg8Gg8PQo&!Z!?A1jRaQ@%>O6U5_(3_}5G;wnZ77~8^2GYrZ(jWHl`Z0Wj!su9p
zno6h(G^bcz?L+cLoC=el3~N|vXee!va_V8QHPG%&61#3){#B70n121p$opD)C!hOW
znZl#)=UYmSw+m&}1Ht$4_sdVxS~csUDV@0q+Y<dbMGJoR*#TcPbRMPPrbukyI@w77
z0nID>0LJ2!B)_&M)MHFIG`+z8$;p|iw20&;w!}_-D2vEXW-#b5ERe)7`mZ0l-{)zG
zDu(HZ@|zo-CJYJo6}6RafYFCfYu5~txrD2uqp9gS=RnStt-qU*J;?tw-wSB3hb@FF
zuMdGAW~%4w4f77yYn^fJuWBPI!XXe);)GHx5snmm9CTC&>`}#SzET~Xtj~vIzSob_
z5@Dgj!9l0?f`+Do2ATfUXsJ#}d4+!~7aPpTq0X8&ybV~oX^;GQvLqxBXNN^?0k{hW
zI$@u$Luq=U<Dm#fQ`FX-Zf=jO$2q*M?7>+tm9=t$v<~iNs2OnIvMw2#mcjYwHto+2
zq%R*W_Uh}F8=OEPN!?wab8J0sZ$tB;B?vKj9phpt$ckxAgQ{cUJRRKJoD~>j78xzB
z=TTZy8`SGVzkYcfzR6zZzNIoeo{ALJdD?;X9zG!qWkTc!MpmAF=QxO=3VDWQen^c6
z04D>60}`j2lrvL_4|s`0pcT~6Vryp`e}D}a%fiiod>PY9KIv!yE~|AlGJ_>Ms<P#2
zhrPiSsCjSk1L?iWfH(F8+|<z2;@t}QNS~b{H%`hBedk4cAX#E5DO?Z3hK7QBM-MN|
znGsV{5p#L25^&|+L39k$7FOl0g9|(>>na;t8Wd6iK3a(TGzqxL58Q9$8K#NPU^c@<
zWLX3%k3vEt;*Mb>)gQt7sVa3FTJ-zoUjR||Uq}Zgt}bTY9FBhaM@J=YmsUMCQXOa$
zDpdG*1erOoR2=1tuIEh-yftsNB+V-E4_`jo(%3O)4^cv2K-jj-R0uVL8Cu+44>uQk
z3XccVzPIDsACucUyzHt#b`B2h%j|#n26;#)g=Q}A^}PH-D@W0$^U=NR^Ri*dmxs2B
zKRnoJIb6mRsscwj6oS^5+DHBVEe`vKvE~G<HgQIFQS5f|g7l$|Q<tO2T0EvxQPaz6
z3v@IdAtzE;!Fh;W)BQot>G`blP2B$+`QH#tT{gF=>G5dtoYvLm>9NtZajOVDJjh^b
zw?FxtnUgmF-EX8&dlmji{_^W?)pT)fY73ZHCE41F6{V7AU;wng_tvCg>d5i8AdT4Y
z0!r+3B*O^kB$P4~K6z9`Cv2J_1t1PCN+1Lg@-&<Q*)+wk2D@JpOvDCuHi$kSdI{Uu
zJv9|&55OQwu~7v*wrvB$?}(W0Ma!+s+R>;vdQGr&_TGU&7dt(L5G(gogP%3tf%wP8
zZO!fBpzrlizOGYy8{@nDlA^;`i;sJgkC(63>~%+yxX|TfzF~Y{NY_+}OO=<TU#GC^
zx9dOBiip`AviX0FqhSZyiw?=w8PHlm{r&Z*!G7@R5>>|B&_DyjvE+m%9IkA?e+7lC
zqW#MIr61Y%Hc%>FYOWdQA}a&o9;Vw*^v0PDq2PcuMtFd}Cx}t<IuA5;^v>BeZp|jt
z%#@cM;?r)jhtf(W9#s$LR$1lOfpf==CX42H4*m<AEJb@wY1N7pakGW6-%@694I5*j
z-^;yZCT?+t+ie{zS%Q`;!Wc!luP8?re$f(bjzp5CqgxVE3q`)ZS*gqooh>JFJTx@a
z1(Lc$dDeU_I3^}WSfY}K%FLCdkUPQfieZ83V(IMBJFSI<6xOp_wze3!f|(-e`3YVY
z0e<?Yyd^e9_Wm`$7M`&qNVX5Rmoz>FE9z`{Yb(Mp$#r>g7TthTf$}5!SkR{nO}3oz
zeY=m)$@TSh-qd4J|KF!~pRT)QXH<B!_p5W$oz3aFtxqwh<V-{(7vr<Yuf#)SAQvZx
zN)*463MDFa`5>AC{jce}Wi9TL|8X<<E}`w*T3TA3866&j7TLhJrT=k@snNV)uOk;S
za&ZO2#OZKw+0M$b<)8-ZYmLd8OI`7dbnx^nUd(L~#u0yeJC;n;v&44k7o?|Utks6M
zt_rKjm_Wx9;Tbq-nLCJQ8x$Kv3X;l5%SFi+9y__)R<4X)7*lAZwZQ7}#Uq8G{+kLi
z3(yqw`<__nHxRYGTimB6B6EE}1G(rEs8S&_<Z0#fd^kvGy4XAW*gJy@pt2yMvdPxX
z=KR*->E`C(<2)wwxVsU@MRApL9^rU9Y4!2&!IWKkofPfTs$z$x9#)^8kQ;UEmt2L^
zidXE*q_3A?1(x$6L=fC@VW!84KZyS2EUVrs&JBA0nV{JVke>uotVOP(o2H|k@-yw{
z5-G|nNgeIu$c)0aV40kHBD{3AR0mb+s@so@fUZ|(k+y8CC5l27d`n@F5`%pF`-i5@
z*J%T&{l+jlBq8q-rQ+B7<46v#Q999A`N2`ShI;yVTTM}$g1u!;os{N=R!cG4NOf~p
z*H8n*s^Acfg@Xy6rWqY7O#4q2!g#JP`tSP_IzR&a$!s{TeIy4K%%60+f(sK~)mm8U
zKy<t?*7^cH<yl_ZaSVt!maUctqTA!TqQJ^RX)mRD8S*G1u#@9EOpyeg?D|o2i1-Ls
zL{>%)9z#V(t{hcko*stKauM=`e_cQ?CoAVTp1)KYsstsv*JX<gu<p-hOZt5Yw73_<
zs{{SuFTg|UP=hpsKP=G1FGexsW_7QEMdA>lbqc6?@Mmu2-j7-EwKMtuyY>3^Lz`V(
zU7i4BU7VVJkw9Ac?-Ha|`$KArJe~HpZx5!@!0Lm(65++o^N!Dgt^bP%wYI`@5Shn~
z=NlC6MATI=XEUAtp+d(eTbFB7IQY)dOpS*ZfScd^&BVD8m8&~OV~p7#CZs!e^Du!K
z9GOp&rpQWZulU0%4Z&L)RMne^+t7C06g5@FFW#03OUe{Ic6%znZ+AUw8Ver-UrA^1
zJM%V01)Wq1z>(?eTGSg+ZIR5q=l6&8prO+UbV0?YqBKX`#mb$0FbnMtPB1qm5fn_`
z+*Gq3m>tAh-6XLF$m(C(osWwP*b8CSAkV2TFZW7?avv~MIiit7*)<UiSd2ulwyxt!
zuDoH5q@i^_OJQ0;-`ON(+Jtqrq(P6DTS%!qFCChS?)2Ikkus8<#>B({Yl8-OOzcz7
z*Juh!=i@~}>IQvxt3uw_PTy^cuFu!vZ^ky=?+XmR9*-AsovvnLIAhMF)HM81a${wC
z(^bkDA14<dvIuH8U@EeS@XdeW6&h<?D<}fRW*K>sE0nDyh5a!lU`lOYV0>(pg;MST
zD-1Y^n^~L80-P0>;z4KZuZ>t->jej9W^T^T1vR$(sHvJJH3>IlyUjageFg3_)KUe_
z=*1=hSzWm<7E;u2S2m@kyzHD**H`#i**rdXtD~!o$VqQeJIG|$s|f@2*1{lRBEr99
z)TGQYdmD!<|A3M1fjKngr)mcu;&u|r21l{#RYZHM9<RR3z5K={Q25`oC+8bXFyVbe
z%Z}z3DNWdGFI{$!<7lFRED}Lps)>`DSF#*O@c|!${jC)!T<~7A&*{K^phcCIt&+U5
z8Vyd^p`^eHxPJV;)TcpSC(1*I15)3R0yt)`hLSk7r5md-?hKli#lW6~SfRH3Ef~nd
zg9{2z5+bc**kSWV*(TrfR6hv@NFz`<W?`VU&JMcj+ri);i&}HMoaQqq(3!;_$`KR|
z9_c=qUep3KN<>bO>Y(&sJ!a9$GW$j}9@#A}xM5#B2XH&~bN;MvVFIf<kKJ^Tvvt)j
znXR?stc0Gv_d)K&@k2>cCJdZ}wSSKq1+r)5%jdgP<Rg>a*-3XcSb-yI$}~rqcel27
zl^KHLK#|O1T3AH!<C}!9suIAtYOAzdN=AThG!#|&26vY#M8Jego05TT|1k~t2}@gQ
zyfLRKB^vtzi=P`R35ct@KP~|tlG*l0gm7yuQ#cB2RphC>3rnPb0L{S|GO0DZMnkV`
z_&_~0VyA@*lQYhwbVChetvj1UB<9M(O*)qJU2AyZ3@-z(Kx+2$NhiZX0UP`iU`Mdb
z>Gg$hU`w{iVs|Nuq_c0D+!WdKoJ6qd#M4VJG&Dt3wZxR1|7bKV;EqZLv4YH%00^SX
zkFz7+1^J;*(-a&~rT?~)A7~(zQHqXi9@g5y_nq_a1?vBRPWH%lKGwIk_L(uLOwbEq
zrAM<6_uA{p`g)nVtNPumA{T@P15v$?6?L#R5>X}ViqMfy6W+y~GclnW8#Ft;yxi?P
zR^ULlf2yBDA%9WfAFGuGsB5CQ<gt0NXJw|rq9p_S$=s-}FJ;c!w+-M`ZG@8gIGcNt
zkMKcAwgIg!=reaTD^pL6VlFBZ3+g_kiDG7eOpRXk)2c}+{Q?>nK*i+lQ><@xYp^1P
zB07{AseMfm8%Hy?l5hYLP)1)vIdJ)FBnQ=aFV4rq$rB*rI_5EIiQhCSkrX4iE@35Y
zI}OT_r>Yd+x^$#sL^i&Fc9zRD$WsR=P@xT9PbO@{GKVIhTlYF?-NDGO^wJrKn!nAw
zF2{DMlb0nH-;A^1PP-=vLs!ep#?@AABhefv_OoBOy~&zzu}|HQ0%HNQsqp63bJ^`J
zZM8DEa$|L(w}1m}KuInc#9r&CF<kX?vnOuj|3h%|qfq{9GCc58oKCCstRVXe9tBi|
zw78wi3zd$FB>^PXxL+10ey(D1$4h9ts)pYC_Tj#!`z!pygWst|rOV^N?)$~<`Xy+2
z3}`4s9940lbV2g5WEsxsbLTF>yt1xmq|x_jXAlC?i8c=%27VLN@?3yaccNF-jTw7S
zdN_SRu+i#s=+h$tf&G7wc=RS9L^MlF#cU208(OmUnNOS-*`}tH3~OV@<<Xqf@hBBX
z=f!>5*VNQ`u-l|Bf`|DcB0RBqNcI*ABCPA3xk~kkGSbe1fkG5DjVo?uRpD%y(}n!f
zrN2P7E@a1;**W>Ptd+)O#{#Ap9oDI%-o#l&1X-cn=8_W^X)1#HN+#78gSt<$d6NVL
zxc|0sa`F9=Dm=iLVRI&Za(;Gl9Sc%8D1>@{bto;RTUGssYp+uamZLb2-O`&DQUjU^
zMyUn~sIuS?+XI%Gl#(5jhg9FF^n2^hrt8ZlgtcV7*b8>6Ts;k*prL?Oyloi=4h}Xk
zE%jK?8C4@p&Q6HLbh4C5JdsLVeFy^El%I?`4Zm%KHE3A7YNDa1m6i><6bB(qTH!5V
zfA79>sYv_#*F3hg>N5Ll<g42U4z0_^!-F~gBtf&{@*kOr?!A16-!<}uo+>n2E2#xB
z0!FyvotKNy@OuCcRA$M*O`+f4-q=S8<L!L07T9%u#5%dKRFLz}!1N@rFU~8jq}-mD
z^B$j%RSdaoZUJ0mGxgi?MbZ76RHc(-S10a8%h!BK;abV?-X)Wm1WzqgYK00*XA)A#
z5iF(V`U^tf(!FM&s@Js--HB-}uiXEQx$Qx|y+D+*`QxDQC)Iv7-n{z%`0Ge>!9wMM
zvs(=GnBiWa!2cp_PADp}_mbhv>zE*k<$PdZ`vt!W!vC)@qw}xjXcyeJHu4VY3!AC_
zwbj$(XF7U+Z-_F?B9FVlVxS?`2}>kUK#voSz0qOh!9N-PaT8L%!pm7zCaH$}-Z<xR
z>iSM5cm)8h4_q8j@7h(%!;_OB*_^Slm|pLk11nj-WWS0Hj!S+Wj6}g93mQ+lDr-*z
zrBX7)ndppIDQQ$%BBUzrA`CO()^B1YqC)Rc#QARGBujhQ)OIVd9YlRh@tPrbGX^_F
z$0z<n8T)ej1hVDj)k_+#pgUqH^bPPQ%v=&*>{<SNjH`MUb3&)_kfUKvp>z^eGZ_Ns
zB83&&GU7}_RvbJ$=bN~ax04}}c$2phvb>t=n5C=gC$cOS1ARnXkN|Gi^NeOL)r%aD
zRA8fO8jD~2BLe@d%(;COn3fiRtZmzAqtjXiERK@J=hDo9iQ&Iq9^wjLh8j%CO%XQo
zK~Y#lGdHI&j5dhd0>moXL?!(vY?zGYtpsQSX;rAujy}*9*9kueg%CcEYuaAi|8r;l
zFYm6mCl$zr=tsMJQw@AH%=j#CC{kZm@XCX%0STS_xJecir+|rhqz{Kf1DW?wPn==V
zQu-ao_!@XLEF^brZ~@bYjOPelffr(z!U((0)sl2^%OH!&Ise%IjgUIBzxC#KHEea*
zRPGC<SK}Y`HIaJjRVYNz4#lZJyD?H)t8#th#-fDcvcYhS%VKd>(w^E!N(<0gjI~Iu
zibm4-%I=o)?k9vI*JO)d(BB<u>{79Weahjl8_Zs$GDNz6%o|CF2AV+z`<smH6Y@t=
zhun(Xar=Q)S{yZhAW9>~+-H8OyYp7P+T6z=R;L-r$igmRemg>rn9SR=b%pHi*F;PX
z3XH69EbKp04&IZ~wRau*S2enyXBpq0zF#TA;CH2vHp+@iX^<5Sqe4Q(@d?l!-(W?>
zg+aj}WTlJZ!QO=F08xJCAjV3E!-0W+bwehkW=A>sQ<Wj*ZkZXzd(@|N^oR2L8YQ%>
z7Bh(<5IOYBZQLo(aoH{W<rmp$%uk~;z_y_1MQqjC=5MF-CEt6Cs6GFaa{XVlj&!e2
zkt6l83;XWWbctJZ|GGHQEOkHb*$v~i>U=tQyR>Haehkqo`1W!?O(cdCrcieh7xHoA
zM?_lqX1mUXgNZrPe34;T7ERCJ&}UJ%X3-F=yDD552Mo(2^xp6pB~Y8w4)t1azbwsv
zhb=kp)0>g+AR?HLeS9=pdUeH42Q#>BpGd5PV9F;H8-nygkIc)rKvA?(S*<Jqcw<rq
z<p#Nb&JL(p(J_Y1jN)yVI0P_?=_gVHOpffsU@<`}a`D7O&?f}V-hMgmNz*a~H3`=t
zv68Ew2e+RuSuwjDtTJ&{RZm4Kq4i;-|CZvuNV<K%jO+<*XiS7gGG5o*urM09M{(Hx
zIz3%=q4Tw)u=rZ(8?XRrXHb0*Zp`qkT&^H$Lua}N`!iC;U$*Ldf|c<kZtn_&S&;q;
zIWYmr_8TdG>teWAjE0Ak+cW;98?mbn`faRyC|2g|I+@0D8rYYGITgl&!tvY8OhhRb
z(|_suE)cZ_<v(aCMDm;KY(H+bt*`YKzN^c#Gb`IgzX1W^QC!Rie-$j2uw9y1PN`_P
zetGWu8{|_N99c!YaSUZ36{%A4N1^p0Zk5S1JQER%WY_V)T#yDH=mcHZRq*EBkz6Rm
z$O3#PJwalDepR8-Ae<I0KQ==Xp`}rul2%~VxeJLRKY{`DTyPb2grwxyaFBaFOwWKZ
zta)Og(n6DvOYWDxMug#=!Srtjx>-^o%<e)(Hll?I4Wisdr%igb0kD=zWyuMs;?`P$
zGHWyBmO+oF$K_ayCR{B@*Hws}yL{;S6+C<b3BrAYc{AqUJVQE3f5%Lq9X)Y6Gq5w_
zd<cuA;UTvqh|uLyxE}el*IRI*V`dfd3M50VXX^fpvGd5>FVaA3`5R?}5LH@1TPHk0
zdBLRAf4I|(_61RqW{J%#&-Cg!Fi<MeF(zV4mqA`ik^Rm75kRmc+4`TT@;|X9fdNS4
zc=8px613G(G%E`uv;oO18Qf(=sr?`HXSbpqNLat-Z<;}W`Ui%WzBPPJBpLyjjWsYK
zK||uGATZGU(o8y`F}TX;s^L{iLZwXkKq`!5(^@<3tuV@M5O8w~lHW_kt5Iqp%y7s7
z?GIw6YNsU}XO#9=>JR~Q7I|us$kZlzDehSj7Z1HS%k9oU9cifT%5?|<8yJn$5aqCT
zdr$RGrTfFc13t{$8PR`{ahMvaNgahayJu!YRYw-j;8jxtkx+JlBN`L5R4A@){!ALe
zhK4GEONeHr;V!dM;!8ClJ;j($L6lVIA|5o=!{xaPSDN=7(3eIwSm@h3DHRBWVcps(
ztd!R=ih&%JQJh_!oSdFv1Jfu9t^E~NfP;Vd^@{=wAt@2Nx=TRIH*8tBGxmRSJ^#u0
zY=Q06`N#X`s>Gc8;ab^RpI%<&`;oprL4r`l$qo6&NGOidVEaqqz6S{vm=n3r@CsIt
zkTcWjc%urvVdEO`A(h&RaH!6S<pJh!NKlwW(O5!|kMrUW;wEbK6okN|qx3@it^4(X
z{?-i8h7pcO#%=#&Ft#aATO`14Ax~m0@7MA#H!(F?+F_^&tiIq9xQ2BgnE*{ik{!}u
z*O32~3?3c{xs|0J*9a9}sgaSB>z5B$ZhdFLUt3T7&P~!-0@t2nEKNMSzLbQ2KzMMW
zM38iHEn2{eig|EqUhg}w!I6XuvWq5UN&J#|dL)H_IPfH~#x={qJvl$UIs++v^Yjcw
z4)5#kn_5~*PDXEKE9U&T)w#RP-v1BYeGlx*i5!T;Px|uml9sjw!o%auv;Ba|51H`8
z!Y$PWLKhCEO|tk8C#|ckvuiLMwSWHeb<=~B^TQhO#Tn+wHG%YlrSsAViIGr`qk|oP
zrdfUqWQYU|Bo3}LDTKFYt*!^?(BzP(GynX$l{HZyvUe8|x$q;xC=Hs8e%a3##+wTO
zd{h%~=IWz)TT?Oq-9AjEn_#N>8X*=JX%ba2@D5N^cRk(si71-5=F^0v8P@Y8J$4M*
z+Ixqdp3I_;XW)Lwct*CWB{bn**;Cmu?>yGeo@>{xO<U(?)@{DevSOB&Bb%Pqt{Uyv
zEiKzU+w(tMom-pkHNR)mf5fY<Jg>W+OWr$&i6c?M{!e>p$O2+sTy+Qaba_6S^mMg(
za2+6|b-muOX!CC9`1D!t>Y!!g>wcUSbG6xOcitb4mgDXAz8~IPZ_&8kXmi{@+Qebg
zOZ9BAZQ5vE^l51-C~A6qy5!2)Fl%${IGm#0wy<pTyq>bgX!SjIIj2oAH}7$+x%WBm
zT6eu_X#~V`YF=+c`mAvc7+-C*`5wneR}1rp*AuM0`*+Dg)ix{(Y<7BI5B~zp8Ee>V
zTD6^S*=~Iu?5nss9jmNoX|`1R+U>tRY7+Q7)cNwgo(%s8#yxz!v+=&2EQJzmwfp>t
zo^E$}f4)UOZ*@Fgb@(<<D|6rcKbK8UE3_Bl*4EcemMiavukFnQ<j*vX#`-+mzF+J5
zK5w31cYj_X`0V^_di%V8x^9ElUA1i7o{n6<C%X~^Me=+{jKAz0JwDg;5OnXIU-!H}
zIWK!ZZ?;rxd!9$LZMi)zvgvj`y;0Y6K7L+*->fw)>-xMVsp_~ly*~XH81eNe!`EJp
z->dikcBTLS-v3u;;5!HUL-))Ufdj_a#>mmh!C2q=zk0R?7BFlq00zK+br@M0*w~m@
z|Iaw<f5y4F0rb+wHl|Ky05-OtF$Dm<lDnNTfL=|`z{1$j2|%ytY~b|YBNEp7ravF3
znj8HXvokUP=*5lAP0gGDj7$taZ-i{EY#kKs^bL(+=!K14%ngmj9Q54*^b$5s#twG2
zR{BoH04E3MpCbsGJ30O_b`Y|)wzIV{ws8Wm1L#G~t$xgYUjNHZ*x1n4$QZ!O3-g~}
z;|6@01?h&Wj1gihC<xW{Ox9ISK@>niHTQ`G1`J+F0p&tN;bN6b6hQ=_`gstAQAlE-
zo`OhTcNIO?-%pcS)#E6*xUO{_d%bhVrLCqpPP<RPKFM|wgYg1@K>pu<#vnmKL)%wc
zGsA&IAhw#E$$7e5WPi^_Vdd~D>mudsl0mJ=<X&)LX<U)}IPi4f>CNhhXJ}&QuB)&w
z4r#`$W>EjFEGyL&ZKBoH+D$EV;wjwhL#YvyJjKqW3g8zHlnUwYVWW+etvAswY5u&K
zH~kTV9lM|A`>FAe<9mEb-5nsn=J8l4g%pkX_ZHQ8zK2e$*~(Xi4fTl$DaIkvyVP@q
zTp|NU@4-?@2<|WWc)n!ra-OSsoy}`Kd6oDfjC@mn@a=N3Qg@$|Hvd?VY43gQp8svl
zwp3o>d$t%yWDuU|wwlD+RWAJ1i-zDo6Olxvay{3jnc{CNlX^3}@N>W_p7`X<1ngQ&
zkPQIw>Ze4wdW+3K1hlQJ+j&y9c1IiEW`|ORTA71HtmnrUZ=QMR`z@^IR2VT)B-`am
z^LH!beDZhmp0txv6m>6Ci-WVOlakU!jIQr8pOmhz!3K}2lNkyYmb$cTf{NRtT>?5A
zb3e>@?J1;x+#mTC=Xrc$owuKBY0tX%hh2WskWKyNLxGqaP0s!P`oOitX1?+H8&TrR
zX<iL8tvkGn)Mu&1Z&ga=o~7u(5ZSC|i)-IoGK^ZGBjm6329LF<G({U6FZIhe(g`Ed
z$SO`T7Fxq)wE9+|wb(eAr0UZx-#yFi>g~VT38#M~G`FlYB-f^TmaS7?hX*AJIvy;v
z^BfK(lO!@*yU&8AuGGFmjKwj^8v25hOMMP+?D;C$(JsC7X719H^85=aK2bV$mq{aa
zak-At;U}dM6;xT+2Fc9V;vGkH`gS8uJz${Ad~flHi)ncsR6@#=dP56|$yvR*uK&gt
zKs0r>I+R+FgSBUlind;16DJ9NxY7M#CTu!;!sM_%v`LDYwN{xc%i=nkNOxN9WtABh
z3xXJ1PJ6`h+U;IDpF`FuHJR|oo{oNQyBCjti3ZOyJvTU9cj|E68_7UXFy<V!Y=8o>
zm`d_6TVCVHk@55p?-|Elrl5P4vl+;#H{|-dP2z}2{$&taKW3THZS_}^vojG{rD%ZI
z@c6@dD)amp7!4;WY5woD)u-hb#^3C&7T1oqB1c$>;<B&xdS8&=DV?|c7=(g>UE@V-
z>!$c|lysh6;byEiWgO=PrKpu~_C})DuinG0yPqA6WtwEi%j?-z=(CbW%a{24SeDry
zzVi?9Xi^Z1<W6Dk4PnLN-r9Hdp{6w4K|Hi_x2a!j#1_+MHM$-9W94@zMWY%y6u;%J
zKK4hRx8DygOLDNc@;rjRk15lu(_ASj8BtNC!#TalsyO(c`orW{e#D;K4Gu>PZEbal
zOLeaUm@pR{wCjdEFQ*W~zC2GkJDd-5`&3`t4;1c%teyVwmNv+%CB?*k)Pj;X-&J5p
zrDSdW2sMFnD!JUz`BjdfT73LPDL(IiSJCF`IXl<IV3)@!mtBNBGf$JcdbI+Lk#L|I
z`hs3w{e<1_Zqfd$hfoYU>6ZQ2z<eVpyF&L&iQC0>yV)lGzU7GBx&!G)XGvauy_mf?
zxjZ%>^wwa!#&`Soy%@ra1Q1u}``U=KdA{l!GeMj57Rn7)A0zMheNVF#BWshceABKV
zcy6riOQ|U77U^kbaikirYW}T+Zh%?@i7i;}>}fqzM?=KHz_82iKk@MC+xcx*QocoM
zHco%X;Cgc9@b6z4w5m!=!e`I>dZ{{rbJ-<tEfp)D;e9dNb#{m0D}Bwz>f48pI?prO
zciW!5wLjEn*u<pK5S{m4i<;}ri?{^fx63EOw2LL$>2{yLJgKtnW%Et5ERh%qK2;iB
z%5{C>wB?xwCEH8kxiiw2LO{39S^CI%Ys>Y~7Fj{sN`4cPt+E}x{1=M-XJp38=Guuw
zm!z*^ER9ctrQ&()lWoRc_36y@z5f2(9fgP^sn@$xDDqz3d<XuicHWAz)P~?1pQT>V
zNmkQq)1Hg9?6`LdMGdmN?M#Q}9btgT95VaI`bzd=1h<Ul0StJejmT%M*%8?%6t}R`
z6G7ivi4S+lGr6gc8Nu3FOiA}V`L_kZQ?rj{y-N$!dMT;-Gsa9NcBIglE|2^C>$=!y
zXaGwV`Htk~>%d8WtoEADbyX5#k8R;Kr?{4fMx;lXsN0Y!2n;jtyV0HI;ltjwm)5rZ
zdxfLnC(O~iU}q7jMNS!ExK~%@()A;sm)r+97z8z!%+CxCbhtKCo=m9SpKMbd9(|tS
z!J6_dKlM8gWIW(4bsgWRkO~b%M%Jdk>CcQyVNW=Up*I=pUgdcL@<eOCZtEbwKJMAP
zGhDZ38=HoPyx$JCr*!2fi;(^))n%Y(M?CW|!v;YtB?bGPpL~o|mnZ0+b>zsTAE@hm
z3=Bas(^?;|gs|W+mo1iG-i+w_7!H%`O21lpKV4Qszc1OW-k#4jRQP5ztS8y9H>aK`
zisg8FiX~?)jEnGj@2OG7(o23;IX+_#FzfN-gD{ShA(Z;|#kyo*UcTNNuU;@AZCN&T
zLn1j6ao(yaWJiV-L+*`D%p`QTS-K>{5g>oh<A|%?0Ds;*H5f{pf(FW>h;MNpF1_jV
z@~!Avq_ud^+g&4Ky@0jC?#;0ped14JEO+2ca%LS}MqkV~U28fH0?}Gg{q`@MRD@U<
zZ(DSY^GPw(Xt@Y*+O}8tko#od>UCfvTyuOJ65X6w!tF6i5l{9#<l0qAfgVj+72Z2S
zu$lB}bZuXs9LVAcR)53NCQYM!k~*}hlW`?!s~bUj{SFE5h|T4TZyTGuqjh;~l}(Z1
zNHV5-Jr+wp<1+r))SqH^+{;BF=R%kmZzmMZqNaK@`I0nB<ZOV6sK-lLmcb~?z)$_D
z0||`AStwh1KmQz-vql@GrJ6ED^G=bw9`#A;p&xx>c#fCLp<oyY@H@AW%Svu@_yDdD
z`YPM>*d|kWjC_LD0sZ5a8Gmj2BR4Gj^oZx!2}Ke+Sv3}hgg)~1Q|j&Klf?V{_w?#t
z@sS7MTq&4~%~V%!%o$Jd0?I4hv9IVuI5Kd$Qz&da)}1Y(?AizKsoj)cwoI!{k3MKG
zi?w*ZfqOb^BN@DR?6020oAa<LeXmz!=G%>%^4nu6Y))V|0E$MBUvH#qv7vl#FW9%x
z6wgQ#<G$SPb`E^0=Wd}e(bx09yX*w~%Mh3Vgz;XC#q~O9ad{g^|MIv%s^0ef&c?WB
zFxD~2YkOT$I?yk<-CD3`olO&gsORsjcj1NfhHTRl-tL44x0wJEh`COR=7pnscBLd%
z2q@}%Ie%3$)9($_f{U+0=L7{ReU!U%pv#cJr&1(_{90QhCCSVCfp<kI)IIxDKcpg(
zv8P1Im)z-|hTYuB>qIR7b5~+Dd0>!)EQ+fRW!Nhuvx+}Llq&H_KcaQNA=A1JR==s-
z8~Vi73quhg7YXCy#VFT~?&`%4=Zx$1o%To~t>9MP9Cx<{Q4%N)=RW614|O+&XtZT<
zoldMkDGL=G$^zl;Y&lUdobMn9oKKGxD2ypoKf*NeKt7G)#-`710!p-?FPLAdJ%0ze
zG<p6r^5W;W0r@*w>MX=s{V8Q5coPHc-&qpuEi}c6fxbNOCk<!2wdS3L{>9I45Uida
z3)jM;b1kq1(PLXb9J-GM@rLN8<nOc-Pn4>GXA#I>2NbovjhSb>Oia8#S601T;n1zR
zT~$3#<6m+^&VM2Xoq?C{ki}aCFeJ1gMIW!KMUEfA?*RZt|IMc0R-tdxdvb%h;Ff#|
zY3OQyzo$aPdEGj7azQ6Zcf>zYeib#Xp9iEaQpN!Wi92*qW*y@xyxik9MU_Bqh<{>w
zP4|9Vmv$*odWv&M+F^n*aW*b}Mb;|+<nsOSewdJIn>MbYpSILCWO>AIFu|BFlRTMo
zT5vSCdbA+V0J%i|3y*8RlPd-~{CTMq0;U1EC@*UrakM$z0}4l@-PbLRjkK7iq5!Jl
zC8XZ$M${V5#I6BMy&;8Rt7!7U>c&puTZ`Va=O=Rw7@J-r&52})Y#&a;+URH0=|*Nu
zOi18ysMfhgf*|V_)D#U<bpQh#hzg3h*-?|H(W%j)yUGa2J3x;RxMSEN{AH;hpoa}c
zLyovSIG0T_^0J>S768HDs{o=N3v-OxsEiU#>#JX16sLy^*0`z?J}^RuFC$P^CaYH_
zC!)zbe;0I?y2IxQ;=692{=)K<3e4{g0!w=)+Bq5WS<X!c)|=fce4Ws2_U3y*3F`L-
z7NTAVZ`**t5jc7{HsPedLt?r!Z~5r)V`9STPzARFz{0A}twpfaEP%JI2(%gom05wy
z6mwj67`|_|D%=a6N{|k6$dvg}0_kx7{?KIHoZIaSLqPiiA)|5^##KQ%u?^<zw1#Il
zbcU)$0AWRRTTxsbSobWR_~cp-0l=7pnD)T<2iAZ9;_S7X83dPgv&0DXf7vqcgYfE<
z<MFfBmJfpQPN0ixR&~@U2zJjVztBP3T%|FG2ZmY#cG&z4SsGAp(pWcDp{Fg@+_p*k
zCO1Q$r{A++D=Ap~Q#N5*<>pn~C<z^2sAM!%rz|CA{<a%?@%w@JD`G%1svsO#ZECS_
z=S`P1O=ht%u=s%x4+4R3`rGF}z_W!>3Mx^i6@{yeJgg$X{Tr}U<QBL#i9`Sg(Tp(e
zStt4W!a?x5s=mF`e5~E0f248+{VO$3$sh;^$c^n<X;*p@3a2#J7)}xlqPJIcANS+z
zWYhjN2;dLyE!gYH{8OCR=@svJRO$0zFlI_M<$c&Y6to9+q_moX;%}+@#J;jG9UpFU
z;2wJYJ{As#0?<q3U)zNp?%vW}r72?GwqEE0w8%vvI0#umfPA62&C}$C>3p$ST&1_}
zk85SuCKLFts1#Ec^~Zl;_c9>@1a`RQgNO!INx}e7i2q{wRZ)`my0>BxpyEhs{|V=X
zS>DbNjuHv{;q*r`p(?tNWdH|G2TPc2W1Ayx88K53RJwpJe0*GJ<?tQ1(u+j}5=UOi
z@D{4$V6xXdl|x1eFpvZ6!rTidSerw576b7o^wJOt%AiRtK9X<{Qe1(#WZbFMwk)l+
z5&Rl}1S>_tywE-@mfp_fk4D<l|KYsxl(kF;-}l(g8pEaOCl}rExveRtWhf%JWpN<L
zMkZ6C>Ku?T$88pySE#~Ve#htj_}9^FCX(acwvsQ_*x$m(V0tB>QHuD>7Gyc%lGCp+
z<S1-ld8`z3%L<8y6hyb@6km+}5Mmpf&AggeM_R5-1u;@q&rf3QpJDNUzzjIB0+@8y
z^_CQ!>aLB1f^&eL&3(CzA~~^czb4TioggSUW@UWdVNP1oLFhaN^0<w`lGe#AN*?eU
zA0r)Ir+!`iYSufA3O3N^<{3)#rFiKH&2^LMXFJ{PK}awqa=jx8(bvezJ+}?*N{^&o
z-%G9NkMZ?|B5MpkW+)0-Jwtm%7J0wA+P-zvW3cBo6t`->HC9jiS5sLBvFI0NvN)ry
zmrW7#^L$tP<-)O|{*7muqZl^%Rt>tWq<^?<{i?~mFa4J52ev|-Qxfv%Xt>AHfT8ZJ
z8mrl0r?0=iZ3nAq{57SoSRz<ey=JJinpB&0UO2!0%obU{VG~~RvG=C16RG~~^)5c|
zr4KZI^ND_jt59du>bg2r)z_?3h?bMH4~}U?BhmZR)&;Mq+!)|OC4oqBM?O)uBV50c
zS)HP%=`HfiPAbt@cwWm5?awF;>>yXB#!mkFTBy<44YvAhL7M)qij9pzfC7^P4BsK)
zFf~0?R4xm~(<-&vj^*tz>PtO=F=;IkhgB&W;jPyTwsAe}6*HXAN23RjGt8kAzRZf>
zLa_089Mi8L!SW`p%qf5%yvq-=R?i(?>DtN6%>@m(?SN@vy|JE8_;}aKs|PE0IZho-
z^cM7?1N5+fyYLk+f4D{vDA8=$++nW@8fmT>aKZdrK1wykRG>SoE-X50DZ-)*P^6$}
zs1C#6J}j9p5=Jm~j~Jxx;0u6})ijrT(w(iU;?ljl2mPvmP0%VbqydyN=liK(KTO4M
zGb39%O$eR_WF-VgA7r)MWU^0mq^fep>5n*UwyO2peflDZ4AK0V&0Rh=l;sS{<?h?6
z7#Aa0M)Q(DAs@tu9o+>mZ~yiU%OXQ%-guUJpz6?}QUw5HW2+;IcjAD!)w3VED4uYn
z_=!@G6^hK>D=s<nYGEuJ5_n<2*12e+)#_uB@v&8FWTRceOER<nr}v<d%)0Vc$3tRf
z^}>EbSK;sA9b8fdT7@tImP=c%5sfD4u%WHa``6cZh1oWC4Fxb9IY)D9DyUgz*?Cb-
zm9A!N_*qR@%atSAfKfs5DWtHD?q}zs$GP-k^PZ4(jTsfTr#QzyvrGaYVpQ$atXdcm
zWQW#+eP@(~o>vs~rjK991c(fxfL+l~|3s#oGtn)mW{RSXYHPaWUz@&@S$(KbU{ZST
zu8!Y}Et}<E;q<nnKB<w0YOmgHzf(bg1HrOys(&ArMAA+T$0uVtc3|ow{$eE;01Oq*
z=jBk>z~=z1WsZ;8tktB1p`R#-E49x83}o7c?3(2A%J>v5SJhL{zjZ9_4}lB9>Uf~s
zki^ZayE!|Fpv;weEV@FJg;z1)J;1{y5E*3kf>g80c-0-x#vDz33ARs@rwgJ2{lO9c
z5#CJmr8f&YySu%9rzb}dQaIK}LN`E>M5EKrH?9op6cs-itxlq3_}HN1tpNMqgC$%q
zJKs_kNyYvu=zhgH1^;nDJ>^~|AQ&6E0y{vV-$m9>yT2m`OZN0-exDw=Bl6dUCxR(#
z3Ke3%4mMAskBn<*{YGX&GKl-a?u5e~!zqKY%1Gg#Yb%)=FNiF5F3wFvPVtJmBC$<p
zv`yvzFvNFm9GeMoD_;D-kuSNQ8TH-23*XK6^M{4Ty}&z?7ikkp&j*zaO14}vznLeX
zUB`-@I_O6=495a%Zhkru4tuMUUvxN5OogG`K4{mU_HB1s=J<Pc!Wc+tg-CKE6O;nD
zT2yhLl;Fius8(;8{fqJGI(7027oaX8euUyStclQLx!+}4loeCzx+$(r%(ybo)C16~
z0|M#jq|4RHGiH5M5fg{r#cvZRmvif)i}h)K0(*-GxeFgkMr!3!g{raWd5zL%-r3r?
zHcF-Pece=C&K$fAGj0MJ2u5O0b*xamWVg190SID0zHt_LPgU-tBysV)UBX9M>Z+05
zW(|Qox$w{jS~iwKycvCVx5(<&TFuJKWSq3}*5g81Zhh`vKb2@k0Urqfd_gEV3<peo
zw#h1p$jur=qMxpfdt4Thd<tve1Sx$7DlGTzV}YaudeK32$YT=77Z8bzBA+fkEejqE
zjhD-EAapl*EfE<^hZMYfC%koR)&jtz{rL64raC=8Yonr04uY6zop(>tnKJLnS#K-{
zp2acHnYuy!cc6?u-8!DS9GiF(TlRAlcuetO>ENuuL6TAaEj+<fUbTulL27iq<Q(?p
z10zCZ_f|T*o)oH;F=|#%nzkuNMr^(iZ&jjs!Pgbxf%#CMD}LoUpEcq0I_`&06ExX6
z6(qD&_ZEq8IYhI<A+-)jQ8ry|#wAo2ecaE!LK1a#*IU&;c)tNL{`l|@U`wZgTd?vM
zXWzd(^p(?->pz0CU9usld7UaAf_4B<Mo6i2!ac66tu>(|)7Uc`TYra^zx_%4{HVa@
zbbQ44r0vY>_A4}+Ba?b|%dhv@b&{z3bMQgT6>*Mqr<Q0hn?~l@zXE=&Wq&owBE4$D
z`(m;2mn-1i{0{9Mt<=A}qc^uqR{5YSv6uGq%LJ1pvk2|rPWJx3aYqo-APx<vTGAjT
z$8iG(X#?}&EXSj#f9u%3J9*{)V<)3|C-caXoqUS{R!BA@5f-88!1K|M%!6vi?4WNm
z|8u=agFe}BNPIq1S_*wvaV{$#^1?{vdTyUE+rjy-#h?CF{~X_cde)BGkF9mTV+or=
zr`BmT<R3JIpj?$B##>x=sG%i#D+x}fOceJp35!x(#rGX&*MIeT-Q&#csJp>rd6fY7
zs!Ym!g9b(ih|6|&yNjO8Q0-_9+UnDKUAt>-h*hscart$H+YQ8nUMj4&>#W-N?EX?`
zP!npA(LA1HX_hbfXNMZ<1^LBMT8#QFR?GW9miFEn%Mk$J0ZuVRO?)7SiIWI>eMV2|
zH|(9mfWVy~j63C3u@fQBP8sWS0EZW|YFCoHp11`;0RTAsqxS9BPDM^{XO9u8QRv4v
zImWn*o0a;PB;X;h{Q2SiOC7PM*$_b;AeY~UOmS^>>r%TQpJZZiQh|V1p>ccWt3o(?
z4qrG5q8K!hx;@6TJh@BcfBu&!Fs8lfo`AukBIjwkjTv&sEy?;$1shsTE@v#d*>N@e
zn^7S^x$kH5bI#oHR3`h@Z!y^4+`5)H8b>q><P*G{x6N7We-D{spb_IjdI`PZI>SiU
z`bNkudDkZtTT`sZ9<R*^rWGQ;x6;?iiurrVKthL~J5H13RLI_DH?jn|lj^mvIq0_U
zt&`COg(G>^daix0-KE(K&AV`;)mBS_=pP3(D?va^kXKy39yL^H>EBGsg{sy?Om!}o
z1eX`e-na;Z%$k)mlti4Sl2&hPJd*8w^>0fQ6Vl-HV8J3tY7g@>(|uT`$4+@;zfHW|
zkD`hvukw2kn#SxeU-mJgQyo<_QD=?2n>)9;sPm_7eN0vhct@x?o@BDz=wcgE!GWcq
zGds9je57b*wK!Z$%ry2EW!kluT@QmNJD#fFrg-qRi?{w76^|5}!>+a2Mq15YCg1kp
z^Ar^gW^ugty~a>2x2`JgZtI+2Cj0prgLy$joFpOsJ#CAXnxEsvS$MrmCons0i*#c1
za-Ds!IX?NEtk3=-lB0pHS}UB!V{5+t-JVud(!Eh%(YnDz@e@qCL*rKM-)nwnQ6KMx
zc}^y>UrzjA#JvePl+pV?JTnF}l4cltvM)o~w-94zY-8+88Ec5LL=-ai#?DxiEo0w9
zn`(%J?2>4a5T%j`+1^L`F7NO6yRQHD_rBNlzK3h(Joh>0KIgvAeeSb7&+{46Qv>?P
z;hamok^_`uW4Cq<UxaT&pMAwM^w80FDU^MM{$Pt~Gp3Jzb@j8xUFRYu;VVD3s-AwI
zQZ9d#TJzg@t3hgo{s@N31-Y>v-v9k;t%q#p-KAITnID^{+i?>5<vv(b(yP=Bn<>A=
zZ(oXs9G_pCz!9ww&yD!n(#@7`G}ew-pYuYz4ynry-kV^xDUZnge#fTmWQ*;iDTNc`
z5q&C{AFYHhZ-je8X*$(lwpx6^@o3g=`@_7NwOA7~&)51JX#3B!kNU(mtP@?sj|HsS
zHoLYhUo@(uioqN)d>g;&misP#`ljY_@6uHD_W8lSJT!bne{Xu{J^v7G_V}x6Qrwc%
zG=E&@v@Q9gpa_PFg>drxv@X4d7%NlMBK!Wh^YFvR>k(?@W<5sv;|=!WCrcf3d{3PJ
z^=R#VRb1%Z*6Sze#S3F*8d{+fx^s2k%)ilzCI)jib4An_e1Gc@^r%pA{Mv~gjgPh6
zG++4q3aJ+C<5%y<Z`jbYyt(Gwd)H~D_0{@gGMGK=!gdt+(?=>VqLGa88GQ8fzQSXH
zyWLU&ISa;FyXv2|U9B1Cv&Pb#SiVZOgUBCG0Bx0rXe?NyoJzU+qJg3R(*^U=w@G)t
zDXhu4UbpVOM5~(f^7L1Kw(FWyEy&$@o0kLcHR|3!$w<FnL%r+s^2w(G_Usd?H*0yG
zKgtr;Fq)8(xD~Y9qopN%6xi9)(5}I=RMb}q+idPfPOUX^1zkNk&b)VjX3nm}A#YFk
z1dE>VG-l>ZbgaY9!p7Jvd-B)Ox@Jx7j!Wuq>5M(2&JZtl*i@eHzk2)kTLrIoNvdyt
zz7{2in@L=oxbyk@*m5Qe1Z?t0Ykwcr(4anY5dI}jt8F%k6ZM?+d#t}kH<x)kL+e?l
zJVCw4q@l~pWxVMqbmEi6wepkAUrXwzzJ2If0fTGcZpn9CNQ%d0nSZ3dOd#+=FGDV=
zTF#U!Y)d~otII#FNw}phUe;ICJpHveMiGPgQr&DC69Pv=!Pj85gQw3@O5MbdH^npC
zgNfsG;^JK&14V@p&}9L?#EQ?BJE}vHSWkNB@9N65pXxcM6LyG^CeTuQv08FAJ0q7X
zi-P>qRLt*vly#rN&T4D|kKnL_GsP`A<palQ`4=S2Rf*WFRY;8`zpXypP2R>9Eu~6g
zO1>k|_;BTX<b3vsk9Cz+V+yk^Wkun4!kZri9`}T2rxCW6#@{a9mj13K^9CBvoF(+k
zE;g%l`MtBHi(z#_H22W+`nb-Whtb+`h}$Tr?3)Ix`LD5^0u<r{lm@b&g|`-Y@Uh#k
zxU*Pq9_C-(r-htFo)+so@*7%+b3or>S*m~`v6_U0DQwluI>QlkNGH4+dJ*q{c7eX^
z;*-1&b8EA3MBmPsgD_l5U`}{w;7@7Sl$U`S$wJIuvfA{8XMkf>b>Ib+#rN=6Sxgu^
zGm@wpA4n3EQ-x(YwPgtp?pXSlByh>-$VE5K2{al6Q7&gCinf<v3H6_`O9l#Z2}Y8T
zhMIbE-$(#BR!IlmUikno5R4cAI3-fIt0i=6vyX_i^J587pRw?1th^iyDDczL1{<4s
zSRkzG0ltf?G*8nu0Lf9(jxT>si+YC;9ySZ5%y_tzQqXp`;!l_b9OgJyjhZt`mrRX$
z=C{e`Jw52mdv*EB3s<q6eC*~S+L@RKeGM_s*|zHB<)SO+1pFGyR>S)+_Y*p~^P#_D
z&<*6h!-PiD(2@l4dj?WACL?PLs_R*!h}#CEwI=sV^D7_YvEMU}pxgNkXI$5_1Qs%0
zFh&7#2tlx0j*?|7aYA4QY@VU491JT7xrA7>Sm=*My-O34&W^;F|IK>}N|x39lb6^A
zC9gtzU+{@l!MYUqi&06zQdTA-mlt$SL9iVIUGj+*)s;+^0>xxiiWb9p;9SK#KN7zp
z#@;(cmZ${KWW?q@?&o%Llc0MrpmaNXl#3UZZ7cwyh0HOcWBrB@D&FC~{|0+0PfuD7
zW+(}9!Yx|Z_jRM*;e;A<qwx8n=Eg@|GDwlDm*xT_9(j>1jXyBzLWb~*7S%<RT&^x5
zR-!&yOnA+yDz}r91pOvjLcWEvh|Vn&kY>cDi}U*FSwo^rP<9qHPXH3=AEeJu(v5Pi
ziltb%)k&#DtZNo&iRLAAX+a(tin+(f#sG(yZ=jxH?$exZEYMnEj5b=;qK*Rn!Z)1Q
z`7USEDv&>mkANm#Fc5S1&?~2q2?b|}_dW}eR}Har+m?_>3Ut;x4cBLU6x-BdN>FR#
zB1egXh^26Zd0&rmsg%kq+ov#MZne;FlvuX`lHi~L15%8SetNv~T+td{2trcSVjnfk
zTmU)z)+PwX@(aas%$e2N(nF&}8#B6`N%bhl+s7Wm8Y#TcVw47-Gb>`)y4XyUH8PSH
zx?o{W;%#zaJy?%Jxv=+7hCn8np*#F5B1b9XMn6PtYiS^wEFnj+@O&P{Ih`4Qu~>@-
z$P2^JI4!j1ou_dHFvcjnGKIT|&Lpyn8lp9mpuWgJjoU-syP;QvXP25^m3nV0VGEIu
z^FX>7HG&#>V4J$d+{x;?wHp%lwNQvA^K;K56zC16n@s{~Z<w*pS$<G%A!3&Z4x6^v
z$SDEwU%w$XZ)EMI-Pp#GP-UWnX7SaJr?W#Uo74Uy^P~A<GT(@^oHaB!I}UFve7u9s
zkl+9p6E?U!nZ!yoan>QrrdUlOYQIAFN@b)A5odh<u-HsC$bnEA#U1FQ&cZ0l7#@>q
zeS##p^xWu76AkonX({;vPh`9ZCvr1}gcsMB>*LaDEusRw5V7cKt_fi&LDAl!%lRt0
z!a#P>xZG07M?C)z62`63ieJ32iT8xPn+`!fOI`Qmd9p%`w+8WAubBId-IZYhL5OxS
zO7FE^Wd{ofhyp!!%t2OQ_+}EG?QcEFZsb+wcLtZPZ%KPMv2aq<XeiRv4%^y~h-vuc
zig>myL?nK5jw_vuKk|{3;9BD;ZV2bs=gZ+|o{4zD#=#JDPKG&FpMIspP!Y<UpK0D_
z<&zPI;o(D!fw2A{)qKkoYMwog6kr(rlnJ41o|S~J_XF|fyJ^q(3Cm*9fdwWLh{|2)
zFZ0lF5<)n2D)rc@X8y+8s62H*@fNM7&<Da0tbdg1lw~sYeRnbHWdPmvTYQZfNjSfP
zS)JV#ugn);EG~CT&1EX;c&mbC8_Y(sWM2heB`W3?axJpiI<Z0A&J~r$;PIJmy{bDf
zGSx?=2hFgCCVJ3+>DP|@Q~Emkn01I&3MlVY#UeH|(lHp3rUre+JhjdBH{lkzJvI{m
zJgY(nJi<xk#->-+!XC&nUUP!pA*H<#^^@SItjY2oI~hd{g@nV<6xL=2NH%hjiDLVV
zEe?+K3yQ<TC@dwmdVIIf@Kaj+?4H5n?z0&9Y8#-tHv-H=XYVFq@J3o#_**YdQH}*u
zzBV|y^AR25i3W7=ER?eOw6`m0RMteE&LSA8Y<M2%_3_DVlGz=J`<^{IkoX$pXNxW~
zkqjalu_DrVS3sB&w#>s-u1VE_sP<vdBC~5lD9P>39>eO^Ho&JYn<jiIczde!%tvUj
zju!eEx)Tx(QC(u3sWUp!gI<%EsDgQY4gc_iQ1Lk-;vx4_^w;pCrA5*@iwGhsIYz+J
z92@pPdr9w(Cd(!rFl5iJaF>6K%bxjgx<#0B;1^~P-I$vLFJPCC)P9#IR+arG>)oUD
zEky}T?>#Id<E3JKN)fqFq3<H`#|J_AHqq2X9Es~jR1OnM2p860na1<nQAlbU9^0Mi
zjZ1x&N3Xy<KR>@)Mi!X378?hgFr`y@aHJdZ&Ll}95kUCr9iYbQZ<lcU{_qg%7VD(m
zHS6Mzp^0BuV>{!CcE2&Emgu9wc{hx;*PxHJzJfwt!fX8s7C&+A+&g7*-e7xvHeN(r
z`$S5$?hFcOe$a?E+WTdZ%DX*>6X96UYb+DtY%P{VooH?$ug0~$zHw(lt+wBY;A&`(
zT@sY?4k?!>Y6yCwDe<GPBY&<k+p^J7p5NpN5jjTG<;RiKUPp?qGUw_Wi9xP8txn`m
z6^?Lq86<oeH>GdS$)=uk3CCu6dYM0!p}=48m6Q8$q|tS;hMyM2sL)KBAt3>2PHegu
zx1a7g$a|y(wu)x8IqtkT%Vu^iK4vF1pvqCQeCr$jn^n&EV7Ml_ob?VRE@SqT!X@I5
z)Zq$S46DczvREPVuH?1la6`MYCf$&%le-+pFO{011>!fS7$LfkqWQFc=a3)in4rJs
zrrS({i0#m4c#A%{P{A%W;KX!BMy#7LsZq0#Y9JOHmVzwigno;|zo5dn_mH>{%!2ti
zdA0I7`l)>i!k}-%%`eQmUJl)SE<@<oZxp}EoK_E606O|8&U=u&e))&AcX*!_$&&t!
zWfHXxM{?neemIEWJIFa)p=@D5=U`$g?@3)9xba9`HzB+E+b8=%tQA+nz@_K*TV|xU
z7~k(TbLLj!aWzFh;Np7UKEo)Lxk{TpO2oA`9O><gkwOwQ!$A`*zHn51+Jx`14B15~
zu%$wPxcGaH9H7&!Mm;Zea1VO<5u2)NXgQk#B_Vc@S@%mEyo<uA==_-Y@#S;0d;J!f
zfP^wx#o%$Y0m$cT5AN8W82W{{#$R23Z4JFjws9_;yEf*h6<1C%3Vpx(%U}&1OJR9$
zr^k2d$xZu=wdk##Y=?!|_i;*bnHGI45%j676d^z3?>2MWJBG^&sSm#C_vv$<pw;2i
zes*Q1mhTk>g9cks$P)b_XXcf}bo=ay79$x)<Mvs|QKjUJNFN*CClwXsLcGWcQ?%*K
zk*ioQN(gr5F&SE}jm9s;KC<96&)_fqrDb_`bJ0SmMuzKK+O=>7ves>BO5&{h)oV^i
zfoE8fFB?W`Gay2;3-MZ4#Hl=z)q21*tJ_NMaMFjRaeqDsTSKQ<GOz3PJ_0;%$+>2x
zZY7RuPE6_gcf65{MrLT2bbEB<T`Yo6De`XpPHGn4G0~R-n2VrGV!Cw@%V*Q3(2d8#
z6=D_<v8ws`j+-075jXvX$u6RoT3BI3S9%(|>8T(K$yj`?Fyj|_n2@|^C3!?XAX>~#
z05KL>jHm0>;dngEhw%el0v2U2Npcp=Bf_g6u9S-ZCWkc=(jP%*g;aX2Fmv$|nrPbM
z4i|2Cm+<RJTb#+)Q`$JR5`8R$n~33uJ{A;1ne!ey!<G>c#)=}|KxN^NVd2#rjpqE&
zbMbhFlIR8uReMHPtUDTVU9%VgaV;ThEzU?Bf!&*X5}e^Qo{G1`zPz&)OL7lDOkT5O
z(txbFKy@hz>tH<fvm&!!?`8nG^y3p2ESigX0tEI&9IT_j8Zg{(KP|%d{?r$)Syb4X
zP7yPQbnQSU#)CZryLIEdBC<6II@-WrMZPhCjCL=CW}umr`Jv>_I|ZkbR8nRmS#YFS
z)~7Gm?z2s9&*oq2;(-w@l8ech5a+Y?(3F>gRpj*i{42(Or?hEj)onA&@K?nmPe_XE
z63pDibgN=I?BZd|4G@ZQ%!vVUVErybF175OsnrIi4;?)E?eWeV9=*)Ub~nrL-p|qp
zI3R&>)DPZ5S@_daoCTg)Cy9?(i&4$Jx&#sCNlkxXdKs?BwH1_}7inyT_Nog992-3X
zDQC9jHN~S{Zd8#8jL?Y~Ep#OWA(l^-&DTO2DJam3pHy+ReaZ<*d@fF_#G-0pZs~AK
z-xAGRY*u0qSkw9u^Ml2OvZcA@P0E9fb;c9(r3Z9{9M7WF+U$$0BZ1!nX&KtTOjK{?
zP2DoFL_Zy=kgoHr>D(h%;_I6kIF@CFrCG7g`Jpj99K<UnWNM_dZ#mT9v5KvY#;?b@
zY%T828fGnKUgtSwI2H_N;H6mfwW#yz$W|+;9*Y&$P~pAV1*?4LSJK1}IFfUmG?hq|
z7K_!+N8WaZ(3GH_GCD`n5O0>Cn7s6o;^3F#@r-gYU?!-FHv0Hz5=S!gb00HH^oNH@
zr5(T<^16J<3rEa@wuaV8%$W!Gk^_uNfkEfeBH#Gv7;#esM>>Xh5s7&WE%kb=PJ7L1
z%Y*w!w5Z<$w%_ELC1)dbXo@wZn*1XyBf-Fzud!$WSj23lwh&L`&uA0QqpJZ{ofV|7
z370QG$u9KgTS`=j$<8>^=hHF!!HCVw#V-~y9B%aLEgf-GhU&8<&u)=;*f<m9i55DT
zpvT?EvWdi+tH;BrOpy1OzocT7$h%a3(rPQ(24qRU!dANDf8XFKcPkvnLv={NsjXE8
zdtn!LZ@Q%dlTR<!#Q(~<C_HM2@6FwKs;yY}iD6G&e@H3@O*)VGHmyCQ-i(F6zIaTt
zr864z65PJd8)>H|n;`a;-%sMTy6%gXcs~0Nnlm0^vHGP*iYDYtF)A9`bov-X34>N+
zP8LfB7DZ(><c*|~j)?<pK00-l!uX5C0_ZXc6Cfeh&7tWt5RD0Q1sIegDKZclH=xbH
z9Qw?g#^D-^vfZtVMWZiOalkW2{E*A^4y>i;Nc{4X9ME={kA&u3Ga|m7IoU88s+i8>
z!x~QN7^N<#L-&|8i)Lw{a(ro0#Fv+2qdt<u<WgcgkhZ3_=$E&nT%+nRGg^>DIIz8b
zB7N>87`WRIMoWRxGdaizVy-k=?TUiJ8SZ$u$-X(5U2m|r^&)bO?a)V_m%)k3rUU_Z
zO8dO>Ib}>7HAD;m??onLLC;0vYrBjlf{j&P4>Q1gjssaNF~hb#xtQ|)MtC>lFrfT>
z_+p8z>`Z+Zw6N?=1qRJ*Q|MivOvGCnaqa}gP;Zm7MkkPEo@62L17LZ39U`uu`GPYl
zAPRH653rM29Ydt=9Ts<rrHa1%1z3Ls#Kyv!Wb3YhYcU{W=tr@3*aLDf1U^uVnl6!;
zCX_c9a$iv^M|x3qJPHse=a^^0CUf4!wcyVU4#)yW$Oxj5p~SqMwojuBY>qh+A7Dpd
zfHH{q!I#wMm!fETl=u(`@KktT5V(oj$A{x1F4~uElbLAgQlv0^e31BlU_t{w?K6fS
z7dNp-f6Xgrb-rmzxNbO#MPC`c>>~X<lez~3E<%&e+ap_-pugDS@y78C(NOp@Lp&Z<
z&dQ%>N>KHspx(Qx$Z*UV64*bmmp-`Ge_w5kRB0mG$cB}<g=WMHN%LY$a;>}EREXcb
zcq;(syGHupy&^G-<$S8plrZfEk-H(`Ue?=ANI?^m;4KX!N5o>i+;8#(fA*Z!U&E1J
z3qO5%?%HV1V(en)VSz^p5|pfi0uta+sn-+NX^T<yS-!z<ib~C7xY5h$LLf?-u|$;Y
zEl?1Jtm393%i(575c=_`VfgIHF;cOKsGlm?Ma6=n%m4&5&8o{yop`Zp8`U%s=F#{(
z4f9!dJWDpy*&5lr1#FUk=5-3_LPW(&%}R1@y4)0r$>XsCjT`R411l~1PUw#zB5dY2
zjR_~V)ZH6<y9g<w#4E+9!W;VIV4zPR(72a*%*734qOn|J<AAVq%+9-4tP7B6g>q=6
z#_^Lnk5J`Rx|8KVR^x8Cs~h~X(36c=^;n-DQ=GQOR;$=5<ONY&i!K>N1I%qYf$@#Y
zLVo!>M>8PUraQ&Y+ghV`2HDA4Z6Ur#eNK~IBreI9i-Vc4TXrw!sF!ZQ!Ul@XLX8C8
z`RQ6ghBVRD<xCON*cnc-ZtHiR##WG5+W#PV(_uL;NSMp(WrFA_YsGm0%BCo>@-ySX
zF~eYnz|_Q#Q5?g_xWGvZI0jul8za*Ujc^^NB$&F5#Z!F*G1pt9b}NblT71<;5LOTk
zzeT_~RnK2=bu`1E6-V_fJ~MM1rBvQj3%MvrEICdVP@FPAnT!be$sD1aq~xjTxC?^C
zy7eYKv1cLiryWb#A>pJ4!s0hRJxp}|Zj@n3Jz53#app%g;XVsdPt(G}`n1s@*Ka{u
z#qK5=lUHls*hOAhWy$Tj4LFoJDc#;P?L63YHElmLCWtXPpyqhXhuCJQtiz8*3l*`O
z{K}H_#PP&p)M;6;)SL*yfd!kcs=Z>$1mO;a=@PyhrChambwm>Dm0Ni+W#&F3RNZ;B
zf~+P&<GWcbdC<8*ne;=xLM!5A7eQZniX`zJj`W~6`jaB_Vz&;kQJjRanv4jhjmF%-
zcR60|)z(pDPN-s_OeS!fpp9mHgvE4U&vp27!)xaRP|M-3ZLLr@XICVDFZ0qIufWwh
zZM*!AG$~qb4abczYeJ5{1F&9QSNJ-X`GvM&ej)7PZFs#Yde&1&A?k;-YdD6E&ek(R
zOqV9(@IF!!SC5KFhbr2#8%bS#t*z6BG}x4v-=@#$*st@sO^RDY=JsRw3lSx#tLqn>
zbc#az5;~m3x*tC%eKl&qh?<2Xu_ZQ7e(B1OTIezEDPmhwCG1P}BKut(zwt&5pB-<G
z4_OxUJ01PFi$#F!;&e9s0=l)SB8g)s7XSQZLpb>B4Yy*1Sptp}9;;hV@eQk2{d{#R
z+Hnt&b{3l3&bS`dAUh^m>luHX_`2{63)}S)Q~<4y1IDZwmmq2&*4@@A@M;)ghHTnA
zLP?V#OhdRjwD=48idvE-xJvbAbPrNgbM1d4QhlN79wi8~G#tqnsHvn#O}A_I5_`aw
zHYONp%hRbP@F}`B$A#UdMLU`LD+9;SS|D&j0#;D@%n+^MQcHl{JPzyfe~@FFkaawO
z#8JnW7C~E~u50PwN~<$Dhlw1MOZ}bNsm63#H^~~o@vPbmDR)>%ZO{n)J>WUor6r2$
z&`y@^V2Eq%B~nkG!-f`Un<8(sLfL-e`#2;xIz{Lq53!9IeSwD+__Z9Dpsd}E;`a&Q
zOPeHT;r*0k;!E2^p8cvN2T&9c&RJmMU@aN1k*$eEmI_1ln()|UF(bZCF&aq0xncpG
zc{xTr32};FI>o98|A8!wa3+Jn=kDGipXuPEz($xMKW*31lvD=@QjZg{c`FMzg_biw
zYqi8sd28Pt;g4v83M9$$H737YJm~_CCJX2o!3ydIy*Iw-A68<{-h}Tvc34MRfQ$sC
z-2<+}F^?&hlc1=*;HM-2Rh+Ry&+{8`bc)eK?%u)oi7}ydld=)_in8zz96AwtrxEv3
zv+$Ci((qlLaPYZ?t3Ix9ZGgp0sC78jwcRH{+uVWqV?Q9}x5~fm$KH4|bl800ZI`AY
z<^<`!NRSjI=Bry8KE@MHY^qJM=n6Y*VS8Kw!s)L}M(w}JQm2Tp+l(-^P9rq0?4hWx
z?c`O`AJ#<n5cGTm9U9o4B4!lcRNou;!<%{vC^*eohT^x^D(01<I9>pRbjJ{YI^~B5
zX%;b_w8V4m<N)((R)ljVnE0g_MQ5j%@C<%=o<jb;Xp!`a(d@{pRXkR>{X)X|TihvA
zFH>^xU35>M6C#C)FWO#^qc*e}YXd)OR{Y=s%<EW^Tr_P8bX3ZDqQdw?u6vhH0VYh)
z1Doelz<JV72=P8G4_`QUNOz?1z;Y4}={;X=Icn{sx@IHq_(Pi3bJx*llK*gW`7CRJ
zHF`7H*)*8kbKD|656>mU8BceF5w7#frJVc#&Uhy&Etw^uy4M)3@G(g{nl=tv>Md=7
z719&&uw4*|39DC;qa*~0;G*FXP$rwXa`KZ+VNT>t4B>*|MeNp7sJC=SDm9(q4Y@hN
zDFfLAhyKc$FDG9yDW+rDfgP9ZF+sB&7MKYMy@(Bcc~}4$9Nzb6CnG7rgs-szbyuBI
z1Rp0v@e&6<ydjU?JY=-T1Td;Uta&2N&jRbf{^X>f%SY&*O9i<+1k)YzTDqk%&LKy@
zTTjMVPD|04prA^zJnhQC#V9S*NV<g=C$wCP3%aN_m$gjB|BCVVZltDC8G^CM3!Cno
zNN&-_f+Bo`oas@vO{8s~89D?L>y&pB@q;-6o97Bq%q8g0TmhobC3|6$P{@-X7JbSr
zjU7-`Na7ZH9vy6`M-@SAW)<P}@*<ClOd>a9i||()fm=n2M5;gp_WnDlk90>0NSo5)
zn&Srbfe?$f*3s;`H>pQO?jdcTo1qo_r_bCKR}y?jyF<ovDzV%&KmEoh?3o#QKE=;S
zc2<E%4T}I)Q^U}U(jCcEAt0V|H^9FpKyKE(67?gIbA}MjNwnEqN4uQ3b6n6-4%Yqx
zhkl<AW>U;Watz_nnYr^EAM!P4wBvxenofC=pf@8JhYd}#OF`CiLd&Hs`)E8OqmOz(
zMdU2|{5($U-Sa?%B$nXg4q1fU0`RG&`(-*6qCq_pslF@q{Bqd%yrU^LCvH|q8_9M8
z4OEW1<`nc}_%=N2=>SxpV%eje`ljzqOh}Q(WQEQ*S@3aVX+i0@5`5>rYqnd=1qe}}
zLtOasP52BUijzpsDX#0|d`PEP7N5VuLhXRcK{f&{`xre8_3nuvI0ntpym=rdkzC}x
zo44`he{1DAp0#@KkVnb!EZHQx3}ihVdhuf=xkDr}8twt5^SA6f^&%t5&xCKd=r;a$
z?jIJ5{pM))3b}ru<)+0-`V@I%Stcg7T;yVhIeMKr*PZhNm*{ZvZG3fs{2{&59G$NE
zm!5YUucgRAPk*Exc26b1l4RR2(VsA(41Q&GGOKw?`Lr#t+4+gh#%{&gWFzbRA)Gdi
zmVIs?=Lkf0VoSfR`24AJc6u$(;AQ9f@aP6k(E~<hjxX@QdeEJ7gbR39mPEnRas8nS
zwGygOZ-R$vUYH~(mT($TE-Qg~j2i_I?{g{mi-asUD4@y7xRY6<uc4QvJ4hHGnry5W
z`MG#MY(kkB7-T0-nX>!1NFcHj<ywJ@Q7>ydy~bzof|_nTdLHPmA5$OPKlmKY#-jJ6
z8sr7-pF&e?+^bMcFQiX%%;?T|x));YUPufiOh^-HSVP3!>zxCnsfpCb0cu&YMK<}!
zI%mkWz7@+pp{H|%NOs~`N~pN|$wNlL<k>2+C}U<c_#AXEd9I4AA4&n_J2-JLqcF-C
zGtq@0Cs7?1=vyI&^b%z=%4O+8I%3cQZL@-vD^)NioRulWdb#EvXIv3zR3um6z4d?e
z0SVZdAw(e-9sXSGw9il?RlHCODST|@PYQw70@z#ll8?82(j{;L@##T{p@a!BqOft6
zK!gmIY5J!?V_FS<#ai-Q>_z3NP{%CUX=xP>f-XVQh7vX?J^%v*zI0#Qz1{h;G?hes
z1!Rb_%172ZL!1Jv`uv_Q5+YfNc8*yA>^1U&0Q`#jhidZUxRDN!1VrwhI3+pJst{Rg
z4jBXDLFML`Ckt7LRgPJsCvP3nzx!KZKg!=;Y&;_Y$prFzMq7vKHR{2Q=c>tm?H8VV
zeqEW`J6exLw<X(@BI`6E4FOi9%^tqfK7)x=BcH5h;vspc$*PZ?uGcy69JJ86hAb5-
z%r(L#w1RS=gt@03SNx<q<KKqO>yQ{pnBXJoPl~%YYX(dfuoLNDi_fFa-Oy{HgR4=k
z(YF~ho-VY*-t<_budHI_OBD=e&b47VeGXYjwqck04p}(+WR0>NJHu7WQ=>RUmX*7E
z#|mqt*5__j#ofYP<TD&8eDjz`4OtJr@H9i{X(cce-D}8GBO)`=a7E}vpoQY1lR})t
ze9VkT8x~FMi8iU^RTsJFQbQgd2x~T08eL<2=<=o48a;dIA;)c=FEF7p+w;?}0+b$O
z?LHep0==0N+LnB-vp>dmeC+VXKILyv{b|)FAD?#Hjun2d{zDD<ij^_&lj;c=J^jbP
z9K*lhX{`%c`nn}PZ_dg>SHvTb7EJ3zdGi4gC|?7-#L~Yd?jA{kM-MR}4epa0@K;s4
zjt^8D@ZDDcG8MaY&fL+4GCQnV^>w$sg?+#UjMUx$Zi4-^!rq3mXm+9i`~s6raY``b
zk2wJ~7Pye?H;d|93P>Siq-a`%%zNNmP4&l|IOn-2-(v;PIMH&X6D8q2jcaV{SH859
z^9a5C;0Kbfl#|VZKRpF;5cns^+s>4Avk8w{a%?a{kDJJBkaFa5;+u7gQ`1*e&t*2@
zJ?5F8p^ie}*=InZEh?_SGYPj<5V1VKS(9rmx#BBdlH#&Z+Qrx5?DP_H)_okRfeCHP
zd}-NkRubFdvepbI=9{Z)VN-7{3Y+j3`EzkGZb;(Uc@BwruEgTblbXQ2Bx!3beH2{R
zfDO5M7v)NEbVgd{3L6j{gj^{t*=uZqQ9<Pq1`Yxo6110a=1(HS1r3bWZz=g-wD5lh
z?ESlRGNgsUMAVme2KUqpfR!k32H$-@&7+X(@iNxf8@t{@@N-zq%#ce`7V~56C`Kx+
z0<4zFy%yDkO&01fg2QSVKh%=H3q1!p;-aatgIdV<mFYquXfRQ@HcQswu)t2AJ-Vp+
zkX&RZF>eT$1+kCwHAc4L^=bezCm&JgNMYDq9eJDP1<2Ya8WTr*_wk_n+ln`Jdb1xW
zQ0PLVbsy%i)C%hbier^t#tcAKKVL`gcVsRDNs4LCSWI9$v{SLDs`sYPxHv}cRqA;(
zTVn(JpIwtAsXo3Ng(-;rE?Dr)9)0wr^7o6nwAAvSP<6LDa&ri|e~a0&D|*9Df--ke
zcND6`Bf27afkK{K3W3Z-3P9g^)R6<|Sq)j<TrQwOC$Q+~kEk9A94q}hLLHe|+0>kZ
z<JkyQyFk&IQSSc1VA)N~v6Y~Vt6Qx?HExNl011|-7v!(EG%yg)0}1H*ks5qu%JvrO
z0%e9)JcYejmMO`(jx5<X2TxHknK1_hkxMmwRiyG&qstzhT9qjl@>!Y~Zztj2{&a1m
zT?Kl=tqzscR&7dA`MN|?o3)xawmI@x7OLlGjct08)yr}`D4*&#2z2kb*N&$XCu9Ri
zsJnB>p1^UQ($ekc^oRe(r&{v2&vWoX6_aAA^Axoi`S6woCZc*lR@9Ny&#3B;g})YR
z$xA68<7xU3iye08ClZ+=%Ab{q-;%QMVTm6%KSatx>13_3>tlUoK;unkt|w&$c;z1^
z)H~ObBl_F`x>+%cD<vuDgoYX}j`}hwOV%XsWQTbV-~e1|$-;;1pWlmW!cY9=ZxOT!
zEH*L^`OJP<wZb+H9M-_sbi#=e<8%4A#&KL62J#Vjpuj@J#Bbam(o?hY)uKzQ=SR(V
z(9H_HD_Ov(wEN6nJ%)7CIsKJ*_Uj$%zH7neda9pUCYgKhnT49~?(jn%!fK^DY|(dL
z>vDdrG@Ica#NPi)_emzasgTDu9+8_eFQiV)0wSM?t`m2nw$ZMbDZ5e<vfBLhw5tJT
z&+O0|RfX!Cm$-=o-O3W~g}wzNX`i8raRJtSsnr$7_NMg+uCVizla0x8T=-kmtAkn{
zr!uN@8j|-KT<ge1zCy|6<04cCbO?X-)XNJM8%Jz6&>RKbgZ35=>rNMB;a3}{dZRZK
znK$F^;ITY+(&h8<H>t01q$zmJh9WX|zz*0CPU~<E00IPx>Fx>%K)7Lz)>tvRo#v9R
z1o@_dz#@TcmR^C*#zN2+q-Yn{7w~Ob0ce~5iJQWgPo<v}VEh92`LuI9e3I@kMKLf!
zT^JJmmIdv~-MN|g6B(X&RuQ4cA`d$WjCb$zUP4IoNz9DkAhxR4W7CUU{Ki!lmeUfH
zGwaI&>OWy`p4y>b<@X@7D_Ir??a;TX&a?l>)8lJGo~Jlo;?n0RHJ!n54q`iOH^#qA
zw{NlqvXK@&P8iq<0FS|3psa}$o{c$wf_T$bV&3Z~rjywh^5ZBF51o3gdwBtA+ix#6
zYxUFMfSws5;V$`gSwQ6{Z0$oGS!zHKZd3+5<kjVX9?BS$jFL+QeE|!t^THj?WE!$P
z9k}`)8X+ma#s;NI<!(@Wxn5)moRhgB^kP_Kh4xBGLR$+<(xR~d^>@nlvJ<>ORIw`C
z;O1-Vg76{%dy!02nJBqfDhq;ykTceV3zFdl^|Zi-9CC|cUO-8>4UQn)q$*nwI$>ua
zBkh+22Y2%}V=ks3^EjdJdh1x<S<K7KRdcTEOz5E=poWfhWhq<oJ1mGmf5lapuGpw~
zL(FpdurpB8u+Uu{V}X448219IXM;+I+vLWx8=VkC$c0Y+W0xSp5kh$$P<Jxs+4?*8
zC@+4294>d#S2QzWZ!;`H<0z{Q-dNs6R*&Ftf5$s^tJz>VlCwrU%Aw+lvm|NfX==d-
zfn1*$w@7N>mJLI;daie*xT3H=!H`4V97J?re(uf<rZt%%+=BE$6Jr;dx#ewq43aQc
zmBdOBkbwzgzfvbWn|e>H59$OrpN%H;x~Srz5sb0NNqocGsH!Bv++x^r%~_qinG5{h
zgAAloiUK-(>vUoryb$f-Iz;tvf)?jTvpfP1zxMzmom5+i7J*F%c*${ay2_2mA8I@^
zlo9a?ZjDNJErp0A9W_8qMvH!;*#>(`OJwTIB6SE*W)(VXQCo+E4<kgGXH!s^(1zX;
zy=n184kt7q6#=|u8DKQy9(C$6<ZUoL1`yqh&mGjKZUC8ohsCS!!l+IVG)?qL7N2sK
zd$X6WpLRXd4Hx>Q+s)073p@URwOe?mX!}RVMmF-+y}Q2c!y4nZM(&Vn4YKy4ljjm1
zn$<Ycth_x2srgbeJiv$hNu%ceUH^X7!@d_Vxjv}kWyt<?^+itVPXSn&dJ>mXD(3z%
ze>W$cj;i157vFTa6q>%tuHQ9#iI03Ai`;~|>gG$J`1{(4#1saJ)51?wQ~HxVzI6FE
zJk=Af0h_WL%zWXp9*6so8k>~u(T$(Sw_QXp^0b+b*V)wAAXb!}ApTP1wt7>7UCfza
zMW=7Jm2AWp_mj;B*jOqxoa*u;?`|P%lP#XI^$Ydy_;M_X70p_Bjy&7zUan+m;r9-U
z>RD!G);nQi^B#CVXi9YUg5rEfs+}%uXN2Z9({u&PBT4}8jKVpR=hOay@%wMJd`_{*
z18Vbcuwjs{0ukkSTlMBuG>c!vFIuC9<9oXIPc(ef$tpHcB1$e=s|AT|z2Br&a^|oS
z)pcN!63uWFu=`fW6KzwfjLxiW^KTJ&XlZ&q=*%F4YCX$a@MQ^EqxsF$yEfz!>`e4c
z%qt$*R}8N2@iuQ$AAY8cdUo9lO!{IzIy|P7<ePBKx@`2ube?#_@$?o#$b+oL&An&$
zP*S&yn~#(3UEr>-H{kDo;p+6x&Sp@6Xk!P}YH*08|9WczJ6nE5<pcQC7VB%jHzz8L
zVgtAJpS0Jg|GGbyW0)P^eJP)H=)Nsa;u(*ZH9W(4Vx<{BFHW?7Vo&I{?iSkr={)4^
z%?fWH5W#J{UiWI7V0ixw-)6!)BFz|EagykAs_1pv;N6I?H`D_63y>zo%<j6g{%U3G
z3A#6akr{ie_ilze^&1?!uw!)#Q^#L)YsU83#Iu43!a{<guw}#1&7yeB)&<e!t}iw(
zGEyW$zpU}+6ifA5xLJA#=D*$gDC5|nRGU4i@$UP3P>-;sn>pq<W%_aQZsSaAhW}#D
zt7|h$?;xbaso7DRWIH5FSX1L$S&uRL4VU=Dd@fRgXqorMtGxsdho4~j!mDoY0^eRB
z#MdM=3;Yf;X#Lhur=0RMTfpt3%FpdC%{sqm26NU;9_u_)8mHVRQnwSlKm1-_Qs8|%
z@*v~Abdx|3#5wu5+LJZqx!LvTw19y1@oCAL1mcORR}nKmVzVEFJfH4Q`AAC4ZgKr_
zGg?YAQS>T}lz^TC`TpFmE7`oCR3alhc1EjG*Y1f$nRg<qk&t=G6DzY(XWPF`noVy1
zB&$mGz{K@F$9-z!FExGmK`ug7Z@+wZa`#EQ>gwmjPJe^WJEH?PRD@PDOpiUeyX<$e
zd$;LD%-JVT&dlYj+zah5a3Qkt_gOE=yRGs%WF{2w1X8|FuPoi9X=sRTYB7Injeym>
z_J4j&ZsNqMN>25gxh3DgcMl()zm2zEA(|jo_z|yL#=;vSo_w%v#>$?);xfPS@kIOH
zs5pmgw`g8&QvoJKCox#NC*tRJJx5;ZRwm1@+Pw7z!LzDXQZzSg&#`zGOG7B)ZBKrb
z+%2!4F33GOWS%79yZ_5cJzsjRd?Bc@$jbKD%B@`}>19>W)0t_Ff?rPuX$HS$-BP(1
zF}VCG?tO45%VqvwIUsw+G>lun$Qk{&a$fH?uB8^VY0CGWH~W5Wr(e{yhw;H`v$wF{
z5p3k^&d<yUF{C*~d)oQqv#|SNKZv<vV{!NZVbQK4`~6S6iSI(c&X>Hs=y|qPKr+D~
z&G#OGf!LfS5xngGboj1l``*&Cpf7tW1=-7cs35|}z8B98%#2LlJ_(=BJ|&^C=h=6y
z;VAcH!-dSNt>Pb|9-u>s$X+<P!O3QS{6X+a9c@G$BX_{IRZffdNQ?h%I`>ZhS?p?3
z=NSYD{Qtqf6J(zrK7oDpKS018z`Ff`fIF?EApcJQxYK{B{{{f3EDg{A0J#4X7TYay
z|HUZ`N9@K=)c&Xs-O$@Ho-_mBm)J7@Y28uU0G?Pn?T-4=c8_hXGarxev2??2T^Iwm
zhQa~|eU?aVsLW*aNJfiXOaGE;otK&ft-J8=P79As*+Pe^_Qkk>`C8b=?~5egUT#_O
zlBj~<_37%+z?SN5t!rlI0tJ&%&QP{ACKjznu19Ofq=&B9?LGW`$9Ci*yu|dmeM&G}
z;2AsevW`1#vIdI7uc@QFv+Y@C@6Oo6FQ2`#?)(T7_Pi?d<;n}iFXB!%^1E+>*Nw2>
zKWAXm5dbE8ZCx2tmgMwntuDt9AEu}G$P5pS8;wc~PfOl<#`|`HtNrAHdRVP6kv`X-
z%dw`*b7cJJlQ4nHQL88VyJA+y$kKwxji<|KxhuSEg&y7JChe7PJVf4zDINGY>;FUN
z)oWR&^IHiKxZmlLV{GQ4J1|yS%jM&i!|XyO)hU{N!kXU7ECavJkFtizp$T4wO?M3K
zB<>k7dm8gIwl|_ebocehdt7m{GrZQ<>c8{yTba<7!}dmG@Go&P6?>tI(6fm94EJRk
zX>GX5F~3$8ER)oZs_OTMaIg=WCkIZI3y&y^{%&^Em|Kg;)F8jSs2S}zIFyxO@>Dl7
z1{KoYpB0{GB&A8zEINW;XOr|TWpYfjyx3YF&Kw}TasNT`<8X?hxpgRaLs8-@J@I=L
zP0v5rb3G3Km4=e!!+d`6(Nr+Vr_ctYk{f^YoT~H?T<GhmyXtRxl4H3HPKsaDADUdy
zcsNKp``_*JkJTO6r-IVItW){ltn(0$5cdas5a%3l02nBDXsCGiz)L{^uI_;V9N{5F
z`x1aQc=2)|pVEPS1Ga49?&jsJbt#0w;lQ|+<z@L4PAi-}fEN6Vkoc$MLG=d%0T*z|
z)x!NUp92up(F33m-9rEb#6Q4?T7SQ_|9%_to&9&rL%xIJ+JQ2Be?Sx&)YXAu1hnN3
z+0s&$?{9M~E#>$C<itaqMN36K<pUf>JkXqf0WKaeGW3;^=Tkmpb#NgEwEVCTaG}U|
z`meOWg#w@QU)I2dET6LMKeH+Eojz340dqhwKlgykUhaX1a{9>doj!nu{8RP6DdQi$
z;@`c(L0<rx{EuKEWlsMK6%s&o{5R}JhC}Sff1yMkY6`%YG;t2Rz<2sk5&tPRB%t7b
zVMDqSIB0M4OLIX4m7pLf1O)ycjO-r<CG!U)^Ps=~X!IW){}%#N`A{eSnXIy>mHsKL
zoZSCP*uN_M4}mcMZ^C{ZCW3(Qw0O&ccP<v^OpOH7&@pmI6aN2*_^C(-O#hGi{wMCJ
zg7iN|+8?X^FA6{X*IxfK<C0eRr^03B|2GPk0RT$>81erzjmv-mjdvEWoB6`c5-|TK
zl@AfYJPH4kQvL{gpa2D>f9T}T;Qg;U`G<e_PjFaeWC6?ji^D1_^S{%{U)}$|)X7&@
z#{aWU=+vc8=>Cs7IS}^0=;WYX|3xRte?9(xW+#dVc(nfjr<GPzV)%DQ^cRHozdND>
zX9aj{DFB+*)!pxMkh9N!hpJ`xH>g@2ZOi`#RJ%X9KLbKw^$hhuV8Cb$fIraw2av69
zh?fTlWMTpm2P_E&f`FMpG(Zdt{DI=VK+r#N5J&|027zdb!T(AvhWsOy4pU6?k2qA~
zAmjd5kTTBm(&bBmo|pXi<Rqm*%36jd&;xEj_!AfY6Ge>kB)v`rHA9yo;knD3S`qtH
z5E2HJpu^CB1waram<9>n?*j1xEusbg34e+KA7BU#l$MSj24^?|WN1YIO{bxOKxt@c
z52^u&1L+_rl9riYMw5=k+?ig$A0<mnFM$baHFdD!M^=R7Tmqut3~cNioLs^pqGD)q
zc?Cr!<<lzKI=XuL28LJ*ODk&|TRVGKH+PToo?hO8mxF?@goIv=j){$nPq;zK$RuZF
z=j7()m)<U;lvh+%RX5*hX>GfE@BV|%r(NC8dY<?8jgF1KoOm_)dg{aM$GQ21PXI#w
zkJX=R>%TTOw|*bU1?cloEa3A{vi~9%5|9f5h0;Lj599(vt{e!CgwpcM&@pS8(>wdK
z2*?s)D6RC8rVhBE9Daq>C18YsO-TNO@Q(x0{z&$p2^RJLNV0zl_Aj}nLE0ebpFjtN
z(!uHI=-`ZSATS<dJP5~_kNpYEe*^2Ez<Cgk|1<0ZOu$fDT6%hVM&O?Zg+THAufzUZ
zz%1SNr$CG}V8EDYkRT1vi*7L#J{|jvPi1U0k7N&OMtdW?b>yk}u}fNO6)CNJG<A~b
zWA=X4V1u&mQ<6tPd=+2=+EXGlUfa4*izP4;HHLS|zD4yqj*p>GMABfiB53Oz6lk=?
zrLYADaVf+T^~At3dg!%bF)+>|Rz-Q~o7w|V49S^Qj=@tNG^>s!*rWYCLEXYCnRJl|
zQjp|P{$g545?8n!3gl9N22sp0M^PV)48%b4k(NYHo=Pyqv)fj;cpo&T0;(-7@D9jg
zn*v=#YmK#S<B1r=Y@x1UbEZ2;KB#<VJeP6=gB+c`Me?%;rTQ|8F9(krns|mi09Cam
zSx%O_L<&G!2&pepDr4*8dR<pDBGLNnJI&jvHl>DwHP1MHn!VN(3H#Jv#uA!7cF8-d
za<y!Gjj`evTsVCn6qT5$amPj{)pEh9W$#<${XtsPy*j0_`F&9K^^E~5TTf0Wuks|T
zUnwefgp^1zq;a>MXIZyQMx;Qu!6PxN3YSP0cY!)=oe2sgRs|~2Ro2HK8|xC~cjs{q
zS07#Cfv8lTsO|Tk@3BiCn75!fwe(;}7VpE$&7^j#M_O%b3Ov;ZMDuo7ud3erxDO%@
z(@HG0_s6Hy&}H{oW++vhRf{;EXDqw-W%mJ{PfxwkS%tb~8<|(Ir!QXHvoY^&^cU-2
zc#y_WEL=6R2r(Y7&f=(wj`$XdWK(&ZY>BhPzj2tpUK?cg>)PH~Ph{n@Ea8+!k#Rt{
z9M3$BY4Voqs)o!?&8cto7q4G=Z206gF<A7YVBi)`t|k9h-}_y+>Z0X+5c>?hND2F>
z;XdfZuWgp?pSKdX!oSZu4p1n|*MAPa->rPMv2*rG=UqbU-F=XqfWp&#&{c~kYl|9S
zOv1wTmWb~I*-QJNPX#pnsXwmoJ<`ed9om&^G5hVN^knwyF70K*Q#uYWiY489D6jRm
z2MT?j{2bMO^yD1<2hu%VL#ubhbW(0`CAFdkCj=Uc<)|PGOLyz@Rot=U8|Dx2#=WFr
zFvs+Jj@OP_5nf8G6N<GNU#b``SYKnf+6r=F^%c(0SPx1OUj000BQs3<)L(Rmslu>*
zXg$lg{qlOT-c6(9K^z(4<pX<fPn&?ez~<yqkt(~}#SHi!yBz7Q^a=7^R$H|I9Q~1N
zC5A$UZb3SWML$O$NiDBq9lYrSpG&UY7tC(;Z9l#JMAl||AN2IB<8P<$Y6C@Qu<4Gw
zcQ$Tp*R?Qxf`=AwU2jkQX6-m3JAIw@>Q1)*gj<`&>X17)ux}?%<G#s}bNN%2PH$>2
zBttahUTkF$-^^Bl>K})*p#^^mZm+-SWzWGphn3G3k%Gm*KX|v!pYl@ESRIwhxHFqL
zP<PWnePs758D@}gsBy)?PnXp)(WnlV(_gIne5R(d^_-yfXrvG}_mqBH<TzN+Qg|^C
zmyTg*9_2*eMC*TB1V8kwC`qYB@_=M$u`Vga(+2LvS`U3HkKpX{`!W3&gd)yb<!)W?
zG2remHxPr|&&bu)K;;#~HeOCTyhy34+y@nAT~ye83&I}7dh>}>QD6rJtKvF(`x~(!
z{3WG5u+<B7cP9zso-E8!qf3%1?xva7`&ATiwD;Vru+{-}_QWUiw?KN<c^p*(dJB;!
zn)UI~mYkIrszKwB0&mh;ee1h8=;BLX`#V;jpL^4~>dSi+>sNd$K53^{k!jVfPGt0^
zr7L73W(do~DqB#Cb%d)*%LMXUz$zpy^1%4oRgkB>UP@hP5N9!i39B?iduK6V3tnth
z?Ljs3mL{w;8vDaTWxcoQ$T$}<`M6BfG9IE^F&@NM0v52mUuiiWm&SC)OAM0Z3lfw6
zd=cGQNzY(xkqjxLEzO}LV&J-HN-+)HEfNm>oD4<)4kV#YBh*sF>D@3CgwLXMRL~aF
znd23Vm_x~6x}&zFDLZlJOWR%hpo^_Z*F92qNua(<Tc51C#=gpIWl81yDtc$NZJF7>
zO@@6cyPI)l&mBV>G^V|vYd1vM2MuXF!8mpbWYig65W3!h^BJJw&c`|ePLolDoF8g0
z29^#-x0EK~Xkz(LJLWCFaUfkK)>BHpkb5<warSsL1V_`&_XUIcO$XW{6FpJ8EnqmS
z^QonNXjbd_OZ%YkVS)I`oxTQzM?s|wjKQNgdS>gq{3Xd#w`+TSOMhxy!8i^<>ZZH#
zM|||H0iP(Pc~m>dm&b&A?6nv&&bQjKt?v4r@lq8!m)-1^Q)B%#5S2VOA}p#LZmL^@
zC4+AYvF1-`{2Y9s=!7L^M9P|r=cG&B-0fR5mJhWAXEU}6I&2kn*l?-HV2-z^Zv~8D
zw^}KIygMzmlSTa*#C&Vq-uI0vOR0~kyKX@xsD04GkT3kx-@7raq%rTXuq+M~qlXuD
zl*=9zFy1GQ#L~-yz0vLW#dnm<Cq%q;y`h({E%jZWuD?7Wwei_sDC0U0*k#~t&kj>n
z-s5>~(VGjSEEx80%xH~kJQh|}qZ)55Ws81^(deF&lGyFbn7Sm1?M=epOuXO~_L|3H
z_v6NsI#AHB)CKF*JRbkXFYh1jgY@F(_STXFon9?yM3xJ`99S;2-s0WOWpUXDz4v{!
z(hYX4eK3Bi?#YC4)n2&D%aGP8;eAl*h2Yowpfkd|QxWZZS+w=Q+;l2f|I*&8-@O{&
zZ}<GHSt<iudHU3ceb7?L(9&q6pxxYkV3ry++8bz`EJ{l5-I1~WS_>FRd2rGC(5JNB
zvrmd^>PLEbzkN;*6+?Pm{^Ge03cYg;_;?(=>+Kk^TB5}JuyVp4G%}!Ye)TiS5F-!1
z*I+?k>wZ0>+|U#9Q$aIR&#R;of@@jc9><Qiz;21#m%CNm@Pyc4os;nKl;C3b;FLUz
z;wtR01nYp7TSk5EXLc;8^jw)<1&5awPNpStD@Y8bGAuz7{YmRc@*a@D3*zXW+xzXl
z_2>zjAMgC80&2f|!s*-6!?KKKk^5E7?Zro8(S71<4}YSWXCoDh<<(fNM?JrsjfKdW
zwA!pnc-Co(6*JC?Kdf^IoS*O+!t^wzR2wvnGq=j~z8$8$7F(}vaVPaFFVGD{o693x
z=~n2kJAHJ1POn!DrM@ktmcQwF{9vLL@K`|_nV4?@69~hfJ6Xe1n)5HCd2ADK{2e>@
zb{>>7Hw+d%{3(9lNikBgEWL+!`*Kr1Z=TidlzM$0h~&(;36JFO5N|q7Qk{jWB@_pZ
z%I!BmTSp44R-0Q82lVifY`5mO$S+TvRqn^YMl7oZD~-k-7Lh!CFSUT*Ld-MH3N3c`
zZK=VU=y-y?*L>|Jt7g4H!*m5)xhlgZAUdMKQ4ukSu?45tQB%4|aWw_5{70l4-5?|h
zzWU_ls6?ox>M%4>bZ4#HXnre*&P2Kur1g@UA*)(o9F(3vM!Nc9;EelfC5@MTIbHK?
ze!adh#3M?<SUe4Q%^yeGQjuMmUhO!{XHT}&^mfJ^vp-@f*^0Fgx(;Z+nXA@q^^5e|
zeq3*$FilhKMRA!xVHb&hn{FDVuipjtK{mpM@=dQ~9&TinFt)(nSp5{N%vbTTQQUKS
zU%5BUo0ktYMnAi`V5wV4vp+Ia1*-X8;ixZ~BY+?95(0i=Pp-+xy1hvocuUB-%pOl(
z<^t(1;c3hp?9(j3AL|Tg6?6?sBM}T|Tb3=F4CrVn0tHvc0Aq)c{7|1kzNf7VXgN?I
zfr;)%?N&GECvKH45V`bJo{#ebLm{iB&hk4jT^2Ki;n!=tynqoT-Zu0OC*4t_xMJv_
z5)|7y^t*5B?r7M3jmcsgar>noI~hK8nqKT15~keOr8Zp3Jw1_$tYq_jPz^Sxx2`NM
ze_{<B>FaGyzs=ghUlA$~?j4~2u6CcfX`yL#<NxC5%Hx^-|M+{GEk`OEWqoyswM|rP
z=}<m|7-M#jbr;%JD%I+nZ!wjQm2ylN@rm8&q(fibD&pJP;afU<yL>~ZqrMb=?|zT|
zEbC*R&+GMiUa$9OK=QKoY!Ul<88UgV$FZ_*>iXKF!-Bt4TT{$q*G~CPas6v{{6JZk
zv1WYqQ2S@cI`<2eSX-;zA1%t9@b8ln7u)-EbOiX&&wT&z)##qK`U`tuiD##ugJsT^
z8Ab0t40IcVQyOFT9;CcQy;H(9;U4pM6qkL9OSe}_MCkE=PX^D@loWM1F@4a9o!b`n
z_D6oF-<+lITBiphpHeb~XD+>oJ{~p#c9tz#yLVr-ZxiahA%lCb=G(=qNB^UKtNhUf
zuAjWIt)}`_PuH@%@BH<{@$6|A>k<4I%VZ&TwRga*p}Gn$rDPK+a7qzE{8PUthX2{S
zyyrdENv3+ny+_+A09DRq`#JeaEPU|0LYOHGw|;aKhBKWPCAx~*(Oa1z;@`#K3@6iR
zP4#RQKwi*%XuF+Z&wo2Pk-JfBNzg7}<0)%<x=vYc<a;Df&gZ0p#%%sHL9V8lH<#@*
zwPt2oVpyvA3wzE%BlCbJe|h$eq8XoQEe*%ErMqIUJ~Zm8Lu>S$z;^~K@r`Tcv~&BL
zhhB`2NKXDKF8j>(x!!iezG`*1XGxymIMu&0LA1JO1ULueuRioc@GaoVgR%qZx`%1|
zq;ub0xpe8o_cPl3B9G>@)kVqUH^ByxyXVM2Y4krdGige}k49JcP;?eHj)3cB<eJx}
z<cgt=M~o3rKVwEey43yK_sciBzQdnVuYVZ*qx1Uu|7=U!@5H26T}>|=DjBXyTR#}L
z@f|;Y8tR>}{OPmh>H3hLSATZLBpv3jE6pF9KVz^C+!#9Tp8jErdZ~8B!x`<m&FfBl
z=p?T0=4jo*lV=nmlfFcE@JlRqiSW|++g*j@)H$i_kSI5F6h#-jqhD4X;tE1s>sO33
z7t`*pms#;W!#J88aXnx-mnk-jgyT52DJUDepR?g*MGS{cXOw21EOOsr3$7e$R(i6S
zTT?N|+$tSnTY~y<6Y*A@q>~vA4y=Y{&sd3Q;`Y{T1~X(D5&s}_BK_y?9sf{(XC#+t
zwj~IpUswJX-4U`vE57R5oMV_?5gxMCcQBS7$9c%9e}TpMeWtq4Y2@2+kI6?L<mvyS
z?WAY;H-Y8x0q;(^f8_TDiV30JF$%e94&vazy~Co0$-xR(fO>KN&Onb4TQ>f1Y!yWv
zG`}(}9*sO$;;x>pel1<{vQQ-2Ds&k`aTPUF0SXi`;j-W9);?lCL3Y2|0dbqgj8#92
zdWtmvdpzslnR(h2#Oai1`thoDd2|e+iFqm$VF3Y`({VAU>-Iy$nd-|P$ahHv7ha$4
z#ry7^?E#`lrL{N@n;&{mq?5Z)FW7=5u0eu=y|WeINK0r4Gi0_5oDh{OD~KS}k~V)M
zU837%AT-slI8s^KtE_bXzIeqE#MM!e&3C$T;z$2lG8*fBKbla9i>S+RwyAo0Ab)G^
zl4<DZoySWZYnUAC3Urt6O7ZUsbq?*S0EDyRTB7>nGjZ-M3;cTCYBQ-sjMm$~X~o0%
z!+Ywk{bsfvG4?HdQjtrq8UYu0XBksOCzUtvml~J7?G4y>=;(Kex}}5XA+#$|p5MKV
z7qW3%&lH~v)@Z^S&N_%xMHy~fvsp}wWZz6RePy}Q_}yVvw@}*^w)yK(>)S?$miRfw
zO{n!!!B(ero}z@x5%9EhCEy+XUYq3b&KzX3KJUByZNQ&sXg2-1ahh%-ds+td%d_RX
z%RWAqDQJY`r-8rmFXaCfxcyzD;N<toiC9Lwu8CG2D-{5xAlmn{rD1U*U!sd;T7_Ry
zKV^+-*2t{LO+n(778e0nUmZt{laoRTQtE(YlI?{K{WZfJ9=BN%Ke@EmfTc^E-A|&q
zkZ%2^Kln{R5FUZ}&Qs_A=w+-(<UaInv2+|gpPp3q8$TfsaX5Wqh#%;2<45h9XYhTM
z___OZ#nv}kWB)mxQ;v>)<h_q}OW;JoW(b_bpTu(oKw9lTmZs)w91y1`<~95)uT>Nw
z_JVCOx$GSmprdSK1(Bu`@Sn-Hin*<Y6iiCAl2E!HB_vf%(_Z3bP%!rQKT~fr*9(@$
z*omg+O6hZ41L-^ZiMfpkajc-~c8yb)jkDC#_TaKVn+j!oA}0JzRb#>TvJbJn)oh^<
zH$72sgtq0P$-T7g+0c4@`uo)d0)nVbwMsT?pmRlC_u|!q$`K$@CYNRZxZiV{Y&nzu
zXW6IMjGuok?;~Q&kq}t!_SA0~{yGB4SARS^JMisD*^g`2qaW;jGZ343ym;1NOIKNc
z^PcvjmzMXOk=c1}+|n<EaOp_h#k3g;tKC0$k}Qt~Th3|Twwp%)E&NZ$Z|Q&LkATmm
zzWwVWru+p@3(yzrOiRRFZCc*8bjqiSkl+!J5L*+oJH<Fu{IGJGaNOglXF;|CkRv)%
z)3(BZpSHy{s(fBo>Uu8_%n8V49;vw08z56=`PY>-4t)fRt%hDKV~pM~9M9j6*mL7d
z5A~<TJR)Y3?Kw|>QXMJ78E4$Af7iw9Mx1x?#?aQ#&eOq*8oX|)U?;_44E46Uf$`q;
za0_!Gk1<t@vEQI1D!B+6tP2(4I0STkzUYa1iz*hidK%p@Pog4c<ZRMx(#R-SXIYM$
zE}=VSKXSxH>?}A}a|N{}FW5|bvouDI+RERF<qa_(7t4X+URj-BWj=)oj&VB5E@Zf3
z&*jrNvLK;r(`VP<*s7Y^(dANFUUaBBUx_AMWsIX=rLU8Eg<fB)vC{st`ep3F2U>^K
zjH&c*%igH*=#nOLXaI9p(L2MGX0&{oEBOxBI7?vTMvb)LIz+>rjjGrp*~!3|JY>Zh
z9ghoN#)OW_M9l{boD2sND}N3%scqD@Su};g($LL*AjB3i4~BJpqS<8PC`N*g$(=i}
z17zsgmPuy|B0Ul3H*@$^OXD|kW?o<u_S<S-D|d^wBThTb*K}J&S5RxFiD|wiT#FFD
znP|7PW0_zSQ*PNRTEfOX(Ar1YPqzg^@zzCDTazCfpXs!1(vj)87cE`Qp;Eu{E61zd
zAOAhKmvd`dfMux3YDZ>geh&Wr=YZXU(^|VRv!c}1i?j}Qq|AmnBjBYn4z==(N!FZH
zZ$?j3&39VmB(Q?_zJFC|4Q9mjk!cFzU25q_uc|zY5C1FaoHne|C{r(B`^*q1zvVOv
z61PX9N#o<qW4E|Vj5LFRJ!<axh$!mv<c<7G;lpR76bxr6w|G9y1M<FEpJ`8fprpWZ
z)f7!BVi*3r@p5Poq=v*fk~T%e<u0(A!)?;-X_JJ;X4rliIM1JTVL+msEI1yD+IG<b
zBcE|TqC)3V+H@`snRBzX#4UPYL;Mnz@L4^Uf#yaJh&Z=)59hpV-B9+UX)oB}GovV4
zMynPMC-66gBS(TvH`ND~Em#lz=ML^s?y8I&*5bSRjekU6S)9PnjtzV7qD|DpA-<b`
zCwyoy<8Ilo1;lSSouGfEJ22cMb&l#gT+_7`1-1&h_U~!|6Xc94;FQ)*7TuOkE>|Y1
z@w#tpx8nQUApg6XbJ~6IX8SY7v|So4Kl{$$>lRXxxcp?L0;JxFeRo;^_~ARt`_cvA
zuM^)TYxn5fD@W&8ur(M->w<^Eu5A{Y0+g?>NQU`JC)D;}Ib)&iS|Turn@Aej@2TM0
z{?Ngytms>)9Y!C?=Q|}*Fok-fYWXd7E#PK}(`Pknd@P>T%UP!MHyy9(>7V{Bd$1jG
zc#!YH$nn1HWxny%t0o76rV8)J1Dv4~v5>9C_ssadYt!n+ZS7h#QTI8yVgv}f{;x5<
zonO@{nKkh5grT2M2X%E>Kfr&#W6P|e^&{Zs`hkGef2J?6T&lTrVt7#w_vc_gI)?qM
zEAGZi*m`bk99lLkKQDZ_dhq@T_(S*%a_QgB|Lm^m8PE#+*%RhJ@mhCj1jNe9J|_R$
z+a25cQ4mTy(})~(u04lOT<$N~>v3G_F*YWG5!!Q~@7E!9dZ)dmEllevQA^3L;z-gu
zQ;!gHMRP!-is#Fup7b51%PLoQb=`6p*nuf^EWtCy{%oAJj>q#5-(4r2>|7=jc1JY;
zdcQ8OS*veOM(l4@ZnbQyr5QX6!u7`LNc+(c|LD~kW{m4XqP0jX5EPncQYMX7AR^z$
z^@t-bLUBw|LANep%r=Ek=%7o^3pUu}CbMQYM!jHXqIPb9f#M_hfJ89Qw8VVCJX#K3
zn;*}jQ<P7H*sY?2igG13!`fM~wsKwt5wmP*6g9Sx2ia<{=uUO`rK}qKg9qx#{fpa<
z$p~>NY{i9pr``62edBr4o(hf!qvaX7%6N#PgaUBsLTpCf_w;L3vJ^T-^2xs`_|zNy
z8t#1osPEu9GWQezp<vq{atQi$s^d~}gNyd(9abY6H_jv|lLb-6HIss<DS_RHy%T*K
zFQ`}nu3zU*H_ujFyp)kI)ha7D(Jm^i0wX255P#cI+ZWx<v1|}uoue;A*N`e2pz?nn
zwYkiV;I9+aV0Mv9ve-CyC{uRd2TP(@&H(cihZWo~A=XhmSC<l_04JQBm?6O-V4**!
zk~d#vkBsNeVcAF2K{w*ORqYA|j!n2I(XLvM=}o&g2r91&Ec^cbp0+aKfjs9S;u`70
z&$2wa!&tpsW)(5*_~~|LN5y*NF1g}GWTU!6>i!~B?Dk6vG0?wQVgw~5X~2m2<C=8u
z+5?XVByd}7Vpr5Q)5I>NZpzP#@W65RUg5+ZG2wU__jSf-yC^#*4XMF6<B{ZUBqVAa
zd_#t7(59b_8<#C*QIT=?@}pjl^=4XPSVi!;csTuG?wPyKx%unzzV9gBqX*fxy9#1-
zQ0*LLipK+k5KC6~awrvvAn10E_<lj;Q^a~-bpsp2JqvHx5l%y-Y`%NtE9j2wtroq$
zaN1{geqw3ZdtAum3Prr<qRpZUFW7E9;ff0%SNz-_D~sr0`@}f~mwBHV&-X}&r(6c@
zsXN0_ZD*nDU1+Ygdu&C=r8GR`dmo_*Gun=m5iZ*)#3G{ZNMa2pfx(=tlcf#9Gs>A9
zJwb;-ZJ6e0*GP4CKN@1=T$x|(#|Ur0kCR<=d0jc4l?wiZ<-!XW2YP||x#e!9utEB<
zar;fHPDLGq=WXS3X#4?@SF6<5ma|(@kus`)7mgCD7oF6vShall(vB6)=V$zgbUt5v
zx7C>TnRQt)0K1E9&yDY<wL+XSw5Kbm|51qd<?Ry&wN<-D!0!Vm21d{75;F`HxzT={
zD~gXJpzglS2-xFISbP<=*GVEMBVgB!KOjdAC>dTdXxYBFVmov>9?uN;82NO|k9X<1
z%B_K}HEAn^=QKa2+7{C>kHX7eJ|6-1KWTh5KYNdkJKN#YULAk&G5y(;|Gr&b3CCRG
z%YVCC@&va_@gR0>tnqZBj>pE<nT53Nq0s!gP3?ds>EIOqrrKSQ{~8?~;~M_Xa>Vg8
z9pgf8w&cp6v++svTd^*pLKMSdQm=`FQJZYOl;)&^6FJM;{M>XN!Kiu7;stOIiYlIt
zI1^1>c*Zm_2ogQ64PrqN3H9gd6@2Jb!32l666!}+w@CaMLHX0!Rx`zfTve|2K@I*;
z5p|zHe>+EzQE<mtX-U+0fYrq3+;QAqq%cXr^0H!2dvBpxw${$3+mDx#D(qS9NP~vA
zNxT5RZ4ZabfA58Sn#a}8Hanv>az(*n3p+e&Y@kPpDNs#7NuZc+6cy|I*qFL(MUcgY
zK6?8O^}4K%V+Nd=AJ6#~_Hv=<Wc!b*#txrhtIT1^Vpfzr_<hSU|3zOTA6dO5{{1o>
z=T|r*%<a;%Cu<1XqNACXb6?IL{@f>g^|kb@=ZoxJXHHE=%7X6vyXDRlX8$Fo@~dHC
ziATY{zK1rPj@FIuPc7QqA=&ahzi|IR+~(TJZNCcu)ko+Rj*QXqX;a0<TF8nE=wF27
zeZj=RWU>(R)+AEzGlTJw^lP2hw5~@SOV;<&Mq3V_l#(;n>n8TbREG&2CXrNLg6+JQ
z`wk{)LiIPz#ac|B7hhb{AFsuZ(w-3H>wSdSMRG&!G%>U)4_C7sPG?f+7*AV-T0|d(
z+T2vv(-}UYDB+~Gm(}7Y0b$|^L{%3Q?e4J12h|4b+sAc<u;KsH?^f$u?**a`mI^Az
z)F=&Br<H1sr!fy1?_4>@KR<r5dMrXB2-cp|O@N)w`G}H?#_622n0v*tog$SMW20&z
zciEt0M=X8YH-<Lda6cb2CEr~#V}6Wtp<#Faj=s}EobLmTRb{Ui54CRM$*2!%7pTB&
zuX$V<cMf75LYI|rtx@aqVIdJRTLV7DMf;q8j;f+y&#9c|3)T=pOAS#MBi=$`;}e-F
z%=#_()jbrP9q~DT;A5A)9K%r(3UABVgaf{@f6iz=leWOPFBLqd-%qWcIRgIF!any0
zW2(ACd0aZNo_2Q|FHr>X_&~1is%AXjZ=ePY=7+>JYN{Yq!85Yl%+OWoM!KN@(T!lb
znRsB*VzvpLT*NrG)io`-ys?6gp)e?^y6fd43NGwnl;c3Yyr+?s^&S`3qTe)}xU??2
z9*m~W7Pia}0aFEO)UW*-XqaFXu~it>TEt<q=3rH2J+tZI@Z!x*0Z)?#Zh-j#nQ@1B
zx!;HVtKqxkz#=jf=5NgTsm1M8YNy1R;M#7)v%^q~KXc6KhPV1W`9eL!Hz%HTKtxiy
zbx+xU-@Sh7S_O;q*3T$P-VEv0zZH8vLvv*=3poB)@$p8F&H1ZWpj>pUbVd4i(?7#V
zYr@H4_j(ACQYN1o`+d!12z=U;Z~nwf&N6~Jr1P(BvF|(|-toL*WedER86MAi{Kwvm
z{kf5t-Zjk3DlK$J?XdgA*dFd(Ic8l2vH7tA6q5L<N9s%=K;SB(%`|0#Wdu27{7Vr0
zR3eT^lFkgKtuRNl9wA9RpOaMkW0yB;pR=v#N_M?SEycCUy=by*FA$2K>NHOf+KE`R
z7^~#f7$KIITFBo+g2G<0WI-kT*Z_tdgDJM5V4i9=>+cop1yKU27z^_Um<s#&h7A>#
zn%s=B#Qx40f)2-adm>1oo5eQJInW#Vx#EgiAiE`MbOol1NW-&eVjBg!weO3CAo_)5
zMEg$V1-ci}hia|q|Cqtq)<Qvvpu!9J;9rZ^V?};!pL-(vP*Mpg!&XqN*sU#OPkW_%
zrN5%tjP9IysABJux-2thRxxW<%qJyT>fVkpoP{rtWySPY{O{a5Y_}lMvo0?)9P4|{
znPRLt<Gt%W{~hZ}dw2;3oT~_<BxjQd0m<{YOSl(=m?fOgYK1+BvL}m28)4ULRL|Ew
zG_Oj;o}bF_rd{vKX5eO2hSByd5`?0`_loKi30e{p{81Z6Ki+rKj6e8VNjU8l+C^Zl
zIxQB#KVUZGoV)4w=oklPHk%bHkp9M^D-P7s6`(*ej}dsis7^ZbAX*zcD^Lu!*UnZX
ziLPlePnBMgEq-(i+1`rl$JvbH-Q>H}pOo$f+}CLB`(M9gm`J`E9mP=`tDmIBvdka*
z<MuAx3zj?bN|R%}LI;7NS2vuv;h<(eGC`1fxP_nP1)@865BkFt+gQkyk=DMgd)iV-
z8TRol;eUm(u*{?Ma_P*l;RFen_%-5^)Iq#Md?MKc2-0d@-5B%wQ34xJ7Cohd=iE#e
zdJQmAYp2oSWAu;wibjhPl>E*3p?3@E|22RWA*w{}Vf8_jaG9x^TB)?eJ4=0)+S|OI
zkRV%dV6u3ts8}3`IO@>)rHY+G%+t!XdaZ6d;vB&Z37%YHWP?WjfwYxj?%MALE5}7M
zqj_h@+UZwN`~TkR?$#d5;$DQaFIT~e3D<RqL6L{fk5A4U-fc1%@cTqpwTFsWbnw&s
zEHm~+6hwy#<{I(ubj&1f$fC>;WPCo#-Ok!w0g1x0uCmXrHJJItt7lTTjC;1bbY%^9
zWy{bL_6YF3sm=en^pD}{Y3HK{g?sM*JcN}l$bGpoX78$|fH&>KpIZj|s*1Oa33op+
zRK4@>#%tToKIaeq)4RNNFfsq~&p(#mEBjOpHn>J}t`5B{-hAV87*zd-SfSq*)IR#T
z=Q)&*&m@e1sS^fUd$~5~=xZ!;Q&Y4Ly?xf#uy)_Hy_LbWpilp(!(hd!owMp-JoOp{
zyRz@L#g#0?vdvuw^I3qZBAhIS3?iBvqY%<D8|j;2uVtGtb49mw`;=}{@^PhGITOO?
z(AybYhe$UmkwHy8Y_JDmqO&pPhlmsN@ujLl-9sl3a-kr3MUQv}WIV5>)PJ~_3|2F#
z<!U#%7YMB32I`tjd?CP=;wOm_ImU%}8>(nQa!i=)n5Ff2r2{hVlg>f!LnRvUX0dz`
zFIKmojjzpBxAPjPurK^p>)qA7gnJMTHZnNdxwBtaG~lKOa+2WqqJWl#<U%|Z#nHcr
zP_6~qV5W;qXGLtr3XbTSPH>u>ae`bZsA!?r1E!#mRNey3FTvO-g6@#+Boow4R(#~|
z=YEICLuzrdGFaWxZD)Ui^I^Vtt@s2C0NCI-C$+vzfz*R=N+Bg}6@!a)#dQ@g!he;W
zi`F-^3lz{Z^^5vo!!go)#E~Xgm};dKQMG`@ayZ#x-s!6Pq{cLn4epf_<fbqb{~~&9
zOun`kan8}F%=pyp&zPJDR*1TM`d11HB!G3j=z6(V%teFMJDmzf8aAUg5nMZ7Fl^D;
zu&56}zuE4(LQp|g2&6<sGAwi<HpqONMXwEIfrz?eCX9+KogfLho|EOb7X(QB_AdQ(
zZ`UXe*Uqk;O2=$yR=waya05}hTe^vsHRdg-U9ic&>CB_Z7s!XGRr~tm=pPJjZ1ZXT
zILlNb_+s&X)6Li2(qbjzY|;_d!o__U#x!kk&6}y{s86UOi?sl<o4-HbXI?m1NzuJw
z%$UE%mQ4**c|viHyPr)nenv-KV?*J)0r<i1kS(eK2Nj|))vaH*tR|H9HpPH<tie~u
z?r+w=Tv~uQ-IX{v?Mj}z3_3@7-zDx|{H$4p6kNQZH1;Cr--ne!V!#nQ&O7~9|1ud&
zmr46|3jO6z@3B4*DQE`dP$v#(g6>`oXtZ~G#EqCxG(42V%w^+WN#G=;-Chy5xFxzb
z1b6=N1pVKRtxMYylpAGM8>{-Q{^mzWLSIWA<M*@$ryeX(XDHb9i(YE0O8Eq))v9pn
z%e8u%c#{GDUrW?M-E_W63`_?s2lvgV9pkIB5SI(L-dQ&1|2e$6;73!3_t}q7tT>VU
z_mmHJeFyu7gxJ=>>_uye`b7bjC9ZYpsY~GO{+xevNHnIv<I&Hw=d6_BrpqVGa^D0T
zLGAvo>&SxxeTrWS{E%G%enUO;t18YshfLxD`JU)Tr?Tu?^xt^{vGwXA_0#nGwKZEu
zKn=S2=iqRyYCrN<idXHAvi}CI9DfmT4LnS553QbYsHWYw`D*Bu^v_`tQ@&KQ;e%i;
z^Zfne4GD=h;|D{8526{NEnRjUCFjw>H-@vQ8BRFN96D+LuW=Bt<x`jZXv^~FVjFu9
zOV0bE$zdC;lwA8+Z^D++0aPFoi5MT_<XVyf4*C>gxx$`;+B7iLm9}y=UghLX`wb3k
zM{|-~!30TE>h^HNTGTl!pGB^ChLCLBC8=|!6vd}B#4c$>NcSJ=|H@x>gj$$4ln4kU
zTV9sCTrYH3Rz1)5TqBg862{azQ+vWA$0Cj@CVoj?R108+gtEwkn^|C?6DOq7O#xdF
zcTVhGi3<~CK>>JnKFtd-YkrylssQpGx^V*%TT-zEP{nIBG7_ZxqXdB*_B3^Vh<Dq$
zBglhbi4XUScsz0xo2{t6o?VY~=(;M-DXm<{#yV>sa_!8KX3RX;AP&(pwb*3ymwq0@
zdk|c`e(Jhzi^hh6eU*Abf=te9M(rjidJpRAPF<JIJgFh*uXR3q55Yrm7qs--5$Erw
z{I1f$orB=o^}H4adl5{OEo+%q8`sX7g*cCvf9&VM{sFF>jc(^z$!&z#FZ6y!@FM?k
z#MwqksA&AfpF0m#yJ(*naNEPE6HVKZu}&CzkNDyu5GKfGgbIr5q#llJ*8g$M+^)6a
zWA#g~7;wF;_DC<57vkuQGM40oh5*(Tb0VZ>ke<9X&on!0zq4__e#r!m3<v@PRRrm8
zq%3o@K?v4Iiep%dgrHGLmL&tSu*HKc1T8LfQy^;N8zv}Hh=^m}9OZ5gWqDvHtFz62
z=n)|x%WM6d$ZcS&*f)kJqqtD$l}2TlK3JAvAJ)amC%4&yIBHDCnKfoFSCBqp_}pal
zSm_x9>BqeOT+OUVXcZrqy3q@Dkvo!6!dbyNQib{x9rTC-)sGSDdpW6Gu~3WcS<2~9
z9yVuEu;Yx}932bxLgr)hX88ndsQ~;{w|E7A)!bg1<z}z_1}*fYU*GBApP+?x{psh>
zn#(45`j;lohfa`?HKk}-PlJ1U7gRv9W~+GN{x|w-l@nTyOR2kg{k_vG@nXjs4DNY)
zyClAi8qjKNqFq!0pAcE)Y|R7FP6ff2SS-4iEdx7})CEKQSVE~lI#osQ?`ENEqtvFa
z$oNptAdjlK=DsIydz3|cJ`emm<*yNt`*v8e&9m}pz?-)A4L>-iZv6NDVLHufQ{kJc
zXQ#NV^RSf^AASt8OV>Jn9tu!#lifN7qyH;f9oabo{QnthN^{@yZ?BVXLq+GM)n7ku
zAq9LtfAZ&}fNHFxmmqw7@677A1wX21e7fK9d{|EX>iX#GEz$6&ge}cdPZn#A3bjTb
zzwY&a_*8klV7S=t!Q#V<S3hE$dpPAM_F~9g`3Ue~0*<_yL~M*sL2UPx+*T~$zQ+)`
zm$-kc7D%T#QPd1Z7Km1?6(>O!i6>Xk4dx<rl!6*$ez_8as!z#Q2?^4vIkYphZc7|$
z-4H-1g7cFbLKX=zqXfR;Az*=$Q0^*vYp^OWwGWo}(J=|6mG@2)3dmCO*wDeF^dzZA
zqf$LeNyJbqh%M$Wkor)-K3f$3pf=SHwYyD=CB9QE2q*0eTdBX$7@K(fVv~VAFlngn
zNJ3B7r9lxLLlq~J2VoZSw$f>G*Um0rYm|w^A*rB96s}G>W&q;p(T!?0&PAL+G(|H3
zDO;jhS1bd2DdNpkIYuNXp{d0%vFuh#DprV~v&4aneyv_Yw>e3hplS)6&bD65n6!w|
zR_=w|ch;`dRrT9J(V(roWt#X{?XPmIh4Xopl>8#J>+GK<m`{94mzw-+U9^~2owxKJ
zouRJ~$3rM1P~nR><Jf}A4tXsc=2@08EC|cjm=nwkwX=}%pERHJue4*KvGuqPZSfXj
zSDK9$2f7h<>QtO%lkp^K$LxETtM`OPmOWyjHO8kU&x>dPA{VM!aJoYwg8t$zQ-sAS
zx6}w>t|dNec6|_R{I_)1x@JOPF+S;-W!o=}<|srQ3p-t4x9ZF6(upys-K5UZ`O6f^
zAaXKH9Z`jtf2%!+MRd?A_GQ6N2zHBo*@s}Oa92XQaln9scPlB&46Z5{iMEF=FyL5N
zxq^bhQ;D48H5eBdObx-?$g->Fao@Y^L#B4eGI@y<>|M_e^9ekIW<YIMu`BKHENIaK
znY`u;Wi2uqN<`5D5lYysYVnbQk;i@Y<}YHs>=Y~fuSm5rR(rDK7c89<6~hbxK`dW_
zni`XQQfeDSrQVZH6g@DHsrgugIlbAkccbHsp?8~thZBLP>;QjX?IijR434C|tyv%A
zfH-^@viQuS85MF{P?fx1*Lm0Ei`X;lY)fPZ<6z^cIk%L3WY3Kk=4~taehMk$?)AhO
zMez|SKbmABE!J{3zpy2|gCiplkBOQrPB>d`>yb$hPkb+PORpVfl(wlZ4{E<hj)1;~
zh~bJ8tx`I5dwka1iWv~>>(gtY@AWipMlanfzq#z|kFAe}o71nY?rN{bdOegRCqqEs
ztsDO8v|{z{vacVBdFi!Tl>?Uo@}r&d<*U11{ZbR3!K!C$AdYU7SYWa*?(MVTZGL@D
zW4{sOR`)nwy8;!2#Ikki?bH*kmos$v6sNnUnKP@_^;Dl;#vRI@(BHK&Y6%a@o~^C9
z_mP9sEpPQ#blC>029dvP&t7q(0BGLwn&iF4N+@wR1ouJp3mlDZ35ifZP@K0nj{e+$
zuQuO?eAi%gRXskkoz(*TNtkje1uJ2!;qw^t#30)odMYnw4oV<p)S0hpA3>AUL|egK
z#>U#Ng(fSeP@^Dn4?}zWm@%Vek`Qy#xIdEkj}Vr?RqZxm3y5NQi(UH$!7qF|6HYwm
z4BZ>22novtwYP#kZgqob;-3%RW2-_>#%iEV$61P6`8M*~Qh(RJ5MsUVRWLlg=rXuD
z@Q+D|j-smCBkiKlQO9f6DPuUvsC7z26uB6&4OyZ%uaE^IfZlbmbb$e%E&5N7n#-9W
zk9ersZ!i8mxP@|earPs&qNnQdaFjX+!s%YzndJd-yx6Bd{AGoY0e?uWe-yb}jP1kt
z6^eZ<4!_DIMSRS_nk&UZYT`EqnssS|TN&de>Llq*9FrAFHG_Z5MM{k=kPu@KJYB(!
zL;=Z;x8o`#4a}C94rq!LKs*+x5P)-nEQ_<~+I#FebF(?56EbSm`xh}uB^2xmgSyb(
zQ-azAYLZT`4}*n%%A8=?k(v#$k3u9qMxtQ0v*@-WI{5Io?pGsD>tb1)s3<|<%W9Zs
zz(osuL{CsQZky;y1+fOm#C&+V1#E?ktZChFtcJEkig$Oj=cCvX`=wz*Or#t&Z){be
zn^It7E=}~MgCX-4wIZY&`4ExEYMDw;%5Y3Dj%N{VtzcyIm(nCBtuWy@NzxhID8T_z
zn$X2ZcCMQ5XFP<4d@v_=*_(&@AiOHusxSWqoE%sQT8r*OAI3p&%=T1Ps1OH}EDVNE
zpSGeq>IG+eUPmUwI@JcXJKQ&9i45m@0alb7gmt^}5n>Sy7w1Y_1oc2cjV|gq?OeHZ
zYDiDl?RrKg3``FCZ{uZ+mV}6nEX1L<K2}ma+Ok0a)YPXsTl0o$FqfH8s`lbRwf0`u
zdf8!8Nk2Mzey(nO%f`Pf`*-O?mjb@_rodUd{pyWrd4p^pHg%LhTade=VK`GX9cC_y
zze5l|`QJWm>!Q%;{u8b@hTx`s$JPKQK}dR3%)M}Qc=?v}PiI!%n5Nije3Li4c;%UZ
z?$ZP5pK~$<*-!6J8LZ)rfF0|kvju~Ltg^M|bH0xN;(^dnuO6o53!lAg9KP^sEz|&}
z4_=DyTxrFAJkx>gSu)spvc2cA|KG!XSvLm04)FiE(fjZdUz=O{1^SO{<Nm;IRt%C!
zjapSpUsu?O+#8cmvvpi>gSZ3yS5Y~YCxOSe2Zw~!C^@#^yh~+m)U?<J5PTadRnIK(
z3k+5XrisS9n9BlyP;X}|jwwJHSs_A=2JE_%a*n}jnF<DBP&{FuNZ!$n*eUX0x}jV;
z!;8I;o4^<&#3qWjGRD9M3bB*TiH2bOu!_#>gI$+qc*t3|A92X9ASj7%ka65O+;xS0
zpxM|_2nqBT(GUGpkuNeH7izy$0cXOyZti{dEWx>>2<aRD;<TRb;(c4Zs~HUqU}bLV
zqYb^(U1^^`nXGnzn>0Vh+Dx}4h*O+uY^>_gLp=|4i3Go+2As1}>l-Zqg}h?@rQWD^
zWGuPpdZ7_&c~-CVb8`zJp9YZv*wxx0#V=umU)OzB_ENB)24i!zTPpT~mA%y4f=BIP
z0x3Px?1JBLNCp4)RqC-{@ZE=vdkSUxOufGWca*!#WTPPg8?}K&H-Hc_RrC)Vm%?<G
zrOH51O{+k05Vc0s3iy^PEC$B%VIp5?++0C#0xJwGkJ)`FzGb$Fnt~8m*kV}rRNqkQ
z6}Uq6yK-|4&GgM+#rw(qW`eTE?EI;+GxxV}y)J*IV9TEwBdl`nuXGE1XY}8Jxqr6U
zW9In?*DZ{K&wHA7WE)2LU001|KVSN;krjv9eCO`B1ew3|VdjW86os*Z@gTacfZ;&z
zA_UN1#k@7jtmY}GMM~7hE=I8yUf6Ef2K=CQ_a;!Clq;P;uYtEoinZ7&;uskE=oEUh
zB1p8q8X|=<MO7?}ZIl>byThQtnL1yVW*53Xgm8>wnByBoC<+x~V_HvE#4zhA<2vZC
zBGsSJ;QuPfr{gpU2HYKPFB@7w(8D!(1hI&i!~~sxn?}Lz8*^`;B2U8Qa<ypiwN9nU
zrU7a?=_97kIMYKO+(OGIJI_2=A&F}bn=C#5J429JIor?av^ZcllJ(fQug0QDlF}a3
z>|1addKFd}(ZeYC-&&Ci%{?L;bd=XJ<{4TdGzeCwraeksle+2eldX>j3T8qtap{!d
zI*|27J27@g>9pg~1B55fUqIrmyAbf>6RV=9g&*)m4x@;VE|rvhp}ze!%LfdE;*|J;
z2|HWczxL8JKW3(FxheUX>HA~KaQfzducUt~hVjpLbAEO;$IfkS?|S{K-nS3HHuID*
z_Qk--*1Q$zH+QC;3E}&6e-G$-eb6-Y@5}b=*O%JhE%aTS1(kyXXF3Xo3jex0G{17E
zf}d5B{+@k*?2n3$pMz!hY7%tom_W_Z*GTs2nrbjB$1@V+6g#Q!g_sOcwXtf9Ws(di
zZ*<fC@^1>F!gG6R5o147k2tMNaE$qF2QVKm8Q)yFO!W*IcQ=0n+*e6!0|$8jY3HW(
zoVnjBovP7l6nH>Wlu7tr5CWY0%x2Ib$^~;8=7=IVY}_}KE$0*bu3dtR<D&wRv34A5
z);#``2EgAaIP<mjs#yKm6>L~zv>Z6mtUX1+&S}jiQSo4!_L(XS7Q3~5WUaI4nHHNG
z$@MepP`r|mt%8oum|2nJebhtMAWU80hCUbBv90c!|IpcSw<BX3)eO7HM$~3b6!8{x
zGF>BNzDx@CcJ=Zs@!{OFxBD=O(<>eB^9>g5dn~7R>|kBpdEP;|2tY`v?BK67HpISz
z`x@E~>BL7d$@FiXF{L#?{;Mz9Z?4JIRkO%aj~C%}<?XCR6ifv7GLK$S4d!S05!FyL
zxf6xTmOxeGTBo^1Ew%5++Y4ge$-oLIcm+L{fk~>_ByLn21>;9ri^82tQF+;Z)>D}E
zP-<QmUy?e?R=@xk=nhn=eyu)!FkO0l&Vc<yZ{tv}z|F{08DS7|Lr0R;Fb(cm!gA8o
z|DxWr71X;1oM@{kRz*dezL{?GPScD_WI*%IbU?DT+K-5_W)>uS!=F`h)|H437zp{*
ztAneovxE(^3WhI8=i+$F^;UV!FfM@6A5foJ$hQ&VXgv!ax?L*jc3c0WjS%`mw3I2X
zUMw9inJQk-aYpTI%^ltRi=0tJ@Gcd$_c>fU1OC`!MHQ*6PI{iIfopYcB(Qfuv4S$L
zYi)P5S_TE5=9({}iH3zvr}U2ESArw2P}{r4F}2fWCkPow!xlW2aVVIOd0af)Ga5fe
z{)YW4z7SlbKB;W+z}g13=E`g*(2KRGEy$yf4@)(&!#Ev<qyqYwoAsi*rtRTZ3_fDo
zOfzbj_PSUxRxnCnwd_Q7)Z|Jk4DVgoDLz~qd@na+3QS-e){6h4W{M-NyAr!uJl$;r
zE+zJ#E#8IB`K=kGm=)n2t)-uR&QCvB>n4V(Zn18nnG-=w?@o*Ueg(D3P^LcIEBL=~
z|NePEz_mfklFG&zKX)&`2xHwN;K{xK0eIFD;(mVVaP7DB`i3<Vp$gYu;LtYX`}#>`
zy)y<)ra<TyEZ;u!@3A9*HRavUOb}nN+O%%y`R2dJ4m}CnIW%ubJWadtd%)Lsnwiw0
z?jpzsj+3Kb<p{Eu-%tKgnZS$w7OPp0xO{mk=A=Jh4&3N2v7H|M<Ndo69iGg#znY#6
zt%$hsqvc^*avqaZY7bVnOw&5)-f1x>T;n8_2Q0f;U_+hRoqw4T^B(Iazn1XJodqp!
zN~h`f*>g}E8<i9HFP%k;y{TLTVXX5Y$V;Ba%(mSMWwcl&PlttR0zwm(x4)W#0<KPJ
zOp^XqUc#D9iZtLZbL}1nsQ_8DgtJL^n~mQpy06H8rGF>H<Wr#B&!Yn(YI<U_2ce?J
zFyoz1TZ&BBH~b04mqVaU<QZn+X9@BH{;iH%>k8&W)*c`52k&O}|Ksa&Ot5OH?CIRs
ztNSIm<-2!a0>#did71)Vn{+(=gE=C)1%%NOoW{|=m?6(U^C&v?P%@ZCFM_5L%C>Un
zitpVDdu*_BsbB;Y#N?ya85#~z=?T#Z(UcO6h3b|PTfr=*gMQ{k$j5ajrCyc%Cs{Fv
zWA~B3<2bed!OGq8b|0x{l(;0H-oma2KKXio=&s|Z!`PJ^91}Y;s0`=F$Y_nN1j66R
zHS#wRa1YuclAZ(sdkmr`;n=ua<wbc+7FZOrSb?`PVDlm?l8L}}1zQ9Yz@w_CL%2`8
z0zHATgyNX}u$%tDTf@yLm;U;|8VqA@He;Ry#WzgUU|0<xM8Psw!D7Z`C>zz6nMs4d
zj*Itzd)hQ}(|m0<58{g)m>{~vv<LpYzbt^x#=+61x}|0SKgog$O(qKZv`xIH#}A0X
zk#vd23P;{1>OSer2EY8+pCcf(S<I(n_B8U}rAq5#cl8RfGjh=@t7vy@_rYlrd#ddW
zToUVqO4|{^W?Dy6s4OG@A`>5Zevqe!j!yMFujO-6V3O47f%<iolL}sL1}nB-=PE+s
zj^P3+bvrUmR0CB2>%D&D?0#({iuYo&;DE>d_PPSAv|qvile)+%w;~w`452ECqnEVq
zZ-pjR;n(mwX`fLzu`3NfNA!<jT6xKW#|kE4-f@wVC%=Q7@sTZI+T(12s!@rKV%yUd
z(Cxb4s<LN~$#<*8COlPN<ZXhhDt3-@RODhsDBXI*@|hLvSoK=R_*j#E?d6#f@M6Wa
zG^TxcMuJyZ`30rL|Hc3W@aZnxKKIMR3)w@LzOC*L9|38Piy^GvTZt@dC**(ff)YIp
zC4L@vL$&7U!lwbP%*Nr~lSAW$L#+7Ars*gCdp7*^W3<`6y&8yJIROKS(D!fSx7{dS
z!wYEp|CY4jZ1;>|DXjGqyqvb>aHqK};Cr!mdvVg){Rk1jy!MF=KdooHzgFBUPVEfn
zHA15QNjsc;#qy%>W1n@_%<76^{I22NZRx&>QUwVn7pQcD*vDM_9(oQt2eqr@i@-9k
zSfa%t+L2Azrzn=N9Zf%*z$HQDqUnp`HlSA9`HiYsF)~2p=QD$yd=2<rPGj0GPSavg
z+mBFn@S<jTt_nHvP#^LuJX}jm?=haacmA>G?ihoWcly7lX4~?_ayG~@D@_s5hqQtM
z5Q$9zss?}Cv?h?L!-r2*(+pO}YHo^eI=S6J#@Ry6_Gg`o5O8A_m@dgSDnOO!;SyUu
z5!Bp?CYQG(Sg#%IJ5vf)7#K!D*$bF*^$eeosvk}i?{{UFN-6oh0j)8=r6tY{r%t;9
zHJMlYA68n|F8L@Cdp;NeR}m7WlqU&F(uD8wirf8X6FBW(nvlQDay9Ou{-D(5Ql>_>
zo{jya`K;}<M(rr(ul)Qji5To9Q&l=UgO&L;4W9~8>s(Wq##tM|#*r%AO3gQgn4Mf(
z9%@`ComflhWHl@b0odwbF#~c5yK-hhi+-B!Wg=MJOY=+ByF&xfTRaMe5I(A<Q|Yzy
zj~B*DrxWt%SJXL(JssL#N(0tU5NRAA3B3z@a@S$S3I%`)dLG><#5~j4Xpd-Mb*lt0
z8A^m!WRiHcs1IDNAR5dG2JB-NK?b<LAh<2q`6kjXx(%iueBoSdoqYA|viCb1y;}d>
zUA!sfp6b*y0|psuuD#~!mk>AWN9VImv(GkvdMQm`m7iv#$_<zs+>`$Fxyzxye@nXJ
zH3RwEThjZwdd=-K-Io^b<U~>pYyO?|)%-)zH>Pj&@ANNXkM5`zth)}Qy#Rr-9WY0V
z{ERpR0|g8fS^gchzNJY<8U6+=`wzn(rkw^WsmW~SL0uElCBNh_Jn&~zF&Z|8MSo50
zl7pMnAGAnPkPusPB<u)xj<)DMHb|7IpUyx`Y<!Ek-AA`YyNiu)^w92UJ5Ucrn<7Es
zzlwEbf}Jd!`*A@|7Gm$+W;M_6v-tJ^KPqP;+ZXW)KW9!Mop;4fmFPQaTxc~q#0hGK
z8Yi_am=kfSBxG67d)KA|CULAFh~i))7AstZd^F*J31>Pdb|!)krm@UOu1$w@0(pNp
zj5NZ?yS1ho8@xytR{1)>M>h|(?u5`%osnbGO{(?)3sg?ybd+%p(EcI|Cw?%-Kruy-
z3>Obcr&!Nm5_*ZX3VU*&&}FLAB+^#;9VCY=Qo~kuh?mTyTBADyMp`=$7P*)GnI}%K
zFIwKa9Uh3_%GfHp)ZSx)!NLnIaQ&>^GjqsuH320n|D7&tgDV~aT6!HAN;N$(j&FdG
zu!Zy@_1j-M*hyxNK-W=9l6rlrkSw_l<>O`T;dQ8eU@9n7tkr(Eg>Dgkk*J7%kO|5p
zev;X>Fb2R+J(Z}}R0pq;dezA9cp$4P+L7@jXXeoq^?rmTd(J(gPpJ*RE_ElDFA}!U
zVX#bp+g4Sli9<(Cd13bTD~jHwHv?{l+LVFX<m<Y`wrN5PYaR){YJzQb6yo_123&*q
zU4yS6zCy6F64F6fSbs2<M3XC8z@nD8?Mq1e=>WQdYbwZ6r!E|~nsPz`E^kQeNc&df
zUHqYSc%{ebo~}useWGFb(Q-9+KJD%0RSA;taxKq*tqr!Hr$~a(F+NOmeo04cNy>1S
zbV8Gc9#E$XmdvJOGPim9@2aj3CEf0#U?^?{<XovMi+qZG8GZ$HXDvqk8MV1%x(Jno
z-%*=ent^;+fS5J4OBIRJCFrQ}P_FtD>XLG}@qt?DoOGv!sEyflk$<1L6^d)B7cn@N
z7+g@7)#<4^KU;8iZ>6X%LFBF4?s_4h>H6AdWtwV_OE=1&4|lZ<PT1SN>-R_Rxc+mE
zVYy7%r!q;=5}$w1_!=+Njvez}A-|s7Qj)goOLK+e=pA=#LFZ9(h(5n&&a<>niyoA5
z(#ujy>S264T>G6H!N%sr#6T`Go-T)cB3xOX{i`RqY9G}DTE9|--A93(Hu6`<Z5kaH
zsf1RU@CD3Sk4Iqeh61BL9YtlS67Wl#^CLq6$H&t#ndEs&?7Awh{hP3D-kafZci&$A
zyLQtjm}DL=Aq!n$zROt_7!I+ydBe-oWOydT+`XOGbj2-{RIsyaLN)YW;iJ?Y<*Fb3
z%h@=<G3|n6%yB$Z2_H<@Sm(2XNm3~3(SKT4zqGye5-hVyfX+flY01Hl;%}Otd_%27
zBL61Mwx0XLIzRJG!<=SO5voX<hXyI|e)QKus92WEZ3$kp`!pn`mCI}R<*%2W(;<#Z
z3GEL5wc}C&5xf=1xgq`}aLjhS$Fi1bL`?9lrBAzF5%)=Hi|Xkf%OS(Z*qs>Y<Oi8f
z=?<I0nS8tZaSe=2uwh+cOB{)IX4=V&?9FNiLAQON>shFxNSR5V70WhyzyAB-&_~R+
z(-SpQRW{t+oTYFVwysvNtji-cI|7keaapT&^on%?!jf>vk=b(axV2<~!8tz*_!3Ei
zWSlFD-W$UvdkYtdLSO)6DwI!VLyI8nULi?p_QFoKpQwZi1hC~ogkv5p@uptWzCccl
z{M|RjCy&7wD1V8Z=e4V{;7$*&!8b+Oh{C<u%^KT7zl8Bf#a1yi->1>9sxdI%zD{(&
zv<u>Kt6~^r$%7wACaYHEa~VGMAPNTe%kp5V>2aWD7PB}R#L?e5Em#_B1p^pU#cZKs
zK{8;%<kKx3T&>LGWU#PGJH)mz#(~qZPmXb-bVu7oHUMbmq?%G9pcWTJIQ?8SfZB+b
z@PG;Cbxw6C?fDtX7tq+|Y|&rS?YRT<r|R)BCt&~!SJdSuItJH#ZG1%3BD5BS=W%W(
z^wKVg@7lv}v+Wt&<k6M}cq?CYEM<p#0i+wgS+~ereC<XNVvm)xX$S?o?B&_pmQ|0%
zT_G}%&9J4cWuHc^AoJp{=ybZc!;)*p*mSc3qxiagY^xCQbZ&i|8#I0p9c=;FDv(Q*
zgc3ZMn+Ll$Vz-|~mP7NnUL<-3lhZb>rRBK{-B-lnf|2{gJfj+RRr&sE7bv~aq2Toa
z)(C8V5Oia_yZm^|we5)GMQ()ok4|62@ud2sc9(Gr)W$elv^FZJJ=kcHP;xc{M3<$e
zFqSuKcFRGJxs`sE;e?w(DA-jSM<}t!k{{L6>wU?;40`Bq9)eYdjeM-YyTDA$x9;#f
zD6`YK-?_dK2tK?l^(e%vFl{uq2%3XqpbC-~(*Z+G1&qleJbZXO=*G!4;DgZ=^6P@B
z3>W%7>0}ZN2sB`&Q}V*E=SkpRJ_RPbdRgR*@tZZH`FqSVGltw1WX{l?MR1Ie&^O@<
z!s1ic%jt6b5$h4KF26jt=40;s^_46q?EJ3{-kxFc4a`kK9AkX5swZLi-R339zwO-^
zvIZR!Q~g%C%;QXT`SHpcI;N$DlfJFot*+gBLCc?);Q=q}GdTCda-bw8;FPY!&4dHs
zOf|CwIjS|k_N248Ht(@t1hlGcmdsq~Zy~|2Rqgz@Vz}i+X6|N8f=J$DzKBn2-iVB+
zz`cGvBsjsbnaniWCbm@|wLy$fpbFhTPIrkr2XVB1qw!KLkv%=~=act1((;Lw<Uazu
zqrZ8cN#Vy+aEhn=RhKp&Dp=M;!Hy>3BSU7}f@Jz}+V+TdUy-H;k-BPPXNC|v7xjv`
z1dTtbY7*@U@e1nAOVnJjoTDDA!Njdqd2$YSo<$rKAsVg}WjJJp)~-ESjuH%buSL6I
zcG~d4qI=f$o6%gjOi@DffNAk@KS@lM88)wa9m*CGM{k9|&X3cP;h1#H{KtuEU|8sw
zB(I$VMP|T)l?DCRBh;;8+EzMdao0o>5vG=x3NDpvi)cG?rQVy>r-%M+*Iy+<lDlbO
zhcSPQI8p(SeD5|yI19S+%4adv@$lfQ59*xQlrR|0lNpJ+2dAB-(|Wq5$GH<5j!Qic
zsD$q-D_x_eqoeC<l(Cxpz<o6Eka)Gy-aZ8G#LriH#r~;3rUJo&f@J17b1?;*Cp+r2
z*N8$1kSks%|02h%;A=DK9#KaT=lsqKUZcO>|MBP(kNmlL*cN0|sFrp9r)`FNzs$~e
zW-@bESqJpUoU4^X??i;E9WIsQZhWTTqNKFTr#^=c;@9Rb;kR6^^zPe?CT$Ff?xDSG
zitR)u_IUBv3ZibLX&a5wsSVhYdQrL5SzbFEiVg0BlZE#49N-BQe$W%6V`gh8+KgW@
zm>k_*%U-kUJvNkn8;WB-LO@S=oX3WFf?5|Sl;1(d!nGWjo`b=CW5+LTy;y?(zu`TG
ze2m95SM`lvq3{v=!#bWB6-_VF29{@xg}K5?xV++eC@)HTF%;fRgS{_wwymz|#Is>2
zZ&cEL7R>lfI#C^-$M215!JVHiW{Vf3(5-ii*AMq7;7r6c{;1n2{>^B>UHpGQ%9{m$
z31~@EPy=>6Yje#%upgf84kQ+-2>U`!7g^;}*C;}9SgHX~t3<bpklUwPra}X*h~ZXC
zhxF`sdUYf>`YCcaT-6fB$xEmK&8B?Xvgy5^AzrUht6D~ia|KT)#PGJqI@6Ab@2;c(
z8?H{{5$T57-diwwh2>Q3cxZKxDu@)muEf5k*)2s}9&K^u<{D{#dqSEgzGw^X<<hi*
zOXTC{6DIQkxyui_q=|PK3+lO{x?5<-O|i=Y4gqGPNhB4a!VNA_X6k?M41(ogLqTD*
z8}N#$eDMRBbbOP_!MJchGM9oK?~25p{it280vtDGTu<jS@eCp+W%G3Ha|`>|9jm?*
zJ4yB;o6k*l1?v^RuP{H_!m>f`<#4FV77E=un^($K23K1hm-;r;B41j&mNM6(qa8-e
z?>XKdzHs?ZnY5vUO$Z$nrQY!RQxdrZarg}9<pQ2nFLJ*_&hRDb-C-gno3sR;Rx_iZ
zI|dh<ZFtNcHS)O2qTeb;8E*CA8S|A+&QNeZ3QQ3s7&XZ_iBZyT3hCA>U{8gZR}NX4
z7k+GuixO_Cq<oIJG6*A<T*PrdgiyqF`<7Nm)>><*C^#`!85qfMQ-GEIG(}cy2?u6I
zOYDOjODR|Zn>vo0fsWEu0t>Ck9>jAwuTL-GbVx}LqgKh~P)26rsRBgwT58oDZ667}
zm9J5Y#0>gJGdQ?lLq0bFs!ii|OB|TzVWgby6}n#Y%X-_#*Y3F(TgaiHwwWTRyu;0*
z37RcxADDuLso3N>`erw&dtd}T{hBJR=4~{Txl?BqM8B>MqcH@4PpovM2p}96268fD
zOlAX4A!9*$iR+@;`$=G)hcBsmYQJ%IRb>WZuWCTfa$vA6h<Z$P3}$=qC@BWcC>M=6
z2wq2NiGA!#(JLsa3mdf;5g40RK$ouz`gP-B+SXSxuNHXk?NsRw=0fA!p5Cu|f!HXR
zNpHGCVRb?9p9JY-P|`8eHW7uA#&UtM*5-dCoqIgf|NF+@+mJ&lHFAiGXd?<+N@2)p
zjM*G&N{O^hNKsKTifTC<Wl4*fZAgj=9hHQ9au`KXDGI5GPE^0!_xG<J_4zRG*ZY25
z*YmpWrSR6}o&yD+Z|MOqRe1qFT&^7>v0#<Us*yJ=OK-iYaoK`LCp$xV+8%tl4YV#0
z`T-UgE^aeL?2J-nv8C<kxknnX!v$?P0QuVxcW|HKSxkhmExb=@czG>&oT;PUZe-jl
zOV2g}y^5sb#@|j?MQksS2mmlGs9sQ=Z(H4o(=wqcJ5V;8q7Ba&2UE*@bFnCfW1G4E
z(=zm0i;C050)>Z5&-rz*&HXc}=q6peJ?`9G5IPs1!{%ybb4(wx2f5GOSTElT<Z6lZ
zKYO+YfjqY8S7;#w8TX}dR*EdBDTOi=M!B_){32?be;G*&eykQOc}&O?<6Z3eT@R`A
z3+SWkn2qQ)+#@38{bQuXyD#40tGePKXsYZtmtJi2llSMsm6Vul<FpQ@F}Vj)4Q%IB
zrwnNlKLP%jk4UHbyVvCINJc<O<TA_LbrCw=ceUH93g`4<JZaenc2ux`$cZ1hoBgo!
zlNJv2Tx;}AzL&c?U)%Rl?B;s|3Gb>EkA;?+__p}80uSEoZQ+|2cV(Dk?8@tqXBa#!
z=_O(N6i18udamH@Vn~{8Vcut1CdU*<MApa$LvpIJtWaAxLVEI`jMVK=Z2*s8=SN4`
zn6H%&ciKo}b#V+qo8FViRmCRdaSQ`_HH${P`bnqgiQ+UIR&jqxn-#Vw>C|v)mx}Ma
z?&ufbt{Xl|_$*QVJ-=OpQ01j??M)A%RU)k6PA=syoaSD!T08SlJR9brEw^F1M5KH~
z;Mm0Q_8taN+@t#U8C42Ip1T_Lr%I_9PBDzp0y)Clp6q-+5=(e5eo}f_pmd#%p~3^Y
zCX^E^?kQ{~E#c;~r9N-qI7mqa+iL|OQQWo;I2Xc6=(?&;L&$g)AN!FsptwYki1FiS
z@l|c|&dU%VQ{AoT%qfAgLLzN*%p!rpV1;wHJj{E&>^LG_A{*wIE}`fbEvBDsN0Lrm
z4!m%?9le%u{H-^<ujWh$sm<Kjf8CWr;5)&XueZnhR!U`x$n|xdV7_m9in=}@a_EYQ
z0&T}0J`?q*Gez77m)MmA-W+L>W0W?n2XC3fYcO+DCIDj;nS%H*?XzvQ{F$3whh?!P
zz=6K^t}B87n4DXVE5(wqpc<&HHp7*`gE*4miHuo)(Txi$gu?M-K<)P9t>~N*8>Z%c
zTnV9C5wBAMU2zy4I22`tJ67l6RMOhyWJ%Ukp5h+-nCGPA7$2#m`4nk;&xbk}UQB7M
z&)uy8$At__S}d(A)q*Owy28+NSN3@tM=Qsp-&3DcJwIYJjvp2+d`Vhh1cb>D^nWg*
z4Hr~(-L6CSYydAJ6FM^!Jyqz&@F%Ed-Idj4QCyz6VE)pKRuQ+i(7M@#G#^_%OH+fy
zR-qo(hoP|f06T`Lcv(A9o8?6eTwjI~Bi{Z+Ijv*9cps|#^I9>3eHz9Kqi^gjYQ6{X
zqd4>%_5n9<=NhIdV$`>vafpSXB7TA>dY%~M$1E@CE7L~&)X6?&HA}e2htP~xF{dIQ
z#KPsXlLF-nY@f11s`&OLHj<pSQBP#veb~#4vlc^BE>SBh;$W4x)3_dRI+0lAECB0p
z-C<A5zp}<mksZM0QWb>oiF^@7iqCc(ZkOvV5o2hd1xj9wE36@@5g<F=)p5eyAZ^Yv
z>+a<Alf?bX$mQ>GIn8Ca0DK&3$E=s_E(+tG`OHMO-uyf&83XZ#iJFnrkMxS$ppB4D
zDuXcI^a4=cfZKjgT+dE(y+)P0W=LN@(OnWp+bEcy?<d_|vzj3;gLF^VD@VFAGrdqk
z+hv;xA8TeKX?q!$H&q%N-HFqzm8eS%)rsicYsn1no=mPBmM(cim78C<_xB@VI&ScP
zDf-VGyIfDd0)0V|v@amGa&>n7Fob4aI=`FV@L@s_@GD{B(~Mp3-{toY%^LTTkC2u0
zu{BmambNvL8dKW2yFi0u=v!*2oNN7%q^cmCNBE}dpv^HV#X$U|hodSgR`Jrm$VVJW
zj7(FoMw5i%WXP(m_VzH!3gp2<UgKUT<z~;JMyAxuC6HJsChjB}y@i*8;kxOPSMbDi
zxUvN8a{XdI@lEZ}QKYJlr+g|(1l5bdkn31zQ4~6tzi<@;HrXyWY@L?PvvC!1R-*GN
zq>U6P2|C<)t|UfGZkKB{)RA6;>_7Sm;W51Z9N@Od?59Quh{!fwrYaRfg0i5%%enUs
zQ%t=#QRTOJo%3xjn{TXJ4c0L_jrYZjv(g4<!}c;OHX*4EU*rZsW#;9nS^_UA$q7aw
zEQ*986crd?;rR&(<zCH{6=6u+TO}|39udA6aq#k`=WmtSZWHASl<Qezx?9z{IXslx
zWzqRCmpx{ENb97e-o&ewr~~}e1}>9vw_Q8cnTZxKcGMhh5h;E|XECU``<o~*>7SIy
z5pn9qH*l!M#<@Z1Sq$Mq(!3m9t0$$`Va9W)k~L^&nr=`=l6Ogtad|NODThb8cK9|y
z%@UqKT$dz*dSTRdZj$SmtLaKI(li+_5gB(Yd0S8wSSc9>eOJ^$S6Ec8z9PK@eGZG#
z!vo<DHK8`VWFV*cP?}O(1P5_`ppeC`A}9!y3ggb4r1^v<V^OQ3=&-k1TL_h44YJE@
zG6PBR<TXl8gPGS{Ok^=6hTG_*vnxk^;>4=1kXZa&qU!sDmLgDbqdC{?V2IMh=t1Rp
zf(<|lt_;5F7Dh3&bUw&FA0pk-<p?hJKctl$%P!YG0VC>q{A7%DkfHk#b;TG%GZ$gN
zmVf98jyn==;NnPBmLZSMwn{jnP)PT$raSuRjJy=1v@baFBcM8jPfo4T`G~&H))Ne{
zj<p~T%mG%iB!#nD;bL7`jyGVsn?_2cSAIwD<s$WPS3RG?YnMOW##rL#op(7Fhlwhc
zMy}2Gxe4<6;#<<BlD(pEP<#kdz=1bFQj<t5EPf3N;F>kn<J}%Um*)uKb>hSA&q#{w
zpq?_|`Vn%VknTIl>J`i*ZgJYoPo0Jvs_e@a^WhWWUVFs@jGO{5<C3j+q{y_OVx|re
zw|5^-sqtcP?FTp(o!0*8m4xX2YE+?h*JvnLXx=WrkJjCgRLm5k5%!UHMH|8#hyul9
zQZM7mWMQ;GnM2RpENk_1pen>B@f`iQUGfkJD|d!cK8`@)s&sr_zQ1I&8nwmV&-NKZ
zMVAa0(0fL_61GK?udabWxue1(NbK+{`ffPlLwF^7Y8UH0$eAz87t!DbcR})~OWqpP
z&ff>PIu(eEml0p$XbL7*t&s4v9o_Zqe{afIsFk8KQQewA2mlyC<n!4embB?e^&z<+
z&*@$fCsK8-AT7;?4_KN4>bM8vJjMST9-_q;>$;$AaW0D;+*52+Z0cde(R-X(vu;{6
z_g|Mf8u|u<j%GSfXrX)s2Lvjx+$8M_q$Q_Hmx|>9Bis)L<TgN`Rja#n%_ukmO0Q)-
zeUjNMI6PmQyq)h&I;qQQ!C@zHXcGHAF+d$8KqDrhZ3<rN&EnJGF<mEVEH2b8Q@#X$
zFiK;chij!Z-^rLCHAYecG&QxWp<T|&Sj~TZ=NbaaKG{m)3Qtt-gQ99@IRykTpte`J
zC3giQlPiyyCvS8z#3HkuCtUIW)7sw1w!)!DZ*;lcnIce{aO3V`?~g;g-MLx#RbwRe
zDoS&yUhX0RQsV67l|$tN7<;I5LA9VAX}I7S?7f7f%(gHlLkyoOv|;MPt@^w`c|R8E
z8S?;{3aoT_>=c8k9*#p-scRU|7(!{EFIM|nu=qZVIXqg9hYb_;1}2ikQWQzUk^azk
z4_IQTeMHwvA4iDKV!T5|)w!4Mo`ayw9;wB2z|%Q~ZhO~3Z!MM_4;4~l8SfAxf_xg%
z^(Z&ssc?Xae(2^rdJ5bNVB?F7_#vX$6pkT)8YPl^P~hM%0vwKbX!G2tO8}?QaEDyW
z9qfWfjUN|MwHb0Af#;ujYllN7ZUfO7s1tzJSppg#vG;o?y-&Z{F8?Syx3FwpDX4h|
z-Kq0RPYG09s|Rbgx-~*A=i=SPrj)hRY91;mZ42AdP=O6JO1{{G*As{E;F9CS-wnaS
z*RCOA71|s??|rvOm)VGTh6ukIuc68#?zem%NWpW_&G^^-`2g!y>3B(_+kY$6cN=)4
zXe+_ReB2^Wu-QPBJ1>0-mB>%2a(h^4pIZ>4o3G?50oAC7qjRl703}OB9K#Xsr4sW-
zJOfEIZXmjFqvM%qTCN(S&dEPUpkTVe6vYCAt;IKP2V7pzvyrqc>LcFwI3&qAo1B_%
zO!vKal(Z<vOU=#EbnBV9F6F&B-gg4CHrE<2zPktUD;?y=0nzzcVlQ@>d!bRM_3!w!
z*%45?`7Y`TqdR2Cun-PH&|OfM*`_kMq)xIILvE;9Fb}M#|7D97n0kK!WwezFK>&pd
z{D^lj%q2lmA%(MMp5TrzOr1->rn1kW^plo+5!5&WDZcf!w}$u|AQEm+0+9iUkL8qp
zASgJi+O)*qT;a>mpmr8u2ty-QZ7~7)?a>7l4QMJ8^89nT0|nl+_?z=6lE(*`W<fQ|
zf`5d#m536f|NFgT+6y9$^7mz-lFxG=DmGtylin>xP2<?oKpqj<u5i)!Vb@I<=1UZc
zAfkxmv`QR0AF&z87ImE6ZP5wOw0p6n#TVG@N5;<l;sG4$q)*5<ni@qP1S%B!30BxH
zzq>lAkg|n>;7U;*3aRaK`9e_+fZ<AT6V{ufv>W(5Z3!QOCwEoN3(Fz^eT`zX!0ny0
zao`rqf6US0Tlv6c_<uC^+;w$R434OxD3KwfilP(t1f&RZ7ut|<aHGKZ{Qy!lThog@
zb2ng7#@r|}N4sXpFCHp@h|TI6+G&=@F@`kgR{df$$8alqcKtu(Tj!<l&T>5-YU_)}
zKffytGiJY4IH|8-AjAEu#LdGuhN`9az(%;hr~S<>zu_y_0ho<rywPt5Jm}+A-gOtQ
zF<5Rmm?SM&$*hG8q(FN|_x2cY?bbw;H2O*s1tI5!jmBNv_Lcb}{yNs7c8n!i-mX;y
zeN(UKhqyc!SLg|pSg<3F@`v0>PnyLym9G!cD()cuHZ1(HI)JrPhVzneDxfvAc}P4p
zCaLnrI(=VX_c1a?PAl&xOs9($waf2fU6#HKkeMn86ihnL2^YD0O}-Zd1N!G>;@r$c
zZ|>SA-I1&Rz!34(&*Wa~ncfQB5Y-PlOH_vG<aV?&V;w72Adlf5QQsL`(mxK^eo33p
zH@suJely`QJC(RHP9fo6&*z(T7O7M@r{EA}9Y0f<R*iH^I;3kL4R>2r&ez)yhqm5N
zI8_0~8*iQQnzRaJvvLmMK1+tu=N~s-!I}{xgcf=a9GW-jKYTVx<dN+zko<S|vSFg{
z+lHIjNUsw0TS*$3T@A98qq}5?nv)yo0cuucQFoL?NR>aho~;m9r_U{`qsj*ZYF(fV
z*K9p#EI3^=7h;B2lT!|G1D=5w?g~sPp#qiTdvr!czo8-ka)d{uv7l023n^|R2E<!J
zxdMf7XA5Oz6bbYzaqmZeLGU#e9#T2XMU$*rp)Sxzy~P0R9)g@+KBXur8LMppUz61m
zUUhJlFrHW*6|GH%>nhS_s*nj>-+C?%ytp<D5MT<S1^8RV1gt9)+Y%#}4nrFQ+1>$<
zZmnS6Fc5*z9Dx_nb|;<rC{m7><A6cMWgz<rgW&9eyLtjL=fhx=$vt5o^WDXcf{FlD
zno0MrZrmJuSEDg{2+~bcL+mT6@P+HQx*(4<M`t98LjeRKG|xFN81H;MoL3arxNf>3
zd`aVGmljOyAg9C6rmjpw*oJIh=(*76gm)chtwQNisSfyRORYK;q=_Hf5JsCEq@PPZ
zqTbU&i@s5;o)RGL8VTe@C`S+P!Z=ObppBfvwrqzT7QFhlm4rU{->MZm!5#X(B-x)%
zR}i4mtTjaDrH!P8`rISfj5*?|tIdUr96RtUrgVPco;|x{+-$1C`@?G8C4YtvZYn9O
zdIi-L>?g*HJDPm62i@@3D`%?(s_Tr6w!RmhJpLIvlhpbDS)bhY52<3fg5Zwg1)U`%
z;i~-mjS(FB<abB_N)vYf>5tGH$xugj#bRGy*M7CG9mXlIYptXt@+&3Ek&hVj;8M(R
z_jFR}mdTG8d<ENFJu+iD#_63v`6$bQKH)}EuCZ>?-2xq+Box<rRZ2+^j65dg37=>L
z{c@iNOpM*9nsrs_m8VDdQ5F2ZAM?fZ#>P|__->z}$`fvuDQ30%agnR7y0n6>AKVHq
z!fB$*mnzQoU1}95qGdw{*%z)A7IE~hHhOAw&<C-T15>DN<7_2U$TIu$kBnR>7R<i{
zDZM10my)+)bS?Qx&vaR}%oFCrfG(pO-;BRt6UCTiy>6~OHC1;D{5Ts&OoznR1Fo5d
zSRbF{7!UHawOG}v>A^JR)3SU53c}~y&hQddFFNhuX^jGTSM8!8k_rXe4=O!SDv8p&
zfQw<yLT%AOF9i^E5_`(#IEgh1r5N9y0#L@X3sjw;m3e^?hfRcs=QwMySm7K2735^<
zco%$YGp0guKU^wT`Il97BkXA41HTX~Wk+XQ;JO$k1SikUV=iDAOtiYQl7RBF_dVbJ
zoN;A@guU)g4i-OSAeJ70xLGZuqWF8jEJil-BSswo6*<JRbmK=bk%;QG3^E8UX7FM&
zN^%Bb*aD`<%a2pF_uvG6i};TALjA;aVVf2h@<x!o&Fng8uirtzQmOA8>5`Ph6^;0!
z6Qq;{)q2$^H&Rn!brClly$oMH$TBA>v#Q@P^*I>VxULZqXNdwIO5HRCazer<Z88$k
zcbo#_BD_w!N8EvjJOqrMJeZ%M7fyh>>xx&QJ6UtEon4k*Fhf4CaPpkXa~)#w;8K<=
z-QP`N2qDFMtmR0yGzAh749G6izA=Fp?1i6&-(ql6R1BpS-8<vWMv>#dAQ(Y7a`6&3
zIK1WtxH+*YMn{Z-7)b=gM$rXOI`e}n$MN=1C9&u2_5g)=RE4@C6u#e16nr17YATvb
zVnPHI+Kt(v5Q%7hr@nWO|IM;h5Z$)sRBUIQ>46urX33l}A$udcz+$2rO6cC=QVeN{
zq{vzN5?ZKK`0;Mom`I2d`R<l{2TMf92JthORXNdc5*Zb<g)o?F0gnK>2Et=UlsU&g
zmm9QWjCaZES#OzY808@HEqMng#2+H8yiUHt7GnkVjp8=Mo=;<`TEO-0lJ5_nL@}D~
zYeZa`T?Vb|9<ryMOT3}O;YU~ZsFWW|K!xul{1#Qr-Ad;h`=~?j9~-$uH2N)}r&lA7
zi7F`X>z(HW^5TmhzZvTSQMNIVZ{4Np%0pRbE0)5Cb-n~RG9GFjJGjOw9ts}(m{Ple
z?(01T1_H$!-RI@kRUlOPtFfY6V*5Ws5QVhA!K*NXYi@lBnp{2Y)`(cR8Rr=vCT{zP
zzTHZ#B-dtGNG;mUT^PZjAYS0hK>~a1WUjHhZ=dzq7`MdoRiz5$?}@<##j7miMKUlS
zjYjv6QS(Zn9&Bnfl-W;GR#n#|0Ej^5`Nk08tUgj2TGa2rM`Da1S~~}Uo$!h7m!WJ~
zB=L24{#IdYMW00wHHFd<UzsfVBl>AL-FFQ?4r1-V7gNitH??DSNKIv3lm~N@2Y=6c
z&a!@E)goaq42k~H;vL3sMNmZPw9fZW(Rq?UIfUx8H3%A56<P9|D~xa`V++<#5tV>V
z$>X(~v&`L{<WdQtd0b^>maq{VazQ(*S~0T=n0b=G(P@ru!D)`-Q}Q^sX0^R3rOI+}
z@8f%PkQS#`hjjUum?GFY35KH{2X|3x_(hb*jd`lrGZ1pPUHE2GWCc0Ql<c$~_WQ`u
z(@YUdh3rCje=cN@y<q}Cceya|kEjGAJllbFlDZOC>J6E~TEKka7kppm32)^nfg}7-
z1X%DDXW#>0){fJH@m2^Hg)YRY;g;EafMrGBAf>b8_EcXAt*uR7K2ttg@oNc5dsAAJ
zp5a8ocfFgJKYHu8tuM2E+&`;0&-7PTK<l8Y^0vE8>VN8=Ro~-XlY|$Sh0haAS7sjD
z_AW^B^YOPwe$QsgH2E*RnjC(b+`DBLd%^DW@cB;L^Iu)g-g~<yp1luu<Jz5d4Xv}@
z9NXZrLa)yH#steBRmVnl8uzltzs|fZVr31*RK)P@7tKs4A-)H!GcxDTkAD}~E8Owo
z$m)j-vs_7A-B8a4gPntiBRo+bFdH`t!gYr>vWhOaZh;CK76mbgDG@#>5h&qnv7?Ti
zNsff-q(qWp^=LYGUJ!u%43vOWO<XS&1RthW_hm!>6uYI_hbL=csxj$FGA6sBUH(w|
z#cLN=ik%RgQ2!#3Edrl`?YWEj)!9@zioCHsLusbvJgCJ@x}JNAvB^wynT<X-2S9O@
znejfEz4(v-x=OeAY|A^daK;A}FBHyfiOC#y8>Y^4TUKNHd-!sm>lkbGpMLZj54JjC
z0{DqDd<KS|jBJUMg_dVgVU0pR+n`ez>|G^LY{Rh~U74sx>H1<qDieKOHlKZ1e29-&
zX<NaQb)JHdwc#CVK*tMIxcHY+NaX3kWvDow#K?&iC}~37!U^DaZlCpT^4Ii@>fx-?
zPnEs+g};nLIZ_!#dmu-V%jYvLx<2MCiC+OZO44HPexkx}(iG|-_EpzmK9H2I?@KLx
z|Ca(ML8D6;amzRfJFV*1<dNOC>BHpluGKj@2@Ae;D1GwUH@(^a0=sb2t<LwdqCA@)
ze5GxlS8k5|?gc(D0L?6y0X;$b;MLikgYg#Mo2TwAvUv8kKj6oH_KinYy`{AM*Kso?
znjz~gFWok2nGO%|;ZF8`xzRRgqhL|ql5nt$mA=t9&eHgO)~k@zYi}$%ZCboe$Hk`$
zzu$BU>|<WObF+45-S_KPX}!~FPx}8hf3LKU+BuJXbEeupY_HkR>Ie9m-LLMXeQB+p
zbTfB*Fz>Q$_w<K{6+zSY<VWJpURqCAOn3Y%+Z&c(j4IRR5KcnG?gVXxcrf4ZwDby2
z+Ya1a2AL6NxL(-MD3m1IFOobFXog;J1p{rFsK9u$_MC$j3CEBR4|(e;4CH;{Bm2kP
zy=5G5T0Eh<(5qRX@V?`20TkOIR={Oo>%mdoY_lRAKq#Y83ziiBl8F+?YNfr9R8cxp
zsvy4Z322lmkk^om03+)H-yw>$Ks1~Rw!$J{h|)a4P6;Yq;vtahw`VVe96N^a3ce10
ztK<T64#P{!yTHxj=Ov~#T4CSyWG5<deM@xV8n}|72<Dd&XK@nV2~R-U@#wA*3nog{
z4F40VAvJJ~lpDMf#NUL1F5eBalF9DW<>aaxIat^nG_PV?FA4fMX^DQ{X`ckjn^-Nm
z`&P~AdWwuAj7xhUhM-Snfv^pEM0Ynngg98Lo4^yrxC+}gbete5d1tc8VN`PveU?^i
z;48S|?ZpS}3Ca(Jgf1tA#AG+`wG28*wUh?q3(yI_@fD;*aX%%<jf?EZR=BF#a&&H-
zzrza4oLHJV)i&>k%OB$(KTV5fnr!cI1bc&XT(>?i_=iLuX&K%yRNeKdqU-11j!h<O
zM^b0}bACP?Y&uIwBU8)*To)6N*eXklyF>GE@1sk1xk8lo$mGk18kS8em}vhbYnQ_O
z=}7yXSax5<=bCt<%VKgDWwl?#EnVZsHCG104*t41kG-&7a~0=kVeG0OMpZ0+Nzmx$
z{1=UfRZHh-&8zw@36Bt6&yO&DvUp`nw)BNTCTW+mOND<?V&U1hJA6vUMw3k3(>$`y
zUiAAI?)UerbD!JPsseuji~smSNf>_6OP$?1NQum?uCDqsX|UV@A;q5>3v@5u+Nx|{
z{_;~@lEv|!OM3%y6qFuhuYOZJU-y2ZEJW>Dd&0u$qdIrU2BMKT>~q5a%dOV~Jk-2)
z8o5qx+B*-s_}SsAyy4*%tq6K^zRc2Pr0`YuRUEoN-tCOqcKS1NEF%=B$@|oWhdp{Y
zVWXzN0g$~$yKs5cQX&eF%_W2)Pz2p5FFi%$0!P*Z=1b>3<N*IFbn-yFBj!k%>vW;2
zrzlb58RN<a?*0)_rR5ZO-jMWXqRhR71Z|`~ytCTG%)lSq<Rs{?u#sz*3-94Klo*xO
zAA~{5Pkf@C!C3_TZ6`sYly|^)lmx2DxPbroyBdFTX%*oh{1NCZs#)doBYIe%+-<Sk
zEdLge!YTohO7BQfo<Q-1&)y1G_IfNzt5i7xut&g)4vo?7ID!k%6-5Ti6A1#TF~7u!
zgUH@YF95Z~NTI}E%BvTnJK~PSi2^}<Cj?6zd`wKqm81n~zFJFv<Vw@rhT0X#cQ)?L
zzH*zmqe6@(i^u#LXh3gc=nEON8l7l}dnQfm&HZ!D;%^>p|C8#scSo*k*W(ziC99GG
z)22{S6j!#C==zMbTzS^vUg5(>{6~GJQ;OM7g6ePjF!TRQ7!q0xt!ny_dGwv6(s+mS
zAN>^Utt?t^YXe4YsOmk>#(#BA>cO_S=NZv9OZ_Jb%VJsO0S}hcLgQvy%HNY_y;{!(
zi<h@HeGb}cwkp|hTdt-!`oEs0sLTb%X&t+5oQDj*>E6s3*yDv+oVr1CB=e~M^PR{v
zvF<DHhUbCrha=2KSE2qPG}p?svdXWOX*HMTovr+oq8Rb?c#ut$)@n@G#ua?I?vCGB
zzv9S#+RN=u2g6mL?mWPJboTEUl2Bp7%~@G8dfhj>W}6s>zRs}%x~t>`RYD7j%HkGu
zqR6;KE$|dWnA?O>0y5kpWn3E|O;b?p;40!6wb@=)^;}C@0G!1CDhQtv#;51Bw5|P~
z-;A%afnf`ABWp_);Cxg$JJ+@b!kf~0x<<h&aFbNLblHoU3rS0cb0DQlf@;WkEog;Y
z$wscKt^=9FXcRgEVjL(aF-qs@Kg6yxwbPOgP*<}s2pA3sQO_Nb;CACJq2*H*g9SQ6
z)-ys{V8d*5#`g-=7_KZ4@D=bP4B2UuLZTA5*a8P-RVxAyYiE?pI1i_4n7+^8atmny
z1PEW(3$ia)OS>G0dY)jLg9HnXOcxWy-)o%S2o&fX@dV8fA=AqEw@&eoa*_X_**U?u
z_=p(2rt_SnC?!iEP&@-bZYLG}zH^BajGs(#b4eTK>hJV(+<3&1EN{9g9J2&ljdABH
z>6g-3GVBIw_3j*W(iWjYiMSD?yuCBgoh!Evs^6vNq=rONDG`I|tW7)I=x4p`Y5+OS
z^4`-{y$w6*{87#4{|#)aU-UEmTieX!3g1Yl`y)T!x35aOgq>w}M9*OK&Sy7^*N;m_
zIQRP3xQ$%$3~SiD{N2jn!CN(HJLX>_&lEa5n(aT}7_#f{#WEdwSE0#`oRHL}wI;To
z3MTJZ&wsx0U}V$+!-AlUANc`x_9H&*Y+LEX@<);LkNo$lciZyouRk1g(;M;&e5Y&k
z=U|}Y;P~o*d+nm0X(hRPz0Xw^K0zE+QcY41n{o~g+-~VRdcnQqPEDrEn!Ry1Tg-n(
z&zc8Tz4?b||3lb@Uy_N_ei@9@eN8yjmWU>t>&TC)HdNTYBi-u6#@jvT7Wcg}YYsZ(
zLht3h$+-Xg;Jk(}daojSi(BdsEcov9e*Q#l%E1@us`AU^!&!fqch`7b*HP5oQ^zBf
z3v#zD+-vZ8;+akDr>N1srS~(iuj_29)-a-1f0_U5+8=afD+I0lI|tOirsTdE-!!wy
zJvHecLdd?WQXiMS;k#Z^Zu5c7M;|Vi`_MI@>N!T`|2Kl{Bi*-He4F$0;jW1;xxM;#
zes?zXHT|^-N?V@xR4jh>nVk5%Vtb=))`flEp1Q1B!fz!s7z=7-sJG<Rg9jHQKnz_C
zO3>vch~H$IT}#=#3cpZ+9P@#+akKP>HWc|8zZ)np-oY!sR4-6~{i(?eDid8_p}t4D
z){JAI<bHylECv&Z&5n*cT><RKvkT-3U&%it4YQ`B?(#SM<&SDiZ7TZ~8@S``>Ex<m
zzlc%j73-k84wub?H8bcF;CDVQ0!|1+ftmx5xO4GuWcpwYmDia4u5?|POVYSbGw>x%
zLt8*djTyyR6$;H9;=oZMRF_Yo!i<WuT}My6f|(gT0fy7|U%9SsjaG;6Ac4W&ME|F`
z>&76tSac9TmQdKOlblB6LnL}!)&NqmB}vI1u0Lr#oaKB=IQBmaLh7Y4L^=`B8Z%s(
z+O#;c3)sS|Q$=hER7t3!aH8uAx?TCf?j()g3Eu(6l}_2FkLcbw4*%pGIH?_2C1C0`
zOrh38ZOP83BFJ#eKJ@gHzD$<?sKw%^f~YqxL+v82shBDK`?u@npU>S}-MtpK8+>cs
z4yDlJ#0z8F!b5N8;degeYYIbx3$m4{QO`;a#7yseJnr~7(;{G`v*vEv`!j~wM&{Ww
zr(b;Dx_5K9{qxSdK2j?WToG3xzWD3WrabN8<nXsM=Xxcqj$eBM%Cjn!$Nqd;pqVgT
z)~8<f&EfI)FP`<>-wl3Ag9@+GPszJ}HW{@;&9W(h!_OTjmbpa|F0H6jJ$dMprk+B=
zMH8)Cm$p=iEdXBa723moi}Un`E{#G}xBoPYjj}Iskv-}wLC&;NIM1E~)YeT4p=X1D
zoPZLhQN+HdP}LGZ(LO4xq9=LG-tjsaJdjWAuC=8;+aLzAZVc9J&b2x<u7JuqfF1ts
zaj)-_qyUGf;Z6%J`wYm*lHpA4lMqru5sjc*HWSLHARpoa8t&rZ3w$!9_l=+tYfbb!
zV6Y!&(s-p(xM4Z7T{2q496@lED{CHufqpR8$hLLvlAEHeYHEf<i87Us<6yNxCw&5D
zj|^<h3Pu!o_W9gPdpysO)V7!~R+{>&`PK+j<eErvd*E+;_>rqp9zROTRZD?!RP{E^
zXK`O_Ot>Js>`4d!%!wXEmL8ZJTqn>Sp<2|(XL2;sxMCmFk?*a!<9#&lRgg~!19?)c
z9_K2Z#|5phaOqQtpEb{swCMDRmhoVTBNX#&rtKEN(R)jq%2GvhurzHp*Mq8o?Qr8p
zVdt-7DrEEc@<F|&GNVg?3E~t|JJm=jgQ@hE&UJ#r+Hubx2ii^e^qosJTQe)19RDy0
z%WlpxS1kL7B**7{XgT}z?}w?%XJx-sznl@>9=B;#`&qTTlW(T@F?r<Whqk5Xj~d))
zd;R%u>=lJkX2_+dNec~h=^M3{bDBEq-6~4|wxI4EPHIZ{LE4mi&-l%@{QrhGuC5g^
zG~8C@-h9%SA*rxYajt(p9TslX?3O*~<UsnbakYHLwR8$KX&@k<rm0qv?U=kp=lmto
zJfpiUKV9CuOjvm2*iKKi8kOnS1}82`F6G%h{CVdu4|B-6QuXI@r}j13hDn>sp8X1s
zSw(6!N$J0HHezGjA?d~<ZjKIDBbDBB4y(8e>yxXCtn2K$(FuaSrTv%#m!Y&MrW9WS
znxrANMt1`dq0|*0f@Z$Hc|q<}>rPr|;)1pfK5RJtl*}nX_5=(`sk-A@+T%j)#MHUm
zh|C9N!mXeUXD80@g_k1`wTc=-Jh=i2eEdq+GV*(h@TAWhDXx{?gGCY5sNndGfzr@|
zO48XBNIX~G1**1ZG&5RyzblW7RPix%tGUe4urM$;fbg-8WA>?(D-A4!p6e}L?!J*0
z1tA2~k}lX5YC{_2V7u%~;2cuIk0u=UFuDLGL&Mf#ZoaKun(cCJhW>j+5&!R8wmAo0
zZbQ84GHd*SMTYc;<y;{NCRbA52AOxh@+w_+gLWC8A;*lZS;4>l10WIuQZspvRDJ|3
z!Pn~nEUE58uI?$0_YL-F!<cFa*HV{wn39_3+JrMe#ly!j2`xC((8smVyrhg+y4Rfp
zSqUA&#@QI#Lkj#`!kNM)w<aP}3Oirn>yvM{#t-z9rq*m|J7#m3bujp#>BaZq^S@TP
zIKL@dph*1f(H7`9VRheD?|JmE>DGMP##ok0ZT^1shNSx&Y+}Fk@Xgj<o`}c#WXV~q
zJ-@&9!^Xb_T?9gPba3>lt(yn$SpKm8aplge32`FrEqdU9)t)$wvA>jPzSE7o6=!$7
zgJ`&FjQK0pg!_+=M(^(;U+-mH=^S>yFjk!yn&uah`DC5ff24?(+kbUUdZX_+?9lzZ
zujcII+r29%--kThH-3r!ntSi<!X-?;XX1t2kQXAi3mfSpliz<o&ky^Z+?48iyOaD3
z{bl`wWd^yc^xiM&D(%VAx%5x=87V>YjqPa%(;tXZE~f#2b5)g4;jilT4TpN1N>2i(
zT3syt5068m@ww|^U#*-^ewn@*dm}_2`rUG1?^?UL741}MNY{FJ4|+C>B1+%4uV@yT
zs(K1`bD4y<BmuPUL1iUk%|(Hrtpc@#&>{>Vu<;`Yj;4litF-AH?Qu0~o1j$a8y{Sn
zj79k<=Y)IY8UjJ<f%m%zYZVr`))Y3>oR&_`(dftVxy*;&unkQN-5y-!`JE?djZ5=A
zv$f?9+-2b((U~f6b?$_2k>B1uMUq8SxmHg#S(Yh7g>+gDP|2$rg;i9{Vxg%^9_uX*
z^~R@gt2nRR5HT{wz%s+(hdx6)jXC;jy*I!@-~v{IHNr6@OK8cUwQ?b8oUbKGMx3}o
zl0pH{7v{e2$<Uc4gIvD;%^CIJaEAttI_RVh8U7lsAJKQ^w~TS`=yxxhyS|mMUtTe`
zg8nOw0w)!(VA3LOU#x)MKt(4@l)IcfoDg5;NPd|i+dvmO92~mO4@z#d%j>3q-f+Xo
z@dhZM=z=(S2DSKgul^x>xBtntYI|Sz_-?s9`mX=iwGYSs?0j_i#&LrhrheDiHEGqe
zpS)Vce{2J5b<^Uboh-4~i|MMidPl;AQHR;*sPzh4U+I=z4PF*A%PyWZ`nsg{aHlWB
zZF2+W7V_Iza^LH_i~7fx6f>Mkfz8e2=$#8jzn_aE@-)h9f9_Gdvo-CB%jK4=pFJ1f
zB?Q%vM!^b>)V8{}{(rYsK{YTZF5$?+%8Ho08-CAkX1?4$duCXnzaS{Zb>nxNu)>M;
zm&}R<ql{>muvY=@i*tX0k7b^IyL~CKID4akn|@4mLjJbnBc+(Y_^%Bwsn@=Sm*f@y
zz1!)w>s`mH4YPH})jw{b&fgDp)JcVa?iG~=xn1Mv2RpM#!1yI*Q7Idm8VSmB*7?vn
z3$^9)W-R=>3dDk&!xBR7VTl_*mJG#JueuUN<FIsKy9HC1y{pFJA&JYgV%%t#sp=x@
zi`uqMj%=<|@GnXMgkVu=1rAbQK)^&fDa$6SkuKWvO;^Ic*KLkEb9eUdZkIp(9hY<D
zzCU4fRo$M6;aPRWHy1BnJ7`I2ooXUPK%B#oNdUk^$y1^DpocC~YgaQV`*H+to<PMm
ze6x)&n7v4Vs`GE5-lbuxhS?d`mR$Fz#ZLuJuh;VfC7;3h3HXMepG&<HyE=V#M+|HA
z_t5h*t4wNzet&S<{x+IN@*Y!MW-MO*=n6MAh?hA9Dy^C+2=1vFtmC@QK6xFN5PS4_
zOPptIw5h-Q?ymmP@~RI%vs8vS-(lIZ^6x{vwrvr49sdxt^zU}Mj<Y!LTwD31EJA3q
z^jIG&PdWh<qhH>IVc%mNeDtH4Hp>_ndx%<<h5-45;mb$46~|j70jmm49aM~1Au|T@
zLi2VPF3z;Ei$O05H?)f(w6DN+c{Um%>$pfU;S*I(j?Rv+Mv*={Ilqo8fG&TP-0z*a
zlFcn=V=zW4AXmhxP)!y#mjK)eFTW~0+d~HQS-XW}&+Ws5-A{ki?VZ(c4|r=vebsu@
zKs`l{^JU}xp$w8uW85#|@PKvI^J9*0FVdd7<W>y6Om_N*oV!?1cj>$5y1S)0eTl_`
z+tf9jx4w)^BJB${c&@%m-!kdrQ*6?Uk4wK+Xid#j*ew08CfH!vo~#>XdfZLsUnuUB
zFrSdE;lsCDW7$=YU0>Oql-GPRB_(cBUFvf+du#c=a8co|Q@h_6<_F&__$qJsj9W4O
zc-PbGM-SY~|C{^qAEI(x=jU113H>nZKSg~H<va}*w0zp}xPv2nmvpee?*rFXkul2W
z^%b5u{N3A<kP$%*e-)?rtYztHn<L9hOmd=+O&=Vr*gZH9;B>AzWzUNdJ(9_vuIwY_
z=VXx~uJ2gq*ElLJ9lAejzT?i1hDzNR8vP=|lY5OSCMSMk>Zh(aRqI9>X|$E@P|Db{
z?(UaXEs+iEAsN33)luPa`97H5PiZsj3+<T8W~gcsP!=^f;-WFSGY_dQDp}XwKG*Al
z{fDe+_k+~_1^yvbuwa$cl_XnbJK7K|v>wSLF5D=hQA=vOId2GN)9qn&F_e!xcvILh
z2-e#P!M?#MK<m<zCdSRhvRKJGfm1R;K%Z-#@+G`stI9fMs67-i#gFa@%eEqf;zqn+
zo_0_PcAY>$&7QHHPXlw!i5kzZhVIc}syuFRax}{CkZcbVWA>IUCRXYDsD_iUIP?`l
zLY;7H8sZ1rbG9mxJE-Ue<KNt3?PfoK5bL=t_2u~xms_$+7LbM?fu3t6A77r749z*H
zV?;k*Y;_U2Y!w)SF8s_G2(#57i}`1<j~O`hF<DEuE38)HtUe@$pc%}~N+ONReE=EF
z%a@0!F@RcfZKex*0IKC#<wEhF79r~n;?b?8ZaxBtA9e=|+ug3ZWdevB8ArAcm(E!O
zOJscPrIabiDtk$LCFk4C?{}T|rFKI|U|xkon^%^!3RX$vC?vX*=6`X9k}6fq?k?Ao
zMnkkoV8EXnEn$(r#&yiTc%=H<z4>KU(jGJu7keNg%Qx<=<JIjmss1#1f+^<KlgsIL
z{g1h4{&fF%|M#}+d@*(ii{K<tZrm&<^ir14S7J_<$J}bK9%5wrybw6;qeuDYvdVGj
z!j|>21}`!hIT4Ox?}JK?<=B{A75;u8HqA>Gsh2DS>RrFlu0?VXI2orKC3LTs6cf_o
ze25!2+to{ZAs>OA%w2qk;Sb3;ZNLwN-C9^w-fnT&E*Ee2NRn2{MIHKk@>#td$g!Ds
zM=!Lk-Fj4K@>y79be+&7>E-yUoo1icmdAcG|450mdRR8GAnhNbIQ_7!P3ZRBBA$Az
z-LBL1$%;Qt%p(sQvX0#JK;u>Ke45u*U63&U`~%fL?}H|<P7%Llq|CaDkE{*&+c>ex
zXkhq-qQ&t~H%8s{hiW%jKk9#AGU9Qk<GYD+l9a`$NV&fI-1jAGzPjGF_$&CWHp0+x
z(sz~<aAT|!)ncQItj}TJ_HZ<Vq;0xPlrs(k?zHLlUJ@B8xp9IKxZPKYjFg@r%kMDf
z$~kaM<i*^cY?q<uTJI_~7)KnPttxAVBJ(u=Z2c|>v0d~0^4Eb3+hVJM<!i$J3=_X?
zIp{7vGp)7rL&DgPvV)KAu8GusxceC|UAE`miKDsi$EN~w588hnYC0XUxUcEY&H<KP
z^3u`|9yOOszK%K09IE{zF-|Dnw*S(X!b_RMcN4dWr_vU@biC%Sv-8%avcs!ib&vB-
zM-1)Y?JF~cuCowZ-wgp1v_!90IJLzOJlFZue|$|+XK1H3`dd<L;3z&sQ}fg2JE4sS
zxqPm&jw}8REm@GoqknJL;OHCWK)<V1D*<apk^eY3qTKG9<cWLj>UZ8R>5PhZUGYoz
zYn-L=E7`H+h$rGj8sf7)L&4Au!XortlQ(W(y5gnVP_w@ZU4^>T<ddkzm3573q0de!
zPWY~Q`$dJYHsNi$d2Pm&I{C+=-|8m^C_R^zT@!}*7u#S-*cGo2fw2{{PHwA?Or1TM
zg55ct)_vjgI1qQQg?wI?VcS&M?u<(o%Xzb<H;yi+dx!OX&MzKm)_p#Edzd)+JWA1a
z0`pp6`~G|7+OFH-dv@K6>^2M-Nl4j<ius-WD)<FDEa&z_ZsT{+kLUPhZ~uPUXBS<t
zOKy2TMo_xD{OG{N%8{GitD+17^l>kTk+Pdra*ORMBAbT(Ay7|-g5pq{u=@#b^>e7N
z*Evx})o*YV+K;?huu$_|g>BO#eqjbQ8vWO~dSLR!7q2H%v$(6}@rb+`B~~}%QSZXp
zgpv2FCkWvg?c9+yvr%Ek?FM)5C5-=l_+a)a=Pz&Tn!_6jYHfR(R%L&h+iK+UqH-p8
z|IGDtPxEZ^`+7A+X~QnAF8_MI)C#e)R42Fp2+FZSY$!*Sm&^<XihXhU7Pg48iGUJN
z$bQ%T$TzW5sCDYtq=Ie?A4zTmm4T=@Mp97SV2CHe)+vWzF=Z>B3P=y$+<uIVL$9Gn
z(Q=E!k@Y;~&^`d!ilB#2g`!GgtZ%m<v0A2eZ766%1)-QDaRj0(1|>C}0>bw&Rn@5t
zCs0Y0xOY>TuodetfXbF2X+u90wg)gEfP|rY3&I(6XM8PS8w{b;UK(VIsFE(X5dgDY
zcbOfmYkvbaI3`u+&u!D<&@IU<z=U+!L7im^u+2;^anz$*VQ%~2*0xPgiQAh&>E_iK
zIc=e=vq82&Cx`f03p8@C3F$sW)XIhv-OdQ~@X-GaRJb`6J&upK#Ch=j*vVqlK`7>A
zWb%=MX_1EL3;fdN#MmyGX~|ss`D41B8JzvnH(lp__ApW2l269V_^dc2jLW>7W>A5d
z4+MsDs<s@ZPPoulEKqSS3ihN!X`XrY`H~VeN4uezXw+x^KZ&EtRfhD1+hKQewA@cP
z_mL4_7*X3cP|;nDPTV77q+SbHn}h|qZc8sgL3|SuX4kHDg%B0lank}t0QLM~s~N&0
z;z4E#1&?4;3`rF_{WPw-SIb}*UAx>=EpY*>aPODRbx2(W4daXPx$qIamt6_n#&8|_
ziua*g%{9r$WHSa*j_fQf)n=2E@hwcWRl2k-T=(hm?PuV(ncZ%5-U*4#ID6ZmoDf-l
zgzkUI<971Fp(}<d+v6TTsQsb-?b6xX+Yay7@BF)RBronn;`z_}gleyx7w%h@)m4mB
zxcka4y|&_D!+_QV;do$Gkm`TdmMdPvzZ~@Kcy)`%&$5O~i|pQFy64ByxA(Iw7j?dT
zB`q$CyP}m6^*Z&p|MR;`CsIxfw#L+UeD-~{_L-hT9qb;tlc4=IVc9Xc8N;%jM+nVP
z#y1!}F7(OZzuRuo4!+?3`s`ZsZ2st`kZn_AFT8F?*qvKmBHwE{mCgOx<@|GeFwGXX
zTc)=5q|5y6yXt-~Hb3#@S?8Tf$DiGAb$57IZXdb6(O{o2{9XFi=vijff;Hb&W%bhB
zn(4Hu<Kg8UPcMDSeBDx^yd_<g#^nluvLQ4Qgz#e2<!j1fMIilEHHMD<9>~8O5Py%J
zzboVC;TY48^Cab_M;~R6sKwrBe`pat(`K!o(uACNX0xGkfoyhL#gYG(n~gpmP*l5V
zvS>%fOlgONmsMFd8+`Acdp*VY!T8OLS34q9FKxe)kQ+to8)Llk>-?D>yz$za-Me3y
z7TWH6?i3WdGS?ve<$tw*)l(xAp6s_3)z^Ea+_d^IZaw}X=icXsioZ@(MSjJq7j5{m
z;HUPx0L@2GmHMsY^j?#{4GHwdqr<1(&MaTJEk3X5ue?G0hscDl;^?)?ACK#u{exaU
zaBm>n`PKN(!V@q2Nff#D4#O9!VZSMD`2e*4(iU}f=2IZKk(i-y!qBM>BELC=&>{g5
zb$}*I9IYqnd{oh}qHD?m{>+63tf<y9QYUEB`Gh6jU`x$yKdbRmNMfp=IY?e5cBh53
zTf|TG#GR}$!>Qrflx{T$WG&VZ*f=|FSVB@5-42Q4kaqK4q40qamIgs?HE}Lo)?4aB
zSVB7GWp{2#^S6Co`8SdRzGAZDlaGy0EEzPs_)7Kdui|@GPu~dHgI{)S?Pm3rr?r|c
zSGrF`KH`0~9`1NI6I_Yn82am;`jNr@d2dH|X%F#in%|*shPUEBJ+;{SPSQr$?tLc=
zQ<24O`hj2jpVnioreeJ}3D@b3rLPiNo7)bQl?{xiShUWZoP4+2vgTmnMLTj|XH2;5
z;I}6eTG=Kne^wsqoI{+s-+ym^cddDu;g-v}d3Dol@tv{Kj?H-K&PLt$i<Hj)DvWsj
zEA*j`_q{%YVegS0%adkR%30$vVit|T?zzd;!1H(4rXEGeH{UffM-GH7SB(^&^Su`N
zsqBNi=*(?dM%PijBhxl_d5h^e4;i0!tTCE-ZPhwnF!6HWy7tB*sL)HBH}iV!&dNLS
zYr{ADdzW;Vl{JjjZaY4P|Kb}NJ*G>x;*P2(oQv%Lbq~{%+g$t2d8XC<=2>c5=IVjo
zZ?5;o!#7*&m7B!bE!;M+FZ-y2B<e>*#qNNz!_e1fr1Q>h;KAUX10Nc+_jK2}M0aj(
zPmtsv$z6K&*#zo~?^MEk+vND+zJ9UGKV*kqTiJ@g-`iam*!Y7$6ZNVFw)QP#jCk)}
zshIF<1ZxX$ZqwQ2Lpxlr=tZ6m)Zv;2I@--9tuOzFj9c!nUpNsm@zejzj$@(S7o6*2
zq61oMUj#@|GpCXJrlY^6$9fXCT>@bBn=8Z^`3&KQHA^T8m)pQuuN7%Wu$&M>Tq)NZ
zlu(hcP_<D<jNU!f0NILu8M4V|SNmhw)kW`sD(nYh^xN#Rb<nFuK-9d4^U@#`k8jB5
z9udeju4K%$$rzDC*$29{7z*q8ve7UqbQzp*!YXD_bfnfQREr(5H|!<OOcf0jl+_T5
z5;g1v{L|X;bCtSAMb6;NtHhQ_FV8J~+Rt1_)tK9d1;rXd*z+=PSh$cn3^4@vm8C0%
z3SeEWHsVv(xl#7QGXx2rc$o=R{+t;9iM^zUW6)14_JNi-s@zjpdZP;)W}rzuDo#=d
zHdVlD57@IOnxo|1yI8=#)sI*~=amsq*m1jv8Z4%k?eG10(um?1=+u|$PAd_pm><ea
z!Ua4@fW$~LWkL8cl0`dP#Yc+}A=vUj;wBw}J35k;yaf_>5VSZ&G#a(nC1*hbVT$ai
z>nTr$T)oKp0Jp9~wh8*O0i<ab5|G9**KXUsj21yi^qUPOjizYLRu9Pp5Cof2?P=<8
zB@sC7u1;o;FcOmy5`?mHV#O1rhw+=Wq1zUns2c2cmp}E1idc6&q_cEN5VBr@o;1fx
z7YE;Igt1|19@t@_EE$ymgfTzZlrRmGN7ps>U7!zDbR<rs%DLrop*$ifFqZ*Y3L#Ms
zdi~_jSUR&80ky0jLlDSTN`8Td0}W1o!2k{4(B|FonOjM>FjRbke%1$mM?SKX0*<m0
zdi3wj++Y5|WAQh4AlUx1Q?pguF=`hvq5qn4^w5$Y8ei{A(c)ER*ssMscWHdBiudcD
z>A2`m`^%|KE8O$4dcJ({lHAXujXi^}{cpTq7qse#+wnl8KlNST#a7zqV@joA{JYr)
zMFZ}UpUR_tMOV6Y{3ZTu^)S9^VK};$rLb^#!yjWijoIZBR;N_9_pbh)o1GH8%3wHk
zt(|p&-o?iW%9D&xzU7#W$@jz#VR+ref~)_K8|Up>jqYr6{+adGCVIT)UdGe0s`Rd3
z{vW2X<zB{i6#ZK6hd=Z(Sj7ACUatGF{|CQ|kSbn0LZ&rQ^VWfveY{+$()rY2MrtzO
zUA!tI{MnbF4Vr%v&KETd**5dP_r3gU8=7V}urjRW?~0#o6{f1EQm(w5A(Pg>wK97(
zy|(>$ZP`85sf7!EjxO!-`&GHvLhVPH$*R(Mx%)mhy=R|#yxi{L(w_Eh0S^uvq$X;A
znqBz3LaszI<d?PMwOc(s`{<ZN=f|OrD{plE<Wh?#Oakv+{;9W3-;H>9lK%Hd(~o;^
zC@(+WyXg0m-4V#x&c4fVS(R4vz+-cGQ**(ezG-T&AUyTj)oWeBljTLQg5%Qd*L2xm
z;?XwZcA|BbTmw1Sjbg*%0r2dtQG#t?YM$&;Dpoi@7pmi@DtnVoE%9j6EWskDO4eU=
zl2_{>KhEYTh;qmfP2m+~^V-pBZd?ZB_4;MCB`Rb;&eaCIB?!gi0);FmIUv*KcV#d#
z2)`k;RPJltNKz*iT{-<r$YiRwKwWf+dB+e{Zkt3MPl61~v7-|Q@ApmT-HEAuxa8Hy
z^HtW@W(T}ipidt9b)Ea|^|B_`Qf{Q*<K_C8p=(VA<Ney%meWReJ13T&{uCY&UT*hp
zI3z2S>7VyTw|2Z$tubWhF^jJmr@M)|!CuVB9mgY0d)@b&*GDcxdDNJFc!>3{{yFnj
z^&fIdjxRb}H|F)q*6WUO<USO~c9%`q({X~z%QBs^tEm-{i!S<P+|k^9CE?8myDZU;
z|318pJWKpzvh9RJ*Zbs($dX_0Zf){*(=;nJP)+Q*H?}jl&S}kYpZXokznC2B{e7bG
z*v7B_5c|kQVO4$2rMk{C^`*+!V)vbH(s}Tz6mxe|)WF@-6J8nbzqXyYa!Q1fzxg>Y
z?Dj*gpvO<Lu1*&I!f1YR&5wxNw+L!CpJ4;SD{@S~EyFzvDm>9wYx3pvZ@GhiGQ74C
z-C*%_(on)1&m)!Rh?S=c4JI%Nj|TSdUM5^8mEvt?3TBpUFYoIqv1r!370q?bK7HuK
z^kYk>6TIJ+0Y4wavoGvQ(%HW=G{EBO?_?A1gsFd%9=^Wkzw(%kauZ2e)h_Il5dz%1
zf^V?7MZK}ZLwI&M`_`n8^Mvg2_EkdcxecqPH@r%)9@(t*wk$(E%zGpYH(7O;wcxnx
z11$r&197Nlfw}EJUG8fP7+s$^#^>B@9e3Ylx#s+v@zt2hnwTH9%I6x+X)JC!))(@4
zM^;O=!ovEQM~Cmf*G7N%*FH|}xOPSAQ${<OA9{{>rA&QuqXrYRFbcZ7j=5a<XuGt=
z{SSM@H26?o`L9hEbgl{xc9t>k>VN%mdT_O~O#cq%r}y1G|BzTO!u+n+r0mi#HWNx(
z>oP1vTN7ga_=@iZ^V@$)Zr4?PXV3fmQEh3i`}@vn-gIWWoP#!%_aR#VW)0mVux3#l
zyk<BwS(u?6R7uu#COUBAG1~HG_!lB=InrQpo9DDDf=#->-7mmkwaGEaiV`Ef{3fib
zGL(`ICRHo$FDB~YpvK7v7K?>u!gcAEEJ%_ntDc_;+b5G5m-uovl+A9`VXgvY7#1cR
zYln^5z@Sw^>Z!m+N4i2*JGU%y_<tpB(1*{07?e`tARmtN7KGl(XSvP!_xnYWrT56E
z+sz-fYoCWE^Oe7Z{T_k5wPb}&gdVU2wb2hV801hEQ?s@N_EJGc1kXZ=hLhaP-EYal
zNQC*>7wd{J|BGu~;2(eI)rJuLl6Y@>0IE8Dh^9GIh8p=rSTGdL6>S|MNi0cc42XE?
zOUZ+esFx$@dxY#GaY$-2h46>h0L}J^BWw$tmVOPHA>Dm(SR2XgfY9a_!Is+62(c9e
zKT(a6C(u4~0@!qk2m<H8`cquo`R1fY&^w*uglvqX<Aq&K3<a}y&hIFI1gtEr*of<e
z(mJRLab+%g3(d`$$~aB>A$SF<Las#6ewH5VqnMOqR5%DN2aV0ZHgM(4-a_S3b4ep+
z8D(>{*oCp<apL07r76;vBZsM*G#qIsd=Jxax1bwSxhg(nV7FRz{*R=yj%)gTyZC4o
z0g;kcKsuz6Mx{YYx|EVex>EsZq(fkIGm);Lq;!WHAt0TjVFRE0`~3cfKlWOD?(06+
zIqy@!tabu8(gvR7<G{oB?HITwT1qxTN#2=xu8~9_NMdyv_KlW&v_83YH~7Bm!^F!<
z&OtY_)Nxu+3DLJimmg(SbxH_k+JD@-ziNBs*d7|@9@cRq?`w5!ebew&|K!Jji$uHa
zX1>quaqgekQ{ih_hv9aASb)q_72|7^OsZ!`Q(!8@&fEP2R89tGtbzkl`bjhgTk5+g
zRf)t30yl?U^KfaZ#z2{&PD0KfUn6B$FP;yaL*_DnJLFQ%o^co}O<GRs31cY{CP^vp
z1*M+iVf3UKjwGdZyNVZA51g9Eq@IJcR8uvMqwzBNrQlDmB$2pvBYI?!fm?|l9Z8#+
z@G8k?&C7VI>0*Uu{S?+8!9I{vqUF54_EP-}d-w4A6xD<)+p{yi?qJ+)BaMiC*5<}|
zhw{j;$G@Q8*r3$g^_pBPmOfem#>EEGW!GNF_uY3gI|KC5>r`+VnsXlUYl&SJc*23q
z&FLdgTu)qv8GER)zwKZDj48{`rCYiiMK$!~(;edxG2vHz*;#lNKkT)^P$MX7kdbw_
ztX7U3<e`9db3`OG`Jm*mtlU*LoJRp9+o4ve)M5Yz3%mrt<(E8|mcBQs$wW8ht{2{%
zpHGfuE>ypvVq^Pge>!9m)Ux4hffxsXMhV!t0sxvPD+fD>oC7otFfi5A<Yd*9d^HL+
z_%`yINLN%R6?j5@cF3Lz0R@~%ZG5@CtQU}u?jz}$)u*g|o$}vgf=ZmBrd0=3;Jg-;
zd$~I(?1H8I?%e;7m@iw1s#+%L@@KRSgU3tcAqBy7^cg_8-P<Gq!$0=6*~0{_bh%LZ
zktqp<Dfc?A9$!Y0;n-EUAu2C2z|Om7QMpP@`0nHem($?FT{i7spYysP^iuuRfz4I`
z;ky8PmZuSewtV^iD)&$?Ps^)+=}qV?A9~$uibHTj^7)Z`u8gR0i-B6=p6x0jv(=fk
z4egurM+6idH31~!yh1AsVUtEniWuh+rk2xp<AHh|o~L$9E&e$o>&c^6MG<Q4Ji7_2
zFHhGH*%U|7XWTBG?n28#{_wSLyA7>m@e2&>&8B%24l=|T%Y2EzO7%3Qxm%+jlGE4g
zZnD>*Ch9?7QfvI*9L<JT^)b(IKWXh}_Pd{O`QYb`ZHtQHk3^FNB>n7UyW-3v*l|(T
z#_FGl=G1lOd@ml%?$RyWCG$@>`FQwf4%th8SI#QV$+m#P^v4YIYgt#<naT^GrcK!1
z*S<PS*8a8Ir7*kjD`66#SmA6g$NT9utrChjan73{>~N_+82qBXdP@Fb-n=7M7M9sA
zQ=txR=qq*!I`?kuli|doW^!z#qZ}o(-Ar_!Y&ECzS=MVuNmpD;mwTi=9QNWA?EMl_
zM1jjNztPzK?$18qi=)FxVRI67SLxESFC5<15}~F@(7r%Sn}0fbU>}zj-CynFy|$5F
zE?~HGUhVYck$?+?|3-#;4u<rp>u#DXuCB)L2`zgGyJR2l1y-&|#BmwS^07?|D{HEM
zxV37&_k1(yffJ*gX?$3+?Qyn4<jrZYq(0&3%FUf(3lpvL)dr<%6OE5&s{0zss@1B8
z2b|S$ZF6AzygO&WQe<Por@NF1kDG>c*=27h0FZj$YkTfVEm>l65PyNBv*u)lfdrz!
zxAK=WYJjPWSA813)3_sRi>+8PNeQ-&<XN6Vz}*ee1jZ|1!N)HmQZFV4SP309U;`+v
zel{8Xq8`!=wvu*AP+TGne6Xqk4MI=JL3I#~%3Uxr)@#Y*d_!p<m57vxupiY<bxoZB
z$T3ny56tS#<G7CX!!%#BWC7piL|I2zB;?8R>zjRz?=nV4kPsd`PCo}4NX$@)udc|B
zs}Pn_u@H}uRmq=mi7$>tTpHw>luSqkj;?ekY^Gi@9woh;4NY7ud1m&?3g)Cp6-Z$g
z=Z}a&kAINdH}?TuCJmeb>byHnyhIS(32<ySLoGk*hRhfXfgbU{lOJ_IPRH<IS!mmd
zPCK54myy2rq}^$@*PO<3HOtO|!NdM*BNl!Dii>1P0O)Zxu>qw2*P;qpGwi@K2S1l4
zt{xX^L8ioEl;Jo27@!F7WbB~%1mKX#1dbbA>LSoi_h9O^S^bm>I}M9&CF#BD_UWOg
z5JN6?ew~+77voGaoRzx!XVjnpbn-o-o|4n932H6wS1sB78Yvq+4<?h0dwNiBuGF$e
zx`=m1xNmeu$Tuk-K`oE$K#JJD8k;gv+o=>d$Cyhib(D&r@BZTl8Us?BYL=i9h(ap`
z?R*fXmk_$6eOg=&z*{&}o~&!Ts(|xHTVAhIMwllZU;|FAdXC3a9^K~>64RFF8Docr
zp;sxSgO<!+2KIblX;w+fMRwK}2b<i(ZpvpYb6Y{R`F4JL%9P~}^m9qb!V~;;#XZ*>
zu8j_zKl+~^4*GAw3R>X;Z5clhH92myP|GoTjx71YZbz7PZT3h^`6HQJhlbpXp7cor
zIY;YO<K|nX5Wb1V+AF_URMv)29*Kka5>#kJd{X)S0!75sr-43`wRMIK_}bBO_{vdD
zwzb2D3g^8&%LqgLuYuci*uH(6H+cL_mR;@qM+Zt69S7^Oprhgnlf`o2#*mobixow^
zC-7b~*XXP5rBP)3^|?*2WtqtME_3S)s8KR4AK3^b4KnDzITpN}Q?q+8AK5{U(A`yf
z*~DmM&1;8DsD_9sYCD#2(TJiopCIkLCbB*V-O-|u(#zb?nI7lgVBe15O!nl@3cb%k
zH5p3okqr>O{T7@A_TYX61pml#_ctdX;LAg%CHTh78o1BhX`<3WRugP~$v}u`QEQwZ
z*n=i%AVvy8DWssO1Hld{)doEukd{*X{~$FubsBml<F*w28;Qb-fRHTE2Y{5HiEW{;
zc5YMlX6!XjvEF;W0&5~3j$CV<_ArTE@5YwJ+S~KlCym!u?jL38r1RGv2}>DbxC*;j
zj=%Msun#K4UBs{aSd&t>7et!+3=T@X*B1}`I&z#iDB1UlUgD2lP-nre4MK{sOUuaa
zXdq8|Lw@0hWdRIDcVVCY6HZuvRHd!DDLivFFw(PseDHh}`xFNe7LWFH&*d0@f?|!o
z_VtQzNmH^hMHZ$?@5Tn1$2q4#8?YtGG%gchK04a}AfLSZk3QB1ZR`g}`BO^K?*4?m
zn>_2_Gm0FWtV!~@(P}X-+u=-z!f+M)RBDJAegDuY<i<xFce5@te&n#Z3yZvEIpRYc
z?v?si%4W~5&VONf^?t+S^cF>Zt;40@woKJ9RprySx+D+~Cr0Q&fbLG0iFqh<?|3J7
zW7VN8)47ImIPLv=Z<(H9H;q+?39_!Kmn+mY#h(<V$0U<48gae`FH4oD*Z!N_7vT6^
z(WPQ~#)=nr3b)o<G=M*ucCN3!cc|I$abL%{XSDV{20#Nn_;1(=83i!<Q>To?J{5ze
zG?Pz!xjUUQe(mk_d%X}+45^Zn25;Ev-<bw#-UjMe?gz(hUg7i<6h3R;DClz8f+-!;
z**<FvrEEG-;Kl|M3=?xj&w89qxn$uw{rVw}#+jd?W$~=rHFBKYCu+ksSvw@R2=o@!
zsP+Or3!pRZxYN7zh!+eZ?Dx^!{~+vfncu$S6P+Y<!&b}~?Hr!&PwOQnGT7W{i^tah
zA(<Iz2E%zo+4pAup<eXXhcCGju3z?(#~L7G_0#?9rKuM(kuDehIv4sle|Qv*H)X#y
zPJc;TVUic{)Mt)=<l&;}OR-p1&QCQg1ah{C)i@8b0!7I&G<PBFtU1xvpbbWbH8GkU
zf}a@e#SVI%>FuzJ{#ztJ1RFFcL9`PqM}IXS9TrwUWjcitOo9GY6^ID{L~win$?CMs
zk4m7^LHnaRupsLKlt`3b5q@ZVL0-Lf!8jE&hbB#HrIw_}9aywcvbCTSP&UD|4?N(B
zG&LMQ#_{61!p`p4d)ZPy^K-rqX}~HYwUrVbuJ}7esRC)*&=J(61l&(+=xKHZNR!y(
z8Z4?WY67GT)M|K!sX>njNL;w5!&wQ#g+g~+i=aIB*|8#uu?r}~vmh}-Av#NG!cg2e
zaDn{0t4^r#PWC}`lwK8$4S=k1ici1N?Mo_vTH%$ANX-_44lbw{Sc9=YYA%SIM&P~s
zGx<>soWHoD<a=lxP@x$b4GIn7b3oupP_4*aHcG%QyBy?#aVX01$g7@1A*baJ3kagY
zs;>5<3h3$Z)_gKt-&M~Kp5zpIUmu3p6_;T@tiLHp$#TMSHMAGhA+EOwX~6<{)%8h+
z6bJ`28Zi0GO9{%{RY21ybo#Gf8SP{Vz?fO6c!BEhG$0BB1g4+*Gz3tieSukvd!xXs
ztO<nnu%DOgk)vKi?|cB(G8!X@e0-L?MBuXy9Evokl)6;hvoj$`W}(n0E!ke@`jiX+
z9iD75dSMI2GpmoS2QUsuqGwUb<VL80iU~lkDnZ}L0{{UOOPf#hALK<1*Q#`WP%FjQ
z?}zfa=Npfx=v4-P`kXVh#p+9~5+rSya&l+|`TsgUxZSfK$(syOSga4WX^P-G;Dr6<
z*ICVCAHj_QJP})V4$w6UYN8hH3Uadk>pL|)qbG+P*~^|`k!L{VVIqmjy4%xOyw`+p
zz-5k*l2AubD@z5t=hL{lq7pkH32<<#3t2|vbJ*M10uL@kOBNW3u?n(ZLm`t4^;VOb
zIOX*b&DE-X*Sd}QtjYF4zr7i+r}erNZ_$3}`&n4bjYW&*te1zqxldZBSDNB!vpKSF
zULZ}S2gt7r-kx3S34z@>MY}K~!lu1F`Wf71OnfXHUHr{(bOCLV6TL1yNL~VWzjQ}A
zyqOWU6=Eb6kU<0~ZE8L^Wb_b&;Ix(a?DqyzN@$bm(W$fAaZKOQnGLbKTQP2mH2H;+
z7joXdNL8|7)MUq=0Mvg8YtS}8Q2q2j?Ts>72zY~aOg5u<d7Y~B(-1b{n7`)fIfFeo
zd2a<xDfBz1_ML^cVJ<mIlOu&$fzae{Vx#<HYqDf8BN70vE1%yn^PV^NV+q%XE$)5r
z{p&X~&Q3-%vfjU;eEc-vY%TDm{+w`RUHrAGI?)5JK4~2;z9lg;uRwLrB_Wg%ayi%<
z*?LF!QRB&RQt1YUKrPTAWWpmyr*DqhWf8#~gzEehOgVGWD=<Ns`Nw$MYD!0bB77P7
zm$XY^(wi*AFgumuHnk151!v2oQkfDONb($Ze{TJZ5)wDKym%db&8Sq@SUZ`;_2#!!
zWYYP%^2(ci7w5IJf@9mi%_q!PqL|^%{a{L|y0J#v<{D7mxO1W`Pr)W;lP(mI6q+kh
z6+n5kQ5fi3nVntszJ-UC;)|A*v$v&<-%0FT=%v2eQE^{+nU8yK_*&bSVUecL-?~;N
zWeehOzmg^fa_zSm4}nGTA}md4nPkhaBxbc*-?#~9Aj4On49V0u99MMC5*vRyq;|C1
z=6hPL;9&lY+R57Lgvl{Bzwb@LWXEAQqDWMaU*O`#VT8L~l;SqBq1p&>t2X4oMfuw;
zTIHLj5498ttii^|T`y0)O(ZF&LitgU$hY0o5@YGoqm3rYO!sx5`Y}w2j@*ndb*`B;
zR%cz+y>6pQOWlzsMiFELf9Hc=2Uoi2(!&eBWGm*|q-Ya^uk(Yo7tsm-Sve5}QXKi^
zzo9QfOYg<d19NkqQI@<SJa!xlo}&c-5!}-0tXUoGX21rg&8GrLai6p_xLy+}Z`}JY
zGKtg%-FY~)@?ukfotg~1<<Sr=FyoHS*z-q2qH{TaQW$6ofdN!2>&5h)Z#0S1av&sx
zTaxcwFE~YFgfEcp^rW0Jl++?rPh?tN9wL+_ry@@dnNs1Xusen5sN;iPL+~pFBp{`F
zgvq!B@d&5`1x8fuvJ$Yb!C@)qyq}fo_n!$C5QGXsiI5tAxctHv>x`4eB05MNqNWb`
zd^CkTKu>yh25LS6x3KCp)fGX{43vj;N7EL|K-Xql=d^5IQ{V{#w1g|l_S2~M&!$Y-
zKBU8YR0M2h42v9g*$LHvzK-*)&F;^M5($Nv5hTIsQTYz{_>+v1L{9s6Q2b=Ajg;64
z*?tZnXl=X8My40KmP}!f3z!Qe3r#5e2ZOho#F57)7nbokEmH=OLCGPLzS1>~`*zHu
z)1G$<Uml+%W5Rt25-@>2HP`mc#>OA2f_BBzkaOrxl@lTXhZxW|wdzn|tVkVLYpjx=
zcYC$wBtc#fnC;^35bQ+1SQH~kR`I>{W>#<OcX^yoWTYpLad#T&Hj1eMY(Mm>2V>9X
z<wl>6a@9`-xH!1GrHPK;WG=7kjSY?<7c{x(N2j(G)^=t6ob9k!Ij{=ZX0sH9?yYrC
z-sJ#N3a{#h*2bIXMSxik0z2}c`4GFOZHrHh37oR<6yaz0O!AB%-WlvCc+UV#6tpsD
z7V&^}cubbF-Ki#5I5|Q`HUfxw067z0kPMFId!8a;fS|aEz!m?RHFJolF}4z<lt0tS
zB`NDy(|2}pf{&+3yWNzyv@xtCUwYPP^pY;vwKnF_g;&?yPBiGFQJs?4A&QJ~5U-LD
z4k#dR<Fog&0~r*r#z8O1eE)`c*8E`MKd%(;1ZKoVLr8BzYB<l8BC~T5hqYNkH73Wr
zx6xZv(8b?WW*AX<+&9@MS$7~Fgdd^^r3qAg4ONp<0CaG$Wj{rjfD*kZB|BGD5aSv2
z6ajtfEkaYTL4#A4iW93XMdXAs=*sv=UaxHtLRm=OQUtX%nVe9EzF?>?$yV_j*G$o-
zk(0d#kj)ttqwJ(i9qxY1(WfJ{7w*#Aots(TZZzKMof%WRROhlUz4`~Sc}SX#WGfEX
zuO2Ahp3`8+EL5h8I==dDqa1u#a;1MnKBzR0VvKIMu{W=csk3xo!_+nEofzNb9R_p$
zJ|g~7y6rv?DCxtWCp@c1%@Rx&pEtE@QW`1Ax8|QwBmBgsadI%vProNA`1_+%{DwbA
zhw;qM3`U&jI3%3k5^wdRbz}_h+>)=zbY$IQzid;Q4KS?GSmj}9r>bL;zo)P&+26cY
z`nY*O>&tO$Zo?{~vAD{3z_-wBF($c#IrF4Fk2zfS?|b{)#k<rn>$!FVAwt8`eIA7B
z?$=(YcyobwX72&<p@nd}PYfUK_vMAe<F`MRsp*L&qAg!SvyANun?s|O$p{qaUvm7C
z35CHieAV5n^!QWyAB%fro6x*s))=AyJhF^pWrC-VME^Q$nTOu89@nrPH6Wdc)yAD~
zkI+LmcF&TeGw{ppY2s?qoz5$-((VKuY}}%@uVxl!PUd>dspZQx7$do%3*!TD1xHJt
zUx-J}bT(hIo?+gt885!r*x6A2+cfp(%A$dVL`1Hu@oW><J-YHpX0#KPx_^57+`7T*
zEipxuHH7iqygq#;!pxp(ptKLSw%19hD3-4EDmUkX6=*L@9XRK~X+qPUpU1BIBABE@
zvt@>LX`~X$%RlMTb}009$%tIr0?n`H6W@vO-yoJtP!YrR`_ck$+UDSI0#8t3`3<Mq
zp1+~dJ0p|}p-*8iV*1vrm`kDj#8<1xF7;gBq-nyeLvSx0kyc1_8f+UbEpK2DZ%p9I
z*@1N`T@X_H9k3NVv@R|6k}q{-mfp&!7=ufJfXkJa<1Opxa(C=F*Vh9F62sZmDW}^J
zu9~6YZWgDBiHN(>*{_KmG<u0|A59)K7}viKn-DPcKZaaTvv|VdF_tJot?9#>cMaCm
z61dwJVeu8E-^To`pSn-+c{)jSdygZx^pi}N_mNCJ6hqRkah>dr(aDOJurhhN@yo_x
zWI*Xai^05N+d)O^`ZxEv<amcs%%jQQ)j8vt`|>@-#VwqKX>WDO@o~R@Wo#Sut?AY?
zeW_K~8TwXv9F{WT$^1^gj_EHR^YiV?DfTl{sxBkpf?)ear_R<~sS(LM@sqKGetCwB
zny%5ozCHxwx2|u6uuQh0CSG5c={1HB{f`0cDEg&L@4yw~p*(R~_5id(BKZ?J+G%VJ
z>c^pH7%BUU9xsuJm!5P(0>M+F1k!~JEk&y090#|(&KCkVBb_442T7c?8J0;(*60M1
zMHiT+Vm`%R@yG;TVX>N#0*Z)b`~4V+#mq*S395gXAGuUZ5-s_Te*Jf6Go>q{>-&}4
z3vC@{k5_uPTkE0yYw}_J|E70<Hv;5Qr!xq%jO@sF@NFD)0<)Fd)6t2Y$FQ`6jVwl-
znmiIw8hAd(sf3QBDu@+7!&GjQP>W)8{1R^5kXMOZKbh(oTs~Rk-55CigB*#rEMk6?
zL@U;tUy4j_c8j!f%e1BS2^p~5?v~vej>-pgtkGlrww^8w`RVWIWiI=Cds6pYruXW4
z4vF2q+0Q^trI!16YHisY+c8Pz>X5|qf;p%2GgLWG_)^A{bI65l$$VPB`f4&$duQfc
zJYZ%;nq^WU!7VF3rGHP~_jv4r1oh-LcUfg0!?l`mc+W@$X@!#*Tr7Z)&ObVDp=_}R
zWbPrWD=YK!j-ZI9${!y4FVq>eRng`-j5iiwMdv@)X0U`bH-0)&cc_T2k45m3jtJe;
z6S7JC2<Z7)pshpuc|rOSNT&WO2MQOj?W4j598lacj@@MRL1+-*=7<r2?D&~leZhb^
zs?mHssY5tf4N-xqsK4k3b=goFJPRGUB5<<t@Tv>lGwlnxm%~u`9+B4zF%o#=Tk>}j
zABwlE&ZhwYn1J=TqarH5ElX-O8D5H`F@jA~`(~$sVFza%7Zm(~@>*MLn~HsaT@$*m
zqx2uX_JKv{Y)Y0ID08yo`2UM67+|1y10{8!u1piV2{iRoPG&b>kMj>s?|h2>AO^h~
zt{PpL45T<*1Hch(1T8yzhD37qm925pcu}z_Yfts@<4*CSVszZ>nNF#o+%lfjz};v|
zEe2{5^-1LH@hpr0poc?tBZP%VZA2iQ{JxP6=rX=bXIGz51odLU&Q{F=UBybNBKBos
z06Oc%O<7C<7`P8Lff;C{KtS6WQ2HaMr0iNs{l>A0r-`SvWV?#W?7ABu;=s)F@Ualk
z!HB2H2|8?49o)|o&Xzp*F4A83Ttl8;lNot{z%{3ET*{X#{b&6E0NT-vgX!0>M;+1y
zaDSUtnif*^P`)4$czUJ#-RrNPC2U;3kwy$kCao$S996Y)@;2gc0f(d2zV3b9&cm;y
z(Q7r5>g59>17Gh3%0$CgN&C&@P*f|`xlIpuvh1s<X8U~!FRaXpC>VQRud_N`;`Ea3
zWCi%y09VxZIG;pkoWJNCx~qe3?h|6GNu=ppFixS9&F#~-uE=G^P>Ovo1&z8=M9}SW
zHhTHC_0{(oaxGaBK;|k4Q?N<PQHOeyfy<H!D5;9(5R_xmZZfhhg66x+6|#N=aXnBB
zA*)R$5A<XFq!4=!>v)8Wh~j+IMP@4rXz~*7^O@@%`h!+ARq(lgB)Lo8CKGDFn2nKg
z_=;kSKON!KW>|UL`JKsNT;%e=!Z}~*>~!Z2#h<0;m*H%mSw&`tT6+%XjSnTY>B2pq
z(-yikcb7<Q&rdKTF@kG{m*quAeT4$*L_bbWkwDz%VGhpJN`PtQIqH8)gN-%|-<@U8
z=lxlo9oQCM+vx4Ory<>+buQ5vjp+RB=yaMA`%>anB{L=GQ<v4Z3;W~-&TLaU4z2RA
z>s>U^$9?-RL8a$vn}hND_<>owoFKhh(!;FF?K46jwd!DdmNxJCc=H3tTfW&G_f>Qs
zgKoj+wToR~8@P}m_Nf`_GGj6)wP)T}%f5(kuIi>9JDPjR)-%G~pZt5dA-mAfyq9w7
z#KrJ?g`470uIs+J@b+w@-$-@ud7a;?K?dg&YwE?@qca#3{@~Jncw2K<xuF}|(yWTk
z+AslamV%>n0TQYzCX)gWL3)~<-MWW#p%0~e!ARS2<erdU#lxtCCax}D-kVR?W?jy9
zMPRX@tut<QCujf=Km|DcfgE80D4~!*_M(C?MN;)5P`DJrJi^1uK7t2e!FDByP3g1)
zm^&p3=b8fQK$0zu5vu0WX_`9tOFH0&)U<?wGVP_-*ttY{X$`W=8Yk^rkqG+dmPt>Y
zSCH!$IPrLX^V_lyr!ADgqotU&J^uF4umQ!JUEDR&y1F);+BrYK2KqL4PoX5{fYn>$
z(&M){o8Xv)Kn9jC!Vd!3aZ1U_boUuHjM<%?-yNIT&NN=X0mCdkK*n(pL3qdkZoI!(
z@wM=JC-Ro*cKNu-XC-p<7}J7<4mnnYk>e$3)0b7IQwH1oW^wCxB_FK%uJDp1|CG6e
zNC)5)`Bk%C0;MgCi&1mV(PKb+b{h=FyDj=RxjFuNNvd>Tit>K!wuVSHt=c48l0+8G
z@f5^!E%HC=>Q!WLCT%|W;MTI`3yTNS)+75l@7X!Uq2<z!?)|0e`cy~0*ZH4?Pk!Ul
zG2E#TdZBN=QaT&{bJpYBSLS;_3pEwb@y$|>xJ^rpQu}Vk3a7C@R_I(V@Y)z%bFGZU
zRM!LLm!#fFgk#w#CF;QXD(c6t1o}I2%VJQ+k3GPB<yl)GbgqAw5uvLss!8~+bze%3
zZZ6Ho?|@6ydj>Xo$f?GL7k}(FJbyjc-hU*$tePXt_rT$<O99xw2|OsUQCti+$xFfC
z&H4tva}<=!cy2#H_f4&4_sP2sYW;QhTv~#Izi%g5w@wa847SA|x6OG{7p6__7-WyU
zRXq3`|Dqc=0GYAInBxj(?Cgx}Rc8!A4mdQ}y0bzMV;A3E6FB<mn>A)BMz@nlXP5qp
z)SMC&QYm!4Dczv;x3Vgu-zDpnW;tr7Y*laiIJBu@6Npra8_wWqfm^7$PiBmnYv2qB
z?-BHhR(nfUV|agfu;m}-N<A-BnvkZqZ!JELD&@~Qm_PKqicA~)fMn@smVEYCpTuP?
zCeA8OUXFO3^e4Ku8RyH@dsLZ6paoKPPRF<|4%e+kc?_jQ4|mC)>zqxj8Y}j=k)BhF
z*=sDXl|ElyS=^I&kBmNx31r+uXe&E;HHr?mHHj=%=YIHcl2Gic+cB&!GT`Zmo|qPB
zLbJG<Qbvg+m&@N~mm+rrN~lJ&o+7W-zWPlHS~aCFiAO6Yj7=T@JL(E)^bPTyDvH?v
z9VfO-PoA$lH_Q7h%U92SQtZrDI$1KNTH86<=ADl6=l#U~d&^p7HfBlRwzRWs(-bbV
zUOcGq_vS%t5N=*EcFSLHGqK!*!9d0yN=l>D6jZ%Cc}sZAlQr9J{cZ+{agS;;1Iq%_
z>=>>z?>H7bo6k5GR=<9pzf}^0)nm-pM(zYdw`p`|D?1MkvG35*cQI8yW9Y07C`RG*
zFtE+7G}h&IA!dJW@ZgGk2u(LByK3<g8xd5>4Ron^#ri#IOPYK7ZTWzW!a|NQg!rq+
zMw4eJ<8EsYkxf#zKQQ<jHZfSWA23*k-2J&FhO^Y%@+TLe7q%f1{c7dQPd!E;f>Q{-
zY(M%u?QGT3(&QrkmQuiY<3lO)Iu8;F=W35$njJM5`MY;s`%SCP<Gn-8>_VsLqF9wo
zBqBGPI9)1ySb~*`!6grACz~&WeHY^};c-Z;Ts8l?nx>6!G0uIXH92mr_MTsY+PLcT
zwbGwOCJRQr9$%6#7U3rxf1MYX-_gbMj~Gq_XspPP*jHBgL=I2?k(YqJs2TkmP<`UG
zZAi0`oi8W{^NBdv5K@8<NqR+BZ5X)a8`S<-X#P7Fw``*5>dQSlxJ|rjsc*4YIZr8s
z2PpDwD>p70bEm(AO{Fyip3iwtw3S~_)HTB8FJG?y7Lv#mLVwIwp11l3aZPv$LJJ&x
znN*onqj}xhRx^>4q)PR|xL=oJ3r{4U`~QQOTm-$MIWm6`m45{6lnw#`BfM)Hcb6Yp
z;lqlZp=k9wWH9ca{t3kzoTM@OV9wykxk5m)4=*qQHz6M~#lg^4vP0Qg97}bc0H<Cv
zq`JlBQkD;xg8F>axzw!?jR;UlU`^nnY-s6wad2_axrFoOa&EklCN;j)F<p;L(Vg&S
zHuk_sc48GSeH0+_(8S~={tcf_@M)^~)jR%e&iCkkSm*TIsHn)r62<I&0k?s{+{q_f
z-Mi+&rY|YZ>JW>pm!@9dn--tLG9+DAo<B)O-wQI?P#1CZG+&KEUIpQ2aR`_a7&c8)
zxiLP|FT8Xxx*dX}x${t)g26wuIs!vssrBl5fi$N-IYUJEKm3Dq$^C@+Ou_KhYvdsl
zr}mSHTx0E2HAC)BH`xLIAaIQ{ryY2nmg%L?XB<_aP=nF|%ADv(Utsxvuu;@&4M=n)
zQKe&*_78nOyvlTs>&J=DxlLWa?(AE>Yxpu7Tr$lMnD!ZC7})6(tb`_S%~5m1xld3R
zJ-cz-_Kkk;COxh)I0uf?CB}wA<|VK9`#W5hM8Bg5!Wkx))=XO3J6g54vkg-%$K(m5
z;ThLD-=;N++Z9)5#+@GwcRoQ^ex(BLp*e<BSn(xHX@;kLzU0{aGEF13^G0_~`U&tJ
zHN>$mnkfqx=|!k^e*j>p!iwYzcZ>l{3XTdqXsNnMR*CEVs3Q6Eo**VN?jz3Q2hWU`
z6WqFM&%$>7tfyfVal?Y@O<pq}mNP~j9_-FeC<_nQEUCQH)!#7fUq1P9E_~t=LAh-;
zd*<`$*U|H)2r+Lbf}CYOHwb;8y5o)@&dS3k+A0?QsP}R4lUBN%)lKV9`}W>mZ#Ga8
zGRoQoJsTIsX>hR+Y{JwLw{>#%%}BFeI>@*Bs}3lA!8dTtbG|!(;o1~A`e?W%F8mL2
zSnYiHlt^-~mmg>C5$-wN1{9T>SGZswY+Kt5_GPahR@U+k|43CI{yloQEgxwW=v{J|
z{c`5XNj2}Aur|2Mmx!QF@RooT#_m(|Vf|mZca9n&D*wc}7&Iq%?zh<P(`Sanh7+aY
zz%`7v&Rht3mdK9UYYS<!2cA&9YV%EESq@ZvU)r=TA8xrVS8jkoT}_mXozG$HQ1+Ap
zL+icnw4E2a-N8mjos>R`3XQ1X$R53kUaMEtlAOe}LoWtL#-#Av^N55l8_XGYvSL5e
zP=se{S}Sb6t^An#Q)5%MDo~*$d$zq!c^U%}3U_M?p$c2qo>f|d)x4`iopG6r3DRM$
zQha?`X8GldTd-DIBqdV(d#zS3y7ldO5f^<9by<>a5fB`A{y`2B?bWWwnT#v|whioA
zGKE4wn{V>2tjPzV7NJ34ixg(%WVP4z!(OX<{a<bL8T7@0P*_ql!H0q`S>g7$(#fou
zjXAP-OsD^0!$aepQ|e<T!?$Jc$a4TM1<^Eu9r{j%NFW*lS_y$b{L-_i*ts48%GJ_^
zQXY!@H^0A(<6%|D4wD^c7fOL3JVjD8HEHm$KmLap($<n=%EAMGhVcBatNNaioa|ls
z$Hmb6X>A&#yQF@AE0Y!$KJt`Y6H8^$j-54xUjA{ZMcAwVt>Y2k#t=z5!pZ^chCJk8
zZ;2aMkf=SbS(0*3O?zA!t1)5tM1=Pr<XEQrxO}_51o&v!K?Wct3@kCpdB_3cU)!F8
zaVTN9bXtckleYH;z?s)qQGp>dYZJxX$x6NY=(gH6>a&_=VuuY{7|Cw3J<O@Z#NvEO
zhdapOtpxt!&uz2C6`mk4YNDmfaSV36I(d3DuEoxDcGaBdLyL;Y*OXp_*_KR3Lx^~E
zTbsdMML-=%hHlX7*J*^Ggx6t?z8O+oM)*=gi8vtu`3=RY1h?`izoxjV)n?<EWhP`S
zHx5>6f)@_G#QP&yk^8>M;pcYYVxN+!J-;d^mf*ddDt_6Cs|)!+lO?S2bffPRNL7Wp
zZV&{GS=UxDuJQBSH6vZ?Bpg{$cdC{iJRg6~gCi8CzC$dE4PoB$9nmUyPf^?G(mymM
zjI_IG6)r%G1T#~7a`Jhn{{0Xc=C%+d+=I{QR`gMilCb=f6_>!TE+MvjXM8*y-Yf6x
zvn#Zu6HAf^gr3}sV*8fi(!9L7A0eErd|#>U^Ski1t2r3v=_HSn$8$@xfaGkGw&G?A
zb+Rp9N6^~C4u5_3)!on49)yLR16`QT?yq!fsBNW4=FQ4Z{DBX%Q;#e^zx0_X(z0|(
zu75WwQG2V4@X=73!%+BnK9#W_=R*oG9oU2%{BV;Jy!gC-3OwOEraOqmv(aMa0hh;O
zHt1^BASZanBbZOUK(DKN3DVbvs8Ix6`93y5qZr#Ie;h{xyM^(g&nH`vh&^aP@DTq+
z!uQ$6@G2t*Khu(G8+VE>mlw<a<pgKA+AK5V1%Ocu@hv2e$dP*@Pd;f2wjo9#fVEBq
zocdB+qmsH+<_12=s`ZUF<_)dEZB1UphcK0UN~h1QqQ!Cz%`L!-bq<ve*ewfqmvqu2
zV>8)@WH+`@PQ`xh_w^bC$|<&%$r_@BoUn=$9HNvLTKe?qWhC{7m&m`@85_r`=zC-^
zrpY|X1kQpwRt>X^-CiMW#otD+%PC8X<jNBku25;$Zi=VH69>FjjmI_Sqgj;4zdQUt
zUWSoSoVY}Ks_W~wH%zJTrFmIs;kC;*w!wp(Wt!Xbs=+uA0YFw+%H|i+mYn|}KHnsi
zWlTJv>h!PW<%P5c(B;ybjC@C5J;ut$#L98>NmgMGOt#jB5}Zd0Zw{0Rju;9OqYf=v
zYG+*5=aH;Q2$@St0fIRq)6d%`R9!j7YN)`qfr<snJoOfKp5LvTHztL^H26sBPFXvB
z)uM?51M`G)w)eU9Zb1{8Tb(~Qf^6gq^DP>$MtgNo=JGX-X&wt@Cs%O&Uy|Y2xpz)1
zt|lyb3s;p?j-{sUEveENyQUMd+c%%=t!8LHTPEMUN1G2db-eRQ=+&bks!Z|pPgqH~
zfdwDc7<Y9(aI~576h;}Zge*FVrpb-T@C}W7JQu=?U*-CBn)963Iy0A%Ct!>pZm|UY
z2l1Dx%sOg9MpS!l3{SBo#htuAR8l_NBG}bWb1*ig;B6RbBfFS@nbfX-kob~I;5e6H
z&mcX++}z$g@jFe|`d&@vld+K@K04z5S-{#(DY0o`B)BZ$BeUZ-3;k;%aC<DHaG-dR
zj&7JGuKy$f$Syo4oly<Q9EPW9Ec(lBhwoj;u_jDSdYv4B=m~COXL@d6H?ecApU%y>
z>X5X2P-V$R0ORSWND_Y3{t_xw%QnJ<ndtN0x7?10&lFQ8Q^pHjItBDc+(F1>OEihx
zb<fk5F@j|AuyQ%%)o<6#CSc6Wha-O{9?9FModg5FjCbj-`m&ZJsvqNlB_?dN3O?iu
zyN=}p7;J6cf11Z%H}_ZtvK}C3>Bf|;4M&`a?;A`9l=ok>CP}AG`=-qzRD5B_zMP%=
zflIE3W}dK1xS=Z2z&A+E5$+h<mO!68wJ^uV_}SAqChE-8a6X`uTlKgH9)hLjCG}|M
zmfV3l*+_3{twFsJ-S@I-@ya!cM0j{Nm=Ghp%14-qp%)_Z`Hr9TBHZAa`I$?uu5p=I
zjqK7u<z3!`yy3eyV+Yq*lPzt*<n}ZS9p{yH?~UIMZBz&bpwjy2T_cd&a(a>*YwFXd
z^jiCeJd14gfmH;S<L@FArQ-bcyMrScI8X}3<kwFJe=k(IDf3h7d437`P&!SrZW`3I
zx*Xm*8*&}d;JLXF(naf|c{K`thLm>@rKK!-7kj&_iy}J*yWN^B=V`STR-Z_jY7crp
z(>@En-pCNy^Sg+uuXLi4^Y>48sIQwJX{)>n9BW~M-$OCvmpQcN^rX3stSbvDByJKW
z&*&2npkR~#AY`Qx!quEkBF}>-58meN7rLz3rY4vi-!<{eow+J6T;QMC>}-x13>Q@g
zG8DYsa^q0>9;@Y!QDkI|BfJOZ;9i>ClAz$`O?MqXU&Yl{-#q;k9#0Wxl{m2Osg;~0
z;kv(Vw#*n|fjXTd8^UcA{86GFJ81ZWUT_@S|BH!JWauB!dvkNDoE2dMRO&ZV%-_xq
zM+6T16v9`Gm8BVi9f-zTyG&n;Iex9fiO*bZkLHmzTEJ^v8%3Y(QeL0lQinOH;@dsu
z&rmtwp)DjTqHyNF@r6B_si}hfA)-3?8*__m;s@|I%*)brK0mF#NJ@P0?&k8<Bw15%
zX|JNa^hfJY8@(dk7Fp7}K}+un#1+6<FQrzt1C&?M#wVY3R5j|A^zWJDRzPIb<`AM6
zwO2uUV>$mIr=-eXct%6)L8`dp%f%qj)Zi!Rdw(!;)v7EB?%d<^$d^F16S;dJb685t
zjKLDl_N+9R@3|0YZTknQ4=xVqMUkvp+9OXF1zZGpv(pbqE)-v$6|sB-di8^Y1Lvm=
z6Ru8nd?Zhtrp9h3Trms_ft-AI0$w%LO%_ghk}EWmRrC!Pg=F-vjQG^osY+zBTI~5}
zoiXBHQmLZwlji2G;~MIs?%bJTcZ2+K8lyWI(JD@jBl(On-c_Znd$+EH?>$-tCGQ`U
z8uei~TXQT{)_cSpMq+<P@(^jhO>^I?D!P)H;;G2@jOi6(#ghvdFVuGVd&6}7sl(={
ze#V7&Pv(8E=PWBPJN2g=og9TO9P}RykS!?m8qO-*?~c!jq_6OC;(0PPg?3hGu|>5F
zG6yZ8y+4d3v}KK27R#?1bEz6^pzj|mGBtGJxIH)}X^OuyMqdkR+Ku#@0!xidi}atS
zoqiN&F!?U>=GZ@Zpo+FK?d#g5d>|=GN3CH-$Yc5mlD;?Z@jhY4olQ0b+!0FpZ}u`$
zDgJsiSW1Ce()pM5m~#ZY=+b|6O;Tq5I{Sq2y3z8Q<_fFYnVf^ak<R%M^)C!p*^~!<
zqQW6};}oOpn}jj^P@%xB>VFW)ayeMGq|^$GYQWmn6Y7(iwaVXHC!e#tSNG8C<8Cwz
z%GSFt^JXD!(&Sak2~(CqPk?7PrA_~Z9rgURyD-QSl5)c&Wdd@=C!Qal7f+in$p&50
z|Dt2OZLkmS3WOO*YVAr>c7)V9@lmqMomsOb_zllB@a_8p>)%nO=ABvKk<9y<%RgRM
zR;1I*wiI_=>Cd<#z1nX757Nyn4^P_sX*7J!*t_2Lj4rso(<e}_Oqhg79b`}H@7|6j
z<Un1{UIo9r^{JuNL{U~W!JT@fbtr!7jgmC?$y5s@?Rj;tYV?e7v}d|7w-H?aChZ^p
zMtD8T+khhILv&S_6qOl0*G+a5d%LsX#Jn86Y24G+A~Nry`44hq?>c)5@?hNSH!^);
zRd$z+v#aM?0khgh%RfTQU+5<WN0<>TzMG!DB}L)%1@*FN3Xqi5AbS`eV0g;q-j~mF
zqwKwQz6>Tj>Zv`owrrcquklxHJ<^C|N!CdrM8|Y3y|UIwb&kt5R9xCz?+dQRmf}P>
z{z}&hNVrH%M|ZWkT&m-yEpMAMmkus>V_IOOM~6`>@a8PB{*;P;5Z=Rs8;L-!Z*5_Q
zmM2a!38<^`hZ7U(Ynd`L2Hkn*l@E3iJ>RctMMwWZHamR1qN?nZcBkyJKEL8>f2VJI
zpV;TzWwwKcqJ)TkDIJBQIC1LelXauFPe}C1I@8}tYsA&)qAxq@6Xnvwx<#Jdl(^FM
zCTBzuuOHckn?qXrQIGg?RQ<q)_1g<lMNUi3Uw3WB=8BcR%hzD^8=ImipkZ4NDyZx~
zD-IpUe<(@Zi@41Dk^3xZsV|rmG|;7|D>MGK7<h9+n}+-6q4=qc(Jn^o58r*;Msbn2
zQp57xopTo7<xCTj%paCJ1aiIJW>3wVE(_(rb2-<oVJP?qdBTR>^%Ytp)`M2#kA_I_
zfX}VRz4c&v=vUh;eqe~c7?1b|@e%<%itlq{w|vtIZ75EbPlvDCqaR3p`2h&Z=fR9S
z4i2kQOyJqYo48<l%bBgX)76f%a_UqSAp0%LWi_WH_y?Kn#QrVc(Xcc>Dr{@2t(&4F
z^l3^wqu>6OpO<jd(R<bCzTKX*sTE8VUW?12uXVo$OnBSK?Im06nLmu*Ov$M*#+hWW
zy@{<vqxkKmw8640in5Y3xT+)D<!O*Xh?<o<BGiNAzR}C0)vjx0tH_boG{ZGW*kI9H
zPQDs^&fMfb>h7zM=>{hYgu3(+ir<O+7ZkHBnn61kF7=Gx{JDc)Jz_IT9Z@G{r)x=@
zSsMmHD35gnC2mV|)P6(b$M~a>ZD;X!f@5svQE6l4k5)tc7&$Ksl_Pr)5#hiFOcB?v
z?VGDVDEEe0Mpq2Rk6KKHXL_A4GDkn!FJwHx*4Q<dwQtm$3NTDsWjWTK{2k-8<}Qf0
z56DZMJ?LKt!rRQ@7o2Smr7nB<3nwMHEgLSMyK;dI=zHKorl<k3V#0tl#kaFGATYo+
z=g8b28etfxEK&l}u^)6#D?gT*Z5uJfEI;tEmpM=wX}XMfFiAR$QGrt$O`0;K&AKz9
zufnSsL-*;Ns?1cGzNVOodn_P>#Vb*{H`Ojrj)_^gJ1+)LFuNldL3dXir0OI0jTXES
ze&ov?b3FD|@sf6#_3OX;{~&Ip--3<ahgIbVzBHNZ;zgtLxc!TmT~0>cUov4jL-gDk
z)3jK%sp_~$O{qeyqFo4$#;7p$yd$^gYgw<pzW!)4;nUP><~bc>?Xs@?u=3d(i@PrA
zrS{1`%*1B`-tiVX-RED^;Cz`jmJw^fEBHgqsDIjJG^f~SN|SMydR7Rd{|^Gw4Sv5x
zh8EP%xY<l4yS*|2yas%~o2Hn0SQ9+eU)*@9OJG9Ogu&YtxzyU+>FaWy0r%-_FJfFb
z(<-$?Ee2>#3!Bi78&s)D1nmFBgzKWTcPQb{#|tJ7vJixGwlz!%af4V+^V{PVp$6yJ
z(-zH#4}9VRXy3NRSHd@@1^Oo0|2l7}T<i5Vwm7-dsPgUx?o`1)AdkO%8B=*7QYTk7
zv6g)CrL{HKH|TKtHS~+C3Z6)gEO8OJ7fj?bZdEmoL?iTVVAy*kcSTh|{q4E_Y-o|6
zENe0=To-=X<?$<N=p~OUT_E-E2#H*!F?0KC+Ai_w+$Tr-@lB8W5f3N{$DfHwPZJfE
z{1?@<CWkPbJr#+@<q{T%2IWCSBI!a8d2pv}p#(O-QVU|9JRG~~|M8gR6zpu-L9snM
zG!YbTWf9>tr+_V{3O+A~atSc(`jmhi8WgV}nw<s6BB0Z<J|Zn!_HMM7`ct8C%^fXu
z9aUN4QZn^op@&adf%9oWQ}bE}EImOVG<kg{_;)hp|9ZNpi;G6^L$FjqnGu8>FnyqS
zpi&WZ^g*5itRWCiB0^=MiRASWAWo-_pA>zMF<BKjb6=6CXvw{}D6XKoXlxCPy|{2$
z|A}26yNND<yD&1s1fK=+3Z~s4UD)E0kyDc)4P&J{4I{&P6IV&nJusZ3&3;1Tq0{;~
zo+N}QgnJ@M*Z2nN??3n50c@HlOON4!J0kxeD%i6^dx!h5!V{hx^UENkhzl@<I6rBG
zXTI}A+Mh}P7Tc2A-E@hhiRdh`N5m!>Nf?>%Kg}7?{F$(LJzLXI9@*hvZhnD;Uz9=_
zLUg|E`MbnpsCc93n?7?}FRi{xQaaKNOA<^lH{-;-crKz`w~4%H#4KyvHuyY^>;d1Q
zgkB@F%)l~r?mNE|huz=?YP?b>q2{s?P;N2c5Hor~FIPgQc47&B>lpHTeKxgJ2*)KJ
zv?y$7A2?v7DF<+Mc4t3s=1QczcQGA^K9dM=@bb?4O|Z|Pk|#Ly*6YT1tii(0h)zV5
zqwJN4()sTF?&<P{B6RGROSBIA4tvQAkE&*jTCG32^i4e8g58~tto1W<imhwOa`Kun
z(F@B>m)Umb!=4}(6hpDA%RMD-W~}yK$57acp|`$>SGp2&UhvR~^X)}&kd)oLmvn@|
zUX6<rtjgvj|JeBU+F9HWg{k~0EpAx7QCe7`O6P2u8tgMaHr!n0&q!~w?agTQZ94VI
z=K9r#PCoMtPnZbGrk1j^BCyP~zO2?VAT*R)JOuJ%%*DARENObvY$P1@J+3JS>FvR2
zbm7F%Ejzj1Fxh~sA#8cF`U`Q$68sGJwlmykHm8E8{kyW57tteg{x^b^UVUo`Mga-s
zCiXm%5sEEwO}!g9gD{sNdXAK_??Q$vM@?Z*I@33g|JeQ3sjUB0i#aiqU(2r6=vC!v
zIp%pA!uhJRSHe@<KSYW83_r6hK(=wVo>qcAMb?Qtuz+pvmq=**A4|#ES7y(rU>?4h
zEwZtx(#EeM!L#hCFDXodiI}vdq=$?r;nc=~Nwj#)X<W~;tt9kEWCX#4G1&fmt!+f7
z*X=dQeD9Bi&yT+8)4%Z-?JRbcevZQHtAm;R`p(E4Qc<1yc%?H(bIJpW@^&aQ?m<On
zs@Zog{@U~klo7YAJtg@pT*l{8y?^+(cVIB(mU8fB!AlCI<HM{yBNWGg?i$YK^Vm3f
zys*qA$H5&dL7K}oEF4Iy-4M-V8+3k6n~)ex$RC^@drmR21?QP^3Xrq*Tz%zl9oHW7
zIr4gI;!;9N;Y0T}5PGpzM$Akt)s>yY`rY!lC;mY^Bh92pjJ8zgvbM5D8p|t}FkcE~
zJKLJW6AmAsA_-bibH%Rux1y~R7~|4@uc|bLcgnQh+CJ3hhf3Lua&P=A#q3GJp(b9q
zj<joS%4WlKb|nc4S`NAA^50BCHXEMMLuy|3UWd=rWUtS+7PgV_XCLD2KrX~EmCjOT
z2*ZHt-A;6c!r@T0JDi1oVY^AjMkD9h(Ba4A>tIgE&!f#aUYmFa<I|<BY8J=J*gs_T
zXS;|FMzyxI>p|K~odIuCq<d>SZI>O_Wzy0t*tna2kU?w}fiG@8YNMlKYu`10d+IYi
zFYQ>0Yr~_1E<exB$xJ;d5;K%^CKS=$qyaZy2@kpgaIOP~fl^fC7nr%xg6WIdIZd@(
zv*o<?1(K!!{jgnzr&$}m59f0-e<ZdE<`sT$fL|J~(7(9odEh{k(}I>NJ7FSO1k?JL
zIl{R-djbcB{52eke~@UWeVc`C+~)>sLk~AyA(oxY#}pr30TQAw$=KLr8zH=$OuA6L
zp4bbn_ns|R4mKC7=Lvs0>Ev&cOM5-VO)AV6ho$!{?+x6!r6b8`ayPeG*ySH!%w`-w
zck*|(HBpZS@{ig+ZA=(J68fVxqFRMZD(Mp21z5FG%3qT>OE;Xw=aKUxuY!X&WD;0g
z6Da3xZy$f$Kklb7d&zj<oT_lPAn|Oc$de)UWaQ$r`K#Kj`6Z=viS}PXCSkw3pNz@H
zri%T&u_atMAD$y!jWH;0X>3iSM^nssFYU(j8z4kud4&z1B&=(sJH}lAwP=rIwpHSD
z5j=Si{SU$cuERe2vW`ANoroo(x%C;0ge?uF<9Ftu6UN@->!1c?fIvIirfJojOkyt#
zwdzIG-M90o_4_&3Ed^D~3XOCX>K`QVRrJVmXx?mdj#MO)k1ay-rgli8W_?t8XMgLL
zl)6AGLk?R{In%62_j{s|EK$zi%T4iaVq;L@@c>0sW2$>GxW{@|KFaeDz*~I_8H|$n
zYn2e7|Is1+qY~-p=y&BOKjd$zV1j~Xm&rPf^)~%^oIM|@f48q8rRxp2{qW|Z9Mg-2
z*f95XNy)E!`;lx>tF<v`boz+Piiw}M{aKvM3OugB6lo}xpQIPN5Ll!AT3-Spztt)7
z+CirGhlcC<oe6Ek+`0*Ds5v(I>>uPF_Fs;Q8mRPKpiB-8?{fC~{y5)J2)`kmenzM*
z&TRwljaQ~u3XsMM?_a<KX3t`x<R%@zYm>En^<0BVg`CwOf9gv!jx%rtI;!7IP5ty`
zZ6hdy2lH5yQi2Gm5VEZw^^O*ia^VXW?k%+RLC%#UUf>q_;4uS(`g?tadRhT53^E%&
z)?eFeWwxCqKNl_CE!=-izZbl9abJXUQ0~X`KjlAgPd6LfNPR@L8>e`g>ypQ&W)gC&
zHa8L&1s^nza@^SrP)8*gP2(7Csm*HUey8(|L~T-Z=TZ0!nV9c2cIIxWVsOKPC9Q%y
zDPcFM^ndg}^*>6GU_uBi{q?9O5;+(g7Vjy6psphA@S=k~YD-Mx0+|q-FPn79+TAJ-
zEvmXLNe<S~@P?fw!po={pM)MK>k6|0cNdCU9hP}EpMMbjAB3ZV0~nA2+;?{P{`i}|
zc9027TPkFugYBo6L;i2t?98<1DOXjwRYAHMCrjWqPsuAewzhmZUeeB|g6b=FwVI=p
zb!q;RnL562hJADU6};gnFq5mIsIsXrYD+@yCyGs%=?ppUr{te&f2Y?N_v%j~wj<c#
z8ZzsPx1$_&mre5VeBvBE-Irc-IXiGpb(=R4FUql<kxkyWQnD<X^|dKRmc#RT-kX5u
z)k&tKQQrNYc6&l`gC*uTptH9rFMF!`?P9-lX}R%s;-W9VQlzsqy7nK$p{e@)jz~IX
zx<-MVD|6btIJTn$Mt@)d=lyNEByT6FMG(E@Mqa?#xK7}063`iGWU9CPx^-%4n)NAR
z|EPlbr7s;rpu_vu^=RTG2BqR=g~5KNuk_s&r@gKm(q)pr<MX)TIw^O^8<*1$C5Q=T
zLvsU}BwtT7cR%4&%%^uKJX$Ko&$uA-{VwORQ%;uOwa>OmbhcV|rfQe88?cqwzVLZ!
z3cSov&$2@gCu8+Q`7%Qd$Mr@mZpW5)A49(k{3J-w+Lcqxw}ng02<50u?(AwNDe-(&
zpq0oQaDH?@aDijn$d9r6)6DHt2L|Hl^+ZA+7hdKhN$V~J>!?wGfyCuF-=Od!cuS?R
zoieAav-!|N<^KagLB77iD-cM@_r@#i{{RE%_WDiUhvN?rTzMBdWwFsUWFWCz#~`<m
zk;&YQtDc7ff*yyQN;I1b7qil}c%EqOzj?M!UO$&=f_XX5<AYp0+O4*eZVQ}wpY8m@
ztN5qD^LSGFRCQUcT$yd|BMTzDK;d=~`7r7YacQMo>RQ3Gm0g-hw<lke0m0|CXc{Nf
zHH(dQX!Pqbxuqa(JP*KjuBS@UEa%f6>%<|Wx3FI-0}u#ZmA+>81Ne_#YkEB=N7D4W
zcwvKW$%&<oV~x@>C}|Oh>A}d)BDilD_<&wRX{OpLLmj#@IFCO!&7OH9InPP}_5T2a
zH?Up!rvCu@HXkb52uI4f=PYnJ=Z|{&3st$3%y~9%+4AkL2>2}oI#z=%@QGID<+n5K
zZRRn;j(Ep@E4sh&HGqxdmTix?vo?PqM_<RKA|B_Rd`t0#rIcS|hhdgay%M%t9-SB{
zubVDynl(#>Dr1|Gu;*#(wE7WUw~sY@ZBFp)wsdu31daDd9d`PP;Z4h!L>ptk{w<5U
z{`$sgnj}}EiYOUnFD|2nt&&6KFgZiY^V|c#KI58>2xYmNJ9rShvam!^)UzA_KBl6r
zpAO$XnXhU3gnM^e+(zSn-QkB{Y5?|)SK$|oH2(kw-T1G>^G9hFo+TE`mz9Y)+RQ#x
z!9ItjaQB`f(%_p;ytIv8Son4yd?8(}`14;t{8sq4b*p$PeG0=&F<aiosWg)?E()+b
z1w4IEYWUldJwW{^C0*`%R=?s)o4o<8WIk+HY^E8I^hIp6Qm<zO0uOOsX;wBm$09U=
zb{=EN<mVqsuR%xu*Z9*=@RYH5a@WKbA>>V~_K<&vc-*eIA9t#sLOtt`ig}<rp^>9L
zs!0A-?|%uQ)pbbHH@8;NV~%S($C1@g?;=Ic?@W<_*wrm};BLQds7%^T&70U3%uOxA
zqXj*fA5NK|S2*n<wYb%WovcX<x_rMW+TO*oarswgqj)#sU@53+_t9CX81owA_h%pU
z%m(M`wa~}ly$Zx6HrH{-GA`K`Hy12fy12nr82%o$d&Dzb&1Q6+48>&>iXxE9D=8QN
zZ&i#o81*?lXeQ>JmZjrMTPf^(Rda1O17xuM=k?vfio(0QmJ*VEmA=aP+j7Nr?*8Ch
z?mt{&qqwra@~!r2mNCZ~?OdetGh^`?`qU#wzSSJXKCfuI7qztCrs)MC9QL!SBF7z^
z@7L#Ku6d>Z07$NqZ-;i*Hy(ZNxg?+U&exIt>1is{_$$Jeer3*~s^4Zc-sDFT<8Ra&
zWgG?fkRaS4Nl5<yVQV5QoiN&EqL0q^Rj#SEe}?IA<qK_I<JskoFnGbv-1YBSBVF)9
zHdDh6*y+CdL;2wa13gnu9vZ#yRg_=Zc5iycqb?&>Y%6`>*v?wK!v6rn+E$U`DfG=v
z#Bj@QS`(5sJAK|s?SuEYs#>3nCb^CnG>c)SLk~rX*^kpF6@jU0H+rK-cY7h0V5JKj
zWZ>j<`p_hT((San<}tXD6^fER>i~Eo`HJ_w3s_sIBW37o=Njz%C8{N@z_*i(oP$8x
zJyTxL8t&%bRnt&?uGoXm@hSVrPtcvUp{HN?e(4?=H3Uf@{{UD%@!UUzZX>6yZfTMW
zsFFCoef5K^d@9p5CznxKB(<Jg<s;fqx$lg3?}JE!q*~UOCG?kiY@+5(J~wq_=c<(l
z^EJ=>A47ZNsjk20lyXV><NDUNmGG0rnmKJwZI%fTDDpn(1IBugiVI|p$BNqcc6=qF
z>$mqd*Ucod#eyYO8-8r#YV(unOn!%<TQ}OiBhEj9#>F=O0KFrB_B83woADOh{{YVm
zDL?O~U@MCrJ@DR%;vGv^xVT9Y;bVy-PGuW2oQ2Lg^{!Ie#=a%-H;FGbUkB;onPOPj
z+%n-1w*`iMeGMU4()hg%_3pDARxq@(8)BdChG1LyS0(V1O?xjEeX~+4ZkFjH{_~8s
zJ6AR14R6H1+6!;1-I0B6TX}`B0VjYNeXC!<b_ZRHRle39`r<nqe8%xSnO8YIN3iKk
zu7{*a;_;$u`n;Ctul=Pc+b-qWsEN0yUQKZ}emS*=;q~8#ZH$9Zk)?NK`@g-DqW9=}
z*C^f|)Z_3%__}E&MV{r7HZE}@1GTU{L-jSt$8&XQYqlaI6E^M3!~DE;>IQ#NKv>$+
zCb!act2=!|{T?_jBYT(IxxhjgpxfBv^RJ_CHN6)1$NFxur{AvIIG#r+gXSfEP{XgM
z72$smbcOMEi!E$5caq}W5#(@PvxOW0z~z2o4n=Niz8yj09~3r|Jj-pPMhs+2u!7}D
z8;|gVyNUsxs~?M`7rLgiev2~7yJDR{UEOdvKPc~CIO-Z^v3+@SeJmt-j$H3$Tn71o
z`H1K#Z13*IopC(3R~v(EP0|w?BzIGswP)MDrK#RQr@hRDuB1qZnCwPbf{f(!27#n~
z9jR)%PNSgc8daR>Aco@AWKsM+Sp@zS2Z?-d<@lPydkaUn`#h#0j(2YPdwt#6`D>WD
z&~4%PgQR#`%TStVq=*Zaibh2&6}MvtApE@k6^hn3w!S&M(SNk(Yh69eg}3cu00$WF
z$-{9$Ha0#Y+iH5orFC&{X(3I)f4z;IvhnX;bERuqj-K#nu^@*tqRYq5et)~3)zE4l
zF!2tFsHM$?;W4o!#UNH*4@2J{m0h**pN6#=E$;RGH2tF9K{NRSY;0G6PdO9}?R+t-
z>S?Eaf;qDca!#9DZy!0YQ}}H>Kk$utP|4;z6U>e6^OIg9q(K&^c`m7;-Kc@)c|4aN
zHeI(L%DWGT66#t`wR5NHQM3tq(iBz)YZAqV*6B!=az7Du4<|&_EaEu(W~r7R?4oD+
z*MIOH9iA7tlm2>L6Zt3=<UbHt%Oe0BmyzY;-M_#J_rHWT{{Uz3f-m>xk^cZPO$={i
zOTnML)%END0Poz0{{Y}9zx{fHRADc~Z5|)_;{>w*0OPxVtyu6c`rU8-zkl{oLVow+
zC;f4<Klt+jK_uT0&|G+STQ=!%QX~HW0${a;@oMndcsZ=%7@B>tsQxYoZ^E`bWj~pF
zqF8^=#p-|GD0iRbUUBg<>}ozCwY5KT&}aSxc%W$Seiis~Ed#?gvSHTh?RU;gk^v;+
zYMuukmFZ%$w8(zVr(0Wpax`DiR)KFWkt|SYb6ke6<9!E2eBMq7>GFKvH>Fm!_<`Ze
zy_lRUy8YH2J&7Dp7CVE@dDq1Tu|5&Kw7KR<<32+Czv~y~U%l9OuD0J^(k^83t*&Et
z{{VaZYlir<r+;bqMrPy8h0&5jjx)jJ_Bq7>w>~GYt$rW)>gPt%bgd>uKiHS9u*_Tx
z#?HG^LB|+;XB-h<DamJZ6h>(fst5AUah=%CG1sR#>0Y6yOtSbcF(b)oEN`?*K}6aZ
zGL>V&$pb%1qehRmuOW`wPcO|^eY>`+eCzccy(+O4v88C%Qh0jK;@W1pyLeHgnn(Ga
z+b((N2P9&#`&5|=wE9yiwOaoAEjHinH$QXm-S}pKmpG&~=X!_4zYS@!`BF?5jPlCA
zr&IK)FFb1z*mT8L^Vf2;nIA9vxCaykj{TZ1_bQFvuclZ;_g7ach@X4r{+(;eHSKCg
zu##*0nKzG_Rz4S|f6scO;r{>tU3k+>hhCdeHkQ|E`=yBqkSJmoJBb;{&S{Rvq(kFh
z4oz|PXm4UEv=1}*OB1(X&pGw<u96$OYoGY`nP2_Z4g9Okuf7TRMl_1&TGi)1UN@@w
zY34WaZela@dm5vt8y~bir-nD#T*DsaXv(UTUNAxvo<8X#J!lO&9>2KLcUR65>bjtd
zGU{eOo9?rgU#Rb&YTuv6+O~<Mmo4Z0oi{cRyL0zW?BnpF!DHL=O>-}o`>(%T#+9wy
zrh#Rwc!SEe`)MK^INr*mB)ojOdU6GG+Q-Ce3pfn+Ftye<ZpX{FZ~p*a=}1SSEyw)y
z`6^E`zAM-KWqIN@4)=0fe)+;|a=2gNEsSwhEIdN7{_(CR`$))&;L7NuZ_T)(pPTWg
zV!2PaH&9J{x#6FQ8vV0MnuYMbGHvocP-9>3Zfs;8o$I01{wDZ?NW7m#)uFb6=V~z9
z{ns3N<l_gAS}ZP8=q>e;cdzLdJ0rThjW^@JuTGw|^A*R$o4dP9nO<y=6d(bD?L2(g
zEL8i}U5|*bE+L8%vV$yp{%)I>>NC@o=8F%M`w}_hllPIjx_v`a1b@8qH@Ex0!(Si6
z;(M#TYBtkuC4@&By6k_v!@F+cy$8cT7Bw52gQsfC2o8LxZl5a_;oaGH0r*j1<vxZd
zid@%|So~7cPNQ+A>StlL0Go(;jr~X&Vgc=*Yqo>M8a3sFdV~@gAfM${2-q#$4mytb
zq)m>G6jv`NiuBJmJ6OEQzr4_m>YwkC_iLJm;+Kb|x{}Y$8IDgc%<8{W=rhF@3m%u6
zRjlu}f3Z&cWdL5yDXI;7{>2|{{{UiuG&c%%YLeW?QhAa80DWizd{K&o+(k@lh^PX{
zG=$YNc^xRdihwR=oO;!7v_<{;L2)1V=mN$mY7aU;@6!44{{Vh~EKyK-v44GO-gJN8
zpps406Hu8W{`%8_pmrZfD9s==43d{7o0>sEBh5E7W|Dv%MKd&Jf!KX6O*b@Vfethp
zGHHa+07VqS)NhOX>p?`gq#~m8qyGBS4a|SuphcQ0pW5xeze)DU=nEE&J2jql2<jt$
z{>1||DGg)&x=KTNB|8Did{CG};M>pLxk(B|AdF?ovthQ^&bsHr`$W?0@AL^}X=Yr!
z6Ybyi7_X`CEVX@Z)=f7|fAp7Mmv%P(IUEmu)uG|vf-(sbUlQsoA^s?B^Z9Q*zJh_L
zWAoBT-WeJx2G>GWhoKxA`gX(On(B5&%EHva1PYO?(y-t1fyo1mn)=I7_&@OHRI-ZJ
z>q&t{u*7boYlG>Yr}52v{o}9Ms{Si$n~w#`mjS+SB2SW2>>KX4)2##MO!5s^$B^4b
z@IxRh{{VOo{>Hr8U2jm-ZX3!kBR>fmkNkL^ztW?F!n(U(wT0{wS-f%>r1KEvS$d7V
zN&P+R=&uBL8%+rqdsan3i3@+McI)#WPikdojsxMpg+AY_nC~W3nKsWqb}Ae056ABs
z`n+_n61~wb{{XdO@n?p%rNyL$4Y<HrEyoOl-10_!tI~z!l186-H~#=$)QD#Mml4Mw
zng0Ne)=9dP%=16}RZO)ZJWwN;@n?^0d^Zlu**DC7<V)23Ys}{HzO$~v6gSx|W$73@
zSp7|MH}(?vv&9llPWTo_iG4qJmSgnlYahj$k+i-VOkrL-aG|r$;qAr+GSWM*40xvR
zL-7e3G?H7*CgNpZnMQj`y*8hE_KgR`mpZ@_-8!Y$-jX=R)eX4x9f!BQcn*WCoddyI
zmA%+l@AawUSf+LPqge1kC-_0+*45vMCGfrdz1E)`Qkf&$Buv=z32yEDC%B**K9Ec4
zYtFtZ-hHD(i%5vDd&x7$_gDV_ul%Z>oADT2MvMKOBHiPAMUR(fubKBjuS4+Xg{^)r
zyItz{2F4vRS~&jB!zXde5(wu9=qVGn=M&*i58ub&bvEUU!N}gY&e8Sl*1XqK_;cbf
z65g=1of(3$R(0C)E_W39e)iwt^{=A*U3sSXH$;C8>94!x^5cFt6+O?reB%P@-Wb0@
zZK&K{G_JBIeT;r)4cKSbIOnAUM;D`bI#_jIuxiYavr1ra*ekV{JBj`r9&?d`D&5z@
z{ZVf%?Cj>Zxkfu$NZf{RnDeyv+l&ESj-`7Jvw!~p2@Q$!wG|*-+Cs^-oVL*D$Bw^y
z9qTH88EP6%ylr(66c-lmps4x6?-^`43$^<kie+jVufuC&WRvJJHNK&1CfVYdj}7d4
z{HMKA8eXw?s;uz9U1Q$v`+n<>m+x0es(6=I)-I;I()U}(cB+SZD}Sob&aAyRRGM6x
zu7?P-ww>6!8D}ruk7M5y2=Pn(R!OgK9m4+cOneTwI0yOE`c{y)dM2r;H&_)yeL>vc
zpcSp-Z6i;D=<2#tBv9Ni-)>vxNe)XC9pleK@9EQ!O+xBBMzf8!#NT)h`SqZp4=Ic$
zbJK8N#DZ(w{0E`l_=4Kf8&_Sav3_R9%rM<L*Nv)3ZR4?$GZ~gu+Q-+Bc=pJzZ}5kW
zw6BLT8AL+py6q@O&VGln#}orP&xvNoLi+}TaO*Vc{{U$rd$Ro4KD^h?`s^3_jq~0k
zHP~qU)+#gQj-)m^V!gx0diR92eNM|=lG<4aAqWM71%8{h{#BWKq(f#d?=2l;hD6;T
zcH5trdNBQHB^SOPOLab;lbDuxTr6!ab~0`B`?<;O-n)%Y!_ewJB9lj(_fSa-i5Y;~
zu~3qE2N*ra=Ugv=wJkeL7LsdTYpkuiXdEsZg5gNduNCfIG1YX9FYMZ#x<@QG_RSo3
zQIZ}eZ<VsVk{D-$$T_4Zx%01xJVmMKv&U*BmFKeC5(MFkFUz^H_l*+k8s+qOx|rQw
zI&ItuC8RtB_0C8b?_S&Dy$ed!)%-`M*{s)hQ6QS-cQ(Nq;}MKuOCP*?@m$`I;oF@W
z+I#tSolZsh<zPQ{zx2<Knp4w^ZRwf<=g+rVhPC0nQsz60vlgcd1!(!gvBuz79AmZ(
zdsl>faR#+%bsgib`*r!Y^?lqPKgh2!miEAF05Wr8g~HAAGNHpWGe1|)I60~Y?#ka%
zCrXPtjq9-Tlx;=l<!|<KIl!h>u6K9$x_*$dOQ*XVvfH9f-!N?aypOws+OX`rFXE3J
z1-sQ<p@2I)o?{Zu$KJZn4QWehV{vz`#|PRC*j6l6oud)wY8B@j_|JZo+-X|$SN{OI
ziXSD>PSyS%J8|C>6LXpH{{VpA#@1-G#EwbfX9__1<W>94xcg+|+Pf`I<Y*c-#pSv#
zEzr6D0Ch(ux_=B`SjG15Hf2en)2<}jpW-Wn`V(B-_Zl{*57;j5V_0sR$m{$>arn{^
z@m1Btx`pi5a-ZH@NYXY>b~!wn``*jM@@tw`_D=o&b*;6tGXDV6LAAN<@~N+jJV&P3
z>6(;U92T=jd1oPl;bp+{8+KHJ4;cp?I%2+n_(cY+x~!Huj?_ySyygmWrQB>qEt8#!
z4;kW_QrP!7G~cx8$)x$s3&N`$a(Z9@GCTaBWP8`lSNc|=srb@Q3+gV?B7)5*;p0^Y
zkEZ->uWs>2i5J8Aeb%D#Vl%lDaXX6>mT%9B@lmhEKB0T5X%@Sl`6Ayuk`pXQi^?Gw
z2XkbxKHij&k?1!5AF$DM*AhR@n<Q3m;$`8${{VSO<E>QEek9FneqfJEA^^csR%P5%
zq1vbM{VRxn5iQ&={h;jc{5-XD*BbdAX|l6b$MJM;{Ca?~(0pw11heW^@>#%A-r_Hj
z+vZ)Tu<euY(zss@NqZH%)7{)RnZg8qs-wR(&1#y|+Rfw;Tt4^}*FCe7f`2NHR@9|=
z{>^OJEAq21QoxbLGSW9ZNqKJ^V&8V>Z{YL?xvsz9pM>Mq{84SGYCpTRid9rU?YnK<
zJ(Oo2`1GzXOYjD{d39?Y<X>lo;r5m+HxFPr=O5>_eJO3DTxdep<4gYlQ6KK)g;agf
zf$g5e9ON1V+1U8L^o#rZ>ts@4jHSK5{PT_iRaE<)zUMXb-;b<sbo)Q;Y4sno&vo;q
zuGM8BfH+p`)BG#hXV!H4oBsf@`SJPgtt5fCV59r~oc6Dqyjybm&D3o*&g(l8(ed+b
zP1}IuzbEj;B4S`^7boozPjePOcjd?FuvX5gsM}hMosyoz_-m86)?d#pYKp7I2_13L
zsajZHYLby{8GL=_KXrbj^rl(pJ{7sS@i&Pqbj!<!TR53dmP>3HKXceO@mI6_Mbc-|
zwfH8|WosE80vl=hcY}@HeKEn}ygtGS^lLKKP_(jRb4VAE!=M%0czagX{8en)5x7g8
zW&Z$sZj+y$BpqT5-+OT6j!!{BEaQAbrX&^<YIm0TmC20C-CALd$MRr!<E3!1>9bv5
zn+qUiaB-Yq40R{a3ifXjrOvsh*lB(tyo*U&Jncsq%M*qq`r&c-3gPZ=^bH~aG*V}m
zdmwI550{qRjJG(Tq;%3lrub{YcGGFLX*Q*MbkMcyl73WGECTjSupag2^I7V8l-_Qu
zIY~c&kQg7P&INlPj0D~r_-)|W<_xzNP)~T|j58alOa31!*N<DirK{Ws?Cjp+Gu3k6
zH`TL>1dm7XqKI@)?E6WWUGFaOviy>-Z_C!TX3}or)nj-qA-<D##}3W%r=s9sU}vRw
zKMV9NXG)Id!XXs*S3z2AF4Gbz#?>qbO!V)cYG;Wxc_AO!njNrxP2?D2e|D|Nzzg@7
zwg;f*kguu6#qi(6I_>a}NwZroDHvc&wiCO!Ey)XAJ?F#NJUyVWzR^<R@-_LSmRzVm
z-wL<`>t6R`VgCRK--lp|XWx0WG}13Ql=a4Y1I0<M=(j#C(7w@YH<NvB8Iz|EwMi=8
zpn=D|7bfS$k=>0Eo){xo#D_CV_;wik%7^#|>x$;1)>r#RS;6y1mLred+O?&OYSRhz
z8)QjF@v(Pp``<3rt)C7r{38A(wZD<$Smtlu+suK4;B`QRHzb}9V@$KzydPwiz5+{&
zwOPxPCVBimpHWmTG%a^V&>O`%=h+iYnOS_3C(krw;6})Qi|dY+d&gfC{2zA&x+aMy
z_H#x;ou~r*yo>?BVBB-*UU4R}X1Tvja$|WJl!i;mRJ4;|F&kIpIqUL`q|zkg{6nPZ
zb~29>Xp%gUBdayMjq@Y!7#_QOS5*Ec)Vx5yZPw+ERJS{sW!ttkm?KHBV+)<5@)d)u
zU;V1b&z@MVwj&s#jTAQ@b$4K=```Ym!nD$~`3<(Otj#akFL;$zSxF=Ny!^u><>Q)V
z9Ui3CH?omsG*;(7bvCch{@1-~_$ySrk66?^J9_OUzM~1XnC{$8erV+X0Jd++`(#%w
zt5{s=%wEq)l6!lGB)cmTRZq%GDftM<s`{#G9v{@B@dP%KMH4dZat7CsjIx&MI0vU%
z0K2VfI>bH_(==T}czrtRWrq*F%rkW#?(bie8iT{yl<BHDg3MjXJP&S5VK#;t-Z@{H
zKZiAesd$FtU({ln;TfQhBg#f?`vQgJfr5JjkFOPzb#x8J)QGHh$0?nnO@|yiC<VCV
zG!DmA;$3PTPH(eW#`gA6C{=85vM2<6-%(sFws%o9f=HZsSl^I%&q94OSMT+^yY=$h
zY;cdc5-19p7$9-qxv8#fwObitA7~FGw(;CyB@9Bh%&K|ifaI?y+JHR^;idkiq~A>i
z*P9qI18*Fql{1{3pz+VOcbb9KZ$@C#n(FBpv4Ner{`NO<TyKeW8%eZX7WR98u*oAk
zv!DV%!Ev$A-`VNun)GcG#cQPaLG|ci^I4IiR!=QKbsKs4w-eHWS>RqL@dVnme`UO1
zE_-PTg<e-^$UjbdR~KCbx+U-0KYa|t9M0^xL}D|`uHZA*nuhMy&<O>wmMJ0uc0LJm
zTNwm(`~?M=v{yrUr&>f~o&}T1jSyWa#`xX1;2phsf%)-RWUB8}A%W;f=juHu0z4dN
zwIym<X?K^()4-~+sljGAP=6en>byJQod)g+bq^8hqQV8{2;z<8lH+gQ+Pq;$Op*^Y
z0YgQbQ`EHk%_`8S`#rR?yEpvtjY(xE^4nb0+XNQn7i(aW-n{W!Si907xVW}Y^n1wK
z03DUcM*btP;ZI@5t#i!Vl?V4mKT?0K03xe91W}e_fIZDNmpfZ1NWtLut((gRo>*tF
zk8)k0aH>A*XAZpjH|RwGfB(?=Q{imab6(x)a7q<qK{g$*qhY~3@t#F`rOX#n{_EzM
z({}IffA#CeydS1&8cwMOv3U%(=>r}lP^#GkVDBT>`?cNP_^(-(ZLw-vewiQrGZC}@
z0JHarpq6x+e~0g_KYJGBecQfTu$nKMBl)|wC30iM_BPo2cZ;s>KfJJ8#(@4ITC^ef
zpW&-uBC?9^@<Y%#4qNbL{#1o#bTjCZY8NSLcOre?%Czi!Hz%9>-?{#O&TEH{;?2a@
zUt`jAiR8Hc6d`whN~G00{{V}ADuDS7r;AA=`}@w&GwH`P3e5Bi<npBb*YJF+UQy#4
zg7HPA2lC{)av9G>jXq{?{<ULYd{XfR%wT@&d-XUcAIiBwd8qiWR<yI!u6}9cSdsPv
zw7CEPssTAT;+aVrIv<9uwTp@7SAVeE9f8LWE1sAgy?&pgBk+ad>Lv@0AXA;gt1q>C
zcB`e>_-E|i8`EEU>8L#EKfgN+x%@g;J9~d;We=TsCO-Gq<@t>PbHeX!C9%4a)^EKT
z#Wk{RQ_wqpp?|`+^?gpqShiVKHiqgWfP*Xwclo&K*P7>HSl(1gU&}@y7RGQ7e0xw)
zub}vQQt=(zT4~C^BJX)5J5dL#A9KJ1B>Go-ckq|QIy{hEUEJFUS(LLz<hqXhZR$R?
z=2E5Jn{nmtDCk2eQ^Ef01NiW2%=+fBagRFw=1$}^tVVsgphwu+e0oQPY?2?EYq^ws
z&HdlQfIWsyRJ_!`<*bkM{{Rl((-p#K9xsyf!zRY*<GE`w<fAq+?yI<%`;Y~BEPgk;
z60=GfvQNxTPCEcPFY8E)9<QnVQ1QQm^-C>6(^8V=$hIZ6n5%=%O7zc4*7%8`cw@z$
zCD1%eqsI33ej!jUQrqRrZQK}>!0)>vyh}yXbuS$1-@I`gFnr8N$WfoW*phKxiQ;`X
zP=~>Gx>Qcln_0Y!2F6jF7(U(Uj>V6Lb`}~m`qrTwUuqEDwWJKl9k!?OZpRr63t)=m
zZLcJ=yVo_(F_LLD0~y-eR7bg)n*)RL{o0}7e;s&>!jsKoVH|QnJdz@#DP&f2w3O^e
z9+k<@sN73)sa+TU09;soOEy3B9MC%%H+M2#T+4GIC8T1<HT6HiFBxdQ7x;7HOAy9g
zV^DW18jrgOi*D%;Wyxy!Lbdd}i|baK?2OR~t>sBdl03+mV4?K{jB(z9wR7tK01$W@
z9}9d0)6bnN-0Od3Zy~VYNizre2X5Z=^1q2L7F}9sV?~ZTW8{QR6l~z&eRE#_0OPNS
z7hWRJbloYgp}4crV1bI;aHY{QRJVK(qP}EiXJYJfSmd8`K%#YC4)IK$64g$n9lBf>
zPbh{Y5T$`Q$9^m5Zvai<>)Q_(-`vdSRk>*;`#P>vTg07R+o#T0W1f}sw}-qVt9XhV
zo696qZD)p=nS$Ya<2}HtT4mOx`i!yZ^GL0Exm+tUhgQ$t3V9vzKs9pp?cJPuWvz{x
z6k-g_PbYIQ1OEUWu4X5aIZ{Z84y+21*C6p)8kd<B<cPm^CGyAnplzkmuOYC#`&8&3
zVm{D+yi|eu&{61`Wz>3BzoTn#K{d-m1J5vBzGDJ5;~a%NpU$_gC$*DS@dm3B6nmd5
z@ATz&HXHu{La#2CVRL_ME#@}DIH8Xrm@y1NJ5OKYuKxg3yZboF{{WVbTmJwa+P|Qn
zlY-afhEbJ|4ZE!|^ov`IYe=-iEZ0UCn&p{xpu&b!Pf`a{+@H#Y{LOWI(J1o6FpQ6*
zSEpL(bJ)duFPgH%VGzgncZ`6&e;%|9#uo2m;Pjf(H}hQ#j>;GxnEmcMDDUZ6x?haE
zU8eaqf_Wy6Vm!2*7S2xvSo8Ebub{j`acO1Yole5S*X)+I@cAtl@W=vVA+g`RYk2oa
z(k*;5q09_dFlpAI(m^7!tg)iyc<GLu`%)(7jos_s4Zgpc*Ie^pm0O9>7DYJ53a=-R
zYWDvC23_g)9v*_zOS)V5#`3Z+$(*)$3_08EYvOrjd8BD%IcGU0zPIpKhx|*X_%haM
zB1tUT(XN&`-Bg8eTX65+iUFgz@J6p?qBgsx>Q<XBFD`dSKRhW=Fozzw<aITH;XyQ>
zE7YZzb`sJx{pa82N5*~d1#zDZ?)6*k4jZjf`^{<Qe;_w4@}0dn$j*D$SK$v5Y5I-U
ztEr1=Ba$gawZxyme4=oDd7zU|#7_zFZjU6rZB|*nim{XY$gd{TB^uX=P2`_An&c13
ztF8EnaWoRks@h0eCbVm0Wan&>5tFy6JXaa;%?z5RnF-&LT364m3s5z&^&TtAyldjS
zyGehtG_c6&{<>yhqrTJ!wtJqn={I*V#~=MRf0i}f%dzMH>Upo2HM@J;4Ql31Lg9bW
zCV0w3cS$3$<(Zq0lQ`@+p$Qnb-Y00?-dKb-r=}zGH*Wqd(gHK@*P7z4HOoi7H#YXI
z61PF-GK2on+y4O9sI`mP7WPYNOGqJZOo{_D`u_m3K9#4YX)SMKXRBP=Npx>q#cUUD
z&{sM6PdUyGP6t!XGeYzlrmk+94?V4|qXGJy#-GI980Ni;NY@(UMvmSML`ws<*$V>O
zv(a}DKs~xwi)s_;^V~xP&8^Y$-Ia@OT>k)hwvX>rntrajZH&=b%Hbk!HWXIL-MauW
zUcR`XRz8uvhet~lhS*x(%4FLmtp5OXE;%myLEZWRT=uWwKLz-j(%ux0`!-eiN08(y
zoc++P@(_D)E6r~FQE#kxQT1)D_S<QMcS*bbV!!&g>%jgKRrJkwU$vB3Hk<yFaRg4X
zOY<;|a@&<~0W1!A>5eH1$JPE1Z}>;8AcuQjC8*n#z}%QP7(8dEK7yx*Q?|L5Z;_E9
z!nc|I;-H>;fO0eKUq5MnKJi7fC7rA<c8HAGWLC}_Yh}Kt72a9v5^8rpVZLuA9e;SL
zepSzIx%TUkK{g`sAC2yz*=wSV&W*XGVU_#D0r_C@UMJ$e5bE9}*X*?IZG?7Zl*t@<
zP(t$f^vJJD@n3^A$PKm5n<zF>{qCM}ul+OYz#aP6D{J99DTK1kd>RrO8Kq<Q12@cp
zxdiYz`qL>`$b(1l<A<L}g+h6&<v!+-iiY{He}@C{t!;l+w@XV)yU*Rd$J}OJ%oK0{
zRjezwgG-!4rVlM8`{!@SyK}cJyki`%twE?;uAyX#UO6r#{x=)X%krpQ-^ziWgQfV4
zTDSH@P`;-<(ka_Ce<~K>V2tM-bHzd94-$Bjz>w(nmYR}aLn50<0oqqNF68te{oE+7
zGs2cSj*U6gSv<sOLagnT^5pc-u;bA4ReVc*ec~Jc0PTM<MEgy;Mn}ozq5IkOVmSOL
z6}1_A;;l!-_N{lWwEkL?u)!dY?)3Y?t47Dhx-OoLYoKY8B=-@R8dh?CR$OErNoD70
ztf8UlP{a0(PVdjQg*SwO9x|)Ajmx;;oSxa~N|*i?vD4(Yfu)M$3H#R@pK0s2cSH1`
zWy{YO+Qn}1*n*P8rX)uLbGo)N!A5_ty;Fn59wpQDF)P?ZG*<H~`9>8^cKo9`Ew{c2
zH7=Ci9k|uS{k6m}M{klAZ=Pu%uI#rY)9qte^%(Uwjb#zL%$uXY`I~a?2Z;#&5syj$
zvu)yyYg^T1)iotmSCvpl7~Ju%_W=G7!=W{Q#1l)dYpZQ$zhTqB24bHnAH#;n9k96R
zSoV?WS{|)ucIS13tRs?CKPFUt$vNsVoL2XU;saYS_;M6@?qf%p)ti|Lo!xjD<8Yu3
zcJd7t`uEA0i-=)wpJOUIE<&$88;<pv;=L|C6J@ND7qPmHC$VVuHsr`w4n{s@!Nqm0
z4xrY5*%$T*pKp>hG7*EjcM7fYfH}|7p}z37;kW+D)u*<K(#ia|E(3X+Q+8Q+8;0)L
z_n-{TYs`))?_iD%HT2;OaN5MB#m-c#Pq}(=f<ZYX@zS_)E$+W_2Ado!CCj$R$!r{w
zP6IK<KBU*M+{2{Hq~2<}jl@FRZ`rM5fj)R;9B(W9YDnrmYlHCeTYqHSo0}rna(vd8
zY*zu4?b^YPalsr=2;?;FJMCs^CT)?y8%RkYWR3vm*1Mew?j1(<U$yO?=GHIV8GOb?
z`F5YWRFXSnfl@=^>DFNv+En>}>z^1U8~f}x2HWjS()7(|NY!Sz(PM()j7Q5!IaxEu
z%D*Ti1DXbOH<~M$_RM0mmRNRWHu=RN1)pl;zwsQ_W`*IcZu$u<uC3a`OqjgFdGqFF
zmu~Jc+Zp4NTKY3vE!C5FlKvY8vXXId7=|)DxZy$17#}e>9GaTr#Lk+#!QtEWlFHb%
z!)|6}IL<h2!wa5(bqhd=Kj94i!Zw%MIg4A?6ieqrA#dRWYpDcw&j+7VT|SxNeM3U<
z@@u{zyN=evH%qI9fsCeBk=tTyVm!UR++Ym#uP>9t8pM+Mx-5~cz>93c0hS8?05D}{
z3%LIPdpX5p{i|HE(b#G;NESvOPn#?J#Gm2E%YoIhXbT?GfALR5)Gpz&(k(oQH<2V)
zd)4Ru>&PM@P-Bc_l0LQN`hAS)7N!lNU0G^#N9L7AMiH!=vkA^Ila5H~Pto<uZ8{r)
zp}_^+%>Mu@wZa!z(LQa*cRZdrsAkvi?oHGh{pq(%7K#WL5ssfUVB;IR5@-t^&u8%)
zN6~C#^NG28Pu;XLruUV47FP|xP(j>#)`b2y(~g&KsM^S`E<WP*{vF>j{vD$mzbg6b
zQ@NFNza|+bndDC|&D+*CKOlbJH!Jy6OMl`$09k07rIN>Q2`&Rh12VtN-#>an<vnfw
zBi&tUHuhF=nGB2*YA;qlF5k@8QzwtK%T`z=l^)<W*-|{_KV8Z|@5OkYvn}_VB%<L`
zPnJt~t-}@hzV0^t-GkSf$g+Fe8`y6(3wO9%sN_UcUz^NTA2<!SxAmqLKA*7hMvZ^c
zeUJUt<GwnY+m7NXBzWR=cTbs>SZ>?&uaDhzTZtYUNtPlu?Tq!@-@@DZQ|(@n;q7vJ
zTPu(4o-QI?uE?#Ozr)Qd38Uy_i~Sw%cd8<Mzc+mPRcmXTE15snFZ>6erFg!Z<Gn89
zP(^5%{{RO60GW_BatfZA&lRVxm^ASn)`Kk9Np$68Sp$5z<(NADJOMzgdd!O?Qu$K<
z00;T)O=hn@(zOj@*4YGFY?E6+uFTE9=JW%M=iA%0b#}MWODC7Tx9#2YAqQ_9k=v6%
zSklccMVfe|B3zm>X_=ta099M7+goq=`I~3^)g+JQ$L4=>xi1jfeZD`pU2RQ~`Ekb|
z`($!YayrrjvPbhjdHfWjSt_lwMdc)MZP=eLUrOivPp`wG+Jc|!r){Xe%>EPs(p+kh
zTE+X>wtp92=~gT?IOUBlVtw$x-LIMTulP)4wp~L@Mw;LF_6^PWuV2cwej0e;q7v!4
z!})3-ayxLK_g}3RD#z0gdmsF>`Rbv*ll{u^ok!x|hpjIBi&tsW_@o<({v2~quf%9?
z4j{RSB>oh}?aSZtqQbL1pz0Dw`_1*h>Rvmz^Ij_-_jfY?04ibDBGxq7?RV_C^8V`o
z02kBzE6ulmPno#I14!;6@z$;L`K`bEynlsF{{RWjqc8fW*;!f*rL4RD)bZ^5tIs~9
z{#8axds%Ov=h+WCcKdYv=mWgb{8xK*bLC$;{Qm%TmlfC>xj(;NBWrCh`q-VeC(XO@
z#}(S!Ykp*w+Gou-p1WC>`^S!+)C$LG9q-zI)lI+q+f6&okXIibpL3?`_eRw=BC0IW
zwsKexzCG)txVefbyxD$F^XWi~eq|>5<e$YhzGs!Owr<<?_pXRs$K`pu)f4@$C<5Ik
zYdTFv+9>?l9e(caztXb5;USC7Pu#P@{{SxU_PYL50n@WnGgubhB-1Xge#;i`pZmhM
zb3hN>P0c|)<(0H>`LilJvHt+RK=$|IxeY^Hxs-WPLeTZvykxJb1Ci@M9lb7V#_v33
zJ(kGYej`k~b=&^{eD(CJ-U#@BHP5u#YGGrzgyBm602=yj>zW5+=|2S9M<?3uWKI77
zaaaAGr~E6q)9z%BNBd9QPnCWD0M8Z3d_QQev?;Hm`;$!Debq)Y^v-Lp(rtXpxvqbK
z82<p@L$Ln<8bmW?WRuMEB>VpW!@K$?U&P|Hgq~b~y!-zE`1Mek{{ZKkzx%N!=KNg$
z07|cMBzE@iCeO2{`$sNl5#j#;7c|>>VEaXh@^77&ca{cSFhM!Sa=dftURrfYJ|B45
z<BoQk2xAc3D}Q*PJBE13B!0E&v)@~5UlDC|xgEBBo@Uy|3Rqx_`i`d+^S6$CDXjRn
z;)c3VNo!&!R%Vl~(!apH@^g>!DVihJ^o#3FM#V1d<Pt{g-!T60Cvg1hL<;iFXI0X?
z6Qm}QrRtH{&216c0gOz{{eEn6yN`c*^GJR!_=WE6-uYu|c-t~0Lu)wy0C~4#6b{GJ
z#pAAfQq{kC_FGi*y!Cb5t%1AKcWl>%TzpNJQf;#CvmEUM=Ru6)IOe@m;cl;`YAZIM
zE&O*Ed$%gcLJTi;4cdUQk#C@Qrg&N(4C#v&*yUN6kXsTq=G(XLV}beCD{tW8r0Y4<
zCPuw=GP4#AL2gMSqLcZG_bG0zbU3bWZS_S<x0Cla@Z;|jg#dLq@18o>jrg<2+FkY3
zsjb^1-?B1&uEmD+aB+zc;TxZP(;7VM##hlza5US0ouiPGx28zI1M8aTG%XrmEZl1`
z{jNf*#LtyozjyH!&v<9Vnl6tvp*EwX!>B#VsD@dyz7|$2T>#^G<Eh8JOLOCknVv+m
zx4@Hx+;V>*{xlSN1?H)5V+WSfAdG$WU%J2DuSEDG4~TBHE3XvY%+`7&QJC`I^3}2k
z*gZSuye8Aanw{e<?}*D<!6qBa`L{p&N3K4<%DW5S8-1A|(GBm|Y|v$2Yr5^v`vWA<
zOGkO}3i-8tR_6M})$O5Vhvw>B^O5YJSC4A9mRdHcBsY%cJCUE=JAA*w-!DQKS5M-N
zHuenyXhv`M%lnqL-@nbr-etgiY(Fqz!LAzH;kU#cM%Z86X_pW{2g^0%c_4Gw_k<jM
z1p`N47mWNTZ+5zVk6<pLOK&XPUO9{cK5WFPje&jnIOe#GT2tbG7fp9O-)Vz_SajN}
z@}}X*&rJ0^)E6EQ)a+rB8LgIoGiR4QyNOkH{p{^I`M#BBL9x7w%2=->c!7VB8z|ZD
z*O~z6G_783S5i0_gnz3$dgHJAp=)aQ#7%Dv#j{9)Hv7(hin%>j_AMC|(epbl08jJY
zxXo`}y4NL&TZLG}QG^JbFC9o7vp`sjRlHlNnS=SPPE4M-&IjvR(nll?75-Mjx8T4q
z{S7sukx^u1As;(fjt)BD_r-db#6Jj4W#fpndj^hAwprQF8BBx<@Fq#)jzKgG^Gj)E
zS>h-fLmBy06P$G*W1efW)4VCG>bozl;lym)7k|kZZlPJb931WI>s`G564o>%(=^7i
z4{~6Uq;>47#kp_z9(}6yw9S3sEmOl<oYLFeT55@P90-0>xi*DX{4?!9u5;S<gL$Di
zd2Un6g+5m+^N*B#%iFGc*4%pJvuW08sKBoR{olGX{`T7E?=h=PZSD`3ZEgOsH#2{|
z^BUzfe-H@=lVay!I39s<iU96!H6J=(BFz1q$^QVeewCSFJld`7w)04yU8;QVxtr&2
zyR<J*y?Cq(4F_MowT|lIDJ`Iz9$fS83g|{L8n+Mi=~})Mw^s2btWOk?SX#><kjMVD
zmjia-ay<_sfIU-7@xG_w>zznM0(q{nt;|s|ft7yi#;wBS{qIlWs<U{<{W{)FYg94A
zG@FAr?>2YH>Be~J#d>w5{uR<JyxV7v;^uWLy5Tn;nDg=w%0CL^bl-q6_|oS4SzD8*
zSVr4X);8TMZ4Ay4v9$o>+|nmQn(+sM>^w!P4-@F|$>m=vO0O0gFvEgK1A)ikkyLdp
z9{W$QxYs2=Wm`eFa8eHM?uH}g?s($8GRFH!(zLA>FAH3<+DpD8<^bre46PTK10Ulf
zJc2o{OX7{ywz1*ci>OtmxC{eaBfG}xhdl|}J+LSQ&n@uxi>@#A6t>ox%un*iGG}~j
zIbM6!`@4-!(qRRbp&QEXCBn(~!u{O;0PNKkgK&xAYfE#w2@>bc^VTyWqU8PL7%bh?
zXOUecqFGw%G2Yrcd881o(W>Qs_uXK2pK4_tmxo&L>T}Deq7<Im<}vcJu~}hlsNI{K
zbmp)vbsZ(=Hd0!()b@K?Qmz&ilkWuGjIkVU^ueu7GS^SJzc-M(dGblQq;1{$?Hv~b
zwRz^hC6<)e7M7eOY|<+aynb!PzO)FZ;@=Y5Yg+s|?xh1+YPMGK??nOPxSl8Z7%=Fi
zah^M4HL2iF9le8Ul3ejE+`eIv+vEYbRV>|y@~<hs)TX|TQh%JI9k1#=D__GN9Zhh~
z^WP<eP;A7Ksc6~Q;Z=w{XSQf6$4TSedhc2CqYPTn7b@8}cK#<m$M{F3X81Q$({0k~
z$5WiZvf-j*_d@`4pG@&xFO9rXlIc+RdP5DwumStqbyWyQ0B#=KkzPAMEsnEP)$i<Y
zC$f#x3UR#$-s39YTvRsNCy8}*1Vt~Be~L`1egO6S0k3WN69<H?Y_%P8#CCAqO$?$q
zT3{Q?`E!sD<y{|%JV~Wq>ui=%$6;?Gv})0nUL0*Jj(`$#>%{`O@@f=WK{+ZLw+9*h
z4Sfyaj|cd3OHCs32cG*{ReRfv0puh>Kv>awvt_wGy}DNeuKYFDG#l+bFJgFXuiJ@^
zC1j6&(<35afTN#$SElKDe!1cQ020aJ-wnU^#e@v24EHi5Tl~cv%E$@CT@F3Iv;$|N
zc#6U+tybMF_S-{g9Jfv8NB~7Ew0!3siNHMOxkKXJGW1(`W6arc3K0vlw%l&QlE=9`
zbM0Msi(6CDG;KzE=q&DUnP7@vvq+}gS`fxS7;(7Zf=BTR^UXWMeixQ|spPOoB%XMl
z-gq6KVd2$CEOwU9%scht6p2R-<K0^COVvi4>GpZnAsfy7Qb)TW{XP5QxbN)kTU}LX
z2bW+UXpznoH~U@x06O(g9Qdch`h=c)>5}T&rMder+9eFOsv|fj1Prkwp4=X5$gZ_L
zQ^Z=Jvq>X~Zdp;1*cjnB?pKWC-|(hVC;tG1b5D-?OD4V(7*Pv6e|4FL=2gx<;J|Nx
zO7y)FUk};aN2UdHBx8Q^0ZqK_=hU26n|O!Ax|W@C*K4p?$iX6&Tx|>dDtXTUbH#SP
z2Y_GrTgB5(zrE9v+E|&-&by^`Y`3NlKS4k<tJQ8{muK)M-<NMn@_WsGEhAJ*{S^dP
z_VTQ&FdVB6NcRV&SJpgDJ<X&x(1(q&lIJ6G_9Hy=>sNGN0vr80Jy%q}j=~9s=#y!A
zTn53y@r?ff4<|GM%iZ2;o+j1|_fBWLypRl^Ry+adIi=JspZCoQk#A`ykUjCiW9~>9
z$E|N&Xt3$Bt?!5Kp6*E4r<Ei{Wy@u9stMdV?N*adwXoBVhjnQ@o6DICg~siTz(bM7
z8yM?A&sLkoa(J7-7WX>R*~>PQEOypr*qzC4G8jB0mm71}9SGZ447wC|LTE4K5X){}
zAr{nj=dRozdg!!WKT^?rAapMhSwU$MTq8BkKw^!YB!h1qI+N18@5EY<hb|%WG#gu&
zk_GZa@qnrsc{n2{Z#;3$1f$h7{{Rs9hRI-(#^T}c@0EVa3oNdxTL*UD{B%CG@BR$%
z1iD3%YThA5n^=AFXOG?QImi3QxvD=2{4=I~i9BKUStGf<iB=_@M(9y^AP?c(dG)Vm
znXQsP^oIHA5ZUIM<LXEEQN{lN0sbGSuj5*FdX2W5;pdaeZ#Cm>%Exjm5Jm~@RxhHD
z=aM;hr{4Ligw^kCW7+1rB0ghpo2sxN;*gJ@@4P?a9cJyWbm*-tZ6G1qIFzi7hWU<g
zz-Oud0QJ>NKM!k;@yly#ZRJ22Ln1QB7y?;2EDr}9dW!ac5%_OTlfwFjw`Hk5pY}bQ
ziaB8N9AY$8{w5v0>&WzP8tK+|b4~rKmc*~fCPG)Az0-vxfsxdTW!$Bv{4$5^V^!6z
zA+S5Y)Fce$kn^-L=XY;P#FxQWvg$6@mcO{(cJ7U`tLx@vR~Yrcu7>Bu_S$XaHtBmj
z?|Zjp%t#X5Hy(%&QO+};_p4&}Th;XIsQ&=88g!1~)+Bh{Lhf$Qx9<H&raezJo8gwH
zHl-i>OfHj2l}*F$6P=)f*y~=D{ujQn)Z?0Y-%v{z5{8{uWNfNbrVrjw4ms<J<u!XK
zt}Y%eQsK1Qi2i-(1pfd<7~7v-YoWQ;t)bB$QepkKGz;a&14-o|U-{_kfLr~LbDYox
z2(PAXCgOcg1z2XE&+<IRz(sA?`F?L-mnYu1Jy*tB&xmg%wvH1eyzBz1ugtvQ`D7h~
z>P1kV@5CM`wwm+I@@<O|_IQ*k1@uAQyH5{k*EZKy*E()3?4w3WPIl%00KD6W8+|!6
z4CPI&$Ac|e<5;n}8im5_Q!HP&F_FLydXvU+Tm{X%zctB7;Yay`2V8)9e5H$imF?ar
z@r1hBgF(~a`$U5uy~mmaXYWWC?&i3NJTIk8@>{E1G}#4N#@+{9sQ~`80y4A>e?rsk
z4UV;<#i++5nRx>k<_my6Njb(nF@sg6{>p`~8%gt}^HfW2Mt8si62d?L8QaF;k<S#b
z7l*XT=C!+7FPTOIM!^+ZKBKAi>r&{FTH9)|-|4Nj?LU3{;tXzshepbbWD+yY11;UR
z_O6X!`i<tvQb2(jhY)~E$jV4NvPRx={GPR6!;sB=cNT?daRiZGvkxlg5vg!LzISY5
zKI3}v?Onf#qS3!|eQO5&K2>E~V#OXg56sARZpw^h58=gOU-)-L(;$1lwux=ZhG?S1
zpLl$~dvDFpP;ux@0yba4a>uM2JBV*I*kp}UVlXUr{{R!X$}q>LHT2(yJ{oDW_(E-G
z!gdzy=?lhM>Ok8jRr!i}oeAsdyVAZ{&@OddKS{Q452U(`^Yb;j7jcElecW(YJ%xAr
ze}uj=>NXEGwb{{Zr)|dCSxPrO%7yRfaDAx>o-L^OUsSWXmJ4n2#D#-5AS+{(C!syE
zI6l>dePk?xB$*PnNgY=muzT0MT>L8WzNcX%lWPz;hy@Ae7|{JdUz_mhUR@TWdEuRY
z;tfU7t|9%|njMl9Wf@jOf~Rk=rc!1EZGUfTGB)Uu6au?GR}9$X^zX;5I(uD4>&ucP
zCKo`l;~{n_z!_jOgWv02eYTh4UlbVIQH7d0vdwVd7IW$e;duI2PY;0nM|ozNZ1*Vy
zXh+PzGx=jX6k{0R{K9~_;?gs$g(lk}QMd1IA5c`_{&fa$3X#rh=q*R#C6&x_OJ{rJ
zPlO7MAILV09PR%1T-SkILe}%iZp1N($`ZVSRO63o0Wuob()Ej-G0-8*LQTxR#9@H?
zkK`*NiUxoG(fAw7xt#9W@*i9iR-)5y9iuA?IDXq(_25;u)^$iu5=2jAjR*eARi9MU
zrF{LaP=DSkKOk{H6V0Suq#@2T{md}i?ekYh;Ei->TBO%cADHsQRUfHV7~p>@;}+U`
zg=vuayMFgP{<Wc_$cZl_EEo_+P!9x;r2;#6{AF`*t3IyK6q@Na0KY5nYcEjNzqCVY
zI+AjJ>i+=fKaF$RfHv1ss{a71Xz^I@ERqEd#Dy3h)CGpK7ddaI;49ZY6zNF~)z^$}
z*D+}$ZMvS1a^nmC0DJ?x@~<bhx0>$aD@$ZDO*5=$qpLF<0r;Br&m3wG;X5rq!8$~s
zeT6*BmtJ?w{{VQLf;#X$0H7aZKmHP(Li1m1FDwYlux96X1f9p6V4rH|d}Vqkze`lc
zAY8UTyxgD2V!Kq1-r~#c<Nai*_v@4KHjrN0EoR*?89<xs&@}=vygvjlbLTt$@i<7v
zcO3OTnC<w~I@N@hw<djrM={T^ZsYpZO)^O#zJ_?YXxKIfbsu~5uV<e~{?^mpIUy?(
zu0xzI53b|I13aqGF0*Jf_u}r|Nw+`W9ZYB6(z)^qlB_UC1RAw-44Qr8LM2vsTZtlV
z%aP7ihox@cK$^{w)@>L4CO`Q5iFyA3wxD_+;`Hn5K+a@4sRdYqIuY8gURfJef>nPq
zDbsSW^&Bw#4N<O-N{9Pa!hJ19XOH*Ld-h>K9+B|k`Utegw;$^oL!aqg292uf9wN2W
zbnQj4Eu6r4j5tKy^0CJ!@UIilHJLQ4rOz=l05w6%zGa7@^{-;^>%ukL$jAD<LfD`9
z67fMS>Tln}ejM=XMGdE%qB#tXBgqcDtec6?%z44b(!OQ9h(Qbkt4_XiAE_V#^vCO7
zrKspyl(3sii<_(aFstQ70<P@y$DsqM?_N)PBFl9nAi@K+N20F_)7T0D7XJXU%UiV3
z+`#UNtYQu~o!yjw6As{X_pPly)=%tf$^5dDOXZ|wZ2^<-Fx%9UJ#Z_KqJoa^RS@a^
z9s4@O@yUHSlMlD<sQw+jMr(yCKn=zZy;z=qGB{yUcEY$B^(2$}nyo+`Etu7`<_0Mw
zFooP>Lc|d3*KPpEBRQvNQ$=LA65K*W%NuzwgS&HlyG3(3BmhqXrD|J^x_Jn2^UJfT
zA1bf6y9xk`%EJEuQZANgWh;WiAbmQKNhX)6MInjpqztDA<s^P%ildWT`YxZS>QW`W
zt>Rl5r1IkuNXQ-d;B5z<M<)ZGv;gR!x;oq~Z*I;bc+q#EDnbCDpKddn+t#k8)ipn|
z*hl8eFUYIgV67`p4*0uC)C=nIUF?oGWMp$BY{P&HDI*@;X*8b<zOCjwGRYilgL56*
z#y+$N<tMPb)Ad;9wYF&n@bRRfT(&Wt%BQAlvbnf1cwzqBJgGOtj-TH7!!TcLQKVYy
zdQH^v+oW26+UOQcEW4F=e5aQBbNN+^Ul!<B#9Qk&qT2@!lB-G&<J2Fh0)ZXU_?A6O
z!;$HFcH?h%G)d*|EH^XlAMWycRj-RTFlc&2nmlQ31KmxTBeg8pU_NY?1D>Bs%G7RP
zhfcSP!xk`00?LiLCkj^|H=DR;7&YczI@WJ5Zz786x6HAJl#{#njmaUq@s4N`M*&}M
z*lOBX@Y`5JHukl(^7hB`;Yb6LdlQgOIPG5?Xm+w{8r6-Wk-B-&a>tHXb+4}V-wx?^
znkDYEUNF{?5DWwb&fI?U9e)}_k%8fV3s~HEG7D>|_B5VrMq=Er8py@IR{NtK_0D)7
zNdC+h`cS_SS-kDOLf{?%+w%JR*I#3;CWGPaGf8V($GUq^(qnSKyO$&895DTQ);5h6
znJ$l=R?a>1y!&R()5~rdE6BzO9cU!rb)89c`-}Ll=VnWZrj=NBjay`UNAT_gcjH*z
z4)GuMZn^f$o3*xCH$;+18IeE(vhmJ()(?qh8m_HzH}Nma81+^8SM{vhTM0EOEOf<@
zB9Y6T&VEp*oaetoz@}Y~p)@}f{h!1zYq#>H&E&{ePPN_@L2Rg%*ym_D&NlJIXZYL0
z{weU5rn;YsG?_$8BTwcaF9>OfKQoWLxA=I)WcXjho&-&9(k~Lra;VR?S*_L71Gldk
z!u#UBl<^nE+np;wyN-VfO?lyqNY)EWnVc&>8&I@wmSpe8IO|A{L*w_k@SM_(Rd?!l
zlP<w;D(%FFJhnI}GBN)E)~d~>YN5sTiAcq=Zb2!={1b&A-fnQBy6tDeF-FtsYja~8
z#=dMyLpwA5_ABL(I-lYM4r%as#(QWj&xmXd<Z}GL+5lC*yYiZ49Fur+#eO2WTfIgD
z6l^wm&aJcMJd`-ull7=ifTpy%+jn?@0}N~jb9;5dpQ*1}(KYQh>r0;ZO_FH<B^DOl
zgk#fc_dMf)T&4ZA+RVevxiLIN4#Zu%+jsG9>?jMItLSNAc|E+WZQ{C#m0uifWA|Ns
zLB`goF5=c=n%a9w!V4@kS4GQ6Hhia^!#~4{@1u%orjlE`wSrG8Y)g&pxBJ_B4|7y+
zi~{OIak4n$RaJLym+t-V_D(xc7Z&?i)UH2!sd-rPwuXQ*Z<E#b_Rp<VzVME<bEmD!
z-7H4nhE-0US#GS|M_<OAo*~k#^tp7865FJ#ZW7=;5@ur%;o}lu51D@MI&gifjMThQ
zaWg!2P_?d`IbjOBv$n;5l)GmvP;h;DpbtdR@4Qc<DVAH~DkfENxz&Dws^W|L`J>b9
z?f(GLeA6_$P$1m@05d=N=}_tVwv(&rR<^ch$T9Uhw?8}`{g>C$xXpW4)U@d@>@;m%
zp4v`bRktLHpDEbIMgZ=)phsbMZ)v3I^NBSW(4HHe=lz_YQJ$S^$tBhv+fwu3{{WA3
z{3*L@fG|q#=bu`YH60oVVDl17+mLeZ=j2~xL&xHIs~VKH_Xa88=gs@@ZTZvqcdIQ0
z9gU}qG<_b=?6Da&J2}R}k26N`xNXY&c`gP|2lK9fP}el8tuj3`%(;#^2KPoq!jRcq
zH(X-5sPwy|c2#Fvc8!avm9{WYe*SU%jc7w{q)VT)Oj$&a=18B!di=Y%pbhJ702qYp
ze<Xl?&62BppT);Gt^WWJL8)mLQO2ed7(Quxlm(Sf%)I@6?mcUf)2?9AerSBjBb5&L
zB~8uqecqitYuP+KZu+l>?j@QyucNbrcb9ZOeiLq6%iYF)p!3jiK$+)S9n4zJm2som
zXbW}nDS6|BBV~PLQT$y-ani9Rd9-=|0B}EZDGAqq-aj|W-&|x@MQ5sB#9-5Oo4GB`
z*(%odgf9K0u@8{Bz!~SgQ`Hi~Rhl_x-R4^^-zCbgUc7fS0imn-)*V{W?R6%!SVxwo
zIIV(A?Hb`ru=eZIp1(C_TIyzdYgldeSp<M01G)D*ecj%J{A(gjJ3%+%+BoGh$iM*Y
z{9ncRdsfnTf9)EdnSF4O7?>i6S9h0|`^>}BujfD+-X+((LvEIKmv;{Aio~-pa2OJ-
zi|jGitxK<Jb~7C*yfr(?bs9gMxI1>75xe!=D{o)1(c`-j+ubG8H||nEp<x>rEEQO8
z`QI&(>seNsQHxNDVy4>aN6rv!cK-lpXG|Z~fGycBsST2}@FnfYSr*YzHx10kap{tI
z>+C%#jo@uh?H0Dz5&r<h&i?=<0C22x(`u8`+~YOsvfFEVeVxVEg(DN(TF1HGU%S5<
zWQ&{~qu-O7@z(KHzpUN_@dSWQl8vo0?Azvc+m4(H0N=i`x6toq)8LtA@+2@jN0kz6
zA2Sxf&;I~gjLl^VKyK5@ksD^#{p5SUhj*iO$f~gF+I5}envSg$&VFWQUXAl%TW?R8
z)&=gd7N@L7J)OE+Mj>sFbh{N9zHQlGrWE_o2HpLInYNbsWBXy*y#$glNZW<a%gg$0
zJ#$oSlTETWi+OIl#iyL3jC`2e)7O46?Nn}jNj>I}`>mpA<(LD}STQB=4_t2N@~pid
zS+=wnt*S!TPdY4nm4GUqYO`{F@%cvFboBy(mNd6}4RR~Z%WWLrB0HAZ8<Wwt?msCR
zVd+)120m+Ow;G$=BFfI;19=NEW4WVJ7ae)|MnyZtlG-ij*=*&Kc!nHE%nFc48$cN8
z-j`loOG{+4OV2vnQidyy%1#_G<8wDT7{hb*pbUTQGZm}ZMGD8tkm^`A_29A3ucsKR
z5^C3)j8Vs_J4qF;-a@G%cXQW_l7BB+sT>d+c8=f}WDZnG)e8^dC!BpnZ(dmFcA7}I
zw^zHkWgced+vR5)PSxv?>p&H(JV)e3c@@-qg!V$&3UP;446-&)By;)KTs&84HH2eO
zXT1<@fn+0Y-!V|OI%QO$3*R4mt#iH?wY9nNb(OjxWSeo@AO&|cY|1gy10#=G=JfK+
zWQAsU<YoQPQ-IPRmj}}-SZ07dP4u+aIMZ%oc;QhjazemK86SIcuRo79Jd;5-ogSI3
z%90e7Ssi{xAgRvMz4AI5<t@B9sA;fA{**NP*~aqD?GRW`CoBiICy`pw>-JGWBs!c<
z1grATBmuI)cv)A}^!aEJZ%iXowYk(LpUjTlX19mU$C)4iI;&@|ag)vmwPwkAe|!b<
z?21vjJefatpW<c4a=c)!deh|9?CkW$`&F|D?t;pK-)gLESLFnKJu21ThxNU3(CT_k
z%3fVepS_EZG1LI4W8>z+55oq4IK694eGc{~mL@j$Bh6UO<muZ!qd$dvABJ@Xd9MD)
zaFW3q$1c(HV>o3Sdi#3yuOQN|rIPimHKvjGGbs|Bm3$C#7!q4J7|5-!4_;aLdTE|H
zWBWu&%Rb~|yZCwIiUFTT-uR<j)igwpM!#fD%B}tJ)DRo+&QEMt3vZ&|_<v9u?dG^u
zu3+;V7g-TkZhv{SoM#;mIH>$R;xQfkc9%%=t^08CCkgI0jB(%TTHZ3XjdY1@^yvh1
z-KY%C2j0(?cN}APC4Q8NH*9=Y4Dlh6e85+6c)n$2^&f{guDk6Kd0uY+0Fm*x@#$YO
zL8kc6NV<(+F|1?cSxaun{w{}~rFHACKCR{mCu!ujWnHQ^ox5|pXf3y%C<c#alK$E$
ze$6BN^$x45MW$PMvZnWcl~%mjB)b0qkEwq9{{R>JL-nnBHA!_p-CripCu=X@InHPm
zgw?fqbv>50yOB2h+rC`2aN5?ZtHWs~ik)B^_x}JE&*H9u{>nGY^CEoByV1IiD~i=G
z1ebA5{{TIIa{mDPF6w0?qVQh5bu8%~@%zRFzuI5+ed|-kR;zih+g#1o+9IjwcM<*-
z=DK`S*xnghO@cRFja{s_(vS7OKl{`HV$LgFSV^T_T}uKw?pKMKcCh+?D&()e6i*GA
zp5IX3zciRQBLlZlmaTa&e|`IuUoZH-{dKjbYJY3GO)PHvGyJXW+3G))0C|pwX{2fZ
z*w1ae#kZLT*%?3CtGeHS&5R%0o*#cbA|cw<^3Is<3ZIw`Kl=SEy4G~-J8e)Tag5ui
z5By&+{_v@6^xL5q`UL*~!@0YDbOp}{ZxU)|b+|_e$Z{|%)EC8L#I|V^F^h8^-!%tz
z?tX^49dF^BULleT+dHLz?F}l0$UFdX&mBKH#?w3uwidEVF1+o(ER7U+%7(^Q*N$i%
z(Oe(-<NeC9B;HI>%jSN+Hy`Z!d(-2J&dbcanHlZI<yZdzmVYnaZ1*Ghfc31)i=7(W
z{{W`>yW}|9tM^;@cW1K<b3h$k?xn3sX=W_+saneCJ7rZk`F>_SI&;^cuAbUWGS^Ip
zRI!ffFVh{jeB=A1cCIH<@vn+t($dP(<XT#o#4954<)Lk*a(LsqkG)grTDGZsp}}wA
zyM(!GR%dO)W<A?(2<g^=SoF)U8^~d6{{Rr$%ev*2R#>89!SRf;uT%pBj=jZDv9!7I
z9o?<oqjPT-pYyPpB?UMK=2rJSVDnrqp>^UdGel1ph$Fn1HYeJ1<?)T@9I|%jrEykX
zG`!a?u8riYYO20$aexX85E*&KGmv}qq$?jnYAxV>GBmZ)F8<Mf{7$)X(>Uh?t_K|}
z$GmN<U0hmO-Rcv^98ukEduY^^c=3XLJ7XT?)o%lMnJ$I=+KMLh`O_S>59#>UUyHm$
zs=M3Rc@aL~Uu&Q$0sFW)9jT2Yem@vVZ>GnrK?2DXGCFNUR>G;r%t_>9rBQ>%c3Q^i
z5<RkRFEzXMlRS?phuzwHcdl}2FEscqp_&Q4&uTXqM&B*B{H}l6>+;u8s`z8Unl6af
zGDj;-EM8~I<dL7cqx#S?EAJ4`rrDXGv=hh>oq+QfKkFN4=)*Y`%1Pqi72ZgmZlutp
zuZX$^*v-ew{oGeOr`X+GIhROTt~PwfA12+s6^|jf^u=lEJ{hvq7&Q0k583hO#Ngy|
zO8|Qecc5pZL#}F8cK-m`E|$sB1<*e<=Wgs4{{Uq1fCo9OU3W^>^w=%#?XC^So_Ea3
za_9JVjiV!Wd)7X!XW{F6>rFdBiKLQ8-!GW0Dqwxp;N*<`>{YA1e^#`dL2(tmy{t~C
z=G9qLpvT?ZSoZuV5p<>O20Q!fakFD2o?5mxedS-O{{ULb@Xv>?ykp{MG|d;xvxTJJ
zEx^j*2h3dKg&-f7*N;l>yhEt!+P;!bjO^CZCe5k0mT#An=(Q)p4;AQs7S*pb9d(#B
z;)VN32MAE^*^%=FVaYz!2Se&>eSR$>J3RwUw~^CwTf(`{dv3`Y^(XPKVY7-mX#BYT
zfA+n7>*PNS`14Jd;tl=U7rC+1Ve)N~5xB`Tjr=T5)li`BC)T|eQ239n3*Ro<7-F{m
z9yh<@Palw}GHCZ{kNeN~k^HK(uty|+>c8Myw;#;cjN1G_)xXxr(ZBo2kK}3kzr|aP
zKE>vi-6q-mD$FzZ`u-FO%;7vm9NHhoZw+6_7s<O5Tjftp%br)a@-?gR4&zkQHE1<0
zGt2uO+<RtO6L{Rd{YM;(d)JZphsM4g@lL0s_>#`yp}R}S5iOa4kx!Y2+`gMh!&gP|
zdr;KvbSAmAk=5a4DJmReEERzr_&sTtZHx~S$>B{~NS)`N*53AP2^rJoWmf}<LgU}4
zAP-vkf@s7uNfNk_BNYt28wVL4$F)s!e|ve4wNCPZ&@m(r!m3j=O2m@QEb<v<b0fD_
zW0Gp#n<K||hCjY?2iB=7v#?beC!iJ4>AGf=9VFE*kgxGZjsYK2K+eZaSg%v;`mXs{
zefRm5zu+vjT5pGQO77ND{H_U&Tc&#g+;R9<UuohG3);dq&k_y4bT{++)k^2bS{jVo
zNMHSuj6ay5oli2K!#a(Oj5S3Tv5t~ADo?Q$+jthn%l;BYhQSM6Sfj{fl^MZh2Ouiv
z9+i=+_=<lKq}JezTQpH4GxAD?1A+ecrFxf#t`osf_=n;J+O5P_Oqy+nl-qpgkq4V1
zamW#qgYIYsFN=TSCD-g^b2_!e3$|Y<3?pN3L4tV4dgweK;N44Kwzsv4$_96f5(39+
zuT19{!T$jDR{`Pu2UgX5aSfJ>D@kE9?Up2yD-wZ_9ep}u*1q`g&xNdfKc&NKYrE$8
znVauFxj)mOq(gQ*f5ZO(2s}rk!!$O!rMii>x6isp7#t19aobz^$ALUiu0;*5xvNES
z3NrbN9_9H)cpr~FdGB7>rr*m?_kSwQlHNHT{I~xAd1(=I<!vkA_lrC_>jsm2o<{aF
zvle!B=W43A3IOk3QRDb^{SQ@Zom)@1K4;4TRLVMqz{@D&zWsvR%aiw?B2^7q^G@>q
z#VSWG{{Z=B${RnOJCvk;dMAQq@s;M8JW{2slf+u)APF%dW49kM$>7zkW58Y(wvG!c
z38r@4wA>Omv#|q|AONG&uf2U=uJ|HIqW;qGj4;|>I<##Xkc-bF8Q>C6(!7&Z@K&`T
z)1}v;+cdK8k#ovy?s383ezX;H&27FP>DNNm7S#-~+WzgKDBD_3;wr8G0P4<b=*ufu
zuRKkn>9Hr1G`f9^S5h`OiBoEU$1HY{kEMBLt)=O@N89y??tG~(5VX^?ZE{9_L|%Y)
z;=I>h@m=ntV+OTjcO|5neT}3sy0H)Dq_P~0{M|4zeze1L-#l&N`)j!L>)C9Iq?(20
zq}x<)R98c}oA^e|4ng#<5%`zljRfkBG#&n1GdIZ?g?Hm=!jF`o?ORqJHH%U3CHAKr
zV#e@Y7-s~u$uHVbOtLQSV=d+6jF39lhRtg+kX%Ooe6vgYg-%(A)6#*YK1-{ovvm{s
zam43*qa%B_@UA@tdN0F&59rgjv#H<3Z+&m3S;=!F%nQd5M!?)Lg3=$jIj=a={41{N
zmuA*0c2@@s&%g)XzQOQUg{>38Hl7A+P^}|9_Ngp@MkP?hL<uL5IKVt{>p<H)mgmL#
zuZ?!<7ScsyEv=vi34UnQM8A4In@e^5D~E3oY8r|1buTU}XjnxP!4XAqAt6s3p659y
zn)O|K!t%X_scYd2M!btooA-$y%=<XOQll;0U{^8W?+;l?;TdeDiZ;2C3p&mWGRGiq
znTc(ruHG<5dIW0t7JFgiJ1sWmXVhS6;Sw#t3fp%a?OwkxuW?^ud`R(R+JAy|yUjCd
zT&<LWHxBH$80<0HzA4dEct%}2S=0@@hTiTbGiMo7l{|VN@831kd_nl9r(Spwd>?N+
zTwF~fZ@E*IF&P-9JGaSzeJKg6vz5><;n#GJ4rrjq1g?*4n}}SrP7dsznGK)9y@qcA
z>e_XL`YrU!J(I_XGKN+xdxAdhPpy3Cf1&Dk{t~d%tYIJ7wro*kgzt2b{_mOr`3oL%
z+ak90kBOc(yD?d{%a*o*VvO6d*pGmr*@srgtpl*PwwFE}k@Te9y_<-)Ze9I1W7ic%
z_Iu4O68>&vh;P{6`0~><eM)U+-|c#nvtC4S@;BZ;T>8|WF4PIqpq+Mkh4v5jvb4r}
zE|scj_ZEWk2{wYKYX1PWUL)diS!9>gf%?`?ldRs^%>|zC^m8B>K7`}%dsdF6s9SUr
z^PF+d`_u)FEMp@hBhtQ^_*LQiYj}0L3$^=RovrE6yl8$|T(8aYj@Tu+2eo|8+d~kC
zE1nOvdso8UM^?MMv4$5R^oxkz+C@2a-brLD(8fmW=cag|Z)4HEIQVYf$H3ZU^_{F%
z<_p0Ts)_?57|y|-{O3OP@@;+p0P#6(bq@s{3iZd^H4B5XGICZz2~Ioh{&nyik-RcA
zQVp(zs}DjrG?1gQ+4wWW7dl<b>EZ>sx4K}=gaW~k95UzAIU~L+)NT9|q&>Z-j19EX
z+Cg*-yoD{W7Anfzl1Sk6?OqM0-HQw8ZwM?RY>*BPI&oiNc$Vtc(?zq7O@H(WqlQnf
z8Oi)f%`j&_@mt3F)|cZ5d`02;rna$r3sVb``?duO`DAj9_qhhH-fR96(QcCORJ*jE
z{_-Tck#K&`Y_6fUh@&}?$vh}KM|#ik4XwwEycrd>wcAAoo%_4QUQ|SxXl2{}$K8B$
zj8~3no&afVpHscMjpL5s+k}O;Z(xE!^LjFzk7@;EdiB@D&jo8*bowi5H@2T>#3<=!
z3~Gy=#gs>uC7X^<0=)8N@cf$MY5oJby|<QiiYZd#4HS-Z=5E=KsP?W>Yb^m~ds%JT
zCmV}Nyr^GJ4<Dsg@WN{s257X4CcgV1X@{4P>R1IVG0)u;4#%Q+cSVBFR9l~jHv{Z?
zd1qbQ-{y!jDxd@B-1r>&^Ik_|e{z>IPiqkKr4CNT&NpC<tJns|;a-(}=U(X1jcWQ!
zV$8A_({!8o+PDkKj&qLZn)4|ZDQ9WzCuCtE@&ODm0m_AJ@JIPH4GxM+$n^OdXuSJJ
zWlXaZvAJLu2jwTf6*Z2#tXM~QE$$^myp3a=Apkm#R5-!P`*E6+Prr^8irehwSPGVP
zVY_qsfIk7vRJw>;UZj^c?F16AV-D;$myl1>JmWvoftt>2;L)sZZh^dJmy~RU2sva9
zys7E_71io~Bhj^(jJC(@am5f-hxp_2_+7o5HOY9NQ_wXDWB$d{#je#*&Ka<9F@UGA
z^*ox#w0JGNo2lb+6@gM0f>h@Oo(_LZP$K*qmF)VYdZpXRI@*;oIAWVdcJR^iIXn?p
zW52Yy)D6^dxJQ(4b|-SCeq6fqy^nLvdYREY8R9<<L#$5>+7sPKErr#hX4TzSa94{X
zp~gt#J?ny>OVzwNtHt5HA5dGw)jXzeCN+KEG24|pzVBYN1<z)@@VAWhEk=Dp*5X}m
zDEDqlVzM$z8jZ0_6x&J8;B%fwO7l;KP&LPkpwMq^S*|CUmRa{?pi!6h?TY&+!J0m$
zV<X<(OsR8tsIzV9@-EdlB>dR#RrHSrcy~+IHGOAG9$c5-Ber*<zj73G$;NT-O6GjW
zWp}K{q{j`Fk}kwwz1S%2Sl6B=kIVh%$eVXJ_kTZH<hAKF9X8p`_uT&S^YZ@yO8Mi&
zdfoo1bRf5#f`4@m;q!dIl>$oV(9n3xOuFA?YFFoNyOzA8;&+ZAwrK6`qf+6(X8!Jf
zinaVHrda4Jr!J=#oppK8dSjL(eJdN|7MG^!`V^X#sE^EPp?#~Lm~PDjR=M-t?}~Ms
zz-=egWouH!k~oeA;rB}pGJjgZh8eG4%zg4ag}LB-zydN)7_ZU2KHI=o-T)f!hBO;E
z_i4uDpn)9k+6!cy;HzZkj+O9#h`eR3UfqbtlW!a!EM^$gZvf$6b~!$bF-)}XO{QH%
zb6`9#s9iy0xR94JF@2xjR>ukmBxkou&X(g@k5*ke*HAj5+We@&nn;TEJqhEVdgL6t
zHu(u9xykSEn%J|uw6bw|8gG?cVlB)QZr-HhB<6vg9p0xdx{zAf+sc!%{{ULWwvKbg
zH+?E-{5j$|wJ9{z#FFjvch4qLMFWg4BRS<qQCgZWi7pNBk4Uvw1Tfso@_ft6^Zfeo
zDKvd{=S7^@T(q|rQUSUa{p+a=cE*jI=NSCx5$hfl@Sdk>YxeDS^4S-2ZB#(Z$otOC
z(DPTkVdI-9w7Hr!wYqj5KoG~U%opWQFi1N{``vMzRvbEYuD21=FFZkQ6KV*>Er*!J
zlnjM32V~s5h8P4^4u|3EZ4X&Gez4K%7NvKzuo&YpzCKk7JDh)7LOkrRiY%m*2qSZT
zaLAy1fPBgU1Z^DrywvJEXvms#+PqAW`G#gv(roqK<c#|aAEkBvB=Lpqr-@cg2tJQ$
zv9vbpBx@@WP9&FOs|Ve;3Q5j>?Pp*7Rq;-t8L-q+-gIrT=38L00iKcI@NjeU9`whl
zt>Lc%*w|Y|s_M6qPd(gtHYx+*OAqy|TdQ&RdV1HWTx&iDgTv#(k@$XVh>-{Gk}&HV
z%-h-b;2f?1&f;<RYtH5PbA765Ec#TDPHh9uRrbbMmfXx(58)k$UrP2}J6e}Z&@}xr
zKQ3%S>mx{^2*5umJY&8Iq)R??vG8uEZzI|*q?d0rijaBHv5qw$m2-}AagGIL+xTl)
zmiTG<-J>O?n>)I$;1v&2q#lZYy^IR<&40z7CjQaWA<)5!D~OlPk{qjrjl*Ec^KJQt
za=6ZMT+DtYw>MIWF3qXAl-oVY<)K*+^5MSl+y+iK$u!ElJxAeF_<Kk)Pp9o$R&+bd
z`HsUsFz1E(4@&nfbHzGu*x|9Vn%yogcW(2X@%`R9fCdhF<k!cKr#_LWOQ%PBcm9hB
zn&E_-BS1PlL~s)z`<|7D;u$Y*bc-!s=JtOw;k=|nwTV_4-+}XV_5T2X(k9nuw!y4;
z?mOH2n55I@OAne9Xqre5%ku7Tlwh8K^T$f!EVP+#bsLWm>t;FcZ{#yfk)T*ZH(jfa
z59w9B7vYUVNE7DrN3yzA^B~)`Uz~<zB$1D5^vg)%l26?w08v$zE1&j0@3m;fG_rrk
zvTt<z%l`oDqf@iKjwF&Ocl_VVscDx{e`x;q{Z!vC(Y@#bmA8p4e$(X1yMFDgt=s<q
ztzRta#2r%bgOF#F2mS<W+dd)bm$nieb4*W`Gl_k(^sfYFXJX89Smd92Wg^2`%$Cb^
zzyxD~lganTrB<yAi<i8S5+Sq|3%A@=1B?uQG!%dT()fG(3DPezS#W(7bNtHFQ%eiV
z%HaP1x>x*agu0%gFW;U200WQZimxTb#NX>>cmDu+iT-o}ZR|{K@;bQx0BGa-)_LIY
zbMH=Mbo=U8>M=~93FWz-by(zbRX*tKDheulTWRkuVzjnG^31^zM|NX?C<D~~8rVan
z!++z=Nk`fAv}o<K{8ubEBmKe8)Yq6_UeBoBOMP<NrJ0K{{{TLf=-xckVbg3Zd=I8J
zZS?isaKrvuOnD^#06)sSx`8g|u;>!~uRw`^x}IO<#cEnaFKo?`{op&1{{Y}s%Xl(S
zbos=cB4dxon%Q~pEUe_5{_o8GKllFt`rJ?^dDM~1;r(7nQg@ATSImt;eTUEzFnH@;
zgQ96VUa@B#-11F+K|kx{X4-mVZ%Xpy4}U!GcO#iXGlF@`FE~Df8Twa8;LUIQGXDVV
z(|@U-^lr!T=|I`l_>aQ2v)OOb;7I3$@DOd@JCCoWc~!05)r8)Ctc?_dBO}weBfsNc
zOnG3}i+I;TZ94Pq(54}r{NB&s^PowbK{+Jj8T6|*H<H+1LwOJ1g@X_9{A#Tf6mDzQ
z@vYdsx8@7c=ArjLczy@@*I(d0SpNWQSis}=kugO->@wj007}pBhJi1O<GIli<zkxM
z4EE^VUAw6E{{R~1BZl`#)uW2$DImClRSb*@u)*n$y#BNZ`f52mzdF`0lVpW|+8&)N
z=f4(sa^pbMFxhw~%SPwx%Aavwjb-8}&x!9e)_sxj<?jCSugzVyt!HVhX~#~y=|A1}
zZp}!Yj}h>HhvC)y`L57BK#0^5N6q(-PipA(Plu{*Ee4zfQL!d%?AQtqT%7$eT~CJe
zsk9qb({&A{<7V3H_gP!!9eUQw-g%a{(@VSe3fo(;`Fm3x&zrReic9I*1=|+#5Dv;X
zU(%axYdqoJC|YGqDGS)XLiFdYRj;8u6XD3M^eD{V>u$ez-|#Mj@}O;;SA{eUGf`Re
z?M}hcc!&)#W+Odz<xU3`PsesP`c%+ZSSX4WQc9`nPpR)-@pmPyrL&p7M2&v$_pmcw
z0pn}Oyw)Xg{-_VvZxjh`b6O^qF0ZLWWSj@(kNYF8DQ>TgzP0wdK%s3W1{KH31Z|b$
z-x)rnlU;v+AZRY7zi9X7C)xi10S9;VuQ?>KB%G7UGz|Mw!urLQyQIT?YzSGGkbi~0
ziGHB*R_^qhTd2IRC4Tnrm*s8WhBNdv^KZjX6@OxCU)h&ze#v^nAMDA{AER&&;a^b3
zeBa~y^o-iE<l5GUsaiG7=8yZ?VNJ-67b-_^-AVQ}<o+Z+8@#lSQ?-WX*7=mA@VNO5
zqk_S)+pajxeSZz~S|n3yQSE=+y6tq`mLqNe{_)NMuNLtKhiyDX1X|=Muv}Y7^CNt@
zD#I$@<3UND4X3WJVX4Dw1d`d!F-+qi?Q9T8?f^L;)YrE*w|du~sF@xXe7?`Uvm9-&
zp!E$Av|k3^Y8tnZJ@v@_+oIqipGIzSe~P|)u!A>K{i+|s(=^IV>-6hy2R!S2r%NKs
zZdK!j-)p;$c?>xp?wr?K;*S+wNugb7*J<UMP$FmekN0@s<F+fv<k3;AE-$TT-uChU
z(Cs-0-3V@kgVc8GP{*%pJ7Kp;%dB7`AyC;L-RaE%W9WDBjqivw8<{OM!v%$nurF{)
z3UIg^cOIPw*0XN4dmBFmTRolhQcDsPAqwOYzjt!_XTQ?8%^Tt!t<9JAFNq=9Y`~zF
z0rvs)PTz$s`O$6kSnO;r8hd#gDDKPrKQHiw=7MZ_a$FkibOUv9d4qVCjv{EDTo#nZ
zdMMloQr^9520b$9UT)77-RPQC>^BJd<OBOI<2$^wwdV92d-`Bvf|;`|xAtz6jVAob
zBfeT$vdrJ?o>wBc%?|$nU%9%UPB+sfwBzTC&BSi1*uzHKvJGZ<qer>ZF1Fe&$+ak0
z2i!zqj!Ks4pYK){k*r>5x2b((SIj_09Bxt%QG@*`3m-t*YBA_KMEaG~GTD8Xf{Y>C
zCU^oY{O3Kv;=Jcn@jbWNqr0;yHl26_Pi}UJB4Bw4I|0F7yymhey3u@1s$1RacaNv}
z(yCnirIkY*Z$JshA9#B6-kW*htrkBJ+-Z7dw{Lx5kFp!T^#VXZAnlVF9Y@xISgWR8
z-NAb#+GMvE7V%22uw`?%knEuC$j8bvS!=9aTil~s%P58!3o5f=m=@f3k&Khxy=P7F
z2ZMYwpxkJmXO{Wo-nVk04;wjBs?kU=K3t8zk9xuI{kOy2RiEwK?2K`LtD0Ywu;j8f
zLFfCt&^wtLO}?$HpE}w`wT4NUyB5!0%eeFdkMoM^^}Q~8OF1t^z=*|&lVdE7$tWLr
z8*bCVInNbG#2Vkjo9ji6&rX=#z;=oEGOMU0{mk?u1ClXZd{L{zajPpCEp5-17DD^}
zVe+raae<SMn=}aAvG{ka-&tPY!q)!)XSP7+bc4(aNCRjC40##FcQE)q^5?^MwptTj
zYbk7ECMe@b;RK!1W#l|#_(B3tJ*&q4(RnS4JQot}jleOfKPsMtk=L3(wRNb%*&Eqm
zNEna<l>xdF^7TEl%>yf!yVGu@wYx@5kBMQ)OyhzM+SL0cl(yEIk>4iyRyiU60A+YP
zcJtbx*L6$l@3Y!!3Wi%HWHK+_lX2aaBd@hXqg+E{dbby4(jtyBoHlXB-^U+?13S+X
zXnHg{Od5xW;!pI2-?f;@CJ&}_UVmpN`cRhsS5GYoQh7Xf=dW6p-&vIepJ?3W{{V?j
z(mx?v0w3)Qc*Dcy_CTK}{0W)1kD7rQ@2YBgjPk>1%pxO&7|N)}IqUk>Q6;#NSlyht
z+<tMj1N0=KhUhDy@YK<1vNhyT8Rd<($*}L)8+ZA5W1cZqd`V@cTiyM>&RwTD^1%6w
zzkB`yJ-uiG1h5l%R`5+Ax|KiGlfP%nyYU~&rc2FNOPpIs?6+G2k0qP#H_FAfim#>I
z7<CWr%~I#=$OCym^CN!`-5#FxA=R#RtJA344<)VR{pmTv$Gf)QQfLB&hOc;Tq(~4m
zOn-Sk-=Borg>T^;bnjQAys-WKyz-=2eTew^zW2?$`_-}Gy*^=MbE?e%yn;mz$q7|%
zy%(J2YK^>_6^RqY0?4<qIS|aM-zjg<f<8`%^PmVd32bdA9&6=@%xs@^zq-M{gk#dQ
z{3of;92X)u;CZGSUE~WRl<kg3&c3ysdSU*_ipNil?qigN4oA+2&AETQj^m!9yAJ|*
z0^-+Hi&F6ylNO&WPvxV^qDeyrR4cUg2M2?mlnA?_YEl@+yZxJQbFwTioQg3g9EIQ)
z1bn&mtUW(n)TP$syVc@n9i+zD6%SV1*X1ANSFEdCfSO*7X3#yVzSdL{ZgY@HBaWHp
z>0Ws*oiHzXEa@ZRywbxGZf5zr{G*PP2>PghX2qi0e`dTtW__xykQ5;6f`5yQSIM3t
zyn=06{J|aMk12v_ZJD-19E?6yTn)r^VteMRYxfrxF<F=yq|>B}bc!349obb*7oSm@
z!@Sg{hR@})hThIY6yLkrTWLRif%(S%oO{v)jX9gh4`*Vja+1rl@2@*o<!@icvSGjQ
z)q~3g<-18HerTL$=kK|j?_=Nesxs+>>w-HQho0JP#b&lVw%n@lI9w6+$294!wGHw8
zy2O2&FZpQ5&ReeEpPcTdQP0TweZ}htKXY$z=W^qS`T1BMPJb%(9a`Vv-km0!29EEn
z-N^>)nPvb+Sbqd+yeT~Ae<L3CM)O9nFvk=Yw$~BJ{{SPVQca%i)BW11cm1{C`<r|F
zPbx&ToHe`c3_~7^CP&=#9ViirZ{b&)#1ZM24;_WI+Lwyr_i{w3w7TVi^uX)ZtZRtZ
zRyuf;O>r%vd1rRwoZ|y_IUIXeTYKXRyXc<t#bC{FV<HuaBaS$TQ-x535IOvRixtFM
z-s)QI+S%BYhvmz<7DZu>18(%`??4-0@QmHSl1JhwzQgulSZ-x?2*Yq+l#nx9(cWpg
z4x4Rxr7gI<bx4}_;4F`{uguW`HgG;%x6RWXYlPHf78g?Jy2Y!;(MgAjJ)rIbXytGl
z9jYBdScD455=f$av;&QwE*Ek2$vjX8LM&|MzJluZ;US1xpDIgphg4sXNXzo=9Q>!+
zxvfUc{5lP>Hupl{Z;hHIW3Y}KHza4$wYA+ROPB0YSzpIAtqe-w{Hk`YFoOd<0O0kh
zbop;Ixn)}zogE!~mY?O5=2N?Bw`vAt+IXtvk{fM62?A}5%z1w(akTpJ#(LtcYjDX3
zYyCQJv{_A!$<!|#XWF)>((JUzE$^qdhW1za-rtqmyRXgBzZ&Qv)bwGd4?f=B*dy#)
zd=5)};kkSDphu9~+1~2c3YKw6b31ata!JYQk8FOm=z4CYtJv8=2A818CD=h4Tw%+`
z;O##uk6&C;T3g#gePs@p1K7%v3HKzM+aTpn%sybFj8@jY<93jLp<MYfuJ7K$7`x~D
z?xz{gJtzYcT(R*UnRvR+r4*WL#{P2&5VHv+Y%x~Lb?ekt9<8fbT?<!Sv|NcKjBS)M
z;kYNTEya2o_>TJj08QC{a?{zEd3o|!;dly|`L}!57d6+1&9t`>$@YAqSiHE#*_j93
zb#CANY5>sCJ|r%MXLn|{zIwAp*3vLhDlqw6vjNWK;Ewg$P2&l*$!(SkNGG?uQRgeZ
z;2YCu=jb@bD}Xk7Ca&o#$YXmePcZLIiz+DjP6rqS;NrMT%XpxgS!|^b3OH13;kg@!
z1JfAKtpQ`$?ez^h&sd*I5y~LP?zSJ3a{c5Zwt8l{=<UA2;)}T=R<@YR5W*RkZtt9{
zKcNFGY7YhLw-Kp^<M)wSsbRoo+TBMZkUi_J)uM`TF7r-~T)LLy9lGzpQPYY5r=?v@
z4zDMZKauvG%P8Hy=l=4ue>&RNyeX^OC62uX(2~aU<&~m;ni)sU<;)xIk3;_eeAg-j
zH^w>bu0&Fe$mr?&&zJai{HDEP#w)+<&-j>3w#C$LjXvY5@}+?o$mzubXOg07x?Q}t
z6J4&PZga5}j?KS!ac1`CA4={#3#VyX&9%;-c4d<5?2^bc)pnsH1N+Q*U&fLPEhkqO
z5R0Wzzm-Ar7FOsxes!S;vd{(5v6>{B-YhKbx6MFC8a>0)9S3uo0OYh^2;6GAwZdOr
zExd4&z(}7fY+<x+9Utq(dakfM6*iS=Z)GxE>aeL<?HGAv^v2fU=e9jLt~XA)y47?U
zrk3h8`z(S<NPIi);ff-RF;F?l^saAO(XAmr+G~FE+bd;~Rox=KH+hF|KkoIQ4uiyz
zTgLwY+4@XhWw>9Il_k}fe8&X!9jgN0RMM?HjY2Dg6PZ{vcq_HXW^S2pPip04@ph#Z
z<&+k28*vHU=19LhiO=be*0<pC7K+8}l|IpRagC}Gc5nN~pPMH<DWGSdYBFh7cHe5d
zEGD08F5}C#-N*g|?_9pI<6!qEOVX_*iJf9lu?@=4&Pw}zed{LgRI&vu^{aQYbGu}@
zX8FI_+xI~0is$@Ue-vmDB$_+Wzw*VxCzrtafa*`R0!ZoXzu_RWyOir!<{Nn<IoLNc
zblN^`qdj*I@-!{=yO=buuty@38Z&QgvHjnflx{zJ9ln*pCbe~Mp~SZq?RRxD6oKUV
zg0J4(syeXglkZ&amM7MA8+|iTl3%j<zGT}*=284)XQ4eg?}`Uws@A+j$!P|j47V15
zNw7F&jT(Mj1;z<%jotVa$;qp^jwGEUm92hMA+w+Elbqxz>FHjltjpnDOG~hZ)&^@m
zJ^Z%X-di%M!#ff__CELiJ6<b)6mVY86d;J!MhUyF-2A<Ls2VySKHF2Uxn0x5uqwL3
zBws5%KZ~IHSD}0=HyU-l&ZBX;Ebd8%E1scFPxP)QM!E1^$A|8;jZ;pVJ!)14(@{yA
z%Tu4ZEJux}rs0$P>(KRGLi5Ak9Ma>KIHyZB5x<iE0K0LGxz69c_4lAm<Gd~6EqdF;
zBSWyfj(c0XhJ=g8#4L{7w1==GliS*@>;4bXbj!IzNYFw-c=FlmPs%VDxBEQ~KJ{~Y
zOcr;ue`qr0+DtTmE&*fmpPTvDX1*7@)o&t()>Cs5X6b~_@<yrhoVGglQQm=^&xWnx
zidl%bdt?r~!N&co{3q*O{r86MZ+FWQ4Y8;0+5YTjwtaZ4#PIHqBd(isJhma7ywMqE
zGIR2xt9{-$uWZz=biFsi(oV5?5k(LTtm@6Tpg0`ROJ~k9UfkpCdaOn(+b8|j?cQ6f
zeev@3>6IT^^gSjUJyXN;%YVA^-WNVzRH^>}fcp-W<+HciZKgJ}0}*}kr_J*J0JXcW
zb6-~YU&GSseiYKKr&Te}0P|!W3CGR)iUFT8>H7AWqU#rtPXjHz!5=GQ8*$Ku=zZ(C
zb?}a-r}_41RiybD$IY>up>4mzpS*F!dH0C)i~DU_YglbO(Qk1fi}=;h<ekgcpcRQd
z-QBc*ZJGgTEUAbLWT$_dfO>lx26T5i)u)H&YZX&H!hDl3;a3A6yB??Xt`}6)<<#ze
z(8?oG_fdK+XR|Z0cR6M`C*0S!_!xLM!#*26FVu?a-XNH|SlKd{jsk~hl2yUnN&BPe
zK=wF&8ebIYnmm`bFqg9un3+nF!HVZQdklB3YI}`QZlu)Pd=j&jEV)t%A9vJzroR6G
z@YjUnu<(Q2YXzj#wU+ax5@Ukn<|6<AJpdeZubuuO_<BzV>9+>L1(q#c&z*G9nHDt!
z5TNo?cTz`Ql!;O*d>dD{u)n=$2#+$xGCcq%`PXBtYeE@6HmpAbz-&AtYv-oJIWLv}
z0BOEo%v3k9eXoN+bv3NDS#H19{FTr6-(NP`VU7T$O5g_ft+lZ7tIYg(AIT-Y?%|37
z9&2H9_B-o)yl2RjB*(7S2l`jh9xV8&;H`T`y3!-Iy)8UMB!v(F_~SWpdg8uzx3jsr
z$$~P$dY;0W8Y!GbFUSenOMeOJlk`1lm15SJ3QcyRMJ^Rt!U3JdMnL)=^+e@Z^v^vp
zkHfWgi=$ef2i$6ZJU7-i3ml8t(rjSo(-p+fFrtbm0ItKq+C*3Sir!twvD@0PW4Q9o
zk+nzj`U70u)s5AWLva}afISXApIYs_FKcnA=~{)ow4_aP<92!se9GDS&?ZXyJ@&12
zd2eT?weOV+sAz^frV_gb>(PdK{{TwsyjpLyPYU>R!-C|q`I59zw$xCOC_r$$XR_m{
z&32v@`+tP|KCP)FP^(Gvu<CLS-J`A)ahmguP3*P*021leaY{eYw-iSQ=G;pTM^1Uc
zphwVuv;K*tcxS`X>bj%Gm)e}h1Y&=LaG)Qpdrph-6GYYH#E!9D!p1)*_>K+-UtDz+
z`SGf1I{t~NCB~;4BvD9A5Ef)tWo-G3pz=TZ)$F==ilXrjodxZ#j1y8{nS@#0xf`xC
z(E8FP$Eo&Z_M;!!*5}HS-8XIdhToX<$JVH>p&h($EN}kS=KfXWe-eCKeGkJZ^~+Xh
zo+)kQU+)8+Mh`>kE5UT{j@q5skZMX8fsvn=Kb00GMYG@hTk&o^CH~Jk{Qm&#{{Wtq
zv*5U|b+Hbmdn)glw{6C7o}S-cwem)_@f$(Zh?+R$60bnY3iH>tb6-PzE%CpH{8^^8
zm6V3w{>^;Gi2STjcOTy7fwg3N#<O*0Wxvb$-*3(S&mC*yzlt9eE$=Q9ONQcDKEzL%
zCBNQxJnY<fuS4;^y{YNCE~Th|%2p;hZlEs%>5^;ZTMZ$+Po*xMHPMGqvzAG*D*T0R
z0<ig)`^0A_r=<uYj5y=hym6|$5XmLfv7@|eGvulR&>orOdS<rtKLu*D>dj}bz+#JG
zcP}c86&z;-ob%J(yUjOA{=m~GODWUs8wbwE%MRV}tF#pZJd=`YmEz5)-HC4QTsVn*
z)P(TZ8&$qx*V{R!UCNVb8ZM&(cyiYLQDkv9nlcm2K*$ltMZhE}92(G<M7YuH<C5FT
zxBEZtmPnAZ7Tvq=e+kBU=ZfL(d@E)4nO0dQfswa9Lbp@*LV^nYPfC&X4Nk+&gM89S
zy`O*Zq+5Pm{Resg_B}hqI%cQhtqVc0nmCx*vq<fXdEr^Mwnrtv`t#bmeNO9A`)lbM
zlruwjs4NQ6!?lX3%PN!G<sgyUy?8%{tdwecBY0-s$y)K5KGAfoKH0+b=kDkDcpUqV
zX84ujj}%$!k@@#e1@uZIm63M&n?M1H93BP_tsz+VJtlYXKDBcdjK5(^rDSc*^KOWS
z<nze{^sXo3$HXlo#C{aIwpeXjQh8$ubqE4xhjvc#y+aN%de@LmcdcvQ7&nc0?J`c%
zI_}0!diLAJW9S|U)OFi`wMBDp1Z>+jv*toa`vaam>4l6DEVs_OY%>+M;eeU46ry~`
zC#QaxstVBgM|p2CPFJB{#2WXTUju16bVkbaHuC_x?j(q@82iOlyC3e?KjJ$LD6B(4
z(`31|PnB+@bp}uGJF1iAp1&v<#RXh<hAq5BufY0La{mBk+B&D&MZ0-r)lbX&pgD2Z
z*18W7_+L+GVbQFurm<H~-CbTtu<v}}nHLOCL&p`&Lw9%mq|#~kq8X#w@e3kBR@=9e
z-1hp_oNGFyi*e!wkzU(z5t7W!BYzX|!>=5kc%Vf+Bg5a>a$Z@@cqQHPm5o~*e-Lka
zdfaFlHR%4<A8LZ$6S6kt*^k}A_9LEac|0xRD=QnX65m`!_9DrElNKbiZC%QHf%lDg
z?zpoX`DJbG6ERrbfdPW>cJ{zNlmYb>$HTt|Y99&5k0nD4?QHTwWS4H&-a^I~q4`JQ
z&3v6YNf=dd;aiYhai4MRUaR7N6-_t8Zw~lmIl{9}NF;Ee$Fz=wbNW}1&@>hFC%}C>
z$h*`$Pb^MS*+dbz<x9Q`4WplwW1n$eCk?HY-IA;f!uS$ObG4W2&>UB?{2}qZhK*}+
z;jLJ-AHI9I=JX)|c*yPdbNT)tp2tt|Z&b4y(@Px8CDPvC_lgNo=PMO;^yqW+ubMR>
z5Y%pj59UYbKF0p??l?b)ueCLO64S(1nuDY&>3eRB+kW%)3PA0Sx$JRYGfVLA#Fmcs
z@oBGnlF0KSmsr4TZdFs9<DNwVO!Ip6{R83(4I0-()bz*H*3aeHA4azwcVnEdP;rh2
zBD|Jpp5AAIQHPC+u=fWBtlH`~ntS=0bkf@~7-Eh_@2)Y&v7n=~PaJES74++;I93JY
z+~e;f0;4PLq;>C8SY2oq#yu`CHfww9NFGg(i6Fk^cSHH%f#(GF7_U2$N0r)HShKOo
zC#f_=Bf}z15!&cODIJL98Un@3{{Xi={IK3D3#ET5M8`YR<s$>WN9SG7hVAvOJ4(E7
zw@IZzJ1WbuSW4=rk&s5vD~Gz&8uRy;5vyDrmYXMY5_7q^!EU2J*P2Kz<(kIkZOkIK
z*m0kidz=nEal7)M4!cZ(%T~A=d^c?d@7^`Uvl7hPwxX!O!C-!2gNj9V)2%LSZ}h``
zG*e-if<$Nl3PYeP&#hxwY0^lDhAWXY&-1#2g^&2YPzy5=&N0)mt+;$+f1+F8Xj*N|
zro#IPbghDAC^oAMjy*n<0nJBmcPz-ZF-ascHUL0I?6=)!0|y?Xiu5ff;icBGJ*d<#
zlFB)i)-~d36_JTCzTLk!Q=V`tZwFrZRg~Oo3w0z>9r8s9@`P$TZy4O2$o(mNZJ^v(
zEFLBBe0Nc3(5P`Yn7N7OB;**|AU1e79)^Kjt>Ejw3hB4k7Je~}XOi8X6k@Bepu&)N
z+)p1adJ50+FNU<sds+2O6HsZi<Ui_i9pZLuZFS1+0G_00@vk^8OKv}VsXcOiO;2%m
zE!EVQlLap;7GaDJo39<H9ggb5#2Q>066jBDCF6PNaFK#`l4A<V#(CZI<PNmo5BdHa
zyVHDGfX!=p<jSPyVdrs^JvS?Sr>6$7JS*Z^d@p%(dkwly_ZG6-0@&RdkbJVCA+YE`
zBaV3;>z)%!x!AjAPrgY%Hcn3OUT6dEzlq)^*Yy1#Pd*lbt|ipnQGCA2%3J)CT}Op<
zKNRT}S2w;Oe=6M<%<J=>0b)So8T|OKmF#{XURr6|evl+<`+HxKG><IXVjPSg;T-J;
zoMOJ9PmP`#@kWnhq3P{6_LR{i6PY3?Hv{}R`^>;~=qVYr$#r|1YuhK5CuDuQm1hDH
z%75TQXT5k1v8LO@E9z6*G#_Scw7Y<hcHiR1=l5&d{6XPsR?uOv*6#eP+nKjV7Q)OI
zj##%om~4UA3i$WLH(Iv6s!5~SGs@7&(a0NYVVzj7CpbQy^dX_q_~THE#CE!++qK2D
zix3q^IaXb~S6k!lZeJGZ$TY=M5=sN^eZM+_3a)Sn<Q(R>9S_4Awc}h%Zvmd-$%;*F
z_hwEou7I2|UQQ3CS)allAQt}sY_b;@T1~k*mK@3CvB+)FgSiMG?%-mXS{=TLdE&F-
zM$vTrT5Bj`Y{?X1N*s(ZI2k9lGm68X!jtF`E%pANa+bHK(4_NbILdA0?m6eseJS1?
z@dt<W6AIYr&8Xi@>Lvqu$WxulGT!Hk`ikRFhgi{Vt*?H2Ilk*KIFCIE9k}iV0&d5~
za%h2~E*<S8jP6*=?+S<LG7sZdWB$*u(?WR>E!u$F+BcH}Jd(@&L-56VcZxh9-W0gG
z)F6{=JUdQVpDJ_rdtiRKuM^d6br_=D%wE!242icpa@`IOLTD)+E9&;Q<Uu_CQR5E_
zG<$!&^BxId_p?vdFXq$nbrezB-kA0Y;!pLNC+94q0zv>JLEFAKY#z11LXnVJ(d1A*
zVw`Q~uS43qO=j}m^2^A#kU1q1Ag#A*1GFyH;EDpq--9L$7goI5vPU5s(lBIbzyY{H
zxwD*c=xdw3(sg<D8{77>b&6?OKhnVrq0Us`g*`f8anifL0(gI2pH{H)?$$dvmLRPW
z3Ax?3c|p4F>yw_iucMp7b9mpxi=;f0=rKcXcDeyOmjoTSd=1^$kwGok`7SLF#86x&
zkY~4<QAgR{Uz=+d+*S?4A^6E0cly_{X#W5UFXAfF-3WCVQZ|(Zyrq;f;1cY15$%9M
zuS3+lC2io{cG^4bN;|)?vRqE9Y>0M7>z|vR2qz?C(z$Pn+Pqq$Sl{TH``Sr$1gxtZ
z>S2><`2bbzgVbjfg?o}grs`fEwbcAOX*T)1v}S1EuJguKfZL2?+wreIpI`eHq-?xH
zB(EUaw)W`}^2(8h<w^P1_=){1fgUCC=COGkcXy3Bu?90CM95BuE)+X`NhDJ)-&U63
zd6zM`jTsZp`JFTJvo7zvPpvW7^vg*t^#b;qrl8t<D6)BR!2v4E{?j)@jQ;?IaVw|z
z4^X}R!MK{%(jd;~bYsg*=PYtLJPcK<Z8p<Xw7U{&Hy^u?Ve-E2;<yUi`NyywJBo`+
z@OnkGOC`*SGcNRX+ZW0ALy$;p4&4m{F?3t65^FlY_O_h@s-Q5Uu|8N<IUwXV?mqD~
z?3TJlpDgj--N6&xz?%V4wSO+3jw<bygf>>O!)O*b)A$n#qj%mrSAm~O#Js=zET8TF
z0JHaL2=s)~B>usg<M`j^`Y5grPd3N*zjJ@y+n(L))x0mR*y{RnY0_<qZ!c>90JrOm
z{{Sk_z0qQp-TwgRtSndj{Y3<vj)USjucSI{>#oN6Rhy`8+2_BlMXcF<hT;DJgZRF=
z?kk4zCXYRh$J;EW`#huW{{VIW0NFLIqWG>K5ZN6+RBtN&-}qbjzx{L$$60TE7O!RH
zNwwxh+ROg{Js12yubX^z;rO&2WBn8#vfVG4AF<EOzk&XB>X(sAV|DhsSv;TO+x#ZD
z?}&P(j<2U!Tp<Z}9F8PTISdEP0QzA56vmG(gg6f}Hr<1-``lDHKD}uuptJwe`4KGb
z$=wV|8THt;BaUj*NnD<_sX0?>u1m4~=^y$H1ev;};@nH+#rG4b^={|s=~+}!K|x-b
z;HyvUohwoCyy1V))WK*UyzV-W_d)$@&unb2H5<q*Ef;*(4zZy3V}V|a@ecAmJuG|~
zryuk!F*58rNiojm{5kwdpiJ{w=9cDHo^~%IoU<OJ)Kw{s1Zu(eNXPC0(00l7K7zG$
zy%z5NSlOa~vy<~U^q^;;_*%p4)~ONu(;qR<`y=kxORYhhDM$Mh?H&>SxBddZg>33J
zo^`2*{h#MS2ZY#1ajI(;@!N0SBOYP)Rm=VdrE{_&jz*02Qb*-ohNUj0;hVOGFrrI@
z$(W3@DeAt%j+Mtdw2sc_EX0z1%>|y};O%^BwqInJ=H@IZ-TYteRqqtb6k0@*%NN>X
zJTM>K{`cWt6=8QZjpSEQa`CVrdiz(<&lDQQlZm=q#s2`IP)j~?ltv_B6BbPHPaITr
zX7bW&8>uZP7<i5iR-mI(Mb+;#Elv$m!OBeoWD(qV73=;X_^aY8%Q&vhwT0XhuGP4j
z*cp;R)Mq>q)lMtJD|bcJBeH2NZoz9?k+t#F4`&|Yfiz?##PQq<q;e$<zju7~&3guy
z;zhrT1&T~fjnWR|ZE!E)PY~VeM%PcUp7Ew)V`yV6t`8uB1}i!#H9ZedYi7;7@kz2o
zeu0MsH2{4rD#d>qU3}ZoeqZ--$oy-Z@h}!X6TMQtUgX>V0DZPG`qj-7QHpy&WPP9A
ztS^Z7WBw84gvp1JRr!CsqnbpXKjHfi?LA`J(2T1-Tj)8jtE^%3c7Jg{rFfTs^x<!1
zCZ+!XE$&H*FQ@tDz2e3Xve@D;lVbhv=Rh+v#Fk@G)8&FayQPVS=Ip#~{VU~NMMc)D
zB3mCY$oL;#mGwV}F6FeexNqPV&GUa2@8#0Ie(*Mu`j)J3pYB_H-&Qoi9^v7=JNqL<
zwzmoMvV7aWtz-DZM$;zJukYu#j!B}oa*_dt3>P`Bsy{MF>eP{Ww$E#`e)aj6>qtk(
z74>h!zZ0gnqJcZ+>evY79;9?{_!nQTeBI(*J{>Dvz0>W%5y2+a1mxoY)sG5m(s+AW
zhW97QCuG2PL)7Ecb*5WaKF2NlulN?~&6XeDzx)e#r{(KOZ*%6w=EVEa*ZI`KPbx%`
zk(tkYPI%YDmhcG{1Y)6?_)q}PKDp_N@!dDUTCLTR>besx<*mW_jAs}lugG?qzwx77
zlJ{4((oz2ab!`xlm45E_>G==mR6ZB@*ZU6rG>hZ@iE#e_BY$zvWB$v3Itp7Jou&9U
zQqu$$>kLl=^6t&GgpG~Ow;b`sXzL#gd?TsJB#Ro`%ws!zk|P_BM%p;*?OvkK9GgG6
z{9o3&&mC!}Ot!YU(_#J0tF~?nH$66Eq3g{A-0-^(hf!$rGin-|#RP>(WFIj^Ic3lL
zRl;g^T70_W*=Xne64ACs9QQo#_sOrVY;>(M`}dc-VzjeV-5V(`S(A3qPk!X~ua>UT
z((_)p{>MO;lH50zvF>LHo>{we=9x*GasL2fcvnhW-Am26xVTpPG(!OH9o?85D*JO)
zEj}UXZxTbQ>8~P0z{jz{^6{U!xD0Y@m+`gQPpd7oExJ2cl|SG|=41Mb<tKQgaA1$h
zKmY?fiT5XtPp|{pf~<Gi?~i8Gt;L13J8kpUKnra@d2l%A*0`I0u_UW4!kJ^;^F|KS
zw?4hku&OjrGSrgWGBU>w)-FhG#Nm4kdwSJcE3@z>y*G!o<-E1iAk{8pjpBwm{{VrQ
zef90Q4_W}Lr}$UI*Ve6dZ(}=JD**T*din+<Ja@(`d&3?F)o*Si)HN8A3m9K}hYDHt
z{{RSH;PmvZ9Z%xExqM|w?UE<P!5GLz#|J5alk3v0=>9mg(wy4fx!l`w%?M~!c8-dq
zH|aq-omY%JTcs|EE}s{N?8!s{BzWW8p!}fc8RPg(co@08Z8dBJgY2GvnX`e33hmra
zUV{TC9c#PscDZuWO>1Q(t;APR<=Wj?l|Xxv%msCx9JKJ(pQhWD)7Ikgm1Hu@^L<HP
zRDZH44UZfbF-N4es<|^X`76~*1?&0Ntm_84wo&P}(xcl%BcB*$9N|ig<d0L<y5AW1
z*6&b;O&y?%`!;f}977VwSvqZz0Km=z3gR@G?Cq{5Y0G&67AduYzT@|K9ml-`DL$Kc
zbrWL(n~Ap&HjM5dZaB|hT65|8lOkQZ<9lIw0O#0tsA8N#;baXQk+D8xXATccX0{hs
zD-f97Tu(d;<-xzADLKmWcA5rZ-P*mUma=1WpkfAcGueUYMOd}ewHQ=EYavh(lW0(K
zta8Jlu8QvEMZce`@0R95jsyI=lW+HG#C9Uy!_WT!RAt)dAAkLym-s~jC}^{47FV)L
z&*X)S{I9=Z=WqW2Ub_1YN*JaP>To6G4*S{st*(##;B%2!sja{@Z#P=Djx*(=p@`==
z%96|p``!9ia<($-7Hz2MjMlbFHng+l;~?}H9I-SBnLaeqbW4!;T6X0dgS?6JF5SO*
zza9;FrLLbhnDO~$Xyhup(YAuTHyP{DSE0vyXQr*l)<ee}XUTYwZAr4dhg^5fWNLQ*
z0AiTjTU))owaP8Z{{Xh9w!_fS2*I_*&E>VFgkm7$VoBAx`AeJ?+n(mO9O(Z5*v+Q>
zl4QNIl>MS;W>XZazm-Ajj-6{0L6x6Vl2(<`7+}6e;0q0>2ZN7F^bIP;+e)8MXGWT7
z6fKyE!mjpV$yUlSJwN?a47+>bf9%Z-uKY5sIJtpjm8CloW6w{RuIE$EIrXk{PSNJP
z{{Tsly~XXn8wptvRafsQ>5tO2v{_SB)TWnKyYfE57(s6oKnI&UTYl0MDCF_f;8vZ5
zw89xLG}w~j_ji=>z9X5l-v}|Y@%Erbb=QdR?4k16nh4QZep1V~J$~<B>0Is2z?cm|
zH_Ish09N6*uRkx%`1;pDb!H~i6HM_fjJ8i8-qM2d0KS-C<yWt?8!7D~`x~q<TOIqO
zk7G!=18HBFxzF983}}<jAGnqIP4dnE04$E>{QB`&lW3N*t=;YA#`$CB7~uKFz(2aj
z_<y^a?=9@~Uk_+e!ycP0-luyjE3~p4B6ea28?m3pxa~JfI<iJ^ZR3(=NzC7OWO-#=
z<Ja||3K{{|EhU#!)3oNfw1Az^mdb8Ceb91#gT6hh)%-o8>N=FkVLiH7+fO1m*h@uf
zjhu&L=)C^`=r!i|HySsG9jt8bjPoHLX+iP_Dln_hJ8_05y?P9~-m`V4>9#{q`&>%f
z7T*CCSbV^{FDGxWY5|b=<HNT)9;<U<p|tlF;0?De84>gIXCL|ru5#-6XNo;A$CL82
zqyGSVY5UEe#=R@W9wye}ffHD|ySjp99&~6|8+&XDK4FeWL0kp2+HJy%-8$ZQ(;vEd
z_Wj-4d1c5i{qITybM{(F>GIuJf31=<-s#tJGkx8?Ju01|0jeVGN8KoR?Vl=3#y4#{
ze}HtsuW{4#j|SZ6(`q-;C5EAE&R8>fo0sKC)Bsy^U>uw;TJy_UE$uH1-)Dqe7b%qc
zvM%0#0yv;|D0r7o)BH()9=oD}2<vjOzDSgwHn82)^PhUpiV3vCCCJm^d2UsnX|5A;
zL;mNx1J@PRL#5s7m-c!dnKit2AzDdfiI@PZmM7%xA4U}|my7gkxTDc#nj<B%J|#d@
zPQxL7XX70<j{g9S0CQG;3xid^L#Es{$&4XHNfu6kFi>-q81?B|m+fN|vBj*w(n)FZ
z0{k;c{{Sr&dtrKKy>wn5it|%gwapSpty;}pzjhaX+#HtdP7g}+e--$K*HhGz9Nb+p
z6-P6ieMigB;6b1c#yND&TwCe;79ESWDH*Zq+d~tKb>_D1-ajc~i%MC%uas`tx?GW+
zgcbn%oK>$5&!o%Yzp!hO!E3#p9#kyM6aYp84hhdu*NXG~H&Ta2Np}s__R}c0{oj|k
z78_lahI92kv<T7EwJXaxZYI33Yj{89m!7K4wHxNf&VEsWp82d}YQ81VKjK>*ygpov
z{{Ut~wU_vJWB86a>sq?ki1d5iIKvDqj$3m|!ChBq+Spb6>mNqcG+!Zn$=>Hvjl|Ir
zh}CiPV14YIdvQR`yB`VacRF<KBtCjY7nwfU3t$htah>?be`?{b?ar)sTgIMXe=Ts^
zln?e-*1dyA_@$@nKW(?vB#yzRP_H>%#!dqM0|OqFgu14iro*YjqF$xy#UONekyS#2
zyUgTqj+6$cnrZE6VP&XU+}c5Pbv$5slCd9VD#cFFpyiH6bAT~bZf$Mj(h*+mMZjW8
zU=(Crs+iq+<o)1&zPZv8=yP7l4cVF~BvM{PJMkj|!Aa@!zfw96TIAj{ZMh`evVsbg
zJP%%fE|d)R4+i+RO7MC|Z{jTv&bOLAZY{}2Z2ZG4ICI-Ox>al69qDhZ+}-FgNoQnL
z)5^GGGRPaJ%fUqebQ$YhHlM5NIz_y5T3w+N<sBH7!t^T3*dJ<*w7KQ7OO>}~l}i=^
zHVRj^Hi7*p3msOSWpGwaYDS9oPc@Fz%CxB8FU-rx86M{~?K(D<;q601`&IdCJBzpq
zJWAeb#+l%@GB>t6_OF=OthUW_Z@L*7m1981?g6!e_hL>mE4Hz{yRz`r{iM)MJGv*4
z^XzEkVp*Nk^4MGj?LeA4zYpn_`aR9`bI5N}#eDdS0EsLtar3r%gU;3Giqh32n_06m
z>DF1D^SgdF4UBSg#s)db>&<vw{5Nq+XLx6JxVbHuRU33|!jPel&AZyRf3!7U?7{YX
zmMv*Fmonokx9+1d`Y|~6;()Q%+{q{QRC+Xa(#d>DGu>Odgb3d*e6ju9_N2YkY;Cqp
zsoZaHHoQ{q4Y4|HAIH1iuq?G%taNL}v+}mG1z9&X_~iaBpzhn-HGzEwpt>v?j;D6h
z39!({Nj#IBl6|{S2DQhC67<V`dE}F1sIbIi+qqx(cMOto-m)xbTgRAbutN;-F_Jd>
ztU)+GGkRvM-{|(Yma*Ju({9?Ewv+wu;m`2%#tn1OY4a>{{i4=J2zsl8>C|9@yYQf5
z>KE6ZV!&CVFz10GZb{B_U7nYue`(xJHOP4_uAyHk$>-%?yY;SS^GkW|9$h*aB#5kD
zQCt-Tlorl;+nnRIdw+m5JC@M}ys5eDWpd1?DU;64*v5N-ngq`ow6^g)Q4KOUq)4}%
zWMHqU9@V8Sp0VN0E@irpayku<8wFJ)<B@<^<kqK(JX>;?k?EG%fWpCNKXmZlck--X
z8R{C%%&`mkHb*GR!iVJwzjU8cb3o3UPSdUL{u|ugTFo3YSV<W%m)g?2kIn$)usI}S
zXsE7|DeY}EEhfe*lKF&5DBU3Q7j_qKU6?07N@93lQnRwS(r;rj$!j4<`EM(6Q2zkK
z*XFE$5!lV)-A2;V<b9olDKT^{_qr8UUgM*G`lu1jCXkV9sia>{v8R}-@~<ER&PU*X
zI@$3qqkRGX&4yxa2<`Vzx8+x^^ci(~$S#`jM*^fNB$6uzP|b!as=S3CH(cVQ@lKfu
z)>h9)yKQFDCUuHPkmb`qE08|ulOKQ-45i@v#k7{?-r26eQHa-XL!HOw_ODCQt!_r8
zs9b4Vpn~N>{HNvEKIlLDHF-XrCGuQN1(9oL+^XCxEy=?Y0PX<jaC;x6b+6)`KHlH#
zx@4OojWz}QqyGS}^`K1ZZ>5IJW@$IS`R`tDu4?xh)}SmPcb3^m0XW=MdB#t0I#yNo
zyML%KMfnN&PQmj&PXPY_^{cedJUqH}t6bkYi;0E;U^W-9&%g0dGqCtMZKYWFh6`<W
z&O5t%$rA!+AVu%DAz1Y1rG1^_ja$Ov*ZUhm)U4A`5wW+oh>W(u^9`$C1>I|3V1`5G
z6C8aQcmDu^R%d}5Rn+`hYpXQBHLGWP{oIkaZ|lt>8osAR;+w5D_#2&WD~nm<JDs7x
zeZ%G3&j)v{d2}|{n%%<e8zNG%1}B6ahI*6wn)Y8D&8T?B)oiR*7_D@P8D*YUSk<NE
zltYZST>4j)>Uzo4BeS;C^!Th6#wCr-uwZ4AqdbkD;>TS6G|EKUet?%cw3e13uA_oB
zXM6$_uTsm{eQVr)8ED#Gqp5#wYYMU3>8=7Re;e)G4m<77=Zf=R?VTG$@V1;SZPe-$
zw8G|OW4cv2+qh?-HP^x7D<2DZGfJH=7F(I3Gf8fk%RG#6_%HE$&<y%!=UJ0hxbr0W
zB1Qf$ln-I_7_J*$x|aJyy|J}_-h94Z+%|d627PPAG{1<Kz9`h}G#H|2joiB(w|(vo
z0QAYg#d>z8Z8Q+(>Dp_8{!}oj=_?(p_2;!BEKs+xmMt#E)>zsNkt<0T@h*8es_$p_
zK24k3<zMz|xoM)4{yu(9n_6aXy};;Cb5KZ;U2neopTi3O0JG~rT;}Ib`DI>1@gMhg
zaWAWd{JH*>?ovnh{NLr)ycgnPK%xdu^^E6t<Y*}z_lH$d$jCZ2?f(FtD<i~~*0Eiz
z*3PVC8IeKcKXOOE^s72WuRE?Io?Bx#lA8;Br`H1&)XAiHD#@a~mF2j%-_MjuC3~<S
z{{Rg#h<pd5>K;1Q^uGnhS{*!Yn(2w)MwyaH4^9H$40}_4BG~wD)-4`y4BPooNgcvG
zgyhQ6PRba8z#w38*1a>~hM66L__lolR*^64#f^z?ynfI~Y_jw!zn?yp=da=0__Q0n
z6IFwJnpNT$WDU;Q*E1?9>Z4$6^v-A%^*o}qbgL%RH3)4$;hQb~=;YU<cn9Ha$BuQj
z)8f=4wzG?wZZ;Py=%q(Oe!N$`#qhgD@TKZlX)Krb8*%3^%<cW`{{VOBC<f8zcODe9
z)oeb=B9&I<2<jXA)#sWIh;?s<I@Qgzw(BsE4ZxDSm$NVb0II%=xsUAI<Nh@HYtMX1
zr0M$P1#ig@2_`oO<_EZ>B+iFanq6&l-Benb{?--PK5`T;?X14M_O5DqG(8UeBr-F|
zj5kD}ZX3Si1N=PJMeoGhjWi~Rs3wXv0B3K=?ZLr6bW<KkFSN(hbss9_<pEVjaNLF~
z$8UOJW6^buC&FJ7Y^|busPx@>)qq(J3QC#fWK;J^?0O%1lKa8;{usZCTRlrp7k9Eg
z+j&4|j|Xz)kIVB8nXeerG`}2OOFj0D;rSXB-M7s`2vh#?Qhy5FxU%?-aUHIms98@8
z_do<C2KJBrmd-{!`cexX&ErWW)xH<s+3OcE&8WpPd5aNN7%lSc+w%TZ<oYj!G{*4s
za3z9CeQ<%=TZPUD`~F!t#@u5B5OZB{@Q%CST{_~%_Qp+4ZA{1Hv}ImE`^N+W$3DHQ
zKg3=L)b!mtTkT^}wue=`XKQ;oZgD2ir*bL`pyQsMao&L=g}cx^F{j!OFf6`e>;wj4
zSPcBF*Qe!*gTtCOwcu|QX!^rRAK9+VXA#P*-bCya2iwr{4n3=bGkBCnx*>UXXL`qx
z)O^`i{dhIlY4`1EscCnb#9`Ly&zTFywiI=4FcfwBt?kV+kEZ-x4yEF2li^J&)M{6E
zM{tC&`SuOR?-9^*j`**dd_#ArcwY7GZV{|+pgvm06Ntj&a&6#$Ojk+b9d7*Vmi{f%
zreQ6p4HuT%a?A3u4cDGVezofQhs3W4Yu+DCF4op2xYT^8E_~q|7`GpoXWWkcvq+tf
z3bFBKsB~DZj*8RTt8Qr#8b;^%iN*&f<rPwBV!pnTb0pT>1VkG{vNzslZ<mmL1${-V
zY8pY(f3WPXb|vDb<+V+_@J8ZUdB>+pl=w%(TArN*afP><1!*2>K3CdC2si*KIO;_K
zbLaa#R?;!WkJ_Z!x8`&6e-Ce8TEo--0J83-O*Vh@c`j}lZUaf>#j%v_jPsG(rF-?y
z!f2$lnRE?O1Wzx_jbS^tdp=I#^{=1b;eFke(j8twZoY5N2JO;pAKiWw?*0=@X`!|{
zw9}2c1Tx!*npfBrFn&^>F7EgzC#daJf8ig#*IwUH*JqY%qb}LQu>Sy3xC#(}dHg&2
z)eF&lF0Wy?)4tAQ`Pb&%@(+~)uR>28j(XQaZT+eC3tzH23zNphR>WIAW_JGX`$zDg
zXDjxLjU!rX6+h^_g&6zE+wofVeH%owv)QUyjAetb^R7iStDRwm-Nn3S0iBZf3^`%-
zBbw8;)|W}N&-%+;G_8-iHva&P0ME6DiS%2q4cqEoBe#m<<=Z02i0pCb8<N<;z^u&%
z{{Y}dyD=J6dRVy}JZ`2p9;0jGz8%*5f30c>X9*;u#k@uo{Hp9irr+W$dHia<?XQV$
zZS1udvq&57yNs`tiRrlfryaqiVmVLJD^Cb~J-CnUHaaba*ZG!6;$CswF!%H|=KlZ?
z{vG%?QqeAw!3B(=yyo(s%MSR*IXy_Pm;M}hkH-2;7gu-Ml-Aa8D>Qaef+8y1mj`l@
zjQqWG$@=PP{w3A^CEnf3J-~xc)APRLU<!y&0H5M>{2ltxE?3;<d{L)fY2FoUfpr_g
z^R>Fh`SU|YxyWz3x2Ha*71jJX@cxynX|TH9H`;V%LLmw~xg?Y3my$5V9y8OL&hd_$
zcj6f|+bLJ<8Z^$aMItF?R8gJILBlcc=uI+BGTIFu(@L<^t}QKKAq;T3$L3?^XOWa;
zw`Ai498g*1-xV~-G>;HLX>NiLw#kT8?g*urt`9++=L4mAoq7+%32dahwOu+H*4`v!
zS!Y%rVF#Usx}ZHdHRsgILzS5rG7_YB92&Vj;@m)~EI`b^^3)zk^drC4sL?>q`@??`
z{72!NN3gV*ybJ<`WA|4%Di1i%>0RH2{vzM#hFwz187}0SLVU7Ik~txEsV9TZO?WV`
zPw+0c;EQ?1zl$Kaw24V{xv~M<cVQwvcQ3cC0%+y@VXi-kJVA4<O=}gT*IOD?hdX!e
z8;%b~Kg2zARohOrLL{0ih~j8gOyyXO<K=Du%H$mPuFF@Oz$3&_UwC@@c%cNlJ<J7@
zAYcNEhRb@61!Y*vq20zTCAgYmtkK&=<+0A@`Az|E%78gNFHN}BuVb;b8F%*12d@?E
zHopX~=2v<36@%r<FO*oZ>^NbM*1aRZ-U`$FHv>g*3*SsLB%_5~e**6G>0QiiBy#<l
zJB5YOhswXxG>LNTd}rcc2y5OGyB4~|vqmKU09PR8Bp#}Nq2{tQ(YoVky89ayA!IoN
zC$S@-KE12-I(rKr5J!zoJnf73ah2RS%7fD*@vkuWh4AxCF+r)x6cHqNjf$#=*arl+
zs^h;}E(%AMcxS>|tW$v`nUc{=$i_n=#&+W&M<p@X*I%xDDZSOKA=PiL;&V1;*%V$w
zDvz2)i5nymIRNAn(wU=pmR$}fTOFx!1YfzElDiHwfzUYhAmg?wT}Q^+g~SVXk-%?l
zmuxbbU0dhCZ<`DqiRUf-F+gf?`rn6aEt=a*@LUtM!Z(|AvPhCZ=rM-g3Bf%Ijzv+t
z@pRrEvOXTuv}i2S;Ygm@jFQNAHtaJtLofGAlhfwGtvlZp-G69op2BN8sTXreDvz1H
z&jGmSc59r!xSK&?s%lm+>auDP$hOkS8+l?(fL<~j<&%y*#W9>@{v7cGK)QtXjTBSB
z_ldoga|#fp!n1DM$P30u>5*8e6p_ZaWio-l8;8oru06*b*P~oMfZAxh)n<Ebel$ZC
z;LQx9JeL4&1dag%70X@!0A*PMB(&dfN8B>*LAi21?hnd)XP;UIQ969{%l@fE?(M!1
z%7t=x0ZuX3j=W;Fbqy96w3}(6DILSj<r{L_q;rm6I2aii#{#SAdKKmDFlskxy3=t;
z#Ew(U*_JA&9W%kf<2CIc5wzV`MvF<a@T3iMr)qk7Pa(F6q?rjHy+Xq{3K(_g)_}R>
zNfx(jtnbs~`z6?qel6rE8HdyI+up84scX6e+UgQYEbkzhWKKVL#5Nl%{eGgoH(c<f
zeh#zI#<_5^M}IEoyJC08AOVbSG4$ltH;6O{H5eXfkDAftZSPxZAj57^^6|4B`N5!9
zH|#Y(8Ec*}v+*=9a+c3-(19w4+`9;2vA$iuU+2wmdX=x(d{Oq>-BQZh?nAjHiDco3
z+8NYtSkJlo*6doRiZo3MM%1kCVv<;P$CkrwZ|){O;mGHnE1jE7)-_EYElW>JdFHYo
zzf|UJ-|n!^_4MoPXaf6qqsG1)UnA`>P4-)lCOzmLY5Du4fEkmxW7mzQy^p|Jy~m2-
zlf-gcrjIN#`3B(`mDue7kVf2&a6#SaTus%D^tZ|X00`Bb*Opfn;nH#f?6}#Mj#X?F
z!*TqxTz83L@n)Hzt)1jUMzV;5Z)OkgB<C*Rr%(?hlR%GUois}i5nQFMlyTjvmGk3`
z_dip+ao`i^J!+7Dh_@FLMWoq7d2SQtS<7#f`o<UTu<4V*uP*S<iEXsq8qQC&$qmn+
zn}?S&ERpZS1<&32IQ?trN&YH-YiZ|Oj`rV9wTCexM!}!TkM86SNylEfq$YX&-+;a`
zc%sVI(^Apnx3RT5<1%k7s&n$Phiv{_aa^B_{5PohHp&n9NnnX%nM%MRa(ZJw?w0g5
z^fs0IKwS$<okUwi_P7ziyBIXgM<nhmwRr2>it|s1{v^_VBH3C#t!^x?V{qkTX4?@w
z5rR(P>UiluCeIMluYa}tF>&F$8&*rNJI%N9V<n|PFv!GpJu*#mcRm`|^s95I-f8y{
zLI^<ajG!?dqtO0!@A?mbuKYK79nIFW1b<`^%^aF@w4zwwosz^x5zp}sqPOlfUlw?i
z?e?0D)7xot;sk+JSV;q%GcW;;RC;4L>r8h%lfo~qUHB7M(L6gO7fo`%>2~v#5+V{x
zv<$>!q24>>em6V`tay$&9?IiTn%Zg9!Ef`F5tznF+JqMQM^9|ksXQTV;dQ&Vx44Gm
z%xB%_Mp;UK2r3y{r#a6V_N=$lwM)yzhHoY*Bu%#0F-A+S-;@att_~EFoO;kR)ch~t
z+bjJZ`uD^hDBE+XAF$6I^OZpxeBNY5iDIDPa5`qaOH}wn@N(C|-)gdw8*M{Lx0+?V
zNerS~b@K+{yFb7_@UNV_eR7g%u;^Nx!ph>_J9xxJ{%H~<I5K1%r1f8Z3Feunc*{z-
z@apK7YRezl@Y2k{t6{bUah$Gk)MuY+MA?kDxBl0={{TyxD^&6tSei~7%Ref&%2<5l
zVON^Qyzw2LjcN8dEY{@izzmo`zxC4`gY8;A7}WIm>{`=AwNTTmJ~6sPZQK&g+l+Hr
zJ}L3$r>nyTfvH%<BHPJ;V=82Lx@|i;9`wp1{{V%7X>SUj>~s=bL~$vUxm9eT+Pwke
zu5(?^lc@RnZLx}ZWXdm-_Kl(aw_}gSlfl|&gj;&9mn?Ts#?zxswTQ}t_ZYW09Y4mg
zWbrnU6s<VYWxbBkpUjm>PcLce%0|Q23OJxgpur`zulg>#50O00yKe2xwDiGK&0y;=
zTYb3=gxl@E<*Rc3TOM#o=lm<fd`seM?R!~mNsrn5yd+5*3`VLj0A<F0wb^)j=U=n%
z^xh+tAx#}5XxKO;%Q3-Spnn#7@F)u&n{OZXWrAFr$ld<*Egp9br-RN8Gr<*;t9(@P
zCA@J-d8OfG19b7YaL7N172}}J4RLe)K%Z7%me%(68+d7%vh1Uxgy3gA`K}}F`hmUv
z+%d^LqE4mCt0X13ZHFHy&!>6^Zs((2YjJDv8|z88FzXBT{{VN|ywd*wbQe+G*m;o5
zm?Z!tp&pIgS7t@Gj<pEKhiwL%bb!3<n2mgqjO4BXY@R)P*7OlBlm41?<&i_EGTugH
zeVe}Wvf*-l0RI5Tr~`n!@s<7bK@|O#Onl6ohCf61e+<_ukzC#xW#!CjUD=L!9;Uv9
zo5xp;GFe@<l!N9zQd);VpYE^Ep4G46?}%DIgfx5Ge-Yckaj0K0DQg@6L}S2JFS~$v
z&pc2UK3`)c#LUXMc^I51?s?!>Lu)3Pr$Uij!5ziaq^yC?RxzFqMn-){=U+s4x5i!=
z)bt57tvgMg#(U)nHOlQVoDIaQHr$5bWMFp372z5s_KAp=?_?)oiO{Z9`Vi&2XBZ-Z
z-2c@0?@_)s5Cof<*)RoggpzW3CaqpxNp~S<KPV??^ar(6paP02?wzOIYPaxd)=R#7
zhX{k*{{Tt=^)H6ndTEx|UNXE<n73P52IyvC^FPr?f2~@((e1SXi;?EL{M){@*Xod3
z+Qn<(%OCjm(-+J7zwx_%H4?=^7dVJ?D{FuC5hQ2V`2PSp*SP)7q;SLjvQLtt@hyez
z?wceQM+fEZ2Ic<lMNshWopx<jDO@{13dX>bhR-8E?DU{#d#6F<#E{mrb*i@M`>L`{
zB2Ov!lV$#oXM5ZdpPxU{ys9-SQf}M8{IF~2KNV?G>bg9s7y88c)BXd^eC<rMeFJ&n
zdmT<IIc;NGa|u~Pk8k0wsHbY7;rV8pN3v=D@r85sttX^G=KeJB@V~Ve)`|_pIo*%q
zTJi59VG*BU^22N`jstba*1n)mC`;vU*q?=XpNll)(C+1i*K^ul4cI5{xH<Y$DKmzm
ziYO@d&klTKztD6f(POa>AjE!hHo_yuFscU)?_7tAbh)L@v?JQ`H}6q$a62(Ry_ovf
z1zy7@vzsd;4ZBYz=vBcVDBx}<8TFt?38naw>r8|$3zf&0&Hw|qPu8sKI;F>m-qeXO
zj_QpYbdE;jIrKe$3hp&MHqz%xeLXgbSCPTpzxZp&E+DwFnoC*K#_Pi`>OT&KfIghj
z^yqA$jTfc5Y)|p7t!47|MJ;&eggkJ`r^qhaFSOYvRLjxV*Xlcp?QJzFb!{vALr;G%
z&iR#}AKs)*ihecJ<+t$d>6GEzY*M-7amQa;!th0d+UQRM#$%b>`I+m^3ghs_bo$PW
zy3MEA?j}+bYjwizR_EpZFQsVPNB1KB1o@hPH0`4DwnhHUYg(u8f6r>qQ~v-hf5NZF
z9n4X`_uY2w{!|itfv()#YC7%g(y21ZJB^@o_lOI}Ty(D1^WkQ>r}#=w6kf=Yw0L7}
zf?Of~COrq!74E(l@UEX}DqY;^=$ePkx<=&n<LSkEmDZnYsA;lTUB~7@I_-3C;-ckq
z9{}mP_OqlgZ8q{)G1wfh{qk}@O7CnwE9-E8nv5~s0o{Lg-=;_DRK6hmKfLgD@s=fN
zG})W?QXk<z+;4GH{5tSV{v(=wN>s(QqMt0V%DmY5N4Q?6@TOLqoIbg#%dP6SI-H|v
zow5{v3W0?mfC92>wAVf#_@_W*7gmO3kcCHs_kfZ!i~+mzTH~aONMvZHMvd2ktT0E^
z8U}qg@W;lhsA;CdQI!3r$#awZNID;==xed@e~uv2{3vc?ByY)sdj9~+PQYY(^Ison
zx{cnIc^&<e?3N>uk&u0e?hSfQwed1f6L@hn4N}n|luC{EnE48$hWS7G^oVOypt|vl
zx^IIbj^^acd4C_8k-m49mpkNdMdJ(Y!tq!h7Pt`JeYSZDUP-pmA=s<64<*@G?gdPR
z?rUl<4}3q=wA&bT{XuRn)q>(jA>B@Q4ZIPKNc5^7V1q@|bq!rc#*G_ezUFfy<~8}f
zvT2O+y;AS(+KtWLawU<Of8Ea?rYeOLP*71t6ag#{OLHp03hs9}0=G1<+HRsHL^E7l
zws1b@qh$M4O&dzR)$ilAu|n^hoE%_%dsm`g=o){8CyqT&QkgGqL5ZCeSrB9v-JFr>
z#R5F_udTne<h^)9L}YR!z#JUor+U}E)Xmf_K9?J$Zx+d-G44@}<%`vL^x=Q0m^?ZI
zlv9OnNelOz<{0T(`X7XKJzD1O-u;^13s{ZR@=8cmMd{Nyc@N5i-hd_Ff1qeH+v?Du
zi&0qCIF-~pDmLO<ZsURYb6HwfiRHDtdG1$qWiYYEKa2QroYuXaj9wws<hZ!C7BQ;u
zfZ;@HyLR^N(D$spPR`YD!O>nQRuRbsh#&1SZ2oisO5$Uwmbum>7VM<qRW=sSQ{VYk
zCBFo+%42c&Lgys<XSH`)M}~Ys;^vFW*>4580LecJ%zpELM?JDSbQQO$_zy+V*b9wO
zZ&{96VNkd|#yaCYg#mLG`twS*f+G!zAn7y4qlO>D`PN}J7AnxNQZ8c-Q1OA=>OuY*
zv7>1^^52MTr`avT6%fdNX;gP)ZZLi7JMA+`hcIg4^xM^DMreSR63frs1RnUx5-0)J
z5nEgNcOF#tQIDT{t91S?tlWIH9-(!iURYcwoisB;w80r&!Q1%vvE(1duQYmX)Nv2A
zPk96ouE^tXyK%>sNBdn_v09NohV9^z<4UtKT<mu#D{nET@0pt+e(3d}4hnegF9dQx
ztvW#*YQ;y&q>e%Sd)Iyc010j6I&hBpys#Vwi4Vxw`@bzk6}Fxa+wG+Cyx+cw_h0?h
z=}UVyi9E5}-rM0faB{Kk@3(OTu6kz_0fz;aud3?5+8#iXNcKv+e2jzpqaQXtwbE+V
z9y0MDmJhKkaoF?<!C3F@gZH|00;<~Tx3+THjWBs)NtW4Tal3EL^D4JYWA6|;*F%5e
zSr+a&Ab+-!?2#iCSrOH~WMvz88OJ?n5ryHO3CDK~>365yJ?*;g+Kc|z95?61PpCmX
zmzT~&kN%~$ugIzMD{b8DeYV$qb>sUR2eg*{*g-pW^0z;i$IZLHzB<;tH#RqyG5EeK
zB~*j0%E!qg<;uj_``H|U-ho{6ICThaZ6mXreT=a%d6UZ@clcFVhv|y+9}8aFSY2I3
ze3MAB+kWw(2=cDOyMo*<<AKIF_9Ry$;vKq{p%dw{G(vYRJIKFuuT@k2*Id@$hQuCq
z@Dt>S*UyV`?kU4BUVd*uKr)rp_lUI|Y9clkrb5b+ug(;o;^P?Y^{t&A*7`X=wKTg1
zxk9IJoSVke!N?<T1lPUz8&J_>)0#a;$$76o<(lnnh&T#Q^!2Xp>q*dLkL@-{u}kH?
z<&2-1NaN)k9jB4+NSmK5U1@heV3Oxlg{`fV9%DwIbx#?|ImtbTHI1T?J*4)ls5Clw
zXGu1NX2Q1J`x}x+=hnSX$4_CU_*?9-PO-&&+agva-P=2f-PMWf>C(I=$3>G&Q@t9}
zd0aZa7|6T5OJ{NKkwDR%;$I2)Zp&VWOSPTl8#m8&8}C+k1gTH~03Jym#0o91=kWNB
z-T?O!eC4K?{H1qyY!bY89M;^idDfC*;bf9I{%<rYg4;^{)#Z_T=XM2iaz(BF=)R~f
z?anj%z7;v$xA=N{jMFHCTk(FKso6!R*+DE9F`q1$+xK#O`Q5wk@;Ja0)@$j)L18LK
z<-W;3dFA<UyK?Pk;2zn<Qqko$Q%!JU^CJ1a`YOx*$IXs^4z;JLrjXiIl$V!EkM_1Q
zpi*7q9XI3Gp7a4$YmIu|V7I!E5l7a14tIYG2Ji1sYOyY}rmgH!nI?#~P&NVdZ_2D{
zD+S%>lNFbmZe>)7a^9aW-r!eNHIId(iS+p`H3Yx2O_N|eU?01N4ap1J6amF)_H)B!
z9Mj3>NpZ%{F<;9~!C39+xhKDB$)4iU)5MXLjgr$&l~f=BkM4*Bu;_O%<oByOg{%-j
zXSuog<A2=69#eQ?GIt+p?_}^!rFr3T;;lBxS9~Ry`OUnj`L|&3R1x*#=AdUwHjm?3
zG$-+og(i|6BT{3sM)Gl%W9CP-Rj?Jl>YNe9cz1{m?DM?ZixY5%A20!mb|)V7(doWB
z)@*cT@Wi*RC4{ZNV!J9t?%8%>wC+9fDU#o4c9!!rcM@Cy8%B}jZfQ4stXr<p*Vcg}
znXzqN?jrWDDQjW?VAunB=)|7=tJH3MGq*~zp7PpAbvtP{v(EnjBdGa@%0@Gh^LD|_
zdESSp&!^toTv%l`ZE2+Y$TxhX$PXB<^IX(EB>0O|F(PhZ3a;C2p%qweIp-N8sUUt7
z12s>8ul0Qf($`B%dxxG^ns?qa8Qss4p#K1?JdSZ(o}J)LN<CUjbErk7-b8%A^pGL}
zq{`snwiJVm;EsJcsx}@W)|xi97p#{NBkoomTO~)#y*BaIs`!e08*>fq-O617=S_DW
z)4L#$qa>B*JoW8BYHZ$oEAdNR5pJt2Da4m9%Nz(7fPBUwO5k-AMWA?t!x{|Qh4rnv
zSzI$Gn=VhAo)uGR$wQ3hpQK#0t6{46yX_O{H!}Ga{&b|ni1vm?QNUE}Ko!vV%U^@V
zHxTJ|b1eF8t<hUMKuSc3w`%TX+}z_Tc;MoIJXRrb8cGp@p<kco7$ZHsdE<(%#lnc&
zAPzu2_0Zj|gje5ZTQY{&kt|Ok%VQyx4nGw=eJe`O{t-)UU9Klfq=Fr?2&7dwWBe>S
zkh$yM`Gp*nt)%yo7_HZHDzlz(!i<y6b{YqY^(`Al)NLWU2)85dk(Vx1C}4W<IP|Ww
zNzrXJ`-Z;LwDe_InUW(T$GKDc$h(0~Kx`iM<QEc&=aO)X5Rr>)L4{nL;YVOP3I(~_
zX*w(?OSjfFgh({zE~_r=J4lD3fHHb?=BjI&kX!Q}lc`B}W?4vOQxoUV0ylB|CZB0_
zXK~@99p!^NSxNi5g_{eOIoi;kx#_qMt#P}uNh6c^56Dmle}uk{=U0c$l1qM<GfJCP
zi9BsygTLoiwW(}19RW3sC9R-)IY79F3%#Up2bcyjM;&^9z=d`CFT$z(T?{(>@;;em
zG*S7H&y|*0cHp!?t~MXxCbDn77I=qG)uxk9wv5>aD<9fi5>vTs40F?`dIfZHo)*8b
zo<pKuD%;0&f*~j^%!R*<4xr?ZVP2(aCWWf`niic0@3gk^6;2yG<K=JS869f3hQ1zY
zGQ=+YOtITr;gS@N;GOdxN6Zgy0q4CpQ?i@Gw)Z!>G(~PM+jBGpTm{G8QPsV1KpSv)
zBSq0x?_0kRrM06(Cyq7}ubSugak49a5y-&l-xc8!>dcpO8yjyc%p~~)60x1!fTp{t
zbsa|E!53EZT0{12UPYOkEY8yg`A2SX%X@%p&g|jyuKdfZu>`7jF@Crm@_5PZKqIWv
z=hKLofbh%z04+1}I{yGnSK0pn4kz%`-T;ZM!$E38Z-!S4;r{@<>@m9|kZa+Fx?i+^
zuZ%_i08G!${{Zi`D|n*n$_Xs=$9Us^;w*Xm`u;QnS32*BS`z;N!e1@LyFx9l6<tpC
zP<h4+dgHz;2Vc@JZYQv~xtSc?m5EUg-B1A}XPgY4O=Mf!YTC`A%*iItnM0Gm1du@E
z0ChFiM7DY&THeiUmu5s!av8o*zN@%pdvxZ3p1Y&!GI(FZai104Ne!fT2>Td`OBHXI
zXu`ICz3o_@BJq3pr&zGK(KNXYi5Q++n8p|b*mft4wMRwM@AccX@y54x1h%qGB3q=G
zZ!Aa7)IxERFf)$ddc6xspGa$f%WWcg>aMal+p~GjA9vj+IQ67K&iI?cQR*5kpwVWJ
zNtSDzx`b`!EvM&cM?sT~qrG!p0`S$D)IZ@Lxw>&A-fS+bv=Ag+s=)PMm}PmdQoGgu
z!6e^mw)sDY%PRO@=dLkcKdkt^?@IpwNV1utXl7|qBTc1Qv9z;+&u+BA9&O^ATRk6E
zYYjb)_!KL$wtiv;Mt!<t*10<9Z1mkn#8<N1%EUD6&SYRnW+(h>+O<E2T2F-SEcES6
znYBX-O?HHX6i+@jMyh{}SCUUX1qI&6is>n948%<*molDt{{Y8Fu6xys-Fe6SdQ9&9
z*z~Fr%cLZdOcq;-JjN;;0XFV9&vJ29tu*;>oup79fqrIlovOc&Tu=kdnvSzNz<|o<
zl||qW^Xg4{&V!<p5?ETvvKUTgm;2BBTYj|;pQ1yiczEj94J>w1zn1S5c#)WLTXEwY
z<GoX{y}a=?+?sZc66qRB5N@UD&D%0RT(_X0M)!)e?+DuIkcb_|pv)dfnm_^%;oPgn
z<LO>&ezsQ9t=q^8B7q!fj321%GhObZ;g1Vm+x?!-_iy%kd2Ypa9p20QT>aura-I#c
zv;NV!g7P$+fKgqPmGt=-bYq$U6z+T#;w92-^~;eO+TFwE#LVDgFi7Ws1}hW$F<^(!
zcKcRaYODt%KBVCB_*bHMi^oylTUhB<kx4u@D3;8QxE@-3s<<3y_<hAUNm!E3+8DI*
zi80>(U?w(0!!F_*Y3Dr9Gt9Alq}@k47KT;%k;mnbYt_5~VXgRs#nD~s%`}ne(F=y(
z+b0RfVorVdu62Ag42})yi^`b&k$GiR-MIbl^Xr=TpA3mK%^~iljS_q2-0}w9<|=%u
z-<PL)1lg;rOD*-!m9xpVPvPTp{c%nM?s=QP*<VGbNqH2q{{Rna*0~W!`_GsA-#7XF
zDG*`bUB%}8mMz|P(%m-n{{ZV(1+VC%Rn+wOjGk<1G;H2j-MbxBb~xzX^+&`P*O&6g
ze|U*uhgX42r6Za?t@D2gQTK;K&2+XJt(m*Df-CpCn6Ow{+5%xkCx>|m7{^j`+JTpR
zY2r;QL|ab}-RV!IrOO6ciY_*(;e&c-?_#p!vGCTTV%Pdq!u8~1=ED;zx8<DY9C2J-
z-m|B8gIJ!&#K|q;-zV7BUB{N0`9Z<tp1AGJU(nM-yMbfXZ7pozhCeBO&6ut?WNmkp
zkV(dRj`YTLv3Q?Cw9v0?bgN(N;BHnnO{HecYq)J5yT6&PXU5QKTJt5$cLAhGj7-j;
zE(h?29G~{H-l^PpzEt}`y|RHLj$-jeAq?!N<=g-n{_Z)h`qx#_FPb|$vlJJ_Qce4#
zP|UyUBMRQw#yIOhY;!&eg5yfkJk2Lj08cnfp!>{tZTaVqUX{|^$>NPKQ<`74A_x83
zGPcm(+5Q^Y(=T+?ksHLf_ZHR=;H)s)Bct_Q-@6Tuz1RNws=DKN9&2k`9STUb4<c{0
z`LRe&^yO4Yrynrs?Sd%?;`~!<;@dqq>Nb)`<V1z$-hN|`?)z7f+3H%xw|*_4kSQRQ
z4oL$Z_1J3uEWOd^c(l8fn!;l!c;w8Byd3PqXKCr*rE?d)G)Zj!&86uUnq-Z)%$g1R
z*a3nv%y194PS~bW9xQHcEhE-%ZQ_wt<^A-9WsX<ncF39jAK}Gxz8CSWpM)(C>H2&(
z*KFQn&ho0SIXDrK@&WX(HaevL0NGz*Y2=VR#zu{fP-6rU?!>m?><wSNg8Ny59ZSl#
zhy_?e$NRGTc*z9dp4rc827M*r{{S9p9wDF4)%QVb1W%WQ?{<)Y6=Dh)zt@3R^v{a(
z_<k9*`v_Lsbht82C)zKh{wy#jWGU6V{{Y`r;rbx)FN3WvOhpzegv9&D5ohJxGu4J_
zg`NBp&mcC?`LQsY?v{D?FYuq5kv2!S_|xK!rKa1*sc8QI>m)cc%Z?ec2vs@Uar#%z
zHoE4asq0qvx~<onGRV%dN?48Uj1QNf-Gjwh@iwok>zA-;(pxpUL&P@A+_&+2mj3`f
z>(IP4;N3RDE!vi3x{xw31g_LQK<&HUnD!QXt34mXntZVs8(+AXG?2a;F%u3EMsls5
zay@ZY1;(SLYu2|@NfxW9NSs8>qA0`lc(&uGOgH=ruIe5R@DyT6XS<R%G3-UiJ3{qi
z>GiJ{zk3V4K`k_he1$?|5*dE^-JR^mxAgSsKpvyw?P4pbXO`~9FDf)uisS;V8#8Tf
zpbRj^a1Ap-@P?W%C)Og4Xmt40%878wA86%RDEYtLCkDCOeGczbir~j~_g`iuH!1zr
zLY`H5+*gB~@m{%O;oUn=_+M{*YZE=~{kPhrP0jnlR|IbU9oXu4^q^ZFXJ_IqV(xuL
zT^8O+Z6?bzZrSBTGr4*D+;hRI-|(IrJwDAKSDb_>>okYw7~AuKox{JrY1&VXtRu2b
z7yB3Yj>11KHz7~H8<5%WR&}2P=rV&njnw*m!TFlr<qV2>!PzSH=hlIkuj6~E9WCSK
zIw*=pg;yh?cI4pqBvy`*;;FACZ5n%ayII_sy!nKSk<o*J!T$hgRvexO)U8xDuPL`c
zFpR2YQoXQ20|eJjo*3}1pQ1JFx0f+p9FZ#^F@-o>5T|x|$j3Rw0ikbM)%5KYTlv-x
zD39ewX?J|Xr_2t1TAxbsK8ts$-Puj0eVyg#8dl!UxWRtkG0EeK%ho(7mbY+N*|F6v
z?jZA_xc%DsQY#YcApwRPj=Y@J{X4<-+K!|4%lm|$Yeb2j-rSIixY{zuk+k6Bze)o`
zp*r%}X)s>jZMTK@#pNi^bF?q}-nE^ey`x%OY4>a|Eidtfi0xHH9S%1hde*OuG~;*W
zX_vO*;bW2~`5((G5*)t4j1tN6=bUw_FzNmibVku`%E=qD#~F}i6lFkiaIAZ0zgh%0
zTJXMus%tjanib8=H!(>X1zoZNSCuHt1~7edUW@+#2=0fbX>(n8l@jVWBqgP|BkvV0
zka+$fjAOlUz6(hn=1n%%)!tFMSml4ZR1S8rAZG(Td8T-~#X9B0Z{R!Vl)%y($qOJ?
z#@)Xu#tQfA{{W9t17gd>nlFqM?chg1R4U<wc=CpJ?qT<~@DD<3q49;JXGMPo_*YAs
z9Wv!b<<;^qBwTRWkPW4k6amLiO7iP1e@xS1`y4g`FSD+Hdk|b?0mFY2u{}H2P2kN=
zTMa)}@gBKtJ^i$hIfeyb>Va6Sl1Uq5Y-+8Q9Z$H$0Cqki*Keh;T{gp0jw?u^5UlPH
zt0_=j!u{e|hByNQlf`+|7BO2vYvpPX+}+%5^8VV(<tJa1YychDCwC+cF`Bm*hV;)8
zSt@DML~d?v*%EEJLU_V1>@whRPH~#f(!L#Q^4lAAwesHF$o97T3(YA#B$dw9jTDZj
z9e5pR1JAx8UuxGnq&Aw(lG)E|83SvV4y<@!Pw<>^Tm^PMIMF5W_O!ZP#NKqV!5Mw7
zT@{-osxxv_9-obJa>wN`T<0pS{{Vde5JB(00DrAAkrfnCK*EYBpa~KwBv~B>L`%87
zhC=7_AXl<{9MY`i)aKT25WCxv6abJFUB@raQlt6TooFz5iK#~F$9;sXyM0xafj-$<
z@4OFvWuoa9e{6Mz{wu{Ol4n0EkKz326F!l-{{WD4$Q@?5`_Zcns#oeiI`ccf5^FDX
z@XGO{zwuxy@_tdc{=T?1*sbhQMwYsq%JV+iE#^_RS9dt}^uez^@f%HO9K*N$X4yVf
z;g2doZh^XEr_zxK>O3*ytwYPygja_)!w($mhB@H65wzfA>0QjXx@U|ugtC$Nol%zK
zA227g1Jq>n2hzS`@Xgkdd9KY3<Z?NbtZkNEpDPoA$m0VYYuWrKCZQ`|X;*r3+uB>n
z3{f|k^Qn*$xL-_TiUFgP@g9MHqg^b^Z!GAH%jcon<@~rKZcTY@&V#An;%T6|coZ{3
zJY^XUer6*(a5LXE^%ke7eY;M3nA3VZhBj8m_j&sLeXHmFcS^lU;xfyNc*Cl;<^wyo
zC(1U1^z^1Q&O^nQI@7JZI<>>h7l5J5MydeV5Rt&gL0tX5uX$>=>uDoL_HxVtVpWTt
zepB*}00-9<=yGU(W7Fc+ELtxi!<lYZ4q8TGwMwz!euA+cZw<+*MHEV*<4`=;+OWIu
zcQFI`3{X*%rd+L!#nsNMXZD-Fm17fR6ms8qsT|`N>0MupJQb{H+PYclamRakdk{9}
z!0wHSUD++&mmm@8RP~)Go14u_#%Q%xkrqd5aAbv9zVZ@IL0n~X*0waCi<kOVj4Vc<
z1oug~BbrQ*k&rN<Np5qTkVhDxJq&sLE377w_AN#^lKwOMt9c|m4`k#6jB&?m`eWdp
zudCl_7JeUs*<{qTnF=%;j7RL`6TQz~dUXCCYvhan01<1N_Nf)c)#C{x+#@Q@`?Vt_
zRFYd9bSAg8TWg&+REqOM)ufK(t{&lLG3+IGmENQfdth-unz{6E$04P7mqOBG({4&%
zNiWZCggT;vcQlN-$Q?nio^@NV2+gIs>9?}m&LhNe=4MQfytp|SZr!R4W5qrszOb~?
znsRP2ms@ZWP09!v^1vr3c^<siBc=v7KVp{Ar#rzReo0qp<Oc2ZJ?I3Fqr6|NOQY#N
z4ttjmw?(%lx%0QrBNp4pzyRY1u<eTTYdu>=xAB~wBhqDQS`_nk6)U<%`FKA!PNbjd
zT^EkEEiQdO!vgXt?jW?YYYVd>VIqj+-4hZv=PG|38uKp|>-N4Oy0u$7Wwf-hj6xZC
zW&yv}FykC!kJr!yd)1xyj<q`o=J3vtmv+P#QX7XQv$uBjcWiOEir~Cdd}}4#dY6jy
z#<!9z#TATd-#TqSGcH?&I2j#xdm8gCKS;V4P~2NevTQ`0G$gSEo)aK&{-E@(#yGX_
z5GmE~1=Kc+FP99WZ}m+704uM|*-%P!0)Vm3UwEnS^q=g@m`3Odv<yHc8+KbK0OJ@K
z!R~w3HO24RvpNM?nSXo;K^twrQmTK89G?E2>%Q>s!)-$D@!L@du|bAVt+{2#ToIlK
z=z3<oW?R33HX3YKa6=m2Y*koUSh!)q^D(%i4s)Kg1<#$<+UoAjuXQ7QV?QigVl0O}
zK4L=t08&S(>Yg3c4XI*9yO7bd2JM0a4xD;)uV&V6F5%HL0x#IE#v@euOl(gQuI_qv
z?kmHsZQy&6ajJQ&lCzv3`Ph!6k8{R7Xc_9i+G6`fH@+N{$1^(lu%^)`-ubvZ1CDb=
zj-{z+;^bM+E$z&NMX<;k7@hLVxxQ2D$4c^thVI7TO)a&>qzu5Y!vnW=Km~y39Wz@K
z>&bJZ4FbZ^0{M*~a)wFecjM-6IRn`HP%9pnuXvLG0K>Oa_-|ISwsm`O>m+XTfUa|r
zPp`MK=M~4Ni>}iU7}YKwa<I$)04&jSw<H7Adj3_P;hQ~QSn)-ydX#q)EX|377fi>E
zq-0|NV*?#A?OxyGABJ8Ou(Gwh@cC;S(Q_D)nnSfv{p^O^7aziVngc|5CawLU;v2n7
zSk$MITd0WM#1`FwjO3h*_3v1TZ|1CavmY)+Br%iaF{#1G1dNPi;}!2-E7bfnx@3BD
ztn+FN$`bW}UBm9-%8s6u<8yd(SGKs8=HfpwEr@nzV0VGY#@*k0p!(1>&tUjBW2Z}~
zN+G_AR*6A>G9o(v0CYFrz~kDb@t=aNwTHXC&@GXKbF)ow`w}*7zi<WHAO!m43iI6`
zQSkgR#x=b@>ETv0!yTiQ*bn=8&VR|TMAW__>RN?`wYP>eqPF2%nd50TE;gSvm##*3
zob=*?dYpHMZdt8v^vw*%BoJB=zDH=>TuqfFSQX<OexkSyYHdo=QKifcyfFlE0+M3f
zKqa=8Wh9=YWLIHqA=jahY5Eb8>^IETg`u}(R^;O-GtLxqSW#FFMr)XCpkpPpj<MSm
zGApj*kQq<P!y|w|@9RNF7uTBVpx3p8)6-73y!$i_D#(`MenP-)50=lrQ;sV{+4xcm
ze>&<`6FEDh3?Bp>kOY5su;kSr6wd|rp&5ymNeU_kjl+UC+xJ1|u18t`t92w-7vsz}
zsBTb_;AIv^Pzh{(-a#V+139KXpK!6urbBkKNRxl5j!)g3FZ#eq3QuoQU5(w}gDpI(
z2D1$Dkrab#BP#+j%-tPH^{tN%czRi9xu3(Ak)%kf&l?@WOlNB@;naSV1<yUuJVSY)
zO(WYxUU>jgSm)(m;o3nQWALwP(sl0<_@hRg>b9twY^b;clh<zbUc*0h_No$VE2Zf-
zV)IV^+SKmk+M89B+l6f8?FTsr8R%=W@OO^1`|l6^f<<dhRwWS@P&<63N}tcCdI@LG
z`u)H<pY}ZFOFJ0I<$-588Q%HjzL}-E@Z(J-#LucnBv$E^GLz;M9R|~!V?6;i^hLg<
zp-U)>Qj$l8^m$6rqLxW`<Tg6143#_(YsIxc58Owp+|H6Z+(963w2%t2?f&YX`ShS^
zowe4Tp?I&t=1&jrywt2ASf*3CBZ#g)d9{NU@ApS~^2q!rsK*qmCA2dM2g!8uvPP#k
zzz1n8eF&?b9q|^W;a?EkYPu6O#9J7&Z}R!D=aP1eU=hYK+ZE}W=fyjFy&BH?^35LQ
z-_438RcQCd0sZ5D8sy_|Ub&z(KmXPI{{W)94Ku)AGSyejv(jhs)NbD}5T-xgl&YW3
zyBmLn`y&4UiT8*tEmRzct%F>*<hxWK#Lz3F$JtpJs{$At5PE}NyYSI0v`cIM02t~;
z5ugIv%Xt79pYJz6-5=Jvi!TfOJk#^#Sl#OLC-Gg$<wv{IWJ9Obt3u^$uL?(PrP*36
z2Pz_ga0`FEllagk&TijX7kC<Ny~Xpn#^|GFQIGbUYW_K`6&@y^rM<0(Kl0X3Ir0AN
zdHqdo?w9^rzsddH-+<{v(uks<N1S+y!e~+`XVj;-ytt4@3Pc1^fKMc-%P?PD*KefR
z!DDY7yd5IoZmvQSHJ=f@{{ZsCPWco5x;NhZx>s`>&<xNL)Qcr%87l_c#8y`tjm3;R
z^B4D*Z7T@ub5tPF^ynp$Xl>9*CtsKKsJ_)!BbtCT4KP$qBy`U+&7cNL{<g6-og&v)
zw3^mKf;mI|)BgbLt+xLFmUKw80rNHGthQG&T23(WoEoiOx8ofH?N*=Kkc`h4-~Rw<
zKl;_=l*>U~{)^+E?7J&#8ElqSw<qV_f^*Z1cKX)=MFTw|PaN9)xhIOqh=Iw=bDyVA
z*0B6h;tNfFNN0xE$d)mJ+3Gz%3gqaZRwRiT+yq_ZbGM#A<n-<9Udd_kBTculw}Lx!
z0-(c0gMbHRJPPr8Qb{C}l6sl~$I(!HMez0AsE%gxoc{oMN9$Lu{9oZlI2WttANFhJ
zjBRW>@;e?W+nPByFHmwQ6_2f~d`aN><xSU-ui&-R$E$ckSyEW1MSrb)IaZ^)xk)#y
zq!ZlpKysgb!K&yV>m!@}?rP(BheiJYpOyUU;3)N-QYYRnWIv5`c9*la{I!t%X;@sR
z+Bf=_hP6u<wA3SxcqHJf{nJ>sny!zf+a-mBF~J0Xbyx2H0H1pKp>-?Y`RQ2E>z6ai
z@bAQt=YN>qhaW8#7b*2s_Nk^^+$2)JlJKe9BAvf`t_^q}#Ygb%q)=Ju=#$>ge90$n
zTp&DUzuG^@*AuR5m$O@dvfvZ2;<UUO;Op-eYB65wi7)nO<)mJ(wBurue>44QjVo$m
zLEwKAT<8trSZvv>SEGLu4C8QKq<hyTUwy8xrfBvlYAu=wAdhOQfwfd{1_7^<J|)eg
zU3i4u=;*PDSNEu$HxBssplRIWG`lOS+qGL>8b6%AG87K=?4K2GW7G7@4GDIn?iNWA
zPef35kIepguN1buyR#*&CU}cuJ4qSA$j_}U<?ZgJa@SX~y~OfkEaxnJC>c_UD4=7N
zS=cI!lh9XPrFbV=)S@?XC)sTkcNwK1FY0S&O4WQf;k_m+&#-;FQ<1W!Z@9Zp-ofeZ
z>s-FK;*DoteBVw)U&9J~v5)u&{<H}8zX~>;;XNGR>83qf<|WDy9FhIO*0Q`&<6Q^D
zmg#k>TX{3uHa^875Ync5umcCLBc*tSt<2U}F<slX*&<-deaH0muH#(sJU%au8&B-W
zZLa~yxiYs!2P@AQKJ*I4To(4a$BFiMcg(YjXDt#QU32^^x38zty{`3c=8S1(O_r95
zi$Cz0++~NEpZVv{<6Z%x-&$B-t<B^uC>h#ga~mTbgb~N#UCdBh>Cjwia7y}&ayRd$
z^Ed7O>abIiedq=rEWW?9xPUUU#{lUY1yWD<it>Jy%v#;t++EFc4&}SM7>#39#=+F(
zjs|gA`p&8~2|_{&+sF45oS&_Bwz?gJ_Exu=9;4^YcVQsBS5Ur0;D94l1QV6}r2Co%
zRMk95;yo23($eiBWk64q-edFG-G@`xiomed9j|R=SU%HsC21sgIc6u*oD2cps>5Y{
z=SgVR#!HEF8Z&eOcw#>cb4uED`i1GSu(b<3C`^GHAnY8Go|FOUns19`)S-^b!roTY
z@7%zx7tF~UHzWbhaa@+UVKvR&#hfBSwr&@5F6^-xY@WH#70hWmzN4XCo9!|~1;9dq
zz~w>eN1?8xL)Z0TbvzepW&Y7Yxt#_%JU%{LjQ5}{QMR8^fsQQWj!4jc@ex%20C#Zh
znu-41k^Yhlw`fuPl+N^T?_(dztm@t$n%cr!=D8C2OtEY~HhS`{=(T@O)23PCdvhiv
z*_i&~H_P|FlmW;I4ZD+KWL%x2KkEk{H%jg9G~c&*cL1lIZ4T!XH%-~wzp|73BApGc
zou=DM1?*gJ^FP}8f4l8j8jZlex4O81`A{8@K!}@nZT|pdep#Rne@KvxPSEb!5_DnL
zXc+|Y*PK?ji!CLKUc9@4B9O^3bt}*lf_|KulSj1Hpp=_1+je>H8lyIL{{Rmouj5^A
zgXL>tS+$ig$((H?2;bcbhtu_-4s$}(9&nbnF3@T+zSJ=*GceoR9s6^d`eVTV01jsH
z7M~sOiYA)U-<3$?{oK<wa(eyM_cil}h;A&jZxoTIM3&2J(PiQ%(OHTS(THp}(!Rsf
zekp0vXk$^cUouGT(IegWe8&6C!|={Nl!=#-=r(^0d=nO)l4>>^9V5o?H16Bjd!KRM
zyi4L&f^-chOE+E|c&%<XZDS*n&Ys8l`ikMTpNWrm43}58PjfQyD3G11Pw<dB5AJ|5
zUK4%d{bKl%(rr@Pg5xTO{g88t1d}?QBSrB|-P=s_J%y=#?KfumzvY_tALp9%7(cbF
zCI0|G@eTSqdX#RT@E=;lu<=0E?O_Lo5rD(cfz3la!poWe0OhCt%}i%yr|Q=7_?t<S
zUYuUd14#gO8?fbhJ9-0;PL=68#=YVDUq0G5`(DqR{lnOUjt^gBgI_9XlU&~T+)ZPd
zHZw>)Kh^Ere@glaYa3+H<h8V2w>L^!YnD^77_QzuO0Gc99FyLVnmiiALthd2$#k)k
zYO<G_WZRZgmkdXKIPb-4>Q?rC9%Chy%Um5n8)dqWIL4@OzG7i^ZXa}Van(gS*HpLB
z*xOkMrIsnhv2QRf$Cj)2g7k68>)yE=t4%IBPN#2iG!QJTe7uh|9OL*;%4w8p+g`(e
z_VmB~-`P{18a=>&v-~-#4P$4jLljWXU`Y$k<(1?=F9VOKb4mTT9p05CvO?3yTj!Qu
zHiir`%)NLOdqIy^ygo#B^4!{|$|wH-SGWDFH{PIR{{Zlfc&9~&?duC)Y4Rd7ykM0d
zH{Fjt*Xdlv?ys#{-M-8DNs)3=M$00ec97Wv=quf{y>m&kxP`U*>#KVULczw+1g-``
zY;HE^3Rq*edgeT9t6OT9cGsG2k#AuHab_l%kt6OWaUpU&s1?p*PO{gIqi(m7*<42o
z?+GaaFu3C^tJjmauQk(Z{{Rp*DWbRVpM-3ePgIUYnpI+a&oJ(1$>0oR9y*g;^`^CJ
zrOFprg|2N4yB{tivA1Mx+I>-uTh|qOTc|ZFxZ$*cV|$PcME?K-ebrx^f>_W8Cvgq`
z0EHUa^y#6vc{2OrR@}MDfXCbufGYwWHd!TQd7^?-$w$b>a&epx7~|z0mDb*Pj!O?V
z$VcYO6SPd6Y+vtto<(9$;@=QYJ|(*w0`1tLe6RrH1EC|gy#p=55}O-{Cee^@4YE_a
z%-{Eh-c;j`mDbJTHv288h8a^+X&=lB@<yq%a7HBlEDu3mYA$tsSQ|*%S;MyGQgfEa
zbH^To@~*h(mYyIQeD<>l;ui47aVn{441?uw-Tb)=>(t_aGBo{m-QHN<*KGHaGf6r(
zBX=Y!U<?k!JXYM+`mKys^IxJ#Y8{>wkF1ZlZCO6?^x$<B(na7IwA+X^u`F}hT5VQW
zI~qh_R64KCw6QtbPDNDl4!flc>6Vd|xwkn&hs<x3=LNsMpkp)$;HK0sg}cS7yp061
zIaoi1Shg9IAG?eY2eoHg-P=Mun8cuYsQZEBfsPq^9CBBl4RspUsi$k&V#jR<lYI=C
zVAu^NM<?*~u76F@W}f0DyO7x|ujR)f1cN7K$m#W<WLK8|0Bh7Ij=}<-UVdD$Vh7%K
zEKlRmR+W?L7I6vm;HGtp%as=mCJEuT;GPE+?D}Bv``z2es!Fz!>||@X?Th6@Z3uDS
zp7q=KN8oRVd~K{>>Kay{_BuVb#c5+!21g?-6?2tQjL<8dWAOg!^TM7R)x2GGZzKXa
zV6;M2vE{q|@GkFvz3W_#yYT-2R(8AA^w|8{DdlNxun+GdEO|nBI6Poi*dG=AKWh($
zExsOU{{XwNg3R4KjrX2y*jH~~^XXqO=w2|M-7P#Dr#oCMMZB_KYKx5H3BRJS;Ewzr
zv<W_^8{zK|+u3Qiei+rP)<wE~k-M)jJAACn1{mYhIqO|-fjkds{k?da#>rbvxe+S3
z%x&B;AH=LN$86Pq7+S`<ls5MfF?i-JJkUy}NZTN`2Tq@Nn)eMqOR<AMl31=;R_(m=
zJ<=xP#x~dv-MRaK6WC*eKsI^5j6N;j+AP{Vi2ndcQmD>9)vn&?dY|r*z~Z=e@xO^R
zNNw$$G;eZ$*F@a;VZLpubGI1ln)G-qyeE5dV~R_AkC{>0Y^+VSw=pLS{$6_p=D6K|
zOtrebn0S8TB7##9lG--ddC5d#KI)Ex1Em8+d1BMr#@gZswYiew;0Rzz$+=8t_k<|p
zpT@d<YU(?^Jq7LT7S<ONuF$QAMT>@9=Og;mei+d-y%OSSZv4A>?ZE?TGr1u~?X27!
z_UZaoeddjSGRv;pkL=4Ubux%2ja{81Y=&<}B$LnephXWFYL@9|29u|13l*KF;I{DO
z$jo_C&yF%VuN^thJ!<x&aJLs9C)`1`e=>iWs~RqYtN4!h`#VInd%K;b{Ite)uT#kb
zjL=b5ON(Z=5l3tiPvU*dbMzet>sl6;H(nsWcaAkp*eoMlC<6n5*jGVi;C)o8CDo}(
zroK9Id5#rC;de0OIoL6i(<BP?-F9oA2l#Cux3*hr`w5hJn?C-2Q@oy|85p20bJF-W
z=vmpzWKphBhSP$-I{yF*f3b}ES0#6Espz`iCkA_{5t`yOz>G%3e5>n>`g&KiX}WdX
zEp@0(aJN=hg=I-&ZK)C31dH>K6}s?iJH?kiAG`5wl#e3KZ-jJ;2*OCrot>8<lk%XO
zmGo~Aczo#Au*awUp6bOuWSr#=Phj7Car{2DHnph1d2IT0Xz2^IbF!}P8Cwbq4o7?~
zPpIm)qSc4l;Ev+qpX~l<42W0e!YcLj&TuP{xA6ko#N$-EhRXb}nvy^Z$14%iRl&gn
zxbHv_X>&!Qy4~Iht`V*kqm9{$x(4M6{+!mnwWioy-{0NXXqQbC<9u-WtRe*CavtDk
zh4iUxMeesV-d)cGFc`M^rH9`i+*bLNx3zQ{x7ntK2rYG3;+{f_7m<|tmxkY-o~&pA
zZ^p9)#k~4XoVL(xjI0r&`Ea~o5xn=o=ieOHlz7+1y3dO)#jVL!y4-@{;>Z$75Gpb3
zGJ5(0+Pi-h>iYhJrweg>n<R{<&O?)*;{<j5tH`vALNxo`L`$*ZPnTluaNH0<9S2><
zwF5^%rT8G+S;sk^IWKOA7M7)eXJUVdcKmT(o8eyp-l5g>eQe2VJ*|PbyN*Qr-eFWg
zr=~dV>0UFY>rk!byIm=cHsVM3{__6-TKW^i9w5?n{{RYVo*bJ}`#sIsjwQMzyo+vw
zei^fpcX5uungQI4Skko{?JDC<)NVZZ<y2_Z_OHska0URt?Tq)Vtvc&U@Q$9s&edhO
zZK}Cnl{V)t>c8tB@#3jm&pno(9i^MTrzYo5F)_m;?mv64`&q9!pT)Y(?bLpFkjZSX
z=OQR&WglO<C>4&98(WL($?r8OUQ3Dc+gdN&$e1}@i<|&C&38Tkw$ijM2T+NvC%+ft
z%-Uk*A__Ma{{VNWBN*>qJT=W*P>wh(ZUwSQDGG|qxln(z*1M1F?RpzoCb-tzr<BSz
zlNy|<TsOBrH3Mfp+FMOFsV;&PX{j*XETqQG4mnfCH*?oDzI8jD2Ff^ei<Xr;L?6sQ
zH{RicZclpSVYJnC{Y2=#5NYJLghY+C@>^)bK7L=9Il|}Cy)N6p`r`!CbsaKzKtev$
z(k_46&fd+y#Q@JZu(0t?w{s#}OB^xDF7;*@5B}i6&m7{r&0_xmUC^zduuEi@>~`qK
z1gh;H!mH07)x8yzUK_phwY^9nU9kwzZ9AK=C$C~pPHT_x)x%v~M<te_nFJZ~_T)Pc
zx_a@ulg$Dp@P~{qb?*^<mhvd#jBark-3X`&VoBwQ$KCH<zi}nC%ug5EccaJiG>Q@b
z0D05p91ISaubZs(=`<+6v|ziAYsLX2fJT`4y0+tzayzH3bNAjV)o*on)>(o}(G-2u
z0AOHx<MW^_eM@TJ5ByKJPSnVk`!)QwjhLX7*T2ii4crWOrfOQ1&ZTiSjiU%{w98n(
z)x+{B+x#4M$F6f<BQB?YlFd3!>m=>ELJ!_-=O^(sXG_#|3u}c-YndWhPS?W_Hk0#b
zx4vl)l=o|>^gTAx;`V*4?7WScW&WW3D~9mj!>wD#y5yGL9}+_r43bTG!Xg9IoR&Vo
zkH(_Z;k;c!-VHBMwbs_|6p>hDlylZLP;<K@zXvt%9tik<<7*3L)ciwqmX^;MWVeBe
zOsv?!ZMgY=ygSnt$C3D_;jA75n9Jfvmr{ga32gvaGDZTi86&5)bDA!rqbJ)MDP)QH
z5TvJaW1{7V<R9*u`qNeLO{Tfw>#Y`jMo442VKU*eOsFt1p5E2-{=M*ZG;3KkdG#?p
ztY9yfozjEfI2gdCa7^X&D0NAiNz1fW(!S{hqbO64n|2#NFZY61U*X2n?)6{nxi2l+
z#_A`6DHCeqM{_F-DfxE+j<w6_cK7kw6QS{A=Bul(&Pxxyg4iqR=}Ud4{{UuPhPStp
z<@kA06<?cg&GT`b^V*opdXIzcZ8a%;H*Y#mZ#<1SW@03ZjCKccAIiD}@DGJNJ9yA|
zg8S|Flg3O@qADg?vJX4HpQTm2z40E0rCaKdXtR>#Nw}R!SlQ3|v?rJP@m$x6^+uCe
zk5Vv?DMG~!zgCff8~1v1!0U<wQTo4v^%;^zw}h^rXxrVOgK_!#winP~VxaJ^g&t`a
zQq^VMrdcx>vUY-V)aUMwGx=2U_}j#KY|-4p-`SFx#D+IHhC>r^<|+BI2M4kC>0d&o
zgq}C>9DXX_4Ysj-l1(HrF3WisI}8Yi_kiORgx!t?;?_+@!tUns21{6DR)t+vi)W4d
zbIS5LHRrPYLf15=Uk~VoZ3HuBNiE_=k--CS%PSGI_8yhh>OK(h_2u=Hi>GQfx^ji{
z^4pbF4;_IDeK{4xNIWa1>y34)iN)Q#rfDO9mR2O>ha_YkdvWVbX!idA8J#}&!y0ym
zlBn@BgLWiP6A-Zkd5paoyC~<cYT)#Z5j-*B`@a)wclYxbMubNR1%o?)U3Z_G1D<i-
zxy!E+!>Vc)y0(gDXzg;d#V;E}XUlW9gM-IResxkmh<c6n^j7N8LvCcto1PU%{0I3^
zD;%z;a|QcNFPV3!%?9J<u=!O--7KVVKfRj4v4Ur~-l;D2!y%0U!=6_l;9&Kx^6uvP
zKNDVEY>v|2@QD=yv4?5-l~W{tz(LPit)uviomO*kAPX+-gA0VfIp-Yz0JA|ytax+7
zUKh|jJi4XcrwO{eW-h6a$-vqI@y2tvuW{*C&xo)80J76d(9u6}50a8F+&2FJyIvPz
ztltT~-+uwQx3-XU%BnX{y12<c_0?PIv)}lMBhxNa?qq17QM5BUZeR-b#z)jpO^$C+
z(7Zw!JVcNfBzaWrUa^sYt@L6IcRFUP;%jZ?;I_Y6FsNZ+^KSkm+(!ie09xpEEoV=g
zPk6kKv<rfWf4di!2;6_Y&)y!j##s0^J#<QKE#g#6qBBa#61PwGvfthVr2{r>z9(5}
z4>WVxJB{E?Yam^u^lhMUzgpw<tLrUu#CGrDMSFvI!)2s^ffMnKyN=LDsN$y7yc4He
zU#ttMB;ZGxO72{^`@|Oq*1F#dX&(!0Y?o2E*B)I$OMz~%Fj&leTg}~qc5$@hhR!Gr
z4k~XLYg!(({(Mo(Ex*V^;Hl#s7v<ZI*sj*o#hR7bv$~IMjjZH{iWMVrjGlLH+mp|F
z^G^`i_<Gw?lk9qvUv8C&*q<)b$obfSeKV6zy4Ejdw1-PGExeY<Je{Wme-D<;^yi-R
z1&)Q=Rq-~xaWoGttSz_+TX)?bd!M-9OxH-h74SS7E!6i~)M5fl7n3aBdglogXg<5S
zuO)-TI=!}@`b07miP?!5JF?w*^);`jLk!+pc$x=>&H%vzffE+nfs);~V|E5fpe%Ko
z7QNxk4j66Y)#a7Zix~`3DvWec22Ly6z9@L(;bya@>2hh(nJ*I2RorrSr>P%%KjB_G
zp+({Qs9!_WWP?(c(k7V*QoBYn(JMF1#Buz)R}Sx{T*_wCbYjquz~H;FEPsV_j4#rG
zSn3jMJ#SFAv%0(TAdNiWu?1#g{{VFLIVp_o`cuERu63hvqActMvw6!c!~F6(FkRbr
zu-*Q9R~4rCkZH5s%Qb{j%Q~uO8%%poILJJ=f2A&+bZmS=E*c1~g0lud%PItMju>^@
zpS(Vl6=T%&N3zpzBzql3<^;FeX493jyI76NtjCU|j=gKsFT8oE>GHLemB>vtX%W1c
zHirv?k1@IVLXbYcTIKu;;M=`o-uuK}4!nilS!T7_a~}5*gjL+1?f(F9_B_`q;>{NG
zL1C+Fkq9k3*NH$mYpDXMD<Y3!$lwkrC#k{wNWG5#0L3%PgqBoAa87o<GE^Tyn&M`c
z&T#m_+N=Kne5e`xahkcSU0dE?%W-U;TyA(A^Y6`7irV6EOc6YQb=su=04fVa6c2jX
zmqFDbNZFub(wqfQN&Ijz`qT$Xy%zp^N4Jym9vp@0!A~R(^Z}lCebb&hSAF2Ghdv<j
z#E#l{NG&7Cdx?$|9CT6DkI+{djPMk=Sc*pLvm|6U7;U7EzskP3_*8YhW5QNH*sv^r
zVh<A)#&-;m<Ptvjs5v}(P$ukBusSD&ygvRB(XT^Y8NYewB8GW!xw5#+F3vDdN~5o7
z`gWhEMXE)nBArKj88f?k1GfQsu6X0xy>)N&*zZ$Jz5f79zEAa@bZfmB<2YafoGB+i
zhic&Uh&;=9WtQeRY+ufj%~$39=s(6!9N-)eT1ID?>UxA0UuLr<pf@YDK|gLbulW_r
z>YDZJdRkfBY`O`QlHlMpk+)FG?atoy(|EPpQ`9WAjd1w^BP+FIW3_s2UfiDi*PUKm
zX*$HQ#$=z&9DeN>t04Q#tNOS5w97gl1!&e+a>p(QAj2E+yXX0uL;m9Bd9P!OP5%Hv
zhgG_~k`%fxd2!XZBrI0c<NME?0o)4meFpN^&braOKKNPUSsBq-yC?C+ykP+t+{YN_
z*1dtXT|Y?CmsZp_A_YEUw=Fxb3l*|A1xE_3c<Mz0W}c<uZ3jv4-sZX8akV_9*nVjo
zXUiuT-PG5WYT9PK;te2K-Af&cDjBAMu_O0o`IL{sxEoo9xpV!cs59PPGoP~9#0l6p
z1G&xs3(sD-`K!_G?&8v9v=?^r=1-bcMau7DLn^ZzxZv&}am@j19yXU6b>y&Hi)MlZ
z%D<B8BzJ6;0iS@N)eEgNRkBaA-C3AO8_SjCkN5gudsO}+wM$J#Rf0BHOpao6#^ui#
z{{VNTZg{7~HoB#jnQ5kZim=<Eo6P&kILf-C1IlBNPdwwb1st86_coIO728?~R}As7
z`@HaW9R3w@{{T(abfC>OtoCq7%ENFwdS!lW0C+W};Y|$cm+=d!Qr6B*;z=e96Jia`
z^K|WwxvzY+@fGH`W9E2wOSg!x%WrI0Cmijanoqg_<v{z?182^+*OFeXgb8Z!Lkg0i
z2h8lpbF!Qa_9N20OHcSis7v9A{8M3Z4f?{^KsQEX*@iMcc-xQiE4qII_<u7?eW=^p
zE})ww84o&iR`P%$6;E8_u&MQrh#Gf-H0z%S={k&e`ZHQQFv3WdWRcey+`KCEI3)W}
zP5U1|O{Z(V7rF;hv~BJT>e3u;QT%bS>+VH&XT$z1*1R!oe{E@~-AgUbR!CJHHWu8U
zyi=XW+r4pD_PW-ya|}0nnAGj<fC51#?TUJU8=UdSQC&ZR?fxJojm^J?^;?ZMN|~_o
zGcrdg8RZa;d-IX?%>!q%LGb&;+TDs-_=3^x=8`5RKoI8~a=XUTI&+%&?S_fr9b)Rv
z{=jMzS;)||Q<h!a;PSsH$I#}qd_m%W7-_e2Xer_;uA+piG2T;>zjx+4PSK8s`s1C|
zUq!UOftqPGTab6%OwE*#k@p69$o1X)s057NO7#S!XzOulYU7n+7jYePv<&_v)x9gk
z_gZ`~z}E5Hi&rv3yl}Z6GP3k!JxD$I&0N%U>Au4*uWc(EQWImbV)$m^93Go`sRNPq
zrFe9>bQtemDDE5W8yY2@*8zWtRQ7&;lnm4H2aENcPVOk;X|1fSu&l|sP8j5pSD;>s
z2c~(hdV4)0^68&XypGi56<G^y0Y@arM=Vb~3{}`=)8nzf)Y%NMx};XoOY;SglawT5
zg-o!<J9jnDT4@)T%p<kf@?ptM;4s)SatY5k;}ih<i|MW-mOVo5;^3+M&@Z_%4hcCY
zk4#r-;a}|gc;iVYEca;aV=;|@1`08emwvs)aqXepe`>yy9E&88u35%*0uylr<FWa3
z>rJ$@ySu!LPDc<jZrWsgU>>+XPfoM}^aqKf_(*&;X&t4d%sPZe{e1ElQr|~>l|3=q
zxT~9phKUqE*o=bI6oUHE%#XJ}Hr>N3w>;#L&ls&MT?0gzhYb-gwNhr0w+8<JXB>WD
zis&?JS#)dR;roP?+D|F+n{L)eenYb_@VDhbCC>`lX?B`;o)~VPYt9v}K4LS*HYou!
z)wr%>Rn>p9WxbD2npwP|y^Nu}jlhknoRZ@|d+A=6sQ7yOO%H`{oqWGKFkfbP&H>M_
zBE0$!0P8lIyX&^o$9U0`BoVH5Z9l@u$9LgC7~UWFgQX2lS-e>q>Tq15!LURlNYDqy
z7oEV81822%lW95~u8zJS(A}hh`CD{lgT$<d{aYyLcp*vZIBN5s62mUBszs$Hnwmnq
zcvYEHIheNTA0XfZ)2~YO4~Ok-cWG_mD6u{CF-RWO3bAM0a(6~qc+XSM05=o^JWpG*
zwzt(IxYPX05jy#domwr!<{&3T=cim!Sa`Elju>>?i^)>UckhDrb>j+1!(;K!HM4i&
zjdl+b+}K{umTuEAW@ZhIj6fZ;>5hh~TliC1lJ4tL(O@rcVJ=SQ*uW0C83ZqE`Wgy5
zIJNytPSGvnva>QIihPG~vBtR0<l4ng939=wa(3P{mcvh&#?EyMr(*1<2&hIjf(}5(
zI34=dh4z!F>#*D2%C{0)AUjgxbWF(n?TEfIi;Q#4aI<Ll=z?c~qPH&UuHyp=dCLKV
z^&f=*CWWPcZR(I|VqYn)2~};ohCt6FBaSQHbgzY0wl4+5EcX+J!De+;7|(2RyQd`A
zlz3INtp{04y>fFAOzbgbw&i~IR3BV^b=Y0}OSp$xm-{;B$*{JJgjHR_X50zMBRuj4
z=Rlpr_?@I^+H5fuEN?UAt7P<ESTH?DJP}@5qh9JZSLpg#{{Tpn_iDf1$saG`K&iYz
zuU~kNQhiGJ{LD6@j*5e#k6*28cwa=(wYeS(yP05?INnFVU4a+AdXvve2hiPb6CH0+
zjb#4Ow7M(;!C)1>b>oFQSf5a9*L*wh@?9NQ#a<w=y=!S(B;Bu;;kM)ws89R^8upKa
zx*vlqd^x7PX$02~Y^>8D!xucW6W7;_@rw5A;ccmC?`0?YMWx#9`AB2CsAWE*ueVB9
zGjiy81-^sf`7Dx4SYt%tzFamG@-i@a&U)7x-wd=Je(rlo?j?ne<}t*?Z&G&*FgyW_
z;=Gr|eks*{9cveM3VzmQVi)E+0-i^=J#p(^VRP{##?fBEsKa;mRa3qtgf7kxBO@gH
zjQ&&&CU5*l@OS(mw^O6}w=iB1E#+AX1YyetPzZ0K!S7r}%)T7eUf7A|u-h7}k@-kt
z55PMLvfvzKmLJN!6U5&WbuWqn-@|a}P+7FjFycmXFfzv^0nigz7Zy5wlqW!#!E7zq
zNG^yI35o5T6%CFtOr_?3|JLxEiSM;ZF@JL<$o~MQgrDYVkVjGul`iPLC?K^Mike=c
z6U9hwC=nx8F1dazETx?8`@bjqPy8$S)~vEi<$mhC>gIWG{6QU*@_(b+pE-y7WA6U|
zFn>A*jja|KG|M>Qn?7gWmptW<Cbf;+BmSBH0CuR)d1O4kfBl-~^?h$nU9d*PNWF3i
z#REF4jYb%J$WHD){{Z|8{i^3LWzuc#My_Od$wrTl;;eDvJ1-;xjg}i&W3^%5vPO_Y
z6vk@+`_?>+sXusU*V2Ho>Uwq5*ETUuN0%h2oK}=`%N0?yxU{{3IiddN$^Pyt>WF{V
z&?55O(zAchDy|1LD4<2fmZ7+x6%nVi{_21pjr*@Eyi>(GAkuF)z(3LD>Hf=i73@nV
z{PL{*YQil_&Pb(97hHln8U~L9qNSP{E#-J67<4!yqM)#%ucfW4MZDf3zxPVN^9xQE
z5uTTjer`YZS^&<XwMLbh1b=I`=f9c9=ZaL(Z>25d2<F?@WQgC$&<5n1RCjtLcd<_g
z+hT~w(M0N5qR!u$N8M!|y5hLtNa;_S8ExfgW>Sua3=dFhYdbru`GvKdW?37MqZ#At
zKow}MNpwwKAN7`V526$Ng+cwBsQ&=Ztl#&;e}w>32M0B&X)9cTX8jLJT{BF$zto|!
zTX|p1ag{_R_5;oZd;Ok~{{RT$L3?ea%^n-~2x3`e+!ybW(S5hKS_Ik4L*Q=}PiY;~
zY4UA!+@bcIANN@1y!*r&UZbGuCQHaR3xIH}Ffoh~UrOBg!(O!T%=(6>BuOsfsAO=h
z{>rm-E%X)g-m|Z2I{oRoykg9HFHk=ZS_Fnh>`_+X3&Rl`)Bucj{pAhMJ9?i=>-A5F
zI>fh8Cx-4Pvb0E*7626OE1cs4o+=**cqd))UEGn`0rqsrmf^WUyU_mt8TPMjhQq?1
z13_#pqi2Z-n&MR+Vb7~}9>RcZ@*Q*HW}$qB-otXCKs?DphX=XB<X4!;?<=&D9n9ph
zKBV=nJ#u?HtzPQqPeC2Lk`_fA01y8FUb1K!3YFn__U{-DG7oH2Rd|B-vC0qcA$^;B
z^T__9fs|;i9Y|aKq?>dwsZe$|P<<;pfF*f1MI3+J&+AcB);45k9TOS+c&1PQMmROq
z=(ZZBucY2-wpPAkhWkRvwEgIZ%z?UOt7jc}u2q<`7H&y7HPHBf#JaDCrw?NxF%ntf
z&&dA(DIYdH1prUs9}C=guT>TiOqS6g-z?G`DlT#Olb!`T#X44tqFu*lqu;gc(X;vP
z1{Fv+P^5S3pL*>4N$|q<&%>7fHqm4f>GQ&q$r-}Q5nu@_2L(qbj)J_FFtSRbM%t{v
zGkOAfGzgOAty$FCBO>fj!Ol+Xa&zfPZF4=G%W-VmBu<TharxE#V@aDwy8AqbdNACM
zIx?T@>MK^mPB$JOl1qG>xu+_t{pjOSyB~|tGeXi>^)~aYq}w(Dk~d85Z}xHh>X%Zx
zytuvo+0?duw&fZ%PnCA2-KxwN7&#TlSze10%@PkhoFv&lC#eIydZm<K*;;k%bCs6n
z;nqXB6fq%l@-uzf1bNJoHkp4ZVIA1=_CC%R=IgtTzO^-g)b)uBF_H;gh~;`H{teYo
zz-|n;@kr7va(?q_kjk0)TOeb#b{ciX?aG^rE#Yl=LaDjm``;qa2BUaqQ;5bcC-Y(-
z!GZq(e6?%M{hGgGvD991yZ0k*KX=F7=e9oY(z&QLtw&L?b7ge1T&oEg0u^Y}`=k5c
zg;dev)qHJy);5aKPmCv&GrQRP`-%j0_qs*4n{y;ENhyNjCi29j6Th)$JC4)sn#I#D
z($e<&-&Ki6lv@*j00;ZKg>)z3cZfAxdx>tf0cg5!%OBb#-Sh3sMyxTG?#H(k;umRm
zZ0%`q&H}M)Hb5tlxC86!KqIP)#y9pd+{dH3Sw}NB?-4Rxe}{H+&%Qqjk#t>lTibaB
z!bv5|DtycpIbWC9j(sZ!PPx-pPP($5+B0`KUn=H8*o=P=z|SYvyO!|X)|qK*dv`DP
zdqS+r``PyZqjJTa!*K_t12`RW#%(`PlHOdMryI9#+&~#Sx)YwYYeCiTEF^1a!%J^3
z--vQDc-@MzsGUDiYg-QvCDh?#W!Z8NuqC%;c4OZ;?Ow<5!t=x0<+R=(@vXSsrU4XF
zDcQ0z#Fc%dZrVn2b3itDPO_7W=aOXEzmfj{*Y~WT3lIlW#eS6N{{Ra99$iF=bo9K9
z{%_v9NT<`O#w+Fzk6#Y-?*MqB!&lH^FlkzV+#*bY6p;`eK|P4%el!xKo3Xp$PlY;u
zouFIlo+G?4J<6P_u;E*>{cF)IehjyXH_4}6tXAod-cB2w^uPm}>pls1*Fo{q-rIeV
z0n?&@M3XAJbRmup9c$?)gZ^4bn>u`}^7P<-l!$U?%z7v6%V(zQGU`+7uI5z=>XCfB
zVD&BSTYfJ1SFT%WKk-ck)JlEm*}RkW0Px4#iux^7{{XCw=$iIF_GuH$&&^NxRemV&
zy^a2{;~gG#)7nr;SmTw4_nQH-2kBg-{werwU`TAdKG4h=6{cgkUNt0=V=h2qdyd>!
z>EyH9+{X6u?UpC`U0Vf8o}(4=XU0#09vrps<@bm@Efc{tz9ldZnMmF91s=Tr06KRq
zO8cHYZ>i`P8a2({gA5OJWWvP~sz^!xCsrBxzbeA9x75tm^W53X6tiyfksXT3kNpSJ
zn(?g31esD%(C|kD8u|-F(lv|U2w8ZF<zi)-nP8oNiKA_=8~*@xx*j_5Ot+z*u2|c&
zFim-Ejc_7ukr@eL{>k0KmaUHpy@lU`FB<OC%V_2dE*;cJn^|&%H&g%~ed^8jpQ^zN
z>q60WDBzGQI{bl;qVDUr^3H3A@t(h{=vSZE&1v>+!_O%q;5V2ut^hbb+2Vm5--s;c
zxYkSQ$oB*@U~OQ7(+u5DdfATZ{tX)9Wwuyutjc*CK5T~hTX9qKIO~&KJiaB@CRSN)
z*oGK9C_k7SS4-h<8ro=}!>MVJU96lu!#-|3!8=>=prenuYwL@Kxpj7x$X0Nq68Hp<
z_q}mjT5pDL^~<>}Z3GE$Gqx6gEu`y$fwB&Iew<c~){8EueLkb6hfOzknm4}Y9rodV
z=>X%NpQSePR@5vZh6r9{bP8??v}g!%kOBMs2Y$2x%Rv)aY62Vo05;gh+hhP?)Q?bo
z{cEkX)wJygQ~OPn#ixY<-Vkhg0m%%f)1H-!CYP*DH`{dqB+V-n4qJP<185^BI9@q8
z;;YGRWbH4N3!k#(T||l)fuEn1Ju&l82XP8`i^n>W>6WrZWo>aQOAwv*qY^i4;C$z)
zRU<gau1{F-uC?LqSn2lw23bT)JY@N0k4!geyWv|Ki_KCiYdIsem(59S<hi)=Q_Mra
zLxLH};2c-5=$-`eH;rJPU2}D%+D`Gz%vnU1>JYJ2&N(OV`-%mz;I?{pt*Au{*d&HH
zn4oRI1!Kv_LI)zdeIrJlB!4pg0#J#In78eabyaQ-2;)7+-LG@fz8HKtwZERy=0=L*
z(6I;4ZNzjr=rW^%27RlL@kfSy8KP@Y$Km~3>}znPT_oKhX?G2zXQ&(uVu4)pE8RBw
zIj&Ei_OT-nqvk&=e8ev96#MqCzO)Inj|k{GWrd92=+_Gr=0<F>-im(r@nex+8ei$x
znm^iF-5N`S{{Sx&e6XsY?)&{K(0p~SPo#Vx@WzQ@51DevJj;v{@vKhUasA$y`cf0r
z?mjeYDB5FdmUnyLHj0sL@481p`q#%E9D>T{TeO2wNo2KW{p!MS?6@R=dFx))q|2%J
zzu}~Q8M$DWqW(CcX#rL+7BaK+84Ap6Qp>_g;n=P8%^_owd7J$v?eV@;$IPkS6FhO(
z)|l3s8JC(xrPMC^9gH@xMEj&^cTMIg8$xaVC+9ri3{z(C_0`UxFFZvszO}Pmu-jzd
z{{X$a)OvKOwGR?bCz2U&BD9j(nmdRHK4DO!2Olb^1EK!_zP@VbKelc)`>{3Hdpj;=
zLlEVePSsgAc5}vP1F6@wO$_OVDD=4Ew~Yd*fNf<1+>yq4Jm$H}C)2Dg?S+-a#I|xT
z%`2{27TvpW+td@reJWe;6G0}QbEMiKf?H_J>cj>MBK)eVSbW=w001k>CA-!|+-o%3
zrW=$3%5js*o_HA@58*)4K8UyRhPP=YzKacnT9gEN%_uA8_rZ|1I0N$hYmM=~p{r{a
zmwKd=MQ>>{BvPz9wt0#Iswq77%V*xWdk+$o)a<UJRkV^QUMraqiitxOJcGv>10L1B
zb&D&F7TO(mWU}tdgZs9?`9otrF~_JB1&=p-Ke00=qZ_1!14g4CHcmM_;B~K1@K1*I
zI}Kk>*X*?jZ7qwZn=V-FQbysoA3FPIo|T_#XJz8q%(oV@TcTw7$+_6XIufg&oAeZq
zW2sx|mkXw&NoQ}leA1;+M|N&H&^CIjc&|m%ZdTIEQMSLg)1L0)7McOMCcG{r0B0`U
zc9X*A*i_yV*7T>dMzRU0H1cg}FI*{&$^J0J?Hzfq1e(SX9hRAG9BDCMHsW<V+o<XN
z-J`X7RiA+^ZFI-i^toZ05{OgIC7i1a?>H;7zZ4SD?@Jxk&9mEmyG*xq`EC`6`P3eO
z0kn`f%{KC10a$4-_W7-4xNu@sM9T(ov~yoG-}q}<)b0e@Vu-Bc+4Ete``<Hl`P-iP
zuSC$k7-`b!^6NVOqjMt-%L>FyQDui456s+g#UWVp-CA+tcrJ9?FyQHOv5V$Wk}^KH
ztRD|)SAHkB7O=ol4T2dY?5)=d#9$7G9c$2ZD=jO)`d!uS+;Y!(bkV1j@u_gDAqQ^Z
zfw=H<R&{$6nsk(CHyT{;w`;@<ammx~1U*<EylIqs4vp|r!<t=&oeS!1d3SjxWC^zf
z1GtdqoUa3?Q%mC?hdvt8?=;<iPPw>^blJBU-GigI@h?sZz#jQE!f93-hOgz=LwojU
zZB(?aCSFa)`+$`L>MEYCcj65~du=mGm8P}(N-e{|GLTz14Yjb!2k~+0X%nw=lJVA`
z;$I(YiF*aTv=GDln4?m$h~v&fInO!uu7cabN5VRN<<_rv9FgiaZ*1kZj4N{6HuXI)
zYZF}7ZggK7+<1EJR4t(L%Szn4xZI~J*M=K?fUhytb=^XJSj~4Rzw%v>B!HC03WeL8
zbk8)(IeA23kCmOdIL};mtz8FG{>#+hxR9SDHXIM`w*=y}8pa!&6iqivxR!YieBvCa
z80ay<`qx{icu&LHH;1FYp6y#w5~~<y`7*p^c6B@szVr;m@fNeG*y;j1D~~P%iDNOb
z#ERV*<BptG6~3ipm(6i1NFlfzW{nRd5r)HLeeU(q>d@F~7Vzpfut}vt{6qv!Q*ZZF
zp1##XMf*0KzuQtl5sXW+2bi!Mhx-6I{7nE-Uk_?mmp8H6L;}Qj;!G<QIV+5g2_E9D
zJ6I-%A!oi5=V;v``9S0Dft;{CbLcCjd-*j#wq8mVp&KQZ;$p$JZuxw@+jnH~jC8CU
z%g+z$v;C&(Td3oW6;uUXp}LR<E8C}f0NVI<@di%^%xyfR5Zt)mE;${6KT7qxkBRS~
zU3uEVPn)JDEbU}yM@C$3@5duG;L@jt1++v>a|^1UER;i*1bpNv$<8r?YVDqu14A|L
zp&a%B&LVZi)1v+5L~wTJrwxwu38ZQG*TvcwiM7<fFv%<_9s+&UEPoX^70cW#I^M5t
zmMiBxs8q(eK)6zJ3I6XV@UEig!E1G{N{i+#vjaFtA!R^>e5$P5mpupPT|^i97lslE
zE%Z<tRb-3hX(y47-Uo2~C<DihmDTOs(93dNZGqh^yNa$m5_67ebsZM+#t3g`cv>5R
zcC>6Uk<@J%Kaj6izLI|mX_r1AiqmuI7=y{VMQGJYEJ$7pdS?~4;GYfK_^(Z$#r`O~
zj9CkWwGpP(DDCqoRq9CnC<~r%;U59FiDE4^%G>$jMY{%4Hx?><!PEhcolZq-YySWU
zyg}h>$RgAww_tG2#NjwSGu#^b!$tU6q?=ixvbB=dMvwg%CJy$_1dcz2Nj(QVit*2h
zej@Q!oo3z>)l65#W|lTPl<r7I8AJ7Ly)oF*74<Xx8L0RJ!MY6k=@Cn*&oe@j7T>W)
zIYs`ss+YeKd|z}gE(iJzj8^hX6HGSAA^WShKBW3r9pE1dYaiMc{wKK7rvAxxbc#)(
z*LnFs!Q|tfab3rZyd8h6YBu_hh;AC%!4O8N5Z>f2NZ6obCp_^?G`U;A{w>pV+iP37
zu5Rw{<Y^Y_TZun)2p>Bb`j1SS>-9(^@ipWUzNc#XU&{VW7dtY&^5J{>SCXV&81VEj
zF1w@|x~;gHMhsWESjNzKJxHv}T}MRKt}W~|%V@OtVU<c53pB(A+(>Uz>6!w^)3Ipq
z_+vr)LWn@Plgsk*50ZoLH%wuH;Et!Qcs0b=dIq6!tJ{`KS!Uuw*=X1{R}9DQk@tox
z+x&esu9x8$ukNl{6Uz*{S$9d1@~$i9%fAs{c%S<>!`dagTR3%n(l8~Ne(MvCgRW@;
zI{5r);$2Qr5?qH9uu&r+k~ug1@0Gsi(yLhNw*LTYyR_4wj9sBGI!g`++l6Kgk^t$*
zt^xI}OHI1EwA9c@41|26E4fYyQ{O(huT}Vb<HQhLHlJx>HmP&|j7{Mx0Q^7$zp#ft
zB%7BRz~koN^rkj&x{rfe`WS94THe<FZN%BDGci^EAb-GDulzId#<SsBEp)9~!#Xr$
zX)+u%B=va9a!?*f_pOM$5v#<%@ie!B8AOISWv~EaB&acxTRl71533Il*=sGNz1vGV
zM#UJ%=0h@u+nj$1UX4JneGjheJXv9`J52-mmJ&u95f9HKnCr*)J^1FipC5cGu<=HT
zKB=W!eV<fV%XuZ*6}a!U_H=JU_!{z$h5F}-{5Po^EpJHQXK>#w(iKu%bN71f_WWzw
zuKp>*YM*A7-M;f~-S@(G!02)OsS#$Lhr#h_9w6{d@VQALhUND~EE5m_jfmmd!mbY;
z$2GNKqL1wBoljMUEz@<{Q*qn!t`&Cy&)z-j(7rcW_<LPM@t%s%8+(Ki&no4l5~=wx
z2X<aL;=Xmi)K%Rg)5Ak=99~#l<ekIjE!dNseiY3XrK`P8>r=iETwL#8F;N?6+qdrI
zj=edq#`D9T7QT?fqco5ho6D7%)@+qyxs^c&k&Zd9Gb@*0ATc9oJ^pWOewFJM78Y6t
zmYUr5rU@fJ8Dw43I}!cU_eN+NEoojT@Q;NoZ{mA4)U`*Hc~Y=ek7f=-7Uglkz~-v>
zW;nIC)%EFKJ55GMSghB9vC1%J8OK47#<`@{tQ9=#_!eN_y-3F0zH5E|0K4~3PPN_W
z$3&aMgG{!!GGA)QTP8imH7o>}^k*Xq-IN*xaS%<a+UauG=~l8lusMmGDP}5nF=bK6
z{YEL48t;lPTF*n%rCTwlJd#GI35P#<pLR<(wmSB&MDYcdr)VS6tpY8@#DD71wwTv%
z5<85RWBfSaSB>3in%12(lbEJmtl60|M+cL<ezXkq(WL7ZaNfb<3*@?M#E}t^{L+VL
zX#hXN{3B@N+PN)1!_dZMy}P#(SwdA<&g}~v_e>Ax#bsLF+#$2GvS{r80EwG(6S%1j
zBWHo~^R~7%QK(uQohaQowMYzr$k{BMV2u9&dHs6-01W_JveNYP6gs2^=I+u-zRY1{
z21akZu?AwGbIHbYSURnpgx3@5NgTG8(>p358<<PD<ydydrFU`Zq8~77U_OLE5Zlc&
zBZ)*{dCEY_oPv9fNX1}5Xe`wiLydJ%cDg*Tl#SGrk0@jFKC}Tp!`&mp+KOLI;uW|y
z=&KoPSByIEI2l*$PZ<POuZ=u9qBw_#wPe22ZOQ@XksZpraHd7c&-X(q$4ZAy{{Vz{
zOVZ_iWv!*vt{s3-R3);%LaLlJfcH2FUZdgv0Eb#ewI!aRt$DXLQ4O!X&hW~3-5A@~
z`A{pKRpH$iR`HxxT6K%XEYVEzJG_D~v#McKyC}&&#H3`NYj<1lZk^#+t@Qad=-|~S
zmF^~B3lSQx-Dv^&_b~ZJ-sGCq@zu7m;k(J^u#85IJk*vj(cw_=gMy^=JAJFiC)PFH
zVrSIkxVWC^{H#}<#E^1Afsw(;#~e@vyNPV?q_%6FIGH5}W5&-Ma^s?n{j=R`bHe@{
z@Xn*+D+?W2rnidjV+$h#w<Hn@5%V(V1MwAGMbowK6qJS;1+ce`U7k(H?l;Tjt8l+W
zz(1vJYrZ9YGG&dVj_vKGjbN5E5i=|wdD%|wyWb=8pbty_%+`Jq>yl}@6s7JNko}o4
zGD=Q<Q;d-R0LrfTo8mWtd|zz_lj92ujV^PzZvlyo&&qPjM&%@Y)#I0XpNh3>yPp(B
z%cdVOSfN80<L+%>34gB@tF7t!#qEq&4{+CVPTL+<Di;U$jM4u9@m;cL6^?(!ejf0(
zz060$m&z9eI!u02z~dp0WA9tDL8)WOhBkQ$4XqdYw2eOY#v4PAdgZU|Zc@j7t#<Pe
zyJJK^y!*D?k@!}%o~@{aveTuwYpXqyd0-vPs($uZae@3?&@w$sR@N`=EbO5-52i2@
z6@wUA1~)qVrTD<>j)J<4PV>ZL!*bj$qU`{QB%K?~5$)pyqT$KsgY8*5jf|Q!7XBsE
zV^6ds{!_;;<G6(l@~(074%NK}#J>-;(!q4|+(k4XOC;(-F(1IOA#5q>l6z1G9pUc>
zTk4i(-&7M>Tw$Kub1I~zyAX4;pbhv_yfxz8V@B5OWbos$HvyDc#NR40Vlj>ZCmXY#
zb6fIhXT|nk@RC?%2wA+VIHhNiU3q0v7vxe00kTNus#y4%_rjiE_FkI0f{Sso<6#Cl
zIo+03!()$3bf6B)U--Qonp#S>Q7)l(x*Mqwv~xztHvQAP@vbw%dcXG7gqk*^a`Q$Q
zG-+`A*fw+WAD1~EzLn+DEy+hqh*>9+M{^^B3Br=g$ox;&nwHw}tThX3i?#bgKox{(
zCee+&e9N46%>iTSF>7~iC)hPeMeT`J-n^M&QaZ=pL>wMD70KV|+C7}fthDSPb~_t}
z8;9{^ebNVTJN(t%{5!ax#JU8MNR2FP?28+zWkn70;HfRR4l*&oqhIhN=@$}31ku3@
z{`GejE4X~z?jNY;ktfgEM9pd9E7!7>B)7vfvrCWlTa=c<{JA`Eax2nxeSTjM+ed3*
zY}ejS(FNT3h8PvUi4lk_efn1^{fT7WC%#=t;k5nQx+0y;D>=qu80(N*r})>WN2AzT
zh&1?8Ld>C=r;u+s9RQ78{{S*6jhtfmX7RL`?6jNqOXuA0E?f77k1_u29j83xl4}q9
zFT~ymzlQ$+SW>8<x0XqkOl|58Fg<#T^;DMs07ZocpKPaR@iJ{~{j$<Xe?eT6e{Rne
z!PY!TkH6-U+TD@kAMBQVsXpA|fH@r#K-K(lYk#RN*tEB{ZL$No!QGZn7bB5_&2n1S
zfj*4eWl~u<b#532`>e_aS3R<8*E}_<*y%nBp5IHkHkzHlk^HnLa%GCEl0XbLV{Q#{
zT35rZa{Xk~?k*$T!JTm_-p+foVB<OK$)I;Qn@{aq_@L6@4j}=X<p&#bcQN$?pXFYS
zXX6-j`!QvsLi(G)5;&&2z=i-u&~^cq>D94;Si?!xS3`$O(XH<vShu;5PYt?A?8%I)
zuFy`=j2w6C)~v(g`;3hb#C8h{$0yH-%x#=wWRa2n9Cn~)74EsKTt{&roJk@LmpMf$
z4)Q}O<YSPlj>DyK@e>=Q#xUxv4j3J$9N^;}d-Gngs(5Qo(tIjzmi^G`5^nMeuF$G*
zr=OdzzG-xC4#97r3ynp*=-KlkTAVqLKQLzR$E5*tguB(Wx74n68w(Gzd8!0Zt7bTv
zlMX;2k~8-~KjBv2#vUoT3*}rg#crS~A_9n@W1$E2uH`Iz8K>M$;s_x!*_eTX-d&Fw
z&KDm)JGjq1&24J>!wBQO)2z+RGr*7K1XXXCZu!SjMlr{=0zB@+z`DM#rcJ6N;$Xm-
z<OC8}@=5EQbJDr}Urf2uZX?sR2v#YeLRpmV4j7hP?f2s~>)Nk~Qp>~EbK1ZxF7FF@
z%P!_<_8r{^JdApE_O1p^YTs3{ynFE!*NCLXK4f1koU*2QB~A~or%DEnU9N5(KPKGF
zeBrg(n+oW-+BWn7aq52xl*x51y}p@te5eCvA`}HI$L}%5NawD4R8n5=hS{Z+rIz1n
zqJR}q6z2r>B%jK?Z{fFw@BDA9UD(~t1%!5X;_aj{?+OAIPDXGT3~}o~Gak#sQQhg9
zUY2BFE*@*Cw_pHcD;kV1BP)~FC#^d7L9?=ZoBP<}RE^J(94)xbpT8iR<=M34;lMxL
z>0QT-JUOK3{tr!eO|WZQ`<WD*ww<??&&{zJ$j1kcI`kN?3ca<O@#LFN6Hjdl?vh5y
zP{DG?JwFb#2^Sw$k*;0z)L8B=PYyBWZqF(<<Q?CwQG4B2nIuqrvSD{*Q`h)d;}wjo
z$idK+WjO?JK^?_vUf(vNma$0$QA&WRm<^^}oNjV>IQ5{T+4MgKL*h*WeSb!~xVqP@
zkeiD#i?_@EDI#Y4!5j+oKLy=b+Njg+VKB`e6<T&aV`m$gw{$r*<;iE^Zww1$@aC@~
zc!b8m<lIDKdhYwmq+^U@8Roc4yZvWTzZaJm&pp(iyF$(&l~`eh^MI$g13c%73AN9$
z80yv!J>ID_G3l^m`I3G8qratm{e7r-zr~W>Us&q#MWe|xMG8v$9!S*x01AP>^;7h$
zpAu`{G}QE4Zw+cPTlsMl=gAa{x%T|PNHRKdcpTRyrfcw7>Cwb@Z?bnWk`$63mD&mU
zaNM_ALP*uO(XISJs;#x9<d>HdI4=0|_C^QIg*%AkeQ-ZG^!YD56RJwabEi)vWuTY+
zVQA0YC08YLjPs7QA@NZbG7UO4vea)SYl*HH><C?OL}Qcl4D;yTwaMG)n%1og-$4`H
z<EbQ;U^vLnEC)_0lzT3}sM>0NAByu|xQ(Q^i6<sERPz`gx})Z8++_3IS2?BpN4C+e
zZlH}OxEBxz;~Ta*VY7)O9I(LbGtXM$?R0zRBG|yOhyj*Gmzh3chWUD^<BX2k%_Pb8
z7L00|d`)R4e3=(3mF&UOmKf=ty=V&>tE@%hd+2PZwfi-yv2h$5pDok_oyVqY(OU0K
z(`{DDZ6rmf<g?2tNYUGj;c|FAGI~|mC(<=&;$=u7x<pe0az0ORI*z?FUVG!F@g;@K
zcG`pau*^SkARj4GFw3;}=e+_mb=^K)K^kidTOElhY}mU>$c@ohFYvFf&;Gv$gN*jC
zUDbSZCYNU>m!&j&-(U|K1u+0Q0Dw0WTuzmy!+g?eTBPx<wphqrh;mr<P&%B@G*cQK
z*Y;ZKV`~W?$`O#k^VAX8jCVD%o)p9|PrT2#11g~k7k8r&bF>~tDs4V(4%bxz*5U2d
z31)O9k=0ivNIj3edL69Zb)cHc-Yx$C!58qPdHepSCyaIPK$|)bhyFg7!5VePhV^L~
zBS}Bewj)U*?mLJZ10GKUJZ85w?~iaq&!ySvmk@c(HpwEG%Aw<WA<Gheqc!K}&Hd-z
z{p70KoA_9Nckwu_eMH)7*YVBbNhJFXq%82o9sp;?IO=}C%7IxN-j(A!J!4azPY{2k
z3;Zl_$UMdQP6qBc&0o~~8R1VVTck7C`HjpeGKkye$iQT7orZB-xzY5E5nETZym@A6
zo5@H*vWUxY9oS)555%68&udz(-Q@oO*;Z4_Hul=;PVBO`$`qOh=yVS)wY)NE-Waus
z?qyxETty;0!GDi9=LBR|Z?9>P-PqXpW?0SD#BjqiM{TfqTZ#FkWB7yAjN-8L--li+
z@YFDCmY4SMT}lf1XDk40U@;>c_v4D>+r$%iUiR|Z$d9(l>@F@4DEuS#&pglv|JV89
zuVMcHo|OmolppfM`IW~d&pgt@sM?-}f^2oIc~HrJ{{3M`s0@FkaZY_varT4KfG%I^
zb6eQSagB%gzO}%tv)e`IIm=yq%zZz)e-2Ggs%n=PYGKFjP9#3#x9i8{SToG`5*cJX
zng(lXI*E|%PsXvCnV7Q@N$z^nXrN(F5;~(GI9A3-t~ynS?L@am-DN<apWYLN!0%dm
zj*0dteDt_U7t^7j3mRs$ZJ_cTaT=T-PHSF26H9S!&9s9E$*u~D1!LB%b;#U&vV&T&
z>Oj|xwe7=qtthp*BV#izW%cbqSoTP-p_-?Sp_(t^uP=|pF`o6%+3Qm^xNKnm0CIs?
z=xm^x&L1XeJkOiut8&Tvs`F?(O*C4sns@mVV;om}FCqT`Jtzwvb>iDad4IGc;kZdx
z(DrY~rEyj5nvH}v)>5xeF)PNdZRNF{?dBMG&J6=Z6j4P33Mit03Vd=&6ReRjS5uHj
z1XC%_P_ZZqsptvLKOQIpaz7JmQK?_FyM0Y{z8P;B_@_~h!%CV*NRA!x@`d$d>s5RU
z;4MeR*IscRMx6=$?94bms-CU<tLtkUJr~0Ic(T)@OL(JQ#E$;#O$4?kjip=oX2c7r
z{QHo<yq&_SKA?M7k$BtUq*l_toni|&@i6|CgYg66mA&(wKf}3Y8CfT8huJ^b{&nM)
zvo!aT-7w^g(h^<6R@ZeMXvOyFHwZxr2TY!)>T9d;w}<U+H0d=9=u11k*n=q}XaJT2
z__BEXE1c4_8_jNM8r$W9GxN;<0CZ=!x%U25*k9^x;nV$=Sj}%7WJ2xtxc(j~lzj)F
zd_?g70Ehe|bzt^U+iY+3(tmdY{aTOWC+chEPZW5T^Tapu%JMOQzEMx}HJ@>+&vR`e
zKH|+LcW0syeoDwV?LZ`2f;%?1xO<6NB}HE)0^~U-oSg6grrlm$Ub;Qptt%o3)UnA5
zy#-dHfrWRz9@YFQrOQ3WqiZ$h^p6PPPtFM}!<==&=C~?c5!bx{X=?LDbA2t{yna*@
zGZ>fAbN)4%QzT`gk-xix{XeZkKpR?Bob&FHKh>Yzxb`)SK~hxkM+UCi-K-Hw8*gDJ
z1p&gJt!?Q(5!d`jDQzCbj6{*Rum~~N=3_t{wRK(`@b<Z{$@V=S!S2hj^9qo;QOI4*
zfHTzd>G<7~!MetUuGv|5g4n?vjvsNuqoRDxf({P@74;{<`7~RpuY6+GscR+l>k{t6
z><WW!z()rkc!~*Z;@WQ<cvKsWb3pU-xFYi4jt5r}#sF19yyuR%>t8bJGQmCc_ZG1I
zo(W`Ujz8|HCjfmqSLq$q&6JW~$8zoc@7^!UR~XI+#w*~j9BHsGh=1Z!7UjFi2_MW^
z!w^UV*Mmq=W|TfNhfUG#w9DNN%TSQVyj)ym-)pH+kaz@RAdY%hoh<XmC!Y%xD#U`k
zV4qBM$fmSr7ig|gk;XVY5%mOmRg0u^bt5P5Ro#(D?~HMeY>H);G)p<J^*C+ew>KF%
zbYJcdymESR-`2f`;`dIp&~Hh$Qt!Ig&75+q{{VE1ZVR+`HRpN{iJ{O^M1s@zvISW_
zW0u-^!NynV(!0+R%5@7U_3JxT5IU**6Yb@ce9X(=Z%j~2F|^AY%jm9jeFJ5r4J1Ek
zF5A{mEq8A9>&`2qu+eR7T1mduCB@n@{I=0xc|XK={J1#J9qT^Q!uLnh;k%vzrd{e|
zJ3{=62nDz8_Z>OuSNsd9#8|@D5i@TSyO!FUal*Rw{3rvi@WqdTtiI7{rWSecNyA71
zk|xi}tgF)=g1Mg(YYX7*PzYj;Z&?Uil?*(#9mlH>dY+ZY-)a{cX1*iQuOpK#&RC2-
z=6%I>{{SlFb<IZR>sI?s&Sjbu+S|JkoPG<DKv?MY1ckgio6TD0>VG$Vy|Dy{_czTe
z9!`G&Rs1_G?0{T-qs);$;y%`OkNBH&4xD2Z%o}vM(~hNcc)oAi1V$o3eVcM*3z3n~
zabBIEU1<LR*(UDHe*VjJN9E+H`=^o5ekd7@so&ab@Z88Hj@r^Kh4!yMCmUD&;&Kf`
zcjFt)WGolKWVV3>QL{GHi~+S<ZVw~#HOXJ<GP}=e1|w$VI01nje(xQAwUUf-sCiw$
zl_voI0H0a{#IoiI$%=0=l>Y#%T#kF-_55o7m3;-J($8_`Hs-{bAcjNNAdY+2xqLJ5
zSAzAeQS{AXcw~}6n9DN-R$<CyjGPa;Nb6mn#J>UCXtpb+=^h@pxR%**=f@aX3Kik^
z4kRPc&@OI=n%a2(0LC64x=Fkvcm9NtmsMf8c;Ki}$A6SprTEL@-i_n$0<VQ{tYv*x
zY4$YC7ZJ2aEb)%LKKHRT^J7gOizGJavLZBr<`RLw<>PN3o&`gu>ah(@dyAd_0O<vY
zZln|Uef!WBJ;&f)tEc!g#yjpV2)4h4ppr&kkT+P!Z})}|*1qQc-}5ZeIVIlPw(ee>
z^vAX<^Dj=mv(SW>*Qq3qSN$G8muj})-0th#<KDZk75sA6wOteY0>a5O_|_zZ&m4!$
zVn2)#+^-xSGf0;kv+T`7#?e_x`@4m7Pwud9!;0Z`Pl`(<pJuk)?*9OHZG17|j~D8`
z8@k;I`%S!u_m=KSSI<-Iee2Qn-xS3Lojul_50Q32AA5w!#~$K~2PySTe-X4@IbPmd
z)O|x{{{Sm?=27&nn%~7X-`Qz<t4gTXE4gC-0A;#o@aG=&`KhH_Y8tk&Z3VNp+Aii;
z#D|}m&Iu>+uekmoXu2keq{C%p^WSax=9$YmRR9nPI3GdUfjHRlpNyKv!`rQrX?kk^
z0BCtl98yK{rb`XZ;Bdux037mbfYiJ}<7xE0G_AaPWu}!Ji3|~g5dG-G$jIlM<AQxE
zEn8KB$612??AAf2U@su4XXRgSeS{xv!noa6Rn#@xmX>+l;{~u}Zg4(gSPbO%IHp=h
zpz2=|F12{=E~B{n6~qxoVwOmw?A}ORJdVxI=3-8IjQ%ypc*9bH`&Ep?C)$$U-Cz<H
zCwAO`MtUgDR8{FTe+}H}P&SO0_g7Kw`$XFULP-N?8P7rwzdqH?TX|64ERk9?;vyBJ
zf1l<#2OxF!pk`E!zD8q?Pw<Qnz+hsLRh@#MEKfi=HR<-+3iyuF^TYz)8zn{k)F?h_
zI0!JU@+br5C)T#KzXji3Tb)WfM74*@5X2=-t1xBxnf>$Jbf7M6_z%JwzO$!WCb_7l
zfnvnR9FMVHWCR9Kr|)t=%VV`_{6g@V@GZH$wA5`c?St-$B*M$M{pQ=2$?nWJtQ)I8
z2g5F#rCHrvPpZc{uh}40XwjH;UpHvSIp(_`5BM)jyM*8Ps@5ZYD{VWZazcW5MPRHQ
zNa{1!6cTw9dWNTa1b5S1q;^670Mb<l%^MHl%JYNhD(0nS;Z0icC-B9wf@cb{EYdhY
z+kR$U!{#mMc&|kN0EB|a!Vz8Q!%Onv)GcJXSneWLSxF^9W<03?Wr;j-UOBCJH&W5;
zBG>H!dpFq5ogNlE?O~jdzuur{x9N9341cqShUe2~y1cej`4n`VXLCC)M0w}#bjPW#
zBg8lQrIw>5)t$8SSxu7yu`$HpV{}8DvM&eluPCwBZ}j=)k4KtC^WTC_7?a1%>Upcz
zUMbXW?4;AK?k*oL9U0_fvA1Q8J7>^hfU)X+9ACBRgI3gDOGu2HUPWB~`0>%(b2D`2
zxx4GH5Nld`YGMm@wy>PavJ83Kk@m5Dymal;1B&GJ5A8T?;y>DvT|A$D7~kiNgYxG%
zIr?;|q1LrKs2@XHQe-1zDxJK2-MdBr6a|jEOYz;Fp>ue;>L(GTb}`_*ODS~>?0uIc
zaa#JMr(J7UAk?m{=0M8WQRE`FeqkqVr=7p|&#igX-U`&T+nC$Lk)1BuU>r6?gKHcC
zl`Xf>7Os*@wZ66f#?x;8$pRvnnX(&Ve-L4emh|gD9qx~BHk8)usL$p}YR7c_kMOAn
z)rU;==CF0$S5ZY8tP%N!cX*Y)V;<k)4Y%(4*B7Viw@^+jhN#ytL<@Oaes?OrbZ+CX
zE6!`D@bnj2`bTjz7fPF?+{1G(`#W2q>^{6uD;G6O88!VeY_#|mcZGgtiB)}A<(oZE
zJqhbvb^P}bY2<1iOmj&Y`2({3+^XSyc&!a5;uP9WtrX1?Lu`fMdv!vkRE@r49=p`@
zfInKF#=0erldkFdx)#5OSIhY^k|kD9fMXnj%yP60<urYF`yOkNc_jY;JVVL>2L0q^
z3vd1$bt9gBT7vQPt#4h4tgWTDfzf>PBZBPb?@D?BoP&Ysp7oP`464zK-!dr=$g#)>
zF`|;7F(7m!7{^NMrk7Qk2(=5zJkxBVBN{`Wy4ziMAi(3EeJB}&9-XFKUwwuam&^`V
zDT06x;>qT^7t{1jHDrNclTf+k71s}kQM(}z-(9|*mC+}Kb<K9&?{v*QwA~&@Z=M**
zk%E5_UJ9qV<e#l_+QMqTXolp(mX}sLl1V`UNXN?9=Nxv$0ySjRbc;=vOFFDqP7?XD
z%OOq%)n1A_wJ(S@{buZqBSVf<vhv51<gvj)oRf|VH?C`*8dMsh$*gME!r3HM*k2o;
zYK86JjNl6BJUyk~S=hFxq`Z2Q{DDR@<*x2mlk%TzPzKM0J`H&8{_fV|=Ed#oZWqja
z$Plz@MnT%!lyv9bzO<jf-W_iah+?p_wu4U%D03#qR8;wur2Zg`xfvYi9CfY}#9lD*
zc8B2$e-cGwAaJ`F<$mry^MQ;5>??x5_|9KRg8JsgO2`ay+nn!}TaTRQ*zNW-iPfD?
zidN4=)NZuhLsDyqZ9+(pC<v~OH^(5yP*=Wdo7VhmCb1o@uAc;px8-GQ1zyX54oBCD
z?tCMwXx=r@n_7JZ))-st?K>fnQIrfQVb}sYW3_M|HTY+xN%p(#D&|zYjW;d6?spJa
zZ9a#M!<<kE<L_@4?sU@b$S(p&_l8&8Tn78CyQT&L<E>@u+U)vNYjdOAe2fZk(kpHI
ztQQae0DT-+83pd5(JjWQ9FqyrVTi8PbMtNu$jKlNmpoT7c{!F+stU%W?L+)M0pqrD
z(wSC0gGlgSj5UZf&0Z_HwD_-bLm1=)Myg9l3jOuK>5-p)YNv-Ubxl3>SXR<Y+uMlR
zJA0DHD$K|Cn{)DfxZ|~JYX1NdHGNVY14`5N3#$lhqDfjgWb#r|5CS|pZao3z@IOk<
z(lz_94NoSqu5Fp_2G1%H{;ji;So*aAsl0TXT_Vlrp7ky@e<ub-UF5Or^L6=pXSHzf
zNvCNAWY?MJ7jhPj?fzLKWN(-|H_x{xjC<96XIWnm>Ql`IA(>FLOZ+D+81c^Ijzw^H
z0^`ih$tByIvB{uzKBd<_DC=-|A>)GL+WO8z7=_+2C0sbj4gk+jn<F*gme<$5E%AN5
z?xl;F?rx(k8v(VD9J2aj0~qgAFEmX;+S<ZHA!}Rwc|_y@&5jD>{cA4v%HvI)Vwiy@
z(Bo<8o}Y~Xk?7wR^{f3u#PV6oAWLg>K^3xOEJGXu5AkE4Y~!_V_-o;|ohOH2@fV6N
zXIopi+sjLQWfbxsp1m?gG4-z*7g9}nmv@ph&AnOK$z~v9sXU$qeFcB<3h%|Xk$6+X
znsks`$i7&*lonW`18j~JMgoD~KUxILWAK|!)DXUttr;?LADI{M_8cCy!}y25n*RWW
z=C=D;N4L3?%Z^ZRg_n}7uZ$mK*1ZEu)BHc+B$H6NzIm^0{^lDCyU}Ak{mnB_*1SXU
zP78fL#avryu(`OLs{HaW#scT2KNH^+1=-`*^GoMQjQ~b0Fi6V)I2$^AyjP`o2jTX=
z;_KOU!wSP>ujZSFeWQ6K;c>|y-WA2^N@LgU?ez#!UAHR&`KrhU*1`E#j{W*quz0&)
zw(x6O>6#+~+jgy@l29q`an4EU>p(uot!SD}jkKOu+V`X?%Os10R_C5iOdc`mjMo9;
z&2qy<)?(5$*v!fRo+&tWEF0!bbyJ?>*1mqZnpU-vOXZxs^sdouml2iDPXrL(F{&C?
zqHOLnb2P~g(UA~R=N$ko_eZ$=s23^f8o!FITTz~07(*59(ArYkG~FCr@R?)RA9}m5
zf?7t8;+=ly#241WL8nX&os2}Jag)+QtJfS4t$8+^;7wn|l1F``SWP9FWs+&`onlg3
zlA+Gff8G_|{4uoGyc6R)xa^)Oe#sUu924Y++mRZ#@fF>Yf0u9`$F6)!_?Vs;@v~}L
zWcMYOF$|Icgbl`2W7F5xyrab4JJ5AKLhA0);y1Oo8Cc#O>zPl?s90s2jPClH)^F^+
zR!iGUxt2uTyZ3|d=Q-!4E}QVu*3&_{@g>|Cw%)H0ILjd5GV#Im{V54q8lDM#Zv7{c
z{gMp|%K#|(Nq^ytV*{S}6`SJ^i1)S;fu-27zlFjFmNxRDS3CjGWZ(|9PvQ@abngz?
z*mz?|0_;TIeaaG740+o82G37J#d$`n@gu~#&BRXgrK~WJ%Nj0J?diLMSp9K8(ld3d
zFB9sTkkmXzOfuc5aW%;irqVJ1&jbC?Gwt58Y;`%bNo89@9L4Y$kV^cgji(^~H2r^C
zeQ!~k@xv8;qA?>9V*mk#=KvbNrJF5I+S=1w)XXqgnFKHt=&$pfKS8<rgU_WhjkvsC
zb&W$#m&HM((`=R0M1<{T10&@*?~cEnb+Y_J(C-D+(%VlIm{{P#s;qhKxpIDNSC(mB
z8rFPAs7Ym_TAP<f!Ps)DGk{ARamUuZ%S!klx@-dT#6j;k0hT86;X->C`_1@bfjb<%
z=Y(R?p*|-5)q>*RZpmP`fZT}G{pDiVUwr%5FCD?~_3!rFZ8wp2<~brTwYk9?w<kME
z7|5@#^mNknTWB;ZeKl<Cf`;6`I=?x|&U0KZ#D5AWiy%gOxM6r3<(nH&AU`)9&umg9
zGo91?W|kI)_w6?m*+!?!SR63k-^I1F^AD#`D}EmqTH5GeX|=F_BR}iqL|L7=KR3;u
zys_!+T!o*2{1K$-4|l0wy}~1wS1!@2xc(utApSLt;Y%6y>upO_n^88pMx5;N$td2;
z6?-FaGu4`avObEJ$G#uYejFS7s~@yoG8v*)`{qD#yCa}l@um2m;oI#t-Yrz9x|A1b
zRA<Xm)iLW{7vdil>YgEVTh>63mI`819_2V6GKR-N{{YvnT^OSW7$r`50FTJ=MT${A
zq44VXW5qgk_L)7D9#o}*NfMPT%fNsC09}0Ttms;vi*@#WLJ=I2Gi+5MvH`|MGH_2!
z^IF<BjkSFeWt!Du%8jQBw;*&ME(ae<^tJIOi?8UW=TnX)yop$$BY?zXJG*0{rW+jJ
zfntK*;Um6ASy4+8$^Z$S!7_O#KR2~6#7l?N*xp0(*uk|T+HxL4_lfk{IIRx>_-9}7
z7}Up>w@^T%eq>OjC?teE4(>j+J9u+g)O6Y8xB={KB_-iSZ0^s>9mg5#^7>F6Pc*U7
zB$gQ7>w$7HZo9zDkMgER`%U^O&lT^QG#0)KwEoKTA)8S0_Q`g?I2j)*r~99&u0u=s
ze+P&zS5Ul?RDfY!8|4EF&@t`ayUBc6@bAJlcA6j`XjqFe5P>T$;fy<<z~X^6d7h<V
zab;(7sY|JSyHmRbH@5Hfd~d>m$3Qr$){<XqB0EIA3n*ocqJ=l3GjOAyyU*SxyZE)=
z1$esjEEbuT(HYTpU^<={65Ip+CbTrjw3~Zb{{XXXAk&j+R?3!?wsZHFj0|?5E_wVP
z59PC(dyP)sOPPMq5f^S3JG<cX&tGBhUZo$y&kNY;H(I}nFCODk)Ku(n*;P`(hs)3r
zfwf0U$9wxrFot{SEp1&@ywTg{8Q;&Z-8JmV;(bd}&?3{cyBllsZMG;|?wOdW&U3&R
z!6!JRCfVSczME?m{iM@K_uhWhg3J9$Ex=ZnsVUv6IrNLq_(%on-$7&MWu|N{PToAE
zW*m+>;;G)<Nd~hPu{EllM1yXY&@)D-<t3FHowzw0s~1YUyIpb{Jz{?@_Ud2VMJNtq
z4Urh#!W^7)`coOp_?Jz+gIa6orGn;7;o0Hg3$HtfZWpIK*Qj`7$NnJEC%@JFMSRl>
z+_PK6vF&DWl%JG(b{NfhgKG9V{8`lFnrqfSJFg|b+9hy5F^b#JG~F9Vo?TLQSxvgP
z?%e&%sa99_??B&~+4$q)n`@d}HWu1skTtVL=_Hs98jgAmz=ALvIIj@C*Dr6;1mZBr
z!PU@hU`Kp|T?dDClAa_@T4iYxINNjz3o%Ycz<c&S{VA5QX%>3Z>N?P1pJ?+I)ksI$
zTR%4qvw{eqX;`)4-xz;oXu6h{mPv1RY?X;+h$dJCQ<68a%aQ0Sl(@XPp7pPxKpZYz
zlonHt3t_Xz*1aO%;mxh^H!)wlKxRfV08ZZ6>6SHtFM}tr-4(^rjpl8N5esEAoSvNU
zIG{8po5t@fQAK@ix@Z)s9Tz^Jdi$EeZBG8=neC;zjyRK?IoOB(0y=)RyQugw{WR!)
z#csRcP}huG1P9NS<T1!nJB~9{JU%=uWk`HU_KShNV-E|Ek*PTTB^-4<dI|u}cD}wo
zMZ3$WNF-^Pz#Nqr8&4~dgWDW`D%UTs*@)q~N$tFpB?BRhgls822L~Wz*ShMS1Gkq-
zx7B<ts3o=4x`>+IMFKfS><3q0y~YnYuS4+Ph6T2)Y_;n@wwtIGJmA~a6y!I`++l~_
zQJ%(uT=6|;SDCDAj<u*qX@4kYc>K1IM}!fnD!i-VM?cQ6yqPT^yw*+Mondtg+r=Rf
z=1>%dLcA6EkIF|pSAX%x!Maa|H5*^E%p-#75Zj;!3I`IMy??rT_OAwcV2<V|)4aw=
z*gCA(Cw50=>zogI0UnRxaiv?@t**Y85JY7tVTGG)vu)tE4;&mfIP227h;?u5d;b9J
zttP@a?Ctk#JDzVdc*}gv)BT#KH;1q8?W{CyF4g2>lL^`OjBZS`4czW5<b6G>C;Jyf
zmhSH6{&s?EM1nD86B7Gjg%!7LJGX9Lp0ojT#Xcyrz0<BNw2Nu?+(e<uFUk?fZ=8{y
zamRX_;ZK3Culz)BwaXN`u+t;l@k&-jV%gdRc_F~$k=XUDxg2<g4>|>FJ82H-NpG39
z{{Rthr*74uKaaFM6GV?s@V&9N)NQ6DT*k~*lN=6l(Xw;Sb3l3?;h?Yfd{;7Fzms7G
z-M?q~5e$4N!1=fwXY;Q-)&3=E+QRR78fYPyZg$7r2m82F$i;K(uj}4D(%<ZsZE1F^
zws~TV`7<xw+z;@{o}--q04yke9b4JiPpxYjjCS^Rq!x*Y^BI(kt`BqDj%f<r%r@3%
z)^(}%JE+RZG;8*BP&aH$r~u=SQ(bnG;r&}tzDQ@ciq6hRw>(KBd7DR3xR5?$&wA0e
zywSW-sF<`Xd1AM=MOI}ScIUovl5jXsyw;_@mo|{7B9LFmH*!z!wztjm^M(9zOl2#Z
zZDP((?29NsvkkfjmM=Z_{{VMlj#J#8)ke!%)$9xD@?EZ+*<t2KrZ9hI40sh|RPi>I
zb9J>Nd&{*@tp%|meqZ_NDLpgkR$$b;O{$@@i$S!2e*}`wtfSK>=G{P!FHyBNw$~Qv
z72W*9BIe-XH!t2Rxb7%1o+`ezr(D^1b4>9@jd^gEvr5p2e8zQ&;tRVC(;qPP9Qs$d
z=}~x^!r9`vp2|p{<&kZasps)KtIs@1EV@0GpQTvoq%Ec7mp)=2-IbUsfT(^@#BLn*
z`~?AW{{X`83~T-`)y}nlcx^t#2%6qGBxudUxZAjpLn^ip%sA<eD$m57a(UV<I@MxJ
zx4H5pV=K=yI~*%-VoNIH2zpmPVXk<a{t{=DPCmy4xrGnP7t8FSm!728nN1d{7N+;t
z3esXlcAIy~K5fdu*N&Y(l>@e?Pk8x)OKaPoE^A@(2{!CvABSbb3=%(6T<lYLgG#j*
z6G0%;rDi*DL`1h75u9}SexF*@@io?qad`<R?JwjgXMwi`+73GLySsK3*lE5M*E~d%
zJ6?HOYC{T6ib9}uQ0ovwz}imy^yd@|;H`C8bsbVDtd`o-2vR1Ta4-o`kPZ)J<EiUk
zOMExcHGk~b@BBrl7J0s9XwbZ(9FdjUNEyN8*M;5qS}zPm{iPPFlD)d_M??&wLU2<A
zp4sFc;<B|rh#LLswVW5zMPzaNz5zQ=1CE0ofuK)ak8Jp{taw-;x8D=PdQoGN+iTn;
zYCeB6cTR9I*RQpB7L%uFdX}{IQ(pNN(@C`?We5W2IR%NwrVm=JHPqLy4eiNPvyp^O
zibIr9g4qWo7V4+grMA29>S^=a+(&X*pL!rFMnS;&xZ`i*ng*4Rarnvb@59<Ig`#R6
z7l22yG=g6&0@D(kgpH2;a%<<kHT7s-SoGPZftgCkA}*wWKI?7ko`4?p*Tdr5w9=nV
zvyOX<dsHGhE+*U~1YvM60057bd)FOntZFtZDYLnFWVp)8>PTi^LfN1Ze(m-7?PP0-
zCs?99!b|J}`^pYRIOP8Tja9hRrd=)_9t)2$*pV}+U8Q6>%9H#+b^6w&{{V|TL8z9q
z)h<=lu#QOMfwYoi<m6*^I^wbImq=v~a?&FrlFB&_dj&Z8ee*yP-FSCdvePZKi>p_P
z((p4t?}6qjoEA}>kT~ZU^r^H9ElTR}jV?6v<46AhS&SYr#_l%^@&0q(X_{w;wFslX
zg5pGdIdWjQlL$sPZ4Aeby$2lEC#<AGX&rAPX=i0`ECvD5fxs@mFUj|NXRQD-SvAcI
zS+`4r9lg><v2OWX6mIXdoSuHXQqOg$T*2hn!iFmeOw!7r4e}vByljwgN3CAE@cP^$
zTiV`Rq*gIA7MPSS`-?u+!xjUe6}c9xrf3$nFlcYSQ*Lf=C6WTlWq-Ot5C@ik<3Ei6
zT=36_>^0k{^-HS=$S!v$pSBsd{{Rz~+*2gwSBms|zXA9YMKPUo!<w#=&T$3HOtV|O
zgQgi+<b7+E{{V!S!dg7qYU$*dlH2U}bHs}6BaxAnA1T|M0f0cO8aKuLRGXa##FjtW
z_6o~2q&Eut;$<Lk7v^LmCu!-Nbm)oH;BKSvkJ>Ku=+(q9nO!bV&dA+VDhzIqJZ&eA
zz3Y10Q}ERG)|UE2DJAPF=1Z?JmMK5jRlrVp&lTyq-j8c8iF4u|E(Nr=({29IJ+p0T
zwn*Q2gSCH;<sH`;>0UbyyQgb6_PTwhn2|VNEHDLC)3UOTFvE<Vgo<NFqG~!N<3VyH
zBu_LSxNYDmkm0hDFFioq8-tU@czxE1;%i%5nJ+D5@-2d^vyfFcFau{eJdi$6aqV9H
zZw9<Ar;5XL*2ueJMqKRc!WHBZf)CQOhOeo^Wp$;E9xLdCA{V#>`N0tGQyRC*%nxuf
zaX^zZd<~=z4(UQq8Oti!YXMR%KHW#!{`N$<IB1uHj(N^&Q&6_>-m7@FcG{EKS?p%C
zNm#qLKYB)&=T--f;8qNpq%wVuS+BhC*9?s59@3i>w#O`UzZk&j*12B?cyGiWE!S=@
zG+-tq$VvuX%&dOy7>o)7%<A>e0BBlml+tTA7Z#JjC@+}Ryu>S=!a<zz&N<Cw-gq;^
zm$O<82T-_**`wGluAwo+&yC+BC>h5)v)8pvbKyNo`%#NY)K*lEIsCaJmRu}t{7hKx
zJaRG8xBOLQJ>sW;zqNL0`cejlAjE}zxhl#@KPEvu^PT{p4?eK)iH*k6mrm#~GDLj;
z02pJp{sL<<9XD0*-TOS&(n%5iDBB+|)C%-Ft$qzA(mfoBq>|nxi_cY2=C0rMo0#xD
z0~)7qWB&jN4w}|!c|4OH+wI*)mY+Aupr<^0kSHC-TI%!91Yc;kc&-lTf9|TPoxi3H
zdDNaD)z<Y)^D_ixB@P?YBk`{HPqVYPx3<#m3rle%u8i{|4W)m&r<UTjZY}&fHkGUW
zf?)puW--qzO$V0Br!lZW&OzYhanCdXjBW<4rai^A&cKM@y4&*Sjji=hPo+nt*jZ^d
zuc%!`1;x~1<&sRuz~|;rNc)EeoDbHyD}6UnS^misi4jaU*|)LIM;n5%KQQbKd;b8z
zjdJQw5MF6|lorAX$B`eA4pYvLouoHUPI1iu&IU`3Q^b}@X$!N3%A`!kZpKh{Gbm$@
z{QC;Vy6`(&>6f>f#L90hrSl#n`3aBj$N^!`8Qbq)rMgFkJRUUv0Jh%g_RZ%p{{WU@
zTqqeT#SV825rLjSuZw(Lb*3K>>KaODtsqAS&ED*)pWNGq!Ctv1@T5wW&;QW)7+qYC
z`Dovr6I@F<%!j2xN(M+7$GrerxANtb3zACu)P~~nseRV$*!-!@E3>nMw6_E=10J7B
z0Cds`WM>%}Kc{MjgUvt7lgsmVotfLa9A~aG>p%>miYNf0iYNf0q*$bOMO7rf3-9!)
zE-h!Zo?CfThlt_0KcCR#W9vW_=%S@~Cyq3hNZArxlwt@Cj<`MX?LZM#n_HK)m(5O1
zR-%A4Z8aGZ<U4d~^ot9~E-k^9yo$D0Re1QfTp9#=l(*t<+{0WqiFDi#w?)YuNIeH*
zS~gc%wHf~aTi&F)y|!C@#PL9nIHISzh(mECL!z<A)3rpZ&cRR?W6%yw1r4s*G`kNC
z+ok5bo_*}ex*IdmLFn>(9>e^J?cuWUgeiM@wtZo;VuOZQeHuaQ?f(Glt|sQ@d&%DB
z>PD7X4q2GwlR%B_4*K8wZ7($lBYR{H^2Dg1Yzlr=2k-*AT@D`zYyK)#xryzq8B3JT
z1GsLSbQr9!3HW;RSk`Ur^s(khkr^dy?Nr>S19z?n<Lh5Y$!Fldhq^TL$!a3Hjx<=A
zQCQ6{buzcz_2;f}#R6>UH62Gq@UDccs+N|KukQA!RrbK{Yvq3y`2PS@@gZwC-J-M4
z-On%n^=Ejq#CpewZiL!{ZH#h}?%*$M4%NqiNdOF!KqM;#94X!JUDko&H@l2qYNf60
zvz1J3mTY=|b$$N;FIv^`_k_~X6I0bA^JM$U0sE`&{-@iZ?^d<%5cvg}+jBPn3I}pc
zOT@5gQHv``)+m(h*qo}KwdNX*r9P!OmQ#fUm0ru9wN~QdTd7)Un{zd7>0TSX)gWuI
z%M=Q58M!3;0YDgWNQklrK>OEdKixS8Bl5@NPnvTwN4xJJ+xP$gty}#V*u|EUbeZ}C
z^sM`fR=0~S*Lf5Sr9~7_0a9&dP2-~AAH<rDo{~IgbZ2Rx3)a?>n~`lQl`^UPzsRiW
z(fex&VYnmaOy-SB29D^Rr9`86A6fwQpN0Pb4r13-_={a%_?JZ6Vu<7!oOk~KaeMmz
z06(IwE_6Fv*liu-+im`?-ZD22z<(;u@Me`}ngyF{7Y}e_ffMZT0<oamo(St(_m{o`
z)8q3JD_c2_@W~kSo9G*pNXfgNRq=mbx}QdA05<mGMS>79yqpr>?&Nw_-@*t^pWuYO
zxwoEMm%4eEAngm&KaL5n8u+KETx(jDs@Y0zAt!~2aG}`kPyp_FSEX3^>fggQHXa?+
z;<&ZcbjZhM@}C3d1o6keG!EJwzluCltPM&rYii32!d6LS7*$j1I^w=^)hzBjC#%``
zi%Po^Ss6Cva{gMk3^02U)84vmW8<y<r1v)e0NJs%gy1KZ?T6Ys5&`R8PpE5GQtFZF
zZD$-Xj5IdRq{0*o3<HhB-k8!m4~SY{h|Tt&;vGgrxPta17WYuEmKjv!5>7s0o>=3N
z+ZE?AT>YQVNf1o$_g_4tgPrQb{F>`LQ{$`85!l-4Ndns0+7FdCGqEI+L1X+mJPcP0
zK}eEA9zc&cz{x#xfuF-U$F+5~Hkw_xi!3zT>Du#46GBcpGRPIU9XhrRan!#v5IH39
zC>iyKi@ZY|8V&ZRb894!y7>^JaG){THn*nSepT~oYTIucQ;A`X;6RZ^$VqP5<ABOL
zk~?EH=-P+G5#n7YJtqF#d0XO1Bi<CY*7-vB$4$rUUVq{%8w(wFOARrEw)>OiQ=Bma
zE4cN+JoeAhf>JP&;zgWX79sLmZ~&a1_0U|{-D;OlbEZVsDJqglTqyqlcRdb!RwC*5
zk95{?#O7r`aE-0`93R4;=UwUVvt!%H26mmx&#u!!LvA$th-Y{<He*faBOfj@Pta8M
zTD9$fKV-rwU9K=lZ1-+@{V`pwrPTVxi5K$2CV%Ij`qW?dzoD$XPe-?pN=Y=*t>ym!
zttW2tmg8~$9C}bAl}PTjJFT&(d89oC6n{ZYA`uHl>e0^`B$J*_K--LQfs>Q;uHVDn
zAG5vN1=|>wP&df`0CiY&18+3l64qS@#HR3R^50t9nE+J7HV7aQ??7DS{?OM~QOd5?
z<rkSZvmL;4*(W1$_pf5oJ~7-qm6flE)@Po{&?VF-Eb$Hs$gDs(9SA>#d1kW|j@K73
z*-LF~({51X8$%8O9;esvr)ioC-&#p^FnH1;Nj);S?V14h4~ZWVJRjnp4^Ipla;@dt
zD@8i(65$BRd?>&tkA7?C7}_ugERqHUFgyYD#&SNj(OTGB-szIPvdJym%41w%V~sKx
z6P%uT?_B+`L30?IBPxagqZtLgxaNRL#L&j`Ug8N<v2(TGfKGTgIqO<pOftl>Y9>KE
zk{lo42%mfWIIG$X<>rxcZraudRAS1P3Gx{~hYUH&oD~4|A6mh@)h}<^n&HRq4(191
zg5B7Gfs@?OGwBZlYrhQjog`Y{=+>6nm7;}bC>5q&f!A;Ge|S|d6JB^HNM@T((vs##
z({rSXO19?Os><8GzlC|X!o=|D@hALM7b4Eg!uurXOrOFO^#1_s;=KdJb67)hKiFnz
znnoKy7-mERXz9i~`kDypGV@f2S<`LFj$2P9yx6vYuN!^kP|62A@l<?K1>Nq9mQ5wg
z-*G7WNoIePZ#{jvq|^0HM)V|BcAK6Ei!S}y{{UqA5C`E|M*jd()SmamekQpKAeJk3
zVbK))r)Xc{9)sF|E>GdPv`bwxeZ{^FpV|*EBeav`s})|v02a8r+j;ETJ#ym8F%**&
zh8IJ)<0lTMZ|8$vlXI%*X=NkmG9~1I4Wy5oDf1}#x%?}0NS5=(SC;plC$oYnZTDhL
zn;5YHMt_GLHskuxGt2EEv4oq8%|WbXxn+~==*pg7`%J&Ya8A*V^|_^ZYS&xTS-d{i
z5>I0z$u;X9Hsc{k=r)hMK*=Vvd`qWT>HZ<Rmsz)EjU90C6)Y4d3{|*0&l&n{uH)gq
zi~KcdrfRxPsvA4&)&BrS3~~wRL$UkYhd2}iF-7&ChMM9jEPUI0@*-CAS!0e!WZ%6P
z=FWNCy$P&KonKehb%eXL)qJ>8AC*ujRVB9U3!Q-UIjo-(XkIxjD_-e0P}yhAQRNbf
z6m2XU9A~aGT<?cGJFDxrK311z_fG!+BC4Y|E%NRd<K^meKpw&NS^PI8zlwFK?XGVu
zSx=qi`Kj|ZHf`g6-hkF)`1<?By7VzisYRx4pK?s8u{NGDF6@l=<AGUvc9W%CYO-kB
zmanPrw~)u=#&Fx0<!)c)7(SWeyF~bAx+bYKI@Y?kkXr1KWAhlJtbi~8gVYQLBk4f2
zDeGPa@lEc%aEDNnQh6aG&ufUnT%&bJ^NpLZJ7Tf4I}4?X@+s{a8La~ch?4Q7D*KGP
zn|CYIp1Aj}vij4*?*44g=UYd@n`YZGyZ-<N;CJJoZ2DI>{{RV6UTXHxK^a(NFKP1@
z+m*(A#Rn`pADABW0dH0CzlC+JC3PDl`#hHHsNx-{TP=n=N&I?ut(Wls0EGNQsW+NF
z#$}5W%LdT9{{V;OU{kMNIIKNFNgz=*;fgm&RT<O`t^M8yZif}gNv~Omu52fP{N4DK
z)9-xBK4_E=lW842#Q;IAcw0r#wKHRLG~Z^yBJF-~4n{JnI%7HS(!G~W&=%s>3+p>n
zYb2Qm?lRIlxZKMaBj)vBGuP{0TP=ychR8x*%k3NY$8j&2B<Rh_W$F*|uT}7kt&3jS
zXj;~&$4rhXqqGYD0O}=~cBGrP0(Rr&9f34~kzIIj_=8rS6@e}SF<FGAi>EyuPevY|
zwMWE13p9N*S~6TK-9sY67A0oFw5huUuOKPNKA5jhx$t24WcQOtuSa|?nVG!Ig^84I
zZQ-)pNav~VSXP?dt=^S;uf;T1_m;3qk;eo4k}|7c`*L{WJ!loqTT{@yAN`)XJ&K09
zKQl#b89~Qj#P21D?nXs+UKF*}Y@IY)3$+p1Mwc-{bFw_Xb`iHbgJ9%jb6#ts_@7v@
z@ZIf&wAR+z)xYm#9$w}ua0GeIbI)FT*AHQ*c=CJn*6j5KSuI;<+61f@a-G{-9_IvO
z6b{FzU1(np^i6i)c*@r58>`9O#c^r`v1Vr7{;h%MB<(oq$7-`CweYvW>n(-k53S$2
zg!9)TRo(K9ir?zaFi1{wUQyyp-yAEVYhOLZ$NHJa%)3Teh-TxaefrkTr-bzhqK{F(
zn<PXGTVp<Af%l(xZbo_SOfB5j*StHW>2@#XCB!zDX}RUN9(1ddk(D`N*!$Nrt$5Gu
zx@>lOWRuHhDBKGLRaPH#jt|Y>kzMD6d_iMzb#bFx>C)=yZMCI&rV=jfmT3;>8A1F*
zrxk&F;9Kj<>zzYJvyyg_<>FYRRE{wVbn{8%^x$KTC=XLtz#7HhjU%z}#Q;=6tG=w$
zo3?%TWtgfmjFFPOU;s`%O?Dp>{uSGJIz+mKMAED=yKnhdmLa(QAFE{dJ!{LnGpP8J
z;WoP3-OaQHI2;$YEwvo<Qj9WNjQeK0-xT~?@kX&ITe;)9N#nqcp#gSsb~ALq&w2x{
zhn#qa!uA$k4UfiV=0}xvGia8@frzRC#N)el>BV!pME6>VNVJP)+=$Fj6ox;&*Bq9|
zOxI}*-iLRf$D&7Jd3$cAMo}TeP%+Ntj2?uZGC8j_T{~0Ibp*Y%aTqOy0Je6w@SZz=
z_2?Qp{Zrx|w`PM!ze(T8Qyh^>_(BNdvD^<_oL42`>lv<Q^X0S`R#PxDM5UwoRk{WP
z`Dfpn($YLZVRLgN9x5?i+q%e^SlGBHp;k~22a&}|;rog7dkdzEH&IBX;BUIB;NUh%
z<2@L5pl8vxI+(urcXVyFIJ8R(DP{iviG8w5_JW{gBS%y75<iHH<a5BUo;*|I9~Ahi
z)*HK-OcokuAd6@U%+9}g$j0X*1fIjCMPqZ~iSG^NmY*Ds6u2<3&ejAL3>@cza(S$M
zZ&`m4-a`V$Y;A3$2(TwAuAt<A2h30BK$1C`qP{Vt*9#$xC{$<80*-)ZwR9d3x3sv_
z%H7)iv@~w361Evwj0pfZ4Y#f{Qfjxd!wfHLyU5$+80JDiVb9%hw2|vkcy<j#QMzp-
zMzlA2zM$&`zQ$fN%LP-$PBEO|57ZfNS&1})q=_VXPD)Du05SphN6XN2(y|gMuWyac
zq`_80x<Qb=20$aXAEjT5!yYKK@hsX4TA1}~Rw*oUGUhfsWVUgUkU<AIq&^h!44RMj
zY}QvRI}_$M)^#V7xRJ->ngHgeXm@RaaG+x+l5yYLK7ykq2qy<|@1FhpSFFqM`R+8S
zWVVz&&Ya@jSX<<OG4M;dU^b#JJm-O29-*QgK46xYabJ~vrdxcNg9Y3`cE;idpvS!d
zavQ4+R@%llxONb+P_gbO1+qXZ&=Ll5R^;%euMVFEr8HY2xj2tKdK1XTagOzKO|p{L
zPd*`%&P%&xZKguQZ=H<&-oG#Rj(us@`s3<4Vo4l^8;INHP~?)nh(CpK$?HH4@ZO82
zOL%VeYp7br-Zqj=yU!{z1~9viYyx`Mrfa_w29=`!0Kz%p>ld)pTgwvNK**zE!wAt=
zcgv13$Gv&gjMknYk}WdUKPq`P#SOXIu`xWcECS%4QfuBkFX2012-(_2sc9Cif3>Ba
z=0_5-a^E6Gn~JW*KYzUfXU-bUuD_#)w$|g88Ly9;{%BS*4##&VAlB`Mv#5AF%*Ul_
zaLU)Ihl)IY>Cf?&!R2~$>t2)bX8y~?N}t*B`BGZSa`PMl2q1-H?~XljUSFhtW9hoA
z*0Nn~f@oS9gz9mVj+;g}pf^X+I!>FWcxS_F<G&Udwabh6gw1Nj6`6|QGZo+*0kmU1
zJJ*hlR$yOK*RK;y`)c_@C5TNYk`CZKRO2Hj^fj36G~40Q=Q@sL0w6H3LKp5f&Wp5G
zA@HY(FODW)=XcA!iOE0RI5Y*1M76o_{{W2Sx6v#iUDhy5Bud~%l|{=aKBNp|y>~wk
zJ|9@#+s)#AXHT|{-XEITCw36CgO8b5;3z(wO?bwa;mf}cTu-TL_Tomfj7u6UhCH@$
z%V1zvphfW_)5N+G=vTJz+r?`kVFawk5gMr4+kjD>{Lm-lduNRGYikQ+vXT~?_h-vx
z;t1G`3@Y)3>Y(KGIThg^Ew;F|(Jds<Byh8n^8!hf{{R+ub?2!y)OZ)-weE~%u+&km
z?9q3qmL<eF{uGgVj{N4f?)*!s_^>_pi>AjEFyTam4ZF`mGB`feg|X*<4|I#mtK_@!
zBl$Lwp(vqSeC^m|@s8xzy~|?$CEa_hO(MevKFe;Tq)}}jE8y^U<2=_N@dr`WG?mk4
zLXzHKN##H{GO7SM`t!$1^G_J~!rxN1x79RzmW`*GVVWtJl!?g85V_9YJtz&&C-If@
zY91!Pxp{@d8A|!1`1bs}ze?t7V%{A#YxIgwG8;L5RdbEm0~?QSy?rYG0Es*~{{RU4
zTaUD?{(6=GDFgxEzXqA1%u!B6c^D*WS&u*lN&G9Qwa}8<&U@W)+Qs53Vuk)$q{rS0
zjn8q-0Bv{=#z(=Lw9_b%TTQe+F}!1^2kXs!j{3%jbE2evCAeR*U3}2S*=OC!7z5wE
zd>K2<tz5m#h8ti2028r(gFR0<HPz2G=BBF!-mtfFT0$jHAxQ}ubyXxM?>?QgK`mVS
zLrvCnL3)~GPj7Eyr`vgwGjewx0*_L;89s;Fyo=&)pqh=F>HZsdZ)8bUM_9IirA~f*
z+<irS#i-h98e7D(Pr6IUW1WIIByQzHj=P5k2c<^$*D=p?b7?Cmo!Gb^-7S&3@&5ok
z(y)|GO=@2i>Ju%ttR<DB`>2XG51@=~%};TxU0Qf)JU;Iww2L8UivR~#$;<Zybj4#b
zO>o7oE)_0D4(EJ)xapC`e_Ej=Q?#v|%Ea=@cjTXOo=q~!_1fL&`dyEQ^qpSdF`8?J
zS)kp9ctOZuKZhU@SQb|CI<lfmEztnP(J)m;>+@xLjCM7c6bIWTR0D&@Bk<yYJ4o$(
zAE>SU#jMX@@x!{_-sOu1eb~T}M?4UIY<H`=Zj~%oH(ngNhFM}+d6E;9$x+7j+`Ny^
zir@)@kfFZ!Qb*nTW3S_0zu{Z?Ei`M1H0j+Xv}B$pkgwe6-9N1YXQlW{!)+3sGeBvr
zTIh|Dw$K^6e({+6%hdi=nc`0cc(1~e!v(GRnh3KbvBb+LED77@1^IU`KKQL)4E#*e
zyg;jGe>sNgP*85#yL|xT3_bda(bwj*v{-Gm2_%4Xx>bLdZ$&%0VD`--H8iw~FA(^j
zNdDB7{EKB*Xkq^T-W~pLx}fn{mfjEW&z_QMb}(E^K6u(n@%-`YSQ>YVye|_+rdwam
zlI`;GD{W@U@Ap(^)6%-lGfb8%o1HQpQrk+ipKr}9fV(N=`9ZP<dJ<>?Jx9bJ4}2+e
z{hZ4UsaW^4QA9A?hxb6+>r_ACVEj3nNTs&BSkZdNEKD}2>^ST6qs8A2>~ytlQuo9$
zYIcvZIPKz&IZCSXaunp?<DYY0d*Y7=U+H!OU6E|%mgi$efdE+3>%bk)=RhkRz1N3y
zU4G-tw?>lIc*Ly>4XQDcxn<-pe^1W28?O}|0_*IzGf4z*6NM_JLE~vmuOo~MdVT8e
zz8mTm_g1$yH}fyrLyxoWDmSPcf%NPvhw+z&HRbUuUq)f_z|2hfU8g@XD*VH79A~`)
zIE^Pt)HQ8wC(@;NxVBR11j7mwt_-91c;>12uS?XlYqqnyD|LGAF+bjN&U3OYynLkN
zJwLl%&Ebm}G)P)s9cotkWOokAZ4enHpO2LuAQiH`w=i7#@G9=R@mEN)(`Aps-W{IS
z_6)^seLN{7*vArYeC^zNY+f-;E_}^4nW@@EHR3@uA{0S36}~|K04ehr{nB56r=ESQ
zE$=31KFqjSvz!j69Wr{HSD@T@kHvm2l{DRFT6tl^8RBu}g(L44RZtkOT%6$73oe^=
z98%mw43_A{1fXG91K0E%P*Hl?DOHnFHwH+!^Mps|QImkn#~gFou1`OPEu!<I7dnOW
z%e|UX7A=gYJ&PCIK{?}!=WXq-Cb&y@l!+wh8-b3wIqk-4(V+0k-&@6Xe&*)nKi!0I
zQ1)ZNCp-*b&;{Ech^{pITWw2EAuWfL*D0OSI2>;$1CF>Ac262;w-JvbW{YDMk!4T5
z7m=`!%Lkg?@Ro^rb+1j~?;7iu8fwW8n2^l-?Mo4n8;1D_3+dAst_Q|?E`y+JR|%$F
zqfccdIfTUFUvS)9XK)HQ;P7%VF~tJVqkZCyLs)yMZZ2oHntN|6YB(`81LoTxz&zvY
zk~pq@JKa3PAfD98xzGmf8V;as3zj_wPfDvj-OS56Dv*~GZ*mtIZb)7@z$YM7c8@f2
zn`KbmW>MpO0r|H9hhx~#QQg}3u3ZWkC$?w1Hz#|e?^xs6+AZJS2j)K2>>eEW?t<kk
zg@cunGS18ckje`&1Fiy(@vok)^f75PVU|fFnNHB860OJHU<%`&wNiaD3tRWJy}0rt
z19C_g%nYZe-JqKz+Wscq#p5g6e-UYSuuW@aZy}N%OUC#tNnc0c1JE9|W5C`KveNu1
z{{RWLvj^HQFC@*ffD0m%wHZO<b3RBoI0N3iF5RQDy8h6!VJvVs!bouJq+py5+~U2<
zz#b>O@mvYvPqU@F*?~2)#<^8xJqCW^=L&wb16mv}#2NJsJH(c^QX7<)V4L@oGl1D4
zl^eHA93OA5rQ2&h4f7}Q7m4)uTf6IU!L8&9BA;f`(hOy?a7Y8O^{O_%4}Z7P_gc8~
zbr}hjFvLV7L7kxk{{R}1$Sv#qRp8pZ?=GWr!HfndP@bE3Bl8)cHzc{#u60|2w|7P;
z81!w$RYBwBT;%>0=wA)I8Kn4wQl95iV{u_=7Uvjb`N{b~Aos!It9UZ&!Ha6zcDSn}
z%a>=I1yv+t2zwFhkzU#0tIr1bV%GK@D)nZ9_10aYMUl~?U7!x+dmmZ>v$Ka>iR@so
z(e&8ivxDUuaI42nfF6FPzDDu2=B2Lq!uA%4x2)|9Ft0cYalrL&ynp)D^&I{svlf@P
zR<?2(1|x<!FurW;FuV@k^X*=7qIg=v!_L~J?ZkH)jJatgk<<Xs_qLC(dPJh1hI~JB
zXKw^IvOSHsP+Hy%qFEgM=axavJpdw;T%GS{{{Vz<Lq)WJjrUV8P`}+%{6zZptu05y
z`V3LXzi)*Led3N8{{SV)t|EUPXnK549+zs@5=r-%l8g1p%V+SQX51QVFh%{Jr$DeF
z>$mT>``)!?O=H8}8=VsB>-YO`$fUmCs9uJ=n)}8Yt;l%oNV7-#-d1-Xt9AUbT%9r4
z_DQ}cTiHCVrCZ4>v;FBvRom<aPx7vI((lE7J-Ql13<M||M+l%SY1Ec)y^h!>y!N_3
z4C*?Ln|U;vb26DAb(3pt`8wqL0tS7k9gh1*f=wXHr&;d4lRi_z6yQGH?CtlyQT{c<
zYTBjSH}+-A!j`c!AG6wmkq5^O)030xe+u?(GSk7@7Ls+p5?`cunuWQFOKV5@_WuAD
zFmskZhmTs!{{V!KMDbK`=)NDaO))IPNxALgd0%fo>ppFy<MH>PM~mATqMk{`(24gH
zE)GfDaLva!$A8MZ2l0Q2yg3A#Ew#iZ2g3r2GBQ6g>CG(KO~$LJ$#Z85&k7b-mK500
zusr;^0I1GC3eWK+rKPNK#pkumyPJIMqi|(jBW{PD4o|HEF|M_HokGqVJC344OozUE
z5C?4buSW3g$AfG<KXGi1E%pBZF}B>?WkL;|5RJ?8bGJSF^Il$TF753F^sxaHgXApO
zZchb9K|KyQBOKJaI74v4R|yj%B%FZT7;;xUan$=z2ILyk>N;=s3R^5<;$)KM;Z(e=
zppxvw4B#9bcEwK(jn&PxhfKSQD-5(dUzq}D3|r;Omg|5=THWw&mn`@1IFWa&v1d)I
zzC3LM<>{06g?bLD4xbj!vhDu>fRX&a#(_3@SBbRkGeWY8&fW<gLU(zOmBSVF@1O4R
zS&8BOIvZH-^$VFHj!7AEBgoo2<#%=Usr*%Yb2g%@sX|li%E=qX!{%<P%y2>NxPG;B
zO7Z83Ep)3t4rwu3!xVQ$WN$5ZNg?2?yo82RoM8IUGl{>B)*H!VvXILHpOKGJG3|<$
z3kfEa2xU;4i1P{BI2k>8;8$I(=<GEsiErVOd#TBH`ywbsX6iyO-5JeRwbG(^mKo)i
zGU+67`OvUUx!f2MG5GcAKwOF|TZrJ0%Nj`tj7c&_!tFuwu*Y(K^;EF%-m!TJo+~+2
z$OA&(aZWSQo9V~%uUOD@y)GXJPpD~&Ex=|f(v{w02jv+b!;{84@l$E{w{d9^o4{<+
zH43Qcr+4>Rmp?DAezXeW$33LW9geSSZzH5zRvTs5iW?k0I6RNmsOvgi<YVoYcNYW8
z`^gXYcHu^F-3J)1iqaURnf`e8C(XHdC4a;pV^t2MKFj;#v+Wu3y8iJ`2XB6P=|GMr
zTkyNY_E);hNgbx3uPk>Kst~9Lq`$$F>wt4y*Y+D&6x8fB2ZkayB#H{ip_^*wX~@s5
zdhMRQZ*6P+ouN*bVg6%neI^x^M$(&DXRkxS#cye!4D}xp>Nc8|n`ibbJCtFuoJ+8t
zuAM$it};4xpe|_J>N=h0g8u;F4ZM*ex4pI4XKZhF3=ho5leCgR><Q~z5cp5Sx>btD
zq1=6=Qjt}zZd9r>N8Dqk-(%LiHh8YItM|9n(ZcDIn4?*n_kSxDC0rc*-7B2ewf%nh
zNvK=gNS2Dqf-+T^K^YvVIZtwW(hDBh;;$dtcymZiA57eDt|NHJ`B%&T0BP89yBX=4
zgTsVsPiv-H?w#fX%;Tr2&r#p<uMN^;({F90v=S^gF<ZO5*Dl~-pPDsMz~txO^RHz1
zeW2>sazn0Z^N69jlgpCjM$;o8$5sbwE-}-Z0jnKPh<+T}NU}p|a%~KocM;FF;n3%t
zX1tSA@Xv@mHLBR?b`F;j1>9$d5xz3zw!a-f;~eo`)8a21=$;(8cumUOtS^QzF7TN=
zhsSf#O?eNEJaG=MJQC>3BH?_=Hh&6r+}n8rzhgivno?SLh6$sKMZ1MA?<G}6nCwV^
z<Z|5$Hy=Ns73DVirRJM8?x8uI?q`+KX+a)a%eb-mhB?nX8mE8a8|#xIM<@C_k%Vv@
z;d*CqKDAxnPnjXMf#!`e8d0}$?#Ua+&5`o^Qz;{<j^-a20jIoa4b)KvMp8paz;ZT|
zw}YGxr!~~PelzgBq?h`Af}NXISy4k|05HWDl^wI`ir@lSF0l@sYcg8Kjfa~o>iNb2
zUtTbKS5>HZlTp!Ovx`rVW_`vvqhgKa?!a80fx0j}WAp@Y*S;mzujDN~!9O{501uRt
zo(?nm*L!9Cy1IN2U6dDh^LY`+Fj5*9BXaFtRdO@`0P3uG=e5^$l>2N4Nz@Z2N#l0I
z$QKF%Fd<3DX2BV$b=xgm#Qr6U>PZcZk)b<C^2-bo7~^m*G1CW{26uYzfNZ=ouUhJ8
z@=F$SW3^sXs%Ig2IQAL+Yte7D%?>XITSeg=S#0m(k#|Ds5L_`kiv~G;-Os1@Yv*l8
z#ae_H>{juwY_3zxF|%i5I^l=Qw5d`!^cbqX9J-rY*X=Z!onePil_F(O+gaG*TL9!S
zCm9Dh#R9i;@2>@TlV87yjm`9PT1_9FJc}M(HVl5~pk2~87z#eMq?*5iygwt$V{Lio
zT;fZO@r1aW+?O~|I%6J{%V{@S*MW4ODrb)7&^FlaRxnjIkfb&nBN-Xa4l--ZJXNk<
zc)IfL-&fQuZDF$xrbTeBRJPsdGrI@)anCvJNY2Oq(fB&nz};sP#F*^OhCl9%WRvMz
zvv^udWth)6E{Kg9APi*l2g}g$gZI5FlvZS5%1B^x2<i<<yf9~WV=Fh_CyX5KC%#Yk
z&<3rhg?n?UHkRN+GG}&q0OKGMGCBI!ZKeD?7ne6SR}-{zT5ee~R4H}mXg@Ify!Eb6
zOP=1*x4xhgdns|{GmK~E>N?`BCyBL7JL~O3OuUxf8_Afu#M@W`NnW7#^!#WMQ^Y<Q
z)Vwz`#i&ChVo|y>%YaAc*YK(~H;ZK(Od~RG`AWAj6Weg_^r`N(Sud2_YFC$cmvVJ!
zA0dAhELi^l-#=Q+7k47u+IfxSlbwX+bLt0U^q>hY;b>(NNU64UGANCM01FU06O0ki
z)NS@=5s0IcaqE@`KTIg77im8+AbSk|0EKJl8up>#y-qD#Ol4W(>Ah9K2dE)|6b!E|
zgtkOBp#-r88BpWPX8HmT6*P9Rt(V(kxLmZRFDgU@g6-Y7XCvE=b6&%&{Agbi*paJf
z){A=tB_Wh9@Jo%Y!N%UZhf&3Na$HLrqoD)KC6o{uK|alq`OqY8i`Xq)ZG5>DG=ZdN
z07wvj1~?U!e<``VlHym-nAzZmAx8rw921Xveb%KV)QsjBqF2V`iFT>SPKQ6OP<B>w
z$h!gPI^*-8X0D!e{{XPxeW@ffg+mjg02k)NZd3Px<BGSc&u@Km5<@Y$P^lUnzD#kB
zfp(nZ)SQavDZ!X<2_1i459dG^Cb(3eeY9&3L9?@r`s9xOwCHBHn)znE0b(Q<027`$
z=t0T;bw_#FQ?WVxsk8u5MO?6J6}eNWqr4r$93TGxRRBe8=K1O5F6lG!k9vt%sm*$6
z(>xccG!LiT$6_)gk>v9T^AFwHq?X62Ij#cpPPnoq*-3|SRFHkv^ga5HaX_wA0&AH-
z8>NxX2UcQ#nXb)#%i$P9{IhFrGlPapV10k-rav#|VPvxKhM63(r=6}{sX1|#wv6$W
z^>+2`{P-7lk=jWKW@1SvsVAwR2hB9M614NVl1DjaZb>zxqv-d#-O#hKh3A#HRZM4b
z`?=3-^*)ui;SUI2c&7Ku0!Zyp67wWw`Rt$$<k!~v4uj!ehFUV*vTV3@{p`}?&2M5y
zMfUvY6Lu+h6XETrfb{mey=9vAWCmF{3ZAOIpnBJfc=F(QmtBWXicgb%)cL+uVt!_;
zo<I1k+N6?L=~6PFZKUI+c)i}H&vGs;8RK=%A2@z}#UUj3W&LezH0h0wop~+GTRs_z
z1x?G4cAlplI#vGw2Fa#>Xh?6!7c4(;?tWdzsQ&<X_WuAm;`(t;+}n0!?I$?xnq{7o
zulSx@No2CNVK8x%&)jPBc_or&-zyhyQgcltvCABj+}EXPx(%L}rNMWsz*+S_-A1kQ
zkXVp5_Z)rVXcoeFGs1S-hM#|~YHPmU(%MN?M@_)(Qr^Ee0C%nb01sS#;q1S=T>Z|m
z4vD5WgLJv~tg@_^cL9IaNHet*H}Ee6dYqbeg+6ad{{Wt!C*?qkdYm~G#_M?be4o3X
zab4D+-?)rTCz&Vyg<OaHecDb3dI01or@HKNzLd%e3Mi+>0d8Aozde5p&;*EI%PK}=
z&nNq**0%31jn$+Cai9H?s##b`dkn(T7r2oQa04Bw{o}X2bedLyc{Q^@(X#G8duK`n
zb{-t~yQpXpEEff*5uKh$L@|X?fI}0U*HLlt8^hP)4O3gvCbxGuM|5UFq;*{I!o0i0
z7WP^`n6{SDFPkCS&)?p-d9QA+Acop`S>v|^MyH~NIUrCgBhzoZWuUd}bLsjEEx(x?
z?{>rGSU1W5z&@PU)E8^vpAvX^WY#TpCyG?z4Wxo)R_tU8&OK|-zi0mdgw|S`#p7QQ
z$LB^#`xUz`S1Q=^TpqlSlzu*#`(i79FZXe${05N{XUv)(fj$!G(fzu^$;vL`Z%BES
zy_N7s;I-20x}KagFE{M#aSxK}zDf;&ae<a)&*ff^;;k3LULm&fwK!wBZN@#r{bIkM
zVa`XVHS@QQbT1S5LqeY0M!%BdNtt}P7ECk7x%z$?pi5Ji(Z6P?d`sYqJ$p>l%4)X=
zWH891$iO6Q3<g7S)Yp>V{2BOzr2VFCPfZr~)`tx|lE#rSCjcuG&VH5m@4^27Ha`K`
z8Gnq(%B}n=Tl|{e@m;==s#wXUYmltgcVD}ZcV9;K`q6OacRwiawB)pw<zu*xMS;SO
zaLu0KeFu8WuCvA(1-^sg3+*z++DNVBU;_dfS2<FBL0lcf@%P5kFD<nD<h#4K7fBvS
zjgA3s+4U67ibxtY7bxl(9AIbW$mclp6%izyo=L4OO8)y;zBAor<tJjO9RNHi0Cwmr
zwU6PJwI#5WPXb6r;Evlt9?kwBPy~9fjrARB_eQz9k})Qjg+%HAbHK?YjmH@IbM#vE
zYioTE$GSJzFPW|;wPt^{qo{Sr;Af!#5ymU#nW2*2XM$zhBy3fOp$7z1w)dBIo4(0B
zknb38EsErO;PXJNdmgu>&7)}&Tj~267=}Faw}krlKGo&X-rvtWw|{5^fZ5)DR$O%3
z^!BcYLf7ZK)6azO0g?;006y$80rO;M>3}*`4!@zD66i%7-)e!>6r3*AW88INk@cVv
z)aiQsS9cKDxm1Y;^d+`o{{V#pcOAK{U29#v&@Q68fJTik-9gK3=*J^(K8C!GyGxsm
zJ5=zsxVpGh)O65diE+%47RXjV?C0g6ENnKqJZY#}X%btDXqlM1D-zNw0?NDq7lF<?
zp7le-`t{tU^oY(FNWu0DWlsv2`eQZ4T3y^&+$Ghk?2$SjsKNaz{+(_8p?Iw%=>t5O
zEO{XH&ffn3odIKOOIyu44>A7$<KG^9nEwE0{#pM3z`u&QlzW45_J~v?Ic8o4-*7X=
z1$)MY@UL0b>|=G*5=e}!9yZ)NZdV`O#d4a~mu;t@((s@jeoee>Z0&An3!FXW{<#cc
zZzaH&_y}Hc-+_w3W@lpVOEKzCCc2xQ2IhB$D?rW0K5o^sW#MnK5|@Y?SvIO=cY@9Q
zD!t7Ba0V9;iTK)1-+b4p>HZ<pXVP2k(J{I~7-GbNP6^xy;|+}S{c4wq^bHazn$t_o
zt<91z+M>81F(G#rMjt0R`@EXOv+)C1*ufN#vpW-+NXG-FKfSb28=je{N32I`ZZyp}
zY1Y?i<nAP$>@m0i4s+dr^{zVkCGhQy%r_ECbdtZxzA~}-gOJJ_oC@u4b?a{s=sH{g
zp_fKe81tE9a;(J2?7uHOenPlCLr~MFguy-Z(n&AQm^;-U{hWSTph(HnR1<4)dlYd)
zET1#Tp;dzQW%sYFEiSw(FYhG3i=Ccad%kWI3h|}UF5<F{^^%PPq-guX?h03i+x#M_
zUify;O@SuSS`#;4FrvucH}^+CC==A_d~2rZy3VThi6V)1tZ3V?r$2Wm{EFgY@RYhP
zy8;vun^snTK2f`Cf>#@UTpwQ5Qr=s8h<?wi-idBEylb&`rzaa^<GnLix4P4`$YZ+^
zO%1$&J3`p^+n-)>iUxfJ7sZIJQS2s>qb|F5Om`?_!1;k9w=@rk&|4R=)%3I<Dcx}c
z2=d*z1a%$7e63>|c#<jB!ZnIpVA2&}+e#6)b7LU$fz3mx={_XXV}j-@6}5#?AlYt6
zQ=gQ%89X<71<H@8d_knkd#>1Oo*&U}ZWWb_O1l<#o$<8gxF|+@*OGXPz&{Z*xaGdM
zx4xPgCN3V`V)=e-u6DCOTImmnJXdSsSZuT_<u}j;{nBB>AL2~+$MF7D<l4u@ABa+1
zOJy#%Fi2RY*uF)`;PHTeIzX;Ns95THTta(mCtoq2&XLdF8@C<Y@%1%^V*#eVw}|<3
zZA5ftkx|>`WzH1mz7I<JD@&ToNbpQj`10l%rn%4ANM*ybe9Pt>50nF*I@g2vt6$U^
zqSMpJw^)gg8$wiJvY;Gy13CKB8awX^Y8rFt6X~k2_NR&0cKzdQxXDxVVU%(0*10Rm
z{59eILf&mWHm?+J@=I*z<qUJcka9MTa&k^8PY3IgM9n4DtZF`AE?CoJ7wB2G{o$Xz
zUXO3#TW=TZQR<qM5!<MXA!GR$ViUSX@7y110ONE$UiV(qE=pM=$0BbqTW)D1j5i>&
zWT+p^=BB#Wyfq@Nt-grX*S3$cOOWj{OON5fQMJeOuKxf~&@>-~`oy=|HSN8{k&Sb3
z3%EOmO6@%N+B)-Ied0eC_;XX!t}L|Z))^&mM8vr~{Mo_IKR@@V5q9sy9wpQfv?ez*
zMdhrqNWq5LKZoW$M?Wy>`BeS|i7hYgSH|()##_tT_Em44j{VHiL&A_T*09X?r%eZ~
zw$GfT&AaCQB?xi(`qhj5e^k<J7S}~F-P^)TPcV>~0;tE7{Pi7jGtcS_e}#S>__J5m
zPlz<jbvk5s&2H^;AXX{eNY4IH;ZJ_m>ZidzDe%s)+HR+DZq^q`=OkPA2+(v>uo1hr
zJo?v;cwgdnyQkh;3zrL}L^ev8&PQCHer6tn73~A!R+V$6>Z0SwmilN}E!6I}ZoeyS
zlauZTC!WTToy`9L9N1W1X}18z3ADFa;xN9|FPtDF8+!AO^~{+(dt;_Tn!G7(XLD-s
zCDJf$=Woo+Mm>6aSC@<L8D84lS<DQKomM~tDyKgx@TZ@xdLE@8#QVJp+UHt^DD9pW
zk~IoE#E3TC&H?#X=HPLWOb!=J8YZ7~7E6Ujwf*0k5!yD+e|YGpr$3;tP0_q*ty@iX
zr|E$%^y`I2kzic9sNfJ=b2^p;`yahtBKm9Jg|XA^l1ZQ-%Q8uXZQjj~(A6~8bvsbD
z(9H118u?{2gN}p}pc)FX=>9YDMwzVnmP>G8WL@RtiJ87$Rye>PDLi1FKiaNqN!22-
ziVaR#Zf_-wzSM7-7d&nugK>_dCz^MMv<dY~f40u?TfrG1yD0tQsK&s1ZX9HfO6Fs=
zjB0NRU5KIiw#bZ5WAxqAryTJ>9hCki7Smn%tR{ty0;B9Q9yZ`FK)>Gg6`gS|xpM&4
zH0y67-)RC&?%%fszV`*!_^>n0a*)RavqrGXhW-_m2HfX`CpbCvAXBvoQ_g#Ea*3R5
zBq?uFq_7wqU{D7^r(5`b8$i?Ql1HgC<$ScnYBBs$5KDaq2d!0#{yS(Su!cpHvy~fn
zjD~OE?6rd@+2$(fRvoIKt{WtQf<`hwGAaop2&lo;w~XLtBb;FI)`6a#9sS;tEi5cR
zPqh4l_!pnzZQj4dQd@YJ!<NtXDfHO<$rvn`7W=nuEJGJl#{-eGKU(0duQgvSBZ}qx
zpu#m$cLin#XxiKWd8f6*%F3n~lxhC}FeC(KP~Ua7@WhiqtbH}%Zv;!@w@pQ%BFj#W
zR$EdGaRmqEF09JHV?1@@vOIO*IdrXZ$6WBnl=h@qi-;q)Mn{p=&L%}(fPPpU*O2M{
zF!3grY?0dSM7mSud2i6E&RAu*&roquU;Ie%)#cMmCb@Mao>_oO7%P~`<wGb00!L#&
ztj@2*pAzqN7}r+P1aN8+5%#N(EE$RIlEBtBpYc1y4IJ=l*Cyb|q^z4qnZK~e#|F6#
z7UITB<r>SMB%YkA?*992^!jt&y-QNK_<7;fhWo-7C+#i<_L@I5qlL*--MiQC13(-0
zmi{d92ZAEgH3;L<^xrhx-Maq($Hm|+k>(aWVR&CaI(DxD)nbMXQsUO!m$!~)5h!iM
zDQ*UN=Nuk7*FiqB;+=NheOB)JMuI1fDHJw7_TmUd#z4Wz>&<LhS@;rP4qoc|jpMGY
z@ITqDfy#+hg04r*NM+}qnCn1nV`#T`wwk<l+6DVV3lhdgRtQjJpE5s~5!$w9@OoT8
z?P)l?GRV*NgpXpM_f&OL`FdAZ@b1O0{1dEAa;YRX(h(lz8B!24bByDW#bphCM$x|6
zr(8pCaO$Wxe+%Q4QS0eI8`jz{hddu-lio_dZ)M>bx&HuouR*rGn@aFRmtGoA97(AN
zOzXLP!~3xb`@0D0%xmMlWNNd;751l%&Ik+6<sPJV&%Jv-jeV@i;fqZ_O1>*%Vobp^
z{GsuNbsd-*1kp#vkEUrFOG9G_lWfl-7yIiZhvsbhWc02F!9E1lymx--1fEneozqO;
zF&XQD)SC9M_&}~T>HfhT^rB~sG_I|^itgmO=sg8>Lr>9sF|0x1j|oR0)opD<$#~y1
z5d-pq<D)iy=rn@j>Aw&BKjGQVk)<~KlDp-&xWgy|v}^t1e*y1Sd_cNChHbpN?bBaQ
zzjaSc^0)wT_?*`MiKpnAJ=$LDn!nmzqZbc0?VmAhWw|?7JwBXNelWbzFN4dZ`7VhW
zWs$fAk96ZM-GL{PXe9ZY#d^i0x@Xy>k)GmTy}0ojukb4W01@fQsJ<WR5O}j#{?ECQ
z-YBii%^uJY2=ET=y-#%&kFMG1>EaJI?sj`s$D6b^N$eMn0rjbGZuI>k*xYzt`K^5N
zRncT8C`Q&9#_^x!OtS8SrfS-+j82`Q-Y~V2=-b6K_$pP7(VTY2QaV@J8V|z#TjA!H
z1b4UbPYuMMJc<BF$3-|i5WcnXXM+4utl0Rb!%@*zC@w4&+6atc<7O$e?+1gC+}F|?
zXT&X2Qu}ZGC3g1`*@fE_cIms#`Evd6y~ih|B4u;Wylbgk+xV*b^ICP7K#H*iI2$pz
z9E@kJeDf+xERyO;9_W11Nyo}EbA$Pc_fHz?Evoo;N|sGAp-bzDZL=`}<Bk^%9&y~K
zIUa;poaw6CbhrNiX1Eeq+eFeX-h9H~DC5(DGHH~Fyd&YAQ{oSbQo<HXHbo3bOss08
zVO0-brF{n{?Dc7>Yi%!xwf2HAm@!2O-}3(ebg>{0Y*z#D6HFTCiuEma>PaFRWwDcZ
zZ<a8`@^jZ1;8(dKc$ZUnb<3~a&8mXdsO_{tXs0VAhm1P`oO^*tmi0L+4}~5C_<yRl
zv2m=nqa~uT7V-rEHZlVNoyVa1=hD7?@&2n}u4)%Lz-eZ@nm_{M5ZlH%RT&>KBDzl=
z_=fgx6J1_itanz*%@h%?+`NH#m!?XNocmXh&pZ!t6t;@XkOP8A$?xBgX_S{zAD&1H
z$m$fzIPM7qleBjK03xTlyCN8DVe)p{ZXSFpQKb$;eC$AG+IU=niu64wSa@kpwFC!N
zm6^6jEI~^8y8<@^JvpumTf4Kl)GixOwKjI|Cgp{W;~D-X2e8j-22i-3=Hgbny3CIz
zL1q}q10Au*;-s^-xVYZ2;bSA`b{qgb{{X_EmE~kXBkoW>QIK)%j@0;W9thk-qc6d8
z)C1EUf$KoX?h-hrXyRh(rx_z0k8W#D>eOiWR^?|)q>?p}j6{VXo>L@ydR92bM&Xg)
z98~Q*lS3R2f+E~ho}hKd(~c+uV&_;@h3#x3@}gs${{TKKIUd+pOPqb7++c0~9=smh
z`c)Cnd{?6UHPpNzr0Wu2c&-PyF)BT(1q~ZWuB4-b&@$w1?Ldz?s~>8dBSwv}9aULZ
zfI{@o<ImQ*KN{*9CZ*!7PW!`_M#D{>eeqi}2HD3TGUMgloMW|M-&kB}@`$Iw+^WHp
z<w#%;Us0ZD7|5oQ+Gy`>SVr-<WWmW&rz5Xg`fATt()?NA3+v5fBmI&s&Pg6%!vVto
z02VspzG|`4-uTP5M2JMCiICuQ;C?mO_!m~OhIuqCN&@iTov9>a=SdF(ukiZNCRn}D
zo@+?%w22MP<dWqMb0Lpz6;v-DjdnU3+0S;r+7QouJYVY`7vBp10I;o(nDyL7K*er&
zTT#$#uiL}-5_xw~H<bY?gV!Ed-PAZIn(XzLy@*YwTH7o>M$NuTDmaLJ-0k4xa876?
zvV-XnT}vI#kF_i#n8)O^mT;q{cmVUwb`hNd!o?!gZKk-k3X5*BoI9+1H#oo~=O-1y
z9adc_E$wcT<hz}c;ye{~!Q31b>5;%Z=dE>8UBz{5_foqjlBdgG;rrYJgTTk7B2Ojp
zE{yt}`f3_fDQyk2iA)Yz*;QNbDPI27m*OvpTE(`a@JDVJVO}N#?g4SioM7Z<IW^mA
zJ|NO`TWLhwr@pw^<U*VRyS{9D5OdFQUPE<hrQT|?-rvV}98!kdZUzFmKPeI~%d~U=
znq{Jlo+CFGR~o`xO>L-30cHxWjD7RmZ~?C0M7+`bN25t+eFI$I2Hhc3%N6^r^A*T$
znC)I&1(nV2ux+%6h0`OSElQ>tRQDfr@z>V6-wgOe#TwU(;M26oT-=x5?GNseK;(eV
z6?%RL-hs1ibU7xw^DN+ar;vT0?DFkb>$vsk2p_F<w~DAEv%P{VSGiA`8CibtQSxmZ
za69*{zZSLbn<Rb~(~?Ow`+|^u@lNQ*KKX2506KH%Yk}4@=zKqQ4wdm58Q$^)Ss}W&
zed0*u`Ij%jBy{JdC?uQvXT#C!5$QKjK&8i&)5xJ!8L`W-A9tru#=74P>v~RssvS~0
zf9*S1Wpz*rvU$5ot1DyXRnA8pg;MZtx8VzTb;;$jGf!=A8(NmyqD+P)IVw*W9mjg%
zr}(3HGcWu}wB3M$LqtjZ7!}0;dQZd&th`BQE~jX!mM}zyRp2t8nZ8v#^OMN0D!A|m
zjW3~&?i~*C;b25^g)Ut{`2hf)g9EMwb@u)~_;Y`5A=P|2KA$U)9!n|9C;jm!Z((0R
z=-(TB4R55Wj_E|U>#`-2<ZYm1h3${8G=o%pYjfd^YetQ3E+KgC6tH;8va}-~dE0=b
zdJ|F0tE`$|*{&pEI-<mp!W2eOe-w??n!RJ<cf`}I*-N8%WXddWBrkn*%a1+Rks2TF
zFH`;F{?A_}(RA}M7c)YQ7>;)v!NKyEc27Kvw<jE8nM=&4e>KEO3Z=xXv%(#LIA5C}
zfTNDpodh=*C&`6b@$+pT=dE{s3$Tk<)_%aiwSzH@ox-!EdtHec7|$PuY2F-Jbt{z8
zwA*-I=rfpvgg(V@ySHfhh|kSH7Opgl%{#&N#_qvw#-;v~ZH3)6#4EWAG@SyYka3Q<
zuYLGs@bXA(EwxQj$NMBn`^cbX25FSwmv-v0jk)=~PCC~`;NJ-w381yQG3r{p3$<0U
z_ST90=l=5!$T+WQw9|gkaQ0F=Oo@pu<!`+!e+qHYdyqH-0+r0%j|%v!q-*#77Lw~p
zyK7h%agN#)3+F1InfG<WbB_FGzHQO`J>aXa2~Q@ctHWiii;=(0^AD2<9TGGjy=FPx
zkGscu`<KTzhFKms_W4Qswd3Xg0QFbK+U}F2Xg(yKZCWVjj`BrlZT7bAz^HZmxz7fK
zII~+ov-p3Y$#m9QOujL=SdpR^Kj_Jmoy5k#keqzE`Hg2n_tvo8Yuc`vX#i&P7TO4c
zutG@4Wy!^B_^!^&z_-xe>9?xZI+RH)X~Rm2$`6*?dSf-_8qbYxbqzFWc4%#&EZc^1
zN}u7+q3$V^W9ypT)}eNMtGT4NjOHNc1$e>WckQ1_=cuBBf{G}h0*WZ00<^4I?K5>E
zH<aM7DsbaGfZaP*a;q^4pptq4T{L=~&Y%{-nqRTS5{5`48Q6oCZdmc_&*4BDCs|Js
z*x2}bD`@Q<F&viwXL>G5m-IRGsXQ2L?EFsltv2XDbOoFDZN>`{rw5GSS2d=cHYw({
zz6>I{8&Xm*QBNVeduO$D_BNgv((dtfs4VP}F<&J7jhyh#qm%8CK#kV%pwjNHC6e9a
zzDbHA$G9UxGB<5ukDHD`?N@bw9$LwCbp1xj5*br-p1(KnoUcDhqo8=!E1g_h_=PRn
z#A9NyELT6>Z|RXyc*DVGK))J}oe$cyTl5oVJ*riDvJKfI*N&fs0xkHJzSXANXgXGo
zw$RKs37TIvS8%(R{naOd`q!Sx;T?83l68Pd8+S)jj&MQrHR;|R(=2T?i0^D}7{N1b
zX-~?1e70aXIqzHgo~r~Fa$ZOKnB)7)5nrDpugo^{>M`rZ0dvFbw2u)$&v~ZX&i+Ff
z<Y<9l4|OGaj+yORnzw^>{Vi?v3*v~EEHK-)6n6Qx5I`zP&N#<<>}~bwuI;|Xr(UXW
zP&~PABaO)?k3?giTEn}#*L2yRP1Us-TG}-I^mj?;geUIg5_bdqEToDCbCCF7R+d=>
zwWD3Cs}NA&4ZIxg0GxYcJ&klaH^XgG>D=o70O%q&3Q@3F<Y%$qR^6_%WpR0L1&UkV
zeV;7bzjprs@D1N5KAElSj}zZTsS60&TOTn<NhME{VdG}+p~mji3hXD+bzctJGHGiA
z*^DblvJ)rMZ>RTxuG>xUMURQJ89pElQsmoda|?5Bt_W5eRfsLf#_WzdR~7#N2<4ug
zqhH-!-k&;Mim>fG<-S)1zE&!6xaZQP@Gpw4d^;HM)}?PNTk2OR_ff~W+0-yrWaWlB
z4&5jb)ye+=2seg5)2FyHPNYfpd8AYmL{3KtaOZI3U}GHxWB8NBz8cglFRwKFSZ&_s
z5j<*#A{BFniI>!4KD^Xl7BoKxjeR8W`Zn#WA&Njudr!)nO1R{Za;!7Qy?9=^Z5nF}
zYLN^gs<4D|anyn9iUA|P@aCsw7Lg71sVqW7+#-2NZ{8<7kM@TZjX#Wj->T27eVn9)
zgm&>pR~Q781#$A@)OGwTkJN6Aa!X?pFWJ%ZnOren;mPaLwC&v4LuYBH+l#BqoJ$;?
zNZvM-037jx4o|HGSoA5bt}is(Y5cfe<L=GBY>o3CRRa3fMvLREbK%YFTIo`jmNo^}
zVU=7Q?OsV7an~8^TrJ(T&X;u7R`WTz<IG5us8T*`XQ?CUUZ3HMp9S9O3vJ?kCTT>U
zDZGtID*ph)Ln~x++i3=Y5LxN)_^F}P@AVe47gtQ+GRWUEHvUQZ0%wfl0~JG1_;`_^
z7Ba~+@y&^eb-_&Yun?rTBZ7J6uHEZ;$Au@C!d@GeJwnk&M6#hQ1LcB}N`)g8p?Bg~
zbjdWiVzDA(i}v}Y`R&Y&_Zl(Td-8hF8kt)CvT37Gw1Uvgbp?z?=5o;>H~^ewom?Hj
z^x~UqH;FCoAkeh!N$kGGh_|UCIk$Qb;=uK<Y50HPuLIu6b8F(etE>B{Bv~V!pBvDw
zaH*W_-=2B=GgW>qw}dq9KG#g}MwlM@NpkNanIFr>2trR8Kb9yJ`W_i}iJ{s{F_s&=
zFh;kT{K8K1%w$|IQ=PTa=y&!p!y#ExPqe?C6dC^jfd2p%-kmXAHmCL$l`eI7<y)D+
zX@A~dm6z0ZHRwJS_+orrq|2yU$2GhPe|I9s{5|<%Hv%XdIX@71PVP3AO+QWYRfJ*G
zy0#qr%;<6eL!4v!R#uUw>UQmQWR`0r?4$=EI+gpZySD}Bw>9nB)#aX-a|+t(i+OPz
zaX|k7b<uXN6iTR9Z%(<cA6(a)P5X78p<y4*z9hJ{V2rZ>K;4jfaB<vspe}PdSBB6{
zXxfd++I_9sIOJqiRg;EZI{yH=PaUh;d^_-`!O0MhSBb7}BhSvVut)dffHCb}f1(==
zUq_WZMGh4q2&JU*{KnjTzL_NC<w^elckb7hwyCUGTZ<U=8Bj*-tr9zpxZ|$_2hbc)
z2XEs$Eic1bmByc;Tql-MOwjVr78~UWFYz9K3g)c*Pc6N&+anN;hAE?zv%>M@5tRfS
zlgoWFxHXq7vR&ygEUl4gGwve=w#|c_XD18}Nyj7#f%R#|MVhUmx`lO!unb4>e8q?)
zV>lv#jz8H8D;5s%Imie|bRM5F;Qec;@Jd_Q>o$7xTbs4CxLFb+;d8L$eAxTL8Lk<M
zx^HGCQpa|Cj0_Ncdgt)>r@?n~ZJ#1WO!WZpexsqF54$x_80h{cg|D=aGR7TN^T@fj
zmul>12NEid3b!Fh@Aa<~@g||C=w26;M{^2lQ@pXnqCL#<1GF&y?s??bklFZ`QM4Xq
z+&*~wt0Brdk^R>l2>MoC_08V1a3(~SQiuT<-M5l@fzu?OXc9;N()|AbqKYU0r33@W
z&jyl;04So004Sp*el$=4MHEm0MJ@^aDJTG<iYNf0iYNf0iYNid+Z|s3?I7Uv;<`yZ
zQF$(jruciyNbKw<d#2hxd8Tvs-H%<Vg;Cp+-np94u+p^+PUah1C>}{CBqjmD$5Wn|
z9nWe2>b0*A_={7R>XB*Eh#5x0cI1KFE_2OvUI_SCf8s4)?3%m%iYP#7kaI6M!sDPP
zJ^8Mp-@=-XnKH#TuO-{bw}3x|a1H=0!yde5y%tXq>0S)67CIs;+|G8FY~-=-a&!1l
zMf)Ay#rKCkAL#MeSVp$%8vLlZ%eSi@=DtSp_m8zN6W_}Uzn5&Sz+V3VjcWMtv)=i7
zj<dG^0A}Za1}Zmv*ep2DwRsDG7=g&o){x?c(M1%>3M<?+j{;fg@O`4}yq7{eoHHm4
z-^23tA6n(LABXznuJ@1;D15OFNMZgo3g$+Ms%aW^sFrvlH&H(1Vuo1>^}}HR9lG;f
zE#Hl7bt{VvM(r9?Wc!u|8;1%&C%4LeVO$0Ng{x_UeeJtOpWf;}F<Ftw@sd#Bk&b}>
z06GBdAqP;p7uPX)aVdG93xo*YFz3J0mK&1<(A*C4f8;vj+F2dh-HR4EIq&tWQQfzi
zW|Nmu@()S^$E9kd0q6RC-}ftmp8Lw4cxH=w1BFA-VzsB&Z*Cw^_9R3G&zCqp#~{`u
zvRF?Q#L}b3I~4NvmD{)voE77P*FL|E0A@)e%Ejb4C)Sabmm7f@85#67yJg|6Qts4h
zGRO8?9Dr_T`6K81r1IbJ9M!8ylS*ZuN4Gb#f<U;IGE@H9q3`b5`g1_bHaY^0IdAW+
z%p;t=%)%(!o;D~`AwQ*6xA4^8+4E~Rj3Tp(C3C~c&KCgm40;p)0N1Y1Nzg9t=Kj>y
z-|ZJt58dxMU-%FEzP&%YP<YCCFXOtmicj3>Xqo>2rk4^hTz|k5KaB#p(|BLTo*UD=
zC@rONYjBIQRX|Iz&jotqf0JBA_rxtiOQ&r<6pjqxM4-E4+~f{x&nZ<|*eZg|P5>QA
zpe$)>nzi1qarTSCyMVw7Fa>6SNdOF!PBF+3NK}L;0kOe9S|d`<0A1bj>yBs{`d#qK
z<~uJ2=(g7Dl}kv}0(!9j025tKt>b$r?B@Fu@0uUovi;H+@CQEi<i84T#NGqa<%gm#
zm%IJb{Wzw0@5A?6)G%CWgvWVnJae>RwuyE&>;v!UeQ6k5Q`ofqI@|pl=l=jx8QQ(~
zvCA>{Cp^@G$~&F@VlK#j^7YR+{Hq^G)ox|DOKX@`8-#@<nPY9s9`Cxj?%3xQ+1add
z*}R`|-|p`A>VA}jGf!yk{{YeB`4K)}m!PUT=<_Y+{{VM)`TZ(AHtsz}d8M-ZlKiU8
z_gP0780>MJ_oy%CkL>UKX}P0s<)5Vhd}Z-(LYV2=XN)W#a@)%#z1x4!J<J4PuYQCd
zsIQ!S)=Pmn3%Of<2i?wd+qHX_iu_}$>GxXqfEkhtN#ty^fJr3*0I|-|$mw1ku@PA&
zEUp|4qa6l!XP%>sel<qu^*@Fd@oE>>CTJ5eE@PJgN|rqH-yZeoH{$ABpDI+?h}&dk
z`M>(#jd*{DJVic@4EFGa22vQaHaOrBT`q^MYPZwg-$`=OS#0vi2j@F}VS%2*mY_`;
z9y6Ory1bfOJ)&r25S_hTC?%Nv3EQ7)%975@Sh`fw6hJn7!OvF500Ey))r8A6&Dll$
z<g&?ugVmV!KIXb_4MKF^6<b;AND%pkDHXqj<cuH0P%_=$f$yz!{{XhbI!i8jgk>Bq
zIXE@X+uccXG!`0^`)!24zI$VXk~!z5e;WEX$C?Gah>~g7s&3}_kykmB)pm@GSIt_I
z*d@cIh>=xTj7g8keLeZ06S?UN;B6Kd<DKr_NSLs9VyF>RZZD3w1J<}LPgJ(LHum-w
zq6=G1-e3ImaK|N`hjIYv)3poY4Pcp)JB_PwHn<^hRCeT4S6VIQlUuCq8nokZ8@}!U
zJf5BVW`Hy$wzap?h3SRmitRQlm-~{h`#oz43FeIXQSKX$J3jZ|Yr52Jqta|6np=M@
z9dQfyB(L6D<s?hJBIC)PEt%L(^z`RHS^(}ey=%v>rQK;(`ij8}>+`F+qwW6yXB|JC
zSkNMl3rm|#YS~4`cdf&gW-b2LZJ7OQ&F(Jbzqm%1aYe>J=Z@yR7RK&b>`&Ny*>IoT
zZa>*y!`6U0iM35O%gcr`+dQU!;TxTM?f(F4{{Y#n-v?P+>OL#b68_;aCBt0G1F^yp
zox8h}$4;5AI=Z*j-tt(k?b$D(DC}7L$_nmP3+O@3cUo-n>9Skh*~OXFyxAN0xBmdM
zK#RW=?B~-j<kQW$lGa<HJVigdje$w^BD%i}{3+3VQ=&(z&OXm1#JdD`CKVkc+0*ej
zt`EgNGP>4o8rJUKC~(Un%<9i1O1+~ha5MZ|R6p>Sc#FdEMRBCxG?v#uGb4|eJw9Kk
zpf#}n02FvG9RpW}<5!t(bosw_hSY6f%lB2(@&O&je+tCAmea#GnX`@B8;)0b4Yf!2
zYQC%D=Di1Ev&y8Ena?A4-duW8=?74n()(7rxg`Mo;y62<PdQxif$2cam+?-RT@h|%
z+A)&KSbkl2uIoXzwbV6JtJ~ej_9+w_ow#08ou~jPLD#;moB}}HN2#w6)z;QeDr;L=
zEzI1mR|x6=8Bz7FqeZcWtj(S5h+}BCe2t&HbKCp037Xy_h8d@Z{{T(X;g`&oM{{h=
z^C{(cBa8!#*F9#pwopy>8)&8TGFsN*H|<yXRE@`$<2-b&>nN|37_BYRNe0zb$70x3
z8@ikk#ah<%9}(#~jitV|n5BsC+P`~hjlR7y4>SRvYO`n-HxFqakW5V!rcb>h76rE|
zpFj%MedmewN!)3+7i7hGwRWnV>$@9Q=D@+vYUmE751lL*yQH_-x8(cP1oro=V!W|4
zTSph&WZRSd=KA~41>XzklIcx&ZEn&`1xW*tyI8JIat1Th*DvB54Jow<?V;7}T_PtY
zC3jUA2k-JE>DszYKjBWlf1*j^CU~c{j5LadLRv*5b2<-{wmP+Ouc16Md92pP89qbi
z61zYdX8C%1PzS7Q9vjhhp95*-^=JkCg}G>2M%v99pP5SXdi3woye8V!$n&R#rG=Zy
z1U3%y(;xkQE75e#H%q>D(x%imTkqb?6<5no;a>Uw01D;W)*F3dOB*pQ<&5v;LnAK5
zXTbUKjBtDUb3oD9ct=9J)O5y_$ry&hXAA}zl}|f&4*4IEt&6tt4BCa(t#vrk^q4Ko
z8>HiKax$BG?j(A8R$acQpm;jd?2ukZd8))nm&)Jdht6A&Hpp?p{#;iN;%#$K*6v#F
zS;yJr8x;_+QmDrpl=m6xeW(#fQ`9H9QDC<-Tt<#cm(L*MXbbJ{TGsv()bAW!tTM%I
z8O+mM#;}D8%MuxzI3CzPoh;Mc-Dp<#5?$ir7F9^dWtFgUjI0OE#{drh05)r?Pl-{b
zvqdJ3mq_37@f6P60V+`PK4Kd=Ip}!jGz_x09t62)=UqbU&r-3+w*d&;8*i5UfyOxE
zvSfQJ-9|tzlTWjDXZtisvumi@B*(5m>OE_YwXyp}l$UnUq|<I6D3fWAEr1m=3D4HO
zgTtN;xbZKDW*#JDv-?A<G9cf)s)Yy+FuT1$>p-?SZ6e1<(p&AC=xt%{VtGoZF-0oj
zkDA%%E6+aF$#{!WveqY(`^}KKEF(ohu@^a2$-(vYuSxO8hAuoP9_H2)YY^U#7S<~w
z$lFJl&9snuZmy5Pso^gecxik$ACaJHZ4-HO$PAIlySA{99G{`}pfA+(Ju6<0S*4cl
z#%r4debb0o2UUE1&BGw6$A0zR=sq{G@Rpr@cKU7P@Lo18%+96aWjMsSIbcAl*FGB5
zyer}vG<(#IF11+WWtH4IY>$>Hj=8|x4<fnkPgU^O+cBvdo9ST$Pc639Slw7`D2?(Q
z^Pcnp%tfkR4N0ZYZI0{KX+$i!^2@P1QwJM=yOG+m?4^iIZM6jZHO~C`?!Pi^UKekz
zdtIl8qFoaGZuMt}Pm^P`(WGKP7v>4Ma0Y!ozLmp&W_S+xUr!vjn{CrAGt92p-Gci<
zbDo3d=771*gRNgiV0f-2f)HLZ0F7IpywYHC^yK>YtZh=;SBRqO5dn}kln6(l`IGq*
zT6S@3(^$N^cBW;H-aUpTm4OQ9X4O{51Rrl|jtF%tE9j-Qk(NcrnK{W_<#%mu+#REe
z24}%<BzHp6dHk_FSl#!RVNlDG4+GcGRi6)A%Xz4aNR&G9BN5qS8RK`aLMuB{jfKIT
zr1MO~v1K1FbI4Pkaa$7EY1&qq4di;1%c)K>Ac+e3YI<*d-^J)T9+V7=RM%nD@77r@
zP+KTP*|Z1Ry?$YXll7--2Tk(fT`TuW<(NX{S(O-ZnL8hB)is)3cT*E;b7o1I71%1P
z5yJ2W)h8GgwW?`)BkKvGXrlI8fiZ$cpJ4ziZOSSPkO1%6fgEzHNZ}(=S+D>cl53-b
zL}xL?))%cS5Eumjard^d821^eJX@yQXquyF*7CH^Y%wdHxD4FwP@@1YdG{yMxu%|H
zPc7tTUqVSAl><F49a`T?((WwZMv}v9o@`UNG8J++A~c0YKLK2ZnWo9&4O8sxI*BJF
zw65VooMe&@-UFu}%B$IH7f{awT)*03w;v=^mXa_4zyV3XBcl3L*A1dFyw(z2MLQw=
z*+nYM{1s9U3I=-T+JO(%v<J2E1ezX{=TRk<VQ7ZqAYcf<9-Ti5)Ym)#;=KYmpHZ=R
zl1RMl5~YV`$Ok+c!m@oz$;i`?nVCaxjY~R=^aN)ghg$BNS-qb^TPvMD@_XQo7oR(^
zP0ZhT7CAWd=|CQBYjbsKUTa4&w%x2pU8Ilej+Jvp(q`7LR>lLh-vATP9E|7aGJgv7
z?}fe>wYAl5uDoZbq`G0YI4oB_W<x1f=WZ}THQ1Q^7jdYgcymS;awg>7lJ1Y{z=6s3
zpjRyTF5gMebUVKb-_DHfy{2sCPVuzy{5)d36HU<}vb<^aMhgnc(L(Q(QsCe_e|1M*
zde^M@meXFf)85xXc%3dAbHdT6a?Quee&NTzHRoElg>SUI3I5vh%R01R5ZQ%tcI*WA
z=72-3d|z+j$?w0jZC3hQqE+taV%=95MI&en{3L>Z3aQ~;J5JSg_K#JWtYfw!MT`=}
zlEc5$j(gV`1)TH9VgMoQ^PQvhuXpg*f#<b0+T50M#TC2^W=Grm=)l}$2evx$Jt!MJ
z0$3#Q-IN1NxM?pn*;Xr6gzbE8+rC0O3iE%6y3%-dYo7|~_l9ULNNbjcP0q)o2^{r2
zbm?1OKh(9&2I}8bwtz<0&>*m5oJAJiP$}bn4>jS|ns3?K4O3YtZRC*U9hkfElbyVe
z#DZugBF+7R*{WaZdXmd-@u>y(BND$Z-K2cj$4^gc+131UeW*RC557BCJhH1As+{x~
z9RU7ysjMckt-)`iczVf<dW4F}X&BzYRa8f}kB}axoMx?^KTPnwr0J<z9XD5u2xN`f
znMOL28+Xs^x7X#MX9hJN5KDNmm1mHr$r(|At<xhI$GNPD>~A5FVV>BdyKM&t48-&Y
z?*3J&cj8;)6Y2VUn|m$URTwUD(6f=dKaUk}N^M)kdc~!SKH(Wss23^%f3xr0`~DOR
z>byIm>l!W8^2cUwouGC_0Y}cjrq2Cyk@T+9!h^*Y-)sKf4FN@sgl&<zU2qjwuI!Gz
zI{H_z{4?-IyQwyzq=mOSlDW9t@@ylZkL4NQb-=DS$3G1`LE!yuZEt2<`R2BB43Tbk
zJJ{ttww`&$1q594pAhQzT8@!4cUJ5nibs1nTbvXdSbUr@>N&46xw)~tw(_B0DW*-~
zQw6ui3WZ=h5Hdcs>F|6t@eRp+F8+2+J}ebNc?@{nfz`dMxwZYCb!)pzi>n!8g<~FC
zq=ym$4(-a{=dA;}Igfy_Yt1&MOPIVm@fE$?zatZXFmarL$EFQ-9y|E2Y2ptPq&iL7
z!J}!aVpm_gI|a+*{goXnit+ydi?y!`=@Ix7O@>PVBJ!`KVhc!5AY^yOdiKUE!Y(au
zW5g1tF!8l;O78ixah|!P7QUv%{=XIezb2~oq3zhRrMWl(2*xry_wUVDK7FnE)9vMJ
zVDhd@Fv5l$2ih=5&KtEiPqZlZ^1|sf*AKBH1F-wWivf>n^v@4oX*w;#E~{xY&?9-R
zCf0TT0A+V|B%a=s$~?CA!&frAw~;Y%3eLpih|UxqIu6*Zws)2HNX41DmN`F(HSNA2
z@fEN3W#pD|rJS?x4Qn7(BYzvCY%4Z7Bk->?)vojjY?d852?gJrUP;{W%12BSp1k&;
z5zY)`XNnFoLXt*!%}WA8@~Y1#mYL<SPaXPqu8&&PbbE;7w9~CJmf=!4WhZ$+GIwp;
z$zpqSpl2;z4u=)I(cDEm9%k*hll!>I{+%nSyp>fn{X*MEk)}mO-ouRJ<>Mdt@ve3C
zTML-(1<kXi%&+nonEa&mCnx6TwE`;K=}4FD1KfhDuI}M;wN-L5GCK6En`mxsZexno
zT1n(!5HH>=PZ<1YpU;X%f>2S=>~Zd=zr9A1$rt*zDsm1-2P3CFXc_3bkA|hPvbMOt
zpY1W+sriCtV#|VKMmaly;|D$Kl)uuhQr0V^X=hNRFl1m+SH2E#we&`pEcc!e()9-m
ze%DHt>~{j&)p`Nfcs<X2_OCejfv4N)6I<Wf3FEm|SmcUE-kU(q30^QyZuvA4nZo#M
z#3|wXv2xZ>-D4;BgD0m0({6h4OqTZ1CDZi?(Gqhj+)g7H3QVVHQJf8+e4@2{acQ87
z>wRa#CuX0jMdt_!`R(N#OA`*jH!J?h7_KC-AOd;}59dJ7Yi|<idX4Y)hNA<l5=yej
zN66A`UCO(?d*{?w&@FFusdzrl*Uz|npOQtmw}i9q#(F5^V}p~9_3+)akq21r%!c13
zilG4K93FV<*V?_0MEH@ZPUPM!(ku~d4uOispkoDBJY&5Cv~PIN!?)LRTgxGM%P+{p
z>|PEt&lo5B-t|Yp+Jb0$ec7FEFaFUXjTHx+iU-Q4a{xZ}cMoA)CZponkWFb6(p^OT
z7Gha;H{M(~HPq>zE19$?tTZX1(~L~sdH{AG?zVVg{?}tb&J)FttxbN{T8u_CpYCI6
z1y{ez(z#{1xL6w1WpN9g%@|{}k=%}i*Q07)6Vz`bj(e&6+q01*o5Mwn{H(iIBpl<~
zurGWgd1)GmrCW*Iw%B7<-pajMM{)F^cR8C|tBWg$?(HOKriFteslfzvBEIDC2gNV#
zzYDCol5W&(lzFl?)k!(q$GBcje+u}&M7x_$xHoayeWc@RoFA2sLJkPewkzlj155EX
zwW0q2X|9!Z6mgOm`3^o%Gr<6E6beVRY5qIVr;g_7ZEfyhj^OT+KbmY4!7H8HN3~wK
z@lS+rrCSK3x4DtO<%<ASKBVTpMbuM9n&Iv==q0y!kCS)ivWVM{m4`w;hPn$M6B9kA
zlcZ^{ZEq5fKJ3N|yAn?Bcw$e=ywb5ermv41!@A<NhKHd~XE|aG!VS^L{S`v42<Pk8
zyf$aP(ytyn*xD<bb!ZiU3AC<M_QQ3?YwX$W?0>Rh)T7<x%)48SnPM}*=c^26rL^$p
zg*97cyw_}kvZ@A+Bq`=0JTBgIo`i9eKqh>b;rMiYR^WeXLc64GyWO1->|C=FoCA(=
zT6)fn;R{VJSv1FMyOsX{mWb!eQpXGP90CFSYu9{f@Y})dtIUbwDD*bFAz^^qtX9Z=
z=tc^_u6vW7xi#b3@57%R_!x`rS4xrW4jb(;11+?R)E(+Ek8_G;T*uON6wzY2h86pL
z#IZ2>Pwrz=_ld~)kFR0tTDBSoiLMNA%2vl}G&|S>m27;VDBI6Yxiy(<WA=s9Z-t_`
zlH)HDA>|8moaAlv^sjc&{5z@69>Upv)ciDx%jG0WdL8)WFQD&0HgWn#fQ0sMV{2}I
zv{jlECvv~<W6L@I5H^GK&3gX;fPNlBqDLjBgStzJz)P)4L4d2>AssRA)cq^hJUihC
z>@<|My?v{<_s!mCJwQEn^cg*Ct+O`P@;{V{kwV|QjaTIy41ZoJT+PUCpP*Z4mPuu#
zr_Z-@J9Rn!CigvurCPjC?43XC_Rss*`^~rJEP9h$_6sCY`I092W&PuSPs@tH@fEG@
z%uoIQ0O4MrH|I!`$+eq^?qqoGU;g>|YruXdOLe5nrRw(1Zf)Y1{ZxQ5d4ujrf(n8<
zb6-em7E=D^Ng`eQy+6-2;yyglWWUpIETxBLP{|KcH>Wt`@upfnanv<u@deq`wS%%W
zI|9T2I3S!ZMmWcRTIOo(&m?xsXDmiGS1*&0NFyB&^Qu(MLW(G$0*WZ00*Wit{vG@^
zyYY0t+FF4&+C8}jSu?fd8Nm^PIl;gux7VNtmX1z3*U(>Nw9&MyO$S3VrQO*>Ia0gb
zOAY7PV~X_6JK#Qp=1p^DJE#-K^2`=Zh`%;a_4&KzuslWZ?^V-$S#7H58M%iWBxlCt
z1McAT!TjkFbW-sThxE%!nBtz@E-s&L$lvC|frdMA!2a>(yl+?V%#W#FM`J7}2#m1X
ze9B}a{aE+MIrpzd@h*??8pm3*A7h(s(cEW<E3<!jScCF$>x%S`3wRqyw~gk!w~43w
z>Lg9BGsAcF=QIWEe1~gsEu8HPpr|VGI+YAY?lHBv;jnvGzG>Q`YJLwoTT30p2^>ir
zn@;3(J9oD3IsWc@n)J^U{5|llsVW`tn~@tbm3+4yL!Lie@m@&34Rwn<n~S|F*4F08
zp+n|8jN|x^ma12r^q?-8g3|blSdQOFyqP9|<zs^0PqVNp+jlxL;lKL*YPO}}3I53U
z7uPRy_F#W=ZUM)#pPRR1P{FHfUvEa7&*r<Vcc_u(SkyKLl^bB>uNkjW@b|=RJHmID
z`gWTf7rJJk@xc_6pY*7cZ_VZ?0F#`8I_JGHo*8SSe`qZB7H=vvL`aZ4Xwoy4;BLy1
z$KhQjv!m)-4X&SYuX%G?&aE8Cic3UD#~qaa0K0)%mIf=25#8%rb4LZD$n2=OQLvws
z9yrfmTGQ3ML9A=H(obh{l31uQM+sfQ+h*d7qyzJF^K|#11=Dm-3~D+}#pFs)mG{Cs
zg1nuqz~uDy#cg;?QE?C1G^bavM&ISmTW;gkP@L>zjPt>+b4rTmO|{aseHMF5o0$xP
zOBh25b}8KAR&4XY$ER<9MYI}6h^`*a+84BMnV2&OW=N2OA<E+*ezXBTsi`W&nz_1Z
zw7BHVw#^$zsNEPzv~b;dJQ3cwi}`#ptO>=otol6Uph*0^(3K~GS$<?(VDL!)0Ay9`
zjbBEOQMl5h-FFVd5tFK_{n5Mo$G<rroq5DpAJ|?XU-Wf$wSA#g$VYC?&h8mcBc=@i
zk#f%d(@54VZj;TGZDxt@H@4`fSmgWbgOa$$(Sz&t`V&y`N5T&n#W1-x_Iiu_(A>)j
zPn$dm4hS6al{h1k1$geaqFQRO$$O?+NvBzd^ANG~BMY-TROD_s;czpIS54s`hdNtn
z@#>n2OLcWA{mc%bW5zR=Q<M3c0obi+@Ys05Z#vUZgk9YiXxcI!Cs_Vdz$B>{?s@B6
z=Z9^z4J%TewHs3~uy%=jxWNIJh9HFmgX`YCo-HA~FDy6OENKSLWmuGa%h2QX>0Fkk
zvDsW+URX~T*r$o7gUyiPS$^<uyh~?0g#x+5>iX81FNprx5`OXmsCeUM-<h`$yR@G5
zLhnz|;k}O98<|DCiezX}zU%gF-lO<NE2r>n?}4uTJFBLw*B0I&VJy(e4$x)Y{{Sq}
ziO+sP`qmAGn{A-juB?*V%Q{Y?Pc>WjY5vImBS6mKbe$FMY!^|HX0W%mib?IuY%)yk
z@~ds`2LuX>#Xcg?bQb##k!c;?sdXMFb|i=uPE{0VXycsnMmeuGxYYG6S5Y@wdu=at
z)0Qd**Dbg(2Rs4IdUuCB7o=ZEd_*tqud%tMn1)4>$KC*@PdVsGpgl}K2~De8OuB}P
zCd=jBwdZFn+r3nk83XR%^G=`QpNcN^D|gp!;9(F^=EoATiIkjfZLHn79qZb(?+kcW
z=H`3P68)=ARJY4A%FL*}n`{37A3zAreC6>Y!*F<STUXNVWW2GwMYxW4K$&LG2Vhks
z3?2aMK$fPCv3F&Ec@^A}r0;UzPYXt$d7E#TJEx~gC)DrtIHB;ypR3GLE!p`%C4C)(
z54t$x@va+3)gZT#q14dLZsR>jaB>gI!;zeFI#*E*t<JyV18CM?XND*9e{`xOV4rju
z8|5blsi31$Z-kyGu+!u51XDov(YOxC#K{|H<t&7K(s~^J6wMF9_ctvqwxwbv+;@{C
zhc4Oqol2GC13tCw`W~h<&pOBK&2pED(6o0GE2kX>1~HDqj@89@qr|=*)8ShNi)8R4
z6h&r@#t+@xp|P3?yD8adHnYoRV-#{j405PubLU|J&&aLG1E|5r(yaVh@Nb8rmr9Gm
z#x|NuZ?s$h!yyZmQH)?YB$B<dE3oj?cD^IgU~N1;pZm?Yl`_S#oD7k;{vxWw;Qd2Q
z*G;y(uw7g2{np*fAZ+e!$_^W`=8&(c^DVB2dwY7ecA=4^2g@@LD{%uQdC1S>UB83=
z9csF*<)!7_qFmW|$dg-%N=vdp#4roa09^2M(!D#xHnUi363i|UqPN`l2`pfK?nTUa
z4Z&QFqZr01nlHq=-wj>9r(<nxC)wE@qXe=%Zo6^nrv#Pvrd8iV6UE;SyglH<7M5<-
zOWj7&TZQw$*%^qEfm<7a{_rCPxqTPF8m6c$uV6N<JKgP)+A<l`5E%#xNGsa|jP=cS
z9y9UInej)(5nU#o_E>bwDb`Ol)XgI>+HtpT?Z3i0*JI)J@aMyi30!KBLXhiM##;*s
zr;uT#3(St+F2qg4BRJiTXcgJw+NXg$Llw;Lt6YnMlM^ZjAip>ajfPC0)1_ib;h3YH
zn#TCYB9Z0B!}p=_xs;VS1xGm*Pf_t7iEdh1Zl)-{X2uEtUFqAnIO=}9^{#Pl?viG>
zj#fz+l37Vpmh02jf{*{x{Qm%=iYNf0iYNf0iYNf0q{i?(v^i0h$3Ks?M?eKA#zuJ^
z=l~J{I3Bgt_;Tk$(~bM<)^B?R@U^s3MYQ>D<R3A2kGudoeKXAfa}r8l<Uz7L<S0CT
zKBwRMR8?l?7^0q3x0qZ+jfIc`yN6@7ut&e4?@~*rUqfph?69)KHz>!r_4UWS08*m5
z{a3?3X3;G5?K{kx&TOMh_yME`7*!mvIUJLmWL7qh4U_6|N2x2lunf*3&f)?V82o4h
zCW`c51bAyg*C(FiR-RP1g@{<!0FjL4o44U!l|GH&og%{G;wz}_pk1MnhWR81_&_|7
z>ytpPcs`q;>l(zqPMc{Y?dk>>{`xpy*1HWm;pO<bgzD@P79(_UlO&w~01wItUvra+
z-#-xaEgm1U=r%7V-tHDOZ^3!|#dCMR5d1}V9@q+5M<*GLasL31P#T`7mX{i8qS;y4
zSVa@$ha1UXMmX!=oS%A`^)C*=b0)2*TqL(WGa14U?x<dv9+mU<qpaUu$(FsEVUL)x
zARoiO<5^}yA>A(LIrYGxRz2@h_?rYa5?g2`3$x*uA2WZoyQ%tDk>6`t$JzzsNrGQ|
zZZTZ*Ds0|c=59iP)1K$Iw_0xh0Nw2O&tK_4>`QldbA53o-Q0#*r8#CjNvicEQAs?D
z3@TmR-~rT{?4<a2;>&$LT~_YQL1_>q%Fe6~4hUU^iROWv?vJM?r+SvsOpqZzGcf?;
z(Lw5Kzn8<hb=~6Hcuv`k#fvM+aWtR0J9)-?vEcloyuhrjADBZFTrTc#JAt3+UXkGc
z02LiBCAE7;HtGCvjo&v@oRBhpv<aL3Eb*_2w0p$0Ht|9kG90OW$M~>M@~%Eli9Ror
zt>7O-U+}KO#rG}ZJt-2}C0SuZblz@6f;<zz8RYcAuNaOQW!>c?KE*8CK{!#=oOA=$
zfJUAExvFZCESJ-?yE+bleghR7jXcA>avx{i{{U*1!%DurkxWrAKtV2e0D9;AD`<Fb
z_UFxx%HPkHEx#(9?%n;+y#90n&0E>s-ZslPUU&ZNYFWP_lU4D9gT;Ms@S9k(@KRj(
zc4qSLFED19rrAmX{;dmg6;5&o-mY)rUA~i|I^XzRe$RcV&*U_?U*0Qn#HkI8pS(Dr
zSJd)94$9HmnIHXHoL58P>n%3xRCx5;cyI0%WRcou1TN8#V-5GV`qpgL!YyXT&U{>4
zEO>il+vO%l-6x<P-%rOM!`C+!H+LHhHr`tu-e=zDjiJ4<K+eNbvA@*XS#Bn6UgivW
zHpsqRyk|VI1+a1H-=V9s$2Fn0vz9gACK};Yv$xwnUc(hu8|^;GNqlaj-~HYH051Ok
z{hF#SucVXa%W{Ta<6z%=xu8d&htu@kFYR}?LOFK+?MV4|A5W!t#<_70p=U0k6FS7#
z0ytNXm<8pV@!WqJm&Mw|dZ~g~8Ma5cBj<)t0A?f9wm|l*JyPPuptZEJF5=w?a^G~j
z9I;<xKqO+<M>95!rN?U?7Vl6&EUq!RU~jn?Ae?Xe?a-05dWz>NNoAIK46{2(?bVo)
zPt=+UB!=clM$R50a${_jKKSf?$2EG|D5joAv;?S(pDDR>k@G5%*XxYqwPe-%4Kn`#
zRF$IB;c1;0dj;$VdI0-d;2Qm-;rw>o{{Y9#-!DDQdX4Uxdu?ww$?_t$*8WxTq#qGJ
zB6u6aw)!=sOQ#tb%U!YwC2~$c$;z$=9Wrarbx#}k!&`Ftrn7l*yQ-O3Fa7ceU(%I~
z`A^WzHT7@o=wr6DSG&1g+qiF+p_R|m0Y}%;x@EMzlF#f{vb3n{``JF=R3E^<Q`Gua
zKf}o8u<%BY4Z+Oj(g7=c%+7Z3K5lS0ADwg;39VfJ0M7?c?#Rpn{z8!jCB2Ty-f1nq
zM7D^>8pbx}NpOk>`>T_l+|<&=@_n0QY<SmgVCqeAb9-Z_MvCj^Zf`6QgZsxP+kweF
zdS<%|=w!K*{TcQq;pVq3yFC#{LF!5Nphv-98uSRQyk#BU&n`Vi*tX^GG(0gQ>9kjb
zGc&PvIV^Hdxv#xGJm@yJJ`|q8E#B`|gbT=(04)p(-#fQ|nQ}2-1l1cw=oP(de30n(
z7Lh}nnHV22Gq^@R@NaMNtQx%c5v8JATY?LW%*VL|;C%%J6Wr<TZEpqKFT60zFe3rF
z@Imd<>rzLnxYc3Q<ph|{NFU0x#ofS(p)N`?g~8_l9P#N}z7g=*@m94SllHi*Rh6CQ
zmz7Yy++^gAGe92Hy2YNQXBqocmX1>@s@%u;^-<l8d1aS|;k$X>JHa9&4c=sbGacOg
z$FqNUSHD5<k4)2iI+DHQk29|A`&0tCz{gT^_*ar%_<zN=ay%MKrlTLMVOBuB!zuoh
z5Sb;fhBRci7uOc3&A4sMgd_g|dur#LS97Lm8fS{`4WU5LS_34^zk3OWAbKBvO7a`6
zR`$x-H0^5AdqMMUF@qmp;!;i<>C(Gjhtpi?D|a2ClK5U7;GjE#f%7vic<b|I&^CLv
znc+VITt>1(r(1ubE+T0dxl`-3oblU?X1o{0o)Et9_Mvy;6*iitoaD;UJcrB~`FUQ)
zo!^Ce4yAu4pR??{ljZrgfwXt$9SN^H@jb=Hz2Wz{(iQF_Hxb)A7Uf;HHs7ho<w!{2
zG{K}_N-eF??QSJ(sAtSTuPe{quFiY?TSe2J8;IK7Bz2B9+xMLR0CfF1sy-dJz3`*V
zWR?%LTnNI(q)6ay`>Zf=yQO;0t0#i>87(C7H1Fm_1IZLJeaU&`c3^S02NcH75w_E0
z)zVA*i5^KOA3KKLz<PYu=zbQ`t!^L5zmbeF<96Dz&1o~wKZl_ga9n-d4*vkecr}@6
zs|duB>Cw7LAKyv<>-<6CpAOr|ZB4j^3WhT-a>`GkIBZt~toVCImheSx(%qQ;_#ZAK
z+w!*Bm&970yKQl0d#T4FT8N#tHa4)^^5g4XX?5ZqM(X*lAd|}7gi*%}{okbkj-Fo%
zY1aXzNnRkmO0Uc9R<3P@jf7(_<-gsOCOpLd0CuO*@1}bY-}25+;eYpk#+^Tltmn~W
z@a*lo<|SRY@^=3KbC1e^IPFkgUn}ZD;Qfvz5vU}BtJ7#-bL(9Omv^B}e3}iSOENf6
zx2uTUl^dHX+yn<a6VkD@3kf0c^bHfctG}2*_Z0sC4C(T#T;DqGl@P}eKi_|sC-9(W
zqH1jpwQp%_Xor5CE5D!jSgBRO4d0S*dsfZwhE^-1G(oPCNYS@S%+1f<8@_Iz!&yJs
zlIh|&wI7o1MGd#p(?0m-x9o1^^1QD(zu;67WXYi0#;c|27OdB^w_m*7@IG#wed_Z)
zLrc~y<#QbG<|Fwpu>6Y6`24l>MY72(b4MyK@0V*f21<jTy}7O*RMB+1X(Y|E806Zf
zEuZ-IXavq`+r>U35Zm}_-a{wZ(|btl-dID+e825`S1+jemu=sb4$F&Z*luNCl=~<=
z08MV%+CgGvxxSb8lI1ozZNJ_5eQTV#@a@i`vR&x$$03Qa<-i;6{owg0AC&_(G?S<4
zdA`%*H?rjKR?g`6e;3muuWIWpymO*oXftW;q$}#O$>n()fJVv4JCE@3^MZNLrExa8
zMYIq{b39XdvTxtBczxTx>Vfx#VV2YM-9;WU&`%rg`G)mOe+#ZjZ1=&SEHSiuqk3V!
zXzh%xyu^$!eryn-a-$u+1$0`C^@XO79+`C<M&V~&&kLV3$RqAZI1E=Ed*oL$KCW){
zHNKk>%7BM>j|>M*frDV<{ED}$UU+W)*xp&gEw%3ad07TBqoMn~hiuR@*0tXY_%06*
z+H1Nk^mj$(*>7zuqDGLg-0kI#HiB^3!3XJBUKoc)`+TEcw2d^#q6qt4QB0k@)AKpU
z`_<&AvpTGifRYkQly8`VafMKG>-yHVlrJUKt!$#Vfn*ttjPa|kABK51aCYY){U{ZL
z)uYqbRJdCZi4!(${DRVFEypB}%8Bpwu_u<ZT_x0iEUJvaWPQ`}o=G45YS!_0h3)(?
zeHFFk%#z6_*CAutJhRlUPyO-_Y*yv|kEPpbR&&~kFZGLvQT(|%!n%epFFXLeD9r;n
zi``$udabmwUtHZ?+l`9tD>Q%v;Q?cuV>Gt2Hi;?R7DmF!m3#(LK~kq3LG<-LmAkBH
z1H$(4+UnP9IJm^I!vkj{jPL&Mx2<8xZ}z)qy8A2^YV1lo$X6rMH7A^RAQ}Mo-6uq}
zzF!9T&s1Zp*xg>ei(5OK?~*1c8S*(-Uz;5(AL6~ogzfxCZQ=NlZH1yFcMEEu!-n~W
zOLAN*514eW8cj~(FNaWge^9u1;EPg{;w3<(mQ_NBf>pNidCvsb6q+8SLrB*07?M9Z
zoj@z)4y+qEIQq~l8$Km;Q4X7=+^gwur<jq6!;R<fF$V-OKf{CV)YmBu#J1&(M;p|m
zWCM_Tj&ogYtezaWMAM>!4Ljq^lOc!qM(mJ1IP03Dq1f4K9w@c6kw~+9k-0{H)dtBK
zJn}fnpl7mpOW{|Db*}}(sHL5>Nj1XWA)VM4g<~N7-hN~AEpZcH%YCe`hm1nXC&~n$
zb8mC<s7A*|{t|evs5PI7*A@|_wwj8uaIman2$2DUlkLG6uNv{*vlW@NxRxtndul$@
z6r^O%!S@0|<9hVS>L?{L#Qy*Xd_@(4O&qX82uQ$r%Lk1|-Y01QdgNCtq5M2eN^6vc
z>d#n@a8~kJl0f<DjkN9^j(XOAiu`@!ABZ!ql`2S(Df0|4#&@tI_=57o(QDB>HrmdO
zU^H0ZlT3s|w{oKSuO@T6l6PSG3IkJ{{{Vy@UkKgZT!^;GxmMrL+a@wbbB;5N)^@d_
z{ex1r*R<%KD}te>@-gL>aznD`pxAnP*Hd>Q-_8A-Eb~ouAMbZD&;9kD0P9g*X}Y$n
zCD78O0tCXcs<UoX813?}Gy&!J-Uz$<L`?<CFu8Jndfzxwe)D?!)l07i+`~KC!*LV5
zL;_1-IU^t-0H4midqL9WlKw+99H;u-$-m~>SLJV)jP)M%c5NzA;yXqbNU+_XB1e-d
zyOeHU>&JQrbAZx56Kh7=-&WS3b+Ee5#)uX;#|_85bF%nZrPWbvZJ1d`2b^VMF^{}Y
zL;mO$?*1e3Mz`TBc(mxRj5>O$62`6^rtU$Hzu;@<jbB@BLsK)uaXb)8H!{jwYaYC+
z9*lh`1#pt?eFFMRJu2c`c+`ez7zQNc*mUO<_3=N5<hT*W;%W2bsc4Y7c4Lj8u0idO
z&brMT!kT}Kqqx=#iDw0>Z8p}Rvu^4NhUmS|1HEM4csE~G8k{;m+N{in1p}dFTpVl-
zk;fbg2cf5L<4r{!EN>+8CN2Juv!|DgFK)v=j5}8|F0ZOz-!;CUF_KBcB%4Mf9fL1%
zf&5j_>zYQDHn}D4ttx5gfee=U%Sb}ywjRENrF0PZjJ}9(qVjC)peM^nqX-Vuv@YLP
z^`J(-fG+jRvifcHxs+QnMkXu|n9dH+82#=Bc<GOty>9;i!I}<^w)%I8uVXRZ{_^70
z3G)JHD(j5=!_<FT`72QIb?nnfbe!2EkZ`O^?jsDq_RqI9>i+-_Z1o8Y8osr2CFJEu
zjb@O@QZ+kOeqwgy<m1|bG;?~thHSL`Uhe+t()w*aIl{pp3U(u7VSnOm9>7;!rfNPX
zlTfzs{r$q*X#z2BCv`0HL`Wq^JZBim?Omp=<w<gv*Iy(kzur9KpVQX4?N43P^w@v3
zbp-Q2<(x661-Bef7d?~4)>;;`ppQAedsb5qmb;}^9AQ_l%)EUo$aPNy+4y%%Tl+0u
z9Xn5046~ttGnrfcnKy3QI8nzn(WJT+jknoup=qIY4JPNwkx$IHJ$d~r16TNQr|Oz}
z>)svK??gqv)JXnfFF41{dt)5ZB^0~^;(bnK)W6{t)f??0mv7r+jI)vVNeWjBpSlNr
zwdS5Fhr}1Uz3!vptGKlrv<kC_K#n6P1)?}r%KrclHKYBfrsy|&7R7EgJ_#tESqeB~
zyQgoVte+Y9_S0YcJQkKQ`4N#Ld8_-)+0Na-{&dUgQq+76EyNLBcv{-_?gFKq=R`rk
z$;Tj^eJiB+Nd}9fYG=gWCA?T|Q#Rt+K{L$GKp}DWNcBGT)sKtXIMKvfO^k`Ch)RqP
z;`iIZ72@D)7gzp#R_Sdjw&qCHRlaY$%BFzVsqa=ECGiJ|J}4MG9}LjiAZ0|160#Lt
zxs|ifWM`h$^&g6K)zN$#H}<xp5BwxAZg#S<+8hu{s;{q1o(FpH{{V)5EckPzSX${<
zh4g#i&daEIjE^h3X9pR{1mFY4DgH9lAuA7vd^xDRv%xXj4dP@^*n)A$Is7RQ_b@H(
zHGc*t{3d=oy#CO4iDZV!4#o~wBrbBUF~Rocxw~J8-w-vuYCDe!>Cz?qn|z=b{Tel2
znV06mw_Fx%eFb{_o;mQxjjSv*Ul8c(pS=;~#@3EfHj<bdhbIa_=Zf>s7#Y41Xjhie
zYC`i?)X$S`k_V9iEuE|19oy8326;{HyFR}y=Zd^lBn_y-%wvOcqRAqByS%>m#upx$
zuTHenG;Md_?7I9qf7!LSyTVB8u*y{KI~(|uZy#FXJSp(r9V$q*{{S5~ml7zQEl*bk
zcLO7K9r611sv76T8~uM=x7xznOR#2Wp&SOlD!KmvWCOyFucjFN1+>uad^ce)ill-I
z>)T1P(BvO3H~YoaMo!RvVmfEiyImW^SJt{llWTKiWVXGMdzeg{cZDA?8&vR_#=?7M
zynDjh+e@xn#d@IHw3E#$;E;Et7Rbr@eR110yW<}d0jb*RT6NpB>k(8{U9qYj1`Yvb
zz#D#)4#yGV3!9xwP`T7K2J)_1{{YmmAcgIN)9|d1GTm(apCwv$aNc(2%B~36x2Iln
zUaw)`O*2;0<GVWLmG-ZzC>Hj<aY+(FGFm~mfI0wpHOpT3FlngJ>NoL0dK+ki<zR8a
zC4+D?>N7y@a+8IHm1MPONr((FU`v0`L7!hvmD%`R{1XPBCEtl`FDGc^MH1Uj8kBBG
z{o4>&9CiBhP1Wq}ZM0Y<zaDkWaf@_dNC0GzNBg5aYmB|M`y_}123Zg~kaNMv>w)P&
z9+P{hY1c^CT2`$+g`i^uaY-XK5a(+;{KqG`9jnbHgj?K5k=!GBM=2r}!(*n?jDz2t
zesyyDM%1h#OPTHDSS3|ukg3~-=n2L*dWzT3t#pg~3$?r+Rn@d*;*kBr)Zxc+PXd5B
zR&wmmAuQ~2Se%kiQhjNa(rTBMnx%|)7WPouOB0o05d(7LB<<rk^{#G#p7-$L-rrR4
zl$LQgn*PUBw!28PhD25X?fUbdYLnwkmXpnCC7E`L;zxXdIAAt}BZJpFN$r~P-wx~7
zeje1~zqKO(;zVJUWIPZ@(!I0dCx|qdtdndRo>XXKQZkc5>yp{Y*kfbz;|H1v>UmC*
zpKkEQ{+g}2L2#1BtZ+B1ZgM@!tBid;D~zs}MAagOShVS4g>9~7MVdwjcwPC)Y~$tY
z(z*Ggk|#09FjSTHI3yl>^Fc>l;MEe{%WWr-EK;ss8HP)2<Q2%rA78@0jPUl2qQRqx
zb;K((2Wu%U0FRN{MESC~;1lUw7sLMm6=|Oi@9u3i?Hw=lo0W=Da)_@g7eyO}<MT(<
z<FT&8;sxi!$l(6~guB4nn3CYzvkP@^mKJUkDb-xD=z3t{kqqT^e*pMj!diLMJZCqX
zCC$NTqJ)7UMkJ8?PD^wjop2W^pz0Qe`YTCnZCsTLYQ*&585OsFCnl~nuDS6ORFhEF
zcgA8wP{aLM+l3)}WRa7K?H5AQZLOfNwKCh!11yBa{A7OwotPS98DrxMKd@P7dPIwN
zaS%j@&W{_{Jm-!`!QGx~dsfpd*tFN0av1|{isBN?p@;Eo{t=PZxp_PTq~1+&s6}?r
zJGMhaLiub5I8puYdXmmx8tB@DP~FUzT6;uxJSqY>EwpYJ2R;40X$Zv8zv4yWs9tFd
zK~zeJQ#Sj{e9Bbq3~~9_&`^9=)O39^=5oy<O066=>5xWxo;UywpIYWE{8!+;UrzqZ
z*J6rqosoRh!n+R1o=(&0Tz0GQ^H8)auJ|V6YkO$$%!?sli@T@?JC~;f{sw_>xyWnx
zk@(+LlU>z?qC%jCHY$AXI&V>sez>k}w8`%6C4B=>xVp2Afe_%CLa6Js5DwqMwkNaI
zA=XEksKs-8a(HBiYv6tFnLyk5)Vijhb)f1d{u`Ho$q`_icQlR{Zr#hbIqQQ=p_)I4
zJVm8walDhV*ayRjiwDQ>`C#=O&IzkJrTx|Qlp4gEjJ8&9FO<6!?PZOJ%#6P_<t@|v
zYFK8L@+&AW?4&ZzzG}s{<y?HM$}{qxYNvCie{aCwVzinl?CuJ)WT(iuR%MTn2>z4-
z=&|^7PLEEs*RK3oG^upT(Z_uWA@PM@F^2M|wi~T`?y0JaPYxXorLxuSr?bt%4e{+)
z$k~8FBOmOJ*slz}(ItyRj>}4x;_@L7DJUDz^a{)rDd3!bS*k^Kn_G6VSP>zfL}~oM
z+lwmTWc2`d!98gcx#?dHygQ-WXl(@P=Sq??{QTihDg$>_2MSL$)@s-BTU-5#$u=T?
zci7j8$E#|d93oq3p_10?5i-V4%EP1l$ER;v^&4mVY)K{0$?}cg?_-(-(de2Ut#hk>
z?&t5K{oh3#kH)o`yt{|_**D>txZAXTp!5~Ncvfiat{?vS-Ria18{aBN{{VO{=KAwU
zlhEP4jy<10&rx5==6|dI06&dkL3?c)e|<l_{{ZXlRA%v3lWpgDk0h`BD;j6@pjJ4I
zdgf0q=3B3k5q!m8_D6qw*T}cNKGn4k5!%?pChL1iom43M+!2f(!oGv?G@9<Oqut2@
z`7$hfq3W&_E(qryhw%o!Jn*Wq@fE1f=F9WfKO<8{kw>Y>HQTL2`$QyDPX7Qd*NJ5L
zIx48F--!MR7E!LVrNT&w5pM)(gb&@uIL3HveSK@xJRzdp-0Dkze<$u?`H^w_Kf}=X
zJ?qu{XC1Zgg>Urlx%P`mQCWYyRO3I50ew%;Iw?RbKpjmbGeD=u9Fn+>B`(LHQIdZF
zTRt7|-m~JpQau|%wri`YIoiFHV=PZ#GtGUe;J?}POYq)}J^uiU%$E~AzncD26-6oY
z7{LcSh7KFQwFI`2^AE#+3|Z<r+@oH$XIogri41_MNZA}Q_6Ioc-oA=iJg@X=Zeg}W
z`D0c;djp{Dk6N0_?%PC$=U4FdmkU_j{_Y6w#`}Q7<Od+~NzOkE*M$5_*1SciTEZud
zpoLkZkpciwkmu%Q>7Kauq%GO>Jf9G3v>4(0W}yL>aNU80+Bm}#kJH+y4~<$-y!%zU
zTX|uMnPfZBf8GiR1N*tJkT2v-UU=nexb1|jaRalm!a9BI5zaG;*wB|u(V)A&xYPr-
z9w7u_T_qb%1FLo?{{XE;gOwibss7MfZR<P@YrffXqA-{Z{?f7ehvEftdT+%2H4WR?
zK|Q>Lf@N}K0zRDZ#<)KXrJe3BCy8dZCS!4K+1V1V83bPECqIRHPLXw_TxdJA+j!%Z
zJk8KFVK=Te?$34p@24~ck;I!j*bT<NJ=MSh;JR#W(D_aCF74ej&$W8Khw&h3)=h2p
zZ?uV+$>xXoIURP6n@6GMzInLSwHqx;S*4KTSPWr0Ce_Z>$3g)a_xx%d62>|1A$fIJ
z>?4`+@)q1P)D`0&j|bkE>~vlyk@epZ&!}Hqn0F%iGnFufIVDtw!!gJ416;-Jyq5m}
z=~Lb<>#J>-4fCrHyN7I?A5mV3tXf&ae3qKk&CaWDW{O<p1Z5WufXjzfBk>i`FNFRc
zY8J-s&vmRU1jZ9^!PQui7%Kdc*f-~j0_Q8?4+eOD#abQh{JP8OR~B+36LJyaW<2mR
z82x`SQV)k(Hmd~ZMDZo8nv^Q?rK`96d<7ecicA1ogO%zlBgDQCWtQ0JZe)U2@}stP
z9%3=%;0~kI_4?JX7<e|@!TMc|!!yZtz#)-7RT6G5pIyOD2VR1JJl@L2^7+{;;b~b$
zNgWs5o&f3Iy4dykbU3Y}w0LJ%h^53}<d#2sF1!(p4yUD6)qH2DYF3M55-p?%p+JP-
zkUze9x9L)78h3^@OD4CvmgX&3F=c0HlFUT7`|MAdo}-Ee7jI`G!KpQ~TV7v3?!-VF
ze=LB9<i_mt&~R(C(fkFg!K^Homg_7me8}CT5;k$h<{NT5mHaEQ@Lk7;V!5@`wF_91
zQO&E7=X~CgOVj8&*V0-~hU~TJ6a6h>hj09~!Z#m#AoL=UEuLLxq}b`!$UL3%C*5fV
z<@`GgdsVOW`>iYclEZPin`Yh6vf%XY7!R&ZWBf+eC-5erA<^$`^(%PPN#)1}56#Hk
z-}%>{UVK*6HQ6Jd!;YF{fmq3BGpnSGSLRh_+rj=HN(r&(dbQLr+Q~iKiXgXKlk1B4
zj_Y1cVoSRsv06iL`Gv4RL%5!Up?(7&YW4UvNUt>CvG}GYxAS5krhZmY=<0cDv3>B<
zz$V_>eIoeFBl5y2H(=vDi2(-&nM*_F{M<t^X!4Rn!71AxDLEg`x;b?zuQZ6+6ZdwQ
zj^qZ$;Nxl#KLgm{`&YXUh5EE`>83!ZPnKnlXPz=1QmwgDj*8!R@ipYWIPi3y6Y&EB
z12vq%r$omQqZ5SP(3Sp_6>^oQhve0?@3(0T#iB)K4pmu5EWTQ|9^Wzbud@6P@W;g7
z7w|>Cytc`GW?~mBW+eUa+y>*f8yNKYbJy!%B6u@W*HC#DFiMtr4>Xpx{&NsMTsh}}
z2{`LtPTBl%)NX7e@cy53B$3#Kjr_2YGoTxk@VmI_)bylGu5x<!#e1*qU-(CSL*Y3r
z+EAw1?iIY%bI3bXVbJvXNvkX4X4Ujbb#D_|MQoNg8>O>`GNsW!jU9pM(`m*{VEF3l
z=f;<scZszbR>n&$;QY<J@wl8Ek(_h@dsi>4PpvJDo|pZzD6;!XIu=vrZgku8F+Vsb
z1+&M0dIe&>wPoS&6l!ncZ5|aC)0Qa&xdnE8&=r0D@WC9{Cwr{kcz;!z4=Lr1)aD{^
zr+3SP^5^yRsjV#Rd^sh?m8(q7QdE&M8>%V6UFDZ{0|Ge}TUpg0mhmLAz4DqaH?B%M
z`m^DKf3w9hj>}KDywtSogB`lsn@mW}CO$;|`)xVEI2Cq%KUJGXU3XWsjqI{xc8Wl=
z<M^8k&Ii`Gc<paBNhX$i?=i2F=O1y%3$=2p6lZ`r9M<Y++N99O3>Uv;w|KW~+CKK*
zm}9Ze9+UyMqQ_}#X>T^4sa+V+y!hvNOR0X#<rPuSuNXDZ9~N6nc_6yfW}8<M9vUGM
zF7Layw?STiqgeQ_O410ri_Et{w4@}Ph*!BN2OwwP6#HKpU70+IY+$%H>6MwjMU(h)
z%a4`+0K7YMK&(3NPS^g?cR$+gZB_+VdwKUdvXj6h1{fst;<|qiY0+PSdwU#TY%vh=
zxLA|rI2#KQo~MpaO5|bH*HybV7DhPrCTzrt`=FCQHaC2{dsjcHYO)oy)4Wk{AxP%L
zfNfa-L-TDs?cJVe8S6ULmxVkx;bhi6!EdSEiOS0?5-Q6ESnXrCucx8nyfelAB$LFN
zjC1U0pn@fiDA@EJN%YGT*V7g08oWzk;p<5>i#+J}(mHKBvW@pvR&K>x*1V$EMAWr?
zT3tHM04@|enD|fv44i*YS^*U_?=CqW;&lcn)PtU&xFJf8<Q_(N;;ynbk3Q6jPqc_h
zaKwJ>wlKpP?aw`kuCv1a50_KCmcv+6X%)INjE2Or{{RZH2hfr_ex{|5!8*0?h*32_
zLd?svV&`}FP!7N-=R5#0K<<D4)c6h+caR9s$VWRsCm?co9ldLM@;yra*X@_E2+mql
zJe!obAZ<~eHt~hP>(agJ!QL9T(fm7Qc;8`jsK@5qP3Oo0N5~tPVMBEJJ?l5dz6MQh
zNTkp;dsh*~xIpuQ8z1w`fz<TJdI`Dnumtp^uGUWkc&xHTGzg09N~xM40V5|08zb-(
zw;vCDPi?2RqVOX|8)~XZtncosGD!V>s4C|a0VDu2O#w?BD9JsAOK}9Yv%S3IY>|?z
zG7bppIL}IkfFxL@X#_zI^U!0SYFmLcVJ+?uqsBjoVC`TS57#5>PO`hZw3M}z6_Q0U
z@Bt(@VUT*&c_evQyPT7cZk!I30Lrx2mk((jiErG-#lnC-@#;zHYPzdA+JLe29M+UJ
zT9u?jRBI`Gh}Z!uBZ$NQ01wTKXFan(7Bo+>iJaYmCgHS3d*}M}$GvvVVP&nvA+u+O
z-puS}9H~?HzE<et*QIbu!oe-?ZR929SIX=v5Q0F%HbY~B$4-X3-v#NjYOgk$E?zeB
z+23kqw@A5OO#)}9$MAu5J54@)D)DTicT&-k!DUg5<YbNb@87*QQut*NceK-6?A%D3
zhX(|G+;sz-``2sW*){zKN{-K5mN{16<b<9`U-pG*Y8vcN@4A)O^rS`E%jn(&(X8~;
ziq-a*quDE}ljc8nIqzO?@gKvBqgpiSD#--OHlN}Rp5WH!h<+>D*q67{zkN5T>G{`(
zYhEbUb@tAoHs$`}j4$<|X)~YW9`xm97|QO)VtD;O#+h2$FZNH{(CbBovhsH1l6^Sl
znPzIUWk76T_vkBkO3`N2JjvU9mNtm*E63XkTWanDlaETRsp_%n54IafY~c)Wu&xd>
z#^axuitV)RV@|iR)aICrSgkCc+Q!f~?<AJw6*9L>l?0YOx-9}c$+qr0bGJNat|~wv
z^2ugzGq3<-^Ui-tv1w&<bR?1(nbsvNPXG*hlfn9Rs>5_HRnTO03_ZU-^bF`cH>F(a
z+M-!lU5j~LNDNNaY=f0Sk(~Y&^p}Eu7Wk1Fr134(-`O*Tji6((<YYf9VYyH-o;wek
zzGbqw(rrX9aU8~Yor{>*ZDH9#&mU1<xpnb>#c$!sd_AH^a`u-|`D<}-43kC=%F7du
zo|(xaf?dxxy4CIU?R#5GJX~q_l3YXpJTew-jy=avYa%UT@LR=Xk;Nv)1~Ov|!1l)+
z{vg)2ou%lI+j-jM(#JC%A{&^6JqZXppG@?tdOoqBXm-WCr@6W;*pXFKg$E1EWUfHY
z1p_l|?X|Xhs4SVtnM_hNfT=0pIp_~H*Z6kc`@@&cEQoh>KfO4?$MEgz`R1{1Ja=&T
z`z@Sl{{UTCr2hcoYaZvt+WpAK+DuF75`_LkGy&<dX}X>0^KWhw=iR?z?cKSzZTYYT
zO=YQDcwT63t*>IWk~Z8Mcg=y=EMbWqvC_OkYs<TyE+>*-_t>}dHC}+R>V7TpK9AxJ
zQ0tT2%{}_#EgJc2wNDDW%V2ZZS3Py&xUN}cYY{B5{l}U{e1E`31#z@c7CKqHSE{@w
z-rvf#i2nc#2o!%>=BT29g%nXh1wB{=W!edBa(jI#lu!lhO*Z!WIi|Lcbavnw9FVG^
zx@55cXBB_@22ux=d1)&j;7LJm<yLe620{70Yr9A^`>}hZjY1V<XOqlm+CHI1;15$+
zS97J!)Rz%Nuq&LbY0*buKgNJBjRRIH8_5Ara_9%@)w8A8wSi}oR!cuL5PXNpIOGDu
zfz5IZ%;zjgKJ@sZd7ET-E$N(pIsol8&1X-)fi0z;YmX@9er)sgJXa2JledA}H7xe?
z+cwG2p+2>9M_5}|vP+cnA~z9-L;Op)WPT!mKT))+%WG{u&e|`ykfN{mMif=wK0BD-
z{A-(ck~q>o;6)!Qpc^>p$6R+L^{Ak_^FP(U`_(5o*V(PKawn9Fzx&<)05i|)Tdvx6
zooDvjmtQI$-Z%G)b?M!SuQ$HdEHpcBw`%t*Z4dijc(<Sfl751@%b$r}1#p-5+OhIs
z`IacdZQMJyK<0q4=^B2Q_S<{STUJH$wJfyTzk(1jk^L2Vk5X&%XIk)cj}vMdZkF++
zG0z}{Wo@tJgPfHBkN_jDGut)vhl@XIOGO`G@TQmcm~n@e>540T5qUpWBEEdS@s*al
z;@f`_J*cpjRoil*w?tTUE1p0+1_qimifHre>s7P4dv%#73(?~_Q&lV6yj9@s15~oS
z@eYT78r&+Zzh`5QG#|aQ=qt*!pATvptjLOu3{ErVx}Cp=ui;F)m{s5SB@%D6tU794
z-bSU8W{{@9%11-;o=1LpuD?b2b*1V$^wzgis=}(@yG3wRfDTVNAIiN?!hR6a^qcF5
zFOS;iE4CMKqsj_!skfjV#yW#Qn>j`CSBhbQEoF(MvWMj)FAClHYS{3$y`pMbk%fQI
z<bR#ZbRUmw*HwLMZEgO8bu#||rsw|p1GlAkyXaAAwpVsiTrxgnC{QxD%)yZE_T*-f
zC#iUf{>}!tk5+Yi7{FrNL*;AApz$7+F};Gx&6IOxWw@2vKQL|Ev2o}-R}11jLfpq~
zXQt{6JT}OK1zBIrBj?=Q0s-hnWof@*yp%((UQR8MA7PIzvCl$7a1@+p9GYb$bv8QY
zoivWRwe`)lv|*OnAusb2^7*bvZQc5e_NzK?h%}o?hM5-D(qp+3hLjcGAYG*G$93Z;
zrfP+jh|4q<dNu4<T9}?lquZY?P_7x=zEBQuG1U6kJFjRu-h*`3I=n1~5>Z%u(VTyE
zhs(}0>)g;Ywp;HB++Ra-6YLWMB!H*gY?HSvykHTYeJh-kNbu|uMz>nImRSy1#4<2R
z<hMBEs66vaq<B|a@jaGwJ4KQU2%cN1&eRe0C(L4VfCnF1#IVvOyNRZe#k_oNc?K1^
z!NYXO$4;~X(O%pi24A(dk8$Qs(QT2k8B|Gzz$!=0fHTE+`Y(wrqq5T_jKpWy5_ZD;
zuH1byk6xAJ_DQAO#<mv#`J|N+M!7q;aC4ql9-vp#{tEapti$2|0JUCfT5PsPCcJBM
z<T+l<TaX*47@$nye0!mNr$dJHO!F3fqa0(?<?misW8ul*BKG1yB3_vOD);?P>p~LS
z_<l<fCC$WwIIS7Z(<#Zx=YiAwn)6Q(Exw|Uraa51$!jY_k;U^PW3MBV(t#riO=jME
zsPyZ9-NzO;$e!PNuWRYyD}dL!2uGPgMuCS+FW=AcWY;&QSX)X6f?qSv{{UDMkN6HM
z-lu7&>EOSX_R)D|Ha61C{=0w1fs<ZbPpCm02{sL($*nyGDc}=If7M3(R|6cz*6aNf
zq~G(_y=zs|pFq=XB=bDTZq60`T=i|eaqmDDA(qbWXO`}Ll19HT8?%nz{d%?L{mFm1
zSr(c-)}uF{9DloyZXUXUrAukQ&H2$Wxs-gPKJ*Cc^u0ze`|he;y{*)*=BN9$O4iHm
zQF&25$Nm=o06w)=?@*UdkL=%OU-p^4^&uFSdJvd@&p+<HYm=&2M+L3_0PbzRW>$?=
zcjp~Q<l_Khq=tK6vi<$@KlhH+9)mTnqg$K18Rojv<ZIMc`#Q4WH)Dg7)qBtf2jgoU
zMInOD&Um1C)X6UCcDBYlQE|^&^90ef%Qd-!UAcQ{zEf`Tp>$!+?EapWr>|)XCB&C{
zj<suZcjhc^u?8wQ$;%z1j+h+Ls_GWE31}9|Xl`NM<g!K#PT3r)KJ1Q^%0)d3!hhSh
zEp2OfvCZYIk*lFn<+}`!I2`9DwRNumYnmpD1^)oqWg=!VPFn>723@R-I~?GX(?0dg
zT&&9-zOQ?B%Xf7q@09$)G5maVIp{0XydC39ojtz651Xo4-T<@xtgHD0_=p)LxaX0^
z2Ht2Jx#ya8hkCHzHOAN#V%wG{EtVWB4hK(|p5I!I&gM8K`y7_@O0x_(iSW|Ky;Tba
z0XRH>c(1YI)%-DM;k(0QZ)bUBdZ`SIuz*UoNN#@-p7ryc?}lu^lJiEA3E7Bybd-{q
zIZ}#p0LFI=@x=m6?X52~{{Ru_Hfyg~Hmzouh6Q&5?$!<jWKO&`Pa9j%R|Dd^^^B#D
zhApNxk-zT?CRn#bQd6j}NAMqnd`TaNwJR%_g{ak|Fs#=Oper7Y9y?~U{8Qn5P7e}W
z=(;AW9OftyS~z}Kqm=x)>+@~MJolhoPoH%gi>sTbd)YkcxZK_Ifyev@r=?F}r(9}N
zhnIhooV=JM;C316eFb~ot>7;V_&Z!4AJz3MX8Sx5G?T~(K_rWufIEziYmn4@J!zq8
zmp8h8s%~J15=9(GmtRabzIM=6&o{ZXy1ky^EKA-+Y)fw|hr^tbLHUWzcRnA#`%i~w
z(k>9%+gPb-U3X?u&$*QU0CeDO;-<RsPln`<HnY=S%KR?bN)kNQ>zs54u{D*a-`m_@
zrG>ut)9&4#XiwkYu&xVd91c{kwE%OvmDP>itRLC-iEN%>Rz>-wJ9!6j>zw`uqFr6>
zUew#9S+)b_3U?e6l_kA<;8NTy`W5rS`(+p*FvA5H^}?PB6;?Sc7j$w1iGSsxUBz?l
zo}=r{13KZWUr%n&<~RD!E)<RVUziQMf7-46f5H~9UkiKfM&jyeEg`r<LY=;6A~T=5
z!?+)fdENcWTfq&DoN~gkFqeF)5>5XAhhf^Zyf>{|+Fwm~t210k>4h>eIXv|zKG-w}
z`aj|Iw}q_jAz9-~Tc~8(>*lYV>Q{#Ohu!1)RNgMW({{X8H-1V-vPo`s<&jH#$P0Zs
z^ya*;NW0T6fblFF{?QsTKGxdXyDKk3x#qa2FT73SNu^tfrfXT;32}_=CmUBIpYxhT
z*zUAjn@w8!3p*)U?QG<E=a`1`B~9ET$<t!z<zBqk(`j?2>9QrZn`s(aJYr9mw*xuP
zIVUE(Ps4r=v$e1=`N<WuFXqnjzBYgk-!OJQ!>O$6&l6c)%Jz`7^QQj*AzK?1h4tOg
zeMJI#p7E$_(b~ri%xU-k0Ev(c_5fqkt$9zyZxT&qqgvZS=Gy4X_M~SD6_o)2ReJN2
z&(gbJ2}5^nrA;ONp4S&1WNl+CnRJad@|ff?C!U?F&;B%c@$Qi<T*rGlD=zOOY>i!Z
zoMdol65R2JyR?qsZ{~(;+l@stz}=93@xygK)w6k^YWj_f>M&n<7Vtz7VU&z)Bcy6G
zfI4TbX=!(Y9X8ijSe^95+i!@r?v3A#%)Q52(Yx2Q6-2$6B)GJV**<0Y=8;tHIBqaM
zBTTc5(XO<O5_1lxeI%AHs=(VjEQD>{v9|3aC+?i$y>jEmc3Q@nr|KF6Q`p$ryGCM_
zx3f1H#@zAjYss`rc>Gfh%qGg-C>B+f#keUj10WNf!yh&=$9kdv00|A=k1V#4SR&b`
z3Z{RA{GgWSC8!G<9zMC5X1uupTwj=DV)$boz*vMI!;{v$)vxY;$d)15U|w1<NLM?H
z0>E|ZG4!tPd(Q*iX_ix5O{m=8++7)Ot&l3H7$6AT?$2Ne8LvXnv^@jFcGnFThd;42
zyLi9SXPMebn5%HA&9`qsxZ;4=+5MdU8R=dv)F#)j%y*I4BkqDlAtQ0fXCU*D(;tm{
z&y748q-pjyx}}mOq&BwxckWQPn(7bk_O5#N{{SMq)8OaEZvgx{(r>&ssEG}g?5{j>
zL^rT(ZQA|z_ZjAy@ektVmySF?CXeBpnIMH1&b_+W$>plH1Y;k2IL>|P5btxxE__+2
zN#}?yX1Hki@{w7*z2EcEmxcAH4y_#0+5Z4(*et$4^JFsos*E~!>E5eB;@iIsSxaxD
zTNx$3h$B0KepFqg?Hryt$@Q#%8Qxh#Z)c>~$0ICps|%NNx$-bj@rDc7=9zXoZD+?e
z8s3z)x?Rn_n{ftP%-G81INE@=2ORYEuRU)WT-oWXr0Gv7g`3Qg=RY$s<bV|Lx#z8N
zu)}ky-Nk8aqDdPO#sE|#4w=VOkE#0CqUf4dqoYQU!=;(EN%qLB;9*c7oig8WmCk;?
z)CG(!WcZ^?u(WM*%gBpRw#BQ+xMqxetizn;zl%LiE7JZFcw%o7$1M8Aj565RsPdjj
z)mVd)LXZaRV?6qvYPPlF?JLHA5(USK(2XxnkL>o=>N26104tIFCCSP93itm240w}6
zk9~-Bg+5)s!a3+Zw1nHS%y_Ti_5P!vvUpzF(VaMsHi)Z{+(zm~)Aj3LGF@J4QR-==
zy^JZSd4dlqRF_#dYzczI2G1XeuhNYQTPWiF)XIr7eS3`m0Fhol;%|k%8PonH!{b!D
z-n-K4$_%QlIv%7qJ%bz`v|N=VKf%8Q?~=kh-w;g`U5}koD1)ju-TopsH)`-d9qHP<
zzA1kXX=wK`TC>QI#O&;@i^$#lBe(*-+0gZwW0F}eUA)wgtZkgek`t0xjsR6T<EgHH
z!vjjyynU%iEFu2Jg`Q@bPnF&96$TGG8G|v-Gv14WXODaX_+Ni@x5vIRxM=kD`E4zv
z3}u>Jovt^1&@f2HU&6Q@V(M>*{y4I0$o!<UypkxD7b07D7&E!Z&m;_<nBu)x<9Egz
z31PhO?}lzRTv)P7(nNNJVB$Tijy~g_p0(jRSBo^?4cc4{I?_qzyJEKUzIK(FFjsKy
znIjYpUvdwNek#=U{c2`}G<s4oh7th+LZ5kw^e3RtL0)SVmXcVdoK{5NPQg}8oDfb1
z0XWG#dRM+nr@pe9SA=zIyI(8Lj%9&Rd4uKL*l)dt9euG`KNGF&u64_83qpoFTbn3L
z?~H81ech#pPpvYO=y;x;Yb=_qR!B)_lgeV5KPmZG@y<5q@UKCS;l8h_UP*1H#9`CJ
z10BWS2;^<_>w->t3WV#2!nemv()9RV^CL50Z^Qh-I39#|r)pY`v#SVGS$Q7f{q_hD
zvMQpFnY-lriUwY@@Sd5b-FZ58x%QtBz}un_FYaSi<1XwDc=YK}Nu+7|M~$r`H!<DE
zc1)9rc7|4Llm71Feo<Xy9u0#?({A*u3(;+@>M$7~T>Qlmh7b~R3l8GEAO?$415@4^
zCjI_N-;m!vPhH)A8U&AO_?c-f?U-F6)eW_zo9A>-n7e$c1~c0wtHMBMAx25)2l!WY
zcjCQi?H<=ll1MGh<GfE6;OqdvUD?mdxZ~clG}XC-QHNE(#j2xu&m*Y?!yI5QL!VV0
z^FYzxXczdn8U@s^d0{=Lm=@#bK-_$z)OH88bJBQxt^B%lXYBH#W+SzvU7lfO@4^1|
zaw`j2p3>J?lK%isoLs|ntlM`GRInpq+Cjpc74`zNt+h||h$X)=${;Lqu0xXF?H+OM
zKpoZXn9{+&)NTCP_p3J3<*DQ4C_ZkZzj0Atcp`mI!?zwe(EOWiHDnRVZ7jQFS0|8x
zvAIF(&lTu;ABVJ^W@vT&N_o-*2x5(7%1Whhs@uNk=N`RkTf3biT@O?6^_7Y@*^6zp
zN8g9&zczVe=((U*JSNXV)ow2%(j&D7d&X2oZi;i)cT8igORlb?rZk=%)lq)aXE84(
z;>VHGC$~BLt2WzG)O6dJ9yuC0ETk<OwthzbA%oL6<X27N`7HH_?R-&Z8$#Em(&9Fg
z%pz1hbAWjq^FYoXv@bOYFCvB}ML`na?fxe2$K26%W#rpi-KYAw*BD|q1|4`D;Py1P
zx<;v{#T3`}vRkCXC|yX;=hN|^XG1rNHAIfqBQmw8mm8QwX&!a~8z^A80EIr@)o#i?
zJ5{ySbqkwCv9bU%`DZwE0|>d}Cq9EYtvwsURvsnN{@S;!pJK6M%f{m{bG1M?`9^u~
zT>hVFcQ%@uY_|7H6!Q7mMB#$q5DCB->yyO-E9jmq)U-I{f)KLDE&~ZNNC033Il%m@
zwzSf`S9hj1v1=n*+T3xQtQOoG=2b2K04&F;u7_A%DnAdyr>%*)h9wb3+;2z5GQ+BY
z)U|Zb_)6c!J{-E#G)J=1t)kfk*|?FCHbq_107wkk^gJJ7K(1mf<h~ZP5$ZC>c9&lx
zD`8|WkC$QjMi225$4cvToikeTMT8Q`Y5kjT56h1+Un{$>>Ckh{QSoPo^eDV54w+<L
z;%p)txiHcz1^I>n`>am`)4g;b4=25|(?*x6Ttx|wh+|R}c8;9qIX<1K5^3nZ1+dag
z_b+oc^5x*jSK8Un$`~92(-qm>pBUU*TV9VQ?IBXD9>A-+9b{F;c<YXp%lM<m8W)8v
z<C6aXdn~62u_<h~a!J4#uG7H&D$)E+r7W5q$dw>0B*0~LW6vtw<DRsMcij1h;+KXs
z{Xbc>)-O^V-|lhtR@^O_PBxO;Mo$HE{{W#@*M<BUt$3=+;@eystrj$BC6(8EXXfCp
zLgS`u>kUJ~{vGiZvM#e_4b*A;F1h)>mB8!%7?;EL&nJaZ(b+=1yC0Lv0FLM7#&ew0
zxcQ7X_-$kTkpvN5NxlXdnRerF9R@l4e;VR7PYU>#NSb+Ky@{;0e9}krN(zscdXdl$
z81y2!Z8O9=){m*rp`<aSZrsX)E4g#d?Brnm>g{wdi1wGdgtqq<^RL+d0M<(Tc9sL8
zh24-xIG}o-OCGvlxwwvd=>>$dtdPKWV6zYz;&0(h;BBs+4~trymlpRrt(~<00BVua
zF$iVesC=+-mL0zLf5N%%6loLqr&1cGl2#i;SCJMz2rk6sNB48-(xI11@wK(BtTqX6
zFa@EAtVkvd=XWO`coT)e?@X-@n_1Q6@q|}4iwu?!>F_j*AdE-zNXwn7erEdTw-woV
zcIIedwY9sG%rV9H^Y^lN%Krcf_BF}sKLvH0&kx&cHd>sQI;>HjG6~p>xICn6c?YQE
z*LUDA23*Uez2xw+M_`dP)04T8%H)ja<~>QrY*HoI?d_wMIKOxO@BaW*br$Y^NaRmC
z;$_{p(Yh0Z?_3@K0Em1+sFjaR(&YOkxB9k@GP{=_c;IqRsWpvr;;Y*Lmr~8-%!+qL
z*l7zNr$9Rc>S+^W*Yxc&=I4L*w7WWf?Q#6S{dKnmgjV0XwomvLGT%(sG2xwVTkSU5
z`uP?ao<A|WduJUpjCJC+uDn|xnKiY&yoiXxKRL07&r%1sO!1lobDkl$mfKy1<}Kb!
z$MY`Uj81<e&mN@L&HB&5&1U<=a^1mkZKl~X`LVw5-r>E6zum7|@ou~z)GcgfxbjkY
z6=b?#Sz=z~h3Ah!Udf{PcfykBNqcQ^ZG6tVR%@NbOCR=6%g;O<(;e)1AA~gdyd`op
z_PC!^FaEMpgbuw1c)-B#R=zEGrq@RB<=htXEH_t6vMr!)%W&VPdgyPyA86OwjLqR)
zVqGdk%E`6bYjFAdrGEO4euB8&Pr#R6BA99ZB@xLTxBAJJO^>@AY#UhM`p`b7$uQ_T
z^pHb)Z>QY6Q)I;=MC3N!xFB|~P1F7mU0vA6dwr_KYb>Z3!ee6S#AGYvt~2eL`b91@
z#nA_cG-mm<wDKce$EaNAJZ>DEo-%8Tu<<ASBloT^*X@%*pWV0IIb3YyXO6j`tFzZW
z1bAb^o(b^S61;M2dY<-oUR|O?#?W~IMgjFEy5ESNDAKg=4eK@<t>Lhe;@q?e$SkLf
z0(c?6m3U>Rj*aEEm;V3={gJfQ2kz&cm3Bm(K_s4Ac79MjD}wQj^!_lshQ+TQ^X#L`
zd9FTX^Ajz#g5a_1*W0EjBHG=Y{{V`9CZlSq)>tU9rc^J=vK7GqcH8{x9C+hg)<J_t
zvHNAk$NJFGZUKivdV`VbMP1N5D;A@w-9MEK?{IR7aHDFe>@s*feR@~c{ua?RKM!fk
zZ4HIJgOv>4U-33MIU_U{+DF9~UK-am85-AD(#4hZ%4LPoRYPE+?Ksb3#~IHRrw75`
z5$f-ACWbAfj@<cjBTg02;~|bm0QKwZUr_kAT@p(lGtQc1c{ewbgK=d&&N%wlkNA&R
zu<*=>RPgqomJM}o3)@QU%vnw_LWVy!Gmgf9O`cn8;LT4-(=X)IqiEfTSlTHE&9MBy
zFbqDmr~d#69-Rh+mikqaqsQ_IrjeDo``<Hh*R@S=;>j)aYm2+t5z^y(BtcH-*}>!U
z?_9TswS7El8inl8EyT?M`!o^(%$~=gImyRU?@VQlYf_HN(i<NkbsMQbf3!%O<2fJl
z&->V|eG|i$n)0m8WYXFR0FW;a69vnJWybNG@z<qbT+OL!wlQip5blyDF-)z-*T*|h
z;B)QG8V`x}4F^lqv`IYcd9Hc4ARMH*!wydw<C*~VPl*wDS6b5GyU=a!EiX{V0fTqR
zGDG{lgR-#hE6ue301wzpE8kz)-NzhA&av7^j3F!c6^xsUZaHEB93Cs&d_SpaUNrDR
z9ZDFNRI-twxNKp}stFPjILmN&80tG$W$^z1z`7;AnDFcA_RGti`A8(*BTN<zDO2+8
zKXe|niM@}X?|esXqxgEoH1aNWt-mua=P~SVADZiYZ4~}D@U4?w83w&)knyHAT>vnW
z@$#!+;EdLPi>x$BcG#00we6MZhDjjX`^Z0s4e7;a__J5lv?y&(mmDSuo61=WJF_t#
z-5hW}v<&5K?1zTl(@~1b(&pkASh7yU?<>aTLNM4q#;Aj5t=}!hlyF3D)QN2sSQb5Z
zZ4Hd~Tvn8l-q~sG3~d$V?p8A*M804~8<`1VmBHbUy=CbZt}ZbR;e%9(3tNdJ-LZ$v
zQAypn`}2=#WgT2vF27+665r2mzhlGO+ruD<)<xwU7VeyJ_%#>Ww~X(^o>z!o{KX?k
z(JHKLBpu&pJpTX}HDAQ<a1z(;R?Vnu5W*#%U!M{4w6@QbHtZgQwQ+i!Qe5gQd!=49
z*AlP=p;l0f&=z$)h5_k7in`tIyM1hpsj+)_<=C%-_povX>@ni7;IuOzFp`$)%C9M0
zh288rpJ7&>?&nmUA=GXqoq^dK7AyvR0qc{F;=Q-P9uC&0(4K3+Y;A<iBo_oJJNE6|
z6pncHplzJQ+8_2sou%Ex)|15$cmlp!UF7dqXnDeI18D>vy~S@?>ADuNacK-POKT;w
z{h&&xdu~sg0KW~-3!2c>{5<+~nq6x0eW4YO`+{))0PrFGYs?3Y?xBq%wSiO1BrJu#
zeW&kmF^te7)HT13I<rbFqj@B^w~#0WlpmD*%r=Z?865{&%JFZ;Tdx*dK9hA|kyuL_
zEW8ge?QDae%cXJm`pg>rwf4<A-aD9~LhQgs!GrB)RRvTK4<y$Y5xHA?i#X##yMTEx
zIKepi&jTl=0FpiHz&{f2v`-J}BL4u&7EX3Xh@*6C+%D1Y-nMkF5$PIYoo@ZD?poqp
zL@neJI8{=>$S?>g&ftEv^V`QBpJNLd)?q0w(4?7G>b#6_N4<Rkru;dyy3_4^L#5ma
zrM*!qm)*Z>rqlBSpHYeg(g8f)Io3Rxtj&&$gL+;_*;eE3vB1KSoDSHpF7ajlnP+_Z
zc7>@e&4suQhDgk+@(!wuz~wjtHR#8~7aA3m_m}#pvyK?Sk~zyfeRhGjC+5!t0nSIQ
zRlN9p;YqwUx~0UiuAtK@6tH4Y#zsS`ox`4(9{I%pk0!eDj-z*(?<Z@?r5j|9WKj@b
zMcPNxkyo@E=_8!p!DVAGeTwlRWn>@T+D-`m_5rU(@b`r5bO|nPE@Vwc3&dAw-Yt(B
z4E^krp1nS`*H7Ue18bT?SQ0I-BV)2;KQZG902ti6c*m^+x#suUzJ-4j7cXG;vRO!0
zOef4Eb{{hCI3;=HW36-^7_zw4^&R>oi#?jNVtE)QR34>IL+#CQ>)>rl4OyVIk}Hs;
zut>joBPxTqo%q9gfq-kF@O7-Wx6Pwk!ycZuY){VEX&8)bRnN)5&&}R|GH$gCjVHu+
z7tvojTL~H>H?a=c<7)fYDXibv+-nOYvdseWC0M}9x}F((VZAG&@!p3PjjF)XW_Vy5
zWE-=CocG}K$G;WA>Do4};tgGFY@li9mB1l>=+8`?VMo@1qtP_YBTm+2g7Z#^Ww^M{
zGRhO@PrAj1Hgx_UYSr-sI<357JL^$vcW&zPe(!SmgOQf`fh;?N&TB^Z;a<Jr;~u$S
z;zhEBS#6cJNg}Tj6620vCj@=mS2YjBORwy^oe#ui<%Z)aG%T2t1pKEY0HsDcb3lh{
z{y)<-sH2L?!}~rZ1l>ivye!A4jYnTFf_cCldJ4_(?YI0SxAI?HK{dI3z)1-a#zEkg
zei_@?amQ-amqD?bTM4C)$$|d>cByiPHQUEOcXmg$bsFrtmYyx`JUeG3@X3W)IP&@L
zyQe<10kaBe`W!LY#c<bGPx7dC<(TjpfbU%^>2X`zzuNB>+W!E_c9Z+UFXKqhxELgJ
z+Pr&B@h*el`~Lv#9Zefl)=>(941uAIy-Q(!ZrlToYnt&7jCFq$Mm0;7js!`3jjF{|
zq=Wrl&~jG;EXN<60<r(q_*N}W=j;PYo_Utne((blsxWdDG6&30Joc@9KgJrRlED_?
z<y*#40xF|>64)mqx%=zKy^$n*{D`rDall@HZB+n%6;?%5c2r>M4-5er{0}q%>fRl{
z)OD{Bma{V<xKOP-pO!U0GZKE7uW|8rio6G<=#oWis7^28REJ^@o=lIJtAX;bZaM4C
zd~zn3L|_iWHaRJiw4Ypb&1oh5^tMvkh{VEa5uQ?|q{@sc?(6{QC?%uO^}+Dg_9VH9
zn$hIseUz7PyZmU}4tnDTyteMf>cqq@P@tMIEN8Q$5(5uogI0B2D^t?uU+pVKwKL_=
z5rrc>?d^f}t7)iecXlUAc9v1GL{Wv$$_{wI&mFsRXc>(IDo7lXr9mo3P{19(t|}U}
zX=8VNGC^q*OC*dDK<><N2h`VNtLXY)hV;lR^;;W}txC%)`LZI$v1gE~g^AtJGZEj8
zF+k1#0EW<M_R~vqsq(W&n1DT85;m~+>b2i%GEJ((Yogs)x7cwl%9W9}yp6(#kGRJw
zeQU++{7B0>$pi~+G-_4@8D<0J+N-g*DL&*^q-l|B0^TTYE-sQ?-fWpGv~C#wpC}wC
zpq6yD-UHJo(X6yxMV(@WjDRTxi6<;~cFlJYrk9~a^4h~3AMJk;{Cn4y-+1Ru(E~$h
z=4s;SSc8V|xDR^reMeXEPl?>L#(RZh_aa8w&#=t`vuCku{{Rwnt9acl&)R16UX|k-
zzlya@RkoQLD8IU=`qY+w3h^cD0Uen^+`B5{>IvQYR?GMSte`V$`lYq0AHt`3{Yub1
z5$BXwZnoYBvv4Q5xx6EW+5)fOKtIl?eZRvt^1QbCbd!VkR%hB5^4*`tf{uRP((3Js
z+QRb@)FPJ0<z07%yf<Nca35Ql<Ar%KLxUp^so+vwc-r<@k_$U%Z6l0rRYBX+wQ~^a
zdWE=<L2)8^zkGsne;%|5_Qmjz!}|?J3D#S=;>Pl`It2_l$I29(bn9IHzjxuCQ&+gY
zy12JXU6Dr=F)KSNpvT@F$;oUQ@|h);Q<+_y`mrbZ)N}=pMgH6HrJP0xBAVq272CB@
zPI~pp_O5PiX2XGNrb2;uUoe?C_s%PxqJf&HS-lOq4=&$5qK#Ae4Alv)ZZ1F9%JO6T
z%un;EXrKa$D4+t0D4+t0D4+t0DeAd6W()Pt^vwV=ikXrXIP(j8s{a6q6vr`>`>;Uw
zIsSrx8AV8BJ9dRoKAiq%nvQ@9D5oMkj<Lq2nTP-Zl1b<QpbxBm3j8+Hd|lu@MRjD_
znuW*9BJjXMFu4B!fo8Mse`Z}`O-5m*YB38C#baqfGGt?d1_wUIzM}Y7q08Zq1XyX;
zNCeT_gC;s}Jh$`3brXN15BqDif8a_8{{Y9ST*sN*_*+T%D3QLkYvN0ZVwX)nyOIK;
zHc*?(e87{>9jn3LPrr`bUP)~#z}O-}j1cFh8yK(9pNSUtf7x22>1n>|{?((6c>Cw&
zJfA>G{412uw3}@&!&W*~`^R$dK(Mm048M1r1KZw<l%#xBX?ZNBD;a{cY{4=|AQO%c
zwRheG@Rh~S#61$iMGq0WS(^u>aFFDmZq=XhAHwP3-EE|^K(=>TWDECEyQdrvP(Q-5
z{5z}5Z+G^WouPQ)c-md~$}kECx#}sG=za69d_(Y7lQfop+7Vn&AK!}H`GtSpBjwNI
zUJ>Gtjzl}#=&Kc^eK#-?NPddHDEw>X+v|jqb~fbf>7217dL73#LY0Y8M_H@*%Ujkb
z^X?~RV8n)USo8k&MRPM;PjK7kk)&@{IsB>`DV8`k2OJ)G`qYdeFz*aRg~%z60^nfh
z>ye6vy*J@cf-L-X;$N^|+z6nxL2)D_JLg4p42VZgyq?3Q06V}MkJ+KSQ3Px)(WNp;
z^Zd<)RaD1(SFrdBB=LI>5O}2`u#U;L#U$7RkGd3Lap~%7Gsij>n`5h8yjB9hOA(16
zwi^U$oG;z}XOmFslKK7<IwV8wkV|l@50}|Cs=LTn`1<kpN7jNjI_+co7sGcK7n*Fb
zGr`3EU)__;`M0;%r_#Lo-%z^NET30_+wCS!HkMXs{{V*_xW+x}TU7AWdS-{MS?Ln3
zwXCe}>YqD&i|d?^rC<0xrFc8U`fawIs9&a=c8cb9k@f<Sf<`mJ4Uf#y7emQ>PXv-j
z75@O6c8e>QEh|ZwWL!7QhmZ*8aOi4r;){E$DCX7Q%)1UE7&u+3c9zd^-n~cmmASEx
zSkt1@udS|kTPU6w4o3<WHpl}!1C#4tEh3k7LDh&H`_n0Ej>lZ^_M%>GUdrBcrpUx3
z^97H1PzfPP2XCS2j8{RT4FdAsYh;ag%Dd7&%e8iY5$H(EcdXl8HaK+4m<vtzXLuIi
z?m^Bx%mwEidYb2T6}7jH+w4%iy1ZNb=g#Q}C32%bDw9CYi$t~5EWB6!hoye-UAkZ?
z&KDchk`M5M&#iTyEo9SeuWfE5H#aa`293~e!w;AjJvjcA=AIe7yt3Bdxw0(M=jH(6
ziuG(CQP!V%sHOhDb9H?rwy8X%xsN-59CAH>l>lGUyi0qhXm@%&l*S0PW_7qKF`OvE
z1zh~3oK(>GW5s{ivHhCHTZ=oXBW6GjRzh~DARYs8$^9$aehz##@RyJ5^*h~4X@!=a
z>lAVPzHE$e`P@efk}?Ne)jx?=)A)N)Zx8r$#43|3Mq1YxVmT}GfJRsNg#x~|JoCi=
z01hvF8>8EJiq}$0rfIyViX=Ou!tN}`kXIueJJ(BNt9XmU`fi_h;+;uS%(-N?PnfwY
z@|ia0(>NZLpW<DA{v=@O&hj>?3VDmc+cL0bblcd4uP?uzO-kb0JD)LUjYM-6%K!oU
zzz=Rs0CxBOBDBBM?zQ;RDTo`q$(QEe{3^SSYlGBX?yhCj41;Xaw#*C?qm9@d1_mo%
zQPVVyESne9lIS1aA0{)rHy|Su@`fG8Naw91!QkoE1&;Re7FAIxk~J&P<R;Qc=bnA&
z8SY;R<I-Z8Z|<XwQ59C!Gq)_;d3itDYVQ1J;m-~DiXn4*9^1$=M6uymu<S=pE9V<2
zG|BaQjd~lD(_(29!4z3vl}6Hl9z8g%o8K1e+Iw1R+J%gf*vc7VNeBi<Q}^+lf%st3
zCfb~yv<wqT1&lsqQH=SH{Xf0bil?OBUu#;erL^SCsHFz~0GVS<bzVME+PyczUMbW3
zUE&|GYuap5TFGw2;YQ?jZQHZyUXvPV)*6%jk_$;~&&>T6RL3d~KJdWmI#V6TSv*>O
zj20g(+qUhGA2#FD>;C}Pt?wD@aoXrQcZTAH5^H7iCusY*B!p(}-1F(cs5FD2Yr^ML
z)8fds;xi#6JFjeUf!j6ao-<nu+e2w1Tv+M|I#2S$v9q~{W@FJ#dQv3o^le(!#y5-3
zjV6D(tTW${&#z3^E3e#3CZ#;LQ0Cs=E$<wM1m~tW>??wn*@l<q*bh45$VTIT{IraJ
z7u8&JtuGq*vcmNascAG<clYrm4Hm%3Z{>mWMn@aTJ!y`|9pa1KN>3^!eU^cPf`#x4
za=Wqt$gfnf)%7Fcy)IpTMo6KL&t@*6W{r*`-MgN4^d9wA9S>90^b1wHzf^<EUpZPX
zWx@NK_`n^w$;D^hd_~i=+t_Vvv{<j6-Wcs8TZP=AQy>H!lgT5XpbmCZFO4Lc!%Mei
zg(s2Yju5+3jEN*}zd6q%fz5i)iT(@TL!+I3(^a=Onst;}7V`tO!NFXvIp>lqpNm}6
zyfY;8Tfrukbv?SBfxNczfFPp(01qXJVc2n84W_eat!oC#D^~K`DzXcfiwZlRyTf`K
z0O!-go*|P^h8vuu#kOUR{hq{(fx*ZbuA^J<WyX<jVKN|;i3axn093A|;TVtMIpVsj
zEBP!YX=c@Q<XPK#yq6wifNlQjilgFPS3;Lex_iA+EBl9BMHCF>cYk~4ToIpI2Xo1-
z+gAcPEhJ}XNrhH6+`&QJji8*NKExXIy*A#_;*U&?{J7+c&9{c(S~v59e8>xR9Ok^D
zYfIfaNMxA|Wx~rF1HlK7Ln;18BDK6feXGH&#dD;<Zf+5o(jp9q8I-2t2|sstQhug^
zv)*+FXnZEKYTAs6s2LVG(>ukmUzDi+@js?(fs4gSr(VZxW=z*;cP#na$One}zU^~?
zul#GMN2bLXj^KRqfcf)W5Uj&I3=H68)eGGo2<&Ct?Dy8igDyY;6^P3MGn{+SD;*z=
zyh*8RI?Br>%H7@a%n~rieg|A+5}<s%aaFW$40xX6)%7^I$=qR*SfP=*>I9@<cgPi&
zqUxR{7BXr2UD8<EvXdl=5+X-TG^)G#>4Ix(z#bIv&xx<5{{V!eUyDtNPRR1WNh6=S
zesTAGc+CScC(`YrYnbJ>n&m8|+S6OE^=58%vyAum?dwq8X=6!(+WPv=NTSr!%(X7X
ze|3Vpxa{XV^Tuo1JV)W(0@}=Ing!Ih_O`4VPa;t7Gcd+LBy*hSJq2;o_*U=4T9vMu
zY4*EoTWAv5r@LP?x@DbqDvp4km!}j8=a}7ES{S4L&u=#@`DQq554yW}?fK@RTWhFg
zYg9nyOet-<fIKn5!Rg+*jZ?yNS@@dkO3@kaKF2C5Zo<q-P{i#Z0giE;SF7m13lU+A
zCZN`$`0Z7YeCf_JCp$Xy<I;iL`SxjL7XJWb*rqjY-eT@MvGV69x6lf^;oUypRMnxg
zxnQXI>z+<H9CKYSh~d7{wcEW5L%KK6Lf%^#)m;NO-cZ01*Y(eFT~3+c9};O+YvLR0
zV{IF#F>H;9Y>bWA84Jcu0dv*-CGh_M!Z&v9Hmh+gH%Sw#MGQIlGr$eg-`csK6luC<
zfp_+89p~Nmqx(_>c`|XgkCcyk(VNElo{OZzHkT?3g1cjh#?LVAIXLT*dB%M!kFnDH
zQK{*dclx2Zmr#{inrS|NDS6wsocHKDeiVo+A0277^IYi77;8B)({3F3!*9*KerDQ6
zeXwecpM~{(c0b(A_EvkFY$L3n?Sj8Eq3M(Kq|&rY3q23d)ijZLdjWTc86IO0xkty|
zAo8G(TEC`Cs+(K8y9nii_kFw<2qeqKj^$MsJbc(YvCvZ}(6#Y~r{Mch3>uvAL2m-V
z2x77siEYf=Pux+)&^hb6yr;!lh2E(=T8!{C3pi{SKQoYdV!a2_y|Tkax@|M<x|W<H
zw~lg9<z(Jfa~kepxE03Y0p}doiTJY9Rk6EBbty!OOEh@EI43z}9S<}DJxAe&m#E#_
zNH5vqf&;cV88&s~xyTvLah}+(LDa5vZ9duKnn=XF`d5%>UMJRXk-xIZn&JpINgEIt
zstj@e0M@PtSn(#KuClD)02^`z$!z_5{!|5zL>@b_)2}aMhRhe4LadP@?kkPiBpyX@
z+6RX<KNssT+i7SFw{u8N;8-HA(#+ZFK7Y=tX*VyTNiEqbW@w%@jP?1BIj^OD7eyC=
z{1`QxxRviOuF4)p=#;414{#35wrB^Tv*FK#It7i>Lb3U;WXtBx{{S&A27W`)dF@^~
z@ngozd3!H~^fvOe`&KI{Q=c+GdCBep>+fGp>wYSWN6=?tiuV$*W@YGdK4JKJ*TQ}z
zn@+gbZ*DY@!q!;}pktB=<+<<9X$n4Mu-HWomo}kyYQ$|p6EhI3%uhI6b{@5@;XBPa
zt}kr0D9~Ho#DmM;Q*)yXC_Rg0nqp}8*P4B`q%!{ip`x_!Avs?$zlB#h?Sbo)UB|;u
zhjMDHy6&eF7$a=K5g+RrPI5=3GMhIW;U9@L>nP*W?52BV!&~sGQzMYuxg_<*dBCqV
z@dt<RlITD*%cQy(iP}x1Ka@7JZ5i0ajB;`K*WVW&FV&jE5JL9Jou4)`jxc!O9D%^k
zy>TyXqG>kQTK2oX<LyjUe9ylloS*ZKrj^K2XU0<abm@`VY9{7Ll0X=+8)Q;X0Y-C>
zI-K!dsi*kH>s!)p65amKIw#2^?PJse%su_OR-$PW_{Uhb{{Vz$(6!V|S~OJ$5g+%s
z&Uqx)pLp*|zVO7?8g=0i-o9jYU8Ce@?YG{UTc1IAL;ex?te)OWcD%XNB-<p@D*Vg`
z2$<`)l22;!?+<By9K7-VqoPY?Bb$|fvz0A}eC{L?M&9^2#~rJd@L!EJX#7v3rl7`4
zU9s6JssZJ~%mFAD01`*c+>_0F$BcD94e0tk=+l}w=F?$RNSQa5Cy}`J$sj5E(kEli
zB-SrHBX-vVQoFU&3p7a(Z!x^V&qn7S`LB2I_PJr=Z4$!D_GOxDKfUK7JDiephUca*
zN2Pq@;f->`#D8gnSJW*upDr^d`;nD7``%u1S^XD}#=Bep01S9yOS?@%*5>8Rma2&?
zC6#c)<$cTTKs0;SwedH@IyJerhg^a<p!r%bslRvkKvft&T;jX~;vdE4ztg1AJS7^%
zHlP8ynh%;yi~J>*_{r*hE6H`=2kClc+y4N>_T8i9im*Ot&#DaOxCrEuClW-(7<4Ld
zdG{1pYAEQmjU?aN-)a)f5=bIvja&of9Q?%Y;{a!$TC=4s++kyp;j*@Q(e~UHUE4=H
zbJSz6*0FxnA-94^WOHx>qY_S4e}pc01CoEjiSIQ{Y2mk%b<4!1V^l%A9Zmv_oB^L|
zWgfHP{YEQIW*tWV08q0r+c*03<+)v}^JlO%+IX`}(k!lEl6cwv+}?DpyLRM=ZraW0
z=awFTSIzoPpZ%+-!KeAF2b|dRAMURN^Z8e*>Th*p;QPA^$s@Uv(WA72anQ!#VN`Y8
z6cO~GO&kHnu{YZ7#EXACj?T>6P%&(-%nauoW7@qeXg}E+r-m+NMe`YXRy@e%OEWWi
z3eNBaoty`5wJfj)Z<K8V%X9LK?)C4AhsM`>oSq=I(=8C0wDoeV!{rLchaI-#pGpAS
z@n?z(L*{B4TFr89Lnf^gZD`qkWmo~v%79~@4?eZCK96njN5ThRwu&2FVkgAzMguY_
z&N2P|K9%J__^-y-%MGL=SGGeA)hddhuGTpu0!XiG_-&!;x@U&<Jt_eh)g-%&uIE>X
zU<31PCxQn~v<c{V#r$JV@R5iCEVE3A&f_f@b@Lq*`tMF_nY`2@y0D2|rjqor^Q4i<
zQiFt0J-X(--{Mb)^&7oH-$9q`@ZDV8t20ComLJPvI0GOYp4?ZFUU(107IAJc@0Cee
zB450OcIU4g@j*$Pdj$`LY_F~>tGUqbE(C(at4*e^**5&GB7#{QFRs!CJ*$<&LoV4<
zlsIK>I&}xQt>LYGo>acF`7U<sU`HP>-G8p$C>iMb$BOSXJrdI0N=tip2up=0a;b>|
zsbSN0A3S$F*Nks%+wym3InO!u&0D|JF7+wR#pH%ZKc!NjNgGn!-&{uw*9+%Dens=!
zIc}}<<S@zSueDYeBp0?&u*E0KBC8UtS2#I4`gS6{3r5sGwKO~Q*LE~F*9#4{)ccnJ
z0;A=|)gz4OwRAe4fHZ5klEY49wY`7<@)E^ckCYYZmh}_`&mD_M)h2~5t*s@RC(hPH
zEIw0%oM#;R*V?FK@gIe>%kL4!ur2Z^o+e(PsUKf_V<R=?Uj}s;2Bf|YhCle3GfH;M
zR3xs1pDi**8v}u!O?{)_t#`p*BeaJ>y-R4XtoFy{-LA(hH*O2=rvo{p$df)W*8UVe
znR6bc;p;n_y*1x?i{{-P)$ChoC67$;*LM}8;Y~4ZB7H+ynphD0vD)Cd0e<KU{p0yp
z-SYT<>{3l}r#n5nr~I=azD#6-I&s(Oiut3*UODjJhwnz27OfJ<es3k9NnB)gSpZT$
z+0JMZmCrp}bK)zTh^_R;(-U!7B$saK_ypuHP6#xb#fx}fLQe_79xP^??Gs58gbtt#
zCVL-Wpss$`;w+cVc5LLfj^yuKc9od8Q}<oh0|)!SQ?(BfU-**WY_QqSB0}-pMyO<n
zDFAth316HZndoR4&C96hF-(^Bqz|*ova)U3t^7zb+&ADWaCoK&zk77H+acUM#tXqe
z!Jg*03tt63xg-$T-ODYlvOKPmW6bi`8@#3WJYe*%ZhrzpW1#(?!{Ki(-(;U>orX%0
z`_13pBe3<RH)8`!@otym=)?(Xfn&;$>PY0^;Cq8ucDi<nr)pPIX!G1yOK#A!{hmfe
zf14pngM*$yQ(X3;{gDhteL4&6GU~-0?$E|Uw1u|s+@k?c1Fd3sQ^XNk-Ck;U$ntWb
zFrbEZ<7o$uea!>0^$o|w8Dg<Xbj>FE_GkY9R-tk8bRRZx$F*=CH}Ox8EM=0*#I}Oo
z8;CYV9(K;8j-xw49M)=lQ1Ob!Q&hjT)8UtQ*<ukRo<8$1j1WHx=Jjnu$KEf$7Z;aS
z_xAEARg&FHq#H-d%9#gq4msUOl#Wiq3)?Fl*UxbWmfPMU;k@W~Wt5NMAa)&j;<U9-
z4%$a2_MU*ZX=3Y_OKEcL>dTTz`Woc5`~6N>nk_=<W}e>QC}i3Q2&ZYn^sU$N7mRdm
zGRFSy!rg6W$%<JaAG{=IEI|h+IUOmMN}eRrOsNiq4cxPY5h#(BS7MBOil?u7+5Z59
zzgzHz%WEwmjrFpIORI&FO}ns5sA1QfXFM9E9<QV8u$^O1vyQ`AwRI{Ge5A4A^N*YH
z>0RU>4?Iian`kfQ@deNv0~6%BvHt6gppJbg5zN^9Rq<}QV;+n1nPikEZR6yIJxS*u
zO8dv*zKx}6{s^_v66L3R;H`G@e2!&q9I~F3<vta(@b8DTtwP4r$%j_6nHKSg1nyP)
z!zUY95ON3^&U#mzc-P{hN2(i5E?bBqfipeRZNYNGYQ|Kbm;I_lJ$62q@our<-5XI)
z4r$gic8*zKCj$$@1qZ3)HRL`k(mWdt>DP3)MZ4QTlU>0-?%yEo`4&#C+~e@;UJv4(
zW8y%$j^|I*5s>C+SqiL&fsuy!TOCJw<#b;dYj<~d5qPcUxsb1zeC7F@7{Fpj1CF!;
ziS&)er)zB*c!JvJ$@^-@4XiR@w{w@sQhxWZZYxLP9n8{rabmGg^~{YVo5B#j-;WjH
z_I@zati#=1!LoH<^k||`+qwIpx&exlR`J|(LQT+eiSuGH<~JWR0iU`T_?YoP?0etB
zdGtG*ubx42kXx#>*FQG-n4GR#sR|A%kH&2~!hRp{HleTh4(;tPt?r>^ju{+87FQxo
zk!Nq-<eYJe%+hr)2<ToFw6O7o`M1<BO5H<k7TxH-!rRwyKQF#Iitx{iUNqBnNp!ni
z26mR(&5PVX+lCyRs+K=^Fx+_cph;?Zk@5ckjF`JNt1)RgX5(?szB5>@uIrLY(wqB}
zB#pR{E99~I8ty(CcyiOmzB_|UXcR#qd4weVxL=qdKQ2dV`p3kd2)sR|>C?q;r(2`U
zm|(Cfv|x}yFT3uytp&D`^IyY%65Z+d7qVPOCC$yo*`$!1?TrrBCnOB<)~##Wwxz6V
zvtLJREb|$2^Bs;;Z(un5MQrN&B)%E9O-jv{dxUj@dnls~FwZfv9(O0duNBp3qFqwL
zZGTggiKmClSgu!Ns*I@Ti~)|lc&0BikJ9xII$t(vHcp=^qLPS-$YSJk?Vh#OTzOY9
zTt}e65?Pi>W!;cxa5lE$dHQ~J!r5DBH<D_4RjiF93*`%vFie{pa<1=9-kzT|Y1?>~
zOASx^9@GSbcg*_(25<J8u0E6jxu$r3U6WFdD;stnV#7_h=0dOT$C5`*`4#QjguZM~
za~e0AkpBP*pYHNO>A>rX@_4@A1k%f+>UR)K#SO=nS8K)hiay}MdFfprj<vb}0O1`U
z*qVx?O&^wERSZg;1CqsXK+k$av&;3L7<hwAw41|TABH$%Xp}Y7rw8U4`Ac^^^Iid_
z#cO$}M;@neVTMA+NqUfQNIm+TSF&pU1=a4Yqp{U>ox%Vlj1lG{EB(+}azXbe99NZG
z=o+?@D7cp2&WaZqWcibhaB;}bxD?Aqh0m1w1-wWdt`y4@nPG)7eB>Wupl$jZ<f9pI
zGDo=N{vP${_L_dbdVbmcpKO+8#Ej~Isom9;NhdYb9S1|ZxwXHBHjd#zC48|IW?bMB
z8=g-?(=-m@;V%r^i@&oa@13gz^Sq}SJ4)x}QhMXPbhq9V(l4it?+w|xi0_lkl<X(h
zV=fmS)y_w!-&^bUzAUu4^6#|wLSostZb85!`=ovEP)|zwa7m>2yG2b*!yUEu($hxA
z8(4Kk^<LtU4W1DWi=;gFt7~&2E~1geGMs-2Jnmh*;E`Ur4w-H6n^x2<^cka{?a>QM
ziMZPo%)6IzFU-gR<blD>cx0(|-Ya;tlk>zse2>#^@4e6SuJSJsOguumey;&-DG1EI
zNW=SY`@n<T&<yd-S4X?Dv%1rD_}lwJP0}QzbEK-xxm_E&=b)^eO78Phywl^ef^REJ
zg&t7fDaiZmIp=}F9{8`YJa<3Ct#eGXx^3UuFpnnP?ap>6IoTjy0M9)7^{))o^i59M
z11+5PlS}h5We0z{Fn4Z0g)ydi-i@v5H+FZ{GFZuSWw;ZeMft(|ra$*j8;@*rTi3;J
zESfDlO-(mYg50Av{mgfL@0fSTdh0wrq3cczZ+Yh3Plag|MxI~I&e4JY00POat1pIH
zmG_7n?KcA6dDPlLb#S<fHa~Z983*w{jRA9-_>HBxx3<-8i$H;5S8tnapbTtj6!0>C
zTIMwvH0uk0?R$9}Pjt6!&jv(}%)mytJaPftPpy3&;`@C|OVh7>HL1aGJI4T2Am%w+
zW(zM-^AXcNmB;ua!`cn)syf`qJI4EEg}G#zer^1obDlBB6oi?`{6F|_X?NuKqg=9B
zVOH}XwJdx6){w5!IUEZ2<+Af)^Eb3V?8d>P>HX3%So7QYa(Pkw`~Fr|``@QZ#Jp{8
z#z!$+GwhG<@wabqef{Vb=a~FQ@tu{YouIsA+?Zq=)L<^~Kpgt|it+s)z+NNP1G+#h
z<BmTxw8w5#9DJjxKHOE$5=AZFh*MQFi))MJ7ZI7hR8og%1)I3p(2q`Q(Cu|yLhVPL
zG9|;d>2^2n_+EXswmVZVV}VZzUN{MG&=nH2jXIYvAoTnXZsgT{9&0ThSC+?E+_q9E
z4zdiEVnN^2A1*QVuD%}>=&gRXvMVHHn8dgN5&hfLn%~s?3t{3LIrS@x=q;{cB{vg{
zj-a<}W4|8s1^b?3t@t>t>@VSYKeVjxP9oYtbUk)IVe9}1LHEAh4SSEm3+s&$FMJKH
zfoXUcT_ZCG{o7y_U8IbL$;ZBH%QU@q+8c{KA5FJQi-K_N06STS04N=E+?unh>$din
zmR8ph&u^(CZ)V^ArN4*n7T!INY612=$HbZ}I)wK(F~<b=2bqn_A1&j@%yxsfccCJ@
z%ll`;aM+tYI!RTc;k<~RRa|sk$_T*g*1bzg*X_02+glkCe|-m=Ge~xw-8N&9oSr!3
zR%eO69&6VcY^mY-6twJPSC0|lhb*KoV@Q;FZlB}33wIH~i*a)yz|SFo<L@`!C)%-X
z?tD<U6Y6?qlO>hByM%;%@)uA~-h3Xo=m!<uN$|@?(qMsg3u4mYM9vwRxyD-@uU>PC
z^u1ATtzxsbwT2m?+K|IEa&O<Bu5tkl#~_cT1HWU!Bb!sxrIJ{r^5nh!?(8&%J>M_N
z-BgaOam_cx8hpAQrDc7o$d|TkqHi%uyk)wuZu#l3j2=yT#<$?BOR^{NE}R6B#87!`
zIaVX*1x^bOf6~0-<H0F!bE#<7m-2mvLVT#@j2FW4x&HuY9AgHUCUdvmA@IJZt8Tq%
z{><?d1}ubD-MM!wV{+$%#&KT1@bbnF3B`G<EGogJ^Hp2#ss+d{G7jAR+z+jI?u+o_
zRsPk1?^-psR`WLo<$|6#?ag)C$-LBcOT~)aJgE^=dj0L7V{3b0Vt{A0c!$N%+vsoN
zEltA0k?mcn_x!}#r~n;Xrhgjw+rlzw(%ip@b!g+==i(@~{_ubU1|;x7_4YN=c*9cF
zyk2c|{Z;{KYXe6dP{7Ji?ObnsdJ3Ryq0+7Voh~Jj?U!~pedTYMn3#@zaA^WPA70d@
z)pY44yU?0TZ@U~$>AW%ft~Tz$#w*A*EoA7k!=~NJ(Ze9l>vuU+B;-jM>c{)vT1zhz
zUAOuichaTfzsRR_OfuZZAp5L;x@y;o?qk+&qO-8I15k~Bdh<lAjG=z`b_d#+Bzg9w
zX{4kJe`4|_y~8p9LY4(iPE?$a&YNJC+CI%n^%?G0=YrjnkM>?o!<ElKI{hlEXquZf
z#J*CLgL_E8fTLi`U~%~YR)(WCu`;df;t29Yu2^Slu*gtx#{grT0YOLq*7@tf{v!Bu
zsOV7XJ~6b3wOgB(gx#1xXwk+JMsP4yIsuV`$@y!=4TH_8wwqy_mNJ;*F@pQ>a0mmg
zM?6&{8;!)N!u39x>G{@%pQ$#QB$nARba;+zoX6@^58^#DK&*BbR+pX_({)WE{w2G&
zci0&T9$eU5GXu^s)7%Qj(WAPsXm4+Am91YPV~{8_2L9-7TdxPFY}H70*^R`r-NPKQ
z&dOy00M0qaN3VS5v$ah|eOCT`Lg1a#F>GXzqq2<l1AsaK(ttjxhe(gc`dnvO1}lFo
zhJzz?QYL?hbLenAtHv8gPYgkEsn4mEofJl}M1wLeLaE6(7z5_-_}4pS<Bt$nSU#T&
zz@vW~WXKPwU_q?OHJ7`DN2qVOK5pZ<@DsRSLVaizj;q9RNi~Y<x=qjSE#%(uAsLLy
z*;zL)-pj5sdK_0E(dt^GeZEJQ^5R$9xr;k)P%*ii+owIM#5&a4O~vwP&$ia>8WvX>
z+=rn#?hhm0v)1+6%1cRI$jD>>@tpkG_0RL5X10-O_B-D`?&=#u7edXwv+NPGU10G>
zmj<Wy*{)vZHVO(tjT())&)z@9^sg?WfIUj{;w6vTT5Tspwzl2XnNYv|^|wE*VO)6s
z0K`*8<i#?=pX{j5>s(b71&vFMZ&$iGp7K`z0D%$wt1OavG*LjpiYTB0iYTB0iYTB0
zj+`2Dqq}WIEPVjUq#%wB03{TpVDNK8ZO_U{9{f-OQAJAXqBL<JW^Cnfa=7V|c<0)H
zBBGqY1B?(y1Rq-I2Cr!cg${>or|maaLgMAhE;huaVnuJg{7lE7<aO);%+W<CI6VR2
z^`Hl^T;)k*80&z4ESf?T4h~8EJ&(N#<pTxdaK>^+9-JQj^vVF}t**2s(e4uR*`?GP
zPu&&y6;~a|Jon=Us>cSD*1ml6809;Umb~}ibU5SG);$yfbXm(fEVgk-=ojZ~WCjB*
z)1blcRI2s9rG0Azmatq&95aowBC!FNxcVOcz3K8r74_Wz0NJoQA^D<&W>&^W83VA%
z%>ZXtzWfRBE9;uz@g?+U?0S2F4o4DC{s=kxk?&q7rfE0YzNc@a*+g3E=0O@E<K{lK
z?mis&$#dXq=(H<cJs(QbkCamb&UZq0Ic}L|=Nx}Z34TZ4k*Ak$<$u#Mt@+ml;{N~`
zX`UUoXzq`laWtsQ9As`qRpg&enEY$S{7dn&?^)81{3G!FnjM)fyD~O^htYZbYsxRB
z)MwIC>gn01yC22(zG_x8Q8#>D@l#RpHl&siMq`Z|gpady%Qs(}&~aQ|t1hGmpXaxg
z5`6nNeedU2{3+q#_T0_Ph^3GF-{W15t*2VNE2T#K6#`F})|qFAL|0fDm^_&O0G5yQ
zf9O=z(i3oKAyXKA&*msRdJ6V?T?`0(ks75*HjqEnY+t?iy?&Gh&m5D&_75mUc_S^+
zSCRh!k8}FdB=9>r2eZ9LEzwy>ANSDD@~>HIJ43!AoA!SdW&M&XNqF6}{h9}J#xMLk
ztLe;q`*vjh{C_f^#D7|`;jIo$X7sZiw${63oZ}~EdIcPkdU0Ohnv^z>xg|s+`_;AJ
zJ$J+QvfjO|u#xV*XPpPkc8p``$)GNH)y<?6>d`Kjp|_E7D&^dlXHwrWRc6BHu|K7K
z3vJ*%GS@-=*U%Pk4r=PIvPltEM@HjlEx4~75IFB%IpVo)^vlWhohH|Hup1IUSQzu_
zJ&keq-Z=47X~RuzT1%UGV*!a=Z9UakfKEL}tpTe#TkU%LLDNlz<<i~V#4t-cJGS;D
zWsY!E4w<f2Umy65>?6~ml`Z0kk_>1!WsXnGa(dSzESD3hmS!)5%Qq({)b%_HiBXs_
zQIMl2*kljpXdRDkweeNvui@E$v`B{3MdZxG@5|3z;B(2`YtB<wk4ZNc_VJ|h!p1lz
zbPQE;Lmk=c{oXoN?FUit)vlR6hN~2=^P|XQ-IZ5WV2X+q;hQ+zNXBcLg8JodgIY$c
zS$v@$-TRdP00|uDGzE=VZgnpZ%&Tz<-nF_a?q=HiLE5SqpHtA*p10whPs1kDPw@q_
z2&Mh(ZZHrB830X^r#ShCYOUcLxZ~GbSG<8P1*#d@4iYnhGFUDKF`fYA*U<j}8a^oa
zV_LA%A@J3Qm8cEO?H~H3Qn=cw*CgXS4g~^xo>zIGjZ;I4TT~Wad!gJnd2Je|(TsiS
z^Idkv>rc6k-r(*<i9~J&11R+Tb6%SUvk<V5YVozai32n#xVa^MX8YW9&jP&u_Iq7N
z?H58>65ciWRn9leMgdeD3=C%-s2U~Fw2|ViR9Zk5(%#kr?nf=L2n6=r>|6ZeyDt!U
zb5M%^07=oLf;nQ6)h{y=v}xr_kfoT6@>JyWllN<j@Yjl`@XQ*NcDB*YE};s-B$Ge8
zP{Er3V<mvcUMsNiC&e3&5b2tIg}$7Yi>1V4k83k+LfmDE%M6|~_etV_)buNV9BUp0
zwQFAu!v&q2e6mPe%9G3-l*vX#IXU`zR~2QU-+0pVR@ZJ}f-ka|+U=y2JMVLV+uMdX
z<&^>d0BaS=Cx~?&PfmwIybW<9sa@ZB%xa~Odysl(n#H%dxV(nTNYkSzW0B-%UzOS0
zf=djL6$c-WS_NZQQ%idb#*RSA9g}T_3364GoU^BInDhR4)zdVs8(F$Wg6&sPh!+q_
zK1u%ox{+<*eJh-r9ZKQ+>-^l>J9#NPobauZV`kgAyJw;AR4-voI{9bQByb~jG42~=
zRv0}GZ1gk?@6%Dy{{XV%(#~x)7_MXziMH&CHkDs5j!7qx(-r5JuVD@B;@El7Da2Vn
zFHTR>Jb_wT=ZNmSNG%%vC?Ga*823bshGU$P*xWatU<GqTZ+s&4JOR()Kpvl9$HcZr
zN${SR<=jFHg<mqNt~uCPADy4>=cYSXHR4Oiri#-}`M%R&uN}k4#hK(S$j|#dE4aMB
zPXHVHPYp4LQon%O&kkAI81cE7cUQ+8^aP$O%I*BWDWtiGm3Im!IXe$i$429vPzbx>
z)<dn@E8Tx*#`0}>)NUw;t^v+YI3D<~W1GVE9v7Bh6KEQQ*Eej0+N`RgPcfSea-gZ*
zox4Xo*M?a|X)8<ixxAgRmX9h}GlDRu9Dqi7uT9XrS+D6cL3wFnjXi{H%5H%>n{MD%
zJPc#1<Bxg)pGn;OK8M3P6~3o`B$m?47o9YB67EFK3a`t6y!JegTJf(EUTWIbpdixb
zwzY-`zjtkL<=#a+w5Y^khxb4|Du=|s7+?6SQ`7Xjtw!#9ud{)7_I588`3CPTVN#%l
z2j)LoisE@J>~xzqNQ}BfQap3CY_f$aGq_}o4#I*`Igb$B-&y%u1;^R$o?kEKh%)Ca
zGQMMDZhA2Hs+x2<3=1xyqnEk7Rm4`(sV%tw01^cQAawPl)3xa3*J9N5H-`FYfeNgz
zh~IDvjof7Q^shqFw9R8!*V@RXxlt%sBDs*ntCcN~V*#Ax9;ecQmGsShCDY{|EW1U!
zakNJAg=Ab~<yGnY>y;X}*ko&84#qWSRPuwx0|OF|x&z>|{dli#i{NFv&hzUxb{24M
zR@rMA4afU(yKsB@*Jn45{u2B;)0WQG>2)iJRDlh#5;0-HQp4n0MBlOU7QHu!HAw7+
zzQ9Zl#d&a^Sir)`fx|amdHrkMd@Jy~L$t8Bxzy~|d#8b3Lpdyp#B^2Z`HxES+m9J(
zJ}cL5F10N>+e`anVEK9STxWqWJy;+4XfcZQE02o$4xgjPqhH%dF5yy=roeJBh1$b`
zflO}aq+EPD_<et+eVW@!jpeqR{U&HtR|+^gNAv5*uRHjQ@as&~w7oJf2ir>8g}4xH
zKXk?k$4&-wo_!5sOYt99)F4)|Slv=QDn`p0+nlcKfuF{^jXPeK!?xG@$BVBZ)1GT5
z`z^Z3x>D{wRtg6P9XUNuN<!5f--<kIXYj8_gTj6oXfC`)kjEX}_QjA}?NGZT3>XIW
z{b~LW_}SyDl-sE3k==*;*J}#KS#kVCU^n4kGFk}lwJ6S`Hq@F;(@4jh6P7vkHS4}0
z@s6IR4L44_L2DW=9uz!r_i#H7pREO0?KQm)E0|lyJ_&{extd&FAqRSwA2UURuy@_-
z*1UpS{OWecSBBXph=0p9Ec^F-ye|ZEz&Wo)_*vpObsMciNz_oZDG!?l+%L|ILVUeB
z+%sJ_#BUC0mYQyp;#-m}S|638Af_by$7+w6z+u;=0`fez^TF~PNiRc~RyJo>#?{~V
zoxK+TejHX-li|C4QcX7AZD!r%xk;8Zi*frqFWoYnE;4x@wYjMHhx<y}%S)Q#Ss<E2
z9L6vP{D4a5_<L?X)xc^tHdb2OT4=YX@+2U|GAZlVpw4mJkII<Q*m#EDQqi3)zRq{s
z5@)%27kt}z<7NqsPD-Bm{Q8fC9wRzVy38&bLite_&e#~hY&PS-C#OnZ1^6D%#+uEZ
znW|6r2f7kPaVi#(h6Yz^o)jEqMk~?u?+NHX4fUC==P}$ytcaJV{bQ`W<c@aw5Ic$l
z-$QQy0K>1V>({eMD%(vz-H`41_NWVjFxlX9#xq=pioP1_wt7v@ou^$s$);PCd%2n2
z0*rZK)G@~=9sO(4HSZJX`aYWXQ#?qC{7wDt-sZfqJ}Bwhd_z+=)4W$f$biL_a-0w|
z_kA-+O6LWk_%SWSQ)>3DB=(cXGRtmR)>O{ouAxcC`$HA<rkSqlh%EJKrMI=;=0>`6
zZk1w*Mixfj{ovd$J@Z~urhIp}V<V=O<i#505(11$u6boUPHUF9*Z%<FH1V~Jm)>xO
z3uTwekZcZjZaemW2vhlw%ne@W(Wk<iXNk1<^(mXoNG_gOqzFDh22RDm>c<1O;ZwJR
zbe$s2?rf&HnrB}#=6~JoWch&}pyYxp%e+1NLReVd>Nfh!1VIE|Rhu9##iGblk-!9T
z)6=bY-Wu@*_lRyD+F1U^i5BNsK6jbAWf!8Z4^Lx3HfPPZ-ZIlIM7mr{FZx8JGdB`K
z%GeFK`g4zJkHh-V(jf9?LzyHu6FlGRQ9_-p{)CUa?OVPs(XV9JE^M@`e=f-0yl-_N
z9N|M9ySW+Znx(Gk8g{X+*+X?F+0yPwTJB_S7{((|p?d`#`TQxG9<6z<#jp5VOwqKV
zvBZL5Gj>ye*&Pn=yX%VaUlr*0nvaO)j^9nWy^HMW0Fnrq)nwneoxosV9)7-+>-U;u
zS_rbV(W8>!3>J-4xGTZVM?>Gzq_MxB!Wvw&G?E#7$u8xTyMN10FhJpOFtmwB%o?AE
z-%Hd5ypj(qXm%s#c){wjEM(w=$6Ox9v~7Gfs>vm^mZ;E~2I&b<UM|X5w$t-^abDM_
z`F6rhTUNA+(&JKZFtlBe<8J0**S-(6c3KaFX4EE@U1s`Lf=NH)+Hn~rPbyWEDZv<^
ztDa@2coV}q4ZK>mv#B%QAu||!oyRH2<Pxeo=jmOKhd;4(e-A+LGe*~U5?wTMbdg~$
zyPrSa;=7*|czViP6AqL8-Lfv<yMe|}QHuH7S^mS*bm;9#yKs@=riMT;+lX!s(4%R>
zr3CJMA2rv9qS3@RQ^zgk>^q@3+{IJxGOzIt)$(kb1iJpdng)k%(cDcgXO>I|)t{Cn
zhuuNP70SM`G#a8_>C#EE-LVIow;=)GFkCOx3inS6c&9?M6E%&3OC0xsrJh%1GAIKn
zwEVtV>&VD7$7>kgB(&4~A0PZ9_iBdT+90hpyn;o#k+}|?Fh}uvSFrpl@nn}aF=={w
zt0SK-A64U~f6q1ZH;=VQHN9f%QdExH_r6pX@wVcyuJ4(<WRfej_$P6wX+9%cxfSDq
z8Bfdz8;_^dPz`8(E396}VQn?t>yVJCl0ti9s6WcSN!7e(Ka4e<x9;Cyg#Q4e+T`qF
zIvEds+<qRp^`DKp)cS6h{gom-7aE)ID)|J&2|KWR6UA{}8}Ofpd_5F;{=d5RYjyK}
z%)BCP8-qyAv<&|M2<z>dLS4_Hd==uoC*h~V$+a1D=3Rd6n9jg%9$9RoG5!?CBo9jY
z7srXOYI^j(Ak-pxQv3I*C_B-Va&eEkJ&rrqr)xhP^zBZ_StgLmvI4Hm%1WtHyI0kE
zb*~+?j`vny>|=b=LYribcWwoLi`;XAgVXh(X>~mlzz<`pYHi}JSj7Z-HMFeRAbh}l
ztQ2D-4TT=H7sME1z41|pP<BY>g4p?yVH!u2;aWvGA1Ka!G4EO)4DkN|h9aBn*V7sH
zI?u3@o7yau4guwBgz*oEZoEa}-A`B%M-wb=sK4D23@KlHjN+L3kRJhRvTK)GOcPqF
zK;$g)%&8Ls*jy4xB>w<(WY?wK{44Q}lYKUWX{t(^J+xt`y6A#pGSMO{7Gt>M10MYK
z@uiT>Y|&cTkh`}B4fBQvB&hu>xYhhc;@vjEVQofvF3Iy`VnRG9!-d#0f=?{N+JMyh
zufU(PH-mI2;ncn$U46Pnj7qUf{*4L_P8%(kZ*14hpBHp*4P1Es?0h~%lT2idrTZ}5
z3^I~cln?;pf_?K`PNAuI<HW)n&06O7Q&_gNUUNL7JGOwJ<Yy=AitlvK3+WJeX{Ek`
zdyCC7A$NOa8x->rW+54lf904^Fg?$D1#4>A;v^7ocp|+k;f&VWZ-}k6yOH~=K`)xl
zK2;4F18y^u$=#fAMR6srrj_qyw+vC2g1C)9&&!SmI&oS@R*kHrj`rM0*HW1bizXXy
z0|gh;9r4zJjN5Bzj8ba^Y>F8M(mTnVh5A=vq}^KBcxEf>?e37?8RCzSWw=lRoc{oI
zMsj_BDy4Z~x}F<Mx;Jnu1&-NQYi?B;1Rc3J?g2F>rthg}_K@7LhwN8k(CrvR44GrM
z{gMwRfGFH}w(9dz7k3C27L&|)$IMuRyOQ1W--`4NS5}tBJAV}Eo>k1^2D80DLnB2X
z%H(=?uNH-3X3Wf07X;()9(oUY^}QcPO%q?g@YbM=mfD;cg{9irbx|Vj#~leBs0Mjt
zmy82NY78+P<N|WQ@$(-408W+kH^GfU9SX(^nWg^#kd63+FZWn3Ir`Vm#yEuQ79{)I
zU2qEya6t7xfUiK;wGrXlT`x+~T1e%yXOd)>8`awc1_K!Ce<46V$IyQfVTtcGZEHup
zS?+YrmoA-GFs@w*9<h?7SB!XrQ@xJb*T>dVv<rIT0cgdXF;(2eu|LDdIL{;Ao#Aa(
z!sEf()K?b<*7cQ(&AaAfA>{M@;7F`b8f$jimWQF~Hr7uI*v9P4z$n2~1yp-&%YGCR
zk>{7!0_ygArOqair01{9bNy<qOC-}uP|G2c%TTMhlZ71s&td7(l36_28bGR>j&`pA
zeJCuN_6Y6n8aQ9fj|$39Tsnps_W<Dg)OPT_%<<dDjq<QX&rGqvscfZauOXamV-p7f
z$idsr4tVDnt$8OGt2VbHtImW5P80%oR>$#npbu|P59mqZ*|Z)YGc<u6f~!uj$+kH?
zorybrtAN#fZ6tP&X1-!y$AP&*Dh2}ufdz^B9+iWsc$((o(@gTN3A(f^DzdNLb!_vV
zq&Gb=R5e>;s$a=Ik!<r9k@pytn{ywWki3zM;Ny-cCdbk~1JHFZiTZ7=h4sz7hOeeO
z#cy;!buzSgaN*;?e{f03=e1<`=S=aQq2mMLl!YbL3}5NDu<j`24kcZ<A<E#MIcn#8
z4dNY7!8bBX7M`A5*8XJH4=3*xNBp<8W-Yfr#2Dw(HMcj#i+DU$KBp{KmSXDOIQHD8
z*?vKQ*<A2>>DGa3a^8ok_@78b)2^;>&9Pr5X)Yspl0^(N<!)g4?Vf}aUQzK063<nZ
z#cqZCFDPiQHerM-kcr7WuQ>qr_pf2`myay`N2Nuf+21wI`p6m|kTfyE6o%g4-@wQR
zrU9=N(f<ImzS$n@*ssmB2Lfo>VvaN!JQ2@5`_Kr<u(Y+a7I)TH5nNm|W=JF>8#<6c
z>G{{IYVu90`Ids|tZicmyVok)PzLz`=rf*c%Eiu=sNc2BQX6ZgU~uQkfxs9l8Gd9Z
z_(|iAeQJGoR@Ch^S#-@pcADM?+!ZjJgCN)r2TWrl>p;%Tcz?zI8rSsgR>CxbJ#!IT
zv}`3U839Y2^v*KIt9XmUu9}S3+HSOD)WKwyG;`)FBK*mf!5AYL?Og}K&l_oaYRjPb
zxgnEHmDIsJ#0R%<8zl>HQ=gc2&2nBp9v!vuBp1FDy=(iaH_3KkV(I2*JEMGaxlT`A
zq#6UM$WP)uOjtgTETTY;K$%#UVY??MKQfckJ*#)av1pgtovpQ<q?d9kyv1e()Oku+
zsf`8*U<OTH@P>z=_@-GJ@tv>H32Svb7FN&S$mlWmvC#JByYCC>c76--{idsCQLHV`
z*{>l+b2MuxAV_%1jNs=zkF5aN<C=}d#g3%+8jYfP?Y2vG#?)0g+Hg4_U;qzF+VDq-
zQ%ZTGx|hj?LrzMz-S`;t!t`Q#fnQPlb<(^atk~Jv>Gm<5V8`YQxX3^hU=Y|iZ1n?*
z`6^!nYbvsvSuO7x6SdX{$p_Qs3zO_91n!TcJSXtV!^hgRS2|yp9i^STH`fQ{3e(Iy
zzzZ+&0gcP)Uf<(Sf)-vP@LE_yJ6TT|QVem45HLL9GNgVL*nB4N&XM4M23Y73UBtK3
zpqAjVA=*|0aQ^^+{m?zD)vlAvjV-tQ`?qaX+xeeQYDP{@=f>agqqJ`TX}3DOHz|2@
z93i6@v9m_5I=P7$20noFuPD=eed5mqY9HEqwVP{qx|AzCIh}sb<dMThh`Bt1J8j@+
zHS8a>r;Oi4g2%%;L07oAaV5%iW<in$2RP|pB;I)5{B5_>?BKA150zmmWZH5|0l%Qh
zJbTbuyIP*-bK)%r#*y9L-gs_HYw}emn3dQ*UBy+i%M*YGF^;w73#MFZI?%GSw`lCb
ze);7dWNfP3Ww1E|@~v$@#xau?pJ%oNxxg0;sv;797T~?xrfT#KCc3+V?(fVo{qY%4
zg?p~i#u!r>sSoyd_JySK+VdKDNhbDX3-`WF-!G>XQs(cBYA`J6CiVG#Vpp--)kZ1W
z=BcD#A-mK(+l$*yY^^PTc=oW`%vEvo4h~87#d&6_;<;_^C5un;rdbEgB#{-6e|ZQe
z+JHJ4G|MeiBo-G5Zee|o=Bk!m{{S{U)7%>5?_xS#{Fa(RNjgIl#Vg8pBLX+D0eDf4
z+3#1h&lpH&Fx;X>jB+18bPjNRb6b<@Cid`Znl-=s4vwe$*e(6fm)ETWIZanwO-{iq
z{{XWfx49V1>6BoAj4K1i-bW{jr(xl{yVy<Q4e%|(z;+$Qx%ruY*#p15T-5wAtJ!LI
zFkafpE)#i?c?cT>9FLUXe+c|BUAKpHYt2H+U45EsZ97Yhn|pW*E`DrolRv`kjl^V{
z25>f7X1S){rOYn&6Nxs%BAjMS@Vm3XBy~JjtlRu=@x`+n4-wfWrt!ui1nx)2Op=?F
z{sXOZG3pwomlMHtp&uec=C;=|46)oWS9S?L^<F(N>Q{!+($eqj*TZ~~5BX&v!49n0
zQ_f2a&@WTC@ZX4aKNV^QFYLuhMs}FxK;?Sub;>aS^1N_qEc`j+c8^lM@x8RR`a+a<
zdy;&$R3{3%c){Z}9-rZ@Z%gqVh5f9V7BVEyE>uat#@8M4IIn-V_~O==FQRywz)ogW
z*&+z`PZW!}OCdSRjvRW5M86~F4-04(7WVgd+6Bwq#851vRNK9J{DT9b?@-69X^_nz
z2=YlI<K+2{@r|pywoQF;{{RV3h3;*plG@VQVMu;hysf`K@QtHAM;&oqTXnB%9u<{!
zJ$J)8Vq0oM&a#@=WzIU~dz^aWfVt7#_;*e4--cnixt2H7Zy`^We(G-JvHjpZPayhY
zzFqMav!+9SblBx*DC*`(Hp+pz`ec3;>DL;Mi2PRGPM`$SI=9@y{JXwfj)RUf-l4zv
zWo7-F=Cy)EQ$AxyoF7h|2%s04OH=VAzu3{Gyarde!lbri%=rTKbs5O*+PRo@Tdxhl
z9o@`r43fxV^L|wGJ>7ARoye{>Z6jXLQ!q*-wz$k{yT~iOwv4DFYiGFPxAeUZdmTY6
z@6zc~Nxyne-pVfTF*k6-2WwL(y*1qThtG*TxBKCdx!e8OcAqTcs;~m4e-O<sk0tGu
zqe(1h?D8`Y-G^hfc4ybEZCv=5!gf)^q={!?mJ&VGYNxNt08qJ&m$~Rgb9R4V)qc~Y
zS>Dfc9^l(>V?xT=2Y0CclnCXmwcAKQp6Bf!+7{~LX>Z*z-GyDfurupjC5Mk?hDh$x
z=1<&gSrjQz<uL)+k)B3C_pd>>@IACK$24#?+>N_y%d{RwTC*+uKV_)@0Bc&=+QlsK
z*)%LfiZ-!sLY4dMxKoaJIqg91j*<24I(hANOAjtUN0_X*+<nUb0PLrwbyk=D9`Oys
z#d?gdbFpM>?NZCY-lMOje8u7a01mqpy49XbRF2_djDkkj+(RpR1MOaotK3VZOK)dr
zvRoB!GC2`<w=Mnu0O)8Hk3#s5;fq}w&2?)N_H?$ub&UqytJ8itBj1ue>%=cSX19<C
ztY%nbD~8^qEB@m#+I>04741GX@w5_nQYF8K&$#l{m_~kWyNBNZ{{WoV%9ht+3$Zo4
zB6g6UmG>6;xGTm1-SnUmH#JRfQF%PyHufBijhATDAE3^Cab0r!Vex<VU-mLg65civ
zl|>JhMZh`gKiWC`D~3yHwQJa|Ah(tw5yR}=Cfs@eI3uSu-)a8<20T-$uvBG_KQLCy
zInPtH4k#(umqwq(o*}n47n+z)v_F|1^SL*v{xx1keb2pQ34BEQzC1f>#(QU0onZd}
zS{QXw-^7j8Nnhn&gW*qwde(=3aCKSZiq{wtD;>?-8&5;^tbISk{uJ<kiKjL&gA}bK
z7gq({pE=J7>DZB<!hw1n$A>&usQ86%W`sO*Mw=YYyLK|4nQ`mZxAfVixxGuBN@(35
z_i^s|nf-Y5?UP*ZhjslT?_HBk&}5C}nm;vs%<OeM@IdN6h;=p8+ju@-H|^4Dq8Hp*
zW48;idj0*}57Ln=<UDuq^3z$h{?xL%!PDY>(f<H_w{9bLc=WF)@UEsUtS;fXXfY6D
z1Ir;;U4o3jbHO;}Pp^8>_=)3|x)S(jNxGJMRCDLgAW&sF&d?X4j)$gxop?VEX_wmD
z$)sAw@AiygfXb^cJm-#a^`=tT?fge>-`KG0S^+UfJYq@h)SyWF775OGXPg@In6EWm
zMUAsvOv+WVGR!fKn^!y>W2P&*(Yyv!8E^GVduQFSz(Fk{{{R-=$8Vt@oqCUgEc_$(
z+q;{~!{peVqA222-6Hlm+Ii#kpe}d?kA=0{-8|~{kRK%v4V*E@QU_cPxvCdhZN{9U
zNhMX8SbU03;5#@t>7Fy#*VdPx5^QZX3rj5zNRbSqZ1Kb+*!ks%+)g(1$i{i%xJ_5X
zu=vNsA(r0bOm;xhM8$las(JZW*W0}TbI9~-FBDk_uRJ^?VRs%Fpi_={3=Tl#WF8Nt
zePQ5zM^`#{i^Q<S9K3GwoH_R1pLl1dUTcxJ@V1}f?LX{#cg-&CzGS7gFFi*?j`%+H
z&}c&c0Lt>UTg;c6cgmYp)j7cK$BqEzkuBWxcr<9G^RIt-u^Vc`7-m<`IL~f9eJZrm
zUi|)2Eu=qp=0hPobW_n!Z|hn5W!9~$>OO35C)m<4H<$9eI*@sjIRhh{bpsWR;(bCr
zGDQB(xRZbJM!OkH4Cjsr>DQVGIZZ>wnw*z2d6vtuq$@X_p8bzpdgm2N=fnVCAeA@2
z-Q2%18~_H=M;PdGc&W90XGhfhDsHdkmG4ZSG;t3ssy0**eqNXx$6reGDQ(aCH1J3E
z&P={jvu@e^URy8cgU=MoNc34XXsvI&t^3pdT5jQ8Ne9yd9-^pAc^p^YY10#AFZZ{0
z@4@apMk)3_6u#D>ORK;1RFkgnyvT8d`Fnpl^Y0$PsCZ)f-6D{f937G%V7Tr!la163
z9)o}4zYf7PmRFI-9Q#-03O;@P3h{&P4QFazGSZ$9ma`#_*)r^aZeL;C1L@kl3U$4j
zFSaVlBq-Twf}94<23r^e@Nu5vyB#CIT91e{=hQT<<V(E8yn<xda6<q-Q=U4WezXqA
z>Y>#<F?FjY<@~YRHU{ZcbN5c(opa81gU&0e_=n;@hw{g9W2TnALXbq8H$sTZo$N{Z
zn715s7_T6(_<ODDGS37J7n^E`(*oQhKi!OxpWbJJpmFO^YMM2#hUaK*X7gHQ*zib=
z9I>l%8w3%Nk7@$QZH>m2HkEUsL_||c>g#e>K446pq<;@RE0!pbyl;^z=Ol6g0RI45
z_TLZuGLuo$?{75Q`%AAXK@(dE0AR-jhnh2ijx&nW)Vw?6Z6@ulG_473Y@G`_+N@?m
zae^92GR!`l{U{5c|JV2sONfj?SCf+1`M#O$_)`nJDx)zfpL7$z&pc9K<2d4yfC?z5
z#>%aiP~*^&Ka~J7ikd?MDwx%g{{V<*EA<`6)1R$FKm`<0Km`<0Km`=_DmwoFAZQNA
zenvC^2;B4(?<v2?rtiti0DZBK<%(qhSY(9{%En)y#YPo>yuXfr!lR;qC20Zv1^s`<
znY$-1mi%e7Py?BRbF>eoG?IBVQ9v8IMw@Ma1?2Z~JYwB90;4%Rlb^s=6<t{#8x}=k
zKG58b#Z&xA{VJ6J6j4P06|a4zwX7CWBP_3Ut->&GnOvyGJw_`sDGX1%08R+!+!3F{
zIj>*%WvgjE8@9UCZmuD<)NWm2w~}NI5dhrHkKxWo&Gf|rXPWB19@cbLMAYqG0^kvm
z(6>Nw(EC+ui+gx2lXEiN2P-6J1OPkn)A6rN@wdcTb$j`(;ELArC0{H~@e`6ii2=qi
zdysRA@>X_sF66Twr1DJwhS5b73@D<C04So004viz7wGrewzF~lo^dR2;BlT=hxk{Y
z>H2-{t$Plgroz`3Hw+Ru&}6Yc=Oms0<ndp2d@cB5o&eKsZ?7d=jaKS45*7Q2{{T$a
z*RLnN1j*Rm@K1v+wA+N#^*39K#LIr{3?pM5dXxHB%0Cq}yIXG<>aT5^dr9!i6k{ey
z`V~?9Jo3l+n)`(ZmmiouN89{0@TbLFop(#|ZS}3-Sk~l;;wzHgStlI(k<BDTcRG&>
zXmMEhZa38i8w~w^Tobz)skF^ab<J%o;7>9LAug@_Ki&J);I~@Fr+9`b?p(xw<(Og@
z{`u)&LHs<hwr>naduDdCsg6QE_CtKs%VzeNEp*G|y5IA@?cT~ND6is{`NXg5T*rvv
zxQgCWW4rAUr^)YJoXvfu_<e7sfuX#g=K22Wr}OFBkgR&J)FQf<@2V&FX>|$wt8e%J
z0EK_fYv)}T#FOdF%R4ipoad<((P~~ic0(PAa`@ULCjfmtXs}rAbe&L5uFIv%_d;*m
zT~+>{_N|^>d0)dMn^^H&($6U}n|EWMKt@h`V~X~><?^Ea*5pL{(tmsDKr_TVN2g5E
z!yWA2Rg6!y{{W?WCx-QJ4o4-vk)WSGR*17OA9Yu*?@F1qodOtSH<tcrkMFd<FaH2q
zu(U4{ct^oH#-V-?Oq!jW0SsezmgAK`!=QdMnqVF$@d{~?m?u)nF(DKjG5QZm@T-S$
zJfjYqk1G9rMtWCA_N`;Z8kNM+0IuU8FB?HWDue3B^Q;TYYlv=)6StW$+D{~$umlXA
z_%sxTI$8@z-6UghS%aoH3)tr!>v9=xrSQenaKjs<Ge_sixA%&t{a?-f-PsjGQ?MFb
z(A&wi-JuTP6P0Jq0}jM+K<+Sm*4KyRjcj#IJ;B*~V$vu$IhGbBa5|3T*S!F8jF5;C
z)<R`sa+`Pncio<I>5AFYM7CF!SN10|B-sUr%Y|S8$Dz&*U{`CQy`|l{Lo9+nu%pZK
z3<hv_Db8`ny#q9${{Vz;+s4zyasG{_&KNfJ{{U27cVThZH{Cv%ttc)um@MS6gKPP4
zmtdbPiy!f2&wiYDuQa>6H-)ZlK5L0smTsJ2V~<nKbzU8?vy#f<Tf37II+c-EvH%zl
z_!fT(1XnicaeHbDp|JpLb_~H{OztO~Wb?ds;;U;~b<9puBqq`o4I8TETsYmi5BGg}
zIIg?HdS0=rY5IlLq;OkUL$w+#=1FjO7*(_UU>(Hv`qxwON5rtfqG?_p(=6?*_r}xQ
zi)9{MZ6bsb1{@X$K5^KZ1#`n7YiOP`br+hd+nGTsS#U5j&H?rr{VQVX&eG3Ik5RX{
z#J8o?TdQ)B^N{1I>{RqUaac}b@}m*%-Gk<5rgCwQ!kWK#ED2CXK<UrFucZYY9)oFi
zbr>!qx)#FS8bqG~g0KXH0fq~1KXle`k&)qDDd%gMqat84yUZ-v3KyJh$EoDkOX05*
z*m!o<`Ik$E=6i-!S!9s;k)Z0SfI;2d<I=eVoz_7hn52rNtcji3Jm8)WsL#Kp0ylJ>
zP7wjo^&3aIjFMEKEh;eR5EFnioZx4g&yCws)Z}%Ei%F7z6O`M~k5T}}D&Cjky<bVY
zv%R-y-dh(96G<950|XW1at?W>-OX<_((86kus_-if(Bq)1m`2ZGt^K6Ryg#%RL6O1
zE6EaWDIh4}_V3=xM{h&hn));0Wv9ZUrQ2#AFw>Ok7Z(5{hjKSFe5|TS1D@Thz%<!y
zFK%yjeNfzNjH5F|+n5I>aK*ZgoO*FxNqa}q#CmjJY_LW%Dh?%%OyII9?f%L9C=)%`
z_KdOcj)@k9CY>41pw|+#$k}p;7b@8PCVjar*jL7+l1V2d)~2%}wfwQe_Jx5P_i1zf
zu>s_QIu3m+DuJb7sZ8^;Z)q5}sV6lR6bzOr=YjmlWN6&+l_Vd`Rmat}IVFy1E~ICO
z1yWd^2lM=Df+ITwP)jiY0o<CqscComP06&>Ab4aQ0|GKVMtYBW0M^lMrPcKl<f~18
zGk)SI*BOxXa(Dm(&(^d&Uw^8msTH;4M$+QQ5E%{&9PuC{)C$1UHG8cR^)Ix?DCvXq
zbSE6=9kNa-b-iluU%onx@If;uQ?Otiz0W6_1V-AHtm+<1nWPc|fV&pYOo5#Km0a0R
z9IFiKVlJV^;CWUXfgZUXJ@~HU!k69{w9;;x`Fy=iTla3kon1)bLJo&H=Cm!fnDxCn
zDE`nAYajJ?@+zIg{nicCggpfSbJpGxd2FQBT2m#YDD5J~F(_miW!iWfcqE_7x%o8<
zxZ!(9u36!jD>y!+0!KMK9zE;0(ez&trmJ(OTFEz;egexpM{iTRBo2AyNa@ctYWu-D
zRfX*1SG{XU6*6Qi(ZS>eQO@t-0~7_$O4GyFtEa)Q-K(yjA#A*4d7D+XmH^{8ZaVg@
z*YMNcY7)n*>Jv*Wu?elNU*=h(E0thal5yR0T=ungB@1h&ow{=GF(Q^HX8dKr?nvA{
zGg4Z^sa;8@X{z$v@Fg(s;SiI+Kf$?q{{VpxS^($FGI_pCxkp|;Z1MG|E786q=z1oR
zsawzCxr~}^+<T!}4rNk4_;dd8?_P62&tUjC&_$|vf_eBbXm?VlJ9$Qly8Q)ec$>z?
z?@6)OqzLy{u@y*w%xcI$lW=ZFBO`BG<$fLN`dyvP)wZ(|i&<cJ-fVoxla+;wdZ^wH
z;auJJnR}<|ZK2-zlG|8ZkikZB9DrRw=MJg}>p?wA+C{W_wxMlfaX!U&EJL5X?7(eP
z>caz??6p4$jWXm}#H|LUxUpO@MT`<vk+zZ?oDB5-?rE1=gmzku<hopcW`#HY>S(v4
zoPVqgqpfdf+V#$-WeIeY>K0}2%Isp556q-5Or|IqOH}cn_Aa?38g0DL+6}BkqzSyj
zK4#oF>*-v!tE}rcf;;1=$$t<EcFIFEXSVeop1!rTmYUCqFCvEG(W1MAW<#@v-}5M6
zVlYi!*EG<;_;uulIqjSY5lZeDUEO+6Bb)I!)UW0`gyrS1SkYsUHyJ7bVmZ!FQU!Y#
zhCChpx!@gI(@wK9Uuoh{&gtevL@q#(KOuR~%6oLqE5*fy{-^dWBEZa1(|n5R-yl+X
zZ()P_dsonQ9wxcaJSkz}dl#B3tLY@3LWg886SF&SQU0;pCvW#a0)aEmpwKP6IjY97
z+Mn$YBh6tbGD8$YlHWJ{wBrg78O3!T4e-9Rs0sDWU~anA<MP%L`x!0rI42)2>}MX?
zJl9pL>Cs1Ql12OEnlbY;{JXl~`hlF|oF27fLeV6>ifLt<Pu#0BTzT7KPBH^zfywRd
zNLL}g@YjSiXd{<Yia6r4Pc>msyF+Iix^)NEx-SNJvrM1FwzAwsx9y`bvZ>=MgwGfw
zj<x67cC<BLv{+ossEpt1CQ-Cte4{_z>VF#Ntvp<|*FsARLju@-?PobqRA+Hr-t+~J
zQ1JlN{5|4}k#lD(*4mt&X7%MZbRaGX80nt%o2c6OCjM9=xQ!rga?iv;hZyVJfzKJm
zS%XaRF1l>ILw$11ZEcU;x5+lntMYbMJqbA@n(uUrc>d4+lM2mob0L~W`B*C+k>mTS
zIQ;!+5y_Y&n)2E`5^e1_?&I?0`8N*0jE-^N6_u*$dbPdm`d5gw^)~krnA>(jvNyW%
z#}(<<ejkTSKihg`w06@Unr*7857PrV@5M_drDNia870}V(TcLR81BzpcKm1+&n^*Z
zw>ovSRxca1tZ(*+WNuv)XCSfr%h-1udRBgeaiCji+KjO3t#^5J!gX0B`@2EHs{a5F
z&HOx7-Cx1p9q`Vb{{RUuh%Jt!o3ja)O{pI_;3(Wr9<|I`d`i>W@B2GL(}mUCkAzED
z&_>JKb2d79=7Nt!({!H}c)!EmWz5m(lF1u=ovrZs$U9h^^gYz{uaUJIT}ta*n@PPx
zZ+mZ;ghwPa(TpFx{p=ie=soM{3;zI%dR@KWkpyjGh=Mj~UmIj@yW=~1_Z8<l_lfjR
z5ledZ@WgHwA-3^h%b6FRbDiBVq);??#iZ~ZN*kR@GjR``uQ~?UWL?0z?*0<PBR#9q
zqSUN4Sw)YBqBb@_71&pMg?GqBVsc*`Zmu>P2=xmb#)8|*W(0L713R6Mrg2`C;meH&
zLA1Amd578?o$fJ`PerCvINPlid@~=~wM9#t$?`-%Zb+2<;{CFEDDG>$_*3E=6XV+p
zO+wu+h4u7eKRR4TZ5Snq2k!49f`9#0<z6Jdp7QcZWc&9`=CB8lI!1+hj4wDowTRYp
z#R6SE7B_N%fd`S-rf3TvRe0}E9xwRytZFy$CFO>n14nE!tORgIj5dSA5M<6hPqlal
zh<s_QYZliUN1Ns8?Q&=Gwt&psg)DKOlyQvyblo4t_qrYI_g+Yx%L~OAmyM||3m<a8
z44UPkhJ8x#MFN8?>_{9a$>+aH0V1~Vmu?4K=e=m@_eLwIq*cVRf2(A|ox_#RcsV>A
zjFC~_X}4N!@7QlZicz;YIRH0vjMP_gTf;Gq)_=611Lq1*6YLK(4Cr*Ly-NF8n(s}I
z6EZvbNJ-$}upIvY7xk=YBD<BYH3cmfkV8CyTMEwD0FVwd&NJ5ry<5Sa7}YfGFnEef
zG9#4vP3C;BwYkEpV}idhJrAvW6_<wCXcs!Qje|#GtdYreFd6wtAe209QpBk_#(AKY
z&jOELNh~3~*SwjY1ut(LKq-;-?FLK?e7@DeJ@L3}nXflXG^>PSe(5e4{us!|y?c(8
z;C&MNQ<DB$$JC*Rb4Zf(-bviWhst^W5k>z1gZw=_a!+=PYZLzfsWBi=ly~`hpRECM
zzLgfS;oNvW<l23$j2DQ|uyL@E*vj#{JQ3QDiFdl@g$=HT?zW$AiEggZ_L+Zq!iVlx
zZ#V$cz8+|z)8Z|itKF^Tx}3Ru?nG0ZWaM-Qq5LbN@ui}CM)8iPu3IFUf<lp6!3;=S
zcu|JhK;v&r{{W2w>UkH3uOqwrb+pQEJiB*qlwdMOM{c}=O>?QITg_wVTZU<-muz6*
z1yFI%Jm({t_x}J3{5H1mxtGK~BJ;(g5Ruu)r5;W)cl!@cwbp5xhk-mvsn03V;<K>O
z?MaBs2}3J6%WW-!O7=V&0_VvC&XPf=uwgRF5+F(a*(U^X?~3nclS6+9>K|Y%(^^Rq
zIFNnmA9A$8hJNrYFntAS>N>}RgI+<S_;J?q;Ttl^F;i|c#E~lv+sFG=!svEF?j2W6
zxn_z)w0oG)@t1=V9zA@p)D(B#1@I5sY_(g>a@nGi-W8J2?&r(^x7`QXdiFJH{{X_e
z(7kUEJ?`sUDIlFy$qLBB<_O&M!Cpu6u6x7R`i<qu)6-N*&DF$l1)Fv}wHt$??p%5>
zt=)Uax{jT3H-`n3azSR|4cw4H9hav)S2PP-oIUuHLh()A)K=nH;cq+%0614FLj%)>
zU;!1i;Y&L&7HhKI_>Gm!@3<*^9jwGL<DZwJ{{Z@`mb-UvjT6Lc`}dkQNznb=Mt0-s
zz?#+gZ)c&+tHn06^Opz7QrOy~<=w{|cc6U>zY)AUr1(->5v1FBmgSk9iDHr{BWk}r
zYs<AesBWc+;9ZKbs_hxVoRUD#VVe4b#!y&CrAejDCSkZzt1nOwJ9hed*UC|B6DITW
z1{ok{jPh`L{S5*{cq6ZR2p|GRGt#;r5bJN^9ZfFM0T$F)Q51CwPSQuI&q}8zv3Bvq
ziu*j3+M!fq_4c5nCbTScyUY8iEh1fwaKTZZD!h#K$4pmA;9n*kWZ&LDmu+nsX&a3D
z0iNd_YpL;Pi>!5vJ40q2-7bkcRgo1!{Gh+_Hcw%|9`p$ERX;z>dhki-uTxg6?{6$*
zFKKfnvu$CzHX!mkWP0?jvsUn(^@J;ZZqa?2@glN<uB3KQOFldESk@~Y?ZxENx}(Pf
zwh?fzv~qnp$Kp)`BiG}+j`A<JJG`xL0}|wu{;UjhTH4)?j~qfz?RhS4qJk_Vg8R#V
z3b*hD9N_1zblOLTwJ#s(_d2Ao1fJX~q{u)H6k};Zdt<1@YIr?#yBiCQ4^fI8(@Z?}
zmKfRFVGN=<NGyP3k;MYJo1^$Y#Cmsz=hrN4jJG#Yff|L~BB4Jv7uOuun{L!}i6^&p
zXe6356oHqLj7EBn`06X{;|y}!dA83YCf(h0_zu{wF!8;QhHp#~+)o^Hw*nR+S(_N=
zZ+}i`B{Rk4(aF<oyts*;SX$vE0O8e1+?ejmkaPG|TRCmDC62=JLP)E&DS^XhJS%o1
z91l;%x+{HSSJ0l*MYxQ}VccUz;HQ{KIP1k`UL}RXtiLs^w-aw^83^0*{oSk6o@glD
zhru`h0NL8ZM|`&FZL&v%hAAX#&P$FyLVYWY)AY;Bi=Qn+L{sJs_eMudH%#{x)mf&k
zG*>p$U8G5HcFMnc5}SY45~qyy&*@k1H281ycTsR;`xHfDOJ))y75kv~Gy!T!blV{p
ziS)D<4p7_O!xzl4w%nt}M*vB|{0Q~0arkMh+k8TT=HBWHdp{7_LKRyAIOkUE*z3J=
z2T(Znuahj&{@yuVqhW6-@}>-=jlA=N-7%1R5G&CmxcgO)_OFDl*H4<lFS4ETD#+2l
zRr$HWJgLuK2R#8abKl!KjD8{-ZmB$yTie_lc1|<3UuYko73rRR?v<!*)51NR1WI3z
zGk)yt+P&+H@cUW#M1O1R(Zwv6V2BEnB<gt%_&5qMPhNjYr*8V?zN+`09-VJ3wJB9M
zz6jh#aO?MzX!>!Fr2u`a@blwEw~RGOygO&6&XU@Uq{nN<zT0qdk_ZO2J}CTXz4&2i
zWdz33{_5#>3pk6b73v;G?ayF2uZE%3d|&YUR9_S6_v>wcJfu8vVWVa1w1dH3-k=^0
zP4Q;=^=}kg_=ZVK9Zu34p>HY4fmwGfXWP(w(y=_M<ent)+x$TBUGIzaIK`Fw!m(S&
z8=Zl<P)R)Sr0_bLp4~LfPRboKQn&=lIKgJ#$~SqV?)KuindgT3#U;|Bcy2TPm6u#O
z2Xe5^4s)J@uixtyV@k0|EquLF8OuKX%-;FV4jhm``u%B^Ja`jdSy^orT{5K(;L7~)
zNa%6sL9X8W!0&Zw9CJzbd%cR1>}C<RK5mWFXY#H#$H!Whma#_mz!WNWo!d%hoCeMb
z^{;Kdo?j{p_`Y<RcWv~bPUo9x9}cc#xR&B}mNJqoXdeL?h|Wuc^AF<aII0Wq<HcSm
zy1IkInpnJ+&6j+zw-+190h9PR$IbI*yG?V%@Flc%x{t_*-vs*;TxNyh+r1}MPxwPF
zCDWD?W=2<RZ)_=Dt-Fr+_RRsQ*v0U^e*o#9+8#P+EN8eoL`F#Dkuk^{KqY_LH0yXg
znQhhxBo;BI=3U<@>$L&u2Tp6x^$kB$)is!=*R>&iEzGXSg_yIqRvBPIu19mz>t4HS
z;!R%jM4v;r)2(d`EAu$ZPsd=xXagK{CV?Cc=Bs$pycRbtZlTd$COgM}m6y7E^{-3#
ze}8RvadBgGh5X`Gwl?Ut70Akw^5KPfmZ52;-)XYmJa1(@AL~{(+)f*6w&B*jSK-#C
zE<7%#$4&_>48l!9cT~t+t2PfOsT2d)+1Ip-T{hu7y}#)(hWp$F9n`J|;A<+=!ge}z
z7x(hsyT>Ydy9fHX8>qoN^{!%n66$c@wv!c+lEO(oTbPdiRPNz>16{?AiF>JdYgD<_
zE}KlVhxd|7%Akeq!(*?fG=zAJwx;%Hyw-IGig5n`B3qnp!yUZ;0JX(k&~>=3Bv?v4
z#l%v$Kf2!AnZ8^AJwMr~KHuS+UlOH;je6IbctO7Q?KU#Deqg~tI|1$nG1|JlYW~AV
zzKR__=GN}w>uV{nmvJ9254d9h4^Ry;ozyy>zu}!Sd%aUllG+=Ec;n10eoTT~o#jK5
zZy2_Rw3L8!N;lG7A}t}(DGce+-67o|-O{y5j2bBo0!qW^uF+k;cW-`pKRo}z_B{7}
zUFUfmE;@X-+xQDYgDXCleeI1#!?*TvAc_Rpw6R0q(e{_3t7<Yc@w=4r1v8VyBll%`
zIC)FjZ8v8?H;<fD8>EoOiM8NDEjRpe*X@t%lesDi;~~tM^iIL)7Jm4~K#4!%YXduX
z;y~!So4UjDljUsF-zB7tZ$<iLWY*n-Rq;3SjCs<F$#@At2Awuw{{iSsaMb(_5Ica)
zO=hepG%J2w)N2#VPP%>>tSfGgr76asDRXp%AF`MkF4ERwBS@{iGFM{KhpvKan^{j9
zaS1!=3l@?0W{c$aYMz@NyhF5Xnf*pE6?`DHiA6M}>&uDq(S!`jLC%B3?+3laTS!G$
z2~9~a-8ifp0Ll2{vNwaT;Nds<Tj~|(46K0DmlSw|Z2U&LJzd7r`fZ=tl1$l*(7u^k
z>u+zlaY>qJv-)E^p}#{Nx$H+b-ORagmG4AHaEPSQOj%wGeGd~gr_yzK4Z?IeHEXol
zG)LcWz~fnyOZX6kP%mY}*!0U_a+7kie@WkXR9hom@ktwD<N0ja!tc4b{7is)RzxM~
zw);3>PRLcBsRC2y8C<mvxhBf<`ubi!(Qg+f6A^^ba;8^Ca|3hp<a|G<$?$F`WXEee
z)t4Mn<cvJezz<Hj$GacoPnK#zP8JRd?jY~l>8#t3j#(tp)3gHt50Tru7^*DNm%{A#
zYS)0elXh3wo*Qv@k4dH=;}XjEek91-{ww$R*b80?`z7A!CjV2^14^x&CAOz=@n=`E
zly_o$BLzNEe*XbDykk5Q9E5We6WqS|pR{S=W8ox*ht5OFtPgT-zc-m~^^13?Fo7~6
zG>i{*+;dPElm2$m-DM0Z=c>2OS;VgX2Y8VtWH2<ge!t*taycXkB(c<tl%||QQ0cZC
zG8r>79S<vAEmIZRADzDNABcR)2@XGAeM;(P3Llm2R=iK}t<AY<sa=y@%IGLubYI1?
zg2poI$QDYlpOnPgbfV7O(Bb;%IyU)`)c$Nq&va*?%PeqBeD<FQS~0bBs^HeyZG&fQ
zNAzgdV=wUhw|EjtmE0XldYr7kS86?GiqRss3)>ERo#sQdjB}nTHOw<-pRg|G#Hes4
zWC34;$ag~;ZKml+0`vmJKsVfCMu!i#u0$i3fNms&JxS;?AtP<W!Pcg89<q}?^D6lx
z%ya~~U^=hzw3AfY!c$;?wUT}5b!3XCCP)rk_uAXT0NWLyre3%QR}XW6aGG)nSZ%cU
zMa#AS9=*^xcu{`*1e!9Wr<xzvVQ!31=ppE1XgekHX}$;Hg1q$3cf=BDM$v4*n%%0A
z^X7k_gsPW}4|wKDfA0lOzXK%^l7GbvKx$<nL0xCT;m}+*PbD>D7==!Q##_cbf=qsv
zsX#0#yjPMUvS;IU#~FU3hs{LBO9NEn*jgr@3}W)0*8BY~!LJ_(l>hEIL^}(1q8TkU
zQ;Lz<U(?Jpfu-~2#nzJ|>F`Q*&hcA$&|$uA^7uEp0Gj^x!o0M>xAXO@=7#n^cW-;=
zsr35XeFZWUJgCthVLH#o(09VF-sbooRXk=d%J+(w6hLP8qgMYbFu@R??OaB3V8Q#U
zUGV<;yTYzLzH5u;O@|q97q4x-fpDf!L!Y;&lZwJUoas#&)m_w7hxpL%n+J{drNpXA
zIe*_EZQG4r!?0!_dSqxv9Jv+$%N$f8_w&Fjrxd93NYyo&i+C;E&o`*qc6DHOUcT?D
z;_O~$Kh^u1iK^wBK?XJ3H@#&tRO;ISUyb@ei;{sGwrkQ1n!1+b`-}8nUd2P81vLFE
zhb|U1l-&LdGKFvVBCLO&zRf>_+XON88nTZ)xl`aKzpI2P0-lmG+i+!IVPboi5W#aE
zSnyBo*@FGuNDRUnUKzmzsHuSmdG8j~XE1+L_LgX%dNP+SIeJcL(AXQdjX6_#mK0iz
zgnhjR-*ud>9$PQ#3Vdhw!|VC0n`H9$h53k5O>N`Rzvq`(KpNWXMVHQ)`%KY;>Db82
z&#xRRBIR!G&yW&sX|vN+k?v1y5J1>@F-)yZM0vlru{C~cW=nFe)aZDeL(S)Skl~~l
zgMadQQ&Vo?3r%8;Nmth^-bOh2)6iOHI2ru51%ymf)%hhwffSz8J3F*{xgabH%%XH+
zT7bPsR!QOmGm477y1SegyLVy6_g=*Oiaj)0ORaRrX{V-z-%V?|5)yX$+dU6p29_Hw
zOvtx9;YDCj6RK3$PJlxBnsgHQx6X&^o|=1&v46kZ!=$rMKd-JK(S&;J6`3NM)IW6<
zcXh2CpQnm$`hb-X5#xNf-PJ9PbDHH;jgHeSBF3+9J?<43P1^LOJ2&MgG2Hp3?-Hk0
z&fLPy&+)RrOOf#jpHh{?`5Z4~Jz=q4{!NpL2*|nZ(o-H5{xVFbI@Wo1lTve6FfsRg
z1Bl&3miz;XOYqd7%UQ1jkRo6yoqCdYsI#Z6n;maV5Ju@VLEx_FhXjF65qUtUg?#~e
zSAj#I;*b^&4njH8;T56VSa%+s=I^YDG@T~cKhru%ilDMN(}oep;=kLpK^9@9S5DBR
zN}oxivzbhF>a%4t3gG=RHmxu`Qjz;MWyWUVs)`4)@hf9eeOjJ^hvsu|RL0{Jfh@ac
z60Y$_?pnk(NqUasXaeoRQ^yJD*c;g|+ef8RpNAs!B<uut8=Jdwlp+-^lOw-eaw4d7
zK+KK3l5@|QaUGy_^$(jDrXO%x|ApO$X$nzb^%|tb3lo@p)zio=H?y0cws$cqJyXGs
zUGoq#?G27{+DLRCx3YT}teks@7?Z8yDlk#~%|EI$0u3?Wgd=1p|NDD~S89ociPA>z
zBEyjw%Le%Qf1V0at^RkT;k}F$bgH1Y0RPVlZvp?`gTmyh#%@6*fS^kJs{uIFkkDdu
zE3keao-kA%DBTpt6q6jUPhZtLD0hg*kBnZ_+%yxJVwc9h9Ii-?P|=7UB#KSGMfvdK
zl?Eo$eEDGxZ|IW@dE(*j=EZqYqWmiafUI}$iis0t=DnmoD~L4PYudD|Df$=M;wxf$
zFR_Wep;6I2c-bpHZcCMu;xI!rcE;+)76r8R`WqUDf6`1QKI}Zm!CWt4?JonPpC+pz
z?(Slb<D*~zZFs6C)P?~6h_Wze?o)#iU9yD58^poR$u^5?Jata)@0Yjp*An+!Adh>V
zI`dn16>7Obl;Ndg41CvH<sy7@g|nBIP0lo%VuSHO{wiw&t>#%&F(jHcvAhusa&p{t
zaA+;SPCI3a)s32=CN%$IptPBU$rVKO4;aZwQve#jQo^_KWMV(|I#Wh1f3Nu77gmUI
zr;-)~^_DKHRk{50Z`f^5vhjJnC<&IzMlzXS3DGLt=&Gn(RS{0P@kf%#Ze1ngRq=b8
z$%B~Yq;C68374`9R+&0mS~gWSEOu(VO}bW<kRbYveQ=MDA_BB@tJNAd#W%!7Fn-WG
zg!DVYZ5bZ*;*{!J6TN@rH&oqY4N+6S3G@}j-Lr*!o0mrSIqI`sGBslZLff>C1l_O!
z=C}I!3kc-qc)c)^=pggwsYxTh8KYAy=XVA{^9?Vv_@U{a*V}(NOQySU?>Go>_Hk<L
z-#~849!{CNu3Ym-k_tbM`4`&X;K0tAf=>d*O#&!q|Co8WNoqU>9k#4IShgN?C`!+q
z2SYDTPF6J6*(sd-X4+#Cc~?P@NNHXN-rBpRorSMPgUJL%W5`5rp#HS=g^CvvdjB7w
z^VX}Nyu<HwLp`w(Y+@!1ZL>+wPuC(vPjrQO$(%2}PK=tkzUKW6GgVSM>mU#ZuP7>|
zqQ7vLpt8alg@%v1UxS?>j7@**GFF!+NQg`tPXvfl4XR#vI?v<r0pL+*vVjc*(dg*t
zpJk)P-|u*dYgAkBeZM4Du*L$Nw%hAM9_7b_9to*-oqB@@J0=HLh2xCBFW3oxN;Z0`
z{YJqRE+dSxPC0jOlf-q}A>B+GCsnsyOLbch7Pe_aZ=X-ptp0RkIY`ftkk^qV#<Q2G
zc`Lilt7%eTOR1<!(t;oAEA(?UDhBw~c-J)<6H>8dP%B(dF@ev|#&%5*NmgjlF~f?J
z@dixrKjE%M*HUhV-=;}FKOsvW^LP4b0m9R3UphLWF)3EI(@tBLF3anFemPf@gmBYb
zxId2a;yP5v{Kj}LjCSwGVWTE?B+!xhd*0jN)=4=049s$K;&2pM;8L7KuKOB56GEH5
z;xnx)&#?qA?7+Xa$nzuIcbKSTr^+Cm2ImWx5xTrf3ECLMLJJF&9aji+wR3;#&CWIM
zC0r8)z(tu=mhOT=Y?pMTDbsgg76HeH$+#)d5VT}bilHwi38*}bQSbI*c73VB4C3Q~
zs7WT?h}gpnpQ|GkJt1@HMXQ)n*UP6-U01~97{b7h!whG^s$Q=^w)c-pN`5>!2Gdv6
zq+nH~R;Jc2XSUK|*rIukCY&UJ|0pdXbu8TkC>2Ak#W=PVX{dBE?>el7scjqrIMkf#
zq}<YMJo{<b{Oj#%XB)pUV)#FRg*ok-|AApQ0oN|<JR{qwdXiFure{a-uZD&wq8EHS
zATFH(zPr_X1Z@>xlJXI85>tNH%qskJgFOA)f5w|VLQl3-L@`K+#Son=qTy^fyM`wG
z9xGZ_wM^3?tc;b(s*20snUGy|bCC!lDXzPdErTm;Gzkor3J8wog-6`G59>1KZ7p@q
z_uLrqh9Pnew^W+NYkpmTBh7c6UPpX=g>qOPD(ouFc*YysL9t$wZ>-pw<Bx6ng&E*e
zyx^T-@vkw2fR0^gi`cAgH_6v|JBva7?U~X9%JS$=VB+aiS9?ZqjL1X!T#8Un^V!5q
z%j=1TjLWx9V%u8~O<1xhgyJr31IbnQo9`9o&jvY8bBdZ&(FauaF@>fS<|L;{Dh{c1
z&)mk5cg%f2(Na7KOfa755P{f{o|_yBYxklZbyCMynXFUChfbnOIlxlg*K^essg%v^
zAanFnBTeKt^%9xRNHT~iX=jbSA0#Zek=Mp5jHsJq=yGM52+cytG(7G4V1OU&WA$E*
z&zVO!S+Q)*`5TR90Lqa@tIzhkjqe}w-{VjhR<T}zhm@LTJ)XrkNZA?Ev|Vjg<bTNJ
z@BFwC8zktowD${`^kg(NQhWP3x!?=$L>6i##nHUfIO=;_WM&QVM8r_Ad#l>sllU?_
zD|cu@_XE;;Uo+EW%BVR7Dy@&R<93>$>5g-`Z=r*bYzohxR;WAh`?{%ENVs9$|4nwm
z7o)(NbbRJ)&K<aExoN3;i-~Yk+Wwt2!m%1+Q(=T{dwE|5gZhG;QVe6ctVH!V090ND
zL$v8~|F*mm<)A;-!xv)r1sxpxn+41;EkKXI|G3j-<Ta#(soY@v`gZXLY)P&@<P<0{
zfKG_a+MxukC~W6ir&t<nib@GI1#~AmG@M65UA-#~mcH#}On(TSm|Oj<d@tv$EymdL
z7HJG?>7o-)wJl(7PC)P$Iu|?xnZ5>52Vr#5ZIbm#kb9UT3h|7vy2c6x-`QMhQDcxZ
zD^1tEIt(~aU`Hdu>ZMU&MwKGo*qMkSd1`+6U2M0Cf+PA^OP4Bj4=&lnk6ooT&IhXJ
zylEk;!m^dsM^oB89X^0bZpDY21+E{#q&WMVm-3e_4>>UeqI>=W7y!2cRMfY0s#g-e
zS2Cm&lIGxwOg!*U%1u(PUsPYKNtv-Hwh$xRep+hFk&{DYUVZ|HIrfX43)!H0b|k>Z
zF+NH;O6OR^M-(D{P8SVb2|CX;N<NKG*+E~Z^rOpsa`+3ab5K0To|f4lpDvhC7dKSA
zx55y>O(ltE`s!rj$y7j~dO1n_lg4saQ;b%9!%7#;qNfj7PeJ1@`!C9wFYMb7+|XpD
z>Xb;jXeND!jXP)U7j?h4J@G-ilGUe}+qy&3)PZ>J4$k)U5vcsj(7}IflNnke`~=m_
zetz@cES#N^O*G$Dad`zFm3uN9&cCiMxoaVg&jIXuKKd6|u9}!~Va;7e(=fR7G!uO2
zl!b>WiVgYA{tci2-?f!@Me;Jty~j}<g}=uD$UPaL&NU&$mUxsv$+-_8RTGdB4mA*R
zD(!?KCgCv08{l5Dze-fV&8y4u@TFOKjezx!7<*E>@Axan3s^oah^0?=N^iLAPm28G
z-|ZN(2|8EfWGp%n){D9oCBufP?P;!)@~{UTsE_nwqeErSQqpl02f=3~;-g!)BWHJu
zjEF23-AvCqa8zSsgv-HWNV=t1;l?ADIdT8Pn^&gUKk|=P059i)xJ?Kt#O(tPd0F?z
zU>4rO=Zu##iqD0k&<@_3k&>e-pw(M`isn<3fB_en(z(_7xJWOkmNkBEP#Lq39zY@w
zMRRBpMZNQiM?H!?@yz&#2v7&vQJYJmls$fce1@H5zR+VADY>pk%y>SFPWn?RcoZ|G
zxKuO6qh1ieE+OWhsJ$u<U+B&p2)*qr<NPK&S2tWU=uZ9ot*Z>}jVj<BHRJ(D`rjUF
zT5O6}miOwba`n#fuBQ(&;VCjZCBEjuYu1dN3~ENKF@glxfeq}S+46Q2-R>n|Z|^#;
zi~roRyV08c^rDh0?wm8U#I6M8^Kw96d@8CHK=i<js?Pp~G-oE$$Sa%q$WS#q(K4Vh
z;?R8!qWZVv4*3<ae`K(&UufhQd`y%qmr^zfDi5i@hVEtqHzsk6?ZoG@+T&$<xm=wj
z)AENZF&QzTE@^lEy>w^spDxw{6TMf*NRiB@;w~+n%e)|=4KJBDLh3G)70dQc7t)N@
zXg3oQPiqk#NP%<`q+dd_!O)(+mpL64V}XR^??eZHsTx6B7e#uKL;Xf8Ifsqlf>V}3
zI7PzyKP5Y3wBd<?jYg}lr?>*-s^JEsID+xa1uAN)p$yU%pJCg*lCEZf)y4@tf>UMu
zgFMzF0Tzp>Akfjg*uGRvk*U{FZ_Cl^dRWU3#RgJxU3GZuQ+L0T^QSLdj|~3ih|ZLK
zGCt#R5aa!{B5I7m<t6(*rmR2@DoJW{`%5V2@>qqEJ3ivi+@dB}Ydc6+zqcJ6)>vLs
zv0N)}{JbC2bprg|+zWp$HjDGDyf1_${0CT<iE^4{u_-t-S}m(l*g2^DRq-r{*B0o8
zFERha!7E7M41LqVNVomaYhF2M`W2^zYGIccEBErHx#FZy%i=VGy>t2!B07J~&J8M%
zuvy#-s0Ro7h+$+g_6gBZ9IX*nC>J%@I$pIJDK&8ktFh6OaP@d-YhHo%=8y`ih-I&v
z{i)y@%ke$T#|l@|z6ZUG#_F!RO`JAC-;(CEQ3w5IFDu=3NKPjz^<|!S?M^HWkD<-n
ziB`6`^<C78^X8YPfRd-%a$DCI#s)$M;?DkMRd3Q>=iJuG;5rNA#*ZKCm$A$%&aDV~
zC=o(ZPRuN0iXW_rTO|mxQU`-h-V59j_-%YkDMhlK7{f#33%{JoDb}Sw&AF*^=li0^
z)dN#8d>%Ur%aoV4BS3JQ(>gfE;(hRGVqu+Cdw=DJr=e{L7%tc#D0mcXc0jfiSXQ>P
z9Asn`X&ZX@VJlVYf=`x)I{D5`g?5KU@wK-AribOi$U6h8_y>2Ds^<6`ufoOYfo(X^
z0Mjzfgc5EM@Epw1?2)U+9yb<n_i^j13?FOvUoA#6e$cV>tUK@~#>xCPD0ut=<%#>Y
z5s`E3fg{FU+T7YQRh(fQwRE16L7~0I6UYajYqXrb;><lFf#3XSR`^WJ$&qma_d{w5
z=Cw>6G7Cu0e`L=6Be&SEC+>(Y)glLL;`Sxmq9W_YIo9bF<CT-8we!xREp1<04gO`)
z69vaaK}dS`&4{7r@?!NJkGynT%#@0jovo7o*05)mm%agUg_A;?%4jE^pYBpkqjDS_
zQMhhx0MtQ;AO8e>1dZd2F9Qzvn2nFuf`nFDB#DsQA6vrJC+2gK@~AD{v+nq%S*}zT
zD8DK3g|}(#GP@-1gNyh)<W6ZbD2Xm2K&fJsvAt2mn>6ES@{}-BqVu);H6%UYONH&`
zHPOEjyNQ6mpTI8S4JWJx*EO|va~Vpqk2IqrWkZfU**C|Q_b71$H_-r_Q~}wXPe&bU
zkpBSR_WuKXoq8X?wWBb!V%|A<tKA?;gC819Gf})LL!v~vB+M9Vux;Jv`L$#@gg|wZ
z`*`P^r%r0QF3$G;!`ovHe6J8i<)ajpptZ9^(*$X(PtEnMDN7&qh-}hnv(N&O<Uxoe
zw(r@rN+eEAjmk$No`v1_r<a<yW4L*I69Ag$n)=M491vpEwgA7$R3_+j)z^VcBg;&@
zK!p_=pwmqVZLKS7Q_+F(*V=bro&O~{;TxjX|7-T@uB5`JV8MudqiNRiKK@hn$5LFP
z_`qP;k#b~W^TV+non6=5$-K_Y#!_{geke)EI@`U$9%QOZ`aGkqdZ5;H2yOnov5Cqq
zx}^@0FEarh?^O54tBrLT;-QyZ%VvG-q}Jk0Z#Ugv_F(9`I-Ozgu_&-*rY;X}SXPGb
zSm0k26i^1d{5{#%ei}o&yLmnFXexF3HkD>umn!)y^-ibqK8KpcH?o-3UCDc5<15Cn
zd94V}yZgwls_r|vin|X=xgUK67t_0asfYd`bw3uDm+16cky}ES6-gfHXD4MqmK5rc
zp*M!|7A5G$eh9|ut+r!y{^_>xpFVCUG?tvh-{eW^jYA{*voJZz0{xt5)9WDz7hTZG
zL-8ViA1&@bNNrR0tP)d7o{QfL$sWI%CTTJEPE!(9V<s*>6|S2=tmg@&%AT|NVPltK
z<&t(cG(R!3%r0{kFzZxw50y~aN+0?pckB9)cBki+Ywa0oK~PAO6+ZE!?d1)HGKvyw
zVX)EE8Ey)Ed7Nf9XsoJaQHG93^@J*ETZVEAL1e6M$(H^pRY6oe*2N&Q*WB@{h~Vq_
zvPipk<Y2DLi=B3&0lsjmaNdK+=h$;{G;V&J$Zydpt(7CF3wqb970+cPJu?s<)E*eO
zB?mcZB|m<Vd<e;aR2^#S$oVsT2Et<kQE;LBZo#BDJ(YcT%Q8o?;u!FU(ZV##Ch<Q2
z+t87&tTuUlFZ?2Oc^f|%Hz%>_q=Il6<*k`qEFrdbD|0N!ZFM_?{+W%Ut?0;QsZXdA
zk>~yS7iv7`RS#=Dz{>r|l%=I;JkXlQqmQI4q6<rL_)p!UD691BPI|qwH|CA!j0kwD
z4Zf|YW?>9_z{Qu^C!Aihzs<2c@QWu_U1RLOnMd7K&-K1}Y(PCYGWpT0pTgyqYaPQY
zXNx__fsduFDV=xyWUsDd)HVCAIc&d5O$RHBdL7p)Emd8P=H};luMKsBxB|To@NvO?
z+IH`v$fo2_JSrYp=F`N33wrH3*lsJv$Xes_yG;(tVM=i(OkH;$S6P0w%4E*iFbvhk
zu_AwdOk3^Bn0_JmneI=KtMgepTph?@_$BwNu_)*?30C-NUZN&wyo;p;ntY%w@5=@{
zg5K;%0c0ixi9LLwkp7xZ2F^GT!!o~mk3)t{&yB1s&Eq_tbW5elnnLBDjk1WoA`am&
zd_TR&;*Fzcdi9D!S15E-{N+ReKFsVD#Y!CxJFB(hI<1XW=hA$`%C`NLNNoM8$fl*Q
zLSZwG<Xkapvrk7E{(8LuH>_5<7ezw@o7xjXS8!=mAL{6Y!$8p1Cb#t**}Jvxu=FHx
z{>$!H@mv!ctmR^kW>~d`@HP>vmvvg|h<K1z>dYp(Nwk*BqoTRZnmhF^6IwyF&dx6h
zU=DiKt{+Qrg?zP=a6_t474m*SPtW(dRbejy7P2gnG+GU3zEBlXL%;A+R<(%Kr#>$z
zvY{w9x62gf$V7K{<|L#pWXILH5M^@x+{YpBI8IC`?IMRtg*B-2e7sj#R5E?s;allI
znV(SV7uY_!2FpSxpsr~;xfdOR;2D$URD^nf#IC67*x$`$m5lKG9-yLlt)$+0hVC1g
zR%?3aC05ql?BlG0!I`RT8#>&B?&2PPFujxwbn;B|cjtO>D)MRya?CYS0%kBuDG#~F
zq66XdXH84X+T4T1#0sy69y7lq3*1ARozKfRLirn$SjKkq<2+@7HxAk#+7evWWpIHb
zdpnOme@TjLsSEr*$q9lwxN;g3HTV*twk9eecWbs6>>gKPH^FzxHcBF71YP75w@kjG
z+ET+sN+8Icw?gL}1=qjTAq=eks3^G}H<<`H*k2cR`r1yvfbp_mg%#R@T*7~lVWuH-
z*0lOOZb+7qJY2srTtDOl+X*gOwsVBY_)8ZvIQ#Ejdi@9R#(`qa@W_aNjFE}(SOnKC
zzz49+v+-A3552t}^wcK`H}0<E6yr2vfoNlGa2fHv!r=?(nr#wk1%q!)<H!r$&WnP3
z5UYa&=6Ee<_bw98q=nH{Tyc=8-FXG>`h)|uSdb_*>vR}-QrU#73pV)yONL8PD4$oL
z`E~aCahN|)?}G<}BRk+~zeH}&dg(nQ@|<1bA9V^!c?Cz6_lY&mG2?)sk8nhDGg{N#
zyH|;QGfB=<&?~H~ad9o4ru$MK0{#sZF26SdJy#I<wizflv1Xy#uSB@szw+pw-^-vB
z-OR$2F5ooDhLT<el_7{5wGXYM$a-1F>ZA|QL0gy)@MkW|$YtL4cAKPrPuP8YK{T-d
zg8xjA7n8oOcV~&guWnd0RiQHB<WhNWwf20Rw<R?%gv_O9+QwBL)b<vA;+zbdeBLo}
zkGQTOJThbK__1)Pc2ROVB8%($asb#3soyv9DkDwzW+JltY5Q{6`t82)Ny+>3xCdg3
zs+f4dvVO6)P*Al*LRwcln{{{W)dFLc^z4?`(g5Ol+HOfHW4z^+VIs2R9FS7zXxU8P
zc#fW5HamOWn!vEqV4mq%s4%Hn_NxB4fc7pMSl0Jed?1#44P`qa{d3`S{&GklC$gEl
z30;R`CHL8<A)IrG_}N+C{Wve&83<^rGCtHNo9lLphci_g38i>9OQg0Qt&yB`5l%^R
z23M(*7H_J_JA){tH`jd^DfkAd@<)BHN?B4^U?RU)yuT2P+Pkx?x8Mn)G{A!A0GL9X
z^RxtWj@NY1zBf(bzHEQRez2_FB=SogA(hEQcflLkcmAFbyRg+wW0S!K1&*fF34#?x
z8J}x30@d?19Q$_erpz~MjEZvi|B`SRJ)ic`CiFj@CG3_}DBpUQgVqE<9C16y%Mpf}
zzdj8Ti1tIv1Sbxs#=lZ)^JD8M|7CdZ;OXUnM;A}?oFrLLdsGzowcS!)#2j76$EZ_w
z@(BV*N~f63h0_zf!N&5Bm&Q(3Ug{&AepO$FWfJ(4K1^R9$pGxk^rIXZ+dF4;(`ji9
zwoXo^e)!LoN0s>$YB!mhsi`>aett<~U=)u$n&5=~?QqzTK=4RJ;|hNVt2Pi!$2yg`
z&4=;^uvZ0JFPAv2P`ybEKgA|4Nt9xL<38_YX(w6pC}ft(-vDCk>z4VW3)0kz(od0r
z?p&tg@-8u<=K{V0#LqDJ%#t>pi3cFhIYZiNO0bI;(;BGodhpn%RBXu*O_BkJ2jQq1
zgIupxtJatxTZ53}ibR=+wiE0k{8#307W$Z>tNR5wKP|skKX3h08A9o-sfp`9Dpo@+
zou^w;=x8RA-e?M(3U3H4An?05T0>JPS&HjqxB%7jH_v_h`bX2V2LKjhXy86M6^a{I
z)5>~7>WH1>ys^}sQm&g+=1D+qVg{FY$Ace=yxA$;ucExwlE_=%TZrA$*PCWYq{=<W
zG0xtWDDE|_xjvXYFzHIE-S;y?@^SL&VYrdYYR<rg2b3eDOj_QiDMunZ3$@BFP(~$=
zfR+33_10A>C(UGB2XG?^f1d!210r-75skQC@w=v5*(QBD8VwNHsOqo_MxTf(AK=NZ
zqEFo^jWJC9hOU~eDVLHD4S66f41TR%qv;9s&_SrEwv4cjL&<hgluyk~eCRg!LTeFM
zYXo+B7aVd<DKN*^v0uVen4DO{Q|1M6K=BaV0Q70c&9z$Ph9rTV$oG}G!R_WK-T2qY
zqj$IrLBYku&91_99b+zkFTPwd{-~yAu>G~#e}Ff4K(l`*TPg74lL~JMs_pHKc8o7~
z^P#Kz^CI2n+zqouu=-|aVWAwyPw}$Dta*>L3JgvYm|HTjPbl~el2jXOcyhc87>nRd
zJz{#%^}<hq>kb3Xg1nd=sY)9M8UD}k&HGDQQN|tV?lS-J{{UegkK9t8F+_IdUe9}3
z@$YsL@#Xq#W(Y<*AYcAAjkVT6X@tjyXKC^k$r<)+`-ogH{l5L|Sc**9*i1E*wBz9Y
zXr7(>yt+Q0eV02(mU9JT;70#tn(H369_)iJ^ZE);U?Z`{li2(yjj4Q2y_!_Pit+So
zy!)hd`m{(0qT>`1m&=^+_f$VtHg;&*S#vO3UkP)={QD}?+|^~ZRQ9Ka=K`^v#I-*(
zD$+L0ny9hY3efYYF!!R7Qo;A8L=)6C3b)?AvHBdo8_hEh&QVRB8V-g~oO|bM_T<54
z+t>+ZL??2LNrz1KIduu1%}3-=HM-&zCG&F?^1ssj_)XGvU+F+upBoutrVUW{cYRLh
z$)rnntim=(k=0ftV}b;`aenFRCcdJ>Hjo;hxvaZeRVd{^GdX{pV~!7hUQNF!Z4r;y
z<V&@)(cNj`a}G#JyU$6)Y`hpXWr}F8QbawY5C0TU`6!@tH(T^0R|huD?eq<|0UZ=e
z_yb5!-M;NfgD+r$QFmVQamEwdQ<*Dh(jUgB@s^k}odcQQf~|IeaL6gvQgzP5=l@Pq
zil{Hrc_3trxTq_yA0_so@{H18@I2mb(^toLNw+%gMr3oTgfT73!hxrqZ8Gg^&wl4v
zPm_EBd8e41EnuZ`&czO?S_hHlI`r}Ij+;?(Vk*3S@x9d$+jUO~3ADCv`MC6M-!!7&
z&Yzw+onHvmq*SEmc(?7CP15L>y&rQ<Ay)|u{yzxEiJ0y|br*YZso2N)Op`^Qq))IP
zaM=+`x;8>wzAO2sN>rn*-$q){1nJou-=FfkZRqJ)?x_MjL*yjV`5Q0^V@7}Uh9j%)
z;nByp_=O&Mbc4SFl<=W;G%av^?HgVxN@nRVgNkxWCxBs#-Y>}x{=YdZmA*2%9iY{!
z?z|Vce&GNNoz)GtZLF9-2F)$z9@mbzz8U?cNcSE-C@SfnWPe(y6E`3p-#%tIAYE{&
zNNea)p!3J2B8-Z=!0+nb!FtKJ+jmcCTY8P#(CdcI|E?xw_V}9ZXGa0{(<09-;m~Le
zy@pZ_*1PBz+Q<+g=+Wt$1EOWQ>Yl&yFp6|Cw<ox6_?`sz5bKPNpL5Lmx#UPiU>-|_
z6HVP>42QwH2~+v6=NAQeo2}#CgE^5c715q*&F!!VZ9YbVj!q37@cUNyp{7t&iCKrY
z%NYB6IJ)gNhic6=s0|fRz=lH`$CFvHdXQwtJq~RyRnAW;80Qe6?oxtC@w=x@mCo~M
zMqc@=OZb~-ywjZ=qZHjcrIkCFS>LQPc@pUGHxNSVbWO0G`BN1@v@@K`Bu6mJO6jM0
znoSyW^Xbn`-0F<}b9y57zu7ZcceRC2ULOkNc@*K_swDMS=!9#|*A`8e6o^sS<W(xq
z@f8^FZWpXvaKQI-GIrW?95fkxo+i_?4eR@?2-BT9u5NdKN%GYkQr0*BJLxq<Sh7JR
z>c4a<;YF|}ieHTb)v6AqsfY$#al<Zr-38%PS@M^WmVM5S0KPO?Bmkzw+(+%x*>|@?
zr}{(6u#<}|s&uXQ3hG-C_xh~#)aT|b_VevYQP8orrsPQrv||Q-VkV|kWvhL$n*-CQ
zc7^4K0Eit!XI;;0CKa7Oun>z*%oU_G{bA1w-#)K^3YOGYWkG%5mwd9qW?Dxup01_g
zmo{mHLigXlr~m$6M&bWv6@He+QrM(eMBu>kI4Vb2N{U|nFT)9kfd#Uo3EasGk)bmJ
z#KtbQP6sy{f9u2M5%ti0jF9P28LCj7X!j|w_6Y%`-73C)j5wC6d<A{`My~hB*iRAW
z{j=`(5;}7GfMU`R`8)m!4Ji2+gISDl+a<azI}w1&l=c@zv)|a8NR24ST=RowaG8gZ
zNOZ-N1?f@%p}b_mr770;#`Tnt&^y$4VE0^z*cywu#POqM7M0WLJx%rIfq0|IbExB<
zKr+?n1>8%@YfE&mPUbUz%yN8pIwPu>cI_XHAYj^L1=Nq=yHkhv=GfiUnA%uUV;5u2
zM-+|TiQnrOdlhC^STjv$FWE(Ql$L?zgb)Yk9bY&0A4@||+Fvc?y|mnXuXZ~%HO??X
z-QQ+VMyxHJl*W{%p8*4hrFD2|CyOTRCn|)~H!68fzcsFMt4bhV#0=F)SgV!*OhF_=
ztTB=K74W;X0k8SbT&V)avZehd$;#`&1Z|~?6|MU+xKA?3(5!_crHYNT-R1i`P-`!6
z0VN(+7x8LS{ng%B!}H{`fOcIs>vSrC+<;G4$~mLqxdHP}()0SBB(!SC*V>?4nsEue
z^YPnoKznm2qZ>ATk@d({mDp~mVSYud^VN@zjMM%w9KHLwHwY*ujq<+1Ei3CUi0Ist
zO4+^<cgz&XqNCv1RF~MD(={@!Tw{8wL&A9OnwR28#<t@JW-=myJimmsXwX;aN<Zw0
z1adStCp<60XEf2x#a5pWBcS`_2h7_Is{^La3T-z{6ZNS?FHCa!rmDC6NryYD|8b?2
zdav$_n_0sgwRlaHZTK%f2F2RyX!t7@%EERA1T6XG?AH9OvpU#%%qFPIvUU~t3MhTt
z5xPb<NwS56{vjJm#J(a&uD(=`dC?_0NL7%F^4cBh^ywG0N&2RL&_E+!P!n9=l>#3q
zpA2iKPD@k@x?VgK>HFBwJbg{WgX7=22`8=?JwMsVbs6@)UiPW5YsW7GI#-UMxlN*t
z?NC*!);i4Rg(2f4=vsg4>geZ`vK>#IIeq1tyU+qothtYd1mF58eSh-bszGDbX$E;Q
zzSZg_>8pG*fWpM)2;7|<4^inEH<^)s=QH#|NcGIB?bF{!K)qqWUz>1C5=Euung*wF
z2=6-A%Lm%II#31HH7lWKM|40K1jVd}G2Qu2?uDY<>js*s5-f3IB=4Sv`}M!uU?z-(
zH&!4oB{hMSKCr%K6>q*+Ik6=tMo@p!2hpX#bE5)c*ttwR_+_Y~I-vU~yA?&{So4B<
z?lv+i;#5$g>f|_EK1u4hFD9$<;N9?-3C_0g{(p8iZ{*iI#YhUp6y&Jw3Qq|q+*d=X
zZVIqq(=7uvYl9Z>TObo%(J<JFhOF05a>}&U)i@)t*vMKUcf~!--9)2pOP=JRw`NV=
zm&rV6iGEcXI3sc8sMAFtOn6um9BhL|YhQcdF)?LH{Dfj0;(v0atjFO4)9P%T;chA<
z7<WrvI{{K~O-ay_jhS4%97yW%WS%_^W<Hdyg@ft<sZX_au53){AE>BcPYaWO=Llk~
zJI}il_td!o+^m`SJs*Cup3|;-ia~&XD`q<YXgOWr+fViU5$##gTPwF-*P=IT<9u0}
zGHBOHcna>Iz?xo~3uPj5h3;JH_&YsLK2g(<3xCRUwKcp|qve%eXD06&t5fP!SvB5~
zWg-lBIBoi&-{gRb5IlF-Q_mKWLT!xI2yNvYGI6p%X6HCIJQCDB`at+;9?jEZ<d?Zr
z86Vbq`sSsi*eJWdMB?_UhRHgW)DO_3N9$6s7LhC+HLKv41oHd}fTdws#iW;raTJr|
zuP4gxV;XG{<{S80)zI?e%NV_u(2NqHvpFxwQh7)FAt~vkA?Ja!|KAv!nz80e_igv&
z7jqT^?2L6yv?Ir}r%grCUgQ+Iut$Gd*r;QvuB@xr>y1Vw{tRgG%fI=yqKtsWIwe>9
zI!~H;{@U*%SI?Z4ckUZUyhL{?j?h;h-~7HzS&Rj~4vdkU4x&Gp7cQXpU(6&luO6eg
z2B0$@V$}tsEBO}h8+FHRX#|uwI2ns_xgZq)JY?5Jf%w3|oLax3XfU`Wlzt)L=bNv5
zNytvw^hIp~?Zm{bRwB)ZZNsJbriKD#U5a-~UQ%!Iuk%i(B$W5K`cnf{j?{~6Jga@m
z*S^4nn?EDx^ao`P0qGdN0CMzUdQvCR3CyYiN1w(X^^HKBPv-;~kG$A=iCghR{3Y?<
z>c_sWd+c^BO|kE`C2*@4x~J1`QTa~z11TWIk|OKDlusH{$lB1V(Dd;Ri(1vTQ`QoR
z4w2#c^J*4FQD*TDE&jRa8Mx%RiivqqpN}I1<q*jyGV`Bt@fp$=N1W6UMdp6V<f%v-
zx!0lg-&*aeKDX(CIgHav6u#zkNN_407HBX}cWFhnbFLt{ut6fx{j7hrgAS12H(B`4
znCKJ(g7!sJJL#)eb_I|PXDYh~y|ln`pE_-^Q|i%)x0wbr0rlmm7FlN%MRY#%**=Yf
zOGB|XQ3wrS*sQ8-T<;>%YT=?Gu?cl9_}F;qIq>nLXHOi4-hGR&<M<?vyJ3rnpK#qK
zIheO&%%^PAogpzo1sC5vB^i?@w1~@#7XL2Yq1dj-{<lL-jrG7Uv$!??R9Q!lA!M_}
z!GDw6L8r5|v#T?Gr-N}Kpg>lPE~MPPg>>`8;A<%3`^;!bU#%WtRFZ8QYS$wbZyOto
zfsl@Vut-S>hHKaYYBGlZg)L2Di`E=VyNajU@b@#7EXyp!s?Mw2Y(HUfFK}jm*SkkY
zb2wWrYfK7a#W#^z7v6+^GJbE}5JY*WXHIz3ux5XAj5Jb<@jx(yiwVO<L%zw40e9%;
zVBLi3cwM1(b#~$={Kl&vM*osXk*C3uHqEfE4rCJnKD#Tt$LftHa=5ZwQ+qrrJ6Sxg
zBdljt&MYnIkqtbi>xoQuC7;OB9up3ws92@g<^nW9&$%UrV@0)g7EZ%fZtybS=0=h1
zqz+8F<4eWd(t{Uv?8<}nC3Qf5WhqGXv07;?f3*Y(aHVCK<-QJ-H8bY?>1z)&r(>u2
zuyyA?RVDepIje=O8l0N7kj+2YYDLFOjS_DorEZuwp|)aJhcx*TCgr?+rK@v+d7ET$
zq{k>8*mObqnM3Z!$7G(pfb$+2DV3rU^fv<4Z3`6?$e%b^V*c|c>GZn)$Laaw+vf94
z?|Aartgk%(W`y~T=b98V>vnjpE;O@X{i@w#w);}<u?HZk-)WqSL(V|Ae>-DlBizst
zYdRO{dBq_l7XEsl@HgYap*E9%NfW(5M}vCEv4-f%+JVW?R40Qb9<rsXM5Vbg&WAuC
zws6Mo!57hEE-G}4=)+epv;t<%|J!HR>EDOM>pdyil_+gUJeEA?-;&D8_>!}VO}Y?B
zcN<+$vXLb2zHp;lGnV(5v9Tn-Z)cU*;>=%@86R_x9Ziyp^v|sXf%|LhMYh3{d{SSS
zUZA-Zhb`i^S+ay3+ZQ9AxF7ap*rmkkP{6+m9E!>HGRUIr^S-wB20Z*lt-aEjMSN;^
z2W70_EZ5KiSa%l0^H4G%vQtkAr3-gKD;7EAH*eQ)fxxDk(9R3D#X*%P&M}J_riOMk
zgp?kJ835Cpycd@W9Q0$hrF%vth4GSarV{6=UY3TZIMB1|u0U)ff%hAVArWu7H_-d@
zJVt$?@=U>=WBrKKbSp2>t0|g4if$+)tkW!&i%2UymnM;@_SS7UJ-*+`KHrg9$;Q6q
z=SqjUoWwNF1rF9!r#y77^X)x?*#|F#ENxU-!0V3rvPRgvld&>1@gJklw)tA5!r*4-
zTaWDm=mF_N3$pa{-S3OtgK(})G{iJ&lHoqO-#ryDNZ^9$1no6=((Rm11(6L**FBE$
zpTLtRP-uP#yQjtWp4;@}3_5fYs5F|AioMCz*IQ##kSsZ&3Y9L>X4G%n3F3myJn3&b
z#6f=L`kq?Z{qg_c$(mmhp}Q{?p*>wIM8kj-o?s#NGW2X`R3f!p+<WOgkW>)yu5Jg%
z!;KQ+Jjq9D!GeLpc`ybizZ&-kpUkmjQ;y4MxT|?(xgpJZlie6LHg4@A-FsX=*1sN;
zorcq=-yX528REzIS`&Rp6oWj`s2}2ivE3CuN@krOGp2qUE`7i?0VIS^Ao@Ka3R6L3
zK8<}j>B#KjLG{-#oit8{<~dB4QLu|lraelNKWl`CakfR+3y9g{enly-o6|yb71eH7
z?@;z2XZ9R3%29g&VW|*lm+PFh=EM3WY3yEaFag;JAX{<@3YIvjh78v%=;n@`c-HAr
z*=|0@!R(VX%NQ9YG|!HuDb7|hD*WF^5(&%i=1=za_KB?CZq`d`ZX(n^w<mr2MQ7Kd
zyFB%w+fx~BI}~0{(CN<;x}Gni|61}h-O^_r$l~ts=V4LWxaBQ~>Pdhx*vENeGRpi5
z-^bo;VB!+V#}7jlqZqECGrOTC_n+%(oqk?)6gH~+MsGNj9j&=Rv?cUo?@l*@qni*$
zINvWI?>Z?2jKct&i4?}<qKrv9rWFH_nC1c*TLxjfG7|<y1x^7@f<mwJe3%;sCrW^m
z69VZC1Di}bhF5=L`YLL=oEGL&ZVPs4@zZ%B&mgyGF_i;vfhz1+#8BY9G_qH9E0pv7
zFEsTTGD3t9rZ4pAi>?z&e=ywCy%VTKGWEK@DJ-G|a}4)M#IU+bO&*yAZzf3NfIhHo
zbrgQ_zgMvZGDUrJ+$R3Z`w3qZxz19ncEAGyrA{h<sP-B#1}j&NjIVEL-@7f;(vTrq
z8hi;r-(%*3R~*|by==@{Uk<?CdXZ}?(~kJ{lz4Zv+D`~V8Bd-60E8xbLbnT73r=Jc
z{;;^=Smt)#Q>t+)?~@mrJS6aT^DDHo9U5oyk0sT(Q`$RKIb~#UcVfS1pNe{`&QCGn
zTt>IG3+cy=`LfK#eW~(}gF);4$NX1YM`peib`KdzmXj={?QW~*xW2p$Elij_ziqmF
zZ%8Ui@63(l{cC(ebBsB?w9liK(}p{EcIbQvT+?K)q{Gtsy(8zaBgWf^E0g(ChYuB%
z6{Yj>d<&zWkV^XA-4S-X+aLrZpm44gPqW_{y{X-)d`eJT{pS03&}iy=m~nNy7noLE
zaQP%-#F+VG!Dn(N>Wi#H(Sy0<R2tk=d-owH8t*@bSSk8g`HEB&ljf@X(6M};Npp|J
zk(O9;#4dBg1l-qCx}+T0BNP8NUe=iyW9Q1j<o=ZKQp=T_$=!6jH`g|1J9$$ouxd2I
zMAV)0FRA1Fd3Q<EJX3O-t-u(^7VOwHDKXgiu>m_a?{wKcq$8oL|EjK=Xn#pDx7={t
zp>inLn^UBKaR_g=VMS#dS7(*wY(4Dv^yew>G3(Len(jYK-%oG>2lKl$32t*ao`W^$
z*9UDe>hT|Jh^1*2xQMZPm)(>oie5k1wy2HSohpK~ZJ(CE=C_U9`=8-?n7yAtKoJI$
zrP#D{<g%!kJAkJ@N*2Q-VDZkO4Y@OqE}_(ko0-WD`g;CW!k9Ntf5!gB5wsJKPuOBE
zZ#5-FtV+&%P!$p%w11pB$cQ!F8zc$4W)ts{S;T0A(}?r7DA5(R{ewrC<%(O~j6mk<
z2nKT;Gi%CBf`5LD)%~oC_v@2i<><*l_>npGlX}BhL}t8@6sl~l@X()(H!%qbGF-69
zTl15`VEd2kCYS!vCrmRQo*Z@5STBzIWZ875G&PfBLv%))NPDj@4^ym%JA**jA_W)r
zAok>_lIV36R87nS+k#y}MIw?*6JS$$J=tlovNGoHa!X8?9V6*Qaqy{Or?YHSkbm*d
zPhSy`f}?UxQ)>S@8&%*X;tS63W`hqGj^c+Tp`@p#`&Rm3{MCis2H^}n7atRRP00uC
zn&@pk&AeCm<Sv2H$p4z>&xM0?<4N$#xtBbrVytVku1O_pdqKA<qJyu(j#jG0IGAYd
zIcya(R<KpQcxF_LAESo@GV?%r0UJl|U0Yt^C^WQ<IeD;J$ma22dI=Rcm8;2DG|;OE
zcgglnYN?#|GK3nOba+?vZAd9d@|BoV4TSGKe&j-PyAJ_zV9L+cbAvB&^={AZ>9=9`
zFv-c=%(hypF*fevgv~sS@!K2RpJ{M!NHeE!h=el3S&7-uH<w*<BiRO3?+jTD0u6i)
zs#CnfcD)9!uN(<XCBvD1VPY)&bk%vd=Lm#Jt?~ERLs)FGYy9oiF6?pK_;=0|C=g7w
zaBU-&s$gZi01T;q3#85OR0sI$hriH|)xn!%ASK53?RJYdmCGy|h(f-D<lxtcI!SYX
z3l4+BG+z;!%f+Ch$D~gW`hU2~_qF$(1iia+Hr;9ihJ!w6U0%|QnG|lGsyS3I9T;g%
zL$M%59r54B2oow!5D7O8Tjg@SMY(jJ?&1a>X80t%=W%%RVBStE7tc}-d-omYWfZ4I
zhZqIQT}Z}CdG@{XkfX;qml^epq=NHvNtvdrJ26|-A3ctc+hwYwzmx~Y8;U<aX`89C
z#!d)gzqQLu$-Faoz_)wVK(k>U>Q`Pbs82a_$dLNhXX|_FPzb=95vS*1zCyLl`%D8*
z_(Wwl>_+YLtqy`55y?5SSI%eFCo*8l_?r?xtAHMwVq-hf5+?cTy)6B&tF4^HqyfLo
z7_P1vA_;Xdm+_X{L>IYUr?}}B!Pm!Ud>ga>nqbkvjZUDAl{Q_sU{d6cWIo~O3*5*j
zgXRO-rH-ILD~&uZsX1^+^_e_QDNU~>xZZ>#m~`>2h}mj)dVuD6)J6t$L)~dhUrj%d
zAMq#b;|E=Az%SrmtL@#;fdUp4rnC{kAD=%pSSKp$u{S2YchV+cL`&*RQIWh@9-W>T
z*bb`o%L%OIo8(z6ds9TgB`1?iqi&ipMaPPmi(`Z<9;TAf6KP5Uiv&^9jf{daJ*$}E
z@c8G%6|jllPyQO<0kY(4Yb(re-=50Sdt+NT{v)6WWRgdly~O|?*=*bD?kt#l&j4%m
zr>SUi0<azx*rH~oE^Uf3w5JLilyfn<|7!+%NoSK>i6BGMXaoo~bMm7z$ils_8q51B
zC-z<7KP-vB`(w_%vA9QAYjKz_j)K$c{t!Sl`Sv<4ZrX^Hrr#sghPxW%j(-$SoaVy#
z1JHJi7T3|2HZ)0U&|Qvy;X%?!#ogJR_U5t667jgES#dWjC1^I{lJPkEVmi7Oy&gp3
zE!&kS!4@=qAyJvoz38+)mp_zAlVb)Cyn2KMcSr<se9~a;Hz&BFBRxoiAKlc5>4CuA
zoW+=@j9yzU3|(*UqRt+T&N8Emr@&6=<7NNGOHaJO|3c)GHolRs9L+;W9^}zy+>{<C
zyZht2k6Y~Tx3)Ax)&`n?**|#f@N$==ih@)lFO4N8&D&i>1xMo~F-)ENN=&D&0_iiR
zDJXa{6!g{m>C&n0e)vCZb{zH7(t!BMui2E<{8P&;-6UsLad1PQnD7ZUj40po9m?$g
zT@;<&TDEW*Ajw8?6jrSiB^Ns~Xc+h3#Pc5Sq*r4MS^lQOs{ruYdX-%jZDk#;_@|%!
zUjI&3Y;r3{IG~s>ipg^;OcXhI{tbK7L@@<51sYn_8;*>4$-|^xRc;fXnnI!xR}x|#
zFf|-r=@*>nw>5ly>lcQZ$uj9E?onqgaVJ;(t^Yh(VjXa{+Ft&Vr>Dwd;nwz(NF_Nt
zUC#x4IDcy<)ArA!Q+ko>R8S3QCqQZ<;Y_Z>KEo=xHP`rLc($s}#ZqM>lI<YTmMpTW
z;U3X*-@3(8xRL!NvGMpQ5}%vV#&<e`p14b;t6#a-`D)s|wC#@l-H$ajf0DXdAOG)k
z!V@U(G?Z4Ux0)S@_<-No>KoGhK8gqKvOjU(>(}3nI<N&uAVCbZwR+wbsc(B$y{+DK
zVsjok>@7U0*Z|$pzcV8A!q!I8>q1p_ekWI2F`gt!?-!}=JUi&tw?qwJe$15U(z*8<
zYI$6(SkOx-=tznF4={x(w3W$4>1{!liao61GdZ7QlmC7nai8<L{wjc$xh;`SoTfqM
ze_jEPI6u#nb*GKf!I1NaMg4>&hfFW8$T^<;L_dA?@;k7K09tZKn%M7BphP7}Lid{<
zC(u?H?#QmP$WI!0P5G=4r<z(RrTz$$>vvFYkp4;01Mp#5677EgB|+N0ZLYjcZy$>q
z3p+c5I>fU+&Q%+$FQe@h&PjG*)UPb3jV-L8Vyh~gWbW&`xc8t8txHmt%0{_?V`&(P
zWD5Or#&*_JIusYOeXZ{8Y@=ijBbD*7iO5Vb85rk}%B+oU-%Hm%(`#<G(<*EX7~ruv
z>4ThCyv1km{{T?XBk_-n5Jx14iyTUdWR_A1+MxaHbRvM*@)&hPscFmhdnNL8mE~fL
zx-l>Jfp7eGy=2XO{{RUE!q{n+w?^l$mk|m}e-=+T0=v8ID()F$7GJx!yKSCSSXETp
zoP4Jl9=)rz(k!&?CfCffhtApZ$tFN%WnP7kr>y~Vh0y#2+B(UpGJU4$Kh*i75u<zm
z0C@gY#A`any{|;pcThCxYav-?jU1wTVR##B(>0GA+iD3Wouu3?ypTl9uHQ252WU@H
zSo&9+_-E}$bXPY^3>OamYMkar^)1sN^T%od47bvJRby~vf@NWLstm;B1wV9>M;}Vh
zmezeTM6-$;d8WABB9Mc>enRp5Ba!ltdg~L#?`1jBwAQws))w986(!{Pae<N09(elI
z==?Y0OSrA?qDW)9xZ$PC7}_tqt<xw+PBB2vpTkRirdmDLyXC#wGBUudzL*cSe~UeS
zp7rJ4E!I+fb)vI}Huf^^V!wIcjm4V>9PwVUCWmRGG=3x2FCd>)vw-<%ib^w+@{*^M
zwR8B_A1{y6Jx(wz?eyv60Nl)x4bzZ!Y><wl7#YTB5;=*kuQe8E^-r`lsNVL?IW00M
zBWT@#p!@fz^lPgmwzzF<v;@9lmtkcu-2A_I<b2iDc&p+W)t7-7wmXDyMn3j<C7ZAZ
zrDk}0LGfO&T~3`dLeVgRoMU5lI3q2edH~we{6DA7ELwz7oBN3}>>_WIkK$E52Y=4H
zi@RMG3tZk_$py!k=Eg49YK2aU8A(+c;=F>;_|C(`M?{Wgx4*RB(s_)#2OEhzV;CcV
zE48ulrNnsCbqNz$^FB%3L<9@R%%%9r_X2=C<5BVNh&3Cpw8-(Ij*%)2oPBxyYoGqn
z)$UxRcN4bkor>;28OgxUO7_bMybBhk_Bbry^Otb)8*;Yi=j51m$MA-&h%`$zy#CLI
z28K8Li6#!k!R`ieKwRSdF>vtcsRgiWr*HI$GIFJf<x02n9qQwc?JKC^y$fq;BYn-=
zLiPS0`1P+(hr*r~)2)(Qi9~zX<&!&k{^=bG`&TdGUki<5!V8O6hUOV(5hQV8Srr=`
zh07}Y{xk~bC9QaiLx%A*zYe6WDgcc-?QQ=6H_S26aa&R9(CSe@Y~fU%)qmh6M<l-9
zI(Id@r+6z(gHulm>I)o}s=MSdH<*gp-Hq%4BzMQXcQW`>!|SCTC&Ru_x04=ofTbLt
zz0Q8`wE=VIYmXdWU%@7iX$ngmfd2Yn$WfjLqGz>pwv%|9Q@Yt<b0LlyK3TKn#-wy5
zh5*RzUa@oV{?^h{vT(3S`EdiQ{QlVtaog`zYn=|-8!zmkZ*v@2``bQ8_xs$R!hziy
zIxmYaptX+ERo1QGlJ6?=N5AIB%G<yNN#l|QXWm7t#<qvT6WZJ{W^Ky(ZMoy-ZMYS7
z*Fo^^krlnvFmIaJZb5Q4L~?m2KXmu3`>XvkO`bb1?C4)R**|x|^FD0+rz8&C&?CID
z)qGG7*tK0uPh{~jv|tWBah^E#tgTHhwOtD0=v=gGYbM)qC=0iZrT$P03=Xx&Pc_D)
zdu;^2=<#d;_Gjj8-zvKH+&hm->TPYW{8Op_0A=_&<CE;fnY_++qYb1PSAmX4YCw5(
za`=zJ8u_)plY9k(NXSf(m2sSgJq8bcmECx|#X4=ik>yzuP0V|YUST`8ar##k;+<gG
z7qyOft}X~@i^YPYX~Tc^HN-8Q>RElJRx1t5C_N70o}}loraK+4hdf=VLE;TEZ52}9
z;UrX6nae7IHuBBey?rHj;*ER9J`R#O<+awPj$$XVwhJ8KN72FiznHIy19@ypWDs(v
zJurQLsI7=KePGKBb`wbyi@@^RX(zr&#&hUs28nJVw2tE9T`_Jg{?5d(kOv8ajf_+t
z{By^xcI_8|uk@F?)|PuMO}ZG0>?hEVQ`aWAy=PIH;{O1BhWl{Qrs$(5h6CowAA2X}
z-S1d;Qru57&vfQV82rvo?2tW2UMLwo(%Hi*n-_UiNIRHg@W)!wu)ejDDPh!++%OxR
zUk|rE06cL}Y1$>t`WcDx;vd9DbMzIhY2is{J0-YSU6=p}=V|Cj_u~`*>l5J^btuj4
z#oEFc5hb!CZ5jS0eYwEvUdQ6k58U{B!ghZU{1@U8uIRTDeVSqu$(r6qUzH_Mf(ID<
zy=%@j4-fcfPmL0Jome3x@A+N7#Cume7l@_OZ1qhWNpjj|u@WuBGV(V@`{QNl^C9Sc
z2^0wF?wZ>F0LuQ>i~Spa?%#8N5YO<}C~fSlXZvVAY$d^f1`N%H`GzWOCsw<cO<f8M
z`HerAg+lH>E&$wn1KP7Sh+5L-H3KXZA2VrP-0||Bg?dmk>2HP_uZBEDX?@`9+a(sW
z?ReRhf6?XsAP#f2x*o?A?+{0M;VV1c5>w@A(vOx%;tq+11Uk7LJ%=MEzH`uY%d6c*
zUQ}R-x>nELV2W6eUO+t6do6Qavr^WVb9oV*nAyum^L8qDKa~Qp)n99`rD^L1hkBBp
zlStc3vHt*NTReK#89uYAUH<^b)!c{E2fw~CU7U8%>eEL)trT*SoVsLtFWuX^wEqC%
zS!#N($)#GfQk-oJSfdlrZap~Xng)3;I^=<YpRIRZ7SNvVQ0;dNW;r62pncq~-NE-S
zO}VUJ6Zm6R@Rq3hMzD&rAPtl`LI}?X1M#P5dgEzHeG-Pv<+*`MoNaD4wn^Z1%>a8=
zkK-*03kSBjcE6b&_DyUWBN`s;G9PF6nv=tR9@cfQD^k|<_@|oMPu)!yS4<KXO{0V(
zJ6pdYtKDqA4fs>T{tdYCK9v`mrWBgq;n`$(q}%1W=j9_L^y$~uuUqT7Kf*5rTH3%(
z)}cInFZ#(O+%uEk@bsi-e#e08kPi=Pnp}Yz#?9O38R0e!rGME6Ag(wfyX&~^O}F|q
zD|rm-xm%2L*989nBZ}d?QR91kZ%(wk)HMB*G=UliUoKF^zF-S*GMuh!gOkQ_jZsk_
zD)5C8mtc?s^EMOZ4nW6V{{VKGRy{UxqOI+`I{US<U&<g03Vqodg+~fl*J-NwI@aG$
zy|A`+)LBQDAC{PSy6y@G-rJ6OIP|ZV{1ba~AB(J|yPc%9g5f8+cKzacP%vg@E!&Q#
z+P;In_=Ri@lId4MTb)AZ0a1qv+qXD9x#RK0AvAyg()|AbqKYU0qKYU0qKYU0qKYU2
zXf7tUV(>XeWhzMPh8QF973`XK!0!|4UJO1hww~TuWQbfrVG{?P;UjT&0Q{dXAaYN&
zc)~WvSK1qC2Mx$L?0u`(^bZ&K!bzZ<<}E5lF}p_|0m#|`Wg*Vqz_vKfC=<U!%;eEE
zC^Y5Orhu)pKEiSV2izV;dmL6%ZQOQ(26zXPkJ7yxUc83kXV5gMp7ZyLH^@{H!2SUA
z?T%`OoACR_*Rm{@I&9liZfUWI&;zuVew=rpE?{XB+QT;ci*G!j$o}Z(tLGpA$7+Hp
zj2A}wRaQP`agD<#l1DweX1?*c{hmG_>K-1`ZLQ{-E7;>tI^x~eb;d^Qw%|d@=cYz0
z=8uTK4x{jczL}=aZ#acR%^{sjupEG@ar#gtB+nv};iHj+VDBKK83=QZnB;N%>YQjD
z!j=dRQhEyLbl(o@7k1Y-XarJQZ77lurH)2$8_;u;#axq3I*iP+%Fs>#GD5M2P<xfy
z*um@XK}R(9H!0+enKv9D9FlX4V0X`IyMG3qZv-}wM{qS5+1BgKE9HVZDkvMWISfhd
z#dQ86*EHGm$aE`6Mby#l&CcI1X<QAlpy}vp$AdNfAH#CJ)x;MQ>M{=~A}Y4iza@ZU
z_pyPGS_D7C9}E0N;;SQfWf8Xs+jB4=Kl`{D8278Qd?wXDw_?!juV9sm=1FAz+9Q8-
za>b9(SGedu5ffRkklNbIWrt{*M;JRtt8^|vC4lK&FZ?3W*<ES6;J#O}o91R=x>V0Q
zfa9+~duEY0XU?+d3GnY)7v3Yaxzw##Z4*a?LdUinIV0THsrYVHyVBs*JTGG<yb?@X
z&2p&WP@mybjjYv$<F6UXuIn;r6Ro|bpA)PK$83)(pS(cN3_5N(6_aD){Q}j7kEhRf
zXqI!o*_B9CpZHZ|X5a<%$65n&YmHk|zt+|rYGzlrW&Omvc5ZLG_jqmogl4?k;vT7W
ztZL%!WH7@SYiQ%i$L??$f}gv%o}Sg!-!F(S=hq^VX(MZ3Wlt%7X&WGuxqI{1@~$$%
z*Ie;r@OWQNw0W<i4}iZmRYqB#KX(9Rx2-XvzlC*Xw7g%m-nG0D0(j(*0r^4vtFh4Z
zNxmw0!NW?>X?8IguBT(naIY*zc*#5p<zVoFEwnfHdcCYMPdAYpMoffC25{^0vJdu%
z#e1KGrM2*PhcE0SHutc_FYhi?l9S3nDyqF(94H64C#3+{;&Fdu>Haf&jXl;2NNxzX
ziIPT;Dfv@|To&kgJ?rT`3*sM(bab|x#Ghrdvu6F|*2Cur1_x8Y;C3DBh19g|J44W9
z*CuGwRAJ{#+(^wQ-oP#IfnG%)i+n?M<`^vFl_Wb^RwiXX?3@|}x$Isz*7Z2`yX&iK
zGpAS|Et+XTnPvrYWOZItobknY<<uIF+0uAsL1%Sx(=?!zJKLxsy|6KkwHBP($BC~-
zmk5~6hi$0adVhJF?t#<4(z^?vhu;z=)8MdZQdA4OXq8#HJq~#ObPr;-vMwjn#2z2M
zifc!~mMEVNr{5iqxU8)s#`>Ots!nHw$qd0(NPNO@s=Wc})0%4dbHsifoflElCs~zP
zL?TsX$>EEzC!Uze6_KRrS9ZF;+AeJ5o*P0YbdoX|(>WMc>R5K>fu6mk-{|_SyWXyY
z71Bz<u6C+~`CFqmPCpv!HBB4g&y3>xbT*2Y5GR)>*<>rTZ{1M64m;P6d_a>;(>z5F
z{3G^_qQ!9lnSgT5vTzSxs@NDH0nKv%0Pv7nX@cAS5$NWMNd9SFXUJlH@~SUI`msMs
z39xGVb+(CeS5CT_0S>N909`@B3$xeI)`!{ebh}#^FLgO>ZEnDy$v|Vuoadol4?urP
z+Ji&Wj*(^J?MSVHU(G5*8#!Yp%z2Ul)N*jX{{TwMx=T6r+netb878u~WQHxSKq?pH
zLBVbS`L^Q+G!%E*FM+%_tI6bO^TsZ&m-h%*NJwS$IrZsPEi_9n3Vo&gL>k~g*#Scx
zp$^Ow^&c?BXWV$_!grdLwe^;a_7hr&(%EelR}R0#K5XQiRM+~Kh<sP6!QrU3!*i-j
zJk9pPsv(L-E&IkiDcYpAdS?_1Qs$ag(@($G^qV_xwg)P0;glIyapQyYcHMznUI+Mo
z-ZhYGzB!Th%>G@yzT%1i<(a#I+ZoTVw~*f3=(=Z$ZLFT`&8OM8j#*+PlAw~<Wdnnf
zGQF$nYvr}mVzsfgeaZJ@U%T^3$m6gBnnGuc{6mMp(CSa5=+;YXa3u1gm|#bN!!xNM
z0qI^}tHY(~!b=$Al550#HPDcGWbjVa1K-yozLN1@!>uyQL$eD8CKCC(kKU1oEK7A@
ze@gk1`IA}Hp61#nhBn*gvCArRg2ay0#*VkcHrj30ux{_Oe+h{PnQ(UlDN&Kh&&$vQ
zU1gVm{2i>xCjCM5_CQHEQ5Jgw&A_fhQ}Cs>k)&E`$*4yuxRk`myIXd9pa(0*U(&fL
zZbhKDvX<11-df^a!PFtoBe8F82Wkdt>b?-wH2qe4CbyC}6E2f5EQJWlw)Gew`&5@2
z?cSBCY4X}!d5>cRalQ^zwmxOg@d4B8Sg~swjJMF;T*%jxMHqrFIg4#jHlP_i0iK;I
zmHn)iS8`iS!QBrmry%5KIs9k?=?@e5ar{%^7^kpxkifrcwK@5mIQgUJ{N}!PmsY-$
zPKQb|x7lII5%$Y5VrzK#qg%J|)xL`y-d(wAHkBkc+~k6Oq~qGTn~5!6I8xdlETUpZ
zB$Dn<Nyk73Kmh16d7u(1(M1#t>iivNZK`V!=@-r*wYhZjZUzIwig{%%>_{WNYwW#4
z;~#+h51@;04kO%0XrkWA09P|@W4W1zc8r6T>PZ+FuYzl>vem9Hw5c?WLiPx4ZDTD8
zO9HcG_1M938|r8!tDcqO585B%Ca)xeOu1bm*@o4Q++~92I4;>Ip5O|`@b14g=7+3L
zuDO(|kKcg4VwWc+iw;RA<?ov1?&JQ=(6l@Gtz(*7wYgkMq?V0YReJho<s+qY*VY%>
zddRW^91kf>XM*UVi0jEf<35?7EQl{waX*mLeV`0&WjO~uKOe6()aZU8O(S1|eOAib
zP>u+G$+AQ&yLxW`gO&q0;<%;VoG)Iyb>h8y;irWx{AqWp>Uz!WP_=|{yixEZmR4*H
zsJQtRK`q8QP&R9PW={>>YPw|J6VlSzZf((v#hl3|0U^}!xC703MgEU{p-B<DE`h?c
zG+hRB^6u%o750{qq+fWBUohG)*mTuPb25#}ai5uq&&=mO!vJ=yUmN&Z4QEb&4ER03
zy19{j<~b|3cg!=%+uZ#HB2>B_KWnbo>AnKew2g74FlrNSk&uwyUhIe9<b=mg^?SuB
zu3UYN^F^1*vI?(mKJ-#_$;Js@IU=$(PlWf{707*aQjU8|5QbF*gRt~e&UiniV|cpn
zNR1$eOuKZqo*2><1)U>^6S(9z-Y16Qn9JI?j&F565xgU>+QB#hmeJxv8>Gem0M>5k
z$mC>!kEa!frTCKH!nzi#;qz>>-0BS(GXu<iQ)CZNdh_UO1N%PRuM%w~B$gI%kvp(V
z$T{FQBym(OtmKmQ7FA@D;jqd+cielDcBw3Ka0sAg*Mc-_PY~;-4My-<tZ}r#-2LWU
zU}TZ&p1rFBRgY$+Ew`SRVmB%$i=>{7$6D)dbi2(IJ>uFCYygGKgAG5JxZ0{lcq8UM
zwa7J!#cKC65*QtU0OU9ON4FoJwE#v}QMY3Gkqxm5SQGLS&}4MaYS{3<hi`matR|fU
zHdqq!Z7+Za8Ty_D7T3DImZXRfBQvW!tMa*Spprm5cJE%{@Pkv;{3Ne7m1}KxF1*OI
z-6Ma;tO}*xJYZ~dyO06kj8F}Wrs=w`hio9yf3y}YB5B+A?6{T;jQrqa@s=D8b6+>y
z#IRh;3LVQEvV-aY#d;sa?OMY3#+R46RI)nxzGJI4V-gP0frEk2=bYxe*?<Rwo&^Ae
zqKYUOQAHF0QAIr?d04DtBm&=pf=}cH0CfHlu+ep0U2OH+hlV%hNFXaP<c4F@Bfslj
zr7wgu>n%}k?4pU{v`@Kk#wN)7q#WV1?_LhcBzswbQh6ER<ETGRLtfQu;eUzRzK8w1
z)=h0?3I>+$Wk6YTkChK3f#?A=37ZY3T1*qo)2@Gi^ZxCW=jbxr{{VDVonKAW^h-!@
z?$Rqr;`1Ij8|HM3^S(w?jpTm_uFJxb=-NH>_tz80G|0T}eg6O|0D5-Zc);eiJYxoz
z;)|$ff^D!}Mhwcwqo3=FL|plLT@E|zM%Of3=9b}Ea|<VxCVP}1;|uNi)*YUpEN8m8
zzlE+ZBtj!+W4bvB<=Z(V<JZ={hS0S?2Wav(k)|*9&dz^z2$3TPznNV4(L5)vc#aKH
zS8F)Lq2??@DGGf*T4h}F%`;BD*Y9I(a%+XQz+n4Jk{N)+VB@bmfJYVXS{H`&PY*`-
zS0BbUEO`DA-TwgEHR;|f)3k$g0kUtjMQYw;cN<3k04%7&{JdkS#dv<V{im*91&-mY
z)0Z#hmQ+>g^7@(ud!DNnt)tyWpT3PYeO0#lV!MwFYt}l&mCSDIy&G?r{7$1jy@o$p
z`6ETqb=%!WV{fbe;U8g@2svTfZ$+-}SJ2_`#8T>a8ub4F+7d4fG@D~C7Xt{OZvOxZ
zLTL8ALtfG>Eu6-iHYwX2KQ>rrfsXzE06OvgOUB+LmI0{vX7#lAXS9$8`FzP_X+Gx0
z2Lt8n)MmIy_0JS)G22O{S_QeC&R!F`CsFdVI{yF%J<W64-m!gaeI2BRC6>`zCwNPF
zOC+6gFn4Sj<DPz$#*yp(9r0iG4c(@@sd(d1H@w90c{|~5<}$3`cm1pn_Gx@o;~iVa
z@!aZmj<+dd>u8K3J7i}gXhhGc#!p)D?H9w=y1t!tsNPJ^EtJS*EKb&eS2$96`GDY_
zoL5bvd_cF+{6DFEni$}o^6g$Ym!L?HDk${F9Qx1}A=Gq>HImxPTz6~Mjho76^BoE5
ziWk@TM{0`GNz(M_TIH;yjzvK%o?~aqMfsOM?Y1+H+*O|n+3IJ^@fGvPA-K$n7-hPj
zy3Nm^A6molMy;q{#TJOl(_YOWmUTt>i(}<oqbJ|;pk<`-b)#Iwq9;U@c{%5Ls}c;W
z+bz@cu9r%hSl~C7bLHffqD~dIs<t!#00HY<Quua%4I52Y#ET*w>Q*KBiYV#kdIOAL
zcKoYz!mq7smshjeTv|hKZRVJT+=~Q7r34I<&&WAZ>xuwxiuD67uVEdOZE<sLY}t^X
zmvNDcOVh6%dsW>Q+W1W_rExEtoyeSQWZEiQI~zz#+)XTBXfUn1vwgs$3|U9<9R1Pg
z1$R0|ku8>=zgbpWHqY-FR}8MhF3sJtC=rpNcvkqzPR?atHRWUGET7!~^v~0pp#)Ru
z(%eHm&)OqLXxVoB-e2A--1YbNuIf4OtZsa(8_$z&=+#&sm*{c9<X4G!;`J}JSB}&*
zsDKl5weuc(asBhtAN_m)j1LgJDXPjY9Na-D4xU(8&N1@ygPe5d-nM)J;e+E{VA<VW
zc}r;!XplA;&hM5q{dwzNf9EnY7;=GzF`jXpftsEbY40G8%Q48tHB*zF{0xk8K5j-R
zDD`g|Xf`nGf7#iR(oZL=e4<USjz><M*CBnSy4>2T&Guz5{H$AoPs{QyayNR{r_bPD
z8A*P0iB?OIWn&!Z7#3+=j#%z*oql%5(-q}fkBIeYCyG1xQYr0a9JF{NXvWf~oci-X
zk<y(zRM52Mwh|c8Wmk+yH(`zmQU^si`K!}Y!X6aV?&Q_2ZI)?awP~(m<H;nA%*;vP
z_ZY7t*R`Abxuc%;=&jxSaZKeKHl<31R%ptduYdz%inG2eT`ov3wO6pZxQEJ?I6;+V
zPvPFZzFy;uPzMEbVAjyA%`AC*e(W}6P{Si|!0pz$uLk%o^TkrT$B!yK!yJ}oP#EA2
zZ~^OAbPobas_92mX+s$wWC%00k8;PZ0qO<~cODSE(|#XobLuln_klr%SnYy?gN%ew
zMo;&Tr2}mHD?qdG_k}b_EcE+tvDt+~F73?u1Cr$A<o^I(E6093c(=i0LAH}ln%?tJ
zo^7e*lxbmA<gxm6!S7yQ;xCD}y40_8rwfY%C&?Q=M2J7w&&iy3ADwuPv7t+5Qt2Gd
zZXYP5?{>&6%t-4>#3<{jLgwZ5Lv^TKG2EL%1IQWe^}wt0_&daQ_J3}k!cd3!M=k;A
z#YRpmH7qXUjvqC4CCsX!ThtOcUbXdv_cF(1k;ID*_ATaT=Q!gYp?w81+p+Rj*#r@*
zU4o`v$`_$h0NPKsdXG<fspYDIT%La610k{QagWNrnAZF^r1*v>n(o(S_RYR(58?F#
zqY+;}_=7{a&~JXtG@fcO`6L4YfW}5S#yuzm%o<#rW3Z`_A_&hhY!y2;{{VbrgPz>;
zPP4SQzqyXm)eMr#!Bi;8=jlMr4I@sQR*|gj?qh~W00fn`tAWp7Zne_*!@?F?9;a!h
z=r?VuHNy2(<9Guhap+A!{h4Xu`23A}6ugq*hRC5mI^(WfV;RWcSEXs*8`q2wU+NNC
z>9*_-kqkfU8-Gmh>%{`O;_=yP7IR+MJ+Ns)d2#|l^3LUaf(|qC<FBoE<G@i54{3KP
za<6lI{$o67Bt%ouS(vUEe-i%yI_T&4OLSdsF4@d8{{R+#ZSDMDG30xbUX7r9G_tU?
zI((OpaU7dVsc(~xg#Q4$?TQ51#@Tqv<HPK_7ME!ZOLYg?T`lBS--0(ul1i)e<A5uF
z{uRV}{ke|v!7XBuyw<yU+DY@@X6)b`cR2PH(P>`~v=0W$_N$wS?qU)*l=mvRLgzm&
zbLsfhTHlYnE))AY;^)YW_8m(5_W;r-(CR!rWufVMY&ve4wi|12xUJROp^*BMR5ec!
z*~NeTgKc#ZU1NR0&-$1UW!;ZK#{hbo@t+iU(!)zY+Ev?K-7?}a#t?eHp&f;I^xE~o
zvU@9K@_y0tT}zVEPTlu0=)dfb$23@KC$~rAKL>b^#2S{h;#VJFv4~sPKv(D6&+ipa
zS111fvZ{U(@oVaOta@IaC62*eSzyLnckwX`#t)}z@L3?55=5v}jk(Wl!z1$*v7_GV
zdKB^Nnro;rHq)L*Kf=qwAp27tkI^k6>dGk+NZv>OCjRm_f0S2We|cqlAD4TmM{yIb
z){g@leboN|TKM}!@ujDWViG;<I$olK9$EQI`za^p`d4{pu3BhTrt0$kJBA;4{{XY-
zNA;y+Hi-Oj@IS%Y#_Nv?$^D;r%e{nnYhmB!U*I_C6Y{T`6T!=)+}vDvu1_Y$(TWc!
z{P!*g3l4jKdAok2===Wwj-D2R%vkB^vMDkdl}TZqy#;*z@dL#+I`Z2?rc36+tj>2w
zwUqDx=kcJmbI%^x{MASSkV<hLIW3cbFgy0gt#_U%@cpNTd^M)oT|~>P-N<ewC!)p|
z0Y0Fg=UTrD;@NX9r*ROKEtm*$GDL)O6ndPB<~&j2IXq$FAGPX|HKYhUrQD^=Xr!K0
zbz)CA{*=n<b5{2fT0tp|*&cQB@H!MZ4WC~@_|}$(;roqU{MXD@aq}$L$Qb?~O~<x=
zwKTAJN;Mu`-Q35%BUK-%uTao68-02w@TQAkKFf0n6Bt7PNaSxMa9E7~6azNAJ>Z`S
zL2m@>a+h;E5r$2~d$H_2g;KXoQ^4@*o-5MsW3ZemDufIYP2BAf=l=lJ*08kS08a*@
z&`GE~sT*+=M4>DG+0O&90Dd*m+<0R4_F!g`Tv{&GwPF5_-kBZ8<3T5^{3`gHbK;Yz
zL#@JLxC*jFU5OHh8%_xWzBu=<d$-hMk4m<(ljnakYPYK#lm30H<$ncV-P_Ft%=Z3N
zu-q&%#5RSG%tynYY_1gh*RE?GEsIFFwvOxWZQQ@_pO+kW{*;Jl^%QR}RCxA$i5~9%
z0CaXAO7ee*SN{NQ*0h}-NBcY7GwzZzwUeY^`;tKzt$VK(+KZbz6LbEPs9{l6cKoE|
z=RG(T^XJ5`6UjG<?q%~lxa?<!+_>%K$OMER#PdKTd+xFDpG(zzH3)C{2*SQ!+82jz
zco^xL`JV5<R+jgcnp5gf+Qp~HR!l2LGq-b-#^LQ>Z)!HS_c~pLm6hL=={iZdvh2z-
z+j!@d!1@aDpNL)@ku?ijnRe{Ik+(Es?mF-R7~xoZb)XYGP|Kp}`oW7(dG!db*<W-C
z_gDCS?>RNZ_{(04#FAWJSg?*CF_~m|&hS(YH!t1KPkQ<r{t<5u%YLtM18K+0*(Ad|
zcn6>jhCbwXuREK=T2_|V*AmEXZY2HWK2tKhX)bmaRXa~ka-1G1mYL0JTJ^oxg{`!W
zR_bd@xzlVZ8Qubj`nf0mS~niG=68@>>8+=njn+!8LX1g<a^<n;GmO`!j}>@ZM=fXK
zO$~Lsg(0GzR1nJ;BjrY6!BPA*XG*Y^^6D=VYC2WKs7IYAm-EK4eR_ZOg#$c>_3yk(
zs@zEtV%)TGNZ&Rx2Gt+lJ#anhdm9}_#SP51Qp&0}n1Emef$#*XIR}%sIPHq*wcS-$
zU7u9b0$AHd%`8glrHk#tunU2n>NCYsv+=Ff{=WtOr5YrYksZXa<qW&91IRK%GWE|C
z4C*Gb)8+8;TuW~9UQY~uY-fYUbAa5AcwASW-07NS)y$AtOf4l=R9I%+^A<eik4$=V
zT_=p^Q>kfoQA;V3IHTPr>|`@_KKy4rs@|caz?#->VK<i7DytL3-!x7?-Q<b{RMz|%
z7M<YzF8UQSYLd+_p0I9^c|-!Gzq(f#=rg;$N8w)$c#>U44LzbTTS+8uHW({3dxlgp
z{NFIIN6~yg;zXU>N|scO;qv8*=0M6v@a^BoKHyZ=+AoUX`+e2jtWpRfK3o>kGO%o5
z{LBFN;()p88rQ?$32R?u+^cSuE%GdKXWRqTo9k8e?+fS}o}UhjC6bogwi$U=<C1yg
z{xu)MZBX4u29u~-n|bD09uVxi^B66FTdzaMdiI;ew$-#`x%)b$+JDPljsEW3bvYd~
z&{8wKkAZwe;1}@BGS96$TN!0&?bQbO&pBMb)318evC=h*?Iy!Rl*%;dCN~>f<WTIt
z>lF1qooniCe?Zc_L#Lf9T4j;~+m)mFN;v8BbIovZ=|e_#(&T@d5A|%_&~!PX<=pf5
z{4+H3T#ZUbOLYC!tVqR9(f6I1dCT=R*V+6yTkBhO{?H-?Z<Z*B{)9=bi*ai#zu$lF
zH8TGITDh^=99wt4-RP_SezXebO``l6@XnJA-XgeI=8_%KOl~FtcH?&lNc89{#(pYA
zWv1!Tj|<7ND~pyAh?ff9Xe<E6YR<PWiDfZ_x0-k^GP1huK3ez6=Nx@;Sc65?^lK>e
z8~dG>^D?wI8+SB$KP+sm$IbjEfJJRrM2|$!G`s6~iMUucv~d+((gHU=aM>cNuZeY?
zHErhc3mE*y+q5w|eqJ}HZ2FIS^<6JSI<=0SY;Lys3qI|`<(CCiZuA`W6~}7+9nv(l
z8h)V(x`TT<Jgxq%{{Xx4{N*W*<|U2xt9LDwSAaY+G4s5VJhqSccD5S>+O>7R3;0&)
zS*#TV((O~{NJIRqwQzIzx2;i|Q`4Z*fitCwFUuSdea1h<^L)RpdDK@{_Zq;}8Kikc
zpLdOm*#UJp=7F6~i{V)OH?F~RuOey@+qU(FCsUPNpO`mJ+*a17@gH2*wILmy)yA6?
zZIJ{yLKS%VvF%l^E+!Cp{$H2(zIWQ+F5mBU%APo`H%_`=5bC2yzipQCtcs4Oq`Oa+
z%zKUCaqmDK<<xdEO(f999^&9Ld6FJvRr}lh$6V%{;LTDitE;;itYf*_*iSKcMv3=H
z$3jhVHkwwoJYvde*^)RNHs=9%4ZB%;?aph{bbCuZA5RckeaP46m;2c7Ko5=!eGxb5
z*DYw<w<w8lW8MAS_V%uKP1W!AUu&0I*t?23N<kEXQKj9~hd*?w`=g=ut~10QBDvN@
z)OuWUeU%gmT~zH@)Zi12fr;ez;8OT{{`16o&YPpn6e(jE3oJ246&f`=nV1f&are6B
zfU)R$_l$I{GR)h}E8g9-Knr{iE;2@N!?!1pd9Gu?y0*CY#@SJ02_Z7bMjT`K0{Z9L
zi4(&5e~2N2QJecpOS^#AY=bHwZ@UsMIdFEL!xhbI@oLuk;MAbEYZzX9TNXQV0Xs``
z!6UAFaX?u5FG`l$TbI6)^U0Yo%kt$50x}#NV~poDd&GA(qDQ{_d^<M{u*36j`T^6L
z@+&QR4NC6r?&@`p-rC%}tGQVVk%bxVb6L7{xAEz=*N07u%(%H!i5XbPiT?mS4({EQ
z(iM)>PpwK)DQ9UQgBx~*46J)_KT}!0BGs?-n^yZOG|otGE<z*+_)Y@np{<V+YR{v|
zVwZ~)7QcC;4Y`?z-p50`KDA#@Z4zw7r%J`=!Imi;NFv?TqhK6koDulb1Cr3Lyj|nF
z^P=8vx3M9z+e!$A-;@S8=aJVxO6qRB5dI!Ow>M|Vi81CT*$Vu>!;Y1kaQdH#d|z+j
ze+$UbK@i88)ni2;GZpXalh(Tr4)~A3HaCr-3)wGk(cL%7rDJwej4%5{^x%p>&n461
z)P|z1d3p8?J>_R<*+$}lcp-4xo3f8u?QZ@nXnI$Mu6!Ht?@OB988-c}fMt{W&cl<>
z>0a`5(=2KBXW0J$D=c#&oM+g9{Ocy?L((Mk&FnVz&UWr-M#kOhdmeek7ZuN#^p66|
z6|8!$sc9|p$f3o&Br9#|Nn%D%u&pa!5#4IK9p8pDzYaXmUEQq8BZqNFz`?_Tka7X%
zfzLJc&xy{H;Xer7-dcs8=2(PrmceFY_dp#LbK1UM{{V%j<C(0r5hTPxEwfrmkp+ok
z^H0j^0LX3#<FzrTbI&z>2UyUgi8X6SwKoaoMY{wt`l$qi`PM-ti6@e4Uh2~34Km%Q
zxI0|$OLpDBZ{q;*$j2krvHj>QD^dYHtTJ6j#4Z3%;F58l!l^*9JgS!s<;KUC#z-GZ
z=u#_KG}y1?nXawF`ELkapS|0;LlendarjUJd^vYvZFN1~r8B8i%79K;zN5WZzVS;+
zTv@;nHtaj{-!*gEh3DI@p5R1~so`Tmg;gB@s#F1Eb=BmGnR%S>2PD;%(yy4h`F}bb
z70)@SwD^qo_VB4HUQ|$5s3eY+-fKFImV<TnODR6rBuq;lm|?-(M^iwIYySWVYL*5$
ztpiGSnE+lK1sU82e0x=f)vOyvI&QHPv)o4DgCNAH$L|GW&eQ07iemWNQ3g4g5$B8*
z4o5qC4E5vEx!q4vyw&cS_UM)%1t09MVL%(2R;O?^OH_GS#}}CpR#CuYE6(4&iqnU}
zNpb$06M-DLKWEMg=bfaFPw=dr8&}gTo9#Ezyz_=G7zGFB`AX+J@N-&TAlL3Bv$p#H
z@@=jZkl>JaBVm{D;QllKL1Uy?U7LCDUOy`i@fTf(Bd4Zor_elkrT9}?hVsNqBt^3*
z2P#zY(>=P^k4Yqwv3VG?9^~e_(c$*dtYX#mz@kaOYfCagl3et86dbI7UR$RfXal%{
z=J&+9Z;Jdu;$Jii(Qj~ypfiYt!tU6o1Rzod@5h?xejHi&BI{S(b1jvGR<VghS4wUt
zobD=CH&d`M#y}l%Ij$Q*)b$6w)U_Wk<hh13GN#q}P;F#YZaVOz>0X843G{snQ@!y5
z>7+fj2HTVhB8}7#LJ@=W?hQbhN5r>2BG;w3p7M9l>@CS<MxB+KFnDH*qh)c%P7l_*
zgx4PLLl6U)?i46*m87`tS*0NDTyPa|1!ZfVFR<~ZvmE~bW=FS^<nr7pfNkWEoil;Z
zVx8gbKJrf!!+Wttn_}vgs3OE$m3J~eI+Y|5nnao!SA+EFtS-N{Y)zfQ&E={y5(12U
z@JnQ$>+M|6iT)L7qRdI7$q2c+-72eO1XadWLZ038#e1E}ic4v}(wpI#j_Dhw<I4=5
z;GFwpSBYvqB+xt?a$>Z*OWWC*a>0I8Ty4WPF^uv~dSp-uv&VIf5)CHq-T?DkS;{ce
z$c=_>qdRfOu;f>~cpKs5np(%Hsf$yZ+jFy9lJSLanM+HIcj!Cy#b)a|{{V`wq)4?`
zZJrn!HjX%6FDI7Z@P1-(jF3Gmq|-cY9*w@*8~Jq0Ig5?27}%1y&&bJ<_pot+#wm@q
zfB)0`{{W(jC;+00C;+00C;+00C<9+djy9TEW(ra$*|O?cH+I|wc5|)GmWn06x^l3@
zvRg+E7BM570HtsU0OhMYMetR|uNL*WNF5QLMUZj<#?TkkjGX-|3sM@5s<n;X(@Etp
zi^^ssZBM#alk)yl2&Z9fb9p&fB-<tl1hxw|Pyx?UMS4A_i9Btu>20OlT{XU+XC57n
z;8io03JJkJr?0(vlUy{CERI5K`=JyrG05NmKBV*Yt$4geacme_#T+}(D+SKddz^IU
zfIVaW6TNc#Opi;_uN~18MrVpbC)$Gp<$lMeJuzHu--Weik@Y2%v{7Nnykoy`ZgOxi
zJN2$f^*i_?`y*Tij3)~oFf-e7fzz)9j@9YDAk{5(O%G0s!`Awh#6mpYViV+K0HqbW
z@q)#@PCe)Y&b0{jSGX5`f7)I7{n;&zr)u%sV0u;Pbq^Hj^CVHe$GA|#D5s1S1319r
zwRJWcCYK~lw&>a1TSexg4a}{dn*+NxJ5?)-i09I;8rpCOKP$+L3S;jKws~)1#Q=H4
zqG+XblogR!?gxSx9)DW)d3+b6Sm;n{TE?t4-CM^z0@mF|F^)I#+2oeM>s}{bm7`n9
zH-}c{;#qvFb~3hG<=D9k8sz+-k(vRW{*$f2rTAt&8%EivEy0rH3%n8)e)rwzN#`c1
z_@~E`-S~FeNN*>Ey0XF`3Q)K42i?d~&;iJ=A-B}8B$?o`w*Xy8qsu|pji{eP+;^`_
zo8gwDdt&$ZQ-r+S8Iy1@qMyC@eqcV73dq0U{R>3#>O#7`^T%?^7Hfc?>NXG;U|urc
zPkPqzx5BRr=&1&m;cLTxKK}qR;_Bi0N5&E~Kmg~GPEALsTIik_Ww_I|i+DaoMYgp@
zB|TY~9LVJNf1=ionWtM{OR`TA#SQ(#ZXRMIN&f%=UD?PTsR*}eV|Qy|H}G7#q%p$T
z4JO{WAFn=@%V|C_hvAoqZY9!UlK%i%o&joOI}+U%Lz0*Sacp!s<2~!v?7kRAT1(f|
z<i5T#ZCRfxioe}eQ^hUc!z~_YZU>0wf<Lqz7mhVn3cq&@d7xKEjYZ(?AIBPP-Oq&6
zQ%m=_B-`9P3vMT4x<C{i!BtK-9&75~gr5y`{{Rg58Wz;;;eAT!o>{@eC{^HOH%^%Z
z<F6ItdJJ9+@HE~<zO}v^nP29SM&lv*NXX+HdRMhvYSvnR*`>C1mrnA=>y5)<az`AK
z&rS^jZJtT-jtxE?U;7|w@QX`}P{qd{Q)jQs^zU6?!>d0FT6k8<=R!+%d!hp|LAkd4
zt-HQ`>!8xSFMZ;TYTI1C+X`-$85TkEv`S9GGuV&Ly-&lw644gfG}~Jk;cGT3T}IsV
zk;lG4piSvx#k6k(-Dy|1a?Pi~Wp8^c&SZ!wW*u-_uf8i9{(B1ndo&uCmmGY%pW*d9
z@qzl+(!M3|q?bB;!sg@b=<&R2tBei620p_86Zu!=e~fhtsWrRXCDgyPEuxg7N|^~D
z2ZN6I^*)piI-Ng>z9nDW-^m_<Ji^UR1KeTWTy<ikVL|LVk5OFwK0fgjA2d=%vTZ0N
z35N=LfOExhRUr~ap!5>1exrBzie{EA>RO%dt#ofM<ub~^44*;JQ|>g&s~D{AuVX6(
z;`x!_fLQ}zk?GTeinfDCwSw05LA;QMS?%Nus;pFnJJ%ilU;*vVrDxpg7gv$R6~mWU
z6;d!sI~7JSzJT>U^bD$7c>_36z|S}t&2DSD%4(8F9kgaEcvV$F`^-SWW9Uzyt?vw4
zTwUHg`c91v^bnHG_QE`+V!Q@oS1J!XbCceq@fNk>4-spNVX59i0FfhAwjph!#~D>l
zK3~MpA`cCCb?+jZU%h{`>DqtJ&yX3}c?g59bKm;cJ9&KCh1A!#WVDaUjxaj_eSr4n
zy3ZG1+gdVsUqp8M4WI%;{{TH@;FibN^{x<tq=VbjngI1rg;qLo*W|y}qGKJDK57;p
zC@=D>5PJ3bdsonjr~d%N-7d91zRR}HZ}Gb@P)RuBs2;fVuaR`kdj9}Tie<L>o@Rg-
zIXGBba;7~A1Mn5!>;C{0H5<wNy)6ita-!jwvu->S7zYENx=wzS38Ss}<Ko-+wSnPC
zZWy(cdnaIUS9Ta6Ao0P=dgNDt-CajBtJ}sc^B7lD;4$ughtjlebZ-#PGF<8w_XY0T
zCRvrqB%VtXllYpyKZG^SG<nz7@{2~=uOwrx<MNC)(s{w@K-Pti1ZtK#UbFV=^;|FA
zXHZdceq*<$eJi^0?Y*|SI9)a<?=M<5n9PR-QZvd7edF^1UR7_R$$vc2Y0|8zZkwJ*
z{o3`$0VMt%E7D`tUqgdQxj_ZGS*MciyDcgbrPu&DKTk>o&I3=;bxAFr;UHfwOMzv%
z$15r1;9!%rbGsb@&3YE2;EQJP{I?&xpIMcnSj!dz2%tZ)EIXQm#5%0Hj1qXZ7h4;4
zcaKkm9^(Q@cK-l<&PI60dhWFA?IP0DSl((#nw_*zNh8R2pEM|D1Fx_>xS$(8f7R|S
zr28eUvTYWSEOH!UbeSd3(<c>k!=4>q5Xmee_8Unf!Bv+zl#p<dfC*^{7z@YNx3!qz
z@y52F@QG=&J^bqLaT<l%%$Y4B^ZY~RY~vhN{{RN)w;Em3YWke3rzNNFQg;mHT><%a
zsU3ZLP%|%G@I3l$f?im=T^Iv>wNBM&8F9f(llb#h;m~YHhwSwmIi;Ibx|EcS0ND~o
z*k*pbXTQ?BRPZH*t%vsBp?@x?1FsQBn2gTNkfgECQ@EPQ()={@YW8t!Gur94(y52b
z-IrA5ijd#LJCoedE1c(xp=G#%g_IVGAyUQw!+CGwZP*$170JOVhG^zqv9Mv0o`*d<
z*VLNt?DeVHcx>ypcXP)Ze)1Uq0M{x;MpU`rf<`zUE9b38!g~IlIzugt=gth#4=uMc
z4v(~CfPLs1XtS+q`k#m`bo+L;VHKg0IM@P9yv^nu;9wF6z#XXZYltVa(bpi@Td12S
zcI%0Mc`N6>Ndxe$O*_xhG!03nh}+&nBBtpVF0Ft9j^hC1pIYMWZErO@u?!K(aWtnV
zU@pg=Ti@K1^)vy!;mtK<)Z??&zR_g`)Igb5GEbEM0L6kn;}7ELitXT6_<Iy_S?s^m
zwH6{5gziR6fT~F6t}?!-8Sh$?c=GeY8o0f^(__~!;<j6RTf6Y!A}elCVjDvh;C1K)
zd3Lwrom<2@$<}V!AegpMEs#YVdF$n(@V>e0p7aRrb#EQ`n!-8sKefm;8PAn)u&_v>
zY~aQfepYPo%uffWdfWJMf8%cttoo#qOJ}F<5t*cqdpics$eD;4&%ZsZh49XRruI9F
z*bAb{xK))2RL)BfJv$#>)zkR%Rq;QGwIzd2u$J3N(~jF)Y=?{-V|g5_G4<yZ2a#`I
z@x8vZy2O4Zg6*%y;cpVR$n5-Xm6U=)uSFbsR|#RF-Q4K|>^gj}ekSL7VO0poU|)|x
z&(^!G4@kY%bm*nkCwP+I??G<iT1@ftY#%Sux7ydmxA4yvg%o0RxLDeA@~@T`p<~Y<
z#ApMO@b87%!r?Bp6cgUcT)Hc6Fs3@>o*bU}I3D$_rrARYl5LG7d;b8@$NcifcWga3
zd(~}X%1?)LB>IzFY8Q70YRk858*z;1_@9zgXX{>M+WV%fE&aS(VU(ZTyE6<G3dEfK
z<{eMH0lDqE?w56Y6`a@P*rl7P+8Dm&Dh^+gc^KXJS23qwXxB4d>5zw#;_Y@!@gR+M
zZuySp<cP)wcs+4k&HlNlYLi*Empt=LI;xvKSPhC*ag1aE&p%r9--bU9B+|9D@gI(2
z*<)&_5k(@IM6M3gfslLg{HP6&Iq@fi@2#aXUd<9IRE`H}QBlv{EOUUPXyJPDDxZe!
z-|Z4a(@vrQ>m|$*ZH6S;da)QMuNdfSpz)=WYTDuc!;X0EP00{VBAE9k&_govcLECJ
zdR8@-fv1GKhf&nGn2zxfauvxRe*+}_XdgqC)O6Av?<^*3>uDq^CBtsqdBcOwPI~vO
z``ZicI#C9pZzZ&aLxhz|HrC`E9B^yZ4yECb4%$3P8_GlAz`K`o?G3wgWR1BT^{xZN
z{vo~bKCdRNe<MolsES`13V;AOpbmbDDeW7k(&|@m+%hqd>OH6!%F)wwjZ;{Z!KK>E
zbnD9q)VAFEo`dnPPxyE6%l;BuW8zJ1<c~&zLZu)Xnr2_&Udp-PvHt+;*PwWx#QOgL
zhI~8yk>PDB(?QeG(LCtn^Cm3Ze({)NclVA>0=e_e*N1hxE10bA?H(zn`-<2Z<36~p
z0pZ^iY4G{&YUvb!h6R`A1E?T2af<Z!@c#gb_5DuQT+}rIFj%7!%vpD+3(nu}WO@K=
z(X{O@8^~j@if`OTxK--KkMXpP_p?B*eB<H0J6qH>#nki&Rhr6WnOaUGQipPaI-KL6
z=lR#uz9;eTiFGZI-p3`JTSDyGRwLPur_6KLn(4G}4Cz`dL|fX$7EboqF}b~dwXJsX
z-v0ojNQ&_P0Cj-;DH7e!n{6~py)yRqQnT4V+hbtAcPjb$aIM2<_>F1mGTvHfaz!@N
zJorZPh)CIf?iGK8<L?1ptEl*X*Ha!<vMsmp{HOJ-ID7(;O!ph3dxRMCS$Uu?a-J8L
z%e9^x8%eaeEeG#n+!`kY{q-36hARg9S@3wjTMOt>GTY^18)M+^IUntQRp?XN$)s$$
zmDl~Be`8-h{6oBs>t8Dd0wN57kG{l~<bD*!wL28?uB)#2nJsiUWR}4`W{MrE?us$|
zSO5Y?73%jFu?-&h$!#P%A$_~C!{FofuaoTc1-1YfuvHmWNSMbaTaZfw&N_7IUZ<w`
zs?$=nw$ocuYZ+vJD3c!ISKOV$=INRS(Sc)gadR4J_7>ODJ0L<W_98XU@e+0({r6V)
z+U(=;EvA?87Tuz=feVPtrdbi#@Eylvjz>&ZkNhPgLc52<9vxUGfjN_V1&?>$VmBVA
z>)N<jZEf`pPX6n~x8GuEmw3ThT$VXrgzx~M52iHV9qABTZDocZ2-`|*AS)0<JnX+Q
zO`~%l=sD|?UTvc3z6|jd&arV}r94Tzh|I0IiUISo=cZ12cC1JcYc?7ehwf)foi|IK
zPcmF>^E3BVSHB(o>(#Vf7ASS35dP-FZ^}FW0FOSDiP-XsNc7(h!GEUAlDro%%?SSP
z=?Ba6XPjrPd2XMiG`9sW0gYo(D-37k^dNExI0HEAUbEvn2t2#%RA#uI&QM~AHq=ay
z^@r*CR(FJST~kQWrqmkDG?%fvDJ!{>G*Usv4=mWnr&?tgvTL)WG%63+tW(KIv-_Y&
z_n)abHPiSX#TI%^obvfgcdJ|y&oBX-YVf0Teb4~yTy~Rfd8%0IP?)hL<f(*Q2hMVS
zQ`_I`U6zIL{yRNRX)fk5AwY_o{$R{O`^)J-6=c$UbK(ZNxsGU_-%uN!oNeB}-A&4H
zKf7LMu4vbuAHVwr=-jGzs121M_2hT#Yw1lMbhq&pmxk@6X(!ZVNOnl!gn3i*y7BVh
z6J55q@CHqGCywV`fgWaQBa>mkal(v~f(ZA`AzsJMJ`gtLu5}q?SB_Ts+E)JnREv|2
zdB;C7>5BF1UmR#YY?@@U#Fil)-aPKuxckG`)MB~U_&0yyq>?R8@+*r|Azw8kU;`1f
zg2a^{LtMVG@NZvR7&RXctLiUuNjC8)+`Eqi0mjlh{uBm`#n${ni)@xL+`KZmJ8n>C
zF=vC7Ir+NabgwXxi%8Dz<}(sYbCPq^=bme^)P5a!+eu)$o{>GSPBSP9GJVO#WiN%b
z=G<1)kf#hop#whP(<vPNdbh&3wEMph>GtsHvfgU3+^opK$Cu?V-VCR>u5(H7efFx;
zT19VgE|E7b<p`PXGIB`w6(yE~<6jTY9<!yxJQG6YM6hzodUo}o8TJ*A#2GAnZQ={d
z^Raa8C6*{9OnH7=g2?UAoN~R$6`k>4M({41rZ<iCIIZTp)u9m>tywZ!M8K3NCvnK<
zrarauPMNOwrcGu*E+n4n^z5B(31J|}W>*I!2F4CC#eD<e?+1KA_?xdjm4Bz&>H2i*
z6qi!QicBhu#TFy?(6XF$<N=dNi&*)3>gwlHlsl_R>YxLX!~w<!u%(vX{@@F*Fx;^i
zC0M%-+fRSXBNh5Bb^9)OUOPz=IcM_D3EhnD$2lvUeS25QdiR1gkB43>cy$<8>`c-;
zG8W#Ff%2+k?Hl>;ie)J#a2jr>;=c{s-0Al1_Enl4>?Ht|SL~qYYd1_|HH&L$tJ`XE
zNiD3VaChyH6(>E|w`1>KxjXsRmj3`E#~$YSzE*F=o9`9=8hz%H_k}eZx%{~<+wA3=
z_|tCC3uNOzrYH-Tvg$f5&X*O&q|XJsukwTr!2kn6{Jvygyu6Oxc&&{V&qC8JA6v4p
z8o$}vHi~WRT4g65QbvB`ukmry?)q0#@ZZ9I4An0{@g}Dg#-C{4HMw<jE1m(}*n!s_
zh_AA=AA`OUu()fqwE_`?Zi^#qMd}D%{9sZg%E#uGt8sZQuNJ2IdfD7fa7-3pVNrIE
zUvdvU>)b4_BbFO4we|A;X8ta`oL9DdNB9CJxR=C!3Dn<9y@gz~6DXA(SmfZJx^f3x
z*U!41oqwRir(0bQKK46*-!hH=06Au6<B9_JJA0eBq}eaug+5jO@b^Dj^A8s+R*+m@
z#CN2T=LBV!=Iir!^sa|bwAC-i?%|k!yZ#kbbQ_zygQeak)}4aK=6`seC<DuUFX7pw
z)_26;YO%J<Z)IhTnU@$LhXsF&t}%+X?sR>2`tYH(w2@pHl}O&rjH>?tcbxD&E9~!w
zegN?OlFL4;aUa?Art;;K0EqJBla9YA$N-#^oKk#B@o$E-T_;qM$4Io20)`1w%R{|L
z;|uN&KhlebHmAW8o4*n2Z6&Z-E?A^+#{_!`+At5G#~CE@Yv~KEHM}|D<kt1em}S*0
z?ZW{f4uVA=bpr99ab97ec$y6(PPo)8tfSJSmRzHfWZj<F>+}QpS7+g`1WDpWw7u4@
zt}b->AMHjdHneZa#?Ci^+niGyBJf<^Hu#08$$rxPq1HArTLFX!pNQ&l&(ggoPw=OX
zJU(Q<)bz)Y-M^V4!zSam8&WW&;Z=IKsjlwNP}4j%1L$@T*~S%P%wwITjEwd7{43CO
zKNV@Z&i??k-Nu_Ux;YT`>G}H_L^gbP;;k#<X1jMM*=!{ze%Kc%7AX6-&VKVAGwJVM
zJ$2x(6GeD`w_ujppO=zFFZq$j>tCdPZj*DqKb7`pYh$Z&207jORVd=Ix!>j@-J&Q~
zWnAOyMaHClZ^z)>Ugaf{%Vo!w18rP}Dtq9M>s6u9ZY;Glw%6@$V1#oajW;$io(RbL
z*W8{Z@Me)LsjPT;{{XY~1Z~RdzbuS8Z%pkV<b&;BF8KcdQ`EHmb?jaihD)YNWP%oN
zAig$(4tW_ph^AV1F|}JS4m$q;V(A9$WRco-c8sd>K2>EnJ4f)E<!=7~wAhW7?*Nax
zWN!Ly{zAPcLv2ngc;#aD*K$Pa?=fA$zl7tefDSQD@h$GJs>GT;y%H;0Mx}0}D;r3E
zfj~SnlgD0^0l`|!Z4RF%p>HnRhG49?1(lCds>huAiq6&Lvb&wGt>p#S0@)3hZs(DJ
ze;ikLXYlt^)pV3HU9G&3sq&z4@`i7`3k>qdo}5#)Plnzi&}>rb2;jZR`Q(cX(T=&p
zb^6ddoB;6ts_-SuQ2DCsyaZs)kM}{%XlYsno%Nl>w^yRx;x3UDCjfOWdsm=XuBc$P
zy@KT>ibfp2Xu|&htRt>T>}yNK8ca6!tF1y6{#E;0qW$zIZsz<x_q73Y1H+y%(=-tk
ziH=z8BSwEQlsic<ZgyZ}9{Kd?Ry56T!n)PW&<z$bB(E&8OE%r1Fi37W-Jab&>h`tZ
zI~`|Bhf~mexMs!zB9%!%^d7(Mckk`yHaZ@m9<;hm`b%h3hnt<H5Pud=7#_3>Lt^to
z(eLg4+oZIR85p<k2kt@-z0XibUVfD>p|Ae{WWn}b4^f^6+#IE=Dnv-{BQG)^tzqiA
z#m1oTX=f|_iWR^F?cA%zNcZe3FH6%dHEZj88*X0WK!X@0cPAOn0Lh?d(OUJb<&K#K
zsiGa)nj$o#Io=%PjAUT<t`67Yb=03`w$zly%KK-K4B>m=4s-2YM~QW4v?=b)P3A=k
ztVl`SxRo55@GG09xtdws6g0<kV0X?*9dVxY2_x#e2_U+@du;~wKHGJ*m6UGZv@yoh
z>M{Vucz=kzMdE8sU(D2)HOh$a-}23ZbRl~;P2BaaQ$)ShG)vfgL8mN=)=~ypR2{1Q
zvcrIDztld%;!Q?-&lCAtb<NDE;6!rRU^BO|$>$xiXbV`2!~QJQwLN0y{^*;F<bl4-
z2MHNC48RU^>G;>Acu91h8)`QVti~4NSWUgkNPM#WGa~WJwg;y?*Gr&7;O~aEQlw%_
zneL%Wu=AqkL<eYG^Z++%&$`w0uN2%ji6XOyPjuS0$p}|z9CbMF^&=F7dRCP`m#Ep^
z*y@XO4U}b7e)BUR+5>;OG6!>-%hk1gb6?b6_DEUbPnBcav9^Pcp!LmU*=gG4?ezCn
z)_-H(v9oSvPu_vo2OF|Is>tx)iOq}2eXK2=%d!2=-OIP@l_36|C?xBoyV2}ylkMJG
zGvYn6ZezHdaBxRoQ&ca!HKr1h>}z|UytfLwe!aOEJm=bzLDF<v8_%_PlKGt>RB0Rd
z5x<3)9tx9zp4k=ZU)lQKiQ|U%Nw<+L_PlD-V{`Tl0`vp%%>p=k%MT3dmcQATZE9_u
zhwjK$V#p899B1b1*0wxD;d{H^1l)Lc!#A=dm$3-rD+W69RItVrfsFcetFinpy0o~4
zWYZyil5SOyk@NPG0E5?@9<}JFR2o&pI!>c}uXgYmWPU#2As44ibmyKa3jL4HuN?e3
zJ`RFa@jdUAsk-^9ig$-@ix~r<QPlRX7f<lkr>tH?yH*I=M1V@$l~{rkDo<1SSKj_5
zweTg4#-*uUH=TE>=gwSjUz?}^f<{Qs%Zl?G?-FP-Sw4~FN4IHZRr!3j1CGDN&>VY;
zWvLife+qOPZE0_AwG%d=V@6AVmjHzUUyhi^ayg~aJ`Q-2E6d5OWrk>_m(7SX50&xr
z7Gu<&;8z7{V?BdUuHDZzo>nE9;|F@EJmf13?f&Sf?e))z7b=>E_K3W+7-%LjkjNbU
z^hm;;-nq{d4^yGOwejDC@3w0(hi%OwqQ(Lr`sU31{VJY~@hbNE<@DL@7R)%vSKPV&
z_B}q8^jCtsO`z)f9jWmx;@sccMgEZ`(rv?J{J~fZFY-0Sd{Wc&oi5%>{UXX6*%^Gr
zjxrP!$IMW#%p1RY1%8JGABMEkeLsleyq?<p>}Xwv?=95-01t1Nah~6ece)Rb^(}hx
z<HM5LHLlqI0N1+whiM$fN&Cm!u{Gy@4ZOeAbXWTgjMk9G+XBrZv|RcYUEh^@KAECx
zl3e|p&V~?+yKI2&+@m}Zf&riz*~+q8M4nddmftGv8&#98PC4CPRq;<zmfJ^%S!a&j
zZJfrCec31T4oM@a1FzDZ<E>}LdPI_F@sBMeiCHcqP*^$Z^7;z%iF_&c{ZC4}zLtGv
zY1eeVX+B@j4?*e00FigXBV5<?#+*6{QAXb}Pu*^<kbOC>-cJb=YJ%@l-!%UK>$d!>
zw00Xw>s>q=f0b?JMGx7wFWp=Z&(rB$CX1%r%NxfXq$uvn%ObbU8t0Zh&V9O2CeH@B
z@c#gbuQd-ZPt?}iPk^q-qKxz$9mm)G<6lSE{4>(-v{housI<x?^5n{*DZneexE%5i
zYTS=Vw}v#a-S&^Pv-y&6tMhjwpgHNDwZnL?SYHZQUg?*5y4YH78+_DxJh0tNYZ=Qc
zbR(a_fnMex#7#3v(DcM>S-!`p>CL`4RUE|Y{{Sr^5-wEWVUFy3SCs1ucdf#b1V}%K
z6CU8C50&=y=cnafm#_Rv_+z8m!F6e?9ZGK}W7*h1RSS`ZJEq80@7F$+;u84VQ1J}*
zk?6wLOO8h>(PYUhD)a@IW2dm7q-E=-8(k9GJDcliTIOZ*F#%Z-2i_$cA+haM=b8)a
zh;6h<;+E1lmwN0GljLQ*(xV%4amFiOTlizC>K6@tre8&N(w~_yK#Tp7-2VV7sGkhv
z(`1U~?@(4n;$(#~z!8Q~lY@|P(wSNqm&91WmiHz(5Blqba?Ca{8$7I@ov~fL@E7vg
z-U|pVWR3wBl^UpM_I%N~8OO`TWNW%sj`Lf>v&!%UlN+}F@A!jp$UeuVZ0KnQuW$BV
z(tXeNlkTkmWkcf~I@$ius7OuHu@f<m7+`QlSFK}so5og`nt#}|%<h$TIl&4O&}X@<
zEn~vE-}b!LmR466TQCEnGw#L)Ndwo4i^K3wW2}oS`$%^lUOTw+fVt=xaheBYY<N$@
zx|QUOW+d|AzKu(WhWQyXa52+qJfEd^T853}Xg*GZX%rGk`-h!R&9tB1K1Urp4%KtR
zcOukZNo%IHoYDUPs|vrn<a4o?uUx40&1h+QrQL{v?kzmEsz%Yz1cPxeobSQsk&nAU
zEt$R-@UD-eNj1%wT~_+pLk8qVySVv*`sDp9l9K1eMmy-WD~oG}(~HX{opJK!GxK?n
zpZRF3&l|D;=xegS@jjh0$*Wr<=?`!IwRY_;t;+nPzJBg&%JrMgOT-Tq{{Yzo!hT57
zHU04e?`LQyo=$O!28?Ys(&tdrowV&SuD)`7i1#umB;XUz;7PBgejVuTb1kLDxF(MN
zIOK{L<?5&y{G9gb{OgqPj-9RP_D`)?&X%_lA%aUrU!Ei!#^JmF0JJ#mUA@Mido{JJ
zn$D!K+{XU^XpNASk$VnD2kG^sCe8l<7kEd*ej|u3q-QN^*%7LI=RH7ezo9kf?VxEE
zS8_C00tw2hE6kf0(Lp1C*!9MJ>$j8QJ;#MCCZABUmr_u>gwS9q_Hc8zZE}Oh$?;a{
zbUP0YZaa5LGd2pS{uX7x+x4KGP21ZGUxwZgz3~O@+)`>9p!+;*q&W*A!P)`p0W8?`
ztQ+kE!<voi*y$2MKC5MFml95~;0`xNHvxrj;_K3}tbPpZchTx|U#bfdvPWhTMw7~$
zaKkF+?qp#7eXERz#^TGvH+~qhv$(YJ72J{9%REk~rDMcpNF44U6+WJ{4EAk1#yXT9
zAA?)g9w=^ic{0fP2&_0fbSJ+D2Q^nr@m24MZf-7`6}hp2uqAK0&Hm0f{415!d^Gy=
z=^qcRZQj;sVe<s+;g!}P0}=;Ala57mek$;usqnW<u)Md_8|^m|vPlrnmg8=BZ9H*+
zJ$axkj`vB|?EGYPUk6KTauELQ9T(0ZlgD0zKcTKB??u$DH34sJX)Vq43FR}pD#ogu
zD-n(FfyX(;dPl;`yI<_q*M7p+I+f#cmW-GRy|Bk4oR+SK;%$Z9{{V(pR$D*p$&y7f
z85v82Bm#b3o{jB5UsL9v6zUg|>X#NCBeM@Rme|V108zLG3|Mjt0yr4Oby{_XiKJ)%
z#d{#W!`#Ac=8Xmy`{A-5*z^?LTf?@#C7$N`Ij#-m#DGYxw_+4Pi@Ca<fT-_YNqePT
z*f!g)b~7naoPdpjMn~PxL+?zXm-n}l>Q@(YZHndDgq~0cHy#@Sc;}qsgH-;}Ft;|l
zzjRzVU-p2;e<NO!z6;V`*)JaAXyLqP`!s=an=^$ZeeOGq^Il@ZYZ08_<065HMHOnw
zOL(s0lI;t`t(H;Ff0Y9**jwt5!6vn2Hb-oB8FHfx;EWB&lZ^Bk6_~BHgOCmmaC#rD
zcRngz1@yf>eHEh^F06|tPtDFuXXZ|L=dEz*EQknJAP_+vxfnD6j_o6~j&jUNC)Aoz
zB!LV;j>2+RJZI@$&xZUP7m75CnQU*Pk5`G?$+D1v=f;W|iZMJe&qKlXuTIgv5@|N~
zt9Pl~H2PH0K_pitmM<-s{`FZ8F3J7T$Grl%;uhW-@fGd5-PviER}i_vyl}gN^dK5!
z`aZn`i>BPz+{Ypk;ueX+0^khoBRt?&ulVlPdk+%6n`btwAC~EBZ6F315JpO?DPO(v
zjoBSCdGzWev%S8S8#EJY8l9X=9GCYpuwONCD#Xo@a;iq+dS^V)E1nmm_(xW})GguE
zEiNqW9G8}PBV<*H2Ip<eG51Fq<2bI)$HQJL@vgkSB)GNvC7_WCZ~0YYiyLE&P6@(*
zGk_0X_1<6W7gshiNvI^2@ix?3#oA+JK#a*MvFO8&IpVMQ3Qd1s(l6rCqWf)@n-AJu
z{{YpL8OGH9_6ICG3I%fQhlTX(C{op6WO?(wq+q+4V~20VZTu=5xW3JOJl`s8kN1$s
z+t+Ep=m*|h<ciU`v6fqJzQ1OlExKd#`u6@T@y8qrr6-kt{*@E{`X8B<y7a*Z)c*kb
zjUgG6XfVZWZe)+khT=f)99Z4Q%1|E4Ko~yN=o)^nB${$q>6R-DFlYCeJAF<)Th|>;
za$Xm?)I3FdE|+@}#WZ+W$I1kmV!tTQJYk#AS9#&vJxbc)<<#G0yfQMX_AR)MaoMmB
zy#i+~sIT^Qfo)dxt|J+d(Xyz7{p>H(9Gdg*hq?}z;@j<4Sk&yzz=mDc@vtBiV}%$!
zhB+Sf?0S}mX?w4M;%oS9BAger4BG^(zj;1xGQ1phIj)87d^KYi{7NPk*2(hB*76`t
z{YX*|&BrZ{lm*WN@yCO-?J?F}GBnYnzbXJ?&6C)of;O7qV(|s0hhhDbVy~-5B&DVE
z0RdTXs;Ww!JN{MZ-w-@2t;YtZ;!BIo>yaI#d$0w+ZKwPA9G>Q~{5PR^b_V{$)gY4F
zTD*(TiDYu1E<Q!xr{~^tyKw*yYGo~t|J3~d0HTU00HTU00HTU00I4EZc~K+#?7%KP
zN#eGr@b04rhpl{1v^|B)&uzSa1jsY7zusS%em<3r1fEpU$&Bq_ah<vRdwpmF&@OIa
zznLIwi<uokg|JmrCta@J#_f-obR5?qaR4{d$9r_3<g+>xAl;swv)8t3weVMiVDT*1
z7WcP8*<ndv%0DjGRnAE#rT_!fpU=<kt;AOs5yA7v1C`zmK>*+!`X1B>Mhk4xDiI)T
zs=xa=#z6PQYAu@|4mHqNf8*ztKkIgdz{mR;CqDS9H#%0KXKfYT%qBRd;TVz68R?wW
z$i}eRL0I25EJ!0OfXkOF&miD#!0IR&hhFnzFU2o|aK{#*WPZV^6<FYytdW@r-k>f?
z4TF|kbDnF2_;aE^iM)NF=<{U-?d*G>2PIVRY<A=hxZ=ID_JE66yZE1`>DKPgZv~`x
zHqgxEfr%V8TOC`=2kC)9E$d^+E_81d_@h+0zn0PT)g;MvD*}+KjFM9y!;Xr%9{uZ(
zy4K};cCn2jXvXF90+3%P@A7yjt$Qbkd{5$Otj3>z9M%gXs!A=>JC|?Gx4Ex1Rnsr5
zt}U-FWVV*o3Pa}Y21wN9Q2h_x$Grnb5|Npt*&m@JC$I$duW8aQw1itl)GcGZ`4`Ss
zjl7<iRaN;$SFhH&tuoib`hA>t+Kr_56I)1)DUNgi?&Uz_V0)2Pd}poPYC62oY1U%N
zlq&6svz00s7jiI54?;RnCUhF6t>HV!WHCb=DQ4=cEK17itlLTB=Lhqyi%S0hgibQB
z_<vn!CU2C*EX9&V^a{nWewFj$U)|flZ9eMyF!#?O){VRaSw*$9wnKXsPs#F$5PNVp
z4!`FV1&^e>Iq=`W+J>cjtaz4oC^q?4mfyS*G3Ry^la9a+I@d*S@MgySr@yq)CemY(
zo5?Q7T&{T9hZ{KeuLAJ>x5RG*H2UX;r1I28q2xfW9W$MwWKwuNZ~^qK2tGf2QC;f#
zoO3jdkkUaH$)3ydfCtu)tok28_^{34*r2)Bbqk#y*p-IgX-&>!A2IoNU}KVN#Wl@(
z+r+wk?w6rzw~uvbz=o0XC;7jFZzO#H{Huf4{7>R<5?&2&#WRW4G%$RuqlrFNRZvb2
zGDsM&Q}FCQ3yR7M%^ylzcOaj)O3x_-0;gzfD&+M)!$4Zc1il#1JUa}xy1n)1_MNMT
zSfGhU4{tMb91Qh2uIt0s+SiKo{{Z+zqn)j$xt1wp`>X_ehT?&`k&(!*SH|BAb!{&}
zUl;i?rL4?ZoHjBJ0_~3n?{y@a;`}YBYdTD}x~82Xq_*>aqpXa7dc>$Gqo-4x`u;S>
zx%7vQJX3k_*Ww<V;jyU6bEg|?WR>nPS`;!6SRR?<lh+mc32bz)v;P2U+j(hj=p|`$
zwS2HMxSpLk=D#a`DCyoM@yEp(G^-m%xxYv);AKy`2#hll$AB_VCZX~7iT*2iUqrU}
zW8xiFPweR6Qeux7bm${#M=q(3264|Kkq$Sp_GiT3j=v8RK)AHiwO_W~-rLA6<A5}U
zu-ir%Mij_+Qs2S}#eQg9t+bcT<*-PZ^2GsVP)<(Ja7bQ**A>`k-UigJRp!(rZ7XCg
zGPH<GI+e)Ug9itZnz5>QCOrfJsZ7Ef=)|@Yx)k$QX*ns9M&tKE>w)V`w30Zh-?Kz^
zTEN05VCeGab0`?c7{*RX$F?zA?67NRNz!z<H(Ug0imnx&MmZT~z&!USfmqT_ajDN5
zBzxzO2*RS|vCkMB@_KRoYhF(ZYC`AicHmDUFiDvY?&Eei2w3ARI<`7cQ5LP??O#Z`
z`v$5KHjXur6?Ktzu^@cWmiObX1yeSfQ1d_2$=EWug}#4bk}>$#aW8~#bgwT<zcWd1
zI-8<UZ9u7&EEhRrk&nW>-gbeeV{WA*&&n9&<KBT9w-esBp0+mEZ*gM}&QVmTLdQQa
z@6Wjv9Co(S$!_B34Koq7R4Xn$KsXugR&?aG`&X44zms(vK+fs_4&y7(o`ed`Z8rH@
zRq|MvNLIklB;aG$KGY28wSNuArCUdRaj0fV_Z3z{xsS07ay?IPdgNWqj$OL3$;TDw
zT8D=pQ`8<PwYyuGtzh0{$qO2<Rp1aY>zto+S3D=-ZAVZ`{Yyb>Tbo-1#mStF(#F^i
zwlX&b=dT3*lnUpXK`)Usa{-eZ2Ep%xnz5$cEsmpWdh5My=1B_rgkW*_;=M-BFAI2e
zyzN&{j_MSY?3G-z?qEnqL&net`89u5O*Y*|tz)J^F8O2mEmP%HR^7_4elv;!=f2!{
zpGLES9ck@Gp8_aVntTT@kDF?+`9bNPwc<W5p5MjOE~#g>XoIS<iJUGAZQQC4@YgNz
z55#)LtvUN-L|IRVw>*FswtHvVy>q}`7}HWKMtwKUSs;!>=I#Xl02T%@`O+rVJfl(Y
z4Ze$ICx|tvyt_;fE(GD^k-8}M?tKM$#m=KO>q8yW7Po-m5CsKLo`8YrUs!m~*5g;V
zxYBKH?XBi0#k|$rEutrA!kq1A=sVzMyrWO}e{W%{HNDjEP6Q+6kxMBodV&w$^c2RK
z<QI1`PRkntk;9cp`ylW5lhpS$RFcHA9Fxf=y&GKr0EA;tyn8$AJBy2$*sIPzb|2`u
z?b4fK{vWlF$)iX8p>|tr5llW&h26M<22Of+pky8heP>J5&aY=HS-dc}mn4C<HtYhw
zLb?4by1&=0p3D12@_)2HFx*EHvjTqeF4o~bro6{r)I3dhBOPIyFgWtY6evBmj^A3)
z@ZX5+^nD)w+fcS!<hzk^6C8ZNedF!hGz!J*uNv7%$gtZs$e6rrN6xL-gS(34Z1ua#
zO-3C`MN5W`<Ly3N!*aWm$!zl6j^?U);jU%^DB?+7zDF4exbz1Z8-Jx%w}MNVmI#Jj
z`hPkGeOP~LUlD4$S<-bKIR?nvX@lnT8-S|H-*r84oYxQI4~p83y?Y;stu3WT^8A@R
z+$yUMFsi3JeR^|VI4|Y0Nnp2$ZRKS0q+ycS2PXucGv5^o$}et25<5Wyx5|hMg(sj3
zk(2M%fpVi-8(D7cZuL2}2+W>wc_M6)AyK<=9mZIWp0&~Vaw#IzblYnteK9ZDnrU2x
zlVYysRc093#~sdVkG8#iCV66-DCc-t)lt{wSI!IZf^m!in)PifUDdox0$nWWZt+RA
z!+`E%>O_0E8@f<7W@-n-R`Snh4dB$Q<Ub{~@A}y@^Bga?UJg1|9fypIOZI(w1Z#M}
zRgO5-b`i$_^dh_O5a~DXqD^|bvRXt5+OE4BZ$TdLayK5nwdERrg*8oD3wiYDyyTP+
z@4Zz~w-JM$co;n>5<O2vvbtR@^r)Q@({YkWky&@her5A!%NM}F$4_eXF9>)N>s_#t
z<HXkqXKg0fpo-LhNcx}UUSy~H1H;BCuPvT-aV)N^S(y>Bw;cxI^7_{*d~bSnIOVaD
zSdtUH1UcU<pTo<2&^?Feo&i|;%Ub^cghSyMgjYwf`Cn4IjUHLHw2`Y|GkOiHmID>y
zJ}L3p@U8q2_)7UTT^@BWA$JWSk+>+#n8p+X)48uEdAv#Dxu=d<B%Pg$gq8W_xjAeW
z+tAcfN2Ocp5J7h|cMG&fIfXJXf4Pn~FRcKPFNi!<sd%DPgXV(O6k-!0WKuf0Bnsy2
z?B4HChQcspX=M?BhdIf|2l~@PTf-#jBuv1DR19#+bHO}y9qZVBAL%w0_m($y@fogW
z;pKKvu>tcrQP(&dbM>IDk73ZfFK6NHEujcfMvH8>8+PY!>J)$a>&`W2`y@Zw*IJym
z*1lnhS|(O90r!f6I^*u1nW?o86ZnT!`%v;4-qLh!!PsMI`>Ly+tN`g)Qk`OZSZ?(_
zIX=dbtXB5zw2;5vW%oS$nh8j!KZ?9ZsCZq92qLz(ZI<rCHx4%qqa1_B8SZ;lTEjg0
zVARZOE~suJi}#42D(wCx=%8aiTJ-3C4*2_2(8r4}Y+BORA?90K$s(W;ZQ;lr$orzX
z?K?}e)iig8TZvp;r^_4%aozk`I6QXGN(Xd#70|j9&mm^J%)c$zB~yC$4aZL0<I=EM
zixSLoPbAl@-=+1Ik#nS~JP;ydE)<tv?xSane-JgrS!pm^OjE?MTv|ZL97w2gGt)c~
z^L;28g&n2Tu{_a4?Hp^lm;yi<#!t3ucf*=SudV9VFj~blit?mhU{+;BCkLLG0G=z=
zEi`Q%G<f4%=F==BOk5UKGRm8`4eiqzIK^-3-X!>Y;mtbVPO;Q3?{4hZY9*)(97OU$
zx66_b-Z{=_70#~GDEtlKxx5>FeIZ!<*^&H~i{)dI80Yde=i0TjnueB>>Jm?N3~VJ;
zDBf4Hg<fAC=CnLNIoE9C8n&R{ZNATtw*X4=A^W7aMfzgBW(^8RZK1Wb+K{6B+eh(t
z{LLbEK6YIe`&+Y`+Q(IUd!`{xnUEx92<Xb8K+oe_UI%S+!51$Uw5#@0!VSQT{{R-#
zUbo{tC&PMvjV86JJ4S7`ynb7GW!!zy_?qy|OH%PIj-_ulrz9fI;X`>S%HCS-+}t)f
zAH->n_dcAk)}p_%`&3`u`Btl1UCVPPmn1ts+Fq69Hae`9_LldSiN)V78aC`>_><YX
z<F#)|se^3=)vVhe?|jGnDHCJV#iVh`=1KR{?*9Pw>5}U9-)DQ7cK-l(`d5<O>bE!B
zF0OAI<oQ=^a5|5OWw)1wn(a62*oc3YXbT>Js9cRxQJx#8S52i=RQ#&F^Y2~<Vf~vI
zi5}NcM3NaB%2T&?)3^Z5oOR@r?_QBCx{jp^XHAyVVLP_6t1_Qj^UI&?>n{++=G)*w
z8?@2qa3NzmSJR*$oifpHR@8heX{fX|7OQa*t{uuK1-%dfjy-C{hlcF+0c(3Tt18GB
zd`R9{<m01dzav??1TU#-lFg=RFCw`CKzxYz95F1zo<Gku=!xN-LdRFJxy#8N+~N#d
zukPaxafU20&+#6@fMu&~2SU=JGhA50`y}%NY<c8n^c=CrLsh2HbO>)Cxx3RIPwh?8
zEBSxBkDL{3ebyauUrG3D!FIYG$<(6%07(1F%EUIt?qdh1)Yk#=Bg1!ZuE6#NNbR)+
z{{UKuen$)Q4mbq=0F5GUa&}SpJ}W5oJGj7_E|R`>!Oq^D1$Pn6rKB<H5ZvYhs8!F*
ztfYPHeLL69o+Q!r9}HZbHr^?&BGe=g`|wyhgOwe!-1X{fp|iic)pUEEI^ro6V{>dm
zW!5(w{{Rp0kK**EI~4p=r|Meft2N%1UEb`nP30aoDGI5yed15)T_xX*+d_%-8~X`_
zmWry%4%q~ILvH7@XXeKuxj*<y?|eOC78%j6)MY>!MGeOsWbu>DSH9LvliT>VSXyW=
z_9fFX$y<a39D5WUJ*XMlcq>e~@gB3Qc;aYG5b1I6h;qJQVYN4I`~LthJazm9QLyoC
zoO-UIuU)|-PXIv$vxED`Is2>a{72kZdts`z-jj1{q?n|IAX#1%P@~IoRbM0Dg#__f
z+ONXz7T#(90NeUiv=B)d^3=^BN#|qE(2e;nahgH}u!3t?+ffN+t6ihWw;+X)U9v{k
z^ihDnOjoM>E%6`3Uk~Zi$Ko56*EHoJVTLs`vVqC@lm$`Kj%(&EDnB0G-}wVYxzuEW
zU8O`XwHR@NK-xbV_pKfui1xl3o5MDu-$RBJdzZIKkWaPp%pKe2-<~i!3<?C#V%EG%
zVd85g(mX?@wXKZuEZ=7!jBVsJnE)Q=6t-Uwei>+pmKty&-}iZDCkj0XJSg_B2+{8T
zAdMld^=sFgOxk3g-r$@Vhh2_9Iqaot!}WbW(8?`zYd^C*N)%4gJ3BC9%vT>O=OAZ1
z0q;eGqJ16lGvg(`k#qf*1&Un9Fa-UhGW?#OG5vbi%{oq-f8*a8M`fW$7Lg{QBJiwI
zIKczv&--0~>QCcYl4z66>vMZ_(#Md#V;*pOg4yD|KTZD5u+lW!{Wj`bi-{zEFi5<|
zx9;V$oSwL*U9GY7O#c81^{)cxLf=ngt3uLkXSkF{AZNmmM<Zx%c;r_%<4qzDhBk*^
z)$P93z04ae<#vfCb>0>8!sK`Mtd9wNVezH)oyL`@Tz{ei`=xYSf(L99_ekr_aNaIH
zAk@*cJKcKkQqyOX&RcmlDD!ZBW*`h=kqJJh1#e?Ni+o&PTeLPdvSVy^<0=UNBC8I$
z?ni%4mG%e1ZyaBEcSyO3mFApYEOQ&3s_nTp#(q)vaJ+ssz<eg~Ka}=5pNLQ{pJ*CU
zAl<RNmDpW9`5iitJ?XwA)x1Q0A>Y5lcaB{l(iq<A<`D3xRK^rOH$TpIU}R>2y>veI
z(=`iyYTaax?UH@Fo-dbjXP-`fqO<%>;U5fZ`g6st+D9^N-In0)1B0H&-oHDv?~8he
zgZyC!hhx-dz0)kfj&^7HzR-D)#>>$Z@D%5fUsJ!1^vzqt&wL;4ZTD7rGKD*wfOe7x
zd{Q%UvGebYJ{hKosa#KEtlOrMXrknnUzjn@V`KMlxa;4F@d-Rppw7a<?&Vmfm5i4v
zjg$@iK{3=-e~I4^t~^_*J&lZobh~#U066oQAHKuW`=isJr=IB7w)%FX4eiWEWQdcr
z9CMBj=TvN$bJI1=14Xj1w!FNOOK&-w$?||ikw@`40Q}59oqm}7Bh{dPhnhp*To1I{
zTB6D3INku@6P|suUkF8`rS^lS-Q3*mj_C}xk<K@Kr|%K;^)>5W8~B`U(%VPA(x$oc
zVMrEBP^=_OmSS^(*BA$;O(G?!^=753+urH-*PrssZ<PWn{_<xBCvG`CF_FNpm^?w?
z-?LqR!a*g>$df7aA=#dsj2}QVn(9B{Jn=P+kM_Q)<mnd7zEoShwlSdUpmfhUAXh!C
zd|0s6^yaslTZ;W8U9qYr*YxO}e-TKOnZRq_InZo;KOnPRl8pZIqkVX<8H>lWO?1~X
zznmcgW!yi3de%+uqAv9dy(3w+9#-i*nK7}-h6FFUQCy@tTt?OBvuE8V)l%3WD;zfm
z8@Q@9Nc6uDd`Z?WtS?~DF2%N!s6++IZ6(B!^0@B1o9>^fuNxOr-bmkXxs{ZLIbvTg
zf>aQ5)bU=etk|xZpsmh<F}jh@%m^Ffj1E|+$o{p|d^^$L)cibcHN7F>3on`Hu-a}8
zODWnwB(F^49{p$yie41(oz2i$JV!c7rj%C*>H}^cc|zl*d$GFnHd|?^u*Jfv$)D5=
zV0~(!&@OIc{{Tk0Unl#lzc|OY(xjVI@ZOJc<;!m*yBBwzC(3i&xae`}J7SR!Q%3q5
zZ6e$4*C^L={nd>}@gKXj2VQ+@j+x_qO4wdUcWw4(NX(u};h$piauj{#?!85F+J}v_
zYtcMYEQlSxSrze*L!O`xx$9jGo~hwa3TcU|M6Gz!NE^&X6FYUz4_qE|lR#L~vcA{u
zqyE>mb$c?tVzVwct~(x}d)1u>#xYDj-EB9OFDoYOeL8w#xepQelf-)Yc>FEpPY0K_
zI700C2YemBbak(oZ^w+RZZ0j}TcIjoO1nxo%uX-|C%;MtmCv`eJx@%rv0X^N37yTK
zl(+fqUTvy;Jl4Ek>3e&l%3k4o%XZjRwqrRAcKvv-pFAhy4Rvo~N#tv&EYe9xk@Bbl
z?cattBxm)ns&&tcE8xEg>F{e1UrDMMV^tF|C}U;HZ3l15w~%NHG<<R5{To^E=CZb$
zvbdTx8yZ9-AxX#H``Goa{{X=r5!Ad@rumu(FXfdN9%F7z<J6paXFTzoitVm`GHLp~
zvPF5PwxU;s9$9u(?g1mG_lJ7trTC{VhiLkLhHPQe8g?=WL}X?{cKqPu9>SSgp3AN1
z_C6WYbjw|4e>(DZSeddpZ=l=Xxvpye0Q)Y}{TlA|qu=~2{{SxDqa!%_X1o^r#ojpa
zBYBrY%~HQEV+y$SQh&y~uMKHlDAgblKq8oVL0ftW4?H)_z~KJ?boCU8v7N7K`UIM+
zBHC3#UyYl(FUywO#&e&_wrysYQNBw{v9i|hKYI)Eh53)<F<pFr3$z_3F?BQjmOubO
z7%t?FzcXXMdgAqM169;665B%5Wim%5)$`SHyV-!x^QJutz98{Vf-YguG+T*mEv@46
zi-6mQ`#y*I*9_W6h{mUH_F3h*ft)fsOTQo<LoRdM?$@$tKMMR~E!1&%t5b#zJ(tco
zRXcz<KQkyGXN-#Kb-fcq(4<SNYqq$B+slp^PtMEFAn||*$E^W#=RHTlS5|Xe-)in{
z;*f%?68y|rhDOo+t6ImyvPpS0)|`_4wlV&Xguvam<=m<;1~|of=BH_^%VwiXNTa-+
z#4t^A{{ZT^B(W!UPCN5nZKZrtgTwcaY?g-Z5OF2Rf8NN-G3E|2*QY%w9n5L`5#q(v
zpwTs`+S)BZw6V)4AxKjBBRO2-r@eIcUj?poyQ^!T7hOYdW=7{!V$CjjP?*}>gU)bA
z<HT0pEz>p4Y7Y_Wx3XIlkPJFBufJ(sh!A50cRsb<>V7luJ@oKFsIi%>cS^HdhWU4W
z(4YWGz{WdJEl*s~hlK8Q=hAdL6ZU9SGVK^b!>B4o57#_bEu;7&!&3N`O>X8To>L-7
zw$68Led?J10B6*8#d$<O6L0l2y0_7g*v4b><2$yDe_m@7Nb$`2T=wmGs`>Y^XUvcQ
z0)MitfDIv8pGx@N>qNKJ6GFFw-tr0m0ORv=g0Ut^3Z(Y~(!A3~)_fObu3p$_2_?*y
z&HJE{<~2WbDv&Yk1#()Q)}yXQ1*P&t_iQ}NmK)ilZZ|0(mMgN-{t@b)3X<2wdM(1w
z6eD!4A~Ai$Wp;(>&pGWt9m8v$A-B}6t!}ibtvty5#*$1GMea-W80)vKFN*XtX>$*W
zw9#>>#d8}+BD0L4<DdhOM>r#;TGxIrcrwq!%Wo~rmb%Ddw;_p?$@21WdolV`ZGI{E
zM&il?rQ6AJjs$;nADnuT!sDkj6RGE#-M*u!TSxXiL+t4>4|5wvO9*4eSEobIzD0ZI
zg?=tuCB3GdCY^AQ!-Z*-s{*P32N}xb@<+XKny$AemiE>*>uL7<M=#15f}YFXvaEC;
zEB-!RRv3P5y%@H5$?5MvA46+@678(5-d`#9ZTrkZ^y!|azCH0jk0h|xZai0sF0E$^
z6pJ1{P#fQjXZ5Uqj9xjswTe9tPkeo$Pn!O!KgPU=Mw7;RhMrc^DK6|>tS(B23JJmE
zu03=4&{B!%z9I4EiQ^3dTMrJ!HKwmKj3kmQSx|Wj*~1g*kzP4vq}^Ih-`d7oGjB2#
zSB;roO#R)!5DE3^Quv3#ULw%08|`*7EKcMjB9f;kfIHW;+}&O2-`SAFo@AG0V4e2v
z-G$s({{Wt8mA1rpP<WeFySBf9;+iA^IhtI4@)9t}SI{W@E3DIgAJ{>r+%&qTG|Row
z*~2UR(YIobIm(~Y6<<+%U+gn;Vg27Fw*1O5l14g$bI|q0aTcaatHTzRrrf$)zb-cz
z*LvZeC4PYMy+`3llfUp-@V9}qpZKezR=QV_P01yaKwsr-g5N`4rQweg{5A0gsXf)b
zoN=TP2-&B}Qq6`0WPeVWHS*7iY^<!Uf76-g(<hH&v`2s0=3b+oK_{r`(yM4X-Pebr
zg2ZO-8@a~o&EF_e09EIeJ@9|vIiM_kQ{xLwJ4d)r_(kDgv%HNa)jQX5P)<4fx$WA#
zpT<5T@k|=Uov(zDT(iO&;ZbtRdxd5rj8)4k>&;YWOOQxDWm3P!%kr?U)597aj5jxz
z+LhdEGA`C#<IIN`IV;y_=tv)>0@(4}Pl&gc`t&e(if6gA4dvY{efX5{S$#I1Nc85u
ziPHQ57?=A>%TfDvwBIy8Fx$7N=cxA;@^6ehCwXnEU21wdHPc<n!P7hq-NR%O57xWy
zhF&$*yc-*78pJ+koJQw@PH;T~XR7;kplx<N^H%WGx4*mIu*<vV`A<K}xbF~XTIIY}
zacLf6UE48cn|{z#4l(aum*M{a9{4X>cRDK&KJy^?_A7VJP6cjinx2bgADOkTC47GB
zKYrx)6o|V#dM#I5HfbELyWjV6H{AJ@^lW$c?_P1^jb1qKMEc*8Ezg!?wshTyk-q-s
z&Hz63?>e@t;9HG1?N{Dyi!!@1>@34?sa5EGYr<}I4+LwdCW*@|sLLMUcCc^ns2TV6
zrcylq%G*ZMbojNQX$<#H+ahab`2lR~CO(_-$7-Pk#+|0##rBH@^8z3&iMKO5VUFB<
zy}H+9ZKlGq`MPuw3l#Zw#C~UxaHM@R(y?#vmQN7dOSK@lk%D<&#UNk1k)K~)^vXKs
zmr(mO5owxyiT?mSJh%CuBflQCw7vz_@3m<RYqA;H8Cjev@Su^F<0GE6pP^me%X0GA
z!!yjEdun{Vb<d@AmVPqvG<MU*AX}LdVdcjs-5KD&;Yde&2A%Mt>Ph0%U<O#eS)s<#
z_&a}x_<-ji;Ep{jA61*-UxHpnx3@;PjW_KXk%FI?Yy|fQG>f2(GwoO7OKGNsmT$ZS
zvuB?#U?gEqNF$%Ee23#t5KDWi%{{!pne*l{lehp+$aByPo+uJmK9AGBEqFrvUTcjK
z+Iws!)-fuEVg2omkVmMmEAjrXrEA_GS*~VhhCoorv4c03eM0(w4Q6;F;NOe&-B!*?
zVp}_JF&&;pDol9al`0Qa=yTq_qPh4TqRYR_y^+he%P<WqMx%lYal4%Jfk5<3@(pKE
z@cosHb6M(>%QT3QCgZm_V0P`t2Ll{+u9rvne|h4#?R7MmrMSx@G1^nh8Do#rzH1h5
zhh7r!=CI3sD&Ad|K1rH(UD#ZZ!H@H;PY3)}wzj;#(q}C!7SeyK<0`7yZHMdLfb>0n
z*Who5^@!SA#d+KxHD@P{*!$ZtgN~fi>z@qg@P?X`_+r)>A&)E&e1s_BvVAghiuDf+
zc#r#EN`%<D`94_h#?$?H{Oe|G`0jVvNd9U}trVXw)+*S}DH+|LpB^!j#Mf6b!yFNL
z&+{qX%02#3^0%j2<1dO6V+V*{Pcv?Eg@9M#wj6Q(?-li5#LXhxNu4~UkuNT!D+@=A
z5w`*MpSr+~eQW2PN9~?Znl2PcyN{W7`JcqCy9B5EII1;F;k7M(D{D)L?W1U#XJH;&
z_*q6-mX8E@(flUbwd_*)PjwQYw?z3R`MDdqrrx0aeXEkyG_6L`NhZ97lP*JWcJ<(?
zJyiBJleM~F@H6;&&{dCKo8ym<8qQ5V+ITIXa8*QcE>TaRIp(~rFYZ?TbvJJ|;bjvR
zes?%KvVC%EqVWBOm3;R0*C@hSU4bRHE2{H_3RRK5xy^Jk_)|bjNp5ZK{?Qsv2_zVu
zBF-5~lG!8HfYADj!&*0ob@%@OguhOc_qQ;Hjj}@~?pZOOFnHswRG&nBV_$QuTP&8=
zaQQK;kG)yk<(z&WjeK#a-pyfqEv}bwaRt0*3cJen=b*s+d-d;L@9;`%?Q-UGdl%Y1
z!~jc)9g7XzZNWG=89C}H5Z6=bzYXZxUx%T_mtdB$zjXd4@5$%$r+B7F?sTh|;zhZ*
zc-dAzR_r}7QO9NF$>wk0{{RC&%cVO0*YE!Teg5y3d89$|-ksseW*2{I^Yq!`ZJAG%
zzVF`0^{*_{WVpS)xVFB$KWMe{1DK;Yby3M+Iv?*2mGo}4;>%aQm%}&Oeatgl$0EgY
zRAYLtQ{Qh+Yr!sT;<kN9P?{M7??p*+=OoFQ9FhDXc)_YQMGv%ivq{q@TlbO}ZIL00
zIWRVv2xTfi-O10raIDI~aJV3R$2rN#IsCY<Pu8`oZxncXJuc2dZmcAERyJHS!5Av4
z8@WU!fb`ru3grATqsgfFmd{L_qzBCf{PqZ-C(J=D#~@HK{t>XUzt!W8^s6T2Pc8F?
zGO&qGM@_82)<yP{eWzYs*j+&)O=RXdK~wUOar1f(GArJEN2O`{HPyYCTN}r}C(RJX
zA#YV^oqq9C^K_^r)nCL<c;ebA%;?E0K*!8KF5j6*BOrdX3g?1dh=kv{U5Zf-GEXG|
zJ$>_Cr-!r)OQp4Y#B&Afy`9EFhk{R);+0A0tQkQhc5hKq={_4n4bGs}lU>CFNUVck
zWl+1hS0L{I^uhKW>T6AA-uL@X&c+G+vuY)TlCLVy6RB4DKo~r!7(5(MGhHX}hlak<
zt9X7xJ@jAdQtmeW(aA!=mn!NAAY+W26I~aEG~XC_=fgUWiBj%;R%=_IvrT4j+eFdj
zCPm7CqhVK3fsSj-{C60(@lEs)mRNTQQ3*ItJr-5~9-Oh_zJd5dBWT_Z*DkD~XrB7o
zKb{#&GXy7dfOhS5$sA{`0(%~Rtl!;SOQqh;eJK9Z)1YR6AKl37@;2q~lDT7EjpEzw
zTSU9H(6pGxovG@RN)#^Uc;|*D0Z2F{j#oayq0=DHSHR+F?Ukj}1m9-3c=xrks}+oG
z>bsjKk3(2`&Yj|h@P>=xr~^FS8+jwSECa3>ZAl{^E>t3AagDj{ib5%Bnzx3Y;Mtp)
z*hwdqEE5JKHb&(NF}JwKt$Kfiyh*1^sa^ay@GYIimV%bgb9HrazFg&;EJU0R6LVw%
z*A?YDMv>vz9?!&9X!HHKo^ZDyyXPBPGEaP++q;fMdOhrtcz!h3bS6}u^4;yvNf%>a
z5rfkwzie?pnaIbeT}3MCSE!I`(KAOSu#o=rs}Ri={4U|?(BR^)>Ss%X{VgZB*ph^j
z7Eze|=GwS#<5pwe1Xgyvt)+`Uh_zc7uCHyEmS^iDaq_M)-0mX>txKnC`X;>yKiQKX
zv_P*n0!Y*&7UA}<%#Y3~fd#g;Cx;g9?@^9@K5I}_l|uQb(*YAp8RvqewmpxvdUd|F
zsOka@LIo0N<}gE?7Hkic@xW|jgYRA`t?HUzhcBJA2(Bf&`2=j_NM*K`J@J;^#=@<@
zCpr38OW{8e&wZo5k)=fO+Q|4VDcV20rE}SN<C;Lx?7F3whdgJY{{UzBjeOYtR)$RM
zF*)}>qm0*>>E8)-jVHz0ZmFmFlG!8fDA{EBPT#&pGJ4>e^8WxFc$#>1D3?#YmN@NE
zStF4@*1EY2-pFylJwW%bOwoQN>N;MTe{reH6~u9QYG4^t2bjNjkaoW8fsWJ#nW^!M
z#hPuGh;)4nvZcDC$ua&AtZ^S7fjrhPi+n|*>DtZKp>1-hb!5I%e(X33S228;=yTMb
z<EAUjd{cLz>-+pee<<^ALZAtg$}jNq!NKGajMcHD=~DR`#+fIb=1RVQoXS(na23(H
z<rg0>AB{2C|JD5e0HTU00HTU00HTU016~`YIz0AQ7gFt45<zSWd46FaG=zQJ?8x=3
zrB-$bqa}_2_cYol1FN#uY;3h3GB&tddEi)QWWbR!KY8T>c7fMuJu}*<=!t1@tlL8@
zWv%zNRPx1ePbawp@TeiX($>rD^I0=Ydd#xzC!CLzs{!xpNug;My8f|eqiNek&E%^b
zW!NHue~Fm%0CG>I0z1Em7dBSn4JzEM&#@e11VX1Is^frLjo9?BM)-aEJ?efl(i6m5
zhNB*brA$Mk%;PLJ<X{|h&I1$cUP0qO0_t82xLEG*EpO47p_<Xmk%t_W%PO4y70Vq@
zQZ~ZO-OO#&U`6IOz&$qS6bq(@)BX<d$A`Wfc+L%5P1o(bQ>f|wVlBP8GTXpq1~Bqm
zl2l`Je5x{e#b<nN)uFxd9*uS{+UDq%-*Xx$jTD>+<HtDU{p$I;-um*<9xHj8G?1%0
zgMh_zjE?xp$JV`4ZxMKj{1s<&dk~J&8OPbkh+<J56~26D_`PTgYjf4EttGJ2B#K?r
zzm|SkIXsMHW0BW^Upd}C_GH9dMZH@u6}-4{{oU@sf_v>8{vG`q+u{zGw%|O@2~+Yg
za#fGM2*r7g+^^z0_?|GUcW~k+$I6GGR>wHwuU?b_D;v)uDIl8EDV|X)ugr_Hs89h1
z8O}MY+U~1qsY?y*xsp4G<BdR20w%%G9u7h8R(xCG`@I_ODJQ;<Qu{#1n;9hTPzKh|
z>CZT>a#-bpFSE$8^C9_xR&1{XWD|ww=z7pIp@?b9CXQqF`JI80<jMd?0e6NZl6#8J
zy#2(FsKa=o?d4}8CMA?MNyCm0UP!6zd^vrqI%)c4r1EMzT4zSsspNnNU|5gGKZR;|
zGIg@mr?9(&c)3#pll&xhC)|us2TP*(kHvR3D?XtRpG;<0q`R9apC`<ro2LY0fmk;F
z7rXI%(_Lt&qVjp%EvV@D8U53L7Eh=EcQw`c>tBZZK(Wv*_W2qsn5J01RgstFQNYK`
zo@<)^#Jy&*)kXYzaJqGhA0Rr2)!T2&(Dlh<-<kw=o*eK5X?1U-c!?qsT9%sWcbA3+
zkPU|Alc&l)Sdq6m{{Uy2?z~Cje+J(8J5kf^HA{FQgvn)PrwD{nxd5-9COC~V!ml~%
zYt=vDSa>f&@Ep3dv-$d-l0MXry|Z&N@@0?~A-~!BSIoW__(|eliQ2ZKscA8_wSX-%
zTui5zal2qq&RFLHkvG1lF{|o6DVxKZK8(7MzSFh{(PCmsJN({5lh<cKkCYBN3eNE-
zhpv1j{hyny)5tvI5g&2JFu)vx>B#M0K{vr`9}IX}-r=sA4;Ifp*rK?>jD;JRDvsMn
zQ_fGNdETd{UF%*YO-k}SO$1TIvGvQYNo@4M{vZCeGOlHKPvYl{d?9l@_VL?GJ>w{v
zd$@^^j=-=Z3O<$6>;5Xc_>XsQ;vHcjfwcA^KFpcQt7mo`9E{ghW#BymbV>CqQE@x{
z?2;6FE<c@iwq6<0ti;O%X=@xmyJ**v&5WOzo;#9z3Pjx<ABS|ipAuT>x|EVF_t~XI
zkvrY4ett*=!tMhE<AO1Y@o(Bj;9h({v+(_sMuShaQo&Ej8$Zp1>9s)o>$rcg=vuOW
zW^Va2wY<kw8RYC4`BeP@=DeHYSBN}6t4?ezv~TRo`<WN*I)glgWl%ouT%3&KngMQk
z#+|G;hcyXx2bf)6tWOLiav|O^yk~$$ND4Y;xl?g;yCm~ifZk%{=jI3RW1e$c@pxOr
zD+#=Y*=M(ml2|%29A~!fcm&o3#qGt&3n?2%MO6w0I2{1(OtXJW9wPAt#I`zcp6>GZ
z2tqb8qa=nWpgx%bs7;|?SxtFwsm9ilSt%~AIo-QzfsVOu<0886hhAiNmqc78q?15a
z2V^ZHI6v~ow%{|8bB-$hp$4(yc!jFp#vp*OlkFcQm{!L>c(C1_qlyCOp01~;S_p0a
zRBK5KrufvbVljib9D&#$@TiwiynDH>UUDS446?ZZ<y-FpG0^%7^=9}h;%V%gR7>k7
zje(T3lNI?tyh$B%+x4z#{vTag%7akU^yE@OD7OH}%l^ud-?2PU7e_m7;w$T29{WW|
zt=b#^04vOq;!`LQebBFrk9yJYUy3!~3hGncXi-NzmoPQFkpKlj`o2n@WNjOfoy*hl
zJu_Bk@Ql%DEvQI_31gcDozauaaussQan_sRS2{kYaQDjFU;(6zE=wS8NY7k*bq0Vk
zHR-QzuAfuAvlg#+BQU~{m;eo`4;UW3>!;E@L8xc}^eL3P9iU2%4#kkE<0Fjct#vy7
zucPYLU)jDLxr1RK$hRDPxak_VEL8NaJ6N>v%E@zX(#)3@%8M9<2bApIrMVcO3$ckW
zJWX}s>6pHq^X^%n?gd=$4cPAfb@k1bv#06)8`5>#H;maEbw>cJGpdYWFHm^Je7|jP
zqWyx>+8sOxfmP(5QN82{+nDy+oMN*ZQt>~Cp}Q8>4wmUMm>`NTydA%Rh+cz}llf3f
zS3PkxeJ$Tn*Y2*e+KirJ+pc(2`>0#j+PrJU9xK!}jcHRuNiDX<h|t6V-6|5y!B;<z
zemSk3XT#d&w{HwCA-A^E;~VZKky9!M%-eVwt&fK~CXm;<h0U$QHM~r*Z;_Ygz}!#E
z{65qM$BSx_Uqg0Aq2_t4H-7hq!S>0=(y5_<C(f+To;kwf-@o#&b=ABFr(WI5du=t=
zp>c5R?5nmkRXix<F(3{HBZ}qhbbk(MmUmJ3f*XkBTs%m__maB&suf2Y32bEg^FdcQ
zS6xOwF5%W$9U~Ha>%CQ9qkP#IVb3*{*s%kj=j;V`$5*}75Zbd(dpw|#Z5m`R_f?n;
z?f~jKR`rg(ruc06I{yHM1a~D0;{`W+m3+_#nb|<|&M_OviSs{}yNFTjc>L<-k!uC^
zsU5TVs}ziQh;Dp##|FKNO7P~j@j%MjP9U?lIX1-XjG+0qDyUwAs~p$5=_f|;%c!)w
z(!)Zn=SLJwSr`m`{2k{!esl@5<~=*XlC-xPhO2Kf#G#C6`7UwMkAK3s%V{m3)MCCi
z1sUYRK){9Cqn8;SN2Pr!;}40tu8k*_e#>%RBQDf$nG}Bs;9<H~k4fVlcUjib{_X(;
zdsZl{)kfc$v6jvcU&QvH6K5MXi*=}KQ5zTyu()?%=XMnJUBekqYV<t^!x!EiXs40>
z(CoXuPniQAc&)z{YBOotv|2U2yfR(1McPyQv{R1E2hGnIr)hemmy<!J+(MCFq+&yF
z_jm6fd!9J-pjSMP#hT65si;pC^DtX+h|zPjws~WpV^Ujd4Rfd1T0^HtX%&+XI^q?4
z&c%k^?S=s3j@kC<U3RS<jlh#k)T6h8Lad1Ku=6~@^D3}Ad1G4s1M!xJqIh=qPw@<K
zq?Yfp2+g^XWFwLqMaWml>ToC-&uShUUl3hd$)!T}&?>smj$1wOGBOW5*QNM-z`9n6
z3+opaaNI)-EhZl>P86Sz^=52ikCbP<a(aJ{Ei}lrBc{h^9QV%ZjKerAyHthG8%IOy
zT_=Jpb?e<K>}tMziy4kMjHiZ&g1~3CMlw4Z1j@Q^fjmj#TT5>hYF7(x_bT2+f+&w{
zEK2f6IL9C!eZ_Iw&%;=>dz*;^Ng~>>m{aB2an1ubZruKL?$_F-^{ifB+(h|*;3J?F
z%HQizYqK3b>IFcbc4lST-o$!R71`oi_Ko4qIg)ETv#LGZEh`AvZH7X-_L4bcQut=#
zTYVQ=@dVQq5L%l!Q3>Kn*I;4?LxOOAzLnlZ;r{>&9~QF0@-%4{>zLGhitYD^{{Uq0
zGhKW5TS(9r+6nFBeL3g*P0yeAN=BqE#T*`3V0vbmS3G~fz8}?f?Xlgl8bk!M2Lvl0
zP=8AI4KrWR8rxC1f=Jrt(leMrSI?J>Z6|;mBl%WU=CNzy&kkz`!?x-Tq=jSq!FH|y
z7$00HuQG>1ywLRP-98I>B$?s;?89m*<l~k-hg@~ykheYd&*I;Ud{d!b=+ph5>{5>>
z?F60Zg!C9VC2`zltLZW5`Zk*J3724F=5G7v@f`rKKk&Yrb#nlh&nk%)&zXF+lOqMk
zss8V!P}a5I1nIGTkz^&{UXVLYB#t=Cx%mP7Xcdm4d+je!KiT?S(|xK=W7`=Zuh$%X
zdsmWtK(z54k%=$vOIjR66<g)p0V8*=M{`@cPmAxhJy9(DI?W3CMdX%lUNi@gG55NT
zPpxvkEE>*@a)(vDH+NDyFjm^|w0)azPfSxO7`hB^tzE&RPkAIZ3Z`p@X8WrelGywP
z6ndJ@)7HUtD`Bbr{@Vl0j1r|+la0e2I=8t!^H_CqBV>{O_&kov+ztYt;rjc~QS}eQ
zI|~`4y4NfV{g%mA6<x)nXWPcz-P9ary_Vs=&2FA!{{XxF?tQ&$<Ie^BOS|x9l{TAg
zYL^08yziLc5>zieeJirG__N}F5Z*1mn_+B?5*J}3u^UDQ2aTtndPZ$Cf5kuXJMmS%
zpLEXlT0|z|W;}yC@Ty1qBbwl~9|B!!b`7sCpl)MymEeH`I|Wr{1hXIZa>vrT4JJY+
z)ci%Lh97UaRhlTiW%6Rc+#9$&pQUuZFV@!9JBL%`T7W#gzUlXW6*R_qbUM^9S?RiE
z#AZ2`Fsq(AuTRevxn-(-i*}lHnPrisWk{{pa}-4m&-BBNmBU{~nx?&HG!K+-Eq6vn
z;7by%itJm)xBeBKt}WtOE@Ol2;rA{VdCTLz@0SPCft{4Lwzjb+n(e>ud2E>5->E&R
zx@MCMh3?|{{{RoW?^;&&Gu~RwtoW`3j(5Vt0<rztpW)m-_iF2=@Z^@(NFtkK%^7XD
z^ymPjN#y=0)!#;i<0J_YcX?;;9&kPJSicW^EV`x4-XYak&pJl(MQJi(JBP_#j!p){
z?dgi@^xY4{+THZ|m29>h%{*$aBMyNBILJQyV!n}s!2Tuhj+>{$X{}ltYi3zyY2y+~
z6rJv>!#}9S0Nsx?)AT(??ZwPmO{ST0>*dECvWTHX1fJaEB=gkQqiEV^ml8*F<?lvm
zS$6%#0|T#0*!Y93*+byFe;fFI>N}m&f#s+Qu7@CkG53K0{x#vcPsQy5dzX9bkFiMH
zGQR^K?*TzNv)E(4kIb4oXV~v2-fp3L@#=a2E0poajQ%0`f5Mj%X|_AyjzYWGW@S<Q
zWpSJggPzroAB?np8&I{>{5rqd&2YwT&c}t$JMq^e+Py2relWMxd_1wq5Bf#R6_(Xl
zme|YCkT}i<9jO8G--rBrtZJ=ry3l>&FlJWWx<>8D9R^S3Ry;L&^6M~J=?+jda*L3N
zHsRPY;dsv-O>X$h!@AdrZ>;VtH0ZRu0&t3~B2SeHvk~(@JvkiI9uV;V0D`<3EV65Q
zz18j2$KHa_`B8;JP94u&(<rgxe+*e^Gp4DeU0Z5UyLoRM@r0QH9P!90k&5$cpA25z
zte2XdlS8Fh#Um6(+IQ~Z!l~{!{OQ`>xpgmythHS(%vo3?v`|Akv4Tu)R%em9ZTw)K
zIImy$b7SKR9VX-c5}P<ho}f&LBgwu_zjal24TtMM_B#Ingg*z9MzEK}*KwH^{su8e
zaOF`UE4VWS{y*+#*1Tupzl|W-{f`reytBR%$FQ6##<^E=c_s7E_ODg=ljDCCK8&6k
z&~K$n$u2^!-KdJ7?DDw)a6WAQ72$Uu3nsJsMz!M2MNDLFk(7a#e&vbA0sQC^?$4t9
zAMsh^@O6&2;vW>-K_r`*<7;3PKRAp9KQRO8`d6CxqsRXM4>g@?&t9?Ls$N4INpf8c
zynBJ;0D{Fr_53TsEi8|S?(Z$3jvymUMK7UVnA_O(s}_0{y{j9g1z2GeN!f?qZ<n)r
zP(D<9AC5jM>Yg^zZEa+UG~E~GcwvBTCua+iequBDSB*z;KAoi9y}v(b<bS#U0N4JN
zrkaiLF~FfDi4nGu_YjZa`g>K)4%Ib}6hUjKe3p>L5>;QhyemKWesssMY4J^|tag@v
zyApl>0PgU+zl-_TOwBFV+2Mu;`w3-<nLy!>9Ffx}o_RG-N7Ci8x`ORWyn7YAre)YO
z_d@fYeXD7-KN#rtleBjuO@?{Q;@K5s6FK=~+*p96dJjqjeGQ^~DboBitXdh`TZo<y
zw9UF8sH19<9ORAXJOk;?Z+P3qz7g=Kg(k6v;^G!pw4TB=Z^BgcDo8l59*_2j@vWp6
zHdne`rlEad1afbJO`D@kD;80^KI784EjQzD!|g-FF>8J!@X57dD#+<*L5=zOw*o;v
z*aM!liL>f`xfY?Kj|(3ZYEH4~*3iAd^AsqK5DRT1rtW$UtZ~}EF1$tYC&b#_)z8`Q
zCA71Wca}J!K3P!2l?1Oj1Ftx*PWa#P-s9p+FNVA|3u*ovw_sKsp<dzC{I4KhFh7NR
zeQU|QJ*V0m$hU%AMkRJ_tP=;EA@B9+K~YxR<A}Ho_Jh1OcW*iBdCq-n-u2C5D?bKV
z_*?r*I~mp$S-j2UzV2i=MPq}E41t>S=``ilbxE}u_eE$}6b_^rnN9)Q=tgS`QA^Es
z?&nsCOp$rpFo2S&{3mawKU!rBmqIOJKBcDIE#wx?7GkPUpd;mMH)3)=xb>`$GSnbn
zD6zo#w_~2CkI+}6_*&ZYNw~a8n15v5!z2@VqyTcfKHhPM1Msdf^!cQ`k4-|mB%28)
z+;Z6Cr%C|ye-rq-Pfahw(fDrXCM#!(<~cKjY_16dpHp4Ur;N0XKTo#1S=ol&%_Kbh
z!}v})&$W2wjiTAdr{B-2MYie&2@*(g<`c#gcO$NAGS^SNlI&@So@7^{Wh!>Y!E!kO
zoGBeW#R9SVE2e3BXNqF8)$gH><@})0tiyb0#C6zs-Je?U+wX*W%)TwYh81YxxXi*x
zP%1j-B|rpi0Qz*Pd_VCD_ru@lI*a*mqU~9DJw1Uu8qDzr#*IS4_kN#xBPJqO%>=6<
z>Z`Y*$P|c4^fA65coOGB(5BR)i^#aPD<OUUVwD_y)(7Utdhy*l`u=-!aei_>d>@v&
z%fBCZqsEcQ+OsO!$T7ox;yV%En{DBn+nBt|Ygs2l!!QMvQ~j<fm+EMIIMPj=mimjy
zzIkLWs&`>`u0CcTc;ddAwY0gpvPk@xA&M3Gq>cLH)DfS`xV;0z8jppvYjXv(cMTBV
z)QtCB9Ao)(twXN(gH4S;;#(W<`I)!jQGXnBNQbF)bt@Y$^cc5IG(R(O^B(<rU{^b@
z>ozwQvU#@5<7;l)hHbt0t|!Fb5+t&YE2(tp($%JD{P@Zk<aGPNNNk*Y)yqqZUl-`t
zS6&~wXyiCJb>&+;?jPM01&<+~%G<<a>`~7w1~>DZOrSVlyN$eOiuWH6cq>ekRS>}b
zPMvQANdVuMk=K@y$E$S5YT|Xh8%ep-q*?Du&AD4KZ4J0__q%SdZSXFSW228UMQujs
z<@rNy!*}ByIuCwm8)soZg!J2=-o~3hc2~?_l!ZKhoY&8P7Ca}eSV?23X&Rhz#cn_e
zBVtYC<sGm`Y<+9rwLctK>9@D`-b|MFXumW}hllHo5ArL*HQDtK5bG1)U%&b!3ab{?
z*}burY<0$ceJBz<{{Z2?fowH>Wv9NK<rdHhB#m$uM{|v#v(R!#E9qW~@gL#uh&9M!
z{>+YP@T!2w#HuQsh2)ddpizpGKx>ILCAZTyqunwrn|@Yh9P^JslU~=WY7$vSk?;97
z{p^1+>GYs&>U^F5019VTx6me??nu-@SMml`Fg?iR<B)M#`X-mEL2D)4M&9KP&4yjx
zWB&koiym;i;8)PI>X$KGA-TI*ZJ#RJe(Co0rJus~H?et9q&A7QoBfye9)^pB&o2Qq
z_-(Zvdj8hJ*5Cr)F83gwRY2!=*PyPp4;pwf-9F2sUCTV5^3pT}{oiF7$Gvzr#A{;(
z&yf^tBea#%ILh(|Ij(Zz+r|D7x@|O@i#aY-fFfgw5cg82kbS9+$IutPDTZ5=786Y(
zpPS0zxbE9eI2G)kCBD&h9WO_^wnj_4Z<gjeNcJx6g^`P6Zw-KP>TBi?hgQp}>pS%+
zBx5<)S>p=JCf?+A9B_EALf7tmL-5-9FQ;a@(B^D>gOomv&;9ag38S>t{vZumtn6=L
zmge5l5fVup7~7m25`Fpg?_O(afo!j?wY^vv?PZhfR_K{&06D|6bo9?Pqwxz^pGwkg
zb-e)^YYjwv*eB#W3un**KdpJMfCc`)t2ENNog+zP@`v6{tHH<d4u47kEe>B@@jdyL
z;Uc_gKGFOmg@|$pQV&|n)4V0B>JIS$u*eWPi4P19UPf_RJ}L_qqXnzs7(}fb<6sQV
zOEY&pI@QfCYdbrEVGL7CCF&~6D;x&-xnNIa&uV3mX!<{hv@KE%QW;X(YgrKGh-L#g
zCt)0c)0|gNbqe1Aw~G4Fl6hV=Wq2cvPbYM|clPg8d}|33Y4$c7%Uncvw34%yA#gz>
zs5r<Ko2dAk#y7fUj-7cj4LUh@Bf_Xrm=K$tlm7rgI3Cmp)c(MPSvz=W+e<XD=20Ys
zNC4!b?l|M45_*cvvG7Ip{)Z*=TZpcqKP*m2Ga?_GXdMr3dj7R@&9}1DCD%MD8d`mV
zF$B?EVZ%D-&3p{y4;ZcMzZYEG+USz#%^lqG{I@pIsq;oY@|E->KR5KC4)4I)XM+<<
z@?)N9F1*xb^Bine2PGFhvFn=9@qfn;6{Uo_7l!O*Gb=xxd9=udLB>&3WAQu=!m?xV
z-Ijx>L8)spNT?#j3dw;U@sW}^&t^47;&?n;Gk9Z6Yl~^)V=R)V$kONKV3_;Jy>UpB
z%Qe3Z_>Su7b)~l~@<#*8%IT9MAjtzgGAq=65qLjcu-0XgNiku009I3#4#0xDgADwq
zKb?EkkA(EyBHG&){{U!l8nZN=dU8DmD_+A*vin2c$-DQ=Tdp#rr_c&64n{PVmeKz1
zBxjqQ-Tq;~=i8H9uZb^*+f&2a*D@%QMrYf*>Fd~I+PxQ1p7-qk0O(UkWB&jE4BLLB
z^{+1RHiIS6O-|NkxSMIWW{?FNzW2-S0X+REB_2QG+j~pU@WcL+u{x}d$S|$h71x~o
zE3S*e{sOb`>>7ofv)bRHt1*H{+|B4lc?P{p!5$OSW6-TF)+p{;*E@qAkDr;2e~G&1
z-jl>Frdvq%H*rFn*KXxupP=uNL03EvUGdhHV;P5J*LQ(OmX9Xni1*%3et)1fwc+m+
zL*i>`L~7AIUn_jeybOKdJuAxmPvD7kse|d0HS$X)(4cOSaxym+;Qp0D+RIkZbu}7X
z+vZq<Oh6$No~TcJamc1sk?WQ-+h_>(x0CsDY8M;TWchLYD(-)TFc{7|)ejE%h8vri
z;%lESbaqgx{2ctF3_AUL)+dNG`+Zv0Cu@vPW}BnjO0#6-jpa{Hs%X)CH>Ro!m?k$R
zfwz$q?FCC`cIED;9{Cgq?f${1ktg=3ZSrL$=jHYLy}=*WsaSYtNU^fGyU^_>azPuU
zkQn4uKd1EKvSPcG&2i^^@y44aN&Z&(8)$9${4wkGu8YHy*=t@NdkH1-ZSDiY(S6^S
zb~<$jj<f;IK>jxH>}>X)QrVZ4;(Qj8KQNcyj>nqhd^w})I;N>Mr>Z^5O5eQ_WbS;Q
zn<wdBp{fa^llv=4^Iq$E#U!{pOBF6#4g3IO=IP0=N%&dfUkhovh5rDCd{WTd%Fu~o
zl1v4`JfLsL=h}d|;~qHF(#=;()7oD)SQ8G}*f(|Me~e<e{Rc`jytev=v14?y@#RlD
zD}Up_9Q#+>cb*aWec~wm%S&5%+8wOyS9ECE<0NDnZP$f-7q5rYFFZeMJZQytk+)+X
zM_e5GQn@_GpLj|wJHwtF-DPQM7*+;JEhG|~h9~bhJdLC3E4LQW-r2sT^6f@nGm*yb
zhaQ#So;COmntj4t_%8Y3Qh#{^mL+n3frnglAe!&BjXw9lJ_@swSeazJzQj?c@wHWm
zP}@4YbC5GY9FLDR?LbK$gK4N+S=!ug^Y1190G4U)qwfakUU~lj2}Y}=EShhG8qViW
zw1diPw?#uMZRN&s_juzU{cWvd!f<$s=uL2veVX0BcgERdQ{8~*J%wd>gI3f0KcZdf
zz$~6(2rc3W0)T$@?&MP`9A|*<JVh?3ZLH>PgpkC^g;MSF5!Z7b!=-y|_k(;WFD>;y
z5wyv4WIJEXByC^1U6-LG=ku?VVYs-rZT9lKP3nwP@$M_tbdM3;c*Z#VH>*q_kpBRx
zxJ-u(InTczcxUNA+CG@E)@1VTbloE3<!|+im0;LX2OtB2MmhDb67i*%izT1zc3Ov(
zYWQY`4WUNgyhA4?f&LSU+3<gc>^v!dJ>Ax=B=<@P+QV#YjMzC=CpkFDuEj1aWw}e~
zVU6L2PnlF6SoPp{=sozPPRBjr?-%Nt514Q7zqRdzDQuR7QDj#*EO$2CoPFb0t!{iJ
z4btkmUxu0uL1X6)lr9*ySbuza)tl*bD6hYFXXi=tNWU-K&unz#-m$Lr4O%N-^gAff
zzSaHv4_u6af%%F6ZRf<TV#ipGudZaWk-p`eF@pPKA%BOt<8RGdH@fA=+EUh7CP$sO
zN%I!Rwik@!sI1LrSGv-a>H^d47ePX)D2=-vaKqEJW#}IfH4SF$+uhDI*<<^$%Ab4t
z+~beNfU#@D8ja?bvCXGwkEkhpY%#aqJzM1mk4)9r^h@nR*X>E9$!j~QUnzd>#vJ~B
zm8YqArfVRE^IV80`yW5(E6X*niC1cpPo(M+Tp*A}s!2xWN!@}vWMY6l*TIS6PX^e>
zq6nm((Y|OVExDk{%S9kK+=q>%bgyS!cHc?R-dmURZv3*zyY8HVIU~^VUlm$j__tEA
zj%ZqFWj}j+x9;0__j8(p;Wh8JEv~Vz2%`QZ3`vva`Go;v=<8#q>dkrL4Q^=l8@7cb
zw~x%i+c?Q`H-8c1A5VJoPab$`-^AC^>X#M?wm5=rNj$c3{qhI#cE_hR-uyO?Me#nC
z$)u{pZ2tgs`-bIp?0Ng&TJzr!cn`(n#J4u%QG{5-`^ckbDJe($%B-N{q31LSZh3yE
z;JeE><Gs@EO!5zv(niYc&hIT-oa582Mw88RZ{$H`X%)?=32`0T{nh^fXKoJP#=Rcz
zU2g)scKU^wYe(7`ADs?(4l(`SjDD5YYnJ{U@fX<clEJOh%lW2{A9tt@JNq9>3c2Ba
z9<cD(*VcK~Yeu(_H}03rgO0y5jl=M+pHR{?!amogLnLW<?RK(_%^M!aZ$cmYqODJ&
zu9Lp(M!rfn-rb(9_kx@bp4G3XTkBCoVmC^VPP<^_e5l+LwRa9W`%?oh4-Dy&Y5JVH
z*op*bMC~rjVS(Y7>+f5B8<S7fb;%}z`K{pqD#aeujXdAFa50dq2~qFpD+^Y*)n>f3
z@I~Fy-&s!<S>;0<rFWm1Bm-{T@sDcSp2NdhLZ#e5MFpW<$`=yvkM71-t7MPMJ81~+
zEGD_qucJDzi?#>{?=9v?*K+pVo`)Rq^{yYpe;ceVHPIf83SPpY)us$pOr4lyV6Un4
z`d1;pO8A2!Nq2bG^Frn25UBgZgk|0Lf$!<>T^EZ!8+b!T(4wDC)C{_`+lWy6nMhpk
zk$^ugPtE@T)}So9oL`7OG3z><64<VtZEE1{^D<?1AoGSlp%uzmc(YlyxRX|JWU!e<
ztdX2B`@I15@0@eex{U+CF2%L)5k=-%#2QwR7Fc8i;1Tiy-#74q%~4}*;%maMac^mB
zb2)*ol0PiqV5yU_I5^1cO)|7NdtF$^b!$DmYXr8N%tdnBnB=G<J<l9^*Q`nK(@7o`
zz41JAv&iWT_SU6HVv;Z{qX&!)-<B)Qwd)IQGU7$i+?Y(pG6~D1kemVt<ZkM|)$2YC
z*WmFNhi<fcjqqOSf4zi<81k6>_y?RR$;Y^$8RxpKkBS!EBelV>Sp3);A_vG@924^c
z>H)=c8cd!l(Y!iBeVQvvm6k~*2NOOxZgI<@`^S-wy;S@_x|NmHjpe1^k!^7KiMM7w
z=c>40{=Zt-@aDG$rvhlxJQ7@f@i&dz5oTarvfP~D4n07i48H`(hD+-`c5gZ>^W<E_
z8#9LM9I^EUl>OEnvJcB$c8B2&E5q94Qq3&)P+h`SGLhhwV0vWZh8a2faa`f>z1ET9
zd&`|F&S~~ZzSZ(Z%<_Kd>b{4ydOfbMd2OLZZ#ATm-$?s_k(MzFAHC(|@*Alb?Le6{
z9u3lG*X7hTT{W+*^(9#DBbVf8(`a4MILTKS%AR^)@mW4Kys*;sGvMUhx_#^(RkWk`
z2Hs`+r#p&}+-~RyKaF;l*ZQ8MJgF{!(<Y6UKEE#<9F78y*10R63deJ%YZL3*gm<^i
z6D)G8<yL>-0QM?zkw`;qVzjc33t>2t6t!D6Z@ddzw(P3+E#@A3?Wpy?7F*~SmfCfd
z#8cW!nI!VJv`e?;JHhN%f;w|t4}o<NsYz+0Pa*qE5}lxp=*j`)f!7^BT-KfB+C}&p
zL3G)1EBx0aN46Eq88D-P##9XCnq#r)ULv-GMX|M#YsgyK>mmr^lY1)>ox4ckK<UZo
zYs>EZM;4do=~v2Sw?$3N4<mbHEBJF+S}?ZOTJOT?BhD>Hou)Lb%42ll{W$Iy+Pvdd
zd-HoNdVy~-82qFa1E1kjj1R(rq<g6GE`_Y-<jVwU94f32$-R>wIo<bI@tk$%)}5kX
zXjbvuPo_yUmou;LS34jWKY3U9y>o+_@!t*jYV%vTE#$x1Q5l*-q$WoIZt0x+*QDIX
zru~hgmt?ndx04!2BAI1oPm(Dcpd9?9b3j<@ZZ&u>w25_1MmXhtE_Abf{{ZU}2{#xY
z1TyR=A#ySf2c=c;L+SE(j%zriXv54}+s%?T^H@joM$4a+HbGo>;}y*47IyZxmk{fb
z%8=b3vR#F3#h`LF$~eJzqyVYw@|sBe8?N|k#Mh8WizKeD$s_~kR^+6SWSlAL4tbzP
z-^4v0#`^yN4Ih_v1+-AexmIYxF?T8e<m2UD{MUzSPS?7n^~<QUY2=b`DEy!XCQYBq
z1HF32m!o)!?@O9pC0b2c1Kdj_j9zw7{{TMK!vnXt9dWv`G=B|U_>SuGe-TP1ySRo}
zt=P%)i-5bLb_>-BQyI_Q$m5Oyqs$sY>ZrxGr`-hS0GyiZbRBBrK`$k!ivIw4;V{LN
zr`;qK2X0S6S$eLMsc7&=2Bj47d7EA^+(t&+w;$e8arxB#5zr;^F1rSm709z^4E}La
z+jb1_7Y8}%$e?Hc*8KkfqKYU0qKYU0qKYU2cuXN=^N_GALXdHW?d*NUK~CJoLT7+U
z1KjogRN4S4<S%O!5*Z_Bov<P~+NsYi!O1*e4uh{fDxF!lxi<nJQ6mt>BLM*!#!gO2
z<dc&?5xnzAyCjjBbDR=L&#gs86aZJdSo}%w)tAF3@SEG+T<S8ZjF~nVm$=$;NL=7!
z9f|K=9}T>>1%yL$D9+sSeuJs?;=KdmriZ0!y70NzSAC6|`KBTX60jo*K<cA8Z@_n;
zOyV!D68`z;f&mDWt|LLfH~@eLsi|*mY^-k9B$(Zx0KVKOBxeD#-^#w7@Mpp;GsIpa
z*Dgtp=G~-Zwn&yZqKG?Xu&!~sJ{3U72d!xMllF7b^!rI~zqDqGK-*Ovqhjvf-~|GU
zi<uuc=$iC)5`CF28q&sfkV=L%n1i>2oujGaILO6v5)?8qjA02l2e9p0`rexcjjLVh
z(ayI*+D(Di?zqP%Aoe}07J`pL@YjpiPt>%db-F8fBqHh5mXb)=VTVqHaf<dGPvVDw
z@6EQTnmnf723_{h?L)bK@0dDc9Ap~#n%2tp^@y{ANs5u3idz}!oOG?LD_ulhy@`aW
zNenXx)NW#@B{S2g>(l$(P$rM0N5<=GBOizSJEB=cOD5?hNYw0LU5h{Q70-Tam+>9m
zovR~ixy`(7zvKWW(fmudxA@mLbKz|kO9-_sT6RmYe|(^9NhD#rub}l6#Om6eg^Vww
z=)dZu$DbfO!+S1z{b(l3q4d{*yhRVhc{LTAb)*YyV{~${+s2VE%d;MU^y`vMKjAj5
zap9|tUdqCIi>n=G@5r=$>Zleq`Q}aEHyelqap{`*+rZkMZ|(HWa_UPz3|!r--vm+R
zw%?d6j2Amw0AslAUqpB!!$|Q5h_vl)#^&Bhmg3?|Bxc)&-LU{pxaWb`4{Aba>pm^$
z+NPndX}6Y_LO68WX;`A}%#Kx6a_6gH^{<w0HU9t;=<~^Vu^?T?%tABr_UHAluzY)Q
zd8P<#{7~xmP_LOH#r~u#5u6jtHaI8puZ%o>t?ByTi0)v~B96mKSvE(*C_4uwhbQlQ
zb)f`LRM32TH2P#W_ZD7RVnAX^A1~f@9+~y4+AgW5Tu%CeN|T8`=pS@9s2;ieE6gqC
zwXyJpy^V`BxA*QNfP=RNMk6OZG27qsuUq||yds*vj3)4<{e&0x_FHczyhdT=I3NVe
zV|Z>l4%7{qzBtl+VRv}Co|EQV*ra26q-Iwfc0dm7o^xJVrs;YHrDu08rQ#VO)Ck!v
zwZb%H;lAi3kV=u$Jaol<o#MaR1L6MwguF?pcvZBknb%K|;+l8@o>z<l#AB1!rF>c9
z?-S@6=Ain8rHZfHXOdZWDDzbu@C*L{e0ubt70dcgt*0B);rT?92FeL0;kRw%9Ch@`
zrfR3el388&drs2rmeq<pi)|0i6;I0U-sE*PW-kYLgIl?`)^vR_rJ5~|Cz@6`na4aF
zp>OyOE1=WvJ|JjUw_@VLB^S+$i5gGcgzL2wHhy1y-2QaNb2j>6)U6|mS%0(Qwu}8^
z{KhtKysF3UBKnR^Rc5r&HE6WmEct@r1W7ZWm?>kHUK<;$XIX(X>m-9;GWmChF{(HR
zW_qysv7h11XX$BS;tS}PONk;50y+_y7B%@)Zs;>W6?K0R$Y8e8Y+WWZF-P-$W&7Jl
z>s9sd26&9k8@!*|cZ{2wJ9TFf#tFgPM^2qbdhcb>d@rZ!k+txX$&c?r3ho?Xag%}8
zx~~)Xlxyg|AJBAIw5SzOPk9>=Aj59j!#O08mK{1!E1rGfUkk$&_Y(NeOLvHYDKN~j
zK7WUBCjmhj<C9mfycKoh-xO-M_Odi~yCXknm@4JfLV&8fRQ#i_0Dd*nO{M5pQrhWS
zM3-0Bn~&OVXZwXf$-)oEuWn6b-$OB%{Sr?u1ZDl|w&g3gsGu%#x_859;JcUmM)xvW
zGM^<EX@27jNf;l+TNh_WixyX~3yqTDB7S~ty>ry#-l*Se*Q&-3D~+EdsBr9l?soqG
zQ(kj*d#+x`d}NjUn|ujDBOq?rsz~ens2S~Ab<UjDuXzM0fj@MQo!)1Do`R&CTT7OY
zNG%i++;j?8dv*D}1$noHWrodcKvpuzIrET$-eMKps-bxp9R4-l>K+Y_`ts85DBJAJ
z``TDGvJO6E$RzXA7@$RMRO!}mr<ZV%M<T3Eys7!S;eU#+X&Sm~dSdB%6fwc}R}9P-
zX_b1shr9Fg`*B92;cpHbm$cPxV6uCN)gXzKtFA{>`F>|SWSZ-IHQ@a|)mu=NBvrNj
z&8red)eG|x{`aq~0CgS`veRNSwxQzdL8*xNgl$hRJ&1A-N{>|dci`<suC)zk#3ARn
zOnHkUWmi3889Da)*Aq8~Y-W_*%@w>+FU>6S#*gN0&UbF*ja5sp2HnkU`W~NdvRb;c
zT#%up+tlv<A7D5Xgl%cI9}n~i_xN7o;^l2u=V_N@vr52@2?LLy#ai)%wz|v06HSgb
zSlL?y$j;c~B<JxWv8VCJh2z!cu(-JUKVLFZ-f}1(!hms~Kr6Y@w7p8|-8DFstn}_=
zQmOO1e+hRzI%flqOwb2Er!&K+$7!X<C97OV_IDAc!V?%|{Cn4wYP!vykE_k13t2L<
zD&daQ^6{1+gPq>~wFiqlN8+tM;^rvs(l|?yfDz{7yI}tSF<b@oy0G$fDK37}j0-H8
z$>)L?b<TLEQb(+K&&9UZ(Z_G4`2ysP&KLvbuFyiCRz0eh!%KUePWByhQI<EhwYwY8
z#=G5wd&XD+@{OZ4<{A!}HnDyX#$}2WXP2COpm%SrdhdtzJqt+Fu0GC<IQt}*3^y!r
z`O+|jQ+Hy(<2m3HKr+XMJXX>8*7s8J9go{Arjdk3G+9gsCvMdQ^&NdHs`2gbg>0-Y
zHAAPxZ>Y4a(6}2VDpv@lm!Ez=r9tAaiJl77JQms%nq%oY<VlUT!F;gz+`D8>i_aL(
z`&ILu?f$LeE7doXNqcpH96$`@4uAoSeqUMzW3ke_H8+kUxW2Sg_K1qT#J_b82P&YG
z$>X2Xn)FWy=#JVPng#8oUTJe2pE9^Ae~%!Xe>(AVW8#f2(p3pPtR(J~s};{5#e>ry
z&b_Zk@uz|OFKHZ5N%M$?<bikPvCqxZuX+Z`x{tzpb=Kmz)8t8X>r_E3c?l!B_0M1l
z>zeP+iS&IM)hxV2a|WGzw{f?PjDu(Jo!C*5J6DD4J|@;R?Mhg@9&bFE4(SyE<(s}o
zAbm)$Ho7;HUPvz)<hd`k_ma+7ae_`sJ*W#`bLl@5c>6<xNNb%n*7inlfpfGFPba@>
z<8JMAy;@6a>)4uDBta@F{pQHsv3={!uKX{nSm}pUyNpE`DmIhze8&R4kHP*H9wzW@
zw2wcRJWk$Ir{0fi5I;Xk1+m=tB{fY?UcIr`8VGD!F&&&~gaDDj^=-Y$>S_AsljA>#
z9x2tdPYT(^E{&wi6`bnCDPtPsj=Tmrub(_ip!lyx)nT~2-jYu-OLkdu+ljyfoUVT=
z`yatt=YqZ(Y4EFE!Y>*f`h>48>1Kc8+zHQK1tC2RyAOoA?Vgde$!Vj8`9yIY+j#16
z#(JLh;@&v;e|O-9xxVqfs5J{?wp&;s8&s)p`Dm-yk<j)Tue8+ZI_8CAuj#&T*{{_k
zjwSh<G9I6wQ`)|J{ihRAIwUumO}_84$K_o*sb*OBWl7_(&Pkw@-OrBU@omNZ+ry~2
zOB^zyDv|fT=pl34wR6d&L8#B==~pQ7IcD<8vV=f*`Hpi}v|TpeR-G>OnGV^cSd=LW
z%oTY!$3cKI^{+);2g7r0yVEB@FkQd9J3u7#V7qfn)a9%+>%R_Y8qD_zzT)Z>jv)~w
zsunxlh#x2eAN^|c+3zlHQ4)Czs${4=v(~+y^j`t?J80AG5$#>)?ri=gYV#diM7_{2
zp=p&>B>n6}^0*w}{W^Ql2&JS)qe(R1+jC6}D+{z{1P;w8`-(#l06ooFcq5O)Vp3Pk
zlJuzQmQ;_gt^se>n|rJo?AFc%2&@5=;Bvs{3yzDLuc$Ft?JY<sB8X*4&Kb#Kc<GQw
z6bwsEE^EsR%jj8gWwD(PQmjbG`Vq}^{u|Q_7q`=yR&}#onTO_C3!Hqd$4<3JK%N^&
zXHyeNCE6I(m=PDQ+~bo|Po_(u>Az_gTW6AV+Z1fuWB_Lbah<23_n=38X?v?psv9di
zc6$qana|7nqF1gzyNnZDPm8=oHnFLFk{JZn@vy;D{;|NubLct>nlBo;vbyuPMRh!F
z5||VyA(t6)Pd|Vi>x#3vTS<(?1cWO94@|JePv<~by1LE8Q`+3ysESKc8;s$IIT;nF
z;pncfuVNCyWwxI3A2qSY?30Xi!5J;b0DUV4!p40@?i)K%x=C0LJ7nW0>DIloPw-sc
z6R?w6y1a%VaFVP>eZ^Kkx*V$VOAa&jpc%D$;<;?vKe5L5W?2uBxm#+Y^mg0)9E!2<
z^WvVLacd@*;+f2I;n`(!Ha=LeQRqhi4{DphcXpFrCZXbs!G4!9?6uRO3j#D?e9ZXg
zYJva<zI`j9)P5(whlILUg#I0A_SV616q1FN-AC~i1Dy57b4ZUO{{Vuak5Rg|)ip@u
zv(V?8{VsP_iFWO0+NHi{XW(T<25YSG7mjVUd-c(@T^v|=emSG_Cx4b(h|q)O#U6g+
z5r$^!IIo{!@m{@YtuKhaA<S;0^6_tMt%QlQ@`Z(PfGGZ5Yj08Ugm>N@lV7!u%aQ!g
zC_e@Kto+|WKv?UwPl_HAkHuG>71V4c7B^EQa&iPwGbmHFI|bvB?_I~mj}3TUKZW*I
z-W1cV(rtd>rjA6xkzuzPX54w?fsj2-e3N;sc%R1dnV_{+kVcCvpDON=6KRukZ2*uz
z3funxg`=+>M@O{rQb#?eg=TDGh7cEOKGrODoEIbvng?S5YJMQ_%=%62fg9|Qg0Re?
z;o8KN%8~;U*BQ=6Ytl6z8Edv^nvaOCg#Q3&Rgo42*t>gh550L#qp4i@-&a-J9hxE$
z3N(jgXumUZdY-4XXPMhkxhG!KnH6F|^8WL3uiZhn<rvQy>G{(gk4U=sgL|nfM=hDP
zftO;)(yB230BdXDH{ffbzS8ux@WZBpV%D`_;iS8msEt3p97~*iSf8zU=97P?+uuhG
zor6qW!iJFUlb=8U0R1bu*R*{m(3I313oyQJ)pO=WBYy}OAch>!7BO_4S6sTgy0O<S
z=DDzyUMavsvfn?(FfhA1{W<#mA!U6nr-tmJzMZa)pC9fDoO!=CS0nMS2hnw%JHzeg
zLvSY2ZXq$qB~#})40Et?{{Ysm&qvm@%_7`ci-Z=Dy0j6?AW~EBD9d#|)Cr!YqWES@
z+jrLWFZItPtgF}NbCQ2L`K!j4-YD?*iS<1T?NS)r{{X1}09c+|4ZsCpM*#H#zMLB4
z#it><eV%h}ja2;2o_GSh*IV*6-Aa8@SSFd?AriL(?v1?k&m3luk-%v0;hhfFGjDRw
zc{j@>QGC-k9HHo{2e1A0S1#`5)TRSYuol*53+IWq{$~mqo6!wy={h797Z6$7h|~9*
z{{VhIeaHLX-sg`>^mT^f!YoB?ANtL^vC}-08gxYMo~D@YeAjV(E}3~XrR<K5{Y$1W
zpTqKj#%rMXbrHP3yVNgd3L~|-m?`VRfM1TMBnol1@V>p`Jzgz#<l8hZ`M5jFF-$2q
z1gOCktKjV~M$unc)Mb&i3m3IpXu^;;2_{4O?L9kYft9UvO&i2Ig`Slq%TFfoBUEFu
zK%6?{X9M4@bs8qScj2!U$>H1C4x&`<wJpjh{t(&avC}o(X&xl-Q(L{$*tB|&n456E
zSxCS+05;Hb$3E4<c*9bYS--Qp@XnaF_i#VoJ4W;a<{W$CfgY)C;fveLi#Y78*Uh<+
z_eU8188{>V0Ign6@kjP{@i&0wg8m7iywmSwBQcyb4078Tbzm2`uA<B1hlu<erunhQ
zZu+VK#xswXKPl;+J$-7Qihd|~lTguYd_m)U+{=EYp|(Z{s;%=z%DnuHzj*b{AuFB*
zrC8~9MtkjPTH+X`cq552H@bpJBw(lm9Q*rKrPb}Ngi!sR;w0i}d;b7?Z>wY8y3H2%
zSn-wo^TA?PJ?fin;}4DB!gJ3!>s@Dvd=sn*rTbO9Ryuy2BBkWyu1G7oGCfgxG56+~
zS3HvQ#5X#e@rYEm!c=fi?!VeznKge+)$A;_=fAR00XrHg0NWyy*U*-(GWJV#yqzsG
z_F~vvage+N`1P%&wbitpJ}pA--(*{Wh)MiGxg#BM#%LMWYu{=6Rj|`>{h1-&-ppHZ
z{JJG^wr*pdS)jNwMk9TJK1Lrztu^tJrkXUBwLxm!GVWr)dlTExcB(pdn>6!_%OrbM
z+He~r@~4zMZuOuJo(Q}>AKEVU5XMcJ!@CoP`>M*^^{$wBV@B}{4NmsxsPdH(Bp-JJ
z``E|eYsaE(LsZoh?3te6oJWwkJ4XbA#(Vv1+dL_Bx+a?Oc*@>8k3L_!BQE4b9q@ae
z)CrkB8t|<8zPT(GQL<=jxKAtfMGKvwzuGm|>s}A=yc!O#t64Kl*3bzAtiWw-?NmSp
zIVY#qy5AUh(QkYwaR-Am;ISlSoF)`1frf4{TLaR(-$T>KjO?Mly^veRfTR|Y<zii@
zYPlc8KplNeA!>4d4$-bJyg?nsl#13i^FsHQ^R~%+phuW?kU7S2gN~K=b?=Aey^0%O
z0bfTBjFFF)8FrpYW>bV_&JHoV*ER94i!`qm+Rq2}V9aDRQcSpIAd!IC1mp0o=Rnka
zL!quMHBlVx8hM{(jblTPyOjeOT#>kQK%S>#t<8Pl!S;J=iLPz8e9^Olqag9Mutq(r
zg4eEfFBte;Wtr}DZ9U}Wrd_^je-Sx3+3(ZVwERnZBS5$JF+QU(ZOnu3miP5O)z01c
zrsGwKBe@c?FUqSb?7|L-x3)bxPzd5;@D;2Itl_ThWn;EL%&dR9c8)RrHR*l@ypzBh
zq&p#d{XRwyI>(Kp)CO<oUApMET9<}UX_ud7@^@TK19OzX`PB401Hj~033&ujZ1SdO
z-xy_%G0)Q-PDeSQE_D7W)N~uGR|}+D+KZXI&)@$5y_Lq^M?XPcwc)Q5eV@bD*4Fkg
z+FT;-p6(tM!6z9Vk8b@d$UHUR%ln&Dzt()uK5Y4M$i<l#)aQ(!PfERg{{RV3gXC$n
zn}6+1HfJ7nvo<8#{96w~eT@QVq-vHwZISO}m0nrCX7fJxxhLFu*OvIo-$>E4)2_zI
zsRMa)DC7oyhXaxHtetDb^6Gjm&Y|IkXO~PrzqW7np?7@Wko5GgD${kVoqt$KH5K!8
zT~cqd$p-J8NKEIBLGBJ{8b_yiV@=aF=}qRJbtS#Zubm~*Nx36M8*{<w&rD}EYtOp0
z{{ThQ@9wUx{LkFnc}#(ro<<MeRvh~p%lLKReGRT|bg5$Vr=DLZ`S|;U{Jan0Ba>fA
zd`Z)E#rSn6hGjC@TU*Hjse|QlmH}{kXZcVj^*l>dxY6a73s}E={$}r#>|TQ)p7qx*
zr)__#tePF<D`OhR3p4!NA8$Lr=bp92>V6FH@@V!g8#FN4v3RaL#@<<ToRz^O5s*i5
zT*O-c0Ee_K6zXwV?>>8G;mdAm80}{({9Q@<ngI4KZ^M2Og4J&|ok4Fb-cK@UL_imp
zIb3({PbRT%^$!nthsm+Fby!h;?ASQZ-RG!2!ng-vd2Ocnh7CvTvCE$#(&Q+LMkI~^
z`Nn!=)#cRuEoLOUnMR-U?zxS**)M;8_kE}Wh1Qj69RC1h&_B`UM%vQA=Xn1BbGNrO
ztEYI_Yw_H8GsX6;WplU4-s|#Czrs)OhyMT~v!wAqgsi4}=DJpsX6VAY;ID3myth=l
zzxaiyt-g!4AG0evi6q(x3^w5R=cXts$F5jLnhl)Z8rE&T)2Bb~qf$v!8Q_!Z)nz;(
z;cI)3wCJ%<X>g0fz*u2%{7St?t#FqfBJoFu8_QN2oH6Z=YipmHMEQ8zC-EoyM<jn0
zZ)u)4)oz8w#2QlC8+O=Pr1Ju~{t(N~F+jCB4;T1i?%v)YzrRm7ySH7jl{xnvYs}HK
z%c-Jf7b$HUfTBmr4tY>O<BW8#q%QRc<sWbPZ&BOJX(2-wU`aX83V8Rdg|N5O{IPLk
z751Kzm*?ee#dhvE``rhnG2HP_7F*75KG!(&2g<DR9L5LteTe+33oj7KZ)VmO*1zb@
zu+F5jjjG|d4?~{y^xmG{0vbid-Ian_?QO3dOPsOk!)G47YNF|O7kW+By<-~O!FIc5
zg+hmq81(A6!S*x-&!2UjQr#^RPtzb}Yp^5^7ilW&Z~z>f^sa})IyR%B>GnP%(;i3F
zE@qK@g;WM8kYjT*^xS)Q73>Lp;fqMV*=eU4?`<N)K2TP2aq_M^C^`C3r`+lq_Oqv1
zU+GfV$nEA_8B`CG?&L7`pe}LRZ^nNTTivFS;%ycy(%&npMnt80@VP2YdIpzo;Xe{X
z{{RV2ho#+Um$r<;7nAp4h&kjbAf|XCyAKuk0!=#oHC+<h&S=yknEq$m{7ty=&r&PO
zwaeHc)~$4%R(qc*nX?RQx;AaQzGfK78OfwA_C4E4@ibm4(q!_YWVyAI$-0jt_fCLk
z{sMY~^r*FV*W|pjmf9_r_RF=tPxY#Ll1Cf6{uT38or?H!-se&9&bG^SxqR7f-}ie*
zW&_{XHR?VD@u!aNV*6b0XQ*lKBf?6SPnk{$3P&7w&L|a&UM9JhSGfBvt=HL67%$5c
zvpZ+_8y>a5-fI5<5H&lq<UteK>C!xLvK@&d02RJpd}BRxUaR9hXI+-ijVksXHc9ZT
zUu!ICM>r$qC;PR{XjU?5T6}OzIG)lp`K5EoVt(@uyr1VlBgi!0iu#_Pb8~Gv{gz1`
zqdX84F90?Uat{WyB$|C%2?P<vbtLJzXL%iSpYCntYXile98VBxe`xU4jIDKdaCffY
z17zcJuc19neK>v<!)M|9T{_b3zT0UEppr!ZHU>(NJvqUqQ)v0>-si+t785}J9gJ98
zuRcVJkUxolIV^t)!(CX*q)T}LX8U1S(O6-JI~zTl*1b;VEn`Evp2GUhZ=dGe!0dG%
zjCjfPtQ|*6)MK=hRJuffyLpSZ_lh#ZXl3-r;mrVf<=p!6Y9jkhwQGnYAOSg95r6~b
z+w$?A-FdH1@E3(IHMlNj))VY^2IGF#I~7;BLC|)`(xlU_qtq-sx!_w{+2q^11TN4%
z^7;>Y@{8?T#Xc9-UryETr}9Iwz;C>{IABEsJ)gur4|{!c?3S@bbvcQWLfBTuKfHLV
zcF<{hf1fS#GJL4YtMakQ!65p5Ypn3!h&2BI6=+QAjNxG0CgnSh&-RCY<Ji}P_{!(R
zBL4E$*a<By-3$^h-&AaJhp19c4u8giQRvg^hCN&RBkc0cWrQto-yr02nH=%#YA+Oc
zLrT@HKjK*mM;Q50)R|v*u5+F}D~!>6GpP%UIWI4+3QTb$EQ-+d{{U9QCmx+U@rv&u
z7C&jUw0Y;#-UGKVC;G)-;eSs|(iyvRr)t_3i=b%QF1t0TpLx2DU91k#n2rG5kMCDo
zq3bp`*4L8iH}U+6tj)Nmn7|xuQSVfA>pKYJhWmR=mx}7q$i>U3$Ser^hqeb5=N={h
z0EAmkwK|oAtY%5$NfjBkqN9ApKp4vZ0Q*!3>nHL4yMKIi3sk#@Ohnpl6m4WKa-~_9
zECD|^H3g=hqFmqGwzY7#ch<w?xx0{`kbf4_z&-v-Zh@}qekVyShPMQkcE2IonVI|i
zpbwzQHO^_q+S^l{>pFeZv&lJCj_H;^FXiNby^cFJGe91~x(riUHl=N-+dL}UR!HSJ
zc0b(%k`KLn;p4vvc#Bfk<F>a8G)n_WvY(MM817O}@eVjO?5D*#MxXX8RlT;;;<|6U
zC|%L7(<6_5Ys>t7<Bt&O+Q!Q}i2lYwMVcfBdB@(t<LD>^T3-oxdGvVn$t=9NcBbjM
zS1<KG<knu1;L8m^QdnM4jX%p1lEIa_9QHe_z0v$oo-Xjkt4_;re2e8dR6j9Jjp>8=
z^`_iKErqw6YKy;(%^?kpe;5Ow#(|vHq40n01V>@6Fiv+p&&<B#a3k{duV2wTGp2Zd
zOSRIWf3)06rM$-Ph2{OdE6lXXWAjt{QtNyv^LcBHz59QjYrE0BPid&dd#qW>k!t|6
zgZrWPZhij%hTqPCJC~u*;?s3xjz@3bFPFQ~k0Y<Cz^^p%MzM0bq0lup{n(#lI)FC(
zzb{U`N4<0!zmM)OCbxoASY(r{e+gXw0DGOKeLLc-YC2zqwJlE9RGRzkjwM%`JQUyM
z50qr{o(DMQfD+;K?GHqSHT!_9`@FSwUKEf=zaG8wUL~&I>6-V5UG%$#w|0+gb8@QA
zGx87zL;dg4y>n5s(mYG3&3&mrBS_iy#*3DUE!=fD$Q@65OD_s|cTKcQJx1Lg%v_m%
z)Q+ohw;e(bxcYR?DUBRfui+bI(CqKE99Z5Y9(#?VMs-p1e4wu#^XXc8&w}UEw3}ZL
z=ogX2_NdxRi*G4It42YLD&UeI(>-gX(zL$@c+19-+}mpNn>Kg1g68WRM#%cIIUZWD
z;19;MH9aCv2WyvZE}r&vQ6y<Bo@7GYkC3Bw<GwhcE?M|>;13Y^lJ`^8Z*Qfrw2EIT
zBV-KEkPny-7!@~*{u3QG)iTR-Adu~tspWTW!>af974#2*o>Sr2FQtcL+^?Ac6hZ60
zx2`kOpTf7VBev9|dudbeuijtb`X0n~rE)K+<DUT(*<0$GOp(L{TM9BZ?~|v^->rAP
zHSkWYuh0FZpl)mXICm<k37&JoJY=3QYmM-2zPI7O8P686<UXHs`=z=BB#!d7Vh<SW
z!jM=Wy<Km`9};Qa7Sn9+?{8(Zk!C2Z6X3Ba%AfCJ9ViF6;2OJI&kPzriZg7&Mpg6E
z5{Yw`h=Im^x^yD5Zgssl-3=E{)Z_bAsS$ZHe(bS56<xkYCpgAIu6zC#FNb_ZtgWuG
zWG*eP<u5F=3_qAbRXc$PJqYQ|Q1Q2ibWpdKei*u4Lra_^KuW2WH`)uRJx9&M4{8gs
zw<P+E*0(mA<iQ`$@{%$cT?X8SZ|>yr_*Y5b*fm`$2;JgIBzD`m(5y?(_q%6<n(_?`
z$2WGDHrh9cqE?33tVt^ZWQ2|ZY?Hk`SMgqeSG!#6J}eq_(rIu&Y%OAG8XdsNDaQ((
za-NJjgG?F8_?pn`UNO{#ylpkOjwl4N?gP!o?*cIN<E3+V5!zka3$GYngt)gY98!SG
z=B!+9BcVCK;<xQJ$!_#twZUqz&j1oK1!&Sa5AY5?Tzc0#1Qwnrm9#sJJ?-R}$>krJ
zqYg*kM?E)n$3s9GdOm`68)nq3q4O-3Stm&&%50RufEOWnd=0~%YlpVeHN7)e3pA5U
zZWC*?#kR8_ycGIoz0z%0#6A@8+)1dX+m}b!w(3Y#kwTEg*bL_w89jw#Yd;p^@nkj{
zO6jm$$nWPb+1WyjDOOy458_22yEHsGuH46^rH!qW@+FLn7CA{McAcl?131s!_BF@Z
zcv&nYxrPa&j9g3SY*i&=Zn5oBIKkubuA@rQyhCt}Cx#(DU9y&%LpH|h2i<IL#(R3#
zCE`yJ>b?=aOAT}Fb2Ei~{20od{oTa;!28ezd3-XGo5OVRz1_(9&hB?-D&Op!{nK7!
zb#j_Us&!2|Hi#p%GelVOS$<)jcsW0iuU@dX(#^ovZ6}KAQ*Y)r=J|wWzGn;Qr-tK-
z$<{2=^<^z&x3Uq9&~4x4w@#;$DS~GR+CH0n(8H$cyL9#<PqWV^WL)*augklfdi`p~
zi*={lU45*p+6ZTk0~|^F!lUmJ{V+~93YJd^BFNHdlTIYYS#B*{VB;qY0rl)^?uDgm
zwwAXZUGgOJxOTND9T`sy><AyH=RnS)=fs{TxEGq8<UU=PX7b`v!O;{E&-b{&>t1Cq
zi0w5C+e_P++S+S<&$>QF{lS-xxZ@S*ejxE4w`FH{;oA$CW3-;!E!2)xSnmaP0!Hn%
z!e01bjRMx<DIs~|c1CD}e8JDk9OD_!3fv4F9Abb+ufyUkH$#ugu+&S>tyvVf2*O5&
zEGw%fGxLJGly&6hypGW|3zA2MuB0~?vapn_jJ!TU+`o@rzLg(?bd3&s`DXDRq;$`*
z5JY(iBRD)@w-^L`-Rnm4!k3GEE}@}Z2;8}4MLRaDbRn~hA5X%7HDkA5hk6ynsUUw4
zYX1PawhMw{wj_fl-l3$%27je-mzFw~qjNp#VEKM&n;8K`ylJ?$J25z4dfAV|nxxQP
z_>$&yY4n-xmUL5=baBg`bH)H}JJ+K_<XLHOLnv7P0JQE|+AJS85<2Z4FYuG|H_%WA
z6J;sVHT^eI)uCvv+SksNe&WRz##Gu5Os>##?t9lAaV5|8z1Ewn+_^?}iJh~xPJUMl
zoB@zO;3U^i;}|CKFN-do*_Car%yzzOeZ?#Ch2uQ-$E|nJcmqc9E~_K7>}G*PQpT>R
z&f|`!_=vy*xu6bD!5Sp;%YUMI4Hlq=Fj?5DF4+T@!+gCL<v8c@uVvLf2x@loTWk7V
zvAe#ODJKX4@{&S9jOVuAPbZ!Qc6wKW29I&%_{PR~E!s7X+Tur!KbA4lLy@?EI|JIi
zYV*Vzj)&n{Cb#+Y{WW~Zr&GPAQOH(R1cqQZB;y@%O5{0qK6lqN3qR~VO83RuWzC_6
zA1xzNH_WlBNJi6x^1m6bQ%kw=3h8rbo+nl^Oo<)6<4!lR3AzZ?6b1^w6=o!j*cIRS
zr^kLD@n)jB7N2zYNCfj;%RkHI?i)mExER}lSb7TaOP{v+*Rx(+Ex+0}q)I<}Rvw_K
z8RVWb+X8{2Rq>Rb9Mr8f+i0bEV<^Q!1lY(^_e@8q1Q2@GM~E!$^*<EN;yYUwjU}7y
zBGxAXqLN8G%p#NXbN8?S8Ld4pO1tqky>YK3#=^oi#njU6{p$tf<L(~0_Bp6^uZY@y
zjR*Emg5eCx3dwsgEbZyEo_PN8rcu^w*V+z)XFv9tOT@TuF)Zg|%zKT>PaAX6yg+!v
zR<+b+)O2AEl+!|BWVMY^Ol0Q-VC3}qy764~#of)^k2TDONhEE|&B-V0*YK#)868W7
zI|0FLa1W+^Xc|ZV*ZltgqKfbS9jAlk)|w9(A!y`KEy*k+5@-1Kka6|n)_^z)E3WZ@
z&|g@&{>D)X#6oRF{oA%q;=KHza53Eeb;&BTuvG<^oB%qLKnX<^D?u`VS~dW#@sNJ$
z@AUVe2&kfp0FqSl+@NKAcV330sUn71-^+y>M(c$HpU715SYJYhNo}P?9ZMqsKN2Vc
zr4;iUD+Q2j&-a1od)HH=S!pS6GwUQW+^Jh{ErET?NY3B9xg(9hW`H?BNaP$>O`~|4
zZ4$<Ndsu@_GXfot3Zogo806!Vo|RHv3R`%?PdrNQR7W1{vlcvXIuCx8tEhN-PYy*3
z>W>Q<U0F;LZ;+_ufH>RR=IuZn<T{o0z1!ZyJdsT)CEg}6vu-(ImB$3vw`u<X6nr-(
zm1}8#r(D}z+RMMqhIVf^f-=ncJGtt31EqPhK_`jF+4SF@?FX3ZeqS)3yxjV5I`pa*
zx-F{MT<RK?$cS6Hi^@%`?EZr%9D9Cr2<W^?qD+q`h!Pc&#`iLq;pfY8hiPW?+;Z48
z=Rn}+)A6pEyj`z`mt_7_Q>NC5RC##Yv|&y_u4g@X9R8F6zo1>qXQ-{zb4d~)GDxvG
zk0DPANbF8Mc&|+Gg#Iw`Hluc)6wsr(lIBKdx^-b1ZX+!tk{7;l*Vxu?!@Xa?z8b%6
zLtVFRQe}*?ZWxIVO}<$lyeB<L$NN2N>6v~oEw6@)=sIi;WBFPLm;jDP$hbhcY;%G5
z&`W2Y_>aMsz8ST#(R@jNE}^R587_RgbXB)i1PzQ&&9JfS#&(k2abG+5lSI=rE2wQP
zbr0<WhVxkvpbQQG0lEBZ+Pr&pYvM^w_lU1qWb)Bf)G$=)c3=)yB=zRJ`$YJ2KZ~Nh
z)O1_C+uLN8mN(rYQOgYR$>$l(0E=E4zqPi~7em!_#hXmjd26V{Z$q3bNsYi@`W`DT
z-oyS7&1T<Uv$$zK&gJb%{nlg|+NF;i4qMlzE3?zQB{j9E(GBXGdzB_cko@Z+_6j-x
zJ$st<9S7mG{x8$!(uMy3n=P9i%OTws)m)GU-k?wyJoj7iCcE)BPdc8Xb1PrP5tes{
zhLE4T8ZLIKuUu!;*PVDv!3SN{ZR~IEe$8zsSy$%67TR{>&<wG!v-~&kmqSkp+}Y17
z!KvLxwWLJb<o^J=2M3O)zqNW#f&LhHN5Q%q>Dm_Su`=RmF1E8jt^gc;DO{dpwmv}d
z55o&>HqQS5#1`{?wm6E!C7D4`%kqI5D+0y8A@5$p@Xue;J{EWnUGcW1a2DqEQY&kD
zHl(i6Dcli9`+N_jaDNiM8u-^u@h_d>8(*~PQ-E0&l!%y~SSyv}4pfZdyry4){{Ry&
zQDjRgu5teWJr2+b<bYiAbLc(j9_v<cnqH*(zN>jYtOG6djXli8S+H5R50oBq_zDkm
zUCxK5cw0f$WRCfK%cNk@M{)NRx~?<B;<&53E1eTmy3#JLf79(GOJ%nVWQDmLGpPgR
zC(v_T{-daB6H6tn)ya_&$RSQsgWKEEnRY$v#U44<wEZ&jOIxFK*8|Beh`V4Xp;ul3
z#~2@_c$6BA{h@tW$oED<6U=uflgkDKlemG$Kb=*!)~+qA4S`WCd&7l(Q;tY0-zKHh
z71~(ml|_tGr=F;-xE97i3OW|;oKO}$jA{CAv!o@x<29?v^D4@vqzXq219SMAv7pOk
z;X8YqeFh&tQ4(j)mu}7bepFyO{{XVS_2(A8Kh<Q3Z0-^kV})6d%0cYTdCm{h71KxJ
z6t&auA<)ro^&55$^G6se?Iss`0iU`}0<qBQR}-zRz5U$B`&sVVYq+wa-Ff*oe-k#|
zPDTf6Zl$YuZ$$F%E#Z(o@eRLk$jm;xk<VV0<n63#T2o0a#HL&Mq;nvX4i`AjuP2e|
zPuF}+ZLYME+(Rdr%7~e4gj5(+9)modC<`8)q<G5POVsXlD}-g61rbZCt23!lg;T~e
zmZgJHg6~eZ)8)8|U5T-Lm|GwC@AqrVZEbYx9W-5B#`hO2M%Cq28NTn$(unn4QYQY#
zu!*F)kokEZJ9F7K@%YddJG9b#H7=tnSzk*VW9O1lwl!7uZfl3vBGGhv@3H8bo9Zbv
zWo~W?;yk-!D!p3^-1j_I9<Qa`=@;`@-^i_V5duK1yOJ_~Zk%_l^KWoGyu|+iz5Aaj
z`M=%u{3sdKTxu2&+LLQ@JkP{SwZs8bE;F@3E$PioYvMayBH5wQ4AzsgWX~LoN6Y^J
zOxur}@UNnDJqJU#@CWv8qu{omRgT?VrQNhh><=F|M;sO%1$^lbhi>#+_#*K|fm>-L
z!B><=$8rchlnVDRr^Ky&#1Y*HrC3`zE6Wc?Cw52ST^#-))%-<ob$cc5AdL$wK4+G@
ze~1QApMAVno@=n^a9vzBkj0{TNQyRX#Ut7dOAG>Yky)_Eb!{Be7ic`Ns#hghyurW&
z-Ew}E4#xhq;!Q^2Lj-pT_HQjulNn}F?B$h7KDEtDc|6i9ukOl?sw3b5?NPk!(fL>k
zyNi%G>yPEyv@`)^b*m-RVri|KWDbkffjGzKK+9Skq%mvoL8~Z^C|`8J_y8c!By_K!
zALEXztZ9;XbHmzVdCr6*J09l)3-@vX7~~#nkB7ik+E<9LMxii^OgoUfaNA#<h`9OR
zw;T%WJVo&9&eGwy@XnGn*u#NtWpCfi*yC|tS3g<^c0O#>zTNiej-$9-7A3=ao_{Y&
zqg~#+;eQe7jP`oIoh#k}^1MgQ3NyH?1<ns9pQU^~@paLP?mZ$)g!2F~6SR?x<o^J(
z>p@pEY^@mCH;1$XEz?{G<-2{m7%Kt$uD>ri&syBpyd8I;cyY*_#btXuaLSVN_I3;i
zEW;lwALW|N@bBBSEkf?iZQ?qdD(?4QU}RD`E4gwr*n#z~#{U3T)Ta1zaNZ_a47XRR
zzh{Xu;@MYukg?9+m}7CEM=79uH`itHBvx8o%nZO1C&uIi@zIALoqYn|27Gm<Br@tc
zou&J-v~jM_FXod3<7ni7I`$c_7VwXYwF9YH-b9gU`bE6JG-0zVDh^aP8OZJheQf^#
z7`!W~S!|C|wy|f7g_1&CqA%VH*?mhMeW?=LJO{+T2fR<Kn_Dp~O|a#a2<5TK+}N+5
z{72ypM?txk79MDch<%wM4saJI?{VB$+Pa^_j|&?YHkyiEO5svAh~+~!%Bo22eXGc|
z4+QJlwc*q*@1t~d2(luOV^`(AV18rupcC$V>uIZNIue*{Zp<q>?sQTJ1mt|c^lW}L
z=pPOI1#zotzi!n~!);{h!CQ|p@wfne7lMB;T3i1BhgW(`mv^=@CEb)NV<JfR&QEfY
ze<rT?!5%Zy=DmYYmHeoW?#vD_=<EDP`BN#r$3^3R3(c(QcG?!7wI;cp7ju6Kj#-be
z0=v%-=-Ow6^t)Xe!7}l$%*XhfyEpsQmOMpjd`WP!JZWuX8p883oxW_JF;LwH%Z|Ra
z)Ld#--dCAy@xK26;``sqkq05-9Y#A_$Cg_KnIPKUV*psUpcvyGweug2t}QiN=`{^M
zO8XiN86}O2t8U}x7{Z+JJ!{kaZ{o>y8ODXCxt=o2E+mBf$M{5HyC^)dA4;X8d^7lq
ztm#u(Sm`1SE6V53kSnsO+++af<|mLaIiRJX%xRw*ejsVS9gD+O7sXZ`s}#frkt0xX
z8t%v(^V24{-BZUNFxFOh^*v(l;V!Y}qe{VF0{|5m80V%jRxkWFd8b1y)wpmWkl`d%
zEL3s3{{XFu$iK8$8aBI$pqk<#AYH@n5=P<($Oo@qT4iW%+by-L4L0Qw;*unr&5X9v
zg>c6$f-~P0w-&HPjQ1L1B%;zX(X#*%FnIw!_CPsY)oC>Nbsr4c$8$LQOb5$_g5a|K
z?VhZwT$STPr8M?7R|ezE`CW!pK<>B)40~s%9`pgdr0L!(*Kdpv$8z&FUl?UZbMt)I
z1M;rFT+lV>G>PEVw0qaOk}%P+MmSaeEFRVLhwSm=?*QBAKx$rC@epQ5jz9veDn3~d
zusJ@xO?``Fs%X9|)7D#WF8BUfzT9Lm?a1JF?MTha%=}@|^b5UC;jPSN1Z<`A!{eNV
zUZk3`;@<njEel8G37D*nFx#+g`I~6lj0~P@)<0<*8%-zTWbxPo6M1VO+CT~kJ8%ae
z^)=+SdS<JynRN+~wkT00%z%{u4VY2<Psc&u)2%Z^`kwiwcxKxBOBXsyG}ekxB9D<y
zda%!7+|u}q;qIM1z>+8ONQPCIXXP1OD-U%%=h)XB;BOW9n$$Iws0PN}#5kOmArJt`
z$5KWx7oqmWGvX(U^-Jr!JtEson@>Q(K^bq~&5^VMtCAG<1atUMPPaVr^TMLmd&pAp
zE)AGmh*6n~H(&?z&2y_|I1;q#(JVO)xlTiNTzZrFSHAo(J}uRCCA6DOM70W3&hZpr
zM?eYdlm7tgsJvyT>NY+h8c>2;gK)lKSmJ3R8@N>mANSET4(A2ny)#$RuH*4q1xRew
zpAFT?LxtPlJR0pay+Y^4ns$_RxWBW~KQrVRCS9$SR{OhljP3f>YfFE!X>vp2YiTY7
zY~;MmM$!0xD)k>1-S{$J1_``5<y~r4u_BK%A>SjCRfi;hDg=3+q2bRB+32x&l<ShT
z=_|ZRZh-_!PZ5SWEEj>;a%;}-JbU6>#1Z|c%0LMD0LjmC$DI3&Rwk{j>KeI;FAAz#
zuE^qzLLvdi0*;m5cw57-scHUlX);gcf*pziGEW~fawsat7iX)8lzGhUERBh!W4Vk=
z&z6MbjotcwRn*$}XIQ?wTg`IH;w>&OnPHEdD}B^ZI)AiqD&^0^ol-9lTg3Wo@M-ew
zcFsxL+ymF2UwZd#0ywm=))z0o&R@O!Tz`j31li(x%w7P1N2X|Zvf4=KQstc-;m=hp
z-Md!@bz=nDs@trK<sGH23!RLg-uZwdHS`yXz7<8TYG+iA;KYo85TJh#;CZS(4)_bJ
zc&6@IHH}Nj(yUR)F^t?l93qAo8RL_YKwTa;XQ62tjs4D*VR0nWM-#L%t~|LNPeYIh
zUwX#UG#mY6R81<~Ho1L{#2vBYsbV?-Uitq33g=1Ev>iiKvD9xNw0T9d#c>|Xh-F-y
z9B@G$!0leE@Y`7Mw}!O1?9Q1csK8}WReo<)lY`41ywDdsKztDKC9FdGNY$Wb9Y`$`
zh3|qh{Kas09ud?mE}Uv99E}MjK5zB;Y~{&6pY^Y*bxkwG){)-$lG{$WgGIcQ`F6XP
zd@cq^DshBkoErJROw}}Pf5aD2c+gE^k;dX5Ad+KzkCgp=X$dxCEtR}FMa}Kh;_J*;
z+Za)?2~ZV=4nbauH~>{`PgR3cSmOI3WsQpMk-WFu0N`WOxUI-M2C_+Ssinb!!REur
z<M=~ih#Y+@c5es4tz6wLwd8TyK#LS_AXW2Z&&>StK1_Z;t19LvgyEWfL9V{nCM-k4
z6i#;)Pj6%D1$xe}tV?I7nd6yL%U$f){uLX(T-THfEq}sRvVD|`n32?}hyvWV&bb*l
z$9mF>TGK9}fA~v|)}65xnyWDpVC1=8RkMw~4-^TMue@Ti!3L!)2g;qDRo8Erti8z`
zj=c?T>K-oF{CDB&Z5qNmnHm{It+OD&jTEc?@t2$&o=>G)_+#*L^ThYI8kN-WU1-uU
zXNhEGV&{bpqzn#(k)KNXf5nzw6!=r&Y4rq1jo@{TIA&dmxaTKm>%hpQCeiZtned|f
zOVpBL;%HSKId|YJo6xHT9+^G!(!J~9$HB(bw6K>F!*62@iRVWd4CiSlhHi)4`qaM;
z{9=4|C%4n|du!{s_B667F~bmJfsyJ@rF->;i+Q5Q=3HCB3OtJ=G;(4x*x`1cymNzr
zo|F*VIj<4?De#uBr&?*cR-HUIO1@i33}thk33qRo@fGAZp9gI`5QvgkNYTf;=4WSK
zd*pYos60X9U3*H>p616)^0%;#FEN12pW@lsM?4%8QusbSM(56xR=JZ<S6$4KphOOP
z0gv(pB5u!zb&n5tGgi9uZ!DC~-@EyKU(e}WkB?7>^-Vq~WVDvn-qLVnx((*IP^AJV
zqIBR6)%9<Weg<kcT95XZg*>pb$Xm+J-HqP_{{RW>E9HL_d^hp?>h~HY+NFi4R1!%c
zAUQ39BgfwD#}v&IFn$;KzUx8Nji-ad#@kxrR+kO9BJ+TI;=7L*d`6GN9}D$3=D8L(
zmvaSVc)@$3jsXfs-B1BPg-51%KSl5ZNhb3(>5t{OIRn(F?7oJ%y?*yYz0hs++XyY>
zo=vjD7VnWC`^Z#fhJN?01JdV={{Ut-m#5onQ!=~C{{Xs(doJM2eUER}ySr7^d`_!y
zZc)(_5<#<W>@UndZYx(#(5>vJTj}8YMAr8C^FD2?`T3h4rxl+K;nD2m)V{{7_p@!c
zw_~#k-^R+vl7EC#9nU<IO1OgL8=EPBk=yrZGBAGb)*k#<WNc20rr6$JM%jfXX8q<0
zzU(6Z01)ZME84W}UqrQ<*G{<>(@Ox|v6*wo=V|R(8o!79FXC-nSfX9nTg`#yMIdxJ
zJBbQ?=oQZz@b`!Yg`(c3n2~+9;3#SKvq>6tY<3vwk;W_4G;f01zl}Ts-Y<%ImgaZO
ztXD6P>Nsc5Z!v+#(>3T;-w*WIEd`aKji66eRCCkj9_GC};wOxB`=1Ceg}gH)mS#mr
zz(vDGAW^UaymCPYZ(~SJ_C6ld^jTogwObpHn*LW*j@+>xS&hDO$`33@1A;!aUgkYU
z&c@eBx0+Pc?OH<7#94oI<9<tUIK_QS@Y6xibvt!W7Fxshw@uRdq^Cc`QM1V;44l@-
zj(!IGIu<i{hSK6mcBuW$yogHf`=znlx34_VK4av_t~_`Ei7p(hn|E$1LjM4~8}jK|
zhF=qCPaL|*n&6%j$WX-;{qDdF*RJ?i!+K7QV<Z;r-c7{0K6cV~j@yXG1EBnC(QS0w
z88`i<*W~@*nT`JdH(~nq?Lb`dMNLOrwv6eUt>u$%?=FJ?zuqi;R<rzVHJ69yOC3sS
zE@qxJkyhK~Q`>gq^yyyNEv59Azu7uXyt8>Lxuds?nO%FgBW~WD=e=?|hk-QLp5t59
zZLSOH>$NRzuo*HqJ5+Kr)2#xznKhq}qww5!*R}!+67fSAiemGtOfaFq1LZvA^cCwq
z2=JY)rLcR1UGKAMx84c|Cq46Ac7yR+$5_)<9Qkhn*it~Gwm88Dx3z8C`0guf)%#Ri
zE#Y6gAKp$ej`;_uCV@Mh{-@zjv&Z(GI%!=t{{X9Eal6>&yg$UAC^|G3P~2Te0Qqqz
z%*(s(ki(^VHn;J2K#NU#cv0YXk3Ly-U56b{u6ozam&tdj-Hk|WkT1@kH}Rjl`gb$}
zUCvMYU&Q)s$$4Qm*o?RskFM^bLyY{x?+%8nO<`tkn)6FzZY~Dqg;=7fEAw&J<=yyK
zOYsL#cd)gzvb9*YqV9Oxt9tYIxZ=27FHhFuvAMsB#iM}RGx@5gpOoR$_Q$p<mV2kd
zUl{0?8oDIxl22-~AZd4RWplJ;o37rY9E{gp;@=#da_#&-4bshVF$O^&$_@xA>H~Jb
z>CJqPZgo9QdwVS`I9<Ub<c-hNl1b`%<2(xbJH!4FUkqA9;(d8M#DIoygm05!#^Ar+
z7(0Dv6G-GdX?NlqIW&Df;&h7Li!n^+V(uR+dN;SJ_pW@;XRY{`O49Wh{Eape(=>m5
zq;Z#ZC(w`UUbEueQ$g`=nJw0dDo8G+h2t`C@p*0Y40QyKKML{<S5u3_T6C6BA2R-b
z<2!f64`IhoN&z03s9$O0#8%hwx04PEELi*7{{V<7>9A+>u3N>v61nkKvo*$?==TkU
zW>&%swp2Ll*S~7?4}~8Kbng@;uBod$%<F8jD@t4Vv%4STU1yBE8KZbU!h5|Pr0gVF
zA9nOVc%bXJcBCune8pqn@9bX?>2Uax6FsxaKGPg$Ag7oR;eiJjIVZL%%jo|A@PYW!
z?mMQ6OM7{mD01P9k-HGCzwV3^UCeM;Y1(vf+RrW2K4E2^Q;7o~;AK3VXY#G_qIhcZ
z{Xe#?13Z?%BOjeX!0GAVlT3F!pHPtahf<PjEJI-y*=|w6FC)ZH@HcbQXs)i(T_O>0
zEHg_3$jSS!y7B)2bhqQrJq2iZk4)0Eh#|eP6aMXgcq79WY=s0jr+f-jBGT{Amewbd
zO{}iJE2MbHc5ax*S^(*-rJftBNMN;TH1h5Cw{5>JSLJd?sjk^<?X5$_6|&85H_abD
zzKlA3YZBYVejKsU&A^>?0^c;-KYf<}0Dz9&D}}f5r1#%wODR0tQMkstSy>4F52v;%
z2%A>W^(_xioOo7v?%;PNt*+EGk(T}d<7pv(hc$D;Kk$+0S5nEUSwU+njl;?ZW3GA*
zag$s{=C3ZLZUxtz1iQ9fMU`mTe&?F2_qq13Wbj@7t9xcFb!*sfZ(T;fKnni3J@MD2
z0M33t5NS3##FrXU<jwxR-x=BTC!qEnE4WV-$7^FX&CD%#a{Kn%+&&sK&R7BmP2GiV
z%is+%TZ!e8HU0kPZJ;j3Ba#mXuRPb8UTBs&G+L4H<-~fO)Ghn(J-%dK=!c;7IG|b|
zL3lgH8fS|1lxts-SXXO8-^1;b)Os58Pl;DIIwi%An;D+Q`sO$mL_p6I6Y~c@$kslM
zf2nHsA8pe-ojdHy7yNst?v6ki*_Gsx&O7G4!dnQnZ42z$+D88XF6kR?)mBb(jO1dF
zwmwzy4W-_f;vGcCWfYomAH7|<OfSrLH%-NU?_aHJY472kL&J~a8=XMGV2qofjFedO
z@`d?!p0#tw?V#!<EbZ@ngq1=?Bx=kgi>3;%KA;iBbJ{+GqFCDfkzi=TZ85UGH@<g#
z;rC-50RovvdjQexV*6B4L-s$FmPs+4r>05%RhzDOx5B6wNLf%_+^*CrpCHe0Pao2;
zbuBwY*RBSe;tQFgfg^cgf-{wnt^nT4*-dlp;8{FJ9MWp~gs{a2%L+xw<EI3D(dZ}x
zg|)WVv^{RuUcI=Lqk?}iS}?{T8j{VuhYMd(S^P=x?xV1!&B+t~@!x03v<#I-`tgxp
zJlfb@>9>+wc#iok?Iekr5<m40@eRXpf4b-RhkC7Ra0R?^SXd?WL;X@)<M{b~zT=)L
zjjNwU>HaUV@nF?W#f98<cVt^fAsf;e7w$>NDy#?I=n1Z0!#*DSZ;Wm<5A6oJk8AEu
zhBsc>BN*xk^{u}OUjG1Lcq;DNFEPZd?6JSf;Yj<09!}cx_-}RV%^OjZM%!zvBz|0s
z$;+uZ95CUr#%U5=_=DilVRaUzrs|6o<-CDrg^v<0?lI_l8r9Ms*Tl~M0NQXWc`^R;
zc0TTK2q1K?p0&M4QL+~nI+vdBjk3x2w#okS=O(i>Ul;2-Z0q)$sTK=`3+7{SRSox)
zcfrm_dSzJp`rBO4{5=vy9g8w~r{z(AQy9;_I`dv<;vI9sc6YyE7lKrpKxI=RjgjX#
z4eNt~Jw<tch;{vA#IVLCxsmLkizVg#$dP`$<0G)^S&?{iM!ZzGRw)NUVSU8=;e&rV
z0VC_ZOW|*U?DWk)#JX;?B=*nqTib^MCfMINA$ov&pQU)Oi1qDDP1kSLt<>4wmq;gr
zagaY^djae^)^(D@p-KInqg~5Amp)3*p8U7V&~84Juczx;MbznMbXGg$V#<>L01}S7
zdt-`1I41Fzh&(JVH1-c@V^&*aE1k_D1*9x{V~_`PSUPUKG*-(Nt6<vJop8$^&gXxa
z!*eRK<+o&<cj;c4;(JXm#CBJctns@*K_q?P=Zp-FqxlN(s4R6qwp(e@KbI`BgBUNd
zM485NNC5HI@}^QfH^JUD&^$S)Tv)D|B3j+P2y>Yc#z0*4$7<>BzBM#AGU;t>B(wXX
zMj3SU$j>Bt<X4t!ULm}PSDogzjw{&H$aV}LE&NPM@ZaqER-<bcI`7$a9bd!Zc*__a
ztoI|cMv6&0dXgAmAI^ZV-xkSvtJ>J=+MJ><Eo4o*0)}1LMvV_RVU59$6;Ada5o>k}
zCYNrq*hdmZ;@@L(y!^^OWj@&LUZ<#d7URU)b*=2Xt=)cI^2j{#7xxOU9XQFaK=7xA
zZL}Q`>@>oWKJPK4m}h$qIpk0)o)6%Od`EAnN8zQ@+DQp6Hv&o_8<=2y;K%i^euKl-
zwjaIJw_ESWnGA^BG3r4*N49fZ<X$6R2mDUZwJmblfsn1dlE#~1B325oxE0Ba^YqPq
z)vLi}s@c3!Bo}En-dPCQwD-;rZk;I;CVX|`4JSyyhsyB(0F&o!DzHWfCjk85l5)eT
zuLo}qO`+OLX=irxrN-81_ia>~HtxgJ9=NZgtiBgrua33bOAFSLD^&Ytofb%KjCQha
z>Z~~0dxKsr<6R$H7k3toZ8Rc4%+Zp($S?yh-RB(hgFw?Lcyq#%rH-elYY1-V9$PE{
z_mxIC1hMb_6=v&8)TPu7-jr55dq_A`AH5TEj4ORW&$V}63R@_=IDXRZlU&CC05kpn
z0F&iR=jb`DZ88mGOyB*dXtN~B8_sM7;F1%A=yRV@KwR=$-8;mnfwWj=xVQy;)tOh!
zbWitj@|@=tqosIu?@HBl?-6T~B1bY5b#7vd`>LbUKhC`l>r%D0mHxv20A`ssw&^qG
zx}HGm)BgaiT+fRj*8EpzYh|ZJBvF&LQ;n>fdU5GMT+Z;GtKmNb-CS!otM<EA1!A|@
ztt7HL9u$9f9Wra`PYif!JI^}H#j!^<_05mkZJ9<B?9KP1BOiJ^f&Mk|N?!Pb!u}$T
z*JIrn7k<~;j@<p_$ir>)ucW*m<BdbbelM_F*Kf4JYbP=MgUW1e1xIEX2iJ-MNcUSv
z<Fc}b$~5^ARyAMtMKPbtk^V}aQBK?Yzc2g$0L4hm^FJHQ_H8zM(+qB#cF3$U3g;t{
z%8=M0ha>T?o;16CPvTCqJl-$7lFkbRK1qeMhWns1NDl0e(!Racw0mt!PPw(&{<<=|
zcWoU10QKwTe++~-8kUc&z|os|{JA0LYp-Vv26+B-%0w3*54;(vY5xH5j%iICSMXr9
z%c_Dv>NgI(kFQ$ituzTdC8mF6T|7@Z%OPe%m31cp!T$hs4z=jIrh#v!_;}y=Ld|s>
z<hT&BWmVZ*k&*r7^~F>^6Y)e4q`oAEBP8rMC?Jr%dUc?ym2@3C!&+n>A+|DDI+a_J
zpE5Q$$pev^!H-4MybY=@fNy`aET!Eow7a&ls8g7M{szW9k30(cTTYVZ$3y<wiry(<
zwuPECR0;;c)TsGe-!=1vkBRKwOZ%N|p=;el{^%*_3t@4)zc}K7CUx<(t<|zv-8#(=
z{IiZtxf$u407(bdwR}80PaV(MuCL><u>KjNwu(c$u=#~Uqu9qJujV47{{WnO*8H}z
zM`!-une%(`+JHI@M?$^UY-G~>O|05q=~n|_K3IxQ2RugHoOG`p@dv^`3u!j#f8hI;
zZ9>*XVi>mVtZ|iBI6HcuYVE@LR%!QsNdmX`zQ03Q{x#Ee8{ZG=5$RJswbT~UOpO*p
z5fYbV80Y3iZhn*kJZD7J{70kfb1n7EHzLuSa-;l<xbyO_0RDB|`1&*Ay*AaYB`WAu
znZ`G5{v=lQKg?H>>3$G8zlQDRw{PD*_L!@T?j-Cjp4cOIdbgzbPvSnAI@`5{#nztR
zEBR~+?Da#Of;xf41qdgTPt@bO)+dH5bXM}@2t<IM8A|*A01)q4(b=!tZD!D}jg&fo
z^FlEtAW_RHBX$Yx=nZ;J--E36dl=!=cSCa9j9b3p!0tbUpW;5bHIb%xYQ_mavR2Xe
z$8eH5`HX>qjg^=;&6VgFQwyDhJ{0lIq9xXqcWHS8uH`}Vv0rB;bM&t@pT)YJg!4a$
zG~0_~9K{C6f&q@8u_K?S74Nz<v1#y#VFuO+K0$A8hi^Sfvv&Ne$aSBH8fKs33GJnx
z=I+%P#AB8;kgAb}!!aF4){v3q_u9Rlp(EVs`e_?vQmr(tC(KxX2{=%GxToA}(rPe>
zEbdy+kkU()Rb9gY7jpFP$@Ztuq9&`W8=nL#OA@G&V{8US2c{eJuW|5q!=D`9=#y(V
zJ{_<&O2D)d1xaRZq2mM*@^HA%C#5o(h2Z}H4MR4bHD4M>9IiI354Bmg54uZZ^3Sz)
z8jh6&mMApHA(=Mqk+ZS6&Hx9G>MJ`^(zJa<#WYO%Ma)hel*kq%j;kW)@Z*~3?Dd;F
zn{=^_Jm>qYs)e%I#zqGN7^F$#de6iE01)ZA%x;^f({B8wkV5|ez@=H0f$PxY-2QTD
z+9t84_=eijdl#0@d*qhbdF)IoWKb4X2ksC+Vb_e;);=HbMZ}hOGD#Gh9aqcT?5!IP
zxE&k+0IgmT;~}f*&Hb5UedNh(!*i^DXFHF6yo?Nf9jFA)G4T9PqU)Es{ps6a^U9(i
zH!O}Eg<ic>_v}0KShhFbE4bCo?wM|Z;-3$+0)h7yCBQv0Nj{a<O#VrZ7^i!=E+zZE
zTJ2x<fc_t?dLM<nJ!fMb)#~3{!#qpoG;HXS70*Re*FKoVG2G|;TMvwUVwz^DtoVRT
z@E<DCl0PmK>_)-en*g!=MQX|Me_GN!FQ|BLRI@CT0~A+QZlWNpz!?ga+*>^f_O538
z#(Fy4$qT~v>u6lX8}ek4*aNgE#@+zq)8(r=J=7D!cd2-uG_;NIuqZ}_wv+Rpn<SiZ
z(0?id$DCO{pJfDZsmjq^SxfedS;xsNh)zl};h*n(%2;=9)l0=X?whEX*GThYftj6^
zn*?s;uHKjgoM7U;lHbE$2HwO?Ey~Ex^OkAf%>1%HDyggdIq+7e44Rggbk?d9a9GOh
z9)PJCpm#i;=T?tX(_pcJ`aL!zU5y)gpFh{jLNWEOPTt7e+!#_s*uQ#A;Xw8Iuxm$M
z&~9`~nBkO%NmF`Azj3{Gp7{LgeJ>a54TP4#jCt~;A-0UR;v6X%$o`ZJ>h3%zqTSrO
z=~rK85n)+fzG89n0g;@X@!J*Hcz58gwRn;0z9VwhKxHFM#hrU{akO;lT%1p)*j(9O
zYH2i=Hv3?2DV0u9x`NmXxO&%7tNcN}zSQlZiR6aLA-q76lK%kgv$lEuR0-Vw(D*9;
z2rX}Cx3-yXB8}NnRn8ef;EaHOO4QSQH>v8@-)gc=(X5Rej(9}cpyao{f6i;uJZ0dk
zb91F?dRi~pE<(dPM4@&vkOv%c!;1Ew19%F{RMIYPHF?`ljyXKL7!lNfN8T^lv(sql
zK`ovsp?ofp-V41&!pFD$OM|{g#tsK%AHq*sOV0&GpkFSrb#n!g1Q_Gr@~ig4e7}`@
zPmV3LeGq?aY5KEUojN3i<C6}uDL=w-pED%>A4>VR#=68>$+x(Yb)Mw2Zfr6XTo06?
z>GkW!dIYr_C9acasOmF8EHYZe0!J_<)!D`yX!(zR{{UL&qqDQRf@D?@-9-EX-zy=>
zC!U)C=h~~;S>E4Vc^XVoN=Vw?hriAIARj_&sgFsX=KkV)h~c(2zbm#&M&vHgs;qi9
z)`Ey2@SFw+?{2T7OMfTKkmLteJr`-@bsc)wI{yIKv80M~BctIqWCmYWC;9>2p}3k<
zX<#g`ypJ)Ih7Lg_5OKi4#}zKGdkyv2mfAlm6huT^0f3{P2OONxGd?y|ky+Pzf(cyX
zBe>7KdOgR*PZwS2fAEaF>Gl%bVm0$X>^BX$+t6`daES6Y$kekQz+~3-?}jyPH&3zE
zbqK}1uAo_Cch3bnh5!;hdKv^^${A#3eC`B;xM1<>I~rw6GDjPgia{#&U<mxd9cY#r
zU?F8)tUx$Dc^MfUN8>=otGZ`n72Ggzagci-YS6UObv;7XYpY0%u-gJ$f<9g{a0$u$
z1u_duS%g8Z(l?Soj2T-BxyIty#cXR5HidC@py^j~J+lQ_+W|za)REjTL5%%q1DQhV
z!Q&({@(AiN-mmHQH(IU0wSX4DX&mD_RDI?>&H$=wJn0)kk}}5s0C_<mAE@tBTMN`l
zZf!TJ#Gpv%NC8~q1dmhOy#Q%kS=s5AfeRb>)O_G(HTk~oSQE#7)u7X9OKyubt-C+~
z-Q_v^Lb3PG7z&S2@h{tS)zi||V<C{43CSS`0E`Ut&P`y#(aSRlV=d+rwPF}Mj&KK{
z$>~6iEmKAokfxzyC)#Xf;bj1gt^L;YHLYWNHj|@^iIdEmpR*00>Xt)>c5VpYj4!V>
z?S38bRo<K7y!fU+v%z?*(Au}nAwV;iTzsbju|K!8?-^Uz=sI?m1S5JXl=&B8g;qOC
z_P|_FE1Xt|t46S&5$kuD*)Nd<2!yF%p^FiYLgaPsYj}9L>NZg%_p>dXtFweqz?m3*
z^S6`eqoA!@&xJb0<-}TQOp)pKF@Rk;b1ax=C2*st`~VfVZSdy8$4inOK4N8ml>M$X
zA=|mfP?+?fE{wkkYXeeic=Xg4moL3#xxFhAK%8V2IVa`G&Q5F6v<*TX2VR3!@RqF%
zntU;cE@qH4i0YZ#$``vaIc#(SyoT@L>*==Wx`o8kjiFWxFvTD1xSrpYZrbVIABs8b
zA%aU=sNz0cv+ht8vAAtqoD6Vt_)sJ3>u-pj6x1R~wENq33fqebkna4*VbA+D(b#z7
zK)H=2%BS%D?bV0po_>P9IMVz-XL)BHpQ+kg%Help10dRd>G_8rkG*;v9t>?KOh(Zl
zf*_cYQc_fIKgW)M`vIPmh-n`G0IqA%#r~5jEJ+XV6@R>=u6@YuSFH8fE^YkC_N1=A
zDz+5{dK{7o>(CCh;oczd)~7C<bt?@;W^|8t+2n1i8y$$qKH0^5(W(4J@z00vWwg3S
zhG|aR;IbX66?PMi*!Db73O79`_Ja6jr)gGA;~gq5F7D#vH%hV=E`@oJB8(``3v=GQ
z2G_y@_eh&i(<k#TZDU8483N<yUR8Za>-dWHn@w~3X3%K9Aa<DFK+7zIu*+>Y7(aIa
zcCQKW?bP-c_f}SWq<NI8Y|9Qa)DLf3W{T$@)bqtzwMDtSiaFSYk<>eNAQQ>_1$KI-
zjVxBySK5{QYSJ!R8Dcx*A&w9Ml2@-80=el7P^A9=+40KE`AHb5RaHO203`na-&7Pq
zt$l<0LP4e`+hA~qB<{xrx|{-Yk80Ju@eFrbexGFoa#|ZGe77+^Jk}>Ao2OCr#Yb!5
zy?a*j<FL}EVyVkT8!#u;&PY>_{{U54)Vu@Z9VXpwwGAqGqho=_<M}R40y$V=lHz27
z1uXI~RZ-NF(yU+FKAC+jn@F!D4Yisxk+^jL`yMOZJPYtkSJmQ&Sk&&#jCoS27y9A5
zrb+w1Od9nM5q{1ZC7O%-T~W)1EW%6>%z5WO(t&d$<SSd);DAQiT*w{vefQhSjGhz&
zo}bdaW8tHCvf|?NT+(8<Dx^m>#HsU!Ioc5Ct_^2vKMXZ9s-=#Nvf^1)qzVqvund+t
z`@ch8z3}$WRq+0ZG+AxcZ<1pnMZ<%+KnEQQPz~sLHmUH(#k!r;+KjV7HO%f=)Ui|e
zag27Y{{RHuYW@_y79JtB2vg>cX<0A_pwCmD{j2CZ?*-mzvO}%w@^6J1B$@?ngezcx
z$D)JZ+Pu%keh;wtgMB>q8oiym+cQ6!*(;JcjWe|E&N;>j=}4QJdXL22E(r@=>T$%1
zGFC60oO=Zy{c7?(a^u1tG5-KbI;57@8<>Taj??LtZaMa^Lt70K!@6~(8m+yqxqV>|
z?i$_$<*#LV1AX$R=qtFe_)*}`8TdlaSbInQ)Vm&R(kiqoA2`8dw{hd9Fa{_M5#T-&
z@Rx_#(CQBz%*cj7Ly)_dC3DX{m>g6(zr*hk_@iE)^G1Wsf>jP!u_Z#_5Oe9<+Pxkx
zggzY5^^0gPH5a*ekZgt=t11@z>{p$jbtI0J^$&(@d@pZt{)4MpTw9{7eoSO;+&i9m
zKjA<*A0>Ey;7pO&+h2H)Z)>)A(kPhW6&sl(Am=zB1>-gBIyb{l3HUY{wVfkPY42f;
znmKNc;vcrfZ<T($*SlWaX*OPW*p@x$zGq^*bQt$M@m@EmTzHdGk?wUZM&8=n_*I{8
z%j<!_`hK(%cF!fa)$QzT2D`1u6i+vi9CM5oWjS`wqW+|c%ag_W?~OHd(=;`@77)h8
zZY`6Y<K-A;z{j}ewR~UUJs-uFcCB-*#T-^Z#;Y0M)a8lCa(OjjC-8rTMZ6Xlmzu@G
ze29^83jGy!kIsUOU0+?e@Pu*wu45!5;AR#LkiE`uNj~+(4Ql@Y#`bq%HFKpT8Fxlv
z6_Xs6DszhZM1R67;wu!j@imcKXn%R-&T;b}aa_&UfV>T=NRjFKZ^)6AUoSs(o6&!n
zpe}e`p{DqH=TXw_bT)bIEZuzh@We~BCPI#!5J&TB^bK8nOR7Zrj+3R#mJ@&@p9%9S
z@D%dc-Sn?u(=;m$KTMay)`D0gmjS|}<e>fy#AE_E;}wZNfaK6@<+|{F?bq8bB>7{O
zKwymsIaNY9`t_hLcopWH$#edhr?E)}@3gja_rC7$myf3vh}tfk_e}aTe*HK3!Jp<#
zss0~APBC8Vp&2zW{vPpcV$SjmtTIIG=yrA_{oMZm2=83|?}qi5t}ZNKwuv{*=ETgS
zcTD`v{oL}|raPQ0GHP&%Ej2jOONgWMib8Vy{ogGB#&P$KYLs6Q^{Yr;8%Y)mXygmB
zW^XtBuatk0UW4KtV_&m|53pHJf2d)F!Hqw0@~+UyfJr4rYsmGl6JG04Tlju^80}>9
z0<m-o>dtxU0UVyEwF5=HGvY1Xmxv<O?tIIL3T>7WN9H|$99E}{v}i8lPaXJKW%BN1
z5=f{xh~txvy?WDh&m%>VZEma^T$(-18YnU&-G#w!{{UKtSJ(9&J3+R&(k{G(xVVr>
z8mPj6tF#@!^VWbpOW~J`{5K|-aiweQ@!ZH7Nr8!oXFXZlpwAmgu1j9=c88+PEE-bD
z2#^#B3uFPFdYz*_+}1U}!|xQy;9IYV*VoqeHo4x3E*43$FuMR4JF|c*&7g+nd#iJ*
z295#?10s;6M_r?UdFzS-$7y|i{fVqC-khfLG>#eLK5B@^@h{2;T>k(KdzH_RuC;Fp
zGiqKTTTi#Cl@+D(<qS?(ZCr2<74s0fyO>=^V;7%q5i+|lz`#9NWN>>eLt&-sI<3Tw
zXK42mkKQw2Z2<H<;d|tMgNg#jX%C6M**u6w`9^+ze7-(V!`tgrb-xbXYB%!Te`wjs
zJCXa5E?f>UF^cq`5%_w-%SX1ev}BU_K(fA9tctuJrfbHBg|)fuWz?mDLWV-2z}>mG
zV4My>&wNk_*NV$h(c^gaA1!{!=go52aIU*NzK4P6Ip(>+6^mNQ9fh>lbC10#Q?)_k
zAyl8kHEU7TF4od58f-@dapZ{5CiW+CmIMRoo`<b2oebBmG)*!Gxw^PuHrumePyqRP
z{M)BW26_*Ld?9(H->u7CLlw`Jy(A}vaz@lpK-^Dr+P#j;;=Zl$Hp=V6w$?`bQr2Tz
zw0R#PT0+VR1Dtg#xEblvq3}0_bv;*Eg(uq-=mNB*3quY$a;(GVVbB4=Jl93yUj%9T
zPl-p0qn^rJTP0~OCtxLzkflPA*}jyBZ@Kcx(L874U0VBI)MA!N<bOKmX}(4zo{PJZ
zalix8y#~+57j|}xbzKhOp|p@g6eU<JjK>+sAAEoMjeEC&JXxaaJ{gw#U(=$B8@q?{
z<>W|<yAh8;z{tm~R<ihmq<DK)lzotDF-)x*sULB(#DMeEahd|>UXplM!X6l1VmnB|
ziZd&1Pna`&#~I`t@#|kOX&SDR<4+&zo;B5FYa3fNi^++BX5F+Rjt~1RPu9EN5P0Xq
z^T%=)2Zn2%(M=DTzB0@~3^U&u8R%=p_5DXnjY4Ubene#a>j=i=8UFwp0VC+9_=lov
zFv+5b1-$S#65Fs0dSI2nJF8Mna^@+1&1-WSO$ws3TmpQ>AaTJ5C!fZ?Jk&L5t!^y!
zJu>NCg5_9bNTg$OxIIDb>s?lt@nctl?klZY#tlRv+Qfp6RE~j$KtF{RA1UdcGJQPR
z`M276TNvju%+b!v^PjuP$=ly=T-StaTJ^+}ui0*QDxJV8Y#Vy0IppA1uWQ~QZxre3
zb-g(>jW*s<C)ts{c}_69&j)vHy{hy+0k+okaet{ISj#vYP!1wq$Pb|DngM8d1-7J4
zp$wuCfZQVbzXXp`dsjrBCBA{0*G#&2<CXsac^ej9o`Sls59zuVl{TS&ty##)<w+DC
zQkL4qc7jJ^n)4Yn$%({hLY@>Kl<xG&>-p0t^;Y<y;wd!L({3d4AyMTclsoaq%b%rn
zmd-ptv70&7A9m*c_X8&#g?KDc%WtQ&uW~oVC{=(Al22W-4u{xPy(>_8kz<<RN929P
zPu;V97;*SeD<5xZ8cceYiESR6cD8}`$GS%h#n|H@bpt)kd9JhKU31~xzM-W-B)6Ba
z+&prksc&#YFB?0C_ozM`_@_a-jV*N(<lQ2&B&_VeFh6(Z>TBp-UdutYwwwDsBiQkX
zK4ZP+a5F1z?i7$SNR5w)Z@g#Y&k;t8scLH^5w`CjjIQsyi8^GCoonn36XREg^iKuN
zJQ_?k8nQwFi4lCV_`q!a?!=I5!md6XuBCrG{(q2<^G2vYJ=LG$j|{_QrrZokJN&+1
zl$>YOpVEQ5GEGnRiq^H=cFR?}w2BC=!M0$z^5#}-?sYtTzt*_|o(Zwk=hd}#4wqrr
zqBdN!9FhSY4tiG)FNAMru}Pq3X-hLSL2#i@JBRmAY*acgh5TDI=36ZtuSf<xvL@vj
z_9T9NDV1b>1>wDWz_(g_*04<!T678%%DFoOJLIY^c;xl38Sz%J;d}Y6raEg|>XEnu
zcHs-E@BvjlKp4+M>x$}hFNMA*n@rVo`};`kg~$&M=NrSJByhX1Ijp-chI;VSn%l%0
zP0L!xwIiN3P=F}@C-iPH=|HqESopt6J_|`Bw}@)iyhw$>Sy6wDl=t)icCKSc)n8fE
zJjiUsEh7&;<9H--!2=8Y>#WoN0O20+tWIaPg#%0TEy!1pulId;_BF|CJ}2<q)}*u8
zS-fL7G9U^-#xSaS{xl5wx8SeCtw>9#c#c`*j@kr1Sw|>K43mt12<U#e72y8>7Br6+
zYr3*(GsAMW^RJl<cMi>woMm(Gz#XgF7xtdgbbB@M;%JjXwrEyCA&ob%$7Su@0bW(&
zuZkM~0FSk0OC1=9phk}0%YEp|q_#I>Z(Q@5M62HCS@1W-I$y(`BT<iBx;9f?NJ)?o
z>QxjFn8sI}^V252fYClL_;Bero;G-8ySLNGG7>|S3@{3o;5U9N;Z09N@m8VbtnkGI
zM;>F0=09BS1M(HmTxdQd(XH9<qnv5dH}3>Y-dR1jD90a#76%m1xo*BLNAWMj+HH@A
z50H^W&Z{{Jf=4)64tOP3I3A|Gt3uUd&@}tGB$iE<%wvnpJN(86lBc*W-oH1zCF2_{
z4^WMuu%2NWlx0=N%KTuFxQ*Vpw0&n(Q(d$ziUJCV(xih@mEL=zs8s1vLy_JIy*EL6
z6ObSsrAw0<AXI76s{{fBsi8xtfk1ruZh7~<ci)eDf4o1*89Qg3bJorpXRW>VTyu^F
zYp&!o^_35MJC)OI=G|3!8b$fq{>wl{#F#-+;ITbt?**O;#i!W2bDzO7|6t!z_-y~u
zVCXNwBOL#=eiOREm^pgBy2^FZI_mL98bVBmrH62mdH}wUuh9aGEo)*wSYYxq@2Peg
z6NkanK-B2h6PJ>!w247uMshu41lL=4;@|*IG%ai;`_i_)-qRyANEqfSZB4%=|KhX;
zP^(<fnXG{qu-nQ!kt}8ONp5~j-;HB3X!Q$RnPTQbFshYNB5Y1N{n?acaVNhR(}8Q6
zzZ-5O-~4tB8Hslnn=@QD5uw#0B?utz=u{>49Kk0vb&<bI^2<z^<*iMBCFt2?EVS(Q
z-&LZBmSbP7$jIqSk6u3!fGTEcpL_zGOLdLwYGGQX1R8nHK$dV35OfgRJ|z$egB9DF
z?J{gu6$NL%^?^$0K=PzJE)}IM@1L!o$@9=x`4?}A%nj0feE3QjTPL)%X&w5o|0Q$4
zdG&J~B2Zo*G5v~M&Rmq*q#}4S@A5YEl!C%h29hQRd8{ZKo-dq_>WyZPI_(Pph6mlU
zSsBzdLYu6v?#~oiWN$1q+q^@iO>Bm>C*)JucX0mRPa9owvHjvQO^Y;qFpr|IjteF=
zIH4K|G_P0a_y{;?57w*-NIx%Soxg662j3SQZV2iN3>x@)Wstoqvr(1c;KKV|_Ah}i
z%GDo5FGl4lvik;Nz7$-#{ss&4fORsgd$W>YAc!MCdbumK1yP5{PY>1{y_T*pPRcD`
zdVL{5sm?SVwBQckUJMZ*Qu0R&Q{lMum+d}0J`^T)Ouh)YAS^E^bi_Tgv5t7x>f{6x
zJo8C8f<+s6xVPNw5}8xV8uvR3+D5YSKCNNw6bLZ5_kBm(Tp5uZbC_P(+8syD_{I5*
zbUNR-zH~5{B2^3&+5~bwF|)$eyDr0y*BnY@nXf}>tGx!Nq>OhCR_So7qV=wH-E2%e
zs6~b@7#f<?rdb|8Us*&dby<{&=9<i5ai7Nc6*b52{{Z!gfvHnp*KnkS92n00B?!)F
z^zv~k#n?_ENiWH;$L#6TA%_@RMGDLW1Irth`14~|3y5-Q`t?BM>ijVt1iN%rh1aq(
zk_bo>nj74Z5qe%%s@T1SY%DL|(RGyR&0+xUL0gh9-gKO}n)yl|CGQ$v<(wPHB;mPh
zfFe%z^r~VyL6hHVmaYx)Z?fY~N+S^e(nwv$wSdkGpC-JJv<wuv_LUCbhanzSTE6Xb
z&)d_TOxuw$>cx`GN7I7uNd!`>?Y`QRdu^;P?yNCSB+o<M3l#gRe#qWj4A`TuVS*j~
zt}gcU^j@hb3YNde!^Kzk{6i`U!jFFUg-M1s+$+AKQ^W_dBgk*yDs&6S=epUNZE9!G
zK3Unot33Ky^82u(q<`gBsS}Yt(~}#g(Ld8xjR_`>W!U_i*Y_XTqV60p6Pz6)+DW@w
ze?#I|?;W0*PP;-`t#lcs=R6Z(o<H!qHH5aPkEhC-@qBv+(ewNV)y4?Aa~kV$F3qp(
z8-UgJ=vD5B&U%6Aw{e?l@y?YAOB98-I|`*o-BQMj9grNLWqNhCXb;zS`F5WM$N*+4
zyr2C4z#A~rCT&MHXC2YO&f<*0ukX1CgtkS0T0FZTIC6N1EX~<PaAlS_NIcduYBT=0
zyu;w$#3c`{-BSXb_4=uGIaT<D%Y*tK3%h{YPY3||kE-?Fp(Dr5O(+KH(cJNCfy{z0
zJ9A7-3>Vde;xtMx>^zQSya=bWPA<^-QH_D%x)k~L-tXOa{F6r(=jgywVKY}0#%Qtt
zx^Qz+k$k|LBncg#Jq}m?t?!~HyqKs^dQ74hHnTH`>*2r&C3Ah!mz%qOQ6Fr|mynv)
z)@{%@sq0-62!h$rH8C0OOE<211|(RNjJgw0U2`YZBnbEVuu)6n=0SiRJ%WeSaBQ{!
z<l72uX^tP8s^*L==KcJD?z-yiyxN#t2b6)e&G!AljehRgVsKaCbfD2<7t#K^0m>k!
zIu)6xR?%R+Gmh=&!^gE@BS{}bdIGHvLTq2mfTS*J;Hojbu3~op&0u4A*hp@Cj+C0B
zA4!Q?3Z!mJNXtdv#dhusHaghL^yQU1`CIO#_8+f1v&!~A{%Ey8{9}y<h2*H8oqko@
zV*AE{u=r>1a$wHw(6rD<Nu`;_S9fNGJ-r>8%+n1vamV-)`0r}uq2{#9#*~jSqM>u!
zv9OH3i{(a&rfUZgRbMU^@LmEvz%pO#T=z>G<b&#3+kHEE?FVJZ+Lk<WZpi&fxev9F
zqwGRo!6!qgFs{Sj9kXy-ws`i6Z<qCq>GV3DISHN-{SKs7s3qck$<~rWKc4{`*GkG|
z{)=(95fOi!_gHmGrBWsT#&%x+Hr+T~Ov>>m0%7RZvMQd{ixRW@GY@cd-Gp$-+QP9%
zS$iKh$E{e&9k)G@?(=6pC|w<HVTU#QVsSdX(PZ+2sDulyFOyqP)`ub7n4|;Xz3q*v
zqMVqXI+wJ(h)}6JzTa_lQ{W&*Ur(;`@2|+QhoZ(~2`fL3H4b$bXYkLTDG|%tR7-j{
zQ-?MuY*U<7ik<18Yc1()Dd=r{Z$MN{@lGC7qspF6pS6+At;nuisO8H`t1N|MVKMNd
zrFqSphWAg_VT5}F>x>>CLYC&skjC9mO7I!E)2kmYq}q8?(|Sm#3hg4nUxMS2T6*HL
zRXim#US!gjzf#Ly1d+`xDe^RY_h#x{7?Dt*L8B3d_QJ%4B~aQGG#HunCbB8oQW0*$
zO;3<B!R0@jQF(7OL!qwT{qE;byXa9A>Q%~#H^EwI(Ck63M5A{ZeIdZ@7$WsYuj?fH
zkm#_xMlbCrZ5EzrzWpQrO(B@WLwP!Aa-VK-en8rpEGd1=K47%^YZYTY-~6Z(doPSo
zM3$E#yM!p<{_S-$CJcC0o?9(TJ*CH6+DgDgxF=|YCb`|lJoKk&v9a8&mQwIjVZ;~V
z78H}qpVf|}h#s9CGxdW;USngIOFfSo_F$Q{Yp350Rjh9sp~w4EK;Gd?8xz`V50R2^
z|K!opz`g+6a*M!Xzqo-RSfXlOxw(WStK@KAfk8eduvggdQY$;ciRrz2)Md8Z_3$n{
z3yWPvb%#=5hL8>rseN%V^TlOFg2BDCTVY*zvaYHiVb7!Je#m1T#4@Ol`cv9*!xtp6
zv~E&#Z9&7d5_G47XUaR7u<8gFM^CBIvc~4J0K2I%UiVt^P>dgnJ(0xI8s-9=ua`Ad
zyIPu$PH~L&N2gkRqMDnZ<MhExcqZeKwl!d`UHa6uD0zGFOgYnc*x1y_J^A46$fR!<
zy>)de{@zwhC$E74zksmAh3z=+v4~<!HBuJJqWLBM$1j+XZ%_{_s@P4)vAk@Uzav+c
zF&5xl*1zYCsOessCTb^MfmFDcse2cg8MU{nk*d2+J)6sT<k2Zicqak<;?XXE_4D@f
z{8es4bxQT*c`$5V4=ONq9ePy(euvR6asbe}*u6|$N0J0}C0wf<AKc2IV}~;DoT__!
zcJ%M))#HQjZ0I74RS|bvk%ZNETdy>`ua7*TMkosI3qc>J3c3vei=VLQu5{9t6n_U9
zIc}3Zs&{9@Gwo0ljv=Mi;omR=-5FDg-ocN6Q!X)H@;7kceyH&ualz<N7o&p)1H+;y
z`TpPCWaFuzyUD`?FZU6xno;;%RRE&9vhO~~*I}Xq)J>9*2*l?9B>=HzNrT7(o=)*2
zfCz3`P8CIo!E0dIb-kW}5)|$&&2lc$V5o>kvJw1TKSz~%noU**$wT31Qr=6F7dD~r
z>ZN)8!vQv&_ZI6>MVmZxZq@JKi_<2N=IK6{fiP63rtxjmU;t}RKDA?pwhBu&->kw5
zmKO@-**`Q?#(?+FlIa13E95NX?62yg3?Iej8M@IE)4wQ8fnf)@+LiQwS9>Y9HFvz$
zO!vV9cl7U=(bc1UKJJ$dJQY9jPog>hVGW)U+DCk<#%sHjI~XT@W{)Iq9CTKpJ}@?u
z2^t*^5npt?((l~B?exEcs&@h;qE2s|hP}q4h3zjC4%L%h3X#zpU7#ld6ZCSytCER9
z&x%zF7QZ$(z|wUGogr_T!V@p*^TNYU`JLd;oJhB`hD0b<lioau2uL`lXm<xZhI@CC
z`GxJWFr#Hk%pDp#_$<HNf+zw-))smCou-4REG*DOQ=5V@G6?~u4Hd_tQ4}y@@HpEV
zaX7he0C?}@s2bO2hV6aE1|4JIjhTNyp}TnH`NEWcTqa_TJ9fF>!-+w?s^Lf9)1q2l
zi8IQuX59pu?c`z~79jjud~MhY%wN^l(ejjJEtSTKEVHXek_q*dDMG(Gi2tbYZDR`y
zRa^7S`iCZ$czeyXn@X>78YY7P?zyVMNoV~r?54{JFrUq=i_B#g`N3i0NR!47tal_l
z<t%Urxk5a%0@XjX@mqV<{MF2j1{l|#jrEvSHp3w}{hlQJsvP|oOC5-JE5f*}@vbVN
zR#1y|ZjJWJmmetSQvSnn)y{H^A`O16nhF|h{N&7S;j@tca?E`IPv9zqvG6a%OzY1!
zCaR*vc57wYTSt@m^)ejGxl7#5Vv8^l+DTV_ZEx;2N6|jd(BGqHvP<lBlW%t#b@7sy
z?9rk3Dz~<NV_0m&W^H6J5f1e0Xj%8B*_E*luqlZb)BnULgy*^A5dP}JKa<<;gEK6k
zU(crkUrT!8Q)e<#Z;qYG7d<{(*2K@31vNGMp*Tv6dA|&8E}+xpZhLP+yolU*)N#{B
zegDc%d#zcm<cBt1|00l+?<na=Jfj5MaDKrJ(eCp@?!gPd8J~<-RzimjJkuTAc>U|C
zPNbVqq5S<*I^q(0(rrs8O@<v`?NWrZ3-dBA_#h=|dg9L?9L<&*HMI8C$)#q4$N}!6
zly$g0$O>KB&CrMJEH$;4(bnbQG~zG3U%Q8A^6C0Td|KWHMCY4hY`z)W8>c5sJ2u5_
zvA3`(ZHQ79K{<}x2u=&616e&fK9n;9N0zCV1@T}}+R$;;%fdb)Y>!Mau9Op+lV_3W
z$EeHZ{odmRx4i6GwWtc_F9EuyccLwXWxDc1;+M<vM|37`nZDh?@u{|R?3z*x$E#Am
zinmnAg^^MASO((39r_nQ^MG4#@?fQdRa+Ms2D4g?BQ+##smfhT(44)sZ>PXS|LPVr
z5;UCirZ}N=XjGJWA^Jx@AbksXH^^ifxdf6NBq|mTe3Jqd`Ju&;khh!n;zE2j=oKc^
zLQcnIn-)^x%Tc2C#WVyINeI2bW4o><n7yT0NrRM|(LS-_@r%aW*uv*7ke83rleIi#
zui%g^8B#;PpGX9W=|Q!1I+6(35=(sDsC#WF7b2cpWRGNyFqUP5AcFR={68Vb3v&D1
z<t#1Yd;B&ujVDO^(c6yM5=wk6{XGfggfkP`ntkxrl0>3m%?w)xeG{;r^GfonOdJ|>
ztx~r1%kKAqtFh1?i<o=o!FBTh>A1N36y}3#qr6qGXz@a~I~iS)!Y{R^Sv~EW3HNYO
zbER&4)rCx{NFd+)jt&*0EMfR!!Ww(|{^+gRK6}6e^Z{&T*J)o;FZNse3oHG%GR-d4
zk+B0(QsRikEi;kYsgP;zH2-t^&66kV>J7J(D5Rux{Aot~JbL;=SSP?1wXG>$r?x5l
zKWS4X_?tzb`UB=at1!m6UEN8<f>sNa<|eDCKxoW$PhLpj?n~~GEQd6;-!A<bUT9St
z>BP&#_Dlne@@hxk5jb)0I&)Z~hAc=-MA-Dpr3x`78fyHfP3Z`wrj{?zr9!DXRQAJ4
zsA<1DqlJ9i40|-ZlA9ER-pQJ=(@MR2>&^I!&|BjZ6B3h~K<b9%$HwY5{uZ`JbLQol
z%o!v0bNLYY!cE<zm*VNgTV}v!kblF3P2)Uvj`5I)9-$^hx1AFahh^1=G9-XGVmmjm
zun4YYO*8r3aaWGIDa)IU{@zG)ux2}aH%>q`1#KP+c<wj5tevmf+!WruGGZ(A@y7r?
ze+q1d$$%W}4`}fy0TBjGd}DLYz4l)0vWREe|5by3O??dQ$&*9hgO_9meaW_VM`Ld?
znJUOw0@k=1*N$d$S2~+a<_E~Dno4#bLs|qsj2)gUoDFD>g&!o#Pg+u%57-s;3B#QH
zM(ci3KjO_l(_AEwmmcGtFPOA!h%xem_fyR+nOsLLna)d6WLxGO4=+#rHl@(VD^Bs{
zzZb4ww8&c(>xrW466mQWHZEM#`vK2-?X+pf(J`H*w&t%utotF~MC-}&QH&o@sl6?0
z=Mby2xOYs)oG(gN`^kGKucw+kfII3ih_NWfrIOh;3f#%|-fe*HZj{vSblhd!EGgr*
z4VGr1bbf9@wjO{%-%L17%5fI^ft5^~a6w4hr9*+W7TD3^{ab}wp;VZ2!&z1$j4Ac<
zIO}2Q_`%nh3+|G=;7NGaC3cl4-P4-y+tFyR<V6|IbhRx$nSX4rgXGs8Y+istb#-RR
zj<H9NM@pM$5Uhw<9%?XhfspZI)Q6>RlAqh;D18*zhOE^9V+yoo+kri;LB@%*#kf}G
zszMQgLzCm^uk<?<>~W@6suQP1rD(Au(ingmSp2iA;wKvo872?jo++$uQ+vGjq>bO7
z#5G;Yrqy9yz}iUwQ#geN@5Hr{WQ;g7?ZO-XHT&Vq%w+J`aB3C4&oq!p(rPxml7A*3
z<cG6hQLDAz!b7=7z4=e15ef;{y=&4^mCLaKrsoxae3snX=?#gWGse+BP$^LZHEY_2
z4kA6?_MH5+)1EHlOS*}p$sxRItK<VoZO>EM&+~pL?luIY-u<CrLru#EJABaX0gxxZ
z`k+zWWbjzDb7*Mf_}0xtfZb75%fYNl(Uch4F++q+xj-bMJ(kTvsgyIehAyp7COQia
zIe#7x9EL1<Y`ES3q)6fR>>Lr)WJ{g=)~XCZv^}O}w|OEjwT+j&`QCE0Kic2}g<edW
zn7kfmeDQrG0<4%=-`G)zCrs8Q??@*vZ>wi@Y(2gnfBxh+St}I5I@OY^*$4J4a6nk|
zscy3ki1xuQ>V?*$x(*ZDn=dNA2n4-k<UfFLCW%b;2(fQy%?}LY#_+O9c;1$!VZc{+
zKtEKZ>8-ystI5gXo5m%y8^4)iZu8H?c|GQ6?zmk!yVB9~Z2`!;=Hs6OJlZEp$5D5%
zl2#bKDy~iC>t79qt3SA1=NC3}xRKIiK6%koAM*cBULG*}iyPX#Za(2-C*`%eu|4>D
zi~G6XKyx**F4}vizt$+DAqDhQT-vbfTAJSo5x_qh*<S%1_ev{a!m;*TXl{T2qD@fY
z;D*-~vcF!5gtc6K`0%1qXJ#)*yTn0109h_F>=Llc;r<KzrD?h`6A)1Y?yu#ujC1EG
zSrV}AUt^ShHSQ*Q5^xj<2OYsR@Kuf2NJwkcF^TgAPts`Q9Khs#5|Jh|Z$d{D&uP2N
zyB9TVpKF;l=&XRM1iRkM9;+zjAIeoOf9f*=o>w?u7WS{MxF7$M_dWK#$e6>bx!#)~
zARsK*-k#8}ip*`e;@lXijo{;6cYVo3q0yOW0SbdZ;w1~;Apsf_K<KNinwsOBLM0q-
zU+RF_hr5TF3!@gLP{r@cIUp*^B24>q%s=F%%C_jCE4!wSC-34|DWb7<d@vG|TZ0@q
zWVhhrwdH<L(-|7ECEGVMckAUGlfuF@>GkQ@&gpKKJDy8G5G;w_cPwmLjk5FyIpfj^
zYu*OFqg0p31lxF*wuBp5q?k_p`Ly^b|7(Gws90(<<$*1oR)NncOMW_Fb!umUXq7hJ
zSG_A41;X8LfOewwGaY=gS5qxoJQUsT?U2a7aq>I=IW^rIkf6U^%YOfzbq*y)YOuiW
zk&BD?;x?FIxMl4s?X=j=L4Yg+w0sA=H-~4KfACz4llV(f#WOngaGBo=3U*G>Uk)t@
zAA<72EW;%ByucV0Gb6FB{RWtmn7NEo=1_@gjOj@4^}r9p+VVyUlEwKQcID}s{YLs?
zR*(7lW<qy9pGdmhi|-^{sX$^A4wnWsKSHZ!k_Wu-zXW#7yqYs|nxXRRPYs}rR`eX#
zMQ3YL`^XOxZs+;;+SEhKdh8qs8yKm_J)sx&1BZ9VNL^U+ivyJ+uL<o|K#jPOIN2pd
zK1gfJr9xU4qVuOrzOK32=p7+Noa&uRP_cXM^Lxu1W~}UNEbgkCL2$XARbb5139)C1
zGyMnH^#v}USo$xvLWP*ycI;ENLCg#e#-^hqgB|B8D)%d3&-a^4RuBM!Ydp2ReO6w)
zoj8UHwx~Q}o~ofK4mN@)2TAGE^4xRY|APy*XMLF`gEokXDrPQ?5_rw&x#@}+nYz_{
z>`MqMZQ{+F3VKuOSF*cj#yxGUt{#^3><L*a&)CxNP0to@_-}z~7qRm!gktR6XTDNm
z2dO@;PvOBb_iXq^v17h0{__4PbctSa<u&^^jFZ9)mrtI$sy%4<b>530=-Q1P$3ywY
z_`I2YS}a#lEEPoOg^h=hGL85QTo@+K(GTu9t?-=5E5MCwX)h?~{HPyN5VPgwM+Rs9
z*)}^q?e+=6^hHP+0W4q+sJzn{#{u3F(tL`g%Z?|STy!AE$|RrM!si~+a`_vkO*NtT
zXriNHU8jImZ92$Krtg*p%+;`=UF*v$(Ouk}>;U8NTR*R?6ILsYRk*VtpoPK3WdY5a
z8spnNR$04h)2=R65+h(+Qi?C@7D`ArqLutAD@Ua5SL#ng@lW||W&Lm`cgNIF@(UdK
zM>U0F?W}JzR?<gO7uW~+akCyG>n_`{vTO37@l|EZDVH_em^N|79hlEK3i+WhZIWNm
zt0HDELB&({z+@;=qR@L`OhggCdoecLXZ0p7kiN3&oE2gl_k?|4uIxn{3ftc{E4$lr
zvN<$*Rt?l`ZJrhvl+;Wq@J$H+<)*Q!a=o2yH7D5SespkdAvnLO^JU-{P_rgrda5n(
z54nP$*h+~8Gfr<sTk0=?O#tLT-Oj$%EVr^crnR`im(?Ds|EVr<Bv_3MudzCgsptt1
zNc#?AmRa~U(o@(8F8`-ZR%si@bG)X!ryVkQ;ZwVi-0gpTSyOO&L#2_X7NwT`26mF}
zD`G7vcXg7iiiz)PLbHz%X)IwD`)W@D)67k-1v_96P$EFZsA|8*-(Hh2?Gh&zllo-#
zn%~7H@H|(Vvl;5W#NqxG@m+@Eb41?y4ev-}Rp8G_vjvB&cW{7J(`;iJ5axOf^)y#?
z>}*bH%TF6I&t~3TD-Vm%MF*b-X;=fL*AwuvcF8|KrR-$AL8kHVk2W6UZkV*!_i&E$
zAq_9*+i!IdJUCPPnT5>CQo815;fPvLufJSvNYy_1MSa3v^Ok@JNM+`}(hkzbzN^oi
z8|1>wC*9*6U`k5g07!SXw@ve}wq_Qq;PrA1j~<7<+yZ<lwXC$iHpk4DVZJ+vk>A#f
zP&MO7<vVD0Evjd6$Fb(eZ(TJmRlygEMC7#AMtEMZd%7vhQRSPDWennP-rN#Nty;IQ
z&+bkjNjK(xwyV`U%90}c1Yy(ssD&9$-+k?n#S!2Wxt7ay(F=(UrONi0JK?f80Ulk(
zv{?Z@!e^iW_BeHjzCqx$?;&T}hG~KIzQ)(U+o8`deScmlW;<2aMlFdl2EjUlytiTE
zQ_H4{12l_+?8J{G<+mv(w~?|(5ZHHz3my9(4Hu6;RR$it`^XQ6(~bJ)N60aIm+ZLM
zp++4xm?SSQ=~390nqZ7W#g4Cxz$f@)L3TCg$YG{b_eD6AS)yle)c@S;WPPdSJRvW4
z>*@K#Q5A8I&$pGemX<8^Qq;1@E1X}=%e0=>I}n`d0ety*-;S^It!-O;-^jU4&#>)2
z>499uqZ=n<q<?4Kq%U-o$I^2wq}`s#yXt7T#}{~vss*-|vgYwBEO(ndp5!=jc3x9j
z+XQD{&f;>#q8=6}5xQUM!IsZll(TbOe>CY|@5L@LZZ1X~23TL|;d@MJkHJlIKT4M_
z6=$oj#ucZ<8Ozw)p+*Lw3YuR}#ajYb5{Y;?kM|07Tm0$AQ8^QjrLZJkyZM-NMPD2j
zcD}-MP6byj)j95X*s%2^T75dG=-tY|kT4!W?pTQ~+<D}x<q1D2FaYqOHQF7%1}Vj>
z&8(25D7tb9C!B;=v|+u0kzTc!v>vF?Ug`~CWXIojK5+oQBS!9b*oPgi2#rT%M(Jyw
zt~@5j+)vKf9`)PBWScx{#%e#6B!Q(rc)a<?n&nwGNASi?^u~M-=jX}M_Rx(Is$+R!
z6WaC_tjhW$N63N=C6Va>tM8&W&9VA;qMU)RE2Mr0%0<^tLo@UNBfvX@BXi73jtzOT
zg>Y^6<UFh7NKdlmYoY58c0bIz>*VPBXsZ<!E$%(d8C%2vt5<?PFDuQT^skOXt=N48
z?{Q3V8g=~k!Z|KhtRE7TU1}0o#hnS#sBvF&WONGOEHB~1WSG?HYTM8A;~i4?v5oaY
zj@9;yY8%Y%3Z$ld`~1iJV&g_$tR0gC!pnoI{hJQ`d~BDc6oD7vt~vM4WB3Kdy6Hjk
z(Av;tnC_{iMo8m@VzjsW`Dd^Y%Ec2Wca$G3PMYHDTiQFVT+!0?d;qP(!(cZ+xnm&t
z5CrNEDs=5Iu6$+hoO2*0Eud-sv!ndzL2_{MmM-gK6Fw1SoeO=>N4;ML76Sn%{Omsw
zq?o+T-}^M*pakDUg$c0hCz#Fl4CO3PE;D2$A?#WIfkR?_#+382?krfGao_=STZPmb
zD#*XvYPrgB*C0SMdNm2I-5LiU>A9<DI=H_@(dc_6o|q%yAgA?RndX-bo%BGXAG|LY
zFr-N}hiK!mf*_0-lhlIR4zSBrPx$-iF?QXdl;XtD$@!1xIigWd)|u<`NKT(Nq;=Ec
z7~7M!3F?l=`mO1Fbbou`SA^U>c)`TT6-MSjmE=A6F*|Lh3ZI7Tddk(iES8G09TrX)
z<a}jQXuIMm5s=4nV3TwjfGH8(QzO^az>PH=L*+yT57zsUIUe%CyPM+)84!3@+P1##
zr8|=fn|W)|1^Z1+z{UJr_tyn6ZVTF#D0!baG(RQJ8S4W~-p<YI<GNp@K#qN4u(|4M
z_Wq}xX>X&4k;~S}o3SCC*LpU6m1br;=2nk@^F``N*XbK%zPRVZ?b#F)#FvTk<vjZK
z_T4EIep?KDVL-V3cH+d;>h*8P!dO$1|2N7@P<^NGkPs2lU3>dkV4#h=1z*t5p_)xs
zVh3)Y;F)(vy9`AcS(f6%`vP5I?)@+J%|=&Z3Y*)NOSHDfiNc(Z@rCt}(yCjcrf*#C
z<tQ+iRPQB(xAgn%Cafj3R4%zrsW~9Y`3oc<$AYOx39-z?LpyWBu4m#0S9=aOaqXeL
z+{1%wX;Ur96b|PO?{{j$0HxRVq&ZP37L_Ju^Sf0g!QT~z{tR6v2D?S%-s~>B@C%*=
za;K{0*DLIyYfb?_e>BXcA_W&+HNTu%;lxqyj#(cAa{E4ewssj_hoO~o$2F4Q)=sto
zJ!wW}Ph=~~Q{Jrufj!e{W4r^Wf+U7JqWHIn8Ipc2F_S*M4ayfGtM#DetVUyIFspAh
zV^evrB<1Dah%Wc8xwy$rYeL3jS`QQH4?!FE@-yh<J8!+UKi!tQ<s430rKS@#p&p$y
zBY8+*ay@T#!mxhE&)bu-D=8sFY~#&p_l~@oxvf5Jz<6^b(RlSpYVk>!^U@fS_$}P$
zo&(M`M7=ZW;4`&WAU~r@B)?$hp>?x!Z`}GyGwU-G0{<HCsc*ke`2jP*17H}b@R~ev
z?Sa$JhF_L=4w@G{1Y@EY>6%jU<B$cLzXYblxQLg0TXLe_=i4l5UyL8Wxr7E!3|twI
zt_sqdy>a6Y61Tef_O^;jxi^O0X3SS;H^GahbWN=yo|O=<UHofe5PJBm8{5&iIRvZ&
zFv7Mwo5A%BuxS4F`n0sP@!1qEy~AE+mILJRvXNrL%s!iUlaQ;uQTK}SnY@Y|h4I&w
zWyYN-Dz{`xnNQ4Ca`_puKZ50X$4^}VV~0JhiNAXTHxgs@2me$$E4|ur%2X*%8h3Vm
zM=#nv@bWE;_2p8KO6n5%x@Jc5#vC5H;g@xW@8_O6(Tn6;S*r8F(^!3>ISENGazNy!
zf9;4LS-8Kpi8p#exyBRYREkh4WAsXX)W_g#l0!a_<B3ecL&cH-R9gV?+VEAvbJ;C+
z%W1`SP19-_R%1-aZqHR!?(aQbQq@*Z$?WH31^3-yz8ZnPHT5{L-PZoJVojG4(?J)O
zo?biFp556FH#9g_yds$bv^`~#U#~{_I8pDRgj}6y1KEiJldI*tpXS@yQ_LBO_gw0M
z^Al*MVM}JRLeICq1dXP+e6E&~okC@a+w(La;e`X6#rT$dkHj$d^cvx#oVr(KCVb8>
z^f(?gUq)920OP!?bjEs=p^Z7cX&OJ(zrM5>(C^noy>&hZsY_rlL>BwnS;?_|m%&NT
zyg`8r%*V@5+w042P)I~+2U3bz*wBpi_nAa(M(}V)f1LQDuZ8=Bom64}#YKchLnD=B
zI$xpRxM|CPykF6qxQPV^A4>VZ1VcyrI2zLd?t}*#_$rg&N`(VQ%S<&V$WHorR!GF~
zL%pY$9yimm2D#sBUA4PQ1+j4lX*s@C`>(V+;)Z;ae02;j03EqJ%t@#>MmFv3xarHo
zC(XR<cI)>Ex)MWLP}4NA<-1C{=;G>FCtD~!8x9AxSlB*)K=k`g88`Ehe8uM@)1_g0
zZV};B!w6Yl?j&_z*7_Dvzv;f#kDcN_g%Yjh74Ff!4<VrV85ZEE*8zNpmzjJ}>OyAh
zlWBv^e?I&8lgjiVEpsr%N%eB?HwQ0%iv1q~xsqQ%jw@>4xk%(gF3j=mEy04-zh?EH
zF_%15uQ~o6Cf)DX7lc}!XMFd&VRJ@UIL=bnjaBeqp@5n)cU%D0+SJ<dmq1bWiQjc&
zV#uZ4pHBhn-c^Y-4Rci`aVX!Ml<Se6&4oqji$1?LDAdDI#6)b2qZX$5<a7G7lSlo+
zhHiezCQX4$I*jxBo3GQ2>OZ}(O8$J^SuC>W)gjxGcP`5;*rQFi@0&Y%Pip*@Z#n=~
z<t;N?;d|e~jGiH}7fMR+zie6i;^XaGmm!!nZt>t!&p+MYT@p-HMW#q5sLs0jq%GpH
zj*<vTmHP*PHs1mg*RSwv+kw|puAEJ;^-cuHDtlZHTQzHf?w_iuk+Ul`N57pvhv9o6
zp_`n^o#0|uj6(mIU{va|(*3ILR)jU-W<O)XY<2xN2Q!u<&JJiHp6>O!X_(!FtRXvF
zHpZ4C9M1_n-($MV&{k&}96ld9F<<D4^7~UtkD4<OL5jlpL=fTrZZE!9G4-H)<Td4q
zoeiSxk?e3QG)?8RKpypDiNzz;Od-wki<$zkV0EMU-r0<aNzjzXPSMS>iR}kO{}SZG
zpZE>jEbbTd1l7|3BYbqqTz^`lQJe9mDfxy0$)kI4(?xPF7t*-V!5Syk5cAsc@y7mH
z^(s933-xI#FdG?eR4N(Oumrl{8ls6@#(WOyRFE;?TPEEP32j)aFZ{8<0?<x=wSeEl
zFqWIT%n)(~m_q<&OHPj9W;`%yie_Az<<`+@eQ-4hxU2}%E0hfgNHz~RmfkPKfY(6#
z!QYaOdCO8)+WK`Y=iH~S(dH`ie+ig_sL&o)=r*IWubJnU$6R;?U&7>Kk;3v$H211N
z+A21^Wm;gP0r^plE}o~a^<YedH+6~=H#`j%5ZGJoOxmy#zRRd_*v1SKG@oi4Y6rc&
zEiI>V+nveS&C6`)r+7E@aARUV^&4MiRFt==h)qL^b6YnT5xW;X@7CztgR?yVLw-+f
zHfZ_b{DO(O)X*?fpfza^9&L|rg!FrkBwZ$UAoYnC+7Ma;3Q(}Bo@8TT+03eU8b0*`
zrmWVgmlFE}RzJ1HbO<gw;GUy%5cyFvzp5CN_^jxS44!M2O3^s!qnm11l^a5DW2#Ad
z96b7;WC@>yxw+?u<mmS|mN=XvX<A^=5A2z~Bg~2<X<+1dl|S$!smboo%|Dr(dcI`6
zX)uR%RL$C3ySiNiiKaX{b#wJ;1n%<i!0cW)WS&(R$~(iO11M>;Q<`RL|A2HVXKVUs
zJ!C+T`jX_H6dgMU7H*I4QUy}-f7Y#gNllsl=JEw!Zys@Zbuh(ws{Oq{?C;EC0SdH5
zvWXVaKBTIo=$F{`CJZD7J{!SWFPun7y60gIO~pdEW`fMEJT2_Nn+{rgkc}mPvJq$l
zp{Z}xFE47!9k*9`dbkG)q|+f;kMbCbBLKE6TsK#yxeH_-A$XbPV%TyjkDn7rD$58<
z4PMz%ldQD8@eVA`=GlBqABCU_8l!%k`g-wp6JQ6@Jz&Y3^ShC@={K3o3xq1Wa$(qg
z@&$vV9Uz{G1NeA8YigXkvJLkr!60&MWct^hhZ?13hy62_tPH5Z37#{P-TxC=d;e+?
zIcBlYmzjXoc<W#-j$c(?RN3FQIa$yhm=P-s-Jo~P?ROGg@s3PiXNX38HS*U!Aw&21
zs9-Y>vIIY0#oZZ~&YD)u(87}AQ_!l8RTr#jP=A-z<vP3)6W!mG$8xl;q>!_qxlz@5
zz|?f!&G|)==}i0t&%`kTzo;8#7aeE%rl843Aq7ka%T?p>rKlg4Mv9LKnF_`oZx1N>
zS2?t@d@0qO{t9uJiO*D)ZTsm#!e$Y${_L7pTzo!Ag*L;{GEuPMnz)5AELDJj^8NeP
zq?=v%(<W%}bHx0rE_H>(SyxZ6Q-2zc)A#Yw9M%1hy+2fV#+jfAk_CpU`~_XL-}~3Y
z^Z*r~en~u7-xPGTeQ2)iXQnQwHL>O-jr&cliS0CPd;e$wjBgt6`_V@cQ&|+N(C|}h
zJ(QL>0FQeL7f}{F<Pg3WC3P|SL_VqRFF{Z3@T#otbMVJ!wua`E8MfQFUkl?X9s3Th
z>~0pJaJ3BJ+;9g{8IJmd?^Iw6zz6Z|xKb;3DNI`VL(~Q2q3cD@U;<t!n6tGxACy__
z(bqVAZ~Q_CU|xK?_FPV;<LhcH=S-WVzk|ooo_;dnx<0dew`}d;c1ncd@vg5K6)bSq
zROVUrivAK=;XRqO=F89}i~T&_5xEE7de)va)ZL75t7qO9ByF@dAqzB^!f{ORc{_pG
zbv_7C4O0@VNrAQS%ArMS6N5*|{lL4Ju}iTApDAyL&Q0bJ;r67^-zpd8Qd_*U-=<tD
z*8{)cG&436K^qq}<H?kBM)OVr{NM2P^2D#MYEQ<s2Dr~^n!E-}+Uub$Eh$KqCkg}Z
z^jvazM8w9H_B%Pl8^ABS^-+kS#~aMV>jCh5zgE_JyBB!fk78VG@CNQck5$ODhv2H*
z^>+Zmzq7H}6h(V1qqNs77l;!F^-4%&<T1?D2v{2A{Z3AQLTCNQi#_Xg-lNszXj)^z
zI7*a$<8d)W;?YQ__n6Ys#ToM(4;=qQkc1aD)|<y*`1O7Bue>*VS4k~3#+dj(U+xcW
zl5(l_gPeaBM+ar2<%69DuKoG)j0M&r5~jtJ;{7x<AArnEUfupRQjMk00KC_~t5Apa
zG;N9~TXv{Ja)t?Mq;d>z_8YyjPN?>?h<Xx@M|=oP?TIasbN`5Wv1t=j4h+mwk_(|J
zKAJk%aRD5TWv-8)OGo-TOuSHyB4crQe9d%q<DH2O&pX+KmoUYyf(QOMCRE(-ruI0H
zU1Rz}aLp*$(1tG-fc)ciUTxQ#6`W?iJ0<qqSS01y0G{vWyhc7=r!)TN#W3|=*d^hH
z)E_)q?)`xROw@&e5l6PN59}wqI$5rQFVB+WcZ~bBwrv(9);VQSb;lPeFi#WlzG(y7
zvj`_%Vch-oSSL$5M><i(c^#GKU!yt!K2+~D%IvThm$#?i575u_UBN!$swjWu37E{U
z|776Cl#rI+-!cjs@NIR?=0AjRC`T|64J@5q{g$mcEwc*`&3uB5C;>hiN11>=xVtt@
zlcTAnbtllvaCDK1z9#KX7B1JR+ze5-aFFulfzn{ojXymN9+v~Pvazw_3$*a0bEyj@
zeS~}CANgJITqDi7&{<`(Oz)2sdy)(s5(MH5dgDUCJ**}bSM5j7pGEAHuj-h`!C+f>
zK8Fi!xLFq5)WO#>82a1cr=#W<BK{D#oC@og{O3aQZc2c{tgeZwRdwQ?(mUB-*d6e#
zNy+$(6nOuSoSv^IaZKeM5s`aw6>FF%8HPJ4JHzOb<+s1tCcM>Hg&z>-_C#5#rW#bw
z4iFO4S7~#_Fa#?pfq3?VIvWO`?;}$34!dxIFPu<ILb*z-%p;GNJ7Z*XlZQ5lhX*ud
z4NTAN#RVyxbdWV)_AGV$?|eiINevL-NgBM3p$Yq9STt>VX?!=^99%+#FGkiTyo?t*
zk@O77QlEvu!OgIqE9)siQLMbrEU9k?c$&-mc^vP|_UJqLli7TGn*zrJxprsOJF32m
zFOtD^n&$Po1e6!)nEs%zbeWSU%D7uDIk5Ri{IqO~?VG7N;Fop!??Tfv@OvXQhla#B
zxwNB-S2+33KjK_URsml7ic9QRIft7K8z$@xZ_JD{u)dnblyjxF86p|3LjO{e?GKcA
znOW8rip7I8R8Iu)9^KMl&bx7Gy^Y%-NamRhdgkw4qaIjn@`{gAxkApd@;#oOtCFW^
zEwAnV$uiaO>Nv@+wnSq2qKqm)n@|Etv4kkaKZ~9hDXhK#)RLzY)Xy5+uIW4zwYi4X
zA3}|Qh5p#d1s`hU7i*Vq0qD^1Ub<2+=55eGZU4IH%^y_q=h`un-BX$}qO{dS%X{MU
z1)z8$WLcqS<QTwJG{PhaUn$^<N%@7%*cXr{#C9}~dH`tJTJQ*fxN~!1Xk)9e^GUiM
z8>)sn(rP!5^}&MumG?*<i~WIsE%?;ii27SofU=aurMo$QkkaHC;~}FXxqQM8O;=dH
z2dzrxJ0U%bFwY$Kg>5|?D<;i+M!e!LLDLS^Xa~X}3B`SpFbFvZs&1V*Y(i)Duge*;
zi+9v~Sz1c&8D$69MV|r59Il8H#OVP)U-6RAJx@hbWTFR_iD~xv(YCzVfxw3CUX$w0
zl+ds;ZhCepOT3CKPMmT1VUU7au%m5T9Q9l*_w(=W{W1nBWuXN|X2EIeV@fqF^JCBM
z6*i!wdvjS1Uk3)uswa(Y1{HPqb8muM*-c!RFz~S}^^Y;*?!<A4pRpc;B0|LSakXb>
z#_@($=P@_F3r&HjP?NKYj%WA<3^Wh}FoHXf!-=_T*G@~sDsAT&v$-?&g$CStHR``6
zyT5Y_!A%hp&$idAqKkjm_1ZNxfXXM$blriF$CLg$1l_AGf)U1>Wf{85_bxQq8=ObJ
z&+8MUMBRCxW*Qpbpw6v>cA4>QsvY_iQLEfV&t5=Rz=A5UU#2`g<laL*ixk_wU>c-%
zVB^iZuS~GoRB|+%S>Y(O6L9B8DZ=0)Rgh#}dT=e`5ZRK;sxp0gesqOUV1G~~$$^U6
zO?4cdtq27_fKrQ6E4vi&5YXwg^h@n4C%;0vgfJR8$e17!Qg6Op3_H-Y5_DNV<aO#v
z4YlvRkOX=TC;D70K{s`PRW^RUx*Z)D?_#9sh)otq3^^K+|Jj@QdDYp*Xx2efaP+U;
zus{mq*9-t@d}Vm$@kG83)Nj@2QeR^C*Z%IIIjLXrK%w@mMpDsDiNU;B+g>8*(Cg}~
zyh9X|ZO(;w75oe=+45^kQzIRfM;67q^jJG@|8<@C&(!_l;AOLh$x6NSVPT_PJbS}m
zf;s(Fx`u_oOzXxxJ(rb;bXg6*@uNHuK;sUQ7R`O0IKm*-1<CYjlYG)PW3#rN62+m2
zqk>~+R5((Kb6bTURl5HPG1b(?z>7gW<iC6Tx2lfwx~x7-GxHFQh2T&>1GJ3fjHoM9
z7e(GMsWJ$4`@Tmp!}Q`sSM1NIXI7(tyl#g2Z_^h8g4#Z8kJHqbJ3t<v^IQ1eA0<?0
zie%*G`?xQ?o04XN{8~I`xP6bj@+Fn;+f=|six|l=3=Qnrva##<z_O_r3X$q!ER=E%
zBVJmo@-)bko_^Zo`OR<ud=k8u+XKj1JCd%Up04IHkJs>p$gZ1bZ~j7PJn+mqgiI|M
zVm|nS%lf(E=oEXg-$nPDiAw{Bts0NUdm%H{xRJJ4TcZ%8M{bpL!BfLK6z*{|XxiEm
z#31?TXx%dG7p<BRwaD4}`VEp;YS%RMn!T0gcb2K973ml|U79_`aSf{wDh_Q<+s6zk
zJ3^EtveRoxqZact*IvZ8?k`8PHMiyNS%fnti23s6^e@_x0S@1K2pfuM2&~{HrdP1~
zmlD?>Wj&-WGm?Uvzst1Mh1w0Cu)@rI3kC&pSBvXweWLEIk)bP?E7i!*Q{k!d13l!G
zD(>X*3gsN4{!{+>JL!-4$3%Sg?^w|fRvt2As;7G=YNEWRqJDBM3ukX+6X3Z>tgfY2
z!k8>;z1ualrVVu3e&kl6qUi6-Fg^Nkg%el3u36Ye&E?rF+NU=44fEa|cNI-4%<Cxm
zV7Ssya}U4eU3$(7oJYI?y>i<zw?p#jX$S=e7!;V}8^(*WRo<t1MNtTDJRfCe@q{uF
zjREii12p;+G>V@R<7$tHvBMw)_@MFC#&sJi*+iFq47BY+-B-g;DeN&>lNx=aTE4h2
zcXKXB;kZ+^FIHwD6tgf0OV2YGWvfga0CfL&7gzD!MAO9+%=bY1deEPBUlN$hdHyvJ
zxNyLgnWy~D+0vgG2<#7&3XKt-ADLWsaQoOAaUuE@C^6Qj+j=hV6xV<bUTWZ?0#o^t
z-6GF7$-(I@?=&5$RUrnS61kw#a9h<Cx)WkX@0C)AxUBM26DDNy|IXjHakcjJ^02XR
z`R531>3CmClud~3p94`LF)2~$e;=0q_hC6XHo><xu6ADbY|>)*Q+3z`-}$@Qun8J!
zS~}WTd9exVdRuz^%ZQ4Lg&qC}0|#sT$s*!xg32}ycJ^LuB4TWUDz08O9&TV~3oo1d
zULM}~(_Vp{!5+G97FITFlK*;LU3CjjCpKZBf4hx>gO{h4jmImniyPS0#?^~WicL__
z!5M!Y{P#Z>dTnC`wzjzs0NnpKll*R3y{Efd_(X`|_P>94ydoeVCLy@>Uk(2kYyL4@
zMDpK_78Vlux5@ZVRtpRLGZp_`vxP-O|HE$K|7_)b!PhoE4pufw9v1%p$9%B;>wNq-
z&1L(~=C<oEgnv_}<fox|{ZQ=%TF30=>o<39J!;|gb8rgqar8y~?X-ScTM-!0lrPDm
z9Fsuxi2mi~U`9rU!q=Fhqi2Ho;newuz<$ko^YL(~`G=6MzvucqkRKk!#^s-Dbp$@W
z29Q&+Edx3T*+wbpeu}c<G7*2nk0WnHvK1ax%$5=Li1DO$Rroa;3(#m6DBP>~<98Ro
z&S*FM{^yR_vy78lSS8y?otC&4z?sV-p~^4V>yEJN;+PdNUNR)|$`sf5a{66v*ql~_
zC4DIa`F+8^GqDQg3KCgldh8Qg15bY0MNS&>Q4w5KEAsX~e_a&?4Bl+YKNsw~-<Q1J
z_`RBTwG8fX!r!XTAMq}R2)^$@{_D;i-V9+fo#zmz8imeb;Y9t?WveHmVuWW(F1)Yk
z2<|Z@zM$jz#JH1gmF+Dwa#!pZi+91t&IbmN-PWXbT~yj6C<8o2ooXA%6Ib})l>*ff
zgAsS^bE1us$ZbmiwM@jkLcp4RYS9jdSV1^^$GdKfZQ=(xTTa>Ud{<;i+O2UdA@y*^
ziIg&uhpqi;`d+H5JolM`8$Xrw<gt0d6iOwH?H4wRhDF3i8~ol;d`oy);xuhIR&qQ$
zwQ*}4o%;Y@v`gL7v>+!)cB?4iF2o|s8T1g5i}Wgv$nKcfK4Ka^W`6l6+xl+ElY~7U
z*8mmG(o-hsD5A&=8zXINhmIMF>h_fPkqV(t2Pxl$l|9^>Il8&g7ft?JF*>l8$)Uc?
z*85&0qp!S~;8U?`kE^c`gtks9yCU$%GS9I|R$_GFwh6@UhSo@+<NeveP$#nf<kCah
zzsV-t@H_;(Pd1%6J~*jmo0eJEc)n@NHF0N91?vgHn0+>-QUX<ERXYv0NSSY+BWIxf
zPXGhe)gx>rEl_e7r)UQT8Hmk(!-m5Ap7Vm?X|~_JNHb!nAe;|oHr~DBc6u!o_f6<1
z*~}|A)FgaKRhwT><6DG`Yl?SBNVA-)LqKqw`Ky5@mjOJEZp@>HBNk6FQ7|G28R~zq
zy44I_x<gBYv2YU;_jU@@UOjxB*V_>pBKIm<NigB-aoLGGQ|Te=U!1(>SrxPO1(s8!
zSmMpgt=+Xe8|X!i?~$L}i`I~b{o7|D;~Lr@Uzm@N*;c_y)gXS=k4qgW6;;T-O3F%(
zxo*497Y{|+b%Px|RO>z0qX(s7MJb1O(c3{cSNTBT!3P)SadRXqbPggb_R(i*SDK7c
znN9uaviAeCAjLPBeRp|omGiUC(2&KXtA004Xdtb>nU_qTMb5{hCWPV3fY8OB(XgnA
zq90zGv7v5+JcbWBQDTW--x9~<w*N(=Yd~IZ*C#h<PEudX?C+l6X!;Ju=9K99L`GgI
zm7d-oT&m|F(=^9nFgH7gVoR}tP_;eQ8=j<sSS70#t$iUF(Dkc?{k!{|b)wL=h-%lj
z@C$ih7=U%O%2w*f(WwtCFUT%5;XOs~gj177UD|&4B<(Tcfx_WdtCk!5<c1_<T1-YJ
z$+s0L5DS}bf@Bn-j(!0BUjD%<d2+_7iAtGQmqQPFzN_7lHQN0ymd7WCA+5S$2^l_9
zFmqLRI%G+%wxYjsJ-my1nSVhSZvWtO)$?|8F5Vuorl@<cZi((YI%m1LO~M2lGMoB(
z-XFtnzJtcP=d-^{F^xi_+2VqAX$#=R&!=-^)>xLK)*Le9Me@m_t=zxzRM7Bzj%+h@
zh^kFlHmox)MzFh2tr=QyjB;x0%v3d*bw%lmy)t;b`gWwfOCpc=d&e}~)4I^*oz3ha
z$t$A;qmpVekT}@`o4Wa^lgMx83+*ojZd|k1{Jz48x4+ueNYbg7vP;!f7}9Gve7#ZC
zCFAyzb+Hi2>wcTP7WhhN+ZU1RDoA{W1+UFJAJ0Y-I*4T^5arTNuU}DVQ*sj~eTUqC
z@kTtZno259mph{97Rn{pRVa~2i+**Q=w!%)zr^fri2#*%*7xp5ro>r=TU^8LRYW;R
zFW2yQYy_5BHGJdsFG$1+=JnIK?tL2zOS1DE3cLm2H+W9-o~Bta=>E4g6dZc1ncxcr
zT1bfc3p+#jtvjO+_5KJJd|`Nq(<S{Ffg!})CVrDn(A`bqN}x;}lrI_(68{UVd|7oz
zm}B*Y7rB2&!6R+9peNr0ktKOyi}zEWrIxDTuI@yvN?)8FIeZSha?ikAULA#AU6De4
z80G(KApO?>`A;MjmJk>Hk68Lo82@MV|A?jH|AScif29!rkud!K2&FEm_dLUe9!3tT
zONDFQdHL`g(+bb^-%xnsta0g$?XS0fSe8M7q>~4?k;{v|BvuMSIQA!Rd8`tyd1k@g
zAMb6eXw;s8WE&&HKE3qPV&Q%mCA3j}dM*3%v$a2i3K8wwNLJ2m^h^DBXVT<%-I;zy
ztiO}2nr(F<2zH4#)cIH@M;#z^QpZ<MAKk&)Dsx7!IHD=oQ|F590Po6a_9wWocsvY$
zn{9*FU;b-i8{a~k(iIaSq`>@Iy-+=;6m-ciX1eU%Bjg1|hFJwj{b5X>bz?9TXqB9H
z_Nr!!^GBC|AF8WUtHMr_Wmt9nX?De=*f?a(bJlpl&BtSvQeJ%_OV>Hqem*v)4ze4H
z%w9-p)x6#^{9H<RV3$qO9{g0!9>heVeEaSd?xTkwNiduN8TLr%iB#j7A1V)<wI?{a
ziNj{MId%{*60;Kizg*;>|NS3l5EcF39wIIEUmZkR`hVgd(vtr>*Am62UH^X_WZ&4p
zcda=!uc_+&Mvmv$x7Qo5Ia4X$Xmg~OZOyn`c;&a){rx*l%L6;v%N4a7I|w$E!)U#@
z#S_Hyjs}2%F5^0{z3(8~(<>?}c3I<0?uH_7&Q@@~9Lpc7B_-psvv<vTiT4f4w)1tb
znZpRDU$$uTeBSwA?7d@fWoy?qnvQMTwrx8d+qT(3$F}VbR%~``+Z}am`(!`Qv)|tD
zc~71Cz8_!J`Ee?<YOSoynHuvR*BrdoxV0xZ_SFF23)HCWt3FzxKA;GNEQ7TQ=T7cc
zwUc+A559q-Cg(j?XT1M@y{NJS!UGM{DqO%CXAeD*aa;wM6^__29oeIOC`o>iZT5<s
z+r4?=g|F9pOLV&s{As|B(^#Ha(G4|@u(7F2HSd+UVls_0q1HZ!6JhT3)SMtE7Rc{M
ziR+MV_fZDrm-b=**3qVRT)AmcqCuSseH1oSp!!}DtIpAErcQX+c;svIq>Um>fjM({
z`OGUHx`qKOmM|c0&xxN%DweRT)U8WrazoaU=75v*F+KUJE7pDV0Po-wbmM9yJ2U@7
zeJsRAYyYA2Lb}Xd%=xKk%gOs@iZj|exd%<E*eKtDH+$l@G@TQ@UD4Zi&6chDtIKkE
zGlVg4tj5C9uj}radk!w(ya*Y}$EKsDt&2FnH^Vr6sZpnoM2xPl7H2a~x!VI|s5wM6
zHFD0ij~u#Hs^or6Uune8u(5tHjQXZu%3T9?QoFaX4dXemwK-!`Z;oiyK7(NC)ZZLK
zF9_Wq@7FGybSsY4JZ4Xt9A~o?sL))!9b$txs9zK<K2^0(-XMsI0u-&D&Y(|7K1P)+
z?HQ-u%F*LT0TKDg%zEexV1|$p@om?Q>~*SNb9nnc1xbF#4UzH1AA0XN`s;YUs?Kj;
zRU~m??$P*@uV5g;c+e*Le)`mVanDw`7pPteC7ZUY(#dMo$^#J#^lbXMpU!@%bSV2L
zEYAcyne><=l?4PxNoVk7sE+_@v>J>68uS8S(t!22(Q3ZPzho@*SPf+RP!+qNMA)-}
z&7Xnwn2owv*weDBE987@SV$ccZzO#mX`j%iLimMb3R)gV9@D0ZWn&j%Xd(-HZe2@D
z;Y8`=3=X!$b3rU$G1CXDLn~~VEkdTVCr@Nm1k;}?-{MZOP{_CtvV8V1`kHzgma=Q3
ztEoG9f~J^CgLv4meFjUZPn<t_bl2AE>GCNym2a&&6?y=>l~=mnj2s#EaYOA5aI9wE
z#B=Hf83P|FRLZf!7ho`bQHRY+-MDB{-~El#h8&<(%%pLqmMCAyrm=yD-Ydi)N(F!)
z5t96B8O0vDQK{Vb1HFBsa>?QrJ(U5{iJt;{BWjP;{|4}7RjzI>Wa2LQaN|u1lkHN=
zeiUZTthY+Fyn#HF0}=XJM-6jmPtIr`*MlKh+B(E*dJ~?6N^tbI180_<KH)FdG*)Rw
z`sB&eTk!nSxdP=rE~W2Ub^;AN6WoxQ!#}E2eoH2sl=f{paF=SY#4X`StCnrt40(5H
zhk?D$>=<}*N9=;@(WllaHLn;rfuoeEP-jaGfzXHYq>ZOK;*Je=s1?rqjvOR{Jc48Q
z<3)Q|gY}A}K#qOHRcq(S7;xa+2sW8Eb@$hqH)q4F?9!k{YQVWO`<&|o#|dCpAk_us
z>PUn4&Z-h*MY_{!u!<gmJL8WOcf4EU`CKnk1%)Bc(llvf0MW`&p<DLiFGzBjedrj|
z0=vkOV})I`8p_VeL)c>IV&)W(;9D)euXNec2Q^NuX|O<XquQij5{0K2``weZ%x?zj
zF-7N9hAmabHZP=2!{;sR#Nj2~m~2b=%mP=kkHZiy9ul2~?O45M`L50lhm;DL#O^An
za_3M6GCK8|VGh`EB8z1JJ!!-eqI?+lEx<?8g$egOS^2{CYvZ9=Zu-#GyXg*u2>`c!
z2X33xgl$Ri&-v#<p(Js^&aq-TZuSK_)g~kXir5#h;)re%c)TdlrZj{H94B%)q<Rb#
z`@d*F*aW%-VBVa#(|fF3dC!`$C(b>}_(-WfNuQ?Q?G!5K&lkVqS4?D5Ha-_#g;}5y
z(^v4NS^Ga{Z^ji2oe2+@%w=>+eeQ;5X*CZh@<H#Mfg(Z!`w(i+x=ov>#Pt^ozC>cd
zL;7r6T9M;&F95i74klyQlopHCtxv=0^W2)Zmj|5aX75}mwN58Q<8!Bm?a*kN#bKL&
zwG8;o(vT64j2bXkm44sWNkuc;(4kB#kN)9HmOaiPK8Mv;)A1ADx>cuGA<>|_N7kBp
z{3Y0dPzh_gPm4Vr07qVr)kh!n)Dn(n4U%EgYn5Gl97bFN^mw|pSIDs<z$eL4pf)I7
zY{b3Cs?9sHYSHuygIAz5qt$|Rset?&?G9YgNgowYuJa9)Qp^j8g>-;%iL+s621>C1
z#IX#=;3+WoH7(_ZGteNPSBTfRcyxorWK>lWxP6lpB0#H<<1ncg{jRYW@kdQ*=meo@
zcc+r}PWJxpO`qB1xO(WWm5!A8iSp6=d(Cgkf|XN+r(#BPOnKB5{v5gn@*Sg~QWjS;
zzh>j(bQRCxD;JX7zHq3q>06uD#79HGdI4BKrRgl1m$!Rba~)Mw8qAy<llJlKsf{p8
zK?BN&S|bY*D0Hlc$iSCo!ZD0IyN2QPT>NuVU+!~v>|&LlhOPq@q_d_WjQ9(6mOc%L
z6wxlUYkBB3)i(o9BXE~0b-a4n@;EW+Q0;Seo6=8jW#DvqInK)iUveNRMgv<Z9h~KL
zpj`Oq%`w$Ew6rM$(dv(6zl;sVThiRVR|}Sz<nd=cF)^7G-vpc(X}CK+TyIk<Ziok_
z(KpMKY@J87+-00?7qi!I)@(Qxcl-EwqP}>vvS>3LdC^Bc{G5IH=H=P8#dKz6UAO8a
zTD-2k-py+(zJRP!nXbmKeH<qlvxD#e5o6&(K1R1RF)#~fMivvP$M;Cd#rHF$_uYqI
z(%MnpRmL%wCkpOqA_2?AYnO_}3iT#>L~F-OBVRsZHY0PI_7rJpC{oVs!=*dt7HWFG
z13wj|44TTWU#feK1j|fg%2fKBT{{}4*Qm_PKIRQcqL({hc8!Sikyp=e`a+Z=IoBWg
zf}mLi5Qg%4)qtx?^X+PTcQ>OF17?AUfyi_=eN-b!O$Eh%_9R=<wGHK{uM}anXpJZs
zz)4M!7;NS@ZS5{~b^hi#Q{jK#j%KAN@Xd>V-0N({sJ)=P40Laea0%<G^x<KrW)l;t
z9Zi$w7l>~kie+gQzaEuK3?{!p>g=`$Hy-<qFBjHW)5@9KCYY}Dgk43}7zdUm1FUu9
z7e7v0O(#}e{HZm|_Qh<1+{s8gC~MiGcD^~<BuM$y@zntrbbD8AkFI62q8q(DiFqT4
zl9?#Yd7$})Xy|M7#2Ev|j3{oGhc~Pr?JQd(LA#Hl+<-E1Tf)t50p>;%PBm=02Wx1A
z_RbM>8rv24n7lP7)Pb|yoZS0MCjCG$lOAt%9#9WOue(bhhFj_VO`Qaf43pxag9nM*
z+SThfVbZL@wc$D7ys6j<LoiyW`s|0yjU%Utc@i@;OjI2OHgx^Eb$t2XGDnbh{sd}~
z3rvCvDZO@KeXTmw@m~;XF@^x=Dqf;J7QAS&?(JMNq%D1&qRB?vHVV9WEqaYofcr5+
zqC=<9udO=d+W2Aau@sKXC7eg+q%Mi~Yt~#;!JktGsaP%{pp#f$L6biB^D8$@W#G`k
z<8Z0qN1S}9@Ett4#Smv4AUt8t0NEdL8@iL$FmKwhe;jb~>*`*sMt}8c&Y4FJkgS>^
zfP*Mpxxd;MIz)H68!_uf<8*{@3T2zBc3aa#DG)3XhZVAG>+<u}x~tVO?MPB%vFf#_
zr$7KBbb)@Yb-}M-4G*vJ^WeVjQ;S_W1tZ>P#jeDc3>OZ^297v|Z<z~ykT8^H={>JW
zM*{FS3oyJ`R?}$Z62QOa&446hoV9Ei)OZGNTObqI;|r_<%x{C%aNQ#5AFY6(?W_)c
zuhax%bNzP^kfWa}t5AvX*%R4;TzTm-kTOTILGpt1MypsnBIeDS57FvXk#+X<giV{*
zq+WInxq69(P~l7GJ$To6c?BS|ZIE%ohUT_$T1nE(XfYX(SVdxo=FsXWiF1ctIW4=9
z)Ez3hEv%6gp#gM2YKc<)J6Ii4cv}L}_1l<xkMip!3qQ%WE)aD53%o?$UtiyUDoAFa
zrQojEA>M4nU-aXCZamQhVr+xtY&pe7f-d<rJMM&>Ch7Lp2clhs84>Si=9)<!P{qX<
zga4``SoJ{qDU>%*`Ik_9Sz3cx9_GM(cl3qH!5hBq*IO4qpbF%s($Lb+pd%4ZA`+Cw
z;ntrp_~ymCD?7qOYaMAXM%$3+=l=E45$*j=yhBwVWaLO3CPT~xK}x3$C%og8k2`-Z
zd!qC(s2<vrQz3)0Et|B|FaMqWndj{{N1+5DR2yuKqz!^-u|le+L!wAw!MZ|xrVQDk
zY^&n2bNEQLd9$nCal2TX_-~Drg(QeFq%5jVFOck#citdY(kL3kmE!1k%1>B7-a=?S
zXk$blU=(@4AFy1SL{ql_W!IUpMpjn_1(P{?{Cs^#6g|{>{GI+BGC>J<M_yxz+2l+D
zyc;(FQNjoXgsEJ;b2V5lB!#K&?yOcbYSd~)8mXf83H*9*(7f4q!K&^KzxPL<&yjQM
zTIo<NYTCq)aRL2w_?HsUK^_k-zr;bzI`yM#<JM3{lE;E&;klgm3Neqi?Zn)Vqt6YN
zD-1Qf$#D>YRC9n81HHWKHX{RlruU<NZ^tNA#-tp);H}v&uD#9V#ora|onh=V05ztT
zm{#i<LocOG+{?^s$3%QlM=XTz{<wMxKWT=DY*+B}S&tuZAl%Tz{e?eY{-6OQZ86Xp
z@G9x`v^$3<VDoSwap;)!Yeul3=RDTBP4|K@Ppva)2+!K#A@}|6$af|JWFhbtEU%z(
z#AyPqyw#;jyz1hd-KCu?C~eY>&`s5=&=-WJiC(Fi9~C~7Y{Qndz0VM$TU3P8vRaTX
zOxm?3j$O7QZc-KMP?OqS^QZ+Z4;u(oNv>@#YtOvs*JwCP=uLv;s-3+`ibiB&N@3Q}
zX_!0uY=YH-B5N^IwI1MM?*(R9SMTPBCd+n1%WVI1-$5##E&~U7Xl(8lLpxP2#|n6!
znoBht#P(H(#h}i)sJ74Z>(wyp7~5B`_ty@*z1JL#?2TM@*qQVC_95@uOqbQy<-NzJ
zZvNcT{hu_R9>vUHV|!KzN{JTkJsjC?HV`!PgT3Ne_iKC!*~+$+4kLxq1K@D2n>M1i
zL#!)Q#Vm~@;zl@z6<BtQmkU&TCrK?x29@{&lOtwCkqGE(Y!dh3MC+^6jza@+e!|D%
z2XqN>6^%3S<>T9{qI+IgsUzsNjKmz3+h^g!2sd_s>qYFcC=8i^?9p_t_=j|t6o+U&
z{tc*3;d05a2L*@{WH(OYg(I`(oaj(Wwv`Dh!*)825N$|YO4{TL+DU~{Pm<pa5HfpK
z&FP6EPW0LLIy7b+?aU%ayWRZKf#YQ1!jn1&(v9XP*$p~14oLCr&IOoor6;J}dzxk;
z%s12~zeSSL&5>Jw2Vr2;AGxrTXg_J-rqRY%fzpvHeEGIO2xcu0I*;Py<)$d_&qLru
zJXL^?Qh-`FOteRl<tu^_G?|3AO_X@7WqFAK<)sq20+#}`SSm3Aye|IhJsGq>BHwwi
z0whGlRNg(3s6rgzZti`9CO|#(ohb`d&4%NQJ)Lg_zVC*`3N}D=4_vH!AZW1-wakhb
zb08!VZE4DTf?OS0jjV?9l&*gO6JbpjQDl*TpATx{2N;=>BB2!fQyraGtqz?SA=eX?
zY;@Ju-Hhy_DSMT9@3xJz>_dd1KIIxF%gs|(_ROz^*B;r#qIS>fkzcaxRFBYJc~;|k
zUhoxC)qN;KFDNZ|lL4w_rS$HdxsJm0gen#dG*Zoao`7j?BaP04tMmqN^A45jJ)?M3
zwd&u%h|q}9xP2MlT$U~t5FZK^*R{R}qtDO{t-GaF%dp;jsaLax+RF&MiaTuJ7VQok
z$_59lq}n3#O^=;Nq;QMk7%W=(+g3aTR9rOhbow@D+-m}IWc}W5eX<PrJAs`*RHnxQ
z7*vm9C}8_!B@0sER&TizDU^U$Ge~<-$i4|0?3KIH{;pf~k-}Ywg#dhAH%>hXAYQbj
z>(K$|MR8B4rSl0QpM71o1->WLvOy%lEYqGKTzpIIdTpjDp2U|WEyVvU2C3ob=3^>K
zXx-5%3fKPF+P@7lViNEN9;Y$!4G^sgN(}%3UWJro9CmySccDIIJ(8<(pvHU9Zj>%w
zJeJwp&d8N1Wl2}*hbuxLU8-gE$+#1jpiGwswc$1h8ULK*3DOFi5c!nt=3Xf*6Z;@D
zyx5fmBspO(1W>8{YCm70LB7Leog~e+Q}~OlNC$|yrzo{PC~mB1Aw#f1F~rLtRkls0
zb1n~jkqR*qEL%KU&8#v`l=+bHN3vDF=00P8ofuyju=hsZ82h&;n6afVp_Xi$-$8$v
z)GSvD(v6am_#EAdN5Zv;Cy(b-v;A~<4*X((26y-lf<XF{kQ)y@9lDXz|F`HT<<%Ip
z)_-f)i8~vf)GJU!G!#Us#42slQbIXzh!ZE_vj*-~F@e?-Hn1(9q4qtMR9X#1x5GtH
z8@w-G64FBIwkGu4h#X=T>?)x~Yq}5IiV}^nYYyizUk@NCvh1&-3X&ZSE`kiNfl*K`
zq}xp3q0RC2PQgJ~mdA@BrOYaw9~>XIvqf*%spa$sB9rfS!q%5)=&aT+hc3U`XTqwp
z8f3F*7O+Lb3NgZP(kH>0MAgSc3Ujb0f(=qj+lQ%;z&@x;XEc3&;sfAkI})9IalAJz
z&S9V!Xq?Luc&rWN(_>PfUSLRKz~9Q=doTM&T58V1L?ljxVc(Wg{RR4<bU)}3(CYe6
z5N^j^%HC%w*GS5PAfgy9Fn%<@4qxpXf{~|$c1VsWJX|W?OgQM52D%4U_vIIt%f0)U
zQ-{$iU5c1I8Qoqw#s|@qzgFI4(;sdjO+QK^D2k}Pp2*BBJvZNVNDW7}&|(L5=`S=Z
zf1KH;L5_Bxye}02eQ6yo?4c>)Q6(D`Axs8TBe-wL2NDVj`Y1ohUD#W7<J`4BR||B>
zdzZb`$9LU7PCWs04`53I=coA_T$fhu2uN&w@W|~c8ikru-&)-Im4atHb$_ABDNgvG
z_1%A!ZT~9ovaxV-{^<ZP{?7t06C>0AMunG&@xQYO{?Ar;8&#K_b~zCnD8G(#MQ|O^
zYBpVb2%KUk>3UanRsbph*$_^U{&OrKc`y55ZrrC7v9O3F^$HgsyngQoqS=-i{L1s;
z1(Ocp5<1t!jF`N+Wgq^}@w=ass02=V7Q+h|aHr~Fdzom5oI@p8Fu>zLA?DVD`9El8
z<H3l1MYs}-F+)l&KM)En)V{*$BGHcrr?TlLZZpv`K;s4;qV`FZliyr^SWdYWVqm0*
z^&3a@`&0=zbqG2MkmqQWve2Y2F*>luW3UY&_(-5=sDU<(&y>!kE8A?js}SY`h7*gV
z3!irb_sPVNxT50DQFwS0YV)OdnaRI#L6>0mT-KM%>d4Kk7gdff$AbyER^<>eqYg;A
z>8O@fT+)ug>=*(+kKqy2*?Cu$LGm)>0jKQOKwX;RVR@HO8*)t*7$ikRZ8Ttoa68d*
zl!rP}g2*LA6NckH31@TB{U~jXrV~?hnIkt#Z!0NpvrI2JD;2}%ZY#kFsiKD7Y^%zY
zk4sTS=R}8%HuQHX03)G%aXh}Bj*aluJ7E75BPQ~+yv|&_q3+5pckE}=2BUmEtxO{4
zZMAPwks~U`2CItHuTUoNPHRMQLrihY6*=WhV}3ai?H=?FMU2@DJIrTpg&VJ|)M6P~
zRoB_JOVt>&1?x`!&3pdXol2`(hr_iJ>d3mYm!_(A&#l3d%Fk9dO~-0URYm#H!MEJC
za=YiQ7&@CCm;q`%EjGEeM%y`;zA#y2nT7RAAs8-k#>DOS_bZL|ax10Bx~dz<21C-#
z&yC}4^#>ibnr(G|8@u7Q*`+<Kal3&G9*nAM9)o%RI#5l=kQ0zI-fDcCE{Un~7E^wv
zo*LC_<>i0(>aN~p>{YyCg+&oQZ(d_JHdsqBZRf+UuC9Jqda=zusI|`UU18#>ZXN=}
z!kxc5{l3eiydeb)+Uh^I{b+Bx#G@$J0`5OiYUkVB+`@l=D~{uxZiDwY@$Ck&%t$fS
zys#%Au(ywe_}r(7v%z&i{-p~b`Rk3zH02U3Da4R}U9Xv5;kvCNk#Tg5{sC35A;EX0
z$yTE7WqrwXgH=_@b(b|U;oelZx)khcQ}2t<S_ypnLf*uj@7lu~d>&Ub=<`Y&@l~}{
z`$h_NTZmYsE?s7qoNajOY0*&(-`2gWO&#bEJy~f1MP`HTa<Or@BtfcYjzdvhUDZiR
zCi}0`=9gW0>Vn)*B84hDMOf$5mJ*a?TZu|omw?1dMj4W=SO<_n_SjcKSjUvPf^zLs
z)N6@wNFG@fEiH91WKc&nc1{i!*w)iMRG8av+zZNRzBQ;i;8Q|td6l@_$ms+Pwdw2%
zYl{p|xd`F`xCXqTCR~QF1YGmR(F9JZMAC^KN>AkAE^AHsI6{OVL1x`0j@Ig{U(6Xx
zos=$cI_67iVDgHz0`dumR-?4v5X*@jvhuX54$@j)%FBn#%@Au49nU~k9jo6L>g8$z
zVME*;?Y~4^ldKz0#nBrau+U`Ym|G^0js)Q$X|vFcDT<-fLZJ(Q25pOK#*5{6V>3wC
zK{p9$yoNy3u#Lk2Lv*2_2}>GK3Cn5(NlwE={6^~oovTX~2?%@j=kc@vO^S<SLX9iP
zQ!sfSOM}r!KH!>W8Dx0e;Y240>a{GeN_#2Ni1MqW?vr80#A6m?jklnIk|+W_zUF#V
zk-fe$4J8!x%ypye-^TxfxQ)qm{hDAEad@1sq!2(nb%FhA{My`M4wZX+s~zwA#Bwx7
zP_~^q>}S-o#i>!Y`aj*kzm5A}et?OE`45$h{eQZF&(7Wd2B(VazuJ6EpB%9Nvrd35
z&f5MvBWg%~vEumvoC6%Ft8Db4!2~@tb?@*p>G{V;7TWM+D92G^;_r@F!Z08p$PW=z
zP<hfKgUZXE2wI_O6dS}LqNX$1urgxG2t;i?&dgvT%!xt>iDV$bw&vy9RNcA>jkcl`
zSbrO^wT|+LZ+eU7O)Y(h!=y&8?zZ%*YmHB<%3O6Mi|cl_cTYEK+3a25U+Q{qoz60x
zpBBDh^r16bBydbv`cY;+^K~8gNwszR@S)pdy>Q~^kQ4wZ&FcD!rc`oJ$?TQ|aL$qo
zbwrrYyjtE#Lg81tQ)PQqDU@AUgt-SvvO(3#&Ji1n>EXZ=o1~xoA{OUbM}J@gJ(RMq
z%q1FnAh>A8r~IEf{+H(dQZX|J^WUDH>+kOFU#<RsvjY{K>>W&<Ts&nho&TZ;x_H`{
z68`z?zkmP398|V2G_iLlWKb|Ob2fD$)FxzvW~Arj;9%tZ?Ca_hGJG{Ov2=ANWT9td
z=i=aE{wD_hCJ+7#6@Oj%?;m=$&+GX4|6<Gihv>+}_!s8>lKj6B68>sJf0FzDABctj
zjcKQ=)GFW4h<NsfRxKOh%6o;>zE7EFL?(k8MjQkRXjmc9^hNazTj>XfQee6t=P5d1
zY2p;=q4H4fV?|evHOE!lm<+NDN!a$v0&$$c3$%@^S`1(oJ06TT*!($W%@iS4JhO>y
zwMf+conlw0DS!!mBP=s)TGAN3|MSZzNUBjGXFL8FsQNDn3s$H@^9W^rMKSXXw&4@s
z*XdA{Ow7bhf{73|kzL919vPl;?ro{m_61@uCaCC2Z8G=kt(q=a3}~++9x2aBAoTg}
zl$UbpbI<VSVo2(x8I<NDitbjwKMD+UVclYD+%YB$ZN!hP5unuR;{8wcGco?%wP$Ai
zN2K@9NBlnk_!k#c(a`BH=H`DGlwVDq?OmOWO`ShUp8sj|i`ah>L+xDt`s6<*LC(~~
z(oopm16unpRdTX26S8r!{iVx4iu~)^zZLljG-Ks|VTM6bRQwZurXHVw`xg~e_&={A
z|9O@A3rc^i$G`9>;>`4K1bxy-KT+^0&A(x)!b-^gZyxGjpa0Eu{R=r#wx33biRmxl
zzW(13_OB2B7VJNySth3coq(5%mHoeL9Sg_j`~MZ*>|f`6%FXaemNhnYaB(%XA!PVp
zWRw0k^6Y6gn7_`#-JrRt3)%TfcKQNjkFY;z!Y@>NODeH7;DOa0#b2?Yl%SM)xX{6I
zpv|C?`JAXU=%nI0Ztm;4?^~_zZgo&`;v;4c?b#iz7o8Q|4^1y;+w0CZPgPmW)TZ?-
zF5DZAIjuTXyHq!%g24YThi<GtJ6In-ulxD>O1-(?%>)OhSEt@Ms@rZAhyG+3sHFd&
zqf0@sVkenKJqC-VL?M?y5FGA!p<?OnVJkMly7jA1H+^*+5Y(STaEUMvu9uFEPOdKl
z4m@zgXz;4a`+V^9YnjSY8i~2ke-rD3Tv26!qzOk;O-)Tn)0Q!5(|N1&$HI)-IGg*)
z;BfmtZ()r!pnw{m-H5ZY|96D+kDd05PKd<g9}&$*Tuzt&Jdw1<4p>Z;*Jm%Rfcm`)
z;IR>XN&gQ4fuL;WKqJaM`XK=k+d_tU0FO-H5?tPYobfXRIgff%(TG;zAHq)GK`NrT
zcbbo4#sA}WZ79E#@4%4_UjI`7-B=)1$0hHQETsScpZ>i9|DRmbOku**F<a?7I+cf)
z@|L2ay>ssiA@?H}FA$!If)3fQ3Jr`KmE03X&v?IM=VbXA_F;l=G}l$Z=EYiT4a-D!
zPm~-1vuCB(bRQ;+0x64WL$PSj@h5mE1(El95z32La;Fj*zf6${zx?M|UW9Z>5)@#+
zH%d49JtS?Hf3l@M03K+ltXiAU&P?*E5GnA(0IBCpT0;&TtbsPEkUDQN68Xw+s--jF
zL)Qs_Y^^@Os~8+d7ge6O#$mu~eOGrrw}6+Qb&TwDNv9whYp`+Wnfm9^ZNdY#uBe75
zVc4WL<6eI~s>@VGt1vWo22-V&l_xD$^EsqUmHs_f=EEH?Q{+_U(tfK<jY#qAqieQG
z7b51m!H*9M>MThUSc`m;*{=Q8Z#wuq^<4*i!*r(b6^Y2w*?su_kEO_SMw-r$fSHkJ
zuA8WcNXFNrixAuF*~ySGot2`y6TJ$D(kzzc&i#I;p-Uy%LuZ<{fcJi3Opjn&?plU@
z^ifs&PUb6nj?M!d2#m#)-E6+p4U$6o_sS6l$jchgc`EbLnKhj+N0xg$4kKM=GpeiD
zH$aFf4WgOim!yo5C&M`M6GWKt=Vp7|HSQ%&6>a+P+?+LQ+R}xDp@XHVy6rD8HsKQ}
z{a#^LcRJd!VXpNO)Fv*Ce|kF_h;+(V6z{KjX8H0B&C)L1cZK|K=mJ5#Hh@OV!ebpO
z6xnybxgF1!Z4rpo?mgJs&d^{Yui9H$uDGbKD-ENuW~cEwr%O`$PJP>cgSR~47`AO_
zOb2j2Tb%%ZjzPLkH%}s*M5Qe}Ap$ENU_1K}EdBVkwYTiJjijyjE+$o_YdMQr(cua5
z?OEf)jmI2=K};Qc=Hb}37i^!32p@aYmCI@DOs}2g>JYU7vXI-1h#uE^(h-H*SoIIa
z4s}48v6w*gJol49AmCv``{MXA_3dmQqdpgHIc&QIS=$!Jo@OyyM4LJrYDwoRW4KZS
ziGSyFlFR5qefLM6h_Jd2+Q*A-ZRGn7L3j1qYM=53gV($Mb+{;hVvsYy>PwR`r*2sP
z!l+_kLWdLAVrg)fgOcS+3<iuV%W7t!BFw(3kgh^w<s{QL(j&QwX*V|PWlszRDNC<O
z;I!zgU$?qcY8HZiM_;P#lp}hiTKHUPE9}Z(2GruD#%PezU6R|2SbY!pj40)c5g$PU
z7wK2<v<-6p0cs^+;-J+;H8mIvdKd0&#9Y6Rmn}yKugbS~wU<R>e}G1Xk+xWDLUgQ<
zQd%&(>nL=cD67NiRShhJJAS5*qgoG<kkSY!aIN<R3}<MwCXKPWLW=dMC(yV7!-Uz_
zA31?_s#1ylVm?VaL0{!Yu3073JZQ~LI`MCdacjd6+K_kDsLho0DyyYUs1HCj#Y?Lt
z#kEl2GA0Yczaxr~{K)iqc-xa<so#!6_5Y}+MNU#M>@fiEB)#JlQ>oZ=NTNDHDhG36
z216P_e5%Wl$MP@M_9=p9BvT$HefI*Cb})Nwy%C3OTL41n-<bdS8o^YOyn%y(R6Qd~
zrljP|5bjeL44+U<E0AlotSbEFa@7j)D2+39pCvwbV@VwBYD_D6EG|=a%b9|w$G#62
z^}D;+b*iTs2`89dmTbk`q?Fo`p`1(jGFJr0lFgS`R6!4DOVI@6+9x04lt|IWE>#TY
zRz*?*SoBD$fr^SBKatwJnA71Oofw5GnndHRMCw`Bs~X61Q%i)Up9{Q^mXLYnWz@>b
ziz@JAsXKoQ!3j4oTJ6_JGZfQHW@>g<E5hh&BDJ;9d1*(BYF)iJ*M`~AJ1vkZgp;{(
zs4zWJ=2zKYO8#-Tx?w;?G3=-e+D$ggHHKuS#VMoIX^|9L4t!>suhlnN-EX%yi{+S2
zMt}&prt;{m0TGpKN*SbvxF0<Rzsv>PHK})-*Q0o*f3y&ZC0!>0GeRER%p@u}rfLS7
z=Q7lxHmSx^xJ)dJybyd(ixObs>sTVHg<%LVL?=@w@I~dmL+H8kei@8`!S(xUb+4X2
zAVYGXpXGBz){s77V5-A@H`%_;G6{9sXzy@qxA_eLGTYVndE=p9PN=excpinJ1F`FJ
z=X5lsf88?xMgBH+rB7hn{}&Yn#g>PRbhuSA>c`7Qd?bThbA$BQ&F^4_x9(;AY8d^e
zrORaXp{fq>+)K74@#+?C->tVN(i9YFG+FNVd6st+h07ScixpepL-irD91pGMfttLk
z&&&EF8A4+CiE3V2ezrjM+%OD#`^;q8JL8Ni4$MNU)LO}1%l?T^rh_5F#8vPImgKu8
z4JaEmXk^W-EiKCmCs*3a!Q30^7rtMW=00eZYYgSJ9CUdzCBQYJo%BQk&{mmK6~4XJ
zS~~#REj64rec*&f_#Ew~+Z3`0epN8upm|_G44!4{wjvKWIUhVydqdm{@cJ%oR5{gG
zR1!bl^bs{GGfdvXxq8rc`m~?^-tgA1?(E^Q5#1}0S%WR!7RW7bkCFH8opZ0L{+Rwr
z)D21C_ua4hZ9}z_?+s!o*9%%V;t11iT_Ee6DUBpm@7x;u$Ql0Tygt@1RQK2YDZrIf
z-y39iglr(~l%SpmSD;S+TcFQzGROMDf}MH2dl;Uv1<vs;S7t|}T#i$wduX;3QcIZm
z^^D|Yta+QPYEA&#CLaap{qhi>!H+c^yiTVCS!lujFC-}4+v4h`2>R7R4i)zb>+OyD
zA3xt;LO)zW#=d5^z?5SyI;}?B_3g#~ZKLukko-@BXsxWRaoDVq@{3^0mo4g&v@01g
zw%pci)6T4%uNKq1+Nt%Rc-TWss*ri^1qi$_jW;<}qojVY*VjtmhpfWl-`@Ce(y|1)
zB$1xC$HiOd%l=4ve{Ib_bH9Sa&3ZoU=2Y;zYxLWL??PI8!44T9*Nykujh<i9H&>^B
zII9UP-HO8mM~9Y@OXcwz%v}!*@p^_0W>0ZbZ}P|x_d0V`+?|beNmNkq>s@dbbchYd
z1nCG<Vse=T%MpTi?-r_MnUwd|D#}_SXthZgQbBs2sC`QFpxV`P_yAc0hn1huC*<Zr
z6~b*D&k{TGbXFc7*N^kv)%~zDCTcZa+9=8<HsV;{qizKCb<=pRXDFVqfydg?^KQ3M
z)w0>ux}M-z^}2_$>xKcIvuuX0Rlj&(`N+c-JqUZl)1xVf0E6aMmB9Z;Y%zv79kMgV
z(B09{ux?X}CHJTi7to5?GmTEC1^R6n-`9{vRtxoW`;Z$?H>^&S#g%j#>ime(GD<_7
zst7R!>96@{1sv<sYDVzcR}!4-1t_FPWg=f!ITLT5UcE2Y)D~!NuDcyju$OtPBoth8
z5AXaEv84$H@qMOk8$>7h)V2Ie<nse*Q+mN31ctTE;QI!E(F7i2yX{O)>u8k762r`m
zpfqDrBVLB&FWK#@@940jvfXRfbg(!dFI}W%hcpl<hk_$JV#F`PvRTGbPK3bk`SSqk
zTl232EmS22Y?t3-B<91E<y|wqLwx<H*^fj5ZfD63dv&#Q)887Cq6VBtFf-)3-eQ{T
z><=Hewvj|^LKS%GCoE*-z9E~MKp$~3k4$yDu)(@N945Bh;H$(Jf5%SX-$6$C6U5l;
zf{H?$lD72B7R!*`idu#*s6k0Z#g2ex*1|obSYg%Ak9t<fVg!nIUpZLxw$x(A;x8EE
zlts)WU=H5JxW-E@HDHgD_;EvEkR5-|z@M-D!M`u6ggD~cEjb;LQ+A*y8o%D`{OUT9
zbLKW$X@xd`ADzco<eJ&~xn&MnkVo8rm!y;<GQ7U`H)|=)y$|}th<HV}5oWaC!Yg?~
zY?+dNuT;Ebq}P|dWM64=;q)A8hYX^(yh1IU;`5LRfxX>8o44o`Ph`Jw=ts`}><8KS
zmLGv3N#?<3qEZtn3Y;^AxNS=&zU*;hSFMMi=HZz#rh?RZh&=xJHFP|&S%?RoaSkIM
zP8nlcJfF00G0)=(1EYRgU=A_^ND&hsWBTo5<5%7UNm}W>zt*%9-qZhJ&p?|ZZvwES
z@5d*sAn1^SGogh>0-~w&nXwvI>vs8YH56TQFGJ6v5v7g|00;27t)ZQq+9ab*4`${?
zm;$oL$udQN^jdyD$MUo1MnxiqysMxaD@}S8Xz|c%{@$`h(4YEJ<}MH<KRKScTW)=S
z!Gz@PmzM-fkA^_-PSf&Pd48#FC`9iUy4sPyj`wRyO6jNX(MLc0`efpBuer0xBXW>+
zAn@+-(FNgkD%bTcvd$AVIj&vV9;<ih2OuMxDT~eLwpnd!tZbiXf4kqzcpfJv%W;1C
z#ShWug)oh7cBcHLGeQsfVH2UfD(t?xd+@TMhs*6o4qsbgIhW+%gUo4CEZ><SD%TGw
z<qP;E&lZc5y8DIiiYE*+P3lh^EEzCEoFQ7mDAS*#ka&C-yzb#l)D>r<-uA(%{<;bO
zl`H>DAq8@TJlcPFX<oDADO^#})CF_@bl;AwnSf+fK0?v_bfUzjlva&?qW4Tc%9exk
zb|HjFYI-JK!dhnzr$)S@Y<R4ApEo)6i+}*Up`W`Lor2oOU1}tuaOjSdo1Pdn^S^8}
zL$c9ve@{N}-~hKrPlbMGT!ZdY;dXdr=zI$`<9`7z{GO1+XfZksOF~EdCQgs4?Z}M@
zo#me2tS+Ew$T5$!Y<F;3t?&~ZixIU?D^pJ~u021J-VICIXf8)_l(o>+a`o&!W_3k-
zH;7s-aQyk63&^U;fM#%5nb>Hq`fZJG`W%Oo_3HTKP-$_WDj?PZEoT&ebI|bo8C+6d
z;alL^N?2iY{tSl`#YGriVy;hu_QG+6_2pSBf>B+*wTkGhAGFw~Pt>*=xc8eilP)uo
z)mf`_3=jX?vG{{FIRdYKGrHazQOu0Xcuc|?BMKcGkLx$f+QClf+t&DubTbzvhh0=+
z@ou!ghn}-ye#RcA=1~%B5f@!I^vim+UqTK!q^2Fb0P9|GLQubanp{mC#&g0L;(cDR
zR74;l$%rDIsuAsp*pH||Gaz#v3iO&%v>2xjEN-JWDiFmvNgSzxOS3|LqAqKStj-)`
zSIpLY4BW72N0(d%W8}-8zK81WFaCNDB{l0zu(TD@;oK;*U-z)TaXSizF+FVMg%&}h
zAjqXp(6$95o?Y7yU}4$OGC`+HFgkS1eOrCL6}g2?=P?@XvG=^^=sJ_=+s4X_&9kP{
zU&z6G8jj{@OirPw>LR~DF!AZKVa$Sho(q$V^5KmkL}Na57_Psu3pjHdZ)(VA8`kIg
z(P{u7D362)J~TPfg=YLmD6LKe6u;}#8pHp5SZh2apT=mop5uLcx&hORiEfO0l9@>^
zpVe{@bj5SQ{Je6I8;JP59jyGdzkaE_W#9~(OZsd_X$8dSttS-UAG=?C$e~b<LRoA0
zI3HjfMCm_M0Ts3r92KMENLG;OiSVci9@9uHOeTos6SW;v(N|a8^*Afw;~k%&zz?8^
zfkg22F7!L~P#ORhn>XHB#n~X+pLxL-<<AbP<;;{DM#sFuu@CN#*7L!V29JGAF15-7
z&5JV}j=`VJUD_q!TjcRcdKCV#EymE&Z%P@<$1X=6+!J;n#(#1BC~<aJ?O1~0N6|NI
zD(sC1gb*>_5iDJ1#sZ)ZmsT<gQ5MBlB1SCa42FB$+1Z3$cs+H79K+>5Vl69w_xTB=
zqPH_yoa?2=emYG0*3Ajc5?oQg+&1(5k$Q+J|Im@5Z8S=8fEhXL8`hV9xEU8J;1LsM
zM93iFd`VK^U|1~JT?aAK#!V^`?C9sf7QB94S#P}W&SOF|<t>d1Y)*TWQ4?RO<nh$?
zT*2;fuRKf<V8U1-CFrQ~fj%B28)$>jP|;GWf5zbGSx-%eQxvCG2dySqmXkZk`aOF(
zT!8SBTR*1ll96UOHBK;SoVqUd1qzE9^p$gmo5#Q3DhJ`+U-;FmBFMu5C%Bo)I9$A~
z%AzX`)SRC`u=MjK{<P3IE9FghWa2l4_MrxDj~b)ZDQTMsne6^-Zz9i?ZmZCCwlSry
z)${RE9!ExA3%}r>p0hCWNf6ifY(`#@IEg)u&++h+v=);GVxo2#@_1OCY*Pi8Im%(k
zbU(mbJ(1%R_JtJQ3E<yj17=_ts4;&P>+nBKY6rB5tGiwt>LLdUf1nXYE8@YxlmDH>
z2ULjz5kt&keENw2G}TL0k6!^0gb@vtXs*S#3km{f->L01S6GcaEW^KeuO(+j@p(UB
zYH8Q+$`?-YeRTMB-j{2*Z(q@9qgPw|ixE*2GZLMWL7YAR&g>c_udW4dw<lc2-a()c
zc%ywE9h;GPpVHq7lQh*>N>Q_3FT(iI4|W4QxvgPas!K>p4q{UdnRh?rTtiCdGE3E}
z(ET&T?WlP(0QUa2!cqMJLDzwZyI-2aKAp<tckV0<hPiOS>pEE3Shdqyb`FsoqXfm)
zhhT82Kg7U*ZE-P}YL<8yqG-dg*|vH|pFF-dh&ZtpTPoCfdv5d8ukrO(&gj=WFZ<Yc
zhd#-5M|Gpc?u04cRG<6cJ?E*RT<<S9pW6$@Z0<I{Zs_V^Ejw5DN3#3^#A`NCzCSAO
z%&t2N?woNb2`1I7?Pu25Ym2$Qu8tgWIe&%0F!n~;s!=-sy`2*vvfI2xW*XtGSB=uh
zIxPAp=UjvT0x32u-<d#<2^&Koptr-TGAxhvu<1w8??6rVUaRdWToB>xdHNXjYXmcS
z#)^g|6Lw!bNO_Q|g9?#;H%VC@D%A8W6ZUQhf@T&=3OWo<b+i`*MEK%{L3k+l5KrfV
zrnU{hr}GWMNS)IL<e-WGo#)_HWz0zx6K0DLy8h|u=3C&|`%L>jh+%PWenc^!%^nih
zwME&2IieAaaiYaVT5bH?`??kD5W_2s*6^e@CN>We(rnHA<Q(rhM;>_OW5N_4&ZnC@
zo!&m)U|@0vj|iUPf|2hSp)#UDAIV1RHa&$x#%(Gz|LnU0GK|R?9qm1MNW0@Z&pJ>Z
zLeQ}FhH|<BwY+Z!sd=;7yx|0CjXwM{=2LSc{Tz7lTTh+rr@kx~PxAGjSC#d_lP{Z)
z-cJjFLU0PM^`Y(Uei$vM`L6jBEj#oZQzGCynw*AcuS(n2@?0b!F@b|o{xQHVO2AqV
zA$^9nG)-!%BDR|kKi?4JF3A=X-wE87>BPayF_D{!i)|kzSJo!28imnP*KFd3R8vMr
zN39YyjT*CkpO0!qb)c(7&?|&`r=hc3+f+&rtzb97uDs8q-}h&S%ghJqyNR!U^+9qF
zd8vyQ&h~Lto{QM*#HDHLe-n|wS9?hQiGJ{1)a7}8n(H7);a%i3qQY4w<tN{=En`2$
zhn#z=t!)4ohr?{yOyXqJy05!gu!r29jxFQ`V(ShxD0IkSh-j=_CUh=@%FL9QcxD8J
zc_(fzlZbs^DAmsrJiliyO6PUi?hoJ7m4ifv4&>Y`qt{~fU(`{<BW0;(WM&;%8Ei1@
zXT*tnYZn6)x}kjh!lhZzFwWO9;hW&a6(1Rhp>Qt8pJ9RzqtBqG(D+WuS}i?8vyrLK
zs`3ih78Kkahkpiq+Mgwj6HFzpNuk!Wr3u-wQXkN^?v+M8Skuyyi1G)t%$wAwWJHN)
zLU~^%XN-dv28}6ddnau<4&h-Its*>0fYUsGwd5Khl!AoOh%$vis12nN+vr(_Wunr<
z0=tMWXqb21594k#Dlt{Pev7@XLU)C7hwe1^fIs!b$bD}~D@zRSW+*air=I%VA1NY#
z7k8^fPY9SX-j+A?C|EGPq%5p=THQQc)yyiyJU`BsUWGbD2NU#Gz;kU`SCx~A^&$;c
zrs@)}E*JPm%4e`fk*CVExbCWBOM#Dy7_-t_Vy|tTGAd7lkJ=X!ON-RK11-|(`Sqj6
z9<DKWp<SU`8fm0S`ZKrq+$v5sY7BhnB(;HDR1?6G%pM}8CXCgW4J2W6Qi4hXjXov}
zH|l}tDi?0wTI|D!%wqmr@ggqI&xaF@K6-GyECB-FcUdw_uSab>I*LBk_RR*fRDBjr
zOHF$iO_Z^rG{Sm@ACAn(5m=-#LR4L`XPAa5HozFRPCIw=8f0>+ZUOI{oHS73h1LX;
z8OSlk-&h<ylmDbi?L;q~N)H^ZTNpcjCPHP<TT$boR5MK8jQCHLn_eRCM+8j88Fj^W
zVxH>N;%Z0Xu*O=17+NeQd^ddLgq9Ke7MFqKCKGI~^)mvqh6xUTTKofMw>c@Yh!|hC
z5sWr9Nko%D`NZ@0o^KCBO~c!}z8EhD^N$TwGZhpNA<?%QUWbQ0T5B?%$0KxiyvzUS
zjM-3sZY~zV)VZii*B6Q)VFDXDV8n>^!ERtMtVGbn!N=(!Sq3&}1eL+$c8WhkxpVRk
zTHZowH(*kJHkcj^gNP3YbBGAEVh?ary&K?ngzQkO=|blvHE2dNhyE|$_IaxT@{)Op
z6-JO_s(?{7SXG<)UQVAAe<3Cbk?~Cr^^XkX!s1@5KrGLLZ1;Pxb;d!vHo&7_GocZN
z!dD*TpASN>vX@d5*@@pCviotW4POvISqGzSx(EYjO60RI!G6X4N!|QG1%a&KBp%V+
z<q@EV<-*6=eK=paYgQ)>*u$xtIK;DD-4SrVnw7^bxRHez_Jsg!G=sw%+G%Vi%`1@5
zwCDMM76hTSeRr;QQVM~!>xNA3;I6`>KRy`{Pb2y-oqa(*Q~_<!I%z1!><gq8hlRe%
z^QUG{w>uG_+_v}*G4K```qRaxK`kXIiR<Jfg;qDFH&Y$Wnv?UG6hZzyL~u4_M_BK~
zWaUT%z1<KJ(!InUO;{nXjeqNKx1_mdMz@~$PY&+_0jy=`s->z^gJz5oiyW91EN4U$
z!;^8D&cCcgU%srSWrojeGTgl78+p(;Q?B9s(-Ba#^+iVo%aMAKtCg4t`*W0X<+qTv
z*sr2!CzLs^G9SBPA&b=c*bKOfZ3D`GM<9P`X+lhJtY)$z;)a?T$4C(qmOT@WiP8?|
zQ*N6m&J2D0y_&R2a+aO?bnm;Pr<KxN!6ZAQ^{4_$F>qiUDg7QLQ&D91B!Clj?W9R2
zFVYC!dHHqbbJBDeeh6#ztXETurkDOymqyf|+@=la3tcXEJ@p_xK8Zw(=p!2-VnFTG
z29^tZ6HjYx%t{<H!b#If{b|zsV#m>@fqD^_8{hA6n|jS&LNiL(I;Xszfcjo!!giW1
zN)EyPo0TPB_xt`*sa(n*T?Np~3c{35mPIu7!$F9&U$o)yQi`HwR=VG!sNyy(`RVOe
zHmdfP_F9!uQ_=aox0>fkDw)m|<vmIsPB0Xt>Lc+!r=9KuPj@c6gKU#Fywm+KK=UF-
zffSwO67X3~*KEdFS~}E9kBPLG_Xga<;K7a||0r<K_NJ_0HcFW^>wYG`%`~pHZQ!J<
zAO(X7Hq{yEShwk}f^N!f;&H5WRVFt1he-#5YCt(0FUJH|fMvmkI;&l)+7VLH4A^&d
zhsB0fJ*@y}TU6WkqB*z1tu7n1+{AQ?pxfo>mM^3@yw~n-ge2S^=!fO>>)F>yHOM1Y
zf^lVNE*zf;%$t@E)9VsHxFoSpsAMtp%V?BWKufDvmx(2-sOF5cv_7YJ$WfL?-CBRx
z(J(#3^L-U-9u8BkSBXymBQVPzYSsB3mGY7vD-fOKYInMVv0pF_wqH-(P>23nx8~|i
zaz>I=U|sIz8VvCVOo!y44c||)nvD3^f9yc*4hlbvTJh8$o%e{KxXRhyd&PEIP90kX
z*2>O1g>U!5O!kq;6fb&j9k}uu)Xx1Df%y0=3OgKEFc1<sFB5C-$P}@p-{a-p)wLLq
zy3N^MSyPmP@GIpMn2Oc)HdTsz9sWIORc}@nqhVXFjGOP}`jKYL9?L|t9T9m1>SiLo
ztpgmeaUK4!bpzWF8uO7o`xCKc)QHxby8<pdaXCQC_Pi2q><s5C1-{R+DJ4{{bIfg;
z^zq=`k9kHX%;eM4%G0T~{T&0B5Q%@>p&cl9JN4v#;mjev_vsf^S|0vSR3YGIIIvdL
z@bty}R`$LRfDjW)UXJj4JJH`>v8{s$_Ie-f!sfj+_^de2n}4>kl7SlB+AHfegu!Hp
zKurSa)J>Dw>D9(fP`=7r8c`8{tlCTKI~5y@(dnoWbLA>@y|<Mrd`#QND9>W+Ay{gz
zFX^FewXu}ZPYllr;2KZyg}#;aC02=n)iM}M{s6Vz(v!uW1{BqTg{#a+am@M-+W$j-
zanJ_D<4+Bp32k4ueA*9hKm^?W?{;w50BSwe6It%e_f5Z=9vd`2<3PvpG^Tt-PzCv=
z)gp->L8TWz17B77W^aC*YpD&`cX0XKd*;(r$#z{cc+iV{70#2^9}#_iLqN9gPLCZT
zQmp5~G#dcU{47=<s;Y;+ySTj$YS$95&Rbo-A<Po^6uc%9DG=%9izhQC5B7I{8Iq;M
z^nNZI9!M3R;)l53wBby8J4A8M4Nx2?FwbvuEp_gS{@5j$ac20QDSA7&_SL>C+VJqH
zWH<g4W2>J+_n`a~?e%Ts$o(Tx^H%qZ7<0PME}%b}17eDs#%V?$89`xWD!n?1b-pgl
z`bb#nMA*~!AC&@k;=EwR1C;@<#*K1Snh*s0Py4>ICjW#M3215JKeNeUviLD$)ib1M
zbt+&m{aGZ8mT1P(iA>gmJAGie@F$vSzj(N)i5yZpI}(^SExTWN4w~ep!GX6*bZ7(6
z)oe`qdVlkJl2%GnY`;=D?3Lj~>(m-&-}>2;bL^XwAG3E$;lp!rjMwSSjf*NqCyfcU
zA*hAH>sv3A5)A)RJfyPSbmxMAxx=gqcF#}9<yvkYM{;{&+&^7G>UcUc<Rfy-i}vl8
z<{7}z%lqz1^$se_#cB}&Bc>zDd>-?&<GaN<%hF<|s%iOpEj3%%PUdk<uuAP^EbhSX
z2-j#V?(6Mrb8L(mWZ`6MRYIL|(EDH6(lj2Fi<xRApbG$~XrM;_Fs#^5c?bFGIziVc
zha|DPz8aDNZ5_T67KF!VHjxp0WCN}WJCZpD0nZ6ZbL114oxd9s+x=j7pV|5u4|^i;
z_N!Wnct97M-EgI@HQ$_{4<fZD%Pg!VMsGOPH;<owW^=Et7<F6p!#<B&KS#`4td9we
zL{RQWz<|HXdRkbR(wbjF$deZi;hxa5L<T$n9+0<uvpx3NJ~m&xjx+KM`XumZ-ha0G
zSl!!f`D0%UpBb~56CaC>&ZT%9&~4>Qw7~sdK5G`SG=F=)O=Rewd@XD~@Sj#18anTy
zxa;w5!B6wa9#cf;dK#a{(Et4{=kyva9)jQ!zSjH9b%o2B5q#g1c+u`Ip6Q<*+h*eF
zbk$mX95)|)@^+6TEx;mjAs7!o#aT3<5$>}P>tAU3owkKVP1Dw)w&i|x#KWy^k(^ib
z%0ZB%ClJAPrTn`DuBt{dIh`3xBs!Qx^!*}-`R_?IwAHp*0k6txOB1^z>DIN?-)p|C
zMK)&l>S8mIR?}^E+Mi>hL-&1*X3h-agNe}<qQ<rDTPt3`;Q4t8VymiJTvQ#J9nZ@*
z^NkgL?(m>SZu)v#hkyBPw0DzU)RpFQwq@sRdf9@)h_6|aIz^G=H=}I@r|%k#+ULoO
zkIB(<W+U55>Z8Mtg@Knd7W(c%Pdj*Ypx?_@Nvz_PR<4o8^k0vUiwJPGCYrUjV>>mw
zAX;BFruSMgt{mXr%-xnxxFLJBodJD)g&LqZ5Q^vM!HYj6vaVuS$xHbi0`HvtL6-OZ
z|Dx(E!=hZ<t_A6o7(z-wx{(Iy5~PHobCB-tPKP0sRJyynyOHkh?ry%>-|_6NFZUn*
z%pF&pwbnYXm?nTJUJ3@XnSgzJP{|kB{ZI8NI`sl&7bPjd#w0(P?gki^!MbbF@;GNd
zL)$;VkhT(hHs6+gQ`_ErGkDvS2PdRU_l}N1guYDh7|bwc{OA`V{)-xW-384pX+&(U
zA-rbvj7C}??8)`CWqGTz8Q^!lKQ4YBtF~w~-DVRJ9i7!xDlK@PH~59HaTNsjt1s)l
zzJz%Xq^or$ss|{?t53K=Xwp#h5n7`Nsl*u2`(^M~B!4WaPo&&k24DalmRLDXO^T4N
z@TMW49y6-W^=0N5_xZ!4p2AfpExTGVw$!-2jCgMs?#JI>8e)}~?GD)U*cpa?yj4sr
zXXm?<bPROuekO6b=m-GKeNmBFwBr^f-iT9CT6_1-Pl@VjYG!$!`X#XWJUtB!Gd^nb
zRX+O4`sdxQ=*4N${MzN1LB0Vv(GsJJ^4^^GKE@gl5KpYlrDsRp=h19G-z3wgk<<QI
z&$ICanR}y+tv3S#?u?6+^XLFtqw75Sj0ag-WZ+GZKP-(;61_wSJ&tq%XAtBcn{!**
z7iy{RyKrbFfM{iZ@a3hSZCnN5X3p?8J+@5VCV815zrS*5L=6l;6oekoQnqs%@Wcj;
z9a^3+E@z3x!|>BZ@<87skS<Uw&tmA*hw<t!?cJ=jty;z!>k@;F;uw204ucc5Pi^bA
zoHwV|c{twZtU`J>NUCLRZ;(UTVY2Cm#-e0?`P}XrHh;X&U2e~r+RaL9Q+j_fO_Z|y
zTH*{mBf&+4*6Ds|Wg4h`b4lW>m102YA40sHe+&?~SI6zkU8nt-be^za`t5n^CCh@=
zO`P-ju{E92CmcSYc*<+x9{u`?Y<<p9pl9QFLg+c>5IIk7`Y3=N60Y|bsP2Vi3Y_LO
zRDASB3>ve4cm+)Y-d|5nKM-FH9)<G*)jF!{GDMSThj~x5v7&#9=9PzgM9dEzESLzj
zR+3k`)^ot}LY&Jt(dAJv1&|_xZdXo31)D42NpYWhl<Kp;pc&8BjGy0bCbHS9>tRu=
zYsaKVz1BU!$b2%S5uOIG9_I-f%`|!5R!v~7iY|b=4b<gesIZ)VFIo7yO1)dwV#aB9
zujtiBgDmhn_mbpml>S4KLPv<UY4P&~tQn$^;^rkLu@|Fz<Hu{$i@xpOIs>H&I&f<9
zLu;Vf%MS|f?HQIF#Jn#oQ8(XmQ)5B!t)S2Tf8i1hlzvvSfcOL`I95AnG_k`K^1;|f
zpz`EhKz@@bQ{95o%@Rd9Ep_%z5RK+g(aXeC0ncTn*c&ybC%WsJ!Cl`rUf0Kt(p#4J
z#)04Y@n40u4hLeNlO;WVNgCs^bTeU<s}s8n?A5&{VbC#j;XPbq^We(JgQq@>#tclK
z;m-pB(FS*|>tMXQ$D~NHcEGrvH2SCE<YbBWdA;-ewnHahDOh<h$+nifA#lQ~$RF3E
z-7Y?s=JUB;vVD<st{9{tO$?UHGsM?JnECdZIb2y9WU5aHB=0Y1=yStwx1u~7x*#y2
zX7V09a=DZHQ!!kM@Wl&X02iyPoVAIR0UFKU>N8k7O`7Zne`MFEEm>fk9>-R88X+a~
zd1Omj@3DSD`-l=w+uPP20#0bMW{=7JQV*gXZdhpI54XcyVXif0lb>KJE(0L$*UGZ!
z1Wz<Az$ccO%sL|pqP5fSYu;T-o;36t?g18egvI5>=#F+7z+8w^^qRQeSDHS$Bl<YS
zEK0Bp7`(pg>(7;4U0(^+v)hgySrj`wjrTPkrkPNWp&^`XeqvVmCig&U@}c4zsi%NI
zPeGqibXJHq^YzTZVs>y>rm_+NHK;hLTteDasP9>@JU3N@e?9;fKH*Pdo#uh<Yu?dS
z%L_a#=O&+K##;<JLQlmgUtlOeqYkt#^u_7^&AkF4G@}8dd**;d;NK{9-!+|#>gjW%
zpXk$w^1XU9)D0!!Z4Ongb-ro7Ww#siO>k^{Y7D=E5X9<W02%MOoF|~izs8N8ct?_)
zz2Rjdig;&Ro@-E7=puAD@EvLkGnTg0`3Yo0emc@)3G5TZmzx}J^RtJV5l5~QG;X_F
zHms4U;P747YV?`JF9_MwlxDJBEI*9%=7h4}EbkDRyWAY(3m%J`N#DKi%@x`!zd}oP
zM4>R;1g&kx^y=XCZLbur0@lC$Q(d+_v^!q*dV|J$hwE>)n=H=NQ_|uWsFCz1cjcpl
zk*0%KCMtKYt6AEd&Ub@|?KvK6Ovt)S3afx305Zo>5%=okl=)y=y<)I|-PI90M&bm#
zw-@A=^{^r21z+k;>L`>+09J?}?VLaqo5@6**~g2r%EEY$o>!`FRruXyp<xq3SfiWk
zX{g@a^&%phU$ck&DJKN!uwG5FmqGHA`nRoDa!F&(^OtHX2$JE~35<R^H)zl6v?~#_
zilru-BRht@CNF*=;Kko2oin<KH-@E|yr+%P{xqp;Wc2|)!g8MDdPe%qh~f$lhR)yX
zxS;^S&<EGh(q7?R-MmXr*7YSr8}aPZ@Kl25jk$I`(r~WVh{V`WgW06Ak!_(Q6fVn!
zxv$$H`+t1F`%!dc%glmV<q3$o2`j!Ke`Hpr!G2mgwX)mKDNSqo0G#fF($)w!5h5{X
zQFm)`(d^Sri%xvq9}XT+`qm*?bE3^Gty1iacA|45xgx4OhM(;r_|qCH%dk6EsCxb9
zRbARQ&Br-VDEm&*@?^ot(sSGi=_HsbApqw_uGf&AcuSQ$(;uh&Jk6IYI17r36ASK8
z5TvdN5zl&!@K{a?>fI{rNE|oGZhpW!rus70cr3YS2*oN*2{DHDFolEzkoaI?i3HBN
zEVUT!r3{MF!yb=uEdj}%&ItGIDU_p~w%5WEDv=7$TFiL;53k$9ST4g8eXBjj>+YqU
zAcX-3m5}JajU=C+l?v289<0gwh6`v%1p8KcD_L!v4x}JyTLv%$wV#FvJ;IF0B{=|h
zL*-n9;gyn6dp|I!uBw~La5CtkQ&<{w2Pt>WCx4|NuLHIn!EleKdQudgdWT1Kd@0GB
z<n$ctw+F1;#{WhPs0R#Qj3p$ACJ$IGHLxpeFn*UV)kJnd0?IxZ7CB2uqBrZ29)m|E
zDEaK!*{xapjZGDdoz$+9J{^dp+j>Ziv;Ga~F~BYq&^v=40!Nk)3$1*)B_`(_B~$%^
z*#X}&s-Oox{KG!v+wTl_%Rveb=E1&mY%EZ*%F<Vkh4AH3c2s|w<)}}vvN}8Q(BIv~
zdCy!f)1dBnepMW7Pi!Y=gOqVHfK{O;^!n@CND-GW9$lfVXjuU*UIU3zF<({CbpKu;
zGv;7*RXT?Ids7+W4{0IQF_N9*>@u|cWhiVkI(-ct9jj`X-+2GZX1(ERlz<Qd+|kZk
z{Q#~_tl0Hz5l+0sIa6kCElVhy5L3`qNF|krz~bOASa8lCjVZxIf)BhsIj!P^1&_j=
zZFbhz9jn6VI`qvt04D7GoXq=|CM(NRyVP2Lv`#aEhw~!PIY^SwEbC)+t#3}Y*j?^W
z$NJDa8op0d^%<zrq&l@~z^w&^tfm6QZ`yf`Kd%MA0AnRu>RNHS5C4V7QNk`XX;U*?
zweuLqU8GVZNwnI-e1}_DRWr4-M9#&B8X!hBdED#}GH+A%pNDB&+_xgob}`SW1qHjG
zvt_5^$A8+_2IQ!ib5~j#?Uw0LY`?xvxtQkmctF2?%kYSE<A)PerK*^A#P0N41h7?c
z>|XtAszUWD;w^!&QXgJPeq1)*mk_o=U!dFFy)He+c=_Yaz$xrs#YP<1g%bMf`D7$9
zzexLxJO!R#(4r=smJm@f9<deILgPtmz?_vzC>ImW6~nt}pi>F^{;yCuwh_E4wqXuQ
z%b$K>p*?YrGlk`e)?wO?pDt?_zEm0;JS9(#UVmNk|B+=Xsx~RL6t<{lt_n~IaaOiP
zL@jIi2Gd8tr#rLXJX*v&wXC_;_@rVj^Bh9eP%=RIf8I?~(8{3(<iaEXKIr<^v3!{S
z-N=O%pQXUbT1~@<H4dmEy}C{r(H4v^b6H(DfbN<@!juQEw5UrYQ!%UG3%YM%C$(79
zh)M0E1vClXS1L+sWG#5a*myPD*3a6PcWH7fu6i(q!c9|t-#6d92aor3$Ng3H^*ff<
zPXu<)o@wAMlJg`!S4~f6@4qcQ<VJc})F_^=u*VtdwrRdX2wai;872_~8-dgZG8Zy?
zVP5tvQK3+wZ>NA5xvTF{4_?~OWo;^@r-^1KSUVTjWHSLj$0{-v{<yDL)J#@I)vafI
znKVUpqoZl*wNUvUb|ga>l-=}RXB$ywe?j06y++uDJgs_;%Y-4=OZ^jw31Y;8nS_uW
zUKzrNxL~;@S&1>`y#9?w6g%v|A4vk-dVH?xkn$&dElY=M@TI@z6(<)X@Gwt?X7F^)
z5AkvF8jN_EW3!bmr7W$F*g0e2?D#gcvT-zj)xKv{|FQ4{Y+(L*a99VlHvAaLj!(o`
z14dzJ3X9}lbA`)PAJqQbcvf@YV!!y;6OE7@(Sc||Xa*34!lm!!+<N0aq3x#Sn!mHD
z#j{v{C*85HemVsGjT^vV-;%@XNCFrp>`0vbG5CpEN{TDhRN@HaVgb`%#QLGI50viC
zia#O#C|3Ha^v^zfg^W9$X5~<L#OJQKo9(O#XiWY+JN#N}NoU^0xBV;o&tgd}z#}cG
z*QJtxWkMJo<Ze9rKi<+SWY5$#E-MD+2Ao<C#mUAHE?Nh>jU;k;6C?PHD&Q<*F!sdm
zSf-YimI1RQEF3XiWa|t2Dav0<RSR|@k6xF7J&_$(Hipacb-048oZ<BH>FTPcrM(He
z#*ixNP`62{7gv`po1#{&*Lo7qpI=9{-TX7ab(v6^19ljFPYdZVpAC8k{tP^^93t?_
zmn^8;nE6BEXRZT&n`U&_3YN-w<&6gp*PuVKi8M4?+XWR65G~iIfsfE<_nB2^E>Fm>
zfW{X2{g#zLC@^tUxzh4onl@Sn|Hk<s1v9yl`mZTg4->}!CzE|Rx;mbB*R#@*E&jM?
z$ycnV$A+(Exn;}BMPU87@cUhqyh-^O$xVaSfzc}6pD%FKg4Ov9u&_ZPX(YJw%{1_~
z>ST_MMNqDv()3GCd$`=Y81}Fc!wKt7_{&v7Lrq*i=3MZBIQ9%UfK3ouFtIb)kQFnx
zqITeQzRW9Y*A_4yB8cpb?$5I4z`Mx(ORy#_j0OE%^)Q1x(3ROa?><%@)0*jH^LZvT
z2w-Jqi;-`*r@vLm`tqhnrRVX}f8reIKf5T6uBN5mI3wh50Z`;Pv9ttQ?LeEFX34WV
zRsjMdo>H0cqPtD2HK75$9TEtEd3)rqbrSUo$&pQqt*U%^A4Ae`(}1l9%V2RmB4;Le
zwy+5AEK^tjTrvJjv)AA4g3T-Wmi>=r?iI453G8TK!ZTO%#>HDz5LNI@1FY5JzAXi5
z_tp~v1*t?mJnBhT`)!mM#<y+|)cK0hc4fW7bO$=_kRcBz|2x-dTG+c7&@cabtKv!$
z{s6q<A{Z=NAW5Qo2ceN`c#F-G{CO{g#XjLjo!0X^+wuQ)<5H6FjZ*h%Q7F&b76Nmd
zBH^@}FLii>x}&NGotQ#s<VCNmk<km*t)D5|_x{@%j<T>zl7PWr7X}iiPf||~0p<lv
zT$zL^xPa^}s%DQH&zmKecJk={Re&#T4)bxG5K0oqzpFyHmU@&#r5s~syEy-5{-6xU
zaUh)-!esm&ig23K64rNKGpLmWzLk_laU-G)YrGnPqxnyZ_fP2&5s1dX7RXlP7fdhN
zV`6j7pD2I0Frv=^qA^v6pa+jX-7J-6TLDa^i)xN<DQt)T`_lKL#mJ60z#_4#ZvrL7
zQfW0&V&dnwq#x0!Gv_Qh)qw4w#{<Ji81!2uQ|hJr>ebCp|1GSvM66xv0`(-?m|}up
zQ0>w;g`u(2vo|42nr5u=nx9n<-PJTTz2~;n*6%D3H>|HIY#aXXWATBEKhz&-)55E{
zg9@kpia#2o74KOT(|@3R8+1!3TU1k6(vJFFKDY78qP_pWVU7~!rW}=1DIXc5tpQ18
zt}G+jfICuLoJ|T!?!Lo_$x-73vT-#t)T+e9$3yvSnXaggMO;sOrV57cs*aUp81nz=
z!P1DZb_JoP8u|ujeq-uB+MG_s*V~R(8%|G%M5{WG$SD<7>k6RS-n*W8P?FJSu=VBZ
z_Wb``jH5E_k~jcA*0w!T)J+-A;;leLLtH~cVC5alYXm|@V}fwG8Wc*9@@$cUz}5R@
zWG09i)p3pxX%g3;StlR$Qej*CM*gi^TU)CPV4())Y81B&<0DeoU&8dpon3hSV^&dh
zxz=Vy?U@tRlds{6W8#fJ4%L6w$nRJp?I90j#mwxkD2&}mEJMowcHz*rFz;e&I$3cE
zHBm&XXlr))bqOwX1*Qmk@#%(&Q;0a&-Q2gYTK+ee4TOHy8Q^L!buudKpk{K#iB)H=
z4e-L;E*brBkAaEdg5u6vvwKXQu$65#EghX-_wAHVYjC_j9&}ox+xPwq3Cll2B6bN{
zz%bQ6k|KBBn5Vv*C3+JJE4Ap)AknuB*Le2*qX*G|kqc(s7bsiv;pRlhXaKhfZ_Y8t
zqnS8~>EEG&S^y&0B`H7{_H%k9K@>?ih_9qLgf)Wam)4;Z;?=PkYvPb3PDeGN%)n>r
zLFEyF@OX;v{Ut{-?dTbezcEp1Wd5y6j0Pbq0>bE31p$09cCyJyHPh2iO(v1pmFf_v
zQpP^IT&+|W^KnC@3Av1*lpNxKwm2Q+Bgn(~Z}jYUEb0q|^}k)!xTr@UX4-YZOxSIV
z6nao-Cr(kU%?}JRQXzDr`!r(NNYY0S8&~!reQfTOa&gn+QTX>3P(%6)E)Q(LFzrW|
z26lq-dDiGeBku7$I?F%06G3Lt-r{YbbXhU5#jUtbtZ-C)mRy85wOF(eCjtJ?c&K#G
z2Z)lb=|h-KFMCFdBixY;6^b`%KR)R1@E@KiSyze>bpD3&??#Xi#h_I#h#CDcmk>h|
z?Y}n>R-+aM7R9d?8!-nj5zI^>kf9@ew)1X%Mu0Ns<GNk2%YW<hY$q7P`n_64b5-7~
zUoByH3AMHUZ`&^UzXGyNmd15id@X~+v|BKLPY+)rMI0WFLHxB$v#dI#-;z^Rg#axW
zs)l}9xVu<YgXpC1NsTdiYw~>hcQpJ;WPJ+=GSoceLg}qn&@`DTSS6UCY{HKbd__%z
zvx(LutXUnVl5mD~gozCFP~-KzQ_7R=K^Do-F1u}j|L+LM&noIwVA3>Hsc8CmdsgP7
zs-h}(xa9HTl@N|mSq8|>MjRa<XSeLKh5R<Jj!XDmi%A?~&modyzSbZSS+Nz8iPbT?
zRdm6-|KWN&1QGpM!$9faWC+g!`01O$Y8v^7zzt)d9ewPNI^3w9H~m8La<8G?7@NfY
zU0P5{c^LqyC>v}A07?Lxrbu4bl+Xtg1n=>vFVNaSuu6U(TRQMm4&TQk@S9u4Qb|V7
zeKD?5eLFA^-cw;w+Kgb&lQ@!HN%w^7P+y(Rc6F-i+B!$|?`*w7E+T`G=FGC?X`0dX
zh>ed|Q@v_CYe77gvLbP_eEKy<k^Rr(0Gj+NZPf(-I9TSMV^SrPiC!@amy#k{PC~2%
z*szl_6wK$IofMCfk)79}j+#O2c;VV@upL@(Z;1Yw5g6=Q4p@ogoDZjIvqtectJ$x_
z*q)c%ZgfmZnPC#A`*Wt38w%7HY4|+F$tkT9b-04%Cpo>;v~CJXz0jxar9p+&u=50q
zJ>d&p!`v&PFc#c~fjOhfyGR+*EgKTs{}~!+7*oRx!?dt|b_-o1K6}~mx=z2R;<fGj
zd&zttN>)x!H2`3F4Yoxqw1+ba)N3EfFWOIWz$H~|_5N%|XzNvPqKl%Zmqp8lGICyK
z7%De^8n;JMuNOZ!SGxSWz+kY|SztA5oHWm%H?xysuw%m{Jgns2m^AFQZ*?!N6tuLd
zb81T?RYyQFK?$2vF$nG^fV~SQvJQpvdjOr>T0-CCQQew#aq<3!FGODbLdV8^St66l
zlBZZ>#a>;ZXQS;3Q<pHCfC}VTWM-G&<e7~hoY<nOjSp{Y1RTj*1hs2hv#TZ07px^%
z(Xu_B$4k{~GegKCXp;j?Zd~JeW&gbKEGulXUV)VaP}`B7xk14+j17eEadgX(hX(0E
zFOKM`Yd)*g+|ix-sL#gyfs!lew`H~dOXHZKv)e{E_o)i&_u>{uyG~t<xW5C{T@JXK
z4EpJ}t|U@(OJYAGln_MdJLHLpMo#z@7a?-0VclPg%i0q&pce2nXB6j?(GNcQ?)_EV
zWCTt`(Z3e?sM$Z@rZ(;n=(8k;Az+$k%QQIAPH5Lanb(mm(C*tOkbBbU0#1Bwl_+-Z
z#HTGl1;Y8TO_iQuoxmTe2{c<VL$<^zfOhF#w^o`6rE*=K&&jIX6B0`{EO3wewQ6En
zrEXb4rT6KR!^J60s+Z*1pz)U=Dpw&U`D@9)-lj|rdv~*-u8equJW-_c_w0r(=%o=j
ze4kfYKBe@sAn1i=oY-z!qt1vlAAIGa9^^8`8Qn34L>i1?s_jY7fse1m`hRvXp5JgO
zxZ6t<79X08gno^$9M;<Cx^IliBsX_i7BuY>PW<f~E;wXdSllpV>BqI~^5O+vOLJPR
z$#~CfJiXrbe@H^dpP^K)^$d&h;n2Oh8f3RFD~o`ox*9e!oBOPu7N1CZ#`aD;*V7zf
z|3tfy<>r#sXLqRYM&LLe#{A{*cOI#Z=w~GjO)-#+&}dMQ=T(uGRJB$#wc?@ti99QT
zW*eVF<Zvoi*0);pg=kwwtZ!fLxur&ug)k>Vz9rZ#OrO0y#rtDO935bjRRQ<{V2M}w
zTo0#wUq|?N4Hi2p_={RQnO$4v`P3l+)#1>DVyK;yA9%$Y$}A~h$iUSRz)Je%!{xS?
z%_r(;*U`np%*58CB*8!TeI)Rchf3RD;eC1(5@MEm-SM{3e4qU~r@s11>iRgqv<D%&
z-@Imz%60Z|qi!SOPL(hmt3ggdBZN~`y`t_qz;ie7F+kn*KcS#6Tmz{ea~haD(SX~T
zcg<LvtRNQXiiuHFz2M$9F$-s98DuCC)UL>9dz!|7{OG}z+%EPxN7;NmBgEl8y?|w4
zwd5w)LGnL;^}b9Ht|64Z#4M0IsE(LYKd6~`+w^uo_vHf0uBq3qD%aq8pbg>=O214C
zz<At@RuD#@SI0d!S9<K+UcWNvWB+p}Vb}#eKjw7s)jj`NbreYkaIq$@l5W+sA#){4
z1OPbAX)`7Zl~Ynxf;U^V5q?Rusb?ZU12YdBv)7YNcUBSE9Gr0V{ui?g!yYK4$>xE^
zI?cC8*wsBl6anZ~&dAnD1s0NvH5(q+?aZ#`m6$xrm$XbDC>$43HhNll93)jAAx6=r
zruxa#WF)fxMP1Om$&nCNM-+f>+3jv<DxU4j5VSG}2V69_iQqZF9^TeMM9VJ+cA9E~
z7;80us|O*vpd=Qbugfy))q{RIGfmSr3`K8=|3Nc+;iglC@fEujTW2R<UmKjIDM}@T
zc{$k^ghRdH+5Glg_3+BozDacg8eV3%rg33jN3iQ?&p#G<hf-OzoYt~CE#2>3>oc0h
zkAE{UXx8wLZcIX7R(7xqt8-0FzgkmvXnO$>Lx%U)8$@-~L3wY>n`GKPeH%GSNsN4m
zf!KR7)(zaT1yHqo7e|WVEL%ke4c9{(B24(25{v<w$wq*W^XN{hPf03u=UbZt8_qwY
zTb7Mn)EQV8p>-fs@O!-P-X-LRjxeB9tV)c?@G1Ga$QOq2F3({$=~si$)zQo#ih?2K
z^+VY_efbVzAe(5d4)5N6EJHkMTM`dZp$#uXPU<rZpwT$^&$sXa{KzIHNLZYQN;%J+
z7BvgMLeCf|z&$8Y$U!ZHLS?CN=E{C_RX#!3J>(wB<I9)BqYVKC9x}UJ(a7TjDLw80
zU8s%odE6k|b9~E;JNuq5QSS9doHxqBMV9*C&q4Of;PC%3`6-{ee}5=Aq7quD19yjY
zf9`Ee{21Au`P*tfV7=F}d;VL7?aY|EBd??@7|(-5TU^tEsN{&d%b?Joi}{0LD`sJJ
zfo8_r`1q&wc&V0`cAr3J`6{*)i8DLg4~b72Wg>qZ(e7KgG*$z{F724$`<21!>GaZR
zJBy2o{SIi!B^DZGAR844gi}ceHK$LJ=bG)5m6|8f+yn~+!Aly}spz+2LOHUuO!)=J
zZreXiyq~US?lnxUn%veZ|BI)gp@uWEFiCYyO-J4Sm;B;l^c9|aPr;9LyF=llRe9$D
z0Di9Q3zAYxzMhg|a5dVrD#(ft?*!x#9mrXN^8)7bFoe2VJC5PE+KpO3r*HjWpsQ^j
z^pE~SoFU0_o8N1j#v`sL+jj80>x3R}&3}D=%8GGDVeQY>yBm)i3Mcj)d5AfsuQfe`
zr>7wVZ0oz3k>2P1G*=wlrOrpQZ_h~-xWAj@t9D1VSIiGD`@X`B>J3r|PYA`z6|D&=
z$;X`Js6UdApZL~%s%ddxz0aLjQh=?*b1G7y@>6y|COzC`&L}=#ITu`M$BbwIfjdk*
zqqAHW`|9*(q;KhvO_?}+o*xCh?uF^5W@adVX-t$EdrDezS2UPlYK!x&1>%$?meI~&
zu-RPEz0Z>;2?=N5X<i32?C<ZVcwKA6Op*WwcN=()66ltfx**5RviATB95#+JU58wt
zorf;hv+yWapD~H=u<}8mv^>vS{An)TQ5XGe=wwCDp+JM5ZcPK$n7CNN-bgYbhwabk
z+6-R>zEiwJ+^tI(|FH*Y2Uw#Zr?Cu)e|jCwRqjZodJ-eS>yXyYoOGHj``@`N+DW}U
zKgr6-$V0KAuk88oxp5Vm;((uy0urQD>DlRdC-pm|NfdiO`gSER>CO|EWbzkIeiWz=
zu2x6PH>wZyAt@-Ks(}&M-a>f^raf2(CvVazR*QVBLZ3#Lo6#g?zbSRGWz?=ASy>hq
z@myU_JU^_w;H66UBC2?{4E?Da3FH6MKj}3B8ngh3IBj51p@|DP3jAO^lvh;Jp;?@p
z;`Y{se?T(^BAHpPUZk#W;)n{ZGdi1@?OoE4N)<=U*n#D!I@WC2Q-n$L-*u`I(OqqY
z3+zufMAGZZzIPD_vLZAmOzBaNh<D@?p%LQEb513lLfAEkMowJUU|=-bqBh+i{a7%3
zyYW-ci&slbAqU5;{AQ!wYEyYOryxIn!1An>OyTHee&zaFGw3bP?+j@Vx_Zqa{14sJ
z3#CO<p$#hr1V`QAtLdS<9}N)qFG7==>7O`%fgHL&dw6`&(a|2EX_0(wPcdO*V_D4*
zVGb<Ii_wu2FCSMsOZ|azbM;1*Te+!-{iwLeE!O0J&a2GrpA@C_exE^FrWy0C_tggT
zVdpNgJ95G8j?jyn61Jh!vfj)6jMw!XVoPtPWH{e$T7Y%))wJ+CD70icmhmZ?`lzfE
zBYVpzgw%VMDqh<^?yC4^+2iDfCbjC}xDk_x3vGCaRRsEo!n&a2D94|20$%{oT$%(s
z1vUi`st98R*|lOIcJhImBn>5a1E?Pg;f6o#;j1|Fg$bZmNIA6kh;0iX6v}oSitLY(
z^HfYOZ}5gE-(Wp+X3Nca$vnvkzUT}^iJgq+$al<4axyKpZO}x<2Y;e_6nCV(%WMK0
zMeXstNg61|c-p6)*Xkarc~;<Q$W&pDj8qvgnpC2vEWSX*Ik3fo;V)#sd!V2Ep{jyv
zAK|lK8hlOWP@jKk%SI`I%ISy~J5MIM2HX0-wXZLWr7jC4Y?Zg<H3o|Ils3idx)HM3
zloQ+Rjc3=j*l!Jdyq<l%jOCnbID)+4LdIQFP=JyfLh7Ekaw6piWsMS{HV&-Tnsa?x
z48ZQ3P!I}V@tVk0D9y`j+Z*OT5wKeq?=zdEXJKhQX?ajAG;HP3**O6%zKn@O+vfld
zoZLVhs^1sIiTK}cMC7<}4i7$HytS+(7lkK{p0X5+LJ279{GdM*3B`=PjRxt%>uz%u
zzu!s<{Q{vTb5YJ)IbnaxFQt`hyzhy`c@taLpdF%}Zgd4y3^=+kQ<Q;i?mLRWo5DbU
z6voRwYe$WoTs|?^C~7b-&6ZbrXb|qrOnG0jtKbp)a>ryP!(U*vls5TY*U=?ND+pw-
zK*gz2^idIh#@E*(EjO~^5VK0pH0WOfP?-iYE|4uLB#abS!U?RW$@enFt#?B-x?;*9
zdYtis3hf6nzgJW_e2$3Pvj%M;gtx7y?RmQvqV!6s)p#VuYf?!{<dvSokzVWVI%?@m
zSVyRxpA}Rkq@unY^n=!>a?W<?$T^e$(Y{wAc~fm$l4=R*BQ1EIAbp|hpiUK}+GcuK
z;8Zoqvu26bcxJ+RJ@IhOJ^y*##*%Bn5-)QqSWYM^IFi`zLB|C#6RX%ZE&K{+Zg;0b
z3G*ViFwl+MY+}<=&waqZPfhR+lS-zkI;@E^n37&qXOx90qHsl5Tg_!lX6<7zjH+6c
z!<>m?3(%*KrPDdA5dI;LL%oiQGyC=i=dckztkhfy|4WXwS-yI%&Q#%<wDO!dHNS(z
zeh{EPlpwfrOy#)VXe>TX;>yfpBnTs{x$s4-?N%5*)|NYQXxq3L+*0?Rv`bh8TPbmH
zUAc&gT|K5kwc}h(%ufHy>spmB)ffAbC~k96^Wk$1F)bti!hx1p&~|T&W2JR@;IVAg
z1lf2NF-sKMY<yi;7<^2jN88zOd?wAnAGVmm7HrJR_Jd4i_qyJ9TYWUx>#PuTN=2jn
zOS3*oujjiRuZQcWr4#QE&-d6OOe#_j{Ks{MMn+rldfwj-NE+k#h+^}=VeYfalnY{%
zG39Yxe40VJ$stFl+MGxhi)e0-<5BY~mq!8b0H>~gOVHrK)KGxGZ-dRS_apn3(o^cI
zv@cL6otg4^r#MUEEp;CJ9#HQV4U_rTrNo<=HKKQPG;gan;9`uU!_Hei5%yaIFb!`8
zOmAw%Dp6$-^2%*A6fhrs0$v3*bcfZYRcE&p+c-59?(Zg=sR_K0seynT(Z4q;8;qu^
z&GT1j$#ulc3do|0Xi`W|yDFX|q1`O|S=A&e&=r`-t{>TXfz7p%pIv|gH6!I-RnIEk
zH-v@30_C0}(%$<{8-00W1B<bJYJ}a2lwc$F)cWYkkLwwfRF!qPn`Qe_+YE-f#f4!@
zAO1}&wL)KsV`%DDnT|C8&nf_e5`cJue|W!o1}k1SOBF_gd>F_u4BpU2O=40y(9Tq}
zuWY{VE-1_M!mE+q_6BG^fs~e$cpXI36??&{p6C5h<YM|c!5;}{u3Y)>W<#6qn-@7<
zJedcUu7-pWIu#j%ED}|6-bLDVZ`iIQS)qMTQX%qb;+geUk6fnOW}gk0W!kEdDeR|)
zS(K3(c(Zt$9zxnd#!jI>X*kd5(`wn(xg-j#;s_!LC=zdYmTkQoGvfB#3SftP<C{FL
z-A{SzxBc#i!t<8?+SHG#H016C`X6<)cU8DuTi2ih0I)d^Y==Ch50cxOIH#n1GQOZI
z-=z1d3pSp<TDuKzbn(XF5NO&RVDapudB>Da6`Rt9)nm;OGi=<o&m;p}QvJc1FhqQP
z5*MJWvjreb(j^=`zU?^IF)8uyQKhmQ^`Ypa`|=QzjWru$r|^KCne1g;{Py|q{Eqy4
z-O&b~0~<=8r-K<WRsMBXaMH*KdKQ9EwdD{b_8Cq-7F{D&m@q#BCErDk_8ocYhkeMu
zGK|?rxT+eBI#+ZcWF@^jrK;o6`8etMHR8LpE-1qw&&J@Q5n7XatQcetNQCo*kT?z7
zM`OLc9hYU1fN7RI!OTqtM_IqP-jZw64d|#tP8tqMgkJ7O5Xn4G<@t{$8(nNBJI*Rc
z1jWjKXH@5b)hxE>4d_+1lJP|r(gLyCp~V4q9`!J$(_iJc!(mT?#MoJ|jT=<^zcPjm
zlo8ODn;SyfK_3VP8I38|YhpWZ)U(SyARdqXG!$%i3a_EZtZ3uP-mi1HtAJ6*nF_BK
zHd$beUbF@77+8$)<5LmXG|j(H8~D49WqGdU!prTd#>7@Oi{yv-C{CGe<)tauWxvC%
zo>$3^eeF-H36ylVw9!IPEec)ehI@h>U=Cxd%4;}J#IFy-As3*E)ve>cT*iMLO^e%;
z0Z|ai7^Ru9VJ`-Ka}C*16V7QcG*6o^OrMP&$iqW9Dv%-g+7mx?e05%sW1`B40g9Tx
z5V<TpR%0-jlsDjFPv~f9l4$QbHBmjfl97E+_sB}&DS}$)?f5CS`)d}t_E;?n{+-1C
z$~}q6!b(s$0q+T%4h}<kHGtT9ulICgG5hAXbuEi_-5bNU7R=K$U&W4Y5ix{FV&3x@
z<(JbiJ<@Lsqy4n6Fi{@qJ0<egL!R$gHO2VLI8q#jd84LjRdsa2@p{6E5O==v0HEsl
z1#op5({+p8#Z>rcsk(*X7Qa$%Gxa7IjzdxfO#L;6UX_1~m#U@wkoYL-9boY2>IO4!
zuCgJw9Td0PLyhX$y7ngGMg0|i7_x_4mmc5g>lp>a(kSmRu44nIADS6WF_+_@tNA&>
zjm)spWG223bUyE&%jj{!kzLZn?+q0mi{oZ#jsy9>rIOH<RuP-$cJ3vyd>=2pbXns7
zH=oEbg;6_2+N<1u2w=9qt5M&kRKqsfhIbt8C}Q}IMl}{r`dX&+yFMhywDn*?aVv&O
zZR9$GC3_9^96O~`?*Zqenrg)&+zUsVUW0ilO&NmtQ=boKVDroRD7j9gd%4ji1Yl+N
zeTTvVNPkUZ@}}g@ljG-oSF~3n=X1T9F;@TPjeB<S*<LoP=ocjz+^c5#U-x|^P>%Hd
zH|}zZf)^I5aOdyiKLrG86H~SL&bCxtt-HoS>eF3m-&@afm#xB@Cw?StD3qojZPER!
z<!XzgNV^)!kO<=|sbQFRI(tA>)gxZRhoST6BM(`f1_KzX-Uq)5{=f?9nGd_&PPCEy
zIat~R+e&){$OCD&`?$?yrm`EM$Yb@RYe{z^iiOy9zB<+0Nv|8l<s0{R#xaov7G0f6
z5@Qv>KCByz>=w<VY_|A`)fN`ecKg7y#{K*)`FQrlynL0Mg1lh4$}BRdQv``VOGOe6
zlYQT^+P(e5ltN{~SZ?xlUiIAOT>H6H+~*V~7+{x_2-RKOf(&`*ZvOWD<oaz_yxNt!
zrP+y@th>BcO|LA&^IdY_iKK|9ZQW&Mo8OBjr%+7&z3fXGP5ez#Mb^lq5r1ph`f)wE
zx>NNckb3-3Syr^Mb#dNef1Ol0{yMo~{V`HNmNGx!Wy=0q3MnR66DOfVwF&#Hw1%3%
zL)gqhjfb_{MkRyfh<5b>B#sWXvtg*P_>A(o*?#mgdn%Ht-DETxsvlmus?l1coP6J<
z=-EYN71FYdfM}?#QnPNP*j+56UU;32`PESuZKnQlq4*Pz&gIV*+<?Qo*$l%K%LlH6
zb~vI`je1rjDi(L1Ujw=q^*&vwh3*PE)ZIBu3kE&l!WJY1^46)CwX}*2RE7|tO8d>q
z!5SZfEt?g)Ocd+p7JBd7gX8u{mi%A$I+6K<<|&%bg+7hskz=K3O22hl{%s|skNRd5
z*7f_B?y?opU!pnYrTSl^Mt7RrF5U$gY<NLiJlLZ2BCGqB+vwQwfCz`TN?PvCL#gsW
z30`~!ph-~{X(ShjBs6d_(!rVs7_6j)r$=Lz98HV}b+YJbGY;f}a%RWejq||VqL>Ht
z>mc$7ysL`Or8RVWmg*{6J~}V$jVfxf2}Qy7AL7>66bR;68@d#~Xhzg|VhTLwf!C-p
zG3M1*!}c{dluC924$!(MXD>!OWdMk5?-Lj#U~6gIBw{5vq7_znX(lhmx_^%_x2}J9
z`FP<!<4qXYQ|NBF=cIS1Bwes|-s;w9H5wg;>9e%uY2N+fwchBG^0FA|d8NQ|@Nip^
zizhW2;|jY|InfffCiA2`$Z}u$(sJiF*n%c(BI<+TW#4UJQ}lxjoo&LLDxzH<m;JpB
zh0}h>^GD;F47*SV+D((VP@lp0WtE8!gNF(%0Wfa+9ix<}{w6-V2QOXgBq=)2a<5>O
zb6$n$n(hVX##KvpABlJ<9<n=Rt9E}8Juom@0-)M*z35tG9M=P$a+p6py*_Dn=$!EZ
z%%0T)HcU!pH@3K36>(J;w$9_d*77}Zm93w8{re{24R&9?u{7#?v~D__c}h0e=x+LI
zFj1yxm3KN6Vt7wE9ZQiu?wwWBj9ni7NLOHPydP|<l30_%7k|Dr&}!WqloV|Bj3ARV
zv-+(2^iD-q;D4!nn=xgYQ>kiqv-_1lvP*H!8UmUSVxLYRK8A#T@W6`4NwZ>iZi+ko
z`Muf)b}MUq(Knd{TqkX2N`TDG$$aIj*fSiOwvBZt<+{tPoPvUYa#ic3#jEA#1(WyI
z!C6{c&if^vkF;EpM1$00@HSvBlTLaQue=(zy}S^ZyJJ5w=i*}^hzqoVnK*x!i6#j6
zArlgA+H#k3urQAz2)ISfyY=MW;<b)#&_oxV2J4+2X3#T3Bp!)l9vHrEaxcFZKg`?F
z60*c0%HM6)e%8{nT!h5IM6v`=z%sX)t!>`u1mu>sfvQ|IGc|G6`8FN9GsAoyA`s!<
z*?i2uoc+lZ(Hq}fB~Y{=@{sBV%G6ayF+3@^Y1C)vUgwflW_;>w;8pR11j?%pH$d6d
z9+v$p#)I?1M<QprFLh{`Oy0)%nmoBZ5E=XzZv9^syD9Zpgaj&f>>uy%fTvW>g?8kD
z-Pa>bda{7bEcx?XYc8Kjt&)_9H~|hlrUYQLpGDVlX%$*ZjbjMmXvr?~gU-7pn|T>&
zBUeU4JOXT#;j5j|TX~ieU)ULRW;AG2+6?NDJ!QaahqB>3Y3+n^m~pM^{C#NM`+dBO
zl<`*hxkGbe#&k>mC3?2Sy-NeqHU%MKlA;A1eacPpJj;$xa%sQA*S2k!z}JBbV9jE8
z#B|ON=q7mGc9MfBc>8L>;hk|eLur#g$#EQu-t*(d2xScug?l@$=lxzTB?nuFT-s^s
z@coB<C}(X<J!9+4jiu!lltk*b`Tb&N#Kyuxt4trplXX<^`oUNBVklk@++(Pye4gky
zfek$C*)>33rB($IQ~7FzPvl;A1XMyvOCw70wv#MXGkPmNt9kn}<wS{}w^S*Y3A^&!
zRs>xu40|B;M>Sfj`kATF&c5#jen((d8G28Up2rmw1KBLQ6}xA=sJ_otSrqPLavLDe
zpzvVQzzk-}9tW-lWGYE6MjD=P8yh49NkUI+Xva;v9lmYT;xy{#)N{4Plq07gl=0eA
z=xk_QX;nq|0;2Oa(;!YkF!5aNDHhkPsye=GV0jHS_d)Ug`#PK1_iBp4yZEA5Ld-Y6
zQ8jXDS$30DdI_vkaoS$#qf5eIEr0p&vifLy*NJNLBJ*4m)Yh|v#Ufh5G9`1>tHSoI
zIwho7>Gi2MS{CzBtq}6YfV+b5mMJrTFU;^YnI7By9RP{JPuW#G_1f>?tb24B8(TxG
zmVEEV+sJKWf&ov4<Lg;P3Yj#ty*Uv((kia^#LW<L>Qy?bCP}75Cjl4rLmx%pjJiLf
zU!0O8Z_>NLe?^mtsjnPS-v)h_cyEA|ctWEsbW}BQ8RuLElOeE3I{fiQn<)_5G7=Gk
zI8+lVh`X)o&85_ZIUj9C0zr&Th7t^lX#-hY4SK?gOSnib3BI5(9NLPnH9{*XkPpMc
zJ)m-d+tq-)><u-`0hN3(w<bUgv$L9De%7Y+hOb<5<eQF=qXm*Ru`Ne-%>Uo?y+8vd
z((CR{2W5*h%UIV?X>@dSd~N&m2*L0Wq~?GbW95`>1?}22aO*i#Y@q`f9FgvYvqI2t
z?XqABAk({kf%dc4$L+o8HH;tBVMb`*C~;j%J3hWHd|{Z(YvkwLpFE{NZYSA4R+LGX
zSQnMHjeprWYGjlOM3B)!scdGhto%?}$&%PO((Jj@OctLpaMi$OpkQk~Hh`Y*)*T|x
zXiWI_vuig#P&%j=P~46(Jp=d7cA{yEXbkf*=}XO!rjry>9bN$HN=mKhvo=K*@^7%d
zzGnaav{=~iOIZ^Abe9~9j#vwtt}?@PID_UD(I-hb7jCg`@&FX91NMrU^nzNL_t1?F
z36&V+mS@m#xWA;oeZ14_${rfYHePbi<H<}L$^m^7VM`xU6ERr2GS={JbUK(_2j146
z+<Oxm1v#(l*ebhvMN0v;BbXCgwHIeaE2l@2^~8>Ujv2Eo-R>vF=4XOOWk=OpG%S~R
zZ0_8}@k117;RCivv!ZYGT4d6MgHv;3i+N3qHFn!TVPK=T^L>Zm@R0vq&lsqo@y3IA
zAf!w@Zy#ZwzPK!+!!1t7-9TiV!@9145f0<Gp37s;=M1GhcazG}Q%bDHRVvm?qJFeE
z0f?A6KQs1*etzgDdE7rJ#X3vi;=$$>cvy6Jw<AUB_H{UkS4CA#P3UIP0ZNrx)*%l=
z2b{12Ca~y@^^7F4-+9B^Ed)kq|L6nI0qp1oH=?;|vf|%omEo0oxblDuwR<s4-qZ_;
z>X4qjeYmT(T8Y@DXt5l+$P~i&UiUc9aSbk=Wh*Q5^B0u{rW_R~7EIglI)dDK%ey5C
z;iszN`HU>4twjlh`5+mwxANS2S9?Ep)4R#yigUi#32$w4kLcAid#TXb^$V+F*gUjM
ze{dZu6CLAHKi2yWY%94?Ei&V8+O-^18~Rl@`#rlz&*G|m9fOSV+Q(%qd1X?aKA`x?
zTML6v@aY2v@EdNg4aG%2i}vd%oKFPeQXN=Ao@~SspKmmvzrVc&x33<KWyi)v66vvp
zTmf()M%`ZwH(j<%oH4HpWWKt)PiT#D+3?wFBiD+dp?LYw>Q>(MYfPCa6dE7tKCGeM
z9Y@8eL1Op{({^vR@aC+SMQsgL7eu-%hB0<d<H9|$2(+q>!3y!9xR^(f^#|*(20LS0
zrd&wKqC}{--JZrD@L2zM-6k@ok$vTJ%{0>Qi8nFbSQt8%Cc3)e5Gb^AjB+>0p3#f@
zJXs0R?b`*rgoiiZos23;|1cdRnCYVAx~7KY_|nu1Ft<=g-1g9ImG_@iMe>phU_YU;
zErzO!pm9H=2*2Wv+aSk(S$TPu+QxrwNfXKp{;{$2JW+bXdU%*F*ro8Sy|LSx@NuG(
zW#8#5I9gdfN{k?u(^^LoAHTE%XbCj8<Qz{fUHSYT4DrW?-yRe!4hHAO4N&mRMz%np
z5~l5<M-c2UGx@z<Z*5Y+Jl9!@JJhf(tSziKi}c$dw2?%OeyTXD`O$;IeG9?DhV2Wg
z880P|XDM0rA33JrLp;55@u9M$PDf8Wd8^yiAd+DG6!zxxW1G0v$AbZu0xp58LH3(h
zgKD3-!@v%`Ncq^&;mmjdoPdnJUNuGs{hCq1AWXa>bQ1O3O$7>L#mFjeiJm2|NnDD`
z*dfZnrRm?OYBmD)AiDV<#~TAB_n>|pAtsUv)2$iVX=1i?0{fotC5G!vCb1MNjCo~4
zjd!tn@#K_iTCcvd9Y2?BZ|Ru}m1;jM78!Xzy|}u^0fIVzp)UP4X4L=Rb$X*AEO@)m
zB^cvYp06t^lzgD`>l)0>@!EA$VH5B3Zu&F2dgCq+M;a<8B&X9{_Ik2Xsh=lYw{ST-
z(IIbxfPR^iep**G#t@5OgN%ABq|H`fPYB!3psCkg)t|JNrdZ)?DtndH(AwHsJGs12
z2*bPCy%<)2HJ(~WPmF@#-Ph-1;a@fn`KwYZNn~3>E0X!Q`Kjjqh`1C7-H~)EXaoa>
zOoHlflu)#|li3WR=RXFmuxJb-r;B@syjifGYjC~m+5Da@^_jk$&$|BcVxUG0U!FzB
zf(~(0%{NgLIC#%L&j>K+p1yfeC*{jJ1%Q$?-lFyF%mk$)8Hs!jz7V7b@~dC5;|yzF
z%w<(dxMNZ1E^2nmUN$4&Ni6loJgYPLqZEG)blIM1xQ8~C$M<I)WO}#zn?(6jU<e9>
zFxy%Xf4FrZc&`t=!b`J-57bAI)#|itI7rv*Bzragn=vz>#HSL(h_gAznRnVkX3l|;
zcv&Sd|MkAFk3pyD3y@4}r({+d4$?`ZR^Sgh1Ivkb>Jw84p$3M1%%;@b^@Ryb{aG#Q
zjlhm>L2ut<*#rCU<q-$J+37K|fChL0kS^!9yoXQ=z_Tq*Q|I`P-jS@!8$5lL&P)Bk
zGfMZvP>r@fQ!EMy2M<r?eY;kA<56hJruo*c6;_ByTAWdThG(DS%8?V;s+A({m2rlR
zh^~H%rXf(|c0Z)}PL<3(VUE{yt+F*VWcop8ydko7$1f<%`o%kc(q`Vi+axxSJyDhV
zjId6PBvlyw7W{2l@in8((*4no>M=1?mfJl4*Rzol=5U^A{055|2>8hlc2rkQfnYD|
zA7bMMzMF8LF3{*jk}T6Nr^mVv-n<ez{dkXp{K>B>frIeU`*9~b&716N%X;;)cBQxB
zjz7C;jc4qw&ESk>mlLEkfuN7LV6?r#?u5(_Ma`-U#(VS@ymhc8%gkf*DU{nssTw21
z`8bavtK&1Wg3TlA8IkgKg9TR_;<93evDl1VwnpZFE!H53<=nl;5g!AB1YP@<DQ}J~
zlR?tSBUWlz(U_rJ3O$4LY;Q$xua5>;19v#PaqeGt2Z6sPKz%G$Kc6`nS3Hydexzsi
zISHKot>2VhJxt2L%afkrye0HoD|LZf%-|mW<~tSmJ*We+#`ed_?^qFH<>lNuZajfv
z@OmPYr0=<&SJQ+lTAwpt4k&3|GRB-Rv>y*gs{39SOk0Wjql&Fhb+v*m6A}zRlb&|o
zeWTYm4hkfxd1ZePIYrbE$s~f{YwSy}U7d%diOG<n!Cb$e2D&<?D5di29#bwPh-+cs
zwia~Q{vzHQ>Sy%c;=$<-0S=+hLP8{6#q#cFw&m|1&9hdh4eOdWZSa^LnJ_jfDpkK!
zT;e?&0+pw!V+IE}{rjpP^~Vw&RFNns`)BI_<aWaZrT+c|7COB#W<4f+`vO~<>~Moe
zn@$hhvYq!V#~*r$1S8y`G1)p78LkVF)~8G4x2Z37@U<i3O${xg+onQwjn;;;c8mwJ
z96eeQDDX@u&D60)RN5DAWc>}IbBy>mRp&rcm5va+mfJ8>**Xn3?V1N;eNHZZLzw?A
zKWaw(yxUUWWBIEoY3t2zacY+PKk6K>3!{I0dO4H(yeKzTydl;(O7y_nlujR|{;H>s
zzAxJqdW4YA<(L%FwA)KoL{3I}(R!-Xy988ekJS*WB1SQtvXxo(%kn%d*R`WXpQb?e
z#?@$g)UBEpejB$!@@`j|{_lPh2~hRS-R6&gb?Lhh3uRpVmxrt$O{B_UV*r~PlHYHf
z#``)td*Y`CU^(mGk3lv<@SO;BJy&X{UT>F5VtnUq;4u2ib}%_y15%W3<a<|z3g@Li
z>n~w33aH!+e{ZKOqne4c?BhvTe|>ycVy=CrdG4<LAmKC+I*yYYTT7^cW~jiRgIqFW
zIX~cDo7H5c0(oe-Ab<m4OLSy_25;o-CRC?_ShUMY?Gco1ZX52Kg;b+cHrnir_A>3>
z#nVKn3p7eTu6;c|Mbma&?PC8*jw7qO)|>M?ePaNVKo1KVuLR8v;(c%bg|uVwHC*?=
zAjo8hk){hSWj~-NP6}Pa7ah4&smye1N>7yrLMv$JZq%6GZSt8VQKJH{p~kZ9aOjVt
zDU(tc7W#fPvh@)pzn}m;&GMh^Vopqx0jk0Y<P46|NbV)ofH&W)Mm8(Nt~BnYX&r5N
zdQP!T>S;<_S9FmMrNQMerj%PQ?<IYbe}M^Y1Gv62^!B{RS$xjDS0F}4*QAG!bN?Q5
zciNx*puqUi*7D37N2X0c@nRL(=xb&hdRPaH>etu&3JIb=)+ye<xpj*CrP7|kyBiyd
z!Z%N{GVMsHbFTqR_J?g-Y%&@vxcW#PpK@d1RNTc7m)F6{!Qnca#m<`eICk7F0R@N&
z9(!e?9u|N8Anm^49<D`G+Gr2<Kt3OJz6Ax=aZo$4XKdk#fqw!MF=ZU2;>$MC2|M$Z
z8Pvy|ry=IlwU$dg8`QBl9|&KVbbQwgbK;T(GPN<f!xfT|bYev4q>rY5hkle#q^8>;
z2q_y9J`XXnIJvF4kNUQ?nVW+-0DfrIlBq*mAFC!*CHPQu+Z0K!?#kmhhLT~>wr_}P
z6l@9SOfAcKBMae=WAxUn-!7xuQX<1$*X+GpG_#yry<?zPwV~c~=o*DL8PTRsPbrpb
zOl&Uq{omErY60`avwSRex00-AsHT>~UU>A3eXMyl_v-`ft07d@?d&5brj#-}?Q@xq
zIw}*@9$E7yvCd5Y<aF-{VeQ`kN7Xk5RMxeBPfay>!eqP2HQBaiYO-zHwkNx3vTfV8
zZJg}hJ<tEa{dPW_ulwxQy4JORx^~}ef`Xp81a<Tk2k^M|Z_ZYdEST;l6hIGI-qZ16
zs$YYa(Oo~3Y{f`tzm=&rfI;?MvHS?4_~`_vE*NIcW=&28N|Ks?|IuQ_(ykpi#Oc+8
zBh6&^8^PXu7GzT`7OUPQs+XFR`13TrM(HJNf@&d}UgP@vTytF-+gqgp$;;Bo^^>B7
z`p|C|EHKv|zr8f*5Z~H`Ze^H2knK{lZQzM`n=x&{FWFV_k&odED(jnNY2w4dyuEgC
zBhc|lA(K6+VW)FK(h_Md?_I{vJ#n`T+{N(3vy2yHCv3F7s(a{r-qg4tQ9))o8cjJL
zy%JF>7!&RiBh+8I-O$DlpQ1tCXgG|qZ{zdjD^I$6W}IGa24_?tN|JK^KUI$_c_+}Z
zL^G8-ZC3o(75{kWreLp%%RPK)@MvtoM$XDOFq`?}xKgm(VERR&zv2ldnZT$Md&%d>
z^DV{2siWnv=5l)WXw~X$f{}^^nS3BxxbYi$_GE4at&*tA8}*)Uj#43mK4lD&Zi4u3
zTfa`JYN?LQn7`+L?ViIk`^NvhwH+OHUiVL6^k&{e>|EV&F-wjX{m&nY$Mr#eAR5y3
zYBU+^tfdh#I`UuDHwpOQQR>>sHLG*p0vjAC8iKaXR){Na2`3?PNvf_C<P2YhRK8VW
ztF4K&Q{URbehqGDd&RLtbAUJ^x&BkPpiFbC2Vt~z8!LrlPC12h@)b`KTbz{bXSldn
zJGjbq&R`BpyaPE!%xHMr=peXzi?0$>)II(m5lvYEQ*+k;6?&d-@Fy5!@9{Ha`(-bb
zpfG0)(AyC^F$MZo0NYPy!-|tdaQ*H2pJabjM?ff4s3=Kfe=H)TG_ztJ9W7pj%9cqR
zd!T=AVc_mUBiaTBNni`BMjc$(up@Hp#x$(El@u3CdRKB=9CNO}9ki}Q_o4x7Q&%z-
z+yOn-EHbcFy_6poy#R)TsclT%HWju9X2uMWb&H2}+%09XI0;0HNGhHK8N>92cfB|E
zkRWVOi$b$L4$}4d=Bf@l4d#k`iLunSw45owZO9}su7?WR1CH+)xD_ybq%XB;!Js2r
zyj4^atDSo`3}TYtiE~G>u7Bt@?Z+GHu$XV0@0bohirrFEBvukrtKPa##8Nr?x`kiy
zi~DkpA4)MNWUkY${yIajb$?O7DyBW6W?WLA);GhDzv74$X}2fUS7ZF2y<;3Ce>{&V
z=k0-B;e(v16C0~Myb-^hP)U*sRE2^9H0wYCjf5mQ8noeRpRk?!FT&y-RmRYXx)U3I
zl>nM9dvO$`MfTn^LC=U%VnV`fg#y{XVk74bPh$!&it@TX3vX2HuVk>BF!xoK?$uvx
z*{qh}%Tzz}S)y5y1*Jd+PphP=zRqHusPD(eWWbN)7n(-uxGFUus#gA9`=o>zZkmwf
z`Q7to_iA29N-sERmzFr$pXaR}#&jq(hq##(wThe&<7#~MNvxdgx;PDIptGFC+Z^c_
zQo!>`&4fCVMkRsk>aBgm<*Eao%pKc}UiYU-UV7#7h{Q>_pNB&Bw4g>w+r7JggnnCV
z!n7ovxuqUDi(ST4VZB8`SzW>s4jkscKQFZCmAqKa%+;)zKuBd#K_;iusY>ekhv;_)
z<_+qz_0L?dIxNlGYa#6|wv>Zd9gG&OOuUh!Q#6w!))?LrC9Gu{bT|E_gCvuTOCUcX
zT)%#=x2>(r9Xal;*ZWWL=t-BOAJmZ2X-g_KLSU8KKP&F+xkWF@^8AjBemJOe+%!hb
zZs3>e<AW1`ykVW7RKNGmqUX?)TmnNKj?Pl^I$)dIm<xegkl)NoTdMufoty#v!JQ_%
zb}|Ml-nXLVoKwRU0B8v@8ooU~vEI?LrRym8vspBaumJmqr1$(hC(f+wW$IYh2u;gU
zaJu<V?N6AatX@*h1t!ihR3fR%_((uU$VE!H*k{Mx@u4F<JxY%IZnspG4+cfuN@(mC
zH0eb$4i0Y&g1OV9?#f;ilQ9VFx?;0xk2nFmDqMBX*xZWNx%BFqPJ7sa`M<yc1NtHd
z++rcWfT!&#k@TX_r{AMRetv$}6MWvlv@%7zFa*|mwhf^?g)=F!<wKuY^Df@Jz_q%C
z6KrkJIn;9e8bdZE^#^?k(n#nOCZe?vCEt4&LyzJ70N@@wRM8O0ktb3s7ANN4EBm{l
zi6`d;4)fQiKO*6WGvl1@ojzb>WZRrZJ5$?5E2X+bwZ-LH6Hl{eUq!x~3~IDCN~vxp
zYq%(NagqgZi`|*#e=@TE?|oT^2DmYQDA$<*ZOsK?{J_5}Ygl<!`Z4eJT#D`iT5Ryl
zUAVHWG&dCLYXQ?v!%ML|s7MG1(K9U-E~&KhCj2d41I>{~Oyp>&cN`=PV+N9t?%tzS
zuXhf9<jQD_G8D-i5vbhhBpf0*!$3-ok9U}nX={J~t~hXYs#Xo#?z%Lg)fQY(^yD`7
z)+9t;Mh`*_XIK54hlpR#pep_-r@8gM8ZnmekNXJ`9HksE_yZA}xezds0J@+@l4$O$
zJ`8OgaNdmD)0fBVfe5S`lPO}e4{;TM*I|D&h2Yr&w>q}oVyW8DLGdPUZ+GYy0NGmg
zx9&u7^+yv_+<Jd10q*^-Ki2TPHZveib=Zl9Qq73V^}njHG)AeWHqiM(xE|H$D`Z;D
zwHvDh%mkJS#-p9bOjgQA_n@I15`4fH6BfqxegRpxKkfqxj+~A{?(f`c7LmMakxFkk
z9a}D;Cl1KnH_f~<SSo%^s@gIjTz7r?7o2a*3;$a|i(<4NXg~Zq%~`FjWp1^-6Ro6S
zSCaU6vI<NrN_RW08ldzi{&PN;$XwH6qPtvcYBsjv^?U}Xh|8Vtw!`Vm%gXkCTeK`3
za%O**KlQbs(b5}x(iP#*!cH3`VvMv!ta+1NRQa{nm#5g5uSiB-CMm9IOg5f23mAh7
zl|aJQB!Ypz&|JF)sa%lzBM-tTDl{!dAu%+Qv$CuQIQMn?9a~qj%Ga(+!>C=jIBL-*
za;!|?e)XwZ{O>#i)A#jW2PcGBS*|k&a9SuM?#JC<n;^Cgk8gUtArTSqW};EJMK#1K
z=#<k1as-GVsLyzuH<4`XhYJ-1U`E>RXLY_GKV>>hOZfWwmZ{aHvRUKn&(F@{0?|DY
zHh@-ohmL#_y?mb}iro)eCru#L?&Pc*86NGzms`VH5_?Gn2FtPPPZ)Yfl`x-?^_&!)
zseFo#)tC8RvfR=KI@Y65r87i?XoqUziLYI&=>eSedU(&Dpe}_u(!03TxYKKlC-#?S
z#6k|hwyL-{99ddkOwQ(`im}(pY3~rv6XX`3!q(hmz9s*+$MLD^%u@ZpoHtaE<pryz
z;dYd_tO2s?kHC7#cp9dzn3XI{W}V=B=MG*T!C=)nN>0WU97pMtS@|`TbT@!&KN^Pi
z=lsgb(9p1`s0cq=Y$yfp5%I@@8OA${BE0B%7rn1mZLeU5W0;;Ta!C@q0Czu4mqJDL
zIY((_CDsCH`5}Jz;U@HKr###$b`SJWMM=-jPDr|lD%cywAV?6tv$zpWZ&;9S2dh25
zKb~RECwk{5*JAXUk`fJw!)?#}xWv`5_A(I9vspg&<sUmt18!4V-%h_jvhQFXcqM^w
z7|ZsMp1|rJ*zkVWG`$8Ubo$z5on7N1eED|RVztJZI+pT{f`bF=Yam_&!u*-7fgB;0
zS|V86I@jZUV3JmV*1G4t<}yQ+XH$n3gJSC^5|DPc<7Fe2(#z0pv{q7lH6i(J;Gq)_
zF^Q(^5AonlP9;N;5Q=Vk$`~@&w>RG^kS);6Pz&DAl_;x6CwjccC8MS7`7V@ASsO$u
z&EGP-WB>Pj!-PAnL-zq&M0(oa-v@8AwY6mr7MQ;PV&EUI_EuSq=e~JN@Cf!z@X*7;
z&QBJJu&ZlodIB;~`{Ot%I$zGkLYj)wkkD|ll#7_pK`5h^+q)9YS*-d`B+)!!liTGj
z=XwyL`BjLw3->``_vBRd;7WugF&?hi69}xLN?pHO_iTT2iY9Uw39V|DsX4>KC5X79
zoU;!G-Y@P5X!|bX9aOFCaNorE;{&g=qWvlCgYQ#>1UnlHyajia_p9@G#D8E+9hypI
zRes$oz-}V?A;JK>-4G5I_INrEj!Az}rRbsk`8@Zn=^(RbtK^W{q{<YPAtLDkP)q|Y
zAGqz@>obrUP;0S-Qh;}^S1^Mm98k8YvlMKzYmg4;kv@^wnF{r}qYl5x+!HI7ZX;2j
zGs@~;`Ph`*hJM9~`w_ma0Jq$ywf_5O?FyPt1v~p-w2jrd4bvWE5X8{T=>Y~7*3i!D
z)d;;*qy8(tQJ}*P*!+RESDy3AeNEf(Yu9STe>X_yx}|Tv$`{(+O5L7^nQ!8yU1a5r
z$C9_jMHMPaE0)NRkm3=ce?vcFNEjJoZBTK+F~cVLCNj~0KYXmIi;RYWC<0{$BW7X*
zEeli%*>q-8ly;Lk8-;I6kk8cX$(UcfQB&Wpdr)!&>8ZpultqK3S&_CCZHlRga%p5W
z1}Lc$DGEH%e%)v|tdNl85@%TP`6(iuFQTDrA>IcxLnM^Ze&afMI;kLFG5dnzoXN<a
z+=z7bYSkmk<q9>iYvn=Xyd}Y^`M=E(0r}<%cUZt@z9FxJ!r}*Gf*`d!NP>=xCh?{8
z!u!SdiR-)>wUl33+MmUIUcRTh*~iDHvXVi@CAbuv4l>!)hxB6}BO^5|930NNqKF72
z$)t2c5Q0-#zdVTVbGi2nT3e=WR-eD*AO!Qg0xoeCQi6yE_77Mp>TOgdp!b&*7c*hZ
z73%gcTXBFzxORqkgdA$-PJ)}T#T0})Y0*NW+q*fXX$S4??fs-HLZPVIqul4hOXC%P
zLV8McKC5DG`{z%&vw=GtXlwRxzduI+nLR+e%xM7=zQCSyT_3JaDjG5J^ybj)A07{~
z8ce4ALR9_^Ud?rOyK6dN*q@o;{b==J^rQ@8s+Lp=`t~o^Rf^#kiG!zWOpSo{E)(%I
z@!8xx^h6W;Ojt&++NTPwse2sC?>;#(AvBKsvm&tVgYJ`)(S%k8GSTLk`ehn-KA>;M
z(odW@1qTOz3S{rnN2txn%=8+tZ20AwU+fn8I`|cTMJ`{n5+~X3zY7egz*<INd((dz
z`yV`)oBm#pj)>{fWE{xrt_OJWotiC9nssJq&XMKGKkYoVVg@ZB@(*W=P=nu{*Xn3W
zscC8ZUZu>q?_PA(l8%rU5p3;N>Me(i2cRQD-%|_>6j5MO`Xg%Gb$jG(d4g8CKJQHT
zideM7au{%E`StRYM@p2-d@&Mrl<wVGcA4JID~*tQBVv6^m_KtDtqp-E(h)%_-{ChF
zFANVEm}la__vGVK3Uazwe+8uY=|D7s_fe(ym?igm+e9%>``7<8>3_dZiO@G|@RI|4
zC)iJ<(FeMq{_@cPRJ77$Z|q@ONTQ>bL8Yg^xs@Y^zb~(kK`m8T2@_pK^V^=Y3*L>0
zb)HU+=k|+b;n8B%PAElYaz@6Ou7d-!7YBAH&a#E`83LNMz6cKXeZ5~VXZ@9DNO^LS
z_*a?>#@LvW9oNv*-<+%&H?FwboaMDldzN8hk?Aj*(%T<_l6L1ZNPvKo%VYFPAwca%
z(p?r~#hvNpv9Kcm89n4uE=lCc>#FhCT{y9L?xr`!{vUAv@3*@jq{T)O`iC9hv`ob`
z?~Sr)(!k?%XneUE0sEL={4fkoHtkU<AB8RdcwAB;3TJ!!uIb<MuzXUXKXKBGQ{HiP
zT%w{ShBIdrLvm3&BkLdFC=ISuIUYrQ?nJsD1{7p4syh%0+s6kGRX7d@Ylh800!*km
zD$_hgK1Lr|<Pnm)ltanvAoRPAvQHKtH7Eu*I3QSPP}mWb{q9;wQ4TRxjKKR85YVdE
z7~y?RE*)K=`o0EzLS9TD(N;CHwRXC}W!|~=a)5$2^ACzR0@7&-{EmV}C-lwN(3!tF
z%4nx#Eq|(n*=^pbG?vH>@NJ~-MkP9V<_ewJ<>lxJ^&!w^$LYrsqt*~BaSu^%|4^pL
zw=`XOo2#)lyFP71G}gS3xWLBT{e=IC)6Y*Mb92(BfWmK=kcvC#7qarI)54lUf!vNn
zeWu*da;qtvZ*+rtDn$W}TB5h-?3LQxn!0~-#y>X*z8Tnu#rs^`!P?kltdpGAq4BSv
z6w3}%1llvB_@z^v{7n2i)fTUYFE@hZOzJ{RtH$O!I__KeUixUH3aW|mRrQW1N%YOs
zy2C+qzmyCRk~3zXBNGR-cCF@!7&<4m2#_`}#1z>U7qPJMk!X<XC16po_j!+#bF(~N
zLap1Mnll>(v&=lf&+2lY(yuL60@tq6(**umh~CKIW}gSq!^(P=jkK!Pp%L7Ve3+kS
z5)qzRJAz6k7v({`Bb|}!?7Gy2NocN)fq7L!38AKGY7L%mFI-$-6pbP^;yLPx-R)$~
zdy7ZkI(j#5WoJQ20sY36vtL*d;co`qPhqcBj{e|<?Aj8d?neGBbY8Q+Z<Iil8X-Hc
zvf}prU9tG$?0Her67{&C()r(yPJ=4{(X4Zaf)HDPx*4|8adPB5n_82Cy~*ODylt*Z
zW3=+}n{Jhm1yisI)iCthJm*~?-1#Ackwn4wyssn}2fJv-y9ovnWuuv`%{u|br@l3M
z7w#Q>x&@phYV0pB$jT5g%o8LQqhX3L21Fy`A2XshPgm2`-8Lk5!+>^YW#Z2^<8#Lj
zM?-}k>_7KXOCLDbL#x$|Vr~K_>V`tQ;fCweyuuyNjpd#4Ft8JBKUldu*ZXxleJP0o
zr&?bu9)rVJUGqAfUVW(^{oZ$!D_J9&V7N;!O;E+IZ(uv0JX{(&Qq%v_sQq1k^~}2V
z)HbR`2!$9{HC1eyTgv71Mi^ylESi&#uiNdwVU)~VtE;fJyIbT=zZ8}PC;B~VV7)!@
z|F2)EkjI|<3tX$9WEmE#;&uEpIh;jW=Nuhi958w+_AS~%Q8-y94od=zDkY^>>*e|4
zl$8B-*tct`J(gjr2%0fU%8_1c?rH{-3TF4!xY8l&>H#IAwpY(p%?nX{_Y{(5|4Bw>
z+)a!_ctn_c_HLnA^}}iIYM%T*d719#O##p4NsF;DYxRX*82HvRegFNBcB<%1H1Ow^
zs#jF6Z*ABr1cf1dWUKvP8<EscA=#FI7@a=FVk@y13Sc=6uArBeWi*<hVT`i?j0nhR
z;DOS$hckyGkjY%4zmj4o?n<jCav91TyVn4t-6g{_jX74xo<E`Nu6*VYv8mi-w2k&(
z%Q@zON?U2L_6E!?{sT2eV`>dn8L!mx6TUCbFLcR_|I?ZP<eMQJCY9A-Kz@D>q(@QX
z>mk*bK3;JPj>tL3)0PQp3H<K?FUfhXOZp|%FzSr?OlKJvdIX0XSMk(55={bD&PdDp
z&>R8juE;r=Hi9aH!`vhOtId`;OhC&y=>Mxgwy3;3anll=7&XeUha9}gBBpY{F^Br*
zOUEFq$i+y<?Ed;cpT?;RJSYqYCA-Mf#8)$WyVh@e_T`5bB{kD^SheUEV!?52<xHNs
z`s>+*6q2_PZx`VaRC)xN@t`mfjjaQ@ZZV~Urfy;(Ze57#?6}C6=!|9uplfa6OJ}V4
zQ@iRl2;)uTdR=d|RGUW^k;8ANxnyN5zclbA-{c?A#AG}qfF6_bE6hxSw+Qw<k`?7j
zPG5x!t1>pz<Yo(lEA0}MQw~#6O3+hMRH~0Zq?QWUqv8|HAGfCUaNXJjh-8-{aXUe9
z3ayogKpU$R)^W<ApCJztQ&T*LQJ1^jXL#|w-poARnp<i!mhVL3ELbniLZh(V?kZU0
zj&LzVaTxyhVJa(BJLPSKz?oSPXe;3qBaGR}I@oDDNZl1vXdC3W7!zjyAkdTAi998T
zt-_4h7nF@+D<s}c2cKEHaN2e3_>llSwEsXHLGPZZwt!uX50am92sxH;l*!U|VQy42
zfH(5Jo`(M{nOAX%SaG37H26tK4LbL6ceXLpc1LBnH~;UG=+OB5@2zl2^-a=OD025W
zio=txSkOSiXc4if(v0C~jl!|njrZm)DJcCGlJz#VTfxZ;<-DnlaSHu2^f5XXhYNa7
z^l+zAToFB>49V;cF2ri>cv9$d$5}nsl~|-!rH=0feI4m1<j6kOPj(8V(rs4lYcfm!
z+(=o~J~`V#5GH2WYB~#rnA(iZdYy|4nl!|))R}2dkyFZ-g4$pdsB^TI55zZUOQ>dc
z`Q^v#Ih^{N6QIwCQM}hdl~JGAS9Oo65n*9%0)jZZdj>zFART6-yfdcbqM|zYV;S>Y
zkA4FX70}h*$eFeQz8$N_;As(r&uzSBrF!cB*9Y>NgY7~50yPnRO2yWOI|WDE`BeYq
zi(ua|8F^;f9s%9Qh&oYFG80QBBk}I3pIz5}Yj<rd9ArY-C}9Rg#V~#qA!zDl{@@OA
zjAs&g9p$2`yK)9C;wAagie{;XNeYg=MW_dn>$DPB!`9P(Bt%3++B?>c`B}M7%~2It
z|A7N`0^7!OX(B$Yx>NRh)i6c%)o|&Y(@LCYXB+m?V%l@h4|$*7S}|=R_s&Ls#DtV@
zSK*!dO#Xv$Jlo3BYN=d?Kb^c>uTBX1Z`|5NChP@Km|pxyl^{d^glc!$wZ>FZ61PHf
zX$p?Lp`dUO5p4liI#*C1#@~gUnu`70kV!!xsPw7Y*I<Pv{~x!>2{mB(D&U$Nd(u`a
zD3)fA@RCJievuLWX6590N4YxK_q*aloEZ8qVR~Z^$MZji29qQBoNPx`FNp>BSATYq
zUNPCKT*5xSP=>!?eySeP<w(fmWFB2BvR?p1vP^t@-hj=0-Nh;~+0W4phs}Dq)%I8E
zd`)+YD+@aB1zb?NXGGO=c>DgIj6{<3`6g3sgUC+1XPs0J_D0UlY1GO?eTDM+Ues+r
zi06e`UyoW^H+s|EMEOapB*k#Uwsu4tt1JbBW$gdDhBr;1PTm>vDOe4IzZ0VsL{fb$
zo6CYX4R6;ousycH9VAojtw^q=ab7k<Kg{F)Mz=pK_8XCRX^xW)dao*r@2j9n)&V@i
zr)U@-X)>D#I1UB|20C64Fh0<&cw**T!9-y(Db!Uxnro_l>INKUHW3ta>7%o^_kC1J
z$<MTEONHC^ds!UAqkL?(pB4TOnPtkr$=gP3D7$pCUa8ua>K44*wl#;N^;>HU5fS(*
z>c3T+=d!3xN>%2g$F|g=`oA)J2M%}Gl0JpTCgPv3MSDsAqpJ98{RW95R6^TS^tY?w
zZ(_;@vc+SWwKVn)uKmw^<h)FUXG?5>PMi>=P|>cjsHBT$ai`PB=Y-A-<@#tuB+cRz
zgH4-$a8H27P+8lv#_pC%o4!hthLGTu1=*#L>kJO1eXnhkXG^;kvhErP6us((qnA!$
z3QT!eRvK9jnu~vZz9-=IcsQObac0onIBy?2o;%TPliav-TC&o|@Q`CE-L=R~aH`0M
z^<EB#YL3KVI|sa(baZq^l$mp(s1yMHnU;`{kp5Hsh>ZPD_H#a+*}{zN&EeGR(=C8a
zR8!-et&f6vequEI7YXLeGY|e$Z(6uGc@g!m7mz1vr4dBLX>ile9`jvkm!6ytnhNep
z67{ulXLgQsHr(4zF?a+Y>66`xiyi?S(Jvj&7|cPU-il7&Q)u+Hz|z(0>+q<k^QoOn
zK$VLc+6N#%h$z?Q=H7=R1o7Wh7gaRwsV&(GOBmkIn;~cS2^smK01ITGGX*Qnskwm{
zlEx-5KxWS!fv-9)4h7Nla>cp>Y#KJW{mj{ub>+Tx;7@jq8gPaKihsW6({E;r_15P+
z)hB0yxnoZ9M=Re)+TGu3r)rGlMj>&&4gN(z9ge!UYE5U@H9EXJ6-b^DPga85fPQ)&
z0R0%p|GNH+0cR|PHDE1^5yF0O`p<i5>j!Ubv!@3bjnRPp(+=@I?0J<s)cS$sLrW~k
zJ(@!yRe@CQPL&^0(Nv-V(tbzrt$gAPGVE~ZhkMdmnLN$x*K1kZ_;1-~O>DuAM@L~+
zI037R%PL72m~_Ou@^S_r8Z9h+qq6T9@uIlS*{7v<7}NN?-+&D1Q*Bo-!+@AF@j<B1
z7B#1K0)(Ye)$w84p0_`D>5Q}7Wraxd$t)Lh;rRf|eiShDIz46i6bQ1~EC^nR7s3-O
z5Y~Tn{az$&sT~D%=kw*%t|#hduH^75o-v?y)nNSk6$Y@o{?M5*y3_h(e4(B@R%pPC
zH;JD<;@jf(o$ADK7Q5^Zf++tN;YPIMoFyr`ra$@vQ5zoD2ng&WTJ*h{LTjgBbqEW3
zGm>lH5WRusyl4hU^^!wa0a$?UG2YA0j}iJkthb!THEjPX$%|Yx+1ANGmv?`@2>wov
zrrs54iC<1F?!u<DF0sfKdQIL1Wb_lYZ@0n<7=o)tQ1!dh5bu5$0eUP_zQJ0wY`d$p
zEXT&jJ#?{*vnaW$t362m9?~hHfKymF=b%8y0Ep*L5GB3f>miYmJV1JemdjCJG~cU%
z=~+D`dh5r_lOCh*{$2hZH&KNikZFtnD%=Y0li_-&x|rA_Iu))ELa9`)F{EngbW+xE
zMdJQC#&&b?y9SgegEw4WbgwWY;6ZQPFq^YDBbwHgh<o)35<eQi(aS6xGTT2c?<~@u
zIR0th61i1Fcs?flaLhP>>))hkBdAYGR##Vd$G$ARuQ_n+6uBl!A<?!LgxwCKr@MUk
zIgnxVrEaf^0{<Z1Y1Z~MH0A#e(oQWMFi#w2#a4ZCX5)7mDk~Z_NZ)0CJqAq7JEqEp
z6qo2BDB|!d=-Wi)plOxq<2|&zNXl+sY53hz+d2+ZbNd+L4nB&<sn+`U7J7^K9Sywg
z*EL~oL<gh^+7OzVt?@x<WnmThkeO-1kK<tY(G&&xbnWchtsv*??P(NdG*%oR*yE6E
zk?^)n+U=}X$UfS%Fpl2V`an<P?jkZNU~XS?d`-+2;AJjv*>d~CFwyY<E?uanzb7FK
z2~Z)lyzii$ft@u&By;hL2F!8d<`3_a{fde|qwx3;>1#cSWRWN7>FKQjeE$0VLGz@E
znNRPfN81AgsVprgH=sQxf|W?Eq^PK<tbCI0C`W&Ym-k7tHVDSP&=$Ojc{rfS{$M#0
z4i2tBE{oS}mNIV2BuzAn(sBarF&9da+x5zTu9qlZhc~RcRyUx!no0Ki8)$&w`=^|z
z&EIbHn8&~5cyj>Iv_o;{q|Rg%j}h@>xn_q|Uva``o+}2n=T4!|diGXg|B<cyg|$3C
zGb>s&IuD>P&J?Qf^k>sU?xMDSiMGX-a#gIltZcxSO%$R`#YWHt3TCCNwCj01T82^S
z7@4y8dlt$$!R%A5IS<yFUpGmpHu5e-Y|M8BcA+))7~oDKfJpJs6(l!(1|u^u+PLeT
z)c*YD{*r*zc;#ulxd5B4V;*npp`Kb@0a=L|EZJwA?nwTpIL#U-kZrNf{$PC9Otnf6
zvgCStdYXGnSD*`#$)_Ru=);fcSS?g?X?DN_!SVvl*H~FuSyIuCoxcBt80@Z=^!Kg%
z>&82PETY7rfOP=1FWIdT1kmi3EA_PNIw!{G7<1KqKs;YDlM(hRz!L&2;x403m(j}I
znJoK}a5<avy0t0R5k-dGRWVC7R1C+VMJxd+IXNO8r=syKpgE+Vpx^`bq88@Hf?cyS
zQZM_@{GFnf#%g&Jc3M+Y0|4mkc{}ozY<RHYk3Se&J*Px4h>kbIKhV0;z|60;xjRcc
zYz1O0JF##2e6(@!-v(wj>^X4Cah);0igpT(?2Yq2TlA;!xI0OxnkvaUsR*+Zb>*tp
znJ$#$l{{i<Aec-H{F_GsPIiD$WJE}<G4tj56_&HwaV4nX`;o))!Ef|?pz01)pD(wS
z#Qx=D5xvZX%}99cfaaIPWf(zpi_80-;8S?p8vY4XbTEo%F4FNdi#K0db&(72OMwLq
z`=1?N7ap&-4G9TS4l?-3qz3h_BSA8bM}n-#NK3^D-T|ql-Ub8xV3>J(Ztm7nS<68z
zycF*xB6-{G6;=xJHfgu#ijPQD&LJyv`I_n)NpR>i?0dBeJ1E;Z?W?kQ0F^4PX&&T_
zdC$v7Ja{=ZK+tmG`|L=zoMN0AN{!~zD-9&7qazU7EV45(RhuuAU$kB$-a4;2V%%yr
zJDy#4UjtD%E_X}Dx>EQbgQlY>VL6@8P=G&VG??`J<GFAxzOkniEy89ug_Nf8yHxY{
zXt#4IZ-z!c4(_*JRHkp=)~wjB)`0Lx#J+9-xD@B13Cn&RqR48!seZQ=5%&V<TnELS
z#ra7;nZ6wgcgH>tIGvc!Wk2m2{aTzZMCsB-PfJ5WLei|;vA*yDr-A9D=liSP&dviA
z2)NvUL<lJ;f`<W8KC5L%2y8o#geA-S5wbL@pNoSf&^iQ5H3e9g?Bn+Px#uQrB>y`@
zbP5-3tnFzklfE-X>D_))m)DF{k{3te0h+F=!A$vIT#l9lp)6QE2L(KQ-?sKK)Y3gf
z#5IigLjnZqe>can(Dx#vBcq(#HVM9FJj8tDhh`n5YET##Nz#B81N>uRf?|U0D>qdS
z(U5Ts7E&!b_EGJ5vs|lO>&B_B7-I$7d~XlAA`T<*wTfTh;G-hlft;5+?;ToO{i}L%
z@Au)s?ESd~?O$0wbyF(DtPjs<5m;p`0A643BLDh2&b|YGh}{nbhb-HuQJ$QfJU#ux
zdZJ9dN$-aw(=FfoOO4VSt2h46HN{7d<<u|x2OK~s3=tle^YmWI3*{}sU4NQ&_d%(B
zF8$=V2*?6xsop|36$>XDthGh`O+CqQfsCf#DB}Z65&cFJVj~De4*(~<uXadmGQ{kL
z??~Eyh*-tQ_j2ifmjUp(+F*skhyk$T)T$Z5Cuxy2vxIl-yOly%2SBNqhWb08>c{Va
zEDt}SSH|y`8PTlY-2bmre6Rg`=?#XFNo$J;v;15`8Yk))F|Vh{AsAlESQx9CD;5Ks
z=83%dg3zwRu+>L~cUcJ!CSJke=MkKj0Wo)9yT;|iV_u<+ePL6?2hVLh2Jt~eAIIm>
zmx#?eUYj+6HEi9sb^$C6`jX;RK@+y2EDEmHke9n5{QR0@8m~9Gj*L@g^0}VkeFesL
zz4Y49Aqgj)^)#y{tZ9GWTOP~9%Fho(n-Klk@ZpIcrgI}U5{xjkJs4AM5TDzwS;smx
zu?D(Lslvm;=vq#h1a;-1;`%nsMT&V3k!*XYD4DJ~?7jDpG#Q6iZgJQqjqcL5b=FQ-
zac|MSq0-5WXtAw{OKHLs+HWF>-IuD?up8)GHQK~7GVm<h4?50axsTcoTnWEET+1=f
zsMol;$c#M{XIFamiQSxbZ4!81F^*lL*$=+*Ua!{Rf)7PVkiD(@_<Z>8ppt+Y9DBcF
z&Bsa1FdubnFUmDWWUOjDuoO(-8Bh&E(MPSp`pZTnpiefa=2Ek+w&=s1mMPL4>lM0?
zO2WqyxPx3AB-8{LpA3c=BR_Lg#2BgS4_8wxIHb2zIeQpBx$}|n@fP>6MAxxzOFIV}
z@Qcf<5EH2{-E_;V3I{fmfa9^pz{Jp~s}u&ir~(r>yY!=ZSarMq{O${E&FbW1g{i58
z?*{AqWA{8(z9gXgjPKt2y=RH3OqBZUNDpk7OG(}Yhr2<ZQBvm?Z3fQu!-H|j7po&$
zqOa?x_vi)LN)}X7Bn?)YijA1KXZ7075JTy1Kq&g-QD<koFOMhRAB%}!!vMowy^qND
zb=pv)3pR}T;kKdaCNOLYhmu36ZxH@Lprj&s>W|lnQl8$5@+blFVF*T&0@7C@TbLNk
zgzjd9lSc(V*y3B+STjOjOl}v3$f7EWd`PqSFbe6|Ij7M8T`Y|vOm@E30c2d+G{y{I
znn%-CZa&HfqaelV1De?L+BjR2T*cBD=`mC}o*~uw)$dl~eRrko{}u}RzL!JZD0Iq$
zqEaT)*VKzJ;S({fR&ItMJg5`02de4h<W*%=YiWvZMB@$M)k%YQitWjjjAb;|Z7qJz
z4?<SSMO(R#m+7uW!<uG<++n)#+tcK%ujZ8Y3kFMb@A~K@oe3dAI}wWTg8s~8y6!h&
z&EyLW(u`mIuDtzB30YF9tg-ZML(A!dAQ!vghE%R)qdE3zau_3=XO5l*=poGYVw%yq
zX%C&ILQy(xW}H1kh#h^aygXE26&F%#7GMsy?;*V>L1)ezTbIKn71ckHI2jG#fu5aD
zO>ehxlEv~cBo2$J|ExmUz!L9PzG@+>)$t^{##o?_5>-4-94APR95DA*VbB5)T^AWU
z_tT<2d!G5c(P(nlPS@rgsp0bI!Va=;aF+JPdYdVH)UwkIIQn&-p3!ei=`RAyJLtSO
zmpwLc-cOIlxW%qST1qR7`P*&0M(ID>Y(2F>%70~3Qec{wXbMKS?%4AZHUH-YTa*Gc
z_=`w?Yd(fTRRBwUr^-iF{%*-WTuBQy?x9>#oj{Rsh-ylV`>Vli8faI8oB&Du@ZsOs
zcy{xRSGCR^axNy~&m$Lbe5cIL(%8HPj%Y$ZX+~f{0Z_qWlI(B=BNKvn4F0SVLq$B%
z9B+4A=f}YGQb2JSd_8$T7PukL${z5V8BKf#pF-PcXpQ@{uBc$xSI?KH*IZHofFHML
z`f_=C^4EWU$!^C?A^~}L1AvYugd*iEF>P1GU`LF=^GgcEPGQAEv3Ys^sKwkMM5<4)
zukN2dAe3n<!+AaQ1#^!U->APful|@?Rz~J0)&BYv+Q+J<Cc!@3YDRMRSv-f@A{C&7
z5ZL2l<k7q98QO6CmYa+l%VaP#f<vk4jI^DN_;UE$okl4-?56-|$T(~IgEr%pj_7_2
zon*~zp$Y-*I29T-mH$jIt{t>JIrFE2#rUu}<x)QK44+Jvf7kW49`GktbC13;q8`tt
zF)isnpYn$QPrJYmJ$F*yRjX8EF=fZcljurEggkRl!bg$eu!zh{*<(TtV|nViul-$%
zJjv@i&W}RyjRR_>pka~ms?jdTKFcs!?Z#A!E4zG2HCX(p{ipTiHPl-~0~{QW`~BrQ
zK$tuznI8OmJ;yJmmCQ>z1397CAI6I|ddxElPVOx_Y)Y#?s6<glbDVSy+-LYU*ly51
z#;C-#!;d)aB`9x`oblQC@HA@1%s4WA(5s$;(`GbQWh_8-0i5BFs()obH0`<TW^`>o
zmErM6e9?j<+lA9Vbm#3PmI2y^JsWm;`NHz#sL`wxZLdAFT8pqSQ_&Ds?91GSioS>V
zvz~ldjfU@3^`3p=Ax#*WWKgp$LbVppVOWWhc&)bDRe99;6*7IyR)yKwzW;Xa0R84=
z)R-pFb0&p0aNM^8OO}jcUcR3=@3K$l_Otr90qKAtfSs$v8~;?ZGO#6=BHcZm`r#83
zdL8s}2{uRrR`5Vp4d60<&L@Y}I(rKT<J#{DZShPvlI4Y0G+Oo49oo4IawC^6=vU!;
zdslGnV4$Iiu&bh65R2e{GlK5|<EQabx8(l~KRqin=6xa)s(N(e0N(p-_!WyGNIU+r
zRoJnTqTfBrTB;?}Pj7{~qAd(L1Zv;CSPP2^F*>5~fEwzZP_FK?`5xwOcR2lTl37^T
z?f2a;BR9}T{I$Af?6<&0Vd^xjq<r>~nmE(z=?Go~^Ai=Q)J&{B2Pr(c5`Hy)+&j%r
zZwE@Vh3zD1iTxc$J3qZNRTpAZIB%0m<~!qzO0xqDuQ9j=q0W5xbdmsj9}}C&suGuc
zF3uPwgRVAJkg}s|hD={DK2^J3&|Lp%6JA<a-48xU>>rF9vx@Rvbs=8{XpuIf=z_u+
z{r>gh?<D{7HHfIGtnQ3x)O+VaJOLW~C}ysq2Pw*0$W=6j(s<fSw%bhTClZRgTX1n&
zDd_Ge)Mc_w<fS9XL}hv({jxvDszH3>z{|-Ir@18ZA0CV@T8O+=DqF5y?|Al7)^wa3
zskq7DuqVfwj31-n+#V@=arL|wRWjR3w~)RweN1ppvR92A^^)2hR_nPpXTM&xpAfMO
zcLJbUe|dBdOM)5SJ`D&kCGOl@@Jb$VNYP12A9S{hqJk`_5GA@Iwd(kgrt0t6LF`7g
z!f4WJ2zp}i%8~}GtV*@9amk$>@ur<gAxdRxRRNZxja4XnJ<B?daT=RR3!{Crw-*}(
zGup4-3-bM$W<L~BrF{&Dm&19&phG!M=>-jOyE$<YwNkgJgWTu9h3)i}4t-g4s+}kZ
z8Tf?N+V7Ul)%?qodv>DvGKH*E>D><2P>51ghEvJq)MYbx5e~kA%`}>u%?`G^H~)%C
zpJLwm<^~VbhmM);1a%ZDTtHf}p!XT=x+Xgug`R}L^|%hj6MAO`D!qQiCb7Z@Ou+Yk
z)tTP-=(m0L`oCr3?!O>!UI8!Nzkr~iur&WM$EzL7k^4(-<6U~u;E0bYZLL?-O#KV{
z(psSu9L5IUk4p#|I*#({3pDqJI4BDNxAY-Vtxw#?*N?bS{L_Jr-Q8Qe{KgDF=ZopP
z3>v9<zMTPRs#p009DrE8?nDRru~rf^lJ}Cw^i;6&@`Q{)VYXZrT<DBh7hz1l0`Y34
zhgvAE{=4L0UE};o)PraHA|A#m4O!YQF6=sTdMwsr^yO~G5LVxhX9_;kcA27dA{+YM
z;D&~V!oa{V*m!twC;9x1)%$|G4N(uA!b`mO9t4F6P?O{#;(IvOtzGQQKxFBgSe#XB
z#xV&GFk~THqYd3p*DaP_=peUsAaW8Jo$LS-*+0we_^aJ0@>LQhGPCHD)Um<x&Ijv_
zb{<+R^j9d)rI1Hagc^}%cxC_6)oL>bZMP$`3@UB22UUFAUSxPd45~-ngrD&x$xZ4F
zRyTPdmIaNTC$4rRP!hNr6}Q5q3?MnCK~8>sktbL9j21rHv+)^&C%8U9<#Q8y0uud@
z<l*lTsG{BD2y#=&mls8I0Wq}iCDEx`SGQeZ<YL?g8#MTw2-wME|014r=qmxr32!Ew
zqXeBn@ufhq)HWK2^;b4}A|e(7lqKmhPFGAY9EEWd-9)l{0*kBac)%W(D_r&ZBj?*x
z>=}I%Tk*hAPADE;EUk}})(0}hQ+Nb16J!+psChrW893r=f;5ukh#rQ~pURq`ml1lI
z6ei0qKgbegYxU|+4IdOcKjT1(WNUg|=rON3KzM#6TBJ9fx|9Hy{qqh77wrHM42`2s
z@9lm3F=PwL%n-q7nbEeYS6Ux8JF1Nb%Sar{`rG4L$WwUX2c*5eeqI(Hgyr4OukyC4
zs#sSjJ~2$1m=L0n0z<#Mn?<Xak4T?yPd=%Aqh`eTb7rS$H$--m7k-R-b$u<N>j7l?
zea}tIAyIO>?D~WiMrUF36{DL==E@Mg*Ea34zJA~p2Nkskt*Q1HHrv6DY$rFL1Y<Ak
z2AkCaQ<;dDp>0u~+`e#YGv09y8ls*5$GFM7VIEhMNo6{n8CFTd>CJiV8-P_shlkJ9
z;*D-?OVMwY1OPd~WPaeEI(SOhO-sN1i7U}jA3Mp3hA;+QIv-97_!7MKa~xzy#eL!F
zWqLS15;;Z8FTl!j%pk=3w>`UZ0dUOCMpXO@?f)wTIA?9?R~rs)7u@bZM#Dm8V%mp2
zi$dg}kn<SCf;6O=9|5Qj_hCsCxq{CrX@9v?_m27F04dF)41W#X(pl6>e|ne*+*5vY
zfljuolOeaZ4=3?DOo(dA7JA^I#=lATeyf5kE8XowD~T?UOFBfDp*)73Z00HtGtL}j
zoW!g)9OW{bOr)rsLx+cl_&jcvyJySh6+8f_QC(gA@XYngcs~SblZTZUWC!Dp$V6+-
z#Qx1yOz@k|5qYudRX*fTc^mO>Zl)hI{M(~##R{<}6Xmlbf6#e?#=3{t=e(aJ>~s%B
zmS&({cGM`TZzk6j`2Br<C2FOb3mpW}VBHtBB}W-evSWzc>D=d$SvGF>hN7}eL!Kck
z7sjO+5z=9l6&2--=98R6%J18;dmRC>%?_I91<nPLIOkZwU1(QF?X~q#4K<#Fs^xi5
zQ*c!c)VIfK6Lk;m*|bF!<*LI;c!+h8=ibj}4Zs~|en<CA_T#_qbAZWrfmWx`Wq{da
zy!h|EI?cE33PyW@k+d}Y0W$zRSeOsJ!`4@@x^6hS&y575Mk_iSz3B3K5f<ebZ0JjM
z(0lCF@Brw(b?vxSo#Zq7dP2<pjf$1@CFVFhEHom5b1({;>K(f&tuP`IpFKan!--M`
zrz7V{Y0X0}xAy}S+*X5Iyy0^UntU1z$8dVY{LWw|A!F%C*7H|~4et(sgTaf0uqhED
za)dJBd)~f2abM#<Mp$m_=7z>0<>;FvY7L}9IzM$cZF99dRL|WL)hul%)V%n;9Imck
zBlo?Cg|%_H;CM_!{g_auuIi+2b48_MTU`i;>SS(~3qZVK*xc&ZMc!}ZKY{Ru@!#d1
zQ=$G(UGuI9cj%5c4lysYGqiQ#`6hcXVz~nN)6`Lt%#tTnfLqx3l}+2-a8L6m|Ave)
z>LI8IvL-FtJCo3q^hE7mIJJDnW;p6}5u&I)fMbT{Fg}KLjr=--&A_$Q1aoHXnm1;;
z5VVVrjxxu}&paR=2kN*wcq9BFAg*H|C#++VoF$ZaTJ(;dWS6F7+2U{_85I7B!0XWe
zGw+AEv~AJ!0Lc+R*bFDGmTQd%q=tOX-62*YB~O5ASABks(Q0-zueT5xDGr?*loRNT
zoG()^X`btsTAoSnTB@x;$5v943D7)~GKpN%q8}byg>L9E(iV|BYS(gi=Rd9sx2DIF
zp)hqWi0g0HS5sbb5?Nkok!%xcp{K=?Y58{M*0VfDxoAJxRTspR#siRoZRVyp8?kjk
zZAw2T;U4R!u%Bh?BG;zrOuqdaH+zUy<KMW4N5gqqtAdQEaKRa~k_u?B{J9o2p;io2
z;U}nWM#}azno3v+48DfK0x~B3*MUr-7`=;%=eRhH4GHS3AD!tARm}kX36tf|@mfQy
zT<YnK2kyJ_hLv<@safBFCe&~K-6WPdB7|6l{xFfaq80{(SQ?`JKEr~6?UOW_yB`rb
zFRM$+JwOTVs1$NfmT%m<=ub*U_ECN@=S8z_o*NHu&leJ}`!-Oy89r^cVlx=O!H;Y6
zSdHY|MdiW8wkGS`*~(=tVDD(6a<x`2HZ^DQCE?m>&lK7dZif-vP5nhraFkd}bDpE9
zad=h~={J_l#O~A<ySPtor|;U^JaCw4E*kfuCZ3|^UlQBfr2kJpq4T-+AIDg${`p#$
zDmeCvF&Ho>7ExD^a3xsnk{s1Hg(I&jwhk`xryG%#0l-aBg2yRb!%FldvDA~ho6#cE
zLPw<Y+Bi+a&FomYmyB_+i8%1gW2K?(hU)a;co`TBMez#{{8@z4AIc1<hrTVGSI!vf
zq}4?i4-}2io>r+8jhIt0alWPP_PPM~-BdRyv7qVb=8@S)-b9C~`b}?q){g*3B|+xL
zsHNx8*I1|8#$vU~u4X2t-8)@v9m%6}O?^i9#i=am0=lJS^-$VrVe^ii%P}Ft%tE{S
zKR`G+&>^#~uHgP{l=&-feeSfmgiVP24747}QuL{YO2v+2R!vLnDU=T2Q?gc#J%Y^%
ztX+4PbdR1P8!Rxse4$~2^HaODgWwQaMJN3wN;-;6Q*y`NCyFEao%XlA9ao0)Tc9vZ
z8k6aj^|hCFm84Q$Xs7PTJiyf;*+<OTgN^e8!?&JJ=(iEH=)-GLS4$^tUE*vhQB{)R
znuv)PQ8E1J94gcwj02NuL_s1f8+N~v7%2XyO>~+A#2jfo0r`<R+dN5OA|<26Jh7Ch
zcQV~12ef)a_<N;QKUGmfBU`zhJ?dzd+|PD)pFcIUoOUIOWniSPqluHR;`qku>S8AA
z=mpdemWzn1d<laK!0;uk&66;SPU0ZXf9(PST<0MVkn1dfiBf-dp`oFP*Rj7dS{-?o
zw0=}wVseoZK-RT9xjpOivj1@y=v73)q3NLqUi1p>AiBw7fX1Ag^q~qP>dfmOa*s<n
zpjK58t?&OWSsk){%~};(%(Ysi=#VH2f{ugY@yN>JO0lgd0qD?iL;M+xUZ!`XiKk`9
z%%-kNUb;_Q+Iiee#QX1=5!|33a{XSuTd|20svdndOxv)*BP0SrJX<DlAEAHa5O)3A
ztF4=2r|dm)fK-sPYK-Q6Or|uLe-5oXFO9Njus{)CuQcUh7=;2&Lsihb3m!3{EOCl&
z+)a&scJ25D#hX@Pzu0g()BELr$}^|5e<Qs(fK=A@hM?RuK8$v*3NYQC+?G~auk(nP
zHXBkaRzuVcQcK`8Aqk3_6HPIw)Ulaj6&2c3#2dpuv4HlzhB~*SdTyQ3B66`XGY(As
zrj61lMEl8<YG9n*7)}-mJ-#c?J)|o@lr!iD17W<k21ht!D=Rw=a19>7fTQ-er?i=Z
ziI=?v4s5Fi#28wNN|8SEg^G^}AdcKwLP;F=?(3`k{E?fRwXy!qpun}eJ7XxO|Ehp4
zt9$^ZZ|fNFwe6kk>%46@Kh53JM$g?dT0}EY<40=#(X4Za*#yf7Un`v>{c<pz^ses^
z_ELp==vNX+^B`su<!c%J_65Q8TXFF3sE*z>&}Oz1qcCQ@!vI)iH3>tA#rP$I`Hjww
zPQ%EC0L##6>7@;`4f}Gf`AU;{lKnW(dzAb6`TJYT-+&YXI1F*}a85~lb{C|xSmv6G
zl?M7KJ<V`s=k){6;&KyIJI%m<=w1QUE1(s!PoAu0RJ71Pz*j*+S<j5*nB7EUg`a`a
zu0pC#a7>jSs^*mQ7}?exkG&iWs8<<W=J8P_?vAV&POW7&?jDXpEw&S-llHn8*bNS<
zZ`)lDA(^=P<KQ6N0Ot@?IV&4y%dUyCL(CpyKpb^hIT?ap?L^NUKZv2FT1~SC2Mr3S
zj}E`EJ*{f9YI?k7+jux`vCaYpP|RXLM3MYheZFWn?kED~lj^~l=Z+d>F+u*%RNXNF
z{uHXejfQg$96Nu_VGI^>5<H#1iPzDOBm10{R3e%s$A72FGoU{P%({yV`Y_f;d{p&W
zI!<6UW26mz51L_jH;_>CO)$6K{;@ikK|WuZO@IALK+=qhi?mD62@9A<$vGIfv2y|+
z!c<d@4W05cH?2D>DT6hwybF3JvL-QptL8_JU<nd`Mo~ol<S%)p@HdzPAWi`<Lc*()
zv3n4hf%#*mL7h(SI&WU&3EncvKRgZm*R-8t@R2|kSTf9*s!$(q=VJw=uDKrK_NnDA
znVp`sxIs3Cosw8peY}WkZrI6c-?V1ZQ5A+~AlY}Q%(5HeJnUs~V<s9}hYaOu!{h4u
z0WH|oYU0oIwxf6zhOO6@-D?*j+E4O}L=??>-*9zf0XBGQ{gV8b1cU&j`?i|6LwLxg
zPBa(cBH%3VRqezigDQGdSrY5qwOVV=0K~No8?FPu{S`<T|EZ)@?{uc-DReEOz25jG
zVTqc8?OkS~_J5{ElUbmEB7j&2{%T3P#zj?c__ScS7k+8k?9946y4KcZTla2{O4M1t
z-~04z&<~<Uz2%%8y)W$b+?vGM8<h^FR6>x6E{}Xm2Oag6B0bvb=-7m#gXP2~<}T9v
z_*j*0!XXOBL_m=+kcv+()4t$t%CYZR+R}CZCZ3s@iRL(8GzZ4pKlJBbU3I+Or2*8}
z?m#im-JZdv%STWgjI+Sv&X{^=p@pSVZDaF2@3O)fkAkx4yLq$`#!bAZ2?n-PmAQ1+
zzg3T$K#qh^-<Yo84B*${73@Q>R(Ks%qyGV02~aE#WJC0_aIn{#2tgK_Q)e^l4{9DG
z1f#hE^T|xaq`wU5kEV#eMn_6}=?M#Nq}0kawrQtHeJ9VtNcH5GcY!$H<}bkUWJ2EH
zHzXY<DrYb*Oq+E-zl84AV8@k}vdRg6AXU)_N1yuoRYDBc=^;T`>ur$aGXm!9`^*HN
zdaDa)xsJ5>ZaA9u5Hc(@t<`jge5jY=IDAYiiK*z(rNwHnL8dL3t;0}(B-!oXd&T!X
z4A>ty+m=y(3vO?pXPKzyU@?FGs;!<#uP;R$gz&@s1mDw*IhTyONV%B|A@OuL%m}Bf
zS_+r#&-vYdDLN@=#xj}{M`zb~H&U;j4!X*gKXHOX`$z1u)9er`3#t*0oKKRe<GdN$
z3h&4{wP;#>PM4NvXGX_966_&2->H<BGc!B39msN-p=G=GJlbP~%$1<f)X<>WqQSO@
zy^i`sQS-e}tkrE$3+{HkC#|?*VHEd2cE1;A;11KsA#Jh@0G|t(jZ@E%p+!mDZUM!~
zl{9;KM_sy>m-oK|bqH2YmR4cvu=Ix^BSIs&Jp}qcdH+FtCh=VKKtCso*6^X=aJO)M
z>eS|0bE`a$N=D;%RJqT!gAJ?s^cMFpT^r!OabokB8%v>yGQS6Htf6Kj%p9k$nJFf%
zuZR&K9TbzHtJ}5p{o$7_ja03{mOhB023en@_@{%J*^_SYedB5M2)^6y79d7Q%eJ}R
zA1f&@*Xr=n$NRd#kqE*Az}Y<mTPikzktgyEN``mmjrXz9|D1*%z%Tq43jzGl?~<zp
zR3|aXj;?ztxv&Bot6%>gQ{NPjS=8^HCpUSrt;sg0CfiN6?Izo{YqD+Iwry+r_MG>e
z@0|8US9S3`YpwlXKbEa#`QZG-KEL6}5DX|Vb?Ldl8&Wxt(M$yfL=#ErVlxZVIk(r-
z2pB0+?cw@Fswy9pv>N{BQ`_LWcX~<|>XVlr0gVFbvCMX6j|m5yb4v#@>ao17EDqP}
z5vs=h8~oK9g-D_gJajB|;mll6iA=o)DB&O@=QG+IxbuNQL2hb8;)tDun1A=bA~^i|
z#dH(@F>PFbHr)vvb);A=ACGHq4<1MH(R`WwKHgSV6<6uGHmU4lc9i+bo4#@_$V0U@
z25pupD{O)P?Hzc>{6F7lF-Y^~gnOT&E8aj-y;?6xvJs||VU$|P9;Rx=9G)KqJLNQg
z?c2=F(}OJjvqAcqj=7!pl?vv@)^0nuK{j6U<KU3hWG8EZQQNk!z~b?bfUq22#136T
zAa?8;Qi7q}cSQ7r1S7u_ByQ&v5HO|2Cy~fc;%cYyI(o0J>5}vC(pNr}S<$!W55yh?
zn-HL_)At~6GRdKYJR@Vu%!WU|#i~Kf1TqtkA|qb{VlWTVwGiEyzDEk-tE}tll;&mY
zH>ZDc6px3~hkjI9_;26!RwGXK_cUt_VM@gsH498S>h4rRDb$J7Ia9Iydp-wbd6`ZA
zLv|Pa5BUUq?f8_JW5Ghz0o*DuH_Ku3J$J;9{7_G{vB7rOB(I`(0uTnF9b%^XG=ag)
ztsNw^V5R>3CUB92){GEqmto@E((2@(TOk=4s^n?=Gbo~*4vsBp>|O;B$$eCGF+6{0
zy*!nNZW>w?7Y(I#*NkqNWC{^d5?4(W#yhSCv_3@2<|+{{yd!AX$fi+8Aw-mkbc|Z~
zkasgIA!NzvGlu*@{I^G*Qx{S#XKE8*2$ou%&eqr0vv@sp97hJ8cx^ucR-emyy%`V<
zbmsl3Ep3wPR`XL|yti71{*I$$J*rZ)`5#~psR@{r4!`G`8I-tY59p!G9P8+Piw69Q
zjqty_U6E-{nD|pL7w&j^t9$YgUDT>+G7_c{U8*T*pvj14NWsY19bF61y(bu&m4627
zOgZDK3Wj~PRrQ*IPZ5;iwL#=_RWs-p97ADCO&N)kHQe95-x<K_!!SBTui0fVurykH
zE=)x&b1145@Qsbvm2i)JHW?b)cvN`{zYOKO6p~HOB7(u{k+*8D+-~{$J@ok<9Q-3z
z*|Z%_eH2p$+DKL|B))n?N2!R>^x_IhI=}OHw&Dy(*Kh|W$+&2n?QTDy5$gG(Y3rKW
zBJ9-N=2ni;(o(pVuKRnv)|A{K04xBHo^0L!4vk((Vd<@Qx$5Btb>bLCQ5D1Zy2w6j
zI6LZJG*Zvr-|>2&Nl9^Q{2^@x&z)wpY(>tJD6~@^506&nRO=wBN_$-7kVxT>Ecjw$
zkLh8JPPVQGPDlp4CVp=3M=7eJUI`KFMbJy(@vwg+Mx)~6%{DH<T}*Y50qE%Exxcp6
z9=Na&okXJ=7N{6ur#?(>gcR0BAPo;}Vr@?C+62s6Hto1&D2qmuReWZ;6HuL#>2o9c
zwB<4d)B@>zH@*i>I;+6Y_<EAjZraN-%`FO6i10he!&a@uH3f~e{fL0R%aUyD$5K3>
zkax2>eyi%en+f&*to)AU|GjYG*{*iFjouz48KEZ>#FE<-kWR+a;=csmxO8E<EvM$%
zm4bX%!rHxuaL<#I3oyD`di~8kxAmHbT6Q`(A9LbQzX>v&q~DTiT!2~S9x1Qu+h2ga
zgBFvKrkWDh^wp=fpax$vk=dCFd8d|~VJuTAp1JamfsXoR&Pr&NXNv7p+Xa0yN!}1v
z*7}F=Dj63K%5872&Q~24e2E-8Dpc+$9J`tvS+M><$Tn@-YvB^hmU#4d(P}}CgW=)f
zWkg2pR%iaZ^E!ObZNB<Z*F=*~9*ZAFiJ7@oo5dqZ(zIu5wOJ6PAxZ3RiW(kkYN-->
zdl#aUYk4Nmw-q)mn`GF$1s{{nW{$XuX8&dVsAdPI^8dcl+3~_N2NU1ZQI3yS3BW|)
ze^a$ugbwI25{Utco(r0kK6|q}or8ptjgs*ACAqrBZ-`Dinc2x>;@L3#J!CCNNv$8{
z;l&vfKKx9reJKBiCw%?4A@T2tBuVvNqv3-v0VAzB+5_QGAkdB2z!5SmTt-o4Uj{NU
z**Kb7((97~Y=VrJqhzCDs-C;a1x{;}^NrI0<pw=ma%DA!IKR64BC?#gA3cm&y?wO5
zlTaapn`Qdo-XTDZg$_`9fXrloYXWm{W@@0yOZ(mA$;Mk!vX1+&=j)wp?{^sNh||+Q
z7t{5Vb(WwsR}&~-{2#oi2e+r!nk&^iWb-b9{<usYO*f_5tQ3#P7;@fR7>)inbm#Ox
zWE`NH_FH^>q>uZ+`a3?T3cqz2KF#i=BtI%K17Z?cHjdvE;A<I>a?IiUV{zGh(m0YZ
zig9<RwjL}I0dp;E_i!!jvi)0yASMkC>qse_Ep|AYf6L6z5bc2JS{+%QHHc<`!Uzyy
z4mU>9s|B{`3Zd)>eyj~h!F|A?hT=tUGQFPAnN7~i$8>pkq?x?}N6^gO5l_-8Ehk|r
z2ZEej(cp>l4EFpW&VhiVsbge+7kDGogu9QplMy&f+%b*tP`h?<IZYqrxd?Qh4X+$!
z&Alyh12HE9K$;8?TT<EH?%CHms2Fo?=U*vAl-fa^)HHMZm@OuaeDzo{9{b<U&u+GV
zz)SysfR}DPgi=f0vKxgG`kpf28g?$9SL*8>x)$V4Wbu<sB12w}Zmuo?31fP8N#9Jn
zb4dWX25!+9Tcl9VrAA9Xp}#7od9-(Ga}0El_PEZxT#FPEY`m1CvSPtgfE(M)l+#Ki
zc324Z&#YLoiLAyVveEE7y5aE|OCzz>HN%LFXY9M7_qkP7W5;{$v0|0E+cgYPs&?iD
zDs&?4+4Fm-l_0H=n>->sJn3Bs<&R!s);y*tqdY?iXB742q0hX<YFBlw=?YD86XT*M
z4wRu=NcJsP#caMQL~I_%*9at^S2t(*A2)wkX+{jKjv5cW*2Q#T+f!*M);f(KjoT&~
zpFWHeoGVnBq1dGV1MEC%{oj=`_ZUi_gtOSGIL509@1_ucd$?rg#V_ghP`BSnP>7Hg
zo}F}UQA;>^N=zF$oQs@%mF?N`)k(ylimRy((-+HaZChx#khpL<>XgfvNd+Ox<n+eX
z<RBLcSx~~cb6oek2L%1W?mTihspi(OzPw;`Dd`~;z0nP|tX7a%8uo8C6Tnb=KN@@!
z?KQnq#8)xd#(G<Fr|HPwn;C<*UW-=`j~|}AyoFR%!|eNW5mCIvHIc|L($`NbRoT1z
z0S<Z{LscDbOpbZ=5TG#j_xme1+HgJI?UHrv7Qm7CUI%e(BCxfu0VVQOCU;Y9t%B2-
zDUB!laFX=WQz?o+Q@Zq6#)Fm3fA68U=Kpgckko&(CyUcoX|gf_rHQH;rVvYX8fUn5
z<fNu7hlDwK@6BJ`xRJT+M=vG8m>#=54*OIgT)F*b!!BXazm@@&RQ0X7fmmMcrxb(K
zhM->4#Zf6EaJi9s%k{{0JewVzjqt}wRh(DsQ=;-;v`-P&=@R8ga;qsvsz0Re4;f2Q
zn{&JUBNML*I-WVS<V;T~g?}$)zl9Wki8KHBXGk;4i&x{IIx3hGg()+(0vC~js+`WG
z#x=1}z!Z)K8mb=mH1?h3ISE|2Z~wr)6h2?(ckU>H(qvTi^)TRiXmz>rUNtL@joL3Y
z$-3mX?JoEcA5zn9yVF}Jm3+$WnSW2yZ|Rm|mS2AkH~#iak>BD4yr2BM=KlBXbm+U%
zxg?e&f2FZ7P}?e<)Q;{l&TwPsND|@y%>VJew(;uzxWAD40@uK6vFmx=Y`1kq|4q>k
z!`W&)n-;=)O67~{!WU2$4hVNUWQ)isJtSgMT2T70GMIZe7?>{JkSK7R32$_Pt%62=
z`#XUmO2&5C&wb*_CK4&lWC2~nS@n5y1qXOTN=zY!wU<vuyUcss>km5TtkF$87p=o2
zlVQh>B{Yo8B}SU#M!`QZ5TKyoVF~YG!ry)i_hrT+1BOW4F+FAvY*bKL4XZw*8;Lzl
zK#36&9)7l5V-StcJIQ&J0mx`y{*5u8A5Wl%|NKG#GgDDgLKvu<pY0wt+UVYr72h&L
zUo`ul0p<!|Xa5KF()O+Qst!lTL4XuhFK#E6Jrtz;f_rJZ%U*x=fvpr_sQO$tiPJ8<
zBd1zNp&7Bl_If+1o=DVM)rMz_y%9)zhWf-rgHU1f6;hd2Xgo_x7$V~QN7*bn!&Fu^
zX)@G@XibKU<XPLMmBWESh0I4+wSSZoh0%_sxPQ+R+<1t1YX9PNEl1J^_-`^RXJ{%&
z^+gK1@5H?uxxc#W`qdB-YazyT(1SjZb|b4P?HJ;Fk@WZgr(sp+?H_Rh?*gAszqumm
zbY>IlA3sLI(90UVS{GE+B(ykA*{oK6{^aasuvu>(38OwrWD%ZU)mwvB`Ek~yyhxxj
zId4-}@sOR}ux5=@P$RWG@!!}%j{N@~IZuXqYYvA{=;3?yIXo0TvD`-j`pgh+z2IP(
z7w%oD%x+|i1Sx;q6Q43TuNqS=qx(Dic9joB5w@VAbK&v#6lAbkzWsn1k4VSfoWxTU
zokz5zl~tca={mnrrbQqB#>Rg3VKb+jfqge!jmX}$zBAjVnc=D4-$M~}fWI#}3~j!`
z)r}g~EQE1BLjKYKlaCvL#>qjtj3+kFF&pdJo439L5gVS6@{LG_>5p2sR`S5q>CYnc
zVu}Lg^u^NBk&VYQ?{UT<Eyo#1mv!eipknglukRDNbjrV^5J29avAer_FqTYGU(F}o
z9$=aLKq4lWx;*9tdJr=B(?d`B38MieWCh1bz0Fcs{j7O2x6!QG#+bQnZ?bVI>VCB$
z>d{I1AK<dhZwP=bL9Xcrz^~32gHdU9z4SNsD$<9S5wqxM33qqLSyZ=^s}GS7J<=hR
z)Cro_<)q`5(wV<=59Y8TO`F;!<*Q+3TGnQXfl26zMuOSsO6t4R(Fy3kRdAzE0h4ZB
zart;gW0=~sI;use`;y&$UW8y5Y3GgGsKXv`%uFA?@>MW&);;`47Qwe|=PoSE*H+L|
zbH$@ZJ?af>JSPb8SV8_~DH`KIG-B(PCtw5<CD?1xRFeGhJL9^c>t1er(F=s{<a)Ro
zk<kjUN+9wa$Dqn`9RT_!p~Rc#z33;8w+%*vLC?E|rLKu=O%;{J1nR!OKLftMO#8(+
z%{|*|6zMc|MGK{4x0Jejto|3gUmdOH>q2yy0G$eG)!V^awdj3{?+zL-*hmZLLZz$_
z8B*EaeglX2k^zpxatWk>VDBgFEok>%vayWD<ZN9842?vFphtKxdeB*&et!N(F-?<~
zU<s-cOLL}GI6_T?DUc!-yg14SLm*z5VrN)WFo;j@fo!0b`~7+_ehnMWB%;a)i^NQk
zOICZ+X|#4dbRi&O693x4e9H_E|J!n<YPK`x*1~RpR38$T-@Df@7_)znkZUifK?;^=
zP%ncK8a71i-b6OY*zk8!?jIr|w$13$^z(a1usdi!ewK^+VNlxyPk7U!S}y#NHa0#4
zY6IO5)sNPv&x*wHJ?;~iUJ-HFEP*i4e}*3_scYt?#l_z}n^P)ih<wCfbm<G>Dc-=C
zgJH+-7p7?O`kRtn)b67HYbNT}{ihxA@-zE<<;AA9_GM|aid^1gxn)BWVg7#mH2=%T
z5K%LR)e~^mkP(%%t#}1So?R}z)t3~dd1(_OR*kOKYQ}G&foNM1hQAHZC3mT{YQnrR
z-C-0TGW0fOuzAW$^6l(l9K^81=-Hu~%jxgSAV1jyp7ik=)|LWVtnWBa_WIc)Bhj8;
zT>udngAd2+{h8)H&lmvh#{@*gurc-^&%}*ICy=VR!V4PdsLUU1Z|B6sd|fA(!T3Oy
zL$nH_7{$XTg1#Ux(xL=qWcd?Rm5k+#=olo@5E2y`JvKbdu^%HW!}C%AN8ft=s<Xrk
z_#c2iO(0|CIDtwL-~obP?vDH?78Y2`RI45jbheP#zby~yt#y<`Zgt$&*%)jI{trR<
z<)6G}Db!B)TMv+Y)6N(isR80zH!C3ZwJsyH;TH3Aghs+okOk^~&=L8wn3A%*d!UVh
zRx>|-C7xzLj=1ug=-2M5nPg{BUbwuGSw5!vuHg^3VK4b4Tpu^mTVXHxfCegP&S+At
zED>X4I|BJVkx(M2WJMH_v<T|G<e1a60RQJ}c_YURtu;GIR(`y1ZF?~-sWzVIpYzX+
zE{_&21ASI9UG(oUioy<vHwBK)O;WZZqAxA6YF~-`lMkpGopC{C1O<DDh^((uhQC#Q
zM`AJ-SA&3~+o-($G`Zs0E~9LO$^tZn9h+!!W^Dap@@Qxx=af16$@)vhB_)*0$khg*
z3KBxl+O*lP^G}|SVT74-g;e@IS3bs<8(Oo_MD>Q3Hg&1o+}sD_n;V}Qybgn7n!YQS
zlm@a0bpumbS%w5@X=!0|5vZ~}HM(8iOFAAGKt(i#bQ+7nAiO7&h2@}-0e}Un(X!u)
z%muUX)QRs{o@BrbzY7Gfu7I6)92%p1gZTzij|T%Vr*J>pKCM`kJUK`fcNEz{nM>f4
zjS6W<D%~m1*Uv~M39vS=2IuYWEbG`n%}A?%TA|}Nc_+3lBAxNg-paS`Lg7@NQ<_Je
z_KTc4RgQpyES?pZKD0d|7T;o;*tHxG|C$Y%sVzTflJu|F=(54eN@8WsSH@`iRxY16
zNVQ8@rH`j!^y|>=d1yI~--85ATdwubM*7wf-zQ8|vLXSsRLfprfW=UduB+6sy0EYe
z7e$G->Xu=;tYe&uS^|xCA}?=0wJ_({SKc}%Q)7GrKmv;~q{ZK18|vb_Z2Sxr==LH!
z>6gM1&d(Lit37VUjG*d@bJ6fm2p4r|$)<TUndxzV%&6Dxn=2fQNWk|FFs6pAsOKz)
zQ`w&YUq`Fc{*3^;+^iN@?3vsyCr8g)wUUh={$^s@-wuh6%grm%+0smcug85z{Md+q
zx5=AqgcZ>j;elWzH~dLfzm<Np#t3Deq#b4WdcUY?+CiO9!@uu%?U$I+MJtanzS`Om
zVwfYQmW?8Yk%XjTba8p$)PAm&UoVXi_zHDYMomT_8rntjQW@e|URJf#(f`QGbD1NC
zN^VtF1w}II85?M$(CUN@2nh>5Xrz*JItc3=6#f3AJN>>#AbdaWnv~vA3ZjS**KyNf
zbt`UWP=<2l&iuMMl+S>RzHm0XP2b^p$3@u}!SR&y)x}DmXvx1hQP^ZWOFG?TSl_49
z+ft8N@w0mRtGELwsO5J?@(EhoJhio1`XxlYyNF&+N=iy1B2dLhnM|%s&r!3ZO#bax
z9GhmBd#@=z_Ft!tL`R>Vw=+OSW8W+J&q5$0a|{6MbTH#^e6B45oEQ1SnO>)Om8SPg
z`6Eq?qOgHAi5rCSU1=R7#rbp1v_#D=gs8Pc3WQYnCInokJ$R?Bo10~QVvN~(zdxge
zdm5cY48i7FjSh?jg>RiSr<?(z+RyNp@l7;Q-RCr$X7IVB@qr?}IJ|LVeRf@o-XfG*
znxUIw=S1fFuhG4`_)7-qj*r3uoFOrUR_6PRGa=co?<G=CAevvc0$8$#U8A?<a`lml
z?#yuDz;>-=s<Ge@kl2wJT;S8a?8eR+#tg@LeV!+v5pUs9%8V<l25p#^a3(<><Sdb_
z$q8g@!lBah4R#fn9bi|{@z)9!r?Plcaa>=vX{?)1R@*LH4bGQqn&(r1sIH<(0>G$+
zx#ivB`Eq;uaK`pg>oydH*XDeI#xU_%+zf%c<BoqWSEIs|@3y!cp=!eBId4|!{LOxN
zUobO;7t1VTai{fVF|6vL!TObaQ0+y{k34HxVI)n*dQOq8#+oiG*P-PLi^I`x4Qfl}
zW!QS9NpU$oAj&8E+nNw!P#6-sKBwgw$zfIDf?SP_822}EfuRM~)4`!TjPr52R~Tbs
zWsc%e?%=1Wbs37Z{x6zf&YDrYXdC*J^wx}F)&1T0z*@Uij`k8689((tyEC>Lsan<e
zZsM?$anZP<$vA5|bh?~)rbhYQ;B~fKwX0G3nb2W<JitRIvg@SfnT8;u%hd4a70vI~
zth1#X$Ke%zq74e#-ifU#bU1`BxAyWorZRnX!EMAQ>JV}jW+*uurU808<A<nU&v$T+
zPp*($+uUE9Vc59&!g|oXPz_wRY27W^N2m!235kh`$;ikU7^=qXhO*pGOHBZx*C<)r
zc}|*r!)Zy|)!zFs)uiZW>hFU)puw|xOAjHzXiTMCy~}zn>O#QAYZ@NJLUpPa8Vuj5
zTSL>slwxW%sSj~s^pn|n2DaiLq{#YQ7&<=juNu~^vO|b6nBS^AYr$_CYQMX*5OCB#
z%Dx?w4~Yw|M%ersy58j03@G1;8z2lzn(4k@{B4?%tJ$e3lJq5`rdHWUuYx`Wkgx56
z?I_-lwaf&^t@`#q6L~iEG0U}Img8&FG{QK~zW&fd%112b3Yl%TOtds#uwg8q(k5!e
zE$kgJ_v^}bDyUGRdp!E?J;{*F>HGX^uq(r=ht1fuG5rp15qkxFp?PW8>*6fqh);rm
zAJfWV_kw|J>se$y#z!>EMNwjEOsF*r&vpKXH|K@do`RQf9uK%Mp^0Pf_+QjhWsJ#N
z-Iq-8K+(H%B1r=q6^Q-4V15MtqA$NER?X_VbiapBR>u*Vn`A8gYWdaVoOHeq9&qOS
zkv)o=Z}!Z|#RTg;NmuW5GM~yS_xgC@0XSp<3A!?gSVZ^QU<%{!>8kd>*w7t%o9{rY
z_jNeXcy}^1P_|UL+H6OHc$Pr#jtOGPo0hBOk@6W;Jy3zsrv{p-HdottJPlVmjNfK9
zq!Hkp^j8ssTq(WVwnA1K57AmeH9wb$b9FkGgtzl1h~RzEOuk9qkDXrOe~;;)#WYIL
zns7>W!QID$v#3g~HS5LI-ceS!gWBfwjS@8s_c>~Pt0nhprz~m9kROdUC~{J7GjEeY
zj9la9LDltK^(Y%mE5^w*s^dbFOrT$llaS*%Ce+g8YZIz1M+Gvmd|DFEdW=;*3}_7f
zERB}oMKM*ZEOmPnLTQ+a=zn+|jFpFePGYmOKWv(X=4VBB9_}m)x(sBwkYG#_Q9Rt7
z*@pS(9Qj5Fbv-*)g-E!361v#%-$dlfVOc_@$nyzLmcvuhv$peWw71`6?VQjwPOMsj
z-@zRWa!zyicQ&($AgFr0zE<lKx?7HjdY!WRB}qiJwT7$5Rz>^h3E0}&D*a@k&CJe@
zCUR`D-uP$dBuB}M0u(A|HeCQiitnli2!~L~`JPTK6vM*80ABv#vF*z9ey5A*)TZ;z
z`6ez~rCiO=@17x@&1S0=0mn=pTNC!z!*&zLET>-J4~1k;0WbtJh~eoQ<jDHJrW*|n
zOCv17@xE2B!sHN+DvO)B71kM&8i$mDjX%Y#s4zDatx5+T>J!hB)at^-H3`=~%<_TJ
zngoIZPeYSio|f`jkkNo{5}}{-Tev$K92lsm8*@LtGMvc7-S6N?$bnd1%927Z=jo~r
zc@>v6?hU@KDf8NUJ{_jz^ULzFrBleBo0J~q{*yRx|MEC=dpa{+hp^Pp8O+2-j^Yt4
z6W`wPJGMGc_%sv8$(Ooo?k2yonjBNJ9h|NGu3OPV2ZEv~&6L;fh=jE)*;ZrA^MR(|
zdwdkv+ZRwg4?UQx<fJRS^kZa<%M;Asv&(a1UjQpNx5Z&1*6)7bZrob#qB}>yPueUt
zIf3xMD+B>zpXYepOq98<Yuy)6-dT3dJ^O;V);S@@)`S`sU)S}`2F4$WNww}`2NVst
za@ms>`2O|~?I6nov9&*_Mu1ydiyNEDG2h9)HOKGEt**};L4WJ!oght{jznc8pc9(i
zZnvL((={K!btl_f0MqW{zY=gDRb>}j!`5A!^>J3S(P}`Dg$4y|!RNhmOhIy~5B5Q{
zC(~(1acKU41}{H##c$a;-y*yw6TDzXx1xX2Z-W)2vMzyF^ti*}gsZ*EBdx8fn1#2)
zf$S`6U<O>neFG)az>yzSQ8&0Ll!ML(*lNNNRy$h416ByuPsJU(T;-0U-fm7h2dD3&
z4{pp$W;U&1IrYW*H>GX-qA3nYi4e5#m7?wQ!NN?-cK5U}^{k>K$_p(!L$Z-^BH6T^
z9P_^!9)IInTKaSmg40t$syd~Z#4w*wNr>r$B^mK;vy7)3U0CY-nv6IMa<R=%j!wFv
zUPo9l;}lKmx5ziJc9{$Jj5h=tjlqQ_8+N@2AJXU=%Dz(W-9V}%B^9mzwI7$B5<|d4
zbs5291h<Yj_i}rt`T&nQL$<yD@wWvJd=~Z{g}FU{mlv$>x^Cz61hTWYPV$5Hn)cU2
ztS>hlbZc)PWq3!&yODcNbX9UTKPr?uyr|<$PfxSEv7(>cz(NnHULU;%hT6?dE;J_6
z6n0Xj-x05n$8njwkB7V9v$r>>pCD0BE|I*vd`->F$Ve#d&PL^iJRoxBtg&dC^Kj%Z
zn_4*nY<7W|IvlRo+h>(+*7GIuqwfaefWdVzj^_I#5Cy^GbUGgw7dJXO>IQe1-!_OH
z&;SScu^loz-mifKUm(#5n8ws%AdhC7hu44<nZ*jQ%{J#yuaKfDFX1xxlk(1C4MNqk
zvrcq(2}Od{Gz)$H0x*vLK%D=7V^|-K-@yGt2I`kli%wPLmHe{Gj#cHA&3Dk2Va9(q
ztJP8rVrGa3+i-$@Njs4XQx63L9ayU$(rfTbn*&3+db{kLZn1$T_#siQ?viNL;Oz`t
zbU1^UF@Ti~&X~JIbBA#$j`t%Al=V5SCT<BeLt;juwa-b+IP^J35v_ujy(nB2p`A-H
zjJ8mlJSy$ZxZ+C++@Yn=%Q&@P%U#pq#L=1YbE-T(m8d_jm0i!-7DoGf*ZB{EBEAMn
zr}OdgFOp1`X>nZkLbt3)qPp(lwx8+#9=dq;qmX$alV|7ImUrPYkFYR(-~Gux`+HY5
zc6L?-C$X&>{-{|L{IXEfIOnQ<5pcOU2^Cu1z_Bpqv40Nbj`G#p%8}a=Xy9RIn=L6#
ztf^1-iLvzly*18)cI2wlxoo3HOLt$HtYSCLxDH;5^8xl~K`>A2c#OGC@bw!m3U<^h
z_7T3_P3TA|)k!KA$I#g1SQ9!18orlOFny-%vHLDyu3Ef{(2--8s)xtrxCVlyLED27
zaDt3+y5^eJ?cq?rU9}wHCs|_woN#_LA8deZ77rG*573%*1FN8-0u?-!${Y;Y4|ERm
z@&r^@!zGadZV$XaS3m;FHXVfO0`LPsAl)(^KvZoG2f_UIqBn3uD(QbPIigS4Yg>NS
zbFX-^<^ILTwOyWOt^X}&x9_BF_=g+bjQS78C?xc0RwAL`(t-z~INUTftugZaKZdR$
zvG?C8@n00-@@Y1GtSvV<zfr58En(*z2(XLj6<GrI&eLv#);36Sj~ZGHwV&&B47G7-
z6{anHd1~ddnb*tEk0HsvzIk5N21{GF%JVIVyUInZtY+o?-4&D`3nx)hy<plj9bxk7
z>X0jpnukvdGFAEkg%t{<gpIt2w5p!;FvAXmqd#jdV!sz%g=HH_3v6Qr*4>Izz?oYd
zFmqJk5L>_{g)$$Nr{dTfTj|GQ%L^JbGP;PjL2|=lURKk+FErXxShq6no9Z@nYLC>m
zoADd9KU$4SeM<RU_TAsy%@LGJv^`Di%cJVs;1akUe8ggIVR&sK$eSQVox90Dj~qd`
zaPe-J#DCmI!402oCnsEBW*?&B9id}iV&R?!$=4^d|2g7C>xDH!*IJuka8$z;soU9}
zR3yjIZ}uzv(#cgF_!##Rq|ZtxX{K_62zv_$BPd<Lo@-Hz0QZ$=J2bapbqsq;sSl?K
zUq=BelY7;caRx)XWn9{k&}GBj{L-4z8;P2N=GO4;tAWj*3Jm#s@gq9(tLy6O5L>N4
z5pnUM!NJ{%v;`dnMMXf_2IQHjKL#$KFs?0T=SOk<@qg8Gn9WrjlF{ZO0O%jj<voM_
zXH?nluYna7P4R#%!+Dgd_`5|dkoA0?emg_;(78rM5g(d}!x_(y1BvHxUb7r?X6|?{
z!OK+-n7;(P9Lb`A(1{|<)r2rs#tF0H%%J2%z<=_+(-(%QPq?g>FTl~Vq}gfCQmSE6
z?gl?vb!cu&WHHe<i!@QUc9x;ozd7pRVLunw<IbVw&bvWc7uIY)No9$5tRJ{QYQTgD
zX(HDSEOT{pAi6FtVzaXLR|<2kd|fj(x-KV&A4OTi8W^h$OBJG2nI63xw9jN}v&^K-
zTgY2;Q^r|g5j~pPxLodc(-vGHZ|B9F)RN8JkKw#1J}=!m`uQ^YI9tq#%0KS@*fDPh
zhl2m-C$4s!<5EIBFb{N^dCpcd+9hw{dF>2`{9Ovp<RmSB8_3;w4aQ&Mu2+2W{f+wD
zp8MGt&6UDv8+(<8DM}f7$9!?m`3~-Dt&=c}mCFsh>urr<ee>nl#)Ba#cz(lmYdw*P
zA_~%0x8}SvF*`c8S;|Uuv%a!%UPF2!NlR{<G1zUPrL@)^D<Z4HMX|2P8P;F*>z1@G
zl#5G}OBG;5v|c5S8^3og=aVAM;<9us`7}-<H#IeU9V}cJ<!bKg(&3>W1uTXzHz<eL
zAG-bqAl7e@oPd7h;exZtrDD*lA!yAHi!wP6OBMv(egZ=wAlr2upbLzu;2;nlU_}z~
z?~jxOk=FPdaoW3k0NN<CZtPZhGs^nwxsEm*ij+`{R!CI57%h}b&(MO@_LwXuX1N6$
zkvi!K+oMD7hviPa136bYk~(xnDwg*or5NUf<Zowhj2M+U_!nfmJO%Npk<zb`^;U=O
zE5=sceMB5|mmG)wbDDOBsvMt7&T!s!6Uhh*EH|{v8`h6O2FA(+tOlYz5k{PIm?rHv
z+N)!_g);A?cPmJ>gA5W_%p_-idHb3a6zd%Hf762V>AToZ<GAy`M8RJ%)4rGYAe$h<
z@;|%}TOWyJ*{awE&%LkVUFl8_@ZWvQj&SZQb?XdO_hu~JWE`RG+QmaT!7BH~D0a^3
zyu8f1yu2JGsmJlv@XrAZ9lMIQ6)em8IK+!fX&p|!yi`spF}w=Wmh*$8<&V8QqAE@`
zY}L5&C=*8@b<Y48X<NDOKg`arTVY7v?I^)^9W4#!4SJrqs#WxZD?%Zmi%;|<Z6Uo0
zv)HG$MkT*%)mDRephg}8ijuFh7PHOn9rX3f%PVA!$sR40Jl(B?ul&zDYPnB!wA?R*
z^N~vsfAc<vYBOUI>NtGV-t&v}AFUL%fp4+mn~`R<Sy0#+-^tIP!YJDl_JT98pY3}h
z>1bbr_$ZwF>t61fZl*Ek^eIZ55!n;cL)lR{_EAg&T%9(moAt^n6r5Y<8~o}QzJ})|
z(x=(!<B@!Is+?4jC9N+))d+__Eri1JkX{<q(NG@Daxi1<635{>O+CA#Haf7LSWuHT
zVAB5Xk-n&8uuU2<AxTr`O_kCR+t7YTvsevN*mp6Pyj(;->3+ezE`HSco_Z1Zx&QO8
z%Vq!Pn7ch_L?ru3f;jcAI40R9H|tK;k}VA$zrOx%h)JBaHwpuRo&S|o^Ltjmpv#~Z
z2h)9q1w{Ls7P|Z3cFtuoL<ZOQ<9$%zdIiT>V`H1VDTwC|LEvD1JVWuNi5ryJvTOX2
zW6ppt-zRN?f^&_VuaB7xA)L1A*f6`q@Ctgy!vj+M`_v2x$2v15VEd2BGh7TaDm27M
zH@|uFGiqo;8b3d{2)D*^4<3FXuckw@*$VFnV&gW;?KoaW{}==D9jB5?EOENhXRKuN
zXra?~uV~CEt%kzp@+A-of*=0!AgX8kwP+P6zBTm+HW^(Au-RyY2Nw6nAs&fA56FBe
z><6ElYVqmEurz!4&Jr2yO;jw5eFG8?E2378@S$spMN2phNo}XeKw>Ws6si;pi%JqK
z4oW>u=Q~$3#lx|O7dqK^G|MYzmnh4e+R4pzCXRi7epiA+4l}F2MT{)0XUhO2Jwg~{
zv~dqA5G~4*-W8Vh5@qEMW1>cMmq1jDX+=YM2a^K{)Iy7L^KEzZJsVpR5IEcfzGvP+
zDCL2+1m|3@8^Y!x-t$}c4&!eaTbo{wGZ-+IF-Ib!F=TWU%B@81PiWC(2~Yzgpr&F7
zYWj&(bw7PdBZtpvbR&D`gy%)sy=s@<nCC-XgzDeqhh86M3a>cUoxX9C&Aw{Vqf{6B
zEN_~p(wCL!sVRJZ3WxLZa&hC)kE2|LmBEC49=Qy+t@?7Gj##@ViyuuLF`hJQ`vsch
zWYJ*T6r_<UXfAVejO;x4P8<2iefUxBtz=Ed7DEGD&!nkmbbk*`;(}x)I^BeBLyo?2
z>#0SN!886+<r~MaTOcv_C^0(IJHT*wAc<9t4sDTy4QoF{#vTh1F4up52RZB!4&G)K
zsc=xsPLFQ%8x9K7WE^eOn*&%g_oURS2T6evfsW8a^y+W2lPgI8;*Hd)h4GnaCV6^N
zMZudmuM)M8o*T-7!l8s>3Wd&|{|95`(v7|g(PGU%^{gV%f&6{+oWGtoS37%{h*Gt1
zCZa;BXI{7b!--GDdRfCF9}(CrNwi~`HCj9yoacow%U$~V+U*%F_4?un8h4Ts>MC_h
z=^_|(B!1&f=;3GC3!Bz<70a4D8Bz!f6N0L7?xSA$o*n*!q8nCQhE|vjq{N1N7T`Li
z7wPuRs(a2hljJyS=eh~pv2^;w6%n%MAXB@04n7Ower|8%p-qj~Y^qRjEe_r@q9IaN
z;uQssLqzf$d)FdXbXtDA8l+{FM-v0-VYDHAH0?Q28#Ro^4cH~k_4R1C190MN+gq=i
zW+ly#Gd1WYMkTIOCX4t}R1U*&Akob8DnIv=6Mc#q4&+mm>%V>0+=3`inO1n!&Zhgu
z3Zy6d9x7b8PkI~7I1fZh45mhA_PxJmJdE$>baBltKMcl=*RE6}892cw)*xwvD$QPp
z2TeKYqc?UP_fQMhmDODY%jjh{mE6YSj@m8C$NML4>M#c5u^!dR!95txWeLcshcok%
zlWarCO54nPaLdy~Hkqy_#`6yBCpGczI9SXXX6e*xdF-P;G#|PRoI1y;E^eR|Ox1#^
zkWV0TBw3f2M&px|*bnrD{^1w*A=gP1qABmEeJfG*uGiNfBs9Q+qMB0|v3C<Z`4f{b
z(^CmfZG4F54UmO{qMB><l#2<#IE0>W3CA`eXGbDS`Cp$2+k-%r@d~0&g?<C22DZwN
z?Ts>~jA@$WlVXZ!e!OZKc2IzkpauOBds(_yp-PA`$7Q<|YM&{i+9lprY<fErO4q+2
z?)29=2}8LehWXu0d^+ukTcgjiGz~I(0VQBJL^i(8)MbH35Ya5M-r;~sm9Pc=DPpxP
zbHk>Eu=P(}W%O|&dcBmswtFT9vQ4H@mH7*7heV!rCcU;vi9;Rx95&oC1#{&B)q+mK
z(XLhWf=Py?qqUGjud|=TVJjbX&YMQqoE2IF&wf=9QY*mrKtB2@ID}c}perC8$ZI)b
zqA&P~X9lF!naB|;jZ22a5Gjp!PW-OP-Ng_YQprdJez#LK?3OogG4Tcu#aB4G?N2lQ
z@~R5suo02ivWOpIsGiVZ7$s<tA4Bzf^Px%dH%p5ZxFgm3vION?6zaxR{U<2+EK3dN
z9j*Nb6S`iD^Y+AO@#P7Z*slVOX*p%J!Co?0FC#}<ep_wHOoBFCg^-e2Q-ucV9K>9D
z<GB$>b@!@YYDSt4;H3{xlGTf;-V4W?*3!;%v8x$o6bjZ_d8J8)T*Au2+EX8^+)G=W
zKglX|z8)=)hOJ3%Yqjd&%ySz1^rH2g9PbpqQL8X@AWwOug%x++6p0RK*sVeVEkOS{
zIvzvA9*~l<bq=#!*v=63KCY#69)1Y$>KoQZ*x2(OnvYuyPAHs5$}VG^ceBJ=^tHlg
zWNTH(A{L2?f&F`eiy@kkXdVXA+G`sG#j}6E!M)ez(s<uV3lG%(hA{xGYt)7VGb|f7
z&n`)M^Mx0cQZ=E3V?1lr+lfIp0IQG#YxkzpML_>@=rV8=?PAJ7qc9MiF~07Q>c3Zj
zpL+onp}7ND?c**(@|6Twa^Q3T2^M+Wjey=H8De!KhDFUc-BhX)&)<luCWnUcd7hmW
zeA^>j0h(?*2N52oDJ>-}90Bp~i4p<mNH(SQ-Gt>uCQCMSgKTHgO_raT=?s3m3*%f<
z4BGh4kBRN+;T)YV*NhYto4VtxpiFKV>@G6N0YK8R?xYx*1*snJOw<17KP?hA4y?6R
zDV1kGm_rF(lp;WZYcxSr(}<~Na2kkuube&>mcf~nPcmROSu&lim<dUrVf;4BjP(Vc
z?q4+jBqCv&87ONSK@<7<<O{WUjV@4%HQ+>`<wL2A2p}eyb8k!)IP3+UiJ?124fH{2
z>ib{v$jN1a&*9(W*9vf1z|O4@v<z=*a#I?Yjjp(qo$asJhfzD$lxvJq&Qi~$?y?8J
zyK;;l@a#2>NPn2EL)T?4GW++veNp^pZ$fY4AZu)Ze+mvm_(m|kwn4-o^)t|f_6SdK
zwM@6T<JxQ$PPee*+3m2tuo<LQ7v|re-~dD#a1-MCzn=mlm6w(IWM#?m(3eeY)lR;y
z{u)~O3zuCn=JiFg7{yk2{sl;86$r=69lY4>_?Sz4WCE`@sm2yfwGO4lZfeFLRPk|9
zed)-0uw6~rmZiO(KZ}g@Perh0qPXW%?kcynTVxvM1!AGCrej0-4NAm}mT>}!)?S6C
zEt`gn4GW};6@=wwh7~OG2FHb`KP3~z*elZHvz%ZttLJjPj>S30{^kYX8omT2CCcuh
zsy5ih_`{xme37tPsds%^_40rgnJ83d9F34nr0mFf9cT^19#y2MYZ84G`ZGF;-MaOl
z>Q#Bly@6?;fb!7tm?u?u8<o=0)Rg;Lzvx<E_>RsFF*wMq84eDt^JzIdiw@pK*S6*r
zeFk~CdgAYGsFOPzUL7}67+!OzjV){TVaeQC)`N;Sd?3o<Pcz;|fI-F~97@JMzKS+c
zxp7hD^c#Z(x!o;$t!^NjV41OC71Ipz*IA1%QV;w0toBBKKy)v@ifW#t759up$xhbW
z#HIvJr!}O_;J%^QEH6t*n=i6jh^f5UhMDJ_GH4X57&^z83#Xb2p74pLFd52aZpyu`
z-k8G+ktPT0RnyB<+*-oaJyOYhNG;97E1WCDnJW_TYV2UoIZAg=c9T7d<~jX!j4`ju
zj89iEC3!GQ3<f+`0sZ{|R+sp7Z8x&E#PuE0<2dZ;!urJV%p$P~dybMcCtI<6cSqN@
zye&PvxQn4|Z2;(a{(jX|e!}lizasam--AO!;B^V6jA>zXLoV#_>&BaHNTw#@y9X$M
zky$b?uI?18B?Qo7l+)y#<<CNggn@(~z$QQx($sg#vk%n<FD(^6hzVOb-pQ*{w=QCx
zj;GJyC6p|p8UJu>Bd*6vJ)fg$?M-8jg+D@xR}E{%#!Z(0@uO7Yn-5dQnyZJ?QW^XK
zFW7Igj)Y@9Gf5HmR&s>ovNLl1nO=&Hj68a_)TT2v5*>R*gqdIon}wwD3hUVuCmS{`
zQ-2}TjbcLKlOiVIWaIsZBn*JoDjP2oqO*HiSZ%nV&$R}T5+c>kvO*S0c{y;qwYIvw
zLbkMc48mv2ahQ0h#1_t)<s;<>1voDc`V+{Eldym>jR?^d(tx0EQx|J}g?7$^IS*tu
zDeu>0)vc2%Q)c2;;fzmoaOGc<QE9A2U%rswlVk{kLyPnYOH(nArgY{)>DLGq4X_&I
zTGdw;j-n2j1C>x~w0C2usx(P6_EDFmngFNMCX=^GqAS*_fu$@vOFRI1rynh?ro49Y
za5`W;U1D%6JV75x_--Dv#WdphxtQ%O>o-g#G27FZA>?rp`@72iONmPz<_?D{T!wpC
zf_Z&^eebRt>!5tYfMGas2F;HT<%6f|C>@&?D`tg$U`68-Cs7IyRG{c<w#$3S-Hao=
zmM*bfQ4}piN(uO*ZpYq?_pS$11HCOqyjqDLqb{82tGYGrNt}cQH|66qeIj72_t5uA
zW92{enM`QGYnG?mW>3xobG{>W%RoKSR6vQRe~FQ{VP(yQ7R<4iYC7>PoHf4{G*I8(
z$3^L%txh-)07g=a988qC3*`rjcCISV2Ca@isjv4%OVg4tlQ79#N>u>|WxcL66MoPj
zh4<mJ@?*oI4`}_GW8(S<rRIL7M%*7EIfeyuAfu~$khf3cay=Ch;<z`h#kjMTRF&i=
zAZo}ARAh{Mw5)71DqQn|N4`j&FqCh&U|a|u`VbG{OS5}ie%6-Ke<Rs*Bk@E<02iq*
zP@#lHhZs}ABrH5|c)2P9bN#L`)ye9Xm|jiRII)tzf0eu*=A^$*)xP6O$YmCvmQwe_
z8JY~lNv<^y88@Q5QF+?|i6`l4BPNT-aBM(C&|Mc%Iow-;>J`y6Gf~WrOjT7!z2SQt
z@jmXsML_u1TCj15l(9ewR`mm=5R`8Z_SU5tc~-id1!p7b>UyMeXTIhd@-<N^A&kCE
zwu$!zjxjoSY2<E`THwY~fk@X?zK6>V>$@beMJtJer<kYDWS1}jc}~SIAtgflBnAOY
zAe*z(iw;SN=^w;`4w{q7HG?W<{8Ad!r&?4Uu@k3|nM`Gdc-k?Vzxbu#0D`noB5NQn
zy%FDJpIFKSgDzjIBj=CG<XuB7%Gx<mfk_F_OjH)I;J*m09IMB_Ema6p>7XQ30~_~7
zoQgi9sgDkm^MyRsA}=IU{k)sQR~ColAGvY9P&g^1ZTen|>05yruGS(~J?)0UT-_)o
zKPaK0XsV*xuNPw`H|nxJbsuSige0$u@AK$%9H_xHjXNH-O_%P7zeMGjR?<t(+)Mc$
zd0Q_e)r%WL;d@EGUoad_z645O5F?#AnN8l4DXCd-^iY^j7XA9EGlW?+p5DZIxGE0D
z{qWP{@Kdc^3tE@TBYgvwtV9_=`V6X?+3%Y-QyJdbO%8)Hb~}9a>%#X${FFtMbTVH?
zReLDzLz}lTf=b*5Qdp#lSrV9;e(~V2p2v36^UhIt>7_S-nz00K76K^!@AW?up)Tzh
z(<ce{CR-%I8N@~g%);m9*el1-CyGu)2P&1aUiyN1!E<|J?WXB1SzN;$zdJ-*%teaC
zY4)k8KmJ6%I5gRR&X|=TwVWiG3t1N&H#!dkl`s;Pw3LY0%J?UcSk%@QO%ujVn6AF`
za_EN>EBfhmeQY+&Q@a_dXXO+L@uR~fcG&&_#x8>4*(GQd3d%ike-N-3d@e5!FYuD%
zv`Km3-B0+?bJAM)011^UX7YS7hM!m?vD=n*pPs4uS*MjvLISo~c!{lvihput79RlS
zHA?!~3h-JCGHFvb;=bH@OMQDN4-eOzA810OeMVQf4U@P>3?KIT@TmMj?H>pt+O2f@
ziYA6$La&kZ^jLX~kJ;ATN*bLCDr17quwW+P%Yp`askucIwjO8X=FkX<yM|Lmdm`Hb
zZb=|VUF6g<r@CxxHJbGtnjYNd(-vQS(S$y-J%7Tk)`qSR!t5e7Y=$W}5;26aKfXCm
zoS1}>>|kLf=|GdOXGjd|JdPihbV#?1<uHO5!u#N-P#~VgiLPLZFt<1|G^&E47`)O&
zy1|{uB?8|}WHX5fK^A81_?L{SMZqGJGf-!aa`NqW^DiXP3@4{S3;wvDvn9g6eYEVq
z*x&zJc!!1!QH#*F12?oh4~urx;pKP;4lA3pZ|K@x4#V~t5TEwyR(jZ$5FiKQ%8oFr
zLcZPV$!(PhziAV!AFcM^I5^O-3qiIbuE(eMpnoa;Ta+M1O6Vxx!g#j8umSE5&IFr_
z2@Ua{Bg`3oL~AbQ7(rioSt{F=tV+cZfFLYbdK~W;|9<Oa`pzV|zu{Lxus}Wyme9M_
zj$5Vnh2uv=Z4;4fVqHdMH+&zsn}H12G<)5>i3G=6;S}$0p=l`LVFljDlB#ftE)<;k
z_ZRLsYmc6R4Vueap98x0L`&4q2lriV#exu~%_{@Mnx8D22Mb#D3Vy__td_5}y^uaR
z%FZq>vTg;$RrcT%3T~ycGfcVq1GBfU!W_B_(xd2i8uxj>eGoS%X>^EMRdiyNluXd+
zCacyl9PNEnw|s#ev7}TkT5LqG$7w)zs-@h)IxqQSuu@-{yc2d?DtY8Optjms<+gYS
z`zjX23H8@5j%U&Dh1B#pijOsBN}gr|S=zL3!#NyIXn(G=R+H$Z7}Uk=l;Y@xPq4iY
zzY1`@ga*FUv6&>(#@6;%^usC>XEtaN>MkUe<2KXuq8V5Q)ai+z$Gq9{#otPBdeT&d
zxuy${hxG?!lp3Beg$h2=xVsu93yJIfQm&Diomx+Mt<qO@X*vdc@vHWciFCz7h2djm
zbu`0~$kR+l>v{BXqYr|CLoF@M#y{ViDsC~6xeF6$r)V_j>#mK%7HYJdTI=SyA+28W
z$+i|B@6#^fFjQf=UeUBn-QT`^hjP1{U>6+tmy8XnXNfukh_4WV?Omt_v_7!`hw24J
ztIdV7%>tas`+0iWkT7gRZg9B8`9pMm=@<<%S(bx!8hwVr&u7~t-|s&T2FF!9Z6A>C
zrN&%}^eG`lKncOQGfq!Wvu^I&z~Tk=evT`0T6pO!1dT6sj(A;&ua!SkV+6tK-^0Zz
ze^0h*sGci-*oWuBQ2L0|q=M?u!nY3$kuFy&iAyiyYY9tGuB-4=Tnx{4dxnC-cS4yS
zD|-Y$xo)n!oUkQS9Q$Irnu$-kzl)g7(D_gsFhp>-6DvVZ0gXpJAj+Gj<Ey?{VvjVs
ziZND?DzIQ)cbFIOydK{(Vs1?nFEYF8ia%mLPLl!V9$lvFM6Y>dps(*-7h+QPh5RUT
zAa0>N@)~MC)T_4JQ<U{So%i9bJh@AMIHv1(DklE5`T4bg|D&?PzRVu=NKYuxoT&x=
z;4~vrjlih$uc*vHT6;_SMbc~t7|GG7Q!jHJTWEigXZpvXe*KgFUaq#767;TpNG+4@
z%j)AGQj5*isMn28*5ALNcx^}HsM$M`p?{>)%9v}|yFrTd@rw6<>SnymCY!$9ZT+RG
zA2Oo1rXSfmy2+zx+c#-t$TprVIO`fD3_CrTSOx1d_(@OCI=Xn6Y?EW%QpYZdp!;60
zw;7ev^W@&#Ou^4mXZx76o>!=aGoNaGfTGZ=PWNq!>d%6^o-$#rcH-Nts%bjh<_pEa
zUzB|Uj~%*u)l0`B=gI=am%7;T=oQ6Iuq>;(CgBs1@2n#}XH9^Bv;F<OW$^a!FZD$K
zf#`x58<t@EJ38lFi|0f@WJ3v~7pB)OzDohy?E(NDdD@gbOB^luEBbJw5B2kS?^xMA
z=h&88Es0$c6{SiigCMC-Lo$&0K~gk(xVi-gwRyY^M7a~0{B_2+N~286O8?=e_9F+V
zp!)bwe9F;3rGnRLp>I}1(j$Kv5$*nQIF=pkc#iD#kTP$w^)$vYxUsZENBGtK2M#~M
zbZ-#RS>hEKtV~Fkv*+vbAKwH^7aM{p-|B0f<l?>(bR3Zy9w$4wqb%ejt&v1<X+M^d
z96+M^FmW2=`bN_Txi+i&UWKHzUMhY{QunT~*7oM=8W0fR)Wz}-0XHu9_d~VuL8gvs
zIlpWVT<a;$QJm_d#I{d@F=Ae#*t#<okfA{0=V#k0xPQjU0-3A}OJ2eFi@o>;tI8fd
z&v+1vxenp#;r8Z1UNE5jQawJ8YISXXnyr5CFmLn;8zQ^o=<+GBn)SDzCn8l)F^0ot
z@iim)FQ)yeK+gQ!*bvP^5|6jw^9iQGtzTuz4dgAFQ7KbnFpkml_c|`?X9rNMi&%eg
zffySl`+nc_+O2m%a%PqCG1rIm90Qri7ISzxyqJZajiosnLc#*Ys(RohH}=gi^!?S?
zMxyo1XlwitpRdz0w}XBlZGf8+3}<8gWli1)ZemtZG8aLruXUx$3wd*oX{!6Hiw#3|
zKMQRQ$z;ps!a|}o7>WEH(;_tg9c*;Tx2bNu#+-HoRP_oJ|6d6m$~dzWomcTrj<?4r
zrF(}hLxs=9cmOFxVts6irO2Z+`CV|7x+;q6iK{E2y+1wMNUgvQZQ5wQZ##q$v9~~*
zuLh9wiHYj+aovFC?xuu`9ZYS|n{VEl({_BsJGA@vwZHp&>MQ2cw=kbYUj5prFW$_R
zY-h5)d%6o96BuF04^mH$BcKGlgpO6)lv6nZQ`aRqa|{w5m!FOe4^xt8!yZv{NM+e;
zeq|B=+D*TF!PB&(N(=i8iE`To1CC4irs?~)y7q5$nu>C_b*dWN`2UZ+cj~S*>e@eJ
z+qNpUSz*PtZB}gCwo$Pvwr$(4Bs+F`KTp4J|N9H{S&w<J$Jj^rzW2ghbIt2_S$Aaz
z|I*w<3Pq;n4ro8u%1jB*hA7}JW&RkLX6n<@kQE>$;6_=242BHP^TIz|Xoe;BfC_)3
zDtQ+lc_UutcpFG8)SCr30v_U`X8iy{8M*g8_<Ik(#vb6}5wD#kj)q$yU9X4F10hGv
z<lleEh8lcsY>x_&l#{;<xk64C)x_ch*sTtrb~Rp}Zg7)@00{8`p8TR@%sYm)24}Fo
z+;CXtU0-rLI=!Q@84!EodT#F51A2Rz4#sH~s>UZNz~U<UjrZX6_9h<>_Fc@C&;V0a
z@a_HFJ1DijUC1NR(f<B^cESld5x(<`8cy3=DMo_YRDHOZiL8l?dWhR~jSW7BqlZ)-
z-Ja%6!q^h*jYz$s?#bn@Q&e`e_t>vbV@90eEdklAPqfA^@E}kgSvRwk{W&$XGHI4o
zLFq71NIjFV*g!P!c%kIFDSZf&3bm1=_=K(mBU20s@*~`>M_oT-!TDdn#4<8AoCH8v
zr~E5_>?NW{LlU8FhDk7)s?Ef7VgI*MEiGl`gGMB4ejkMUh4Bbv3fk7=)fv1bupc1I
zLMp}Gi_=)a|99<~c{vkOGvVpUF`?&5LYoZ{Wvsh#9R0M*CA=!^i&!pWDt}L_g=2)I
zrR}Yg#mV$HrS%#3My+P^oLSXRFWnGZQ7_$sYviIralQCF+*sZYUDim!Zz@*6v?Vsj
zZP;xS)MBBaR%i~IYrj-OM8y^g-x(1agqxti(?z&(SPbm-TyC9Fxj_UNkKI9dp#alU
zr0m@jEDZN`%o%C1-MxSKKfMpIu4GmZITSuy+cn&DPY<ubDOO#yMU3Og0mX)ff{MXW
z35~5Nr54ES6WL(^CccN2+4huNpH!a~n6yS0Z?A`zN4^m$p}bLtui~f*+BMU-hC^De
z3R>FpArdWf;Gh9m(PmCNC?B*@Q%8sK&hV^uJR~G|VKX)M@yt8NXM6m|!Qu;E;K)tQ
zE;9;)?t`ReZ&iedP|o*`kQF+Rff#+iC;mDI4ZrhM<v3GE5p28Pu}1ogK62YfPM?%%
z43=39%HoTAmf<*Q%Ec8A%yCUf5+Aol^%Ge@l&8$xTf8l>yRx2Fh;w8RKGa{ngkW1`
zDG0pJw~xZ?=eYiYNRP%swbY3acD{>I83VbjZPB*vzdsi@3qz)|o@)Np2>qPJn~3cB
zp{1oFIBW32=LTt9gNkyMzbZawzjM+?iY)!(bQ`4mRKsrgCpfvOtP$yQS5)kjR`6NL
zSrzew&I5HB45Y(%pclIO15E5n6KZHwDrVr@a<xeNKf?TBc8QmKQqiv~xeTuG-vZex
zta+MZp^H@Co79}*N0FkDuf4}po5tR!@f9w0g(+>9qsP;maq8=Qob!BSjQ6kKh7ij2
zXBs1@fw-dyAX}I&5o8S$5`2i}7MT6}o8(L;+Bq^)d-MNxHX_wI{pV{l3ZIpVS`8d0
z2Gw3~z6t#|DS9OI{1o;(JLk_9g00ZMV%3F8Ton59cv7uQPK`pY&d-T>9Jw*a{5~bc
zP+f+%f7?t9rXs}sROkdzsjQH(pU&%y^jnI>oc@kcyQ3iur^fE+>}0i{$XANZYroCy
zUCi^_q^1vw64z%>%BWuLH4`9#l7wtxj#`@v4H1!d992=Yx9I&a*yF$177C8L3=|YH
zc~e+h2$&Gj^Y(6Uw~&1iww0n?Rr2iePcT}zg^gfrvW)y{$JJ|SpsOAJPX!x=P{&<;
zs%5dmxMEFHk>Cr&1;&O3S(j>Cwc1Lfr?LPzMt`o{9%#`sMdaeN*$KwyP&y8Uh8`^0
z^3~9dEC|m&6_EmG>Mrdn<ZoWYrvPi=>FRM}@6ZsaA+tLu0v8yTpxjRK^PSbb(g=7-
z5L)TiA05Ulu{1jQuP5;yeuIvxC}(HMbNnWNOH7=Zi~V(09(&i7hhv<-Be5QNWCe0l
zzuEG?*XU?4+Cp8Vzz?vP%^cp)W-}mmV}iOMJ3Ut8Cs@4Zx<iyKi@SzVg1ByQJYLr0
z#F?^Qk8}>25hqVWd(FG<dQ(Psi}Dnmj@C7l;G$DcyC1U?*syw!Z9W%lnW?YBy%xFF
zPq6dz_*`6eHu+v@4L@%D$rO4))R>pUY(E#_eTtJzvGCo%RIp9Zas>WS?`D`Hn{OJq
z*Z3$J>dVX+zel+rpUWK7d2;{jPYQDXHpTd1-Vpr-$NTxSGV#Na$26{&@1dawkXhlw
z0yX33@~i*K?niMsTSNo_GeMACmj#~r2kI#@Q${bF`-btKC!NjYYmZ2RIaL#dB8%~H
z3JzOp=1~S6{EW?hI*OQe&!VXOHx;ZAgyAA3i(eBdPEEMR_2JaROwfy%7WQL0&ENvP
zFP~>?gqXF=|6X2`zFD@#Vra(4J-=?|E8O(-l166Y&gkZdI9>#g21!K@SXVp~QCZwU
z2y_iY2z-ZoDFE9lO7rAJF@J=LkC1QNgL6Cp4BTjilE#eR8YAcq;Qu1<=AG0n%k$>A
zKjInK-Lw0O74GjICUYJVJ)EmF^F1a*hLn<xoMWa+U3NeDp2D1J8SR}`h2$xw3#l$T
z?4obJ68NXfN2hH&wWX#sfTc!!U}oWJqvFzx9M$H07+l1#Bb6QD*d-Az(019FPEEpH
zLiOu>@v_kgy@_KSsRrVRWnwOj+G-ifM^Shf)C%&BcV|BsY>5<+S6LsWkLZs=PcEOo
z%}I$uy*eTdKchF}6Pt{YkgYwSZTNSW<yfqiZL;9q9TE(03zzLLaFI&{pSRSS$5~#u
zDiDw#r?JEV`nK_rN2GD#?0d9s7!s(AMRfWvbgD5T4tq+}@bs9``4Fh8uiCcE^@5@M
z=+|Dj2T|Qu`s^Vz=Dy0dYsePePvDxv(XN$I#jso0VtUSeX$>t0`S)`XjRy5>MXhI1
ziz73E{Z}JGY-#UiEu(9}VI~`aq*VsWZdZHI#<gwv<7NeVTg&l~1TJ_~h*pQ##-IoL
z#CRUE8tj>EP66Qaa|<B_#q#%ePtzVJq9<kJG{I74$I;gqDi#mp>veueQIfh|HfMjZ
z51iy}Yq|xLiEGCUUL;50i94a8ATaYX!gY9t)EYxNM26X!tG`|U34QTBT}W2Ad_=&4
z&^8^JRxABQwRXLCM7;V9r5dBhLam$zF~Mp4>i{41(Be`ytTBO$!wAl3xT6n!7J|D0
zU4jSUxky>ws|4*nGQy>9Sa^VoF<2R_^WmqF3}g~<{^06a&*0qLK|X)$8FdBs-9o40
zchFW5z6A!eJt=t6)*t6Y?vXLY1_Ws42AE5~M3{eno)rb7i(zFOt2jq@9|-=TrF*IM
zMkI2YRGfaJvt8gm9A#L)TM)-8g&*<1qRaL>#Z8BX%dxJ4%bEKG+UMI3>`E=oy^DJ5
z^^;6eb0>L?=slZWgN5<P96Jw`tXt*mxDDL7aH{HJN2tXBFN}{yR&p^rfQcj!=Fu+1
zu<VBVT3s0sWxnF|5H7oXYWD{WoHYM)d@ILWih`ulP<;5o>ZB?^5>nhNFAKa>ped3v
zhT9FKf;S(@`&OP{*?8sXo7qM-!!1v<xzPwG!Rv+{?Y4!`zMpn&dNdqTq+SdX^+!<X
zvZ1!+92=STLzRQi4Hg<vf<J%LzoAoxxcL)1d4l6POr{S)|6w9OL8Ed#2p_nm{wTAG
z+|_~csqO=eHW=pU&MQWgEJ`9D6&GK$1@ZMsGp!ChSF)9{9i_;#<X4a3vLXF@=2-F7
zC|m~BG=4X%`tZ0cjc?(<2If8Pniv|~h(m{<Zcs!@PI;(+f<^_8W^dDGciBd7)t?t@
znM+%Qj5lk!fgs6~A^pOgJUT%NJjiq68uZC`mW`E7G|4g=^AOFA2}B&E#NS(S`vQ!x
z^{yaHi$rL&^4|L<vfN-B?wFe5F8W;<D*H#?(G?bA-}vxCU(km-QyESY>3rUN4i6;6
z09@8rHW0yPQDiSr<dGa28l(h`>OmX{WZr}@GD^Vfh$B_o^YK|!p|LG#qy7s7Hu2c#
zBGZu2kNk7LwKHpYxBwoTnUf_+aSehMcbd2#A%7hoSR6VzHEwV35ctdr@OihYi*LQc
zQ7oCfY5OWNv!oDDZ4uAiIKQlin4o*6+vRT&mH)CFe<_m<t3&Lfn%N9O?M%gpvlPY2
zJx<=BE!-#dO%>}32#9IuHn6y_XqzeSk6y{>yh538Qf`0ZS$k55-h`Mo4>t214fQk!
z{qW|2_n*xAVk>Q3w*pG&@JWm#fp^y(N-d?@tvo;ER2rsQ*g6h4|L7|sFLqa{x9#3l
z2L`Gbe36+glv^?RC32pd+)AWG#kDiM<;4tCMtWwMh6h6!Vv3YW148yN3HC8jW0_bD
zF>_0V^)i`pkQ{s$?z?@uny7ptN*RX^P;sy{9c=}_XolA5tJrK?>t+gm4;zc@{|n##
zGd2FxZtNY>v#EZAnzvu5JQ;ZJgdp7=Ecyx883i$+0lzf8li_&pVyL;5Y66G-6=sj(
z0$=6@i&;FNrWz9rlm8oErONRs)#G$>gMJ0r{Jiw9yaK1w*ryDrM+UPthDu;Lo?IF=
z2XY#sEu?TN51Yej;RV+SH*8Q)ATgsGn>F>h2Ay$;yu*eKHKx>JYteK~<%w-GS&nUd
zI!n9nC~w}Hc3+U}T%MLnRRbQT6d+*CaF2^H*Tf-m*Pu(L3?+y<jNh~H4r*}?M^Zzw
zv+-A&G|en}UVYtO;jW6vXL^F(q9@*Jb{F+umL`SPdba^>E$9Xo6$KU!qjgLR5!e3c
zuJT>3Xs&S`*3FtbSf4Rd4UByTEYeGOv$h*vA~n<fZ6jQiqtr_DnUIQ3H|lq6Vt8Ah
zKaUasYy1+7r~*u>A51;D?hqaogI&0G%=d6CB-E52nE;#)<JS6~LFdzf<_U&dp9+s=
zlCuQwyWLmv>Q&04zG|*xHaT6os=y{q#W^z^Hc8|zP!M@vQ_gfy`>m1<HT>i+4!s#X
z?k>Z5p|>np!ILH6`OG+XV7g@Q->#@U;okLr65yjeK}eN&VV}J|^EDfRtFheY5HmU8
zH1=qI7$~n`f{*TcR@fqBVtvO3zY2Qo#8EU&pG<Y*{%Az<BYYstkhf?vx{9(vZ7e)U
zI{+?s@#4er$X&~dfd1Y{LM=*Tk&T|0(*hH3mUUuq@n>KTzG-00qOPSS+)2HBf3?J4
zOkQPW*VUrvWWIjUweYt;bX#{z4-J^9{BSP%(0D3Z^BG7W68u^d8f$cak@ffzswPHF
z*o8bMJ%s~Pvs(@cCZu0!3YzZe?}_Az$$)4m`-1pg$R@^z=XGM{NK$c*M}TE{8RW_c
zS&Gd>iWUxai`GM8%1d-{Rv?8UH3fSsKZ5_^*=wwOagC1QX8k?z>~0bZ;<O(egpL~l
z8rVo{Fh0w}<cB2Lum)jX^|K4}@=oxDdVgb-`A<YIV0_^FN&+ADYTpSPk_shtSggKL
ztq0drKM}T%G_3jy7Iz2b4nJBPIvORzvB6T~C}F-$deY~$w_-v`z6f^K=hfeMmf01z
zc?6EC$H|Il2UIh|@Gen6Z>1?AI!gTP#6Gg?KwrZ>{RrB;zA=wIL<z)t^UyoWwSSG4
zbx6C9j|2i9PDUd}No>LQ=kVE1!=kxYac4R7@x;>4w5N=ot*7f7k5XYXyt(%BH^eA5
z_Anw=v0+t@>pD$xL;AoU@YX&oTA7dV-I0$RsxiYHX$UlffC`D5F`J+wN>%dvOn1O(
zpA6{c)O0hM-4=fie)w~H)X;Ah!ayk&a0#2-+cVp#NtO~3%b55A-!hb_TbV0)nLg)|
z^p`p=5ldU841Ou3wFXB$@rPdhikF~7O`GD}5p$|fK<k+p+EL2kmzRs;K0p;MlUdp1
zEHD`nkPY~d)GVaf9({*tJ)684kPatBDB2V2x+jIsxp4|5(Pug3{7;7q7COG3le5HS
z*?O9FZs7rEoap<U&u`yj8@OnVx8vW2XbGC)9Ufx4AMDM+4aBbzSp$F-%|9_46&>cp
zVqR-q*(l<Sbh=a9dCVVH%p=r-sijz^l%YI2io1nu5P0IE9)pK>v|Y9g*8{hzVW-w(
z(D)iknKSEANGJ%R&|?r4)se(6VbmbZg{Qi~kwJTA^U7UcLBc=wXtD;+Cz-*++!ly3
zL(OsGJ8`C?c1@7o0SUm?>F-1bS+bXq^uwS9HLpKNADoJ@DV^o(JKxlPN2V*~aRk5J
zzq)n{4SJh@)`i%ngx3?#G<TDuE#$wWSRh#%XazGJmAL5gZ!M0fMb^Gt^`|5~-P&fP
zd4~R+VN*AriRyQmNg=LRUddzBghDz?iZoBfPrmU9ZGku<mN7<Q2h3>v(L5VJJx;BI
zGGO@!bLsjcBCe`6g&J$$QI@?*+KIN7^yIpa3HscGu`^dIBmx6_h$TI~Oi<r1a0-<E
zrPrU?yf2TU?ekX*H#bWsPQ-SW&n`Pb@S!94&2+u*Ev#<>Q4M2GuYms-XN;?oR&fv#
ze<4>HO!Z3)uip95s&ru!R}&3eXjsmi3{(v_JEKl014K>V8Q50n(R>HnFq6r_DC=Tu
zsi^)Nfd#7bMC2(eav}}_gYI^hBSR6^Kr$B?q>KM(BIH=sonj`*<<&n+%X3tJAF9JJ
zJj~K&ZGEC~b_g2ZH?*zMeNFD;@zz`JKulgdKl%j#HX)BAMlohaKH6a&es=4v0wXD7
z`xq$s_?!SU3_9Sdy_Z?GPZKiLV}tDmqw6pH=`yqD8Eki;1tV?k$V;aI05OtGR2^j2
z-@zT&_5>HXd3H%#OjkQNz<~-Z#VBvBb=<S4`cSY=k^W(W6R>X&Ev@=+i3d2|4>cx@
zsvO)#-t}P`{0SO@3Pb+2+ALM*rI@VO5*Mjq2%GJ2!onSS+}&GVh0h*Z%$!z~&@*D|
zdRNX(XBd{HsghD4t~-<Miy+7YFGq5jzOOM&&P{-??LaK_0R>Iy&q>vDtMCFzzK8oe
zj6`t?@i4;a8F`=;r*C|V7bHW=d0t~H{FKF(nV;YHQ@P1WZ67tC==T8+jR|GA-zunK
z2Hj|UUjt6G$QG47uJr25P`Rh%$ZeROdKL~3YO=<a2MZL8U<-7(6fU1(NLPWsjfSJb
zyi^ksBr|N4%e-+~j2vrPccTXc6iz7}a~36HB59?4h?8u;7=QE1!M{Rh-ytmxGW4{O
zKF0wr-eD%r&_^m9hNx5CcUwLV+9Sz+GD0T*aWPImCXw7(giF7Mmo}*hB)(UIMqq}N
z^L6FDW>vt2H1#h<qapJRm~NclidRK+e?J~*7y2NA0pilv9W!#7dmNvC!`r&^>r<iR
zavGxiZK=kmQH&zuuvs}7ySFcr>@r3N{0QIV&99)blgfFL67O{Xjv}V2#jm%5y%uDy
zmLZm%5bZ#`m6vwEhcBrEypwhqLjW)OU^4y6_m?Q%7B(Yf{pwZO|5axyH(=>8vY@8#
zkhyIPw=t%RU$;@2g|ND#57H_03S&DM5cIsZ@}b5^8Yg{i*)%x!L$aT2(JZw8%m_Kd
z&!2ja*h8N!+K_#d@pJ}7;w76Ql<<0v2)XSMRqAT0hu5Ia%Wr^!ow}Jg2NnkR(T-UU
z38AseHS38v52u55(Sh<86kTedmjAy(B_vu-K^mmH*vl~nq}Hm?QaVTP(8@J(<^X8j
zsp;8qFf|X-`fLn1*fXtHNqe?U+v(w=zqWQF$7x6Yaz=l+KPvYFuvIealiwSNa63c*
z3F;JnQ>;5LSlWZwPV$(OnGEPeRl50KSDmsa(mn5LQdGWo{=+Qxt37`Xv0mISkY@JR
z5TV;WKvd)zhU7q_v8lJ7$l`_rW&=z*8Vqss&@~$w&P6;Pu@U06YQbuNx6I!r-e9hv
z|2kR1k)Cx)h<TTrM^Ep*1OQ(LTkH5|jb}195nYxTT?}mRw5z2tKVZ+DSQwWq#f3-p
z$6JMFwQ-!y)a~Rujy=<oL0HZ7^BUdCzGN*#9U|>jsCM^V>rE+7us|hquL$$85`2Fj
z^`Ry(*ohIt2TsB?_{a_1S~vylWv0Y2K;W&0%!?cOhSgsX8<w5sSMCl-tNWX;;80Q0
zADt$rU?(iI+;!nIlZ^Y>{kXI#kRIj@#S(vPr*c~ZZ)aOwo493YLD)sjRPY^Q^>KRc
zfi=HJA1nzBr6qgYrRYglu~ov}8dw^*m9g(nBy?LUS{aFgr8UPy{+j^pTo4E-&V#@3
zz^gH&6uISl-DkyO`Q;68+2Wgv|Kl#(4-(9XbiJ0W1T~fExCsw~=m_b)Xz)QCsb!sD
z1Y>7ZAMo6DG*6jmp*LP3ndaM{V1o7eB`7$hRS^ma+U_@p7X3yj@&le=FOvx2#xGI9
zxkaIcVZY3x{u4>aMe$Cc&IB*Ef=A#WhAxwSTvit2u$lcb^!v@7KXuu3L5mhuh?L0}
zclky_jF9KZ4|lBV%lE2)FQZ}X9ljPTjFjfIU9~>{SKAZn(!7>9-4HZnX{!Jy@TeOe
zYD0#A*^0r{a_s~B?B}z%&!V?a&uAI!oVVDWB+@X$=c2xxr#-QN73Ze%by1)~K*K3@
zx)1T8nN?n4TIf9x*u!@EsnfH<>Dtitl+_f817ILQ__GvHx?GUerMU`~GazIfMZ!1$
zymL!w)c*i;fkAL$d4zB>!r#xVv^zppjuKQsiR1BdmZBO}v%?HEUDuvc>1XJ6bllf%
z&=2q|_zS$Ar2u`Q=14iFb)Fo8N*&Toa~@awB72~b#O$5k2~vUg@&AP<pAXJ8p{1&P
zSI%Qr#VRv2BO>2l)*=0Y52G4k#VC)tQUq1b$~|1FD?j>$yNS?VU)rFFUh{KX?u15)
zCreFBZm{XpR?^Zk&s8XC&3OzY^up)v#D1g#$2m-U`8=B$4doD;R;&HjkxCpx$P%ap
zQ%=w!WScf~wlm#Iq>pBy1Jd1A+^l1R5!GoUW<ovQQpJvv`~rw~<`16il!ffyh><L>
z3D(RVN?2oJ%ES<%9AHFAR)%h+5h?PhhbR{c&}y~iJeh2!SLBmM<l*hvI2a_d^ROnK
zGbF}ORJ8FFzkaE~lKi?51p`=+b@%4NCXK<}o8#4bXY#^WY1k#;&1_HTP<LJYQ5x4i
z=ZG3{Wve5_iJMNH43=_wF3jpP)HT*DDwVdCZ^PiB{fb?V5N6u(rSX>whZ#EtQ!hqi
z+pG->BP0bD-m=YgDqVps%zj>8Hb84B&P`J+5|yzA={)s&{~tM>snE&%TgO!N@GSMP
ztUpc?Ev`wu7&Dx+sX@gntFh@_cIR3|+8@eZOzHG;`)!=oB)qWTw1<s*g6t?Kk6hcc
zZt_(aR|ED?#><${-FyKm^khNteDJ0R$DOu8!jogM{E%R{rm4{m5G~cXNkV;tdg7^c
zj>8n(^D^KSx`wikNwlahT9ryvKSKM*ROq~&mUZauu`I>?B6Y*p)`R+we)tX6-(iXx
z%oqP0&MESdglUJ>qe~#C8yDFpFr_=!8rA)qCBP%2S^URX2-J3&@l|ikNAwTd@}fph
zN~s^xmDP_$oKjM2?V^C==3{o1*4&kOvWL^Qnz_5gx3L?`cCn~?MBUm*YLq}bN>NG_
z5LejdYKZ7jt8?t6^8=JRRpFy9Y1*<-*>pLB$aZ*x)DHbmLjZ3r1$m9=FP+M_Ag{{2
zpMtdhsEy6?TbKKm##%(jX=l59g3kp&PxhfM0?~sz%!fF3>CcaIq{?Y_fm#|$2`ki8
ziogqd5gSt(O|kNcROVHj2OWBF(6%hJ@tjzXKWN^|OzgPh7HN!$W6BNGr}WYmI~7uc
zJ95giElod^B5HRO8-hb^zJM*hKY*I*SN7nj*KIAG&GyZVv<u0k-=Ens84HX}+GU?(
zO)=Ef!btETJj?;?cbX0|$i?Ip4KsR&1ZA*Ub4Syi7kpkha#>{{!S<8|0dVASMihJK
zV-43(M^x4Dn^Ws!GLE()4bj4>l1O{fZdQK{Q^7bh<VY*1=v)DcA*|4)mW|7*znrRt
zNih{$K$-It^WP>Qc=Z^q#7O@<c2Dp)_IP<S-p?q)7mE)K>t?<vG)Yq@xjbrEB?e$c
zbJAi^Q@##rm=?hu(^vt8l1Q?tR8nlOw6SV;g-OaruG2DLr7C7jJW_U)bgWCTFm$+;
z&XXln9ZC=oBr;X6l~IdAG(5RDl<2U@vaCxFwHvinh4`ft&J-$YMS?&fFvc0Xa!w^J
zIi45=IShcg+WO#S{X%(3LI2_p`yd%5*c(b{QY1nsx9^BHO_oP3abwa<DJhIr%{SS2
z->S2#5@wY}`0sG;%jAYsT8#}FL6AS~dL+sf*5rRFoq&y;XQkqK)&(I)sb{KYzxkDu
zDl7TVf3VcHl+3$<bzlQUUj_9lz&^hJ9*p$#Xiu(}#stK+L)9(DH1)T02)*0gGiy?1
zgo!k_99&N9Ob~yhtq(H<;CRwP#y#|SMJ1L2WX==~s8^2dAg4+<lh6X9%mAT3b|Le5
zQPOqScwj`9U#%Q-&;BVIATz8#`C7@;Oe*;4KH9%0S-5N{I~0m>s@e~pTPbzx1Z#1q
zhD18FK(q<D5Ob<t4GnOJ0JVj~u{GTJ)4y=BFyo22o$J1$9zPR^Z5e3okFYkb3|e^r
zj>!S)DMr;eoG&|lO|?ij-o9h&8kDiQ({GSnM4_<^cMV|SI_R>#NI?+H?<E)#5}Md1
zf`KCny>>z{;@M;|5F2d}9$3W<T&lXk1M>e_jWW!Es#8TkR&$P*x{q5B!8IG!sU=9Q
z_;6Bz5~2%!ugc%Jlgn&7Bfwoi3cr5brNWe}0<%K+>Y22hY06ItFk|iNuvugB{?xh~
z9IrXkZ3*pBrh(=GsXgGM78+B-)e=_cM-?A_NsVtLq^t*Nnl<t|Q|?vM`F#W_d0#}?
zbnhjPc6+U%YMNBM%xxoFo~H+^;d+kiFq?=Q?nl!1U7(}Q{3LquolyFUVj*ABh#<`m
zUM38u3$*dpW+AA-1?pz(^ypn}rDB9*AhdPC-o=JH-EW`>9(y=NT1IYME7o?GH{T;G
zG^3+P$zomLVyC1X?bN|u=vw{(-Ix!eW<SneNG&GV3EoB56&0g**O6us9({@il1kfT
z%$z{Ct`22{fVV01Sq14o_k07B35Q8bo(D0pH=(eda7`yn>Dpx~c$^M!_HVmN<Z6JA
zkPfl5gq$}ccP}#U=Ap^fBR&ko!Vnqs^!yxF;Qc*}zZ^7n<+?Yv?3R^v(+jaue)5IN
zph}?Au;b-tl@5lu%>q;lP-LzU%(8zks6kRrlE3MrF90424&R~Nxf%Aq&;VS~z4YOj
zu{|M34%;L{_645-NtMp@RQ8lZ$N`I*=K)w=rlvC<{Ttf%{{|33kpdyCD{w4Ufnp;v
zI(#Sy;Q%1&m&)|zG~eG^&^96*KgxkH>##%h>frEGOm?ewsXBICD_bQ7RXke_Y1RJa
zt@*0As5lSDvb8{wG2q3Cqm2b=IA|a-fI5*m?63;9xdK8uv$}+BNkJKwxRUyZe#UPz
z$4Uduzdep8WkFG{vNdQLQc?aX{^jIBvOtq23oeeQ<W_qaZUU%p$JXPvFrA0;`CG(`
zdM0_l$u05RQ)BLM<YnZo6mKyZ5Z4e}ev%YP!3yq|3>DAP@;@&??{mkpgN~HV4o}Ti
z4HZBZhfQ<s+UV-;@TQIK?<t4z%&KIzN|l9Gs&XwIj>#`xUk)P%(4hsameli>-J+t=
ze1Dm(n2V2dk4b}-F)GHlX#bgvo)mViVVU&^Bby@(Eu^&`9%`LH9ls_HIj}LgNks@6
zzenWZG(KNQx(;P@bz#MBCXR7>Z8EupzaVMob-s_$qZ^`1gCp>+V~UJ=f3?y}VXvwn
za{R~8%z2P)CTaBh?Le)X2$(g%0F5wXc|cZ%9dqB!@as=C_W;qSVz=6HRQxnb)v2-$
zWPhfr2M0J#B;Jl}@!`7OuQvlAE#&>Cw+R|)ozH)c^xo>x&~_EmK{G!;|K{T2`tTGH
zQ;0bC*4^tm|5v7ex#^Akr13j7$Dq|=)w(rBJs+hDSCI9;P2zLU&SDd4JuiiWqTY?!
zU2B~eI-QvTLS9Ap__~cNPd?jw|H*u6{J<_qzQ|^Vtsk2{k@NU~CsEqiFKa@Mz!A!T
zwjA^$V25h#HH~IL%PSu|(zV3-tHY;yy=8eVh+Z9dOKXeE8Hq+2?(i`~NuHO>n4-+W
z)w2><=)HTTo%g;^6Ne-iBz#K~CgT=qpywtExi=Ocr%n?^ea$w13xl1HjgUr2AKCf8
z6We2+9lv>p{#^M{w}H*wcvuoMGqb-BgMV?_R#vqmbw)KRGR{Mz(?2pYa*i%8f@;^6
zH}4M;Zm|!OsfQ@|v9n)v>Ajmcr~-enz<Ool5DNX^{c5jRX&1muXXj!6D6;<?2ou70
zpKe>bB#Q2Rifp?ij_<bj5yh88xA$QMoRp)72@(3=t27MeNA;Y;b`NiTl-!q*AKH7d
zo`j8(hYL(#xlWtRuf{Ec4w&0$f*q2F$D%utmKw!3#<#!Cj};<I>al3sA&co1a(zAq
z+zc}LGk-+AlS6Gz#&&)9RiX-HWX#*fO*lRTtd_Kk^9$!bV)?#WuGh9PUEFz3ue3oF
zL2pm0C!62;CTeU=V)>ryncK8L7&CTeGh7sHk^v#0PG62q96Df$;Njs<omji)q}_E0
zHv;Sr^et6OWrKF+{!e>~Elss>Hw@G9+?UpMYo^G^$O;C;z)spc0q>pPi*gzUzK<Li
zE;Vmww?OdTXlqq%#|02k6XZ8f+KL2Ky9u}5{JiVGyUNtJy*W8Jn%*6qz8(W{A>B7P
zJUKc&JqTV7R$FV&*yvf&jkLO*EX$8l;k#W-bs{X)$7sg|_%htZ`&SIE2<=X%@P2Hx
z9Macc8}s>dJKfplVs_a^P%agu*R}f(`U68ygm0n`8*f!=zA>zUOj4ah-gIifM=fgc
zrwY3BP;=_HJv)X{{pr`#&hj+)X(o|=p6v|lTzpaoOI^<!EyXJkp|x~8zJgl(=OtM|
z5Ed5x@!|3Q0saB*Ry5sS&^tAtPE`8qD=r~Fzqj`WXzK729pV-M|A2^a3w!$vivWO!
zdqRSJf<wB6g{ySGM~1mWRMl~G?1sIFM}VQQ@Ezl0uK!|3OtC~GMnb!VLo((guwK~W
zb^NueyR0ulYHpJRapoRgozPYHw%pX(a^g0M>dWv~_&AaFS*M8*2KJ>zuRqLL?-eT4
z3ku5n9l8+X@d^3%?*24!`hIoeBUtq1^DZ^O-%-)fF`>0iK}iYqAv)0M(r~Y%W={1#
z_*0tEqO-K4;t}NQ850O}PPBTNfat;H+Am5817->CaAmMcNhCAKEY%honyFE#KB)pv
zw7FjAngbhsB)d<b0pZ11n*q_;PEvSVN?|D(699&<d-LzaD$|=-=am$**+j~U+^|>6
z_NtK2Vx2*64-gglyw!8{YV)%AG9NZ;<0=UxFc)wB1~TFw1fFwT-f}l@y1qW4b5^xm
zU7&M>428e_KB4FO?q}-OZ~VPyUEYB9M|(l=jBRs(_OqgB0+IXPUuZZU`;geWzxRjJ
z^_{f@@+X-(W2SxZlKTo|m^xK`p%C%df#fVw(J%xe>lWX%z682(GG0L(vJ2#qsFTIt
zum~!|xp{k!KqUPjBG;J!=)F}KgniHJ2`ae+0`ZT{u|#r8ejo04&d0<SWa43cUx`>8
zrzWI$0{Jf6F^GN3*RyWQe5GOuBiE00i+qt`Ji<#_Z5_F(YyU5E>-}B-@7L#i|IcCn
z`*jOg$HeBW$-=L&v7-3zHT*vVciV7d>1956Jb|JsD=F2oSz(lpM^hMrSALwax`l|7
zn*>%s_t=@zHA8fyaBzv3a8ah_B;Knu>VLaeN9NSumws(K50vH4f6<okwdkf3KQY(q
zXZ|{}cw0r;H~Q4w&r4p4wGPAdwW~L^cdcmy!Y6}8l9&5Nn4o;c&xhntqf<vb#Ts>T
zsIq1g=>mn!s`b7lp^_enSsEmJAYS&lmSFsrPTaQ>9Ib~pZ}KNx=)>zh*onylu@XVj
z(Odd?tAv(Q)h@xR9+zoTJo?4%S<smO|M>s>4OqIOt#y05*KjV!{z>h7y%eN$6KqJl
z4IFDqJb3b|5WiR?%VgJI23H*dooE5HWE4aH1S_LM4pEiM`@dD<5@3?G5Y^O&z`<EF
zc;(t>o$^&#WW&~!T80~_U8>2m#9&`1&XuB8!(UVPj#rT?WPrMw@Bj4*oFe~J)H_K3
zI&az_@qX&hZrB8AL;h2F(~ivT<qfyNH0mLmL1QL#=YEd+ll@<5HBel=PXd~k`c_OQ
z`hv1j30TOz^kk-kMb;VSS)Jptr6eghyd<i@KlDj+$w-N%b`#uCT;mxm3n?8F@ZNo`
z;<fDM%sI?XYWijJU%B^xB;WrDM-OR`=~G}1(_uE5281<hbNrSdM6=!P@dd(k)sK39
zCf-MOz|fVgXdJlz+YmQf(@7;&r0c#f92v}6yK>2OahtIi3`6|>yz$3o(yvCp;_%M}
z$*H9@J^jFky<B|OmL})9`X;RfWp%0zc4-5Mz8iFm_XAhJ{}X!w(!#|vKqS_T;QQ6U
zzyNUX13HwUZp;HPYGNV$J^-VK@j^W&qj5m6Dd__5#!$!dK)J-s0?&Wk++JT_ld0q?
zTdT`XB__(K?JLx0c+M`mfh<m*7F}%Y^jf{n6&taApQsu2s&s4y?IqwBHnr_#J8sK5
zpt-4xt@bUCc?*iBD)J7}Sy+E$MN`=U&~jjM=a<3ixGD+%^X`FfpENyyDhF7QFDWT$
zYXkFQbl-A<{@WM>Q6QL?XW#<}4Notx>fDS{qvO$Lg5zAmy4;uPgS#B!9pO<v<##@k
z($H81l0gGZ{XYPb+orCQWU=<qsV>{>-U3HHQH)DG5~sb!!%=H5+@`KTBNTy$IZ<uF
znQ`k-S3&I?J$?PS5TI|JI3C3mX|ATm&YSgdL8+3e>QKTF(By$yf0VnN;_73W*S#)K
z+hX~xQX##XFm;Kg11#U~%?ijUweS6OBfBh{Pvq@hCq6-|XnjYz=gq#r{jcWzzgY7E
z2>PY@K%fk!E6B%P0a-y|wxFQk`{Pt7rIb|hruX$Edv0zH2)~ybMj@<+J3n8n*^-j&
z8uosxI*}lIm6j%)d(|0|DH&nt?gg?Hfu3_j-d8O0^AdzBk?N5I3t;;gdSu}d&3C62
z^0GfVNR;my<d@1<H!g#uB!t6j9>kJfzdv`s+dbP_`6|1i^cI#T`rj%St8CpC;qEd8
zyjwau-`h{~Wbk?}T>fO&HZjV#id+0d_38fpdN(@9cj!v2>mYrj34b~J$emn}bUop<
z{TErHi*~v2s1;HJ!7Gfw({w6|CkXLCIzUiaU0otwF#&7C<EXlt578mb8}3!5RK<P&
zh$1cQ4j`=#__6W-jL$vhL=Xf~xq^eKD|!cm{Fza=KsR}wV+=*f-~{<w;BE&E1@-p+
zUZ?#x>VdcMT&{j@j2G3kk&NMhtYFZ6$FsbYZl(0hV*sKW-DY`6T7^#k)bL-fi{nfb
z#0(ENb#aS&9?&|WCOZ2vlG=3{cV(iVcG&s{i+Wa66x`5exdL%+Hl_k_BoX|U`%Q&T
zB^ywB)BUVZ=W@!QOAgD&)&H6>v)hhwnj(j6qvQjeE2@8hxHxsxnODB_pKGsGsXGuz
zg%H(5`xdozEQ}yvGwJ=L)p`H#-<KdIECgM6aJ5B%j2xfIX5n@=2YMfXt?v=|R*<;_
zTVVWq>?;sdTSJzA1mtiu-k`^aXWV1#!jw*<mVnD%cRWV<vqG=M_;qcR=(87j=kyHd
zK;nD%r<}lj01zCG)K3)Lq+YAfVZ1bkF3-JRk}Q9q*EJ(8imgsCcepq!*i`2AuimC^
zzq)o?9#7Ec<y-I@VVb_Z0eel^OWQfPsKMfFp;YFkX*TQO!?Z?!Ma|eiS^4g0QQ@=W
zzV*iM<?C*eNvP9-xN&)T#XC1uzSnB8?37B5ALt%49?LHoPgFxE5nZtvgUc2cPY}rR
z%i3$BZFH0z!Z$4yA5?H5YWv&gdD|UGR4zDK6GG^|kS+nNY(|Gf&7x*3k-gpD^a5$1
zP{>5GSwK$c)7IA~m3&^a(V|4^w9u5}P}pmZ->I{D9owwO#h-G)*CTY_v$}16@>3BF
zUB4^9C`%g8%?BttwS39ln`O5*1LFt>5Y+7We7*f6?lTx!u+4NFZ9xaI@C1mC^adQK
zzdc?8*Ok$EzG8`3WBP){Id;aRsyf^-R-xYd0Q=ll!yZQa%as~k&gNPmn|omu=Avm<
z@G#+8CAZAeTkrlP*Jh?t1MKatSO*%I;MuIu=R)x;YDsK7N>7RXhZO(csqO`9iDlf9
z%OHgO@ODvE2ZZ*={}A``dIPdex#2*_A?Rt?F_{e7gX#>a9cF*k<(KpSdK67_i40lv
z`~GxKQd6BdqKnrPP60V-qsdVMvoJHmOvSJ`HVxj5jEvmb*&(po?Gd2re2etiv};9m
zIWJ95f-*S?DG`g|ihzxVp;mA%GxmWAFnUu|lyU?br(3<`xXkd}QmBz}H5&nmt#=Pk
zK<io?UQk@HSAqjkq_<+1_pedn03+wyJ3yK7k*r-qTbUk37-nWdMSK!z>djVrQ(C;>
zHcu6Bx=G6Z)zbwF0z*ebGaM^PIpVwNiN=}BO;L^SV7W)Ku{SW--Qvf`-|*;RRo47#
z&S9lqr%#BADk7q<udiGb4Znghq;j^bVIaqU;VWyvJwG~|Ui=#loFJD6*e-uv0Cex}
zH*ZQzDkF^z2ml#qZ*Rx*;^_JMxSyrY^B@B>6OOC+!$rl%8`K+u;vQ6mTsSR_j)u>J
zg4Vq4w0WWj!}Kgbpe?F|{Q2neyyuolzt+t+4?l+~VaT-*oK6K9SoNL0$+d}>xon(-
z?tb^bIiJk%-To@7Fn7=7ng2g)Qba<4A5xHV0wxalB;Z99Amwp3SI90RBv5D!6NRiQ
z3s#W+!z6*Itzz+P^la0icRKn}ML`I0hrGvn#ug!Uo*4+QR8L8*+pH&|z1(Sn&b%)i
zLKb`hNyoOt;0QZEcg^v*tZ5B0E#WD=jN}%s((gs`rP7uoJqm$9oK-yx{`StN1!zjz
zAWrr_{RhK;UY<XbITcJ!tSu?W3<J2ohlhn1xX37;A1b;Ks~T6j6j5LuxXqLBeHb_J
z`^03`>i7+8cdrCJNfa8dZ}WRvw@|7K9&I|EF<Qt>g~h$#kJRe*^OcuJVvbyRAI-;7
zX_yuI?mETot`KS$8P>k4$g(moXUq*mhlr?9Vk$<bifu^;+Ex31e^!O*$xQ)~&L>lu
z_n*(ZDscBV5ukfKiFLxPnlka4)JZxuQRhe<M@ceL;M(L0)}a<WVsZ#AD5e9@r`|85
zq-Fl!U+ig&#b3yR>|q%}ZlPyI<KgNicXHG7`{3QcJ*s@k2<SmjQkb;s^Zak)ugy6*
zgm_j=OpNvdRl_R~r0HmPMi;VA+AHU()xnapUn8cbhM5iuF}3`%N-W{vW63v>V*kIn
zmm*~WKvsnX0el4w+-rDvxW9D@Y4LAhkK%n$!5k8cqEo#7fV|7;>>(^2vf@>;`*)LN
zq9)AkldcM&dR^^ke2cwiZ~L*lBDbN25={cq{dIyo<CCtg3(O=RI2E#vnJY;0kCrg1
zv2)Z^({<f`02BmYDasYe&R==Wr*NXmHhdzW&B%+$RFabZ^7I2y*DJ;0j@(e-mt6KF
zf%oADFK4{6*_^RaM$Gjt=`<a$XGNJOBj*)$t`sC9tO!I8O7g1!UJ|he@8^4_p1vO$
zqEb|G5FWHxk8RQLSuTX0K;UxF1Dl0f62c=NF<2jG5r{Ob4U6%w0j=jPm-v}j7Z$4m
zrZd8UhfqOO;nK;u<Yd{7!SiBDQKsPM%*@QU2%;ND-cQ$s@$K6_S^gC&d&XMJ)%njm
zwR|ZMd}M6_vk44e#$x13h#eJBK??8_pv3awxX^{lZ!Cc{1_?)*$D-6_tz1A$>--0N
zgJQ@lyAGIcsV<w;BarnR6BFm`^8A1dv%o~YhTL@<<p2G?`@OsK3F)n-<^*!8uli+4
z#*6+!jo3txO>mqqkb?PTBhgR9LBjTa2yEaLtzaH{Ng|<*IYdCkK_SBw6-Yp*jOnKk
zP?i6-Efe#w^$MKGvLZNs;_1CH^ZwZ0L}Zi=ZhPM1xoUdWwyEoWieKMtn%TG<+Vhi=
z-uyBnwJy~z_@CIrXc9J@HTc@Np-VIDhv0C2aB}^b6plpbZ1apE0*ZsJ>N6<EH6X6Y
z;?>zy<3d9F1yFD+$Yiyn&4C?nBa=yi#4$G*sn8=2SS_f|WW(q2^>tQk>pq;BtqQi|
zG<)af0Fhdg?W%I)jmPJ@4uanehcx$s=X`u*(5w%*LlI;pGTbp)Xt7;C;0$*AcgOOR
z<QWJ?kAyQHo15di;sw6;vVvP+nhuliHvO>r^*C#(Q}TxdD8I4t61=}MPwKxrt0T-R
zg^kbY7y){~B(9v*Sze@!+)1KvK*IQ#zOpiS;F5A@#&glRhWvTuiV+!BDt?gQ$G!%-
z{#73WPXZgLW2VlhoLJX<{0{v-CIau<4C47Pp1`eS%JO=vy;-dbQrPXV++pDHW;GkL
z*-bl*{<GuuoE3lZnSQQRcK+gw4mIO4iBg99n`eZ<hGDQiz|dK|4IbaC4c(hfnPv*N
zSOH(ad@0i+*R8{`O#izHm?1x%G*mT7nTg08pRLv^tHZ1QPjso!qX@4_408%9j%Ghx
z+P4wSpe`4PCy1ukaR;I}+++57;-C!Q{kb$x=mQfO=9=v)Z5YY^j6j9Q8(jxWbH>cC
zc3P?anga`jPB@Liq}yYUsM^1N3H*MT$Twn3Y|st?_LnkweU~`UqcZ{`T0iE<dmA)f
zVSoN7r$`VP7RK2BSffI-+E8hxxj0BDm(Qn?)u;$gLvVkI9eJ&mN#QW0{}}u?``kkV
z9a;}<IcK+~CQX=P2I}=?J8R#aNfKP)61hkrc!Urbz3aN&y5bx!`VN-rsXKp5eMvU4
z94WqVP(7k1aWv=sc3vJTe4A;4LAk)Z<3*R|_sORsT9?sQwJcT~K?(fFTfn{c>=QV_
zR@^ufjtR?jdJdFEOm)Ka052x2QipdbN1lN`(NdH*@JmfAyPI#m`)8JnJuk+8POF1%
zaT40tUUX148PbeWj2VTJ%)$QVkihp1l1n~*KjyK(aSHlQt<jg}7rA5UU%x0U>9@K0
z;>c)eRYLx6$jie+*a{E7YU=POfSL?Qx5p4nqFr5Vx(RClFb9=BLRyZGh(SJrIDtpi
zQYBp{3JA>T^3ag0lDgjc7p2!IP}*1#6(fvk80(;kc0}4ZcdiQ7e|23Q@gI|dOG6;H
zLr)Je&B1&~Ckp$Ja-Ul+vjV4APCOYSYTloZh+VTr4N^9B;`AgPd*H-fQ;FTey9nVi
z8!$eW@gY#m&yT<Uu&~pH;fIPAOa1~=3c*?Zn`urB9opg6W311|09M%D-UHlrh8(8e
zrfLfN@!7yCv<nOvL{@!<c{a)jb={fgxHtl=TZK)aT<x%%6wjz;vz461P`eu#j_*6&
z$js@WNvGv$xK)NSYVGIgbfW_pCpc+mAf_#W$s_;BfhvAO?m&ND0la8yDz5%E3Qlf6
z`|<q@-;KcGOs)T@38)PJ)0LB<<IUOp7aadJckJlJG#Om^xX~1PW5l4&+k_f};{U|0
zf4#6<M@!vWL4k&$5g9H;Vn7tBX+yPh9ce%mx(32?2jnYRxX_CH#xdPVyLfOxfiXK?
zaMWQ1Mj%4oqog9iwT&Vm0yUdc2>n5`w)b`0;cs*>rQ^HH)?_zvyB90;UC(D7*i`NN
z^G!GoCGq{=o?vKXGH`lu68CG{fL&o#g6d&>D%Y^4z&uD+0%Ocj0*~bfTq8?WT}}JW
zf1F-lzfbSi*rs)p>$t7_v@*z%aBr?%HvJ#Mg?i{4v3-ds4-}ASPv|7DRAVMFLVj89
zCq2gLEY-TW;Gk!*TI#Y4Z$NTFeYJkxLbD!HE_n`wz-m{|AB`uA{7y>`iZ>#hkl}IM
z3jjgD%aR(ovpn<#ZP0ofE6>Bh*A@U80c@S8h@B)9?0gh$SQDsh7r<e~%MYzM2hq>z
z^f5~|^v;{iJYetVrEvLJ6dSDeeRGU9yQQ}MpT*s@MHmDM5!}kwM-C|pC@;YTXWq~Q
z9RSw$qww$h#gXN@_IyYq#x)RXIOJ#YP<>*?Y_qh-KAyrJnK3ao`q~FSQ87T6*+mVX
z)WZj^+PQYO;-eNbV4@0)hmaZU$!O5nKnC_H=hPsA?(gnzbc9`K<hhR^vGvws9-qK^
zuGbpKM@Jv1g1~6YjONZa$KMO@(tGaAf~DQ7(^r?e5Mqyq4X#o{We0#&@Q$bJZ5^Ls
zuhf?2v1fKrL|)2rrngSA<bySoagD2`JeBXeO2UuLLMcNy7X)W0`(HClVo3=tj{83$
zn%_Pr5sSs#4sr%7P>TyLVMZ%TYt&Lq(^Ba);MOcJuVBf(E~wRON@^a+N0KOTy|ZJ!
z6uBHcDcH)yL!xpEN>X=cFP5u32mUCHe7@U!C%Dgm_EE5nA1dgW7xGU?d#u(O_|FPF
zN1P?Vccd9<3hy`^_tfot|Aofdc@1UawV+P(SUPJckLRfh4)^|y`lw6y*kU_TVw9t-
z!m9Y6;D)3}!5KuvQKd)D_yxHE`Q2BQB;^r{gx1L`g9%0?|4;XqJv@{PgaZjJ7JcA|
zFe-c<m?~uuSp|0?<j&VA7ECLLf#-4R9@b7DY4OmdOppY34Q$ZAe~Gp=`DL$dlIT!Z
z!`-AgC<t0)G+)_uIC2jTIkUHYM^%%*nq&B$<EXN=lFy5ZVO3$d-W*2?n3>*2Ev`+l
z<d62HQ7gCG6uc!U=DdKX#iNM71?-T_c=GMQ;z~0$v^YMd=td&BcOC_15lO~UE58pk
zL^|US3)tDy61L*z%ZVB>N2;IB8+s~E-18AOtF_{p<lZxmsiWa@^aecyO!QegFqueO
zElT6)Q85$g27aCgbO`CFp$a6yTM5Iug+h5Y7~Dj#sa%{7#ffeTNO1Apa_ru-QcMOV
z1P}NL+RW+`yz0?v|7VNDr$<qxuf&2lUV*1=!8G5U$~yzM-b?dcEXPF?DRe(yD8<WF
zd_S)9rvwQmM$2*0mV0sPt!s1Hkhk6y>%dY)P~@3(nXJwPO%O5IX)g|GE{?YZ?ME=g
zxjMD6A0Qp;^%qGdwHt}SEg~$!$&g$Mxu^bV;5mGArC9`j4XlSqCqcykLeY9`RvF>5
zL^{>6aE<l$Lt)oNOoJ?=I&XS5*>i91_fS}g`O2~(CIhQkRCP#L^-jR78)10_NBSox
z1ds;b1*LipNEd|pnXBLupfXCS+)9*^psNhClAvsk8mY9Xcp26}-yy=svPWlF#f7(Z
z8^L4*`7Aj1%OVqf;mTr-S+Mnqu|N&X@ckb9{D|QaeZ4+M5Dyx}jYnC|(i1G;?DfxI
zG<QaI)oZlP+9J`ZSsT|A*C`Ip2-ce%?_NBA8nH9npUz?jN6Daalfn~_58cfd+EtiT
zV)Lm4RA|R7f_)hz?2QAu(WzfT-vMKV)RZ2c6c6YV+Qf^jY6sSV{~PYLkYJpBoP|w_
zh}7ln7_w$Ms)nSN(oF0XdE*llSH(C_iy<tx6r$?!0swB-dfJEv&+^^ZJv=PuAgNXd
z2fVt^BkCCAhnUoQ&<O0<krJ4+f9hRy#?Wm9WlgS=If~9=D3&_us-V|D+5A2{ZgHf_
z&_KqmA_Hi$#&QBk=4;HXGsSDiP^#cNP#*9DgDO-q1%17GbO{{FNzfPg#VBaN9CT8=
z!~y|91X2OiE+Daw1-=))R~zx<gEZ`5c=KQh8F*b2GYit}4+7*M4vGYn6%KDuYCdXW
z(ZM0ph$F}b`zqTBoFl+$Y{0q%y+NDJB~}fAVMriL9KJsiH-$~}+gj7iR+lGR!&T(4
zBrlC9QiCPVieiuQX$>fz1W6@qd;39@L^!z?6F<GK*LkVExVxj!Tl6D^vS^)HW{Y$Q
zVqFdj=^*}F%Kn7*yLQKJa5%Pt{%b>K!FRA1+oJV_iuv%R*#BlFU*(XEmrgRZI<4}4
zO$Ts{F}E>q{}*9z9o1&={0rj*O^^aD&;*JWr?>?#R<yV~#oaBqyGwCeic4{KiaQk7
z;>BHV`u)khf4t|sCpp<Yv-@o3*)uyk`<XejSS+mwv4VHoiFfjvT%T6u5j)4`Flf^*
znwln(=v3&Ngv&rY&uBkwSDHDeC?gb<IRg5RhQBzA$K=Qu+e#3hN?h3d{`qGl{e#VK
zjtVLC#(X_^NM^(~K3S%a7$aLvkXh-xH-R2gn<OIYr|9uoj+DicUZjd5%G7Q+t|0!#
ze}~mF920<8KH>nsHyQEHMycrQeqc=h6;6DK%C~dTi^`hSnvbaiki4^GzNUBU<^<wd
zVR#5%|GG`)OXQ2N(>=7H{^+waN%HNdPc)4Kt%4*K$ZE~U^;+GlQEhgoMUILR@QU<(
z*YnWHQ%smO3&<OX2ll5(6SXw0sHS>a5KcTx5}1M<#0aXr*FlxcfyI3U|L)H5M)17<
zScxY{nYG{rv(V<Cr{OD>S%?iU!Ux*G80!j>YA){Dsf;AYK72XY;j7E~t^L0?iM^$E
zE>=*|(r3rfieI>`m5-si(Yn|B3AqiWMa%Uq5uoQ)B#{rcc|dtFX>@8v3rvv`!Y{hX
zTq5b8^Q7&x4ffyEDHpy{dXEt#rM^_FV<8HUT-+`}Rfif6)9Y$&R^l4Rb17C&Sg~*@
z6AU+Gl|hbOuZ)yk&LiCfTTLz6j;D5O^kh7LrcN$h_LSxbEA^<Xf8I12F;a-kys}YH
zl%=p}nD_iC{NJBWdTT^4ebVKW@~Y4N%4xO3$tKf`Oz#)PhLnsLm^LgknWJq$Mf1Wo
zzpz8`)AQAbKsHJxR(7%9V|a8+#I?SV(dCt*wgs$C*nE+oQ5_D`ZQUW_f5P%I;d1&*
zWh1QSJiW(dToluo?uw=GgTPcL85@S?@VaR9I|IjS$}2}|M3H^U`a!sG7kCWjE5zsK
zuY^^Ly_T0vX9>Wb+2w;>(YYd_wp&SP7C*XcK-645?dV!1@}2#U2C;;RFvUGNgz45S
zip1tlh)@@vSy-UegqFTG2&3QwHD(qcCz8|M&}m_QrmI^KONyaj(ABZqcWDF%t>Z=?
z#wDQbW6Ne%&&ZmB>I+EYQA~5mDHYYV9h+?2`AjEPU5(3gf{3b|Y4g-ni`*hmpOK+;
z-9SuJTN5W|M^i(ae>FQJOH4L4HV7-^UyX<L126CYC4cyDvVZ`DMb6aL+}Q%c#>N3B
zDnnQ#zgRn)I>Jk9LuXTQQ)4?5Q;3id=6{duj#!kaU^guc>ihdl=p^^gavXWyl3GVV
zN9k1tzN%5KRiZp9{E4%%^+A5h8u4f9Z}h)HchLhK+z$x)>xhIrs4$$Wh6&n6m|)Vd
zh}Z}JZXVq+Sc;d$wkhf4>xlcwfbDGN-UisY(?O;)^jW82;%}jIl_c4w(%VG|4Gja)
zLqUEEK02r~Uw2Djos#dTW6$L$nPD-nJvZGq54tK+c)>FCA1V4lrdwfI`LZ7*N%zO4
zl!o`nz4khPp(j!Q((;<cOc7#~KxZ<so2yrt(Q$CfHz71Mh!LJFNCYEo`kQ2<{h0{L
zeL~rgaPNMT9$<Q`pi!)goq<e33Uf)zZ7qj@WXK2_4}W||QCIy0)w5YAGMnY<`gZ9R
zl*t?BkaDtnit{7(v^~LB|JP5RoqGY*WAgXx*kl+ucnY5bw{uNBW`hnS7#3u)_2Lyr
zSIca2zBg^A|F{m4AL6J|{~n#X@VQf%-M&BH^wr&~&p(06xAE_@<G+Gm&X!}go=%Gy
zV+Xd#%7S0V?DKPlR*=mf$L5i_>H4JJ^D@%>ewYEeWGeeC%x`hcdP(OC$)HJ$2^R!z
z-BB^Azho88I`X;u;q*`{h!wkUs1E9|YC&G>Z@rVIRN{A@G${$5C42<ixUAOxe~HpR
z@%Sf796VhASCH8MA3^%;VQ&gyQ8YCF&#$AYtuy4GoWVs(+0@C-#nIT*2`*)v|3wnB
zvvr2|_(%EgPM=Ioz8H$yxnpXx!n^QrutPX`Id%Vu-v3JTzi0ok@K0<N9qo)&Or0Ux
z@T#~ZgyplTyEBAE+6MmjqW@ir{dXx1(S@*x*;(5;s@NMEn?n9QF6P7r;r_=8rjQU^
z*5Tazhy3|78-(XS9R4F~C>U9q8vj>|v<(|CoLR2_Y5afr`bYd9zW#SP{bzJIU;mkv
z{~3uz#l^_^Ka~G)3Sm+IVgg@$>^$&+S)@$Am|HkQ*tobkFj=JG^W$i5_iqtGoE=@@
zbNc_h0UO(YG5McfaMoEAP2tmP@9bh|4PjCFWawlCXO;Iqtg?uHadv_?i`m)O+u6dW
z9Fyn&e~lkyhkB9q-QBt@*;cNVEYz5ky6s1pkS>=tn>Hb!-RM>AW9$dV;bIg{h)P4^
zP>}LMQb3-eRBLN~mtJf1EwxuC*C*TfP|qB%Yqgfz+7B1)7h@xTR+Xqe(aVZvkSWU&
zQh%m$P@NLypfr@$X6>T=r9~o+(F2Rf&zJhqEv`f*ff288LG{3*BUuqTGX2552wRy}
zHlS0T=L?nSNq$3I<USMDZ8$H+`&(CBib}Jjv_FXLjRn{qycaEG;nM@CW2|a9J56Px
zf~(zSdkK!(+b$6t59b^ej8{6Rk*f4jl<4@5EGcLtn3N+`GbJ^j!baJc1GU%lGRmwX
zaC6=RMneeI6h}~WKgBszKl!(#D*SrZKl84-5maz96q&3E*rcSE95-m<t?kuMOs1l@
z^ipbE37(HkCQ;V(LA6U<<^j1BL=0h9PU~c%p_EmqcH%CL))=Nwa-4Bgt4wTHp?#9Y
z3@v3!vj&JeMZB3xLt!cP=L(%Is}+^y70ZxewF(&z&M#(4tQT87?d><?5FJ)&Y+}U`
z-8aW>5pgjTf%d$)C6%kH#v2H10jCHBdl8zIy6*dB`=k%N{(+l9D79vD?O9hz6@hSI
zU{V$ovy@<?Vkq$wAD=2FrAVL4j)Galo;bJ(lgi<cAbP%J2XR)XXD@jbQqHB~T&~N{
z5=lwY|GF;u+Q-P!2>jkP_w(ce(_A~g?G2kqw`|^F%-j^ARr&|FjMp|+@6K#VsnrxA
z<~@f#!Kvr<v=gaH7&AhX#HiJrSE#pIx*r123dM6e0#d0>UpZ%WNBetyshtZO3sjK(
z5T$oEWvrI8J=b%sRaSBFCM95kOMqRP?9~Rl8Ph)9&+bjF!6iXw*aAwe@<dgd54CFs
z&u8`Z0Q|cCf@u>QV+wsW@03u~)9<zgbl=^yp1<kSG9=}F)Z`_#)HJ7()-;HxF1F~h
zY$|JLVP!T8e8WDxy}7=~J`@qm*}a)E>e_NPYgqZ1=m_?BT@sESlN78L;X3{zA~90t
zBV|EKk#aeE4*05FTR=e+bx@Mm`ih*chDKIGJb{BACI2_-*uyeIs3~t5k9f+v2z>RK
zq<k}zpCW3RRHpHT9HB|n6sBLKzNF6BN*|}z8S?5VQZgj%y{B&1`(&+_NFZaWH8etx
z!=GGSn%p-(#Du<G6q<a!B{Tn}=ug&^Uje&wB)el~LWeH-Q*-lU=I>W)xRv)6?Yj^6
z&HUYmek7~6)2F*FS4=m1TOE_MCy{c3pln|{t_OSXrGm5L4uuiu*M+-*-imMdEiYM(
z2m8I8exHs!m_3fy66V|DmT!z4*M^6lDyeQ>1U=Sgx4Y&OLRY28eLuKtgG&lt#Cd6c
zX_su-6^Y0{V(n}%?Gwnc)2@zXxuaA0Z0a)qEmCM#*bclL0)~4h2}$p4T@J-ge-j$Z
zy6;U&%rTMo&EiEoSK7S|r5g|$B=ds$T((`tyM?zV3O%}FZclWCO&DKudYqPTclpr(
zAKx{-L~pmx<3BuqU3hTZY$hg{ZwGbk+MSi=MC)J4dEZQj>-xp~b$?&~6uwZuHemKP
z`V*8a+nbK>S=eOQ?p>yDxn1K&{TnQwQQZwyD3<;iflXiROf~=PB>4N?-_oYPCGXZg
zqj&tcUMY0d2cHPwo$$P|<^RsqCU4UuqbI<^{YmyJv*=QbzFIkAr)V&@&`nk=vy53O
zNm63yyNt4mk)h_i>8DgxT{UOTxuQ7c+2A4&;7jDf`DbZ0YKdf#&k~cl)C94Sx5xDk
zGTHC*=)?zGbJ#-g2k3Xo_%#L;^IwaQB2i|Ld&<qcuB>wz*hKh9Qni%DHg4kc_A@M$
zv0aHXwh6W8S50f9Xg1p|p*a&aG(A-tujBUsiB`fn_to+#k)MNB@|+`)Rn7<^Ja_C|
zi_TZ-lw=nULo3pHuVIV#WBthHx%PVn@SGD2bCjMuMA1}R)pC@RY4Y6j+>AC_Gfj;}
z4W^3|HP<>`^BU&kzfRg!1)r?E(77&gZ4XG7r?~5W+F7*vx##=2I~tf+8kl(6o0wUc
zxYD)Q@U+-a@rNcXF%Rl+H3(*|eH|YEgL&bRL@p=kwjE9==?4E2^$WZDM+Gpt0iLbi
zQbC&q^%uS}jF?_5)if=}FONvs{-$4CmSg7D9vqJ*s*m0IBk_9F4xN5`_q@rb>8Re?
z)zu^jKxSed+JtRtzCOE-`Vji<K7__Al*SW{wi$h(1x=9;z24RT((cROwW+y=rgFFG
zny=BaUR?Fgb{bP{?M+@!n<rP1&GVct<u(U8D>KzUN}eM6>yx90Q@9zKW*SUBjP{fi
zKa2agG0qkbXx9x=a$;wj$s`aY5Ml*WTD%c6T&&ZT9~KkjzD;TzlmP_&OpM&={8_Fy
zNGr?z&bBzWju$i3Mr5>zQ~TR@M5;oIgg4g7WVYfMsINR9`mUrs*=)0HbfXMYd}sx-
zo$`vAiN8T2#@6(t9+5A{OiqpD+2SQ_eK}>KobBr>&0lufepLNJgY=^IL0QEj-fOlK
zI=xwuLt$V(2r^h~PA>E)NL7*Xe1v$I9YQvp(r58U*|`HxSw>i0m@K}Iw%+|&-svzs
zNKzSQ{`x^x8@e+LVg>{?y7mxTtT$PI$~gy`xCEMol&?>q2+AawE;Vgq?gONo^d&2s
z+=Uk3*EY^DRPgib2N7c>70P1pREB=2S1Q*qeXF|OFwt*YouQ+sFbt68m|sTf5hvno
zol`(hk?a?;&~E%yiwEX-PdOU`_AhQ6frfG7;`IB2_h6~3;cn>z%R25XntVjALrh0a
z`OJ*V)rin_<rvm%QE#9u)Tqw<Pgu$F2a_Pw1AnL16tBMaSQl@iC&%4iGXweA?-V9n
zrUL1*cYOMihHn%YnWIN#8qIRiXiJ7Le>3L2j;wXPZ2bO$eb9MSJB<{1iY(}wtsZ0@
z>2X~>yJ;FnxC0){r?MHDyOw(c<f1hz$`d59>2I(}Qs%@Ohx&gs--c>DaM<b(2ENb0
zGvf=J{C>rN!eDsDoJwX?TH6BBi^i#>;?!$J*zf#hrX~CGE1Gq<%8o{NwD@+8c)0rG
zF+dShz60wKxf5vk%1a?_6vQz}P5xN<Gqb=&q?CR_xJIk!AVGWWV3#JTe(4+<Nu2ai
zGkMjstwP7(7V&N9V_+W+-M2Y`UGCP^lWrcnd{hZMK;GH3q{ecYM_a+DUY=-E32Dd5
z2vrWK)+_H(MlSUGx5$hni-_n#GW2Ei`WQ^z(1@?Jfw$v&PqNZ~0xy8Db@WaO6W)l&
zK%_^pwlXdm%u`@wykDF);AMiML@<F168e$Q=W}@3XCtebTQtrl)lZ-3_ce=r^}Z~Z
zGp`mfE`F;c`<z0q$|v8g-16J4fX}{`&pR{Y>4(;BM*U;vM)Df2KE`R!4dvlUSXqb4
z+O4tA^!OE1$3(-kOwO&1$@%l%WnlH<T3>@;LYf!$Mku+T+==J=rU!+g(&vQM`}FOv
z=6Jpfk*8voFT+E~l~lk-K@Skhdg#1L=$gT4Pj!QGKIBfg3SCAB;nDse`%;=vM#x0I
zeR!vBL>d>Gbr115=(#M3Wv4?BP~2GP*;hDJ@XJ8tMLm}m9F&fWJw$}%5(W{#c#sHD
z@OXI6Z85h``N<+6fZi_dMD$gu6JoruKU-d3BlRz=HxJA~FAG=SZewV-mcX%g4?bj|
zu#!+?0-$8WDtPfRbFg1uVs4E<^8w4}O7}h)idDG{5QjlPi*{CG`qTGzlb&Pyy5C&H
zA-JKb$Mae@bfYcX619#!jY)be)Rl3YsPue{`)$gNx@y{lKc!U<RH=*T&#K5A&Vh|%
z1Gnh85V{x0yB7pMV$2s|#;DM0%Kp$h^?pVIV+8xWbfzaPW3tQ-yQz&9F?)eB2N|Py
zp{dek=N>(RG^@mZRyAW|*=%aKCQ3v032dbOZQgAqR0IPo^;A1+-v|$BG}5ac<DxK%
zY%bL{59H#EE`9X1m#T{NEmiO`aiA%A_QK^Hn!#Kc%xtGXyfG-%>z69*+tA&V_Bqp@
zVZL+nmEji8%A*tQY5uATH+$o?iQV=*rl%g)TSHccZs1b9t399_X#0pv0Y>mOc<k9*
zkf(&VMQwsmV03|ggLWV8Lc1R|4AJpSC?qc~f|swoZE<hW1B4Npx~Lm$s2Xf|8f@tJ
z`O{FJ4U7HUo9*0xxLM%;>mcWhhlzw2_FRtiQWbsyB+c;RVm#6802F$y<X3P;f?$m`
zB|fIcq^H1wD<)o;p9S%4s5A8=ayJn6v~c0FC9wxhwU9)a-k8|jEV5|{PD52zlR>ye
zwB^-*?CA>@Bxyo@_eGw5p_!z>@|RAjOXfG1vE>vVKQGuBuyB~U>kxD=q!rbwe)R{u
zw~172rx~)Yt8Js8R{Zx7wS3i>zCBAr&Hm_%LK*!udkNL}>Nw|GUrPH8)9Rut+(vWx
zWj?tP@RHi}yxGin;+IfXyEMn~6otXqb&A9`&xZ316N+T+y%>%<l;!=tr~9}zbFPnH
z6=2$Oxs@9!)L(g&eb`!`Uu%*ObhQo%l1&2)^l?VNK=z7V4EhM;7=F$oMJ@z7jF@Ac
z5jm`*`B2N(>hFTBIS(&pi#vAcvP(MZH1Q#!C{%fGy0rPdP+||2$KL6vu0HF0QznEG
zOeQ%7_v+#iITI!ML1aWS+ExZwJ%#i2)ka0<Cx^c<u2OiuXS|RK{C2c23Q|!#Y8rDZ
zTTSnbPRvCei>VZS&P!TTh4ICK7^wGBITLerSUvi_^<@dfmVaiN)pa0u*jhKv(0NgX
zwNdsLy4T*=Wnn$*uQD}z%y;#Z*G=o35|@Y$r7j-0N0#eNHW4)%!oI{44O5LLKQtC#
z7CE<DrnK^Wc;kJay%9j@3n-lkRqKbY2h9enivQ_owwi7o$9fUojSif(yE-l`tx>-+
zp|%h?z4^Jw!06OL^I4k4Ms@!M(qeAKWGTxP6>p%44tq4uB>ucQFLR6D(TNvR1(bvU
z*1;y*;Hg0<T_;rdG_;SxLt4rfhkjU8=3C+Quiv?3WAE?N@Y_VA%T)<7>t-5LGSogS
z&4iF!PS09?=q2FEt$VBXJEkQ2n_-FWVTUwnvnuIbL`sJ)>652>U&AFsdqL&1p2;!!
z<dvHw_cLqr{<nB0H;MXZW$=rONdk&rnnzd<&`;{bowDf=uFwRsTX!pmta4;^Z@e)#
zLQ|E|^`t585Y8>nC#;5gD!;|FVi<y_goVgnQYo^$-ARpw5H1k5drI8czpY9jJ|pg|
z+^azTnkuf+o{Q`f4u(nzWj&`2(xy*;23#PV_N0$1$_ILD`9)w+f^ueZgfa8KO2T;V
zeRub~<TMz=+}M~=UKK(BNDd^MqOHk%m*Z5Fpi0`Cj*R6S%vhu|fuL3?oeRcIaLY@=
z!rf=1=U9voVFCQidtK|tuDz6p{7heh#ZFMz;6Y2b`m>z&9f8YT?93$pY&WoO+3n|s
zodvQ!#?5NsO;$7n$ssDpf1#8a_MLnwxnG*MR!P1*fxy_&T0G`*XaiT%N_9r!$M5wn
zs8ll<5}ugwcYonQ>Qf-f$Zi*y6$K^w;a8kB-vi250c_=8nr@(v$|McZuJ^uXm^N5C
zW`{90zEZ0FN0%bR8DP;1G5xi(xe=TX1D>{G?%I<MRe9o(=1x{ma%~03n^z2tuA*iF
z%Ec;_m!a3)(M9u-r+|64I>GrA=?>z$Yn^)EPut+n>tN@2KPj%FY1so(x#zs{f{Dqt
z{FYP{KN6ia?#60A3#XS;wXjE4h`2B06nO^>IY$oh8Qk4H7TrKk^vhL(KoXFt!MC)5
zU<4S10^$w<_=Ee^jtT)NA^!fizygU)xcs35aN^A$krRN!sIbaTC;-r_LsTG~i*Oe=
zDq?~GFk~A50f>-{n(e|UL5VAYozPro+$b>spc`ua<#467Y+xIla;b=dL?70-VugVO
zqkv@mR^wnMx3U;DPl+ld!l8QOX|#_kxcWnaDDf8938kW@XAaKC$3R3Zjt}*(nx*kB
z>W~dkAbJsr$A0dbGh^Page}$93KQ+g(VG=ITPbcPTW~OIJyU2bhs&H`lGTdh<lXfx
zv0MOcmn<8P{kpuW@jb<+ZYJ04lnZ)i*P8DoKgxyVcUdBp;5M4VoOO<*qpg#^|Ck%T
z#nSSTN-)E#WxU1M{QHyKO;e?qxALC?Mg2&uA4)s6+k1NzCvAc8yc+rL;+o5tdAg;d
zOIL>0&^lnVd0FwY&`B`hWpIWsXrn{v6;axH-t{f;(jggc^yq)vdpQ4&Rj=QkdOPdW
z60r%~f!4V(AEgXJlTHC-`3XutcocVf7CH|M-oH^-uq}%AjV^i1t*C~@C}%INoK2DR
zL?hB4#KuDMXZTUfBjRXAUqtMwJgcNbvbN3=-RgK7&%&_rmR9?+gL#~jUGWiuuZ9$f
z1Jmfd1){yIhaq+GiyZx3E@lk43H*wA$mL<=!X;M@v~OQ<B1h}3qDlrQE#DrO&qNTB
z_<(<p8-2;w19juzG7>dv=x7o-2baE@W$6~>d28wV%PbCakc5N8Nj?fK0HWl){09G`
zB-b@po}v8RyMtiPi_2G!&=vhE4T=k`@83<)EJj|fb+<@x|J5QRPx6&x?3Yl-Mbska
z_L*hin-}F`WGz25`qAao_mRxqN3o>QMYZ;I95F2oYB}bsEcZXB$i04Wi~VzLr{?i|
zu?Ku7(MfLmL3?a<pLJM|q9J?{AnRqF5?Jbe>f05c;isG;cTV>ETZaJq7pvoEV9mEL
z{}gSIQl4pt*2_iOUCq;<h}O}IUMQ6bH4_64JDQ&c)ezNfAa<sHox`)C6z(5FpQbl$
z%F&h6_?bUvf>ORJ9X6Ckx6DY)e;@Ty1w2<>hW+*xJ?1O8T17xa?-pwauGPo+(?Rt1
z0S(1(qVmz!Wb~%s&=<4<*KD!*nSMkoo^B?OtAo9ElqxqLqt=0q7k%Ia{@``s{KPtN
zyy#je=l6@zLFaHuV2~e=Nhi>*Fy<Ngx>b06qp_(C^~6bJ2ptXDnkn>T8-ke!p?gGl
z6cY>v%Xj4PK8fsJhNe#w`rcAGg<!q|Lw1n^!E{JnbYbIf<b5!^3xwl@LEi7M7qEJA
zA%HssZDU0bV1Y0RpmzffU_8C^IE~(h%^Rr1_O_=IcsUS9^?vQ3hMc0VgVhDIm#@C{
z#?TU6C{XP_gK~Trg>Wb!ZzF7cAkB9TlhGY9NJ!NuUk5W<u2i8w{WBFfbTP{&4Dlry
z^MeYUm!Ga5Z?tPu3UZ4#SB8Q>o)37~h?6xRbz8;0WT+i*5ASn28U>RL4^8@N{w2H(
ztt+PLmiesSO@)H8^3omb=dY_BaSr4eVRLKGebBc@2?+U7a3VM&6rWCQtnqmc#{FVY
zCXl}mF&iaIgCKW4f*h_oFpXXBA-175G`1A&_f3%|!J?P#Wn27ugmCq`+0isckz|By
zV_Tk6;^r)TExN^9J-VGJKXK~HtoxjomskG9LETB#@301M9n1&wgJkMo;@Iwif6qWi
z0-!v%=zwHa?kIkJgcpNOAb*X=`-??^EGiKSdt&SwybwPgK+QPn$}y5gSoIEnydMYz
z@Owtw2o(VAfDKBq0{s@6S`h-2Ad(kh!f_zbl2g-h6C(uVBqfx)ZcF~oV;#I}paMh?
za0i6#ujZ9}rC0~k#QTvz9>reVy<X<(g~p)Hc9#3AjVOiY?=TRn5na19mfLLE;8lRA
z@H!DmCzS9Y)kGx{jR2>u6Dp1`i}5l+*E6RCyG5@tChG*I-l6;HSMa?sSxQ<O=1+1=
zw(n9#y(nS~fsR(;+N8>n!IStDXsB^aiKRC(n}-X$JSrNcVf!1VV^{XAmLdUU0{j_;
z4W-cBBAQ@4+$-aIbDU#ldVg{f7sqjY5;|&YZ`XSoU|oURv2rRG6ex49bKtZ>yDi8*
zWKM4L*W$^N5ggW0)@l;F=qR>0i9J}^I)o6)C=J*l$gkpN{K-l&yw{Ctl863P_BIsY
zjR_^4cPRUuPUuyTTZN9ph!EM@m#Vo^(KWl_A4}uK*Z56y)w4kXt!jk6*ytou{92BC
zhN2UZ8+V3g`j)reRHis#S-9x}C?yos2m%F+nQoNj8q$UNgh)!DXsI(%6_yAE9C{+k
zl;mqm0gC;PBP?V(zd1d*Sf%7bf`Y5K<;|FpgyNZvh&(DPZP{-{qJxmb@<Z7ighCNy
z1yWM14;|dSh&;t!o>v|^QkwLa2rDLg@R?ZeEw(yS7*xRJx?hJq#LB(ZdLn7?*OBgZ
zW_E&Kd5?Dfiu8wl;flU%!@onfTvgH($Fk1W>RnUaD5M1JCQ=fJ52LJnd~#G_ZaB)@
z>3uC)Ab5c+TgvqYA8PN`aO?N<m-Bg;{dI1En-~AQx+`>lY7CiU61BA`!Yl|!S?27H
z_!M>cd%O|RkP#al5>CVV!<^P$N_&52;+SYlI?FrtTV@?35<a8Ez@=-g8I}@qWmM5t
zQ(WjC0#s)gY^iiKQQsyQy8e<NYQm+i^<BXoOK0<=pHSTAHTk*x&*fjV9{HMG?JiE%
zJ%LW-k3P}?M!XNSrbC4vye^~R+O|~Y1^uo;RhH|K7yaesw_X<=j%B-m_X_(8>B*l?
z|2~!|<Y#qMkvYK3Cy=M!ZCxR<MljwfjBGE$TIzHBR!u@eGIsdO1l3R^HPH*~9O#pP
z_9&(oUZ!YNI&<sE*`z6}V41G@)3D`tovf~Rbd5>nl&9hs{(R>w#TJE9pFee7nLp!~
zx_R**5xF`#*MV!XWltg|Prw3FKeCm_>AkrY%B>r58ej7CW)}7*MU!i{Nt@W--M5kB
zFBH{V;X$t-H`1w4gd4A$sIZ<-*)g6^Eq@XCy3_gu9NUZBG(qCQtDka2Zz+84+pvE<
zToK*nK66AMLT7UB8lOjKb>O+WM7!a3ul<ub&b;5Me@+f()?L{K2Veu7MQTX)0zpOs
zpu}HR-zdej=kVPl-g&dQBtbwQSLMlfDImD*Uj<Gr9ic(~?(_~TSm9PV3OWyD5Ktpl
z{|S`VRS<P4KtoJeKv+yzocsCxFSo9B3J3@WAU*+@cM!b2_iTLOYP&JZJ_^7)@dtrI
zXXe^0FKkUGxrz*R<n7`T)qkBS@$xYqw$;p4d}sPmBc=L=gPL3oznN^-R5!J!x$qz%
zUzS};Bf;<w7G(_@zkY7#F0siA)-qBckYn$NOzs5ZU6Nupk`YRPzh8Vc@NO14#>x`!
z1<@uTZ)^qykBMgM&3xV`&i<pKMZV1a(%<S^sJcwAJQD(LcGw#WdIZgK8F35!epSR0
z$ZI9!AJWf_jdA=98FD$^BVS}yu6G3!)4m9EeT-AZxb9Hwj`&fUQL%6G5-Bc_B2Pm)
zolcDtJq!nj=6`c7&uQ-MX-=+m{4h7L`8yHPzVXTDo%a35{)dk=_aA8<J{F@%7NggE
z@JGisqkpOLq2kX$9XcM&I~w`pwtGep6Yu9AhRIQfB(9ztz$o68<c&xvs@Mepe)bRW
z9|R7oE2ALY^yN}O98slAh<HNd$p-5v79TlaU=VB&;|x4FM(q3&NnQZgx4T$(ciz7I
zfO8;+9b;&c-$KlzSj;)F_UYXRpB|bQe+o#PU)mnRbDo_Q|2a@Q<;q&`cU#F%uXmK7
zL8!G3_7n~P<rHW|>{g*U12>7^q;?UJ1mCAvd!8B8RCA|@JX4VAmL1^KWTYe&QVmdt
z_xpAFz;2Ub7Na~ab_r9chNXl^P6PLhR6jlGsusVYE&rvO$%e|pX8szDcgs!^o+OO<
zXUJUm{q~=5zs^p;4%QZk3TF$A@w)+bD8lQ0N3%1q!6JF^cov<3fCPnA<l~>&M>oBc
z#QJpMc`I-E-?k0Ded!vt0@9tB8OOo5gu5+41C#l+-XZo|uOh2zf=7&b#XR!4szXMX
z-xtL^wx?xLp~_pL2%wYYp(|-rJTDv64D$L)r#A&yf98Qg+6&HVyt`qk$V@ngv^HMe
za-qkdpk&gw_9{JC6H=`;0<|BjzSYv6o4*E{qMPa-B?F)ee-@DC#`GH-;)3PbN%ExX
zcL?H;B_R{4vhA+Y80hEv7oPXYYe?MrY4q=!{U4EWNKD~is>i*4BepFSu;v^n8UUjQ
zB!DS$7(Z=ck1}aWQ0_*)VY~iP@5Hy?h3;c=8H%OK6JW1<v2*xw>=iZFUamB1rtHS>
zeN>l${?NT+6-v2VIM$7Ia&*N{m@lfHBYRTPZ|3~&?_>2Jr-!l8qhc*l0ny_YlefUz
zL@?hGHFI1#<Lf63R8^m6Slw%uXIMiKrVOK$l2@I!6~)r8<=gjjUg@u*$NT0671947
zYL0U<1sYPnX9P<P+?6ShYj8G<Xn;63z>K=B3ohrzp-cX_$jcJrwM+X*S(EA!=%NZt
z&U3lWAs;scgp+%jXG_W@hhcu{x*d7@syqg|P3w~mf7^_1ro43V<<Msfrrvzp;tU_%
zHZ~y$f^_IQDp?lS&KRxp(Q7f~v)Hq}(UZe89?}ZdGAn!Y!*gUVUeDi+xtQoeu6ZZg
z1p8C9({b{Gxz?3!PT`a$dH87AjImMbX`e1*;Nj4eWp7d3itV<ka%S-``QUq@;5`~{
z)Q~x+%ylyU1vFx2{YfJY=Z=V`avNm{?d&2pQdb2!K{KY6@j;%=0@0p>X8m3E5jMFL
zhjr7MD6C%O%1ECv(uVomp=9OoIZ=brp(FM%+Wz8AJlHzYm=oTGkt@S>$~dVF{bK3%
zn@rbR@4jzU5vMi2+W`l&@!DpMv=H&lBCWq1xSUY2IeSxjs)!pgL!!R-g%N?X*=;}F
zwWTt^nTD5Rg_^B;^GWeZ7JgE=cLoDd`Pe1A$-`<iM@X@5bvpxh$;-CRh}#ZtrMnms
zm!hlF2C`o5t5~Ny`<9o*L<z(p3sE`8zH|~vmNx)Oi!=tyvX1MANB^8n*>+s){Rw*;
zhVTJ$VPJEY-@eXPR%lNKz#LUd2=ZIk%h?%t7a@0x&PzWG>TS_WAQd~$2Zi`s;0z6m
zI+{y~Jd0rd*#Y#TYZOt<F$^(TdMcOasJ^LZ_|&q!YqgznxLt(4T@TNu?ojlnZpu%d
zyjgR2wfL3oe1Cgh`D4B7j$4n_$;AB1>&4S8z>#<L-JkgKjxf1p()33rao?~JA+nWg
z3+I#Sg-7rvim%ksv&!a=j`emR=-y!536AV2ocK`uj6L>_=eyK8m^duyu`9&wNas5T
zHea9upW!E&mSTi!e^J-Q^;6^xFv*3Y-@RC=xA;1``ZG)k6yy!MMHhyQd1C^^pY|0F
z5Mex54o^d|A84V!vTox5A`k!|Ug%lmo+KGKgjfYfUwQ834+c8`NN2IzdE5zTNY#If
zdRK|@=bxe>AiqyKPaH(U6}0idMO^rqqYng11oriV!{T*W^GQ#lD;}tE5c71;KG>ih
z1)Oc2?qzQ*yY=*}VFQ;dZdQKWtdg9x3oUynTk+>JuT*vtkwot9gwXTWYRXr{Z!v6J
z$j_mhl*=lm(*MF&)hisrG2|^D#?Xz}R~Aoo)|~>N=7kt)&VlCYIZ;zBH$KS4lOE(J
zY6@+G#Zg3qz^D2=ClD+GXQ|EpQ2vi{V;@lNXx<xS7?~wSg+oMA%jE%Eh~F8y(fE6j
z5wCg~!X3}_l8abK<Sd05`_s|LcN%i9s!C~HFtYxXIu?g@Y;fh)y7z4(?FMRQ6Eq|Z
z8H|#hFSTP9Pbno#yi4PnEBfd}&#fhNZJm~0=Nw7pz_CUBfNhjq-Lg=N%@XsLL~X@W
z@4Jv=%T>|du%}-}v<wcSDM}e$kRBo;3MJVjrIO&=*y4on5NA&Zv8}1%-Lc)d_POhg
z`U=sHe<Lbjsw;tqo*~?qG1dpew)?{|H>R|n@J&>*`2J(@L+uA-1n9aN9>;l4j5QH;
z>Iz1{DRKb>0R{(#I-yl7)I2Y&w3MJMKi2iorpG-ULu-CkpfN*Q6mt%^Zx3WYs#8(L
zq>cc`eE<Q12zUOcVil~3ObCyxfe-qGyOJOO3`n|>u=6z|j}iL+qyyc;x=Dh(5k!$G
zqFdqEJo__@0u%^84{m_@9tPm|_)QMug?$|@7tBn#w6;81tRq1M0p1`Xfx>2~P<kW!
zO$%_!o8&GOf0S_Rt-b!lj59!F6)!0vJ8Y?}yqQ3jOr@L9O=g6Wx$BHnZAOjJ_uESB
zUA1;dzWGt~S^@o=<9dq#YJLA-JJ+uEQ`XII2iyzx7MtICQJu)GF_6Z5vmY<tc4KVe
z%c2(>s%`kNi+Nx&n-g5cEVzVr_1tmUpo^^^{e$JEGkvBzi=I2D{_u`LI}M%mMVLl*
zv9L7QoAo=IlXBAScK=;IdOaz*esuV9Fuh#mw*}16^JETari>#|05>g_Wto4_6GO+8
z#mm>-ZUsMCGI?d~u5)Yb&nw<c-$Fcd9QY7M#A`R%qsoV2Ie(BFE<!zp0`v`ZG^b!i
zZ%4m1u4&Kpwcq7!&0!In(Gg=q!UC%A|2p^|rukE9p!Bdy@x4A`{eifT$}exA5O)Ej
zM50(8qX%R#xaUW7e>|J(9rjW2Z4;Cg#h9?{%Q@5vs$=fS(8NV~$$>*@-vg87a%HtP
zX>s}X0_IWgq<1ZsIfvCXz3uRxD2>_`r6*ef*FpO~_xzhYbaoX#pZ+BK!Z+YKE70?P
z><G)63%wnUr4;j|yigZ)v}!U<R(F8IT%JrXh(|%=l4Sa9hxt(xAY>yoA1SzwgMDSN
zMAL%?^+)a8C(NTZE(Kw#SdV{YMsz((d0yEn{r<6^X&IUA5yjl9_k)q0{G)k-v`Dyh
zc<rV1yM~e<YY!2B-##upy?Sr|(1((Kv&Z={=(kO&cr0=C75R4Q;cbi&nrLY!N_xE(
zCIKG6LUshO^*PTga|6Suryx6W0!i9Re1~$8h+UfI)hLPwrR1v?4*crnUgIs@-ozd9
ztw<Heo_wG0X>S$9l`<92QQy9@oLt5_e$zz*QoXVyz3vJ=JOF0ZF`cOMm1#_Dp4)xd
zPDQd#$pmKYR{|LW`Iihp9SMur#<Ni>AlG;MLQ>A}ezu<P^Z8#jH}+nH$S}_!{-g>?
z4AGAk0-XCV(vYJ&wVk4e2e_x}ZwUP6m?p$J?%4JGrQhrRE(f`S=Xv&Xn+(Oy`XI0Y
zt&k5p`9|a0E^(%h$j@;eHAgnu)!15oXfg>wUUr=Fxv%Z3;U7_jDCCB!(vD#}#??|1
zzk+m+&Rog9vuXug_|JshipLg4X}$YvAs<NkXB1hkoN5JI>to>(`?s|rSq}=3+E`bL
z$NeiO`E$989<A&S%G3vaa~NO*S(hO%$K;rbN;+WOZ1YrBIXz6<3!(=m?M_RiB|!~1
z2V!W-OFQyW&4v~h^L=s1o>8V{Dox}+OlptgBgFhe?GsF>%S1ajT*4${rd*Me{H9*^
z6MxZeX;F$*QPD%ub&umbThmRFfW6x5cInZT;+WNnirWy^KDWBrHDKkFi2GCQB@T3w
z`$=xiJGK2Pl@HCYF-P1N;dbL@@@~MG|CuE8$_EK5+>1=$+j!DP)d_simnOgUI)DU&
zSLMi`KOPK1RX(oCkUy#4lPunC@}T&+6H__i2eAU9y#1q@<hm??=0a3Rb%AvLf{JVb
z&`ucM3ye(Xh5j69&ii5@4)Y)8L5k<Sa)95y6DFMN4M-5`+PMw=k`y~gTLl8)ZMI!j
zyQyHqZfRSS!iCA)sheJkdfSN;ymA!u(3K!xrFEW&LxkZWP-zc7-q-QBmwz`Cf&Bx2
zV{PtitO<?+9287eSgttTLMtDe>hWE>Zl&F^8#*T>+sj1&VX(?>W|EDsq;+G{mJe*E
z`yw7gKhN{C9k<G|UZ<*%Zr>(5I)9!EHT|is#7F2+@}AR5Sw-W=d{GiJwF`YkXuhY^
zych@|T42Stmw)O2mVA>3RsHjboNj2W5<s$+3;{_9F>MEa;fP2lzmTykyS)+*_DECw
z?7G@#A5HTX;3hgK9R3irn}$_M@y7DEUPAj9Xp;vFypl${zh&XOK<kG5y}cmWf9gY9
zs*EScjaMWIWm$`nXw86Zr*{OkX-XJRAI00u%AsjCS$vrgHKIzquA>iDW<oPxXqgtP
zoEhevtELgpWFubY6S!;dkBXD22iYM+1)6yR^k;fgnWu2GUfVb1r^XaK*++I+@V33w
zoJd?iE<l`vNSbOh-Pu#g$C%+9DEpwrAF|YpMef7UjHd2_Q-1h*aUyeNIdkcECh6ZH
z`O7E>(j-6o3i_iM+!YK*{h$d;@uL*i{_Ft><0p(JZm%369RGHu^Cgs9L=rR*HX@7z
z$pC|HDLo4DQTPrWfXEiR9Y|rkgb4G0K|+lOucUypN24jP4HCT#NvTj<dr7SG+3E>U
zT&EFW-wbjw+?iouNyjCW^uTNu$@8Vq3#wZ&+a-h}KapE>3Y1<#TNoPx`{W{!eRUGO
z=4TsmQMudU)G8B`U?#>()oZ-46P(eN!_1aBPWVZ3xyjPu;g^JsakT8km2AjV<UKx4
zcJ(E@;3QcL*AGw0$prRuAfD!2xFSk`Vq~k$^e^g%Ubbh%m@l!qj<t2%y4LR9JcDU1
zG%IalC8Jzl6hgTlrpAp+cSltPsxpK!sSEY@y#v1ERt)Iv2VQX{n93KYAzq}FlvAHg
z=~wZo=a(a!RvLdm>t~@6zyloe)etEwm3=_d0|Xtj-&%f%O1)HPI0Ypjk|KBA@&<Ii
z#)L|RfQ=luc!KtuHVqihr%L8)po==p;e%c8Q`OD_e9r5GqPyT%U5xp}6Is1%Piv--
z_No1mio5ZVxaU_fC#OM8&h}ChKWn<!ZA=irN^axJI84MPBEP=M_fom9-jJRX$Pubk
zob`hdf!YB3zo;p^ub}xdtKEa4-)Tri2T|6+kTfxJg12ojB($*^01GS_?KIFM)q(#l
z>vNYdVOIFW2T5hsa#Z{<Adx?rtZ1$+Gfvv~kP@uDxW*7SNU3@s=lAPo9aRZ?`ndBc
zV(+)kq+y)3ujsw0zj*Q*5NXTcSO59-r5(GYx*5H&_QFZ@7eiKLJ6qB*Q&Owkek!{*
zRZ&MO%S|F<)tkjrsR+hlt#=ZqaV+rLRubO_{93y2T0d@@QKO<G<^dL!pp6$^>1F;E
zNp$>?d|Gq5DNyo*%h>xn#mPxlpSF{`h40HwMYcA8hxLg19Jp#9P);IUv=II3Gc&zL
z_0Fj=fo>IvAe&}E$|R9y2KYs$w1+#fLQuD)ykhepB<o$1;WW$qu_F(jA)R#}I`eF`
z0gGNV`knTx;q`73(*@i?!ivStC?eJ9qwI#wB1z;|S#<2-XJHrEw%1)Q0%7ssC=U{$
za>LiG%`rq2KB1~-p3G*&WsxiF<7<Pg39k-~7q4P`LjRDYaL|&~HEZ#fW#^uy509Dq
zC!8G<N$|^AKZr(+1~)K^-Gs;V%*2)KV!2pzVOzRJ_0i8`qkN?!is+l&Wz^8rl&kQo
zCjHU%VVqs_E9!NnilO6>*>!Z~bGmbRaX#&^7iw`@@=QGZ&DD)R;W9Selx3VT!_JR>
zFUSZ;=Vw>F_Qk+J4<Zwms!LLo5;fEo_(k#fi5?g$T3{Jj{d3<WJJHYoHR(Fos0RB{
zOgTZBf?kE#@;esO4=kpV#1!S{Jh)<D0#B(Uy+EkvWJ{PF&6I!S;BbyfNBa9U%2>9k
zY1Qi=@KCvd6CdR11I?3<qGdL?T#j5_cDN~S1M7EjZB~Fihkj(Mx3#CmEtmh|l2%K_
zPD9f}S<ic}p^CQ@^@k-qp<sN;ZFGO|b$ilpa~OE)<8!>w`S|5z!xRA88jW<?<3Rf8
zKZ3k?&>eOyj0^H*-4x(~q2u}H4j>^RKK5vKLpy1M!6Zl`m3Jul!Y1;_FTx-|E+ni_
z!8ZvF6G=!x@s1}D9YNGPPRJGlvNI+GK=}L*c^)PIIrRhm6yCb?daU<t`wBxKn7y^(
zf(o=1&rU`+D&g6Fa-EVCOK)XIgtF3n>4ffty&u~bcGr5jR%P9~0F}*=LH@TT^^YI5
zHgK69ba6z5v3;4AUtX2p(EL2~EP4uRy{u|AscgM{-{jDu1Ev1PH5~ra(K(oGZ0NwB
z(v3km^ZidtWhb7Q!q9^&MJ*up6-WX?DJ&914XUxBi(#yC5g9=bn^r*Gf~H;MU!s5F
zXlHoXr%qSi8km~^kqnNl*(aarN1iN|rH}UG)Arh!Ev=wvD$}%-O@$SN36qF^wP=qS
zjk0g}MpIzC>X2k%|Gs&oc5mVP^mV{V|FRknR=VGC?Jo=6TT1)Nt*g6-ghK04>=lxZ
zk7>s;70AybQwLOnR1$-<B9OYU9|M$U?gH5|+<4D<1s-2m&Vho#*UzuA#Y&q)=3UIW
zueZ5wwi~W@X`7u0R>Fkku1)A)Sh<sOz(apWcHMRyTO1d434I4~{*J^Rk&T|b9X)0?
zfP{H08zXI?6CwZscb!5QkDYhu{alb$cmY7%puWtoxvSR9g*1*Rk|9k1h=h#p#@HxL
z9-_$as_&NRgo)$8!sH;hBW@ITi#D0pA58KhybkyFlcb-Je?57faR39s5lA^#iWk<&
zMea!$07b@Y?Y5@9oJmkS!wbPz7!!%B8y=iwr0X>Qd$(eClw6(BR)4jwY+`~vOLIBL
z`Y6IYMIvEzL!;o$5Zy*$Sw9tZ00p0LCw6y?FnoJKakuw1avKeoP=(n9B1H-1&Q1b~
z#;DQeOTJplcX@Cc)b77Qn{Y*FSCh6pseq(h+Vn5anerqt8&IH^zVReZLmfd&XIQUA
z;c;0Xhq_lpCH5UsJ|b&M50oGn4!%I`8BgJ!9jS=S&b!>lz^4JV-i9-6H~VZaf$>M=
zQ1C)s0;w}>T21IonkQ#VX4jym?5-LNqWFk-oD=p*Q1-!-;-ICV@{iO0iQ4?N{s{>R
z`)%?<e#VNI^f^#34d$T-`L}A^F?xa6{;*S^dp~KBL1TbJ<b}U7b<i)?oRbs-)gknV
znyO=7i$`>o)FJUKQ=vo`HZ|r!r|0^x;#^~7jJdKty)=4l@Ao}k6mybQ6lEHW#9oWa
z31P#-j##@~Gfc{yqVf^?cTkOR<{~DJtr~JPb(Z|H#J3Yj+1QNN9_fC$2fIQfhP8a3
zha2TR=%qe6BZ6i6MpG}yJ|?+W-`EE-r%ipt8eJ+sdmzdlwNEy$l&K2(sz&%gpC{@4
zVL!Q)l0~oRc{tc_-D__`TK#&+SOkSM%{`5<0keF{i%Dw#?j|9nE7&HZ`}P3p*8;Iq
zdeX|xkPU$$use)&jxsjJp!bzvZ!MTEkSOcO#m)Y>#g;f*tzmW@hJxc9`I}D5iEScn
zcsq408%XHb^UQnd8nKQM@oURBExx@Ysmth~A;nt2ZX8$lR*6Hs3r3p!#qPZ3M>+YY
z=>2nQAIhD1K}u1BfvM`yLycU5Bi$m^{q>RJdPw#S-)Uu%0ZwkKx<Rv!G`VKP%5^by
zyFso%s?H}@F9~eaZeW%-LN_7>x~;UB3wtOSj@uifUMCnP8!|Stq9F0}la*@Sp<gc%
zZG#DUaREV8)MEHS{ubX8iDsoKUs%a7iACcXM5{TKjRKQaDQ6Wz-k6DfS}N+}FG?vb
zDw>x$e%Kika~x;$SWja2RvTI?j9D$NxXtkFYk;3Jrsr0r*F$q0Z#UlhWTE-Fr-}Qz
zBT+(oU4>pPJ$<`X^$XX(a5fs(cbG<BxDMz9O2gIni=fN;&zUZG=;*2(xcIcEW9lQ!
z+Z`QsFm&s$8RWbt{6=a!^yW|j@y?*<ZEqD2Jg@&E{dAR+!hjRxXCZLIn+HJ%S{F^^
z3v3lfLjeIqroIV@iePRUQ|6eg`%{8w;ek<)@VId|<&TIk_ei)ZrvbLbJobpJgY{&N
z{3xpb+Jzr}{iO3Cx0%sFRZ-kxAn<kJS;J`QU3mIh-?z6>3d`UnObUoEYKwsZAZ(Tc
zrFXoW!M7}WwPeQv5N2nI+)&!qK)3Q|J7#*S##nh6vB@KLxsD*;V{qSrw^}5oBH@Zn
zlU!+ANa8?Q%tq@wCz<6O9?W7w?6qLhlo*B}VW2Q*Ls2|Y7(&Dl2sT*48iTI?&84_x
zz<f|55raTB>)`N+um6x=0>*=p4%H(vAD4xo9D`@NADzSPU)vGl&i<NxBq6(XAzwDR
zFBs??<GuY6)8Wg+)bw#yz57Nt^MA5S7W3&|Kow%Q6k5chC`jt?G+E$F4a%=FMWlzM
z+8G&3nW<OxuDDExLk+;PJu<yn-kJ)AhHC!UM==G%e17O+cIMHTJmSklX6Es@9r*nb
z3BBU8p&N4xKX(lScPj(5wUo8h%G%^c0~Z9KeL>JxPXmazBN&n`)Dx3D!g^iTAA7R6
z9}yJcE*%73_@gw?2&3Kr$RqMHF6^DFB0b|;yuMHl>C#v7>|vsR${G2NmA|)l8w`)W
z5CJ^Lz3T!;-2#LB_9UJSG4Dcs34cKmkVJ|K{PN4~T7SA7;tNAO8@S#9s!N(kK>&QD
zfD0hp+OQxW<9PQ1DtHuYRf;qt6r{K6gd#i&<3KurgV4rq;BGhL_4s?85cn}Jx|(xr
zQ@`!j{-)&1D$VhjBmzrcDI!7AOkF7Ri7Cb-G7WC`tcU=sDsn52-}q>rGooJYly)u}
z8|j~9KYMNmRSV=~BKcPzXpZb*r-893Ti~Nez?=(W?2uS$U(Cf2G>I#Dn{UlD=QkxG
zO7>U$FJxKe-Czp*TbM8*Jo;eCImLAD34gLnHo@<df(Q_F+ClJwNa6Z@lXC7WPp9jj
z9EH^gC^GH9$#b}a*DLa5%0=dTJuG)v-ygPCVy~{6h$@|<UHZIvaeN0B#Dp>)12)W#
z2=tfCt3AE-LW-tFlp=m$S4CY5v-O)Qk~?9R+I!x&(z-D({$dYCn5qQ2ouSHSdJhE*
z{vtx<ZwqFpdrVdC_b7>`e8^~H_D8nPk5n;ICZ;1IPLT_@GNp5LUU}RYWt-7AEZv2o
zMm!2LCCAdY&^_<0$!gIMSeJ_StFsR&Dibgjak0c%ec#1z_CE!#&h@wmSg-;&VLovH
z<j&zo<XWa(fi#=3U#yCCh6Zhr4AZkNfi{aRH-)473}-f5raAp`Ia7!GqWT*b*;cKP
zK4>D*N`q>|hb2ya6-h2jO=m1Mwd7WoVH1y)YP)gVE87K+%0R8U=ySb16lf^3_?yc0
z!CJVTJG=+mGID#uN&3^-ti$^vyn%ijq~EU;dC&u$_y^XSh$_EZdJ#2y(4Q&E@(Zg>
zP9QD1R4eg~I0KHh6wX-{*0(7SAT}LVExYNw6(~0urw`7Y-O*Q7_Z8E=vauPxVY}@K
z$uT$$9d$d@_AQBhfrrt5GP#HC)qjNCBE!I6d)I;LPrSZY)8STMVH)T|Rxc^7CwJR=
z3wN74R43kN@8NJt^vni#c|4fpF%In<9vgF`B>&ps?Vb?vQSHV^DBNd0WB)XO1AwAz
zf)U(#Zg|guxF`Vygh77xA`l_@97;$0b@cb0qMhv|;6jDg9HHm8r=%suc0GD;kzP(M
z&(|5?af3G<X$v>rMl1*ve!(EnQ0YrTF9@Un*J``~#4{-*w=M$;NIt3GD^0)H_FZBS
z5~X+Fcn^aE7B&-*0`8&2@slNe%=qnAI^`3%?4f1J&-`<WiPd!&$H~!CS>86uxYX3A
zsm%0M5m;3CyK>7LtslV_0C=qK2pwF(F)~W<zW6UqzK85$<`Tak5C)<DAEwSaD$0QC
z_B2S%pmYtbbV!NF&?N|hNQpE^cgHY<ASFmhNP`GUhje#KgLHSt0K?3Ee82a*_x^(m
zU5f?6Y|c6RxA%j_V8Z!~<#Kug>UxVXcy0DxEy3(5>pL;3A&&?4@sSHVd-V@uza8Q(
zK7VJp`eyODtHpRSH!2pD@%^$@cr=qUA*x@5;uIvo0%k_!8=82ZftnLxdW%U$GZ}wp
zv5|773o8&`SMBEdR4FE$10(>-N#`ItKinX(?QKlsKo{9OD0mxaq8^K&92}&W@-G7t
zR^da7#6*P02V+8qh&QE!f=&MYwKIJpEX965oeA0bb_3%3n`d{fDc^ei%Mr;-6Cz@O
zh!R9~=GMxZ?<)tm!HPe1!^R$<vy(fa8076>0yqpT+%0r<3O#-%R7slc&B9pnqK_x0
z5p`x7T-K<=hLWS<yz_G;Em)st*a*O0BC^7)a!G~#a7o4AhKPH7YQdKgY=@e5c(#LC
zpwxEw(;o0~Dh@tz6dX+C?)c4xND>tyUSmmL^^8xV%u?<1paC_`+QpZr#BktqS9~r*
zQSO<xpqUaF-%At4UN3#I_-E#;X$Ajl6r2?-yz*B8)qm9*=c2jJOBTZdR+YzQ?ky(%
zfOE1`Zi5@+j-MQ=xf~RsUBRyWYTV8lO%(X`GRSq^Buts5mOQ#lxF{`A(w<KZ_a0v(
zC+7!7A9<LA1<x6XEw`)@hUF{&9cH(n|0Y21bpZ~q;`qt?x|*Cv>mP}%>t{Q?*F>az
z9%=Cn1}6np#QzOCO3>IEU2g50q(?<p@Z_*N1M{XSfXy$un*18kWR)HY7Jmre>gA3X
zo_r{YgT5Nle)^?`QE$RaJ<=}pPlpe7?UJ3gSX$!xdsZ^vwgjQ&`Lt%~?bDn$O}YXh
zaUfxl&h~Y`MOuO`tX^2Q$l%MmH!qd<!nim&*()Y0k~~juEqBRn%xf)vo+h1w-cqbX
zt=P10tv14o)4y^F{|Vz4T>XS<&bM?nHKY(~xgA|59BoJ$h@>SEegCK@=#}AXZB&jo
z-cE#;R?(&)Udo97Z5G+ODW7{%j)UM=eFt+r$2`4t)1HM#@a(^)5fx1GUJV>Z(S|NS
z8S!%V(p8J&C*7Bykxy;@1Q-^~-d-C7^0Ly^@HF6Z|5RQ2YWXEmu0N*hw{^I$*g?~b
z4DY<6Pgz@2gz8?O)<LZp?<p?!X8ne3rJrioV(}9cKr#z3tce9bI_id+oZv5@Wk25Y
z@0B3sbTh_{3u8h%@^bo;n0uhntmv^ibpv63k>lj#qxkvj_!W@SCMscI>{9he(c^;B
zqx%qus7}6x=^FYe0r%q$I#{t&PX<4L3Mu|Wg_=NOtto!OqG)gX#~mPQ<mz546S7<>
z6d0|TktbeQ(56g9#42Pr53L4a{rmpp1wS}Y92gO`Az%b1JpAL+APMn}gI*GAD6_0r
z<q9T!v@$6Qe_IM0k#mYiF3*&LK@Q)Y%rjB@G<5kbID3_8WXu^1BvIl1s-dAl*>`5n
zI9PJhOjwxAOrg921X%I2AbJA%PH!L(Yn(6xaQS<q{YDxbUXqy$sJo3?rAJRekH0ep
zgTbe~V63$nFqW+G-Jrn7APk(f!qrVEAyr`ZW(yVLO|9sKM-5uEU|X?%-?#ogwE7@!
zLAJK-!<wN<*GwPT0+!rse2RLdB#AdRsgwo}NqGswX=%_*t9;a0XpF`m&M29lljDa-
z0$SF#{Yq+ddrI2+KGD)^CcYmC&{{P8l&Up4cB|Xw<*tf+RRozLcJTRYrtkVI4fQ6a
zQ8yn1>5?FRK8_YWAtd8rg>`i227mRm<~4JACPVe=t1awx)B;CiMU=bsFRNeeBIeVC
zN-XpCcrTAow+nxS{(d1tw<p0Oh)yAt{QC}Y1TgCSI-uu3$_1Khn7(u}ZSr!jEEJeZ
z$lB|dIl=FN5>FsNVMg_mT`=%fEA<jCGNczp_5KvX1jdP^fS)WOJAe;303G_`&XnCH
zNf8S9)ea%J5qO%CK_e@J(*dSKkBJFQh!NiztHs~*3!p;CuyTK99R$lrJ->~I>CKBR
zVKFml*7EEEDIx8bqaWE9_mkaAY>t{L>&?4!YhTC1A~@1RPC?{wraR+u1V}brnAZ9f
zyLP(mElqTLyhEW8YX%o>suo@O@Jw)7wrY#*d&L1%X8Ob|;Z@;VtFbEr0r8ZWL1f6-
z=3L|tE@SKy5Ze&B93Q85KN-OYG$=2a2=>o}#TTzb+~7abWtuQ9Xagk%O9M@CAaQPm
zReUmdHZzmSHW3r#2RLcFIsGMM@1DPkTYf_3SNKdf(f4Cg{tkii0{S<92>9d3xWDJP
zPiGu^S|e_#4l(~YLeAj#gE24+c}y2vY!fCnisb0$%|T;WopjNL-|)%fo_yg>dqXnt
ztsS)U^pVrtdO}`G@FQ26z$axhRo+s$BIf4Ym1F%$e_SidR4%F>E+l?p{i+qM_i5&x
zZ*43IsKRrA@<&85zb2(d+-%Hv?u!UU(igS2&z4l;!Qf<egCLe4DbnPS^|<!RBHCYU
z&GY5nnNPxu{kG;;J!3pL7DPBpNfpnxNM?P@QrN}6t2{drd6<JQ$$8$rD5SpyQy)Bm
z0wJ2sv|~HU#71_uB(ss)_<1thuBMF1V5j>tE>Z1sJFD76ZdBwwzc%}KOMi}KJm{E!
zdN+yev$sD8)!mr~2TpmeYuhhpgzB6}-i$r97&DF4e|PwCy`IXqp2jy+9$vQV41m7G
zA4re-z@zMl5W!c~1sZX9e@`a(L0DKW{pX;uIK8Pl7BHScbg77RHwzNuZSFsH{ClO#
zt*u{|n`&LB{~iPPbTnV#`u;KHH>cOlPc1F-k`?}UM^3he-}_wwsBVS6NM6xb-Giit
z7w+G1qj2HZtxw`%E9u64oGP!vH$KKqzIiM%qf+AGYM3!}gCD>{Zp7X_qf(@<W%bTB
zh4kN*(o^|mY49-rM(jN`GDmk7X?7s$usPGA8_3<X<p<>SFG--E>~DQ61{eR7T+2TW
zq{u)zSlpue4vusGLZS}6S!(xHTF!CXKrr?9cklKZwzd6?l@GBItCoNsrU3-W?Frp(
z9(kZQcL36OcipK_qsfjHB2)<dh5ziFjNsEbMs)}?MC2RpP2K9kW0Gwt1+#V>YT_?B
zvzT8%#==Vo+`wG_CF!sb@Z~l&ZoCX(2RKsBKkb?NYWOHM7A6_<6D*g9xzYd-N$>O2
z2XVQP1GE5`P!Ut&veaDPOnLxJJyJwLR+`NVDfkTS?Rs?GKc~cuBX73Wj+nkPPlwSh
zBKG?l{4PaWiOU)cThF#{BO&2R$Hd#MkRC92c?_>5_iFK%dsfnOjR6Oxjp+c_^Qp63
z2G`E$Z%bT{r~50o$(yrn<%-7(2aJkw3{9#-<)S)sz6;pHnJwKP)V4{ZWI7QbYOIbB
z7(wGXNZ^4cIlRr-EG@&zvNw=pX1Xx$^%rp}c`GDO!w`owy?#ew5cPZE`#lg;z$yF{
zuR&%d#*xe=WOcP(@bk!?QoUDQO>IT&E&HpyU9owtuL7Xz5EE{G=bj}Vn@k2yH{-;2
zPIgv(ZQ|o(TB3Ac`k|r9$nZFJR7g8in9pV#DVJmJY&p}HR=RMTiR9RTD3YK|8^oX!
zU$YJeo#>tn86v_LN)P%*=mAC_j_fRzrMWW(%n!IUwR~v5tg~WAB|5ARx<Oc#LTdk`
zU2G=ENYpj2?k0>HiMfI=V-+9VXLf=Q47(?t!j6G5*R5^50z*au4dPgEq#X1F^oTcL
z{iSAY?S-Sw?&9QlV?}{=z{~4-cB7v`FueuQ`D*w4z<%k5qUWz$fpDjClOX+YA|1MY
zma20B*<s<Dt)9%BoMm`+8m~myr2e*jGI2hL#P0(=z$}~WwFNW;4N;eOTmH?*ydNke
z-6><X&sy7PyFoU~Q5fjX1!xPPFu??J)L89a>ubzR1bdqHM%foM3biQ_q0;d_k6USS
zOs;)}86~iL5cm(P+n+VEzw$Jlz(v7PY)aGa&+H?}aD!i^{b_6?>%eYBjVu*3c!rrs
zj}@*77dewOF8=9HUX1+37rA{H+tNbp)*O`ZCi8~>RODsLP>O4-JeZ(mNEZj*26;ZQ
z0^-5Jsb}=TqeNmV<Nc&@Ve3n#;{9EB3exPr3)@r<{TL+hrC10{h6PIQrYw$R>hW=Y
zamDhq2v6q^RKL8(xEo*Jzu0Vg$hBgEx+B$$v;3Q`)i6?hxj;9kJ8H3pPuXJ(OYGMs
z7K5`LB?0_N66{2Ep~Pnv+38A;J)R$8`|VPuROOjFT+C#@xt8mnP}Vd9Kj2rlNdevA
zS`W4!-7asg3Vx{>+&hN7&TV$BW9Q@ARg0XA)nu(TyDl*{SR4^%c=ljk$RV{Na1)sm
z9;q)<eG#v0qdUD3L-~E7Py5~c$Lyvp$#lWztCCD1q;8?INdcI~IUG8g4U5@w&qi+u
zrA*vg+q}?35+^(!-(L2luaPSii9LMeCABR#R;xFI8!Gtgt4_sV?w|OtkPaPCy^)#x
zC>Ogul&vLKRJI+_3uXR**yf$C;B($$uO74Dk!9pZSXgp=zZtu>q890tNh;4M*4_0%
zM{vf(*~C*+lGZ`MqDKyJOhieudsuLK{!LFt1jEnh>&}aVU~SzLj{-5yyB#<$vk}M#
zJcfCiD9jM3vMUFh*mQr?-Uhpe&^BZeF2PGT{x#g}XMUG2XN~@Vnli~#tqD(?(^o~C
zwl;GfuG=#8cM%I-vdrnmKk9C}b*s5s7~kJJ1ROHl-a-^b?}Zy~N_VD>dpM3_)KMIw
z9>(rl?K`#MdFQPFamP}de(c}A65dLNSXBsuj04e12=X}`@?HZH@YL-fD|Ow;G8WD4
zwstu5$xG<*a(6kX(7BT+-v3801K*RY6P5Kj4cgJyH+84<ArM+8M6?SLUYq6`W*q3P
zP2DMxp;m;nCR`6}4IS3Rq+BEJvre7(h(UDvV2*q}PxuUU{0K*u025f^W^u7QjHSWE
z*)s3d4(|>3=B>47Boi9;MvF2uzI#f>FQCFVYI`3({mjMziTn%&FS{DMPdKsc!wSlp
zm5lF+0;Y^^2eS6ep~L``zTHB{c=KJ<yKx>CHSQO(;9=kh<>FuD|9ucob^M0*H|OQL
zs%^-_R;^Fb#j9jGhq@HASb6Fch;V^TNWQ!{`3zg6^w_;~KZ=SP%}jg>VT(XB<vgJV
zB}Y8tSHeSCIF7x*!7&VR7Gv0?qX(Rx#6>IfPv7-!@b^tZpJ5*<)<omeyuzIs#&t8o
zGR)U<+HmT^PcOyY!Ni!H?~&L8GL(i?>$*9L&+~me^M|+-g((c5axaSIAw%%~zV|){
zrS?!hMvti@!k0Rxm;QWesVG|dv%7=^u-^AK^)ds{=%XQ7WO&CB{RwC;gB;%XnF+1g
zcQml=x#fCZzwl19HAa=sm<@$(544d=j~xogBXR^p)A4D-NcgP|kaCz4m<RALAo{=*
zy8d<G4uOQnfhIy&-&o-(tqlEQ#-7uU3j{MF+kx$#8Z9s-A}}}gdAxreT79j-x1aUl
zFzW**Ccu@yv|HYqUQ#b<rZe!Ju5~Xl7_WDAc@BI^cq>35DSC|ZCGV%M^e5=-4}$#*
z_eu$t;Hee*CQ`0#h@>X|Qn{UoRHaSiFcACiJ#qvtWzMNE=VNl!L$m0m32{9E6kO4}
z$JitXs(tma=VlWEPFaQ15_@k6p-rlDAA;xuntxVYO7t^?*#4CMlv*}yX~`{%v8Z2e
zsA?$ae&9R$3<r4qicREP1cMYes~(#Wun?G@QugZ%Ps{WjYrqYIjNQ_qo3)U}P+tKA
z{-6=#QDnkX&=S?;_b`67z_AiDvrkmpx9))jE>VXV+88d)Gm`qLBIlK^7svwZedPW7
zbUOQ+;vg1tBcAFa9y76TiYk(wC4?_=S|ZWBf%bNcvy9R_4&woQ-CFLo6}6k5hPG11
zC7|3+PeUzIqm}xaCA*Dq#<6_*>xQPrLzg62!RDtd6q{T*dio1YfF#4TMzu;ee~jn*
zXo<wZ_s{=i(CWFV%BlPl)BVfmU)Q#(&m=tZrNy$=FxW2HLp4lT?W}Zu728tIce^ev
zzq?b{rmmv2=$RE(D)sDqZAs;OljtZ$O$};fneS4Rnnew^HfRzq6we~?{cc4)*B)*{
z+799<H?7Kc1{nO!cnDl{Ixc>c90?zn*#0PF%gStK7R=l_CV%(q$IRWdbjZM1z~5r<
zF_BtH*&I#OgR@aQr^hwry#M!LNI6?o@@1fT2%0i)kYDp}U`%7OwQdVagrM6ypxKpU
zG{jP_K*@vqIS~O$Qv(s+9SYMkc>H^YbJ3#>8tRrqa02>S(1pj@tWcblNN3%@MfLAe
zxN#MrI>TIWogypRs_7<XoA=w6yOp-(Ed4g^SaJHEsdBY9UL6|cSpQr!P{V$0=Co+J
z=lk*J;f^h;&t0BKz}fzM`qN}P3ff!dBY~OzT-qNy!nOQ3Y!dYqkUl&hUb8cGu{txZ
zB!H0H5(kpi|FcdXTmC2S2q!y-CxGfY6#&tr8+EB)O;FU9a%ehrqwCS!n@Ml^(6syV
zCleW*9OqFq!RyZ*oDptWmeM1E$@QqG8;}wI%xCJj(gYC%GGq}TGPw8yg09Bh^&n{^
zx5q`6Jr!{@)~PKanBWP?lZ0me{IWYkT3P9LmtQAKp#`3jscA5lXV>_|n1YwiW@|Z!
zX?(Nv<0wbqqR8^|c)ARc+JaQN-2q)7uP+XMcXS$0;5ljEIll27>0{{KtPN4!uTedB
zEU<ZHlk#SqE~(3wUE=$mz7Cyc5~Gfzu3U-1k5orES@K?|mIN^}1P6&N#{|xgXC-U{
zJt2T1HO@f5(9!gij7cMB;<wj(|97<*rBU~PrktPs_=}fiwT6sAm}n!Y>W4-{ifdvD
zeDV^0Q_jR&j&I>5PU=rcCL}6Al60T!!umzbIOiBG_I-!8g;1CsQrV#=kKWEvh~(}G
zzM%YE@MTxA2U>ku>rTSIAA$hsx?9e;Z;M`#i(bb%9@3>B(52(;GGy#>4_#5z3ZhKi
zxBGTV51yQW%5m{lA(g^7@<m91^8KoWsoEZa##q2opz8CazG4uJb_Oe+;CrDkWu-R=
zIqc$jhu|qdV*U&Wm1BR$z-mX}6G9V5paO(uCY1pgveIgNhgtRtG){-h^N|ENXP}Z7
z`vwiV*yynZDXSBZN(WSaUER0({X_!h4gLr3*gr7^mIfGjrP}QpW>q+36rwwVwWi?D
zIhapFdW3^rRv6Ijqe5}Z0qMRn+RtI@VOm7sC|cD|?u1v6KYuyEJGw$nD?&EXj|FZf
z;T7Jzj1kaS@vK&_AFuYgYC>)HjZ9FOPYCqL2n6=MGjH%8mckWn1Pn$jQ919hcXsv%
zg$AdDS~oeB>yP!eE{U3dP)T2^wiZ-VbfTGo6evFNZ#rq`;#wTo)|WStM5=Nxo@xU^
zR<`i6%pgGWJ-<duMk^43U26*=i36vHE193r%hV-4rcv^%-Czkw{_oVbJ?C5I&?lGR
zy1?D?oc=t&c#m;it_X*f9(jDm==ecP;S{3$>C-v0<y27?sc(Urt<n#&w?wu1v)M_+
zqKCty+?y;Vr4m!>_uSMj;sxJJb@eY@G2h$&G&anb-+mPRjPNu_O(;c7%hEVbwanD#
z?FTXHpC&^lh*5*tXyV^oe8`Y^CVJ%P2}tTEc6BP*U-l7RBF~{UBVa(Q5WUo**uzRm
z;}-dueSoU3@wnExw-uB@&Hb>%ul}#e3oNh!FT|cW|CwxLywg=J@6lZ1uDj#1`YM06
zVqBgK1O}_RsE7dr!-(35h)FVu2#f5CoCniGD)F~$KWrWp(4%DHnNh&)!~Hz!R-(S>
z6&@<5;NP3PSGz?Mcyg=$Pby_2OX9!KvCp#Pn5sIaB~Wz&nq_)URAAmZA0WT`yp;Hx
zmeNS^O?vg_@31mNTFdR<_!=N4*!r~c^zk2FuWsd&aKxn3+QfCQHDk2Hoss=rUIoMF
zUQZ}+(QECxmQ1L-nq%t{o4uCAlMp}Ax?SO>4+IB8zaez-fRo?xbe3-!>f-LwTIvT>
zPPC~G#Tp73VY!j6{f($T#fuxIb;`#Y!lppn`s5MynB>t)wk#nn^Rx-b{y0y3B@qjN
z%SuPw(sAOpLq`MN!>-PUF0)wC&Raxh5AcKJG;!AQE;z~H-s!Ahr|+>%@sdabLb3>5
zFu~llneXwr%`6L!tn>jM&KjpYQ!O-e;p(pIBJWfGa(6Ez+MyoWaQZv`vUPf9kxu^{
z$n}|TYB1r1zOR!Tg*}!$BXQXIxz{$Vdi<<lKYu(>Prp{frrtnbvP}3Dcj~aJYso{y
zBE>URZy?D;QLi1JY@5Sw@S%c3B&-0B0Fx|P%arp0ISvUX^BIUda0MBHY9&XvTgCGj
zH%stK@fl*wu$S|mHIUu0Zu^~zt-VSMz}T6Ynx60J;KAtt3B=o-(qWbt9)B22FPJ&m
z<M@!tAjMUtIgXZ4?Z0ArshvYka+n_k)7)d@Wea<Ng_#95QqUDPn#l9z0TQA>Oq?N#
z1}!izh=c5$KSF+7>ey<jIBnTXxCf$9DZAK!O4ULT;T;PrJIL}FSl?kN7;H~OOn?~=
z2;6ffl-%_5e?L~l@bYuuXx26w{2U7tjdccZ2gM>lPv?+41SDcIE8z~pXV@T=^lEq!
zJiZ9NYQrV^Z&yeJqN?X0Z3b*@2keAFJdUrqYCMO_4b`y0@s{D2eqyy(4^cV$kz1rh
zXs||&{G&vevJo2+`;Tg)sxPPagY7{t{(GSIWs+y0uO>u7S@hD>m_b#yWB*Nsg|gNM
zJ-&0$6raw19R1HrA@oZB5OtM?e{ba82`KJY3KNLibe!BjN^eJu{}{&1gXz|reWkkk
zCLt}OXqOEs`#3Na2G%E&uC?ulwly8G7m;nZ&k=lIjEyIP)XjZVmT7tKE3yxDcJq?o
zrQh}0f`me%)7$9>Bve+z$DIV}h$md625O5xW{o=WYe-C!PLHg<cd48g;SA?H!Lx7H
zRl|?9(TeqR@a;+{wr%|k0!EFKd1eY3s}Y8<A-iy4g{oe%DH{9~CV}b=?H9?*{O4UI
zB{QelK`~Xz68@~b=1RP$*&mrLM+OJqp5~a{8%$>XC?8A=c5sLg!#jVk+xR+Nwao0<
zY(nvvqqw=qtP8IB<gO&(sK-8%>4ObV{z78E7{#lNZHxqYhbd)^E{9}$2z}MBcMvor
zKUA;t$=P~|>}q&4^tA+NB%IEVVixT34y-Gn@RgRpRgx<C*^g9@A>t`J@HX~)RH9c1
z%u|^<FG<6^el7a^XPn}%D5fH3tNVZQWn}P6GkuzJUl_H3GL(c5(EYP0{DIP|e-_2e
zg_B3mAl`u6O06m}DJt|^Br9Pk71{(2VIms}(m>+FVL`+EPtap(h;T~}RqKp-!$Okq
z3)v^WVdTc#>|!dZF7>90@2eR+)#8%h;ielu$-tk=%u`)fu{?>EaDBzS@bEopJESG2
z?B<olB11e06u98A7#_vSo`kCq0|gB}Oj386#KF)ZXpd-X&<e;eGuHTSrpsfL422mC
z#Xz43;k*F;^ZwOKd<I;Qe+=PCrwwKx(}vu=e(i67tKqmg@tIJ6BW2g{px~4v6q4qM
zs@&azi7g?s&Tx;;$b+RZaN9R~`1eTaSEFv-j3=}1S={caE@xo+pR<^x<ppq9+~%d3
zmRMf{86j_?JZX9b92TG~ZkFVqFm-~#MRu9$MwjlkR6uO&jVtPNzXMEpND_~kY3&iH
zyH*Ok=x%J$>2%@I8rjB2U5?vB0cB@qI+`R}CfaT(Ac3hfH0iX1!G%d9d8&Ug3p_rL
zH)-3XCGGznD7qA~hm$erT#za3e@)`Ut!;}l5H8YBptR9q1z}?T%h|fj$|@w~21!5B
zl23M@J@3GRDxbVm;rRBR<2*GNTO*di&y>JwU^#-~rcB}5VZd=;JH@asFn;)BG9QCW
z{Nu`R=4&6lajwl{Nlu;LF}|_TBcE-0v#D4C%_V(UBkCWm67|O)*LDI~Tr(}2d=82=
zE~xhs4CL*d=6A-Qa#pJ6S51p7NliL(B0z>jpU4r&{(NGpK=jjB{<DI4k$i*T;_P@i
z4kEk-aH(noS0JSaBPEBN_6H1$Kt&$<tO!Lh5im%D4myQAK?~HnSrD&7fnb|{1X>z_
zA1S@zavr61gU^VIg(a0T8{$25-6RkK-RR{(V$UJXICN7uuuiZkq?u-0=&+Ci&*g)m
zOg92TQ_$!R;68<m_X#a9k(JRt%-?j~y2F_Au)q%ECfrk+39m32&O{*C@(XCiKn=gV
z6XiQJTApui2s;A}nxLcFhjKG5<eslWD0c-T(9VoE_&*zHY6tIwYBih&t!(W+amWg|
z@VzAy=>zY1=>wGqVof|Dt7tvpKPSufJqwyDzAKsy50`(WeTD0{*~iJ&(W7%b85V+1
zLB-LncP(|-twBZtID(&W5fq@Tpof2p52?#?T8EjnwNerZpm8d^-|8EH^@d3Lqb>&i
zg5Z<C<8LSUbPOL+(Y^*#?feY%2lOwhIvI&=NL}J-*AyqR89bP7zQIEKlkhYD3&U;b
zgI#ECfewsO%~E<rMxJ3H4C36%$YuWvo>~60E}B*{sv`FWb3f!=g6j^JQ`@xPA|CCA
zh|ADsfsiEUj4Xlg!>4KrdI#KgmSe|eo$Zen6!s+E1K%NpGpOgw5$`Y$_c@ka#@v%B
z!D?YDDev2(Pkt||CAM8aJYXln+_wZ>H{SYHo?Nho*R7=--2rdgKVaLpVBsAH-!{(2
z>`l6g7&j^ZNo@d6I;M=t>bFC7)}IVX#}2zAW+$jaY0;HH0f3PIDqt=2l-tb7>xr~+
znY;NC&2{TlvT<QO6McMb!Z-3={A4QS)-9u`s)?t?CSK8S3)ga|#qNrpf8SP)OVZ}w
zkj9i;xK|)Q=-)n2{N>s*m2FegRhvxh_sg&b5d*`gS7qd1h3~VJQHD$00?j}2V|lt6
z5B|rEb^Q}?+tTwehyqSvN<iR;#IGH!`=!iep$=!;ABFb0%6`#iey06cEbbqIQa#P-
z;GwFUF|SL-_+U3LXD3O^KO=FT$C|_BoXF=-(`1vOZM~vFt?sU5{@NB*VPgCK)Ip5F
z>RX5IL;LfnOK5~W(#7I@l*JH6mQg3B7z|~zf~ea2iO04>oX?|Xbu_xmnA;(xexeoE
z^&2hQ33tYT3KoU%7n0s*9Q&VI-BKU;pT6C~X#*Xn#6#lz+sZ-2fpwVu;drzsn9uMN
zzo)}JG2qx-#=?tdmJ_^a$A(R)`ft?lcQ#F%&_LJoRyuiRCi#1H<6z+hgylVn@pRT*
zC5or7^%D~=oQ(M!LDvI7{8S*13AzL$rJFJ(E@=PanlHcH-OtoG^x^Xm0m@p=HTrKJ
zC%AonYy|{6SWo-I%?%;Z_ASQC2tx*0>0iyd#xcxH0DPCrkIs?uRT4)t@ZNcN>~Ir)
z461v-E0N<)ua(XC^&pvQxS!;at8X4LVAm#d$A6<|Oq^n*0c7uMu@DoO8cWuknQ1&N
zaWWrg6KFmJCNe%1Q!H7)DJLd@%aRe$Hph%&h$DTtv0j^wnk_i~2}l=lyW;$Az0=8-
z_+hOr)ztO_S6<blLJjxK)|Jr|yi_XI{fus*4JR4ZY`yxa`JRW6aZG4iVwfM*`iyII
z?B}i2e4dfOlU>rPR`W19!Y&>OR)*C!f4)t~WZW;z8*s2RxRQgDb`|2@0~IcyGvq{%
z&1X35L-wihP^JuLAaldpWQ~h56Qmsf$Dou$IuS%T1FJdEq=VtI3i14c0R4^X`Bzug
z=Sfj+j!R%~WEx2ztM^$SiO-D`$QTY8vT%FKT0dt`dIJ#iif2`w^>fVR=G#PgP%ut#
zXb=X<)FK)1CRXt~pla778rP&6m!#^KLBzT4A$kBTH7_DQ^-O$9Q28c&x3;~%w*8YR
zAb+(y`+q}`a-*~ZP#%M1JNtTP1b%HWlkK<d3d@VGt>HS~w_87`-;OA>li+`>v4z8=
zc?IM@peNneFF(%ui{4II4LNXvyUCMEzjzUQ^V3p#_W~|%6pXH1*~riy@S(Y;a{AuL
za(T$kTCk3+Cd7C-#Ao%ZxFnT#nb$r67Y_#xD-?eG(1o{e?+Mr#Ti>1E4y0xCauSKJ
zn$Zx0hPT@e2xT_;!2w<um+#MCmu}aaYnsP6>i`qr246tQ)+&{7fLGFQeT)tnn@C4O
zv)2Mc4?=bY@Prnk>*m19V*;!lygki5m>g@C5z+5xRCF2%Z3m(6v<x(d8B45+ZAUFE
zr-!DxXdeGZEuGJI`&JYU&WLOWRNY@T@l_diRK`R%SJYSU0S3d`_}94aKXodk`u=x7
zoN>sO>CpzzKkNQR3L{Ior(O*1C7NHatooS&SB;@-%i(SEc6JP<>&q4VPMUHCXZ$?H
zw*|rWh66YL1)cjdC1h((FBkU~MW>|G;5M_^B30*?x0#~~a=OnQi+9A|)CI|qzCyq=
zA7JPbe4=xnQD}$GHc%jJtDeOk^*dMZU>=tg|L{GE?3~KMxfHDK|E^T~wFGXElyfJl
z?KEh}+iIW|2NSiA$<dqHD!OwN<I~gEIcwob*c3^Mq$`IN;Mmb^He+dT|7X7Ys5&0<
z&{#k-bI>-lHfr~da1g&XM&JM$Qg^Okf--%b(Ukv6-=MI1rfAW_7G@+)7a1M)&oIE_
ztWhWh&S$?@x2T47Re1gKYk~WjX#tgJt9S`<hEAneQQmJG?pDh8m%IUo*Y1@!3KoM#
z@u$X$k6{!56Z-IP;MWvCwwC(}ar?juBGFdFBM|Du-fVgK%Uu=_(Gc`FDVWUB)e1LO
zhnTiQ#(UAJWFgSDTB;e?tTSalexh3z!3Oq&Gw1W|n4lL6Yl-~nj`v;@B|v3Z>vzM!
zB(&(#?Q)M{6V7hL$8-`I`dk!8B3>LFS{v30+Z%O}A;fZtAjS&|Y8H?h{&o|p1owvg
z!%<GlCQpBB1^x41J*dG1l|((LuYd`xX7my$sY#f>{JIfa_~kD;W%eo@F=T#Pq-3@Z
zQmB>8c52Xg%*=El(hBTgrUaN3YrVI#ppLL(+j^(s&fnbBSZm+L-BfoabE^+^4a$<K
zMh9cGU9GDA$(-)MpWt7hLE9|goxZ_0^*TvkBbb?lITe7A9wwQNEXTiME@}B6LYqJX
zn&~E_D^=nv7~GU_`P-x$Z3ie^CH|o{(t&JC^22~At1~mKhFrGdy5`-%lpWv+_)5eb
z8ATfp3ciPL&BY5{E2!MLlgGkrQbt8?@E?#7=zNLCd@HOz<?({?Q{npV_cxDDKp9bg
z?+pDa9k2(VhwFN5&s;`3?ise!ICaY}M;5hEOf(N#2f=m<3{9dP>8KZ_glo;IWu<3t
z!Wrh`8E$ymK$fSVME~+m5KgEw38BntxIPwitQ>?$#g##s`r_Q+2TMC6fc(Kzs}uZa
zq`(|h7>Jo-vp#(j<S!5mt^2pEmixc*B7NmW{OUL8)o&6w1_35Pm-k-`puw{Gms3av
zOpm7v7V(xAEpwVKRu$u7Z|w7w+q7?ePX1-x%&@hmh<Z0&Z9f!|e)O>Ct*E)<54IQ1
zPcrO2+W9>kp#Kk{XGP~$R4I+bwr2cwf}Q@F%`SGUk~Q_ldJxl|0^?h1r8NWhHY6I-
zjU%4jg{4I(%B-zu6>PEBFUvpnf@jYHAPq~ak!(t8>S~eULDCc_y1-)!(u|mir}+TU
zqSi`Rzd{4lE8pB+!-uYpCBs@4oUsht#_pCqYXQ7u>}YKB4iJXyyJBFB72x|7D&xFe
zch*HB+LNXH)Nvv&Nk}hkJ|=3nYM|9ju4<PL6SDEP{J<*=^_F`U#;;<y{hIZ?NcV{L
zqk#B1l}2`AfQYV<$f>grY#h~{3~S5GpXzm1ANW&s4s5eC$#Va|y7YmQe5~!|Lq-25
z1p4g6S2jFk4fNpFSJ4z!^!#s-_}9sDx}|^UaM}s_dqU}KX}BNt!fQ6m6ZLg`iA8;G
zJ6J<K_Z?Gz`eUAf`Xu#E?cu>Eq=Ygs<F_a#1?TFKMss~rJY+A!zu<*VA3}9L=o!_a
zt=KR1pB<9?U56;o&Tew?94wbH{N52F)#shRrY%wJc~KSAG%D?pc_URXvvc-51&2l}
zJUo%y70rxR6JrdgZC0f|5^7bmc6jb~KoJn};<o3~8#lu%+p8(FU}TjHj|ML4b2_?>
zWF|OChy8f)KbbjA?zcJY!X{|d2h#!rez<R4{*#weC<$GEXk5M_X)YBKVRYSnE%Jmw
zkT4YR;PO+R8&jWPYbSqMhYC;kC;nSzCE{RXcm(KjNpeG8c2U*c64(3c1>whH$6vm_
z<E?qm{rgzAA$Dbp3fnqy)lK!t%Hx20exNK|H^9*NE+C*21S~BjUP>HCpI)IPL<5Zd
zul{lH0Bk3PzC(;WHf#LP#tdYluXPDfLC8)x)faqYH3r{j9thyU2xVj_I6kZ`gMX>N
zZG_5t2_KPzI#B9^e!B}L_>7eHs$)8lTjw<n5?&;13weSQSa;Z}{`=loz^3UE4Td`>
z8KV9Mok6tY!m?$UQ4`J+Fj_~XQzr@9LHv5zmz+?R3AY^_u}^}t7ILA232%!LK*@Nv
zdozgPz>Ng1niCt2!X`6Y3rc-O>+g0qMxb&85nT(90H9dv{)7G6YTtCYJ29pU<N>D3
z=a$=}lO*VjE{d%Q8NT}G*zU&Z=Umx8ty3(xjvn_=vw<@4FS3dqC#GBF-<CYIhsW1x
z#m1=kz8$}1FL;^!m;51??B+kI%Toa+yKY{AAXqs-1kVy+uR#I#2<bx}v0_5>2y4<v
z4E8{$WTY?mPSo<TDnqu0Y2IU~$nT$3b`YbI1UT_4fv4;X?6hbzc20w*qiO7)-uzTs
znBWwZuww5wj=3Oh3BVbCdi^p+1#}dZX6{yzdh_+;oEh+KpafXEApbFpKn(np6Hsw+
zI4c%<Y`p$Qb1Se4vbI5g9n%13Hu{_J&4lK`LcgBxeu{-~*beVd2PJhVEafp0`(qGw
z|1oX<A$|W5M!%KU1_3&5@UU-FH5$Fr36<s{xLWoH*lbmxpq3Da0D#wE)I+a8v1))h
zx`f0IgDe2cEmp3z^E}65$b?Y{J)Ant29jnA`DSm8?6g{eB%2|_xxc#eSf4_G7F-o2
z6m!uBL6tw2>}v9W>zRaWk!z9rw~)9cCOUX(FQtNWlla<X(XbI=Jj$`RO--fo)*pw+
zYkk*ENUTR7{oSBF9-K2{Si>!_hQ`g%wwp(*zKn9i_lesOo*>g&a3#(9AJLO*baTjc
zDBF-)rGi5(hJ)y1JKQ7`<#wLNgLxake{BNN7=f=9{;02OpBN6Ln*54`JrUBkuzOis
zhEgB=AnKfYsCa7k;L})<K$;HFWO5`hJ6Tm-W~Hm=o?mNndnAyrSZF+e=|x;@<MC2=
zkJgArlVJfLYxBt)Uaj)7TmABIfun$sv(`>1(>VrRsZJ{F#14%*su(t`3u<{gg>yq8
zJBDAM|3HdP@I%3DscTt1n}ZQM#|2AOg6GSfr+({>)i(O|)eYmmutwViD@Zl6B=6x&
zKK+a5|2AER)WUyw2q%%o!01uZy)8m>?aON6PGOSw!SRR>NQ^QT=FI8il~u0HI~%n)
z&(S<1gX~SIP1gKb<`Eg)VK(vLL@xd*qj~ChiRK)M(2hx!BB*k@vYA((_KTY@Jd>HE
zO<2Cva~;cXe=Tg+T8y}E5#OZT0MBJB=N&k=FK&8S`etM7wk%2*6*8O|S8L4#u0`Rt
zysd~T3SO(@N^E^rz^}*dz_m_+bhG>!RvcK9!i2VeQ{!yUVfNoO763v1I<(mIS1>l;
z1>{}c{?~F4m?`)oQAyr-YAcK1OQ4Z8!^t~}O0A}Bsj+=GF2?^O1r`)flv>>m&Y&(x
zxaTqkiV43ZZn!I#mL<SpdhZ_pp5$zUx=$Cq@R&C-5~qqRCFq_}R#}1cY<{Hi`QusO
z^LwFE>3xH)BlL$mMCZ==oX8S*f`M0*#Ffrrq*JIaOv%_w$zuI8u(F;S%L7Ent9uSn
zHyFJrfElyF+aaOD{H3`6E_RY%feu4{Hh}n-KmsG^&ps%90BgX3I-rq2*R+uJ(qP;Q
zNcaGI9nx1z1(*k<Sf&t7jKI3fm*9tom?`*tzwaA&Yth1(=#wP0-R%IH+tBe27W4Z)
zD+)}XyE=_FkhfrVL^)yisiWBmy3m-ouRqJO$|C8mx}|Z}cn-o=gQfF<SECHmxDpUt
z3w#l9GIfE{)$%h|HM;ZPOWXd^n5AMy5CLVcg{ID4dHZi&SM)2fuD4G7mi*z=V7z={
z7_f-8K9+1+7mp47yqG%NW>$egV6_q5jg=^mtC}kxkJFa_jWwxAjeT&Je&p(z^__iI
zK<xIn(PZ9jXHwTUCt=5}H^s%B?$;L=BO`oR>`gOH#u|IOnnp&8=YRJ=TYTQevG1fe
zMtls9eu-IAEybn6da?q>vjQix#5X@LZIUeR9X7Q8^|bUI{NsMy?!IX@i`B`Uk-;}q
zSgFkkn>_#6h8uc(crs!5beDI|-B{EJ7l$R`Xk?6%x(iC)><)hhQ!aFUKQI7|3)j1|
zNKF{(X!7!)RDzNijo-H94F8xYf_#s0S&bG~D|M6gNNO6Po3i+&X5gOv%*iN$@&UQi
zI-#i#X-Ob~Vd57;o!CZEtWTE6kWon}4pNRUfs+7bN^}bwy9uudi|V<4C*dM`23l`}
z9_X7PJ7=*@K-`arlsKq9tMg}KP=Vc|cCgG!1G^6-J3zE(O(!aJwtaXzS%f@Njs#%T
zBYUB0LnS6DQ`fD)vfIN3p(YTNs1g#Y5|XSE3O&IN-E5~BfgWTwxzB8LKkvOhqy~a!
z(g(0Vi_d50nww|mvbe7-+$^EmXKd)86YMikW{i(!4#5UwnoB<N!`;&rN++)@!qDaN
ziH`7(LSohWKPF0ybOuGkBzo<?`5@)Ed3PL*XQsN;ljC3!^KWL#HE>dC>OO*(nA7f&
z4M#x5tN~y0a18Fx6OtYp3MT=+ez|o<`)R9>ZwgrL=1oE_uH#rp%H*Go5OikW8+b8X
zq-(mL>Q0UZJs&O$Oh?LLqnL@FSI%K0Vg=BJl!NCXxtQ<PyA>OGPZ8a>WL(M8ymjv1
zZ&|JqQTCx+<(#YPD48b}5voK6I8K^&jr|Ck>|0_#fG;OSG265D`&OwKRc5|4gZxb8
zaVWO#Od}V4Qn}-bpuB$#o9>f*$#wBdEmT2XtI}Yeto^G{i!jHD$-)+@=?82xaRd@k
zqqvaP-&#;Sl{;7bYFaPYx_uRU7-ynquUSpoN#+lsZ8DSN#=s4Od`d=4D;ah0pW04R
z=r96*xA;{|#EZMG4jT*w`!kT0oZVrmI$y^iQDhLVBEh37JXbq{zdg_0cVmFWUJ>pN
zN{bmF?Z5TPF+d|E5+C&_dvcp4(<Yfr-o$i6+g!oEC7)=B=Q_(M%znKN=hAd{pf`Kh
z^LT5aNFcA_;Ww%V;U|g3Y(;K0`)+EF6r8tJhfN#T4b&T|{!9-DM*k4``Sb0-;M2Kp
zc+=#8%6n!J6^*aI^vk&^taK`IJLKy${&`_eDeyjXF_n0#bzCC(BIKu*PB99iwHr%H
z+4P1L4S@IHo9s3a;`e<u5E^>kgd%ma3;&(hxvY-t^j7lZNGdCg+y<kaRT{SAX1uzV
zUF%y9fnVCtgNA;(hG9q}_fsEZt6NOi(W=_L`_->PS3l#gjVm!`=TTl1pq4UcL`e7M
z=ft;COFkC~8NJX&+z|+HEObW&r5nechda41@_d6Xpza44pg+F(*Sc<h=JG<-xz1>C
zd7*!~j*h0Dhi7WH7D)w-K#D=AmfJDlk9)Gt&e3ZrtW}NXXn$|w{_vIwSlHO-wh&r2
zWLyNyn<W_Ljl_-d*OVbRA`M1_D;e(uY=kX^TO#}}O%-L7an^ifnF2NFOyj5`{JIpW
zy->eg&mKoeFI?pf@Int-cJCI&{HfkaCzfGSfsMJ1Pm|6*@p~}b$!^DwCM83)#V?$0
z2BlJ4$-xBfnDKwFQS=Q#-qw!Cf2*vU*{cveYWFp$1#Q%jIcftNHTz=e<Z!8!uK7^6
z5I?ri4^+tYHGlAKJYzebkccx56UK8$;<v<97j)8mxPk>p*J!@q(>~}Mp<N;6_$)4;
zqTH{tD1gyzhX(b1y649_)xK&LkrHlW9?44`71Oo0Q9S$*u)K3HxjQeiLTf&d#=tT2
zZ1|0N$W~igs0kXI--xhU-$IL$VHQ=7J(z!LCrmjiz)#L?Adk||3{&9x{&$?Rpiow1
z-LX>I40sNK&lgzR9<CRr)G6quRMuL<8W$0sA%S*A&31IRLDez?oWCH#D_(^6QhrsW
zO75Xd?%e}K%@q#7M}yY!usXA3M7TZ>|AVK55A*No4q>A;XOPgzJ*901Q|1-=58Fg{
zrUCJtpv&&0k9Wq(+o0iFnDZ$pNIF75s!CF-3d_{qDvTK%4WnK|b~4YR&8{a48Xb^w
z^$m?xe(6y#WmfcxBGY_3l==((6#iyDCtL2%Kiw=6FNwn*5ww~XhJi>d9oZQ7+!Z0l
zQF59@DFCm@oGHoXSZRR_>3Q0R>)*){zuif;K0+P754fu1zxC9GSbB=%T_{LzNX(45
z{pAqR{-IuQZ!8mcQ}Y5#K-R|e_(g2LDbrCEP0NOK8}7b1mpY^|zMYgi|GE4#1BUUj
zz2XKp9@O;=V-HL^&?~>gP-cO^bk|)wjViOL8Z8r?Zrq3p<uhA$pxdQPf4H;(St}BM
zQ>*v)S4;|<*lD_@98iTT8n`eS`Wh)WE1WArZ_xkg+d+8GZI9QN*~bi*?yJ8!*lBfR
z*K_4|M`@o~tAu4HeJYPoE-tC!_2<-njyDTFcWws6sc+GUZrXNxnI{M)jUziBN@CFN
z9Ut$Scg(cLTTZ&Hr}`HLItAGz`3S6$5p;2&F|^1Q=_`_Hf9!_H|MF!;5md??x$lxZ
zTdWcy#&V52!H!~+W(t0mXQ=;4<)`3Fhdt-@6VN+L!S1P(uTLMoLn>dH1ZbqNEFj~s
z)#<`h>WC&+6`ozw<S2)b7I<pZ1o2)cazw6-B&BtF_KHw!j3^p%_X^}r|0*@$<R7(g
zqn#~4i`_$+RQHl4I8RQC7kQPh-jBX#9{>7Mg)4s^sGIZ#s=s7TK#MkIg`L<apcNW;
z1dvHMbUZ$Fr*Gu@8BrJX;H8K0z)d(NV7Q%nEvy_i%t0DnJoWVQ+<RlSm7{j}XQ<=R
zT$ORcb1JdcCnv-FOGdzamMrz=-OY#HzE)4hyEl);VdAIyv&h`@Vt$YJcbk09C}&m)
z*puZmhuNE4;^)Q-r&&n}P<g~EUl1ho=fb^qDCFo)Vf4Ng3z4%8Uw#X*IKe&zfv}M$
zy?d;qx(@<(0uDx-2>^#~>{^@%LlRknen8W9j_rnu1JdExsMQDQX#5q30Fohu5c=b^
z_x%nqE|Nu1aWdh)?#^Zbul%b-gkCK0gCqQ4+V$HrNsTc5`h6;jkJ1aMcbn7J++ygU
zchdfack@n3rc}|~tp+W~L8IQ*NuLX%f}~MO5bV42iMG!I?)rNDJ!HfP0bjs99?rZj
zJy`Ox7!9<u8iiW!m7UvZ+&wL9?hkJ|^=pn#SUO6dcwVXw`lfuzTj)!gKS1?eVpN@i
zQU*@~`CuN)Ji@bmHvY8MvWYj<-I&7&7u7y<6YgG2hQ=8DB>efK@f{(?$oIby(sgf+
zY-2flz*WBC{T{Jz934KHSjq~J5lHMZe(ci8!Pc!RW%A?6+AB-7?vviB5?X|mK1tpl
z+Y2vODEg3N>mruQRWW=HsyXka<j)k}AMbY~RnH_D0Zb5a;*-t~44rxbK24=(pa|)q
zY5uGXsGwm;5FfxbVKafrR+UReI#f#-NlhuuECVq+gotXwHVqg$9wJAE%~MKvN2lJ(
zBC*{t|9GRL#E~JP5TM`Lh$h2`Ce?^0(}*TG2#DRnT|PJ)tU{d8Q7;TVr*CW3ukC4Y
zQ8|;%B^W3OVHz4gTic(X2y+&10}`ZW;hZ~6B@e{JRf@R!c^u=d$(8TR1ZCx83UWm0
z8@m5m;?fvPiVazC<tPSA^tNayZqd}B75+PE#brht9`@hh3(HP24LgxN5Z$otL>Et|
z!pixC>t`BgS*S~V|DaJq<>TGDrN4^WRce2XPz~(Bg308py#c)Sb$AEf)0(c1i38P_
z%JBoZKg8pwCK_CxzpUDfacSM*5d<?e4!6cL3b)=i58U9->i2i@3b0@afh0Co#NCO|
zx5N_68SAt;3u3=>gRx3FNCb2p`l$YB+lD>2(;KRq)B*+^!3#Rw5*a!X=5y73dp2Gw
zB~W^rKpKnyef@2O?O3%qVnF;;z_{rvsz5ufoGXfE71-OYa0NZB9P1=cB^xr88dG12
zNsN}nVMK1U;Ps8i7KBzOs%Ac3N4XFjICg`dcCJ_({Q6LFAO;bR$a+9L_hFQI8!|=|
zN|x(+YJTqm^f<N9EaJ>>u-F#Cr9il!^ez>VWELR{z%%QQZnD>|+NGH`n5~(AAwpdr
zZhvw-%zy8(t*SCTpkV(5#jHBsu^pq4z~=W2h9N_^+aO9R$hTfqBqEWgsrV_n#fH4R
zW@KERY@uFAXl`0g9k>49T=hVWpm^i|O;(<}XmymS+$l(nV^izP?E~>4Xq%Vd3A#=0
z9U3Holt#*Z-S&tY<`06+POlywoWNn!hka_E8&<1C-o@2oQwm7A%W@zZ52@=|4lHS1
zS9F@;MV&CDp88d4gDk8eBa@7Sd{U{;w^J8<2DYfaHWzv$u)8-wUt|4$xnDfW=tY-2
z%7FT}xNlNPlyPi>!~!!sTM%z=-nN`8Y;J(KyriN|Iu}QEj&4*om$Jx^CxgJmv~|)c
zCoLs_SOsAPdbix}WEFpAL5>ZshPPh6;KS+w5&MBpIurOWUfh^{0ltFcNBpxP@=VkO
zIjBrLd@}wE7OYb<Fr!b!Z3JAp+(-ZmCwIFAUF?jrrb`Up!Q==3MyI^{_YVZ{y1o5P
z?v{CvwZV+u7Cnixo3-&)D$;g7>a1KN0jadcosjwfKzq=o2ldB&ndhUaRZEHb-p!v4
zO(c&rUI5Ll$1w}LBuihGT#S78DT+`@Z$>SPj-s?PwhJPyJvM9^P;5XkLn;xFZZP-j
zp*v{~gf8wE`XSwaXC0ksWvrl?Gq}3eAUIfLFYtB4paN2lNM7(IHKv(I3U>Wk%JDm~
zt++}HT%gZfz>W)?@}Ewru3a5_uY0<*?<)$7K3E^ShB6buPC90Jh;TDfBs7s24LWZu
z9HA}BfC3dPaLy4ZJ*}a*umMz32<Gh`Xk*Wa2v6z{%bSSmwFZLq&X^U>&wvwu8x)My
zeiI(Xy)TLeeOkfqVs`%wCJqF+_#g-lT2l^XD%u4dI^h+-K@0eKyL#HVdioG{EDTI8
zkRdYi1q6Rbw>O{_R*;x4pwXk1&KB-heSHV<t8=V!V5{WtAXo|}YL)34AV-{f`<5I+
zqG2g}yN^*hz)KVd>WqTZB>z&+14oFSfP6t_WmN-i`4P1_hBO1iyi1NrxrESjciNlA
zz;oQZrucBp?ODonWQe+ISOd`pbN*vi?&%cT$6FA#$Rb7Is;(8tETk-MH1VVFqxj2B
z2pc@F<T(xZ%QcWx57gJ$1E@a&m>>dqe8O5X0n212!zUrFp;7F&&ThTpc{V^Ccv&uT
z5;49iWxvj%v#@09o~$EopG)*1!%i*`3`mi~8ORd__X{Lw2UQE$@r|~0ynsIO)Ge1@
ze4|8EP58U_onj*WlU+`oRq_2fQ9`FP&}lm7hdf{#)LHx(Lyn|-ApqnXE@PZ(N9@)_
zv-ptH`Lc)Hcy{;tc|1HtV^y|gp>_W=8SSQyK*eo)3=aPwLw-JpwgqV^5<Ln&&EWIj
z5tSl||FCTu;iE|wp^j>wyEiibFf>{>c?7qu+#|7O6pc+{+~_J0i@wR0C+h0bbR~Tq
z4-Alk@u6}vJUUxk?>C4yA<{$-YC<xtm9MbQh4PQ)#k=G^=x@O^a)uu-3nlZC`^FL!
zF%9?MzE&^^(4V+rc_||%CRA%1u5OW6lJw{Y*8eXuq<FrD>pgKBQ*kj{kzjMF57Cx6
zl6F&kek@U;j<q`Ex>6r!LqUtd78<D@e8|z~$#3}Bi?V{~&OisF1({h^a1<pM3P&}n
zv>J^I$mcnB*u%j3E3Pi+g%<*wVd;t#rW+1rLxewDgN&$q7^M``E9-u3LYXg3bKf7%
z+&p(W^IYBoWer6yr)T^hroJ*Ls>cnN4vAfqt|b(d4gsZ>PU)0xkVZm!=>-L(5$OgI
z1nEu@X_S`kAGtIO%kDk?@BMJUIis`VoSE~U=Y8HMLIou5RQ%9Bey5d7FTaiDW3-SY
ztGe@;tG@7eRODTm9-&@ao29n-hmxms06;o_&tGs3cj;ORxHp<Y_K$6$)|*Z;JP3C|
zSWr~$+c{vP!+Zh~m#&ts&-3nJQ{MYVQXo{>?HY^~i4d>?u}R8}L%^XodQ>^k93^z2
zQ3{CXY+&^c4>Jkh>L<DXwMKZQPl@UouNsY{ZaxKl#KH6cUMHeWj~O`HBxH|&hL8^D
z^k?236+ig8fF?Gt9X8`V#~;{3GQb1{sQ$Jee6-sx-R51l+1uRR7F{TA^PiYvpNkJa
z(kG}gw)kivBj&(CvV%Ve-Cn<YPjU+K80YEg&4=>}<RQu-ryQCA#qUZ9Jv2@_q&qK%
z^)XZWm)c)~U|$X*^iK~Hmx7fY#J4||-%m9_w~*~29`F;l%TC_Vwh1kxd!HZbnQ^eE
z|GvJ@Rf^<YiUW*ihJ=6lYL4``O{<4H2>Z6b#Cpw~ydaP-!cpz^!VYN{5Ib7mNKuCz
z{ciPuXCk@jsg&F`UJSQ*X6=(F`?5^cv9L80CLf7ISaRt-e-dmcGf-{WwCxTMb0vrO
zRx;TFvuh%82ST3k7SG1sW_@pZ<MhoIM01qSLRt@sjlyLEH$LitP6PiwntPYV3G?B$
zj%Y{L7jNAU-Lot^I#)^)+k^ngNZ0lNLJE2WNI4d!y$;_#T_`=xDive~*wCh3e2iNP
zj8+B%;=)YQ+`tfLU4;J-@QXwjoYX|%%ebT<kSz1^jSx{5an$SKl0r{5#RjrvwS6|a
zb^JO9{*A|%!?e_u4XaBTrWJpFbyS<<?K9Tb{ereko3pgVW%CeY!mdQWsz+LXjY2>f
z6B<L-{jcITA=8&n=7x2rA;DOoR@i8eX4P?0>}QS--e}n#5P}FTWi}T@u?z*{ZWH)E
z9eAO6!DjcY4nZ6Eecf6mnch--3GQZAVj>|mTcNpCa+waMIJZ~it>BUysJD<l;Kmla
z!JYGKiOxrfJ%9PVUtG3KPLftZ`>%GwvyVfL_ED9e30hNB@kxk|-jMivL}3W4b_q2)
z(({UPL2;>nnVXzr68yhYQBh7)0TaxZ%~C-tno3i_?eFtl4h%SDP^FW;VTuD&u%D%J
zIkTgwW&>FeCtK9{f3WFZ1vXnN^A9y8SUgK{K5!+m9Oj7Mhm~&roLj}<R+YvM*BMHT
zgEcUq4&q7H4xOWo$qK)`?+zBj0i_}v|96@J(rwZSfm|pS5%4Hq1a-QQigeM%sfnu6
zI$z6te0>=s3{t&JXRULS0#-b33=1Qck|1aw2@KX$LVb}kZAIej%Z_Qu$3eY9Z=D9>
zCW}-bbAH);UMNs)Z_Q~RM=JG(QoCxfOr632Z#J_rLSY;D5OFbzCMPr*CKjgse@mUS
z+)%2ZVYZRH=x1)6OqAiGN|j%+?I4d;hh)1j9cl4;jolfjfh6oLgXwLg<qg|l#QwkZ
z1_9Rc#!MgS$U+&`2pA$3h5(Fnv&mWeL)e&FP6HhDdXfJ2cb}8*bFihqfm8?(^Dg9g
z^wm;kcIZ=yYbQVS>0w^EcaS9<)vxHmYj&0hj4K*|f@-;tT|#Z_0jnN{@&#<KZR6bB
zD3l@>YIc`i!_YPB`$ufJ8K9#6c60i5$?Srpt|jNZ`FlW6TZH^&xTO&U<#t)PijAE7
zFpBFI6fR+@f?l5(fTDl^mRK3^6&Upp3A`!g7KgC?Qao%kr3*Pv7BKy}%wKDSFhE4T
zI>pFzu}tC*05>)wyp7)O3rU0{u$YC)u^iu-Z(Dd`pPCX$U87>y!JIG?U|hKeG~Jb9
z4!hQawhy}Wx^_&rtGaZ$HeA+lihK^$f3WBC^I(F)k0P*5tpw2PI2%B?D6jXGsn7?H
z0bYTfyt8u1B?mJ?=|mH>lD85dANbdx5^Y<#zpj7%WbdNbpWHR<cXBwdKokiPta<n3
zqSH;fEo|@nx4}n%7eHXF5TG?f`V73RAu6F3$swF-ycp>7ibu|SXE&TUMzFXLgM&LI
zM~}@<55Fr7jDDCHT6D^JF5=%<N?sjj^@IMBIKgILwVvWgt8VsrzT4uCpfiV0Y}T6`
zM`yKS<Q_Y@o1+yG^N4rFrJ}dqsl3e&Glu}&CMgAlJKvcC8*&s9$J8dAf-YsZAbeOD
zP^u%-C+S_p^a7moijlqw7wPF#La>f-A~TnHHT_YOcm4*BeB^zeIR_9;{4!xfrzUqd
zgcmpfr4HaAz4|@;2%Iy}AMaX`!Q@K%GtlUH{|!$Pi0APZB!&_LYLCJIxN2{~90vm`
z?K101`Q?YqN;%nq$hBLo9n-pgB+WLXvzeVPY=kJjclsNY^=k6)&QOF+>x&Kl_9_)I
zH>5E`E|;%_%ud>f7soeoVIClMROL1}K1@K@ekz#Mz%6HXBk7G;>^feP-RL|7$6j7y
zWU6NOq#G(_sy0~Olj>;a&zQx$??xgFcv=xa;)f?x`gjepX895)d}!mRWdfd_#GB%l
zvPWO92-Ia&G;782K5$l?Hq?+AF@+z%C-ur!dKehFkDN~G7+kv@GDZhXP0wHdoL)R{
zG(QL&jF)jyQ&u${BTgZhj}^6HeGw<dLd$})3@Re``1wm6TtTV8Uu&0cc}SmTdKv1H
zb4*F6r<;@?WT$IV+Gs+h;J$VcW+Q}Sprg{~ds>!f(-JocS-<}CHGGUIZB=Pl)`UER
zh%2fQWY+m2O8D%dp2RR_KvhqXO148~kFCPMfQz(~)54h{+9(rN0DX5}q+?ojDy%by
zKQ@pq`OUBRU9Ehzj=$F2DDiXN#bxV$;xA1aFPOV5^N3eT9k*s!ivFtD@fYH_!Y~?l
zU(xa@>@mKL-FUWAsjx!u=y}mQ6=YifyMnQSdgoiAMB<dXaL|`!?F3~XRl$nN`=b9|
zY(17fw_2ielP`MxbPVc=Da8}mU(;1E#k*7;v#S!X9%TH_Y2ty`hG?Pq9sBvm@_rXB
zQMM1Ufex_e1tkJZL^h?RvQZZ0+vS(1ifK<JLx0VLvM|~pKoP?`FQO!0iEB}q|8*K}
zViHaAoU+?@E98T43SSB8>q{62nfCjj$|S1`Rec`Wb7;oQ?J<8fF6$z7!-Bi~f(mTQ
z2h`SI*d#vVtX?z|$vY?fTthHyJ@%J8JqG-eI=Ry{?!{v;AH~(gwzf)v;uLZ2C|{%Y
zZ_hl%@nvK@Z01Utpft=z=4amqVlmjM?8MfAg?4QEw(xfsifUbW(X^JpKUp5BWkEH&
zsAr+@g{AE#&2izozD`H!C-S&^^>1taHMCvqRm+qF$*T45r}rQHWN4^Np?fXE{*cSV
zM=?&isIhUj>#>8eUA<2NgV<w`P;x=MZX2TXd%~#moE!5LSV?-U-*|>^u|kI`D^AaS
z;d5LLq>e61JT9p;l1TYqOw9x08@Mh9S-$Hqu%I1X`uVS6tX<&Uz+GW^9rVs_P~tm)
zK`7DKC@4?)ON?h{^SOh^wHq36XYXNvXfyFmh(&()nnv^obgTcbZc6L(5ArAcd?6K2
zMZ5RfP^;}VD7iTU%l)>U5%W30e@HX9eH4I?DB0!>6i}GxgVvV1torir&+y%<kJ{io
z$d}r4e78{SEqQ(x!YKr<dyp(jepQeE2{CE7|5>yJku|t)3<}gR@;l4Qv!Dk%|4HOH
z6<9O{@iwm0gOVfmT6deJ-eKByYb*^lfs4VNR-4DY&h;4d>FUk>+2!gJ8u02~+nGyl
zCalzl@dnOMnE_SjW3eKM|G0Yvd+~1l&YPx#GYBnFAGDhH@~%2d3ZsDP{{x%}R<<Hn
z<~vs=nf@~uD{VGUU3n`x(~fs6t-DP^5%TP?msjBXpUP4HVTkHoWM1>1^QM56u*_K`
zykQOU`z3$+xn~(qGDFO24?k-28ByOTIX_Orix9)0_ca?W&KpeHKF$YN>(Z5^5V?1i
zJAq)Mc;pVD*E{C<nWv^ditHZlmF_85q*&J$V9Tv=e9@oQD#&>qTJdr|2WMYn>i34M
zdh*yX>6qJkjK44U*;+7v*SJ4E<C#(HTYP!mtXWiO>xS$zr;imcU7dN(C6%O0ST}+!
zX3xDt%aX=?x8JAhwsyC_Q|3p2+ROdo$3dF8QbO<0H+?@+gTi1hp8L+OpDM0F$Z;?-
zvhLwtc5l~d*}x>64%C{pyaGTR4AH->8XM6c2b@*C&$+=^;XSoIH}GvFKG7f_?MUOT
z&<arcI&BC%<%IxJVK9JBiE3x?qn=P~?a&NBYsdI+nrP@TSbQvlQ|GuO`{OikF(1;C
zv(j0afta{8NK6@sT+_TQXv5|g)D;^8GA$3hRT`FRS2H)oMfdUt=D@5L<3BS*=N}Y3
zmsxYRl)1qkV2O15vcz%X!CQ3wl?b2e+lY*8pU}sbA1N+eV>LN_qp7E=zrU!`bsypV
zs`ZJ!&R)U`n?WCki|lFRrynCPr8Re}SsUmp$FA88*%yW%W2`h>aCq;6N*+)g;VVv>
z48N@awPY~RmxYN%WslApXNb=s3HejilnKZ!2$W)-lP1qXouXI2cR-qqZF1N1Ws@O8
zPP`0v;NHk40(H?MFp<fHlHem$WVnoHGWDHhPwpN@mZwqVA!}7sL1V!eoWnD|RQ4pY
z*@Z`;S|z?EPZ#>ryjn7CJ1N%Xp%Yk7N(YNmmL*TVU~^MhNzu7jJ=l7T(xq|ep$BS}
z3RPZ+coFEpJ;6ri$mHuNh|$E*-$e%E+hps9aJ=m0$}Xlh)!B(16k`+*h+bJXH#Tdw
zko8kcq=K5fF_T~WlZztJRqCo|GbSmg+W2kt!<JE6(T<Q=3oC}q-nL>&(kHVu@>$K=
zQCrFx_oH#ON>dymDiSw^GDF$|ukcDz%{Cq-&nU2vo(~4nc9P?Asn@5moixm={F?Ke
zB##2`e=?ia_*E#;>RJ_3@tNp=$CFbeCrfV9@iio^`@ONr8T;GVkLMjPzv8%LmZYM5
zV<Hj)h`z<NeIMtr$w||Ds5#ij{yrdXu+Z)I6e$KPee;XBp<iiUWK%)vaDChDhMZ06
zqd?oqNyLL>X<?zrC$ck5K0mFc-P2Va|4SP+<(B17rae@N`C&vmoc`lHatXiRj`=Za
z5~rNEt@UfOpAx;QL^HU>jU`BSGFHQWa28Ltv1-4M86*;@=doHKX8TBhiNTP<<p&h;
z`tcvpw1iqd-3d>8`!S2+|GY;ISdZM4tqZ<$6j<)x`4N|-%ScP?sDaXn9pc_Sp-axi
zXY<kB>vTB(_>yveDE5WW!t@jN*PUT%W3lA(t`uwNvfC~xC`CGWcgHGiy^30{ln}1{
zYAP*bc8gw%S204ZR$A^2SNc-LC+Cqb4(XqpX}$RLO`H>ryx-6u)85hVGQrQ1_hLWO
zxtQ_u+n32Ye=ofJmJqC(Z%$=77BTAW)!0NM@!wZ#9d$`rgPR2Ba#9r+&W=24gEp3`
z!S=NN3dhYH8VsHFA2w8G7SZ?iO0vgHvQ`R*!Lk?%@>@#NbbCEoq~K?d&}5BFp&{r+
z$^A-NcWM9XZ1TcFGTq@&yq_J%TB_I?2q{&$(ONl9qPI+_J5%bjD(JDs<#Bf@jQ~Y9
z-?6`YhU$ORT5pjGy(Wte@!&H<HEooh@Gu2?{D&Y^8-YAK9pjf?_Wj{FViZ~!d<pY0
zze_*6wB%lW{I2W90-1R7jva$=6>|?gWpoQY6<$PbWG*2imr!g7q)d<n%azPui^*{s
z(oig+@YcXulyo#o{^1$x+7pYdM3xsM*qW@5NeXX+wKumgtfSB*iP-((HJrX3{0JTJ
z8qtO{0Qr$_+sBqh$9U-V-Q^)DswMaw^aL~MdntyGK|p>KTRyD;K>g}j=DiC#<>M9~
znq?JdbLkxzgD87-e;G=41OItn3GY0;>s*)k)9#__(Jd<F8Sus9$&9zaOo-Q)^Wb?L
zcHm_Hw!ZSvj!XD~sZ~ihOvU5;x2X@ha6~<`!)Ho;H$2!1`-V`C<#RMd#wm3oSLDf~
z3i`&)p_RuX+48%_{8N!?-<tPwWH1d*?~R2E@&-l+boi@0K~)ClM_=+9I@2^B*O?4S
z>NU2R@G<X-GJp14T&zU>O!yw_93W|jJ*@PubM84$X*69To@jZU!&5`lVNAvCmA2V?
z>X0WtwYG?${ta-s!SlCymP2+D-qFW4t=&uQ#cjU+BQ?L6*w5QJC+M@JJUT+Bwl+%t
zI6^)zdOHQLugyyW9+PwU&mDkdnnw-apeQ`C1z$r&4WQ#U@YWyPJJc*@(r_X?*C?;x
zCO=nqX23%UcJ&psggWDST@tY~?(BqHV8vj+gd_3iX>jWZ{ZcTq$(}u7i2k=BUif{I
zBvJCUj{jA%4?(ACk+q~-xG^tDu~A{CRCK^+<xyx7AB)e8b&NIW?0RT#bXcGdG!l97
z0oC7-0Gk(_lMs0QAH#oN4te~@DBpK3VE{VBLR=lYf`EXJYxN`v7KSeJp_YF2hwhC~
zBR5+MiD=M!ZSA_d50om@>%+V&o8cUfUzSrg1X}qP!S>R2ve-A8mTHGOVg&QU>DQf=
z9ahRlv!52c`uR|n>ZkM9{#5S(2_y>*TiUjA6D3`6VH2<7aJPM3w3?r{#LnG&-S^Hy
ze521FsI-c>g(|KYtT+Ei;2^1VS0}3v(nqsq<Dgl^hhU!GU^ePzmRVfW&MeqB*Kin7
zRN>TTEr}D#2)NMT8ex*|vpS_HJlfSnEmllVTUhDHUptv@jj4P&C~c>-nnP`O>R4C^
zICA7wO5CKLK%)BQ0NY#H;j52KHIADfE_QNd$)2AZ+2kmkQ)|&u2w8pd9=3M*ulZA_
z@Sa!0Ja*{NmLj0hU}2lgQ$AR>$gd%<av}DPO<qQleyKA2PXAklf@`SELsn3f+P}R>
zFHj+cflcTQO-xisYr09J6t}CQ5RZN1BMb{MgpOikESfRnax20D{MwBM%xIP5@R8!R
zBKK1yy{0~fD#BSMQJb<)&PtEq`=g4^_}5_$R1F$6B?6Og6<S<q17=tL?k#vaqe%C)
zYQ1};#awIs;cwN7lyKTL1-G_%<ZEY7@1agls6yV0(TOx%68u%wwbc2Jy*ne@n<unV
zeA<w>Q0hg@+)%#ozU%in&lyBCkPefi`tCUmR)Uj8=e$W_`q}S#_cxs8?;UWP$+m`m
zp9Mu9t_LgV`);b-F?1&2tA3_5qBrcc#wQ)Xo1Da*mG@;WT7R7O$B^PyZAP7k{95dl
zaIn0@to*~P=%fZ^Qas)fyCs?*DRhD*qN!CkAzv0G{w@&C)hJktxRXn1g9_5vNC{{+
z*cF}_lC=F03AocWwQ714y>;Sd=&<MutLQjpb4qaMF<95_uqmcDlIK@5?4K=<mu&w&
zRTHS5rYXSta4S-hUD^3kollu17$rck1>mRe&|OII(ZmhF&m_SRA#0FZU9^m{Ly)qA
zk+MStyToF0E)YWJv$cbZE(~UwsZZON$Z!DS=uA<C5~!(mRNS4=D5k#;7}5E^@~>n1
zqCK7+!-D?nX;&j$H8Q!idb7=5S`6W5y0hDjoA5C|Z9Oxv<gvWpK5Mk(T}50TXLrve
z<Uxo+TQ;HXTIi%3IOGuq@n;z5OGg#KC13?({LHr@RM#E;UGLo?=vU;B*kGA_5Kq`H
zp&W&0Gf4?$JXX7r=gs<mnYSjyLvpnxPQa67rNs%a;pACAr3qxs38m<_<$o5wBrADa
zL=|2kedE|lqqM!UYIKbJHoV+jxrD4bPVL_7x-VaDmNx1_E}SJ`7JToo+iLDK=R{Wb
zJN6Gsxw}lnftfTh^{>=Dm<{%yviBVnkB{a18qP)s?AN~|n3TsbPe<>!PC)F~mmfHg
z{bD--FatN2zB9{T3AF!$arzSY)S&gT!Ad6A5paXoL$>O>i>EVbA?2TWIEr`j=B}h@
zUYA;9NWN{bD*o9HpvUwmkW<7`;-|?_Zv-o-NWb&rrYkn$n0`4HUwHALO4oT#RlZeK
zvCfOV_p@odwf>@Sf?<~7gh@|E%0jHD5nJXnlX|;J9jrhQ7$r}Sga>n&%ApIZy3Lk#
zm}pnNd%wL?al0OP-7mbGFlPCp&hyuFUS#SA!k-62P!^Q7CH*&kTb6$!24u0`rR|@~
z&H4|Sb5~|@K;{YpM-XP?aJ={GXm1HMMUR&Ndm-9gKo~mH3uU1YG&L;>^CBV*PeS1q
zvw)*m=D>~OVULnnfJN{M&=Boewg5l+>oqy_6&^sn(SU{6fPx%su#JPgE1)#`Z(Ej#
z03#6a-`W7W2h*R}%7p-R_M0zDe8|m#4fUaEdY~-VfJ;x@?jR#(92)!Wd{RrJf8IFg
z&GuyN_Y$1=s$17KzT^6<6{gZ}4Q=oBwknG1gy^&MZ@<+%U9{|xsoPX1W>#sE{zXj~
z@n45Gm7KYs({(WP%ddHGu}Dt4PRY${cBRxG`POex@{1!%@Sf^>t{R{==LK+IYh2Fd
z)M;xdz!H_S;yFJp==SE_O0iBRXV_-=Dv9@Or13RxQ58))IjO!vFe~hG<&EByj*z@Y
zR&8LNy_eK**W>6bPK=h=@}Rr>*|ot;tQ8l@zYH6y&;sblh=uJ5dks0m%<W;v;rO?d
zMZ>6!k~xd~s}t#7vsa=&=@n-+w9edD>?Z8BlBdRv=It7lM_;{M$2IaAC(>lLFh}7U
z%eKTv=GH9~fJvNb${v6|j?3vhbr}%|VUbU>s4n5iCS`LTuKpRBHg>#unDR-C^u~V!
zYlh(zTQH2yRm@nL|4VcAOQ5g;yV`t+G<N!^Em@{HI{Om`PmC1ZIhgA;#baLEID6HJ
zdfMp*B;`#&7_WetCbK>qq{J9xxn=j5V4A6>M>Hqy_*n&~YNq=c$gRQ=9&7VRAouIl
zJL-=(q)w;U)O24*BfV0-DfX}nJ`HIa4)0zcjgoRyvY$W}`F(>wpAvuHAVG-J&Q<$u
zUHPfl%K+>1Ov6L&e>0K0u<J0uecM?-faxJ~z#A&HsD<K!OdX7Al6y|=wnhu&?9E*P
z_z4$EQJ?k3^><Q7h-r}T+4a8f-%z>_YEXTPcN7hE5)IV*ZS;XU8-rv}r>%wbgo;4p
z)bq1HaUyIC=4@bhboguOvv%(x4B*tFJswH~;OA@L+rJA*e1!3gY(Ai#7wm;}W}kxS
z<}pB$ug7EbI#Vg`2_F-{X3LkRf6PckyZkp_E{EzD8y15xAmI`v=Ws~GIsCXC_G%mw
zI-Cp5x%Iu24TGSozVw4;e$rwPa~A(yVK;XI1r$TVkqVTfD$kLVn2Qlwi%n9k?$HI}
zV+tJLqsq+&Cdw$K3Cj1cyY||EXm(Fm5j3&K#K@qkZznCQKyqP#A7;sWUrXv5y6U|O
zd4c0a!vgL;?AqL2ZoV%G9{D&dc3&IZf8Ab#ai42kJ#M>YDCO=pY(tIwumyr0c7Ndy
zl%Eqqv$`*A<6%Ht=y;IhRZg@0c%Zk#dIB0Hj6O_7UlgwlM6T>ftxO*Mmn&A*Y(Cc9
zvj>pRd}_XV*<8n}RAEtBs`i|^XwTulil}}W@nsN7-eeQ<U<-pSjYFW@Y=OeH6rSsT
zIcyQXNT8gr5UC<;`?T}P*W^Y2L2Y+kb=M`L{FBY1q$=h~ABFQUQ=+%&aWAJug7;IX
zrr!VB9VRw;rl#piO;YWZr4Bi><ECRrhr4-3b-zYn)*Rn21RHhD>v4Jfcf7pN?rUc?
zM|leal-IXQb&JuPm-oPU<DlVV_+~kH1NRz-evO}-!bEOCfH{)`xQW64yXj|uiPpd@
z(=1Lb13Kh#(;vf?iIjK*=Ew&5ahYw-0F@*AmWbRY#3AZ0fK2=PfI^VozLsBdM2FUf
z3cz_IGTV~$0M(BeU0?q%QeKacfb;r<`ERrL){<LfP?G=#)VYT#v_pU_n9aS3XuuVw
zK8n_Rj2tU0CKYKme0@>w^>1-ZoQHSi%I@P`p9>UTvf({@{3oZQJM~yZ&t1|oDO#i8
zZ#ue4i*MA`v+<WpWx935GqQ{bH)oIB6Bo|y2amItfdf0m<`3XV<yiO(DJ6&SG<VUs
zhqk!V9u`iSJl#8aKc2jkPm!!TrMJ${^Vtnt;tDx7r8{V(5t$sN2wA7P(T{pBO0Pqg
z{m`)3DdbJl8wzXKKJ1`rB<!ldhOev54)*~w0@O=Q`+k?uFvw3;bd1x*+f-}#81>+g
zq^V8!d5T_->;2PDA4E8R={#h{bO={9*))}kq_@4#HwY-taLh`ZB>jCJ$-FLy{;~yG
zTuhXMx>SQl>o2rOUnmp3KKcHO<u|ogN*vy^?E9gi>Qf78s<*~MXH@G%T@BI5=w7Ik
z9_Ul;(1P+_u_F*EK&u!dU-MU0htQ~!+}@I;nmqaTJutoA3hPoEH1`ftN=?}C2uo{$
zF;?>Ba+u`j-Sj|QJP^nm)YiFp<efky`yk3Nb~ejruvBa*Ojd=8b}KS)$l-&RL+%i#
z0s;VD`XczvKU61M9E%YkYn?R5#mA|`0$a@QmNq_{X+3!2aH8?6rl}qzsyE^FmLXpG
zIL&vnL=eM*&mQZP@UTOyrFXe(-+;IB#gDY>uX9261hX$5a(!#xkFU!Psmu)N^%c2b
zYwR?MX9)1Kw@s)r3dn7+_->&_5RlT9g5aA?f?3U!B0v`q)T_26RpDI_;9UyLrTg~x
z`b!%IXfxJs6PV#Z7k)rNeax?C&JtGly0-r=k0Se3{~+Z-FJLVg8UsL{4QPVoyAMKc
zK%E~^b=OnS%c5Pv2#DwIhwhYJ!o@dzVUU(8!sAj|Sr$OpC`&$T`51y`?ay#T*KKEE
zW+PkPQ{sh#BO+Mva9$AhS`lec`k+f!I4uAzGX+sDEKHs({GS?o4XEh?ita1}HL-C{
zgF(j;fcy0X&<jwT%dq@o?Erm^54H|)3$ypZKGk@OeVYFJlz*L?R=Ed%!0`cGItvQk
zfvlvw2KMRyX|68-GF5(MK4b;)>!K!mj8~v-Tq}KCjcUJA(luOgDw*y-gkNdLQRVYf
z5Q`)iW(^yYbS}Arm&Xb|*ujL4!P3!B8o^2`e;?0q9VcscFaG{uL*^Fq_Ro7d1JtDy
z<ZJ6o5~o-21+GVZAcT<+qSD1u+wI4`_peABV=iGI?`rmaUG-Kr3<ywgt`P#!$JZna
zuFpW@5b>aPE>rH1_S>dJpukG9I|%i4z0&)q!*#+OUtWc!xDKFOf-T&jdQXx4k1k8&
zZqF1#@NvaqFN9vgeA+_ePeJEFH3PN&ie$|_F9h`@lu)?-RxgB%BFT8b;Q}(T0W6Rf
zej+PYW0}Bkd`;QdG5*gRkez4@p+9?T*xFwUK+`jXKd^L$N0QMgfOloJ4#_Y;Tl+fz
z^%e3x(0FxpA;F#H#YI9I_dn|M!;h}uE*vyODD>C$nREj=f#{i<*YB=BSrK^VGIO+J
z7aC(JQ;4v==h=T$ntYx{D{OsQTy=X!Xx}_WWAd!v_0jLv90>*=5wC#LQh)>{;7$V2
z5ZBAX8^GYrbJKuKx*<fD=k44O(%)2&;F(J(eM}Xzo%`^B2<l`))SgYBl#|B(4Ol9f
za$Jb{tV}lE=B9SbS!E5+xryG6h^gIo)4i!C_)PUFDKyEAll^m!N)~bBv&9^to=`F;
zZvaSmnd$)+$6dnP=dPc|uCCtt8dpNTQY_@!dv||l4_Ep=SK`EP3VpC+qg4F$)>=LA
z_X^Bj*-v4<AgR_zHct?@gwM%j_<3Za)DZGn&>X=9MuxA}Dw6aL+KbH8YYK3$@7_DX
z!Oh4u&=>BW4qlg5_thkJe#=K0Ep2a1hz|b{W$~M(YSe5BwvEDxXLO%<PRFViK1O-i
zEgo1M`bvM(@CN&#g1YV}*xBX|-6#|sNbyEjDeJTB0g*ZVa~Bdv*9UY=^KwM!|FB2`
zM?XI3B_)01v`_O~t8Y?ns^~!3c|2)5exFUdJm!6(roh*y^f`4#?IG)Fu5kvHaDpsX
z+W>i0>qi1QbLqHT*kV>J`r*^WvqXB7v+Dl8cdA$?&DVK|@rt~zT%YwH0Af?CO}PrH
z=h#m9ug=gvEa$eI`UY82$g19S@^JziWp?H6i)e!#`YCRz8(o9a4=>2M+Zub~OJ(%a
zcK$FZ26*5cJ$_ZT<6_&n!cfj@xS6LNuxwDyJCsWNp0b9hrmB$UiPLO_^1sEB^*h&j
zhXX~7xXPKV(qkM}?}s~(>0JI=Egeq;=*br3cMc2z=uy%pfQpCXp(qrT2+g|uZi%5~
z@vm28_krOeX5)Bt;65vhuwLX3MqcL>qm73F{e&(AARXIkP>g4wx!|mGP;+Sc-4#IO
zp%A!>$PML&^B-E^(3X?k8NF`2n?jm(IA%ZO<{ArnA$2R641yg?k!|7jg32%5_<Mfh
z;O(H+e`VepgBc8n@FH#q@!uvj;3_nAD3vmy9Y<U+jxwP5Xd>oyN}y&vKEnU(iKeVJ
zv%e<d_eiHFkTD>|LeeYx1F#z3@X>;V@z}O-BEYfCKrXYHOb*Ka`UrZ^b<}!n8af^F
z2h{Fy6N<b&$@qq(ZVLmzv1S-aEI;+f2$EPBKO<Tn-SZRJ8gttB?ps5)FxLDx05n<8
ze}NJ3Ud#@jXJ}t#=o0R{o4rUpxS^))gnN<1*O2Izdh7m(*2iw@`J{mET}?nmiY1-h
z{sD4?<L)f6Fj$x{f`2>O<tAj_IP#om!9Id$pN{dJomiYM{nW18FOyY#&i~A(RPou(
zH-bpFsnecwsUL(|d~L<AQkAoRlg^SMG0*iNn{Hi~s|OU&RW88vJ(@$>+&QW2QqfDZ
z&CzYPGUx60QZv~gfH$iq_>FVd?C`$T%&5-zzr+2L;{}T&$l<DJlkfG#crsFU1ES=}
zN1NU0)X@a%@cYl73>+Kz=(0ccvh>&OnOz8ep90ewoLvu4O{QSrNGT&L<0!yG?s`O<
z1QPZJ8-~ePVapQruu@urasI83O8XxWB;<^SEPLY+Pm=i708$+w10MroMTa-_Om@n=
z8sq%{xQ=QCh}*5SKYcPS1YhA4B0yV6z*W$5&p(L)9CPwuCk#n1lo3z_q`>B-TO6&F
zt0(%PX~J}CkOy@9{EUbFYabHaiQmqoaop8P#%}ziR7~xjPLAef;`vk%u%=e~Y{v1A
zZ}q-b&4r4X66J!lWs<$CMYFIy8`ME()vhzeQGV+E@2(AYm5npqgL9}Z{v%Wjcg8JQ
z?^|qM=^;fG_C6y9C;Wot^N?%sA5rhN=s*I(KAskU%M1}zxZXNIs?rcVs(G4Md1pB!
z;>l<J_;-^pSCbso*TQfdO6J;hG}WBKx>|houXz}5WVnmTr3*==rC>|DoiUZ93Y?j>
z5nRZX{?2Q&#N4)X$W6OuOn6fKG#dW-yX?`kF~_gcZ>pbVY^-l`kR0Caa9}120!s%X
z+;9!bBZmP8-_m003@vA$LR)WcQ|RLzo6lR^i>{aBocWIwuPuuul$kjAC?|v+WImrV
zes~`Sv3lDkh=j)=a6@eI#o4S81#8Avc-TKae(W=GEOdr92|rejKRg(Q%FJ!rR4OZE
zmQa;X+9@ZxEKL(HgLi{Bv!VrN^w(q)+5rWis!s4VrKM=Sz_Qgg75=ozmnqd1yFn}7
zMI#?Ac><M?DfXsD3G-IEXWU3@b=a@aY%bgQ>`O^?>z-fyASdJ`hmZ>hy7pku8PC~%
zGQTMOGFG51YB9~|@29LG=jQpWsfY%y^m=+KX3a<0VU_fSbU0*dJCLnc+E1gN4#_@!
zAC~v~*v>=|Lv~^O!YE26Ck}<HAIc-OV3-vprd#}nQFQ84(H@(6x$$Pz(P8A+w0Dlp
z{-(}FZNy2sNv^VS>nHz;?xKEOXSMT6<kafluY3<V^v)aWEKUqYx-w4x4b5E(5?^z&
z&WZ(5-zATKyJq88(|hx(L1@X_2EuRvk|E?dmgx{61nXZ27MeAEVJ4aQ6cp{P$AziA
zbOz!vmwTW&qwy=bSshS`bM2-pW54xZOA8ZQ6Ptk13SHQ8rn3fl9|3!6nShc<-hRvQ
zxOKR$Uabb)Ez9q4P+=05`cAta@`Ai}KkVOk<L!bvLFkw@`0Az986aW4Wxmr}{SSJb
zi&lrUgjlV6twBo80Yvx$!?H#w!_opHpa{5qvbY}63KTw~=MXGIaLmFPsVy`5-C83?
z0wFHdlQp+NCL=pUm>lhY3kjhOivY7IAauovjj+Rs&OyP-q~S7>w>Yd|fXvG^lR=UB
z^~%tIfk@{a{Ed~>>m-uc2Q6VO_nd$b>Tbue-2)|ieYwhQd6!#L)r&tcr)Csf>a(H#
z!xkXf>Z40xBbHaEz{LPEbQHvY46D07iiZtNTkcLs9Zmcbo^K@NpD7&!BB_j(09?0l
zFSeQHoIYNGt5UTfy&pgH3p0i_eC?DaP`zo*#gR8~%3VmCB<KcS1Oy!8*&N+Nhr$Pi
zJd0Dp!F6AG2btg;h3aGR^cQVP#7%a88HUGnoy{k{V#vN~MkQ0fe(CgZ=syr={}d9)
zZbb6nE6H}4+`vf>tFbKSdy(?2mVD`7w$C#1_7l6p3&WWn{UvntOPB@%MCkLDB!qm?
zdly}GSsw;>__8XPK7E3|cny^_u>5RdocHCM%qL1z|Ev4?!@kqSjcqLG^fN4sc2)kT
zY#>x&c=YgWlriQtwp<iA76^Vg3&$^D=|l97E?Mv3<50xj0y$&nBqNtUsHBqah-NVT
zsNq*+eP<27pgdk^Yrg>JSp^mxG&ZBGlLZS8U}qi`LV$`JFp7Ur^28|U#n#(x*RnM1
zZpKh%oDf_4`k(`xuc(i>p#~H#AyXOk_x+IOgi06FBWLA^WU28YEVs5AGA@11$s#rQ
ziO5K4PTf<%QG*8epB{n*@;8}0NU{&SrN1LPN}L!8u+P`jW_4}f3+<-T=Q<LVAqB??
z5s}6L0=0wzEx!Os03dLj$5<8<r*s`pA3ovhX;S2hgvpS@eIeQOZ=5n-w0XCzCN~z)
zlYVtkH{TUXmE+$K`xB5AK___l$hwO5L?r*gZt(f5NO~tF|0Rt<3(AL7Bf1^5Jbn2h
z+w;}|YC|&9rAC>qv4Udy@b?D%hxtHzrmu1HK9TRP=f<~j;S4S*JtQIE;`VK>aQ}28
zd1YBCRb&vwiYO5jO~Vit(X*{<u|f7McY9d3aO^1O@8*FF>Hn~c7l`%=)j?FaHHC`N
z`rpJbYm7e>II`(RmP``0UO7DsAM75h5Pl_+9*}gp_NTmI@9U}z)omLu8bZp;+n)Zr
zl9$X)l4`ouqRwkHZ0)uEa8nZ}gF2A=`KdE%z}E!?Fz5%Dwk~@ztb}SJ8Ocdc;cXQy
zK?`(jDq}OaqTy!2Nu7C$Uqe>QOus%L)Z%(CSED%;+xCh=vv<;{%-N=`rgC(0><A52
z@or@LHuBsM|CKg7RYB#z2FG3oCc(2YH>5VJ3sQbq{am@&(VTaF?{#x*o33AGVCTxg
z_{_dJS^Av0uX{t!zZLZziKy?)P(3$8l~HPfE&)0`SlVZ+gZw`fHk%;u`kXL*btvf^
zSR=e41zgqSP%vgP{gkT~6J3q~RT`uE6NaFqfE<099SL75iiSPq3sE@(JvqYw2%r%l
z)vNEyJPh6M-0`LUr!lW5f-c>gO-MnjSMKWfLx4mt{+F=5AX;F2T}$2m?E0Cvi|F5k
z9R=mM1+lKde=cM^N`YZ<lCq-L-+12j;JAkNt`piZ8_Sf0CxfD-I<8>NUB{R{>os2t
zp*CLoBiN74Avu}P@jxM$9I;Oq=0D6aY#$P$^$-V}5|5D8NrJTN8Nn@VZyVK5GNa5x
zq;MGyy<EZsUv@!(xn*gji7tBkQ;YjON$l|fu!tF0o^+g5m5yMF{ZSuEi}ShpVB)Za
z?j3##R6kN2qaC#Pzq7z}w*MqU=TC+<_Ra&2MV!s|KA2?vORFz;Mf#jr0ztYzkouu*
z>=LuUfgErh%|Adxp8pfAg!Z0$zsX0!z<exDCsg_Ek+FzIr_a}Wh-w{JT`-QzjY?43
ztA9LN-81`{!?BpR>bksS2i2Wo1FraWOW~>PFL@uL<XQ7e!-()q-&lJ;wH;n^wO3j>
z$!mP(ePzW}p5w}DG)?iFY4U4QGh?vbgrmfVXf-28%XjuJjUGn8QMFov^Bw8<G4pE~
zw6)F2&{hDu-knl8KV$X+RPdeETlAX#J>sJ8_eI~?Mc?pq!0?D#AG$#4^g?rzQ1VR1
zL<k~QfZJavr6XbtH>OTx@!<zIAQf{ZfehT*+Fe?d5L(tX2>Tgh8H<_B^b~$nHmqVQ
zk)b}AB%W#ua01D0_5YscA?bmJ@e_^VN3B6{_`#d?Bb2eQN#G}dDt0)949g@E7sZ#2
zh71Bipni-z=OIjIpPP~vGnqw&!mYVm7cVq;h@-kQ5($j6I8F^g38RjSqag1FB-PG9
z!ewvS%x4LsLJz?WVQN^rzj?gkbc+G!5KNm%=OA^R3TrNFo`mEm@8rX99VpmMxO|y+
zuflH~g>5DS7<R7GJu}Uoyw-jjAd-B-hGvyvsSU|~K#{|h_+#BFl!D}A>y(F><p6%(
z?rg_!0$v_`@Fd|m7b9C|z_SYM_Qg7ewi0=I{THG+3(kvHyk9lew)-qk2YM(3yOa~|
ze583&$-dL;M}(v;O@8FI<x7SS=l3e|o+dKtjP8*i7_w6^iEi*Rw2}Y)>_|T5tk$Aq
z3Fa;JP4dfmwL(LGwd!Zb|E1&M8}ip@)aJd8Wv=2_8kJvnPFp~=;jOn*<HAcpk;A-1
zndDd359V$GP&i_)rDs|Agz|ZI0L!qrPh?1#o`)?HT^lau3+-no+SNx-&I^=AKgJ{I
zrf<pgvqBn1p<%-_vsH>84Uq<WVbgOF;aWihu1w1+v9<)Cp5gJE)Kl~V>amF0(FQ%v
zd5JDXl4>=n*rq0KW9vY-TbObBu%pmN4J=tUaG-+b>O&<;Mb<h(x`izW+jOEil~WnL
zaA50>>r>`n@~T9d)6I<QHjQIZ^TwUp++nl1n%OxK-<0iycTZ=lFD$2)>i!y4sw!*l
zbtXB;3&ys|3Tu9LIyT%jR9&soSAW#%cK@ut<Jf)sA2xGql`W>HAOFX@^|QXM3MS@I
z05r>|FY=O8Io^OqFp6cJlmrlzdA5npqPjJ@@X;C};9l%LkHiqdGJz46m$~2Z)S!!J
zx&H8y>3RwSFfVqTTK0ega12Vl19=Z$0i^56AE`eUV&K2G^N&0By|-OrVJ+(}%VMyq
zw|Ccp$0+PR&=#t2H!mNI!5W9qVt`zPSQyqW5Y7rn*neVh5b}_=5U_-0!9RmBElS1-
z+g%PD75RX*BYvC?pav1R)}V+0up}-ggusF%2{#ggUY(tL16ZuNfKfJp0e+SUPZzvJ
z#CG$9FCs^==g9`-HqW0pB2lKNjJ6Lys)>XkAlyI6BT7e+A3R}nf{~x->;^p1*~7Wr
zUzbknhuxr+OShZDV?dC?DYV_1B;KW)%+v}{u-JQI>xf?kY(dDyZ{Tw*7=imwVy8)B
zf%#%SLY)U07gq-z)kcA)iKRiH(zfgJwsH0JaZRd&%Dz|1?j7vH)9WXA=)%Zz&~hFj
z8luL01`61KtZ^%F0E!o44A$?Fs}A)dUZ(p7DYddJ!L*e<Z4I~9w33WjAFyBytM{uq
zBOHx1&y2@A3N4HP02Z|zqGkcKg(&$vv%~L5eSZUu${hcbMtZ6=I@>_^{N4rX)xOs6
zGz(|WlNc;$7)H$OY2;;tjr3mwHguux!tCE>myy|Iw+I+54v?F513y>hxK04-$30I6
zmP+-2sGrX@>==RiTA_MRyEbw}e{$As^1|&@YqV|Sk4KkMnZg)QJgj02f(r%JBJpow
zL}oIc|IT}VNTL#DYVY~w5P+ds;}oQ9{f&$$OlCBRhA0L|6SS@&L*XWa9$*AIg-8K)
zYjRd;a#nx;pI{)&`81?mX?$6*#gY3jrs!RX*}@YfT=EvCjU+_i^qO~n=?k+V?L}n%
zeF*seOJc<i?B73G6Bt=fQJnAN1kjlxFFn7}6;jS-IdRoyh^E=|C$F^aDVwc`&4x7^
z+wfVT&7(?kLtQto-^Nu@{Wq5Rw){N6G^?G77QusA`C#yWf2V!QyT6qz47jUrbiXVu
zxWC-uB560+{5HWG-&&$y`o*hCVmSVDzTpak7AL&%g8MGsjWng&R-vMfUf;Ij*K_%C
zAte_}fI*ou#%Z)uwXrn+UU&-1*bnrbQR4A-8I$<l&Oe}CZ_WBKfFt1Gn`K^Ok%%rO
zy*R!IaXwS}Oo#6VWXa(p0@ZUytTzsrWmMa%KWWbse!Jq4-LxWH<@2&gvbUs7nE1f(
z2}U%yr?mVsuW0h%Wg=ZtgMDPqH_Zp1w_I;wYqr`9%1Y+?q`1FdNT%XH)77r~Sy%9C
z_Oo%UCzL8Eiw&hDZ<*yZ%e{b+x3hg>AoQ7Duw*erMQC-n`EtO%ZnyP+K<T9Bi60d;
z!5h?X9{C@xejtmhv%x@*-y*+CHqu%&EUiIp*`scAtu-|c<-%u&!%B<`rnx~6fg%<m
z5MV>US|&iVjv?WN`VI~35(~-EAD0oCu$xWj8R*R*^nx9ewBRKVEO2yZn510s^m+uy
zgP+--<`e|sVMeN)&i@oaueb4M0-*^xP(ZV`_fHnRh$_0C{uTrQLKIH!n31-%$mqd;
ze~ATcK?3k64e=S)b4)cLi8TnuTROtQ?E?wk5MHqaBuw5AD#`A3Z*kyE5g|xene<q2
zSQ!mH-+}or^Fre~WIBvP@XTa7WZJEObQQpmhcT17EZ@I}0dFk)6vPR$Xw5wZO&9_)
zC|-fsf7e1BbRl3nmY&CKxb>oGMAjgATfl|^@b<YYHKrX*b3vxx&YBpn13~57nLrXj
ziTH$SI<;=}g1&nZyM!wO^yZuJQReSG6e~ckd&;b#a6{`#JB`jXZed}BkE%3^>(!l!
z*pGCC0QJKWV|(hH>c+6y1YwrB^;aS6BdmFOR--iF8N++cff_(Ne>Dnb4O){oA;a;v
zS?t4Wb$RbhWu0T>y`o`5CE*uOso!qv7M3r~tm-Yy&NT;F9qe7@>PZkf5-L*zH#~7K
z^xhVJaVkxsmZhXBs{aC2n05R66%!J^fd3fslu;2~82Yuz6Q>rK$kZ${cIyh&<fwj~
z`SXZ?PyrM)szZjca>jb~!4i@DAq;y7r{|%H1knU&><(5D`G|N37<61Xf>cSMI26=#
z7cg!ob+=%C#I8YlC<cZ`zmG%BRDh#%5A*``>S|yeKtJI)JdsyVqN!C>ov7l-h{HH0
zG|b!{*PYt^E;}%+hqQW^`a1TLdhb3cd#s=(X!yX{B6x6PhFcd<ls{)miA%SWj@6K<
z!hRc~iw5<znbBE*C&vdYjGeCEIqJL=weHbSO;hWKH8h^RYl_Mto@eBluOs{=M~jm0
z>#Uy2GI;pFCKcvnI911Nhc-cXfaL3$D-J~N#J##X5EaHZ&bXTe&kcIcIaXJG2W4xY
zuvLAFP(E~47CziImf@W#(5(H%!#2PxCT%>Dn-Wh%wmpoKIkWNs2#;8%x4VmX@#=-f
z78=U4)N--pctr<B+t2G;>VEu@pb!_>fBwr9c7OJj>PvXh<OM-nq^TBK_9obh;G;t)
z5gbG`Z;B+mUufZYbO`Hh?y(wrC)`cp&F1><C!=MZT(3K)ygvDo*@X6kw4pC9%wthW
z{i(4HKOG!0hy_8KXzVVA6z`y!qsaJd2wg53qMwoN+dq40J^6GIi}lV#Qn8SMSjPct
z#QXc|tU5hEzK~GXSX?(tTNo=v+;p(kbYS2g?+gRF+~u(ZH7b$aG7Q|HGMFPg9M!HG
zV`sF<qlYk{_#;^M;|c!X^vHYQh@nAhdW=0J9c0s=`st{q2v5mLE-0@!EkJ>7-1VS8
ziZ;=_alNZt5Q7!tV^_5>auB*1*qmG+$gY0-K45s+&b@uy*H=U$H`&ohbYo~`e<>BX
z($DN<AmP#z3;=zUfCjQJRO~r)U(X*FD53gW2cV3Ap;H`_#MJ)t7qp|f<)U{(4amt$
z#=zahFrEPaeDh=%!VEC(To^=V*B@Y@pr8sppq_`cXvjP{<u~gf3(p(bN%G&jK&naX
zi$gzaJO%d0LWMn`7L1|~pepJf2CRvNXCQGLo#+H0QeXox@b=&<e1hE=;3MJr0Lcpk
zo7`g|;RjvIzGGq%bQsT<*Z&qiG-#JU5Ei-`^nJHeI4E%oVsYY)UT+XPt%dpl<FMW1
z(r;<aqkR$bV*Qf0G>A_l{kpXMs!aVu<%TPl7D_(m4z`B~)V0XEfwKXlV-bbZW#un@
z0~_*p^7sbDguPcJKy}!dc9k`@?0Kopt^D7iVVM<4;zChx-qTbV_b^1l;SrlBIt&e9
zt{xP0i#XIDFaQF_`SPV_NO<y*1joDMJSN5(P(q%FP*>&+JOofheCqW1;zxG|I)?)-
zHq`(c7%9X75`8-u*9f;D`<y$wA7^$xMx+AtnZs_zv#$b&viJ5DEIo?2hXz35g$@`f
z(XxBOff49#(VfEy$|(gB#aO{fT8T1YBt(PISL1wj0G~aHrupNoT(*<=YP?#;^9Tmm
zTGo)(fdTP-dl$fTFb3jv0F&+p<Sp=@O}l*XnqMnC1MP_oE-|{{h$adVFI?yZKHJn6
z5ictz6}`q4G_Wg9TDs2G2n$}^4wN032+k-BZtZ7K6iO;Pj0$W~{vfAcss7u^^M_dj
z2?HE&Dm{QHh-|GX>rdRaS`SFYLT$R2p7@3kL9~o|TXd@uQThW&U{bSuJ>iY-gnUS&
zOD~%HMniZ-Rc{R!_j_Sp+_ZTcS!;kPioP~Mw(Y@#*>4;3e-j2-zQ0_sa=X)b01cZQ
zWbodc8y)OQ-4A#aI={!1U-dfsftzQXi-SDFPf6EG{^vuVig|dq7kKE!{&O?wYr&I;
zl1jOpV8W&IoXZj&nu&H;Nue@^r*?gyZx=sAl^SUq2gr4L7oRhTwteDzw%J1aRSd|o
znMGi*ZhR1`Q!z5eYw)LNZ0Q&-OI~|IeR{USqGAVoUY9F=Q*Y%CMX`rp9k3?qf8^N-
z+wbyMrp=Nt@Z-A)Wz&Y%_Gpf=f+-B#4zf>&qlw$H8AN&j8r_6U%#~yzVEyC6MJUhW
z+r2Hw8VvG<-s?Z^A|~w+RlI*AQ%+!@wt{=GA|N$T`c(Xte6Nd7q|}6={mRoyqUD)j
zw+fL*iDDZND}`d~A1j_$XECb}rRzi8D0S+taJtUi{lv0@c&CAPo?-eQ>td~HS|xmn
zBs4y<hJD}cZu-)nMS_2dEp9MW@*&G7&MlPnx_ijqVAU4Y-_+18d;}^51gknoILRM?
zM&<$T;tPSke!FA~%gqjOEgVde@IADn&~x4N{oSe(8WIM(k+I(Hk1mFAGh-C~d#?q^
zFrTEuDsoWPVmGjsgP-Z``Bh82SKTcqnZVsm4g=&JB6hp}q`+>1Ab+oLfZ+9~INbkI
z3jdztNC65$EGyhz(g#Eo(zcTnK11e812GUBz75C_RPs_6qsM;*#sBNwG1UKv|LjPB
z7KhbbMgVUEU@<p543_Y5@1YmKTL5T=Zs3-{qG7h}umN$uvAFhKja!3A>$9L)%Ym2h
z+x4!+=7i*bT2ec>7=gfUXmDotohSqecL{?b?lL;}!+oxSj$|Jkj6mkFR#^`Qka6A8
zVv^2!kU+Q88j2MzJWUF8r=5XrG6`8jZ!%S>OYGX%<3!457wTN_)Ms~;{k-KUy%Yb8
z(yDoAnPnKEBB#Z_Cin~EE0)FS_CP0hM;NjG`P;<0iPi{j%YN;Q4}LLGq4l|a(nYbI
z*C=B0Q0y&L+EgyK|1$&z0Q8Bj9O)wgYd1wzY2VT$?gHDIuP%@2X=xX_LTq-Afs<5>
z@^yUt5mWXHnCsisn`y;If9^OP`EozEySDj(fgCo(FDyG8_n_V!F2-E^A#82<?P-7~
zcKG^PG=2gQ5LV>C3Ykvzu4NjOB<NxG?~zAffFz|QG-QV+!vN1F)H)hL91SymVPcBK
z58T))s@KpoL{LU*B7jnHRxWcf#Ip&o@e9a-r+YDAWDvkp8UgH8*0z`rf^%pZfNuwq
z55pl&97AcO`FqhBc+p!g<}8W~UD+<ulMGb;v=!JLJ);nM^T$`NSV?lDAxd#2hc5DL
z@e#4_?tB~5tbr(!u(>I&>x)6q5VL#s%Ut7{hi9PuvU!ak#5rJsroZu1HNb~*O2|Qn
zL(m7mlA^t)_A%|<5ns3#PifuiirTnk+{EHwK@#-_kpg3oM2%UilGe|g?G{Rrn$Cx&
zW2dFX_e@vmufrM4Y#U}j&X)5xWH>6%x%&`jY(`YO;({Xt35Z?et|W^jf&~zy<ciO)
zfmUltr~Sus`F;xpO_6p9RW`Mujb|Wj-rwD3H$iN7U6mn9X{(Ql*`BT58#HvHx9R^6
zO=lg|^#8tpdPr?FQlm?xL3*U1C<sV5BA|pwON~jFf(X(n(j_6?DUEb@cMcfa_x1k#
z&hJ0|80YMqZO_;9zV7RKTprJI>)Bs7J98Kg1wIvY)o^TbtoF61yeDMr6N7#m)(v)!
zDA=3&yW<=JK!!*O{2g&<=5S=`BE;69uc1lWw|t|<fX32s#1*P)Cj4|Lb>e*gNoURW
zY|$X4XZ)6fa%r-QECEKLGqRcdaFeu^)6e#P&R&loB)Ifl`J~=Zc4Pm7Lv~ql@od)9
z46|86jXC4=caiW>2%*VjzlXsob^{Qu?>-00*OG>#e~MD>4!ZLJ-vU&Sf!P@#DTbny
zogsh%Th{~I7zyBl14gb70xX!5;kE2*s>CJ1n=s8Dm?<%;)1cu4(&u_;xoF`^ZUcIR
z(*Dx{y9mUD-32J3IzRXVst8~wI`&OEgj=0}1(VQ}z;;ma9CHGm@y1yVvkNx_a70tn
z_pPOj2+Nrulxm;iB5fy)79MPcnGp;2zXEW;E=-8s!ot$DaEBad&bK)7=Wik=0Jv+Y
z`t6Bxx$AqxRV&hIQ!@l!w>j$!9ObCa%jMk${Zot!>O5~#i<T^)sRE<i9kpaJbDcp5
zTp(a&Ct#TmgN}_7qAvBzt!sLM8U_Mqf46_hT>p%!d2J<<!0_y?rw7tRMs@=#-2|LR
zZ8ypp{zu9u2vY?lLohrXy}=~Xy*~6Y<)QMtlxKNRtp(6jA%AqP=kV)IOhe8TFh1EZ
z$NB-N8=((5mo&Nf;zJ+)#eXEGqoBUFnXP-jQ55kb2h&NGiGxZ2woD|aKoI@;Cx;In
z+lh}m=WAacEQpIrios-m+kHodo%Z`v>e9Ys!vN;%1H^89kSH)WB|=^obZ$}k=|;@{
z2kUS+@7=;i6o}%jsW7bpM-7f?cdD?VBH;xYwmY6OQzGJ%kP-)Qqj+5`IE@w1)@G)F
zMW~3vRiH|PCs_nGOL<!ocD-<VYkUS41=ex@&5l?ozzcTRXEWr2P2LUz29uTlSPdj2
zjLaGGK!DTI-W79H=`RyDve@D~qA-I|ZsGp%*zR7ZXP`<v(oq_;uT7QJ{~4g#JuV?F
z%6a?a(bPx!<_>hpyYM}^*Sq;`-@2*aTn^XW_hoofF3x(BqY7=};jb8SlI!#jS$*rA
zw%o1nn*cP(bg@Y*Jt|752ksJ`TFE`v=!T1L?QSL2QiV6UOlbAAev@^MkZL4SW;ZT2
z78Ls2nwMJe{j0s9`N97#7TTmLrT?-*om}(26hYJ?%wjBQ9&5Ks22n&5b&3`c+NtY{
zUvj#?R$_l_8~5gdJ=df#>;Whw>66<64QG7J2zyuwP5W!AgS=XIOQ|oft{^z40O)*$
zk}qG5l2^y!Jg(_f+Q3<%zjxL0%_&%j;GLO>m}U0tpz<Sz9)#S}eP=(<2OrnnIG9qn
z9vXf85<jJ~(eHT*ZpsgL4q0xwWNBc4MkPE2lb$xjS&HMT2XvUt?2KuLIpmjn*I4#i
zCBMt?v#jU>>{B)6?%EGL2HPgWH1ri+`?D`&7!GV$EG5iX8>Lhj`IMS}%6Cx35lL;V
zv~s^!KOgd`mQ!Hh6FAer6`Wj}<iQ+ldF~efJS-!{E4EA>!$@zwHc(mkd|1clN;h6v
zEYM@kGwo|HbC;FzJD0-RJhB}oNg(L^X|uR;rI?&vFto(~UncJd_y2#@_<!TY&x6uW
zKaJ3=bibVRegG7-y&D-hxX>Z+kQG3Jkkgo@*ZF^8rXi@#BNMkyFCjE5?9L?s?e2Wq
zkCFmr3BhgvW`%qOC>D|2@_^d&1P60+_}6I}*tRy-VL-#M1<d{u2rxc_)}ZK#Yq}FK
z{7{B8)gtg56by);kU;?B$C7gfuDika4gdts<r$nlP!Eg+$4UqC4ZhM8jK?iRo<a6B
zu&}LdQHJI1m>Tv+VxPjgt|LTz7fklv8b-W>uLLY1$kyI&06u8IkEqf7wS^GdtKA!U
zJP9BokQ$R4(14d{Xn=nGWj(-%?YI|oMg}CGf(_u!?wbbB4Nz*_0P8tZfEhKt#t9WL
zyFjnCTyFpZ)JQBQ>>s*|J$Xzwd9_ir@x#bL6K~c1+~CwB6q?=qSh3u-a@s#*+C#qq
z=)U|O0zZl3t-Znb={uKmQECQadh#wR1wPK$k;y-#N8USbh>3>kEX(S;-x+Vke?2Hl
z5#J-44}Tff&&rJPOGYdT7y>mfE@~w1KkN`tM+vK7Au;EVwV`jGYfQY5@{?a(c=$dL
z3CtTJ505a}uln2*T^Bd4Kjb-N{ju9l1Ul<_ypGZyGTNXzrPkNCwO$;gCN<f+?ydFj
zYW%VlNY7|?v^|215_WNy@Cf17d12LJzYDwhq`>k87xgL(ION)3;aThuw*gUOEN-wy
zY#luvVf!$T0Lu<@7tna1@SmZ|9b54P_cvrik!=Nl#9C5yE#Nc+hIhhVU}F>rgJ%fY
z1u#O<XlP>CFN09K#CA;Q2@rGVqC#8UF)m|reC-O|vJ4Lficz@N1tY7VH|TIT;n46J
zK24pr16S(og$-SPYxvXwv4ojj)swX%vb~8T@q(W75WEH^+Nl`==>lP@y!LJP4iyr?
zoDM!tXW^bpy()4ZLGcEO&FM4+>1pnoetFKk$NW5x9=xd5w`&pP>*XTZiF#2eW;*8d
zR_aMyB!F)flZyDmLxmx48Rx`2-cezxPTdso%}I!lEep^89nJhwX<q$pJ*RBadqn*>
zPhnlk=tOly(T-kRxY?n74BL?U`*ebrkZ;8*?CZ9^PE&193$deajd8^%3!o1d|4KSO
zPkyp9=8#LEyh%#kE+-wl0;=x~Mt0Vi)|eFc72UwIC~E2_3($&@(eG(H$_=wCJ}^DZ
z*|KD+UNOEljqA7V5s@lTRjv3c`i6gP-^!1nyijKTQchcpXPU(E%hM{+l-!3UagF^K
zku@pUiu(+_z0zVo%Z7eG7EgK{4>&dbl^KoR4XL_oN9>s%H0i~r_@<jUPp|X+r6Z2{
z6)Bk-f8J6ME({e*<PG=h^Od5JB+TYF#iLSDvE6~Gd?#I3CBF{SGitoh%klhUA3#wg
z@w+h5pe}FDzh-eZs+{i-|D7Gw@z-&qL&ScV*jd=xU7Xcgs1tQA-@)c4Z|BO9F{zu}
z{_xFhO}REo^mNqh@Tlh1^yH)?75hk;V;!fRc)2qbx}6=}KA@TJR`WUlybf(T!VU1?
z{RfwAJlsp`fNkV!Zf-LVPit*ovtVAWprPn`mlX>l(6X5%$$z>BPdbw04EXVuF`!_k
zn1mySR`dEi4>a~7mrEx2J>CK@mL}FJZ!k3Y97F(X17JYWZ~))Ffv=>@LWM?PgD(c&
zffiJh+raHTGzyX^+$GMSc)0hwfq#NZ3PhhFglB}TA|(Kg3E{obZLY!+3*QmG0j*+I
zC4jjEt#}>N@!#&pFWYTXG*3B`$Luz4I7<H2!u3+er{lpxf8VQ;KQ=VW-`np6Gx`T*
z6Ow&oaRG4@H+j`pB&ZK&^Tz^&Qnno+2P{9#E70NVzjnUq=YS?`<K<yf>w&xn0x0WH
z5#Ts9bnAm<5fg^D^PAT}jn3}{7lLfNlBhrYH=*neKV=Krd%-9kEz3ZZEclkeqkAr#
zt9xyp^Bd561G&nA_g0riR)2hvJt%nq1ZHwGBDf8*3n4Avr69mSMT~}yhkX8uQl>ov
zoA^AEsl6a|nkPbaik*QweV?jb6QNf-BKo7a^RFmzJ_aJgI^D!w#uV<1SlTLZ5R8&o
zIEv;hv7aR+z>;{(%<1Jp7KAfQ>pTSA#CSo_Uv@txfGt!=r-BURDzJrRhKA0C2SPZk
zj`bh-Z5ZaF1{v6)`urgWFpFywzy<}Giyt#Pgu+>9A=o&pfU7Y72M<7gzzTo>@8<*@
z7Mf2+_R?Is?<NdLQvfsK<M@Q7Rp2s5)V<`_@@>HLZ4w61V`eZJhMhO<sJJcXJr$Da
zQ|re~1)puY%v>kct<6RVeEI<`WLLj*Gjg9)SsSlDk6EQ$h>y>Oojq|HPpn%eeN??x
zb)rijx<QG@@(uoK>ll$%5Jl4Cw`^!QIt>9vnH-iT$2sb6-f^Td882^J`N|m8^TG_?
zNgO<+(j?Ro(W~T0o_H%*_i&M>(oR`9b<D0bY$lF1E8}O|fyQIrS{2K?JT2Vc+eLg)
z+{JlZ4e+cZHeu!$MeXCkR)>zvwfeY<xiiV2*}stNU++$&b<2JRJ`iSqSN(vxOij@~
z7QIE9Dqc}54$-%m(WSq_pCYHQ)8n!GHx+3&)l&syze~yWm1z22f!W(kxXGW^c8X{F
zj0k$q98lj7Nci!9AqLKZ#AbX&H*bE@Nw)Aa=mUcF$Z-wgHKcAhq7Bx$531--vD+nH
z{gZsuqs~-q*?3Oysi#X>@jEAkV(=Rwhfq#&Wc=CtLBb~^N!iqBc=h}2koCWeKrLFK
z<{MS)`05(_S7i!QpW%T7BB6IlVH3Ygsisa#xFlp@MLHpRAsgBFwS3P~r6c<Vv~!go
z72uPsxz>Z(=H#3XDh>e`49%z9MV3ucZf8x>tf9LNywUK2b4B%-?=McC#2`_)|1@h+
z1$@KlR{N8{1xV$PCzRW4@6{g}RpVN6l?5*)9aqLNc1N<*l^@9hF-!A8Z(c6PR+Q0C
zd`*ezYltlBB-n26VGsGm_vmeSWi)+>Gp?_KlZaE70at2~P=zFo)H@^fEBbH?O1&ce
z<3})OTJ5p$|9mij8q@us8k569+7&?UYyv{F?(2z|PhQ{peTdrrhyk9M-pL;YW$;nT
z(yd7XM=!n1?N7j;E-)@4umG)q+t*e{t2n1%eBfsub}zW}dIpT@l%d1CdW{SdIRje&
z>y-{<*gUXG-W-PN9icvMmTmhSp`QUp7^j~9GHELS<du*ESn6glk|2RQ0!!^6;Hm3a
z1&*H`G&JcP)Qyi<?{9g%B6y8yTLFDhSTU#LZ(6`mVKXe?cWE@|_v7QKv6%0uqF2io
zFrD{+D3Q?!)bl6-4#K$)o@VEl!^JIt@1#M~FMGewP8#f=b3Xpn-3)~o4>^7eKwkj|
z-iNn<0*eegm{^~UP^)?awoyCkCtHeJ^bkD(&pH{{)-qn+k=@AM-T%c8xM3`>$`JU5
z0nuVs9-y)P6xy&Fm{GVSjP_<T;<C`^E{WM+jQE`gOV~*QZF`vhK2wn{N42vRt%NFV
z{nf9g{~(!E@OKs>1;+{lnhjQHU#xP)(QDVzJGkHGNl-j^`ZhP>+-Ae@Ef>G)s;EfV
z%O-Muh##*XKfroZ6G;8LJ+9gV`%c`PFpL21vBGk7z5(9$AKf?7Dl5->dIjk+XP(F-
z2)nvA(1p9W|EfTCh!;sFIC$1HD`B%NSUAE@yzr7i4|gCpAeYvx6L6LI3MXJQ;fC7M
z;e7P=p$Q6PjD^QCSP9WWfWYg=ei#6`S)s-K6bvEkBKIy|fqoegWZp(~`c+`M@ebg^
zRbo<&HV1G;6H6?dk9es6tVA=Y&WUjd-WiVKFd)L!k=%rxMtOZTuW(B`2REB=@l6K8
z`!@Mzg)nUe)Jb$jx~gg1I;p=CLoCWZQw2$Fy(ejmc?3~Cpiao)kxp*mOa9+h2sqaO
zJ8xC*Beg%xljCvLT0iIOdla-psBDJb#GKmn7bvd_5k50}D0ByT1RzCEzII!0vL?;N
z7a*B3NO)xTe126{00}9=cgq(TOS7wY)6WEQbQ1b61!^tx&^b#E445`Gg~G?GZp8O(
zAfKs$j@CU!((-SLJQrU_rDR`rvSf4S+G}y4%*bhe^_jc9x!=-_6Srgtn&{D6pBRmC
z$N+zdwC@-FPAWVai!-f4%)q3yZs537WrXXXhZ}mUv#lHV`L8&u2g2rts^N7F-+J%*
zZ06OMDTQ+frm3Bd#}^iPO(N&Nx4L87<-l#MwV%IHc0K5@TD)q7s4GiqcoVFEXeihq
zUA{B(0y-=VM68oA!lV+v#P9Z>JvO02A0Qq7{$x?iv}I$8lsY(dTeDZ6**fpGB3AR~
zY@ai>YIb-%Tga<y2aU4uZZ`guj&YiK|Aj#%$Td%~Snj~$aq$`k+qEN=SG!9)R$pM2
zLv1<-B}n}Y5)OQAuFf?|5>=jz4e-#s*^Gp$be$2Zeh&C<ia4<~#`pbAjcs^mm)!S|
zn4DbB%%bC)n}RsocF+se*o=3H@Rf$}T^`lRKGVuid9sdt;{yH(1$kX3KQ+>QGuUp!
z>0T{#l;`u?DmN(R2)q}M7H#alAJ?l-`B|3YK;>)3iJ2pgSA5T3SW?jc{Zw@%<6T{3
zkB+0NQ<s{V9g%XyRjSZDhi`0rBK2;uFn(irq^El>{(nLe&woM^1pgV2@nhMRVN}pp
zR43WU^5ISAXLu4jdew9V>IbZ(4`CVeo*n_)F*ofd=j`0X>(^Ajw5S0V>cOYqF2fE)
z+szrsus=AMSF*^Xwbg4@j0+VC=9jY{sU?cecD?`c=n3G0$(V0l{>KNLS}~Rzfk;j~
z93&_h5^Jb{Ud04&gQx>sfTh$jKpSHU4p(C78m7fFi(P)u?SN;qzWG=Sh`tFD60PN-
z^I6+k=p@hxR>;@!r*w7r1ZUt$U3k$FrgyKobsxZb0n5`gl<Ei*tQ1hJOfpLsP`Dd_
zfUJ4b@Ie@zeg0R_D;;S)9S1*_M)jBBLLVPvET=<`AEjfCI+naPh65aEfQF0Z*iyOp
zbbmgXdvE8pv4t62seagj0-9CEh5w(Iq;4~Z?(DYL@nr+ec=zt>05RZ)st&ByF4v$6
z#Z|mNRhvaSzuFeMw&}3<49<PS`9cpYp`2y5C#4A<5=p(PwWeBmitk^-5e8nlLOA&<
zo+wugw}n~0ct!dG95ul<SDCzOLdRNE-SxFMzW7zZNgi-dWVMlTt$!^KT+$49qkwo<
z8=5u&pg~z#`fXqBwwv|AqDeC4q<xNNc0Rp%LmM4)$N+71@xy6SFqM{bn;ksJo;6Zn
z3G_2e!FEUBs04;2rQ_p$<_WK7Z&Ole(#OSFHB5JcX~U!eJI?zGBZ9i<*ptrH!sO0>
z5W;|0<iLh1kQ?MdOY#6Vs#lLsFi(gJ-)0H4AUwiZ3nv2no-U4M0q&tlkR>yh9T*oA
zNT||?3@gmDT7wegx8dV;f#c7^212<2TsANnvmxQ5$S|c30@LY3z=verGw^R&tPi6M
zfUe#NxiRG>jcVJe`|?;r$9?C5{N8C2Imsqh1L9u;we17992;D+gpNJFu{6QztofSe
zx75y&23gkiV}s=VpqB7bQz9|FwD=e7W74?Gm<~g?6=;+dHe!mB<ED)bn1=*N;@<lK
z3!3**1+%GoKN0;LY3(ZGE9Z}9X7JxOE~0{Tu`0HEc0*mhzBc*^|9KYY>=E-5NfLK6
z`o#x7?;&seaM}m?$rq$u&Tq#?hd7u;8eGC70&=N-4qYvlAV_s_JtI7Lc)CfV>_Em1
z50afy9_Q~&wzWk`C!?B=nCbJ%W^eRwKfHR^Bw<+NFc493jzcWwNk^~|x(ZF3Hy1i%
zU0l_`>ljv_aUuJ}eKc<$pRBJLSveoe$coC@O1SOS5PQ1<B;+jTMIQcieBKggvL5qY
zSuXyxn9$;{Bg2i<`2FK=Mh<Jx*+2!M)Y4BuvA6O=b8FjEb)u$kNRglvZu$tku-n+f
zSN`qnhlwLLykYx_$xQKQDh7P}6eLDYBiW5jfJQCC`+kqt5$7qr7+aRh9=C_a>#kC_
z;M$MJ@OG|mexJI4*68BgiMtVgbo-QIT2Oe|ZSeh@CmKKf*TPTk&8HRRBC|~ewPh0O
zGkzBo*9{P^-nBPmU47FptIA8sG@c7akP>CZP}<H5MW*O5mEWcwvhm?5@4IL72JY{@
zmx%mt(XFCL5vfo7wVVMH%lhBl3YoD1?dkh(k<%ow0Tr3#?152vE*a7_l>+9IIDq$l
zU)hnt&4^Ow-iFEpBMspGe6tOxJk8hJlXn5ya+iSc6fl3ca(v5ttGvt(Kk&WK^8b2Y
ze|%war->;&K5f00J5^ey6ztfd?U?KwX#VVH87Ke0HE|#uYnl`zqksx(ImDkwbqvE+
z?rX6a@z3$ISs`;z={Bwq>Ex+zM~8s41N$Is^x+B{Fecjhddi-<F0Tt(0p{IX=8(ri
z=p{g14}urUE1)|4TgyeztC~Ph69>kH@(jE<?O*ISG~HN+<~sxb0KB~y%L5vjd=^)g
zNB2-ZiwpEH@sgSBHPcNMM(WS@kP)yrPfhigesZtkd^Wa#462XwbyMbcYjo~Etdsw9
z$hQLheXo(cq#-ItYYR|<wr4OnC|ChXc}i<jxMUGcEAU9pRctk0|9XW}$Jv&|X?v!b
zj39!?HPyn2$L8hiZ$#ij>NXfp#(y$7a~iDe;?=_t2JXCtv?j?I4z)Shl)7v^kseUR
z6#|r*nX1YE;M-`{89Uw^^z@>{j2g^JjSk#|EjGSa4vOkjwu>P-W@3`^0!-s$+Mx=j
zV#1#u)CDFbOG)CQ0Ndg(uvQcnVHZCeWFT0fWN@g=vZ)q_nQo7`7oi+j$^)2;hD3m{
zT+j(FF&R2r;)5CsFy&z}_if{{L&-*llofi(tMP&DLDbF-B4iH786hkRw`r)2MggX$
zu(<(P;CWbkf1ctNzV+S-#5n*E1v!J>&>qs)TW*g^&3is})&{;l@3LMMaBV}8;~$k~
zSqi6umz@+t@FbUfof?Mk*}S|QL>Nk`M&~Fuf$)+Ewn@dBQqhZRjOB}y7{LJo3|1IQ
zS=0m~gf`6f^C3gaDSFlVwv^W>6}ZmXYH}wQ16*da!*{+5u{xgNAB>)$5pT4Ws2=Ev
zpeJ)WHFT=gG3uO<Ab6n7<<BmSO5Hx2#pfT+-)o4EMo0dldFHs){q51xQORZMt*V0X
z$0Z5qLJ6XPz5+a|?XNgvNuo?0`s(}}@3{6v;mzsvN8TIXn~w7AlQ+!2n)Gi4X{3+`
z8a>RIgA7eCI_yI>dKnJ<N?~M}cLs3jRM!xMJYd_AWP5H(nZf-DH$sF%jSv&M2^}OU
z?zZzL@K+|!;e5+)i?^BF)N?ABa3S?gi*e&SqD3iZ1au=s;Yn@=LnBhgSypG6L&nfh
zmlj8{W}WzkI7r^D#0v6J5u34I85or%@SFE?0VQNLQUBlZ5~OWb{IQRUxKtH_-EBz7
z;1TH7%yXcavAh8_O;;k(I;Hx)!?b4+Y~L4EdfSD1ZIbwLlx$T4_{RceC-D)VZ=_-+
z%9YFEWDYMLfBKv9m_CL1DIsnQ6_0C76>a+VP@(;A#i6BiRXK-r%^A$^WK)A@vHFGD
z|I4isu>rZ&xER24@e5E?yu01x&M*Ll5>;EAj_TYeqDAXk!GK+sz!oOk{o+j;ybh=v
zMAfM|252{5+W`lOc{AomGl1fkyJ&0ytRUV%fdsl2Jr2JuzyFFU#Q>+slNA7J<bBq9
zmvIYihXJivB))*)BummnCb-Kw!><ej|9OYP4I~}!#C5J_1vu30bPrZlJ_A15EKC?8
z9~bi<upKC`S;h$h(hWiXl}w!cG4BE3A#bRWVZLya=DTS*ARdN#H*z>~xp3<^@)%aI
zaM4V30-lB!`yD=MC_@`>>sjyu_&cK&XoKLL_cfqnTc8kS{>QxO*McE#ONq<pi3=SJ
zZZ*@JcA3Lku((V=ei+&^0N6||{@L&}&zuj?b6%<IfTcwN{#?-&Ot$hFI6y0GI^ism
z7pArRNx@1K&3bqP0HC-q70;y~CtoeGXgwq{`d8`5l9dgWo16#a;dWMB0pW)Z7RYuS
z+VnZeUxd0GK8btAw^13jjr?}T?{$%3enqcNp69)&e`K&LaHZE+dxeV`ebVG_X}w*$
zyC~zJ+(;V=x+Vdq%gI)IdG9QcE3x$S0=rC@xQC_B?aJU__H1&eXtZCFw3xVuJ$=W8
zl?qGv=OlIr4&4KHY+=BAc>pK>0mrKQ?1WHcX4WTs;{w2l4i!Uy8V@1xh$}j~#hVd_
z1ya*Z07S12ciazo90THj6u}k>aSo7Z8R=7A--Mleu>e_xxAXkhm{&{M{7(I}MYE1x
zT>lDz9Pg8aabWEJOuMgru^2n|z0`fxhwP<Onh3;7v+9fE6+7#RXL^uG37*|wCGDLm
z30tO!KjFS9gRLo`a5Wp;NQfT5D^B7s*YV<>{4wT;zfq*DE0Xdh@*SrL(_1q;OK9BY
z*=I$0Z>D#Iz+*YsF$u>d^c0*0t%K9K9=j2AX@9-JWHz6lxN#JcVG1T6zq9?RJ+<-h
zomj4zm78X~m!ON6Y0EtEz-Aid42-*tF1nwf6YTh{QkWpV>ZK-uz%q7g>(;e-URhb0
zbB%FI`r`cJh>8Du<3(!okN~~Q$zpk~>Rpj<Ah-etUIgLo<HqF6tk`nc$XstTbs=m`
zP;a)}x!am7*>~<bmX$b_lx+Ac)tFINK#kCfSBaA^?>H(+&TU_+t8fTuP2xkk0**N>
zx&V9C>`r}ZJR6BVJM8|IQ@$L<^wXDgM>@P#5F+~QA+9o+3gWSVovS1Aa4jz|L=WUA
ze0B%wvlIvn&dMb^?E8s%{;MXPlmp79$tsDLoGjv}*#@q(@1k)<tD4?^QXlCYw)n!1
zVsTv~V%Y`^qF_9+Urqsw(O6Bpe2>GlD1RDARAb*x=@$(;S1w*l+L3q;{`Rm6OOTcE
zF>SP~Sp*5LJ;aVBtsXj=knPpvydK5pdWf!-rq69{wav7Z#iod1mn@yXzG$7{v^dmT
z@<c-mm}SLw8L>uk4N8AVIEp5u!xi<Zhpp>U%l6Jo;GYD~!16`=lLm(P3z(qRb^J<&
zRXP*A8wFh28_;&6LMhkwD90?tmp@pto6F*|yMksYcfEyWnzLJ)jKyE4@vVQ;IrrY$
zrU^fytcJk9H9eEaw$m7;8p6y<#9&kI4f;{%oog95HD_?@m>h?kX8mFgu};w3PH{jY
zKqf}K&ol0SvnFub>=QBIzIfVKT_DJeUzx9N{cSB7n!eXn!aW=i2;Kb?jXgkD9nF!D
z6c?%bPhZULA^rf5Q5PmCV%y?-uD&>Z@x#-^vDQwy1=^QP68{Elo!Rvp_~mc6x;987
zc1<Wm?QR{sE}tAT82Z)0d*4JXYH?l3rAh{GTW}C!MqAMt=%MSebHQ&0evBinz|>a-
zoE@bbs3@71^k&^HX!tqcFGz#0<llhc=H5F$Lc-uNsLnU7kLA%a*nnwZ6|m8?nJVnu
z!?0r8$XeUZ1^tpi_y{Ds3px7-N_jRzEH*`22qa&Zg_<ECD`K2s)B^ACiCZ}scDHv@
zRZaqn0(`~tcOryRR6%#}ECH6b!jLHpP(BG5gUo<@{T2dV2VnE-We{*AP`>cTAA}6!
zKLJ1S2dsh96zJ8W5wID0H(NLJ#RotBW*jw3zgR}Z=@I(=IG9~%tr0EKvOcm#Jko8V
z)y?p=*8$vJeBHz6)%EK`%*!P@hE^_#Gp=Iq@xk&WBNr?{=WFS5wD2n$p+6Lj^8a6t
z9P4u=h|+uvSWckYqdN$n-GDyn2pZeYD;$Fi&oocdG}ofp`|OuzeH>$dygAnJDQk^x
zI)sR%XzN0dARi>YPe9gZG!*N19Mr4Kw;~TbLz$f_sK_VQCU<D^rFm-A*^=4q%5&E`
zr$S~bjN&+o7;VK9H$*~nrp(@b&_xI!nSmKn@P!tCLcS*}j&L)r&95f7=ho=L!I;mX
zcU9&1`?8@Y)7vHtrCgTaeI5_C7>_!U<popwbW^M|Y@_g@kdSx{jUNXyA7?4D2xSCR
zwaB9Kw`eto1s!p=M;)DJL|U=A9e~V3ZcPPn0bBc`t09B^MpE@ln<Ot&K&4cxx)jLe
zQo&z-Ci9|L)g2pn&085yvoF8zUb1KaCA@Wx8ENpbq~(&J^RO)fZ$!Z#O^GcnaasYV
z#|SS%1r`A(e$#P77OJiePLJ=pHJ=1ZHMR=Gw1#xvrKLHgl}Km}$DRxR+E4vQ3L${K
z-YW(a(CpLQ=3Gjd=eebR9|hu5HA!PgNoXh|9Qg^tEJ%!PTd8B#H`39+2)0F5*vzS$
z)H&aGho3xqS*NWe?5L6orcHIG`X)mU-ajB+tU65jb4)k+aZDYoSMkY9EBMjya33)z
zn70h)y$JjAF?El(<wvX^^fSl&hF`aO@m5G3O&-z;DURAcRYYUs*gQ!-{I>6z);%Tq
zHPiXmze2H_3q991<8#4)k->LA=5TGncl1B(2Tv$>e#${|hqRl_kKR9gs5&h)B67td
z{=hMq>4DKoPRzr3QR>>j(7_<cc+&%ZMGF8TPcrR0M)rv#5<B!xe9x2aU>$-Rh$5oC
zt~oWL4p8s~m%O4VW#q=87SklL&&eS_v-dTsUgFy;>DscNRLVrebLq7?DBgWH6>nHI
zW)5hab9dubaag{e6<}~p+;B0N{l~W*<6Al4>0x#G{F4fWmD#+dF?AKS-^0_7HJw<#
z5iIU=^|7?C`lLIS^2v}#27y<R4lgMzD6vDDu}|%MRMaI{l)lAADySc^6sUp<PdMd$
zKY|n0ED@UK%)1^*pL{Epg8+@;D;9jS9wdi(R6y!m`g<Sog>QCDq_UZOe{t5D$)mkE
zXeTWh>Vg{;)(vq<4})<sUq6@;j>_01oRR94p|)BK8`k%0{C38IdNwd4g&F<81<Z5<
zG0AQnWyH)Z$){rx(*`BTFN(MW!`CgRc7i;$IGpL;oO=h|Hhio0vgXOV8`4hktMYj?
z>XDXzunVtdac}^mGl#=ByHr1xV?xKgbRO=VA)UkGe{TAIHCLZnPl|lh<ZEhjH%Pau
z6uU2T4@yV-jlRU|Ba&)nv1y6&pp1l93e%71JUL0}CxltLp7j&0y7iE|+?LsRovBj5
zk$hc$%+8D#r@quy?#?Ali2o$lijFrwT$Z}{_$CxZFlzoP=c#&y*45H$pO>Sscf9V;
z9p<0(lRA6sy5~hLKMK=nn6P~Vi~R|UKiG?Ju@@t#aEs-xPx!4!sy>u&hWDCXzgbTG
z?*|Zaj}0^WjG=;heo=R^B*gldvWns@ml8cib?nlnZneO8HnIXszroGM(w}vQLp?J8
z&)1WFZFRJwL{Uhy%JjQcQ&$35S9E()9LKjDlrn!xlqzwhJueMYWzKq{)Vq|o|574)
zwxYfN?O2EqT+<Z>ja>+f{;^FEh=?(NnAs#C@9*ZfRqK8DMP+{p-5o|D0|lC}0VjCG
z8+fu|fG=jR@%9P21;cRyhSE2oa--pOp}?_>cDUNY^Z^sJNwQ39YW=?NY-3Ai^Brgw
zfbtWESu9+?k;SaFXKq4oRe_!=o>%DAe%eT_W<$R{P6!TcM$Iy|N@%B&*5wSJNaO*q
zSq<DLVC8gQSHQ!GJO{aePHSNg;>Zb``u;OmP+_Y<b{swv<+Jz6NnlRsSE1%l(b&xj
zO)6xqSYIK6KQaR9!+|FPBqxXs^0oCl{2))3G2nD3${XF?*~*RT!~mY#d{pNmtbg%_
zeFHiS*k;^r0odjOG9i1v^*g{1Oo3|v#qhthz-DLt*)ec><NMx;v#@WyOHW*oauK-4
zk%#_j(NF|=Dx7P|k4+z-ZhBcbZVemW)Xq%2tc-9d9eXr5&RbPMgi;psZ&N>vCaJx>
zeSm>5>{mVaw=ElCj7<6rZ)1IU?fAkS7<WK-8^qEzAEM;?o?N^avpg+`f{hQTz7U%O
zD;~YoX~zG&j_VJr{aR(WZk|v7ujTt?oX~l6>ue|OUtNS>0zrJ>wfwD8bm{}D2za3T
zq2i3g%g_n+=_sLE=DK%8_2bFE(6kXfN(ID}9w*=k^iEq=0svu2M)(Pcn+`^Q-57Y2
zHyaUmJ7MTRZ>sR(r~ufu)HI6J*xC9lJ8oK*`qat$mKe#56_pP@(ceaRVilH)*DKJK
z4L*^eNnwa8eHj~aGXyjZ&}cn=ENo;dU0>(zYW2~L`GkN-wt6bnC5s^8lcZ75K*ud=
zjbN#Doho20j^+g+J_3bH%feaUI4nrcYL9mU){t4bh|%yO#Iv5>3{=LV0`h|n*nuEP
zpEtQ=C|pGr`g877;(X&M7qOnam%&iS!VwFd{1fH<i8M%r9~Kh(CXC<&occBpy2qdr
zz6}_d^nY!C(Hdb+PLmRnZ?<!{E)*Ldq_q>BEu0wLX;Wa0>w}=J+9EqNXbiq3_!~a5
zF0iJfS<H!f`bL|j$7Mf}zhExrv5W2)!yD}0G=)W@C%-S}UjL(6c!N-)^Z0_*)8<>C
zb?wgobM#L8yvV<=*GbxEzon)((^Hf;oROj<nRu4VHkkv3`zz`sNJ)N_mv0?<@{vkk
zx<yAZktk13L_8on=A@i@w;7^>Yn`(gA{9f_{(iC+)Ed?F4^d=xg3H*$N$k7s^-}Qy
z50S;vWpum2r1GAjM4X_ZqY~seGV{|vWRbra{x-L4zoL0WNy5~<)d1gK@i`McIGNJw
zP^OsqdS7w$r0tNwS#xx`%@v7QrR1kD@c*<bK-=LlnZxyWjLP(&|1Y+qs$*Hvr(nI9
zV{l?Zq5?ZD_!e)&@uZ>}u11gh^eAQhoQ5ssIS8>b`)_060~U#}ttV1_+FxIntyQw|
zy+PJCS$zBv41ReqTyNf)^KVQc>~VWs<grN`hG{iCze?7!yqcDxJJLEf@b_N9?#hvX
zpqV0N2r*p0<ozux<U}drvlo7ZABz<Z%n^X~wN86yn03+%vbTtFo;Fyt^pbfw*MFLj
zsl@e|VsZLVmOpcUaqZ<Em;73+kiY+DSMP3y(#Y?>DV0oBzkk_ac148|<zjA>d2Vq!
zy2Q!wvtNClteeYk|D0n+0m$p2f`J)c!x|60iL4^2<R9-k%@u<Fm5Ka51|g?P8$NO#
z?%Nr$%{3>T9a-<dA-!k37mrk%4&3*b(OsFZW3^L+Pb4X2iO2Ql>F?dMob*$xxzETx
z>y7k-_-mdTik_5-e3kz86bsFNtXT5i4}FkjDtqR3Pd=84^ub}B0X|et(rUtB!<sDY
z3$k{7KA}+p#7Q7@l$P}EuAD2yXTKFy2yXZi+qc2ijAa)3pz)qA4>g6?F%nrHEQhnT
zeBOpF&E^|<*u2QBc3`Y%ti4Tel6*iMS#qUd?5Y%**s&d~wy$nrNNCS|p_Ik{%I2m<
zwbKUa+H#twnD9Pg<JDhg_{-6>b-8iE{%<Sg1mRHU_`SJ*Id03!=3gS`Hu>u4uEwyY
zewgH;B9n+$E`pP?MnT>80n1m_I_l+d2b8>EG10$$EUtAi*z!_D?XXe&XSPNk2N0#B
z9W5m5K-FM4R|G(W=6kmST^m!9m1g|<rR&88l;2^l+IDcpQEW-*mNvRQ{pouPF@MPv
z6A6vfsh!QKjmfDC(y75+!^0O%9$J2<?Z{!Zb>EC=T#O5Hgt8aSSBd(9u4&z0_C9Xw
zzXqG$uC@=r5}Vd23!lLG{D<;Ir~L(d*J*#}^I}eF22FrqLH*rbaw9yJ6{URD0<}BF
zJUc>UZZe}j9c5c=LD3%QF$^_8T3HFp2PC71A&d;#coPULF#bmz{BK|$&e(0n4y_WF
zE*wjeK5kT;E?_ZXfe?O{!@2>0_CgC09j6b-EhU3bh_gq@;dB9scX02}Gw=psbiM^2
zIqL~<R;gzb5n-@SI@w1k(W`%MKyh$OG!$?T=&wOV{saK?)weXbdh@Pmp@w|I9LoFs
zWp4i_7|iGkUprauB}17xF3XfI!krFLu&MF+k`TMnsd)W$@?y_cz2<?U1?QK`jxWva
zV$9x=Wk%BI=ho*w^??I?%!u6<q_>5mB*lPQiF+5L3I;qzSNBpR2Y9TyH<_P;<^DXK
zaV`Fh$AKoXA*`n{>+dKG*kS2R8F6W7wkTZZ*rHJpwOAqeNoUhU(-6cjtAjtDVDl{5
zku^jhV!eD9s5=N0!o%SW52y=2_J2z~7tkGU9Jo5MR7?1})X8;Nd`09<QvbGZdWu+j
zfc2oe02Ug`R;j}A1r?P1qI-N7ZR%NJNJq~!{4$2dt|x5!*VEL0>*t#hdCC3hqVbKk
zTwVtG*TV_m30tzsVl{don4NAvnYg`Q{5Up6cdt#g<gwT^tqFrh=}_LyP+rJTo+_J0
zs)h;;?GsvTN5cg}tPU$?o6<?w2c~HjsTPJ73PAQJ>ZKy&4BKC&nr2EdWh1^WS^@Ie
zJ2)_v7jSxiNykHA5m|FLWM|3q1j6k_&{m62Sqf+g-SIv?Na#UvvJk?m6*NB&iYLF?
z!iMd07rzdK7ko%`*#B2^$%`y0e>rWCj~!5uo|GaZp(iJ+Jqwes@wKt86dUiOE!sV>
z5fK*=iq+y6KQ$By9fn$_68s9VsiJ-WVh_zEf25Q*a==cpE4oXKBs$6_#Jjol$#)7`
zD1XxPIa;b@?Dx?@b4Av!QHHWg0UMGe(4ECKU>y7T&Bl6yg%%YqZCSB8C1sjl97Q1~
zsWn?|rm|Hr<edFoc$>7+X$1B?Y;@kmNzsSK;6a*32ukZp!|$Wp488U;vA~@XNtGBx
z#o#Y{3aqlCiBINlJs6|V@Ux3$w)p+9zsp;brc_wO>fw10c~6fK*!_}-GN$NX;8#AS
zfIP|5sZWQYLtJ9qNSX8kV}o_|?T*o*C$o3_vv*HsD|7A??Zb^<RUL&QCKr80^)^t9
z;DX4@aRO&l_A@Tx0wyRZVchscC-=xmidpIfs{c<hnfBr^s_zsT;?Wed;MmmhJoTW-
z)_*C%<W^6{-$&1scDm8QVAQU$|2&cJANQH_*}_njypc3_tCFshFA@Y+R_Avt%C`(x
z7Is7<%8o1b<p07r>b_2ygDg!$+T)uiy1te4T;y!B5hPXh=oQmtati8iJ55N}#60><
zxH~ib>iAmxWK@Fd0YZ@ushFszPiu3UJTvp{S;Q}5AXl~YfYGT!<}itx)BTFu*nUaX
z_C0w_>@eAhE*I3^a5f}b`fD4@wndxZZ!7rdNL90pu`7P1Q`%wZHgrRzRyVy>v#ueH
zl-gr0{~7u<=(^x9ZOy2Jf=JK}E9d6^d08kTUXl_(RYL02p|Zp?LF%7>smuG8J~cUy
zl<+=%+X{6yyLm$3&*Y@|rb46A<94<oN&CD>J0y@OYyA-_D5#Z<9rx)YQw48aaK||=
zsUs@}%c(Jyb6?=aY-zC?O_ke@gA8L$vtqOXtE;AT%@JwwfX$N!_(Q2FWkQom^sz)X
z#Hv_P9m3ZCuouLeDA_usvR3DNC3>iwW>Pq`<5tH46iqjvpCtmx%uf}cdfYz>z2;Th
zpVLGuI$e2+t{cfsm${F?`qDK@CbW^jm#!=4I~+)xK+@pk+(5F1Q8Ov`qZ|KIB<PX8
z@S92dCg%&FiaAgH{hv4~`;D)v8V+M)8bkfXgS-2K$*F^Lhx+?vGi$h&>0i69WXWMC
zjsW{%9iDFZ$qqBuc=rUIjhO(<>Monyp*$EDxf3vk?;N}f%o{EHzMtWJ3wN;Z@V+I?
zKVWgy+9!u9M&-6zp*nR1DQp9!U$CG$MOU^FM5kAQAT7uNK!bh1J8KZ7LNwC!e50mA
zw4Ao>U1t@X2d4+?3)3h$-X=irIGHbab%212AQ5bkGObDW;9v#W^RRJIK*c)WI}t4>
z(FGVsJorSXZ`&7)gmQ2pguoh*58xs$+;n!f4!~59VIaWbu6mS_xe2^u&^booChTI!
zf~n#3QQ>~8%1zitDn|U~*9eE;{r1Kd_csS9gXxVr<`mrZwdslH$zr8H+~M$s!C~6M
zPzF6{>NlJQ|LZ9KehMmNcPwEyY`FPvYT|MWnJ^Zo5xrIvCqv&)h_)&d)IN&RQdwhv
zT4LEH5-Lt7{1AgRKmkZuIG;1%t0$PzA-*B0^OEheLR)oK!5WtJz1oFb=wQt!ee+%$
zQdY;9w%?+&Ratk$?uE&1V7hF>n`l+?0EkkP0tC%ULHTG9FW7~@Xn=T{ZFu-cN{y<_
zyhpG!@OjI2+<<c7ql_<lbaqv^WM1{<KYczMF{bpXNlZpcCzIJhuZPx-%M%MnJAFY8
z@a1))eKsxqw_fG?{FL%75%;ogsa+^4t;4Si59yiHar0Mmc+=al^(7=GFT^9ZyZe$e
zpC4zbqM{ZnP1%9^=OmudyV_UAC)+5#Eb=yWe*TUs1w{zN8dMjgAP9i&s%gjr?1#(6
z6^x4^SyaI1SuhaJDJlP^w~$F@1&b_JLvclj3<!&2kpaDAZp~wOXateu=fEJLHeS3e
z^8A$ZAAvx+S6a_t1+;dEumq=0HYoF5#<)5;y?6E~s+BOKJn1~;bphJ&B(;~GNYuF5
z_+?9)j!^UM4yuTV%Z_GhaD=W+v509G@Xid_0+BZ|f@*E#K^4S%<pfuiWkvM!^l1hU
z8{{O{V-1H*Wq<s_qC4{HH-*{a>>DdZJ2m_l9glVe${hX@Z>4!Q>F9h+_`#qtD64OM
z_2<ovq~Iq}-CwF}T7AqMLpONp-%DjJGqnFC#b%D?(mmra#1mjsateG=Bg-c?>aH+G
zAXr`|d@-6vwpiwO19}jEWyk;JU7^r7UwZpq*u~D<pZ>}>79_$Q7aQalQxEiGdP|-S
z?&^s|7k{>U``+jsobWH^ZB^4oj&u*AXBQe+K8||}@r}^UIWBwExZBcN-KE4>FgteZ
z+zUA@Uxt6N%A!_zGy3Dp1aYCg7K2vpH4DE%gS@6OldP@rC6hnJ{N&`)XqFRqdsY4i
zQMuh{R<@6mzvO+Jn@Z<BLzpD0gI{TDF+WIO6@VT*+ZwUu=wdm2lGfC+NkA>$)_~gR
z0k6X3$U3qJgEQbeK?Yjo$sj4ERQSqMu7>ULB)1n}3O<DcyJjZ!1F@GLZVai8aEP*j
za0f1?fBf>fIu!hfR&;U10FBUs6cirw^R@@=`l;Qx2N8XTvoyv!vVUWNbP&ri1|VQ{
z0qj7E&RAh1^ksQ)ZehCgk9jGLaMiNch>^@DlZf5as{D$=0#Cj$+8e%C;iY>nU$def
z$p5>T3N1+%vdY1eCk?X}L9Mf4AWxH-^x_LlulD(F8H(F7ozd;>ugo@}uLs<s9!*GH
z^mkg;34QtC*SA+-HkPWo?<xx%)IT0btxcCWyjvo!TX{OQ(1m061Di()h)zqr7;ODX
zqsn08{qq+U**6>SraqYCM}zTdHcr*aaTiZvTfgzA9&vCNzFw>B`j$OFYB(j5p(1~;
z9bO}Efo=y71%M%gVoZlkS_v8UU?Amp$?u1$5k1?{Xj>Z>>;U8ko2!R6>^&#X-4DJ?
zd8k(Vy{z`hHEJAkTzvO<>BFJl%-nf!4Q6&`74{X1*+-r&b4@L!W1&|!K(~VTCxHi;
z)!PvuN_S3M^(R2e?QUAc%WohP-Y0K!4i4eY5R|{fk%n6;@r2u%ucCn8g~-jx`(3GL
zkN|Id2q76v5<m%j#MbuN&jkGcfLWaz3K%`(w$Wm!h0Jhb!Y7y$HBTObaWdym&A<to
zZ$Te$8$!{i%VWqWI~+vByr=C)5poU|{MIR$F#<cglU;`f#KTt%0Db4Ks$>Y}2lKu2
z`u!(>7zG0ypB~<5d?2pi=Xo*?XO_KzgQhX>EH|N)y)Zi1S<6iJb=Otvz}%gu!?lHx
z3}(U9uUHCGJ?qDB3>T92@~ZaXGL~XWZ;+S%n1?`h8gpnN!&rULAww_~JPZp8Mn|Ao
z(f(g#!17|p_2ZVKyk=tEjgo-T6c-HqI<jqAbM~z9o?YZ6sP~7l*Op4-pC%D`uZ#Qu
zA?}A$U7gE)sJxN_PGqLLaGC&Z?$wMZfmtKXqs%^7-{&tZfWfiCoZ}qq7_VeRkPrX;
z_HgB)gIoSnZWALJ8;Zy(3Kt$b9GtlDuG^TdK&jYj9!%^=ey9c@uA(lyE2YJCQkk9f
zd$#O)eqbRAG!N3!7tB(ZOazZVye5;dBl}aNW>VF=jg3e$*>c4RC**T^o89tz!f+n&
z=-z(0so{(bnd}bHLz)_ID3$RKm-AQaZz-lcD%}#H+<*cw8bd=fLsMKA>yHnD&%mj{
z@V0nCppuja*bIy^;UVF`zNpQitDiHLiQ8+2u#2+~#-G84>Lg%n0M6m;N_{mWwe~6?
z*EHjZgEJ<Lk8^^%3e}uS;c*)ps_)t2S7*vI&i$=jnmsrn!MAdSy%JVW%{HLxwsHgf
znH#@?!X|6wIewVBAS@zb!I&|yIk0=-En>8HJi@hBSch-P8qF}8V3|+dB)5WoDE11H
z3XdfxR8py!&)SV&7xDpW0<#GYvHyfeJUH%~c+FxPbQBP+_<JOzyF+)3V^y;{-$0t7
zeB)=j>Mwlm%#xL(q}fQ}q~8KEiC@p#k)XcN>cinmykCZ4?InZVDh+=FU;JgGZm-M-
zPy0WbD9)MOFNh6PVhFvnE#E(qnN6sOKZ-&r3q9ID@G?wUn@V!&avW{Bo|Uhw2JuA`
zQ6sYMF4>BJS1?ejmp(VC>~g$v3^PXsy;j?+%F%JeZIr`TbW#^DA|u|s_AW5J>|^wQ
zb7`^se73`LGgYAQmRNmc-gs%$$J4}Nf#ct7afeF?mNC865Xo!?hZQG7N8&$k#OOH~
z7!v;`vO<V3E2WG%G+rJ&_%_e4>K;OW3_3dR6oux=P+wCgmT4)KH9&N!^@+E+F)P)3
z_j=s(+w!QOXaz}l_)CeYm%U4QGR%t!ZvB{`mWVmsuNfYmUXKp<A}4gy5(I{}=ulXT
zd?!opk}Haz0HHhUp*c!s{nO>+S~<S#xr7c_0dAivTCql`k)CJniR$rmgX0Yz_<G{$
z+S}>3t{N29a%0EMqso9Pj79964(tu5;@IOOCBD;k0VE)QHA#k`irl}Z{?A`v2Um$F
zKe@WoFT6h@+RyCIa^p1Et-WX$xB;!PKK#*AC_aggvD8dvMk!MP4I~@T!M`<I2Qjux
zHz2oDdCHrx-qQOK7K{rCGR%uh9}o$EmGKXNtLEL^t83sd;y=`CBZlhq8pU*)9iWK2
zF+rj5tZfU~mq6wh#exI{tc1K&%$f(WPGE3_DDZ)T1_eA|Q;M-<hXl$2{J1q@rC2cA
zXd)a-4MGp}D~$guPs|7ikt~m03FCf%IoXI(r6Pc-qoFov1PjCkjem*BIs-2cEnSrk
zK2}7AfxExrU;@=F4SkohSE07YUxw3!|MtP?)<44~L;p)*B^~d3orC+;tDz&ULNB_Y
zIYOI~f;S-Fp%}Dg#bTsDNsaW6Wx3w43^M11oSk<2awzvR=gUG#^S?#O`DHP_0_-x=
zvDD8MOGE5&l0XDXZQ#RIR1|R(oCUOZiH*UM*9YiK_MBmByMqb>nS9t7q0gw!K@Mib
z7*8&7IR0maEaLF`!seRY`^&TTr<<>;e158$DnM4O>cxF=e)i|#zfy5}TiMbOZq725
zXzUPmUd%)MNQI6NTN1CYL$(7<<!dkTBLad%oPr&8P}uz-C<eUWg~9bf02zyO7e)d`
zMCGmu%P27(5zypNQ{n9zU{y6ar-00Uwi;GrjBCRb43xgN6XPXFGx{P<I)9PCg#Lho
zKP4ptP-+uU;b7^HZJ^F0$t*d|BqL2mSjx-K^=fA0ATA<V*#+4>b8$2lk+(W#n=O_)
z^b(xcOAz0UMgxQjVd5mlR5;cjunG_z@m6?xj09m6d&b=I#Ay};t{*-dzN%J*9k@7D
zte-~0)VJ<xJvd4wZ?t|8uChqtO|r<^-GDNQ4(|<0bSC}~ypuvZ=}c(;KoEz)Ed|vc
zjFEWaH}iQEZU``g9qH=$iSpdZqCOjv4|<;vof95<7rYB&m!OQ+rQ<ltJefyB6~a)w
zP8_n2)wq^-Xr0noo~@aU6%|Hv1X&{^B4hU_tSleZ<gT-w7-c%TV-gHBhy&#Om{AsA
zOs)@UieKl)GXHsGMzM5gvoE#_J(t)?=4po+Y_I$Ywu-%m2ZeovQE}L0k4DyJde{Wf
zg;|IE6S}oQY`%*3miZ|k)y2IDwcJ<`v1%0$%zN;ObIQC>ftXaKJYMKZBGq2#@mP`!
zio*!UzlbZZ^pn|TW#M0ja5#&u=-kGJ){;*|KtbZdcbwUfE_S}3hw5AA%&0N#_H(jf
z2Q=bc;K)GV2j5*mzwU$1DyRLFSUB$fo=G0D<z7ktO7(<^%G(g);Dr^gPj1m3%{o8i
zCe*uoZ@hs@dwzqa`$tAP^g(Xn`$b3JgNN^6hwU6T=WU8X%!up|sO4+LoX|gpKDDaz
zS|3}L)<<E7A4|?<*++r|UheQC4@`_q7A)Nz-2K$60T=kAr7MNH&#?l>e>t@9Te|Jv
zrC#jJrT^NOqH^JkeG*db7pCEtjrSb!=EwRd8}eUoL=0-5V~~4<VxX#`%aD6BDp69_
zTImIg_5`*6o!9MbI_W~L^j@{*NZcKh9@pL%Q1CrG4qm|^Vekc$;Cus;2t}TN3FI(r
z52MD}g+i@YFztOkF@6g?TsfVmJZW%YtK|4!;-!}u7Qg`kL9gmR!9dti%BEXT0RS`u
z0o-Q(626_=qE9fsTZx##1@z>FNlS9exy%ZVQYTCnYuf@P%Z-A`Ud?w<whHQ4V%@{=
zR-rat5QYCE>%GI-eBAeMJ28VQH4~#KYFAOjrnD$;rA6&gd(|e?h&_sy+C@vLQG4%E
z)Nbv)ckCdN=kDkG`|tVJ;c&#kecjhM&)2Co$_ePeQOM3JUI1bKK~ET1fo+m2nn5^n
zH=x<XTM$4c6F?n7sR*3y02_DF9Ei6cc%AFKSwGRmmx0SX$U+>WW3Kw}LVVb9k?RBm
zXygqdz3FlbIJlX>2Rg49T!8#%z?J#LWAO3#V}#T8*YW~q^avM#v-x<1P=9kRw2Wha
z3UIG;Dz1=eLV%3Z#5UHn2Vg+~LDtlavxRHWpAjloNT413d<s#QN1X}{x3<uTs?=_7
zzMiLdaErey*7u&LIVu<D=jDnmgRAwrCQ;s+X}R+sz96)kegBbbMwhhE9=Th83Tjn;
zQ2m4Ci(4*inL{AT1M<h}IqA!ucl;~Y#9rCa`Fx>o{?o7g^AYd+=Q6W1d=q73`FqD$
zJ6!Igv}j1-jYor3aT*&lu)@5{f2Rvr`HtE6I=0HR8Zs`4h*dgx*^kVhwZ6WRZ*eaY
z@hEsDJDVvhn1)n6uLo8<G?BzIV9R%TPYY@YiU{v^D#B<ggI9Y1yr|H!Ck0Se5LDaa
z9dbAeb3!{%qAK}t8w{AJi9=wv=9vU1A?=XKtI$vc3<dO)_P;5qWx%22iID%eu;%%%
zm(uWyLx2q3o(QPTCmtK^XTuyA;TN)^FJxunhoKkoS_kjDgfuwg0xCcM(khHl1%b$;
zl)2e7dq;Ul&j_|Pws8s@&~BQ46w-BE9tb#E4fa_76}|IWOK_SgrutmF99>Sa-CKRY
z{JS&OpgQ@(3(e8I|44_^!D9su6g(3gZ=e2l3l$I1HGUikUkMT)O4E<1lKB9AL5=JX
z$o_)gVd5IDsiy+!;Fx+qF=*?O_F<f(r{G~+z)y=0L+W)-PZtHLu?m6g(FbUG{Oi_5
z+S>`i&0EF+b$P<jQxe_w<JG@Rw5wlEYn=NwgQ5Lpvc6%jXim7FRPq-%`8|Ngt1Hrv
zzM!{t9?35+viL=xUB~tw1^Ke-({4WX>zt!gu*+re3RJ|M-69-PX76hxEyT5J^26v#
ze`Hp_FTJ_qY+u&d<rCZc0`d!0J5t)VO*Uamop#6C=K>EPL;u-m?wK{y@W<;?1DR<Q
z+(aSM_E-hm-u$;3#E*&}2&GTj{S}Xt`reXbvVOgC91}(WDoS6FU{|XR$3|^N9X}I=
zrN-++?~PoaT;Cl?`nc!z#0EMjGh|TEQrW=l;IF&c5V3$EG|tlmHEP#B@eMkKl<o(p
zZqB!_R%<uWv$gi#&V`;DiE2dlj*tjGW6F5`r1CQSD#G2?p!0y?)L4pqys%Lj0T?lk
z9!V-V_rZl#eAm_9QpCR~sWR{WQzNUpuX}gys(xWz+J#xzbGcm+4T7UXdWVc0wU?0q
zazF(e0{IXhwDK<Lj6o<lcfxBhLhk;<>@W`&n5EX#!fzMe#GmGz)Ug3(B>|$!Q*sm%
zwDBeqIBJ$4yyq4#3k51O?+ntP4_!ZKy_I5D?R#pkzO1e?$-G%L;n(Z~{}cS$+Wq`N
zkV^OU!?wQ4>5_m!e`W2n{hX(2$!orI7csKSP@hjB!(WbZX85?^)n%wfCL)r#t8&{;
z0EqeoIrK($T`^EzVPae{N;qpMtItGVvO%Exwmo1wXot^-VU!vvaj2^OP(bc4dWkAO
zNx*Vzqd|Bis6@cgOqU&02tFAqQ3lvczy#s~JCPQK5DSJO%miUYoZvZzuy!`(_TO-y
z4oEkR@-dKl<@*DDR?_d-{(?c`3dpH=1Mt;<-4WUVQlxn|pg}o^ZQ!1RNN&UZn<!5w
zSWpmetoOx3I8eGKfKR}%0>yIr9<=e4V+k@5NzMDFA9&#D#yIryt{M<roGR9P_SW(P
z&`mP+oP#%@y3W`<yY8P6#T(Gl(`-cI$NHYt21}9AO6pyt{F$fg-Y@XZ<Fw@Y>q5oF
z!G(v>(*J!^y<dGm6^#AGzQC;ln@%4rvvzHC7d$X7dMddqvQ1E&qtz%eC!Vy{$|h*4
z{BRvAFOa5orgn$$uRLG2#-(l5FAH|r*8|UE=?2ycce~Xoft!Cq?bkl~0n12$eiu1Y
z9OyA|<FFBWKCq&CZfAL6Xn7&2aqbhiX&9&35^YQbqy8~F5D;kHs!%|h*(D0j^kSC>
zlfiZVtvw0rgMk-u3Gb=HDfu3G%=$Dr7vTJ;sPJ?TI=1>(&@f8*K(Keq18OiA$1=YV
z(R)dR<jiN}9YF~upuIyv|86qD_F&uK_d3)Vy$$Gh$^m$3*IS0kEy6^|#!Su5tJSN#
zMwu6~A}?g+UJ#>KctfC6arzetT1SlO^DjEPgzOs>?`LH_D^w*RIf?R-rq_JEolNwa
zA&rF(*B;-lLmm0%1TtzvM>y@Q^5IzE@927*du`g^uM5%#9`*uGOLkxD_GaS^h6Gnn
z!J-+i45n~B&bEwD-^5|LeSq?~LorrsOon{A-vgK5HQtgm@BV!LN<-F&T#}3VS)A8&
z&3}VI^VO*hjTLCnTrGoYP-469AUyJfmaOw!Z)SLL|EG%i99}n*+kUMkeYl0nwk6nJ
z(etCx6XcdZMw*g8x)9;_hoI(c_I>%ir#dF#H^1MZ(EdT+Zrxo@{~jKj&7HnK6YPW?
z@Y(rOH#Cl(HJfb6j*M@pQW=hQeoT&m&Asb3=4#_z7vML}%WVbRGWeoz!kHuA%cz(?
z9Lce9EzuPWXYoqymr&lAt2X~#<;VZp;dOG10)@Xnm({Uw%ynERykAd(sdkP{LcLab
zG>;j?7(M#)4wj*3t;J_dePO`Fu)H+_9{5h2XUjPDZ)<&CRm5bB;>>SaOOLZ~udLz2
z=LJDKN86T8-iZs3g`a&nm32O`^cDTR|ATK|D{jJ&@5{v;3W5nb&gIM%C)vuGGr92!
zmp<7y{qh6zv6dgR-|Qs(Z|HHx;&<?=fC*NdGY9TEmJEbqv=xOCkK-twys5h~ZtI6f
zCJC#<(0F%qWuHXIB{h!U{{>r?o%Eh$$P6?s*rr*YWZBw~arS6+DBzMOtf1clypta{
z|7)t`+~5^bo1*~hkZ;XXdoFIiGPQ1=k^Ja!x3eQBUXna3-gdl7#AT1NWd&LR|Bz$j
zK|~NFvY>5+hX%cu2QUdVU`|Sm(olb2EXN6?x2Wd|S)?ywQI!Oc@+IGDwfrgt;~?I=
zTc-85aG*=e`Cx!u$}7Q11uoc%P6235iB;SRl@Ja>i$j4|plmo<K)zIf0m4h3Nv}ci
zf^sokP+|ghg3NGvmM=snf8ik&Rl>_U6llE_Xtgu6o*b+w*Zd}cBn$=7#-GDmWXl$k
z!9OAR#6YgyuCj^A3%<-<PeS;R-ok-QOThYvYLa0Ial@6LT;2k2MELLv?8?w(Bo66f
zqlJ(SoIp@6pf)DY`{4y;SjF9e5x^_DoBWHi1KymIjmQI1!2E^DwoHMe0tE&Rbbpfn
zh}Xz5_1F_gvAQRWwh#+_CW+S-h8TMc?7RLhN|CQL)JGo%D3yyjPVGGvOY;_`iXrZD
z#jgyW__c;oQj{sUApm|&0DsjH_DYF^2{7$5YEz!u{`{pVC#yRYpFsDuPeW|2%Ojcd
zym)ML($2x&Gf$>fT#Qr@b}_7Vl*11#(x>`k8$Vg1w)e-9S6=SF_}}{R!z(<&)O~w@
z?!?V(Y|fJb73x}4!!n)CU1W)f%!2qqB)wmdJQ_bdJ0JuFIM)7pV!ECN|F1C3WUBpZ
zO(#kJ{b8F|<zXKs0Ci*)uneiV<BBGhA;%EP%oXsM>iio;Q{E@aJsv#`4aD|Dbi+&8
zukdW&z%UgOkD8>PE+dcA*Vg`6uKmeh6I1K8#S4-Ye!ciuw8p{5qBs(1I%Ivi;c3H>
z&U6Uv?^#n4aiFHMWw#{oyibV(0A7KCHVIdtkvt^<0iXR;P<2id3x`Y<!vNl2D-uTu
zYth2EnL^5hRZYE&i@&)Zzn|wZOgBEZN_dt8BjmEwpkX1Yq7Aix$0VhX(5I5p;HvUx
zET%I|uGfqGhp{qrY!Za-4^7vh^)*L?ikUbJVO@t6K}dw`57DW=-+W%48_3sv$#f>0
zCTVFbboLJcXCH<K@fei<(5<~xbA)3bI)YD36dMiH<r?Zhc%*YoLBNu$iA2R8%%)=$
zUlQl^%H;CGnn|WsYyY(B8>QOdSY1hCI%!$@;$nk|-=Wik;q&QHPf{KUd4BU8E<Wct
zYNM3b1-17{CD=^dQ+maRr-+%$8{ghDDbtkH=zgx_fAfK1-ee~_kJ)DIQKY$xZSaH4
zSCd-|xb|ivf2NV>cL$E`?^SgOXuIUI{tV_g9_jiP<ilAXE-m1_fAjWns;f4OVTR|k
z(M%5!N?h=rO4z|)u{m}SrF2K78sR>8x+0X6OG7x~Gz;PSU%E_e<m}}kL21pL?1G4`
zXZOAxt?^bCC1-rUEOV%u&2Yla!N(y+La0ys?OhK6PD&vQVYj7c>@4A4i8!m2co43A
z{Jk6L2hRLt?kKOq`hK|GP56|`qOAXTTBU#E9o<GQMxtfbEw<enUl?b@C3;6|_$C^K
z%KcSvsdw=kr4`~BQ%O#cJ^17EIPpuWW_zbKJ+2jTLg~u4BYP_jMq=gVqKp5r3^oj0
z9{_!t!>>cR@w;g(G@{LbYaq|O&pq+tLGw0KxodIqkFDH39}vzg1P4l?qv?bzyH~2S
z(?95mrCEj!Z5O=Ns#}AWN!Ypw@3~@oUTs3NK@4Q!-`*%{1s_Ao>9d1sVC>Y(D|u)8
zd(KH&aG?F+9eGO)mZ1rSM!)F1Bf^VA;eb9hv~CL&8{!+}dJ5@2045PI2C!>=s?^bL
z(e<HS-{`zUOQ4X@4#dZ2W+3WspQIbLrOMr&=Vi2hZmeVl^gKtFAgo~R5$oT>wx3?u
zh6Z%z|68d0!(IdD^VWqlX{Tq#w!je}^Z<=i?v7;aW&Q;8MN5zPGwFib!>Mi)!hLxT
z?8$10IpK`5Rz~k{zZg6C@G>X~4HoT<T;I2D<r6G-T0QXz2Ku7tVK#~evR%O}UCcvV
z^5I@O7~a0vsDK8Mqme-+a7JxF3i@=@L#eABPO<e(RWtQ?<&`VGh}0|)@@F38=U6OS
zStVTqGL|3Gf~N69zw1*?*~HT-j6jHjB&7}HBK{SOjG7JZ4X7j0`y>cU5J3Kn0uu%3
zZUNtsW@>6UZD?FA3vU;pUv9xKs0pS3K%SJn!mwWX@cPgSAkw|(dCL8h2S5m$fIk@q
zPCWuSyK@U4`cew8xVM;yLhKxezW{4TJ=5~wNiaYQ?ArbB?lST&3Ihm{hAJx=$>1z(
zB`hrbN6_@eC!!5i;;lMiz@S$(gE`Z&kx6GcJhH`v0(oksBC1&!!sdpXv_vQ77&FM`
zs}<<<*-J}d^1+6t237ApbrT8;zcsz|XK&XS1_c8ARz?1dKmW_c`TK3C)YLqkA3F;!
zSfYx0t0b&V0bQ!5*S639gG9Q~t~}A__jloU%1a9CGdWKj`B@GxqvK4Ec#~H*V=!Ie
zKsO=7M=AD=`tZ}cErZAw_M^7T*`RG1O<6IM;e!H`&z~F=jxozeX#V~njvS_&cEv^0
z^NN;t#tlZ!uF*7q7$xhNwfpQHjWWrfkId;WI;l@tg9f<WrYn{{raS)31`PPy(jUkV
z#WM)!rvG&@1r}r32n^xukWbm;%%hoC<lQ&L8~gM4)d-Q_m%P>|3RGPmE&6Y}4+XrM
z{@Td|@OAKz|71%^|E$*JKHLKksD_uji8Qoi&FV|s2>X!2CU{~L{;d^{C?0l$+55FB
zew)hF!YWV$;RS@deU}o?Q==N~z8Mx?q+;wWyhi>$eLWD$aF$c#!8h#2xvVp)gbnF{
zu+8Y)Y5Z3hESE2fn;h)QBU^XoiU}`Zfe`(F<-u&|@@St!B`|aLr{lTGIy9HR2I1xq
z^HnJF3(ISAu2dN5uX3&O3JEdA76w8&rcnb%7aN8vq_7v&*c%8i*2;y*+x-(pM-~WJ
z_D5Tlst-rgm8$;|RUO(+W6X;DtOpzmq_l4Ty};?0p`|_kKe8Z3P0+dv_?;&h+ha?_
zUDF`jfb%0-=A-AC0SMfE=;0(zY4iVta~JqoI8ZxDdpN-c5GV{hIq&7^+J6&(+1vr#
zxNA5#C|rxJ8UrXN@X#S-N-!`^2Ut~*0`LgSD07H73Q2o;0V5DZD;(p1y*L$IhCLJB
z+<ApG_{XeUJ^n;CN#4yVwC;pmnF1sni&yZOCqZelr-70Lp(x0b`qG&`&@X8MP_Nye
z+MzfkofOVuxf^+>ZxIT|EKYZL_g%D1%-&A@9mZJ-w*L7ikC4#-;D!_cWP%&hl?vc)
zmZ4s1BwIJvK-7?iX@Dp#2nV^}HNd#3!zFzWC~9VTH^@`qz_=r7WxCkXD`<NB8fS$e
z+#o#<mDfHX%VEDR4gBN9{sIx&h}|#NJzLx{B;`SM5%<8;NE}O(Ti$h5#M%ki_dH*R
zlC1rjl>dx^6e@a^rsS|ZeAydOvc_2xHP+j0=i%-dWbarhQ&}b2;BRAZ`pysMc(rW2
zftnvmYDmxLP0g=@Sqm-`TWtFL@cZ({q-;d+@#Z~(f2ss_YW`E#e&V~EIA9M>9F$gf
zg-n*01EWJET_tD22nAR$q4F?TusI(4HqAYXkl<5MRDbMm?r`Yl<K2gn>lT#C@1cKf
zGWK}G5JeJyixS~0*CdG$RMbDpjUB*nEBo<W4~;JiFMT#7piPZ757-3e++M!UtFG*o
zDAu0Jt4?)UgHjv!38kIN4y&kB2%!z#e3~n^BhpZni-a}~ud`o4wR11i8p~dw5cD@9
z-j#GGPWvE0A-$>LD}+riIDYfP@T0oJD-eV5zE1*gc|z{}ajo<~p+<{~&#Ei${Ez?2
z5sI))Lvv}X)C$p?^nBNy0G@hJ6g~3iDoc`6N4jU`TF-^V4yL>Hl6#~<L-TtD5~(=b
zTi(zSXDnS+;Jdy`x!}-V?DdD72w*J%L{<WYuJ3M<TGO+SCH`Pje&5uZC-iR4yv(}v
zo(k%05pP0#Z_#MtpK72-Tr!a}bb0Nt8#~vXJ`jJ=NqSg)VbA!=Q0RIHHO2q>N4M0v
zR0lk9XjEX#wEIa=Ql4EZ1G}=xp3}Qlo&5^O7C{n`{R5WlDGVU#m>ro_PF|~hd>Fgd
zTKm&G$_U946dXJx)4u}z?u8vhn2EASvoW`g1)>kk;8^{+SP#L?O(=T**VycaBN|z0
z9F*=k8Pmubar#M~^34OfgYSvex6D^mUHBzkTM~#GBJ@YfM;c?x+Otis#;F!`^^>*7
zWipE+Ukr-b-2X8gk>r*9+}1{sB6bcJX|hn}ro^aPjreZ({+?~Muzn&vzjdgJmJa9<
zkWU_3>*iH$b9dQB?!O4<q67b;?GM9;F5bR=CQDNUbPA04wTB~k7()J(G66s4r@U%G
z%DO4{*aA(ZgKEQ0G$>8R7?wk?`PL}+0ck_;F#GHtkd?qsYxVpqA-01Hqm+VzMCiwN
ze@{}D6|JCtdJy|hPtc|MR!X||t(J-N%SFeR<&Pce3}X>Kk;f1u&{@P2oj?%4@f;$8
zUE%AyV%RalicxNvW?rez-e6+pL*XN`XM^)yZ39WCLMOmI3;@JdM}B)V(DX0aC*%ti
zTMj``;w@a}#;=22T>&tY^wZpPxw)eP)1dY_Oo)7pj_EojJjbE@j&}@V63u0{2(+4D
z1kTX)WTEy0LP><ru09=Lasw0P!5pzGS3sZw&z31rFKru|5c?hQfcx(NxtZxRlUtW!
zemM|EX?Ojb?q1G4<J)^HP&u<xh(8!tL4*kfJdpr3YA<$-KhE6k->0Mp<Af&|a-zF?
z!MH>~A|+~ZrWPydI8KXYw^6Ng5a9`EJeX3sviNG#0IAzt(IGk6Gr=sBQTGM6KPNY5
z&zy2eO#J@x{8{y`&I413?cUrlF$%aA;jNJY9IWr}3H<lk;c0GSA0y8p+(708&*=<6
z<;w?R$LR+1yZ%%rH5?~hqwPE_svk+!3d^?U%QOJS4sRPjL`{HMt-D>VyHBlqm_|*2
z70HI(-2!(<uTAv)5UD)OzH0EiVS~gCf2=fT8BBx(*sTgHNE?Tm@Sh~>T^LL+rn9%R
zliSDNwF~kv3@Q<Iij4aw$xy)NHB{iE2rVGWi2;VeoMIA8ysq}Wem_+H_ktRd=-3J+
zf=@Eybeu{<ff#xeVG?66yfiflVVL#V1RssB-I``T4DIDt>*G`F<=@7bS2rU({f<!U
zW#f`8L1P1ush{ELo?d*9h%ic(ZE)s<LV=i5NMtcyF0j@7iMaEa^S{L9ytY?`U?N;t
z%z9AwYcoQF+ILM9`Ngq&q%b-9lPf#Iz5kV`u{`O((bAH{y!!lxR6tnp2|+#kGJ4rX
zxT~p)WVa#>)?7^VFv)9R-#@7iI?@{o*!VCTp9Ao|0C@*#0sPJv4vC4Gqq?@`J>+4C
zW$u<3(6UX`CHKBWCqyTe{eY<LgzsjOjR~AAUMKs0zW^E4M()&{l$`wMP@zS1Gh{hz
zt`{!fb!z8`U+(=PDl0B}fVm<D-gUVoNY)e=^~TO`vFs$`nL$lJ+7JHN#aevruHGrL
z3&cQbk%jrsQxSk7zqceBe=5YqtXoBt$M^EV`|`1ErZ;p-Q<W5*pJL{WDJ-Vvc0?z#
zUQK#}j3v@mwB~*ulnNX$e`obzzGJWyT_m;e;<W0aEAOZ35cN6%w>_PGO=nizsM{3h
zLibGBZ1J${1K4we^kS(k3o=}Lh64JPSJSiIl2m<OiCT&03ngmu!y-FQv`rr2`$AT|
z-zVvCdS}irrEA}q*HQZ|q=R0bqXlS$T7FHbC=M6Rdhb5oz4h{Nk7Itltk6(oL28jX
zb^=KZgA=fCbU=cF{}Vic%sTf!NtxelB2C89`V~=3D!u*W=@lRyrs0)x`pDe7_su8Z
zW?6HLYgZL}avIMxIj8<+Ep@?3L2Uo`-p%5%xXOI_B)PZnSrL;^_;yL`V|Ltzahpri
zo~MTMtr+7t-HP@6mp=ayc(8%*Pi`feNWf#wr3ef=JizkVYDj%JmhM?T@Si0vP5+38
z!Xx?w64(zPQv2|PW2YsFWedtJ^ms4@A?fsJ2{8A1;o(q*j<^XCR-CZwl^UoV{jC5X
zG+=eFYjI49*p<2eCr$llL}=J*6T8G}15N=Tk39iPk4DODK~J=4vG~FGGQ_}n@)#hD
zhucbC;AMt#(7gut!$)nSGQizzU;=zwbKpTSy+T1=qw(FtF@!plLU)OA!2(2=82M%7
zs-7z(xih&O@I<F}t_f{H{Y4V6P@tsFVQ&8|#JxvGetP4Gu8?)qI7nRxu=)A+uaPRJ
zT!5WIau_g5v{%Rku6O_p4XF%0iaNM48jL}tHP75@13qMA1fuBjJ}*v~EsBzv9tGJ^
z2h<YyuK4EnDtV<5KAb0zfSHN43X)zRxwo?mDHY2uIZC>c@rsqIbHKIE1QB8U#frSg
zf;^P>@0$l3{44vm!HcNSkrBKHk|8mgFxfdb$s0eCf9r6&(^oHeqZsQF5%<)&lG}k`
z=63jcReleq+qF_g_cJ4FHZyZ^LY#Q7Dqe_T8q<=9Y(t4m!#B|y7n^JOngAe?!F~fw
z76Rp)K=KoXq!qgo0qd@sh7CVTnn=JFc5bZ<qxLtnR!jrIphb9?Q4SR02M8E2vWKww
zE6BoK(IF_vZ%Rtcs3DT`A)X7~avm|#S{<ciiNAuBZigt_13%P(9Z1zs(!+x|h@I>6
z4UsE*v_x~Dk>?tgEyku9Wk0lj|Ip&VRmhm1Lev1@UoUl#r1(oYVd)kZD>4Atv%(M)
zo@7%d{^_?tglO`wys?lD3y!3y9W=;2EEQjnJrYKsP_|7C4&&ema}435l3f_Bdn%qf
zXV|}$Pgz>G*StwSkh_~EC;65A1J#qyM!;Mqg9eovtADmteegc#>CiIBClwVcJRK8S
z_fh`-&t!UEyF1HqYVbOXy)p`a6cWlyu5eVT06wx_OmsTwT!A+Ff2t|=UR3rEGJ=?P
z+)K5GgOwDicvV$wCGc3={4);@cMlZ@C`9J&-H^RZ;P|Of6z~q<vGqHZPPiI4(K5-8
zJh5p93l-EN30354&M>tH;~pdAKWk{N=Xe(XhA(E%{Jb&gjdiGapY-F~sh-n~+c9L`
z&$G_slZA=OcCG_&gmaqyL~w*GKNwJCYGT=yIhCJevZPm<0O%T{2@hmXTe;M1YRR7m
zBht<vnSPA7@297%swPx_ao(Cb5G`Jxx#GF_EPRmjgMR#BZB?Yay2hb1*Jajo{+0~8
zduN;a3*tN)g`n~8A9O}EraH`~vzYv|sK0-X?q=gn3?0c~J%xnm9ml3~&;#HHCr#9W
zHM`ftCT3y6bDi1ybCloNloZMbnH5!5X&URdZm%zR2};yj%HGEs9Q?NxfL~nx7H6Dg
z6#7R>!g#MFwhlB0P6{G>_(nHq$!lsSh3|BvpnpW_E|49I&#fFRk3NQQqadoo;)#ez
z)eywJM?-F1nX!fwftBg4$`3_HS211e`JNoojpkZ!Y(AEY+Lnnqq#)}1W{+VT&{gCj
zJ^bR+@ttMdib>Qv6b{vj)s&NTy@CS^4EJM*QXTO8KV0G#gaPKKKPX6>>c6d~%*736
zO=vyGM+C>!uSrY54nSbm<cAwvJ0KF|$7){a@Gcyo?1iFF2wG`Hiq4Hk3AT9sjbj74
zKkcLVJ`!(IfnVZZXeB2!7aY#h@qoxL2)5qk(DSVxhLfiTFGJY^AK?09fWd76#~g(~
z)1V;fVoM`<I9Ku$h|=T0hwr)!K1|*6T;lLBUA9Fy<a%@l0{uTZyQYg61Mme<{-35}
z47oPeys{i%F58<1NYfHx&ATheBGRLj^=Jqa+J$3%=vI)DZsg@z2{}y+bEPFW<!?Gy
zNse*3`|lsXq@g@B{dd-%d&kG&PSlxy^6AU+N9(_A`{n-l7Qf|YV$U|%^EZYPScm;u
zPfw4nSf|nKz5!i>l0%i0ijBEV3NT8=lF!k|nX#nVZFNh}0x3CZxJaw`qe=%qcWqyL
z7i&M<vn#V2_o8TU_e%PSc`$T98Bk27Bn<x-uWuVa@=|-~x1b&aHBpG<7;xT72I|P>
zcO|?KJl^+D5HMiT94*_AB4qO)BRElLhom5awfVNeUpCjFpJRMB0lOJ3MkmAc+k2Ff
zgA+Z`GN=<iB<_gDrvany06TuvQ{rV%;?6ZwC&Yt4xr!*L$bAbUmWkknvJh@T^!(Mh
zy+8G?pkl&1T{#Uh2LZiA+P!CS6cltoyIEZtM9$)lcWkYk?;}q-N>v}MbvZ&SBX2B^
zw~P1QGVGU$d|J{EAoXa}&XzqVL84-@Y;TA6yS5@@-AoSt6)1OM-?xOeE$3<MG~rW4
z->9?d<`bXcPV7TuY14;7gWC{>XdGxm+mnUHtG4JDpZ>lImVJ6r+Bw{8P0C+UFHD<&
zBLY3?Mm`h-2q-xPj@0;7iM!WQ8&kqKYjs43O295%zxb0C$~1|0B$!!MHd5;@lBQef
zSQx!jw&h_&IBGBWiyHWbO;w?}cZ_{GM?<j>Rq*(YHUDAK>8Sa%erooDFgh#i!H+Hq
z%XOo?E|^<HzdfKE|4`?#&4#$?o@+#j$kcB0TZH95&|=b`J{}N}@R~;--=(<V^WX7r
zhZN~jU)*ubiwpK3s&MheaOAyl)b+I4{z=CwAr{pk(RLtu(U>qNax+t>Sa}$1$9MSJ
zbt%?hl<FJ7-K|;kYQ)p$wNx8oLhHiwn^j{w=Xbe48w){L1^ahasuB9yn;P=5nv}G2
z%?l)*lt&AHgcxO>ew-c>aXr#ua@|V*bOzfiaH=<otMm*UC^>WfVs1B$wWLzryYuaW
z|9;-^yZS#ztyLy!MfQAUZe1mV{8I-j;liY=+8ec6IICkYlJ+oIOe)E_2`@hJWtgAB
ze$=nY7hFd3LDEMwv(6lXUXM44cJrz=qZRa<2Qzy!`gE3Gy=fV7dLihIS4CrQNdLn3
z6tXUR_|`@^`Dr&NNV!ZLf5*h;(qb%&5L8W)!7WvmbAbD<c9b7a{^jf5Qgiz8)5rMX
z4?6j$j*N!VKEK>{>w+h<w#oZq>&`k*7(%NA2kkUpi-3q9X%`r!NnT}AoS6=`Ll=!K
z?59Q}B<UWoJyxB{zw=4;TY2ouvPWCa5*fCo!~<{{rn$@i_D7A@)NmX@s|R5SA8m_M
zU^lVdw$B-A5D<HXsJ{?P--CZ@*jbwR))t28Ixy8nt^k{7Afh^#A=04u6yzRDEY+gu
z<FE6I*mb#`CUOg_E(N-{5|B}+1{1*h0lpV?usmH08pIrg4h3OQOn?M=?O}ER<1#26
z(XWREp11myN7V8#GVNB?6(nY@d>vW^g!6>9jmV;mfYhB^Yv9E<f1W&)1s?$F+s&oe
zzlv)E!X*X(kK^&xWMR%zry#zX3({eDfN&5xurd^(je%DK9LX)y{U{0o+~~IE&_&OR
zPfC=!<77p2M0%Vu5+Ly;U<ijs0fUZ{c6HY&hgo@Fqe15i+04kKP{A764+b3UHrRmi
zsWe;M!cl&9T)JH7L;qKr4F_JPN-u=;1e_jPu}{7^Zf(B;NosMEW$fu3FZa;yGou&Y
z39xCOT|%g+s0wvwo;4;8#?zgw6|PRY7K_RlvodBgGZrTRMt^CzT&<)?tB1SAB^?L#
z4c`RFW&kPAhX+r=2fCLy_j?7#a<7Y7GSa2q{16-&7UU%8FqY4R0a1Fy-O-@|i3(uA
zPs9P7w_JvWf-{M7AVUXTolmLY?dc2|lq53XlMX6sEWSb{Njq%}4>M4|JnA6Jry-&c
zw3K!~lAawZiP0%8r+rmCsi0n8`TA|C{%2(-2Wx5+M#nVk`wXf}vK^pJvoP1KfLyVz
zuAWS2q$~y%bA@r0HA;KFHBfxkZRTE&fR&>lhAOVAq_wXdy9KfM@x&HD7eCJPlqg4$
z0XjtWsnKwnUlJxP*1n|pmy1t!&N&t4crnju$YYRloQ!=M3(Z+6$uFO`Wc~PGhTwD^
z*}*3E&OMTBS$eUA=x2X@C{8+A+wf_vNyJ174rEZ^mVrVc0=c_7DNq(EgC4iCUGL>^
z0vTRJ;}xitPHEHmvjn5SNIl;BnfTsJi;iOPpOP=Xt^IxJ=<U@s*r4)}b`F&E`qRRf
zS~Lemka+=XtGe2&i(+Sc{+ir-ce&t)Xx1cNk@k8vfe$FvazSkHcaKl^10<wHXW#i!
zr7_Nc&xU>o20^pT#t%-8iZ*`S!*5>otSj<*_3mSjL;KS1-huw^5KmiMSL12%%WM61
zufmaMpzn+Jfqp$B=YJJm`kzD^1PzbvS<K8gye?bfmNPgEk^a*{6dG%=P-7c~KpDsJ
zNThX%e;GKN4%S&au1#za*fN`%V{9D0__gXeJ;X&K!Q43`2ClLB!y%c!i!pj)6UQ`H
z`wW>KsuuoL@?lD!+*dF7@jo$v{?}Uh!o|7gHXB7}E6b^0m|cBtNgOVIK3X(U_^+m4
z<OVsS*vLg{G^gCf0ASrH--Ug@V0|pTLGSmj&8zvt$T2AtpnGU6-0?4-P~TTwyp=DA
z$~%3r!LoB>p>y9sqe8c!l<L@A&zE&?Fy<)mr%pu727Wk1!Q@P#@#R<F9e=BAfVCC9
zKsoq@HR73U?#sH>+Cwt7*5)$L+kA`OEkHPaDuKrz)~)YlDnr&eZ?h(()=<4OIsBPc
zN!({yD=jIAygOITOmes_7YhZjmjcHSy}(KhQ;V|lHqxfWq&(TA{SNh&G?Ab5tnj;8
ze#tKyq^14yXX<~yt{;5u*FJk5S#$Jjx??L5A&Gr_oZ9xhw2k=+sRzZwnlC?xYQDLO
zn*5WaVS4kn6OLhCfwqcz-b{_VT+yH6Tp57U(zP$U53Ill;cHu_k{CFh6%L}^8jA@A
z5<k0uoAuqG<wGXPm1Q92cMS`LwY%`P-ffnjj)zT(J+i~FWR7-0e9%1(>UQ;4NFKa(
zm<k>ipG7X08olz%;8eSLU>R7Dk6v|=Hz2cZ|6x#v32?5DSD=UJoFT?_=y+WaPvEr?
zVCQ$nyx#Q#`p&}jM*th29WX8O2;F*qKtVzWq0Ew0Tc&{6A(#h8{V+%5s}}RxRL2zq
z7843|oP=nk6_==)GVP1$+Zb*gBH;?zm&k2`EE1Nz-DW!1q`rL9zhX6*&_4C)uR<WG
zY-Y=w=4C%-6w_(X=;W(lAxkn@j~-o0{@s@4E70^Sr0gW`3B;_U>jP*5N<u=STWrOh
zC1_REb%imk6n@2*s#%!6vNE%>GK+Gxv?_Qc(I_leD=yON;BGN8Ik|XphCMk`XlDav
zK;a%D>PXIwfibcZ2#+Mr^^1h}mp4lI4AelgDE_&``K?3}!tS@rkQf#p5D?Jd!(9y^
z5-2=_cFwSRtt%uGa1X)AH_Pgr;EyyI61xBnT&25LNc}{{WtQENjcbhtZc+^CxFK;m
zNpX4bvp+iATOWDaPrC%zq2K%ZY~<tP^y5!}_2U(x6vpBMOOOZ&(zM#W@HIDFEG0|h
zD<C<)4?q;6JOw1wF>t&?;z`0u+RqE3I9Q!aJ=IdDEM1WBJz{(WQ~mGX5J~Xjamyiv
z49rgY-Qy9zjV%FVo|(gg$Zy?W$L@ZNnIL!GS1=CwyfLH4;g&IQ_=%wDn<bVVMWkc&
zL_>_a>c7UHQ+im1bS^$VcYb9AvDh=jJ&QCd!0cJ0!$s5yXsv)V(}}y4(CBdI)<fK~
z-ZS$LQA#5H^i|V_wi3(<AtMEj9x9ITC^Z&!iiGFg`3WJtLe{;tcb_z>ue$NjtdrFh
zXMX)ptr*!f!#Sc@$@V=_-7=TBKD!3L{BN1QW|QX&xWHW@jl6?*OY`<IFw-*~^~7ks
zMGf175t#49!rGWb^<4&(MbovlQ!)8{C57S77O7#L(iBttPy980^)_I6=9)U<_Fc!l
z;C|%J!AzB(PQ-<B4_}wM4CZO&NYecfcX^tAsC(zU_JAt;FL%~d*p0Ggg3)jX6W3rw
zm(7K^^&I{8E@nE;S9PR^FU#u{$@?WKi&axLA0FC<<YGc^)FvuEjxzN8?mivG5l%ps
zx;75dtLgDI0a2ElM+N=;nh?P~1~#56Pn!>0FQ1U-Gwe)8V7`Qy9qcoZb#!tC<@5)(
z>Pk}?xXZVgi^y`+O-cLE>Q?p5q>J89(X*O$V6Ji}e5xM5l}UE9J)nu)mo_l#>#2Ma
z4to5DKRYkq2k^~=rp_G@GL}y#7T&zPiLCGcs0DaZvRlT-#ue-MMY<obj^6Sde6Y|t
zUx!YP1;_e-)?L=j5$sE<5%o`W<9S|gMj}7$@Lpw5@WfndH0SKmy5Y-{y3ftg%S8m`
zj$QAvojzab<Z#jEa1D2q`xHN6+k0R4)T!8H=Nd9qO5?YGeHFN;!E5|<M-Q7$F*{yO
zHuEz^m}fT{5gbdys!JJ3O0xmwB~Z9RDh%d=l?Oy4x~~|<c%^WiTwA7wcW5+MfHT}r
z5Jz}^FY3EU(0E$&Ja3znw14QUwm+F|6UL1r^H&u$mr>Ipww7vGnIKI0+ThW%(pwXY
zwU%3+r6t4;5+sP*UQUH-w_GJFO<^>z8%MsnU=**<5EKh1sd;m)ALULTdg8lnd5d`m
z!U5e*HsUyc{uU0fs7*HxPXCz!72?~0452Q<6a-%Ha{APZA_zzu2ibQdSCB;E2}7c%
zy+z3sHT5di4I2fCfTT0vTuH2EGCd3>19B35rEuN+z7g^;oLLtn;mav<o>OQOh)!#o
zzr|$`V^`P!IjT37OX&(Z2Y6#VPao?(4g%_d11Zk+?g~`!>TJ39+lP`IJZzrnAbdX<
z_&_2V32F{L*zgR5uzMfpPG}O{C5}2Lu6q<0YEA>NJ4%5?((Q}TcF2|pPX3z8Wa0vC
z)h7tnZoc==%VSSkm%d=PPbnQXJ1B{7AhhH3hJ5zq-4jLR2ZfQ30c5?*I7|#L#u7t#
zSkQ?Pw&@we2OvwotVCtSQ%0;b8s_ctgkK0~F=(dh7Qg2EoqCTz1TN7iDOY=kCi1B~
z?BcmL6z1+~Pi9TKLEWF?ivL3PMHVpwwJTX~RD%?dOEyIvVpuk1fEP0Q%RV3fn_1~2
z{17`QJmRs>O9hI{pkS6@U!cX_{m+U4Fk@2_efc{d%)Ge_j@^{L4ltZ<_Yh=R@3OB6
zsV3B=en_EnV*a&K_bqH!*u>~BxQA_bP_Jg=DK!ir%HW->NcP|Bg!HK@@TsZsBh?0x
zs$-{wA<(ZEvCj?x#iuI6Nmrbsn_yN+!T+t*tVG6g;`)#lmH2~Ul~ibu>zKLZ73l39
z;v+zt3M@2GgsFA~{#b>o#{TCIgyyD4R6jfex8V1_beHK1a}q9_-E8=c=6>kmJHKPD
z?bQwEW%7_Kp{APrsHB%X|8;0*HpSp+(J5Rch}xQTY|#N0<lR*tOzi_Vow}c_R_5`+
zZmZ#bBZm@aY<xR>IlAm&7$P|J4M)48B=`3%X56xQT>sJY1Qc*45Qc?S-&s~jSQR#)
zK>w(o;5iaiN(<~s{ra0Et|Lf?sg@Dk@wiDuA~W~xfQ7B@Kx}4ZuK5RjCt4?=pE925
zA=C-}>*;)dOO~0!J!I!hpBgw)p3W8+%-bJpf7(ReUn$#z859`5t=dJ5X|i{e?Je~O
zVCEZLSX%@PUmi%MG{rYIteUp{JbBXpZFav-D;X<-{8RNAr?qxG@}~j)qb0PfP9gM-
zxlL?i>b^Kd?Xpo3XSugp-Jhx2Mp=i%2bAwt^{sF{0kl<%Hk^0vTqh4{!KJ7ddq?&6
zy*^U<Lc7iTIwhkv3d8lY53aSJ*l0iZdwb7E=Bw(T^_R1?C7)+cAQd>fBfiE5kvb^C
zs5_4u9&VZDX1}`s^W(2-q;v{TbCK>+M$|Cj)D!K=CfeIwR*z2833u+N^$X5)8S!IJ
zUm<fO!zu2c5G8II)8#p}Ted#KFb=>kmy3hh>}uZoS)2SKz0!tMP7R6-79Kj@t8~!N
z3f${_(`aw%X6(<p6?aZPdL`8bpYBSba&fIM9b16ufSi^&a4>IV?aJsuGzDGAtl0mG
z>N2$7&I|%}toGc<ISYI%``eZ`cf?{B77!9+J$HPayF_xePEX8?yFIvH&QX1|?_T^0
z`y_y&U;9^O7K6C~pqJeywoiU7TR(oDFp%KdK9&46_2+l*`;#y5Q!{SGW?orNe77bS
zya+}F8z-q!%~E@C0A+!bkUlyd5lR0HP;ey`4Zw#weL+bb;r*j!>Nbc1S1!?Ji&!V7
z<WGznC9%8bW7iLD_NY9L-*{|={>|?DK{(P)g?qI>ZQ7&V%-MQf)_v_y%d<3v_=UU{
zy6Fqy$CAdktDD@8C`|=&2d=eIEns@`j9Q<ekuD!Ng~31@cmip-2@*JkTp<DRdlP02
zfU|<I01M-cjsnPCp-Pa)DyYJ+Iz&W@Y6AV4O2<FS^^%0fg^j0-0}ju>2uNU1uUB3f
zMN{_<QRiX0CR{rKtMxNrxy1{t4uQjl9JELVYmcooI7w*D^j|NW?;-#O=ZlafYepO@
zX5R$Z1d#uejUY2xvl{{avjM^l^&P?7j5!VcCMR2u{ne4GO_7N<#8m<Z3}EQq4iq^9
zP~i?Eb3aTFZ(m^Z&g)+RTTm`0Kn!=U^64`43%8k=RF^t)QVI>DI7bR%n+HGzlY__T
zMsk8ZQuSX29?%8h-HUBY@`s;ziaCmkO-l%;yhy?ANQI2=6B8NF{rBH@OtI=}oP6`j
z6{s5u#+juB0`SvdX~M_mc=BhLmk=&c^3J4=VAcbhD$Xm6PoA(o@5h+Jbc^EGL_}Zy
zgR(it#|p&83&zDAu;fh3iZpn;+ryIxll4H{+)>m(2n%xOWXyfT(0Y@oKDcQ3JwxOg
z%%iGrlZ%Le7aS-4a*q;4UisIq?6DE^Z{Nh{)UHQ>5BzmtoUf03zd2z6l`&xH+Rl-e
z!@~)K3Y5tg<b>gnb}8|fMR>cxA>3eefMMRcQemrc8R3<yg*{a`2eqEZ;4|I}ohKq9
zNKrX|7NSbzu85)>3u~5?v@X7sjINxxuAHQ33&P58sef`Y>DNNn+LM@}D<xUIA}Z@|
z$vej#ldd>3_Qjm29>90qA#U0KD6vb33mbBf&xLl0Dn^30F_XB^WoWE=_x1oTw2z7N
zTx!{xO{~h)g)`|m%sXI87cZk?`Fs&#o#(`dlksl#TN7-3WAO74KZ_hMev!vVS!=pf
z0dws83jG1qcL8Cnl^shkowe>>5B)fkXZQ1T5EdlzKqg4bgK3Vt&yE#g)U+7bOYQ^R
z#C1jMROS}6kpwFaZ)!;g6MF4FdGOt5-tuw9XyC)i(3JzCg!g7)LpBw*(rlZBplW%`
zUUhLQe6w}>(7Lmj6TBBs#e@<tXsfieEIE~nE50I$0A0vss#<ojMa``13h2MN)d`jR
zH0$ywU8)$qciCnAvHXN(bb<2VkLknwk2C#PwHr*I*=}h}clu2xX^T1E=;wO<abnG4
z{n4mLT4JllNlFv-gvVu?f9U=BTq#9e&&=V2BF=@3*>AEj$KUsYZJkK|MofL>ihAWz
zD@E^rw`3Zp?Yvhj=IONeVwgnplk%#tMTcVTV2RA!d5+f*`)B&E@wJQ@4}7d5xK`|J
z0IP6((0f*t&Fa&j8#D+6TAdO#NnQ1>k_{Q(S-P8=&(VC$?w5gRG(5`N-+dSWpsBAM
zR4;$1MX?CO2b<L+AG<(Iu1eGys&tAGb>kaL9_{n*Gh{tCOy8XR&@uVeps24W^%xCe
z(Kb6d#FywtDM>O=1GkhhhWA83S2|8bSYtbTzbAM1H$3q;nX;cv<cYy}(OdRsU?<-u
z{#;8}YL(@3yo8m(HZZ<)Q!R{PxaaWuQ2qvyP7}Wgu82joyoBZ&=sWwzhNM|mZp9kH
zZIl=&e?A7bjd+`{cpY{3|5r%<37{ebI4zlc#a@f&cYO^-r0vI~-p~TNZqCrtq{(4*
z8&fWXq-e8atkb<apO_{Ln8c=39UiM?*bap^{bq$2HbHAH;H*#1YNyBAVsl_>W~EV_
z!g4YwZdd%{sP#WNOpO;4N{<7Aw!b2vjT>;J^Udz)!4lv__733jn7RZmtis+$h&fCb
zA)r)2YYxLPF4)SY4d{)m5|G8{Lvzcsd_@yX-~1l*Op+Qbiwj<4qkir41H}Rkg%T0x
z5rJ{?M_i7Cfy%2;t4#$;P7K~FTHv(Ea14ed_7yj$AXwI|Im*{V0$kf6LK|!xJf^@y
z2B46R%B#F_96*F6EBx2LwIoDL3(M}i@F{sJ-~lP1f9r=+WL}>IgK*Syrx*7Cjg8Gi
zIZJjNO2_kpZ3d_0i5|CeTe!dpS4{I9LtaqggsC6l1;Gg7Vcq4ZMw2h3mEZ4N(BSl+
z{A3Vnf+col_jNR>c4kv5EKp>OH_cuCIJo*e{UI<;LNizE))a;TOgccblOxh4l=+;W
zEry3SDx@Q1T}L#PRf9ovX2m#2z%*@$;VXHMMyq79&@g>;jYYADj0{}#r=)bFrDMPp
zx;y*$SIb)RO)t--#|pUnY^C@l>Fqj@-iC+M2@e&PkN-XVMTh9iOQW(sFU56Di$m~;
z6{x{xY>Ds9P=s##I;I(%oz&o97Q7H@j1svU0A$kntMl4n=og_o)gYdfPI|GB-bu(C
zqLVyh(B?|_e+TGw7P3Ovvd0H-2U~o?2+h9v#XSp%zAIY30>lN452grBflv;jx+V`-
zqOuAr@2_I=9%RBPfc{_C0tP~w8dfSyJX6k-Yd<Eu0+x_bX-|nI3^Fl<!jM23I?NO>
zEx*P1#|v9^<DJU8a2~rn`uj=NI9KF|5y8N%(=Qo#GM~3l^q^)bQ|nuR_1ijtP+2Oe
z6M3seBa|euan4fq<Yl=8`xphf;O?*!1&knJ>WAQm4_=wFW8=a(m?@{9ryy|hySu~i
zcGQkx)}htXgstX(SKsFr9=kM!AGS5w$+IR##ec}8ebb^iVoqo>O=|zZC(l)glvPyt
zSVZWqor1EuSN`@z@-%gV%AIIfCpX`J${Vp^uLZ>U<PJ{Cl$S~sxt#W)3*1aH<8L5x
zJ6@-$$eR5;%AF$e{YT$x!%w87)cttJ;3b@Fs<L~Y8%brlthy3DVHy}Yg!58C@7{U!
zpQ*bC#Mp^^r!a?=)|O}AbsD-N9H)(b0H#txehI6F=GDuA5$02ACSh9zmZoYHGww7K
zfx1c!TU_=OxZrzPiOW%-H0k+ZH6uB41=3Jx=ed#kz5rs4qc{4r(FYjMD4gI*PQlKP
zaq`;^17`WMM+;fS(fdytN+=6Ah;AnGaEBz+Q`K}^LW{{T$8qz57`;a#@XR3Zjla&x
zY^Du^ohJ}h(=%u33~Ex+^Tt(*0v7Kfi(17Gb{Sg-jU7Kqa>X9yNq_2{O;IVjHb&v7
z=T8ZV*_(w)bN2p!wXTwtRxC>Be$-OG<c_F>T$5$3+TA*pjy^_APa^fRx{{>l2d}<>
z3t)0{ye-EV7@2z>abw9N@4?E9ur_XB*j5Xt)D>4*Bv5%BwA4teYxJ5Yv>Cyz5;R;a
zKLQAxn7HY?|HF0=;UK(cU_j(rYPaZ)f>@FOz%{@N-V8`zUvkxOeptNo3mTmg&z!&4
z+kL<H>~8PSqp{iNW19z?ohF;(x0{D*rGeT#RIQJ^)`bAk=&`;VQ7@825T_<dz<IT)
z{k81&)8u&$bK}lZgcjoM_FtU)2?P$@G80Y!OSiTM1S124Wh%7+Q7jo4PFx1!tS(Ys
zhk+VsiU<Hn1^x_4xNjnkD;8)*vIA>^6%W<0z;WfSPq0gRbM!jl-Cj7gV(2x(2asrh
z;mwH%iggtZp$#Y@(du2#o8WBdn_sdg?uX{9n3WC&cZi&J*bSooa*A;oddP+8`nQz?
zY@a7tc@s-49RH*)!e|>nd@Fc^X$N{dxk7-Iu?6L`{i63RE^6;fzQGGD`{yUlqo+b7
z^qgS`VGHZ7&#|v9=W$BCkra$c1vK~o1vr)}O<o}rxW$;h@Gc#T+Hht|OatkW%_-&F
zBUA~7M8r>3;-;C`=bR&c=N>u#3Uak6jtQhpuns`Z)?6m?QA@W0*ndtkIf82rZZbD~
znn#u|1!%O}N$-UgTk(md41cRCbaWQ~1Rc5i^(5S#jV98*Rnma>PfVfBTOV^DtG8B;
zTifWv$|zaOJN|v#mwC_jL5w*v!g9W@1PSc`S;@|K)2EOOOw=#34E<iEMoQquGTfP#
zVf0ti$+xUlRE;|FwI!ui6CM#kCVaBvms02{q((nlepE@22&d!VL;wyMp9lVa*Nz^P
zVNZPJf$H}}p->mjZU}C6?t=7j+q~c<#z%E^@4Hc-UC37;$97*N(wMQ?@SeK*)GHPQ
z)c+?(f$Bn?g{<t{cIo*e@q==COog`~agOE^S^VF|?}Qf9tYX-iW4@J62fyu2Ldbuk
zDu|}o=W!h-9;I^AoTaS|HVla~;3A2{0jYHR2%{c&B=Ma?&6j7!EFzJS{O-ZAJWLZY
z33t(R2ryt((s}#g2Y;{ceffyMtj?^F@i}Fcir4KV)@^!d=CJOsravd{uS@yW)di{O
zv0s^!TQuKCsq|lf%qyOd`onA@9p!jGP+LQ2a+4Cn=`^oMGp?IxGZ52E=sZx9%bTYE
zthyKy5M=B=k_O<Oi`68-SfYzE?-T>ywYsHC1Fv5Vq{w3(M|mKM=wj(XgR0loBTT3m
ziFqZ_obP3s@jPteXeWj%fZ*VKbWK+84RwNyLrq660T)z<W!9z|#>v5gA#7W6qv^LV
zw25jcdOk&{!5+kwIC`k=(^03M<MicE^XDh8?vWn*Fl?OLG0Xj~KQNfR)}Ot5JCQ$5
zNY4}Yr7?iZthaWxR?s8p*e#AEEWJBXlV$NyxuTQ*VcAZjQ6#s&=cta@TO+k$O0bv7
zJ(pqdIsI45N`uPiTO5ViwzQahocTw}k7Z6insfDDzULQJg0p7cvm$k4d0LfeVfNW>
z$woQ%KWD;m)Q>H&??Hyap7HXIJUICz5`VvgN^4d75XX`pM;T_J-SdXRBOQY|$+=tJ
zFvg=L%xp3FR-W#c_&oVDXFsK;u#}>8JNA8ss(!qu7R<XXSs(2_V#te9rjBi&{PCq{
zWadg8z6pw4>D;0rffJo#T$2!^b-Ze(9@W%i#L{G8&IVlm|2JiuQS`tiuUr3q(TQNv
zQ5-=Myda8R+2N0DUSi*gw_jQP{gY%^F(W1Uj=4c2_V?Tvx5@93BO?RF?EE@!<~s>!
z+mm@mq_EU`0M+~@(2b7Cs}$v#;<QRYFa;IIgoXi1;SPb<+(1egfU9APdVbdP^=4Hp
z@YW+K#D=Tk-qWM_bt+|zzSuE+OH6^ty9N=Dcb<p6c58pPF|3>8Et_S?(iUw)P<9+E
z*2A5scW#Xz5u;}2*hzB_x(}SHeTaH9a4x%_5n3jfGm~+q_ZqL@5ze;*qrkN~=gQ_f
z-o^F^<9v8{v~_r8j+I-624%M4fOwUlj|db)7y|tcn*;=IsW4E7_l1*#S8xi_1cWB?
z&G9Gud%%ux4@?1MAe~Tb|9?E4WmuCB)W%^97$F-C5*vtwG>SAE-5@HUfOJZOAUzsH
z8Y!hk5k(NCyE~*qr9--5z}Vi$|NCC=H@@uR!}gr#ocrA8caQuxatD5ay|~eaAuYNI
zIQ{M%0iEv5r*I4QqL2`{^S?Xn@DO-XpfATcZyMuqBIsX>bTvb9fIYCHT8t*m1$Nq3
zzr%Td<2%YB_=E95li+M%KL5I)1Z=d2k)~H`tCM(9%sLw0xJ*Hm5tMKMJ-T3o$G|V6
zXF|_gFBspTV|IO6&hZENWVnBocD(qX<@nj=DxmQKSS0s*ZzU+(kd&PG5Ks0asM)r6
zg10ZT?}PR;GlSOY3MM-x(t76mA6`o2q`kZ+9KNLfBlpJ|<I`s%L;MXKnp?HC;4wQ5
zDa?)KYtJbVH)}BAyKUfv?Ni7t$N)h!h=Dy+^d~a&rnc?FR-{dA)^GLu61hWq>*V9W
z<+o90AEVuImvO-iZ@O^|DozY+^@bBhd!_p70oV$p+Xi&(s}M>MfMODPBxg*_A%r*(
zpj1Za4n8NQj<H1{*0;WZLjT*4!FDXYt5u7d?@tpzp;UONJ2}Y*#JcfckRmCPRe1Un
z3|1HnNW?r?_ZN+^ihKaKE~JJuR*qF+$CAWU4srb84&0OM0D2W&e11c3R{=wq4dl7d
zt8N^344GD>_x<P)CQ0dd)fOmA7;Rpp?Svr5hFgMKQA{K@Eb18{QzR_+&p<aKr0@h~
zoUq^|4C$qSR5xdw-;T&9f3fwXLuHrwEmVO?IfY!9H$MOV2w|ymRpxx6?@X$0RKeYA
znY<5Qsubx<m1nqiUdD<P%k^(3_lfLkT0c)wCNxIy^ML1yDXz9|zMnYgYk&V;p3h9Q
zX;5%I{sR3V!%GemUA7eMgJjun(~53x%+5P#rrj|wCR9dzI{Bm#v%bZa9~YV#mo#1R
zL-~YFXI)0xOEKz(@{?K_nEplMa+e%e2m`3|mKE%P=<%nS<c(l5_l_K+dxpF@39p<_
zJbF#J3I?KL6j<CVX_GsK1^Ml^VzPaSeW|Ll4qF_q<lI$<AK#f!6e}M|EOp6gKgGct
zF{BS~y^Zi?W~&ccF{Q-KZQ*n)<CluJm3NvEHMGdvFGq9fwal=uCU-w;ro%^dee>uq
zULf1cBu&2GJ=&{clqJzAkUieH6FmKrWW?V7W#ONh0`>b$Yl6@6SQpkv$eP-cMc;m+
zOI!K%!z+hA8><T!yj>rku+Nrp(yX|)zG~!S&%K!_+Jw|FcwSj7!P8r$YB9q`+`B*J
zcYV3Gki|S()R~uc!1VL^2dj(>b82&MxJB}765-Egw>e{?x?D;veY1YQU4H#AfA@xL
zNOUSG8bjE8>MyeBJxIcDy+K%lk)>f{R*WI8uUh35SDaRkaU+dlD)G1bE#5%8$5Y{L
zKAO{w@Eq3E>@RyAQTfC#@V(rCl);4V-6o;sZ0d+>h$48RJ4#N4A!DEVnX9;9>Vj&w
z4Le5`TavS+nDs_m@;%wEhc&kjbIm15nWx?4{)Uf9F2<Sa_TJrjG?*KBJJGmWxAFB(
zZI7P!Tbc^WA0%YE-_)=~9Za>*?gYFnKbFYvxZW<`<m%{yu+`@?n2Yett;_TB_c>r^
zT_3c5eZfaTzm518fp|KNjLM9Z8BQ9O)@N?CXWzN`<|4h%f)W+R#4n{trR7zny0a6=
z2h443{vMCNYEcx*bnB8)r~2e#z&7>7>BS&7rlDI7((s%E6@D^?9C+nG<5K8Zt#KN(
zdj9n-tVo@uSp6;WT-x+-L0;6_(Ve;U7U|cPPu`3lK}D=yGt*9!O~z#e&s<BMrO<~&
z*q)eBClPYG;-OLl0-1Jw_oCmg$5<w)mR7`w&ojQ;dTq1=kd}N@zh7}i-r9l0^=ZW&
zrH#&R7oLufPBD8Oy8f?_T1uqXL)9Ya10;S_2*E=SD^?BM!QDKm)4|f-9W5VSamzmi
z&DraBos{gGlY<9p#9jvT1WccMo&#azbyw(YfLCXVf`G#sLVS1p)`{EYK}rbNDjlV+
z0$tt`9oUxRV3h*UQ+vV0p$~@JeTRvW-_*>AfItgUX3q!hdL5Rmri&I-Z!#$KnoWI|
zKL9Ro26i-Igm3WAL+F3X>Fqbs=AEg+pN@fDK70N_hue?yYi_R*;kz%dvw`H3_k&q@
z-G#Go;54MT1xWFVH`jZHH`jQDW&+yj#Y>)4{yZkx!-`OAxCW~Njw5(c?(m;=T*rCZ
z+#R<h`h^O}O0ipulM4FLhl$oIjI46lV>-r*^kR|9KsVRH`dU>>|CXCF0GJfJBzd1q
zC~0TQazR?Lr9zbZMQN`}c>41GFEeQUrp3O&#gN*LM6L8rG>gldr7wTJ{ANdn4-d%R
zE&cWFZ{Vg`sS62tlC4k0saNO`lmWvY({*`8OVk%?BQ5nt>jTB+jytzR`jDQ@@uNCL
zW=u3I5R-Lb)%4&weKe!yt=ApzWmLO;;^TJNnMr4f#H5>FI)f4b0};Ud0~LB!iiNiW
zFHFQ=1*V?Ru%r*t0j#!rV2CGml`ZTASb-O!Aph8jf3hy^xeL8bb+a@D1nf@jJ4Y;c
z5f&tdDX1WiHiaRf>N46RY>bM$03Zw0^0_UP(S3*5H~0Z2+Ir>h8R2jp!OqeF#QXF?
z!AwWn!wU<KIgSsT*S90!IAp-al8}^#z~z5=fS%GGUb6OHW}XQH-~B8ZXIMoRv&-%d
zci*oT9VU!x3-KUuUQtd6KA%6w<rz)>c^;X3?`@_1%dF!`3G>7R#V-@jKJVdl=x^Y@
z0ZdN)QbBS4*KuQErk2vF#clA<hc^1Jl@6jQHG-)#xC|nES$mO)F@iVbtuWXIp)`{c
zA|#9eqmWGhG({8#fHh&E`DzF(!P2eL*;nkPp}z{guQSPY7rQ_#hE!%UK6<y3=Zkvy
znK}r~-5}nfwJ62xQkE=w{i&7?aBaKX@_Kn7{EOY#)(QQY)bkB~h$OBq`?BWEf|<)U
z-%P6Fnfy+|&jV?nAHN;(S2s%R^9gIpXMDnaQWx>x%bXHTESHl9+l+rC2O6g^njWY6
zBJ{=X-wihYvgoC<ZN4khP;Jo_gVAp6w7L92eYQefpWb8C@6TWPwOqwps!*>QEW?BS
zGwszz!XZh$BtUs`V-LAW_u}QeR?U#%1sl`fMGqHJ);0g<rME4xgbenrhi_(YOD5=M
z!}j}STC(3S)<>*F4Db3}YslU5Q!rDJilJI~=k03qUh#Xj3kO_xEZhrG7GHGq#9*T&
zjMc6*_obds{_&Q(?iWyYAmXxyT|xc4DC=~teEC81*O}37GjW)r{K0+JPxePI{9Q+y
zN$aVJtA_`kFFOmm06`TgyYbPkn+8Vm8MPw1lY5{W7O$rr<7yxG%YhG?OQ)rUVE|(0
ziS)IBq5W08eAyp@y@4YdnY`FZF88`0$ION1UpC}&(srJlwZtY0tNppVk-GJH5bjiS
zhqFw^<^CCOw>OP{B2Hq=E!=~O^`OvK(D`gQEohIZgK7#_)V|v+bpNXQPKCX)?m(a$
z5?62wi+ULoBaPXcs;G+CU92L}rLW4!;kUw=`>d3;sa)v?2UKtVc-GM|v#hUjaJ!Uy
z$$>?eWL~N=&XA#tDaM+P%$8Msj)-?`Fnjv;Zne3Jlx}a?S|!2R<S!j*=Oq$2`S9n<
zw47q^KN(*38)OaqE8*_UNebw$cix6o1K*F&4rN1M_87mh&G_Vf6O3QH``0H77U8mJ
z?VkRj&?P#5haQW%9}Gp@4x=jmrGcaPN%>68i6xWrmqy1n2{NM@KWQ8OYGUT{vxtjh
z!PlE3`@zUC4IW`lyTELc@zIqSgNl(I2W)5O#ard<Ft6B`bE(Yn^KP^C3rTk=SD2rL
zY;cVXTnISSbzH?XYt~ArWD}10vfc=P=YUU`N-UF2tQs$2br}mXUv2${mln2pM$A&|
zCF61PVo0&=)clG@_x2Bx{e{EXzS&=)IYagJc#e*XawOhj=;oox$M{h6WhTY;`Aybf
z1U5YLK_?fzfp&@2O=W6FY;>bQ*7wIDrX+=?3~R9nBWq2;k54!dFK9rVO{TpH<Z-7k
zkm4uPJ5yy`90&*UxbUN~hE@8WGz0rLRnSi?@}FHV-c;}Yn7eKMGZ~FB#%{TFmsdTs
z_>FZqn#%j=gA;4okjT2$v!#;PQbMh&Lm(`nl9$jGCQexQtBe~_r~?6}{kJhFY>zT7
zR5`SEzh&qO-_w}aP7;E8LI)0knL3!pKnd$ne~H=02rWqXVG%X0w~)RNQXIXoO#xLU
z$}yT0*HaW$1-fvfeGZWl-n-Uoqv1a$Cc_aN!iRA+erM>#@i1UN76JixqkG|K9yIG>
zbj^|4&MM=q3_dq<m5~&2(M17BI%imprmOQf^o+tX^7jc7;86GyY<CPbX<=EwCN&?j
z%w3j)@cCb>0UI&=F$0hY1BgaI{_D@*eAd|LFJ0{)I1iw8r&j)H1X!iOf_xo{{#t|t
zK^paklo+g%8QpiQIN-1;g6_3em{9o7r~Q^PObN%w8dCOc_E!CFdlWpsG37I?#55jr
zv|DZG{0C6y+NCQ_yAIgZsT}X|^1aW#x*2URf^7{GSZK>n4+0AEj~OfuRk7h;HPDl%
zGA}&4&@q+_lyP{1T{aA<%5;_TLp?j1P18HpAH6;}H^04`gzkOEj<eLSXar-TA9_n6
zU~60b54~;cq#u#M3Q0CaB=O%0#HlzCz-c6=^W&>NomM2UA}B&QXGKjgJ%)fR^<fc_
zGxBm!g_sgQZSD;h9?!njMlJ3QT9{Sahes4b??|3PJf)Ul5iyw{jAh$x+GEiT;vV+y
zb(ey*2RO?|K{r>BFjio-I8;@lGpPZ=d?Sni2j;JK)Gt4IS2^{DAehO-ply{=028in
z7IP3Tn%rNNvS}>)bZq(K=MB0vFgodl{^KP7m{*Db_otRs7Y1QEXuVZPB}axsVMyav
zIi&F-EKyxZuy;kmubiNTJ2hViWUkRxZ{0N`vTpq%RxuxNlKW|8aqB!m4eJsXkiT@&
zM)Hu#XB8xvYkMs~5q17|Znj?G3%(wwl~8DW8US<g|7h$TOaefO6}SB^Fnv#MsO4Pb
zI=|m$D3$qswn2JkipU68n=%w_6dGl!CUtr~EyXfxR{arOK}LOB#w~t2sWN+UgC*EW
zn?<zmuF3Lonox^0@ZR7(uCj<;Sz56^IW}*e*fZVq`GJ-L(iW6M(~fA{RVXnz!@$Pu
z^Ff2T)6NQ3eA}X5p5o)M9qc6VPuj_|*wcIAdqT?D4;O3~6kLkDtDmc+=%AL#ayP?y
zLkl1_4egFF4C4^(Qb|#Rj!)Nn<H^5#Oj<whZq1CT%Di|_*o~A7i2lKfqm$L?a_sjP
zyz;51y21A;Wp7WrVdlU&p+_uR&pcWz*25o?4qa?f-Mn<mOkEt3RL$mJ{wCEZc~yT+
z)f`pGFfh^>qw5;*`FGCtm)4v?3QZ%Sn)C&bV|;=ge7^C|TP~i%YT5=r8PO2k5+TlI
z81>6X8at3u4ZUZBeiUWR`ydroO_rH6c7EB6UD!J?)novTG|OgAYLQ(kv_y6&PL}Nf
zj=+0u>n66|kT5zJyQkPQ5cHIO+w)IO=lg7q$_V$hi0NvINsrgy8dQK#FjW#7f}joT
zUKHhHHDba5R8s;DY`8tw+O{6mgoM)H!kX%r9PG9dch4IJy@V@Gs+u5$v#j{L4VR!A
z9)0qScSDDNw>U4ij^pOi_MJT6->1h{Q@g5+jNrwdQD4u9pWNy3YDtjbbGz8R=~K<y
z(BZT4R(eDvUu+HTa759I4&@X19eyaHS34A6<fVBab2F(n>>nf(n48CV<IuhRGyqr?
z0ZVxdTT4M?SbN@%f+)*<yl1`TtNkvvixE-+02@?Arcz+AUlChtR>#I3%XW_QyJPLw
zV<}3RAnUWr@9Xm39cq<Bc@xz^Q3p`ymQk=l3;81pt}?vqQTINN+ok1EI=t95oQ^5c
z{!A`Q>VPsL1fW@%?)`*Ifs$J`%Da;@D8o>z)S<pzk{56NE^i#)Q$fs&?neqR;W-qk
zA({#gW(as=@V~ejAPP&Q1We92!v2IE`m!VZ>8s<AK_YrZ`EL*?ew&0Ha*V0~t{4f%
z01~JL3o%_j0tclpLI4&)Y&bFU=OU1kJ%c5RgwGHDIhH0t*KRM&D&c`j4@UP|9KA+z
z;J*!YA&Xr71tPH>dZ`(f*yxEfI9E-uM8!n`rrYf=OY>)1oI(c%3O7hbOKJf$jkQ<d
zM>Fgn{N9;1jCLVy3}5xF0TD1spTqukAY(+I#SZb|TQ~j&ZZwCjul@F_Yjy&+v6Mjf
z*__<@!IADt6JMA;njW<akJ@cFa(68>ozFbE+76l4lr1a48=c?XdfwdRR&)Ptz5iR<
zgK1f8f3qMy5-2PVi{Hz>97d$8_dJ?ao>RAdon?CaUHOJH&axkI2p^<5f_9Ndh431r
zGb;2S)B&+nbIw&2_4B5`n8LA)y+{-Tr7;26iUtNLM^Lxf_zx6mRqN_r^>&`z*Q(aj
zcFW6*R#b@5h=GJ6z~D$AU(fad2`2O>m5K3qHIQ=k!@_qN`CyT78R^V<A?!d-i6uW!
zB3_L42$PHRTDNrZ7))1m5=@@F-5WRx!dZU&ZL0rSSnx5!n%41;bsK4k^udXhlGt3{
zPyS}3V&7BVtk&{6hJ^ruoZJXJOo<X?0r>_R=7nWmfR;!xUI6hrGDMGtp?&W`b>8?F
z@qBytS#U8Kr)}QTWJJS~ca1bgeQCPNUTW?$-KM!hTHHr|LkUkBlaYCr6IqI7Jrc9&
zkzXgjjTb9&DRRusuf0`H2hBNc)M@<E#TwTlw(C+oziBd9tjH`_xpCnLaNnBXhu(MU
zpBn67xsOcVy%%n<fOh6RkEw16$L@GLj-3bXvbTfBDVom*)KElxwE*Z#1Z^Jx@o(PK
zRLzp!cD23VE6nzrwg4!C;>++bmZC3Jjp&y@-fD)lQEu@)4p4F!A<P*b&G{uQ_B#w2
zy}vg+5vWpS#AtBL)L;A2rCaRn7g(F#q7cLBTCI{|&x12>QYjcqY%GW*h;gn;y3T$S
z>y@ZCT)R!7rc&muJ<r{w>*;&!<CK!!SuFZQ(6qvGg&Gfgl^j#u>|-{2!<i;owdePp
zdWyhrZh2gR5a+5H!ma*E@ww7ar?JIA7GcuUwzk<1?rSrK6*_J+BB*CrkLWK6CS0GS
z<gM=9!Vv~eEM0ou!nGCO7<aX8>aDeB8d|SiNHJ`2KP8^$E2L|eN$?KNYhb$mqIJVJ
zFZqKX=0n<7GiR2mk<x6tscPd+A1S;_|0-{fU-m{L!GN}rvWn}P<TdTcwX_*&<C=+P
zwchfC>buWZe(($PcE7qsu^9~l_Iub#+2Ds95b%$Yzhn(_1g|-wraI0dMDuy+FB@`e
z?}Tza=F<R<0$-z(9I(J}?-_zpk3;j4d-ADLLnsLeu^mse-^JZtrzp9t=<~q>MIINg
z==kM9leV*|%ZJt(e!*rXv*1KAuZK^M3B9kQt90Pg)xpNUa8lRbg*S}?Ra&;T51pFR
zYWHONSVGXgTz(Wqtr$Q5Y3t3V79Az>IHD1oeFE?@v`z`#zi_&N{Uf}(f1!ozT{u!R
z>xW;f;bvOmR)kr2%*1t@TysI-Wx?aYU+YaFs3aInT>)0#Ivjb}!Uc;U4aJ}%NqIqS
z$x(QfYL28Z1b*3rU4E77sMT5?h6zoE!VW^!0tk-UqTsC9j@ff^-h1R=P8b6|gf7A(
z3epNK7Ca&hLuLmGCmzD*hvAWnPzJm^6DAsMv%lB}czfpne_6?|T+KhRhww&hNA<o8
zCc6BuQw!t}UYP~l*)I{=jy|=;dH8J!`7MXYR-3r)Bsoc_fB2$&OfxzYcL*@^-Mi2h
z*zne6q<Tdhot8#L1n}AQ7<5RM(0yBb`bIBvn}<}FZ%1A<1-Qt~wTF6*hF%tmEPu;+
zXjWaCG%!JG68<;6^HjH@Y#HtQ?&~qLX-$)%>LI)~npNl7@bse=TT(ni>3}p25AZ_X
zenjAt#>ntVgLLC{p4{dG%tP6t=@L9gk$r)d(&m}=bc{eu5&^idvGU1NL*DmKAf1#p
zZJ)%a?-_6Nf<~Es5!8toTW|MtOXzCX+IrqvgmDRh$!>@?`GpNkq`x9y&YRP;`GvVh
zj|PL<6@Yiby`ym2;Cx$l;;^1bhoN6%*&q9a?@w||D7KO+DmWJ=1GfwzqwKt^u#>uv
zKTQpshtuB@AW;X=wq0{pKN=B6Hf?YkCTxK-G5XsDsk+bTFp>aE5R_=&2Jj5t_=RAg
zt{4uH<Onolf}QBh{(0S@2V>Yr<v?xP3Z~s5`Cc{hma;^H7e=KWR7>4oQ|<iEd5Frl
z?Kk9J()pJ5c*wOhUv9@f&umfd{hJ1TCPSZjo6<o_IaO|({L8&%I95?w`NXnaR1vPn
zcN7~qajI;N7C17Ho)XEw`NDGIi0Pu=@#p8Vh7{jn-ADF+1mU#Pl`BmrKZw5mF!(}^
z|9L^?6WGakPG$H=3NR1^CdeDy*y^qPRo`%T*N`x3dD)d`mujA%x>CpW<q_;Jxg8i8
z+VG^)5;30p9s|8jxOe5d9Deq!E_(AWqiA%^?9!OfNcuw9v<8*iysJ)1DhA0oSGV(Y
zff_He4CjnfEm=E>I6aP-sBXVhF?qf7lh0w>+dID6!=I5h)1~L^t_IEKOp?4LVw<ik
z`#{sDK-x9g^o#l}97j8%3<*VdA~BVgb6@97J00%#T&Gt$hkX%tXB5>e*zn`o9+Q`l
zyv)cWF&*JG-PH}CZyP(a20Eplo);=TlBQYn=gGywm<xhuTYj$h`j$JzaBYeR(@mnE
z83*;_o!d$hOteByRHFtl=CK^wd|1>4DLK*|$MIg1S*5?<ib^?!5`|DML8wP&K2`=R
zhQeT6#8H6!C(BXwq_+%q^d+*LL_1W!N!i)-cESQeXE%vqC!G=gCgabCK~^K9JcH?=
z2fr}-E)-;h9(+ZufZmh@y5+H3lPV#b-FQf<p&nYXQe5&2P0S}Uc9q*t0P=uQ$NbI#
zCPWhOvR`i)5H2G}87h*1e{I(WWIq?8vi$~RDIgJP#2u=Lkb8@;Fk#{)bt6Lca6xda
z`*#3I{q4-MwF6Hlk3mL~nl3}GP?@Cf0vAL1)CuqS?W483kx%G4pU!|36;Zy6(T~*S
zXZnN_fM{oKjo?G$y)q-uXna}|Ehf4J=z^|=?arxjmgjIW7~XPYyo62fqiYbS-@r=A
zyWpJqJ;pwMbV}pS=){@Y!#Fg?FmPr1^z;oHLkSRo3I&?XpT1DdMQi6u3ncDmm^7?*
ze|>oBU-9CDg)3vcj+JXpW>ys@noofl=uKR492*@-RKVUn71?aInZfGw)up?G;Y;v9
z!^3tRn1rhwebl*bMbtbyixZly3;pdeog>ps$1sx=>WzC=PAl|)>?tEx?aiCPi|~^O
zAY)qWojP-$Hb;)2y=RqkbMjqdDQj7K-Swf8MyV0rL5Wxj>QG)mzBd^Rnp#6Nft(=y
z&!wLx?4C1$K(Lr9b%n|)1<4pYCpHDd{kV7{NJVg9U<U?FPD7ol{PDid%y+-Q=f{{L
zLF?3aF^lOHC4%YBY<VOK<n6Jb3brvz3sp)Q;xOCh%o-PGe||COBdV-<v2NmVOJ~c2
z4!S6R6vom@$;IjxgL<8G1whI#>s*W$xAPKLFR1EPvyeG}#%DdWwk@e>d}0D>gU5|w
zO)bSz;aYYquO1udF;vwSJim8A+>K6BrdKB=q%pU^Ml-#}hYZC3l>2+D&_yxjDV8)r
z?k7lAz54w<I>7%RonZ@sL%__u<qchPezl1cUEUo|YZq=0ZokhOn!oOA-M;jDNA&gB
z)NdVEU+BM1L~CwdDG1A|+M=HKT#rD1gJ@K{Ppui1JBdC)_PDtu=#zJ9Z5FV$D`vM~
zmC7ZyC!yW)Rm+=IjF{z;_ct)I=I2VxhtOJ^owKYCmK1xBS^KuPw|Lnomb89_@5b$~
z{P6ZwUDD$Stem9%LpQ%UCs?N^yskI?Cr1sd6yew{6eZ%4`YW9W*8Gt9zmCXb@F%0U
z(9-O*ZShv&aQI~F)td8JM5_hXV1%d%HSzZ*?V-sx<6A=vJ<~5uWk}=Ado@5N!nsc$
zPt?&GhqC8V$t9KkFnMl?Tw^&h!Y{;=Jg<#5VQJ@>DRw9vEJFtM6bo#8oHWpYXc|>L
zHSQq%e7mu#;Ufj8XD<A{m_p9*54lEY{mInIHn*wNl=V@|wb0`pL7IsyZxnAFhV($c
zPD%1jdkp%(v7^$&QpRQ~N;(>Q&GbBw^MrVhQ<X1&h|qG@D1aC9JHIC`u9@b>%vpbd
zJ9^iW!b9e)pt~B*zhxd;7i<HxNcuiE9D6DZmNqGZ-2$~H&or`YrarFLjTWWxWOSo{
z_9afqS+b0B!(K13srxL$eX*nxc!VNDTpXvJjVONs3Ib7jqpcuj9fIl&K|K~Bj+%?z
zq^;<zOfu%ONhiB7P_)c>FemW1`gJ^iSH<>+5|g5fhE<iTwGYv0X+0AL#gpFWPAte$
z7hG-i?)cnoA4p7R)q<uOK4&$4L2Dk{vHBIMvD-<<^xuO*q-PJ6PX#<mFg1i(?}83>
zObbg7&hg1p5eO*ssR+5f1|S20mLTBJKJHHlh<+^|{VZ(hCZvOasUsRC&=^Wz>JEb-
zpWw;4;k*za{M?ou!=qa0{+bw>X}=(tU2tT!G#J1QQ9%r2dt{H{lvk)*ND<7^Ga^o8
zwl8Tok~M%IeG>mWdD`o|@omHQ8mmTdG7)a6)%^RFc|KOj=iDpn*@!W=!!1PunOlE2
zUE+kM!YVC4)DBLbJ8N2<+UL3t@Sw$mt}{-n%zqjJf0KE4MFZza#<}Rnxzb$m`>7^1
z1MwzBTi#Zi<ZZvX*Ck@>s;ul()rII0w6P4sNUqy)co<KzcK+@2Rg20IeYFJ|&#nXJ
zx_O>o9C!Hu;tmJ=Z?`+`>OHkT8M`mZP5H5kF4aO4LyNe^p6)qw;P-xy*i*;n*}(xc
z%;6YnaVoB&_37|UZf|$$g>rpT|C_Pd=iEjkt8ZtqPwpdg#ksvmR1gdZkiMx+I>WoJ
z+o~R~$OM!f`To<;o(EM=h42DxW{5j$p%e)nm=?^zJ#~v%l<d2QRcs$-LKQ<UMj}>0
zRwQ0Qee4kD)(Q&DDFPwD-vLy|jI<~e22oTPBn5}*!;&sQwGbZc&+NJ1*~*pz5joV>
zUQYgZu{DIEaG3AR6Sjp1Z067zqCms$>9n5z0*eS_VMlGwrHTp@ZTz(rq9zWd0#g}`
z9LFl&)WDq0So~vMS$cu9Pq;q`3ka4^Rdfb46;r(Xkuh>dfaeX-%gHeyW(06b$%O_l
z&M(!?UcMGzbcgrZCeM8>4AKuijfo7=RQ-`vYS^hbSF_oq@T)dCsC{}Z{Dypslc!W(
z>&?+E=jr3$d;8`5#-uo!!&8-wI5dn)rcXtnR-3Wb(tEOE?2l5NS~+*;-9zjEP{xEM
z0vOM4T?r~clri7MpE2+3j{jI?`y{b&6(4AxOgDA|v}CUL@^(jt)h2Vji9FT0Zh*1y
znXI_6{TD-^4U&u3k$rYrh<h%cMuET)ZF&fG?A^HD@OucTR{@%j1J<M_Bd@)A-)C0$
zx$IY_wS0l?S=P%5Z4G!tM+}qCP4D_wiqpx>c%?Bq1<A^LEttzePeA(lPTH%D#Lh|S
zPtKR;q<U+3c*vYmv6UOSVT&2nd%UH&yH^JtBOV1!+#A;ntVBLK^03}ewl0^CP04Zm
zWEUZ+P~C=zO=(Mg8fWj9(0h;Lm%jcHf9BpCpCNPB_LC*CumjMlMhIRMNTXi^jikk(
zxao$=|20@YF?pm|A`^*Ml4P5+U(2O5;6q?3BE~MCjYiHj?e=>i@mzO6qlxr4zI6O9
z`BTE*5LLM{Bg~fgV`$+tK@r1WrPJZ{zOUc_N~0H={6Hm%EBVcxup$LIx<$AcjizDB
z5ho`Mke$LPA>fFRPhAss+VI4#;)n?l$B)OoBQcRxR*vr<%yLf&Gn!0mrb=iW`}9+s
z_iODvHe}T|${CvqM*TYAa5?U&{F*mbjW%r9p}3@nc9&m1$G&yrF1y8naJ^JGnt}sk
z+C-Uo@wqG^MA>fP(JYbP20>`;@i}m+h?PQT033OMg=f?DpYBAaj~H%zDtUDu0V9qB
zDS#AEFNkkK!YW83!cgFLhCw~TT96vB9XufAki=TF(d=bH4IwdjA@_Ac^4&qAsc6W=
z4axW)`)>i;rZorbAPoUKIX(#>fh7Gia#Dmj3Io?YVZdl`V7%wL2*&}S{Jr6p4Jw@A
z%SGY3YvI+iYpI&^M8LQ6QtsXCMZ>*LbS*I^y62$;E*7BE>zZAvKfgLp{l%{9df{U=
zF0sM_*qi)ZCebB#;YJx~^{4)M-~Yam#mC5c7Xx@{Q<0k3iyKxx@kwTUTp2K&rI;j6
z$vBn}pY-=NIwnCHyvw{g_9EMIFQ^}AD<KjJ*RwP1K^DIvq@$6|wu$joEeV)tUZU*a
zvjQO4#fJDTwtXEga#76f<YA!aco>)4dppHW%s|`r&Ze_qj*E@wS8Z2;RF;udg3!$2
zcgM$(#HyAB`lb;NLq@t{P;WBQ?+gr7rKMeJSB2663~1KEdDA}*3J)M})@SAzdNI;r
zs8SwCCyAmwf=ZM`EOZRCZW*ZL6)0CU<`DPQDXyH9yike|gy>Wy;E)7a{^QNJ>Zu2W
zDuyF}_Cixlc!3IKK?l5ms2sJW7o#gq(<;1`r_xQFG>0Ztz$^p-nc`d8`PvE)2&R>|
zn(pS^$jewom!}2wGo=C|n#UrTaMAQ(@suoMS%WcJK-#AleE*4W5pDy_rQKjo(HJlx
zmi9H?;#7zdXVHTuSO>mI1hy5GUbh1O$r)OkY5!|rnW1mnRrCtBcdJf-hKJChZNEPE
zc?9~jgsa@eq2MKY?BU~IAJ}w1Zrs0^ZnbvdpYxfk!)LUVee$pC&{i!UWe~TJ7i?UE
z>714Fm(r+1&RX$n>+mSq)6t%Z*oC=ld%=c=^3Dos>)7(_5v&sI$LQqQ0ZUx{-_2lN
zK&3H3I2j4tFg5bu`&P})4&szOLM7pmbMqfaq-Eb96#w+7oV-0oTa~BUsMfM|14BdY
zB-Yb#dRLK5w%Wy0=0C~FUB+m264{SllJP`Ju#oPSdqT%=st{LK96ORuXMP$Nto1o#
zt9~I(v;}TpN>eDc{+z4_Lb7aR$mg-Q5s&KDf8{zLlPp1P+^E0eY9#_gKeW3;#P9?g
z9IHfw!pY{AlJcSGkiUhiKYo2C*@e%~JsT&MOC$`E(Z{oBNKn?7hdM)zbTO+a#?M}J
zwDW#yhwwtm<;!=snGT`yE}1_3&e0nHRQ_4NE5*jUrmcnL8^@Fm<@J+K?os?sq(61c
z>v*i#IUxE=cfuCFJQ>w<e)cYz%Bc3Z2^CmZH@f=Z$XvZ1#M%9di%!&0LzB9s$W~O4
z!chab$=0RwDtyC85SlcUX&TFymT8>m`1MKPL-k=sF|AIl=BVkd^!qVsf>zgJ72Z|%
zJl@}HQZoBy^3?Oev*4Qh0g5JGh6@KF&6~F_)AbyF;k6o0jxX2DW6dwpFq7sril{)O
z-@yA4He?4K6AWZELYvjpGPDQ$+}TD}_X86+V9{hC!dD^*jW(>;qyu3d%k;++PLV)j
z4$#FZBedywKuaJF^7Cs6MutyIp?IN?z$9`tgo84qhv&mBc}OF8w&nUbxE&c`0cAQ{
zlH>kYfpUY3-7j}R!C{R~VtymC*SQ*f|7N@=mT=!y(v*wkUMD8((w-6EaZLQpCcH+4
z6Mwk~@U_oyQZ=NQ=mmQ>G`ANE083NB5vG{`J{Xv&LIOCB_njXSxq!W@tJQ$gq0Yij
zi9iGM^Ze>{uer~9U-*%La&rKPNg94Qxd`+Oe~nLn{JRfZRaRsdq#P{@y=4qz{2}O=
z&12#lnCNuGG;s-M%x!%U6%JwYBs?d7R|s025X8|#^Btv#IuWT^kr1W#sBY=N8o=%M
z9*0un-F4k#<kx>)9a~$9Iw4ka%5;}k;k|FAs7yT8l|VR!Q5*3x2MvRfzlWx>mRu>3
zHlMS#jUHu5BVe1({5fn|_B}u9O0q?v)DSO)=5Ie~qEK}F1DXaXgyG{Y7{rQ1o}Y@f
zaLQB#6*D;`s;B@1TREq2z#b5Af{KX4DmyN@IpAAgtE#5vE@z}+`3P79fwYyUwG%mY
z%;BaW?J)w}Ipq-@mn;TGGrgOO9c70F&xEaZbgp-IavSGMf-Rtr5l2dFo@S_3Kw79w
z3gnd_!xB7J3Ysb%VG`HMH_a2ZyrmjIupUYl{Iy(QB7^a{)*v|;otYu5yEb^J-JI4x
zMZ2lVnrcpf59t%86W73y-Uz-&cubapm^&a^ga7nuSF<5Ig07C_wuO-L#l#{?3X8@}
znL9jcOy654TEq9~MlUPtR2w&=uGFv1UVfVU+m=T;k(O688=f2O)lxn3`}*QK$W8AH
z;{CM4>zf-<0Ek@CP?0#8I*#Ap5F6dR011LoEd?hBlr*L8Q|}J34Ey-hF)&wXvSCHb
zzzbL2E!zzs_BkIr{!`~r_TioSh3W~WMyuhlh7|pe!$9lAUicDVY)s95p5(=K{Jbpx
zF>Bgu`=uoN3Ila{mU5E7n<MnuV1ws`PH1(5{&fD?dGB?-0>d14&HFm?TR2OqsH|(b
zmm{ps3+CZHY}b=se`C8WscA`*XhqyCcKe`*bTbgKo%C7hj|hG*PH+>Xw&C0JR3+&@
z&1x(}7jqW{FG|nq766_lL*-94e8?g={C@*ig4mT2tgA%Ai5OCO8}4d{Pf#`)P>X2>
z@wB$q;yq$1WF2+3G}zLIh&(yD7$zCZoEPFzvtLfrPP$2i7uKf8w;(``)IzH%10aCT
z75G+S*U&|XvwCn?m=2Fy-lE8TS_?6^<gAe>Ku#ak^$1-ZU9D0ACrbMJjPEqTb$=^&
zk)&EO34hdNgWB9wr7r_Qv#ayY^(XAN&cDU*F*x8TFh%V=gqcsjEtn41FbPGKq&s}>
zjL<#?;ZfB8T?}(@(Z8Xi4*`4y0OCtP1tCHXbXE`gMXMOb-&SCh1*G)Ug=xG7ZhNIY
zHswi|cwMDcw4OGGIX#;AdW3z}zkI!Q)G@as>N4aQbRBfr4c#=6FLS%9OyCn~W@=d;
zIQ-I*UVHYgZyR37C-P86gjn_YG%#D*oXIBtIk(wseN-2&x3TX#rHa_|mq(w!z6iiQ
z{|1BMqhPT0J|l|a1zw<*^@e$@yBrHZ)DQymAtYwC`^b-Kdw3*wFOjJvWXYTWL+B&)
zdtaDqJ=~j&VK;Pr1(C;qwRixy{i16qiUp+NCBexrhaT~A?R3ZptP`y_<~s_{SKb8z
zXqH6CaPFjFG{(sl|GF+{WaA9S*Kh^p!gP#h0m}EnrSjH#4-g*vdO{qjV|M7UJO*s_
zkb^1a&X@JgOZ;>7!qm8>M}X5j|NE+$-zb?M?$6kSf@5IfM7_@Q-&_Xe)LI#2>kJ$%
z^UH9Co)f<?Y3fJDqTNV30OSU29eR6XP=m~Pgx~u2x#o7Ny%M)_wTT`ybtuYdT&VW(
zT%rd=YU*@;e{4#{{eCM4S?L9V0prEvJ@MqSV7Hm^-}&Qm2_MUNg-j=cnD7LaMBtlu
zLj=qCQ?xOpx2gD#KBrHel(LWX(Avp9)hxObg5nxKeO#a1Upba_sO=;6E{_DvX+JoU
zMe&J%m@pK9U{ft<EPDLRuuKq$#xOz^?6h*IKZu$2_cC~|0*g7U`bri9s-Ws4y+axN
zWSZ5S^g;}=L(~o(5;y35KWhAlMTxvnw7E>QqFJi0K)fpX02+h(smydhwn~&NXg$sg
z9D@IY!Y#tPB_z5f#23A+Xn|nsq`<`kC3;Q(7h6zKAEVw;`f9bKKhT>vbxspQt_&vU
zgz<850#{E@4x%Gf9i`2)2j4PbInqjQKV0)o;cEG*aYV5QU#;chz@x%=0Ck-y27C~X
z3P+;cmJW#MnDC1L*Xba<3u(bXDQloky1!u_T+K_+cIqM4@o_Qp(ai^5K7Y<U)M`V?
zB~6ew7kk8HH14!Yq%^qusE&j~615gLT>M@A_V%Wmd-kff%K81-mqTeuC`^AIn9dL5
z#cq@OPA~bN$-b#B_Zh#D8L@Qt&b||_z~!hIYQ(d3b#o)5P+RoE-*)e15X)Gr71fI$
zIgu@YM_t^F#QKB0YXY@jh)+Z-ZaYst??g&AHR#W(5do6=G*;<x!;*2&c?o(!9)Goz
zt;9SHNa=}~=z_nqxfI@)6&v4wuP1u%yVqwM>{$+9f6dVn_dyHpSY-$PUA^>#`w|cb
zkM3>DMtkir+BIw?qTPw0w{Qg}<H~b`4|aW8V<c1bZC74MZ@}ay7oD+ZcgAASF=CRt
z1AVNA(6WpMYnoT?k{c>m;9fH#7ff|B$m`=|sd|-oZ?TvVFZE>qs`vQq!Mo%HoLQ#Q
zLfoK#TYo8c*FCIqXu0!OhS4euqj9&QO>F!--QZVHWOsDlYB-mmMjwb)L!DY<T$!m*
z`8{fe0|5@wR@WxmjI?qs0Z7r2;t&1aKmNllUY68Tmd4|jzOnn5VfRr6+n8O#))&3a
zZTWmRY<}~_`^zc4t&Bj`mYw56{${$CE&f+d&AE+xCVec;?;0<XC%z(e_pwq@Av32>
z>_%2*oAg%Ch(L!8vQZ%zIRykR6N%*+4D%Q<r-TrC#6^aP=runCWOYC!A8E7&5fi>3
zR1J0SCFPB^xLvTQ3|2un!#EL*L}ZwdZ^{JN2d%x(y;PIdaJI8hXG?6yX3fweH+lh4
zy*8se`<cb_qI%8NA=$n%iK`tZylSC=`N?qK_176*fGREnZiBP-2?M=S1L-2E3`XfP
zeWA!TSb(fgxD2my^fr&H3}d-Gw$D>7mpya2i&=N;masaaaM@+7n#?n>N0yXfKYhm%
z`t?2aTk>$kJsX=K^a!k(nBx$4rTb#^`hym+*N;qd9y=ql%{4{O<PdC!ueNJ<(alaY
z3~14~I1;hpNom#q2zs?{6<#<z2(`?e-B8)LpCxH9NtAbwkvqf<SX=LwdlfuCf2*EI
z!7L|TX{kE%rP9Ld&rohF@(JKPgQ6_V-`G&+2LVHlj^Xn6l!#jJ=k(Fa>@t=^WolTA
z@AnjS!_*Rgu}SR@K+-)5%qgM57gH(<<x&%~%Is2!JX(I}?Z`|Gq2tZCqm>-<2}G?B
zrg+cp`OvJtlYzCfw^yK!(?1Oz9EyU0+#$WMfv9QBTsM<u6Y)XE7CA82mDxc6>drU7
zjdDL;hY0^IYm91YV}0r#HQ<&zg3>bJMXE~(!{~r74uTbF4pj~QR80UF28on|9ZH2J
zjp(<3M9#%MedY*!mrsX_>OmKz38)9Ku)wiZMsBTO(HvoIn|MQMBR$0f(iE)X>kWf`
z<j+;cd#*&-Tu`d{6D$!)Nl{R^ClS{%vAi7iJ(lP-kRlYWxq^%-jD<w}DJF4ZEzBK~
zlHMx}iZW^luy@Y%|NAG8@&)4B)g91Dl&A;UNe0id`Ej9w8>76iLLXdN!qZ$ltnrQ4
z<y1m_!e&5A=GXV6y#>b{K6H>}-9;l(R+=aFFK_c{!R8}?W+)ha1U0ljIT_+L??^*l
zy5VpBEh7xTZpqJiS-?+BtxmiNZUUBoZa2d_AQ1I`0(g$!8Kw*{1l$F)#Cp~rRE*#o
zAaLRrcymDi{`5lpXYnhY9NfJl({|`i&ji<B<-{6V5%RyyB`?G+8by9h0?~_N8Q^i+
zc`V~M+x$M^*5D}Qo)EW4ga2=$*{sT}f@V;A8m)Zjc;r@gJbafV?Z3Sp$#d^rI|hH_
zxv$Pf@z)RS%9fFFm}qyIyO;ZQ)2RL9$-uw~K}I#%-Qan(YX>q=<!68boKK9YEUZrX
zDOc*hW0YkW;)3nhxYHwi)LWTCuht%qLb-xW3+y<_G_)S303=dA9t}SlP$4g`t-{w=
z{*Sb^V@fU_`n-B$9?F5x-2Sk|P~wp#>r*A`_g>5`y51qNdWR}#P403l_0XG(xO+YE
zuL-ii4KI8>Hqs@Gx5D-d^OWI?kLumH-7vaaANPx0uk|mh^F9Cu(4ebwu?G0S-nEYF
zg4;1^ZvPJ$ti}GR$e#av?Ul+3go4nL9iQR1yw=VKAv~1kgcUE`Qvf2YK6d!_G%`kf
zgT;j*JUG5-cZetP!h~S$Dhd`eq&RcED2gK>f2utQ&j<SmLhgGP)f22Q3DB<W1P~yZ
zxQ>7r!}Ssg3ZAS?o(0cXk7dCmtOo)<ugtNkgzIIg3lPAB+BSzQLb)!8p}23PVMy7G
zrt8_A;o`e8B0z;%?|CF~E&Z>;T=^Ys!Fh!6me`d2+kjJaDth@{OMx5qb2Cl>C@}yq
zQQsa}P=<~9jt%zfV|H8;b)2_!^lXuA)^eV|GwBBVV)W{R7T7B_)12SVzUxG+9jQ%=
zE8tK!P`E>cN07m=z;(s!Iy^s=(Cseig>d%q%tqsHz4QGGKp<KavZDvdF;9PPlNvj_
zN<p_0zW~Nf0K%_zkRsIQ@l^MYrlx_|=eOhcl%^^C8$a>%9|EDMRW_fKHAi7E+F4fR
z&=6&&dobX^KR$}Qu=B7iX#Di}=|fd8=)>b@4@(6?f$e3!pQzzuGSH~Q*XQ*x2$%yE
z5{NkHc-uYm_L3<g=*csevO=s<RaJcy%QPpRAer-{IwZysg~+V@DB<C#>+)R3#Z@N^
z0X)n^5kdI}M8U4g%xWcxZUiOqUr8;oN?w9?&A?K?<s(5h5IIKAga5|r4xtDQLBR|K
zVlIK5W%^qK^<dEjUY#}a73L1z-~t|Poe@II!cTla9Z_4ecGhrz_x=DXa2!b*4CB&K
z&H^xqJqXjxN29yy3mznJ{?L!FwCL=e5sw%Mc{cy#0k2}+v?FRE<|frAqxse*_aEI{
zd^SRi|A}8-gpDkkJx8kT8<G-<eBxJq)^pOdP;dwhF_^LD??Jqt_qNFSlh*l1T2S7n
zCh&KUzeneW%D*lnVFej-R*0ffxO(vz=Maq(w-8U$$3_q5G@)HaMw#nRFFAJ??$@ym
z8N@8|99%R3tNt$D=AI8*kde8b<9)yTM9@|Cbw7`n9pfeo_T57Ff%UvZ3&oFTH!{%{
zGep;d@o+3K%FL-YP&-@f2T55dvz8c~OP;^>vF=1Bjk>;3Fh!fq^5Vi1@1nFt&8t>(
zmw>(3XxcbyeE&YnjT3qEp&m8;kH3Fq7yhdXm1eQh?niBe$VHnRaiK*DhG9TVoe8+{
zG3~*OEc;Li^|*(IG((0J8JwDiM)M&JVQ8=VLqkPyJ8UiN(;MZgJ6ktIMTI_m{4mJL
zS3{|UqMO!C)A78fsq;<~^Jo$adR_0HQGJr%eB>H5d5D?2dwAn~`<;9opGY;@xaH)>
z;Xn(l<*2Q5(p<;vDt`5JLH7@)X+jXGZA~7RSL}wjwVN*g5x_pO8^GCu@56>JFq7tq
z?)gsD9!stKgvU4FoPS@30hI_x@>FEd8h=j@+t8|rA^;uM19nB=Msl1Nc8`tZLK)m%
zi10N9Jmuex3@ySaqm+KiGR6hwFR?jXQr?tlKO`F@N)5n2a&L#m1^P0E>l0i6VRa28
z>vbqho9u<^(&{!bHjt=)U1R3xqu;U)(W)en+b|yz!FX{iMDBr~;LGzbQW0<jrlZ9x
z8mAG4#ELiIyLOrxzb7n0XMY7}%pP(9u12zOBo_y!qY4;xPTzN~C3Xt?NmlI2911QJ
z0`W#T1@GOB$;muJJ7ifY_S<)?ykDQA<C4DPJcpxao}^F1Oykp1a~{Joy4YXDUhgx_
zZ`s)c5k3!o7K6RDTUQwks4t>{z%yQKe&-l@H##31UIy_O9_~2U2)(7t__EFf`KM*W
zI^ZO<A=3o%qDu|i@jy-0-814hV76~%f3gZ-+zGJx9C$>REg#1KpNj4mO+$m@w<NDm
ziJu8?d7u!VU)ji|J^wgvoi!+V0F~-S5`aSKl;^Vn;}4xCg;rV@V(rcY7)oA1D4mhf
zgF*oz!V6yS`Xp{NWpX#Z!eHodQZNqG22ub-ZyjsETR(X!3c(P7k^ydZW~3evEaL#6
zPo}Cwz<`VDt7G}S;`@c#uAJBofRxY;Od$xkF-sN#R6$sj@SVMAN)cBuXKLhF_VwP>
zn`hV#^7r4fd%p+TGBbRRL1l`=R^jBz-yWE_8fIjsMXLI-bG4vw91GgEPOt89weUXo
z0HWF))y3OW&66wuSTh872+wW<3{?)%aPU(`+c4B1(3`&qKrx-6D4N9WdNcwliS^Fc
zUu;BWQ1W)hO7mOntCCt(i=O;e#MEPf$L(&1if@(<jQIbjl~U0a=s4YNQ?46^CkP5v
zVONdfu04g^@urFS4{$NY{WSuguy_UO&%@`zWOxF{$jgiaNt(FGZ>}8QhX2p7c;Sl)
z7XIf4s@s5*%-Tv<SBz2tp<&Mf^PgoW^2G)`0Z45AvJ>Q8Dw8uZME?t0A;0nIYiM7j
z`@Ywu4Y0a265MTfHVR(_Y{dX?M)nu!a}B_(IOzI9G<0@yg}rxp{vx#P{2Z_t-lY$&
z`LDSEtUL#V-v6pd_#0~c;&_x}&2ukmHEeid8CDwSQ1jZ1sA<H=JPAv5_3W;4puwwe
z+Ep)>6ONz?Y;70Me_$EJjC(Gm7kSln<1>Xgu&v5*U0qK=@)rz8PS+6v+<>zCnwgn8
zrjhGi%0s%z*rLe~n9MiXDPt5*ATjNCN*Wc)Tpk%4@vcnY8JGA%;X0kZGi}70Fv1>R
zF2!c9_t3)mBC~n-5n$2LeF#{YFEwc%S;)SrKU|s^N-TPbWl}_;7~%$ZTL$-n1!~SE
z{7?ugSzFe?x!M)xmEi@JXq*KrE>%Ghm8ph%&K}e!dj^FN>Pu?;_pwLiS;b}&dLI9{
zWm>}z8QNnZ9#fi03e*tN!4O9QUSi8=e|Mg0_dV@?2oiP_8aPJ?S6_{Osbj(J?AL?H
z5{CIo9{MkJIz`f!D}_Rw{W=JwaMJ2HrsVhKw3wx;-*PCxIJhK4g~U<-tMNd-fJI>j
z?17pLro%<gjumjL0k8NJbJGh4?00x)4U%;s78~BYxqaDP?y%ibRCb;H{qj-&PS2Y(
zcuGbP%FI*K*jM@O%VNnoBi05T=XtKFa(aFM4&f43(Y6dvkL@FlKs!+X(}~}3btAtm
z{^K0ga%Q9dIu=-Bj$41@nH?;3ojnufzuEF~YKwt~-3Gg)2d?;WM6zrE?u0z7`%c6n
z(M{@SG%J7`9q=y4W*eksf4&)mav;{>-#pah)YrPrviX8Pm3hF9$Md2un~($X;HdlF
z5j655ax9D{D&)yy5-_MDTBS>jJ|Dpgs;GQuZssCM4Q#Oypiq#8=*<-ZWa;Nn0_;y?
z1IOVoNet<Xr67<-(RVt;cazvk$t$+^B#Ij%sORdS>*}oI{9MPG<lm7gDfWSz%Qu^#
zrmiBAgK#+hLFrck02lWU=41-|n`{J(p9%lKME{du_$s5SZK(d+VMd<s>rbQ?)a^cJ
zVmY4z_0pIj49T0Y%E-yx;(iFt#I_Hk0eER<dFKGqA*=|nllQ=2oQ)qxsx}XfnK?7V
zs5<Zm6|%;kTc40C0o^su#^RqFM)G(OE9@jiC}<;s4HpA!#n;RUN>_}&Wlf8BPmb!L
zHe|9|6|R*bla`r>@Y2vUHp|2X-+#SBoS662pQFQrYqNjb>RY%aPO}O2!LLts)&key
z>KT@7_cdp&eN@f$iLPaW<?S8b{a$Z5q7YO*pv7S40g*N-_u0#0w#se!?21=<w7Yxv
z8}_*WZeLPdv>Bfp@qDV=m)hXON8-O;7?!)N)WHwh>4gV<#6@r%(%29VM7`@SM>Lr7
zGV{-0E70+836?QCMc1!*bR<7dpxGyiNhub54B9>ZG-?|R6q&sH+6@NpUP}Vo|D1s?
z0j56`*O3_`a=8K4-Z*pWJeg$I&zkpkVz>rBCg+$$NL^_Bc>wqSZ~l0}(S^<gIL%QD
zo9{bqf%z36_CGXCKl<*h?y2xl^Sfc%iVmL?$A=A#S(S&uSvJG!AG|%iUyn6vGq)IL
z)$8Y=-&OmTH)C~!*42L}gOq+<YUF}$DLk?;9e8L_<Q7Et?`@x4cg;Bar=@?_PoQOA
zq8rC^1MnF`z`(#Te`<fc$2b^ZW&`OwMAM0YI|m|D%ik8GctL<5=O9F>9<8t@2uPoa
z5CsLu%ZHTdY~eqtfI&h4Ow5i*RSBWn3rg$*yuGmFB}#}DR9n}2kW`5K2+D+Q17nsj
zUqVo*(B5tC6li$?Yk(ls^Q7uGwW9oQB2jn@0oFZJH5d?2!;v;n?2T~bPLTZTEMZ*I
zpVO<IVf+6f>Mf(9?!T~KdInHtXryL9KtiOYnW2;hk&+HUC8e7o1r((Pq!E-50qJf*
zx*O@1t^tOb^Sl4gdCqaUT#Glp(3$<+dtaaH+QPN6$+O2MU~Js)Wk{=rDekljXbg}i
zANWuVt^aPWFAjg#21&PUq+fq4+hJ<`QHslJxTpkHp@mJWVJE-*H@Y7b5MQc{dq+|G
zcU7=huRW>o`lwTH%I(aF>9pr*)YTB6q$XDi)YVH5HKpe0L!|z)?B%$Mpz7Db%13i1
z88HJNf2e;x=rC{C*OGN)rq=SdFSZdG#@j2Z`q6f!zUc7pvbU|_e+>h}GEf}Oe!<7e
zYL>h)g#EvJfmB95?+(c8pNYK)6*^oF!xy!y$h@B^)W`M-fQ=*{&=a8mvw}y)jz|;#
zcE^40;Q$}a7JWY;vsnS<U%B8!0nV<Ig9j&qQbOtTNWfjc>}`BY>qC`7Qk@czP$)S8
z(Msg8emE+%^y8p`2~at)A>~l981jm56fs0E`%;OBLVG8!-x*Gc1%FDN8OfNLVO}Cy
zCk%sqVcON0noj5bNJpIm4@MP=31JnJyHJIq1}S?bYSpvWPT!2oUKBnQ=j#W;HlD&i
z%hQ0ViLB);;Zd|kKOc$lemE((s$b=3gUFzP$lg2pAT(PkHv>lgT{#nnsUi~&xeQu|
zsk~IZhX&n~3pU2bhLE75qRA-5xPaKEM+)F5s}l$-_4+k$-vxJS_{ZH2IML9@a?%F8
zt<RrmHv69M|8Mdb0=+Md0x`Q&QLJo$_ZUO`C<5>+=s6u`D!4IW6nuUhSi)Q80bVNs
zEv-6>b#wc}%Yx`E(sowU%YzZZ(>k!g#}w97qv`$pSO1fDI&CD*E-bXyLB(5bQjL7k
zjS&c?tR?)sPiV5iXT92E-<O!$D+@ep=&FIDwe?`;m@>PBg}GU*kRD>yIH{K>X8AYa
zO>XQ3^9;zpS!sfrLO$}-v}RAF#DlxPaLUZtBEWhy(i*bh`+vt4LGbs*tyxd+Ijw`V
zasL?IO;$VaNicKrSzuUmhNR<*%4w#vti-G4<+x!M9CRZj>%q-g@rC3Y1ST)=7-A*_
z8G=Fy_x=8Q?KwltG%On+|Lnh1^<=81uMAr=L;whkVdH;gs8#m#KDYf60gsOkfkqs2
z;vDDeEjB06X_Ug|maO6qcUT=(2J`<nD!|18fIz3;@g3S-NdG0-n&%YSaLQn2Fmx$o
z7Nebed1W8_z9ZQNk#rPq=p8%oz2EzFkmFC6!ebbmC|rvjz{f$-Si;TjwgP*A9itU0
zRe=()gD_zl3dmk#<uN8I^^gjkK7PuN$#DdVKb;L2Q+RC*c@n2fPMs&|_D53|fzq_?
zFuc8YIQ}@$X#T|YV|egLDHIy*@Q;R}$b^lkOIt)5m9==@zmR3Ibt&ik@21psS#@ps
zP=*aY(8z;35(gTR95%RCi*;U;eb)LjI2_u=L_(<`Z&U$*FiyHw&){=y?`psh`E|m1
ztrJsVRG}h604}NLE{QVqNNFJJTiEw*i|$E#D9n72#a9fp-YHua7fuho0Pe#5%SF9{
z-17NvAu9jJ%HN{?{PSn4+!{_>L=F7&d*psonU<-oxJgcjS@~`8zy+<m+K|l&3^w|R
z_ZG)dK|7ac`%BR-fl<KS!{4CEb09#m^FcD;iDivT$xNotj-y-P*M!kL@cK|{(*66c
z^}c;>K$^}1JHuXgQ#XQROBxMQ33`^K^qlUr4Z*EoKnZBeMHL(;kPcuN_d={v>ir8n
z^r-E*zq`*TWoXs89@Mn()@IdD+T+b$$DZS@_{iBuG)P_9Dz@b?kVBt~y?z-)g=znT
zP<f#|RP;U<@ZHjhRu?*K)S0VF0Y>8A?m!C&^d$LKT4@nLC?hajfOVnWV*xYPbV859
z=|f(>C9<})as1rN+Z%;XaHJS`X9WZ_KSTubQFNqa_~0(|mup}i`KZc^l%CPeHYF#(
zDB4&Dx&si5qfKRX5$PL&;DFbTg<@0Bi^Lxih3Y^#$ifE^dQ1*L>6tK0-mB#7L+BX-
zw+8<p@F;;^5<|pHFcQUib<$z#D&>$cKws}C{5)hCV%(v3-jrwel9RKaG~q4L6(|d%
z5YughC4Y4UO7#G*!ibRYAz)juIa4=h6{{GlvLE16^JszU9j?|JB|K92gh7aymFcx!
z=i%xCX4=AVB5Y&-y=X2V7ne6s9++iUq9K6oI4+TVI(KHwTss2$O^N-XTYbu0y>^Ge
zac_t9<;L=)_&~h4;AVTYcDY(!hvMPfWl&@X!U!MM`)8ERv6JM7RIUDund$;R<{Mxq
zHmMDHzn}m6lV8h>H~64l(Y&k{4U(m5Tl4)Ccmm14fts)^j4qh{Y8H^L_1G={_i^Oz
zPr;Zis(?z?bBcc@{UUc*etT8CN{_tv|1LvhS50$kRYNq4-ESJ=GbSG$yw>?rKQkoq
z+HmR=DL~_C)mfQtIs@<Z4Ljq$tiX5rr8(@w%I-*-@JJ~uQ9EddVtmfYvj#+IuyIxN
z&K&8;#DQ$y+VQ&hKo-R|TRM_$Em8Dtdn3f2=ZApG(YRTU#5LfuvPoxl?gRsPi%%>0
zWIU7ArS*J9%L=IN!4u$4`!=vt`Jc0)oJ9@3AmY)23@fd|Nq0}u*L`592)6q!-rh^-
zexCRU)_rjyB`5w=QUiKwB4w7cJ$38__WQCmZ}N3KP}%qG57|VM%FD}^SU^bDHeBg*
zm7$qiyY_|6p8qo^^f0Fw)0gP}@}tw2W6G|)1Fh>tHg~s*ql?h+?O(hIP4Sh5Z;u*J
zE#j)^NxxtSI^^QAcL@n74ZFhGxo9!+u1^5dgK&6oFbxCo3x0J!O|`20iTtE20bBYH
zR~x!k)uywB6ScrbC3-Ju$7CX+u?mO{rj0zGwVC_!e6Ha?cYdKWwy@@$dhSAdFD2-4
z&=vifp&Uc&wL|n?OLEgnV^KOPu7OwqiIH%hAO2N~W3Rn21h&HLtuQF~3vn1A@c`3X
zD=<^pvEKTxpb>0D;l8W39SAsqRYt&In-W9Wb98$M68R7eA_mSaR6>c_0p9Nt!9{i@
z5W=jYMh+}#FDA)>e9LL23IHAU>w&K>!_4`aQQb;bfSc-{KJV4nve5NUO{?#KZNc(U
zCjvNBc{DxHLNDT<t$m1n?l%qGeZk2oh9MUELII~J+BSg*6=iX|hSrb$Er7${fSr{B
z+IdT^%XM+hioECI)}&bWGXua@LFwCldom_+lD9S%+L*sXxZ3ro17RvK^^>YEg&k)}
zfGbxU_z4~V&<(6csX4HU`f+`EU4U)g;{;NKy#i&_tWr-b(uW4!nTbc0H{3atrX=59
z55NA?S;_nJGAO0yQPa>AO7`&-cDK@NIm3lnElrdJ8_)^c&e@vhkGSKFT(2kdq!5de
zvD6&sxMopdPOvC{D@zr=C+|Lp21T4gfRidzt_cM9CkI{{|MwVyiD*NSsa(LKHrSUt
zSsu9BM`xY&B42pPgB@DUxzWHv46rh!A@HaHf-B2*h{)vU=PD1Q=#Z4*p}~Tb)GG2i
zMVdcyJ8CB$Oo{!T7W)lv>U{Sku>-Q_;2Gy>y8F?Sd(iVES5PPt6KU+u--W{aFFqYg
zkY`E=RLap+m>^csmxo%Kg#=jne(Bl&;MRS0&s{jvrQjDH!g7<G|Cx@b;*?uL!sqpT
z4*6nAOD#RhE08LU;8ny2lx0}}6%Kz@4*3ss@`|%H&IS*#^2oo#&_i+fLy|u*^q&)#
z-)Q|S86N4pfaTp)B=DC9ne;F-#3HEo9WI?|z5o2@!unX8UAyBtN*G&R%3Zc{_55g>
zR$tD=FrV}|*Wo*X13$h~*y~@f%wF)TJ+p?}ry5}t5l4iwk3Gh|9*R9|^=vlJq~7gp
z;|^|>pCglaGLo^-k<*tybmo>Tb=+ui?Y4Dz9YWJ&Uf>^+<@YeeIjk|E&g46%io=z}
z-0;?ok-(>Ihfyh$YQ}EVHik%AZq@ylqDdr+@P%dl7aCGLv=wl^!8xx}^xr|kN;B|}
zd(tl-vV=9I84654^QKhnsmz4DITe)l1$!{cgl4yyJzNz$nk|1k{CGru-}FlE@b=ad
zon!Xmz{(tH|MGd+%R9=&EX&(eX2(ob*I+Y}UD1E`<09w&!?GA;nM&E;&ZrpH?W}gM
zAv;KQz{+{xJE0NZ2xkQ67vbu?;SjIp@)lrSoFjcU65Y!tJ9H~-LtLW#Ki}4)0o*@P
zysjW6x<kLfF4@|T^^#C0Y1;t>6S3Jr<LV3tEdHVj^oj79PAZeW#asS9XQu5m>Q>nw
z@k$XeO9@NamJd7f=;8LUPd2TYvSerfF@2wIa?7`b={3pe0(h=+MhVg*IwggEHT2OL
zrTJD^SkWmK%-My<h`w>u7q0l@X417v;}d6%l+%emU4|6r6j__nQWq!b6(o`2PsXDF
z&6tWE%BfnSCPVzhE;rSL>r18Xn`YB_UU7kxp0a1(oOS8{>CqpKe_kpYWF9rh)S1rG
zpI$0+#*{Z~*Z^@Pjq4)7pRKFv*ZLOGHsGkkeCO++-A&jxKy<R}(f%ck`WyxYj_myl
zlxaN#E{LB1q7y7Y3i3jbLiQD~Cvu%WWguA1YW?!mf)@#nqQ(jH5C9M$VV45H8(X?D
z3R_!BfcXSS{(JMgX1!x74~@s3$iICQ+73DVf~P*xMW<691!lZz*Yd%ahMwRrgLsny
z1htw!x}ESRU<g(LeWnc>WmA^gV=ff69@`Syu^gG=?%kTvNbY8yV+r^!F?dIvOClib
zXP`mww@^8}at8|Ccr7C3@0H_q&G&KXERCfTB|wDIg<@9x=rC+S=dr7C7=o+F$aANq
zsoEg*CCpu?al?tb766C$;?$zASesh}_Bmw<=xNtiVa}9H;iy79T=@&Z>FD|wLX8<f
zSphEmL0|SEXgEdzk0c!~jtlUVrlP=U4`QoKwd`_PngtjMLO$vA&hQ3+M`9NbMnM#%
zr8iGxfEp*Y3R`$j=71-ANcx-EQ2R%k5edTbCwmA-tL4snAZ#lV4PiWiC{y8ptSn&Y
z$kGxM2JUqI#tZ7D`m@n<dPUlq`jF<^hi=~jDzY|6H#<jns_+UmcNFkB;Ns{Au7gf0
z7woROIjMH%!HYlABIPHHHHu4<ojP7b&GN2y<B?f2zx15sFE4l;5-P<0duqz0?ePy6
z(Z>@!S2`w!rKJVBC8ed4&vx%ZiP-G99psC-dl7nOY;Y9}kc!yG6D1r6Q9t2~>%JQ6
zaI})j1T0;<(V`zQZ7Y#6+~1XW*wh-h*-PML@n{fvP#h5@U~`6H<#ksRVl=u1F&`iI
z{GKEzO%vbBuM#7F6#_L&1snE5Dm{((9xLqzefhvVU-I+6`o*Gxa7ol28dq4ZsG;5O
zK|^+oP-f2tO=4p|nP=`ls2VU<LC!M(FkzzP`y4M|K(-LgJ&LBP`ni=}8tihG&%Z4L
z8oN#Sywt#Ys_Ivtv2`wQ&i-(VWia6B6^Oy_jzOFE>Vk4173RP@2T;@T$-Qyt)i*g=
z{}Zfa$v=n!-0n6X32#jzqx9~T^-}w8>rDFVNLlghHbnT`pSS8NPjs71JoSUWg$9B&
zoWH9pA)HhqtFL+d1)wFK&Z3TK7EBG>j`}2vb7omqW#-wJ96_vhg^@s^F*UC;%ntK=
z6owf7Uk#&ZDOMaWU!3b?G0Wo%3R~xX^&M~v&7H+;S&g!iKzro;I09DRB)XcKB<IBp
zq4zD2!`{v%jIz$1ITy^^w<LG2jn;Oo2}IQP82`!Tmr_j9L;@SC;3Yr@&!iZn0CaGu
z6?8hg5is-z%n9xrT&O3On!Rhmq8sON1#ABU{Eo`#H<>eI4L}apBtegXfP%x6x8u{@
zgv|`u@Wwzlhl|RK|FvZR-)AamCP&lA73Rz;DF1ShPWW~Emov*s#ee(*e@!Xo@Owe}
zB%?>veFwhA8He57!t7DVw`ew=9w5pTuqzjXF<}RrFgP*EyWlvy5FN5SW6E<W)es@h
zZ}i|7Dj`DmX{S{u`Q6rZegE<Lo{-pLDLhA6J$G1k-#1Rq+Vt&?1JMxZxQ3mt#k4@x
z!jMY=Kl-gUL?(#KWi;)?|0jzrk+H#pzBJ!%MIqxJG7yFM2&0a?ucWj7EM55nf*9~g
z79{?SAjJhgg9E4gfIYV*4Om@E@gW#S)FE+7@m_$yYUOT*`&&v1Jjs!8`k^ZNhnoPq
zl@aPl&mE4!I|=DC*^Cw+ppH8NvUgJAQ9yJ*Ne4t=E4C?vupYD=iP}0~4+VgmqsZ1*
zkfx;BLkev9=_O!dS3UIMz1t3R#%f-Fv+xfCD%(-uEfsKA)NCG%>7<|Z%)XE5>`6`z
zM;W;p8+&McK^cAdE1<RTsK%L&X*#-^FQSk0F)r@Kqi=N4(Y|?dkBXB}+|g7UFt@NR
zn6;n<Kg6`-LEBAM*4^X8PR&4sLHGHW?Xjr{y_sWy|6_^(MSiaHe>_4Ey-s-ACL#2}
z3ikRlyB+XKDr&`_7T>`r%0GWEwce_u?pm5L!dIlkpGkzxP3wk2ZS?TMd$)S-+H{D1
z5B6Qw#Y5)`l7hpZWjua=dgmR|@==U65VT4~6k5o?Q2{R=q}4FyE9QPgmN#as`tsWt
zL0W0dm5OHoZSvgAuCaq=v+4{<FwA}r&!^C!{zs9)^n^V?UEo1O;~<}g#i~ivs#}UX
zbS)*&kz->`{3>$mY9HK{qcG*%hN;;?T#2)GGWwH=3|I12@i5`g47&Vq_;2E8^h9Kc
zUI6rE=t3bW+xC~6LvIxb(V%Ba_*gcsV1OGML;+b;8Lu#k>(O--{4xVm)%7N3=Q-sf
z-X}f(U(0mQo|v_NzW>SyXqYAiQK2u-b{$1>ZKv!AvX+<8AblN0C3!4<$7Z?b&r4cd
z+h^fu5@r|bVc{jq|3cE+-jWzzDomd*yv8>f_vrE49b|g>2o?#;S&q7DGnM<Lv&VZg
zHD&fEZbL7qa;jlB3I&vz-2J86=2@oFqF{G2M2@ZHllxKBdqfYAFjueIZCi<vKM3UP
z(mM}#Y%oPXl-x~n2;uW%_2@s33oz=ommT!!%SB2<=E62uH<9#KktI-no(Bt~oDHku
zGn)#P+$~t~zu#WT3`e2rkp7zDldLq8&|4WSe|fr;^bk~V+h)K11L=U44JK&w*=;PR
znP=g*`=*lE>R)Fg5xaGRAzK}v<8pwq1<ZQ$4&C-<D^A0>Rxc59S^ob@iF+3!ytpL$
zfg6_Dq4w^LZ0HoE%j{21F9hnA_I^FhHll1wiH~_ta-R5l5=HUZi}_}8xBf-zy*KJ2
zSijf)-21VexVHA)G$P;NdsKUuEE0-)45=nO{5}oL9g;e8_$wgIsX{230wIw?vS0(x
z3yDr13l+zZR(cZoO?=>O0oD~;5qMTG56uZtbkgdVq>%+SI5!S%MHbUQ14~Ruw6<@F
z3!!1)>*`=E`lVXzl=8)}k9xZQ)LEbIz~D2pP72Jx?h|i`7O%sh{uE;Q4t{P06lzhx
zBbWg6HSuTsv36b<21Q_lUU6esFB`jYA(u6eQ#!zdLpg}LGEu-9>JA;j>LD;|^t=Fr
z!`Pt=1ff9r)@rq5$1N+t1u5SF;BYAN2nzMm1A>H+j-ZDb`2P)XzSDR^_^mBlw`GF}
z!IRv(K|b^0XyC39GwN=6WJg7cyoP$rSAj4*fCcH4#nk|XWrG68=N|<o#~x9UW6NWS
zP%|IfVY<@Unu`}6yHnrCYVmMKKG#ox(d_cHOAHZhLEH{w{b+Hlg86m0lM-OKbP?Bb
zo_@Vq=8)dvcnrxl_;0pj^SuJS971T|<I0~qE^<8nN$X$;-q=@gO|<;kjfSMzD%i)z
zrP7_b%9oP6DaU1C6b&ea-wW2EA)PC*e@l1`-`jVZn1^D|S14ZizDo6fGtX_eAE+6K
zt0{O2t1I<u*J}CCBx<HkI=c1vW^TNhOZa6@w}>sv5B8e~xn%$v4lX17V6}EcICq-=
z@S82AyqI!dQ7<Bu4yU7l4S_@dNB}mwcqo(x*p%lb_kY@OUwguej{IW{j9f>O`rH}}
zT)p{#NzO_N0uEP}r|Bcl2myM}!if}prv4JmI9gihJAkbtK=9ynoJ%=`pF8^&2tV%3
z1>b>=8k;%%Y=;BMN;)UGzrI-m!OmJl1m2aDU=pA@0}_y3fAzi3IG_tn`Wzbf8p5%u
zNZAW~&1v8#ouNM@1u~gpzwa66<^R@H7I`W5fESGD%73X5(?cZ7^*S^s7;guNJHjsq
z^&wOUa*Ue{2V`+bGc~$*L!-j`Rst~rY`tNGxsH5K?^m!q@SaaZnoMsxdrn$h9}oWD
z4rqKW4fOw&qjR4tYRB}ZX6RL9aKxKW&>OlDk;^7VlG{lavoZ)SoPu+Emz9OWa`v!x
zJ&xGsEtqJFOscs5Fz8Qzvjx~Ij`cq$LxA$*s8c89^3lowjfu$=?{%bfz_8+;qkQtq
zIPS!U44)W(wcnrBveB;4CabXIWcjpYdTkSS;K5?Dld%s(t~vxQGlxJ&l%hvd6|o^T
z1MtMXgM=2RESIzW@+N_!Clt+NS&@>4eq0_;@z#XS45pJIbe>x^fA)1QgKzRawf`Ev
zlRm%3K1Ay(_NLd??ML7u@=$b_zb<fY^cg-QLlvlBb^w0cNFqG6A)`wnWnVZyZ)`TB
z6R`xBEN-?Sy3_JsUj+E_55t@vMVmb+$D5G1%j-)hTc*G&bp`7)PSHQP638LHY1(0T
z`saEuZHo}Hx6Wo)RA82*<4DjjeDLQ%QZ&)NOx3;t)KlB~=_<AH-|E2}3VZSwIt&}F
zuN?-~@2b$LnV!bs3&_Pv+DkL-$o*_tPKzMN`B@E(o;!+e{zIOOu<g2}GwlTCw8SQK
zLUfK+V3up$=getT+YFJd@Yg*Rp4-ndv+X)2$1ZewecnraMwdNa5xeII$g<39Yf|*-
z?!mtt=J0P{Qtjfe%G4440V&riPl=^A<*|3`v(pjC=Y4w)(4bUk!0tg62{R(QL#%7r
zdru{V4R8T=Cru>ePs54drDi~%k1P1)2J;9SsBYZV^(>jF(_n0UlGUKf#v?dk>s`!u
zXkZu1=K#2S0{h-UiqqxtoNnt{ZpWqU+R+OCfre$bPj;_e6v0swnoGbOq_R2nw6gY=
zBl3k{Q2hMu-a=N7yMK1?K1vw1yn|_fb?S|2mpFT{c69pNOn@<tV69huvjPQ()qG?`
z934L0GFQBPMbiV%%cy-jWzL_hOr&%5?$jb<#sS_$OY+9KohM4lNV+_U&PCDsLr0o7
zzwdWE3w|N(=6xC!pB0+Z_4Eu>c`t~MsB6?v5DO4)q9=qT|J!A~*!&><V}Sm~d;pLL
zo42%g%up&z6i1yRMJ%nI%aB@ty6+hi$MSmK3M5QpMO_DD*9>Lf1IQsdBxtttnsaHi
zCQyBe0Mj{L_0hs$dK^f$!CL(vaL7JeqUHJjK?8~bv-MqovcUlFN|lf}E-s}z<Ds1^
zB^~fRPO#vh4RI4|2u0lP1%0OCs=nTUwJDGcWvC0?d)1v;S(oo9q_Sw3x~dvL0V2mQ
zbBk?eY%`qh&r>&<zTmP)iMM}lQ@h?SH!C6h8+y8bk$BfH=`8P7MyJ(_Nz<%F>YwM=
zFjVm0F5+CVj!MAms;ktiAATjEC;8n91A1;q)<72e48CeFl$-KA+Ft5KfBtTo#{G1B
zvb;1x0B|N@gKGf1PB1b@gAOl9Q1B73kl)m65xh$SFpQ#rtD-8$$lQoM1l~8v3GBx7
z7&AhRv=opt7(#itK~g$*!Dint6SbHRMlV>?@!Rnz2lbPG@7f1y7Sw#xHGBT^=OaU;
zfoqYTp`nA)Zi#~@=oHU_sZHz0Pw`wJ8q}_@I=Nu?M8US`g}L=-IwrVsoU(6RheDjG
zmHbc!<VbNURYU$L@}=^mrt;t)wI?0r5TqQ3wSo-YxV4ZN-E(W9dn%wi7r_M1sg}o(
zD5c)KsL)v{PAKO7F`!0-v*6@EMZd>W73I)O^1OFy@tSZLC2z{;Vp9EJ+tjW&@Z_U2
zsi1|Km<^&)es^<=@TrtLT1l<WMti|Vio{#mb7&SXwl#8d;-o|t7g~0Kx^iwI)_BNZ
zUVFOVifs{ZCdU#Ha=8#1)A+aGYsZ}x9i<pXQT+Lu>n>r{4ud};at$j*LsY=e_39e6
zsghZ=Xt{$9KY_J~zY}+m%S!0I%v@wO7!lLF!@Zuh#pVjgYi;`7?cgDSXQVsJFP;0A
zw2_9TPjgu<)4#u(jGTOr8OZqgFOqwzf&3LGOD!Gx?IKi~kX43he@fx!YEu`ouZ#Sb
zF88Y7xP2{}eS73&Hcv2*(TApp_wM%Y(Jh!@WnIH@(8$l-iFEX|8!IsUH5Qxvqt|3q
z&nG~|{K#XyJ&;rEOhZW`RmjdLl&QvrFzQ!)wQe1qZ|+gemgs%+M#?irTc>2t@S4Y)
zHR~92ZvLso2k&0*8D53_?s`n)R6DZN+SHOK+q^m9m14VTu!8Xt@A#>Z@U{L{^sG*&
zx2$vKL0XO?y4{Osf6wd1O31?b%`r!qmot#0RHE^{kyY<P_H7~4yfKSI+rD{;r}vEY
zapA>ZN+s8-oiucFIl8cL^=;Sf>06@>53**zo4Z~M3Zlq^O#5Z#Ad2d{;Ta3#I$@Xj
z-v&-+O9E>s!RZmptsdpuV61>H!~4NI3}>$X2S(L9zISFSCY5K}uk5UByq>zSj3^%4
zOPET^Kl-?)-@C>9!#nRVbL_90dD6cpGETofl=Z5kQwh9ChfUJ)AOXeU$B?W*_8{f1
z&{gWippFm^qIK5W-1}-7yFr1EFD2%D9|OUz*(<|BN3E>MUQ)5zga;lfBL%YG-(!>O
zUN$*^1_I-OL^%R9li+su*0e1~)JAjan3b{uI_K)AZy9GjoVb4$;>Wi(QM~lA^O=vz
z_r-tXQkVJWQZx4s_lC!%nac>tJ>RxN7E;kP1as+2%`?d|0yuS6sHo*7ORn6kPb7^@
zaTuWW)}Fmnr>*M_q#C|$$cn#NX}~EDuc00{eBT;a4Cs#LArHw3bC#p3eZY));7Ce=
zKR`$y4g;1oWQev0ndoYSYs8m_y3`AyFI$2YxgP@f&MzW9`4^;6a5r=^uMkKjewWHX
zosdZIKXGI;M$h;I8+>=ZU@G}!{k#ujGO64+Spb@#jhsyTy1SdWJ6E}TeN+7rkP-qO
zw(KV!?`MCqxSs8zwa_rXom}@^(l7^hgDr$$rOnSze@O?0gNcB*M&J3;rd}5Cz{n;q
z;XJTyl~-ZI8;9uU*pbsK;NYG2ZFk+4%jRh7eFE1QfU-tHdvHz}c)s_L;L|QXZWZ|^
z1Eg>B+mnwSf5hdX$`V)KTzC1C#)CyA*6%Fe{VY)nB=wNsJ^1@5xJ@ofHct4~qaEU6
zRRxM<03(8%v{n&KY9bb?Pc4LETgV8G!d$!B|4U%Wo>jy{VD9^adY39exX+SDDR)9(
z!v5Hdcgv8*pzOa_8rL;T1>Q1gEgPhK=uQFM>D!0C``T27IPRcH2%!E@wXWVAtHY*h
zQ6}@(nog(URhkx)k7Wvf-h?)6R`%^`^N7F_4Fhz{FYtYjdEVf!z_>1>ZGgVEUg4n=
zJ$bs4O=ePh@~?i*ES!Qvl$w5$5H^f^lM`5*MbKd3EUWL~#)Ny79*+udt}=qIKxp~L
zW?vm~FV(jkbr&6Eqhcq<*QwGKzpfKDjhL0WMgI9!wk^ix{Cv%?I~?=Dh@r<Hc9$jU
zlCyhgIg2NBI<9Pd&qvnR@nM;J_8~>jx-V12nD5Y1C7ddN#Gxax^=+fedoLSc>^00$
ze1mZ#<Ti4zWXw^b$b}Q>KuMJ~0Ph}N374&&WXT^%Ga(NoTu<baZj?hrzPVa=|Be!8
zX0h#<Cyj#q`me!&pSExUd|~``LU0l(PB2TH>x6_II2WA?@Ai#Y#aO?QCq+k|<hj{C
zt8Yk!LxDU5BPertp=gSG#WE0whzVzh0tQWFOjMeid(DE8{?9VrX@ivF5*=Q6rABe3
zZ5$)UyGEC=*NQg3q5NfyadxSgPVsq~nv-&ULzCVM<A(w~N%Zt;9|qWa6~30^akvZ(
zr=Pn0_83a-+m!$PJk1Z_dR|NF5B935B_y(cYYxt!e~f{C$hBgtiMR&LNjZ2+c<Y3>
zJj4;Oqvus<5C%be&#MbgmB&s+q>v!0s(akSQuAWF<dtNDWR2`!iHhK_cla!mJ|fYB
zt-gbXTXz2%;ylg9?x*5c@EfI*?tWW46E{Sf$}`J12Fh$1{XG?!NxPZZS9HOaQ4sgT
zA-g;foJ`k{^nzWAaj!9<%d?>;8)RyBVvij<?wZ_pprW`nx$J26xH$P$^K_S@%I_e%
z0v!g`!iM<vI)9!Cqq{+MXLA7ex5_h1X>KmQEYs^GiOJ9O1i?J@e_!1jwk{c#Vp)Tc
zD9RZTMc8a){xI}QS=(10P#Ko8?}Td+z@e<z_E4c^p=v%3WWm%|Ht%&0Gv>rM?ZXAP
z3Pb!qL28dCW^trmKD`x>#PVw9A25$7Rla*qoFFplyh}$TzYMCmzS9_AoKQJS?N@mB
z1j$ldKCxlVivDe>T(9RUbg&t4Ae;0@&#5shQX192yK~L<PL@SpMbHJ|_LouaId)r?
z*fE5yM{4fDV-l2zwYbl4PTOhnmEn}?oIjDcrdMgheb~c>hdx{jl6<TN6y*wv|0uCs
z9n;Pp)uYq=cb2v#T5Tr&WgS;GQ~EdV(QR`we|Nj}t_o~pWEfeFXq`R2qIyu-oVD_?
z=W6M~CbGGpbkdhg`>5G*krDHuTJ=??ZyIh||Mj@YslR^&O!S#@{6jX2X6}dxq{LHI
zoz1{FMD;eYPo2;AfZ4qa+TPxY0^L2HJD&Ibe_$RHmRLC?mrNV~+wKgN<OWNTE;BUE
zXydy^S-rU*F!M<f(PAE^xKn>mz{JK}YW>iSwHh)R!Pm1faN{Xd{0MumrggFKp<>rv
ztrX(cce~}Jf5}NHO!51y{NH8IW_{cd+*nPmW%FMZjFZU22fL;srm~+#YPrOo`fEH}
z_`~LR>Ogpw3wpe~tQczi;YQEg*2|Bq>agnk{wuMgsi^8>(Wc(pC_nHg?F+YcmfU%T
zINnEn`%|Z$CdMZ^bNYQ^ZJXPsjS)4fE`(eHaseP;b5Yiw-^Wt$Lt+X<IawUN(#Yus
z5bR8L#@a02QN>v3J0;ubTQJv`|KR&j)~Ui!+R=r#=mDu6Z@JoEleb?8N;Do!p*`g1
zV>n}Vb~EbpY#loK^6pDu+Q>u$o9-gYY1+I1w@H+aJTxtePd8LW_p|P=q|f;=+^>`+
z1$e*Zd?qU8+8#8rmie4PB}`6iQ*UI-pFFKzU8;L3?7PZnd(Gv!qUHHV&gm+1uCK9L
zzo%O4)tM(O$|V3^adkhs6sGNbqqmwc%<%{paMA}#oCa8D7mhNV!S3(FZ!XxN%_*3j
zH%7vn>18|G)_K~dei3+;<dT;zJ%VtRSA@eG5G)UB>-0)dU>(w$+PYU3jAVFfF8m3*
zD6yLl#3sN`e)%%5)1IPBBG$@iKed`mV4vVihKqlscFD;g@}*uOiXlIyOX(=8C4=4%
zb;`xrP7pcf<GP0}bE6_|qv?T&{Ic{OIF1+~CFw9n#jZr_v;g1Odb6=$hU0o8fER=Y
zg}|^{%b?zX<LQB*7);#k&DKB`!p=(;)D9by&el5gAp<0QO!|ao>J_`^?eLqU$gas)
zAPW^lx(;h8aY3of6C8C;1GmbaO`}xJZX|8bQ9PB|dImvy=Gfq-|4iblZ`vu}T*pZO
zhlGC*TJIYJK51R6%9lS9-7DR^A~MV$a&D;~ld8JBx7XC`1L#HIxAhaMv4prJYf>6A
z#K2u#+cdY+_b=%LPumZlM$Dl6VZ=mDeP*ngle4AtaT^?hgdJv?+r-(Ia>nV))N|s!
zyaPS9O>O4d1K+Nu(<GIH?9T>duY=B;PTpN4YYdr;XWb%zbbz;JqYBG$Q&V0qr-$Ui
zW#M#LLw;gidYn&QfOFt&@2H6s)QWVClSRH{Ows~cr0XP}>T5ed$+PA)SL5v4;ebOY
z@8|*nU@!T}2(0Dd;E;!1shn|)HZs|fM$p7>q^d&SK1BF-uVQrH$k#WO-@y<n!+AgS
z!-2<#kXYXK-ZIoSjzq1fg1O*NH@-rZfu;SO4=8T2SMNWjvFHCR9Hc8@4GEy*2L4L2
zmvw-C0r~vn#{|+quehIY(srY7OxISmqN&ix*a(m3ks$f0{2li!D~+v>MW#W*De1kN
zzuoH%q|7uq$i94@oJcC>pp|4(cU2uzenw5KAH@UAx+}0c1PO5;0!Y~abMm;ybN-WN
zAR|yfg1Koj+7f{`b%h-s3uvil1+Z?}?IwsPqBorMac<3D&9J9dH4ka#60V$`BDM#s
z_Z2Sk$!_T-lRL{Ud|J%{lq>DhzCI$;5OHKU5bm97C3q|q<T|nuH7}&Xp@?NImi-<%
z(^C7@Y&25k3*DS-gWImNVU_2xHh|PoI|nS=h>@gpI$BiBGi^aADWe!Dtwr=Pwi&xL
zARKbR>`ubw`vSUizIyMymN}!SaxRwgrif#@La{dOjFNjtp@vm&GVmh;myg0cpPQXc
zIcEngV>z^v5>b}w6#>!Xthy^wjyWBF8cIFyUx?(Hpd|?*u~=qB0UAC0ORuu5uM$-w
zG0m>TvV-&ESu9Ud(T0RBCG=aQvu+3%Pczz_!0U5OYwkSH{j5!&n;-5fwYzWal<w!;
zn;8;hxN6Iyz@2D)nf;0oHnV|!5Fp=rllxCXr0SId5&oL|S96b3)wdL|pFhY4hgJK%
zxo5wojZVjtNZGfI2Fl1LJ?;Klag0ICQ#_EZDosqVFRvhBDJ^%cxbM?wL$kKO#&T$_
zB3*Yl)Pq)P{duF8V=t2qr?w7>yOZ=P3ai=+G8-!tgmy?}ga9ur8yBDGNVBKsFm>z+
z?YlxWv#i|jdUPKMzBRELpYHkBMMv!DjUSB)V+_h-J2#^C7%~*!f8??1Zt-cpD_%G|
zl~cfhfz<C@5W{b#XOjcrG?nZeBWxy4k@RF3KH3i`BG-1KAfA?OH2Y9{`Q66;C@*ka
zj^fpQ*SYqBf2HR&VwFeV#*_&U^kCCPK1=^{p%a;ZO7BiBhx5HMx-CrP8Xn&JwWXf*
z$xQK3@tDENx*!+Q;7$I#@jL$fp?vJ{nm5~18=KSptU2@4FSXUO1J{k$E;_I(UdzK6
z|AcH%LUw}hFUFNt(^VgPgT$jZcPJzA>e6K`Uh#Xrc>e0b6rZA?+2$p4dFP1qTd9aU
zE2XKmQ-?Get<KA>9l^38|E0Bjjzh)eCvg`jha$o6*$TT;4Wf6>jhblHHNZPp3PD9i
za5i{xdj4<D6SRKc#NAyC%iQYX+%Lkp_np`Oo&}!&K{r%J-@W7%59F@C`dU<)t>TQ+
zqf$f$u(?i#0fE>Fbq9MzOsr~4XKyz@!(OtH|NfM{>4jzYzOkt{(_Z&NB+uV?I4@P!
z-wtn3V1&Gnt`;%{)+w3+vpzjgZM<>(sA2Wrl<$$iacY2d0K5LP*c?Ss``%;cr}@-u
zAaUWhGQ$*%Ozl|`{M73FAM2j|ps>j*%YzI;y|U2TkG4=LXb<m7%8BPhZ{c1Y@-IB#
z`Gh;Z>^=BY)_l9L_|e@v<+7eU4ygcULsG$^3Sekx<NS)VY83P;0EL<=E4Kai{i)Z~
z!9if{@bh6g*-Ba2#Yy1TVp$P;ZzK*P1d(fR>{VZBo@8Rs|A|8oAx!bE1%hFHG?=#r
zL<mf?&&i=OS&+n&4s$&8%2CSS+~MZ1Y`>7xNN<*?fQnO1{~L#k8pF1$u<8wE_fzsI
zu6L;5W%>wO6z@ZSj@Tg>tI`&P{9thKM$>sH^ZFrhuQv}6^U?#FAFlv0d`}=n_b*?E
z%~xYJjSr1W8x+bO{z;}=fA8-0Hzq^mMeXms->*xNM-YI3(3^a&Z>Z0#U!mWHNHtE$
zeI{~W%k(S3!zC*$%#HU+`w>r+AKv{4=BH|{Sho8d6GrUjdxSP7BNaZ>Gz75T()2IH
z{Oz<9+il3LxJxy6H8YpkQOSEuR0B`P<`Olvb^qi_ssAY1qpE%_V=^Z#EjnHwZn$dy
zOzi>xo4s8%Ns$(s;g0hAmh&Mj`z!bsSvR40VxOQ<O?HH|9<@3CPbk=+b}cVA`VDfe
zne^wky)?p+b$19x4_#@LD0QGoP4S#AFY6_Ek@88u4b&J|zBZD%3UOU{Y47f*Elf)n
zw7S?Mx)JEsW%AJau++ce5@F*5E$wN|$ol}WFrmnUl!r=mZA&&IZMX;b?}^p=cP;F~
zM`ZFtd>7fi%**15M(Pf?WthX?p5vv0@@E5yF7SFITd?==2JjHHctP7cnRj|WIv-h#
z$`%=C8kK4kCiSGKuc-wGaDQr-fOp4d&AX)2eqCntEs3i<krV+P^N40RtprC8422l5
z*>fP}b2PywQUo0D95t8O1mfKZLZDOVG0QiTM(|Y@$7GeS=^1bFPeQUUR^w7ON<&y^
zeU$v3y|gHaP*faKc`-@MBL7cZNXu4jTNM+;_VQ-Zm$b}TUjV?ub`$w5+KfWkodTSA
zNEO3ac!k)uEq=*<D5kn~-{i)I1a3aL@azPFis;s*rke!B`dnBvRh(iz3C{*Uz4^Y6
zj;u?0@|j9ktmD<*$tY?QC6IUo+T$sdw9uurjIPVdd*f!G)|RJdM8Jwn6t=zpxNrW8
zx2{D}$h=ShSC}|&NUpRXC9v5^@KHZuW~^kkh;M87qS;a-j3(c2pngUxzmaSED`kYT
zT}5@lT;;E?rBATWY@xpJH44nc!R;fb`aHNwTubxeW82fRjG4+Pe#oEJ^6c14Ni18v
znd%P}Cl~TFMFp6c*{`mTL$;BG=WpS&bss@8aS|b`7Gp+S?gk!l*2!;6<)gFvzkci?
zt#$H!*UM1$UHMng>(yC7ca?E#wbK$!>f>YxJ+a1DveGbA)I&+mu!UBo<ESmC^ut%X
z7T2TC>r$ToR%pK4F7<Z8kGW^ACnK(#`>vO-0L>+dK>r1N{%?{aNl}eQS8n@=aER(F
ztr%4S{i2Hg&Gp@riL|P!ia-X-HT_@|-eR{$kivJ7&ERwOi<$I$Pd^^t%ciOoPb`-2
zDyuF=3-`TjBzdDCAdZuo(#-b`9b4BT9agG(<yyvcCl+~AP+_Jk+)hLzqxBMgpd3mw
znt9PLCP0LFW8z(fq0O~Q6(#X?4;@IYRR8M#9ldw>?PM754ao)H86$l(gB5fi(<K@N
z<z0nE{iO4n3~eU3;0dWJ(7E&?<BQ{;IliH63d@#(W91*9L3jwj7xw89JjwLMA8&8k
z>xP*2N7QCW?gNejQL~bvQ9pY7TlH$nk~1MDx3$`h2m3r4(ys?3>;~j)2V`9yq2sH!
zA6z74ORBrLe_mSoiB7J(7QdMD-@kilk{;yZ<l8%U5mmW1eDL#o)8a7gWsA|mrTtDD
zQ$en`8fb}+<+{)Voj5i+tk%=Q&4MfTSe+l^Aqn9Y0u#9t;jaj`(G!t$<9S1;aUVt?
zlY2O`W-MZH8dr96joWKk!6`Nz<M0V`-PUk;?{%&y?|Tg49rOI63LjJXsw0V^MN7eb
z&hO%4fx|ACBUCau5?7Lev*^7deAgVDO22%8-(eoS1&RtdX7LGnt9;Zs^5AbsY*XN2
zqrX7IGRBHt0_C$fdr{m>+XfMMk!~R<F6-j#H#CR-QGZa>VGj<%AA$kjE27q;V~7YU
zSG!et3k`AtvartL9$UvgE;l=z&%gXJiI39(<a;?*oQ{4qRVSh_7ziKl=1@9@oHcT&
z8i<&VRpJT#5Y&DiqcbLe>t$?*jNL1EtC~Ym0WvC_QC|G}p451R%5){Tf!u>)j`t)(
zciP{^gQ6+QA-^iGH$X}5_CpV%tuj9&htz1FZe-)dvQC!hOl$iB|M7dX8r$P20b(-i
z{j2N-fRmMnt8BAJnGiw2B{_sd9YStD<4*@nM+fNnk$`qv6T%Jd`RDb+e40c68u(L@
z4cbLdR2TM^1fN*`7;=Z;8RK)Fk42w<d!_W8>v5eK00hLeNPX)oHPoS=T43`sIFvdJ
zS)RiHrT>~j6@omANhO_-rHcLvw>yu?6K#A|rS0DEbg<}C>hpU<Up|N;-)PykeV<Ln
z&);qPaS-xCHrx;YBABQgbaoZ|i02v)BS_n%f5r}6`8Cw|hc7@kdAzthM37;OSM^om
z+nrvJ3r$tSIzGtHvGOGyvxp0$@7K8duy=}Ec}4FoNGo~*N~su$1*f8Xlxkkgw2|KR
zYX7<RzEHW7ZFG)<eXbn=M-hF{syY}OAMK^Tcc`NuokmDI=Vns7PdxR&Q22Asr%FAm
zpdV$=j1<*^a8#M9z)3VP7QfRir2fO-vGqB-ru$-jFtq41_eW78AyPmtVJsy+4xUTX
zbxxD-zzqM^L6x82K$9F4ns%K>fz9Rl`^_DjfK^XX_QZ1a{;m#3L8pZaj}o`Y?Oazd
zd@t`)rx~eed<jq|ux|=FB9!T<dA>Sv!%182#|P~MSw&W!x<nEdF+<;_N-V%L>sIc)
zL#k-UyE3+Fz2dVrr2&;ku6#nlKlI$e;<E>Qd*TAZLA}2S%&y<#Kh={=(Q=yey!T~J
z7btDKQtWnAAM78QFxqJqDvw#FTq^wWdd;ETXS!6}y6Qwy#PvcWO6rC)Q?k@P(^Sjd
z&C_@H;kmL|%7XS{`30^GWciXEToD@d9aY~$xwyqa=hF-RuHS6``&rcK&aE5qEmPUv
zx>h`Iz$^w)<&z!Y<CXTK?YRl1l&cD3SW`G$WU-9(9U9cIT<ZRmlc*qS6*fXl6oN!!
zVSQ>pO{~z7@kBU5$|DHxGR%*zFi^d!J$ddm6@d*^c$<Vys%yUBUcS&Jb6s#b-QSn|
z*rLG2;Y{0F>Hfni!`nV{_u6W#oWmO7<|e4L6f!>#bN7<l*$<kUKUHu&?C-uUqlYw^
zF*X=Uq2+gudb;mt)5Qjv%UswVcTIOEF3|*nyClKk$I~aiWFf(C893NU>ca3Ej)r$5
zQ2GKGo#vy%-3S~NxC<ygA;B<bw8h3dTyiHA+@{c#1IMFh(*?uvM@6lBK?w9RnFc_}
zFdl_A1hy@m`0ip>5YVeUk4=k*|A^}XC3r$%E$5#C_CvQKJ1u-7<-QKVnr>n2SgYa2
z17{EHvLlKm69LBp7p~#x_678h>Xm!$`-u_yP|PajouCjbi~tiRw?z@S>2!UTz55*X
zL$d`B3#+Pl%7c}M96|a?u~scHsGMT~4@#V+J0>ibcMynbHqrij$O(<&SSM_TwIjmI
zqgMZXtrB^nFYo@CO<XJAHeNKkydSxREPcd;ZO0vGON|dtgg4Nf(8kxNVVfU*=m}qB
zrJKuY2nJ}ZaHJqc5lleo69Pv^vQmU>_ZTs#;DsQ8FkKis6dX*3X9*8Q;eoqo-V(`2
zKkZ6={|H`3A7y^jjHd*L%7%#qH-tRV`7(PKU?miEl!yowJYv60%G!Hf_Rc0#R`!Qg
z_A?*p9Aw|svl1;C(|%)DfU>Jb*?HpzSo81U`NNg|&WmdT9<iBE(Tj`VphAP+`u)oj
z1o05O)8%E*Yjp6d4`|SM?>%A}rfz-$Q=sLf4IWHT#>XRNXT=5)EU88@{mY~4s90+7
ze9!SWq08$C(hI`{G-WA0sZtbW@_G~u1HRRkK`V-3nnI<sD(zW=?@`FsSDg$v<R|&r
zH2>zEhp*l~YgCWwV@rSe0@t8Xi6C!^aOUGkBIrcClqu7Y@cXt9r{=sH)AE<%?ujDd
zTIP=gRkn7~4LkE5oZ|E5&$dQazM+q(nG;^N++zvm4hmXvQXx{wC4u7?t*JAI9lOZa
zewMI^>VnXNbr%h9WGEeXpy85PrBJ4rL5c}2a(ZyYsj!fI1|pbk8u;&=VgFT_c<>h9
zg<mreowfm3*+yhcd92vIq@LW;T?=NLzB{9O?%l+_Ae=`;+_45-)l|B&)AU}o2v1!w
z`1sTh+WIpu>EzMWG&Vz-RrOEyd0ABI)eWsE8~@-hIwoD>V~mEyM#QCpNiD1cr2ZO@
zYl(x9_iA6kyDCmZM^DOK*r4UWQNcYRZ6E{g_b@Hd({PiDhISb?Q(<TmX?u={s0qZ3
z{je*kh}AJu+W6??&5^Y1!YjNd&SqjPE_A%?<$0lg@<<o|*Jbw>&y`vJn^CX$6)5+g
z0RmML%A{GOdfA_+sePR3!}#MsfkDqwVF<-MIpRP0KfAg3Qx?Kn=Ad?0c>H$PDjL<>
z6hT$#{eGTH4ja-CT>csy1I5aNFpBzrF1=_;8t$|qVxDD0tGRwLP9tU$O#0is+eYRz
zVeItJjzz&zV>Tt*t5ERN$Livq&ENAb;;zAEf({aTXn)X~vbu5OTPBCa=FN9E9|v2-
zYcZp97loB;uHIYY2M1eCvI4$0=6naJN}uJ$)sdTSMHn3fr7Lst;&_|>?{S#~(Q5kY
zj?0HvEqs}`>ZEK?6u$+UDff^MN=di_OFqT@$iNwHU?7vHIC*ea1WvyU*UB57QHMos
zFkwx&pkQEnfp_5)-V!gpQB+_j;bBv_kNK{$@*@Dx%oMkDa*peMO|OD$Po+;%Stln#
zWL&*EK100!PIT0H-0IWQqPzu(Y;}VKu8j544_tME4*p)&okofaqKOF+!Kaa1F&~E+
z@q&zSRTUScpHOHUYy)DQ9ua5aW8sXIt*>vLdWF-?zH$$|);=pjjB#a7b7d%CItvNs
zq86{)9yhyu{ag8@3^?89`co8Pn33uJean#*$Bro6xSk-w5E8Yvq3PLzHD%{LNIPP3
zGZLc}?-L9VvJ4%!PHcpVwpONzdzm|*eaoMp<rJ@}k4JvX^84n$q@q%;yiu?5#kIGf
z{E*)_#M0!`!r6QA+9TSJW438w5{XPZeG}bZyB-x`-Zdm&x=>s=-Wpx}O9#@+Lw<|&
z0Y=9opp_vHKkyF$!=aBGf|1~Go6BcZI#9e2OLI6L10ERv4A*u9S!?%IaJlS~TO}Z9
zLh6LRWmq-~f!4i94UHqr!M;Jt;%gqVB8v&`Uek0a=(IxDy$w9Oe)KK>IKhJ=;lXyv
zH>Br-yqAL<qF)z4qAZ1D;>~J>jV^xT;SH8V_yXTXQt4$GP6^r|YbBGelYKL4_cDxi
z)(J^&mMai#SA@&R2B)vRw+JXk@zV+{XHVWu$9m_rt;5TjI=F%|Q83HN^*k8c@mNrh
z<Ll3JG>9RVTar73yQ1Sa<0>rJL(9lSRfnl5$(#nu5UC&LKz058$y24!pCv^a1Y-J-
zf9>96l*ErGydww1#Q0`U?#P$yO^;dI8cE*U=%W|>0@v+PR-k%^exn@V`P*Yew-rTw
zi?{;-yP;+@He(Mqe)uZ*i2<n966t_4!B|ut&2~Ir#WRPrZ{ca9U$^oT(xqaxcI)OY
z*Vv#EqN|RG<8PKAUEG5Ne`@9$g&>r9rzGVi?eUVa%)gg-6cYzsRWcP+QMNUSwa2~T
zF-O6A7(%^9I-=0*esFv@(X*IJ_RvYX7gq7=DD3JcRMu&|wM*lqyD<!P^kP)iLn1Dk
zusw(TVytLmsvQx0LiurKW+!!z^H|0>90^sXPokca4kcJQroe^>2r02X8BgH6Z!G4d
zS;>0#iX9c7CD@W*R4V5Afm$S9dEZ8>*P14hP&KmV>D$<duXOh%6%~u_;<#Fjx9g_P
zB1R5(2Hw~tzWBPk#2gHoZ^K-C_VrwWA;Hfa6QtRnB~*GaQ{QPJ)=Wyyk53Rta~vV#
zFd(#`G}arlQhx8G0#AG~YF^*hG0Z0bd0wwHOM;1)R%YDPT!ZEGxKg~o@L%|lUwYCn
zB|!AB;iN&h#@SP|NZ!t`O$Y<TjO>@h@dHt@c+Uh!aA8^smaiEbf_2WQdJt#c_wF|g
zjGA2#b*JYgz2cp$R~u$8K&45!eU!5M`Z&nnc`R#TA{P_$_3FiUGWVe{a<KbKY&&sy
z^|}FYkhmZ9=I3>C{ROK{XW;K|pqN3FV6B|B%S~nF8jtsM<-q}cb90&B&EKPo)_oSA
zVQF-T_qNU9(f7Zj!_77p1VkOu$JO2^4u>>IcneR~RgKR@<5+!b(hy;;09auuWf<2S
zfQ4<i1IOzys1m5-Y6pskA_NJ?BR*czfP!IMY)XSFAsQpXvjW!q(5v875Q#t9`$~ol
zDVK4BFN?^y8v=X(0JoWmF7d`lvtAKoBI-a0Z%EK4Mc^tcx_1$m+en{@kZ2sa3e(I)
zIQstKh!@~Sw*z&n9?N4hxE7I&Qoupf0m9ZY==ji$9F?Aq@^(HbJDaWD6LFdRzW77C
z{#m+*786RB$zO@7+JdP<y$$hjy#Iq+fv;rjDvWDqQ(}>!;13$~RG$zB`C<>Os8A|@
zc{SP*ajnZS2?-Lo-}%wSv6)>aPD}p}Pj49&_5Vc+55oXM&d|*ajUWO_OAOseN-Cw&
zNJ>g0-AE&yDvfkEN;lFVARP*W4Dft^|9kKAj>THc3)Y(bIcM*E_Ev3?Y@)CaQziO5
z1MlB|<^3pHQ+(SYg&`6*Yt?y}I%!IeJ<H@vMeLIDsh2~;PoLydwz=bqmEXhBN|D++
z+QgR+toRb~#1Yq;QWsI70eSwO#0apAr3DgF0N~2V^9~0}B!Ob1V{johI0!@m(Lul!
zWYBTQsN<npk*Ey>7X%EL^&q(6s6UtLU~nK7bA*5ZEi)cSVh=lWX|#Mvq+uyu4~q_z
zsc7R9*3JAz4-Y>!U0Wg3h%wuUHr+^(g)8DN<JVnAu~Z(da{IJe`!rO8_pc@|dBq>i
za@YOioT-(k&8>JgIt{*-4ZgA;o8Fh{4Wxdz8Y!M+cfUaaBbP5~jT%nS*AN8LCp?1*
zM+T4r|0p;O!w&|-za8>tC!T%>BsV#PZsz97iZATXV5j07!oQVf?-Jd!H6u(uDzh-U
zsf-$rg|acqBHD=Tv&{vscegw^_OT_ja$$FTzo{P)b?DWLFe}R*3a0ry(Xq%EJd`hQ
zrLF$}c3|nG<xF{lCZFyEa?PP<iZva*0(Uqy7gq5y_Ny^q&}O_w)ng1cmNdw%R#^Iy
zOYGy3#z%&m7DXwoV7XIZHEUN6M4yqZh2RURP!?s%i3(#IwQ;spR<^Lea^ks@d1bpC
z?I$Ozj^=nC!zkMrR$LCT#<L_PrGNP_szeS4m>Xk_0&_|$Uywj}7#B;9))A=di2aB?
z79$t-W8P|<%%;@Pso-C1hX!&%r)c&8>8?14Fk7uU+$1vz*D*UUs&J&a!Be*4j*MhM
z3r0p8_&|j!<lUMI#gpsa*i?guGnfc-$oca5ZNgBiY>2>3=h0!U`;MUD#-T>5qAOXp
za6|IJ)yBk7R7^)$Tg~4)#2(Z!ZCjA@sKNfDssE966{(A(+mnou_CM%wwAdpD)<~+j
zPK(uU=^0kC|G;L)A~qmmg{j<odaZ-?2DXj~`WL|O#vOt}KSEM`E!xv(pP&ACa>7mY
zE~BvJ@GR;nt*klMM={lL+2Vlm$Ce+(ecHvHK1;bYO1%znTH09tL4LhxP3Xo)bMaP?
zdewoqqrc_&x!WRN%tuc;dw;7h_g`zyJOR{+<%OA;AnF>WHxB&<R&Ik^cVBy+92|Ev
zw%t;<=U=slAX>tuT;lz9f`PU=l;7_h^vKiekDmMXBthtJ?j%5xTLAl?#;N9$ppo4>
zfIxP;ugJdf{JR{$y?fug%x8L^OU4`*y#5l1c~c}}P71n-ju=I*zRGxT7=+nug=0__
zFzJ->do8JOJ@G3(lvK*to$en@S2wKhqPOO4TOkAk8bf>ln4@yvbt{PU;Z4_yT(<O~
z-}lwC5A8=n5q=g<{*%jp+M3VAPBEZ$JRqp^;M2n|*H5~ohr0P(-HvChZ)J1Op1fbu
zSW2O<kF;($<E$45Z_vJ}@6PeLf8PE!WVOz?>fy91;or^WY!RMa^=Zf80Is49geW>+
z3?p~=&UEg!mrl{@9P`ulJA$B1!cE-PDt1TkY6bCAFD7@=?&0wx)@O94UL22@rcJoV
z4~5utGq<YAf6FjAxInO;y$5KgQn)3j58C$0z9S{0%(l=zPR|opg(n7&FJ3<}t08b6
zS#u<XLU3dg%t&#%tt>!y`OrJWKmlRIxmQeZHxf?n+sYZl7r`Xk*9sOj1cBSS*}xL%
zM9@%fvK}%}cHqolB$)YMseT|X9H-mH*(VIdyx#bjzi=5AI)tYT-^T7@Dxvl*rSvVO
z@(nBjee~f-0|Llbl1C(yxwAo+S~8hh<#APdgTnxy18HhruMYQj2PzBUU7>mpdkHsy
zelo(ne?{8rN=8U}bsDxa5+b6t><jXv>Vu-1XBE^dN_Mv|6EFqnd}e{t4pL^~gqSpU
zhK;v5)p%<-@>cj>IrsZ9`i}a-EZD^RE$+5glpV_}Kw3Pv!`|?60GxdEfnubZRC36j
zMxV4+Jxz<q_!G;H_$h6MsZNF&(s>=Uv60;uKU&Y1w75)t2zy`wO`pb|L|+~Go&6Bt
zV66OLC`<lZO<;gM5t)XCs1=b;N#<ubwy|{}?O2R&Fg|D+4ojAE_xqwb3VHW>S&DuV
zdn2DyjWvpAsE%vH;w)~Yu4>L^*yY?*>2p=aU=~fMN+GPjA?Hh62>YuzV(stua!or)
zr-K#Gn;!VnGEzF!a&IIPW>L$F+F;leK7cm=?WsKx(K-*&HuL@Y)5T)7q?2c4U@V6O
z@3C7TtZ|QGxm#NKgVUk=!?Di%jI`02si+5rnmwDO1fhfUebT5IA~G;5nsU=-yT;Jv
zC$o}NAILK$CjH$nRD}4W;Zl+O)Pc{xiXP-`+-R$D)Fmi=DVcCB8R*o3kzL?h7o&0L
zMnX`FFZ(z;wD>~5b6S2#eF<)e7jwPnjbcgI-2twvcIF>sY#4{lJv4Mk&j4J-(eA}h
zIQ3#v=w7l02rYHivrc`@yS$B__@ij|Qf_;RU2IgP)%0`v2dh>~{annU5X)>@TZa0t
zq|seeZ-PIyUh1p);XA}aO!7<bM`|@IqigK#5d)WGn;Ih0d_@N56*mTZYwC9?{GHGK
z_?loS-+lj$7wG>9G8{?UnUM;Lsswv5Yo~q9e<8Z2&GxX-%8Ed+p{l3xWWgj@u0DIe
zHPBgTRG0K#iy0j*)hA6;*z(0C>Z!^DO@ooTkH^=lYaS!(sva}q9*1undo&%-rQYv%
zFaNP>HY&Yv8>8G=F@K1zY2M?UOEQTmZlvWo=6`<QQhmG%4((b%`&wNfM!&`z|72?P
zlsG!{SzWnJYTXs`Jjpt~^IX9`X_f<8ZKYgc0sBnX*(e}X2N#&Fw&4*~z^?e<6OIy`
z0_QAkYOynQ>@IfVs<`f+EBDs=`VjW9?jGoA`;grfXak7~2s9%Flb-+VDl`Z^CE6S<
z5=64gu7}@~VR}2&fJb_}x08l+8#@r8YJJz;^D_Hihu699=Jf_&-!<?)GF(TA2ROqq
zr;)AqteyyuJLk!jza*Y_rxgu2r!e^SruQZ$C<wui?ziibmdG^21vJSKzU%i+lkb~x
zuC{k>jdR_?r4EGO5AZJ4BkYr_<~cr14lvFSFia`xV0x+AJwsO8RX;yuM~92Gi0FEj
z?9a)s(0s<eV;0H#-Cpq=r(8?_nSSIw-mH#(@)p7`{q?~iK?mcgq7sH(NLc46w(mNP
zXPfSOMoVptt?Xm$rLV5PnjcmwfbW0?_;@4QnlPHiOYKg9C=v5ow-0Gs)L!^x8Z%-}
zXIuhGc2DiipD=0|5m&wOCADJ`7B9QU``~vPj#Bp3r2yzh8z&hhXs8S`oZ=n?hX!#$
zdN?|e5v)*xAR2sT{tEU!=?HCpKzc53RW;=a^u$pIEr24xFfbR`lFSDP7}9ujg{2|0
zpQ~zP+#F!+9Y{JTi$>!GqRbPb$;gn1lIx*x%d2h6D>hAXwH4*pMfktCC(y1Qrp;i%
zZ+c9+-0_b-DpE$XMz2C)iLmt}EGR#$ec}}XxP~Y&EagYA{WdSFHAO;%E(HT=y-AHo
z;fvux@M3cK4~G<$j0_>N9trfNB7L@`<=4=&xB~jRt(on2c-r<GSPH8whm}wd<X?+S
z{*i%qYZfaI2hxY)lP&hT|Mmx^`-VOuK@PH!)5$J{<rV_azkF+-UIz+PO4zDzJDXqG
z=$p8f?hHlMMf7kUo(*PdEL=|ovz)m<G>t9NofkhDv>E$w)A9)~t4kX6nN&M4rMSju
zG0R79W!cCr86EyccwlQ=tf4q^)6+xxqfvHk1jA@Z@VsV;5NEP`XF(-h?a7WP1+xls
z>4D*!z<wH80sHJd9&t3DE$?*mp))cAd-$7a$>_5k6Fz>jp=x4Y3(PMflkb6xw0<P;
z>`AL4<(7rSG^XK?Z#~EO-PmH~e^MUyDlbLO^16uOw@zpw1)E(kAt0|js@i*cKoib2
zpNPm#nf0H4^=v%^Y8B1B3XEB~LQ9-%I<SH=PJHiBG1>#u8_L8ab|-5;ZEVx1@+|WK
zU@si%CJ<d9s+YNRCsV6ad1K6;#UqwuWqUHZdTGyWJ>9OA#=O+?<2QKXwDTw_dk4)>
zp`W7=_Nkpp{@>$<#Pa1(U57^rNn~-Gh$15Vw1(HnyYAFc!nDZYSal2D3Om31Ij(Gk
zim5#s58V{`cCFiAK?5V#n1qMvMWqSUey95^N>2GUQ|D8$-tL3;=#N3a1R)>9{j-E!
z8ijuaN*yUX;Wh<|>ZYp|nlHb4bQkHe@^#?cjN<u<zM-!tmMO{sL=6w%|0W@8ijw$!
z=r_0cx1jZg(({BK7`9e!sR8tPx(D900+tItI2^j=c7mo}jpS=fHuEX%;QoXQ4UG>*
zS9)FY^*=!c@P4{B`Tb)J%Unz9V*ES<0m9K%g!Xl+QHu`8A(g)nV70Ha(n5;lEtv%B
z;;T-(VZ|2|*Qd{%Rb-H~_kmH&Id{Hif36fD(i7Fx0Qp^L)~wXw4rGNzKVt*|m2A{E
ztDaXc-90<Ej(xsk?ZSSV)iriFIC@XY?!v~&c42$h-G*18HJ9UI`T^WuyhJ+>nVHf3
zZ(ZF^rv86ws{TJ}%4~uodv1VnS`jg$csz;wZts28-_^f9SE^tAa-N&!`MSA#;`U41
z1O^PnLogw9;Q<p%Q2|3OlY^9At@Gbv)7CB{KdFlgq2XUznV<WP*wvrCnJYtm3mc}?
zR(^Gs-eK&Zac{}_;Yvgn9bVbCsxT=fAN0hA0sTT|<iR==u=Q#N$ss3j<nt}5Dwul;
z1489MWPx6?d8dIv1y6&+x=>Ka8CaVZ?<JB;pJywO8~l-HE0GHx>}{TIc#K~Lv4zMw
zQ^<G52j>|=(Z%@!T|#~C@=_qdg12-?gz9^meK3QRmt?Xe*5$fBCk1URpFY0+z(@E6
z|2IP>-G{M{z=uIdgha4kpeS|R^saeXG!s3el=)|k5Z6M7ZAsP>3Rey!f?)3&OA1zc
zgRO^|5~t|;AusWG1CeR8KF@F7L`(bh@_=Ifk4*S7@-6<6&SMUAru-bet;COo`hnV-
zC1CGyjc5Do>i6t*@@I!uJJaX%2U@=$bOu~E+IFWlMFa<aT@l4#uf%-4GO#Q0%8(KQ
zjc<K>-n08ZAj!^kC6qp%wS3<*JLFH2m3iU%74qONsLE;TS=2QPl&;5%^7~PxDLgn9
zZyu^yV9U%ReV`)ZIR^|hGf782|5*GJgpFjs$cGhkc`)F3F-e=W71-2%>e(6{ew71w
z9B^$5b(rD5#ZyPkrb5|&a(3jiZ~}BbTW_9QXKxS`FUhf)<PJ+O!RCu9U8Gas>HG8{
z4x%UX?Di6()J@swa1LjVvT#~R!OPFB&6w@>G^=TqeHjk2vz{)|Ej}*g<OhQ~`v|Hh
z+^$6!^RO}R<FtqDQ>8OQW#cWWp?F(a<AVywaSi`no`%M;xKy6V;_Fa^4<tJ@DT7EP
zr%QF<FQc`lvajiuNY;T_Lhttml#Sn^vLzLjElYAo#5c_-XfAz<vrcb)5V=!uAFVgh
z%PsKQx1GV<_-TKbxN=e%{Eqos>2|`g|Lye<r9Rhenfiy@Y}w$Hfp(N>u%p|?Z10PM
z$8(8+EBW8dm7JsMsf)pPj3sD1m-)&{L6>8KR%;yOzD&-Cq;cD%`|yH-w2usc+@=DJ
zA$_q!)1Q&&rJFKERQy<k0&I0i<&Gr~*&H}DE^d_WHka<%ZR%XuyvJcR{EYCs|4Tz}
zB@5!Fz@|Y@EDOim<n|*MJX6%6-|FIRZR@Uw=ZVQ!hiCRJbq;eN$}be)u?YK0k0-~M
zt#Z8wr8(gdd~LdBRL=tRC9wZ!oc(AF?T~}^{q9WF3;?QRg9Fe8*AJ0!<bEHFofM2^
z2t5UIU66ieaIzk(``6yV*+P%gDtF<8T=x=fXJ+gqzFZ+{1fj1${97j=|3EsbXSZLy
z&Z}1O_b)e0;y<*5#$h0TQB0Wc-V^IR^6(&pl=D@`?y>j$%I&w-3k~bR1HgZE`1L=j
zzgk$*+H#u^>~DA@8i<Gyil_a|^x$CtSLdH@OcLHXU=G-jY`*Rs8*P`%y(N6l0qJa_
z4KY&}FVzq&j+Ly4WtvhvoWuQQ`#!7wQ-iTb*z=bKl)Lt;4l5azKXnD&f}hhA{!%Jy
z_SZkrZiuS*04Svd_g&vs_AjxCloC=hGdhY@ni<oM9>4I*QGAn4C-ltJ6YnO-;f(S}
zWKV@s?dX0>4DYFG$FQ+d`w1Cr*O}9FV<MCUb9Ga&0m-Qt3a9ZFZIe3<Il0g0$;Cd!
zE?ytP^$=y2D@EhYJ_12lw!r{ESy%!p9Rw1@FJWE19s7ks$w1XA@V}8Kv}=uED%};o
zT)sS}D?}$l{3Qwr@v&Oh+y4YY<0-Z$t3q(J&sSu$O5yLN;K6L`WC^hMx~lEEQSHgm
zQ2%sg8!!^lw(nImBAUm-3id?~;Z+Ha@WlOzVg+5V`-D_JT?e7Nal>JOeu1Y5&~;fR
z?qeXP?mXXgh?-EW5wK0Q$Rxs~&_RD5*U@@OkGx?Tlt$A-lUx>RaipqH#FJ5sH?$DL
zq}>#?In+4|_hmY**#->$SP>0Usd2ThXSYh8uA6iT?PR=%)y_p7y;cb{LcC7m(FSe)
zW%IV;nJHZR?SHR>3AxWPP5}4;Su~y?C0#AKA${?!-2K!%c1>GYmdg#l#kvfp<_-C7
zse=Oi#_sG*6WyJFy;~%(?!C8wlX<;lco^3AM%C8;bbqip@7Z<QmunVuP>Edl{9+*0
z)aS78J7bwo0auj;d$oxF@{187jhM9}ESf4V<N30kSG7zSY(&Vbz5JxZb;P5OeH^2@
zIX8?XuhvnuynvV&Xv<B*_KKOdrfaz60oXrKgC<qCb|B=}Hh;f#b+M(@H&3@`XE?UF
z<#F!1<m0N6hW3(S2ZRAaSoju38kq>)<mz<oMAic#L!Y{V^Iy$|wds}34z}sGXQR7Y
zz;4C^)L}kPA-aS+xM;npeO<V~M_gLtDa##PSL~*{6Ua8+VQ#HyT8SeYf~`bVmtOOX
zJ=w8J#Z99(nBve{7&&{FO&ODOIQq<hqE<q1xy$}ero<J$47tutYbI;0;zj_}ZApYJ
zIQ2Znj%pIx2}v7MG7Nq;yh4gXD(j!kGL8&j`6!cGrcL0eTggY!eF9>&kD*6QGw)SQ
z0aY1TMY_U!_oO6C7h860lq)N=fz}S5`RTAnNZi){NN=zHoET<)Znu<U92sbgKvw<P
z&xS}}_f0U1^naqAt<|xZ+uh%t9t3Ul+eZ&?jV$_)u4g?d=SZpH^ay@o$ybiveXEz&
z)`PlZW4m2Ap>;R<*5mYJtBpDDPsH(7-9AVm;Q-d0Mfz@&U+tA1*F0<A%Jt@yy3zy~
zZNd{l8JR%7i0L(oX8|S>w~XtEs8XP>E@B#3$pDcMSRQh2sIk~ES}mYHErMSM_p$H@
z`OU>gm{y_`-Y2Q?LwLCUfyxZUb%A}Le@yuHH~@)N-uY4Uu0gpQHb{zD*J*@B_@NoP
zV8=2bX}`n6`-zqNpw<&fPd+T^L!a*}*DZCo`ap5)Wh(X2=(rJmu7HTd>q@+F7!k(2
z(tpPA+Sy_;<obYVh!6L)x4jvsb9l5>E!VA8>R|U@Os<`-?P+w~5}JHzp?9h5b}8b8
z-Tm{go`rMmik}}Es733&{j@VSlWm(RWb|avK5Ww1Uu*V8@2k=zca*W7{(OAEBpF7o
za2;>ik(`R8r-FG)g2~DpI*nzf^h&sKD%Uak_a={E!NC*{YMf_lZpGnDfhK*zZc+IA
zkVWQE(s?s3dF>U4{o`_pqFxv-2UpJAZJZ5<OmqPn?>H`LuoJq4hya(`Nyh|CIJjfw
zUvSZQN1SU3uP>V+L*)SD5(<hW=y8i6jM(Ig2$s=;6G3G*;J>E!bV$n$Lnp{my4Jw*
znSoy9C@VF%KX^+krW6hZxSf4wRK#i|yS$7#7#jNQp&%|{f=th=uFiH;a+G9p8xxT8
zw;)Gp0ekuSp^i5Z`|0)iN5v=G*kO`d+ab|T2#41BS|1?Ewi*vx6jU9qgT-a=gSFXv
zW$fS$6SnvTF&;<p56!Jxt_3d}f&vxA!AvBXSNLu?q)ylt6Rl=GH2E*|7kR&sejvNI
zW+xGy@~VP<28Q5e5SxkGD{bFtLlvM1GvrH?<x}xJGnp8C*cMaTwrb0^CEQ=zCQ$I_
zjsHEzCZfyaaS#fM#*;9Mt}-#D@6TR9We@d@$_c!1V-;{ha1cpENY6QJVp4eFc1$rJ
zJ}0{G8}Ht}xiO&V@tIl{)A{fmJHSpb3dCd+(}UDuUM7-3iY^!I&~H5!{NG^JNBmh-
z%B;fbm-72en$D#3>$J0|0*|jwnj8lM($FI?FE_XTgPcmMMT|mBviT~rj|n&DW$o5I
zvw5cIna30(NgrUzOg#YjZ=6V~=%PffC*(&eZz5FZysEQ98`vnI@n#>;)P7>Ltgwc|
zUHcQ#ay)Ie2)3>%!@2s%p7pmQ3QXOyJ(h|Jnm!64?1LSZ9a#dS)IeSRxB=B2^Wmw?
zVYzX3j1V`O6APytx9qz5u73n}l0>v*5-+2`kcl;CY2|}$flpt*z3O~aKb|nW=lIfJ
z^p07^lKe{2=I)PbNgc}z?a<Kt>o+fZ+4(=JT^3+hCY`anCkU28(BYyCV9y!kp(`G{
z?sL2?1McPl_PI+khb*&|b2z_rdh4%^58fXN@9|0oZ1;YM2b}p@Ec^>ud7^B78V$P7
zQ$yoDn^cQ>`Fq5}Q=1xyqwHlWZAwmIAr2Cdh6V}vga8z|utk~_ttpCOWK`5R-J>Vn
zZ6Moo)zmqpW^XX;z(3Q>-^72GF|1)7y!p}{tLC?i+xK4Kroe@}qPi_w>s`XJ%Cwx7
zs;9oI^;lr6M@S^Wz(hC%e3s~owz?V`Jf3_8g>34c^jWVCkGJchXh?dW{%!Ew&)O`1
z8(n&*BcWi5%D(fZMZ&G`jKILt9~X>-hn<HZ;0p=LkcZt}L<x1zcR-h@b*kO<VyHhC
zFtOo<zJf1cBN2H%oI$`RoaK08=uZ~rnNNFV!2UG<7Q{~T>+av<b;GDvBu|=J*IYf@
zHx9i<7cZmg0L$d~&#X@k!V<*mc*(#~)vGW5Gp2tdYQWjj5(#FmW=^Dmh~u%*dwpP*
z`Zu~XL*JmXt8yB>wUjQmRQ7&<U9%w|da3p0(aW!?X%+op6;G8s-q>8~jb;|nZq4*?
z355d@rw7kxT<OnXUQ~-TLc%V+x}!f<diqFh(qlwkE6lWUbL>|R{It(Fvt2Ix>)=CO
z^f7x<w5_MMp#x6_cfqeu`sGgUlU+9g(EwyOUlSp;_HB$^Hr&p&;Kyj2>M4u{jE$j3
zMTC<vyZgYkg8KW{gZSb1>r1yYI1sNOF7Lo#Xqg@Zj%U=Wa(u!;a28G~hanUs%MXR*
zAq`&<(B&5R`X!PTAURS1W;_Vq_W**WFae@HRRfW=lSfOU$VJf>*(S6H&j-9xMhYd7
zp_2UDAqP+W@}z)~X#J1zyZF~0SrCjlMIg3<Gdf}1Te&4mE;wUs#1@yE!S+=3n^AU#
z(m-a@M`nDv?^I~oS=rQ@wdGTMA^s^pm7~zd)(*1v|7Qxqgs`oirJcQ)Q*BQApzoIE
ze_yhJQ0}tnE}#L7c-0qK-D1{@N9Fj~P{h^E?#FU`Z|3Et$s8>@JZaFNop9Sux8M~9
z9ukni4A=Op-8*6C!1^xs$NodBZ>hWn)5hPsHZos0^S&y3@a8Y95-{H=YgzWadmRX5
zU_dZ(blmjsoD$Jo<`-b;A*3r)E58grr~JL6!>r2s6-}tq0x{mO`GM&>Q7srA+Btem
z3IM{YXfC&;606DpKZQOrzl;y!8eCDiQ1?^V*+H65(UndL@{-ZmMxJO$kMim=fj^W4
zmE6d+HGm8t+`^^eN#hv%z~ySXYMhmjg?LWE`;#eg$;8^kki7<ubb6v3R$ZxLRX8+7
zWV_w$P#=CheJ!#MI$&H<^1w{>Bb7=y7jiXtE6Kk*_;K|U8`{21AmA*ZFD2Md;({xm
z?-NbY$A>{jEvKNW?dk>;K{PY7*_u00yz~)A(z_rdR*Gx*Is&~LwE6S)jA!-B$C6yy
zfuKj3RDX@DI#lK3#%(s4amJo1gJHHOM4f1Ak8pf*HID^H?1d0qNU1H+J!q{9OnMI^
z0!(}Nu)qKmHT;D*uvx|I)edlv$@gbfq`XOj(?qA-6_2cQ|3^jtcmoI>fb7=u!)oAA
zcW1e72Xhe?CPJ0EoNe~b-v8H8m{1TP{y%97^rDb8U-+5(%~Qhq#BX@@Z$<kJvG2Hv
zaBOhU|E8UM-#xjjQ>Ej?_~k-G>!8$G9QJ>J!X_h=jhT8njD)WapU^-yXReBM;kKIy
zWouB>>9YvM|28u5`>OM6gbozjP)qiTG{*8GS&N$H2wdisO4gPVf&iU5@AD~hisb+-
z66PlhmbBO2^#<V;zsJq#gAeWSF4)+rXO85FD1abbXp0-3v2SUIybw(FnQe3+;zvU~
ztv#T^MbzwDSpAX<`?ZeQxWjDvx)I`|Emm`uuX}m_)n@^ubf4Q2I(dJgaDOjkf2e)G
zi=^Rg-BO+A*Gj$b^AGxQ2-XpYv=u@MLYx%?hC(oOI2P%BURh;<XocP9idnLIn2+A4
z18mtDAr}z|Beicz@6&!HkZAq+;eN&$aTsaH7#DACIHo+C@Q7U1{By`mzn%|u{o8VV
zGd?!K>L6L!3uT9RLFeRAC4fMt?~(HOg;}ST6?KgZ*pvOLiG;t=R1lF`2ZKreF%#f6
zJvH}-m0e-uhJ%zr;$i%RaGHXjj}4JT1VLQltWlNfpPu%3;JvV(*a%I7hSFdKal&!1
zI*=2D5b@wVy)SWAGm>$I$N^S@V4qNEffbUgAf^clQdZ}>jKMo^2^#R$mzRRm9i=J>
z1Zz>pD7Gk+QQ~`GO+JF2cb5#|eYVS_#9omK90$DrpmQt+DN(VN$;oa~xV+C})KNma
z{ToU&c7msARK}p9d|v@Fl|EeE^fAR}vx{^{gLnEHo7l1LMm7iPgtOVy{O+gh$w73d
z8=2kGpn%}#^SN=a-x>!oHy8ZVWm1~js;RO$EHOKujSsN7+E|(m4hX!^Es8l*l}?ZI
z@{f>_nF(-ZREVj*70Ldv&o1iPf2kM_BZ)PBhg>|gYmiQk$?hzvEsi#lV-fT_gK1w=
zp8(?M)VA2b0#Xj7gq3))*TYs%vym750SSM#lBvIIDwDL<<x_g09FCoh-9u6#h~;q#
z%kz`}^eQ8ceD}avTkBzJ$)3NTIy7-nc9VqD4O17545BCP9;2iV5p3{_-NheOmB+O+
zd96pp^3BNR8-YAK3%$BTXqa~qmo2wCS2NBEon410gYv(TUTHQFvF^|WQKND84xS<w
z7R+zVPi~T-v48R*bsDy{P)DsBc9Mlx*YaU-06)mM;X`x7-Y<;VUuf5>5{dt+hu_1e
zR#_n6DaKM_kJwh>*Ojl|LPAK~NaXHe8tAe<IRr==-osj#of#V7tT(F54^b>9e1ZC}
zKSIvju&|YZ30x>)^7~WOA6{+T)X%K*WqV-DXkiP^robT$M(!V?mOsRu#>8HaJ+*(>
z)KQHdye^g=t!m=!{1?|l=ZxhNU$f!wHXSmzBfa#W4lil(Heg`&EV%vRHEz(tfgGSg
z4cv@%U*-I#Oi8=P`|UB^4oP0tcw)#;AV7`1vM5m?DjT!(^eoo%{3nZ-0SZC5?yzwK
zB)N7{j|2B^RC|aN)!jRph+vkffI5lb;>4uk==B%Y>&5FA06D4YZy<inJB6<~*!h6z
zrp4=!=VUL90dx9bpbZeJl$I}g6~O*pSs{p*9^X0-9ehc<VOhBiSeWV!75kMf2<DUv
zOBz!HS`Vj$QKjBK>fCN@R`A@V!ibC9k1a3%{JSVUZ@pTey9-Mmw<mvQzZLh{isW-4
zNg3<A&$mBQR%7k1=!$DiAMk3oT}M4pYbgCZ_i8pfk7}Uo8gQUbe0IGD*di?o6a6o9
z8;Ct>K?m|C|FbctfH|S3A~pk%XbPuBd7`X06{KZ++5u$6^R)!wS%GgI#uV*J+8yom
zlKTg)f)`kci^z8hMS(8Ku#q!Z!XEhR*k7@5lomA{0tzI7_k_ZsOi*lX__xI^!*);*
zQV_Jk4<+uYB7AlAG}NIrH)#uWY7WwdgCSr`9sY`#2hRss^n+MXP<H}>AZ=J63s)@9
zB}fNs^AKQMxc~V%^AxTSC`iS)tD#uAycN1$#5lKO4Tk;uL$=TCgb+RN=AtC%mr#(}
zhF_y(pK7<ImY09Py+A&_i58029hJaYNk|f4iImxUfbaM-P(tt?%Gm6pAM5B*k|mo_
z6QaDSQt~+KZMh+sQ3>tKyMd4=sej7IiJextc6;{~?;b>B9#g#x-Po1>D#b^F4NHm>
zqQ8U%YVAJcblR}1x6$3JCGxI_E?Bc1d|$%Lq^@fK+qC!tIAYlRRZ@<P3dAtjL=cWy
z%V0X-9BNZJ(zVHrGYFgb^5MbNLU(!**JI*KB7*$8{<J^_<sNLd2ejgUhWJ)QNP-iu
zdxqz=szH(Y<|k?Xf}xq=qa+Tx1{5c#>RTL5y!-XKg5*7CBspHN4Ck{yj2LV##N;K%
zJJ%lW2a5SBV$Iwa9(08MlYrR(*Y#9VJqh5q`tE+M{Tba+CnMu>ELWHxV$Z0+yo~OS
zQuBkC3X5A@n`AnSku8i7Q1{0aorM@ZR;cY^ZH@EKSpH#eAW~cfDa>Lc_TN{-r4}@@
zd^4anpqOZ7sja>~J@=kWy6%OgqZ~KORQ%CR+LChY?YFAuM?BYd0P6!!`jyU=E1Ri7
zPE1G!Wt*oYwO?%PohB>T#uI*Lm-8E0{9-K~C0r&*w=?DJpHOaUt7I&!*;7LJDlSAY
zwB8f%-Wf+#;j67cdXB*EX}`35XXdyw-mUaZk8~Gx?K)U?))WT`j|cz+AyClXZ*C&@
z|2#c4QG}0>C0xHUR6Q!E)J#z^hUIa_pW_yb;?_zumU6Oc`J`{nEp|w)F7e%tA6VTr
z_Y}~d&#z>g`P=)?{zt7)&D{+c-kZ4fo_x^=sBV<7e0y8he)PcirtUJ18VhU@L>(dd
zc7X!yvi@SXOTl`t!0oiaZBO#*^yWAb222|*gHo>X0ij&bKR9O@o&d$tmj;-n+sFfh
z(NqO$6wfe}T5vc?q1XP~Kt--kSpPmvE}leNcMhT{%H@&d`AX}We@MBa($rr<PQ;1%
zaEJyxfoqNwO}`fsae6GkMNv_qnNQG9Jksk^tiHDDtC#gxZB~Up!$l%@@gUL*@XO#}
zgs}E$Z|-PAz~eay%P;;-)%*E9Bf#y2#WnVI@zpP?wPX|MdU&hrg@5_@b(qw_^Y;VK
zGA_bZtQ+t-XI*Blv2i=K{(a+;JovcJUEHSr;E~R<chnQzhSG{Twpp5Ir!dwT)6NR)
zyZnlZ*ZO~F-fbWj9$EhQ6hQ0=-^9>s5W4wfQYKD1jAh0yj=R%m(8ByzUa>N#h`H=$
z6he!<qfAHKj5Z4bA0_Tz7ylBmVtpa|jqr`d+^35BME8(73pWzP_C;cxlJEAP=eq)Y
z>-+{*DRO-9rq74Tdth)os>?<C0xYv7CGTHu4-FaU;irN02s2aRe&|J#3Lv=@bFp9j
zU3|`$z@FfEg$0)lMS1PvfEi^#7AXX5OpV||17rm=B)kkv5DaF5UuYdNZDHvvu|`&h
zKki{-$lF9Fe7EW1B@ulo9sSP2(*)Ib6k?l74EE1+LbyWx^IUSk)<Sz&kw?RvydBD%
zI`Z~^(vBUv;K_<CR~Xc&?C=sq4Ii)kkMa%QS#dS?bc?}s0of(7rP<7n2<82}`kOBw
zCbmDE!G1hs>#hD&f4~3Tg2qfo%1W)DcllDSc3dZS`0oY+6VYO8@7-+-eSNWeY!f{G
zJ<`o-`OF5b&VOn6WB@*5z7hRwR*I6?fc0{y;V#S8YWk#ajsxu}^7!*s^Trk;lzbsC
zW4mPULPq_`y&B8Qf=IzjUsej3KPWXx+vw+cq==~Ydbt;8JQzYctX|3cX8w>h*4+t7
z7NqV<8?8^lyDd%6Cq!im-jVrXM13d2;A1{laFI&mOeZpiO+R38m#{7#YGO~ocFOTx
zZvJ7SrFX`kSiN;}W43RPGBxc^K0Z2X_!}}*pxM$J1jh?@*@dA}_tp`R;yz047$cgh
z(alsn3;HZB!C)1ezKampn+T3tIize7e7Zi)DW4%h{81RMg+*SS{?NF@PhPfc>x}C@
z;4>srEy)ol6!mA|=*pniYN|QY_dVAlI&$}#dyrVYtkI?6c=Y%OGSTl_1cL34AKY_D
zjs4gXJXW~QI3k%7o{91?S+VhVVpV9Yvs;y^tLT=ptN+GpF{vLC0GhO8g#^bG()@ht
zpU9OlEvgtOzftNr#5bHRDqEgf_Q1b}_QPlOZ}Qa#yhR}aWocHuq5=OGoA~>ryWWL2
zeKjx;C%(_y5F@?Tq&kIts}LiQMMk~&fg|r}&{0JwXAZoS$thEU#g9#XGXwN*H%_0O
z#~+{n8E{D6pC4mpZo_`##TqG%E)K?eTN4oSZKq*GJBdtD7>UmPGys}t?N5Z~*Q^~e
z?G3-<FL$IDO%RQZl8$c!R+r8Sa9$$cxk3Bx8X5DjPekQTMDf-<NM5+ZI(M18*ChW1
z`4U0j%b?_mt`<sHYyPu7dktdYoHYO^)c@^9Pa`6_Lo6}HUUYj^%GO-kTJj@&!wfzU
zrj+v=?>kx9w-aVwzeN-P)plv)`(_Ov4dZP=#Ghu*?I%~KrN{ZtvO^G0<vPa0uMXc+
zAGMz>`K|(8k?jY>zPkrwB$F4tPcBPJzYsq&JRk*lUGD`$947?)I>GGj26K)_@cnq)
z%=4|&<Xcz5<B`!$R*{o;@5jdf8a3`cahfZ+RnBsi$?{U94=`o?o+C}<VBjP2V8#C9
z2tl!X&ZfmFAv@GxK$AD-`30+9yV<OdUPD0zyS@wtTRZ@D4?ATSx=qg%Pc9{4Fs^<|
z$2v8+Qo0@|dae4~oT{YGd((8eiIUOEoba;lEm5C-3;<T2h$1038B6>P#)HqF>7BgB
z6jMFql}=V*qgDRRp{2I?^7FNTr2ajtgPTxyHRr*EVF>SqhIs?Xzw3#qY@m0-DGUn|
zoSlz`L*)!);n0XMQaQ1RxQ!rPC^SJv8%`x7W61F@IAQ3q?|O$V{Bi3U8JrXgV%hZ<
zxBM9{G(3nxzWlTX9$^PcBMB`F$J^Y-!bl*o4lPpfDw()hUw|Z1CdaWYnN&lRBm8Kb
zqiz9D$hOaI<@|0_`!{SS1oRwW+G)Zp^Vfe}IDHC4DAyB~l<O6vxT?6td@4S+)fPr~
zESPmTr>0()qwyXGPlc7fP^4!3jZgM-NX<4VaWs5kjuiI|mH#sAtb9_4<TI0@XY2-I
zA4_6_)$6SB*Yen$OWMcrDU{7c@meSG2BIjk>H53y76SaV^pjjmjJ2DA&>gerkB?2v
z>j=GjhE#-rZfHn^H+=dl@P@;h4w}geTU=}e?R4`!sF#LRY3L08ojDOwA$jE~W)RDv
z4-5TB|Mn-bRX)aqNY{2X{eqVm@-S*dZ+r9qynDIagwzZ|jU8xz^?#%CnJCMJ^!vux
zC<$Jz3(}hnknxi;Rnz0P8jNIj@^tqu)#}iA>`;ep*%xKae?;lLg<yQeZ{IGo>`A0|
z1tsuzWs0v7StT2Ax$!ekz4gHEOyPP`luZ#`xl_vyZwt-je63u@HcjtPOC?1XRBS)8
z{RvG?%NLu~`XIKVzXj4OntVp2uI8X^<u`Px7jZNd{_}U*sJUM4>{kt<=FC$V()BmC
z@cW5km!=FCJ^P}fIa(!2aax<e4`0<wJmi1ks(t&LSQPp@8=O_ce5jjA_uF0dr%yFW
zO}S7uwnC6tIOkpd<SnfzYhgFv#OoG@d)YqevTqejko$E~40cms*}Gr9twhdPfUAb7
zP?S7{#RY4Uw<XZ9Fm5p~Zmr_kQbty7DZgW<z*d6TL7BkSD~s;to=y65H2`_W`3VLp
zp2i4u3eT_Df9+gbLgzL7wy^(hbveiR)p6XI0$dX<hrDdJ#Xbs{Uc66z^5>h|DdX-$
z>+wePapKi-A>_X;9?3E=8NX7P+oB{5Xx%k@lJ0e<#Cb@57Tl>uI5j}pI-bpVDwo!g
zj+$POCSiS73I;Kpii6Dk!jxmIa;f9}pG#~`m#!v0Ywyhkop<AG_jbo;=fiTa5u!Km
zx3OE^S9`YG9{H^-odG=z`o39!V+K!JLbVIFe!0=zLm)4;&3xEDbwfCRE8Mw#yxe0Z
zaN4{4^UtF6wDp~Q?wyt6KJn7F+ftwI9>(H_jK_?WM<2k&ex7QTDX)A!^8MqcB^k!@
z+a_Ko|3F2Uwy_hS4k6JvgVIgh#QymaW7{S`jBo$bg}%$HoNf6iu}ty%0mq19!~Vtl
zir17ydQEd?hPyPcl~Z0$`Sf)n$~t@~J$Q@vJ2&l~DJurMFDCHrW(EA&HaMBWxS5dn
zcO@@BMC1K&Kv6tJA>B7|SV|N3U~rHu+dFbN_)#8`2sm7)A?T5(2vv8U7UZVkE7THL
zr+$QmWAPUW>G|yjG<GRKA*G~`Af;S!uR>jT6t(3cY^M8k!4}LQ(rydbM^dOS7kQT)
z{sal+6qJr9E8OIB`Y({7irO5O0!8QB8B?;=Ib^b*V$5kKsJcAhr*dOszf&t~0;wsk
z^SH!{36(j0Pm(;SpVStxveOWjw?F&RorjW=rALHJW}2=(ZBy_YQd>4pv&F6ByRM1+
zFlzgSrWi=9pX6^6Ix){Sz1vq?6-o;lPiu>H5WK$4iVNsEhO39QJx8XD+k5ElH#=+4
zvmT>_0d+@m?uYp`8{+3{i7Y~c!cV<dDWk=x-!C5HZ-kdheKuMk+-4pM94Ee$l)AW|
z#^Dm(RLA$f4SC}_D4p?<%s}i8iy8jFcc)LBQFynlgWt3=6d5WHUW^z^7@*WzUWn1B
z*mNx)b~ka?G?imZ(Pp>{dbasWHP(hK`^2x{61#Q##={{q;#z)&k5+>kFb*3f5<H0z
z%?hm_;io5EHn;!zPvl0mIoS>Ef?ORNROtjJgdA2oZao=+!kC@J`A<4;mgS@1IMN^_
zGh+?>hR^K=9v+Yv&@Y7}@}EwwsXkqxGsrHXDOH#NDRIJJXF)7*LqoW=L+u=8=S;s9
z3GwGE`~g}4;wEGpHiV>N9#1VSoXt9qE`~H18rUZb<3JOu19-S&FN@?H;#c0Pv@EJ4
zgjQ0!1}<XTiSR4T!-R4=o9x|!tK{etyNq?xq|B%BUf4WO5--khnbFJ9{woCbN4?<8
z{az}hWp~oxIXoa`Vcf;#Qj2=e^eGbQ#*jNbqg<+637M?;zhDD6mQJ=d{FNm`Z~Rrx
z_yl>Xg0|d6`GX4`(Jcrhd=Ffp=8mNeEL$Nj=E@#fXKw}(M*LR&2;j{ZqKCRll{!jQ
zx`U2WoKD|0R`t_c=F|PVvb~4W-P-u?-7O}=Fdoul0C^h`Tyy@;>hFu4rPi+=oq(ib
z?&vqPgehzI<zj!J3k_O0Yiqbrh?YfOb~s@lVf*xoot8ZLlj?TrxI6Lmc*Apr_5T4+
zB5Z{f(W)ec1q~%6p+a``O;!P(R=@v799hoJH)u#8S2kEyUY?tjA3IENVr@cqsuRNt
z1Q;C>LaZ3B>%Gv)n;Y?xxg_ronf?t)qVoxd!t-I-*eB$ty{(t4o)N%K)qMo$_ic8L
z0SX}Lyj?us-mSTRgFhMoZ5oN*2*S9cq?Xh0wy}c|$HTn;Je)Riny(vocUDTq+x2sA
zb>Hu3EY;IDlvCHMSl8nZ&boxpPU6iZ`p$GSs@}gTw$9OcQJ#`^zD`|7;hSlv@q85D
z&f-fZqId^a=tBV4XH{)|KMeM55#2bIhoS~L;Pka<?Z*@grAPe?8nv`TQ><^SzmT@F
zw@{V+Uo67Ee4_0m#Pe)N%Hk)S^Gi%9;q|vKLIumMIwuJ@X|LEIX)(zv(Gd@?Y|Y>p
zY!niX!>j{*F^tf!3?xDwrz!q`vEb0n+pZ4@irNJez@5tW`~R%k+9g_e8;wL#EPk>N
zA>Gnid~lKw6i}hC=7JXpg<FPhF^5&dK~YF&Xd@AzXdfS8nZtfz6_Mdc0KF8GB;dbG
z>qp&3E;Jrbof?nyc<H+UuMBb>uWqOdhGUbMeANw$2rvic7PJiBDR#d!+zscF*x6Le
zDsOcyp_^Q>6K>CM=ZL$bw6};#2v({rB66>bJBxa*J}2f%KE!JA=@l)GKT}WF1pSl8
zY<qq7`1dGuNyQ6d_|Y<t?y05SudBBNcR_c*at)c!W!|R4`4WkOlxqbrzeSJHLVg@H
zzF#uB&sC(pT|C3E;_B~(3Yx}(uqS4Owbj#JGc*%hZ{29d%sxKwbAms8V)F)wq7cg|
zcWf<D)7v#0!!m;EYEBgfl=o#v6ZIM@kkU<Jj$&6FYR68!e)w8_RHu1O(Jft+rQ&he
zL&~FI+8nC-p+ONKHi{oLVespdo03G4Kd-yp*8sZY8>u5rfgj8JaPOgaSW0%2N<}|j
zv5;isU^zE7pz)$2wA=!NBf?OCa^zt<6oK=x9t9nhSI6D&l@8tM1}?uUom7Vzes@ps
ztG~p5GnD%O(4%1Uq~?{1U>j`OT`sfy$!u>L9k_cwpEL(yWUbI&l{&*-PWrEs=5<oy
zJt<*x+=z(2^<&tZ#4ejp-#L@>uO(T-`8<V%<H+6>d3%OyP!AC~#Gi^eDl0yQDZM1V
z5uc|U3o7W!?j^lPI&LZms|4RlUh^R^@Pm8iF6plB48<3yGR?FdQmA}0kCG{hq6?=F
z>W;NRMh*X%p?bwo>=`uGDNkEt%GhAc*!nWJT1?v3*J9+6)zVA10W7OaQb0UDb?`qU
zZY~zVf)rG5?haI#8Qc56{@Olh?3vrXadoLkhGX@e91xGyK|u=_QSH0>zI+q*mv{3y
z*l$JU-iqU`xstRWG2pWNZ(P~9TImIDv7}|85VWBvcp-$Ztq>#&;v@>~qVJ8Yk_~l^
z&`Ua>R=X$tZ5Gqo9T|wo<5=B@Z<9lO*jvXtp146#T(6_LqThpnnw8ayR6uvKpFfxz
zoBzTH{AO|KGO6J&j{SGHxf1Iyu`?GTP=EA$i~bXW?<bt=;l8BT)#zi4B}jVtqX{6M
zN^kG1W@foXOC7v<KM)Vc@Z)4lXU_~E^aq*rlumS&j&<-FAH1jk$RvR7H=WHWUz!%Q
zPkIwKPheG#QPxLH)W6jKT*1ALusJ2n>gxn@EJj25zIcp!Vv#of%<Xuv8-hTR4rly_
z7>DY$w9f1EIuw2{hs;})2h@2#Ba3?)?o_LDRZQ&kn`nJmV|de+e2GnQ>lCvElHX9u
z$2Jx{wULGc@o`uLvR%@EODMtOWDBuw|NLBrr@|8maTbo0FWZp&i1Q^sjfgIB+A)Hh
zR7M5_m(BAlM@8U%@A9Gr03RAUsfL6Dc{*?<8PV0eXAm5j8aU0*U?5|J5GzuqQ4lDE
z3fIZih3q#-$~wV7Og%G>tr33C%iIY^dJiGeDH9g}zDlqmFbQ?8;uRd`!Q0pQpVf4`
zTF4LE#r0)^`9sJ5MGDav>iUIpNbu-!Xm$m=J{s&)f9Nu=S;qO6)Zl548JkI6NP&eL
z9gpH~AT1~Fuv}FR0#mK!zC5Q)zq}E_zwhdTP26D21)>7D_QJUEX(Ihza>{2b6ghdb
zFVgs#%B#}}y7pKH*9>O<I3GT3@WK|$$nV#v+GdxtDHu-u`gdgH<ZK(_Oy2`8QNS&7
zP<l>CvBu&m`rTA=M*SxGi@KQHTWWiqXLM3?d3}^QRcD#F<poCs6o|}NSJ44g>rD!t
zeS^QFOLFm_k!I95ku&*>JeBf8lV9btXkNC8m3zch85+)SL~OD4dsecnBSZyPsDCT>
zG(IY8_;Cb@+O*<O&Es;G2NKJif2XOO!5Zj3_M{4X$Ulw#%UPmX&>Qqm?0+~D04#D%
zB?PuKze}pTLvMyqXU;NOMzY$ks7M^~8gTDX&Llsm<t1(HXiTw9Bpu}Cmw5gl4>-=^
zPASgv*ij{sLX=AiY%tudq1@()Ai4TAm%rUiY42b|A$~tCnt)K2?}Q>$eguD1+>dD0
zm-#~oLyEC#if#|?3D{A?eYkOV119|{bFS*l=+wNmX=6G^UpLS6G6)Cxn!}g(;U1&K
zUwGde=ss1>znzl*BvRd`;ag;ck=q=J9wtlEF++O?)6~bRK;s@TsQxtp-+@%<sM+K!
zhwF7~zvri4)DCYKBXCAL6JuFxwFp#MZy&k02r3TM_sl=P)3ud*oU|BFk!&M^w|5x%
z)<X9cCgRP#tAflSF>cU=+p9)X310#Y;+_aAI#$iySH|GLQc=~tS%z8L>MI4|=)Pa?
ze#jawbPzIq+2Zgs?g=*A)_YQg#e5$0e@KQ|{!c0SgizqL2#A*2pW=CO{i!m6Fd|ab
zwt__lsaQ2R@O7LN8Y<wCCgxZr;8w=JYvX@cj_J8*W*6D1Y<<vqNM+UUxKr`;%PdgV
zJ8yjT)VCLL7#nYx#k2*aI)Klz8!m9{=hfz%*nG#oU#=P)zOP!sd+GLJ)tRK@Hv?GK
z3=Svl6?2~y`_tjOhkXS|T7Y@X90vSlhVQnUGhPrAGxE`ZOCpGblmpQYXH)hkDwBzj
z9Frk&{(T>Y?}g(_{VxwhgBvJ7;=j)5CykVsYTIRM+B@#tI}Dfy>d#$ns&_R24Qq7i
zx}xEN68MR<3wD{hdpJ72K;M1QOFs8c+T`F4V!`)g78bONXVs5AaDGFm28>YunPYhG
zh`s!W_$=4)-XD(xUuhg^^;V{CSn@MK&MMoAFSCM`6<z{zRvETQN(Zs32&B_+2d`7>
z=s%VF38&qF=vRK@@9`6V{51}MgSMoIfC&tmIt}+ep<a&CFP+vpjAN`*9wulltv22A
zR@o|e5xdEUnCh#<C`=dQ@Rtqa0skz~7|`^9WtQ7LlANKkHTl8WPYZDmSGC~)ThpHT
zE>p?JVMJ*%IbpUUYNPbEqq2@~zd>v_9%xwC>ccZd<?DFmGJXA_39t_8hy<1Ks{}DB
zFh30HZw}mPhhl}I!$DvfXH|-?@&Q=PARrKpq%Q^;hn%36Cj)l%zH|^quK)4p)LBO>
ziWsKB-yS(qNG$N=+t!#eUFhWju_&rvMpkf0AvZQXoJrBC5oa5u&#H&@Bjj1?3*oOo
zs~6}i@)Lpv9VCp%mfoghqq+un!}u=>P{9oUENPQeWV|p$65TjiCZrwwc{Gqv+>m=}
z1JTHFT(SPr%5?W1$MXD@DuwHhO@EsAYfx%-(T=dc(ZX585Xs!}!+L+IRS`Z4iRuS>
z9ew%4g7P2jFVg>c5^`SpcHB_^fr*ye*c8;j_Q~z>I)2G4Ii**H8Pr(03swHyV5xYB
z9oHk`NVQM8n)p?A7!F|fxK7}qV6*h5IS-Q1wBDUitT%i3UCYWf@+lulE`9+m!c+a>
zBgnp{RU53AQ^JFoUi&cCZv!3=R6buFDAyY%RJUUDGG-~xzM#jT#MBLs>SQ?)OW5~e
zJA-l*eQqX?X92$oL$q><)xCsBW|wVCG~XXlP3+ddi_Q*tq$`<R(wiFb<8XB&r%z{D
zXTfwl?FP3RW>IA1vB3y3LW&R0SqoXeW>vg5KU2_|3asM^4wOl9{P3}r`(#AtcTApJ
zU~BY3x#t8%>(hzr#9dzFEZx!Wl8I3rdEip$wzz?kWJox|n754AU(@2R4ews1i=V3C
zZI1jZ*x2RoqRssj`qx-p%n_Zo2RFOm4<n!9G_BEkBUpOPLG;MGfd0E7-GivCDs$@(
zmx*-e_b3)4!H&v&UOQ|~K8=9cE2_Eo)$xNwU$tOSgz!i0{%PGlLGDytr6I?x(Gkwt
ze)<ZKt~HUsFe3N&r${qT^!P|&yd;U*8#tQ|?VOH|rm6N9=T6(dE*v2s!5RaO7@V<O
zR6GB-aE>cn9>gEMl?wLWSix9_nXV?1_WsTo+VwA7l@S=V=b3sWlQfehFOr^iRM;X(
z|MakzbHC4N`<mJ2l2cns90tF5d}+X>F)FOf5J;;S^{~C;w2#9p$W;Dzu~aO7lTN*o
zDBwlxO^yEFw<T0PzDCRVUszWhtY65gbhPQe-in~1m(h6j|FLw|aZSG8|EC$b(I7P%
zL`smBjYdFHNu`likj?=EMoUX0s2~E05~6f>NJ)1n5+j5GWBc9j&-ce){ILgdZ`V2J
zdY#vK9?R@LA}Qmh@C{hDEI(h~O@(4Y<IBi-f}V^X77B*<@<H?A;^%YO@H93#W7AHs
z>r)7^dI+h+ZP%ye0tAFG5c~542xzG&>FGncMz=U?L@kv&!G09qf84@S=<jgA_KHQm
z2b2;mP|TkHpEaVg=BkNB=d-s|AP*U>PH&;xy_LGbaVFa~P%UwD?a#CQHRFbJPjXvE
zbHCO}hTBHWb}kh<e!r~nkA&Z8lR_+yk^<kfk3OM*#IIU-AUtY9J66zXv5<He9jGUB
zCx9|4Xk|gu^@8fW7|^^W=C5tPfLr#cTMs!%h(II>@jifHwx+qe7CNR1R}BM63AU&M
zgRde@NT{lm%3Db6nj8s$xgZj_m~%;%%+iY4LX>)|p>rZxF@zJeD-)Vp<SYMZTmEtd
z^)KU7n~%K6<D35z#GW4kQ8ct)@4S)apl00Kx>yrU9Md|7;n!%Z{RMkg6W(KWs_i?&
zJ(3NIkj%Mh^j^LnEAacAr~S7%u=`h{g%5^j0UQSm;j<5aU)o>&TbMpw$dX=om$?w*
zxYwk<mwU7KVR<k9V6Q{){cE!JCIb=iNB=bd0b7AOnrbxn4O5@{rSUC_h*G!Zd^6+6
zi3sm|y@DiMY6GaP(M@jb!!--z-Oyg2MWg*t8AM}>V8*Vk`&8mp>9I`c3lQ00C-_X-
z<d}s8>d!j)Q>%9=eH7EwxJL5YL3mbPX_GR|!`yb1lA;Vu`q#>4C(~s<F>*%I?rH6N
zZu84wti-JH$AinFw8!uYrn{z~>Vap!z6^q71Jr~<6mp9J43g_2!yGYgQk@y}G6p2a
z^j|`bI<)*PPYSq?I^>9=xnG)b0jw&L|3+iK5ztA!EY_FN(kcZ-@aV@O0GN`Ozf!=f
zzh@!Oxznh605iiBi~4i!HC_(Nlt>T@|Hs(KfDgHl$!OzwjTrTLV512+R8&KAilhWA
zZWP7KeKG;rJ11PAT0=!Arb~cMfDvOLFGSnIU(hF<piH96;$H`>92uuWLZ9GX=L-yu
z4_$sPEUe#2=Yh)Rlp_U6QfSyFaeO>|897&oFF&_L3qvl~elf>UH~fuWov7uFv)wY#
zLKFW;oN*$8k|ZyI-V!ywtB-wby&xH-XL$;-&a!$ZcBwg&RT*clBl{h}cmMa|DNf4)
zAStGU<MaW7*mL@;+e8)SZA>CU?$7!AIN4C+B$;S%4@Uc;jYQNJfOJsAK&Ym}T}&=Y
z^))|jmha({MvI)<W{*)^Pr`ja2pFW6nt&vWqtSczfHF@LOWe&9!`)ft`kF$XoLPh7
zFwJn`@(%SW)fEf9FkCk+RS?cdtNq}kQ{46IVg1C+UE$_WQA%H-m-N{J#;@abNy}9V
zR9}jFfpzy{Q=nwC@88C4aAPlHsV}pPx$_x3oIfe(i;KyL<C{JVrWwT1l4mHSd5S(;
zz_z%f!9?6)Ofka`eyTVH=;_$5j}ff0(#huJ&15}dY_PNMjY`lu27g%>`~8q?y=}u=
zaPXzYuwb>DOt};EM(4-fHga{rPt(rtDnLtCStL6BEKJN~4u9h`;+g63cRrInbpRV;
zkwG7d+O{q(3nzWp@RV1t|Iyj@P#_n+X<<n!;m@M<#fBv6GIe&~uCDPfGsGUs)iVUP
z462B6tBUPaU-7?_qM0rGc;)$Gy>>|cDoEDN%G1XdL({Uu;K@OEa7)rM=kbG2YKx8k
zD^H(>+Mc$qoz`wAkX^qPhBLdh3gUR&EBgXmf#{c6&#JBHgs2Yx>q7#Ir{#`cB=1qf
z#H^7ga~ihYGP@J+_eR+4H4y~F^44za_EXY5BBC<8WDQWvLmr4Jgh-Xxo?6^kTl`mF
z^;n9nZEn+iZcB}%zj;I-ZmGKaYH9NdD}B{P1&XqG>1+RId}O=5)@;SOrftzGw4~wi
zV)hDEO#?Os#eAoMLJX~yioXP?47*;O&K9%mw@NHr+ctt*HmF;5fqNcRv^q3y#XnB`
z$M2Vf91`#~3JujrCD2))_nE2TJ4XT(rdkI?uS1wj$m{C#wmZ@nx;@;^T`ENB2Oz3Z
zfobRMG+T#=;bqj;emH~MI6DBgO#`2gnI9B=o>Q{XLU*6D9C(c{f+B*f0Jp<mu7+7<
z&l()E;pAc`aW!xFP&#MD@y_?=TFfs}0@$4vh7NEn>9^h88;<+15$qS0O)V0bz7lE;
zHCO?_$z|8$6`$*H)|qpDH|1RVc&?64x~J>^-NdRah>9^V)nWWmP31?02htX3DzX2@
z`t!|Z>c5uf$jnSJcEIEz?4(P`dV2iCbh**9q<X1PzHU=G-~6I%oqq9shDS2r*{gjg
zlQ4-11;=0fwHh*AX(qujnaUrg5FUo!T|bKFKK#xoLWCq+-SR7UdQK{qSaX{FQhNCj
zl_hDzcYe!TSbBxGzn%Dq8s!0w&{~CfmjBjkcz&tqd}m?_97{a!bv`}}A&OcfSN}y5
z9ZWDsTw3@b4a|s-1RSu1@Is+TJc+J2NiUjW9TFTbZY)F71G9h&u5sUPeC)q}2*Q>A
z3P`)tETnrTak7XUAa72TC)ZsYSLKg)w`Zn`p^j9{<s#sUyrWj0FhEY61}6Q`QZx=Y
z5ewo5$Y~<EgPDZAuh*0iZ!qK>kzvzoK_m)W&%URvJ!Me(Wy>drBoy`GQ=a?t`#e~!
zxNMBecozVTo+^LZ66~ilgVN$5H>vt<>dLTpo=jic>sv~hG;Xi4TsRfzxf?VNM~<sl
zyQ)Pfzw`QS2Jdb;x%OZcNHfkVyAfTsZ??uF?;H{l0YEomEOP$~4=quC8cGoXxC=I@
z^)Bb~n<CN2T%1_-5oOj%odfF<+PVy9)eIxbKd&oU<8BF5sDwIiaD&3)gDiP4<Z;vg
zrtTC|ofd1fwed4sVO_G(EG0yCyzrhkc6BpFT+d8?`Qc@|tH$bnDU&<-%FK<8)?dzd
z!eo*W=+^&faiW)3ab8a5x4rQFwoU03-haUtHy{cnYQUKFm{F?A{72k&Gf9GLSjqV4
z!wX>wReU2Uz9Tu)zP`MTw<=%ocH0QQP;}9*D_5I+hOlRf)Vo;TeBrIZ)1z$b-5~#>
z@<;3*db^eKw6#9diTCH~c?SC**+Kdqm!G~ER+zBEJ0PO)<nI=6-0ovz^`E812y@Ar
z>5st#X~6pej2z{DbRfd15@L}XKy7qH<WM_&Yu@>l@zQak+yfCq(~r{GE8mAYc>Q}!
z!p{<yn(oC?uqQt#pfU~EsyG@P<(S;%nAt6w-YppwYe}=k@@@Vo$sK;)V1}Kv`X}n~
z@BVE5b&Wrmm&9SS8*pCcS>rsPhjuN|3ddKBa2i@Fl{5z2cRYv~TR3fL1w$bc^W-)G
z6LcgLD5<mmM17#AsC1T^B+k-tOazCjplRtCNz|Y!=c!@z6F&`=69(GT#E9H5AU?~U
zNuCac$j=mcg-B}b8t?x4!*}62hbwZz3ZXXI3pe?#qRC-%xR%xfg-}sqm^^!lx2*DE
zHG&$rp)R0m?tv|<xa!SR?8MqvpM-o4US96Yuw_q*cx>V40-$dxfk!#sDuA+=cs^ZW
zJ5f>etDGL){f=Rw$8is%zBhNX_j`G7fOBsRAm+4A)>&2FG1X0Ce9^WsA~?nkgoaj0
ztMOM8zQjLPs-&^%Uyul$uMc>4{B8qCa=cc+d2L#L);W*+iIliBEPg{kSHc~Vp)}%<
zTm}Wj5qfIs4pJ(I@lzTC-rjjHf{+g^Yuq2mBTh8qj%cHIcuLZY#=$%wKz4@+En=5Y
zYuuDS%m}c=QGfs+4S|yap?#1DO#lZ$@R7%S8V-<nNnEK08cYx+ylB?@rRvkv=J!@E
ztxh=6D`4?)_gBJ2_`qJA4x7%_WMlKXEk8N^W2%<>kX72PZ>|>c!E0Mg`k(EL)ar@t
zxQOm@&_+ZK5yuc)lhh#lC^4u)$T@(dZNrm4A<dj}SNzSZ-dq>w+^uXe^+5D9+V0i2
zPsi!BI37#;I7?maz%#jO^?3U7G<tks(<RUw5Ee!JHYG$fEpuTm(hmQlF{VgQOiw*#
zJ}*Ne)=u99xe7}+0v!9*VqL|%O|xT342z;vCVOerg_#qc|NrQUCSEaR<+Q+KHva&0
zh&S;Z8L>>(`o<n&`4xYZ5^h3CeIyKC-Lq<CRgoL*Hpu%$P2MF~<vQTJfCUCqZ*{@q
zEB1gn+JjkhrxmveygKN#g9X~PB~Ww~Ymj9pqY6;<*OY>4&*`)|^fI&M@6`J^_v}u*
zp>W`g_UmHd#`?4uUNM*uzo$ekh#shym%K@zC8eoucZf<%l|=dS<+NhU2UfPeRmj<H
zXzkvOC3Y+0ePHnP^&baj>9!_<X>8ShXWK4M)U>Wqru+Q|-xjk!$yto+FV<~6IeL#K
zuAcG@G8LKHA*JdYa%K4!<*M)Mo;2jwbmDq(KV*-=Ke8*{S+3D`1>)dpjsTGbx$z$^
z?<w51I73wQ^0p5lp|K>Oug8nC1G)ck3x%#*qDj%Gvk|ka-6~|#KjYyOM{}mW&%kOw
zVf~f-l16DcN89J;JmH5@;VYF((RHz!a;$pK?|#0nY}l9e=;fRpvbC-{YM8~+w!-1i
z<cF^$K|Qnmqh7BH7E2@pm4U|m(89m^hHFcYao_Vcmi-$E#cM*M<3!)Jd%GQf$D-s4
ziC_F6Ul9~%SrOw30(h~h(3K0|koN$3I$s0mgabG6k0OeOTmFF`nmE3J&amec(2AbK
z+;54hzwl>q9ru9KP8^ySJ%t0g|NA)VK;q3Jss@nR`&NjGxr^&XF!tS!w1luZ53aA~
zFjr!Xeecce*HtUMBPqaHjS+YJS=85M8@&t61~Bd{=a-xU{daGicdN=xi^@T@%67dh
zTPJuLC<6jYWJ6xdzAR8|dT?M}abEpMR4;o{ZKf!xQ=;1K<6yL{H&(s<)5UKqP18<1
z(4sQh1p^<WC^4Ei-JZfvQHYN5m_@av<O`t&qv%EUb>wjTpZGVV2?T@C(c)v@lqWCA
z@kS^%WSsB?9^$Vn@*@(IE724QH2`WeAw@bOIS>IEkkHkjX{<OxBZvY&Srniuq00z(
z_=OXMLCl=p!a?Ox;?O$`@tfS$ACvx@mm{Mmg!v(DLBm3I?)hB;EC1_4dNw;)Lbl2V
z;+q2BeBwgC?rV%hGwY;A0RaJ>gdoHbO0tt+jbH#twq3`<8J*5MAM<O=xmG13pPOqx
zBLZr;zFP=nPDv{PvH)@R4T3~w0g3}i>sIESh?H2K50vnwOLccF)j;z2m2~J*F~6vC
z_!y}Y&taIDIyUK+%bQA64K*I#WrJ}GAkw2XEcG^%+LI7|!oA9-rk<c!-f~AB>6Vcu
z!0@##o=}VCHa%X=-7W^7{3R`=L?iRn6dT9=K0I=Occ&E=$!Rjeb5pz=*h7+#d@K<?
zgm!mnLi()IKNHWB_8MRo8mANNPr8}O7AvnX(RP+W(7(1Adp8;Xf&YGJ?8+`OK1Je>
z3F~rG?#Y9`P$~q)D}If?adjDfWyo!-%w4@Vyo#TjLV%k@9T0ZI_&_6?YWms_h6g1h
zEioTraupvr_gWNBzbC*o4&aHCf>qn=AZ?9l92@In#O4EDl0u()(z_P)_7Rg#mB1xJ
z{HP&Ue6u;s-X7E|lNF;X#LGC(mCV9#Lla^)1F)?1qh-EtY)<b=pK}KIeSL|1ubYz%
z`lp}m{B&y2Gzp-ntt0-Xi_y)`(mvtNthp^*2riiw2zxxCb$|ZHf(fl%QItC{k~IKd
zSxmM0oyE2TNA7M)M)UH;GBGJN@#a~>+PV(*vJC&P9C#WE1nOs$Jd*lN8YVO)k^#!}
zYusrB_>LC1>!-5U(_y4MkYIY!ZVsq8R7><w{=K}hh~eWOKS^U0YvJ7A`Q<_^?U!yl
zVi&sJrCf?EzMKl&ea1EMjC*#MV|Y~Qv4!`Fh2PunThBcHj8{7Y*Mudv8f;3#)wdoh
z5;zoR_dINF4*TKzw&Bif|40o&_8aW^VNln?C4UrL+3_fRY~{M8?!Qt%;o8>cynSyU
zF*=X`(Tt~gfwzWumNfxJgCpinmY&WF5Ma;c0crvv23`Rudj^#s<oA8l<V0wyJ`2w*
z*;`_kB1r4zK4MW71^yfwYD4-`1hB|mh!TW)2ej_*lY|Ve9GA7;ka{eh&d$1sC5Fvm
z83|#^&tG7qf&Cb>u)XTgxzaV%WAGe+h)!K2|NFzX02I*#a1Z;UZCOdMb|b9<u<P<A
zeQzAR18i#e*VMo@Gu4gZ)rU>6`{uca<GJhG09U?m?!@dfZTH+SC>y?Nh>065D}21)
z4UQ;f>HB?Y91>wP{?8cLNYW`mfQOQ`uN_Nt*n@(8p=_DoUrinfzGwU4Rj*FssN`TE
z-JH+eJkia9WB-@j|H=*Xa!_u#jvr%Hz%>hMNUUGB?MV+#DM(NMK61e>C^*0u{inBD
z&|Qi2!g8=>B$vLarZ+^)?y1$NL@3L3byAV<mzkEqEaMc5Us>;`fjoyNux4Pz^Ma!2
zatWXQCgp{mJm$R2NTpGaMhyJDl?M8c#45l>#Iwd71|{K_l+oe=cM1{&!FeE>L{Y-?
zz?A4Q5n(Dc5||oaBd6y?;_|gf)t=>cakjjghhPb|(>^dSeIX{5m8>VeKoiKLqG?vR
zKqS%l48XAkR9F*uVjr*cpLlhkd#+<F8R6KY#9C`2tGc6#N%+UEY*4(n#!VFGv=z`j
z|KZ$q|J(X&n;deatQH}7l2hf&NrF5RHcgt~R;R-w9t+@pxg{;{X0l`Ll5lEXsL9yJ
z9v^=XkNMii<~lhq+<w%}<=O@NThaUV8`^Xr&YM;W_g6<jEGM}90sVYZBjFlh`~jl|
z@$o!s0l?ykdin=gKfp}7a;;fN+zsm(VUN>-Xsh2+Rh6tIae{I_y#1iLl6FLWLdN8B
z7!(zsxm!gw2N9M2B1f!x(wqVAut0$waC1a|9_ENO0Nay3Pqbr<C{>|$Tl8gBOl=%!
zmU|grWA*S7w#ON*mTmMD&rte-@X#k7Ct>p}rbU$0F0?vT1nXas2xvKIPe3<}T<}LI
zJoOw9&kvX&N&we|cL*|L2T*2#ROPv=`uwLi^V%c5j6lm#F6!zhD?S4Z_P7%laXKvg
zvQO|%TL@(gVIr>pX8eSt%J)&4&OLw=<QaZzZ)xHytr9Jssh;hKv+}KnZiE{5`y7sN
z^Ih6?xTMTL;O{(%!HBGO0a1YgGp4B@HQRL`D8uYMe9CB|V`kbormc1Yb@kQ=l#1h5
zOaI-g;5YX(i1L{}#zTE}5}Q415yo7fq_D&sCc837doJM<LWBq=YM*4|88o90ga+%d
zlB)YZS~l$@)%Y~2*$QV3f67R-o^0H5tm~Fxl2?8<VsgE^hotg-o5R?5M<UreucTHS
z=4SeQ?|dow{z5fR`1$(M(q`;sMM^Boh$if74z|ZCq^e;*z@zu+>`=1^N!OE$$nQ8+
z$4%~(hmp}iJxeFTWza@GN+9yYH2f6_y_h;Lb}4EdSGcx;GxoH-E(-tLbZz5*(W>=C
zyv1^f91{O6i5y^|u4pO(R0iFnU=%$logSV$N_s1VWk7-8%z*bm`vX$!XWO^J))x>M
z_;XXUEiK3n+-w7Q2<lEX$<x3}HnrbiFT6r&)4;Pi6*Z%VmTTwsQw--?1Tf`ipYizl
zP%vIN_1%jwq4E7sFLOXdB=LoG8AcjgcHYXnh2djlNGUQ$_FbjLzzgNTqs$fbH4O21
z#{NfW*VrfC+N)`oX=$aYsi*&a-4yNFemsToVC)aC_eKIA6TtMtpXRkZ&4Z)WgZD#X
z)==YJ>LoGcFj{aJ$r{RgwFG(pC<uZj<b@@-f!4?a7wZmZD~iMn6$-cm<37XD<bgNA
zfxqjg5M6(YzBCK&r@jqXRBaace%Y(Ige5u#FGKKAXmCwDqLv3o4CQ9kr1i{*9zY4=
zq7=4!JT>n$yJng>6D>l<cm#Yevk42H`?A}lx;|5D7-7;gvF+!#HtrRxt(T>J>G(iR
zYcPNwDNz&C7ktvcO<8HrJLv~*68ffHt<Y|f&HiY%mw~roXtMA5+>d8Z9v_1vqtl*K
zIx$AXcZxke-gB~Fi_6ul9XgVS5Jjs(!+w!&L_sy=<KZbp>!G#jG4EK3Is^LQBt$4U
zloEJ>D+~1;2x%+?<&~7th>xj7y?M&_V=Ur5h~8_vwjueL<74z~V~`Q~gKfz)ehCL6
z2ptFZ4H-hX1+U3~PvcYDGxR~-qi%0{<#Oa5^~wo<o9U6&Skk_>g{R{^4g;PxN-yEe
zz;_a*tOO!QzcHl@9~k8cn}m%i*k>$prsayade9yVN}44fx@wsxTfSBvc+@ws#`|N{
zSqY|jvK_F*#K4ff#@>La1m&+h#%I#$jctus3_0)&nXl}hKDIuZO8TN9952Ak<M}-E
z{V_p*gvl|Or03!0_wN%T-v9NRrCj{dh`W`YZiX(b=%w;W01#MAkpC=E;KAP}_a~WR
z!@lZtD=Nts)2?Rjel-_)L~PPt6m_>Tec3-~&cH%8+GjeowPNyqlgU~iXY(n_Lr+sq
zmHqkkw{uTLdr^<W-c~BV*4C3*J&Ak?UCj5|;J*9A#EVo@%OJ7n?MIDN1iU1&L{3WN
zTr}{`bRo?b2?;J0EOI3)Sj@G)Xu)ag_i#S+-4=zke2B6X+J{(vo31eZOT))!Sd`Ti
z$$WX9S60nZ<hbTD-cbzLqf;|7sqsgs?hlt(z8}Ei3+d!vT70s4P5d0L-r>qM71ajc
z+;ttr$!~eu`qje1fPLCls|l=hkZ2_LJ6j@#-z=mi#*lO`bI*$2fW<qXTi>Zd$@H@S
znGM&@H1_VzJ@Y@R5515lCT}V2#*szB^)UtIt?3LajnapyNn@Wx4-bV}S`EpsOTgeZ
zdd>(w#Vdp0{hJd^|8_#v_8>b!RQ$8H#Ain_r-9uJt8r8pU74$>3Iz2yma*tYKoKPj
ziiAHBzp)A4dbPLRZZ3hhW+GC3a_RDKsQsfk?(OyvqS5A3V(vxR!4UpA@<2$Exd-nR
zj>UJju{Pc7V<12oCA^`dhL%3X<E^;JyR<*Py0LvT^j6^var+gnWQZvnSMl<)U6gfi
z9ntUv`<fqEYkRU@GDC&8QNX`|Z~H>d*I#T)BeD$fHY)$DFSl%msSqL(SQCX~UuRtZ
z&=SzB&ecS#12l_%3aq5T8tUyYUfKwZurk`d2@iD7VnSDG0^0u^gw4Dk0Ps6&smj})
z!CmubAEdGI&Fj(4ht*0!LkA^+A?1aieAs2%U6+qKc384G4T1|8ynMRs<s#R>>YvC9
zY=P#<w_QI1TxSCtF6tnR2MH|yiGo5VKR2AD7R_8p^N;-L!D`;=xx;x9)ynJfJbNfJ
zdEWF>&A`6aqijmriQHoWPu!Vt#$Ef&_@Hv`x=-jW%`pcv$@E^uXC<!x?geEly>#25
zdHHx1uLg8|>WG3hv+RNj!OryGRMvrhOH_<86oR*-?~CqemE>KZQjg}YCjkaLA#nuf
z#cNT}A-XqE{-15E_DY^<s=27f0mHX%T1P5tIG~tP>NV6GdQ#^HrM9#;I`2DP&6%<6
z8EZv!tO3HRDhUDvMaR-O1;d$*66j(Cw7>ckv-^th=v<C+`Zfn`uCxdC6)k(y{$|jh
zZFau*rxN&>Gtp-^rQG^ic9B<~nb>`|V$C{njoXfjTEgp;N(_hWfT4vU3dA9!Jo2Nw
zlTqZubofr7mwxX8MT1YnZYkUNF+)lE82%XqylPT2<)Paz<HD-n)hF?A_1*p^yP#T4
z*B=N-18&Q=pD#VW%;wkit8dEg&F&f~v;wgWd5e9TP7=>FYb5d2$<@rgmFCUpmVk(d
z1(<nno|NTk@z@Zh$aUWp30vra@$0X0R5e|iW)cU7AJ})nBKgxOhRih`QCeCkljjDm
zLiVi{F1#)`cX(j&7SS4n=x%j(JkQTmE2=(U2!sGjt20HdmC4qgXc}U~LN-8I@-T!d
z7-s=E5K<W)Vv%ErPWu|;>7*W~>~RPB*F!cw=~r&giuuXdXkruwB*rGKj9Pe~Pwiy)
zz9eY<`sZEK*Vj4gYMHyB!7_x^9qas!i&~#Z3Bz}xuJ3nbwh~iBu6~TWcP8dEW~z99
zzc<&WFZTl!<$a%5w_7CRqk<_5q3OJZD`khk!=`CrSB2|1;TgL89evl4R`sN5zz=%x
zq=Vz$g0(y@$_VnlgD_ecf}UwN^@ozgEShaV;tx$GtP`*FwmVJyTW1tK8(w@-{APV$
zsi^J#;Tj=g*&cCY{9-faTX5fE$Ry|e-TkJm!;tC4Q>WUaJa2r`&rb8V-7j)pwODgq
zzX{vVJn3mTIcEPkJ?gq+CLgL)*vwvt5quH}hg@`-!eU$^lE-k2Mb`p~c#q2sThZ5m
zjX4U+bs4&yj(Eg%d9lZb_YB^$g}f;JmyY)g-)gs(z{?TvKshw1JT;G5g`(97c+1GX
zTvxrqz0k@Q#b;{2rufhOZ-6IVLs7<sz&{`#01Phe?WI+^OYienCwZ&G6$sH1hXIuB
zuuz1^IQ~)b^%v!faOZOy=bgo&v*n>_P9j*CWkM&oBn}1L??!dvz(k<y+KX22@#gj7
zZ^);gLzQfD(t%ZkYtMt1=7B>qJl2;qcI6Afc5+&HUq34<-Za?For)NEzP$S=P$An`
zXkjm=fO84!!08o12<+Gz|HF$_XJ6-rVt}%{b^r{_%1dr?WAwF?-sjYredUK8YkHr%
z&wTuxJ$83&@UFQGmucW$I!)2>I|-@H%oT!CrtdiYagAW*;)H>yAThzO7XA7nDg;d2
zf+VkH^pd~4Ub?k&!8!Sh=T^~p(I&Hf1gi?$tKCh&oZ|0C$GHCG4Wyn=YoIYL{#A@9
z^a;ruKJN+&61CbIVFJ=9c)VG5*&C)op%bfanM7qD<SPB;V}1hIZ&#G$zrUU>I#8O%
z-B{{tXkc4B66T5_r;W0MgL>2e+MCaVlZS@yWGA|VrHZHCTMm3hR#^YS=t$#`v!lN6
zb)=ON-rqt~7eD-S((+4Axo*t-c`sGFT3{asBtWTd#Wb}mU3e2#dmv_4lH>=9VZ*Dw
z0gPB8#Sd7oJg6<)8m}lfxxX^&|8wZ^q0SO{aKrN2f?5YZopvyS0oOy>$7|MPY<OQC
zgC&VgJ|%@_xi|{S#31bKdA(m&Fh+iU)t?r}KftrA%YcXGi#(sW_fk`>Gev{5w~B||
zayi)Fva`pU<>h=$@-2!v_211JtcnRx$U8S0f3b6Z6Ime>rn?_k$@~o%@J1eE7V5{c
z+=$=ub|XYtQ)*-58s;gxEEGzKqXEacjV6Zcknhr4ZSJI_D`S;y#v+3>XJqfBobtq1
zzJ;|(_`MdV2AII-3x3DN4t|AOA^`%UE~0`yiL!cQQy!xl_2v4?;^pV_O!~@`ZyryL
zxHQPu#_;AdT15z$YnWGUj9z@Qr$uik_<?I=eo%jR-{7W>t6rWWTV&Z@Urz<>-{d>*
z*T>irKk7bL#3(aAVG}T5q#~Ma7A1(PU1m;Fg<{7{CZ19f5=j|-q|UaIweTvaPOUNf
z^<lYr_+a%fjT&RT`r(ySAf~C=d1X0Zf$jd$VNlQFKa1MkO7B(QpSag$$j_Rn)x^{m
zmXvS{m2)>4A2G#<`-NA$g>6hDE3`X@0Nl-Cy#T!xxLz5${^y8})aS6`<kEJCC8CDl
zzm4)wu&pnTUt}jCK0mqA{x{kF?a7tP@O%7B2!%03>@~h>`vmdr$>q^rHlEO(FoY2V
zq0?zH?Q@Lo(YzF0vTWt$p|MQBe|$n#k5mQL#XZ5gY<IOk9>;e>;VO^D9&8bl!!(2t
zDa;WG23Y+y6!%cw>T6(4mmZqfE3`C{+isDHEF!3+1ANrg$kKWE4Y~XRqh$NfZa2wm
zT(S0mGznM%fqF;~(X{0$e^jlsNnPv*#i$?EPu*YlI~kQI+%srySx(R@^v-1PgkzC%
zIzY~E0#<?Y{Fl!xfM73M#j76jz=(!anlA1KN8_H(*5Yp0+$`+xj>lDqXKPtwUNI9p
zf`&n=IAPkDu7=_+RUM#f)un>r!zct07a?c#SgsNB3}a^^O=u&(V84$?I*2CfCl9@~
zW0Mqb*M%B0G@4hkV})TxGO5LV?XkMKiQeyWlY3{k=^$F6Ai`59g}IP@iV4p;G3suu
zL#-=QdW^f#leYvLFgp+k;B2uHMQ^}9XeW|(9)msRoS2GyXjq>Dr9NfmY_ovg_s;~}
z02YX{vAkUCYZise{*cJG=vdqDi)qBk%s{sS0wRln^pjKIp>2x0qOaKWu*XBVGD-05
zoX`Y;()bQO93ce{P1xY$>b{RmTY%L(!7Ne0Wusz_^5sIEGItjY?Iq!4_0_=Uf#6)2
zZp$soH*KvrKj2`I7s5YvNrbBD7~FB&%kILEh=VQXSRap3?S8-Ok9uAf9k!*Ha?1y}
zH^A1uBp@uLf^9D6O;1z65b|Wp$d^DGchVn8nXUNqUB=<kbGb?TeoDn@En=14M72c&
z`1#eAQw7N_QhSD43lOps^oQRnIXhFW)N+j0Rg>X<UmV5q*ljG6`F?(g_Q^Na`6O&2
z`29+bkpN>@qB@~LFz4LzDSZmqW-E8sW;8KNmLcI<5SuUjJ^8Z3<DvM(2&EvG;j_7x
zujLB=omY`v5r@X|;K{7LnVrawVGhPp4S77~p89Tm2+6sx%!cfqt0+diT{n)!lPY;4
zRz{Kf`*>O?-A_ki1L|=xDZrr*tmvvB1`!fA+dUGicpn3aPo-CbhUnVcR#HRa{mq88
zs>17LzRw(T`GbhoX%7QuIRoU9n+sf)(n(nYI$2xS4q7<&LwJ`?{pyb{e|HT3?ED4f
zWo>O7M@l$j3NZETt^<j;BZES0NqxT|FO@ne)Km+vWR=4uluy<D4*O3oOXx@m7wrpy
z#N72_o2uPh9Bcd?eF3b{gb&2#P~m%0gzU%@_3*~AHNuhN#DpAb6WMs8CmNy?Z-Zj$
zp-l#Um+fe}_^mX<*SNRUnItfHA!_e?yXcwRf9DiO*wdw=QGvTvbd^K^!!nNI8Aop*
zqY>PrVJr_3ro}(3RU#^sgPWCos+1$@lmqxO7Hv2%!gH_I$Pq`)xWjKZPhVU%ubc(8
z^+m&20Z$kvqjf#H6<00oH^ipAem1VyYHD!NH09ItT*>a+e%z?U{)w#8k^^~nYWvDR
zyVE4XUk6AGK<4r$1#0!G)W<$zzNbkjX&kY2f|*edweb_Q1>_*DCB^bOapq~iAH2jp
zfg;GkPs`t(zS%OE<#U@wx=Y2SF?0Y^@xBVEb?faJX)=;;ByRP<rpaIsMIx2KQkuIQ
z{p4L<cS-Ca{&Sq_5WEE#DVat5PFL}JHvFwS#1Uw65YcB(h@rTQGyrD-8e+5+%yrB<
z>EK3BiR=Z0$?j+JJd7EgT$uDY={UrjiS1jIWdNA%>|&1J;6|i)icM{?2PUuj!6=gZ
zOV<x4oA|Xyv`I-zso956QX;x<=?Y%PelK^jzW3d~q^-itloeKm#r}DqESrcRa4vJG
za<aP3c7NTm?pcO+k@H;zFMB<3i;+|B#L_sghga592>@7|ZQ9Cu`;i^p9|7i9(M02d
z5@F(e%tZ|~qCn~RX4$VN){!gI_S2+;+EQkanVmAVCz1qK8*?nG^u8o$Y$)3Qrk31n
z?J)@~@+MDkd^9O>ONUPP0i$D96tm=Y1Oxt!yW^u4n!Q5c32J%8X_*z}AB8~vFS82b
zO1-Z?(sJnRo|Q9Jj8dvY^D(F;GTp|a6{mk|)@z!H+QxZ)-V}qmmG_Rp!S{vd;nYq<
z)j1r@nev(i0xr!7c_0Ppq)X%M?_mu1i8l>7p6Lw%vHbkDB^5f3;d?+r{dG${f7_Dy
zzbiJ!BWAJr4_CLBHRm5auUZ(QX_T<u4E=rH4j&<gvaw=#`e5;fAHrk;?_r5cp%bQ*
zk_iJo5F&ep858QL-}DgB9I0c`%#WXYbDsWQ4WX<g4zHwxIxG=cYVeWo)`r20V^?oq
zM;E<{Yc5GXS7tZ}<xxcI`k_;Pqm_Q9Ul0<}r6O(_@RIQ6Uh(E$-pwUt?5VLktXk_S
zvRnU)-jV|nX_@q@whKa79UAWodp&+*qH^KkcPO##+nzmsW210E-ed9R0~J0l)DX@Q
zmxS+H7Iq-g=s|SIvgy3W*JT67qmwJXATWK05Hwev_9@ofvSNrd8QZa;{Ae6kYO=k5
zlr0T!&o;y}owq>NP$h2}V6mq#ddxZ(F-*fW@a<+`+2Cgg);k&CZNH*b-$EIx0q?Yz
z1O&Tw5Hh@Y8TW0|AJH$m5<rQIOy~AqqzavKCXA4G`K;sx7MCYJHNYoNN&oTV^i`x?
z^t#^P6K}rju5EqbU3c)JzSW<W3=ugharLBP(O=OKi+t=)fnT!%U*lN*tdVn4rzJu<
zl30TtHnhH{vw?Q*huObOlDJ7)d?a(vbc0y3M@=nMw8^>c1!rhlyG~_WHLXBxP?!ny
z<eiiZ8N=jfpy0}<OX~C8#GvYPX3*eNN2LJ4@3fdSFGKo;Eh)<A2jxKh`=K}eNU)Nl
ziQ?sLRmE&N{2CF4hjN(!#KOx7<&Nj!c1?8mV>YI?`lCKVj6zpZv}qxQK~|fYJizCY
z{HIisf!d}*5l=l(0uV(IK>y1)pIz?-z@{>To{-?8AheMmO&;`_%h6wm;!68W?ungA
z5bZ+I1Y`sq6ZA<c0ym~TUB<K9zEwFrJg&(@;Q><nACFfYL^pMflh95IhsKyEfqC4&
zU3>*9KFzixj=`2QGVb+p=j{Zx{oMk6!=()Q!74Hw16&gY7}S;7S4y#kGQ-IELI1hd
zdo+$sQECquDF}Z8(P_TgCsVaM{nE<s!J{T}hGMw*ZL6{4{mKM{@N~8VQ_-5Q`hWk=
zW}MOI--qct^!AFcAEhqi|NKx4Ewa+oIl38tk5Z+dHQ{7`!u?`{d)9<+r|Iv135^L)
z@THRu59j}tJR!Ah$$^b*^r2WDru<Ty!zvGe%5zLb1b86Ewv~4++$~=;&{%U?d(uYD
zxm_Ij+p$oC2*0>3a4M{O-9LB%<4#tgKMcFGaPz4CV%~K%>1UMrTjUEZ)GE!ZHULG_
z(?9@)Ovz#YNMP9r)Rw4so|B$_L&hqt4>qq?zIZ#enmrz78)pG=iAWs7aui((D4u%w
z?MQ6bA;gGB2)gdTYf0w-z%K0eF23gF`YJ^Z!2n65I+g)W_c)ohlSl)e40?e7Xk+qw
zqkT<Q&1lV3B*qAZ$dSM{>tYmxj^^75r%OY2<g#zO;H(sA&R(BXwrAOoCuO#4P*G#i
z>hc%i@*dILWyjV(zZB4EMG&C7XV4QBikNlI`2RMH1@?Qa2=9j-XEYxKgK%~)g1d6o
zP$`g0!Va*@ercvG6>dUq`%GW{srErCGT^UGfoyy2TRNpVr)zf4zyTi~3^4%t_eF!_
zV^nnk9IC%CMfV#6_9oR+<VuDcj73;|W4^~pC{92qq6_Qzut{Ubtgl*Esy>;;*(}O@
zb--w9JkOHJZrLH<(`WqFy~KjZI31f#%`u-e={G_4zJ`maNHE#V0$!~bCjV))6r6gZ
zy+*EdV7S5i#Lr%}nSohtJC`V%JTL1yLw%n#g<3;nO(V*5taO5Ki`XcBjXWW2tsuPT
zIy|jK;EJe2I#K=;9iCuI3KY`=v%6RDD3TbcHJ{H4Veb4$auT`U%gZBk(Jn0PmVax|
zM6mFSUZvP+wsmLM=OwQJLalqtEkim(e1onXw@u%pL$h3^IRs0$-g>AFs5Xt=wdQ~L
zFkLGn=}(huZrM<fUvys?32Qn8^MhaP=SMfoxc7Q@zVI_L2gRb2EE5b=JYxJLkGU-6
zA@`R^Hp6s9MSDLT{d!y*I>_(Z1Ps9;6C!%99z7d@WaY`%$1e~{6}biyi@mXU;uKN?
zNVG;&mi-zjPSx2K1?g-ekq{$^WOv^5^|&9h2C?*76ZeMR+2>9BP>yG~sOPkN($KwU
zY9&42Ru$shaHe(I3ML`{s`RTn1p(2jtT%90yIew!R{E$^r78Y2o0NHL-t-i;Y&|9U
zOwMV)+&+?*%M6R0e3QWZC_lm9ef!z_!8yO&I~F@74}KDS<R4f!r1o}*>k?wYF#n&#
zq`tEy8oNFbuw`TdtD?(ndUT$cG@WYY+y4-HSSl)?PVQhD^iRit{$J=`{p|Et_mv4K
zxr3L;zuJre*Cw)60bhpu_n+?3>%J{r%-{IA1rO&~`ysrnE_$ybU5MQ@|Js(-(=w?7
z$cgOlxY{sadOT#}6SL}m!<zxH@{j!IYJ3nP&U+9yWxv9KMgfwthONd;Eml=?k$sWu
zYrPqsDnLn6@$|n7>ItX{e0{&RL=CS0qrjy#ofPpm&+a<b`|M@?>9Om@)X$aOw>J{n
z<ThY%D<|;sFR!AH4UrFkofC(KgikLjK9kqklK9$^o!ZioZ2Uz}%K^f)!D^BLg1ZRE
zqkQ8SbXD>DZ2adR+hGF9NLDJB2#Ib31{b`U%EiTrf|@G9T~$b2T%^}saiUHGwhXjG
z^hU+jraRGH^9Rw~tkb~g0p*RA!aq?c_YlV=+E)heC_ml-UX7JrjhkAHF||eYAH^`(
z#!6w<L;SX^fbJ5K8+8q%K5ymTUthE_+Cu$W`f0v=z=*Z~TQ`<du|N9icmSXe&Uug7
zAo^?qhq$b2$#?c~ZWV!(hblXMoL?5fb2XvUqY|DkS`TOypSL4Bx#=<F&AoNEiyy~{
zNlKE$FcHlIE$W2HNE!d;z`d7>ZgSFirjU-k@`cQN{cHZIh@7_%o~sp{2s5nb|N0p{
zdCyz7=8FwnB=+^?-}aM)#u43o-@8$;%I%RvTe|ivIr8l{e_V!ci`$G0V&=0l{*u~U
zvfmXfZV{^=H0bu_=tJ1WmprT{ooZ4|i9Y~@auQr;<b8{U5-&?QE#KlxR@umR@!ztt
z3gz{U_G4K7`my3+j}rbf-N6|(goSH|qtO);glKi0l5xj5^0=!s4x^Q-@5vhVzP;P2
z-KMwFf4qsMSOOt8xphfSBX{(k|8vL>ODbX*H1I1C+@P)U;Iez_;Ld%T=teEC2sKC^
z9NNU1&u?d!r0M->3@i**5t8!N`awgSW>D)zy=yZh@=t|0JnQ8iW^ac@j}A{5>`eI%
z)XrDM@yo!>_a{Z(Wq5i#;B~Rx)TMo{$~oqg-*@kc#}pJ&#ei3Jm3Fh7$%f>od9)Ya
zyAr@xy28YSJ?EB8jJE_dvU?RhnahylfhOchTXiH6wR&89+VkVQqKM$uzND{|MrT(;
z)~fp{lqE^b|Dr;j5`H|+iCOxLK`op>M5Ty9s?40E>BGhgJBFU~ysPq`D^qVhinR0+
zIy=wLzMPq4AH7h4a7cRkZ=V5`<yIy1uAKurSw($5UZc7-zcD4xg)`u@J=rh+{9NAq
zSs3z^OD!tF5#xiMM|HBIs2E952U2R%XMP}vu0X<?wl!8X&q~4N!SaUxBP{^hIuYjl
zkytf|;_f=3rLw+^_Q7rbT)w7K*E%O9%5!mZ(##j0Hg3tp4H^RNq#jnud2-VsFT4h;
z#YVpKF0eM|8{VJbn3%P7dKfFqaMx|%@egpL&w<$LqW+zG|Mj1C+#_6%!HvCWF!t2q
zik8US+$Rqz*e}Xs@6riRr^Z7T44f341xPeP2aoQMF2Dcq?Gc-BLv`JPti?eA0TCg)
zy~VOpwF-#PhgBU;ZP;9}+nR2QoAvEH*IQ53e*4r=GgO$Q2WQ@md_hFQD}Q3+eTH0{
z>&Ia#a9fYxZT`YmdQg&VnALhKDN}^n+d<>e)Bn?&Dv!D|VKEgE)P^@4MOUQXa^!D*
z{XTo~GjH{+bWAh>l!Om72G<C6!t&t<4o6@oo|-t;5TZ9MP2Ih=1P5<SE~h0T!-UmG
zP_ZR*#VqR_<S-KHRWiUC1B|rTZB*G|htYGR-up@D-~Z494Um8~c^xHN0*w7pD6Uxk
zggA=ZCg7Vf8kJsgFlsng@M*1)rJLm-W%uBpi_dOSsVSfjbLBQ%m+u!-G>48HDtmrA
z`eq$qJ+#A;^KC4EjH6;z6|Mg2uisA`%fYARorM}MfOP!Pr5{7ijs}}`kR-IpksO)b
zJTK|JqL;2o54&H-YArAoA-h}a;BEQ!Z-dyk>X2UNF^Oa;+DVZ+u~VCDb<zr!(l2)`
z-LB?^ZGM`tDSSS2Q(3%MMSx;@(ok)E=RyA@y;yaJ6-7pppVe~bX9punoGLlYb%K05
zrWA?>K|p4t>A@z+l?9IDu{^}8pshAC076cpCX6BPP=J!~*7C)6b;O10qlv5UNn?qJ
zv}D)yRWBLk)>BjOAH2z*(_(Gh2LAp?_-|3nN&Pyr=bN9uaC|`e*Ra~<k^+n=A&F59
zz^yJ<%%lDLuLz2~;vPrO@{fX589BrZg1L)%Rg5RntofNKJ{Zfi|Fp4agHiC;jl$T!
z`liDlyY%bgDSHt*p|wrnn(l1%WlvIVD|_hmlz#E&?Ppgr?|*#kqhiwG6`kiPl5@v`
z_QPfieLA-%$DK4lN@lbx4oV7pS_sihNqU5)+z}CN>q^Ld;iCz}5;!hvrY5GtTS3Zz
z$yYN#%kzpPiAx`={?Su?gq&A!+(8lQ=U@G7ds-dG&m>_gKjKvLcYw=tgWJp^O2#%2
z=G&1=DqI0(!bOeh_X-#8azlyZfZupiE-K?CBh)PO%(HsxiN$95hn7T?nN*<1eD~Jh
zI1c&uE|WloWbI1h-uT8_*XditlG7v$|K0Trg7I<+WESQ9&R%uV$I7N28{GAWrq<1r
zV|s#A*1U&)B6X}%41=zuxauA1EERzq*N_~C(oyGo%`|K)tUeX4Is9AS>~yDC?lk`1
zv^;v6_?Hx8R$D*h71w6<Wvb7zhOsU0feLy3KbAqc($N_GTQ6sTrJ2;0&Hp8QTCF9<
zE!lVV)I6OL&ixxm^HLFlU8kWIr5UyizgIFLq_1P<eqA}t=SOi*Xaj8AeE-o-FeR=N
zg#p8f@bG54rW%3IHCw|FNcj6bXk4W0qN~5BAc!O;a?T6P<v06Efn8{Moh|T`;>A{d
zJB>O#MyUi82;)2qR$01uS&MI2>nP|f4aD*x&ihr)UWM<cAT|sMC^w|>n8&0<KGM1E
zOoeaY5URlL*cU)kI!>saisdkt3Kk=Tpf<!MTk92GJ=Rvmrqc1G5zro!FGAmj9KM+G
zMT|q|R5o8UrNnBTK|?u^dJxq(DOFs%6q;CDiC~TJkINg74lj4m94fSPB#;^l(O;%X
zMR4k`&<Z}k?0-(?XiMVwtNSfML`RVX(1ItuhJns+=KI&cVgKpN-i@tWp5Z^2uL|q7
z4bOM_57vjzwE%AZ8W<^56BS&A=sUchib08Yz&O4x0_|E+4Edrn2Gz!o>(uK9Xr-kI
zh>nJAeX6A=PNnyprG7i9Wcw4d|9N!H@4PRKk_}06IGq|9F6<eUbC(rj7cU(-YbunO
zpiGY!psmt$2#(+NG@#z>%(|=nH>+J-JiCb(VWpQ4hRg%Qdr=f_F&`+N?VX~P*h)p#
z&7&UZ2$Gyc#YTF2Q&D3~8(ZN{#5dV@hM@sPQQUx|;xsCtqMT(i`ar;1H}w`oKE80S
z{(<(|A~k8$99be7xXl2%lm$eJBzm2@XN;wO8<mVD00GNK`FDtm`g-jqsK6|@TrGKQ
z)VgL!Xs{gyJS2d&8Ab)$asF#*MMA7#-mBWqLz1+R57t)%1TAJe2K*X{I|ww_L3)qp
zj23Au>i3bB@?W_rS^7QE4t>LoFFEbz$-0utKR>dWKY6EMdUHE0mjMEj>JYgcNH-8<
z3>Rj4o1<g7O5!ZQ0v|j#Xcqc%+X^)=k#ozJ_@qJ~K5cR@-^Rg`_l7SevykLi@>7t_
z!E`4tj+RrKh7=EF{@iP4Opa3>h1Jby7;hFN*_00E3py%zTAq~TSedc#?N<G(UO@yK
z(h+6SM%c9rLLqZk30BIH7*yE2SxlZ~F7`vX@I!ayMuJ$oy7k8wb01a;mSlvhlr_^&
zMUNU28uc1?ZZ-2_%F$tB4;%7(trs~48lO=qz_JgN@?sxshVDa*G^NZ)2geEL&Wv1%
z|5Y;S^e-d?mMP;StD!2r#!ZtUP6>>EALXt(4T=t>giZU~aq$nR`ad78$KErLIR?*_
zTOrFE-mExTRZJA<hv^Z~+&)ot8)qg{m;EhcI|2k;#s0gUVT0~c2~!I{3kQr&^S<(2
zRkm3AlIfOA@`fW5z771kUrVti3(>wSlQzJn)v(eU)51hL7W}UaF~syUZm;aGsB`sT
zLtz8cq}JghMo0DD2s;5p<@e5e^o{Af%4!7^QI8_J7B>Xg|5cX1v__izvb+AOQnipd
zc_$`j;cXJwCbpd5$)w57a^+as`vMgPTvV4zyz^fUtU7fB6iXZv8Cgt3hMXfJ-h@eF
z)%Ad}RYoG-EFS3plmaPzNPLaixIr_bUD~h526pIK_)=~(xWMp=&jsnlg8ZqCEHWf(
zE~Wsato`ubRs0VGS`0tYOb~@mjrh%ZJ;08iD}gd<P)9Y<jS!M-=*7Sbn>Y(Gigv>B
z46F1c8`s|J{od=l5GX{5kVsWH-V{O=ZF(u=nR3h?<NBfSrZw?Qn{1sXsKB7Uj%=rc
z;w3}Oy5O1^B!tK&@r6(aU`is`w_mS7_q@`H2?Oo4fu8}klN%Z+H@5O~I7I|&`=3|K
z=>AXS+AwhH6B=4#%=+e92MX7Aanss#8vE_<!x#O3DKYD$E?dDaTWo;gWbW)k>oL7n
z#M&A;2<J^74YRoMHCwGG#h?y-n*V-S2Kvh30mI_WUzbz0_U$qcUeqr0B;q^J|GC#X
zeHEW*)8OoS5Uv~CxfEjiE>nQDc+A4RGU_4IW_ljeQ<snG?iJJwT^tL-qRTt4rH`jG
zL}vwC(`P%^=~Qex#vP+1b%IW)Ec54kV_nLhVQHG|dHdccau05I>@DTIkn}Jk%wzjF
zYUJ0WF$NJy!m-k-WwfY1h_n&}Wcz`b1ccohInB8dJ%R)U^p6(5a<bbo#FxX-NaA-o
zR5fU|s?ygK$6%vp3Hlv|m;5Br9bm{J59L!R2-jf*p(j!W<OfjNh?j%~hU)DG2`V!1
zGI_1_SPe-Lr2}l~_&|Ql4Sc4{hz6^jJsrp_HUg4@T7U+TItHaVVlPcb=l`j`eDceA
z6&1eYaZZ|zdhWcWb{QA=fkR6sv8@%aKfz;EZPveswWl-L4e#Zy-5QL;dnwCL<(DF%
z={V!dyzCteYU7@>=c`}&Z0-hMQ;&i>`CyE%@R9RGGf!BvB|aiZb9Njo!z>Q}l72L+
zJG{823BhmkYJ<p`#NL*FugP%z`^Y%Kd6L4e&&#Cc-`vd<^Y=-E9H+#kjN3U$j4@*R
z3-}K|rlP9*_S8?NqvFLeL5ZT}JH2JgVWSBllqKeNgH4x-<T1o<aSZIUK&0Si#S$Z*
z`S@q;a;Gr}n-;L`IER>hdBOANbE+!UJz%}=C$Us4bV@|wzhD5dLOyG>s}V%f^?Q>$
zKXV2lee!X<_HJ^=;6j)ts<DUBP=DiVHv0#8DTbd;d{S={lsxlWRZq{BzVY8>tih(;
z7YH4?n_O@yHYeZxx^6_R@wE;03BRmJx1N8mQS!qtwz9P7bAh=2uVVF<aZdm(UT^iM
z!;XZTwcK3WgHV(FSg<TEDvJAe-Hii=e7O9vECyn+#=SHUFkDZn^?u7t@3|fa5$~Qz
zwj~htNgeqPqkl?uHFngJgXjOIF8mcLOqn_?XIROZ!p)xI&b6^W`)`U6CxQ2OkAeqR
zQ4rA4n)S+hU@PBIs5T7U2O*7u#19(YY?jzF#^;SAEdlWWSd2nVLI{ahijS5*en<d`
zXSnEMfI&wH&}1B>$9h30=Fqs<NH3A03cQKJ&95Q0H>)4nNMP$U-UVu`bL%o4>@NWU
zIHJ>>Z)aT_N*gMFtS$*YyRWS>(r5qQmLKl+O~aLQp|+F$cA!LAPkDOrD&mm)`yMy$
zj{F$~2?BjVj3EqcLkHNS$zPm34!j;_yo~AqTLTUduL!9yQotpK0o-DQYba7moTSIU
zhnDv<11_YRPve(;CY~=A#39lOYzc6sQ^3Pz3dbh_)6p#Wv~o2TXFmJ5FP|lbV<b_s
z`JDWo5r51X`w&<B(RnvkSaQM$P}uAAFX}&vONFJ`5h;89?{yK)tVQORzrv7~($KnF
z?|0Hrh4xuHqa97JH^_z({~t|f8PtXXWnrA42@XXP+^tYtf?IKi;@;v~+})v2ph&R-
zrMSDhyKAxH?y`BivoradnM~y7$~oT|D_ERzhe|2zAS%$D1Eoj9lV~S_*EwR4MJ1B|
z+=rK9$fB}=s$^3dG=U#sX_7snkl*mZF!+Q-!6uj(gy7K*mG2Rai1#Ia4McwKb!hXH
z1Vs9u+bDL$$SGl<BfJ?SmlHI*AE3|Xbc$AjKu+3fWshO{m6muL@w~m{^OKf}&pjF4
zq6cHS!!CZ0?aA&XC`VCm0fzW$T6w^{>3M(?<j{BkY7{li<&*TR0X|miFRA??@B6~-
zhJ{Zwxg_r;F)$bL+?k5={cEbsV^IVN)MuWA6me&9;m%QGUVvofZ`~ekrznG>mdjc)
zfhOUfa-`_iZ&bEY#C3z-(>qO;7T`)!OinX#Db`|BirMR)Xn)XQ^p^q+{&?z0C#=!T
zbw0sKIldk@v&M_6ct&PL)?y|q`mvO&7y8BM<JYkPust?$4cu;Rq(7*>&=O$?4gW!4
zGJ9tup7@pqJf>R1_|V&qZ29N6$YEd6k9$<kpTt>uUqa0>oFT5T-)Q=G&bHxUCIgy+
zkb(}`K{Wl+ZlKAgI<jHnVig_N6z+#2RuqY-oX>yMY0^`8QulXiXE#$W{+MU|G3$x^
z?>b#uPQS>^hJI_Qnc(Bp^h?$cIrdRxrzqO?6thJ&ij#+Ga{9ezq6Hhxgo1%3rrQtZ
z+9AJY8tn{U6B`S5LEiQD-gBKzIV}qh=zdx%BB{FZGgU*{J)^Ql1{PCefy=b<@pKN)
zV*8>YaO;(*)<lf_0?e{v29u)_F5aznx=9RR+3`+a0Ly4Q+VEXd^G?;88Z^im>M(Wf
zSde-NOQY*MiTR8r01<8jnOFmBCYbPBv6(jw2A2(@hi6}>Hy&a-o{;^|M%LT4+YlWZ
zQ8!?tf@I*=4Z+)7UN#6wJ?CKt4bc01V*IMa@#e<yrpWP@g&hdN??u4qgX1LeW6XIZ
zD0Y5#z^?g|>mO1_xA3v$OGNq(NJ2z*6fuYsbPGuUy4)d1ia4GlVmxgsqn{(5_-w_l
z!TN$z@}@oT!>H&p><eoK4iY_ntHFKV`rvR)@V&mRa}XvW{YuE&vDnMg(P-?z_oYJA
ztU|CaSafrbs78x@6HI6NEOBJm(mccFP}9Te&SC3)Walwi|3ucZP}O44GExWsHhH@I
z`57i0hYyeW_@p~3(ny<}d*pav6QR<@R4+dtVTNs|@mn%|cNm-XnwU0T`C(xLA1OdI
zsZ$i@cvU{MF=epCW5F{Q=X#Ym;p8NYd_0G}D9Cd#cHm&&e@AdW<Y&ZVZ}@vu7=A39
z_B{Bgg+i6=08tMdD#p#0iw}6{bi^PYh3^8IVERQ+VZw{`=0hvXIMKJj_(WLV(PuD9
z_qk|K27<n+3K5aDrouL?w!vD6TnWS+3uG-c38+pZGD<{Y*5}da>`;X~Ab;X}%8sZm
zbSWHoV5AvmMI-w3Q~ORq$<JwLLPgL%BX~l2=O({*K#^rS!o3#0=kHJ&O*-0uHg8A3
z_4ZvyghF{dwwG_y59EjZ1dwIIzSmIN-`O$8wyz_vUq=hMg-ePtc-@(js;7sCTKr=I
zx*Y=lxftI%39n3sKk<K<$R*>ILipbKEz&%5+>mj8L3v5Mm4p*=7yU0Yv}x|uCK5RS
zH7BwuWB7ApTB!dfJXx`CU8qvO`)BLNUXk^;AbY&v==LZ@M?qM+xAPAXvk7}wvl9IG
za^9hj&9mHi8ehL3ZY#(_xK^s;<S5?t5h615ggBZ5Fn=XlrL?K_F>B&!T(HD`D&5xG
zMUqND+eOsnL>C^R*+7p(*gzM`n-wnWmC8TA<knTBq?gw3Ewb#h>5$#1BDpxB-on3~
zmIvuj8*6WJW>qfG5BX4QGF=}}x=@KFXaW54K%h@DQ}bq#wfMlH*z1tucUqGgVhYZE
zlV)VJdDRijh9x<QSCFN<8O$&Z3AQ&X_5066Y}w@%HSB2g-|3QPm8M!3cc7fu#0JXz
zu*DD$l6X_jjmP0JcZaO2i(3HRfk!5yvs!{`<W_}_0j>i}n)0#27XJ=w;Sl<?`g><O
zyVRn0ssD7H_IYwl(1JTScY+0sK>V9*&PkHJQe9howbWom^viv*MnxQreB{4!Vr6uH
z%YLy?T3AT2eK?hlzWTnM_+O7vQ}-L@lW-|<--v%=-*-G7Pm-2>FJ_0DZsm5{SZb+D
zj`hTy6zaKIF_=9a@P5eFNJ9LZNIT8*r;q8;S}r9ctG%Kuax)cM9~%v+cB#WK_lz}K
zg8viJz<W!Ov|dUTmaJ;Yp}=;MmRNb@fbPy%C?-ySd8rIfCV|Zcl{#D(t!woZjh?V6
z;KG9H@h3}w1*9HV@&XJQBY)pYLpvdrgqa&s`3HhsbQYFP+N89@XR#6p0@WgiA;Lxt
zj2NB}Xox{!@xbrvr8)Q(i$NO$hX&wEmcHF8f?0*|SJ-?o{^;cKx3<A%eZzTp!wZ`d
zl#dj+hzyF@e`#a)d@^(bww_Y>j0j)Xd+ZoE98auQ0RadXRsPTF{)bFrkaBhWh#y_6
z-@8`-yY?HOx^vvQ@%i&+zVT$dv2{a18!meHl%MV?1s<qX9(I&>)kQUxUOw@^xZGT`
z!%h{#<m$WJ5L#H(d*+v`Ob(Ub4b7pEqW6;wB4^v{pl>D`-@w>U0Nr+)ij4Z;ecZtM
z)sC$*8a`Cv6CfPpPZG0%8Rv^r3{%#;(g<Cve%%aqe9H;;Jwx$c$98Y~cjmJO_MO{!
zt!}uH^4Rh87;!mGwOSjSX#A1m90so86)~+4b*K<D17_8uD(fLuULgm7_m10bT41^x
zu2WaAn*flX{3&aG&E0L5Eq-x}PH@rKTOxJEfnT_OZFey%Zfy&6*;NONK&@|s6F(2O
z%Adj2B1nfYUd|NXVZNAU7&SKnqfTQqn-6qD%USxhbXlK<i36&+aW%&>k!glmQXOI#
z0|e-zYA<Zxy#^wP6<CHM9=*i*%XU)F{6V%zW1tBPYcwsDd(X|0Ih=D}nr_h@X9N52
z(UCTZH-R`<=T=LNUC7&HN&W!8N*G|yy?rwg4D(~3x`~&4)FDC%gmxuJuH#0$!C`bo
z_&Ww79g8Wde1e&hgHACS%#l|35Wi=ep%R_EP@+;h8T9)H+)#&^bP}*NwbBye-B=)3
zy&;$Dg6_MR_#^HIJ4I>8iKNYhg^CJ3o+>{}*e>LfB%iJ(uWKa2q0yKkr2Ao#ft=~~
z0p6QPZHV}ggO3vY_=2$yEVXPoI6va8nsjZCdvEYu;or%;Q`Ie<#?Vk?NRjv~4r6+%
zD$<p6@Tj<@nIC{YnSVsd;Vs`3H-AZuzo&bbLXdAxcUdHjdzfjuI~^r7xK)z+NepT$
z{VOvXb!ksfx=2>I@BzPuV#yU{#w)_xU0CF^?S9O*GHtI!%=<iJ9pf>_-KAftte%O&
zBQk6}egwkRM19m1WI>F9UOn*6kvak*2=$3&YW#8geC-&)LdMHko$%Epp>bGy!uf+$
zBW!6eN*^5c5sQQ?R}f37S=^8dm6HEp-w(-rzDrm}s`DbuC!9d|jV|6A0@Prl*4>2`
zs^LRI{TQ$1$p#{jC6c5<Ly+jd#*yP`XLq801E+BJ=m=49aXMlLVyU3UZlW93CL!s6
zq4cx~5ydeKk{MMu<zN!pucPk$McyRa>GN^37Q+M>1Hwb_k~l@C`$%mmxFuV}ICRgw
z2h>>IE6@ZzEJbwVc(Git+|XH+R&$R6-P8;eX`iCKr0y~qKFgf^kQXTZu1XYF7r34^
zw_dhhV{TI?-8bX4cEtAag6PAUturJP@t6Hpn{wP=DO~RP0fDF^tMc^Zzwc^>>W-|-
zB~;{N6d1MQG-xY`)MnnezenaI#V;go(k2?gLtl00qxIBTP{zJ5g(W#x?uBky(D|WX
zMXpX&nFT5#yHZ++Mtk{9>(J22;P0#R(id0%Q?kKgxBBd7kdr?zPfCrC_{XrL!TQd;
z$0CKt)9RIgQS~e7WuTo`kUiT?K4r5aX0<5?E^9G5+$y!C!A}2WNd7B4&ImZJDxr9r
z^1o$bn16&(?q&FHKE<37W7&|zDz8-AWqE}Bg-@|y!8(|WzG<9_aJd%MbNr85H5$^4
ztC-@fEKm7P<VVMT`LNl|fMUpMj$6^ZT@_nN2v(8ixu4M7JE>|78uVG&h(P?m+}WG@
zqn1f0n$%)1+}W=+*rhvklC*WoeK0dP*Bg303xWO)JFO!co=xla8G&NL9Mo$jqS=u=
zul#GdWQIpVe-rC)M;`yGN0zoDnx1a5J7uZ3r72?Ah(rcZNLvG)*P4>zJqe+OWqd?4
zG+JHmef&Qv)%&*34z#ZkrsjljVO%Vj{tmfBs@YgVrsizUoeia*x@&)<N-pso_1=$M
z0FQOiQ4^Q$Fd8Zt)V!Dnjns?E4`y^k07w}>$q*>#D=xTAGU)8Ii6c8nM?2)4vflTI
zF1q(sGt;){IqQKCwh)l=deEDXD+d_w1XBDO5dL#R*;cpIFSWI>1VQ<Z;+je6TDNQ*
zu3AOKK@lgI2p1t8N6PD`R&8zUFe|3}UB{j{BtoK+s9$h>>aLX&9f|WIQS<@LE(D$-
zV&WzJsB4s{Yjn(bZ^U>{i{nZ2KOe=DKt>Dcm_Oe8Zbi;^ETZ=4gi|T{vlL~&c-O=5
z%MvhiCL9jsKPyR@OoW{tWje}Pm;x!n1!nT$o?y&)qp-n_fCJWSgw|~Ib6+VAT0h$J
zy}0qY(F^&}XFfBfH4?yG!cgV|_SS=_%U4uF_a<LAUmQ2Qx7Iy^gdLDu)&cJAd-3ht
z4*o+Mk9h<CVa*q>Yg_&)pPu8L_RFl@e9v^-U(4k>-DI>f?)oRXbv?%K%cXSoZH8;h
zH5UH9>vYkf;iO96eKEyO%d>{uzBbscUevg$Ep^61ki32kdlPlQ-s$-F7wtg|nL${%
zmobND0}|4PQ4Q$&V2#QoEEMjSfU_17_mrB!M;n_uRGV_kMv`@gmZUu3oXlwLFM&p9
z6*q$^?uK?XI!0-1lKQAg4LwivPxv<}!(isLBs8rthR8}9i}YAYp^5k4kUyi3Q9~KE
z9J)aPN6&kWa33$G;V50JGbp<`Hl3QXDMX7upY>0dj52;zwJ>I}&A5J#JWeXrtW(ln
z(%jbBS3Ca^KW&}CB7oj8n#v3V6R-mTNC-lvjL>>St&uiSn*-P4|I(fK;K=wv&k=#}
zl=>w4^50^g=@<WCjzS1Sr82{5_TYcILftXFp*x5m6N*I~E*Ubw)fL1_LsZn=KhXbY
zsKNn8F;&D6V>V&fY&Glc7A2w*Kqrm^Wi;1_(?)WEOLKVGkoTQ%1xK}w8eUygS$l*z
zt|V3c&qZ%MSyf92r=|1!#o19})v8Z75~1A5lz5bms>PC;LVH^DZ`a*Iexx9H%IbKu
z4*&#P4YBz`%b*1X3k-z?b8oVU{B@X3<xN5{nMxtrr0&snta-sLIK#zHfFgS`59KF<
zN#5XUq4Jp+0Wk<ruOzb^e7Ydgq9xjuYLi~}SlF7b#1*dLP`QmX?#5VDTo>|>?M#kj
zAf?Jp*U#d_8gW%MceG#8fPu3hYePN1wlS(qXmCLHI3{RzN+?~6RgN<**|v8}Z1Ek^
z1Cr~vpi4sriD&7D!(F*a6<Ov@=X!><OY>!Tq;41frgD0;b0CNv9jeS@jM&<FBfbzF
zKt^9{N5x#7IILA-t51-Lz*iQypo;Cq<Y%<>k6j-cZ1DxMJqy<54An9+zCqE7H#$VQ
zlsAyoDjN8S;~wtNK&@-nK6m&%K<`=Y1A}Id+K1|dVM)~z+>~Jx#-w}HfjC<R8g}|E
z5cgo<7hTzaQ>Y{sEDwX0x(oshM%MvgLouJ>IN&06pb-dp<ivxNm01B>Wb$#~<dg5m
zKSKswsbD%^@!|nEQ)Riu;3R+@#uD34@&ve1xg8y-g&2!9tPfdyRv29hm7<yQjYI8W
z&iKefjgCzSY@g*cxc?Y@fleiuYO9QU4v$4s`zJM;;eA-HTdo9JP3+wmcc=}MTnXOi
zwNEvO@}W?V-x(o=Rq7+&3}R`#842iaU5b-IMFrgNW(ZopA{&{n_Uo89R}&(B-}Flk
zL=pW_bVq>ddL(R9J?|a5^mhMkk0j!R*V1Oh$R>NxPSgwC3U8Pu=u!61^`^#4$}fs&
z0@*!WoU+tRGLpSo7R(Op-7Ru{r3mlqrDATOMXwMooP5KZoc?4;XafTLIK4<WdF-uA
z5{F(QaZDO(6rNolCoz!rcVB7Y6pQj6nGxk6XEO#84hzZ4&Y-_$Tk@}MWN8;!%J<0!
zq|g_f8>ey#RUVzEewkA?Gm_t%sC2Sk@f`2EkFh`9ZjUY<Ei!-8E}iaMHuz40OU(I{
z&sa~l|2TG?tc6>L!C`}sTl{fu&c<8%T~6QjMK)mRaFs*ppC!|eM*&sm6U#P&1X0+i
z^*~C{juvO5sc`mwIl6bnlQrft+BAY_N<YT?;M)b|n|15mt02Lu3X*2Z&d0st53woP
zOhPCM|D<B}-M|)U<ZCvJdLVQb$xz<5DcyI1bKZeIeM$6~(p@&O(k58uJc_I6pOrri
zxjKVB&1g5$snR~Q%W}o`M#<aIt^YQ~M^G-Sh-Gw?vis(9p>p<7Ia(y?o5>CO_kGOB
z-B9keo2vaK2CmeC18-F+21~?DXM<cO^syU7!gq~oBv$C{vKpyhTXdS#zG(YD{Wc9K
zmBmF)G({<BC}E=vJ>6p0?6{g+@CdPzc%g7lv~h)P3eo9Gw-ijISwyEjXoXH0;ziIo
zWiM9n2ovzyQMw(1$XXEYQA40Q0YSxj?$NuodiFm~>ID75@m!ls8ls^Qej!j-+j{SM
zeczTpfo->wVpcDz9x$t*&2l^?i0EaC`895!ElatnCCBMb=<L*Ys1FLNXhMbm&+`}e
zx<ncb1%V&&z)#6JROs9Hns4{}ud{Cchhd^Op`x+S2**9bpOCyJK}yhRv=cqwg<FIx
zuim}%WW!W<!_?3j95&^_)4|RiPDmt#Dd)Kg0qFpcs&ijeeJ())Fad6S-;dloO^M7~
zI*VwJwM>9J48Wm?5JwUM?U_6tS)(5)ak~i$_z7k_Gi5Xq#BE^4uK_ssdg?X@=Qhua
zx^m-#VP{@c5x_0t<<<o3f3Qc`A-rV+)4h%2`0E_lcWL7`PxLaVVVB?Gss<KL_L|J~
z{H^9f&ZEa{{c&WyIeLAQ-~YT;)N%OC==^c7ZC$s)YWXCa=Df$G#kXUwe&F+(jb?*x
z3ab{kt<2Gh<KXQROT~(_087zWy}oS=Ix7a)Kam}~1Nm=~`X!?{ARdouO{7t+M2XfE
zQ3Cu@Seh=x#a%RV%KrOKTD|+4E%Rxz#<_b?(AF!=MqZj-Un_m4yp%3yGNGgiO{zfy
zk#@%IGA-Ngv)t!J*=`8St?h3qrcn-I=6N#bspKfJe9SwCUW}v1V)~;+74d_e=L>-w
zZ8p*0Ld;)|&|Zs8*=KCt=hx6OgGI&<^VNJ*XED%i2q{q6#i}M?9Ghn)l)yp3?JPhZ
zG`H}D-S`S4&?f*%-^4`o?+ecReG3UAbfSRkiaq3IF@)!PN6T66HCQ0wxFO9N(Xha`
zUt~L2PC*}XoXscX$IWS{KSWL=F?%8sR67|IF;IQ3KGvf#3dvM%G1?*}i1{d{!~HGr
z!%kGIC1+3?No@Jk$Jz2+d_jW+iw#I6_g+g#@9%}e*%G3f=~X+1*({JZS$x1WvF3s4
z;nB3S`XXCO0Dg=YUYdmbMJ310d!eJ(+Glkmy>nBh{3N2n?hCsBJx+|&lQ6u1aIOC0
zqBY0uugB+j83LDIzM#3uDo)xt)&Tk{!m}a+LClr?-+V%s<F%-;j>aoHqjKFg87M)H
zoUvaQQDelRk|Xm&g8z7&;#+kUH?`jwI;YcUrecqx*OC=&(tB2kGvxR}x8>o5cAk5E
z#*stk8^;*Tu~wjrTnjvh`)`;CT}3B5nW(lf`_tEZdPh*gd2YOEFA<y&0z)@&?Ptu6
zwrzv$Qldo<4xOuJ0WO&d)#RQ4dEkb6Y?xlqji!h1+_FktSm}H}Iu6bGEJe8hX&}>h
ze|1g!@t^49+(`<|6ZpK>N%+I))%MAg*wyU8e{sj<lc$)R88FFIT}oMf)SOmb<ez!@
zlERN5KnK2O;UFs|Q>Qa=Xew4n1On|2!k>T1vs<qQ_c9mkpZJ0l5v754$FzR=8(V}4
zykSTTx)dOIN=Q8-%%=XliNtvvC;{1&=b>by3au=b)v#r*O$r%ImQ`7*hxb&ghxb?e
z-8m%|6(LR}ZUVX|JKyKPxk~s%#R3j~-$;uw$e8joowiDhB(PlevKmRgG8_O+s`DRk
zHn6%6FL-2f4b^I?M!fmCJTXD9g};b86ULMYASMSP6oK}bWcYWUYl+(eKTF=zyBH=u
z;-ycjeD?`snW=aO)b!(-0rH|Yj*X&7zWdWBP9M)ZXr?gykA5|nmrMKy*OHx6b5}Fm
z&4;mG3wAxV?EN1vP9|#J78lXB>%CY3y~k!%3*_;F=GU5*&4c)Vs!{QXd#10Yo+ZfS
z(mH|01_LNOy33gOCiZW=Sy3Ni?4TkcAWuFz?moFHvwPF-T&DqyLpCHOV%6nyOHL3&
z{GgQu0wr0-heEc{!P-xFy7pOG;h$)CJ|zqM)jmX+by{o;%Qy7>Re`UU?&7;9PhvIJ
z9g(Z`8^N+IpDd3nst*!MeI+wz`^|@<pKBwi&lvofwd7XEo>6c3IaYdV0X>&B$_=aV
zrYl=6B~y<*=_EU;SY0DZK7un?A=@%?(pf=4)i5%<ZzR7#yjoz483k3V)c3oF-({h&
z!z@SR)S}I2D_*AJ!J2aA#@^4N->7jE1}_E~40G?^<1z5}p2tz^THyzHH~pLYw>(;G
z>?8j{Ppv5_G$x!Ult6EYq~iR9q(CSwLqC}4?*b!?+G!dA868PBhUY@t3BcAz3yi?4
z#bcHbA=a<124sSe0&sefpw6355R6aU1otX~^}o-{Kqy#_dIm*fZY#nSJ$Hgxl>=c6
zAUo2sa-32Rd<bm!C1Q1u(6UwB;MBbjib#H)uX(M<SihBNC68|s%yD%WJ~{Rr-wlKq
z_MLF(Kq9EmJY_ay@L|g1)(hq5NadHviRYox*PRbY;$$5ZAJ+gy9RMqP=^CRjpD!``
zT|$%ETahc09^H6QG8`PXRoEnkrUWOJ7I79~{5QrM#F*!E8GbkfW`bfsH?-ky0|vvr
zWnDHX$NaRjAL@m!6uGfnc@aVoaY8&g+gRf^uz%T`6{8B_?rq&`Tl^f-m&G%Z{>z(h
z#+z3)(L=2*LH+<b_GaH43~%T*a0n4J!f<cJg)WBMvENfqJn3iO@QD7Uyx(H<_?tW)
zMxTil-*N=L38T0`Wk*7^>Uo_pc^j%clbjSJx*ok>8)z$cYPgD+@q?oh1>KvpXp&S7
z|M+7aOpdj*6+nKiXGq_v%~FKElF_+Gw-c9dTx05<yhw`NCB7I5dXIl6csOn&t&QoI
z(9g5=3vNGwEc#(!&G}vFT91L+{kPF5`J}20#0T{f{2v<}C>cc~eei6=ADMP0rFnj5
zj;I{mf7^8{n^F&<VdS|WP@E&pH-BZ!^Wp%D)TE;Ez;MTJlsSDw;P`1R@!ceAVYE-+
z05_ahfc|4|3O>PGKr%T#?$pdsUqM{%Vq;%KC9UO$ixcsj0{Ux{W+hLZ7?!e7s}G)*
zwiDY>Rs(uHj#HM;$VXpQKf#?kNUBdRhKdDB$XaCYC(sb6er3wat<&H)$Bh<}%f~NK
z=;oTH7#&pH-SN$&!;vTL<szo|aXmyj-Dj&hDreE|#2L``^=k-8r)UT?VAEpKs0axZ
z5s+CssyPyWEYK2eI?mP7FvwY-XXbhVvuCFkpCpx~`-c7nTayTcK??%G#N+Tz7`Q_T
zE<al7nc*jr$Yu2soB8z#bMul!C;^h6hgA8@NZ)U8aQKaBcUReeO!hxCicQPcAs11;
zZcAE33gkc8qF;RwxAlXMeme$M<T~I2xJlxwIA(hmDN@@iw?j2~t(~3;SIU;{qyN_P
z+qe9!mB8m)3DR+_#4-GSc9Rn9M&Mz#^o~vc$M1Q7N_1V_-15Aoor8z8U@Li6SKPRx
zmA0pql_%<ywT!2?jD^0p#TRdj0>t9x!u;l@w)d-sON$g`4jAFfL0vo@9dk!tuDn)O
zvw0d?#{PY-5!5fcO;!6+H><{|8KjmDbE%+L8jnbI+Q{OENH72f8py!ix*(GP)MtrF
z)C~4c(_-e+^U%K_>88A59oXXJ8Bw~&m>4dM95yI#gCWBqq<WIH>>&J9Au3)L+95Or
z5_2(r-E<t2yaWQ>nAvDpE;X84$!9$N!l)1^;2E)hgZjTGN;;xr$_8@8sSVLm0g!$|
zKmZf!9pqQg8`O#cQ4$>~NZf?w%X9d>i}8nEq~$g&ww9}jkYo(QOZ0LdN{hvl-`O7<
zqGNIs(g``%O;9Hqv}^pNxLUThl({A_W54;s+{Qb)j3xOJSKHMt0UiSLBRj^5Bd0bw
z-ZhshcaZ}sHM~=;X*VLAg(<@02jdDfxIWI58+r7V69~H=6B!*rxz$3UMK*%VsEpB(
zu8DoGh3uR6mLFGX2w@@8GidUhWwG9Xw}4ca<|<amfXzMXSENr%Os|3BIh=OvDIFgN
zDWRT{0`BH8H)t_qNI%vzO1biTsc-@VzBOD+306_`hi@71W4e87-=-3WzS9~O-3@;Q
zl;;zVlmj(`&BqE0{l+H=9=$9GE3Wrs|115&(;8pfVAfIxau{_-Yw+;h*ijOqxWb<%
z!}Q!owUKm@0UWp4KlmjpeHB&Rw)gU|x<6cT?R%*!+q8>YO7Q-R(0loaGi0@A@qUFZ
zd~%eC>f{kM1k(Wwi0;6c!o_EpN-+AFwFK6-$$t2)TWPLZQ!yz1izl_edDq$~_+&_Z
z9dr<G3btpE8M*0VtrL<|;&S|6H6}6BTIZw!xMhxRMjLpafNHMIUCqP>60kat=&g6J
zD{WuHg-&WTuwE~>{+waG<1afp9#_-?ia{Pd_=BHT-NJ=JpfTP*ezlIdyr#n3CL|6k
zo&nHCK?(v;gcTYB%z_1LS7CQ%8+J_Wz<UrSXh1|7zxUqiwO6xX=u6kdL{G^?&%dLs
z(O5?q%#0iLT8abc%9Z){UI^ZmSqR<{5EjvhI7Jz8igE?rK)Tw1#R%rLI#zTa^tPdA
zj^mB_>Z4@5pcn&XXFL*rwX;bWqedJ;@hRSz0@_&V9J+9(w|2@RiiI9%r+ddP?}>KJ
zc!$jv^79w+sB@&kMbUu1_!Q5O-ZWt43UZ&%;+0nI)0p+b(bTwh4>^1IiV<dg8z@GI
z$kuay<2gq3ncm^A`Z@~W={%(6mD6g?Y<<$g|6Gm3QRGlm{Zvr%)F8rZKR<h^(wpfZ
z<63Z_HBQ3*$*;(+VNKw(W`kbJn3iWgL0L^6yx?(7kp0LP_9oU;eRy#GiAtsJs?GQM
zUJK?Lz(QbrjE3pDL{vuiV|$)?f!nZmX-Rv*I%LiqbKuc7vHA0AzML7yqQ6kd=-If!
zZ}Vx5^x5gLkbd~`1l{DJT*Yxy^B`Lu6H(Ic$-$CehkYsp3JT*XnmwX$8#L0ziA)3J
zH2kMKhFh(sZ69y(?ST<zVw>Lts)<bqo)OK*TMFi{m)2<7+&vXjH(Ff2EO6-0&j!D9
zxoo1;=ji!}%c}E};L-@cMi}c2cIy8$F+wrW`%&bJEOto*EaT@oie18YMz`S?lBH@W
z=R2u=EB6kilh@MTQtoF&n4k;%C%0$*e6m~Svk*!~#G4AzL+7a+Rn(jg2&??m;?EMn
zP}w+-yj`OJI}ALeRy6l<R&6SMEc`HW3w*!-w*8HlaO}b)2lYY53B<=Dz72+h?fwik
zF7gRQKi^QN{i<vBE5*3_09HN9Uil{gJAnPuff{5ZijksFdmEU;iva);Z<Qr;%d7UW
zuFWgWFH`H*R{m~x(4*|!TVDzCr!av#Y&ZB5lEY=;#kw!WU-ngaC*yKYr@G4R5Xq@u
zPJTS<@!r<|IV;1w`G)G9_j+2{uyS^KDIk~?=U!S@reVjJQd-Esge=AwV!-if5w|-L
zzZpBf(+wGZHE`RYv+FJ~s5AV4D8SQr#TOnOVgAkO2>3bxL#hW>8vg@FiZSxN!b3py
zM9Y5G4}qaF(uuq9p)nwwK%EG<NO5WCEPyIR*%(_E2X~`2c)+vM5%d`XyOtraBQWG)
zhA;qnMK|w|ao;x2?_sf*D%+x!oA_k^#m_myWNNhJZ*VYl6+-SNm;nI=CZ$hxoU?g2
z2Ua4{5p}4EgNw;o*OUf{(PtdWmoA8WgDp|zfBcq(l|P+tB<lOti$2<%*ynz|Ug_7s
zf{M+_D0)i;It!t&c{3ABS1U~*cg8q-*y$A0v`MV@JjH7lM-di4GRiFrrmX6k$21ef
z=7m{f3u50bLle@9_Fvw4ko}rbvB&W2#|#Wne^`HPPMPwLF45A!u9YurLdOvP!K?FQ
zmEoI7KGU|y#HTHPCIqp2hpW<(qalr<lAFBQhO20p>-h1&hC6B<-R7O8Dn$V*dk?C(
z>W+;#F)}nqftKCv375wLRz@-VBsYlkLKXgK$?EE*4zj!WVG#C<R{G@<NVGS|BL98l
z;l}QdCl!9Dtli}MB?|pAd`fRX^yh#a?iP6a9ta4DxByx-AQ7X5NPLCa;b7XET#VOR
zCEi0fJ(Lq{n5}l{aOv~SsUym5qXdjmy;TklW&o|9*EV>ruQ*Syc){+oUF2=Yr(Z{x
z9==f^Z`a`idWpp#aWGx1dO_qw&`{~tMd{XTo#W$`<DM6X%Ubx~W4E}VG(-SW9t5F4
zpAtE=6YG6KJN90{DT>PmT<Fz?<kdzh{B36<5Xsy4zwJHf*yNot5d9LqzBa8D*&61i
zQGnzyq&>gSghtWXBc#x`!<|dG9t(u{8gGV!x`5ztR8dSI!)ExJLl?}6Q@%iXDbe^h
z#qpXJNz~Stjo6b1W~u!p`p~273FF;!9>dVt6mIhdFlTH}XXwv2+eMFzP9Qz#d6J9V
z9Sm&le;Lm=91v^p&6#N)u_vj+d8-^^a;VIsWG1WZHe^14Epa14VRs<x0ny2Cc(<)8
zl>!LJUANI)W~Nx*uG6ZMQhv2V9UNm#FbAS22rb=($e82tH5aaB1xER_bA$@QPNy$I
zn9b+SBXh?p&0-VT>@PCBJ~##Q2$8_LS{uB#PRAr;;6WJo5r%0<Aw_eVQ%5;nGP}G`
z9WiB7eD>T9e-3G#YnHW`#IEImRc+MFnMUKl+y`-T^JmmR{|L=m)BOGkXA3r4ewSI$
z0#R;aYHs@n66c%^WA0(9w27>_Iw|WC{$GE=97ssL$Ayhn_?1MwjFuF7^$*DLlRp4M
zqz~9h;rK1)b+x1X*!Mq!z||tcYzSu7_t~12`ltHOJ*Mq{*?yAFAho1MjoXT7#J^X9
zKq2NCM{;rg0ek?{M6d)EUu6!#vKED{trV$Ha~$}datqw8C2A}69E>^(JJ)QSU9Pf)
z`By4rLCe?37he)T=v2+u>5wj$jb+`YQaG$YYh4URvbW+8^}T=&q{J&#em)E57i&M_
z&X(TSc_1C!uO|+*>C@lZlW(-#EUuTCc}vHgF8eqR^!u(XoU98pnicr3?5!s%uKfrX
z<h8dpYG}7Gu3TLKyWV)67`Q9Ql&l&?>B);V;fEA<TK(X-6e;d+yfvW*(!?jTzrwx2
z1wxGPqH&*fp`ho0*F_#9s@LEs|4PnplADc`NkjteVu^pLDcQs+N3e*O*o^5TAYJcq
zWa9ic830ZGs4IOE!twwldr5Hyz$%7>ePAFlYdbQ^srVpIM}TzUCXnS7@z|eI0y=3(
zgdZE4XT<PiWW9+>_}X2=`3F81N9#2WL8-Xxg}9#bY)}N=as&Cxz*lM>&SupOxofQ{
z&DbI84ibO6fOCn0QB*uL+NXM1vYKxB+19w-kXMx-r6Z2Yzr^uI9oEksouRHskKFNL
z437uww1n`aoy6aZ&nlH@TH7bF@W^Fax}O-^tUU|j?hay1H!<y1znxdIYO><jbM2Ah
z`TM?MG#MbT+{MDc7LrvFco@`x6=aDe42e%&=NO!{F(<BwEwC;yx!5Nhx?Zt}Gi%r>
zpk&s~xLvA}9r}T|ZHh&D_+w7W4Bw$w05g0e{r<@}iFpq4(!@VxqX;|g%*@HCTLMhz
zGt9-!j#W0Fxn#6wOOn)&qz)CvxZett?AH{)j%doin1objePYY7z&5@rEx7?gM8--u
zD2I3WyD6{u-|8)6GkA;1bjoha)^cM~#{{JUwV4ZxuB5SE#xp-&`cYBLA0VT766%G1
z|HNF-{EfPGJ6$CGnQ-<3D0EMJh&8Sp?54-rTPl~cb752=ILFYT;a1<SDx1$bJ<>|U
zs?UM<hlSeiL%LR~Hq|R)SU_=|KIeV7MF0Rh@SFv@FaL~4%fN;N0dM}rM}C9jq=LLk
zd~no5Ac8?)&xI37Z}{fmOYPd`IANfVDzEw_U%{+b;qgsBtAolKztJ_0fA*Q~ykjjt
zl$)txd6oxphEDE6<CLJ59GAP+gHzw7wSjzSWBB?7cE>)s=Z4^8pvScYPz7WLmS6$o
zxc36+M6u{aF^bAj)E9#OeR;j!f5n7FS~8IJ9uvV&j|H5?U1)Nkx(cQtH{*@^u^!m-
z-6_)8-2Sk>wdZ!>&3q8(Rb)Grq}r4Kh*7}Za=>3(@cD5;V9I1;{1|_De5$q1H8#*g
zfC;!eU%Q7oCp26H4d_QkanG^%CbDuxwRq)T`BY}SK-#5*{9Kt841Q)+M!fGb+YG;n
z7le5sO@Z(R?x^fui2E<ETqYYs#YCMz7n2E0WdF2t!FW&d@U>e+r4_>>x1zP`wcl|t
z?*>fS|DrW%_5cIu3dOty+@n4k4#6w`q;9>#M-cD-MBAW`8E*V!B%A;4gN`j@;!ucy
z*sbDmSf-9qfDu;RC(^f0=V+pZ0(AM4NLV-NN~`s0O*qCQsswfXed9&CiFoNRM(v~$
zMcrd6PmIE}x$gn0)VtJ;VWMix$4ViFP!qS<_R8a;Ann>|R&R7S6AS0ALhZA@=(IPw
zWmVEF%^sBLhc>~)6wXsoxT62>Bi)l&(}q)fqXQo5C_$HugeUN-Ai3w@$%j>FpEE+D
zWr7re8hy+<?PR*!e1p4%`ok^Mpuk->&%}OdPFrA~>m10^jd(XOz21xYw#n(h>KhY7
z_<m)R*q|cBKOiK`Q$?Bom2#lm@PW37_H&Du*M@JTe}FKbib#6Ym(4Ub?+*j{1?$P^
z9HL!{U(mdb(W?I(h!LI!#yL&Hq_!c@PPS-lT$WRBu|8m_;pDc-PPo>9of~|`soNt3
zlFxxN<-J5n51X4#A$HO1u6~=vm!ETn3;!_h9`sT3r((-mWSW7;#C**je|K`rY6jf1
zh1%~%N4qdw!r8~cZLZskg~&fIqUrnDGl@n0w-=Wls<>Qaloi35KUR6&Y!~hmr>Mj0
zDflWq&)T;PyyxRj$%vQM1zQWvtj!e8nu}dJzns)D3v11)qU$S&72->RLc6dd9F2Z7
zdgOcKA!wUkqpp@m_xWvtBH*aR;r3v3WzY-!1&{>}>DZ?WU>0TejEW8)_`~{MiA;s+
z+GjIKK9NYWTp8&gA`R|+qIfxxvp7DI(l6qr%03j^T9c9;eM0KSVsVHuJ7xqjJU$K*
zm3hu&^*zv5MjR&**a?h*F-HTSI^}&sfdY6{SWrh95Dm#gpeQO1hb{Wu0OI>UG)Sg6
z(U+c^s3>0tgP?;S=5<CcmZGNor5ySgW5h>YZ8nQ1Tqj>uBVwou;R?RZJ}3kaqkqtZ
z@r$@~mcNZ%GdTyKiL%3iH%B#j>P9LB>x$A`&>l;soocz=w|YOBk%R=UC+WtZU}E0j
z<PR$>nP;9<{Z$Hu7Hoq<nwZal9G{C9QIHV=QFuh>&NyRESpKgHf9C%yO=R6onQ-?d
zkGe8DPhQW!hNn8fk&saK5E5xh9G_fUWB-M0$+5(62eCLY*lYMvX<oH$M)s($_=W24
z1?u6qOs?OSDyzZPiUcmp2ZxEhojYn}L?mY)lr1z&Qgz_Z5lOT^Hjg&XPO(SbL3YRU
zTGc4JsQ#5D{4%M9ul1B*^{tyeSx@*>R?W^`S3^o5H&`>t^vSd?SCI`b0>+yw|JXF<
zAcp+*GvGf9j;-HbrN9xrErN7usQ=)ztRivkF$y^XC66`Y4q_;y8BC(we~*d@4=+Xu
z;YNZH_rt{?dO{UzXf4O`IdcN$bq-K~<bK3l+uG@x&D}{AD)wS<_=(%V@lEn=zm50T
z^(CKS68?SLmL1!U?HCvzf=dZA@ax!GJgJEzpm$4@8hsn^6G9BymUvr~dA%R#>ZK0|
z0>t_6DH}+^zA}j7#(V((JrorV35JLz_TVM`u4C;k%>0$E(JbRfYznImY^$>{N2F22
zZi<7)*^^B^(1|0bST03>hj|)mhyYp3R?+0m=HiX<vCB^t2so%G2N_mAvHi$sI)Sg{
zyw6z`$byDg(ne_YSA)RUK`wybB8(48&v=O#=39yL?6^eX(@W91gZatvY2wkhC}<sz
zG7yYVe<iiRS#edo;x}j)ya{YMNhNo8`=PmHni5`S?aTO%WowTp!2h7ur&n~5Vn7r&
zj7M;iLUO^8Cm%jO)qE4mX&1UI#MIx^-hBkm5hd^hDh5LxdE+WcVhmHG{R764vj8n=
z&OcNF{w=c`-H^O%^lUC511Ww)(aHGgI6~s5w*KQxPS(M~;As9sWHN6}CYb3NQ6pUw
ze8lFBeq(B3*`+VzDtsK!um1UJ_gC!rxbh4ZspZzroqgMyE{2G)Of3JyY65HVHC-M5
zEa69IId2?~vRPoD>^8V^R9-|!7IIBrY++`GstxE@j?JD|HL42%2CC5N=NRSwnp!SY
z-K$uZ6f~r)gMn>u^%?Wy#|JePyeGK;NE>O{><<@$U0{X#@JSDtbM#k@P_59u>x|cK
z7x29QztVZxq<jH{95QdrsB0P}YW>|yK6!vvYEp64_u;s7Is&sv-*D~&w?*NkJKgy?
zpM&?c4ImYLPWmuTw$rjuLyrgi8{CQ^%zl%oeu({NozSXMkeK4P?aFNZ7yY~TwO|=+
zdjSy<0nwVX<C6UNPkgVvyAM{`d@tSVRz_Zr-6Ip9e0G-<*hQZJlhG4~UR(d7Ctm(N
zb17&09!@1|vyB<@@p?YaE<Q&}%+x&5|GFc~A`|B0sotOLKk-K4iFL=avpFGW^Z0|I
z7uG7Dqkrn$%_CT>=eHys6=D7y+IbrQSNBr_f&fPNbYJ-a1%^+i2CP0JM6$l*FD3Pg
zb`nfD!8q{fLhR>|aL6p<W$@q~b+6Pt<_a7LLktl3Ge`xyku&@fFH?Lk2F^0T+=*%@
z*eZn>Hrzu%w*Ntwx^BDwH-G0(f=Eqhyd9-HVz-5A0^E4e*8M#Ng)KdhPu>`nh7SpW
z=WUb5|6>4{5MGJ_^V)ziWiS`Vndtr-(o#cMs)9NI%VW{Jh^{4rl?pJCtp(TfY3jJD
zZ;>9!FTlwpG_9h;nxH?QX8(uwDG|2$sPI+c-~r!qWqZg=10nD#s)|^_tnc?v1_u5Y
zZ3xI*w#Y}K$c&VaP<(OG+L+#c6Dk;|Hd0#-BU^D-4S|U+{S*PyxUwv}=^Mf+Mm8ae
z_!3R<sJ#O6n#|19`^`#qrY!r>hfH&atC_z@3ZfW}Yo|_1{~OGyZVE$ZGE(ZU{UYa*
zV)I({_702wG1vjxHyr+JH!U1y3(>jlQmqqPRjHj^sAGRDFU6wM?dXmsHLg#h>n<EZ
z{V-q^3@yeAZQTiT-li|%s+x)*=1AX~tTku3;a390pLnRwEL|u49?17Lmy4}i#EFC;
zjylj%Go;A*i2{Kt??31uoGZ*Zr2z}3fq=3X_K>pNn+Ael9O*#o72`SwQxKrks%Wld
z;84^Ui>y8@Zs~~b1dHqT9L;;g#_Gt^YK40IRt5*5>Mx_!KG%5pe%2a$vo}oCEC#`D
zJ)!U!5WX(=I1r9O?g{|OY~1yWoX7hf#QWoa^f^}c+gA2FL_|l33;?OaI2se2RK3@3
z{*PgzFH#&XTxk!ugE{S?+&3vdSGu?pI)y&2-NyTea-+Fo+|?7KHva=Z1tC)O+rzBy
zFI5wPLdoS1GJ)lfGUX^TA{f~IQG?+UIrpfdmq4F`Gyjc^yX=lT@*FBrj`LvN$KRrl
z)g3Ri{wo--^ZU<<R%p-X-x~hO5jC_y&V!*MaQ9sljn;QLE>B9{Z5VzNK9gL*o8hN&
z9bZ<D$Xuk(QClp&8<5vIUPZ%}lxB>2+UPiMD(KA$WN(v9=Rk{r*iS?k!0czA{!3pu
zr2isa;3*j}D~Jv84i%Q^KgQd9mYkAZcKf9Fp$bdR_eU$L(2t>&^Qg<b=4-jDJ&P?k
zv`BnR64Sx2-zjnbvHqCbj&6Ca+ya}f4`(M$N&kx#S0)+z?wheLS9i)1nB}I+7yacr
z4ebj%IF^5URi3rTwrg<`cR0PgpyB7Bymz84vX`0S>!1}^kSN4B%qmG!meQ^JU`{@p
zRn@a$PIbele;CF=jeKl&p}6|KKB1EEfc^@<xeA}~td{m*z&QwPvO>OxkBX|=*tIi$
z06Yi7iOWhNnNo(>6zs6%%xU{;`3;p+Wmgv$QHVbyx+nKD1U?N<&RItP^fKQ>jSAdc
zc~(chpNwpGz7zs@LS&!!;c>};L<cws@E8{`LvTf-VP9Z?gHm68Y3+)5>6ZqWJuz5R
zCyVXaNA>XXPxj<Lhl{Ys-}*crXX|aJgIkJtcq>->w^<^Bw}UC^MX#=pq2Jj$F8Y(t
z+U{0mz->M^$qVI1zE}Nq4fdbBpC0QPL^~em=O)&lkCPWfUk_65HvBKL8gl$j>IRIy
z!nCcz-nUcqL~J5F-g}o9p;u-zMZma;GZDTfxBaaf{o9+0jitGcvbrx{6b62Merhf*
zWG{C0Qf(os^E8Pj)gbRM^|n}vHcm!cbwNO5?pFngAO%6;5a)>k;gI|s;ht3xRN#<&
zAPBXH$`}Q3k|B;D1o#7-Re8isylbLre=$&ZDrGy(FnB|}#R2jeVGHY?Z?Dq{A5&3G
zW>*`Pn)Pda-%zzsL6QQJ4GBWfUoaeY*Ez60$RF;8_5uh93^>OUkc*Ir@ejDr-UQnk
z9^F$?Je#=94}6!BSVx5oIOa)ipZR{JTTTCxe;IH1B}ce1*(-`aTQ#<#m4#R>GbkBI
zwY&77I}?krlp*0*CUY63I_a+1W`|rFz!L_s)K06nkMfN^4+~k5>=8}tIJ`&QCHQSK
z_R*dQIv7NZP0~6)O!~#VkCW7Ty$D|opOh=`tTiBp0CeJtX7%eKFNIz9;jj351)A8f
zzp7ABK@@F^tmmG#%tKv&Gtifik_`Eone_H1M2IOHsSu8FL%njHDMVMkE_Lu=N}4kP
zh&IodGMs}f3hJODtpk$AW~=@A(#y)Mo6+6>OgHlMp)jPisV;0jI+1z>*<TNa&75P%
zi^W9yba+U#GyUSd^0}^pu2!0Q-Z!J-@Jc$C)~1oF2WhD0U7(nCijHYj=DRINi0=ps
zt8(3i0(aiS5;+I|g<<|*;y()enu+NBSn?lmrR1jqFS4Xaml+DQ?rNpxT-jLV^ouNm
zQY>gpfbXl0?@_HyYfsf|wXgEvWB~vqDa1Vx05+|+n89MvPZD7t7a;IFknc73u(>R5
z!$fASP~M?LK;<(@wH_M66sM`1eM7T{p0M|yc0{c=lP`{=Fz`LH_Z5lvPEgwoj@3&3
z`0YT}R8c1R1fO7zi#u!=O5kz!<+Po5^~Iqn0v10R(Q`Kai`f4*uKg^&Z9)Yk@)JS_
zK!%4#$iXmUpl!Zf$glDzb>4{f^CEj(-+y4#X4;5K5ZSF`bPomS!7-T<+*(DtzUX$w
zFu5->{oxESIhPh!eQmX#IN|fNC+88)oA0{H<DB}eGkpCO*y?-c?Y(hz+xqv!Z)D|#
z4pkH;I$L?IhNbxuy_8LGod-9h2ZAYN&U?IIgh3N9o6}BDCvwYM>zYUZKf&GG>~k;6
zms3Wg0B~y@wf&P=kzGz~7ua2I?nKL?Kx17aisxH*uG*pzx|f2V_Rv}7GtUU(vjhPI
z6gTqUJDC9UcScO(YFxe~fhTdqaBSy0-2hMZQr7WbPk%}UZni;g5lQFi7&+ksH=EhC
zoc<UUmHr&{BkK4fr=iG|+|QrDZN#O~HkqnsN2pW~CAJm4r;*h<CdIvPdMXy~zJ>cv
zVkIeScq?rQv5GkW*!7Q^MOagZ!c;+;wSGQpci0>64N8^EN$;O-SZ}P9Gfc>JB2`Ur
z5bI>-bYfSZ?~}R(KIf)0@U|jQlg;Arihk$EU;Uk}DhRQ9G}^!jMAHAM*}r0TA?s>o
z5I>1vTNxID(4?8p{_Q9BZ}xAVDzUUR#BY$ciiFK7$a}K->4nel=Aud79s2SV39>9G
z14&;g6@o3S*9uJpxiaBSK*cn7&4ozigWk|{nIGbti33yt2E-s1I8x5W#C^?A4cmOg
zCY?+v3bcG$S!$(U>RJl1Arpt_$Jv7?4p{SUnqj;*$IBfLi`UtBMZl~!KBtEvJmn78
zi<E{Oue-nBMcOWI#{|LaZ5}7#IS#Ln-z)r{UQWUOt1mC{EgdgTckCT&54#l&{*SvO
z-lB#bPit02>wa&`u?-^6$0-e>UvE=9vcKNOGAp+`Zw<Q?jSGKhakO~8UwR4OllD-u
zf5-p6b_?q8)_%HfU?8l&BFL+ykJ|0*pmU0r$0lm)@uG!lI@d&iA%7;Bil?V!%nvw*
z!scx#LkuDUF6<~h2s4&%3I<gALO}?W7r;sqbm<94H0ZVj93VhMQVbwN6CeTS$@yRy
z0L6gi%8w#qw0GT-cg+w-h<AwZNy4yJ#WjsQE4e|`V47EWap)i`$4@s1A*>||!TJkE
zLJDdLgL{U+@*Y9)frY=dC;t3<!m=o*oWI8<9aD?FV7BYj>mFAkR9YtEU+Xk{|5N}w
z0%?t{j{4N`Cs^&Xo4l22j<uSySV~t0X-?V_1fqiW>{ESzptHj87cpIhaWg(*!~fSq
zs=Y>|k1a4LE81Q*qs3N6nhp-cURt{iIiXrur15Xck2-qg6Zb(y%-g6cs{f^r46iFk
zO7oX2s5Vp_CTAjye#C#@lTtur#+i{W+@e>VSnS}uTUeaZ@|8}glmCy_6I+SB+?0)c
zvP}lh#?T)jP3r*TJEDKbk$jkWZ-j@HI-$==R&{2UqT2!k#s&fvQ5qcflkfiiEa$-}
zZr2k_o*r4%QRlhEzYI?d5gzPy{tM>&)$nsf90~zhVdRX%&V_`?RIdCCL0uHJ`BsRp
zxyOk7Fc6>f8X+p-eDF9f6f)daDDPha8?0?Bmw9wg^#8=!Y3*Z|dN<6qY#a)jW5wu7
z44h!q+@1%u{flYaZ54JNTJq{!x^1j^VYIrou^OluFDJ@eV{h{QFEA|5+XRmM>x}R@
zp<UEPy~jQI+2Gs6x_;x5s`<;`hL+N&$Ho@g^u`t(4_X>nS{;%OLdfQ6B@0^%U$lfH
zu53h05@=^_?YnQF1s=lF%L_q=i@e_N-Qm@Axkb<Ht5J=+6E=RW+kfiX#64P+NT&C5
zj}dc^gI}%_VUGm_lKgTmX#<Ct_AX*y>cSr}Q@rZUeZ*L<rJRpE1*#42@~wl6y2(3*
zR-+{28=#AbNS?&*$yn#G%u}QT0V0D^AiQ2a;<3s32ZRSlf`9(B3F~L*ZD+dxzk@cl
zGq<YsBdWIjP_HBBwkPCf)=NZW(M+ks2^u$yx@Ba&F`>G5Fb|~`vlZoKuIVo|5edee
z-zkbzg;ob}ehhnwV5EDKfYb%pE>!4V;twN!8BoglJlxT9uyYf3>YTjN6ndk|g?|-`
z$AP><2<r3UnFXk%CE{Wuh9<xv!~U$c5xH~57vh2d?{{i5V>sF{N0%o4>9#WzYw7ak
zm1_%pM@*u!n3PdJIqVkQEbc*o;k3Pgh<s)>2X~<aKk}T?YMQPnIJVq&jV*7U6!_AT
z*Wi@zn~i52@&AXZw+?EvVWReNmmtMTNpN@f;MO9=-L=KtgL_MHcc)mf7PsQ=uEpIw
ze0koV&cF=$gUm2+FS~orUdKW)D8<HEGg5ze_|m~6nNW`&rCrcz<TGuRmg?(J-uRp7
z6WzZ|OkmD@gABeR4qFK9f#&TOCoKe{p+3M9dHqGTS${x<4}utv(SJa1k&cydTMjT|
zLrTp*bl(DohS<yP75at}00A$6Z#Je6@9DCzf>$o((E>K5ziy%y$bn8mWaCY|YK|ew
zDmHco|2ZM$v1t_;HdHZt?VP2V<KDk}oXSYBFxPbcUJ@-9(h`>?;?}R5n35%a-KIoj
z<ahf=d#&xN-&cF%^<pg0XD_GJ$nW5fHZX9v%6i@FeyMrg7kYZ18`0@l?SIzj3B4L#
znP|ItBADp7x=?2qxj5kVTzgv_^L%k0i}N&gzO_#^@YuP+TwoEtAC|E;6tX_MDpyba
z_CeTjF#gd0S@~$)-@v>#t)&I8kr$Df$>$w0|2{F#zug7e>k9MBEBOX#Tw=Vmy3Icy
zu#me!03HC+UvW63;2eH<3A{}kGyzaB0tHr@MZFH*Md~`|C9W4AQm9<sfC(HD!gv=%
z2R8jd2-pueNqhu?H&MG};Ci=gu!rpg)RDG`K+boklzU)q)6{RBCLj-l3q;yank=6I
zc&6eAh~59i+i$}3Kok0^(nwep#-+bhVPpj0#q2SlQN$vslFl0II=cu2fW7MPTEEhZ
z4>7Z3{ppoifvra*?6g(`+J#t7071W#D1-RM*M}e2|L%K@rvB+HF4l1$TzV+Ne4B)a
z{;7;ybq4eCdyeDOTQ=E}e&Y>q(5<#?I$NFYq)u<UmT~A@HTRmMZ}kqfLFUVU9kLMH
zNn>TwBZlTv!}hI?BW=883r>umog`8|ARn-faoaZ*$!=AIdl_<(UgBl_A%aKmY($>0
z%WIq#Td2!Qc9GGmkafxymZwFE5i0-9BFH#5Kcu7bL+#C~CGR7Fn~7}1E`#Uu<hT)m
zH7|mj@K~<j?UIp=aFIH?%*mj<%zn$Gt;^w!|Ihk=nKK<?i*u;AWP*5Eopt&-W5jP@
zVQJX44P6_0LC7W~@bDd_;!K^%p^=BQFph)3jcKJDG>DG~Db&>t#HY}(oFM7J!>^X!
zu#teZ<h(R=mHcqh(bvz#Wr}N65ORTwpBu6TAV-$a#wS6dlGGqTprrMJph+RVAkrI{
z&Ll>w0VL6+of-7VqBTRe=khJ85`Jo5Wh4bVD4MDi|Nj0N0}x56xQiAFo>f*ormw`F
znJdw?yEbUF44Sw9G4EeDZ_Wq{c!;X!c#>d2gOluvA|b@&bfP77D;Im<G9TRSpJcu<
zCBc*gcIW{E;=~YaV4rG$r@`ac9}Djb9rD}?IWZ3C6!~Fa^U1E8#fEmWz}qTP!(OQV
zx6gE#)ipsSxZrru`w$gO4zpncz#l%6HRu5wGO$`Qu-f#1UhhcZ1|u|!Hr^GT1LZeH
z6mpdm&Xv%l#BM@saU=aETeB-Yh2<P|OZaogx^R7Z(~Bs&aIfKC@-!#ZD&bx@)T`3q
zi;`5dhf5hP6X&MU^@apKi|DbF<r8DiTrS2)&;Yw|U;BoL*OI+l8Rh}e^JcILDKnVY
z4ZP`zH`?qI2iq8QiTAlZe2fjx?2UuNd;_2}g9#D3sU#;k+M2d#-#aM=>dK88V!TgD
z3k)laKjB}bM14EDNECGEN<eluv>Je~zYmi35JYODWlWGFU3Gx*gRp|~jw8C)f5mn7
z1bYzOj_xw|d{m_}69N5P^d;$1DrHBB?0ro1<o>YtHTM+dqgOjps#16s*Q0P6wXDH9
z>pMxet5vSL|F@F9qwgCV2=yAWjIMFTH<wI|IN^k*I?@g%|I^#&w{6s;>^wM^8g0?N
z<*#&O>O-p6?5_{cb|SD$!mex&-L^kDU1u<cK|1`RK8Ok<^|aY;&|Uu(&pHC2u}l0@
z%oBTb+XA{+afy-dWxD{NFo*ot2ULpxxZp{kqW1s@a6A0RtU`hf`X?A_JAp`%Oi@Cb
z`P;Fj_tx;Xw7;cVb9l5^6}A-WEs3aQ->7B%c>7hBCcja`-Z-;^_ra5IZpU?9>f6nU
zzRK%uFY&tW+j4|)Tf4)`^ZTa2i@(+1I~E_O`ab~unqJ#gnmeAS_L|o>E|ynvJ8q6p
zCps?fU|s6dWbed=>-kLc`qP2?f|%D_^1Xq_p*?fTM(x+bIn4c<EY8yx?tV5>!LQwU
z(E8__tf~6vBnsA@46^V!jaz2+V?(`ZJ%iQHs;as2T5{&^WQ#%%!pMfy6(r}(n2>@^
z22A1TV2BbdnDR;q;zH_=FsWm|;kdw!LZCe8#^Vt}2nJj@p+S%jocO}SDQPxi<I6zu
za%lL$zzYUEX)z9#Fadc)BCv*VT_RuKGFpTz2PD)z@jk&1J&cM9h9wGvzyii`0#uW0
z!;@&C@JH0cyJy-au=~6qHAc7y$hyk!fo~rhP?3Tc#Cf6cdiMJC_lLDbQ!yeUd<!e;
z^fpe~T@yO`9By`Bbwz<%Q$a!IB19q=m=yA`U!72wxaYec)Hs`YYgAb*gHmK29@4DZ
zFLwOoXWIv=DeI+z4gLY9$s;Ul<`q5BJIO&9NbjvOI-|n}{Q&k8TmF@M8b}SsU4WXl
zFBf-nhL=DCre(gV2FrD_*)P8d8Gq+BG^FmOH=%rvanh7(V_Q-phN*}?v=3R{O=hFL
zT32g<&VXdS{p_pTDe@uYr6&a6&dv0aY~=fCigDf9N!>V}Y^N^sj;AafmF0_%O!;V>
z3Nrs%9^tbd{a<EvuRhtUCRl{9g&6v)*8Cu#d?IP(P|$M?d_ffHe}x2E{-o2voFdQN
zJQ%E{qf4hilymDb>N^<k4?IhfKHU47LCf*xMrLCvZy(=*ASj#`e`-lTqV3e*ZTI{s
zW}oh)`=c8y2jPI>IBC_x@n5=>F&?pG5bi<N11h&{C=o9b9=7slc?KUYi+>S4VfjwZ
z3<!Y8E7dk8!Wwkiqa=&OgpE&(Hk#2-477+zTo7=qM#TUXQo%P#5SewwC)e3MWV?}c
zz599wq~PqZAO<whv?nq=NIDQFbP~0i2gT413l<2VeITWMC{;5ZQB~rGjX)V*BY^<w
zi#%p9toaVt5;Pt6gr?Z*IQzq)Kzau28d8fYGKvr)A`d}@6YTmy6zK%cLd1uoAc5aA
z-AqRFC8>?R=?uOxuZ<XCxH6?ZbmxQs(Lg}Zi4-#gI8MDbPKot6**1$40CK->T>hhn
z4FOtlUW9z+#O@JeuvCv%q_3deY1p1Z>cS0^x()6wG64;pt5A#IXc34eBO!{{CbHW}
zZVktizQDxMlM75(k{b3KIF!foMT#bv0SyfUufLGfAfQ(a!TD~=OfK1*BqI06$-<SD
zk#Amir_fi9Qe`^&oTE+=0{wHuc3HdcNsO&DGA;}uYm}wAM8^^7^E8S3!tSa}U;B<e
zoX~we{!!kRrCEGlvi5nuRT2rumCtisw}2J1lj@E90K9LxYog4-A4>k(hxe82TkuE5
zNqkn6<-W1lg=+je)BNjq4u^Zp>%10v)-(L)1JePZkUJFart2cdx;pbClSIe&=^M6b
z)iAc>3LY%UZ3{B*SjvL-1_A**+Cr(vu06jO3vViC7N<PA{lt8WZ;~4}5*p?2F%kaz
zNPMD-qJM!J`2sT!U<BknM1<zkV|R&{!CEPE_INj1@q%}>H@|{y+!YEsN`Ct)eR>O6
zll^wUZ+jJ~t7M(i>hpN?ys&z^$ciiCI|1XiT&+G&bU+`!oI4t}2AtDp;@U4>&h3eA
zeBF3E{f78ff8FINeCJ<pe-B&OeRo*(d#I0l7T0ZlZpUqEzrE|%HhR2Svfl9BuH%P3
zbSZgmT&C(f`dzim;Tn5C`ZKe)y}np3<njj2o!F*+qzLT(jW-gGtH)Ke(G%ovb$7;D
zr@vG7l#$P?8B)RYl#<*;M8rpbePnj2NNrH@UWN=4Ny3aN>a!DK)&Qz6k5dLBY-=RZ
zjf<yAY*C9O2@-%xOcBb+ydYwy<uPOQNke+MA(m=pY0|ycCID=oNVFbCl7?WEv@S%x
zhWKqM90R1k@{7I-zGV4m5LbYl2^<t20)Rof#|huMaGGmnf*><uKO4!)nc+{1^T(?W
z_;DPGLaA(4m{0fU{o90)PC0k((qatb0hRabh3ay|SOi2u#f_ag4rH;Z{kC-~>4&Yq
zMl5%T2E2Z<?htSW9zxa!45jZVY7n#RwDC&GQM33C1j&n0<QFR2u~D(-Mc?6DF~=GP
z@HZCd?OxH=Z2k<k2IACE30fRZucde-W)zMeK4C9Jxp=i0EIbmYGp7M6r7#k>ih53A
z%^jNz1{(wGyW0lUDM0EcwPO#>UcZkO-wRpcM<fDBTd=f_%3n{kE5e(_FYV3mT=*ZI
zhG~E87S&VQK6o@u9Zo;qXyT=$Wrek{XU`2*vpnku9Hq9<owZoH&?l>gHYs`UwLE%g
zy|B$>({5xPeUDJ7M<3a;UEx}&-94<;9quIzx7`8?NE=*Dkn(gpKI&CaR3?vnD{_%(
zM8u}gM$tnk*4@>p;WAP79n?1a`HcU5WH3}TE$Z&CIOr+}Z_WN=9jfUN+FFUf7)<pi
zS<|L-{)qCO5I$8pW*fbph5`XCG>6zM2n2_K$BHY%ELC@;N)7_VDdwODk(4E2Yck0)
zX`0Vvpxd2VG&*D~bEw;A74nT~>l2xQA}L}Twa}2@8PFn;ovY_F!$NeFpQ=Ew?6ar_
z7FfSYQ~^(UBRAcFlMz3sBMgdh+cT!^{23;BpK5uNs^=m&Ta<w)Zld%kE+(mI9XRL{
zO?eTz7l|xd1n^#vGMp#4Jmw&V@ouQ+y9m*nH^f6v!OzCu{3d-23vOHFkG&~v4VCrS
zL89Xet+`6wxYmh#w2^)`dO!Ku3Vr~I;2wfhFG93Lm8vrGwUkRYQNdy#wG`<olVi1`
z2g+oq8-nv$PC_tWCh?=;AM(WrE$NNH7ZKC(YUBmoK#>dF(7%BY001x?A_<zcfz8d>
z%u{IeB7{=?;_`;9?L}uYH-CwABv-d;<nP{}#D@gB3$OE_$Qbc@E(be>7^*adA&x84
z)EiM(xzPSs|5jK_UFCivHk2X=EF~ycx!iu-Yp)IIO;?y~O@~#z2sU_vb%VxNx50t#
ztj&BSCN&|XeY@5|kUB<#^hl&%--jgE3cbc$UF12YIiZ9(3*y3n3Gv54er8hd_r9&J
z?63%+N458K2EKlb7q|!r@ZbMzSPBZGPTU2#wU*Q;Xy|>YbR0K)h`=FX*k;fRt3?E(
z*a*D*J=IWbVkZW<!ApyGk)XtC5Iuoox>7o1tu2t0>1h-UmGEgLB*6-zNyKx}39{a5
zKU)g&%Bve18yzM$bIb>@)5Tn03X1E;Td!U!&pOY}_JLkkaRWL2=j=6pcMG0P?axC{
zl}>?Q&d<#&cToR@p!53=(5<d1AP&XrC5(J@2YlLJe|=kQe0E%E3T*Yh)_yN0{&GnF
zEbisFzvB4S`?h!@$9J!g9_YQVa^LQ8ZqL5%@tRxHd30IH_PSF%a^7Kb$f~qwC>;2d
z%uQ#&XM01t6JgBZGnkP7x_@V%JzeN6snomJ-?GK4iAYH#?W}g+_VT3DCWOz*y~%<_
zZOjeV{-KZowNHE!gkC`gW6dj4VNg*skgB~ys{=$DL*#MMykYZ##)I5M?qo6m4C<-C
zpbwL#1W=HpmK~}o;tj^&BWtSK$jI|vK(Ik!UU*W{9Dra^p-@r#92p7RLGT4~l8Q<P
z?6e5>K*DSRK%EQJhs>uJ*q*XB9~PVphP~Apaes3uEwtMMg4cgt$Ex-F0vGRWf-;Q~
z9|Qn|!b#i9{q!uJGHryZ4VK=^EQ^gZL6fv(Ke2Fz1StLfN_iZv5?&Ld#+;nkO*G6l
zRFAOXJUGKe9D_ZQtvnA}if@SwRj<0myY2~z9=hvJq&5(IiTl~!XD4^gkW@Wu{h4PX
z+C%ww9W57gQl-Ql$7=WeT>7IC=QnST+(zc)jrf;Z^a!*=CK(A3d5?m~3t0%TwSV1A
z`jbCzY{RDlc-!vg8Md7LbSh>7vwhMc$=PUkU;_c+NJ2{Fm@s_sojT;?Y(#5wmS8|+
ztq}ycsZ{zAjOn6NP>(aO!ZXp3sZh0|iGA%}zhnNW-dD1O_$#y$NccxEcCA6qDkmUt
zY#<B0oJ@yQEn0W(ts037Ag;}0FQHguP3Ew1wk24<ppY5+8|m^J@gt+F$G!coN10X;
zesuhgK8sSqUtg{Q=k&8_jZ4+-3hj_HHUH}}b=4_KY=RNrOhUkr9Ca;=Nu+_RMr}g0
zd4@A`mVMdwEDQEM%e<|k8L(0w<5M?b?5``%W7z>0Xo8*R;}h{%1V+}}X56R6kn{ss
zYmwum7<Gq38e6804Y9|Yei%lKRXYrRFHN6J3D`<dErKyikEEjLFoF)s32!wO;Se}K
zmXj1~eABF?FXK&|Teh`({n%*Qv@D=)pHt(mFOMhzhhY{q@56^Gc_XHM>?(GMxdlo&
ze$_ev;FxtOa$Rt79pG9_GWlO5Csj|Q8prWiH0FJ|p^TkBkRpK}gvTd5f(slIz;((A
zJEg(og5+3qbHH98qj==ieE_u~f<KTW!P>|8CnLqDpP@5s4MxP=|3c<lB)_zSkDWVE
z1|!b);~hriM?S-e$CuQ@x=XSN8f;7jQ5b1$Y7n=+@hF|}h2v9sT1AqI)-c>7hZ<vg
zUQ$**;djkwSw`gESwDg60`Z~a(%svsgm%zX2-$glpMH`K0kU}45V7X=znFx0BP4p`
zQ2Bt!fAC<LDS`?LZ3P1<n5rDWSOPDD{cb2OFz*rwc!SiV2%!=>V8kxuo4jauZY4Im
zx{|PXaetwVEcx`-ALtSn{mHi|0R1R2OzF^vwwZj>Tuq%P9`HdG2bpkHNsoZvmp6DO
z-Q9l4M(^yHe3j~2+w=qJWv*T`36@1a`DKbOd`5hnsQ<CYUSgb+$|E`Xs57glKn6?E
zp><QY-5$drAw268(_iD&)f7_kOU^_t65EG4k=AF@2L80V(zXO01Uqxh*WJuNXl-$#
z)|$6pZ0%k`&Z8@lL*-$iO8~Swy)W%6VS%cq`lJ&C7j&yfe?@&1#U{F1=ehTKKO?M%
z1wXVfxC`)Uhx97*?cJRH2+5X;Px<_QsBB<#)x*G@Z(xxSAqb3ijYISBkWx?BG(}2^
zaZ*aXmC_O2jZ`2VcW8$Y84Sb^PasyqOz^Q)`&mKNnV*l<g^L(|L(Xlw80!sNYVyBr
zGmp1Eo$-2#z71H5`E8A1*VL?a+$FvqcRbi#k9VF5T}-?hL){)0JHH29kJOzj2V9GT
zI|E)%*^NIu-=`WwkGq0^cW2Om{ku-bwVPAo+`vZYPA{-}?f&e&u#xX&3~>(hraWRJ
z@L`?*y!E!G+4$`xPFuA7X<Clm7}^zPz2QFIqfa!}5^$FE#VV)H?r1TlAJ>@gYgaI|
z-Rk~~v#QZj(zUm2`H1q}u0I~aj|CDrH0eKhZ1XVt06|(=K?KZm-XRk9io=S<fC83X
zRK>!1K|G@G6*svF2cU<!fn?wV;Aew+C}PXP`+8+fpnWvdMey)Y_-%3dB2#HJ2@-=I
ziv8}Cy=&*JWc>$JUaVbeN<eTB5Gy%Y=-`p~_j!o$@?txe24a_hhVZ6@V$8r|@9f9X
z>U4T=s!84KUbhgPy@T>n9_HcM-^|vpZn#P(!I#Mxu*ksO(XBQTZk!OEc9p_jJ8EdR
zFKTy#u^g2zD(!77>_2Yx;Tz*b5Xe4NXjMbB^#J?BymYJ5Y9~Se*$eLnsLrn9Go)L$
zcuSKeB$=&vuT*`GCkNe3pc0(<g5stF`+k$Z7q7fJJm0)qzO0k|U$qm13^9{Q@%pAo
z0GGC?X|p2y#s{TQF*!NORW|jTU4yj*>0E^?#httVDnZG<Mt07moGbZP{yCQH&`+{U
z)(OfI)7(ui!Wu&5q0?c3@*^P%({9EdDSo0arH-jTK3@j2Qo%N=+%z%5V*O`jO|Svb
z+ImkSsBI3`e;RaHp=+}rs$#8Vu}yv#Tubc>g$>~7JXHac-Q>rHjvodgg59g}%gL2W
z|8S`Z?o8;G-@SFgV!NH1%Dcqn8PHmCEl+h<*iWhC<AR;44MTZ#WP=NJNs)qSya>?>
z8DNLaPPz=AqwvtT5fFZCs572a65?toMlkJCCr5KC&XL;P(llCC=m}>Rf-?3hSTPwe
z%znU0f(0V$8;wTf&s||3w_^K;{*>fM<k8OPhk=ZwPJ*Nts9b;p3@)d4rLbjcQ6-XL
z6|Pysath?ePNW}UqIMI48oO_jV*zi2N<%gWk01=!)2;lvxT^?*(j2-*&Fgnj_#m8^
z{)zINY{@Nj7k>W(msLsr+HATZ(&=BXA6P8D<&WO!*D9+NEm5h;jA|`qP3Dra-Nd9{
zQHqRGV&H!f&Wcku#ZJEy#C66(xY?g<yxSWsRCuQ<`nMJ_;R7P!9`cvb0~r2oq9$N<
zbJ99}V>5j~6=<YEu}%d);J}H4)Luf~BftlNbY4((gj|<ORNW_bZO(@ZEjn=`SiHFp
zxfZj^jgJog+7U~gc-(BHr~ErUfpl>$YZTkBVlpuZTj%I5?5&9+V~XCpE0-4Ab7LFr
zkEZR2hN5xZnH(#Zrk6f)<Ln{1QYV8$=0?@x56x|(QW{GDo@WE@-Qff;Ur<i5txjyK
zB~u<g^U;L)al1II_vc7hex9GdhG%~Xxp{S*q>cIUP2Y+JKb*QN{_94bg6*9`MuXvE
zihnyx6T*iYBz@`D7oQdwvyw7Gka2{edtdRi=VNC#E}KV`KtQ;pn*_qw*yJe&$_I(=
zL~<wkT!OPA=KM&qXgkGN24^&AUIe}@1L+(FzK^r>&tDaJ`Q>emD!qC6qH-!^eCFN%
zXko@k@7w6(v)@nErRUz;Fo}BQ>TJMQOfT@@dd%2y?eV)PYJiB_%|7*jGWqk}KmLu^
zyVJLqec`-w==EuHXMq1nYN0WOxZ9@j^ZiS$?|``H*T;dBxVL)ewS{AGk*g`;=M8W7
z{mKb@pR*`;6|o1XlxK(k`B=?bz-bJB_0tG1b8eg2V=r;8|J$SWdZWc%6=vxghv&4W
z`hXFa!-ID(D%*$E^HFHK_5G1paj~<3;n>A+G?ezQC?-Zm;*g#ICN(}YClxYH7TiyS
z(7%vuX9&0p8Wa71N<+~DPeAe(lw%Bk3H<nih!nW_fJ!U9!_M)72m<!V+X)1Rn)1gp
z3?o2;2}uqkgTYiD+nY$>51X4QJ?}-J7?)}dxCL5(pJqRT2T^73RBXc5x#SV$Bm_)x
z0qc?laQ3Kkzi_<y#Z3>=LS3gor!wKn{o)*7HHiZM7Bu)1ovc+(3#!Qm4BeYL;n;HX
z4XAjOCEmE^7~ZRR<17vw@r9->g!VL@haAs=yQ|D6oH#6eH-R=e&^a`xw!_z1iXH5Y
z?mt6*<Ynq;(puGpuyu<f>ud771LoObf_ctaMl;Ima5z<y%gXHE+9BdG?l5>gTA%d#
zTju?=z^XLL#nwNwB@(VX-~Y_O^LlDgyGy|9X5WeDV_KTHJpcZySnAQkU|BkGIhAFy
z>zNtij>?UMpdg5OWk3tFk{Q|D-Q^Vfz`8;bJH>a$I(z@(C$f_@t%nwNN$O__GE{2S
zkYFN?sqn68^pka5;N~4gkE5x`(43N<GNK+TMM!3X1>^Mp(-QJjW*uqLkMI{Kn3$8M
z*P?PyIX|F2Y|BVWbQSw*fYzLk?e(P0bRY$$^3)i4AbE1WrFR|xln^kO5DgWnpfzD*
zBp93&r#dXhoV=4%fliLB#&2k!CiA^F4Ydx$0+Rk--=GzXCgH<2hll3Oc8FL9(u(gO
zP7Gj12jjt^O}%j`rY1tcJc_*#W;FU}JCj9}dt<b72+br8`2~0j8!!!jh!68m_!!5|
z4k)y<PeXhR%ivG)OCh2+0=Q;kHfw;#yhfI}j8vO3YxpaPFR*wgoxHh;g(JL2u$?tQ
zkl!RzsU6{C9@W(rmdHhc1v&OJM|dz$mH}BRsSREczent5Hla$dAcE|?q(77LDg@si
zO@{O#pUWa?XNXux^f4GVNw>wPVA-O-hr;&iPIl-JAj#4tE;&MeUr#K6xO-ci<F@t?
zOOO9!VOfv<vdn%3MF@lIi3PuDgw)-Q?cNySc-#~J$hEv!)$y+oflb2dTM6<zX~8qJ
z1GvSjW|p@bs85Tto@g`f=+*~eS8~I8YkwDa?)Xza*SmSZ|G%=0zhhS3@*^Kb-;>P)
zOBnvIw#~Ha38gEpmav9E|4o8_jWGSUHM}F#!d2oCEVp2Kw4y?DG@oz|TdVTe0Y2P!
ziadA&9)d*Cb0wt^V3!>&7r5O`em>j4GVuo4(mN<ywi{h|Jf@0GFpxu{x#`gJb#{YG
zs`rxz*<Db`f6poiNFpPEL`6uQ{~J$HI!OdhoKSXz8S^NU875&lNuP5jhAZm}cwa_y
zv;W!aIX>^$>!3gP*^VnUTDsVacwTT6YOy_T7WQ~OUw;*+5OaB{tO<O4$~5kLz2jHj
zc-hy_s|ghLxcN6FMUQj-b`M<>KV5?Mj<dcs`|sTAi#<R0fA7?PgHGYD3tY^{2pfC*
z%otM`-7ks)MZ8vo?^iGS?JM7WX5O(IwO&nVvjxK3<$-zud#@vVtAA|zKe^IX<p|wf
zT~f1Ah~5Nmg{0t|2zPoO-#C0CI69Wq(!^n6J~h;sW$nxp`=R|#DJk3>*@q^dQVVvr
zEp+m|UW$YisR#CKOc6n1AO`?AV)$>}BFNvnL0(rdcryc3Vh*&4C?h6a!1TGVz)1)B
zS1kYqfs&;sjF3M6)P{&NHu@nZ673|F7dE1oeGoB<KwCBC;K78`gXvUm`3Ge`SkOW-
zFW??fG3j@5t=^%$NYR5qzcy0OSzZt?RvC>IRwYse9+B~nr>%Mx#EW(!Ka2H>XzDTZ
zEyeT_^G;0#aQ&`4db-uvh4bMSO6j$Yl=<dPQ>|oUmh!<l@OXjE;rsahD+Nx+Ig9qM
z?M=HPp6Mjqf6L$6Q1=O6Os;^>#0>n*3sYf%7q>@@GPcXX`vyatDxPEdApymS!jn9{
z$e)>VCJ@~ox(6t~VV$P8PHP;uRZxl^>Xxnbo#4u!FS8$-H&nRQhQ>BV;zCa+lx%$&
z<5L1&*;}yO{5R3nc*-AlZUi;3R~?a=J4<DB_|u)%z95|XMDP_6%u*+-O5@T-^)rTf
z?2evOUymm^+Jz+0ymur0swL4bs~mb@eu8s7f%Dc?9HMuM9RMl*s?Bcejb-zpQr`}j
z$VT9hXA+-bEP6pi-VO(<Q{&q<J#_V{oMur+_J8UL1GF1UAd>(j4S{STlG8jCg%yAb
zczWPM8OPLP5&klKz5vC#go67xFhUb-w64AaA`>VT51op?CVdvuDku5QfEGaBkJV^e
zvMiu)pHav+p{~EFiba7Jd?OIkz(yxJLDxP$<&#}=Yb5bxU}1{?WF#4H^ARO>4o>3z
z!4{#HG%~rymedKSpHbcim<Gog?gsvf7{-6o5`UwYzf|7*+oCpN{+buXw+n(h(vVUQ
zf0xI{u9Z1H4S1|o{bG>E3wLE&t;LUOE;c(pZD$pKbXa6ZR-RR$`Eh=jzQWSFtQg`)
zQc0-3h?wQACV*dVQkEdDs&J=?FWM;W$qGLhLBzXW)JK+V(~e(-Df6E+qPmDAP8fEw
zi8_V>&HH>I1qba`H8%ylhXw^uAzf4FuW0l>{wdy@P4*=rr+jc*+PfHPFpH4l<KGb>
zuoY-lCdon)s)Vb2Y={1f|9bHxo2iSsJs$o0PDn_uKJcq+6#~r{E;%+K%jW46)R$-D
z2tjqL7UqfLkKE30N3H|DXm}PU-ScZHd%1MyLTLn}*nvS@&PbK%g`k-kSh8Z{N2%4(
z8$ZG>^MCUJDpr&0CjB{d6=qS4#~7uQ8x6a=_9ud67EZ@)FqFh<I7EqTI%o%YqX9sR
zE{~TQ@cbJnfIZ$RuOBBoYxy`ojQR%ILjJl3`2qC0K<&tNq=aGAOkhL{RS|N<{@LJQ
zCtclwmiz|&^CxJpZ(N3m+tCZUHJh>17B6#k`*VhGZrk(WLhi$Hi}uFG>t(;W{?=&B
z+S_X2W+{88NWcjR2pI5swz3i5@p!so-syk+ZZfb#@M)!vJy6u=BDMGV8*uUVdfonQ
zxqa8Twd2A0Is9$q*V!|>*wfjJ=eLggh1VMK)}62cJ~8*V7P+&Ri=fPfb^o;$PlMNf
z)=Hy44!hUdh8H)*N<hQ9i*8HTGb5hY6v4#mOum5IBF;b(@vDL#Qsbnv=c8hx*6xn!
zvpV7}DC0e42l}6<+iS}x**lqXSmOGwZ*8*R3@AV1?#0wfk?_XJ2Eh`gP@(YRsCh7(
zQUF{L8aV;NfED-xwqut5!BZ3|gNNoPrv|{n+<N!|avP?a;RYbkOL8F`gehzjl3>E9
z6XYaF2v9R=RE%hdtI)~kJ=>c(d{`yKQWoJ0BP~JzleGZ1+OS}O>kjVj!!g-WfrBnW
zhun|I<Ij5jXLKL3X;*P<^tACh5pg2xTCOq0_@47ZK93w2cv!Fjy)P&WBSOZ;l9Lxr
zw!tNNc1ZiH=$$_93}3g#`EC*O;gsrKKEMXcllGR{um+31ZTGZZ!~qtgj5$S*S-z^B
z<RWjM#ca>L2AOm%#MAL$5lah8iLB8EvUS#BqhVX_Q$mKG{=lKbx{;gE?OAK!7&?Bs
zeTg}f-#)#N(vQ#RGV+Skz*0ixPboQ{8;@8X_hz?{{_n-x14(Nys#Q>6t#pXq8qrG#
zZ`+NvF93JOHZR##>oxDT#bU~fRD*xvw=x;GTPUUsl;eL^m^GNC=>hp?k-)a2*^P><
z11R(vXJwY-P3VRX%=S|F4oNcfkW0g0CNU$Ylnj|k5~P?c{|CS7vl*{qTQ__V16dv+
zu9jjrV=;B|uPMd9I?m+%gpD2<dbo8UIAqS40??k_*mXn7W6=u2v_GYc1k0S>#FS4?
z&8^;9D6K(cUf4SEloK|KLoY2!7kpIr`vc=Xd4pkd;acNt8`ROnFgG|asR>Mm?C*aS
z`b=;|$KS!jQcP+!zL*Y1$k^?qGr>Zeb_OF_bnQ+*g2im+W*U!di|m-nvpzD>+3phX
zAc@DS!#}Eu=rJNJ_M#O9Zz*<j2s}y-9oNwKGLqco>&Ea`Udr;$!wsU+>QzeHCCR@N
zf0SfLKg4>8pP&{myNoB&<`H>BK#RwXEqcJ+!y|zNg3*u$#KA%^cxo1vf+16O?^9g6
zZ4GOS)inVLfy8jVi-3iz>|T02M#3uZt<s@Dvzw+6c%?PqY9DejVf)kZ!Fqa~3qRTI
zh+8w?gLS#pKq1jJ;P4BXEpP6EAoretD-kQkf0HATpqn)Ax`L(Pf3?Us=<4!wZH6EQ
zmnbXil$oQ|_8m!SW90{hbnE{rkw?M-Ym=uAvJ0cJqq*a~Y$GbP`yPaaryiW0(cLWE
zdVvf3t2Ag83lHSbkc|3taB&>KqXTk&Kn{n%ejMRPgo!qjG*p4d;2*Lf;-SeF8e=L)
ze~T|GGJ3)(=Gr6NfPAKtMczC6xx&wF%oFWb-!wf%0-nulM6QPA*xQ@kPoF|^9bX;x
z&)(LW_amfG1I3<pqiQ;zZd+>tUvX3c#@R1>2SYWTBHkw#H3K+r9w(EI#vfj82ce0^
zXOFv^<2%nyFjB<sL(ZqS^~SCJ)8oM9r=k1Yn%BF+g>Ntkc0DzB@o5zCJw@x6HK}Gl
zw~bris{h!saJA2M$q2M%uV=qTVE<5wNYn+|CeD`aex5#ao+Z3HPfAdeD+H~8SxvcI
z2E9X`+0RzKD1T{Y9E&qQJ`UH?gjrb5)eNT7jCGO+*`w$%d!j-qVtVR$0dMeD*>=)1
z40vEMj^OgLAWl*MEvCAm1t~cfp4KHKKC)sOk-LYJm274ktR_oCQA|k5859;N&4U_7
zX%pLzr%vUDMUhvSh(;|*B~OkPG?&+>2H=phPD5QW=9G*0)7mL)$$%F71}pk~OXPQp
zggLf2(FZ-^knShfMGLXU#*@-SfyY}azTL~0p|+(aTQ#lBv?Y6gq4k7t3&T`H@{4~E
zlFHILF$j_AUsp(RQQlf}ECmi9r?%EKla?xPu<Kc<al3!EIZjy^m;v<jr-2;IUh<5W
z_g`V6Ikl9>cY9gxA0H_%ZcF%jariPc({=c1ib{>(JZJXg>V(MJ28G({e2-g9MryqK
zYahHO%G{t)26R=x|EdAAhZ>@phuVZhQ#2u~E|wvM+G2&45sQBlqvTpPZ;GBT^MUn1
zLlSQ-vB*l9(TyZkc_UazsUu}e9)EO?YmpS?f408wb;2L%-a+9hN+|RhYU43ar7ud@
zq3~Mue-YT-BCj;`{_T{-5?_ZrCBfEUy9&qg9)B2_`vrF#GJemTUA;pdYU4dO|Nq9s
z)Dun*`zHo89hL$iNZ@NIRffX*kqniM;CJ*oFH!jT^gh7{-Wh6TVKI$P<z$T7g_?Fh
zwc_~8qO9H(f^Rf1o*2SjlM5siFI9^}QG&}zDz$R*wNx~|(3Ll;&$g5kB6CXFXO;7g
z(T%yvj~KLD=B(RO9tNb$o0re;kYfYTVi^>JZrUIqv!HxpwxX%`I#{UtuwpiOffEmz
zVUD*ELG{yyqu^M%M#@%#`!{(+RR+GdB)O0vckeb6<M<b{%wcSwR?0g%ceHQg4!AZg
z(Gr%bN-xn=nX4$V(M(j>rTNVHBPmy6xc^JBd1C^n-6caKtSk}U!Qc;@i<kjdVF@;x
z94AtRM2?eYw{}03<K`=-?BK*1wxZ+Jh`8WjVXZJO4`P<z54e9)@^N7eB-_AvGce&B
zK&A+TJSg7<;UxqD2Em|oplu$!sdwma;Mdr+-ev!9wkHh>M24=!(C&qAFDJ)5?d(s+
z`R~7mB%fAiv}~Pg3YE+iBq;MMR4!D%yI@;55ng75CFC|_OdMyCx@HN+cnJDfyY8=*
zP*Q{tT~<3rJo|cgb(3$Ywd<cUtDac||F;xlM7GMO<NoBFd5p_Ksat(h>BcC!>X7<B
zIl$^V@E%>gLl6+%T<2TqfJ2&z`GP3?Mui{#fE#<k5(`6$kwgZgWp4P)<mqg&EX398
z+c&M-Ed&e;U(ejVV4m;&17EM0s#<RYH!s3D<RrT4lI5+!svy2!#eq#XlxaadKVS|u
z2)!{wR9QwUC=7XPdbn-5<X1{S9Af{?d*LrPqn6w$MokvGW2x&8rJ2x&X<+W#<{!`I
zw&x|NyMD*=uj6yyyVvVYXzn+1v4E37_6-Wem);@A&ZpgDYWi;<#4hLZ3FL5JTyDB*
zj6Xcw9zc!1pFH1=h|=SpzF59B8Q<B9{&5@`YR?Q<YTtVJb}R1ibOFrmxV>FY#p!su
z`DP7Ve)%W*p5l-HS_r?t%iAq*t={VNv~s=8beFl3-RtbCSfyI$VbS}VLd^F}D#m)F
z)8r}JwPaP`G`5mHw!>|9a#sqK<#5B=p@u@emG}FXGN6|FOlLtsV^Kq0UYU@tD%l8g
zEKPzBRsr~cGNcO&8N3V@ctygPQN<#E19xIV($G(eWFd-h5AfU4B%JthKfGdTK1C-K
z<w+;eP|=*paJH4}6VC61Qy@;m5*oXs3SgAReE9AKctSJ@DbX}orZ4-z(w~wm#GSTm
zdf4H+Wgcq*h!iKNc6{%mPdxHB0OpVrf@KP3R0s!|(+pHs^T;{uoY}$3o>p_h?Qv=1
zcX!O<V`VvKaO~WS4$w(gG2YhV#>vUtP<MA;Qh5F|Y;OD}XtHvF+d?!w2MFqHO3d`i
z2;dH5Lyj1}`%%vwS30#Mx5mTu{`KE5$2AQP0C01@uA8oE(Pb_$9`7=X!JUr=u4y+^
zAC|Bq`YA{XW%^3VN-7Az={EK$(E|?3BYM+vXL2m-{nI8L8U|d0Aw9tWWK)8~T-9K2
zo4CU1pRyc-Oj3_lef#R$rV0#vP;T7^g>GH%%p22=^D4oIkCS30e>irP-R8-@<zh58
z|0kw$5ZLk^B}w8C8wJ$px~KTLR)}{)RgdnA#r|HU=*BFrEM{k<qd<e62r9aMsZL+K
z4}eOH59>0g61EAZD<f9@6v>P)FeqhD2HsUC$7{EaXcPXcWE#v>CwPk|Lx4vu>S4md
z#4z0kj)oetr4ZVfKW-KM{urVD%<+nWG9L_w@PkHHj5E5yDT;_~hU#6d?)TO^Kr0*w
zFm$G9q(a;I{qv+TBl#eLM42V^Tr{WMu0SJ(D!_>x1$H5ah#^^-Tf+O1K8{;{=3~1z
z5f~&tB02q^0UEsrw<TA~N7YU=6_kxi<Ag_SQ$@$RpvUMOAHv-e5>>dF7U9YZC&J++
zb#IAu_!Wd*hDw`q)}(=Gr&};p$TmwC2^%x*4Pb=bCvUq~gJeqJ5p1_M2Of<m*W;xE
zHViAka@sySqc8$hhWityIrWBYs=SJ{cqCcLOAxN|P0(PQHTj{CMD{1fC?mx-;Vkd`
zzefync6DU`tcyNJX)u@yKjed?ksc&sDF3tO0$%d$)LtIY(TNa#T%Z{$A|P~M;$k7^
z_o@gyL&}lVeIt?;R#IohH$StUHp(n~#kTy5HZ0D350PV%)aW%0vHFv8{lhTAFsOC<
zv=4rZbXsTQKtv%*(S`P3w6tbf_F~VkTeb!DTvxA|1)ga;u^LyaQRh9D<?Sv0kLLI9
z8zMbF^h15y4*zrI`5_OB8vWPoxm<0SaS=3s*`saaXC1t){CD~Rx4E?Le=Q%B;&wQp
zyxl!L-PK9u$o^z~clmg--%W>`WNISJhQ$XT{w5eGn5uK>O;T<K@HKF)UpM>iZ51p&
zrTw$fpo!xBL#o4w(0%fQUiGz=Ri>)MD<N44E;=`l+$|{$2^7A`=AB|Z*sRPhrRmM`
zUi~#pgm+BjLl-st#`(32U=uJd8==bf{a<A&Ll$0dDzd-C8-2ydN8!SIy%Ol+d?l{p
zV^l>0Fv4ILE>ARk0f@)UgnP_heO7;Uw^Taf@+${$hEOq|1SxPbSz7uNY}!}QE%=pR
zRBmm5z9kx=@`2BL>R%W!yFtL|Rpq&%{{XkA=-u8<%}?LM*AM6R0uM{`HO*%)&+F|Q
zz{Tg@EyOn=pM#A75K`Zdoq-M!=-k$h94>{p%jQGsvkLjr+sF@p`tK*m7riwRo`}$`
ze?j*2_l~dFw%0>z?^RB8-eyX0p`L5{8*TSjTMIc$uP?p&xgF;*17|NM`I!r%PQ3&7
z)!uL4m^V5Oe=W=#JWN-(<{JL_mySs+>JIH0NF58bxXeN&9&h_Ho|IXVUFXwtFd~Pm
zFZOkFI>>+j_E4}&uK9B86ZO#%iiTEWN(wI#p*B6HlKBt<HBrPG!QVVI`?Mm+r*tq{
z(^B_W_&fwJD`}m-AUwjyDmeujSu?`Ncp$aBTFg}e4ZCCl9xFWI{5IDQuQZw-A$r71
zTzMgQ1T-XiJk#%(G3ML=9C#h9fIZ|4Nam;|l5a2*#|+@u(dq$p@wL=oc-zqmr-F5S
z?6F!yv!0CMOG~{~i?Q4IW`TXHtyct&(!YE>{U=uzxB_!$uUOCoDBb=kb=6&m$UcMb
zlWJ#nfI~HX_D^o_xw9ybt>j8~!(xkxAh#!$PU~eVw3O1pZt}_<o<6E;fF}HPZ}U&K
z?_(@1h?ixh&s#SwUTT~%bt2a%tQusFI)beuzx-|b*D(SF3XN^U*F#(f$W>uU!s(@3
zA32y<%&-_{yN}s#MNU>}zbu}>6q8O?=yu}b_tqAsp{>lET)M?;<(Cj^oM~yz77@+;
zDid~ciXrR)LGK7-=kZ+<iWpr;>h_<%r=AgCN+PDBUW#*VoDE*H44FoTD`-S)x%ml^
zvd4x34`thEh!xuHM=zsr!GhGycuI0g{O({TnE<i0M0{Y;$fl?8v9=toz0oWiS~t)U
z_iN=J8p2k|9+j+gRjLQkit2>f={BBQxiW&xrKroyFQyX1d?Ur^GrvZ|Es{+9?tK2X
zz8iI#EWo=MZQ!}6F{xn)c2T$p&CK`oG_jU<@Y=->YL8UsS(AOlXtLhpT!yBs1=u=J
zxDapW^&}4%CiKm;NmFJhTGF2E@Xs_Wp?{Lw2)5x@T)l50uUX1gBiN*-ZL@vPAKjE@
zNU0QQX;jWSIyp@U@Lyb$o$9(lvcA`_O*sx2-2>YAhw`j>{7Yg7vi=4tU4QFqcVoZg
z#zteb3iszA$R>S*zme68aRUYfaY`aXyD1QQ{&g~vDe!YJ-$h{ql>jiojGlv&2qE|Y
z8HV43sV*8WXh>OW07otSwIqwmgaxIc^ASXeBrMGl*|Ob2n0)+GkJqS5OsX=yY)*Ol
zh%WJovB<PyUEq^rmO{o}{NAJ9b-Lb&83Y*b09GQE4uT@9B5hM4O<gm#Am(g|NKn}!
z<$bs)0Sm)z2ANU7T|iV(2NMaHgWu*_Sf^T8W$gr&>{0ZJ_`21I`4*+t$df7D^Ub;<
z4#{F3yW(**A%1D{OcS7YI|`2ipT)wH;^>MC8xrvJrktvr%CrQeSxJ8GasTUuqg^tF
zQTw(<lXU9Isul|7k}76xiZSBx1@vL)eojTg5ZQo9_?LJfl>*rdJe4@CTFo-Rt~WH^
zZFf@rxxjUr4P(U!MF2;ZRm03>Mr@Hd<6%lgM!~*T&(aC^Qx7DKW&_e#eyP0FCAO{l
zJL2Bh4l)zScD5BZnfP~Nf3wFm8I2y(no?v6K7G2Y_((+RGSL+_BFf=4-XMg)UwP{3
zq9HZUpmG=eCvDbPn0-YRTm5wA1TyV2O6L1p_{%j;CP+T;5BAmPud+$-u71C}Um^9S
z9(Usjb-r%%KYNqYO&n{u1MiCN^^H`91!JsraF$+gN4R(WBj^ct_|Ka|i%#}z33Tbq
zX=b{k@x3d@sD8t90hO_X6jq&q0k=(ft#g^Y4cfx=wi)&1M^sz!C5B5Zr540>qjs$s
z>9#*gU!0ydnzean8szND{Y2B)htyhb_&iGA*VR$Y_$=q%m({aczi4g(drYy>O|Zxt
z@}xvi*?Uw*8J4?yIMOPOYB#OSC>h8lzf0egDTqkv<IL+-yJ8cGtGME^jb>PEjB`6$
zWnIK)H=8cY8P6&^Q!##}c||hsr~u&jIt2qss3f0`1E$S$7f=Ga3NhNy#(f~ukDKvx
zS=j7LB6=T-o#Vc-{j5Wo#t4zkukhkY+}o_0FvA*3Ha0WKNafQeHHf}pKKar+M2z(U
zQg)u~osWiRD$SSEZGguTfV@AGmyS8s%PMm&=(|-F`AJu(7Z5<A+)-A>`14q8O{i=o
zj~nG%CV#-)V|}Wj`?zJZaX>FM|JvI$;zZlq=<$1_N0WWu+z$q@3-S36fh+aT=g*$6
z=iQ=jo;DlbjVT@$euRL<fr1y;KVILUE*qV==b`~#=TW`B0r3BNw+zt&1b*)<Ag%-m
z*Pe=_HotZv>IbZ~Z}r`|iw9gn#l^gLG8@_bAD_5=jlC=exN*M*yi{WcwphL*^82|=
zWZ<6tzFNy<_q}e3G1m9*X09CfznremZFRcLoe;l1w7drDbKQR@L~y=t;GTy=G8?^k
zM~#vz>eUq-;BR$fmpxf!DeeCX89t(*wZumLn|%4Q?IiMDx*!@B%MOTFeuyZmy$s?*
zkmM0C6~XQkhl9SS1fXPP<55SEz?Vq{Dd2quGm1-I_39bvD3RF(<A?T`OS3nIN}ziw
zKjuzGDcpP`qRuLS-CkPtX;|=xgsIQDBYepWg;NOOIZkl@)m9%ut@aTu)VK?E#lN7J
zDYO7_DvoKPI)052xrp0Cov$->xAm9st`k>z!d?eSi!*#smmwd~IRX!SHrze>T{m3O
zVQfMx+7VIOmQr|nuhN-LmK5E!)e454aBuxcceA*izH7^`F>KV|9>q)E3g0bPQiBev
zTy~Rz9J1bR5qvgepqda~$wFVJp!eW;I=Z$n8S5(F5>6jFgnD;n+28kfl?t-B&z9TX
zx%;F2;?<pJLv+98h<zv#Q3^6G|MikzLTIUdrO}S+STCgdVDv*@z#lo29ec4ZkA4`e
zIDiNBXQ?K(XUnIIof$tM>7#OXnfvcf%3rqzd!vR}vCcn_EhSb_xXaTDn^Mq~94H^A
zUC6F3GVgmDRvKZZA)=AL+Z@&yK^JS(iL;qL_=$q6b+u>fPfF=KHW}>#`S?pp;>d+8
z;e+mjdOY@lQ<dX3c;B!U<AW{PjVKmxPUjg$%vx#8*o^&Tw6MfbuCr>E95eipW{56R
zT|)L1++*h`S=VYs&&&S2cGw!|)~;>WpJ;senD=+7Mdk=TuMo-Tl3dz+E!C*8z^dmN
z<iItF;aiw>m~}avZV!$som8>^QA2z!+%wABZnnPY5T*PFGitE`^QGvJoBI<)`D!Yo
z$b8Z6kCuxHr3lt7_w1#Qw_$#nPCV#bYchOMSbCjaG0rS~5QPLpS8jX4wdp;P`^$G^
zG`fQ=1J@5gexW3=oB8zE<wt{3;;$fy7SzRyD(o%<4XP5qQfWF-MMdK9`k@b><&sZF
z7mo{AC6M&{1ptJ91EA^bN8u%aXmBY3KKUpBw8D>=y(yyPORAO9$5M6us%<g~ZrTX|
zw1Vc(lPZj4Whq!{N)cansT;1;^#0mZxx{MmDpyj}%)tT75X!UVkLZ3pl^2<!*k*kq
z+qeCM*;vA@a7{J+OWsisGqQmN#q2j)>?j0@k_-Yj(KTLCD@A<(PlR;}i>xBq4B95Q
z5kunc`|3UlR5C4UWI?zITW(Xe=Ry=4)%>(5h229jdt_^OOW0`lOOIEfDyvLOxhoA9
z;#Wql!UXe(YOw>WQsbtT<l+;yioDXac%+%hf4;-|e2rS+jhNI1Rs2<xa8OC-!*uDO
z*dP%F?m{&I!QRp-ohcqSTCM0HEZQg!cJ@A4_z)pL?rRzhl(dts`#}$dF937AgjB--
zEO^2%!C}eVaWcQSJca^!v)^To>Om*n##1y~=*&#a{2qq0>({EhB|)_UXGfoQzp7J(
z-ItuT`#%XUE$C)72!hWu1$V(Kdh~s!HT84E&(S5+OXDM4zIG|`t+wa+Vr`kMfwe%D
zxj@T1$frl-6;`d4vqekF>9Y*4GNL`JaRoyx^k2yLACWSw>K(o}w4dH6oMHcbcJZ|g
z_*~lU+O+P{Jp1;If&a8)olL5!&S1qQ0!;12FTv40E5&3(sr4||>3%|=Nm#3zoZ!ka
z+TR>s>clc?k+x^97uy^rn5MFvob}EE+t`qoKXbA_w8~BWja6)M8I$WOiDh_vJF~2m
zTYuQ}+5AIt$?g45kKs%)A%*u0*I7|%O7o{!ud!?W{O_e)jIH(e7|J7wP|P+XID&x;
z-c-QFPuxuvjcHQE;^pGjF$Hc*5&Hz31w>niB!ude07AEUE90J9m22GTza997`Ma3)
zx@YK;TE9+4g?sqcj$5qESw&NIGRBK}eK{^?si;Cj18a?c$>YK2!<aK*EJuXcP|P=Q
z=1>PHFOA5o@tZKX$pZ;xo5y}$R^^r7`{2e!EGwx&zT+li>RD-wWf?|)<|bo6lEftd
zA@Y(ZbCB_wnNm~m;m2Z$!iPSelhGopbVS;CJGbXC=;@^!uj$Os*3_MsiBXq)&-!I?
z)RP>Ovf;F)d0*3Unl22z>F=HJzgo@AG<r2z@IA(@e%`KR)$d$s+-YrJd24bU5Wj<o
zmvDKYJE)V*hDyZ!>+wZLF7Em3<3&y&aM|@`@{AzD;}wD4n0(dwYV*z*m+E2b4N<7}
z-39JIv;Wgh|2_0_=y>C&|K;HE#7W@clwqK^(@LUe;N_rwuDI7u>3#L%#kb1!*4-;l
z2c5@xcj9($nB1<F{We@YV$|kziMh}IH1Y>CSBL99KaBf4oqLxE0{%#T9pOyPPR{GL
zG%10JdXu@-N(=^tFU;LnmK_-x=%s3_QhXvhn)+=g4LjSJW`t>xq7bK5xKPMx07d}E
zrXvYDB>?Z8at8#FtXB;`gn$jSClyLaWh-x5)g}8Fo?%_4fL3B!ScKy_iv*A;NF(U?
zz9g<?khhB^K$hf4!@wqh&qbN6^4>F#azNwquPMj<^?v|+L4>|4q6+c;RNx<IGohsc
zBvv7SC$P`u{6aRZ%QpKf;r%l7cpOV+elKkM&KIi08e-PXe3*xTz>kQjtK>ZtcK!D0
zBumq=7G<e5)&-N#(tahub@*kLe74|u845_e=-VH4I0w3F;=zFwqXN0}lDfR?ZNVy+
z_kH%+fjkZoqi#0el<JV_W%hM$o5ngCXtu~F&x{`S5UWqN@T4PW*SOB%37G?QJp(zU
zE|Cqx#NIKLk^dma^|1e#8C^G$a4%`QHPI<pU4zS^ou>E)ch6<sp%TOiEF0EZM#t?s
zds}d2m5~{Wa-|ufvlo`s&ujvli^<1fc)Jm|J|j0IVmV7D<7%L&v%eZkIhdEOtR!A#
zpR-v+&J%uhb~0ZC(empiyoKW6zv&5SiNKlcx#3r5xKH^bxxTb?LsAvbOS1`CNWrSJ
zq*s!bI!(h`n!|;-)ZRFaXC&r0WP~$iTLnz7;>nHQ-_5qjHx16`M0|24mR<$BdP&Xr
zr9<3iZ<0;|RK?SsGCsI!C3!;W(#I8e*ICk7^D=c?g6rH_5=>QYu)&(m&v_y>KRxvX
zod$v*PC@(w(<d5g(^|yzggr<%?YjVO0|aCmJ=T<+N{dIF3J3%b(+VHL00bgQNIubv
zG#w!js!^dDRiSWoC{h=SHiTkLJP<^FFQuTbS~Nf{9;}rP)yjrxWfTZeF-of(tyKXK
zVl1g1OKQeb6vPx#H=Wea(i-NHhIyoMzTUJzZ(4}dypS}V37`l@cqRqXS!&Z_wHXeo
zup=T67eOF=1QMbqD4m693M7D4AVG#aXO=nSkF-E*0-CQj&QlxkoC_ZCfx{lA0_;Jl
zoTOAvR4OJY6=x{r<JF4s8pM347^hbN@?nf#K1wee3E&64WSCw&loSot3I}Qh1GN19
zT7Ew@udkZygOMK+z14UR6}SYTk#Hqo9w?QlMlr%3EaU@%9~6?OkfcHqA!5frL;(Ll
zArN6j4J!(g3gkThf?%izB#8N75+1F~rxh7nnX6Bc%-LaOt`67nD>FCOGnip2A0jJl
z@bjs>w~xEd!T3aCP6pg|@j0_52Q#E&e(f-}rz%M5ou$jRNI!e|`i(ZzQ~vDBg@qK#
zE{O@|WiU6gFP9C)QyaTHMnaF_e#?)0UiUqGj%P>jzL~>vgR^oOdmH$S^BsnNfWOx6
z0Ih)Ke<U>%Dj}pVNx_y6<Qbe*JNg!>R{YXKzHV+y?G=@51E0MsV{zC^70q8g>TDNQ
zK-%3jR*+`{Q#nQ<ZmFm9Zd&f^EU`$$f1syenD__(1YJpUeaRx)!c>|r`@pU`Y&3@>
z5CXygq9_Ost3YT3=3^}c1uo&TZM%-eKY*@cTl~q~KSdo#pG1g$YwBRbKLEVJj&^XT
zbB=$&W}5LI_;&<s%p;7HdZCQ;Uzj-`JEbxQvlH}8_!x`OH>oW1(uRM)Fa>Z}13dzR
zMT}&TNdSt2_y@yCAerC?hJT>@@(`~8w)K-nQAxbKrl_`CWw${s1IG^-GiU7db7!7)
z#gdC|xn%W2*WU5$T@SzY$g}I7dt=M1@9$pw>48r_Kk~(<W81eJ+qL<d-CO@>@Akj%
z+xh*0-T!xR&yR=p{B&r~zYgvB`4HeAb{{{q>%_sGCl2oT<-oRI4s1QSf6H(Cw?OcR
z|F?hhue&}!vGtQ5H>~~NPhS6a?Tbg>`18S+AKUZnA9p-;@0Q1I-}unYpWT1mr+2UZ
z@b*>j-+bBH8&|%2-No;$Uh&oy=f833vezzJ`tpj!&vFRFjC*EJhA0r%Od3le5W^S*
zVn(l?<6ByW)z)zcM6#eX63^4ZaWxE4Ai^PCpdb(nf%pf6Kp_6X4uOaw1R@gAVquK!
z00@UdJB3w1K_D4gfuREB>uR2^P{N1v4Gr%QHK{2HO+}(W2>6?12~CZwN=#LvcG46$
zrUVcXQ9No89SA5e%#@K#+z-8UU<<h+<HOu{QB}byxn<-2$cM0^BZUZKi!DAzTCfKb
zDPdv^GTxAKZ9ip{g9&Ni@pjBjF)987Tw+1u(_j(d2YE$Z9PK;2yCgO~p&cSlB&pR?
z>7+7M(`HYlMA{pLZIg>jh^OCt^Hh>ryK}Eo`Z8fn=)0f-l;NUx_8K(0Y|yh~P4i}!
z{ckR`!Zxg;kSfjx=a5Vk<ngfhsf}8}bC!n9;u4)9keHyQyI(BT&81gCY<E2jqVyj>
zo31`1Pjx!sA3(n8$|zupXO|$gAl8LZqYK^?OQVDH5?PuC2#-+(w)$T&pG~<w0I%Ti
zo<<=Mf7y<?a3gNkaeek1@Ppbj=12;R1z}l?u+Fw3GB!ZW%Aedtp9*)J&F8{Rg@3Sf
zEIZ$xJ)cE|?Rv=BPWg#~7G4e#j!|ELde~mEziy???kNkYS#_3-&QVo>ZCgul)Z}q#
z4sQCXZss+Sm}9k$Ha};)O3BPq@PW3-H*-N`>{~pGu=I*~FiE@2OG(Z6r9<4oU5xZ=
zFqXhpE4z`p)6|Wam6Q_Rb(S>Nyrkc`$mZj)rr<hzviB6Y8Emj-^K+iaQa8}Sp3?XS
zrd8(Jr37{GyTtVtO0wC~k5KS5Q}`Ie&_eVt#H)o*w%Ga%jBg>DS&V*~l&2Gj0#QT&
z0-+-WLNO{8gh14WFc1VlAX=1U4>iA+iV%qYTJb=wWRO-OfDq-wNyP|KIg(V3B2}YF
z^*92tAZjL)+G(V2CaIf6>SyZ>bM%I}KnRDRq&3Xb8s;Ox$rOzcrQuAiago*pbQUqG
z8Pe<~!%F~m0%!qgWHcX;6%b_tGNd`rg|rUTG>-r^!sQ&TVYXI3ORbwpkGg<>4~Tq#
zfDed#sHDh;it%dsIJJDNRz8*h@}UBd52GpgVT4{fOfMO#mkcJwgGk{3Qh>+@Ew8VZ
z*GEnERujFHI7EJERpZ^%SOdh(P{ZX~xR_FrY7_z~28BK7c?u9osucX7khnrv@P~+^
zA%)a15P~1lz(1Hk2n;t$@eedU9vwrnkz|^G#RO1z63Lt$R))6Y_*l>Jt8JX`n5<#9
z1tb?FE2^kKTKCa``%^|)W%zLB9Bzl^XISU7Sei1=RGnt_17@k{R0X-aY5SeFR6|n!
z9Q0Y~4UDrd7tD&X%gzCNI+z>Tm&-@v=nY)PZXYJeV<h&x<CP3Y+Op4)27UpTF87s@
zd>!QmXXSEtZQ(N;BJvOrX6tALtolo8CR9R5Uy_1z6dIhBWScp<M1}x)iQd8I4Eq$n
zJUt7_;Z3>DrkGMD{1l1t$K7e7Wc|q{oecP#va03-esz|l8CDG>O^_Mh!8c(CKY$Yx
z+DrWjQ)xT?0lu}jAP}b&{=p@t+;q@#^f+@4!4iQGh<3t1I6gdN%dK=t8C8XPAwOM`
z9GWM`s7k;L-QM4&pLS@MXa1fyIsSnj(?HLtWB3PR@FOtT`4=%7Mj+0>4+cAV0fG+*
z@B<uv0l^>O@Qd<fMSV$q&zja@t%D~I8NYDCtQB*Yu0H3IJ1)ECk?Zex;qHguee~JS
zo_~Got84eH{rJGg>kfbZ`H{^Vk8ay|Y{#Z=cWwFGo^Aiwx8wW$yM8#Z`=^7u|8;Qp
zzYp#{esI@u06!c6@Wb|B_HRA8Z_CMjn}6H4`Tqg!-Sq3u&rWRl_@~d;e*f|7|FibR
zV{iQV@XL?yf9|2(&)m2D@jJIXeCrnv-uT&l*M54})gRrq>cd+u|M14kKDh3Z_f}uH
zcGU&%UUuG_E6;gl#S#vISTN%*fIv*2aLuG~myaK{ViZCk7WD5st!L}F=BA;wb$u%;
zTMCP-V#y*s0uYFVYQz*hf_weA-OmZJ0dP8o6&?Zb01;J>XpyiQGw`gCBnjmM=|D<>
zp&%9lArMFfi~#cxwg>}60BS;4l3FOPDRAIO!bWkt8H%Z)2&J$Zk_cwW7=(centeEc
zpA0w&;4VmFSss;;uSi=viB3mN&$h5PQ=~~4jtZiYC(ZLOOjJYqiBk^$;J+zmK_>7S
z3>_oLyBno0f_7wd3duSGsdw-+)l>3j7ycnPo!u!Z-0YjyDSa96&?=YD+Jc7Av{R;A
zpYURq-LBa|XW9R@liY<@5!JKLVcRurc|X$)+7h`RBL%VDQU*)7|K<1xYSC%P$ebK`
zCd^ST8`iq`93+%rg?D8o6xfoW{~c6po3feB3|t>zowaM-$)^cso@pck#{9Ns`V`cz
zM%vk#+nUd%nHvAlR^OgIpIx<;vXZ(O$EeS=6fq|B(oY{<GP|c>lkxo3s<R|(sVt{y
zFk{c@zOBR@srfnMRTk{+^jF#<Ur(WTz)ef9oXc5q(UO|+ONY2UdltW&!8&QHm4EMm
zJ&0tv&hf2xoh6NxE`wSWTxXeMlAU(iWw60Y&ClUw5GVb#0`8-OJ*Dvv?Gpb%S5;kA
z3^fFQX<CEj9lE-XA7#+<PZ0uv2VqbM1V({C2t+wRAZQc_gg_{9gg~fy0D<VK7WCE%
z`)Wn~wBi9;2?auw4kl$oNck|ma=2bOf}$WG7Q`8(dJ?Ib3MdG@cDi0SL$8|&goucG
zKt#*}Sb|m$;Dk9^{ame{VIfRl!$Q)?XaS%jI7|ZZ5{v*u!DtSt2bxXlfMyAx#caKC
z4kZ9xKtVILx*1ySbggD8o_0|^Nv*=8F4W31AmD>QK8(@IM-zlSj5f+g8D%4lvJpn<
zFr#FMUOY%I9-tTXCx!h;eqWN;N6YK2C3~s~fIak3V%^nPcP-YWMeEc^6-0i}!bOze
zJdpwwDPPs|RGlLqRFY6B_(9R44EaF+3gm;pKVa|&jQ<eU;BzES5N^(s*rJNlJ7wt*
zBy)CHnQL$o{Hw#*Psh&dRCT#I5p>3xr0O&S`^rqTQ50lfUd|+qWijWL`QL2%bcdcx
zqr`wYolUzWqYKJV&c8G94<7ZD+nZ~CBHY4j4ieDgn?JeSmq-02_S!BT<pyWv@^#tE
z*RQ>_0#^Mcwo?nT4PPZGI2jn6l}$@C_830z26Lmc_-rxLCiFCKI_hldTRMph6)7VT
zWWeWis%kzHTxXMe?3-@-S9~aB9vADGu$Jtox3}ClwwkH5g@2%D4Iuu3MS<wTKTvi7
z1i~Z!L;Cm!n0x>-+J}6Pz+mTJ2rQiG{e%}1Q*1s4Fx3*R2K}28LC5q*a%i5OM2r(e
z{+9lvb0^E;3d27bsuo5FgbIIw43(gs<0d%8Kai-Q3kU>>TPI(rafti?F%97Gi=<Il
z7%izPsBSKA>etYFOrPO1Moe5fW$wxa%dR{B(tG}}=J6Zuc<G*p-hK3$&z^l{>nm^W
zdi%Y7AAEFR-KU2(tUtW@v!h!#e7$|sce}RyW6$>Q_wD@Qz^<PT?D`qO4~Ty_abV{!
zfPdJ(?U#L9Pww4(a?hsU_H6pko-h8hYvajn>rQO?=%>%#{pUxo{q5Zszj@=&M_zvX
z;PVgf{qqC6p1f!KV|Q%%(=7mj*l_Q)>+f2<?vAV0-MZ@2n=b$4x=TM^eep+Eu6XYc
z7XSp}WeS0KeDRzI0Rk~+%1zTJUNf0PAeIgpIImxyDLuN6Z2|~HZSS(O#=L@xNUX$&
z7LagK)ng$75D18P0I?vDASeV<m=XXXkiu#>tVYAYE+uIw`G|R-6jqCXB0!oTQWUkQ
zFiJQ@;Ft`AK;XF;a6pDdcn2^QaT1D=P?UrsK$?RLID`Vg3G^@yjPF51d;rRY16@S8
z4-SE#Lbv%hP(r$`&s`RCT;^XH1wjl%J}~?PG4T%^%-{~8kn)Z{>cABcAU7NF7MMZA
z(&2YRs0X=R)&y2hJn4h=u+$0Al^L^_fdu*o>LQ#j1r1GXzh*Kou;W!siF9ZpH$0bF
znwHQr8aZ@5+|eB9l)lXJQPx7Y**kj-eI+xb=r7X}GfiaK|FV$)vMaZQ&cWUU@BBT-
zA#J;f3<naPP)g){j1<InFC{!h@DDaWPvzb=o@Z*^X~@XztwciZ$ml4SS`bw&hraRo
zPBtpdJ2kuNrk!R}28ZtPj@Ya6@ROyS0{<Z7;wu!+I;Q02Uwc+&nlZ;uvRpZR3(8cc
zr`hwg`IcnqM3{y;lmi~pXXsRmt5ep#J!=Q+&`It{ZDN(&9lAJE-^7&A(lk>&QYNVW
zAUrP%a`8%JV$*r7fUT-lodeGr$gnaJb0j|Gj8`d{c?v$z7Wrl<1tI;cbje<puU<(x
zOKQe1t!WY3MMlJR(%T%YS~<o%mV4pAeyNhurFWerjg>AP3T#>sOTa=<a2H@_>?xBD
zHdv|oIlOFxZk(d{2X_QpceIC;J9@I^!g?K?f5Gq%I^rJ?0znr^A#-LOFe`_EpHX@!
zDx89mr;!4Uz(E+rs$Qz-Wr|S|3RgiC2n8V!jcTG<O?IOwh*q_rmsZ$YD`G&1{#wZZ
zQaXr~4<_Y9NCkw07)dI}XqDqh)kH)=R8Q7xrXbY<90Cy$l%^vrp>~E=2M`6sLXdg^
zY=DG~C`JNc5_7b=*_0^M0RaybO;J0O)XvarXW(BzS=7%o>Sw}VN^oa7mQ^!VtC_4-
zPtvLc@}Yvod>EsZjRGQNBT3l^9bgY-!x8yVI@Bl`Y!nYPiU#O~{q%yqq@WMU??v)@
zYROhD(L;>`@}Zj&ZBe4lYP3O%)M()fEnGsvg(O@+i~`Nb*Ni+M1V14D0g(@sVyYGs
z_y=4=Re%urU@$_g3KGLVcw!#Ro4DX6j?5FoQ9c4m<5C_^O6KhFSFXW{^{e>FF-W%e
zq3GFwxXQ^|+Ogg&r4a=@(783wuJnNBr1=w;o2t{4XV(0A^TqTN>1(g&lUaiw;KgkE
z^q@{Hy$(J5a>YE<K6EkD?x}}ef2cj?uDw16p5s#ZepyCCLGxjsy*9g>@=sg74n}Lj
z-Fb`N<><1PFSgfn&INU_$xc!;G(9j4YH{dVZBOD`&J1Z=tcFNgwS#94=7!Z?!DL5E
z<yJfTl;E7LHrg}EMY;`R(LkMaDU#iOQ>KHt(Oz{n`Dw#HP*p@<Ej9|h5@P+Ct1b=|
zxNxD9VmZ*)5j%nBTtNH>9s+`cAK>!zIRBy@Y>FuZ$r}FvCt@(*1O}1t!9T!#ZwLfD
z4{y;0UXZ?!8W))mt7jBes)UkvqL=A-A@1dTr|@P!=$XLkWg!S2764%n0DfS^@DB_E
z0cWp748T8-n2rSChq$f*(cljX;vXVfGDh<ABgG~0vfAR>*6MD9Tl!5HFlye|sprjD
zaK%~Y-L&Ge`&X@b^2Xa=zWc#<AAWNEGtX~%@vl4Icx%tvwfjE$;K2Hi4{Z4K@TT=&
zZQbzgj!l2xz3uzGJAT~1^Ir#cLGXtYNV|Rk{KNk3C--eTxp&LSJ)3{s{l%}lHvYDA
z!*AO^`(^Vd$2Y$J)4I3+`QfX7f9J(-U;p#bSDrZh!XpR%^2fbT-?#gTyLUW#`?f#b
zviZRqzqs$ZjrXqEc-QKUw_Ua2<|{tG{<6=mx#W|pFX9l0<%|Dv&Vt7l&v{_Mj63H{
zy=lh8)f578!N{SD2lb!br`O~j-NrOF4yvkZEiSH4B&(wFQX>M0a5(vohP?w61jK?c
zB1$--Mi_-vi1`pPC_(TCh>{V}@*`SdL@Nf0B9%l5QVd8(iUS#?i7+LjB!N^66xR!*
zS^?lp7)7-_PHJ8RvIQw9iLer<6f;6VQJquRz*_0_3=S2JI58=r5kY!bqeP6b3FV?b
z4Yl32AI-X8$6qVb1qVMc2n75U_y;3P{DZCBthUIr*`1g158_;SI|{<8jKFV*xE3%J
z!O@6G_60G1)3%Ps?47RsLl+R#l{i2tzI{y^vt!TsMV2@DJl*0(hsrA(Uzde@?0O|T
z4lv!e`pV2YwJiHGR#oPmM74tkjb_gd4~q)ppe`%QzRs+|e2G3wV|3fTyA`fy%=uJS
zBL~4@w<Xdclh-JSj-_)uMharPkg1&&rvm<g3WBLzdx^j;6zNVnGGdalCRS#5CT6m1
zY;4+&ozE_1%RsU1`DBttHMUQRdCkpgn+Z{Wcz{38#^>A;QwYVi#z^M~W>#h*<(Qup
z=Wj=n$bMIs)HW^Qrh|XrUfOb2nfP{)X$BhTewbC2s=8GHCK0I`)`Ab{o6t17TBe(}
zcTZU;iMMtMh38u8TsmV0lGA-#i8)f+bH*#v=uV?V8|9mYO624fZ@rR?LQ*s9($=T&
zrNT7tpymW{jMa+TxaC#EK#q5~DVlFpQqt0ZONRoR{YyL8QHMGIV1o@{McaQ$QxoLJ
z2+XNN1W1>NMxhjODXoB<Ik_Wn2na>+X}R?6Rt~@qRDm7%2cm`u;vXmkf~{DhCBkMp
zhd^jrLPH2dzD5dFy;#vp00I$$KoH?7B~qhA>y%i%8gEn*%@_+p214}Fiu;n1exz&w
zDFYP5P*OfZD<1_XN)SLnRF2oH&d{qS=+!_IbworUD1uZ^(SR^U#B@?OgCCZ`A~`tz
z&eUodK_myjIRK<#I;mkaO|LO&s$M(I0IGv<6Vs4t;SS&~pdcu2BB`1HkPNM2oK^v+
zT|mqSKt7Dr%0`gV;iPmJ5S(@aF&`-MVUSTgz$of(6!z5%dh7YU^t_%VuazWwXo>Dx
zyhV)x?4e1CG%67|`Jz@0S83rg5-tYh12OW6kp~0|ewq%HP=OfuK?CqZlv0F-(WT#z
z;Yz9mexMKtjQ_x(4!+A%4E&IC&ByZr^mq<eESa;zU%3V+{8w=w49!Qi>3#IZK%ESM
zpcP;>$@DMZSnn{`nv;Us&|Z^2LS!jAO`9Uwo^+3m+w~5(JJ*CO{X3|rDbzSv$)#VZ
z!l#s@WOPABB<JrN|G{(WVb+9NVxYB31qELQns$!Mq5_ip^t5kgz*}dNgFT@mTbGy1
zUcT5a&pB5h{sH=ZW`KMID+$_}A@$x?{nOJ}Q<1Vr1aqS;eM)f7RvVp?&B^_&6*9=%
zxD+WPZl~l%yVTj_EgLqoO+DTn@I@8(gv)*hRTuTv95c|~2XkOMSr-0*Lm(Isg8uEo
zKV%vI0r3wO1j0821cg8tggA-gAGjTvO3Oqh=G5jmGo@N$KIwQNnm=kqRwUHSHfZ7A
zGVl(Y$6@>jeoP&V+BHfP|DeLQEQWy4NtELs5d08lCtpD10l+`NMtnjqD2$bq=T$V8
z*7vDv9nm^)>X5OE&X}=c_M)qnoPX;@mpyppnx}8P_2s+nd-tJ7KYj9<P0zlt?XR!y
zeCy5K@4dVC<M;Qi|M1}FpB&k={+n$Z|F(0>_j|VexDW9U#}Djc;D?j@cTn)d)|0z8
zpWFp!UTi$M{qvLC)}P$`>4}XW{`}e6A3uKcpYQ+m?{B~G-Rplo_R14SUU=m2a}OQ(
z^8@>yx_8gxckO!g_8ot^b=x0r+WNo^TkpGm>s@QM+<x`un^$eV{_+jiUdkX4Z(OqM
zr3=n_X4!&A0Rpjb=ACmn1me<hBhMQ?c+tSVvwHWO)V*a?ecgbH@*ahS4avN!XslEZ
z7r-niq(KyjXh@HS;6#i_OpQjh7*Iq5%tO@R6o&u~5YHh-ieseIq_|!NlrYK?;qqj-
zJTFq7AFU{eRTM-k@}uSXk+S@7X<oP_2`C7?C{7CFq`)GrAg<-d)I3Vbm<p7L0x9uG
zC>BPFhC^XMWkeM{u93K=#x*S_hyo!<6j2axJck}8K!|_f5C~HbZTs33n$G)TR98kE
z0%5~H&=4Zx0kD*CrbMUkzB9!3+jIB8KVTpTI8u|6bVfYIKfv)KK)4QpWPSQ4rP-v?
z=}gQnfPeXjD7efC;Bzn+&dO=D`7N7nw4YGCa?WVv(DiUfbD&fDGOzwFsCPDvk-gYi
zb#7a^Z8702#|&P4mJ}?A?dFJDN@O)g3TlEEV^0nIL*S4s4faah&h9cJ89AoyVu6$o
zYrXi~7PZXwUF52L^6RLxXLoFBpyUcN6oCgP+m>N=0zIAHqB>&<I!*k8Q!XBC_Y-Jt
zRMgvSrD`~|&a@P>V(BN^MTMlLGq2@1SffkF6+30&r+X4}?B)sSobf7suAVwiwu^kd
zRn$*9?RP&|?vfg0a2c$bl2;LPqM$*7O^vgtvqOR9E+&_D)P9nZa?XMY8Hg|E)`$AQ
zNCH2=WoP0aU?5`RAKb_X7ONq6Ur&;Yc?oa9>yWu^#Q~N(kyN^E1SP`<ToB+BB7MRd
z4=nj4R4oY*2$jHMRgppf1yQQdvoHh-q83mPN~{6GK>!d!O~RoV-PHUZYC)@3*i$R&
zMN0aR(*76=qI8G`paO`ifGCL3dc_#MaxA5BdKJPU2+{-|AOfR9AbJ5$%5cCNOq>H8
zU@=Xro=P}P0qlfsQq>frYO-E6*{Ggu)J!pIfgs`p&?E}Cn268|D6VoG;xWocBQS#o
zeBj83lA#2Tx)@APyTF(a4EbOb_Av^28Tmc+ydHY8J4tjSi54y13<qAQ(MC1WpoHs{
zaGh#YsYZonloF#zr^p9lBq=3`p3q=94Oi4+DiDGn81e!BTHpu3KZvjowuEYEjx`fg
ztX2ZNmOLEtJ!0DyGRq2_Wo5-ay0jUc!(X`uC-|%DW(w;LcE~pGYOhre)7kqgT63_b
z99E_SvdX@_rW!~hOQ+Lp!}!^bjv%_04N;Hh=|ux>Qtyi3hoBuvlP75=B-Z&TPxdkb
zgY_0iu$IcB`V=;svazX5Bl`xXEV`o}2=;^y2D-S>mgYOkWg|wn%T1wXlDM6l4m3Bb
z{wcBw)~mFB4dzB$`jp_Dtu}U)&a|~emm+1<Uvx4zU^s0OHU!Ar0YoqZBetX?b_VGK
zY!Cv^gP2SXpqHa>(V>nA0pZ&G!o4lW_Ll$pEeqIAKUj9`9x4WWp3FbNb_~5T+Fs09
zQi4To8em`?26GzWPOwqG&tDV&fB<cv^rJxhcjF%*cAJcUpdlat|6q`~K@tWF{-EN?
z3vl>Fl)&K^1x4}F%KXaa^2YuRJxBK%JY(3n#S>>-H0R9KOV7LQ!b=~#;_9cayYa=_
z?|ke22S0k`(a)cHYSZ)2ZT;)Z+uwS9=lk#M`uM$lpMG%Y^H09o^x1dYzWB$kE&sP?
z`%n9J{Coe7<NJ4<*th+}-fbs#Z#l7R(}^7$Pi)_CV(VuoHm^JJ#mC1teE9SF_x|<C
z+dq8p`uFd?{P#DX`|h=;zkd0Nqc1%2<#T^J^ydc;JbnMZC-2$&_+7gny?y7yx9)i8
zmYomYwDZ2}cigpR$8A?{ziHLx8~*V5nw1}4dEwg2&U^i$r7xVn=;>wiA6Y!-{slAc
zm^0<Z=@YJ;IOgKf!<G#lu&{rhnZ0^UXlWWzThqV1tVdB{Ln2ujjurzPJftN;fP&ED
ziV;_%aV;L#5-|eE5D1O|5D|cj#Ob*ed1196sue-lhnR*Ch&U-r=;cYHA}>;zAFV2k
zRTm{{ijy@Zd9@|Un&L!tQM|Gc;1CoAksmI}Gm7(!qNEN~m?VV>tstT1C)B(+QZlXp
zC1ObNXb30<D2PZX45*B_YQUT=si_HoK&VJDBr$WNfgspH7!U{oJrX6pe1zfnOaKFO
z8t4tU2ZMx(f52l?7&(qm(M{KsenLVTWbe2#@^bL7*;3|dBN+e0MvN7>BcC?-!JJe&
zoImy#*jcctE{*@=#=l`ipwxtYgte8xrPeWsh>nwsB*%>UqppWLngeWXldUSIxn7-S
zqv)WE4ZWnl;yVa7jqR*Dx2;_6tHF(=&uz=Sr!m2?{Jh=gr+6`&u{w2+DP-#6RgkK<
z9tIZqkDs&aap>q;#Q&kgY%iBcaf67MW#qGLlA`Uoek)TMiJ2^Zs=(Kjn8>{NoPjo`
zueT|lM4e<)R9Zu8SwK}o5+O`cEIZiR;^7~>=P#xxg+N_ShJT~f-ZHh7>-1*1)|MPM
zgfq}S3KGLk%R8Y@3pN>B^F3r|)tRcO<tkYb>Hqbq23um4Rz(~OTtdgBXVSVfhl{xs
zrL=U$)`u-ip>~nWecNCs<KUIsB-2^fLM}Neowvj@+)?l$I`at~_7|#sTG?zSddN+q
z4WjY35uTwB-z2Xh`ir1Jf~`^BbvBzIbVjNe?-nKS11fVa?Z|RvwhFh$&0vF-+TQt>
zrgToR_z&h{rQZ%6vwirRsSx26$P)rS*gm&VLKOcXAP~6V2@nX_YKLe80D*u{UH}CF
z5Qsbqfhgn<2s{e|0zp(N5r_p*twd{-7zIMa8`MOjnrv3{TC{?0T44`T)Jlqblj42^
zPQ)k~OiG995LcmWxL!WOC?Ba;jM5PcLE#V;WA%!0fJx9RS!jq!fLK820y`;#AtC@2
zK|v0HcAzwwP@IEaHHnc?HOZ))Xi?Qf0|-M*0N?>J4~VsZ=o4596gLLJ7&7u<Fex5H
ziU;a&)J0K$y$}duJ^=EeHy|I3{8l}$yPgE(Lo<mtX|YBv3IQML)kvKhu2qa0#i&+w
z27V~kjY8c>QcCCsP@L#MF#tbk`0<b#`2mp+l;MbQK=1?NAK-8jJK;@%fAEz%3^s6N
z!dCt>{Y!^THl>ox+0o&84Nho>D2Dew9?xO*!4BD06W{jIXKbCgk8k(MN@}2^Zo&1(
znrBv4a1%P_*X-MCazhfCtJ9=ASx&!1$IpDlQuL~6PVv~j82rr!`9R<DbD?S6XX9IW
z(3^phm`q~{sx#>b+NRIW(J5!X-%VH|5OX5I=d@-(Qa#&vnaVVBpoDF#VVhr1=?N_*
zadD$9&3BaRH|0s8W|BTj(>EM>N|jGXW3zaM`cGR~_HyYO5g!}#wC|HvZCMVcjW{!u
zA3Gg?HJg@2qI28JqpR5+m#z1-br8~Q%V8{3v8_Qbdy9^C0tY<S;`aZ~-dFfpaXkB;
zu_G&I-C5jaad(%H06_u-2oAwD*a9oK@8XgW2oMO6;0_U@Bm|e__q*@jci%tqs=9l6
zeD<8PXLm_{A@$kx%;}k_uBxuC?)gr&^ZG4c+BN0Zs%-p&TYDX17{{(h!g$Ou=SYIg
zu+J70gdYD89t7ea`~yNDbon17y8lJ2SBXRX1BXBm{6mZ!4EmB%<I;1Ivg>EnZds>E
z*Jf?r>d<|3pMlff8NP7zxYd)VZJae{*P_J-SFSu>Sn$Qh4Hvg>y|TOH#-aVUKmGXL
zspDUNaq|B8(?4H4_wd?<r?;-Wym#YY-`@T|_wWAS`*;5rkq>wN-?z8^-`6+(_wKd-
zy>sP%Z(aJ|8yEiXwJ-nY%Gv+9bo#%)I`v=YKl|62qpwdLdU<@`^P{Ctj_iDNXxqaB
zTYlTO@xh+;zmyjLw5#yPoom0}zWV!Z`9Ew~_5H@>_luW)w|3EYtLEQZG56-uS(g`1
zKR;*EsTt#rP9A+=!idtbL${6`yl&Wl)r0#i>DPT$_l}b~wjR@_`LMjk0~^)rQKx46
z+?>4hw0a2%xq+B;NR8(agC04~qr?fmcqt}cj*F9nu}Tmm1Dk_*#drlsi1!LXpOD}e
z5(7eVjF=KDrN+r=@d{*k$V>`krNri>$LD4y)W}M#k)2dCJE=xyLT*NUPFieMN+3Pi
zpGGJ($(NGkO-@vj66M4MDIq}&28H-|Auiqn6dUh}p%mwdiSq<vk$iC;Z@dVZ`;;Kg
zf#G8Sf`1Ui7(omOq8|wH>#`3>0)ojGk{W%P-Wh552k6Tza%Ke;{2<9*B#NUT`={ve
z19~ihdl`@hb|3zm-h)@jA<qKAIFw-v7(%2Wj4|-5VPt+luSjQGx{(5B5Ok^wTOIio
zzuy}P0YCyK%Q}69I5CMvHM^I6m7+DrAtT%&=AZf%Apw(-hiROq2&$5FT~$1n=eb(w
zsD+4S_iMJiW?n0^mos6{dQW#98G^tN<96a9?RnrPYLS&28<xt@3g`H_BJmHL|2L@+
ziH=OFq$;zMv(;cK{)`^~U|17C@Pj}|1wybiO?E55+ANz7*(R-7+UsV7rfZ{mXwaY&
zw^4m!8QnA7XIUg^GLonXHmdIwxDX8TSG$H`fy>>%)Jrsz)1Rpjh1#z{8F`N8ds|x(
z@%9>?OWz=eD>3SVG{duRAb+B%V8ej*MRo<9`D?x(=f)pF!QB{4s&PAX?-~}b5)C)v
zZdZokMjc$D*^eTSc4U`CO-FiHR&iyt1WHwz|ABsCrTfd)E1llZ(WL-w9awW;#@CK^
z=iw>|Huq&lMgtlQZUjOiE_>o`7_e#z1TWlSBZdHc>;e!7$O0isK~YK+WD0?Ry)YmV
z1Vuq)5+DRYK?DE=QC*0wA;#AdgSDjuL_x?&4P{6Kk=#s4X%5f=CAF23*2bIO)|=iA
z2(b|99TdPqAgMqIz$aw)@aFXNR_l$FqY-SD!O;$+0LdH($RVqzms4gBFCitf2SGb<
z%tJQ?Q5IbYbyg7kpzd}-az4l@0DfpGC%2H3o6AXgN+Kd3lmyuD0&+eu<bwjphq&5u
zY%M9KrW63=1MGHzum>b1TTrrKmk?1&CCMKW_237Be~1D6gG|5=1pmOcy^s+9K*0}0
z_y*(yK|v6u&^2vUv)mH2LR4cFQ+GCuci|4TF1^^@A*+pb@<;|I!@QN@S{DwjKZW@q
zC*~{peB|vlNx;;6-JoeRT<U%`h3I7-{%7JJBD4yNoNaWW>rGKJ26x-gJ(0GnqMmDF
zqaqK(@PwwGg3I{s(V*L}Aw8Eo(b<Gd_csQg#H(w;a~ZcPJKk_+qYOD<OQSf%RHQLz
z;`-+)P7<K_2i$3nhurLy7K>w<?;>vlbsodeS%@{V`cQ|vJ9Qn~0R^EgZac5v@}=Dh
zz(3Hu_qs-zI)xUzQQ_!iXb_iPbgpHZ`GLlYZYdxD8eu^`P(*|Y|G*#+e2!vC2O&!e
zCww|_GOE5%Wva5&0iC%H(sq+avK*58n1p6N#QOu`tLN~ET<feL^RswO*#81Hzrg)3
z$V>_U>hnLq<`?kJS4RAUSFyoA_{F$b#6Kja#iv(G&Tf!hyH(xB-SXND?$~Wip8?a}
z9=71UF{>s{T0djPj`{QUeYE70{FSGQ3(jv^cVWlYD|<_B9NvHX*pWLYKmF$PXFr_#
z{K3U@kFQ>Me)IAlcdq^W?v4L*@5cWC-M#)lcdq@<t;_#?<Kll``|`i9ocr&~U;Lko
zr~m8AQ~!1Dvwwea>|dup`Qzl_SD)>F@#*g8AMbi{c>CjnTYulb`QhG;zwKH7YiaQ>
zB}G5)D)?#V+Mjl;`FY#wpEj@jX~Xg#i<bVdcJX(s7v5bl@5a(umljMrH+$mA8RI@N
zLLgSX)q7E&t{--5j}VB~dBgG=4QN=md+i!+b26KxB-f6M%Tj#F9x2fy2R%wq@CBvV
zpb{UiB*2~^F>-=mO7Mz71;`WhdV)Srg5Lv48<K-^T9Q9AEjA}JSiM?u?V9QJ>Si};
znA@~T&E`#Ox5%s0s#)z8O>5>g%5BmhyJ6jox^>d))Jd;hJFQl&)S5Mut5;8~mK)5@
ziOa~2Nze4BWcZTPl*CjyAyp2hNbxCRT(S_GB*Z3qViG+5L;*JG@Fq%1f+Pk-F<um6
z1tG@c33xnyB*E`Nr6Um(gaiHoHh@6qqrTlXSQIf`+^LNqA58d%2q6$vh<{*NAgJ+M
zz#F#s2lxWRx=hLg0E-*ZW)0Nyll%{Ugg}H(fSvd!{{weuZ)}0Nck1NB{QJf>%84;`
zAk*wT90-K_q|e}aoEV7Ud{yzx3?qU;A1{H3kp_+I>t>yt^-%;<1bQ2ONm=*@9b*PP
z!X3y{NVuX}vQgkHDB`i7J|J`|hZ-Z1R;$f)GZj09I>*nIfq&p}az)v&Q40nIfi#T2
zmZ2lAJ6f>S8daH{oDBw}Dl5d3db<s$j18o5JDYl|BeE&^103RD%|~aoY4qDS!(7<b
zCN1rCGeV=xO)4nop=D~RO-QMw+20@eHyeX}&5C3mpJ<V!$wH#Wr}|ETddu+sqV*Ef
zBKTF_g$=@2O$dw!?MgMga;^Um+k?lIUo|1{tYbT>@8zAOr1euSD_&3+%?#f$=_HKz
z)JXRc3XzrWC(ATkcN5atb(-Q&ue3r`<y?Lvsf0VY8-u~|>NI6@o@pOd&q?E-`ZsMA
zB|7fT-LBNpgbXXxg#McPjhc?!H5jd5H9t@V_y<_=kboS%&f?$)Zlb1wX0hQodC2X6
z_y+(w(6B}jJ%Rv4{~-v1K_Kw`JH<cvDFi|!8(~lggoqG`WI>^OVNeJJ<bufb__I8a
z4kC~Pxgf;Y>SBBiDOgKNs4W8oBC&y-)JRTh0w@SMIS+skN@`0l03i?y(Hh_okQYLR
z-7(VIBOn3uLUdNLx+vM*yxHBo0EA%F(+fEqvh>sg5e^LP(A}F!D5JX<shfh-6-ds2
zJP$yf2?6Gzlak(%5P%=r$*FCn)HV_zACd|3AqkNWa$++%v8kNUSZ2rv*zlsB5?_}h
zALN)CQlPpN$d&xnL|+bUctKzfnSu<IA;_t)SBR_t_#wed(mp6kETI?$zz-V!0X7*S
z+g>2fgyei+$P<b`;eWY}Kwb{A9kb@RxK&7yq!=6;`Q}|A)4K2i6}-eer!#fus0Amc
z{)^qvJP?O&-UcS!eY?J=upriLl(!i>^qgznLmyFuQjWZ_p^L?~ra@NvwuDyJ<~TYz
z<Abz8(=On|Uk&qaQ=sm0$Y*d7=YN0;EpKbeK0^&sYj0@s3Bh3O<fAvs@{~0#(B&YT
z(1p7Tv;?52v`c>zye;!iI>Rt<LMl|iqxEc5a5)T5s0xJl$MT3>d#=kgM}49}5t?0@
zByXI>klSijL2ku4FMolvWGe*P-L$!t+D46^3Rdes52`2$Sn&^_N}Zu<zCtrpx@@8|
zSG7K~L;bL#u1nL^Y~#jWY{3~u8Rzv|{!_H^4=i~vTLrTAAm$9QY4#3T*C|*&q7cvM
z_O0N!1>0N@h<Rqj(?MAA4?Kwk16SA$ssMo?pbNAjRawwLoxapifuCf9g-*-XK2C0B
z6`lDE8~)TsgmtLn$9!9tp9uZ|ArO$h4W>zC`#O^RL4bq+UZ3Ri;g|0!_(7Nd!7IkW
z&JKPlE>?+8K>R~mF5n+>YPGK0xO-mf!5zAc?%i+d;CJSa9JylrxT2|(x6Yoqd(phZ
z%a?q%X2qG}HRrdiySQuX)qN#5j_kkn>EXMdee&Js$A3O|>fwd6PcDD?;@ZX6H!l5o
z<MO|6T>h`?m;US8g@0c;|F27D|8?Q?zrH;6uX88<JbV1lGoSwXIUpa7{PEerSI73f
zJc{6lXNR{xIk@%l{>_i}ZTx-DhKIY?{Z?B1TS?Kcy9yudDtNGS&4cZ09&F8juxZtU
z4J&>rUiM?*(r;HUy0c>5^`#$PTrl;E*%MCy1Y(Mo1)^w3zm)@fF6`ZzKp<L;Y29pS
zvxfZ})ag>ATFdm*1_{AjpFd5IU{}QikCGtx6Xe)LB_XIJ!WI>=a*|(4^oofJkSD?G
zN$`1s0Z&4LoRZ?t%nIh#Os!KtyHT@R&09BU+o5UaZY_KCYS*W4hkpG#4d~aQU+=cP
zd$j7_HLr8W#_ifSY}>wJn|2LawW-^pRqbXiYBX+^)1Yx?od&5j>n2sJosd;CE~9!(
zYHlDU$Cs4tP0W;o8B%<@7?&o-q)Pr2$(tm}iHLs?;sqgA13!3t9w31bgFtvief|fZ
z0=Wfb06!r9LDujOhC~p=z!3icb2kQokZJx0n2|+-e?Ui9b@?AS{sGu9C8^LDGv<G=
z;vaD62Vx%q(XatKCh_@(`2zL)>J}KV3r2Wk+#tzt=P+M9g@5fo`5)Aw!NtcirGx6}
zq$b?I#Ae*@|EB$_4{X9W!l=FW3QH_i$a7c&y`i$2K!&7CCD;ZQE2;|`%;A9Tv0qiZ
z1b8;+?~b7Ydx~YzgN3R5Dbbs!hY}-MbmV3#mdemx=lHoo@ejBI9Se{3YYSo7XSkJh
z8YG^_#*G*zv%nz_Tp71~k=8!2rx7w8(a^x6K^m)!e`>%X{6+a_O(27>wlbiHKsbXR
z$au|#piTkIeZ*o{Zblfc*21Ze@;7r^mYFf;ZH&R(%y2k~@LG!`O(qmI!IB554v>4o
z&<e~+a>1$vz2tReZGj73gO+Fg2m4?Ymf2OeL)g~wX|Nm!Q;|r2QA5@Ub!s#lvxyoR
zFvv;|JW%BZT$%W!K1b)cYyvRdua?Wn4YkJVA6m)fsLDAi%Btv_xEq66(N@*#&#)1S
zc1GQDJvBe<?>aKtWW>#Mw<}^)71fU-<~iI8qp2gkzAC7!nZcWde+V7?5N-xbSf7NK
z=@Loz;PHrrRP+P+KR_UGHw?@IVTM3J3WzwC1wu{)2!yC4i%N><O%=T~5k$J+%kcOz
z1%H+h$QEOA#MoRZuDTSgAp-;=p{|@jP!NfY<iy4Rgiw;2Dv%L^U?Jp`7MOJbcAbC?
zGExBx(N0cpPf!q@00rR%AOt3Dz}+zn#1IY)<ls&3YNReodKWpZvz*pRO6w@40|DBB
zW_xIlKnsF=z{jPumXcdZ$t|R$=2Bvwl-N{CXoARxU?Vx$P>ydP$JdwR0QmqLUeuCf
zYf3Q;`5^gnBwx1Z&4LXt2<#zUkkdR8F6qHuA+nMH$sfF44f&ub0U#Mj214)yArtt4
zqaADtfN|g?OR{#r&*Dx2y7^jYQ3}q>XasH;5KZ0LFyN|#Y<P~>wj-A>RxvS&hZ<RY
zyXN6RO4!))@UL^)VZNJ)Mr;<YbH>JkWNcLs!bukPkYEpQ!i1~_nRLXo9V_uC%ThpS
z(>;12{4EduA);%E<?zOaAfK`YixM;RuLv|)#wGf=g_yU#K8ZlM;v%;M$Ci=?(l`g7
ztLj}<qSkiCNmQg-6*mdP6RI-diYQ+nq?0VR)Bs)5UKgxyQeCS(l-Zu?5^a@3UD?o8
zh^ob^9)oaY;T%QEiB6`XIK)^UXD_#Zs#TB#Z1E59EKBd;-GmkloyAmHbuVn$hpjDJ
z_x$3qjm!Ei|EVJI4>pk%Z>FJv7U3KGOn55{5RgD@V?`<0LLm4_H64Tt{-KQRFeugn
zG;4A@n)Byv*B9L65LGXve`tBj6#qcL4~TytP-e^n;Kft`6#o$L$uT}aJ|M;O{V%){
z#XrOn{6j)I;2%=58s^k&UAIy9yq1GIbRONS_msEZnmc^hviC<9Od7Xo#^hadXC7EG
z@94_Kr`9h2V*T1Lx2?Zay6x)z((8x!-Tvg@H^)Ez;ncAQXHPynfBNZ#v(GP{dv)pj
z>r3bVxOnc53tznc^7QL-Ctsa8{_6CnuTFjP>g17EpB;L2?7*u}_rE;4_r=Gh&yVbS
zc4+&v16!Z$-~4#r#>aa$Jlehf(e8D>mli)PDSB8^_^_nlw_R%=?p*tD`<jPaS3lgG
z|J#O@57sUJp>XLps~6s0G56|{nP1Ik5Qw7)ff!yocF5)tg9_j2vtmH^g}pm{*tOln
z4lPHwYC5E8gWh#&w9n3Hnw(fG5R)k>siKl3C`qC}NsdcY5)+i9cqKVjPWDU5UNK1#
zlNBM!=Sd7;@`t2Ue@0G1ZrzOfd9|9iZ``3rs~!V84;b2O=z9Z3jelp{2SX=Jes|);
zp%ccxJ$CHCQ6u{d8`fj+kZyzC=`!H$&iw{;=sloqk3KCr_h{0tOZ}D|YBy_>+ptA;
z-Dc@E8>dujkeFRBm{BJ#tyUnVhA*kQH?f*GK1+#Bm;I@dk|c?VfPe6KIR1fvA2<Yp
zW`O{`>+lZ<ejxY<*^l4{Buw$ABg6}laT%s^D*i#18GIf5h6sdUh6qT_H4*L-K@{pU
zZn;y{7bq~ph<~tpHahgXJAC~NLUsO;VE)<6H#%>iOz$9E5C6eGlrbnU|7;rQ^?DDX
z9JSX#6+L(3_x~%l_b<t_d9PU8MKC&zC9nTjvIqjNMR(yCKiEn`^--8`#^`h0P1G$k
z;t^vgF_MKVx93_aLwl<P{{Zjh6=O3Ywse$yw0^QQ-%VDgg*DT#W%`x2h1an>$aTml
zV~}!Z(p_jKGjp4ISSIG`%pF%jwVAc8O<LMp9-iG><o>Ivy&Bul1g;&EIT7Zu<3qvp
zQ{^98Bx$moXfmljOI^yt<=oH+1!a(}-a;&8gVkBgEcE+0YA`%C>5SRJs+Aei3!<5~
z-_1mEY1+7Ur;nnYL}%M29c5zQe7EQ7d8p9xKlq0b4AN?%HfNlCougGm!S$7G*nds^
zy0^<l_|Z~gWcNYUQ>se*14lcU3Umq4`j?Nq5v)|G_y>H~K{xeM|FSd?bSn%Bfgsy1
zKo$rAUeMDl5DWq#$w5g@z%?NySpo<IK|u)KQ~`kyX@W0Z@MnmDEHNfqip`PYs>$&+
z<X}xXSX&O(k%RT*g!*zq1396gtYRVLq^43*Gbt%gN^Xuggp^hi03jeF1niEH!MDcf
zgu7#;bLt|e1GWK4u~KR$CAE{B+EGsJAf>h!Q`-@OJP(9Y0P}#b2SR{+XelMNAjpSi
zfP9b=8cV@OQhWm`zP=P!PXgpaEFd3h%dp!8rhUkj0y&aDTk>T|UZ6}-$q;2kJ_u5(
zAf<SKV5v+>kmaC)%bxK47p8qc@Po_<zz;}>fAC3UO^j?fVgq;}pWTriOJLIy$lby4
z4^S}u!@M4FiY$3E2t){r1MVS{sXH46KBo~jf}U7D4{T!6;AEWc%;MPaVl%^?-NO&}
zp}*>UyPK@aQXJDh(Yq!JB4O^4><en}Y%;b`4tb0n5r(0Bs0k9c8zyvRiAWQRZOu?*
zRdrEE8O+<ZNPp7W*H|y(b9Qs!R32+AFSmNm!!L*72`yqNPpk2{;W}Qk)tM$W#yM03
zy*pHkH9gmKXk>%>&v08Bz8<UAivEM19y<O3odzM*uCTu_vb<7PM-~_+a5TXcW_yC~
z^_&-P^*>cT{z2{Iq^G+F5^ldb;~xkF+9A|b6G8B754Ht+WCg`qK!P#?9mG{%v%|L!
z4@fmK%`y1|_0a6W!nm!=6Ql5x6aE2Sg8L-EKlptz$3Mgq`~!hN0Qf<Q^@=fm3Gfeb
z2|mC-q*hPKY?xD{b=?Nt^IE*szQcPxdrltMf6lPCmyRC3X8e2Wr;Oh|Yx3R&Gmm^U
z@3Z_xr;Ape+f?w?j*XXhZ@&UrAP(-i^YQ*~j~)K;#L-_qKlbp<iN|M8K0SNtInWm;
zUz|Dd{PSbaPab`C;>h#khn^oh`26Vp=b!9-c4YVS!==v;?Rs`_$Fl?5p6=iBbl;{Y
zdp17Vv*GdX^^Z%}JuWSNTw3&~1gH?`_mYA~y9yrdSo>)E+DBX0{Jsex5I+|$yT5kv
zy;bvXel+{?qUm4Gn|x;0gcH-pells){_*ebd~fi^Vg1*>)pJ?DF7tbKn9;fQgm%qG
zwrD)CLG7;9vs<O5)Q^wL_4+bpUmB)ah)I^?la$1uoD?S~$4JS35%3Qwij?M;Qe)+`
z1aEp;AhTw2t;W?Fw`<t0PupHYd%iPn@R%9zO<nN8oMqFOteLa2V19n_!Zn5S^ViH-
zzG~)@kEYCDG-1~K_h-x-Gi~;JlV=W}Fm1@#i33NB?fv%1uKkC$?>VSt=e|wa_Nd>Y
zOYJ5dsyAqpU8iMwjl7g<O%k&j1vBc$r`3v0tmco)^!n2jB}E3@zi0=6fD{m-&jTqS
z5dQ$G*FF=5<PYjx5AY9smqUa=z`Rd`Co%j3rhuUM2XJU$=lJQXHxjC{ck8$);f~gT
z=16AzgDiSvi4lu%NUuj9!bb#k$(>Fdbm#ST!YxM#%noJpQdXTR(@_*$UpT(KypK~y
z`Lg86CmM!AG+zT%POGc5y=trlL08!$xV|!-s{fUA1pb6z5(pqcO@B(gjb72r|FFuc
zZ$}%mF>GGhCL%@n1dtW~fVZ+fSH}aBv&#f0lo$ygVQ_bDUBgltm~;-ID=`0q0sjCJ
zU~>U|fd!m4>d?tBykG5_AF7V1E{qDbu&wfJ_n^o+5woI*n~eRPNL4j6HWSg$GED0a
zTo<?;%1E2lQaPCTv9#CC2zA%82?Bp&`3rOj*VH1~cEUNv9ws8pqnz=)-U2JLtXdB6
zpbC@Cf7Jzl(#<vI?L>z+F}Kcm#$vINwox@F%`lwLpviH2E9d%8R21aQs<k<+3q<~0
zvr<q6&I|xYLAbscWW|NX3##-CE7-_e8G6@Qh56~EfjR~8XH|Zo>fWJ%e4^Ghh&o93
zEL$n=#^7QnW&EV_pwqjV8B2S0E+`Ch(r(K<l7ns2eiWiuT-c8ICrf)nc6|;lDnkWT
zbrq_fQYGUb1d{F&GG5~T7q&#T4}YDM7y<YJFM;>$fKb!cRz(&600o3Vz<wAU0->gW
zFhC$;Bq>&s;#CL)WI3QHh-A?Vxgb&y1>plq6aDF8AVZ4Dlw-4HfI!6M%8&~pu7(s>
zQ;x4C$JdtQ>qzl+rC>cNSYHY@5Q7cHU?U-+iICV-Ov)1h2$9lKN`;INWNVDnwsI<L
zRMB1~Ks9ubQW(i89gvbKwU?6_Ny+WR<hEi`8zHH+klaets3l?^DC_}{4<zk_n9x)V
zHU=Iv<U?#-DYmv0Q%eHmLx660QBCsai2f|mmnnKPBn2p4lG8*fRg_Wy{D8?^#Uw#Y
zfQ>?AIUe@B@G1dH1pk1mVd{bySq+0VG5jEiZgpY1D9ynSuxp74^FR+N@&W#`C2#U2
z5sTF^KnjP9_GWUqh5=U{UbU{xds8^wnff}3UmHOo@;DYdm&SiMY{OLsX@nI35Yefg
zhr6IkDTLWZy>M82k$E7T?BK7cFGnB6e3u%fM=-6U6L$Ff5B|YvAPD`usXObHTi!A;
z19QYe^sZC7*-l7(bBtYHPRe27p+DNt_x0Vu`gBz?TutTF0&|$w2RWT#9+l6nOaeDf
zXQ*r9x6<|QDEKRWTVsLv6C)ecol<5f|Hez)H5Imq!nwKoqbvGXCM%RoSfsk^s%mM7
z_y=vIF#8JLear>z62n^$=5`nyf+mG<S-<5!RWbg-;8?;6D$JExFzB%R6HoXMQNacO
zP-ZaTTEX5o>b#Iy`>uDZ@XB`h2Y3U{UV@j2e+V%AL(qVKXx99#_U%XY=ss~k-&yYr
zT0C;ds<Fe1CXU`ReM0HnDF+vS`04U_C)X}Lvo8Pq=AsKbHeD*&c6HCroBK=e9^U)i
zCkKBxcKDaiKK}K@Cl5~?eRSgJ<Ig^MeEj3b#|}R}df@RV`yL<J`}pwg$A?NDAK3YL
z|Bfg7wm;ds^~v5XPxfqjvU}r`-Rqx}u6t5iOsMEdDW$?ErIZSuloUSQRrqvA!ISL;
zkGB8>V)cXdD<B2Lx2qT4Suq!O!ML<=+WEPYPJcN5__Q%cCXL+l{*Y}W2d*2^Cx2k~
zC4D;0>E3Q?r&jN`X*Q%uz23E}x6jIGl87lFs`+9vm6$XoE=37a{6nmi6cCerVv1Kx
z^~xCmB_qL~nHHN<J*h_1+{PUnwHw&6AEbAfHD=nf>5JDdF4(zx^ZxZEpKLpDY{#J!
zyN(>+ap>rleTO%c?l0V4x_Z;j73;QtRJdi)>h<%M7k;>S)#N!#-k&;e`1l!vM^5bX
z&e(4KN3`$pPRou1nzZR%Kd)P@MxAo&wacp2CZk4+w46ps>9yk%szII#zc1bE1qeif
zF$;v>;~^yaJ(6FL{eXXvy<|HEzgL0XPt@riru(BaK8k#>!9U={4Z#nX{{h$7VWdV#
zfD$%Q)I^oNUgt{_KG+MxLI~%u;vX3JK@Cnwm&cifgL}vG#=akEe8L`~3sddJ5%tYN
zRI62)f=r@&(+?eNAVghQP352VI!VAV{_;L(>}dR2V`W^-G`)rkQ9)3xYIFq8)$k7l
z&tUN?ys^v?k@^I~;DUe9IS}>!BxQt_n#`2{K^2tQr)f_|6{x<^Hijq4GS;`;&C-wD
z#BQk!OuiBL2W#`oGSo7}Vr$-Z%_nNINY!vT(Ge^vlFJE#(Y?Oo0H>OS&Xz(LgWMEq
z;M0XGlbIPO<__xv23NopWNVWa!G_4Q{Ui9Z!Y>%6TBKcUNfU16WKlY`R`g8Y@%|>>
zEb;`)F^SYhbf%kFY{Pm<m<tYkbplr&G{KgoCO4&&b*-bs{wfz*lw#F_zKsT1nWz7x
z+nTIeHSCc6p~)419*y3>_Mw$?5{!z7E9ADgc)aj_a#xC8K_QhbN_T2el%LBxMOh5k
zJh!Y%oSI-dZ*%96xiZ}<iid7oarXWm1=J&@D#Jg(9N&t6pf8f>Ut7)c6$V<cE;87k
zfmiLKq~agolM4>DV<-p&Kd2B0OaUSAT`(X8gq8(@LLlM*0s&h*$O?f#z!s@qfIuJ#
zfP(M=rHcME3W1PfArVBj1Uq8HRKra%Vyla>HN@DOVr(rSA+EL%S67IuC&bkk;u{F@
z4TWH1A)%>2P!J*l6(B_epch(;$!!=VwGorr3Q2%%U?e5B<s>Gy5fhMv#MVMWD<Pq!
zkkCR%<kVb9Y%U_@F-mAA2AhiUjm7weVq60;uD%#sSB$MA#?%%AH3feS(O+Hk=ZgMn
zBJ6hI%L3#Bl9DbeX`+nC2SUjrY<nRA_yH&g5D{61<PRGD0an8p_`xO>D&|2oerm^I
z53~T_2a0nrK_K+t2fE~qS&tE-7M@qPH8YbdFbsdDu~l=4=0Vea6u^6$ZWX3)35_eG
zG@=p58lJ1`OT1G#7RuLNcX?LauZH&WCJ?>b8jp6;E<_J;e)kXlK@(%Sd$g%LN6l2U
zzHi&h_!QpwtJ<83;wnrx5|%XV`-1HgEyAgq_G)aH{IeDWpuZyhS`&rZyDN@ogCtE}
zRGZ_NcrN3Rv;x`^#=Ki=vaJ%|jFWD%GKtP~$lY~SHADf#FCnxjLX;EDEVY$Dx{8i#
zIGj{pVebsp@r4f-hQUQ!f_7QI<v&#_{=py$G*{9AO}dNlkOqU=2j)f~M47M$nh3(V
zniB-VRa0foYwZ1u>V@pJ@A|}wy@cW)U`|E0z!2dtA%cIP`(H=_uN;HhUclxTbpH#M
z`~mYn0RACPiA(e+WCT-dq+~YAsnMox{qD{32DNK9s(aTD`t_PQxc`E8-&+3OkTv6m
zZ<su0$A=U4&7bn|l9|U=&Of>KqciJPpW9sg<+hC%cWk~|vhC)cop<+_d~<O3{loiy
zJhJcSBl~|jvj4&1eZL;w`|F|IzaA+0ZU3&{_U(AMcl*OV+aB)T^00LC?<Jcam27-e
zvf**b`o|^fo|F_nDJcSaid6WtwD1|H-G$F~7d|g7dR|iWY**3K9feP}7ChRr=GP4?
ze=1(~9ZdnTZ1&Z~GcGKca(2!Kr)G}*bjo`NCJfs(`mIgF`V|iDxuSp9g}pj{*sblP
z4lPDDZv-hIx>e6<m7dlxA+dH`LT(_K<x5EOCMLn=7gAD;m;}imd{U}U&hYzkf`Od$
zV2v87b(`ci?$WsZppJdV4H`9n{D%eeR_<7}@yO;qCrds)ci_aOkI!5=diL6}b61ak
zap}nCUmZMgZtv04C5KOL-+z4b?xP!a9xmLnKY#tMC2Ka%{itx-yp`jpFCIC5&fBA=
z^?PSR_x__h^mw;b$H7h8^l#9-cb&%FYc}YVTc>qaZj;oEx`|0O6N0(%aal2eG%w6`
zr368U^LSzi1w2B)BL)Q60|ihHiXT#c$UYzdKj5TKA-VqG7a8#nq6GHB2|j>8qG|nP
zSy5!g3k3g>Zw&w9_y@<#6%wR0H{d!5(nB2@_@JOVc7s3HE$^%TgvA4N#1HQ;^(}bM
zN+ozThEzp+lvJ!&jJiX1FawiSI31c^2K@!vUUls?jK91af<locl~ny2EAw~0e7YA#
zp`1EW{Q&zcG1Nn75ep6(t9mx{H$j`>O3__nV@sr(W{O(yse&KKxB%(Mv^u)?+Dyo*
zgiZH1g^PwcODHiCZ-V+neS1yM(%P$528OEw|DbJt!5zDy;ktQ*xd{$p45^w$R$N~p
z=!jVhT;g6CIk9_Cq=ON;Tg0tKPH>5anHgFX4y@{IT3x55=h<J<>+y-|l-%^Il^OaJ
z!)O}{+v@$JH-R<Grs>R!uNd&wnfNElqOcYlBa9wzW!xOu(=DbkuDDCl{iIioo;`90
zb`z!%gBA?F9mGN=p`z%CfQbFzQcMVBoc~t&s)b%+l~C3zh3MC$1(Q`64A^OvfXGn0
z&}2FA6g%y!9@5n5j7x=1Ppq8tU{2Py=sQJ)mED!1i8^$HDYGG<BW@2^IZRSHfevWH
z9=n_48$<i{hQhPTwrWl$zeENaTbAG?xxc~7RhU9e?Af>1iO)CWe7GiIu3we-2YsY%
zEt|9hho)JxJ=DSS*#%Z3_y?~?g0JypHQ%J_uK37?5C{f-aKJwVBoR_T0R919@iPd7
zq$En-B$1HdO%ebFp+O+hrI-vcCKGqW2xN-^f`W+26=QORnCe1I4Npu>PfRUBbv&_k
zJ+T0UXdtj$5X}TYDI@`6fua{$3W-1fX`lq~1|0=k37q0v2|&S?La>Dp-&}~#6M~eQ
z2?>OP&4gf6AVfX{n+WlZg}8?JTzGm+T_L8n5U3>}_@TPTmn-<H3BDY`n=N`N_<<lF
zH1GpMJ^=Uu2{ykV_y<M9KWLu<;fAneA6VE57F0=-KLGdv*OQ5N5&?5Uwz|;$Meqas
zBRgE!{?%d&nJi3KCH_H;pUd(LBpf0`sxJ5pAx6^L%I*M{t46HG>R1Qm$-244x8tA>
z;UYL>tQP)5;Syu0#u*5uKw=WcVOdhL8L-NCNkok$?IleEH^JYNViQopC|)3|r($PN
z+9>ey&_DSf9L4J*dEHN}FE|(vwTcLhO|=1yL!HL?x`ESbK)K=#*1>sC52xTDico}L
zn0mN(XNz#k)!vAC*4Qw`z&hs%U7NH;lK{C2)LL;o8zgCRp1L`XyY+I0i5VLmRKyaC
z_`(XaNjF)UL}xm5H&JM5h4IW(!|@MLpwFV>B?g9Lhi-u29z!=?I1et=#W9DY-G|?V
z?1=Fu=6^8A0fUfoL=+}<<00G-k+4SC13z>IHXsU@fFA(=j0NYKw)fYKINESPP8w~@
zK48E))_zBf#B{ee;*j7U@MSh^5U3KAWiJxETY=XckO2Vj53vja0W$(AP7z~)yg~r*
z5Aojk<UnF(LR!t#%*NGfw5?aa2jU;vj_lTXLZ2Sf2lbgdr2mo;gI0}xr)a|PEmOyo
z&YEyw{^XCBet2x<f|F~P0R-ZU4Ta}76<^r0{>t`^*LQBYRkH2g?(N^~+40?;9ryR_
z_<r|}A9ip5v2^Q?C0l;lwfX0r8-ae=vEjjv^}lXk_uKY$54RWpzN6^Tj-tl^Y1oMb
z86KVil>piS>Ba7%mq2@vUhP@;a(D5IlHzAOi=J#Ne6(flZyQ(ryl(mT1xvokUvPWH
zoa;+xUS2fqt9g^Ym^JRi^wCEq4&O8O?QJ9auOHHD^`LGa_3b>bXZz`$Tfg7B>CmPP
z`qr)0saj6+wDd+vskMVCxv|L^{^VpY;vWJ+qF+e%OX&e`c5H0T<Y2Ap=?xm!$m`gs
z{osy$#tj@Xf831X1*`TIZ9l&A;Dy7dt{*>t_w!5Np1pSe+_mq|UB7?!+P7yefBpHz
zyC=T9ee8=HAAf%J&}WzS9sRQ8(3x#}kFVQ)IDh@_C9Aj1S+Z{GoYmu|EFCd!-rx~4
z`wpJet?$?l-A1(PFr;a#w;DC?Tfa%S+V$F1uhBd^yHRFF{j}6tNr~0s<1zyNRIfKt
zl7gZbCy23v7$ZnAq8t#F0L4GxE<EI$U&KEIWF){pU<wEw_yG)u;UC}|2<WPae^3DW
zK=2Qc1OjG-&>ajo0TXP%;qVQ~|KPB52PS{Ow^~N#k!RYe*=#}`5j0Ou-o(*&G*DCX
zC&Xhg|4F@Q7=K|rqOWf0*im_ZP0KiydH6;+Pv?=s%$|cKm<+?|kQ<EowxKgn$u+C4
zy@v7EE;b_}84JdYm8%T@K-`5IRU*%!lOz7YcoPz<aHW(7|3LBrQD~f-xx%v?OpY-Y
zS&YP+ph6nlx`w4PFkE%`2Rbu_zYx|UnWMz0hlqB~=PDz!6&D@BAcBisw7z>~@~c)E
zE@52^83>;o%*M%_wDas)@N{e!9fDcUQe}>kSA7DjfLE!PfKp7qIx%Bzm)c~f`gq==
zajOl4dB!}OW-)_mUDy^N<2;45_iu%NU>c+<V5%erpcgn>BjT@!!Yzamo9Sn=s1a2i
zVJg?`AN~@TTkH)j(3x|y0qaG_%S49SO~@mRy`HOH)4p24^mOA=A%8@b6jWcNvg+uK
zqh7&XDVnIA6=$wvQi{n9>U=D;Mdz7AFQXnwA9UzV$biMyschJ{H$<L+dG$Wlg8iMT
z+?@Hb-Y2?e+_(x|r<GY#r@rvbgQ~u=@edGYuq`lLP1>Yc+c|Pr_y=5mA#Ig$S%v1;
zgum34@?nkQA4FNe#ZSmf0J~<un|fH`^HY*Uk^(}GgDoCpg+d?_Bqc#aN(2(TKuLm+
zpdkFIVgM3BqznEGAdZ3%0y#pUng=P@6R7U-*YNmjdIGgPf!ctAAh{rDB8VoK3j#q4
z9K+CD2m+)5fDJ~9Yat*tH&UJu*OU-|98A<0VGl@+5d08J!4GwS0l|-HA3VP59&a^|
zH^<}6_9$6`k|`(|0!{m%q>8d3?E@emBq>o6DFtO%=Y(ZXB?gnAl02wn<3At4KVV=?
za4eYi0m(4X*kpbn@CS5Wb`S`99{ysu@CM)?z-Wm(H8jfP^GQ>5<0&=4$o`tfUv?9e
z3O-cl9JJoV<5;XitUrRkrssx!h|f~lqfA!TUncfQ8_OMpVK7yPD)7CUgiU1>cw~g(
zSrvdE;Gtl~(Nz->l%t4D5{v4gdw=BGWL+j)Yg7$@HH|466~|W$c!8OLu62>e8@jF?
z;kX}eOV#>xykxK|_wH;G4)u-deN0}l0uMDdOm11{gu#Q6wrFgSt3a)h>!_@j8YF3Q
zq0swO1{e=;=zK%w+~`f*mEwF8m-~nG6Ee)E5>dBFH(8lPXF7D3Mn&?>gyt0#AO*?b
zi&R+=w_xKg41PoBG~B!>8{E~qX`kS^tl#pVDlPwm$&!uT(4@Xd4k5rO2mXO1e?t^B
zf#cfl%Z4X0cIB7~QgGCfvAsm^Rwdf|8HdW&%Pac~nZ!w60Z8--f=>`h84d~lK_vJG
zOaT##SZFyOP!NiQ;0HyBQ3(Da=#5W_Ny<)4tCg13B)3L8z(3?Q8`QSVh_0Q+_3k!x
zK+oBO`z#vTZ`sI!YsbE`VdC%|(?{=_HSPdpfmk~0*vf?`*DO0#u<A@v{<(E)zS>Z5
zX=BmV&FgM#U4LuqhCACf+}pO{>#gg**}DGQE$hDBQvBWKqWhZ*zu#2w<K}{&HW&P|
zx!}R(f?v0+eYkb)?_1YC+P3z|_O(xUtbMj~?ekp)FG>ntloq@!Eqt}R==GkWKlT;_
z{kd=b>pkmVmacogv-s)uqQ_ec9&TFw3)uqWyEO~%t(tdh*{o|zre9hx`TU#-r!fV@
z$OGes>>4$2%dkF0gL|wT&~<U|PP4nUo7BF=do7v_ZdAW#t(xs~sx{BZZkU`|E0~@g
zlbYg9j+c`Co<yIJ;+HdG{JFtk-Hep_^>g#uHSRc|eV_3I-kmpQYVq9V`-`@HvFGU3
zPrvx?+_j%B-v0IS-QTZ%4fF{A-uwN^-G`TM|9bJ}gRidteD=x@r!RbW;@rKXpWixk
z{POO@=eCxfDBf~pW#OJhE4I&CuzvE)HDe|&dw2BwK|^Qu9yqycuW{|WjBedwSc^6T
zo96Xw(6D2jI<0Hg$jhw;D2O^K$-q-qOiY^3m!v2O@EL$8#ffsPD91>8`~&zdA5Q(e
z6#o!F`~##0(ULzH@ejE71;syjy<XfS9=a042~e~^$bVsj2_*A}5|w_2uu)bMa4!r*
zJ}~eD>%zo`+XawpieYjTByNdp9%qO#D%pWlx<;5uRB|)R`#48qP=|QCiAE%mgX7@k
zJh82aORBEDhHm8;o7we2m?N0tE?1>+?a%^-f00Vkz;jrEJ@O1dHJR^5LD?|hkjjB8
zg~XHe5*wcNLSQv@nIC+L&!_lF3J8+~^oQ=!FtbOS97>GDo1m)3?Ln5xz+n~PA3R#B
zVyB5rD9sPc!0ehIs*Wtzh9zgW%3(Djtjao`O$=!E#vKB^vvvt~UaW?H!|ce~O{}k9
z^|vxkAHwS94wda^(+&$Dtfv!h|9<!fonbSXYf4Ay;pCLB{YF;MK2Z#PGV9dY9TXbU
z`plbrt)&MUwP5Z7_6BScZ%Fpc<0yTPgR<#~QD37d#|@2ZgEj+kxQ-~~`tC}J#0ZJr
z?VAv)do(G|bclN7U#&WF=)i`3dmSocD?;Yk{?4?AlKY1}nuM%Gdufx)-MD%)y+_2d
zLQT>2*ebw3fSn)&g2W8Ae@!}ank=jM2f-%`es=;41FY3~WUoh2JPJS{coqnBlSraQ
z0Dce<{6Gou4+w!E8(~OdK#~vw0b4u}2n3=aBtoJR1Qdh-gb;{C!ADRK{uIHVD)`d`
zf4T?|2tVe65P<yI9;6&3Up2_I;DLM#h=Qo?fg}vE^%0f;-~@yyQ0M|hGQi(vLL2}a
zREo_LD8)1r%+yqfX^a%xh*2D%9XLVG2S7d$@Iy>Jcql#^7y#r0FazKRB?piX9vLXp
zBWDP5ngAPK0P+DzOZ$Mx2TEds3?#)Xkmpv8^(iqh-=W9{{+G@^cvrRbDSVHkCVwEn
z2mB)dkrzCs{15ab{PjpOC=fgyu6johh;n{(1(Pc<47g-qB@ZN{q@@p<t~GgG!>vq1
zc2o`td)h-y?wZE2&{7asR2~=BO-!P*7=Xrhw0|m(*fH)ESQw1=0W0O~S+sBRT@fD=
zkk~)?2U9!~?x87;H64;D)TB_Z*-#25?d#$n-NcH=*yeezyQ6UH3#RAl99Jmz7Ws40
z@^zuRyXY)Tmgl){(s0+5#)h5tx%(n*(VjxC0%2Ah&jv|yHfRCltTI3q>duDYR_;o1
zmsNRw)#My*C&l_<G|(g~_d|DSR3y*LmaO;(e5h{4jE>0a!mQPA@b8Su?%JkX{Wb9q
zbd`yWvn(_Zr%Z=t7yJWY6`T`0K%~j>58-BkaCE{(w?kBKRi(ZCJ5;t_UfE|<`~$!q
z0Q?}pUjRZ72!xCVk16i`iWE?!7{EUu5%7a7#>jww@c1GBLxL}u7MGlplwLbMyJ_{B
z?dvz_nV0ugyVfJRb{yBM%anfIJ{;6@{yV*v4C}jU)WG6#?`)a$?yl*h_RJoC5I4e@
z_382j$5t#kv1;k(`OCgov*LWgs;>(3FBPr6QoQ=wx-~b}t+}~w_3d@5?-b|XEzZAJ
zwCd}kmERPtykETP$MyL?Z&>|c<LX~Gt$w(9_3v9&Ki<0L>9#e`wy$}<W6g`5YhRYE
zeN|fUdUxR;dy4+tTl}wm>;4V2f5V@9H@x1x{zb{UXFJzD*<SQJY=HqOAc~iLU$FR_
z{P}lQ%)a^2%&Uv1UYP&E+1cYxOdECNgQ0uI4B9cG?}j10)(q;ltZ(P}J=#z2)M{Lt
zymy;5?q9!Nx0<!u=2UN%QLSE5R<*eFR9_0kKlsH|Nd6EPTQe!SVNOPqyn5~XwCg*j
z|A_gcCl}6IvS;;1*x2Ic@pJdjU43}<-s2nJKDqJjQ=seLJh}GulWX^$Tm`!O<m#O#
zSMEH%c=Pu!ul;uR($A;9{QlUPdxwu--+k!9w%w=KZ9SG>d}zt4-E$Xjn>Ks>gehxA
zjaxQ!<idgP%<kQPdiUNFyL2DbzT@DQt$H_U(xp*@_VwzvtWmvjR%YFllo|;MS+TKc
zet)vp3wuDuOG=!iF#H32R?Jp`ytv~b;2#JC0`Lza!9O5g1_^eeq=b85LXb<~519M`
z@DB>$9{?nezyQZxB;0<gTJVF)vt#lK#B%7`MYyF~LZJ5sl1OTLOrybw4GnBm<&J_*
zL$sMlxMR0|407~ckqqUb_#&qzor*pm3U6;v9cmBGv4J&O(4R5A&U=H}<z#PF*IwSO
zFl^&pgYcshsksl5%2kJdz%Cy_j06j2up=AsGsLv0op1@L;T8#{s3^Ezz$xJ+c5Z>o
zN(Davz5){gvCI$u;2-n@6Hf$0pndk3J^1M#{DYmPIeCxB&U4%52`JS2karWBH(>9i
z)cO>oNS!KuixHlKRqq2G%5{oooIZp*%G=eaZ{*oLi%*{&7C=~|Sno!4Xp1CvH?P=V
zi96Edj9eK>)g7s0C%UkFyJ@|P%c`Oa?yDA+FZPOlB3Fv4K0X-Pnv-F@i|B$wQ#7<m
zNcPOvW=(#^WI4JuPp8LKv`O&$Th<1(?x0Gqg3h=r#a2^goHTW3&cEs#nU94-{!@4b
z)T4@jFuu6an>4baTai;AVc*^;@l2j*GBa{$$4R8k4^M9P?bQqFO)Ez%D>N{w^s2!>
zgf%sDniO;VLmA))fJPAfgOA}Kyc_}nC<p?Cpdr5sfgtz?4uRnK2d^kVItaKGLLg+B
zKp>PjSOFr7K(G!JFDmf@Qc&<B3c}-KC<xJ?BKp%rgg`J9gy7E<{8=6#U$)0bAP{~6
zfe65k7`iMFn4f_X>{0>L1oJt>0yWbJVGjUxFi{ggK6nC+Jb{Lu7$gA*(GHv-=L1lE
z4}c#6I`D&64}JjT15mn$fFA@*`=B8oL<V~R`~$!q7%3Y5A;9+gQ$gTt>cn3Hn)^Pk
z=g|Da9Qr`P4=Vlv=VKNk;D<L0{{YU)*0~Yh%_Au|XFhh9rx4z_4;~&|86Q%^Ekriy
zuF{~+8Zv1TE35ga7Zv{iW#TNDB@#s=lq>2Z)Ia!#a*EWp5At}7dVDoBB1=6H4DP1!
zR}I^AD`q^v#)4_oi#*;iJvU7Ai~PChfOQ_sy+>P^EYEYf;=(RyY?wwIT|?APt=*hl
z#XNZghT(dN(?FnkB#^Vp0Ph91_H1)2ccr*8rZqo;YMPuQafVK|VbegJyS9#)nhbe0
zRUmLHa|0`eXTwwM@eeu?5vSqgG5C3t>)=*lD41?V7NSWmdYA9l_)nPsK^JM06<YQd
zQhz?=GQQNK-cQ$9^i(D-7`q`4hlth;lC-MN@r+%51}$9!1V2c2xgAId${`SHIBHiD
zA3-6vBoTzEjrv1e;?^2s`rKP{-MTuwzGG$m{i~vk_y>H4Eh>O~@E|E3QGxvh@g#&U
z@QTDoArLY^Ab><dLO}5ZydGbS6qDo&X2c~|Ps*s5p3}T~txokD_Q}h8yKU?DI(MAV
zqx00>U1#;{K7U}(C4+mf8rH99)LWb1AF}g<;k&1f*+27xLvyEoyx_x67R~u|@x0HL
z&Ofzm;pydzzF4vN{K_R?ty+39f9d7?kFMk|y_Uc9dj8TI`Acu+FS(t+<WByQuh)EZ
zzi|1F>sJ1}e$|5wt6&d{hnw>sZOMPKb@kKjtDgb>VHe;Z3SR9lc)h0((mo*gVgLGn
zAK36;2RHp||HeP|Y<O9^;l-}?&vq6+-c|tci3jUf{8+RUQb2sYYToVTvu-S%etF^K
zFXw*n`OGm#Ck;RF{@W#(0-|rx;GV1ccU#=6)9kM8Cbw@jre)rcCXM^mtKYR|oi^Du
znxy2^ic8P*CMQWrv7TU@kR0@8CdbvtOl?#ryIIGkU5ED?I_JG9MKc%fS-I}>?fY(h
zdgj4}n~$%5^ZMRTufP83)!iRn+`j+(CO{zW0X@5M@A=JpFK&JP66nU==htpOy?o=*
zSC@bL;;SD|oc`vMW4HDny1cXW+@`Ik3W`5nk$-5>(%rM>ZksY~!?+0rqeibBI_#sj
z-kv{T;Iy7S$9C#Cq;<;yEt>Ui(x^+lI&G>~YnGYbASJ0*Fs@omAj9WNQIsUu2@<x1
z6v-|ag6sqBqX8)R@=FQOEie%Ofcsy-HwYwC2q0yUz*ry=gjWK<1MH2cAd!TD@UgAV
z5ryn<4DPF{t|Hh53Vskhik=uEg5x?^AE93stFDq_9{7}*7MK?WnGkPJ9R;Sa#1YLB
zCm2Qq&An8GmvDG`6)N}57mk5L(}2##Q^TA>vmBdW-yo$M+T~yv<YgAV4Rmdk<F6sb
zNDhxS#GgDYG|QjK(^$Ex@DJz*Y{Fe0_qr6oZ>UY9LgOvc=67n?Og#*(ud2q*u4ufc
z#hk=<5%7Z_Ge1xwC*AaGcV|syk;X`BV|8}r{2-gkJV>?{FwP0zp}pz&2c4j--7PH9
zMX9o81I{;$tPWAPYS`FVH#ZViWp{o;y_KEK^9e#E1)Om4iL>TFOcO3sT){d83SXPc
zg!^>7XSoSE361!(^n8+b;est|5jSsUSKJfon@Lt7tS=wRJY$~QYSMOb&hQiWy?V~y
z{4y7KBn3K*620&jD7N>Zi;yTHLONr{#d%I4*|S;uYLsH?bh_J;`}6K&cp`svg%<4A
z235AB?Hi3A%(iRjyGht((izRnla3jxLpE|~z7^bGA0xSUE5eNaRgQgoqsg<$%*dgI
z4NIdcO3U``eUsfz#Igb#!)qxK5CDY&;MxTeP1suje{~~Q8K$dg*(JPGArLHiuj3&m
zaA5f#XbK2`Kq#!;m_9%yvh#&C{{wD>0be+I;4kEYfXz$;vP>WlN}Pfa2qgFpMwF2R
z1t?zd0t$ivA$*CVKUwmpO8zuL90dWJVq|)JK!Ab(f?N>QFbhPWh9{<$5L-u#s|O^+
z)$_#G!;BC}fLNdahDJgRBSbi81b_!haI%5NU*F@e=keFYzX3)<Og#~)E+gFYqL$#R
zApr6Lb3WjP7c}RCM@sidX&xz6kWvIhJ|qF=flvZq9tgqG7i@Teq#&uuA7n`WfcOVJ
z;mk-4FAe5LjF1gyG@`&v52B99sx(_}=IhSZI1E;_--P@R++Uf718r#5jgR<Zy*#9j
z{@Tq$8TX;<fm_qDp<Q0)N%ukIP4$-AyuQo^S}I_)!*xUit_7$Od*HIXA1pZFHyVU0
za~BMFBBI$b$g~@sBRff?#QQ}h6x@e$gE5rHo=w`fL~f>K1k=pgok^4TFdUkmTb3=E
z1RnWw>C}UF5O>kpFv&xX5DJl5n(b9MpCSQ|;aB6N#^N?rp+%t=Sf<bTX#E_DmNh5r
zIL9$DLtcV#b<l#TA%-TKE|2P=jk>iEP8Fu(87G@GbX8MJsSK%SR^_S5P+!@}P%DOK
zLszxIKd5*)bQeID1%DbTnf^K~8q>@5e>I<jcYp<F$VG2mwl$r>mvP20n<i$*-0a5l
zAs^E9aKg4>!HPI59AX%mjnFu@hTteri7J7$v(7FlvYw2FNAV9BQ5v6)dtPu9E*4af
zgFfmsl&yx1lGGD(&QzX+4gIgQY^bA29&c`~Y(2v+H@2}tPZHCGtuAo?3-x6-zRy<i
z50q_~j`?LVfF$@8Adlbc@%uc!I4LIC7tD%Fu9=+KFr!-Q8nwGNXfz<N`Or3PMtAJ+
zLDx=GyLXw@tLywe-Inz4vGT1xg+m8y965OVm?0(ON9>(E_Q3QH4$qo;WcKt==FIqX
z-ptSD&pNqq_UDV{oLM~Q?BcoSm(2TW>AZ^{&A;@~{42}mUtPA~`tk)gmoK=rV!_>2
zi@sg6^!vhPKNc<fxp+BjVDa0=l@B+se6(fN<8Ap*cdUNCbIpsAwJ%lt!=L-s{p$e7
zKWzGA@5Wbve<<1Td>5pEC}b%h)-C&?aPhZm7TjAo_tvrxuPvT-asH$)W{vx7>ZrpL
zhV30ac*lqV8;A5=JE-UKzFik|?>MtlyARs78r3}S?M99J)T!S&w|2|4-1_ku)x61R
zVnTu^E>TEI^=4+p*Q}M%q*={YeOvebV9@9l6KC&SwCdRU9hdii`u*vPPp^Ib^7j2d
zzy9fudq2LqbN|JyZ=c=#`st0k&u-p*e(Uaw+xK4Hx%cYM*RO8heR=cti|aR^UcUPH
z!o^>|IQ!$tliz;w$?g67ukPA)Ve{s*#YHFc^N%iBdT{RC-7}_dpEz;j*fGT;N8}G1
zx@gdV8NIrX>(YK?hgL&c=M8Auut)t`9ctvX%1&>Rnp7__STimrC*Vu>Dao=7v%xq~
zj1fe?2d3F%8x(Xte!xGd5D55cz%KxaK7yA))C`mX6anXD83|KHP?8XfWwrD2pNZI;
zg?b^yKj5dkNCf`?^DIi_B=&BS|AFHl$Qv|6({P&1{5Emj#HFhO(fTzy=Q3P`R=E<L
zgX=>h98E%$KY?Ar8%Zm1b21D@YzWq^N=0@?*JLsPspFA4FoDtu8MMGzG8A;TB3_g)
z(MM1)JkB~)y>Vxl@Y%FiAJv3bHtJC?Nn=@!J#;|`Xo?2|Olu6-pnJ3?PyHQ;MMcIl
zyP^JWwq@SaRqKV=2ChY(Z6+5O?y95@gL#>RNzg8EETnau4SGZNUP%{;k&qQClNCHL
zR~ySg4~9#81aM1%TetuSdtRvE2i*U{uQ@bZd&cn6=H~1q4~_H%m-^~Y%)9a@5?|`{
zAaiAQmCF_whW=~t<f_v)okVYDXoAfhRQ(#wl3OeksFNY8acWBh=Sd$VBMujrz7Uq^
z!mjMBdR3K9EsD%<<5jHZ@+Pw$VShtw<+2zngJJGBi0`tgtn*9UL6xh();%n14$$kF
zGeMI>>(Uz=XD?EIn7NuqM%9c%KCix_VmMoSHPL~<_MWU!7N^bhNLsC4sLGj3Cd`8B
zgt<2kwV+dk%7f+y-pn)Q*Du#>nYS{DkuUzR^Q!a=_c8iOUB}mtfU5s78#x<K)d7^R
z-D%^ji6uBxD@VEDxHcH6BeL;1cq>!)XZ<v~wucI`u+4gOnU2wNp)Jqo(|9*j4a2q-
z%v$sfSN(vCAyNLr;aMkG&CK+Ug;r2a(WaSE`ANqHZ8B-Btz;_tq(Qv4GIu)3lohr>
zKwoGrmfJEHM2C+z<*y+)w3`Sc?19dCp<p1~8Ut4wBmgjw{H%s_7ZQB2WJNyk%nyA3
z3%nMSKVbd`+zSI%Y*YwDjI6{`l9X5pw?d5-0SJK<FM5H3qBlYEB}oW@NFgW)079f<
zItX8yfRye5@@6m~1a68^O$g+Qff`~=O&|fV5CKZH1;8o<>Ii|l8X>l!uHZ9KJvig>
z)$w?1d%U%fe1LF35`p|k5>ibd(N{zC<%-^FqLL#jS%RD?;BFV`f|Mqx$OnNT9}+|f
z0S|=YB?%~wk}Sm$iiJ<TyfP4gA8@ljmApOze!vBJZd4}QGy5oT2qGicZW#$OrRvGB
z42|p52!5zA{Da<$YJnp4TKI62?`2>O&A*w})zwTF9*MtLkF3Clem>fwx7R%v`?$`9
z(s3WoU>z=VwZL!UT!17gcz>(wh~gPN|4}LvO{vY~4R>y)K4{_54ll5k0U}!zFB|^s
z3VPv(Q?5Gv12JYY6^bn6rk#TSwVh1y{u1`c6`BmuKAkNG)yGxOjDdwllx>%5jh1g5
zf6Y-4hH!jZ4F$u@nl!|Cx6r$l@wuVNgo~QCjw>k4g1!@l5l^Zsz_9E?H=xqie;kG2
ztU)&gS+8Qw*=!QJz!-fRkak=4<uzeae_mGx7wS&Va@Oy*#mXjTh)i^T+o1{I!;!c#
zLxK8d9iLjGLOW@)2e-=&KEHf6Y2RUW{Z!vZwagtdFKGQ*t;5a`v6z~M8YhC~T_dal
zxmMR_E#k$;>F^IQOlXhO`3k*@AUV%rUuH8IR+VXDVe*&dNatV)qr+jpnogPz*(#;$
z%Co@~Ly{7SG<eg9>oZPi`Jid%zW4wUK>?8u>Z&F|LD(^G1wSzL>EcRe8+sgtscgJ6
zu5ue3zG3EKSOX8S8c~h;o_5#TO^Yh<RU_4%7k4#a8yisYgG>_FkYC~HI2V%uG4Aon
z9-rdzLFNY^Y<?m5gHmj&FPI&dTqilRX=e3yHS6|l(B!SWmcv`O8QZ@7#Eu=Ob?!8)
zYv=jhyDaI|ZDqe+1#k7+IAq|qcL(nrHFWp;Blk}nduZx}L(?W6nLhE88Iz8FIOW)^
zsh`cBdUDRR&*x4*Gk3<>c{9#0nEBPhS(g^gzOrP_wWV`!d^GpwvUzt_EciNq(RXVW
zf4_Fg4+TqpDq8x>`enavT>fzLibq>lKG~lCbm!{lC2L-ku6?zq@b%uJKlT;>xt~BF
z4sL|}53d3LuzSPH5=;T{bVt$SZEGQY#Dfhhek%S5cfnXa|L%%8H<r%0ym0FIIUk&w
zKIZ7e5eMHNQaWnz)?owIz1?^9fSyZxb)DC>)3grl#<yxUqFLTs^&9u9S+9L&jV1{h
zwY*7LLNM7Aljcdt_GQ*etkonZuS5OzLpu$eHFQGp^hF0(6rbO|@9rn3emj5l)y;4J
zxc%LqcfWsq=Q~LC@a)E206#pvdFR=!JI`<5d2#2?%e!}80o}R%>h`Udw{ASYe)Z{<
zOOL)f|LYf@|8(-$cSjH3J+S9y>5eN~H(gj?^u?N0CzmZfx^UjXSu=J|nYeSp*o|XG
zu6g&J#c%cfuus>?-8+oy)MiARyur;H^sQg3TdivCs%5muNNJRuP$w9h8{^OL%E^)#
z6ogohC*To$9x~I0U>HDF3<43ODDb^Nj3|-cp^69a4*-PlV?sp<pb-Jc6C&eZAlNy@
zoE4#rE@0{rPKR!<W1`nt=z@a=fpEk>K<|K63)XXaID{?*nK8HveyHNs@I9jjY_qr>
zDgoBs=rt{5@LMIjBUNHn*n{qjW)<4#z=w%)70A4g$Mb3!K!XhuK0%O%v85UV>-DQ~
zMU-e%nL402zk5~fLG3d7nqWd9jnsDIZ<Srhqk>2Zx^bUgZr3#X>4vH`7VfghR`*e=
zUYL>a=D0Xu&yOXvRu>ttjTqN~#bWDp@h2^lhUfxayAT@cz_s)~hR_iWhFYvXY(@^T
z$?75=n5DIY6I&%t3BeDr^(`X?fj|@lt_l+TgWgK@WpsMhI~&hfEwju^umZBDBjY{I
zchJ|wvZ<4n|4_#XdzST{SVwED)#Qk6qaLG9=H?r@4NG)kR*tYOOgQ@PA70s{V)p?;
zUm1I4#PT=k)c!uYMG2FSiu90nZJ08fC(F7yGCBdXZ-Ln>IT^uo&9}1NJp40dzpKK}
zco8PS7EjphTkA4<`RjzQtB=AruFU9{zsf8d78P|qIi&M!B#J=Vm48We^~*HNzQv|r
zWE=kC<J4Dobo~~LS+!o(ZZ&mNg_`@RgZ4=^n@-2fK<zcyebgt~X_ow|RyKFE@|*{Q
z#O9a7?SycxDnnzhjJjPpHAJr(D2Ko>)Un}NWmvBuw{B%NW3vg_8xmzNG@cDi8rb8`
zgvvbBR);7YQ#At{ywxf{ZX$|$9rkp4QR`f>V+B*w!a77bn7xf%pl(ub6b?g*PxO%n
zDU(P{?G9ShN&+@I)zwa7=!I($_>w{-1SvNmMXQ0}41Bj_BvGWu2XYkwP9Xk)5P}~V
z{sGo);G-2t1VM8_01yIKcqAZ-i15bA-Z;q{FL{F!LLd?m1>sAkB>Iw(yeR@ws^Co{
zlrH!(1Yf4$%MyIqq8}(n^j8BC{JDgx3;ybus{ug^_*d}isixr7ky1lYsta;;_$#U;
zDY=rDQ#Hw3O;U0sC0kOmBqdXlGbA}(lG8*fm27nZ2_I<A2a0^qV;*89F-9Y{ghdyx
zaN?ukA0!?4!GM2IgA>}{F&PIqb_WtAB?MCAoUpopZDs5i#-6Tsp;|<QgCKozrdu{=
z;0HR9RPST?w6MGo2o?EYj$_H7tTB)7#pp}ffI>q%QzT{yiH##Qea!?-4#h8(qmC*x
zqYAV}MReY%LE7*#+RNh>+Hke`MCnAZC|h)fPTq|CYLb8Ghh&#+0))VIm`WlVNJJ!I
zP!JKaHk7NqgZ6RLUpAuIcEEC;wDw=U@nHYe8#Z<sPOL}h>uY6Hy4m;*tQtl}W)=ET
zOlK;rS4P}T49^YSsDOV|E^lwR1(U~c?W#;%Oz&j*7r_r+LMjk~!XZq5)wN<3W1y)Z
zQp>cxgWf0TD`3n(ztB+`aDh5_VMlKZ(fV*t{Udl;h4wLwA3x6v)GD}&$)Sy?;VB#f
z!QQhVBEqI-h$jgH+$74^7s9Yfa0RwJ8~drg&#GmEXI4)ddN)65WAm&#b2*1w&~;vN
zE1l$-BsKhl8dp=XsH2A7IdJfU8SQ{LQo4aM&m^qNC#=CCtc$3joH2$6;b_fGT%>`9
z)`hc-9QnGUMX*jx+V=<&L#mh9IB<Q7OyCOolYTwFQp)7}arbrRsQ(H=1|+jjA|zrW
z2*5w6(K~bs5Fnk10sg@YAHoCXP4RfW9<N{U#|r*LIX2A~tQMPGFFC7uR*g<I>-BBe
z^qstxBU`o^*S7tnb{(d*?=Y)l$N8N*E$P~IWzQZ3eS2>h*njKbf!l`+E*UX&@7R$C
zCX6}w!Pr9+#~z;a{>PKY9i1}%)2S1VPn&RJ`Uj_GOgudkGB8XzKWFM!^QK=~F!Rbn
zNXszm#**2$m(9JmV*WR)7JRpQ;r%rWe<)b|bMcY~>p%K!)3S$KRy^9a>dB7$XS>!s
zFJ1d`Pr<9bMX&c2|FM7Fp9j|e>)^&e5&y6O@eidNAq50%fdMHX9&K6k+on~&tX~eh
zVBBB32zS9)HtX8r=@;frIx}<J@yYLfJpSE%V}|S;@z$mx1BwRqS=qP8;vQXRckVc)
zZQHReS`KT}bU>X3U9)SpOw6k9Pp%;bGd(dmLSn5zR-=?UZECjc-K6u_?(ZxfHF?{d
zWyjZUy0-hs51*ZVdf~>u0Q_(pAQ0cYym{~0^*c|l-FkB4*3+A}p540r{LbwccW=MA
zcl+hN+pq53dUf~at2@_U+`9VW`lY9r&p-O=%x_<O_VbC4zyD<aHwQ}Z?A~@``^GC9
z3ce~>d1l4p6N~12GJ84zOG+obzj^HNwZq@~XmIcO{kzTV)p26y)}z}r8=BW(V8hzI
z>g0CH&1{{S+9U-a5HZ#KO1c6QMIp}Pi2+OlgFryM3O&N_Rbqe?GAV{#GVpf~;2#JH
z0Z1AFBuTNdL}!$cEyS-vAoP7LN@X`+XIwfc`%Rp4eH{csmjc3^|AF-pUfBqz#I*|@
z5BPlt!#vRWbwGWe$l)RuZ&MYXLC<p~ms#2ecSt}e17g^9)X|E?Fy{FMO#p%^L0D9Y
znxzUg;}(o6W9wROEwU(GtBfyvqcxhp`S-Do`*6mFZQD50;Ut;snQs#6gKVE}KIstm
z8u_6y34bmk7BH_DxI{B=q`jtlTCEX6Qyilio<Ysk0GL~h(11gHx)wr18P1TWvwUL2
zt_<FZ+cN=WY2XJP3gWNougEACrO_vB$Kvu_)#sQk%GM;pJ!w{MWqI;&`DFEZ*9d2d
z;Ue46f2vR|kk%Ppfo_6nKYt0Kf{jBk%#m@{AMwrYFGNSmNtbV&W*v|0ulnA~HA}fV
z=|;B}0U13Zmr^JNTy3ZTNk&~YQMsX}T+nj)^sA~B-b<opVVcQF%}dW-S>l86aq8kN
zkv5*eh2@CU&9Abze?!M9OTUK7p%_evb?9(h-UjlP+7|4aZ{M}cV?RV$<<k`BKiWJ;
z$B;OCv|!Jq!BqZE`VGZ4Dn!mEu{#`M*ia>e>x!Yr7{;1*ZP8*>(~J+76zB(%@BzLo
z02!eU`a=!&K=BVMY67tnB4&_a;0FqU&;cPx_D%|f2*{Z56Tfy*ys<z4fsnoNGKD~R
z6D1vq-bB%xL<oQoh=m}ODtdv^2&Ic&pbXKQNhnM7Qpy&+gp_QNQI06*2#l%;ay1bt
zN0g8xLb8-2%h@Vr$ugx(Sq93G<#bt2Ba|Xb$&!>LNr{q}0H5`!*&ZO(Lo6X!tpemj
z0QUi5L@*&J5R?*`RgugOlFx@k@DCznexQWInL3cE5C}eEVvNMsQMCe&i6OuLjmFSm
znnId9zrkOr36t$NiDtPgXa)=GUy^K@?>8Mr!QsV_bx?K~Vw@UiY?}EgDgXduj3^CT
zw)e3gCQMq0#-X`^+N|Fx8sQSAf-P(2RnGYljpZu+Z{+ef*bkSL?KoJG1D}(5Q=2g`
zX;O3)d9GmFh_nNua?7@JlUV4XyKro^Oi!Y&VeMA~KTrq+{B=e_khNkR{J`Ab5m9FK
zsHQWKSTcn!g!0!4d(fXDu?J4dOlSw|A)P5}^JPodu-dbZJxsODKQbk7h)7y((>2`H
zZDBG}gTx`g+CUqAY;CeUC!;#oFg1ZW87uyQh1`}Hm@I44%nza9A6RlN4gA2C#EsE%
z*<p4$M<_?7m*xH3`79S#Ov38a#vxWAqpGo|aFce@k!9M#CQ$GQbq?b4LaJhZ!dGVM
zSLC`ErWLwmjg5tcDT05X;0G1|fKnyW!?$lh_!<|%4+?-Ed>(I%;E#vx0Oi;WU$A;y
zN`vIAmRU8r)U4OPLDON)TE5q!&4kwNCbwxny-oYsZ96Pz-)U*5E~~nBFYMWCL!Z7|
z`}f~IXkf{ZxA%+~wtw`9{bM1!!pKA8MjaXd-X|Z7K00yCu}Nb;oBaOCDdRq$I{wV`
z56;e<_~oq07v@a8G;i9K`O~j0oN;r>th>wRe6w=?cdO>#U%lXmf<-?SE&gTw(qA`z
z^l;1a-?y!Nyd(eVuGP;<*Sy$M@N#eAt9`|<_pkfo06-u%{-MJ^Kne)h0^=#*AGWT2
zxJgR^@$KpbBn8CGOY^6mn>FFo)G?oaF!JEoVY^4Yvu)U*^@IDb>DTL{p55kk?liq!
zy9q5?jcnZP?K%y6=hW_yl9Lyk*3g$+TMX9or8Y^(ZJpVmTiv#UTXdh)d+3VyrtF%t
z?BtqF*GmumaO}*JFR%W2<K7?F@4mi%=f(BgPp{p4eD(U1>o=a>yz%VT&F6P+zPNYu
z#n(4qBHeg-@A}KTS6|$|^!&z!r&rHDzWDj?=Z-%(b>zom`|cku`DX97ySp~t+){XT
zUH*mDOV2Kwe`>+Z<Flt6o<3ps#P_z08B+M}fR%6eS~8&PoL(KKbZ+^6o2Dc3>JM&I
zyHA~JovUZG&P;BS9A7)mpF<!JiJ}lMh_Qkg5G0=fs2H#i`0N+(53z`UfYgYHe+YOy
z0D+(s14$!95s(jYNCFT}Edc^S-V3|ChzNcy)2l@3y$^>p7`DK0z(3GF!Y@%#5ainp
z(tWT~laD(P{{SCQtM~^wfUg&|bQyN;g<e?c{-HvhkJHVo0{=kp%zO^ZMicA&0>d*E
z|3G!h6l#Zm(42V)EwWQOgFq1X%X#~|7jV#FF_lp%riL3we3v;3{6yjbn+QjJ7G1_H
z)2rCrL5)dFL8Ez&!)8x(NL3@ovhfdwaGFdj_)8*EfOe54P{1vZHi<_CaiNH`86pjm
zS$zyL!E~*D((Ir(@_`f}^8>{{1l;^pRYWpQ&V--GFsAG%y7KFk$Ld@RlKy1XZ{?gR
zlQH`WYJdEjX@N909Dn8R&D3A5!;`MFSIk>`bflCF3Akn0gS=b>K_<K+cP4z%P{uUS
z-lDjFMxhy<XQ+q&G2jOfQPlLSevZv_ssleT6a>*V$4IDH3p8mMrx+(j`~x=tT2M9X
zs(1TNXXrTmiE6hpjopUI<yoXMT^rRkD+eLiH{aC2C>)~Mn8LG&52MX9;VpXX(RSH0
zX)u+)lYSk#hQV?wM9vXgQN>?azF5UR>Ld4r;K%f<I=NtPIS~Ru6G4RiSIz&RW`Uq^
z2(N^@m-=KNzI7=}_=($|5+Yx|APRzHfq+C1HpFoeNs>Y-SyCva$V!UrO_dd(G$4sl
zx}-p&22L5G#3@shG9@4}QzoPcnTiOM!AQzbB=}y3Qko(Gr7BVip=9`uN0Aa`L_Wlm
z^(a`FVjt!(%meQI0mui6c_4C-Kn@Be@MfR|n4rNIi+%}-;vamXmy&)IgE5W`WMxJ{
z6&~l91_IS`Lhx4%|6qFW7UH2Gg@Ji6RyGZbaHx*R7zS`+k%=)RaC_ebQG_EZ0Pzp-
zYcz)~TZg0LpEsmJ3XUz+W&|cVt3oCr9}TV5bqTv^vdJTv%<RoPbT@v@wCpruFdi-|
zyP8yh(GD<}Ik`8%z@(FY%g=LJBVAS52GL;U&gsx&sNe@kgigo{Uj!4vw_|$JKoRP@
z0D^)r8(!Jq2jYZn_2_z12Q4r#U^=ft9Xy!e-ApWfWn5J6`!o$wyGVzyAl==tbSX$F
z-KjK4cXx;)Eg{m~-Q7s1bayVW>^}Sb{hycT&Azxld*;kN*EKU~1ax1as35w-+xQm8
zwzQ;M(g_}lblSG~?|4ISgmJy;YIx>drf9>gnf3t%V@_WdZuao3JK43&bU?fsI{31|
zR<<V@j@$!41O!XOS!Orpx2x-IOc~=Jlj&<1>J_eHR9poVsWGpmYX>rfCbX)Z{}13x
zW129Qbo=?<qV;A#r9aYj681b`i9d!8DP97Ci5NI%bJX8*{xMVWU?YZe6I}u(3=*B@
zJv2`|X7!t%t5w^)&qUeJr(L`cIPF?Jxz6Y9v~na3o*q^uy*4ZJoGz$&zCIM^`Tj!%
z^|xUT;)8EtQEzt?0>lI6W?o&q$q|0)FQ_RhY!9?vfz<Iy3d6VhtE^Q!g>6RnytS&h
zvRr(RPOEgrUp)5OFRl*|0@+q#cx<3?({4{hBDJG2?0F$2v8hT1ifSKR)3&+yOXfXt
zO-^CZ(&bPmUe$vsEK=tWrO6fv*~zanW}jMzvy04|!1e0w1NX52c0<>|iTo;^$+o+h
z@-m#FKoOh2M@Ku7nYSC?uKFGls9W72i0n38X0mA;@2Yd0R*zrHoiCUi1|5s^PD&jL
zFQtoT$r>H1=AVoW6@E*7nT4D#e0CT8=(Nz}QncmZJ9P;5yIcDF$1OEmzwSz5q=zN}
zp$MM;r9pIVbo!j^rBF^)83y|7t?aPr<QTTy-wxi{G&#06yY1|)XL4Pvd%fJnFFsUu
zwR)b-XR~oRnfSQelpW|yNpyHU%{)#8h`n5K4FRB#tMg|}4?nHe$Mbu4A)$&6{rYPe
zSh5?<gjmOA-;P@$b%tc;*X`m7iwL4bvNUkPMRM>uqSUm(t<1$CGv0RQvSP4-7DsN#
za0%;eiL|-lgm7RZ&3-XbM(Q?gUMT1heVIwh2Y9J{d5z;K-~YmeL>`QYLF_S$8wLSu
zUK52OCX?`;O8_gHOys@gj+m^p?j_*#jxJa>?O&c9IZ{+#2{yd@AN40|TD1D0<C?eR
z%nnro30mypb(37M9<Vk<TZhz%EX7>kY+A<lCahPK#aZtV>&~UHC=-CU6`6u8EbFbF
z_r^BNYKx}0c>R2wI|llRJ&m3OpDI79emVnVgrAPin+fq#ORXU)l1E>5t@&`89zNo)
z^gR9ekDI$^UtJWS|7~@Krc|KTWYyz;Xq~L=RBSZ-*x2;71udKG4{z#IU#a@m1^QZh
z@jGAmY(Pv#00BG~wO%Sg`fh@N$horwrXra)AP0obXzzO!`!1VZ;pVld{ts>uv%%(E
zQrH-Jkvr?lV{xUP2*ludKXnXs=^iVe9h18EO>h20-AEEUjv_&g!~bXC4If*NEW?LI
z40lTUpGXpkKJ}YlblN%_2SYG_;`Fj%hv|x9;h`h43PDtKK?PC@QM!6&dLSfpvjVi`
zcPtv8m>EW}|5)nf$$@}Tfl4VsmTI4?HPDlPaMJyWHg8oSS5Lwkkr8E*f3L%$O2C4A
zjmR?Vx72%|EH5Vs#72Q2lNLIAV>3$)OKyeU0$|A2v9u`E@8{!^BC4x_Pdo&p=Y2H;
zBh5qZ7?Jh?K;=lX?5*yRvn2rG3{Bu$ERE)@qa~xCLUj*1#B35wB@sRw>w;?yrqxuO
zY_my<01iQN4LP%a%nyuYY5bW@CurR4zy4{jI+G@}1-yk4?^$<)oi9;|_%A~v{DMZU
z5Z1m&%|2RTO9f%VS1Dd6afc|1L}A#$)yr_YV+iJ7G5#UjA=&_kCm}>*W_+`|t`;2c
zguB!YPpipXoUfbdB`KIwcomj%#s}^W;R~Tzf{}hD#r4>CN(cm*T7S(mOBQYXYX$5x
zk3uLPxwOO(R%|_ynP&&T#m)D}u>qs>?=4v|wl)J+OTD_3F9G%Q)ffYW4br4R-<dI!
zF%A4*SiL$z7MUO@AzYtu(f*`qI~jVsH?J`LvNM;puq@EFPzrdYi4e5oDfKRMsaSb$
zKX0v4CdjAXls;Ry9^!G9>Tz0M`Ytu(e0}lmv?cGu#RTe;Lm=X|AL`lh>~VC7pu1GH
zPIJ?!za!sJ@j)+_2xt;1ACDj!Ltrw0*S~2~ENJFWVO%ySXy$(hmcLg`=6JYWjkk?i
z2X;`^N{x5qfZ>r1IP*lnF(i~L+tpDfu}>1~>2NAqU^Nax&+X<UdtQLoc)pyhpO~an
zVqW%@CEsx&R=!p>upp6&2tZtIzV2z=L-6BpJb})MoIuaVtdm$9<1C@Q(?~)!wKs0J
zp&FPQflXiM#0(<wSOdx~N;@S;-A{PSWFto^^b;Kxpz9H;nDdU)Y(*YLx5sCit_F<z
z^{Q3#3{5T<PYxT7^E)q`s0aAeM#2I68{T7TRm;v6i?9nY>~!Xc%fz_-etUcVfV4`o
z!)tHk&)5e}lK`K)<2uSk<F!`U^(4YXi41kVnW}PvUERfl&y9TjA4bboQ;pZ#FRxb+
zdkSjc$LszJn*^B8_VkqE1I){I@ug$6lVjP-$>6FY-ma3kvbp}tRVvK{xXyN=rbP>&
zMx(>)GPm#$SxG72bvGUG4&y#;wr#e)(qXW{NwQu3w{-l;ZSnWjPJN%c`U0P5mwAg9
za!CgHZ-n$L_^&0fYE9IEsEL`hGKC>QD4Fyz0n+M1T?pxX06Z<i_;_-Kh#EUnG^@Z3
z(<J9un0$5leL;wqAbV?sO52bw;Q7O=-xR;*d%WBt()r^~zgX=Y%+sTzslvK>Wv1JK
z$0kc2{hP7Oe!bUCygjc{F3S;~hP3hMa2xu~0xehQI~iU#7-n}OL3Xdn`Nlk-;V0U9
zB~Otq02}mRFA!w%@5jtg129AJIRRaC$n%<vT@7><t(9FnS$0+79nq^RgK-&-ugaen
zLB|_lj0lpE614Z?#t;<m-4ddI&^Bx0htP8pz0Zh=qU3G~<0m0QWTMM5qpC8@vAD7C
zgzBTA?{r&!KmQ%VD%Z_w-0NdLr|ytfRwdIQRX~u?RcmBZm&HF-=#rj5=q8u(&XRNZ
zP>TIw?syeeuujkJC7Ygt2tJfs6)!HdPdRku#eQ-hhMEq7r^AViNU&hGrhqZw@F4=N
z1CpgfW$P1&KPL@Oo|Ih%eC6Fd*`nD8+7H@riam>R`yLrvi3HCMAWnHYewJ7RbNS8v
z1lR9G%1jzftNbcv0s0kjzBcpy{xjCw5Tmx!bpDLde@b0>X<;iiXZ^%KXJGQIh``gD
zM4@2`T3eo%n2lE-yR$xsT!RlEdO@pZ#bV~uXjmS4ASDGXy$F9Eb7nLd&20{%A4Dpz
z5cF0<lbJ!8_m8D=;SahImgFCFyeh;DDnWkLZ)sI!R8qv1YNeFkrwFKglUKoof?iqn
z;UqsIsM#+v8RVHAQgjea5~ASX%p=&>7#bRgFsC8^RSZM-%}vq!`^sH=pl9xN^Ko|K
zWV#mkw+9|mWckMOljy5|<TXS?5mGWV+RZ;EzC~0lKEY3o!VRdDXKhjkwp~-d3)!?Z
zZ&G`PqhXy(hqN&&fuvBv(4q;HI8%4G&(F^T0xlkk{N~qxOVrkl$t3%3l|&ZVG!_-L
zwU)NFJ`2rXH~i%<z&3CYuULEkxo_mn&-wnvUaG@*c=to9t>eIzO5@vBx6P9fFTPTG
zE_=rL^cfU-YN}T@3v;&f7WhG;Zo8D6tD!4S=Ffdufjtran;;+-93&%Iy@|P`YS9(-
zqa=lQHx3hwgxyOKWo)F~($^8?+b|Qxj*apwB!4)z0Ml6M!ucazM0ierG#(=?MMFq=
zpgG0En5Jdl_PrnT%g0n@jf#Sw<jdqY!^v)VrLW#+dqYu|6>OaG$3yto&2f|%3s4jN
zHiLk|w5S0=3@&aYNNr=-W;uq<*C2j>{l8fg{5-+p*b1t;ZWHB^Q6Ho0ntE9(Y^7|H
z0Qr)yZ%NP9Nl>Kq3u-Cn9l%>ge2!z~n1pG;N}<*FHPyP%VAd!){5imLwYo%DV09fP
zVn)_k)zBw(BAK&#N3-F1nHU<ON+q~v0RhY^#HE8twrE1K4e5;5%#GHOD3eZ)f1dCE
z+S~eevG;NNL`#qu1k_rb%rF-6{M1K>7Hq5E>O5O3&w>1IB?Q`t#<fn;S}ws}%|~ae
zV|h6>L+fkNcR!>^^*%~Gi^!iy8f5;VU@&_`sW~ar?+@rsUt{HN`_=#{n0czR2}2r0
zy+|Tyqywb_0ptHvfw0k}KpAWs4WBxl3~o;LOaC>Nzc{!}R8<IcHO@g-44*q&FfIX3
znWe@~#eRAw_x9_hObrZ)3nY0!;9d(5Wn0s1B|WQP=g0+!Vm=j9op88k(2FXF@i_lD
zQI!U6bKbAVHOZ0le6VFo1rni{L!lQ#<5ZHa$BS?MyPjO0ns)XRJnq~wUT^b(&F*WV
zLB%W0^=Hcrk*p`2jw`N377w!~_+26%*oSvlT2*RUKJM3ZWwS;9vc#Uxds`k-xu71z
z+yE@-<)UgXg8hTxLk)FZCK4~tds<z_!uPQ8JRzn4Z*Q-Mx|i$^0UP(lb!V{qcuygr
zHAiF5j+!SGhsSV%KQ?37AAampjel6pPM_}NEp?E$)q1b)P;BDe4egcZ<2!h-mbFiC
zv`4fl?%2~zQxs2j4!b)bl%%}f=?;J&S%AkUJ*s=SyH}<^0Jf;@smjl&aPN_VyUnIF
zmZY+YWr652k%+l*h0PV<lWpPWiqJG#IlX$_SKqJ68r(@%7Pc+{o88XCm`bLB5#jtw
z8-I}DLEq%#tY67WIUf%)K#bgLDJRb>ZdT7}#vPR?9P?fT@NAL47s$(6f4LuhHfk3e
z5+330nA)a^s;_%P&%a5bU%*=qb=smab!H;u4A=Pe=KN8T_x!a5JlH?!*v_xyDBcyo
zn?j%R?WxjsyZecI{Js(kYHAbeFTZ<Hvq3P)=-4)0llOO*g?>xMi|I$iJ5bh^RoW?Y
zPgPtb%kOIQAQCb^g1cXVc|B=q`yG^T#^!cEu`~V6TDQs%A5`V!sE95UGx}whwl225
zg429fxWwjw!<)a%&*wr?k#reBP_?RFh-#9d%T`EL{aJw)kJ0LI0Gzf&aQwR0vnhJO
zqajcrh(_+JZ&?aRA0Q0(c)N+2zkeF_O15Y`x1{pxTG}xF^cqZ<x@zE**m6)-yvdcJ
z=xfM0oz;&Grl;Z&Zi>1a?C`Xu=j~573w?+Fb1tkK-;}}bvf17(+gUvEuY##!D2jEJ
z&A8ycPm9G!QW)&0KM7I4TkgwRo@Z3iT{vy>_B3mB(QV{&Rtv+Vi4n!<W>{F40Q`jr
z$%Tl{YDRj+mkK<oYI8Z;Tme6+P+OqvLTCj!MSc@?{vyujV&e~oeA#MpKI=A7<q;@)
z26$#lLUY~Iz|e$g(@=a{pp4`pXdgApJ2;^Ow24_S9*(t85;R>)94vKs=aKIw<#PqF
z-l5sdwDMZ8?+uB^(6a8=rt~4RNMPrS^C|x_OlkQoay)(o7YQj*589rY8Dyu-{7CtO
zHn}QA|D;}5KV7^7f*Er&XeHZ0Dwo`+QV4y!E^_HE-A?XM`#w85bOLHa6qaeH^*bem
zi*;7oXuM>S>M>&MFo8uSCO%OR8rt2b9aw?_lST{Regj8p)P9Ree~C(6A>9p7$FCXJ
ztPj1#x9HRRqwbEy6U)D-W#OjO2>8==%*#?rEJ6Kk-r}vBf@4&{YmzKGbyd^jalbAk
zrVs*i8N4y6H<q+`WN^gSd>s-Cw)l|V7&2Okp}WxwLY)@?=kO&LGF<`(KVz1uXV^1-
zw5b;e>ISITEBa!>+aQ>?3}S*5a>x}@u)Nt|+HOvd=TN^$wM&4{v!qXCz=A&p1rnTl
zGc!O|5%2Nu)tHlb7dg+%5D(5E52EUYbdij7(Tj9Zjx<$UXAxJZ$?!v>j8oOe@BX7j
zPnGGCR%fS2C;L+vSaLht-jvXNr`t$fVC)J?s=eNMmxSeVLUmB~mNZzN^B>`xT7WdD
z7r-D#Ee(u1++nj&`!kR;rqYfEjDn`<;Ajz`nY-_2$DBUfxzbcJ0Hg8`?gqFh-WfaS
z-uYN8XYOBna-;->KpHBJ7Z;8nIOZ=h7d!uH-vrFAcv6=A6Rhx_)x9e1Jbi5a_~Ar_
zW|0V7&f0G94U-mBNmP_G^-eOqWn1aXEmt%_+cpSIPW@d};7e_|9mym|x`c#pj8koq
z4HY)>78So^^1tF&I0|u@&xnH7e~BjCD+B*#n3mi;#&O~G@;zlT+Z3;PJ$8RmmlSs_
z&3X7fPY!`E0=*9p$NCgas73Ctm#%b%KD3LvU!N`WU2tVRpItwKD~%yHq9|af+sWU5
zLR>KS9jM9T6wLc>JV!_ECEyBDWdrCEYk}W=li<QX^=oW;8L8w*^r#nKTKHO3v2{P#
zN{RPT$8L;Er$SUm<7+$pft2y_`8ctdX1)+pgwOzc72XXOz)-!}%X)B)<<+csZ%5Wo
z(Zo!#d(3|qogR<Jbv3dW0sp$D7V+<MmSxan`7_VTnvN_SRxxwJurSTKtt$n>KGfIF
z(}o<;_lJO7(3j!1wXeKkMi9(zIzfIIb(aA9W~6({K#YTK7K)Va!?zSDJ(6Q<7YK^J
zkjcAG!C8{0HRHbPFJJl)?o4zPVVZggfJD*F9J75~h0nYj{h;+VQT3W?e3$PvnIuH~
zV0k;5uapT@9LXt0aVpu?6sV0ksFxR&!JS<IrP_!zlauMEE2Us|<AUX#6#gz_NSj_S
z#IfOmNf+y}9yy+&i`!^WX%XR(3O#5jMOn}8SI$Jg59^JEP|#7z4AXms&Ws~o=GYia
zo8x!~;HAX7*3Pn**ek%=GRbZxf!QvmS;k|2*em4V1oeY|ldb$Qs8kN_DYuKwUN~Oz
z3nX(iJkm#V4a(QXs%(^nc*rEgtSS4Ojk?7!iH|lZ`_5pNhi|P(pa#u=1(`UMH;?>Y
zRxS6n);;_jhrf#WGa2=&WH*ercxl0RY;5-H!GRzGT1!B0b))Q%8Mmbqo*B5}8R@9v
zd6b|Zn_<obpjbpl5%f8CBV!uWA;9=zD#4iT$o)?CtEh~uyC}htdypSl$mi;f7+Sls
z9x^PRC4EIKQ$QFHBJDJ9;xzxk3EhlFeHRm<OCW=D1=y%iLL|}Tq5`{p{i@k<>-dPC
zi4p=C#$cx`YP~%;gJL27>K-ox@c-DA?+#O9&*%>3lFH32;$i!`k#u}eCoElU$dcZF
zeHvw<f;s>~w#>is%gPa$RSPfQPtN=ip=oc!wYRJ$W@Pw#{6kdcU<J6CzWEVltANL@
zu%ct#;`2nq{c&yH1`gf)rWeDi^t#A&nUJ)$a%ojt)#Pi9NA=pgNvb=Tz>Ut_V)b?6
zj(F4#I4Ts3wa;72`?kHr)FK?=qk!@(in8oV`9!W#3Du?d9;c%O1ZCvvWabjAThYpw
z&iJ>2cvSxb&J<;AwsV43169*z7eZBm;1a$aID#Roa%1#Fi0v{JRO2KH9ir1*rAsn<
zrV=Noi4j+I=Y#Wpy>{nc9lK7W)Bcc<^gOClND2q7Cljs(d-G%Xm@#4Zw%<T7mjc4^
z^lD$>td>KdIIrQzTQud*xOFs_4)Cc#+?Ua#GN+EN7ni}|8Z7u`)b@Y5c`E|~lLP38
zXy-~!a>q&$>T~psUksfaR$6|ng{qYqA{Ew?xIt3oCc;H#Gi!M7_8o3brbB3f2C2^u
z0OJ(`Y+zLPI>Fe39QsA<t92UE09*O~t+3(W${I|c2D8)>!8s|;JWN-v#@F+`KPVZn
zP+Xem4qzGLxWUX``Z^GM|C!i`<Wx#^P?S)nE|J_#hG%B!h7(#ThR<UC{#nH6BHmur
zvCdnlti#Ao0~Xx5iWlyoH~H}^+Tf^`9$P};!0CsWwKp^?)D7(%U-c|Dw;SH=SA@Lf
zF8rW;bEW3|5ar>4mwiaZJvrlaTQKlDn<U=jKIf49R8r#0Xh?x~un266c<Ys_vR-xz
zgCgq}PC>zcYky(Ri&IkpBA52?9z=(7hp-=HuLjYW`OC}m{?>_f>c!;|nxn%7^?%v^
zC&URO1p$R<{b3h&Ht<%Trz*B0ShE+jsV?$g&Ki9G@K-9PhvdIi*liI<qL@Cl!z#qo
zZ3i(PY@%4)(ADvFa9AD?U~mQwe#?*Z7a0Lt^<OAOe}0Fx3VfqYc&tOh4Gz2-uNV2g
zQ|J@sCCceS#pibWVEixO3^HKz8v_8T4D6}`qV<xfxrI4L`Xj?l9ZrxI03H@Dey9?n
z1+UbB9>T?-tf(1G0?aUo=O&G5U=o!pE&fsWIuY|X(<0@p^mxAklJLg5^u%(4{;2q>
zUW@oJAlALk69|_UEg$h8<Gz!rtKyi5qbO$zRR{#32g(NdBKH6tXl^t>{SV55FdbS=
z8H0=;-IFEpV%+ezB0R-X+%upzOgAP+ZzXYDU%!g`gW$bQSmNZ9e>93YE^e?~dsW$|
z=#&+*dQ2v&6V*}Jf!dRtuN(+e9tHz9J5(I@2W(;I*Q+&1!yYbxHU3#N+7Y6*a}x9G
z$TReDya68h&*d|&G^%RkGHif+MY*3zkA`Y1TngpI=IIKlPpYHSXAn$VVZPefrF<(0
z&@IJWsmVA)<KsR-XPa+hAV*A~X$3N0s$!kjdsji}k(f~-lO?+-3-Pw7kSIC%H1Z<7
zcs`f02v)`O4$ZsMmF!=yjn;lveoS$5@+qCv_8c~5efZ|>YDG)pZ{A+}wX9`7a2m}n
zJFb<amVEb&n3M2YtE<+rJ^T_NnvF**;Yk&-@l#G_GqJB);s3}b778+E{wP6Y6fhTb
z`*IhBQO&Pjg-Ox>-7(2nh%8D`S{H9dIVxNN_pbqur31PxCd+kjG&DD|8h{2xx>9<q
z2B2J`CI(7f(M*q!h5=#0BItcV9n%OQp?4$8>I%T@fz~$0cx`Isz}phd&c~P{4q@ss
zooE>qMoz3dW-QA)7GlBs$n7E_`15X?#&Qs4!9HUaN6Ee!Z<Kls{0B|B<5j+jYXd{H
zV+Efk6>^PTk@lYNW-<>-mcaBcZfl`kJOVAr&_Jm)Oj@2u6WiK%evjCKKl{KSL|R>X
zNT8`R)>82`7jM}}mQ|q!iK_)t7IPRrvH3_bQgN)O&KFM2c*lA4=u1A{l5PiU@%(yX
z&Uv;Hb&5VZ`k%K{3(Pkuyz1G#&dKt@yxbUCR{-p4OisFBezf2x2;0lY)hKqp_smzp
zEs5D^1X)s!FVgxsod2Xh{`n|X@_U|bIW{n9HF+ns=Zb{GTtHKHmjmg5mRfA(!n7N(
zaDRxuNmFirwh6___6PgH21xHwJ82-xOH*AQuqUyL3x!E45sxjexIkw{2xh7<=>eLJ
z4Wb~Rt;O26dC%9E=vf8}%LxlvL&QSmjvXzyI8(??0xd*W*rspWI}=J$&u&yN;yls_
z>hcJZ3S(a-#sEfvaD%Z#fRrB0lF-YTC<_EG>L}!>#Y&_S1k#EjgMf?NXxsP4<G#cq
z01&pE`^HWNw5S1nY60Ovk4kkW!N5kVd72o!ZlYw{a41Jx>U%CMeNeUAa3~Jj1XP`j
z8CROz<yYS7Ib3~jkWVbdKG)e_XPIg-PIlo5+&elA+xc9xixoGSX6lDFm@EoMM?8#=
zbh34{ZyT+@%{G)}Y(-1(#82BK;hvG`cX$19aT=!g?k{O15xRU;yxJGz^ai%7U0d(@
z@TWq`3WM{DL%&+zsaXl%ob%NO=w`5vB7T>I%jserl9TZB;@%D1u;cRI2`S8XXB)oW
z4ha+j`Jd<5*}yt|o^sfj;H_S#iFJ{I5-sqv8Hp;usb5Re%i{-wUmlH;8=Y5MKL?*V
zPA&xJH!7<-HFR9u&yH`1!<pXI0Z0pA$=~b6_&OyRS{>wdExwwn4kyo#?H_PteB)ge
zvW|IneTc?kip!9^Hh9=FQG@sm5BH#Uo-IDS!+g$bY&;~wMGLNWnO<G$DGwI;g=l^t
zL&*!>;ikg9{EURSizyRfeN`A_3WT9AZ<729$qTqf&&(MRzuZC@e#2=S1Vrii4LV#`
zkbJ@}&NC;9LcD2@5X>*r1rY&0w|Sx(>&2rlG5o!9be~p+$vCchd~P1tF{g7!rcy-?
zNS^DLXa+Y}?lmtN@e>rnk!l40LIBta-;aJ#x<;eB1&aKOen8fBvC7rM<&14qLQuf)
zjheJqwdHFn&rLSxY0KE|LY-m<Z|0;-tzYI(tEC9%nd(R$KdLROI{he^EY?jxVsUt7
z-kB{&qro~GY3M+xrxAOb@Kc6;HuU&+#GmKXW0m`HbpwMA_GKxI!dVR&kbXfMx;k?J
zHkZ?9)xRbhkrX?1%ymB#X48h2d{q}eeKvXbq+_xEej;MkJQ`b;5P^F7E4Jn|(Q*U*
zHWS+$Oyg{ID{Lv30M8=3&Y1QNI>Io=0WfGcl=vMLELeFdKM9M98fn`Pdt}8p5eo!-
z{r6#pZ%(I*Y3@T6lbky6H7Lw6mzqEd1UxFo!duYO2s=Niz%UP4!j}qiOM0E<EuGL|
zI@u12tV!Mke1eSQP?Zwpr)*dMnSNjRry!mT#mvDDWGVIPQqY0+RMrU^>6n0(H-PV{
zNS*ek?${bZJB$NA!@Gt~>rCr@8ThGxa9(w=JQcK_sBd`a)3eC9DQ3*yT9PAp3VJT;
z{ig9B+G(y&+*R54`SyxDHit<Mf4s3my~0yMU|ABtnMP47QXHkx4TzGC7HOxh281BM
zm;3NG<CP4LZji2X1{O+i9zNP-_sc;NASsuO)3=0kLxwsdgQR2-a~k~{k`gPIP31fr
z3y?|qvm7Is9EvIuD-AUX&~*CSyk_+FN6ojH0+ozpa)8<2fT6<71;#s-<S7NBgzlu5
z;sTtU6KwE=Aj`|vJ<mwzFX}BCsTR{&5|R-DSkK@J^2_4eOVpKCd0Qa^F*XCtY$I?-
zA4oQbiwYwEe0k&22iv*Mx$y6#5pg5x0SlvxiAA<G%e9$8Lt|%EbPo81QrQ7b;!cTl
zCR2Y$jIFf%Sqq;l5qI4Zfx4o_$?Tedjq(WeIwAIqw$CF_5_ouKD#r#zwWV*8iQ?to
zY}&B^Y@9Vhf_g4iufVUvJxkMlS7t-6->T6oW~;@EWD;Nkqu9Jh7GpJ?eir^?LB*20
ze;Lh+{MeGXxG#ZBBxkhc_8Kd{=JqaP-bwIB$GSSqLw2BTP$jo1p4f?E)VRvz#ntF2
zwl&#C0AUwJgZ71vwzutx2&wRK5*K7ms0n|g_O-Q|+X$=9=IL4OMa@Wkp64>sZE$ux
zIwfzJEi8D3(0h9g(qV-e6#q7e`fd|dr&DlH4=K6P+<&rpj;zE^sEk$qVwB#(R&+UB
z8spY*QsrRZS!Z?9myn>?<{`Q9GF#{GYfQZYzhBxi`S1q511;&|{Pp;Jy&PDX^>Q)q
z2KPK$3#^iPx&^0xc=3Pi|CgEocZVI)6aio!+o_(40RbId-#2M~xi?CF{s-|oiHNMY
zdk~smcQEwzeaWCaB#PUvv+`zA;Y}baIGs{m$tL*sf5N1Nwv_vD^4~u<t|XI6zxD|C
zPAE1-%{Cz4v=sbyo^s3xBk&$wxTzdbXeCdlS;#Obg>Pr1ovLT`R(16#frfaKzvc4H
z@wUz4F9BidX>t<4$UvkNCK~sQCzF9s2s!fS#$FF%Me-C?6KIv32=6wfRi`z?!YZ(e
zBJ!YoJY<W3VA}H|spfs6NhuBZ0oK?Aifm$j!_#7j*(DuKQBSJ2VY@dV^GwxCXPV@I
z>YV!!2dKy^?Yz-ul-Ri2cx)C9>Mz8BVD7?{!}XYpg+omVfg<8*XnskPl9z83d|FJx
zYw1&VjiIOm9_N}X(kmCv;Yx%ug!HEru?2r#R{1=~%iCKi{~<o-lM!K_a=(c)@KLYc
z^yuL(hjBCIkR(Q2a?Y@^dqzJ@kcToFNNlNg`h+aFA55GZ{Q0Igx+zLD<t8s-t4SG7
z6<QCiTc7SKW?Qa#^%@JMXV4*+FvR|lAWzr@Tm!^Hz+jiQc{1@pX-@}!S#<TJxp6e#
zJK@2*)RJh<`>N(-{pZCwl`rFotNH4f49i-rP9per<?SkhgwIOstgms(OU8aI(fPs&
z_fx_P<bQHVxPGr8;|*xTXacSZm5Ar^ju=YKp?M&g|D4$J^#)PiVC~T0in6^|3BLql
z2?~Z#%P;_I7f-B4qyZ+K!zi>M5Gs%qA0?r9GddSE9hglF#6<MSAj0Icz62{T(#XES
z+6;aM2n9bOAG!PUK#=_-LMN>oYJXoL*kRD8N^VH-D>vjcOuwbbo=MZ{Ix|_Jhiw`n
z$qzrDp^NMVVKI+q3pohcarefV*TZ5=HZJjN47TU{>nh3DtCJb3ZVDrSj=<5Sz&pk$
z*5x_~=IJpvHGTm&nR?L}&wY?}axAG9iFOH0_!z7xiKwJXifl0AO~WKn>z4OYSLWWt
zWQ3t2L{I)Cji9iRT&&7TLm8^$;8aY?5Vjp_=j||E?S6c|DgFdsYbLqUJbaFBjOlIO
zxV^A!i`w390nCqyZ}VG@Q-1vDCJuj1;(+pp0+)${2p%kX5HfzkQB%A4Ke*KJXs+*9
zwbYjHcyEdHAmDHq_bJ%~Y$jnq^-Y!p8Z<dDXvvA)OTUDg`q;NaGyMa5i)K23avYru
z8j38~?C!Dfsj>PW-b{clG*n`frt>Qqq%U`B2=JU(h70Qv866N=7+?wR1ADdZd$(CY
zLl2HiHmqj3(ac4u!g#FC%1avRimEcj>dauLcsK|4hT>J;BTzwjxWP}(73ykB#Uzsh
zSGW-Z9Px3MD5)XuET@ChHv3%ihF<r6pjZ5*7B87f;K{<Y^+hs7Y7GUe|2WQfPw#=P
zmZoyVTRVG976byy$sV0Vd~~At)aAhJyQ-d0+<7|jG+(t?;iIQ>o!<!2Q=OST?j8F0
z2w-))NI6(zpJ>)ha^+;YvQ$|6_M_MYA+HahIVED*;@z(TtBb9#+OJ#cux;K?{Mybu
z-b>lU2Vx~EktQnXTqt?w2<MQG@a@~M>t=MZmy7fJ_`f%|b6u${U+WwAV^g|dT<O$2
zv*zb{^7Hv@mD=OntJQaL?8SG3O5_sOzXhJ8dcIkU?wZVjK5vf%a%MkW>}kObLvEwH
zxTu~_dS|+(XkKnk^T2B7@Ux{2&&U9ux~`r1UuRqaE70=ad!L^NnGA%)zu0*#wVwxQ
zO{_;88=SCK&X>1p>p6S4PnIO#{tho8Lm_Cgu+p~kQ<Alm`gpmW{Ku`1<o$=NtvBaq
zrx)Um_h|%@|4?(SmLOA+ab$Dw6Ulp72m4C|E@JuHI{j&?`D+11%>{L9_twvBm^xSU
z+#>Uu_72JAdqpe7B(Z)rTHbf#EyGr^?k}!5i7=wxa%>nC6oM8Y!=<D_L{|XlBPp(?
z3>pSRD1^pq(m6sSgZo4A^!967wMt=W^EKkU%wP-(&=+#TeyNTJt3YDx#Lu5`TOqgm
zq_;>M_r7rVF1p2aKPajzyg=dg2rE-Dea|cI%<d0n8@!0yuYRwkT99%`N3<p7Urn>~
z0kFC_sk8BlqW<}`U?gh}pY(bj(O=kEx|nt2KrtoP3|36KwTXuvm#L$!t49?#$F?F{
zUhVHDzWs0l`2`>6)OK<L&n&}iavWI<#j%%Eo*=^p^k@K20%(@?E3OaY#1r*4_00aO
z>Gk!{7dt^1vWR|`@Rl{Ue(<fndr80c3o(AIuGrjH=_K;SX*!hY6xe(zx&%X0Gsiww
z>3iA#=%DD#t>o({><nSuC?=IXzm@i5>wRXP3D*aK1ijj2ODohpsPH9V&4p|mEixpD
zk(*h@22hOp^C=00OO}L`hDL&tcT#nrOpOyPD+{zmn+!?<V97}X@gaeMcK(5(LFIQZ
z<#+xS?o!UUZ0!`KW&oSIS~Hr{TTvO|>rf<UcQ>`}WoUd4bvFP}hlFx_HyFr`GoSlL
z;D0pm7vih3G1{+2>Qem;r+`10cfRY1%-&ZAdJpIfR3R(gK+|CGMTGZcQ*G!lNlpz-
z@2s5UPU;REQG;d85<M+tK(1>*RUlC}z{k!`Fe}t`2@^>^3I<e?A%sX{B~{Y{Lu4hB
z(Au~;ue}H$!I{d+guFNEJv(#@EFQs)HBto>$I~dY*?#fnj9)SeR#29^n?K#Ds8Ew$
z4dtumYWMwxU=GkKd_J7<>S|M9KK))67e`TM<0Hubf#8mJI7ky=sHE4IA=sw*@g!qy
zA~oAu6Ty|bhoFBL|04UrODLzon<H1G2s?kogdNlf>^Gd)1Mmq8l&TgIW23~(b_le4
z?un2zxg!@gzpQ>`g6sJP)^P!NYZGt14QBUr#r8D21h4^NJuDOJBD1psi>n>ei@z;v
z4@ygnu~2yC+ssR+GCp^HoMo!Yj-~~=S<g*n&I<>6%=U^*#O^n6>QxUoZ8iRhT|p)B
zM0-5bKkpK=Jo+_l^-PBXkmCYVk-D<ep31rQr_ZI`q+g}Fy{_70`iF!ir@WH=@yJuh
zW`k?WM?L+enDt>~MckESFcvX0SxjxO<nq_*IzD@vmvUOD^699&{b+PFwz5qsAV0N0
zB3Z$S1nuh^U3=aWX;R^<Bq=l;Ru<1D@Z@Lk36z1HFKymO1x?VxC{anPZZf;9drtrA
z&E6ELj@;fUUtOzRUdFgR#N1uR-((~UyMJ2A3Kxk*jX~*K2$NqNqOWK8bNYTtTvy$>
zv>hrlu~LS2*OVc&@!77W%i(5c^8UcrqeHU#VEx-mSGMr&b4g!dmgMz8`tQJOiKmAa
zi@@yA{%_zZYK+~!92<O?_ZRrZ(8G(z?tv$!XXkR$&ivG>@%ak0{r8^Ub79eH#xHwE
zzcqchv(|bjp1=b|spEW#Q5k2ac6wkZ`}5b&gEKNwDBqgJ-d0M8<cn~6`S;h3?#0GH
z4+^F-DZmqa{e3Q11v7jKJ)ap(#Qg6b)AB+)!+}7LMp=7%3<_N5(YKp4_7z{rP>?Oy
z{EpFm@CX$!4KgJK({KgR(2)sfr2>%Pxh~Z}E55=>1&3@#hm=*A7D5#?&i$o`3X`sm
zRAY}2hard3$OU22zTWIh$C-V!j<YcLwHuG2bIu6gjUlFQ372cB8LW@EjO$Iqd~H26
z2lvX+FL<-x(D6{>xQmobLjms=sm}rt)J0?icO!H61Sr3vP_T<BokZ|a-ep7~X>pe2
zXZE+FzY|NC!*rF8{)(8A{5&Yn<MtOmxz=4EUM~`D8seNNuj4Tu@rajq%=p)(Ig!%!
zR;a&t>Wk`A3LkH+lhB}U_&(bldB@n_urIc8mYEALLZ45*Xm+J#>vhP^8*m(*Q=gfX
z(!6q%elkhJ6N=p8n|EF#`7K&GErqwQ&sLR|&(4Ue%{MPLH*P|Fi%8zk_5n5xywCg~
zR8e$XK1Z_k^6T&|9-T^Ely5<*4iy`W_|?LK#zI_!2uUnF_bV)1<^3xR!JvfrBqn@Q
zBp{XyqJWSqgjt;ogQz|jNID{&fz*x`a~xEIr;a6y;SZKuNK?;PV;ZW?M=EHhaNb0x
zBY}2Hfi`ith@ioy)Xi|L$L=H!Nk|nbJon9@sfSu#$Jq$tWbzQt>`pX&Fcx9$^1W1=
zL-~|b4QObtBu!f){RLSu-_H$?-CZ<+pTI$IaR|+Ha&FL4-&?s{3_{NGJJH!IfDC&W
zw*wJrkJaW|d90O?6$V6dq?Xr>nYOhD_M%uwn36zqimo(9XRNPW(0pdZmoj7J<qS6=
zjuo`hQd}m1{=lTfGbvT5GBd69c@-n8LJ?FOW7MW`+I~)$H>osYkMrBs_8+3Bj5Dk5
z`QiEmvyxK^iZPo~uFYh5aq|iJspJU(KGK-@vo)4b8dIB_J_p<FBP3DC2WMvLEEB}R
z`60R(iYn}RV8PMwX+;~M?oIBw#*0ON%okzHrGBo+HvhhDga^xT|1jzbpr*m8Rx_Ev
zW=QqjC|h$qi%-JPwS67iZ#|aL_lKG^5aD6{@!_sAD*^<Z=PR5W&(g=#03o69cv|nY
z>#5$@IOz*FxzDsuyxVuWGnwxEs-f7uogMrxK>z%~tr*@JWrdj^f<J_ginguoy1QJT
z7OTfrxyxwGrR!bCy!XlFIQ#EyTN&?pij`zB0@U!c!msKX;d%~Rv90+!Cov{fY~FR1
zM2GH1BW$@V+o=fjLM-BxaeC=z!wXn1G_3H&y?j3oHuV08ZHczw-AVkTK%;~U7ZGfJ
zOJ{0V9QbZJIpPn_0%wMSq^I@O_~#ZaCL738q1Q9L_apt&d*uvq3HQOQ)5lmGD9XFk
zNS#PUq5l3RMtYBeg7c|K$xoVog|$#~)w_lW#45Ppn&aozu8O;nNe8a`uboeOMNN_S
z?PBc@FW>wx63?ISAY5J9NOJvLU2h_9B_WAPfT4RRqK@=gwr%6=!mG~n`DER|<ot{8
z%<{Fl;!W&*{8W>m#OfNPz5%9u)2c{`jH2OP<~V<M+{>2ILONPYi{1Y%B&Ex;YAJ=H
zgMqf3MYNi6+{wKgx+c%}DPN1*@MlY0rjTR*98F{!0FI*8L&j4~6BY!aQtPR%AxHZ5
z=BtkwTQ)}mN-+3NhSFP55Wlg}Kgizx8HL<F2nqe_q6f_FGcjlo^lqdxuiKm~9xg?P
zw3)3~X^DZ-gW<QyNe&I&oL_sZP%3?4kNpMW0`KQn$GQjp;Rp%r{@1-t8zEd@&ehXW
zzUKUvf<kFsuA_=*N_rS^4GmpO;t)&N$xM4(Gemu@O@u$I^4$lgS<38joUK4aV527?
z22@CXG7%!2m!rFgK9($i|H{!61axL6g@kE-8h++0XX<<8IFz;)WWCNGp)8R}YpSl(
zX#oNeg5D$(5u^H$^0U&|n>qBaReFV%cusJ2!LCd%hTTl7+5LyA2;=TG)0BiawsKmO
zH;&2QVjsC4*K`Y>zr0ow9>I0X-~TF`ZDkM>pOVh|wzN7US!IxD6vk$P2>fhwdW~Ay
z;!bxyvYbVIY@)&_FT<Rk`5oQ(oWLVIo`y5;@tDE6E2E$JoaIN72Hwm&28LL)5qq9P
z6}U<%{joo6@q<R7?|+nTa!&H~NJ<8W<{_6B&EpU6fp;Y(6|jf>p?$0f3(G(>s5Ay<
zbQ!}X;4+0!6b1FWH<RtK#6U2eZ~=07NKhIsSq`WdjI{-1$Cd$i>&pQTkZZS!@qI!Z
zq~Lf`3;v&F$eU+%W>5;T?z^eCq(6zx1mZtRy=I3XtN(XKbyv8ESRA}qsHKNfhQJQ#
z7j1Tt1N~w8-N=CWS!@;A@D*02%!Pc;aV)YislX8FvuGTyWpwOqJF`f|L4xh(yowIG
zGKNjmjiJ;d6sy!#y7Z4|eM=w4D`~dKhS-*i)ITzO=L)_fx$c?cw|m?}SJqZGJCIqC
zasO$+OsG>Rmg)4vh)!pXKK<L7%5R}Z9cKvUr-;2@d-g<tfZRS&TUn`1LS8Z?R2<`a
zUZEa*xM)W_4{t7^5E&NQywuu-A0|&_RR*4hvCZZg#%$hP+xsq}l8ErH!A|8zD-(y`
zWMqX!c-*k6i}5uDBex0|p{QLslXz6xGW-dqo{O4!#BvOo8`3e^b~7rPYw8_xDm`Pe
zI;~5(gaze%ZtF`+lj}p#f!#%$$dKS3aMC+|f2pt#aBd&h?I%GXyk}u_aAUMFXCoj<
zHD~JV3GV{zH8;)0=r6GLl1amuNG9TYyChG@h$bwGAtn;h27=1Q)mgOP6wvDo5eXIH
z0uJoC7R70rWK28}yL&N<$1KKsTJ3DKX#LuV!Mqg6TFpSn&gbQnJl@S(a3Z_mGwgIB
z+)aq<SCjh)^eh0!gWYJFy!x^zcK{p-xxg{;;AXv4vcJ3vtDa^1Jy|qlJgV;^z;z@l
z7tCzvUB<lUp?tjl@#tZcms;CWLjU_qv*^RoO8bETI+q;|^5rGPY}rb_j(|Lu9kxk1
zho7<0Ww|I^?;~usw0(#S?rifBBdf%Ph3m-P8X7&9CL6uwYaS~07Ns%ru?hWIfWx5P
zaiqNzy-sH;9l6MK_kDIUkGE^-#cqAc>}=80_%FUL({Cn6wYk@uml>DEgNJDg&5$?B
z(a(Ri5_b=>*f~UXTAnmj_vY{Hoa~F+X8%H*4aR0CE2cc10vix)u5)s+3+c?y&GcY3
zv`yH@({}N>4~%@h^%AUx1a4nnh3y|yR0Xa;zu2snP5#t*Gg0Ni-}U9+t*gOoEC;1=
zy@0r#9=y5a$=Lt#EMuE;{t+oyxJ&fJ(&c!oy`Y1<MlAWQ{!S<*UFt`4F4p_ZY!Rp9
zn9tOC)Zc%;rxLKc^_2YQzXzSSv53HhR)W!<s^R1K2=t5qMc{uDMG3B+*IVs1rbg4Q
zaj8ayhQ3iZp#+761UUoYh;*staG@A2%>i)I6nv(IR_c^Q#7=0lpPaU4Kg9cOv}DiA
z0nNeaqbI$tWAy}SFwJHmVutDE7i=cK`F&Flb^Hy`nbg<Z%Q!R=z^lE*s&PmvVvjoC
zwflE&7*Jl!j6Xp_wFfTDXU4>JSJzPpY$?=(67!;C@2bq9ZO4O{86%`jfrSg4g%ac&
zira4x<#3n}%Ai(IcU(>=YeX2;G492maU}#1TwqCQjoSAhmr&&HvJ~kl{37q}m}sOq
zKkcI&D>T8jTv;<bfmo+m^P7=+OZ9d9eOaa)pU4Q8+}C&6EZ>KXwi|7UU*nl`af~+m
z@3Y=~qn~@$$$k~n@vrX1uKbmD(Xg+{F^9m8j{N?x0j2wxlt2%fk>DUz32tV<&|g7C
zWdZh*F2u^rpGK^U%sIu^Et;uRv%cRojhmsC-c}JSFfQ>B`6$o1WyU&%K^cTO6)99@
z7c(C00>o09X2!D1Miu>uvPHPWjc+K9$rxM>?7d+}`z*W^f+{H7Eu<G!jtmDeGy}Sl
z|GcY>8^Q1kvU-mN=_c$C4Ek=cm1Od(c@sbf4Q+VScI{+m<6u{0GyKUZRA~tKM1&QE
z7gL!wP2Q|%Nhm04$&Xdj@sC)xM<t;>Z}T9|_J#<BjE*-A+w@Q~pqLC9oMt~Ew-GXJ
z>-O3Ggo9_1apG<LvWItL<|e(f15Yxf_zG|=vxK)+jkGFX+EY<Hd>_)9=B^q$ug6qs
ziO7wQ<EazNta5ysOP}R%4X233l0_+pEMYlEqC1T-a>I~w-1G1*K;LmdKny<^dZNj0
zP#o_o;;(3tfk9yeSZIS_ZXlKl#HH)zO@Aw=LIpE&R$nNZ06m<h3x`7^;~m{R#QACL
z26Hv|JXtsP81zv&;(Ix%rHu_<aO}uR0|cBQ$(LQ0*4>F`^O{^o@%D$tqsC~igWS)_
zytwtFjGWwHru=;zvM5%Cay-~ni*gL{PaTGG+oeC+z63>ya^@3;%z}+>MfJaj?8|y~
zl3%d+?DAWvti^~6F?>KoD{3)_^X3Y&2dx080(#H_t4|*O^aWjD;J<l()R}}oE}XOx
z%mz?Nc%C*h5Hewiii8V`$(tfNa$_ypaY6%?9-JqyT}SSMfj~!Qw0_GE7;tX%OMv7@
zE&sA2Rbw%Km5E!H1_b?_NNWw)uaD516&z2maXBCV`B=9?GPzM}JJ~qkw)(Q~&TdrA
z<~%di^X@*JLxPOli=Pu>X%1QbQH*m`lZuS;?YlD`iu5kiI=fQm$NFo01?jaR=BOdN
z+MG{&l2xO=8b+6zQe34sIXZh_gYTHPL>io%G}J$BWYMB2<ylg1k|(VObKb{_WD(VH
zaeC=kb|+LL;^?7*=$xewnFupwR*ZMuCQ)23`RsM!hp}`?37duTb`iH&5>EZSu5vo&
zW>$W4BRNa0uU`%9#}mSuJ6Mz>YiARQce9K?I#=f3n!7Kjw2o573wRn(P&=+en%}4c
z9i}`S73%HAaH7tTh73;44(B({obDUC<m+EJ3V0w}ca@EcVg@FjjqS+Cw%&EWA61_V
zg;s?+H&$-Hyz9H!Ur~%td00r<C}C;W%MNUzJ23qGbk&=JS-TUc62I~j*vi6K%{g8r
zZfXq6CugZ^|LvcJnmxop2H&}*>AIqV4fLCZD&ikMIKU-MM3?Xy1dv3#67khO_5-mx
z8nPSk!knAx8k*|dyCIR1f*$_3h~}i;o}fzrsACS8d-OMLg6GRgYpy`;Fk)#Q%X4el
z7PtN9tDL_Hfu^*;xOLOm6yto-Z#u)UA|al(X=q|Dv&E;m*APqv_HYXcio;;tQ+}bt
zq?%CNw)VVzhXzB>n{0VVv~LCC7B@kGB^K@(#1d$rPqd>NZN&ar@T=lv)p-VBWYbrJ
zHqG+I1B%VA23aLU3GViyo_tBVGxN$+_Kj1D<B9FZ0WEDQ%A3iKddKzK^FGde{)FI7
zj}lx77KXitQGE{t46a7hV?^%?jp;of^Dt2OPVD1!3_W$l%>v+~HAa<>u7ZjSDz@z`
z4LWfypp%1f%SaodTEWr&f$y~8)$y8j))Xft43s=^r|<TfZGKX+Fslc=pV4drq$sX*
zh3u1=5iGpb@O&_ZC!<U8kLEHWu~dAG#!w09i7}{179VTSZ+w5Qg9z^|?YWLQ#5ev1
z5@p!Y-^_645MVL$la?){U9m#itFNEX_=~=#WmL&AbLCi4cbZ@SGgIy_QDz~lPR>SJ
z{#=*-dEH9sFx#wLQyB*QdpSnUDwTTr9+{XIkD6pU;c}W#w%oz$=ywG9qah-3jFkK(
zgJz<EjEp9u1SANd4Xxyo-BrT5?drmlJv7B3Iz#TEzD#dF)HQ}E^-KSp&MUJeNHLk0
zbD_@dfOO;BOCAv4Y+@q9qikBX-*T6q*_&n45Vl>zorb{G|NLz=JVXHrTT*l)X;(Sy
zGr!?<sX@anx8TNAs0^N=%1y4=F-bJfx=JR>@q?8(vPkG}b)G-inSmzaFGY>LR$K$d
zBow8Wg~VW!+z!wU9<N=ePaGwQ7r{kB?Mbk847pw3UVoqPyZ<nketyglK8l^v`sLF7
z({91EC-3&#t3TvURmz5%HVN&jNqZ6ZnM+d9rht%3ESX<evkE-`;nvV!@G6TwdFNN%
zvbi}L{1~)8J+}I<(9Le88AI7&!MdLpY%OMKtEuPcP#qM6+hRzVtPWh(eyC{d@ZY8?
z39$dhAxScR`+AIfp+JuwJdXVDy(Z0{acu^2wOV7KuzY?vdSzSmB5MY4OCz~e_M_%)
zndO8EySR!4q1cC}_cxy#$tcO==dmdmhA@8%=_$N&538ii#5{M?4{c3kye%^qaHj25
z%;ley7346pKTvCrWnI$<=f6p5`s~EtR(cu=eUH3D12oQvhDsGuI*$a=OmC6me`<WG
zIKy1MeY4NK34XzV3wtevalv-(Cjgz`xC{}WQz*h-$0Wk(>4NX>lJM0%!NWbq-Q95O
zIBj=7ZTnp55+EX3`Plg$3o9=0vLq|S7O$|BrE^}(e^KqOB7NUL%;CEA==+JydxtCm
zhn>@-2{%NfMNW%%Pk9B7jgyIZQD5LjWl%Vn%cPxajs^rA+Llp6Ml-jX3$IUmNA8kZ
zw_Rmj)%-KlS%T|ILHf0f^pC;~gY5fU_8krHh3_$^HYp-gY;FV<J=*Ed<-8A{t?=`h
zQbZCF6P}+o>l~_G8fhp)U$Um+z$qkd^eo${&712Q!P#5yn)2RqlQ`+N<~m*(BDRbK
zJ*|(j$Or0dNG8%hiU%4W^@dvo!0b>$7b3zIA{6=M<Q!vS)?O3N6VP-BiNH)1uD@l~
z6Nc**y}OxAAvHGCa&2gYe%e`Sn>aadS^%&8h1i~8$gO5jH#zyW{(k(dcr!b>Z<Eb2
z<=M~)EjgS2kZE$U0kwYEUj&=&_DwDbWmh<f8T@l^?EJU<L=E$-Z(p6cuIzYRzc18r
zIQivJ?xWrHByGea1*)tX>Cpb^-70*i<k-7$o0hP9IdL^6B*$sg=4Vy{KP_+3dR^EW
z>HXgDSlH)0?V`vJ-f*Im6Hh7X+}|D0_q+nAiv$9nIz`zqQG%yY=cq$4R%#)bK~lm?
zOCn^O;2toURNBX{pRSlJ1Tl|lzl`j&eghf>CG?urYoY~!zKp@--V%0y9d?L%N6J>r
z;R^eI075~%zFlm|+#UKA!b);!b4?a&2h8PIH@uf=IAtFB%kIEGpiv%(Od_zqghvE!
z;9&MiSp&}Y5$PIf=fWLP|Mub^j3}&7oe}4yE-o6=l?!1l28*9m&WQ?9EMM&vDsRU>
zVGl&$hp04xaenYY7~nUOD$!1hf@jM-i~SkCEv)E@1h^OfAh1s8Xfv&72Wd{DBaTpj
zMQK(trDc*k=9g?tAfXx`%BqVvprM{jeq+2+;$heCcWW=;*2&o%sfo~j2irs5UU4P`
zFJsb+nanIz7Pk*K@syU;4#Wx|w%3@Mk@kw2kyG8avo+zWWJW@MOfjRXJ@yFIza}vO
zWB~Ok*WEqWzj)nGu#+M`sIfD2mYJOErPo^lVP}ks!9|aQj6jM?Cc`c-v?2*HO*KTk
zVofx^Y9~|;@)p6k&s0PE9Z@|^>S9fqEp2ny{-WJ8OX{!X>&(g|kt>t_GqNY&P3m$*
z)&n(llY-nDf7bH6qI*`U$EEkXVy}$1)NB@gQV$}DBA?NTs?82wjFV6LNQgSno<?8*
z$}MCN0y^!5NQFfDEC+<(P!Jptg1{jdM1(=tM??ti(AP%ak0nTR;0I={60gPx<75ic
zBoEz2s>y;&rc4$Z!5|`F38EMOAk}fTJ0_2P!cmelutvR2#+VD{xr*ClMlBL!z?HWK
zR5EBXSv_W-#nXSn9QFU)o*)^!vE?DgM|LtLb$hrjGn!z{SC4VS0x#k`Qto>w^TkY)
zsE7<c$5M6Hi7H8TH`l+iI%`xlm^#aIQtVKv`bb@9JI4g2ggSGigOo+?m=1m*&;^-@
z4&)XOdtfmR0CS)Teq!+t5V1ikdO`Vs46P+d@efFHfRMFE{lZvCG(SRigI;G4O{U1A
z1oz)yW338-fLAb4HO%NZk!n~*7vwcmNjPQit4XYYvBHs2ds_C5X56GI$#7DNe_+>(
z*zuyv{4q8Lu`iNe#qG)nrN*U?vsMzjO7)sZWrPYVc@WwzdKP^YDf3;VCXd?K&K<jb
z#_#0`?%+K&foHDija|-f9RFajvNc#C@B<0{FwoFvC<K4#JLua1Lq~u1rQ_G%dVc@o
z)RAN6j2*vd;-qB|{K3^F+|4D*%_YXoInK=~!42UbR=PW;c{pWyxd8ql&&RdE*S*-+
zW7TA@^2y#6z6@3RdRO{-t?~7$0-EeqJ=wcvvUlASpY_vx8)i&ynl*LP>}f4?rnSzU
zzGeQ*ZHs2_STc9lvIRc}E&3(Q|8P{`@pynhgq>X(c|Mh(AYw0P#$CydyOz7+dVb=~
z!lc{9EAN%2K3J9ZXm!Su)tOJrvYwS^6M9;n{S<H!getNDAn~|7>tR_Y;2&-lt_1wU
zh0OTVX)#BWA`Zld?1>KC6|t;6)W2={;*HA|tY0#(X5pMQ^Ji7epH)78PT7Ka6-ySa
zS?aeoFrY3Zczt+yePm=)WJF6;#MYRIj=0FZiO~mAR~*hvI+mMyvLNGhN%pzbd6(7{
zU#l&<)v)IFhU&W;Ywm5Tz1LiOuchum+q#FF>mO}tc(k?Q(YD4X+c!MhvGIAwrk9<~
zuXeV;nHR4+n<4DO+s>AEoh<-<_;qL7Z-hEqf9+`bZO5j!TkBsoS3hkmds1Hl5Qy7r
z^RHE8UnosGk)L!RD{gmcWP4&rOHAPUuqBm&^9mPDPn+o->*E~aI$_C#k+VjA>-EhS
zj>86z8Pfmz0e!x5upJ7xe7#j4J%&I4{=tCo5B9bw1ca>}N*aLd@P8XS!>5UVU^cHg
z`~$D8WTMULET^y-@WAYM!<Lga`~%rE=buv9t5V%P*HnT^;UC{m#;j;J;2*^EM<M<}
zJp8d;4<aG%eOU+uCrG4^l=7(G$AgjD04+D7ebV_w!!b8~!-KedyTpA&+$2?ZNN!qZ
z%t?@cwF2`sHG!!%_>FS)Aq_WHEAk?dw+|CxMu3&^4>%7z3yq@OjNbDvWZi64aZ>gC
z<%CoC3iC@=kUgQGQk~mlm%=)jkT%9EA>S;U?$%zw98lJA&cvCNpe%zr>)73JJ9Ju^
z455V!!F-nDhP*X1skZ8waa&A~6AhA2mDcS|P;a0azf%2cQj=Ny1J~C**1yb1L<S(O
zt!BJ01b)yV{DTMrK?>oyA*V<DuX3i?MAe{pCDaQ@Q>sCU*++IM$1AO!V#>3Y)L&EH
ztF0}xcSP+Js9Zu!W0j_<%T-T^isgAFS~t_iUgi;X9W=>&{m*8`5+yY<?BIp%B*bmQ
z{UU`NXt|@{0iq=fb>a%wA|YI6xiZmlx|nqK21E`t>HF9q2m~QWlgJOSP{~vtJ1T;i
zIKMsvH%T5PJFL)rwq))VkN~_ifk3b;|Nrv%59*slMoj^?Bi3c*Wu;x-xQUFpdYwPK
zMUroV77a2nk9hq`WklnC;#fxpxb7Uw)H~F~mi7=!KN2xhXPu~$T+fmO*T1rwt5r4R
zxh;CHx{uUlYoKJw;l4U^x=F4O_JfW20MQr_(O?DYjw14b3F^S&BM87jzA%ypeuLK;
zJ+wj$kWdN%0r!ogAn=JBq?ru<hmsu1Zb;S{gp(-_`2YzFe!%|?dTTkt`~LrH_y-nM
z(w$nPqEO@~O05`WM~8p0L{Ki&dJ#y1xZ0!#QE5D>Hjt7fLHX1iT=ufNCgvZoR_N6N
z60?`%Hp6F$oyRCO{1plO#HuZ1<{pFu^(^!?GMjSy0-8K$V>@?BPCLHOZK%n4<3i8e
zqG=BQU=O?5<m5go{sZ72F!;gN-paP0o)7-;!=TT`4g1=4`1igeM$Z^MZr=EbevVFo
zE-qp2u95Dp(e5s>?k@4}P6_T#$?lFR9!_bV&VYZ&_HoVi1^k0sk*|A+kLPM1uQG2S
zPefiGK;>TUKowr@m0s>^yxgn3J!*VB>n3~EPxWb>?%OoOchk(tEwiU?o;Q8l!dV>v
zfmpg=@AAb5!j~S64muGZd>SASN#W-J1(6bUF)jL1dd%g_*sD45*Ygr?79`#-O1@W|
z@}MO3QEA%a()1@lt1=L+&UnmF=HoI%kIFJ0uFkkyk_LxpT**zikQsM6HTqa`#K9FI
z`(lEAid@za=D%h6;!VpIH2BS{TRf+F!R)GqbE+22t6s98W|`l*pn&?2<&EKCfP83*
zifWFE*c=_cJtk~tZ1}!}$b%`dN77du%St+tmvXu={cK6r#j?DsRmC^zR^M7*e!HRa
zP9xBoI~&&A+gN?Sx#mGj?St03hi!F_wyb}$wc*+J4KLc8UhUXO=na4zI-1{gwEWuH
z3gCy|IqGcvy<^k+Z4IwmYhE-}Ja1eD5QzJ=g}2t^UMb5sTeR|M?uuVBVs@<z-?n1;
zrl_TLA&biVXXnnFl03~L+RG`(W!!>sBc^=+mFt&7#(y^8$ANu@_qF}pRzJ|%svqDV
z5W(CPViDTd+d>EkJNO5oAPit8;ea53K>UmF54P6!6rpbrIE7WmKUmqo*)bv#d}_g<
z7bG8L@b?+;1FR%)s|s{!D07b*jqZJ&F)P}W_y^*%AukRVLogvpkoG?69j=!JJ;ihl
zfy8hbOiD0#JmIkQ?@pt^S~8lG5nQI>tbYPMCG?AM$BD*z!Ly3xQ|^J_5v8Ko`$9(r
z(qwi<HH7yASp+rC33_cn(^Vk}Jbwk(h13l*O0a)~H;?pq@{4>M%p4-Um^rv&FoT0R
za_{*UVu29~k2Gz*ca6J%5>8?H=9esXWo2cxdkwYnpd(uu<2Q}*O2{|Mrn|KlaKq(n
zj?~I&zr&gZc8bJ)f<Z|&nXBSZ0Nif4G$CB30LD_>kT=NMt7<eSZi{j8&>-+ig)nwf
zWMhT)Rwd0&A&s`evKhGkHKWxZ1^$6!sbDN)StR~~OfY`2_y-{bLa_3NC-Q6|#7Q92
zd_0k7$6|_O>Q+UvWCz+I7%@do1+h7d#!+wi7%wetbHtqIoit18ujT8^tl&`_1X?cD
z*Y?%rN@7KoOj8%`Tb@^ZpDOjW(*3U3tB+B46pTr?RuxN>^7z|j`~$P9AYCiKiwxA7
zgXEH|KWLW_!Fq*oc8n&!<V0ONgARzGAcX%N0P_H0A22}zeu8YECd}*%aY>oj4#Fb>
zS@>oC<L}zgY+Cg!QTEqf{DYFFOYd7+_wi((Hg1g1Ahg?fp3Arg!djvF0I>qYiUch-
z-2LuK&`r>;J0|Ar#Xne>)gqrkNz91I$x51qBuaheC90%QFCcB1I?Hoa^j>uz$wGXP
z^^vfSaI*}P66Vk8$aDk#8-qQN3>dhejDX;RKN$23n1YSCKwqMqnAKYF55gD`D)<NE
zKXniOfd@a>Sj&PR*qbslM~#M2ETSMA%01ql`YV-N*`W<Js%NVqtr&NQvN;SV?ew;Y
zxDX%wyqH=nQYy!I8;#AU)K~nJs=?LA%*2PPmE^rj4W#;uC<wOyVzHMKFzQ+S6cR<?
zl{rht#&+&L0sI3xun&$kActST4zJG6#>&>#3V|Q`=<Eg<98mCwJ_ElQF!aYE!zO+?
z+~eC3Q%8-RJ$AyPiH=L1T!P))B0SuqJltYE+~Pc3S9rK2x;rPkJ2ChNZ-jq9M_~B4
z75card%Kr-d93nuN95s#$lZ07yUQv!Am`O?&Sh@S749yT9xl~hZnZuh>nD5GPw{G;
z>fJQMr+L<t&2y)1TR5|0$(-E*3-*O9ITW#sKp;-72n7_x8H9p}IG+-EF+KWnW()}g
zaWg;hc0tm;!j%t-QXT>orvg0!I7CSrqSCZStI`P&0um2arQa=1y_uhUB`4uRM%<ay
z=;O%|hgXFD61)88sDRFJ|82pGTLKnr@SC@O$=upSb7~jQt@B&3ZrS37<;$AFmT!s-
zZH|s;iHT~CiE53G*cu(y9uu}JHgw;L@PjL(52wW)%}6+ropdTM<xFAP`O>V*75Uey
zi>|LNxmmmFX5Ffr>i`Q;cBi5I?uN>HO;z_cR^8vU_F+ry<F<8Ax2%7@wc+LV4X+S2
zy=iZHyJOS)j^^JwTYlf!`p3>Tpg-Y%XX_tub9>{vw%RwF*1T>id(pV+@w(!>YxA#H
zWM3>zJ5`W$I6HoCT2yCp*ygyP4UzuUK?{l(&&-_dn>f`y!qd@z(&(8#4)^%_vq_&1
z96hM-xBcwCu(KX)u<CDZ)fb{bz=4hiIEc{(AAw;Df6T(+zZL&ru(t)mSP1D3IKQ?)
zHoLh^aJ<>Ax3U3Zw#d1k*aZJ9F*|q;E&@ETIk|myQXnZ4J#Lo0`Z%95Vnq?`1lnuP
zaE8YeJdAQB5D(wVAe=rhC^)jlLPmV%n^{Hxq`l9BAE1{7oyBwwhy)e@uGcgtU}v0+
zN9MHGJT86cr>H@h@p$p@O*28_Bv3w*g3ll~t&?*P=+`N6Mp6y-y>c(2XU!-NbMOi$
zgw*U+v2Ogc%*V6r{t-C*X#Ix>Jl^5~^bT5Cg`4<wc!NpC&*_c-K#35!WINP!vm=oW
zs(kZHR+2`+{SP%RXjL3RRna5Hctx?!f|uRe3z!?qrhpg(Q~z@|f#^5|d*Ch^-Is~^
zAVfj@+wl*)oun--XL6Milqoi~o6OG7^)IC(S}s30{z1r0IR=WBr`XK=5XO&U;wiiw
zGs&FY{O|PT@DEru_!S;GJ7fAlprzw1oX65OM~?r<J;SnUrp>3DZ23CN3Y#W7fES#Z
zU01rE#z(79Z%k3@UoH2$Vy~pU{olO94&{{OuoI&0!#`+QJwV6-tm*s*u-uohBtd@V
z{&RQ(vhIOqvMeD81db~U|Lqt;AO~1)w8!LNqa(zEAMkVr?`V^KZ4LkBEs1D)E}W_h
z)35^Ei+|9f^(0TX=sw+jGG<)PwNM<7B$EqD%Pcg02^|Bv38-$}LcRD03o}+EY)WF*
zjl$1J5o`J7TPLa{>qRq;jb-Yr;l1iUQa6s{sBW6PIEpiHsm>f#4JAA2@LvP|!4&X=
zG5iApNMKe|W3KEa2cFPj07Do5Luu$O0%_+>CF`*;QzXf116f!gUlDTu|CjL(ifcjL
zGKLBVBdux5<}gM^68wSfO*{{hQ*+J_6eKVr5y=co!Uvg~=tCZk<fh*86Lb6sTP#;T
zmk_?lq%<l);oBm1k&UaZB!TN=((Aa)G&dBB60n!?&#{leOcpqMMG~USSfd3Q*!cy*
zKd>-h(-K_FeEe-Vvyo>?+WZ|!s=~~ShWSdJstNxVv~vo82SNz;z#<>);XVs~u(7qW
zanRY};17L<*$?<nzrjBY`h3i1UpjsLt@rmMXN(>{Z~UYsj?RHDuA%PkQJ$VLULNsY
z9xJ@u6FuFMJzY~gT~a+=(!E?Vy<M}sT~P=KZ`XWpw?Z$sVo$dc54RF`*J3x9VpkyN
zVi%`kXGfqC=Sii`lUBPpmb*Gtx;s~Uy4HHTuk&$VKiQ*ks@KLDzAdw-Kop4W3ukuv
z%|#H1;3Wsb{EtKi9E%A&9=rS`#DYi&Ig=E2Ze{rSR0aicH9PJ`&WhW4iFfmp?&l}p
zF92HkfWRRT5CTCU9s>koRmQ{8^amwrcZyPO<Rx9nUU4BK_DpKj@ucuW@xl9|1AmTO
z)*0r%J$P|j;KGed=Wp<zSMN8k-hY0>vPF%7eoY|(&Edf<k)f^8;jJ+MfrxC24%-$T
z+7TPNJ1%U0LinNN=%cBz$1_%(%uYO&n|vle<y=wvMSwt*<y<MxyHc5dbq!F#wd%qf
zHN`jUN^h@QeW$+sZezv$rZo>YRX=H|eb%<_#g_Fix75Gd+VE!EhIj2v?{{qct)uz(
z&XzwqTmIbH`q$33zjn6%-P!zSd*g3g>fW_fz1>s}5Qt}R3Px?=?KL@9R;NP<h-0}c
z_GiTWv@(4AisjAG%SZ@_y!lh%6pZ-EuEDP3=a2n<@^@dleKlnK(EcL^*njO{7;3N@
z0Qd(TIs(H1i3@~6umQ5QVet<*3IxP|u(r0bCLvZt|M}6AQ+6sL(tWW_V{>9f78T2{
zQ^C{~lf3X#x*)tndco<DP?yoS|9l7tZu=Xa6+OZ}E1XJ;cE$+=La;wha`G=_OMp9~
zLWGZSI108j^thH4j87zwut((5q_M`Oh!qu4P9hu3Psq;0dI%XWxWyTKiG~vNAj*#h
zToU{NiGghIGo6LO4|H#0p~CnFKv|ef3>bqQ+SoNH>H3eTnX+v+^(N;$$R<oJjm<Bv
zxwKvKb1tIqbQ@8{Xy-)WgqY$pkgr9AEoCbVFC}$m-p=H~??nzjCe{}MQQ_8Ah#=wF
z7C+}={1A{j?D3*SMQR?0W@mzZAEw6%n1MEi{40dBJa$e>@DIQcc7GH3z~~V?2P6_s
zn+`_f#1@aYeg=Cxg9CwqAw`fS?C|uAMUt}*yxAAlff*Dq2t?puV`&j`6?LnGxaA0X
z#1RX#{IA&CmzGKHD2ga8>H=xh`V-S+Q~XbkpF-A|p4M7Js!;;Xl5~L*11)mDtG%E>
z3>3^7Gx|t=<?Xzjg~X<VF-oirRN@$8pg2n<o51FaEkVQ$Y^EgDQ>wOk_XW+-z)5*6
zQ+-fkV};gIJuR@tf~g|A93*V7w9D9EsR!Yb*lqs5^jYb6BpjQJq>)mH`dzty(TIRZ
zAZF6)X}*J7O2#kYf0|u_F_F!NdjUZp1SA><sXCAf<C}<|=u$>7kRg(@D*U<%QU}0o
zO94Xi%Pe?&2li@RO)}FGQif4_NeO^71G*y-Gm3|1TngocPb1D-sHK*#vw}=AE*Ab3
z<WnSv>?Q(p{)JSujLVh453~?xWH>BRTfRF4x~z25jIKBOh|;^{?=#wJdFD{6L0y_F
zs8Si|;vJcWqpD)t0tvRB!ts|#DU2GLHu0s|n3<_?9YC<)K+jvLRRsqBAiLoLHx)$D
z%ErLM9=Its+yvqv5Ntwci<TT2LO=){`2p5skSUXkk_{h<D)$1a5*ivLWSo2OMjIU(
zKp~i^dFNjktgNMEV`Z?>@noyBp@|!<cmd!f!HfiEjzZV4Y+((cJg=nOlevR?2i|2y
z4bdY+L+Qt<j+5EqCm4R2E@taP$p-5QD813#`qMS%%AuOTUkZ6HQ-8K=5UUk6OYjrU
zFDR28%eX;J!HH$d$HO;eCq=Vh%rV7ga_yB*&_XC|om^VbkS@riT*)$`tB?)Xfny`8
z29W&YOb3Y!k(r8sIV=!b+{H@o#Z}_{7P_w~_eNZQRzZaI6ug&fi+qzQ=AZ{@;bB!w
zFpvq~Wr;MY8`npsCYU}YJ!|rRJQ(Q_D1jvrB7&S(As_dFi}}DEctOW}u+kd@WMhRx
zKIrw#W(tfTtWCgUv2>u}0g4<Df+WlULZAm3Nn?e9ER1v3fL&$6doFm=BwS$-nGrNC
z6@nii&4zm5Pr)E8#rIY9PFXLAo(lVvHFP}dI399hZwZ+ch`lk5;NB}t$k%}s#W9>s
zun&?(aXKqX$QQ_#Ap0vWmSq&nWNQ)rLEKE`(%2gERl-9s5(BBDiz*{x8k3Ems^dir
zl}ol*u6!<mOIEI@EFYMgs7k0DrT6j;5mlaTi+L|4Pf-Ob7bW2{QdM>iOBqI?-4p*r
z*1_<86WSM(nGUE=7Rax{ZBr9ho=sn8W;ZXm`0B!HtJVa)3q3{1j)Z+M;II!6aSjoh
zhM<!#0Q_KQWdp$<`dix%we9y+pF!UZ{A}cqFUG^+7ytQw@`%w8{9)k)Cx0iG<*shw
z9-cAYUUA-D2|iv)KAtOmJW{;f)4bi%z1=dr-2nf9ArLM(UM_i_t_7a1MILTN?yf~{
zE`=`6h0aa|PL2hRlL{tHESxl<XwrmY#|foQ6IVM=DtC2UgCP(#UT$?h?)8&BHca#0
zG{d(QAP{q>Aqd2hIX^9%zb9znFCj|~hWQ_kgyS#*j>iU`j9-3Ah=NFqx{?udBP;%P
zPQo3a+=RP%iT3~tQIPzgFy#@3K)|^eKo3jO?iZ)tDM-GNn{XvF?m~LZnUu)miJ=E$
zgZ4%)+a2!T8S2*_ym(8{LI?q|DPTd<vIR{63!4HLZ(Q!TDKwxZJg7A?xHSqO5Me-@
zqe8aFgzSn7-Mb>}U}E@@l~KpiVozqopUzG^lbdulZ{@jyl=FqD=Zn(L7pDVVD9O0E
zD)Z9n>?`FtS1a?bR~6o@DZW#;>TZ46{f3H1O>3TPTKlY}_C?#eSDV+r+1l`KTjTro
zrr&mKgaa@B=xqM0v*m99KkRJ%@6MLLcWn4$>$=}stAA~-c)PJ2hkz)$SDkmgJo7?H
z%E|nMLs_wVQX_UG1h>Wn)Q2rz6EL@U(Twc5lUL60jP!yK5Tj;|9Pa(iFsCmDjT+Qv
zcpsb33|0dn_=A;|gO!!N&I%ASb_Rp34f-?KprH?k$+5GBG{HZxwp8FKsu>)i?&GvT
zyV)U_8<AO001s!#%z_Cu6Z}B7eu!Rhn#k=3$tJjLLR*1#N<76DA{G?ZE`%ju#T1u7
zJtZy>Ju6((`1I4V+!l2ZGISOo!5Wcpc7vGDmyf1(h{IH^c%G|_3#2c=%%b=YCW9Z~
z5$2N_Jfg8;Ph2~J3kNEOg<pAyG_G;fv&`Vjxe!#sOpiiTXY5=F-Bd0u><cE1r)+d9
zB+d!#jZlpeTnelT<DMz`W}Iyy=7n*GVABMS`LVOHv$wH_|8U9dF)@n(xY}sZMs`C7
zT1tuqF@u~uj$N=)flA<PCfic-cJ@Dd7n6teRQX3pWBGpMyNu)^%#@lA7C)c_fnbqf
z^56&I!9d+?h$wxOz2udY85hJpHrrW(byPY7Fc5Q+Wh~bz8WYT@BvUNu8i7pG;@y>>
zx;PF3Gli@(F>QWB7;$B%4?T9-1y*BAVoVq~_0*EUwoYoGq<0uT8{raVx@9lL3}?AP
z+ZHXAH!lxk=!~(^ylkjSGVABO)zt)n5YHCzSj>z~P`-SZkx`p^5H96cBdPusk4Lh-
zrv0XT|8jaNcr|W|d7X%#;s$YHf@c(4vhY`&W;%!)E{%g97^AHsGpti2QV@n|%z}oA
z_y@+pU=@U8V2>u4=5W2wkL==VAn~&#G1|xYO9Gi;hDh<-&AVyQ3bW0Z2pd*Fp)p}Z
z7pp2~4UjV?D_t7o3N4zM#{tux683^A>7L`WJo6dGvYfP(LeZ+h=?F<EX^Ih^o9p|@
z3J=_5G)P8YNc~xED2>0Wiv!eJf#8x^WZ>L#m3b@o6EpK=KnS1_Xm5t!VX?N+0r7kK
zg54PdARm;8Kp-Ul$$Jqr0>_0wmuQNl0Dcheo^V_hClvQk)OZLl?F#;ZARnyJCKio?
zP=i3|ZEP`#Wk5zqSn<&Elb9Qn=@!c;Yb{M4GFazFOMU1(yuwmCNEs;Fe<OYZaS~)I
zEVS)>nrc4vMvGrkO<*n=Z$~iGN281^F*T>FE!U@luEa%2tuAfExHrnZ1$7hCHD=mO
zVMhxpjO)q0T9Pn<Ig)4Pd1!7nih*i{^8$t}6(M2swWsm3bXTgpnyRGuQaJArn?Y1z
zR8OvA^m|E*lv&5W2p7e!M^U3Kc7Z^O1TV5+ny`hhiFkF?*nJ^$OiGinkKeE7#vnE#
z1O<N3>2)mWVWCgY6G9eXNP?BlAR-tym^(IBIv)Q3i!gXq2gW9{I*m0NEfMoD7&PFr
z@?)d7CWOapI2D(W&e}>$q!RM~aif^>xwUA)+PH9?9MZ&S$bMvmWP<`fNbwIGo}{bz
z2aX9$!iWjAj9BtxnN$&|J7Vif9+XuR^plJpF$#+{6hs~A0^MX<$F;YS7zg%0E}2Dv
z+My#b%pDP!w(wX2wJDM$vl0S9%YC&M$+DfhX{;LNm(0Dw@(CmlT35HY*{%Tp0FSG=
z$4bA_^9ydG(cKAVe+>tkLly~P8&CiTAn6yH_&!?Dmf|1aGy_ETwgmrxPQC#AgTc<q
z&{t<S(BSa7egEP8hKv|IZ0u)WO~Qv?OdB~Cf<G*t<Q(Aa8sg>=>FE{g<GsSiJJHuW
z+1D$@*DKA}Gu_7{!^a&clRzN6T(Uf!b39z~JzNSrTnk-Y3S6A>ogMQXC*@6=m^X1k
z-h^>L`4h$!Oc+-*X?&^Ugw@UyD*yuF=2Y$BQse2m&d04`vS$;5K=`!Gn!I`L)a?sq
zbS$2=%YW|A0rU4QU${SX@u6_PBausw0SY26=;Vsv(}^LclS0oXhh0pGyqX?!Gc)d1
z7Et`{>=ginxR;mspdcAe!~h7y<B~KWI2Yr7Vao0Nr0dx$E@#AENQ*wRGU9kb$bp!^
zJ>mYl!~AxJF4+;Xc-!(tn}Zg%1ubd~TGX<9aZ9jYONf7KSU_7uP+R2kwy5B?=#aMP
z&@EBHJ7Pk1$A$iq5Pmo@{OHQ4<7qLcGUCr<C!EbmJeQkvE;sos03mXd01kl=5&6mI
z3R5l=rCuyazqBgzYI)A}HTk#J7Tu{WxwmfBgZlDEjg?O~Ry}X7dDU9?X7l=YTN~bQ
zYy55dhTq#a{;^}zUmeYVceebqv-SUWwfwiE>91|;{%EWIy`}O!gn-zv`q}#8hc)@P
zDzh$^rk*KCI+`7~FD-IsV#t=*z^3peH9_-N`^_p?FfC(_Puyge<t}6AkNs}y4_~=`
zJ#^fVe&6-A9cE)SNN?4b;2*54?DQZ;*0u%%#y^0m#`p&a{$RlP2Z>{kth9EIh<aQ+
z2_nl=oRdaMX7+ugVz1>6ry6D`ELJ)t%g}xIS!I{*WByC;;3bjn<EK)|cpb)Ema_I)
z^RXA`v=mGPGC_}JSn?UShw*$w(;4lqj$+Pk8TTo5hDn)NqhSc9nnr0iWjZ94G~XLh
zEDF~d+ZJTFa5nVCD1aXT`CxDB;9%!qZwpZoV5kL8j8p*mqEK_}QRpF>HzACL;2X$T
zLX?y5U#j`kdnGVb^V^F#sVL73mO#;FLKGAn2t_tSSFEThhSx|XWvU@3?P8f^I)xsg
zm=5KnQG0^xK}vMH`x1?VNFe1rK%+NhSf?l|a?l7lKGQ7y*W@u@He{vfLkWzGK#EmE
zwzi+hO@4t08CVmEnjy*#Qu1~~Y}-jWN*12tzhpepGR^1mbY)zyusmy)5Y#Umt0^u~
zg-CQnzRt3pLNV54{KH3J$EYT-UWde@T3UZ4Y?r*T>&&rqohiv7mvRjuB4k_$<(@@+
z(Ap_oXOTrpusokdtm70}Ho<APtcFsS(4<RAFK{N2B+N35mgbd`2+=K7e6Kl+lQ6NR
z*9ugZEQFcCnMCtnG;ZQ=Q+3RTr8YYFHWfBm;QL=pED%BrdmtD96)c4CCk_!of<i!@
z(K<Zr<8WWviWA)SlQe-B@WmT{Vr!tt#;)TZ*v%#y0)g-k9O(?A_zwvDz-%sn7}LVg
z?RVtIP%+2QtX4`|<yo!?yuwnyQZEwt2H2!9I7w_tWU3^sBz31Nb=KN7R1=s>k)7l$
zAyqwcX=Wwm-YY3et-B?eEhvp@??qeKf{s>ajx5JM_|2}dPMtX>$+;RQC6zS)z1TRz
z7A-Z-a+hWexRfc7zcjzjl$go7C<-@GFa!lK9*=Ag27chc4>-YtAD9C#DCC3a5`!NQ
z{=rtKx3z{Ln5^4i6a-$5MmPlaNGTSaz~LXbK^aztkwHLXw}1o?2%Qe&Fqko&ibg?r
zg|!l`MU&6N)fUMGoyFRAS>yx3LI|13f*&AgIEt!)enM}Tvu5fyCE{&C^QBf4+g?ui
zO-jgX3N91Mp?+nBA6rW$JBj(AR$;9JnchZ(e*k4C^Bq(FBM^v?Csd<ERqYxxg>NBg
z^e%IVt}|7#S`)Oh*U~xhNMYhK7m^}SaHMXEj<Nbr!YPB?vam^O$fjgw_t#LceSVr_
z9RC0nMv)(Y&=DALlmP>N0Q`fk&d%1#79u~`!{HZJHW2(_h)v%w`waYUz-Oa|emUWb
z;V%FA&gc7)Ge?hGFu~E!(IwEuEz}+G51z5!-tj(Oi9TM*K3*$*JX5_r(!AZ%z1<=H
z0~-PY@DDD4f5>%r$#-+kcX7&dcFc2}m^*Po&V=zf<HzNU8=Et3OzyZbdE-VGj2}}p
zaa`%7@vEICmOD?Xbakw9bE@%l!4L?K4O2ZgPWNt^<-0`+fe2ZAFl@=;NdKeJ%ODWM
ziTLFR1(6VPJ~`}iYSeXrKxD)M3gUKF{GIF-_i_{O=O;ZZScxDIMX5k=D8{{l<XgE3
z*RtX-r^j4KjUxDmLotE-BA4!oSPCH^c82-w2wk#0WbxLJC0h{rZ4UL{9JX{zM8KBF
zpsi8Mw?+qVjS1Nr6S_SnxHC57=lIb5389A*!;Y<tJdqlGIz9GmX8gIV73Xpi2%XIV
zI0T||d5P!qlP?ygTq;hxQks5sb=HlF+*@n%Z&w%Httoj>x9U-S*^|b~=S@{Fn`>UT
z*1p}m?){efU$-{=wyp7x_NG5~Z2Y@p(?1=}|JS+cpZ3PTw$}aGR{cjy#c$2!Z<<!W
zs4sq0TX1Jh_SIEs=L(aK=fodKkNPPobX#2DrU<{fp!wzgvx*i@%bMepFvT^*b=>0d
z-_QK<Yp>y-P5i9?i2in8+UkZ_TlKfXAs}>Cb~-CEHrp7`AJ`a(>W5}>FlWWF)~TV&
zG@DF~eFEPY{1a^UiNd1)Y{^}W|6uNSud0g)>UN_mzkV>AW6DmYC5_>y$Y*3`$tkF2
z{O3GdEbxrj^PVB=>>=H=AQ^K%Oda>JdQ$34)~2XoTEXLGwVQ4uTTkLynOZBpG`1Yh
zy<v;Ob!M52Zh{NP27dtjgS~?-gMWaX6ztvMGD%C3y<!$>q-UBlEkZfbz7KXk_--X;
zlX|b%dxY1ql{B;KWqb?<Q~*2Ra=YaGK^W>$An*n{6lF=pml&L0{DX?V_u?N^m}AkO
z*r_OO+<4D~a)DGXS$&r`=E(R6$fB*_Eg@g5C0eA?*iYvt);No-v}k1pbsXNQ;kk!w
zGL`}EDUu+g9_B6kh^FoqcD>QGxEgYut2ks>Ql3reV#H)_)e-ylA`T0SV)@3kOTNxH
z8<&SqAnu`M4Lp>acK$^d2VA}mUFaa<grLeZtx)PpOY5(M?Uredh!vKuvrueEnr#K8
zbZ|+eNTBQzUsT~)h7XihirS^rM<43G<@qeqUrv#!1m)!_X{gz(V^y1T<EeyM`m4Yz
zRC)7ABUoMGy=E^L&}#*%Q)yvljDG->0uKHFpQIw#15dU(Yg@FHj|jzr;P&@X{0BY&
zg7Chvv<(EF1tMRw;*VJ6){>Zw5@xSNep^Z~+Dc7<5+}Qke;`;93>V=!05?Sq|F_^D
zfU)X^QAM43g{3SZCHw;40Gkvx{)5Cs%k{F1E6!H98-_5{5XLgdRYqhdP4siL)s|u%
zzLd0=40bY{5%i|E*HIm3<WlXuWV4kUGSrzP$6NX4^khy6pH1SSI&(~Fotl`*Rg#fd
z^pi=%_|nuk%Uzl^;2IGj!qTqrO2iya-ZUi4#y<eW01<m!2JG;|{s<aH;dl!Lvc<>;
zJDuK6k58yKpl^;KHao1U*^$v%epMOm05VcXJW?>fNCiaGPaN2R)Ct9*P$G6g5+NU$
zwQI&Pz|I4mW+GJJ{c&c71@jbX*az;81pfeII@Fb66Z>{KgQlX?a^h{08k(7zAIn6$
z{G2YRC*(B+mkAG2zp}!QheahjiTPk=Tc{zM!auNU-Rdne`YY8aQB}LfOrx*1R0g#s
zP(19xOIAEgR2){P{x|RsXhQ+pQlWLl!5{4Oc6K^DJ1biPe(0;S9R$H2?E3wu@1PNb
zJ|Fk_*G^x3>+#KqDI-SD88czgM5m>WuFGBA!`wZh0RQ0S6%XfMczY#zdnS8(q<Fcf
zdby{0p(8Ldy-^5=EN|CrFIT`n<hVKKx;W)JJLWo0%$YbLd&0P^abvT_j>#M|I%~|R
ztkI*g$BfJ!I|@M{CX6kaIBu2W_%f#n6)qF2+#G8>o!5E0*893|nBoBth*kyyF&#&N
znDcYMynR6n_J=Gw5Vqt{gx`^<rAK1|jsXfHF6c}`$i?J{tEth~)1q&r$KFB^h!uBp
z67J_FJ;+afP_PmX!T`FLpL{1T>1NJ~tC?|^(xT6&M4m~GI05K|*ya190`^5N+XJUy
zL@eDI?%xsSzaz}QJ<NZ5_|om+%eF-XY>y1w9<_XXbZ~o2NPBE(dt7KoY{*Y>A$#LP
z53C410{DmIh?A*Nr{PSEj5r1Y0Vs&<6=zujIK+j#q)P=WFBhd=DM`P!D)aj4?3?Ae
zw=47SRu$f_DSlYD>Pdasv&PC7O;xX&*S=}3eb)vMi1oj2t^a*n!ynrl|7vggyS?e3
z9Zmmium5XH?VoK`f3{To-dypnY4yv7k|%Wq_o}k5m!)4QN<Ntze<(fb=j71#_@I^u
zzxB)KSNhK?SvW0cj!)7Q*KqgoeiKH_88zJZ+hI<_296wH|Fyjyj=&h8v+Ad_>I3Ir
z00cr0@I-4H103c=9Dg(kMzNRV=B%dKWJ-U<lOSyNd7n^FGTGN-WSbLm4GEbIL9JVO
zs*4Fq6YZ|w7cNt1t*T@v@l$&6Q{;13>&y!|J3=vcy3f-y=6;wo?ssuGMvWC{x5!Nb
zr$SIwlWHX@M^FfHjo6~F3F7#Svx)Ez5CVcb0)uf2@d60yDaKx*wHi(M2g=;>%Sxn;
zQlE{jq^1d@sJ+-3lQDPdpaKT}V6e9Z!Vm~qm;}1n)ffUYb)(FbdR65rAmsr1zD%f7
z3Swry0CSSlgWfM{W-tDsrx<R&YzPI9HF4Cg951no2Fgs`=Sx;(lvp*W+I~WptPW!L
z6zx5kNSgV;zKG+knruiib5DKPgvcKDU@wc-B$bwQNPQ%%ljk$eCeKVxn?CXQ52_A;
zX1Uea%M!NB^H$NGXt7k5t~1p%V@;43Bn7GKhURNwkwx-Yp3frvRoY5Wp0itqnVeor
zpu%FW-XtE%@yeJWS)w^|@5Q2Mq4i1CX{m5wp$qXJguDO3I1lP+E(!$FM*udU_z!4j
zL`?i<l5iVEoHif-fDUuDv$kVb{vmB^2WPutA_rA)(Hoc(Kv>|15cNT&|E>535KHqk
zf>&5dB`M(-FZ~hoqV6P6mY=#bueRETHnl;-q%D3kD@m~qUrLHntE42eC9E0KziRI_
zi8)k<ek7M&W1Tv4O!CY{!!e~PU8|%>7<m1a-}6;<P$`u+?XoMp5-~@~SCPBV;UCbb
zM3FVbD?p(i1VJ7!=7B*O;3x}#c|ga4qXEqpwoM?ggDhF;5$r*yx7S$%Iq3EF*47U2
zc`_n=NWFo4wk-P39cPac>{=Q6jtSD%2m(QflOlpHF#4b5hi7rI*k=&$q;T&dU!HQS
zlmua}5&wW=J}~2ZFaCj7F|1#}Qc90l;s0>>2Q+auoy2ZAmJm6uXRQik;KZp*2{Wq7
zJ)&9%s$cky)8;C4Q+~X_MO-qI|8s`I<b-g_z}g?)ICSG3?)zds_ygD?KK_I7vrTSq
z0y2o~82;YVR&NJ{@ee%sVSwIlsBPab9R_?iVCd+fUrze+8@J&<_<lcX#;9@g$4&B^
z<PzZI7UJq2?(Pxo=@|$32QSYAFV93Tk0ej`m7Z=Xo^A;L-~}Nd0RP~g<?WX3<(BQ?
zn(gMC<Kmd(G%0)1#H<P9Gslh17&|6o^r-YvBhyFym@)Fl%uzpPj~<yjW>o&T(S_s3
z6i*miI%(W$$MF@;3<RRi%cb7Ot#OLSrs-Z70x@O#0)Rlw+~q&}=Vf#E2F>3WjLyP1
z818o{(*JN29EY*&RNV6OiJ_NQMqW*cx}HiP5b<}iR@}=;yq}kJKQH-ye)7G%<U6^E
zw{jA$XT@JhkG+`6;~$R11s{wFIuITBOLXAgsKB420)C1N*cBPjiK!zh5NJnqP)E%2
zj@aOixR4G2Kg5UaiVub05BpXi{KL`2u;YM#NQpWPXKFwQ2n2zkC?2p77jhFX<tJY$
zOu1T=cC94+dTHj3)mgX7bM92;-K#2mSX2D}?0tos95>SUOb;xXX_?W>Ufwk&aqKu|
zdzqQRjv;2pahUn=y$d*I<~W>O?!w72fB(x@CAHL~?&*PD+d1#n(~r7GEhv>rCF$3t
zZ=T%u-7^P%eD0Ayz3}LtUw-VbuRQ*@*Pi^x>regjji>+pvuFPE^XLBii|4@k!~gsF
z)Bk<ral}8odI(%V{QbrKe|mP$cTes7^2oMN502g3GkAG>&zbS|cL$sPuLln7*zj!q
z>PI)O*tcfc_LVh*%SziS@;4V|K9HTXG$p1aW_I?h$ixVDwAVRXa!hwRqGbF7$REs1
z@ejO1p$8@x(yhcl&|x}&Yrxn5k{7cv{8k+Szj(`ZPQZ)`^2J-gXL6hnm8HN6AAlUn
zuMj9NYIQVt1SD_eD8ndP4j~~KzN@x6xIrstVL8OB_LxY?h4WKEjYN}oco$=eEG7C-
zwwFl7EuvZc#4IjaUsVOQs|O?+$3M^`Fv1!BAq-3=G?r*N@kRPUtLy?oIsXEX*r+09
zD}~Pb@v5!6908k{lt<Vi<~*^eEd2?$$dP2Mf)dbpevokviU~o%4=M-*|4Dx+hB4)k
zf+ExwjsS)s$V=%a3UdTJH%3G8)3uJxTh@riG$;4TUHpU6#6k2C8;Quh7#liBvR3B$
z?vFabM)87(6R6DF>>5)Rjr2iTrK1A(hX{uSEh{X%EC6bJg@s61HaBZoB3<ePCqFE#
z+T=e}oIk+Aqi(@gmpf@t92Oag^)qdE7KcZc11JXAr^qsn8^?4Fi5Fh<oz5>=Qb%T`
z3aovJ3`5}+4(Mx#>4&=i8rUw%)VfGMe+_k+iR92VUL3)VRq)X$>i%o!u&fa|9|CJl
z;afb-$q9s>&xFaMZA$e%!cPnTpqdcLqqDsyWB@V<kD;MW+bF>01^rrq<y2Z7nc^R?
z?d0<>$odXh<<Xpf0Zu>F{e}2{Aa4;Ag!(7zFuq725EzYaGf|(|7FYdll)O3R1OEUz
zLBLGn|AC(5iU(dRqy|5LlT&bY>I8?U#OsC1@r4fapuUyy59}3=puoVbKL0|cDyhQs
z>#EkST%j36n&^ME%Ed74JG!AkC;TGCVr?YoYzEye4g^4fTT|kykxnhPMpywfd#~12
zU?sH3OZ1bDb>!BNlvN=Okwv-a+RN^(Rlam3gpU{2%whZtaAH15uOsUMmMijZhze#U
zW~_vAv&#L^uOUnmS-nW84$D(5laVf%-ba`$l5>09lWi3`Hu-nO@kmf|0)9{-9}orM
zmS87ehCsNT7)G}ba9TKmACM@>L3a&D*aIRTA|#|pN-kF<CASpe0&)U{OCo~jNC25Y
zkM1&|gLeX8fO9ku3n7ypQK$nL;;lSB@-=X9J)zk*RF)0ta-uSCVv60={{sR+n5zel
ze;|!2BOB=e<aY<xiMNUPg;1xd`VsaEbr-N77SHC$_y~#Ueq~zp7T_Pk!gMob`?qAS
zt>q6967ATbm;?cGQqOZ4$zZ>n>X?EutJBxDOX!6vQ0W!uD52ugK9u*HSg#k@#uh)R
zrwo&bb`b8tskhkprUr#HFjv*8eG1i<hi0=w20w&L-f$=4A0nNe=@K}92wxCBEg@=F
z`t1363*t)RldF<5mSyDJpOd#HuV_;dI)7*^DQ_vOXfH?nLr+CTZ$)`uMOlA&=|Fku
zP<iPvLLkb<Dk=V<Y-?p1;vY(iw-y&}Ei9PG&l}HM2;hg&tjv+jjN$aO;q=sz^wiPx
z)Uk}TiOjTZS?N1+GIuS^d^k62PhR%^f`x~Q^ByfNc&x1GiHhQ<t4qKO1c5+Qzp)Y^
z5X*kO=APfIU-8za``_8J>S*2SW5f}}$(Hq}TQ;0;-+Z;Z{=L5D5Bgg^9Bc&$#HXWO
zpN|6sqW6n!eL%k>^y$`~kH@<|9P7L}(s5&`?b;yvf4B&)8+sZ}ch#NhtUuXVf4sB)
zSZCeQ&bqfd>fY+8d$XhNw}gJvS@)aH`rmXl{HD7R=(jyhZ}l`C?P)yT(|8i`4~^&h
zn=cNwUV<|<MmnyHc3cG%#AqjAAs~#`vCeDb-8Z)O-h8O<gB=4O?Hc;%;gOGbk9@Lc
z?9+V{pC8!v`$x8ad1Ti&kMI8OseL~@bKsB9ANuo)hyU{Ok-xq2_}^c9;-9ZS`7ap)
z@$CQm`7{6TXHWk3^~e7E+N1v^_=kVIxc@KD?fK#9U0*%6?ejxpAM72vx}*2pM91-=
z=HK?hfgKxPXn64PO)CzpUA}YG;*sU$T~&qki?Y||rrw(#UlBhqckZ;5Y2Mgy*Ic(_
zrpqx+azser|H0{np&bW*YQVbTq$%*Ibj$D$)B%*bNB9*M_Aj3gEf*6kltz$0-AbL~
zlP8lAVaoX|a~SdsraFE}pgOW*8<>q~%9tDUM24HJG@u>mi47)ap_EF=T{TjZqSBe5
z`J9fKsoHv(#3zx3dC3oH!Bl0iifoL=j4s*Kgj+d|cJ+WnqdO*G2Zn`t5CRbf<PP%!
z$p#yJm)Py{x{d6vlTPjB2^WDtu=yIOPK}+fVveeU@~o4$OW@X*J@5n6NQ-|^gCE2Y
z2<^cclL>*ii+?bRF@JIw|G-%>`2np46D^NuXBigpncCrd^m3OMDP*prCMlrRNIC^|
z2i*emnR?d^a5ipb-Wr<BggL0U)#O7M%$pnY)h4A*c5=eEv`wcP{{U)%Nrm7`7VRpH
zc)-Qi`Sy*bpW2kGK-(9E%Er)dBBBAeGP6k(p$)xi4Rx6btW<&1=&B%SLE5J5N-C)C
z`xbR4(L&NOWu;+}SI|F&p3h*u%JYA|fn^M!>8r|`G)K^NQ4N2rKk^Q%3)tv2s?=oh
zRuz~R9>)|Hx(En>P`4O!F+LIHOA6rMvLs(&(61F(PNfZz=~3g@mE`YR2>t<D(1XLP
zOxU0*l4m;f6b#jKbsS$|_AQOPCt?AC(EWrj$}(xnNzI%~X<Wo7Q2c}6;0HiBr~wb^
zuod{>mg65NizxEY->V8_qG?SsPU*%7GnK202I=tTz(A<+50Iv&sD9o0(9f8%rtq3u
ztBq;hTUbI75B0p#sSZtca!CwHSryU{IfN?ODqp&M%ts9}SZKxz9e-}mTjXA#6uKH&
ziJ7i_$)Fj?Kt{(t3sc#Am<yamoVUU8iVqF`1`soVy%M}#Gh(m-ihodT=~K*ue8mGV
zz~=+N9#q884v2Y(pu{l`k~@mfG?#mt%N2zr$s{==2}MXw15tnky%LuZ;5!1a5a2`t
z&e33m-X|E*f(fn!CP9uj2h4+-*r(Gf@B{zanp<3a62wot&;?ZZ2gX5JTiwM!FqKaG
z=52(3fJJXYxZLeGp^_1(3szY=uCXeMVhUgP^$^t*LK*@nFuY<?W;xS<CKTHG`WVfp
zKC%cB%qI~R0sWLAnEkRK-qr03$XghE=R$T{P0kY1fFH1-se3mBKRCS+4$m~FXQnG`
zt|uZka(eQNIoWfgi((TilG2u@Wv$4{U7cIFp<q#Maalu2d2?w+TX{uiMP+vd!#|Xl
z^_7+Omz4}s{6hu7KU9MM2a10vohT`uC@P#N$RE$o8_Qidnv*@8nK6`+KA4s|n3^(_
znmnAEJd&0&mYzD1fe?u8*?@w`*p-v9CogM%;lf7%0#TCxSZTqN6~)gW1fq;VAQu1P
z0SbY*@6C<(zfB+z?>0PmtPzgGSbMg0<E75p>pcxOdz;?xZ~17j?UUh-&kzF90}zPM
zCwf1d==pS_=i{-i4@W!SAL)2+sQvmN;vcRKv|j3OKHuATw!7g>cjK9!##02(04^Pl
z^)$ZQ4aZwFywg?xc31sd-SuxGHN4r~2*`)GdYg~-HXZA2f|#dz8qW0s{-NpOK+C0}
z*2}}~SAf6~#7H}Y@s@<Ijdk7_@4mUU_k)M}KiV<)@y?--cMW~~@bIU5MnB&-{>8y<
zUmo7^^^slQKC$PAr}q8$?14W$f9NkS9{%ggNB;iGWB+*diGRKR<iFo|>OVhw`oBMW
z>i@m*#D8Bu^50hv|M!(c|9R!$KVI7Z*XQ^C@#$UPJoeBRkBon`Z|M52z6)DBPmZ*_
z-B<sMj!iE$u6c6v{g14>XZHh($M31=ttoCU&E1%vaeroFb>f18`7_gJgeOFL=6js8
z+>YrkM<mBTpz9|IU=QRg0r*e=ArM9rg_vHp&1sz_ubl)D^H`Z^C@J5P{%g6IV4*aE
z{OLB)IYD6q{L*z(%jesJy>|Nxu^hnc44LJiO3JT+-g=UYeO5OGQ`rE5cg-W)<%}wQ
z@hb}J^!5gusgZ>UYMXI`ia;O$|A00jv9GAHB=ZWjpH^k@sXYXA>Px386>X*}k5b5>
ztuH(K<9f@1n-FFJ>k~1ku_18F5FoNhXXof$KnOAtHNAF-5we|bMCuyI=Is=Su28n^
zw6C6H+!_?H&aXBS@mVFt!UErYsN;a4v+K0FUkW*(7SVPMwZM}vSybyhx}ArR-<p?1
zT`IFM?p5JFwT^){Z_W5D7^idv@T>3Zn;ZL!V%+Ldp6uJHZ(sOM3W*JuWN;KrA85r5
zj1{znA&$5U=-KW=NHoIW=et^Y3!;5(RxOxeODJHr^A)pNr{Bc4!S!@evE_{bYHsPO
z;Hw2S%`GmlGOh`PP*fh@omy8&U-<^a?a=d?*GseW!h19gsEyvqsAfnTlrdJsD`*rL
zPy$?2MJ2-$SLDa=M3gU)sM{0&Kst+d;}4r#p6LJ@fz71+3();3vjfVlpYy#fE}XUk
zq^Pn(27cy+a`FXn`=B^~V8>qYvn|w^2Oj3XQhyN|&kr=gTkHP;g-scMb=}tbmUL>t
zU`;x>UaAc})I`VXg<qgm%<>IP>)L<Im*TP>2s9P3u7a<O^t_cv3O(yk<_$?%719vd
zBqIymW%`p<zCR88gMC4o%$QbUrfXjr$QRoEK~n)BvLq7G$>fGDwQs8c{0JsEkx5OO
zIj<H=;Pgm96#M`P1R4JjF1aXCKM!!oMI;hBe29`<1oPmY?(#5lPltz+#K<|#>5NiQ
zq|=EcCqk2wz-0tMO;9Hi5@dl#X&_-dU1eC4f7l(}jBXquA|Ndt8!3o%N;gQWfb>Q;
z2olmE-Q6G!(nw0TgmlB$-u>VAy50}luI<~d?K#i+o%`J9%y&E|+2G-Ljpn8+16Lpk
z2Tr&(XYbq1wq?mnkJko6nT)@oj$Ub~+pzg+IAN+ik1Rxp)Z8#>EOi{4^!NCjE7mhT
zWAmP8{J{`Rl3X`*DSTONp^8$UN^I(7yi(8u<=*HuTG|mZ`VPl?S>=hbYP`nG*E=t+
zqPzA^t0~&Qw{)$3%5N5r^sG<!t^JOK)TSB`24Z2%K2SS-rN8LsYV9{W*6{xG=f6WK
z{p@oE)+^r<>N(k=&eG!05;L7O9m8ouy+4|oe{?nHwBOGeX-?xHKqI4%qoWbX@Vd>Y
zy6KUN+L4QovPN7ZFGfg^d~tW-=uuFbUlZu?K69TXh~WstVZ{8c011RikrX{aAR(cR
zo6Ff(Zz=BIRXDZn$>^k*L6QnHNqj1$wC;Pjlj;G1%BWda@kJx05ZI`7Cv^kMlH2P)
ztX0Lw-16#6pBX>mZE)`T{r*d5`DSPKi!=1|Y4gWo)+|8aol^z<{!Fb4COF1DfN$mF
z=Mu(DFbQ04d9G)E^og6=Cu8#Zb@q|7_`-r;Q}z8jv(W=Yinjka`$KyCt#A(>^&4Nh
zwSy`sed*?Lwqov=4R6<(b5l3OlpEbSkm&Ct9j^v1rdJ@$8Vy$l{k0#~iYja-vbHM2
z?O||!E&kad((AE%NCF%DN9^jLk2U9%_Q?|2pBnz`;bEF_UHaziR{iAu{J<aTbJJ~>
z4Zd2S1|pw!Sy8}R3+=q=|7ixj0J}<Fo4F&-L`9)@sNcy{`s_3n2;Uy?hx)q!Q5pOG
z3~;3wXr1eRr-^@RlSlS5XR)RAv+@bm>erRtJ}5w~YPUPZP-$A#7po~KsFZ}NSj->(
z+hO~~KQLV{V5j&(!TU$&Z-(a2VWXtGpJ455S4hAjPB(b!{-p8-NkUV?v^egP!O5~S
zEnBHrL_9`f@GIDy=_7iPne;{F@p0-*h0~2TNk7FRxBYV(Jh1G}jolfVDi!CEipI0!
zYWFr7{TxhfpfD1hLFh$cIj%|bkZ9)1Eknl_A3k5be-0vzm{w>ho(v5L%H!l@<ig8M
zGJ=iO$>wqhqp4zY`;1HKbjF3~aghW_SPioHrzOjdRK`>g!~nZ)hICy(vnjzI-~UiP
z1oP?4;|giY=35kzAOY|6lv$}&B+$?^@G4@1yhrsP9ah~-=y7|$oC6W=T>p{-6Kf)O
zXZ>DYc0YFUY4^w_nC6d+oVxN0mCFSJ*hAj_-jmz!xF7>%?48}mWdTh5HdM!G6b7-h
zseVN<UWdt~cxk1>s#-U>l`>C3_mq6J+D>%@`Ktbp*x^u;13O<~4B^1IOX*iHTkGZO
zACOfe&*e%<Vjex0BGS~Q!vo&SQ%a0Xz-&n0JReg$Cq9h)5RU&<e+9tWL`B=L%)L|f
z_lP{;TUYgVM<XY0!A{VNdiF`rG?0(<r32aA5bT{pG<9zSC1f~_kYM)5DkseqXUBfI
z3ifOJD6dfO9(%IIY*GiBEZj&Jg?qB6+??(u;}eZ}k;PZKqKvksA5#}FAMruSqAQ0~
z1?f=@Kg!P91dOUCm!~}3X+q0|CVKwqBgCoIjL?=I_X8;ykPsKVm%Y@8o_%y#G%&y*
zh#}xyyBEw?n!BPWT9Hch+X98Y1uBP_c&c<yI!l%hPI3)NpC0Jb4tSCmN85&dn9kbq
z_h@PB^`xfji5<({j<kIhFfxFX9NCG-3){66MY`%frc?8}rKMfGt`z-6r=LPg6XW)b
zV$tBmopgFkZ~k;z%)blSktD(A^3HG0f%|O`mAg!oW8M*qEEiSG_*^EH03Zyj=WbcX
zIlK(qrpkXF83Zb7CxP<?f7{7sZY`2vgGs%!!?X}06~*j`>o+GO0nB0oIM0{|^!Zvs
zW4bh8Bx<SpZyLJYJj3YYeoqC1hRHcrYW@!Y6?M17($8AP2_Rr7Sb6>ORVMT|My2%!
znaD<UZ9a9<$Yu-s?TQ+5lK9}~s;{Y;a|L1&=of=u9drF3PN!5d`A~h&5R)pZihpXU
zJH_<Sc2b>-xY1BBFZ)FoZa!d<D2scYA<k>kjyYkWyS;WH4}VxZ7LIzgLV9*h$$o8z
z{(Bb>BM|`KApX*Vh9ubqWF2K~6UP%rzfG6s`aA&-+P}N#r#OUf%D5pkA|^m|HfM6W
z`U)QEHXdd+x=;lhsKNk5Oyl0%``%6AUP<BJ-e$nSW<XR!;U2RG977K8^RnnM2w1Z}
z>D~NS!5jruQaw;teWs+0PM63`@@pG6Q0Y%f8a@f`A1wJm!az~2bfmoZ=8SH1wvq9}
zR^5gENu|#dB0Z<l@M07P57QDO5HefkQ+yKm1(ibNWb9jI(^uHUtuH}>{;|IKzAvyT
zK3rUy_5^NSaI~E;5w9o?W;nPrZ+Y6&SoRHe7Qq%n<Q-o?js~PdAjU99=+S-P{AIB7
zU+m=x;-;);_EK}}pYnllNfZN~fxX0Sxe;dBl*2;0rL@8J9oqoK<}~}iAq3{kRm6>}
zGzTqW^VdCIli`Hu=fC25COwJ#yL@+|JGafAEk0bcF8`FOyL=q_g1p;V154E-Cnp)<
zM+D&r#P3aL$EO{$YH7sjLeAafkvf7p3oLn)gJQIgyTQl+Z{$zYrRrX=<W+dzcFqZ?
z>)s8S9Nsn&*VrX7b$3)XUM*bh?>RccdUU$l>~nBKsoSTbBEdy)6#aRg=bcG5oj#o)
zyPc=bNW<B8z6Im>*Q3XoifZ{RcQ}&gL3dEtCGUz_)IY%(C&YpE>d}${Wmk%<DhJ!H
z(H2ss#@V0#L)cd*(Y5o)uQs5jjvudBIF4j{MDkxo=gv?QMvU=j#Si2W;qcd4H5aO6
z@$D{5N+^MKi{`L@@JIMHdM24sg=!Iw%D-Ipr_u5A)~;%|<>WLZ5#CPhT1A2Djm1Vs
z-5TiDMli&e8%8p3$`rI}q@PqawWR4shb!>=lAKMRD`$ksk^?&+a-KWVX|)SK)qNPp
zhs!*x*OUGSEMoGDD0rN1dW!8yt9J{bk{rYPJmb!!{uB0v@v_ity5HgL&|K>yeOMb#
zmwuty`b=#WxBR|08xSh%Z&~c0H>RPwYHo2UeCM%U>bjnL4n#Z51U&Li+oE-;47t3M
zai#l1;gp3%skG4L+*sQM!Ww3wWVbnro}dytvIkvR4BziR8t;rHLC!+;wKmv*s-MHN
zC*Nw~T@EN#S5eApQz!F19wv$(j~h)1Fl|vLNuKeCs*~ujQP;>O@t)0d=bUon%pFZ~
z%hE{_!p%<=f`VY){6k=S6`Pk$riA<7ZLlwGpOT!2W~5xElQUansFKZ1e(@v(3obG<
zF8afnAsnc~zQCPKs9(()GFL`|rbBLJ0#){t-IEaaYY`M%Ae%+&>1m)o8<obwUM2*|
ze~0<mj_N&o6mz?f{=huy`e8HF?~!C3WXnS*tyN1-@?fUqDK)JfQ!~Jx37>CuG_W4e
z{N=JMA?eShc4#PEaEEh5I^T9p`KR4KP2G*y=L};&wmV5RpO}1uP7#k8^UnJvvt$6e
zKd<O{1Ho=LK{3U_^A;?a2$Opc)&@?L-}i$HvWv0A6~V0EgyEmt`tbA_d*t5EkT5Z$
zy^~eFVmAJPs~~QY#FELQhMBmD|M{&2F=Y=oKzQRH;b%BTTi6s&|2Y<kBRqIaKvGqH
zYVpb!4+eQjFo3PX8uFIower1yw3uB8+Q%X053+u%)fFIBZbT1(*^o98xN$BD&?27r
z3U0P@G&W=n^pA(t3-;S+?#rTve`1X3>0o^=Y&|urzJn#U*Fh8=B?K`%KWJYBY%RP!
zJtq4D>(%Ny{dOy0uHRc@N4hr{Jc<`+j&aw+NW6o27A*1mAbZb!@{{-9o=s}f87;f9
ziL~}yQQ<sJvE%HRf4XAcM;Fn;<bQ$OHp$1kx+cj&QprO8x<VMbLcz&%!O6OEl*y1j
zN=jBr${&=;R!WpgySr94HdcjfR?$&IQTRjnmv1gF6+e9rtE<NroOztle$@K*sFnEe
zEszW+5tT3cIy3!sI?4gCQ~4i=CS={Xx$LdM|2^Rb8hCkWu36b&sq0ZmX?O15vla4k
zS9@J|l`ZJ=Anq|#pslv|)eEbS8L?bzD;*b=OS*3yL86*J_ukDs5O8Pkuwv#T6u)dg
z`f~#U0lXw2A`gJS=<Ioq#^ZQT(=GOr3t@u^PVXh}QZ-Sd8RK)32*kV!hI1<RGB4^q
z!wEnfyz<ed<Y~<Os1z*(!f@*7N3B7Ud8Ryrw}nKT_$fLwlZ!g$V#$;?AE0ZP%?xzC
z5VhGJfgD}u-P|gQuYs^|<!{5uJ3+2TkJi4(Vidhy7rGkAo(BKRxO>=Was{5=A%?3!
z*^5s@#W#riG=He~N%y*`=v90wG4e8*6&Zk{w?A+GW3-cw@ra{cIi%kQB-m^PXCwTl
z)X%?@lP4&#AZr5|xCL5UUxnKEF0|IpTLs7dJXnJJTrT}}(3kGoT*CnJtbT-E@7L93
zALb7#5G?#HTF;;|dnUsBW#X#gfb`?$$-U`<Q~c}IP#o1BKD@;@)QI3daQuuy!q=dL
zSd>!G7&4KlKkjdCs5)lFM!>e)eiy!Rdk#(Hi0H-xghTv-O1h%7c7?M!nf$O4$+o$k
zpW$^ADuB_?sMsn)0j$)5WIA$!BBFAnU)gJRtk9rfsUNFUJ};|mIHV|go%Yx=8pkX{
z&_B;?%^OhE_2f1SUZ+Q;|KRM4$<Ttk@jDbx8}bPz=gWj}sa$-@2~&yD%wO3pVpn}f
z_`N%Z?da*_fUP+XBi!Gztxqk)Y~_o*{}fA+=Tae!<fr+dm@ByaJl>8r#kjlFU*T93
z5EoT`rbceq$q5n-&ZU~6)mB-3C~M5;e}CQ{_yObGXsIf1en<N!xN2f`oo|+SkXj)A
z23eMa9EnQ(7!wnZuJ~)7<JHD6E5Y>Kr^UfVq60Z0XY^<8(?Mn;*$+3J$#*!{U!zp5
zR2$eWPp$Z4{bvTrX9XW*){D#qSr3I7eGC?GOT2=rD40@d1X0R?xY14p>v*xL>Gn;A
zc&^cBLCw}Y-ujl2f;050!`Cs~2z8&d$n)y-8dl_=7+5npMKaZzUYaxEc!hqt2jm-7
zgWCIku2<e9R`?~v>$+5Xqvt^4_+>MeOEX%eInsodSLO)}%TTX$b9i68JPxTO7BCkW
z()1}|2vnoN(hq`aY}3MtzD3$G-QoD)W4B|+K$)aLFE4t?kTBZNrZ;y~f=fYD6}|VR
zVBmQTko%iQS>zha_mJ<pZUg)}q|9>;!D?eWMzMOE4<UGodIAF+Axv?G{t1lYdQLKN
zoECZ<axOLR^<^>=h+=y(eru4mnwYZ<osqvU+}xc#3#WvbR@HK;ybY!sef0`3sq?IY
z16q+LI1n39Y-2Z|JYVtY2m-Qxj0qfzA6{Y<42yjDJ%V?{D1RfrHDrWT!_|Oej7_*B
zKxcZu0491?TxRnSJ9SaE!%ODggMyF^99aP$nNQ;YS0K;rJ8A~$(=-M9rk(8FBwMl_
z4CBy{T-<IYng|Q#ZvT*I>&>W7EFYOLF>92FIgC|s!(r&CoB%d=#0KGKK}*MvD<_s0
zxgQa^R<v6RGzT|MXJQ}GNM*;ZW)+wNf_`L}J4||8GHS#JzwJ><Z_^}0P2G}WIBb0q
z-9NK&I9Fetib=quH$gilR&8JY4e9P$hrR2X9Yu_E(9;$gTIqwhoyX;7%vw81A+UXs
z`lNwMD#G$$XsY3Rc?xfl2HLN;8L#wKUHfv9vV=Al{NT8R7??p@px&OG$YuJI{0*G`
z5Cw6FX3!<hB*Pa2cLQtLovW+&pD*@?k_Oqi)qb_`e%?F`#iGZLa*S4?SK(Y5DHET*
z?Az)p8wj3L2`ft_)aQOyRYqG{flXIgLiY`indHYV<qw<PABBZKqN!r3sN<<9<EVB}
z3H8LhW3*!v48!kERn(7FRZmov|Ea3|Q$ZOjB0}<#`V(gRryB~+uL>$@e=XN*ec3HI
zoe0(DtGl7L2639+*(<MY?_#OzQcAVA?1b9b@U9!(A4VOD=y4<N4-0=9x5JV1>yOK-
zfWQ`H7I%5vT&46}&5iL)STuJAZ}Xh#kyFd`%vFHd(c_adh_DHx6TIm88PE-^6nQYJ
z#vl&d0964!j6o+I!m}SeN}evvACvRqxcaj66~%euJ<&`Ujyw2JQFg-Uf%ekV@gxye
zkj|a5L9qKm&PfqTgrex1Z9ms-Z&6hYbSa`Fo-1L~f6i?y3x1UN05;kaFA!Wa#sm6#
z`tny(mwNLpw9D!&Iy@X%WB0H8iF}>GXTQBqBEZXOAzob)UR-<w-=!5@-s)Z_ML!?@
zX&P{~Uj6KT((w)AX=D@Hg$cZUdJ2_-pahEBoa{f>ecBRT-h>lBX)ut$Q}7Bjc>@%O
zfync{q~~_bsW!Rp4|^o8df#+}I6U9o^`9FUXKSUu6woVR*BKn2%#mRASG4vEu?t*~
zTHa1S8PqNU%;Ms_2{a5NK>r(vi`i@c`l0xnM^l?8w#;mor2q%V(V*6HvkbJDcTMpp
zk<cL0J^|hXe))Eep^C};2OgqF&0$N_k^n7Ca5dr;Z^p0{$VdV2E+wY7OqUhOMAD$&
zn`wBEP4Yr2X(DXufu$&G+Oorj3TrpH@m^*mCUap?GeQFkT|%|fT#c*um2NqkG*Rly
z84BkjlXp`>B_1ER1Fl=aC%hXnjOz}*CIA&&4d;=kf&RU`pANny!+X>bB`?#PC|}X|
zX25sq{n_hd1MmqO{=~hDJZPvLH_|p4N)$Tu&aOLX7gjluNN;j1Nxq*wjW7RvD?;d5
z+R<M;vwY)%C0F@z+O(Uij+%)#a=$32gY*L+L+g!(twHME(M|x?*u31oOXtJoTfI$C
zF7>{ss|OeFbd4T?UoF8rEkqfA&|kv2|6fT?emdpV4?t_b=so!mczA1s8W<^w^JAHI
zJ;++3jQ4q$>?o>;QkvTQmE?3`fkX%-dl&Qi8*7y-2Hk4~0ot+eK^RetzQ4cnUJ(6)
z?gR&UG9efkOj$j9cL5>6d^UbqnonK`tp8TPK4a~ud-9cZB&-td2CI>g_W+aL?L^^5
z?ga7LVam(fANBydt%J18Yj75;aRgwX4Ln6bAFnB?T8x0)$Z~Afb(6(7+&|I5zj1r_
zfU`2xv<W~Z9qC=JU1m>Z?$UE0#i<Nux%Yy+A)z4_+jB3~T{HYeoR3nNZ`^)^cFXgg
zmpqB$sfxnqI`GS4;M1`$2=f#gc?xRzDhTtIBIHeJN4j%{w+B!z7O`m2>Iw|KOlxOO
z0!mMHUv1{`GHUP8cX6*7jmuk<)DyzFkBXYBCY&$JQ4z>2OEPcjE^+=`V)SBnF9(Ow
zT%d}_CzKR-R`A(T6e<%^gAaqcjbnxbdF~JfJ>W6VxAhEajN_i737He`mB`r6DDqwe
zMYxT-v1q>Pe~l^2M9LIGvHO*U77ag${G-+;VQMA?GB=k|^j{!mgaTSX;STThRFehf
z2GnOMl<vNpA2<jQd9}gr7h3ur+K|)9tj<-Kr<`-e8cj*>5{i#uIg@mw>hQdLWUP&>
zxk@1z_h2ut6y*?tVdwHN=_p|fS*}#q_%s?%lIsXv<on>B0mFnC{5=B|Nt)Bk3T6AC
zKgkHyh-+CLQ^#FzjX?BhPQj41JPq$a02~7gEZ@>e$|I6ZDDSrgKv;+aCXBQ1v(H*0
zN_IX7*6)pR#l%%Ay)#WoX%&$8;_R|n6r^xHU^8Aw$+$bWx_@tR4qyT~q{N}?@-mj2
z3g|U@Rn%eIchu40YLe_G|FEI#W83YEej64|9ZNwOOF<Pwu|xEio5A?I)Yq)()P(tr
zl;7VHXTN1GeoLClpjc0(SkIvVe<dV|z=T0!3fa&xWj)bq`K*9}5Qdjy-qxBY33YIG
zPW+rIo&Xo+gXmF|rd)l|_*lN~Wq!{4%=o6<;}*V-9RlfS^xkbZdM2vby!WoJ?NSw0
z#`LkU^TbepJ2rdo_QBBQrg`n3t8evBN?g?6m;^Z$U{!KCs6;*0xH(Y{2!VCmFErMk
zly57g4$YE8q-bM|vp;5(u;Kz_0a*YR1W3(uAt#?C;v}qIDfaKi(wtjWdG_!7lLvxT
zqEsKc>MJ3$U`xV=RR#wnKy8=i2;r6gcgER2M`{+?o)!EP>a{c4X=Qerb9Xb<bP9Au
zZVpd?Suibc&9eVIHvhdrK7|G&z0Rk=W&t5E5HZ@_rt2j01={}P<UjPkz;$r#(-Er?
z8uIKHBJUP-(*8j5fLfR6b8QzvR@kgYdz5D{d9AZLrW~8T7yPKM03FYt|GhGPPs=4p
zR=)L@dMqoApOurjm!5Gid;8<0TRY0|7QB4?sjq~swa*xW8`iJB=)RMqHs2XQjdUw6
zEm~Gdz=lE1N3?&M*f+&G215B%Ms7dT2Yc*SO50i{NS9>r-_ykjooW%8zY9$BY+G85
zqr$4Lt{ICeEi(F&Os~*Ql%+SjO6NU5KvD+Lc--z{o8O2H{AoG=5x(FgJ@!mSk;O<y
zqW?}rGPG+Z@-2-9k4$4V%p>4WH*>i{NrC^xZ#<VOi^3znLZ@pN`@`~MItNCf>&NZG
zl_#QYQ_A;S1n!CD^m)UTUHbS*9jkuV$_XdIV?R+rP3j=~8TFpKm;YqC+6t7^++U#m
z98jcQm?-vIFFPdgCff?%6CYwXddD(Mk7iwrC&6K&U5GDJyV4(Sc0{#5rc;%BnnCfR
zo2s}JFP1#`T{@+f#7mSIVXG^LIBL3guQWGUoukq%d8Yb|t|jj%@#gyv72|%c_O`6s
zFRI<9{Dk)`>#+WpSj_G{@!<ehfPe}^E-7vR1RnfGl{0?*N?WbjlAcMcch~w3XIIR_
zh1+a%N=Gg61V~DHfkx%-D+S}4eMus4{X17y#tU@^#N8xs3;)ivEQw!hIv3e+LnXlW
zDHJt&r-c)1#L-p(NT*3qcCL;X12aCQ_CkD0d&<!}+a->#e~tZRx;eFvKkaf4fg_^J
zxSun!dGIGcI1IdCB5i!eRr_A-hx?DPDxEK`++yYf$|k`Nbgw<EN={O)&1#(tM4D}G
zYfp@u|LKd5ebfiG!LZ?wGazYV2)$z>msam*9?^ej=!EwhnS1j28<-G|G0dPRk+(dP
zPN{ZrJK5VwFPALh`bvvh)$niw3NiWc-ZBvLj~>XPzr#{aL)AD_V}8WhOyBzo1EBXr
zS}`-ho^b+@Ok#b;#H5>_L=s0r1w__L3W@Y#{2G=RV4q0K4V+lAO?F?DZ(-Q!xj(s2
zW>spfi$X(TTK4nROp!MlXhH}ycGbWH>`6cg_UhH!9|nZlg5|@)RGt*0Q5gnJ=+a#u
zry5l>-p#vX)rvPJ2e>`J*#n_WT#FajXu!{JNC?r<*v$Y4v>xDp^BES+H>@uR<CxGV
zB|b}8OmC7#YR=5qO-y7p=RW7j6BoN)i}{E1>0;q8r8CE?4+c8(hK9<S;Mptvz`x;z
ztU{xM4k@wv7~G82hUl*~TfOrCL&$ueh6;y*21|R*dvncS8W!go7MmI}2=lexz?FZ9
ze`8%^SJ_vyC$j}r1tC@acUAo@Cm}7_AuVhDqA&>Iiy?Acd2|TV3xPz?$lE`7#pbWx
zt$)j?t!6qh*PPf)Tp1d<%&B<gS7bZ=S%ntUk`2O?0=FbWJ)@fY#!-^QpN@;gl)2)=
z`D|wcXxE3Cfq8EIr6UwbcD5fVx)Nxaje4l<|F_D=C=w>IPJa;K+VD7Nzu=Ku>r!x@
z?MSYqKiJM2>tV_e7|gdcNz|B4>m)X(&P)>FXMPtRM!tH@-gc<wIhS)-242;L77-)>
z?Ie!y=CY3E#TVXx$ty=_ed$ZiE^_P~*C0ESKbICQqB*&<Z#denJyB=(kzSs^9f<1z
z|D!`VOztl{4*ryCxo&^c^mMj=0|Kqz7qf#9mopStwWp_(pu3@H90WpAG;|T8CL9c|
zCzk}nQOW~YvXzne=iTAi-6?ULUx(}2Ue#JT&;uQ@*>Ap`v6=y0Yda}?z{y@~**aU=
z_0^kqYA?2|vDNhbaFPO#(WQ+PIw!#YJ3f|4n@mGWMUG8|9*~aOm(P~#Mq<Rc?_=Pf
z0Z-cRaFETHF1#h(>UHp&Gho!xPDaxp><`tZ4l4Lr&bvfWJ%w1Xc2ORql7sQRSm+t!
zdtvYuc9?2(kikOG#bO<a0pnBLE8(=)f78k;L<hq7-GY-c)y%JrLvt!<j=rRYCSP}g
zC&t47=!1yfobMhCNXiKm!Ktx1kXt_<HR`9qZHkp;&8KQ?uM8kN!fc9je&V`8#W~4o
z;}0*ie;czax{p0_df`i3)(LEyB`y0tD6j|(Vz?Q2r>%Ds&hE{PzU3IIA^J?S8CXUd
zSYbtT`TK=}mf{|lN{^rFqFT3;RKN6)?3_bDfn4*i#lvO~N~PctfB9~4|CzHCvZe&k
zfq5U^j?8LTQ=h?bcPjMyt<_s6Y^cGw_laG%@!!Q%Q|EWytS}`C%_i%7&Rdz}-516)
zKM3MG`qJGXDO}E7fg)A!#dYEjM$Eq|``&!szjx9zdkCzDr!~E5F2KuWDLAWBoSWmS
zF~SgWf0};w*&ScLpKFQAm=8|0SeC_Xmgb9z-1z7f#7?;+LqzsflU&k2Lh%d;2s{%N
zLYe(DUE@e_;bc_cKeHTu0I-HEHHqc7Zj=GQ02dy+3G!=yKjm$LdyyjQ{8dVlhC$Tc
z^FEaJgW2>Z!<dUJKLQOq0dfvp6kp<;G5V-#gNupItTdG1Y%bWz?o&0*nU8CG`11AS
zZnph?Ud3|($-d%7VGhr@52fxN)D&c+te=#7j*h;-N_~pXYbt3|W6->7iu}k^`r#&4
z4#-jU3em{e5@%}Y5U+>de4VVyWLxWLKXzR=c)theB`m5S{WVr-#pqjnn>miD+YUw$
zXn&d#rp4rj)er8jr3M55(z#mq#Gm8)em`=X*xpInV{L`)@uwfTqm5g<UOq_YMze6B
zAm|As*{4A7^6*s3ba%rAd;nmw7?TBoHuC6@u<|3=57v<11Ij3$!W(N%X@^in?;N<#
z0x~!)bgXTzvJbonW7v0c4N9MaFjX)SF%N(-t#7`)2XKm)b3ivZjLKA<o2SO#_^m#0
z)_0j)sU9G;;FYWGv#yxKqYD-;%FNH+9AgD-gIHFxm6{2N1tJnj;DB)8_>I?J-@a{@
zA6iAhm*K5g)BL-5$|_nj`qq0DfqlFe(T=Fu7*#TAG1-Jts53bll_6k(Dx4M?Wp_wn
z*5zF_#A>j1+_lU-|I`mAOw}QzN+qJ;p?mp~VVIX@c#?5={9y9e;rQFrUrNVsRZiZi
z{ZooLQi?c^h(C^rKZuGyR*pDUjX742!ocl!dka@`==C!EE&K@|I~4M792H#l)uTl8
z@AU7LAyk8>?%kLrdSFX2Jeg9ry0YT_j|0k_nsI&G*?5llk)fBhc(HNN=3z&V^5tUV
z${+8>J(Op~F0^G-UB70%MsGAea%`Pn_w)y3g55hrRy;m8{O#l~poeTriM;R$tWv)+
z&Dif059DFuNzmq-05)eaI!H-P`IY@Vum+#Qrxx7un>XdvpU$h=wzE9g6Aslq=5t=S
z7u6%)y<yby<(_JdTe@WQpq4n|^$;>Xa0%%(K6S)~Qi$LzOVc<Y-7qysvT|a+pg{i%
zY5@AvaUa<JrfW&!;X3f#73lnQa@GWj)1c_*2?|=gT(G-E?EYDW`uHq>a+c1wwU?oO
z4mdDSm#-f^O6BciwaNj}AnZ@OecOGinGkuq{pNict40B9ZHV26xk)F(^L-SK>T}!P
zg?B8$$8ZD^9muFC#xv4{1UWghP`O2yyyhKpsG@o1m29^VNOxt=JX=xf@mi&CR%Kk-
znAJd#me!tW5}a^F3b{3Z$nV?AC9Ybz?i6YR4~}_1N8{?FOMCJWFVcU}rAa~b;4Ykl
z-YqS%@F=*<X!|uMjDMBSV7VeU*Nd4${bgA<A)%vOsN2PSavD|QuX-19V{6&PL(3h7
z*TU|27e@7Q+droVROvpN2F1v4$Gy!)Ri$8)9yPTeLp!6PxVfzA_gu{hWaP6ZsCidY
z<}cI1;}|I9=rsV}-K)1F$eWsC8U@3KJF}Y*oN@E^j69h?km~!E<u$n^MVpKKDiiZf
zh&P#1F>WsCkN<%2U(7+OefgSLbaKVIG})mq3Y2#a8W~M5ck>`^=-l-Nd?AC8dH6RY
z3_jA)qZQk*D*S@8DYJjcf5Om3+~gK$F-Da7%S-oN!u<HPR|*vU&~ex?8Tin^8cZSB
z=$rIN2r~)U2Iw^jZt=|c8PK)~Z3qm3Ad7p!i=wu&5puY9sEd8WmF1tw`N_|b;1Hf(
z?tU=9I50vl*Dp-lb^OTYfqYTvwOMe<(bXWMNBJM0rZ9+s>p4z|wG;nL+1L5Pi*jy4
z-I`}?LWTGi{BX`ob(T6xcA{7TZ^c}X&&zeRF7<n`EN|50{s*Hwn&eH825K<9QANjw
zf-h?=wf3(TKted+jsEZn-AhX}DX@}D$ZOH(5NW{pn?x9uXrS>lB+(Hqk=|bVhj(Je
zZ)2~l=d$0@kKHlGKegFueQL24C&B8$ttDZ=B0WIug=3rpLpl;Meueh0$nfD}g2|$l
zQ`O-ZPLn07;=}<kfD_}UZ6a}@)fcinH4ps0t{C+!?y`2ujG`A*0!Mlyvx?X><q`xR
zBBtD(e;{$5idthiY5>2@x6p$I3c}ywKoM9Oxg6gacrv9izPv!lggH<3F8>@UUR+#`
zyc}ged#;!wf_^uTakBd>{9@Rs&3Zfjl-dm!^_5|lIJ^U3SbFx}C)F>lc5PChJ1wS3
z6C!7diYL>vB%nR{EnaR2H+9ANvdj*TdxZ>w^Rwub#HhHsvXiLvu91OYU6t_i)Y$n~
z?04b2<a02nfiT)#_}hN)I~|na>BBCcDD>s4<4N9=Nv{3L(W6n5#f)!r-;$@Z66TXr
zekUX@W>c)EkStSyW}Z<K&C=qKM9{z>S8RjCe7OAv4qNg*zva??Nz`e5u_->8P+d>W
z@vh-JI?K;wweeQhp^(%yx%!u=!262J_h2nb|Fqi2e{L%W+;WxbnDXSa+UZ(lc0Li7
zJR~gT_UV!iJ8%(oPFFd;))%L*au+f^c4=Fh@oQ|pFN=Zh!}@r;?@=8BE^*gu3~zi~
z(IZhCiAW4F^dH;3N)kQbhGEpC{62rv%k}9a03~pe!sU)5iO~c1OC$#N-QOG^coqmc
z8%>~N=6Bwp2SSWb99ot_OJa^X$2XF<UWf<TKbp5>$uRkV*Vm8(6M^ffLH_PqLiJ6&
zzrP!N`At*6?Y<mXvgv7v-4k*C%LM9!{}m_!_4_mgRF}Mxn)(JrovAa1ngXu(@2JBS
z!K>h_&1}T2=Z*0nMbw^y>y6XB!tz5Zy&kyz9>IEa^5?cYG5n;G!O-}(X1cx+>@Iu&
zZ(8Bf)@CxZs0XZ6#aBFv0r8hYpb4j6Q^i5W-`}=5!!cx-@!Mc+65qp~)+5{NX9u#3
zmzcVNxs+KDx-*P#Xcyn|!F^Jwd$G0DFLXjunH$gd)^!~3+$E-KpZm`pl$dYzI8eev
z!heKf$wryTDDu~p=Qm>b$8De~d~JV*oRBp)lQ|VWny_!8RWfq=!}sk6^I&2^ZX7n3
zS~2Y~w_pcR0{c2P)ojqKL%Ou?91@qQqE<GnqN2FcclfHf^JXaBlSmU7iNAF-h61x%
zJJfNC##`WnI=WU3A2s>D!EE!p_%t>N-9y;|t5St8I9njhZBqRKX>>nxOHPxQN?Y=N
z9gg$;I>K&5f{@-z2*z{CW)pbjiM2Fv0*PVMRb!GA&f-1Th5g)shV)8c42xc;^V2{K
zm51Ciu2pG`BwAC#M@t)vn2*GZTfcYcRXQYtU?s63$&F86-M;(Jj4T<t7`INAEvq;-
zCX$s6$T3k?P(4o%kl@|8Ddcr1nyfhcnotJ+wAuPDYC-d!>l4$J-;1YV{kj5te4ui8
zP~tL|V0mK~Pubu6XCq?d_KNv$YnwC<Ej7ykP=TH3H1tp!Bm@mOSRPbY6AJA%Vdnnt
zyce(udPyZKBQtf$t5Ki!Y|P?S)1LB%DeLSSA%gl0=%)C+Z6qL!bTjwj&>Y)~#8#$o
zsY!aFq<>=#Us246LazSW4^?Hj+Fy`TNqhUcqTT8o`0csA?K^Vm=B*taLQ~O~Mj4nr
zZp!A2_l5X72}$oAg<bgxR?@-~)WW?tnmKnc#GxA-IEw~yi5uqL1++?Jg=uQtlEd=E
zl@K__^&*6nz)fMD81oWP6K?-JM5<qOl|NBJ??NLgK{6?y4LF6ac!_$Jl>N-+#<rQZ
zedR`h31GGrgOOnI&us1)L>%<<qCS|y3faNc2LKuFVF=KEzIatR`Nb$Qm=2kX4PF@l
zztk&?3>|CO&x(aIy)ma@B4Ihhh%8O}QeNp}W+5(fR$o6V9yo!cT2K6EjICQN$l>IN
znoRbh1AG0=Gc^_s=I5h`Uin!GM=A+wzfqXWacJuXoIn!J^7}aM6YD$Ywq>Ciq6v`X
zWnbTRe!iCN#8|dOHQ$RSNq+ASK7&tx2o`oIoj8qk^o^Hvw5Ij+{=7F`)z+LbQzrgd
z64u9yi^xmg0F|Yv>F}WKU}$-d8@#_(Qr^}0cn^_LHZ#?9bqP4_4V4o6v-+Oag!V($
z0S9BL^6@Xc%E*tE=lm$uy|R{I$&$KZh-W`0`Xny?KsDl6JqASvH9o=Z@mpX@E9uz{
zQi9%gdLw;eANsN6_wu&>y-}f(*2@m(VRDGdF*CeiX@iwuQj@shV?&q%8g1`g=htrM
zA0Fdf3_Sd{9Z=Zl)#ZJOg<_7g({8Qx=WoBvP@<5yF&~K|3C}+o#Pteb+6a&Ax^2E$
z&D^)T3(qd!Ue%Ad#1TcJ4&8slj3$XS;lYFfqVw8cD%wvB^p9&NmbMuo9;iO#X-(fc
zlOk<QxLcbu!4_!AVX|>9+qJrVQS(db55y<-e1R%Y5#yr|9n;HKrqI#x9zE>9{Rel)
zNju;*!sQK;8VE!LOrE7aDt3wU-Hhi&x&mFF5V-kF0bb|_k3-G=w|9EEuAud(jc`_S
zsHo&kdvIUQKYF<Nm-X1J)zoH>Tx59OU^6aaGdT<=XSMF4mgx4_tkeC`U$-w>MSS$)
z2)|Cx?gh7U1drY}XvGZ?ifLCABF4szU`AP^S`_YZNbkalrcxxnSmzin{ydTHkP;=4
zM93W1N7K8~K*oZjI;wCnG~-GBEqjL9X&f1CY0HK}nd0QoXbHB8^`@Kp1fHo&eJTwX
z^Iny%Nm#w$7Rb<W?iwbzeki3%Q|6eb<IXTPye<<UT4t!=W*waqsUVUKRJKSOu;Bi2
z6-szr?VhkwGiqxc^nh2ZE^9*8E;PXXiM%4nu;AE1EezRn_u`jUEin1T=HP$8s2OsC
z>b#Ro%VbY?=FK4Bc%5!KbTRINAILW|*`n{*9FIe(U0|i0#{L<!V*NL3kA9I-QJEoe
zHfo`|#*>P}y7a??-l?H7aruYb=n&%+INpY#)ByAMhTi8}EJ5Aimp5S^Klu{uKITwf
z3(SxBb%x?5H%0FD-ud7PM5_K%KYE$)#6Q^5G7`#;wGDJ_hbhz7p5!)zkEQhWMq^*(
zw{_BplyKYaXA39|%HBGd7F4k(=@H~s*5(Q6+U|zOM3izI@$-BoscB{@R@F;Y0W^PN
zXEAz4RsHRPi}1O?hxW1g&I~vwfwz4smqLdnQQmAQp89?^%|&vW-y>@5BT9%L$fVEC
zkRroO;-c~{YY7X*IhnUX47u!Rb4=|8e3-9cI6+BMl6X|;o4j{uTkDYs5G3a=(tG3l
zdIJYPgs&xd<9rV7eF0IvOP-wU6*(;h`qZzps9$%Z_(gwwx}u>>(K^Olby*T0qa6*t
z*lmGcs8_vC0gwyVhwEi#M)gD+pnpwJ7SmOU{`MPZ{9@p5-9*B;Sn~MZBVI&p=p_z%
zfSW=~0^mLu2fWcduwlgb;YHs2M3omPI%<60f*%CU-M~5Qw8)+zVmE#TSPbr?B-nAs
z7*NjkVoFWb${bbUnBOg=*uEHS>CHD;v;Wl&xtL&ot$s1_+2^k~DVEHKrar;t%@;e&
z2DlKJ7CWZa4V}0TYIX%X5pJk5m-rwiGm0|(X$xP4xfz>)^em{%%4aS++Y)AyFHb0a
z@^$UkG^)<+b6|gS@Vqhm9nQr{WtSmiO5W3R87X=ei%dEL4oq@J1^3VnPirM@p8C!|
zDY0oP`^CUOJD)eQOi9jIb>uy((`PVSt02GGiazkW&+WD?CiRjhtrlzh!^0s5C^2&K
zmkEgpS&l|lx~Hq&4Mywz5kZtAb+T|uQge!~XOe#KC63SCfZO$NO(8^{!yozG-;q&l
z+q<{{G`!`sT$Ob1b@+93=5x$`XBaJh`?ipkHItnDCoOG0A^UfB`fS)n_+3f}swZQA
zZxM@||I)~6uX$kXG{R(xl6sXKgu%mfMiEnRmymQ<I~x+&&>t?4=xO~Tm>@!GADv~}
zTyvfk^?DmQ5>#AD5V4CItK;x6mGxltPwMeL?FNq`T*pz|(&T*NA^FtB3&2Fe-c%uF
z(u{EG8~luk{;{_6852or8yzWfir_B%<|sIe6E3&@Nd9!{di=AM@*KE;Qe#k?5WCZA
z_yK^wDD*U(AQaAdW-mSm95S5+9hLewx8JN*ai4m+h|OyfxObQoksmj*FEs<QoR&Y8
zITLJv)S6wyW}-+UE}a{xmmGPU7EBzf+gCJkUPhFgTrafI<6`EgL70}L>5lKbIxfFe
zuI5P3KHkT5tsm3fS>8^8Ziu0+(5s_ht940%^Wz^zKPBpp+gXiJ_SEYPR`PYpu&cR*
zb6ybR;}h!-)G_+O>$Lk3cx$?zHwd0Z)cN;u#R8@E+YirUxrilOoN)TUv((m7-_r>1
z!ci>q?^tFEAu8)f>hmhh2Ib;QT#z{f;_hF*bpe23Xn?_Plu(lk3<undoSwxYXKsyq
zmMA_JZz9Ok9T<j3VnoCku>&H`l#~eJBnKX7(?;Bgz_zPm%NIJW7p0{&KCJC94V?xk
z_kikKD;TY85qT_N$iK~Nl>O9JTT|fM@6-`L(%;RExjqX5btPTe0+loRDT~~nxb|Cm
zob&~kBc+=wY&V2sYBJlx_YT!wPFi>Mj^owCVp7l4d&gBQv;R{pL&s6H$h;@>D}o{h
zd;XQyhvdrAwRw)Tuk#A!AbIf=HA?o6|H0>~Wz^v%dl<B4zR&jO!~A3!ze;Mvb$gFe
zT&Wj{OT=yz!FSya;sNl6A|Ky+;^y9k69uycui)zj8_#(w5i0CS8(bJ%V6Y@WBUv&+
zz-Zy+^Pdkhii3KW_x-7n_H%6hosK%$fv>9!pDD>5`HJ&~MS6dz_Lm#CGv&lJXh4sA
zA?P4rt(9D)Mmb~TJ2tIcSEBgV-y=cJ%W;@m5UZ{79Egd&d8HJRNr-L{2?dB2(xB({
zg1-lX_CFJC$lwIxG9XC+7lB=$!nZ*0+z4zZ7?S?(C>*lTSJkoNq6lXE4WP;XeH8aV
z6DxPp;0~OkCDvLPQTOQ~q0U1KjgvNb%^XYH(Y9RHF!gOxy10$%q6Stu>HJ>)H#4m7
z7sGlny1<h`H{3ri<H~YB>{V005?aj5(tKSl-!tIrz^{5}sfWP98mJLXIUy?J592=j
zdz()21PJ#I&9A)Ojx?Ppd`x9_GWhUqH}G?2l^7XGwvo(a4NRLmzh@b>Wy)~k#l+48
z>cC4BnWii%!qgWn^g=yE^+h!*xLzsZN2l~sk)-p6qG1N*G68U9hBwptBD$FYxSPy&
z)*Hm?Njov_93;3{Sg0=PzEv`|Hc=ovZ>v9$4Yjo)Yov3l;gl}GYIe&tlmF!zD%*mX
z5pYrViwv3Dzo2*-=shL>0{z!3qJM}RJh!}yrJ$<Lpzj(X@;z#nEP)k+IBm^Bc;4sZ
z1P|Bz#x@0%djp<CQ|%H1;O<RoO&1YVIr4q*kks-~8uc?O32p)Jy_gE`&jglMqu(Mf
z!!uVJ??W@9ROsH0W{h$!kCwM{I{0u>qtwTqGB&R}EEJtgjmOaCrmr>@SL+6D+eD+m
z`AiL^47G%ejrk1>=5zFax09R!TTR~o$x5STq%A%E@XMJavho)mcjU+MbAHuYf^^G0
zk)biyNJY4uZ_FT8zq!_mTU`uvQPCLkZ$#}+Cm+!{FccH1k^bnVfY6=`o#ZjSg4bzD
zqFZ4NfnOo7(|w`sdtJ@*Yf$&qvM(YP(p?|Me=T_wABki-ueeuvkKWIVhd|tgO;0{_
z{a)~C{Q0zG{`Y#*We<ra31&i|Wr1UEjp^kkQPyP(8nrHath2uNwD2jfI$&HUWT$U>
zV*HJSFyrwe+~qOF>bMa?h+ezvwVXok907&k%5(LB8(hQ|41Mz|Z!C?D*>Z0TVG!ek
z3KT8AeumOKrF{YcxbhOA5EwPeAAUoQ+s_1H>Ow6TY_C7dzT4BxJ+F=*zS{k<y#e2h
zexoQY!FM&ihRBG3?zeR`Zm+yNM@~iGh3jX`OPW1)lhf-npc+V{4inf4O>FKdkTtLQ
zZKwT$pb-#w9|I+#C$`1@`!63hh%{4Rf}6@2um~hHnm8%FOufcAMEm`;eN|EF30n2_
zzpL#ouq(e0{PKY0KfY{!hl3xmL4pfC1HQX`dv`rzy#b2wE*%pHf@Ng@YL4HD4C}~(
zee;Fsdqss5acKxIZWG63=R1{%Y+YOp6!kc(-ZckjEI=$;2CBHepXpi2Prq++(z6i1
z!>>094I_t^)H{WGtNxZtIF^aQ>E;{Ge)pXwm~fe;;kAym=L>BaewDC$t30pg0c<{|
z<>d-av-pV`*{c1zNlVY^3K2G6sF8fSm4ik3hB9@{|6Z7K^))i8g}IKqzqKVR|6uw9
z$pOdMtdSI^Z5{VqF>l!7WW<s7{zuM*nV8;dI=$$8ceR`?KRvDSO8*dT^|fE|Hs}=-
z34R}CMo&z6Zy>Bu$aSA-(B;)T*yFaX<Ii4!;Ql&GZBnBAF-waZS95_Irg3uU(s0Fb
zMGiR+ZM)!UqWEe#Ddo2>HpEOhC_hddx|7+O$gU=&9N&P}zW$Tu4w~;Vy@T|nmP~gL
z@;P0dW1@8;+h}VZ!J<{1+Ju6T)?s-xL$8rs*LRL7=QyaF562x^Rns|e<p%|h>;?x7
zDl&Qk<c58G78SA0@{XCLP3pF^#iMP2hx87Q)X)ilL&l^8(PUztD^Iah7Mx=+?}>Kc
zg>B$avl0iwz9_3wh67P?d@7-IELzTauV4Hv?sk4&e@-ou6$t;cEToR#Xb*ckm@6Vr
z*uYurQ7T`WcIYQZSy8N#t`%BC6Ob&{GMvtNmbaqDRB$~<A(vX0rzu<R5V4Yu&rC%)
zOf2_mYu{l<{~MORzrpKzRJPy+N&&z`GJ$+$B*9;UcUS8rv;Vl<GB8oI27P9N;o$pr
zm;bxz+06z%Z>3gpn+;_rHV3Myvyd=>3TmF~8`N=0{!!&%`4gKY|8klUEeY~+jZ%h*
zWRst#z#b0|Mgj|hd_t!}bviSwc@v)+hkqf?`$K%{RBV^B6DB8KgofxjjxjH&Nb94H
zD6{#DJG1R>K@i5XrX~2ugOITc#djSj;@EuNzwk8Du&=WT>JTj&9i<!D3Ue5c>wK`F
zx@qggwLJ@YjD>zRBfS`3lT&$oBZx6KXbl$`RaoH3(=BM`6q@epwyxTl(e>GiNk3WJ
z(rtIIZnt@aZN;x7j}t_?7}=izzj}RN2*tb$$NgfEv@9`xoON<D=H_eb-SMBCxk-wL
zk~7ECJKX}VSlkd_6Ft>!Ck{J;h!mm^-;QLAmM?LZNpLx~aZ%suanqI<3WVIDhTsuU
zCY@II2FqXe_gm8!>C<)TngDQ;9+0<;;T7j8?@QD!$82X!4VOf-AXmE->klcZN^YS-
zA+}OBjyy5uE)Je1{ugchwldmRL3{i6-2ABXJC%FC;+KJ;tLObUo1`@7ZkU5gWqz20
z|0{56KQsN_Bm&-sFryU5q-TMeXJcDie^Y+FG4JRq+p{ZAg(1Vus$2hxY@l0?M>V6N
z*9OeB)9ZuQJNB$s+q8-3Ctjo0N$apCv-h1kW@k`eA@Iggj&WfV9<3>f-0D0x6}^}B
zMDVSB_Gmb|Q2INtc|#y~{5RZilBg+@(Oz0`%DwI9xsF-iuk45Ijr%|tXzjzYSA+9R
z`*B7*8fHEb-dEtzvaq)Jbkn`{(Vli?hI+G$^i12m)6w2%C8LRE=hmsFUCZSZm185G
zFSDE^5nV+Y7~`kFMnBQtH|GXJ?BpgnE=P*Em<%DcjvK)C@U9gJ_%&kMl{m)V*B+&S
z4*nFAR6IC(Gt?z6d9%y<<0n}3;!jsk{O#4xpXGlaJiEaSIUr{-vBf)2*W>CXk*@iM
zo6xp7br(Z#xABWC3Z#bVl*aeY7lK%4KsG`o2>}9RZX7<7$Dmf-ci^dHKi8e9FARj>
zl6nOXhJ__@Jj?Q&E>FY%O)E?ntz>8UD=ON7^P4Jvm&6M~+@>-2r<0T8%3Z*WZ*waW
zC*K3@9`d2?3`lnm?8%g!X>Aas5LhL7_eu9;BB_V&AE+S#u=&B3>4P(2>#4Sh%sjLt
zGPJsWm+6^#LTD&Ik0V#1zziQ;Ojig#{|3_Mr)n{Lg@0+|J4M%?pdX7prAP6}it}02
zg8+^?*|91=&|Kl}IW42idT-J5m$)F?m=ZvfS!*=3hD4La7mX;$+M19KXaCL5`jUaH
z^KY%3Q}20$j4IQG9L#k(Y7nl&L0oCd)(OnorZGrnIL4ucWsiVPM*5~GXJi*KWR(X9
z?TzbB;k70v7(6kbzlEEGEGVrW2SQ;i39FcaJKD_8%@xv`!}O+j-wv}@*wW>Xy=~Dc
z$LK}u3bHmj-Qj*KT5wxS<=jYk5**Z!Z!8zlwlKsUSR0i4ob|&ci>a^RV~?IrYPhGe
zsyfAu%yj$rI5pu7Jc>k-_k3t3{9b5EaZ4!!Ve<q(o6;*r^7aIIDKTFehRe@fj<}==
z9S?Bk`<FOkb?z)%#|f)i#3nr)vV@<_cPo!kM7loUfO7ZIdy>60HGbn<nr2T5tP@l0
zK#1jvd3tuaaKKYAa@(FM(z6*FiGEan`_~<2*am3lK9nYm`z2URppSwg?~;^s$!PI}
z-2lDL1|mZIS|1313umUO(uw_A-m)B~(WawpQ7w}h{65fMl6@G*_?;f9KNjl#a2Xu+
zO8|i;L~qGla?<#lo{E$0EXN7hB7R({JzR!v9|l}C>NUD7_)7o3tXL!YtKgrqlKDci
zLR7gq4r&<X;;33GYe4vOgu&Qal`<sO<%aM7F}^?e1B7!p{zhm!IO}g4UBZhW+Su#*
zBAL9Uen;{PgdX#`3Cw<__}#$Szj7feTDU9bDq009=;5gM7+${Ld0K5r(huCx&{E9f
z2>fh)|F%miCEB5}725^QI2YI#vm0Ij{xJ_KCji&vi$(q%sCtB<6)JB+4ytfv6AoM`
zTUlms3)@%%wF-u<IarjVl#*D;a0et<x3V@rPMjGi^2hPz+J{ryqvhQbpZZ;qqS;xu
z*oqa>^89_RsA-^D@hZ_M%97&Xqk@<5VLWEwhi>Hwi_|yhmT#;Ro|xyFwaQM5jLoIm
zVYBreu!8BuxVw<JFJ)Yr@xPSeQCTbeGOIeH)kZQs!!2VKKBnf@1hkAb)EWX}0?9uu
zNo%x)R?8ai=82-8&C6$kz5b!{&klwkajm%rEJb>VzkSpd`<jw`ub2Ty^=Xh#e^ry@
zy4~DTmC**k0NXzlp`rIQA?0guw!Vc2xT^yeohH%QiASn1o!$-80me)q$BHcgIEio{
zqx1};^fIILBt0pkG`F;a;$cOr*rjFE78%#KnG_rA>akyDMj9QhEfskU`Gp;AKk|#(
z9q?eF2Q;Kcr*%m>N_fJJDg2?U@`fulM(@?L(h^#ZYFdu+XJ}_~ALcglqq_3zvf&CQ
z-U?Y__s8%52RlK;z6;wjvRl(KT2s?nQc|0flA96}8{^{};^G=&Vj7~O8>6F}qNAH*
zqFZC4+hb!o;$yoKVtW$f5CV}LKa@fs5b23qGm^GvCGT9Ax;rm@UqQwJI0B<2=h3o-
zk5}Y@3y5cy6hFVb^d&q3qw0+ZYJRbL>96nzjC-gHh_~0TJi76LW1Am5Uc2^W{rXdl
z8_%?CKG$A*p|jy)cjM*0mMi^jR|ng#4R>B20SH9*jj<kpK;X$2)cM0`=cVC}ivWHY
zY&|#7a<;$uOkdOK-o{hC2!1%xReP*+%e(EHj<#)lrxodF>n5OgTQ|Sky6IRO(s4p3
z+BThRMLN~G>2&L+Gp(D>wr&Cl#QC<(7YJQ!-*O4@54Bgj>aL*+h{pH&o8BL2{&1-E
zqmlNH$2vcq==yA1&*$5Fzu3|Lhh2kT?H>MS@94Mt$G$r_{@o#<v2Py%8vXY0*w>GY
zesyT%_XmbQ-#hrp!+r1X=()bF^YVDxx#8xM0}XF?*Z!(a#y>o@Y2~3c_v~CzGqR+t
zyS%WWFlTL6>hh%6(gkyJXH8Fu4A<cwJP3gR+XG!dxLqKq<R~bds;efUbn=e7V<OTh
zDBAVlKn)e47_-^5Jf~LuiZSI5izmWc`gySU)zImtLJ3%u$LCMCq`<c*Q!52X_UtSp
zAZo%uOqa^%U&!_wxX0l~VDJF?%;AJGM#K#BWwx96t9kOP&vq0=Kp-3;Wn5t6rfdSq
zh7kGgKrx57T@*w>Jq;1=!9iyf;~x+yN)Pq|78zG)u|}*GDw_m#0wzdI4p=`S%S0lZ
zki4s@K4k*4v{h+pREm%1T-6B5W=uz`!N~kep8Ip2$ZbchIL%eY9}*PeEyX`Dx#a>(
zJU=J~gW0Mh$M&cK#6bkJGzju-ay6&iUuZWpUIkz_kpO5Hi%^h^ZGGoGF>>BgF@gqD
zF_0-zbt2ZUt7G!8h}*t6$<!U!d-em0hP0ULnf(-0qiaP-tqN>~ae3d8Owtdg%w~L`
z&soZP9V=JI)<%ZOW(VC~59G?VtEN=u99GuBXs6asT{SaV(I7=fE-JC87GQ<MAY*bO
z__}6I0M`L1{7=*ibPXz6hv&;0WDiKGi>+HS=&Ofs|H6T^4j`Wi1uPqeOl{yF<b^eC
z7Zv}B$$>4!#25k^nZfl>@(HTgULs#{5}Dx(ck-Y>GE%Q`>2gu$=qpTRz`EmG|EiNB
z6JrdRfJ&8{VQ5eKD%-7$pld1l*1VhRH(YGSGz|3Oj0|ExMMBmCDgl$9a3upjK}r1U
zcOpFiDWH_1OsW(hE-8~7d9x}3e6B8-ILuPx$+Cc-s)lqHT0EIorYU3j89y1jm_`*B
z(oRJ%j;5coPO4p~q>5TjP!r!IYgHVqk&!Jlf(=&Ntp!cWI$yLCG%G6p-Kthyh!Y7&
z%FOm4xe)vVnd#sXBE|FL!i#ExpjveySP11Of`1^N04R$#Y?v@;dwKZKJg4{vkbhc8
zp#wV8^3%5%ue1&abp8kYyA>-a6l`+r1^POmJ`+?!lEyYLpV*@4GBOd%kjon;$TIbT
zb1(%+P~?LfzUxGn!jy1sO8^xV=^?N9F>z&WDmN~$j_IE%3<R+@B2oybsO>0xjnyG5
z7ICeqQ0erWZ^1BSrb>xfnuu}<HA+uhLOZRdsRijK!nag1pem=P4E{b3yv*YEwNn^N
z##)PqZlD)($@W9SD=y($G1Ih&JbDJBSTtjnsvV8|*OrPGFMxoyMkehABZz<q{((Cs
z&|)EE`BZHy;9y5TD28hokmL+ULcoJePCNrV(kVqb!Bv6`dzdK!Y`{I6&>W|GuG0-z
z0)lz)0<Zxf4U}RX-dKkxP9blcgOJl3?}QUB!r+jL1gAI28J0p|59!YEOlNo&kQ6~E
zGFytwc0~c@AWh?xEk$KZ(}1$1X_-<~h7^@9MWrD{raB{2oRP_dlAIAhiH?W_M>tTt
zBRtL#Mk&@A7UT3TaC+bj4sb~Ur*+JdTu`r>k_1j6;9LwOmrT=S6a@Odz|+r>aA_Tu
zgQ(R3<D-j^<aPqdHUT*(i-8)+M^;|E0>~0z5-zvP?RI$-V*5Kbb{|aTnGJS))Z@qp
z8o=kib*v~3U+-0BTZ&n(n}QkFwRm~-0YpoRNbbeds1{wRDI$DV{ZKo;sQR+XuGSbZ
zVAu$74)Vbk^tcM^tLE?v5wHQWV?3m0JiiU>lP=`84Ve+f5i_4NFfdWMz26e@VG<v*
zRbR?#%{m)l6v^5}wv}OL8HuPD`Je%M+yGuB36!%Joz6LcVCsR2gn=LEOo7a%!Qdyh
zdYID_DS4;60Q?X++Z{RA6BQjcJw9qy>dblB^Wuu)k}HxkmS!xxKd0cqyy6W-rL~L7
z8%wKN%WFC-7xz>z?W<loP`z}pdMUv_EE%p^G9uIBkxHN%fItkF*9?_a4U|;&6_<4v
zlyv45wJ$7a&CYAh%xOu_YEI2)PDyJ{PHjp|ZcIpOh)ZaQjjxZ1Z2*dnX^f6(j)`fB
ziD`|EZI6rXWDtnnq`3a%ID|l?C5&ezZp}*Co|CdGH+4^b`o6-9gT(-W$bPhZ;p0_#
zPt_DYyL8cu_msY}qT;ocRX=-R@h?{|{q>sVzgc_ln`>9RweJ46H>^6kY4x!!YfjX!
zJ=wVabn~XOZClQD)?MgsxY*ltxxeMgVB6K94uC*h8|k_}+I4-bn}Q#}`NNeFz(0WV
zhqm(oe&}mH)7yBur{Pq0{mHJn6P>lkJ7n;~QA9p$e5Yjtr=u+!-fi7@45)46@wSa8
z+BTj9YTbCMb>nG5XIeL&ZQFFNZPWR-O&8iXUF_I=xwH04SKZa_x@+Bd3dVbVjW_$7
zJ{WBIXt?d;(e_WqIzOA}{(M`{7u);3+&TF5!^7Y18U23W_zwpremFS({lT&C4~>3z
zXyiM9KpYzV`rycy`-gtFXW)}veIIP^zCO`$X%vp_XgtwZ|5n%LU$t&{t#R!OwW~S)
zVHEKXMU6!Z*JY>OlN?_bJuh$ejI_vzIInk}%QeH{jC44|91enifN{+YvtSv10Gn$L
zkB1R;+eohJDZFY*PPY`Prb1~q5FDr>lY$~t;Dqc~qUZv|KLn~IgHjHnjc@<Te@lve
zD>Aj-hV%8S5&Qs86#N75oPt;7D~CGB0e3{0JHqSMLLlVV6&$OqZ>dd(B8@)<-o!df
zfEYq-^i<g@;x#&dCyYG4ysX4`w{g7!v*4qN93XrBdf|uRjNl)DQ9^UY#2R6U0&ZHE
z1q9VsOtk=QR}OyQ7%Cg$&GO<agoHl~|A1_vBfA$IE^%TDL~NOe#$ic`>}pouP{)xO
zu81xHKgfQ2l(uHG6CD<U%LWVF#XndykiL)Dkgi}~p)E*Oq1hCk4UudZ<>M*MOHqc}
z;!&H^{3_3LgDtRZ1}hqm&wBg{h&Dbno85*88l`H{h$cT7w4%~?eElRZ3p3S6UNo*6
zF|DiKt-uMdNqKzf5LvI9@kGN7)eu8;tV;p|&jj1x^Euhwa5`Q765Skud<9c=@nWxb
zoeg*;L@&@)1r>&YO}f?cMwv_|WnzwDWLzK6tO-!~AN(Y0BVCzImd!Qm<bJLYS}(Nv
z_%*m@viF^@L4<HUOt(8`><IcN@)8iVqniJ+0+AOkP-fJtLk8pn;f5qRDB%_cU5M7a
zg|bHyL>b`XflmS+ooz2=>ub$6k5qeqOwZ`_iG0iK5UOAUF7Q;nXz1po`2uH`uDg+2
zY+QZY>7SU{pEAfnqbE@e)bT;;U`^gfM>Fa8y0>)OBBbP88o4O)fIXQM@kHK4@Ke>u
zY6|xwu%r2GCb?Vbm3hGZh)4_X;Jlw|n}aqDX>pY{kjr4qS``OtBrlq26f(_GFG9wo
z{CZ*|U%7QueP3-AScVY{K)%N(YJucM_M?eDQP+{J&&XVrmuMgwN~W%fwH&}{lqv$c
zec(c_SMNG)ue+5bClJ%dmi01}UtO0V!|2phO$eOh!bSqh;SL1(KqXDTUqCGc<%-yT
zBXI>{P)&YGQ6P~?*79^!w!^ifhQ&je<^%E}oZ=r40)d1p00@DAMHP}PGjZ86pjLp{
z_+{U64mu{+RD99HpMX{>sDvn@&Sl;ZkY!2Uy`?$wk_ZACVKdcN+7?%JKvicXd8vwR
zU0Suwv(05e@l@$s{3=(I)<yUV{zPl1>RcqIruS(|rK*eIxqg4#qIkxi^t=+JZ=Sm~
zV=aEgT*xpgWRd?5X=?ncsb(N@rB(GzM`_1jvFxd{=H&@Kz?0P_CBQuBfDqd02i=$F
zsi{A)BwO)#q7!V(!xi?|!ko@<LJ`FEHF&=Uf<2H(hZN<IraPn==rF+r$OnKuAm+j0
z0gnpcS0RQFpdC2iA>QFlaCj35B{{-4B|E~Co#81!Qg|w%G-r4Q!X6@WoDsRsNQI=R
zJfvy)NYe{kj3A6Oqrf#IUz(98P0w{sUnot_k)|Ue!Z|IIP=+)u!x@$Cj7oD7P=q5g
z#SxM0h)AO33{Q~4<E5}z$s5glR=~j=P_Nmfjsy-NQ8)x5B3#lm<{E-}#t0{f5wfBv
zkKh1Agdr8k>2f%bV4so^-L}M?OWeFf`~yy(kqkRQKA&jzyA}1wM_3lnfgjWmh(MOJ
zEJjKG6RxfC(NGm&MbgY8=tHBaK%dC3sB|Xn*UTmnBxT4&V{>ZMf+|^!JwuMMP-7U#
zsTSm53pl94iVU6~0Q?}rKaeT5W+H>!!+E!GL&4WWVuWayH2rE^MShsl`)NP%i#Z{P
zOu7b@Rb7ANd^Q0;xFcLZE=q`haKc#xuovxc1ECgC3`;r_!9^a>KcIy?PFI-I9Vvy)
za7D~^Pn+kSzQ8jhK4Nyt^!ZtH;tFC?Dw4C7X5_BODS9x!WPM@T=0z3tB~{I3)$J9F
z!TCd9&9Z@-WrH=#hH4Q1fDnkP#e`}`s%ilIFidEuqI#gLvah7PyQs9Iptvo!uq7wI
zIcs54Ms`zbW@B<jQ&M_kVp?NDN<(~deOzLFY(iZOKp^58qJd(YVq%+PV_RZl+u~x|
z<2eK(R)#>N#*d~aOk^fKlnpK*QXbAr-CK~pzbND2qO3<svyW6Pe4;x4nI%QfFJJW1
zePyrSU-8DO>R+s0^6Li?|M1(j_r1Ap#akOzzO(6pcegxvtZwaz#`UL~H=b_We72+Z
ze0TkY-o{J)&6fvSuMD+a8E(Hi(s6aP^V(?FwXrS=ez;7WKU@Ik58(L$zz^LGr@HD-
zcGjNgfD<k@A469U8;`b7+VD>EhPRv7zumO%?dEmwG_O0_vi{wc^~YK_03C1LaH4g?
zNkXSuHUOP&-EgK2AP^hRwQoEx;~%zM=_39gy6dj@)ZgfBxY^hA0l0t|Z2fq+?UT`t
z&&E1GpXmPmw!Sa74}7z0_`BVsKkOO*asR}R2LJ^z_QQeE9}bTE04RuqBj4;F{&L^Y
z7rXmE-P!xWwyx{rZI_0d&-OPQ@2P#OW798N*1y)U2JsIYR~~v0{68!nT~gj%QPfnF
zyFMrV-sFUenECm0W~N6)#)p9;C)Z4de}E$}JSbEE*rVURg?V7x*WvLp`~w9-aQp*I
zT9r=>;9~@NAYi>o#`y^LTwJa&m&*$z83><i20oVB?fuZlhs@SGU+|gpol)yR$0PM7
zT`0q>6*LeC=FST-4*-4$^H2x`c!a<wivI^LU<eiF*Z{J#jMIODX0dKZt6%xrCImEA
zfoeELGsgcZlI1J7-X#-RVq)8Htb$NeM0fDIvjEf=mp%wkL}0O)StAG(K|LU!f+~B?
zRQU*1EorJM&WA{G09WMDm6|Ui-!U2Yg@sS_RVF1@wY$O=YV<1L2PrHJh%6BCWg<HI
z+pkf`VyfDa7v5HYAR=@pV#w$SmL`S$=o!T%BqYy$bSr^k6iJA-*P#6`p5}|*wHs5=
zM?%5@i$vg?1+e|t%o6QD3la)Be@Fngf`M55T!|b+6O)eMYc69~PpWmM&#;+Nwb$rO
z=56&IRb-;>RI;H}Bl^^^(`ghkzHV0nH8F7ttl7rZ@yD7QLE#_#MLzKOuoXh^51NW#
z^|k$%jexjn%2yg;QPHAb+vEm`rel<HOYje5E>CCl%DmoCU~DqoV67=FFZL}AaJKs!
zz#S`}Fqj}C7+M^}fZ!iE{}GOYt0l6*z*czV8He&MFkRNB$OorG0^%qLvKFmaM^t_c
zqGH`sgiWt{s8R*`&TjpaK^3TdJnE9tD;d<!sxsUeVO@Vw+J*IZzn=&df}wqt4o()|
zbhnnRk5a0rpkVs4Zd-(u9IX@+jbvFW-rR;xL^v6^BGMJouXf=z3P>_Fvf(Q!dy)0b
z5wOL2ObMtW#<5J0F9;IVS^-_L`XDw$Ct#S80Y9MpL?RG%L3o0>YnfxLsV+i5lCS7t
z`g%Z>4Te$Bb9osI5D3OM%029cD$?u}D1Zm8dnohg<`eu$SK4&08qgK-54b$SArQ((
zBJ@KZgg}rfA(cJ6k_jV4K?oKWbfehh-1<FgFxeJ&Ogo}J6?#(JLvL-FaYLV&;-uoH
z49Bj-$0i=YiUc@@2E%7wW;+cU!Z^W|*_5|T08Aqg=8O2x8^S7pgN4s5COLu{|DXmx
z*n!&9_;L!YHF2U%7EkD&yw~Xf3L_Nmbc8z`5sV1(0r3w}4(BugKRBdW4%cjld#*!9
zJ^<_?mUvW%cZ31jA;IARN<{J|IlRe^uoOpFsv|s2rigS0P-KQPGDC{YWCTtgatQ1p
z-x*oxj8f6GBImRsX?n3VeUUT+s6?8nqFJS`StZh}MbgY-=Zr!L2|y8uh;UBNl@Jj@
zKoQfjofH%i1#k$+I^7uwhzJBlND**$Mxqp+;0lj(ArK-)LXQyh5!wMxEnILq#%!kq
z2V`)k5Yr?niW~(3r(;C8oCE^l@G@;r2W1uhfuJC8w~`Utyo41iihodpAABrBsg|U4
zpZ3V3r+TE84`xzMzJRkiIQ~JkEEB|vmUw|qwMRh5HDZsc7P<{f-wgj?=Aa4QbsNYk
zLF$wVxxtJX>mJIdKXjo(@7@89v_L}eL%2C%1oiR=4=W!O2xeGNNEjN>EC~w#09!=?
zx9OytUV^dDO65*=c>-osfG-l86Pg%%A8hNAQ*vY=1mg@<0<`;wyWErr_`w|^xq!l*
zu5gD0AL5Jf4-}P+b_jwWIQ}8r>6s>l&vHl2^URF)&W;P4n;f+ub5>m5{N$2^%*APW
z_huJ8kXO3CsABV?s`}FE=JLhul}oy+m-W>wA6#<J(2{$Gmn<J%yll8;>2M7kfw35=
zs%E&VdZ-d<5Wo-RRehxuJ&VdZi%Qz^i&}CEnsV|Qvlcd{=QN~dH6&*=CZ;zeq&38+
z*2ksP#U|IqCe_6N1R|k6I=&$$zA+}gDK@?(F1|HBzCAv^BO$IcA+9?yt|uw3FC~63
zHGVifVJtIoYj)E1g(<u8Qg;`m?JZ0{P@H+FH0wx3&J)#nPcJDX_=nP0?=OF2Rn^Z|
zFaFh<W&gMK9>72R7V!`FzrAVI(JiZw)vr0;xb9^02E;#f)}AByhl~Bqmj+rc54Bzy
zZo4wleuY3Fu8ekG9_eJ@2kQKx=}b=}0YB88Xy0<2f*%0+(7fSj(}s7N)&srWxbCgS
zwQn}A0eY)x&D%|D-f3QYl+e4)YmX5+-n{Mvp_47^PPeW<)4Kj_+lF&(8_u_Hyx6hn
z5_*Bya;0<2wXV7wJ@q$x8{hA5`f#A-qoLMMhTA_K?f87G>x+q=FSqr7y?yZ8ox|Vn
z8vSAS*pGWhf800n<NlE!4-EfsVC4J#!{6>3{(A4w?|1cowxj36t(`Z<+Aa+N{-OSO
zckNs4n||56{<ZowFKnUshkJJ+{-L6$qPVFzZ+%Y2eJKf*F$)Uj%*vP+l^7nj!0iE~
zBaHgt=mG+eH;8`#HHGRCHb9+TufrSWz$=gkNjXrG;lNc-=ys~Sql%(Vpbp}z<O-AA
zdXnRZ=yTK{6sCWAz{f_O)s7FHT?V7u{VVE}@nq^VvTg-G@eg#eFXJD;#e|%AAOZ6A
z1cE5!WfnFf=mtTUzi5`Ns69iMX#BsDuXr@uZTheKndK&sAFM2X{lOq2T!2~inPW8V
zySV-5l?^i|o*b$p85cqLV8R3)Pw>_^@<D+{C^j?S&lLvr!bwWbmuS>m|72vBoj)M*
z0SUj32`5A#5Fi`axb|xlvY1@olJd*NwilMs4o24yxN)Nser+oUZiVX8vF@<+S8Yp)
zn5><=lcfMrw4fSDUvh1!CgoQh{sDY~S>PYw$SR?n%MZ=5h;+V*!!Ao9n5y|`P_9Ny
z1G?Fh{aaM6fp;tG%}VoM)rvyq8|yn<nP>v6yTRfN!bkr{@eksWj?Lf6LY4~r04rM7
zdsR5F+CYQw@t4I{`vDN|Zs3GnELU<BbY;f%PZhDXxBypxgL&Ow*aMG075E4IvR*@A
z`9KS*H=gJ&lG0>+b;#lNAPPbZfna-H$Z)b2t>nVT1tm?{4$&B0whb+^0c5TjG`-#!
zjpzXtHdSn!(L@AFMl6#-D8NZiF!XEeyg_wpU)a0(>Yq-obnmJya1>Fk77Cz0%GyBt
zO(-cj?pBbZ8pk+$W0|%Gu?{8gRRvg7Z8=$*N+&XV!fRyUryZG;Wkc?I_z^L_rR%3~
z`~TT{5BE5ZYr%KAx+fs#ID?!sKm>xwd1jDvPDBPs5DX%fELoOp%eI{5q{vKBIXFm`
zWhKk$`o?$n?%ua=@4nslcHiIePE~cD?w*7|+Q4@{eBC`As;f?&syg-SQ^L*p3JZzR
zdam@VEVWu~3T{^Tlle#czAGeBND`#Y*XIUMG~y*vJE$ssrK0MXK3a|>D`c0GJQVX5
z%$lmWHL^}j&pp2(A`ns&tdlu>4(L=#&q``=#JBn@>9Z{JgFP7FNCf)r)IB1PjVTTP
z$*3RqZ>7#H{UVqm5Jv?+5EqA9T~*qvw|j5fN$r<9nly_n0pFJKJu59U;$c6r1y-6S
z-z^5Ir`SXXB!TCZ?<w>=Gq^Md_NMqMt#;6NtAZ~ND3kZ`DymNKUxXhB`9R|bd1kcy
z2p+n~5ePB(gBizB$I;Y5fPBE%17ixoA_jcmu?GnI0CONX@`H&5_#xKB#p9R{W=cK)
z_K;?>r9(&uELI9U5az)O%tMaJmTL;hGlk@vLO}{Zm@tq+Ea63n7l`mshJbSjuSDS|
zP<S;15+O)r4HH?*MAf3GIuw193KMgZNIi<JM=>W+Of3^#!$emjz#*bA4nd>>Me#%g
z69Gg-5j>Fzhv&l6Ar1K`3>MDFL7~}fXeJw)&Jqv;*-{y63S)uwJ0uVSvGN5nB3U+q
zWl1auCWJNFSd*0{2!!zUE7UIufuQ6AU=LL2{H2+p>t9g+E&kk<i1uWV_B@foB_(U1
zY3Go4FLM@#2>F=y-rye~J!;oCJ|YB+vLcI0@J|?-kPry%J9yld5+Jzxd#l3Y2neEF
zl4uXwaUL-IU;zoy77R#;A1TN-bomF;P2&6Ww96FG=TTx0BtYl0@5b=2<IDj2fdTt|
zgXbRreqaE8;DbL12o+3V5$6d%&cfXZ34Q?3A_SQuAoznhJi!{BVvBQxCS*sY6vn4j
zq-57+7PaP=cbA;#E3X?qacaD#ak{Q)zP@Ftp>?&fZKJt;yR~ztrDLbLeW$5)r?F+H
zp?QZQ5cLfhey9WZp&sCe^_r8b5d5LCda=A}uB2k7sB{YWhrFW6oPx>ByovPONk`6v
zBYVQ0Ii5=4hcuplz)>KS{DTAd2fLhq*r5DFZrZv0^b3U<4-{uzDaHK5qm{Xjoyh-6
zZ6Pdy@r}mvXIiSh*A7cy)c&Zu{-@5y=iR_R;P?+d@DJ0Nf7qORkA#4LC=h@^ytlIm
z%U-;*wea>Ph9BOfD_@+Ryt_31%HkLgKg?kG0h13?{nsb^uTAz{o#?$f;ihtJ(hYJQ
zWXgR5WYT?e(tT^H_x2Pp7+7AJ?t68n|Fv0yK+FLGG4$5_(A)FF?=FnIw=nYarLkX~
zp7>y83WtDLpT!{{w&p+CUi|FL(&uMS|Nh+SAJ1?6`Qp~!UE2N&4g|6N4-fDB!z0^3
zKK#R%cK-g+?Z10u`%e#TeQ|mH(@QJA*<1P*<sa5C|8SM?4?mpf{r0Hy>m>dI<{z2`
z{-G$hBP;D>N>X`TOm0MYT8J&lY>8pHaE65lP*xMNFodAP7Lr83gJBWlAO9fu{b(2m
zm{su*5sKiftd`&znPdJTKs$ffb}wLqc@P&G&%XJ^KWO=!A#VeSRzXX||5lasXM!5n
zK*JFX|3DB3b?^so{Se#^3J8Q}7w(vUkoimfR|yU0SfKTtII;v=t@dB(D1V^O(l=$s
z6_)<0G!$ByrtJBXDx-CpM(+83+Wx=0^1U?ff6PCKLpC2ag7Z0hPEh)GM7yRKRxZjN
z{jKv4$~vobzG=8FrFkE%T1@6F6flEQVKj8Z+a==chQ_rr8*c1&(0CEK-|j%SMV`Um
zjU(e9z^Ns9QKW3gB_;T~u!D&358{6kfDY%gr<<Mlq9qTlPP<@Sg3{$m6%~)Gn@+tZ
zRek)Je=xEDV)hzs=oBb!)Aeh&q*t<9EOrA_%AlcC{?=KQ5>hP^d-WupqNx!#j1wuO
zRyzX&Pcunsfb&h_8)@aLkYFv-P0r`DT~(m!%u!uVUf<)nsuEP`k0NvS^?m(#uD>cI
zKVNDGRi&?-WK?OLkg?i{6n+(oNp)v_SCMt{B;9x0I+?@2zFO;~CP}QGUN?NJzbbv+
zpIwb{gx7%voIv>p5q=P2W(rdks!_jj|JJvjv${bH@G4aW_kA~Teco5QAyhh5>F;+P
z3?|JY{~)jFKHu<Y@>w&@^7J3jw$It(yQ2DZrbj!dqgN_5<9D^&1)UzRPwDahS|9lb
z2qvN>n17&mpvjZ1c|jJuK#Yw@2x3AREMW{24q{>=u;7>vQAA=0{E%Sck_h~eilaTi
zsuq}h$TZo+AP<Cj;IRh)9w4wo5tguGEa4@*M8J9$!jcw|6)cVIfKi7!Nuuf)km!?4
zbUhP&iirVfK(URCC~=JlO9P5K#l+S#u>eKXF)_6$riRD~Cc27=u4JMrn5c3lvW$r=
zB?2r24iJHt%m~NpWw7D7Y*;oMmW4tyQAj!ylE&EVj5U?9P!J+XiU`5QA}$7T(JU8*
z*a(EeA=3~Of-nUkfe=E-DLNg=a15-Rj&S^NDtMR0P$;nO{(qh(evCsmNE0S&pp`>H
z%s=3-&gqBeI64-Q0GmQznoDr|sM;?Y{{gBYWf(kN-_j9eR>2Rj%cBt<c!PA6&QJFT
z|3E@s<Ea7N@1BI7hTaLP9*Dk6S*Q5?vWI^KCm*EpYh`}W{DTNT@bDDB{ssBy4+4Pm
z<4WLs$d@m$@&!y)LkNj5)*59FjkiUngvO?YCuT(^7sRENrDWG+6g1_Pb(K{2R-PQH
zZWym?p0011JJq_>*tXKtvC-1G-PU!sz58r?*V)$2vn}msn_JH`5d;FSf`R!53_rlK
z7u5hi)Sa%ZSt^I%50w!70pN$p{Njn+!ints@r>N@w44b$zz<pDB>2Nva{5?u+8D%t
zNV1bvFmMP6DgJ|kf3UA**nxl8%66Q|P20^&KVOh>i4Osh^GJE_m#Xrgs40BvWXaPF
z<=<+q`fgkG_d9E!?XLd`&p&v?e;AkIKfJz(<3GH$I{Eh6^gA0f?{4A{5P(2{yt_63
z&elAT4{vYGQTXAF)#=w(@X8kiei+5eUI6?6VIQUjF!?aicXhn?>bU#rn2VQj=hbo7
zH6qu?T~uz2yKauVZcVsvW9hv!*?V`2AP_SHZ_EyYyg57c*4)rLfI!TT{Csijm&+6H
z1OKo({UPuV8*{(iod0-x@zb59&(5Cy-R|n|_tyV-Ve?NHw*GW!>(7_B{_^0~Umk|A
z4_grV0mBauZ~ft+&Cf5deSC4{!#!Bh1Kw!n^|i^{gn#(i%)k#O+|P_Szc$$Q7+wDY
z_=l5K(^VydMR}ds>Gi3}<?*q3krC;kp-EP23}=o&TnLUl0!l@i4+#E%1Krqg)OX+?
z7!n8qPix{35F8d+%m;BBe~c{p1EGP?|00zl5DNH#kBGu?Ha-H9RxQ&pZiijjJ(J;O
zB2Uk%)8oO~_M?A&&kQ+|BgUn`^A9-2V~A{|j{`d>cpKpx2Ryg6Z%QZ_aM6<MZ_xf5
z?-<nh&dBFm(aMNFG!{P7fDNgJ^4prP$>$`|Ox3n#p2*GtUkd(a7CL60owsBDAt3*-
zL5T;UqH;ag+}=0k*G(j^HhSh!!!T-Ph0<B1cIWC>G=IuM_Z2j&!@e9m<{xD9p$F`9
z_OObcc2e_*Hva$>N2pMmSMiY~Nq@;7C6tsO8(7_l2Xy!^oveHWUi<<iz%>qt^U2>S
zbvU1Tt;qTpn%*|i{iW?MmF9i4s<UBkfacJwAQ2mgLxyIEa23r-{r{q~g>0xYQ~c}~
zn;oSPA0U36!xZe-6>>Y^VhT_<{81{EgA}q+Q5>?Y#>c5BKadeWmVs>7&SB-p?4(_g
z>j2sI;lmkKQkA<J9V+cAud*<Id;9}m9e6jjtiJnnM8oS&3RKU^5uL#nQYpOk@K6J4
z7R0GuF-gH!UZoO3Cdl+qo=ABEhmR}mjMlEQ+astY$=JY>&A+uqRtq=R{YiK!t#o>S
z7ojE!gB`xUs~b4p4hT7;$VqaLx4`<T<uiv)eg!jErF>uio(oUcwpYF!=k>=UN<%>W
z1AYq-A=?!htJba{^vaj_I+$}*vz&ak3sq9{^|9^+!aVq2e|72wul!=G=f?&edSjR&
z5Fzm%@eGB|<<g)==-hhg<*J&z1KHKJNcu*AUJ`^pAA+4!*FGW5%4)7sZ-ZT#=93ra
zU%|I+Qa3$sF4#};CYoh&H2KWWh98VoF|yu4=!Q3q)y!W0pv;u%^lkWokJhiG6$s|(
zL0l^;58Y4(f4~D6lTw7`FvLL)-auFcs}9|75+@TD4+XIj5#a~SKOi1{h+vpVhKXVr
zSo#43)_{mLv2iAr!Vf7Xvt586GEE`bcu9*866Zk-@<6c%%sc?_P|AdtF%jiNDwxO$
z6j=$vMpbfARYYJJi&{1s!aD%x&>%@n0{{<%c4%Vann6%}izErHh?f?W06#UM_(mok
zvk*k;QQS!sTZdw6nb>M3<^&T1ECj(JqAO7}5D^d^q6|fqu#v@VWFZ$>z(wS-5xH!5
z4hqX+LNgfvA#4CbI4B5Vf`|}wX$*5bGRGk^fDjNJJd!~Xhye;Bj0YhwOkzbQ3t2xG
z24A3ruskJMp%T8ICBpBjyB5$t49t@zbu2yFM?TCx<{$9v6&Xn4Ml-Mn`F52a|3KDf
z6i2424c;FvM1c^)L1=Gi`Oo1Fs(aF1sQ$dg(>Ls5ujUBiKS&)aZ=8c4u3+CvidO?k
ze}rD{U-uEeGG`x74xWF&-{12qU+{rs7!$VSKtK_rK}LVjRGF}aftn602ZV5zaI-DO
z8lDsy<A_MeicZOkbCjlJRc915<dt@moN!mw57jn}*SAbJw9PfPFE(|ov~;ewc5S!!
zob7P#b-DIBo#)!ScUwDlDFQ*FKy24H0{=jky`YgFF#NDkS~*u-K3!M}@WXgs(Rg;j
zSZ3Z>dd`>w$OjBRjHP4%{4fgeLz07t9S{hJ|1g<?`G*<0{)NLq;y>7z)9fqh_SFpg
zI$i?9v6GW_HZOfIKjT7S<^x4pS4y%UD$9AaBJay53ZJYi{`#r1Z#7kZr?vX~9ktJP
z)&HcY@i|w^i@j|x$>KlU7<JtO{$aB3m6^d;=Z0Tj9DQSX{LPigw^yg=5*UC$yt_5`
z?&jP(n;3g|Ykl_3_1QOY<OhHs@X8mjEREk;An*e$dqLm_9P?qk_vJD7%cHKBN1arz
zjykW7_E5Pt+9S&KQRj_O=gl$atufc_ard2x-d863?oRc;Iz90E%-|bD-kceFdv5rh
z`H}Y)$9}Oq@vGBQAFR#*|L~iQxsNs%e!I2!$<Fd;XHI{<yZXhswcqb;{NeoOA1-YC
z@zUm>u5AAKp{+kZv<b^zQ261C2RA-@VC}aTR(^eM=@&Bo;pK(lpU(9EVBGz!k)E#(
zbbZOy`T&jpaI$Kqs&ue8zcV|d-kwsC5T73vnI0CFY_r9hEfK64)?cxLUeN{%mh~|U
zbHotuUCuwyv5&|+h#Ly{fqDgb1Ol{Ih4ay1N1VVvVCF#(Gv*%%0&$@2*M8sJ%S4`@
zRj0=_rup{4A_dyhxQ`!gTnadxBU$6pV$45)ZcruPPbKlSwUxR4RPH`s?;y4B)Zt(V
zKfquCzpU1qYPvxbponml$C<<rqt$;q<{zZe(Q$wId4hJ?X%?vRAn)eF2R+<bdMcs3
zL%@%gE;O#N^jGCWwQ7OVSwuX#TBik-;ZmBF={dmT$NYmhWb<JITT4Idj_mwEeX~X_
zg;1@u=R*mKb^z;N7`GY(et`Po&s4Q~He8rqSGb^jI;iKtQ_Kf>I$Gffaj<~zPF7^H
zZQN+8C(C5>5%f$t*TYZu@VD~trSQ3@I4++;C6f`#WN3L5sk4!{ODY%NVeI-}G!iwT
zF79AdMgLlr%aj^zdA5t0EFC003V-}RYJKCq#G)pU4OL3~+&$(Ww5z08eEbHj3xUl?
z=*%g2ZRjP<5#|s{V))r=Ph}uQudqd4or*r3pin}RW@<6`e8Y+4EsSWgd~3^;-5#0V
z24i6qsg>Q+%W>hod{YLQ=@#@v$`iiSwC%a7b(5|VIW%u+CYeK~5rz3XFR!L~L)rU!
zg&*ksmCq$Dnh(n3S(L&nt4d!vF-l%ddM}b%C>oqp@pbS)zBTkLHO-guOw7G~gjgG~
zJHgLd3e#kIuTScuSQ7)=@U8x8)B>UVA@6edx-BGChhFd)r0a4HnrEs<JwoSJ96W0G
zas%yG`+PS^pGC#?c_SF@4e+`8HBMOvW%X3{I=F2T_1WJIUjGAXg7u!IxTjFFWC^CZ
zbOiZK(h$sZgSj?9-SEga|L(&ZG-c=3$AdvWI?&5WCQAy5BMFd|ECk3wfFBTJk_m$t
zBGMoS_y<~EkYnEA2Qrl(i75HN#4t=OgW?zz&#(y$o5*m<3`gOIG`!S>EsF`sVM6op
zsup-*3s_fz#CgC$9tiUg4$MOZ6H&=Pc!wxhnW7qmjjjRVqHDRBS~C$Y<|G$$ij9TX
z4oysKGcR#13<w4ufOBX=3GFBmq=T2F4wTeMq=UuV?N}1qP+}`eY(a_5Y+@5iXhaDO
zDE<_RuSfAGQCuApR|_}<imf41jbf_Um`XOLoQo;rqD#2wVlJwPjVxdz@=<s$ERDek
zAcV;VYka^;AE_o-8pE0dAOx}`Fy?rM12P2o5KKWZ5DNl@Aw<GKPznM=CQ>j2Aq;}j
znrXFkLdP$VGd()?7<<4`AZYjnzPEpXt~qG+R4o+$;*@`Y5QRb@2-QZA2!!fxbQkKl
z!VXInN->rZeQ3e*4=_3CDH7oz^h30d1j#=fV*Ks>R@z_`-v4V4Qu&2>A9<fJNd5t0
zImlMN5cmf$=49@eJc#s-p<0oT^Z|abvF0$dHPR9i7ZRBg5tk8@oEPsXPR^`K&pVY{
z+E#MHS#@&gWb=4K+jLXMd`s6-YuD-4?zQ%wtq$jzPS?3^_l2I`3*GMXojrT)U3;w^
z=Kz6dYCY4~ymP8)>tw@5P5s)5x)mJxp?aaTYOc6qrm$=>zhpeOXf&r_G%Ig3J$KZR
zJ&MT(3_pwl{E(D3n&cp2AA|T0n14tG{$Yye9~=vqe{d{02>*~~Uro2KXV^D0?c3Ro
zv$^T#@-ogBWL_-Hyj-09U@3%v$a}o1;43x7U#l<sW@F{ITdKd;Ui-t&`X6^U{LIz-
z0_GpuU+(X?I@oo6sQbnUfCui|z&}h60RQmX!szQuGz7#H4FU1a#w;KZZ)5Ud=FPR~
zH$YaWUtgWVksrv)7k3s%Z_kh10{8)zy}*$lDE#1hX~YTg;&9JP!#yt#_go!O$hDE4
zYa`v)hP$ti^ngGzZjL%{jq(V@-O0XJr}|$51Y&v+<c;aUw`PHV7=3SH{1;1;z(2gd
zI`iwbxeqtye?$0(k9U?oJ+t!J?&|N(t$ne#{>9$L7w6Z1e{uZ}4{ZGL%H|&*-1y@|
zn}2w46X1v6U0MI+(&|SSPJeK25%`C<`S=gxn17h=|32^!!#z(8bUx~8y(I7t(<cc3
zkdt}Jky@FUkRKhL5gwi#5)x~%L~y`AV4?=v5e`0=gUAn<e+a=-#ytOEC1LGx2naId
z!J!^hqG}Q7E<Tym7X<=Amm}w_fItwz{Dav{1U6_02(4NsuW|R(wwH;#WB%b#O4GO$
zurd<_0tbHpA-nW@2hC~yeN`}DyLo~;RP03r?n}XqrZ@is@4g7GbmZA?fv-q#{0A@;
ze=G4H;FW3X?|(1FSFO;$GqtXMcMGK=6WnFWwOtOW`y?ep(?V*1VOlw+bQTd8lh$cL
zb!ZPML*zE+n12w5Y(8uptew>C+rU9D_LFp$^sfzEOFfzip}jCxa#>9|oM~?PQ*^y#
zJ~(xQ<{u<qBC!uJi{w-0d*riUYNnWP(tUkdq3q*1@|?d1w^eUyP$-hKORGl#-_Af!
z17ChH*{DjV$L=xz;8Q&!r4!)X4R-E%%&izGjA7L_))U19ljd_h6hJa8zWhXzt<JFk
zjm*&~y!QJBS{&-EfU@(*4WVh{9jZDO*uUHmJi{J(<x3&LInw*yBhOW~p+t41k`lB|
zq5RS-Xg7t5lYPvVd+ao$>a6$rMEz7M=kKnLifZSxq6&CZey=GBa(=<DVU95BH0<T-
z^?vv1xTNIwnC@vOOi%07ZI-rGQRuTClW<hWRW|3oD30Sq9%&B9^%)@(6$Y88n2<@1
zJ>YEy3;x3h1OgHNAOZxe6pt5+Ct)9G<Og}!2O9YSChj4Q0Yo#1LQD)|;ut0lG4Ti`
zAe4yMB*dmLTq<LBFy?f|n!(tznUGv2G@pS`4;Xt8m<Jr^0fIbW=7EVk!9)V{P=iQ#
z2NrV<Aob>0kW&_rI4tJ4MlP<2jU%W-d^-aIv_pc3IsoU;g_668^q^!cYzl~z2;J^x
zQ$XOfPByuNO>QUB#wN9(q-F#xL}DXKY(NR81i?fE8(+u9)o^ju=C~?zY=t?N2O-!f
z91#LV7NCecCOnr3%Ql5(nL;v5AwWSmFbH7-3If7Gz`7XmuqFt@#+Wb#5hZ{Suz(0G
zBLcaKGnr+qyhtlVi%p55fm0hgAKFCCOK?M}5R4oU{sE5%i9c3MzyWM{<sX!*G~(qN
z2@&BL5?M|}i0fi#E{B2N3(x;5#9;kLRYM^9&@8M400yf{%n<UOM142gZ2AIW;W7LG
zckmGL{)QWY_D`^nJzx>zVySfIKr~ZRT@U@>0qDHpBvFw31H$|RjsHN_zhKM^fK?QJ
zVDY=q86~3sIQWANnQ`z3i!Is~mKYZ8h)&3fw-+U6mZ#;`<rKFRSN2ra_186xHMUQ;
zbk4VRFSYlaZtq#`aBg%sw>w>DyWD%-y%(H)7Xg9ja-Q$#KHuI62*hr4+u6p}om0(}
zf50nWRMae$otQ7FoGmP$$}gD!_#wMsI4gfRBX>A0d)S^eg2@LSei%t|j3hcn6YW@%
zQpb`~$CFbhQc^|!VcstB52rEzkcyYU$h2=|InLzZB`|~#5ZPBsavm<reXO$JiRz-S
z)|EcpQ29)A^>^E9f6#IAN5DTgn_qCZz0})|LqH64UK_&r!ObyPeu6B4F+23?{K#uU
z2#B{<r`}$letUi9?Ts0LA29Z?0@wpjK0xG$yUXLS^2P0i(OYxFH)n@#OygxQu1?^{
z4=;^k^5Mmy?iU8TUL5Rtd8qs9P&YgdfCnNy*M_lNCvs!B=O$nnBQDH8jJfZO_r5aG
zcXzV?)v1BkrYQd~^w#XiJM&}jEl&JmdFody)9<g&3jD+3M_WrD@0_Om!{_JLf48@R
z<^1{=7uLVHwEp|c8^6E2{`)H%UtHPv{POyz5c~lazc|1AtKG%-cIMvNoOx|+^496G
zmllS9GTr~Zao0D8yPq8Bc*NCmv7=$9x%TwQ%IT`o0f_%V_=gJMA7Y|2A}If0jWAn6
zSR9T4K1E?!3yW!l5VP=^ycJf#Ac9ShpMxDbL7-j>gYpmXpM-q?;6WvL2@J#PcCY>F
zWg<^=c27L0G0k__=IdU|&%n}STnb0bKL}oWk8q>PMp@&#C*=u>UZ25Fph7DCLFY?<
zflyNCIjQOV1fP6cRxzbMiJ;8)EB^p5C4Wa*o{*NEH-KOXiP)@25JHI2*8lK3IW%oj
zDfrVx<f{W~;}>O9UaL(6iCHAm0kzur^OJFfrN1iguhnH$I*SBnuhyA?j<%F(I3(kI
z%s&{8q*Sh8YzYIefFj8tYPjzk1`1DZqUY(w_-LSM*7B3{ZGp}`$&`((rX0bXICf8|
zKKbG2p;SY4&)t3GAHd^>O@xmEt*yF6)^2mPvi&HhkdB~y^`kv_CdSk6s!<{&jE3aq
zlJgJBAfogf(zDViS<h!FkMK%}9r%6-o!~g;AAB=n*zyF!KX?=?4YA^r{Zw45EP9+O
zd7;ZK51G&bd!;>-71(jj&WVRH_pL44*MtT3I^tF2y?lkrv`nR>MIO1~wV~(BS4@l#
z8`{l~Tob%(^U<F1qkVXscn&3b0#_<2pH<I2<{wlU!tcszw~}>{a#CqSi2A8i&fi_%
z>aX&-v{HCeey=GBbbbNPTX_tDX&+dlf2){@pcm@(au4{pShMbr4Lz+>n?!wOmbXxT
zZi`dQ!Eb0Z<-EaE)-r!=<NZ;B$8WTMIe?9`pu?h08uJene;^2i$UczeFUSx>4E_Mi
zUckIO%+8D0177xmhy*`i@_`}b14>3H1+l4!vm-7I!w;5B#+uF8a+wecKfodv;tChA
zutgP$q@f;aP*g37f>kX}vN5M1!UGrEz{NJ2W1GxzO%{;&W-8|R7A~QUOXy$|J5gdc
zN)m*i4k*QmQd}q%#EnvWS-YmVSv!b}wL7t-_OPklY-$&q(m@1ph&DF46(tiKBB_~8
zYJva}Y+?hKSkEP#G$+)W<Ezc_Cjf-tVk@|qayGgYMHMrVMNC8i6Oj)TgefdXpdiwD
z3c?DZFp^AMf{Dcxgb64JHrm8Snb-&u3TKc=K?ooOva!5SI*xduwOTs0#S8Qt++tGU
z!vh{2|A1qmLwtT5qMwS2RiFrj_+P<7ATx#^SR$~2EYhMF{Cf#8B?$i@K7wvg+bdKh
zu}&#AL}wb|A20$T7mPy)`~yG^x`MCr+6gf@A<+JbFu%Y%tNq^9N>ZRIw_mDzkoP$x
zAGPQhr!ydA^%?kxo+X06rpF)D^Z9JyfMnojer+(tOa!K#u>k+TAS(_50b;TU@Pif3
zCtoOg@DHpxl(R-yLt;Y0lOtj>Vv`Dz(#jk;HCY9Xh2>opwS9GsBaLm-ZC&#nJxiUg
zl`hv>musWTwbkX?>2ja#cJKA{UL^d(#ctPy&YlZ^K(uw8Yw6f+YCF@=vVF2~qvjOw
z56cxbixB*wsA9UHbRxHSEW2<xGjA{>cQ7q`(4IAvk};H=KAZ%SHk=58`G=82I|v{U
zn14u0g(WZu|KONSbpZdcV2Ah*4p{#J_=lA=yU0K6WT%NCATAYVT`tafs5JLW75QI2
zQS@YO>DNzHe5>iicUo({-+uDhu7;mFo1b^L!V(xS_O-u6LO=kGfR~>b#~~o@%naO}
z8+vtN1VTW(ae4w)!2kr}tu>J8H&>@##{nNE2=;)<hr3G{e!weV;NTC#IQYZ#0IYoR
z@;JZ`t`|p~FAQ}*KiKvBK<5hsoi7b`T^;Pc1_H#zP!ARfesJCxcHSIzVg6ynb$ir(
zd#v})c;71%{dXq@UY#6#ZEEO^nc=r)N8gzre{XT}7t7PXT$z1;b?$@p`Co4=e7L#v
zo2}*F?yP)rcJ<TUwa?CNe7?7d<^0Cy7uG+&xc>R2_0Jzz1M=as2Qd8b@uk(@;NTBS
zzdXC}?)Kc9n=`MjPTpJ|dvSjF$J71a9d~^L_=o<EN1QDeIvTc`YM1LOrwIShk&{{P
zNUcap%#Vr5h=@oI4UM(hBFxqh&TNIq4}^b!;35zZ0uTuLnY@*s<HMsKVX&i)|Kn|#
zL)O9oYK}*GuwrA~R+10&!+bML$<YUCjJyuJUW*mnc*Dy?p0T+;<{$Q{pp8r6==cZ9
zA@Jin)etynkB3&vPCu2x4h_ja@8wfvRS{^-+<D%?GsEv={y~)k!mbwoKq(0RKOgVn
z(0fxPVNm*kbSV{efdoQ<Bhsz(ERuXuSjZn^!)W}gr~XK3fcMf!hU6y~x>fk&U-^)n
z)Gw{mf-0aRXm^hJ2XV;e!$#mfXQD_4Q@&bORO~73EB|2p`Wn+To>S5XeuS=(A-TL1
z!*k=o`~LC|a&uw44O8l*f!1$i`KDIW;AmvK@#FUK*8?w2e`p8K#Q5^2w5OzUaAB_z
zfgk9{GSK*9!KI*A1&m8U?t}G1AwgZqy0_5uNL?&Hw#lkw$iz`$=^|x1xAN?FNo`+H
zjhd#?9?U`9M*Ek&qCqgO``)r5@Y2Ul#r>Ym(d?Xf3<2~sSy?p7ZjUb&>fp|yRn=Qr
zDATW_x*oZqvc0OzF)m+4&(P!bgQ@%buNxl8(@4CO&#KZ_wyH#RrOO4aQ{<I&EA4_%
zoa{^5?yqz7Uf-wYo)1N$(oAtzrJ_EmJ*_+5lwW*=-bNsULE>SyLMx+czqHyN+)q}I
z+Q3=oajoiB2evCI`F){&dRnKpoT}Q*?*?wK=*RVnWdzjU*2`8HF#JjQPG7q<KZr*2
zz9`w_MEaita(&j~AC&qkp$`)N0AU|U<Oe($QAU11AuI}IQ5Y5`To5_@kbsyZ#1QfU
zr6Sgj*fhkYBXcIQWFu=1vgM%=So5NY2`yp5%9!v9CcKh~IDsN1<^e_5qv%s823ECb
zWMiASxMnV{g^O=BV`;M_fV5LFCw6d&U2IYhn+&Lfn@BI94!qd=ki8!{Kn76SAge6{
zY#Nn*Hm#3M>t!8o<ZvOo6WM!MdpB$EV(p!5Do6)PX$N6bFcHBeH*-l%=A;I5V!b)>
zB$rUf#n-TL)hM=#iK$?s%b2KACbF1`C}P43nD9J-g2*(55DLPQYBDFAxI|1raPcNi
zpde6`2}PKgaE1X20)r3;1m`&jWIlip^dnYi4f&bSU^dhiQs}hc7E=@)Apv&z@BNK^
zk3s$F(cWQajuL**Mj*uK4XSVuz(24S8*9Y~1mPcq;Vq7$%p()RwVLn)7+!J2q`4vb
z(D={|93T)XQ3i$JBSKIvLim4l{Db(to}U{Kt%8bYmx<RLJ=MCOj~|RbQ{U$wJpX`@
zjbW@*5VB(HLFb6+1P6&IPUAnoIt3xDCCp-r3JHq~i?m0_<s_t**fURL=GW(!w3VK4
z)zl9+v`)5m&UZSOy4)+>?zL|BdbfMC+qI4P2iMtd*B)K}qQ?#V!^KYLg^r#JcomG!
z-R5?Qf2gWkF0WZAse<4SlX)fMIYlFx`Ge`X{b||#_N;-F%z@;L!KCz|#I&JA2bJMO
z`)~r5k;K%|L<j)^OJD&1;FwOq{KFjKAH*dvNC*g60>iPH<&gM?{7jL5c(gqK@v5S)
z)Rca$zTz8=C!T4k`CePy4?9o&q^IdQck2rvfI#%OLkI{6%W!?fd1KstYqIb5bpI=}
zgLmhLAq2$h%j1ARys<L*<|+t*A0XfZFb@QKpyUG&KS1yY0zX`z!oeS28YA$-FoqwV
z8|Zwluj7UOj+X|yt`2ko|8N~-sOQFz69kwCQEp-W!3}bIwD<OC-|ex!JLCPYObpze
z9DH?Z`1P5QH|NIQUYK}yY3k>vES+Us(~tM|=}l@wQb0C9>6Wh1N+XDLmjaT~IXVTU
z8x#aVrBS-O1*D`)q<g^F?$7u4zaPMhNATK!b3W%>@9R1a!Htqv74_Fwv$V2vhUkm!
z)9A%ggk<f_$$Y&wP|}-zT+d(gCTowo2K!rW01>SPX2#h4UkjxWKreTKS(x7b?Ha1Q
zf}^^BjgRxRw2EBa^qq5aQ;Mbcn`biIOukt0QOVPWc*{)AVsy06t{e1n5=GSOsR6_*
zNZIdT{sH?#&aFonMaeaoH36nm0R>W8kFT;fOu<u-TOA<nS=B+|{&*#x86JI?LFVS0
zVCt=O4kbq8PrezEm`DS^!0u|~o(9+kk8E{!7A}a~5xWGMTqI9as;VZwZtE7c=yUaH
zM?0Dl2R5swY0B=z-@dM^_?&f+eO8t2@DD~6j_7bG9payrmSHNN(6w&wJt8X~Dc8;k
znszhp9AvpTjT>oJvNTWn^RzrItP2YS06r2RKXAQW+g`}Xr#|$sd}<2k<5xCY<!u2X
z=sCjkO?Ys)txT<UD~A>x?P`7*JrWP7AEP4D#O$;O&s<h3T!$<G3zDSXZkq?#c>R_~
z$ERt|g$`1DJCV|cF_zaLx{G)xMM_BM=|yi8k+yAU*&n_CwSgXO3~sZoa?u+7+qk(}
zGW}QNZEANn<$op?0m9Sh<(c1idd=ZnfiN*5+UTbZdor(9l3>2C4-wcx!4mKTjw=^G
zB9fA0`~#uq1Pam?W#q*ye`zBAfcARBi#@m>o<S7I<6piA!QW{QndjcV3_gRr7##?)
zHtzwwC!2&o80d)~*vj;Np6iY|p?9(!sTX=_P=a6Q)!9Pt$De3$7HCxYw1v)7WV?8>
z?i$U~Iem9GOJ?zbcdNGiJZ;%kh=lVCvd~M{{NB}CyhdGC6*E<G^?a(!p?b~Hd(UH&
z_>YWHB(9nZ?gwn<GwTfdM9Z`npV35+62!?Ev3}|F9v_o!XL5nHuMnNK$g)AgO)rvN
zTsr}c{CIT)7d?C;L-jAuaQLn0i~5`uvOng8g9z|Q_(ylDMa?f6V?Q!28IEc_B(#p7
zZ-$x{D9_vnN(>9_{TSA8*zp1_=|lBX8>k^0QzaFo)?OesiWN}^&5U_U7YufIPVoL2
z4N|GvcAkXs5+EGD#8k8PA$8~#c4J26OlgF6;Ocxe+pH$c#GEQcB^rhjY_KkE0g4%o
zM@j+Wv02f7iHIJ3rsx$enxmnb9qOyEJ~?1~rU1&Ac&$aSTNC=oD?BsB|EDeR^gsL=
z@1H<NybbiZDuV)ix0@q~z%C)IiffS3?#WYv2lh{*<`U#n1w((`KKF;I9rcPUW#?#m
zR+F=Poa0a+1t@TT4VHMjalSECi+>;&v#G-O1*s|B%a*HjQm<huLKzSi`^EMncV?Lo
zTTO&6^s|7Pylsy212(7ZL2I!rW+-qd<Pi<<NtlKpP8650Q%N8*tOHK)t_oSDLlB0V
zDH8bu!pL7TH+I<%HS>9(kQxI-zv#K{5+#F~lP=$#LVTZb5QK;`V&q){l*7L^GW*1q
zeWoimBcv$mVIJ^*@b-k{`WyNWd5;kpp9>-j6zuNVIn1lnG|}<WuRU?@?$&93V$uZL
zIw7kM@-We*e60!4Fv;_L##V{zh$?6B@B*Be045Vv@9s-um<f;i&gMIV>a{TBUJpko
zMMtqKDV6lHZL&*o33>eUh|i86Zmw_y{mbbyk+g@ODkcT=&NpxGn;q>g{dIT6#ZG9V
zqWNYU`Q+fHJIp9WT0nTT#uS;X!i;}ti>{#{`d;c=GiSYNPYCUxXe;3gOAeXJmG?^y
z<NwqL|EiDu)mDQ&Q)AH3V9;=bRzn`^s6NzsMo3`IGbx*ITcFX0?j}8k2opr$0|=u>
zG8DQC#p|lh%4*2V3l<gIFg5SHMvuft&S%7XF!2lq)wQe&b|C^UY<q!#;<g#nv%KF;
zu(!E4?mkoFro7|fIC!|sa3V=_rhiSMzdVCRygWZ%{eH1>kcBh=dXOC4+=L#Vc->1u
zzQvn<HM&|V{!^wOTo4A|?>=Z;GpSW%LA$*PBMNbA6ZoUJ7F}@RBRxBd3AE@}zsu`D
zn8N<H3C?-iO!#>Yc#+u7@un;<vciLai2|*NJvc#1ZG=~9khe;ToGy&~W$@f^<=1L$
zmOeX6Yqa>zhxT~0X0R83<jNCN<#jW=$lWecd%3ujm^A(-IBqcdO|tfwYmkT4SqjiJ
zO!17cs9!g(g6OK7wd=I2ao)T2{q^R>Ggp_fwg%at+w-3K-pL*NXdw3HcI4T(0Z0<&
z^TTY{QF7L}eNv}YM^D!L`5%+a#q2b5Cv86Ugz@-TA`CO9uyCIvnV88N+lhXbC*8&x
zRc*wv+IV|<mXC|&@XS;2v?({}$eAuJav!CsXwdJhlBh<0w1=)_^#vAUzvYre7=Dv8
z=5tTo3CLTjd~*FXUQwZ4RC-5~{FlbTEcZ(Il^`Eskw_~2)8IooCy|%VniOfoqQct8
z2k<v|G1>q?7Xc}kW(qV=+K*1QYe4VYfVJ-5sGLfO=lM+g5*qv2<wJ|YhQn;vn+N}K
zPF@4c{|SGcel&i;jG6<9yC7%Ov)kt^3w`pR)=}oYEqQ(;2$ang-jxL91-L43>s$EG
zZxh6g*ZM5bP9T=gzPH07yCGRb_+y2Ik$hR{9(cR|ZViTVm%(7N3toRnES|16nTaZ&
zA#%_P#TYtjyfFH9CJs?yiP<4KN|X*ey@-xE_LbKiVtO)`jMd$a-?J!NM}XDefAGji
z3wyyyx_!DSYlvn0n{*9A(7$vJLl2uz#{Q^8hZovM1mdu=%0@cJX!$lFy}A{j<JUbp
zm-Wx1R2_`9y5h8{|9XS@{QIi;{na}ARFGQB3$Z)lZQzAIM3k#pd>Q0wrLKFo1B>Wd
zA69=gMlj4tors(#EvG?!H@Nj>3wDAs1r#zkE`2KJ9)?<Rd|Q(cLvbFrl^wqd&tbsy
zgxqj3qzym)d$TCr0pEdHGW4_RCSJKCvX1`7$?~}+yh7cOhj|~j>;!#|4kL2p&bO7&
z|F09YRNg1Wu2Q1mUei~Ny?>sPxCK@O@PIaNc)VK)Fi0J8D&%n}i~}oYBb!_WNe#q7
z$-`j-JkpUc@FmVBejMBVexZ9j5kZ!^MsQfBa8EI7DpH5Wx|Sj%e#CD;H}tFWz{@a&
zVI4z4;!5kTimVu8wwiabVWAMR4ru|wQ4I|e%Eh6chN7R|R4aphKGpZ&OQtN(AQ{s(
zS{~Ucrs=lO9}*=Q>IV)7;lS;+lEh<R<A1}!|G<XBhS4reqwuRLl;)8MAEmQsn!9KK
zsU0%m;|N8nM1oMX&Ne(pu)`jQTs|hI&OCLSh*^n1Df(|0m6D@WDAd`5B<D}U2l}iC
zJ&iyaN`wBM-vWX&8gHp7^*fc)1t}hDh`%F5a>gVxrtnVLYKj?g5HiOTcJ^5j<Mn2S
zhFP-2;($AAp-_@AJ7?g+*0(jxF=QDEmfctE*bHyLe>$bPGr7EEfev3#{5aFv`GjIf
zL}-97vHsQEy~(DWW2M*Y+L?w_4s?m4#f=OzKYq0x>JlhCIYD0iF1|GW_awk+9<n=v
zbC*RtTk?6E;USfi<TwJH_a>V?3XN|>7;d9jmU&WoRds`76pAwrHo<)phT^i7f3W&!
z#LC{Jn3qRXT1bM6?Fn<^-23Nwc`Js73(teQ%uEo!<|LPvWmXQ1-7mg1-p-l@<%})!
zuEP8|u&dIGTYnBb^7lLry(IYGN&x7$LuI|wk9+Gt>TRC0aiv7PuF(&}mt^r48e3`a
z>}bgxHX-63{(7~4II|8n&zFnO+j{CSJ#|O|P`a<w06cxV2sOQinto3J%m)AC?ZLQ$
z8xQchfI&h0_pgTx_p!--vIzB6*eMeyH*gjAZ|uKcrT@6vg8%i1<v6x2>E7O5-oU)X
zFw^s=xfO&T<)o7o<=(ak&-r=%yj|cR$94Ctx%&MU`|v*A`eD~V1p(6cjo<#o)J7#=
zw<E3Xm-y>7lTaC*Q+aZP#--WAop6LSV*2inC2a=;vFC&}a=krkeaL^|WxjXRG`SLF
zQ@FETc=o$+?=t!JQs?Nv>OZr{u_A)s2LDGt=qLfwDkKr;<9}X1e<HTSzG9y3cXj?}
z95>j|;%0_u;Plp{6ftLhcQLl$>Ma)B{Nn-$u%sOe^gkg*V>i1l*=c{sHWJjtu0^Zw
z!OTo=kJ0}?0i_|0&F4%owAJ?E!u06YNd~P-h~yL0o%@wobW_2;QwZ?N<(_uWr#IE>
zv2Rxl_YcLJ5=!u9y`K4^`uLu^gy8en6l<}}MUym6nGa}~x{Qh8C9%hlgcvzXs%VHZ
z-sl6f4m?4cMkr%g5(z-?ma(cCwEN;=xk-Ca^Sb#Vp^rs3yI7&?;NdGWp&pX&G$3oq
zX+?z<N>T@==h+ZM2Kh}a0E7N0dUP6oKGR~gtuD5y{i!&@0{caBS2Uh03AF1qAjOoe
z*)YBYX{-Nu@A7GNQ8>G#qI8$g)B<n%=T!Aazo>RYj0-z;dEELctyS<-uV=R`Pd-Y^
z62q*bvN^-C*6Xb<6NkdFXN88BU2(^U7K&()9}kt|&vUNGbg>a9BKlnTEaMloxIR7B
z2gVoAc6nI%*ns8GKffD2pM<8E;6MKfw?vw4nNnDdxc-6OB#-xdwZ=#h;g{YHcBLH8
zFr6FJo09xNyI*!rCBv=(pa^7i>}S(nT}}p^_xX;(y&1g7SI_^e$s6wb-TcdSFd950
z_6&p6QXM9KXijqqa}c4fernZ&7$8=Db1cFg`3F>yO?Fii0O%0e@J5M`NS&6=()-HE
zTFVX?c?rF*fgIjl@vw(o4USCnR|}<npYsJzSQ)mszU^PWl0BIqKisJB69g*1q8mEg
zLG{a`P~*GzY@~b=!pf3AL4IvN<y+4_N7TGj>0X5SS_uE#S-%JOJDN^<BeXngk~C=9
zlJxWqfH#d(_ZU2$ZnIhqO1oQy71J0kzxu#-n(2pfs!9eq1b7|t%sM>Ac639;C&KrW
zRDwH>@w?q(-t+pd$;-m2<du4utPQEu309*Y(R4#z^Q0g%HF|8BQxkQ_t<Rtap(Bw4
zx+4o}^T{4m#<5*mg~!HJ?jK^mI(&q0D^kY2mal%J;VeZt+u7qK<Zh-BD5mz;iZajn
zW4tDwyXPRh)zqUvg0OhygOH`x!%fC+XZi{94GtTH4<o8dkDZ8-w%VWeABci%Y1F@)
z+RvGCO*tP5=RAq@V0%7BFvRpURM9rcnvunc!0rUd&cI~}jj^1vswNfdiCmo>cy{op
z!lq78l~==>GG(Hpr@(q$OQ^bD<E;p#ey>vcllLVWN`jQ;0})#}3LcuGU;^e+IGl!n
zAnciN^*y#iI8+A!#^vB(C=Rm#p*$)Y`VRRU_cyog9rcrsdS$<&H>o~OIMw(SJW0Y*
zC}^Lv+|*m`cTnU2K1C!CvU6y*6#k^)?efcO7*PW$yWarB{f=aviK1_Mebx9+$BO*M
zVImckLgTl~@2}27ge$3Mi;~+AY2yRFE0@$>I)S>pf#$r&kYlSa`(6<~Yo3bQ&4=9^
z$V+@>GKeky?R-oXBOZm7%|GJfE<}e1J|nFooAsIkK-rwKY`~s<tFBIWa{?2D#3UtX
zB_@t*YVnQ_$Yxng8|yCX=|9m~5m^2uJ3CXm`L^=%vhwQEwduCOv~^MI$~(!abkXZG
z18_!X>3hB>fZ707fo+&+6{h#P;n0&e&mm{QN2}iXx5)RrG7G-SJpS+5WBfS-oJ@l}
zbQ;44wGQ~`Rkbm<$DbQ1r~D~@-P~uqJAr#c!{mzbupO+>dzX_0x4s{3SOx`^73GTM
zz~I}!@}N!^i@HTsFu32*e?i6m#@oAZ{?ABj%LobKd<L;6AMKW`;Roz1qcxkfUhNkd
z&oOHZi6Y~|v%!_$F!Ow?u<Vd+M@&{TAu5{oX3>IiKhW>zE!RC<cVKGxTgnW#q$Z7%
zYiSa`TsRdc$5aV;IJx{~19vh#n~Uyb(8I6VCsYbvU5kExA8iG$3<Q4D?{@qbEdaxp
z#cX2RVa}b*52D;3pe3Iu|0B{1s|RdCzd}H^Z*hj{*kFemq$^pBjZ!j~3;R6`XL_!@
zqixMK$MN+g7H_P#*TN6#Esnm1_<C=MHRr(c7BO^H(dx|wGH!=w!vXEh9!!`JZ@;VB
zVFyHW;Pw=^RDtR84GQ@!iSJFIuhl_#EA=XDdCADv$?35EB1@`5Z#JXPA{Taj@&fDg
z)XW0*H?V8z#?5D{_fk(vv!0v1!d^S|T`INYS#6FGBfIYX_zj!dPpk)PR`(i`Ici0y
zM(`e73b9}<$&pZKAQiX^QT3IYBoP}LuBqAuE3UPPfb_HS|57<tWZ&w^5_ghI%zq|3
zM?f6L2;q3~F6qDkUcWd{9OGIn7{610C-YJGR#0;JXkW7MX#h9jm#wY%*iC7scBhuY
zeFkFVu&zP09(t}M`_t4G^oBvf<m;=#qH3BXPz`hN*Ur7n?Hor=(Sz03Js}flE~Rt>
zlssK9JnYstKP(T&Um-6*jW&1u7+>H%P{ESy^?vZ_T>O3)!;<Zuc=NGDd0FdB*UGOX
zZN*5ULg7N`|Cf5X`t!Q6zdtAZ&Mx_kMV0bB+J69#-yuBafFvN)bkh9xmAey1)db(G
zy>OlI0ZE~3<0gKPNU1-yY!hoHtY4P<;%as-sGO6uqU@XTL6|ttg{YHUP3pA!!>73{
z4x2kr8@vs1ucB3U|G09_euLd*BTQ=eoNU-BSzJhH0!x#7AsYWRp0tO_Q+$ybUCC$a
zzt7@dth`IkPg@R5fjY&vr#arl($T<)1zxQFp!?0LEwj?j`lz}1&l&spnn;kEsKh9%
z_IaF%Y%J>{&E0X8Jhe~<*VpI5C|=<N)zGZ3`<K2g_MwC1C|UZWz2`KtdExCe(>33_
z<a48Iq?{JWHhw_)`)7$hr<`*w+g@kS)a=~&$Np13epp8QMa@F>B3V^+mtvD^A!2fv
zTJ4#!_Pl`J(%gIX7fH?9-o2z5r<!-(|I+hbs(fHaD}^Fjb+QwYSIXf5hs-CCxU!^a
zzjZ-av11pxvw^OMzGkDCPtc6w!A)dh+Sf0qJ|@d`*UjI2)4S}sq@0rv;?zp-Sgwq|
zEafzv8@%T#y4y0*?Gb`!x<ZXWU5E*pn|MJq6gVi{0eKHrW@bD?CPSQghWn~H@|9J2
z000i~hh{ma4_ZCvi$66KE!ZM9@)UI9wEJfF^;;O(H|uW4xnoJuk4(y<g=K7PO@zI5
zALqOY<`e_PDA-e074EsD&JD9&RIA=OdmwUtjhB$ReF@*5X08pI3$u&xOz?QU;Y>6^
zuE*g?ul}1f-I>Q(bb{PdX?xx@nNSpB`#uA$EE*!ucIGTQz?dU8yp2nNE8ar|PEy?b
zZ%P0sC??bxRXGyzq~mhi;Sl0F+5Uv`B+I|-m-~{Z;USeWJ@lwS;GU*NAU>tZc#jV8
z#}BbAR7$>rlrLWq>pzE*r%257yx$TKz@tc_0JHV=fC1I{gJ7pIT?b;WgJGW^T_{;l
z1q~#)clW(!vt#mj&^IrPLVLnZLd_@LRFdi7VJtQj@jQbS>WGrxCCyj`0k+x@xnnXR
zin)%gD2Vl1J0lh2?k2adgf;FWaroC-?!7*`3+=E2WXyhq%04(0D!dk<D9*uyWY$h|
zbm{$(U(`nAc=aghZy;}pj2lGs(uZPl9cBnjt2l^EMc!>4ZZHUsDuPT_sCP=W@S5%c
zo>mwAYm&%Si0WkZ?nx}+WgVr2pJs1~8MS_EJ^NGooX?9=H2%4zORalBcR4|KCapn>
zhs$p=0{VAlr&y06c{0rrA>t6=K7Gimqj`KxQR9Y&&7ybEu!?54+Keg~BVb}Em}MfA
zt{-F2R^@Q@AFg?*q2b9UZhDX0C+w5h@+A8)BqHqD!wz(K5XZ7?t|d&hDv1IkPmKHC
znwA3m7#JBu#hmyNdkXSnC0&1pd;K73RMNWU=Z1Fo)?i%iFGJRMqq1E^W`ciw!$g}U
zB5*OdtWe(Ziw4=1S<JfJj=G{5f6}=rgC`&dq#Q$h?4!-IV8M1)n};j|9B?QUz4jY@
zoH*af@C1%OTN<lzVNtNpdK`YcB{&<8gGe|BbcQBWuO}3X`@3D|6e4yL;6g5k1_3>$
z?C4V98TNo88M*igm>7s$lgO5sU~NwXJsdpF$EN3&=3{4RKChT&2RL}0>@Wb&{`Hrb
ztVD|=mmpu4+wRu9m0ZNxWMpl7Yu)YO)>#4K?THV>;%5ClNX~NOESfLy63Y1JcE8B8
zK-PCVg<Gn<wdG>1H}Pt`^3K}lIxnwROmye)`}iN@td<7xOZ1=P+LWLbro(GTi~fzV
zbdVIo_>cTQj%BiD1`>KkLZ-SCDH$`FE|qFp90~D*aS6}JND_a{vy7%gkN<qgFCRc;
zjxZ-=?ZA9bakpu{fB`H-VS=p43r^{VNBRADNl-vgEu3oYo*pAt0eB1e$1cQc25Ne8
z)>G^L!`bMY*)zfYe<&aB>f7Q*`LY+UKr`>y^lt;;%{B9G-B<d13|Xa5E{!?LMO{qX
zQ}5v+pcrJ*%i_=Gy_413$C^_Jw-LlE?~iUTZSvkzyW=b>amy{fKDmd54C48Iv7@K2
zm>GO=V;Dp1mmjqxl+CqsQFxq(Vcv>0q|^s)`Yhwh`c2U2n|xhJV-b%n%9R%FQSTuj
zs9GzLYuzgyfgBac2-8o!ehJ&^#33=b4H7wj=^fHpN9@1#rJ@sd^8En(iXepTYq-q(
z_(JJClp|ha=&`Gfx4aly1K%*J@PqpZ;xBimL4~?@D7rsV{qY<M^1`acfDAUJqIH(&
zeH>G$9PUIogs?<)7AUEa6<FMSHCV!vWb$pe&9x6<TI*K2@6F|}afr%1kS#S5vJT!U
z$NnDa?|~h>Uary79|}8~E%?Ba6q;+Wq*l%*3ls}!gCR!!UG9slvhU}TUAK<hIsS&_
z2Ox5`%HmX1a`mluO{&3yYjGY!9lihFb2=ZrNKBs<;%Wi~TF9a9OHhdZJ!j@7(0-WH
z!1&Joraa|8N!U7vk^ozUn57qsXX5w8&L?(HMr@RFc*;c-ScU6ApJDo0lp;xuy;u<u
zPdM-*Iv|rViJf8A6hKXv9%id@W*PomH8A$^ZTjFkoq}v(U^=g5BMWXYhr^pR=Ye~C
zU!zD6gDUyfpXlfR+H1%His2kN)okQ?Kqi5PtU#;_8?YC?__T>D>X)qfz*<i}N&-(h
z^WmrMIzjaXad3ugr=3O(T|lN??T+tYmP0j<<tnoeh5GXSbhI50VX0ls2+fdPEU&38
ziCk!Way8U%%9+WYdCruPKCBln-Y%i0N=1dp2(D=SFgy&pq@hNe@~87ry%jM_+xyu6
z?7@P9A{yuS*vjwshlOqlbj4{D5q{QbVpK^V%(kl0Az<n4dA!B}<yh_k{`5H)Y~!po
z)&{7Cn5BJQE1Tkkae@uw9}@J3tzLs9@1OtWieIK~Q|)qjaMZ^3%`?GFY@M`*4e;@v
z<6{f^nEq1WAviKY?$YWg5EC-F8*)n7!%v)cwG&IS{zc~{hu8355-j{}K*FGQlTP+?
z+8Cwk-wNdKVnRYC-d5xW7A|suK4Du$ATq-LbeRqZtrNvZ$b^c!z)HYDABhob^6umC
z0Yt~s69FR)6yQ_(N@|W~k$fbL8;0n4Z2Pz*wb<eJ7HwTxMss-uXm79I#MoX+D#Psi
z%yQc(2KfzxJZQt@Ew?>6G*7P8x|(O2b@@?;AzXvy?kqNs*L&x^`8Ovq(_}QO6o!}{
zp*C1g<F6r(o;oA)MKR;AM&}biqn|9Vz1z8tZWEVE!~C4a_{zbL6#yd@4pt!hZ|GwI
zTW0uvEdeqV3RNfX->s{wPdFd_nvj<}vedHQiq0j8Y|Mx|{hmrC{lXaa%J0M`tpu0`
z5c=#JFyp<DxqE2E;c+?BZ$J&dhsJ-0#X)y_bs_#_Klmvl^%jJRzNQG1OITlp#EYZw
z*I+~hm?G@WixrU(#JTyyess6`r!m^6{^oRt!B%B^*PUZKpsJRMm22IQo#84BVJsGY
z4Eb(Sg(5V^;-$BSitvN4JNki;kZ$fLl$9e|%XvBeLGFj&(t3TwUItg!o^&2wx(Xar
zT@9wi19kYMHkvQ!@_1`S#(yiGUj`M;k2o!@4BQ>pmc865twNu0Ct=oNqcO)@pb#u-
zYX#xG8_#csLQkF*$hO=r0!6&7?s~Yj-e;Vzy|LBJC+PC`(6s&#LgQQ}{5txw-#@$Z
zt?+*R^qc&0^Y7m>%Q=|1#*T(You8?H(}?4bNgRs-Yu_V_tu<y9uVu$}SYnV-p>P1f
zCSavMlP6S2{s~<tC3)>*$q9QE8&QHkh^_?6HU*eoEFbHtT)0LM49EImn5)=E`Y+X;
z2QFVL1~37UWvG~6j2-8{WrAZvN-Q%EFiS%L@@K7t^nt3ssRjQj@Atp1k!A9;z_gOC
zn3Xqn%?^c1zG~w4B~b9Dmr#(^dT}}RssMWRI|4!=9N@&%?eOQ*f3jEpll;Z?8``&u
z*9Agm(M#9&(nFwLa%O=&E=MU=!VPrhj#-%soPx$#UjZ<m`c#_N4Ur(A9h51fisl(Y
z#CX~cL=1vP9iNe}53t`fCK^=zVz|HFkQ3Zz_ZAeMqmJ<7)VUJ|zb2VuB0BVB!>8P(
zK0njhU|hPQPWX1Y<d(>)aw^wn+LAaUT-7yO^KY_xY>=r`UM@UT*+_dW*4m`7TE5Mr
z<dFPfY4nT!NUP@j)0n2BJ0*ZTpzO0bpmH&|GhoBF|L0BxX8Gw>Ur=_^*4MapR*5o;
zz$2zHnk=OaYp=bMF0JIj(wV*m#TN9%Fg*HP($rpT*7)pX@N^3PSQc$-nM@W!%!TQ`
z8$=M8(h}&c_J(g-nUltAXSTChsK3_YnpEAyso-)Ie6+Fp_++8U(YJBzmMGIwmzC6W
z<P-0Ns+^qIdmT!CHiP$CZBX}Oa;BHaTe=cGZ_j0MhJs2gH-h%Ts%LmPiDhR89*2b<
zVD8d4(2x#x;w9Y3G0>l5nS0!lb$Y*ke$!Le{@GC@tNgUQs|;~#K9LOHr5Nd6WyXC9
ze+p}#uHh&g#H)APf#MwBe0HmkOU48&j*s5w>_Ie07v(=uB=Xa8IU&n+=?;lLeYYMx
z^$DL=Iv6S|b6McrdGpTRY3l;saPO8SLU?Larl>l7KDpzz17lx_4qT#Qsv7)Iy5{y{
z3yf@EM9zM)Tz+n@f|8BVj}4W<LCd)ZwJ3<)lX;^|8bekDjZmN<4zGd`1jpFwP=#}#
zLkB@UeXOFmR;SFd&$xy^S97E&N-z%X%;CM`UH@r4X4+*mB<@7$P_eF1-dJTE3i~;r
zXZnJYcB!kcuKLkFewVtL`16kpk1urhaUVlIrZT4rjeLGrb@}|aU|$I`A!mwxWH%+9
zG?^3Xxh?#35JW7!30(lBTEan-z7HYU1H>jcHA6IEU#pd0yqy22-(bkc?MyN7x&d4W
z9#Y_`A|!|i{RzFUb;gjAlXY%DQ=Biwhx^0m*w)|zB)AmJI>!7SKXn`-+VYPYgzk-s
zLzPThmE@IP3Q&}2h?l@4<e+rOXHT*Y*!X&T*s^rOVq;msN?!-5Y=o4bd<NSRZ|H#6
zVDO*FQr}1x0t~Jmln9OQJ)E560~eQ|Ikt;U(FrqAoxLiNmG9mvTf00tk3PdN-p3+?
z%MKr0Wd^ottxLpgyxbsj@8EWRwXA0zOWI)f$>snPJF$a&7cGAkb>$2sF&)0XqQc6p
zf^uf|k#c3`dKHMzuTqanDeF>2UmbmKc%s+D`#^V%JTyDRl6fyM0Sn)NIh&Rxl61!7
z0ibIKMASC6DxxP!neAzR3Hzg+5=pKaPx`p{=JN8Je~wS-89px<(>665_%H3<1)1RE
zOTq8%9ByvLFE0)*FAtgm#vA>|FMeJ%nFW|>L04e_!gTeYsaTR3)%`N)%wMy6H?Ar2
z17+1|udg=%@Ok*BTn|9xWC02W1)^1kuQRr~|KDN?kC_B_4d;KugL8pa^|%g(S$_;+
zd$?(Pu)VcUy=l%f6j1ncRZVqG(M~z(WvcW`{YxdUUOg{;i;Bu96lBHu>z#|!U2UEw
z!mGg=)wy&dtz`dq4}Jm*4RJGP@FYQZ!?$3-K{f*#73R}!?zboLeumf9$9+88Fqe^Y
zi-ON+#md|e-`90JCGYcTqnj-l@pke2URUjHA-_A_EzRDZtkW72<%)rjA#V71?oL0C
zXq19Os~~j2bVdJVI#rI11JCkT3#Vukr{SYFl~_lgo$mMmm__6HJS!ylWR5i?a9uql
z@bm;BbFqa8xrl8KyyFhRCYEAOOe}79ToHHUE1jp>E0`OE^w~^1w$A`_dY*wjbh5ZP
z(@R2M4}!3$o-}@@_VZoV0GN#L<z0NvQJzWA*~qVooHM{WQOTExK!}}o4`Ljm@_?ZS
z6+L`VIwmsv=68W%IcEV6KRw6L!N{Qa*0V3q5{8pv)gTac^6FmWIuxiDfWuQmEWd$C
z?x{Wc?gvDJ`Qnd%OWvi<$)Z$}DESx)12RFVu{be>qbd<K(6|22mqh&vWY#v011d^y
zT^Zl*$RDl=!-Dx9o>Sg&6Lx=p7xLru<<O(C*j~Jf5%8Y&gG<4;x6~Mml6};@S`YN%
z18skQlt!H?BQXp>)jR0U+SXw`q?3PiCdf&vVm#K?K!0VJJRCSVFi4u#rxe`MX1e|M
zSTZ&dLZJ1ikj)I)mehhFxWYqtQdW2j<uGb&D9EToI#XOe;SSknS6qkBbomc(wtamg
zq-)tZ=eY8qoawuT@eSj&{PKL+r++<!L;dt*RgxX&P0;PJBQn2oR8iC6(g07w-?Q1w
z_wQ@8=o<Ixb52j%o@U2Ny~r1sX+WyW4}k2{URB|Jfy(5U-45M)e~ytuH8cNw0Ff4r
z;Y#T>vu@qGmYWW>|FTNh1)D5meEQYMrbOTixEPN`M9VwGwS=Ed!=ZbQZ4Y}R){l^*
z7^qolf740zmxhDWqJ7b4o)PJBlR5SnmutHyF}O8MZSOL`U@xfkfqwTn$b=T}jn1op
z9(+<1n+ltOzf-WJb}s5Hj%7e7I$e1+NTJD%sFHnof+PuuC?g~38m@eFqAQ#1Y`|5;
zkH*g{oIbHRducF_xW_j7)ay-X+L%d_LS?CZ((o-qFncIJZ4vF-Egv6`+6+BpuP&JI
zH+|Bf@+q!ps%@CH<zIKu%wY6ShQiVJ`l?uwCt#`Af_SGNV&8OTT!Lv$q$mGe*LS8s
z0>>?W9}{{+%sH4bJQn_4w>Q@Q1)D{B1raK^{!0FLvdMMlz(u~;s5E-_Q&fr&S%T|5
z59u->oj&E85lDoHhlj1{-lg0i$k1moE;$j`s%{k|nr&r6Cz@`x0Zc78=up6q#>Og2
zSnZuYx;n@B4j%<9txWGZ@NMyI*@wau%75w*Bc?sylTih)S}*+kNiNzJuL+190JX}`
z<H2kV;qW5By|jcmJft*Tc$6XAYp3C!HMKqR!1H&)W2f|i+{XdSxwRc@a0uRUvQIYQ
zpoP_$f#9)DRUgfF%6ZH97%JDQ-W<~tHj|dlG_bCk*zd*<UJbU1yto|Jk-ThhB?<s;
z;ZtI+f)Ye?z<CJFS#5}|<=rGU3~TzuW5CGSUOM|HL=;L9IK*9AoM3n51U9xJWGp+C
z(%X6{7>@(o#7G1L1&SIyu>&iy$iv~pO1Xm(6yQFpL7_E9;`-Gj6YAq|vd%|r)HPj_
zW)5c8u>N>UL#{`}1n&Zp9I%o0?=yAw6)3vWPml4pVB$1w9lfx%8(w<8r@Z~y{a2yH
z7$n=w1_Fkb7kN9gn3m*ix0nrF-8)|>NgaLo>RdbU@c4N4!<korJg5&5VJIF#SOuV(
zI9SUDu1|8SC4D8%Ckq@a+U&1550JNKMFxr&I>3^uYMJLQZ05%WzY+$Z%7`(Y)&Sb6
zko@=;Jw1%+O_Jt-S_5r~-HV;AAE{}Lj^)u>Gl^niW8QVVQq8ls{$ijTA0p5gDS7Tg
zx;esK*c|@u-iqf{p3g<TPt*9-&oQ6o(2%*keTmuMgy?Q9MFxTpLz(C8FJ9tvTWD;i
zCfIIn3_u36-j0%xB6@6aQOF(GI-?5`aK|V)!XiRrY5_*Ih9Ju35iSsvL!eY+10>Gb
zb|H%AXmuY#u~v_HgLqkOo^U&{vj>PFt^(zkdq0MO)QDj`y#7C1HYekL^;ZlPlzj;-
zKkS+P=aet2e>>XObX1q`-#~H(8Mnd|k)1*AIuLJLrKdf;dX!Po0Cckcdt?>hm88yC
zGedAtR_>%{5a34zqqhIRY2xIdn6(?*qx!++3d+NZjqe%#x%^4@AM7FtMXE>vQ}JP=
z=(J~0)lMHyGDI2;j8LP@SEFmoIjliHR6s7B*|hi30%V)rd&4BIUwPUay>FHdMz5~C
z5ly6jyA<28r#2z}|A5AFZh$>`5X#tgJ-%}HyFKt|5qlGUgf4YxzbXhphhtBtVE3;(
z+wV4Su{WQN(8G|ni}97nsr;LMSJ@MYHUg7Ti7#|Aal{m|y76=jdvls)VLIm<;Imc#
zt#{Gsi9rT?egQ1V+aq)b)+C6nT71#`+@jvlOw{P*oJHo;`#f`3Z9eUo(fD^7BqW+O
zMmD@OF<2ZDv(S5y<a9>Zt~lEEst7=iaua<O>5IbUkS4H>!k&YT$nl>>0}I7xvdK^}
zx`<T@@csKR1-ay2ex8KLm>vYqVmFCRy&(Eh5L+no+GCYw|JlfPo6Php(V<#?+qs#^
zM(Tr?*B1pmrys#>#m?San#UN|y(=6t3yW{TJsWHBCiqwQnrO*a`R*Nu^C*a9Z=xrp
zmYbzAauDR$iNa2QopfpR`O(*QStx)F&FGlmw+=4|4LSbX9ltd!)l9y;KxZoz%uhx=
z<H5)YTJ7oG^fO*<I|O_bZ^+K6yVa5O9FMRm&eH1zg41+U*LpB~=kS)6$|$@Frp+&9
zoe!V?CahOa{HY!3$8yBPb+NU%Eqm=+PnP$QoW40srf)-KYtOw#Ek5CUZ>3G{>zj7^
z_AtahTGJw@tp<UA=iL4uvV7?wjKMfV3MTcwV((bQUM<F9hg;;V8K1ZCJ-UGVWs`h!
zKH*61P%mf+^Ur_gtk~*|<~@bPSzmB~mn`h+7pqwIX7x1f^q8hIjqjsCOA*%?Vvxt@
z-?u~#@58>5ETkD{jc4y1XH{m`UwIV$eo^Q?wf$bAv!znO3LSVD{3;bdU>l2uR8QCc
zMGuvyl{XeQM|q91Pn8F+Bd5c{RbzjQOpXYitWMhH-8Vk|MRX^U`}MVU3+!BgFnHH-
z)w_Fkr`%Djy`oA2pmKe)7X!w8W%^On(p*{sUTdpoe%NnMS6^RdpGC3%p=`3sRH#3E
z&3!+gC!F(1T8F&kE=~%CC=W*juGK1nAS7A&KdJmNY#le)a!x5qUBOgnJv8vy;}3l`
zMvNH_qO{q}+xTp-q0m5qMXph1_K_ly?J7x6-&To_os2Wi?_5Os8*(-z8&NKNor8~?
z8jEGg)0;ZtO_N_iE(L!Jj(ygwd9CMsBb*`FZ8zp&<jFWePT*U$$z$k2^Q|#Hy~WOR
zS%@7Ea$P|XU}!_4v~88byRaT7-%y<j<y=~;a<<`28KyBHsu@fJ>~GBY%)T_%S%i!q
z!L?A+PU#H9@YblC-;{mwA5K1>5BQ9DVG3Y%8%yFYT&f7llCC(q)Ua1p_j59RYZz7D
zl2IyWbaSu{TTuxW`6cjzfJky-$_z*A6itrF9yzKQ-xSVwg1thYInrYVJ_%4`;mHtL
zI1~?yLq*U5<c+#P5=gyN2iHKSY2V3Ep!E8O53q0n$U5qU4gM6IChb_d{WsWPgS=*{
zhm_gRdOA*(^3Jz7VYEg8#joiGBbp+S40Ba*W((nMQ`^6M#sKO7+CyWgavy>N3dVT8
zz))Yd^9pdi!#^ag_>&M_OLA1P3G;oT6{OR40x>O%B&omOiN;q4P-W-%2PhC2106E{
z^kyxVLh!Y_YU7vJB@c|e2qO=uw}QMxSQFVxjdQk}7Ys~g817mZ!-E{6h{njt_Q}a}
z85rjn7^M*czC|Ic3M(DG%b57@Z6ssMXFw)}8Q%~h_s#B{%PX_WH_~Q)_rnkxTN#~0
zw2H4AgE+Ik_nhYg^^5VnuhbR{j>4zuLU2%kfv=D6)7{Gq>0pKr+^0(!^p2D3xKDQm
z=s;7CFw9~OVu+(aD@@6H*YIOyNIEsb)cod^-TVeSSAN+S|MKtjsOZXq@;eov-To(m
z2axwH0XQm%M~is_=I^Qjtkv8+?ZK$%#mtb^H9&VuST@HYum+Q;z&QvfLu{IkZeH+z
zhO_;d?K3m%D-*9wl&nmWbWLb-A(e6^l^+4^@bd6MNfE~Yz^b_l>x*{Lez%;J^;0T(
zEm};AzqPU9^!N6H)MC}k-ovK`Oel2qQ|$33FgYYvVyArCE-Dc?3%EMbu)AAN#C0V<
z`W)+j(ulo0J;S;m^kQ%O)UkKKhx=VG*8AW(BxJV~yLIh=Jz!tC)gG5U3kf{h4Y|HF
z!0wtr$=6R1($~ihNfwyV?tpfG%bmQ|i`j9WmHEu}2BC|tuDRN&@D(QakowBA>iqQK
z1G1g$e}KbU{yO?=UCL!~jqfUq<yV(NXh@8pNtaQ=T9)b+oq#%J{542N7`S!P7fr;{
zb&Nlbup|i6f#M*_u0ftLy^Mf^f&n2VXOD}LQ0gt6LOV>q>|lxkmS=D%AYmNoY4tnA
zNvzt5s)^j%i%V>|bLT{o8A=;;txM5m=YbN(V#_Pnr}z#M|7yQuXlu(X`4x3M8Qt{-
zP~es3wlf|z!!{6Q!V&w+wP<`QGI_YKmYj=ot4nwNPsT_VJ!i`wnLJ;kF}6R78IbuK
z&xce0l^1<9Hd8Axh$gL&(I)xB@1ArF34E|C&YSq28ha+uL0+2ydOgGcxPvvZ=&kdo
z<$Il|c{vmE?H~~<!wa~!G8qc|+YR~<Ms=Bl44s|!tx?(Wz%(q#awAmU1+s`7Z3r@D
zWYj;uUMKNVSr4P(B)Vm?(JrWYXJ42c(DKB{mxAt!(9{j&u@=;i_`6kHOfB>y=`YoX
z+mPZXk>vMzsm3=>S*b!hwXd}QvQPo<P~`&mxF@!uq<j=)G4tI?^0RiOVOo^d-Swk}
zlt47d!a_$%ALKw&w`@?Rge;jayq<7+dAarTtJVE>%NZ1h{-*?Kc3l0-taPDD{5h%8
zp$8#OtzSzf<j9{9+iiWsn(7OoSJGq%+drvT7k^|nE(#|29<Dq3L9G7mVp-?KfXc<_
z(R<2-g9Le&R=al&-h)Yu&wo!AA-6NfGQuTUNqT*;`BG1HJxXM*JkVwP#g*gwz(|qt
zBPCyDe2=1&%YTrjReJM)?f~v*_*|J+FDKRVpTg?F`^xLDF63c9Y>=f!{AWQ@!M06n
zCa1zwNvZDz_-vTvB>9b5X&LS40U?ArhVUNYDe_rn;5-SD{3ehi4Ry7q)Np3u8SQZ6
zB+XFk8FM3#8ntX>95c0SNX;Czvj^W=ei1OKNIh0$MZy+F1Rrky<ns(nlIZO1hH!?P
z{u6jw4eBRggZ(O<KYt)<lRlceQM28+PsryGJ8UMj!-s!nIVeSDJ!(-+^);L1r3Cmi
z)Gp5w!r;8dmj02qAw~ewD`h(PfW@Ivm&MLOf@{k`BAHlzXxz=v8%$N*s|PKCQiTB<
zc&d*CVgK!gdxuRY?;HFapytUW*{<Fk&pLA$4OQIK@|5s>O`0kaClvks2ClZJNG?`$
zRXEMZRuZo2Vsn4cgRYuAE7LfNC@hA9-3e$M%%O6&Ptr;I_B-Z>*`9F3THSx3Cv6j_
z`1w_Otneo{5(aBKUbrYUf^a*XU@bhMTXK&Jd5=>NgFg>QCv;cOofKt6-_DaL$bv0N
zoum|iybP6UImbas+H$Ny8HgH<)0`Osr;S^CSa(#|#2l0>u%JI@H6CtU7`Dpv-k<;G
zFJ4wJT#Q0Wt2pP88TT^T?Fe;2;4ibB$Uw%29U)A?0?~%}wC}?vjKKJ}IN?9AS6vTZ
z$o45NM*3W(h2SXM`<!RQM?k{R<qj{hXGsl#cLKYeP%m6d-8pN)tlhe|bPn<NVxPT>
z8-Dg|@Q1?-+pT=AuwH&H(7(ODoPQ1rIke4-1_1#LME*WRw*qJZVK<joZmzG6yCx=j
zi;C346*GvU_%0ykAHhmV3<`iEQnd&qtTx*0y%;vu?ABF2aDM)nAcSsg;7EIv?Ku1s
zw`e`LC?UqDzXXqDO~dV{oGm&$hX*Nd(D^s1{{$w0g}TDDs*)Zp^xr?&P`!+`m6C_+
za$>9gK9fq^K-jw2+Z}CgAJS|V@N@lqq5HP64%Jz6e-+mD!U%(kRa=GS_n;Md#}RdM
z=;-u<#sxtjSo$Q;Vu$3;jGx@QU3$Og1lAYes&ToJ%haNb0s*VTQ^<x-MxQdl`eoPg
zL1fXQG$C#kfePG3<6<duzg2dvjX5P}!zI}S{^>A>wQ7}+T1^%(F^j3(xFnpf&@r?~
z2nISi?vMT1T<V>lHK18BweSlF*jRe9c$6n~i>nmuyFZBtKKRlevYmqkiZ5nSJNP`L
z?f6fKDgN}@KkQGhyO8C^6YO&9MZ0<HUAsld7B*nx5F5OahP}8s!0ycCVDHB2u|H3`
zLV~W@f&6O-_AIIW%oTy&ZVx`%!=gq~LV|Cq`SSz+Zt$C-SBDM*Xd9OQn6)<7``UPI
z_m;%M#z})5rtj)8-~02v83<r?n%!$0Pn33*UdxBbdp}LzuywRHGJR|Q!q>QrchE6*
zYlNcs0?DB`!HkSFE)+p>uzu}8WcuzSKR}>pByA0tc7^wOPY4{1AMu3(AF67hO;W^k
zOtF<QUAShbfkI$n1KqymK6tK`xI0?xTi`AZb%IW}j8l|Itg03STq<DIIt3Q>f2^-X
z%jLL!8^a->nfNQAgR-)qx4zGa!&Ic_PHJJ%93%5d4%$xK_58-qN^>>7JKlnz8WY(>
zf~%tHq_OFzLmIUmq<9flzMk%o-Gks@MNG&+pVDEG9QW$&eMhCR5f&!$T;d$^Go;NY
zsZCt?_=_R~-lhZ#T;(qztCX8IZny@=(wa7;eC;}}3@cD!#02MQ2mj`9j0ILfUy|!b
zvAY#v>Nv8cCIhrP&$9dTv+DVlr9iN#PMVxK&G*yOwgqCIko4$uB5{Hz-p!o3Hk~L1
z$XMmGs9y^fl*v{=JMwRSS%Lsu)$==FhdRQCQ!JZs+v+o!-f*;!93rDbbsm_6OQ*I-
zGL6C3h1MThyJg#Z`%RHOw3}$mxuL)v2c0}D?QoV-=Er+IMtW*==P0`!>RRf@O{h;M
zvOL2n^zEkNw#}GbT~bw|+6L1po^g3#pnRsZbNWIwohq^Kbv9*4{_K5`i3SL6xlFK+
z7tc+%?{~wc7g_&hhfA<J`_@WG+DDik9xQ~CrY2Y6=#TAfP0*dhZ*fL>t<U|j?Dlml
zqIdeE-i#Cuv($LINLZPbpe=Cd%<y>d|HhHM3f%L$xctwmj{9{5k6R<%vs-7VJ{fO+
zV_^)Gy?yZ~ScDN-I)8P4Qu6H8TSe~2AGYbR#1}CfNw(_OBI^<)>~U3&(pfy8&g_bC
z5O7h_i1$x}<tEueVaZ^`qqRZ;XX0+W{|O=`%zSxkHOUegwN%;PN_;y>pgCZ~bauD)
zhXIJD_^Bf4JGAAyBT;tAQB@bd2Ty}nb)&`m%Ou`}se?|f;zl#=nO7CJ8FNI&txv5e
zQXt~f-EolukWd*zlG!S%ZzjZIBawTiYeWV=2dR-bmxU}aj?1dyG-PhKu9jU!g?My{
zE|s`~Ay|SC*)8u3HQE72l0<H!tvG`b<<e2*;q;G>)tLuAmbi5)$b&WHS4#wSe$x#x
z%CCFSk<-?s$U#-#Xy7Ts|2@}u824S}eHzC{(n#u06L@{;!-lnVo|0kvk%20Mq$xd_
z0(eLbK^{sw6$%>B5#W@@@r%!oenV+`Sil<MoCLsA9qUv0Av;E%!3=&J&VDVIgo6bH
zqmvx@`%e{aWrv;%Y+(gui)3=(`g{~x0?QqTE^qvS0w<6ohiIn6ILR2?lB33u!HUFA
zh6I#YTnoNfYssh<{vb}*gZCC>os)U{M=Y<9k_efW&&5u_4$bP0#10LLSqpcFi^VB^
z1ZXojNJ|-@Y@&hhih}_3hTPiTD3#AD{SJ@kNv3MbJx;UL)bd2wRp|FhjTyG3Ow#l6
z_JYO^n8BEdb}4B$7hgA5-{Y?1iQcs$_3my6DH%dQ{Jf)M0{<=?a!$Vb-<g58lE@J8
zsXuMcS6Vzi1{ZzxZz>GrX?_J5@DL*Eg9seF_hA$<;>~(cgWQL}d-4De@LLp<_mq<N
zm6G3K_gf<a7zeXZh$&(Ca7`queLRo-ptXGsPpzGOl*pn}<*d2=*vG5~8GIR=AO4u}
zz0EMKNkHCWFwrZwFGaMqorFK|xU$F`eJX7(ZEkA%_w7gd%FVe+C&dyoMXL}V1&!cp
zTqY%x1V4+TmF>CZ+mT;$bJQm%6}>13r->5A>gN0YNNeN#?U^Sz&Gth+K5<>+w{>4p
z)u-#F<wN<E6~2vM=z%N`H7Ixp(E>>S{7SAkQOIM6C-BH{3@K&Cbh8+ut+%t}--m?i
z3uy7~%MyZn0x6K<g0vJd8!>V?vdpKD{#z3{t-`weeOJI!9S2tOIg52c@$&_^xBR&C
zwdg;|0wWk<e`N$qvD0Dm4n#W^hHaZe3;JSWZ*Wf6!j~X-d)=Vm>$yn_#O?W!Meth4
zitoXc&+^UbX243W%*Da=lNB@RtGkl3kVX$or2#+sVxhO)tQm~OdR(A=GRA|0PNoeU
zR&LjOathk+{uQkFu8mhppY>;0mL%A;`=1{3zdO904TrS02b_%_IPtq0ySt38Qx5O6
ziiq!RHOgp@J4-E0x>Ys$1MAq&L+kn_e&N?y_(osyzQkUfOqNg-8OiH?Ce(;?UogWv
zhU6lSQ=!%aVMVYGJoxKDDRHnc-dm<BXlh6yGrR}>;`D}gz&0$#cyxZ3iw+QRp!|^`
zI3%o~WZFT{D(nTfwIR-tJT3+~!Zm~r&#F(IqTPWHnBp&aJ7xZR09yI6<SLxNIz*MU
z7+A-(6Ls(1<OW(UMTCdt1kP#u*H-hbqEF*<<}%r`egb{9zuZ_kNek1!xVUL7eMA;Z
zIAx#%BUzCm)y&4v*V&UBIigT6Tb!oQFlkr5H^~?LZq%f9;_QigJrmF#tR>3BR^0F4
zAyz>646dx+{lp9MeTq2Ttb$AjG$dVyP2$JO0TIV3Ro&&L2Y)2Pr{nTNaKtjiD`f3!
zu|!+a=XyWMczREm#)!XMJmq3^CKRuk$y4!;<#rvQ_0}bKk^H1rG`XVx?^!v08EdY)
zp7KtIXiSlGYW6RTnrBIBt(BPY+pN9C_|j-<S6g4&O7gfPr)Nb0(3w4kyU^!%&josu
zqAx6T+07dLO3&0fo6?HVDWx?m{Uy!u@5HBa_u8~+jhsAU9pcqSzFrO+g=;%SJL9e2
z`%6ODX%a6XwqLqw@fe<K`gq4;u#t-b?WVB_`%{tMQt)p`ZJzoJZub2bv|C)=F|sH&
z#*V{F_56wXZaZ4F#$S;^!;p*8Sm+;CjZNRq13`W>f*^IhN190>OffD@`29?s@rWx?
zH&xB-Wn9>68N{?y@jEQsqQn$$gCoscHI5lZ_0;Gz(pJ$d$YrsHd?Tu|6Xy1D=$Z7R
zzxIpO{3*cRKHcfXf{S*ku!c5buv}ehA~mWZv0K~P(Kog{vYgoBYc_L|Whs1-KsQ!5
z?2+A<n;z0Kb(IP;kMv`Wi`OoT;yE}V)#h~Awfv$Rx7(X6_1^WM2ANsTZ)$J6Du^|O
z(yYf7e4@FmE(RT^xHPxaJ-v0;|810?d8GvTQvZG!^8r^ksqS)AU9p7u@QwTh>XEw#
zD<`|Lvtmp0?3KuP+GJ&UY4^yp$WKF2hbOOD)R-+(QvEd=-8-YKAC>T#FC|A;zEH_B
z&}Hhjn1OJ}q@v$e$un7qYBrIDn=1x=yB0MrrJzdva=)pf#M%CJX<=~MlYKjl|3}kT
zhBeuMZId!`Lpo#w1wmRmM~8@jA|Wj(N;i_DLFw)W0coVWq(h`Tq(eqC80@{D_x-*f
z9Q(l!c5F9SoYxs-p1XbnYW*Pb7XFtyT28KBP$ve4@9(*%@$C#9-(w07>^7S<^&jwm
zFgi<clUmiyB+yun_l+{Bb&VtZbNqvpYtS#FVcm9s=wre3`@t{!Lqe<{4ePTEh{_EI
z@2%CFy{N32hPcP~>0MSYGeXUF=*kOUK$p%+r1E^l)w2twY*nP5?tS@#clNiy^cazq
zn^VP-z(f%FLrxlo!#v6r7XJZRT}6Sv9;yo49{?JPUWyDcE?}m8h#L&$vMC4--o=~H
zc>;Y;$1^s>%7+%zQTc0=isw79&ghXLkbRbql;?nIj%k!^;+CRv-bpuRfn~4#39gwl
z0DiWVp$jw^nld;4@{kd9E3+0FY_lOJ{F%JWp-bHWCzt6u;e*_>0VihLCT`ncZrj3`
z`Z(o7>_Gy@SYpt%A4|Wt-njbHIr(iR9<{i`NXEnrb?*u;1{5R2kA)p1`(D<fd|SrB
zh@@FCq*u;@>#so4>7H89`7d^m90?AntB9-D0Wt_g2I8fQhWpC^`L-_n{EuF`a0Y@D
z9^+b@LGS_yc`O64{MjwOZ}P|g)W_^an9%=C>6@dVV~*PL=a$6_FzcqXrnM&hz%85M
z`fMBzR0fayXx}scQr|DQN>xry9!8uCgABlnA)x6Snnul*>ur4Jw}ND1xLwfRYp~1f
z#4?20_El1*KnTNkCWZ~7$I>FM4JvKnPG|!9K3Qy9msqHZ42cl2*+YzM6llF2dyn(D
zBa5rbX~}kDFi`oG0t`f(vzR1JlF$!lnw&B!UU)lNRJ^0p=bi5Ghz;zDdDQy2BVReY
zeyB}G$;3_?FB0tWDfsGH>2KXXW)aL7EP-KUTkG|pWU6QqIY_VS!8O6P1ye6a)hh<#
zSZG+eDex{65Dw3U5i8_}G!QD<G+L%i^7NGKjMu5D)9<uJf7aO8jYb5MPOBO0>$(Y6
z9@!bpPPXS3Ils}^+0LrqmNGK%YHql2u|NK|vNGM)_S4HtdG_)W5cSs!*V$IsKe#s=
zjo9B(+zJ#^JbUhBb`ox^hsHsL1|?PLg<WEe;KqPm-zdrw;jrfM^W|~y$%V@()ILzG
z#mB}WUm>Slp<`U3Vq5{fF$I%P3JAU4vZ}E83Kd7fh~gAh{_5es8@jA)6>6_mV$y2F
zq-+<@&mW}%wqLUM%vbB(fb&eS@{923#AHchts8Aul(Q=puaHjLlJ*4=3?hi9pbVg&
zD}aA*&fngQF$&;or0L*WgDT*?H=h041mOkV=3m_MeoKEC3f2YYerj2ll{W3>#I_D-
zS<zV4uy@$LqWnM4ED*DU{#o%qZ(ofZ!Nm}3=Xp(*$vmyKo~X!ChLzR2zx@PP81!7M
ziPYH?(CJSQtKN5SK-Ug{1a)WJ8$tIebQsa%xOFU2d4D$}q-AGvcY9QdXmP!$6shz^
z{Qc7~%j507bttl<;q7r+KECR4aVBDNa~`>axjvoj@cPFu1G_&OScwK7Hnv#*tt&6(
zEi>`7+6rh$9`SYcJ^p!j6zwX+WK}-DtXW;xY+>us^(XJJX?}0{^I#+)|A$yJv9337
zaM*r{AFks-d!6E$BNBqE$?vg8IO_4kRyrlbQV}wTT@T2=>QT}+;N6EKaTQ^dL^vO_
zv3>bAp(;QGNZ)T3WSr)8S0;isjyk@BT<7Y2{#4S1fb_n>b>mTP3%@tfGI!r@uCK%3
zvtI#^QuQ_VolAb$V}E6Lrz1zp1oF<?Sln^sz$ozo9+zqkVt&o~Gy8PQXTeTVPnC!4
z1YD$N+HVzd??K&w*BBO_++!B{+?P@Zna@NcdK+xi59IA+55=YIJH>j)m$^-KOWYd*
zy0bx*g>2B>OVLyCA9VY?=;|H+ug616;=TbtUiR-Az5QVpSN~e_yX45^NVpM#W=haJ
zPIjwHW{aFy*|&+>S+P#-=2##6nU>-Np7mWz#it?!HLzmLGaXyuwiH@(t{B18Z%ZB@
zlLLyAD$F2lVHU}}5{_T6q&a^7g}9PzBb>_f?+35l_T2iIxY@L+_P*nS%N>$BZtH{>
zizVul(wSzd?Dz*dA;|c3)*pd!&+;Z7ACo<sO%-2^6M5;DoGU-Fi>DFw93|JhzE_(Y
z9WL@~>BY~OA<p_K&aYXoPrj;bPt(D~XjT(dSl$z5SwlIEjC5{nCknsr4IFRBv5-f;
zh9>VwE7bXCsE}Dbcl@3@_b~cX#vqdGCgAmK@Q<*ngg!;@O{gi#2uAV5OcG#cP%uNw
zbY?Uac)I0@&Z+<0KA)ff<Fn3iv8TJE17A=)vDGdKGQ4oASy&(!n#mDPq}OeL-C-#m
zQ82tW5CIn+dkArq+DOxLx?h~#hpp#(xN2He=~>_W(QL3Q^ybrVB}(@*T<cjeJ^9O4
zsI0jNs5gKf|4=c$7;t!0ev`ds#<19!;lXit@_9Jx_?2_<Ej;e!e%wPfnYROf2n(*5
z6^rVUTz)9lCV4*Qpc0yZTognsG{^lNl5BTL+Ya+?-?tEz&A{$8xoAkzCO<tc@gB(k
z?DbaPqX4hOuH{bm1MXRlr#J7v0}lB2epm1=aB7l*eU8&BDrlJ!<e{}2JW}IgSGPQB
zI)CYWP(9L*e1^iVGwOIQ3Ax2_JY;sKJ`K4UF|*CrIt845#ZPlWYvh{kAyjWsZLW92
zF)iO8{f79=HyV}NZ@-p!bkpdC{X+e%iTl*e=UT<Z%-Ci&s;6$T?^)?T_FcCx><hO-
z%D??cEw#zCahPIwuUowIDzm}N{$N<4eC0jr)3Abcv9$A-#i`!UW#W=Kj-%hAOFVd3
z#~%n4+g+qF2RTh6ok|5g64}_>3e4(NeLSxGvX~5A4UKMl7IX~01d=E0QzI$!lPqZs
z&DuUa*s;2o^@sB5i4$iN;-X+ZVC3|+1%#8rlr<KraP9B^ftMW(kzEV@M9g5m{=QsA
zx>vw3AW`G}HKme@rEO}NRJ!YC&6xL0rC+*sFDls~ez=i?3O)5qy7<9*=x-(IvQ+oF
z)Ab`mg{L(0qe>Sw69TCz`hYj^#`g0kr@$C7xB2U^mi183a0f?D3i+8+^N;RB{a;0a
zWo$Je8YVrKW%%pQXUMTn{ky>oVnI;hT#G;(rNQ~$Et_rU2Bb$#Cl6>1!UF2DtlZ&e
z!NX^sVTbj)kPvlQa_tBt5z-CY(5VHx#IVZIV>8DD=yj^6_p^?gQ4pj69C1%pynwP`
z@`-`Q{gmHUYy|<NJeGkk=1TBwWOyXR!ZQ=P#NX(9J-1df#n*fLBxEa3R5;GOTdePw
zzWf(971JWnk_CgvU>_<sCRH7a*@h%+S!u(6QjvcEu`=cdIhDOIc^6<r5{<R`JJ)24
zs4`oUhy@}{IYS0Ll@s;(O-=dOKBB2I<o<`#*cZ1O4<LYa`lT`l495%vr)7csNu>;h
zeZf6t`o3`yo~U~-5-o{4R)jVm{yio>ezO*w{hPCm-cH=klf4<i&)8sJ&8mDF@!R!J
z`?vrGHa0P*7xFFhgQh6uCLoQ0p#$+=kl%Mjso^5sh>!ahaPcg63pn^?dGydM0@6+F
ztmSM3)E(?h#aY!k6;6(CMo(u#rZYzmJQsw|-E8)cmX;Rl@C%BF*F&?I68>d9GFp}p
zZ*g~Vv9~{1B4UQo`yq-AjEw7Qt8C14x(;g(?>8f|uBXO!pKL-6JK+jy=)h7pq8E>1
zZ%QgcO4cLaaNuB5Dku<>19m=v-HQQ+N3s=BFd7(S89?)caB=wKVG!I36~L|m&SFK*
z<4@i~avd7fTh|FMc)6I7)GUOH3eB9?_i}Q++}V*b)OKhr*qx|}GZ%P~UCiax?D+r*
z<`vX#pVA}Lf*F4<@gPm=l)2AE9U1Gj<z*tlMo)L%BSYUn&}Phd2+a+6hVh)*1{{zK
zUsL7FWCXB7&ioL&qWmp)y)x+|aMR6D;CYp~U)M%31o??Zm73PJ68u?o^ZwXBsBcvC
zz*A#169_@cc*o~pHIX5pMx9|$eLWO1?as7t`8V_mb9!Rl;d9aiZ#~(6dfa~TYmdU@
z&FT70BBsUXFJ`&r0<+R_hw*XP0e%>S?~m^c5C{z0!0Nx{>x1P3M3eK;?V>Km>Fm#y
zpG=0t{q&$nhws$|FVN`YMU1a|hBYwTP39fm==E&ImAkH$auN5kmRiSOsndbSJejvQ
z0jc9)7wL&fw2Ieq`}ZG5bsr8mza=Gaj*XA*4yVjy&`LZWN~Dn#;_ifxnMFgcO{x1K
zzSMno)p8&Z){(<D=({H~9$pR^5XXp%23QGSB%Ts~y~K)z#vnAuC10$=EUdro(i}yY
zl98tpj3%%z1BR~vV@h5o<{ErD^>e*dAoaG-ASR)|xBioD?3}CTKF-UZ{JnKqe+v55
z-?W3l_cF_JJgVesd{d;ND)KVduU!=K6X==4f{R+dxHAUAkyc&okcXJHc4mp3kS(VZ
zhZ>#GWBIpv7di1$N~4CGP`@bT8Xxn|#Ty<ybK|M+AMqAfXz+dV2mo8~WM%N**UnqX
z+cSH7su^ZidK?zU*X;*!?NMRIO%fX<>v-Mp;ujCp<STVk+WWB!L_G@}!q&OZ=LKFO
zo)D-$YSN9A7HC%1ycN6H3>j-I8B#7++)gvUQK<2`EKb^IptH$;^q9=Uy@&nL#O+Q=
z57C|QJLS<TH=&=A+WqHSHaBbS&jJ?~Ki-4v#x(Nvv&a)VtG<PMjtrEFq{>ftRCiV?
zW`zEsC|RoC;G(*?+BkTquCUh;@qZ1wZ&4hPmXHw2^EO#k3!zk=F~O?F^jjDH<3zwS
zHSHLU3xm{r$)N#SGElbv0t?I+6@Y)tOH6Q(@a+m6nEQ%;k<^G;jo#YkrAxDHdW8R;
z!*PMq?Ev!KL2(LxqV(kJKM4;qvyw2A`li#Y%}z{xJc8aO%#%Davl&`a+L7I@4??x<
z^5Z<-_D!XtnQhgSrsc(~Z6)4feZ@v<FVK%VO6Z@JmT57)p2;{&N?^m4e_PzNow7P`
zIGg+LApZF-X+j+Kl^l%DuO$qu;;ve^aUNgqh>g^^eP7Z%7}>W;E;u?<B*&*N>nn4&
zrr<5}VSs<(sfwayniM#x%aBm$#>Qg0zfgd_Kb=e;)*~Tn#X)b&_##$PyP-XpjQ6Qh
zVri`-U&y~vL!Uu#b=STD9(7Jl-*1(y*?#)-!aFNLW#Oj%A6mBHe7U!}k%qB?9E~O4
znh5FZB<0s*JSXPNSnmTxqh+>h-Xd|s{|mx^bXL77<Kpqk?F7F}2_|f)BBy@90>?r_
ztj+#%8A=BER5^VmNw(N3(ht_|OX`{vpi?IMJ7SJLomUMmL-30<B@m}{sh4l!ls2u2
zOV|2?t>vzn^D@H^H}jgCJ`uss1^96xDF06Indv++4xHp0Qhw;Quqz$$fnh=UT8y{e
zFH1k5>nRQBsaXJ7no-L7;~L6c02v#Fy+#0og3kQrdZ@Mhya$$tc5JuK8vH>h1I58b
zmK+;uClNxBoQ;eYiyVZSh2pUsa#ELwozrGAdGUD?E=ZO=tWZU^fDA}rv0LyK{>&o_
zyCKAx80~ebnK-i1CI%KLZU&vv5N(I94~C}vB6WVm1M6r3u@0B9*zS2Vsn{=3(OZqQ
zS>YS=Dp_CGQu(q-spn+;aq)2EWc*&%RL7f&k@!0jMFfV0$^2FU;rVJ_6VQ|4IDpcr
zs5|_wH@W(rCYv(vH`KD=V54zmVOVhhp^<1E>U}Xtiz0L#gJzDa-?OQ;{rlM(g5Ogr
zFEytZ=57{<VUMT|8^9~%C|Dc(x1K;q<KG6RYP*|C<28|TV#)}5&@RC{_M}2_LiKvh
zmLizEh;r*?oNHm5CShjCQnrzZlmZ<01nW(IUCWi8n?jD)<Uw?6tM!XbD%?jB?MQIz
z00335L(G5ikr9|HS1-t@APIJ~TRN<rGz~xDarwr^C%j9OZj<J%EN!)TWxJJkGsHSt
z$GHF)9xvDD7WtUl_iwL^aZ6<yDBfd3K<XfnAx?gYtGUtS!q7ruA(h&x+P393xZvaH
z%NNH{YI|X?tO751yWhj^<$X-?@DRnBK-w5B6`?;!8IOgJF;B)628zHZUwKHmLceK6
z>QaXvf{imlceqdF2D~ynd?gQXESar*70&aDQ-1LWAyf*`@<ZQi1=pbUrPrZ>L>SG>
zFCS2E2H@K5zcquIVQKz|VxRKz`^YFIDGZF)x4P<>L?4Ya(;+GV#QY5W*Y<Gb$iw2#
z{E~Mi#ft7W59=v#%byawBSignB4UA))Mhb#l92ix#SCM|nV7vXwm<OlIqJWa&=}d5
z7AiVEN9z~Sj7dw0UXA?0-_hY|Z*=<=S<V2TYd9!UhN8wTv+s{*O;D2(fGz218}E4L
z{mmcLafQkKLHPlq!|MPe-FS<Dt~_?SI)<*G7DF2_H(lH@9j%D7TQ8CJ7Oy)48JL|B
z>fb)fo;L%%eJ-(@@#U=a${2G#nvA*L|JmWSeuDXOiqwccymP=@E=q_P&$sR`EwJ_{
zk7FkC^m)hje1BA4e6sB6N=nPT5D<QwSjIJKkdizPmnswzt9T~f3KL{EAKFxaTPBQB
z51qU*lQjFlj2E<w(};U6gjBMjf#Cr@x>e4(T~KxuOcch0_ZmVAlJkeEK%ZzbMUUy?
z(95b<M5A%b5||NdmFb_7qRej|r<9#kXoY{b4@-SCX+z>zuC3W8mGF6}#}lx^j^Bzq
zFJ{nw%k<<PdnO>3I{QyKf_Zc|HrnntsiK8o8~;@ijn1;-1{Ck-HTWYsuuJ<E4`V7?
z^D9qDH!Bo~Sy+ZSADpww(Q({iT@x4{$UbG-E_wS`FW#=(1xt09pf85Wj=wMeeVWLS
zKylW)Y`W#g18CeP1+P<0z>k%#s#-c4_2KqVi(9Is^b6zLclAM8!eI-;#>&rQ#a~<I
z8<)uR*D8uAx!SJr;35(TENM<W;!tePmN}urQmhBVj{EGFySkJnZLAt;Zcz~yOo%*z
zHSwpkI?W;AUX70GK7c31^fGVTi-m(@iak%@6j9eNGgP2=n7^|c&-9zG)Z9nYjMgHh
zE0h#`-i?QmVS|0@;pcnQ%w$F4=JWaIV?ko4K-STudiq~1gJ)B7&9Y@>F4BU|nTZT5
z|L`z;-8hWvTX8-~5{B=5;^wCo+`tI|uZ%`*%eHm(D<uoc#O7NK5-9(~->7O>EMe0A
zUoZM^sk=zk_DL%JCM}yTIfzxjCJkFoytTX1O8V%nXeY=P&G-B#UxCgrxcKO1i@$Tu
zcK6-4&r<uuKpS#B8t`#96wh~TE%73Z*ahu3O;nM(4*qN`VNq3Bl~YdO{}VGB5mDhR
z;!V`xO{OMrd^@P;M}h7cnEn_>xupGT36E5s&{e!-@ge{LStrn=&r<Tmy7qtD1tyW0
z9(wRD6=rye!vcq)*J}76DCQRd&<$>zfMB&+98@Q3&k&7{^z^d=1KY{+ORiFZ*?j`E
zJhnhd*a@#0?$8_um5nJCjdoA)lw)pWMrkUs{a+S|#$q0x=FrGJbMxEOIczpNG75My
zmsho)`nv%(aLpw3PZ{X~7^?H(slS@ZuMcHPsqG=@?Mce|Pjku|)J?#c;5~*go6REo
zO#xZq6B%h3x+-{l{u|DS{6FCY$(SR#d$(Lu0`fVT>Mi@nHPcG6VTN=;Fg5edFg0_e
zzBQ^$NN(H8VEb9Z9_QCG2v(4a30nd8I=R1IuX>;*Hr{*T^xxyXSJjSEHa0XYkl0b1
zFSrLk{&xRpiXoCNP5^Ul6m6cw|3s-ydRWpQr}Qm8^kB}~G56q6GR?<hdu?in!|=>O
z7Dt3iP6l#96N5;3!uK4<jD}Xi_aD)!`(r{=dQ2Dby?^X_DB-;<yaKB~j6nIsM}o(*
zpv3(|_V(B;ZG0)bBJG+sdr&CzIN9^7D>`t<wd}tJL17^X^>2L-{KE`a=M6xo2Kbvv
zH-IB5_B}2g{)yQktZV=-N+&V!WQPBjFvlDnM2z*x1XUt=dIFr=N9m*68(CR<#rf9e
zA6<PvK5*A@F4E7q2v-)N<u&@ZnYb~q3dBTRdA_xQ*Un7RrFtayfi;6p&j!sefd^;b
zcGSl+6Q8&7@|SZ8H%UFq6_TtF6Kv)ejpOo_1@`C#j@&wIB)rV-g`N~h$=^XJ0IxX>
z$7s}lo!g%$W~P%b2H<u-#K8dsXhD9v#H87D^wR%(2Ni-p_tX+Zf*pr9D0Em^%QJ;-
zeXNGQyO3h4Dq+#5U}e60+;ylG(A4zqUcb2*9u=yrWx*glmH$QqjmqRef);}vAO=v?
zx6P3RLBQ0%3zwLS2I2Ju>`JwP)(Ny!Kw)pr#5G2bazJ=UFzmnQg|Fp^<V6b*9d9E=
z<`4T=56zzTc%Q=%0MF3pbNC2JYSVM@{k8V1Zn)CsotNcKJwmJ&Ljwqw)00iER~yKE
zuhEAkl{{Iu+xvyb_Qtmd%jt;FDloJSgMj9v@BVrrZg>Bgz?;vK!S;dPn6C2Ul@8QV
z8^h{S+x_wp=c-W$@~BW?HA~|DsHCAo`h<-u=%i>i8*`_oalgO!7~|%G=_hbsnQuca
z%m~rU@Jci}ts8_}c030scYbMY*>mt(&gvT~pDwf>I;Ekp7#(|gltOJnL7~M+4X8Qz
zY~ug{28breG%3B?A)d=mrizSs&CRbAJ3GXrJswFm0Eg}Sp#uYT&%m!YfsagukA<_>
z$e;9+-&_sly=(?GGyf*@THq;N<NjkuM=FvW-cM+PEvF-q>nG;l_&ZD<SpEOT;Xz=L
zc3PZPIUy8c9+y_}M3G1?w7>HoZXf*9Qx}WFE~In4mg{iD$K&m{!LN|utI<KeF8J^D
zj6wES{4`l*#d}yzODKXbf)_E<*B+5$v6X+Qqjb?dDmRpcoud*$(H)-lcNR~7Hnn^N
z?L=?J^E<3tg^zI_h@kTXoSvmgyuuKo2nuL6_l2MF?|sOA>B0VN(;xAhwQw?f;_R4C
z?9Z{mG4Kb!q+I@)Zhw{OGL-X^Nqjk{gFc099vw9w!ef4AKAWFyD1lp%pRQDa{I4bs
zJ3Qe~QF=S;P>_^Y?(<*uhPxhxJvc}jpFoRu!D(kRQ83wC&d*J~VyaP-Mz7214K=O#
z3iow*=r{%}(6HC5Qu`fb7k)#cvbSrG;XG8CywPkzoVKJddbFD&zbw!uk9}ga-!B2k
z<xAy7lcWzv+?DkL*~DgP`(mq&x1*7!=x^$#0SLZ{&<WIk0pL_$XkUD?t9yw8TvhO2
z%B(dbpIys7LIYE}O-v$beN`^tD@~7*#fLk5rREvzW;LH9(7Ti)g^N0sjY*c8_`AN&
zo$g3UH5|fA`1yu&KF3P9F^SaHv?r|*sY4b3FJ2E7)qC=uEFBi=qxU4(2Qo+??8BN2
zi0%TU98#@OBd*@tp3>HBF-_RLAvNR*GV==f0|e66#NbVN;TZ6urc*=y<`G2Z6x-_y
zs8EyKpi90!;8C0=wHyxf>FyuebWwixUQcGPOwuRT<=obh+}1)bwx30SVzDWEpG*62
zWH+a%VSh8nPM3^kwKl6F6qs)`#`h1yqQ@f#Nn1Q%fxIC`VLif$?Ik9Zgc5-8#+A-&
z@Wz|J@C5Ayh}seL<2xK$L|rJGv7JOf$3-3cCank@<zeg~|7w`SyepcGX2uTyP-6I*
zE$bX0m@X@-ve#&W=6n3`(!%R|!f0J-Mv-g=LPHV?1I94gVl$Tez_DRvnv|T$f6{2^
zpkc`RQN+V32|g)QWMsv~3umP(IbduL4MgKJj`h%k#Dz;D>^?d)s<nS+Sqj91W8tq0
zVXz)xqX>HQOnn$72=B2r1EB{gy<%)<V>11le3%kI0(%&gkXKu_pV2zAv61?gikQJF
zN$@SNeTl(*6uPImLPrKB?ABn<0ty1ig-GzCcuPGF`u9wAQ;Dm*&*Z{>bK+K_TKEw4
zHs#phz+QIJM10HwUHlXi-Rj1-&qR?{pr~T7%d|QWZIUa5&0NPGCNrfji;b6OW~KL-
zXbT|VXkLd3Z$i6actPFpAZ84o2#b}k_IX~)9BZ}XFa<zC0S-&wEp5hG4oo(;G=Z!^
z)rr{CxO^6j=828Z7BMi#U%m6XJIEY>w-zG7%TISMGTi<`#~$9VkK`F^QD0`{*5urt
zqbnwXvO9hxDpYhQIB+QZ1iD=tn1P?V=;-#Ue{cS%=)r=<n3V)JP=H-CX#HZy9cWCS
zeatox&+Y^dSJ=ICcE0@%zC6C!t5&{0Llt2dblOEvcsju*#-g{=Tg0n|9jA9k2Z%QJ
z1AFMo-EIFdCUU?8-hP!F{m&OOk$EhQ*K~J8(9rII*`B?!^LD+u5oxIO_WHZgpgZR4
zzP{;hxpKEXWnj{Jdy|bg-#~Pr&k<5y=R47l&?mXeSC@8e)joGy>YU?c`skG!4|}e|
zPzYpv#71If*`=!PGWUj#;n_DG%AJw%!Ch4~tBB|<a&jHW!xVBpvCnZP5zGHJf=ypx
z;dQSLq4YgMscs%IfO>7Qto@)Sk1>8g#B>m%6Z2=E7FkN<3p09n{-RNmq89&4tO8!Z
z_rQ=~B-rZO-%gG5JqW-}HlPJ5V3#3-O{m4elZH=ov|CEtY{eoGcJ+^5AzcobE2dcs
z7ZbA`ZL)^nWI;#%Hpc-w*AppOQo4^5U%&Re{qYQ9k3HD@hPp?TC6{b_c)pZ|m2pql
zn=jlc`@k^(LF)?7D#CkuO(5PZkX@uhUzh8{<b<W#7qi_!Tgs*+E_4B!`Lg!x!e?J#
z%l3#>{tPUw?3)vu!*gV2&k5ZNG%)6_QGVyDdCvXDgfvs;<OuG{;_*eD*7^4H?&sc6
zoRc+aIRZ-22VcL4TaH9i6w%$FRMiKmp4fh}BA7X#Tuw=G=0Dq{J8}KW#$u$Bk0|z1
z)#7})O*tSz)0Ce89iU?S)C-SU{5qc>T*<i))OK|wm;#6>MnNt9N(Myo+pqoWQ?@((
z;}=vb@m!U;-nzs!UZAf0_2dRgWLAIRLyVuJsisOx(swS`(fK7OvdZ5DMaUHX62|*3
z4VV(uNXZzE+Q&CFM^>7$!l(b<DMY0#>Wx<JTbM0!e;6IK>#(x&E+$IM8fe@R>WH1M
zlwY0|xjT6=eKPYx<cYA}Mj<6bl;f59KK*{?r^XB%!+!=k{X5U53>>}l=tZm^B$+#B
zEX~f=JlB<rlx7g(33NOJd8QJ;>zIjqlPR>-`v|5VnUSVh%#94}CYV`7ul2l%?qa1t
z2Rdq4<T1CSH@`pICXys!o!Tp~n@vHO;@98-`0;)sFItaUffU|3MAHe^yk-Vi_dJG|
za*t55xbT8^D8Yv)<{qo@TJaiHWT-b0T<>Y}JKUkv5~`P`RJcfa6)A?9f#!E}VZzip
z?P34cKW&CK>a(C@K)Db7ykokhI|FDwb3Qr6&Ih`{foQiRQlCMyMucdd!FE1fvqpIS
z=NjgtR!zfPO#^7&AUMNTZp@9@o#4faJUdFl7GHtLeO~69Td75In@UpVWnSiGcj#fT
zpS(>2m8mAEMy8Ki8mvG<WHvl+I;<ZZ*ESZ#QUk#WfN)+%Y<VxdCgTVT<|+%0l}uJo
z8)Y5afI;xS;&dru6aDE8ojnVaiD8Gl37-Pt@dTNvZ3ihtMFUwhc;vqv$r)+-oRB_8
z+AMGMgt3wgLP1Pi0$<J1qJ4w<Z$Uwgw0PdWrPM)C5C-d$f8#yAZ?XmcHBe%!K1zTT
zcr3A#9RLv$@WHRo$xD^+OD{g&gnDN!#4{Fr<JFel*j}Z`OghE;%~urDH$-)qq;aAY
z^3R&ipU+8}J$Q{neKop=*6*(#<VFO24P1KHT+z7xP_)NWJOt<@{UJGo5lWxR6c6fx
z4n221I13ja8hT*$<3YMrve0bVr*f0&mB#P+pN({hVGxGq1!1>3`+xrcYoPiImx*7z
z^{%qW&@pZ-cx|n%jg2uu7xbA`Qu2tNq2_bA1j6l|4wTE69A5rdJeQlL;uqC2CH*{v
z@zpwj%30wA5Mul&6&?*F#N2S?KEyy~C}|%caZkZj_lladpi^)c3+6Y&w-e}%KLQk;
z!9Z6B6aUC3?51kCblMyAc2L#&&39WBwdI7^dMZ@tNT!&+mkU}RKN5q5mZt(Hb7Q*-
zpF*nZ&<C4P&m~l-G{-%zf^X+FcmPf!rvQps`I&c~VFdc)<0gBRiZZg?cFjs%l*LaC
zZF;n`?V6#yCn-{ScDOVqpd#y%fk%Y19$N9n*=w9D!`1C1gLs(6_}$OVp}w~w_4bV|
zmbV>@E12*irrS|YUi8V42psMl*9|r?YC9htwO(CrIst@hh&v?EB@oP~cl}rGz#!fL
zU^m-6i!c*}!$Ikly|2e{AB}sZkL&HwERbCwb+ughW;IiStkl%o5giHdK%HV*Zw@Q7
zy$+K#7;gq2d%<C9riRNkH<CeqdUd-;tj@*;zppk9D~c@Zp?fw<i-v7=-)(I5v4i|*
zQ?eGa7)=-`wDyTcNz>Apuu4r|eyf)-43G-L#|yY>IQ7-(B0MMu4mmcrq6nfcsA(Os
z@ir6>xMaJMM34b?lc2vPKu}v}@V8Xfj{r6G&ka`mB(Wk40Asdoe+^ov1w1DxC%cEG
zv(2XsGPH}BMW6lh>|r-hX=b+U+ntd&ELD5aV4Ze)SKpwd;SN8`;Z&8v<aC1FrZUzk
zGgF=$=5Zo8)LUoy{0NQ)Rj}#$U7tn)nixeX;rz?h{O8d|i9lry2^_B$743p+jx$|y
zd~_R}B1-|oI8?o|ljIz{i2h^_uBiR=FP%CWd|E2}WQIoVD`oIXdkGg)d+wKl>zBm(
zgRSpX_KsTbcu(Ku&Azk6o%o=>ZStg{bwMDS7Auqb<PQENl0>pielPKKz&I&l;&awg
z$ZjCcL{mh;vSSDo#?bqjZJZZolS4i|MYx?h68m*JX!C(|@}b+~c*?ZlX`jLbu9e||
zZ$o=wKLwr$iC3<V!Ncy#gdZ7+MQ0&2QolSOLCrB~Yh69}g`*?CUhoRqY8ElndH`d;
zyw~#|1XB7T{E|GV(rIq346Q^5u3EL%Ei?7~<RgTyZ`TIdibrtx@zZYTwLYtWpVuF0
zTZc3CdQF^WuR%ZYDtV9`4i`j4xLAr0=b&6iC_jUO`)~JeVSh{uvnZ{p6&OthjjFtO
zOPcn(X7$8EH*kLt#9w_d80$oexa7yKzpHZGi|9M~-op*89CNo8>Ulo=xJ)*lF^!H+
zyf_IHeMla1(Q5AY+--~E1p4ya%*EH~4V5!KQ^>=ig-?ylkx#dL2}Dd^`3LSjxCT(Y
zkq?}}Gn8r<k~va^O`-<KAs(V+N#P35hK<9JJ%Ys90oKMabc`9*cLQ5MzD~Fnic^Y+
zb#?kGlrtjk`hY@j5O11~+4UuRC%9@Cu%&rq<08U<YX-T|k3eHt%a532`>M<Y`{=3a
zw8RXAmXR9HC`o%!ydWF+$ZYwO+mblUD7O5P@!8^`*rH9-qHU9ejR$z%&tqWq11HwJ
zEic}@IWNoW)>-V=HRHxL<61ZjR`Y+^SB}_Mwy=nBg8d*t!JQwTJ4BL15StAz+Kew+
zjN{L%SOiL0wn-6e0LK9AQgh%?aJo0#RLg3(57UG!)uOyl4W%8iARwOl^zgmS{KX*P
z&9oXjOoN``1)TK<^NCtEN5~+(ar*n6yeWr+1q?ww`22>jo-VnAH!2tSd=c=Tm+$G|
zGv7dXg|J?B2*j81aSW&2IzblM$AWdKb?6sP+&m;$XUreetAHl>>{rC(+c;`njP_;Y
z>C!?I8ir>rl`GwgT-?^|q6MALJl*;~-xWL6gnZs-O9>GQw%A-f%ivtiQgok24o@OW
zlsR_z9_Ebn3|teCfXo~83;(N(qPTb+G7>;zh#(?SBa0r4$bJA+bZ4UUZ!cOnpKZ@f
zbJ<mxM1`ARVSWQn1Pf8yu9@5i5(dI9^|t#~tACc8>KIU=w#&=3=-hl~XY1SV+cOsz
z>efFFbP{xVICu<FbOl8O+;#TPS9+%^M1dQ6yAaFwd8%nj`UwaL@W^x#n=%1y0b)o4
zA=$*G0@eWG2O<6dkhBJfWg8a)w8R69GMOv>{YI`-AyduP?<&IP*JID}@~Hb@m?}YO
zUyt`2KQ=e(N;m+Ne>F|a$4eLqo=-rCYHB+aC-fqU*}ckspa<!P;8U$r+Gnqc*P-I{
z#>ZASS{mWP_wvVks7`oTxCsDc!62427g}Ns#kz4>&ct40+`G~e9S4W#v7bS1q9Pq<
zlCi{REj(Pi0hpZ~cWivek9IpHVh}c*wa|ZW&X`O5oz-@X428aYxH~;Cm|dB#+X@V9
z@pU>xA|x?W$17j9H2POj8)&*PG#0W)cec{o=io-f-Ol&w{^%IqdVAM@jJP^!vj^6O
zQDygzd*qlddqW3$je3CQc=Z~+axwnT_;%xRtJ2O8{Qz+GDe90wY%B^K`#NqYXSd!B
zL5;osiHyVVk2R!ECzY=dF38-LmWHLdb}~7c45OCK>u)G~9ws1hGgxd{<GhZ^s&aK&
zv$~|_%Li2^00vW6vwIa*^6eWt5%C}y(Mw{G3NoGYgL}w{pUm8MzJLzk@OR(!Y>uB2
z_j89R8*>-*ODGJI3tT%eSo~pJu>ZV+s43;|Wo<k~GYcMm4Tgd6R$@cGcFs%1qv%g5
zgbm6a8Cqs+ljwFIZ=!ceDCZw-ygTFR6Wr2zZfI^(7&+A2ka6(h4{#|LzXAFK&j(iW
z*Ah1jq{Klv%$hC&3PTkO*^>LmaaS!LIWT_edUdsto(%I(|Dd-V!#sPc?%spaCa906
zH9T0}gH`?L>Ax%4mi5&>jI4VffWR8%*QPz@)SdMyeyg>@w8!mT@7uG#Q2TT^wTR*L
zaf*J^y56u^0usrzDl_eqf|&3Tv}zxgYkc;wdMM|2NU{esqP*+u1#kJbUGc<;51sh;
zRxy=~k0C#w_GWH<MQD!F4cdv6_zL;*5qiadJ^8A7p)5}o!(U}hc8R?qW8q~6`4iGN
z;jbl<^5{yP?xL>Foi*58rEcIrhqHU8;5rz{vL~pM|FFh$*Cmh%nmi8`Q@gU4-vUCk
zbN>WL)+sd1pP8|@E@fO${jeVEd%Nw0+RajYKHM{ag7>k;`CMx50X16l#3kv!WRsk4
zFDBo(n&pjom2|$odtp>wp|5_pGW(FPRP*YYo5XXT%n8wzDfhE~Ixa6>8w)dnw|#<y
ziY<D$Lq94hxt|U&t#|GI4KqqyU0#Y2P?t@GSN1ap?FLV}+U8$hZx8WB5KT`Xv;S+R
zTJ{<GX(h?wDitO*fW$3(FSAYn449_cUH_#~`u(S{2Wt5#;Op*}$ou5lKfHk*DgPrl
z#3yE*z^i^b*7{<&;f6-<DK1*mhLpYT6-NULT5~jL>Ul0{MCn&Td&O(!AK{%~f%$7}
z>h;hj7BrtNVR}u1x)Bf121dKAXdq|I)>1KG#`j=|t66wV%i9D=7^Hq))~P{EVgBEM
zV)f2HhfRM;i}BUZ1lzf$(QOXAVfi47?0i~_j(m#_ih^@L0{`qw;IkH2yA*wa6(mF5
zP4>EW^1<utm~w~EHq(|i({w3BDeed2*wH9SNPv7y4n%I|T^N3sW!c(fGLS1)M0UzS
zjN0_@-msB2V}s6e_PP=BAJrFsG*AeHe1}08^+ACY<YC%l!jTklqRjqO?`fsGhl2G{
z5KgGgRzMl!6urVx%KHyEWuACAG~H`vd(P)Ir!e7%WOAks1|d)x-I8qq73r72Ucd!f
z;CaS$^LQd{@1vmiDyy&DM6BqD?F3lWJF#cwa-K$+8T*Di{algZ`X+&-`1Op03KUdS
zY}v5^=fPkJQo<l)HP^xLW07Cm&_fas7!*ZHrtvjmSoJ0M=s?LBryV!<aruulU6Ymq
zd{ih^xohddzHWn1nLj(^NZoodeb&9!=FnzwX}Y?w)Y-tD1`jc}FyB<zW=?^J_++K8
zJ6rXm=A*v;uZ`|Fd@+3I?>py3of|Y9M%Ahbh)>LDdGo4LX}(&!XIOw%EoaJnE;Qz*
zgq_qM3#j+_!9oO0GVcO<48Ce!=Sn?k6?oFhDcJgyD{q_%8`)Ea3=@mhI?Kza>FXou
z`^BvuW)hpw=n3RC|Ctn4SH3q>cAFVnI+Q{+-4X$**ti(Y2p|ax1w4Xj)+Tl(UWMiN
z)69U*3uWer5o76uXD}S*JNZ_DH*sDZqZDCMJ2Y<DCNhNwl6+v|W}W~pyuAlaGQLuw
zW-QIG#zR>JOi_TfGWB?SmG}LYkQx97c{tzRw0Jf6xO_R*$QC_?@=BkzK-+Hm{~mk0
z-H+@fk0E@wHg;xt5RPXHy6&d7;RdVT4g}Sq(f@D&`_WMM_UpCF9q7^x`pzJ`4MDLv
z=_MlF=6*NsUg_(3@P}sBKU4H-v~Y4Y3w|QB4!uWTa$<1NJ;WMV8061<g8QxC6<1ew
zEp5&KMcJCiPS4l#V$BPXBZ-M3_W=qMnG4gAois4-PmSuCXtma|TfWlqw0!a2+}j49
z1(G{2D_es7X5%S}0<Rkzq~P}!*#LSKZu+!T%P+BWIsp(=i<tn3O>A;!&VdP#BCHqq
zfJfV=%tmR6p6gY}L%e`fFbf)M77!m<GKBx+J8g}&m`8>U<wVZZukh{X;G?i3?WB6^
znhRW7zH>y+Ox|h!apY8OQDIZjqW_Yl;G6S-ohH*OwDboXzq+Wt?rECQU8KvE&~hP%
zyfbWdL8XVP!7==r|51B%M8I#e@swJ83R|s7oK}2xP&uUeYrTFn=IvW~d%=Aq?vqca
zpyuo;je<a^sct}B-#^lYzr)w?M;NTS?Uk6l*mdpV@4iw`27cUdoP3vF?cO0)UD;Gc
zG1ufu>9>Eg8<_R1b?w#eu1xDb;of2THf6rdu@i2Q@ab+~1B86FGx+L{D#5gFDv9}t
zERr~%@ZPNPUa;)(JE5CO<*&SI8P8)RKLhfEZaD2!r5x^11>bT=i$9f@YMOH#^hDsT
zHf<ayD&0~1j;Ozm2dBDcTKcva^`ww%&(1U34FI_AT$*&-?NrTK;pruInkGw)Bln*&
zFbglErZt`+>O`Xw-^E+4eN$q<OEk0!ad=L5vu}{yKq~t}*%s3KN_GfKb*OR3n>X^r
zwj)jXtZr8cXqfl^gxKpSxiNk}wQuG?A#Y_~O<oem(OYv>Nn#X5mLAS#9A1`g&j943
zbA`Td7QT;vnuIo2Hjs7|3y+>2ZuwOE*1ZRI0}Cg{%3r5Vt1NUfCgBqeB*TH0<MygU
zDvN837o5@mF4nPErUe}a{UW-%Vs}T_Kgy>kq{dEUscL^J@Dz<2O<JNqLIU%ued4@(
z<n#gIv*=fu+ATera?@`g5dP?kKmGk`9STCj9w2^qgHMNOn011n-4W{qOe}Djxlk9@
z!$9uz>K({6Gx#waU=(TEWWKigkN*)YR6Im)*b_7(U<QB>Rk25SzPo1TmQE+QhTV+9
zj!fwaEbsy@vpoPV`cVZ|k+#7)^&g%e*|FPlZXoo4Eoz-MENZ&Vow<vix{J!57E5jp
z5X^slT{Wy#)sH<Vzb>sj;cLp2@rxjXRpA9#Ty}`*5|;xpx5wu2yOQM9+%eZ<N(By5
z(&~QWnttQf^Z>x0p<4@7)1%e+s8_#nR0~T^9~4GhO~)eFi9;uMDbDOn3O6c%1=X_3
z4Y8OlNHTwpiV+>AUbPHAsAtBR$Ww$7nK6^tISGq!#5;d<h!Pyj>Yk6+GiZGqR*zh#
zmLBO2eb)#frm<MZ;Xc$350iNrA_FOV8-?SK#ue38<SiY6cdjYy_m(KhA_-CvReS-#
zRI?o^VHnfrn|zteeA%~}ch6px{1&b5xr38b-m+gae>i5ncH)-wj#bC6*D463sIg91
z(Smn9(O@1dk<w&%CQ^r1*k)+nc{J+O*Dy8l4THr9#K~8Y_%BDhzM^IWfFI3{60JA#
z6s9NPpMY6DUs9l>BBwULwWg!l(^r1^^(NFxM+Ov@)cm%JNXfcqe<nnzJn~>6O{BKL
z4hJvqr@6K6({AviN9l_TBEk)JpKOfZyy>XP^Zcxe$_v==nD@Zl)At$tynHg4S^f1$
z%MlPjqC%^}`XIXUnxA}Nzsb5>-vqA1RpbGCBRpRaku3?4H4&LLnOj{@P(w&i13-Sp
zE_f{1%1N>wYOLEkf*jB%kHsaAb<WS*?(gOL7H-7IdjjSdJoxikxS+@uh+MS3iOMK5
zdWdnTYD8-4pTyD?0>=g76X*|<Pd^e-p|j%jz?x)xeD2;V^4rz>)zzR!8zjTO7lCz;
zom8CSN(R)WHR#7IlL#mOfnUD_czOP{h=TrjIcgmTD@xH&2f&b6PM^)LwiKllJb8Kd
z+iHuiHoBQipNw()y%o3_<KFM6av3X3B(AJ5@H8LZmyi(gslwz!p<>9hqNw}*LQ90k
zb*KhF2s+$o8s{;&KHM)Hw>P{yogtNhwKu!p0yq)^b$`UW0_2YNw54aS;BWg6EFWYq
zwOtNomLl4HwkFeM)H5)rL-UoqnfKdEj%!e9_{rmLxMVcC=Z&(j+hJ!k`1l^#8RgX?
zvbt1#Ka})#XO>s0&1&6icw3G#EP3ZbdO5n(^w7FuUPr=Q-DBO<_p)rS<k4gtJ;XnZ
zi-dTXi0B12UiTjKvvWwzrA#Trl$=ffOK5OIm-15Q)6QDZ2);Fn0E;<+m2YVS-gpLn
zZ)$5(1^agAZ;S7*xlIv^h*|iao0{mGxZ_i-|9C0bCD$b?F5y`DJVZ-COqv|ibrtYP
z=YvNvzA002v8Portm!N+QQ`Z&_Oo?nb=%kPU57<ZeFMMCD_{SM7u|P%d3Hq>C=$lJ
z!dtZ!uvGLTSLE~?bq;0FEM58<lq9qc6M+t#6&GNs(@iD*BSmh%e%DlY!;{zY`tMxt
z3z3Ikd15qXY}Xza^C&E`$21BeO$7aZSorWt*-q?<d-A$bafaSAwpoVI3tBxD@}+$t
zt;Zb!KGhh2U;pEbXC#ja5dGYJ`uroz{&#lO%>ZhnAVrW@$x3JM8o6n927chfs!F|M
ztQxQ{DCOGn;A;wE(0XNk-#78h{8L;1%^DtNO}0dmBXFUfT}Q>Bh(29DhePzu8IN;^
zo79#ANpuUUbo9la1L5L1Yz^-2#e$KH%XZ4)>v|K7LPt!r+NHkka@>i_4z#s03}{&e
z7U9~&N+0euDmy<0=L;RS&k<;FL|9kf-qgVVINmn81UO7ilr<7a3oRq%DJ+zdQI2oB
zb8lTLJ^9O)2=BW%NuksG!XoKF`ObW`@3!0*Z*fA*aUW=gB;aK5o50mGL;(Y>sSP&I
zQn#XBBResT`T7QzA;8J00pK1v7Wi5KO$0ab06|~Yu;^*on0Kj3?sRsDPv-|-*ng6S
zGUkh!DkVQCt;n^%TG}`(ckloHq8soCF57;-8$d&Z>f8btI6Fs>Q>KTfgYT*FC2SQA
z@gXbNuu!8{if$6bGMA#nvX|oFmtx@%FNXw1mn6wUE_|^~E?lugF8HDDeb_3=GvxwO
z6v&40GTkvOha5|e(IMxsAvvJalg<k}$RRA3*-b25)=gZ-FN__B@qK8UCJ8AJDFbRs
z$CHx<h&tCJZ{_-kn0-oO#MukDAaOhMaUT~Seq7k_wBdi`Cj%mn3@A+kmuv<MHI^tE
z%1BFyC1)m#-h6P1BAJODnv3VE7Y&DeAjk4|V8-_cDO3fM%Haj1z6aRa@pK1I`u6+v
z9+mwX)AvKjbk*^7%Krkf15}bF{crC8szPh9JoeKOA3!7Q^OO}u@?mE^umw9y!<#dC
zo8T=v@EcAdy5eRK=0T(?-sL{Kt5>iloNTp=h{@=AFisquUphoC2|K@i4AA8I`~wb5
z=J1G5!LLGieEB&B$RWZUeByju{9K-%Hm_xe&cBrf+;rEB(Ix)0vZ4kMAH#;$rjPh9
zxCe%|n-fPbO4AOg@bdC~)GP_Q!AD2w?-qq+kfAr<r>9+qhdF5`fAQ8hSr&eHhL(3R
zG_ZJS{YCpHXCBAYH0{F~TE+zkUZ=c+xh9Al@bAK-xMs#%Bha<}B&uTY>5BxpA5^@j
zyTy=Psv@i%IdBi!gnm?38jXx%L(4C11YH+?CFG2w(51LHGgn$j8i}x-4?+wKue^zA
z>0rm0s;-+2!L^g%I#Pd27KSVtewZlS=l<K8xzSyucR}~GJjYb!fHwp(9v#xGhq4mk
zIQlwbf?4lqz8b#!gZMl+q82WD!$W$R$F-j;HyFwpD5d+rs|1EqT}1#1BPM1x#>0zB
zas52MR9Z^2JXeLjoT<BVvqjNTcZhl-X*8g?_t+b7^m<#vz4!L!Q$UL7d4euV=Jj<u
z8ln-YL^$5|B?CB*$JGqYm7S08)wU(ONDKn9byM^l;~>8Q<pDTERHtBj;N|A5!{cNS
z^W|nD8}5dDs(k6|jm!lD_urq^e<N+JdH(YrINF%xq-kxj`Nt4`V@4J6^mc*iv;Ewp
zc3aaAn-8k@0ZSvPbR|cVar=KaJ}M|u1vPyqc%X5X{ctCRvP(j)tX_sV$Zsu^dMxB4
zbuInM4^#SCo?>#)t6y+E|MHEg05onb7u~~7u$nA8I%fy^DV<g8<k#mkvsziyuSld(
zLJMu*mN5fsn^^)h(k^9T@c%BpLh2q|S?98^-c(OFzjj(>-FmR|_wT0`!b7qI&!>+>
znlkzvek;V}4E`xtvgeO@90V9@9<m7d<lpf`lkWR(K@(1OXM;~J0siJLPYPgjP(G*U
z>@Dek&T%9A*FkUw0JiO9f69K9uHnXKaP*qZk%`T)ZB%%=KTICfNjX5wc25)eOcl>w
zRt5xx`Y#PQK>jVu{#ukb`Qk`s#Gh^@QF7T6W(M{4gRaFn0#Zw@zpW3crsFqC@xFZ%
z`P~%lz4Eq5EY3E~l0=hm_~j=>Zx)U-K<o8GXF+5gA?X3Sm(`ViU)`9D#l}O$Mv5)l
zA@vkrZ74qJhj#rx4q!W{cL?wY+e(Hf)};~Q{<8)r|9r2=Zk6-acdM~jO|$$7*E7<n
zXBhV@48-;M1p5@L##J8om<ngH(d$LVx$gx1ANG~2<FlM4hIVAuRXz~^Qd6+A4q-TF
zoKDROUoKGUt>;}KfBpFCxr)_!|M=AVl&w)1!^ee-z?a{&#alae>7zEIlCB9R21<2A
z^U_NGy<c*nVxUYj9DSRnBTSBwEi!+1M?*kphp*PGk{CH{yj2mpKQ?hU3*9AGRa9Pl
z-k4l}1ELF(@rY8(Mcpt7{$FFDK;!DY`fKcKnCOro2!+}LOrQ$jz7=idnx3w%e$3^%
zYW(4Kw&iY?gM$j36!*F-27xpe;xsWu5`+)HgWicHQ>}-p5YyPMzvl*UpzKfU@vJ}!
z$vS~Vhz~HDyKerB!U=-1Q5ig)6ykjbLTlQRR#2@I=n_**^eMU4@W1#EMY`TpT&n#A
zf){kA(NOy84Xc~<tFLx`u-mK=cAhstW!QTEBV!s2&6K<6G3c^msmcmwCmRyO+Rqt~
zwq)*N`bH)iPI#&5G@$QETX;xrDK<d96QQj2jOn6OlxU+&a=R=D^X>X=w}x^CRkWz3
zAEVot=q5XX#~j&fx8KHYol#u9(gZ`sEG%SZyv!5K-`qD|&{e%u>LO!?zSpr?cQ(6=
ziuAtpEP(M*_d1c_#WoKJ+qQFiL~&QIQm=CMx)5oVdn-IX{;>tZ>3YR&Rzz77e>Sh$
zRAwUlH`&Y;Ap3r$HYoe`0HjdBfDh15*m2hF74f<`SRgtK%H*K0h)!K#N((go@Ciwf
zo>*rfCV|`CJ;br$9UpDXmHBwgM^_>jtAhKv7rvbcnF9V(hwHqdFl&$BR8lr&rk1uy
zXmD?%119<v)#r6EzmS;zMc*BeH$5cpMtd(KtVxj5J_Q6YeUx=X{@B;`7WeoVD*0FM
zbL@V*^h&onc)6`?$b9JDY}$v^da{3HEo|2EzN_menZGNr{Exo>Npatm?fi-y9ry^F
z2a}Tm)2-oT6W{>^azCH9<m48&S}RSL?Wf@bx7{~Kr+rq5Q)QpZjOMi)nw!jQttW5l
zlOm67(<K%-&{friu0G~x@AS}lL^K_=TwJNy27FHiEOi#n+c&ktFu$qN=g1$;GEq%Z
zlP}XV&2JFdlaX5E5E9xF5q>5k#Q#j>Z{){<M7#+r6`PvILCWiWVTiq~LPqfs!GqjG
zfhkh?Tv6dtS!wKB#Q)Ir)!}si@Bi9SJIAK$h-s6X=IEG?>F$nUCXZ&?Fgb=96Vqn8
zd%9-2W4bxc`Muts@AY%}hd*5YInVpPADK%ViRcMi$do_hM<v&b+AiK-rX@^IH`>^`
zjE@Df2|4SVU7KaW*?1(iwfyVL5Wu#4z>)7<;g`Z4jE;~6(n7Q0Gt=jK=70Y_(ni4d
zLT|w(<fGzspz#09Z_IULI)+PC!0TymY9xBdk38vUwP6|FXdel0V|%`XX-oIx$+emB
zlCKZs>&<ZC3MWATBs4?{5-z~=BFo3Nul3Lw$KBP$)A!*XeB<(X*3$xi_iutHKN#@z
zt+t;H!#gf^pc?HrB?2YLK;%Ex4DLYx?epFFs^BM}-b!lorC)b<pL6n;f1#hV<6D4*
z&?0XC9s49}oR~apU8j$`ncX86vExx5XP5K4>Pm>7@=h4yy0`>+kyX_39x<T-UB20r
z6@x8yJU&X~xWnp?7eBqp5ag2hX*c;jonXa`|Dgd}ARoHt-&(S*Y1}h*Uq(dAJQ91p
zvugwVnFeOo*}lGXMTPCiC|gxL)$<%0rrTc>#?{y|Qh@q1cexwSVroAZ6wHkeijaMJ
z78l^awXpa6LWUi*1(`vF&p_98zYPegoIZc^_p*#~n8yu}L3+d;NBgx~)oiN|2gx2}
z%acx((OiRu>r$V5K4`3siQ>2oPa|2Ge^fA|>tdJJaF3)jHE6zxTt5a@CziE{*XT3D
z7S#z}X;U+&z4zoR8GpeKs(uwpLL^?6Ul^><zJBr9=p>cpWv2rD<^M_VzNbFX17;*B
zP{!g5_*1+7@a<YZpBVH@?E0+EA%RIgS5#U^@=0YwU1}}VPVTe^FvX_{6g<21em7K^
zM4!YZA)MCl(Smk!(Z`rRh?VcVtpO&y#YH%UtLjX(e9;IQ^-B59{arnM1yW-7oHcVY
z%B??j^xu0neAV2`I`8J_(X7`JRezaU$e)NX9+H|;$O{Px#dFYS5np(r>}6k4V2(UA
z9fq1gzT@cJqE7$|e%CTB-)qIFf@r$Szy<b+e&$B5#ZLCWYx^(>#e3LCmM_1)mxR{i
z=B!<8Cb>V*DtjgzH+&2d+=Py<;V#0J+cJ%Pny3vDu=CcSGY#J_onLcKB*ayls+5%<
z5aG3BWR&ZqHuiCoR&_t|Ub^REhec&wuG32<=Cmi=rFg!OH8<B#5Oo6x>3)-{sK}kf
z@~8I`x(VD}{bGRFwOGH%XnDs@XId<Y45%oH20&OUL{~RD3T=c<>N$E0>lzs%l(h>Q
zp$n+`nP4_`*Cqhck1=OBC>lr6@w6PC<%3W30E~sQny48=S?UU)B{mdF!E_s%-x#4`
z*k8=OOLA)|Ar!=v@hfX&vD?;t)2s2~7x>IiO7b5W{`CU>bs@=d9r<wvHd$jQ2wX_x
zfpMYf-KpiR$pWP*j;1Y65*|(r5gtJg5I(37R@maRXCB-f<M8zxHN=K#v0?DxK@|Il
z75kVHDU%lLX&T3cBk1LRfn=miK!iln*oCrbGTt$5jUOc%HzZ^x-3mNPG^@kMSI2gx
z>EnJY0jVmR0{RyeAgiq8#)VI{ou9<#KMB+K-r&`k2I^9iPYy<+V`%l^j9XxiWU}{-
zZprk+^0U%huSTkczZw3+BMYeLqYEdAQ2Ry?n8pBA5u1FdCIduI>=ew15gJNgY8}f6
zp}@uv^?ri@CM5|HouwiqObRJ|zw(aD#4GdLI~nwqedGtg=vX2iuW=DX>B-*v^CsnI
zv4AwC_pyl|`C~IlIx#9vT}$MmS5Z{Y=;hn0+8ny(7V=*E8;>fjAhW&RARxsV^w25l
z!jD4xFK)AX0YMQB+ZCGKfo|kJl@t-?X0tMS@1nO<zcEu$mfNk61urc(oib>tD8Mf^
zOWP)z<)m`bdo^3>=w>p%*b1cfQvY2<3+`M46D2r19qQ}q^02d;gW}A$w#M`Fmh(m1
zGS0!CA3pP)(N5MJX-&GOXjQHgzu?wap-?hVF>r7;FyQ>7zy^@6ni#N%Uyxvr4^zkZ
zCmxZ$&D|~CJpn+va7-p8aVSETWF2Y+{3MTL;0rd??jCkjcGeDsD=oj2aOFG&ivZy!
zW8*8vnJpc{sP(Dto^57Dj*&#Y@%OFYHump1x?wYIOWHU1=ir1YpO<Yb*a+D}<Desa
z6mN&V8DeAUBYN@$TUuDi8n}*I`_}SL#R$EUG(CnVwvA^#%@KMCZYLdDa8rBJ3Dqe$
z&cBNL;8%0?F8?4SJu_MsMN{M3m4t@46Bn~PWFistWEq(%8-O}mD1hT4*Zb_@7xyE8
z=PLo_ck&sQCwf*=XO9eAN3dq_1o>YL+s{`8y}P)#|LGPI=uf>RI!xP1=N1@z(!YBO
zg~W)>OSTbx?Jed>h6}Tvfln+E(Y|JnJ=8pi>+KTw)l!YQq~Gmo;t^_ysRbVBF`)R+
zxbnAQedqd>zR-(~`rx5IvvKNN`8RWGo#hwzc}FMWbF;M_zuW@U`W9<9iX;8J>gxQb
zr;Somovk)scQbi~$xI_kSQZ|O45CM@a-7x?FLJ}r!QS{dOm?Xd2n0I}^r%f2k10*{
zygD=tGU4jD8`m{9v9Hw6!3*K(R^uh!R4C)q{Mh!<>~f1-2(PpA+AVi1Ch?Fc(uH9^
z>icJ!4I@+SX4C1kfemFi#PNyN*Mqa93Wlk)+-Ak(X~1o!S>vPPnEZ8XI#7oGG}URm
zo%Uj$sLBjZ_*onn9{`$C^CG-P-a?gdk!i|V8*`GVaOSAbI?USQ?ZAWC+YW)k#Gaoe
zUuK9twaUw~(1#Y`FVnjn?qL&{Y?EPNh<Xa8$s|dXPM=lEEXP->XGAT|=7^<RE84T#
z!U)g7?ef82^b_<ExD{5vTRYssly{%bNVK<qAp~YXxItcRauw;G5JAtq#u_eR8(VOR
zRFAF`a#Q2-<wt%!GLSv?<Y;yB&?_CJw2-Z}Xp!_&{o#b?>UX#&aVm4=c*xLbHljQX
z;k7e7Bzl9V$+zIv`CTnBugn+oOWEuRGZ&rjGj}tMaC}vSw}_W75{)E%aE?M(Nh{g1
zr1VL{W}uW+mZ3)Wx*=0<?9z*CIsrLh*=UWL;}=PJzqBwPo_An?F5q!BO&%%EPrHQ2
zD5mjK*489#;2m#Q{pjLbxxRX1`*ri$b03R!1E$&wheQkQB&hS{WRr8>Jv#sE=h$IU
znx0OGVV-DzlQ25CR3(n-FmSFU=^+;tiwZ$t3dxVdPE*Jv7rO_H-ZS5Zzft<R_ze?~
z^O#vI;Iejt<#WyXcJ;eeIjmX6tJN!I&e3}$9oC}<)mf;RVAW@JO%Wn5&oT2cCc&T1
zzH{EzzcIO|;trzCs0qz!|1h%DZR@&S+vxd6>~`sM;EJ0hJSk+WN78sb*mxa1U{V^Q
zIN4Jx90%2lE4od_#E?vr>Wo&TDUOj49;Wk2gZhl3{afd=@7o+3X3c%0o9C@3v0oAV
zn$sf!KNr&h%aWmt&P$ipOP3D2MqkpYO4zC@St^DS{C8G6cmhZJ9a^z>hi0t?+sX*}
z(GG#{88-Or4l;tl7NhnY(rX0t*h|sJTrvw1V)1DJQV8hZJ^=CW{dKS~LB-Pa5s&Mq
zI=d|feYZmUEby82juZH^p;|4x`QphdZ1fRJz!uEq(5>3YA0pMsL7_h9gj;~XGz7`M
zg%c-Iu^NQJJLk1m@C!S^6sRr?2Kr=pNEQpps<^wE>9*jBco&RNM4)iATIpGgH`U}{
z)YSZUD^ar(tN!>j>D+0C3+HUtE373<$%mb9(N4Y*dq1NKKBw^L`)z3jn7vm#jfAgJ
zv~<G^Xv6vd)eo>E+Kll`2#U<OJK0Dn1uEG%$(g(he65@v3ok9pGdHelYWFuZ?W=7b
zF8;_>UT$P&-d0=i&PV6bNQ&MFfc+a?92^Z-ms)?+I1&Lq-XErtMZk_f$djF+b{9<;
zk4jEnB0|Wz1lp^*D0-_Z>Usy**ci*n8OyylZX)<f`<$`$6^$o|5Fao@Z$N(NVF!CO
zw3yIx>z9nok{%yC0iPs*PEv29LrVvL@l9TADj}kKBW#sFFrtzRPQhY8IK|)}{mg)n
zbFjc`x=JoF93WA79h&WA<}`T<cK2>@xQ+fL!MbykXQZ?N0}fXV7#D3*H3=~&1geYZ
z=}fn!uhaZ=9f#<#GC2zC1h>rt#^-Jr<knL9W)^!Hg0V4N*v=VeZ)Pg$5wzW!b4a$j
z+<K0=1#NuXnxN~3(L9Wk=iObE^B{K=s~(Y`g;2Y_0dVo41C8DB$GeR_4Q_KBtc~eI
z;L-M@-6l)<izaSy8a;lpjM!L7;5iO6K_SK(c-+j8=l6Y8KXM-qHnOV5^AQLC0`l_%
z4^w^3A2xG%9+9*5!H?aWsI$uybMasxq5t@CsNgf|t;Jv50KsKHhvnZdI04y^zvt10
z04F((x#-Pr`8u<_<qKW&2d1Nh04gUz{q!pC7e*$@LabuttP*X^?7uizeh70h1~@5|
zt){(S;feK(Fo<9$ThTDVz<i+3b+SAX{PT|ZfoYNK{QB!lp{b4PpzlUx+fWLeHC$^T
z7##C;fm7LQ0-v8+wWc4<m*kEyl*Bi$-5ju5VQh8^S8@j>MIHXHU1OXjij|W_G|D(A
zHH7YWMSko>S?&)Z!oOxkJ%*X^WdFDWN<tQ#*A8>$h+e&o9tC`@z+(9lgz5y&g{@bQ
zlc%ECZ(Oh@5sBL)X(^T^i11NX2h5}emw3h|J*vyGk1-jgx46A@BwAx>JSjq3f7he5
zeu$T)2J*89Hq_AWG}<+)zjc}fKlLHgzNY;El*NUeD(}4%TGBu1rY#DMFo|+Qgi~14
z<oeJd^ou6cCK7Q_<(q8x)vlznVi>y?G#$i6dLKzSlo7Zf^w7f3B&k3j^DQp_a#33U
zM3M%H0=tCg3a-w?Ub^Ed$KmY%{{6ifg%avZ{kCO~pU<s5<T7d=>Qxpqx_SH@I&5O~
zmR*X^Di;vniBFLo=hC9T8g>cP{$5qbDft`p<-O+}L9MaI=y_)%!gc-YPd>#dRY*@~
zPu14~2F^+!?YJV%e3P>30w*eOW5<xRY=|QH!3?3fc%MSqOVKOSV1vKS#GBPGLcV|U
zS5=!rc(QYv2bnX`{!CI~75;|6G-5E9t4m8#WIj`Fco{Vr*c|wO*bl80pf76GF3_rU
z^QsdeWTufBDu@FzNV~xsaBAF?LM;nCOxzJs%QJ#cSN01-gn;hH1Op4chQa5JhFiDG
z8%<}qUc?m`ADL8librO8iW~4mA=rb=0|ZO+2rgdw`gRVE^Gp+XAZ`oBsHQB4T<fD=
z3H;DAxDJ!PEy($BWW8xu1A>i)+w$C!gg`COW71{rog{-^WT0C@ZEn#AqmN9kWdp~!
zC4Is9KQqQxSxIQBN$KiIC0%$hM7G!@|FH$jJzbEDua_ON#2sd03z0~Zj9rlZqosJq
zHxNId$wB8!e<u|hUGjOBeq30}Nh&Wr;#l&iqCjR6)U<_%t2DcLT{aLyQ>RbY@P@AD
zjW{F0Q{s(d%fInGjpwo$N`HD}_N5DKIy768couuek9P>(S#iZIz3>(xWN=P!y?<?d
z&u_f=h1az``K7T^=Fq@9uSp=~N#M}QLdH33&B@s!(uYG6(l>`DMbBTEI#rSS@kOvQ
znSEiOG<%H0Q&1QqM4HTG;(2En2&*Ct9XOs7q(a<ZU%nnfU}9Dki=Tpdjki9)Ed~b~
z{c*pr4tzOo`ZvP=$0NrV$#4qR7RT}o+YCPW_(wK6;li|)nR!d(b+dFnIqfgr@gM07
zaWbB$Ve=jdCF;^>I{6tm*ojLc*bkP(-oh>6BGm!oK!gL0F<p!kx8PL24ygdCg|D5Z
z>;)eRv>a3Le&Ky*cKkCdB2R%TXf5j~b23xAvM`<fxJXH_;>`K{`*V=o@8PKC*#siz
z9IAQryNQ|lA2pt?K|KfA&FR&*@_v05TKi$G-M;|pm(uX@`ylM{Ig9TA>$^T?@4kMY
zzW#Upz1|9nK63K!<mA2O!XkXb<mAyX(4`rGyn#+YzuE*sLFiTzHxAIWZgKU&=iv3n
z6k-TUdIZ+XqoQt-^|7ACb<uwf%0Jy`XN|z!g5tluCf%lG8-h1g>=Ca)%Z3wYN8cAV
zp6^E;?B+P7z#S^##g*urFmFL(WP#cTltnMh#6Xn#Hkv?1{ucN>@IZ%hj%fYh&WWt`
z-kD_%(zk4g>r+7V$b>+ff4tbkz{0SW<~r_Z^uGR`e&Jqa9O!;A4EA-oC0~Qmtz29b
zMI#@-Tchp}I;g8*f{x(F^wsve{*%?9T`;Q#;^dD2Tog`69K#tRWda2G<D?kR!&->y
zF(ZPS?zSbA(L$TNjz*02+Y1pr%)>Am6k_IYe(TLWs{QI5-f_L;ZXS59KTh{}!wP;x
zEVSoK)IOL)SI*AbU!0s6!2=!+r~&8jpXy6QcGv%C1e@c-3s2Jcfo5ZH;|xq!zoDi!
z&{p}Z5YZa?@86I5%czL2v4ff27Wz9|Uu+(>gvZ8h8*q)V-~?b5i&HXwM+`6SP8b9W
zgB^%~hCF=9<K%PE6aLCz`t%$eBc*f(?M+nuH^zpdXM#j2f2e#@uVR(#@u$mSWlQ3v
zan%atZ+=Xj)3?F#6~7_#RAXx+xN16dL(d*DO%7`;*ijbu+TgOVj1f-r!OuIwr{Jx~
zGiWqC#N(dL#!l}dpRNQ|EX6GgW@Y<*cm=m9jUqWoH<x(!Vw_}zda>({t?jnlB*VzJ
zm?g*&sT-cf9!}}iau&V?jnX64<*1o;j*8UoSbKy2@lA>uWK?Bpa4n$9G;i$XtSELc
z8boFQ2B;Cajh~<wghA0FC}QEsJ!-etCf``}kH1N{v#rnxWh9QhC_3xevr~?07%>t~
z!wrMen?KJILZ$dTGbqyyw4j^GxE+Rd5<Y2g9M(<LU$xnHGM{|bkeaX;Z}q${ORTl%
z?C!w1*fqf{ODwBcCH|SOjs>$di(XKD@VRFf!SZWL;N5-sTMe)btN<LrfWh`C>0904
zS;qz~&bc79{Wl}8hH?%Pnbd~2xQ}7qj|0q&j~xs{CSNPo7xt_}qc}t_{AcR<P4$oM
zl3%g5JeE1K6lHS$q|UOnE`4|++mg1!;#0ITa}Ie`%I9hIA;BuIZD@TV*ZPMY)v|{>
zQW8ozUwAQ`VS75o_kWat^#IHvyKW3C>!jH*N=sKj?Z>G5%O9_W3B&E?PA9nmJ*(ON
zc&XmcUw>$#o<6aZxk7|vz&sccYxbkCYQTroQyKX64J|@isS(7k$3PSgTc`sTs{f%s
zsvO&_=@&?Wg`xD(G$)prZm=370<tnD=gqIR>_Qj{-LUuiaM83CiKy>`{Fm}$d{4z-
z{h2oi6YOlJx~j?ubJ?tYSGpD*6o?FFK!s?YR#%=Tx9wHa)<iSWk9}19F8mtU`)P<H
ztpIHhjZYe_R~jsef74U3?^$9jD{Z=lNLjL<$DDYa_5)2!QIyir#S{5FujKsP29GC$
z0`!U5CA6<JLKn*O>-AyMTYSc|eAL>Iq(WT@rz%l=4C;*({4Y$2AOSk!VQ`BU1S@p#
zFUOW!<F-q+ZB>Kqk6K$aj8JDw(2!R|M6l!!TnI?8Fw*mtk?dhb7mxzU!HE@?X=Fn*
z*l@4$^S;FBv4j|(Q41dnQ0PU-qhVpp@iBm~o}n?&Q^?Whl7y~RyxU;=bcY*xhlLEa
z#g2+e2Q0R_UvI(jM64f|AlSa(qzB?54PjlOgHN|GFp55y^T6j8d-g6OaP70;3ZDxl
z@vBg0P6zoq!e~2NB3k;;7Bi8Aw)`=Q27w`dz9>X^X+LkN!1+cj(v|<Nc$9nsZ-Dr&
zxnT7s1-@qSNWd|1fQOK}#YLa%0IjiNi(r@_r6+ZIK6V#Q7d^drI{kXutIR7dJJ!xS
zUH@8N?|0>QBVA+VyJ%)WTl1^F@vWij?0NG+`c*?Y)xkUj%gWVylPUxXz(F#n(XnOB
z#R6oc>7%$v1{J`L^hmG;efqRz^I7x8M$6_#v$b`LRZ)vop=c44Rv}|^p)_M?qyrIn
zK%UP8O-4!>6!V1mi6)kkqVQ|`CW44wxCa1%48|bYvfwe@w_rTaCS+t3TuBkA_VTh1
zZtR7T(4#c9-U3j6O?E6Rfc2vz3w~V}&-s(0CJ+ijy>MQ@ryOjca2JgpbPB+1rSzx?
zxX+NP1d4aTmsYO}5I3U*WUl%V*+}0s$hXat-I$w;h9G*fyIQFA1FKz^2U>n24!cZI
z@3z)>^50*=@`BFwc_eSltJ*Jfgv=h6|GFb@&Tfz%2Q$#|yvNmxU6l9PMm~@E{nkOc
z#t+lGt@~LGK=AW#r(qlq<7|7Gn$1`02S6$xWB}r*xsIm5>k)#Ic2VDr5dk204$zD4
zUhM`yOr>@NA1}ZqeQsBwu+t008^piUF(`E5dNNP#1OWE0=ibZ%fKO}i(63kFtoozT
zZ+Ok}{@z@Ujxl}y9guU-IImY(#bvH#R9pSULhqe=fRlevptj$8)!;9j*4h@eFX*!`
z2yAI|xCBe&s}1)f2qK{t>10b%bqZ7jjV$>4LoLmeHpKhAS3D$0pre(dTj}Zjv(HUm
zSuk{1Dz$B8_Rq1lgn!WrdYm7ByK|p8AW{px!Idv!u*Pd95)n}NN%#L@pSE!nY%2=~
zTP2ntar2_NV@5?<#$pSzV`E!4)%I2zCqOfrw4!fKq1lOlHBxgo!u$=&H{h!0CQ*xY
zFDX8tvqmftTYe4q7N(8}ZyHM!!B`K%%N&y%3HSOu4o?$D`=&ky=SQL|7SvN_6VXe=
z<9%S~r5=bSGHJyQjj$Copu}A5nA?&*RLarDh6CWL9Q_(=q-!z||2%4L0+KDHPxG4D
z9ht$(jfx_6Ez$rVu8;==$Qj9KHHO}gQ~2a3e)Q>4K6O1vmV<vu!r*4XM7=nOcaL0K
zexv=6UQ|6y-Q0vLYRz~}EGwK5&+=;RX)#=@hfvZ5CWQ#E4Qt)P!Ftmr^K3WBBBx2)
z6MdT@vNZYMhM+Hhj(%twrRmjj$uh9|w=~6n^ZZ5Bw)MITXXBTVPrJGQx6pmwde$QU
ziRY=-_s<&Xm1|}z<D<5P5)t&TM4<vvKQTj(J1d+5RhPU>RfJyAhWqI~H!KQ1rIsDd
zqXvSO9AirCg{oewai*%(OpQ3VSI_0TxcyM%({~f%AL-Y;xzc@&GoWlb;i0?}j&){q
z7W8a^G=k8FhyB1v^Co^FO@VKGb6!END0KWSOdjU(s&s&l^O<>c#qp1)MGR-9?<|X^
z+!NdXuu6n|6FF2(zWb45OVLN;^wu`G2p(~*f^+oNF=@;1jhzl1ZkdpGlqU&w#bST6
zb2l%?jLjGR#hrV}ZA!BF>3%qb2_|)l3s}&4@k9PIG({LPBfDbb%%2-XJ}>9}&GFU9
zl~T``#d_S5_cojmmWGb#e9(W3{^s9|5ew+Q%({v0hz5R=;Fy1Qg#mvSf(6|KGk7yp
zj5;-_Nwh!VJ94`0m%CCPx=af#@C)H(8Q-eb?#RzQkqjuIxMT2z=KD$w!q`Y?YDwuD
z$tA25&(W)+i{uhTRDkdAz?gYjumF^qiXUf6S4YQ|BnOrTE^1xH*HH}u2yve8T>Dx@
z0CBG++tul_T&Zn8d)lYOiHr8M4dV-1d5xGLt&6Xf_bB@luGT}rS{yg!q<n^4VLRX}
zmR3N_PHf2{H7aY!vj3afVp^E#ihIk%QR6ayam(_fetUrZa|vaQq$3hR$(!5wORS<S
zF<%AW;ASsfbALH=|IFBe%WCN*t^)5~hM-C5pmp@nu!W+La1V&sP%K4GgCWm8zxj-P
z#dJxf;MX57pYu$!CLUV8h|fef)#YJ?FuX9)WTMs_zn|y#DsVyP2_;oH&)m-%ttaW{
z2|Y`&4z#AoXX~fNkd8=g;Kjhh;3F^c^Uy3oa8Ou*0Kw!S2Suv@ejD?ierTg|yIb9F
z81MKUZi6q`AFhtQzutTdB_I;b&?2>A-lhQ<8vi;vM!|gMSF1;oPu(>efJGH2;K?pD
zC2=ii*&iE2I&j(MT;(^|(bKzp%zzlTsl`phA;;|ky!KY;01}Kg85;9n3w)++?#_t-
zr%e?6vURO@Z7_cD77<ZjTc4Xvvj%;g3}<^m$Hqy=%?a6r#h;zZ4p{-3B0Vl9Q15wJ
znJsC$%JA?&oXP-xT(lPfPTgCe(D?d!i8Lbmdf|4iG}CSi%9zvBlhe~}q$!gl8=fN@
zmK}~68s_li34NF_mMM04GPqh4M=pXMopB8nh*DrwyV!m8`zCq~T#1f63QdD&uF_&1
znrk8%B2K~UA8)~(u;=FpS-r*U+{@2?SpoR9H{`ptTrY%8%)BdV-xp@@Lb+%3%^XUb
zo2u{M7GWaS6No_%6OVHg_)#Gg`_H?e&0JkjmkV$;J`Pvt83+k(1PJQ($fRVrga1o3
zvA@uycWo_AC(E|s9fq&2TYN@PO^&|<{+iz(t{lN(^(Q@>(J)DgvvDtb$zSi+>&o@p
zoBTG*{{p_X-D9CDAU>!qV72XTXZmMK*ewz%CMAt{AeN?I3A$Z1N54MZ>qvfo(*@64
zLY)--L<OK$;494!`2kf3^0nv|A^7|4#haf%oYE=SJXh@c&%SKF>Oa)&-Z2>Lih4l4
zfG@Y5wb33Tn`~!K1i9h9j~}C*`&WZ4x2|l%tMU8OL&pS`Unm+;U%#Ajsr>%FrqJ8g
zbMn2J8Qf0KSlcPc+r&>vZe{69y`$H&R(l1CZ@+O*qXhf~{4wq6tzJ54z6a`4S~X=f
zGWojh*i+unvtUbOGki^tfLDh>LD*eY@U9dcIbP+~FE6`L9F2PW&*O~BeSgXuo3Z+}
z6ga)KD9L=*&>|*0Klf@sxJCaO@hf;vUz3cBopV81l#BB}Tm%Cn^fkeN@dd!tb!CVb
zk_=P-sp3yJ-~aomSEa&RVbYg-qh|e)mG0X<_6vN33kMa!fe7l0ATrlGBZC+I+Je_P
zeY0Uc3Il-vLba$zqIv2>7#l=bBAOtAceu8?FGX?4%!z`5%N!peMc!SlKwt5nz7~YR
z*N4FLhEKIG6xSEe#(Ybn;yZ(#Oppai_d4>7b##t4^!#y6$1K%<-A5S*E}YBJm{Tu!
zd`;_VwTS$Ob23go+_hL^=app3*h#b_?LVv$36~--)I7PJ3EL#sjZ9-0edwHLTzl=4
zod78Hk|Eq~b>c_5p~=s*0`eU<L{O)>@am#mx5wVU#y(gwYXOm-i4Ns`3RopA(}`<b
zP7O<v%Wco#OV^wvn*y(>%7mCx6({)ESw2J<KCMBeTi_+estfCzLT&0~w4E#Ll5KJS
z3eBfxa+Xv78Hp--Xx8jI{~-Plj)l~(5SHxzm_QW~oBA&CD;+D}c-iZ#ig&S0L-x5I
z1?sE~Y)iDYA4Bgo!0wuqpGE}s?V>kI6_a1tN8;6XINDOO@I}{}{OOqFDR`9Jh0Z)E
zk|t!&9K0*=ZLErTVw4pIU$e(Y3$E^gb;^lE5QKa|_o5`~g@bJByW$1YCecxlK49cX
z;J_{DZ^QW#1nfMj&m(<*%u%o7es-@J`za?-8K0vyG*)K0%Vn`UTX#WLi{$lO9mQ#^
z?K(11A}60K|6uSnG@Yl=a+?6CJ%rp!=hv%eAPNQj!UgY`F<>r}-`u9pPkY=<cg%w3
zBxSFIWv`{JpYVdCKhW@P)ABvz+lHd^?WAggDNaKz0Ie(uodDyVN4J5vC6|aJmxL{c
zm@9{vH3x3vdhYj)*6$z5t+)NGx3SYWk}nD~%f<?H^91zrUg_oW>4oI7ydBo`)W%}C
zM3YIQ#iZ%h93xmR;=vT%C~e=0X}_&*S3+aJzfSdlR5SL!Gab`2y=DoTQwZw!m%XQw
zJs^nM+K!TA%O$3jrmtWBoIRn(-SmOT!QzntB1a_lGb~G|cXZg&?yJCbYNq3dcysYh
z6-;S4|13*}cncocFBxO2Dg-K7N-|PwPyZVY9xTRyknJoiztQjvY(~=$Kef6VgjodQ
zK%$qU&(T)=wkM9Pea`Zw5x8?8ol!b`23%Fq1hMXCAmF`slS}B-p<luxtus@RvyRGL
zWAf02{GA9pjSQ!=>s~={Au$0>W9wIpCkB)AmHbrRys5VExlZYp5b3HG1SU=Z!$$GE
z(jD&DUdctCYqsR7@4LOxJ3eHAGJ{r@79RG8{q6l<uSDe4B7r;R`8gN_(<MpL2SWdv
z3SIDC-)T$Hb8u$7(M3a4Q|Pq=)bL%TtjHZ^mPi_WFJ7be6if`{d)G%q|BQ%kh>C8E
zh^&vm`5A%J5P^06G*%d^B1Q|g3LT0@ON&HDPe8x;{t|oC9sd;9@yV$>-l;nQplKCw
z2-b(3f-eBS^h=5-2-!V@G+<2h|4>de&(CgRknq#78`j%`@&m(c6dj2U2voJTyj#n*
zY}Ec_HOG3P!DjRUP;2KSEz+`dbH!tx`uS~-v9*LaiWeUtJO9_3`y7n<o8qp(ecf7)
zJ_PRIM+iiq&9`i}op4j$UJXyK{xH0MASy??b8?5CAw!p;G!nOyy=O`4`S-U=e>AvF
z5r{>AuUNi+3W?D_3G}*Ya5wM34W(}nh|`4JFp%|%p@QF|fM7Opal}a~E-EMx1xs4J
zTVMZ+`i0s7yLVil2$?<JIP;*;PBFQHfg@)+C!@XX-IKYF+YLm`_!tfHaw}9L@#OAy
za10D~dw6J9gD+og1pJ*tcuo(mx)~sCmOtW_53CxA1loI|64vtw;ucv&v!4jgpE#8+
zYa2JT7ygHD8JJ1CE9g1Pyf(FQQMPzL_AjK~@xrRjK9Zv3_hfdEVYsq22H&~NEiPF&
ztn+5MKA`&-DSu8yQ8`|6)xM>j;d3ZGx^6g-iVV4sCPYfz;o@M(c}z4g@E2@BdwDL0
zA{uTvUB|4(g?;ce{zZj*F@v4`xIIf0$&~xh)J=&c9ymD(^tAM1GyG*FtH(~kSfL?t
zaT;G+Qw+q$Sb9IaaFkh3%Er$hs?$T`Vk1CVpcQIx1VR=4MF*@2v3RtEORz@c*v98O
zJfv*8g!3<^YR#xPk`-#s+SmT6goaP1M3=E`LOtT0yfU36Se|3b(2$iSIbtKFX)slu
zr8Pm4%f1IGs1UDj2?t%($@z3@f=S+2BYEf{;w$v)PyktlVs}fTLVot7l-Qp^#a}?}
zUA}a~nBJc-U+_Gk;o)#&Cf!D9-QgbIvB(dx;Y;_ielr5?u@x~!QZ6Z><Zf|W>fF6|
zp6rl+Vfz<Q>H2u^0q(9H^f7kPxAiU;4zYXu%ES%MNw>lX6BH$#wk&7;-1<1y==+9g
z?N}Xord&jChox+4T*gMh)<AaPhLg9igK9dOf7i9har%7`l?$goD06rqX?{jJwNjN@
zs`M7w75d7{ySgGWR^p3SWk6ZlQAyD?Y&_Rsg<ftoQU@=xythARZR^TBb=EPK$m8v^
z+8r)IBKxO#@f5T^asL|y&lhu{l?>v$P+c?K*{eY9a^pSnnUmwNr=k<~qyQ5SeVO|~
zRtw0k{)~kWxy3yS%!5xv@->49kzW7_6QOcELnIb_Fe06&9+(9hp<_RlcJ&J{IA>Kk
z=SNF7>}3BFvr-wNSl&s7Lc<n+t*LX@M-!Y(%Mm&hMK$nMpZ948A@D<hKjciPe0Vj)
zbC4=@pp6#1P@%T`dM%oE@zS(8UIHt4!F^EFVo=g%RK#Tz``>!0$VsOBc~Ta>W;`~U
zIL)h=h48dMHW6Dc?DO@C@3|IWQgYRFa@9BFYHu=1DayGi%PY4F0iXjUpDUoJMYd5<
za2{U()NPYK!|@RbwPYOD*c(YaR7u)b`AUz4hnoTprGK~g_UFEr;9;FPzfHTtpn<cJ
zv8|Hf4{`{|Rkw<zHIBg5I=q0F+=@QtZuVa*znwa|0B2lQ*6^s3-8WYL>8BJO!nI^L
zToJ?vwj_F86Qhk0Ar@RJ7M)AnR}x`Ds*7<Vz(OB-wTlRU8^JPqq7szDUBWK#MKPlD
z4KX7xf&vjP?aZ>_IuRBlLQV{#i-5!`EvvYU1Ryq#GkU-v83d3=$fXbgWkY=_23RVQ
z>6f3ur(pD8uWozn-rryqyo9ktbuQK6(!s&<-!GhY?xLT@phAF*i&!A1xD#BA6)c5i
z<tQ%#h&D$?$TL1AkY~gLFjQ+;m&+{z)&kyuJuf!AjUF7_iHRXgJDmfp2}V7#Mm-^L
zdXSuh1t)$rL>hu&WoaQLOOJHN!ov^o;VXTKJI1=PO0&00CEW4CAy^Tz4aM*e!}OQM
zc#xgFi}t}lRWpmZ2DtT)A-J~wJ3fRtcA;Y}eK52;sXo8|Isph9#TgMjMeUIqXrX)V
z{^AqoHr0<q9=oZNd8~1kc=7AzRYr)vSDeUd$D;r-!AGBy#2fI@!$1uaR6X~0?{XiW
z2Se>|kK~(nAn$$y*>Zso<@#oi_uM#Pw`3U7Yi}vsgHdC~sAkl42ekE~r|1DDE_c2j
zjq47?=?NjP<_=doJa_k<d0;_T{W|{(t*BI4HS0M2JzHmPCa$~zqe1=y-eQe^k6U{`
zlECh$0p#zKlRvi^w1+EyYY%RCDiK$4BXm`!h_SNC`HUy6;&TC%vQqVQuFgxVx*c@|
z?{w6z7Gq<#`<P`#{7k=7Ce(a*Q!p8cEcjE0k^1d-+-aVO#>wUY<!__9EP6;<7_Wzd
z#5in%@|lTKZhl3<8I<M>{Pv%;35M(dq*P-I%7y-42@A`f(8F!ek0M7&zYg{zSyMH!
zOmzLx){&FLHIoOgy?0gr4s;M3iMym|Dho!Gy&3+ZZE?@q*}Tih74){aYCp!wbXh#B
zSE-G`Nu!1nJfz!R=tn-wbNlE45u_a)Mvpf>DX8__6etZM4n~`iel0n1se29%Q3f6k
zt_6y+a;!Biy~puPI0W}dkQhX5EtAt@)D4TtXi(SGu_!1=i)8<KoqB#K07Na_qPM(#
z8Sg-y->^@=%_88x*O?Jxf!4<p_nk-S`mO^rBd%Em_ear2QlI|GcP^|7D`b!AY($Xg
zSbOU0Wfh#r@Wfhk5Go{57~=7o)1<3VAejR!v;Wa2;<Kk!+yL8;e;?m{_yf7r`}S9-
z?Lq`)QRL}2RYB5jzBsI_8eJxlHS<}Jx=DrOV595f4o<?D69b`ivHXK7)i)yopR;z@
zaL-dQNAT(UZ@&%M{zBKk*-+8?v&r`mi_$mT``Fw^c+Iw08*)BV<5M%BwE5Ge*D?Ik
z{;8L(4^zM&4{vkwgS44Qit(;yZJUg@-qo4}Uvc{0vLs!b+}SeUF*Qn(yB{4Vzwu5l
zO^9G^*v(!#)}HHREiz_se|ApBAV@S9*YK1E&LPM9#N+$W?>q^nqNe%hi!|h~JkF_}
ze99|!iPV0>qx~@MY>P+AV-owr^_&j9AAIfI8HxX9rpjs>x!Gb6KF&5ie8qEGr)Uq@
z*tr3Z&Zu=gdb}WrtivK19`hW5i3L}p2O?<B2tY_QK!NB4a1k%C;HR9kcj=BL`c8Ip
z9(4@2K!h0msjL(y^}-mAPc6f;i31P$O4SFNDTO2_Yx2Vli|sga!Vl#{%7=t#u&*vN
zB`#CNE_20hv&C-n-;O4Tf!+R>1`ts?CoOwzX+1`)bF8Iv?CC`}i0364D}>;Y;v>!D
z4I`lyBKb_uZyAya?qf}e2;}{g_X=pc`;;$)ai{4ysf)MJW2<vT%F%zo$^ZSARsEo?
zH4*6-CM>c-Do>E?tcWag0X>HXr3)VR^SzIhwyc-M16Ryg5uF|oZ~6G;X2j>_)}#B}
z7g7JzqAG}@E`9E2-rR3(H)F9C6T6Ovusn_Z5l7@|A8xz=sFkz^ZuNP+;xhk;j8=Ht
z*-;5FMPh}~YtgqBwT^akPy~WNrE~jc70{krUJ8uvL4KS(c=g+E;1f`P8Aqy6WIORr
zt7dgHawy2#{a}eK^I<xZkgBen5lA4Nq@d^O5qOp=O~AMb#ln)I!p4ArsIWKu5V${S
zmyL*U&!B5b%rYOFaOG66dKy8~FE{Kf6^NX-D4*uRJC*uGc`Cb9c7Icr9JcOem*A@9
zJQES4XP|%if=g70rQkVxB?ptew41bwrKi59vbp1srs0r-NPi&3Kqi>+TJuQ?^ix^}
zF+1+9rLy6l_saVQT4zeq>mF`Mi+65t1wC^o1z&9^dl{<$7ZVk4Re@7*O3I6rLD(rs
z4vP`;f?i5G0vnTHk}C1Tx8%;qE_4Fm#PP6TGNcXXN@l1?A%58*;t;F?0jzOpaL|*z
zCxE-ST4N2WP_Y36A!H9e{kuH+l_hpjcSEv$%)>6MYv%p6_V&Hc{!sS$v`_l(LHXFc
zzPUqbdlP^_nYfvGG!!F^jC&Fi`;AT2eg+tu8P53Ie|dZrkD9o{sqm8~>j2{50F&O`
zwZX0!o9WH|F!|<ZuvEV&U3?>q!ZCn%DVBf6A6~kRv>3rOxWmA@i)JxEZ15?;FE&Hx
z2Evb$qQ#&|m*RAX0kt-#`kej2va(Vxe@=Hl8>1TCZ*Zf*Xc%Xcy&sasbCFw!JHUL5
zL>vIy{nG9ETxFH}DspF5zrF3@z_)7I&;R83#=RX`_4D}g;j>V1NC^05_4Y>W2Kjgm
z%n`qvhkz>awt&MH{U1RD&Sp!kmzVwW26r2O%kA5Lc^{M$u(k^aT*ggDOTzrtE}lI|
ziZwo@GKs-No35Y%LTw#~eH||55AY`Z{#f66o`5EQ#P98%D(>SB$tAD$s!bdHk(9>%
zAT=VfgF~~j?`D`rTADADvzAjbwV{;8#3XtzdDyJy5C$EFp*X9QR7F*D|B7DuIjh;d
zzzXA~62asaQ@2z0XpX@53uW}`#rfP{I*pcVK}?7xt;hUDWfm<j+KLuiCLLa#m%}nW
zEiCIQvF$pmuRceD^I1dp!?;vQ>(Q8?sPO#G*I$ddNE=Cdb9TY-p;V5XTJz<gH$OSh
zRn9n^qyxXRj)wnp_Ki}#SSKVgtm!ivh;b@7Uz6v;{i}=Cl3u#$-6%)Xrs^L?7|l|d
z{Mk+M(=Awgu}k!bBFFm$GCU0qkp?N14upB!dwMV$h*JIzH}g(3KxjmLxgN+*MRE>h
zV!hXN_)_?S&FJ@dI6Rq>ZEDogo8ug>QK2lA3WYAh2KhM<;U*~MTp8}5Lb25a6lG?X
z#>#Yz`bjUqNfs3WeT0^E<+I@*OTTl)R%>Sx>znc>=!|59j9c!H0vu=BZ1Ag6Y;^iK
z9|(2<rIb{khhqKhN<!6&=%-lq0S>I2>7KzC6O$$Ap><d*<7L4|56?+wUB|sjy>W&g
zOY!X+9@QSy^*<m>_j35DyTdj76~FjPKPfajb^lEF9F5lURmBVRlb1bwf>^;aS`y?=
zSoWWe<iN>)(Yt!WSLh;RV0e9pg=U6sa<N(kcCk)x9B3ck^m(g3Mx-!WkK5^--D+dW
z7{%8UzIoEPY8LF&fowX`Z_q-qi7AKIE~5aXM+t=?5xJ1g=AWRf`<!#r&V6TWvMa1I
zb&G~B6ewtTJ0*!?6TL%x6MWsdEZwrl;Wq{w%n4s8RmQl(jfz2&F)(VoREosT{QBc}
zB==RuMDX_Jy9aqElwT!R!J{wHzD0jey@mCeVMQM>hs2iON<SpI_vkJ7*W0JrpGOr=
zJ9yK?=1o&*3NsP&-G&Pd+*Rj7N7SsF_6Y%Z(X(wYU=-<54?2Y#8X#n-xq%$baX@XN
z+n+g>U2EXQz599mj>IW2_EmeaQODb(`qyp>uY}4IKi4IHo*x}^x840&gH8*AVfofE
zw3!&d$oYEZ6CAAi8){U1&NzKOlwT=3^PS7$%LOldRaq`n`TKglHDnNM6pyIZ$ncTM
z57Nx{T1fWl%?udL^j%8x?M?&pTXKJSJEhBO$sz8@A&OTY9-5&OwV@OBG<iB|N+7DX
zE~@sT|D2#dHm-kIrGI$j8wWk~N4C=sExtLEbmgO0sj9$F>uC7$5VFF1empYINi-5U
zW=)8_W|`F3aOA%MUg8oyZMi#T**_8OBy2Iy{->eW)CW0R{+rxBnc6*?*mc9klF9!i
zo!_pPaUaI*m?daw@=R=09_*14<nmq!5PC$_*GfaM3!}OqkjQ`kXx`}wiV38CPU%-w
zu?&1hnJ>)am6pM`Gy>TuCb*os4{+SE_+2|qi9-w`gMfIR4S=2%Q8dkN5PsDu<ti!Z
z_VAAq2mu|MpPoT)U$IXFoV0%F$@gv78mPL0PwAJL>ujhOtbik<<;M48_8hy1T^aqg
zN>OqLGFqZea;$_@LX6irA~0yQIX7p-8ia-$vw%^Yogo+FzcQcqdD7upw1nyeA_O4(
z`G_&r?zBSVu$zzc5RgnvR)%C11S`{l3WqLba7I1CkmPT}FG0sAq>dYi-Q7Oj>DVC*
zPn|1^A@x`JFKE4F+zS~lfrKrJ*m)W0>Oyj*5t#@$LN&b`tdNM!=O|TOO#RC2B^K5>
z*q^6zQe}69(tfY)v8^O}ER$M{hnHDcT#Wx4ujF^}S8alvEet$WmDSbdO%7VhXPS;f
z28L(v{r0WC(1!ShVDr!~Vv=UAv267`jX?l59<31Q`8lrFTin`Oa$CUnRebZj<Q+4M
zPw&9bzTQST#h-HW4RXX-fEHRQ9%C}>DgG1(P&=q*DNTSL3c_<C#B;%ycVwA*`Z{9>
z<UsVqf#8V)_{km!Z;ueL3*-I6!#f}#Isg;UfxwipAld{%>ZC*iD(VJCNxL^zOWA1=
zSB^u}0@^~h#jd}H7E&_W%ISUGJ&~bP-Lj;8ie;~p^fT0E^m2cciyE5;wYTrc$o}r@
zUsO@^(a%1tY7{haH-BGLcc$lC7YV0$4!~QxIgo2h!ueL9P2M#W-UL&qjy@X$K6IjV
zi48CsS2!DRd;E9mU0|+3?{m;XA#2f%1G2P9(Jjevilczq_iM|xOdUqQZht!KBP=(w
zVXnXp^x1fI_2<J0&{w-TSOC_bdAOY!(ir>vc-aliQB%am!8T8o`Q!c0mAhH{-4W-{
z_LhtD>3KI;&|~_^N!xvukY+m^bE<lG`^3EE?sC>y!@M1_oItQ@4nsX&d1+MTJszL$
zyYr|AdLeK1?Gpq2?k6%>!GU}=Cvlqrl48w=sXbznqMb|-_)7b6lCd7jZgY6x@KgI^
z_ky!Zv|9pqv-m<#<IkYN@+&3d>6LF$u2(+PWo3Gw(&D#wUc6Rwk5e&#&>0d_d=%p0
zb?ndOty`t}ObMcaRSqdSU(Qje<#rA36IG~dh_BR_d`ZB_p|+%(Fk?`aw@)18BBg-1
z6fFGG#0nczvGS_s+WH!vIm|^#kaESt1>Gs9Ql+Am36okQNpEA}aqNrji2<&MiiN6L
zb}D@N?(4o6<Xt+0vLZM6B;Uk4u~#pql>OE_tn8-$sQFeN+gxIQ;%C^ln=UPrtg>SD
zGXn?|{bz}CzV(o6^eMyyb{PP|GY+?t`fl8W*YmEE&{(jUW#|5tE8dW&Aowt?V3W)g
zZ`Nx$y2ZTY6D3?MBY34)N?<9^>gmXu-TB9+B!W9w8u_=GyhAF=<7;J)I0tUcy~{Xl
z9F^^1!ds4Oo#OKlID{J8mFjdg>LhN_bp&2A(^JIHs%BuABUhD{T|~pj(H|PCM%_4)
zA|s<7Q$zY~A%dI;cU<Y!fK{RiyO7!8*R(L&^H4;@Hj{|iFf8P1lTY4YUFL24OV{t_
zR)P$e$J<Lt!!Xa}-lO#v^-1+}cQ35qWcY!Sq;z`6p%#yX=Y08X2G<kDhhrucT!uz$
zHok&~wP&fO^ag#`n=qw3{YiER(N;cHkhx&*{dZT|{e$3PnADGIow{!igTbQ$zbUfb
z0FHvJH|x84TY&^gAbi_GP@<fAjV_;G*HiJ?Jt}7C*XiBueED3n68lMOlShr!Ev_3M
zvm&M97(dPI#P55=EU0WL_Ad+X1M@r}PSOXcftTx0m(PbRsI^fGyaM*`%bNB4W>ri4
zOs#Wg_c#t&33SunAD`-2+n=%fvwwKe-4*p)yFp85YSYwpf8%V6@oRx$HZ@61=`NYh
zC=}0C(Z!9fp2=}1^5u6BGJDQ3hl(@zcn1A;jjrB2vhSUv4uyqkaNN7i;Y_ar){nW|
zuLetT=nKn03M+cZJFopSnPSkDlDC4RDi#wH-&OY+|Epws*=*)^!S%T*lSz)oEycn3
zhN$Gfe`f3h1PtjoKECV;G&P7K`c$T+#aqn$70fNp&rWmR`tcn;IA)t&m-(QBZR+iV
z-`6+8y;*d<AFRKo^Z#-LpL0Das8pPPay>y#Q_}oGqq$XCa=tmmzg=;KtoPcD?{zE$
z!jJ5lT1|OpQxh!{{&X~M=G~u>x=Z}wZyfvD#nESu?SG6GzX!F|R`ulNI-`cKgNwr{
zYw(|sbCMJl?`>(QseJ<YqwC}aRmbdl-vE&mAArwV6qbLP*-F|lR#`m|oR6WwI{WP9
zh<3^wQOeSVDwco_E5}aZtP{0CFFezbf8VTxSQ{~>%((7)X@>b({*dq|f&02`Qzqsd
z>;2VL1_4QIJR1<|@=2gBS7;>cwi-ef^0~iSfZ`oX&)BuqE^jWZ2pwRhXQTKQK?>Br
z_cmI2Z)Nd2!SU>=uXd|f?kY5hca6J&llj{lhj03hCG#EvhYNp*{w=Z0b&w84cd84P
z<`5m*%949pVuE0DiEk%2vonjco3<At$m>5idk-D@0EaUp;!AoDcyY9?x#F?;UwCtF
zPjfEQ{Zdg>t94ZCvwj2~M5jyHf^IajL`qejz9gZqgoxSxJ-dXnl!!eWrieRRhec_V
z1N~Nb4gLf+P^1{x<W|;Z`J=_Mti`gTjhl3#h_S&#93;(j>fOmo?*!m<T0UI{L1x_5
z(f@jRiDkaV#0o^6Pe+~WMAhotYXed{vR<v%(t89q`vlh%=e|^Le;Pt!(#Y$TM_!(7
zn*0NiOAN|$Z!r2VRI3Y;Kw@wVu*0*A`+u`<*pXM)z5PS^XSANMpC|oH*=E$!?3)9R
zY($3Sj0*Wyan?!SZ`%b!gOSmfpU!M4-4pqoDN@NIP<tQ7nDLw$y>Pl=o$&wg%+6~6
zOpD?}a}YPr<juBR*nPW8)1aI$WqYEbiPOiC*Y&hU=%UKEJaVPuP*WO!a>mQr#bTY|
z(!mULW+vBi)f7jq^%_KWkbKV3=>~%YfoN!BlGX@1NqA!rFTw_Gr4xs^Kr}_s_uM6X
zaV9fhH8<A2OO8RF{<8WK2VL-1jPXReeUjyZcu#p}xv%?WF}b?l>n`fzpMRoYcYkQV
zow`q}MSG>h{!;1tRy6G@{Jy~WD<H#({2C;9jn7381}D^ph@(0gQ6cZ>=0v7E>|TK6
z>9-K!Ln^x^d}I9Yaqq`sa$oWA(F+T3)zS;LbBX+7VJc!^ZDEJ~Y~$@{DfQ6uoYVx!
z8s(w)j{6(@K+XM@>~?MJ@OJu}Q>cxjA9g1=u5S<wRFdRpHLx)OO}A+?$6H%ty>fE&
zR@Q&5tc;3^jEb0y3mJ_HyU|0xOyP6M>At5{dif8C4gi}`kb$Ns$QDS*7HH^ZFrJdl
zPyxRni=CpQS|Fxcprl%$C7YopTOucGW#fwI1~a8tZfX&$STSbw$yceyn10T!=6<!`
zcbS#}Xv=NvT}FPd7$&!ru))oh*F(=YdeVy(0de_!n#PP?-j8xgV{@<e_UrEM=C}j`
zZlQT|N5`hQ#{bHrevh%NLCvCW!9kV2_kYc(UEo2bn?zes`W+y&A1IM}Z%?=_i4}-;
zZpk;yl<b+DsAzqZgoTB17hSOP5YE;K6W_zdD%{qBA8v*=4uk`ni6|883oAhM+;*li
z%bsvkKVA{21h>4~h6+~5V_6N%bsVjnA=@ROG@_^LH9b%b8r1DfFF=>vUm~)`c|HSK
zVSwAn6nWpD?(Sy#czq49c)yTG<?|gaUYOg*K8*8uE5Gg^k49Ekv2NFwI;uWn-_6fX
zubNBVU2c4EAE$lT8C|c^puNA}3aw(fhWl8ZWDMK{27Aw!M869Rv^b20U|Zev!`#hL
z(Z9>#R~xao<>afzlIO!4q0~%4892@3*FLJ=4YW?qi^~Qb#f|=^et%-SyHhGER<^e0
zG8eE5)|t_zDeHC>9@N3S_oIThs`FWoA@H?J7Cn0#pEURc!Sq1bcZPnfaF_w(kd%1f
zOM06(<O$@LRC1kVn$zf>49N&N%LcYwvKt46zzAMu*Kxb2&L4bPUCF3eSoX*touYK9
z_+|Krd-9z-jyMS;t)@SCvDd95;QK|&CSNe_q(q&UPR3^9-};|rQT{)w&N3>h_U+<y
z!wg7+&PaEc)X*Re(jc8GB_ZA2h|(?69U|S`AT8Y~%>V<u=lOqozrb3o#ai>>K69OG
z-+TYIz3fo5TagdW`2jV<**Uu~v?XrSNK+m0mxcg#B^;Y>I!4s^Mv|;|p8829(8kH@
zUFy_3sxpNE(WG=an}~8I2A3C7vx~%<c|w}nc$ua%Q!;hK$Z>x(i7YX;WQ#vEDDC84
zc#VLdv!x(EO~ycGYu+@gN*|njzoY@!!nMlV7*HD7ZjRE=^4|XZWOebN_m5g7ilGPU
zRSvV<d0aeNFxl!?QAdW#FVYFiqJABbbS)uM(Fj66SecjM$=Vc3u>J0aN%#_OM#n#Q
z&X`<%S1~8*BNOH}E7@mOe?Pm~aIEEV?U@tfdarrf^tE1|O)u?-+%7W_HRrD{7lAxz
z%Brd9_1`eq>)*1!FqURhWB1iePli?fwUT#zyZNDR^qqox>G#OP<$5ZS5^dr;%=0#5
zj}o$W#dTj4a)cy9{e8&5-o$jSnrST|mcc(9ll;q!U$b%*9<o+F;q(q~bq(6sKb~2f
zG!DSPf`y~coEZ)EM^$oyB{QKG9nU-d-+vKA<3u*osVJnAEIFkaM9tdJzAnX|#mSh=
z4Q`_A>W)ZWBtXflmnvYaO%%gy9u}0)Hr#MxtU58rmI&&|s(&9Xa^n4uKK#vK-E1Nq
z>Slce&4$8Jd8PH`X?DE{f7UnKEM?t_n-@LsBp%8u=ki)QSH3^htk(nWLqy~B6(DU{
z&3GPOngr0M>OrE+faOVw9?4MO$xakC!@+mzgD|a2_F=VgBF3=ESLOs7Ao>c_I<pRm
z%zF}6sW%+8(~vaxx5ux>0`4yrAu3<(&rRFOvxc_|L`(L_&WrJfhbK!zipoR15^VDF
zPufTHFqU<~H&}yLzDO|oHP|Wj{W^0|P*@JqPOo<`k2b~86Mz#Mi1|lN`VQI?E}=zM
z)GZq_i+rSdth$fg#ux}RUYxa28^10mdFS?3Cr}K13rHGM=pU0j6K}t*n91Im`ApV+
zOE^|IiN2uYeJ~?wa38SESY!CDEJ{;w-(|7UK)`?YV7&qNW!~lpS$j(&&&Gq!SMHkl
z7aN%A2?urd_Pt7x!)j7Jc3me`QxtDfH7ALt$n|3*cOt5-!>;AJ&<UXoNIMW~?$J-2
z7!1RY6dVb&AzbNPaxaE#Em~dAjlC!luY(EKG3Oe;U6!pEYTH@=v9+GFv*uX0=Cs`7
ztGR?;09)_-PwF75>4C5tmyKYfUM@2Jep$|4^W@LYBmC!_wnRD~zs}hu3EI9ho-TCQ
z-3YIL$#)SfU{S^40z>nkw1S|(B~!e$QoNN@z8K|vk;;LYF$vkRiK3${1ed_;OSa1s
zBl5O0^R7e{7tt+W4Rcbma^z_l%at?-Y2qhRS0bO7mbTcHwpbZEji3eD(cn647JlzE
zvlb%XVc={K9BY^#<DVbp*B#|g8RJhWPW`|^*z~Den>Qd1tTR^JED<D|DX5jntCdM2
z5rHke=q!Dp0VLC;r;w#LjHRDAB%oJ|8Lx3dIP5C~cF<L(c>q`&naFUT#8r$R5mr9#
z4+%7Z>L>p6CX)0wKmV4~xXX$2iiMw#So&yE{G;n9{$~|qhL;%g3Yu&x_oDOjrJlRM
z$hc+N0rl1Zx41z+RcIfDCJp%`3F@v36wHo>4#y-6lz=0Pb1~*DmeS&s{tfz6G<y}*
zYti2ky}_4^<_(_t8U|Vda_Lh``$9WKG(0(x_%ppO1XmxTo~Pe^`sLt!)je^|`uCzb
zx$S)ca!^~D$HjrH)&&284Agc3lgf;`w@LJ%o|59{!ZneIJM&gZF4#FJ<ZCCkBGFwS
zDb_f3o?+@Ao@Y0Kf8w(K&{N$U9d&2*XX3c+0gq|(%<}rS!+<9g(q_O?!#B-(W5|Zp
zKV&`#=>$`T%@RsQ_TNduC3`$SO6CUgGQ^VMBj^2yHc6#eajme6n_{$F8cl6_D(QON
zl&J9&8++ES<XWF%%yY2<eeorFlUV58qikqTU!O(a&n<eZXr+;qWNkLqDg$GUhSplj
zr*}_g+-UwxEEMcan*gH3=JHJ1%ge;TK<&c^HAO{TO-&nf6e#$_xyHVRyMlX46on9<
zSVra}-}k{^<lpA@s|yDcLN@|q2?JFK1IGY=Bs-yGh0IcS@KR5(utax|a8FQkPmp(y
zG^uRJjeH1!ObCH&SgcG~ysRu+Tx3BP#8@H5B<U;A)FWV7U_U&(ke<{)3;UvL_O!a$
z{rIyFlU0#G_xsBV4w&(~HyXNbUXo*r_e+=fZe*k!zZbOpo0>L09Cd#@i4_!1cW~!d
zx(ja!wyy#;bZ}3f@7iL@`AHmjc-KE>aVNw*Y`p{_dqB^6w)(PUgkN1^$t?FI&OP)1
z)oQ#8h;fNa00m<3>Z(zk($<@A^4z2P@?3p>Ya^SHwoOfrOpM~lUsN1!IdoQ)9FL50
z-onrN{M&3SN5CF_Ij7>k*mUCP?e6Df`VU3`fuHT?#m7PJ_J%BSveV!Q!~rKq_T%Aj
zQ&na5^Zk8jm7@{jez&j6@jc>xCweX5ubijX!{%+{xWE6_aYtp=-Nxa;vys?i&rZ^F
zJKuQ~?m$kq$o)!M&sw%Hd~68SMD6%_x3|4Y?fBt>ToOv~555;@4>?`FXnargTyMYP
zXku{faZ=l;69<I!;5+AmAA5Ys2m|*;R~Nl<JvZX+mr_bu=Dv|~j*L*KsvW6DIL5^k
z;}MK!9p!NOS{E;V$sYQWyeg{l@odADLGGhvJqBrlN|xl0`H%R*?D4F&$lelN+HUng
zJfl$LJlc^0ksJC??fiunkD<y2tHjHC41DAGD~wK<tutt&D@5px0cBSh$4>Aw_Hby&
zrkQAO-$VfIdua8G;gI)KBBAcm)iBXJQ&#WkM{^z7jGkqiw1Myc;#Sg92+IY>@uWs`
zY#8d(_v`u7+DIVk=foc-$~-W?9Go8*6>v35Ehtf)1zX~TjY}z-I2kEL2Sb#Z06l**
z9QB4-u06c~O&J+$$L=FOR^#n*FhqUUlR=VuvRlQt><+b;)}DbHU$lA*rx7)n7A;6U
z030`<&<!53-WfjB5IzpMmGKjon&Xnx80s9lGi>ppo3gpR!yL@c=YP`_IdRm^Ie#}$
z&!Zmq&Flk4&Xv8w-4OdZY=I3kpFLlCde<y2N+U=DDj%4f6t7F05WdN<=80`fs>7jL
z6Nx}oNjMiJIFRisl7>qPB{GEUuKQTMaihz5n<psKti~*r_a?QgUKo!=^HAh7_sP%K
zWwdtsoW^j^w~^B18NBT{D(R*gE%&L(Te6_<?@zwo&9GTX)$5Ae)A_r6*+p8V!{NO4
zBFD#(GQ$|r?dk6O`6O1%*&1{v<AHPCjqMEwv?sYcnf!Ng9vgIZs!p81+ZK63!s`8E
z!O#k$&C*C>UUeC26pE|;j9=3b;yLO7DHHRXZg~DeWYxlA=JJ7mB&j~}+doW2L^5K;
z6fRcp77s)g!!<8y3={E38+w-%W^|G<D;inT>b3H1gx`uSB$qX%V8&0>@_CYccPVfi
zUt3A4y-;B6N;)v0b^As5=waRKKrmDv;ifHIhslOl!q76`sGpitJi(JiY%O({yctQu
zTslhIcF{SfvPsL7ZF?vn#=_bM;ELX8v;Wx=HH<ILT9!sUPpb}GU&XI-iq_!`Qi|}u
zi(&w^#WcVFx-5KDSFn<#{o`Gu?xEmUDlvI4E43W4H}iFK6;G|xG_~J<u?XJ^V+oFb
zhE3>9(7fXfEoFK&squ2rdnRO_!^e4M^C%-GXkA;uhlU%5AmXY9$C#6lW3JT5+)<c@
zL!VGRp4`sf(i2uhqEDrg69Di}-X0HcZlb5az(J%z7*{8Z>yknsVnd38BXdf|)6SyJ
z72EjUvLB!h)snls+Io+5h8le)%`f<abP#i_9AoTQ&Rvza8}#(@6A}Ps_;f}i;2MAn
z*`<+dDt6}Z!X~SWiGH6KNqZ)}X`nJ4oxU9_ib!aGpV9teBm8RRGkk-q8{|m}mo#zG
zH1QZ#_gISHhKwU2Oj*PnWsWyc6c=Ts@93rPtfbMoKuDrSvdFu6_mnsZAb#*6a<>S0
zJn!jO)5fo+r(Y#cRx>Cx37sm@omEV@62{2q#!eY2&C9E9jjcxxUh~Gcm2JE4yl0C}
zOTVy3>4Ww7QM+Z%aBU{(c}oF57L=$DU7DUP(|JzaxgSf(;#&@1@=L*FYHm^ppCTCR
zeLsf%k^w#qc!VEY>GyAL4ve{O02t?Mq(?^fw;P?$c5n8>o{mf1$YL7(=oLyoXUh4I
zW$O&N3z0<#y^^_}FI^dK&#W>ZGPPj5g^kOxa$H)a8KOR>D*5^~O&;{D&N)hAa#k~j
z1_c@02yp-M{{o{YYNtkptnYX3Mvh}{Zh}|(g33ag<>Bt~J`6%z&{w;1C_saUeI|lM
zIRP7@*~M}rli<&_0G6ReN?4CC7*KkiF$sN6jwVkGO2EMgt=@zTx+1}t`&-WMlyRPv
z|6Wb*Vdw@Jo^eC=i8Gu`X8%QFqrCRP=D&9E0p*O}yE3+xkH=#FY}eoPVQ|aSdAUzU
ze~h}b%r#y14R8Y^1)9n}b#>NGnmUKl1^}+Sc+wE`(V_Bd9=o;}1J1TCB}enC_Dr+n
zRqysj6L^e1_R}S=lr-*-AFN-Aj;7yHx=b5h)-B=IHRHJ4<6L6m;D$#>4MYw1M~|d@
z(_&+<Fw)U!D5qWzKit_#C`O|(cgEg<;DozeV%E7})Yg((S(~4QUtO(U)o0g#%l@-{
zx?NCN&^sOikAn-n3XF(#h>iS!zJ!cUq)}0$VGjk?b=x=s`xv|rQ8*ufOAnGilq7i5
zq!fQ&QT!z&{QI_mRrEI_&2LT`OAX6?3Cjgj%LOMbxUCjixlaupLllO;-uG|S0`zvi
z2E%gekXqixUF#Q5d8UqUr=DuR29sEYmkr0yX;D{Iq!*Wox8>e^@?E(LyT`>n;^gNy
za?tl^XgD|UPU3$)qnv=%cknO8ZKEmz5W~~>1{k>`<A0?`FGUeZk>~C}A@*H3<~M)x
z4>VXZBaeOwbK#FC@faeI*9hPd^va33(s<e!TIftV@A{GwgYde8JDTX-drLr#jV_B~
zkJgr3H#nCCp6zdMI{qzRcLj<)3)SED{J<0!_uEfOk{1{8J-&2d6o<ji`}&ehjKr_|
zzP~d8hWJjyjES-Q-C=*4qhsdX>C(Z!s%*skP9%gQ3qJAl1<XkF=^yUEliTV3tqlQ8
z%y+*f3A01YbA37TaV=W{ZL@64yF;}3;gYsR{LSyjACHF5?cOsvjgIig-G+aaCZ7JY
zU%f}<P2Tgky0}h#&&$Sre9zco2x=5KwJTmRcz0*6e?E-JtQoDBeS3bQvC)v%h5q!!
z%xfbHhogHvjPZL-{GoUhYD<gJz+*!zL(!BB|F5u+ydK#@lm?6lya35<Ls})SWD<NP
z&+Q`qs3h}X{usCftl^!dlxI1BC#KgRYCCw`QayqaJr9K(>z69e?T3;6(&N3@$VtS?
z;<r@7sXvB9I-|imjK_p<w!H5@E;&O!5u2!182uQZ7>}5Vo`~@QJA^nRS<0#~a8!J*
zylEAx)`(zzp^4zj;W7a48ZjZ1F`v(Jlza8UUWDX)>rfSbHn5?XMLNj^zg{9ae6+-+
zP(PPF6xcJplv(bA3=Z>GeyRE@K$Ag4?`6KyHzU?cdcJp2L(4`NZ`J%)vEh$fe{AFX
z4dRA0TrI6@DwT1+yDh`-O)L37ViovkIp{^VAi2GnK0d6dJD)>^J!!+knfEf#_JZ%X
z3)iD_tLSb-l~hv+l~#?)902dz<wvfH3BXrsv&i=A&!S?@_P~KxedgvmVfAYfpU67r
z0L*sZE0NbsG|V*I>~`}>#yT*XXVaYzE{kr;=}3nHkJR6<3d}Ka{$<psqwUBKq-erf
z&vMw+sS{m$abBulwGJOCh=2X+{~G;EL1U+<`;PwbsGiNlrP%iAAwzd$80QsR)PVn7
z#!a;9RYYk37$>|UUzD-NNrv8az{|r{knX1Ir}z~RznR3;6<C=U);;YO;ad4v`s!f&
znethpOV%~DiKBPu*!ZQ&hYsk>+t7mt^o8cPK4@Q9M|KFN>I7^pGE2x8l-<7^J7-rI
zquRIWv)*_Q!$hNzzbnmovw)KM-Pa)@HyjUskc^lHx9-5=Pt^rpm8qT^IIiR+;^edg
zLbfmCt`y0OmnUsRSAHq$N9*_-*Ek*1g?x5VXM306a(nsdT8M}L#Z`!-Z4{=fR>w^_
zh3^+Y)HU7ruma~q_|MXG#w&<Rpj=bbVRmmt2wk#r8rFt0!Nk6vfzBjbk);%Qz2MXH
zqqdUDcxM2a!Suf<Goa%Ka{?ijLSDQO^wcpP7rp)*D-=C})SYfUj-V+S-X$T<_cTA$
ztnesen8UgEc*Xl-9N+L(q-PnANG^oy<2Eg-P<MmufgTQPRAj$>8)=LtE)<x|@J2X%
zHa(;vz4sab_kQXg1R=pJkN;R7Pg@@ou7?LF4}!oquOU6+`?wNdze%zz0pcD_GVl$M
zRk_M6IS#5p<mbhhf_8NANOWVrL+4|(=VND~f-(F->KAzgG@`)p-5|N_)*ZvIN~bjD
zo_!G*BD2o;%_~7<Ra4(-fU4k><X>}&@1euppOv$c7S-*rFDv-}42bpgd+-{!bmwyS
z(M`$00Vp&Y0fS6f5>PI%%n%_Zx>QbwQc8<TO2gZX8p&X+UKW*U92Jz1aq<BP@RYQX
z41{cY2)*9+k?g}B`{ZbenT<Brj8dvyXp9=iR@PAJ3^{GcafHnkcR5GUY*=kNG&y6U
z*5!@0z`*Dqu9=2WK6Z65+fS$#7%L7HEeM1hNQ@RXw|9qGk#duU4Iv0x@L5VYX;hyE
zfT#pQl}<ByZ&q&DT{wh;B(SuC84<zXLIdi5D7_Ac`ec_QNHxiu&*DBFJ~aq|R?Y;c
z-*p~ExO^CXU~ypl8!^fe`R}52=3knJ{EDAMU!<yseyEKu9?Hol;dB*=EE~Yn2w&IQ
zgiT&^hQL8MPso(~u>h|Ps2eZ1<sqjC7W|kAbO0*1OSbdoTTiIqU=0(1IOC!#6yKIk
zD1RIt`xLwml3iSpZSs{3@n>Rt#me@QGfb9aIOUrT8~YC|v~JMIaDYG4-hZ4g^5HQm
za4^iW;Pz+Hbz#ws=F@ASP&yJDSd<~lq+~OsRI#1GOwLpG&QmAO)r|S{4CQZx3*IpN
zre`Q1p%X4(7X~0;ECsYI1-vW;tULu&bTkEmL>u9L0g(Le@ceH1eA@o}yLHgWmW2*O
ze_|i!SF`iz*tCNT=4bVU#+HaP&<=e#0Cv>UrLHJJd)lykKX!1xRELiX#2{s!HgL{B
z_N55vvLe6;0C3Sg!a>MW7X%v+V9$kZ-vPK%pnhZkSmdnMhc@#VmE`>zd=T@TY!4@g
z-#ZLj0F!g&-Ifw(d!zk~iM##7QTB=da?9l-Y6}b)evtoK_z>#@FT$Ta4+mir)Q{W8
zHEQFKhpX;$HO_4K@pR+_M-Ch@+^eh0(B9;;*`malZ7li(?6V0zLjJ@X;dS!a*>A2^
zm{DLrAELCx@$)^ry(;eHZgc-s4b;Ozz6@Jv+2Irsd~!azU;AWq4VIE<t%jchIx4dB
zOWm&hH!CxK^=)=0TR|so+ElEHx@5cTLy8b()%}=ABQU7}H8?@QTeW^I#&qrA$$D)O
z0}DCt*191;LL!v~3mLf@MVa&?zc32SRMdxnQO;}*ppl-RL%tzUBcG9o(I6;6y>URh
zuHuuV<7>#MTvjub5IEEjhHmrCZ@*L#t46l)n@{Cj|E$v-TwLPqr9<vE-e7W<B_v#9
zMU|^I`;xvoOdIg8zE?K%;F~qJ{`x>W@(uqwnRVcGas=3%P3TT5E>=+H&UTIGYfY;F
z%R1&lFNq05j!*7<F9lPcsJ%H}`S@5)_9Y01Up)h}t0qYu{as?Uy>Y~W6Q6nDab%BZ
z3eocxB6zb+ZtASUSdQ8wnYhT%-au=x;V}6UgxGFRPnMd6)k(Go%Xe-xipj^enbe4R
zZ3Z{ooj2s$DVyty?Ll&fdvDASB1nXD>+3oG@Yt0WlP6SPaH!tBdI;+-{b|^b2m6_G
zOqMk&tpsSI{)Yq&+Q&(HLisq0bs(IdM1ncrSJYDzfpi0VpObmVgTY>JAG>we3zBOE
z#^+l&X5&d6qZ?nzV~{c<N#R7D^6))+{M9h3p<rbE*{GLb{IKFN^v{b|afeoJEbQR;
zOE!<#<KMN~{$As--&`{F^9v;JV`?`Nm`$ByWM1I7m_6Ve26KPL&7hQR7)dl%`7W;H
zwtQWGf5|c|@AgjrI4UKA`L8Rm!GX-x#)v`t#eOGkI)<yQY)2*uTX&k8qKRy}`3x^!
z?hdF%wI+I{nDj;`U4Ynpw1JhpH#zwn1bz-=^9w|vj*OamKA8b|u}{#E&}t*0vPerl
z?ihhpr4$)>xN<j)SPvdf(QrKK1wgzqW_ri$&Gs7VE=3kQUkMb)<5QSQGe2|n%d+q0
zr+nrf;jdxkKQH6M{>T@3wA}@92bx2g3^SVKQ<~I(e~(85oS~|T>-B*4ko~w)O!%f!
zf!Pql1K$Y49tzLsH!$8$C)0#?wVcP@c8j0^U|iI7a5Xa_e6|I7n}Z}LtcB?s`o)K|
z^{{UJ*93|L)Zw1v_eRTlA&3y*3f2agF!yL-ZZJ4>Mp5+}prboaVMUv3Wd}=u`=j3V
z*S_eV{?WfF9hUDK79@7x`m#BbeQ7kM{@{qe<YNdESZT<BoYu$^Mz%DD{>yGp(C(3n
z&jq;t)*g-Fv8K#r2Itada2N6RTXIUH{D`-5)rcWY=0Pq*A0*X7w;&i8o#x`LCk{+F
z2U)V?QKAI#f5sAp-bhGGKoLNeRvl6gJovllgGB?$2?TMu=zvdpST*7qJt8OwOb14j
zAowMFeQCVPtza~lkZt7nM!ZUBg@KOEMBl(c@l<Iy!-F#?)qOs;%A?YzxkPx>#kxox
z8uj<$J56$=XkZo@Yrrub9QEqO<~<q8b1waV>2u_2db3B|K>tZ@1~CgBE;-(h7c;3g
zhrS5FIi{NPQpC~kgOjZ>F<?zJNlLEe5^1C7Ec?M#RL4|Q#N<c_Fo$rW<#3hyqZG-=
zQrH2q?=UTx{Lajd8B7SK%(twswiSZ;b1{+y!LBUMFhd{(2x&DO2ueOKIHDIm9`ZXb
zWFZco>TaCByj9ZcYD!bfFVIRaP|q(=AFJT~$yWZ8p1iWHjk2vSpW+u+TQx0PM=e_u
zEj@p&1qoNUI$t;F2Y2EYccPLxH@qh*WP$9f(|NSpZ@BEClKz3=XP(BLony48yx*oK
zc2j{D)6&{I@*h~@W_7ZQ%Y>Vd?!sO0aiQ=Y*>y-dRb@TRv(w8>nCr!n$=_3ZPb-a)
zEWk!n-^Ts-sSp6I=p*u1+!5h%0~TPE{F4paWmG@xnB<3G_J4SQCmZJ+@(Pa$m>r$4
z7!EJKrDw3^r?U<C<PUn<_>@?fe$DpE_mS224V!{TI*)!^%`k^Wxc{=iqus+UP%ZL!
z2@I0O#w|xo_cniziM9CS$A=nUNan(Gd?YFa5ILs~q#-$Ci1Q}eXHoy{x=Z<XA^+_o
z;Fs8!?Sm%TwH|*cWc<|=!Fu=%uq?SD1;e1vPU|h$2sLm-+ix6<kN~0jt)9o_RUpCN
zc0%RXXm|1g3%SPYpp9g!isNNFzkrk5?|*;uD_>+)U>cI1mR2nqX}4DvIC(nEDHwcq
z^ij63l+kwrXi3lTw7Q<c37o4mf%$DQX`8DZ*H!8r2%i_xgnZ9IaYB>UzAqO}TQxkC
z=Lxmr37sP_(4D*@p+5kQb_Non!joYt1kM|frAzzN1*(RuW0E{cayg@@ns%)gup6xO
z4^uTv;|X7u{nb+ZHwdfhMPnYVB|nk$Os<z#9}7kl9>y1n0*kR|zi7D!hP<xaW{`=)
z(7Ef^>r3-uccrW)AHDA{?ownntODaH=wqJg`54~gs@({8$_IA3tPmM7t|$WItOEn@
zJ+>VDA1N*OECTg)7TB|vbYxO0|M2vf_`{+OiQyk4$1BmN;J>%BiW53hQ|?8X-)gvF
zl|sk<Y5rj26A}}_Vk%M|$X=e!kjs-K(Ojq8qe1f<D~MTBi;C>$9pd(`C0^VcYW|yD
z!6{vfwC38+^l#wU+6LPaA#uU+!Hk@IO8VI0O&#HtZ}Oii538v&0XSP`GeMMsMnS>r
zgvtc8cVDma27Ar_1=Cn+vQtUD%Lhzy@MtC+nS(MJHOdGYSd@wv-nbKCpOZ)H=GEK9
zZ`*-Bk0EJy`VoIp96E|;ee*cHu75VVFtX$AQ43Hspo-Q}MP*Ngst}pU#Y}9`<P^rp
zZ?`t*t6s!*$L9a4!Xrp8xJ+|(E%<04pON?DW2xop{{+dYe4?`bx#+N?8D$6C?(OW&
zc4JRVi>!V5OdYB;RTc(5F%3Fdd#?iBSN~g)`d+B46v|uuBoCSF!n046TF#8h^v<-o
z6Ul8${Dl|<#^R6HKYNMwC|f3{tr8)0^7&Rt4KG`x*`9(es|%(vr<BfhtIetgs|fIF
z-?wc(P*U9=4+V5dR(|@cAv#j$*Y)Temx?S%bh@WsDnMti!K+RrIpaZ}$V~E*G1pC#
zYEyWL+5eKp0`y@YF36dWlswnvzZHE~vmJF@Pfc4artL@4wxfrU9L;zRA&xfDo9j3W
z1A~Ej8Vg{$kphVo1ZoHt*5+?@)fZhK^7Yt9vl+opuVcBH?l7(8UW(wt!{r<tco{2w
z0=poj$j_aj1kM{=?_gmF=}}F;9bBceaQyUdDfM=S^#{v<Yiifw{oJefq@AD#w?$01
zH%Kt*Kr7Cxy8%K!rh@HYx(jLM5MLoj4taQ&k@FB**?TRc#Q(Zdy0lzojJ$Ds(U2ir
zyQugN0f~@Ny8o_0#Z|tvQAv921{NH=dg@TydY{uj??ZaA*>cAJ4I`nY9si5Zk;!>U
z$4Se&)!MzGmd~Lh_C@WNNA^n;;#U6h-(By(#39f?Xen}_kYl;1O{u6o3(PJ^n@bTy
z6%Cry=DKQH2JRx=(x~XLdT~@XdF&Ct1*{cbtQKLPPNM%pLCH(gofs>zve70&%TG8b
zk&;NY#fq?%BkQsau*0_0UpL&H*5-nug@k1lTJ?d!NHFkIAitd+?I@qd6LKnMGFBjD
za2utv{t0-x{y>#co;xi-;MS}twzv?qKnY7JX4P@`5=_)DePhLE+WGT@^SGq#LWO3t
zKc#8=WP-cv_D(C<XI^w)=d8Rsm}&a<D^a^$lbD|N6OkJ82BfpxP#DA6lP(M>=m{ga
z!_55-*pmc4ytJ6(wMMlNs9}J_dNz;S#7%KdI$HOZdtxI?rfqD5*3^&;MdI?zP`*72
zAJ6}Ly7_k%K*12>kr2m`0^NpRoh6`(!^zM~z>I{>pa^A>`7cLg3*?B5S4~w_VH|#e
ztR}!AX^8Lj2Wqv$=()T!ze+SGy=X}yYW}*}LbN5UVXhGnst}Q=pyll&V`$`I=%eTD
z<00?kVdLXLra-Ou<&%fnCl5zu4-;j0{{Goh>RDjwSzc<yMry>=!eGrpai6n>(pG-T
zzyJ_b)gHqB_%3M<7^grXqs2#uxf?|0`%q8sDBRl=5=c1{eYA<ztFj7V4PAUhPuhL6
z3oiCEkapwaY?UJI_`M30np}>Z?xuLB%RX(KN*o<YcLGE14T_TK`aRjdTqwfHzjdq2
zBi!dPdYmy@L}H(a9B>>_{}(Uvf>;(`KbamqBCkW13J^V8iK_!YpuX{P53l0bytr!j
zpA?=Sr=A`xf^P@HPdQ(CR$Cr-)t<|<rnI+M?>Np?-HnC0b@<vn{uAhcKU7dXS6j?L
zzSuv_WLNw<S-#nO6nXmWv}XePcfUNf@(;57a0?`ZQWtLHlOAB=ZtFAeFx!QE&yIM*
z+tJsNt1*>L?=yfuy=j7=RRg9*)gV)$2uFq+U{5lkUVdCmd=G*AJ@0C-@Ly@bmXbht
zZ5_%V>9n?eI5=YMH`eFzvG}yUX*yAoeM4)n;!Q>NsjT9!x^ZhM^oz6gl7yy@lCrC|
zo}RIU>2#*2M%`|RY6kXE^{7B9aJoU^Bd%RU<X#tdukg&@81L_GyWTGc{O{`|*9_A8
zq_7T&utRwY435UW>;d-eAkku=;pZ%v5OC|3Qy171q8|$A*p8o0*iNzz;uTsI8r$Ds
z@{X$EFIS5?C3k1D)-kqZUGnP0F@=_F(GZ^nE9MR5NEvW`h6j?C)cWK~6cnA=3HP8s
zJBxC*f-b7?5Tm%2KCiJiV>33j2=M6WsxT@GDrzvB2bkf3M1+;J;4_(bK*Jo0e1a+G
zRR>C-6Q*1B>5tIeT+Jq;(8d@hV5f@Wp+mQ=yHfb!WY#XngNuNTz_7$Ixu7g@grRQ<
zeF*oBG{sh%vPhMR=X@1>Qlkz@H(_VM+oBa``O%6w7k%tV;l*$7m|%Gc^yK!crmr`H
zja4YHNt7B6rUeUT*6+r04M!R)*am?NODpp3s#SCx%&fQRDqqTY<u!}SaxdY;tyHme
zA>l+kCCT`C{2Sa?9$x4hMtPQ6>7akcb>G!mc@B0$8NxDt5oAw4`l#Ca`H?<*N=ftS
z13KSs-p_2Gb67j(RutVKJ!cj4-2IfUK(ScsRrpOWYK!EnvBlrqib@v%t|pKC7qMLJ
z8hXVR71XxjsPR%pR&4sMmVw|J|5-Z=#!QwqJ^6%<Q>91)?IEg3pM$>cIn66ZOW_hO
z-)yF@`J|%Lte{UTbmBpqkpQ#hN3Etib%EHlXMf2j^H+QN7jn5Ckopb)df=27yiV0J
zIciVvxmbGxpExUSpyfBv;Oe$7t2IV!mqAcoZ{J4K<CyUtqp9k%^8UJU(tQ5PKQcd2
z?;XGF3YPg$@jmxQoGJ~)V1{MRR?qX{0NtdL5K5HS<pP6cjkR}^T^&~)JF-ZsUCcmI
z!IZ)tFm-KX)>aEBv!$Bac{D$v_uO-_p#jCEX2Oxr5_jRAqR+Y5TlI;V0_n5;ub*?(
ztnsR|rARG;BHbdM)w|)}d1uO)pF76^AY$mH;}$T!1gZXvgh{xf>}-;y|0dA^l;lk^
z3X%G>7O>yoYT3wY)ySLN5wU_1k^B)@DW^~+r)VCha0#dIPfmu9#>6??-L+&Wi1qi*
z*gr3#nl7SB4ogc8DcL;CN=XO9n^VkuasHt<j>#Z-Cwv7F`<>bOjTIg6J7xz3pg9nE
zt`uSS>9WLDJ!s|;_X6<&zShHKr{$^*tB$bc1aM!`hCqZMAupKhn)3w`DiZ+US8kYB
zZqQZcPl=fY=m&c$+BPaAManyj%2x6!^x?{V53!-%F?S+(O@`NtK&)f(XVpxhByogx
z`u6wc-k;6CHSD(o1j-F3Xu+{)fyHJ>ft}i1IOJ>8{fxofMLdNv{os*(T01N(IXvX9
z@#$(_J~mls2t5~hU0B|KHw0*bovEM@|H+#5^#0CY!ehXD;ncQgys)2`A~(is*I=Mx
z_DqHj;u^I6GvsJN>1-XXsll~-L>BTxBuPir<K<9s<ZUjCgPC(@bE@_R>-&eT%ABPt
z9KqV|nU9Who!u}fisWAj%S5^mh^ZAGQ0>n0ED_0&?ax)aYCU&cbe(2*ma!)$W_h2v
z-*ovdNZKVoUy*3DOf!k9mN)&fb_v&|IqK3&@$-Y?#X~d>22P?sIdcFQ+-D(6ztsnP
z_)sp>#pv3;zG@D+b6c|wEDpcK=x7tm$S$C|IU#!*7X|VZTo6QeO@p2o@ilWYi+U}K
zdj7jiNDvqfE9B*FrhQ#2_Bx;Tbw2Owd{*w-3<WhQOEn)EM;{pz>f!u_h^K{!z=epe
zg@}!XL7@F{6Ui^am<ZCwCT=ZjPL1ZT7uyB-YCNjo$;@ici{U@Gs*%uA#^mpay#ZlS
z0_mpoY?2Kema4K9i))*>6y}{Gy3xrI$Ux2;5wr(McXSt6lX}YAafd*j1J6Jew}9H`
z9UT&Y^t2%!fdmsZ`g@KQfSEv_r6xg2i*oLf84^Hl&-faO6bR+{<L+O5@`Q8-dRhI{
z*OON%Pb&rtJQRRL{_n|YO{B-y5p>(e|L1o1EMGAEVU3!?!^QP%tR}B9B}QDYeS4~O
zCtkP8r}ZY3@kqC=#cZs~#Ngp*?8v|6x^K;X4gQeD`Dk{#`@Gz;qxSHt?ThJy3Bd{C
zDDk~Nka-QZXn_g0-_At(nq>Zc=Evd!1^M`1bk0}r_5thC1G1lo*99>55K-hPC^dUY
zJuTwG)mx8khO5gp=U+1B#TKg%yOu~CD-Aw>xmy^C4zI%F6mBU#@~{~R+zrdR=Feam
znIk1*8yTWjRXL1^FN=<0!y$Nk35v)%f^fUIC;W58Lgs#Nb2i(VfPRPha+G#UAq=um
z9YcziFEJT_<bH?A4tYj4Zdrfvc^l%Snp%z>@EQtz3RX3G4np(Htq<PpFb-xlDYgLp
zsa|j#=csqEdCWv?M{Evv7dA7yGbeTbG-~MoFu<z(Shw`eP~(A~!7^haqZUa!TGh|D
zX^+C~dpk9=F~u2)#1KrKR4PhhaFsIC`In(}C^ZjWCIM;BJFH3^)Xg)aGSv0<cOx)`
z`SI!~pr;87Eq+ai7Xgi!0-iJOZ<_X$`PbF+a?}gW&niz{?eel_%5=$+8*iOvzgSNB
z|2(KOSpjHo&-yigxy*lx*hI1G6UEfkc~gs`h$oI<B*Xe>*Tl7Oe9@Lhu;RBQscJY3
zkHjY9{N5sh4OXy+t6bysz091Fzy7jlS+$B2s<~Tm;Wgmb_Qo{ye97+6{M?me#3q~;
zu0sd0l}df7&Z$;L70G|}x%<~iLxom;)_JD`_}Xbw*PzkMZvyzhV+=y`n?{quk?BpJ
z(CGHW4YP>9&t!#|ex4mG90BooCh5C7oP3@YDq=iLw)rsr{h*-x$}?Xf>f*WP|BW7j
zHk&`?qT`n?Pa72VUZ0Mm1WqSQ6G%f$)&Pp)LX)_^RSU*iq4A<v^fqa19VYjW<5b^p
zSkoFOg8K54b|1$Tv%rzA-M}$H<Oypqr3?$Rji=Q)uc_#vG$rmD*8y{gKT=}{a?slu
zE6xO;+-_tPfQ00jd~K$0lKd0Vqnw;J#_jS310If)jJwOXLHVAzDB8@;IYvBjs)!3i
zPpvD;KUIHV)WH;x=shbapWQifqwx>Tf*%$pkvZ^!V0bQc@L&e(5(f7s0l%LDW(@+)
z6%2N544%O{cuxsU?=l*wHo`M~Q4mh4ouC0M1XmuXxE0eId#1eY9{m>p%7y$6K+UH3
zvT#0Vy}zz(wywlza;R)FV=#j--L2OlZSuBm;-er#Y)8XGs|*IicjtW!jc@J!Rxm>*
z3E&+RH-D3&OfJQu`BpAb?R>HZKl;Ufc_dvuH-wk2b?eHUzlTRT(hioj<C<ItF6Sk*
z2tv`#c7vt<a?PJ(g_PU}H63O)UDP*i7BnG#HyuYbZReKQ=9HK=ayzzg+eE*9pcjLJ
zDURIiKDw5a;WM-1VMkwc_uNOwhD|#7DztD^%ZdPHFzA0XDc!B#i2O*+N}jm4suMpb
zf0M@D#|volgyXi-<oIk3D6hqLYmYz0WxWO92`Jt2BOV`tun0Ln6R<w*>&wZbZ(t_a
zkRt*y(gQ^D9dQ5ge=Q6QQ=O9fK7+rY`f^G78kJaA=dve3M~%9B-#Hy%H^-pAW*EFC
zQ4axN2jUW|BKQP?UCX;rv+I}K&q7HxCOo=KW3N=o{8>++jc|3uPh!8N9C+b%IkLS<
zw?7Km+ss$J@sfzqfaV%X$|<7Jwskyn{cQh$K5o63=Uf}1W-Wl8w=OM_5COpAQ?HB}
zXt(TlTZ;~SY^aLR;p2EYZ#c(cOzeE3oD79*%ry*RZf2_1N`CI%{|U@}O};=59(@p|
zK!{cFUlUpgq(3T34hI(qO9M$6;0?s`Jo=9@_r-rW4<)IKKn0TzL<)`{XcW{GrPLIC
zKzUF$sEp<(T_Px0BP%iy`u=U=%3BSww;FBGNR2jZ4PWd;-}A)iO`3--8q7@^%q^Pm
zO`7m68u_jK{;eOR1M-|I5&GGH1#|N?yeC}?IK0PK>`iIQ7m5B0K#9%8W-!XLQ)}f1
zz(286hkG<GIA`*yyN}ZnAx#FfMWR3D$!7UO&rmUdA3Z<%vP2QkGmu(<Klwiov@%mD
z%G8q++D@1H!(-RY1L_F~L*x~Kn>aPbQyvu<D<Pb=4HV|RMse!vU3^=Sw<?I?y-I%E
zCb)1bJUE#@AAY|^4wM8u)%M-$vbA-5J_yzxc~z-@Zo4up&)I%vxpnwOu;OlZ*R3ND
z+FP0O^xNh#=LV1$C3B(ft^OVZu(;Fvy&AEctc8c2$Tky|<A<mqU`dw<0vrx^8=b(0
z)dBNWkb$;mFWl~&`{uk{xjfIyf=Kv8W@S795h-JXOWQ|W$0~h4$DK{xlvrcPOCi`K
z@6?KWaf7p(^vc{}6q!=A&hAdk&mwn52EN|jZ(*S}=opM}Ou4aaDjxf=jzyco)%~K`
zG&=-l*bI(|hnXlV`ZH3Q=^$`FxelVNAj8^$Ov(%blSiGTQwoU?Sqrs~>eC}x4JMv1
zX9LUUp8cRZ8vDP61DY4;^;s5hX1Xq;^}=2)14CVqefiZUETg_QlRjraaahrV+6t2~
z44z;fQmk-gl(+rU&w7K_7HP&Z*vV`=U@eCQlP*~T9K{57UxSt#3ubOYLaaE6&rm--
z8No5RsnH;~QmYv3A2{ucZf0<vB#U*F9%_q+>wtzlqHF@!A%F5K#eUSU_4y~b_iVga
z*~i;TvpU=c@s@1#au=rW3&u}1AmJh>L$0-G9^2S!&c$aeuj^g=wv<m8=4#nF6aK{L
zwfTDN3pITE{&6-IuNB~k$uOQ=8J#8lbY7fBo4{G@qRnM!v3^fK@FI)2J?Sf-+GcxQ
zBSfvhF*HAIa{y23HPZm1UbHW<W2Uc+31Nct4E3zqvk=1K@Al^$T1M+)gu0zaJ|TY+
zcb6Tj)<fV;f1IxOuo{Xam^D=-s2*Qd^NH7<T4c4s`)BGoLt^6jQ(P@0N6uhn@KIcr
ztK&3{0CXJIf^SkkdRpm^oP}}_f1Jiob+6nZ<+i^6OPlQGdskQQi@Dz|=CdE*6ii(s
zK`i0o?qvzIMErHHnuabc+;A_-TKaa<RGW*2uGl~WRKH676mPu?bmvHJEshiQr9xjR
zew&;zzf!ImTv_=Td@6wUmhAYTuEm-8VGAe4&u#0}A#+pzF$n!Ez(1g-jce15TT+A;
z&RJL7v93b25aqXgnmhl(o{$~?uND<giM#P;)6I+CRv}xX4_<xo&Gxp;Cf~2-YD<0G
z3p*eE0>5Ej!3m<Qa0r}$8?lCCshoVB4vtuwV^&mlxdy^-vJ`NW1EoNzA=zuv!_a>J
z^*c;}I8C~a8S`w)Kyv|_(Q_9b8Sh<m0x0#)AxLq!Q?`Nr5xcH6<>J{>J(M^lG2Fr2
zR=m5S{Zz@i0a&Ocqj(Vl)d5*`V6qM%J2(1o63yME3yd%$#PCOgzc&9CO}Uq!Vr!ma
zx20pdWirW7ImJ*h!_ZNzvRJILT&}cMI<k;Avh;IgReC-AvH5RsbE|YSg7zLI01|f;
zjpQd(Qgrq|1@R+Gj}@n~)$e0;fGp_ud-I*|SkZm+7yLlT2S=~@6%=@vO_x0s;&W(n
zZ6|S#AxW@7&<O%!dS}ujV#HAr5eulNKB&EFEMt!FJV3D11gl6$g3<EN$Lsq={50*F
zw{TI8K7zX*SePQv1;=nJGma|LKXPV#<VY`@@Yc<`t`yyQ@7!(VH`;Ps-LxIhWLwo_
zn!@ZzB@4yVr^2H+!aq2Qu`7#tJA&_Q5w<UBA(MlgFA?IpAH;-$jBBRlQaAjYLiX>K
z=s0Ke^;?Uvx8>Y%v+^~~Tsl<UG$<PrpIwCTkdd*_LIMB)&LAA~ko=De9#$yCLyb-N
z=<hbfHuv-VbC1{QzC==MiheqV0OW}DLmFkSG3S@q@7Lea8DmCK)O9Z{FG1!|EITQB
zCbS($L^%GcammN|&1Khpj4$0Tw%*%4-reZ_wSBQM-qc2md1NcU<o|SiUwKukau6A{
zM~^BMx;9-q<lmcT)h3Yul&0;h%XPu3GqZmpP(N;~LldI0?=brdu6YhyW90ge$GUWH
z+FizGf(ysuGI?R#Ty(UewNQ>q8u}&<RML*Y5A1^nOd)-o7fz4S`F~|YJyApNq|rNJ
zfZ*6Y)lH*!Xioh@LR}J$91J7g2JP+P@9yGR+Hedjn|w<Q8!;{@x>~O#d#eTZQ&2jT
zerx<KS(zx(S3#2Qs<59HJ&*{KSmw*;PhUPO>uS2{YHI0z*81{UOYO6(<7Zch0?}}O
zZ?P=4#^bpL>bXYnd7|`rV$XRZ?YV}<xyBauloFA7GJSugLX`JwiXhk|;IR<2E_5J*
zhi8R0wM1XuCX=3$0kcnW7?$Y(s0&@8z#94+<s7m^S=Auebx$V94rq*J(FUhijjb3*
zCV0QTUULHMXZ$Cm?O-IBD{yt&4a34h3k#4y%io$}8tzGq3-5VJ9Oxkt1SpNCenKcf
zr}IScM)pIGm?P-A6@9x$;<oMSbpD~m<mg}f@*3*rqK?~!JlR_)xEDT{5iP%FAbc}d
zd)}za=Jyav|F7KG%YW=5{76R~ys4Wp_hb#&CG6ME2HtZ%Vh0Hvuiek1E<gF%KFG_v
z`=K1^Q?Fg3tAmjQz&I$90IM8mpjd~fnw?>;L%@MTWAcFkCLKb*$fP8EJb>lx_3z#r
z{En5@)0NmVNV(zNZt2f2x-o0ikY>I=-p!3$w%#-C{piad%LI~B$~guNQ4SNo{-q|<
zrJ(puMwCuOPAxbO^XV@~f~@IVV&gfgTA*oTJOz4XsvjLhBlY`tHgW|(a+$fkD#%Fo
z)dAui<xA8fB3mvF($V~G+1@mVSu{su8C(WBw4=k?*q@xf$#W->-btAw9kQi*3ZcyI
zd9+Ro?+|zd>b#}Dh83qG75KX@YB?$G`@UP<q}AGyLYQAhMF(RpBZB2Mplrd^Wng?C
zEuaTaFA3y20Z@e2EhJ5edBC2i+kzz5wk0BlZB6DebS3(%+Md4<!AnNjrBj_grS*?*
zmk)9k`sBFjJ<ob;)-AEIqOM*5NPyPt2n?C)pTQj4CxID#nmU!*jRkGREJbA^6_i=@
z7UQf<fI|2V>TTs>HS_2RxlmNVVE;qPOc_`46^IHd{N~q!Tb+SQt8Nq<bnDWBSVzT_
z%qPb77r(EJ#2@P4@YwB~xXvYt|70{E$$FGe@U;DzG==b~mykEyTRfC2Mc@CUDo?u5
z{?>WTAy@lL*~X8i_3*+?%ompNv1KKT#zl(#!G7}B_rU1NM)B5J5jbVNZODyZ86Fq%
zHYt0tp*fyiCct&3%y{y#{Lw^g#-_n0?Gt;g4m;I#nGW-uHezOhwk|}5gnelrFyP~?
z@wVN+ISgy~h4^~wq0{kIvb<vcgW&^7uyM*7h5yj^eB0oNt`^61%dqaBuanrN<wv7~
zFB+#=9|}8HQC0K#>sa*q-YtxTRZQnT<d`uqvQOx!(Y+&i@Qu=bT!PRs`88DGMPb&r
zM4m`tOGPUZz}~ujFZU0`Lc>kMW{Qw-f@Y>|wZ0h--|~4g7jIGIe2kZhxu=(kpEFVe
zrhq2QAU%WgrUsn6Qu)+O@m$ZNmHWT-cmTdW*%%XM-iohj`Xi&2HhTh}FAexEm-&&i
z(sN&N6vX4646K6)X#rIx!Wgd$QeQLjA5RFo%q{Yx8xY=SrgAOGa6K?|rC4@L6LAA0
zUfWc0=;FYrNj5NJ5b9nSgP1=;eI(#rF(bx+A{hXwy#Hf#Thg?Fzb#$y)#uFq_g2eU
z+(dT^Q|y<v626sCD^9SVZQI`bJq8vOERJ$1F$6dT4A#)n7!*e`W+c)}TDkG{fL*{C
zGi~l_slKoU>X*;Ab{%ZUmj^$K{`hx?8H*^gn+jD@4~+FMJ$f}lA~O#wL=X!88Q$iJ
zW?qDyFR|^wzxzqRy2EmG$#huHM$xzH+wVWbA|Ik&@yT-Vgx&5-i?~TvECn#cKBJ8N
z{V;aS<G=s~H<g<(93>5>ztFS5`xs$)4SZqMQAS*F$8TAG{H;$(pwpEahK08ELlUjK
z;GE~PF$Qr6MCM6S4}p>?0FLc)o9Zs5P~iE^`fFe!&Y<|gesb#jUBBvzYf>ldOv!XI
zl&j$RJ5~t!rKB<#Gq)vMTK+}Qbkl3QbY=O&yA<2au_Q0H3g54Ddlv%<++RoR3~4KK
zcK!N<CX+9dyjUz%@qpKARV6?JEA8*hQvd^?QamU||Mpl~(UI?-*92C7A1BJ!AgMZ<
z{HV<>)_3nnEei#apA$d`X;obfhc6ncYG$e?lBW`qtLl<ZSTtbt0AVl?`vC)2joqM7
zEEwL-4&JWiE#N<o2lP$9ebu+es_1X`Un4`XZW8L5vJ?!=O$<=5&OloKu~7l?(8|!1
zDB|q-xGmJ1TDSJO;^5Q_IAf!1`pNpFb#lD47)r^<scC8EA_Tz}BJQK3&R>C>D2L?Q
z*2NWX|9?4`I$1NKVr<N{^InH(MMbkSGrqaw2f{gbI@VHD+yLg9NEqvRGL3XCt#lot
zgZi96*}=eX#>DRY-fQ|EPXmFRWOCfQP4?!2boZs67NB@<jVP*C>U~Z>glUxnH0@@*
zyYObkbqEKamj9}rOHJe+r1H1t(}vf_p4c0}RN(MM0QuReswnLYR4M<>Ut$qckURl|
z12-ECzT+&OiXo>#k^Ij;nhikyqXCD71URCoZI!WYbwF%2d}S4L#dsZZ>h5*w>f!LB
zWp<-&cFL=z?9suI5emM&_ddnHS~Z#Z;%|E$-0%omqx7gZ8{3MNR!a=h1KlyVueRMS
zw=Mg<C5-st?I-l>7Q}e_d~ns(ku7!=?-Gt22#<t<nb6KpvANU(0Uq%m|6ByBtz-aA
z?{k|s5gqi&c^9j&Q>gjYpWqa+vubY=jMnS^E#P;H+1V2GZQ#_YUlIB{Q|d~VWq?&N
z*VlK1bJ1K|mp-F8@`6Zdmvb;pOwfKQ=67TQ3axwXBG0&KeGgyg9)z4=Q`LMQ8v(od
z_~IViA5s!z-pQmQe}}n25=PEKNW0qse2g1H)OZOrSE2phV!?N9VUNcQLff5LD{4+W
zXG@sIW=!)xn$hnCzJc1K2H?y#W3`(2YKVniGt_tcev><&XVXZY()J)BgQDVwQxMmr
zyWoU&BN22ADA<)$(r=E^`m^!qv6Qk%Y^eV^rtxzicZ3a=4eA4#y>|dzY^~idPrF^P
z$3B^tm_Je8$3c<wKj%YYI5rr&idHDA%$e_mG#hg6X*~M$nfOm^TsoXVvHa>|H|6>~
zi6>fa`23pr=|fntuWSEZ+-Y?dnLeu_7idYlMA9hmhTUOq3Ky%XhZ6TTCc@^6hgn(=
zbv(NxFgQKqgYErK7S(bz-D<$Aif7Vrhh$g76LG2nekt^+VIri@UAo{nrF4s8ZRp@S
zkwX}vXW}qCoUp~D<B4U`{HGdJb<5Q3DukQ(ePB6lf_LJu5kf!Vp3Vcq533NB+n;4k
zk=U2#6V@}nhXG;--Cy8df8*WefV>Uu1>BxVn~P`wi=QT0ZQW2^#<ow0aYY^dleX^B
zrR=6)SljD*v8kP~2Er`=xP>Z~qQbxxEZDL}%(_|1w3BOKXRPE(*AD-y_ihhI$J<>=
z;(nViit9I(I}8w-?3np%66`Q$KhdE4=t`Ba*#K=!`T1;m%rdr|#FdG8PErpzgQGQU
z?N|4UQX>;S{I|0=`5$$w%$Fl-UrwiWR=3J|(!ci2ywx(3BL@qTFivz|@dw#8O}sOX
zQ2XGdr|{*rnVR%Yh^d@F+WJ$hmH8Ew0jj=fqugJmgbUq9*4P1heaLIog|(Cmj`SRh
z88th9k;iE!7O{)ZujEpwcCY3A#>CNI^{3`nu2oZGt$AAEOWYulte%9Az^eZvcA+Io
z+vvY}UboZ_fb>fep#}P<D#F9{*#uK&1_%Kga^N;up>oz6d7Ghm{b<);vcdyISuRZu
zfB)-#hdy&vBxY=ET6_Iote}p7jULgYajGK%mB{}vR`AoIBC4lSe=VlA&!*O_Bs9#V
zwhg4VOr(C9O!Z&TbNZv_@mJ4vI${`<a2FH>%M|4Bi??itPllYK+KT%Cfs+#SK}=-7
zY7IDYFNCFX0Uh4OFeLuBmKNbeRY9<UnGI}%$f;-wpOHI(f|Rk_mz^-amB#<0>8hie
zY}_`@q&B3>jgl_u+yDucl13V&yFp?!2&jOFbc3LX2+~L+9nvA)NQ@ph*!R4@bG~yp
zXMe)k*mK|4bzdP_B%SpjUKJe|_gynmTp@|(>skcWn?Xew-dbflen*s5hMuxmmPxlE
zGH#p>Mxgiu=3KQXOi5(li9-W2?cJ$A)poOkQW31n>qJz4m2xrlU#Q=V_B(k#RHU4~
z9+h5no8I*^y-R)ulRJ|mFq3qVKBdUV29e)x)S^;^oyQ}lyeD~^c)m0~8Jauc)Np0p
z=(lstAdC{>5-uZ5vKB1P9{@z_?j&4lFkcFwKzg2@bch{@PD2nViG|oCyaq+YXN0WI
z)?&22SH}&;IeE2iOJc%=9f`^O?eB0SD2|?=f|I9}q8X@}GB8R5@c2F9XmX6WnBaAc
zLPhf1=z%2WXCN0Qyp6!)E}6)Erx!Ga7xJRLTx=PdYifAke3Lq{pAE_J;!<c7$p+!&
zdy=2A9qZ7(8uX&SvE)NkR3x&)Orjr74+u|}cQc%s;0}K_dn!al9me?LpBblSH9uX4
zlDwd$d4&_f&4Uu;1$2dTP33@qJRVUgs7O$R6!AdOuEr_ga3qknB$70foXMQ|$ez|L
z`c$BmWjerlNz~d80U@e+!4$qQ*oj5D2$-#SGeqeh$Y!zzy1^ar@Y5(s(KaBVFZ14E
z<~`t3eaYcl)`yQB|G>ENhISU{NBzjyF7x3Oe9{3gKr26_L8>pNzyHoI<YT0GnOF4Z
zw)dKtj)vL7%-7fH<YY?@>sjV{ZSoq)4XD>0*s!ag@lS{c;btywjmtBEwLed2QDE-7
zaiGE>%3`)#VH28n9(4)`X}Q;kuZ%k2{g8ONWNLiZj@u$A83*i-)z}T}kkGyjHVC$W
z0ZH0x&m~ddynp6-!MS-Yz#rS_(Gct&!HQk|xiszH(sHZiv6I_Y)$*m~_%dLHX}77N
z?CMSjS_*sMK_Ai_B=E8)u*r5qvZW!U!DI0o_y~Q6s)D{fxVt_13C~-=ery2WkyC=6
z5CYw{9dOJ_Fjo*kWIR0lzXm(4PA!cHukC(IZ5GVN@1O0`ja0f;AuYi}i7ZU{u0enA
zeibq)e-XO!3;VMcG&_0jZ+rNA|1|VVx`(B1O&fQ+B-dhYo<(j>E5D!u@(7c}P<x-1
zFxKafexhIG?@g-<fP?l;Qixqk-siC5;!j!C#p9>Vep5M5FM|!Qg=qxiu7k-=!H@Cq
z%sB<KP+&XWE6&*~!>Y#x$i)6W-9B#1!uT-RlEjlH@nsdY5cZU%yYkS4Ki@p&ozrRH
zM<8}WxZE2YEDkP##TP}Yh=N+`=5eauE-yg@`|!s-@ML1PHufY6OouR$Fh<atZC|gj
zMqH;*X<C$k^%d32ljqBJ)k_HuWtb=vBBgjNNh2#TUoT|25pOa-8Rq23HMFfke<VDs
zB~!i-wKc~o1|B8%J}5QhsCxSN&P+KAu#Z;A725Zu5GlYFW@i7!w)K6I-KaY;;`HkX
z|H(gYjehx<>={4a<nGsn5$z?NlV{)8UuyGp`F-AguwPR|^-g^j@tj|zNVYVFYU1|h
z!YG24FBH#fftXZ8H9ot-<8h<Jecdx8c?kE1s-WxFO#`nOjx+Id%r;VC+Xxa9bXxPJ
znm3^BR;v2~>&YUy6)wc-)g=ibO#pr6ErCj<9{>Mbg8ctn`f=R;8wsjixjy5d4h9jy
z<A-qX%p%g?C6v8ZoqgEt-0?Z8*k!EnO@{T1Ik)^mzzOFMdEAftN>{<pp%tiT-dQ?L
zWnCIS-@|<xH>ScL&=K3fPZ3+t((BBea%TtQ<%zwgkH4)`%cMSOJU@W!<7b__KH`_W
z+t1-Zm2j`>zv+7bkns`(k&SdCm*3_poSzR)7+$4y-0A$z#`uyi>s>Q>Dl<B=2|4IK
z^wdkZPyeAI#j;jAGfuLsd|&dsp~U!y9LEgsB#b}fCa;d;Dl)hMLwI}gWg^*R5{f2$
zQEb?b?-XzSybq)>hj4Bj#3?B?GUL}HQF?pY?h#w^lN^!P;$@G@d~;3GF<n~kEi1?0
z2u*5MPH9$Im(A2pW;Zej{NV=_R*g+82N-t?3~OFIoTJ@NecnoA>7~XB9x6(NYBg@@
zSI*C0e{TEX)XX9@4@7Blg$3m7_`??C0kseYcfumX#)4uK*yA1fgp8lT8`3R)d~J@-
z6hdGM*FWcOwpJThG#LEOp~Ha}Y)2JezAdI8&m^|#V8y|NJA*Z?u5w4@P*xtV5N}Xm
zaIR*Ne1hBk%9H1=8|)4n%0GyNaU&cX|8hJO1}E!8Nd|YzJJ;W|;NjsuqL#z6E(JZN
zfkEipXz0>FJ+k#%4zAC%O+GR=q~qXu&FLm7K@f^_Bv*5%{>HTuKo(_984liW53OC1
zUO&d2hW#CcikRo5OJfDi!KSYNx~_eQ$j0#Oe68P%ST5&l;4t><I>}n1IKNYuAQGPj
zltqY-CQb_n1oZ`Yg)xYvM_3raH;f;{GSvAoXpcbQw8^Ae6tHLdhNwA_Mp)xyL}U!~
zXK93y-4T)ob)}pKzA<{qIt7Ymj!WKiik56yjp_&-LA`f2zPh)v8c^eTY;*9|(u_(l
z3T#F48}1bGI*js~r-4m^oB8_H5l4!)6ED3~((oDh6hp^*{0;w3kqExpC0O=UE!UF)
z8}2PQml$F4s5ir{k`Nu|ba~>_r~M>LM$}~#Q-tm*t#Gn4F)7FDWX%2$UNJCRwa{M`
z9KGTn2I_WT|Mg2V!v+Y)DF`A8U<5JHgjb2A!L+o#bXx&5oBrE7D2%c{QNIEXW;`|T
zU{w7QVMsdVkJFD!2qn0~mFUo2=&X6a*ujlW&fFc*fDxgT<%I5lOH^(@oWr-YFQAka
zJN}+=C7Th9!H<WN75w)ge)K=0Z}jP6YHpi=q^(2P%u(0DPg0*Np+UH@ZeZZ+4tS-R
z_p9kg5lC*r+qf$i0FLQgnAl$IXo}Niy9kkDx<4)x0YD0c!B2qWU_C8?3T&!7+%%{K
z*(=x@p*VF&!DbZZgHc2>J1_+T$8S0uw@E3(P;&d1I2csHkPmc?Sh52gun>XtTv1{N
z5xne#fqD+}-Y))R3Am9tt~_d<TnYWC0|Cbx!p$UcKs~i1e=S^1u@`SO+vk1~8WZ*#
zpJXe`B7=RepjrpFlY6&FX&;ow4h422mmQu9zY)qJ+*sO3-i%a(Eq^i*7N(5thhx+>
zp>Gdw*T$<Xk5}#z<xPbNf7M@rCBOcxtHLHuo9Fw#TDg+Qcl#`Bq32cLx;1K-C@H{y
zFgD~iGF<sg(>ya-Ukol7yq&W-ptsZeHs8HYQ!Fbd=Yh8`F4hWh7r_RRGKnlD@Pw(3
zx+)Pw25J>ytsto)_n3O169z;DwK{l8>rn28k8fZnVRttL<Nwf5?R(VG+mGH%6%)2|
zEwT&#VC8stGq5YEpJ%wiByK>et}%^u*wW7Zwq0)+bJJpZxb{Sx_qCR(pM7BrkaVVa
z4();JBtNDX+le`#*%7c-AWe24J`v%7U=ez@)kG`&fTnYm*w32j)?#5(H3Er1D}MU)
z(4Tok#=xNb6)meF=i#T%BnE<#++*6d3LQXcCL+lQgqsVQAG9xU3*wj`^VR3m(#kVk
zL4gae-a>w+@1{Ft!83YDg2h4t<9CwK!WT<1=<z}=0*JeuqW`DvIj^1vj59?3lJghi
zhcKhkefQ7HhdvTW@H_Tq%P3^{(B;pm@HXzs)DmJKg6FXZc~`i?^SZS^RQ$vAs>0(d
z73ym5gY5mlscl_XWL*xoQa%?IQ=xMEpHr&b9=ll6Yai*wMtCSv7KV1iqt^(~6?@qj
zI%~h?j<3&8U2Q}!8Om-O@c?v_$AJf5J^T3xye&x}!{3K)>ZH8#v!31%e!%Sfo?ex!
z!jCtGE2JC#c-&5PmA!jLqR5Mo-P01c`Q0z-rGN<qykI=DiN9ChxEE+n!AZdK?sgYp
z$)idGa*`r#)ns%?i($TIx&F)8EpqkX?hE7fDE+ngzo}F1H#}L_W*7sPWV{|#CSEMg
zr=pZ6z!^y;2?k+ySu^JATL?#v*M5KHpYwpWO$5K|B}FZ(hOLQuBF+FM@Esn`3P<*j
zXV&_q%jFuRV{Di?+PP;nKiiZ|0lMY6y^%kF1#8%8W82UBEVxmM8fisEB+YgQ3=GGo
zi#CIE_Je<{2N&!Hmu;0!;_%Bb%4J=}Wknk}@QeiQY+6dR^>1n0dkOH2^j41-B<o-(
z6&iPd_$-0cD*XcpZfs;;bAsxo3FbtBXA%Fa;uarNNRFnHyIw7CCskFUN71YjTVQbQ
zfb>EDhDAUhEMz~B>Bxf0WJ6D8&ih|ux@~{w#3OX@A$XLa6#rGp_%s5Vv{g%{qeaFe
zN`m#OuN2X+qdCfmM(eMICc;(5Uj!Flf}%sGiR&i<-1s07)j(VYFQkt@@vU(J*fbG5
zj}y_q;x;mGKQia|%#;`u%~`RMHg0P+UYNhLWv}dqlcqbOCE&pI)#@R?{V$q5<|dis
z@anSN;n%>c@TeVGt?{j|7W~7;Lm%dm$hA#h3fgPpCW2@=N+KZw#mMfA0%47Aaaa;a
z<t6SbwQ8=&{++|l(P6mZYJs+raX3O}k0`>K{^4DO8f=q6go9h@DNhmQ`DD%yZU(I^
z3|j~qH|U-*D12O`Dd5h)pIiY~qsUyFHe=V}WaG2&whLxPdrpsE9?RRfdd*<?$=1)?
zjxQWakHz4t!1(ns5j#-dXrwSJR@eiRw&^5V8w9A!$<CqPwE%0wn0T5^x7|R!(?Yi$
zlyLfjZaaXQ&X*2<6G6rU8hEA1h_@DpIVx(c>iRQ^ha1*E;5tHd5~m;Vs)kSCJE#0W
zZr<jAx)K2!>GXpI%3#E);*ZOmmyrmLIy=rfd(Oyh{O{<QN_2f?w7)O}2_phT4aToR
z0A%2FBJXq(>U8pDa{b@r`fN!rxQw$>Q`;;*vz3R>@0tI?OwRdXP^K(t%_X(sY2qLJ
z#8a?<pj=JK?p)0}RRQ2P?w%0c8XAkZQ>H<IzkskhCxEt35OTMc`sFe)U1l7ad<Jfi
zRX<HU+9sCQ#}ukiBO%woVZ!kQ%uS%^`eui(8h4DeI!yTZY`QgqfFK?&cXT1QkBjcS
zEf@-IpA7xh{RRUpJOWk?3op3wylT6BYP*ALYcK4Ln8G0q&5QRyfLqmBv2rg|c<Rd0
z9Q&R;YE1H5aFg3@gRJDO_gK2+@!}<%*dOB=ID7o=@Oon)lsW<}Yu_n#D%2ktL1ZF~
z6M-PXGk|dr;GJ1w+5@x`Fx~I^F7GbKtB$Wcu<m0s-vZoT)w|smkGObz``f;-;#c_P
zBFb>KY5V4V-G{irX8}T%HFm$d#0jri=I7t+?b$sUNTlW19LdX;@mq-WqOzYmc(1u_
ztmR=VExHCh2jrxG5iPhOQv3|r8m~xEVD&VS<gs4IBoPD&84Oy!mlA^-f)_vtTvo?9
zh`BEnnmex)aRZapSVC`2I~?Tq_{Nn}ah1aALG=b76Ffq51-u@$Zj@4}9p!W{rRQ4S
zncD_r|0$?+wOe@1cvV!+?rP=hdS8vRQ26>E&C_@A_BnOWC^eXRAW6Pn35IUmm(YvX
zf>0?f3dW?a_Ly3UBNuN+;*}MB^ke$Z<O)Ku$sl}j=;Pvbux%2uKo`7kgv3PYuq#<6
z8<ZbERuaGaoSlFts^jnfYC#ecg%e!<RJYiH$4oEdh%GDdS^Ns$IEAecmeAkfj;oZ>
zh1Q$+{`VC~UP(#KdLQYEpz;;kuwnf8WuD>hP_fIzW!-y>zu9B%_{{JB$OHyT^NW>4
zeaRum1%v4PX`pb}uj?z1OpH!m>moyJ1EodvxP%fquwPL>f7Mj#w-FXzMfUfH6kFm$
z3_AW?+(bz4UDr#<r~K1v&Mee?zb&aXb=^&u<6-}idTZVHR#xg3&y9%grUcL-)16{>
zv9q+UTvFhR*!&dl;%qG2sRV;zKsuCPt3Jk`Ch~Y<S0}{bWBz=ADO!+Z^BGlegy+Lr
zujzq0Oo?Znx}ZS@Yd`aBzYTbu?l!4SFg3F15I2!ew|Gc$qJ#2nz=fM!%F*+{E=i2C
z?~>eUYzbz$Bg&{;lzD+ej4@*@MEUx#+mFsVS4~9PNW*ek^l(l7QDtHXImLG0xaS|j
z1nLy&)PA@QiBiZ1+P6Rza%@m8-Wud(PC|`()Ft)wg?eb;3b!<~&vAhfr+KW0ilgtG
zXKZXd{3w_+<%pqFL}e37-N0P$L$zZcqL%`vK)uPFMZ(ll@6q$YAm?<Q%r3M*-(TJi
z^cOz1ppOicOpLo4x5qF09_XnwQO0v20Q^#g145P8GK)$q@o=e+`@bU4-MosJ!nc{r
z{iBZC_DxOm7XDgHz_y6j1?PaA#Bo?)I@8*w)4ngI)lH`TTuiH-O>0>JVqNt;Gw6`q
z3U)8fB~ak9`{B@K5y7z8#!dOj3Ggt-Sqy_6R4_c#D2&41B<Q#9tAXbIny&|>!O}0=
zaPHQg1y761c7Y|`9$$98tpUf&Lt1vq)x?ROC*bx%g{ON%VbGirb=mNFLLV_W9u+#S
zZ*;rwyQ8*EcA$@hyuXC5vH(bJ179xtCHUYCqrEbLQV|T1gr^UyWW#$N+N%ly1@{sL
zUw^u+0n&NbbKI^M2_mGN%*m7>eU*uC7XVsm&ShlYdf<<Z=8Dx5a|bO8+oxu3@y9bl
zjyv1U^YfYqWc|-{2Q*B2HO$JG+STLkLrh?}l(tVMGB+3|LuRDn#D_P@s3RbpfKC~4
z4<twgbd{Hx2uq2mmq&eY7ok(F4*WPanfa)Mxf8NC3nmU`iw{|Ta4?K1#?>NHA9m(I
z6XTZZs4MrYuy$=h^}STWeseM2b&g@wE>x)flH0T{o|ziRom~VoNhv*Bc$d#joYV_Q
z3fUoSm=3P?f-lXFZiy}M0BsnD^_$KT(Rt}1g7>yEC@@u72@X~`;I0cDUCL8om&srt
zZQ^&`^d_chL?x)Is5QOFEWp~`<+(*)7e+9enS|1hTaciRI4`E428^<#4C^0r9~*KV
z8gLxa@)*&I%ArFjh<$q4IC1~Q1l1Bl!9I>Feu5l?K<U47<`fM`d`Z1)b&muBR&yUG
z400X!wvwQFbU0d2co1H~jv3FUCB`TtUttihy0Xrr3(uqd7@jcI=t|gqavM-QiDS9W
zY$0L2RvB$uZ^h^21>zmY;QB!OsoT675FA|IJgy)5y(xAFD%Sy@qPmSE>PLFD6jPo<
zk8rW$e_u`QylQ1c6H5ZahPYZ$@B-%AZuU2*X(mx(lk>GOH{M#P^zN-Q`9dPDO*jI`
zO0-<M@vXah@@+>14FB=x*tKc)w|7JF76mIb5MB6n>tWVE`<8#IEyQ2DNq<E_q9btx
z;sHht#_}twv#swhQJy<}$oHTn$wi5f2A|1qm#(*AEA=bPe<JQf`mXLyrrO}`p{w5<
zgh_vCA2SmcQ}-alBc+fS?6N%WJt2VmU8ukwn*-tn%ucRtGIrhL6NT>G8uHQuyS4mv
z<zNA0^Dnk9dv+<*Wpx2@)q6DaZsEmf3!~Po0ZWBhUBFh&VPfJeEsg)ywuHk=Lyk{^
zueJFzM1^b@&e11S4)X_kBk3ovqN287gt3$m(0?;=kMEpl#&J`_{%7xS=18T<CR86p
zuns9mk8+uBe8II3ALpkpAdEmoIer$bIEdQs1;H(}&YtKT-heo^KLy0eq!K+qOs}XP
zKlh7T7vMhDKkLFn=5Cu~F|r@7Xch!eiG}-kQ~WYp*QMTx5mKTs$jdM-Xw1vscUHCW
zpdGHj7tVL|M0hGF5CKhO^3T(f==QOj747!4nG4iD98y876P(QS4O1|IOn&-+$L!I+
z`wR8W50w8NoKkhwpXPX=i8IHdPp1wTm9Ete2{5B)%JI0dXk!u8>$r}$k>!2#WH~Sv
zstWfcog`h8>%&L5M3l(9@tvl3$0lr8943W6tAH~nxMJ1QgIQcbU9ZvqjUR(EF#DpH
zz8(FVIOz!cTwmSH1si!EA&CUVKk43T-aYsAeTzWqBGf#n??{K#q%QsD#ZPkPNW;gD
zTe#ZR>06TSLNgxcG0bzUq+gb69+nutep}^+mU?2@Q1NreVFQY1w5xt`VqNJjV)kv%
zN8fU@!L3}TB0XO}m$x!@|0<ZqZOk$|$sXx@Xkx%$d@9jgldv5Y_g#ovZjI@VwQ}^4
z4KdjE)>-P8Bc?lksmA%0w6jN)=3}+q_esVTH%+o%pDX+5v&mK@A{KDZp_{5dV3<M0
z@|@Sl*H2{6ePRk}gIDwJzxH9bU?HjzS<e^0`R4KD?RWVU>fp!b;ooj|8B=TS4Il~l
zADcOy3@$x91q;Xg`q2bA6nTE9IQHU#9|hLJmmKZT6t1SaICv>9OM@nUo7-7aOYbjO
zY}vth-^7;0<*9>)iOe&>1o&K{-&@Y+xvl1t(&pD&%>&cGew_KcClcN53YPu!A$M_f
z^sf!wx%UaaSyzFAQ?5eLPgc8P5jRnQ(ZzJ;)b{1HjO7G$<RJTp6X7`}>tF!%JY5!{
zM0bML!9xmSLfD?xb-lBvQy~SYsHXFxrt?(0X-=1UJJV}AiEya;DQWPuU+{&depq=E
zdk0wV5*9D|r$G`@ybjd=iA9`tD}VZ%5|#1uI%VksWWiF^XQj2AClwKb2<A1Jq~h{;
z2W;dQY}|ynT&_xl_sCsB99=?iV!eTWOUH0u`ee{XS>2^fIbzPaYT<KxwUK$fkp<wr
z<syg(TzSh22}k677i6dIS${v1x>2v9RvAOg-_$Z<vIuO10!~aCJT7m50@-_^W@dDf
z-`?a-c8xl}ESudeGu(anZA#O)GLeQ8rn?0qa3}%wP*c=eCGBJwzXc#xWjF$0tf>hE
z3-^a#<wbTt|9wH0KUjF5_1`er{co6LZ>b(}MdfB9vpVKje&LI_KFGbpABkT(Hc*1?
zHYB&wa}yL2vwvn(c>Y+yc%<+C6AXDn#dZ|R$LQsK)kLIDXx$ImiUbFuP`>3MZV!T=
z!boCtla_&ucU$(jI7{2NP7vwu2Q0&`1ouEG$W`O?4TM52<}=HT|2;h1|NK<U^yh!*
zsqVNHep%UTP>eqMeUPz656?$|rK6F?>8X(b`(<cup{1<ou4i5Kg}b4YyU#phLtxNN
zXz=gjn7BxHb?-u9wtqTlizXS9&y$x@@?%iS?y4>nUEt+Pef416O=TZvIeOQ|Nh)~;
z*Z~d+nEL`Jc1~H)_|XfBtZ)Pe8(vB-;;X!DVU#f!3T$%E+~nR;=Dj6`6M2S{pL-{v
zdnaE2c%^RqK1Db!rBQ<Y<ZI>ToB0Y;?+KvAH}4~GRA@<bJWXtk;v|gwNd3UP8HGMw
zr{a66^+7PG#dXhQ99eD_l(!2H={N&_$QK_(69+8Oq#zwV8s~opw$z?f^}{ROgZ`|X
z`r=#@Ly)K~s0GD6R8%wq28xgX)E*_U7nb4VKk%@qO5j}yh25<JIPagiz?BScnCFsH
zz><5wlC#eefs5Y~&RKI6Rm--Y`B}Z03!#sthmR!}Kf(V%5rTBx-E!yl?kFxQRD0$E
zz9NkFK5O;>WHUoo{~B($$KS57EZzR23JwGQD_1~xC)x!t5a{Gvz}vfjxwhD6l%N6_
zkY03+9nD9#pK;xV9?fY-Bhi!JL)&FrNvAl%>H-!UfTK`d=*Fag$C73H_DxpaGkLfC
zA1y0Bl6g+$(uM~91-{p#rJR2ipK-v)az7a4X4UhHIIXo_n@l=zXl01?9c9?pYm77H
z@H-Uq2*;B|EB2+<y#V;i;eNms$EuD{=Y>2b#giBI>e^jTdPQ+&X+=VY!|jQGwfowW
zTuR<op~UFsFlzmq&ULp~+}BkF+BOw>_CQ^&=@I47FUI31*A_85tm|@{M4?24t+6=Y
z^-j2K0}T>9n9n>28!EWRa2jB63zJ!;Zd8-qwHn&((WELtWZ&M_nP;H0&L~^YN&qPn
zCW=GlV|TEM6E!xrNdU8}r2g;LhvH7xcJ**o+;)JB9Sf8XldLKZhp@Uk)|=WXbKWZb
zrt3fb*-A?Kp*%=pj;9XVs=4qxRvW8$yD4~jnDuU=u!;_BYgGDX<@k?=MJle0Q8e~c
zb_~3R`{z@Gvt_sOCX_%3*Im&zMG3fglVNcPnJTGHa-YGVt6T%R3Ork)#euwq<U_F%
zD{m{CxB|12%FI>JCW`wy{<6GVKnfo(#cDA0*q;qe_mn?&+=Q)_=WcjS#Zg>-G5)B;
z_WM3f`*Y^pC-2^0i9gaMPW(HurakVPAXg8uBRu)Y`Y8EZSL|u}hv%ApKDv(`0VeS7
zAur=U;I*^4x`t(N$*Mqt=Z5^oYhQjUL4)9FNvIy0cHJ{=#MF;>P5t@<dg<ZH7x^dS
zInw9@>O9%N%!=fd)5)-QI@%fYq|wgbA82?o<1xI;xi!Cvjj_6cN+%4H0li#<Y;Wo-
z*^Yg`=_cMMkxniK6;_FtaemgOq!TH7`mo30i#6O;gQlz8Jn2_?p)>2IfRj2Vp_&K_
zc_Bl#z$k9N@m#X2BOoG=Tq9@ccS8{eVVG>j!N<oxt|+xHVv*zJLSJc%f-<zf54}W)
z4Vj^W*Xof9KekL?hiR23At#6m9y~D^rCNS^rM{RX#s{!Q>SjYPxB))*n%F%xBD-h@
zcCX9#ZSH{5Dd{G39jNOa5Teh*bP;{oDPTqPKp&><J&dSEkc)nO&;!lL6!fPBQ52x@
zMH`}WS4Mtac%A42rp7q(*eOj_k!zJpcb`!UpQA9JWksJ(Yo9d{z2EmV!hk0Wr^7vr
z=W_HQSZSLy8mgdtT1ZXSAD6go@NxKypsAsGeL5?~s(YBu=sBkFCiW*_(OSG*Xn729
zcX9ucGb1@Zg=44-#$b~#9bbh92_h~#FZ$<C=Ww@QxzZ&8W|bTP?VPGlQ#R(>ujLcn
zh?F5+^XFpq_bhOu0}l}F)C6q`HF_>#uAgSkGghMhK^K@haiVcZ*7LruQK-ORl(Ang
zvwm)W{&|xSjtH?A+Mxt3KGle}HV>O=CiAw=sTY*C<CAtb51dPFAIteUnc6gx^L;+8
zzB8j{Cb=;-@pyyQx903c=DeW2J-+DA7m|egq~$c_ZFsrtabuCz|MlxsIz4d6QijAk
zWf0=OFH8cU88L`J9Rb6OD68E~K^73*^Qj<+R@FCj_8Z)#T^j3a{DGg^NvwJQ={i33
zF3wgNB<Uh^>^=LfZv$*ex<{H-^-!3eo)e3xCRTU*=0q0576JjGOGQQQi|Nr7`*XN8
zt`du2WAbG#pej35)@br-7geb(S@w72st~R7>v+u5u7yjV`H(52c&=x^t!mUVc7Vi?
zSnV*@4lugg-zL0SQNhJIUI3TLHoj8>*Kp=w%9P85Su~f5RwE}>Ce(iPPtbo9nX>9D
z1AlvS3xDM>Ej`7mFTxF_$tZ9P;KPd{{y>u&O((XaqUayo78!!FFAYaW$+8c8pj}D3
zuZE68r=Jt7LR&Lo2jOgh4;i+JzXjzWV5^Yl`YzAJk1N1c$j<fsy|Ix$n{j}@jkY14
zv4_2qrG3|a68dg9T0HZ0ROV}!+SD04PPcxo`Ly@-;^0S?z=}kwh+(}#JXtR6B~(kN
zWihWup%YZNjM8%~>NYjzYienRRw`ZuwKbpr%rXGd0kI`*>yxpAq?!i#l17%^(`Np&
z7AI4o^DmG;zpkkUcMAZOdn=O|$T?K!zpTBTM|ZfH#J?Y(5Jv!ZDdoRItOIR~Ku(|Z
zT=<nqJKZ_-0U(#)I|WzCvH;uGinB}G{DN=yqVLk8@5rR@$kKUf%O0;WsYt+?LBQF^
z2eTi;m4DRZfN+Z-4Kk)40S)YUBICD?)yI3y5p+yM?WzPew*j&ech2DdV&XA}zs&){
zy2o-^0R#-Uu?IJO^W9jvV0!L&WUefUE}#U7zZ^ZmhVG!-$5;sO){Z|>++L&GR-ntb
z+4!=^pC11LS{lNB+D@K*{R?%aZ<U_=r{eL?fh7+tr@6!Eq74M~@|rd|%%^H{_TI)2
zewCK?+uP%NpZaXOZ)-H?!y~T=xj3KLUYP+a=Dxi{GEyF49XvK7eV8$RO1N;1>Vq)Y
zeMrYyxHT<VBm$)bk-@+2Y@wtm!{D<4rY&_$RL85=H=?JdR6$TOH$^#W=rcu9gLaC4
zUnfRBw;S!n2WGNl<*Q#S%DiwQo9R-T<{O5i@W20%;NmZ@P*b(;PiMJj@U7CTJ^zE`
z{V=97<-sS72NjwUi8`aEC7JiIIsNdHdy{vN71g(hXfPayTJe*`4^P!N<oMpXRXm~x
z6|1Q)G0;=RA@2Rig0Cei$v4&6ER1Nyts?le_|o$Pyg6X51jBTK#iVfFJoWl?{`E9$
z>q<dx@y@|rf#bFQLHF5oisn>|c1$3-?OP<oj6klnpYG+g8#x+RAJ(s%=((Zz;N=gB
z_k+Br`?P?@fv-2WD?{m(;KO_OuejlC7f)lTE)RR}F8hhS4kZ{ADapIl^g+?Xn%8OV
z`JeDF5YP#0_IHT>U$WP8k`ndT)xuDn()RnOg;Y;I>G?@|`A$~7lDWKx!av!B_cgye
zcofpbvL@*AcHv~gH7;FXGzilGv@{qdB~Ox98k%$%`rXeFAF#K4QKjAD9r}*?PtE6)
zXf*9&>an!)QnC0EUufB{9)xcbT<tEggNCu7s`zGB*f1dQ28>p}Cskx+^QZ*^iFd4$
zUXXZVpVx|?Li}8Lj-qZ)b@CwYq81o;UdJg-YORUoFY1Or@yHbpUZ_ka>(?=uo2cyk
zjjfw70H&}<@rmEyz&(nWR{Jwb&Jqc0w&+CttZ&X*HfpXr8NAWITj>?JHy0(M<wKP3
z+pDDjVX!8hrDVbEWFfa=ZLFQ(i773KmTrqx(OmXC-od5-v0I}hgP8rmn9Fw)8A>4@
zyR}{l)T(^u+y-^Qo7vI)s=UlkhAdrw`Mx5vAiaQ|<6*6=4*TKNkFmg!qHM2;fmt@u
zZb$e)4j}Trt7?RGX88DuUB}>y5j;ML<F)6tZ?m!&6BRYhn15ie#n*iXmUsQ*3_-5m
zpY?v?v8NY~oO4Y}wLB2nIuPA?AiTr!h=#dyla90k4TK%-Xe0s#_*sHM@H4oWz`y?J
z|FD}G0&Pvh2^Gv75;Prb19X4Z0_`?m8l8b*X9WY|o4N&xFo>4`+X9H?-s_=a4<cZr
z;ZFn+JB3>!o)i=|m+5_%>0DNuhk6dAbE3}Qs~kwEctAL;S@}}q528*w@ZIHbeHu}g
zzNS{J$#1L0<q6oO9|6~dAq(WBML_o`JEQ>5Yrx{V=_hbOb}c<NHEMG)_gZeo<k-!d
z3{8mEbAAHIKNAvgmd}-OO+Z#{efESTlb$4f>a2G-qUWOKOg5v*!rot0wD@hNVMR7s
zDoaNdwJj}~nuH3B{uvu7D4GEhKc8bw^of{AwLh|us@BR_I@jRce_whcN2PK+MNSw-
zF60{Nys<H`@Vx?N%Ljd2q)odZs(Yg`7$>AZ`7izxf_3zs*KVJ>)f5IFQ$GKWl{x|x
z-2;zbe1X9y3JfjELIpdB@!-cOoprjdc1ebXYQ}RFe@PkM!As*EykpBOJODp9B%3H=
z%l`VNpM|iEZlWsf2Aupi(V7y8b3!bC8zhUVHje`C#+?MGuxbR^P>;kYvrDyBy_ADA
zSC3{^mPDxG(Vw8+lary;_d|~+KG#0l_pW71LH2vmY~x^8ac|?g{?vE<p;%?sH%wl9
zo;(Q<SRC_lVjljysbG_VJdJ9O{vZIO=?zA1Pe~cQFnji@m5Uvi7#ivxxEOp-il=uG
zbdlk=1Q9qSY+T>jCI6dkTEJ}6veDME@sN07Y1p-28GTn79Z}iSS=m!J|KxAY``Mim
z*Wo8isUO<}plg7g=`p5I$^l!{8kKma_}}7X%Y9e9tG~D200<l`{j0oV5|C*6>$rq5
zMn1SlRkQjv@wX)8ZuBPIn}C+=WMsjB5YY?AQ_|1a0@{#*IeaXy2>8)m;o+CU8M>%`
zxSZ)msLX088z7;1rGs5_2Vmq#!$P)uJ?`~*;K-!s$P&u#S+{{vH;vIP-H7AIlRDgk
zgfAx~s}O={oagaO$*|(d;Fgv{3(LOl2mp+Sj?IvV5Q2Kj>Q>xC|F+~ZA?pH$u88Zg
z+o;hMmc`pRs$i_IGaLp%s*tR&u8c7&5v(6jB3K|12>erA$vdB;x%M$OEb8542mAor
zy|x5rp1ZznJ8b_`dy$=+ZRxs*a@-g{ENuG{%90=O3Vte)?@=XdZW{EX$af{7)HFS<
z(!>~mwu{LrCh4io9Dv$x=HSP`dpapw2NO3vvR@}T%bnG<EVg(Acxd7W5#vlIQTKGM
zAh*P%4)xXcqQ&ab)&yw9UvT=@`i&M~Ow@D0vGD5sa}Nn!OD<(t{D!U+xu1j4)ud;L
zD+11QmC5S<<(uYd=2P&uJBu|U@e623n3TlCP-Tkr8bpEftzy@$^QcV!dM>^0Tl=s`
zDzcnwls4kCnuHT=Axm03$|MO1iC=4^*ZSu4n6WEANxA3W-e$r~7dHxsYwz)#!l+z)
z@T1E?Lipr&iT3b(dBu}}mek7AH=Wvt@AFj<x-=8zQ|}K`jxz3+h5+WQ;MwnUQAPh$
z2ilPG!gs=q-(Kdbs0WLvo?6CBmYx^wQ<O66VJ<9hcnazM?X^$Pf4X2Ue2^RZ#Ys&0
z<LU9~&-=Z3uuuV%`M=v^q&yb(&m<E9ElaWBDR}zJZsmy9kw=Yj@OqhXcQwA7LJ_{}
z!_XEWLUdI=I5^hPr(Hx%`QkfKDXeKGi!wL7!roGmRI~&4_lMg3uq_4FXg6$%Slv5-
z$MtPu8?L<O>D(HW*9FZ=RGt}oEiljj0w&R8Oq7%$6DWoIQr6&*??tfKEXJq)$>FPa
zjh#to;$l9&@4VeB9g&PxTf#A1)U<qc`C|BuH3is&s!IK@p*=1VyN5|A+=L_MvJDdb
z!u5*yM0&kmZYaB|PcQ(uxGgnS?aLh1#inEAt_hbO{+rHFjHmis&R7T`r^^0eqwEqU
zXhC!0or={rCpytzeP4Vc9YJb%<J>Dw+*WL~*Pf6r>TUZpL(ABJ2ct5`6gAWH<eJCt
z51Aaz<0z+tQ5&nT(a3o5>J9QgkJ%;XJ2b^TColeJ03z=(&yyt9%t8$Q!*=eDO}bIe
zW-mTpD#Iu1V9_iDKo)M<+XvsnjE@c<zT5$}$uUkcuh)MYOD=BG-o%QnLhBhs8?tNs
zGi$Cgyst7(DY8z%*(7hXNZu8rl||wK=?m&D4m<?t!G5O+T$~8tY34*gTptA>h<MgZ
z!xsT{1;NA7-G0=_@}HV%&?8yOFvMx+JUW@NtQ@$m-**6_04Rez;eO$Da;2!KpM(u8
zM-Ey)c1CG`7&kTLv6BLBuB_VYiYWRq>BhW;*V1O%EL9GhA69Gwp3|;>|9VYH&nj}X
z$aFl<bTr50F1zm`z3(CA{7qViP$>d2H>gmP9%f~JooCnElD>6poSt7RAa5%m?ZhKv
zGaAQFA3QSOqLI1yW-pt(g6aH;OH(wiL{(hw%INTkaBWrwLmdYx(bSU7Qe%va!vjUw
zgx}1|U#T505QH{@E;+pn<pe#C6-bGmBIYh+vL9R%KZcQ60WF{X@E-K@F+=%yo)u?#
z=NOqJK#dHS<Gyui+}ZhW^axl<p@GwVhGz1Tg<HQ0VD=<r<zQACg`+yf?vtev&Jb)X
zGKF<acl49h*u(T#vCY->x3R}R*m6#zqSR!S-CnR(mOc5DO5;?`muBg<>Q>kjVr13p
zuL9%<^dl*0vEh5q!;!+Gsx8ZM%Z|Cuexq-5A=>CTU=88d))LfKyDL<X{2~HxG3kVF
z{-D|Zfxlnyhyx1P%r<;1V3<`_RFtgfKyC_X`)S-To!5PAGVQU}yDNJR$Q|w`OR~@E
zd&|v-0r#nvyTXM3Yi1q)kUf{1O)&F5dn!A7>f?J*y^L%jT-F*U>m@Af#m(hp4$z8B
z-g**SrEUY-D;D9ILjE-Nhm<{lBF6ZIdJi-Ka3`VTYB(MEl7Rsl7vN&})3Rkhs=4Of
z{vf<c=p#BV-FXTLi2mv>W0_dU8$ei3Fgnhn3($o}b->B2??|zjsD~IF*?U;wshbcT
zpql(ScFp=5({-HtCe)qkZcWt%SeY!Ffy(nKbEm3*MHNThwuhY6L^f|w^+(=Rkr1OS
zCPnJ?X91!d{Wt{chH*Pu0gJb7Z`JUZw2A-aePar2%7X#R&3Bi{Z&z-&cdM6xdK+{5
zT^^qI=W1t?`0n%)_c3f)0S!jLMw#zE;zdYZw(o3Wy4Tv7SFnBT!C?WOvmTen=;=JS
z_PM65t;;v>B&&Yb`d`#d=YDK%&HvH7>@%HT@kPd>X}@F8ZZTcZ!qjXkGk-QM(<CLU
znO~vJ^YS2RKyTf)Z{+(z8KWkZ)X(>JUuB3mVK%<NKU@I;0Z2AO2d^s{1-vCX_dp%N
zfvh0M!z4-ye7zGeLJ^0Q62QG*q<4o^cyPX-ktnEjFRh8-hVn~2ky72=>#k?D$o^IW
zHUm%ZJP#8(eyNX%I_ERTycQG(<xF^khLrFA5Pu<^Z`bQ(HO(AIq*$*p@_HjwLjD-$
z8FtkDrCSe2izEJ?Ho>NFgth9GmNW)s*+g&X?hH}NWMQ}2R=iVOQ>}i78OGrMFnu(@
zQ7feDWvmxAqaAbiY~Ng!8uZ5U?BiYu>A0%6GX{T!9>$1@MM7?##d~o%eWo3!yca^9
zKLzfoiI!)*IES=zmUI*R`1fH8Xx@lc)cfA^(3kJ|wIZ{LRkw#_cgn0b_5-;;W0#lB
z@ug`Lt3=_Nf`&#}v6pqt@2CC&ss2>C68(3jUK<P8P|j=OuyZo5<lP<ikX;S3@(FUr
zCsf3ar@qHb#vp1#PH0NNG=ey8ucgZ|P~qcRFrBUEyU&$rUeEkWU1kd^AM~ySRYXnO
z+^SmM{cqZIms_@a+nsByy}-vNN?H7#2lVM(PDBw4C7;bZZxU0V0qVKv`K~zG7k^EE
z|Grq^Hrr*ov)<&JZD>~W0yFq_AzyrYcYW$~FY~=)l3mYYQUwLg#D+#kUseC8a2bj9
zxlrsoY96}vfp_cEAVr*8V$8?Z>5BTe7D{J}S}E=K>r9)EcI$Wq-)T+tni^gZu1|ML
ztBJOgh>a(%{JU}Iwx9jHU^L=W<ons!<k6XrgeIl_9oxxihi|2)wP$rJQ$qfS2EKUV
zWEej7T;LQef&W+7`@5=pYYG5p7#bP+;hwe9>S3LD*knL0Ya+7>b&ZjceG(=TR_bok
z<o+lgK9xF5H!{p$itcU|^bZqal0=~68X7mrZ_+ele+a~qtwR0jBar>`E?t{+al_YY
z8iZoky-t%wqN;#K?vbTBD#~fgp=^S*9HSFk1K#$Ih7NBT4bvD2&=`IFVEN)p)jT%_
zpbDAm0+{_^cPN~-IHJ4|PYL-V)f#=!ee!}~93m2Mv=7b#E(Fv9AQ_)%=pUi--e${!
zIuKw-_0XF2>5`VKZ3*md5U?5}>~82n<}a9OyN-k-IzGgMdd$@}Scp|%`}&|B6+ppY
zdd)Rs05yFE|4|vT(z-5xc6v5rw^Nz8Qcn$)q*J0LLjaWCFL#&**`6uFGwRukp@-+S
zUP}ZKo}#ttv`G~lq`#u?FEz47B3|yfIwgs}CM4*R%NHN94!Q?QC5&R|+sk>Cs|>{I
zNkok%{K6p=vA-s6`^eK0+nW8jhGiYYKpdKcyB<kdN=e{F6iuu2!MB4w=HODSPu@Wy
zf|ayT;dO`7s!cu-wjk;CHD$=E-)hh)ZWt9yMCVvJe$OsCqlDhn(DiZeeS&xXsuHs#
zrxoQ@CMG=l>h=Y)U3TJz#G(W&Uw~Yy!V_@$q|Fp?(v`vICpR^I-))s?RijzkJIWv_
zVm&c+&QKeUG^U0g55a#>Tb+_lA-VgV1p1x2$>?~8oX3>Wh2oOk+3(+?l>HNA`50E?
z(vy19lL-3#aR-F5^ynaW*0}rdl3rZw>Oj25h=${kE+DoJ8hH9_pZYqkwP&=or>eE*
zsI?@owPd-qq^-4N+N$aGt@LYr>DMmakTB!yY>c7%U~KEuo1lv9v&ni|94w3u*)Lx$
zg&j|gWFI1VCtw+9!x;|;3<ayubl~ozHJuRP@^s}34La`TQ6AEf?FQTrp8{c&<=3E$
z2<)1L_GHxZw%QkSfQ$xHB2jJn<?{W@6hU^8U^dY2SXB25z-3@TRwoa24waa@@zwnM
z9{0F-It}UA1T-4K?#2U`NKwj5G)9MXBjNH>X0GLTt!?{fGS$vMZn6@sI+S39&(-Q+
zFvVZu+GlU-(-&FtT9(|vH!@IsJdvp@8*^;pg-hFV>*XQ~Q&^M3*|#f?+mS++cG>2?
z@A{tOt&agv`le$=3yS`?NQ@2I9@loD!2UZ(!G@FcG!<i?9l#ylb>$&*rBBBu<FK!6
zu<z6^F?ZvF$>HdW<-?W3h0}}6H`;(qyP*pE3OT!VG^4%vV%ft<%G5Hn=<|Wj-YLsa
zdTX7db%0{nGebiI=Y@pm=op{vmztSb^s?@GBMM6|vr1<BYAVUEiF0{W``97Lgi*h<
zjREhN)f3=^^Z?-Rzu{r5)|0GM2_8U#anL}xU>O1vRsB|(R^FOWu?fO{u5%GK@eTi<
z@r|Y5NALlp3-j%gFdmQY+_g)fgPa%db4_vurr|Q2IH}|80F?Kh|KVW2*h!dyi*`v7
z4d*JA?nC@n#vd7P2$U~SrGfO%<ui!_hv0MoeQfogFM*p}M8g|$?iDMMl%I%%P_mF6
zllpP#XVxqx+^V~hExdt>x}XJVAx4OgJZf=B9kEzIH<odB4Uw%Bro3&sj)OG0Z^<O0
zqV$Sl>FlrjL(}vPv)Hr5Uc6>e+fv!`2$lcrszFJ&q0jXBh_(cqz+&RVj#e2w4yA55
zsenMqLe+GUy`$i*&)-eYs&0=$F3`lR%_>m;9xJD0@>8Djk>ptY`>O2UO;Vu|a!daN
zy$MOa+yG_eEX*n^WD^RZg56hwzg8a@m{fe$F!-I|r6W#Sw5Egn?Nq_a(^aCFpkG^4
z#OE-58yke%RjHb@9Nk>#+sX_5BJ+CHduy3z_-`7Cv}erc{eZb;3R}N_jg-AApWAlH
zu?6#XzotfaZ#<|4sbyn|PS8GvtOrJcN+15})eSh3zyZy}=<E{(4x1g(W@t~KYx2s}
zmtXuy4+9$BdScz$;$S^RXGI0or0q+9Hp}0$Q7TfV<Uma$lPeJ1^!Pzh%rmO=fs6$x
z`{==rp@$FsxV_~8<N{2aiVkVD4IezqlJjXBWXMkm>bio@w<!SdGsv{};}%NYfnt0S
z<Z=9Lkm^T?-(~Uf*TE9(J7V4&Nq-2~B?tO7MLg4x8NFUUQtl7B1##{aKWWb}O!z%q
zg`WD>v*i{)rfboVY)i}3@6@QUFPj!6If*m07mSDdR(HVpcWpOjt1~b*@*i8D=Qo?=
z*H0&ZU&?3#{HRQ+mKomQj8kwX;7+7`*e(p<{I`_vEdfFIWnqvsH#`Jy9sE$?j4%es
z#sk32ppbx-!EEL9tecg%q-zmcxjU3tTS4bw?Rzc5!RzEwrG8c1b+Xp}Zl6y(P56hI
zOSi*X76XfPTHrY&tMBfmbs@b`5WybS908$lpX#Au+~7aF%CudhdJuq-5dhJtz#hzH
zAIWANNi!ZhvqC-|e)!K2RB4xwhiA=mJKlPVf0l41Ftk#~FYRLDJ6MBiEJek0LhoB2
zh}s=XymX)a<hG_e<MTw>waXa+%LsBCW~LLZ&C9eX&Bj|`8S;%sQ19nR%LK=crjvjO
zqV7Y^5O|T(+73+>%(Aa-A9@l*tOgQvxsL;xg;AHv=THq>ZEUAy!|9|+B-#1IC#4)J
z5=@lhw{8Pb5{?eOLKub((l3lM5m2`QLgsK#u&qX}MIi3{evA&ck~%1Q8yvCc@t$U0
zFc6I!#$H*7fzU_mB&Z;&wGz@kcX@F<98kN)xP4K$zrMKodo)~B?EcrS{M%l)AgS50
z`u6zJmHWv{Z{<GkwY+gy^&p8nYoi0>6Tm#l0Dl$-mQc=G@s4x`p=(87N=<*>mxPDK
zVZhapiTWTeL!SQH{vTOiV-VFtPR-mrX&0?d3?b*edwjYGENh*N=vP6mVphpo9-*NR
z`O~_|TRi=jv@h8)uoJKe$65^RUvl=*$dj{|pPFlR|6~pbFo58VAmH;SrbaqG&0I+%
z;Sr_<vdbyZ#K1Mk#n8r7qND+FOROKJa|W*FdYyp--{iUge(sy*z5`Tt783~fiLBO=
z!q&~YpaGAqQrCX%rHuSv-QXAo*~CWyLc<GsIX^v~k4B`nDnE-ycb^t*@Fi%c3$mf`
zIoge1Re4`uI}gIsPHzBvtXLXy!T7{PuQz6UFcHuUbeRU%)g8T%MS(9GWSEZpC2yXD
zMRat}D)(3^TYnXrC6S26;BU6VfZrAk#JkGO-MoBrbrQa_=6n@p5e_vAXvy*j5L<Hf
z;8+Ly8JXe$f}KCcq2CKhR^v$PKIFeP)VpRdcH4?s_)O|&(4iDA2q++o%n+Jl79M^}
z&H*cj&Y|OrC*|#b_p<Unx%{(mrANOSTJQ*PN4t+bj6}F{fqL?w+6T911EEOiCalM&
zOYH4=C$cSc*OD4wA(e#Z&L$V*?!5L_E#DneUB?}(+*zMB|MR$5Vcu<<SoAMkx-D!u
zF;gBH*gx&I<MaP&+-!YP)YgTkt)=DmO4Y<>V!i3i`;+D~26$M+l0x^(tjgJUwk9oF
z4!?UdY-|9$8wrVi8^b{xE(XIENSa=7<65iUMexFthv{_hNbxy_fMq!?90-Tty|XG9
zeIq6EIk_WP*yQ-VS$ZY*sVs1G534y`EH()4p{SAqUr(&fQ+1pbC#Dl{?>d%(qIs3e
z*4JycKa*qsnXT}B{CMwfcJ}of^n*NPvQhG}Ut}<KNSi)reW4*FDlV=RDm6s<*wCeM
zu1Cm@q`a2@KIf2g+>oHuG;#5m-a659G^;-R=6XEI^Ecx<_~{7oPgMG>r`34}<w@D(
zPz;OGpI=WXM+>SY;!=>|dLq1&dki)icv0?suu@nA$&VV(QiP#ek$0l~bhq6Qn21)%
zV&kQ$U-<ay8bbmb#24S<nw3d%^Nppgsc0JS=!@%zYm@Yj>?t_l?@fb?g)^?K3vbIB
z#jo84>($nS2c%2)8Y-z`8by1UpwBS)LT<!xUa%E<QTIdPK8wHdx-RuM>yOhY{eWus
zt;OFjU3_XR7z(h?=lq3#Q_>l#HDitWyF)Wlk>lLXtvmuJ-1Es_Pk2nUr*4Gas;vd&
zCm)%ku%6W(i|@@CShjb+7^21llGyV(H;QLY7DS%NwVzYYON%43U*ms43HX*=9{OT-
z%gm|ImrJV{QLB`^NU5(kk3x=Z$c~<Wq%n-HDYBa;7B8*r)akl7cMW+DlJ2J}$SUG>
zxVUw0;BH^J<2?nJa7_pv>ot9Dj%^s+H*CL<w^(2gi_w`~CFtU}INS(wD3WR~n0VMI
zdzV=4#!YNjq|8UQzQ16UmwA<wV&+5dmTHENY^|2pAfy@i@b1pY<-><<eKYx{$fooH
zUVeQ?;|Cu!hSNqhoqqyj)t|hHYqRAZQljt{tnBCb!Jz-D%Kfn0Q@(iRMHgCC#(Ur|
zXU?I{uSbRUaYMB#mh7wwrsV&ue_LMjg%X9W>d26X`Ez)v<Eg;b39^{_>C5d6F{Y)q
zDVnAFrD|1i(Dvy0Hnd>|4)-_1qnmh#_vZLN39av0oCkMh+D-a>4=(zI=fV78>?Aj2
zQ0TPo5ABelIboNE>*GFZnY^boePGED&ICe1GY%(Ko3n=_QDXPJThB2nS-28povfrI
zPokl#mXI>hwRcyPVb!D<;7J4|`^oRahqoJ>_=(rSUNVBuKWVdKl<P-Rztsv%NyGfQ
zyzP}3L@QF`;bOv~FW137iy1*I2O(J)8}V%6ex=jIO>(orhoSql$~O|qL<w+uk?Y>D
zEDR6{%BB%!4cKrScPqV4WPfoUGkyfhEtT#7<;9r#HYo`l=MqO+sEX}UCy2bC_}R4I
zvkN~L@nnFIo^$q?|9d30PZ{PZrho@1&{f$tqb4t?lgf$^2e{+}(7a;SO%$F*#e59;
zrz<`iAzOKc?J$N!B5DF}O06p+9Jx6apZ4nR2LpkSE{cCVc)#)fyBW!0$H`2jA4mlf
zM1Ds6@ts<#p0%j8WlQ3_<fV*257+EdJ>$`VKuwH7tjztFYtWUY=(IWzB))hXqn!MI
zB%O6wlkeNcX+~};0)n{F(k;zKcc?T{(gK2nG-HIc(xSA2beAZdf^>J6grqQFZ13~^
zz5l@&$HB4V;l8f>yw3A;854o-DQ;5-&D)0}C|L-qbCW;q*x8FK(o))+M!X)-SjsQ>
zLDutQHgGW1TGzpaD^4s?NWdx%hA)&nrEAl~#Veg?*X#MiSPuo{!pP<EaEN=>c$#5c
zg8Ci&Q@VR8ID>}|$7-VLT5}~S;s@@PEdE?~jq+5GJ0LkGWUzm@%122=U`57#8uA&;
z03w<SO=vrn6b31+F(RHHo)E%U$*qh*;pD*(_UT(?4#LPkm>}+5?CO{fZldZj11Hpp
z(%;XNbk+Yc*Q+;EQ!C`fhBS1a*|lVh-^&w);`4z-(}+ia!CEKSf4I9^MbsMgK~(t#
z9dM=!^)m1#^Sw72K6#UXdD&Z**>pzR+b5u|@j@LPSrRunUsiX0aNe64x4k%+)~ux)
zoJJ@70)|VN$W!y}_$}vKGqGq=%=f9kB94uY8TxtR?&qf$%<sA3qTdGHv_6r7lsxwW
zjpjqs&WZn?O9-eTY}wJLU~|8I^Q$lH-dp#0)b==z0sqD|Uhps7y%Al8U%IBrIWj3Z
z%}?N4<)M>Q#Knvh<4^8?bK}xlF-)npvEHtD84kVRADFXD3V^IdhJO7W`@Y=R_lwt9
zu>pI+)w&jOJ8+=`kVvUV)1gF4e@MMc<z79$$*)$}gv$9Cn0pu@*NU6wO#{ly|JtkG
z9`dgO{){#2oP8mVHg~w?#&!?THs*G~>w;U-Oc#FFI}%_<$!7`ccbpg6v#FVJ$3-h=
zxs_WMANF;8&JKrrGZK8h)?+^x{^hn^cb|Ik`pYpevP;dG)(<p&j&<_B;<PfbgBpdF
zE0l7F$>vPyhe&l7ykq#4@@9&-N#yhEh97^u{Qq9o$#%b>HxEI`tVkSt?9aQstpI9p
z8kE`<cbk}nl=!jVXY&*16*yuEM12?fZ*dadt2u>W?Eax5PR<hzcL3u^Ett7_fuiiU
zx4NQpfcstDLV&B<xM^7^!gc}C;YStF@3ON2^_910IwPvty*>=iItCx1e1K_Vt43Q>
zgM^m09x%h(+Zz<*^O{xVy7$JNN8j6EdT+upK_e@kZG9jllt#Y^MG$o6+i3CDxj~SE
zrso_X00j)62$~zgXmd^?N*!OZ*U2IfUML|5NW2_Ta7SjyONSHzmE+lv*{ovmdn?@H
z-6H7MaT1u-k)eTH&<Vq6OHrTm+Q*~Q`c<noQ-hUnfl;WWHB$c`Uv9b1xIvQZKw$$I
z#e}i+o;Q0jB>XAfOiI6bX>bOmThEqc4-tvn?oWltElLip(*m++j3mYOg)Ox}_-z3s
zvI=?`?!>aZ`jgq4=#KC45(tWdJd&w?`0gVzA&1HYghD2`9aDzP>h%kw^yLFflM~5m
zDo}hmpY?74nn<e2AN_NBnMaZO1n{WMu)D#aU0M(Wv&wS=Mqwg_IOfL;AtV?)_7FO*
z<=?+t9QjH#3Z#-&9>w>8s*QWead<synAECV^_;(AmO;=!wK(%Gb1Oyi0?PY#Vlq>Q
zZD##H(_czwVq@uwA9@xv=7ULG((+RJ)gCI2Qje>Pk$+lzf1$=8i4$BuCWMBJzbeW<
z<g&?Udt4G1^{U582#*KK-;-{fK($M-xjEo@y7q!On<Mt`%a3=iqh!cAUz7foTet3%
zkhts0ftED*c%sp4KwDN)p|0Ieu%V!DIA2K_`O<kz)bEzNO~|+S`VmyS<2su!PPXz9
z@R#%Kqvfw_^vfB33)L*|ne|{2IB^vTy+0w&mTxIyDibnE%9UEJfA!fFz|V`Fr#>k*
zKZ@^Ca7x}>Fjy&SCC=fQL{}Ky(kq*sq!xS*2LiT)#2T#ErZFFQ_Ql)Vszx!soGTXx
zwS9%oMSa5kM=cz!uO)7dcI&LI2l6Typ824BUhy6}eXvv5QfOq#${@$^#q30c{4f1=
zY|yfdV}E3}kgODf03C<f-{e0Rz<eBN`K4)mC!0m}wC^m;BSC(papri19rwL#E_UN1
zhQU4Kdin8n#H&-Tr5enI<yY7BkC>qfG47z*Kx(+g`Y#?O)vf0oHGGsGG0I7Pt!!j0
zRYG+_FnMMiJE)m`2;peT#zi@%z4g@=1h2AZbq1(L-I7`_%GA|@<pHP20p)vuj2Z>+
z7P)52Vm5F9(#sw|=(Eg|-@3QlmLsh;xpc1B``}!~-d;pxVQBC~m<3ann-NcV5{duh
zO_cIUr1py#HZ0yA(HC@B@oH3Y0!N#KayN7sg${eu9{_kwm`}l?XT+P$kYA*a0=`=p
za~OI~X#4_rgD&2UhyQ#IsldRz$N#|5e?1`)Je=mxY^^~NDhoM934$#pWh^C|$vyoo
zrOYgQ8-nAvw_GzX8JA@&`vwO8`2BHjBid%p#ix<KBK<-zc1j5WNy8w3*YJvz1^*3{
z9j3-Y8E~r|u;d+z2volVGTUM|>rr-=1mtSslj8Do8zop;c4JCrHEm7<uZ%Un40#Cy
z!0LE+AX`L`NDb;Xdoj-Nr1hiuXvbg#FMa&r`Ku*;HOm?W@i*14F$(4`*~6cDW+#AA
zT$ZGTLuMbnz0maoO7T={&e~=oA{azX-ikktUYgEk>m~0)ZB$;Im%NN2#+3n@{ZA4$
zknXxFVNH{*cW7!*NG|yMK2DjF&^JPc0HsbEl}AftfI1$sX8wzRDql>Kw++>o2*>aZ
zz3<Re|7DcRvP7Lkt%z9?m4%yFC50wnLzBB&;l6bfxQB6dT7I4d3wd?Aav=}K4iO2@
zQ|5DLqt^|1)k~IhUre^Ay<;V&#1E1Ebw&FA6zrdfZ2yoP<xJV2;uu~f<-&0d-iVv#
zGUQ}yQ_Bop2VcRk3F+T?C7VRW3S?vpxLFH0SnK(D%9*9hB{^Hz#k;aT7H>mgJIeg+
z;G_e>2%v`ELj^i&#JXw3D{7jAY$^)R%2a(z@e4<$uOyKGNkTW37tZ#9W^W0`kRkeX
z&Db!?V70&8YJa!+iVN||>G-Mz;BUNx0WXF#c@hal(hO~WvqAcgRzYtY>-leA&iR!8
zn8l7a3JlJY9e1$+wKR3}p>d{<qm!I%tHh5lyXb-S<Wkx!ezU-Dfn@!G)tIck`${<L
zt)F5%?AW~G^$89O+?uD+7Q0Vs3=)_^2gPjCSyK78byCuWq6z2F_T`ru_2pmg5QQFt
z6V6_OevvL`+x%zV%`SHh5T3mDjo-0uy9v(Of316VSkaroL^ZRpSLsKL&TG1U#`+i-
zLj&u_dN`--qGa`%&yKB?|B!C+z#p5P$W?=R3_EoYta!=ajV-;Ks<$;fm&ANnSs+Y*
zZ_JlTTMj==d&!#5Tn0{ju54f?IQcD`(Yn%h9}=~~w0siDDvk5?n#p;8i2Z%if|RZX
zL!xqgiPlGv!+4-Kpk?gFCbsR-%FPY{C6uYT0Y|>YzJ;HH+ZOAuG7cGY+$=5~Z$C>b
zw#*p%yx2PrJaCc%rm!|!JeR5bD>YsxRwtdqm_Q@Lx2~_|2fm{tYVGZ`Kd0<^4L-^E
z#)8Ww#C9;;v*7@Rf3hCrb=an)1%zwL6r|uM6E$D?HBvU{`D5(JK5k=OpiA`$V6qkj
zRMA|R{<7AVNDu#mr${4T<z-8<{nvp|=t<*hrMoNf-&hSq)a&Px7B^CgP7ot07Hs1&
ziy?DL`m4zhx9~p|uh^JU8=DtYRS!KAy*`ocN2Ik$Kmeq)-!)i42_mIH8~d#*{1ps=
z#!pdc?^c(iGC3Ye>Ku>j4O2<@qZ*=cuMqlpJ2zSgGT#AWQu@u37LvQ7xg+E8(%QF?
z4410{6J_LHF`S~B!Vw|7^J@egwF$$6_c+Z%ON1Uv$sI{e-Z5IUhFrvg!gJDK&H?L(
z&gQniE=zyh3SCa?N`})AQdUDk^>-hWT&{+)wpt$2Q<Fg>Jcc2^xyQRwmNZ;`d<KX|
zJFph5hx3?*9lZftw)ctTqa%C}HC=l3f=B}T8rDqCQMZTD0n8}Xz`G|qKwS|r(MtXB
zxg?n`nfaNd+`D_h-5+qg`x{TsSMC(&8twS&|K)L~BEeR&1oCx{Se~p;F<gpe75W#t
zJmHD-or+96`?^8=96h+kEpBkjy$4#OHHo|*z`q1xUH<%NRjhdBSKsX@x7wjcH3s)P
zRtNO8m{j0Yk!+3Zy<FeP2amk_^(qD=uQ4U9x&EcQ3~tw*=?}-S6#GVET5<CWQ8%m3
z#~tlMT5FH>ZHn3&yK{;jQa5ku7F<_en>-WycI-T4J7@Z@a&#FRxbbu~^dDc2QP77k
z#c|kl1r>{bRXj4vNx?BxD$QzI8!Wq@R(0O&DU2v0r_@*~HZvu#<o5>})qN?X*CO%I
zUF?L;LLN_&m#xR8wXffB$g;KJ-A4A4ypGAv`sUyO1YZHK3yh;pEmp{WPpe5v6E)l#
z^@iW3_hZdHo;fbDgF64WD)*!(dIm29J<UG(9Tow5iWLPI+ZcMFNk!-`dw%cOM?KKD
z47G1FYA!?3VUkC=T)3)eIwT~?Qf(a&yaL0o!GO|wMW=KDP<jxD_#vbe^L&ENeDw=>
z@Y%h;vwKGij8O99uIH*E<Z=?`DS?QCjz8bH`0~4Hg-_QCz8ch3W|ccuyRPKce~EX#
zH55K-tX_6g^7L<g<J;O0U~w%Tqk>1k{H@>DUh#eu=aU&5voqF!<R}D?!t^=#2Xg=*
z>INua`d`wrM`5;QXV$~c^9+)+Fd$c3j+y;&5cGTfZ2GPqO2U<2%9>l|)gas!LG-dw
z&ND-f3Z3ljvW{opkuLB%RLDE^^{K~F_uVBlP^~J46Uj^jz0#Dj-k^pBRSR=^+$SEq
zCGXN=0TC4;0CPS|Z$C56>K>Xj`7~PnHsD!~YKip&p1xD}cj9OuauI{M!Sxu5md12^
z&BA76em^LP6AT}Byd@G;{Gs{-Qe3^Mk!Es5tntQG=T2hCH})N95t?ueU?#?k=%G<F
z$OJTLiyX;+8L28k5^0CeRt?&<eZx#}E~okPvN=x*+HO7_tryuz&D?wi1gDlESVj9+
zL58L_Z-4M`E@fq`_5XGuz9rQQUIlVP^Rd&5ltMcI{8khnlfbZ&&M*VoBzy@zV@%pX
z^`j&GDgejOHqTXL_xl&WJW&`z6!h5-igu+_{3l86K=QpBaBUE5LP^LIkn{xDJiw<B
zL-QXCiFaVxD5(YcW*EiZ1i0k?qdRrNQ(!o~rt_>4yCePB{{+!8Om0QWE<6P}u8(zk
zeigAzjzSi-&YOCcm#57jcb$lCBY|O_?zLHV9yW~hACyE^fK=8JtbQ>BIR-bAU4x%(
z$I^wBj}%kY%Q3zp-Xg8)3tNsP%)Yth^9jgs^ATS<aQQxFfh@28tEoGbnzkqKxfCz>
z`>dW{9<?15FBtE1?d!n!2W}12Tg0jL)aj)mUqB_z;cd+pG!59A1!TN;>Qg`Nm9{yS
zU5y(cyC%GT4tdi-qOzwWZ<#(s`e(o1MYh@<?;q~BF4V8h1c>9d+ox9^EneIxN@IO}
zcRr}T#b3rt=vvV|xY_Byg=fhfS5A=PZlBES7E-qlw>?@o+xhwvDbu`vN$P{GLf%{k
zG~UHpcbyG6L(8E6;w!!#o>{>!4KOjwHR-_j1r7#A-1-M9G_}p{)3rHHmmR1lCuP2u
zw4V@_6-PzC0bvMXkajrWKWuq$Mfx>W4Ph*S0=Cpx>Idik7cnGZQcd%TuzU-=A#B-J
zN#rY;)Dx0n-g1d3XGjVEgZRR`aLpIAM+g<y3}HOhcKGA``&EniED`HK2!J&6{PfI%
z*RQ6IEntgSwhm2-HmIp2BFcFs|K!=Ib*B$3_Zl3GCKYb%>tV|5kNp<>V-ob0`19Fn
z?rP}{>~Ee@INH!tG5Is7AvsupZ)eT!(WXN{7yS4Q++^Y2M?r;8rK9Bj#Fm8hS60<}
zxLUcM@I5MA`%V8Hmq$Qqc{xYZb=+qXrmKa$B0ZIWjAf#NokY$1j~t3|mzR4Jib8_K
z9Pj;Y!zd#Lh)3JyCAazv99X+b4_r{X|IUcbZ)uBl^N8W&mRBFPZU+|h>&b=CT)5OP
z#$zZP&!cyYm8!Q27{iBuyB2%_H-}`R;gjF1=0{T!7Ka{|Un}l7-F|VK485$oA_bM<
zZ>v74=?v<j{bGRaP!Zbe!`=j%=ik3R`=>OuT0kEXI(5op+BPopmMDjT=7STfMD*>I
zsgCi6=Kt)1*bvgG;2)n4CX}w87h^TQJ*%NGys886ASH<2zh=tMAKdP+3ZK3@1=FM(
zQ3VEHk?uAKhHm)s(KoXPne1}q9fLF5;Z@K79e7b+MN0BYf7n_Fw73YNSRghd6%Y-)
z2&7VqfSZU&EwJWWYL?jC<po%Ss{67wIt4lVtH5RLS>xVBBcrg-gW8MZb+BLL<~sPB
zvKymjV6tUkD5k4qWXMhlgYRKs)ey^=5(t~^a&_jb{;^;P1MFnq9h`lwR8L4D2EOFm
zj=|gRvRyKCeBpr!tE6((#8EO5qpd2=?9&(VVd=Gpj8(G@Zpw@^7qM^3lX@DkEVNu8
z(ZWl!$V*1xc45J{(FDRrwbRfi5fQOKhRBIJmwiW;K?<}41WyCHEIfxSZVSryO3L?Q
z>Q5=0d+aoO*v+nXrpI;5f5U5dgGPSP>%)dW#jZTLpCwBBP-GK2y>l?(aJVU)ixIEt
zS9DQ;0*Cj$wY|8yi695RJXzG6D=7zR+YUUkDEfP9h(SPF(R!Dm!Uls;^b#4WLZaxE
zU_ipKObNF}g@ZBDxSzgb{l|y}zJcTt?N)xc<!jJ@ZX(YL(p|~HuSds?g|3LZ+<9e&
z?rZ^fFg7ecK3JCSE9W)XU&N-WTBWc<rvGKm8ofAjeKX~cNX^b5PfV;?Qc4|*SOKqW
zy)bJzhe&)BJYRe(|0e>2FF^|2AU6NQ6QaY!IkWOx)DpYE@kGInY9^yVCp_MKo!|5?
z+H<X*+3&UBEh#xX-)rkR8s9R2yd&vnM+ow<)&Unn@g%add#W8y1K@oDTZHu~;O2>W
zCQeiES_#XnJ&ByHf9$LqEr8SW4J>Gf>;FPWe!hPcI#mI{LvDYJgBcBj7L9?`&Yo8e
z6)_`bMOeVoJt>ck4Ojw(SF(G~!Q)5%PexAz+izb|jr^BHWvGE9v2_1trb4gHS@FzH
zbWC%GS%gEUeIHSNKPrE_^vAVzYRUI&E!N*`>ErS|PeK@>@EcJB3zwqrdX`udzWl}z
zHaZX-cBM!C8LTGPZ1&?Eqfy0f1;ps|8ZcjDQgigxLEWj}=AHSd#9Oo*7tH>?_4|8S
z4}UT7Z?nABAp-zI2)r%BP5srz)w=x#lQv-gu3o?&&Yx_oWg(?%_A6B{F^A}7B!p<)
zvXD9#IDjYmZvn1s_$gRAc((2EMz$U9a&7-J6Y1DCN&H_;($6Wu$6EKaj@y}iOe^E#
z-y0q|v$dNk{Fd6&_i^xZs)*mSnh7DgD^kNvD2$lo6fBh$ZLOVYkpQsrJ3Alv-IC@q
z*<uKD2ngu{!+^caS&1wV+nyJDNi1E*C9Z064&VPl9oN)$IJY=T5OEK%s3a$tio7-+
z5c4Ob664wEC7`&IgeBynx;nQ&KX7R$W%)N@m;MySkn%P2gT`7%C5w_^gS?rl!WGwb
zi`OtKC+$0*8{nXfbgY|}Up@v0uN%dfB;y2^7_lg%{fVU#b6P&G3;01Z{A0}H7g!Wx
ztTX-o^kSGy{PiE!64jYIK|D$Yb$uOzp&oMhW>YbW^o9OZ(|r*;@>eM~2W}L}EUlJB
z^D3(hlo(588(*qDx`2x5@6fxTyv)AS{&$#6D$cuZ=g`hf-w*h0451U#9!-_%Gl0a6
zY0^ew2oLCjzcOr-Smbqb5i_=JlHx9}eyH)B@9amHbZA-x$v0Y#U8inWv!W*fcc9*R
z1kf6fCFo~{wKZ~g${%ZDiuG{@szv%X0|1A}0A_Pp4)nqgu=0T{xpL2&f59+e9(vzA
znez%qpG4D$9z=?nT(e3{A_ZUm=VubUi|uIFd2)>D;-$TcyyB(Py^5q)`~eJqJ+p^R
z!!e2n9;?vwXoCZqRVYLHgQ4*M{sRwW5|O($_a5VpX+JgthSu+OuGeu)y@TeDu?e*!
zDFN-_n69VK*WOGh&>#i*q-=O49bR}We?JeJr~zyJh6|SivA#b$|0PqmEYo=^Oksx+
z<iWr|qo1_y`lln+rE7fdmt%Tc=)us)C|<C;EGfDJe>3ccr%+W;;212R{*D4a0D(p&
zfmfvFM>DMsS9%+8q2eLX(bkRff6`XW5EN|Nh5f%u&!7?oia}U~QgRW$8;al(RKj+=
zGXdh_N~}f3i?!m5^)o9CGfOoy%XL#P8VxLK4UtaeKVFqLzbqz_j}s`{`dC)VZ)^nc
zx-as)$&_KkpYvp5b?C|8?|FiEYcJhDEl55kU}=q1L(~b1Fapju;ideoA7p^rTsfV%
zE3u%qpeH@q>zhQDb+!)NtZ&F_wwPA~p=IkGg{TtR_?~Y3q<0u#hHwdrUXcnBzdK@`
zs-nzd9=y75)93i;!+)JHearnWBYhnHw80;OQjCG8tBxeN`<wDF@m1)mYB%LAlTh7T
zU&Qk>aQ@{}EHjDs7z$anubqzR+|Il&&HVawvhGu@$Ig%?eGZU19)I?GVxmNN;+4q6
zUhOzQUy|e`OtJ)6(5uiI6w>kjRpcOzk&1_>|Fh?&FKu2C9D}L2-r&I}3I7us))#+t
zOCHZBC;^X&HrJVXu_#VCQ=GL`j3<vz`p&6k!X_O}u-YNN+98+HK3}L&3<8496Rd7b
zXa|lA8jcG(jtVX<2413*$W3o$u6<&xb!{l}ml6Qq*@Hh+x{YjR{f)q(fL(uuzcq&S
zd1=p~X<3yf{KsIP<w~<FYsEjR@uhOF35dQN)NY@SnBS*cO8qEnVAMRNgad5U*FTr2
z!2S%0NaI8QX)s3dcdXdo%IWWxq4*fY6E<=JFXngcg3=_LzkKnZ>;}p0264<z$P09W
zon<}%ieS^s(T|0hz@LS{!(7og14L5;dY%V0MYMzCLGVEGW5uD84<#D#GW|rb=5V=j
z;A=m!`ZFFpl<@#7q=?|@g`aCr!Mi=4q57FcDsi)n*FJTNhbPNNN4}zyXSTO{bQz>=
za}9ribWZC^?H}aD>#IX-c^kay7EJ1c@pas>qy}2)OPeSJ-o^2Rdf@F&bWqh!rK%6^
z>bL^_Xr7D|R|VW5_*M>yu-3A>aG6ECYp|?k#p|}&E$r-qdn*|_(m)k(k<T^&+bps%
zGH!3*+L)U91!C6cYEL<Ib>h8;MKZqaH$`j3iE#AN-eWxm3vsaETW_D!CJ}d$D*)bo
zdabzSC=4ObE*x?~YFwRq1|C&CR{;QgY%ozfXtzc2UXnGRY+OMYyPUNxn$*Hdo>%<6
z?uiHo;4G-gGhqUpl+UvL@5*l5^sv1s!)o&f$I`QOnaI+Uy>up3JZ`#6c}B5eeUAQR
z(X|demwGJ`H(cgEEYds}hH=3$VZzFa9f!@WAI_LI9h=nBr;#<BvU%CD)fjCZun)SM
zh@QRO;zPH@8HFNqu^l*`6J`aB#;M3&daC`;&Mf9MgZ#*rH7GjiBl##8hw#wvSBgPD
zmF5QB%TYnLPT|i-^wZNlW-HP|fgYxux$X?ezTDM%E{oV>I_A3ib>m6*G`y9%klYk*
zo2ISMJ@;#N4#J@v*w!ACVDR#Phx(PDMdWpleX-czwl%252dp&1Yt^wPG<9gj2jt&l
zcx8LxT_kN@8$<lfR*Ob1aCAQ*!&$*f=4*^jDJDR&+!k@2T>THtM{jXKt^DCX7+JN|
zzEe)E-mlZyB5nTik7vk66*DJ);&Qi0m164T$D@1SKXEZ6!B^$$EtMre!O`&4y*Asb
zgw*m^T7F&dB68b<Rs+%0_7A3=l=6m0Pj4KAPp{>oLApeNP0@748o{WNrgej2-5$$~
z+2_Y>zA}HsR|y`xYvm*9gwy}iVFeVmMYdJw`7ik3>a58_>5q1FRWAs>>W=?;?){E3
zOGwp$f7FC-?_sQWHBb79-5~JZy;-Mt0Mb*tICx<A_O-OMF2EeXbm3)4baS-y6u1za
zkn+3!Ou?`?v_%7v8yS+{=ied<wO}TC9@BN`W~crDVf5Pb=YNRLN@5>l_3(e+TAG$r
z0w{Wc8`w)=&<#1w!)60fH&pqZyXrE`P6D8-kmD{2K>~QQmp|wXZ<Da!Ro<da{s6_$
z@#x`UTkf_Cj@a1c#s|<maIat72=vuIRfGWDa}+M8rE%3`WA?g5b%}2}gxMY};+%hn
zTEsd1!QfzZ7X8Z@n?8v2dnWhx!Gvy|hmpgQBYwNfH^KQnMh3N}qBOcP&W8mCd#}Z4
z4oWJn|Fn%c*p7_c2|>U%hB-8<z5w(c7<Mi4m^u`Jhk<QFZSO)ZyE06OIw!q;hu;CQ
z!XVzcVfYvIdH(@?=u73q(~$PO5s&FXs1O9b|D~$b4p;fDL{doAL;an<b~SmRhEb>e
zKbu0MySeNBMZ0fbrAC@s6q=gmnZ779-8JN^DrMp0e%>&UP%+NA@tD4vjhsYVprDvN
zDin{1#fAA^LkM*&0!W0z^*pdBm1J|kCidsSE=ysptd37xbhb}6G97RqZiZCRa+&fg
zNrbyp8>r*(XZWAttYPts(o~g3t83OvR6KCdHQ2F(pc_grD7FoyG{)c)w?#$8n0%M8
zn>#(25`tj9;DuV+<{R1Dy*!C5`?grNy;x>Qg8_cS!@o?@Ws@SK3EI~NIRi8C0xJ&^
z1wfcpb<N}aUh#r%F+etXNZ5M@=KB+cbWA=42W?McWq7ex+Ry>cW5w+#S<mi7vGtIV
zIBV7UDp_y(bEq%2BT@LT+NY{QU^Y9P*sz?~a0gB5&`aykYv=%w$hO})OjA2dzc#wC
z063&g&#=tUGw}O+sWLb{uZ9Y=i|jF&eFqQa$Sb>I?4MVB!15ce4}3ItAw~<O@S~zN
zbmTk6+xSM(&wr`?AUMJCYumEJIp3SJllMoQQpQ-69t5*v3S*IC79|k^C7(Q8s1-9G
znf8MBT-Z{*gK|i*A9q=u`P^!+oIk<yL9LQTb&ov@ntJYCP<-m4*i-Q1G`8N3u0(Uh
zC^fT`7yJFou8ZHAY5{Sf=3-&2dG~M%P2dYdPz;2QTT`x>|K|&{H^h*rZ=VIsjEUA&
zbQca$!#{zguN)+gDxrR@ewaR2XXJ9znivdn(||qsdx1PyIjJO+#@#LhCTA!!1h=!>
zio5K<;*RJWHb}86)wjSaKXIP6D@dmKv!hEN+}Uac9LV8#uQV71G&IlFpUgFQgT+6b
zVY&+bZr7H3rz0QB8k+!XB1jr-*jDCko;2FqPjhhIS5@5+Fi&cN33udLl6}25pMli-
z<7lcYLV|!zGO+*mIRSb`9HOdRm+OFdMbJ+B*&C`Leixd+VV4uI1cU@F+D)kC!^yab
z7ZN86`^)IC%zmE;w@MlevteAr<nKFNk^YHk7^k?y&|jOJup2$<n{7S}i)COAe1)K(
zR?>N_EqD!{ke7o660E=%B?laYss&sAG=?A(4DVk_b7YLfXg(4dhHFs=KyVtu5z3!!
z6LRFAc=mLKHg{)?z!S#7$NkzC(VRvnx|`lk+<y0M)BKq@ngR2e2l$)ZO(^LsvyT;v
zsn9)p>#qqStx)+#h0$J%!OI*3hu6QaNE`OJ4WEvw;G>S=T%6a@`3;^6SH%E&w<F;5
z3DsQawe(mzWC~J&J~rda*5RD^XOX&g$ZeUTd4>tg_Xim$%lOh7aK4%PtgCo?$3ts!
zfFSPi@$7P+5HF2T<XKw4$g|_f=IjOuA$2tVGEw5!=flW1CTO*`pjMr6fx&2Uj{Rl@
z?tMwq)=r7E=9`h}oy;Pzh*vVU^iw`dzXYkJW&d8)#~o{3_J!D=rek0GuT%W6@@dR&
ze~r`)P8iHJ7iYBMD&0r+mkvGLh+JBu-R?p_=c(WagDa^ReV3KBsb|05rbnnuv<WV_
zO_p?-VC7pthV+vJILMITV>IzlzTTc!OcZ>Vmpjbd&ZC$mM*r#7<d;`_S^oZ?A}z)=
zDqRYVe8z-Yyj<W+a5YZKiD(GsWt@(MVquxX_!Dcab)l4VBS!{Ra9(3`;Rrmxk!dWp
z8|p>u;HA9drG{C%XFg|VE{TG|PKoa#1t)=n<sBm^c(tFD1sx(scIBQE1y47H=2g*^
z9T2L@dA&T%+gG*~pZ)#ok&8q#Af-U+NipibB8~3cR<c}MC||V2?BOCBiErCrX#6>6
z7a7orCQS&WrIIB8Nt+c@1(2qh<zdFywWfBsJF}qDT?phCAuA;NC&!2@0u~o99#16>
zA$^A9Q-QVOGlOjYee4}@?)8WYML|G{V}3zvCRsPE<!AZR)K3Mei_b1fJ$*z>AjCHJ
zvVPDibE@wazWiCd`-Fzr#w7lg`X_Sb4)@|Orv_{GsX{zjIkexjpE>E#P-?Wq*r!dX
z5x*oWCm?z$bdQ7^^0baS)9}Fq4S~Nmvwm*Yt+846>7XJ^PKnUqjb2Sh7r_xY(dQIG
zRZ(qP--d}xN2-zW00ADYu7_nSh4-deuIvmc;Z|7GZ`z!Z9;4tz18X#jqm}6ltYk>A
zZ8TO#cDJ1kLr92>7Z;v?Ty7mL^wMrp0Ti70F4VGHDk&*ue0*T7@^a3^Thb)HX%2{Z
zP_Bcw58gK)@M}_!QU^r^{<5J`u&O!{sA0w`tLmr(7%~8f|1DA>%xKgaX*eRk8*&?&
zCJN9VylgqV>`_=n54YFk>rh@mgj)x90l>VFz+VjBwjZQwRkCsk5}zEXF}=-?lSoo!
z;<B=dLaLc>sG0Apbzu~*RUEGEyWzHX|FgzrJ;YVzY(WQ)=(d<|BcB18tG)p;+-mPN
zSlI!B(~Cn#stCSE9s|m_0vn9Gvd#e5(?*4k9G>4_@?N=^T-kL-V7hX5uzF`*iD{f)
z%SU?Wvp+PlV(}L~+{=RNc)`pF-zhN%8;6Yo&NjS&_f?S<h0anrUq&i8XCLW$$r7Ng
zn>Vn&H%xlL^iEBZlb9vMgm@6uOu*jSc#b0d`{})r&tw?A;Npsdm#%*z_L4jedZ0!u
zr)yd!9e<u(M)p)BM^L{kBxfp&eF07VJ_4-5s21do6)^m0QNq_YuGh~3IgDTN5(ECw
zHrYvUx3Z(P`Hn(Hm9`a`6OV--M$+Q{?SH#$F~co39zu^^<7Ti-I6wCpWLw(}5`1*q
z215CMq+f;L0*IpF7+?=7ZllE<C-eR6!|eicsqx>AY=-3laA7#?(%xvC3BxKL?SwIX
z{2`l;ERrydMMs*m|BZirQ#3U1@TAefZkm(xW3SS}N4_BoNUGyx<#b8jOf)$K#m+xy
zXQ!705y|m?%W%%X42f7mG876fPaV1oPoTG^#1s<#frmUJXQLr9?mis*sebJ`Ik7!z
zzs+4XvW8P1_(_*nd(k8jfniRck^1Ixr!Ufs@B%ORcR=}^7U+`qr$IxN(kDFdV=tnz
z*Hxd%6*(rTE>aoUka{z^Xwoaz0IJ^w$Aq?tIqH(QGdGM@RvPtZBtmadpK2sAi6CnS
zs%Q7S!aj+1$N)^6)M2@0pggY<ZsZg}TQV!ylCihhh^A*Hi|@JIi^HYe?dDTI>p=4N
zUy{4797QbqV&xwP^-qS+)TMS>TxF)p#G((Vgey4$(r4?hEBNwNh@a;W)(J0{26!94
z&|ZZGrrlE@A@L=O?ps|3aWtJ&ZbKDH+kL-jiq75FlKuFIHCrlqFhd=zco>nReiPfv
zIiYvUA!~mO|B}AevgpFOpJ=PdieukJR(4ZisRrn#1`%=-4wf=dT&KfFaVl-MVTt%r
znW}tZznek7#s{C>l*9zx)3~=qOixZ!L)CR|#813ED?0|H1l04;j}5Wu|6dsxpN<Tt
zHTFCGW(>u>;wV;Y4I!O-`(Uko%HTr3rsdQ}-6ThN1pZ5SbLf`4nEPc#NGV>k&*#KT
zR>?ZpbuIm){iM>HpX#lJ$vH8u!WMiHE)FxlAh_H$G%3{@G`#>ofrgz!Ly%Dp>1^-R
z3#J~VaAb^snp>sgXymR*H`SBpE6MvPS_P=$)c)S$OcSbo)T1Yg=}3CJtH?<zt$BM6
z8%A>AvY<F@!ABnaM$awCG6!kwhC>M4M~>3v%zO;|BG6JM@be1~PHRND)oLx$KLq-k
z1>MmV@gpG_oQpYztdc%oNIt$OgdDTn6@^L#M-iRkcYp<0ep;w_x5e#Ukv)iZ?FeFV
zL`?)DHWhIK-7I%7$5O9W#jX#KEeQMYP^)?vaQM&Na1%g49^8@?C?#eH!Pq|qUi=QA
zO(7zQM1&J|qP|$kP`X*)0o{W^jt@eRqKl$cpl%-sq}%wW{>~RG{UGbI@AkZkpzu8O
zmuzL2j&l}gUBg#~{eV50hs3PTJjtynolm*<BLDazU_Xkc_#Tt@KD$f&6{6e`Rac_b
z#I2~3&aYgc9sZa;Me4J?;rKau9D>(Q|45KKDxx~XP#LhoKKDPuT|ecfDtKm-fi-!v
zxYpW#3u7R|$f8Lxq!zMJz|l8d+gruBhG$K6=e9ikCW9{<Wm|}b$@WM8Tn(oGuRhEU
z_AO#X2Rp8VY$GBRbj}Q$1xX(~eqgcwQ#pzHmoH~!?>d-)gl|dV4P+v3h2?})2PYo^
z3}Q`x>baTHKDyuHF2smokz3A6dIsc!=1l4(=l(U#X>T9cd%lg8%s2)wr6cj?BJs_Z
zLzaXc8xdb}!rSqrIy0xZj=}0fPC$##vJURA2J~<aRdEjG+Pe^^H^7}Bdo(+7^ppC!
zWz>IT*<TNP2f*~fFbvTCi@0_tO08>gU<gB@nOygVC&h**>xb+94cAfWuwkp_QmcDX
zn}$-GmQtI#QtKyD>ld<GDq#*t=3V&aBVIO4m~uB<Lf4=PUdE3uYB<(1zq1XE5yI(t
zv=(nFJpZE%1}Jbu>mJTMg|4YN^+x9VMc5k6Zuq(QGLy>>_@<x4BE~m=iz^mU7X)9%
z64tzj_DQcMuR=EO?Si5bPXe`fM3m&b<US!T=ou5hG8lIs$}Vu%&<d4*>!DlovKe@W
z_+PZM>r_s?zWIs%i`Trk{6`(&ozmD5gZo+Kk7b@)96$YZ;}yNHUwx*OxAA>J<sf|F
zZAtryHQ=LoIrHh+W#3lB4o@t<;YTZ?FMFR0w|`Gx?}s3~8W(rn+GH1l+?tQZ=JOmF
zdxIBiwhIsUEe~hW`xQfNM{}n;%jN&ohm{*2%uI(l4&dLh2H=hoTW~wSmT|H*!0OMV
zt0Tn#?7dFghl^Jq2&IFOJ`4LTX2HuXfBKmAb6%UDSxw9ydMjFf_-DcB(uYwz>{nTZ
zYET>AKjijy^H}I}NeixRV&y4iW^dws(%Tg1G~7wt&!JdnNM$}uaDN>d_mCj(c^-t`
z|Fg<9m~t2HxH<vH;q7-CPu#TzcbtN2IQ}#$kCeq`WNT6&dAFFvJOt!<b(oQ$?fOi%
zv*VZD3hr;*&)o2E?Z1AojTv1u86U;u(42<%JyIjkm9M?ZO}W25DBl8q_aOgXzOh=`
zlvcYNZGs9i|1OD0vc+%Me@{(Rv_4Evj}j3gVUr4l(5S|`dhincefR5D7pL|CYK$%a
z2NgVLDIr|H4k?Ko9qWo+lfl76X`NL3+>DNm)>Q@yR&25IhS#0V;g?zw>$EaYSF=Qx
z%|ZuD`ybIN(RIzZ_Pl?`!+Sw88{B8qNRN(hmnOA$p!k6_DU>{8jhx$reh=23AL269
zfim{51Xfinu@ypYwX^#9V;H0IDX2FM><hEQ-BZ;+JWw#}xi{fIkpRH*6&|kx{ra@a
zRi)drn|~fbZtvAP*_et)PI@y^4)f|*Wd=Da?Q7{oK<1MUI;UcDs_Tb)zqeoP#JbUo
z1wwo1+;1N8t@O8oe1~BDBp0aGcZ;(-_VLdGwQy5f&k}7j!zwF<J5i-w2gSAl)gyFE
z>1D&7>9md6k2>)lWz9KryU<b$BYR0)Iz9j5sT-^fXkKyIe|a&B{fJr6Jnv8Yu2(r4
zRHNcG++>b1U-N;E;i6}qM4eDy;2;sva*{5FKmLGJAiAd(?~i(Cl239=nuav)85II9
z<B{WAPyHF~yq>K^=-YDDS0$Nhp(E}6l^I(~k}Z}L`_3n-!_twkb?}DQfGGny@|;hr
z_bn(mZ+Q7@{~RfX@Gi3I?g^ku>+G5rdi|ZqHOdu`DimnV6==#AxX~Z!1n2CRzS*RR
z`lpA>`i}wF^M)UBh62egiq`{P&UP?FVckh03Jy9ZOaPV?qq#~LS0i)2`X?sN(rzY)
zL8}gcB9TZ~$x33OdeQbyX|lbtnU5ZQ-=yuAF*Asb^v=|!CYzedIm(?V5`j?Q<wv0-
zKSm*8PX()p!i%#$h5&%TjpHYR301x{W8}RokZ;=ofV{&ztGdCbNI0vlC`${-Gheoy
zZT=bc4hY0;flz{Yh)_tB=X|J$=?qu-2E9_pD1wGkBs#SEla84x=ZA@CMXx}C`xElz
z=X$?iJ*A2B(a@)$(0}^YfQXKmkQqXj!jWcJ`R$Vd2$h>AL?aKQ9WPP)EbMm%9`Aoe
z6}YuiUC565sg?+}-^XOsMhw1jn&h4q<)(U4{%-tL;vcU%-LRHTdcJ@-ixDDcDO0e+
zJ19%?ZK5B!WzY$j;0mEbjUgPnOBY0vUUV*odN6*`UYpgb>g+odo8!NAZ$glC|ME_F
zk39drRjlBhz5VFXrBfbQU?eeyu)@QgyZ+GwIZkehQ1w;#)hqotou2Sg?^voe9u~T8
zev71<K;^eyaeTnlov)mir&db5a5!_qYWO7GGX&`<=J0iu&TkIbj5)7}lzRt#IL)jo
z2ZO+f#vH^hjXi!0&1Fe`D#I%J*KqPxbBX0~5fisLvSAdT#kIrpfnBce2fHf{^0PBj
zES_MAcj30~>tKZ3W=MQfjjH*lufyke0KyiR)z{$^A>fN*fD=uM3F8U+$`h1KaRN3|
z#&q!;O+R{%lmKSIcShjGiCD#mTcv_C+tmH8SC^_{<e082fXfht1cDI-m}jv-_uRB>
zext3s6yJJnc1z_$$^dMO2G$nTj!o~_xUR4Q3(77f$EYz~m-h}wIOlV;y+UNOc6|w+
zET8x`Z`^5!++ec0?3+J|uU~rL+9I|XX!Gmr5V0{6^v}|JCTNW8SaHgMFBKH*$lVsc
z8kuw^)&pfl=i#kJPT2hgYrf!&W#S}1>|1OAznBJRmNEIv>Cns~K<iyEcT@{1YPX1Y
zxMLAw1TP(4IF<d_E52&3$CkeT<`!V;M(wru;IE&c+_CN9@g-xQrHjeUM8m(fgW2Q#
zVePh~dCX2WA8x+!5Ds<+b?3?A0zh@J3(QE~5{w-GxT_8P7c+xmLjGN$eku|?_w#D2
zA|8HVd}+Ji9j5)YahfVvcA5~=#hHs6H4Lax?}W!Kl!f_iR~(dmOWBN>rJp&q+g7G{
z))_A(H6*N3uXmr88JGhAl3Wr80WP<2QYzJyu{Xpi%KDa+<__L;gvn6kDllf?>~K@0
zoj=Hwj`I-)sz&ubR&Lp%B~#|R@cVi^OCrfLm1A%|-D;ZjoX&vi%xa+}hzPD_7byIv
zp7IVZSJ_|*j$0*$Lm)5jf{22>*%d3D9&JbW#f&qv<2zpk>t%z!9bHHcvA9xb6t3@m
z(CCBQQ<45o*E=*&X$I&9@{4bgT}FQb9{S%T!+Bkv{!oY3&#T`2`^32E3w4!0vA1Qs
zy@|)0$tsxu3Ev~2afFCJ*o+93)WXnim|tTO1ZIh{A475`jHJ>7GCGCE?b%D&YAQP>
z9V#EGYG|C9XN-^^@j&hUr3bq3#NoGu(Iy+vZ+X2Qo>d*w?gbmT^{W<>%qHb2?{S-V
zepu@?%~z)%pYL7Ty?%bR54f4zPNqct1Bhq(M#gnp7Yp~dn<5C=-6S9A-jK+e?wYV!
zihd&btSOU!sqs}hQ;TDx)BopnO<QY0xJ4G|tK3|gnCfpI@*@JdzRiwIPX^hGOzBhw
zI@S{Jq?k<#-vrk_=auD(XxUVkN{sol=|Xo5;R^yBFhR8zK79Q{V-(rzzccb;g{7Dq
zaBd3h?%Ms+_``!VI<3eoR~{$0e*zZ$YDeE<>Z)Jbg+l6;(iKT!QPv2Y_5H5yQ7xGv
zwh1kUg5mtScDV85uq@%G;wTpGk~mXiWr2!<kD}wh1#wltoj)CI&0(FQ&R~<onV#aU
zwWl%&Kd`EKTUvYh%420}iwO_gk%0VVC0*k4a6%e|MC(}|C$=8j@M7H)0p03%<sOeD
zIuF>`>n4AKrw$D{RXj6){#*7rg&>$Hz}M;(@kW1S-?z6AB;r_6iSubNVv|r92K|BD
zUX3(*3V3I}6A(4wb=82?uJF@IUD{NrVT#9Ht8TwYg3VyH*cAxHSf8o>%Dx()fEL~b
zV(#IvYp@!@x+)t!(D;mK9U|l)VHthX7ZL=YKq$vnw@^W-woiO~2x8Ix4v3e?y6m>s
z*mFt$UqSJ@r_Ggt;-5m2b~RX%+FD<G8jK7it%hhGQSO-S&3ChXHY42sRcjrOX=X?R
z!CPv`$7RIFukuuoW$rOOx8i4wk4jD(PTG|5`Y<A*&~LO8`ZU@RBWGX>n<v73Vt~wA
z<E1>k)uc;{TD66)mJ(n>rkkvW%;n;&3vaA+JgyxsjwK04-VV5_r%zl6H6Gp4bn1RT
zS<wF`q__<|4(c>lcaT(59XtW+xo4sYQ>aZnyD@}UU6pCiy7t`j4coeDs{Pl#gtPx1
zH>wcs>y=DS))W@zMgZFu77{)#q<mb+{5X-sxeh%A6p5%UXc^%XiZv(#hre!FXID^f
zn=e|(j*l5lzq^tiw-%W{t3nAEWkV4Wg||n!>cl(i#P{8WsNwK|1iQKfk;*Gei}?`Z
z6R<H3KhzS2wH}N`uC9{uVplcH_chFSG#2nMVHr_y^bXWxg-005JuLl#0HcVl_E<O}
z@9WptiJYpK5F>WjBOjTj3tH3*q^68$Z@&x49;X<xqcejL;NOJ+_XLamA_8h)iLCz}
zoI5Exvg2E%Vzz46kS>DYB@ruxfLPubln=ru857EmZ<J+pLrN`UZJTd}8dPl#!PT<#
z&ZIxZ=imC||GRKM8)6>u35#DjSKN&KA@K8++)>ewc~ifFCXC1Pxq^4&vEKB-Mf@^m
zCdW^kZoEG2cRj-ome{L#^v0N4`t<#5B9pi2ho;jHbhA3N^Kjm`nf%`P0w_q-=W)${
z_kriC;`U4Vn!m%DPm60K$<M#>=W?Iv0~=m%_Ql^55U;%Q+y7zNP>FNx>xI8{z5ef%
z2Q0tOP_tL?qeFrlU^;L+6Yvvz){=#j`@Ufbpd)Q?7x3k!>;2`S%C~O*)t<MP3o~-d
z!okRmU*+{-GpYd<)b5xtHJo+rf}C|N_134KwY4(ET&ZuWiFwj?_$<<Ctz#yf(@Kk#
z+u=n-w?H3vUWO$kybH|EtN@Ncmme0T48x1eZ3osHl4A(f5a<uc4!#whpS(5QlBpvP
zPQyEL(ti4FPH$R7nA<4J>Dg!QCrc_?KFa>*QDlh+mN9qZVa`(ByR!SB*vc)JvYr_H
z{$mbXeg+M-%7&kyF)err4|QCLYv+a+=?zj;pAzN(-L|bO{uI)$pTw9S{8Asmq4ws^
z#(LTlDi*R(IQszjh2>E_%@?oa<wn^EzVGvzq>sqy->u`95hm_fAB(e!QaSMx*UJ7X
zC3>t^Ne<a`;`B*JH|4vXB>CZC;iv22opo`6!vlr)vKN;~Zh4^QaU)XqiaLoL?NBSA
z?kkx9r!tE0E7I}jo-I|QsO!1Afjj(g4-E|ApQOM>IUH6aPbX&E#li6?L$+<FmP)7Q
zkq043rFY{ei<yk^E4$U4!I>)od0YT{YD^B-KXVl4r^8x*g-RXEF;8xnOn_4Lv+3%w
zj|s6oPhKVVBhyau7?yW2&-NJR1WP{a^{g|go_oJst`v4`Wm(U$Z}s#_M`~n6&QhFW
z$ojKD-r_}=vx#S2U>HF2W9W}W`-{;@?K@SNV_0u0?UQ2IHXa5BrQV@_5pM^K8hDO=
z+Xlr%AtB5VIWCabljVGtA~}C!Ip{apHMkAu;g6MBs7A?v%PCmCMRQ;;b;juR0ZRYo
zyASkrYl^G?!NCKw9H11uoCMa5=FUX{rGXWMYZp8c9DMf90v|&-)IF|6P_FZB$|(h4
z)W6VhE1;sD*GH(*Og!B>?|kL|hN&e#+G1Lv(y`F!?O16*G?uUr9w*Z8oSyPeYo3E6
zh$k5kB1}QS)_yC1CBh2VzA91SlRfzpg_P)ufu{tsM8WlgfR8CAHn1ZWz9@DVjV}b0
z1HkE=S4{QN0`Dqhl@yPxQ#xDK3+PX*1)A3)jUWXCtE8i^q6jACZCwT_zF<Q7BY&Y*
zSjd3Tl0E_!5(+2`M86P8cXl&DMF_13dK4ZrNC-FjPtkYh(!KNxnhs_rPst2PM_S#9
zI;PDhuwK6d$|pd*w1$xrbcVvnqTIBmX0&1WsIOKKGLZS0pLxdvrnHdJ`S&42;l0he
zSuM}Anj+NAM)I`;)gi=$Y_R#_RPD(asaGcV|LJhm7vX)e(o-W~QMDV?`}3U3oTVWC
zYa%((2Lx|nv5(^`d|;-#j@*+sy>@5;{C6x^yc|z?9Lfx>sA=>N6LRkb4P_ict<xeG
ziDn5?mk~{WYRsnaLMh~d=2eRM<0_@qIh~cSVo=YUjxsK-t?1cQdAUe+lG9JH0G6Zz
zM{1J+c({-#{UuoMJjWRuUey^pK=ALN>L8*U`nVo7%{%%aO<AdjH<;7!DrRtMEG?YK
z=hZ6{0KfEFr=@4nQ7C}7i7#z&T80Mmg{h7SC<|y(&A*7?<=i1afilJchp?5A!)wEU
zw<^x|rXqkNlmo~bCp?@<pjk+u3FE!P%RqSoNKV-_-SCk5Z#|8G91)%MN!@&|zl<oH
zJ*b^~1M1QDLh@?`uf=~wq$1^w(Ox)@H`O+Dnh>|DvqFRkleUSKwkgf{fJ|)qo!Zow
zrMzwl99G%L5D5J=c;NH{D;cP-n0v-4A*3jk8Pc=!Sz|argJ1Nc1p=cuw>5pr<9Z*s
z8(>RHw==Tm86V=@-KzfJuR-5s+`)yE0U10<b9_DOG107ui*Db1wpD=4^o3*DA@i)`
zLfBZt%`6Dx?)=Nsrs`w?MZ$~KyHR%dSAQ`u0;5#*oMQ(Kj_G;iRiIyJkIj{Ye&7aX
z>oO+m5>IX6h6&)~F6+pxge6QX74KyN-=&}ej5ikqobV4lV_=Z`#5*N10+TO^z7$`Z
zYA$^|)L!wbU)<gQE;4&-RfqfYIqzuZ!|nGsn8G1v3s>_?e?}OD5laJ!I>beU!xC<H
zI+$>BRkxNmjkvR=a%Ahze~m2}$hq2+LUYF8#p=Iv4PqY};+7T!13eGh|BbyKgo|c5
zmCKG9zai>tn>F8CUT>(ZHi<kNl$|pfD(0FxsgB?=GF~xBd1M_k<7`w^+@o)t&pjBv
zVM*WFDTvEeI1zB{27+yXv%<?dj-Rp=a9M<)No)848f_?|=m8ZyQ75FH?&(5D{2fWr
zR@s<)%{&<|6#|D%bUb~ATLT7~$+Mm9mLzuk2(A^Oj~>Os+b8lGSDlcqWZU5^BLcy+
zCZ;Fs=5HylN__J#Ralxuif5$eCLPr*O^6hLWNB(ncN?S&49sswOz51<^hz%9(|!|v
zApbu5SVJI;-~w^|`n5_ZGSv_dobvja{$UG`Ly?*Lkdd(&*~_Qzyjk-so=V82Kl!_#
z4ijNUpsvffJGDvt@~o)u!DB0(9*71pi|2!j1!ux{$h&vWQ>nL?zq!ZNnOs$Bc1-Tz
zm1{i-Hhj!wc_kROP)Gz%;15XJ2=6}wyBrbnC=D$6Ado%M6?0k`yR!gfKa4arvFeNX
zobnH@4$9>3MP(}efmyh_=WRyMCaMUPL<&3?LU&)KX6?z~1T~cfO50u7^$(E5g&Ky-
z_hGYtDk>~uK^BCX>ZN4gefXd7JZ*?wC8d_PzP!F35Wbu2?lpR);Pfu7<qHOR6S%}H
zHtXc_a=_J6KPp%Q`9AH4W|^2qWuqg<l|j>WIBNhYmaNZa*&gQdGtPbW6>k9doQ0ny
z$3CzjGz>`;x-WOU-<5CQ|IJ%s2X1pKx-9ua^O=D=7mpTG!a#fKq^Kxu9?sz6_~0j-
z5n1Y4+E1vpn!w-h%Jm8ojLJeZRNqLjs7}E9i%Zv!6xjo*v;gZ5@NtL<&8J?344n_#
zg?(7Q>f}xRspE*9{^S%S=jt{7O+o5Q`1_J}0DRZdttjAJVC3Zv_?7;Ts;`V{`v2pF
zQ6o2`6vT}Z1Q8Uaaio+qhyv0`w+Kj#ZfQ_Zx?7~ByBq25?iet(`~CgzgM021IY-a&
z0kHSy{eC5*NJmGM55`~EQZJ?9P0C;Wlxq2ua;22IxZcIAp_#ni1t5ZYsP6;<u+#C6
zh?;q+Q~2WbUdHRch&OnysrL$qZEf;@4`Bvcl|a`cZ+eI*(Idch%(qM;j%EUNH{i?=
znL^JpiQ*t&Zxlg0qzqTvFqGga3I~@5*hEa<UmHPNAsv~7$nSG4N2G3hST70ek=k9e
z%mp?~>XVOO2bbv!d=NpKTQ3t75#)@<o97J{7nKrN!n_1MIEFX@I-~t>;y%z0C6fhm
zlY^Sv-7=*F19~B1a0qKAmoXds^H7}5EzvAmD!Jh<d46HH_+U3eX}7X!H~u**F6CSx
zEBqb5dcSpk4$Z`>u~kNRSY<)mAg4y+{{%)FfALlS(<xC?DUB9!SP{r@XXFP`(@1Cl
zpN9dV^u>otUj{o-bn}u8p1%6;-_vnZ$9|hvF;u>n`)p>z?FZlYNN3Q%du69jM+YOw
z<0>4=+*~NAmD8}@iMuAXs5ANOcS<0vk~%Bz)#Iu!F|Cy^tc=jHW(8c@8y#J<v9ToM
z<6KUEtk0YnO59V?4WEkY64qeC12Z4pXT*##twX1fJATEofAh9OJ3xhTzk+?Q+(kB<
zKrZV`*3N(Ios(=`6aH+{XM}M46&Ms0b8iYj+yXAoJ1CZ6(fHB|_Rn~5V}xw_>C4Td
zgy9&1P1rAHOe@<8Y_d*$s(zf`3ElqAwTs_0Y3^f^h@L1my0Mve3;v!G&=(!i{e&c}
zGd`($$X(%w-w{f3TfoVTyYgB?*M|)rP14c*Egi%JhtlaP@KhxNJakp#>Ddrx8^ROF
zOvF=y5dM5b?w*Q+^&w}0au56Z-M1v51^F4n8KlxwWOdUbs$Uc0p^T_wAP`wySVZMw
z_ZR!@iy;TT7Ki{5Lo<T~s=68T)&Ai7!oM_EO?}&<TG0KVyz{uOSkeobE$i^trOyO4
zc3yux6xQl%g#=b-+3gvz`@t6bhsA!RIgf;qsX@P-QHsOo-{G(-Q_tWe;`D~_(FDS@
z@j$qK_Y%@FIPQ~AiHI(_)GQnxH6Z41-E5YxXJcTKQB64b#^cG_x|2<de-E!188EHP
zP+jcZGq8k@E%pjyi~Z`#<p;a8z4kiVobuquG+4KXr|dN?HEr%xhX((YJ+iz1w>%fi
z)q$w|xc_b$HaT0&;=Z}KUpzSxKZ~ke)#5q@-U7-8sfHt^V<ShZMruC*UHX51=#i8A
zIKGBZP)1%k0134r;P`Ds*mPVB?%<WA$I4H#tw}fg-0c_;PjSy(>Hzs_DQ>%A*j8G~
zw_;<2Ymq{@Mx1V~=9kl20cvt3vxSWa?~PPSVHTMFM0cE1QKpT4Oj%}yyoZ4N6BZQi
zWWlKJzhbdh?xf=R{?y(;=d>X07(fs_;c-+`m;)6utTu8CYDLI*H6J(AJ~&qLOhtkh
zKe~NSSxv+t*ww<NR(bJ}p;Kim>xG-r%h1i_^*BO_`t+T@NZ3{kKi5W%u-!M6g3(@;
zqWRI|M)PGmonONh@o&lk+$LI`5`68|-F9(?`w_Lq#w2$<yYG5t|CR}H%{<*^IJqcG
zTKZYlr2mB}BjVFfqaPDiaF4h%v=oP3@Yy$vSYF#Az#q&w2F6}Xq)60NyaU)y`r=~l
zx3`TMp>S+JNycI4@GB2{ffrE%b!8g8U&@w(R&P}Al0IXaKYGoqD_oXg5}f8BrAmXN
zr!+yi$c5WcGE{H6-kpKV$N!&0DF2T`*zig!R!NGP8k_00!afkOoVx46sH$syN<jXY
ztvB7yq6i}VFAUS-39yW%`vZV-3IFI1WO|a!%V7j>3!=ja!;~;;I+ARo^S%4NO+;^J
z0Np5M4zM+4&<TW~g6*=g&~Mklg3GY333;mB^{U+o^4-e85M<A6r|A&@C<UKi%aTQ!
z5N;9UF`!qAGf)i~>r_%RW>THzL4DRig*;@y)c%`s$iROpGj5x;Ra)?X*}!my$k)>?
zzzp{L6d;PCQFsA~A=@|4L4l1ps1<V`7_*1I3^2;Wdx^5qEo~6Br^i0!!L3s<{>@Hr
zdV-f&hzQPn#nI)4%TWY(NNFQ{Pz99(zc~DNC?z-*x$RE5ICug{8KyjI`5;Xsec19?
z3a$eSt`P;%fHnB0@v^p>%0s^e0)Rr-&CjmcqqlHeHJ1hOJ?O?1nOWM7;<LSQ#3<c8
z;t+_-&>9>!qpFGM9yIwOD{hAJQo4MKstGYzI5$QAAVYg{9FAL_9igKs$L)~MTwHjp
zm+)M}3@~c3D*P0;T;+HLtok|mz{RZ!4C{t*X%qiuVk}OPuXhj8bl`W=8LUD-il||c
zRp;X>E8K8V#WC4#jA1kuKTm|I$-=?1E+3R?^&?1V8Yhayl(APz)n0tYk6mVks;mMG
zVQZEbEx}y}+V#NBpk~lMZVaR+{oWrmkS;EKjIy!~cykr`-1DNXQ@;P5X>lZfcc+ND
zy21;-qJg@LMA4|hS>uYz&8?~r&T~(NY@yR_zhqFs-pW{`5j)1pEy#4S*JML#!+h!d
z{^kC_WJKj=WqfXYcF;QNrla<6z>nF0?OD{euxU~2F4a2|;*jawb>Md-garQ>0>>Sd
zV1@q)!I#!SK1%fIA;M?&z()a^BtXtJKxuvx!spVF)V71j_QAC4xb6xI03tO1|L#Ro
z8&|Xa_+!Wn5iiL1I(S~HbF-Z-F)Ih4A@BnZOmo)SIk$G`%l}K(kO2@D&evN{gqHLq
zQNb#6ePz|!hL{Zcb6C?}N&P=<WM1>iqBtO_hY*QH;riY`6=js9?x-+g#&7j9#$VmB
zAnoXJBjcaFv8YV=kBzDonEz^DyK(5yZ;Ow3xzKXlKIP?Na53RIs^wDBxLPs!N9Cs?
z&#MGI8xCOuZIq)@>kQ|WEKMn-{~^2LK6}_fH;FBbdL8EYfkJ5DXvPWGL(p(=(Y{yM
zuonacRkvKW4~gQiM$&A;WWfPvpX+Ylnyu6&$A-IXq-Ap4cQL4b<vl**RFQXgD1Ox*
z)0DU7KRiW-t+hMf2s%j<P(uH4A1s@jyaOivPpruittlWmwO&d@9?k(=^B{76=6o;p
zTl2mSc6`VMarpksbFL$<#00|sZT<rSwIIEu&GIqrqUPhi)lGiYrr<VWBH>{^Cy+wC
zXOpN_QHKyI;^wY;##CzhPvJJU^Fz!^=o`jW*!FJ@&ZnXg<N!c?!lUVg!IgCz^_?J|
zMB-p@JKK)OkbuP5je_<SZ5zTt`R(c;>azcpyxQEa)w#5hfota>bw5$+BmJJ)(y`U}
z9{b?q->*~sei?mPG|SdznibTOg<oYh6tNR6&mW(FC1aj6A31+-xqd?n%>9Jb5Jsh3
zqn};w3{HUkdRYaBNjg`(;s!VY@CweFUgy|KSl)*k*8M6$G+afqZvx@D=-vr>xoA2P
z)%3oD1?{_}-7n?0r>Th&RCI=8J5R$%@P1Aqp^fkG-;e^pkK#@NP`D%v{cUpU)v|tT
zV6-5MiB)_tXimdMlkijb?D~q?u1o6&r>Th2%(|6@0h?_=J<-a&)o{))BO1;k6`Cm>
z0=-cjo2rtYSbe66yYK1P##ld$M?BA_CC!K|!Lq~~g@H3jU!?UcLqQF@^aWHKab1O<
zS2zIbjrv|4FMmKjh*Z#tp4L6xshcj&{c#ZYr6eEqI1Ou`R`xT8P^92Xwx@lcZJPa4
zZ>s+wAkUiQ%l6#ziOu-}v^Jl-Ol%WVpZ@*8GB=z3gM%53-pjt*7fC8{&53`sSAv#e
zwQ;Ts;(z`trisQzTnwevHOZ)J)q>Q$^DXzc12NkA^M3FAr?oN_`^n@31EfEmqVZBO
z0rINU<P4dn3{M6SBfA{SKzs&c*f!!fTIybje2y=2WOGEA)Z{ncV*x7tx3cl0Y6<6U
zI>2Q)t~j^70T4_|WwED_P%3&~<n+)P#3~zmoI3PX&YlI`F7JOUg-7CjQr?7WXrcx_
zt-yb#tv@bx98UiXCDTsMj4`xovbJhn1wMxsTfIcI-n`|jkPsyJ=qu&ug@*Liup!tR
zkPY(m01pMAOVuNobjPV8!u9ZZ$#V-pJ{e0aA8uKkwxc+V{gKj?3@8?onKZRK!{#iv
z2XZ2k9S8?bXbcCG5OC2DhtN@qA%a}nmAqlVQy45REj~>#DGkO4ODw;?zw#7x0;p0%
zpMs3=@iPyD3J4X&HNDJ=QEjT;|5U#cFhOPLE&^eD3or?4vXr~~a^e=;!2FkuYy22j
z_aUxYIYqRO_1qsHpK(E<%qmlRVoZ^1+cg?LfP@v!e5#pi6XGYaqk-eAYDuM;ESMnt
zu2Z^bdxN_1M<(+YP*^lYHL)}7g7Jlu?E9tj;7eW_SOR5h%?bUJqo5LskWJnVQlci;
zCm*#vA#rkC+@3w%PU9y}TSTF2smlD$;otwQUkwjg0;f3{2Ur>8hajHkBzu&8oBry)
zH!rVF+#9-raUSBRfMvQTT-s)x9Xj`@K3Wz4WmvDE*UU>}#>4hix^p&(m!8h`Y<Uae
z$os!P5ZXeo+h)`3cdFKn0DnRCKt$sCMDE0T(0ag42WmE8dKUE~xpq6b_Mc&uV^Iq)
zh;ku>6}}3r`DFK?CqR7N8+G${FSu}x9)qPfRlO&Fi<#pO;KHRhLjZ?qZ`RQIbM}t^
zA|Aos66dgn>tM2nSY~GfiOKrF76ed5vI#qlOw@VJQSr!}4gN5%=p*dk-{A>gd}*d4
z(CGW~=c}+Vprmj_?^Iq902k97(d|=WuUZiE`$f$QOAfB-Cm8WHsc4`3HeW@j&rP9F
zFeF?Yh_#;wNjwh`dtm7;I)=8$CfHw*>&LUX3f2W*JGka=3_<T9eR}AY$S05s2Cj`Y
zgrSJf@APeXnnCo`sj=bTI^h@xifm5!C)u36cBidg_1hEUxpHPQL@iJ<EOjj9O%V+_
z^4l=;V<KTj{FH&~`G~)N%`re^3JPFR*2a-l``kn*(~2rC*bGm+DVq}$_&aNN<+2Fd
zcPCTh?ILOh+}$_jX#$bWi+?r+BE->k&T9x)d&z3^GsLCMjq`9W@C9vq6*N^piEVIR
z2xqiLPQN~}*+Z=jW?czTECJSw1L>ph?J3$fx;&p>8DlcgyelvTJ>B{0s_UoNk<>(;
zG^j!K*Bq0b)&2Ys)-1cKM19F%?({b1HdQbgEA9%=7Iy3(kHo>33|=$XwkV;E2xw7V
zg{^bPTp?`Y)}ylvN*zw@0(4zXECU{3IZ;Iq)?l?&k|!0>TPanp4|W1gD_WbHPw(QR
z6+H=-sa|XiOyLvoa5pIREW$mT3FMCSFp*G0o}?5YXe2?0r3zpkihg<GY5q4dJxeyJ
zNdAdTSKV*=K#*{arU{hxu{wHnNee5}Y-&roZv0ho%C!A_Mr3OkrVdQsKb8-AivunE
zfE0mvo9eIuR>Lip*Lh{1<pdtwv;x#FY(!z<^kqb&mylJ)xz|QJnOzz^R{Zo=Q4v$b
zgB}R`wVv<Sq86<Q?0K?VlcJ7^nK|u^#!;G^ZA>LKRsg=2a(5Fazqx`I^6$a@;CTB#
zv|nq(UcE^jva^I#xCBNW6GgUveo>gW_&eVjh5TtOiLwje@5vdHkh!EY6}kP~=h9v@
z7c2P8?r3gn?^C(L+v@Uu(H7nJO&QG~u*p#Y`d#9g{XcDBwO{3sE(-=7EH|p1q)-y5
zckue#lr`{>Mk0N}zecre<lTh-Y`{ineeQSunw4GX_MKwtBHjE~*Ga_)wl7?l37fa~
z_hn8l(<uS>F@!S`nLa@oFC1n}3#^0{ezC`pq)Ptple!kE$dIRbS%tjV5xK_kx7@Zl
ziLR<#e+#r4skadwWMk4;37~2zpU(}m^3mlGm%JbG@ReXB0}$Tuix2}ad)whWz*#Wt
zi{u3?R}4~ju5Ut)Mn2E6-a~@zsbV0EDsPK{S)mN}21J|-Pq9!Yz?&xvyfC58fL>>b
zIarYD3<4zQq^U_6KK!rP{6AD6qX%)!2}R(6C_|wk-zghg5Dg*Az|0g*3+MiG=59)K
z9}eY!zA?R};-x0_UxTr7LQ`*ZbL(@1=5lX-J_d%JG?0z}{*S4R_TdmNBkJk6$QW|e
zGZ)FMcr=lGW##<Es-oJ84<HHkQeO6ST=AA44D5dTWF}To9Hy_Xz{8oIxvv=zNHUxg
zkrdDLZ7fH1mQ^86ykL#vaZskVYPv!siikzYvg3^!y#hgQSFUf_YNLkA8gZ{c-I~<h
z?OZ>ig`wu$_M>oGD7L$!j6+G$nBolbu)JkUYB@)q9QP3z4TnQfX+v%&6ooK5#{4q?
zIm>!p=(3`72WoWuV5&JEn`2p|z17h@7aK>yH^$}UynDv|$iw^R_~PO3s<{%zYj?)P
zc|iX^B+8GGX@2DjN7zTN!ETBZABER(3FP5r(wOE7<mK@Dp`_G7Xxp?F$UhuJ$0@pf
z_pe~IPe>5-{x^Am$%v4J&pJ>?C{q)#)QJ$uw({md-oGF$`5;woqw0IV+Wec~i#HD~
z0dyZ2(5=T15dfp<vUA<k2Pl3XaWKAgE3ov*Y_@m0%Zh_Qfh|1<Usm`&?43V;0I-pB
zbO8VO9+dgx81h}W-v?PcsdjCqeKEE0YUy%valfd3!2ns)yn+#L_xJ6R_5T(X^U8<@
zJj|!++oA(y<sg*qc8fR|bvSEZ*(91iga|A#ST%`Ekgen0r~Kbc7GDo<nl1ZU7=x0M
z?KHRD_^zw)+LE(rMD;U8D57>)vrbuCP$fY~IUWZMNJ863L3>8pi??6+{9wg1K4SZP
z=1@Q<Ov3`b{B^}x=P*rKL*VU_+2LI{aG_>~E8SZAUiZ>c>fbAsg^S59dl4PGi^`?F
zqpyPVx2BcY2NLkf$Ob*cO_(ekAa0$v2u<tx(dE|dN5GeA>-I8{spi?b!#rRf&%ZwL
z+(X52n?&(P&Cl_EwzkCztce+rxq8k{IW-lne73$g0py%v5KWrHE_C}}&;B1XqR}aV
zsNfFNpKYz7oTK%pA#(gXSycn-k8LvIk-Wz@ke4PctvsK7Zh%fa`eoSXmp|@dea_XR
z?}Z~|=s(2$O1-KrXuwlGt=aEua<dK5;Ew)kBk|?a%_IhsiP4#*q8xsL?dWzOt&+Uz
z2=|q<0uPDx$TOM8pQ*Yb?nSNFY2!d?h;X$GIHCAX6xUQKzbsxKTR{Xdl!~vTD-G_5
z9!F3t^l;saKY9r{>%f!QiH;?E3XIbx3dL>)CVtu-$&#^xS~fXY{{{y2V50wa6xky5
z<fm3NQp?RM=O@`o!QJi4SoVjOPwZb~YN&8&v0GO)uAJU1J#WFP>5__9u4xkbT+2qQ
zTM0^}a-X=5^=K7e=SO4O0mO%1G5l6=L!D~t>}ihFGOYG>;6Xx<_68C0`>Y<^IL|kw
z?Vz#^FT$kewzFRfSkT(1X;vgImCB!(m%ALT(+E@#XY)wfSL}#&cy^A1w)SiP?XX3N
zV6)kzllZ%NjN%AZUtR*M)ThlKNsieQ#ilRUe#(3or^D{*sCPkysqAsrJS7ot<4AYB
zeaYQ<BN*j*zqf|6cBS{hQNEX+V{RJ9`I)oOaB%5y+(8(RL7caGlJgoL;ztKC?j?C<
zl59nMkG8m<F2RFS#=WPr=a!e2g8{Qxhnia!MVRjK^z<BQd0y;6r&kgOgPB*@SWjBB
zg^$Ld58R65b?g7r^Hf}Vvz|Bm$#&iq7c;Mv&9@N$6F8SzVb7%Rv7>gKJZ&__Fp=#c
zaIooZH;{W6-wz5*7^Y-^x&i73zD<4_0}@q=D_bRgl58K}OWuI(Zg&FN{D8fOZWZ?K
zN+Se$|I=#sM5rJ}h9neOp3=*D!UMbjzZbt~MxlZ=0H9a(EAbve@1HhMXOojbNYtF)
zy$YoJ8+O7T1=jd4<4t;6umgE$s@^TD5S4af>_{LGts#S!lIEF2ZsXkrPsIQW`J0nt
zybylWDr|b04p8reBcLc;q{2B2N<b;JoQ8CxnTbLX(fZ<GGPb%y>_Wy*#QrGrCi($n
z-WK07>^Cle)uMu{yGg*(XI^nzsRbvI1sK|6$O?e|ZoL5}f4wnBohe6?A%`gGhZ5J+
zk-4bd)1|46#-hQ6oWaH1{`qVr-7NV>@7T`^*M$E)=ib%&HV{Vt$x^7XHbiGRoB6B&
z%xBh@OSTjLDASNtBUw5@SiiHw2`x1tie28YRLjGDIfcj>{u&4lUmVFfJ8J{QHNTQg
zB?3RjEm9jZBlUh_I!3%B#uc>+D)}6;Y2xor;uHaxdsph<!D^4g|H~+4n&;E`EbjGk
z6E^YnjeiI1ybG}Ug%OZaC2|jkgg$3~EU2y#R`H_fbl}@1nl`Vb{b2j^j0od(N_B&>
zwOt-t9v4rZ2v6Qr?700aAe(j%vCe{Ff}B7OS`en$9_ktladFWoDNh?Ey|*rUpI!E?
zc*WsXG5EkPz4`%z3vk_j7Rr&<@}c%hN*0QW`v6omuwJ?!pZaS;pA|RexnZv~SlatC
zn%j9g_4&RW!+(~rxZfB6WKwrPlN#JWc0}}cL_Y4+FFXL$mpyOLQn&zKb40V*U?44N
z=x`58bIs0Wn^*V{NW#(F6V{N`gp&+`K)@pr2HZh;_azN+unvJ6u)<ORF@*sI5?41s
z#)X^U$gvv^6I8{G224$XN6?AmzkS~@Do6~{8YBt{N<M<PACkKRuHZwmuXZN&fy@Rk
zz2^*~m<@bTQYsf)9}~1i`pPO3Kl<@L{04L|lOhOH!mOrt6t)VSx<l3HPFB&7uwonp
z&X_}w<!g&!nPY!8>oOq|6+7YQaz|^>5P#s}d#z(A^v*`)!!GJ~n@e@!v82+@#^11_
zZ?6o#(l=S2&F@<^&dpsL{@xmOI2s?tY_0ht-jX%G7eSBTj2iG8(S(#(BbS;Yr|m^1
zeeeF7Ebxd-Vj8>-`VXiOHjKz>GqMiYBRl%0dZXjVo3Pg~J8WgywWs;r&Sas<H?v@?
z@JnsleNIO^#~C+F1`Br;)AJ_LuL;&OB6XxJ8f_QPg+D!@st%zDCzE30eOt(z#W^5e
z6!Fql{1`7wmQWZ1h*ok&SuhfcZ;P=w)-iewKWhAtEsgh_nlUDOaDf-(q|aWYJ%N4y
z>XOXo?32%MT4UEA+zWTZlkLQR1Fvm}b$w|>hSg~WUV@Wm&rJ>CYV#%VNSUMn@$NE%
zx2g#V^XCZ(-$*!5b^5R<VBrls70&`0pz(C)^{w64KQc6ykEs@PTqG%y-eKb3$(fPA
zJO6JB&WO+wESV<n%Qa)IpcUNg1U^P45n_4QM5QW}!p7d=l7W;}8c2`M3(kO-Q|5qf
z`UO(vVf-*Q*|9Oh(<|E5)yAAX|7Ra3Qcfc>HnHua&NZ3mk*FddML%<6itk@Kv@`2G
zXvV)gN}xVp%J!^l(s#sJwqFCtRT1vUffX*9j8!W*+5XAf*Cf8&-UNmc+ex;g3W{V;
zuf;KG47=>^0!b+iDY->puMapg<ki+D^{kijz0CdVdX)op@(-z(@NVQ9yqfHi!#qAQ
z#IHYIYC9!&nie_;Rw~8Ch<R@`C(A!1fILE}M9(nr47aB$RMWYdX8wx5c%rckdq4cp
zFiH2brTpH{n=jZ046*g8R78q}eZ`G1;yWH)&wb52?F%XQo^Q#uOmV}1eWTXR6#}nh
ztKR{xi!cPQ)iSJ2Rotcnk^k~>g0N&xr22DGEhyG+3%0y;2UvGHPa$s-k?G8R1^Jv-
zMvTDrKx<{mP(^kQ`<tI2#*6_Jn)vd*uXf}AXZHe}ryp)7gaVLm2G(N5?P&i+cLhlJ
zDO^c4<QzDX#EPf1L#~7Ezp<iZ#u+uv#2%toGeT*QZpNoUFgPYq06TKVw+*~5P+xz8
zV>BLxChiJntp%OjuCHP^8{p#tq?Ix0Xx<)%M4y%u9>D6g9EA*_N3j*A9YgN>ZhJi-
zo;+jzbKBi>2xG2q>IRYl&B5OP1ry-=8nVF~C_@~E?~c3bSIBGH_Ur<tyczWGz7_0p
zX>8DSomzMO8IH*L{;iV^_;iyIz#izalSe|%tEGhdy;Izyo|y+fvkvDsNqKChnKE4#
zc{JHkU7#&cpgsAbe;Rrp5Su(9k{92O!4FV~lSUEIRH)1FWaI;W@wvN9Wi0nPY=i_H
z;+>uYdl>KQVg9`|ckm4Ideerz6Ok_n1#Jk`hY=m)Wy`aJZXi~TI@V*mS!B7LxglDl
zbZjN>V`%8i<&~Xs@)9;pr{155D(eDnB!Z!5HCg>hOJ+5nH-6SXt^1hx>k%oySmFU)
zg$P3ywA7<j*dH)9dMrBr{dXT!Fz}-`ZoCfO{tDQ2yCkW}sKG2xCgZ3Tp&`{10hga?
zeSJ9Yi`7|rZGNT%#R!=y!m5D;2HyR*fLD3oK{Qfs>2MWAL<d}W0mx-2m>Cz4A+oT!
z!{R?gQW1x6M*BGYDqVqwd|if-4Dr(f4|sVzvUXODIGJp!zUaeUaMNFr5M+KcLKT8;
zXQ2e0eEz+&lTOrT<Wqi(cMOrj_dbTBj7FSYqXPlcaP6y+&(7&USSspI%}w}Wp>+yP
zTGe;ttj<kn9!k<=MJQwhSC~d?2*UM{z2Bx=5okt0=vauU8%nG~D9&(oDg0okQ1ovR
z0b5s!7jo^1UWo&)F(lHolJH-3!3*xk?Q3k+8XH4=2?T&wi|1b=@}0qjjK;!6V%L#y
zvi()%5)nYF`$<4U%5lZv`lY~K)P7$Q&aZ+dEa$B*y{565OP-pW@@t%J+RU@1;;D{A
zHk<A5Y>sySeDlcW;ol1H<*wPLvhMma@+yPFvtN6~x4(0C{kz7lypAE?LQep_5HC-}
zTXKPp-GBZ63OfO@q#(u@gz<gxqA~_>U;4n}|NG;-k~U%k<^U!m7r_N-sCYB5?2|Xd
zzBnjzt8kHQC|nhD73S+NSZrJ`wpqD>pZ^#uFx<}jUH*|~O1^x7O7ZovZ<;AHlV^$Q
z^7!u~8FpFw2l_1Tm|<B@$u54C(~oa|6t7V~0<S~Yx3WKg&m-JEdIQt+9v1%dZM2u!
z21jpyl^)3W6Mb<HsRWyBJK31N<ZS><`QS2ll}$Qo+1}DEau)&k?c-q~gL??MzfOyY
z+ox9r6GieE{`Yr8Ij;lvQvHg@7K4>;QtSQ+&%|fN`jZ%!{^P;IlNypu5g`Vim}Efb
zuIG?sYT4B4%E4v#KZ~p>NphO3mw%dA$QX5$iIjpOQKKo@zSt(aZv3ye(5uI1WPJu^
z8(dFV^c{3ZeFtXI=y)seX>bUJ*~I(BT^sT=0m_4W%z}K)<U#PGRFp17cC&P*EcQ$G
zkLxD>w)WNFdmkn1=9kj(0xsx)9$j_)6E?vDh1KTM{#n2MqU?yxH@a?X)@|7&qbf??
zr2SJK0YW0W==ioJ@9%)i){(jiU2RiuY~ShH{io3>nCC1`1E^&c_yw2>W?o$nzfY3F
zFnA_tCVbe_2*7;jCP2;%xz^4{_sT9rzms&Qp&@7%AI}6X0Ll}H6)<<R(RjcX`-dYX
zX>x1)4f{4ib%l)?lOdmk3}MV&lTE_!K=3}<OVWIf{cVuqp&BQP3Wl6VQiUKL0JQ<_
z8H5fnve3Q9u2@SkQh1NL%}syq2A~rF?X;i@M}))!L9XC$$d+Tgen4Bb{2c(?jE_|o
z@kxxARVciVd;k0S&2WjsGX;skfG@HsWFHqJ5g-oT0EqVxO7J}bJbCeSj{6|cD0*Z9
z4LyM<0njH!S^a}ZR(R8MEdzEYUZCyb{Us2~OJ#E6ZnE+Kz~TMRYFoYE+l%G*&lL?X
z<P6Ug_Rps)F;20PTiyHm(vdOw$ES<Jub<p$DzfndTi!3HGnZ)ACh>n#3nEkaUO4u+
zXo8sYv2tf|@)pc9B5Op>Fcm3&G>g(o@hS=0;D5;=G>kxfblSkCD1EXsbIx$%$5S!3
z$mcZ`#fr1SYm>;uRnvb4X=~~z7Lh~IlIHIX$&l=#P8X}4y<FO#y1TdXSnK)5`v-+w
z_!YzZ7Z1ODru+MMW!!SFTDSh}%m=w$y?*)L>DC9?Lv%;97cGW_4t(0H(D670{-zTx
z1wi~S;dj9Svnau0tPh~Yp5C6V-4_0h`tkL5zz@RT(vx5iQzB5kfFI`P%LaEEza4mR
z=bnU@SS(@PW#~N%U4_L4r-Wu4Lo7vpS=Q_A{1+f;dLRpAZ92LA_fv@1iA>N{`F#(1
z39)_%$CUtrJV77;;Zk@8q#-!@BDV|bMzuYP$}W|W0D%Uqw)w~avI21*d;sPGgHG<V
zK%;_^f1mnqwHl7!wdQ*GE4dQ=JS5{^*!)i^KOznYnYIhsRv|Rnvwd(>r;N(zb&y|_
zL~3T2%ili7!g-2SNVmdi6s-}eHN~|jA-Dr}TH))A(;B=`w^Q#l_GKgcuuqu)Y8;g$
z1HardXZ&r}ywxML{sQ&{pEv|fWp+7EbLgxklQt2rUr>b3%((pO-0pfXSW`cHc;WK;
z{`S|G(`Tl&S2Gsat2I2HNwT|2yY+uTqXuwj*Jh}JfIn?V$6g6lSxw2c*==%KjZ(ur
z|H<0q$rf-vx>s7FFhLn}dpGvQJB_a=U2O9Y)D6bFQ(W?NI1v_4-J7eUw-Gj9Hp(hC
zV^DPISm53Jp>?=%gadSX+l8#5f;qI_<BuZK+u*zRS|Cj*BCj9xNhG0&?I#@wD83}a
zJ*@aI8mrjxJEv}JmUAN2DiLuc(hxiR>`Za>3_k%AuCLtb+zAX?J23%446ZmhLcE1t
z$6{@2$`q5-_|U2OI9GlV*7)WWUCA!rLwJe02t)ICs0{G(4v1n~B40lK_bG><u<{Gc
zuuk;z9nm>GxNA63k*by!SO@y3=rD~6(KK*zU*+brt1aG671kmebTI+fEsz5u_k-wp
zU(c<1+6V5Ttq%$+fk+%9v6WYx>*v63VLcQkk}zP<%Z|9_<Wvh-&YcB98BV<Qrb!Rc
zEs{OYDBHA~a*nxTW4Xc@pZ@(DP`_+%Xva3K95DD6gH^S+kxbqCvwCUZhq+StI@T<I
z9oAjWl#>IjZ<yBZ_=R`|kyGVgHNK7_B%DkWQcd@q;;u0UxVfHui~ek*gCTZr$0AJ?
zO)$-?y=>VQ&x7A?_e*ZU;N!WgIx_ChCc>8a75YN<#1mB7v@3)(IgsJH2`>75Icr(9
zTNc-Z*LJTCf(O}x`4(K}{wF5HF8*9n{FL8d_4q$A;l94~H4iXKwQ&Mlo3R>>3z;^Y
zZ$FnL9ax~vZR7^sl^;GW;H;R;0|VP`GUiXpQ9o#c+>$L`Ta69F^cJrl^aD8p$ay1?
zs?WJJp;$>q70XylTj7$y-2b7=zAtEi)BDvJ@_oQ{Fxz{qQJox?>D>Ur=C~E{a1^+c
zR#*TN$O8bC82=BINXP(uNb?D&5NWh;xVr=(J3s)d?cX{S9rIl<m><(w2E~G&AfQrK
z5csM1+sC*P{0hrN>2UNJgc7e=nydj7F8yYiNC*r4clDz1%1m=OJU<nd1+-Oa`L@LH
zG+YxYgP7HmkZ#b$&w%_~+3l|6c$NVQVrjUs24edPYd>+;8*?_AayA)q3R^!FwEdjI
zD;T+bwluE0`0uCdo^#FKAAYOx$1i)Ok~{R3M2USzTb`EXevcmwCv^mqG0>#S0w^l3
zym)>kFj*uGi{FhZKKa_}i6$+xqj0$azE_1>%vqK6ro!BeJsc&pu-q&c;WtM>Az_)t
zw%keYgA{)0wRi57(hpKSFI?`;v>x~T#tfBkt+2UK`1%~kF*ESIO(y`I=xt1l|K?}^
zSiQ`PbB$p0Un;FUW`gx+FsFu^Qx4DcrG{&G0LGnV7%Lb*7cMu%QsU%tza(qoan&;g
z^Y^A?2DFq9Do`mCT15lI#FrECnFA3D&UXG{&4UN~PaQ6(|9UKsZ)|^Acb$9sak9a#
zsIJ@Uuxj&SOBZ@=SmR4RZR>SC`G|B98Qsw=m#+k1J4$*l%V*ul5UdWzc&jit$(zqo
zk^nwpEJz$uJ2`>6tPF^Z=qMdvjrQ3dlt1WK+7rlwtecVPj0G24N>#@jd7Or@SWd)<
z9==U=$SrovDRs#!am}-L$g}^PXYXWg^TphzvwAQE_dgdH=mhe>V?OD&77B#FaSRB(
zmt%zw1S>j#Bb@e5!q8L+)p2s5Hh2078hDFz3Ii%Qih*QUq9-&rlQeZzC0X%VO}xG(
zSM#LWi5dHULWm6QHiRe+K1dCk4#HLAO_rl3i}Z}<M2Jt5#+>5yy!KfTUxfgHWCD6e
zMYn%yHqQ=sivYMnnDbdpLhC;spL;T1tw}mpJ62l-3f-Yjx8-91R8i8x`|ueKs+BC3
zf@ohT{n)1iHXw)oFMVg`iD9%)naAMH?dglfs!xx4h6#zm;6&U)%I>gJmH26u?{!1(
zsP*$X8-et)l8j9*6)|F8$GjSU8F<jw)QI!f40~83<K@oTjPHBF$VJ{$t8tD$gC=Fw
z5zVvwCswx|Dsx>1HjKAM{nKaMSt|TdqVs~E?c0}2s_vGQ&pltwy1V?oh|^C*3eKwD
z=-aN;3t|X>q86Y;eUNcrX!ot6twKau#D|Z+J>?fO^D7-pe(6{IirGfo=SaZqfK6E8
z;jMg}5C-U8>-0kZTADw+RmwRMgzNrbZ-BlDL1wfPw(@|!GVv=1)QTx<>r9qPC6E2u
zZ`}uxV8Lz=I_KE>^kDU=3~n;=hmRU3$;}U3-h5_q)Xyj|3`CYuDXUD1tsJW4tz5uR
z0f3QZOY5m@whum`{R4}DDDuV`2_$YC%Zv6D@J#p;#!z$^L)(}gV1<Ktn~3y*aR$_Y
zYhyg#_BfL(S(*>Lj90MZm`+s3^mG2!7CYBf%VF0Prm4{zx+j6wzO3|pLttUbLI3>5
zgGjn!yR8^hsO*+2`MMBrqc#usc=*7nMnZD4u|B(9rb-iuQmJ^vm`qQmFsfFpCw&w(
zqO92NI6)#4eO$eZKrwn`E%qTZLeAV1$9nieWEq?6)OY<FM7C9H(o4D5tJ^Uh|9eC}
zFUs%d9<OsE2uO%!@Fjn+pQl!|xpEbu+fMW=sut@}iESlv3g1~e&0Dn7Oi11JbA%Ea
zPKO$2rdJaV{>UEx?+rOz+LP2HNYxB)$r3cG<QFkea}58#FN(fsb$k@e4cQjuE0b~&
z|3^_%?SHHMj39e@w;R<Q&neJWCzWL!GrYpZ^d;{F3b$!B2Aj>9%@KT;7(ei_!hr2S
zF7W`<+%~=veCjd!z$<e^<=MGe+$yZ2%8qtC_C@SJt{L0oe@~}%D8D`$O8fAH2rVLz
zR2JuzlC`mi{4A#7VV>81(G;ehG2FCwW-!P~)7yNtd1Z`bE{e`)VOevZ(XVU&e(_{q
z(7=8D2&<`ABY1X~{-^sat$gvCZ>mPFkmMOXap{x8ce&*%ls5*|)Mzsi<i}FGmfI%v
za4CPI48aBi7fS`HQF;{2;l6(&LEA(SFOYCRVeW4LoVev-A2N*-GeQWBF%sXE_5c~@
z2vU_hUyIvHliMygu@W#0g&?<OPIxkjcBUzXy(8p*sIr%s#R|MA&{ai;M|>pfXzp1o
z>lMqtD8Z)lG-d<&IkG1_(HQ?nXON(vpIy0gZ-&>;Vft_2C<)-VeE>mreC%%wn3&Sg
zc(a{^&Cqig^Nj%uekP0~WGd#Dj6^2(yBsyanwBX{x)tur>m9aFNz^7@&ddCl8qY{H
zT$&TAA^~D<xOo1fV1x2Sw9m02CIdKLC|v}Y;rMR`r&j(=wR1JU)bh0B#13eFozZj}
z)%2ubg-0A}5OzQJKZsuZDxOv|99^#gVd5Q|vQmHZDikjnW#?kUQ1LhPgPI}_cOEUB
z2I+zxI6|)vAhpf&|3~}DsTO3ZrDV{lYYHmu2ue{cQ)>$Gz9;D>q<o)#@AUE48bAGe
zg90}xeBFrbS1+xtl7lLqyb2I7&sskc0=S7{Hpgk4TsSxlX9T3M9TSR6*ntQzb`ZT5
zLh?H)qd3J%%F4DE-z)o%(BnvgkzQJI&O~dn{#cHf@74_={^O{W<Q9mkm4#ja9oW<J
z56|O8`;exZ<BE`2o3y^>oMU_9IUnsi&k~$JkQbpIwBF2;5)MP@PmMoN=Ey@5|BFd0
zQ7}EGNemt_hGOc8bX=tX7*$K+Gma8qnw^F=i86D3ZOvRa>#r~|Ie5}b@L<Obif)UY
zGOc04v>xm}b8u}3T(iJ;0t&VUgp{PC&-SldM9G8?{3%3OZ;Y~Dm312*_6^z%57`XL
z*#{Bq{U@9ZxXDKS1tc?ob`teN*avnmb596wQ^Mw3=%`XCAjEyi-d&yDQJvFOmDlN-
z&HmZ!@fUOUtIh25joizh<AkSUMBJ8AlM^fGcuL*Ad@*-26p?IS0H4b@K9>|O+eXDU
zgbfprqG0lqlm$9;o-!1%P&&|fSnPEO$c}tLM%0@RIR?bu$KUG5T&v12uBi8qzStw$
zxbEh(Vdp$xm(b3bmFED%$$bO_msH)#%eUilSNjLqv~?89suPflYS&uk{{$BPEnQ5^
z@0T<#=z8Rp9ooU<#3vSx%JA?(Gve*-zHb&Ek-c1mNfY`(u7X-bU4unkgOXeAAg`9_
z&*$%-<6IxxBFCrhzD?ckHt(0*HsozqlooO^CVZdkLs&i`z`>Iv6MrH86J&P;h&|ns
z4*X-$EHa5w1e;eM>xdYIi1ufWHq8&K0Cu-pgw7PE{^e87eviUpOcGh>f=~emNs!Rm
zN5xHV>q`mUA*SH#kh!nLBVRH*9RCh@RcCHXzFLL7E-J%33~oVHw>wu9U3^iQTWGqx
z#Y=$%|9up7F3PZX=becSt^!UU@}_y-bEmcAex-IEfhcsP+4;ugD4p&b<n)VE&$FI!
zrS>R(iiIU!H==Nar`Y6Or(Ab}Zz8GKH}hF*m6zHN3wVUy`=f$WIwJ>_mtg}f2r^T7
z6j6UB!474vVB?p%Wc{~As%TQJA8ItY+6A9qmgGH1^h|#xH;qfy^PI+7I6+yqJg9p7
z>3Co{5xEqRx2%*Gt>wGLG~7gOP>ScDp|Fp~W<P}{pMhU1fnSd1cs+x~nY?!$>|^v{
zh`(HjHK!Jlx1@(XKD9K)@{e13TYXphZ3;3XlTJe)WT@d!2|V$4-`8JM>*oQUUzB9X
z8*wz=>ADqfggA!_(v9aeA>;nuV?0~)6(T_h?br4+_|4{c&&k+uG$r^&R^<2PPU~(B
zrT*>!{bRhjB?&u^DP;Ug91JIf^kwDQZz<JM%rT98a`aHn@8?iQF{UaR)cWGSsq@b1
z1!*-UF`i+y5$C^3pR31q6Z5=3$#y|nh)13@?4EoK^FN>@{d+?~2$n?}r&;Wp^LHqM
z$H20a!OZf+w&#n|T@h+MI&p$L<Aoeue6JpDl7V`@%qjLm|Fc$P%FW=dn7@+;^*`Kw
z)|upp!hofUa>lskzKG!#M9RxneMJikl574dtOsWrbjsPWO0!np)83elT3Y7^c7-$4
zGyL=p|13iCZskvSQR0|&#*<fekClGtn+SaM_q1?~7C0OjyKUXtiaJS%Mid-#t$2?-
zf9>oeO0nnX5Kc88Q#spEH#a&S8ZPDb{&J_sxs~0W8B?SV+Dbs#gjtT#c+q^r9;}af
zQmmEfJ$KYzABH~x%)^1^?B;RtJXfgsz;&YLg1J!^DJ&QFMtak#{?DVB6N|xN_lAdm
zoB~%A2Ms_F*AMTcGgd?YBzr)cYR!n{clyKMW_aE$(73WoJj$97NAa_L#V^}zS>$tn
zd6_y2@ozZ%49nGXc6jX}vSnEP8}09kd3%+jVh~wQbI*dxSR#n}d*Yvl8-j8H)r-V`
zUv{+hXk#xFrkN$JYva}^lry+dhbX^V=ic_yfBLb<TJz(s3#vzFWrC?Zfg@CHhQta<
z3=&W3Ei@nUZA&%G{jmra)Sh`<ASk`H>u)29NHJj3QY<lE51Om0y-G5s7qUHB3r<d~
zq=S8+pBHjGh`k~5rsj5`Zs<1TqS<@d(QLN&<0{M1<vvBCX_fXu+`icndE>8BaDV``
zXUS*1W{fZVPspHfsk)MZ0sJ6D{@w8vtvUz+p3i$(Rx3&^V7g-&*hMkd8JtmxvRU+~
z(`LUei;vV4C0rt|!_6?}c+|TPT1yc(M^&9ZCZQB@^qx(WT|4=hE6fNYwb7IM;Usl*
zE$i$oZzB;a&1Y#t9J}-G8Qv&9NLUELmu_akEwiT?@j60cUFydyb#5eBL$+{&R1*i0
zkLxYo%A<MiMDq>c7pPPU;+QZ5fvX1V>R-9cerr4ypwZ6`<Is|MS4caNPs^WA>yhuO
zQ;>7;6#LuCC+tzCiR=!_@v%{fuw|pLS)8y-(POXR$Idm6t<xTxH&1%1n)@bPu@KG?
z5q1;%@5Q&?#bhiOXKVvTi_DDkKN;w-jML<%T~e<L?V#B*@{1*Udb|4!_C}bM(t?eq
zf&(TJ-_b)B{5M+_4yH@Nu6NMIJLb$Sc6<O+lneq;NCXZTH-Zki>`Md^Lfud^8vrq^
z*|LAY9Y--f>c9Wob09YU)rWr_R!ULhTLSTiHX>v%4M{R@2|@z_eXbOKCcG(X8~ys8
zOh?P)$x~3oF~nBoZ3|!y0%<@w@Vgq1yF@4-VxekhO41h>A%$gaT+QIJT6+C2Yz^n?
zZp3opo;Dz2@D{QEUH;-t>T7$1ocQ*i8q0Bkd=0p1Z?tfR3gcX_v;ZI1-j12pgh<W=
zGc(|IVB+P_i0q3l7|RQ^)Mx`_N@VxQGU$r(!C@~{<5M#~PXlR*tII^<aL;8D&!gU9
zVM$4%$H_OJ3W&qhO-wk#UL_m1;PWuOd{ey=J^8#dQe|apl|S-l9qPW5nvvuqrJK;S
zNToFbK{A?SEN8+R363Nx&JLOmCKH7xfs>f5B%zTbV@}1AT?nut-sS@o!BZj9)=`Sp
zgZb8mVc%GqM%mll3R4zl&mV4fyyum_mAe<zRdq*LSrKC4qUJsZEAoofmtl&C^-6Jx
z^kSBzt}jH3*5sz-ATQ7d{7Qe?cRuZ!7L51FW*G^iqbUgSC~HodeO?(wJQ5eEvWr=)
z6cy$C)VkWi*8k_7>>Oaz<9mVQoj=rX-BZIavVZW*Jg<Ld!^x#J4-i>;KwikEjgKCE
zrVvc=e>N38_X=!qaNT%K>jV3H<|OP~F<Zf>!#A!wrXgn8t5hKW?Flh??+LlQ<Ar?r
zMd<UM_ZTA=FVG)Cn{UKL3{=_zY;QbbGj(H)bv|I2N?F7np@LKQS=$g~I9Nkvh5<#!
z>g>q%yvP~#u7lpS%XngsU3%GF9obo7_Dz`H4#UR>KY!bPF|%<rv*|>)^P6{lG4G-<
z?^4#@v;#t)v?ujlFJA*p6&P#iT{eyOc6=lOkBrxeO58xI+KId~Lg-r})OK)u38Fs;
z>h3iG*)sA{D;v41T&b}|+-7Mt3CJ0>YZvW*H4Co<zFOHCVQ^WXRX{#GNhX8?OihZ%
zYz*HkY9^gDKoWguPw^!T`Qk{l9K5nA!opn>tZPSJGyl*EV>fbk;Ip;Y)K&JC0YGHy
zCpA2(>Nm%S3i}Ue(g2}>#WSHPP0#8KAl4AKN8?waQ)<4$L#_%&?(#>^20VsSJX&HJ
zmlErSlgp=Ko92G~<sy0si*+?+vmJgro9b(0{^|4?5Yc-uNI(o8K&)>)a$09}!NnRP
zKCFs<e0S_<b`rSzN3n`Vd$*{Rf70`?;I^>p<R`_jYs#QNy{`RL^}?P#l6U&VqIR#>
z;;Q0gam)Iq$zTfGe&Y+{Cqvgd9tSH)A#5Jqc#khvC`qaCQ@oz#MH$|;EV$g&OrCp-
zEZ+SChakj{Nr&r7gT`%NbtiLD`~y58&*rsP7S-0L*DFh_esnuI5&n50qM?y|Z<Q-c
zo9?M@*mdx+o4;LP(1!t4wRldwoEQ132UGbRRbi8=Wax}X1;P%Vbl`pXH^u~gMc<5<
z{L;=6<Bz}5vAE}(_;nJbj*~v|eaGhaK8x~}#69^+i0N?vrqg3XU;=0+q2wu4Kr=Cv
zhx7|yYy4JJ!+1WvA=c}e%NsnWwbLvX?7Cd!C~hjxvUrjB?q*$>r$La--O;d{bsEn^
zn{4sN0XZdTrJeQrCq}`WgtE2Hxl#MNw2+#tN*u|a@p+YK{SHmCFd78>+<-(XMczJJ
zOQ)dxBsJui@`~74Ljf(t%iuUjcjHw`{*_W9v$}=RAIV0);*cPr9@50mNfz7_{jZzd
zeP$ieJ3KlVZk=-esYB|?$$hEh#~=d~WM_Vk?V)%VlLMi_70>LmMxsh_mQ<IMG+Lex
zxze0ygaSG5h>;ub<FC(lD&or79+YwkzqHGm%8`j0zMJ3sA$~>M2g#}OD<VAo#Xh&e
zBN3~eAx>vTR5|ZI+@dXiw(|4egp-QiLy5e)`M4q36RJ?YA8`9(T>9^>X>AL?YkR}T
zeCyS`^}U>;-j>REhmVbPKUui<5Z(|QPI3H~198^HPJQ-kX^-94dwcJb^i|gUOH`K(
zCsULAWlw=t|IRs1>wIXo^fV>-EA-1nk{6$hGhGLpLX9G%JyOz1^6254?>=W)zq+;h
zRdBCoJO4gC89(W4P5tEsz3frF1f<7KG-yG67xi+&KK@m6;{1?T2Sg6gn2;&*`Sn15
zGe$@7n#24b)*N_zpr9hnSSDw;QUupKzNYM+BrmVi;3w?Vc5qcB-GEB`E|Y7pUe+?#
zy@E6co&7h<yiP^GT$yKj?!sI@6q~>CFrTn=sL61^`=jt^U;7*!SH!?~o9$hp#xJ{d
zt6aOPQEJb0m=czD?)UM7y-!$ZnM^HwT9-!K#tFwjCNCCTP@8x1SEFug23?{`yXr*D
z{7n?+C=)A;!PU0xq~+G+dyViC;Tnbi^14+0TWEOmSnaBC8Tp=8a(1dm$1C4JXlfAQ
zEl0c&<j=>ReYWiH^)2`KOA~D<mFKrul+`+yn{3AVpqx^)2Li+HDS4x-4lo*$`Ty3v
z-*<N+{2H><hB)T=!j2M~&(GOv=MtBgkVW42^4H$<-v}aP>X<6&haQ9}`|$;6b*+(x
zT+z(4IGbyT(){$$a1e<_U%5VV99*%xXSIeMUi{!z6Jv9$6Vc`H0yk?UamKhe(Kboq
zQ!X!`^QXs2WG1mm(Tw!D9*e#nkhG+;#pa7ITCa-!8JjzmHeQZd^{TtJKHDxVL;e)l
z#zD8xR0r1B_^R%7BQpBJtm@8Z+_dv5cmiPC1YB;WKW446X%mIQr!Ag@`oWIFD%JBO
zRpjZZIkVmd_7Z6|z5NK6T5s1O^p1Wa&>OF7+Bap|cksfjTu<wncDo7YOI@`>X;A_L
z{l=Rp(Qck$+t{s|9@5zj>%Z%o;0UA6+~=K%@&v1}%>)?{EjEt{v)fl2M6WhkboLxe
z?&3>Ni-#QbwaNYPzLUFX14-}^Ljq3o0?wi}-<n(_e6PN>LcS@%0LS(NoudbB2KQ%S
z+aix1{JoFCRTL*P#26imyawUIJ5+>N3=vzA!2Ky=DozoBWrBRBd5mSZC+Q(-Ap<)d
zPx<XM(+;3Z3^$K@K4E<i(g@@hai7vVg<KHBywkmhJbQR))^U)LwP4zBJwGuF7SidO
zOt;P$*84IN>$ug=F+?~_r(M2&E&O5PAq}HTOc>l#L9{balhnaW5W{fIRD;!RL#(@s
z^&fdAFV+28Di5Fx33j)=I@7`Nt&N*ImsdV+e~9&X)1v&#ew(3mckkJbb-I<Z#lCpq
zzS?)5LPhh5&b7h=slt-RzClL7lBx&OEWO|)N$Eoi%h**tWQCLQCk-)=C$A?n*U>-x
z)cEjA4)vQ6mhT$%<!<&0rCnhBFE&Oz3cu2dL9N2~ZDx0)fjs(faaG}aU~ko48U>-Q
zzI7*pAIya(f4;@15@i}G`*3C7@+&mZm#~j$x0*bw{7PRPoZ#-}`NM`p{7|qSPeGck
zKtld!JHjGF)nBKqJ*Wzf<16lWuo{%+N+{#{e61BC$PvVf^{ED1RuKt`KNopfaDT@=
zfAPuXalocr!=tD}MH6fQW3fz=KfpanlB^CNbfG}z+SFISvgZJv>YUo|QC{Yq=p}ol
z^O)kfpudG6bWU1)T(UZj9qq4NI?_)~=tgi3eiRt&{iud9Ks=fq>EcwSmhog{TY&zo
zdZX-#Zu4l9ne|7<&|zcSf<h1~qdudlx!iGNgZ@jsZ27mk1(RoV(*bj08z*l)8u|2>
ziiZ(fXT!Ii6^{fgB*dj7PW~2_>vUVV02sGa!lXn!n=v2cegAEVnOEYNzO#H8Fi#rt
z^BzLM(LV6w_Q}Js60x3YT<i$ZyXul=8{KTr+jRHt=p2h_9nmmUu=)VvM{dy|->bwK
z`hGp~RT%9acRf9KJ;Pu<1Gk3{(g9G}n#~<mGdi&Rx3pAC+07Z%+=a|}PuLOxH8OBc
z<-f$B6`&Njp={T$`NlYXQymHondMUQ5uflS!T-<OG`bqFeeeIUbk<=_zwg_pH*%u{
zsSQC=1w@e^4bmw{my~qp#z5jjNr-~9C?E|I(v5T~Dbgj~HMZyN_xJqgp$8tq;qLpo
z&+9y2XZ^hCL2Z!q-{X+Ey|#H~Omo{dU>$ZZIy+LCKQ_9VJWAMP`DX>KffC`f%h0Wq
z@P4Mkk0a_+fM@&-lwP>CuDcj)K*C|Iri?^ERf3n!(#N*GmW~Cuas7kv|MmrX0h*cL
zAJ&~qZ%$0V_KtGW80c2x;Ed$Y-g(=?cFV$Y1HEtC?B77CpZ-!tem#a>{d=MZrJ~c8
z5_+%2%xt6$G`b+?)i#!O6E=0#v_xokqY?etkze|zMP8-^*bY*Rd{>6_w2ADf1Uv4g
zOd}2Da8oJ~Tv&K}(wcBX7%Fr6fbv4>?jA~7`f%NLZD+f~%|5Cv2X^J*v0G@iia1EW
ztY}GTn@5~A5l&j-eB7@$!zU4}nb_s_Q@@+Sw%KQA>)HMGP2BJAD8q&*7qb$ACC4xR
zs7#wAolggulzWp1yt%bE5yUM4y}*I?sWt_jBS1Z2H=?v^6Canm_(`Y2u!QVg49lT^
zD9qL~RXy)rM|&<oCdCilF?oh!9c#U<r(}d8Eym?tk>386rR+BuraxsL>3y+G+p$rM
zXY|QepqiMo>0}Z(g>ujgvmc>!ScvDV+^NA^pN{SrSjT~S;(E6H+1tiK?q^r3htT?E
zbfT5K2eLXKUjx7dG`i1zqPZoAXn)F<kB>!;R3>8xKmI+m^Z44PNGnH$gHLwq$Jnub
z2SuaW-+Rj^`XWah24B<Z<Z$nq^+|DZ3zOa&0&$yU^Z|bVFo#rAZe7bv{g!#E0)d>%
z``gSeMCE2&x?RTusxog<2C2R*>Ho&tn^(9M#-0JS^8^g4t=)&1m=pn5wtkP}%{O7|
zzI2~6X^Si9%4;VO{RD@JGc!qn_+-BYzSgfK@cnJMd!xOyXKJB(D{7ZNXjI+*_kKXU
zdFg5aiyz%@Eak$sSDOs%WD3);srA=LT*$pFjrD`WYUlI#fv~<?yT5GwfeRGDef;)Z
z<YCf@`zPb~NGe7*TNDXF1G)Y^I<?Q~A6#q3xRM|~YbK+2x%HI47Tgt^AFTUqtbA?J
zyQlW~mP^;8^Nce4E&68MwXU-^=l8n*aLj&F8o{!Uby2<SPJHF#(F-M637Q0nHJz8$
zPup>MOOlSQ^qd^8-Dr>E7tL|$!^u%GYPF;P{d$uRl0LE?{q2)qq4H6_u7bIQ2&tFz
zgD<m)Eqq)2I|$=S6v<dq+i^<}6sMLU(Ke8~$n|Twhp~yce`M<?9sT1)2WZ&EB}o}^
z(pU;dXQ84(&NKEs1`BcGir78o=0L6GAyO<6cj(ZYm!nq7n@^%rw{i-{H@o@xk2JZi
zCwNiGnja^bF1E*EwSlt2n@?Ou+Qz02>F&LF=`os;Wi#N`fQ(omz4LDC>3#avHkn_t
z7kr$<Lzxzd99R?Gh0@rSuN+~pu`v2TXBH_$LfzhBGO@0m-SpO2@zXP~a4=<SsbNW+
zszHKWDmUS=tO1W+S<=_30RWMc7!q2^kc+`P?6OO@j#aNRD3HN~tH0#ZOMm5*p{~a}
zJ=J$c=^3u(dfM+5e%zec3?Cvz3n`pHzQyd34}3B!PHy>IO~^E9Rd$s&5-8_}D65cs
zUDRk<)ap>$lB|b%Sa_sVz7ubHQD%Cu$AW88d6&D*VRORW`+hXe<$_|*f>E4}Nt_f{
z>AV%-v`hT&c2{Wa&$|Sb63CLuVt~suNA?OIjt-U~?nUN6jLA}PW_UteD$W0Gw^<&e
zBVl$gFZ0~@Er>0@S+*&dV0Q&(zQc*S#JWY(ZVaVuDD;F*1jN-zh~+GaR@|=iEE(Ul
zgNg2xhNiLd+#|sUu6ArF4_LbfkNJw#S~3zf!mgwTZ3suKQOSTQ#!&v*i)VB%H&ZZF
zZ)Dc$5hHFvY17w==7TM!(P7jW(H}VU_>D;Pzk7XWr+n-6$ZOWZC+8eagUDLP4~@>|
z29Lka34NLq$(@@ZrhyJn4iESs*O}_8b7hkZ`2oTvu+|w%e>F#w9$2E@pi{u}F2B$-
z{?M|VLMo*^HE)l138qiBJHr=2!=Wql+=`<tR8oW|{C?m}x}1qVUqklenNeaNuhT>c
zs!#ZDuLv-3!@f1obkj%**b#%yEY+KI&cqjYZ!|5esbw%0{`hFe)iFk5e$t;(tSupg
z{3p?<T#j&e?}q>eOqU&t76NQ>4Uwm?qNh&Px*BcOqHjbocnU;h>3N3R|4{?g9Z=aF
zML0Xy-<0Wexr!YsN7d_^&*>lMYXWZ-qw>%cVi)?s!5F=rkhFiDW~{cn0X~8hrNrSs
zR6%7w!iAoMNlJ>zyP(<a!4H&U!cgIHN_U;y6|y9~4~op-dGsx&j)}bSjA%igcO-O_
zcy&3Jv}CosPw$|{*7#~(*G4`RyXuM9dB7|pW<Eb<q{~z}*J<#}thTm=l9IZRw&Nc%
z7J!d<1@$gulfLyE*vUA*vJXbTL_wWLU};Bz1*Y+|l(nm80R7}EV|gb=9=Q0qKB9QG
zpE6v0j0sei2pp)tc;_Oolmx`nfyMq86Ex6nZ<QNt(yeeA#mX`DNyp^KNU{G-zH@PL
zaO1!eJ(pfgctGA%^|wFOO&yJe9o2>7)%D|z(~b+9HG72E4q{CBEgZP%B^bN@(R5xR
z_KQXLNw9gx@0yNlet7hn_>36({ILjO*Y*+ugBAAH3mW+~d<<n(@*1##Mav{asSX}A
z*yTNu>6^W5E%6Y)#^8%U0*lk9QjB0JCa0H7u0fBPkm6I=;O13gICLh|%MuD!m-Y@3
z`*mg=69&uH@RcUc_!}&~aO+%fab=1-0X|2tY(h+>;H5XxJ-~PANFCSp_0J8hRL)z!
z1=fQ`;i;p3m75>(E-)qIKL>7s_0JA9>v6t?7cZJN?J}6X`COkoGbNugJO5>>0DN=K
zEoa_k>-zCmwyE212>*E=@s9IOi)v5PYEMPw;DAHXv)4+((9ENC%A>0FTGeLH$FGao
ze7Y?3V$Tj2RHgxol!y7%AtxfB(M>IT78Kr6EW1d_-%XNp7v9adp0#$v$s{*BP+J!4
z8tJhXWtNZFyNe4rxE#IVLj6HpouGLubEwp@?v}?lw|a~F8P|aaYq1NoT7K~ebH-b1
z*R7G$cI8!|NpELL=2A&(aD8OysuHIjdjViF;MhDn!&IC18?erKV6M{!qEO8=;a0Iq
z-!#hxKogqfc&EzoOQ4$57$#zZe#>kdnS$;D!6JI4r-8)bRuLOJf;bsUek0&V+CsMk
zx+J~FBPyFk)4`T@(Cm#x8ze5Nv!*+8DoQV<+y4Gs?Ic#!G>fangcBhX+uM>E!+w1q
zRj$CGnK__>EYaam7P;{H$i#OnM3*#iqJsNNyezH`pBuj1kPXS#$c7d!0>I8c<y<})
z=_8U+Sxn>KxW?6D{~*W;I(GG6R0_!s&-zaaS3Oy!r?+~X`z*m6xE?NpkI}!+y7<%Q
zqtzE?GkY`TJ*Pn3tsLJ&?${!FZW)ls=VFC9KNoxNn%}`e3)yTKs74hPndNpN`7KX+
zTz(TVu=h_Ns%M{_&-AMmyHUG%r;k#FaNo;D{=74$3UBI;;eYgk^%Z>B+bX6o>RnlG
z#3yOAo8&=fnaKkN-lnaX+eE_=^*co5@DdDRv8(>z*BYt;+)<k1K{F@og9i~X&x#Cv
zw-oG$Z7#0e1ft=X>FBL0QT|nd5YKUbyJdOvZ!v$%1H!==2Aa@<yI~5)n-togF@dsP
z?3aQ`_cZv!!)$H$T&9HY@%%AdaVZX=S~TDp%`>_0wj|%fCWW=zZ#-3`-64DIXEsiA
zSr)=r;{GX+!fJb2;IN6h=2K6}%l+pH#iBOY9DNIh1q-VS+H*cpflfBa;%Smeo4!Ru
zSCLAvR)Z>sq5Xg$2U;YnL)X1|rj^}Xl-E@5np+gVa|F$rCA@(+HGLLe2P-M9mM-|5
zvhk!h1WUy=F9ts0cX(mDU{amG<ja&UUBDF9USX+7ykId#;&$X6v2URAQMebe)mJTS
zoOK8AkFo+BR!MTw3<5D#gKX1u0X={h-3Ll{YKcpP6l-|Wzi9y$+o3S?*bapLAfU9P
z`i|~l|5Y%)7GHlIM85-~V~)mly|d<DhWVDLo_`&ravFGRiCyMAgpe%3ST-pQ7~-FP
z@cLW6@x*l0hXChJ3y@x8P?uvf7@<Q*WL;A`0(f0BHh#x+33nqXf?p|M2;a0@a>8e1
z7#lbc;UWZ7^hc;;M=X0z7hr&j4NK?2TJ7fmJ;Ni^$IH`Uvlirbmyvm3X#!arh!?Jp
zVGiMVy!-*vV39QZ_*@N3!Ke+T11CMZecQa<#*uL?kq1BK!iBAP%d}I`)e-6dq~f&%
z9J?RI?nN{T&yhS%MjJz@4Xpuys=z4>1eW*IuB<u{mZZ@e5@H=%UKkit%K?+A+ct2V
zOq)$koBn)}H9qsUq!eVZ(NcV@XwY9%?4aK8@KbP^azlezRi0wiqg<m^9l9q2Cp&9K
z1abx3G|(@PhketXQq-$nP@!kn8y+`M6J6zBf@T;<G>GoMHmYZVnB?}yU4hayDY>HT
zeXJ@5LV3Z!P1X%_S7%RGM_+-K;7|zKmF3fox?M8-`|Vp}0{SQx&eq;XOnN+>e7N@g
z@xv>SZrwy8V&U1!e%9Aoy8UDG04%<S+}6a>XmuY?*TTo{aVu}t`+^XqhQ}ZtFil7#
zGmb!Hy5@1MY+k<}kaUYP@gi59F0Xf)(`|8yDk*L5cXg}yx?Ntf)3pNOz(e@AtaeM9
z=fb%pv!7S^&245J-Pqrv8)Tr)($KWCz=DPNl=xcOvtO$|3F99JlK5^ayTo~V5vTXC
z=x`ZJGJ-ykb;v7|FP9+DFhW0L(`n@h5-RiE8MN^35{L!@$v$!*9<BKuN&wU~`Lo*d
zV$pyxz?_7XcnD$YLPGRuS)3>ptaA+nMlTspAb!+1Xt3ZI#vySXmd#G|>6X}tjsO5Q
zexSpQ9XVI8ZrlE#wFR1Xq_Xw{MCL(40@<U=*~8(NT}vqq;1w9)4&4HRs}~DZ<)cc}
zxWjSnc~H{(i|dTVZPM0-byP`LknnCm{xET3@7YFVNgC?=l5ghgnw+ooS;e)Pr6M^+
zk6HcR!Af`}ocP78d+d0{>>f(EhVw9POj3c-Iv%YB$8u)B)+6U$mtRk}jAS53_qcFP
z4?7^8!!Vy3Jc1)fzxk{`=c6|g2g;2w%CiRm+xzZLkhIX@`p@=h;Uu>Wk~R}YEON8&
zZPO1ZL6sW;G&<*8ivV-Div924LJQgCcAU|YVzHMM+#0mfKT@R(I5sdV-@c+DKLQu;
z?l+4;TmR5D{-hS2-jJZ}#Dq5?Eu;Vw)hX=76=-BbpX(I%8HOwb(&E{FQePn9>T`U!
zM7%wCoEE-bK2g8?C6k6I_zH9?aNailK_+L6P9X+N6otx-Xr8zSi&jy4awQ}Eavk8u
ze_2XM!@d74{Y{O9pcB9CRbh1)PIrg>)L9|ewfDyD=WVU!7nOG?Xz9A{1$JAVfcQjd
zd$-~k61EaE*zjtP{Iv1q1i8nAW?wm%;uSYWZRyk32hOS$;xX7~*X9NfTqbzmo-LMc
zMz_*ZYvFBseacjAOwiTx3cJs%lIkuiv*fuFVm5$nNJgxs3Qxw89mn2awhBdv2H~et
z5-4?QQ9gspEeYN_*2}zH-%pv`62xgvACm^hdlyjs=R#gOqR>5q>I?S9ni)IOd-NYt
zj||5wzhU1`mlA2n2u8P~I?yRV6J1uhf=QzDh|WvegEiVK<9n@Dau20;_LJN}sZKex
z3pF-RpX)yTekcaEKCj?6Ur29q^(MuTAd<@8`IkjLBTtr2twaiMFF!x?39FJwU+iVn
zTS=v9B%-J-3J$%qI>SGRNR)nWcr$zGva9p`RMh>kgt+}gggYutY5wgxW+h9VL@yh7
zwlQ9$|K;-Oeu8g>)HxPCH(7^WN)+0<e-4WLFo@tG#c3yU;w*cvAwc{{{0c+Z-G+x{
z|1`sxf*MPE>sW;)97dQ5{xlT<Lf${F#DR|-Rvs{m0XpY4Lg62BAH4ztV-7<`1ktd{
z%dSJMHz=U=z~d^abGD6P1e*`=P3dsjqBm;n?GRlIAy`(B5Bh`vKS{tJtYD0hM>YcJ
zoPY&^PiL^>&Rm>3f<eym$s#efqYubLxoz!K?7S9mEE#d)ODHLe(%%UAdz@7~ao2#F
z44oHD8PTro>}*g9;RDi80mv4~dZp~uMCM%p1EF3p%dUs^>=Os0Wlta^=@gvsXe{BI
z7g2T@j=;ZMCKnNdS~{n=OiSkkyW*~f_1vd(#!P(2jgnFDCN-YNPm#ts`8WXP8GT9E
z><OHxaEi~1BT1qDU(R3-SXtFgDA!-_3vf7?Nm*3y!d9u?Fasqc)-ziunf`G#Ply_z
z333bo&{+I*x!BKaGKaFS^g}D(P5@PBSz!)0tI8p=7+G$;O`cj}r&}fY{qwM=1(X?l
z7W2l2`nyjvO!!!{e0<<o!6k1h^kw+8#PSJR<K79u6`qLVQWRc01l<5{hgd?1yM$ML
zHN|$gn2WjLKx-WUPD+PgDz<&88I{`x5|g38w_Qo5;5I8VS66*VNYp0i0(%T}0@GDp
zLsDO*BzP+Qt8la{#aZT^!9;1Gnh)@SpO!i%mV*%qJ%kj7q7H#)rs_Z11~?JQ7)M0Z
zgTOPx1M>M8c>n-y9)t3i{M{%S#t8=ls79H@GzI}KozOUY+C43x=|<f<^kLVI?R3i5
z{X*duE&H3CVa4n)pas^^ZV7;>ri56ipZ;b(XceA1+jjWzgJT&IHTUOjP4oOT##d{p
z>=AC*_aMXSVyEoU(v$M1zbr_9nw`GL@e>;nnbDelsWoM!sh>fO(SGUMZ5}vd95xgN
z#9d|vv}T42`O55zcfsf)AJgKBhQFn4%Z|Zao2~SxEv#hC(^IFiL11>MSy|3m&B7ib
zY4ivveBo_m(0k>eoP-OhoLvyn3jZ4!ig9rF*4v<7)NcvwYAb0a>|7(b-ftzNh1Oy(
z-M=abvt2Gkhp|Rp{ux>-Ou0RHd)_Sd^T-Z0Ut7KryNCT&_GfZ9+Xl%!fhww)eYuzR
zwdSqSP|KJ5F7x$QK%U)1dIMJTvDV2T`#U!Lg(?nT$Y-s}`%@9*qnyzT@D3t0jxae?
z<&Sv*me3n4`2Dk^BR^t^RjA)VR)v~iCslTrJI>{E#>QH8oHgkYaK#sp&0Y#H^|cEc
zCeobC<Z4qV%MwK8!a?d13aEG`_)4*i-~)wfkiTW;(W^u}ow-PE&0KG~SMVZ5W~!j1
z)EDhzk;x$5#uwrzEWQgy6Dddc4^u`|ELDT;1~p$1TjXw-?RHblff2*M8)6*T!EDY}
zKLMf7e>TUMEc_t<WX$ln2Tk7{su6;wPL4kK+50~mYIfPAyldx-pEHT4LtZU<LYun#
z>M5wHN!{*&U&m~I`W^UuDa}(y^2f$V{kPya5n5h1EqIcoee6ZZJ5M{Qhu3gIvG^p<
zpJeUb2MeEfcr-uedvyedRnu}v{SKq4(OwP<ZO`{_(H?NU(nSI~U4b~!)i4!KMv5uD
zCS1q$+e(k(wR>}XviHZMitiZ${9c*H;=+d|jJK(|FaM(oczG8^OewPC7BCz$U$tao
zenFfgBNpwRiV-8!C!73F2vmXzFCxF)3{Er8>AEIGb+W7{`olL8dbS!RQEDw(D#iRN
z0&QQpAIF<ZmBse*WNwks+`L(g*EV<{ePN??{@_Xc=WFptIGKPfqbZd~Mg1ZkHu@u^
zL%%<bMjlfIJ!d&avs6&v@C>!a<yS6AD$dj2XLk^qE`3iB)${iC9=T-vs5$>u=f!_R
z&nBFx9lwa3dE|V3rK=n_N`9i2{G++m8;f83pKFik*Y8ANO#g#AZDh|W-x_x}<UeqR
zKLaR2rh2rIN17XfRZPBy449VUwBdTmOAK+?E+sJ)8DIfVeG5uar^Ludn1V3!S(%5B
z0Q}E5ZN~Q%+sPF>`BzaMJ$J@XX?o5U`giv1PGMkNZr72(X~Ib$FsXQvUV?18e3oGU
zR$_nw*$)V6Qv(Mr;5)yH(k#V|wb*VU<$knXCQqR(yJ5(oyCgTf_C&k(V2Y$?#}d)B
zNr>wkOcg=~19<PL)o?(4Cjr(fVFLyxW)HrvBPjC=KaSK5zec_$30IJd!$S)uPyd5H
zA~q?o(PyyMkv)9u@?B=!rx4zXTMzR~9rGPRD%@dG$4z!eh{-`PZB+aB(lY77ucCQ%
ztOatG??#Gaxb^3w3`}m`@enCxSj&I2F4L;&y)WR9`0Za>@snu*Z}L|eN!u0{04<c#
z?`6wFL~<V=KSLFeTUs6|WAGF5Pht9xp?eJDs8C|}F-Aj~IKOf%VGn|bj)yPO{po+M
zZ`D(}>p9g+)DQ3;!gIg(*DTkck_nr;_m*WZtfPs8XUbmSoy%nC7RK}=WNQ9BBIvqN
zcmOovz`Fj;ZW{S7g|kHOo-fsG$9%_-L=P4!lH*v3U^{PGHt-S%P`};<rVbPlwBy%=
z00tw&J~T?Eb7?6^kiEM@;AaEh0#lilFj1S)w?AYnka<7R!2v=Mlkbg<g?V|fE(nMD
z==a5EcMr9$Z}pI{D#tcAuB8mh>&-B9Kq%~E*kL1{+imvCw_bBE5x<OtNok<93FCib
zmQ_FF1TFbN*t}8Qxz~1=QTIsDTMzA*qFnF*JR>0~l6?)P%FRwhk`!9>c=$!e#%uLh
zpA9n}qDV0^bmhLE^)2Yb9<;9O5pz2v852$z)n3%N#Gonzl(-XMm%nK)ngO{fm;+LD
z=GZ@a1(u!g9~`Q#5Vr|brS;C|Bt+%JMSb`&-|@Z|AH8Loy^DPO>%_L;V0*VcWfpt~
z6%ADV6a$q(u)w?6<^1JCP`Jwh<(og-E{zMU-+yffeOtH*%(zjCrA-dJZ-nZ%2<p)D
z8F?Ad_y<`$75Hh+vw6U~rW&K7IBR9n&;I&|UF}HL>xkX!$cmh(Gc=m9fR_Hf9u>13
z9B_D@t@k#*-tV1m+0Vc~Fd4@B8HXK2;iDa}Mc>v_%BLixmV-h7o`C<5EZkfj68x0;
z$_}~Jr1+WOsB3>5b{=<I>Bq9$)Uvv`e-{^carvR?NA@0*i8)J1jUcAy0a07@|1E+p
zOu|_!F6zv;og1O&S&m1U&YrNdr)=-mU@?@D!!*F7w-S8^Kd)8gklg>vJqyOlTxbs>
zS6e~nNC4WKSS)n(AX!S~^(NSb%>LE<ht3ij@*r7zb}AfR$DDR^-G?qjZgxsTp-~m#
zlSK5F5rm}>2+0`h@R|LZmPo7{Yw(^LOi6{7<%zbnXlN$7E(4#p2di{J1c%sLpJ>p^
zhjONaR&*S%41i1GoXtY?`O<>gikj_zsKo3N!TzO(0aoch0E~EUE>ZpH>4U61*)fKh
zWA(!{i`~zeDbmlwrj55NZYx$`?K=IBcL&-YyKsI3>FyN$9B^rTdFQ#H6M<!BssYkV
z1{W`NtokMWB{Q9r<<z2e4vU%Ln4CvW`zhXv>RIya^VT0mc`t_kx0%7%Wuvqc2Q<p4
zpMTeQF(`KSMA@yibd6i!>mZF|TbNys+p+$_t5+Days7T*u!@(8K2MwX$(=v~+k$Oh
zAVjQ7e7MSqR29SS!DiRLAyjvpte~HxB)6OuKXRV1J7o+-$F=q!LmagT70Q|O`BgaD
zwnubznd2sKsVd8YsrLff50tjz6~}WbpJoKuYgSjtOOre#m&o`mzY@2!qT#mq-qTqc
z2PZ)E>HmGu-4<F>D1=r0ci1a#Haa4sZzwf$LZzZuv%W2<IL8-GyjL9HQ{qnPNXRmM
zlByZ{nQ}l+l$_=XSru^fztmM$Phr?F+|@sIhwGXS1yuXWkdc`&ant({hXqkK%6xAj
z!^C8tkb8Ec2I+YJNPXU)o&YeGwyKdR8Fs-nbuh(y)C`y2ej;z|tK!G$G0U)G2W$ri
z!#Yfa5GTl*ffD^vAzI>>$$<$+k0Kav4;Tp#0FKkCP#1zx9LChh#{32t)y0zByhzX}
z%Pw<EEO2N8>DwL*Kv>1cbmai`Y-IL0N<OHmd<@jmEACbouj6szZLAIML7Kc$J~dH_
z3Q);-2tg?x32;5fkh2hQxMIkcVC|m(ZF7V>fORmS9r30Ej5}1+JTbGGwC~01Lj3;u
z?DyC&Gg*xM`t#bo=s8arn?GfbG7K5CihbjX>L`oMcV4(U8M=abr>^K<|Mmo<la&8g
z-o=$(XH<aHDEJN3g%Cd@iqw2G-5FV$OpyfeI_U&+<9iU@5ik`$g^LrRobXs<hV=(;
zqdREm2s$Dg*cX2c=j;=1-}i1#9$kk)F)|c&mHB5t=e111eGH*^Xnn3B?~^iBwRGJQ
z+GkmsUnWaVyS@2ZG)W6+pO)zs8iYFj=SXK9&+>ru$mM*HES^OD^Y71w8DF34@4l)j
z>WFyc)cF4S!*&seW0H)*N-1T;@g3!nEZnPLpNTJB!*10|$Uas$k<Hzv`LI{8K7yy5
z0PNf;RfiHoC<jd1xv6?4a(rpDPOtdFO|vSdDke9bhXo#(v{hN})HNp4RP@jkm+qF9
z5Ci0lJ)pII=pX}pSr~?Pv_)2?hoZQ)ln>?gEL(Xi$LPB6;9;%)91vrzdJPZ@MuV%c
z-3|QL0d2&WAPPiUY>);X!u=|04_JIt1L%;eI`r`#btl5e{~EHI`h_<24XRy7uy|mT
z5u5i1IQdG0n9FVeTBDH;hMWxu!Gkq1<P!g(Jjf#2@oqswh)V}7`hDp4IfWIACo&jv
zX`qS`y9_A!=59+!)MS^+))ABnEi`dX_gn@ZMAb|B257Bm4iRA^ky+_C0{jE>6Gn_c
zA5E4Tt=V9T)Zk=@mfiISdqC!pqz#Y+U@Fpgw=dmAF<8r;rrW&wpbS?Z;y=5GE!5|~
z9em8lpPD-oTmn%*r;&z|ktZ)Qi@#-+R<Tuxz<ko67)t>u2YxY2UTMpMU1*Vv5&J!*
zt0S_Le$_Y`IB9foEM={sDdn_O`7=zmiAL)@JFcm$<HCVxWpaN?qGdVgmi2<;|0g*f
zyw&;lz!kdO>m2iwh-#aEdVRZJb#M_E(iF72vtVPf&lJ+?b=tquw;Hhw@{-RPRgliu
z#W^%zEG(Cs5biw-G=AhqG+G~^74@4ttUSLpGQ3<Ijg{x0LKT@ck(|O};ve8F6ZySm
z#+H|q9bU>%Wf9hZw+yKX@>bd*-aPjK1@PJy_<|TrIDt|<UHrC-u2}m$!Bc3LFZDJ`
z?g-+o#VFuX#1XS#B6s*yK^jh&&cV2wTRJi4swq|&rulToZG4xN!o%TfI$du&Rc$|H
z><K}Vaj`X)EQO5@2ak9pNI{4TEpV-r1LG`o?N^f_6+juvvpCzo$t(Q0NFDba{y-d0
z+SUY1#S2lBe7hITj-(lO{X1mI=&4xi-)H2me`ZfkHhp;SP)U<YoxFXT^C3H_H_iR{
zo7R9>mIC%Y@}?~w)psoe{l!up*puc$Ih@4F@N4q9ee?Ul9i>l?I8*KHT(nQ&Ni3uj
zTvO~|aePU4;nzS<UTpQ^P{8_-EsK5n9-c=|&iEz6X&1T9Q|85A=?Zpj?nGH)6{R#<
zVyc2qYvt=_`0e=ahL~ZuQv3&mu^Og+VY>9K^sik@`D3;?F?TXDYDx|p1-cQr<?=>U
zhwN>bfVO*CCPRx#IS<#h-t<F1^Vzudkh8Db;-WCxb4j1cVUWe=2}}A9b5%D_AP&m9
z*PhQY3>Jz*o0E(TkJFkB*YumIWCN{fo7(dmvpzE?)Wjas_MiInU+MB?59!|<2nt(u
z^SuOp7f(qWVm%~#;a#4w5jB(VKJLNu%GX<SPHQFbV-3d_-N>1}Rr6<A0-v+(GDWJS
zwYMJX(rf&U_TaNZ0(CxbIjqZ*lL)zPfLp;oc2ll7>{TlTh{lk6*4~WnfV-d{!Sk*i
zu{H@H*w;Q`!jl1ngb>cM<DWw6@NTnv17@D_!Z|}vX$N7X>EKf6O>gfF1i+_FY1UyB
z8Zahc+xSWzvW1WoK5rE~NB`rqwE|QvmMa2&U}=Tl1qo2VSYh6dW8^zd0oA=7`$8~0
z+#-4#0o)f*aKi9yQ|Mz7bSR+^nKd?t_$2O<unZ@7@f!P}%Hr6*9UHNib0v%$%D^iB
zIbBTBxRpYY{hNK)Xt7o_OQ0B3A2UvVpK<2EOBn}Q6Y?Y4ZS#!m5WE7$pfw+<(Vf8e
z(^pR_R-c>SJYI%*CSd`H(1jpC9qPDf?Kr9X<D<8D*;tN^soQAo^-y&|e5zvmnRekY
z!0_|FUNLL_Ul(e6Ds<lOnJ{@v|FsBBKB7o!IZOS%Q@iv!g@QkPdam#Ir*ff;F_K~c
z%0oiG9g(}o?m#>y##w>O9sBw}6qV;GUV2;_%T`p{3Z&Cjdn|!yr#(Gj5T>vd&nArn
z8YOA~7}O6+wCum{28eHegN`2(1}7U}@p-^ZXgFM<vtlc%>MH6xT2M6qTb~(c+Z$pF
zf5kJH`{WWOG*cG;N!V5>ga40|IVXi8l3nh<znt=oQ}X4mAtVuUpaDR|lSw|{xr{J%
z(RU)Njg0SYW{ubx%Ba)d<MDi-5k^n%@>B)GzTyj^y=33YaUvUf0<!-Y_N|ZLn+CG7
zVWU0R%Q8<4To-Ll7z<Ec{5Oa&@~I(36HHYZH)ZQAM<8jO<=h`bDuAL@7P4+~Lyf6)
zX$R~U03%_>_=z<?TP?#|Lp+>}nvCdxeJH9(<l$5pHay^&kT%+(n_Z9*+tI%YtNhoa
zP?xVcFI0G&Mt%Y*CmTZOXLn!---i})(Lg_h*BXZT7-sw}e>!ae>Dh#_Q3Az#G|)0F
zD8cwSMcgO&9DWe|Uw#D1=wi}a_k;;aAu@#p<bAaiDK)*8!O7dfNx-f3Km!8BE-%~S
zZvSfyT9wL)_X&}lIO@>8Y*E>f2+6At40|SVTTvh6R?|=sk!kpm>5=Rjxy5jR*4fL#
zRsEJ*g@^5s_xV&ONdw1S^sm6k$~y<o81{te_kQ@cn|k)?26h`$(LjIjKj3El*T$i<
z^IhA*tN$hH*Ix6oSIgbQ-%jT(3j|;VJZLmT;v-_;>8hrX5*j^vGw(?BDJY<Hb6ery
zq`#G6^44OQDp-o)%FgO=zGvCZFCGtbI9xtn;TzvNBX;cUVH;p|37~dvXFHlE33Jp>
zLj-}adZR1Vn~IA!p(s&MhX53}B)Q@ux>P)`XVGG`msVZ_F;SQL(o;5HANb6L2;1>7
z$He)k@HM0z;c)*7L{E)MWCkStKu%RKn@S?eQvBX|sC<^r5FsI=*%^y}@kzzag_zQ3
z!O7OBAD@_0wbwe7a?5#$^!^t%YayD`QJZ9nulURg+XO8Iee9Ki!1T@Eh4}2R<3PRZ
z<4D4Bq@`_Fb^pN7amZ`NQS12PZP<UVfcUGfmbTHA{z+w_Yo%iO2T|X7$x>>dAW;_n
z;$Ejz*bGzHTIt(|lvNcy8Rz76(h+`?E8Lq55}E<l2s*XA%lqbY&n(2S_>0D#k|`eJ
z3RKA+tKX5?-3&C(O@1GAt4P*1v$UA=wG^?fI+MO4yZ=;k@JnL?qv3z)8(XG{TH5B;
zZX`!BRQKcl8f^WMIb?YwlbINtbKUP&8lZY1T$GqjW5-9l`EkM99KdU39S_9t)_ez*
zzAl4f@ZR<C;SP_DKLIy_?-T3C6q%9#g~WZN^SG%`Ya3p&l}V$hYl_~vdLDxBCq0q%
z3)hKLmC*g&*e;zy(I_L%ukXP^@Y4FX`sbKgs>F0}4<#cchlX&Q2l*Oen;hfHdH$Q^
zFZfycgJG@DB@e`tM1}g#_?|ZjO+S2jv6|54`S~2`!qgzH7is9J+xKASllnlz>@v$L
z>BGV-&#1`Lw;m-7fmBkkgbA6!_Gpeh73V5<RrpBM%-%O~r_b3NX&SmSPZWAX3Ot{)
z3K8EMs#wwocHZylBG2qk<Jbc2V$2qm)B=8b1vq4=6TX!%_S7FR1)L`UgJT%sywuYM
z$Apt@Bl>=EH85R*noJGvKl|VCR(a<K5Lni6X3+`7%2Qxv!>>ROftEf42H-Qk6}+(3
z>Ui2pd<}_g52C}3srIzx{u`kEWBwt`uG=0{1&0GN4#S%k_#xpEJ|1EXec8nbLZ)5k
zV73vPTDUKGabd9JHJII9ESg1-PJxa<_6PzTKcO(Ae<vmQ6F~jD5^hIW65RuIA7y}6
zpB*j(uOe5M9RqhmX>luRk8p|et(nZ`11>?p8Af#oVPAsnGZMBVf-Mi5^Zgbkp0(zc
zv=x^$<oaYz>9b7EP&qyfdRm~Uu^rdwZ`u-~(o(Bc`$etxt42fK^C~Ji%P|_L*e_3;
zFTX8Q9o1erS=zzh42Y`|$R+WoFt2+`eL!jRr}i<D-BZGlgVA|%RdZI0s*sFkYfQML
zJciI1qu!&i!mGErtclw??^}iy*{57xLpY%%l5DZ@%P>)p+&U;s-ZleeSp!cNm-$J=
zD8L17IuHA>sAue@X{mrDz5+G><YJr_b^E$UfBn+gsU&I6o+xVk^-m?h(Hp0FpQvqY
z#d3>}QA;+FmbgtDkofkDTRgm6k^PO7b!8?ys%kASUaR>S*oT<44T|la#1RM60uj6`
zsME(T5g1vR&YC<=B_r9RI-+GCZWh4OyJi9Q-)J_%<>9Yb=*Lg%C%~~CG*uY@LYIpK
zDRT`8c~=D{Y6k`fydw~x{BgqTAnc^kfEnrD5aOM>{yWWkq~KD5WuA<ZM-0ahO2A<o
zIOZrtv{8+Z2_15j2#be9e`JBtqU+_NdwG{pC#`&f-H6NAkEltbEf;DFu6Krki!i&L
z;Z_3z^aI?(mt}|IiQy4<ILL<X5`vHpW^68IOfEnLx5MQ)uvMu___1pCmb>u-SI~!o
z>-PmWyq8viOUpmo37248z~&ZsZR95<TtsyqP}Tg|CtvtW)jGc1MtyGX;$i0K+Dup4
zwp1YnIt(xQ>us~%FMe~xv@^~(n4~(H7jqnbUQIZa9P)mprQlOb0c+4;?0G67v5x1M
zX<(nRZ?~QJ3o9`lM=66>2tB=k^73nIn}t_~T~FVh__W;&!xcJmp<wVE03A3QIJbWu
zfq*%*A!e=|fJ$*5qLo=XIe2U49?t2}@mc56bZpn+F4I-uX5R-ek`Y-g*!%=>>h22d
zhV84Lp(Ov@U>z>@I!2z|%$NH_J*ou(7r?JwX*PGZbCF%YslD<N^CC}mgPEuY1^W{#
z?_Er!GDN0I&20Kd`B!!j-77FC!)L)FpqgHXV^X=NO(x{H7)vN6S9PLv$ti|KcS*V%
z_%RNHMtIIAPGQ;tAKMR;W)E@$h|w_XM2f0QqV3VEQ#n2+YK*XLT$oA*YDp}w$lh+X
zi>O7aj%+~9{o$03m>%&)dAb<9esq^6Dw>Uf_Qyl^ThPYPT|{(4V50B0)DdLNXwGr0
z*?09M-;cA`A*6+Y^jA^u<}Ls3m~B5n5BW<hl16M(n<#5|t;+k8Y7)>4Q*UzLv!_)P
z{wBgB3VlFNHo`T>`E7!}`OO`^<vmFhaB|ycwty^vlN&V1&yU8bG%J2ljcdXs->w>9
zm)9v{C(1h)X>GIryK_phVrF68MxV)-Rlm|7{q2ZzoW=T9tp<b)c*-+wU%uA%nU(jX
zR%V)NahUUBYC9*IJMyj`P07HAREwi-HT%6+xM%-~t5)AhK6c;cQ@fY+l26O&FoHep
zu9whNBJT+MRKUa<Y=$poADxm;NM6uA;bwRhMb!Afar47pgPCjkxRI4#!>^Uqdq`cK
z4#mXc4c&_ku<Wc@*;=InV}3&qPWZbFTPT4%KAK|bC6@KEK^36QGg09ZSKn=V{@c7-
z(JsRZWN@<7UvPMs@LpfCOOVUDn9DC>v*G(83kLG5K9MNFOGfN6EfN!ZU;bG%Lh|Xk
z^bbJ2Nkd&evIn-e$h9{um#n&qmdjCywYRt`%M~r+6kHb29ZS~^K@}`VwcQ!PP?lQ0
zFTovFbc$74B<A%ou&jfw)22`=ai}!heb{Wp)d_AShj8^Cv>j--0Rx}^hio{(qrzs=
zZUh`ys|h{8N9)5c!9**t*3rEiuKLZv=6wb*dMo(-{1MQ_lX<ACIlr1Y6(#oY!b>iP
zIb)wGJcki*&NLtVU2xmZbo<LxzU?I7R5Ieg_xAN(RPEHQ@yR2N*~|i4UA-rtl-LCW
z^)u!Tm`&d85XRJ+2jr<`FTzL5QaADFZBn)eY(MTj{$<zT*<$)1C)_qhatUS|jT+<C
z-U1mJghxHle@9Iu7lumgn4%Y9!{sVjL&!L<WsV@n-ls6##fZ1YD*t)#seWQPpG#B`
zwHD*N1dT;p0@ZGu_mrwDD&MocMJ4K@b5&^c`<^pDIOc?1g<;;nCc?Cs6tYrquOusz
zqatY_NZHoWLr5qwS)}2yB`*caR`KJV^e8p*D^R}bEA6mLLg(!PC<d>q$hhEVzbw6+
zUhcS?;D!sokzT7uip>wI!hX8aQt<Szb5Ujv^9!DKhz29l!SUm3$80wja|is_#tx*9
z-n0|QNbf34y`j{B(&6x~AtTpcBR~GvSS$n>tLpN|)Vd?DK*ChWj%Ap`B|c9y54NM`
zVOZP-V4VTT+|E6#zDqDwE?EKs4(Mb;^~-KVS|v8z(N8KZ0I~rC-gojG38>|@6UYc7
zCcI>&rs+8DhsVfH?j;C7X#Z+Qn3Dc9zmJhG0_r)M$5)zX{{}Y=pCOwzS2e}|X?-EG
z-3SG_|J7L6Jerh)(h;L000|3k0HOwXg9I`1HylI=Z|Ur<K*`w?|LTh)eMFx$GzfTP
zenks#-5exbAjRiym)(B^g)jS&7%%<>SW5KG<NHlhe;Zgl%_&4o52v$ErZPPYvwX!h
zrwmytYFW$bSUl2rFFRf|jv7}_n>PQ@uPF@vk?rYE%pRS5yD<^|{<uqIQm1JhSmwX!
zLKZh3JDZ(dMb4>>MDnw3`sD1yhi=-X9F#$o;B#RI_0K|n-o5_ZwEpc+UDNHdz`Z>P
zi3A&^pETQ^F`F_U;0%+@*$)zuI9xYfD~ZUfxD(Z8%7Sba#dupe1R%G@e=pt6qJt)H
zb2QIGM5j*n|1a!uV_f0;)WR8(=>ll{zO3Y;kN~E0vDbdT3`PwNG+)e+3>TCquZ-1|
z?Q1ZX0F0}_hmRRW9G|}aSu7dx7}yD0Ldce2(38;k6__9azHJs&pv|YEwgH47^T5wX
zf)_9SKQ@G6qYV6W6O9`MK8fEeP?iIg9us~sRfzBcTH&zd_BM|itw93uC>gK<Uo=6y
zjNnH#9x{3{`a4NWa^ycZbr4oaHL4lW7nvu5fpouV3;df008AQcxFMbXH&@~L3sL(e
z4fei0ub;N53t&RVrvS{i=q1@f%mhwx`@dI0IdC;Anm!z<bt>`OATKq%5V7r;RfZ<_
z^m`Gs*hpkG@Ru!5Oi;mg+GeaQH*%U+kC2_OHFT!s{P5$F=tY{F?}X$hStA2n#ENgp
z_7}E>xUvAzC-L{Rpjepw7vh%*s&6a(zXWyC>F}7xgDX@v1AC-5%N8HIMhcJk1_JYK
zIfMC2(%|PS4|nW_u!AuyrN<EdKLBHte~+)Zg#u93ER(n!3)iJ62XGI)&f?e(3m?%S
zvp3q@H&e#n;pzhCepYkssf_O@ebu^r!~{%b67_4`f31g4UaddVTdzyrd|s1~YxS6;
z$tb;WBYmg>nB4zU=-rc9kuZ6{-JL`Jlg-+LJpEeI26*<Qie1I<-PiAo^RRDoWLxcT
z8}pjs_1Fk9bW~RT^2(~-p5-Ys=xbs6B4-NoMf%74KHcBn2)2b)-8}0;j0Gsy*VHH{
z88F!S5Ho<Ykk^1i?*2Ln=gleU*P9PdRxSEc8ywt>U%~;hcH9bVYS4groeoz?d;*zY
z2N1$l*l-fI!;0L07e^kPQ-ER+jWSv+1O!<sT<-6xq6c$je6xj*B#L+ur9!N~j1mX|
z2<;(+a+-2vnsPsb<iKSJ(fsz`?Ec-xp~>E%4fr(}Clh87{Aw43U7pVblOm7wsOZlL
zeuT@Q*=4Tq!T1!2IF8Fa%VQK7a9Kstpm;KGP1wVLFFPFV6cc1ZrV(DU69WAH5C8u6
z(fu17jj-&f>w`XP;F)j<ij#?xWn(YoBqMo?>SMj;eFpR_Rsbr_y$`^OaP7?pQk<o8
zfF(tUl`{!;SuY&N5q==mvMEA^_K-L9dubA)X%e7o;-UXqqNsLv{JnsKYT?r!o4>5#
zETqwPJ>qTF@yg~)?>2u8dc9s#YEpMgc8swten|F<1ZdfO@Q(NRRSZiyfymcW_#g!T
zfxc>d%sNc}9T^e&i>&b7=kl)&`n+eXk05+32L$32Z=~_a@lh-M>^iq%PRf=)J$c%!
zbW5IPn)8ovcj|SdD;C@v@}(h0G#g_Gd)eNJyYMNo1A_Id5ff8t>j<t=u7cJTSRz|;
z{axjJ0@C0<Wv1#O#G#aiEgiHSlKD`@ck~~^?uk>l>KA1pYoHL2Q8k?)79k@^;ghWd
zT7j4xlgCV#)wiA-yEy(gZAWP!(a5xOBUNtI=Et%WrEOVI>qylXRX1jB;$UxbGV-Fb
zpy!3UbPb7Ltq3(C6zJ7G!5=Lx^q6}Ybp`ri<kJI~FO96&DpM~^RBw2&__nabGj{oF
z$nCmi)n$}RE>4i>8nUrRffJ0Bvji&bCcX|#I4W;D`^?HwV69Mm82S4vu;v8v*5cSV
zsKalVu6S*Z6_~MEy|I~FeFFkm@$N&ONJT$EbkabH(C{k3_sVln0wIz+N=X8}oj`2t
zJZ<YA8^9O?2#J7ustb~&Jed?VnFN|7yeK4*&e?4f{&REWZ~>BMJy7bbzcFz;f715n
zZu6aUGe-{#XU}ZN&zzHA*+=?0o(5SCMUv+B2xA*5(^q2pj?$I_i*Ee$_74|c^Um5l
z`eSDPrj%m#&vA0d#suN}V|kHD>ZWz0h_mlq$m+&pZ<k*U*K_0}*Ms}Lug#}-@JBN=
z%%j6RB-VmJiXC9&*f>VVaBDLAy+nx11(-nS=aIu_FGmUvXbP|_k<QpgNlP4BBM%27
z@)*d&M>jwpHbJmaMYa*8*0k+5iC-7}3J0M4g#!vdxx-lImWPJo8IOSIpRpwOM<~vH
zOs}oJ%D1Y{37Dl_>lKFzMv_-HTujU|L|&A=v>6#(z{iA>T!LyvaiLEt63qd2FwZ4E
z)eE32S8J+*0#iAF7>g!|y{Cc<YarIvO%C^12Bq<OP!kUcR=y*?V{wm0eTZM2P@L2T
zcvWkvDXuSN3#S5OvaBr$k4RVl+O&cl)h_Foty>Ozs>lsB{$50Gcj)us62*eC=DR_d
zyKwu!(VNFj7u<cwn2c<UHTQaEzteEtyh;`-6=i7x{YH~IOW4RBEgGC`-tDLzoYPI(
zoAH{nTfJa<p!=h62J5m0OY2#|xA&$WuU>~|vK*bLG4OhMiU^(hqz9cFwcvl_f*+e~
zaJKCc{<(f=#>KhnTyA&;GX1Z)TD2LimkqI*jj@D4ufk^jsWKn40afOL=;bX)a+!US
z4Qb!wCvpdEv<@>jr>{`Y5!h3i&G0`odqRSfdCM@w$g~4Lst$a4HEjOe?qG=Y7xlLI
z)<@Omdo;KL@6`KADo6qD2hW@sQyXD%>&V%7FY4G2eL!27Pe=d9zOnZ7bvsQe>r|AA
zrF)VuG7sV<l{v{d{+w|Y8HE~3xWNRmobz2~X1?clPgP%>JWBb&C4cQDzPdD_uluzL
z@kax;cOpuDs`Vlp)t4l1Nf3kLS>u2*0|tsI)Y38J3lBD;m+$Q`f+rL;19T!h1hBE&
z2p+!&Jh8rCRnLnDsfq?6Up16}J;CJyg8kgb!N$gtKsMZAIXfPvOF0s{4Es0cbI5-P
zMO~5{L251u@5r<tc7ekH)8g{mD}Xnt{SS1ieHe>i0AEF+=ti*Nk-(n;n_Phi6yUK&
zU%tk!<(zQiK=Y_gtx)RQC}0$WdET@R1BM&?e-$c+lJ%=EHE$*}4{2@YldI0Cmthpc
zP=ZxqLNfGGE1R6<cem}V3VATaLqJI{lPs5~f!@><WPPlDsnJiA96BSNYj+?1k?wWK
zvD~wV_&U6k8L#H7)32XKIOWSl+=t^;>Z}dWFS(IK=vEMU5OyOH&z=KOyXP`X2?R$F
z%jZDnJ@9*o$3}<7C6$ZOvx2j(WVf6i@~aHy2DujLb)yJ)HRO^$H8fj9l#9d&{KGo3
z-Jch*M_lEq{Sg$P{(yp)2;Jk?JdJtQWJ+6W`|!4cNE>vAeJMC#{Sq{?7N!1%XqAax
zH`6RSfzqb^+poY{CJb4&(=^X3o*`i5HNwcI=TFf6J!SUvtS@_M((0(Up0F2R;Q0Wn
zJ-OpcbuE>z(fXVKQS(&bjl9IXeAAqXZ-jhP=Wx^9$3%S0*qz@CQ$&$aFf<HLF`5h4
zoU;M@Tf*(cnoozbl*5Dri{21BIt)PyV44kG1{NQdMAjxSDkOTvLi-vrPcl3&h^Y+e
zuD1DU{3P-e_8mwG=q1ol;VhL_AZHsbHUAbKpv*p+7?kWbAgQ0YUxF;o?tesm|DzAV
z5Jn@K|GSFv>jci`kg4sa$-TB|+RJ7Ef0&%5!v6#od~o+_-U}JH%wIGds?|G(hg>>=
zEdQXx;H^Lw;Mn&6f~f-}yAC1L-3WEc-**pg96sON=8e>I?75xQw$3gD=X1D!84luI
zlZH7<?o=T5zDlhZOOJ1fzOeA9nezQU7dU1mt!*`@yaal^&8F7x>UC6p{K@Q<qQv0X
z4jTYD->ZKI*dihG50&{#e*kR2Vm_^3`dMWaQj36r=a>Jlo#th~HfkbLfUsS2x#&V3
zO4J>dH4O8kCHi#sM`oTOd=C;yN-*9cIeubWeX*?%lY?*E8{Nc5MoXs0J{VSH8>af5
zv)%UW*Tt;uf%59YLA>_@+uzV7hUp-=58~mQbHRmju1m0l>nzakvnFPzJ5DUZsq{7?
zuiL&h=YRh0IR9d^monjLL_zcKJ(63XNlo7=dR1`;q3vg@$|wuivWO!<g6~m@Wk4Y<
zpjUQ)jJ-&FWUC}#nw!rriauEhq(K==t|1iY#CH69cj3o$g9x}b`<?XmBK6!HFhxZE
z$_eCm3CA6|ze82!Jec5A)Y9m!=tbEnM)<@6I>Mq*&@n+<Ob=M-Ys8M^5;X&oCp(Q&
zl#+NIFm%VUQd4_Mm=oJkAzg&9#NJv0!7Rc&>HOY<JKmGrEzK$MIO`~@>Db3>+!Fz^
zlbp>&WEX>X`>MU~d@^<|eQ^gdZ0n*ezCQ7vRm?L!gD`3K7xye;><fH#%mW_xgb9z>
z`KF@UA9e7TbTbq48CX9_Z-<k;lmZUgw8-Wa&_uc10$Nv!z6-%QJ*=B0?E39%?QJ(Q
z)wEa_##^0Dy{w&WbZ&860f;MS6A9BHM`rqQsP?nkPOs$M^$P<@FO0aglbA%RqH$tP
zELV~WSM4VduRXqoU8N)4U!zhv5$RDLT>D;WGLO4mzGMWUWQ5Xm=P7Y2p08@=Rf3MV
z#n&3`On=w$R~XT=C*O!OeuJ48a%YmMHw@i37J*uu4RIY@2V0+L9$Xny&v^qxk}t~~
zfng)gf97pu;j!1Nf#AE6pWkxAwdp8I399e`(EwmJUxL7B{A-A!=hG;lIe3uL=a{AN
z-gHSHq)!%SrD0T67rO!zdHe6U<{Ln;bO4RRW2iCx>}h>7+e=W(31#@roqw$6Wx^pu
zaLn01?PhlD_UD*9P!=w7P6+t21dx4quX*h+?LVRbjswh7Sr!ANi4pk1GA9t!qxKGg
z?yG-A^b9CqU<X>VTrshq&tP_;C?F-A918r!0uOL_?2^E47C90R$Fdi0?)=`b@N8-w
z+6zvaJYoS{nm4pI{<AaZGc(s?&_*{0?C&w}AE9!V!MQ)!1y4twodGPAZ{k0moAu~q
z?S)P?o0v#f@MZy2G)fg2=N&z_ZCw{9Jr}@UL%jaF`5lo$g1lX2U(Nl;XD=e0Xp=)j
zzw@aO+=Fy0t*LT28?a+#zZiV|=_L4t=?z@}4Jwpg$AO&m5CWBz&(r3oGr|E^2oF0M
z$pjLQb_>Dzn^Smv`gvWTk_d}(t4bIkp!<}@i1NggbZeAM=ob9^+pSTkw|&YdC6uLF
zp%?a_9%ZzNcBoJj_cqX>Z9;~YiG65|E<8G}jV61O+oXm}HL*2(#7-amp&gO9oN+9_
zR^JzWOlZHEG@i+w5jSKa8mc8IoUb4Dxs9p9J?t`Ejz5a4aAf-L6th<y9o;+U8Ow#3
zZkVKqnwo~ehi}OCO*Y5l_$Y$OGL3J`8xiMY_u3(>51TsX<eR#N!Tt^$hw|=#Na9OK
zjy?t6M~A~V3&KEkbMM^q7*wUrEl7{(1af-^D9}jf*?C4!%`CWwxAV+JnFJF~+VM{`
zzeH~UnoP$FN!cH5X`VoP@+oYicyQ~I0pLymP)vFZV9p0+)yY2^plWiqRIX(8nM)Ac
z`(b*%S{{>99-{~7>9MD<M_0xFkEyo+it_)zcu7GK7m!k7L6MdaBqWxQ?k?#L5kWeZ
zr50&Kl#=cS5fnkXyOHje6j)^0y`S&zfA7qladw<h$KrY3b<XSXT4Pp?s}Dh<!hS2P
zu5ro5W7)}r8I#j-tyFaMmFF#Hl|16V<I7!;o)m_g2Fb=ltRVT7(Uy*aO@h<E1ea<A
z$G!>vZWf>VDL&O8zStrzP%Vgm+`%-PmkL0{-(d__RxeJkbT_`f$HdF~Ezun`NsI=S
zRsD%Q9Q}6Dx~YE@ZZ`uktd4IMmAr>;+fUU*^yhhAbUd#Q)%%2>ycKwH+B{t=0ibWn
z-svh{sZrja9;0yS9Hc)U%ArGdvq@1z`-ykv$CR&6O8b+Z>)G!)k363?fA?I5IL290
z_(L$UAMSraM0Er&?*nGvIKCF2@!>^75aaD-s1ux+xYJ=~TqImdJoV6DNbJ~!=k%Sc
z#ee=`7i?%MhPUwgQ2iq4#n{=Z;mpqthBtEU!1845ebyDX@>_qo&+f7&`z*5MZOczr
zgTV7wo}0Sift^mfT)ZSSG=%lProX?HwY9YLbv^Ww$bz>PL%vHa+ym~vmk&XXY9w)q
ztzRXx5%XVO2ad86UiL>JdO>8Nz|hT=h)H6o&TTgXdxuv`OsnfLClKOXa0SS`Ly$!A
z5RtIL6;>xJ_+ENsZ4{MkWpn?*UCUVtN&NLzkz6&-nSx=aE$sV0S9WMd@zndLZ)gcg
z)O=WDXrjq{1`pwH<AJ@XH$d#YsjidNeMk^fv~iO`)Msi9QDGWK`l7nsK3*^FVXj{s
zNikW9OGU>zzxrX-B$^?&l1mz9Eo-Z1f{zNVS)T3M(XESbu!c88_Mbz+nnf(bu;OkO
zayd<8rpwW;hV(=d$)j3wN|_(EkmPQ@doRq`czbIn`9<O36Qu{^Ph=x->S?+HCAm2i
z7g9Pt?{Y>Pi4~`gnnI5nGakk)e@uB<=_6W{V)xO)3hZM($~GkuK9{h3)7toG-|l4i
z{-w-sbVyxUq>CjPM5&ND0V8VHl2)^zB(!ZqL0{y!?)9aBqrc4G80<*06#->J^|_Wc
zyLX4+L)OmZCx0cDbTgLTML?3?cGaDxs|u}CE|$5K?zp}TXvg=>+2<;0R6HIS*Xvec
zG4p!NU@(|3|5<#O&XPv*Q|OaZ(Gci&){z$^iE<d`!=^8T2%W$uufgo1n7#hN3nTL7
z?&fS?Y;_YRb&`C-#tq;uOxjY-g|JeWGAC?^j1O#icW>@X$D!URU1+^&O_j2XgR@H!
zhkaOs+LWF@d$I}@vc_1ZgC3oom?Ic&I8!h?TC_l^Rg3Q6uE16+m^PZ525G(q0_c=E
zFYVW`Jb82nq1uq`>qR}&4$?HZ&-}{zDa4!fbt_Dq?_J1$3Y$zi{}#auxibjp!N7uk
z@X2w9$hfLhA}=d2z<_0{A{OjliPy~e)*vmE!wAb$%fsdH&Rnv{kRNc5gP9Ofs}{;Z
z@@s=O`uZz4^&plDxSt|gQBUC12j;Vi#4+#<YfO&Czazql6nKjA7kKaPHPGV!>Tg4b
z*4(7#+>|gkxj6W{I0V`__*xJLS~@g369<)E!iz7*nfV@8f^OgRT=dI&-905K`f;O6
zr=jS%+6Rwtb8v4*R!Hm(F_gwu^q;G_>*L|I(x$5#a89@w6blcKgVMz}jbr`T01qz_
zoR6C+P9P6K^GO(TFDyrQ0)WYzKR5zgQag%<9)q}pkVX+bIfiVo*yslz_C~(_M|vV^
zvKPp(c)Uu1G9D}dzQcO*P6-A1Xjpd9x#M~yY*dD9W8g1WA+ebp2KVa&!5@jU$|RMn
z(%uTZs&C(<7R1BX(fI3GZc;zl4=+SR8Hj?iq2+}Ew>uy^%-%M~&pE#;6S~kb|95qs
zd`2vq*RSV1vqPGGdg@(n>O5EbTdOW_>=mQiY{&WY=FINZY?>8h$uw|go#DXV)g2I=
z=6to)P#9orhlQnkJ^s%i9pc}vb_`I4tyaA)vm0N|e%LLXCy_o+I@bd}x-ICzCjK-~
z(f+F;c-ivf`!YcU3W?hfoUN~~gKryk)&-8nxb)&B^47;2ddJK~NnIgGV5$bmh#}qN
zp{b9&)2UulI>#N1Wbnu~nA-}`wHD2@yRcae#bXHO;R>|!)?Ot71?B@o^r{^Y^9Wsv
zSwhyJjrpL#zy|9wMG|y60Cgn}j2r(VxWkMLW$Byi>|1-?r+bvNi(wPM*RXp$@HNyz
z<*RJGJrYzCJ^{rO$V4bOsEdrB9a?Og;4=tc&zT+FF(oD9srMOvE;@puQ}=a>|5+Lj
za=a%E=qtZL%j*xl4KMUkE@u0^O_aUK1wJ1LQt^JGdHM-Kb;SLj$W$_VH+aas*Ht10
zg}l=a%cv|9oi~KHP5Jy@Z`$)%B=!NZC{ZEIAd(}To%SUFp-09cAAbRBc*Y~Mv>n{a
z^*&W>k`WLYKu7+<GIm>Fi{5WaFTcLejPLom4BZXzFUBWq*>V0cJ{6E7;Z`{1pZhyd
za7BE>d11TMq`WMxq%@^^KBD|nX6^WNF2k>x`pGwj=30iDpVGgoRV`;vQ<mzszTMlr
z^Av>iQTATdVDL#{2_njOu~JLzs9Xa40!kNlGu3~Eqph<a)1K6~J+zj+Lu8=*HZOI_
z{L>P8DEky&nkoB!D0fln7G+Re_OrsTrX~1$JejeoZ4p@(t@wSRs;3Zo0vYiKf_UUv
z9+9ljUbfv+$XzrJQ60Qn!U9Dk5_xSq#;YidATZwf@8X(zB^)ytD<DeN45w5r2C9kC
zQ<`5&8t%<pW_c?9(`*uKA5px`Lo~eME~y>DS6#!YKbm#z6*)=xTj;I7D>0BMABXW4
z>}a<TQPzFSU$R234q~mR<?h&iIHy<g7jx|$8&YdbF38*>P|;4{e29|`<sz%LOf8S2
zbmIGxb*%h>BZKz0#zAGq^2}{?hS#knPr~KIpaGT-Gi{YGsq+7SB_J(IxK`!z?rvT9
zU5x&mo{xV>-*DXb3hO6xAvPXctgJ)U8K3X!gY4mwd<G>ac<g!XhEu|JM#dLSFT9b=
z)a6fvdA9=B6Ldq>Bw8FBm$^_LW@<{_k84V~UEgH1(&U%Ld{)%*jxssTw~rL&c{##d
zqQUN>movsLXzT(E{<Z{<oYDBZzw@I_OYI{KR&<js<7Ettrr?o_cWMnt#-I0=JuZ|{
zQnA$G+PO04#4@?D2qmJWS%$Ym=ueiTyeLzF<H@F9oEsNNlMi%4E0Q@7@Y!H;VnFDq
z95vi9{`tzhfNzq+{UOy4#!)y>&bXU?25&X+kg#*yfMA>dmo=zca6M_;3Zs_?6F&+$
zvDfe6)I+FtUXX&81yPqQy)d-FVegT<f+NQAK;wrsy#MiW2LUP2SFZB*lA&9HhMqTr
zP!`>h_5)s#dTl$jP&JEbW)1vL83U*Z&*6**%e`9(xRQymYc8Q%h+Yxw@ni5l@B4#!
z(LjPi^2RcZkOHke0)%Wjm^?y<0*>yMzh5UTAm1L?Z*$3L8`DS{L3*P|PMJvV*FQ5x
zUXE%W#>RLu_!MMS2!fY}HOwsLGzm0*z#8KkyWsG7x8F96;m$d=CV65W8Li=ewo>qc
zB1!-=3U01NtCV~KBNNVBWX$JZ2)O1W;CO$5F6WVFaufG1kck#b`AC18*!VveSg&>p
zW6{#g+qqwpO4^%HA2HNB|DqWu5$?`6##rfAn4*MB$QMLq+sAFWzvv7DzjstD$IRi>
znq}YKUSLq>-G>Tj&D-s){4oKDYh|&gV*yf6f-5UOjb?0{(UjaI@peo@NMOOJP^}7%
z;9i;^WLH*dyWO!Df9Ci4l_k7Xio3@)OQFX<<<oDHD%w)rCSLiU$tXD3+YeN#4+2b1
zuCIpw1XvKXOIJ&Dl3~ear`F6}E}jxdct~#7mATgDJUoLWTTfk(BRz}T>2Wb_`nQNX
zahS+HQTQ<M(cF(tiGIBGXwK{9U?(lgvZva%hc5!!?KT_T7d76eoDkT$A?tai>Urhj
zc@<FMSTo#I)&}4`sw>Fm*#DLI6%<W<C{RI_qk)k0B^vhxa@enP*gtXD|CN!53LCNm
z{%YV2FC7I3ljDN$ym&*$q4&H5)a#$*?kRkF6GVde?V@P#Suk?MfB#R032w%N_*+n^
zGX$-6kYVNy%W=m<DyHZwzQ*>gtYK1#R665KI<qvoAaP-|gBM^X351%fLW1H@NCX6o
z0uK(Fo{yf`y_r9+9NlzVk?Hji+7aI@gRNFdY?Z$l*Yy2fxn>aynk!H90^j(>x_RSY
z6WWavs=sqfY-;GqBCWvECzSr>Z$^(R$+8D1WN0M38v0h3zRW$NxI|LV+`q5}(^Pgs
zu?4NXt|1^`z+3-Pzv3@K(5<itY~EGpu5daq5%7oQT8I;1EX%J?UXG009G$*fK2^nz
zzgy1R{dKJqn5A*Cl)7_e({$Z2R(TmA<_f7_U!i&WSuA}Rc~fN4)RX>70WX%Qnbbey
z+u1igoqJ-yk!3h&YFm)QFyCxaKUrb^hKrqjsPA{_M1?^ai6KV%c8*yvI_HW=AC0)h
z2u|sNF>74>$M`N0k5IUR;UKP_CgkLaqe^T5Q;V{N_w$P_@-681>lO~i=+`b!3edsV
zhTMjfCRe!ae;xGvMk9j-ic*Fr&!VY3cTS!Zl;ACDv3XDcla?*8+9=@*(MRZ_N#rLu
zEUAbo$RF<-#8i(zy!R@TdDVJ6;l38aqM4Xp#B(_t&NY39!a1`9CEuNq0PpBs5J|!x
zyH@Z^>oige`SD<ovr8D4@XX{e@I{b2vn!s+{!`uP6>;V6AelvS%@PWhXX$T}jE4*M
z)3ThkhaZ$p*t|&PekFJjndC>Ow2|@dccsI{iA%<TUFC-Jo^Zum6{S&&@B!CegNZuY
zhIw6+E%DM0$NKRKZuK<6#fO(qUHvrQzl|a+h@EHw`!G~nSj;J8g{tIAk9t0&&LDsO
zV#+;HYQyM;uZu#x!VJ~2CiG&9wn1`NrrX2fL=q8mJ}x1fk<{}V_26H~J0dx?DD8Pt
zn>+XKQ5+17_fx|6+ME6C;sGhI?ioeZ2v#jqJXR9<hpi-2$Sm+AlbdyzV=s5ijK-cF
zxiy&Dq4LS&;nn6Pj6Ja`q^pc_H6Z5fhNUrahcl@>Jl}7O<=>0$5(neZa3_%~tFNk4
zOqo(^91q^;cYn!IqSry=_bP+;Cij3eu*2xSN_^dtJH>2z;PN1fx_kq<;P15%>2`G=
zY3a;-w&-a5+FVd!_K%zjuMX5sawzw~`+o@r3WM<QE2@~q7E=r^jWs>8M~}6a9Q(9S
zaz7V!FK!7UM>4#_{MJq(28%;!Owoze=2~&CK6TM7OF_}R`j0vXyp9Y*FyO+^##YN#
z@@P4LW#i}^l^?QQ6QsL0JQ}HDchIkN1nw;-otNKy4X@@>-1k4a(+$BWk8WY4^}M8P
zUzFF<>ltYj9~9{&+fT)v31ZzC{zCtT{P#QLtS4#}V~?M*{ioUht;QOJIH(nk9|283
zb(kmApgaCg%P$hTiZr6U!fS(^S+qP#2f9W;a^>#CKFxR>k<T1PL3Y*>GKt><&QbfY
zV-(S82U-*tNQlr6q?o?{gD~Nq%mn0PkL~I4)?3a%S}E>ZDNRAL>fU(Ko8<@ozxsAD
zFN*fLthYZ$uw$f`Po<!ZRSM`1`+u!Heo&AmMkiyjvsVQ~K?s7dUwa>aou&*2k+Cqn
zE0hDEx=*SOQSu1{oz4=aLkv-|6{ntRr_UvQ5hj^LT3Vd8eo3l2`I;@P23izkhNc88
zOaPehDOhtC<lp7vArypZuM+^^QpN6bk0>#L?+1g*j$>J{gAXxpg;K*;{%-fF;%h_S
z7Oz4o2i{bx_Q>7a8M?GNhx(+Szw?KK*@L@2l@^bA=a7X}h9A?#CDC|?0+q0<c=C+*
z8$Nr2xy90HOH6az->be3$U!H51%*l*#LaW7(V>Uv8w22vl1r04$VcNG<0r`b8ZR2t
zU*-CA_zg_Yl&VB!Q0t6pk-HY}o(tV0lvuAo?7B_3_@4zRIMfK#m6h3g8w_Mtero>0
z+zERph>Itk2yO>tvx|GnQ)?zJ7d!-u9>3(%;BKmu`f*dU3Z><;$y;rA?lX~*n;3N(
zM^&&`$q6|y>x(;ZFy^yIGKAXM$Wq%#NyZpPOI?A2O!eeG)f1g$vSW}Hr7Ag@V&|;t
z@vSiY#hE%8+@TsQt^Tu$Szy|{S{*}IXu{yxUC;xC>Qj6TG=Lut`v8`yXU3(zDL73%
z1jM=%q>1Ioyyb{LgBkeKK1Qv&LbBkIVT|`87@1{>L7qePe-{kU<BY0vz+${ZP#sAn
znMJx`k!|)Q9Tpli@|oN*+(Yr=nNVLrVYG$U4rUO5DlQ9=l5%L-qxn!%;cKy_o!397
ze+QI2b*udC@nS`MwF0(PDmrfH`Tf_aMMWU|+v}{3+M@QR0lPWJrzV1*Ddruedq_5)
zSVZ?Kd#5rBM%+drZ-n;S?#$;Xcf#l^yy&YcB#q4d8*4BbWvjXKzFqr`5m!jzv?k&7
zzy=dMKo-jWnhKIGX8ej;{xBXxLjPRyV~-sGe8Z1X<AO)+oEc?VdfBFXM3dC)&E_Xb
zcZBh&Bk6=LJ#cEFy4?bP-8Zp!C69e7hv1wWqSWsgE`%A6g$`WHzm$2Z>dq;+d<yzn
zl2@1Sd+l}kY3TX>j1kGHihE4e?z{cTy#U||Z~X^xkAO3U60bo&5@g9%Nl5~o=cvF|
zN`U5SwK8#-BGN|jPs97y)!j?t{loRVQ|HnK9q+tPAZy1E99WY$20>|2=$c3&0ohFz
z7>2p661m50(on2HML5Z7@GUJYLRrLq8@!un8{YhW))*Ft8`Ro;<$jl$nA*qU!e+ve
zWKc<4RB;meAvKLPK)vs(Xy+!+Vmhn=FKG*EvC4J$fksTJTY$b)R5Jr#6_fXRbCu}3
zmGU+3|4zrr|7_Wiw|~BDguRzo$RB?}0h^Dq)pTP%G#*lBB>9k7(x82rpTU}{t}geX
z-*GXw!mu$}sldoh<Ec+{I^%{Mi_!u_>lBz78VMZGk3+$x2_7L4WfEv4rp`ZP6i&aE
zDc+o`&N1M#tu^|0<@F<csH<PobkFPe9C0ltbN+=4@{OU&R_o6i@BYYQnN2T97Q;-2
z`=1XovaQiM+S(KZG7Xa@xtVD@1-Cb|Ed0$cea4DzO>NXkFU6~h7XG*{Dj?v`HW07v
znW!FQ{%yH?hwZ+zk<z=zA)G3+mlP+fpt3~3S48ww3GfOY#4MG+7v_mne>{d9L*o}q
z9a~wFkv*DlCrg0``?|c4<j}&5cVU42-*ND^b=~6w7=>+0BD}!3g?~Ilcb@Gb!=Ogk
z71cXbixvj)FrDC!X;VDKMkMx=jrpk7=yi_cDda~TMwU5@v-K7l|302|wCWEk;D7Cc
zrBE5uZ9$zVMM<Mxtv~~mSD@4NCDYy|LVp1|^L#EPY743>7hSrxSUTRE0vE}Db|14!
zxdtsAE-T}8bgFUyAfAWjGe2GTBpQCBXas=*2XGz0cIdh!2l*Zj?7x?yp|GvHHyHwh
z+fY7qg767U>K>)4)hT#|zzgmsf^x!+gOcurS)dRdu=1Q>qKJSM`a$e+`xSiR!g*EP
zx`pyoig@MG_&T%@2n2s4+!*2g=_u<Zky+>|K&uMhnk1s_!~|2U%pQ-3(qr1d@&V-A
z0ZIza4bnDn-#TzW793eBAxmRKlF}4pOPA-F4d=t@WQib6y7)(Sm1LfG#;5`PG)Ox2
z{ajD4B;^p@BPe!j%EUj}<OLO7$LTrql`+V%>p!F05Y>CuELZqctGJ;LG@bW~@ERWx
ziV(<G;?2?}ONWDs<CLr)OGey;xqY9l6V^Jhuh>dY_aV5oP^aCFy3<Kv4I+-gttO&J
z%SaQpWFvJ?SgAc+KTSu<8VgV8yk{J}R>1y55q;4vB3$2vjUL}>#_MPyv@3k!kgPho
z*o9&}OWFy|um2-rZa0e8G?=c1VfIs`ikUp%<ZtBpHm|r4;TsK6d{olRI0$Q%WnaO%
zQ(nnDHrSz5&QsPY7IqmNnE&PV`f6(^S#ExRV4#U=TJvcnY|`?CXj#|9t+3g*GS4?h
zpzbSI-Or!48r}m-m1MQ*?J$DNy89<c96aVZJ}lWOkB~ogNTsNGM_rj$ZH`lI<{DJK
z%%$TVi8Rx#Kbt@gFHL92QNwJqn?O}=LyRDklBUEZ<hPL)a*>NzMOxhnD(1%hZ|9Y;
zh5raT=<#jq>IF$FB>Mc5={XZdstp3n!o)#tbFF09Rw}sL*$R;|x=k$_=EFJSLvQbh
zS`De%%dPrHu>&KZy+L*ho4jfOXrtL{^`DnF_m&k*F&Z2gX16L~l&|?Qa1Vzfwuln9
zkifrv3W-<XL*pd!{!eB~5Cq1&iRKYIqRbIeNpsqu8j;h0w|{@H?Id;8Y=(~&gpVnl
zJ%-pJ$+3I_K<jX+;P*zMap~ab``Conx4bK>GOWwj?T^d83p(DDdLG|%_AE>{5f86_
zan5Hd4^-YcQ%`qn(-wjZ;{Ufg1Jq8JHr=T5rgvk&b8^L4=2$gUyX-0fpeP-2%97Yo
zpSC|u0NF>0hkpk7FD7a6qVQ5I9d>XhaAD%qkr(Kr<lD2rHK$E+rlY1(VO=7g)sIo_
z0s!3HYA-Q1BhBwK#nu<IVmt#y#;=w%d;Tb*0CFhSj1?7r#6pG6wQMO0vbP>mRogTq
zyc0C$%=w0w<DTpC7RU$lTYRAs6qGpj-KfZ<On<usm_T<nR*qLLLJ*<HkjMbCb*L0a
z_*9=kFK!Ui1u$Dmv5s#-Yds=FOtWZ7aJhMEY5ze8f<{Zvj|q1c%(N>BO<kv#wXKc*
z{e#@GpsFL5OF&4c@LAzBA#$t%hbMf{f&lsw;y^`wB1QXwSu{UL#^Sbk_+wgG<Elv)
z%`|v#9F}c2%gCFh#PKPx4fByu{cnAxy#*CfF<XlkK<)9J<@B@t@iqOc%KJD=@o2ES
z_*GC%lDnPzzbI%^xfX}K)&%A(>hoUIrutr`{wRxpVg8A6!#l1d<*(Tq_nXvM6viC$
zaDxpS3dT!JYf4pDWtu+N+#&jmGjB5fdxRUCAme1-mzCYl@@bcWI(Fms7=|Qp_ip_{
zr+U{JS0O3uvt!F;fJ^J#R#a8`fM3|gs?Wjk9EzC)?dIKIYMsKhDMMJaW2jG3zH>rD
z>hNMwTxJ7F6OUP_Z4Y?>*U4U7GRN~Qk)S809OGYbs`?$8UZL4SI0qcWJ`CgWCXNTm
z{d|;6D4mw{PGEZf<rNVH@#C^pzFKjNGR@ELbi~Rc-6o~|y-R+B#*yo@za6+Kwkdf@
zGko5gH!r~77m3Oj5OaP6gT;Rp0Sp#u7(|w$B{hL-H}+Z5TX(4-t{rypGL3N$*D3_Z
z;}vKz8Lj&hX{PDE5;EHKjsB<ZX>d)a{*T7(FkQ~O&y}s4pUo7!M9U`KIe~mBC2gk1
zSZaR@l>cVUcmjD62A{3sh7}7!wT$A+4(?*z0PJT5s35!RM`BmMqw#TYUSe_I!#03V
z6Ktw1@Ckyl`-noMfZAvkia~^!SO0@NLW4(S7PFit+J9#oV-ED7k?$Xo-6cV+5NQEr
zD)SAp1>qtmc?{9PfoTFTTsx>PSpQKtpBJ1I9SUf3fM*8!{|=3F0LS0uxrabJVG=*u
zd)4rcv?}jA%eT*epTERgD`sS2;`XmAB;>~BujF{B|7PFd*Ywlnzu4bmkjwg-1J`JR
z*(b{GM{1_Ienp+?QTcvH%|HCbd93{xBpChEioUBJ4P`3TrZ2h-*y#wRtDW8$EQ?;|
z-gn7nnK!x?-NHvOxxIaR^y5$0QJAL*e&djt=`WSfB+PtH@1{?=br4J6HHaw4BEA?M
z)N^}zP^VW}dw7<cj@aR2TZ0M0+N`pP33$Tq!{ty!?+^LeaHa9Sg}(X`1GmsDpw};_
zRlix~0D`YQ$0pb&$#1()HOIH+Csn!2iTYx(R1L>NGu}a!cKGY&IDHm&+>Uh4{9i%X
z8J@I_(332sE220qYJah)-G7vrkNEgbWu8&=TbKo646_-2tjBP>^UQ+PBUA1CM=&=U
z7T;qf^T006t!m5@&i^jq!}$}TDA~9%;x&la*(u8!MDDOON>f(N+j%{^$dh|ik^#Jf
z_@L)c<pT$LVJL&2#OTpoG5YgLd15r#ty4rpg7cHnUmM;$ekL>vLmsb5C!T(z2h`$!
zki6%cWO&x!Yv1*1iEpsWl(FXvz0!)*zb8*doX>Rc(Uqp3+xLSNV#BL8t?H;y>udmY
z<1^CZ(=!#(F(t<3-ExZF=0J~X-a77}IEK)oW%^*6s8t`8uJ@m!k}4dEjJtYicpG$s
zr8lAl`mT^KBH?c*=8w~|)}c!uk0Hg_(Leu+dv4xVZBIxZ+28cS0)PT+2leoZ$P8`y
z=pQin0?OXR<;_AXghUnxhW;*i(J?-Isj|NOG#36<<l?-2_VZa@)<|rCkbvqHlIT9@
zF266*{P@k#NPW`s@LkKAXQt=#EH9x9r%H)2!@%-ir;4w;R`*Vm`^O8SK7`liUX8c^
zSPSuOWmJx)R*9x2z~s=PknIH@a+7N*+F^hNS}p=I#W1V7YUjI+a{{F2+i4GZ>jazk
zz|TBy9Jr0{aL%ls3H;LvYoa>sT!lW$x~Fg(J1U1lGOhpvG%6tXI_dpkeD_brSkEPB
z>@Q(@Uwd|Rw^Yx5U|aekqU_5r70b&ji}?p{_Bp%-2wFtO=c;E7#Y}ZX_t@#!xpsMY
z?l8RAS^C-FyB)XpG+o8r<MJ`Ec-vTb7<QL#K*RL$QAFfH2|F;0W0JcyES1Hz?wC~$
zCNjs$I@i&D-83{lGj#0~!hU@m0v{!yN+E8xDEuz-0v-B0zes*08y&y{gfO}aGUZ=`
z(YA~=R<HN9nuG#nFN$D6x_`5QOP@ujq_!c*ZGqEw0y#X)5m6ImBi;;qKD6Bb^-J8u
z%sUEq**o!8JR#Q}ubmb4?ERw}(C~xt{ENQmVjCHymmj99J6X#Xm7I+h1bgUSmAy!v
z6<fQ{YJ%9r#R;-0rT=tVWmjyFVE?1eLg<bttBB=?+iNLlEjKji&`%2QQ?EkcOkLc`
z5%E>QRwqdf=SmWxpX@33iJr|rF4LE}SrfK#4tY<*bCngDtlOwiT%B4VWErP~4*fgs
z{OgPIZ^NGX0L&}z_M*ZdvC>$(N1H^A78UHdG9~K^4~N^j%PMNFv!ef%F~9kC!%~x{
zS#=&TrP2{g9Ph&5q`792@I<=}<}&DWjAh5-Y^r^G!Nwy{62N6*V(^i^##8^2Z_Y`2
zt3{hPY{V-)H`DHy7h8~atvw6+rEg1A{WT#r!3#~&51XAtA%`e{I+ONbjP7EWln5X_
z2U7-URi0Q^FoT1F^&4<j8?AosG&^lQ%WpCJ+(qh!hyz=#`WNbh$wAvrgYKQH7^|5M
zR<DGT%BgVF>*1Xv_imse-Of0H;bASdQAqeudM>)7WfNeaHvfBeB3dC|$<QI)Ert-x
zYL)Mq!;eW8ga9}tw`>fD+_0r7gMeAgDue)m`VuIfgXvh|O@!}UiJ8odOaqAXXKL&=
z^>Pt4?`_1YpM@)YdE9Gc;k59_ZvAZ;i%IiulV-KLSq-|sTuMYNdBm(Z&7M&WKZK~s
z5a0DOhkgBN(jrhgPd)znWLM~ir|;9oj2B<NJsKd$(PpyiXG{q0wQ8`hF{zzZdm$8m
z3=zGnC`DV|3Ui|%8|}*F`MeEf8SiN#0KQdzH2&jls1LssDbHsg7S4_I!y<Jda8u#}
zdDz34fIS!)s;%94{P|a~)!-y+FPimC>^H2~70TM))gengh2-Ps#mB;#sX$V9!2%_}
zsn^B|(W;tLZ8dwh=r}Vr_^5jQl<XJYU8hue!DjyGC>X7~+E&GHQGcP=oC`J0R?AEO
za`EhaOR5T=jqA?LPYWJ+suP%gC5EABa(_M9fCk{e$S`f*DaR0GBHS&H9J9(75CNLt
z`412j@)M!={Y_}0&kgczKTP*Cf}qpQw$II$KP}IvQ>)WRZj4w#n)2>vDBgjzyyVBw
z(+=h^C_P~|I`|l$9d>-&AtR9hv5k)1REgajh_&T%I9;L1K;gGT*oe`=K;81op+Y2f
z%jX9nDGK?uBH3cwm}{gV7t<jpjYV{}e82M#QrSq?3lr?WLSA_1HDP2Mt{*?bNTI;j
zhO{Xbu?;0SA&Lo*?u2d;-A42MTR%m`58Q{9s|K`)U;P>HoQYmHAC3pB!QF#nHh~VP
z8U!Ef_9p)_7Ew7LIF`Q1VDK2DB7Nywbrw^0RWKcqH1w^9t~7pHkFm1Eu!6_DlH0VL
zJ(ZU$jf*4WDNnG*2DD%5UakY98!;y?^CpzO7e-$NE(rRo&`N-SDEt`<1Qqy)!m^nS
zKm~{mvd8%gW&BG3&B4f`)}`BFF(DY)8JhJ)KqL*uMIZ0_%m61bG|p3!_7B>E<=>&(
z#-Fz1MGP51%lENAEfnWw2X0v;bzd&(0Z@^&tm2#`_Ic9tWB`e{DR^SqCD$fPG=F*M
zxKNWv@lh4LP=C9K4HgEhKxw;kLp6DuF!((2r)u*0;F;Zw5b<w=74xbW0FK~I^2+z#
z2r0>6RL8^=d}Yfk?8iRo{Af8go5&Tx&QXwu4elkFGM6EcQIZ^$*zboWplEc5ohu}@
zwiK;;VF~P7wIfAHijw+Wx^FuCk3M0QkRxl9$hmS>Ba#UUtW3(a_F$n5)KJug?FQZ1
zr)b~(-0PlDl0@3po2gS@hQdd}rIdYJzb5Iz&#TNeHtn!SX1ZoCcY8nTs@{F^gQuHz
zE%r!T?}vfPS1Z-0=#o7fN>9Gb5oYyxBs6&3z$2!l&`94q)9>wvp|<fJQeT-<>31K{
ze_B?cb>h4=hb$kR6}h*vSLZ#0u!3*(d;6!-CZ&IM%}iok-xcVz1WH1|tF~s58B^WK
z#e}NRw4@4hd5Tr-=_$-SoqeoxGUDuOPG`zOG4q)et$!tDTc9<q@_E=j)SdO|n*i{>
zHBL*asY|9bwNjl~dvid}=0*8lBKV-~iPz)(U3QA)5bi{o-4Cvvg|DWl5+s$3^GRnA
z<YK9QdAb+Uvs+e{<(~UZ(toOI|L+|<Ao1+<)kn1$6y+Lfgh0>#=2tFz@7Z)AOQp#B
ztd9o|ZVOkIi$v9)fSNZ93nn1ggYEFi;DYlTE;g8g?1kOWxZfpgXnbo>#Dkw}VcMio
zNIzEODTL8WU=>==bw$*H@$G1n>i|pw{on16UB>w9H&{%9(mXSspgZK+VXwLhynN9l
z>6iHFM>$WAb6R0G3N39Y8dKP8BXr&mUVEO1q9NPFT{jQL;E%v!bTF&tJ~u@D;K>GE
zwl+$-4K_#)5cpN;B6<CgV~!|TtI!x+Q4cSq9a4(MSCk^7ihTE<xRw7s8XqYY(`MT9
z9!`#gSHBB*b31Tg9~R(vJ0OmkF99(44{l*_Wi3)nmY)f?#7QgdRT=H^fQEO_RzZyx
z&w9y_&sJQd`;gA&;_sff*B%o=H#G>!-JaZ>+%J#g)~OlxkwP-_dD+*9<x`OPO%K!7
z-p1l+@!=qF#_%16t3OA+o#j6iNXmeZ(mm*I<>T&%1kQ#lqIaxrT2HCxJ4tv{8l`DI
z82Z>}`A3_N!h>V~{)MXE`r2o)78CY~EE{i@FO<L3?iR-_JeFYA(CiJI(tDh&M#60k
z3MHse`k-p#SpwD%6kt4|wrY*hzW<X)sqy!%WFIrZQUkPxs~U@E8&OxHa|cY(5fC$G
zEfaBItxoq;JKsJ$t#*yHI(>w;5ZWn0_=z)-wGuMpA<(ka_+YojO%&Ry9M|@}&uTF-
z-P>Y+dR*eC^F0O^4z3ejF&WZt?3fi-hBND9l80ATH50&CeWyk*n<>|f49GrlpB_+?
zULn2OVRbw{Y1^i;Ux)wgZapLp;x{rE)!L@5A}pgV<A7H1&{c3UNOL`?AmC!v7wkun
zh38R)Kc*slyoqd;Z^Q9t5;|m;+C=uZmy|wwc!6gFrQTBkK|}{RC00NBYQ|sH+?m!5
z`d)%o^!QCqae?>PyiPa!RJLrLrADXX9wl7Lg9$CAnv2%-Trvu8<4u4U|C%&Y3pHm#
zuY78Qcq<-9H?;pbdO5co-KdBrxkN6qpa`R2IOr83om(xmcY>bN|MMeQK^_ZRufD+v
zO4%XUL>?73wq)&smYf)N7iRX*AFP&rY}a~{`=I))Ehd?0JIA%Mt`pv^9?5jNn|EFt
zNvVnPcJhZB_m=2({jIaFzb);=R>pBzV!LooA-oO3Sx&D-#&rG5bN;!#-gNTpa<~1R
zoA)lK$)^%D_fL9ZgP|z==N8P$Ol0z7+KyxHMtx4cyOs*S$NEpL_2Sm2l6zs3`dO7#
z5)+2-%G5nr-K*C`H%OrssH^Xs>-F3b%JdC^#2as)Be{Sh&wsF;dy+e(5_|hn7)#)e
z8IgYhgZ}v!&_s72V3if)9Vj?`<xqEqQT%(e+S{CSY{G)-a+W~sn_>pYN5T{K%a^Y{
z6m9y5flV8)@XXM(LA-(JtpOE(73D{A;TU|P41ceg*UM%#jylrn!;EE~>3u0ZA)m-L
zq1m(eSbWbroaFj<^zG%7fZ?x}yK^vto6iOrc|uG;gAO4yVvdy0S){$6^eg88!g9^w
zi1J9luj0%*EoztOzDin$`t%eKBThg7cD|!wmRwfKZRl?CXe5HeaS%jZCT5l#L#&QT
zByCc}??l|IluIR&#(U(2Z*6l-9G1W$XF*~K_oHLdmX>iZr@Crg{sO>$M#RrC2yrW|
zCrSk%JaaE~s%=&%@bP8BZPH!U!gnSb(=Yn2U%hWM<35Irf8*QTABmEdxO9Ku6<ol&
zjkx+PDu+d8=m(Z)y-E+YO?;_j`twcKIZbaC>YIoi=F<Y@1F_a)MA}A>@ab4jvwp}t
zqRQ$}u^!15Jz1u0_xuUJ5wnW?+Dpz~Y5^_pTl6wGhhS7s#Lr<TcK6w0u0P%H%=1K+
zr5x+s*^OC$P^_VNvbRfb7c&BriXCPd8t4C3{j}uW?b<IkwcL=gscdA9y2jM`*m_@c
zQNl=xcr>Y4#F=`Es09ljJ2gvJUfa)GXxY^ZTXn+_c;{2awJROYgtr0+uDxAKp;b0I
zY;c&0tienC?(8czx;jiq{If!txA%`;`70PpWQ=SN(9(}cyyEu=E9#q)l-s4ibUx%n
zi-*Ui)FsMPqL|eptn6>WKSV40>)WJX%DsIdH-3-8<*b<yW3UiHY@j#wOdyn?XGFW}
zVZSk&<0m2W=gG{0#sw|EO}3z6mr-9`61ONZz5BdpBl+)?NYa&8V*<_Uey!v?&oLZq
zET(K9=M<qttnTTYB=L{P{KY@5iu_47{g{H6|2WRzo4CU)#}D#U`)JcTJr4ESL?%x^
z=NF6{3Qn(*+Nj1*B)B8OSR7X!w;bo1Heuo8m9>VMQTZ}o*dBFee~~g<m>_!z3#$O~
zaS4e}*T<(yUGFQD$0f8e(tFf4;nHjKyKi<AzdwB{fWH4Z)4cJi1nkqDA5Z@2`%x_s
zc5TF?!`?#H`_s8Mowm2<X_SOND6XyV(f&G6EgJ3Xl%x^(%--X!b0e}#L}E|<82>Gi
z3$1WE0!5RJm6Ej}!ytxc27u-Cg&i_;u|oJ@itZjTail~6ivKDURFH)E?kyb*vy~Jk
zXSv!ra#5oHFxBEx?d$dSEItXS`kz2NOjO*nCv3CNz&LbPT5}JD+}|oR+4?l|bXb`C
z&l?ldBV&mplR!v02J%`u5`L2U6kPzC-QgpbI~Yqc6w-VEMO6A<HD|$eu>jzP4+aql
z+ZaKM)nI$KuaE(y0KOsn3<bK!;zwj;_hjz|;m-HMxXB)KlF{F5E0H1tJnPTFVAQI{
z_T~xQ9I+enpI6laDJ!;BMXLA&^1Gu&p4CPw7dv`>KQS0J_As%tg*fo_?I7FR0SI*H
z(ft)D_aTy+CZZJw(>58<GwDVmYcXjiH1mqj;0wQ)Iw<d5hIJO)DMIx0_LmTT|9^jf
zHhPLZYOG+wU7gu%*guGUVWRh`K=;jyeA(N?QcPa952Wy{xRQY+OIia(6d3~aw1zjr
zwXHCm5zx4Q`2b&8-tH<eBStWDt7~C!$%$`;nz!y>)Zujt{Tq*ZaQ*Zkhss=QSqFU|
zURGYg=}%B$m++X6&agOCAJs_@+@CmeZ5Bc*s{JxdS4@WD1Txg!GT{MaZp8NxOuPwe
z>ZvHOE4Zs4UHbMF0aA(yE470B`*Wh&BJ5a}b0}ku|KlS?b2LIkd-(GQDkWFkC&Q)C
z8~tZ=sw63Oy<M(ccXC{WXw?;0h|IVcQAC-qAJ533a05i1&vs9lwZp1=VLNI@e$jD#
zcCo&!1JegCk1*98HE?rTrNpw*M~3DTQ**ONP7EjCG$O<WEO{eAC95V#<Q)y*(&D9!
zXpa02IrCy!lP3XlR@;vq=hREVp>M*2b<=9k^)x08)Tf!Ttq(M$WAr}9>LthNCC9uc
zCI}{zv!0|6&x;Egiwfaaz_oyU3`i;F&M4>1D7}Ts@u{y5Ylo<iDoU0Mis_qhLK<`#
z94o}fwSDWlaBmIbTR|%B@i9TwMYuFxaA}BgnXe7LoqI38g6tQlZ~&9qhOEi++3<QN
zJlJH@oSDaOJ&*8q$Wnxfr23U~Fmx&I`_lXGOZ)E@kK92L2hrW2liQ~d${^wZep=Lr
zIZa?NfQFdIhk*s%m6!OxKQGxnKqe$$gBLd<!pH0FE9+gWYy;LB`rTRO>f&Z!&~H8W
zu9HEe-!HQ?w7X@<DI{w!E=ZgN-LZ4im*byz;|&J*jVq!NQH}Y5KTm;p@lC0iwt2Jh
zzF{RN5z6vclTBs0Pko(3Jpnnf6B$Y9BQh1+u7S-bT$=@DRJKTlO$E+@czr!Lw5-}x
zNn_dssi%GV!{Kj&rVg)zzEy0N4)}H~22D%^4NL^h&tn>w<(@Dt-M$85-*xCe1RMae
zDQ|2<{_QGm+vi!BX2s<MKAS#2G2BMxeSyg5GGT(-cyD#Q`D=X~Z6bkirbV}VNX}wv
zAzje87j*i@d(>%8Mf;`lTm#nwn&_Oo?AEVv_*tdtbE(sfO@`j#C0n64{Iu>54mwlF
zQI;_xsgOU!CzYBUf2s9*9%x8vVsIsgZhd)Ad(xMGDOXK&2WA7HH>c9%9qh5NtXp_(
zq75jncE^$(7AdAoLJY!uY+|9%0db<pCBH)SlF4U-=?m#YG@jJUeoorjm|O2qy-l}|
zL#uJc`V4M~$K)|ZdJ#;8kV*P#5gUCF;ggkOB0ft{*Y5gCUPBVXj#E&r6_JxyT*5oY
z%KPWRl(gK}UnlVH3&HOav(oLB)`Nao@BTpQ`*6|R_ZzzVN0=>mg;#M>y;7)piqB&m
zi+CPjgWqehy!nEm)RFN}`jeEOI&#OSmc^Q1_9F^ulhSfRDCH$rX)vfp)4A~RG>)=G
z%`Befi<uEbX#J-4qvEM}ABN?Uju*Ov3Hy=AP5R1G(UO){hv6k3#};lMMR_}(rG#F3
znXXDjl>JI=w0`%X<PTrFw~rp`aCI$)zn;~oD*L3^br!4Sf%fg%5RIqOA3yZ)jlRD-
zxjUv2zJI@#J$#ar0?Uo&7?N^7q6|v#)snt`go}r0+4PX|Q*RvFcIrNl9C&S1qw$J^
zW!X*_9{yA1jVwFkXvf%H0S6SbS23!65cc`6cII4_RR+}zZi1li0tF-NcDF{G<>_Qr
zo|IUpt75d#_&l>MuUBTQuE*-(cboFJzauN~#w!zT<`Vq#l&eOxY5Sy<rr+yCzPjc9
zT;+SB=Wk7~?T-?|zV^IV4H@@8Ew)E2MDBd~K%H*C9V|j9Qm@!^xayp0T#`UDJi9zD
zVU)3j@6g?^x)eh4G_UT8+KW@z&4<oAxQQ9#Gz6`@uz$H1*QvotTx<is1C)X;OxWzE
zWgAARwSAE{)ISw=g>@U9>Ym<Lu&hxF{l}<{w@xiuDOf2x(WLc<_oKb9=P+8s_@?Wu
zxAbmBevO%2ans0Xgx`_O(tdC8qQNv_vOC?#PrJ!#tH7cubEW%AWhpz<+1*P29M_UI
zy}GN~^Gol<DK62ik`0M0mkRzJ7d)P?`K;e3%hOgz&&vMim2`5l6#dUORCwfG4+6?g
zEKNon&_hN}OoeHywDw>YM}U`Z-H_iT90wm``7?7-j)mz$pj$SE9K=g^uUWWEsd`B`
zzp*PochtLXK)vv=eC>x1>@U>$ukBK9JO&YjTPqYg)$NpwmQnFvZFy_r1Y9<K>-R!(
zwm#$>M%An~mYfv+xT^ngURm(xY4kor^tD9U<*zAh??coq^&_<GhVu%v_GeJ<A?^(_
z>+3a!=O>otcPKVR;O~CM>arWSG>~D}Ag_pH-X;X2ba=o?QwqFmFoP}R(W_89tN{Fw
z_sRpCoTYh%xFdc19|@C1f$1g2a<xSig$N;w1O+KU_>zW?0&jif$5;4pI<71M9x*9J
zHU1S+ybiXdhT#_mPttM6aaAo6qqPBTgx9}CcUU{Wlw$hz?OlL1Y2a(pAV<R6#CH)V
ziCs65+t4MU=ZpM83(uxag{RDf^vwD6GN0>ZJWFN}_*4$os_ZHJ^cfbHkp0VhJKmQ7
zr%~<dtl97YD6se4ozAD-yI&Cy6Uevm9RghbM-{1!9U~uEhP$#BnzxCwnJmcfe1sBU
z5S@XyP}2P{vNm`vXDpX~F&1p^2C6eGUw`=V&P5vaFOrUv=vYs~&(L`O6_vWCZw^Gt
zT(Em42@K)K_|HG!M@j_?hK*A?YiLd+!ugDSWT``#$SBzH<QR3&p%(U!R+v{C*dH*D
z!KF^y9`=w$NfF3&!`$AqjC)&5pj4+D-cKyEs(;`X?Fyx)IASY9v~%+`IDqe+hW1sV
zC<@H@C^vOPJ@0-FwSD=DhehV37z=uh(}?e_)kd-0{N2iA#6G{NKQ$-7`Rw`iEn;E{
zhxF&w{duBb2TP_pZpGhn2Mr7u936K&zTLZ?V++B7p`_53{87gp?w{d=cR@W;?))0U
z&-=<ESPHCbJp|W8IX9tALuZHb8&G2>HV~A23RLlexrF>$Cj4ePl4hnt>g3?`6xCBY
z+AYfUu!=kX)-32tqNFY?8yi!QP-W&V!d3{E8WT#Y54o48US~bLw?16DKCFzxSd4q&
zR$H;BYci$MsotRX#kDNp!QgwZh=#Aj{T>8C-$%_n$jd9XwEc(5D(40&=eQ2%oHHBg
zz>oZS6C^R}E<F2B9(n&GsNId=+mW0oW>u?!2(WY(_HXJ&6i~=k8hlW}gKlr&BcR17
zu&D(k*u|IImpY3u)k}=XJk}>@<)nQysUVSUAP-g%gROgUwQ;<$-l6jmj-o~(yZU&k
zStYZe*mtgA7R-YV$1G;i2N7NUcPy&(4(CPU)8J)(&8(mJ^OVixVf^!HhRQ0llDFLY
zpGFKmYNIS~g_wggE9hVealsO}%@73F=f0cL^7;;PGW5Vdi$WQFPbou>bE!I*t4phV
zf7Behcy##2!5y0SoPMqX!8;*1SOH#&<P3u(LAL}kVodHY^j`;*R2!3Xmb9ua#U#n_
z2OT!slZOL)35|VOg6jAwOHKyQZsT?Jx~`HB6hw8Ym{Gz-7K~dabp>WLN!xfM=xsr8
z(pY<LYmV$6|4X661*0FfD*Oa3)yCc_s_BNZag0%oncL9peP=-_bK=ow-R)-({ZMs5
z>rYd~Uuiw<`1)ZhCVR7KIA=H&?=A4GK5xm#;KzIJzQ3@kyC?-xt!w3`#LgdG9)9mH
z?$<o@JtlGa(VBBxaws@WXteQ(x=HPu5(oK*S?IOz-J3o^ehR@4#%Gy6#Oz74uMrkS
zE^6pL#tG6?<YF&0B8yrfCr<f9WUH852*r2mB<RWxAVh}==RdcCsMtb8sc>i?el@;^
zB*KGly(9hJW7EZ3-_2osVZWnsKt7f%`3g-j-9$<EowBzIr#-?-LgqzZRmNl#!yfA_
z{uj42#=dX)Gn@5qy|`SpsW?UsG=7_w<%i`9sJk8~QLTL>WDx6QaBz85!j!6-CU;J!
zyO79jnNb#F5U=~9xn@fGjL}Hh>ejorEoxpZKq9@E#V-7zK-zz*x0q+eIyRl|_IS*L
zCx+cT#@~!K3{;E%La|Etst#G72AQ%pt+6(8Pm<cRH{Y}P7&@OOyR|4~lu|25Z)b$}
z7f9@fy<~NzSqmt;X-xAlG=48=aW@TKE4|OVH-TD12OP|0@O8*D7HG0)FDUNcF8zu3
z0jCD<v`=w=aBXCQown3BJP^NG-Bp|<=hZZ2El+GTXVHrZ)gMl20<%|?uFM_uK4~xm
z-qzcVL+u7>XQ?QzCLY>0#*cYlZPY}c#Tsw9pBNYtwFy=FRJDDpgFWt-n~;`{$fE0q
z*=XK`pQawlM+L6TdO^hm>RwggZzN=UE@fYMlioR=(-k)M_%RaGL*h92=U81<k~h)H
z8}Hsg=c<kNr9diU;&~Ot&wFhG3DnFNMr^+be}{+ZoFog6HSm*au8}<Hk4@3(T9R9k
z;8OrI8_+c+LoEuPlT0T%vg1aw2E#+-U&t{fz(+gqaEq|n)-K1D)p0|(7-`;9NIDK8
z8#wSml>(o)K&Dc$a5CQ~fORu`fF<K|iLIV*{LK(}Ff8pgL;N-U6f!Z0G1_Vs_i#%T
ztsA7Iw~LCeu`MFTy2Vxag&#vc$DYpw!}*x8ZaoJ9_kjkY()(#9r2H3hx>cbU_AbCO
zI^YYy7i!cd!co^581s!|bZFp4!^PP0CJvTQ8HKEY&4J`kvdCA7@azp)ZtU@Av=Ml2
zijmD^xfZ=wNEYI-7`PNch;SnKeB^xy!$tJsV*n<EUA65D=z^Hg_>ag0F><eNh{B*E
zm{pqkU-0U4^cS@i=nJSxUKr@$-;l!X|DdKH{_B2-?th4C-y`}DDI;F{9cnnYEG)Ln
z|9r6kh(5MzYyO3hUm-uo*!Cdce3ZNo@7VvAO*+76-7HDpxPA;CJ&N3`2gj`{p5>CS
zGyAWT%L~HzWgSJc1rCSS0EE`2=E_KM4$PNi#3Zs;MAT-B;k(bCV5OpJK+}#we6neD
z0Qw6S=n7Ph$;zH#lhlu1fxIEALhp@QKg@#oE&;3<9e(SED4GdZdX*^bQE@>&HX9Mr
z3-T!O+zWoTdG}5bGCS}FzMhu;z)fDNN?4?q@$qXXP+({V@zv<xcYX{k{)99hU+;Ev
zPZJ!6#u1(%1Cne_yoNK;YJ_55x(D+!ny+TfjL2Pz_uYj^{pPyy4omJGy#fg_$Fdd$
zT-8xqY>B);e%%G46<2cmfk>Br9Yr+bRQ&q)a^nuL4qMh&1T_{!oI;X3@7;l^P8q0A
z8LWC$Smzd6<rW5j3cjxQq%*3gEShapxz~Q|rQR3||7bu;DG%$h>}{=}l@;Wsd@z(A
zX~G#_r%#T`+47+?JipCnPsInJ^cR`Z4=io|S8%a6(P`#dB^jzu=vA*)=kZ!^TlylW
zdFw+N_1#|Zzr5gSAmKS9em>KDE-bo<+!Diqg=M_)s%xf_My-BPzx?^-@bc#Zq){T?
z&*}=f@;S8A2Ll2)emx+Ci&0CXENic?OERH$npdkQ?JM^+gTUJL?nfwD&`KAS{eKPw
z*kD|sxWJu$2&iM?X^b}(R;VwDh@YX&4Sqk_vBy!%9@C2#+9m_<KXvEDdX{-k4LnaK
zN#69>eDc+{OQ1lm6*l-Wn}DDQ4<I~j<)Syc2B-?S;%cY*-TQ%TM(Yobn7)p0Zv7o#
z!3%?fO%2-)OcT=vzBXu%Aq_w*(nNmR#Bc$wlx7CUK^i-j=BN%tuY&AYJQCbRYzRnu
ziK^q}#c+dsfNZ8C@iOAkB^W`KL(E^j_u~y)u)ld-B>q%k{-HG5vZmx#sQIMGEw27X
zm8g#Ja7-w2?&7dwxu&DW*Td5F(5%c;3}hkq!@xO*pv9uvBkqL^>q{nJ2L4`PlbfaS
z1x<pHM$9|j=zM|mX=4!BjZ~h3OO@ASM%VK<3yqoeC(qjcjK6MY>2bEXO|Z1`V-1Rv
zn?2!tDjY+}OW$=R(6%8PQq|i;;P`L7VxD!WYW!o7p5%nnrSM;iJ;pZK59hq4Wn=?)
z^Lt<x=EmuLOTO`9>4`QauB2nc=Xx+^OB;lS=z}iERhA_Ncka3CFz2v*`<NQV4N=H?
zp`MsF%+Pv@DO?=)h*?~7Dpqx?pQ%kFkH=;h=HN_3)e<$s{Y+ktU0(V&-`kp)%cs-^
zS8kbE<tl<5^6||0@RQ9*P+B_LvukkJ%Htn=(fPiNQco5n-OJ?DawWFk`pibbkb$~o
ztzKZPvHoW=XtA?I`S>YoN?NXb`B@fN$>y5Pe1HEogO8|V=2q7n+vKxT_H~I8pX&*~
zkbrBhA20I5Sft81+VPc-$!4~=e4l+6PdtN&UrBvq`uKy*W^pcG;kPOI*-P=3|F7I6
z&j)zLk1g4gL9JeR_lR-1zASw9A!_-fhg2S;+rPS4ru!LXlb=qDF1cbyh$Vsp91?su
zbk0rmpj;@Ea#xEQ6~<l4+rHgvx5Llg%yxSW!HCsVjp<HZ3_OPCplfqkYE9q%ACk^H
zp6d61<MuH-GP2^>D>FNEj1m%w%w(kO(MMz-d#}tSGeY(*dyfd&BYW>-9~|fWZr|Vk
z9vqzWzVFxdx~}Ktx<AD$N42-H$Qb9@BL4b`(p08itkNeZt$d-}-e-Jr_=orrC!=tg
zbJ~2N1Wn@iIu$-LU#PY_X%<KwL+_9a3>aO9IP+6T;BEZ(3DG)j_BBQoWW{7KZR#tg
z#AtjKE-<>S!cNF<@VuM9DCw_O(aN+5COxa-qQ8L4;g933a^v>hS|K+t;RYAKIf;Q?
zmN#db_pfqqwu8n0p_RM(?YY)qLX6wISm%y0G-FV!i0pz$9WK^cs~zr5idL3HLbb;L
zD!?~>^w{Or5PT{egMS3&V8@!J973_($Iurj+*&Sx-tv8pgkm{xpb^pZ7)4tD#T+vr
ze<Hfl*}(`B2ntuJD8FI?8L`N#e}@axJqSD4)w4m~Dfn6x`il`rChdg31f4^`Awxw8
z_7arzy>L)Ux(Is+q~8mQHyw7}mrUPhioSn|{Qkp5rN`#Y1<9MO+scQP+0GgA;$1BC
zZ_X%o&dE1Fo^F5quvM!}L*C-3lQuY?Rrj(Y`2{=f`{!2wQr=FbznxN4HnXho2&${N
zO@Ma+36ZGy-$Q|!Qg)2D13&Zq1;koP@oMQ}8O9m}8B@HYw<#UyV5@!zdDWl5H1+|A
zxRm7(b1*G(A_IRv%_5P2<$mteS%Havs9oZ@o1@|LO%6(H_yd#g&1@-u0ZEcE2Ovuc
z20s^Iu4?t#0p2!07^OeXT@ah~9+K)eBSQI$t}|++3G!mf5y#2#CJjYU7JH$4rxUu5
zzc6{u8b3johR1#6-ZkAM7jPxguMaG;_U|ykbfh=GB=)_1I^0Xgj;1`l8%cE?dTY|Q
z+@Wuw5(mUWDXJV?f%PEi<{^vjpdnS1=C->B_~-?EX$3-gX#6%7b#A-i@6z`&e(+^*
zOX}$0Ng5kJFbzd^um?3+7aQ2HBk@C;SZ_|H>dCLxWir!x6kvoBfm)Y-8MUqvZm=8r
zY1=xO^D^_>#A}}nDIi}qZL8oPEs?fEPbV93;Nt&~67xq=bGO7>SnPi>;T?ub(jb6M
zn-w#><xw_zteC<Bn0CQY2x1@k5&s)(nTDHMCyXdlfE;cJlupKrWpIX}%xO7Hy{p78
zXv=`9r9(Up$^p$+VbO?gloCBTQ^hi8Alz#>z;DPPgDuzHGjLA)lbnKs7BP7tZUR6!
zstQ?(#8DR`IfTHrashnmxAgUJ(5!2)m`S~KPIO1=J1Q(5D)elkXuo!cWfg=*_^^xI
z=)iMOG=&G42gB5!!*ssllo!q-5yYL&8$CGis1Ls4BNt1={;&{^^H7ch=;L{2(w68p
zVWqNjA}3d6BpG%s>^v!M=WXV3Zo@@bmHDq<Zp{^*_06`$Gk;CBCtkj|%g=klA~#iU
z<un(=yp|?KH?`+gJmJ8t1AMXMn{W|&G@hRJ`$jP1zt88tgz{qiy0_qsi!ffBxXxcT
z&KVkVm^Sh+Pz6QjZkw3`>DFB0pmlK$L5&p-Yo?yAG-h>Il})EeMC)I>J4Ic@G}-iI
z`9~XM7`Ay{D##D?UA$NY%TBoEeaF0TPBkhWE>5kfuohjqw4;GDqzuO^qvq@fk?mTs
zy*x5~k8o364Ek-<##5syrqt4_ezeBiX-OZeIEGj^*5q=jV+?`~@7HHvCQ5wgd@T`G
z2e<h>zJr%+EXdc{U$Rv1(D+XDAvWv%L+UGc#*GbH48LIr{7*Y&S)661=}*(s0D>Ha
zaBs7mf0Tm*`lXK`Jk7zMb@*(pm*F+0Qty9Ic}J4G?(j_fFaN}F31-3F6l|oz@^*QH
z_R7IXE6xeAX2VJ{yi7$cx0cu(&l70u_#D{2wkN1OANAHJ3e|BJz4>7?XttsAGgzW8
zv?Vox^IZS%%aQJrpWD`*#{+O{S8jvYpI=IUOXgN4#BeVcn~Z3OOsp2Bc(~>>3gg<<
zU}Zpm{75}|=HX%DVDdkw+<&fWZ$TIIIw6*F=qaz9a=fF~vZTBaRw2a5c7c>ae)5m9
zRi)%gW%UDi5W>$f_YTHifZ1T>7@FpeF)!+c(?dnN@#MGRiDG)c;o|qt^tgw*9FMAu
zA54{`@1C)^S;3E>Ub*OwyDrZDGLJ4ozu9l8)h>%0dnA`Ua4Ps^UEnirfEXWhpBwwo
z|1SWzGwAVFGRBXa$In~upm=3bHj<zZDQ97w6^o?52%T@~-@-z!T5rsKFbvNX(uo-F
z&`b6&qCEDx$_E`wkF{7f6(u0rglk+IW5fws;@Bzqj-c2E8_jn>M2nP!swkV~cEO2}
z_;gsjn@A`kZX3>u6?ujV<x`b|VU@-Zs3vAGRe+bg&@+ly1jaBdTL|K3C|Y^NLFf9J
z&YXnKA1<A7kA#)C0H0$hN%IF#WX=`|I8+sOcPAWTw`++$q`j*Dry}1QXz-ifMKq{&
znBm-t!J0U##Blc=&;kv@>T=rQ3QLgmpcV>@KRe~&5`^ZzP`Xr^z`D2Z_lOolgV2HD
zkF&MAo=U~T^Hi0MW`X1H(a-0Rh&D(|Tvv-90n)Z$Thx4V#dx69Djo4WO_?Yp`h`P#
z<j7sD8TaNFe(-z_`21_oa)LqNfdP%=8k69xy^Pn9B(1&jVd!N}j^vZa<;}JI({dm$
zt9bBX3Qk8M<QlA3uUs^j-C^CvA&2)~dRw0A)Q_2qXcb=~3h{Tzh~z<vx8QL`x1s)Z
zlukDoNWd*W><}GD;EzLUK~?<y18H&Xhc8na4t(??&??tFm(KN_{yW?Kk5So%y1vpO
zNaelovzdg_8J$u_GnU*b{CMboeHBZ!ONLSTv17Hqd&A-n!UlrXz<f+)-BJW(??>Gd
zBOA=|k`{>{?%mb_J#h1w-#Pksa3;5V=sUF&yhxXM5`HNB5JrrHMRrk!BSfQ+9h2Xd
zoPYqO(!AIS%Mc*Ht`<KU9pR0D7e~PjA0LMP&(Fbz>{#xk<J<+h5Dd7(CD3O7ZDLl3
zAqgD^F%->RAR$oS-U|PE-eBq`qa~9TD<yT;rog1I#HjcOATEl%?IMOJ(y(J&*(m7=
z16N@D>dDOBNHQ>Ak`NCgq+c6*R5o9Jc(a$fe(53@T_&9-R8#ZnJuY_G7yowHnQ<0&
z(WNEk5(=*A-@4)6;&-pD38F$_Dml;)jsO%sQOhRT+&;y~B3(**#&O%(=={V=DL1h%
z?lRPcf_NxO_vJ}aib`Z;03qQ%KIF^!ZsBxull|y-Ww$HGNY|pi#2&`V)2PS5Zr-8}
z9L$_Y!ME5=4W7M1lSL@t+$Uh>@$RQhG0ANc7NJVu_VPRwmge;HGd8NNalWN4r)Acs
zYWJ8oj6i^(%;-B;&57iw7BGHM`VaHp3%dVkCQk0C=yV+>azsetn;nHP5AahbH9iM!
zKCEIS3SYHqney{MS00uGD#bC!^NcXQSpb@e4p9BVWD|Y$;-P`JOc=Rtcnq%L278g2
zE}_zq+8A4IzX9?d#>lev+5MRB9Q))4`k(kQBmaJfaehi&q6kl9@7?P$x#E!FeisnO
zBt0K`mzCP@pDc|uM_UW@-T)N&i|2aDrMhH7G4IdXrLXM(d$V*`X>nd<sMo}o$m(_2
zh*CSx>vZB5Wn>J;&@C_hdBLYVaw~#gM7BHR8&iHt2rVTTHF!wwo10TEP2KzNAzG#k
z;Cee#gxHV#*y37qH6_}p)#8~%Wl|O8mn|OjJp814mRsW~)PL7~_@9aO-0<sIaku~O
zKXX=pYdrGrX>vWP{BL}X*QMaXcJ^;l(|O$;{l@&%Rgw{_&it<@4i+zXpW!2Nj||KD
zF`pC7GJu?+bm1>#OWZ{0vG1U2Ym=fP@rPk|RSbdeq}b$i=FQ0}pV@JtvTPDw>g5Sf
z@sj+5QJ-DZ2Le(2?#5=_zW`Qd8f#3{VMR`v!J9RR(c2)!=<aciFO47Irby_{2xm#U
z6U|O~^=#%u?S$_wPyY3-O?aGz25qUhw{5B7D=a_D1?!evSPHA4Q-Ge9j2A~)c6%q`
zD}Z!vDM2SYtpz)>40_4~{7iRa93u=HunjMdO4@)C<F&nW0X0c-4@pA;5L0=;>fnM_
z7F~kzGZ+gdfH-R;Ixu#Q%A!tXdXEzCTjsPx=Pt|mL8{r!X2t3=$Rik7lInfV;n3J3
zsYP><`)j+#lr)<aG+7q6SlIr2XIpPWL=rY3n=A?ZK{4ak8GpPM*0Cb8C^fgu<6Wda
z5QluVP@$QAi1KqV={~($EZbGa!y;v`HV^jR+&s9c@Hn6-5ay8sd>KnvK{g5)4hMkm
zHx*8O2=PaNUCR)B)dCrb7)(bg@Be&&Z4HNq9SQ^c`1AyzsO<0<=Rd--p_|w-!2yVJ
z>4Q|`d2xwmN5`LUOB>#m`i$#dM-(1K6)xvi?9ziF<BlLB={pJtPwMrX%O>T^x$Dbx
z`Ag>XdIz?-cXdK_hM6WEM*R#=!{>Fg#8?(DLLI<)N=e@eR~VxO&V^BgpPoV+T!a_H
zx(RnC<tcCpICjb%Dfxs6++12??$SNWA8{u+6lSHO2(%S^7sB}F9X<8u`$BSSupr)T
zw9-gb8{9yk72e58S%C};CUnMAAY;V5^pUieUxegTT?!mS-*YF+2vbmya%Kpzg6K>z
zfuPcnzl!h+5Rnid@3xpo6L|3LrPaXOKWWb<(q(=@B%K7ONtU6ZM(X{I<Kv&ccQ?Cj
zln==>91W=iM5Y5&Sn=71yZc+xBh(K7=$^v_!(r0=E!}MXjhS{~Hl|}K<}At2<?m!v
zoAAs|etM10pK(g81=X9^&Z`|Cl*d2dUsMf>zSQ>zmECJuc%p_nM3RJh#*)wMzn9wA
zmfDv#dzUubH#gt4&&GAAsPHbV_@6m&*I=#V_46a#B?z5A5ORcn?Pxaa_<3Yabue_Y
zY_|=1><m$Rbs0n5{HGpk$xm@v;J{xUO1?goFj2N^+_!67a;o2Q@)R8QmYq8CEI+-)
z50_p@<b^lRuKASpU-_n-`_`Rn$DV(Cz0l*+3P(NMgB&9yDdUjP?6MHq=V)_*_DHbX
z7`|Gu$F6upc^{4*ZEDf@8l<{6-oIG+y?WlCupsozS1=UDqIqip)WVo~Bd-tr&$}TD
z49xB>^rtY#GdGhxa?@>O=J_wJy1EQ|hX)e|AAi0k_Z5v^h6d|&5sq5x;sL@vaOqJI
zweXsh2y`sckz%qZ-sju`;v%D+sbeX8cEq{4X3N63|82_gm;7{A$~|7(B^NN`(p^B{
zNa#ThMj7%K5#}o$q;e4oeUc--+ZFh!fE9xrR6zZ~#K<<aO?u)<)uZ*<=OdZ-tNhPW
z<Vt#GL{VKzZ^kuz)*h9-DX47BFXnuuyD9sjzz2)zo@*$ob-33z1dmIo8nu|Vc!X)|
zK7<N<h%dZzhX>>Ll4!ZzZ@M+=fjG65Uc#Wo2(GYYx9f{nYCT)hQOyKpFYqoD_JF!0
zUNXfl-fwux>hJfUb2_dS>fQgi6IMV#a4`Vn=EQd-pvA#|SQ6WTwKV~Ke<<7lc7_kV
z_@Cq4!X(~$ma9<mu|20|521Y&*8FLLNYle68u5t%9fym>305zl*>Viq0Yu?Ei|+ev
znYlx$>QeX9-}HW_dr9n^MH*saC`7S&xXGWpoM1}935h)B;qS2W9aNXLdcYKa^)fd?
z3#aZ;K%b6bNkZwrx0NLfzOC7i0sJr>0%>hEijPM+1fTbYs=BtmmkOg5p12tuMGHSY
zoS2N?*UBg7DHyczNm4WEjY14J61QJJ|BQ|5fww;WCQ2N%=u9Iap9kNHGcEq8M5xhx
z+nDQDw){f@o3`ga9}2D^8H$faeq^uft{g)7)>Je!-@S;<9bzwW(D+gNH6<6mmuO`a
ze&3LelIcV|LGVx}{67K5$JE9Tnh9yX$dy*%=C4J5&GF@O{~n%^g^KFT*SM4v4PUjZ
z{~Z75oHygyo24a9mIU$v23m}wHy4@^TYh`!ZAr#~QRWkYA->Z)iF2+a@A3?H`hxGD
z>!Z!|OtuwIjoaa^g4Svx@OK`AzL9U4d;&y-hHJA&DipD`LP&gRg{>@=wUK~2(^(2%
zfz&LU=U7s&`_<XEFLRhG4|QEh?%U;yUx*GGD(czw&ksD1`OwRHkXMuv`uPpjDQ|rB
z!)nDz6(P0nc;e$U%lE>NN^+zDA6PmW)$b}T2Pl3Gu@!#&L1&p{t?$m2SL4Q~K|Xme
zbf6|KytT6O)1#i&VEr&U=*$(kfz6nS8V#+p;+gj*A)#p>$RD+VQ2m~#-YSfq8VP+H
zMSB5}%=fRUEBDyj<rZ$>>UE5!#AL@#OZ4ut{5@cpJV+lqNSipwe0ys^3>*mt?;>uA
z<@HP-=@jEDnSFg*WGXuLT71GpQUdV0DO`>PpYH73*<hMDt1H?6=#X(W-TY)4cNO;E
zgXV#7?*!^=q5PdEjCdXM=jUe_(<w+HL8sGh2R$B;R<uD@<64xCixtD=w5(;<14qM$
z1BMH*SwS#eROmlLKD5FqEDq6|e)(pflinZ3jWN@|c?1L#_@Z8(4a46-(d`pF8?c<%
zlE1K$Pq1RXL#R_~+Wu#z*J6{VQj@PG^-UEpZSQ~U`u@}PoHA&%6!<D;20R7V58a2o
ziK85t>;JI$I7U8fNUnK6|Fm%aRpMK@&u^#F-cBWTISyIWSyuGIE!l3gs&Etp4;hBW
zC;P-P9Hb^=Up5J-TVH&%J+uUBDslr5i#N_7jjw%_#9~iTkghM<awtGb8%EJF-PC&F
zOBB7#!Bfm4Ub^Ra6VFz#&y}A=2R`?EBMC%wE>`F3$7U=bW7ElIfr6x^Rv4Usk;vZj
zO-5Vg_}8Y{4AXK~udWQA)8NN@x1N+YmloB$9bRE1^Ft{+H;Yw|F~8m;f$am6Fa>OD
zOL~U-!3?w9472pi8a!lOcAoF^xpV+!28a3N((|kTvRvC{#W!p}`!CX!NC4sJEf9{t
z4!=iN{^oUQj0dn`SzDoEu4`shy>hw&;#q={If4>0t$yAHj=%-?AMKmhy3DS6E|t*I
z8S4G|g#CJu@O9tT^x7VBmyz9hyu0+ZZmF?siPnP7n}Y7T)0-kCtZCcMeSFrh658Bd
zg!#VXzrKT6XTq$f`L7%MuTKUD-qaR4*L9GX3y&>A79ex;5cy{4ZC@k^?~wR|qM1cd
zP2(~K1SFZeml4$90WSMjjotJFEj@d_@(NCiKzY2~%}+Yar1bragIWq*>pMv1ZZZ6d
z`p+C)^-J^zh})Acfen$$)dKTgi_{FXO?aMu-^-``T*YZ)d@v@G4J%W&lXsR(EeNRF
z<wnMYZNlqnNHS6oQWkmHc?@ktby#?iQ216vv<d&VL6QM2=>*0f101dOVjwm3+TM;E
zjeq0B%)U+@a-EGucck6LQhH`0p-@OptRI4&n>!Ge1MoMq_{>fxByGapWg+qaTO3uk
z2db!4nFv|{O6T`heZ=9H2*oFc`Zn(i%3EEKSuP8hOOuAX#&vhr)((aS=gn*FCGj@!
z(fD=~Row2zcV(wopMdKbJ^ek#C0G<thGkG~#Z{?_gg|tZrx$>%90?VNk2;EVo8_2)
z&XBqeb?u;E=9lYiV;PIxcrN6>_KhhhQgufz6{bP!ziA(}{pinwgRx$!=ST%VYH~vr
z$^KTVLI^*K)w^Buh?XE@kwPs*x9r|43x}H<q;-b#C{h6BAz5+>{gTC~R-y4;m&MC~
zXywG6n$Z$;Tj>AF7IpiOwBu6|p1oq&XKmy#R_rktA#FT;&8<n>Vw6I%L3vPjsCR9h
z(M!c3W*l$*<N2pO(UzoDhsK_BjosL-tWwzvg|Y%s1QlKG=RVPzcwuAGh0pkwT>^)K
zygTiTNT^M*1@Wy^m#y|!)_54j(zIwyDo<Ip+^u4o!}ZPh-B^7twUDPQCt}(M;>lP7
zUlr}rL_!jJvGMp!O-Ejr7pFlxKXvqCsVpDw>PHNyHCd7dGmzFkmz6Z*81*FZ@zc#H
zHfj*gq^G;bTxk0HzqEJV-0Dg0{EvT+Q!$iP_B_0lnEjSa4uU$%Q1%N}k6>!OJ3r;T
z^+pErpQsvaGifc|p$T5PxX=M-%Fj;SIoC=Z5)A3DM-nM{_S3=K8IHOChVN-+RJ6p4
z5BKehx*jw&Ke5oJnR~OH#Jlxr$FQG@!Zw~;;~4i#PrO0K&E#@$GHm!Zen{(&6X&)z
zr_E&rv##Xyp*2C5FX41S&Fd^=!16$Q<|@_J+1-gOH|h-zw`0|NX8=L!r_d|#_U2i0
z^q2lO-2M|1dd0B929^vC5-%`qerV;-bMsyMn{VCP15hGEaE-0UBw<|Nt&{j<x|2sK
z>3MO@3x1gudyPNhWF2@WB`8=|GS~nf`NgGPl0%T`=Fn+OtV=*98<rBocoC|}h_}Kc
ztEzx=!vrQm2&yYY;o$)f3Oi*loS2GI2m1wpR$HOgHpkE)@7{FmJ;r==Rw*`4_ITr8
zDz-O$y$kl84MhlMY+o?4ToHu9fg?=jO-mocb^g~+rdH6vYf`YUv%Qa53NN8v4DFdv
zwM8q>HY6w42|W8K7+oiLDm74}4?-{x?EY)C{2^`54|1o5l7K+2Ji6;oa{Z9<l78%9
zd-M%)RJm`Je&*zlp;9aVxQfJ`KV633l?_9D3`6GRu;qM_f7UJl_fkZxI9y1stx~w`
zChf%A(Gdx^)JFMt=g_|En}|WEzBMvv+DVF!UAxEekCpyD)U(M@xD{H?rsMzo2+A$Q
zhzF=TY$B|KkL8{|V$7vIR`M(-)SLRlyPnm`1c;(1?qbSA#{mdRqi9ss?;u20@t1hS
zFc>rBux90{e=DDXT!!8vOaaYiZ1vBw+`evow}19kqmTYLCh!?oUdE4Y=QnShjAz4!
zlsjQcWa-TPCW!#gb;D~xNKa79O)%rg&hNqJ*Wmu^vVX%v(8>fCq2teID_dOKMmxjd
z)w)`eFP};3YJxxWqchy(az$*m|IK-zOH54goN}~gP0S1jKIXrR9|y&e)1~@0rM&i^
z%bGe_95gA^xF|-tDE5I}OwBlpQ<?0N(#;$KZH1oZfAY4L-m#N@vfEg8*w}JNi&!B<
zP)~I!jB;6&5q)VD3cN@wr39-4Mt_(ifpM!Nk+CD8u_;+iGmCB0=+Yw;+rP7Sxz~cC
zyM)@ln?$HKM9b`X`Q*8FCN=?sV+OUx2NsPJ7!e`h-4)#iW5=HR#>WJcg*U5_^RSIe
zmLcf#!_dszzVryCP8b1dsVF#nXrt$0I`g&lP1FfOt(=8M&QIaALpgk$Vo#c6{(byd
zaDJvRbegfbX1%F2?A1N08EAU9w9K%yFldp^1q>fFw?X7faS<khdTe;8<Z(zv;#;xI
ztBlG10X)_U53|ORXl49yM1kz+jPv}odj<1FXc5>qv?^eil81a`7k@Dwfw|mG9OVc)
zbkDEY0Tul2BZB3>BE0ZNEHRJTSjh3wls*XQqxt8n>1{~kYfjW-t;KgKSlcnL!j5MF
zrqWtJzd&W#P>)XqXg<#z{oOvoM8sRGX=g3Q?X<QfH(hPJ?H5l~)`$o@nYx|1t->^V
z;UcX=igI}P<QpX2X6A-U4>{L>c;ya~sw<@Nr~hhX{8B2lBb4GcHSJu&X-3iLBdA;|
z&Lz1@+y|USu;S~DLo9}|Ci=CKE#>Q7L)z^Nv?}?ydnS-tU#&X0YU$AUJ{QE0Ui635
z#3?PXte|GD?8B|$d;iBp&vHV0+G^b@kj<Q5C%wJeVL;AVuAHsS_th4)#_50mn5_Ep
zlT_z_i$PqxnqCi5J&3b$a1I}f=Vwl2f8eC>P>R^sZ~wiK6fes_3VRYe&4wbJ?1^m|
znY+%HBT_N&zz(PzTlDRENwv>e*d6ry12ch>-qja8Q$kDOkc9gjd_=#|L4k$gT^cSI
z|B$eVaGpB8<I(_VF4H#cBMGTTbSWY{<8r^8X}iXQ;lcPL3(qIMjk(B5y1ZztkF$3;
zRaGAU2Jfq8X<CFO63VX32p$k2pR#<oR??y*elLhmC)|n@)c%`xIM26|nCoj7U-VRm
z-NVL2BLj`I=Bt6O8sAgnV5+z*GTgrPsN)mg<=w%K+}ow9BgtLvW}cGTiG1Hr>5ScE
zE^uy>1ZM>?HtKa_`2Rl3+boj06e$k*Z5#iSDi5{yKwrGi-Cu8;0u?lqZ*xu9FIMvF
zXgLBee#ZtVjN>-BKXn3o+#}$(oz#s>F@i_XnVs7Q5LGDKEj%_Pv{5R~wQGfjR)Y%h
zUlN5JZ3SnK>I3>*TKo+SBV)`)yT^-}#Wl5+Tp4Xy&Ahbt`*gIYzcz8u>UJ-HoyW@f
zLlkX0CE$O#oDk(;SydIlGP>c}(Eb?H*=F<=0~jYBKf<<wt)76(Y})icNy&wdn^p9K
zDF^L$vO!9llLrCi#BV_TZ42}QB2R}Gcm#biT}f?EsH*Ulh=f@A^j`POQ*L%#bH{pf
z8;?KRjc**hM%O)gW{-Vq&&^}79E-5sY~kIdvc20>c;9wJRe`UU6|nAWd<@udao@8O
z<Ka?KCLn(IC*It^+u@W178u0w1~#+~wAtpLO`<()u}SdQZo<YaWZ+jYNnDk^BKKwM
zYyltQZuqL^wOwg1+_??VrGP{><>b<;0{s51P+)gP_3!!v%hPpw$p(+{Ikhp}8sKvb
z|Avpf0%64`(Ombsa|o5&$h~k*<iQ1R<e(j3miKPYy~`9DDjae&D|s1}r(`A6cc0dh
z;XHwoUbb?o#83dVYsut}^<6;R5B0cB*dyQ~*nAY^+iR<3jYq7iogSKmO3?@rgXdUW
z(~Os?bF}ZnT$f<H9dQq_NbyC;!+%6V0dX(?o}^5Lok@gO1QaX9PZq5~5=^<AXTZAT
z^Xp_JbaP1UE6wv=b60DizQ-W4kbuBwmepwf7Wm0<vE|d&b2k0*<u-QHrA;*uGUI-J
zbd77epdh~Eq<brT?)KN%5W0qTAR~rCKYqNsrGi<aKZ0hj$hWP`wNYF9CzzS|ih$^d
za|zLGvQG&m+TweO?~fX{cyNV9ndc0O8a`1r)76~hz$y%gnrKBSvw}PM_urr&<+GEs
zfFv&R`D2H?U$%L9q~b8?qil-aP(~_bKs-1r<T@Kqg*|pm&p@q~`=C~NsKV$y|L<h}
z>yc({>rdO(^#cXVLX3pINtlx4m~goX4wJhv_k~WRWltEhZP>AG?A_YfVb%<SwL3Tk
z&EED6`=2G()$?aL9S-~i)y8syf}LK%iBRUO#G=BFIFR_j!S}yCwNLB@5!i`fs-=&P
zkEVu-sDU0tz+rmBHaNUt8;}9EK_IGQvqy|076fAx+n@*J=S>p-&byxr1A@TZf=`L;
zku4`mz4f?qHoQ&v%eLOm4`33?uJkT#wESL8oCxENyrmsTNiW6~9E9LC;zZ-qp>x0-
z1AJTC5pNnX9fcv=qt7I)zU&OLV~0OfFt3=tI;{qmF2Lq_i|&w*K@h{~!@xQx?g$u@
zLOY1z3aez42zLbU5irKnquGPngzK*-WqndOGRW9Kbqf=T@84?RT=GM8JbE^*`qI$U
z<9#lDfazUui2d<88{3`Iu6_Gd5g3)2kkIvKU|;DF)z(h`r=Wsd==R-jU7&~BPhqp9
zVi^jo91pN&?%CKlcGavc5iwkrprMnw|Gt-PxCr76c6Sb-tv`>eVR;I-MV_}omJ&i?
z)*7V0;lR_b>mMfih@%<+@$RV$r7&RQ%>NagWZw3voSD4_8L)Mm2YYr>??a>GvxQ=m
zxjHoNTPKwSAG!p-2XL_@5%Cb}qd-%Nk0t+QqYC5GVfl@TRc-v&=Hr_8F(U6YKev3`
zdZ`<qqW(~MJ+4@D_<DA+%u<Xc!h-TVCg_5qkBsInafKprQ1>hK3gSZf_gkY2iw;Tc
z$w$!zXvvE=Ym=V67EivTm5rj!zVEOyl<{@y;pS0OlfvuTo{^|uTk*@F$?tMJ_4v)D
z{u(v@U!WvzpUeI1d@e`138(zc%(d`Uq1+0g)`XGIGE^~+fmaEs6W;)WrqayL{(Yxy
z>BJMII0c7mC4)vvPaW?ewxpL)Q3?G2ywKu3%M2sA-Hz}#a~a~5ypD5p|JnFRF2B~_
zmz<o?TAuzHrb`)bkhi4;*7m@*@>=q*q|i#!n%KnE3kUTH3!XbnNsqgyz|fsBm8^fF
zw4<Xpd4=Yi2%d@$T)P05>78_$q4tYITreRZ?9hQReOZc$(bLo)*+xDPMu_z{Cb;vT
zzQ+AnzTB+(htR38=^$P0@HH8x4LGdn@d8Ds7$j57!wCoy%HBwBr3!jxAk6%3oOGa5
zn&Dm#Ttw!XMrp#Ik5y^c1Id(C5<eCuN)~W!aRM*r%I|9`neAqBqdVkWtUvL+GFOi&
ze@lsn&&m4Q;@%Mbk0B;I;V)qXLB9^`^DdHWPF;;>0dM5z!qDMEkcVVJ(OiVal<j_U
z+WmXr@&GZg<!NznF+KlO$xM}tl~Y^fKOh=)wwTdG6~g;YVHgfX$kcA;u@#7coC$Yg
z?jZmfVI7k;g|+|k?W~3JIDj7xA|W6pt)K`#HDD{`ybQgM!Ci#NV8Mbp2h17Q2fuW%
zK&ef@wuj$<Hxdy*bk)7tX>Vd7#!kR68)%CrE5eFJp1+CQP>#Iv&%4Ht6w|}vqC#D`
zdu(#Bt;f(%;9^RQOhh1ej%NH2X2s*4t1$H{jbOuWd`^PyL4l6{hlZte0gf7*h~Ld(
z;}O>1Hg<>5F;txk+^malQIinAqWK=#JJn{!AcE48vK(!E^(S86>hX16kF_I0E%NJ&
zxs5{3{qK)3xS(B^l^BhasYF9gg>7%O3we49)6I920^L)jO4)ekHT0a_MmDd=Uti$r
za%2FtL2Lld83cRe7ac&^xEN00>o@$E60H=505;eRM7ib8AGaotB0jH=ZoX~F%rWv;
zOr%d=#caofd}pzmEuWNSARP>nz4L(MsmZ6cQetrY`Ag4Gpp|<LGh(Ra*{b&!)x<$-
zwf`b2w0uLgw}#Q$_^5WE!4FZ8W?O=L7#glZiEswVUuuA@g>Bz6Ghyn5;K6kVCcb5(
zl)t?pNe$h8X<ITL+V*w)$ybRdxW3k9^7}cJP`ry_WIWwob=}fi(-lL+sE7JPf;3?Q
ze{btw1b1>)m3P)+Chl1a>dP9H`3D=7Q8(PSC2W{pY8?N2X7prs&v|xdsaAGLG6=@L
z=cHod^my*zL;Zm(aK+A^KlF#~pA+n#6S15SJ=`Vp#zS_P5nG22-S(msKwUhKBWNK;
z{E394MdprI$XlV;TI-Nsi*x|Wh6Z^=fYV1g+Mv_A4$A=XAd~6Z(rxwI)>3GK@;Ofk
z>rq$3H~e#z%LQ=46de4?o(I0xvh$A%+k5ph49#Op@B^1jN2k0tVLgESc}WOX7?C}2
zn!yzCCVhcgqW_DKHq`g{kxhCLnq2QvLQw{stIsYVldiElA%J?McrbTsA?;J^Y<ip5
zT=uzFM-~?8cVll|V(WoFa>uZt_su>-eQ*C9Uu(E?+RW(ILS+wMamn}~1?yU*t8t-t
zNy-1VvEII*vO2%`=eL4ZFQlK#Li5e~qRvTpuJIykuDR#k>^mh)+by6jRhM&%G5VR`
z;fRA0rG2VlU=R;Our0xg6&^n4I22YugBG!@Zzg`QFj18|B68xI2|TA1ddT@1$<FVB
zfQ#juMlh^i|KlmK&^{;AuXJ&9J0G0Vs5isZIaIAJ4Zr_f<eue+^uhYHCO}A;i?x6<
z=t!px9@p^wJY!WSL?I4G6ffk{nF>3N*e4d6^MLqTk6Q9mn0N}}{d|1$K>Q$2s&TI+
zCofiTi>T<tt7~6$VI_&@{_Fdz`8mg~a#&V4esfnsK-aH0&X@14So?xR!1mA1s&H4W
zzFCDTb6$YGWw5sm%G40_iL<bh0ebh!nUh?Q<b47u6z{1n;7Go@g}2a!v(jVz`#XQl
zwN0_9>eGj&zRPzqrWnR*W)qYu^h+2S#t8oa>VWnuul!14cAN6CmZaLxCuUn2xw9wR
zj1SdP6aUQQHMrsQJpF-lM@%E+<X0GN#MtfSOH`({K=KHCz5nd1IUX>O^v&6f%&_%Q
z*8HP9`Z{!HFdC>*_LOh+bM2hp)7R!=4BhxW)}Gn0s7PQh5_zP5UF!d9TI7%Ne5PiU
zRLzW(JA_7Da+TOs%vL}A;rkz?BXE&a?40+dEKjAaCR2lJX`^l5Vi1kRo3Q>Q*w0(E
zlj3DA54soy)q_YRzSuht5XCC=KH|@PVsT2R5it2fufocWr|{~B<CE6|xfiu6v+i34
zI(noUObc6io5FQZ_OHj76PM{d`R_N5{D!xZEfz*6zP!aDm7_Wmg66aNn>gLzXll;Z
zS6#-gD^-#6{<YGCtA1jRRc&e4Q~DHNhuDw_R)=~5BSi2e)NJ!ae3t0aBfRAWP0|Of
zZs8c87e0kaI>q*e>d_N{oT;qH_-9Is;kuHGp}9`Qd$(P#-J19By<{ynS?~JR`%+pz
z>yo!?mTjLnvS`?{-%B7~=Y0>7Bu++jshQI?c_+TFEN^dq^osTfir(pyu4o<7q>T14
zXJ(M(B(vrGE>~11LJqoOdf=;D4CMaVR+3Lqp*~TEtZ(=&2U_8}<+Zkw4KYVhjpnrJ
zRV&HR6Jw4`2b0Uarb}i@YI6cE*0TTt0wlC*KrsWs`*0wUMVTb*KXzPg*9n8;2olP$
z%l`FlyIy#8qoYf+xgA1w_WE_qdGj1LTOJuMfAXto<taPvAy|e7Htke2r3JMD^nI?j
zhzcud_kl}~G)b5oJ1+Rlxq}qf;>}*Z3_U#nA_@NB%bb<F;eLyOX6!fXk+7pc95|TD
zAn@TuI;?#r3ZKF^dk{_x0@Mhbm5WgOG0+rvC~U9Ij-kA0W5moeVg_dpqa{viBv45b
z$l!5oVJqCg1Jm~J!{k5bS&e1W&p(8}@B_?(Z@WPRIxyS0&DlCc@fsW%Q-8mK{};H+
z_u5$6OL!J3I|+@ZMpQ;Y)QF=@3`6#8(fC2Fi~8xR#N<k3to#ZQ)#a3TGZ6};O4i}4
zNve5Y`k`4Aypqj)r)+O-b!gg;)Mthvh8a%#P!RVT8GjW10Fl#OEUPjrj{9?Zh$<_e
z|5*Sc>n%r;hndkJ9~+18F)zl94GHRZ4A^!FRhn7ZM2d_5bQ`(QKV`9-cC0w4aT1!Z
zE%HPtK2-~@s~4L2H*@e`?B%r%Gjr7^q=nUo!h7|2Xk~qrvwqJ~>F}r0m^X7c@T~M*
zl5B0@5e@~En%f6|Z=ElhT}3SX+O$!@v>8f`D*+_FFD`IUTLO>@4oTSM?^I8S6Rp_k
z*V{*JqLYgt-|$1<*zT5&%Y^ePK2akpGOz)Yo7N62>5F#K&vv6)4)3-Cne!*5{V#f@
zqoo%Gr{k3IAlm<v(UGv>j@xU<j`KXLN-t!?&YTrC<Md?4G`4ynym}$Jy2XDraA!}`
z4<>hB-+18WwSbQTo(<1yg@>%@VLI<AI#dB1#n%c|HUm{U_PnUB=bQaYF=bDHI&{(y
zK6sE{kNCXrBS(hBr$x|XY-~>Q*F?eG060E?;C6$>6pHbw5jpGnw`o<y0UIJm@ZLuJ
zl$yZ~I>Y^8m-F<yO`{9PMy8X|`<qFsn-;?#?*y1uOTg@Y^eobi$8`NZx`-H=u3WYu
z_EqeHkwP_TnZF7>6xVqnqW|MJJW&UOdz1etD3sRT0Z7cekRK`Gn2ui)m--@@$NiuS
z1&N1UY+gJ6cgyntiSB5aWA25YJYfNyH-8a0Ymh8f7V^g|<SytAFXbgKFlpihm=ZVv
z2GhcL!N!Zw9q%k~M>q{CA_*`RkeD2p08od-*q2GS9;i3;M<@k{{)3#=?ampu*y*p;
zI&^`^)#~bQtx??<jf++|ebjXEUt1Al@^@8j7Lo?f0HgLBF~Jf{<3XC572(PSB=W({
zO%dIh%&QZ>Bm)-o!l=?d=;Rk?RRIm~sjSvov8L}igd4uWu(9B=wL^Ic6kl>!t43O8
zQZ4$kQ`?9^N8A~Pn6X(+s-yn&zyI1*<udmsLRsg`Jn~awEH7?5Zm+y;HfB1vXLOQO
z3}tYMO@rthL?7$46%OC3=qb?rKt{)&qM0oQI~EAahNRSqLXa|rYpbbfJ<$~QwClx<
z{lpEPSe*W<M1<dAq(~F1V`s0TDqH>7bI5p1#eFrtbskgqAV|GA)2qHVf?TJ={g{??
z0*=wd?u?3!{BX{MRK`h%tw+2LlOtbf@=}sf>^5_1wa?b~bvM>VX83+RNEYAXSUHZ!
z4LbKiA2LRAAqFWhGWzFg%UpG-mN^_Aj;d8(h8PA9)Li0!zJE)YSiIKtz-lUC3Vv^h
zJ2T?10o_l$I8Ng+;XiYOWEg+VA4N5emF#R~cKoLApS27_p4$^^`QOVks6wgp3nrIG
zbLogUCfUm0Gy7`kOiX|WeUVVYH=KC<(ng-T&|P8M=8nWYl<OT@f&i_O#R@5r>4=8j
zT`gywS1B*vUh2OXxZj}um0O`#ek)`E{|)n!Ny4UsZalwk^dqJda;;cIYjLvd9tA4F
z((J`h)dYmo`5CEJ(uvk!Y+v$B*LJsucAHB)Q@GB2r>VRhq@bG6M*emQXJD-eLl7da
zT3AUrVY!>A`iU(@-B35^enPv7Q961m@PeWIB!o#A1z83Pt`aG{Rp0xb#+Rt6(1K-B
zP6~>PUyI&BI=6>flN^?e%>(at*FATCyxsbKNasBtjX$gUmL<31BM@2l&n(NbvwcUS
z3jsmG8_j*wkg4p3RO1=vM|lxi;^_u?Gxdiah};B9Od_@XL>Hkd+;vHPE~07Py>R>R
z&Ds|jbA=YW&#E`sLwaI=|4V4U#@`>n`U1`hA;2mAwe%xz>wC>w?H`ZHi8H<0ow>V1
z5Vr-62J9PI3je?UY$6JH?eiDkn7LR1@)Kh^qm8$$f0k`J8;a?>MMe3Dkp1HcR2NTa
z5DsuHt1!S52DC!rRS+A9i-ZrLd7{0|Gci!vIOtt8kmI?rT@NpwTye%h0q6YcYsG>Z
zIE0A3*d8_G5Li&|(otcS-b)@q;WIgp&}>S8I9691<75w5zBUxzw?Kp1DU8MN6*Lj8
zJV&9kN4p4%O0tTk&5uq*@Ty?^0gqr_^m?D|deFBCoUJ>Gw4HkW2KP?yEW#qHqCzXl
z0iF2c9e_DW7LbHT)=*zVcwO(vN22kY|9dKmvtPsEzwxP<a3%6_d&A@BE2^$U*P$Dr
ztigc3bF-<RZt%It*Azciyo2pFVaYf|mYlLZD>>OqUq3Ax1Z7_+5V{jzjLXbVrN5G~
z`oJA_#!ml9UJ>KZ4=2v#20iPQB}B%xZOQ#cQcMmF_8yR<+T^_{<B#P(OB(qNCdc+Z
zP<VK+_z!DH--kuxVaub?${%X({r9tK#hK>_+SAa%<Jr#h3BgMINJ^2_53x!9HS97b
zxao=V{<wlHL5sl$si7N$4HYK4!d7V&#{Yf$wm<7CSfeG0QJCGDk3)QRPynl!(C**C
z-M{m=DG>!SyTydE%f<3DAt9B}J*sI4JIe11v{^+Q&d7toK`ImXfr+fTc?NgA@!wJ-
zl}ZDn+v~_Ili2FHu<AJivbs6;Ge$00PU+;gQd#ZExq_?cf~!B8QteQa3@>nUqULuF
zTNcQW%8S0HlsCg&5X&h9&O+?-VC=BV88Up!6bDa{ToO67G_21-br{OWj}ZaZYPcY|
zA`*~p<#18vHt4G^Q9nSbp}+pm_vCo`lh(TskHgTm^B#yIdWo4GgIou01fP!(Pp5O&
zh3)XyJLD}hx81uAWR!uN<xp(GwG1VTxzC8UsQ*dHVM@b70PqkI$@~%ece#p^@<NM#
z$LIoxBM}mR4W>CEqY2!Y9fo5F1<X=>E8Kl<vS~l96;8m5T||g6x;NZAan$O$@{z-e
zj9pOL(?9%#_^GuUnBD6It{fj4$6=sb537=YuHNY*I_5iZ;N3U+Uvbm>ni|LKLeKAm
zqS_{sMura-dA9@v$!Qdjkv`9W)&}D36|Q#LzVpqyyXklO!5fuarJ>DI>@zXetb)Ge
z-M2rM)eO<o+{%(XxY-~XH9&b0K<3Lf2?!0inA<nprcoV{3Y$pRTj6KUMVd1P0TS*e
zQra`i9xYKL#e14+(wy`!%rgyV-BZi=XF~p4)wdgh_i97brpSQhzq?=LyKTX(Pq&X*
zuP<Eau<WDt$Pe9qNB%swOoEqwSSUa2eI`?5%QNQwgC?X;`YA_DaT0azKg-klO}Jc*
zb|aePJNi|;)%WCfg(K5o#NutouLg_XX%gj)*)ceS7kuO2I=MnKi?ovqYNlFVbMZ_w
z+cXMgNa9~Z9+UO{ar-`;tG*FUTWS-C)mU$~q~)1zvokQCMC$$%jO&cd=i=h`rG5U9
zukzn>xkC5UZ=Ttf^EV*m5xh2{60(AttB8CpY?MCHi0!1R|Lu2UD|FgjiC(1PuM$?d
zex=aFXMb^RAB<Mb&2cNrH(Z4+n&`9mKX>C(vwd6^&*?%l>646Ey$E$jCUxJD3?|q9
z_~S<x>z^OD>-IsEk^Vz*2-lmVN;!{}MKFYG<u?|>O|zTxo3o8LgYfR?NKTY>K6E){
zK1eqrP1mAWlbqMOzuUv@o7J9Ravc3RhiX!rxBJnU)8YnJE&bk0tY7p>RTh@Dx-nO9
zJqcEDPDx7TQCXoSR&g&*hIdKVyD-70$W6vZU+^$^V%(|V*+Xj5fI)qv81088`s689
zagV0dziFpYhLG<6(D)ti#3=Cs*ObjfX#8=mA)gRt(GWw>v5td%K4<{4T}emK%Rh?O
z$pA5u?`s_E>(%1BQSO@p1h;BD&{1qgn*2G3mWYcrrgDvEDniG8t>0ealV3rDrQ=Tv
zn?`d7-#-(cp`dB$Ke>b1Cg|QPVsb!P`OSjqX1T~vRgkOr2sRczE#(||hxcTY{OB(!
zhHik%9@L0|G@4~oAUh0QfQxfpFFcG*<Y)tvQgwmt+aR}u<#MYlfE6+xy7d#33Zr-n
zykN7;c)}JC8I)PUfvaAGno^^d^rv;v=E#(3>sC0rspQ<scqn1lkq?V(dI_BWZ^?XZ
z@G)(n=)m#o-rtAN^MOB3sZ0kqmacICUU?<@(gY|@_s0+-;AJdE`C@Zl13LrZb*P`v
zP+pzXH_5OPQe`t%>~kQ{$pWc82mse`r<kfT2rCYy(fB=bNJ4|JE`hd>-*bnI2a;GP
zG}iaYUgZ97HnB!C=sz~5JhoDI&CHaGibiCw!a6DGfBp{qI})99czd9b^9wqm$CH}(
zsSYFC@eq)FIo+FnTbAYc75=iWpeI|1_!<j{qeLM5E1w8FaPI54%4U8u@N4R2(<ySv
z22t6C&rN^q7gDNzIUf)HmWQN~_RA%?E_F{dyA6d2i!hK5spOFT9n32oOe!55FWod>
zg|+)B+~q=dsDbZB03vLqizGA%BrFyc<LVwmFjoZlB7f@_ZNJ#reReENvn@?cJc6F~
z!ZiZd0g)`J>b?uk1-Qwwf{VEI4<q{@MvmOeH&MTFW``o#i5LL1;=f|Gen`3Aws3O4
zMqxBnVf2^6@xAP1GUgIGStH@wM@!@7$M@r*4*DDpldU-pli_n=wF^<T3+!h`xy-w6
zK_IXqo4yay;ZhH9eUXiGYaaQtUS**?u**2_p9?VWVVGyw#G!T8N{9b2Patz9G_>U|
zN#Gbh4m2p><{5{!CFq2)e?@gzp2vdsMa&9Fs6@#b-u0;zKXbR)4ehEpxTDgN3cI%T
zU5)(pNy{n(p26ZNE^%UJfebusJMaGaKS1fp{2tFTRNiD#wnM+YEfV(tSh_wK_aCkk
z(I5&6b3smo5}lJvj0!CTXD5zt7O3ye$3FjQ5QFZh{AL*pI(lzN*|!k|H>1ks@6qUS
zt1otgHDl=?C0|+F)vw}Rht?Loo|FJ}OBrdtLnVIaZoOVo<Y;9iGx#4JoIl=&g0#0k
z>=A~I6b%mL15mk??jIv{rTozozs&Wj?4zd;z?s#GHBTh$bCdi2eIdK>T*AayRPUwa
zF7KAGa7;1{>ek-J{n^oSFa6V)y|>1abgOIoHPdbe18LFSa)F|d71PfO=r)V6emIDz
z0|xFA*m#1eANY67C@&xp3LrX2(2{sa1YJ8~6=Gv5bWYWaSG>%5|7CVa9*ZM_&q~3%
z%PRE}g?kFiV8oVJ1im#$>TvZ3Gk<~jnhh;zFv03#bQ$W@^JmKO1?bOGZP?W|45wgK
zZ1RESf*CyPsKn-F&t3jsomyk6p;OD7ufIlr`sk-K4IA~!&*$n4-WDg`j}oh7?QuDF
zYJc=9Ai=snZ@@RWEPdo9`NaT<+#_!l3tY-fJgF2sW?h`WRh)O2ZYfWP14C-z-MoRl
zqFTbrbPIJ<d+Ihz^HkVluECYp$M~wGVjeFTca+rM3{BbR1}8g{@s-r^`$4)g8Bvf5
z4bot-BnpW+_crFdn%iZ_V~@O(96lNGal9<OE>uyjQMm;3&>UXMe-9a6?dchYwpS8-
zcN2UI#+L`LHAkx6XZ~xjF*q208aRk=R7}tb(vx|Ys1G2}TTi**Q%K7*eqSZRwB1lT
z+Xn<@go}<Y<Zb$BYFB9gj*TXxduig?a-URW7i0si>9yLpi^SjQu~C5)7~pGY5C&Kl
zZqur@D2-D;Opt9;ydC=p1<8SP2)|pbq>@${zpMJ5$8hRJwP&tB^-fBzQP)o$K_7Zg
zyI1atDqZ89cE54GvhFxNmOjL6q#}l2XV8wn>c|Y256pE)x<fQCTAGyN9x}wC7m?oy
zx8Cdd5!*<0v0dX%`q_lUc*?zltBngoaR?Q6k8X$Oqj;)6cq3%5tr*Ly1UH|UcVr{U
zSNqh{{mRpS9xe}dq(4u6cWB&)>uk6BHJ9~ofPWYFx1+v=7-v&HhhaB8hX75<Oa-g7
zi?tO?z@s{Z{_>1LOaWtL1AWKq33opUTHt!&0-b>LUXc&WOfnC~ok+JOpI(Hrk^5Ib
zl*}}?&$YmTwlXZIqrk};p`SX!VLvTeyUe*G{YNidbmD6$CH=Z5U>X^xIZYewTgomB
zI3jp@D9|1F4Y5J33M65|d#t#(F@r1@ZS!jXTM7{nSfHeSakTu&V-xAd$b5XY2(wrW
zO>J2n3iz~0cX$e;bpK3vg<waEoWni7UVogwEBbJT@GZ;Fp<gZQIftKwY0v<VfBz6v
zCzxfT6VkWgStzg)RzQU=tVdyp99A>`Qvpp3xP+i<xeVKS2(3j*)y9-Lu*D$C*|5k@
zUlAzmZd35byFImM@*0eB0~!|ZCaga{8L;mgh{4zV+Brbe<F?%Sen9g-sMvhR#(cv(
zc6+wrN0E)EiWo<q^FzBmiK6f0bE76TWcAyVL(LZUjn>8a=#HKc{$YeW^c1EJ-Htrp
zBKx>?WL0w?WA0jKv<Ne*p73<gtm%H0Etyn6PRM_KC&@QZy-qLBxNt;JXN%dE8TiE7
z0m3{;8~<=Z<{I+)Lb0zdSVjtom>EPv4xuk-iNCK$(-1s87EI%0W1MbYgNZ<*P8=3?
zCnj@uSdSZj2+XB69Spz;^3Kc;5o**WDvQ7fMpQxy+FmVCxE-&<bZ@#g!H)_3Tl;U-
zAT6Oz!pXI7n?fRu%;+h9lSK62^%#ui!OdYta2UGzO1xI=4v-<6{(`n3gG~iF?*cM`
z5A*^oa$x*fG#mTKx(u%HrSiTTLRz!8^!v|ZzHilDg0cKPA5dUI)o%F~d~q!JVw0;U
zGuq404t+-8Yh60?_Z7u5w87W|mF<goa*b<st(Z^mtMCWX%7WuAy>9pYthDSx9&vny
zNnXJvg;#4IEv-Di;xYGwJ<wEnp!xV~e$L>iHM3O?v(>jjm(IZ_U(M*)6TO{HBI<>n
znCM%S+P#-*g-YT2Zl29=ANtIbtt#X6g*LO&$3w5#%F8a5&ml?+w}N35PZYLsKSSmL
zgsv5;_2k=7_Zwjlvm|I?MR!1}@ZkfueBn|j*Z+`_zm_(tI<)Gb@?RJ(-8_+Lg>7X#
zko{*T3(N;C@)HQV+}MblrM@4Gb+;=xLx>U~O&#mac*}eByzyYmyJy<1pvK1Z4RZus
zSD*3*4l4Tcm55;?6x~5Ui{R~Cq#NbBn0-q2?kO1q_IY(trMuS4zWMDJ?3kOT9e*QY
zUu|E|Qxo$0BV*BmL#Yp}6E?&2aM$|5lKpij0Hnl5BBA?LzKbxq6s6{Se_K!8k?%fk
z>H#(4_9ARw^#qXVmfj(N7?IIRNQGXu>~v*c^<G%O#5AmBRed6A`OF5eUiTs)za#6P
zk|_tz{xg=Uu{SWSa}*?K;WccwFPggr7GG%^{U=1Bnz3!d^jNdy6Ik(!Ye<-P8)1uk
zKfHWjnZWUHt@f`As=B9Snh8t195^y2_YG(|+*}p+#F$2Zll0}z78)@QbmwN2svVks
zQxP`4?pw7>9wDWVP@?!Qu+nM}HW`gz<yCSsj86Uf_8~O^p6FluS9aO1{s$+f=6IQ0
zqhD=1Lap~xr2@Z=$Xzrxg!`JXHB@F4sY!+={O7eTqkQHrlnHC?Pacxv9l~!6*yXwq
zHtdgU>Q5EGZZWq>-!Za}R?pXN<N3x)kJmQ;BhHnA9itc>YGsaNV)^iGC-c#NJ}M{Z
z;NT3$Je^{?zTW}w9v@w)@71ZfP-*>qF354XtwwasC-7~vSAe~^_^s`Ih~7Y-xYYMS
zXM5UF$HzL@Wp8+5byQ_3;jTiTATmYKTWz(zvTjSvsTn0!wea#MM=Jh`WtTC=9QVWK
zy;ax<-#$%7+_LF?o=>Nf0YklVlF|Ri(^*DE-MwF*bm*Z31aat)loo`ck;WSY0TC3W
z6{L|EQd&wtT2i{DrBkH4yQD)HV3>K1zyDg#D_<zCHNp3s>)LyN_Qyt-Y2F1b`lQ&B
zET*LII(9+vJk!7MVcFh;agT7{Wm7RMu}$;ZIL9p>+5KP?y7xrWzdMfNO~fm_uUDrJ
zbP|XAQDUx|vCr?H7)Yv<WcI_1gm-@FKH=a&Mf}n1cl!I*d(bIT(RP{VVw>$pWHHjv
zb(8qL2+dCx-j$%QxD!>WR(%&-S{UZN4<$yajTT7-o2J%Hm3|cJr*}A&jDs+1A(Cru
zya(sSg*W|k2j}6UrD7^uaMctXu_0}f?mj`LT~VIfBzHEUhk>(V$gC2E#F|5c55L>C
zh%Bnf!%b(?DscYo#wtiO|H51}aO6R{{}DQv5)-4FQz>Tchj3)Ve0#N}D*!DrP@Ldd
zPnncX5xr%@yVDB?e>tOe6~Z`|Z8Ene4IZYlI5_fVdOvf@eTQ|t7W6Qc4Xe3%yBb;p
zo_6zZ?RrI1&xD)y#AtCkFQXPQe5<gGY&<*|PR<Rdn-&fZ$aav^Mg9YrARHsnkK9qi
zU^*I1Rf|U;Ti*&#$X;MawLv>LS%GS9cHH?Jv+*z)&zGD96g+gc-q$t5^Zkly!euoD
zHB6xLhZAiJ!w~m^Ficn=tOsodyZs3oZvO2od;zL)=f*}0I*thSvBHmN=?f!AGNXRu
zv<r-Z^Om1(Z<yXr`<|^ILgIaaELsjk4_+~D!fG{a#G-7(NSsdu^xZ*zMaJ(M$|t!2
zvlXG~fYTA{eJTZf<>{jHV!i84HDE`=2`pveX{_{Mov0W8f)JFC#3dDtdY1FZ@54SM
z(+p>SK}04wnbT$}Up3^ji-kHnli6Q*7~jh){|tY{`VqoM0+a!!ZDdu;LMcD)F*Fee
zs-_nHbV6g_zl+k{FFVVx47*bZiPUBz@|Qb@fg1$a?-LT#+>Zyzy_Y#YdF&29eegr!
zUrHBWw*IKkDUsBfzVC2w-{qzUl~qU{3h$CYGt)0JM(u}XqrrPZ1~!O}24B}<Z{#Kr
zq5lAqrX!kNFiE#Ykkq^QtPJc&w;?B=ew|zs32uON%g77Ss11d`7aX?F=Tjw8-<72(
z6fceb_p|!$Dk!x9335gf-yM62iCM=P{9jPExnPJW49m-78ajn@@c=BRWMq-peIagb
z54f(5RqNNs3EH5M-l47;a?Tl1kB7S@hpC##5Ad4k*f$h@yFT7(p>$?NjchiIZn7T-
z!d610e1g1ppg!0$ow7SivUK~!{(aN9s}6TMp&_i%DlE|<3T;o00VZ0o18QEm&4nKM
zd+RcMDIAHIkvYEIUvalq5CGKlcd(B_!bt0n$L$ksxBdR*9M`RMdriV~msd}htvVG^
z*efBvez3LeCiCq^bE_tRP?lviZQiqmk1aV>G`x0D-~(qzf&*u}04OnWWOxYTnmRR6
zw1}^KdDqZjDOCazp!gYsJsFrDgAmq5zIAyQx3$;n2c)pasoE|$n2`@-<DO&dk_WDt
zCk?|_(%XSc>aXFeFnRH&&bp7RbvNX`^}^&JlxZC+1=eMX1<1~*mX#k%E1M56SNuo2
zUm<~}cv4Gea>o%{w~VAf&-sksN>{}7M}TMNAvXby{lP+WrOoYJifHkGK^Ye)J+-ec
z6;3svkMxxMX;NHg`<EuYJy$&W+%i4`kk$HV0Th}jq2pWsqXND={)n~;P<RwLXQ8N2
zh@dlBPmv&5VhW(VyzKb{ACX}x9wsp^@=O(~#l`(VMcV<sPsPP~vPLx18Z4&A?E<p>
z!ny;#CK*q#09~1>Pmb+Baz%~+HRVv5_z~&|It-3Asbq4Z4M$E#5e48o3#sW4hVFw>
zlZRV1$?QQ^8j@Ut=fZp2D({IxrC)N&Xq^g>jRaNbL<~2BML)D5eE6$+W304`!Yl3t
z8LwYGgtmq4i6xr5dTOm&{9)8Aa9pMp7LOkuo@S@CwieykUU3?}qK|nE2ij&`1urOn
z>RgY_bBg1WN{kT$1rkr56VQB%<O=BHm=9Bj;1+v&U;X8O{3`op@tk&KmU>U?Pt=6#
z>f7OxxtT64@>IL2xdF=49*pQ3EO*lIi+P0MYr{%QU5#w@Uu%x4Ds85B?5f%(yZK%d
zsibg<e@USTZqYt(dNI(~#hu60#oJX3cppZmk;YhuQ8xT3B%>aPuwC98xiRO#BNH_r
znxm&@u#DH^T~8GE6XjDLlcd{+9Q-y<;Qwz5M_^HuI5}oRsD4fkV$?5_P_MT7`<|uw
z9mqq|Y9O(*+FEQdoqu3cXOE(!hM{Xt9|z;URXY3C+94WfcaQ3aHQV4i&ay*-1+{@}
z%(JIhwu+x5@EEe%B}j$&9%ZgNmT(i>mH+qm=6qFsS6G!+VDBW}o4xc+;=%Ka9G@vQ
zM;?44Mk-@Poom{DOo@p|X=7%I=1Ta3GPQP3MKY$Em=c9;2g6m_?&_Zn3=Q6XjWI5$
z<Squ<T6ix!=3(SrF<tfl%99$IUgX5?2%p(!6{`yxrik{$6t$~f(FLsYu+aA`cx9+3
z9M;A(%F+i-ObX8;8m2g!i282d|FKk=5{QY@j1|sp)v;9#9T<J}Nz5;7ninH*#sYwT
zIaR=vHu54Z&X7Rtig%W46~=@N=0fAI!_FU96n$%hTN{90hNOajgU2AfN|WSt-m9(W
z0?-13ph+I{l;?{nqCTLl=eELf{j23TTQ6W}MdDE6fO0<){||nj+D1UGWxc17YU`6W
zpXPVxlwm_-0mJ$7xis;EvSDVtPl2D>j^P!M2eX0NIyfw+9S>NU1sg%cpZinW&Mkge
zz=_>Wo5TIUR#%eS&+#DF_L>)Hc<s<IRHw*Y#8-$f7K^-&@3()XFI*^`?HEc0V9n(?
zn6`GP9%>aTwgN-0(1I!=TGZM$NS*qojo+G1A)#Uvm>Aq+1*9R_F|=Le90sm|C0BIo
zfKjXCHlY(oh8ZcWtou_!I+tb?mG|GfhtKa36Jjc!<(aBnL4L>>lvV@7+beEN%z;Oo
zTl?9?OMC3lo>r_pV!?tyk@g?~4<t6_7lfHZZQNa0qu%$0U!yW>Z%?3YVq8q*9E`J}
zn7B5mWods2uCS#&ffF5&>Z16?R<F0-G(*&q=Hptl)e?`ZUPP)(1pR(srx7Y!pa~+P
zz;_285!cX)3A+hHK1sW>{z^%!tNevYB_46T_cK#3bfyfSG1yukyboNV^*@pIkfde@
zx{iuSqcHvKUBaW!L6?g1UaVQSqa*De8;-OukdF7k{DTZBz?jX{!8c}U9S=_YkqV$^
z25fS4OaBp{6?8?x))Mbcb{6F-L`_EI`LNDuR)eLNv*?f6E!&C)8YY;npZ5&@v4ZhI
z#swa-ebQrQ(xYq9g}NWYft0Nbk=^t1pSlbqJXWa3t$<{BOWeapW}Uf^kgkMOf2eW(
zFnv|Ohx6jMYwQfWvdqgUud;6G>857!#-HL|-gO^uGcWNE{k9Yk#}U{}u#U?+tY)U9
z$}JDV0~TSCPw2v*+z*pcCdNI(qQ-kf;6>ppMDHm^<1-WncR|1xZ=~-cW|lD0r%+tb
zaru?eyT#{t_xH;BZhMF>?y|-OLV6V8P;zu=eRL4JWZd~vJmh0J>BY<4kP6T;loq8T
zd$p>^`&*^O<9p8CF4%?m<WX7iof8N@h}%3mg|g%8egjK8O&s_aU=x^oY195$2++w5
zzz39fWA}>;tbN@Iz^x*OG@&=8XxXmt77H2jxhGmO74G)KXAQX7zf4D=0+*fnSALS8
znuOz(^#n{e$%}ij)Lm!SJp-pG<c-2pxrKX?zA~Yx&OtP|eY^w?I$ugu2S68ph6p0N
zUz7MgYpu?^6C}rBH=tasc4vV2M(uRH`wER3WCX|BK}yl{VznfJVfUC7TIF$~pG$Hb
zF70OBBvFA&1gOAg4v+pgw<)3mm7-C&^f6H7yQ1;Wx>q3HSr2UQC(kmW0%<TVk{S#y
zjpE#B{2I2G3<-C&Vn)ch$(V$f`=(-ls2$;~6V2i9OEuYTT|s`TS@m`F<?7VlQapLW
zPl#y??pz@c1*&pTTMT62DGjyx2@;}LJYp5!pZgL-sTYoEPZIq1Z+y;qw(64E%+`|V
z>x{n4E==QOB<&(~Uy%9fs^)*||0oWJ2ih$!{4Nq~eK?DGJFFKExw42}+NexVMQ!x{
zv<M3y!m_$f-q2H3J~|B}DATB{sK3G!N*^$#%OoEbb415{6f^Hf^Oz2-SpNA64Lu4S
z#*<9KG3`bvd?e^%7=&9K8GLn(cotSwNUX~FgOal<h_7a}t+4y|{EITfshuld@@+Ay
zA%!WmjdWg@CbRNDH133i(zdCKQCLD@%$2v2@mf$WE4k^N!WEY+(=iKf6K$ixBoWRA
z%lLV&Ush$s*-@NIOgkhGTM(M2?Y^QY+=cp$IU&sTDR(ITtBU^&IqM7lOXYCOt<j2e
z!|h&(yHr&T_+3NAxk{5?*>{Zd1)N}+{NMz8{LSUw%eyPe?k+Jo$mEza8><vYY{UE6
zE`uUwG||$>gjM_kBxI_IL`j1QjIRPKqD!b>4VTCGk09y(DnG`lJV)X78$ZHe**wN!
z9<XYuuP#HsR8JT&RsVQw!4p>)t%f!gqI+S@kh;hhf8X3kdih>ndf%MQc-c)jDNgIN
zf;Xqxy;k>BiThisK0S)Kv#Kej=ol7!LNWm#$5107hyE!t`rk3C0|r@+SO2{V$D3B;
zX^P4g_`uLG$=(4!?nIwcg+mGA?r^G(`?Jf}bJt^SE!|_Mc|nV`{i^haIau9StHFJ%
z(ZH}(R!z)x$Z^ntvQ_OMrUQ{o{2>Z@FX1O}PSab79f%$6*8sDL`|xVFbLlhE{P;6~
z=Lb$?`C^lN%|L_>D|mblofR?T^$^kg3-<&0Lk#4nvt~gv>HoaX!BRiK53In*b{|In
zDF&xa+l$NC1~irWdSTjD_0&{E?FEn9Ht7oNeh|VD*;32;f39gTDm){IJj|pdBmjY&
zvwy5Vi(xnlOj+b-YZzb$r|AME!v5iKHV|9;XF&Lh41D(`1m<hSz;Pk~cx)?403Xu^
zeS=>00-^d!+NmAq5d;v0_;k@(pgNd!7*2h#xn{~XiP)I{`3o*EJ{6v)5@0Im&p~{0
zWM1@Rs&Z0}+!e*KGWZxvdz<-5Z$`o!K(>E`gFxD5YnM$kJQo|Jf`EcR^4~)|7G_AF
zZMqXr?_V8RA<nx9tVG!WcHSNXV669Nq4vdDfvD@>iKEzcuUeDl&aaPgC4Zs4A$^>8
z1_hyi4?+Tbw4B|j-S3a2-bO3Z?jWU9R#`ezW&f@}WpFZ;C?(?I!t=keJr@~dm!aYk
z6a>RTgc$O$!%#&xWtOIn)y37348cuUN61<%tH~&<Nh~YC-^hpLv@1|x{43mBnb0H3
z-7w2JhJ2$vE{x!)9w<5vR$dLsfA~L*s4RK2G|#d&&+_xk=c$zRcR!luY~AZ{Q95;X
zfn0D2h6^bMG6@DUx6@+<VSkv;@v2FHG!qcZZ<%J44?HRkSYv#!PMO#61|b|bBc4S4
zkm+QJx!L-?m$Y+N{FnG|Xx9(byZCz-4b~n6!5W+Ke2>8?g*ZNx-HGr&P6}N0Qiv_b
z@}m2^Xmv5@cs{?n!|Df9&d~<5Iyu1`YG1Qhfly?p-ta#T%q0O})EzHg_|wiquzWpg
zeUAHox8>~mJ8<3{X`drRmoB@lkJ4k8hC{q$82&UonsNTodgBBO`iV6g(zp9!$3g@Y
z25I3n!#pITAJ2aV#x^FfRJ1Jy17&TMy_aV{3FwLPM{o^g^3L74!vr>MVCv`sB`frg
zFghSYYra{z_2<&a4sKnJ8JYFym^`g)I?&bbRTWr;c?Tf~uK9yd;181{A}TbqTNB*P
zO3;^<WCc>Qlg_*WlVSab!USi&mHARU#bwyHGh7<f8wX=XMfqfG!q}9t)nD1@v4D)V
zca_=iTHdA3iI)_cRyV%c{I%BHTq<^RC*o~Fdp$`POl0nU)KvB;_I><n8s(q;Pss@a
zWmL+m|NMAtZ4270c<&@6)5k%(NFLH_V&M{*?PCeq;9f(&AVyk}QMk)5ekv1Ief}*e
z(?BCxSD!Z0%eVX2{6jG}Gm~kGs&n3hjJYmG&FkGfFa#vr-y#lTR$!&hv1t}V1*#<t
z;a1thgaYN*sj4Fp*zc2nn~%?AY%U0RehtnlvFQ4`WpE*@HvdS7E%Awjx_(<fTP?7T
ze)M&qfNJ>MbdWkZGtCa$Sa>|_$6-OVx@<A8>Q%jd-1Jn{&|>!iO4}+U=8G?f-M!;u
z_HCFoF9~%3Ieu-M<xA_%Wk)c-5k37=SXFHC>Xk)y29{X(B)om^YwBB%O^*j+=Dc?D
z<CtHUKK*2>`~LxUj*li1VkB7=rie^YD$J8$b6wAW@hhU{*;;(nz|-kip?=cD__*aw
z=TEmud+UAp1n)S+qlu^$6R8#*i+J}s<eeCf0_cl1cgwSQEwt}<Rb{^F`#bDh^55>j
zeVYtni!pwRq^Gq7D$63?;JLREb;V+7lKB0<hs*fK(1jck)6L~jJP*cIm>HSeC)ua-
z*&0tCr?2___CNV*l$X_`$5bCmhmtj!vd?$kqP{V^YtHw)>J>xnnY5R@JhqF*hX-iW
zn$nz7{qO<f6a@FBiuyrXc~QDI`|ZjY^#Uro)0?x;>#zLB$@6F>ZA$`8n$I;ZEwPPE
z|6NvaW8vP<cytmHB=#Czr+ekbG>(_pSG)n+x@?=c*YXYX@Nx){f9JXz30N&ojS1J?
z?$=nQ8xY%Pevp)xBxcTtT^UzH1p+R4sB9a34b5MelZzw=c9yI44^JDQh*<u}i8_XY
zbaP_J1W$I#bCZ<GpD90p1M6w^Yw$SKohubK0t{?C#Zi9#f0DsnmGkGlB%((Qc5snt
zguTs^<Z+jtIj8n1x9+76oui(_p#MWU<kAk9(kMJMkPsRiRy1o9(2bG+I3_0xuj}Z(
zLaRFohS{Bs_!jaI4fI+T@^SfN;-}k|y+FU|Y<;mo+ymD@2jaIfod^IPAE|F_<iEW3
z?|&!63DgH(oqh7JE2jAyDo_-7&ji6g0G#7>SR}~)h+-=4ubI}@T!?XFbaI8>>)r!a
zit;gBOoe>uu<jnCDiYH2u)jG8qefLRpM3%)wk;f^W2k<t00Ko~7}>x#j_OJa#MQ@N
z<Q`n)Q2`JwHaS5kO%@%F0=CxE_y9p$&57Kb?`tqKMEo5D#reN;tIh9;f^d<|4%f>;
z)uQ<rd3yPWyT_DQkoZ@2Le~E8p02=LXmZGOAR^=lrhhLs5>c_4>@+=R@Xn;A#pNI|
zWl*WKJ0auGCu?05hY-+6TYw?|JQU1oCe^W;o;6aYW3A0qBTjM+1@8h8*p&t~-{2fd
zw`j4TM<n;`Gi<)M3;f|od4>TJ&t!bmb2DAd=i|WGu?6(&AI^Mlim^}q17UO6z6JB+
z*vAUDGMx0mFtY!J4`nwY4}7ijjsXzhi0X9Jqab}Qq}?slTh0QOMt&U7)eORo;{@>f
zVYh~13aRCTmXU*&nS+Lz%?8DNr=)GQq-|T;V3@afBk&9$ruJGV8R{2d^_}g|STBXq
z@=t^)K}yW0nZQ_NVC+n1?9BS;3{?jl3#XkS?BB-jgqF%=SsRQ^!vLB)qH+~-RC`H<
ze7!RJyKOw#zjyo=`u!T_hwSuN{#gm^Aq(_>8XnI$`+U1mgWW}hW`qT6D+go-;le_^
zdwmWs7Z_ENk)0XW^uXtR4AdKdqPA|ViP?q$XF>PX{4*4Id)V=v+3}^+02jg0U1>Dq
z*V@lX_L~?4*IU4%SNStQbrqsbhjAR+lVRV2Ww#ff9REG+8(iAizO9_c{jdT1RG^9s
zVenz5M6oz#4Y+e`U5V^pbM1I9PrFSll8g*wOwBdq7Zo<1R{n`&2A_^eji^!mWRt7z
z-t~_k#Rdrirq8~lHg($?TM3m<Fr3Pw<Vq_Gegq|VHV_96S&Sq<qgLugLI#b|a#IE^
z3+4Ny9~(|_VJaEC*?Es_HGOCIIfI5C{p9<2*9;3uQv|4x3y#lZA|SFK`^I+RI(Pvi
zjBIoGMbdrNAzkGHA)vh1-=eRlD#LbN-ppe9C{T*<Kg=8VbU5k9+KH;M&fjhsFFlZ(
z%2`#ts{KR~@Y0m-+`+g99hN~~n91FuT|NXoVXT<td?M%*xNCa&gFEi2<a^HOyQ*8T
zzPz|iPN#>G$25pIPd2g1m<=}dl;rIA@m-he&&=XK$f^%*ng<9;%O9YUqY>?t6(@X{
zHhAVKp<$l!2>nN8SL`BXn&`3@S$&dE^Qq!cXryA#-YL7M7jcS@5*|P>>;xs#kMmJ@
zdMFzXwtnNhuT)$e6LLya?D$l<bx2J(^$lg&!_@!sFQ1lYio|8}fBI42!r?EfAJ&@v
zmEk3BM|$!wI14u1uj1Y+eZt_IPs{SlN=B>IF#V^|F??CR;U4Q@8c~A}jsxT88VJ(2
z%wA&&ir3@B&T(Jfa|`(J8h&8rKh&m5`exF+Lg$@j4pmo@x1h@%Q#zGVrBZhvlqcgd
z=@~#S276SEiQ-~pCHn1qNOS@mz#`>kH8Am$6RbI)c=zN_4R>E0Yy5%>p31SIv7)}$
z&r&mL6+h|U{vvAN61tKtuO56WB=d#abs;Vz{b<cl{v^glOx{_=nD69o^Ou?$_?lF{
z3uOtl#eu4%X;Rr?4wUUKf{F2C+!%tpAwA02(&x3e>$jZQV3)#sj1d{U@=O&a!a`z1
zzpi_#r5t63pY6EWU?S2TYS*C1uiqwya>uRPWM1%(D4rcST880A5#k@Mg?QR<R`D?P
zKl}Alm~nFaHQkh`e!eP13q@f2tdHvy&|qSo%@$7}zU>v+{AS}h0byd$_9?4j<e<6&
zbJ9J7(nlhmm2V*--zA4j|G#EayawX&^f>0g5(}WmOvCW6T$mBZv2awUr}6w-uU^*;
z*h}~O83K$;<@+r+ZkRgI5q9kCwIQXl4^cs>d@jqB(D^6qpvIOidB7|YiRc^5_&+$n
zQ}R%IB;+ybe}Hhn-C{8X6FNxEPPLmFLdJo>GoL+72$J?8>#zsgc(84}2b)OP7V^P{
z$D#4UC2zXvi!^s$#>~|D_g_=W=^mlGADbU=Q)1Q>Mi8K3G{B@0Wq2^fJ-GE@u!mys
z8hdc=)!?7^e}9F3Y%q=QJ%hT^t0&C8%ooDJ#FPu!gQ#o@@F3VmD^P{}P2oLPXRmV2
zt~*sVK2bh}9xKBeD5$P1?&^9(s5R~=yn1ROBv4SPAq+8oz^?uP2lpA?1M@zPtl0aX
znegzMW0LndMYts8Kz65EmPr<aZJIjReA)H)Tkx)#fFee2qp=xEOgOsdq%-2ZYmQR^
zxG-Ex-*l5bgspj%-+flKVox;3+n0OC@d*{EYBxA)m;?@)d4tXJ7p5)m)fW@9YuD6F
zUCm1xa)x*B{k_Ba2(4t{B_YH>G@KRehNmDE*uI#xlA+^>VDsiu{x>v*enTs;d2sE+
z$<GhZnl3!jn-&hFB#kYlQY`1_^NsiNQ|vfXZQD5LDSWX`fp-2}c<?#-L4dB8b?GAW
zi^0#eMtZ(j$gCWiRfyGM%h2_0nkW{^5%4D2PQjfj;Pl_A6EY`5@Z-aVLj7&04%nWh
zfy+DF3Vu&BK-s4Qr@}u!vIjp<bX{{yIR2+=EH2qCl3(B?fEE^67E>Uj12EWM$8+@4
z{nTd_$iPu#ow<n_RAoI{**v;8Tf0q}c_r9PyB9QP6N2OS7<j{wavW&EKvZY^uD^=z
zE#L$UDlSi(`<Q;dSYq65kX~@ME4b+~yZnJJ8}K=akRGizS=AkF<9xjw_U*FMZ`;RV
zyK<<u^I#BSM1LVRHM&AO&!cYjP|fmJ#CJkK8Z#1n9tSsUen&+5k9x<I1N!dlRb@#1
zE7d^&TLPU`wy)!J6?;bxv+AL8tCAiCYclfqx6yK)+m_k8Oe6j%@X0$V$KUQ`B<k?k
zDhN?8EZYsE{8!l31_yTJfkpJ$hvnUZ?f8nlPT5|srCQdqe^N}7kzE}wT-W$BfSVC{
zMbx?8eNRej@9Ho+(d_%~Z_#u10fP-GCvl^9b{bool4e^jj~_-E<~=I>aVP3CgC7N+
ze0lXw4NZDaWWLy5^1TTT%jQ#D0koeF>46&9YLjCEKEXcrXT~jQ&JnZiF}@l;z*92o
zgBc63^7PT)?fRk;=vpJ9T&gN0cY?~Ui`#?`qJtN?Q2c6+tT<T)Ho`(_qLk$~6{^gy
z*||0o^R{4kMDiVQCW@?hdVA)Ipl48KGsQa;uXRKS8?%D%{nT}mp6y-!U9=pM8CV7%
z07E){;Px?pifVu<H;sOBzlf8O>1&xNjik52?rcwD)^zUmhO8CR1z7Y=-4jkLR+XuY
z9}+RUzKOZ7vjtO(zIy4Lj<)IcsyZ8Ke{s6N;mIWvlW*8FMj;`S<;dzd!o*_f$2Df5
zp{49spIRa@b5DpTpo>S<J%X*RW+goN80tuUH2?K!KU}tla*6I^p1rG{U~g4=E4wRm
zdKlAd9IIH%kP6vxzAqvd8g={@H$zgE)EW=@@%*21qLpwkvi%DCi1EH4rQh0452r}f
zXhomuN4(VXef>)%5Am)rLdeb_6C>M9;dHX$`!<QWh&wk~O@IB1Q{aVNE~&q(Wcxuw
z8e8kYrBBr&a)62U+Y8d_rLU*Taf>S*wc{VVe4Ol9T;5uQ!IjRA&%ETPF1a4QZ25LY
z`SN`E?p1C8GzRjs?i!k%_;BydCRFdCX+Z@l{E7an*w>>G8fz$*Frp#exz(trohE{4
zY&NF2V%g*5+NXpCIxJ}B>Po{Y9>W(Fwv6-#DR-^(m86?C+7lI7hSsu3$g)^T{|H7b
zz5nejZ-eM^*VtvVNT*%ClOHd;ZJP4-{qLSS6mH?CiJVXaEBJ5>#Z{Z9P#w`3(Wm<>
z2Op#OjTMF;S-hp|WZB$L%q@*MD4ZF}t)mc5bKzg8t{qD;s6vdo{pUzITEJZzRcM>s
zLH;&2gWZs}d`7A|D%Vr)Qhk=XkKc)6Apw=`Xe9K|ixml}ow{RJZu@mp*jmI4xCMe9
ztegYxATSz;l@66D{UacNvgKg?I<;ccVqyD{dt!T$^Dg=Fr45R9+|yfnHYGo7jdSLf
zvWE`*XfczX4_;s!loJ#i^oSIDiGYD<@tb95sM~tI+gYv~G1%=Bh8`Hbkp50d&hF*<
z7IJ=9h2;4WUGXw#g#y3aRi*2VKhK0WU<;-*(wF;sI5-MsPuzksC0T|UE06A<!0wyC
zoxb69X&?NA*IoMKb(M#rI~^DmT7m1H2D2tGkdICj|Lbmv=}X1Av06HB4ZW3exL)=Y
z##GyHA(94Butza|-%bR&)}WXq$Qqa#j$41DIo&_awK`i-|9+$(0@Jy|&NdNDMRCSJ
zFH}dozkzfjH3DlEBGQXQ%=cpKzn=&wgRX(wpYJx@tu;`<=zT6XL;MhZT%ER*xp9u_
zo4XAZ1)iUb`8UHQqgGQuGS?oF$AUkRCw}t#1d+Oa)3bJE)CFGv>@zD(*Y6slu+$<v
zbUW6+;mkgDQqIN+)%nfxT_)hh8mGEE4nhcm9%tFB5YmSLQ^^yCRw%nu^E((xtIX#Q
z9+l)8=jav-&(K;*!5*e!{o}BFkqtAxJB&3WZsr-x<1C~f*jrhArS3Z5tw3zo?mF%|
zLEQ-qA9g%vkW3|tq8nO{`|GpIN$87xB0wo`=2!)t6@&_9$X!1tgYWzfhx-!*X=PK#
zZW-W-QJUv>(v$YkWDYwrat^qXYaRO+$P(C8z6#nmWf{)Riy!$p#_fI>&rH6S-D`R8
z3KDhC8sfW~$i}OT^B8N}EWnx;&v&F)<J%txJ!7*7C9CS)10KEsvF%cB!|Fmyb6;m)
z8!JQ2in79{$;T__k=U3Os3xRSIP3UA$3u)72kj4#*htz{!DA@IJht;>=QT1i7^<QW
z(%~P-jPdt#&m8{IyS}h#JHKk5Z0E4BWCS1oPkiyE)S{kLus&`IbbJtaPpk`5-W6ux
z7DD8u_U+5_?#y(SeQsQ2boEMe^^)3)^>!4!?<juXMf^Xh4du-c){Oj|r7d$AKbVnf
z8*$eI8G<?(WQ%zW`+}m9iefvAAk3S>H6t?Y->#288#Qtu)7uUOVmx4BdzHCRA+vhD
za(dMP*s~P;7bqsQqdOC_+iYh^2U)z@H_bZgpqv9$Hi!0L`O12Q(s+qH@Dh69BlN&i
zlIA0h7!i%H5REeW^^@!SNbnup0c{1z=%X+n@o~(Xe9V;#X1oyH8}Ad%aoxgrbZgms
zxmTGXpz`sM%zgR6pBB*xS92!cQn*`#_{S_xr!pQF`c=r0irnP~#P*HM_9OS3*w2Z9
zrBOF2f850<_Df3BN+04PUpF>;6qQ&Pl{gkrm-w-e%gSj`rE>Gl3>l*BZO|_b+drSm
zuK?BQ*)0UbTpxglN&YW$zR9DyNg;IBJ!D9H#)a;yZJYAF$YIy1BN^EFOA^m=#oOt%
zc80|)<Daqfx1&<Hl}&*nr}*LU1;+4&d*QOEh}7GxJ)ibsX@7MSwDY5*!iqg}0^e0T
z_}2T!8}@Va`mNOsmW?e=&H48A*?{HaLi;{y(}B!>et)5+^7Z0ectSBzQt8ZEpGl^<
zv5m;~>to_{rP4>mpayW(4A($hQ<Be4uU`V9Dm;41Z~P}OqV?r5aY50Hj`<9+EnXXy
z!9`NCmi3FE3zc0{yl-(A^a9DD<d=5b<M-p+T2-PWB8lryzqAHh_25f*^5TNhSOPqJ
z=Ks9M{?eatKKb1L-S0((o^Dkb>)~tiH;?`0qI(!de5~;vlgB@18*~W4bMrJibM>@<
z6cPpDpkxgR^l3ph!~P}HRT~+nc(=*%Kw3&01;uVa7<KD^398SsDopQWu9~>CD0Ykq
z3Sh^+#^H>bHFvNK)b@ReeW^aSbG0B#(c75D7QFG1jjXle>W_;hPW-;Y@`rW!2gazu
zdt<Mkc&nWTdCh!h2=>}=5R1ao@{0)}wr6AKO!C(Bbh@TtNQ0=X<nCoDyuT)trg*=R
zMsCpl;=|J^vSTgbN;Xd}UKx&A>}i1=jdBm>Ktxl_gM_aKGn_cWpEhu%)8e4NBj~j5
zXiA<KXWiRQBj2OwToTfVq2dq#Y1*FQ_p3F}x0K0}>g9ed#~p^{CFc@UEoc!bF~jOP
ziQn7u58UHBWV3(G5^>K=l2L7)M4tXTSHf_<Z~=Z!gup#d^qYg<YLKLT_U$hM|2;*k
zf6jh4f%A*PH#RkeoRgY}HZ7coJ~5^-`IK4pB8&F-p@F10iwA{d1F{Gya$9QAz-&`z
zvqTx4cUP{)KKva26>ieOz7UYKcnUpEIUl9(bMY_7Stu!ACAJS$b$nzuO*&0v&l{ek
z*AE~@n=FkZ@tl3zAF+|iel%_jcDO8PJt-S%V&8W9uXo^^g>Y*V`(UwBvy)6+yanSr
ztma{q$8W4`={QTOsS!g4C8`m8S^3&wbyWE41PR>%0nzTaZK8pu&wQVMdx34C)QSBd
zIU*meT>Y7c_~Uf)4Iz(O2V8IhPsQ-%`|7FxHX8TIQ&x4Pto5w~WhhL9H(~W!hK19X
z!_~PFAxhe|Tm{65uT;t%jl}E|mm(&DcYNOZxU2q>ul!)vFlZ&EUO^$iLt*n_L|%29
z%7iRcZPk~SXK*ua<f+<Cm%Wd9CI8Xe3>8PZ&GzpBFphiqmbIKmzdP{RE;o2DRAWPC
z<DgH3D#_7uxmO&l_y0p^rirL~5hv36wDh5bBhr#!aV3d)OERX6Uohblp7mqeSBk1B
zv||)22~R(%_P36`vX|qdeATeAWJsIrqo6XUI;)V3EIwT)v@?25go8-Qgs7*t8OnJN
zsG5&-e4i>%LSoBk8igXVs>ugN|CBHZl}?@#bUBs2&(m*JE;juxY(GI?XRUcfuN&L*
zvZ(S)v2)SHl;n?6)dTD2+maOiz=6TT%7&*5CH2o*6nv<{M6^{CEG35{Z_sFJ>f5K|
zIiYi#QMpxLcnC7Uz}py^cjc|M_tx&_pSRI?ds}SUB=tr;bvtA5^2Z{k?SZ#7RN753
zLo$1q@#F~HG9(%i7DrcMKQFCnTTEwe5H>IX-a8h*$XcFN;ldn$Zw|u@rJ{J~|091w
za1z~YBg@3~uW6Wt9Nab3_c5oIp_;5`vV88>2&D^n!}tU`U5fNVKuKZWUwi|G_UCAW
zBC563RzNx_^mg{q1!v7De9j+1clFa}!~J4)c`jr%-<Q;q0hRF1FC30qm>XURS;{mT
z^|e2^60n=ToRR?7iuRIG&VTod=+S@oi{FI4sZ<_jCkXSC#X66cs`^$z_oYe+2V+SY
z;ksAiqNZYEuLLL0P@NxiyS?(Oa(dzdKV|!T3NX2T=X_l{-Z)5=5|xwkS0M<o^Q=75
zHW5<e`9A$;`Z4sck@}Awy)q%1Vqm-Pq)7k;#fgP~8*CYQtqhqj!j&Vq$RycXoCXZ6
zC{VJrS;%0^_oZqf<@>gx$g6xH1Ee(*(ljNXIRBNn<$n|)eN1)gCu=qw@n{d<oC(iR
zV|4{W<{=w)$5wL0R`6cCB32-_0w0^`Nrvh;){{OB7vIrmmhoZ?!nTAu%)E3TcvRw)
zXig-by^-Aep*}knhI~?mIFaF|Ci0P|kY*lpR|sO<i3EjrBgL9seh9305FHO$;Ua90
zzDG8G-T+YX3uh)!?(JA{<gtyO;cxol=SO{_TV+2=d0#YSId#_dly)<A-)$+nwl=pj
zZL%vEm)auLKnCjikGL?2P>~GY;l_|JF@D~UQoK-NxygwQ93^-vdp|&y4hs&D<Xnz|
zJ5no``)7?8^-^xGwFf)a8FqFHOaHb0%zN+Uyr?1U``)1}*qT;&a8j7>`MhzlrE&4r
zT#<XtB-Vwjf5_sHWQFw5wRHO5r!w{Q7flRg9`w+U^ia=KGAgOHcQSwMe0!&zehYBG
z=3>3S%_vNGvV6MuP(rm&^(M1N@-dQG%L3N;5{SdRanJ{X9B8aqff0V!CV@+jvTvT{
z7arw+Fu2z=yLVF(4H!=##(YGAcSv@p^*+%e0~tb^vIR~r2OLk=2QT*LPi8t#B<R4m
zi!)oBgGHOOL%Y`>LBN9Jf5(({m?L|b6U^=7H@6xv2x#<f{d$OyQCbNJYY8!zUXFBI
zhV7zlb8iM#`3dMwuFO!?{xebNnIA2En;FN!hd?r1ahbr_%$z*~+8^vGI~L!F+r+F>
zMd=4q=i7{)xpdd(&Z2jP6Y_L7yW`&mQ{~~C#dqcZBFY~i`o3CCO^OUj9`mj^czad-
z_R4t^U+N)|`*YCC?P03fkDiOeb<Kn94Uma{f!UOJe{cA+IF)iazo&>&;8}-B4kIOp
zuS{rh4%L~56GD%Scpa;yJc`9NkRdyZa%~Sh!0O>&uUK2cdrWuzk;cTWO~Dx};>Igu
zDkpsqGRNRnH!&0t^wgx=`uVPz;WO=%+85}=<0;K0K8AU*l5&&ke3#9lcLVzNHQT^2
z#V4M^C>cn41t~Qw4URDpbi*bjcrU2h<DYxvXB+%Cf)}y=y<X{VU0U`tuI2R+Mfq0N
zGPHU^ex<_(sn9PZr-;NF-?^pf;CB&+?yEHY6lz_41O8#ECt+jVeL+l)AEM%dh%)P6
zq*=c~`u`N|6xdnOt)>f!VJ5eX@(0o<U91`&i&HxNCZ0sCzXC1ZkUuAEEEvYc+MXH0
zVX+3?C}yDr)lR#CV>AdeTsmL2PEIa;W}GOqkyEG0J&Vl;EM-FdV};FJgv9Nv02GGL
zdoxB@7b&y3*Jq<oG?fyYx+yClli6Ly|H0m^&^`zGTKLRG|5AO5d*%zPArn<;?8$VD
zAcBC;Exa&G1RZ>fW0CU23t!Ej8n3QI;F_;0IPz!zacX2+e;Wg#al<Otm&oDAA-!^5
zzY<km{x>G_ppUP_B4PLqr`{`u?C+b1VD&btyY-LEIr}!A_`@i@rLYaY%|=|NF5-`e
zrHh3Brzgo$PX2dyK}hb}xC;F&ZAYswdH;PTT<sC8-iso?xhicmZbNnJsI;0;H2~`a
zmv3YBm-FxOB@OX~6}e|7#Atz1wbL_B$++{7zGvPI7O^XTsEhj+rh|G&7qs<SEK)wS
zcurhBNfcr1xK%sU<06<1ZZ|k2Z-iqK*m9)?oD}qkH%duQtUf+G6k^kQdX%1Om=M)-
zRW6^wb)Ux;Z)<=?RfgBms+-5thJn`O#O6LfpHG-MFF=K9X}%Jjxq5_qH%-nF%V~2>
zUwk(d=jE5HC3${{bn_&x^0BL3k;_;Msp96bl6B>`AZJ{U(_a~6VSaFT+3~dj%dF<B
z7WH#ed70yyJ2^~ouL!%3>$S@^nR$7zpw_A@ka~|~M4b6}fudSoXH@x@&Q}%L%ymrf
zX07Mr7NeaGC_`jd>h&y3th6Un2gsOB!}9T1c_fy}Gt(}~-2@gA99`4O_jxO0BHzN9
zf3e_eGd<=#%ndSXV<iWt1q_3A*}eHHE@-DG;l4IAVrgPA$lK#NN<j$ns_$ZBsMQSV
z|DB1NQc;r@&-E@AVNT-uHw&tlg(9#n#UPhNjVI<}4k_!;<LVn%u*zr2xc`_nYMTDy
zR1?Z&KEV1&50}?UZ@blf`62}qxBd8~tW&h+QJQye%Ga;oOU;GN3LVmJX}`a9EF&>x
z2nx1jq>F)aF#eOW<icgG@8M(xex2v3`3Ty!>8I>SQ$>3CY|UHd^a{k13i$5+NwXDI
zY_AY6W_)K0QEWdhNV=LF2*c|tdQXXOF5C2;j+}t;JI<rvhvZDy&*~KnYK#r4v`yV&
zp2{}c6`<Q*cy+wM6c(ODHtaU%ZT_b<KbiKKL4TXiZu?#FUfEr80s$uS%LD8H*&vuy
zwl-ts_UE#r{YChUm#@X%ZCL4%RV}Cmx#Rnm0TuObr%sFwg2rN!J49xlaiHVG343(O
z^@!zz0Qc9A01uZTx2BW2HC>zh^z|Rp25SuUEZph)*Aq|}$_(tJD<D*1e(GRNg<!vv
z0_D2FN|d^=dP4x0Q1)L&{xru6;`QC5Lr0nKOn=TYorSdfognkxt<ct@GjpDufGq9I
zN8iXbsL8V7`fy1lCjnd$wypSJGYDoRZ?<d{uxy0oOW<vOvRsF3sq$zMX*x`ia!5_j
zG@f%vF)qi(03KIh@;Go7t(vUBG}uETm2M*On@F#mKa~o9966tnP)3IM4yL^NTlCe^
zQzvzM^syvKt>w=ja#n?-UwI~aC_%w5=>LkihBm&nWjux2z9Z{#3fbhv_HPq+{1E=1
zO&%d8Sb2H!?g`N2NB*#uu8&y;)iUf(s_lBx%(*z~mh0SnVaxx(T4#j4Cowj8uLHhv
z&bkUiUcKY@SAVdPh7{s9e!ZGxB-k#m$5f2vjf2fhcNHV(IiR_{CUk$%SuT@6khkS^
z48erzSM7Y`2=(yUE^Gs*C#z3hQl$t+43##I&=`xfwQb{Ed}}{Yh<*#ODtTI~5TxRw
zFZY$1u#LTC)L`x}Y$V`5{YzNm+V_vn?SE?C+<MF442ZbG$}L>H&PfI#whT?ibCC2y
ziaK{N)tfs0f~Aq+S>d!Fw2yq&@i366;-p-pjXI20hJM4wp^%{?WF&z=Sx_r*x?{#;
z&kN6&UM7r9X{Azgsar-2md1aqQuhi5MW=^<Obm8Vx~YqHK;MBSNBPq1v+Cj;n#vF@
zJ+GNP9J`rqWrfrBd6&Lvmzimou4QlP(#>?)flArEruL~zrU`uICalw}b&szEGCHTs
zOIIHj{;DSJ#n<oYR`5^v^G|bE)JNbogEbf}Gi+h|;}f&(QLrf6e^W;sxeY73_*nk;
zWBKLv`*XmWTt*ZxW3K!#VjWO_flmRKpA<}^f?6Mt0?de~Ak7sGGUQ}OVFkwVCYoa{
zn)8h|M~*fpt2Sq+HfMl#k0&uUg+HoO57o4radZ!J%-9A69V_S3>HA&*#|lTFMbH%5
z-AW&hcuWTw3>t>K$^5J0aIRGL_mjY75WfrlP|xl6oF(nfL#p<nbs0tcr4Qn;1AEDd
z(fZaOzS_D6WuN{u%>6o;e5;$lPPG}l{ubYy{c1h$DpdB%U5x}<tt48_b<Qj%@}Ry<
zZdR0nXZuV1e;&Eg#1mlQNCALPpxJSDwOS)*CeI6-Hottot(o@hnfIi*3K=5Cp3aN8
zQS0)O-fEh?TR+LrxCm<yCI^(9e<<jBY3c@1@|IcJ<|(TBh0P}NvkbB(8A6F@ulXg{
zANLQf7p9F`!5%EX#TFFb*H`7X)_}~EV(mMk_e(2tHCdjwjejQX!u3n$YV5luy$;nP
z_=e4DZAkT_ma^}dk+B!kVcI4|?J@n%5N}&%@5i;Mu{xc+cM=SJqoboNLeQGo{{48n
zm`5=o69m~DA~IF^+@8j4rt9i2{~9A{0`B(--<#g2o>O*{E*Uj$D|g<T_SR<`2*SIC
zkbR216Ug+$&t>-61m=(b<1ciiY3)97NyZKCkmF}s53&7^1E=~(6k~KCVc&q|MG-H6
zk}Q`e3BQz_E40P}Mm@<~&=;uncH=8VL$GtxsbyUCsiT@=P3Cj-#tLLJUI*>ZFxJd=
z>R+NZ4q@4{=SB&}Be*3fi=6yH^-z`4)JpE<UD{aP=gGNA;o`;L96GB^HhQv|*}Wo6
z!!A@e5MSy-w<@m+=QJn-_^~h7QpZHhPb)u;k@QzB<ZY(DpjptZC0JQiSxoaF7BBj4
z?sdvNckkA;fj3S}O5XDk9!vcGW(6e9|5yVLDkOoMwtA0p;OQy}Aqv;a`WJG$Yx=hq
z%R#wmx2|!DL7dXXLyP=+Kk9Ut3UAz1*}hfH%!<|075gTmV-_0~w~?<^Gg>_V#nl+%
z?3eiBuWUVSrGq<}xN3xX=G`*9T0Ga)`z%xose{I9OC9=+aRz^$5tpbL!uSV%itpN~
z4QG|bt&mi?Dd@9PdGWkxqQ2y=fq5UKZRaJ@50J}PJ(cg1e89Xyg@a<E=NIzz)3iOQ
zHnzZj>Dk34=}qV+yBRVu{ToxTvG%suvPLC`AgE-J*|1kUvg>h{YuuFu$5JroMomK%
zJ+9TMarV}uy(x}v|F3-isn-f09kAi*mMriwnJbA8VAAB@v^2(K>*P+Vcrx`ig?DIw
z_Y8J$PZfaRiF@5e;WFZW|9Q>J@H-coGI5oM3e+z*)KEZU;}Y@EQTb!vhLo@|(Et#m
ziN>4n)p*8=w;kEj%Py%hn|IWn<jTQgWuW<vMZtgd&nCN+hS@)MkT?kbJ&3@lTi&>G
zNOyoD)Ex=5zYe)kgnnwyq|py*|B+2w*MXYr1o~UsDBsea3b}VPK}V+yXV3HH6B_j1
z73ytQaM68sqr~qlenq2K9$H|~BkCtxvO8YJI8n+l1%$df&;RONjauI|wU}v{)~Fja
z8<>8SHT8XA>ZxIR+tRYds<6oU>C<>mzH|Oo#MV@C;spbfn%Re?Us(h}Axz}x@`HAV
z{Va!rSe4H^R4S;3pL<fqmryZTrfc8uj|AVM1d(<i&8W=e+XZ7>NBm01!dq*_Cz2-*
z_(p(77=-<ZSLgTYGFj}V)~!^-Epd)fj0a6aJcjAwazWKn7okFq(-&fM8g|^dJWB2h
z{7z7~28x}wFXY2#?>>Ap^Zn?C95X~8W9%t3u+@nKJ@yFejvB2Q`6=$c)x}cgT-!(A
zfaH;=HK@LhZ>V&wGVBA$ni%82pH$$rR^lDvqRcLQ-d-#Td$kBQ9e$OBi@Prf)h+uy
z5f?WV63q~w&csKzN1lLuT)SQk3<)tuldVr3To3Ak+~g-wJBS}*q$J!fDa6I|0Z2FS
z0RyEIN&&C{#fr}Do;M~u`~|m804r)vxxoJ4U9Path!FsuIu6t?&f<vki}_5FH%M?V
z@u|Cq>hshEGJb@!bFSV^3MLn4+9IEtQ{9t_L;i#ir<SMelMeg4m(OEkpbG}VN=%{p
zxW+Hl8%h#g9%<EziDL|^<y1869`P3Kif(yE2EtwuV*H4!?nKdO>LA`OipVkbDM}j?
z>7{}PVLLE+3Ko`fh{i!Je=L#^Cfvn?MgC6!*WgHCS26#wcYi=*z+k&%q0!!?`?^$f
zK0Lj9v*lNcwU4fYU9aPJtKaLX$M|$8avbDqG3q6X&-<ShFO}ciWLMsf(t#YNVh5xP
zgelzH_GY&a7v^Uxn{r&OjK@Du-LZI(vbU8o;wCbEWL=nQSD0>B3WS7<BF2N~Qc^|k
zkL}!~>?nL4{U?u{14Z{Qb&y#Us}R7P#2NgDwj^f*XtF*C{Q*vY2sCFXTIUSpFNdO=
z0AB`ce|7x*rRtmSjf>x#+6b<|8%&J*3hQEI55H+-uVG}pA#|$+ILx9Mx?mE>tYPBg
zPR$kAwGWB!@$x;A1x6z8$M;dTY<S0=x1%6%xgHyW1=mo7VWR}^c|8G6<o$kXP&22X
z&55hciK9Idpv_5u5$r#Mf(l|T_><IqFUiqMkLIIQ>tXTEMN`tABhs!TvMyP%Rei)c
zhd-?BJc!>7f2jA?>dik>Z*SHR6qoVH%QzYvwPO2Z-(F(mRcm?Pdw1Qz&)0uu=fac!
zRQ3N_`v6n~Ky@oIt7>*6S_vVlNe=HwcB;U!ogW~!<RQT57}ggTS!=tFE~Tv9rlA#P
zv#w7&qwcDt7A@Hn`qoA5z(cPf4mbD8&r0gf(uO^kmOUTsG~RbIjq(64`x2>RPlp{X
z#Mfic0j0?FucVlwMVhWfl)TZuT>zD|wsiJvxG-kV9MKEOm@-cv44GrNterTpE=evc
zzF*D{E8^Pa;f|!W$3F>a%O_1|5Em&mHm&@qi9UV4ccx!fi@j>@O!xb-QJ_+ec(E&o
z;AcdekunS~6py?QTdox=Mb?NkMa!~Hsqd3*eQmHaV?+nMZ<2w|GI7bRd+UqpIakh0
zi``6CBU)K%i=Xca?1F(M=hWb|nrw;r7+UCHx;ppuVd$@dyiYee@!3N4`&=bjr;C+}
zWC0qNCjsH*0vIgsbjQ{L6xL!?)rS<lv%jUMLk7F{U#e)rSl{lN3oI8?A)d9z(j+06
z{;-F&N-fh+pv;5{3O}SU3+hlm<`d7b2vp5S$#Uee^Owf0NcW?I<NNJ9gwy-mf_#Fw
zFR8~P`+NVC2O!Lz;NnI((hWy1y(J7{QN*^RRQVgGlv5wfBM>)9=vnaO=;4y42t>Wl
zQQxA%q&by~kC&y*7KfVDp}sx_JBP(MP3^*&XkKZW_o(nK<K^DD=*`XDw=HbqagX7t
z6xntVRV%e55$74vP|h!7+N~*euU>p=j@^vtW)s@HuVYIzRvM_*Yx!q*tvF@4d`WTG
zGmySA$)k{4Iz-GzZK&-^_~f2p!iF;S0!w{OvD$PdRR(GI&{bxP{*c>i!5&t;7_$vr
z4(c9%iE?(@sO^z}^PU)@?cW!&CwZs4x!bhTKUTd|vuP-|uw%w=qPJj)T~T?y3HCcI
zXq&t_z6bKWKDq)wEvMcQx-xeM63!b6nZ>{Jp5F?M@CqA~-_*2@pfvujv>-np1+tAX
z-S~}N6<;&yNMzd`%Mv=E0;vc;!yih#^&;BrhqN?{uH)~nzc6r>4XVm0Q`TiyosWqZ
zMMwvv2$Wlhe;qZ*c?D4>C-}xxPfmCIhP^owYB_pL5HyrEx@qGwAWH2oSfa}yR)FO%
z`2Kk^k>1uDQRVgm{drI@@RKyhOpuUZFucI+dD45=^7n&&zKb!wx1ql4Uwy}ed<Sx|
z$wN_wKC4<jCl5X&3OrOygHeGkhq^wU_Y~GWSxY)PjlAbwoo_VNd->G2w;z|y>tC7_
zZxg2;W$+#UASDkyuDjS__1Z7|xz|v7BNcgrH43{%STZ7m@3JV8<e+iYWc|W%R`9_2
zr*M}*mWhex4pqR{+)6<}%Ex^nk&jW@U;fP9#?V$UgsUw#5~XqR`ZP1r8%&Ky4OC``
zb^B9?23@nhCvBXSt(zUnHLY7(ez*9)A7O6*L3JbQmfK-J+LOc=3(f3~tZV3O?Pt7p
zJsc@_f*_Kmur7#IFaq~|;E=!q7#7?N39W(6H(>^rZqrGxLO7>pI@5MK)B5TXk8#y^
z{2!l3J@$Zs7d4AXm~|iCzwOv>v2$7!d+d-b`95X792ZbJkRifbbMbBPuRPJIzW`4L
z47Na^pMSkjwdjZHtWR8rU4yZEQYuZ^ID+{*Fg4e3Odxa^h@M}UK9t^s>4Up#F?~8I
z2<716(PrXvJf@n?4MheHeZxijuYo&G+c+7af4i#e)6DhU!Kaeu)k+R0eT3B;u$^YE
z)Oug%E67>)Db(_(*kAf6<mR5DfYD5%ML7dig+EEZA_~|4A-<Btd)WEAp_%`vpZhXp
zl3%evSV5pv_6rOc{Jw&j9t-DnZGn@$kyqIxhqpt&{$7aU^N8!e<F)4Ia!t^`Q?$1h
z#dmv<u7~oE_O6ts1NeS^>Lq|I1u>vdU}6gZ#dte#JX{Da8rS#8x7;gpzTtbdkAVs?
zxC6AoC&G{+l0XXv!Nb7U0+cI|&)%}gtP{T^Za6YE8ZRXp=Zc(dL!sdBqRzY*7Ch+6
zk9H_JJ6%>L&8!NV=_Y)d)$1HSv-^H{_x)w^dlC=-Ur=cR_)9Q`LJ!^u{6CJ)J01%E
zkK^{voh`|o5hBqS5pjn^8OcZ)Ss58gvbnQzSGJ;%)v#w)*(*Dv?7jCm`*7}lAHV+^
zkB92f`F!4=*ZcK)zQ(>kg^bur(fRd<gS<)Fw!;7QYN<s`BiS2R9XIpTS6uUB{3RL$
zZlQU;13#aGf1fk*FK6Xn4$c4|!WpPa`bs-+dmSr`1L&2d1DNIlqb^~#-+R0AtI`ps
zdh0@K9XEDzH5xU=b(}BfUn}>zT*Ny^{3ZVuf>D5;rB{T1SR*J3;_tHUn>6hv%eM+B
z2@mV*3tqUoZx*($T|O{sKxi9()P2Mrf~Q<NrxQMsQaPp-f>Dh>eW-ci92P6a==F*a
za)&Uh2fUw2c~Rwt^}~-&$y@4y1HbzCTh>8Y<yn63+c}8xxy4;=BtT-Vmc@7uMkDCe
z7lXz}FrsFwxsN`FS3L+*cz_?D_NwIbxOv&ZY2=@o;_zc7BjZ~p<~JWdoiH_nijVM&
z{pbMg=dB*=oyG-I70!!Q6N`EIWXF#;eGQmd&{6<9Dw|CW*7h`rY*_`Vh~SnRZWnP7
zhRZrPbz0`EY$EjM-(o-f<XI$t+IaFx7=R4RkPqK46s*+9349hixW}GQaB&lkBXibj
z$~&<p1|8OaljM|uhTHvJ2^n<C1<~D*pj|#Hlx8QQ*qbxwbf|@t^qS`)MWb(JB>@0S
zukNXiuAZ~oT#qr-NS420s!vF>f0khSN^B*GrX3TK50v{_Oo{x91{uybt`D}zcWwF{
z-rGqROJetxl{Wdp*zVB!c8lOxc*}O@o)e}?Xe!ybj^6fz(D?U%f&;hynO8qlxS8me
zg|n}7U@d&IWPb03N=D6+L|>(1&0k*4)msBbaSD{i6F<bR&cRr9QwtHKHbs5ao|rMQ
z{ZsIF0<NoR9{ZS>lfmTv0j;7$4^vfh0OxrI1j+2h7UkfvF7qoSk_f2*N~cz3CHa^x
z!Y9P++X%mowUwKfUl*cA*aNW&mzs=${ScwsF=j>~>FH7d$W)~V;ZWuodENM{X=Z-`
z2=tYs3dV|4aS&6(On(-VURH%%&Srt521a4Hpl2`VBSuDCU@YEka*gjS2~dfc)-e|@
zX&fZC9wdt}nPy?BT9}&<8^a$j{}m+RQtM9C0yafXPX2|py0<QcXC{b8puwLTjGQR(
z-7=}Q7$aDWQXIKt&>ps{`R$iT5W9yCDCU*-iS1)YZ0ilZ1tIli7f7u)cNJym_*L+<
zNVq1P2~?=wqWZ?3tw#xm@=}9-Gg^eD>NgUy;sLR%@nQqy-Z5<()!UaUvM~8Y+EAE~
zm1N*Kg2M2aT$voD2_o+px=`$S10$^w3RG}`W@ErBL0$m$XH@6H*m<dKAP(eCZd-hs
z5G4Xbvcb4VySu?Zb%W+x2DN~7tmG)B>>xJwk%g2_4t!BNl7Hu5Wps$Zhi8};^=uN7
z7-Z0QWjoyMem{OIb>Tp%|D-E9hlDhOb1t$4TaXa~g~NFDzp>RiSeeF2R<Wc!<Bp>z
zglLw$V;<DBT%p3NXf!?5!>bfktPI|wDUaWQc$S6%Yf&IqAo7!;ofvVZZ~1y<{$m@9
zYM;@QxN_6=3Qn&Nh9_c9f*v|D_}`!8q(ED5@a$#=-H5a3e_T;ygko{lNw&x>P*_ED
zc!n0LLGX^jnEB|anW;d;W7ED-(o=EVvs`Z5!R0gHf!Tp?cN&74(`HY_SjwiXVv20_
z=kjVrr=!3P%B<r)I&w+w<39iPX@72tr|{!GU#4Qr%S$7Evz~C+RP<|q=&C%Q8vq&y
z!pwwb-Xzm0d+Y9ws6`*WmK;mugN!_}mYJb$fN-7q4_rSuzJA~%$yWV${kv!R`NofU
z>5Q06N$jN|RKho?X%XP>hmX5c_Y=WGj-PGx-ZvFEB};-(`C$=>TNHi@m(e#b``zU5
zxk=riMs@`*3^sls%aOAZ{yYkef021qy;{d*5YQ{^m!`e1%(JbsgNX(FF8mjSZ)J1{
z?8Sa)p(m}R*Rf=a|MHjAe=J8?vpsB$QS-!#qZ)~}3DBwudo^^~p=f;Aq&h3d*IsSV
z%zW@LX?Il&wAlfU%@2R@ZM1`#OYEH6Y_Ss$w-*n`a`Zgnq#zW3&3$Qa)W5YhS1Wtv
z)KQChAf7LKz6GEpe)lh}*%Ziv7Po<bk<ph;gLwKynEz$_Gw5*>^&I3H{>`#Ux8K*U
zGys@rhNMXoXJ5%t)#E-#{#3r8fY>juU3OFsF1fwtDLdGG(@<yVQG{Xqg%2EFT+14J
zl~k3^`z{lGC2neGW97Eu#x5PEbwhQ|woyvG4kfD*+{Y9jV1_1wI0#ix%sWKj9Hl1W
zWiax;MOys351$G5BJ-ldzmST-2Y6-g)A56QaHdR(M#lS^*X4b}WhAwV(=V@7@zYZw
zo5}mi&CQVCT5B7w>!W5oZgRf-!%LFdzWA*xX<>|eGe(#Mj|;S<o4ZX2iB;NfRQqz9
z_~xc9fswt#{w}BKX!6oKC6vjfUwAG(&IUyK2BmZzB`d2i4Fc<@zu~yN>hks()h?td
zrv*p(jjLGdEQvR7MiV3ymJj_oG($YSFW_m#oSSlxLIDr2AFq3dr<2IK|C4+Y;p)WT
zIOr_K$|WCnJ4~`d<6hShA{=cg9r`RaW>KWWw1Y{?nAdtkMHH?};6M8>PD1xj=}_-S
zd7-K9^4yJWWB={B*RPh_-e|pes;QqT>8j#xRjPmINBorPQd)PA#nhiT3xA-RWkmdR
z=CXxn(Kpvb-E1;5(6)Zt^RXk2=2@yj>R8&U(G{~&?<&^6D~Dg!(a9(qclh^ZJ>z?8
zOrIg5KCWW1U!K{#mAeTk&1UQz)y=();1;BRsvacF9)@*2fW4%*BbQ*6U{oHL=A*3F
zMTsBe$$icF__XvJ+vg&^k)E8Y+i~=+<Db7D=x+#S*Dk_1HK<kZ5y;v3u|!H7<Oi4k
zUn+iFL%yozwd;d1#L=l;NKuEB;wt<lU=5@UQDrW6GtoaKseCPGEp;kuM`U}54^$aB
zp7F%<;W3e7f{U<s0}20m=*EwkWL3!KZc2orU*_ydQPIr8tg8kmPh<m5%0t2q)WR+Z
zp6J+|{Fx7vcz@y|4LY@61av3|jH(12KMc5ngR~vU!q(SyFY@&8Bwznzay{9!C~^D+
zfFCB_X-uaBj2CE~WI-U3YJ0p1;vB0{F=Al0gZT-mp=z0tbXKbuW(94;BW+kJs+M>F
zUB9k*9lA*kzPk^4&8)3=gEHM&f{^n>fM(!1ZfaDo!_%^$;U|!Jv>KlLm=?4ahQKtt
z8H3KNDy+djAcCI|7}f~^o<5rT_RASK0J-8`*oWy6K={ydBs^`T3e5z{Q*JK6K&+BW
zlo%5d3s`~8a!U;Xd?+cOdQi<L3@8%=JBc}G!o3J?KzRn*`vE=MAh--D2q7g7u-5wY
z6G(FA>r1U=>zagc5Vnj5CG>?FuG><NP4{nINGCPmF%%K#jPdNhDunQF=P6%H_ocV%
zz-2%Pp+k{%n3)Yg`Jtdd%zKZ0$O3m}uvk1(6hH_+H>T<FyjH(kqy1hXWksEFJkEbo
zLWii5Ng%^fN{8#d0bOZ4m-^9`1j=?5D6ujB2dLJy&9u#P$&<S_9#ik@zL?px)WqOr
z>ylk@V`|`j3(WsL5!wWq1!OG+uJd@h*In!CFC~-x+)a=hbSRc9oB;oBA^H=+J_6g{
zhCuO+>r-8ziFj)PPs>UOKJSh$E`9UZbh7ZU3OGVQNop{pE;FQVNlm$hkNMOzipnI4
z#&nv#{Ic3^##ycA>1lryr0;Xv*B*#XiY4r~naCU&;wNI20v{9ynKB6VL2i)$(dhQ8
z;Mz2kY^eeH#VG%kBa5{oi@ST~t6!I>cV`{bAn`yo;>V35XND|i_8J>D8)qi@17W~f
zG;xU@EfEak)3t11q(A_{>FhPl=BV~?Y2rxf>dM|Kt~6(+^qwOa@lzkXNpmNt4SW4l
zn$|h00|hKM2TxyrS-#N(nS|V}0vr|eEokjOuDZ!fb%ShG{g-QoIDYaTSw#4-py;ZR
z{Im1OHVn8OSWpfM?{I3HL5E3aF0y{6xn6QcLHK4f^DCg88;sgftWcmz#XyX%l(sD8
z-e1an_m<<25yxh>7?A6XJ$6!)=4#8YoYE6s7T1B8c$5tAU4r@+hDJ%<pRs89MHj{S
zb@}D(+uL4gke}CSCO<Z(ia*>g{{#V;M|ey9Pl<Qv#vKUdY%gt-+-b<LFX3Z#&9cpw
zG|R9^P}DrM|7+>0o?r7+!dOb=ptMIko9tpU$M=Bm>gMXlvo5BDWI5lPg|5@Zbua#m
z#Vv}<DK<3kC73$@qA4|Uk_y=c2~)AiSOMs>Zb@cT5P2*v`U^9Cnn^7dJ;T|rnPUDp
zq+w{E3-BvOLgZtwQ^eM&TPv+v7jgf6vkH(roWXANpLQTI$lsS*5ycUz-Zoal-OLYu
z)m%3p>IRUCvxgL_QONGz^TenD)UF^_jx(u~i5_ccI}k{(aBNoJOGCzpfwezwqRZlV
z`C$PdIv#`}rHW(lKyr;cD&{4@ZTMO&KDHh`73Rs9(QN7U*$5K;5e&m7*M7ruz2@%F
z<Wu;@e(e5gM&%}Xoh6anj`??&OU$EBTH4CdRU>>?B&JEcL~<1~9)82eukEBSh04tQ
zP`X8cU(MX_5<NYblXIVvKRq?t_aFH*as2D5t-?;%efQ_fiMI7kpYK=PP9Yk{K4@aq
zKe@Y9Wy`gvUsva|m}hv`Oc43%TF34U^OJkcXE>qzk)A_DCK1CbyAlHl%kmrHzvn73
z*UXu}?emW9U-6)s&Hdp2c(vQrF6{@EPL=*r41+jR>$3$)|M<wWpGD`75D+!HPQ!_b
z*?T9kT+<x*@$cE6<#+n^_m`92550I{<+PgYyDA(0pM{w~Cq(#53P)JWem%GuKF%br
zs1Ja1Uosq>UTS&~B|wT%M&UY-{J|q2v@^NqLHDo@HjVi|o#xMoIEVl~=qp@?r}VCk
z%D*KXA;cs(Ye>R){Sg2V8l89m&yrz^K~BX`uFD00o-<zdWF_*aKVcavj97zHwI)41
zGl>c0mT?9{J)qOEow)ov34RjLe;t%92BGD@6!{xlP!pQz12*reDKQ3-zoIG_*5Rda
z`=@OPzqX}#YfAE!|51KWQ9*`lek`V9g-tvk@1;V=BtYIzGKdK*z5sq46BsDUUH=sn
zp-?vgAEHd3X<!W7hu{VWc61vzr-3Eu^~+X0+EkwzHh~@5DD)>h#%6AN;3uAomqgY;
zdE+8UYR8zCM--vALpyMe7P%gAF20lDXOE(0r*DO!*SSw3ZE(X;jTX0PP;c)BTa4Vp
zF`D*1@WD3@oe6>+3aGTQ0ZECrN4Wq&Osf^cb<UdLCQ#sM*#Jb#U2qp7r(H0t{pVw3
zBv-^i1LE_|L6oB^ah5Uyt#XV}jY3N~C-%E00rvZi%^&H2p`H|rmXao_Sfu|2rN1D*
zEY2}+A+<w`dKi))hvm{KBfTYri0Vt#ukrsoZ<@HUN{50yoGV|1A=@Ww@U5H<e`5k4
ze~$knGhG4JzRzqq%i-Am3?A*t_vQSYhrzKxOMcw9KnR)4FE`C5hKxB16Tr9hEk|)I
z!g3*e!o&2D%k?K|7S#o1wfVw&<Lpk(n=bCm9=@#sjnDs&2;rG#iQJB8^-`a&{<@=7
zf`2O0glM57LFu>Ei2TKpE7M%K%{{*(Ae^sG%&&n7I4a??iw>wpbeG^I1<pa}5Chwx
zm3S6Z_VoCZUKtn<5;seB1xApd@^esPbx>jeXnR%V*YIPgd+=r24Y1CCI6)n@p!V_7
z#`_n&S(8)ml|K06QdZ|ToYSH!-2>{}Yp3?ix)}{o@CCJ*SLm7h^=V^+C|J4E84zS(
zxM^-W|C@9;HQZj~%x1<+O2&*i4Z>fRr>^%Zq6Oeb?od7jxp_;-WN*b$pwjfznZGd6
zp9YU<-&=*M!R3jwzh%|{5Q~PGar)b^cP}S3>pciaAb8h(rC93`yw!4aosijar3}-_
z#$@v#CpS|3r)}#2Kjk@PwpS@k3JB&h^omo!^f;lgnq>yl%uCR#tt|I_;67M*cLpYA
z?{tf3mHUGmPisy6e({X~hv7L9^6%){-(PEgFFRaO%nkQ4%-GDo4)iTA9r^~yDH$qT
z639ohtqh<M41-0~j6XU>`AuSU+0pos$^D!xYCNVC1p+|8CCI39^gU+zRf``79`kei
zt{2%cMmY$L1YOFnF3n>43WE9o>T!^dbY%wiW$T|6QgIA{E327zzCH4&KI@lVVTNN>
zg>^ndu*HY{1ol>j$~P4+4qe7(ri$xa&Q8X_LLUSd9D2VuO7aTf!Lv;`6ov)qLa7Vk
zXq9-FC=o<32KG%X`M%w4HE&`VTmOw%`E%D%fjt-mLjA8XX}+A58p+*ndK|oQk^Zrq
z;i|0IW!Vy{PzNKq5;hT+U9F#XKlUFK)84m*e^TkDv!>&QP$>7W+(p6o!3B4lE{MM0
zx8xd;x)Jn#sdcu7&(I3a!?Z#5UACO@#$4&BW+FonT2r9Efn1EfR&3sfEC~5gYi#_L
z`c*qVe3@SV53kaXZxuv|3BiK&x&j`>&K2&|-|+vg%IOC{b`wGV@jY9tRGBmP)hW^4
z<+5X1?DCsEzm~s=Ox@OLANDZen}$W=0Q4s|x+GoGq9Y8&Cz6lm|7SXA^!)b^NDk#w
zZ1{gZ7fYl?Ql1eZ$#OkJ)bHbttoQaC{^Bf6b2F@4zdn@e*A$5fKVz;5JrYex@dM9?
z=NH}h1gZsdwkl1uZojPC`18#(%f0E_FySxf@2B?<VylMy6A3V%dti4^bzk2;##Xb_
zpr7+V)>YTy3!>ezwuY-U;>*o#J)8uo7~F0@lD2m^*jyu~@4JSY9p3(9@^|cPH|fM@
zE!g_)xB8vPtBOzDPwob&OZs*pt}!168syOQ`H+><s?Xb10(8&xR!85I5T1M`ypqtY
z#ryu-+SR3XVRjhnzX^wd=Z)GXkrQ+zBnw>>TF(iTz&U)(c`a_J0BSw-F3RO;j~m*Z
z^O`bLT?!tKuMHjo?1)avy5X|VKo=otk-rH6NW1|j9+W2+)WRYK!~WQuNX+}v1;rxr
zBqwqtr}89~(j^u1i{vwl2uO>w*t$c5fXU}#<W`}J_=G&Fpr28U`<JoEPv(^psnxgY
zB;5%XPeP6gW?c(nHHJnE#KRiktWXd|w;$rC3)*oSr@Px&tVS2n4_sv=2N<xoG2IRl
zgM!eY3LM!H1iwIPc|gWTHK1}s$CIrQ!b@?3cr@Y0i~&e+1h2tMlTOt@Q7Yg*C6S#A
z`rvC&8MlWc<f+d2B$U8*u0aH~4(Hff9GlZobb&eIN5+|Dc>N4GNz}yG5Vy(B!0&=O
z3s529Hay@nzEWfBT>sn|7!Ra*k1?g-FmP0sHA<0s<ZpRRQ5Xj~uD)Qp%#^GS;^yQR
zRuK6!;E4wG_@sjbngUQlb@#hEQRRD=k<+GQfl&eVUm8P=2FMLO^%Hoe^yjx)BCf}@
zzdd4x6VaMjTgj*GUDy8<{Jus$4i9pP`;0j5G-n_Nd5F%8ScA;Od9MBr{MEjrcxyfK
zd{w{;AjWi|3@mhkuzVBKRJT!{@im<;InMk)MI&Ytj}2D~9kDVM2W1MhDX9-1STcNo
z3GDoG81C^tD)c_u@;>4#E3Dlq4A?0=+rbmPoe`kOz5x*$>=#0;C7*s;?^V=W+crNo
z@42;g2Osnn@siLSmEc>PQgBe+Ft+9ipjCavy@SQQ|B7LttaeF_EwoCWovaZvBnT|d
zV^b<l2u??P9Az8?)}j#IMvi(JFtDi5zescXb6ijW=AY#kkQM8XOQT-@IPwccI#!mN
zrsmoEk`@9hWTMJ8-#n7uBPYC!Y=p>xh}A3x+5k`_QmjPK>yA}jU{uG?-fDu>N&=N<
zWa_|L_|RH-*II#!u4V7)R8uG#`;cnx*l@VCV@qV-Ji2uba@YC@V+}Bi^((ZCK-Hq4
zLg9kmHT}je`?q@tkNAl7?Yyl&6SP>T1=y@9H*$iWS25)WSngrPqpjyT6O)F&N=xFF
zVRpG%Sz=nk;_v!88E4t>=Xm2z&@`ESbyCIIUT3u@iM7~V_6iwdBS(T7Z-r=rET$7c
zJB%3dWqx@ARed&ia_xjxud+SZyXU(8+~RZ;d42(e@D*#piDU$|Zm-&|Xo4Ex!p|z6
zVU;E>TLO01$|LkjX<gsJxm$et_s?bL0S~c-+vHW8TT5Si!YB(os*`i=*TqGgIyJ<#
z?%~3N9U6xk5_D1{FDVQcIX$T?^c`Gls#(0`%*+I0%_Z)Hkh|Ro?$P!%0p?KenGOud
zi5>Zi<foVXo)(H%N}&nbY#s_PeZC_<3MxqhsZ`)``p_>}ZbRK!j(kb`--zPhuQw(>
z9wuG+OIyQ45l$XN#gn!~N>)%wjldmiYUrruI_=Z=YqF<axJ5-FXwBVU7U4hB0uwrc
zXtg2eSfLEztIx3NzB2Ul8fGRq``A+Y-)$4Ac`Ext9g1z=C7j-vvaR7&(I%s@&qlNz
zdlR?opO}+w6DTpr;&d_p*Bs25SJ<fnM(l~*ik=GepXa)Up0T}USniLhRE*D>=PY{m
zyh8E@iOlHIJt2P5Ki&Bt?Ki^V`C-3Q3dq$=+)F#9q#Ja&<7P#Z$#tXA?Zpv44lZ0f
zGBgk<T1S`GTKu-wStJxGyC=MQBzCYcm^TN5_f8k@Ua=L*I~8*M)%kl(x$^Zv0^0jv
zaLvPIGy!h^jWLrUguE*EO{Wz7h2VUzPe+D*4RtvIonMx3XMN&d?>r`ORfHd7ghJFh
zN+Eu=aw%@}bK75o^<J1HUhR6+5D+__!6o^0nUzO7r7>Ol2S3}o8#dXB2(|d4C<&Og
zt9tm)m{34u<Uun!_fJ}uJP<7i5&F1v{Ps8udTsn8ZfZG)vCM&;;f-X<z+1U5GYL|D
z%Wi?{JC6Hbz``M!`U)B4Z|)yNZ3=`X9TO8uMf=kX>jTg4n$2b0JnMo_NufV29<yt3
zqzO%CJ{Ze>=f_Z3s(It?eO}qwgpYmM*IyN+NfxovU^?Xre_p!Y9Lr(90F!xTLkOW!
zwH*0IXcmh{6?7J>*pB4?cfKq(T4F5+qm5&Efv$_IzM{$Cughy@mA;7&N^fVIv-B5!
z<CpS1SU)*fr#-k7c948`KM?7hGO*aY!r-~`&U5|#;re~ZYUgynQB6_aiJrwCy(V%+
zh2qO>O~z_m#__w7gItz`rSZZ`^b}TWHMXA9B|wiNJ!QU+ybT;pnn>jTtF|ParlSFA
zgmD~KL`TAzo{HW_Le;36qQszR-31tu8pKP%h47LYc}J966anUTOTK4!)%k@<FS2g#
z$SIClGzL}|M~9qM25j_Nl3;$Wvr|74572FK*Gk`8wM&JL-e`gTH}1yUgA0}J?t5-O
zri&@*Hce_`uLz%<+}bLw?%nevl^lIOO?Y-M;W8%d=C7XbTCvX>|5WvAOso9{?p;wn
zn$vjjXG3=|DhvpM{sd{+8W?Ga4z%llZ`-?_ji-DA3q%)Z!tvCLFun{TB|XZDAEy?E
zrb9j35SoLi;=;X{P=LKeJJ2#y<>FA+NJ;9$S7pq;%h-y`Sh|gaguQ!DgGG~{K*mL6
z@t8qIfb#drOu%EV5LHe%J;==xMs?E?D;GR>x`V-DVs*Eei-KS|``Y3D`3-4(v$Tf+
zSiM^9mN&$8#E}H6@ihsKOI<t_Mm~8wYC5TgT2AQnfS-b8a=c31T2Ug^BKoU2Tl+F4
zYB~E>Wm|$d>?8e#!~KN|51SCY@4~X08&~y~Ul&u(V6KJ&?TVcBSd|q`c7|ah^xa;h
zcGo@y7X<6B3X?ba573_l{K0EVmpR%or8h{w<V6wL9iV%JYL|b~=ZcOkEYP2h99Wao
zEI_%u)0x#T^KC|pZN|wJ#z`R{5egiW5t_{#RgX@nzji|4MEDM5o9XWKWeOtyA@L=X
zfQ5gVxNfk8kn;F@0&hG_--5mqVt5$T0Qssk9hq5wNhd&26^{vdNFIb_5V*_Ek0b#-
zk^=FKZxdWP(t)rrR@j9Wa+G(a2nCKZG%|38g$~g&R-|rP6h>JTM)(N8?J23@m$%$O
z4VZ#1O;Xh9r6}KZh#)~vda*F^^^mrVAPG5VF~FN&q@ZU^&I&zsWC<FvF!fBYAXu9J
z)>L9aJ7n{?W+#z3<tN?Aqe^zn|NJ8N_JAQZuKA(H!3_okHdeByOa>@~;XzB_=IEQP
z`@8BRJMv0)p`P=3HOuDDi<>nZo1h*>@hu#Dcru$^5AIA0H-a4+^xQeVLXGF&O&8HV
z@B0-}ENnFe;b}?gTKn-yk@N;jTzFN8j;!B$UYMg85KYIyu!2S4hl|_`OpO60J}Pc;
zz2Gn&N@%jIaHA=W>S}<15uAM9n^WgO1RHUmmqB@97RJ6MJ=TT0*6mGq)149SgNhfw
zh~C*Kxqg8NI$2-kA~lW4`J79hQ0S00ZsTb+^RnD}KPXXdkSAF<KGP!4!MG^8X*6}k
z9$qrzB#{+`{-Ar?fPho*tJek2aP8u`!aKpwGU7u_)bh29a?MkzC9vIA?@r>X-3Mxd
zmc75~vs?G@Fz?+90?P|KH`ZF*e`gr8H@CJuKf}lbC1-YxPlJa!rsSSK`Zbg0#I^J*
zYhi8=k~Df_{_fuyI0gAV^OtkaqCzeB2{DP?T+8I4rEh=f0oLm2?aql--Yx%Ck=|Df
z*Ou}>Jib#d@?+^SOX^~a**CwC(VpP7I;pOz7R0r3;|EgIOVX7^YYdF?g91h+T#IFM
zQpl}d;9<Ndk$yJx-YXsd3`L<C!hmYOSTX-(5th2W6aRxb&OR~YM&fh2oic?JZF6W!
zL@y=!iz6$^iTGQ;418h0#hawP_x_Sz6=%&y$+A_0o4H!xEM~|%i~B_4&>sOHfYknr
zW!>#7{}Do>G6<CZ1@$#pa~0(&3)63s5_57K7c1B=da);VdMr7neAl&i`8)b~7s}oJ
z4qB}r6WCXzvp#&Vrggf1iDv&2W<S}>&GhiqIP*)zyT4N2n;r8P?ur_F#O2-U0=&Sk
z6PlPnZ=G%L5HA4=D;zLHWWZ~V^r!`JnK?j?Xsb?`IZeQ6a8pnU!5b#056UGD3M9@z
zC835Xskb6%dOVDZo=#B{$wd02oPP%nX9&|Lk$<%mh0^IPsf;*GpOQAt8Kjo9<9o1T
zYsc!}994`T1qj8<)1m(9=RM_Q(N@#chh9I`f&f4$BmgJrKv_RROLX2Qy|0C62g6XV
zf`pLrOTS^)a$piU|36RpOdpa|=3pqbV}LsVdOsA1Kp18^)J|Q=rnwDSutkk6PFbc5
zlpk_hi|801w+=HMe2hhBE4yZcmY&dzjcluBey}r-BdV>w@SKE~W=3}`!LBh68TNAL
zdHDOVwAPORm+RwP64|UFP;S)QlJrO_>2BEw3VZo-;bjY6Vi0CzS{3g~M^Tu`^E4gL
z<$lcLOY?D>5v;%nl;C#I9AR95{f7$yG{Qt7e2@x}yyg7HnAIA3Z0urEVkLq_IOjND
z&vPnpiu&bW8x)msIFky!TgUz86Bj#5^N9EU5iiZUE{xx^tok%N0xi!Q&G#;p9QBF8
zQ`>`r(5EoElt$+*;xDuN#=Sda4)C5rXwRF(KOHJ$1^mHK^a#2Xe!VPu`tsU}auhBE
z<a`#?m@a^`*zFdf?@<4KOaKy`#PoMNFvfntMHw3*NadP-t~#0_SY4{E+)4BQmAOat
z4S>CXo!F#hgVJ%3z?x$brio)DN5$YV4?Mr(o9+ETzJ=Zo9QWA-DTblbNp3iFayrs8
zKrRmdLg;W)rOzLbZVzR_N<U~M4R43uT@NsiKJ*Nr7yVt>lBKp2O=At)R|f~N;)PB~
zqu)Iwox+RX<3)mm8MN$5^~C6_oM!iuNsq!mKAD4V3^TMA%{N@nViU&H=n#evs&Zq`
zZ=a>AlFX|9)}+`l$CyB1r$(CJ(t{QoHbWv=33{@Fp*JTDJ=z}zv^)$b`?d6`bSboy
zv*{_e6R2aK_hij+T62(8ag|;t70H>4!yvS~Uc&)i1=tBU1PAI<6!;8X4ux5BAAXSp
z0AP&L?CC0$1-(*}01Bl(3KGK`6Qo@V=i%IQv9$G~58lsk#kwRb%4Og~TqjMI$I4~F
z?pOS2MUS<q)ep`+Vez))*Po%s6mu3UP!w6l%}xaF^V0_r^ZUV9ZJx$Jxo>MVi!{dJ
zgWnL}cssut`jkKKd1XXzrhbfQ{Z_xd`b#5%J)ea8@R)+|Er5APGStxb9f9&Mb00xJ
z`NDbj%NJD++(LLza|pf3cLi>EUR9EKgN%tXJBOBXv^j*L5=%7TzHeI{v3C{GN0C-~
zJNy-N>_9dDj{A{@(}c_68Ddi+=?nD1Vb5|C;#nvi)eW}Irq6jX?>F~SVR|S(+4bHD
zPKEU}H=<SH=Z<b=Jx!m_b}HLh&wk*!ei|1)S?+Ioz$<~*9{5YYoIoM{XNE(DTsCVp
zKWmZGhsaR+_-JuVQph6oqWPPzm<lp|C@;Pe3gdjPU>Ec9W2Ot^ty%3w$E!za^{=ug
zo4TD|Sm1o<?R(tBo>U%u5gHS~TWj)&(b{}#GrlL&ZH2`Pp?7O`A<y=&h-dc}<e5LA
zO<T@<`h+WirZ#+V>6&(O1Z7xO8v@(R0lk_OvUpKwnRgkRQO2J?`<a7pm-O-;iCpAp
zNvS@z$UFSEurWE*-C{KRKIQW&)$x%;-S1VQ-b?n?`du0k)VF7NbNO=LH7*Esk&)8h
zA_JvOIuKIOEV7!xE;<tYO~Z&L9<vE31MxljTB?>ZU8<I4(uNe)MiHhd14Z{%hrb`J
z`~CWhdNB_N4dkYWFHMi!$2ESYn6N?*iuy#kPwbHJ7r4UYno~{)`<*WHuiL5pq=tc$
z%wK0NTFZVzeY8XEZ9|{n<W^b%Hd=^^1A^uHX@LuwswI>jn}Ha|pjlY3^$$6))?lfF
zgdY;KLPHzibW~LJ=`>c7F`n>jN^>Gi3UVLZ^oNtAj7QqWfmq}Qn3u3hdhb8L?%>Hg
zXvtAXRmx4*L;m7=Rw7VFEjG^1PXU$lIh$Xi5rQzOLXnkvDpd&Amk9G^2;be1Rw3|H
zBK)1#2<-zq86{_wHshzQkD5T~H5fW*dILgEnYU|xD;DlW8Xwa%AqML1;4%NgUIAlL
zI-yy#{x}dd|FrP+$9BZG#CUp7pHC7mmYtPrfB#OTCs}4+S0!30&cg1~lgQNR@U(Qf
zpkb!vF*z~leyr%6g~Kl7^%zx(*)`fU{EutRbK{DFE2;BX^-;WNa;$2r-I{c^u6!H1
zq?ILr440vq8ughNb%n?equ6OW_jpTvK*uyfB8++;`-HXDlMx&3gzc=HIa?iV^RJxD
zakMV3Z#Y#Jjv1C%*`FQqJg~LV_?p!<eshFn>~h3Lbc@DZhZ}GlPD)?EsXf@XDoYi7
zUiNiW2CUl~$b!HE9AneJ`V!j&dB0h}Mup<mz&9!l2{fET`I;ciV07+LvqUY=K3eYg
z94^tV<Rr{|Y^P1!1+RscK(0{#pK;9kyZj;qDd?~3rI*fFE}Z{wB;ql0{6uxMeDb+v
zstF;47#}})lTPY8Td}PCe`3M6kuUn-Hs3nxc7pHiB>&qyU+I8*gDME`izcv))U|xA
z?T|bYsv}FcmM895ZZs2D{A$52c1oLiTaeI)5+6bdj-A{cA(>zsAe&o^E<NrAf9xrA
zvIvnPckr{tS$1RQN{fXQM5`uxR%kifACLJc-&+*q>{Kz3Vxdlmk<A5%`N%=G$ieqI
z4hA}d|16^%17XZ^!@S_W0_9<#iX(*qCBN-u23+#AABBiG-}a-sLNArZP|`Gx9F3+s
zGcKSon?QM<$j#t7fK6qD5h%p~m3a1r7tS-6?f<Twypo14tLZmA3IALQZIs(SR9lt(
z^0crycxi5HVdRtRui@V|1VZ+km*fKRYF%TpQL;|CkMbu>%zg|xo4)vAjbnV&iXbD9
zg*{x`r_qJrLfR2HU!|gDZ{`a|a4gF+T>+TX(nqWuHp)bnKz9B4>Zj5Cg?+B&D=-JO
ztfliC{odCr?3erY->rmQM>bl{p7p!W!S>?<8w`HhzxDJ6Mow*RJthP74=^w|1S0jI
zs+RnzRHT?7^sA3J|HUWQg0$#D(+M$ZRyMQZDNH4wBuHc<+B9$Z*WHsdpJI>6|NAGZ
zEoFCM%%0muatG4s^_jQh$_ety4SP3bA@>@o>F^@GIF?&<{j_4enZehq<Xs<VeME)n
zrw2Z{TJr7BJmX~v<lJ#`qo2uO(85Db0@*14z}Xez?8RKY2YE5K%h$z37VQv~(VKyK
zapk&K_O41UzT&?cv$|-sKuJ)n<ez&_7~BIWzPe{|XUACg*o$&vj9{eY{I5;7N@QPc
zQL4mqxoS?}1^VHCwk+>86Hgy(tCn#!*giEwH;xM&pSmvb331!Bas+++<S}b82jjdg
zF8e^VcbXa|$T7Bm_0r&IbnFkUVFPEw<q_-d&yR$%+nm?oDIaWDP<?YSDbBl`qy~1b
z8(r_X!E)_M%R7E4rsVL5@psya9!vLA-h?)^Ya;O;U1P7i6mzJkDiwMPR{s`lE)5;M
z{2nk7hI;W2Ug;wz657B$-<eI-awCzd<w`)a_=#{taE5E$T|@W_V0L!+<+48|d$OHO
z0r}(N`b1%>gl4)@pB{_1uUPnaGbV6_I5Z@94@u||7Jyb{SU9Vpsnx11hl_q!lcMOT
zG?5#}X>qlr>*PeMZ4v`r3y~x~N+My;&~&PxS<jm98(QTsh$jX@>iN$w6iG$#o&OoG
z`2`#>HH+8ND$Gg9OT=myys<U9l>Zps2;rH7R6Nx~wPO*F^?_Sq7FJjJI>7!O%I4nf
zA8-;Ji};kYtF~gp_6~t1sI8y2HdND)#%Z>b!xCs~mie};n&qY!E)N5ZBsXJ=Lv2&b
zfACfvn1|=XQZ$$pGcSw_<0ZZlGS5yT{lG5rg>CQ?;3>Rhzqcl#+cVL^v;I0PSD;S2
z6_Fn#Ky~c`l~GWiSVSC}><O#&2TpjJsMyl-_xooPyO25d*Te_%vLD{vaFo`ya5~d_
zogYItFVpkW`T2jZ99n)0=iboN6;<D5NNx0wil*@Q;bE?Rb2jMSgTOw-XkVkWv-99|
z{LI`zt7Jnt?*W#%kr9I}pr{>*4=R81BsryALhhQW%adPLqbHZ0Dj&HPzWgwF>X_WD
zYoXBhOPqa@>+R(Tk-P7&vZFPRv>8Fh7xZrW`bHh@^HOSM#iCa-32KCw*Ffo?u;RFg
zB8Z_!(E8gD6K)jwmHn1odrrd!`Wxt@ZE~sOVa%syn6tuWaxN^`Exv?7e1Cj^QT@TV
z?~t|Bz^x=HxT;N5j%OFQ4nIEcW)wROOoH%B`E)ZT?t&?Kf*UK!bj}L}FXk0Q=nW!}
zcA!D+Ibb?&Hsv9NKnZhlpm>4nR3G?`j)vP2>AN9xi2VS>(B9eOlhd7nBOCMS=vG^T
z+I~NA<!eAmQNv+t{RA6eM-!wi#lpx?*qZ4}DB2m!)=WrYR5cv}DgXA-48wmowY)vE
z2Dh>4*PX*Jn@rL9-?y+?oHH0O3WK9=F!cQ{#N&O>$=ju{w@W8CG$eA7GLNEV3?pR>
zn_hj0f!JIa6gXEe(rIvNe=?SM0%1||PSL->ic@iw2A@GJ%SsKam0xyI*mgIglc^tA
z^8Ym%ka(xgTY_p1LX;CI7`EAzn@=G-{}8S`WjMyj`AH1`&}@q(H4$hkDhjWQ6um_T
zeM<A@O}?BRc&{&Jlk`Wt3Y*=34EnT;%d8f{+y=H>vUzd~Rtm({#l~4C>tui08mx!u
zZ&#IX$>v=$E-EyuvktHIjvTG(b|~Q|rOQ$5k#(LI5C_75p~bL{o&W@PnxJ$zmASwn
zQfI5=_b0Bn^@}g*96r;t??m7rw=U@$t?O+0JX9(e6XC+sDj9^*m_QvA8oy!5OnAS-
zmD2-E5;0yGz)D4n#oyK8b!|Aj_&Hag`qQboB8I5ONkS?*ZGIP}%^2<K^|fgoE$~;^
z<n4%{ifG8z)27y-_;vEah`*cgIYJ=yQKF&pYQ(6*Hl@%PyRcp9ZN}%H(aZ$3p_Ln$
zPxq$izpJOfL@k?C1g|c|*N{Mi;NNedVbX?RF=dnRC_x{o8I)-E{oBWVY6~Bt9ge}_
z59fEY#cshy(~O6UANOIYkL=Ed&ArH%4!>t2jp820gnC;xM*k9(U8hzqSkUmEYAQ!W
z??^sPZ_3H<>Agk5Q7m?aPm$f<95evs1$~znc$4YnV+P7|!sl4Q$SQsf->RN6Eh=*q
zAGrp8LA`S^|El!ReJHwb0oGn7)c{E%sL`u{-s09Zffwd17ADU|44+MyJezp(EElR~
zDYNDrM|CIf#S_I+f%ZbCQc?2QnW4;|9^hTq*XF`IbCZo8>vH<*@*RpV{z(P$O-89R
zxewfBmw#4;b5noa`R{EoIUQ9t(rkWGjw#jjE)wqVr4w|zRDnr|sw_y^HfjDsb!Uzd
zdkVU*>q-xT0lBjxD9t6LUW3XS_n@K?F-}9WzH}1afY_iQl5eE_20u9d2(DLp>}^7G
zDyh`|8Z9_or#+?Ksl}vo1LN<hg{KS!V&f!B=@N=t6(7X?ipRSWC<`=1=XKiC_XXS0
z6;p_G7JOq8@nW~Yox1cnAX)mmo}VJ(S{sZ|bnzYKE4XG6uxMYHgTT12l4jJ1K}QqI
zlU_c{E_KH=)2}04y;F)r2x=D=VY)lEZO17Z_|1QW3O7_2UH$Vk6tICdZ&Z=9k^~A&
z$q8y;h8<d3j6pj*izru6vyDaB$D&MGDs!-=7A;`ONU?AS_!*_7S0bSMFt7(+k}kJf
z{eCf?1pd9B-2mW9=MsvnvYnL#NBt|<ZMxQ4|4T`+MT5rWzZC<w+s(oE<7KQ_E<O8H
zm8E{Uv!)#(1y0yTc@`9sO4VMSN)>qR6H5dL4WpV1;d4ey9ALh!$e(yzVx`f1$m3;X
zVER>YiGII=+6!ZI`gJGv&Z~TJ+0m5LEpj6HKFn8-0G<l3h_ep4jQg-CAz(pS`@G?t
z><rN^J87ewx{-!yfb_6b+6-)RyQ|?CLt#K`9vk;>Usjm&g3<qsuBeKxsE+pX)eSZI
zU?qt>=7+~Zmfr_4b~OBcwytFkJ^XUn`e|P=7xx~;4Cbj2tmPAz)x~3I=Kn3`Q`|A8
z3rolau&6zQ5`vo`R_y4Qe1tzlB6NtWY8vK?46y)3WYr-+RJ>2LLhM4KnaM~oKqYUp
z39y`wJ|Ie^60K@ZF*}9ZZFA8Y^V3l+b+_nFK(xxgT=HabYK6<sI&C{D;3n_cYtfT_
zvIa<o*Wbp<Dn)YC&yNoEmtAXFF4VB>gp@VK_izSYxUPq99QOV@{_@Lr;-{=F(FVwi
zP~c&01g`OR1b|fDGoJjGXZ05p0sj2T48@jYCiS;EI@&}ITFytxvgyda*Hj+R4UrwD
zIDVP^>#(>KoZ(*!tLC?=*tSmI^990q!2kaL+1ny4Xk0^NEzfQp-=TRVRiXO$ix!0!
z0t9GPJl)j2u&uZmE=ZN&2eh}=0&Hq6TzMn%d{)lgdt}^p@a%NZdp++VJNhU0ernJc
zRtM#Qzw)!Wh(5#8>N>~tOab#>(hn<?ez<70EkzRl9;B8#ea<r;EHVRC)T6@50p%U~
z)>5ViG}0jiN{g0s`bNop8YS6Ok?xRe0=$jy+X1j$r2x-3#5Za)>><1j>*QUr9!wQ_
z|Cqlm2a8c)YeG)B_H=Q`iyz%MxO9I3+=1D3SgsSdzs{Y*%O1T+{j_#O8q#ynN7Wqe
zO{p&zM-1_&hCmJB$V-kx4IyhHCIq$2?sgTpn^GRxaxiSgv*hJF#K(iCUw$3xl4-v>
z@A8k^KP1{-y?T42oBdCd@+oK=P2A<?ls0Lwi$r##QE+MZD*^4d!aJ(KwnRx<m|2oz
zyhEE2Mai7`Nl8yc_IN>u$wS4?1j$Tsrm^e%x2EN9t4KV>yW751F!^4YkgRLYxj*EJ
z(96ox2j70&dq{5Y-v6f8!e=qQDBMeZq9yUkkTw;s{!z(EuVvzN4==S%$JLu^);*ub
zB>$58XfaEOjYcwUwzt%2J2Hg6Q@c#{pwh};xAgIpe1k$0<W*OA)AgU*&zVL1bq`>M
z9m-uzf@M>xL0q)1(xl{qnA@Z<^(QIM&;F3)N6SrbAg@>)EFqc&Hd8Dzy9aD~5IG-v
z;95c2c1oi+9aFdK-LDhk<gBg|fAdzoZ9@OoOZYP_!;y5_c{iTf_1hH}8+(QLHFa&C
z|CHqZ3}{2-k3?8QEJXKVExmK?#vM#l!o^Y%Mr|Xn!BBH`=msmPI2UVb`pv?k<sXz=
z@tyXfLMb~%b4KZ}*N2?u^!JfcU5X>|{GLXknn<Bv9#>xkB#Cb>-UO#Mv{L;;;K;4k
z1f3s?n4k9r$R7rT<tate-2oXPV>*f*1p(;wU}V{ZjIV1l!Rt=}<l3gI33(75AT(o!
zRz#p%jY;^wV+VkZ94UJ?GIkom0mTy2Tqx@+nF);wWOOZ(4(vgJQfycxL6D1rA7G+)
zFacl2z+9#|0zR2!F(E=ku&k%1PyrJi9(ej3@w3}tgje4s2i|lLD*}EJFu?R~7g(-N
zv*2ed!N7gDE*;lw<G!otKIa4yi)r@37Qkr@tY(IU4A2G%i3mE1Bzj$_t2|D?)SN1B
zQxInprrgw~@nImH<-aNJf1qBsd(A=@kGYIF-ZUT#xuNz{P$1k<J$j(lZ33p$L?h7q
zIb!<6iP8Rroz8`blDiAA3Qo66;g4rvkHQHdDOLqcTF0~ztzVLOdwLNoY5(wCZ&ndl
zgMZY%$OJrX;<9a2T~}~#%y{YhWOTX`v&3uzqOU0WxwMmA5ZdxT0%h-*I<e8Z?@5Hh
zxr(kvf2Z!TlR3aVI8_Wd7dl)oIvV^H{HN}^#VJz5+f@byPvF*h9ogHB_!fiK6pj+I
z#(bRxtG#C$m+sVYyB-ANo3n?N=E(6GJ}r|}H<w-jrt;moz+x`ogqWf2ExFmd!`%DU
zva91|SBGX-4)*Bv0H|wGyaf7XG7ePrrGP&W2Uq}Rx?aH@vzWX9D=CmjT7g)sLo8_7
z2Kc_n(R`JYWjY2-OHl$GctI#A+@ekR3C(&NA+sYG=yz*lf&rbe$^q;!t4<-XQPPmm
zd}I@VhydHsz4<#QZEpu4^KaX1-frKWYe3vq0B@++UQZ1aF!wwYCG;clA$5J#N-3@$
zUbi<K>pwbIv$@t@ykMq=Z#;Fh?-JkK3I{;L%UR@r@r>BYQC!MVnk&4uk*mCro9byq
zPJr)1j6R@0sS-0DBH`dcy7}oVjVN8Qn>CwG`TMA`9J~9<1D8P_N!YW+h!)p;Lk@Q?
zCGX07e(_v>-GyqAmH}*pX}LJiKUw$d!f+v^NQW7PY@-%>QViXsZYa1s>(VG<X=8i?
z9k_0Eo{JH&l6?E2IlIl9g;B{Jpde@mzy@#4`CVO5nqIv%xTLV=rR~Gh_Sxe!+0k>*
z_;C1xm+?l#<^<<h)i0NSG}|ZTJ+gU8j|#J&l=y4h>!8VViSN*7B2d~(-SAao$&>tR
zi>K9f9oVChIoIz;80o!Zin!%p2or;TQsfXR71Ean!|2j_|3$Abn!Srt1SJzm_{mya
zeC^t2Yn%9L34M>u@LfqaQLSLe-*?{#={4E=-*1~g^g8Mc+1nbddJz?#+w*k^Mph%l
zO>@miBbUUn4{H$7oTs#_cUv9=4?LAd>4iJ+P%JmMkk-NbC#2**2#3g=mLF6mq95$r
zdv9kSGAv5Fvj)BKHo0Pu=d5`}nsnbvT~m~M?Sns0uOb&wg=PwCyL)dB^2D{gG$7Jw
z_|HZ0Z6?~9>=Q`e<BWk^N1i)>8-_pAuqbD}q34X#`Ri(*44RrP#^jgTp}Xoy<RKjY
z(LV}IGr4K=8SPluQ2XS-SWGCqc9(*yDeFVMNooF@1o49D&aN!~6y1>}NlWSYJTCd8
z<%w&z(-7UJuN)pe<e&+K$xB^Lc%Livtg3)u>-@Y(jCx`98dSLb`JQ2gE*bw13(wT=
z61{>X_yf=XR1M;n2?r)$OJn3Je1;fZ#_eV8^d2oQSLUQyWG?jn_+HDHM)ApFAl2Dj
z<^jq3(G7zO$?i9)L62m8k(on?yQ;R8M9AoH1ig8P_VDX4iC%RPfh@tL#QI#mM+dGM
zzlxj<jdZG(xbMyDSnO=2m73*j;YN=u`^u7xT-BMw5|K3dSo?QO5j_pTZ<88=#T1>a
zZrlu#WekGzOZ}8p_l*f0(QC1xV@k=<rVFyl8MdNh5+k4e7f<zRadYFHZcO0JBXyRb
z$68SAUzy5`kKb9LrbjQwA5sKQ-s(wsNROR28@yV0a!m#Pv`Lg3i$uaBh7Wr30+HMk
z!;unlI(3Rm4N6+;l;Uu}!waHo(MVVkNx<84UZDU!z%zvDDcW^YgQ|()6$1rDP>|F+
zcL6BLw1z}_ca$-DlpBa4m2YR#jD&#9Kb7@xJ=G;nW2hgQ1oqk@#tQ4B()_gjy!00e
zLf-X{X;CGIq|q^wh!boCR#1yBK3oDzLn)DZIT64@IR(J2k&g*0%W$G4J=&T%KmhnP
z@Qnk+4Ekg6telcQnY!UUJ*Ncm9#)zHQ%)fIXQ69NZV@`NsJeT&uG`pRM!XldC~}<A
zhQEx#ySyh1-9YV;1L2wpRf39nGTxiN)nBkSRDhN43Jyi%UfN+A5I7DH8g!Ac4njYs
zC4}hqp&vUCgREqmvakMMn+`WPbL-&@5CuEm&Y=G==(Ktem)M}SC7X0Hw9#;|<0n$b
z*fk)a^T^|%@@7^WEA}UN0kB%7qPbHiI>aR@XT1>qcdlHNs0Z8~gA#*Lhph?O)v}lA
zn5n;>exYY2s4l?ZMCuZ?)d;E<H}KVH>gD4iU~e@b>Z%4AQS?kGz!mta+^ZSBo}P7_
zKJL~xC^OfIgZvX9yv!eTuPIpc_Un4vlkh$x!N6)e$DwOA+n5FsxCF#&uIjM{_{Q%m
ztjBX4aF}nfCD=O#`(w@4+Z?!pXF_NW;l<EOny;0CXl^Y0I0jJfYvs6W<&YOd=^m0Y
zEDA|bpFG5F5AseQNU}F;RL{Y-b^WVEjz^~!mQSl3aN!!X|16@v)$=z>Vt3W1kLJ%1
z5l3h8{ipNKdZXV@BD96-X^H2>d8c13w!-~OfJ}mO^?U=;soqliD(IEksh&zusW$PT
zVp6AU>K%2VhQBcj3TL+UQmy#y9(mhE2E<RN=qjhEpSfU{>iI|~!$_Ak`K6Jrd@TCY
zt3h&-)S@aeNC3(fh?E(opuWLB_RM|K(0#J3lo(S=EY2fh^N87|#WpXH*VZ0*^XQh7
z5&FFE(j&;;?&v44FEaPqst_8{vTOC6%`;qbaJ;&JHz=lQ@~Un+s#aO%Zw6tT9Xr>3
zs|O1xh1ZpenzNYow-tFML*gu??=eTJS+p%M-7?jY51IEKG-FFWT@4QO%xzsge2jlb
ztwgz`n93c?B~%R;JU1!-f%?7MY1>sX8m=WV6o0ogMed3G6kV{GIuj1!`-K!p=|P9$
z-vO)f;Q3pecY+!KHq8?9(y}!IN})z9P>4ha6?VUwgJCZj;v#z-&3Bc<rw6olS&n;e
zhB&zjR}yPbsmme0gC4TchL;WS^|$;dR_c4aSm`~W!4@%|+=Jc>55GW<Y4`bpuhzxH
zo#lPH+3nnRQT<A9%pU~z1t!^h6sqS(z4(QjGfT4<rK#^dVbqL_xr%7_eU^Jq^%E~k
zd+a8Ms*QtZ+rlfKQbDxc9}m~4AF*lv>3+bR_8-0ImCO%u59WOs=V2d`Aict*bf$Uv
ze{}wZwt~j<IEp<81%-+Vom--;IdWX4O6YC$Q;#c(D#Y*aBcI(e;FBOYFNgc8Kl!n&
zE3@cyE#-nKyT#o{qwTt$HC8%>cW;bmCJn@s#1qtRcQ|hxU-Nz-iSEeSk-n2C!XCM{
zXEiJGOG{8f$i!A(_JR1BX?shT_Tt)ca{Zq|MJ-b)>fHoh6GOu{Dj{gN4b2TDY7V+c
z`UVOfnH?c%4m{VQVVOE>f+}OgCTJ^bc=rz7Uen&46d!*Y&-wg}dKRYXlkh{>HPH-c
z<N3Mw>7&GdR7v@X+BUwp>N+H8e&szyV$G@K0_-(!eQ{XQ;O7YU7-`7v!9@p*^L6XD
z=$K)Ll9bqbXvgsHhg%zMn&1$*onrsE?G`K$_KXnH(|%(>o7ZNEj?}<P3}O+2>rsPh
zlw$FB@~jkU7A7sOe=k<70WIC`D%IVPp8G=Zci>EaGSpcJ`c~kTV%-H%ubk#4s)Q<)
zf0I*`lthoq0K4aj%jwTe+R@9wR8*#J5ujqt=-xxA>$Xtr(y-66QONp*ucuWxi<zTd
zZLB}-UHmLJy&0i&S}OsJ0?;&8syRljVL`1UxrBYMY>NKV_vJ_SPSe}@0pO%2vAluP
zQCq=OshaB6hv&@iP+K37*td_3cT&+@+tjBIcIrsfK)5B19AVk1{)5Ez%X3k=LT72m
zaiqY}#uZL_)Cjd{OEFh7y7HmgBCP;X3NJUF4ggsh<hbTQPC}oc7^1J83%pq|Fur8A
z>7@B~#N)4Nrp;+4s%ejd(>}dv=Yl=NH-^SaPEqdA3R2ZO_!xjk^B=_*YsrN{V3H&n
z)opRqEwNezfN5U@pQ3Sm85EcYPyg5HI@Rks@f9<})sEP|k@v64=<4J<?pYW`e*7-v
zAR@yA1H9G(FSJ;yRY3daI%q|w0QJXR&`ou)zAtV;a7Q{<Bu4P^?AT(TMwq3!#2piU
z`P2T7tMd-0!j0d*eI%Sii3;Z+*?T4&J3`4WJF}2gL^uu^Wki|TDr9dWdy~D%-jY4e
z;W+2}^!Z)C?;qcPy1LRI4d;13&;7pd*ZukLwZ}gNKGQOGUn!mB`ys~yB%X_es{|6G
z4TSa)8M;_o0N(`rcSNbnBXE|>?+Z+0R4r`Q!hdxkU90FDY&caKN($$GX1!d00z+|o
z#ZN%COxf%+dMAb^Smzkt|NX$Jw)AeuhW;3?JFB-TKKW9{k2_U9<pEqH2TTgE!5rDN
zo_&i#Gz-zH2I@7Ryo+jjo$SItD7xkGp+cGm=Q=nhz4V-!^9-uTgl+L=YBfjTT(f51
zWPMq+8GOULA{W^MrN=EG)4{b50p4Jl7q;~O;_g7wQ8~<nCqbTr7R5{MY|+qClOXqS
z_7lYP-{vmo9weoR5GBxeTP=^|bzv&xAl<64cNx^XH$h#XL<AT)e$fy3_7rez6u4F{
z62jmyR-V#-h~^Ajz9Wu&FXLK`g$}^aj|jqm3;OVr98&umDsjU{HXi4B3xC`^X>`tE
zu|tDuxO<drmiaJ58K`~IFyF@F!_>4Wsk)h6FE*U(UDg`9<9fR1-jPjEq3SzAWX$${
zkvR%j(0OmvXJvoPW<U1QV^!Z{^_B!MeUFM`LN)B=Cf}CRCPJQ*U>BZCZ$Fn_dLg~_
zLU!$$?D+6&=J>Rb<ur-__=76(v;#0+#}gg_)<x?#&r?2@G`{9*-!RJO+ATo9Z~be7
zd0>QjL8ZbPfFfETE`dDtD-ErG#Eys6DzjVsR<Ee1b9qC<VewkX)2H9FMiIA|*yuey
zBfV3E95k(~EA`1JVmC93=bopVE3I_yRoe}D)#qq9QEX~nUhuWx>+A5os(z=(FNCLF
ze@Pm<`4WL|as~LrBN+;cEm^0P*TOJVfKU)OuBpsN9Fwp|7oZ++pRBW6Yf745n1JwB
zU9ZXtR&b~>wdE3Oa}%nPz5G}FYk!+k6Gfl(Mu#bDH*UrQQ*(F-73bW98Fieo6BJ-!
zNh9}^5O$Z4Fk>ZwwTvY=CALWrgdlm;dw3Px5SOaxqA7;GdP&Q=s`Do#>Xv`kuUz4d
z4j!bP>Reg>HvtS3yzk3Lt_uYGYnG$QQ;P4g<crNsI!-x}ZTv9!nK*ilb^jR7zdQ5i
zm%%Gf+ikFkLC`#Vniro}(O%!uR$RmG6!WmRskX)_CD$m`esliL*MMk=TN;NKrjC-^
z*cG@sPtPM!19FM;d0!22<u5Uf8jlO=!6;DuP(m@2;WMcud}-`qS0fk$B&_;;nz&XE
zqnC{PA&2oPEf`2CvS-xiNkk>p^R>ip^-IwTbIIYqpGXpj`uQUhQn~&(r^I}I%?5s-
z?1(Shh4l_q4RHQxsrDcBCv73%NBx-FWx~}lcfTa`rwfsbF1K>cunV-DyC{B(k`+4U
z;TOjdaf9fod%vQG-}s(#HpIKkTim)hW<9`r%>};|krY-KDciaF=V`LoxrpwL$M9je
zy}y5ma&Yz-b6VIQ)QL_9rh-$nUjV_~%eWwBbjdqPGSJa_%fFeIrP?sZqIg+~onZMp
z^NNz?=mzlc<@E1Zy|4dOMpXAR(qyQ)klHPu<4i*2V*0JWUqVBLNn@r_<1>XuTVp6a
zYzC}W$?gMy)FQ7U$<i$@)#hAO5(1W>NFM0o-?!k)LPz<58U5N}^YzRyw&>1L!<~be
zBzBm_CG=}24T9w+wtM){#Bq05M@caY5nC#}{gj_NCJ+PFfq8~GqZb9l!RL?Ugvf~$
zbm@|j1v)kVt=pVKO?zGhB~tlg#^Nsn+y@Z*fR4kznJ%z7|D?9rzwE0&*+1bF2sf9)
ze2GsYIq_Ze7sEHOzpvp(?}NbTdgofyhhG`EK|FC2G`r~yQ1<6Ue1Kj8?wT0V-I`{p
zhGyUzXl1yH%Kg!0l)B9K;BfVyst@pn{VvymKJmhD6IT5q;PH$mCRC6D8~UJw78jH(
zCRKVH&<PngtHW`v)9jvcQ2=!6jNcam%FThnrY`PsyZ!9J!=H@)a@9H3;MMK#03PQm
z4d5aL!w?_CRW4Dkz>QNQ1<HsBP2j11E(&TCxgXa#k7f4^vqU2BI%A_lE0NyQBZZmG
z{TpfOI0e}|Hy%c?5e6k<?rVE`J$#juQwOYYfQ4|zbO4=gLNbGzGr$kH{4n$`SCI3S
zzxaL0UE?OPCFT84(w%J5q7Kr2;KvbH!U2;a;y^Y3oCyto;Q9KYCq0I3TP|oX=+x=A
zm!Ke^!_-Ej5M|K63A%rUys8_O*ewDMS{>^%C%$ikSUu^`pR8FX*cUVE_7~mTCzjhM
zu*!|UY)^xRW`aO{6P+;SYd1!5IPiRXqF~f?VdtbV=PD#hK`5q(hI?2D8%7nV$iTKa
zHCH4Aq#j_Y14d}lCFp$AiNDnN>1)#kxPQt9!L4jJ=lfiGwvT_JmK-Y=t`$9L#EmBc
zIn$BFg-+#WC`4v{ch|SNdb#lBd6520y$#VqXtD^QvgGtQWBq>J<%Q6MC&>fn$q%YW
z(_sstdCCg%(!96dX@ehtHgB~_*4x$?eFP7qB4dYH>b2>dfb-sKna*qZ(Zi9_`0Qo#
z&Px^9SJV~7o9IDf^IWzVz@_(}vjEr4LTGrQ;8m2v>Ca(+0S4`8ZZcp((JuY7q#nax
zaJ6`m;n_%Vt$r;?*{?Wdmu=$r$hW(mp)Yb|TyD)2qcO_N?QnCds+2#j=`TFe9GvBs
zJhZCBBWkx!?mYLDFg%_xd}$Qd-dhc+cDdv<x4>gIQ{iLVcVHXGdGgnDMlJtUWcSZs
zmK9qxx6!D<QdQLe1y=+a@sbOe;Gc7WxY-N7#poz|kW6&`i0n|~>#>0f7S7p)#?*K#
z&myUzA)(hswx=PdNp;_oW(=;a8+|NNqGcoh_NKJS<?rF_7SPm1yhS3y)H5E@0!SzV
zXIS-p2MtVx8cJu)v6%0%ZS~7<Gf(Q$Oq<xkQHTZhm;hty3y5yK{x`luAv#po5(7D2
z@nN?HWiNZnr#uGj_=9H*v&^;}$(~(vx-detMunExK}FtkMc|v+108wM!h8d?gbWGN
z=)*$Kcc?BYzC_fSYNc29bqeo>u8H)<A6LhMkQ{`bVWi8)=Y1h^#W>}DpL)x0XV<$;
zYa(+J8mHyUl%(G(={?NX$}53v&MOu1Y4UmNaTKl>A_&^Sd4tqGb|bf3x_J^&2=e75
zzYhE3j)T#%U-{bOnlyfObjFl_tCLM#<iZ;+R2Si2Lud^Ts$Wez*NslDJ$@W35>zIG
zyr=D#R$KCwu(y3Gn&<~KoN%DwU{W+wF+Z6rUSH<_*ShYX^T~){CAilLmaTdBg4Y_#
z9vMh%ezyJ!mJxBI-ULvX_!O{bb@7S=iAM$3BMzV$B+aFUStM+1FwQm<4X*V@3~Dk<
z>;)H_Fz?Iw|7_lz^e|6Gz27adn8{V*7pisswmJT<)EjSSS=<~c=Adi~sqoiJ_dksG
z&%aNyBpeeUt#}I<vOCC&b~ydyaut65k}_XQE@EOXCLytUS#Nb<D)q+YG0uy>@KnGV
z+Q;IOOozsRAn_W;er+XTt?1s`s8syUF8}Pj$#8%I&WW6qiakg{K{}#wQipQM=)9<L
z#_OWB;XFNzZyU>4ikdmq2@W;Yys@rC18y`yH_%;%{!H0DV6O_+b4?axQ=m;2i1RfD
zmXg8;?Yj$ju${y&a%rA^h}W0I?WNwqM{=HY-MAPA29*sxlZ`8mdsi0V{Giyd`a34H
zni|AqX25&arM6$neDx7-QIrl<W0@=Cm@93|jeIfbJz3({Q{w!)WHrO;P~Lx8umyQk
z?)WBgY_`^*38`|4u)v57mFdv=w%q$(dI2uUSo%%10Nk4Yvuu+Yi-=)VWqsgfziFmE
zoeab1h<Irw;I}S-!`yfn)pZROAfR~$y>Fx{$f$;%@p$9ueh94qMJA;C4H|o-SN#Lv
zWO!mGv1@$~u#l=QaKNi81mJ@r%Y~!_Ev!xI-LO7aQIq=PKg-80{!mMtf12xWIO%fb
zu9BihGHG&SLiME-5w$sWb<kH{L1b-@bo@6o;L7;SKgLE&>g+z!dEH29+M1iH_)M!&
zfjwyG1>k2%18*lc4tA7wdkJcv)le?7`=e&pw*|#^z3US4E8Di}M&(?@KZ=MH1$o`O
zGH7YCvO{&ql4Z46wgO^@T6Gr&jD-;D*KEyD<>z=}7^Mbou@B#6LYhkeqC3TRa5x27
zfPFg~INHd7NfKDt15i5QNG&iViT0pKFn~@+UJ5P3Ya3X!ef<y=%|h}J5IhR)hXOO{
z#_Q_h<-chs;BLL+RXL|Y_M-iQ8xMQoT{&`bKlxDCQ4C~cq*sCdo_B|&2TDtV6pwo-
z9`_;Wj>;EG6_2sE<#xmG_JwYzf+>YYxsE-|l+e2Jsrf(uWFOZ>AD16k8w_8@DUUp}
z7<rt&oC0{%H8d;0We@z3V5r=;?~Q}){X2-Up*QzWlHWxoUs`}Gu@hiFlEL4J3fCIM
z8tn(8#)Q7v+)LdVECjHOIdIKpb*yLJH>39Huc~`cCG&w?LH6sjmJ!!MgX)P#Vxu}^
zCMH7$m10k->aAz4&1cgT9XsAMEX;jku50Kt^SnI%34eY>HvOE#&`n`XFm3z4H+cpD
zu?HoRB|2$xrIv^d0OiZ<1fr{LV*N<&mMhWM)XwHihXiz|-fr6(?taINJ^dROtl#x!
zfXc!nCXIXqO;uFeDRh(u?$;hEI-Z|YzFV5(g2J2~A23jj1l_?vd>wBO6?2z$U5<LD
zh(%LL36KyFD4gkqr6P`W0XB^mZVMA=inm$F`dx36`9ro^Dfx>N_x%joaEmH|edwJU
zmSgIZk<SFWdHeP07c0Dv?kn)sU2k?vm3fi+-Xe>vtmJK8-=C(HpChK@!Qmfy<oBoS
z|8R7CcW>4iH{bVg<5k1l;2g=OE92XJc^{AUZa2_pG&?g&BYAoamT-@?ICR{JDTz#P
z{X1?Yyh5<fe$(&gUL2w5BZns6!Bj#SiJhp!;$gzZ(=Fp`kwwcNAEex$XrCDo-3;*M
zD;wz%%KTAOTeSAf_Sv_`DfqhkQFiq8h?|H1Pk<plzdd-iOkI+-k?3xa`|a-?U4^)k
zgSKDPMBwU`nfT6`mZwxVRC5^ClUXBmPj~%$p|?AFMIA2&jFp$gT2d?o`G3i+@Z8d@
zJIEojgI5v+@x*H}qs1%a4L{cJYAwLmDDSAJ6KslQlSfU{z9z2YI(`LvY7jC@SUu=w
z?5)zG*K-eo`g84@w7@BEFJKvq0;cN&D0L8<@XKGKEOj3j4aLr0Q8%JRoa`cIm_{CS
z==Ue)Gies~KPfJk+;n=-v16zC^S3CnI?JH3%&ZaQ!2O-yS}-n8aAAjE_*)A#J_{I7
zSBNOP%SCo6jOr0d)*7=SLXd={S?Z^ggKzub%l1iJ-VnC7+pq7pd+So2?WNzUWLX#5
zDu_UK61wxNbYX3bYbzWc6H@V`)|#iF6op6@fq*qupAd+xt*EIe-#TMlB+-Eg%D1rU
zz_zN%!geHgEFAyr=Cxn)xQ8Xb8tJhBB%+U9G^&AJdczh9$3MS`36Be@2W{?1J8&RO
zb?t%lbXPA@rJ*7iSx!oT;o8QrrIpJZn&+WwRnWddcp~X;^2KhF@9yWHE;mi)#C=$q
zOuevn)c(y<X3IALyZdspkh$pK0wV(#w(JY8Um16z0ZM2ZSBV;*2{l?7TgY@3{;{6;
znl#2U+jFa&y(RXguqWK{72O5o9ct3Btp^)wE7RZa3dU()5-I@dH?&N?JF{{6WC<QY
z5xKzlFdZfA+7T?lK29UlB4*sdsD}Wd3M=5B3EqQ##E`byEI?R>P|=4_tr+ktxBX(?
z9YFcCdMBnPoF4zk^u4G$D`ePtA5ul(H99-ZLP<kmUDx`~Z%8EsrS7Ty@|8Bw#Y(^H
zZ|Qh#xq6+_A>f0$Bm@}9>x5*tvV2Otei8a;6qSKfZdDvbIWT!hJ$U^&yS^`!v<u1X
z;zGP1s)xWU0EjT%{8a9)sTK@Xlj!89p@(I=d(f`%_5ezMqVTU;IJztJuCm+H(!0tZ
zRne%LyXsn(kg~us%X$>r%zAQfjyd|D+6%nh|B7$9@q6FFig<zX$v+AVHBNepFrrUz
z$vOAGI}5b*(^H^>$pS04%S!ny8z3<{lpF@3qfXDJ=Qo{Ee6uHrF(1Y@IK4mk!>}IL
zvp)avd$D$O+*bs|0Y;v=kcJ@<xIt5iF@5xkvh@^GW%hxHFvPf>i5&*&xJOy90+*gY
zXvcMzV)c|_QT!Ly|NIb>l7s6XAvR_Qr}m7>VyKvW=i|5Vt4ja^RP%f4;Ca_M$lTou
zKmm-6i3W%`FIj-82+6<&T&thI@*|mc{sFm*=PUDvRTkP64cCGe7#j{#S+Alf#o_yR
zvwucfgEZsgy1MT^8JVJHCTY3T*9B+BtDHT0J9Im1C0^wl>htr>SyeliJsD5x<BRNg
zI%gSzV1%iJkTqJ;p$FY$22r30>JoAz^U7fJgKe6FLnt>1QHR**pb@!+?g*z2WTT$9
zghz)ZzRs3=a{X?3JW0*Ee$fohe<n~!&apU)J1^rX&z>uAD};xjbMzJiS=H`;Kmbh#
zSM4pt^n!0a5hVK+w*YCmlRN*=&6-Z6nU5FykfHvh<q#SiXTPm$kVmUj>?|69CzYVi
z{N|Rpr~DOR!^u|1v~nOXw0**fM~mBL9h&jlQ9<Mw0-Kb=zdbTDwErzSfJJ*Zj`i1m
z`<zLmFR3F0BV;6UCD`q5;v#q%MQLyEiDX)dyZ-P{`H_b5_kU(rGk8^JRp~*(`}j_s
zxJ+!$>@`=Hak+IKuBke3zCJK~vicfFK42ls)_aYi3F)AJ$Sn2!bH!+_y*7qeQa8sF
zuap>PnAf5=Y4-hv`{um;|H|QPBXZy0{}IEy95@m9PH#9@Xm9@f|D3~5xZHNPJ!BsW
zf(YcH#w5-x;`uJlJ#$bbZ7WNYAgE7ec>+dKISMu5|8EtC7%>$dkuXuVy(A+bIrHtL
zP;iuEU3x%vUFv{wS7{~%Sjkt+evF^}ev^-TSn>MJW$pZ_)5e$m%z+je+d<U+3y-f1
zeD)qE$zIQWj7BXO-@FXp76YLx;ccoGWPvS4x1;2p$P258na6t99gA%EB_b-LN+m_B
z>^gRAG-ZE_7W=CzG?r;M<^@@>tW3PczIx>Emm>6cN$M+B+fVks!uGJsOs6xlYlq3Y
z_x6-~bb$2zEX$Oo=l!mg>pyBQpPhyKUTFHZaw?DTsdX}ZI+XbICvVE5Z>ipDe_o9&
z>u&?lOtKg1Zs&ocdNejtA;5`*N>PD7BE8U$481}4;!Fe!1MYJKnIbIAik*!3HwmR8
zr5X?A6#XJZ<3v$W9zhU3g5IoLL`{-iu{I|HdFs}AvM(`0I#@*t@Tu<x`@xGQq)i)K
z=LgBZ#Cr5Q<V(4Z1xBTnaF;%}5*PlV;({0<r^Wfnp!9%CIOQ1#ng8nn=GOz;sEO@2
zohyF5lLvzv4S*MI@^mkJ0_*d5FZ@2GzgwUXN3&4X!#$IGBAE7Uxwj~$h4JGuNAUFh
zZgPD>04m1$mz^-!^;sMn8Yg4ejtrovR3f0Mv_IKaeYm;4+Jq$+6pTT^<j?#Xj^JOR
zJvQ@i`&Vy@9Cv<&DVsi9Y1RFNCg(`^?uq|FNz8UbTIMd<Uq^3l*8`T^VJQ3EoSsiv
zx8ZN!h%p&IUwLtv>{i=+zq-6SWW}e++nFnkrMWQMd_A-Mc9d}Rr>D)D;lsX|Z(=g%
z>R;Jz;97oB{R=CCD5Jz30@1#ZIwiH(!(;f7=K_43v3RQ1UD<Z?q~ouFfI(!cw!nV8
zB&EN|)rj49Fg)9XBRD;X{h(vCz|Q)riqV9A-epWE$L#FAk=f2S!<}L{<rN)qX@=+N
z8`Kfi*p4SAY8N|n#lV*hF#{CzEBH)eOejzBa>=}R#hBmES!HbKND~r>+<-I)KebRN
z6ZEVcE@1?voU1#uY}@3)V82>?8d7u;Jil?-;!n;VslgjWAhdOVCTsS3RM6~L$>gk6
z#T(@|;ZfCXybg6&DCFOKfCO18;ld%LRwbd}SrXPD2lKNRKHIU}1{wqrZg2mEB90hb
z>y`0~L&QJ=T?wD-T)vpsTMg}Qh7VBy<}xMOB3ySq>NcDu45bKyo&Y=42A`hadG=;<
z)~7hU1=`?9w`%}HQPx^)2B=@@TPKYwZ|L|WaE!pa*8F%r{pb$(PWsY>jF60vltlA@
z8n3mjOZI=s)an4$x>?~wQ3uQhdQfKqe2)TA)@1(Dn_g*DHT@N}4<M#F7kzEa_BbM>
zc=}<hT-Xv6(606X0KoOmhM&aB8@VMEX^=$)8q->M3k|Pr@v3FF1YfMa>mx+dM9K+w
z^=_2%DdzI!VyTUzn%nrtL<2U+(xz`Er=~gQ`pJi{Gq5F%&&s~JjhZzU|M09S%_}Zq
zH!!<aI63#jIvmxjHWBiQ#?jEA*tn{EvSIA`tfgeJ$mjTd3ck*pnUxd7geIlQ%Pq(z
zdIg9B?%3x+B7$=X3Wgq*GLO)7{|qV)sxL2r&mn1I6Ed2i`I-6xWKxh>4fkV9M({kt
zd|Fkmab^Cxuk+#23H@mik!<exy7$@?!SvlVZr^!?J$e%{mr3LlwnD1ch9-MkVN|Ny
z<!s~oJ4ut0iw!y9kRlR9wqr|i0U2+4-%;w$Og??`>#eU{9_$`R+t&oQ{WxaxFDu0^
zD`Ou#_bU=@vkYx(ohViiZ-KP#e#VAnZshFDB>ydTLsq`t`>|xVEBUra`6NZ=?)Xib
zQFW<QKV!S_2=zAB_;|FE=u6@c-LW(@!4L-NuV;+mFm1l?=Jv&1^x7ityX4&^P1eR8
zRz9GJe+W_2X1aZ%ihCN|Z#_sCKCb&X;9CoSIvjR8Lq8ZvXq5JW^p4(Mm6=LDq`pjs
z4AZ{iEVaUkzDC;jF(dcm``BOit-dQ~@_mNnM-5>T49(lyRPkg+{i=hz4d0<xk)(`V
zd%-%J2b<(hZ5xm(uvridUeh1{xDs{n<o(nFPAUoIk~Y%sG2vU3OsGDb=F<<=DxL7r
z`sgJN`Nm1*!@r5-rb;s$7HA?Ku)q&*>Rl%Uyn<8DX{>7V>9pA#eQYF;|HdoeZj&UT
z%x9{^n|=^SLY3!geXxbFNdMj!Gi!rqPLK=K32N)%yttcu$w1YoXT-Dlg*0LLmvgZp
z`>(a{mmfHf{ng;Sw-vX-_fh2%vzo6-nOk5%M$g$7F1LZad#?rY2CFV>X{9wix(vJx
zdwBN3F5?%MwhRkan652hbQ1ACS$x9X*+NUwDePTLPLG_wn(SFVb*+By#;<XOjYo7Z
zXOQR9aFng?V}1rwvD)gURot{pCjF|T%c^s+ubIP==xS!u&3?B;S1uJ>_1vzCgl?p0
z(#3LqkJv?ZMo!m+{N;<@-*YPJq;X>lnhCuzPswKw%TG<b&m56~M++XtNi&Cbg5vAf
zcm|*zyX<0jqR$V+lg7@dFRAO2KFF0X$XJhi@#cZHTa^##EIXmeo;K2V4g8ZQY+H*m
zeq?=K#fQDZ);YCuq2wv}%OiX*QK^^XX7`}LEx)%U2$yPuKgK6*C->a)Otr5&rN42J
z7`T_VI<RV>;j6Z3RnAMk>9B(2u`x^Z4Z$#q{!?6lu^<q@Z3B2=08|R_E(5gmFlxP)
zlHTjVWNo)QO5#Lz0B|f$Mw8}WuHbEufTvr40{`iz5$2fB1lX3Yh!=!2jdxOi(`fB@
z(VA`E8n5X8N6>%9{NjZ4chsXIr$B*pJ3d;ExXzlqE2hWKiYUO`9+^m8|0Be7!(3F-
zT$F@l$aiYRcWlLHcH6skyWZ+#UKFzPnTKQuTXp9s?G6ro=dAR)0YYAitKk+e3~V4+
zO?2n4u!X?|<dAG6#I;lxs1h1nOs;|s8Oc*CoWK=Yz{;C+;~Atqh>PeVeJ+pVuvR9N
zKrdz~B>As5v##v5E?78^a$^Sx_I#gJ<Q<xzhHv5i`f3fBD6kB{672=uIr(p)5wgGt
z7-+c3@%@;}3sTLQ^EE?YWKzX66QZV0tESH5FJVL9sI9XA&Bir)fsv-zYA<|R)AyL1
zHPAvIc*br2#lkSo%eZkmRxk+Gq^P$hPCfqkOiJ*~=DmGk8}XR+>HTS@x`ayUJ7Rm#
z%7{!|$iC3g41l`ITw~ASw+G&$4W#R}cnLZ$<q#Cie%o!>T+W$Kt7JJWHDZwtO*HFK
z_O)54<gw0Y%nQw%u;CZnP#qRzC`!UHWlQ$ubF<MQfu&>K<OE~E{f}M86+@BiVoJ1>
z`axa1+;+Qh<!3E18@mWx(45U^a`WC@otUs_Z@E!pa(s%k-qpPz@Pa)->|bIhXIp}$
z4CRW;25pBX&95oJ9;dMinXwO8_xl+=m<ZVud=~JG6Qg3b0B@QK#miTPvBSXW9P7(R
zs<sfyUZ#HlH7x4N5-MYQc}>i*{1Lu63a304!V<+Y)^Ouq*P^!1%$u1O<;=-6bzc;}
zo6Z89-uhjev@yLids5=oeb)Qmba0tKgep9j?r01H?kcb^|I}Qy?@8cpfu_-=JGRaE
z4vxGW9ODLd0PCU<H?L*=@a5=Yta{U{f<C{jFXTu6F!a|~;6LrZm=B^rBxw+(UTJo}
zk`%jlzxL3*_K*q<H~)L7Vf?1<K9n1S5Cux=?<w;5nmRr=7q2B&{&%zUaT%U2Mz}fG
z6v16+=MdQ%ad&8F>waj-TL26POI`5xy5tYGEpmX$Nxfa4NlgG|Q~BAE<EgpPbuxd<
zdvH04LA{n84;2x*4MCA4-)Q+3h*C!(1^1yt1D>I1R7SIq%@Q;Nw@`oW*^e71L^#(U
zBgdi#(0&hM2#C*}j-oNZ7Z%m?F8lp{$AQSxFOjQcXl@AE)6qvF)711ZAiYLNO*{~v
z&=!{pU?Wik>>#gJaWp&{wFfj}QVax!0t@j?!_y?g)5oSHl#8-6R0(Q#=eK?iZoU1-
zcU9^@nqE@cyPOV`yf*m9)au&6YQ4p~-@8)vuXX{ZPutEnYw&~=YJ!5a!v^iF)+_Tb
zOVIr$kU!&WL8dre0rv%Q)|V5z&x)?A?1z@AtVZcfjgLDg%O;OY6`GjUJy*q+eFV!C
zyKvk3?uw66S3P{hS``&QWsRjBX$gel82niSCY+g1N_=QJEcW<&gVspjb^(!55l$lM
zuGU@Sga?a@-0@WboBq#fs*14C-A{X1UO6xKM#Ar(xgK~1pRwjxKL|cN%7w_0TpCUG
zm;-nnK+JWMhd?BMZ<DFLCt}Xk-7YeHJqVsLLRS*+iz8)&!`=*v9(+wY4KH}sT2NYh
zcKjamrTr1j1%<_s_GL3kce?j69~PLt?QB2hC-2ZzK;#NZco5tZAdBz~ule`ivLK!E
zW~EZ|jY=ZM2$$msRV5h({+sR}Jkfu2D1+Hk^T+KOUt!}-8+o11ne(hz@x<k6QNkJv
zA=H#HZe_j5r7k&(Lc!LsBbznI)#ACwy9d~l=LyQCT5B?KIw9-PhVRq=jdIVo6!)p$
z1>P(dW>WS0Iwtn%BmLJ~CNTz9x+At<_J4JmKJK$c#+XIPm+eVD+FQAF$NT{ObXUVZ
z$JRx8_$rm%mFqP<SjhdHu51?l5k2p@OuL$H-)~9|N{1=F{dIOV`M-XC+G?jEq%Kxt
z(;YhMhp~rq%2D2|k#(sa^b8nfEgD_Bw&~A}g83&;pI&>NX}?l}UBi!bTfFn5_v;aU
zpS>4Ups>UgB7NQ!@m@B^M!+@OxaSEJJZ6()O$~LjFKZNPi9B0YiiNau=s>b^9}^4Q
zn&Ojfae84K|Mlzhu<r>PwSoOrFsN}?usZ8dXq=G7hmyoogsG9v?aca*6|wEl>CAG!
zF7}B_+%kx>wHDc}ijMV_{P1Y4xJ=gCx#!k*N~Gn4kR-Xs!F4$S4En5#EKl((qHGcJ
zUM&|!xhiewaIxW-THvTRYFp|#60|;+pwahvtw)Reu928Y*GVvM#hpAct^VkSkR$Rt
z#ow@_!)mL`e7)tPHVlL2m$-h7$@lUG@^^Y11z{hsU!&hlw69nlNMh+BGh)f!7O(tR
zAMmpOewKGmoc@yxcI)#`&e&wpTB&m*G3RDaW!|?QPv}CKUq;{N7pn|O6XQ#@_c!0{
zkAp^0lfG69%X>({tHVk<<IxN)F>|nsOLbZEU#piJFk2Md{9#x5@i^dy(U6Q)wuNzu
zQ5<gbcK$o>8y=Y<ybn0_xxEiLEz*r#IP3TfmP<+qb`r-e8>(B5WqH3$c@e*4Th|{g
zd{9ncRz-lduRa09GgJ^q1&`^-l^5U+lo6{ia^=p#akoD&&uC=)KlPUw*#FKHi~FM$
zCnJV{!N|YFl!jBbi3(N!F18r6Gah+n$|za%;fCgwj!2&6HS^_h;^iu<))P5g)WumU
z$61+Mk?(sxWSapq8$FEc5{cUri#OvsUUQSK&6BP%2$;|nvZeRk$Dg}B##ZWI902kp
z`rDy^<{pbC#!vHzLv#CzCQfSYZJ5HXMhP!J&8JqrE*hU)nGj?{r+06vf|NjqP*ro|
zWT*-mNiZT8EXBfa1i%6xVbCgdUD43?RsuKc*<G-kr$mNL2HnC0@WuMVBtR#c;z8!_
z!#3^{M1miHS^s;N1~Dv#!eNUUWl)Vv{+N(xs7121Me-Mm$Ltoyt?5%r>C+Mmp<YD(
zC78J?%$(?(dGTslVK##6%%Jbc;LF)T^+1bJtG&w&XFq}4l$iqGT;d!t?-M=$Ghx0a
zT!>|`cz1O?drHFWS6<Bv+t|l+HkwZ!n_PB$wx&f>P#Q0xFN%A>vI?&mW`9u_1vohI
z<)tZctH1ai$spHssBOmSa?VxIslP{pq%9y9JV5$IH-+u8e@HNculA{*%z3})&MTQt
zH3~sBVGVeL3yu3*iWTk3%Rh9k(AV?6kNf46=UXd(TKgUx`ax7^oqgy>My)eYK!NaK
zTcT-sAKUm<FaEEDI|T#i5o%HkdV~|$3>UM9h2OWk?0K|e`CdU?>V(X&i(ylFlLjpB
z5IC@E)oT-zA#DZM#XZuV%@Ro#CTl(tur?thvh$3p^e7pfI+EclF28X-Ke&A6xSg+$
z?|%5i3zPa%yO9S*-p-DxVoL|#aH)QO7tIzia}FRnAM@H>91Ro#6$JgecVw&Z+NgkS
z<=UGV04`VO{BYYk)OvAKeO<-=k8!dK*&=Wq4k}?oLxPHYMp3RL1Rdngi^S*8WL7+w
zFG+)~BOMk3KY-E!%{GzpXRK3w>~qpp5PgC9Z(L%>4qnl1f#woit%ZFYx&7Z5kx&B&
zv;1%J11qm3{LZaPNZqHbOIO=2%-l*KmaTzu%n!oU=)xvjn{z1$!dKtebD!*hCD;CG
z=rW8zas(tEOys{jI0$+)+?hO_b=U<KYLz{!jcPsR##Gi2+iL(A^4EcJ2o;96^IBP6
z91IO=K0Uh|fO@S5L+zP;pxSHYW9d(rNllneWt>T|ztHBYKfX6x37|!B@X<YGth)7-
zx;0i^4;w~GN4Ws+h(_gJ_Zrof-s1YKNS>8;09@q%KvAIi4Y=Wn2}EU}&B@^~#rZJB
z(L?X<{2EE!;8xbZuR90W)a2p;?f_@>g&Xh6G4)^}bTIYBsBg^-OI@<s!J;{|1^U*v
zX|;ZCV>YcT^(Ds8YeOyXFw*8O$VE2NADdBo4|vuBy!{P_v=fQQYH?=QvA>?9M^gG<
zpL?qDRlVAt+@2}R^lqI#lgQ^)#AUWMv_A)Od!^d4JMjCbl!h_1|6>eOlHGWa(Og4`
zg~&lNg~1j#%Vq;$t@N8C+?ZcIzd}bu{91TFq8lNWMXC7B-SVo+2mTc?PdZXW)B|=u
z!~_ku>&3e_?>Q6pO^v7);i5(M#QqCJ{@^+{$$rNCjbSTBUz)Gn<>5}luj%AJMJ3it
zS{WoU>8Qb5@C`Kv0z#UmeIVP_j{jUj_|PX<F4k^Wc3Ew^VQA{}?D9Z~Y6p@si20{-
z;qH#dJ`_tCisL7X5G*UR3vn`wUe=h3em_!Rn6YiO*exgcq`*w6PUO!u1RQ)6f|%UN
zjoh!sF)MWrM})5ZB29%ib(0mAeSO??&3zfytFfcRUWq)gBXbO;<Qklo(TmfkX@9gD
zu~EVkFFvWAw)If(b31Y&{Dbck<%Xh^B?UNV@6}7U*<ddZv{Rfp3gaaS!ktna!(A&s
zG_W-G#e8t9#oHNnwfVjishibP4<BLTeJA{MKRqb#-N1h97(VP5tXzLWF=)@GU7pWd
zHyQwz&xvX;gYMrfH*Dkol&T|BUZEtoZ^P=$YBc0e78u%nsg!?0xyUr}yI`0`wd-Hw
zqPt0bo~l!?1MhH~F<vp<O5C`Q-+32RWPccO$bD<T(5`P$@$1WuYYKVi;>Y@&@fAeC
z2R!K%z!^c7JHvgrrdx9U4k!HKigS#ohE&8=vKYTaaJ}u!pdvFI@Q$!f@0*qjB@wGm
z4{O(YoS>m<m{5xyGu>C}8Lx|Gy=O38URxzwKPT%|uVDKnz$V>7W<aEHFKg6Y!VuJ>
zf1e%n?d~h5o1q!{!+V@o{y0hXl&e@;3|SmY%bSQMXEEDrvEdGTEYYryWAk{$GsXB^
zRiCYO?w;)}2wU@^&Aomzk3PR?p~3aI9D-Owl$0rErAbVtYv{#Rd(XFA={&kGueH_+
zxpuF`ptwa#RGG+?2Ldw5$R43HaHN8CXiI)3lAzKurW`>1a=1#(QVwu|25p5yZhtP3
zls>kfq@YxZDgD`{|4nRStKc}IFou(o%w)+fp>o5Bg4%If`;Sugv6c0+Up1w@6+b#F
zD(5SlyK4NZtvcoX*A@My5*wW8>B8PCo31`8+LAURr)<;k>wBg=``B6z0ec(h;M+a<
zvU}ro`^HbFm-WxT{!98-%$2{Ct)Q5%3Yn`^lP^(2mUYNiDqN+`BZ+x!^T1yl76yzZ
z`jjO42!F>bbd={!>Dxi5Dk%Ob{G%SMF^ie31QvLSO+fTHSU!T}!c{<9J!7EuR|VjP
z?}}f{a17l5JGvMCDj*t~fgOZQwu0<WfE?@~6OsrK*Bls#uejka%z@iud9q|8KIj{E
z1#sxPu3q$9#SW7!K^F(M6&K+0WtAug=Qs0#Jy3P|#0!`IDpwrlK!PW6)=Rs8My-=Z
zc|<~)l*Zpp0}7%x>(mDJ)Nx#q44o0SO-L;gg5{)p!2Hk9dFcWnAOkw;ZExKw=j|wn
zC?O#%SP9TBz@@Dt+kne9IlM-fWf9Iah#F)p_o)N1fY92#>q6f@2+Ol^xNi0L|B|^s
z@?nX}naheK9u&UtL@RmR?CrxEO*2S3I-U6LK}qVP>0DuC@UjKSl_i=a=(lDg?mM)i
zGu_1WIE7{+w9>Dm#tOY_34_}9iI9HFr3lNGYu_QELG}vQHLz?-SITaF+Hoy4w84?e
z@-M<Ow3gK0`J53+24NV9a4-RuQ6wEKjQtuNrGwF(D&v8;rjOPDTzfqlRr2__owLK%
z(J5c5m|MW2y3)$z8)J~gYkC3a`oG-x5~=Z5h`Cq7G0YmbIz^j>5O`I0dg^01eQ52+
zP`z%B??qo`&F<CF-}_jq?DiJ4MmsOFfWv-pSAN5TMP(n-saVa8UnscAiEAapOqqP9
zJ^%cHBBgWYH`iU+oInJA;V#$>vp0A=n#U$W11-STG5BAyROevP0PRaTQo`tR^y%Lt
zk=-5KRbZ&DKu{V;M5(fb9tLK<7HA1OxVVD<-K+ngTu_KL6ax5<Rw$<JK6IB!E+GSa
z3ou8a_}?RaON-BYFE)!$a==0ZeN@dsPYCFNUdLNe;oD(MNNvCn7`k}Pf83{jkbkj1
zaH@iwWx&4XK5ACjt8a*^elyL6X`dA&6iSC7Uz=a113lh$VZLseg;-O^Lmmqb@KE*~
z)4Id^eY@2``T7lEsDmx!W)E!(JupSSe{^p(_lwW3M`CNaEL=EJMT9VhyrVIi4JM8c
zRw88f`2ih>2rWIo)<A?)PX5Erqzfa#?YW0SmMl!WfiGu2lom+(m{4(US(|^iXq|s{
zb>MwcdvW^K<(u+^UaHY2=i+u!qo??UFAbM7<40I_mJ9nih&yA8pH+ObO3!~W`DoU}
zBBo&Oy5RhDmER|Ok7s(D)6)`se1`lp=1%iArLmv2@@YD3edeeZ`BX~pXAy|R?1+#h
z)c)LUpuv3_NlzfkAZr5rg8<muG&B@zyGI(*iolW51R`8%MGw%rumEKQ9Xc~m1y4L%
z6S#UZ2f8D+EjNvViz!7o)^=y#fP#fON`}4yErQ}=z->x0w&q;c2QTo%%(2*XB_%`|
zZSO0iis~oEc*Q%ZAHBl|e)8Ix|4w5kWc(B<G`hw7a&`T>T^-|}7OkWjCdi7XGv9mg
z8YF#_fC>GTtA$%q_IP16ci3^5{3HccN@oK7b`Zp$7zNrYLn<EzqoU_th9T1Sd_;SB
zXhj(^FinOp!<sVmkM=J`#<|l{nN<DgkN)-Y6V?McVl1%zazxAPo1YnvTdcMp{$Apk
z`QJZ++vP&rQ+D^eaUU9wetM)mPaK0X9MXS;#;%y%4r=o!G^U^e3?IQ<LZvSA6n=fe
zAx^U7)L4;PlzWngH(<dz;qtj}4)eQ>r;HW!n6N=KCpf<sE=qE`c(%>nUJZ;*8&Df&
zI7keJD^n$J+;6=XueF`Jel)5p6FytN?Ua~SW<)eh!i|NzX3WrU+D<qiUb$kDfJ+3H
z^_2UXi|q!lz8e1$=N0AYF4L82ym>`PKY+vh6`R2`i;734*_sSO`?yFCeT@Wc_5Yu2
zUyIn%QL-qG_@wlt;82!%RC~yiEjjxi?Cc5etHm<Uubj)jzNa@@6PT7DKa{l(%`^Et
z(AcuvCBsp=Ls|K*hNRSKrFUNTPGSNoV25X<kLRJ%y41$szIEdCJ(v9u53V&2rRe8U
z$4^(EsNm5E7(F5S5qeMzq#nrv_n_kcdhYK3XQ2T(kb<#I&FlUg*8kj)6W6`Av>0SO
zD*JVNjsHA;bH(KMueh2T+ZPv9=~l1u-JC<+%m$5bh`dl|lKQ4)GD;8o-7gXrs0gDB
z3v`PmYmqK0mVcHj=Ui~tx&T78#H<U8WQ^1ny3QiRL9*!IH+m4#?bXU$<NWLjUD)26
zt7swyN{?-+?8)^tOu|~5(Z2_vh!-)*K9fG8Kn^)YMz(Z%f=1q_d`m+|siYXd+%`BL
zcJZ7smtxdYfjMwPma@0m;;#dW?=}UWB=5085(MpwxxAs7F_g$i`n2gXId1O_C_^R1
z?U_`(pg&<(jRPqOBBg6U?<E!@0yR6J230FYh<|aQAoHPfYWn0|`HISV7iYhLz`fR)
z+w&&3=aae57yR@B;IgM$MR(OSaG8t$5=(x4nrB;wz%5xU>zpfX#f^N<f7fPG#A;IV
z`D9u8JQ=PPW-;AasJsvHd=>bZ!PYQjiXqiWBcRgT7-+u7{0C45>Mf+x*rwDf=(FC)
z&9XT7cy>85&1t1zP$XJDuH}c~EzST`0Iv``O!~L3*Y)suvS&ud!@=Emi`U<ybV5iH
zvMdMVOnabIj7(Uc&wE6PdS%pobq}~HRS>zvfbB#D7TIN~_wQ)9$lcI8n%uuc`Szgb
zTDWh9Q8&m*Ey9JVC|IVgcFH5rwpz@Ni#jKO3A9Zu!s00O6wO^O79i)!`P2V80_M}v
zFD6N9EmkUd*P^WD=TpB+0Ii!hS2Ob1aOBAZ^%8Uz-QR5K^swTOrIAlX{+nA<689HE
z-xU>gU!A`CgdP;Z5`<I9!r}Kjpsk{GsZqh%?5S5k?GT09%ufztXcH9jv!7HTiZm^o
zR1l*NZ-Z~Cfj18+pq>*3w`Avb<fo?GpR545+d?DkGzbIimc?JE#mb=d|MAE#=l}wj
z^k9)<(()<@PJ$2=*2)XSp}_2;!7LIBL!Tn3O}X}k5ZkJfgn)e^a6T$oA_#+UZ%2gE
zvW3nCm}(eTBj91IH%tGk=?BWM|KXI0nuXMS;2%ydgy*0lLIC@F1D~{k#2JEC-IVPM
z|E%-6($NXXCy<dvsbNAtgedJo$>#t5@y*Y<P|Q1iFpT0@1Iag|K;R-(z+{fO6^*&w
zUXWgN2E$}?ZR=gf`=PV4n6t8=(HlL`tT>ijp}RzyB^?Jr+6)}pabL8@zJO<LC@(CK
zOr`#<f+g;<7so0*$~*a=$%h0%ObnQ#s0>Olfd4ijYlN}@=I$M6zW%qvWx$3u-7Fpd
z!-UIP_T+t?b2nlMJP={9FjjVAwgae_A^|`<q*U>X1|Yw1XhCx8_NaSa>#KrFY{|UH
zrsIu$@$FY*G?E56fB2Th?gp)zkj_Z`kSuiJHq)#3v7I{jSm=2(3|S!d+3*H6=XE?W
z?xQ%K9Q#x~5dJpzo<dWmNE5O|b`@^<eFZKIqkzEidK!?7D(>~@b|mE!7%!-3x#9k1
z1w8-u6Z*dOCH;|F__6zZsD9vwI_acfd!x?XR8<B_dZ>C3csXcVSPd+0y3aA#(eO}E
zD>!^qOxB`i$W>5RxqA?Niz?GcQ4gQ&9nLtnt-k!wJU$q&exvEvbMkw44~J1YbBW`8
z^ikP%n$jysR>!`q1ck_@(l%st4K<+00WkF(eJ($5p5(o`2w4d{x=k=<p!Jvg`!7vi
zS9~9K%XnlDCH}puKmNUpEA-GQ>HO8<{Q7@G=^$U$>n_1;dZLfO|Ilk!izf-G9iL_-
zFHrLO&-+@T{#@&&UWmZc#>O@zOkZo$JExLAzXFLOm(Ks86HDXv;<}U_%a4*(y;rlo
z<x{%v%vMaEOhQt|ru4tZ@SvkP4&V5;CmH1E#@P>(fXharNvpsQ+h(fNo;QK^(RL(Y
z+H#pZZhKnQhIGi~swbL#JNa2|0v9w~S-8lbctLD)KU93ECpN}s7+aA0+0i?)BikfJ
z@AIN!8elwpS+X&Qt3Om>^*-@_yD4^spl~iKtL2RchI#X?wC&o-9EXVlUyhE)hB9$@
z(wG1R21*>+$Ie}N9|bj9@f`>`7)$HCFwy{v!zLw_pvnk;xmFiT>g4Mj_Z2L!QhP91
zf43`mRZs|w&QS>18G}HGf&cPnPZh*?sLG|V3OCJkw?7$HGlKr-<`+@_)`WsV3WEwv
z_l^xZX(YHJD{~@VsVg#V4cxfVfAfYAf@BC+HuS1}#d~(8-tJ_+qGGPJV!qn5;TcW6
zwJO<?GUZ#VDF3JLbwU0W3<g*ma9~!C?{tnIL95c>#ORXK3#VNOVC$(XQomP%Wsoa!
zJVlVRp<zvuuxo*Wmrg9<m}I|&;;ajDf6feAWfXBN2~D+vZ={72;ymDX5d2J(SV-rP
z*cM*a9ol)#QZm37kQATG%hGp;3MrltcR?!l?BfSr3Ys4}apOV!bxz#7nf3FNux)UE
ze!W8nTy~&wp2i$Bn?1Jhcx3S^s#vDgC{0|SSu7SVxsxKg%_QY?Q^aYi(`ByRg?UBu
z&5u{J+n;Zh-)Muk{OUo}Wu*%2mrF`HzF3MlF39|>h_`~Q!gX$ueN!?F#FO?iTwyE;
zUTxx_egN5i{%nR8jE;zltUc%wqrG(RlcQf9jfi2I`xs&e2ykZUTvi(Pg~{hIAfv8j
zhp!UovE&B~Hx=pB?Qi|e%k^0&q}Nw3L~&@G)f<fRm++g|g(oE?nG{|V`*gi?TSV+o
zSZsTz{B-Kg{J^Q2jh&TI^^IG-<zGCOj=pCH{wh!pv$#-B;-kZ(yT#EqR~F&SA7=v;
zFb7cS{h{m5n!<52#tY4`4Sg&Gz0#QBORLcsMXVUna7Sf`=l&44f8e#=@X{2fo16i}
zv~+wLGyL(dHGWg@2;XW!O1C9So8bC4QXy5ly}y&6#C`<nrNVDxJD=6Md_{&9)BbLn
z9MB4$((rqq#rw$du@2-_??zYex;CDwqvoxO*Ig}k**=`>xSX<iO|T*0wRa8g&KSx(
ziJ!i~Xp6C`s(PAT>y(}MGP}&Cs*GtNbn1Yl1F4^jYaOaBTc%m%O6Gl7t)CveP4TyK
zU1qD_3v?c#E`jV)D?<SMEbIUnVkjh5T3y#?7augSM*A{t`Up=4FF~zm6Hk<G!xgaT
z_eh60c-q6GfJb<AeU!*WXbvwy0Wi1-;0dAS&$iwuybPa<R5}P}RrlW~*YsCxgWH{>
z68}Oli(KsZy+2C}yS<2G;1DK4W)vz>MbN3E_dBV4CHDT%-)h{$3ID-+)}H6T>lf;f
zk!N}K=I-d3PsVC+_2#>rMXQIiv;CiMIvc>Hj7$N6vf;?otb1zu<A_9iC*Nh-gw?`W
z8=-4<{S03R)^Y}5$pQ)oR@nheP6+atca$n_C%zh>yf~Z_8_wB<<d55gg(+u{JbI)8
z3!_&+L>VQdwOwVBA^Xqu21?XhImM+*?|1nswu5D!Lvh{IV^mK5zB%+3$a`;~R~Y}6
zVU(rT8WDS>4S@%(hz1hEo<jy{8+_-qa&BLI{-u=ppQ6we#sme1ua#%|dhL(Y{T~_C
z>g$P`7)U=#L+Yn2cMoj;(s1lo&(oN*s6st#-f7!rnHi~SXNmCq>o$3%u<GwM#{vg8
z@X^pPju0b}WM&T#=SFga_L0JO{iH%q7{~&b=|Y<x=8};)C|bVfypC2#<qK4B^}K9f
zy+vJCalV1nfh$>``771tonD?<bda;(n7NI%MCQ~+HI9Z*CUM0MFn?h8@;(bK;8c^>
z5uhyZ+}r$w!FUl8GOpG5wq?kpV?wm#_kKn)iQjyls0s>xDq)nbJk^#cV{2{~+Yl*p
zUEWeLNGhUd6}q*ph}}P5f?G1Ytf$WC6u`4>ltP}h5<jVHEUr4R!0;ty$S1JGE`7I2
zSAH$IWjvVP8)$cnoZ@%f!37h7lZH5c)ahjhjxm~+G!i0~v=A*Kwu4?RCI(UPJBT&o
zU$EP2Q7aZ78)1kP3cZSAyVx4L0X3IwX1Ok!-*NL|;+Ti?)muZ6=K5)D6d2j2>qV~&
z{iE{DDeJjW#SM(~D_qhBmt3de3r3D{HVc<e_4*a{ckCGSzfRQMInIwrdNmO6$?*|i
zm<n=2jzI2qcl%kaPPG)qT-d_UKzYFZ2pvP@KBoM|fU0jYKx&tkrqXG3KL3#CxMel*
zJS4ucNIPpS<hJ|!=N;};^jI5X0VnfIE~d{cA9a;K$t7nG%Y4I$q};td{5Oe3-CLYG
zxgtAA4H~dl?qq@s^2y<={@EDWXg*(GRQ+){pgT4H%}29m^?%$UJP@iWi)YET9iiv>
zgRgM7#$4x(yV}F5H}WOQ+-b`T68T77vOiedY?&gS+xkKgf@rzna!hMFAv!_bK1}%B
zD4JdzU*eP0gP7X(*{m!HkNYCPA6w;*6>9N7+)l{Y42r$^>6KaqRM)(<$l?bqHusa2
zGN`oo|DNLddZLbp(Bfg3lTTr!CgayAMkgbxpZq&J1$ig;M}C3}cRC%1AG7Xm#tIzL
zzzM{8GBkpBFihFu76K%G=qS@ZEC;_f4+!&Q7y7#<@W%TOaUmHQpt_~O%n)r?-<5Jc
zHBGu|@k~3n^lw2mr{oi_%E^-eGL>rQ#!k<Y`Oo4u+N_ng9;)+<Jl#r3lq|l7h*F>G
zEcn6Y6riwzhP6F&B+hOv351a;BZ`!+QNI}zxYuWPZ<f@))!KeU%)a-s{U1mB8IybG
zTv1U2+bmbn(H>ScDAyDG20Nun#i^76;wc4Q1&~55z%WI_$c6#~BA8kUY$qt|keFag
z{njo5qjm%llpth>A+%GYFD%-L+!ekw1)ZJ2+gJzj6Xef?Le!@(Qy>*uE-T3&T{&ph
z6o;SXuC*4s_y79^+{VWEN9ffzn2tHxlgj$PeE0q^7R3*I0U@-)e0=2<4|AYMCDosO
zuiyGk`u81+sD-}lttF^eL3=fSa2_V;?GiLcKn2$f{J5LF<D=w`Jp~fahTSbk%Usl_
z|1fx+QoWnS_0!5{Mm}_)tCFH}t5kXkNFh`}f3pEazwfS`>fzD%@K!fvaUfpyXaJcJ
zG|h}xOuHE(vphH;5o<Catv*;(siu)7C?V#jHSjQS4OZrV^CN9OU%rzfgQ^%wad+||
zl!}Co1gBv5AqLX4`ZRJdI{V9zj^K?Y)gT37K#v0fv{*lS9^P^*YH3{GBD{py5etz_
zCn5K*<CanBCdUN<Gvf*zj6Lv1hfF~<e~#6ft-+rb_(mv4M0(xYj+#j=<Kq$HDQC|w
zDJ}V#Up6;0NR=dHS9^X<jx?XNHIyR6@El_Jb51!xj`{@7!YnN*?&|BXutB5)3jnva
z!Sd;m%IVqC;i;<Mb7hm$HG`(ed3`Y>3)RKY&AgABJxiPKvy$GoBpr~nAXf(B)`j%1
z@*7+$&}U%D;}O||uFE_h@ESMUCc$Ka5Slp%9Ta<;xKLNjsvKl4OH#^H2Q4VCo3*jl
zHYpq~HakeM!F5g)Ns%?_S~YCz<PyQ)DP)y$J;smd0DXfO>2L(EP4Dd%!W}?cQ;YA_
z&P93F14PII{Pyn%RO042?Lz1s667x$5QY=F9MmX4b5SZ=&;%t6??D@dp!nKR!r{~T
z4~J>H_OtU^uTXb}uvmvqu2yFk3KI)japa+-+>Ue2yq;HG`I?X8YFxIvjz1>1XhlnV
z|NB<fa$NAe9%BEl$NW8?Nw?XAoMoh(si-9nhI0<ZvIkwQZzzPd{JO4ycwe^u-eWD?
zgYo_WB?<9k;Q$o3F^>?L3HcYCvT6)FF)@!YH;G$z1I|eqc(zhp^0IKP?b-KBG_}>`
zbufw={%&9DcdqS0XCqIAv8uga<QL$^2jN_EJO4w|dB;=z|L@;E$LgG97S1s$n^I(+
zW6PGk$6LsVLI~&B$Ig}&Sq(E}Z<)!62-$ld`_OUD_toe2`~8(a`p4~doX7KVJ+AA1
z-MyM{o&nO~oDgrho0~-gqWh;`|LnWBjg9-2mvScCSh`h8&6@iZd|FnQi$MrYFzT8x
zC#0{_Gd^uTzCTm*<krt?#<%wbr|V@rriSCfajOl#gG4q&n%yzKXa+<Vuf6EdR=xnS
z*S$yg=CGLKNYh}Z?`Sn-Jh?w3^-@-5Sm*A%a1TXdC8C1=`z$)_IQBNJCS>U@H09_Q
zy2Dmv>;d*xl4ST0S+f~pA(C<M{NjZk7ovRw2A06qI{^f?yyUEYrTtSaBX}Il#T3k(
zbmCQ~@c!D-fHPW4hi-yX4-fRCk!r2Mf;07@K!ZoPis4kBXA^1ItMSHUpcp6rwQ|YQ
z@IyrEN;%gXs3|@*hbwoC;w^XPh+NuZ=crqcicbxK2wCHofjU{1!6i(Kg3dm_%_muT
z+&duZ7W6Ae^*D?ejrKXqw8ArvgzbCkntGsC^&gbvh|#}>vB*svh#qg-g>Z%_9N6@~
zQ+2!{#QKdr_CgVJpjfcg(i`}`d$GF9nw)ykAvLWc_?9=@-4m1e!ehA$`0(IKls89o
zVDXF7rs}RH67jM}loylrgF~);=P?pHDR7PZ*ss~?UQifS*+RTve1C;+&9+H>;>SnO
zm%=W4wjbU|>#&laE(EV>f*XeTD*d1sC1VwAO5%{y8v1I-drvd}ngQoj=E6)?UDIRt
zWSuBQL2GR*z8%9E`bH|rVdCaYQ3yJCDAJrFG>2~IXtJFRM^EAQ=d0`a&^~P=c8%6V
z1G$czEJaPDu!Q7W615hMBlp=Z1a*0@m?TUMV=E|Bqm$hdAB@`$nlyw!wB9=vx(*Xs
zZJ-G+QnFL(p0$p+@9mXQ`iWs{E6yv=kS>O??Dp|H@nr|s^iEw-w|%pSl<rCk&$5^U
z9M;$!&6X5CWge0Mz?920vk6=Jb%hJs<BylgNmq?C%GwA!B0b}?Cl(KzkrLMq16l{8
zJ0pRM*e870Aw#O`*c+(<Q^Q_ttt_YE3)9oswftzw%;%NSNPI*ur|Iy^yo!Ti)0#ss
z;h0JSG}2<d!n*B^L^v8+h{Tg}O1xJfEg&L|;MlZi6$1*zRSrJV&PIxBHNTDng+@G9
zBKBGuQZim0GMkZgWzm_5`2|oN^e^X1h0<OJ1CEoQbuYi43G5`8BjIJy+LKo0lXAI}
zL2{E<oI4?;-#hL2pJ{2mgBmz~Gt>(ig+ntjMY}wc?8@-bBb`uYilXi+d+9i@k7W9<
z*{W@SKW3%_4TLTMDZavsh{CnB!qfQHy&C~CD)6>i-=MWkLhtl(?)X(}EF3x()J{Tn
zeVi!64K)PYW6}0h#CQpcGjvA*hG0@hREC6jlecZVVG(0P1WCt40uC_-Oj0mK%iwSF
zL`XLgG=O=JZVnD)#lxmZ?z8}K2%;x99{XYZFGl=-0hIHz;e*{=q&(kmpf=XI+(z15
z-d6&>t#}AxLRA?dz8Zy){tL8)!#JnE0~DKzudLr-&rNA69$%OgSpqS)>Jh$W$Yh+6
z>t*sopW$TLr;l&ev$H0h(W?i@F7I=4eTiM5UWNz<DyBefM86r)j;*y6n%0sM6T|Rf
zse_Mch*dW%VxgcxBAFwpXH=*TF$Bk_{ov2;A>SDVvq*oX34!+h#xE^M+Pv^v`iuFA
z)7Ln)AN?4Bz^rj61SS!W#x}Qj7{I)a$I!OaqWxZ;F5b4~DgjM#bT42-Hg22k>Xi<|
z2<JPN0>pec^d&PLPIPBD&{57UA<Q6Kdl`n^#x8j^26gF83q(siuGM6SLNq9A#yLkb
zbtIyrR*D+<?p@=BgNaphF4~DmIOQoYK^5Z+Vl+K(@6Wa&yll*0ytcMNnOT^{f2i|s
zXe7UHGjx7dc>;m4amq={zI5>1#4dJ>z3*J%QM#)dshd!c%gXskVpDE=Pi{8^&tfHL
zwfCK)Jl0*CR`}FQ`(X{ek+=`j_`|0LMz;-^65r)Je{S(?YOyVmMVAPn>n!{JxrE-g
z?JED*^J#rhy!;pJ>#v-HkFBFdzMpO_VtPwS5Pl>m=f*MJMGRLkO!@$R(NTr@8!YGC
zkLkPd+@*RQkUaODZU)FNIZEuK5+WJH=@4R97@#9;syo+%kr2WQWXG3ww%R<LS{A~N
zy73*lKp8yF=f&pv?NR@ZRe&mstyEgERVLb<yh&SHNT))Zoe%(J#H)4TM?*Um!0z6u
z8B6f(cCQ3k*qlfr_FP|2%z9Qf?;ER~_6fsl^j=l8ooH!~4SZJALp?Ho*KVHNY?%5m
zFYjJTwnS!%bW(0;dWtl)hu8Ss<Bwe6dsd0m;BP{S3@YJhzF`YKDr&&TauiKL0f(w9
zkdP_dh6DPpkUSLw^dUgAuiN#ux|n_)f&NH#1!6;eZ2D<Pxk`Qm?fj{6(iq^tM9R#)
z#V?0|{+%DOfK^Bz9|CM@|K17v0f6UZExmc`wJ!Oc_Tb1dYp;^xZNLAdVh|I|BStLR
z#*B0st7lA(K5HfQ4kZ)CoMn$1>OBuCcE52vo2}=Fi=STc-UqTSVYiu|GeD`x8Wi3w
zirEOLC-O(LY6rXzgDt*W`S=M;0amCYk$mh0*q@FdZXcC`F?`v#2OV!y-3mr7{@3^s
z9U=C1a_*B|5F*5i`O)8<Z@ND3kq8#1MakZs(<vU$bP@%p@ygmI^@ST^oKt#>1RZkG
z#HY=POCTO%2NXPHv?|I$bp)yYRAcCFQ|VUY4|DA{q<9>`F!hZy71jbHC?Nhb_wv6R
z1q+`q2;7lg)vd!}%JD4MAId6L4~RsZk)@h;xC7Dq@5)LCzA!@Pn<Mh<nSP+{8~EUa
zqepf5`pq#1a#6G#F~sRIdg6{)+ufG7Jc=fK|FDbKS&P|2R$N0;ngj1c&X3Gwd0xB=
zs;^qJy@pv~Q$oWjYhcSH_*8*$XCxMqwUSj4kNc}9HJ~ow8c(E>mE0@P9!(=COjNdW
z({Fk0tySvB*`3{QlGyqVkQh7pqI?qao}=<U3hFBHOhnm^G9=Q56o)}RF_7bb>$Ovv
zkgTAY!bi)x${V%nw-DHR2IpYd;vO?G-xXsw-!nMp(2yI%(&6K}c%6L)kBmHXYa-^)
zHO$<t7+3bIxuh(9HR+*rP^lFw_rC=Xn?FH!7_m5i-x1kc>^;o2h_PpsP<J84m$z4{
zlTrn^I@2;=)l8pq_fbAz`LD@=ppZZ)M9+H@I%P#F=e_UaNrWm~jDMG8uv<n{JZ{-U
zEh4}wdB2ObzfY6~zJ<AD#|%ePo*l35U;Cu}e043m`SpeIj2MAy5bzs3dDH34P1oEn
zMUlV-g%;hwJyHnvrjnuHPpXGfgTJHtLp#k3{4BDVL!hJ~QNqc~8p4N6#{Hp5daiS0
zw%TrWyDl}mTh+Th7H8*X*XYzi7!_rBiLzk`upRPy{Yv)f*SHSOhrdj?K?67-)kWx#
zaFH2}%HM;P(}Er|r3ZZA@YcgmtrrokYiYS$(7YKL`FdZ}(&pvh^i_Q6h6M{Z6rmh|
zirN1w)%#cQf3s;Z?;bgkELQbz-ll>}s%fyv=h@)Ou?Z@IZf)o0MmLcbOz~MxZx>KH
z!(jyNMGTP(OWrRphU;9r8mC+hyN1F=JZ;X;f*|F+(H;lftK?xYzB6obxlvvE2*-~+
z>1_EI?{VFNPJ6VV^%mq&r||_VeHEw{14g9I)ujFTV!s}{^Mqi;e~_FSU_B@$2>fSi
z&2@d(UM`@5#-gfdC||m-Q-7-?v35jo{{?MxQ^dDxC?~<Z(V;M$QeZCBqNjP#Pc6yz
zJ5UipC0gvctf2F!FS=PuVI3Cktl&wLcr6$Ui4wlvrxRJ7-HF(2_PcmB9>1x0nTWgL
zLvaM$LE4gdnmS4Y9<ISso#D|UV^_9rU04#1AkE3V=`V}`S7&)l$Lz6>UDNv`$OB5M
z2$*sy7cqi4D78L`^$$CNw36kT@DplO?@DwyI+48tu~@iwp9m0Gt}TLk5pFkxp@cbr
z#!iF5hiS*f*Y)1*-Ph638q^;A+%NK6<kNn|b5>^;n8!ip-l0f9h(D{Gyfn(*8;|32
zi_2lZB_${S`nCND-EZ9Hr!g*NIMrpsStI1UfYANYY3GT>IM7}k|4aNdjS=;>j4w+_
zG)F)Xo{q3emo!M1v`CjUc~`HO^yU)sO9kVqnQ)!3<n8rqdUD%q5AYD+y4N__P@Are
z`|hn$qbS-%(9o-p)$UgP(Lg;Q-;jTS?8n?qY1O?mXR8}6m+fs3Aiq^|X5UpV&KBY)
zKS>_B45^lbrKH%{5@@wT4lRe#hdJx*towc{-vIfKb?cJi1n`Mq*HSTuK(r9Kh{<E2
z`hf!>;c#NlCc;>iV9I&v{%moB5+E3DUcH*R`sHxW5{Gt1Km2{!(!TcCW}IBoA&Dd>
z|5C%NCnEAb6iu>*0gB!p8D`a6rnc%ON@Zuur{zk&OOx#tddfb(UKGDkq`O+8yZTgX
zos=x;F*K@dy30)&9`lmLkb>+sJY8uW_E|*2$jaq&lU6^75|uw7`rLbBVcVr)HVogb
zq+8mBNUUYiA}+l^OZLm_0cTrv)YwA8GUVk^tYEHB#*FLmSEIb=6|ysWb>^65h`3S2
z%GyO(k5ntA8Hdy}ZMK1j{2-0<gMo$Iw~gXlw^6f%x0_bi)W~8G!Ll(?(Mfznq_dq?
zqH<g(<mC*lLakjooujc%@^vr?7o3vnCUB0$#_L{H4j}TO;gM*PKCmrdLvh_i<fB3>
zeT@#OrSj{z@+e|}JnSyiVRYKBm7voNBO(oKJ4#hA6y_&SgyhGxWJT_n{3I99pax0P
z=ih{e03?(<myn`PC=)mnov#Qz5@d=BHkrH`mIF@Yv`e`FNw*z!V@i+p=2{+)Y+&$d
zx;>QB72H>uTW@*aLbim<9u%F|EmihZ7zJBgLbxQDjEeh+FeZY6PJn`!5!7SlJ3=fv
zjW3ph>XJ*fQ6dwKT<o+}Wz;Ce+j9NAcLdNds(i%rW;10kmuf~kQK~FI0^8E&Sf<Nc
z^3^g<Q^^O~^*8RjqC!DduC0O&P7JA{U1mk?<FUJC5>6w8il<(PH)Xs$Tdrikx_Z+d
zI{@nAMoSOkZ9OJ<M|Q9v-g0HJuc}etg`Ie%3VXt`>{Fr}%9}XPf3g6w=DX&!rqPHW
z)$OgE`gJgPo|AbJ!f>9UMD!!922P0RwwJ=+;1mc$qhQG-^yvA7h75*ew8VhEGp~c0
zSmj?&)%f^yPwI%YXk-m{N#BDgdlB~ioouqcnjdkl426y-JLI2*qYf<E<vGm$|C&U}
z0m~q#s2)~A4tK(?zh8ryx|&dtbh_c#ct2(oT4q$D&l;^yV>Z9``*$#%l3RVeE!4-!
z1*vkJ1>ORmRhR)T7jtOf#mNm0tgSOInwAhU2S@F{{uS{3zjAm>$Vlsf)5g-?;GbXL
zzf7G2=m4MhnUQy^pnPoFTC30yC_fqSHANk&d>c*@^1ILCn&%|1br=#{!OkVE8^@n$
zA1gdN=s;00+*C7`{M&wd&Te|#eR@i8?_2{!)e}}||C2%ij-(`GuoFUZ)A9c|o!sbB
z3|2n7u6d?kLYd_IGqO=^*gST4Rs$MRWnx)l!bN6R+3Hb=cJ}ZS;(=D~xqG<p<&%+u
zzd0ogi{@C_G&Z&00e|xy1G*$w$-&ACqW28J1;mlJ1oSsJ<>82P70T}_BbH6yjTKk#
zy0|bF;*MPy<6~F&#R-fNL<LtBx{)fH9)IJdwe1XTrRv%H14*ZaN}UnW;rTp{{XBLg
zFpHJ~K#34K6rdX(er@HTfVEN7d_{#!9!Y%}+5M6C=+=VtE$ilO>qoA6G7h*-^TU1`
zYSE5C7!<c8e;rt|StN@>-xRk9+V86*MIqG9?iLUImmbHH9>=74SwQ&>_M`-vOHRV{
z4Bg%^#k0H5{E8Gm+I!%<&TzAF?^H1`9%?brtl<~%-uC;AvgwxFxj^Wf<nHcTxK&P7
z7_U||6QFzmdD=qFUHQ3X*yf;<Y30WsrLqq`&*cl23R$Xzs%fw$Btc4s!j9fEJhP`g
zt!9*s=I_5Q$lUu=zA1JPVq3egr0~O9yp-Et#4Yq;VzhCygF&(l$+eI>tQVjK`GihL
z_Io0-f`!V2?B>Vw6dzmYXd*8Z?WxYp0-#qOrf(v?Jp<?j#E={H(N9_&rbWQBeqD&)
z#SNwbUHiD8X943h<HxSF0@4DvF2#;j&b@sXLY+K)Y*&9{aRY|~1~*bZ+`Tib6_=Nr
z^+;0A|M~0XKNH{73|5?a)pX*oy<<J%+&Pe2-jZM4x7>2EZ~<Lmnx-SSx0+%Gwtq$s
zE=M1AMOTLoRO1JJ;y?Xt`SkP8)=$ec^hW{HauI1Vypq!NKnaas1z`FZ{yJqHtnTZ3
z#pDYhg-;&Zs2yS^EyDHyJ_)wlSuzoDWyJX)D7xJM$}Nz=oBvQPm%W<?{IHSIDq8Z|
zrlZu}oJLUv4#pzCfC4GG6=RX!a<HvHi9d&NT@WP>QK04&8`gygln}Yw4wM?39h}FZ
zS(OQPV;_kmgAixIegwYl!O0FcpNb#)?Qx*w_}?FlScqKS8=oNQnTuDfIE=(1j58o>
z|9oO$zpQoA+^6x=vTO{3F$~xJB__1H*k7<mik8x>rbA-2D8cE@8%N&w{M&CjUO8@?
z8qb)%l2(A<zw?qbq@Ne8JgKE{=4Ll+slOk1T^(u5Oczg~Ty+Uy$pU7Si50i%1*TN^
zmo3S^L4A7Gl+AHk-weR&Hr+`HOJ7({VA5Z)<V77~N02Ly^Hz6XIiU;6>i|-7)c8u@
zmFYnm5B<~cUwe*!sf?#l7Cz;@P(e9bNbt6+f7Y5YY4PygugKk!sk`eQJ9}$y=2?B;
z_hra6-dlPK5h7C6clT9dqohP9YFS7SdOZI?1&kDm#wa93DA3t-2$}f%%yJ=}5XR-q
zdYzcx0a?eBpWT_MP!4c@R6(}O&ym@*B$^e+N_7(k<RF9TmEggz;GeGx$wU?)8M?6V
zwA>IR1g?*)_I{;ujzn|8z{>J*h~4b(cl9`sDYux=&BS_#K&I&DRc5Z#Z7(8cD<(+A
zy4(mIV!a4wP_OZIN_OlG*cC{b5sI>v+Qnlb>)kK+pmRWW@;hRbiKP2}gyYiz2WtIe
zVPVgdg~YG4DGx#2A&Tb9SgGd@zc>QBgU3RNJ(>U8df1<QX|IQ=87C(_h(vy^dXWK}
zK7Bqc<#7mE-&24MCS@402_thjCo`BAl36wm^_6cBNI4Q{ZYeKI{LuYfsU-elCh|M=
zsc<VEs>>5@SM^@|^M?;05;59HOYMU%vPw;f{U{+Dj%KZ^H3P<Q#!&NX8X?NncINFf
zlWo8V`?FZ$EBDv4CNRL^$4I3nwQv39ncK_|_p!iwo5)-8XW70{X|C&g<PWL34~Vfd
zs?gJ0W>Oe4V?R9@XNPyM2EsxAsOl|9m{#Ee^k=qdUZaSPzFhsB`AR&}a3T=;=*EXZ
zNMvmCe<C}I)xcd|eu^z27CzO({4(f3!6&d7fFuh*J9iK`eu^SXd>w{}B5+~di@iR>
zhLD=R#`1-^r>g+#f$hGH*m$hse<E%w+c%21J}!Bj;FW4Sl!OAZ;m=u$IAqn4i9)P7
zPhl9a^8L@q-{XF2k&8oQ6pC@fEdS9I|7Hk98k*NlnZBB^0D!jpI?r_9)K2jzx?Oct
zd3tK;L8EG=_=6M%O{*P*EcnTie14Oa{2M`C=D6!{=wz~HU3F<)%+A?oi?f@`a5o=_
zdlXW(MzX!Oo}0|hBLD=baVz3Z8!QzSqSR!E+O@X;&wF72I_|I^9G(GI0EUc{HxXeu
zk8W6GioZ?^pCNff@mcBQ@4a|W3OmlI8FG6FQJMS*P^znSZ!b|MLO9_tln+o@w?!C;
z#*#bB=kEd=bV7v(N3N{^9(WUvxR)d41AEIZ4AjPDKn`sm(a}KJqk)V70)Amz?q@69
z4sjGDZ^mGi2HXW5+W5W=vDnYwzPHixHpqBL`nDry#{C2hHjL2L_w-tSO@ZrZb+SW@
z!izkU-#g5&e2=2t|0FQeAUqGh;_F=G>vDXVyw1qxv%XtY`|;=ANGYVSA#_q+LX`0#
zE^##pLO_zHaP}=Rw6~j=RJyRr?65;JSGx7I5q5=o%9^dOZYy_WGur%fL{M9IcOy-R
zI0)evrwJ9>7RU+Pio8Px4zS(nJsMA?!gWGx?eSqbrHZuNK<%S{WN_sx08~QJ^5iI_
z6Vjp6|JPx+-r6$sY^uTZYF?3b73uegJtxYZQS^mvFw(Z&<KIn#mUapD7DtYSyvTvx
zB_Sgn5bY>bJfgif{B*WW?)6m2x7D20oTEQK*N>X!BkSyfVXs?ggOp0c3j0*==)~*h
z=4M?uzh3`ya?+T&bzEb>;`l+dV`pgf;?rTx4IU>|jLx-l7!1q4w<GmuwsB^zt_%py
zuaO|)GFTEa*4|{SYv-@&q^}F$y952_?VonOG+J`e9!qLUUZH>bAxlu~-!~*2uSD+9
zrU#&F$=&NQ((paX{~6soO(9$`Ry@)HCaZf_PWOZCNQvx7=Jj2>!Q-E{z;OAbebQD0
zrx*x549q!#@KKPSDZ28J0u1!yrGyP&utbglbmPaUdq1z9*ZxiU!YNF|&bbjGUgXNe
z&Nv{32f&7LUjD2X7|KDQrc`nT_!9q4y$X|O+X^Jl??KLrdwl279dF&gwBYy(t2eZA
z5h8x9IPvy5JRI!edHUd3<&6EKba0oF@wT(-k>^b3(h0Bq01q2~FfxvTBJ|&7&w+u0
z+f^D7Pyz=*qb?LV$VeHWiDW$ecorI>Eg7Qr7l3p5F&sGy9HCxk!GJp;2(Q$)f{H+I
zCM|(Vh=9A~iUZQJcm8)~|D^7Zx1`n1^M;>h0bg1#EnR<QrfaC9UNp2hd@6CS`0QED
zjV^jHW%2fx@ZEO4j1-%qJKtbYv2!ag_o`;=&5*ZL03EvD@jVt&pu)Wx#%JD%WDdP~
zCzA_L4ips~f&?hIX2e)jf8)b!>tkNg-VC5%{cor35>gHM_JT3G<O|OHw>*Yoe_BUz
z;S4r*%(4}G;x%sYP>SB*3b5Q`^$YSTxdKhWkw`uj;SBL!?#Fv#KG)nc)rJtPM(|W`
z))ro|8<eIeXJLnbMNVx+gE^Q@^^!&(k{2p0C#_z*2!-2A77Zb{&LZ1>hN;eUXw4)q
zRGmt*f3KBmuZMIunEG2s&IBbkU|4Ulxr81GJ@A-!tX2Pv%8oC?A486+RsHB6*H^7H
z3ovY^c+Ljb30!5=y+gxMR5%b7!Wjp8<@E_07K3!=13M&7wd`zp1d6*RD%l><KAjI4
zrxBYzhW05AF1T^&RKSZrUX@{-&qQHh9??PlKo0Xo-N1y>oDNkFTqE+yqomwl<^hh^
zBu)ZIn<G7$naE8#BT=`^9;^POlK4=DeNB9QT52(_mqXPE{YulnEH3MbVE_@VDlB*J
zBq$zaRo&i65d3@N)QMDHU*{#cg$Fbv|I>4!8$#SUU4QwxUk(haJj08h=3!k>zT<_s
zzY<X+-J(uwZuGZ`@IOW*qK>K8-xO&DmLee}&KICZN{vQ1;Q=4%dfQ=iF6uuaQZzT~
zK`eUok))*_AbQVrYg{JT1y|yQ`mP&KHmEw`#X6poql@DV>Gi7srSf2B5-!Q#YQ)1T
zd5N&_vSEp9PnOvyX|-6aRD_K!DQDBM;{8y>j7FXPr*m&g&rM2tIL)NKlgB|va!w~E
zzP!~o<T{I&@3f^dgrC$W9YY2)cO)im-z?U?nFR}jZt@gUpz>>UlJSZGTxAb73sNqB
ze`05|%fp<czjI+N&#)>S__ft%f&zXM3vDMm<1wm{5nHAw2WU}(!gyNtuZ;VAPdP2v
zNCykcw0#wTGnD+u=`u|H$r#@t;`cYc2ag{XaSY)=mQE>t&0y6UTdasyNQhmtpMu7s
zJ{fmX$}6v**2C3#HAv<--r@CFB=9f8GmAz>o7=a6#qwtHH|A$1&9%+6PXuh;f{6K^
zw&7e*{_!W<WvLRP#iHi-)5|i0k!5_0;b~mZzH<M&!jw+X5WY5B;Z`?6;%{UBZsVZu
z#$Hps(5Sm-B^yGtsynyTW@P}o#&CkJ6-QokaOfsMpb5hTy$9@Cj4KznOAe-3k?<C@
z@{O=sMqVk()ej^Fp5Ovn(w|TQJr_veG#?m!p7i-re~I4P{Xn4_FzIdrR|Z%v7!i1|
zNp%#`1zC6`-Tvz1AO!vwo&x!iHxo4t6uJejIQy+p9AdIQBy8V3`>d9KVJmzWt28Yq
zm<W05>;BZYthm1XwxqDiRB>pj{ruB==b>+plivE6_seoQvNMTa)7%n#GQ(|58in9}
z^WUrFEAnOeH&q`nQHa`?GFc7bK$SxS&PBc=`3?U{j!KSj9u|_BliC~oSig(FXQ#`U
z*MCUOE;}niB2JDc*GAceIRzX(_J6RwX6Wk<rf^;;*dfdwLRKqyX+OISOaMh4b%R%e
zl^F6a<q6hBen%gUw^j74>PJqh|GEobK8TUkaWxd3lCRZ#qb_5X)0HS>XnsU`NF}_q
z_$C67HkI#(-f7Rj!R=n(U!s2GL86jhBF|D5pX5Fyu?ADt0g%1%kCA+Ma^8026=2;c
zG6n43SO2s>@_!8?vK^2v3H>N9)B3(f2H&0o-Pt^|R5L>p%Q>T2>527s+gmofFsTQ!
zC^xt56W&CK7mMSD=<pAlEKqjy14Mv7>g?yAlb-2;<M9=k0(0D#_Xgcpcd7m+_|K`y
zT47$#WXNQ(m~T7X`ds2N*ee**J4n;3aonr%vQP76#~qEAB^ob361oFb<gpOJUlACW
z*f*0I@0^7Yzbqdo+vNY7SzO1ED`810B>w&0uwLI>l1}<rXeZ>k_Asp;3Ye2^EaT3i
zPXiv#eV8#^DCLLD6k+tB&qI+XEpIpd?^WCr#*@qz&WW=ALz)479vGQlt1N{;>8r*C
zCVIZIM0P>zT%WM?;i5B-`2^p6)Q=zuFy)9CVgX`pvPXSCu^zEX?SK`Z*e$dM19}2*
zZe@P~3?Qo;dTimWwsOtRV|;G^GJEf#iN$A;2dR1G!ct~N-eoN$;x>#MB8-kBp`XcD
z8~e4`9_!xJkb9)=#z)T=m6{Ycku+4RUsZPUWjF4SJq8ISa3KQf;7-?oQ%h)4vuUy#
zFZ{>^8e+=;RTGGPW6TUI6_BzvcwJq$Yv?|`)pS&I$^?68{LbSu%{N3X57D!<X6YIh
zvcC>`i!X==%5VQRgD*zI1|e_pK$7Ol>dhq^(X+Dhw66I=Rd=N?k*>IKJ<#HpnlRIc
ztnY6grdCWci5jyE8#8OAZa~sj{b=sXm>tDl6@$)J54Z+I>pW&*w`#txX;sbsCv2R-
zr?5`T%Ni8`I#TF5xu-54#qe-65ZJ$frivrlTUf}Tgy@U|A*4tO{FtavHLDzh#BIPF
zU>~VA$C|5un>~_O+eudfX6LX4rol5fx73PS%IVmKY8B>3PPA2qKZq7{&P;iUg5b%Y
zKwBnx-+j1qM1cZcMtY^y4tEqk<Q(Lp;kj*hYTt_tS3TpW-!CKX^h(Gcr!zlyu$<0*
z4~)tBLF(|@FBf<vzaNnmP^y>){vCwlt?Lu_%SVGX<Ud2y?kZ`C5=eMl(zipAcVcj1
zLx@cVyN^7t_EuGz%R^wEBj*3%$rbIPG<IW9%TJ?1_p{4iR;ke8HR?B4oig>?TON;B
ze-HWKIjIzw;A$LgH-*YaTs9)B%Wh7aQO<}9QU5dtA3Tg>>iKb{>2RCv@qea;%n}u*
zU8QE1mGLsA!2y%PyaJqI6S?M;fMKwuIwqWo|MrPrS<};v$JfC>;2Oe6+-*3lH+R(P
zo~ZkMW!|qH2@F*X<PA1fS1!8nUH7%4Zn<I-r_w+b<3)No9ROQe!P4Yixw}!>V%HED
z=&B5_l|%hza={h0Up_6jdVc0$q}@z)Yq#!|lt{~7M^0F~$Mly#&WQPCn8cB)#Gl}k
zvp@OS6Mv>ITt{X~9p6ce=IgHv#Uo;!tIOo#+t2FeZ8Dhyiq_b<FOc6;q(y%H!YTL0
zuZDdx3}wCrel7zvrd?P_&`vU3i!9-LqvS9$L;!n?O^scY<e3Q3{IFyom55n(m7gHM
zu@Y9w+#jx6Yff5LFWo#Wk9oU&9b7^rL5v<js@%=T+I-F>S77-r6U_Ec%-l93&PDI-
zVT1onV9CQw&_s_PR;_`bce)XaUYoY-_%NdwZbzW$ELQ4YYOIUv=o$bK(Q<&&z7Y<i
zpb))-UDnb0LkU(+t(DZ6fvGUqiBWXD>y$xKa+}17K>s5R;bW>dikdC$373B6l=Aks
z!2UM$+?zJh)Xt{83LOQ9t|U?_Y2+p$$;f!YKUvDzH0y?*W`_a~@w#>P5M|c%KR43x
z2I*Zj=>=Ys$+45wf^{*jb)U2AwrA-=KB6hi#Mpm`LPMPW_mC9J<u!Y`r5w<x5lbr@
zWpRq-S=RIOd##9XCuC%YUU3^!Z`&3M#!$ZRuij@-VWQ3m&z@hQ@B4!kWuWUzx(<Lx
z(ergD%J=Ml-U*B~IY1Z;16b$_3~LyV;6P9Bz%^&k-=AY=5v`|Q0fPPVBo|ofFTQmp
zzGo%%398%#z4IZn<8S(>{npe{qKvqu3Lri$BM}aJZWild8Y7=hgTyZty#4+S7C!W!
z;-%faAR{dc27`^_R5pHpMXj4m3V1t26yk&?pb2N?jvsb>{%^ZnS$1u3H?p*(WU(5Q
zqLs4X^cYwY>Od5^;4r!D?YUS;#}F`k!Y7tQ3IXpRN3LUj>>*k9v_T3Lfz%Mrr+j@<
zm>pL#uI;fV^CBKX9~SQO6AeD$W2-1!mUI2t`9<wlf3>ictrP9vkP8qG9<KI4oqf>c
zLZMBS;S0Cx1Pw8mNn;75_(*IwBpH%L$FjW<9-B{g9V{DM9-W_($7QK7bO~gNu00Oj
zd|u1fqxX+?|Br!*#DU}!R#yDvbr|c-igC_;!yL0`9KX}DQnGB!^rp>!?YeJedP79$
z;y5{TrSC}vI64yWf0m0ciUni8n`ER%30qrbwKqNTeTrIVP)BOL$;)Pyl9BL!T|`{f
zTR23W>+4P}y*p!Cg>5_Tl$Lzf>>H$2(>zwye5n@e)f-dO7h4m8ehbur_;X?*nnsj@
z4^=QbF<d!8)t~U*nrqW_+g=<1Fw`b=<Lcgp%8h}*v6o)?r)PS9=a#Oi;5!qKm#GsW
zDSUsiZl4b>7`b4MEtL)daw|_I_JYLsg5>5fK(g)*1;E8iK>JC}AHV!le)B08P`+&6
zU;qHc;=S8S2L3hPU?F)*gjiq_CZVwc|K13rYwf0-gd0^LLsZ8QP{o4n`#I_n8+M<#
zc=f#GVCU1kXzyHJ!mD=5LHnvJfAs7P-S6bS<GB@=JMIrnvIIw_GIA?Kr1Z_ai^^=7
zq9O`%E<($;{=`M^){ez7+Hz7oxkgvSPH{_1`=*8_n~pBWusS&pqw=Mxaj)O2b>-)i
zhR-Lxt<UJVq0{&Oc^RQ0qZ&wdV;pAtXUaq16Cic0;#!`JUp5A$W9_zoge-tex`ZJO
zhjnoJ$p9bViVvs8y5px6k%AmPEbrZGjo&>JL5vx`Dr$3RtaEPrY}>?*Zjtq<dNiAx
z7cwCF6H>j((){=+7T3^vZ%ih4*e_eI*WM?FIUMGfg;xY52QB%iWO}-n*3b#kV35>C
z1UCUbeJI$AfZ`OYA`*$A_0x%HPcdq6JY+)U$H~1Q4TXN4UpFO)&?hIyqR0P@6GCkv
z`9xc>JD^UsFVgNCWNT&NceG<>V9^T6HWVqu&~3y=Jo(+jiA2D98e)!RfI1jgKf{x=
z@$=W{<ZwqkRHa$5ISS?q4L-FgN%H7@hyvr4Sly{TKvK01oQC%+lmyB%+}u3%Z~bXl
zcCigE2g@u*&3we?TSY4(6~!4L=s(wvy+e*5H;p{shOw@*lzd$@7)I>}T^*GSA;6vN
z+zl(+rJ|l|swd@nw7i@nA08-5mm&isgu{u;5FWvS#F#nkO1U|>jb*a@8Q=HpqWy^{
zz@?yeM@oZ#EPG1Nc-@K#$6QD>%!s6uF$@fC*-)RUsX%=-xqc=gHM@Arl(&5%4{weS
z`?C-P-Z@UP{CZ?_wI;X+YVs=|`1aqw8MTsi8vEntDqAg_d7*zhr;7{M`(ct0&hEQs
zBwzCsxz-T*AsEnKdzSD$l0yd>4`;<KA0F0<&FM9_=+*HYjtu@FOfBfKGfs;MpK0?u
zmA5P2wY|w~b9dd2<JgA6!dRa6;mK=iJQ5t3?xQbrm|E{Mu50?b>(R|<=(7*SozGKn
z*BjFUb@+Mv6h;0V<np~yQAmhm19~GaJ4c?@S2ny>vbrUU4!?x>>1|7MH_s>1IIW=F
z_EomvA%7-dT{wZ!$3Kgyv*2{r-HysrkuWgXd-@OeRlqIL4*z<ca_$p@8K5l<xi@@0
zmxuXYn52GGgTt>!3de&ex-x~8Hx!uZ?$w#b3ErqTikWr&7XJE$Q_b7ocXsy~&Ke?G
zgYa#noY1I$*ROD8UbxURuk;gt*UJKWXcQeFIhvJDmMIyBB28buF+0*RrO~mVK~yv5
z)u&rmr`dcpvd*|36;Rg%det8~b}}@70^H6XnOjSlTgzB1G|bF5%^+U*pqR_yP`L%w
z=Jq$Qh|sye2HpoFWAAJV<k~|UFHwNTPRZq6ITobF15}GT+eEv3gQ?3n13n2}7>Z|=
z+@TrQGe%351%cy`4}s|N=y7Y!UzrC({-o6q8a(!P1dQE1PsSWkBaR~-09lM%hy|>;
zs&#8R&3QTP891HtsQpq3SR=QP`ZuyXS^7b#L42(d#xJ|g1Ajd6Ga78?T?fP=se8A2
zVBv9vikDnm?q*t6fGsja@p?+HGSGn{1_!PX^PI`}g0xw{7kK*T%sd=cXXN?isipV5
z4Zf)AwU_B`I)jTv6MToZsa2ve3miQMQHlhv1QsB^oW263U_`?u<sE2{!6BEDKg3v<
zK)0M?kR4T)KhR%#fQt@-Z<+4srl@}heGd%l@8qII8(MIkY(U38iZ8RbCe?cnD;x&H
zK9(-T0p}Z}F|GZzf&HrAOKEMt0N&&VKyfzh>vMF{qL2Q1!|Yh0P{@vFb8&sOUGD^@
zPN2QsH;W@_)=p;UUV>5ZM}n>ZprPk-9bc^<5>7(j#mL$vQTniROI_=C9h$gbJG9zT
z-7>g7xIVxB?#21y^5|+(^z?X*<_5E|h%iS}(@WgU;L=X1ZRwPWNkyfQm4$T!75H1%
z?poug*l_eCaS1<{-vRccUPH59-^TqvesFIreD=QaRY}Fm>dy|f570%tzD19miueL*
z9|2-@^s-w7+7x(R>Y&C<UooWE7$&U(%TWgo)3(0DM;LwS3RDi9t2J}R`563jaNh~&
zgrX7$FdO6ZEaUST>hdS;?<kK$TS>DO0yOFB`6=IXL-#XM=t4-KU0{SB)V^$E&H4QM
zSVabp6##kZgcMqN01u5a%$<LRK~3NoCbM#dsw4JEC3+))j!xi9lC%d#u)IkKda+qg
zxd@{|XTflGlYi&D7p78Lt4eiMn-=JN+Sr}Z>+V4lvw`g&4vhhJ)nt~YcG|}FppH=n
zdnKPVodA80e{6(Q%>{|LL!47_e9;Gz<58e^7O{pz--kmVhkY6ddq$#Cbd8iU=^8Mg
z)KxE?jqh+nr7}|*Gs8ps$!J1>jwb)ue182%2IvFI-X$6{;`^o(inQR5f-(j+1by;t
zgcx-cF!_HNnPdgwFvF1+R`I^CgVE0SHWAPt7|uWyYH%<N7{WkA`dk*cf%%Sq9lrdY
z$W;7w+s*6ZQ_0W&=x<}TV=`O-raJnwtZ(gu5A9KR+SMyG<vNmWc4v~PfYq#LFCk%m
z$@6*5biwUXC5pal9HfJ!(V@HonWEqez~>Wz?#N+D+$I|eN9!$N&btx8z>_8I(U4xf
zPhbyKA8y{&H1mYzvtH!SAmztYIE9RB-E<*|e?@t<oGtGITU<R&OB#qblFhB~MQD%n
zXPlBPfmChxbLQ<O?qlPeZ)5%+&$bS1>&Q=bvsg<99GExCm4}#15|64!{#yQ=2DXbj
z3cv~|cJ($>?FmP!^#EYEakx-_e-k?#^A_Fl_oi0RDAJcUMdhxZ^8{dpLOL75C(U!X
zzH85XwLzS>q5M<W$=)3Ken*GwxZO<QxO1A*rs9OXKwlZ{f6Yp%MsAE(qz*qVlniuT
z@-W=hxB%6^w@^1smwY_;=~p;Cr%CpgwVhinXXTc=s%r14F2}6$`+~PeIi{c?^mt>b
zfkhFqvd`xM)I(ogMndRju`}eXIRe(H40Y*O;;m2i=4)AQPlZ}mDJ;Cs$_=*}Cb%e6
zbXL(w)M~<WW1q0J;loNk7z{J(ipr*pt31;XEpoLyU#b2sX_@e{_*Sjmqnv%=%(~H6
z&zmNgcQNu@>Pq>82eUwwu2zPxh^pla;>_m_>Upi_0Z)(qreqaqrIGWuahJZ18I=2v
zJ$3wXZ~8?ROWQjHxZt;Ban3^m4f$kSTf`Q^IhB-7D>dB(j0)g5fyLq5FIc<vqWxM8
zFYMyC?&?9C8hMBAJtcJFsi(hAB`rpse7X>8vTY<5pFRyti&d1lxc?l}hd{R8pa!oQ
zO(_NjuuCN>zo&iuE>Zv|*iQezp0~~0-M8s51GdR48H!FU*likOF~pPFY|%jcjh=A>
zlA{<Ul?Mw+NC)WRKZ@((Q{+Sv20-Rl23UC^zm<&O>fCV-^I2V_WJ~>wmQsq|ZBPTg
zZ|UIK!3dmyT|jx_D16uLI>YRR)g1nvHL5aW0c0i?*%S7k{Sogb#Po?%`7^J{6Mu`#
zP`NNYD4ZhctNjmEimqg@Z^^!YlF>h(`1L-~x(yeZ6@b%H!J+kTzkJ=kp6{MQ_ULup
z;&u1pkqWXPVX)J8K_E63gH#p-E1yq|1tU)aG2rmOYWZ->Rz&k_^b7wE)aieQJc@rW
zWz<#kUBb^LKXme)0VpXTHjAP<>RciWED^@W$j`!Vd;z5elHfY0PvdKjU7h+&ocC;`
zXWIZe2SC0}*WDA&$0G+Yl69(8Q)j&<370GhO&^A{`i4J)5(fXC(P;T841hETgf$1W
z)dNVeVZ}J<D1<3ZrTPVcuGblo5_HUEysw8>P`9}Lge77^itDMl`a5W{Y6N*0;LmD^
z#wp3<sRL~+fDV>5Ydp}C=Jlo6();>Gf5rvogzw&MjeLAJP<Hlh<;K3^gE!bPD`*+n
z5yW$W+7@^vhXI{kVhV8Jh1vb!@PTzCg^H=K^J2D+<PXTp=k~1G18*urH)+HNzz1y7
zLgV!f*4v`?+@i%<_$1+Cfzq~ZGSL+nBQ8Ytv`jzfgFm<8GHkV<gPxf5(3&g}NJs4!
zr2R8bDpbn|J2QrOl3Z61x97WrXkBzVxRH}{{v`QW9ZtCjs&hKCxs?_yMxE%cbwtaM
zOukC~4%CTfVE|ESXC<@(T@WgZu$)lFczhV^_xC+2@41K_`eCaq_APTstSrqQy7n%w
zUs}I-t`ekTpzAfFJ~E0QT^;)rA%0w%Vf+Rah{K)o+<nd=^WyL3;cQ>Rg8b`~$t5L8
zNckUAtERSU?BVjCwF`hGc_W|b=?K)vlehM@%&EPWf%w!5*Gmpd{?eLCS305v3Wj4}
zM#fgF#Z;@tR`<qKBgp_|%WKV_HtpiO%Ta8#!RLQ_6MaSikdnG}RSuX3lWl4jZfyZr
zsU_3%!WZZN1;g&J;;{}fSjcz~7%}t_+nwDQBI$MI;W##bGj0)RHU?f{Cv902<P-&<
zCD4O&!KxRz@0lr7fTShs)=3ELPhLVZ;+8L3p449uNqjFVMg)3RKjHujIWQDWfDT53
zUiKr%g3fsmC7xW2soTnfO2+!69&p76Z9Z?Co%5?{-FMME?dctS<MLg{m<c8*Ds5<9
zWtmg2_f|Y5<6&mXz4T0poOg89koi^eZ?-G8XpJMJ3(ap^mu<Kn6s!oRyqA@!5Dve;
z_{N|ybKF0(hSDq;$!8{}M^;d_sOQgxg(Q-ZAKL_P0)4U%ixbIKv^cO3rVTMl)wPI{
z!C1ltW)_%sfE5LhoB^#t!RBv}?(Cd3@I)&;6kr0J^Rjb>uL|C;ItLxPxQ{6sb!w^1
zE1L~_K7M7Rpz5UK;-&gTdyw$+s+sm|cW5Rvk!(P8+1^*BnSnjwQR$D{=DTl0QeVHk
zjsxw&p&@`t3Rrm7U_cSx*I|5^9MC>F-D<FPOYZ?qw}gb@O~-t_SL-`OU%mf;C_CTv
zFC{b-uS5uc8s69cv?A+*05_NUE;jnsM<uOd<LC|{*2^@~%Sp-S>W)t=@ZAe#5j!{M
zBQ5_j6QLzGPoP4uevLb24$1M4*oKN!TLv$WAt=UKTe%oGvzS@%;?3TvO#{dv4<zy;
zVyg^8C;!#89hL5-oy%GwjFHUb*7QFrNGIlRXT^@#;X6hslT}{k{T$uPqX>N_^j1F5
zAqsr!tSnm$CFZJj@N7WN^YL?s_**VZa#odFKTbQ*&hyH^WE0MN@K>0ifZBgIO8b6p
zcvCjh>nw=($3n%bc~p_y&i0fy{N^^M^MrqAW_L|9F+g&rkL`7nUS-$$Il+ai!8J+u
zXIaLHT>4o`Rf1--)zQt%>tEF%&$8bMNNC!ZbShh6`P_y(7hpk!`Y(qxj~}p`sh?cr
zd||V=5S<Jq4RytGoqw*DOlf919tRWUkEW8t4oz17)c$9C!ApLK8uZ{k9N}VFq53r}
zy=#0Br4<`wFlgpuj7!Blj_c?^ur7iwCH#PR`P%DaNT-B&%lt!eo2rInE;>djBJv5<
zrbTG`t#PdXB1#PTU7sI3y&+gJKgwpO;>yQz?5-qDr}U<9401P#$CMOYXFa*ZEPkH3
zv!g`jzu4h(!YL{?`nXMvpb!Fkn@>X?j*Vs-MI(8@;YtAaPCEoRI|JdZSE|&($lU}6
z(vaV3)wb-bWdk|FX(_ki;hSV!C2!vduGAYH9X`aLy+*0sXs?Oa++FoO#RgpBTCZ+W
zNAYWJ$1z<8_PWtjWmW*=8PuN~L~$GV(<PyfDtIGwn*~YMWsdq~{^EzZf48~Mthv{e
z@!t+(V!tu*8=%S{;aMahexKmbx8TC#*v*Q{0@9F8V7C1_ZY|vaW&BmkxWx~?yZ%A!
zo=N4P3iJz@DV*dN_-_6+^J6?&C?sY*tdON2lgD?l2>&FqYqenanYPvge9^H8QUfIg
zIRlrjStl@}mK$$tvV@tM?47FXH93pSNVwccn7MoHA8B1lYQ3c@^$+ma6KH!DlEdOW
zB@8F%c^e5d2(8&by$}pFBVvb`S|cu>$LeO#Cyp1Z{9Mm0A3YM<g)N?+9tOO|&FQHr
z<LyA#(NTAoAupa<YEf?pP!K|D6pmuc`1s{Cv=SJuDIW$D`bD6l*8Bire-S3e3S4qn
zg(6dD`AE6m_&q%Y4Lg#rxEnv9B*_o68${&8NsJP~JI3^Z<Cz#KI-Pm!q?o!bDF+*h
zgvLGv2iolM<bT)uX0y;;01qE4JAXA-_|<!fh3ECr&9))^;PeI&tlHVoD;+|_PH%&E
z+{35j<jM*qj3hpQs&WXqrVNK-s-z4Fq-Zz5Q(QhIH=BL|s&?8NPO7Y;2K)xdcXoZJ
zNGKW#c+aDB6ynx<SOKj3eVjtfM$w*aORZHEuc@2NfA;5h_qDXO2L*@9KbAZ1yKJ+)
zf{f7X!ZOWeoBeP<->*!)$!qgj9?DH|+Rv5tI#~S_a93wu4z+tW##4W-a$dHU4om^G
z+SAaj!tNxYZ3jdzo31s^nlza+TikNIRr&$Al6|Me#D<{zCxJFtqL@*#xIq?BY!CQF
zXx3miHFTX*Y@mmrK?L%MmIlE$APN{-^ih65d1iPZ;9U^L2UkO`NDwW#us|6|CHcYn
ziK-bu+XB=E5Iq!J1pnjAi0YWK&edlJHm_gK=cP#^>H#5{qHsiyDI^9EM#aWxv49SU
zds%&+{i*H1@e=*^7VdfvEV2Vd+C{3&nI1_5;#xc!N3<#cr4QDYcZibtb^c5Fz^PE~
zAhO9C;w^h#2gI8Ff!>1;HA}B8guz0VA1faj7`!g1#;KbvxjZI3(Vq`g81}ZFRDRX#
ztU9A-{t`Xd*;Yhu%Na;X!99>o2796ewTGtx%QJ`S&5x>D4j;k-!{d++qKq4(LaZ?q
zz|c_(Y53pCsrbXr;K&og`+JrIfP*s%#*dzk&R*#85Ijpiu%+14PFVx}KQRXM#eF-m
zkSS(i6PBSHhnO$PyPXAP^Z1jqvee#Ma-+uqnrC~1vtN1sQwzM$+a49K<1JM`yZ7ZS
zo-D<J4<81|#bgbchmZoMMGW5<HxKjyKh<h`l@fvWf)xFS<UQ8|_S*a<lE@mf(Ou&z
zzG>TR5TR4y*k;pKEb;-gt5X-J6`lL3;>lrVr&~YDD2PD{ryDv=1f6F0Uw|6_qp@}(
zZ(zK?I$B2`PXHd26c*!cFBv|pwl6Bb%k1bbkjxtR-7$LF9UMMXBp*mns5yywKcXI|
z^JkT`8}tiHh}Ch7MT4iu2RV({68}Eud;VwB6n??u4-HPFcHKgBtdKW-ph|rf+rrS3
z3ZvUG#4(>kBDeVYiM9+jDN}-rcTStt6<IvhKVLT`EwS!D>3ejgAE)E6dX-H;#Y4!;
zoGDq@?>fa&s6;V)b_!t4+z%n7H<Oo2J8rWnGhs~2HN?TD?U5<?+4f(6Mp!TYN#=H&
z5{2%h1u^6iRNw=2Tae>r*^)K)XR{j8Y%;OUt^0d8HL2Ts7>8TFAJ0c_?vbq<1|jb^
zGIN{Re&89=(=@#Z(j%XWikU(8@g5jID~Ll}h_1rO?8AT4)s{SxPLvD($)im>h3~$X
za`{k5|K|M9x|rCHyx$zbV(vH#r3V_<{01~T*H_7}jHzST3T)e!bgV4ty6sE}xbysi
zrO&gee;d^IZF-9FUnRUnvc6io)z5U<m7BNySR$Lo{v2K94%C$X`cMNhGV1qw#(=)%
zO0vwR=4iq<tE8ume@!bJ)_A22)cbuxzn=R0IxI?_OZ?6wQf(f{tL%4m(#`kSCNJs4
zH(ls}?1P$f(6U<OhRd|j6XsWmPPqjCfQt;mouZ^eNEz%wtH`p*gP=U~`&Eo_rJW7l
zC0?hCU!Eom>wS;GNQPJ_F2R83r?CO+>0brH?J7{@y~yD&9`m>P{!<($rMt$MreAR1
z67m%`w*F5{`o@>d`jj#y4dz|X`pm<PI)fVu2=|N;&I(aX$j01~4k$xGIETJGa1Xo9
zAES=+OwgLo>~227Z7RmS?MwgfEF5Pp@;+&HtZUD0gP|EW*NW#9Aic+}iPYjDOOkN<
z4@{wfG!;)T&lH?2Gol5Q`5s2riw{B(P6}jQPhO5adDUZ1_)@&wRD4uYd=nZKFgXL7
zY*KSpR{#<tg<DekA$}`v0XuHQZ;zp1lZ}juib|_sm^WJUzFy#gvRNdI`eSed*}#*-
zn(^}AqI^&;3vbc&?;WXZ-}v_OTMA~#A5H}7^<(~F(=UhTPs>}6Z`s?(NPh~7__u}0
zuPS|)Aw#r$dB}BP>+YwrTii;BXx-0jUH{U${hmA(cpmD#))Z)@#)cUNDhafSFj?`u
zGAdYx_#5JvQWIZTGNVZdcGl|emQwCqg#CvPu|uH|?Ni+cTkF2Qp3!;+@$3LquySb`
zSjH@=Sqz36X&$L@I{jEG64KF%Wq5!m2VICR7XsdO?6rc&6<A11zk;<p0PX02{4XX9
zsKDJOgNR_Bh~`JXpQ|5#r_a-LF){l@5w1&o`ttzi{Wxg{xCMk!|MLp>-@CIST~i&m
zdv}jgh(mnNR-8Zz2R#r5koXUQv&Zd3Gzk^eG<C^o=UbprJ2;2#D!q-{Qh|<m8@bI_
zB#M{6(?V*qv}7w5ro;nuHbd7t{Yf9ALjJ`qMXbGF*gv@2s~im!U;mUCuFkFD#imn?
zHIXlZFs`~?2@_$UqobDsE&^FH*#V$Ao*JGSjFa)O5Jzj^>cr^{r-OG=Xd=)G?=*st
z4cK4W5{KxJlD$~o|58~0hO^1Xj}jWS^PLvh34ZRbUJU3DBG`8h{+}gsV(h`f6G;Ob
zDKo44#@1q%0QrxGNU{vMaeLaJSW5h9<8dnbBfqqzNgz;$UY_POTME!Tl2=(yX^5V#
z`Fm%!v$<Smc)J$BjDs8o2H=TY?!Lhy&=&P}4^5c`Pz3$z#VF3Gf8+Bfp%^3u*|;4E
z*`ebMIbao?;T4C&tX<<m{>K>+o4k6>NVfzMqd^2p&zCO2{y9N{BxCX2x``L|NnMa`
z62NRvhwtwHmj!E-j)~+KGbO~@ge1L%g$J^AAV}m7*ZdAX@W^>^T~GqVUvpSv_JI%Z
z0D7$jD5X9X70cc}TZb{r-Ng}tJr}VN{$3YS<BiiR(`?;rpAz@T9>8QlkQ0V5dR>Oa
z|D)+F!=h@#Eet~qIYXz;fJnErz|fMC3QBiNiJ-*LjnW863P`7Pr*uk7N=SDP%-P?$
z&iTzBt_^!X@B6HKtp!!K#gJw0uE&stg96?{zmh)j5PV`K@yvtixf6$oQIPZo2vlVl
z`GzkXTb?w|pY1g>{N-#?2JrH+VUiX+0QY-91^e$Q`~zBVxJA4-HmJE@+0YGX{7zvg
z;S|@^Y0!PeXOQ_^D@{`S+qB8oiG=ip<W$|PruOyK!`#;A?qu~pp7uP7j+!U`yRi0N
z`ZS6r3Wq}55mc%=zVSDA7~$Xd1%d`dZ>S#>h=h)%pn3ZrI|S#?OJmEnO_Cq(TBJou
zlY&Rh{xbB-0(!4&C;=$IlOGN(Ua|N`jnna-M&Aqb^~bS6M%iWXQA7GgMgKJ(x0MZ%
z&Y*Adz;@s(X6ES782m^i29SUyKac%c?kr6Dx*QUl`WtT)QF%jZgk$tYk0unDJM;!1
z1C*StliFp~!bHPPofs&Gk-VSbjfl+Uqp`ovG@u;%dUEBTLX*bhVhy3l)f+ZGqe0bm
zn;HFDQ&lIoScPYs{KN5rggTbBI?Ih~HZrZfL5kH|MCc?9(ci>q>O!vS)Cw<vvB!)Y
zJ)RDG^M7Lvz%~9GYZp}T5kI2~m~CnBr(#VLWi>Mk&X=%3Gr}K^>aVs<rx~HdlB?D6
z12p(o*>B>lcs_As%a-H3S1~homfuv9+wG&Yo>c0R%yQw8UzCpl%g;qEwneR}{DqVh
z*0S1h@vm6WN|}}QJH8=X#Mond;~63H-EodjX{yT&JWaz(x-}mk9#3bg&7@A>EF&6h
zYKynB;&=iv6WZrHd@rDq_{1s=xAX&>0Jt;MWuxcoqTnC8xOU<`lY#oLN3^(S%GeKL
z3`iQqn3j}wAa-iXd?nGXfO{P1Ob+gSBKs&;dTf5S@>Mr}u;<>yGd<&r=W#~@;tT?9
zbfS2|`1vwV)omkoE;*l#ho6}Qk0ClTK0Ebg#f@sQ6RZ%wZI4{ES<Zw*L*EK_Koqgp
zkA@J~mmTk41)x~|T$Va_m@QMN*sQfXbm%OB|GS*Y`|M)FBpCO^A`8PM7?{|jf%Ze+
zL^2RTA~GEFA%ME>L{@^;@e2q$FohHhpaPeQ%6Bq2OoM3*R;n@8HZGsJMpL7zPXC$n
z6eLEKt=7rVv}UT>u7B{a#EA2sJ1`@I;wkp#xw3zpj29p#g9-;q1F_UXzMW~KP_Qah
zlD{a=W=0~xXg0PykZHH`RCWGU5h^Vh+{3MU@kn(<QuP2!^*}CAS^}3594Ou5^0US5
zXPfKKR*#>)>$d3M6DN(|{}R5~)(e)t#?7Z`YJaj$B+c$WAy0WsaNecy(q4dY%?%yR
zQUiS%^1+lo_@n6@mUT1ydEQ31=jBV_o8xqJ9ZA#qnC)i#q4E2{v*$F^J{YGtn;B&{
zWn~dvfM2;qz66PBUE=+&#Mi#U&l0d2H4AI{nI3l&7l8q{5KJ`$=#jxm>1jDLCkaP<
zOYVh{;1><a4(7%Rytod-e^_Nhnuf1zZ(d!VHaA}zbrb?`H7-w1@*>FqFNY`;86Hy1
zwQhLxO;ThqZA3XW8o7G);>0_*!AQ$cmVz4SxYW82>p;or*Dv>tJ+*q{{FN*H%A|62
zNACHxU#`K6X(h8#nX3uB!T#LxOe9q6xRW4Gs#m@lN3DZ`hHK-;D?dJY!Ho;cKQ$=I
z7;*lFz(_v-sa0m~T<II&I|bhgq@YPeW*cHN_s1&Z_C5P2hR1zoI`{e-sEHPiL&A@P
z{PjtOZ4~G!ih6orG-#;84IcaFnjS24hXFbE9?3wat@~j_#PdoU=a<%sZ$8@T80Z{H
zAI+Wj|5=-t`=R&JQ2f(YU(uQ8n6Z!7!|7kblq|!B^9@wUFB`-suiNwc1lGexh!5Ly
zX43F?uuv|VsIMT4ce|+H|5EvXBSm))#5NA~aZkePLdE_|`Qz7mRk{YN=0hvE3M>1?
zNgAa+Ge~aMjKgExf3*Qq`7D%};aD!Z^!7r_oA?y6bdk~&hrDj6-wCY`v2JU4{>K%W
zN7w^<9CKy5MF?DIPuJ$7uf(dTYk*h{Og}GTJKin4I3Ilm+&hYBEvQ`9Xb>hLrW^GB
z2x!8_&V|Ilq0R-LiUufxw=eP>$saQ_^)1<2NLKuc^%)0Z>j~V5;SYQ}H*S+>(|{dp
z`N-xD$W&p?rb`Y*8s#2$gF7I|a`@$O#dH-ickMC@L!kpA%>q>1%m*C(pnS-=8!_D`
zbY3KfBL69#gwZ>B=%qXG2<!Ul8u(QgZ?G}9v#}fU44SYFr;m)K4vvIcQeiwJ%3}`N
zk~<2(I>fq*(1Na;9?1xrGD-x895aD1Y5C)2c+Ew*KMFqis3rqH<tOd)AuW{N;335}
zPl5wPW8`OmXsqB6(=r0F^SzWKAWB7wu7GcNIe3Ni0wi!O|6MoKZoPFlsI6PrJMa*B
zPH+1V<!%2Eb@}T)13(*rP|FZNH<L3714xi$0BQ96`|A<lf3_bL(#w3u_S{&{C$GS^
zwh0>lLoH=9I>nNh(%S26s@YBZtpLdk%Mtftdx`1Q=hBQ5_LHhRi|?L|-|$JizfIF|
z%bXHUL=HuFAi$svYH4+NFbtd2lJPf+y2TP}6%eoI!Dx(F3OF=Y8aOKn2GGgCfr+?J
z#t+aU@{gci())l<2S@~UYzf*yXr?Gh<n0ng{F)MgEI2*2FA(j93WE;ccvGw#gahFF
z0raJZ(E}MHI(x^J$Y!(>&%I@YiV6*P)9L}h&;Jm8j5_>+H%!MyFt~dYBpo^atsOo8
z0!&yOuK(9k<q?geQ-wD^@b%B3WWT7=A|vYB@&9w4L`M4d2S<Qu8i^lRP0F@C-@<FD
z;n58q`pepC0N(}kAu}JkBROf<oHLI5MZfB+wL{t^BW6^0A6FN)6sLgZ${>>T_qmvh
z@*pV`c@k3gRaP^EVV;{PtfN_fXK>&v_RO?h|En^($^F?3q-F|RQthCr@T!>SN|jE}
zW;U;rdMaCp+>Gu=63l0hKr+Z|ii|pmX>^x_LJf0?AxmGW&@TZ)>c*gKDy9Z%m+iIW
z8r(6kOZ=YUDT}euti0Byv`%~;hKE(5<aBJ^G@YOrp6?moO~4xSv^U4KJKt|9Zv7x?
zq4(0O3Tq}R?gVyE_H(<>m}QutigWr4ot|g_rc_=usBvxEhE;k8)Y-^kUG7|2Z5Ox(
zb*>0>qT(|ZO+{*Fl#7jW#%^A0WuZZ}wD12;%x2qFIje~Mm5Eq^lVOUdgv7b3%VIzC
z@1(W^Uy{32Hgtop!~A1roWBG;g($Lw;x1?U{X0tnIyogyh@gH<2`k~(VHow#>|Tlr
zUI;ne10>awG(jMX#H5~}Zc|SAw6%1TaIML+bJ1HAHTu;p<o0e>pW1T#LaJ}s`qjS9
zjvqZj?BIfy>2?><j{^R=zaAG%y7glv_p}0R(7&~y&w`sU!$1s_9G3<Z{L-K1>XHo@
zwGzx-b0HCY%#qT-6iejh9?TpNs}{3)T%a0`yX5c2L*mBv+w}y_KHhcUe=HtO)K3Pz
z3zGrKs-#siYrN61c8tY&;z1G&Sg|Yfc=f>`vjKU0F#Gn`L~q$a1UF@7Qsk)WQ|kOl
zPVM<${?hs!@A$BDZ!`0^q%@&3O<}K<!hl45?<qp>GfwXz2k$)t@4e^Vi$5+e$Mz3Q
z=AO67ljNK^P*`GE;r_Pq-=Og4?1uw|E=vgUP6}x5HY+tvJ{%eu8-Q1rQ%PPKb`-JI
zePvk>pzS0CmpGXi3)|t6nx{Dz<o_vWVb;tr;H?h;=n~U1@0a_jWm{EcyEy=jai~A^
z?v3UR0RPSAcR6S?2EYg~{2I8nOeoyP08E*GkC_xH%9J-Sz#G4Py<sP17l`2NI)VYF
z+As9+CN9kj4H?qK7!{!31iB2muzy|@uJC_r!(Xbm<=@m;J}|NqT;q{khsk##90|41
zKveD=5Uw%ZkB}bEQkK?aj{c;YML*b6L5Bnq!UoW84*|hqiQ7)>D2$5NT?kVlOtdr<
z{2apgvII-*r<g*hBp)=e3qo*%(awyp=EC+Z!C@37Jk)X6b%ug-dj5LPA~BYjef*a|
z<}4kE>;|@D09<raiC0ZDY@rxY=GW5Zq5*cUc-H~-2T;f7Wur@@bN46sMR*B>XJ-z3
z_To!M-Q?ZwLsKQJDH?{NpDzC<Y&&PQp0A=dSyRfTTD>;e*I<t`BnfYUmX2?tAFi(B
zntze3U{ZovF!|kGKcV*L#s@mvzWXkfNWve+C05=dum*VThknH&`(Zo-v^+rR^b<56
zaK5nWLNFBZiY<qux@iHgbn|Z=B+fOS#?;8e%wo`iXPEe5%==~7!6(s~GbJoU_Gx!?
z3J@sjC%qXqYZ`lIZg#xH^j{GkTOA)Z9J?C0k(nwIMFI(wKrVM4yda!?F6e_rS5PE0
z902)gvG#DgH>m#}YJgG4H+gtBVeDhGI=(BTUhO{yc%@O8H(_xr$%=k>|B)d;@yRuw
zJsW0~1PFL@5GaW-RJSM4({t&|KXW(WBEr)C&%t~DUE9j^`{wU!pB$Eww$ccRlWZIY
zHFT31*g4;Fvm0^@X7To?4-91tk31e3WKhuvlAy*AYk)BP!(41{w*mT1-s(t$#{-pi
zHI(U;l<8E|>6A5ODZ@*D4}AN%(-NJE8gA^`2iV8nb;DSHK$tZHo>oaN8T9E7dsVB4
z9466+oEsVEA-UL^<2uCU2TkmCQe{7xXC@N=_8N}tnz!wmrxx8xe&7QUiwA|Rb8qi~
zAG?-PU59lg6$jo#N<hhIxd$1z`j0pAJ*-(p@?nL_3p!1_{LZtN!;co@>wEX3T%R^E
zEFRS9m-If(xyJe<3PyCSKUPeRL#_hr15K#uaYQIGmI6N<xQDR@LP-HR4-&30(zU<`
ztR@Q~Mc^?L&KZVS<f?LXywP*k8#pY@?XuAxiNXrd7mh|^ync~s6^jovwaF;502&z;
zVb$o<%3ee;u*YY`|BUp{VjndOfeE?<;%b>H)r{?u^AU+ZFnVp`jg0P`^$H6AARaSw
zWb0UnbNx*IdmZcI?Z(Y_mo+?5o~CAijtB<LdQg$-{_$QI11?}NzsA;;XTO0P*yq6C
z8Fc3WRN^uh%Gm)J2hXd9N62hS05>h}OYMH-$x&j4=K61D+yhTFw%I@iCZcXVM^xIh
zqM%-ji@D`?6H76>TAxR(0CNZzr0im|g35VyEU6DRLrMEmU@pjBV}S38X^3>z=Qtb~
zS8gxITgpYp2h8NkE`Fh=4OLO>haPB5JkHprkZ}R>-EFcYsam%gW>BVzJeJ5YX!E*=
z$2VyA@re2Qg7cFGWOu`+2%2}_IQt+~l%Hm&DEH}HI`qjV3-wD&k%~(x0Z00GoKwvP
zVgt3s+6HBVbw2p%CZ|Vswl;4=HAffXMgA9M+*KMlfRu0oa;q$b#t4)Xa?1T)jlLVf
zw~5#Ia~=chPR1JgM+AU7Pdl$E1J5Htj7(Pn9e2cAutZh9o$)FK_JUL|`@PxK8#|Ah
zmmEr2XwMCpe&-;!iszFlQffhNn%b_q9bczIsPH%p_whUSzfNwWexk+*>JsC-w<xUg
z?eQFtP6`WXO0=$1i=ct-cVH;dg1pKC<0(&^4LcvOoa|=6qr;X}Vg~nQve}s=Zo+{T
zq0V<lTCGd2(YPToLQy?_YT{kYSh)ZtX-DUEviD@rt_Q}Gj>7jYf8r(V)KlvK{4r8G
zZ`5GYAE}Q`30CckO!QD1l;YR~u-c;IZ@NA*9F1H_#!taL9;&_Ss+&%#(~ndyjF_-p
zVNfu=4BRnh%&`rOt&NvO4#NCR0|o`$5}6X<V8XG@7@PcDJ_M0ML2trgMm?rjHP)K$
za<@cHWwuh9r!vXD|E@#rr3&YQKKoq%{`_BbRExqqV3TaA77pA8`nmP@X#X2H)@8o-
zWqy`rKBfvMVT;L=>Du@}d9hCe3#B0rIV}p<Us3lMzCkhG7sleQLpbG8nDHjVr^-60
zPS-93(ed3a4LTM~DG$JN?kCwxT7A8g?p6NP6c|&$H_B#UJ)h{MS`67t6w)8hgZLI$
zh)F*o6n%|JxE;E5-Iy1OG|fmXSY#TDVjoMnS?PF8kokzv^Z`wH4}UXiq<4?!yB~p@
zNrUp2LG~fCf2}gh!@;el)Ibz0DhS)U9F<)t4(BpU42pF(j`i(&NBQLRO7IPC22Wfy
z(;Ghcv)(&?AKlnVIA1=~AcQKS6B19stuhfv(fz%bEQ*}#B-f+aR<&~OgQ#Ki-?~S0
zwVaYqzUQ_4tZHra?0H@#*y`r9bA9vOrXsV+<!nFSo4Q;AbiFoMYm-tT)rw69rGA_#
z>3y^@(9HT73+-~$GvOUB&Cuv;d9k%SS)1Re`ivYF1NfJErdlVb>*kgPXAJ>(PUw}6
zu+|%i*RT1szdhGZBo==ARp@o1q}DgdSMicMY0pfOn|0$LTKjTB3NQ9lUkWB?*q4hg
zzV<C|-2&|*ej5Rer%Ns)Q}0XKFL*550R88s0t!>WL?Yu9m_+YkI)1TJ#u%t$>&K3(
zOI@q1QF2*4#6iBeb!>}W<2L@%Q2cNWe;{C^E&agz#W`&G<rUdkixpV@C|&u>@~0Iw
z|Hc*Q!y0!NWa+5STZ+~bDZXaC4$;v?<s3EBR>Y%#!1?3}zc5{DP9TLgmG{BJmS{iA
zwB-Bo+L3B^I~UP|AOfS9bmgUYd)m2=)Rv#fpNr!5`_vzsam_o%dVuFm%e%2?*T=Va
zCrv=^G%B^_+rYQdiD4ooJHXKmRMz?XjK8TrrSf2urU2E#Ta@wc5+Ec63=A(NMdL}x
zpzMN#eQJ+^H6b%fPWeH_t}~~)t9vsWtr?608Z$)mcM+8oGyntB*m$d=dNDnd_GJ-Z
zOb$PJ-^T!qVz$Y|ln=Eu$$0hgPpR`d#OVi#-6Q6ii$Yj0?D2oHt;U{{=g`PIAbZLs
zzZLMAU(6RoCR|v(aEOGwqUP448co{PNZyF1u)f%~Io~R%w<!=Tcw8vnQ19hz{?1(X
z_R>k&waWXu(esSYUTS`39)JViGR#GWj5rgy_7szkNyz}dFb?=_g5ez)kx(uMUIkLD
zg>cJs#yspndCg6{Yg&6LHpO0;>3A-1S|)=6&TQcUlF(C8HOPx}bYS)P-c7L!2^2^b
z(=U8^6eAZ!)P_cvcOp8zYZN90TX!K=!xr#<)>6|0=r4~l85q<lcUQ&u_B#z^1m7TW
zl<yz}*f;<Q{A~ok0XSFJFS{VR$!Z77gH2YE<$WSq<sC`A&1|m?u?5B?tg|?=<>9YQ
zbe_q&X8F^7;zsC<*m_0TzcMEQ!k`G6w3dd>WYJ1x+l1h1D=6LP*_K-q8y0uTrL_1D
zuIW6FrWid%E7pGfn!o1ww!nHERJ0YuP%m5m{qyw102Cqjj_HCYLFms0zl2dzZUqNn
zz^2AK#ifQN7jL>{x+@|Q=qTP_hhwkmBl1DZfiBd1s>_zl+DN9)L&yOm>h|Jqw$Ep>
zT^w8~PQ!ZY`g7QCDNgAVTps1d?^>T2y89HTo&Cul4E*u|T#^B&=y|Q8QVp7S0@<Nz
zF!bB%gH>yWnuw*p%$L+S8wqtZ2sWuq;4ylB<hUTq$}5Ey`bJM1U*_8tiez^_!4?LL
zeqv#KBBoq}uXhEtAZ}uzAl;R;4%S`!%QOq!QW<sKr}EC(&0l6Dl6N5e_=V+^yjhBo
zLXsr$5VEf^bb^rU6bUXfX{A`_sz1m0fzZhC2bwXRx?{kzP6>~Mrd3U_;8J(-#Xo!n
zptc7Zro2!ym4(QSewI6xHt`Qw@#$I@kq#bagS_Z>zO>EMw%#lw`gQ~35&eBE>27Pm
z%OpXLP3MB3mC-?ET%#W<n_Zzk_@oditgMY&Kh@Sf@iq=AnR&jI8*kXz)KqLxd?a~x
zCLT4J6#|34m=jI{5Cp-2<H1{2o;e>R{iNpE9%MXg{^ho=q6XefL^1I{5jOa3%;H#6
zF?YVQ(t}7G8xTw$4Us$4>2ED<hPDu(m&hB7<`Z9+nf&94xd)ZKOL%L%xSh~8F#gwn
z6^lQSIINAv8(UaK>-phDtA>c5b3ho+t;&t}2}Dz%QWHxY^13&eEvg#Kdq<4<xa{}$
z_;C_^lz;KH02<E54yXdyuwN&~Ul9s$X>cHO7nJ-vb1o?04PPOFytoY9O`6}|owACH
z#uchj@wZOI?fKh=j7O;QcYYcbl|XDEERp21etci)0C^pSW`MsujgpN1<OA|@w5v77
z;_fb)O1|K0D(%x6D{E`(z8<q*5po~CrWL3!=CPZwE!}ye`+(pwt1?UF4|G37KE6C3
zF4t?W={}yg;yRYc2^@O6R?QBo>fOxxOVCN!r!eXl;=b>e?`=3w{8_XMstYg1Cg|Gm
zu`U1TSng|I?rmL!G_&)vv-7cXx}97&UsyoZQYKP$%*zute8a#AJt}otF&OU<>xIl*
z!paU1_%kOpF>kkd1MF)&?m;a7B;KRVapVwmw({zMwo>p*|10_HoP+1Vu(zG75%QOq
zPmXcTW%nH%ru32vW|I{wc}Iu=Ib^$6l^M1x1-PEzuy14Pqdy8bf?;Z#VFi=TJ_Amp
zjQCRfH6htIE|1DgzjQ$K<|UxW1|X4w)&Sd2-%L9NjN)@p1D1uZ7VF>yzW$yoe%B>6
zwPt=gLGg~8kSS<66bZ(3W(mPH$n1=F+IU9Gv(#TeL$iwl^}v`WZbC2z6)QVwYz5y&
zD?YOj<Zn0wjby~}cZ~VU9DaLhjMd?a@gkh}R?aWNhi~uTf&3pu3fujo^4Nitlmx;N
zt3x{XkvTQP*CE1qETe-Ys`|W?+l0B}JVvgsklN=;yg2{L3Cf9vqJE|&z1q}>KdBq<
z`kp}8)cFG?-wHZqz0Tv|3x4#pYTa90epvcJoC&Yt$CG0STm$lvLmSExwR+H{wq&MH
z@hvEoKNX)PU>#CAf1z>CLUsekJ0|_PG5+|Bxf0LJV6c|(Lu+G0yJE|5_a$eyKJ83j
zbv6pxbJ}TZ$k!d>Py2?b5=Fa=z1SZ2+JRyp_r;5X0_IJsZM_-2`g0GWk(d!@UT2f#
zmP(}G)#zrcw;s@yePZd1zKKa6t61@>s|Rwwt|szTA)`lsR>ZC_&S9D$z~`q7GKU$O
zs(mqGcqFm7(z-ld2Sj#R92h!Ht9i`phWJ+hwEYu@csG{LHj0y8y*(=GwyknXrE-=s
zNcftQV74SuB;#{UZGH#B5c?q~Kk^hZ`+VZ2cO>)n`Mr9WTt7mB&Iu{8d}5iqH?Lcd
zjcEC{hxU1gu|JK1)3700jA?EOl3<pAuO%#L!uhGe<9jN=m9thKCFe|qx57o_gC)Fz
z9%0ag`kIX8=0Jo0fw7j%)HsP&!-_I1SeiTiec;D(A{_w9dC`)7c>k^`#j6dz4mk@#
z>oeTWP99ebJ!!{3?*5n6fhc`~K3<7AK|jI86h*l^oqw60Fi8nRH;SI0p*p_Q+`E+2
zlP{UXd}yJw_nufm<^4F3(Yu%N<`zwASl0KbEk^~`oI8g2e*ft*ZCt6JC}I-(JR$2@
zYPwKzhVl*GIWjK#fwu`CXCmoq_Rqr}Y*7gEKwV{D^(BLnGJ}dToeVb9e}bgIb6;^0
z3t@!AV`g}yG>8e=t5x|{yMY8O|B>G#!1c9DfXuy#uCZNV%Yx>|vMT$EqFY7x3%{r{
zYgJ$|?o{i!5P-A=7*@da*g68ad;9pJUh1)}x4<~b<@;>8*M9$;u{Oi-T7jMn%x@-w
z%e#f`6K`u44SkDp)(xF@tZOaGs=bO@Z0mlSc4dlaCr)K$O=qOf$0xl`N!E>{asCoB
z5EI=GexATUMn+9TVON{M|0Yl@Ats;?)ANt%b-)4h(sd{a=o+t<5pB95gv)BB4U!xU
zSM)XJTb+5qM{XhWgokffk<eaBsSo_XJ6wvRW=mt2u1GI!B^PP-v0D}J(rrfzo}aS9
z-%Z}suwKt5K+YpxoIu>f8`fZ!*dRBV6DrxOykjJzr?NgXP=II5N0XD(XO8t3S|#dQ
zC=RlQ5?$j}-6h-MrGCVa52K6t(Qs6eCKwloe>uvNAPO7RtR5ZHFpOtPk1ysYGooV2
zvINT)<iB_0@VymTdwND_D5PyQvV%AmtUIwr{XG(T$S0ybvb)9$aOyb8b9;)7^!d^8
zIIprDg;fpRVD+A4edKp{tW22aoMjol=b4ksjelU+|3kkb{~l-ZNQv6CSta^&x2wE5
ziR+T`<L)WO)}fBadbz86mZrRV?!DKBHbK%8LEx*f#dzAVpZu(-as4z;utU6Pn46Ge
zh)+N1MXz7Q7+B+++lF0$v1jJ!#okj8a}?8~KYc29&lIao%jr1{UxN}}?+h4fcn$KK
zm+uO^JoEjW)E@h=YrZwLX7@5#hf1U|JaUsfimjlo5)nc#Svedv2f=3>E9t)G_Ia+5
znnKV{0oTZxRT?RB#+)p`Pa-_REto1`*BE@ISV6J2(9jpWxIQwVA=>Li`V<X6h!~e7
z>DBw~`eYpfwb^N&q&`uQIEBpFt;e^aJuuA`9v>JGO!aa`XD;JnE4zp(dkobWi{D*R
zof=GWB_sGJ{?IAvTeuN&QOdGs4+`Z_JUX#&I*NKaZc&wz`HwMMS^q6wNHOanU6$~J
zOp?FbW4mJiOK3@Yd;VKG<y*QAR+Zx*mg2m?sU?jOdVKDn=DDUvtl@H?sweI`jwnvY
zA83Q0H~IHqb%H8#nXfPYsViN{Jg7V;X(Y2Nu1pEjpAwpXu}g7jYp-)j5?R=^b-E&m
zyf62C;iIL7e!|i4u9$;-<sN6(=eK3a17plHVd}Ke#Gkls0i6SB1vaExI%zzMPDkJG
zo5tJauu<W4ixsxwbf?`un||amk5j!>P(c!qq^&$-byPkj1}{hj@OHhbQeyZRdLI4N
z{Pb9kCO~Q0<Zv+Q;%&c4z9w0D4n8O3T2G)O;R&2%yC;~;Qaq1PFdwL%wmc_P00UJt
zf%qglQ%lw}1J?K6jp^GtQQw}#^71v1=`7dcUu+F4zrr?I=SpO1JocgqYD7hpZgfoY
zYeNNYvW<sx+_4ufV)=1}tr|WKlKr>-qcSqpr~Mwok1Nmz|IR;WOT?cYf(yrykp{C!
z_($+nYGE3xVNg?du;PA=#~QYOL9;5(*w6!g`%YBH3S7c3|C>HHEqcO9&5@OUwwvYL
zJtD~GG@RY)PolV;O8WX#!Oc%vDc{dyz<PejaJ@Qte*cxQO~%Ng<yn1Wm%HHv&Zu96
zr{S8ae_+FC5(o#gjqlK9(=&pqC#Pt)t>`vj{-)pXtVjE9So`YFTXbsen!Cea>X|;?
zvY3i8b$<p7FeY}Ffx}S!OtNQkvgb_lQK`S&Pd{g;d(7b(#nSs1^i>_7vzTi<P?mew
z6AKa6am0Dd;h4v8KFA8Di44&pnwyaaqshy`&d<W`womr&_<2$->3(hgnyP9yb@HuV
z^6l7&2k%HW-~{i|J!2TTAtFwM6~odwVQHL)sY8cps_#-6M8xi-^n8N2LHlN3xLZQ!
z<T`oM+lRI=Q7*J=Vf&A8dtt(<KVPwUq$<DRD;TCt_z|N_uC~sWz}M4vWue&fL13ax
zP4_#0?hH*i6%x!Yh`mYg)TpS+(*2{#kf57|U#(?=#)40gmWUKH^ck*Pcqc|k56dY;
zV*a`RZLelf)?Fkn9NRWW&VZHovC4kTkbsa8^>jthy9NF#?F4H>+uYh`Tt&W@4C6)q
zdHivI|4v2?5SGn3nK9V<COV|v_V&s{7wz{?gcPaml7fiEqIbTdI=NV~`#B2N@CZ+4
zvn^@(N<oZ0yn}ZtOlQ&=>f>kUoWOGV0aGoTLS7ydjJL`FUXzx}=ktdqhIC+bKz<)H
zuQC1mk$2`_pMRC|I3R2x{s~KVvFMG9cFhU%CdqoBv_qvepOW&NN61P#J*|U3>9DL+
z87@n#%mb!v7?eaR0EuxOfNwr;nn@^>-UTX)W0V29{gekzQX6R%lAa135NBBUT9iB+
zN)i50p4IHLJz3k$>3vmkC^@&}{od(lV0oGR`p=TD&&6Q3D)mvuN@KnI;lt<~zExPq
zp|kVyqTzFWgSJLNr0<8_!R!8;&bG3{&(n2V3WEsUB=w|4R@F$B{hLZ<N&I6u*TZN@
z=b1PWpgavQb!Zzmyw>`u^{Qp_eMiCN%_ki6xG@ksB;Nkd?!Q613F}+PiuRPq*#9Io
zeKxOlWK-jtMSi_DEzt!r8HV_Y@peGuFU_urp(Gs=rGYU4t>5beZb=+zfrE^5O6W2V
zNiH`L2F{6f8;po8+}S_yD_~mDQ-l|I8><RW-&4{&g%!m5co80V|HMX|KkzMHO&Owr
zG9<J<4QhLRwLLl1&xrQH$z$VcIu0?Th&IHN!v?X3$5f%iakr5s^dX$+D$(mHAM{nt
z>WlAJ#D!|n9zIfkF3q$5%h(P&3=R6+WKcHRT2RdCvAJEMTE`hVt4ff3@R9I8_vSp{
zP9dMC{r-mbNvfUPP7#(Jd-egG5lZ3rPc8aLE&NCYTU8pHi9d&xKSzW;2f=Q}C*~^p
z)J~B5Bi9ovCQc`g=e{f=?j)q)46B^Ul;9q~;`zBIi4D_r`OSx_x^*|nH5gq<xzOt)
zA-xq_*TeeXe;msir(b)Qw2}xi9DWe?|JvP}$$~-8{2(I>mnK|yMbf)^PXr#zX*@HG
zSchZ~i!AP4zO^qGeq~ZvG4~<4{MACrP~?^>!H@kL3x&oY9I@7qKstA-I<1`$yRsGj
zi2^^r7%8cpO&3{^oVlY6X>x~Vf)F^*l%^)NQju@D;DAvEuGIbX=;H*CAuGF*BTyX{
zo`;R<%fg$$H6QF#CrGD_vJL)VT1sVZO@N4PC!l`9F5}^NoKS5u=N0*$mR9NpOM<Pg
zDY#<j`Gf9N$DPLhbE)bW>u|o7iUxEc1`*g1&Klx<EyF{v|8`@Rx(}BL4foX6jlpAv
zhZA7?MRH*$(ngvy;h140tl{PMGAd|rE6P;jwcf-r(At?8O!;2BvR#NS<MsR~q$=zM
zPici6M>q_XyZe}l<~?h1O;xw8=)8?`7thEOtz|V*OakrP&wjgl@`ewn7gvfAi8afU
zr6QXN%jb`0fLkyJ((d&W67CT-ndGsC1Tc{O=;~d@`RD)VNTUj4=(~gSn5jiBTOkO<
z=*+mbq30T)AKHrt0G<->sab~xo4((2(k}k($ZRR)QznHIxOQlGi=U9E)buP)`nR;R
zy!*LR{-mh5rg9a_T!jy3+{jJhlsWaeS9&E+iHM&KkI%$W7(sJ>`JP(?I;38b>2;c*
zmI-g4iap<EE)x&KBi1e0yyq7sWsgZa-kH3btFT|33FahzmdXdtKdZ839ayMdDo|=3
zLn^ftQb>Py1f7ahMrL(#EGSw%SMJ`B8K3Et+oXEcc<5@WPZQ7|#b=H(auEEc<!J9f
zNRvoD($%m<vg_e?YWN4r*vxp$o<k~Y^}}<@XZ?;qj>YVmLJQUhJj<b1*W!lCZBYkb
z=CtB1uME{C9w?_$CGPumJz6o^!y~xrO^X@cuYmUQYJMp_c5M~b;gd{KG|@y){T-*M
z!Bt~p6kPQz`(@BrkfdRwWVr!0tsej6Id~3R%@58y6Y<|fi7IrZAAO2Wua0kOi&|_i
zj*QeaZTU!wq_=70^D*><PRbuvhh)k&QkDHv>FHz@X3ryQ9OZ8n`}@K9WkU2jm5P^J
zvQ#i3I%aC0#Kyl%B|B8kRo?Np?9NzCo<RxBm`UnYe${swqt}Mji1G;kf<p&!QdbrQ
zZ=cQck+8~wS66qG8@%@7bfh$~pImOK65X?JQG%ua1YIAL(DG8QkEAn??&w+G(=HD_
z6-g4?lj3TjF5vd1e)XZS*)6`<{DS!)y4ooqOTj@P&5K^|wNEcJu#P_RL3T>g%#Iqb
z1M0E~+bDHKu!;B1dOdFHpT|rM6w6g&Q@;>f*W{-_e6YW!v&nER<+XTbr=aH<{iCI^
z62ZwM^!)(~%NnDGhWPdOPDQS9TX3M{yC6myk!F0bndvA^Djy#fJ*~eiplvckv6+NA
zzCAV_5Y%@k3iw#~7`o0EoJ`xz5wrG^rJCe&e*Wug;kuxhy>+rrjXjuBALkMU`hI*q
zD@yQLphyuO$scpuad+&KNN?=7=H{R0R2!vBXdc~ib_=n&S%0+b7vO2QrCRRxbd}_<
zxSm@AXKQcL5-t?P2G)714c*!equRD`7}0S!a5q@8sk=?7yVa|^<#i-BS)emsgi2g5
zEL_Lb?hsei&lJ?pY&koP9656Lylt;hp1Eu-JGhfJhgQ}iot@Am!-1DCt>72qm!m}D
zkbVhGtgQf3h_s<#=ijy}K|d$E>%oO%y0QmVhkNSeCcWgQF>ViD?%J$W2ji~}ndup0
z!|-d2*Z0_EyH$<5IgO`nji?U8Pm6}t&TfBJ4`v(JCF}mt88i%087hQPn@US<<N_rz
zt=-lcPuC&z!AN~`?XA=eS{A!_Wd;j!#W~;;RsJRFz}jMAzR;SbIv}EuKU9yl+h32J
z@|#I81zpe?je)R*vds;}XVr~4ujCl3uWaA>yKIS``Cnrt6R<J9h9da_afRNQVjgu=
zADal%aOB{_v3b^&gY28W@i+yrW1VZH0pDWoUSS<A5oH5zp&>s#pHqdU-GUv4UY_XD
z#OaLE%blMgo}Kg*#I@BE$z7H;-L;;vqlF)sdeoV^#GodWpv!D}7B4I-`c<7dEw@%O
zetcP#@m5w8H}jj*>4OgnNw_L9N~S<fmcSXj69NL6y?z3Hzw_9e|Ng~laobh1LK<hj
zFQ(h_CTT-rfC#W8?nglNsDTIBA?MG}*I}ygYytFD8Vhe7lJku{F-Sv-q8|^VPn4y9
zIAl)EET^t8Ja(?9FtK!l;f1lXoRu%qU~K<*W4^bxwT9Z+r~!1`-C6={KbnyqSDn*K
zVYYfO5Xxoq^gfE3WGw6XA2DypHLw+9L%V!PXz0*yZEdMUAZnhAeK7MfZT{h2R%TU{
z^P#Q4zM$H%X;|u&wxAvFSB}vvj?r|U(e&Ewk>{t>X6<dIE@dq)->YqF21yQyfJIBy
zx|{p-^vtdU!NVF4fFykWDXI97b2e`|8?}>}0#Mu`)ex*iAL%S=!XTg-YJ}`5Owr#5
z`ZcV!%G1GOC7_JVfcF0L!fAhV{+g$%+{*tSQj+1&;6MyY@Oj9|r@HM6qN<(4*&e9h
z*WHIt#dq`s2(_r=ZX&k-jww@jQ-&+NXIRow&}*~fl_4f{rSK_U7sM7Q_;k03p8J<Y
z|NZ#K%Iphtt2k<Ca`nsE{mRHCNay6jayF#{5&csV2FNQK-7+>yWkBdU2QR>5SA1|x
zqAtVK(EdiqLHz7vYJwQ8#hab)sXP4$%RCYe(r`=703g=gYY@@FDg!^RdCuP^!r#Wr
z?+0f$V-s^_7Q%lD7tm&{nJjP@us*BqAncPhJ0$b!tfclQ=y{9(sdEm*OXDwHcpX*@
z{K*6{(W@=X+BGW#uf1!^4qtmq9z#6E>1Br3Du3MgIS&Or%!FZ;eewSoTiSl1Wir&g
zY^@pAurh@$K#I2%b4&?E&N-Jf&uF_hR(<+WXI@imncw1-ljqWB%%_zoVi>!al`@r)
zFrAz<ADjF-BT<)(+5}3OK>0Y8jw~5UL+3<HAc7ZqS_dDs$2#r^*G2&0#_~(---@yc
zUB;A_Ps!^&ciQ4n_=%wY=U?BH*wj?M*86T49RG1Vl<|`;G_()<L`#7vslD-1oa;}(
zemH(H^^5&G)ox*;)mSx5jO(hnTg<j~V)UvJldUljb^$$hpEAIAB!UWn2r+k=z~|=F
z1JXSdW3R560!Rgv?U7gKMlA2NXZO`RwofpKh=P;Y?i<ssb92&&2WoU%J=~Tszij0-
zc$U(6`1qS|sao5qd=^~&c!ZftxAtPa@CI)hij%^X$jNw%#mvyH^p`<hTAyI*o=J=y
z--*3l2~XjLF9D7*KYaG{;>v8+A71_mN{k{J2i#*C*sak9`EM*Qjj+kVXv1GSWq-KY
zO|dCNn1!?!Or}=!nfdizPKPu~l!_&6%2YjyrNgcO(X3qoON_nIG+}i$ysu^%zsZF*
z!x-Xo-Q2#278Pa=-o=6<7Lk7Qzw}uUx=+b=0}CFVmB>I7j4F;D=+#;j+f&JArCaVx
znyq7`wBGC-=QDS&_yyt*Le_CH4++`S^qHv*-bVOnc0<MkBCq1=FeosA#e-z{@8I|3
zb~wgfxnAUUyvlDAJDx?-e|i*JOuVDkgm0olS?-xqnU=f0U_BVIZ}KywG|qVHhXmQJ
z;ceTYac8Y#LtDrfoAW!0qB(E!ab~WvpavJu+iN_pN6}>~EWFbk#d*3SUml4Hm=`nc
zp14kyy?2MAKXE)ChtP0pzq{XWW?YCJ^%HzOXN-^P){-pxb*P*$gd9S>qV#jJ;H+(W
zht(B5_C?6ucCe?ZfIDkfP3*)nWhjpZGYzbLP=HzWJw=?<P9;RL4Y6gFdR|66aV|u|
zZ<UmDlGjaxgNDb5*h+UIR{tr~a%Hz`x&0Orl_yQmOK&%B%|16?5b0V_=V;KCRL1YD
zOW7!;s)*0c!MCkmJjf~V*5*)+J=D)fcQ8z^dR-jCj#;#;3CYda<CLY7sM8EJO^WV3
zZt@a=;1pu@Ta<z;mA160GfiJ1-%eif0a@~&wO_6c^3j=uP(MBbz-j`3ZNYrmjNkz4
z;EXnCs0<dgt3wgnWdhU3&>tTfo`>PC;{TMpBh9SRiWcM^(}|;2m?5S!7^+uEI_+r5
zO~2I9`_rY$$<dHCWxSj9@@zoPXOJyRpfCTWOHqR10!6x1cLC6+>8`dVkx<)j$;&Us
z>9|an(%wn^?xfd7{qn5ko{aF2Z@-x#7UMI$;eeFhrv%<+CysWDVo^T5<r-bdN^#hm
z3=K!2F~?e7kOP9S)SFiSiUZ0Pe#`50QPEj?VUi={<K%SRHv_)xn>nW{qun<!h;j@l
zJL+&OTM2x#*s=U}VL8oU#WwnS)+<OH!p0xqf<qvMVH<#}aWklmUeLbEr#v8ZSmJaz
z*iK$ZNlqK%65{1zx-l*HGso@3bMXR#2(hanNf7R&D{e}><m$z(Nnh20%=s#tYLmZF
z<!&K*b09d3C#ai{=ZGoAJ8r14gY-IJ<d69?;klne!XByWZ%h+x=JVKvT^UyKc>Kbn
z_O>m&8@|5eDNc%UG=H*7gQ45S5p8DG_bhwCOvL{zDi*{dno?y|oviy=L(tV#f_kWC
zf`NWOU@e+I5z`6EMcFYRtrZX-6gkC&?f_v0gyLwu*=Hk^`3KI6&aNJ(^muv$cLr|T
z(p8kbTe>HDRmpJ=y^AMFyCjoKJqGL+>OUZnd&;~l7mag86K!hUYpUE4G)`H`5rRiR
z@*qKfI_bJLS_>7#wGR&>ZUf?4ff7(8^qvPuexQSr5XeylK2gjD-)IyzN&8DOl;In-
zG>rOB+3)|$f6-vFp~tgS(sjNy_yT^MEzpvwq%U1+D>2fKz!q@S#Gq&Bz{aBqj1A<&
zm6^jxgP>^T;T;Xo&-h!>0W2*2gCW@I-CbDU&1EfgEOZDbPdNyO7QV%FKWdHop71=X
zWOgjG-Q!`hbF(B&ul%ubo153osif&+=4PLr<Mo@Mvu%<OqmMJ6duwdL>JFWp7yvQC
z#p2!8ZqL7v&WEzY(b}1<{M&_(Hq(w)^J=LU1$kb5TG$5D&w6iadOx0Bq7+^{xG8tq
zzgheAal+c_<U`VZ=~R`D!6%?{Qrn_8sbCQ35}94FFZcX?=sCT#ThzWd>*ZV-athI4
z70=?l!3&1rN?*$O!>B^raFJB2)1cr-uN9X`A20!Kbhb}{{?0FHZgB1@TsqpPUIMi=
zIqs<%bOZ)6e|vloGVoi#HpMFg|J0UtaAS{KdRJoC38;d1+#xXQPwnJuVK5tSByjvd
zXGLM5WlzF70bRw<fcC-H;~FxEaD*RVps;*^(t-V}n2D8{7k);to9)5zu_&ySu`2)(
z`H1x;ecwlD=3(Atucou$MJ&Zqb}ojz%!N=FVqf&YfHI`y=||PeZ#P|BU5LCdR{1g3
z1(;|)t`kVnKr6elWFk^2@(BA0MKB>c7Jdw2!<4xWQ&R>pdADHzrC^a~m;w48+0@Y^
z0$xpznBgCaRe66WniN;G{L%Et&#|v3&1Ho{Mcz6D7-L}Kb<n)?6kgu3m-uHVzVFmF
zJL?7`4HuS%KgI-4teh5Bq;^2mvHff%_7(L5!x6wM(X?c}ogZ54F0{Fq^i<WV*Zp%>
z(RyH2S4$`A&+?ydqx+@F(Zfx@e+~v)zEJZqwp8m&?cZ3f6g9BTdn!6iK>+|v4z+<O
z(1~&<Js3o4x(@nnydTFluH!mu+W=@RRFsdIi}0MWz!Fd*EX0Xabp%oXGY1pV&<8U~
zpiu#1i{-KU-Z0mbU7oNHukQWey=yUtad_gvR)?#u@w&X(5|mDE&1YGF=YqRF5xl4H
zATx*)5U5$~!te#DNrcFIJiq8~-LyTGlfK<$t0MNk^A(GkS}x7Eh76_0RnjUedqGru
z3US9xUg-Qlh<0a?fAEUeBOur`g4e@nv!g0D5($68G$M;fJ60Gf85tMPw=m(O;HtFQ
zGE88^JAyIL&B)#HPNkqesq3nOlTad~ozUtb+=E6uo?7vGAx*aLvP(Rv7#IJ{)`x9I
zsQ119Ye~_Hw7vc?w^Bn^lEGi>xn-HcaR!|_sI(X3%D>`jBCb-@{Z{6Mko+Oaw?HP!
z1@)#x{Mk!h<n)TR)jj$)%V)Pmkh+9(0{uzllNxajk1avF331>Y#Xm~FA{_F^!Lx-_
z2SNu)B4JGqPm1x140Ib~*_v2C3Q5mHBF%a=SX^iQ1&Ah<bM`3K@Rp3Q)*b@u>M#&W
zp8o!R=n`YO@z%3AR#yaQGBtXtMOkA+=vrYveS<1GR7jz>_We%5SzOhHOF+uUyxmtj
z|8#jDj;XE*cB|KJsiZPVcjFw~J|YzpDrE(lR(t}CXga!A4bq~|PRETNKGB*n66g1v
zOJzUWXbHQV&mZS7QArqmVR??fyo>yfWc3Zp0$w9(w--N{rgrylriSPa_~nu|vAfzR
zlfEz`zbs05e}goovvz$9Z2k+!bbn*<zvKT`Sgs1jaLDwR*9dBY%%&6FgWf`PUZXY|
zDn3q*q!v)t{UEZC%F=>EYYNw6kKsv_BcV%vkZ;!8N9JpVnfq_#n9QJdm~ZedILOsM
zR&{sr<14@V#x=FhY{_#v$^2cYk?WCtwZV~Q(=+Z|w*f}JI@}k`?T@un*mmB))TQ4f
z{|u6B`oo&!!%t|)`}{VV#jKXw-+AC-wkP#B*At8PcaR797$LeM<+P6Xi*z@5D9ZL|
zY3Z+kyaDc{8Rx}~qQb@n2ggZTtTGY#y#H_dUt_rEcE&qa=Fybd^>wJRu!Rv1*vLgS
zR+90we2Xew&$Vy(_lc(<BFbrV9Um0;d+aH(>%bGkLAG@9(Snzib_r^?f(cUHmcs(6
z?rJj<39bEGJgy%(eLB;MT$Xfy63apjPZa8|1q^&*YE1qzz_DF}cw6l_nyq-+v3~m3
zo@SQq29(`uWuGZ$pV^s?oMop`%LwrX*&`sOz9Fx#Ldp(R4ITwT>uxJLK=f_6a?soe
z{WE%lvvlc!x68P7Ew!~Rm^F2PJaJD~rr<PU668&I?h<fImdj`oa2!M#P6&tDceYi|
zv{ldeyes=?=iz7V+Eyu=Wl)^;rZ`Jq^I$Emk&KAJSb|UQ4_=Kf!`sz-73VZkzd51B
zinPdzV}+E)E>*)$1s*gg#WP??a%}q>0K5;04_Uo)-Jxgbf^ZrRlBGzDJymy)AUEuy
zfgy%}5g%9i7JPjt)fDu_evOH~A^fdyOByjJo^~(IE+5%-CqQV*%$ITlM(48vuV>U2
zTe)h6*khrt!?elxogjZdZU5LR&3ilwKD>ScA~Yr%;~k&UozkLf)k}hqqyS_#8RlUf
zyPup;Nd!2e#lO_4T8Z-ooyIF63Ws^`O&CSDa8X7aXk+uIQ`GPH@ChkORM6Jdm*rDP
zA%$6B4(Ux&E@4Pv06Ciy;E~-SZvc%tZgPc7v&l2Y2D+@l@;1SC2Ox1@h=s5Ql4&l8
zSvep(#N0%hWNHXp29Uo%{@z0XArS^Ppj!vSKv*;Z$k<i9Ov0^H_$qAJQ4<cMv&WAj
ziu_C%H59E;Z$mjF&e6R4wyzm4`PYvz-ZG<=<;Gg~lhw(jAk`GW{Vm?$bpmBDhBkl6
zq9)<p$3VHbyt_O8Q`du#m|JdXZ*&Etx+lA0=66a~(dOCCB{jaa`F2(1*2{0i^xg;?
zY<=af9ZRMf6DP1az+pmbX0OAF54OKO1);|^UEcr+UWv$tc_So%>075Fft$D5Z{&Cf
zP_cP@!4!@lYB$1s0Q~5Rq<;D^w3)B$&l6Z|NH#?e8yvb)5$yxmTUKGq+$6TwVa{8h
z+HvJ5!!s*7t>x1XAFP}1M&3gLV4pfwLog7-m-paIUh6x*%suok&_4tmee67lC?!FE
z1`KbJ2+c6+^nW+9TQFc=8^9hsoUXGtgAm-8NRipQ4+Y!lMdh>PkFvhhwbIys6dymY
ztY0(sT*@GUzKXpGQ;$P_<s42M9sAbLh?0A~P??90&79P@2}|rb+~_F>FhqpXG1de!
zTxS;n=HZ*vVF9E0G7|8~pl3H?a7>_F(9N|?5d<<a{her3`ke>J%rdXXCk@}@9;Jt4
zPOzv*zZb?pyHE!|>ZlI^Y#szX-49eQVJDUKJ2DkS2!{7Ue|8)JX!Y`TudG%t{TuaO
zNnOUK1Lf!5cqX=&2?{q)a2l~1#g^vh4^mUrcW8wMiZ)LodM8{P*Cuut*OUWn%*#4S
z3$ma2nDW^WCf?w2I{yTUjvs{~`3A=W$xKBBxJXG@{Mp8J!NKQx#Ax`ZKXOd6-10}$
zIn3q|%q(GP#Cp`1PJ}HsOfX`#3kc~9v?p)$*?l<AjHOhe1k+uj4AlkCNos=<{*F+*
z+<3Px-5-Vj{iy0*iLi##;I3`#I#u&W022Bw?PGg6Q<-BS?gp#&*Doy*>60&QFn5g@
z4>TDpN*<N}O)LInHgZ;IY!GzLk<s$9q^(BKRTH;|Hr}|Wf4{rpV-M>?r?1T9kU&wP
z?b#JpqRSOOnj#flMgd(A*B0H>UegPLA3FRu8C%JK$@tHimW`fg%xvkk?j2m=-MXrl
zj;CBAd2BrvMKi9;q{m-r=erK8HQ76G#@#=OxCbV=d!rGapsO$>{R5`){E$Q!6JzR~
zTOs=a>jb=+_F2Q1AYILT|97QI>WQ8SLU+6{;IyDMU76;#=SsHov8DN=+J~k0ALzHq
zTat3Q-R>H`py|{jF4Q~mO-ztqIbM-_Vmc4y{UVzF^QS)dG;SlK*>8L?a}ybk6upFQ
zwjM)%I=x@~Ynqe4<;wg7f&h0!G-}kz0zBN6O#i?MWS2^szdOmgI&HAr*1boo@SW9p
z?qPHLvzJ~%_eZQiD~#zU(cjGbC!eJ2L$c&C@B$|P$Z$M+yuP)i0sNw10D=xj$?5vD
zQ$fK&Vx6YS0@@Fq$(`8N&pJOkDlvNYjfSMSk|r7EB}5hf&Fv&rB&41l?Irxo2L|yE
zgFtZteR(hW{H62M8FAwH<w(K8HgQ8nTmKzLHwh=GaSeWUQyE!Cl~?xaX@R?{ex(?0
zt6r&FiPVDSFDztbB(MmWDz_9&M{ELWd7Wyr7VS;uV*|6{!EgdIhid``%WNTEZvC^_
zx~&SV^mcs5o4%RT+S*M{!Uc!?R0HGmbd&V-aG|z3C^^b7yM%E4Kz7^*I)E4J3uMdw
zNG@g#_QB{3!!s?2yeo+GE;yCrbH6cq=JM#N$na+e>pMz+n3_V$M<G<l=6<$S#$SQ@
z#%OgO-wbslE1l%|4IE*+Wc6?BWGoHWT0m#vrbW|rp)gN%Y81vpPAG8&6G|>3E)s#g
z?Qnx9)i;cVh7Q!MNqC1oL1D%6bs+c@2_wV&gTd0Hrlp}s|MC$3cjh-Ue__nn>xrk3
zpUcYJLAo}K{uMY|vXxQPQOEQ+%RZU}7jrVE6*4LFlnA#xpeFLd64Rz<WtiX?Yo0aN
zY)9j53T;{i^dW$2A}YbK=sAm|z`<vnZ~h$Iwrt^$UkI=YMQ~3n1&1M4ylF@vvN8gN
zMG2IJVbNP|$m&aBC&4iMOoO~wVnr6X95pN11&66f$;lEZ;$jmLUuACFa#ZX%*k|oN
zdJ8oFR{s3tyZ2|LX8Y({yVv&r5Ov<sY`<X}C-$hsrbc4au357qF^U$gRik#*XsJ=7
zC?fVMYS$`iQ?o|xO>1jWJN7KGS0wMZzw@5={l_`{5s~xt+|PaA*Y&xuA$RX?IPdSy
z-EVVqS;FR60@Gg?&mGL}<o$NeI$3DOd}CX!tF!fAOOLh5&bfu-)wPc~nXP*tPA8KJ
zE<@6`zn4T#N9v-X>p$6#Y)&ueupPLJ`^XOS%2fd)!P}<7!ZSqz3!v+;*J0goQwCsk
z>F}l>KDSv$e-W0f_T|k}U^|V%0X#*imd_)nEonPyI8;N6SBtm`nylj@gw+4s)mllM
zQmKrK<ba4$5rQM6C65bW0nAj+%-VRx_<%SF5INpTNW_O?=>%S6arn5EJ`sB9PjGHk
zjxYS~9{|<HS}6uYlZ(!~`k@Zhvr%}*m@g67uKgXJwu&40IvMI=F<jNX^A#m1Ba&c)
z*&_N~Gy5yQ2Y;{)Z3l`^uN4jd{yj}&`#RC|fiY$K@yN4T*#RBA)mWC4VXD?e*jU*&
zT50@fO7dKK+HamiFaru$__@wUw8Oh;@yrLxk0`nXH$m2b>T4UsbJrSJHj9F9!AAd4
zOHX|h10c<o3}1+YYmQ&Mxwu7(`oq{_IfoEq(Ff(?4Ah7=<pplRfH^P`KsrIq0%%GE
zI`^QmbjgWXZUB+O3S%e4bk(k>4cwU67`u45_4vErf{vV7BHSQOHZkQ_O2Yi7r0KM*
zvA8sY%v95xY!(pK1V27WX*rP&Cb~B?lpAkyGH$2Vl1ds-UA9%G68L9hiM%>6Cio>I
zz$9kE0EDgtflzT5WPq%X7sen23AB!}J^<se_VXh{dR2GN5f<;3pe*_0pc}$iZS`tu
zy5MZ=1y-U<;ZY7l%4qQQ$d{Gd*IUC^G4JU}*_Jb&r<wjDz@_e_QsqF4>@PkmiZ*hm
zl_8N~{yi7gtI(L1<hL1*SDoJ8zR_=G6r*uRRN3`l<6)!%_i$OyL9>s3?7O(ZH_zzG
zX`S=UIp~mrUo!66cQzi8Z#iire;j^%3aNEJ09ve-m%$tR<H>zzPvg<!I~s)X=~<sQ
zPb^L*r@P0OPqboY?UB3S!~1q2H{Azuo7PWdKQD`Y^GNI52g->IiBE`y$-t)cxKJ39
zFr}9Ek|F1z2Wzs|pR)s9E5r*fmwiN{UjV`UU5E@#9#m(XU|Ov`%1oQmn@DM<&<n_{
z$qTJaTy@~KKBT;#ndk=@Wni50a0GAd{$)yESdYp;>%J8P9X`))413mV8h)=iP-EJ~
zj|w_MexiOPCkCERG71lhOYIbb20|K0cy3}R@Ys-Gx@sfJqEIHKvb=)`2A8|q2gPgN
zpPAqPBKDqc$wGf^_FY!<|D+LdtF1qos<Kbn_nlS4PTl#VHEnuKwUN)DwpK`wobT%N
z(oOtI-3St>9U_h|TB&~B$)rfEXek`M!7*>vXdCCQIxIL&tG@9l;P^$FP`14OajbhK
z*9}V;j2hl;HCT*>cJF3;SoAaWnAcT`@wF6auT{mrc&^B^^1aSS=j>5ZibIQwi7WCi
zJwE#`A46&EYizcB@gpM-t5Xkgw0A>Dtx-v5mLdGkM}26#>loQ6G8?Ph@G({rBSDIW
zY95ff<&MQWek-{7W=qqOi9T_Flv$k);;6#NX56JZQ8T9Hs42`g+tK^3hN8vs1w8#u
zKOb01kOv5hSP4hu=@Bbwqb%K+8s=_2aQ-x4u|g>`9a!VI<XyK(_xyly(m%<~bVcJ-
zGhcSlM)vkveFSB9&e!b+jDeNU;B~0G)EiRiN8i7$hkRX^GP$7*5$m8Jx#{(V;6YB7
zQCG^O>K&662a|-(Gz*ilR)CWJ$_c0Bpk<ND79s6x<#gT&G7x({FHDt+{u?OQJjxFx
z#{!9DWCe#!mbS;fgv;P5ty8laayTaNu*+K}B@QgV(Xi{Lk40&bjW9F#8@)_epYCRr
zv5Nly-B?y@Xy6j9`y9Kq^kwXVBy3o0d)kGc&EQ9dARuV$2}LUr9fH5d`IX)NP{aF4
z)0OE#8U{?u7lE`4G$u_%0G2!q812rcwG1ev0|_a}%fb%z)z~|_ya59<;rWsu2AsF}
zk<EOc=26twa?`gaT(#6C3c{LCR|n8L%Sq*brG}%MYrb5PSNDoKGv>T^m&J*_j0X<o
zYz#0{Bi@8-ACP&6YAD!PRg0AKH#~$rki#Q_`CfjdpdAP5JEcF&UtzEaAAk))<<mh3
zfSb9cWe|&K>MaaWAE_$=TwEq$%yuPE>9!p=5zop<cfKk=W8S&~)qp|?TbN0c?UmXj
zzpa>P`Q97Hedo+356_LsX*b#WdS|CM^D_&rZk|_r-)r6}o?30}&byhstC!t(a%OjY
z!wx#FtVLnE)-RW4w&&OKufKnCptoiYBOUg9S6(lJI*R)KIsp39c0dELc8R%(1SBnI
zoiw*tj_FkDE1ieE1(4RU%g}8EehCM`fd4-2y_-cbEan6Myn}rBFER#(#Y`-Vhr@k&
z<l0!SX)vS#?2{<pRO~A^Kts<P3L^%hViD1VpaY_Zusd`RVw9KEBHos>#WGwKAZ;wj
zT1vr&fuxduM8($6B<DF$G_Y0$oCBEH3lvh68u#86GnLQf;(u`U69X;fL6(2O+4=3Z
zv8~|e8Fu06DnPTukjLe3!h!Sf*t8H<ZWFoT8@mjiSHUW}_yZ4E?4|ZU&Gg)Bw*~v+
z#u;t@s=8IvB)>1sE+pq+%cei!(HnWf7h!}Dq`Jly(KT5;R@u}rw;SGl!ryy?uLsP}
z55vbL-=o0>{cB-VCQVzT5oLdl08YBVoPh95dF5w78Vx}eRWyui1FcRs38^}Q;A>7?
zz$S2MT5_sKldSk#3=rK3fTlrV*wFxtvfXti4JJkBeN79~oZW8i@9cABvo&LWSAW8{
z+&v@-A>KUR@<j5}_l-aOWn~?D^~&RiVA4TE%;ukFOwr&dX0?4(&cP*7P&~ROv~m(Q
z`NCR+iNgOp088Z43UdtN1aTdJy>3Y7!Bi|*{3GB%NX1FP(v(cm@agqdTWlIq&J07O
zb$@<n&-zwbg&V4E-Dlo4rt;qV=I?`jz3|QTa|_S$v)q#iB&N#OC)M<qH)+fdX=T^y
zCm<e|=d3+Hb8ntTxiPrvQS1{Gq&;pZ9aw!_Un+Z9>RB=!e6Bqu-{1EG9_RjrV)Lrd
zfjgXaTlCuRUPX%D3-c>4;Snky<ZK%!4>E-EL@=}E5n;|(o)EoObH|}(Q{C*82r4R|
z%9OY+2W?h|RzEuCDSOVA6We}8^`Qi-@a?)UC3k)QRAK%>`v)S|DFRRynv53JzB7Rh
zs=Ugc&hdJR4f0H%y~^`U=;Tc27}>(M(vtV{ywf=5{23a{L;PkeH@!}m>rBw)W!dU+
zqNjKF{L5$=1KE8keZN~~h-bIIP|BBwCwYb|t+?$nxM_7I++BG_zdFD21Y^MIFjV~H
zDb%|Bc9m||dwql^vDU{U+-TIjlhmBFw5ZzlzIX8Jse$ibrof!@5Aa{l$ppmHz9)G~
z=GP3YD!<o=DrfE)&rhY8=9M||`C5MEqo}5sHbx?!*e4!o75!}jlr92&f=8`}+~MG>
z2sqKHO1XUib}`?~u_tJ|6$3ZZ)h&-V|Lv!{w)Q;sM~pEnIv9Qc-Xk?kOa67DolyC<
zz^h-Z9!XblyZkAa-2)#S%1ZeII|lp_4eGLtBq8p!e<GesObmm(QZ)hkY~mbZVz$?I
zBZ<{kjOf>ZKtx(~Qc6clQ&X6Jwxioa>Yzna37&ALUz?a40Q!E3MgV(ukp$_!^+7jz
zD#r!M^!ncQC~}o05{5tm3zk#i3~R#=h`CyWTrp~g2|tGkB8L-YhZAdu6Z+Dl;)#pF
z?SBI=#a$_?K#15^kIyDM9p=Vt43p;}NzZ>VCl?r6t{03<{0mGR|9vk1yh}sxdc*d|
zwt3o)dFN1spKY<XRk62|XCSIRs&EsNds#)oVIHtf)Yu4-h6-G`^yzzsi8bAbWGaYf
z<Li^A_i1f#6l&~d)~#nIhgZsP{MoIsH=cD|XG$l;0RJPF@hN}uNMu}-wNh<Y`2RHM
z$T+1&aiCxLd`}e>ZOn{%ZN<YjjZu&(OOw~@2o5}=x~tFzj5CPWSOed-2T?d^O&o&R
z$B>rF@~hB5quyRggXF5pXx0ld12j~Q0R<BkKPJ0=j6*fHXOnk7+JvLKAJ1=JzTGS+
zS$0=`%^G7`#cTNbuAUbC?b-<^keVlb0~Ejy#)E&~I{+_B2bvQ%6rG+l(cxiNrMib;
zfN>VxP^3mti>Gq;&%q#3!(!ygup)_3r_AWHL<i;uUsq~8Glo3QJsYevtT@##U2RP>
z?6@v~x1>KOQ&J?rS^@y#8>DMMP^gP)=?{BpsXD|1xxt%E9CRdrRjaD_G#cxp_Ux(I
zfYJN?&h|}G446uIYEq`c+3~Nl)4sFQ{GUG!t*xzXRsMja`*d<W^UZ6vcXgBdPJv%J
z9LqSI%I1ScYA1q{)@GxQrV0zoqhm7m_vg3mP2RjVD*KxCRU}<d>=W0p7+_)-5i=I4
z5ldvaEk~Kc9x`w%q%{BG&RS18;K6-(9(HpZpNrM~@)J)o29PtNu*y3tRWXJ1ncP6=
zF{TSpypY31Xiz%mOFOq*{3Q;V?ps8oHmE>wO&GRP{-nkpM50Jb-U-Jd%q#_fTe&%K
zDkIW)WM;!KU5@*+(+kdain)Lj**E}tDTu}Vnrjz30-(Q$5#}i6b~v`~9`@>IKeQBt
z#URt^?M>(ris4wINI14p@_6Sbpw}fs@(qhEXuk84p1xQE@>RVa{65TsW?Ha&<{U+(
zznPdy7p{;=G%FI6H+j~qV_v!2Zz3?9d3!MH=KwLzidUF1)8b{p4ck0m9+;9mzLWef
z)(Qizx*t*H7XiYH2V<3&1rEVz5RZqX@Eb}%RLTsv|3#SAMVU9g&QMLVlkDV&n5^||
zg1U@772^Vm8fO00oA<v-LLY;2vmPS|K(2pg-76|C9)v)Fl-E$8H~JPdKuyel`aGja
zYk1(sGZ?P&*|WyyPGP!t%o1g@K1(GgOr#`DCw&@A&RR%~f1Z$N%E@fOz?eYK^pVq-
zZ;XlEfhHRL)y_ym+?wL$pn<j{;<OzgQ>s$g-EkwOzna>CTN20FAxacgVcO&%Ups*d
zvN1(cp@(r5qt4!In9gTBz_1Tus5m-!=>(lsm2y0x1dRRE2;j*KK?jXr2j^WN9)Ss$
zta<I2bl<6h@;)o*@TvU#XkAcKhlDR^F15^QNyzryw~)K1${YL16nQa4v7IgAh14?A
zYi<#1{CrLZr7GO`QTrkYp|kq~Hdia^)tGc=_e|6$%PAy*>qPS7og_#~w98?x15_A~
zUiWZc97|7VbQ9jM?#(~>6_p-4{rBzDhgL^Y2GCy|_fkBs<2Btb^c1di?*+S0GWb_X
z(;N8Bm+{);glLG4Dckf3d&n+6w*dkUBF?uKEZ^D#>(c$8RyGLdDMT;hJu$5YulDX*
zD)&W19L2~xzAIWaXZZJs<{f4o<wvGD<66S_Cz0}-btnbNOtUZB*Q{VciUBni*%yr!
z>p70+x;E|>bNItu!!m}u7M!K&P72}t&#X!3*1P=fuVGXdNOQN8(?}Xwc@0i~O&5kc
zbG5`sBIrzI=}(>j&CV0M=hqcIKdnQB1}K94goU7w9&^_FO_udGxqDad*qwZC{~>)G
zdb~ArYLF?&pSAn8EB~`v+T^TWSCJrB7Wn%0Y>0t+Oiks*-kXFdi@cQ^=g0R}M={CJ
zKlqS>izLY&>AT-nkQKj-8w*cqbRWES%Ks4pRNS|5uv=-egj$`iO$e?div{V%b2fb4
zZ;Kzc_of#`PQ}rVg^eODQ?-GZZPD?5H8w2?)qgz=2n2M_(RCtx;$alSc1n?-w8_G$
z#jTQhT?)CHCn3|8(XVAx>shVuM!TBzo^yWTCw`IkBg3lNc6wKy&+g+7GpobNY3yx%
zlz^OCFif<vCq?dxaiPkA4j>|Sya~?7#^f)H+AA6ffp0%M6L|&}c?KL0<iUkZ2-=Jh
zLXFDbt(Cw1ZHsvf@Z;RZU4V&X!~TO<$DsXZ9Vuyl+t<EaMqO0&M)#{4M>OrlG;75M
zEu}3-#xh0*hYQzVSM~uaOvFowKY<}L<K}j!zQ3hV(*XT0VLw^xE|Z04f>;a6nRq{B
z8JwaS!h8`(W!g&T|A%QQOpEEBMc!9Q!2!)fP=eeD@31&Uf+kjuUbeHBrmE`NQ4`EI
z|3kI5>f?~33K5%mSMW25oHb4R2#M|(U{iAunr*6VSvQu9!UoCH9zzk>jzP7w2J);M
z%6R5rBsvBSB|v3gg3H;ny5Rxp#AGp2zv&?EVIZc#d>>w7b>R*FlX#KauldMdaJbIK
z`5;lhCDA-Zg0|d%u1eU0M~vsS+HC{&=?}}Hffdw5x{%J8@dLn>w_-39Zl-2R`GG{J
z66QkA@ZJRleOdNVM6F-;T}zG6;JTAY*hVoM&4KYHh6qCYQ{ZD|M2$;ElGRtzNu~e{
z5xFAdAA$&==1e1Est$sYmEv`ldM+xKUUQ#Pe;4It1Rq!L<`#@^<1QyDfD8GEX{yPL
znQ>bk<)5zJg_+BR?d^r_pC`2w*C(~<Y&-QbQ_f$$&Mz3X)U^7%^E)AMe6wchaj|!}
z{5Ry{dU|XApeiZ|fKIS>L)SBt2;iD2Gld$vQs~p%ZklB<)h%F_oBOa6UPge|23nBE
zSDr~LWi>Ag3yyuwrh9;fTd3lW;omxgeN<G~aN~9Pr3v~Vr){gF5=c_rV7~u(<b)zi
z4C2p1dcIVeZxsM-HNFXOIpx~4BjNoRqI`fF2IL(;Nhrc~?&B1J0TG8)bLRg0yZkeb
zi?h=YDB%!X&gVlgK+%oHbfMwvWQrF{7P;qL&Kk;XVqkm~Xc=scH-qBaZUAX1cxNij
zbpYwtHQJU!hHtrp8OcX|W+Euv^p*+%XtDsexXW5Sm=o~IT!gqm#|w*>9|LN~n7==l
zPb7gQ)8GL6z!T`OCI>euRvCT>{?P&?XB0o0e~o9(4EEi898I$G1Q<2!BIvf^;n<*E
zkTqcYPzX~;K*U)3;S6iE6ybp<@qt5<?kK?b;geH9%?lF+vXOp}go+T3(Uj06BI9^r
zX?uhh2z1z$08SfOU$ZA81km!)%`_Ngx09salBkoUjSL&Mq+0{|J#H|ZcHG^x^!ss{
z(+Qu(K4vY%CmVduSk_brZ7_#?9GlKrDpt%nNY1uTxSdfGEWQr=GHrXugdE>abn4=B
zPR0lVo_r7rp|5O32U1*v`C@sALn^;Mm5_qMDI^b4_L;A6Q6ApT%;#j;9K45wAffY)
z9(vTW@i(f3d2tF@u)1QyA=n%jY;iy?k)^cAZ!>f-Zamx8L}R!x!um?<89zu45wE$r
zWW#D6i0EflH{_&6q^fCl#qwh!klN871=5AUMW&v1nxs!&ahB`jwt_C(0uE!39K_fD
zn9xsB_w=v^i$}z52f7RUC{OTv+{-EA;oLc)J;)&sz84f%K)3C8W5}d^$)Xb;R~J&w
zukm?R_AaM|aUmC71zb}4-dd&ux21xmu9sJ?7;;=#eig@m7M>8fE!Yx^zqk_2^b_n=
zQgEPb%a#6xpy8zH2_b3e6q}GcP{eIixC_q*gw3VQyu<?m4hpDi24mUm&+dZl6Faxe
z6yh$`yfu_emod2LYP;hH*a+lkA_Q#Hl_IoK&I1GVk4@fCms#+(M;fPa%DP{y!tpmP
zSbmbJgJpIg5As#Mjs%Z(w3Yr;lRT2H_^&8)zjtgguZ$w+KFlME-%EHa3yE)!m?GJi
z97qrT*AfY>nCKj=Zxy0%eh+QboNV4U#hOXsz0S!}?}oEUs10S^AyIV`sLl2N=9Q}T
z)>@;_>{6?IeO(FnxQiN0-YvKS&5M7upnj7({*68DzTuEd$PL8!Ov7K*B&{(2l*nn`
zPnQqMzr()zC=#5_JW>2G$v^-F=etj4N;c8ZF}%9<uOxYNUa~y0;ZyoEC5HqMFKoRo
zv}jNe3{n+<U>OWRXp6DH2tQhVvyno5@685TyHrW!b+i2QOTHrKAy-ie;wqVj%-e?N
zkgJF#2oxitC5x?lzft6Z6n(8;5`ZLzYzawn6k&A{V$mFRoA*q7Kh{{Ra~Nvfn$pal
z8p;nq%-u;@luTKaF`SbyWKR_aE51T$L)tlE!GP2+P!nV{B=v1(!`>rzqOCGOx><bS
z6v%R(`>kHK^yyLcr5#_T!s`*OTFVhlX?xIVz*FxRCH~a5q(i`Tq@-xK>%Lo04r@Od
z##2XC8tQbA4-}+bw|rT|7$}=&!9Pi?mHH=e#$YZszBhBooUx}9{rlEY;#0b2FDVg5
z`SNBYJWoXO5wI|pr1+(YC8n3{?WU=z3Ubthvds^vzN^&vs`-+K-n=hZ{)3&+ha8(;
zNElZ`KSZS)3Ie<u#+x18@ttY(Ucesc;U{@CP>Z;tt${DyH8>)TV`w;@%Ish8c{~-h
z5TVtJXiFI3fz<`sc=US^oBJ$u;?ev;sssIBS`;KjaIS6^8jVC4(Y}9!?Fs&QFSbD-
z44vBo6NEQNQb(>)A#|_r_#oTaGzV!56k%SIgH=puXtc;<Ae8cuXn-W=5MZ~PLcm#K
z(FO~a5^Rc?#hb5bB4{GjDPsqswFK3N%YNQ=60Tr%bWGpgG~0zvv!pA)n_N6z*}U^!
zyE${XH$J{MzPxZa{$XP6x;80&N4S2{(79t{=J1UrXVGo3d9&xu_u=($sTNrYe{XyH
z!a`tl<564XUsd2!UhUiXTVhQh%acKCHp-Ucp<7I@H(4YgA)|sI|J(EYl4}!a(zfs~
zR=kC)TzvMfrfJF3d8Gq!6!cNX-Cttt(K(sBKR}OwT~+eNff@YIZM|2Ae)iXwe%YVw
zZM6Wz07O9P^!}5E3%U6Wg#diLB-U6pcN8FiSQI{iuA`8f^Z;B{2_O#Ey8-CqWdJ7#
zB$K#01%&_0;zdINpCS9@n^!F8u*DQL9MBm^2Sag->#O)#B_3>7H&Uh-N4&v|zIfq{
zu^@npoZ_qh;8%PXn?7-NT=aPL+3~y?AqC(B&0qoYC7{mq)D}bzc;s(n_QT7P7)9g{
z*Q4BQDXaO8BzvoW3E=<XKLkaw%1VZBl?-)#`Hfzf+Px5YuH<N_L_P5@M<DzVESQZa
zz!D_|sHgwT#VW5mnos)rpDI}m>+0-1cEt(#bO;bIv$O*uL5&f5+>$N_nicRJel31o
z!D?z5&=r$*ZIFFa0IwY@Djv=p-IZ0K?DAgmE1P*G?g?NzIGwqc**F0#6hjkewH00E
zwTqd<zW`H<^6CXeBs_Y}2E6w2)W+7`Ca*p}Upl{F^42ZG9{%L+?lm<Po6z7}WTD+@
zZ$4(MQ9IDcq=7#0m3F+8$nNcYwG1ta56S}pAA4e;wtpjih&H8)7Y$YU9RU)qsH1SU
zOSLT5`2+ZM(+KBT+I>7Xr#*2n)MzZco{zbf+jVw+B}l-1Y0njO3d_g4{xX*Ojd!5w
zdGuj{_n}n#s3b<@lIK)z6>~oI%Ys~5;yAacNRZ>kx0Q{Yrsa3Mh{H$tj*;(meM!1Q
z+8MuTr{3<ps{C4Ppte=ym33HJK#}%LZX^szi$}+&@)BOJ6Fzw$eTQ}1?o&>UP)bUO
zh}^;zPP(Oi%RBOat4QO2RV00Ku+~p6i*{B4s3Ove%R$%?i!FmjLh$!kv4>hU%`i?%
zL}1f3NE!>P5VBtt_@NYRdqBv{-d*TLZb@wVS@ix?)Lj8*-2WGoqZH|Qr|s}~$9t2f
z89S4q&Hsvsg%+yX*yTpljgVQ!e(S<YL#?=XPvtvITH4O;o4xbYbGl!^`?W;3_<iij
zSd_i`U($%!cWbNeHmE{5=rma9E^TJz#)KCMo7lULtE*}~@N@X*cuFvFj9%8GF5wQ_
z@~=f+z4>UtBSWML*9VCw^mtfX1x7W^R%OCO$6NU&SAXb?>-e;r9#7w6<cFQ>GaJ#1
z9r?~y{Ii7NwD^k0p6Y*pjqzU6*;T~}2p7Dw(rtXAitl)NCza7w;%1TY2U0d7+iz99
zh-5|URLf8bE8sSQ`A7{N!oUbo<it8C0x=drRfop0Gz#)yE{LfR1504kjgDKPagxgR
zAxoOITxF94<Ul?#<SPTpk`98hOdvDvpe5CYtZ2^2B|JbSOGJb!L5?)*@<3HUvRvJC
zr<>y#jfpR+#)1wK9)Dj-7a|)MC;+5^%j-gtf4*nRh9SHNxq`#ix7Em%<e=#eS^WlA
zzo`w*e(RnM>c-ltzNfSWId}ycR8%(d^Hn|{d!3cqo)J41K0|b`huGi*q6vcvQCtw{
zt6rG7$;W}w+snzt#|6di&^yp`06F}F)9~#F0Oteo7XXlT_dd6Et!1vf9dYHxwsT`E
zhw~~Vwn`mmDAOB*m%)$RGy_F&?E&Y?)Zy^s>M=85brWH42?UO7GC~CV^AVH8j5k3?
zHwfT=szHvQNHLZ#p1jaHU}t`#bPmX!!jGsr|J|y!sgJKM0*;B!+W_4c!TUG>1f$mv
zx0K?Ro@%TG-(;FU`kB!9A$D|;!ciuK^uGV&9RdYH>?1x2D-$i;b=kL%Dnu{uQs9Jk
z1tQv1LMObo>?&8EX8GEM%ZAM>XAMv0w4K^@=f?%bA;Y;obi3nA<cfJOeJKY<bm#u|
zCv5H$wKN702M>i~lwm}H;DGx9Rf>EvquqZrRil1b)=4JACYhWlK2SwGj?(P^@U*tj
zc53ymg3#+wHj~1cCgv+rS=HWm1-7CiVy0$Bb7s7Cm6c86ZS~(=ti4^4He2f@mh}cq
z&J`l_X2uG@{@rzH7&|xgDi~T$1Gd=QncuUwaCUlLUTRiUo>3|QfL>mqp}P-%^@P-T
zRtCzy?+9!Oz<^04|K)*9+}bEQSN7|%QN(sU>H(5lT<R;f7Ayz4KA!TgbYJx7pACFk
zFm${AeMFMvM{rJf0dV8PkD{Cbb`KEngCWQO@?i9Y&I!ZG<=P$`&@Vy#87{*1lS5lg
z*nR8e2!_R4NpL6vFr;0a^OWZTp@s3~5`b%;FWI^Kb49?Zb2g%S0BCD8wo3AHWBU(M
z5ML<~@h`Z`k?uO|qzdq{BTZOI4}f2as~SB!@?8YGwJg%%mIfk*4XxYZ-yU!{`u`@2
zBe3WBy#Nx=&VOBBh1E6NiuqObOy`?HTHDK!OtGJ&I4f>hYv6q)=0yMQh-T=7^U`03
z@#^3S&%=Na83HWq04xE*$1%tP%M`2&<p~nlc>E?&z0`E-bu{N|Xovh;%mWAYY|?4w
zYc%w+*krO<i7?O<06zsLY=g_TCV#)iG|r-za%%`_!}ofFvVfVyXd@eezjioWf4{>)
z=9#%uQG>Rje|dpp&Ce=bgM0e|sUm|MKZb4&4sZTY-&cR?pr!Rj^HK35&6049O0~ZA
z5H;NmW(htMVmk^OO-0oOTl8(x1!^qO_U()~9MNlOBdmA;Yx@z2*B6MHKKl^7=polA
zM`#7#5qR97=_zVuZy>5D!1nHW3uoi5G*wgkYV%G^<=jd8fMh>B)rcxqwULVu1@lXm
zl<sb#n4NT5<7=NTf5MG@b56$cs)55&z&`?WhKA}te8}G7<woaCB&3lW&wY^a8k3di
za{I4ZJoq>e7}xAOfZVU+^vPtq-WC@Kgf1?}CpPOZzw++3c@;uE!)X21<6AA<OlO!X
zhW>#lp5S)StX$MUrOzvMIt*~I@{PT>SifxGT=hl`{L;MeTH9WEoWIg%pl(+z{pAhK
zt29#+sS&&Gx+fLY8aEQpVfZ7%#w3RJ_m4vf3QL~p)IGUVc772=sR02r>}=##uL=o3
z?yr=-U-1lIn$<!*&dJ0e<eB7viqN}UXx%&m^^h@5QujFr9JZc4Tg}hk5ZfNweE7v%
zy2sBwUVV_q4A1<wBY<xC;dC5N#pds3`Qp8@dA=BM%GPflD@L8SPHWx|4~m)%oZkr4
zQK&Ofosch@agJD0AyWG9@cYR#utlCtt!?pU&e^aV2R!q353Kh=?!Rx`+eOYksp(DM
zE_nYzXk{)x0+6cdvo1zPHt}awAH5wHoO$;B@BKsGR~gcdL9$^`Ag|eT&}=|?M&T9t
zk_N>X1Itj(pSa6k9OTn^HDAB5h8C||yj}0SdK^>l{{8VQbs~9D&xW{IrStw5=(mIq
zp6uRfDT&zjK`rK&YIb^SN#$;T{e2(CiYr$0^H)Kf3BN7-otgb-@w>1NZneRQcme-N
zOJRWHmf&E?OMEw+<r$uZXPnlu%syib@j>=x#}xr?Z-Lx)6a#iqU51tcmoZ>*EAl>c
zty2*cxb%epB@P00=n-=hdX9WZ*8f66OCH4NIdMddLYt#tkdB+gxfBp`m*9@>|MUd9
zfS#b84=f?rrTLRQLE&c}>Vw4AisNNNG-6dm;(Mv)!p(z_svk^_RUvkSD0HM4=2U~P
zkCC1+5b=&>N(=okcbAWVG@C^6-V65ULVKT3h@xia@<!(pAIlO_$a2o~#c1$pzo~NB
zX_awxW8ZpXUqPc<fzKGs^lVgL<L}4fQ(B9oxSMl?`+8c@;^1>~FYQ|_etTToI<O0u
zSz^*vB9#hv=rYABfTc||U14v^SP=q0xesJoc`fL>#EiiE)-u=L)=lr;mT^cJnzJPI
z?+1?HkVht@=O`^MjPmlG1o4OWETTc!_HJtNF#@=IjSh$7OJO#yNO-UTi}K?e9iD{#
zm1{R0rwJzq2^<;;F^qcLU47N23|!Ec2V|2h(Ja*M;?YSqA|g)o=|-V;tfPL2Eiw?C
zU;*)pObE&I5e&)3$Hl>LVozdmL8H;(^h{5mL((4Tdv7}3<2$))PU7CEU$v9-;okJU
z+$%LuE`Xv&B+oJWpcxWIea*DA<J8&>A*fMkD2McNe511#ftt<oO_Cer!i>33DY@ri
znw!4dP;8UYAcw$+cI9nA_kj{=2Rp*zz;swk+p=t|r9>)`u>(1j#pZ5;JD-9uUzNCE
ziwIAB>*&}s9jWnA$@$6JKfl@@+<EKddpJJ0yEZ*t>gLvT6!`b{;Ji`VqQ&z+7Um7#
ztG(R3mnO$M|K^j#`N<hQZ<dmM=U{u;+kL)=!Q{8Lx@Bgj-ySNxaiSqTeDO2#d-XUg
z#&<~|tBQG;fq9StwKl@IF*17ukiOZEp}QuzM^t~%tw6)_%+REyqISY`ACd^&JC=r0
zf1888_PaBKa|aX~zwV3KU6~Kv0NlMc0nnGYB@PT&1-sOzMS@2p0YU+c)TUBdY||ka
z2nB&*f<l34h3<L=)Mz*$g$D8=v4C|5pTVCc#-ws?^=dVCZ47RxivKbIcZ|jZX3On<
zXJO^dix)Zgl#2!EhELn)zZag38#~2LXy^mzj+eyT<;&~~D~m3xe==wUdC6JYzb%hN
z+3ov=Zx+i0OmF|N00MV}2ebakq8~wr9&`LuCj{zlnENO)?mVn}FEQ8&f&@?sbT&9E
zan?+Wh81W#2`LboqK_rIY!d+CmP|b;JWx4(a5)s<JpS@eA^{XI1dPV#CQYLvZSEco
z0Vnz*cPIiFsI4XSMn;{i-L18m9gaVtywZKO<mkGfqB!jG#1?7bW9akz{qxsuk01NJ
zee0p5YwYN&qp$hINaZ!=6S0FfgYyl$A+Bh_(RLFQk{qoS&K@uuP7lnC;Rrv{$>lH#
ztTMqJ<ArUw_HA+<5>Unq-({$~5$JDnc^VQ@7x2(jQJKeHrlQKk3J9Y4ck|88q_sH(
z058qyG+2Zpd5=u}dc-oWdS)%b-46aE4lL<G$EVmxL_Nfgac+m(M@CkJX;U|EFg@9R
zoP)VCFM4nQ?lV$`X$bpJz4%r@&ZE%i^rc1#C`KxJU;85|Il`!fJzP)<>*F*rvqpma
zROX?veem|@85?p5hA!y=z#aeH@!{xE?g!f&eWl9t1tTMynb<3zPa??l0iczMkM&O}
zZPNnzTyXzuci^wm?hNdzaYnw$G+#=Y;r`#D+0AygpC+^4LJ}9v#vWKp<r_m?%(l-e
zTSO1Qo#wF(m1s(MJ1hR2%;?(X1A%Bn_$+-ZX(bug)|W@$R@fuu1^BBAJ~E7F?6z%I
zY&4i`<ZO6Y7#uK8@#f~TmScmS+9*$a6uc|#-1%}*ErF)*{_ja1QzhbrI)4~Ul;3Bf
z<NM3TZKv_C47C(BM!y)ygOEy!;qMV@b<}B8-JzW$<%@4R66j6S-Aj(;s|g0qxF-5;
z&963Hc$S`>wHEFS<Ldt|8|h2r9T%LAIW(6AaSnv?Rp65^-gE!0k!=rJPXhuC$p5Am
zzCQF{H|Xr|j^fi0b9(z^%+tvJLyl*|x1zMyN)^1B1#@PR+1X_h`3MCod&Q#x5A9VO
zexR?@_F(s6^$`-o%$b&wQG7mzVmF|3+>q$8$H!31sdPX|P^Bq85L#`@LWLz_eiSX&
ziQo$N`g314E#bqueh`VwuNn|9F*hWSw0$;^4pk(pBF$?3{8Ix>GB+f`51}ajBZyiT
zLL98lVbwtpj39my`6JDynwdofmMlopvF=<+lJ2-9W9S|urZB>6ac5eLp7I6rycGe7
z&f9tYw_T=`oDxnZ+T_ckRYZC{sNzFNC9xi3)%F#i_=aE25#jS2wPEWsWR`rDjaPva
z3mYA;8P=Oe=)3L)a2YFpBJ1YF2r^od9gl_IPo&??p{^nexFc}depmYlSmX@*lgxVu
zWRNsdb%O5}U~7CAWIi|btT|R2vpMo{K_v~Qj~RiD&ck46{02)flusH%L_a^I;vxC*
zji!nez4=J+1dAe;D{qixSDctJ=P>BDZ2Mz0nTF3lhjWG_dWBUq)P~2Kk2>0VIN;wJ
zn^>Y3q01?<SrsTjyFxKYpdNJmbQzk6=~4q?cifm1+)z(t_r&jXiTemV(Zud*zM9o2
zkSgaWs)jQr0_S2!lDW%4{@(V1=^s5zJ3PEzT9LrNlxj8SMSLmc`&H=N>C`u6{sD%=
zn<QLNkuui7=ulxsTnF_7KMnc#oN)4v_hsBzNO(0^<pMC2M%$K-u@64)(p0Qcv?^Yz
z`tJH8CULN&3|o*JpY?b{-S5a<<4VbJ<T)OF+P@hR@k2vT&(OA@Vpwy3IB;lpXvEwi
zwWUg~9$Xjf>E?QR+Br8LauIZKaaT%8mY?rTRaNxt?DPKi%<DI14)#XHUyaL3(!|8b
za8`BQ5<3D}Bpb~A@YNB9^<gGdP-yc%n=Hi`Fg?l{Z#7$!+Ymv`zxi)yHqivc%xk~@
zQiC&i$`b;mAv1we*WbUn<E1cm;#;y)vz0Ysch#B-1$5KL6Wl)^K-PfR_4cEX-ir`m
zLx!h14kWCT06?N6Kt(A$k-#8xej@={ui{@|T~*YQzK@huiw=i3r~kcjO5TQNZ$y3G
zfcT$>wZo~e(=p&Sy?+ON6}~(Mzc|y4H~D;yM1zQUVKRK}%)Q8|KD;U0wV%!ERDKTf
zHVxLgb$??z3$WHMXuWI8+#|&;MMVs!SpOXfGl7Ed%<tbC7E=h|Mr<$}ZV!n5PR#gP
z?VQM5p169OVPlZ#rPi7aAXJM5Bng07D36~9u-?q2lU{-&?zhA9AUH1ha;XTG6XZvM
z%Qp2$BAgY=MOgPo{d_!C2|i9HGvPscibM(+t1NSX{8+y&U{r`z4!JgcM$ypTpsnXw
zT!)nex~LtvHZEt~wn>06XB806Z<6YepX>egzw6an)JPhwX5Et?dU)hvW9RS~fwih_
zw$I74Y!rAW0`7tONd3C|OV>nC?`A@R1AT(f3Vr*<L&cZwlb<k&*`snA+Puy;z5vP<
z!1#JWwzqmtM&)qOMPQ4#CR@B93!(hyXR*L30wHPh&m%@Niy{<zpg?)_ykjq*$*V*8
zx;v0-Fi0YR=!?}F?qo3?=_1=c8qJD(fDJOzue|5wj8+AtwXjHs?;L&+*76A`y|mY+
z{N`WWbgR%uIm|cQC&}{Ca*J;&Q0eWZD8?L_VFgRYsJ=JSQ(8T@dih8*QIDXl%c)N0
zI9Dh?$KvAsiwd!P>WGo5b%VpG4D3~wcK2M0s{CQ$@=g5F8PM|}?_^4cELM;zmR<RT
zEaoTwrw9mMA6Q`us{W9~zq{aJ-r0-#=0K26vdl@i$6(LI^cyF8y$*G6Qkrn<>38r<
zF$Hh=)32BHv5)0#d<^?XmT<C66F#+YU+7nE10!`SPQ5rS1&-7|BVF({+BVZJTMd4|
zL)nQ8{7}d@^?McAGxFLm^_%``LbTK>8t^<?FF{MhKYsf<uA?mio;=cY7H5$5a*8+e
z64MVV6B^&%e;q$oZ}N)!qW=DITL&!=uH1Z~E72ls$SHM<<U&5J^Yi@sZZ7kp5*t*a
z3)MNninaT!sZC^D(%rbODk@O){0jS{QhH@!BPQ4dj>iRwag>KGU@JDDd3z(ZvkLwS
zzwWY2t7FQC<a3+1?2aF`bn2WPn9fWD1wX}h0hVP1tmsjzID!NO<bxfSA`viPY<d7*
z3Zx{~h3HU|wTi#^aE}{8su$UjVO#l<Sev*r&8`ylIfPppq(c-V9<4K^smTUt&Y06j
zyZ8bjD$pPXVtYmEYC%h7$8GV~iUDHLgRl4;VqlP{;6Nj*LxX9o2Ljg6dAl4VV)3nu
z*+Luz0i>v&qk(^<<;y>@t1G5zoZW^ID}IBK2fKucwRIWJtqJd^34t}Ab(esL9=k0_
z1x?IJO|S<Z)ROuB<pL9m7urvR`JND3gxHoSbYJOnVqBCv@4;+z{HKWhMMvj8f}7Ca
zgI<8qJwd{xP2|pma$&`gB{IDQrgpIJFkec`ux+`7C9AOJrDS@Y3OdZ22_44E>M!0)
z!)8qyJ?7UdK;dt1)yej$Qej=Q7BJcbaI0COK>q#Y;zZauIs)&$KGtdb&<NNnu<*z!
zqdf;CT>(-I0^ndI;u=EXA9qd`;Z5L!pwz$+iPIGt;uR^Jqp)>1`T2f5a~v@ndf2*O
zl&n=~cE99)*vG<VX2iRwm(1JTRfxJcl@Vr_`@7`XIilZ=g&!i%$sYOsSmP(Sv=+Lg
zr@p*BC13jvOJv6A%JI<a9cdH1Bd+~7M?HNi>wARYQ!eTsA)?~h-&a`JMrJh2hNxBl
zUCSZ%cft<q)HPg`)KzTtO|6t(8$UPDdZMV|`snGy6LqsLeZ3vu_ZyF&?ysZK!<(BS
z2UQyMD=GZ^<(gW%PoA2me`<Un>*wcx*^3>#fz4=@ko9x(ygc2dZU@)%@i|9F@6k}3
z?(RL9ovfSw{q4D7({7o0NtvmDn1z6Frr7OIVpSvZk?WCE8<B^0RBjuQma$of;0xh=
z5(i+h?QBSd*Y@GO2%|(p%VnsR!B=KC=<qJiMJFBVSJr1(AUPg#9#${RvsfO}YQlD9
z{uK}S{i5;ImtY5L%f~pvYYP$T=5#V5XJ-5G`*F&^s(pv-5HQmeofCyXLvi25k1I$B
z{m*Zp!}7=ADSfyakc{XNm>6~5<^e2UYGh9Pe)c;Lbm7g3m%?!t>psY|tqcFgtJ$qR
zSv@lgE%%n2WE;$Ho`wM&=pX<_(3B~Fb7{$sS7?*lcXu>otVm%LxqHYIS^W^lrInA5
zLtO%|t*#4$9LxhlX;s1SKf`%{%Dew$b^m$r6sx?gfBF#{WDV@~1E``0JQxkxU?sWu
zC_t~6arH(B@D;Ta91{9k{a)NFX(AE(v)4Rk;P*BE@U>pg8mRzF{@vPJvrqbb^8LP-
zxeR}V8>dRehXDd>)>nUv1&4n8IC=DFf+AwA>Hv-9hI0$?+_@(&&O1rR&|xwRxRNp~
z0&qdo1ebu(6?WNXDY8l4W%&Z7OpgA|=Uw2!2B=m1+rb#dRj4JAnJ|t(ok;HY==tw#
zyVa*Upk;bIngpM{t7pHF8wgcdN3~P`S+Q3TTRevL$6nsrRiyO2cL{!L$9wYFoUHQw
zTX?(nyz%Z<-VG92j?Yfcn{RcKauygPtdS4dGm0pqt1(`b$Ym&liFj5$zh!N3C)ifP
z@-6EO#k<kFPc<^3U*-~Uk>YQ^l$tERpelE;qJHGzqQ`vicC7lMhlO8oRet)EYedpc
zqT;<T#wmK7oX$hWdYSXh6$@!KsnH4v46^&B&2)=q7fgNNgmVF?YjmagT+CT3g!R=W
z+M2-R#JYJP>|(F#kU3!nekJg0Tkex^UQGceq2Q5TZR|aUomQYNDJeY9wq6r!NssGs
zs*XP8_~u%0qwKdzmumF4EZEtDaw_u2(xi>Xz{dh~_my`Pvz9M#oSyWn@Zx&@yi_Rb
z`Fji)la}>M`_iv89*F_SMEilUBB#foD$Hj~hvH&2{t-BWEV79$kivw`oe3r@m{x!&
zQR!2!`oDsq?HIWF?)W#nq)oWi`YnB)_i>@Jr1ltZVoF#aTa=Gs`90erzO4V~1Un&F
zw6>x?W?6Il4Ocq{mpqs5Z$9YR{S;L9oFLHE6Y^DH@ZpAse#s(}Nekg{)gn!^am?Ma
zV3Zd)i3j0f3KyNb$&$a1{3Dm08bel7u|y0M#V_NRxo*(@7zys#d%9N{{2AP3;mTK(
zFq|6Dmw6SpH!?p=<9?k-KjwG&kw2D0_RX!sn(L3_#_yD_Baj4VOnW$;4QBJpHoysf
z3xqNkcfTNuxv|tB#r_xp0}(1gM3^Z!=@GK+<V_pCfn$lp<iyju{N%y6`U1#RP^c0_
zaJUd;skXPDl&|p<BP9HZOiq;6t`+&e(4_Ra5fJ%D$$zToAZ|!DNTP2w0MgA(skr*J
z^1{KfgVeCHhX;gGg79U-BE>#MQjl1+MKY-T$ok~dO@O4gx$>RX`gUky&saYu<eV<F
zpIY)#%5Wawr%I#b_c4!4Tf6j18@qy@1ujiVXe(0pQ@-f_L2}}TN(1|DJ%}wA9UTeD
zK1CyH$pY`25;Jo;(*E(L2^OJz=jHysYKRA0*|AaPHtpazDU|SC2_1He@6E?YX6N|b
zOp+AdzNEUQ_!6tMPpnjpMWvs-3qG-yc(ai3OkYhqh<UX*m<QSOY9x!yUa_^k=aGyT
zlA>ySZ~O8@{_J<e&!0c3WBSAS7lnTlU@LhDu-Xwn!KTxZO#W!f!iG+YRswXG6_D{%
zsK<|sTL=uGv=jmc3f}UidU=##Mn5SY-uo=(@*SkMM27Lr!GNEi6E+tGuu-{G1}15N
z@7Z6FJ-i7-|6v4ke>^c71ygxhTS=1i7K?4IRmuhh6c}3FC)#??_(vpXDK@igN0ot6
z$@@6&%4L4OR^ofLOBs$`QgNO^JsPQvCL<33-ZnquXB^RaPBtAx0=n(NkD*IS>!!Wu
z<KF6tQ#3RwlS<C&-KL|N)J}_gND!CDg>AQ!^9BK4oVes|b**=Kwl2dW52P2pOL=*k
z`06Y3^EwTmO-+y98{KAg1`oQs-#$Barl#4C`S7ryVA$4f@Ae?v=(+E=>f@IlYg;ov
zk3LMilbKqaUx<4{*15C)=4%@O!?tu=>H6>?Wk7geROCU6)RE<j<riM(?w07HLjLgy
z4;C7zdoYcXCF(jGxwzQ6akN|41Z;P*kfVUc7#XS1#)3<c2L#WjD?JCFe`33SBj4Dc
zK$-mC!J1kS2V}W;OqjJW4iyd;-(V(ys~mx$P*D&b14P$_BeV|*m%?J>kTA6XU(3^j
z;W_@M!6TALxQM^vQdm%a8@q^~UnOr8T>N}#zi+4dpWn1_2M@z^)%OW6ssOq(9Co7#
zNaOWw^tj>yz<3$B`QGD-Dd74~*A2y4TdnffpgD8*$rA31>9BBN9mS6u#9Z3?-i>YD
zSH$IbjLbIwb(*s$xeikpMH;;>Gjl9^h-dCzzX>@1>$12YwM8J;CRH^>7+(9CjL9>n
zT)ehL&7^kC*vnq{IRf87atXHM+JD$^%}MT4gjMdV>8O;(!<yOw<ik>!AfV$m4{Rjy
zI%6RkVO}a!=7<%<j_$zsPdVPzL5b&QTkE9X9ldZ^(X^h|_xo$4HKhIQne#&%J7e$4
zyg?JA@iarD&zXka!cDv<2B_5JFDuZDVw#uK!1|HEAN^|)h9@`=R>^eTyk{&9sQD)X
z)}!Tuhn>#J#;?pep2)Jj_)R$AgwaieZW5@4@=No*#Ed__pBlPodrh`O7+yX)gWT?w
z9AfDAT}GXOe%*8DZ)5j)m8y8VyFtvx!tGmaKd)~WTxB2naHO@LHW(@=k(5xh#pj$B
zr2?&gZ@78M|6~2c!q|39#8lub0if60JmdbGmUOtt@}}=Wi)~e8WSi&VE7P@xxwM)b
z!zy*L2;TP$@jM77`2_Q<YK@Oes;>SmKOauj3$~;T*d5{EC4puauM90(5A=ifZOzU2
zj@Eo-^!>-BS<^fRE6V<+Kl8tJH2tAG+jlyDFaerLY_nr903Xfi^Cd)4TQ!tCoww^N
z{O4Y?wXgYJ{UbhPOT5JKsl8}vOUSeH&!Nch`e^FAG?Oc~?(^Xi#OZB+a^KLF9hxlO
zS$gnmH0BR!T(wvK!smF|fJDAz)Ao{`E2q^YuGt&Lh4|Nt&MZ-n@D|Doe4c{Jy!cmb
ze2euKPNFw0*uLE!-B-SN5mjKTFxP$0>-$0Y!c1#Yi_MVG#ie7>6AHiD?YIxdYK^qx
z8UwS(1y~|YnQv08spCbz!1;*3XL>K5MGqW-FY^Sa%V+QM%)0d28U2dZ5+FLMHz-V;
ziI)DvYq{RX_-T{H{Lyh)Zf3vht<PHYxg%J%Ycj?V;7I9(%MlNA3H1i4i?p`I_P&IE
zBQypDssXnypmp_POS`F#cnM&jSHqRc1y&=JS_xDk<cR^6<iW}%+$P)ELIkrrl|P(9
z5vv|<B!11&h-k`ueeytENIhXNqBM;bnC|*;(uQ9?Yqbh;o>Nt0(Ii*0zt1oe(_KeD
z=D|k@T51*c-Xnqs4D&R{W|}K0euKZe)W1zGNMO$2zMuvpG!9SEC98x$)tA7T&y~5C
z$%f0J>SoYf5BeZPVQ(ii((-sev4Gr907X*lho+{ZYVMxx(7N8wEv16e`r0EOPjCvH
z!n`=MzwZY{?7h$3QF?th<@wY6b^59;BgcDmH@TIrxxfZZBU5_^(oI5G?W*1ZOczMU
zzaa>t+(B$89*R*0t{}NV1C(+v55i>BeCP!^KyY;exPC#nji3@mAM>Fp=SRP|`xXRv
zn0=-N;E^O|VZadzLpxyKs=;?0d*Ntk(&KZPL-4V&Dwi<bR_$+5g&bth=E#9!tP}qa
z-6a4BQw@HMH~_r!%{}+Y>q1myBmOWEeUCX*t06dVYrn79^NKGYvT~JZ_U82>E$qwp
zkFQ=DCU95*BGyeTD7lP6{FUUlTZe-KZ=XpK>EJ}+>zk^q{oEe`{&d(5FX>P4D@)Vo
zX<eU|Tx{PCvvYkFI5D{RnsJHcHhg7MS<qToWz#SuwM8}P8JzOoN9K~uGc*j`+xMiP
zP}FvBE<N45QvA%`6?bsh`75c%u5>_b(r{EJxg)DWti{O0$IfG`C28#}C1oMg!s~(5
zk=NVph0V?B_V!24Vx8d3r7jn;C1_w+PP^hL5`y`A)pGS<#Jq{hadCqiCzgs+ZnzFS
zZv)_{eMFUu^B2DQ6Ug(9=uWu6B^bcTTt{VoviLi6Z3{gQd-x2?RSg{F>=nLw6Uc@?
zz8+N<^3rH11ZBi8D$W9OZC1Jkdk`T4I58z)5V9kL;%2lqgh0vn+g-dw)l<(6_&mu7
zGgbEyNhcV&K*kE}@RJoU2zS|*PXmPj2>|L4oQ(z4UHlG<oI&SZKc~VpEdG8u?<&pw
zG*Y+cTkU=IH2qhb#plbRnN=|Ze*Y)kP~ct%MzaB7PK^L#;1>$rWsYyzJ3XpAliO4{
zMm4J*C6`8Ez$d~(9vW!Smts#K<>Fh~MQ@rsBoN3e;LwI7ZBl)y3vBEnfPlWioD7qO
z^pl33rHmM+hym>j<u?9Bez{K)2E6lO6GViyaI6o+NA>#2p10Y{AJ%5}V}mwwyWUsO
zn_6ZQcYj$xC*VeFP?)HW;di0M#4565$kBgy!h@hK6d2|8Y4>40vm|!(!m(lHz!GDH
zM028`Pa0=<I2Kw0900vv&&0jOap3RwsO6EKxK2tkvsufD*R{}z5N;#Su=s7eZjfik
zSh(;LU=lqIsUwinR@l&7$tX4z`j_wPLb(M|e~u?4X3w5gTo!QUp(c8ktNoH){KabE
zYFhVK((lzY{sc^cSmq}NI2LCDZjp3S9qaj8d7|vAiOLn|nXN0`)xgvlv$v7e3XT87
zYAE%t&gPS-g({xyAE9%W7|!A6(t%)1QjEj4oqp>l6^cg#d4#b$Y}2(=b)hbUwLCw^
z*&h5*`guz*d{s(li`@XNX||@b6I!79i9Iib%}m04<YRY@h6>9w?oz0#rvAe8*kfO{
zinjs-JhoS2?z#Ep`I~rPCl(M`Ia4OVj%2$aYv;5KBUvI7cg&kH{>+MpiAhyod_S}p
zT3iVXr=F5H2KO3O&Axj2OY6Z64T%&Jx0r3!{~_tD<C=coE)EQ&*+?Zf8tD#+jgU|}
z1ZfZv2?-^XZUm)6x{+>Bx}~HWq*F?o0b_eU-{12;uK^o;&V66kIq#E4>lW`Emag0H
z|4cKj?<GBEPtdF^mkc)nDf)7sIh5WvzaaWsMNQpM!ZhB<`8XT3&P};~%+~Q;5&9`z
zl$D~$an(dBWH)X&X(D~7Z1|7iF)c|__Jv~@K!N4)(3_7P;qHjX94e=9TeL>}p-wMg
zWObgc`n3k#YYy~7<!#dWdQ$Z0+=3C(T<u~bNzi&0io?R^%g3O$eA^iXCS5TVlHgYv
z7D+<-qm@6?W8B(x?H92IKPEUD-nvL(atVG5PuZ8|F#Y)ET)bfI@zPlN+3yNvnzH7&
z>D!pbr`1CORaf)dG4VPzI0f-#6@;EFUzAb1r6roJ5i=Nj4)Mi^xS|4$zuP@?afY`f
zh9V<25no;gHVlR*G$gG;G!JzRUrJp3^=+y2`P^=H)u%jhiwjr#QN<%Y<yiASAvD*+
zFud2-{lyv)Q1k5~^ekDd?D_N?-)54AVKk3zkjx-6dF<UAC!-PNk)O)Oq?tHRNfSRL
z>hFrU;H2AHp0<5N%O^aE_xa5ti&POGuGUIE564p%5wU%$yM!}Rv!`XcjFX>lt{)R3
zw(u@M@GG_K0Ffb|(yRQ4cN}wWxbG*QWUYFmu`Oyj(?|Ee@9_C#1khsX$ML~>W<?f!
zJtRL;KHp}X20WkyAp`m38eVJAS~g}C1#}<_<YNSa0IwA*S`aG`W-f?OL$Gi|H1PuM
zY`G!5<jNl7ar8T9%^#Iu4?;GWb8VEk7^#PVMh(aiXK3W(8f)Y7R?;v{A#FVC)G~`r
zdhweuJ_Y&1GYxNr^Y(E!u0|Fd=7!8?mG21$u&-suwOpFJLVH=ihigMtzU$tJl-xIM
zc{ASxAiPvAI-+Q>ytPPz+5|$2vB^#+)%Z}l)*K$~0$~<Iv!}ZHycfE-#O(qP*3Szc
zArgvjR#R-ewa(g}AKxiB`tvu!DciJ^{=H&@%7Cd4<z1F3O+6<T`Fm$Y$X`RF`-&pw
zy|_df2rlt`GS%fyW|n*|X)GEB4J*&F;EBO!JuL6Nb3>uZ$X0o|DzJ>j2^Si&CG5Kw
z!Pc{_>g-w|R#Y(iUD81h%MXI>SFB3@Ob^KtEwI*P8aGVS#A{6ehkz&^a4T{P{ZRpU
zB&Q#`_L=wO_tdYv<O`s<f#2J>j*RwLqzwGDJ=nkal6eHr_tDz!l)urwfa(us;?DgU
zNQg@QGaIIs68&{g>_Y%s;WMDDnKw8cXJ0v<wg#&s($bOg*#Qb?5zUUopN~sqbofP?
z!vppzqQ&Hl_B&R6{D=;GU6N5|!=4eLJt42hRA*$y@``lYen9pkeTq{@(dpZ_Yd77@
z%NrRBts+|LJZi(`Lqks7Tvy44p$_!7>BcH%S#Pub`KN3C%rvYlwaAWlz=c1E%6)nw
z=IZKwcKrL|eqjl`Ys<v<Tkd6sce9Mv(csyigx8Y7caBz9H>ks?g@xT8&hXR>AIT>k
zo_2fnRsVjrNaLI+s`Oi_><QwY004+^d5l%3=bAJ8#2f6B1<Jnb4Dml%J|L7qU>-8A
zVKx?2ucK;Kt~qYayR(p)xzN!dbkAPQ!(V>2qGV_Rzec&s_W+pf1RO5>pO-n&U()y{
zffVCXb9y5+f4duj0Dx-yA1<lAy0CCJ2pnl45n5yq;ZmkpL<)`fp)u4;>6k~3p6G<O
z8?9>^xg`^?29+deGL|3m3@edAAGux?H{%>Li}oPN5}2j_uh*%%BfGrk)Hw#YY;|p<
zc%NGwj<zjkVV{P_NEBgy3f;Ff3|dsEqpl|(eF7F)=(*G`|J36<7aSzEB_Tqe`Qj)1
zB&Xl=$FTS8x)f0}S%Ciu3{$<bSiOjYQoN^Nfw)KY(xmOv5D*Kk8WFnz82I9}r$h?)
z3V%u-XP5A+pmT`;$io^m*`7Paq3p$e>5GFh;2mt!Ne-BQSHX!=Oc;XW%42{%7qAwZ
z@atH*uI4-`03*Z6_HlZM0+B8hHvg@PyrJvim7c$zSbPa1L_q-Cs9zN(uitZV#*gZX
zDdf)*y3yTvIKJ#{V-r&!)ZQViR34R^2U-j7w)XV1dj3vc(Sr%_$v+?FO%(3D!4m~g
za)>D`ML<dwDJKPn;gH9K1?2I9y@IjImXCsI{D4xq_|<QX{SOk!RY>g`OJ{_lCdh=F
z`rG%fYDrNbN1nQS2XWuNkL7OKWJZT_Wv8Fp%lj<K_3Se;dZl<Qdt(27V>-{V+IbZL
zO4Y96)L0JYluMfW-u>-IwIuU8swrrZJtd{+Y;Qm8{#0TB&X!~-fl|!i<BFb|<|Ll|
zQ(q@nfd+|l33_PUyOF*Xn|CQLA?BrV3X%C{S6O75{9qc8zNeX%ZN09AC{S<q#e<=O
zhr0G|4z)3gca&mLB(9D3&#GwKpj2bz3GBp;S;?k0d6?JnHoDkGO(s+c8u1!+6SfP_
z?*CT2d{d{E`B$s{1t(f<Kj|_kD@|l#*XPaokSJ(ViffK1-sRHgFoh}rzJhgd{2P$J
znKXKK^V)fz`XXhcx7y;erKFe~6GX(KSU|<cRHN}TuuVq*zuthe)wuhEZsgz+5zR^P
zJCH&hey*ePIM#A}&H??tz48W0uG~~TtsQ-%ok|*o=%By5b}+Y1asv0R<z*Qj2BJkf
z@rC`b*ynVOW!2V3dS&|;H~IZR&l#EX!xnS$3>lNG`Wm_1D}L>$N2y2sz!%*5JTvDo
z#G|n_!yxka=+z6$LXoacYV&<vG5Lh%f1U1*``_-hzNt55axjfkXBhA=&=d=6P9Ure
z`u3xp7hJ`>D?VA?ZO-1;-NP<3x1l+ji-yJr7JR?76~*dqBWK2jwzx``gN)0c^$78(
zEdNm?hPMJwE1P_dHn+xaKn-Cd*S2-s*wxX)_g~~He<2G%scIcm?*pp2UrK6jJWzY_
z{Dd@Ah-3D&bscIs*>{zR9T;l}t``xS`omh*|I-|pUU`*~{l-!lAP89txIY#p|8fFm
zNnt+w!L|jh#SVmgtTq)4G=vbG1j$1PY8V)-BqLZ!@P8U2s3U$QiXvdfuIG%6YgVjG
zjhpX#eB@w|HXkdfg=i-amD1mDM&kU*S`pL<x_wkn`ij#w9cY>ssVm=QmMyIvJjSbG
z6+I@>xU)Xbou?o-iO~_vJtA3Fu3t_vy=HqT8Sll_1XauGkKg@_OBHfmvgfM|!(D@z
zN61<GbuzDzgDn3&lehn;)^%L~Nqh7ug*GIWSy-OrgiusL54lR&<zq*&*kUa`FHNyX
zJb1_8eDsm~Q&vP)f6!g-8b=VA%G*xyFwj{RpVD|NB$+bzM%D2N75#N+m~XD1R`Jrd
zgC{c0sq#})+2R)WTvMc2rB9N8N%DGl-b<BrMip!wzXAMh;3g4<{NpG0BYf=d#(N;N
zI;L}q&lOtFfloy={#aKd(&*`0xEo-SItgXS9(ym9=mTj|k863#tB6bT;42Fx(I^K5
z5pem<yN)j@Py5BL-|aQP3YT~|MwGrFWxUn}@mm5iG*7X;m5a7Ovc>DrX<vp~|3o%S
zK=fkfP&(D;2Op}H7!E*b?hi<dV^8#$=pn8biP@JnNcry}>d@<Hod;p`^YH=dMbb?d
z?5@pi#LhoKnAkxzsn$BgGoG=5@{v&oKJHUPefK#D67e6=EwVp++i$d8nnYSxmK$c~
z>ZIrWC563Y#C@I!eUg*%5R!HMceNFq`Zv7p2XtiFPc-Jr1$`CVR1#jN7jvvG+b(-)
zV}EvvMD|Qfcq=OI-rsY|%BsN7SSN}RonUzww3r!#D8C>7Cwt*dhI(g!VcwEe1Xks3
z$DP3|uuW*Q`IpO9=?N86ODqf)1tcGC{OBp#>NQ}N)59nt!!7dBJt%<kjaUcf7rZ9t
zVEXJ~R1d&)u<IrMRhA$YiSY5LCn4zl9#^Qv8kMa?6A*;l3YbTCb4DKV*{y{?-MCT+
zgSI~bs0G^x1lpuPg`AOCI5he(s`_@0AOg<okJnA!a-RL~x9%xmr<ncj*Ye~hYP%+z
z?+X^{Bw-;Jx_taSOJIeO5Dq1hr6mYJ_S_$PxcIp)uFDbCAKe*ya$&}2s}~omCv`ji
z;1J+0<~h1YjUeQw0~taziSx38AW1m{LV6}bCVBw#yB04DVF$z~0(1BU1N`UTI?Q|O
zp>wG(p#&J0mGve9?_-Zo|2%=x5C1<8eHK?w8Q5T9SWA084-H_5j_w?siR*Qn)#1<P
z+5q})U8)nzis%kuBEvntzWH~B9Bp2Vk!}lT%v#QIn3`+ee`{{%&^o0L*Rhb+)f3S+
zm?6y)h>VoI!K-Mx(OCG{kSdk*_hs+R(<c#d8&}QFzzC!wH<p5a88*9K=gTix(XaS(
zF>B*EBt(O;rU)Is9DDHFlDSe0R{G(UNqtd=dDkq8+EKP_^XW!<)78?fFvjvxBLT`X
z-t0wFm$DGGpQ=n&irTA5u>9fMQTv$*v?OCec~;+a7tgKyXOcJj1jQtwrw`0MudEpx
zt5i7}o-XBVrRBpKs`z4U4(|8?Tu6Sf8lBmsTJuxW1E|`2y(OwtBv69dQyb<N8p!Kg
z>@?!?I4bPbs=`cJYT;tz{m{QZC2wmY5G<SngFk)>Y!3?L7k<7Oq-V<CK$Xfk(KZV!
z=6-vf@5|xfH}g=Ujl9Wk^1zHn>a7QB-3NAG3ynMygWIF~PYH&nDQOvoVM9=h7@Iwa
z5&mlvPEv_xeIAjrK(?KoI&yEc{Ia>kl31sicbPBrYPNtzzcZmBaw@W$f)v6`kc6wc
zHFV{zzG!iDmHxYyzm)g)lFo06UX~o&q=c*f3O7Y?a&c3CWf+m+;jGTvE*dL634YnF
znjxs+uV1S&>+0vaKO=?MEA3*{Md~k}`?a;VT0d^?=HDX{aKCg9F1+3uI^7L$3QQZx
zL@x-x{L5CAp*0mPH(}Lss%pU{6#i)H_`X8MZqA#Y+eE=ajV5($pOR~pD=Q&B<HHq&
zZ1*DcvlRLlH!P}k@&r6oXQF>Lf^pD`qsSupb}hJb{q;Lne*8(%E$toKpA%pm56q`E
zqGZRbAEOXpg}``rX*OscGMtJNyyHR?tuHzRAIQ#e@O{1^k{N(FS+K+nL=XX$%~_=Y
z!$Sv$8`6qPpv1mg?h(+9#R9pc3RG2lMWB=nrY3Zg{@JRjEPnyQ18fUneUs!hAJn<&
zQ-=DVD#2`#r5`J8KbM(p+s{41t6>*)1mQ4?AAQ!qw|=kWD3xriS&*z(LY<+4h3Bee
z-x33G^&b;V+<$wthHu%)EJNLDITmvDCg`8kH-a61Y!19}r3$>ihLLKqTF*2(Ig8bh
z<^)HU{{pa20(J_o6fR^ql?U*zDJcR~f(~-mKEZw-6AND<2Evm?n2r*GHl}f)!vct;
z61ht&9En@h;iZA;&a6T~XSt4_dCb<H?flH6RatimfHK@rnxY?Z_JBb??*sy&-7+>}
zHb}l0R*;NEy`(NZ<LE8bX8>XaT%Zb1`pDV?6n7tX!m)00I>7-5;OTckJP?3I5=;at
zAd-I?RLS(^6fD|#&@t38DYBk$#W|EG)JAo0e`r6?wkjy{MmD$zKl*(fU+z?*xfx^A
zZ)uZP^)KltC7H^W@XrE2!yk#q*IQHt`m0jwewOOud)oc$V4jeXOn#c#Qdl`fpq^El
zvFel{{~?7xQ4v-yi4NBZsG4E#rDEsiR$9Hem3v;8h}KI#sDwHp3hN9_(FsH$t!X%S
z2uE2SR|vD#$#ISu=u?!J?^ifKdiO5%L(4zp;%+c{J9^F7u-{f|SJUDejc~U4iSe>o
z`|x4U(Ff^cy>+}b-&S&Z_k(l%_{(aGh~M?qeB0leyM%o3FBNEXv<w4NJ6zK1M+c_-
z`))zm0T+WZlKBzt**Xks9wcVLhNzIGu!}*;hR>pUdi+j2A%0K(6#nc)u3f=?cETti
zte9p=fPyfX?Tm#HydTb#?pR4@NA+}LlxYmm%(bX~R$`!v3iwi#A{7ocRqrlmSygn`
z3#>roAy9EE3ItAYtxu<X?TL#~)!+?qRMpi(_$t8edv0+o;12*Wgn^bSa>+)^4Y1OQ
ze6lZ00pbrg2Yr8prRoD}?d_UO@g@dtJROT!_f#1cj(^a0zPI4D{|ew~R4~5LonRoB
z+Wg;a`dYb1KpVvjxW(JrTb5VOHOJHj7<G{No>QMpHt9~l6{G|3dQskWP7z#YZE|2-
zs7;`7Kpw0OscT4jAL9S54ClWw1P28qeWYOxM{x{ZPYy7YncT8HfBp-T1=7hmOPFHA
zxPTl2+-+#{3UrDYqK{f%KIPZ{kC-ZXVJC>pS@r)h=ee@%H@W>aMD`AbhS-@nJHPah
z7;6yMl$iZGH$#?x9#uLzDQsb-WAe`Yy~jIWTTOT67axsnYeZNrl>P&J6JP)!M$Lsj
zHZQAz5(t8`7#GX(`ElL~+aUQ=1c*2X7B8sp2TKEAP~O`Ko?*jCao`1niL=^%)(Vts
z0H~fdzWFgqXQf$#8%BKD`k8Tem>Ju#hfcR*`LnH+!HvAMs{FkEO(6RDO5ckjeBMrd
znErP7T&5Y}mz_mItjwO`C{%BiUWSEhtZ=ql>_TGm6Zsv~gI3B1VvUF8nVr4lVd=Gw
z{%wKJPr=&$@%Fwc7(=(C>k%L}b&f-_BQ6?i&-1G=vuXX$=V=}%c7N~gM-n5g<n(l@
zXA?!Z9ks<ndU8kc5i;OjPC6NlcaQ15yzqWaBQBH9HJ1W9dpbWeznnCso+qD=3w{w+
zUoCBJovx@Ux1yi!Vv2yZ;mbhfADzpOaIu%V;-1t>pn{p5M>^uwHN~?Ncrwe7DY<g}
z7;1;an%UIdFYUG)QmYfK&uYo7ga-Mh$0-u_{}Z0{n=pDamYtn8+|NywZ(e*7ap$)=
zjSOj3>b#ozT6X{9?rbQcXf@}%fbqt6Y`<|B<b-GCX;ZD+V;b!wcHRw!wvhscnkDDR
zvQXvgm1p!qV?M@d_IeFNYImE@-hE?VDEeZ3+%Z2*S{TnpZ<z$I{L(NiTSp^*%iib_
z!lx=E9x8Zec-T_R-d9Ar$ogwiR9eN`54FB!o!;3|SxwyB{oL&Na)j9s;nvbMb66vu
z{Wl8JYr9M3NM)z*SNGL3RgL#`!naEJhrd{Tb6e4lhUdNIDJ@DusWG`>_O|y1ex`X~
z4aaN(rp&~^M;uqbn%dH6$|&@sI|@<3u1TMdi{2(^*%NSNaL^E|T7-(ew3$@g=&%_H
z_hNDr^Ax&@9Zac;4|zV#pHRT=C-y(N(x!im%Grim!*z&qn7%aNg@yvdT;}r}i6M9d
zgQEw4`#|BMnL!W&pie~x21yKx4TU|z(cvO^iUWh_(!wCE2`msXB|HUXm<@G=I{0{C
z7x(8MNH)F##LPz?Y$s0;dap1MU?jtqMDo0lb+lHe#7Cj{=ZN8`n?aQ6C6Qs>&`kMh
z!-3ConD&pyv(8bZEjbA=F-Fx9@{$`>09K<koI35s+^~{l92W#xVuE;cHFsX{hFlW{
zL5}QLzWqxbMU5%JUC8MabvN*ya)ey%)_%+;wqz2W=&8oP79l?>A=nB&5L$V794&->
zww^WqDaF}fAY8AV_Ata*ZYMq3>*6D@4tL7+cwW4)RVINfb+2^$T4uC8^!TQls|Vc2
zjanO^-#m*rQ(Os%UFzS>*(H{f?tK%C3{Gj;-Vg>tK;bNC7+~TKfR5jU27}PdhJcM%
z7zJ}hv<ApG1?Rr<oNw(MA=__#B+Vl)iqAwsh091@9~@-$b-7>)cF%kf688Pktca-y
zCLk)%Mppa$<aNYnwG7ICdnYXAyAuDd06n3<ZrlLdSg4))=e~2Sk$B^}tLobq@2Id~
zJ`VKhQu(QBP{xafX~iDcxe#y;@oMAKRzru(hqO~*f{HGM_Y}X9+nHC#A$}0Oi2=jQ
zjSqWlF_nq_Io?HY2LOg=><$)M{<kW5t(1_3OS0rtsq<^GogMGU=TErHZV%{{O^l2F
z9H)Bx3tIiba8?xxqR-4dIzBOXo|E_Yw8`1EtG@R7iLtR+bNq1P<G5#S{cZ84_hg}W
zybn3vx3{*u-qjKeR0^72T<Id$B^jcDys#j_7AOtsW1h1V)q_PB4-UM_hxr8IhA3ll
zL6^|c7E9==e}@FJ8m@#4AKe8OJnXPyViE)l{n`WBPn?fw6h_xweghgApsd6GPmFK&
zY%Vva8ni}d;nJ&Kq4PaE4?QJ1ej;!;i0yajEi$V71Gyo9_YZ=*ah^a8T!BhiAP9M0
zzfaXCf3bb|{T?(5&<8_lN_L4k(ACe@!#kKNe2FtaSYS?i4D12+Nf5RQFvJ54|4CI~
z!2a-eY)$?Zeul+wzvhp-n_rjwjkD4Bx6@TAoM;EDt?wei@Me*KECCMh73cxZ*uyb=
z9n`u`HpUOE`UdgfQ?%l74`PXF!himQ1S@bCBA|c_>nOVtu;AxvL&T;TA6!NV85)Wi
z65oPfzfUSWPXcHn0IozGC(phjH?6sI-oE4&O7T1neDPl(iWk>h@DB{zwQA}vXX(1Q
zAA`#dQy9YsGCujZy#$Yv0<duN?zX+ghEG>g659SJu329xkXBqs%TE8QG0%x9zu6<%
z;|qqc<re0-q7J8-rP{rBX>Z?tvoEKwD5EW}Jgz7wNlN^5MvU!eH}Jb;aG+9sj8~)0
zfU9tq@a+P_8JM;hgSZL55M`Dn9Sk>_9>;s&_3T-^e*~ebQ8ogJ|4XJg1T>^4i0sPn
z*Ivgzh%!l_&jbDVGFa(K;hahTtLxvS;T`EgZzA;YCVZ}iyec|t-#3Bb!0O8S(dRuc
zsyR+F|Dx;Hda#?ny4Rv?@MLpaXo4K9_^rQ&`(*o*RAF&vbPjb5CC~K=8^ECfaKf7Q
zrw5<9>Pa~@ZQ9fRC|x&W`j}|9O7j0)d^s8z_xYeT5{3u4OZ_-q_qnn``F?KWwClsy
zy~|T@^U7wJziL6`q5<2%w%(C&No6;i+kwPMfAMX`0EjO7adVh$Hhj^7RO5_qtgtL1
z%d|?hdnQQy!@E;i#yYwF@&p~>1(*CX)gU^jpJ^H+UHoZj3%{Nm&dncI9B|=9bxbir
zTO&5Ex)XiInZ9g5^TJhA3G3V5Uf5Eqjk1d+{=Uoj#vbt$p|S8rjmxs7!&Xlj(~1hN
z46`susCoOipsj94J*A@EB-?Nv&uqQ0-Q**3jLu{U$Kcmvx`>52GlN$?nR87*>DC7}
zYu5ZruL6O@xs0Q^1<JJl3CO9z_0NJgSX(!IgIq^19!66UCjK)ShASQY6hd}=bJ6wq
zscrdWSE53-CUWVd+zL*{VbNan`ufQowuitS+aC9NVb(&G8$yk3)W%^Z@ACqjlY&fT
z)@QsMEF56tuOW-UIu?9{m%9zs#$dC<2rxM;5DIx%25ulgO#gyVtrhs<qr(LWQIO|-
zfUAIo+x@ajx(tCA^nSK8tOaBMqhr`3$j4)_a*06HpG)}x-Uu?LP*`(F5L0foA@6=l
zBz^|F;^?H6b|7T<dq||T>9&kvL$3iJ2(N3doT$M;;iy>^LQrC5h=ZGVim;DV)lku$
z`aJE!Etah|va5R@I_+lY*u>eml0r&|s~`^}kT)W5QI%J}kef(VSHhx_|4E=7sZA2X
zS{xXSyC~8{dZq6YC`)Okl`2cV#1!Qe6G4u|&Ijsz#@)JpWUyY1e^4M92!GX1zK);O
z1-3pa(yr?=tU5O+Gwq91mrKOH5saw?_tiz`Nk@0TRp}~V_5Twmu|L4L<A#4@8UhXZ
z!^Hgk`M_UDEl6hTeNp<b-R5L^Q@t{O!^(QOT3qoiF%g{VyGtk;KRCmJz?8<_o7t7h
z8}Oy1`Uf0&UG3d#jl#8YgV<>#SXEP)#)4zIy_N8{I$niWiKY68u(;T`!ifAVtH!zi
zO#;2%j5+?~6rS(vPe7<=n95D)WJXXI7ImkuVy!#ZIaqisz}euSo^imic6}h0P*U%?
z#u`)%!-4|YFH+v>2O|dd6Jtdpp9Nd3MP2hKuu{1LL785uE!JmvMUTLDAp?lsEiW9@
z8WvJs{W<xhUWmzK1u{+=g3-z8`n2EWJFTdz`1sM%(!krWnw_1uKO7pD>(-nt2ybT<
z&|jlFU%YYo&Qm|PT(e3qcX$wa;Rz+Z${@MSB)iULA;8Xq*m35A-mu=kQM}&;`R@9*
zJ#3TRm6d&CX2zMBsj?oe%Jl(}2o3O=zy1-7jmc4jabX}XKmlo7zya5u9N9-r?7%(8
zj=ihZ15z1FR8JjwAKovlqyV7RX8ROlnvSZv9K@_-p!=?lERIG|w*JRI@QL?uHno!h
zr3yI%4?`KNe0*we2mda92X5<!09Sz#b#fyW2te(Oo`MJow*LPQJ~{#yw-f=K+t=~)
zP}LnLk&npzwUPKN=zt-xs+`aN1O*|N@eaL-OL`NYKnhUk{Jrb1G;A&pdXlPu<&6=_
z#}i$5w4f#a&!^t?F2+F*(;|LZwtbpCGK>O|`|o{pu0QY7?g!iyn{x07_@9G!aKI{V
zHK3gG8}4P&C^JG|$*~1pq|?F4YtV6cUID`ojD$p4KCyT-(+U4QW0=c~(Uuc9fZN@K
z56yh~1rI<gmUYAHVZhs!nTsJ79rs6|u`hvN%j?fWEcE&URxEudJS5QH%Q+DUh9Ut3
z15?0%6d-`xA;Ux_$3XN4dSY?WkbUW;)hrXIIp!Dc&AGRD@}t7bWXDXy)0mEfZa>VS
z?5?b|nVTD@kG--r=vR40vq>pZ5gR~I<sySYGTm5=Tk6|6W{MBvG=b~@CRY9iA4sUQ
zy=298-Bak5=Kw0G46XvNq(sBq48s`dvUj#V9|rT%1Tsl{I|Ka*4XyFC=79D}!j3xC
z?~<-+J{+Kg1(M3r|4roK7tkAOX?uzLhFASD^WK>WOEQ^vM9}}@I5HgeXKzXOX($nC
zF_sB#_d|qtG4_A(0%f*`RMN)`s4Dr_q7zTyo3H=g<(?G$D!N6A;wnRbQSL%X^r+G%
zp9_Lrr%l+yXCiHM!mAE(iRRg^X?fl~bK3y-u0bPcBz#{QENsVl(hg`UnOa4Wl5ws>
z_3!Z$iBzWcWsE|to;-U~aVWKHB<22ovCQXZbPM)A$D|`&Nfcqp$<R_7r1OV6RS$hh
zNo-Y7rbq4LCsJRxg3m12JNXqpVO`<Mql=p)hZRjF1k--QtG)kHP>;zwg)sB38h@>5
zytcdr+ek(ADy5h;XBfU$PJp~%w~Hw-%ZY%i|0}b}p%_nmI?b3gP@OUTRBYc;pTnWf
z%mRC@<E)QVN-MgK$AZ7jOJ$gVM@@uu9(8)_*Zpm8zb-er#@=>7=#2VRsDY+gL1g90
z&`;YdN*=O8(+x6HtFUj$p>Be+UlX~VXvSYW1<2yeyqL|m=tG8v=3nKgWCNiW&DI#5
zQI@($Y_WaeSG4z49{&9(dm@yjw%_=dx>8XkDvYHVo&7)hH%1><Ux;jQT{3%Uc6SVv
zYdNWWpoq{=UQOkinS50Jje7iAn-{*B>i*44iXSb1Y-Ci}P|SJ8l{{Vr>~v$Frd2&7
zw*#G0^;2iRTGidF;$2)UUJT!iEU3xqO?P)S%jmr!YRTbg)kmFnNS)uhbv7cBu;U(F
z^sqRP8PZEkJ)qv@qfm>IdpmEEcA1yFT<hj0b6<BUbsPOutw@f!ighW;r0yomz`07(
zak`_|j8b)d|NV;OZaq4wqIo>f2+g)xwNtC}vGA($S=>v!i@uO^q8l?E8%avBBV^ex
z`PCmw42HK(;s=5<<5p)g<vserakarg37l*fIahl8rcNIRU8}j@^_)H`jL{M1EAk>M
z9n4irpe+2_A)cXh8Flke>iJ8@hL4(4Pot|J)^D?n>q|8t8g70OnI#;FG7D`|?h;-t
zRGQ?8#)|M3o+i>2nF*#9QP}eosC_HM3xSOftZ@11?#N#c0s$h00$|kuG{@kr2~T_@
z3hCXA^vN1HfDq*2=*Tlz=}ScjkN^y6oCzgJggBY_c3rDaW6T&K3@<K<DkOH5kLE)4
zsqg59-<#6_ePNbl4T9|{pFUp0rcMKX9K0?=0pgi5>yb307Uo$eHTNam`^xERPB8{m
z(s13)xM?q5u`JcE-*pqz<s(LbdU8l!Xb`ZUMnG^hT=eplaQ%p~RPuIf_VDy_2sXrm
zvA}zBpx^gO;&YVP<zHX&2!est6>H69ZpalD3GEjeKu&kw=iYpAezHy<^O^CKl)V1d
zx1H>ddB9l@2OA{*v3|u#(y-|b#rIe+yNKy2qsoMn%6ekHWp^BWXMo;yi%iPx0fUsU
zsU|pOdE`y-nIe8R^_s}ijR_XKp8Eu}TfSYu9d4A$60}RK?Z<_^`|vRr8gYXU@kfL|
z{Nj&w7zi-+0^&x9Usr54UqbU*o=w_rqepDEEn0{nBI*)khwz1ccC}hGt=?2ZwQVTp
zytwk~fPmwHa?kGe=W?1WUt%Rr#WujnCm=pL14~nW-kyEgci4}Bms-QOVdg?1kl~^}
z&S`=q5&Ua%`Kh_3pl$qO7hH4{-6k}VQH@(#i=04NeyxQmGItm}>{Ki1$ASvxn8Nbw
z{PA#5jP?ZfPd;|@gz~e@`V-4nbIgSlNM^p!G1YYuJ*257FIDF2lD7@1FZn*+w8zI+
zmX>zi-k$ChEmby3Re4YBni1Al;VsQ6wvWU*m-Tcok{x<HxNcFzmt9x2*wyjBK1KX@
zA8(tEW)__Helq@kcJBSklJ5%Xto!23M+!2iI~E2ZYcX)r)4odVfjETNKyg-7$LR^Z
z$R;{1f*%ADc+2B#m}{-cL%n3N06b|YyqI6G2p`_cdH_cO^++?Hvnw=EKCj}NJCQT|
zu7R%A0Voh~fWuT@d}kd3PC?d}b#)DfIak0!jBY!e3qX8ygN@PabptGm%tBQDvFrF7
zDC>3VJ@G>UpPCNjZg8K#>s_E?1nAA`0NuDW_W?~r_5lb-EJo~a04U#I$`tM9|2Jwm
zbgXe#ZXp9OWWdWc?%%ner9215iHtyV6IAosUvT35*lzcnnaba5{s43u-U4j#fE@21
z6?s0)cr7*sq>`f>E?S9&H!=J3w_`~IIXOWAEWjU_GJfj%hL6n6C8}t5Yp=9!FY?Ky
z8wjs0OmnN=UX0vs9!hHFPW87dmB&0J!i=xDk!*nfn|njfGCaNbpU8Mhw_Ud^L9dWZ
zm$%UC2U%Bm*`xuuO8DDQ!~o7~D90z5&Ius^r(K~v_#{W;_hj+ZP7-O!<>K7wxw7Op
zc_g*(2K8w6lr}YypKI=L8e9_IwNHEZ?vX<=V|mGONjXVM(p_Za(ist5t($}Mw*G6I
zl)~3EYP4MF&hHdRY<C@9#(K(tMv~>H&6F}0+N`%=BDNgd$_H-M!CZ;R;(L;=)Z#JX
z8-Ps61~uBv#{!=v#eIZz*qgo`2*72A)@$Q~n5RD`CaZNuKb@mr^66`jcAx$kRjT<r
zuls~YXxk?pfugTH%`REtSB5)gd9;{kZXr-YAHTk_@Ao{fwp}Y?m1JzMSjXQU={Ld_
z2I<)1T{H>rldHubdPhRiM-5<sgJ=IK^!A4RQ)@BIr<mU2N}BVpMy`7C3EG`u{sHV{
zFN5flr7xnG34I#Oxm}+q8R^H#T2u$L{-%fu3ZSL){aK`EL1%kzpg~<IVszH)B%~(p
ztds(O8BNjD@P|z!FW00?@FvQ`mj9LNhaV{gIxW?&&La4#xCcCA&@E~^cAKmi#@g;j
zHIgya{rFc~d0$0FJlu%gzpDP|R7j~-Csv4#;eRh0%5=WaFIu%HfAlI&JoUx(B$LEr
zi?T)Pq_Lsk0y<L3@GY5@po{f1ttOr#>Hu^KzasnX<JD1_ETMB+O+mgK2ib@kmXF>0
z)K26>-%Urh1{{dv^hr!NgG^ZnLRx=CglcNseXC;7$9d*z$DQ7YGao`(OfOV>;TEbe
zX|01<*w3CM8O%{P4#`DmoX?_jc8H$&DdSrgn7xl<8>^3DL)lBzzl?c(VIk>7F46&D
zpg{B=w|UaZq7I9OmNyB3SjLCff;_ITMtOXrAFx{!uh~ynzEhDPT4Zw)o<e^w7*cJ)
zSgR8s^jgn;-O?Jj4SH>8DUNS@A8(KWxVL<*7ko!H7|imwbRI0W7)z-4oM|*H6q1_Q
zntd5oUgl}u)roHHdd~joApN|G6+bZz0+iW#&Y34D!J5VTrr>2hX~Jp!4^`#+--mQP
z_lhxDq5SbLyTae#Nk;K3(Z@VKVkerm=xPd~seqS`n=wh^W`v<5&bhs@y+r(WG8$6M
z{Ox`9)rTr?qAX@k4VSX}p~;jAwOq|lJIT#Rbto%~QbwQDXI~uayoy}5sP~V#eWm|y
zb8UcQMh&-~lm_#TjU|zFPFOA0xqm~z*>%V}albr9Sr;lXDL=Rnky`Hk$$-gh9k(gD
zwC_!MrOr#bF+iIA3{W7o+M3y?bBa@}IwjgEJnmbd4ai!z$&ZV01&A<?yhMMKi6;Nl
z;A^QS$JhXE2mugGBX}w!*$sIvRg;mx&7fPTSo&ZAn;Ums)!{>dgtVm|Q--k3C+!^A
z(%3F;=pQm>0p1-?HN0hAtE#$UEp8^N=gOgzYV9a8L%Du~-{;iC3fuA84ZJU^u$W;p
zj;akNx<`%rKX_)2)GqII?{lXiadgqWVXsQCxgtbL{+il1$0CSvxCm%NEZrbjY&nWV
z_TUiluh?{fIONkzQSa=v#<TI7>#=s$YsQt2;>MqqZ^w<FML7F$)yq(sK-KIB;F2a#
zNQ(e=K%lGS!}QURBE8(x5NF99`e@`Q7?kX$8PxtRrmFCy=LsOyK%A6^=H?8q(lMGR
zm3^zHKH6u1-eZgGiQ6sXLR<9VJCzsTSw*%6NZeBWj+5trtV=d)XGVco04qfZ6cGoC
zROI!Hcukhu%S<KxKM&=NY1SCcIIy-C+d0P>2p7Gm2=ErIMn4t^j6_CL=!*oG5l>Y;
zbJDlZu?jSksw5t7WSDuhFf-p{sXp3ufvb^{cXay2YQ!E~*`xH7V?V-aHOlw#(Qh^U
zKK{xU;UeR|?Yv0*GBdW1Q5q8-+HutGA6LD|nww!8VC%GmR2+CQDi}2>`jK<-!^8Mv
z`uHiArMNC|NM^u@N>34+AG>$lhaWoky>pe+FPNKTiJQ-hZE(85^;gz-FRmV|YH(aD
zED+J2Aoz&qsazsT9xK=rWhZyPE^vAI*oR4g>hox1{l#s0c_Yfl|E-#*!M2O<veNra
zM#F>F{)Vmd@&~O4z2Z14BRQTtd&_@Mj>7JN08{X>c7X(m$Ml^0^s2k)xW>`Xj=O>%
zclF;7%3BUv%g)Qo&g(^dD2^rf379bf|DhY!&X0p{WG(S62V}5t)}=^3VFgA&(Ce`*
z5aw&OaC|n{@f8w!fd?fGxC1d_PU26%a9qs8^L)4&-5uB^utr>y4OWD}*+`KV0d|ac
zM`+YPE*$cgy2x-i<1j%lCnryKR%QDW6BQ)3FEAA*egH4`^J}~%@{^tE1ov~HbLiw@
z=8XL9PmHhtxjD~18tGuUx?uw9N;=^_?msV528cej$G(P&W5~98Xy>mmnNF_)0w4$_
zEIjOHNC2WUbyaB=?e;V81PleRve#t^9cHP>zR5@X@ZV(j9n!&ozH*+7s_xcxjc=l{
zsQrHe>AEr3aA}GUjM|uoM-?V3$r@Vc%`I<7W|Y?P`EY8ci%x)A!(tOV7L;Osw7*et
zg^~UMP({rBVqY5oWaQen)qDyDFoYHEEtR*vT6#*`P{4CU4jdIWzoU9669Wi>cF6#A
zav#ngbF7<_E+qk>HE8oHXpZSs=9tQB^g22Rleg-*cp!W1q4LD+&T5WKvV)+p;&zFq
zjjyh<sAT6h?lui=PvuXLocxJ6%GmAvpw6ufkZT*8lp<T2XS7WU#xyBu*v(vzb?qa!
z)S2xG*JOfD!4&IIHtZe35*9Z+*9dXbZ7J?%%f+SfU@AY$H1LFw%}H=kM^H!Xc}Yen
zR}mM7gFM7EaJ+yB18m(F%?G&4FD8kw0=i9MV}&BLk(RRGT3<TOC~~J*@ABNQu!Dq-
z9jLRtqAg4^1X8!=gWF|_c+%yKJ%o&Jupcm9s*B?bGRgntEM>Hke0h%Q&Wc|X(!ltT
zf5#BlHAR+^rznjugQ>zk5nI&kE1QiN#Z^{Ze3gj&&dt4Rs#U)AxqjqM&W5zt{`u3D
zy&9v7YJatm6Yw66qEK1Oqi7y)i6K#=)Dq)qtL1v}Eai*avCm1kie)yBg&icHy{iAV
zWn#*m^(Inj^z$?FsJe9)TQ!(aKPQ!5RP$L<A=hjYsf4gkgKExG?hk4`>agePHm}vx
z<UVVOc7~}`mrn5{VAAA_f63U5eeWCk`n*6QOQuG0SGT5i;Egd&8c#Z##(7!ppUoS4
zH+eI>YE{PzshT`1|9qv{2LP9DGy3BP<CQGdZ)MZ*bi==I!i%4;x5v-+gznqxRWtB7
z^;`4|Ji-`03A2V%&fLe3_P1^t3_o9uCSi?sqbn(Eo()VG9Nv1bpKQF7j#hWaY&RIr
z6+dv8P{=33aWkMLNaXcx!LfCH!5z#D(Q1nv;xXIqni-fg_i;81TV=y|CxSRKMGh!8
z_OoAUV)C>CMhKWgJE$-@|GZYw=$n@L&V*ym(-`M>sJ^%HR^*RYss^u7YP&OqJYgU2
z#7LrOEG~!bNan?5Z;Uwzf5n-7jZui<iL+vD$uPe)81$(1D}L#n_&kG}t7#&Mqf2gS
zCIs>CVI~c`ju41<)bZgrZRp@E?dzAqVF&i}qgYY|gyaONK`w5znv}RKhHK}zau#dE
zRz0x~Bc+sJLqOh|0G9x`c<K<h3o-yHpuxC_?qvmLf-C}g0x4`E3AP<~)tgLRY+Z=8
zRfmx%Z{io?!YR`Q5)1L+lriE61aG9lu<lH$ejA5@v#MCS?ntA43+oIHUX8#EV}yIS
zwV6^mTmd(4eVUL;i4_o7g$PS-0_;f0HEu<&KaqWavi2KVB@P9TSJ<Px#jT)E4X}C8
zB$?d^*sGeO`c7fWx8x?UZacRQPp)Lyv+)lID_9BZ2EXQ12^h`-J@40DKhqd1ZJ!rE
zKw24;8&mK+6sp-im+1r-ikJ>MsZ1p1yG-f`9uGj>xwaHFvsqjE<7T!8NTlE4G1B^}
zD7UcoY^r(|7BooerVIY)!Xvb4*AI<kz$!%KY9r;jHgLJheb%73a?jV^kt3N&T^@@5
zk>m(F=+rhzB*d!lE2>w#kT0y{_BZ5aBIW9*B(da~eGFI8;wz8tU3eh&yruj=TcnG(
z@fQ;bxo{teFICIW;~`twZ^}c61zx@6Juz(7B}<u?=bDwaBBSOQd0Xar?<pmg6`NJ<
zyA{!QV)jV<FvPfFwE;vyKuOE|Cx<q!S}2jDQ5Vx}znZWZAsY$=G1U&w%}+RBx{th$
zzroioQ+@h<evOg74+`;9)pGr#fX1%Z39(iyRe$a<Fyywqi~s!jr!t^Ce!nP<{*5Ug
zaaQBD$939j-SM>}Wa+}Y5hv>?$MZ+NufQREkA%SkpH()ORSEXwH4zRK^KG-{rxwkY
zI3LLalI+kPPDaLl#@u{uK?)Lv2R>^jI7z@aMW6$_0TvqW>nIowfXe`2y5@p_fpB88
z11K=h9sS;8Hm1@^ukf#h@?PM(HfBA%jup;=>glKoz{OpMiWi~ZM4f@_xG^q2i_gGZ
z*fprr(=*O~p6sAk#4c{+c<|OI`KTVE_5Wq&`k)u6p0WWJz?MQ1XqhDdP(ixE7A%-*
zl-L<~`Y4pl57}|fm;)Qv{DBpTb+<IQ^Mf<QUlIpxbvb;$J$6k4`0W8ztklBzx$jE=
z51l$mboMzb=84FKfae20!I^8hpW%-P;fy4*`{%3wPM4E_Y+<w_a8GOm?4SP)m4Q#l
z;J?=pFU436!S!|T!$TL(`ix_J5!>O^w0_07NUN`B;1RKOzJ?{IPPiy=ir1$07d!*|
zVt2!F2{7Y8v542hGjKw$HYWFOS?I)z!cTnh)Qj!HQqskF+;e3W@Bx1Q&;)+6<RQJ-
zsNi%E*!UWnBR%4|n8uN|AHHw@sf@d4dpj^**Hd0cPt(tdBLcpa_#H^d+3q~2mBNwi
zP}KmO!9+mv9;?hA!3e`)Cj8671rNaH_3VLjp+JAlbHZyxC!Z#e5qWbq1p}u9s<`iA
zydlcO3LxWep20(fMxNg<yi-WVRnu1WMJU+ccQ^Fi#H-D!d;eDU5r)F@8=D>Nd~Rc<
zl&@qcHc$2Ze8B<=Uq&bgE@%GY%ee;BEZ}`CkA?E@eHj*Rbc>wEa6b$rp7f`+wLA6I
z2=O03ozZ>|NRNQQt18YHfcsy@X<sZOU%k;?<9F@H+Rx1|d#pxc>z_5x7Y1j{j0XOR
zGJEDUT4U_s^Tu9RshPaYKb1YOg6~_u()-tn#(Q&HdQ=BPML+b&IQ%WVd_O0q?KshG
zv(xF~Co&n$fv0%;NYt+uraWS#U%WHrXxm|@*HUaTE&qM~AI<r70$tgS!Q)dT$S~RP
zKSg0Z609I=DDNMyB3+#Q>h)}2`UBa{{_88eM};s@;K__5{Xm94kVyH5=|)<(x&CxR
zc`5!D0df?3cRVlrx5!l<dx{w*9U9=+-n>#r&Sai@oPasnBI6CyZt4~VkNV{=J6^mx
zaED6Jw<HZ&62#W`?p+DYHTC^OrjJz~@JFW~VDz>FZY&wKq~muJE@)-Cw0@#VF(=8_
z)N0oW`w>3wuN-9Z#Tosb0qf~EyL$sTbvTE5r`ObZ)$4dmh6Od;Eiu_wHbyaQ*M=8m
zx=%@CDo+f493tL*C{z>tC;oDlJ+|ghVBbgGd+XUIiC)T28gW7l!sE$LQBLD0n@|#N
zh!o4ad`es#&l&Q-wNMHL`OYk9ASP<@s8|8Z822ry=_ktUiSAYVO_61VWW#~0&r*Iu
z5?tG%1*mF~4oV-Zh)|HiM6tFoVGG9RFJt?M7hLI-Ll1i+pVqj&EH#ZQoh>MJFR|Av
zU5PLCEJ!mevDGSHc<2D`T~sVNRxO1m?`sv@>R~bWKEMKZ1|VQC+*(L2;mBIDg3yVs
zys2#f0@u|{K8ay~lSn$ikeFPFDb~jeYYRlz#T4@EPGM8F<}_>i!|Fo$yzHBEvp1C8
z-~g+LuaK{lvEL#4G00{D3(tW$7EI^Np{p1WA`8=Q;MV7lqK^IbG1o^EYd@c49lz3R
zNJn&?Yq|#<d8qgTe?U(1KPkxU2Jn4>UEsB=pe}GB7Tg8#9Sha@km594CTon`YagYc
zB{z^xSB&Zm;|zThq0Fcr!?nw!_gb++FPf7M=ET;O`XC-`IV+pq*z|Vx=~0TL(eJOa
z-zur;Z@D~Nmy_IO=acr~kjl<aoMh&IY<Jl5Ai_6Tiv%Z;o~<a*$3VK(tQYqdf&!0}
z(ag7EPS2DES^@|E6}>zG%M`XIHmi^m|Ay@U1Kr?9A_hhUY|zZop~K<k>hYzMlXP`;
zfADT{C*#}qhbF?B|L**HX*its-KlW7Vds6--5+|nhx0{a4cng1_%hP+|ICYhvsoZ!
zU8<h_I$Fr$6d1(UtiR2SQ#O-x*$SZ3l6q!*2#J;sQpv>%gnmPUn1Q-;W~?Ewc|9yG
z2*L1R87SOEci~ARzh|yQy<5FsSyLSMe-v+K+4|_<qi5c~`;tJgb1)`~eB2*7xbbKc
z%7Hf7fgYpi%q)N3A6ugR!88EIbsLKI!sQoCma_)z^qf2){;*mAbcDqVjJQtDKj86-
zV>%%bV_+JpyA8|rD9{FK!{u+;z}cJ%&niO|_WX$i<RjuV{K!AU8H7RrQ3rqck}axd
zN1~tJ0$Sng{_}Phv;~!0&bqUEzXNud!aPTYW6T*aF->vMF%tC2RVTil?;7*QjVf{w
z$Sh}L%wvFP|9$zCH^mi0=%3i^JM6j2DktCvH=bP{NdannxoPCD<PH3CP82VVUtNCE
zyR>~jLbC}a17I6-ZWMOXq|KvU7(7?MIMM$ueab=C;i!k8_By$Lt}(mS!wnDLEs-_6
z!!<FyuXujMS9iSgclKA!ujatT{o|oXG8aD`-NhH$^RbzRzC3``Pu522I&Z7dE+{PW
z@h3&XRf_`=GhoZjcwx7<5-8B`B9in9p=MK1c9CPFE?Pbi3hS(gQBf20eErfI=vIQ{
z@Nyjm<x|?VI-g};i5&;@XFrJ&Sy+45Hma!X<ZkgGTaM&+@KxFNgR<M$Jay1KTcFt=
z2!7p-a_bnu4yN$4f%2dd&S#(v_jLnZN2b`-Cu{c}c(uysdA<YVv3keXJA8>6(<5}z
zXVaEKgKv)Jsv%Z(qbcZ8HS(y6zhWctmaEQom5!=Wiw^9DMm3d=pQN{QoP;%|Dw(GF
z7P$sFPjxDx)H(kBBtU8?@pp{?-nmav1AFO(drIW3LDMT4?B&AvvJ9Fy(Lc**<>oCO
zMm*xZxd+b3aO5>XJu3LJgZBo%f(v)SPk2GkYZ!^Ymv7Xd1NzWgQ?fE2!QYc=v|FJT
z{Z`Y@1c~3!6O-m_w8P13telBTW)O;c|DhsB#d?-h)wW!2w*9@g$@{;2kIU2TeEQuw
zeX66sGv-PMC@mIE+MaGmpn6O!wBnCBR}YcifVh(Ky+FXJe=M`JF?JhhQBeGqRmHVD
zNxEaW6<gtc_TMwO`rj?ZfYF_B^Q5HWabH8L+Ux<qkU3FIn~Kxq?fI*10Apifw2H7J
z3B;-*QkAC)79e>^prC+@V<uQI>-P52=M!u8#P3ym@^=k{0L{2=sgR)~k=|t|EQ1So
zf}Q4qFjUcJ;*p`uAhp&xu=rs^@TOD71sTP2Cl^Lim$+$^vQa5fYeSZ-FZqo}+V$VV
zu<>;0$-DNWdv9Nf_JTFz6tQS<3LbqU+)ECk^(x7+QyMlqF_9->FcNfV7sv~Q6I*Ls
zD^>sUR@gMlT~}~y<q=~!={)Qv+@~y-cYW}Q3LzID7-|G1kM+S?0D|nD9y+MpPYG4V
zn>;DN{|9e2_3)bz;c97xzfSEokvwT@SbkiO+_%8eXAc;g?xPv{c0&nKvGI$Cs!ksy
z59HqmCyXEA>G)ZmfLy(Sj@kZvB<M*80?lkT<C9|!Iz-~zp^G|$uX1qUc6UUI70*8r
zIj!zZb1L15zdkRsy=HFzj<v+}J1=I^?B(AsQEx6fyRPcjMXS!j?|#&zL~U<gl>HqZ
z(0M~aCC@>lkHj{=wjH|414$rKhh(Lq1%mSft$jo>Ifj8bhGAL;WH{Z1eQ*ThY`e=y
zX+0kXrfV4tG`gXg884xd;{Zez`$?_t;LFUcmBh>=KHfbp9=tc$uSng0n9%K-RXopX
zG^lcDTW*^;&TCv)Y21GAbY~`wJ;pB&BkM-@j3NqnfOG;bBqD26Rg2Sy$um4gS~|KX
zHz9h>HKH5rr|+lT3q@tgZrmvB02n~P{Dl_?RLs${K;$1Du4RX{?Jl=_w*`jZ=k^B!
z%pSmF(PuZ-vg!Lz3+O<-03aODk*_El*Natvn)lxQ@Qni{9H7F!zfD>4^ut31@8baI
zttkI5Fbo0`!5$j`SQP5?Vn1OW$_v4O;R+B_O?WK|<afQ=ftb1Z)8tM$6%!OnyFq~L
zVHf&K<Hc*6zXB>e7SJm6rOo}4-Wt%L0fZK!GBF^)#F2-CjRK)=kN(bDXvO*?hbL}R
z!pkfecsmwNP&VGjTInJk7U}5a{pl)04*zyZwDbEOz~+Yp0dS^;yJMs4y7iOIz%@`e
zJj1gAB<e<jQVhQnR6^qWFEv&<4KFpXTcJR}Ct>0tMh-f~x318~$@8me@~a^<wVeJf
z@gjIcOn+p~kbl~cf7XCE_YmantwUG~b|9TuyHW7)!#+`TSdK398(Vf+b9w^YO;Wqz
zA+nx5E8b>D;AY?2{}lvZ`;%8-1Xu7z1+u<`Fa;rdV*mN%+!u^d{`L5mk5oLct#;=d
zuRU~lc_KdcGmXQ9PMOaB&c5_X*Ui(HsXu-euy<7ROaBmNEhFiLP6`ue{BY~L;FaSG
zeot|VA9n^;AmXAJ7f<3od27jXnTVSnR-R&cA3UjJY7uZHQ-3~j$-St#BX-jfzyOo2
zt5FocXe+f~8aak9E7_iaQgEW{8i2fiI#!0_b#%i$e4#8!BC+bt>Wd#%6>XPEAys^%
zuA^=hT2ZoaX5jeFnMd1_x)b~x4ymHqX(>DLyfhGdO_!4zIDW9{C@)m2T9#@3czxbA
zY(e$n_paDJd?2CoNAoXpt;{b8{@NA}Gyl2=`o-u;ua+Q-7S1ROyKAv>lhnoJ|0C<X
zquG4iuy2b|32Ic4P`g%XQA%uDd;6-QO0Al;ii)79ReRMgYLC|5v-YZ5wPNqRf=J${
zzw`d_p7Z|aPjTda?&rF%>vKK16Z5~Z|2u)7>neoehuW+2+^l)g?mwksYJs<Z<x87i
z$S48hzE84idhM{Jlx6&fUYyp-n|g}d;)_wY&3od$6_ad4E`f$Ljt2UjRc@;y+fi?{
zD+^<iBN7juzUsG86=~wPDveuiB>F*{U`|WEC78eFLW49OuWXAIyn3P1L2z9oH`f@e
zIJC6UW>K!IX3swn{pIhY5lD0vVvJ9|kKr{Rq|x`)3M`Ld7omUYFu`W~B4+5IFo<OT
z`)5$42snXot77WclA+rbbl2QD1rbo}ac4EVKqBr?Q^+H>aG=YFX5#9ZegNZfv*{-N
z>dK=-|M#65RLvSsEq*^$xM|eKmF}06b%|eto%NmwZ%+YFhxO-Fkt$Wn>Ro@<<IK0w
z5qb<Bp0{ZmqyIFZ-GC1_HTT$`z_-7zRAeClOYzy7Hmw5lN|g{nyv;|B_SS(X!=@i}
zGvCEC8<s<SeIVwaXKZ{4?l}N;b|qZPTmp|<3z@LCGm&Cf#j8+eava`WqE#rGpG<%p
z3E?5o$y0!(8{9>r?h&xf+vkIVQ`QslkbM_V-(yD70}}4jpEiEN__qRKIc!5GS-EYT
zQ07X6GX<wCF@!vqQX8pM#Y{wN*d1<A<@Ty{9`aDUXF#CJ{$(iv#8RttQAH^%jWFi|
z5>@|87KE=&R84!NEVl>njp)ZT+aWQsj|sZj$6QGsjk#z?@~A#0*q5cOB&~j*gEcLM
zCo@^S7sERZ_)V)A6c__`@p2!<kDXn00NUeO+iM$k1j_A$DomGwbA?+>L;Zt<1(IH<
zEoY3C>J6ij!~h+o)X6s#sf%w%0#x^R`@T}iJ&ZPxgyZ=EW=<Y;{b2Ddx$AxR6>-H8
z*ou@i31K(-xk=zfO^$}pXRUQ|h<0)6g+=b`8)cgl2@6||M{OnogT`Wy=WJ+ydp{S-
z+s$^5;2vntnN=9y+o09%*eQD%zb{5OV=)u(&HT=0WkrHAOezFVhPoEN?n#GL@8ubb
zOKs0{M5oq6EKu1js~yOMaKr?~@cl@T$BPOTFnNH(Q{mxVzB{3dL_j8fTQe|P`h>@1
zcG~2*r1F|Z2N8ys3~iS_*K+RfcM{^?;um5mEK0L2ZJYRAjdFUGbVWKHQg`PaZ5dtd
zNZs6=r(gL(fQ``B!r>7$5qlU&(TG$RvatN1awPhj%TeJ2m%Aq_ffh0Z@an-#ArJ-+
z(`ANt4)BVA$3>rSm~x9nJ(!@J5Pk%9M1cs=p|pTD?sw@!0JdUaT(;?Ihr72)0lj8c
zIMRtAc(dr)w}#~`{z&ZH$qb@2^7fqvW^*@Q1Xn2vNFohO`+8(ypWuoC2w6RJs1^{y
zp@9_d1r5M?j)FQ)du&uxWtt^TuG7<4k!WB=AEmAqdN2sX9wo0PI%`g0eHyWKKZo10
z9P#%9X1aO=Mc1HMDiTcBtk^oVRb~+#egw`s6hhS2p^q=-q2h0`UXIswC3<ZpshEnM
zs;m(z90lOLx@;34zp*Uc-PZ2?hD6=U;1)73M1R2*C7+S@!Rx(l1p(h)j_k{6X#od)
zf<QKa&7@5vfAI+)q!_V7pdbgMXDX(@U!1h_FnRZ((auAoT{29-n!>P;-mtRX@Z0zM
zhH49*FQr}m$GvA3OHY9J5QuWqT+s>mi*M0s1nMUec8s7FyF|#L0VhN!;?a!%)S>jj
zIkS6%XII%=PEwTYU~$`rs+JEU6YfoAuFVbpg{`&U8;id+&zqZU2=X}%JS^-V02oo6
zcB!9!pcSqKSkuiVGEf%;Jy6A9C=Y;rQRHI;gNVpbAsd&82yHTaX2}dL7Lna#$k^{w
zumqQK2jF3FA;-Ze<YFd(YNXl1mV+{@Cmu!w&lm;e<FZp3c|?Q7S;M3SfboBATXe6f
z2BXk?L^vdvU>ER~B-b>nba&;hycwz|{`~DzxQ>l$Jrz_M_u&>3v;ta93paDR8!|w@
zIlWsHUv))l%>DVVmCjntdRCl?TEjB5TBEBrk#|^wtn#0Dqmvfb!(rY4x>KoUH@8an
z$<8QSqu}`rKiP!?Mb!!4)!m-PA8fmn=J9RLftaAz;!&QN`l`ZH+#MWuiB>`o*$!T%
z^K5TwtcxFNdq!Ubqq`c_QmX^&Uz(QM&Mfu$r^>g9d3V7%9+!{n{Js!!JqGI>2&2rW
zk+SVcM4mr&7KDH<m%`kFL8lNhJ~Q~=R_7asnYVAmjtT<<T+<VJ4E8A)!#DU^0ZLM;
zKO@2MpOQfjC!^Thlpgp0&G7<e;qCPQvLIRp;`>=|pqSQUJJ(3}<FyM1Y3^<RxM)SR
zos>=k$3Eot@;<ghnCaJbaaMR6J{EuH=d<@e!;7C)Ot4i{`^L@%n$EgQMILnrzh@KH
zXqvcHdvEHiiFtkM6razIjI>5P`Y$~=Yq4*ha%#8myYnBw9g1Xwgg>B^ndpar*zx5I
zU}2D8yp`i_h7gcEB)?hzml|F3&v31><%u11H3?gbPM<Bk2m}ccUC>QZAs}ZjS@?V)
z94PO^oi*3Ben;X&MfN)2Asz{y9H<o(gNH|W0OI^<xt(q-DU>7-Zmni{6>i+hmsCNv
zzAN7oqFu$S??je3CqGGLa$c_ell#ve1&W1`Em&dfbxau>`wrz6h+H+mlJGSfla}=z
z(*OGL+esdu73qwY9;lZ}aeA^(WvJTrc1LrBOJ^HV9S!4?jL$5WbS(GK_sO^zSlkCX
zjH|knN0HybIqu|TR=PZ?kZ`t^H-5_?pkovZOP)UL+xJ*=m-->e;#0@KYv;&YBw&K>
zV4DOoK`t`vNz`==KSqJm<(gZxY3ATYgF12$CUit|f<G1N8mjb2K_N^!JD!tj-!9~#
zX}=LL*cSu$=8~6<h6f^ZE-S;@_J5LnWbBAmotD}zFU1tkDl`z`0_GgU-%t#DBsfZl
zW(N*P2tOiqw?n=j&g268W_U939X6m~jGK5m_|R0ZjzKI-Rc?zK1QXnfW_!oNULKQ2
zjY3+2_w)c}(BazC&rD4cnZR@ag2y9|HPyWU{dENl+>y(JglM|mZ0sGCl^vX-+X^d7
zn%@=H`uwQ!udT7`UuayhdwE)0Mu<V#&7D>2DquV28YdQOcfAgYn{RS1f~at>B_P|B
z%921QA`1aAKGNl=@_`HE8I<N^S$NDJZ^L<s+es+KPd4abdqJ}eJS+qh9D<Ml0iyV!
zb3AoeHU&l^AiHCM6?fZ;>cWo+*z%T~zw*nw$pBbA+}H3FCQQeE4o+MOQ$g_nS4#v?
z4}i?3xdZV2!0@sTQ6qi&bzyet03RoO*@hxsb-`YS2FUUQuIB$RTc9&&lFZZpu#}3d
zBZlMJ7f4=sfH`FW#v%Zy8q6L5^8w39Fh5b%nG(_dXzaSsm$6p%74VYwap=#owk&5H
zfT?L}Dt@(xUA1IDhqh%L`uW!0PEV9MYt~}jnvd7VuNgv1DlU@Y3$HM?z6ap@UjB7r
zw_g+c%>}iv?_Te5|Lj6xR@U{GnrNj*Rhn4A9?!PG^SkF+UJr0Czqh5yeZjE^JhPsb
z`!3Eww6p_&k9+!=KuLgX{a2&0w8DOQh+~wh96&Fofp~P=<0Fl2i_PAZn%NhcI2D={
zRhX2K&W7@xeHag0>r&P$ql5#N_4{G)$AM^ohU9;SaHV(4Ii+C7X0Jl83AC<*v~GZ8
zPz&RZw~g^AT>Z=su&}u?%O;Q50QG?_Y`80no9AufzgHIz?dP^_XDP)huD&LJ)Sy@_
zxaYO1@6ctdw;=mU!^pt8vbmWh-TW@S_!_;w^+rO0b>L=%A0Lo|Lo3)bo#Ew8Qq(^X
zqJDouRjJR42I{a-P6eyJ!|)hK)7(u67}t(3-Fb0IcZpBr4ZOWM{2&khMNQ(g$2V6$
z{ZpspSCrC;Zd3n@cN&Bh56Q+qhkJBemQFv@h|zhukUSo_;DeQ`8~>K6Rd8=(0&keI
z+og5bXd#~;>NvE)XEXxmVSQ<7E#g32TJUP}D!I67T912m1zN4fX_dSgf~YL*PfJP}
zdpckx)oS=FEfIJcurmL97nm9lOnf&)`=VgBpX-a}|NkWD1cEq~>LS`jggW@Q*I)Ko
zfrmi7y3ZT1)msB%oJWK4_Q{K)w`*x3zk@3piGDRYpDop>xF`R3Ve+i^jZ)V?5y-s2
zshf84aO^2?2CfcTFbG{;hpxDWx;E4=`x8B&rJM|iW-`+A)ajx%!zi1-n)ZDto%4K7
zU$U@-m+JI}k6QH^#Go~#G4Ga1tEJI&GszoM@l3%<&^sQu4G?m%5IipQ{;TtQp=b9V
zY1u{Z_CkC#=5q53pvpVf`Z=FLs|j-*jd3X#Z-Lf8t>GpZ)2ReEcV4+Y>!<Qk-)g3V
z{T0e~cvh}tM6fXHb1SBA>C84K6}5V~7{XSv162)=JY+wJ=mczWPZOIIKgvM^DI{Ra
z%@LwRUUx!Hh-G1l+DM)aPFdK%hwtICAOKxJN|dWaM6{BmHbC@VEtU1rAh%U0I$e;8
zSsJkOoP;oc$o3ar=_7^67r=sZ?Q+o3+Rq4K!P+81NrIq!HTi83li6_X+HjcS6^S|i
zZ}P8x>i|+sK>rZ*1SF3a9Ka*bQVAK_xm2nqv<#J(HYSSnE`_y<?r4R@1)V%UCP6>L
zN6D2EOL2K}Oa)T6-LDB{|BFAKJwxlz{-`(Fm~cFxFQ6;pPPu(X2@yaMe&}~aU@l3x
zC<std?|z}^c_Tm01C%!`3!4k~ZC<|rK;+*S9Rf84+)Q6}(@__>9m}N?T|h=XH)WOL
zgIUr?yc6X6wSePj{>&y$K;Skm`8;k_{Z3)1(x9Ya&GkkZxNYS<CC;FxmsgMj-~s<_
zCVP<^8yCPJzS`<s%<cfW>T_|l@KG=kn)Dvh;y_rq_QYX4QcE>3P?e7HLbeBrdbket
zzJtSi-Aw#+0%(4DPjdvm$Arx>hCI~M+jU-WTVE#$kMQ9eP}#9B_{y~LH|;Z8VXl!B
zMfyUf`rU_ii2sbE^TK&UfY}TfuL>o#ccc=40MTM|MBRb%Q_ylK<P#Kh1yFu3+rQLm
z{qs%(T@&3_SfmcHjt1ak@TQ&TF6#nW0I%to$Ncis-7~X3LE*qJB$AnwpR&HVw}}2d
zUG!cejVFZHOQUgbL$DtHYu~pB-YCWfpnEpXDrx}<odX6y0}d`pPXSQIigtvoHUs0s
zih#iEf*5f3{wI9@m_%sUCIt(wJs1`P@Yk@SNNDRbldB!?_1*XyXU*w0={d~Y)zp#@
z0M%%c#4dlG*ssv4ZIxU^zqi^y4N4rnNRpX-g`Sw2KNLT}czQ6Un`10LtiTzR5zj==
z*nn01qLuN`U-I{rt+0EWkPDFNpZb^T2QrY#fT36m9m;}&Vgy|*3Ch){cyV|jB9ou*
z$SLqmAbs#YP`7SGq%6PKH2;%H{wIb);)WI3qZGvcvL~;9HaPvvcPgRlfqI(W@nv0u
zvbS!$LF_(<T!ltZ)$wD;wp*6=eaBW2e|8a(!1?2t6a`&m$-yXyTY&$VX}Y(;7tcqG
zHz&pcCEe9)%u5U<eQ?TrQST}BvQAPKlk=fxx_V~u@upq#s(rd`5!C75J3N(<A$o9N
z9)-!xE)?W$TQL;#X~jDxwNb83$>hz;57N7zijZ9=z2~nA?7)S#gw2!r3+;(lqzTDY
zVtLI02*B8IyT(ET4h}LrlDiMcH0cV?-}kGIb&XoQm_K%??Q?y#1P^rV&N@VE%CD$c
zj_Oi=xzB`^>l7A^a5U`t+H<l$vs$}+ZY(DKfajB&wIkjk&6^Wtr`H#FZoF9h;;aIZ
z-Og!q(X#M!T|k20vFZf=%bOV2U~vm!4FH2xhUq6)frB1>)ZLNSP3dp%sNjM%FV5X#
zelFAR=^j^4I6Mt~_M>W8!qfn7qD9|w@62-D;Dk5a!&+hLUMp}+)umPKJn!#Cr=-?y
z%n0f7CL)Q?cHv7#*bePs)rR{o;{6j(p(2>5sXH}f-Qgi0IjhYJRI{D79I}~O4!2xu
z5;>*Pl@7NRp=`jn<d$uqx?RCt;u`Z%QvN0W?!7f7zTdaM1ht>^p0V65!E<x|B^YfG
z!DO1X7QmPRpY{rFMZ8!YvSgHss<<2q?(LYqFa2}xM}~i8u2#0$tMd1v5z940#!gP|
z@q`s@q(h{;5;vP`lB6|8Z6mJ2jafLsv(bv2?$s8h-?wXD1(yEp>Rcv>Nv$5oy6xwo
zc=4g$54G5B(!Asz|8-q7Dsy|6o1#h-r<(98z3m2|U4P}|?la#7asdfJvJuL#yX5RI
zfwONPEglj=LCiv+(=Sz`L(E>IsanGDo9WXT*Q1vIhHPU+O!6be$o>NfWo>WDuE0tL
zV;462w!PLUArQ-y!TZZ6z34#KRu^5KG<oveEiqk4&rkW|bnRwXLVy4e>qss?vM#Y*
z&n~ajlmq41s}&Z&h_XRVmI7%Ub5vL1?!np-FQ^HAQ!DZlJYi<nWeIzl{j|gWf$n~+
z{Sy^-6UEY}cZ)ly+Q)84u2Fbe%u?O8Jv#zbK6<hpp&qPNp$1fUo|*F>TfYaKGE~G+
zWqe;qxbhfz=r{<|zIpD}uwWW3fPqa)<w<H9`WLQsyXh}NUU=sK6T_R8*(_lFL{-L$
zwy8%-gh()|l&&NKJUwp}XKOu<h|NM*zEmA6ZIYu)A1nRzSID(8Y*yxLOzT6R=PF*-
z)-gRScV_MC?^R{LyKhH8(%^B=A2MNqfJRk93Y#=F!0?!T(I3!I2dv_yg4PpTCDz9n
z!tmu?me<`tfL2W*fSpJ&ZlJU6DVB{69ZDHmcm)1H)oPsZ@3tu_x^VR&CvIhNAbkA#
z@7!?IsiVL{GXQzkj|pnBo`}M9)qeLNy$Y?B&WeyIvxQS$u>%qrh$seZ%Y((U?Usw_
z1e?J)&q6YV#sb3|<T3*O`j17?<8|jcY5~VRaFAm!+a+&fyKUR_stN<+Z4P%3KvX{M
zQN8qi(;|dKq$p#TdjYlj6(hDTe;H@YdNsQ<Gdj(MwRy9X%!BW`Dc&U7w(ynsp9anb
zfc~GE;*o(WzkErO;r#cA$N%*hYQ`c&`;q{KoL#X|iKu92AG(WUNW*IfoHQ<xM_op}
zB_{vyCbIiL5y9T=l5{m<e&P0}=U_?DvsHTOYIpWR{QFD9(^<@k?P^5d-;$t2t;-~t
zzyG1TruGh}4lyL@=KNX!<+8hN^b2-t1O*&64}n-Nbk|3OnZ!EM_aiofb%_@VmBp|D
zw@r6%z>hk90=~bm-K|IfkSBORax%z37vz&NVIs?hd{zj^vSx6&W>DkF!>GxUJCorj
zfCWcZMjM?|!`cnx7m1glX%AZIQBci07zHD#BQTf@cci!hl?OKU9^oT!#$l8P5(NlE
zkzQ?ZfR7V97L<c0(I#>4i21w$+&Jec`BGeA*a2B!ZNA!E=lW|wcwtI-N?+XAd_qre
zQb%Xe%w&g;&u%~nV8=adOVsFry5&XkKavj8Qd77dClko%0N%iWIOSslt6NfbeAjO{
zJXmliT>CT0S=$>+B7a#Fn`^vya_ooff_$O!M}9>MR>Ru)d`3K^6*d*K_Aj5suD)}r
z^Pl;rlP7lla^iqK)&rGPIuT@Nxbw#2mqb+Fw=>{s-zA^t@l1a$Mk7t!$d5bPkRUA~
zXwi>q$&~EhFsgV7rZsGLLWc(bO>SMN^0c3FNhq*-)GuEB(UW&qQ0e|?9UF6r(Elrj
z`!<-?m>)fIFT4I!b0~_-E;<U4(_5Od3O*Dlx(_&0%*pmkUJ!V!x;+t#=0z5`n{~Aa
z8x^%IeuOfTS~IgV`PNT8NTcJkZqCM+w4d2*u;xrq8`d8F<3kJzj_F)F0$<GDWL!;p
zUb`lqzwr02I-Fl@G+UR_i>|2q+0vhcc55Gt7@%$NzTQNaJO4IY{3G#CWYM=uT6He<
zKN(IsyaNE$Xv^A)^|)LNZH4q?C4=jd5vqlj<~{uz3tWRcL?TJIJx4@k`=P`&a=coQ
z=OifI<CGzI-rr*|u*&9;122Md`v2fT5H~WMHt-eHLGrKx#A4z=7(`PMhSm?1&3i&-
z7aXYSOg-^3*qtG3*<=1hN<<+{*2+Wbhc9zBP!*$ifR`-Zy&lBT$zv|ebvK#<PyVjv
z@uvyDWye<A5TUg7h)wj$hgPDybo5ucvJ^?<1NfrGbbQmn10FC)aIr>?53Max70Dj%
zrx)v@>;36Dv+A<F7QMas#Xjr9TppdMyS~mlaqEjK^xT>r=_~HN(ykHvez+B{!y!CI
z3#5Q)G1}&&*=Cd<WP$9kcq@F0YWb?EJs0x3mdx%RKa;jCeGWA>ieXuCKghH=-R9y0
z{t>KhZ$Lmw5#mLd>-;V-A?Z%Ob%w2m-G7NMQNl_28=NsS?i%k*5|}FF*C?tyHA_jl
zLV06MrFo5XG<XbF-PQ|DA4P^R=C=oPd|IhTMUXGXbbXV8OF;Z>6*ftUJI#P^9<m)=
z!x*Mm4A=v^n*j`j%ICGC=YdA_ut+INsWn|z%}OGZGg8eJ|DndYA#whuh5ARS^O*!9
zGGAvXqnIvApZu8r6Y_!|;!G4yYCHtZpDo)QfmeEkHYAJ3x(E*dL0AYQ2ZZE5y_ak%
zxKQpCgbOuRPS8y?KhTtS;9S$FWP19QE=^If`s8#}jab(HyQZ1B7RcVKe|5d2I7wjf
z1(1oMEygZzRvA@A9*oPMEQuGK0Fa2FKXgr|6MTHj0bpmjPS}2ss>M;$UR4t2+)D{;
zdTu}#_G8(II;{OQG^9Nsg~}^*<x+(PtbCJs?-1eShWb>LlZ-@2h+kY^9oGqJV)jnf
zq$uLsOw%!wHQP)4qs>i{H;dQICbI8_+uF+5Aj!B|QcPDOV$Yly3lwrw;3Q2jTat1x
zU_);7zatGTbVmcR40kNPOPE8N%!7Z2lyafl&?B(<qVd(v#?Exz6wcRobx!K#5<U(u
z1Ps9iwgXVQncD*Z5V$nIh`pYgN*4co)iwV2JLyB{p}@!bpXiRM$u?(G?BEV2s~xla
zw_!<O1bZ@Y_VRSKBKNB6=#&w|e*VY%M3BrMKUOH^N`ddk5;*pS@Ms<Fa+$ZSDC^%a
z;^}W4PZVK=m_B)J9cF?ROFTdk2HO1wk(yzjs@4wi1a9VxeC7-rM@v03a$XDB4pCHp
zJo3suRmi4Y4%MD!Wx%Yw74dHRk_Hbxyc2k(a8|U;D2iazl7Y*iNNE5CB^5uLB?ghA
zcME-s?|RSMmFt}U1bjTV8higuPFF1IK-=QsWK-szS+tjcvQ$N|lpu-J28LzgmE)WJ
zvY;{uCYMduXfqVWKsQ;IPj}v`Yl+p?-#Mcj1l0G>H}NYj{Q=V2uCYQK{ZT9O7Pd7V
z-(FZmvKD@5&nFK&oFS7g{hfQ|qSAMPhxD$NZs+2-{z88oN@GrW9rz+H8{~-vn}(4)
z=4Nqi{o#A!CjnT0CTBcP+qj#WvuCaJs8U*G(i=A7C2mVUl8Ho)=1|$sWh5dhJ^fKP
zaC=1i9sv@L49+8YE<)7#X=sfXm;FGNIB_OakLybZJjKjh1Ch+#%lRD>G&yXYrdxMY
z?D^-*M8EjH-ohl<hSIbwOr1OTqqV`TYY5jEPnT(%tCrbcEn_ZLT}@qa$_efzNDRW2
zHVy4!^HMl+6%O~oBI)Az88T{%wG?Oj%+R6>efP*oB1PA9#L$hqI9Zd5hyKi%puP4u
zi~n>`o$5*;2UcBBS!2RG1-(ZTgLE|k66??(8%N+b#B+wfEC*nlZizX!A5{hTmr^nd
zwBDo0`tkJy21c8#;qom?Qj31`-yBI1>6otL3Z10QyK_FexSn3uj}$9VRKgddxG!Ig
zh{ZdmE}b|2^EhwwN#3SD1wW3Td~fq5X-8*!Ski8ITa<T7=~vlr2kyp#*49Sc*%J!$
zxTkZceKTi2H<HJgCElj$zgJ&))|=|&qB*#RL)~prl=)8dn;N9VmxBbXzOn+aVh%-^
zJ?AHOh(?^A63mnc>EbnTAgBm?CJpOfWoThbU-=GFe58K;Jy`cBkdbB}q~}DZ%F?tr
zI0irksSg@-Q|0cY>p$Vvf#hzm2SRF+^BW)PvSbry6BpqN2RXP+&{UGTos!Fg1WH~!
z98WdaOnt(Ar9V>IUzY75uL7gWsdkbZBL}?#=B{?b$X<Z(La~~i+y?#|$H&fng&tM{
zG4*(Cr?Nz(c%fB1PXq$Gf0bCS(iKs&o0~!$M#2p^{tz?C;GN1oDS%;w*^|L9ta*#_
zwD>haN;(}3^mzV9XqE$35a2)wB1DlY1wqp|h*6}%h{D8mrvJ+0@?TKCAUFzA%>a1a
zJj&RP<yhjgm622gI_Ci-)!Eo^)8(5>ZQ0ix!+!KTd8qQyfoLR#@uKwBC_@3c9jVd@
zKhm?aXNqDej0`3mVtkwZz#r%eoi6cip)tNC#G&|U5-jBeX%qRfYfKMBTXQpi|1kDA
zmwnUKotpIi)qXN&AtJ}@F(S<3hyn!_``nIs%}p~CMesjZc%_ifA81?V3sWslxk$tq
ziqsy9hXwb8!bHHB&GK;B!Wjiyse5^UpOeVR%I!h^O~n=nF`)qLT0z_n6uI23_n@ED
z0{>B_&ubb5i)Klw>+5;Oc06bEH1ExwZXtRue-Fp-W3WRzJRLW|wG6El!dh?sHun<3
z-3bN}DR*Rpy4wngfz)rhei!NR6+Z12CYy{OR{i)j2M@6vBrJclLg@DE30T~)wYlng
zvaH70i4a%$8PoOZ7u*j#0xoPhJlOa5_1bLns%>j+Ij3s}i;H1De%$}rHK_#%!}Bc{
z_-Sy{tKIATOCv$qwTMf48$^@KMaH0>v;0xS`!1pM{0^b(!!Mj282mtUJdErRl$|sI
zvGrx|LdlbdAQl9KB&t~{%Bjm}=m}gv@`~BKM7G4#pyGo>7!0B+7hp)hQi6@1%&e_B
zs6BV0^zE3Fk)4Ui&}QfaFCX0Uq`{esI)t1YI)q55{k>(`&7Y|)hxYr2`N<7IZI2@4
z!af{d&x4d;0iV3B-=aRHVr>fIF1ce6^)mF5j8uD+z%Q9OX*I1|dTO7ys#|y~pZ&46
z?ql)kknKyg;!h-Ph5JRt+dLKag1i-{N&1c91L;bf;T5XCzIF=ur02fu5F_A3g7#t0
zSv44~Nv4p`6(Uo*EZ3hEcZ0(bV;crv2LC;~?Ul;@%56=waz8qBuBr=s8?VtGv|W<K
zt(6`sd-0v{xBc$Kd;2-ZC&p!OX!7pIIF5al-e81si?)LWiRD0Bb&QRiNo|&sMo-TX
z!ZG>a@9G<a@Dvp3^%E6TNA+J`T>BD(iOtvD&0R0ozw$NToIF--!P{aPeiKfUul`$1
z(OT<dJ_(nZW<H!qfHxpMGCuu08uIqF3k0%6f3&J*|F`iSV=uyg9z#gaar&TgVO>m`
zcdqPh9j1Fgxt4GQqmUZPbi#B0*Gex#57a6xk%))#i>DdhU&X0B8U4D@>I{YfxGK4V
z*|`h{?^UU;2%Tt)X~qc{_uYwkmrFT|bG(r~Cc7ne=)1Y``bALb2N9dTZ3LqGsYS8U
zDGF-*{uk@y=^n|1=J>x!8jMkpo9+{Kh+o{S-Y1eN_or%UB|ZYXM1P=v({;W5U!FkK
za7my8>+VgmGwuEaFi~|*z&@#evIP5A^Qv;VHJ*MP>K0?D3!LX7D^Y)-(RRV;;O{Pd
zY$)}<b~Co>!YDL@+H+xho8c@~6ayQuqP$ZeTDod3;rh0l0AM*0vO|8T3&4!;Qd;5z
z_i1U(VJX15(e#%?7G}!wgMu1FJSouNtE7d8xdWgA6CmO7^3Suh$?tXt7>jWvfz{}~
z;gR7Hvl(f!gLIzW@q{ok5Xy$_JT2O2)_*To+!9ty*ogX}k5IC&=Mxvi^M#2E@eNNW
zBysBR#?jWO!xN{h^Q}|IsX?j%Z@SWcH&VIPIzb$PSF%@%F)p>Xf3-nJuqSf$cgDga
zO_W!1$pT2NSl77F9%BX#WGSJ80n%ZG5pG??MF;7|cXFfy{21f;wB3j;z&!buioDRc
zL6WuK{zV+T^u3D0y+>|GK@pwcGJ^L22sB5>aK}0yz>)$m9Ue#o(N(B!f;KxD9{lce
zs){w2_|F2~UknI%VblpVF_rf#j|l8MD6-HR1Bb$=cW%A`H)v{qkwoQ;8CRO_4#m!w
zDGyAoGAHsdghW5HUtE5ue0gHLY7X!Z;I^2cFpR?I>;$zD`<}_Ii&_S{o58`=Cr=bK
zqT(IP-Y>8u6G~49Ai@IScqd@SEA~G>=?*4`pj0c%T~=p>LY^&f*PwRrG$|0}(CRYd
zxQKhi9sumOW1$;_+kxBYg;wFAK0*Sy{?IZji?3nqkh#z8p7U)ihYO!C4}SSx#v{MA
zLX2f)L6p@2Fi^MXo7+(>%I3#+j;WQ+q{PXE+vk#hA^fc|3>2$vCh3^r-)Bt^ZI)h2
zUEV}Bz@0=W!rI=MV;%zY1TmvP5r)_kr3eFmChk_5W`G0BtTCO3uSJ$gJ4KQ)`pji{
z;v2CO3%P1GL$?jEssd9ssSU98ajiqeu)d+I(1U#-^Ry22Y-{*=J6TpH<V1j}#LkZI
za09#RzQC=6%`x<)5w6ztYSe)NSMP^yark*Cn0|XcnVMyu=68#kQM1JgpAG$K5BiMt
z{q}i|5fiux&AlnwGDEo6!5b$SW;K;-<CcdNy$SDvD|)*ej>k+WyNyAtNaIg&0XuB+
z<OJ1BdnOd_<yTTuzH@d%6mM?;FMrKPkXO(tppKIg`PXNH0<O9Qgb`cd1s019Fj(1A
z>kF4V`gJjmbIhH52wIH-sKqb>S0|v00FdoD4m7%*qEw=lgKoNjwbZMn&6jh$fpNE<
z#wiP2JA5_w*5@ymq)F)L<4f^3M-j3b0wirbCGYqIE6x-2>)SCog~rEMR#_@1jU2Y?
zY_c>oRO)dmhMfJZkSlVW^g2}iSSV5uVrWoq0HWOCUrvaL#j_@lcO8H~<5&#ZOF9%Y
z{@&jecHyFuac?XX|5wSxTb&xt56=kWZo5vY=92CN{X8-TJ<~>B1*zeioFpK|#xnxL
zSoRI2b+|TDFhOEj@|GXIwuj8OH7fQ9NIq#$1Q{p2(i|rv<gL!qy4fiZDWcPS6036T
zzm|dUWU!GU-Z#uAJCBT9r70lwlw6H*9Nj5DqXzGWue+|RUmw1edZ1?}{i6cR#$8rk
zA$gr}F7ls@5fd<M6EHzZ$S;+!4CC28&!JRA-w##W)5H%6QD;pjq%B16>4F~<G+Ugj
zo-1rXZ39Hh1A!0kFEPADHeYEt9A8A6`!OGwsBjbG^`siPXRnqYllsd(wOBCD>i*b0
zIkOY=?4x04?}r**zl43%mjpy#;G-EcuJev5C*nCx*zRUb`N+4n)=$S^Pwtl}x4Gtl
zdHwYx^W7UG2Z$(F<SSPY5`W{JSXtSHM0^*Ub<yqF#q@mC_$cS?W}l%8-8;A6-ZKsQ
z=ASac{0j}ACaL@~aU7Aewc4W?&3N|Y?oq#%<3zvHoYwbt2q?L0-OYPGus5G<nUpV3
zR@H2WAV;-FF&H5XgBXY?zK(GSqaad%S=mJFJ$vwUj>D#jGWTw9iJF^7#DN*$$e@;&
z>lWTpcrMSQAx{aadMC>Vje~Ijh3B#q5Qw}y1jz13Mz9%-zL?z1V<M3MLjZatG&wwY
zp1c;K=C*2`za9SDk8bh@il`=#e%6K}oBD2yv2GfEj4ZRf-G8pRhM%X>1=7=|6E+OE
z2%f1%K^zF(HSCFc$<98&+6hI#ZWGoG)Kn;TRr{1=Cc&^fn{sZq>G~8K;CO;`wJT7f
zsf>Dl2iWboE?=~o67@Jk=aB0q=s>Vzl2>Amm>3oMR?dzlQMp}>2b0ZH6K?tqhS4U&
z5Gr#3C8CP-;nq2-T$muhFx2g-Vx~&O_AgX%rkj(*%pd+KQQ_}a{AlMvEB}+o$q~_|
zN?aY9bXMWbYYA&`<8xK@clLM>`W)UnN(?5&A_Byl_VZeg9X)d{>z8kjO@n(s_mUi1
z4D=?yOj;o4Mu$5Ws0osBNTzOK`|SmLRt>$e9s9JedUAj2>+@L|MNKU19eX4tkUV@C
z@8R)4V0dERakELPg2*RHz6Dq=A-K>eZSX3z6T6^_7ijK+QNWNK;>NNhw$%2xS0yoH
z3=4-rC<-0Elt7i(2Jg7&y&PUS@9#p*3k-h`D4cQ_fk&%iXB*uiG4{386d|bFzZ1+R
zTz(nqd`Iz+vgZ(RH>CUdR3A2c{u7~x0t=t~-Rt|hse<rv-P=s=^>_8yOQxW0YZW`6
zTTfjo8^QYDGFJuEA7Q63Sw+O%Bb;yXfn64HV1A3TKpM-!FtR<6u&$mjU<UXjhvj&M
z;u3zjKucSH>OQzBH>N9U9XD@$wX!jgTxZzU*m5z<(g~mE#DXdPXKty6p%<+!6h~bn
z({*)i%{5n9_jj`t)*`wRzg#3^Ykc>!<|q(z%_qs{Y6z2tqnrGv0Z{+<9wdS0%^zJ?
zY8u8F#xbvtws}GR<6d5mT^+)X!J)juz~d|iF-9G><q3sBVu!7)9w1FfsUeoq(a{hd
z;lMDo&g<gE8W*t6rAfW7^q&^iy}uxLr)#M?S)`^kN{R7}*`A6Il>~a31POJz3_UF9
zyd)7m`9uPLM*3Q4?1Jsn8X-0MStW{LGvqUlP*Dv3{g;kp8{JW@OKE9fnIEn?TIL~Y
zJ955rR(kFs&?7~kyPquY$UtE8)^}9hqb9nhj<Qya^D9%QheylglMFfoV0Pyemj2b#
zrP=_G<g(|hu0yk}NwFOd^mI<-E(R3i_JDa*&x?MHMXKl7p9^rP8whsXH|89&Ai?{+
zRa(-&CU<Ke%>KL9z-Tr4#lma+_y*!(uCJ6(b#v&5>FM)y|BJ;>*TS8d<YZYfNQA{&
ztw9};zuL#d8T8{k8O}%K1PJ+fCSt;?P;NN(lc9)~@N4rt3ce~}_kD|k&NNeg99V@v
zK_j`)i1ql8WroTC;N41fjR4**2`C9Ne=L|^3QJc`<dB>@)!gU$aj!;r@kH!gVQL2i
zb)@`pB-qzTdrCe#(s!T^y*LSUqtO~TLie8xyK8J4=_M67s=Xgt8O~_7WVRaI3>>+v
z=L}!dEpS~eRmm5(-{vk9x5`r*6dOtR{XF2Kzaj6G4Bzg3_pEOSp75ctLqaSiHmXXh
zncJeFs`Jq#{9fB%u@6_(4h0!&B7+uxyD^i0P?_D+^0(0J0^KIRkd<DOJO7l2N$@Og
z8NEKB{c3{7n`R%i+BPlX30D_jcq?D4sq{MWWx0XvRF}lRQJ)#WEIgSz|L0}SWvpWx
z@eREC!F3^<?C%Ou_W<0NrIFbk$vForTbC$w__Yu)@3C8}O|8J+rAVV1SL~I_T7x6}
zSSvCuy!T(+<CQb~7j4qdpNFiZne7-Se}-#JG5CZDLZ&7Qd?-Iyl{S9<6}n62L!bA}
zOoIQ8Dq$?o)1QDVRIuYYnzW7z4r1k2Re?PdR$57D4qwyDV`tBXy|79(0Z!jxFI?DS
zcnH|OQ3OY_5)a=+#$-75!6l^b+HkA7d3+X3nLqr5rm}E{wYwv9jCrC#JvuoYTuEHr
zzw`8`gc1pfAF1+$Q4`2Vs?njcWcOgjkYGp&8A#{7W^qQm!|0#~L&Eik{MTl7&4rI&
z>8A-H(}$BY1k%bSzT!vK=RSUAkVc>Ib}X0HBg(dameOP+|FJ+(BbS2T9XwVh*wnAU
zKi&qN?erEW0Wx5k*Q{&5J~SK$Qno8}r4tP)+&-=Hr{|a)R(%pLzn-EkLwP_?L!JwO
z2KN=n)1mrkHooi5T=4+EFttz6ber}oxtOnt4fsT_g@7MFL5q1YsD#1sSU{|xMv)G{
z(N-XTBywRn5h2Tj=U+)HPpz3?;!W;Qp%n;!hCS5@xvz1P{I~kQDN&zSd0umXE<6?*
zTg^429b|{=(WLgR_=!R@0Lk4|TR<Tgq1c*Guo4MuwN^)ya-RsBU?^0xbEMgzigklL
z-)*_r)gP`A!BtuPdYLzjV-eZiov!d$`y*SCf7Uq2HYP}A6B;(zX7mS5YLmZG?(xCI
zuV=w}eR*dG8xm4Am6SSiag|wK(y_>ya=w8M6*xkG&JQ5i*YI#m7xgJ3EQq-K+@A)Q
z3;!?^is=F<C1ghkz#UQu_rb#urUv$oA{l8jVzrdK^kNsVN16!lCV2G%l!%-lkurdx
zn;y_8ET#M4-98sIE&N2vd~UwN$^w8J0>&n6mPwKv5G%f+yqE^Poz1WEDv!J;0DFt8
zq@ssxE-f`4ZSH^g-=uFlG~*J47|BS~UsrSyR|d#3fQo@}|39a7Z=|O&dQJ8L6b9s#
z=za#EQ-a%Jk3=MZz557UV!mi{vvVPN0`{tFZE3n?`2;;U^hW?CvkT6L``F8ak?HiS
zuJ0-(P$)m5-fKT7qo>XJ)$Q)D^-Cim?CUGcA-xU0KYDV#$V*V8)#EjWdsEpg<({9X
z4{E#r&+T!m)Pp|wJPZqF#zE$^dM<RUUTFh1?{NWbnwr!|r)(Yy{Afr{l()-+5P3p~
zcDL4_Cf1ytS<vOXkS1}3g_j-WEV&EX;)+c(5og((3e^nnpj2=CLB6ii)K*6de12Xq
zf}<{JnyWxbxXV!&o&{JR56I_B5p@W)Um$<A1w7^_l3cmsML}1*dcU>9nInljLwv;b
z7E1a@9I7r#VrwIEMBihlQZuJMk0iy`ZXlC>dB6EsNFQjfUzcoDn~*Sl^P*(FhXbvo
z6T5dhAR~Sa$HU<XNX=&!?+1~?Z9&12^pNjZaKJs|Q*dRv>N=#JFIn3r__el;+iY{$
z0%fV|OB3g>GSCoSMY*5-T&Rw-$piIC%JHwoDlOf`IpQ+Kh2RH!$NxDt?PH*n0<DW5
zEN=9h9@}X>G+7GRO+pF9Wli`{oSnDt^-{J_mt}q9WL3gMFo%~HaoAwf8qyi`EuosJ
zLqHIzTR+0`C+${a)(QA8i;b5;>VeRCiO-zLg2X&auqf5+Md`tSag;5op=_rmEby6^
zRTgPK=G*K@n88Q;e=B+K==0mi`f#JB=u}$SqS#?Jvpj1Jheq;W$61l@=dX3vpAMv5
zozMYIV$b*{%7>zi=qK`;2PTgPLwK9id(#d3L~$`i!YOGB&jv!a3o}zHQnkk1Td$2I
zGs&_f^6VxoSZto&D<2|8R=y0af^d7QS{ZS7z_++8eAueXThH9igVv$Z|CR3*AJE#7
zLU9_&RX49Cz1#+p1QJ>+D+e@|MpsAg?bf2tKw9r%m&}#r?=@Fse(X0|Fl-$Ue_7qf
zeQR+2G3ik|t?KMp*0f%k<0$r<`PXRY#^7G#L(jo&44?~H*wgN}?Yt`B4np+lJH*DN
zo9&dA2>A?vf8ye|y@oLe<u`Y3N`m0{e1JCjwwxCOvk8R;L|cIG^5IY}QgQ@|NJPM;
z0$n<%9Fe>-k^CwY&_$k?$E>~h3{>35nTF~JCvg3TPZ4J5f*gZ@vSA!H-$C&=2Tq~i
zdzbg={QNr@AmM@XuBtp#6r4I$cX>fYr9v5jkcYpz2V6lM_@3mJlXr;{V~UZ25)Y?G
z20S*~?eLF-l*fo0wgU<5Gre{iw}^OhKZnmK2IwhH7}$u~%1!3}B+CzAVtCviWwcHL
zs={wncYkh=7f-r#8ej<4?fOuJ@BdNLUV@wL!o{%kEA?){r$*i?Pu)^h20rEB-*Pda
zM>5*HRUDj&vO^Iv0Gu%$NXkL(;#1(Ck{W$S?Lg8UZLu(M3bzNJpfG3a26}dL9+7si
zEf$sVkO!A7jLlI61ZmV2DU5j!McRn@yaE+ja=#Ap4DsbVZL2pNt@RLfzYzsSxTd}d
z?Yo(u7v>&R#AXi!A`z(Ne-i9Qruv&3D?@q2Ib$mmnl#ZxI1bFTDQi#Y!P3n!uNnKf
zOyP(G#{4*6fttG)zI8;X4S8o`=thep%|yty5*WJhnr+~+PryoBI22#JsX_Sn#eFF~
z{oi_K)MZ61w(ppor9|f@U90MR*=Cy5(V<bQ77zB8D9;ISl~EXlL#OUG2C_XpiZI19
z;d@d$5zuo^*}MKTTI{&W2#mrzt#u&V7;t(R>=y>5%)KCelih;ku?6PN-EK|3=6C`k
zf+*M+1^c}jb+q`KmakQ;;eeJB8AKG^4zdJABDWSgW?BIBaqQa9H$@CwB<7h+{^xr~
zyPL|3jl$O#`QusUti%*y<^r0Sw{|-VboTg<E_<U+5r3PHHU%;f^*|-UAa16KfF3ZU
z6<%+-$kDcg^=;3ACks1->8kw{JT21@eSNp)Y&I%?)R`Z5voU~hD))DFI3JvIFkku)
zw{gIA0=@)dFh^aBUYD1^XW0OoFDznLrZ(D~-vRY-A+bUi$ucvqFuh`mt@VMiLWY9P
zUi<UT3=n_xdj99ESLxoTn3;z^yM)xiKTr&B`lTKme^t;yL8D37fr%=DBOL+=H9Q1W
z6Hr2;Ky64>S?dfJxg5wPIG~>K>*ukz%!<5W?aFu8Hf!$fFNB{th5CASN;fTMwzz;9
zW%l&;*r;X{P(0LlC(Aw}-rt1WOW=M|bPZAv;*({p_FmEQOi(N!OZ9JZU1w#fw@768
zd?sqf+raM+{TT$=kq?40;)JEn2L1!N{>IJgpL8f<M!eU4+1esz+N5WGE-uxi<DG`q
z4lYkoAgA892u!>hUS%2XvSGUUdf)PnM@L#(d3bT{kMM$(ACk^?`AzkIw!d`<HUCIn
zg;u&I%Q0cHy{*|R|J}g;JoTZ#cF4-KQ?{Bc#WlP-F9DtMmcAtcGee$qjWZPEdZ2;X
zj8sa=1_6|qMB02}@-z)Gd~iWU!Nry$xT#XT?~GCYCF1;bu(V8xqn9Ku1`w6D<!7Xe
z3l|7~K!bl3=?j4#2WG?5Zc~=Ie@nrMPr&xy182U@yy|$@VJb2~wT-i`iyI!L``^re
zMuLM$ahUa{(y{9af5#9my)rs1U{(RRtc{aV-xgl{le@JFfxbSZ%B~H&k3Od1>+cl0
zdtk27W|54;uA8*=N{#RRh{@5g42dj{KR18Qii}buak3%O6F;Jt=-yc~8%wQ2D`z{|
zb2`Dy&0YiWwW9$s^T@1#>Z0o1y3d9WO}Hv`b0z=#4SR@#@k#Jn@QNsOph*`4I^BaY
zZ70tizP}rYDLof8wQgzs{oO+KQmdpjAZ2onOV_JITa=n#=-oV8LTH{2<4=o_Y@p}U
z`<2%EcGzZUE%M*4zi_6OF0J(=vqGa`Wp0;SMj`WP*Tcsfp7(F^yS04Dz8K3IIDI~`
zbL%?v1&3$f9RCn*=*VL}O&3>N#%)Kny182azZD;Bfty69B)O(#>VrPD>dD^Fn5J@k
zY<`!YLC1YTY0c;1cisbUu{2sH`tr1lp&RGqQ^)ZovZhUP4NbAr%LLScs`u?+WR0`|
z20kk@tAQ9MXv;trXi_0yQ|l2imJQep(C2$@9j7n&oGy+CMD#fjh+VzK&#4{={{_#c
z2wvNRymnh!*v9+N$h_#(G5z4~Ik^&k4kIt9ih}?YtWTdj&<@Jg;?sI06n4T^WocZ>
zNc~VHHn5O@+)}<YGr_(f@2_3ML8&P?E%CnW=9+TC@5jB{&mh$8N|0|Pk-GRRE+81Y
z;6sSaw_|cur}`na;x>*+bB?s+9XW=u5w&wzwGZ9~a;wz%%S@25IOiV?@)}zC{d#Rt
zLH%gZx`KRvfOZ^BxZJJ0D^y39|3#S6BT9mmI~1AO?Wj<}j-oCwRl_*jB!zAU=$;yi
zG)yd4sTB|10k|(8ga&Sa@!+yYKpRdoKl+mbmqKYE!26Zcru>}~#@&x&JJm?`zrWG4
zMmh|~lX%T?5lEDx{hhC#OvK|wv<44A<;a)dnF)9nq;{4q5s5!huT9FTFY-bmuh5+6
z)$oy>JWL;pF91{R4qyGqew3XGz!eEwQw5QQSA>2)vf7^j?M1%Q%s6czw$(JS?Ra#z
zhA#Q)VTq-ON6_$aJfPS#N(o*0(koySg`3e(pyZMk9SS(UTH4{lMC|I2Fk2Tmy-b)2
z70q~%;vVcCTorJ<{4rz4$8-rEf%|#bAwwACtPF60O^{#=)cS+feh20W>(~;sh5ZO3
z5CYLq0LZ`lRe<|9cVTYa2?Z4<A{i=H07dGrjRgFHpAq7Y0ME8)S4GDC52u}da|}oX
zBd{A(Lm1z;!!1CRbV&3Z)iTr*iKxenew-wb|96!`Zv||x1`$J6p+iT6Fi1BJe>pT?
z%ZdM^4-ihVhIE4K7%@ka8Rr#;PB5H{^X}Y@)Drb(=wX&6rc2xc8xSj0i+%ro^>lYP
zi?!Upx$Rw;UzOySSRvpH`O%sQ73#IoyVNR765Kv$6PlUD>it&a+#(mZXnb<vg4uu_
zfvNuu_S{gy@gO9lEdoaMSFLB9fSpc(h=7jN5qXUloE;5`6;OnA-bKzt5`QN6`smfm
zM>x+vZM2`fd0K9$adLmaPT<hHz5ylil=v4eKZX3_O}XTY6%X02AP79mBLyfDN@A9I
z&u@JX^2m>oWDgk!t{BcaCEUS)@(?0Y=mAQizAaxTzT-cNdl$xNTaHTcd9^@ucfp<x
z%<@o=_TUG^>1^gk|4703#jlR3kk*20)mLS0jg3E>X#&k3(<e@Pzu+?ku99C;;NH?S
zCt%ILrEdl`A)o<x;lDpAFe}CTGoujN4knVRB^oIE_cbPA>@rA2qFy+v_8AUu`!Uf<
z0s<vSKK*-kC~>YdJ%bbWMfm#X&pWtwu;KT^c*gmnH(&3u8qBPMS%k-BW(y-;m|FRU
zbZ#=7*P*$i<<X>NF7lmR-2I%uV*~P@KtUkl7?PeRtWi_x)BtRd(LUGq4g62np=fR|
zr!~2@4-GPHb~%!NEPy+uICaDOeu)steuo+b52J?p?^k7SZq*gPgu}gLhEI_CTo^Z*
z3>&l59|y}HrTsN`Y`Wcy2PMVqRKHWra)$&GSE;B*BLeguB+t2|R=*lQk6MKTAGqO3
zDJqmw?pw4@aJ0D?Iu2~tQn;lzia7?rJbJH%qvQcMh`P#ox8JZ|V8Q8Rn`Qpl))lGR
z9@0F84%tWQt*XMi#q02dOv9=?Yx|St!{F`P=L*ocKSu8;nJ*APg}0&2h)q)0y}6EF
z#6*!}OcCfm|6#vYvGwqZS>xRc^yuHQ<^s5MhTzj-ByB(bZY_WE4d{TnRF-^vH3j;e
z6!V~=<G(x33lXA|zE}P=`$RiRE3T$Xdf1L1*3~Aqd*N^rEV8Cn+hXrP#W3ltide5`
zqF88El>dV}XW~r1@O`_`@3-ZPEt_r<Un19QMGnco;Lx|m4=}I|O86EQEJ%n8=n%39
z7ahiR4E-D3&pCmAjJrSpnNYE#5c$+cnux?$mJtF%LH{ZlHKFXi>gQNkwL`n+wvRl>
zl!60!sKPkqia7WamGeciVeKFSV0<^5^Ftwnq&?*Fa{7Q6VozC0*S$kl^j5w&BW|Z)
z?b=Sii?W#7ojwoJANBKYc+CCHFcqSz&v@TKOmzhC&2<t3&{N1r&Ox9e$5aM)8tty^
zX4u;vNr<tua2@chv467nTD|ZdoxO7K4t0*DDi0wVzcSQ6r%;RM1-TMg2Lm_32^+h&
zJeAhi@`aSCG?h_u*X*+PUzUM;q4O&-Uzv4-6iR9HOmvE4^Xy~z4S03)*$sGTI>DMn
zcZZ;Nfq-8uvtY_|wxb{(DQ0yNz+?srkxf4V+g-{S{b%hbmXlHVe<c@#P3`DIoP}^S
z9xWNug}m?X6m~&5y$=FoC65CW`CD)heu7$v{NW%`(tb>kyDV(Om;q3?3p{3wR?EYB
zWtjGMS#Q#2{msbMpv`H04%@*92of=-1fejcy(0DQXF-$p69%FglyaLC-IMzd?2{|T
zU(TDEuof0S|07OWQ?2e%J$ml`it5aag4i4T`r#0YG*I?zFWARRZn@owqn_c;eh<6v
z@s>Y(ZB|$ip1;Mv?YIxVcdl|)$w1^U!K@iTm9lcv^(YUf9URE0_y7b7u1ckR$KiuS
z%!GM5D>vaIXQIvlaEc2{!898Yi3xdk7L%ro=wBQL-L4j|P@xWP5tG7fd_X~!{XOl7
z1Yq>P5FZ^+>IOv*%QHVZ?=y$A&q&}}-{Mz&j6DKmCDRo&sS6TNV}eSc#n)RXzR6xv
zu2Is1-SJLt;4<3a8r2ETS~SJ(ZJcb18(}{>oWtvk+Ui>_)`7`>;N&-q3f(_EIP}B)
z5o`x1Akc?^#<6li?~FZKUOXX{nl@gGcoONClLl9Beea5~VNhO@gp<p$o2A|JbK)cJ
z5XxjaY!Xkamu6PL0tGd{;LQJrsq+qMs*Bb>B@lW-?<6!qx&qP(9aK7kNJnXcG!aBv
z=)EINI!NzLK#DXG5h>D(Nbl0Y1VVDpd+*FQ-#?j5GG{WG<m|onTF>))xNuOgCkZem
zI%O{#^bt^2B9VxI)2Z1BG82<M7o=W{1y8lILk<TC{O@@Xkg^RCXr8W8e^v+&4!}Fa
zr+@|P;*W#dm3k}ma}vuVX_XY^6+VD=q8z^g8WUS*yhIFrL!dNxbKu0qD_Zts6PT3_
zBXU`T($649K;cgN?^{WmhHBIRHm@lEXUNe^Pom2`F{D#AM55rp^}~^K?yeKtOBW`m
zN<E3$2p1Q>>Z-*b0%o!IQ0lFn?QEkkyLyNx{5clRf{uEF3ORw$tb8m#74=BX{7E!5
zGW%qT1{LB+&tF>TrXt|HavoKd&?<!i9V)*WenJrrEWu}ltgm^v+OK|Z_l37CUY|ED
z`cz90_%A<@xOmx3GC(_c%3(Y`FpN>%-!r{5)(uAL-(@%dZw~;jeRWjQlA|JA4RH*t
zZFY^|-)(EYw!Zw-^x3oJn@^5z&rA3HI$dlR#Z2^Gg-~<mk8o|xueA=cncr?Cr|y~O
z*MHJSaQo0t*LZ2!Af0Ipp`S2>o56cx)0U0J&)IOm9ssC2Iox&bOMZxWFEXVr6J%e^
zNPm!WK8mmtpeVEL2D&LGZweaJwrM5u>aq0IBj5TE?P}$D9!+r9)X;krESXwEHd9Z3
zd=7^u9lme<kbTFgItATSMz4}%m^mvysjavLgI9}hif48|VD>*txNLO(*mB?^@E9{k
zu~SX|;Al`-aEVV&DnB{ywI35s^L6iM;U8OyzuYPUXnhF{OC=SaExlJU;h!(qF`b!v
zA<PH#(tnVNeT(>Xxw+8|RM>=n;11fXo$Et<ic^svRiv3S;I-O|3_KO4O|>;9)<a;^
zvx`S^2tKdTm&Uo*owIpq^7m)ok7J&Wp3|<uUbh5Jn5g2w<!OtHE?5XN3Va<~;f&Au
z-{g<PK!CQAD4c;nwUQ4D;Q;{*w)YPfNU@N=;YcU1_AzOTS}LjC_<^bIlTUI1c`62(
zrpw$6H-IPck*eWKH33yJ6`{w`_759#^`Z248=vFdjUKUWB$MDWNs66$@%(4|6FJTq
z>KVO9muasD-Wv?7Yf(CuMm~!-R8})3p=lxbGG+^+yzt6O+gI8dG}CE*E<E$BF~eD-
zrql$odxfVg@}vz+>CePa6&1d(T;!}@p+#Ccc#gjcwl+NB1-WaVXb?e?A+}L+yB<Vr
zB3}j;HavV}-s@5YIhCD+saAMK&xD!^#~QCTb5@^(g^oc=Kcfl%lb-Ym%k(}pkMsxS
z0e_A@+m>J(lEJ&UWS?WN-*^X01qx?rvf_^^%Vym7*&f+q!dOmJB4EqYCYJu`^RH70
zR>6tL2{B^l-@OA6MapoG7%MIda5g_VC{*N|USdR{`Cfr80fKJyzfQ_3<?f8$2`NWV
zu!N-+3S1zVhfH4HYAPQxp57JQ<F6$#nd4z)i841Ymy;X&_r?foOOJtZ_5IYcA*Z`C
zI<u9VZ)V5yKJImFc+0o>hZOvltLV3rofO0GxNleMo)aS1|CPC`FrOQsQ*c;X%yXt5
z59rgV_#m1}F=3N~eOdtp&eEU2EU}@z1pSG~`M7@^cSvz~2J~7a6bVRQ&)2B*J=+lk
z=8e@BtS%9^zqsk1QU1pgA8UK{4`}}j!LdLO{_B@8Kz!1DG2Z<Hc4&=%rkq9^f``SY
zj+P)>f6)-81gwBjdTt^HsI}%C!Gb@<n1Mwg45Ymc{j>WgZsm{0c~tom>{_4V;D1__
zYPltA8tmFRFysVcAp;uD>bpykM?zTFgMI5+(Oc3{SjIT+Xz|d!E)+emIll94MG<km
zy$pam^wCj4tFR+r8i%J?!~k6-xEG8Wa1&^hOP<Fs)n_4S{0+!Y3;}UpI*A)A-J))|
z4^7{1UqFE_k9Wq&@i|}VY%S6Ol^kn$wl)ToIr?nR-!E&TI3KP?^*DaJhM#>UH-e&{
zLvsbK@`zCQ!(h7e0R21|a6p>H$3<Zo%Tvd7hmMl~kEb*q*0#Zsd!{w@&@?`;gU-1F
z>h$67%iMiureh~2MWa7|EEwG@C}*F%eQNS4J>x&wNvgnGgY0$TR0SwH^aG+7h+lyP
z3@$vR3{oDj(mzus#(^PzRlTn2yLW%t1}hG5r~SD5*@C~#yoo;MYnV&wnD%vJqe6ST
z0@RV!^iQR<5*eRw7_0g+>#D2YfSqg@GYML0s-{d*7NJkpABjBC|Hpx{<H<40R{a||
zf-wDL0deG<>sgZTN;5G>YMU&%xeD;z>L>&il(k(ov?+Zidxxl6wT0U67dw^P0IEM_
zEPiaa%r<$ckuEyQ2&*g@o+Mf1{mHmr`AbA?M#Tn=iB#fMuG@d2>1V%Zz8CadDuEQL
zE}WHr;#U-|l8CdXe=gfo<G7gv`qn``7@FJod1L+NF=-z)<>*%!!XFCrd}vbdr!^IT
z3J~}NZ49CO$@5OqrqAGWGha+oUnZ^Af%@0$iu?a{ym#^NDkT6lU|EUZ^BxC9<tg;O
zb)#YNuZd9Fhhm+J5~<3P?;65jHZr;l`po6U+7GC{<#-DuBW<?y|87(oQ~pWg*=yO3
zaX15n;8)dCueHDQHMfN&;mRI&0(~ZK1>3o!b4LTyEr*nB%$VL(xy(t}$p014yYuBS
zQt<S~Nf|4_v>TIhjB1~Pc8{F%5@|r!+`sooEq4aj45rR?;0=xvT3~+pVf=sRm)NXA
z03ZmfzD77bQ9U9B6un<jjM868i@i!d6NPj6>Bl33Uusf>aE1&%r{+nIHmr<6CZ`~s
zlGE>~zck3gg|QF~%-s1rMpDNRRsDU9SW-@2nCh6hZ|)9CRt-q&__}UY$pcR(AfnC~
z;d=h;$wxXhnIgErwR$0306aLN+~`bVtROTSAKh9)Q{hHo3}MNXd3Z^S2duwFG$nAn
zaIq?E4XBFy7d+|%Grpt_?<~Q-k|gOU;bi#mx&<CujB6T@310^5r_)qjM~nm&b?NaJ
z<pZ9tLF%9rIA+x&id}>NA?;5cq>mT0>oNS7ia8f%#twwECr~x6aL&qxJ4fmBlB5@#
z-i@KZUu8l4gDyoHp??l0{I5A0j>J0$)Bb14(^D=a8l?S-SgpmMnZ7sJ{iEc!^&Y9}
zP1a-AVE0wC<&HO;c^2>_)__h@QSt)_^&&D4iea}-@MN_MAUBO-9*!Ft6|!6kuca6z
zq$hqqXYVJN?eE3Fcli1gne2_lS0eFnFSH3W6Lwk+R}WQ%zhUbqJp|2i6mDqr6h5Ht
zxJL9I>;p~hC&|d*jVNEXDqL8(+Sz--6_&RT)9PzVY6MJ;GGD#oP@H=3d&aw`?ceL(
zFHB^0;b8}p6B-gN%%pA+gyx($lZLnA^Uch=D;IC6z1@lZ9@yHFFvYC;NOZBs9S)XM
zsJ-H&{{2wHmMX9l68bFstzpXV5dOiA`KT;Ln;WrIX*QkWArgXnEKl!7Gx;hXQihSM
z0UZ9IG~9r04Hy*_rnXw4M;UUDDXinNT=S-Y73OREdUuOCI$aDigidMO)?6XRMG3wD
zR##ikGpWZ@Uo2&AI%j|u2*!2;1CtWPyfmT=>Enhvlf*-SHZt<k`sOJD<cWpAU>0c5
zdk);X)7sR*oMKo5<0#rTyB8w(0ZpjUqlB_OSStVYC6EjlRvyEGuX>PvxTW%|o{qNj
ztvo<H=#IUa9deYKMaY=l?%HgHb(el|7sYy?kK7z&VjE;}ou%hrEOT#X(zE}YT?X0$
zb*5DTD^bwu*X%yWa$*kct3QA?rgm*Up>Nll0mnsfDykpWs0u{>iIEWtXeiS9hiNGv
zQU$YvKwqP|Fu`Q*e5&v~q!w{oT3?<WNlOmJ5pU>C%!DnM+ACN;&!RfW74~Et?0n<l
zE)5J>q*1nAFmCHY^uUB5MG#Y<tJ{UQH2ZUu5=}{cNGp-^CZE?X?&R#*Nt~9Vcy_xK
zNB2FJMHtyD%B#A6Z$)`!>ok_&sIR$SUY3=67B_pgblaY22R3y)FtpyNuiUSxaJnn(
z!Y@#J%J8&3ke93%;+Aw6A{VM&%K1sR3FIn!0#T$pgZ!uZN>$=`cmc)s>EKssqGRL<
z^(mo+nj?2CDAC|YqD}?T&dEqlZrf#2A;;>X$24SjNdQqv`4D22Mz;ASW}0v7`v}b#
zjs<`pN`4}WU`u`n?7g)wS80EJcDf{?4q(%r#Akr=tBA2&Jw&QRI_K)Bmh(~cMg}EY
zs3!L$=fby}Yn?oJdy2lx<YB$^Mrpc3KCx}}zFKq8nEtf%^^RwQ{QR+U1Bv>n{x|da
zyFh*35cizt-Rm!)c=V)5n<aQ-6Ih|YX+N%6`8!D^nhDD9_jF4e&DNkIjRVE1^{pyS
zmYWS_F?NZeB4&T^YPdFpTXU965D&w>RK+GY9`q0%3|1B#7Jt+J0V(Ua@18QIzg-ZI
zOfeevVYrs5BDA<t2-w}3l9O7>pRvpfP&9?8na=XP1ZVG6{4#kk?aT1gdb};_vqRa7
zPc_x85!cL()rAhf@1eo3Ka~By8o%iTvibcVXk;9imYQg_e-=?yPeDgbzqYq@|Nj~<
z%tNXks?#wxkVRbp7po$fH4MJF1G!65XP{Ulag>(V^fGI>DM)eqQb*81A}s~!%fx4Y
z)a&t%2vNRoy7PMUwf%@Ww%T6tfD*sj>;9jyD+P3#`_I}S!N1pMd`^#m!^oc5$Go1(
z?w}^Gjmb@P(&f|PTk=bdqhIdt=4YS$I=g-pwAj$5*#KJq&?h{gNmcyP0z2{1L3B2^
zV~RYYK8Dgl`O-^yPO84&!%%PoojSIo>TA<j%h#$sq!zh-Hi#>=T28Zx(MeDVv35PL
zS|zvCD(IW1M*t_Vie7O?e-37s{oWI6@`G<@I$0m1-;sn4rH*8nDoLXjw68gM1NJx8
z!jXk(S$1`5XAj|%e6i}mN);huBfK3dse<+$W+u*drMd<zbfpHK5AKdR6f=CCAxpIo
z4sHIv_UcW$QnV6DK0}|s#zkvP4^?G_k-&aNtp6s>7Ymm6lOzQFwql|rmGUC#e5GfK
zmBrRoS`X6+4e6cqt2k1tqDomNqMyid%_NLCBz*U#y^m6v)_Z&@4qy2AnYqKwtS&D@
zNwV-R^%I4=g?E&oPGOY}Y=?KEd*2d(i0Pm^D!i~N5;Wets(OKbHl0AK%1aggvUz|+
zy{x1d{^m@1Ph%X+JRJ2P3N)`8ry82Yn6L}@+GPe=;4n6o2vz>KB=({DcVg_DOa<b2
z;p#$n1X76#4o@CYy$OP{i*Nz`wY&7ZQH0?l(9qt8@1J4F`5!nds|cp{?|ZcdMf$8s
zUvlhKWCc9(!Z`coMSb~!YAH$|OgUjoq;-V8QhVT7@@MgcDqCpkY81y<Zjc=6(W#G;
z6>Ea-oA*|ghQ&(snkv-Q*9X7ATJX3%P*8T@bz;%noB5Z5eg?saHU{^i7^g2Ih#Qh^
z6zOhZKrPgMSkgaC?aV};CBSP#Xszz_vaW8miafXJiTchof30$;krQ3`<H)D^!XImU
zdF>#eE`8|~6yq`(MV$>$z93M^e}ZYLyE!H|(&TxY+AL0imTgX~fb57%s3hh0p^P>0
zzebk7y%ex<A-yX6?cpS9PQo;15U`XoCr+c`E%!w8(XrL>UlnxcEaC5izWfCJV`5)5
zwJ`I>2_N~cyy!xJ_8ZCBMVTT*+%FfFVkzdsL|hF9aZr5=4$$IA2)kZAhlayJ7)HPZ
zT10Y*oPTsJbq`BK{H5?z6u9-WY>{G%|AbB;M#G3MKdP`hT{4KXsmI)iPWh{`nHXyk
z-CMtxk!O(OmzaTB%#Haua-|2AnHPur-Jw=u1Nd8j4Gg{+#y}93gtR?F0?K!M@0OE=
z%dfzM_V#A`{{HL;GP=hmMRd03b0_w)JHh?P9sBR@CalN5;hen}qQ{LnxfQ?pqd0$a
ztqAx=I=WBMKNIxo>jU2aEv4Hn<e|u|tN-bE&Qol=&t7*r`j1u4%}oEHTxR*7{DOc3
z42pGUDCo7@#TGEN9i>nZmpqxa+XrARd6R>+Yp8@GemIl|OBC5F%@SV}xgMn!ABx9j
zFQyCNe%U0UOFHTXw<(r|CQ5;v#j8FrXK=*hWTaLk)wPOdpzZVj6!E@_gA*sVP)b+@
zo({f3sSFTTD3;=9`+D_jWnU(KkhC1ZH{9a#{K3vQt1n_##MC?$R-Iz8vWV;b<&z)H
zVWMLn^9vp+W<~#Dj<bT19#axM0Q)_?@vHkPSFg4x3Njx@=ahHm49T%ZEwLIp?r-R{
z7G3Y>?~i<nZ7NGm{an2MD5-vW>-4)w7CdZ3vzA}XIX>Q(a2$c6`&y1i67s%;5z9-;
z@yx?W;SmZS8TZ76&L&uP0wi`~y(jxI_60FjxLqL%bSv>HQBt59g1&snl9?tzS4cu1
z1@{m8uH&N>KwtpEqj|IT2~WW3eJGc6%?EI<N3ND4^r16B|FwP;TRQ^*lN3Ht5vf;x
zyG-Tdc}Nj=RK(~^rBQ~qp<RsD6CN(7kA?3-mwQ=Q%|VuIRJQV--Wdy3SGx7T^n&VS
z&b3?Y&mEg%yr;(7=FHqfP9Y!B4&(`16ic!0*E)g3sWS}KTfYd`I+@?$j!s4Kt*2XC
z)E&+&sT3$zcTeqiJ(**OMpX}8CfyA4ll~qOup{)Qr=%D-+?KzKJs@DrL)}b*6>e$s
z7EY*BA8o-rZ1cG=VHGD+O0TG*eI#8KEmO(EOZc-m4=twSTgMH%2XZ+H6J$z`EDj*%
zcSf^^6f~Wp%3Ynzo|#jTUWu|nr|e|eU1iL(UnN3rKK0ugHoY$Me9&b67w;DhMtM8i
z!QuY)0Jo<7VmkWb+4fSxMb$#OPs{f0Zua*rtBi=USL3%X8MzXcfj{bb%;$-C^^n)y
zWxwC-CrjsyM)Y|sr(Z#%NPT!-xhJn(tI@~g6|H<Zq4o8C73-HV%9HKhCM?t@uk30Y
zNhyx2?k!n=JN7pgEwA)7RV1~oBNJ9F*}O%Me6sgacuK7AQN3lOUFJ$djGypuzHk+}
zcP?jAQ%X>>-VjYs#nLaTee}NIuJ`*$k<A<%pZ58>)21xeU-9gw1aY}Ps#Y6|quDKI
z$omCs-_@ccGI9pU-o)x4-kPw^n~)4We)UWyXHh?{pBSM@eAF}z!JHPnTJ&WoBm8vp
zNcVxNQO>FL-qz2$b$iFER((EG_lor3jO^@lW%GnPHBV=A=x<H9_#SghyevRj|C*S%
zKX8BHf)+JX{CbL^iC_Rm`UUL$F0nN8%R~n6f=9*v7`j$>>f3kxoAp6!qVxP2a>}A#
z-g_IkMYUkgJ~E2w;wywRw&;Sq7W?MtlKv@fs^{5atz+BxMHSOnN(nm;bFlFM4fac<
z#Lrx|r?Vzg&F@{lUfhXy4}7B3U);FyRJ?Si_98HqR~~1RDU+R9Zr#ooKq|*xTZQNg
z53Ej+fxx~ZlaL>L6jm%Uyb_}K@D713{mg5$r(z{|Kj~!)uW^onkz<&={`uU|yr!E-
z8nZZGp#52=v#=UfYF?ZVS2Dcbzd3eHKi$4Q)=RE_bRiKky*MhQXq0nbyrBN$r_pZ9
z)ww5*b(EAQy5z?HSv{qB$=3gtT<#IF4e)VI@k+noqK+wk3UD}MA`JeUv0I4zpl`C^
z71UDZS5lTfh+(1Qt1$4C9I4ZoT!8C$un;{>TP2o^%V(hGCvnf&b!7}xQhtL^#2Lb<
z=84Ds{JlPufcv?Yy=SG6Er`<)6wZ`fMM`cU4z&9osZsnGRu7gN%z8p@d;d=9;$7op
z6JznaAys@8gH@gaMb6q4Y(z1}A2h^{h+~IVl^|sCUIsGoCuI{S_`^|WANBL0BO5Bu
zEcjzc6>0wVvr}7y2Y3*(t)dGrq&G!)U_7*F{iMyXCxTkg^WqUs6Y0U%%0fgj&tpKq
zi$ZbgRRK-AX`t}`_^NNPA>q_fhGdv9r3fo1MTinAM9UDAh#c++>zkw5d)dmGe4M9s
zEL~kBfE^l79+KsZo3{00lK<9d?JXha#WfJqK>1zlKD+j(d10J&I#SH9$Savpd)#15
zImdH?#<wN%t?>6Jd5Rl0m+86OM<HjBL)~xhM0{y2cwt=}Uw4ev`AK-VNQgq*<EGx-
z3)G;nd@h0FR0!Fn`$GEDE2u|1H8*2@uCL{g7#|(nOZc!^@28H6wH7{UeQ_b0@X?iw
zZEA|zDITbw?_Hd|bw_jikooKriv<G%)*4qpmclGMC9|*~zO+&B4_prlBUcVp3J<Ne
z0a26Hfp1+x@+Fb~oZaV~-TBhKxCqa8bL?9t0n)0FpS~V~_&)e+wRXPMqFw51V2{^$
z`S=x)Df5ab`FP%BAG|Z$;^S+cih_VEb{!!42}2kH^D*rEi^T){Wz4vVR{Fh1J1{rM
z5I^o@bg=i_Xh1ZN9pI#D6Ru>z0uO%eE&<MpAn$d?H~{DS0sZsru(R6hxV8XyI~0L<
zHHPza!RnbalHxobZosfT{^$b#r&vJqtp=xJP?R@C?Lsf_r2|ET4Ma<kO_&C?wup2S
zL3+9nU2N6Ph`N{bd~S{;K;i%V&+CRfH(!Nuyh8rF82hJp9E2NP!R0UD{xpOCC<1^W
z#<y+QK>v-YoCBD(_3hl+2;yHR@PU6tm*S4yt!{4@OW$VhAiJgijioocTjvIyV+Id)
zhOBbf{q21&O0(B?%HLr*-?{JvdGQkiKr<yE710W+dT-i;?Ty-?5=q0xM7T7Fge$%9
ziWu(v(3g>Z@h{}B7}48ngU-Od+nxzqB+3toau9e;E)R36ASaMthCK}Jy~39S#9{f$
zN)de!Q3GvzhSjLXxt*au?P90fU3F61-<0delfFDaT&0m0PCng^wEn;zV0-8C(C!TD
zi<x!0@R05jhg#^NpI-YhY*=P;{oM(3bhs5x`~9;dFCpwNWnk^)WZ4I$Kx0R5b(eQ9
z10Q;}jz2xRqLZ<7%R=255GpPV21OY`Ex5Gn<Di=almO9F|2@}xi;r4R#sNNZD`qq>
z6inu4V(>c3pgrYl(Xajo4@oA}o!=A7%D;o-HO?Iohnj@Erk-VW&S9z~HqAbY%2KiM
z9$5v?JPNI~nUB3pEKE{UCV4o(DK;f-FcxC^(m+)h-kMeMh2e+mhn;=CJ{D4<5FyZj
z0Y#@eO}q?&tt;tkW*~x5U<jd=%JuL*iC_Q3gT99yL~WWL1AOU2DoQ$amPB#Y_0){_
zr)Royn_j7i*7R&IVjbM_I&fuD5$~`dmrBpG$EDC2(A^-6N)A{<PBG+=)<@-P^fTE<
z<u+x(cLAXmcQ%$S7VDR8-STB@_NiY!Ex4nNoB2|<BQFyas+2|SeSR~dMB?T~T~F<B
zC*}6pd7g-3-qMtHqzDYni1c>);GMs~6Ib+flrq#))k}82aQwT&?(!mr+=t{#L@S$U
zsDl1*-*p<i-IS$cy~shxdKlfJKAurc+rE^%RBok0K~A~w<7`BtxHyoPx!O|ld}Iih
zN|xZS<REA8nEZC6j;^lkuSuYTK@|J1NV=1^o?fm`_hO=?WbOQ)ET1-e*`iAv$+Pb@
zvL=e<mhC<Dh{CL#Y2`F4DAeB<Z5)62$uWn1o@hodn}ThU?AuwNetldaUh?A_b|!Sp
z1x@j|@u}R$XWtn4RAs$pORd#hNtY&$YA&l^p=4aoM`K>VjIZ4;Ef?4Ygb+TS>kqVX
zdu*AeTOWODg=rty$LEru4W@4UAxzr_4_?b-H9J|5BG(H2zjbEGFK30V4@2t4CEqig
zEAOQ#mObO_N8k~p)V*Q(_B`gL`<}JyDjC0-$xls@HlDjGd+9&|rj*rbOMk{r?rO|(
z;G%B)w~Qaz&IhKs(Z)xmwHmMQc7vX$h)@4IjA~IWCH>+3`q}W+i>I~rH6cHj7HezT
z?qXck_o20O--sW061^UgKx&mb2fhl(8(O?CtcRl2LuhreWmV5I|8W0N`u)zu{4d1$
zQo6|#UD{chLhJip-=(Y~T3(f(pS|CB9dn<bGQ5`=e~>V`f#%K(e70iMlA_zX^L`Bs
zXvyQf!;X{_DzOmMO4_>O&rvq0P1<mBa0mw-4u!m=Vmj1^6EN;|Z%i}Yo$p1Q6qElf
z$g-qK>q-A0V<yrFTH>^XC5CTEP5V&t{r;6hAFwms)%4Z5jB?6c_4-KQC+I-7ujjGq
z9N*GwsaEe(|6e9HZG;M^w6~)kWsqY{*n0l6%GI36<*99r!8f_gXH^YI+q{gGqn)ns
z<5<<j>EN@ruEu-9hgQRaUa0hkR?JnNN7`sF+jqsrsm^JXj&HcyT(@6Iok2`_&t$T#
zKOh2sv{>3}nG6ZsGW{C9$2h>Dt)U>67{w*b=#Q_@KB{T{%2)h}8a_dhA#{{nr35Zu
zU;0QH8Y-(Y%|B-L^%<Ys0gq$eZVjKa5<@=`0W`D;DjeEre3DD8@VB^4^~}47U5#2F
z8blus_korgG)mmb82Wl&UnP8ki9V1ke5e9cIw(LNh37)@CJK-8@eDW3eTo;)XTl?;
zl0ib8Rcy2&UN$V$g8C|78>%=PQ=Orz?!f}Y`p_7{b<Zar^Mqm$`+G$au>vt<>ePL#
z49lF8^mKXneG7uXXr&kku#K8uhvu+7Cyen4$p<zME#uH9ceUt?pJ;H!zlRQkmLJ5P
zY+2ANhg2(xfOrA9D_q(_tXmxoPT7EwkQb#voX>wUa@63Pimtc+B{`69UgG>Gm-6K|
zYDvDJ<*LD^U}8togX%|dwS%~g|8tjq{6bvVy6rCuxKlFu{k|yh_ibpx7xI%Z=VV>^
zUwvBxSM-ms?g+_fcEtfnY?fQpy2*eU<rBn8Ls2?V(UDrmpKhNd<di$wwg+n^_9~A1
zZ#D|d7W)(p&TakpE>Zlsond@3L=4~Y?tLANIUZVPJ6WKIRT2n7kKDO=;zGg$xP?MC
zV7bK*6u5p<Fe7dxmsfJ-tSoguapc;@)vLJDbys^%&GC5Qs29DmTB@}B2;L4Qu_7ma
ziWh=Mgb~E%r>`7s<=1WHkEQ1)Zmo>bBj=nO{3WNG8SpcSS78J>F{=z}+PmbgS5cn~
zi)#DCdLc{PlfNhDS4;zt@}79P13VSSPF2U(PjCr)bi3Pc$oQkVQO8cN7|}qauYMr5
zR!wvb_W1#KMV^z?;Fozl6eLYq_M8fUfMnUh{`&hpU+vgiV;oQHdhNE!2i33*y7(Da
zg6NjNYOba|#>06eoI<`#0VGi5Vh>938b}{obMFMWP^hRFB+#`!eL<%RZy9DR;IJzF
z1R+6Ke7P!MeGC|J(EC^WbJ~Dv8^0Fm_4YQ$A5IxGPk>sJBSXjo223n2Uk-JZ-CbX>
zh+bcr-Ff>!v7_T^?J^xgm4WMNyO{g!f?Tn}Y;4c`n-#%1yu&iac_BIju4>Vhb31o}
z?#o^6FEnP3C-#VmpB-LIgjI&zq*ZpV;>0viV3H7^T%zW|iwfplCC4WjB#AYIF7B-9
z#~WSPK<O6v7FkKce84JrDtMXws3`1e5OSBFzUN+HA0)=VS3drtuN6;@YFaCGe{T{H
zx(ALYl>FzHuMgJzwlFz|7bJ~1-Hv!Do!2HpV;MUBT}o89$J2BDGLE+1k`4DAgQ{j6
zvdU+D=jn6Ou{S-H_T7KuG>3cgw&=t}pnVo*s(U3e_*pbkZadUfyt|h6_fPIToyt#<
zYA%))m1S)`Ro$PvD!V>@nt!@>p3(l>ifGZZS5o~s(cp408x#0DZ>(Fi7a&aT7_Ov~
zTQd?Mz$z=7b3(|rx6q{jG*f18DYYP=L|C<&EI1GQ5LaE7ZNGK#^OBbss|<-Piuh%d
z7GI-lR7n^P(#jGWX6`FJgTx2m6;KL9CjAQL-lUbG?bTIEhX0hc)y0!r8_dn?T_(NF
z^W}<=_HBqwnN3^fOH%T{5Gv+zqm^K@yoa)~mf^?~S$U4+RZrRu(BKNmxdtnDH*cyM
zU)pA>Qqx1-hZ>D!1=Hx4x^y4&5vNykc;MnN&7NAByDFI6<CxNi%-luwZ+cSL@=vpb
z6=;(O`X1t5uv6Uqh29<@tw~Z-E1S1nevvn`A$-vPGO5~6kEX!y4NBQMNM$@w=5S)a
zYZX74gDKCHGs$5yWN|*_fqY#R;a9D{i*KKa<Ki$PEH^eYY7OAav=8wMfreNH1M|OT
zj(0KJRLxfEu(;5P^X$zWKOJE_!cmRC>t(gCQ1zc!bT(U?UYbwMwODQ`dVpLUWVNOs
zdAm=sl_UEi&9G;NV2O*|@!MXqAJtv=XWQ>*q+xW8sv~SvU(YX6xr$^PC(@@r&GwQs
z*Ii`edHcm~1(&q*W#P49=TQgGVbkw*AAeu_4O=U@INHgh_Y|b^&#DMeU{|~Q|3F>;
zVqbi;OQqW0J4+`bw+)m1c+9*53K2$ZvpeREe;l>@!^g1qt!N|v)s^^2`%dVYz(&3}
zyXhytfjWWSz%o~t<|gADm7DOPr$P%Cl*_?pwJJeeF6s8?ogXJYKnz_~y@bMrUexM^
z0GXqI_p{mz%i^*w_e<D|FM~G+o>|Sy>}QU)z&4Dv#(iY<K*qcguok`aP<XxSx?Kj=
zhX<WWfC<Z)t~ULh9W;G1a~+c-|7<m~B3G#Fr#v1fX#Ugw8>XD%_2(QZ-^ttMvbs6C
zZelQDMurx#Q+EfrBZ<Y6siD$FghaO3*!=x69kq6_`s0_Kp*pLK0IgUv^d6aVxJMx-
zY_bNj^P34*DEYx=-0k8*+?^mHPXVWt(;r{)$uc3OvUu2!_IBRHW(%Dn)%R`8QQk%k
zepnZ@y_Hn`%Czl<*{|psF5T*$N=BLe800wM`#S{yBbue-F?%yyht&OMoQRK@7|B-a
zOSUA4E$h%T6P{v-GE-HZ8j9@lkhk_2SSnEi952l8NMa4t%J%w73ZG>Buxkj@SE7Fs
zYgi;*ZRgl}Si?)F)~$Azq|{1(AB3sl>w)ToRzLG-jdm-9FY-K6Mg@oNa>CV=1gK)a
zayCi}Wdw6^*>g%jRbFu7MJXv~QA`wuUl8<C1WUw|(w9`N3eGg>Q?bx^Q<7~xAyknu
ze#EaAQxPN(KWMNLb)o)@pq4|aG(3PmhU9BugFYQi7w07Hdkg%9z07p0her&hy2`KK
zM!Qlq&Tu}E3)hI!KZd&8Ta1X#hj2ZIY`qUi-lQph{!E0+V6m@`ZDpPaMC52Z&kMgN
zN^*s_83qud2(;ac)MK=uB!{FGzfN^Sm7FkymH5L(AI<9KQ){-;tbud2Go!+eT>re+
z53{gmwKhtrEnu*bN`acM_BnwEUOW=MNk|%E8y%{=ve~)=vpHlh8K}N*s$GsoRM2X_
zvCGk2>3hYf{R)r_1D0?lP=7TPM1Tfw6BL~R+eYt)-3Lh-R1KVD|6Y8GyJ!Aw*JZti
z@<ELNE_o}2fPL|@L;PCz-WKfF=nOMX$@<+Df9$tG#OmW&E>k6xMe(>GBfa2P`?_B&
z*6Kztbu{f&3+s3%r|<ce`FBkrrr2{2D1Y9lX5In;+r%o5`zFZrq4>C_FK;W`{42{{
zD$Bhp%U@Ksy;%6uL33zE`L<r&e{KVtpk^b^Jby^;b_JF)>iZco!7yr+r1t4svD`-E
z?-&%;ZXItm>MnE*R(9h)`q7Q%ch)|bJUXlqwF1cUrN<L7s!eYNSDLB+E=C8-N^$2c
zO&<L=9S>SYCR4CoM!0?K-<20*`y%xrKrG+S$9XpbXm1y=zPrSbgzNfl0N*PfcQ^tN
z7pJ~-`CLi;*jceuz;#}dAG?m?g1oR0^Y_U1i=Dj3$b}Bf-0vUZ$o8|O?&?9D?ONC^
z(FIc4Vl)ql0($dOfE2T%oA~-TuNAjq2@dpk-!N|poW~qh)*f@<VH$34#pV7WI&W^9
z{r@1qz{dP<92RhMh@I0r4)8=CoOiMoESue&4DBNznYf-L%)rf39CE(vy0i7i7po4`
z*gCpRbi79falW`bUENGupPT2qcZfO{FB#XSRFIVMa4*J<`TqIaxcQTMm96&#{}xC}
z3N~eeufl9Pst&mCm95QF3yet6DcHrbQ5b-@x}-?RI0-`N)SxYyWE>w=Gzo2^oA60S
z*hzfx$ABCjyeqL;oJ7^}%V0x|G`JYjH!%y*B`t$GljwzT<GFVQxnU?bVPzyZvD>M~
zQ|?7&D_s)kq0)z|u%OqT>oe%nr`zAGKCr&C_1Rru-h>?`^0`6Nl7BvNY87pNe_|bT
zIT|H5PPAC=KOXPhO5rVW*(y0`c0iyrW9gmlSoMQtB(6Fx&|Xn5Woavt)Wg?}R&9lB
zn3JE%U;}2uz>x>becfmz;1jE^TQt1KAKLIp0M~2Aws<5Ts#n`w)I|B}>}gw|emC4S
zU3Ze`uviSMT)*#?FCAH_ijm3s?2U(6Rog2wU1ptq6~zKzJ;5k7Br%DNay+~tX>brq
zLXcQ>$Q2{6qMDGbC$U@@8f+p_Mt{P`52Vtw{E1!T5BKMhd%8xp34L;JK6s{BKhN;{
zNz_Rg#WW#pFm%GF6U3N>K(TQs!F|b8RN=e46Wb4sQTXx!+M9#{_9tN(s{&rFq!ZC3
zt?zza<$8r$lwB|^57T4;9sqbsvAvYOD)4H^_wM+{*N^)xZE5S-yH2zIqN85)L0aU~
za=3Q7TF0_6QkvG})j?*7wC`C^RgkM+VC11|Q@L-dSp1i*<uxHY!Rj%Az_JHd;lhx}
zhSP0@&FQz2-u8P>4_}%$+#BSJ;%YT15JIusjap2%mx{Jrn|ma*@<{+wsG<2QbJNf0
zAbY@4{|7bGfRftcNF?q<WaOFILQCzQ%VM1nWX8?5EKK5dA|^-yJ8!`G;%>xNx+TYU
z0~??(tY$oSX2T^nn%w)-(O#f(CUCwrmXVfJZLufizP*7g#>Qp8Q)!YBjr)ANmQI=T
zLOKN?MfefwWjx9m`7T(bL-S1M$aD-f5y679kuv<?Ewg9fbW3(nMf{dPR5|AYg^G%L
zhNt_H?%9!=FsGTpcNyD-Y@UCaTadibeidgMx23Knx&)*RO7I%7>zZLwom|i$QnxJs
zw9Fw?POAylO8HatMaPScq_nd0C1Xy7^9{Eftu-)#8J+L>x-s|t!*9OyVoS=o<e<?T
z{b@in*9PxUyHn0@P{b|~7blzw3i#ULo14g|mGw1=<!t$SE#(vv9x$w*aE^Pf73>_}
zi;H82^t9VTMRrUHRFvVkV8_}4$jjs~zrT{f$_(mIC8~z-coRa&B3FA#L~^=k;Ac{b
z(22VbFy2#llSe<6_bNVoQC_QIONz<_Zt?o-?V-rjp)b8SZ0~lvURm9PW%9`9?>-|l
z2+g`Z;|E`ith~5VpUUBMjj{9(e;3OA816(SF8Ki>E|`eyDO>DW4YRY96#f%WdNoEx
zp{i{CRpc?bVx&;gt8YsPld%bYI2!))HNjnQu}+b$T1791uHeKh<+q+yUQGkW#>qQ`
zH#~2oN2dn@6e`qAvgk_RS6FzO2msu%XWW9`@Q0Q3%CBn+_3=sY%b*Fx)em2{Y2}+N
zOx^KcvbT;pJV*`veZLeQi+OIKBxI-@y&i2!kO&>53k?At2!=tS{90RgD+7`nDDh<C
zD~d-4#9nZW5JxoOr`+Yu2)Q=CjIn<bEL$js2c`vWMAM4L^7k?k2#gMcgJA*6leEdp
zK?@59PyFah%~Ry;D=lfpqn}s9B}i4m;M1h5XdwQq6n_6qITfByk_`DuV*`oRGwI@I
zAyNvJ^0B0`Ajs|hRUbNn&<FJcJ=yH|6aoU<#F^rBJEIO>Nu`i~ik(Ou|1m@T1O=(T
zCua{gB_eC|Oqn9RYCByQhfhfFtm64%@qcN5I45LBI&hB;5ps)6Wf<`^BufQ|u{We3
z0n`@)gvBo#B_Swcu04;b`OgIiBE;zfdzQV|OC3jhRUrGpXA>rinfe{#rO-!igFngI
zwGI(Mh0PK4ZP|D%KrpJ16UdyOY&|{@mKw#2+-dsnJP34zZTwh9VV@$omr5r8-V29a
z-J!Wj`yN)Q$R32Z1Dr^S-F{Lm=SBkd6awxZhy!()tt3|c*r6*2fS0q{(na=awFNW9
z7M=I{;>6R!#>XkTCFC$8Y$p)za3que%?Oa<^4JmC9dOhJ6m?0vI1j)o#we9Zg2US!
zklkJCWK~iOc#AymyfFu!;B0RE;jsJ_^dE6KoWIX8ay$eu0{=M&<NUEFOFMwl_IADU
z@A$D>&})BoR1_r91l#ik*iK9Ty{$n<Jq555dzD2uw1jT~v)e(Z0vSd%^aOJ6CvJ`S
z6p1Gi`ltjBFA9Syshz+F#X_OMN^qhOIH(9ttm3bBLs&ErB6dPA1zbu%o+xcaKp7P5
zqD&p#*yA{KtquGFMcWWBTK8OF#N9uwCkkk;K5L_+?uz3)@=qZU;QN5Pq?n2@1Cpz-
z;$g%n@nX53nP%q)@Dgj9BTKPxD>kxfY%w-t<kxjman*D8>^aL#9|9bno(GrunivaB
zxQZcLsL=%A-c$=7gYXX_dN(_V5Ms1pno5ev1^PR4TEYpmUi&q<ib>jKscY3&qOQ6!
zKh*L+3kIrs#|$C(0espTnC4D=vGt~cOH=I-g6S5<CZYr{3{xZe&GXB2isB<lIGXku
z3A8Z~Z;6sF6_Skp0BB<mrA>t>!UbEbJs(LY=(;k~1!NNmv4{;N6Xz7|gx&dD3hqZp
z1N4GWSTB*v<;mKe1MeO1XWTa+;`$(GC6x6UfgBe9fmCbK;@peO+>0hVv*Jv1p+<`g
zmZXIyPe40=Eo`&sl~KRf@&16KwedLRp9$bCW(ezUfmAA%I+p-7it<cV^M{@0@;y$e
z@*crI33I<DR3m@om=FWfC9{IGFN{reL8{7z2RlYs&hnHYO)Is9-Ga)jy?;+;!PW9V
znr(yc{iT|5n~BQpZ64cTLu&&C9rKW`-s+0frt$X9`YRc9`-m||c`_P=6UEMXOwqrF
zDfEoq%OybO*y(P3H{6O)a1sR2dA)gtt6h4Z{3*3F0O>7(JLW}3HAQLSvNaKhaoNx2
z^jK|4u{PJTnN_+P-Q-Ks6r`4UNUr1?j7J;Wj?G+`!?pJj{QI^u>j&$hGImbnDEhB}
z>c-6k_N&5Om!wgM)T#cyPjz)6J-wmXtL?!1r;t~~Fz2U20%})a_uEll3Tz*qJd-1O
z?+`IgI3XeObnc@xJ{L3`*-I*#XFFj-OzFOgtEQ$R(5I{-3jY*yW$hKJPwRjUIpMLv
z7Q(W8!uLqm<NHRrRxN(%O|*m~tUtE_F18*!hpJ7zHos7>)s!pd_E|Bb60}(J0cz*R
z(@Q>|a1+<qmG-pkt*8-1?tF|#9ykGsw+fseD1xLtvC8Uz4Yr8F5)Kz3K7+KT8WPgj
zzgLQ&Q)6#e!Xx19_<$dhtl(%@pQxl|16n(v4(wJ70u&x}M3W9hOmrHUVB&l{7_sxP
zk|)VWMmz^5DD*WGS15>Hh(|z&wDh*>I^3}8qyD3G=pzHBH(_`0q=%Bc#eYB-tN=$V
zC4wNNbkHvR$&JkAZn86of-DY>kDK6%)d`)4N5><fUmvYw^vn7n;hd9z<LNFq<d5XL
zDZtfLPC}y;AG!)9*@VH>LRpA5-Xm>f3L$i?|F`6}4F9*}CL_fny5U~$M$w$CxL#>+
zze?8BV(0kg;e7C?55#|n-@NV}W|Tk?#UKHvldsPIdO*ZzMhW^ialJx-39o+_gVzJK
z%Qy+g0L05)afk%v+YtO9JaQ5mqA*AZzR_m@+rbd1*ioT&x6UJd))}Mf`nanyu&~vo
zrsVDC9|&?zF+T!Ee}YVZ!l(X(aoAo%ctiL$L}AYFb24)G2*@lla|dt1OeSzeQD}rd
z5ci>S4kih@$M%~e;cvXx$-o;N^`v)n0RG9qLWsE|*sXxQOET>_1GJ>^c8vr@ap;7F
zG>XJ31>*)xT3q<bB71kkpiD(Ml_X<dl6dk%N#FJ(y0V54m|PSBAPOD*zC1s6wJ5|w
zkZR;40R7?YpXG1dn)MAij01ovui)0w28cwkUkMVB_<f?-z}rP&8UOOR^_p^C5f9_x
z2t=nIA8}%UWgUm-52O?^Uf}Y7-y#Jt0Al$M;%(tIV4xll1`<sH1llj_C%CA$eK=e6
zx*Yiq((m0>0y?{3REGf2oGzR)Iu7OMaD>o)kxKb2zJm0xInIbd>W5h`v)wrva9S@j
zkkZ)r94|dMNph{iMq>aCl~xH4iI8TZfKh7nnyfQ~!D#;Vg%Zlc0OG2if_O^*_$k&g
zCO-%GJw<izokz_9Q0T-DfOS0XWj|sRb8+A4y7tGEyA_aiUHW}a0vC18Jw8qqiX%LM
zyd9!_kDT9y)bfM@=Qrqn?q!>vcUz**14xVH9kT=OpRE9!t)#50qxfT8OGVSL(Y`0z
zLbqLEbq|v4(?F>9>;z&(6AD16)C$sc`iutfDYleiIyJ8<yY=JKnJQ@(DDHbaXAv*s
zg31yV&3Z4I_(jyKP%&o!6};D$17Hb$^MKYfNC^j~(gh$VtnnbOcoL4_*5o-ZLpCd}
zq;;F;jaqOJ@gr5CCuhJd`+*(G1<ic}Re{ZfWU}_Y0!Q8nMtYFDB@u2BlkziC#~?$_
zFDDLq1&htJovdhuP()qq1pP`(53rEUwuz;v%0d+5wOVZqjYJbj1FJ0Q1LqBQpU|n@
zJbk1asbbIHZKhh!9(kIjhX&s+JPJHphaF7s7zIuLOF>jrfrnrM96ZG&UH2(El4qtD
zxSC*WM~aCyW5c0H-~<T@nNUQ_8a<|^((GisSQ=@nntmjdDh7n)CfmzrP|i0o%G&ti
zQ0nT!zCK12*_o=I_E95L57{4%ZMooc<0Ux?l{R#Z<fbv>s>gnxNI4|FOh*ozs2m>M
z28i$@Cuic~(w^--ciAVJe{)TgE{GL7(<z7TLu^T{Wf-$QwVOIqG41=bst-3{X;Jkr
zW?5^f!+msAS<W6+)Q{|o4s7>?uLS#+Z;E;wLXHVOb?j*j)B|dKP`{RP?lr>H*kZri
zMqufi&{O7pAWZT8?a0F*<G673cf;2i{MAp2)a=K&svi*D!kkPcfcCQ;(cCys9@z~|
zHM?yj;RGZ#HTQpa1+xNz4cW6L<L$1d+vC%Nb4_+ksC@j=GQ5M)viiLBGnw<tJ_VO^
z#l^?<$rGcnUqbNU0C=%7o0D;kN&16t?h46?di>CV6!jjl!B1M>@c36e2nwdjL%a6L
znZlg6@j4(Sw#0q>;?Gn#!IZCn5Y<-^C63ceA=fIsXKzk1ghvTjk?#_5UM-wlP6JT~
z<x6TFkKe3>nOC@T<y|8-gJ8Gwvn^Fp6eSGICcZ-NE-P**=HaP#<Wx&u8r|e+VcBp2
z=ql`HV)BJljTyr)LGBkOqc~30@82=?wBOt0efk%bTY{CaeG~{hN>gCe6V3p&u?}W{
zf&jB~Sk3#CXr}ZgLtep|)OeaLXXQGY6WS-L@$h|hS^{MYIGiDJ_b-TaMWk;@*w-KA
zUcX9M2?u?JK-CLPC;%GWqvwW7c4WOwcrWq#ZIzU!Lt+Uz9$km0eyj@DSD|Noq;${N
zE^1XWq?gc`iOUmu7=i~GegQi1jb_WYn*1%;;Ya6~L^}$5FQR^wy!GIrGcQK9g#SVG
z^F039=;xAKFrJtbNR~U#Hqkv~GF=h{*Hn)kRcKdW<vD~R1i1U?g9;g-?@l3RZxy_X
zTG66=1=Zabxj#Psy|s_gFc-1wYPoXAwO1)97o*rQd%M(<vPP@j3m2!*Ij|K)H97@|
zKMDLfCDB~c9r!XvVItyPFGK<r!MJYWOAkwi&;?DbTPvwiP=xexLIJm79I{WvMhw(H
z44}mb%_+x8U>r&Gxc&^}D%bDoQ&DKhiJ^==4Dd+Z!mtQ`$3AvVpVk8hsJX)@rdJEk
z9UQ*jFX0hCw{f^X`aN96`u@W^(nU9r<IaB}vg)<O-^Ci|tp4sBde7Jf?Ej8M@(bv^
zcfuA0-K>=Twr9T)ycuzc6mZe3-oI0QP*#25Q021Yvd`dhkg>nd6jY&TX5`)SdELny
zZK%`n6~R`e_|EhU;>d%W@c2}+W-+&RuAnJ$A!*6xWW_K7fx|Qw>l-X1wh8+nc~V33
z8l3o(LEa6QuaW1@dK-_P66Ol!y4T9hS@?fyygp13usuO~7BxC_RA$^-2P2&t&LQkc
zk)2(rsG_6{4MiEntA+0|qPjXk$D`B###6~DwqfC*LAK7`EZo<oRoMIUIO9+l2zPSx
zLz6iu88h%SlPRbjxLQy%2HEbX4Ip+=Ye#70pH39a1_H^zoqI5E5-yD(!*_s;2oo&Y
z=@JIXe2814+CyNDuJ`^V<Kk!$)-qRVagPzQ$crE1<OKz}H=FYp;JCEo(Zn7}Nz4!m
zz8dvZ^EyBNLV<0+M{43-=a*Xt>!pO1*#iY(C3ZN<Lp_@T*}k$QR9nCG+5YF;wNU5c
z(yKLSw|*2ngoHL6&Q^Rdyj3^gQSDjVdFlXp5BqR@(Yj23LO2{1auqcKIG#BUCr$<q
z`p+YX5Xq<k|7PyvpAQKMY&T#IA93VBtW@OEaVT=vMa4$Mhl2q#Fj@AwV?Z(#$yBrQ
z$EdOVwzsY<P>$;Fib?YeuZ7uEg&eXr#;we4zSz{$E~YM6Dmm!2C6fb|6Ew~!W`t8d
zfha|ut%*jif)Br@q42t7lJ%k-zan<8CKku0D9aS}{R7UPyUkxh#ASyQkgE!Pg&skD
z1vQhKTpG(HpgtO{O(!u@6z7-*of`bEHaAq-1{Hz=KS1rBtieDe%5mz@2pgzM&F5r(
z5NjCO$@`E}QfYB65Eq>CTmSI)6m9KoSe8QCCSeiP2nYj5bfduJ{`wd~u+V|k%wmQ2
zMXFB*oE@vY@<>fQDz(|+UK$ZoM1~(a^BR(`Dt(;hXU6AP*0SOvqIq!YyjY_1M}7L@
zXjR;_)WbRLG1*-=r}%;`%6DJQYy8V^V)(eOwJ0UsTBr^&VT7!-2|IB=5&Av#9U7c<
zYnH+ve=W}4)UsAIIWly`Cti-3MS@=rPKu7U{M$D&F*@XrK>)fgq}QLOJTEi*_YFf|
zpVW6RC10%PXq=ur(u>PWHaEz&yB8&+?z}|aK>cii*x{^3D0By%mOJv%z43eTNBc8c
zH+S!w+#kvsu5y-`n&R9`ujW@$HAkY{hkaerfvbIiyo`^ZS>KnRefM!u<cZ*0%X1a@
zZj-mJqZ?&Y&(1k!K<I~Y?5uyu)T4B8Qa_-0PY_XkuVMMQ3(|E>m)OJvUG$TfF*2=<
zB`b1_DP8UBDySZdbJ=8yx#5;qXb!(jARtm~Hm}q#rE0#dfA;C``{91(k8|V%tO8`V
z5F88h=I4329t($8rRuyrLc;kNLjS(xpnDV`l|Be?x-5prH{ZASJhRf0LV;N^Hm?6%
zIC{NQ5!GqIpyzP>3QU*=lvz8MuvUM*>$S!jyDAqn{-M(+&SDE2eiS}kI2aADo5K)t
z(o!HAs#99t!(Iie`K9PYD3R##THR(kmOJEHbk=&%f7OmV`f*TTOXl0gI;~j$(gort
z#cwrkGn%Yh-eF76d4qb55X`yurpy=O$iF2I`%sl>-AvaZ>dUb8sAU}0G7MH$=4b!N
zhK}-RhqEzY!Y)FKE@9Eg==U02Iov72wx9HUz4Sj6!sVeP()}cSknmLdKDB3X0}d?{
zP-=RJ9lg1?QYciLT}wSW%rG`&6*Qk>!^uPpr-ZZh%J>#hMd&EMOn7sTIf(brqd`Bb
zeTmaB7j7gANqq-rA`D5%s3GO43X9qI=#pircEA?hXSvIWQI+nJq61KH;&h8+m;r_p
z$lA%Bbr{#z_(UbNGLX8BB+;Z1Tcc8Pvz<qQX+lYe!~2Ldgn;vQs|Ka}FDIJc5!vI>
z&Z!H9Qd_8n@)a2kKT#T-jekV;KQ&)-HR0#y8rm#Ns{6w7E5uDc5t}U1$IT~h<X4v-
zNL7sT83btXBk=quG^9byV`&dTT)A&fAciaWtad)PU{5P#D#PIQImGQ0T#B=SLm6<;
zQ9dlEg+80`VlMwe%9nRA^q2YXn1PV1K>BX`nJ{`uZsS(knN}m?)+u92ubEbI$yQAl
zmrUoXBoo4*3X7UL(;5-P2xh?0@@wPu$VOBZkdxwEBlp|F{R9#<?#(XqX9~a|{2*Jl
zqG+?`*lWMP_|6+dj4Dc7i>hONVJY>k)0CiiV^M!8JtX5tpicE~%~i(`Uiki)<V>zh
zmExS1Pfz2v%Ky-G-O+5mZ{JRgN+_i@5~HQ1wo)rrRjJady@G1Bw$>~nMnh4n_O8)o
zQ+vf~ZKd|!d#{8@e$V$k=lzGnaZWrrx$n<)ea3a^_qo62I)Y$|f%_1C30fd665%+^
zlT}z<C@EsE|Flsau}}Qcf$(D_V&ekgR6!O<P2$2@4}G(_C2r&+FoB3@h=nv$65x?1
zu%^07vK0_Bs>bg#4)ZezC984{k)a~Fo@P}KTy8PWW9Uh>&4f9O(2MAC?h*p#O1~(3
zfH8h`p?eM{OgfnjE!j&awe?jr*L$AJ7(F2#4jp9O6~*E^AOm*;NXLX%0xuDksR5{f
z#d^uyxfISI9OY+NCc~K$_pZO#xPNu?(luZw70SMGblCk@{f1Ujsm2FbY6uP($Hd`(
zH}Rx;I%d?j(Td%TX-t@sp2rPL!^6+0A|hEw8&LCi_}$N>1q^ZYy<PyI!hpBD+i4Eb
z^O&4|qYw3#92+ljIcM@qrg-c1nb$$E*(?r!ROWW04-Yx{B_^jj8yIZ2Pjdt*d3>yJ
zW2*r%?fHsq!6k^lBlOdU;UdhZYEBkH+cLKM?_@dp$K}k*`^nS2H`Dc(^TkCYQ`!(m
zky(pprA1;TQld|j!^mla=&$cXkmKRQECF2C1Hd1cd6+#l=}5rvu0Je<z!^`^UoG`V
zvu1eJ38b3R!N;=N@2{L-+S@$WBU(ORqvC_Eo=k9Y5GWf<ky6gjMm55wT+?m^z1p?w
z88xnKJ7;~(Mw(ABf2`B~XGPtTSF@8vU4k3VM;9~*F1Lp>CG1l|!Hd8vu?RFGH5po(
zu8{+S6Qw)_@|0q=Sop{w42XGs_E-qko24LzYzPP-ud2Y*mzeDM$<Z>9ZDy$P>zFM~
z?k&?(=$lTLB1*113I8^g(iv4%RSLrE61D`Ydb^7&UmOelBx_!VNpNm&yynu;Ry6cD
zj`0Y-HD5ecz!bo>dc2xb+v~&RFWf(6s(ohk6Sr|M9+UBn%{Tq^2-86Q1Wo>%Wjw>B
zm3O5;ar(2dZ*lSdPZ#99uOXT<Vo&6<{FAK?Asc<1Bbz#=W+U7N1_uz66<OA&T!GT`
zu7=V3_L6TKbVcljWIk<3Czz0?`Id%6xmOdeSM8X9aMy`qJ(XWRTjxgIjej#fZ~I4Q
zzV=veWPa^g;xm~OEoushOh-{XhG9sd$K7sJ>9@F1=as_S-|5vv)bpRJOKM&lz@5`b
z1Q+Jq%Fr0wIC-csfB!(AF<h~2yFu-iipS->V5)bYv)B?)nkn-yIqx6bC8A|k7S7CT
zl^~%@Ip7pMm-fV%S;|(WrXf@eFcB(VbEfl0N=>R)L>KiDWEt{TjV)}pQW}nyx>O=#
z7DL_q)HnCR_P|w`DMwfM(clL*2PH8)JP`Ezs}4nwHBA^Ih8R3Ev<w5IOR26asBN(Z
z5JF0?pp|Px_5QLX(NeV%BAE_(`Wy-xR=@2%;2d*8F73T}WqJI{Zth8H-=ATf#O*f6
zd%@?pi3j|Bt?~YTG7@hlFj`+5*035MCS<VR<zvE9nE~^<;wJgqK@=Esl!6kR*YWE^
zusq0p5Nj{~NLjtKBRYyW<eK+cQRy>HTPvArGPs>lpPDy)9QJq{(jF>KO%COK%A^T~
z1_^>Gcr+P<Sa~W1LtJB?4nl>IbYHSf+!)EYSvCU^CZ4j!uCmE<+1q+zSvrG^cu+82
z&l`H{9k<kx9+zfoa<}Gl>OXga4}Q2d+_~}dqY8n?lqm`rwg6?^qa;BY9f;(Mka?I^
z3W|&X>|_Sp%g%%FbvIoE_cJNd^|3)>3)E^ykayWQkT#y&7rd>_s8{xY(e>bMQoM)Y
zj*^!rB4U7DMItz<>mZ^N@og+|Wk|{?VxPBa++AWc|AgX~QjE~Zrq-6woXXsw0(75J
zX(EeS!HVC6fIfi%+7ukh4cHHqTj(`ZYl6odDH*-fdaHnSC<(=1Wryyl{8M)xvnk5g
zs3Xws)rZf>;8Q-LkT7xY6vgNatC)8RmM?Wb9MUV`Fp5$2r`0=m_wMW6*RxbKe=2Ed
zB57hGX<?vfW*}*0QDLl4iL++fS2O6aF}Tmb3=L5hBrdcsZ0bk-`kJ<>Tg}-XfqylX
zL(0ZuRwF2ZX<97^^XnTmbVPI%4)pB5c0h-d@*|WP>fe{7NwFvf4U2F(VKd$Aml?}+
z`GK~uFK!$+uO51a3QxBJs_c_bd@}WE&TV)KP7wwVCGHL1k$qGS9s^0zP*PGl-3UJz
z(0$Fuu8)XehE^b&fQUKq728@P9@F!1hd>z%={^b#fi*RG5(dV?P`IfmeNv6vYFb(<
zszwlpA)VPLY#(%^$p5S74-qgC)Y1MTg4>*M5gZW+Bl?{YvYfLnHak;D^}ck#ig&`o
zI%Gi9&&QJ(p<j{3optTM-&qHKhJEnmzH*|#`QiZ6beg6Y5VHvBGpbKzC6V!j-I|Av
z`KE#c)^Fk#ZWT6<l%uQCD4k@49U8@3G}P7UBi+C^p(?UeOiX@l1!;|a)j5R0Id_-r
z6Qc4I;Gk0jIxjiyc#j}I=ziNz21J864URlhl%`3Zx|)p&(I78*NZeir9od$iv2{{W
z@R%c^Bsjt9@kyh^-%I<-rCGhL9rE@sOq*BPCb0-kg;{e{WtnqTj&FIBdtQNKw!4+l
z#O|oSeDwCLVY99F%BaqTc7!J@o8w(gXRS{9rKjJ%*b`Oy?61FPP{BVsf`ll8QR1q2
za#j!{TWj|Kh3C<N^XuH+6$6#+s)*CUH|^eQPrMl=5I3oFQuWVft<GNw6Vd-}Jm~2x
z;_R8!#HmPFylHzX-D;mc!x6^In^+Cz(tl{P=yn{Y&inZ>%@HyjIaDb-2o6`~w^3nl
zqeUCDbgKNSBV*<E*Z4xOE~?ja`|<jk-Vo2sx0}%&l#VnfDqfv4HM$4EuoeY&0GwQ`
z*I>e49G!Wzx%A=;`<8eA&ZN(wBX3X?@b*-OccAUzA$v%RTiQYA2_CS&N6yP%g*$DA
zQ|9V_58w9o?4v`F*lM0Vyf;jlB71uCc5|i0*iplB{;9gXa&lETI;+8QN4uNVG<rwD
zvZ3!a^~fvpO`m~dnx6_}t85|-&Z=%tH4OL~-`D+aGf(jA{_r%j$ng2E_%FLXs(<X%
z5`~tGsuJTJqV8}H@Q{!VQ>xS&BKVIlA10)4kDcKdML9`<&oWf<D-3ksQ`{&zo0ML;
zUXbujt12vSVl|J$DmQsUez^Z>m0j=+5HOYEgAz8z>A|S(fxYCIIfJg7%IS$<Zct@0
zTS;5$2j_rcm#J8{ts4=MyQ@Dgp4T~E$wiHuH;?4|7f~J<x+G?q#4-n={uGQx)YJ^A
z|3c0tnC^)$C_7z$^;z`XW>2CkU)$=)Np3#$xA3Lk#OU1}X*bGv%>=6EPFD+4)e@zS
zSIX-q_xva~9Q`6ewW$<Mv>I`mk4IqlQM+0FN;$ti9Bj<Ji4uwuWWN$C0=W)rNIr*f
z>U>oQ^P;qua&EW{ndC_YKfIa~CWb|TMOs5(?bjzFDaCAY<k9oYi$=^1uZ~|IKx~Gs
zBpDdQ0xe@`WHP$_4#*D7RFp!N!o$RBgcc2GzvIcIpT8EqfOo+1h?L^YjPuw_16QV9
z-7T%SG%}L1Xoy~EA6b3<16p_2<J+Ik1pt7RPNis8#T_<S(Jc>=+}kc3-T5!dzCDaz
z-^3Aqw*++6{9Vgx!}&%(m)v!-Sfb({$hObV%F|e6w=lcq)sn1p2(kaRW085DdKb9%
z$piN1VZ2lbF_Q8kO~>{MV4W?1nu%40UttNMM8|v*Q$0}3!ObH5tl(8L(5c@n?P%qO
z$i6&y3pZJao^Z(NCzTqC8frKc$sx7bl1^CzruTsUrt@ymJsjt3QR5B-^(p)_?xp0v
zO=b&?d&(51P2YJ(wd|v2Vca~%{(d`*H};YNu`Qlq6{2R=+KvFPvBmWNdDTPzFq;5x
zhw<mUZqoaX1BEM7-K7otmWI;X4|d|lb_`gYj^<QeOix@2D=qzCOBpL<i$lS0JL)JQ
zS0<|dY%3;LR;l_K{wONCHY?t)T1^f-AQ_H_H{D7z1JufGOx=n_XtIWBa(|<(qmB6x
zvp{Wo<q{Mi5=u^>^qfm>WX;OMIy*(xM$@AIq@&<Cp2ych7m7T6Ep8ChEO|e#EyJ|D
zMqREF)J(>RADha%a}Iy}{kR$aakHy?Gv&u-?T^jS&CQM<-Jw6|st$p7XJjQpdgY;m
zP~xUgG*_YAUp@ar&7JQBa*M!1^o+72NDt-RpY4cJT$}xvL3zJJuEiLz&>d(K+!%N%
z!0pJX1Y%-Oqt1Rs>7<W$eg=R!MIPC3aDe@HGw1JCPKw^OJA(<HVF=FJ*$MBT9L!Wj
zXK*F4>5~_g7b6FmV*<WSk|P(V?@H28F(P75bp1)apWV>_@e{yv3^QayRdk<2s1U-B
z4nT>4NZf*;5JEWiu<e&E@X02uOm;O}BB*J@P}2%WeLHVS{Fk6Zzk@jpMF1J86oAFg
zFfxP!9Jk<dCQ257>zO&Snp1kX2yqP{KfsLGA}o~7bB_QtYVz{kt+*-)6V+*KR$hd-
zJc(JO7epxB*ba~#^hafHIa~cMn!V@#UL{jBwWKu<NBKy3KDh(-=ZLxu66aSlGUw?K
z=u~={*yGH|%;KhxhRU3qg+2pdXIpkj!%9;2<J9F{uWZ762uv=Ep{)*nvA-GiJb;X_
zf2$4RqRZGMd2<1C_VVFe7RLqB+MFF4cD4%8dC7d27?~85x6_ZkF7LCp*iY|+i>lAD
z7E;BnC0bKC`gcLm(j%f0B(bMf;^z9JR<$J+j$S>pTvzI=Mx90P&OIyl(qHKRLb!|X
zihI!j=MKF`r?Z<)f}i{K_I`_hHKNvmD5av>)aJ%Q%pJ%OrAHC6JWxG>aU>BtnJc3y
zP<F9u-^Y&!jHKJp-*G6Y8UCf&=CH!#y_4-RXkqBJ<aLTDkH6RduKNJ{##e6?$t+nu
zO9*18<dc*8^sMO-E(f5%q&Dm=!cqGY>6ngSX4R{}cJi;;*%I>D(iHt;%TrM>?dzrS
zyQz^6jx;sY_92F!Z|~CmY^lq_90vQ@slRV(DYOVf0MvjPy$ge02iP!@%I`w<*YKtr
z`fcuLCjBRvoM_dW_s7=KCRF*yvh@Rx<Y7P(b;91!O+oqcXY+;M+x|I#blK_p#EFvY
zjByVgbrE&hnR>~^eE}KfE<D%SmF4Z6r3+0@x;4~P!OhJf7;D2^WB;`5OmI_bvXb>d
zaD_!~!8)^cX^8LW+dLAo&t$r*SnJ7YJ!`-4kx<AMO6fw3L#Mcr%*9m)Z>9Y+ebJ%h
zV)u)~OPePU(}6hrV#1@zvw;SWk-ox<7SXTfKF5Va-F!^}*7tghMSin*v0wO{c_YSL
z)E;Jxy?07^^AK1IC;xR+VJStp*l#+F%Qad-)&9PM?yrvio5Pa0y9UZr^d^}~ZxnTZ
zjA*Zkz0MteQ)E->_Depve1Svr)kBw=VT)D#Em44TDelA3e<!t^{ITF0Eu`;7kOhR@
z<SXM3*SZQ;xuD}W%uaxPuF6%ot!S9{wQNao!aNN%SWlvGA7r2u``|i_R!){h7bQI<
z037WL{@BR4n_mvRLzuws?mT}m#tL-9=a6SNRKe;sN_T%?MW|vo8=_Ey3Y3eQin$io
zAN{dfUw_-qWc4w3^I8Vz+=e=Y{ly>cON@(c^M+$*MU<_`rRZzWt4iGrC-|69IVs|-
z?A%Ln-NWnnI>UIO)NxHkfVv3iI?cefNCuPx>z`kE(C&q|QtR;b)G?$zzpu=pQ<P$C
zj9p$%Um_bLmW6@|jSFtecGP2GYztJ52~~ZeQqEkZQ%GHQpWT`#Z2eS^<qq_*O1l@x
zwx057)i^h;YWpe3hAsqtAB<H^o)uSC2Md0=mkgq#aHNETKnr@hsPaOQ<cFOx!CW5j
za#bM(@T3YEWCbnzc%L1opq#^e?JoU;p4O*GNGW9?jF%}4u}zEd3RRUK$5V$Rpuj#}
zXpof3qOu$%As8S5c0vaWh5~+8W=kDFo>2saz=KN37|tP2h*(8q=Fr557z45ABc-er
z+aIe3GG+!ACAY*1{Bv+1%TP}dy`Q05EEi1fQIqf8($dY1Bc|vA;6xQ3Xp9?K7jR$A
z!yLg>^^IW@=~l*;Vl4<TEx4YJ$|aqa6^u`;{KDs*^~8Hxj}WXwp&Ie!LLZtpD$*Ad
zIDeMZ(bMxu_X+|^p%O=|MAHY`D;zH$wc$Jdw)Pz?a^dseM^qVp-u*UJck!p+zvw;V
zyIr9@MZNpRhWDR6m9~5;ZSqvw!bIB4K-$XSm!83WD-&@m6D2EZA+v8Hn7gBfoJF=&
zi+UpmZPEf9TTi6N+QhLbRUag|FawhWs~BS2N^HN-H4+(#jTucwKpsHUoQy!GCCAcM
zyE!tKM)EfjrywHL6zFdPxSU@B`6u)FRcc979L1iTO`|@`zD7$$+>5Z?tE9m$f|?8t
zBlFdFmVzWUe6~B?azU>K<K`l+kFN{-{;eech#5LW-I=lhOV7ant(|~nWnFZI;<Hpq
z3yVNkW>p+RA30YjqD5j$N~$CRl1g+dKfyJ0+7e1|y~JgeWZ~$6(V6aO9z3QVkb0-+
zV<1ULl79o;8rwV!PRyRi903dzVgI+;tL8elb5e08VPs_qVP$gO71{wy=ff==#Y<*!
zrk(Gvx7WY5b<u$|D=`kRHR=U;iw$}-H*Z;@)^=u3(-e#1`~V?A3RbB?$f?Ks0vWC_
zMCEMA?Zbsrr2K^5?~EKqzq-e+OitA_UCxYE6qrHJpRhL!MP4*yh|25Tkc?<n{61ZX
ztVW#`$IWUsiU3@H$f=)7H>CB5`ZG+)oSo$AMxd-ZyQVRh0`qzAY`hOC(LHItH*xWz
z@B-_4F+(nBBxSjyR6aD}TD3FSwR)aka30F{OA_<r_tu>cKOo13+dHzQKVJ`=s>xSB
zcbR%#RqL($2z%Pv(B~7rs4k3nc>oE7SFT<?f`rE`!^WvKV!U}I3<ID9${)bfygTCn
zFo!#chH{zQY1H9PB!|?`+qSDJEf6}it88oO!V7Nsz|5(j!@OnKV4bO0ODZ8)dgV7+
zI39F6ihiB`Zo|h6=e|5oeOZ=~56*1O50+BEH{){DGwr$*Le=JV#csE@5pO>x0=t-`
z|1x!jXiBKZAQy+p5$f}7)cb0d!jB2TOjZw+VsMlXqZ(iCgVpco(c;k8IHX8q+bSHB
zp0AY%lxHWMO+^WTx8;<Mbo--BcV+tMdu`V`w&}Vz1r4H8w9DL1mn`%9H<KjSVDqEx
z&no{c8h@ISeDX^2dWGES^=*@iJI(aVIQ?jz*G|`}I=2S=qG}|jbfw8o>5V&s4Y;U}
z`ul72f@IlFhdDhiM)(}E|NLrus_udRZ726?M!Mrv$n5U>0z$ALt>Nvs5~|eOon6k2
zWxQ9@wL?>wHeeh#^**<KJxNhZ9*&+lx7-k(-Kss>t){=-uTNjv<o0OI`F_Wk<=OY?
zA&K1AhLH_))|*rl+09C6@16*V5=u-k(pM@%v2LbL^5=!Gp5D6jh75@D{eAKG8Hm_r
zpP+FjJ*q=E1qPp>iUFtREve<e{BI9ymrJ}-j(hmLf|`-Q>LnEVjr!o}X5zO<jts-+
zdHSq@=I#gsgYIv{ZeM|(AL0^arkM<#nl{3zCaneL%{oVhhFh^Vz43=CpHA-=m56>J
z2LE{2@I&`1NXwf0p6rmG-$)VF0R+j-Tc&Vt6~-O_4G<ZZ`QZyQgfbDr@4k1c4Eg+J
z+IK*_ERIa@Q^B2rhUhwhoxQa8=O4+*@X9pTL1^V~JH$vFh93tSWMn`H5&_|bpEudF
zRFlTCbTCswFM238xHO=coOTgr-$Av-_aT##@5<-6Q}xmZFeQ1}a#1|U!rqFz(2VYz
zXIs43V}Irhm()I7UFban`S>ri=T=1hmrIWZ`c<<k*K#=#e?Gmu^tFEa?b+$=PV?mY
z`!humA_Lt0mF_4VBDO|(Ao8EDtYL353UH7KhPgsH1aF|pz_9}Sa9(TA#d&3TYiO*i
zwJeno^EEnFEIS%W$LpvDSN-ecIHgv`g<bCtthAs~)ud~E9zsU%29MF36^~m%^BaRh
z)mr3f&{rrt#Ne10PRcjhIYVf5uhDq~mIh0Wdcs3NSH0&k%;7u?ysQ@#PkVx(e(-Jd
z9}Kv*k&H0E?^kx8Ws-$1A*A&|j;pm`I*e{Dv{m&K8wB$<Q`x>9Bk6U^C<WyThq_{b
zMxTW+FXJypm+bhqVJlX|dxP`EsA;iUsIN5+RCvesa-w#DH}QMaihZL<5u{Lhhecj^
ze6XyFex(ecs)K<wJ-k02@GO&S(qa)YYz#6KDlRay`Ve=_CuMqV5}F?_wkgFApH78X
zzA81+ERfOQncZ#SZZ~4~fV2VKCKlo?$z)cImgR?M^FxR^f~I;mL?<(=U+XR;9_mav
zRBy{Q*t+!WUS_=S@jW$S_-w$KWb`S)Nay);9RtI@=Z1ZcaA;s_5;Vb18NT|n=h_=E
z+L(&Mt#s2^?c{*(mq6O)femqElqN24UBR!o{=m;=xP!R5f*mzjglST!vTG|tDcmSE
z79oy&8Dk$NQ&6Rkl!dFAD0t>EBUQmklMsuIQXD3&7g0)7TU&a%L0atV%B+Tyiw~dm
zo0Hzt2g5kIMn%LJXaQb6KoAeY&_{+^#Zyu7Km%b6MC%PmQWDYCZX;TZ9MN*rak7M}
zRoM@ohY>xOj^{#&Z8P*F!1$Ym5hCp|VIjQ;^Pr;$l%gqq6?-`M2oE^oY60Qpa;ZoX
z*azx$`Ol@8lSJJP6Hz5tFI>D@ZIYEf+6do>PP{c|#g2OAc`Of1S&vd7pr<XT_x2jb
z#(ch3FB$4iMeQa!SnyvU*?q9tB{O}!h)PW&dI6-OG<}`_aADW=>(nlT*X;Fz=Gp6S
zFf+Ft_&6%Jcac+#*wc%BAD$V@m~F~Z;IG99gGZ_4hz9Ad%>Q^i#TEQw8{q!9+8U_b
zP%TyfSQ})%f?9ypaepto3%7`_7a7FFw8ki-dDi^Kg~wait2)aB8=~vZznmXslOM4^
zC=~&<<!sOK#TuKzHo?ZrjaU`*;<aUi;O;6c@8aQXD<I_e`pfvb9^4Y;Q)6I^_527A
zyY~^b9|9v|SeNUM;&&P`xia~-2QgR^QGj0#h<y(KH=5JVUBfl35V&9&XUFn4!Inz1
z?sJZ@rC@O{1rOPS7T^?$({&(XwA2ERVS`F-Sxmw_!f|Y`C})*zWMB9&B^}_YJcRgh
zaI5KDN(b_fZ7w`l%mbF)L(MVs`SeTUb;iGw7z?fMoSg(*RMk~zyUkC3`?b?6XN2Tr
z+sd#yLw8GLcy0N>VVJn|D<tR@P`R|JmwUmZj{pmXxSo<Z@xt&E;$%6D?!^xS`$k3U
z!pl0N;4uYT){D<P120N9?=yI6V3=QJ;6YG_QP-!OW>L&^Rf3pzQT=WYb=(X=0BF1f
zc5hUy76kupZA#AkHX$yOJq<K5pHsH1^g6gQiC;(D&oMi-b)6;+`a9g4sr4eDm)JiN
zNfnx1>5E$cjph975w!JVL=mow#>pa1BsWbV?Oi{wLu6JVz<Jru@D){Y`5Zg`DDv|2
zZxeoRysJFC4YD{Wr+cN<kHxG0ti$;%!SuYJk7$(R3}Va=Wr7tXw8}?rG#~|D&mTV{
z@$_x?6gnCk=w9)Nd?^qt&YU24UnQRMYh|}_H&5BCw56INhGy<B7t$)XVaxVe!{_IV
zN084AVwP(2CUO4EFY@@SJW6jv4loV&oL~Si;JjoAD%DtJJ>$=UU>?e1D0oybCaS_s
z<{{&u(Oyach=go~+#=0?fQ=@gpkS)^P4Iqnc&MJNVAPl$*doy8hw`m|(%dn@1zgi0
z002tLV_(*v9hP6wMw_3{B@u!hYAy(@hYXzz{ftIu4T~+g8Ea2Nl4IPX;|<U13{g%V
zX0u&Akda~Qiy8Hjqz5AG-oftP)?Ojj<}LbUT32R%P2fNUaG=7}l+D6{hIy%<mO|%Y
zs?-a5<S07m7crI~CTbOTs5O$TRaE1(VEKKP3FeQjRW!L%Nc6gA6&HhQV32DtbeoHh
zoUXM}q5%G*(t!ciuM+m)xv8^oUIEpMn=Q{vODS<5aRIOAIscF$x38$5u~*4M|5gdG
zPh9;-_C97=O_pi}laWV&PT!z&rlr=tNl^a#P>uzRLtFNDtg?hZT?o}$Ps$bQRHBH7
zoX69+JfY&HBJyauLvxg=9vji&R9KMr{hkF2iaePGC{T)lP|2OdY0FYc-<UdF#{#T0
z&e1GlR<N4QcWw}i7<`#x$M}%_365Mgqzl0g4p{-Kbt#2OhA5T}hD4ympkUESY?W1k
z2oxMLhy;2MO{$;{!fQlQ-bFY{Q&~m{k#5AoL{RI>Z0)nVIrZk=o<gO+*HN)Q*L%pj
zJ)u2>p7?Xa`=*xnEuY>uF}ZJHa^KA4zLANzkx9SdJtLEQMh|GHY?=!Ea;p5wnhw`<
ze%N9ho=A;mI4XJnSQ&hMm;CRPcTV%hqH+&iZ3~<h{0zWl@gX19N=iRV@F95?pT!u4
znl$K{U$UZA5)&v3+~3|<D7al~3OjPDmNdz+O;8)&X}ShxQefZoRv5x}8;?0G&A7Bs
z(?G%Q=)a_0Ld!*jnlc<PZG9E!L?G@TbbRmH%gQ`I>^+9$Q?+mFiu7I{FLG)t_g4Ie
z2F;C?IFvG6gv*YNUE7Kr=<627VI`cl2bd*(A{lO>^O3|5O4jZGawbB!Ajg5Op}gHU
znoEBt5ijjetRO~!R9@RyL%D*Hw3^|^EmRxn5;hOZvPw8F4?=-uu^AV$8xsRho}m03
zHz~sqz0r+|l7!Co7NK1K=nr)~M6znOK$s@bZJhWT^^80@^yJ~RgyP|x)?x&*X7>G0
zZjIFm$AF6@a61^u0S>5<8CrSm^-wNhq5P9P9Li8H|1ZGh8y79n_1h9toWEu(q=j1w
zzkhBl%HS;8Bq<I&z|ME<-V;cp<lXlF_%bYn{wj=?xUf$31#ngf9>ba>)d+14@%|-|
zXG%AA>OjX|n(@A8vDz6|*d`e>oWCPRjjO%$oOfOOma#wnP9CDWFK6uDo1X0|G&q>e
zoc6J%X`d#r><ahJrDjckj%4dxn1$cr9LOfkbE`L`MJt8A2n`&kr454~K%SfM?<=!}
zEW*MfvS*6L-oG&((ADNp3FCLY9N7<!3oO0&DJ97J22pfS>FZAtJX>#~?;vKV>hT>G
z$LIRDE_U?<x5WzS4pS-1`BND*j>3Y(RKUEvagMY@VPU@w_Q??Hlr2ozXUQOtM(K;s
z4FA2-p|X;9D<o1)SwH~$<}@sfd!vi;25q1j8M+{b<{9-{EX3wyQm#Z~b>ZVk9!J}A
z%VMUzVB=gZ#Rl_>mfEKdQz;(AX}7Xm*$t6r>8}K18xjlaO$PdcfY2Tq^OpUu-Agh7
zOFg2>fb+K(LwUW1757$!68v(r&pE#;8jn16ogTi<=WEXhbYDZJCx4#Ozc{Ee;@oq1
zXHjZF07h}Xw<$>dfy-~cWK^n6fAYxNC(4LUHsWmfTkRJ&%@U$-==~(#Sbe|SVoe?h
z5Ayzv+WU6h6_3`;55eJ)?av*kw_N9wq>CT>7`|TNvSO^N=rAi08}<*mori^Z>?@Es
z4<Ul?#qDm9YVKWg42Oc%t$V!(uinc12n3V@siW3hN8GRb4l4z}i{5Fk*L`gmugKZ=
z*Xu5j&M>QelcM`e3lHb|&cN8jMF^%w$eIfH{dzXk2b4>pfv{FI8OKv-q;g2hgLY2m
zL4%`RGX}o`o*+~<n^5I3`4PlWw512M{2NUT%{!!wK(xeD^TRbYd4w)O7!v(0;G-By
z0VK1i)W~1UUi%MBw&7|PiT6n@&p2k!A*K|n0zr!BIM$*H+)2*4O#)obZXMHIo(ea6
z(1C~;c5Je=JSF5Si(Kw$6RjJ+MsetMG|2l75XVLq0P^#n4*D!uV%^gK0rXI&s8g+&
z=MeWR77BawZbK~`3OLY0qozeJs+cYD5(f$n%9go;MaVJ`D6cZ*5H$5nWsTvH)kJD)
zaw=6lD1)lHvI-Q;#LxGY9Ss%)lLMHb2d6T(jlqg`W-9xMawv!SqeDtBL)2n8sXlW)
z{)1KLG9FQ(fMoyoEtj!|^?EKNg?CGEm=9FsK2<n2D>j4NX(0o>FJc@+1w#h;jWf|v
z1dP+*c-V!n(8y2+-|P(#BS5<$q26X6Eh>R1A)#8|sF$FYOnMDf-G{7Kr})4RvHb||
z@11zo=LY)E66Bia<obV_Z5+lQDjR@)>qy|w-{CRBFTRcFF3U-l2&DZs5wY2#esgn0
z$L#JX$MCyCJm}WdI9D`}&NJvXy_$FXK9OaN<2mK+GDI{%ZQM62<MeG?B|?)x`C>VO
z7oTPmIu+MZPp<`GaVZj+32@yi?&Nwu<+-;vX*62h?DwtEracKoMs3XleLG_JR@#nU
z56HcJxdCoJ=#*<nLzS=0f3H$|B?rmcQF8wT1;+&f<-mWQg%49D3|=k8Xdm{C21bq#
z9_Ad5&65xk+ci?@5YGarh*UaBLltC>G~bZ*`*kE%+p_NTL8;{uTlKJwOIJhAifhZ)
zzu}@U+!+pa(LHOFoFdH<;85^kP?^+WS6P{EbTlf!W-%iE20EGew>AYJo-Vua6IqtY
z7uN;DR`6CL1Ee>03o<|Hn=Pm*$^@a{eLw^T+*-IXexfS{q0P!Ald#pNk7`t*Il!Q%
z<u3X%j!1PVrbWmyVX@0@9A({$ARGZ^tUW9K1C0C{@!iEX%sCUUs9<F-k5Bt45a9EA
z<5dqoaepPHcHkGTZ4oE`Hn$bu5g%*GLv*bkTLkzk*Zhju$6Crz64?Yuf*f&NIlCTu
z6j5b%=~NAx%s*_?TWehCzu>btdsyGduvWhtO%@aAA-hd<{T;l(D9h<1CG2mhaQ(w!
za0qPvh+?^oW67Ti@tCneS{irC@&}XS_3H5e8*>0|eSI0@7~%sEf9q2f?SR@Yy+5fw
z7k`k6fs4~jI-lIL*y3eh_1jXZF)@*QMt^`wQIo!UlF&9{=g)c}cedyJ;V6R3>`j&P
z9ih9E`sSs%%5u$uVGrW<EXdE4_tip9b5~|7(@<d;_G>o(9i4VW3{}WrsIe6hn?q=M
z;-uNy5dz~R1iu;PCn05hW1KSHT)I!xR$Vl^;*MkQ$f#~<{F<`S3n|uVE9-auG!L@0
zrH%a;42P+HLV1((Fy~QYyv5S_BbL!Yu4v%yY0qXNC#t}qw@5Lfjcnp1KqqAnK)zD`
z@Lpme@3Eh15q;ae8l&v$0EN!@V~G&qdkQ;-1j<|MqnsJ}e8zn7iPoQQZvuAF&iQMQ
z)};`;l?if-ukN<iyUV=#y-LqlVneR;qqFJaaw95<b==fl7GS_2r9tjG%2a|dVeMAb
zAC6F1g#XOv{{2qZPe*Y>AN$0m^v9d4yk7$BIrZ{B|E1oT8Fo<Ewu+7%(flbgj>!n}
zXa1#OX&WW5!!oE%#QsqlQ1JJ8mKRvxT5NUYq_FDzh40Cj46GI;WqI%EOx?pv=_9$X
zxMxVe>Lmk?MXtc~%!@eGpQf%6zWiTPp3AW&&odXrsfT8)T*KXIx(s5<3m?9NSqHqA
zxjldoB9ed4yOWCg(0#V_PCpkSE8eHU7jNrD^Swp(X#I9#denO<HqC=4h6PzlJ;|9X
zK3v1y2GZ}EB7&tIv=aU49`Yp3rKYUUu!NO=)oKDR+;o#xUuo$&$FFaNjN~r(9lJpr
z0xw<n?=Hajd3Teqf5*qZNu02~Nw89;XoaG{cW`JZ*bp5^6%vJtxhr|PRqJzBV&xnE
z$FqeHY?%CcR%)5pWNH|bh7%$3(399&$nusLfVtUla&>w8HfK7gZ%Cn=R4UssA7Jg|
zcRP?mq3Rg)qp%+1-1tP7p&WR7hjn4_d~GU9d3$+?w#(6!s4mF#I8)`K$JMH!{>hOq
zT3PTf!+~tV#;3$P86`>yyD3rD?{be1k&4d(Zwxr%+gv0`Ee<*<3{&48YFk&{XyC>t
z9O(Q%jMPnmCLD0>4+;XMKWfIpZxcfpA2duabD4NW;-UghEKxtqH4pTNS1s?q$nEcU
zem7fF@!RH?x5Z~q_IyzWa)dEhoqrjvtlowfJJ%nqB)CE~zCgFxa>Y1Bg2bt@aP>TX
zmI*3)4J~PE9+j}L+n_Q@=u`*LI(V^Xg9D+;@Xrnm*!%4~8!Z}#jD>7GXwU<B&Ce8w
zSMi^zmFcM!H2+yYgnw~*PX-7fv)tglKx#EHd!=pU1Skfginp!^gau*0AWOyA?|^}u
zA*TT;c%9*9P>!tB{co_u3nMaaPSWv39>ZPt=DP{75MnT=kZ(=nJ_l^`@mW3m@+dQ*
z|LdKVa>CCwoGy?LkK^Htd}%!tE3@-2`6Y))YMSio!43L<4X#c*6+n}bfr??L)Rv0r
z@m8a6y-3cmB13!6;z6_s<ilvImmmU^hscu&?mP-d{h4AB0;FLf)G+!>pFvvHh|7e}
zi;LY+3*ds`UZ1hLr%6x?9YiJnC`|tzM5W&0XjfZaKG9u1amO0;@;W-Xq{tXaWwYVh
zSH|b@8?B7Ys%u=3f`(=CtzD#w99N4`{AHxGN!S@eUaVkGh19r=!h_ap?x}lvWM9%9
zL6S^J*1wKQp{Sa1Q&ic5nwD=?uN5^d#U=xlIqQaIU5k$Pqjo!|8vDF1%wP<^5Zt@o
zc9locs_;56I(hR_#0Sd`r?OGugXU&&!!8KzI5q)+Ca*V#J;VA4S;@=X3Q2^LOdGg;
zdqAX@NLb{AhFM*uD8r!u`5s`iHUzbm!IyxfKo$UB0R;g#@!@i3H3h)#i|DB};_VEp
z!XTePLK`a6{Cq5T#3dOOhy#c?Q^LYzmsR{xM1GctC~=?Az=D!hI$0Q6eowzNm%)Ya
z|2OEcbQz6#&&}XDw<R#ZR=q&@QoW?%wKdYe+QSu<bd%JQDGK-j{_X>XSY<3u4OI`Q
z060Kb1lcNDemI%|R{F(w$Zcco1xiC6@>%GPS58HYY1CW6^!MAS<}t+T0vgRzfW}+^
zH1gTB(8IR>JXtW2NHzRIZpWj22n8DWugxmjT%JJgtg+3I-Q8sXFzj{1<RdNkn&~Ew
zr2Db!j=5UjG4_pYGy4y@L9?c6|GEB7iz!CuIrCq&%gT=ycE1pu@Lfav^3BLOu^*&C
zj)_2+6sbi-Z167?7SZDHjKM$y4$b}$h63M0e#xIyUIBqlvzv#~4o~|We(Gp<@`_RW
z9%TM%lHH>0L$qrmvBw)~g-LMO`qi8-Gs;&G$U>ptud5jUwQ~D)fq*LRBjBKMU_|Rt
zTw@Rj0tO^L`lC{MO<f}LgbvvM-i|=t>tluveh(`pQl{D$kz&GD)d)Nq<&YRJvV|B1
zP&|*zQh@~f(kF%`s)eQKuauA9LEGk6VaGq&k3R+Z<+mjdOClnu$?oZ>$kqp}!phf`
z53U}E|FQWyY~tfIm6c!U_AV(?G1nmEok=TJj#WU&@lNG&4G=JymE@YE&9yDi=#e-6
z_pv?Uue|71B{p^TT=#}UslvGq>e_bZ%7(R*9H<}t?Z%6`hY736!!-1@TM;I{8{>w}
z|NN=AzMg~Q3&cRhmcI=><qyXa6242`G#Ii=rZ<d9k23gh^Atr`bFf?Y9Wgxff5w*Z
z55M&^W=I%uza!~mq6?Sqe?XI_pO&I6_q9JX>f+}^VnK7NwPlK&er8(T9?)qtNXA-F
z-|ivgUo<2WC=X>ks_No2rIl`Pm6$jVAx?X9*9y$<)9c<MKN5-G_!@c99rZ+L&M#@_
z)n@7<)7-xf;rRB)2tI|N9Q`3yZXdUov}x{|>HS6K8{6@vw_$mF30Q1(APR6A5_X%N
zUh)@cjuOJWmUC%q8cW|diQzF~@~!(TFn095X#VbXOmcYqlY;%yjnC5X<}6<oY(9yM
zHcTu6kyir53drG#;DGFo>)|5%J?xcVuwub1C@>90t16mI5Uc@TZp9$^T{T>p9C)DJ
z(KOfIYU%;q&Rx$N=u&3v6-lw%Dv|A}rq^FSwo`p-+PDlO^t?KETCG0NdZPdo1H0)u
zBZ!xS3Eu!n&aca=QF+zCw>UwnlQWmj_IS*oFY535`E6tgv)9SvtH1xra!SyPiI-j9
zcIGe%4|TR?JVZDBK>W3-Ik@^Z_6q%~BauM)b5P#=i5eqs^gO5`hP{23&cFQ8HD1o{
zS3+P6S{Y19%@g^6hab!%2u=(RbG{OD`$5?FC$j6xV7r41a&}j0GKTO*EET<q@ejuC
z_|VT@P&$Y(uXPUNV|l1a&Tcs6PzJPxQV-+QovmYCy<bHpTzMBdeT~5xGPE`d$2SBz
zefZCLqlx1&hBB;zg0B$*`=Hx!<V7GJ1j1)GOHkzC)xXKa#zI44-Co{OYP22DTALD|
z&@%Nz`<3B9d+0A?s%0Me(}N44_ETk(H(9ht-E$u{{=U<sipLJ~Q<Fak3+sC<*cyy#
znbD+Z&7r`)!l`(Y*l7RkFX_CKuyN@+Zc6r;SG?NQLZWW&=}oHzj-r6f$3B$?-adlb
z7s2#tmcF@E!N~-p^5)XY@)r&>t2>zLoi`J;U*8S@2dx{6h%_*K^4#!=0UB^CXX7w;
z{;NcLpL53;-h_s^Yrub8gBXZ%6^FhLTIxFy04!FU_Ode`%Z|Fk_$I*BThtTmRLVN8
zJauO(AA9c$e7tz^ZT6146+ITxsFPI3VI<E1=;D@+Kbyx*y~;uzYxAA+S;6X;ZyYZ3
ztAdr`#hy~;dvfkSzivFS>bXRZV$__XF;iC8cf6en<Dp?)&WAzdR1}}YR%vFf*a=9t
z_1s)Om}pdhuj6*bk}|xr+3U?>&u~0|Cns$c!w4n$%lNmF2t~wE#Zd*KS?r=G;%&2K
zCaI6^r?MC|4-;5Z*&NU-!Vy+pN02q5+Zq9}XGs|IcMstCPrW9rb*-QfO;kYlqF_wi
zYNWq6zy`pd`(jd3^krm*72x;XjnD_g@vL+E*N2xKZk_?+hn>swKW#6gKlttfsPiNU
z=8N1JyGvB5X@M?6?#{!C&nn}vN7VP52MKDRW7saE$1K-}1^}rbzu#YJGrE@!A}Noa
z3_9gnL_e(0jPz`ln7q8h@dq;&=C|%+YmRFGl7?_B<fC8UR0IS$^q+}Kn?*-cxnbZO
zGM52k{g02j1bU>)oKwKJ<r?4?nxNb-HO7T_R`2@FcNKZ^!hgg*$}^yB=}&)=hncpJ
zR>T=A+qUqZsno}gAAi%?{#8hP4qtne$EnUS(Vlme0Nl%9Kmu0_X+Xw|C9^ZkR31l{
zej<u4TBohiCvB@qJ!)muB4H;AQZD{28cV-(Z+jvYeR}ID@pVyr5Na?zSZz@w>lIN&
zs^?8_!MUiSC*9Htg`L)^%JJl8AyJaim?LP6Q`OA|1_0G1>k(wZ-cpvP0t)u6M>By_
zZ`&G>U!C>lO?}*of54C_3YZDn`w{%}b5z$DZdu=hs%G0rC8}lh1V8fq4P>T-@2xDu
zynTxdg<BAVQi{Bhi7_iRL#lA~qy7M?@iZE1+86(Z?Wm!qgy5I7@2a%&^j=)q8{b5P
ztF}^i^6)HTluJb!E`;_+XC#zF<?Xm$Hl_(LTz&g)NA4wwZN0x-eDQH1kNPHgr!UE1
z<kP>m-+mF_^#5Za>?<5Xq!veR2|fMDQYy%&qHEGTBJ*gg#lW=26o_uc7kcfh_TSS_
zGXBvpKudyOopvebi~oGc`#?h>12Iuy_N%O}Ovh*coobD<uDDQP#LEMdmu`i1FYqI;
zhWU%82ar2|grBgO;29&l<8M~z)+KEFDHb$-r+57nz3TC`S5*kr`t;t_g$J^$bjgMh
zZ={wo$6ifVeKjDA7M*@?fOd4%Drny9<_^d`-mFWpQ;ef#?oewkOzlFCABR)5n%sDm
zXk``C@8h-jtvzr0KueIp?m!?qHLZV%P`rRFeDCAU?YutId7iH(w<aT3^t@o}$AYY;
zg?__Q{mbMBiV{7RjK9mJkF+1tMLJ$pr;W9?l#Ho@f5(@s=?~Q=2xZjTmj6mGC-+iR
zbqsoONy|25{9rBW;4AL6wxXHT@VBqLzYZ7+{jAYLTD_5rdEU_IhgagWYo@P#<?{Ie
zgG+~3-~IAf-hP0s8&CZ`=twU1xd1ed`p-i-O;%GtDoH+E(x)KPI>O%aM{cibPf+QP
zwyafW%KWPan9%|@Dw6UZ)!*{u+vF->fYtm%Pm?Id!k6=nMvbCXScHZpr<k9KHjk&4
z-oW8z+<_}-+>N|xF*S*x_Joz+fJrAez~2m2JQel0Bk9|BrkQs7MBmpZdAH?7jl3#O
zkpr_?N_{LncD;M-<Le~~yC+3Vqw^~K9-UcQMp21j8M+I_6Wv_$1ZZ}N$q{7Q!{%42
zrGnJsVymrC$M?Hw+D>$6<R$1?S3wjrAS|CG#&6qBK2a&XQQ=+oyvb5)5BfLaqhmH-
z$QXkjv=tlzjxFO=&y#IuQP=BM0kV$D@92Y}W|U=4-Blo)N%oKMr{Eo~w%x8E&R1Z_
z4ONv^WiEdGGCuZTCx}MqBGpwkbtN+Iab__66erlFprl|yH|H+7yNAj$CC3YxmKs)v
zCkXa21t4g#dI9j0+s7?ZV!_V$l@12VTzK#4?{|e#p?c#&4u1A8ewgqdQXIa1Y)U<Q
zXE|WO<cLt6g=#qsx$+($mZwG|{enlXs0!Mv4AaLM>rFByS}}-0ZlGQFAvMNdSe%L2
zK-jX~eiIWlDaJS$h5Yak+%YA<w*j1BB76Zf+sj)2U_2}07DZWuUV~uzI7{Eu4bkZo
zqlOY!{Rdr%lfaKvJC3up^|k{|nU^4%p6-Wt?sQ@i&zVSK76#;0HU&R8?`e1Lt976^
zK3)zdyr2S@$8Wc@_*lWJ@O@w6GuxT6#9#q{q~BKXE2uv(cah|W1BLuawMa$Ladq)&
zwdD=_V2f)XN`Np58R8g7^ZaKk0<;~6%h1F+`o3RmUF^Wf>A%kepkYEg7-Nb>Fh6|v
zq*{TU1*|?L#J5xO$rDUPaR=%eaximU6%MC5z_t!PjA#SU%FoyFxMIoHDxIA)3&iDh
zbqMpv%aDP`#P#ie(F0E|m#2>h`Uk*Ni$)Y^<5*Q_bF<&^Pa$nogYUNPSS7#;p=8_6
zfhyatjnLK%D<-b}y-AHQCywQ6&ndvy*i;D%KhwUV{u9=(2jKqC%Vlxi_23#xR`Oz^
z>wEMk9lA$U%&27U0DqhPF8jGQo-o8a6$1HkTc0!F*s|Js(>OHY7k&(DK}fX~tKxIg
zx<CS?!Txi=swcO{=rKb{5~KT*bN1I8X1140`<fZp&hmwWrJYaoy~OBcxAB0(l41)t
z6(FR@wn6wW2G2%ckf!noWH@VZIb_h!8^t{i#BUf7k*IGSfH;#}j>FW(?)5S@iYxAK
z0xb;tP8~2`{wKu!8b;KMvtiH_RrlTVdyelZa^$(ih_};<tAUBt{rk=K6OE157m2BN
zZ?4>Y@Sg6-Yx(9q0h^m;f_^$T7uxk&0pkH!M@fJLg~SqryAUxi=;lG*QQ?@lGCc|>
z#(NE;x+I>vMDqHf@xZpX-#eB%``+|Xox+tA7eGr!{T2#l@*C3~_khxkfZRX~))Q<%
zbL^#VqzAdTYO91-`+p3N`b&F_9lCT@Ubm1<f05n%umnORZ`I}RW%|T#&EzUv)*vX%
zsIBow^J*NMoM4MLf<i<hw@Y0ZqOq?gC3>wZqP10+2xZ<6{x2yP7+j>sE&Q0xwf`Be
zwuG%B;Ktki@!$_I<2z*c_yl%ukph1?`98!pncszid5CbbCzWeVe~eSiOh2nE<9P)x
zL4C~Y3Od0k*A~d)PY?yq^Bcz*Z<YRpqgp<BdhSyOoZMZ6H2`(-qPo!gt;)VsUum-u
zuM+H?D_$!S<!^(#ZmgId$&bA>f61}f$>-<soMAwMLdJCK=)n?97Tb8(nqGMW|D}AO
zJM^n(XTr>v%Dki3bA`uuv~}-Z+fWJ{RSqdwsWa%667mK}xOy@@Hwo=eva4D<9B!=o
zwHluf79l{|s{8%*-LFfJH!0FPu8yq;h^pUzNBvADtrmv6Mth&4(vFimY4JP?A1~Nz
zx$-fhQj=Vy`VIBax>`lyL&Lw_RPP6YK`^}t<jGJj-Fri!=J=P3HE*MM*EK~fLf-~d
zGBRVVZM8avMKM(ZzSU)Nizb|o?@YgQo^1s_8)MnS6);x#@gCjVWlmnWKH;DD#F!2e
zsc}QlL!$RP<pzUBcWYLEQNz%LI$YM9TUY#FspQ;0`h%v~h~Eg!`H!jc%WMK%uNQA0
zlK&)6v_4621sA~Q8G=}8fu8FrK`o5Sl8PEn#+E+*OF)^IA|h5iL|HD{T+@94Hf~pN
z745o5ETJbT|74Zu735i7R{bg0Qbs-7ZhLl35UHtL_#Q0E{t*?!b`&QigqWw$(VO=r
ze;OvECiM{8bKl_z!eS*qw(tZE$odsNWgfh9-I)g)>ROSX%BTP7bF~lCZptZy-p~+7
zYFh*-)Fq^Uh}C#i$5{3!TO=&(#r@SYj)i#zfn1jxL!~MnbH3i`f5{b1n|OcgF08ng
zmFQ#<o*~*GP*mv_LX0Bz!ON~Y$QVe$c5oitPeUg)s1zEe2{mJ#1&5FUF-eLyz19u7
zS|y(~g5AFURiYOTe{doAf;Vpk(<auX3Z-VcZ9_@@lr!>kDIoC_AS<QVXBg;X(4l(Q
zD4DPnOzo=MF{aQV9hw|Qm3yO}$VZ@X8So#hDp$~7C+v6?^4(86W_RQ&kNFL-i;d8g
zn0Q8~wBUt4EHn_rJ`dsrIC|9<NRFPH;Byv+M+0o*(MaG6S?qsj$o{OI91&J>46@;C
zm!WM-jxxJO-Db}t3Df;xH=@Sg9wxW5+03XjNTMRm<3Ft4pdV{^SYT!8xwmz2UG)YF
zHJUQbia~}1FMhX$VE4+dXSx;3O==NUj^|(-d%^EdB<JvHM^NP_BTgfE1!KGs_nE?0
zscl1nkWW|9K~P557k}!TtR4Bk^36D^cI_w2e)^wT?n5YpP~Uio)^T`{20RRf<OA%T
zZJ#B`ReM|bXrN(rT5zbhB56H#67Z_p7J+o%Nu_VfxfgtW1c$Pnn<Ci~?w<WBJO;w5
z|7F7ywHy1W5XVx*o-mV_#06D{8T{(xk&ZMS`kRIGcZ=8GEu4z#|Cyp{FX7tCoFAy#
zXPQ<oD3#%++>F1JxSjn0pZ62@5b=rJQ21;b2M!sqpWBfW9nFZUlL7{N{S|!@>A$y(
zJJXGlq!vHOm5fIyNuI<5ZIrys(a}*J1<-jli3QY`!~Lvd*dm2KqTsY)`lwoR65A`H
z@6q<0%Om1K)>#ti#Pwt@TI6y~{4>xw;MUqkP}50^5LAuN>KP4zY=BLeC`MYDm;mO)
zpxin4+i>scZTEVknxp}3|KH%xCCccBz6*p!XGAz+dfOR9aBZx=LTFoI+=u8S$)$+^
zmT4ete{v%h;`E|XET1&^Y7LNqfX%Y|Z6U8I(Ca=@&J#-q+({nI60=8}-UC}#8(pBM
z@IRPY8ES%<T`Qz*Zy*YcVcYjPSZJl1;JxnCWSn{qn2Gi3ke8ThETWg8QRxAp&Gwsa
z<hxle$NGt}cfYpw^G}1<%r>9g8x`jMky`vS{aX=d(RcPjg+YCqHMaWHd4i4EYlGJZ
z=*6HJyw6nJ!H{vK;Ek?m<XJj<!0Pzx;EbxgvWUBQP+VY(xERWX$OA4B|Hqh3=ORqX
zZnOxayoL%S1~0-`4)X717x}-KC3YG`xFWZ)LGAx^3+YGY;w4G&L_SUX;Iaq!+rF>2
zK8wG-w#QQ{L6L5ua!9Mg9!Avyv0k?cM0Q04y$oCFSnOu@5iid(U4&k7<kcXkrQ<<@
zC@_({?XLJa#XjJ>UpCUlLabXLf_yltiaW<J??dM(;r4kzBL%zF5hz{3t;*X(Q5FJ{
zOaRGxFAxQ_Gq92Tn7%;K@)$0cs~IQ!BeJ=Pj6hjGU2eHKaJ*&uelBzAW4dmEBH<{*
z>@U~9>5p^B@@Y#2E25}G`ce0Tm*Q>R`_;wIPsX0cQr~Kvwz6gaZfYdLI)Ems-O{Id
zVr^8HFYIw$SiaC7X6AYE_-CVlLv3QzueK^;*B7C}vj35EmT^r!ZWkv88@VA!>jn}^
zi!{n;P*Q17q(i!-I|T%hlny1NyStH+mTn{+U1NLh-~V~XOUCDB*L|JqobSm?HE}b4
zfR(kAtE1b=P<ZkxhGK*<Q>iyaz}oZZ;2j}<rix`2M6Y1^7krPZ;{JC_ZGVj<&IcSk
z-ABYJ=AQY@M8A^!2UM>E_hLF6pY2ki=Z!N&GPys!-WOdeEW6e=Xjk|yk(E1gOga(e
zGNCQ_hFv<<f9Y?HvqgRUU#0(+oiyg*zKu64di6q2p!`MT9Gd*Ydp1C4bPU^8FtF!P
zIC;CUz}GUq7M}kVbK&Po%fm>>ZGn$V7WYbq9?5HmTm_Q>F%}Og92-176D9$IPP7at
zUFJFB435C<?DLvbmgxEFF&#wBcyB$F1OYQqczB)i2)nwxueKBY)@$51GI<QL7|x?H
zt1eOrmbwcvV&DQEdl_bGO6u4kh8$M@P)X3I1S5<TA9S1Dn{MX^*^qRl^CO9K25v$u
z&d!Pb9heQi`dcQ=j49+I^oFYFZUQT3@5a&^rc`f)r36cqS`Ez@xb`fDO{!j!n8{~-
zt$L>N=*BumKGRA6wXDz1S23`t-a$r*i{=K#<|jyC;?G@o%_!>DDJ-A7m3&~N^opf`
za4owV&o#^uayoPtv(@ZZV_Mb=XE|NXL$A`VEx;f_fP+-3ND{&gxqGQ}Jd7OoBbH6G
zlg~&-m47}YH3muZ@k?>ZrX=qZkWdiQ@Ii2?bNOhWm~fKIE6w3Z+Y*0Cq-TqOFp+gq
zf%c^#Pr-jhD~O=<U1?!gnjkq>CB7zB7CV>6O`=pxBws0ZI_6|vB9y5^C=x55P?<+1
zgmwMsgfUo4R2;|@h71CC1nHbE^+E*I5If06;xNb|;L8a<0|j}c15BK<PR&a${{0*a
z2oT(0><>JXM`vqv@y3kVc{f%YrzR}MHOpiu6SPxGTlp58%j#{D|J@+}Ntj(9{hVu5
zbdZ}D#<|G)6>78aF}89tfenke)3cI;{2;)k?y{g}tE9$C!sGy_yey*R$;%lupa9Y0
z^y96`BEG_-sl(QLkUb~vY{Zw_G|4n}KmXKhjVB$dh<~j6w>(+xkCpWNqiEhMauvQe
zG`KfZv`37BPHJrdsX}ENOpecr*>&3!T5BoBlp;2wi0h`G*TK^y;WjZsGu*X6(0kdj
z>U7}SQGRvn$j+_)fR_P}Bze%Gi37<a7<VxOI0Ne*TANg#Lb(mm_>W-83mr(trey+5
z&ao<-1tEa<8xPd=CeR49e)!}h^!UiOoib2F=%)Ah_rDC<Tg+f3uUZUtb?OSLre+0N
zr`d#<E=wbLxG|a6;D(N?c-KHDdcYcB55uDB4R$bow`k;%A$ofm2-%lFK+;`Ms5a)~
zzx6DD%(78h-QEr)QW8#p3=+VbUkl&aZgaN?>xHu|zi0He^gBEJ6DM2{ZkR>uVP5iY
z&2g+XuuR++FdyU<A9~UBz~{?8-osYxZ2}+Z3tA@a%>VbS#iT#reD=c+R7ZEqj^z;v
zUm(Vw8(*yn0*+s!hu@_x{+GH`w%G#XBBT8p_%42TT`5SP0`>HdfcKAWxP(~W4U`A7
zc0b}ZAJ)+lh9>;ZO|QMMKUO=HA@Zgg=Qw;mvNClj?&k?65`PJNQFHi*Xouz;(Ak9V
zAMy^ZBqlGWMmR*uM=?{V2am%LG_MYR2TT(<DmI0Myx=3qxe8BF!ZJ~Vu`vE?@O=7v
zc8wb-Me`2Hf4W~V5Yqje_5*J%4;>)n^7->~e`4krn7|d`dN#bp$>V|e<zARG(ZPm-
zN7?$Al>j}3{6A|CdQU=TP|#{Pq#LS^LL@LH!DDy&DG7*l?<GN_*iYxa*0f1&$}p?S
zqw#e=J(i*z_eWp?Rfr{w0;H1Q^1BGhd<4C@a@ZA^p7?8AIr&4^fmp$7z+8}RPAD`J
zq<#;!r$sd54|`EQDzW*S@EEG?P&lN_fx$(DAeg_*eS8<U(~p&tZ=SP`q01aH-+!hz
zGs!vQKRy@i*<sZ)AKxIjV^U<{Ib$_rQ^66|Or>c)bFOU=2x5{Yrb(mx@Z#C|^~)hM
zDpc?n@G%Y(zj~l<-k%z>lq?xcAiKCT{Ez7Ipe?`2ukwUXSx1TKOU$<4{3ZlA;=gG&
zN$Dqhc&^Cm%sD*8X0JzFz8(Mheb(N?f-IJi1shN$^`NrUsUm60u;c3&mEi4fulAkZ
z)DHuzNRLhH!o^#YjH<W055uD>n+=Amo*NJqU*w#HX^MeO`Z-8ILDU&DvHt2&I&EaU
z?5Q4|WG-Yife-J`R8tptp6Fd_FPAo{eH%M75q*~{Vquk8RR7!h$I1LVg`RIyg1w>>
zl&?`F)n3}8zLECA>F-{OnX=GXv`c!?;O_+63NmLH6g4zY==JqxeAV1C&MY3MOP39|
z;TEDd;A2ph^<d8%Z4e~ae5kh$?OG%FC9%2{LEB>d6(Aov_H>}}zds!KYp&GAgpwe2
zWivG?3Y?)MzUNsp8gR)4=xB2H%SwChe<x16lx{-#2ksg$nk4GqN!neOf08uoL8?QH
zH@{LwQPgnYewW%uN?tHgM6qvtY5~!a<4CWv%-B_Im`so#Z5&*IL5A|`-OyJZ@n+B6
zf*e2mO^JLAm|;!L+_K5hGAl{;a)U~fn_N3xMF!Q%X*bEUNQWn@_HuS)wU$tuGd<p;
z=Lrfneq=gBqnvW7S9hOon=RwCML%D^dr@9W_Hvs4>SC!*{Cg9!)Mr8bZ7n{}69^3&
zMocITXlPcu(=m<qr@d1P-WP|7zp3#$e^u*_gfWmj!CecMjA;LQRyl%1)bA{w1P4h@
zs(c+a8Pu-;(vvWfPO1<yCh0h|`gch>$%rna8bw`%en|<7<l7L<aD;Wl9CcDKqDzWH
zRJM-rk-^+*6P`RC`N!ZkS?kC8^mVoxkPv(ZT<DrfU9M4z5h+CDi`-z>=FdD9DneAn
z%Wna2Ngzug$pwyH3wQkLTE0u5K8P&zg{U>)1`7%8<`W}AMqfF7u?|b+Hom}DqE9%X
zR}~93w1G8{tElT6W3*48CcKY&Pu%u=U+~I7prVj^Vp%aXe#oE6WB)a)qv$6uKca#A
zTL;eED%=E6IFfXiV`Mv*(YaN*U-wkfp!R=e8cZ!0j$SMcBT0k(3(Haq%S<qVZ;fan
zvUKX<MUnU#TerAK<pc^mDJoDlq@k~{D5bPCy|_Hpp-}Jn8~2*))ylfC_y-EA?t+<z
z)?pyf!SfREjB8u-uC&@SCRi&sXDfHH*@z)p<_<_rk9@}>SP+2w;Y&cnqBigU@+6Cg
zG!WU-;LdFYz(q`|K#LccLJg5!@pieBCRnG;!E>_Rbdi(t@pL`_7qI!crfMSmyguIS
z>{$9a86WA;?D(kww;d+jP9DCPyTI%4^71V7vra(jLKEDB)sNmCUR<}YG@@d?f2}OO
zzupPf8j$e8-vUzemFVPV8o)ocs3Sb~_-ZXB2u|(q8rTDuusjBUFnufUXzz{|AyG)u
zHnHXMUby`^04hPrEYt$`nKIWJNwjh8yT8bq$9G_E4Dgu(Bx{!b+BE-J@w1V<ZU1ru
zjb*=qtDQaB_kE7L|NFu$x8IHh!}t62#_V5O&-1gYZ>VmZ=2pJdaJeA3goM}=<t`{8
z78TfuY#F?P2KhH27d^cLuER&e66<cNM{4__I%Ctp!%yI)KWTq*{o`C&Y4lh7b@U*-
zzWXytdLz{#_rOY=vhAn-SGg1o(RfN=rkuwPa(PnQH=z!za27lY3*w-20HX;DouwT(
zP{2d^1KG~+Kd=>ss9?Q}jn^9Jz?My;?)Tr${F&IN%KB6!zeb)^9ge&J;$7+L*(8Km
z$)U*a&*)gAh`Ol^&{6&CX8GQ#jFSuWEN|#O_pDX1NPp_$f>?!l_%R!PQKn*vCm3w$
zGHa^{GV_x#Fl2@&h5QaBebsaFk|*d2T&NK7IzAh5(xvW=bAhwXq>mHTM{N2O0c!w;
zhGHNQCQv?Ix-zH_F5NHPdW6H9cVMNdT*bs!G($^;mAw3tYofX7q5R8{SH9h(Ta1Yh
z-$$-KkyR!Fmu2ZQ%Y%u0DxWiW2rR^afH_#aSo-hSw7L~RSzdREk}W+mEv?Z)HaW&l
z-ZGQ;aMkcuKWn!=)A0Hf`nF~w)9%{gSAOc&kB231mcZ9Wp`HJ<Euxsh7ez;s2Zf2%
z)lxEnBI}7w%eQtVtw#Izlu(B*z&~uS;|uWb)0ttmM}GS(dRaRA_vpBO?Ki0ZLUYZ$
zsfsCC^;cw-n2zl4Lr<4a{FsD!YAPqd$9iVDzedWDkJToVx&NLv*Cp5{;3U<q{wDKj
z=#H(7>(>v*8}oVvilHLAG1lHU|7|7SSwALwc!O-F9yO&^(4_n8R+s7ZemWU=D`pUG
zIwr(^$$<)5>CAI3venPi-M;6<nb+D}JtfE*%-8%d;bwGK?oVUMhtjwvaeA#ivy|!C
zgNJ6t1iOnv_kE|S2ZhGtzG}->(Q5qhJLx)sGHa0?gYo?$*yE3%(_jNgRw4LkeAjzj
zz=K0(BZ;b}>-DBS3zIYEFMrINRf<zgCW!!s#XGlyfsIc!yjeeWoX2o?qk-^Yu%RN{
zWA7ngPD>^JLK=XNqs~b1j?KrAkAyvm1z>>!0Y+}!c-+%3S;N8iH-ED~hQKI9#vmcy
z488MOgDL)ySHG1blk=%){S@T^bYkC>EW(w_@C4c@Fwg71ACDKKJvH+xjgsv0X}u8d
z+*J2;!If*#s3Cu_nG<^gef;yNnj!1qa<RqXe$g^lRbS57c8g9V2*`|sm|u*5Z^<9E
z?pPvVUggh8FiafRV6Pkp6-*#?D}Y-fe(er3+RU9mCV=M7))}~+CQ0JBz@7h|MJA$K
z)Io&A(m}9JMO=nzSdswn-3X{t6R>#|LeXDFqf%BPU%+J6EUSnfM!Yo>V-d>8B-z}w
zkkC9<vmPO;@GiL_;+Kg*FI+<&$qfZaQiXRnl&~;z5N$k*E|;^N`ySL;8;&~0EyKU1
z8gHd$iCzw>I2jyf3DbT60VU!G>rW+HzRswI8}2!|0rQ|Z(J-9taVeiEuzlKz&U(*n
zH`}bv_$wY}E_m?rj@160icJ#!%{<2iUTbFRl8l?s!5vDAd3hh=Y-D`Zn_Zr-95QA5
zTljlaZ5)<lf`R?8R#$+6wcKWIJ$RW`@57?fF|@{jz7v&B1~%Kyd;;GfeJ3-@Yto6M
z7f}@qWN^l$cDN}ZJ7DI}!tS-JBwc3(W`75%*Ph4u^CJfIb^id>z1d}@t*xpmXK3hk
z2efuNzIIweP-{|9>zQC;mxU8xXuTh?JH&4#p$x-T&_F<Rju1zRD-D%iWxK6|&b{mI
z+NjTN3QV{;Fd)D(PRN{FeEe2t^13Xa1c#|9jpw5<x4ZCHw+Dgm4s097{r*Zbtb$Mc
zoyr;svuGlM3LEF%RxiG-#<MAEozi#zakpAK8piNW0fFn(Tz{<Uu(8zEcYF64N|*{K
zuY3ORgD?N$#hz8ajcJBMw0o=QpSu~&%Z14o|Ax=ngcq<FbVoSJ0g0*8-^sl0Ebh-f
zz<l!VS7?9EL=lmd{w;_m`h5pUm^8w#xe3**q%cU(H*M<Q@)4~ztLEpsK?Q>dAz(Wg
zuUquW(c7!rr6@@R#>syx4Gcn}KLaLa^v&os67W5Xd$cuptpmyYyY+jEhFo7y06?Tm
z_51Wp%vsN-LVw?i0SL`Uss?lDpbQCsht=$mbU;fH@Uo9UHgTEs%J@gCQ*GY0v(B%?
zqnY9tcC!PAa<`u)tc7pq2XDlcuhuY%W5Jcn3L6MG3l?QorKa~UesGzcvdhcx8(%4n
z8QyC6ESvWV4wjF#0z4p5anh}cbuYjLhM~Cl+43Ul_7vsQxekrmfWtGc%&br1e>}17
z&zF!8Qu*j}lV>^!=TT|(cRg7OJ+9x8zmFXU-+?=kZ~s|0E&i!k)OXJ>x&UISwhww<
z4h8-t)l4{NoSUt52VzeT!t3mco^U_m<XMc*s((ST!Wc!p(d&1{%7k~@n=kZ9mY}!H
zHNn_l9=MJ%IYK<%L2`!xcOSsadxT+13IKt$EZ6V<W_0SWk;rOc;;Fl_9(zxh3bCGg
ztBAo>6IQNYj=?{r_dRG}`&^!xo?<V09RO3w9G$FUKX=j|lSAWQ;jqEiQ#2^2U}^#G
z5xAipXnl++6JVep_W;2q5qLb~4SKR18haJ0ru^jQ;UH@Xqb}7X-qr9Hkj0Uw?v~M?
za5FA|nQTNT&0hE-q3;o~b3R4aU%ZE}A%Ot98~_KFc%phENIw2imqiFzd}br#hUD<e
zJ*8e~agH+}Rt8+WtUUm``gaTG3GO4qy^jQy2t^z-&U2?G5)H61J9O2F%un%$v{~VR
zy~6e$ztNr63H0fYi)?dvPavHTopk>Tms{X_EFbZBlOsfoApLQ~)7)$u*@Wrxv#~9y
z$ckgN$3?TVntr>e1t{MWqm3op*Y;Bdmq8pOIcR0iMWB0RT4PFyXI+ctc+fj;_}Y7H
zb#ao%sq$vCz~Iq@X0cDzdej~-@|xB68L<!NPriwgI_cQq^T38aadSubX<dxz_h%N1
zOr6LGe$!|nx11{H{&w1u*GaYnyP~Ub&C_CfV|uIsTLo^V|7W$)j5GdOVVaVXDbLjH
zz=KDwA1z%g3<K3D%H1&WT)9>AKX1;d+AP#VmtJqX&JgrHM-7;lXQd%u-lkBGQ|$-&
z(!KEg$XoJSG?~c>x#TPV{s3NHgKur~*Nksb&8KYa`)jtP2O*w)kNfIOEWTGirP_3t
zloh0*G5aRMJZDIjeEc>6I14$iRhEW}3?*_XEmnKDCNt_`{rWkdQ%My&ybAWu=6;xL
z&V<SK&s{GxnAIeCA48=f_$%`#hkWMokAYm34T_lNx^3q^Iw9}v_40<sAt{A`<LTz_
zdU|=xiR;lTDw*q^?k(w|Z}aa7ep-HQn0(5g_{P-`vpa~3BCgX($$+jeY%>yEyXw(@
zj*&kX{K=(PDpt^PE+{uo?`bCJ`!F%)*N4d4@vO%;2?M!<_xqdt*6`>!v`QOd7W%#A
z<BJUfT*()C+_S=nd&D+NIOLd@DsllECy0Ql2mY7#pH|PRfci+v9G2jt!N9FGb96G?
z#L*e|1h-J;rPNw}*ZN2=tHG;R^$E6Jme$5EoeYg})rm{`9MfdDKmOd?ele1O4(`I4
z2n6)Fj>2F7d4md`iR%bt%9LbEScm?_%>h_tP(ChWBRK##A!P`>lp8x4zkd1p^=m0(
z<A=+vf$D^Bh_=XjhZljQKLC84@wB>c&`KSY2*+dZap*O7^fSJ0SC?YF=%(`LJA=D2
z%4HQ!1G)Iqc+7W7Db}KwiL{f(E;xCypNF=rW@ZXT^z!n7K$h?sMm~*gp7B(}wfSZe
zt&!iq&NfqS8+XrFDu#$voa%Q?<V<2eN7c$EPT{tu@O%uRM%L^GnSqE4>6$$DZGHgH
zreCkP`OelWW=<6}=6j!o8nRS&&XsLKhqJk;Li9#&iLIgOU53?-Bn`_LzOUXkSocDk
zb7k=~a`vXw&B|UqW0Y5#8v7-bgmfOp1T1>0PZ>)x+S7l22#uc+t&}gN?m0`7Y6G)i
z0xr^5!Rx@i76&bP$4?jM+*D1iwCKDNe<5kj`kt<JIzr1g$<@NxGGdW4c=d%|1Hwp(
z0%oa>2$6pf(oeiwpPRx1lmALChg)aV0PANWu{Np;tN;@{9}oQE^d(DHaP`5WqH)M_
z4-o2<SlSE@fQRG)i7}YMfnPQ)Ai`r?uEC=$BS?`U;<gj*5L2@85|SseT6BC#l%9pw
z8y22iDjKSjiq}%9A3(0*>-J=4S%qJJ!t=GznvjtwyHj6x^<KJ0>s%p3)gskuuYYTu
zvcqzz^@rE`JhHdt(gnnCB2~a`IW7jWcF8FQ9=pd-N&56cd_Sw@@R(p*pG=4SE23)H
zw^JywpCmWp3RgU^2WfTfn~xY4?mtAyXr4l839GMUMCc$n+&DB^_hRfmv3_Jby}VDY
zV?Y14-OhWXZ0Yd!@-iVAs;%{TW=45xT6ua_Wp-9|c6xY9du&E~Y<hZlT5D`AyY55M
zbCU!aJiOuVtH9QZr#?xC47@AI*RO>>A=iSMhW^M*yM)`&qzd3UUAeLoNu^VSZNxmX
z93am!7oT;y^4W<a;bW|Ui_LySz2$6tjxfcnz10};tlA^7{iQOUjnEF1teM6SY?%M;
z*jl`1A<SsZ*tX<yW&bbETUJUSFvy4ra@7S`JTN!9{R|r!E8h<A2#%L_Gu<siVLct;
zr}%JgQokyZvp*9R@(4eV59|E}?1`YBk}m;Qhs6I8caEnMO}hvPnP9VOzP=l0v%;h3
z>+Qz&MLayGH3xSd%-u5oAK!*nT?~n5TLVgg6@%L6?DwzqN>~jy?|{01km=trXPdwa
zLjMX<>}K@&YIx@?`|W$Wf4-#Z#)bR#|8aL>(*AQ+<PcOrlNZu>YXwW|1WRiKy9BU~
zWcIv(Ww7DTil<HXDYgId!+<Z+I~kp2&D~3v@?J-=7kGXiA~Wn);p~)mYACL`go-vD
zHse+^LNsd6tQ;st|1ZG{JepPYYZqN7KE}sTz_jjHBf_>Ct`@7}>t%aWy)g-(PUAkB
zY{yep!{J%is5ybFaCa6gANpo$m6P%=w$BToahDbxzv<5*;jS%Uu!;HacvebV%Ej>W
z@jqVi@mBx$3z<uw#p~gVO^qKk1_N{Poc$<b<4#FnZjRq&*P);n0TD6^V>hqWWtc2u
z&uG3rXTfKcl202ov&vXa=AdT51V*FZ{Qig}R3$fh(pui56rtj{Q?QxMLeN<SrVmjE
zo9O5WnrKfRHZBzNQi3yQOWc4M<^Z*tfa@838yqe9g5u35ZKhmV36|aaq{GGWpF~zc
zvKkk=OhlO``F6sjy(r-yr=d^b!u~-)h)(&%SA5Wr7n03SRo9cg#29IVjA&0Ns$NG|
z1y}@rN@o>)VlFGi0-Sbu__8SiS8{F0U964&ds7gT%#redJtj^zBw9UMIykldEENY$
zx`e)LetMdH_v%X_o(oC3!qlYaxs`T5M}LxG@*w#X9#P5q+GC=s=T?|NXu>HKr4nE4
zWKyC!ZJ)jzNvDQxC^yBp`Mzug^AWA8qu7<((KlNIZ(g+@^v(mWbyz;RvfVGIZ7qV=
z6Zoo`p`sRTqo02EGrk&~;uA#aKDs|^5HDVW`uht_9z8<en9UxRcVzr?htBli1GmYX
z+TLRW4UStYy;)|bA7f1>Lp^IrqLAH(2w2}^&Cf!m_slK6S!RCd=qqR07gIv&Ouk^c
zQCMsi+i-Ewp{stA$gC)u!co9TAnz-9Z!uL$og}gEpqn_L$zbmpn(L9;i=hj7^mK9C
zcbe6y-+$)Xhotu#HLK#-U6km6yzr~T_<}OJLcvq5XMfH{9Uo;E6bq!~)76MpZsiaJ
zF$E{6_R$p^o@nn9$g3>RMg~EY#h5%}%3f-*na6IdfY$Kx7Jr&-t6G{-v%7iOH8;h&
za}2Vd<Q?iXW!Y?&`zC8paVs>w8OhTnKaX}3YG%>CSK5nAVGx^f>X>hu(3H6WQz_V0
zv54=-73x*(&bTcO=y4K@Jb6WcozBGYw>v(~aG%z8zZ*eC$E6){6zMEKPh%^`ba5zF
zr56`^`klv?TQb{ryfiqjyV2upcQuW`|JPI<vtuXM^-lBoq<SJFc^KWiCU?Px)IJr#
zw-imhLvH+fB90=vUN$X+R^b%15th%hyf|MHr$XiaN}xtAlbhRbG^c7WRZqb-u#!01
zlHjQ-F@gCNp^Af`=?h+s!3F?Z@s2H$ctZC3^MVRkR?TC;`?PA3!8Vt`e#OK%61BP&
z?jiMDuV)j#BD^$B=-*tG+icwf?~ezItq<x<Z?{X+qLiX?2m@z1uh^!v3w}CXc;=>(
z0MFffr&@=VXHBaByqHfi6&0LKB7kSCD4G2azyn=@D~LUkK`5D*uaCD?ei#`2NK;Z0
zN~EH`zbzw2nGK1A57BCiomr$Ao@e6|2pM@37VGHl#X&-dkSKGM=&yi~`LU`VcnCUF
z9+7ZL63GiT_`;xQ_JmGq-(gQp(bHTA6qHvk#}eK83~Rr%6jAidZ|l&1qs7+P)%+<`
zld>S~fgqRgJmu*PRexV;!`j!oR9j-%Y3dQ9nL$<IN;l;pR$?u~-z~p{Gzj`$INpC+
zTg#^xzN2@i&StT<Zg>8Kze+yU%q6U9c_z!^&wyp3)kT^5j$pV#Vx+A;p|_KB0*^uR
zq2ejk`zJx9NL_R=I~tK{xWo|!oa<pKf}NxnFC3?<DHs1<#m|xDWQ~{826k8uT?geo
zcbpbF)jad^BH-!`)E#2O1okwrVgtxj8L-(;AoS!#5}I}aL&=@jiH`bXmXrute%d7J
zj?4mc&p<~*K2kS`Z6H5^)EE5gpNNW1ffGYqQv#x{hr~vab{&~t+vD&_E{rLLNWw!h
zW&Bu3IRh$3gK?N@wu5CZI?4X~HIIT>tAlLguh;sK5XLw|g^}e3t(~2}Rcjzp540_M
z8cjs_ko>0W4`Ocb$$cb-D7o8qp3w>18nfxXI>+i%I^-3*lAe5QQdL_w%sJKqQsG?}
zRnDdOASdRI>Ga}Rd3H|LyB#se{e1*!r3LPLXa)WvB;Oj%gKFV^q0@4aR)-13MP}Re
z&{C%5NM=@qhO4wbrlSXO{bt~Rt(QyP^N%3J`|2M7%B_@?jX(mfg!>PhxD7T2-+5kx
zBb7eX+1kxDR=cgV9i5y6?){9LpZ^qmt^wY+B!7@Ds)^KiFKqB$T<5*Ge}(<StaHIr
zw`pktlb=;U2z>xN_ZQQeC-QhfSliF2CD%6hr%zSBNmJVg0Bn5(VS*`16Xf2Zo?LYq
zovcyC7~7HAhO5>;5SyHFtZQ9+tI*vDB&`kh#{_0GSc^lgfj0(I!2=)D`v=Td;rV-s
z+w;>iVhC6=QJ{!x>*@GNS(w2RS-m&?(b>bc1@|5vkQ7yqjp<=|tb2>-@9P<}WLOXm
z!7;`b3w9w66cI!BP7GYe#$r}CMOusidZ}mU)fRy?B7}tWYd`}tD+1$jxCt-Mx|uwm
z^lx(7-cPe^Z}U7Fs~^K|jfS=_w_epZ{{kTw0baOT{g}TS<vO&$-{riA7YLP|pkqm|
z);2aa;9Q?uoB7Z)2dfN{6n)<C&#p+?y_SU)Kpt5Nf(u-a&o?kDqoAwIO$Oz0C-~ja
z;CJ<jOLPZeOAn54(WrpcaEUPZ4LtUe^U8Qt%Sxpq|M(AfPjjU>o{#V$+rR=rOyG+a
zA%cBx-=F_J7fGzc^KX|^kG#E`;1}<z0^Re$D;acN4gmi=44DEq#{91*1)vLFfBH72
zHtffCuz66xz7qiCwJQY9N7q67NYZwR((CXt1AMzxxb_0H6FfBdNH7Xqoc{sv^bQdY
z{qlk`{#~rEce^ZmBwjb`@aL`Go0jryBTN29R%*_`E1Aa$G$E%^MgkoMa{{W_zHSKA
zkN|-cSIC^eEDCVc<T@F4v*^aLxBTIzaJ*0btXEmWnvNwnW9z(W4mhZ)z~6*L_fOE`
zi4w|PMXoWPLJ$1opAg{PN0H?*cp-5p_knhm4)zGVhaOLQ;^^>mNkPs5i@79x0zKkH
z>fs%~h+tnks4}dGjg=*ghRCb%%3hB1$p-~029SZRh~lt|MjX(rgU$HG4B$Rig9vdZ
zC(L^N#tt&!5JC*{CG0ZeS3E<8^2+`qO8TTK9#ocTk3&GBPn)eCI0T~(m!a%L(xQT^
zky@tD#T;h+vzJHE#Uk2w<yXa&I2CqN%<U<0z;+xUqg#$wO@2wi(9a=X<x(H}m@fpS
z3RWe%FO_v;qDB_m<I4Uo)$+h|lhPuVSlTV5_>-xHg4-(|KQGl0Mt1Y4&4y1`sYj)Z
zQ66tIT+-^_OfA|4iES`GPs7&~)%*y0>8tYKQ4jrYd4GD$ZwqQuxfNzRPQ?$Am(kZ?
z(|aG(e8x<+^^7JYzKQv3n6*AWof2=Uq2VPs*y708v(-LSj-BS3(@W>)92?~;_~64&
z##E-ZWZ3GV$EB^H;U+2ZBIa3!T-l#D;>k5t`hE(NYaV6329u0gyTfh?oJ*6(j~JKs
zQ{Vf(k>Tc_d@;EORH=U98FdklL6NjmDI`+GT>bpOS)3Tt_PAJEY_g@>uI+d$%W{QR
zMB3b^mO0mDT;$7!LyW0DS+72YtE{M-k8m4}3zY+AZ=h=Ddz>DpahBVwp^q~6Uu%iW
z>fPI7{}pmR^e7K!A(9no^4Y}nyV;(shSO8LFXmLy@`BC1pWpf=D&cBd_iiQ*X>77h
z;7&e12&jgE3}0k>eFo=1--xO{e0^N^#0<bUQ}xC7dJ_By?KKci4D!K2RXEHZRkhv@
zT|Ric&<rF?eSrathgVrt@g0$wC64X**E(U}W_K$=fL%S3{i~(doebIlnba#%QbE`c
zd599oNhqhD7#)*TCqH(5h`7Z$F}?+^vJV#O>=vpBARtxgch3Udk|6TCNoJs6nAdGD
z;9R+ZruxIg?ar2oafocK<xGfDoUhkBB?B!7q(byM{6zXZ-$WWoc12V4Mm>S7GanS?
zxQ~GF)~4ffo_{ZUYoj^wmiRCVWe{7}Yc*+`;k<_%cFbv@R5<#}z_YI7=f}xcrZb=V
zge#leIPP)b1>+elPExFBQVh3#7R<B>TN4!#YPy#wmD!kdG`RDuw8VMqY0tYn^MS4U
z-Oc9d_$DWU(`fuazBVxgct1=xS?C|mOWSkKPGokgPQK!&+9CX%ay|QV`dWSJ>SaRb
z^v)Zh^ZCD_-~2laqF8Wou^NPUOnMM!!4VCPxPY33@UnDW6^+m|M~GK<9L+^#9h@a9
zueqARFr0uM*PkxcQg>g{YsLsmkIibWcXVKBo@wPKR7(10H&|tEkTg6T&0n2H7xwho
zQukc&xAB*%&dy)sPnZ5-GA`dSL~3d!6&X+5l_<2bCcjEM*7=7g5m+v6<Y%v{5HM^l
zko>G;<dC!>L#m#n&k2G9U7Ry;m(a<jmf%hQzRWur3i_}LzN^H~>L1_u_CZDv_UsQT
zxbC|u?F@#z%ejozQe%$j^&{pF1isS0H+`F(11m?Z+7xFi#H-8y9u@h#2oET`+<rRj
zr{(VMw$S*BV3ga)TR-PO?lizyA(fopsQ=;96hot{cYd6|7=DiR8PZ|_Uzze6_|2D9
zfK0xQ?TYa?QWFRc=HG&+oB{%K4{|(^Vgru$wC_-RgYMK=Ki48W-R~m!+}mq+|Ngt$
zT70s~N?DVpTDONN8E>)4IKzG0_uV#PwMicg)N1X%e|t*&U%Vk4SBEC*m^KAS&R0kK
zr$ou^FqoVkhlS>c^=|iVnN7a>=~<g+-pbkdXR>ZGZ8`W6X_#a{kP!<17<%iw8w?B(
z^4kSbJSQS9+43&nkhA{A{nwA9ZKWP0ixH5Pa|Q)@cm7r5$Kb~BO+dpYdyvsJ?R{DZ
zwx;Fu13#Nr#duPXo=3n8B?kEz`(!fx7r9umSM~+phah0$)u^E3<~xF~0SI1NPJd%a
z&x!z~2l?*{aZmfv5oUiG(|!a;|GVqP`a14ny*;k6EzVn5|8ovl1on1ba1P6~1>U}1
z?_68?cZfY7J<4*hzl#Ifr{3z_?OJW!2LEulq;8x4hBa}yh(F)$=ZuGU-1RIDEIgBO
zP$q99{&!#94It4dUj!OMXT8PCFFTvcg8gx*fNSmTMle+I!uaZbClZF1M0W#w^V0`d
zoUL%VH-1+mUsvH0M(A!ZULXL}3TE|aMugL_+*Xj9qPipTkU)*cTKM2t<0;UI7(L1>
zfR>R*LA{Gt;xItTFX;|k!Z6K0{o9@7G~nb}JF=?J^tWQc<S<FlN0H4;pKI&5YihD6
zy`p~<*Q8!J@sIb|W7UBu;UOUhujzxi>+?!9{sZ6rYrq*d`pMtOa$Wk6$r2<zJkAy4
z%1ioLL>wES#V!O#h!Z&x5@;Gl;1SxXQaWA*4uDJQYOxg<A@pexHieVyucTw}L2$As
z)jC}iU7Wi2moF&+aK1}Z9}-Mt5j9=DJ`3(z-zhv3ahe>c+_(D-BOmh3gfSELOghF|
zQB&I_S-k{t63Fmh3bR6id36`yP|G4%(2`TQ3@*nXgweZWGb8=4M9ELu>2Y!H26(U>
z=Wr@06^(Y(l&Cxpk|}?Pk#uGie&Xae%<OlL#<#d~4h{WT$g@z|ec)AnhwGWOVQ+H9
zlNM7Yx>qz-M3zRh*OM~x?$Dy(!qV*GiS!H*SGEc*e6LQM%n-INF=B9gB1lz#bogg)
znkd<};N|?Utcp=w-`21D>ZUIFKlZIvnqSrG<L$i7DoW}yd+r$!L9nQID`QEtaH-?d
zyxr?n`_GhHjV$__%f%pm+H#OnP&-WC?&{shSfz>9m1ZL}IJM}xKzCd5nc@L^3<Kxq
zM^#&N#7mzIE`BFsD7PZ^7O%m-NzZq+Qt=%ggcY1l`3U7F>_nS;>9LO4+lS4#N7i4E
zB_)?vDtprF4W^!1@PBR`E<c#GaXvk@Imln4G0%QuI`*%Al!=L7r&NFZ+3-udJ+u4M
z?o_rVqH=xuNpTZHq`1XmMcl7cRQajr$2W=`o+6V6<Ca$c?1x=6Z0?5CS|jCBs-i3~
z9zblWWrFF82tKt60xp6Ms2^YyI*XFR{pE%NVg!gQrZ4aB#U#)qY9?z<X=&kmSVi~U
zBRk&q(9qzDarAYwGq?71l6pOWeSQoD!b6IZQId*Dl2%XD3p(rB9dW|U0p~ZB9J4v=
z53T!&(}@*7Upc~9B@x6V(m4nL@wFdR;k+y#U-CQ?!6MXp|FSJs7?|*l?D#0icR}Co
zb;4fuXxO~nl*&5|Fy(!f9Oke7hGi8@n(uWL7=KS6v`%HSqcPR}epV;?K~x)jQYA-k
z=M&QvRj_y)v%UE|el^>0n04*s<i~B%P)}s`6mBPy4-tuBIkHtOXVac}*7siLQ}yt3
zb0&T2yFdMTrz2*D>$YjLA991n67`MWbn3cQWr<D9s@W1AgI$Zgv^xWMD!5%|IF-Vr
zLg~)lPhE_Mr4_!<DIgVWZDzAwDH|CQE_n1VKbWNl$U?!=PSXAP+V08rr$1inlrA%s
zw9Eta)z2R>g9&L*^&BQHsijxm9Hr3`eXb_0fc2-0Cm5}q$fz&wqO3=@&eBpBh@R@&
zo`VP8;)Y2&LTP|@L-^t%U44QtVCs{3ph&+8cEL#fX&*m@ww!Z>UVimgKN)1n&Q$rU
z_VPg0tm-w$6T|$ld=goDJ#_{4PLR&L9j7z7Xv`$2G~x!%i$OE{NL>zO#cdW6+d(f5
zT2MKI(*nQ%NXl5^&iSUNkLMB2Wza^zKRUI_ew`!eR7h84SMGLI)y3Z4vXyH?kyBNz
zxzKdoT->OuTZx;Sy{o$&@Pm6zd3}M<yhhsLt_ny}>ibtzXytsW?n?n4A)#Sm*&UPf
zRk%eS4pXiRFku{Qbpt@MHXF_c%-yX<uB`Q5Z^V7^fGl3+3KSpsE(Kg)jB&)WH-)^t
z*I+F?!1_qt0ZneYSMe)Dg%1UF48f(L74`}Rfm)0f8I)fb-2<qWu7-RfSiYspWzzTn
zqZq!2-4uQ6DE37Pd5eRn>ErSlwzfD(4|L%f@^Bb{=(ZT8Fv05US0Ni&?jJEbN6T1%
zPjXd$t3Zs0OB{4C&56Ao+VX$VayAB5@NaiV)i-<lH`d-2>;nZ*z$$e5V;CC#OYMTX
zoe*6icuPm=k7J6$bo~|oj{!o~CiE0Fq>J^1h<{liAwmZD{5@=8BZKsO4z$O|qF_L)
zAF7y-5UG0#jsJ)5_urKG6%ULH-ETNpoD48O&us^zA>_)~99@a)H=yj3`VAdTcNNa7
zUGNfZY<IDL-sm6%WEIv1FV@|~mHwddSHaU*f=Pe%E3i79!`SCm(MMO|4ETpSUh(7p
zbBH@I@E7x=fPd~I+}rc|S-kM;mqBFIMx3IZpI_+8`{DHWpuoRdfXC-0Htq^vIT9&J
z(3OqtxCWObd~3s9C^SRkix%b*(4=wihrc_7+0w9i7RPr%8!*@F@Q}YMJU7skwe0Hi
zrv*rfQD0-j;K5IhkEKX#R`a<GQflyvSaE1kH$JfF0qB-Y6a~;%9EK8t8I|#*P?C*P
zNjQ5*N$}2P43-vzms>q<rqY&;8<q~7Ape9H^OYK01_G0_;b!u^@YrNpy}W|FV7<?+
z>_nwQ$Bej3hW(MuM~B1myEoV0aNT|K4|oa+GLdWV@`JSZ#sxEi7yS(|xRaz&p1tk(
z*ns=*$)mXLPDX6~5wmHuZNJ!lTkO-v_h$F5PgQ&~(tWTmq(&MZ`~QQ(46w6kGT*3>
zY9}-%zvI!FPcF}CaB~>bE_eR4@XLmW3w(C|%0BvU>S^Oa=!rz<o_6E3<t@k0sOlUN
zvEK%_n4w(nmI^%nv&{l8o0We3BeLx`!ha##3CbDtoHDtj?ZwC$0V>uN)8upQGo@Ft
zJ$};2pQ+Dq=54s#U+vm2p49|<Z0nq^^`1b((7#&*xk&`GMkejQ8EQ`-GGy2z_!7FD
z91iIZo`^+md@Z7?^!4H`V_Mky{>C(`_-Lzv%U4^}`thT0l{Ya#m!#~&x}KaWX<}vc
zlR7cnwI%5_V`A?FR8v4Q+v5w9cJ}F82K^R_<TTk1Ojn(qq`36SyFIcGH9zT9UeH?w
z@MAhRI8opzX@afL-T-*+bnWqtRc=mY?UOj=ni|3S8UZ#OX<3`SpF<pLc#jUCYaI`+
zOKib<vSVo4h}(7%;XAM#zw`-|gMdj7@510Lg<Anp@f4RPH-PaKaa1;1T|?`g!Mk@l
z?=&<BK)Ed?4ItI0k_xNG_x|dbC<Oo4DS1^C>HIyHY*p<nDdE|5A6T?Ez^OmWLySPJ
zlP^rlgcQX7_^B`nBD|4emZ_5{q<1IvH)WRDK2YtAmnPcf+v0p-_mFS+v0>W}#_@9w
zy`@xpkve++>NayRTv$E-Vc>KoiZnF$BcAQ6JRmls?hA7l`mRI6DI-0)+^>H|%hq~4
z*>=KW`i;pzc}2p()4Y&$`$3o9HQ4;ZqYCFR#D@H=NKGrIsv3_}*_$36tZIZP_DV@C
zw_l~)$Z$+jVK|wv(w31PWVy{okjS6ljy>ilVDj3c0lvf4VL`BQRs9fVP&=!&(%)5Z
zprqnw2=|=PeeLHq6*x$;FHnUhM&+`=D51aazcIY+fSMV$G>PEhjs`x0A>aZie4^X<
zx^`I+k4WWf@VzW;^m`aKK)=foc09yE<~<+(c|d@N#A;JH<5SMxk?pZp(2frTE8#4t
zfXl<ac8+&Ve=^3*m7j89$sDF#av5VytJc8#F2wlPj&V28y^UOp&9I;7j!AET-uYY)
zhL<Cpw?KllmUs-108hvL14u~Mu+m>tlYnYr*p%X6o|p((dpBjs7(+u1&>&bLMioO%
zEtr`2<7aVG-nop*=ZygPL{aZ(jI#Tzm&2vS`>~Jy|2{fgYP;`PSl((|-U@jy?I}9s
zFRVgLYim7!G+GxuX@kY$dgGuwxWs<JB1Hd63&eqX-c(tOCJxlpcaZd1xHGgE;RMbd
zI)uY|4B=cVGigDGm-*y3Z^9Aqlm{1e4=z}MTD<d`uWt2>Zo+UUOwKc>PsdOlfMx}3
z6OxD<eTO)Z?7~v#)LqV$jG`oIffiAO)7JnG21t+QzvjtSHb~FJK*6uPtnz5zI6CYH
zH*{L<Cx=<~_Jwq2kV$fpB%>sO$#JZL64uFjYb^Q4qv-v8|Mte?m3kqpllLv${Ug@X
z{a=<l6tlCuhFwJ7%myoEBQTe1=JwdrfdBP-SSABav!s3v>DSj*Tm9Wz|1Jbk-Sbm<
zi9}av9+vi3Bi0?zyYlGsCHQWu_>@apC)CjcaQmz6XjPHZzJ~c`titWdFBZe(d;a3g
z`ilVl^`pG5DEtkeZQ~ol)Q?AEa}!^~&!gt~g_SvD-&Odh*k_bkuxq}~L2!%n6;MRJ
z@A4ksZ|<!}Rqd5oS~oNjOOk^%+Jp;HcOst;4WlhQ_gV?o;md&a=(oT7cY_mXDMOJ(
zgZ4M;=vd(%h1^Qa{CwHaPfa~Nm)Ebk-l|iQCf)kT*-w4c;Tv0f)DyV)4yAxki|t5%
zFY?J}HJ>z&g#z(>_lrF@=|ZA}BC1pTekat7R#vrs&j0utJiP(kfM0>+OA@UH9zB`}
zh#qk%tOk@6wsxrFB)%@mMzbqt;2=Yo{n4Lr*Lxw2l_>H}aQB)zOFEorizXz9z=MG_
z1kbNzDA<oymjKw1xmUOO$Y~>{dAQ3yxpbR+oB4%)iVJ0V+W0#mLaj;hVLbKhL;sEq
zsMnpxJrEb$02rc=du%3;2;n<xQN(F7DmuWi3dU~mfmFt87H~qEJ30W8nK7+h>}$VO
z8Sdm~6KxjI&aadRqkxli?}jhP0{EY;_gUU|;BP*-T2*XC5eml%sh`jF26bN2CNbSC
z^0fk}nyF_T`ox;DDFU3zG?<ds$MGE{I0i+=w@11gQCz=i|D;NX^}5Fzgwpw?swj-i
z2sZML{qZqyg@k=3m@j0Re9lyskv!4%<D9xuF@r~KYU=eEdIC%EN~1lyVsLDdCn9=F
z2^p7HiL0rjbp6EGzP#YG<B`_oR^p6kcDau8i(-e-7Pqwb*2`o=w`S+0)b&F-5>fMo
zjn!)fa_Nbg3JVW1xQ2^cb4YySR^~4&*|*^}@9yYMB2DC$B*Hvo?gSEQY4sAmZsESp
z*UWPj44h_d6Yn7$VN_6Vb5Sin<DOJ~Y4&IY`D3(EZWZr3yyWa;Gpa4stv76-__`$j
zHJx#9OBd??^^7{K$w$cSc5o%~6e3gkGt?&O&25Zyeu5UqI}^cYJVG3Upj4W(UUVY=
zBuBE@58u?|*M3R@Ne7xy#A6IaJV?*GO4}!Y>YE1C5~8P7r2c$Q&@!r)H>QAZX(zEJ
zz6-i=`-=Ti@-6kF<<eNh29BP=sG+cGeWO#7gPvLWn=NM|h%q?Pzr*A`3Obd(%l<{q
zWYX|2GJE5^x#il>-<VHRUtL%4jkb>7gK~T{OpPs7O5(e|zA+9{fD9idCwJ3x!XFlb
zvjhGfDJ_JRO#W?{G}nI8xQ1p{9OaEvLSWQ&G#E;Yqo!wPXJ-OK1Bhi`zII|^+&1LH
zQ8J1R+ecPRiX=LA@X&TY4ACIH)`@xH!31CHkLNm=4)OnDOQ;rf!jTQ})z`#GT~otf
zRxcVxa1xm3oIq=6dWO*rlO`Z!?1yhk)4mermH!r9yPv9*4fm}aERP*fI&praG=-L2
zgjha)^pWxhueo5L5b2ZbZ)%aOrO`QWr&50GANU@e8q{uzFrTi0WYTtZGK~#C5q&Z?
zmCDGn%J)3W>60~=N#wImTd&*mo%(6M+?p~RI^3R%f-<shpz#}?k!(Pn`D5kJWZ8qK
zzN<p9ksa&_rj8(5g`8#e-!X_Wni3LW-`cYKnr(ckg68JQ&eR>MZ>~HeF^RO&+ZSCS
z{^}KAR>au*ge+6sKuMhYe3`#cwwjcj&R=1Wdmcg(s{=lkbG`#+IgJehhd2CrF1o?*
zq37HS4(wNffTIQBh==!|J~Zq)1SR$BxQ;;mjq647^|R=o0MikG7SUur1X$*Q83yL}
zzv!I{m7bpE<d8q#LF3=pjgVJc&p9%?tY`RpDh8fH&ePY6_L1Y(kotparmg1?F#P24
zW;7bVhq30NK!RgZ1PK43$i?c(?bt9f`yHyg9$4f%pz7vQ3_T_Mt7jo^Gb0u>Hjk68
z@wIXseT{*J4l^w+9p5_~;D=wNtKns%$_|%a{{H~ca&)|7d3^OD9uAXN)5oSpw|fM?
z;{c<WewE<lL`#Cz+X!LFQ)4!LUNVTREp;yJbET)qfR**z55Y9iJs*Ik5zBiJP?6+W
z{tu?~`NP24!}FTM%bEu`-Z%t-v&$@3;WGFAtZ>neQ;7k%eyfB;04b%35@@J(IICMc
zuxVY&YI!!^$AWkR4G)mC`fqlo{PiQD>S1{tk$IW#y^^(iYxHro`&udouTlWLdor-Y
znfKnTFF?|V3}ga;Vu2tac?_Q)FDzmU`3xxbXsx@c-`~f&;ZyZ&`>)Jn{sDq`Lp3(G
z8H{c4zEV?%UB=)@cVIlRf8m$pSij^&L#ws$te7N!5nVhqYGf3hY*3w5rsm%wc1?@w
zo|tQP=?1!~+9ZlX;Y|(~?n{3kjez-paXrZ6Ui*I6eh1QX?#GES?s<g;9sy;v@wfE%
zlIXSW`}UMZd{m%y3egr?Q~Awcn7<J!_?1M7s$U!N7WfIKLgMzkZ&5hyRE-vkTDq9H
z6lVk~<c*;y{6FqyKQY}j2EVfGxqMoL6wuuhRO=Tri+}f@bwjIxlH<Nz51;4M@Uqy8
z>8X#}nruq1(uhg+WpaK>W>4*NyT*AJ1l-3W2Eq7vIUDev8P-my7pBv!aO9y+HPSN<
z=#2XocMA0p<i3!8${;}ZG$%8#Eg1o7PhJJ{3*DH;;9_w7JQvMGN@NSTQ}B!k{DMdj
zbZbO}__~2KUD8s|qj8cG*0PaQsIA-9itH8q(lDF~VnRSZ#90merm6A$1@2L8&*6y6
z)8SA)S_{n!L&f)9FH$HqVD~yg@W;ROCqsp43!e=)Cf{(}c|ZNcIcyZ+|Ah)PsI>~G
z30Za4TBn1Im_^&Dd|3pAQ>wZWmq*)^I`Glu{UM<Bw}xr<iHpu1zt?PIW$qAotaud^
z_4+Xl@-$!_E3L{s<rx|zIgr5dX@bxUZ+gv;?(&IaZn|)qs+GS|NNqg);Y-$^6Lw&w
z&_U_1+>FDiv9=o9oFa!oswMMRUazWyG<00HmAIE)sbJEr25fUVX#_w1erA2OS1J%i
zRVO=99&;V`Y0+$a_{ZTj7@f<b<~pcw=Rb(7IGNzpiYc|I+p^Na71-jWZWs0IdZk{P
zm7h4XE~9-@5Lv3lVd&@gm2rHQQzdFfz_OZ5W+ahqDH~JXzp~eGGc07rmG@It(p5r4
z`hKx#<n@zio!fY`y!n?B1uIp%fWn97e)cx)N5L3p<UKcfV7)#WS6|PSOssZRx#swx
zhAY~~q@9b{EU$nMS+7i-XzGl}kQ_)+1T_Hsf|nbA%9MB=tP(y{np(fPGb1-sW9S(u
z-b|D*dW;vpGA(=>Z-`KRnZQ3ySm-m-l(8X3e5m;Sd$QKE5doPj<#@*C6o5Wh>O7o(
z#lyz`>ZjgqZTa(8;(|i(UrElLPTI_4`18@zZYrtdov8c8_45XL)JZw8*wXj`vTC8n
zKYz#>esUJ|yr=v%snyBpca|>85R3hc&UPP?&td97igr)U@#LQ4ZC9JoQ%e8BC*={-
zQ>-RVI6!B@MCnV~W9a8k`MPhf+95O&yck}-lE=(MdJxbHpj2M7EC;8hu=#m5MapSZ
z*U3bczQ;{rY@camUzo>pdVC0gmB^w|sJINeqdr*9rb0p38#}UHMCO-_=E*(gf=Rg}
z{z3>9$KN}>Xnb_;Jo_ExGn4?YI){r4b`+78eU}0oOAiLZ$n&pZj<?2C`G*hMz`bv{
zC(AVajNZS7K`Nj0v}8HLA16UV81G7LW<UL0FW)e^9aRwqT4>tC%Es198}2s~-4$LS
zv<`{J)a4J@hOX>;0qJkbFhOqG=ZzE3f75QV#PR`kulsO^<>T>!Bu5U{r}vFz3YykB
zY=WFp*~=_fOyUHz<?Mz9g?085?UhDEt_OGd<<L@V@T$?HTCR{7pH(#e<StXu!`=k;
z6Rx8tMMT~h+;`1xz1hq{^mTc$Pxa6FCL@sJ5u}}9d*X`@e1Sz>JAonyh(;M!&UF|d
zrr4=y%6Pg82_dvzH45J1G$n?l!_)>Q^2-jXpRRan$EI1kXFP&QJ`lm{6og-KzL>Lz
zA_LT4o52$#g{r%93*`(!*be7^q^9vXcvcs-z0{H0cr$yV{Kv{bXV4Stor`VbbE{RZ
z9lR5?9HZ9rcbLvFpN`{@UF!&arq7XN+vL1e9bs>I9$n!M2hWTaVmq$DVw|#hrl@<D
zuBHY5sXmO(#uv1%p569<hyG1gJ3mrWM|VzFe_mf}TJQbJ3N2ivPPx8-rb+zST`NQI
z-9mS;cb*J5uUo<NQTQX7+u*xq-xuDCUd`^!;`Pm9z%utDak!?AOPHOSfnkT9-Xiz+
zx0@Sl3#u?i5G*1;?0Wl3no|Lhsv`~woHGKT_z{PhLiXY>?8ILTF4<SzWwO8`@LRst
zc9Az53^b)0_aI%n{*R@zj%xC8|2Hv0!U58?p-6X^3<L#{?hfftKtdV@(jYC}0@5Yj
z-61L6p@f9MfU$j__viOJXaDdI2X=OLKX<&YD`QxKme)hX^wen=zuzNFX7wF@{~EmU
z{w$b(m=p-40OLQ2b?U!<ZUsl&b*G<Le4(Ho(g+2>!-WSkq`vcVMa&j$O{FSy4#xyE
zNL*hnBbw-*DC4}lE6JvTl5`zUp;6}Nap7+RTfbcbfr%qJw1?Z#-zHB~fbZYGpRUpO
zlbAHvOx*y5%nbO+$M=R;bnE&Z_6OboU-8S?t&5xcXtnEoapW0I2n1S*5%}cqL|nUY
z-)8vvI^MGvpTb+6!Jcb}f7?}o4qiIQ8{-zEZ7!YVf26VSpBo--dEo%(ze`laE70$7
z3zVf0)2)0P{)rNZKxTQxt(q$LNbBcppY;`{yy*t_M);9jdl~eC(_QnCH4?Wp7GSFw
zzqGq|#5ughU52^0KK@^&%z(0+y$A8cgi!<QC8U{Oedeu$?_P9ek=i1av|;wWi}n6P
z5xe}~iKU;5C6R&6eOC~lO?2=-NFJvELtNYdZP=f}j(OpeJ&MYK=jXwS@A<lB4uG}O
zGu2O>eIwasd=Ge&$fSLYecaD4Hnp=LF-g*7#_|cNY}W35XA>;q%=f?ttvQhlDYZXR
zvO?l@j=;kp`s~a8)}946-01dbXID^ptyf;B^W{c)IHdbUFw{Jzh&(R%HE~Z;KRGB3
zGmiNZ5MRnX6Jo~>twG9woI^TYx~ZO`FgrQSPchODE$!h%gwy4V;M4>@sa4Ejrm07l
ziQr_Z0q7&F%LDO{$9kQ!#C%-G*W_O97F6@;=B7CgkMWGZcjw`g2JwJ0n-Te>`A<oh
z&oSI~WFI}@=LvJ&*8lqP%|zBE(b)OTBCyO}{+|9UskjKL%D<gEB{fur7=KzCTSG**
z7<o{~_f2G2EmXB(lkBaC$&>wh-M0B$&*y1IX{R<FehYt#06Zmiz+}81lA@)OEsi~y
zsSf|JIx5@jRbqQn-{1XWtSxa7Zx5Y!iW&<U89pX*ENSiY2aWnMyB7n|UHi?TWoPo;
zugGY%&^I|~Bjk5~xkme)gX@x=HWmN9rc+O^<nNc_W2lq!bMGF`*SaAM4k1H}vGuzt
zw8WQ4A!KWSviQht^PQYHaj9;LY%Zbi9WrD!R;UtrU1Xl_cj=TG@^gfCjok;^1n#hf
z*K!;7f@kghNm8l%rorz9F7-W5wddyFr+|$aPQO-v)LtdmT}4z+oscg*`pUY(goehU
z@M1yw$Sc8m{>^j2lgs$+B+G`TQo53rRk5)qr>9Bxxivcz6w<ex>)UNgsx$sxXlS@^
zduaVw-l7@FFz+J;j_9{X9OY2dG?{ZSA_NP@{Dgbre9+6kqN=R8pt*vLeB=hlRg?FN
za~($)OYeSCU_NSsF_Hp5tH2Wa$?!8#Fr|47tvu0&_2?r4?z|4L_jSJ+lWQdNL3k8l
z^yUfHHuzj$POH6^hL$Q;1s@y!y{h7~kh}%8S~iGjGw%%SUd4jI^HVDRF2{z%mY0%M
z0X+bATveewEZO4jM=@4V>X1IL_Xn`3rhW=CWCc%Fb!PV;=q&25z#Fw^X!9V57#EY*
zBa}RmX*&N+VTJ;V_*t6?li~Hpj9`?GspUq?@35Wv@!a2eQ4B@3nbd8(MGsG1{t(%U
zYP71;q2Ldn11R(Vtt@vh-T%@m+3W2}le=gzaCJf$?4=mG5yhIczX)J{HKV`F&6$&L
zYJD>QU594~=8BRHCSYb!&a|LSlZANpj3ouX_>L)YwCMMigY0sJ_QUXBnT%gU7vRJD
z_v{hJ88R(H+*2naf^?`J4A>@j--!&H>(BfOy?8Gha?q+M|JLVYz0lz4AYvrOFrrMB
z2&&Ib8)02(&aF+}G0pJw7kKT97h7DetDTwfE_T)@mpx#B6ot)Cg`N|lws>svA)bn(
zkX=FV`e)-qdA{v`{QI>i_O_4PNtfbO!|UkOxECCBKk*g0?L5#lbU&|+rvHdXoczRw
z-Hf#UI=p`Q<~Z~m{Mwo7!bw$~<N$bN0b!AYXkJL13?*w(izno>R=C#Sdr(EdWE^oy
z;)Al}KA83IaG&3D2KOun2Ztplek~jQa(CBRJeXiLrmf(UU&1Lk-NrA~EGW?~D(xf2
z?`i)LIXZ{fJO5djkROtd>gz%E!8=1x>ksQWYdJjMWt_fgm5=Nyy}f*=HR~tm$3mM~
z6$fM*)LhG}Gr!DF^%vHw)VA!0g)WHETU30@%*Vo1pr$j)gXZDLHojVDU0Z9NU29!g
zYh7Gx1rr3DT5#83Q-?qvOFkLTcr1w@u<2R)Y?3s>aV_%bMPz2jMAMz&=|9%Lm~iS%
zd=PM+UV!L5^s=nDoN$H9w2KaqMxek4xQr8EzaM;v^X+&_IKsvs`A8eu2xNc%>jIHj
z6cHf<Fbp`<jCw4vrTrpTPY`IyuA7cB1KV02%$hvWM+=NgC;k>q*C<cNzcA-h<n173
z2t+r~_mMR3*Uk+ygy*Nzqmw1xCL3v^+&eE1EG$A7UrfN6wbUb8d}qdl$Oo)bi<R(6
zx(6VmG@QSqq;|h|di^%W4+Cg2(>v!<23ZlaSDie~-P0FfFbf7415O>_@o~3-y>78Y
zVIz&f*YU&g$?f?kN|tq#T_6hp^Q*x^S^UwkA-fh6lx^%K`i0$;avo<6g2g1Q5Mshy
zCIFwKU(4iXI5Ci)*bq1m|Jz8}WxEX~K<52{9ouxSOh_$F_|?~6%wJy|WJc#!Ou;6{
z18Srm*0-78AqI~R9cSghgZF=lKAHV>?pjS+J#sQ}#zs$rP!>Xzkc#MQ?Zt0n9EMR*
zbeqVhBwROl(XLr1?r%`=oSX2!*cmq1|4j{kW4fSvaJ(@hFyr|vBEFO@**8!NP@`oG
zF`KbK3<@N|A;|)U3=l8=TRhsfTZs(HN~g8auT@UY@Do0}{oT<-$Qti1&h#y4Wc42b
zp1$$J8}F;;5Jt65J<ETOc&>xoFwWH3xXJ!efZ8nt)YvvhZrXq=5-d`e9^`7Uyf^6~
zPGu%AJ&>Zp$Fq@PxcET{?d`#oBYq^F^_>HUN3Va6!$m^Q+xr&RZFf)dA|e>D32Bhb
zO+^_*XQh#%^V~LAI3C^ZC#FQjrtBByT(Fk+@Z7uIQWW<O;LbYjs;P-6LC<cl0(&fn
zjZ5Abu%;{TuGG5WrgxW=p`irYPt+)NV%ffqz8s^#T)@GyY0P$GZ2ANHkdnGWHh#wW
zv7o%lEID-i_fEx|=JqZdO{MI5z68M*8^XOHK6mLf)7BLGgSRO7LCph)>8$TT#sMN~
z{4xn|^7GO3R5nj9Z<hz7I5a0-;2%*&m>;t2Ql5$~AY$HX-7P~G`{zj3E^D#^wknMq
z&GT6VQb}4!$TK?1-EU3ot*Hh**A*mwO8ej4$5iYn9Ar?mfnSXEH&p!XV5x;-!*Rl#
za=k=rV(zR+-bW($eT);K(R0IGrl*0&Z+p0I3zC|+K3%&NcX?Dn90;`2xz8|cS**)m
zUAX0xe}6tOC>(7?do&Vi!m^z3YT+C;S`2QV_KMOi9<fNueR6A0f5>e#8oKxG&FU}b
zNZf)6i+ghG0lriL0W5Lkf&Ni_R2pKng81Ttf>c8W1qAiVl=IAI{NaRGY;Awgpwk+X
zYl$8`q7(S)>6OM5)FeeWpoLCmEx0ZK(imp0HH;TH1R+~>iW(_{x3At>YB_2NS^+c?
zp#j==4Oc-Bj<;iPpAL|UZG&Wkz65V<@RX-akeF;9BSU0(srh6;I2&IRwjash0NsH;
zzU<?(8ag(tWSTRlH`J;;n@Fr5a!*1aiQL?kk^3Mys6)9U$LMI()9LlkzgReOrUN&T
zAyjbzLAGa!&V<wo&|jpaZ{#-JZ~|m7oFkK=|AK!~MT8B8hf16=3AUiHqoopvcH@QO
z{}N-tNsuA?(NgmO0}F$@*%Wln_@6xrP!jc?!v#85D7MoxW@>eA#5-l)b1esGhS>uE
zhKP6PAE;B^e9M0rIHXm)=U6KE|6@vz<<|_sk!V7L=|TH%A9UaROzOZ}6B$cR>-vtl
zvO6}jxEJ{l9){)buvD->UzC1?bzM)YahtL&65Gh;zaynkX)pc`JZg=Lg4;9zFs^*U
zgMOIHJbniu&O|<p6|!6I@9K!=_y|53@YBGC%~=%#o;4Ia34E;cX}a2yiJC`-<TEPw
zjFyQM>lQY`%BOb7>O0URhL&-AB(P*}hgG+o;P&1k%aZ(Ynw?_?b9GT<5=dfPI26Em
zKsWJ-Z)L^_NF(`78tu05cDa2yAJ;2C%Q^}V%VBCmFB*3nzF<|gPs{tsbYHDhY>$#p
z9bu=RbrF-*D}0DF?j<0Df*IT|e{dCaZ&y35n0c3}g6g!P$~OfQYQc42A5~Q3g!nMd
z1=y!2ykrpO^#YTciG%>%-9F=j!sIxYje{MZQ~5kt!)0{D$hmoxw6(t-Ir!4;JR4ak
z{c?S~emZWB9vq%N?LX|<Mg08NpOQXOE~vF=TT;a&CGBJHemFC{S+vzt*aHuNcRqA7
zHuwGdV`rw;U~OoWN)~zR^=t?7r^MliC0%81L3LqKW#CWA&d>DX?=sM|XE8)_&;?n*
z5hvTYwA4DkRJS(YIy>Jw=2Tt&%J4Ek?^0H8JE#xL5Cowu8i<n^4w5nc?bN=!=3dzr
z`HZAV9IJ;tqNfp0jwINeyq~WS`g++6a^mGyaanm@^@*hoE`!AV!e?_Qopll@q=4Vg
zN(M(Hmdg0mOJjnz?<-3oO}0Smn0;^UjJmle3=}igCW-j(yl=|!D6pgRswq=4u%o5C
z0o`7EnM${UcJ;rE(-RE{w2tiqZ=7)ZwF%zLFN{;s&2k`X_%2S7B;gQKiZi)`O86H#
z|C2?Zt=-@xFh~l+H;BQrTN6JhFbLG&&{=ha?E?Sl>)VVzJ=}b#W$J<1{pU_|c0k~n
z<Ek5)pY;j-$GlN~0mMc!<)PoE2+x4pSAi9f2Hgv97~x$g?qtTkmf6K-2V^+E$j|zc
zDsd)Z$nJhf!0H%A08mVWAf0OyejW7}dkZtRQJ2xyr^t85S2S#TL~D?vHsMu|N|=AC
zWXmEGBAk5$=B_vYZIpxT)j+MfYy(Vx|D0kgG9a8&@eb^DoeRuLArv80VT9QKeNaUn
z&vN8=jL~~Q7q!2k&k_SM(s`+tomLi<(XuqqL%1CSdUN!q_2R{cftOHvzxA3aqs^P1
zr{e@?3kQ#U*DP`+k3Ug?RuiD(eU;F|eagqJa<WuhutS3VBph?5R0!o@`E2UnGti~6
z?69QEu<VpzkV{bL<pseoeS(xiexC-&P2$;OJm~|fGrg2h7mTl)FG*DKWfAH8bIQG6
zW7OxNB+AU6hk>gVKN7uPFz>o*Db}hN5>x&)vvKW0X`P2iYz3>U@vyY;;r`_*8mB@3
zjFYr=@f)J42PGOKX@;lVV%Bw^sxZZuq#rV(Db2#zXo?Fnnht)XHLMtl&#K9+GyQ#z
zhUU5_;jmIZ3)7VDTe&RtXg!Ib=d5|C8hF)EN9fSr^>t-g_`rA}Uw1L9hO_y*o&GDp
zq}Qv6YSYm$$<KOTJtsZXzBBU>@1MXPD11Ua4;d{DsXI<MlwM^%kSP(dDQ3h@|NA5-
z=8Kp!sz(4`aWA3L$ax!R3a_6lKd64vIHlQ{syNg(^>n|rdCAsSSF)~JQLV!=x&E2y
zBek^LR=?r0L9#jV6g5h6N8JS)8wIM&BwHpL)tj~YIjeL%?Ld85wjh$)r^gjfhO(34
z%Vt}F!DKJR;?4TA%>KLC)0^)<`hzLez4EGnX`MP&cy7M$<dq5zh;&qmFq%*<p#}y~
zxa@~1&aUf1bg$*y;er=ntblICeBf<Y{t3``z*_f8#vplWsm?rJl1Jfhqod0?%Quk)
zEv2OmEzeV&9354jVt}3+>Vbu@f<RVJH@mU$)Mol{8mF4W34_^&+s|~O+KX&usHrf|
z@yr6C7+d)5fE}}I^ci*NtU9hN|CuX7mKTL_jCqFrO$1O({?|suTgmw_(e%8qW}6fs
zN6HPs_$Yh%>N2O;a(v?c`Mugf@TiW#vR;f&4HH>LIjtG^lCzEgtF8vZ7o2GGSy(Q!
z?p^10OR3YH1;3-6<hkp&e3@LsviS^4yW{Q32kNqN<n<e|)9|^d5|_uiaH`<Icr5&{
z!f;tS`nCA#mySkKt{g>8IOy&#hIUlhsz&D2O8*9js89}KM^w(-n|NU_6?bLPU42{Q
z6YfEv9Y_$i;bce3Xx@L;S->c{bq0WqeNgbnkHxNJG)mMdk-*dg6E^Iso1;);k$Mii
z!RB$NIr+K#|A@M<P;dskh-cW9r|zfs$mYcNS34=N(6V3>O`KlsTTCiWJQ^jCDs2r^
zh${sm_ScmW8S?s14}0Hh1m^Ow#FMH&{N7=BB4GDkKgNB<iP-%rhn#7xU4n>Lc(#9X
zH<7`&UBKlRpjvSO_&sTO+~{rws~W;HJs4wgn66)^D9JgF5?0SBiIkZ<?bztDgJbIs
zaY!Y15>bFYCX!F0U69|C?}fL$=bzEle+{?kbeDpnR5s4zs%DuP%@X`R9)7!{zlQe`
z@(Y<>La%*%8zm)0XMQUSv?SY^Mu<+lrYk-w2!gOUI9Tim3-2@l8pVdB+SXF92X`%Z
z-7*=j60&qp77*qq>TwYXLlH?seE6Z$l11anQr*fD(aMq2`d?*W(@yU$!r<Ob3trx-
z>AS}Lpm0K*DvtGY9=I^a)q*##t$Zx0z5+zfp}`pVvW)zi)sIWe=m4C{i@$0i!G{kn
zjepOP-9tohgp)lYIwhf6V4QGJ;xf2am>9HeON@0sgbmb|+mHLadJCwJ?{{F;&Tvm?
z8_)67Vk64k;}Wd55ctXa>Yy+M0;cSGmP=J{_FgrxQ~K)nGAJTgVXUyrfIi^UhqKCb
zIM6JaW*_?V5$uIeu3(>t-pwrfXzI0TrM79Nw#rDxWBQtZm6i!&hNck`oq-<+(0ndn
zWS<xSvfPBMo1_6It{h%n445)3m=wu(MY{CuM`WCCGwH3&2VUI~X(O$z@M>!0nQ#JF
zaKi;*;fNYpKz<5>G`>N?d%$C`)2g7r%|TLp9u#nfetkie852k{$;&cwJ3!wL34^FU
zUS~Mz5TEmI;Pn8##643MsExPFh#68SI7cnp=~=57*?Vh!6U#7D-vh)LexW>S5ePg@
z44@54NIquH=>H<aP=}eG4ADLZs0rV%YH2d41uy`z;1+-outNmv%-;NJ@l4b7euK0A
z5%KvdNx3;vH-i=!PLK#KBw4&KNSnF2>w$S?y+rrOZG&%3KShi`x%Li{2=ZnlLPVR(
zUPoa_pZgL%<V0*R05@nlY1Q?Lot$JJDLxx-`Pt%Ae%$Ztoiv9FQoG_1n)EysHN_59
zHOucaIy~cZqY^i-Dv(O6Ps_x{#A`}yml}w=xOf^9je*mn()W@C-Ax(+xTL=$vFAL0
zCCjn7CxAY`s~BZ}GQfrE*>WQ+{Hf0HgkLO*Nq<C*0AB~RmR7!csh5xLE-$Lsb@1{2
zkTsMAw=PWVprTYSP{JgipefF7bab%peBbbG^tW4|8Z}GnU6U@|K%J<%C~iaUVQNQA
z_P&~Cjot~zN<eLCSKMK_4)r}Cpo<o0dMY?Jp2hJe-H{<M`F^+BsbAdVhgrb+yN}(!
zvPvK2MjODaEWVPg<)k#eZJ9nBxi8PkNHf67-J&uejoz+VMe;}2cYesKkn#9UQTT|l
zQ6NTlyAl=tk0DP7$K1N)o`PBSfyt*PI&*@tSjTVI-$hPvUsfFZ<tF<Xxb-?shv4Z*
zvAyW;kHRTTj)=z5KZFm+@%QRUPe<u3Q<@QKLZp19tw_bxjtkqu=Jf%=$PyNx0?pF3
zV4fr8<pj+hRmSF^r_*4~q15|FV-bwrA?)QaQoa*6qSC^Odf&3-hxyiju@mA=tCX(l
zH+1%byT8+zZdrXeFQXa^(pRLCYOgVGyJHt*1%`g<4L<=*E)ZhnZ@YXe`2H>I98BDB
z6?;|d<^Lm}hqkh`va+IzqnwSGhdYv-B8&jz?b(jkHY5iKM?CPvoP(vf!pN|}7;1S@
zV~?J1ZXrW}W3*gCz$j#7IQyO*u-|r*zQ#^8)zQ(_#7f6MBNFqPxc~!|35qAca<Pfc
zf{FbYGna}eAP8IQV*pT`*ayDM@?5y&_kVT47rAE7#rOy{4-xNz0%ePDcM1;&vqp9g
z@~i2P(}`{riYfbMe-xaR3J?X2ab7+HG3AV>lw0!a=YHRQSmtfaRi(Rvn3@ClRrZug
zOcMpql2{<H!%)t>ZU3Qf{A{3Fk#a<IBFR|V%B1$gyEAv%FZ5JIIN#cf66?N1R$Vwo
znWkfZ-zb8R?RfAU;XKD;f!hwkA__g0bR1W0*=!S9gFK$|!y#$IA)``u2KdNGe(;~!
zVtRNy`RA{GBo-_^v3!@Jl|Jp$<<e|_)9wjN`bq_RAAJmg2&J+QJ*3SUj8mj!#1q4&
z5zl>zJY(L5w_pXRV`;J&X3+vbCScyC!lDvG3gy`9cGH|t%P3-F@nI#MS}hK3))#sr
zm(NMlo61~F0RES9ppTYi6w10%mpQ#IKf}JMuXqI&%1L!yTH3-3xMrP-oC_gBiFX)g
zoo53sn(mM>H58YSjk+%s0r&mB*#0uA=M#V?o;7RQgiu4b-c9mK-C{cP9TQUGT#Q}H
zHIRCBvaw82)gH>ceOK{9cx9zSN~nfkq)t*efKSlF`@{a9-s7u*mdv+qO{x2*ToW6n
zX&vH{9{xVtcXNoVk=pW|!c>K@xG>zC`#aCpHqn(8y`=YJ6WoNckxTm6NHgVy1vTx(
zFM9Jax;k;XdU5l*af^$}{SK@<9$0X@NM07YM{q?}-Ps98vB?k4rq0gmhjuKWf<o)I
zLYhXoufI;1S1gfzos0ouilThc4BsrnPxvEc`l|tWy+iBI?B=Cezw)M6>LmV^^0L5;
z56lc9`tgF^$=90gYT4!PD&bmmNMfDwub*wfeaFb@O^J_m+HZfMMf6W(H*0iAE)TJP
zrxezsh-$r|&OI`cOf8s`3YwWTV&h~2y=A@?*GoD$8fa|#a5;YkGh0E%IU0?V`~q|>
zL!5Mh&F$A?Mf15}y#O(NzdA`Yv7adklJ5~kXq=#BT&e<$<V+4tr`1ud`cDebv`DVH
zMsJ4CHRLpMuDwrfTmB-k@<n3#aXQ0~67mp&ehn%=Id|jVp^7hWVtdw&`usmB^uUOu
zsUc6%RJ5oq;zQVYJUaT*{ty7l>=Ju)4k%BRVUx;%Afr&h$G>)mXg)-I<Euhq*kB|3
zs2r2bs?=n!w;ZVx{u=}m{^tOdkp>Fdd3bga<dZlOdK><r1L&PD2S$^!Q=C8PQlo1S
zzweL=<@J!VNnS<dR*yV7J0XWIgdx>;<*{UD)9gh0LcgEZj=Y>-v-G;2)`o^gHW#}y
z7hBmF?|1E6JkcFU+6KWfRV_c^n74VD@tG_kjE|HB>kt^`CDF&wDkI@l0gM0{StzCC
zUihJLd2K1s?kA0*M<T-b0_<1xd-5ezjJ9VOZ`nv)^^f?i%vs2fyrB^U9u)$QO-dd^
z9OMUuM1{Z;&GVAS&9Df&{RS|dU8l9^-KqB4qFzpJ^BE-k=&gB1=1KmUVavso?HHdz
z>?Ntf_h}jq&rqe+d;zdQ3v1WvlZv1g>=eGZE`t4QotBPqDIK0qMYB4;-F3z2_q@GV
zN2&2OvQmfG@gKjGdG@l7<coUFvu{w6#}x3he5J@zqMK0JS#!9|H2rG>HTH_&U<sh)
z72>5#(a_uJt_rP}7IIhVosNWQ?{O-*)_>G^{YFE%>R=unD!m+0N#;f>vz#JSrlVTw
zJA@Y_N}d%d5h&I~XvMGL{j+-5ezyg8cXZ5(|M`vQM??~nQdndairZ+4cD7&~xd%_E
zBO^Cz_`_w0{8|@JPDePZdH4Cq+7r?uDJ$w-iVmWm%pacAWSY`Fn&V(9Q<)^JtuVBz
z2)BJRH}*G&2~TLk;1j*)^^_a$JD~E-<Qltgetyt79q|sRn!BpyaI&Em=GvhB)BSrE
z(61jEmfhyBPVT7;39One@-l?T=${sriE2Fd=fc{SI+E&#xbS?fM9YkP{!LqKNbof0
zX*x@Gy>#DIiY#o}*xjhUwM#iWgUvtd1h!bBxSRN(H+fV2j-Wr9oikQb8G|n7;}~gX
z6xYZBU99n`&9S9-)&S6am8t|avA<`K)JXGxV7AV9Yv>Z&sPQXsZ`ax#j>InhSCDOU
z5c$S!QoQ`O;OaLYc-d@3_0?&vx{m?YZ_YZ&ml(PAcpae&9q_>JTo>9L@bk~+-@oP6
z)P4U^+)j1}uFYumG7-`>8nS|vLGRUd^^J{5B6q`I2H24zS|~B`z`sU<RT}usv~w~6
zBm*4Czr=V$70AX@K|-9su(um&_E{+^3VK0OUhVwBX&Wim8p{kd-2C^9GK4VZB5_8s
z8G}mhm+Ta*yYCg0oG9$_vhS9u{pol*-fMZ#mN2&S`Kx_NY)%0(hj6q(%7XbJ79Mr7
zo~l5Qsm$jVgxqi{<T_kN7P`MXAeRtSBMbd;hFy*!FYWd1x1Ys#JWZz}F5HJz&h_dC
zB}=_(NZMS_;qfkZSD)Z)U|#r`P!aDv$$KARZ2E>z#=LiwcU3(?O?6phEAF&YcWO2x
zi#7vq`jS0_CZ$i@M_hZ<B}R?Lyd|T{YA>P*@-h|6*~u)cJ|q?*rypTWF`=RKT#5%&
z95@!bYCtO1@4J+1Ss@g0;653=AU{~AAzm>>FpVAduEG|R0<P|Y=P%=e?Sqi5A$feR
zCMWib<E7YTRzYT>?VB(T?jyP*8tOkXCZJe@8Q<n(wtu@Jxct`dekwf{B<KZs@u`#e
zk(I;g=lm?y{&F}s7<@{s5x5aaZZ?jw^K~wAGq22<8p<(4ZLK!m3CGzws99C?zDCH3
zUx{hR1lIM<KArkhv5D6e{w2WAw1hAB$*3W#a4%z>9bO+R2nPE1S`4(?GZ`KT_#{7w
zk~7x*gMet^upVCAh&?1$;CE)2v4J{ZSy7?bWB2N`bD)3IpmO8RO-x)77kjL%LO-cu
z2GqMop+HOTt%cFv?395vPQshBQIZHFx7j9}k`JnCrn&UMxm=G7`h(h(jlzMUkxx;P
zM*<=o;qFg_?DO(C(bt(!w4PVgnO9Vqw|jqO=ReUb58WptzNCknck<!G6`!DG@a26k
zZG0~&4c=waFp)5*_>NyoW?W0s-mF-hKe%HXa13%O;mb>SmcH<8Dcn+0KsuBF>Lr|?
zv&!W1&SNISz)bL`PggEmgdXmSDT5Lz7XK(|1P^dxk$!4HM)CmR1yTiyz$8xuW#xa-
z7F!AtDG6N7*uwAUZFAej*)b=@?}x;FMZ2?KmW(+Dw$?p{QCaDk9|0u}b^o@!i{3gw
zS|4SRyBS_hgFIWh+hr}^fmFu4Fr)=280*N*6~TvUwX1fCpARk-N9!&_Cvc%~2yjYh
z`p4<TAG;S$&M%;EPm>x>no61(_)uG#qKI(SZ3wQ<2jZ(W8jV}Lmr#~)vut|r_YR*g
z!2mT4j}127&5Y!GIOkA)N&?WwNOh=3q+Kp#BY*@j-__Ni&@+fl=NdC&>k-i?c!h97
z?$$z~7wpRkJHZU-b_|O_gag$LXyhg)NA-;Uqx5gN+U$ospT8aGEA8>!aS8b8U)lAb
zsrIq!S#7#f#Sftgk-;HL;t&twj`^#Ty?O3e*2G%{%jV6!bX>0YPkEe&F;P7ytUho>
zTq3m}t+q2t)F00c7?FlG7#(%22pY6Zy|73IUm!J6iWd(ee3o&Jaq+pKM@n#@OsA^>
zN3Ir>gy=KLGs&wWhZ2<z&U7Vd(CTA-l6}{(b{<4y1RyN%W_ygl0EVAzNxHOWuAGm2
z-Ugp0`suwHHqhKO-{*>SaU)lte?_Wb(ND_mE+0jo@Xq#IKLxv+0*6$nPG>J|pvL>W
z@6!6@&pBgoo)M34_XK<K(StwJV%-v>%*PMnd^)Z^sAZ4o?6_zj?DcS5UT|Do$jBz|
z@5#~@;0N%h^~mC`T6OmV@jm>|a%D2=;bSEDWu`G&MUQajMH~ADZE!fg=jA=FlB(vM
zQmB6U;>{V+M?b5QTZiizqeOXgyrU&cPMEDIWm7<Ma-jd|EnbcTsW*=wlc_Zs*Plx1
zjsvMaaaX!sSJcfW#P0pOh6Tx<cb7o@+Ie~P94&Js@SypM>-D5F;mfM4il`No+x=+X
zDF-!W8t+EuIOYod@E?MIl`;mIxz0e<nvd4+@SwR52I51uvt(2JOhZ>5Upr|06EbnG
zp*g-CUJrQp$u`fY1zuHLG33@3xA^BnmRYA8XU(<TRTNwsjk3!;90S&vQ~#~R{9)u`
z;LQ4SF!_(WZKi3ewZg#$_J$8R->GWqC!JLg!vo|zZY>kJZO3f`K!u@Ca$X|1gbj*Q
z{{+qWsZ*S{>_VE+gbj&jFt}Csk`M5GLV(I|{sHjm<AZ=aO)_M3EGjCx7Y9dd`UVG!
zL@n<LalWAptS4YV;(}@lrU-gDFK4a_`5YC@3<-J?@0|dGor6sw&7s@9y`vXVb|xkT
zwWJ?-|BDHRFW8)ci9LiH_KK`S6(!EWjNItW8?PSm&BrbU8u}zX!l7GOpP49`T!HyG
zGYX>!Un)E5FBw{<!~_^P_t}%ocN2%p3+x96ns0+~;C#$b67T#!L5^ZL`9!5ZUf{gf
z^oDqga<J%PcEb>GHT+9^W@w%YpaHe{=`fQ~L8w=$+BM^N-0C9{B1o5pICF1Zv>k=z
z(XtgeC%W`aheaD~B$|YBwe3+AC;p0aXGNDY9pxBG54*~)bT?QOHLK9oy<wPs%p)Q{
z<l0pp8^S-1XU4-CqgP;TK`V^=KFz|K=Z`V*>vxYcoD+OO^P<69VeU`<<g_^AOf>!Y
zG#my=R{M7aRM%;4sRfp1{6rt1!$IIJ;5I1S`k}MBMq_lQP61Fd9^;R{Vn~_RM~%pk
zT__itRVKIxOp9W2JmubDNt3|7mFasj8`!Pichq&8HCoDneu5+G?fVgEB;ShNLJ@e<
zRPPG&ZE6G;UL3(jz83I0%Au!xo&D)<KkY(X2>Mjrehj@>uDL^SOtO3tADd=;unLc5
zWyr9F)${JFwL6$)yKH-EUck+q2Vi#XCVUfkFVGlK6jf~9u%I_$MQB3L;jluH>`OxM
zT09YE4aqJ#m<aP@z}970aHqNjpE2c^IdV$juPKeXdLAP3cuCwzCJdL@{*IQ<R<xer
zxe2CH9aMAkuId}Krx>&*8ML;wy5}0%oUhLyvj>(WF9n+piXXw#sJjFte8j|>7gw6*
zml|>$%<SLrhzL&&&_)J+FNIW>F;rGCR(+?hs-UkbqpvEZEq(U?^qc&%<k^lN^nt$Y
zIi21zSvt8E90M!i!@7B6x@vdhjLHh2)v5WyLIEfFk4fQM`peXaym3P}Fg}X0xKM!z
z-aPjhRIue>i!{{RxvF9Tv^wsrA3Q`iaPfgs1qDh~N9O__HsEWkCN5g1whxRhm1&p!
zd4<vzWri}kJ&FkJQKL!+^%F1yc50JMuR8u)|3*+h3ai~5dG2x>r@$H5{)3=2e8a8n
z$F<~ZY2>xb9&0z)H(Jf}^945Wp%vJHaK{BSi(T~e0;J}UzvBXX;pbI&mJByxE6%`F
z*sg6M2?QKe{QUT9-7o&bx>^&T<C+@l&Fp($EB0T~E!}poKc~&B*sP>$i+DaC$k5Y)
zpWM$-V*j3`fj+|n)1E(s-+V>^|9YIBjr3?dW&q-|lM-z>kVZ$izfT+v_o(AtVC`B4
zwo*XADHuY1%XhQ3fV>HUMEL0=EvQDpZ(*n0KoWUyGrU9R3=DI)4L{kdZu}~}p^vb7
z&-fEDvCX`Fy?;FHI2(cNUgHPUZZ&PzO&#_fm9C}Y(hSbjm2p>#{jHownngMjq1LtP
z8Y)oZQ({WMWf>fJ2Fm^blWaJ!<lMv?giXKcloJ+FilD(7)S84*Z{YzoC=pN+_0`@Y
zJhF_L@%X%iRL_)5oySvWTIm1gw8rh-fraXx6tHKxxl-Ua;#=c?9)(%;0Zb0eQLxqR
zCPb<V>kMqFmN2DteEBurTdDnne(jLXx3nn(au@OgNu^%zB2oo|{KAT11KndTUe}b=
zR?gAYy*)lP@6e|9Q9X?(-@k)(2Vd&M;><_(W_&HkuzK^p>_=lqMPo=saeYN`c|~h^
zMOpoig8Jt6!tXyiYQz}Wod`pXLV9evx<-y7+e}<j1^>7&h-VA)P|Y!M7@vMjZJYbe
z;o2ItCE2$Xvnwu4E^iuOYC64zFGe4bHv9Y86a3F}$BCCh)?FGJFUT+e=$Sq5EnX6n
zkzihZt?8WAXBFOk2(2wniL+RX5YLe#QNqDbJ`)Ff*tgD5${3Mi+utdXO#=Q!Elq>T
zQzuwT6nmI`@_Oj6m9`D8#V(#gbpc;Yp2dBx)9uM%K6>)KWk$*^nY{_WeJ)UjX<ywc
zBS!eE4Nu^^o!}~EH#BqVJ-W5(r?zuuv43Y^os&Wd`-l7O;f_N!pQ4Aqf6${IUlCv6
z1ugE%GQaI(*CIM`mXIk|;fEQMFumM?7jb_r)iO-wB4Gpa42y@~;q+!M<Y=vYe}~?b
zKH6xE?859MM2IX}R@*t+DvFv`OQECHgI}X+StvaEK1ng!p4C2~yF#1Ztb;T#2{Kw)
zX7!MzB60zX+^8EC%16fgXZ=GS!t5+nZ*5FSh8mvTKj_~}csogF8s~|qjlKE3G<sNp
zl;fH8a<$5<^s*g4p!yQ1KCAkWXeTfyb4DG#TwhyY#XwbF<nA|e8xFYf5}vxD@_)4d
zsL^lj2)e+2yo3oOxyBI2UVr<`GiBd#>T)h{voK8TLj4T}0FIczQ<VmY<|xcNig6rV
zX4<Hy2~l+dE{|i0iMb;|$q>yED<elo&fh>NBd80@IcP2<ED+-zpb~)WGRR1hzan@W
z6=hL0@Q)x5YZ3c%&{GglNIwR^kCyD|8{?#gWp-Os6MI#BXbD#G<moi_fEw7t_eQ20
z2X~lwPw5qYa9jy4C>SDg4u%7vvz{OsMS|_;X!9BVQCw@-G#Y@^%JSxMnrBjsl00L1
z<Y)IJ3G<=3cn3oLs?e!r*dJUg^flc+X=-XIchc9>7RK4!jI`Lvo1iWuZ%RbBM&^3H
zv&4sF795wp;>n%<jUg$k?h;xu0vzA<CI;4M!_^03?KSeYAjiXak6-agU>)!PEDNJp
zofLDNvX;a;P6ZVF2c6JsdHGZHutyj|BuOAo^Cvf*HGmBqXfj=*?ytp5Ikyaaxd;bk
z<U-iB9}!YJWX~JPzpgZ~AyjTQ>&MB$O}=%4Er}p?8p-9R@(wnD@clMd_x5jXR679v
z(-|jH^A}NIh2AASzBlp~zr`p8HIrGYavmnR9YFpCgAXQPdGj^lG1;b6jPf40&4>_o
zGzOyQ1ea76Dc1?p26bU16x=1w?2kri`@eTCa3#;-z4Ot19o|^XdVOHa!#iO%#kFQ^
z(%I4Y(f0k`>GJ5q)gIo_7<f^Sv4R^m%(ZT2ih<+$$>RF@_+M=4NcoOsYFPNq{e4qg
ztLO|v`a)xo{FpI-?ZG_*TW&%)%ECuE!#Oy@I5@+~IKv${75<bB761;N_feCgqFjxG
zsYxpIaQ(Ne=0`Q!@1D(rR+L5A@j;02wJ(Dmo^=mD2w=yJ^MCm*@#SBT;J=oYe}f;)
z7J-=mf)EZO$&Ou=q;qx`Sv!8(HlN+Rmfbu%>sMX9CmYDgMABC(s_+QzW!t{fF~XxL
zBb9N2jdgwwkcIJBF!}FvY+~NXDEl?>-}dd##Q}>j=TA0)OWEj$^<Ib~&b!|?;bUDe
z!`laq{nTe<euxu`{U$ulcz=Ye^Y8FAoM1?!P1kA~%IW>~lM8SDi>>W5=Y715OggVm
zjp&Kr>x(R{j4@aNiW@Y_YsYxVX`hzzz3<q&a_?X%zd{<e8oYVu>rx%o-m><<j)6zN
zmn88)V#mQRu@K=rldx4r8)V<F>5y}aClBFEuEc1*D?6MVUNIyF%3?pM!QMtIw?f5V
zNn}K&7p!IGr0n0qe?^h}UmpcJ>!TdT<3@H5<283|p7o(d)$Zf{Yjz=><jB6&XJTFY
zX+cs0bb@`=%J7ZDE<vS9-l~6%4DOA`-)I*NcL-I8wQ7I4nEa@gSk}>4(bZfcXOG=i
zD0^@TBw_n_OVAAy1NK%}`kwqOt4G(~tI|#3<2dH@$dGWF)S%(mKn&b7=W&<|2+Lcc
z{e_<A%pr_A8A5)Hxr-eF$+9>DGwS6pnt(Rpg5VFf31b?E!<^F@lDykvoJ9K+Apm2i
zN5gcxg3V1w*Q>0&eSW?(!!S_Aq(&sej0(Ic`l_IEfVgzVOW~E)C!K=oV(+{vYq4bs
zT1N&)JDTu;j3LX&bGuo66TcrK5}GEW+6FJwO@HcXE}Q88qIq0$8S*~BZ05lJ+K0Ad
z9k;rA{h<2lw!8zS6xXzR!tT)`D~kbVb0@(9Hn90pgRtE_oC|97rVE0e0IP@mwY#Q?
zlZ0$dZXM+5s%iT!<X91xZn$S(?alx$oST<C5DJO`POt7pHODy2yAHZjsasWS#BV6I
zbPdCjhK#sQT4+4Ihy;yp7hKjY(hmP@(6XTY8s0?=y3RU@7m6TH`JLmY=nbC%zd1fu
zoIHJA;BxQaARD`7-pD_}pwiO~oz<YVCh^cd`&^>-Nu&SL!C_8&{oNTe1CBLR5|tOu
z^1Xa~z{=V4PQb_E)=zezr0eAT)}`Q|&3tSU`5}KFe4g58GS~KbkGdYWmb}@nO(SPf
z1Ptm@iwyA)sryEg7}E5W{hiJpf;RDOo8)g{)-sPfj><}KNeoi_p;d$he??*NH0U?*
zJ!{e*rrhY~Sb^N1*d?-dr$ov6cZ#Ljw^#Mlxw8*}mMT|JPh3Hkov^^wONJ8E!jh5}
z`?H3T2-^{Bu=352AI9^Sp)VILLxbhc`~qwEx-gJ(DZ1$VDrrNxJ8()rjGW@-0u-3^
z7$Y(BGNL!}J{%wRNL=i{9lHd++&D<YTrd^8*Gydym`IFd9`mz}E$o4<upl{-0%8EI
zB&;(}{F9m)3LN&G1;h3B(ZQGCJsTvpvDkf(n#?ukIJVGJ;LtDs8GP|#Ml*;6L7)xo
zhG8TDDW+_<Em`I!uyzR96B-Cvv5dC(icB>Ivs8dF?ozl5R30e@1yKfX5^vHUD@kb7
z0g@Mbsf07JI;_plRJ~(SAP`|%^%swm;Z}X_wqyXrlx$-yk)XR`D3bH3RV}%(H1u$8
zeY`zzvXqO+<i!fJhNmLbe5_4g?sxQVef|c56Ic(sL9{vg3igRy18h9ln>@5mFPoy%
zC28I=OSaXG4%blFn69>bJKEOl$D5{#58MPZxU>+U9L8X~;xG6T!^~}OGIWznzAUQ=
z-A5^#q$BV+K~Ig)va-<0q(F5^HdW~}J!|TMdR8nX_0G^ep0)|&dsLYPlj<-`{RMMj
zhVpB|H)JIOX}b`jtBnB0?+@ip>|r@u&(V2|hjunTQ$c~#QjYc?1$uvUHXyO(ppzki
z)A-WOb$}xr`$MevWYvGsDO{Kx0x!{jc;Ua^6(P0pmoOY_Yum-bL*tE{_p7?%)_SJb
z+u*hA=rccl@kUWmH+y>&?PhpG%F0o?<WYJXUAiw_`aK;dSX9?^X&3|Ur3mmQ{G0oN
zNcxe-6Y1=VGRBNF;?&f?e*a#w`#a98^)_;$#p?+o{LvXWMflk!WRwGUj1!lW1GgM_
zafUf^C>)gy778a3d(6gOxkdhZ`L<7!lNp*JP+B~%{VsONr!3N7=XIGY=UVfcYUAvB
z^BC~Ne~mDu1^&#o_dnOHUevdCG)jDtq5t*=tVI$WVX8F5)3<D?w@g>nC~Az2|C6+9
z9h0Eo+{SjNvZ{DxP34mhP;<oM{XD*(#3l%lL^KUaKrzoVOLM@sK=)x6u$hFjk7en-
zJC?%Fgjp+n{z48Ku$+PNw!Lm@bL(1p2HFPFQeBezcYEfysUZ|$FE;yglfW+6{AerR
z)67a5KI~jKgvFz?K9U}A{R80q=@4GKxwE?Aw9F;|w9-vi1U=x$5cgSAqn!^%JE~+0
zKa!M>e+d8mX6UIkvL-}?FTcV_ZxIiY&j2!2tqU7&ZZ%WGFy+GsGhpBOju6807G;sr
z2L|9&(k7WUgSU9HvfZ{r2S*&pv#Wg~vMZ~%z2Ft~fHZV~?N<2OEB1Q;@VA$HtrxI9
zrD*ivy^)8mL0(;7q-MU&t>pD<m$=!Q`R9AN<2>=DQ<`{*p!w{ugZO|7yZ3g$(@1J|
zhHry9GhzX}Fn6Ur?~%O79L-5f7<Ckaqtl7hYyvn0-_V=H)9>QHwh{mjF~A%F7wDIy
z+a+Ak)cQ|mv2wpqF;TsW!YjKZEP>#ydfg`m=5dYfL%bk#XRYS40=Cli@l<tSD~q`L
z?wuGwH6a0>eA-kvoq~s8N=((m03Is()Ae>II43`SrD)|ClM>chzgw2!qKy)LO~yS?
zIZ~(H`gF};?WfktlG(<KU(=E^zeIBma~&A6-qRT>f_Xp1SV<@>w7wQ;wdl)SlgnHS
z$uz;v%=V`{S#vC%oM+CulBr<fU!3MM(GxW=d7-Ppuc<3wtT|_9JZGXkXR4pf#pUpY
zT=*3MU2lS2K(k1^*&d;`mtWBbwc0V0L-$wolQn&$AH}pE;g7%&##w<RQKmoU-VNG(
zAgH(9glyu3WRfT)CPUjyB@3+YyM`~D%^%m9<)aDTFS`-JB>$5pb78$kVJ5JGwwrY_
zEyC=t7ithQs$CjG-|Mnj(cO!}t;8fWm{)c>gR)J(%jW!49`sn|n>AIJm*z~`25X5j
z_i&A>q6Vl!FM-F<iZ8z}qbQbKJ^ub0wQmn{6H`N9tv>nqQ}oA%;+$}maiiJC_ScQG
zgl`yxy$24@iA`1(owV3gQ10*~cXI6m3bP~@hE%2vHsIT#hli5n{*j*^(}7+q_VLS$
zTl)>&4QIQL%D*j1#aKEV24sl&7l>O@FSe~x>DMYaYOJH?{DzkkN0;+kfpA@P2K%<n
zx)V^$uCf|PRR*R#&4xrJqIn&h-!U!->0E{lYPl=>j+FXn5l@LwVqWG-?<;VZOIX`n
zgGbbkAE)Iop}PxgvtKP__qm=7m-(Mh0pviQ(1N2nE)LiONLef6x`Dyk*68)Y7_6ow
zh8tIxU+E$(mp|7`<^gZ%%WhcvsCdN8x0w>3@-y(iady=~f2K2VesEpyc3GmpJo**G
zO`wL3fuSxLd(3~UEBelRMI@$?904+3p{u-_Z+SGN#zxQhi8LMx6IS`U@A;1q^1oz?
zw5bMX2#Q^3|LU7f;JnWKk-A4v5VlL`pQuqglNYH$K?j8TZdxz@z>?**Fu#FT^_%G*
zQ-7XY`t$&$KV#i|qC-J3pQ6(+FTBZC#=!xXBd4O=nnX}u2EwyN!JSxZkIsmKXrA^2
zD@w~h-_#3%6QlfIt-vkm3{jYqye_pq&(G=PWjARl;G1fVw9L@Mxk!NI2Audpw+IEc
z@OOY>aCAs?^|dQyV$?6b?&!``8z71?2^;;2x8TqExg_B#?}GqJhPkfJm+TgMT;o|E
zuTgMmjGd@5`?J2=>c)!mCrb@$A4T4>*L|n9RUV5ThKc=l#h(BC8AQ)$O~VhS?Zcr(
z!K3duo)sJ9AL()$qI#l&fi%$1$1`GBOzZnkG4pRZuDobpN55k`Fr<dsXOx|KlL0Ut
zoMt}lHz?VEVC^O9#{BlW5Y`t+3^dh8CUZuTl=!j&=zrMQ*Na+GzrA&cZQt=H31xpC
z`})pq?PKeJuWyc^QkDVs)|3UiuYkkLezTOxh2zQNuzf<}Jv}F^45US6N|Qlfxs9%k
zu#x2Xfm(K;`V_<X7sdakS$HfcnLF^oFpLjI74XEFD#-AWmpT^$*lh%LLFw7pxY^3M
z*&WNuloXEMAepi=PX12B#5zqVGw@89O>nL0Ppz&SceJ(m#4SBcjE78&_f3p**2Io;
z9&uJzR7#C=z0fypZ{z#q>$yL;%lrvmyRy=@^s{04tEt0>>^N2c@dr$@+kI*(-sM&J
z<+c0e6*%RUWsyWIkJjG(iPWFaZhvgbx1VVl%^e>E1!4VHx-%9ut&Z5YAtJLxaK)jf
z+4F37ztmwo24qcA#Y)N`Nkr>|HiH~gMs^NTRFJCqbF9YwSSdq;<mBA(BoDeRFY7M6
zern&kvVzR(+Dqx#J?c9PP6%-P@sNE!c|(Ifvui{biVwmRsi>JTd)m$YnjZ5~CmCa5
z{cnxcbv%Lo5V)24FtBmT{m|a@SuU{n7GOSO?)Ehq)yv>?8t2~mr6fb74QWv>7H9s6
z{)YgF{id=sN0i0al;LkXY$m|A=0rD;?5uAdVCsTkLZ?OBk|PLDM?b=andbTBAKA)I
zO%1^7^jo52X(PjH*`PqNL*+i4!4%WbK<Z{m0WW8#L)5S7zVj_T5Ss69@ZVvkpyhx2
zEEZH=2;@KY;&#0-zOJ%s(plfX)XZ7n%<-9qA}tw$L693M^9wrxOdkL|GbVt?7XsGJ
z?p*_~?$^fucc7t-+A17B#(S&vcQUq1T<~I<Jed=?(%4sDobUXnp?CD5)n0I^CNW}S
zu+Z|#1AD%KBv3I`w}CuG_;a)a_Lh?KG;peDidIDT#9})PO0oUN64PItnW0oW5hUeE
z3B<URiMy6$Mq{vs{V0q`i0&g}^)1R2gwV74`kNxn^#8zWq;;`j%@-Y3Ox2vn9*O+_
z!C@v}+DUui2e5q<K)^4-ULL!c;cVApZ$nO_o|>sx^HFjuG7}_?%(&a?d@_6JR@^z1
zAKP{Ev8i>Fo^AWVUsETXyu@H2No@qn_|+`X;QHR@a`1S+aw&GjjqcO_!r#ft_3W|L
zY?DsOdiPHbsO$dmiQ18)K1)5kaNesch`Yz%#wO?INpusD^MhW+OpVhdnO_#-78Z!-
z04Ua?r|$f>F#x_j3LNVb<0P~q)jgp4TUV*A9eL2Fs(Qb+h{UsG!v(v`@JIzzy%^sK
z$NY||NwV{1oS+Yt;lVCUq1%Th-GRvfm4{pv61&UvzS1dG(}z(eXH3u(2m5Is)|A=j
z9w%skQdfc6-$+~Dl5En_B$CiTJ{zn|BMvR;*&qu>yX&ti3_o!qae}kp(UF`+=Sy67
z$_Gsb=3xkv#_#+q11YX~cEk7)&x1ZN$r!yK|1~26+q3a)M7obRpExyM%lb@wl&fe*
z^nNy7Q;j911zEbQUza;sk7m53isv5aU5cv8sHIeiUFMBxa`l;Co4u>duu9LRd|tFt
zpwU${hetYnK*7m-6m4xHu-<>_)*@-8uWtO$NCc6?oO6)*XLgO-*YTCfqveXtNd)VX
zq8gQLo3jQ*==mV0X=T~b5^NEe3o6KZ<SZ=nwRkofOKa_Sf0tlq-*Z;GDO=se0V1!&
z2H1NtP=T+u+1^TV<#Zo;Url&k-rJ4t(U?KYTXg`6LBcSB_Ok5&?69mUBQ`@oKqXlx
zs$V*>f+9@y81dTn{8gX-_=Zh`uCVxb4u`1YBOTTG%=zmIP6LoT%x9m&0mh>qV93Cn
zU)UCe*o~LS;XcIU67poz9SqP}y>9ljGNecWSN^ej?7HuUOT*bvmUfIA9o4V2(Ajut
z=wS4kvL*R#k9GFiCW(Ubx2t+P71VJ07R}}Ds{@GLVM*4(70G-E@u9Z!QooD{{VuC&
zpDUXgIe_H-s-2p=sH6R=+~J+D2XVtD#KD1sgHuT<n(!%357H0vWz98bGRth2)L90B
zdH-m)(F0~KeGB^pJQgv5dNcl;JEX?-69D-}(eZx1Af4}Ayy4}9JeYuj?yH?suaRE_
z4D%yCP7kcRNZ31K2$!aJ+7n|d=<mx*%wKZ;@84HQ6GQ;XT#|^H?L^?V1dCJ__L<5r
z4;qZ9G{?U+*3>tqWoM5hr=lXK2*vzL9^?Xjj|XOCv{J+lp@d!pd3`i3;Ddl(%b$@2
z=-@x4gF|awaeU)3jl(o;kRgn4l9Gb3XZiK+0wVL9I1jVG!&%EM#!zl5^*SYc4$d}<
z(_cm`0Hjs9)ll-E+GgD!@Jiu1$hIS9QfA?k!JbyIa`Lq_KHVVsl`e~D?Wt(a?*RkB
z+<N5|D_8~Pq1IcE1!{+lU&IY2Jl?9(Q{r#2%w&Lf0tHW>#i62|S@nKQceyKW4pPK_
zz;mig@Ds9MUO7&ybt92RGlg&Vnnb+(KL8Fv@xBotko}Jk2nj!M>;VXbf<qv1+&^|L
zo9^;SFPmDhg_Z1@&}oRiMeq-#O{BmNe!oi?KnT`9;EYKdXBN(aA9VZ!d#a0`?UFm0
zU>+1Bc?XA=o7dsZHu@9S>z46UBAi=54vU7KLBBlVy|>a=h*_>O?_yIj<6o8T(d^Fb
zhLqc<Fg`aEb3Z-<G=DXpq1jbJoBGNB^mO@$W45U^vJdCYKV%C&fO$}i$OkYFTEi!P
zOgu@h!SC?^s)ZoGm!E_hj#E+jxw(udt>pQFoAiGn#2+950U-zvWX5m=hi(M@i5t!@
z@`-;4M#>_^_2m^UwY8n`*g$LZL{|sIA2y~Y_7-NZWR@BHuy%KQ{odBveP$1~Rv&Jy
zzQXL)%~di`5NpdoAnq+K+?kubIW={4Z0u-gXs@qttFvo0m0oU1&Nn8eqon@;{$aSR
zdZ4tTzqG8stgOGhw7(JvMA=YH1(SfNo@}UP5)e@#0g-IX5CTC){6kwK3<$&~lYrRL
z@DD&Bc2f<zO#ERdS-;a-$E<cYNwx<gAqcXAwz@;I`lGh`OKn6!TuH~Sf`UjlTx)N*
z-qCQQGk&YP@lH>IOF+B^2?%(>7)cZVFxd_L2k;M%=LSBWAA}2x&zFY3SRVOmW%TRJ
z*tcurPoxBd;spaL5Wnm#{C02Qr`?4gcNTxxA@bq7?fGxF=HMaX>y7Czp`5Tf@#zZS
zhY`RJznSZQcZT4HH>bManCyn<i-+)hF_Z%QaD%}Qmpc=Okh~!Hp<$~fwh3!)*l3P#
zwlr?GCbp8zTMU8NCIo_1ARqz3_=on(y`573Vc-t<hf(4mm<x=NS0@1#fPWa%@efOr
zA9Cjx;2+kw^25xh>tvsiO>_Hv4ayZ$jDH~bf$<Lzf8g)~lYJoNhk3a9_;GjfClDa}
z%RiHWd|>dy0bGHsN?ZH+z=VJJbZ!2lmDvv#r{00{i)pA;4Bj8>yFJo<W3cl|FH%R&
zFE(0Y%T3Xl7|y9{`zotD%B$N-DiV>>SbkxRKUC=nmbiR{PA~btaCk}o!6~JO&@{-*
z_y^+pz3jpLZ2m#O4^02T2}KA<L!e(ZG}s*9{@VEmru<+EKR60Jj)<G!2jU;x&SIC!
zKR^P4$OpHx)axz}`l<^9^;HE;@sd=!vb(o-V7Os)suj!wfQOB}vAruZmu@azyO+87
z%KDwxHt)W<eednvd++Yue}Dh}Zw~H%czEx_!@G|TZa+G>`FQ{O<Nd3TcP~HMIeN5p
z@WJ}d`>UJpEU&(`xcvIu{3}ya_s7QW3=iEL=)d0EeXYCmsH=0ky?rIwHrw1fk!T%l
zY#xlod+VYdRW)s86^WvfSV5#VKUC=tlzDx{Zf~K>UEp+u94?7KxcoZ)fpjL>(-yQ!
z0(8d*Ae!mv`3Gm7*O}+x#*b^|$*iLPz<i6S?1UE=&|HXpOF87FZ@uInbO+NHFuk#u
z{~R|D!3>{IlI3Jlnfqx2IZXE0#8O>O%1O9p22MMrR?xe;2_WOcKGDVjVG#|nyK9))
z^697&4a437zwHSz4BI?W;%1&X*;~*m0--bwW#OO=$W~@vNscK{T{Zi+<R8q7<20+4
z+!r`Xtvkym!&CpRVQb}Lvq;Izi_0rRpQGzZPPxRk=$DLlv+XFTLaHZ*_RHss%bcfP
zyUum9)Vxva`dDN#%RTeoJ+5xpmY~wrKTm;Er-;7D?OE^-{Lw1Y+IY$onb!^3o9VbC
z`Jw$+PV!g#2CGStZ3Q#`MSb-?!?Cq#Zd-q7KQ8EEWjHyqZ-dsqXx?T|a6M%pJ4e><
zXDWk^W^!o!ElnBa*xPF_vn|$Rx(kudyw^G|8uEwCtBRpw+m_K8DpJ<jjhxRL2SjZa
zAuKx_f)WjX%JD62faJKFagLXrpaz<hwbG8LIQVKs*IkIB<bR^w8)Oug<Par*Zv{x>
zRuq*~mn!^2Ef9#hs_N?Uin5}TqHsaj&zxUiEsuvNab6=~1L|O(k^X~L{DFt<_y?x^
z0GuEc$Pa=?aHA#&9~QtHpx6M0fk{Bbo8padgn`!v;0%m^0OSCY0T=_@k0$X4gh50^
z!eKbSfcOJrC!+WYBqMMW+zMVWm<tT>4*^gX5P~51p`fs=xU{kqctk~INkw^a89<2Q
za1js)PGu0!AT`4gR{4ieq$pHa7$OQn=L-XlFzC@*a)cp_gkHsywj#j1X=wNdfk2Q1
zgjgWkABh@!u(Q?D7w&FKvodsg{H<NrXBe$=d~4Ej`SgkRW+n|k*DPgyzS;q@-3i&F
zo(ft(@5=ZG$cY#b2z`w@L!6&kWy@*cGp!QlAL_c|r<fsGW2nApBrYiP*-+a>_2zZb
zFuhUU@)?D^L$0;a=6V+pGdf`qMk_5CFaa|YtbxOoXD~w5G+)7pCvS*=;f8b*e4UXC
zx^HRkz{1L*q&^_v2PY{j=;DzR{{U<cTh>HADCSd+I1K^DJct8RIyMy(6$49Pf<Wkj
z2QB|_9Q?rk?gB$01TLtC^ZIN$jg<TYhaXh(fg=z;I*dkQIsbrosxjARsXY7@Es^i@
zb8TBi>Y4Emc^-G3fFH842j!E0Q~rT5DmHD6{mFdq_r>5J*m=+~+te4sKTv%(*L+~I
z4^sI-3qM?x{sVV@;SHMb4<7Ijp+ErhMk1V}6;;Xl`tGLqP+RL%PuJ4O5X2u2;Q3-L
zb8~a;&i4BKosIk3>kr7*9>TWPz(2gYwe~7r83F+nh=;4o_m>y$zy-$i)V1-kOT)u^
zef?Wq5SDLW68uA)_=k#G$v>3$m6i3Cm-bbb4pf#6RhN%235dy9&2+qOt|_|EOfE2%
z8ULU`AUOXJ-$=zb({Y7=*hzzY;P3-EztHjzJFT@ag@V{m*1`^wwTH<%n2JE8AOsP+
z+8(>s(Qv&p&Ltr3^)){nXf^N;A58Z>n(2Q$%lL<dq0boq@Fn9PAOZ1YZTve80>Qmt
z{C02tXM!IVzTXD<u<&GS{@YDG{E!*@czNXU;?M{41MkiDy+g_mfFHVEo9KLXtn&dA
zf4JG#dcCLRN>}2jqiH`C-%ZB0TR}cVH=3jCiP(Aq2m}~_CWb(?Y_+v+rILg|q>~2z
z;RgA?Q22*o$v=!*@(-&sAL;oA20su2@%j3+w5c!Fr@sWt0r7{enXk9>`~%<z@_e!I
z<6aj3aFF>qC;njp{KId+Kg^E3F$KYjfqSEHe$jP(pyP5++d)S&oL{UrN0%C-)6u%&
znwp-9s`j#~WN~>@K}j?}QtivH@B~VnjDK)&{=p~t2ReOb{DWWUKe&Ak?#Y2(bKxHx
zP=R>KKX}djUr7B2g@5464<U~u<j#YInML66f{8zrcwDejNIk&3t}>sy0@y=1SXWdK
zFDq`YD@(Q1_Vz;UAvwF$v9i&>c`$x>W8vn*jfd~-zy0{y2cO;k=<EBRe)q~3-@p3B
zkFS04(`%pq^x9`XzxL_RuYUa7S0DfU%7;Hcc>kyS@BDo4&7beS@zb5xe!BJW#~b&)
zzjph{<s07|UHNkV@bjJBPc}Cnul_&w-ZDy(<I4N)E@tR1X6)*!W@ct)8fIpYM#HG#
z8I2e%mTXzFB+ItQUYR7@vdETf*<yRWUV7GEd-r|LdA_~(Mr3AXQNv6NJ#+5K$<E5k
z%8U%W@r(cMy|$}!cYE8;mZlxe4V#-9RzaOsQ8`pn)>B;8Sy0@Xliv^uSNVgbE)P%;
zVWZiv&vdD^cBRTJQy3&Ny;!0ZiPb`}N+?o*R{_FYLOd17VW|H=`3FLYQ{6=(Jp^fm
z`~yKCsQ$zB`~#I}V1yc&FJ9#zQmo2ny98I%fk{C)On=Rp`XN02A%5h=8#m2j>=`$l
zjO&Nb5j<dh0&&Aqp2HA)7pzk;hQ;M>BhI&wf`1_E*OI6}us1-`1THmQe>HjHB>G{l
z@(&!r!gwU+eVmSDb@JDd+y}yW4A>nuQ*pU#mOJb!&gt^W^ttGB`1A_XYL-bFe;QXp
z=RK|B>YU4+YT?TM?04A7siZFvGh~#1U@9)2<AUZrOqMTYE}FJ(Oqw8<aWHwIj;Uj(
zpL?AtZ%q3JFXM)JU%{VFZI@jNF8hh1H}j?EA4ri&o;R@2(H;V?#KqS|Y_)$m$5R#9
zX!62Kr&A=vyNLU|ToLo$lRrXi_J)=y*`hyEY0PgKOw}%s8;D(96*q-6eHn~-<Wxy<
zdB@p0Hff)bd&@~**-YhV`c@$IJDvGKm~^IZkh=}WSxq{nbe}Y2><=Z+DqIGh#XGu!
zjFd2U!_L;tKsC^UaM|z!yn-(y|G<_?_LY$rjgcu5UMP}#a2#GYOp5~y08{Fj8ofEg
zK=}uk#Rkd`U^WwqKS1yc5Pwieq%sKN04roD@W5=NZB6RpmfX93<@yho!9S>FDu6v0
z{sG(+5-E@g04hKX3kYE0ayWe+kKc<31Z+Xi!D+XH{sZt2YNZl19B>Mah(Ca;0}v6Q
z@BlgwHVeegfG>JMHG)tRs2TyH5QKkF!S$6gIjBtN)LMf+(`vFftqz9;gf(ndg9Q)>
z5P|@(0q+XpQ@}Jdy5Z0${{S}(bOgvm044!jpdgr77!Wc;3abmFQ84292Z}x576V?u
znXLXpBL5IKEM?37%vB1T<-W>irfQyO9T?MS#x+lu_a~ieriGU)Q(ScoJKVv!?yyw>
z)5H)b30tFHIsXuYK*Xx_T){oh^%>{we6|+lTJtO1iF={*cAqn)Z9*G*x%@+lb{vug
zA1(P<lKqG~XBIoS*qN-X<Zy*A75|VvOa6h1KQQ_a$UlH<R4!sn25Yy40tSH)2qa)p
z3WDljvunlyf#4CC97_<-KL`XU0Kr2b=7oPq-qB*ZlvMmdFeCp!5D0dudprUG!KR4O
zHC&)-%U{fe;tv#l0RAB@iRJ?bKfuma{vmaple~vEy{mtQPd_vLhj@MIq;n#y&^NpM
zmKXm5dRzq5nd_G5nee0@IL!xkCsy`>qaaxQ2N|pXAYt_%5c(oU)|CSTMhXR2A2Off
z@n~%TIuD@sAQqwigB17&ia_x6A0!|*0jw_Y4@#|BZ}3`dIUY}GFi@QvX)Y;-;1?sU
zO;g<+%LaM@epoXyux=Erf89v`da&XC4a0q48;AQh4)t#W8|>fM-@Bo=XKh#Ks<yV}
zP0dT{>K9bijF*-V6&Cm9<adQ4ZK(f1_y^Q~uu}a8<R6TNQnR7VY^<=Fs_Yh!fT(vP
z|IotYAG#wT0pah-@%Iwz%khEr=lBM4qX@)su6HB{%rg=J1OCB19Ci(7JBc}l2?Bu>
zM7DE`*m$-RY$Dq=83q*y_kxILAs9g*hy(=TABqBNAOuEv_QuKxguvKZowuX5U{^!Y
zwM`{d0%Bhqgup=l;c!>=k?tA@fpHu|V4wuV$$^GbgN<i~n$8Y4pBrgCKL*kV06(;y
z8frZ`NZ^No=3@X1kgyjAd+PRg)$Hx4+S3M+FF^c(hP^=LhYfWFDE?5DyP`a@v?K(P
zFBTRAQ2Zg{9nN+ShFk+dS3ep>Abfy842A+!0s;^S41|IFLu8^LXR3(mKY(UJ$%@L-
zRn>qHfQka>KUA*A_!m{18mmeCi<<4NwL98sceU4D(^-FAcjLa^rv1H52l~J;@&$z-
z4kP@~d<3nD8o&?7;Gsa#0wQ`0wJ^aiMp{peFyaqqAQ6Cn7zh1_PSk&x=)S-h=s!^F
zy)ceK5a-5w&Wv`S8tJ-zxa-7l*U`Zas{e3JN5l4(n$3-H!)2=>_(fIWlJdN%;_zsG
za4_QQ&2qH|T=i~8xedf0EMbEsE5qc~WH=NWi&SY4%NX$ofkY`F`VWK&r@S|aKT!P#
z27$oH7u2Zu1F(gh{sXkjLZBVMNC*re(SN`{Y5a@C8WqvaX^rSL0kues*ND#?3j@Ex
zEHM_ROBo{zkeQ)0uKG_jZiG(ckK+A2oVzJ$wMh>`j}hX6KrbX66bgue?f~>os8|NN
z5lB!2xmc(W3sqvFS}fFvg<7#t55|jdp%bL(QQ;viQ=D#;2uxC;Stc^e0ecWzR8p%(
zX3tc+Eg1oqIUH~n<a$dh!*y-N?L#$#i<%}@buHaGvTpB^oyXT5xUl`iZTl|VbNI#w
zj^Fag$=e<|dF!JmZ+Z0kn;toS!^1}}JapvTLx)a3aNxxKdym|==fHi}?z``r>+aok
z?Y%p8e{I{2ySHq;Yvab-*R8vC^{SgzF1xgJ(S=2m=cdNaj1Qk09XL7McWkKty56oW
ztu3qS>z3BmF08H^D=Qr+Ea=LKv;+gS9(TFjR$wxQ^}3)&?NKTma+y^sF^WZ*Vv$}X
z)Cz?v0ffUyR|o`hp->Ju1O&bmNg#44j@Cir5h`k^u0@bsa*;qLOqU7MWCAoPq%Q5=
z&|VGEwjwVSB(r!e7o;|Ae3@nJDDRJ4D1M7o!NNFS0&Lni!yYEdHV9o{Zxaj}4j_Wy
zW>{s3Sv989WR)+>M_4XCg<j1}*PJ!~K+9dKu{`Hroo<KddPT2*4u76slqltLqx-l)
zA6M#QcjCs9%n&%n#X-CiQ3Qe;_r>`Z=$#M`17C)My&v9v^6#11kGqYyKa&s4V{Vc-
zUikb288xt~aeVOy*r%l|Rd1HmsHt;xd^Th1XIjMA?d<a*?`_7+=ES}xOugCp=wj1~
zysYR?BsN}iKQg^@Y`WY_=gThBMFt*$S#jO-`>@Q_FsskqC@aFaN@n2(i97SMy-!>T
zo%_q3A@xX+kEwH#l;!D5`elAPZRW>3AHzRD9*e8B7@t*K#d7seE(K!i4L0w^)Ungg
zy-u4qh}Q_q@BAD4yPRVxVTXIhIqtAmPOOUQk(7B7zsMOcNGlO6jmB&xf8tVN5q9L}
z!`Mm&em!Z~pW_ovU)9IvjnuwkHZM)zG$i>nRfQkd?TM{|QoNMeWbYJ@@ENwDF-e-V
zp`5-9CVlDib1=4!O{`t{Z#k|3nkm<%Dqk~{vROPAlY!|Q<ZdIyEEt<}l4lh*f8ww!
zzO9LSQzUWN^LbapZfA;u$sLEx9DjRs#rkEoo71N)|5M68aI*>XzmuZ!pE*sq#EIKs
zUnu+Hn8pR`e;5jZixqaz_X1N(r1yx&#ZsA6u9PXXDh<rSn=_3zgV|xWIW1ryd|<N}
zOa>jy&TCXsn3{(HHOM|d>~iW6Vph)3$$D@H@r+mDW6jU^$wUVTcswdt4Vn@#=?_1_
z>KG*KFkk?Nw_q6zh`zx_S7&aFyEkAPAiRZ8q7X?GVyO}|E&%h8DKs*rMh@fvOv->u
zCmoc6RWg}Qtukh0fYJpZA3m4c@9_paJ}|G-<%D1sMpLFvr%{4x1PFJ7??4Ft0+n2%
zQOfihC4A<v8oe%i(B}$g`LhFF8aBgfGGu5qT9s0*P^ba108&Dyw;D_?tHbAXd+jc_
z%?U|uHJD9$1Bh>E<SHfd517c9&ft=RJD19Vi-5NS!Vwu-J;uw>pbCUmsfOba&O;%Q
z$$@YH9S`6oh{-|g6`mSR3Z@i+$rM1jApgJ``eDGRASY~DiB4MFxW;-ucH(mBm+;Ry
zwEIj?oA$S_V2f2W7-j=rQGx;s^&bDo-1o6M<rz_AWwHVP_-ua&E`{+gK>vXnUMh*|
zCb>^|^;dZFiC_N|vlFkW;<x6Py&u;N_!RFvwpGP?p1daZy~Me~@TKr>CN8(f^ugxT
z&%p-nvePggf#AtFBnUD<NTOK91?Eo@swnzJ)T`#{Kfs@{IuFUe#Xl#0YMwu34<l|g
z5Pyi*e@MJJz9IxK{sp?YVIGr}fZ*T<u^^ooJMYO&onV^|ftaEa5HNYl@2JEg5Dfo7
zAc$z>3;O45wiJh^TkOs;wNtX57+aH&nPs621Rr7yT<-WS(iOpbB)AJdG5PzHe~1a@
z8+B$9*CmTUuzd-xQ;}qcbVbOo^E-R9+-FNlT&|Ao0LOKANvWsnu#)J-F`se;Fxi!-
zFLcvaN3*VTX78b$^_hf!V6=r(?X$B9%&Y-Aljm+^9*4g?HswBV3W?(%NX`TWEuJL<
zA!yf>zm=k*KG3HrEfpF8T`y=Zq3<n$4mkA9VX~DP!VkRi%gmxe>7cW*+?Jg@B@_hs
z?Qtdx9*yu1h(K`hFR-r)$AQ&VtCWE7>aCe3zs-^7^_GXS>hg2j%1Zm|YsTA}7xr{4
zAMAz57i&ic){hTv7$4j?KDY^NY;ZH!D6x^j&BJJ$1_w6w^{?yhS>4{byt#ErUE@?`
z?N~|0V198=B(EbFZt(^hUEVqy#=odGSu2d@a-*pX%w#Gvo69ZcN}Hv|VXJf58$8Y?
zzq=*q0sV)LY+q;C*98{wbu;GeiFkV>-o6}fKe2%v?;x?E9M4b$%smt)mhBn>3pv4t
zSsMvCN5QgPW7)28H1|Z<JsI{)MLd8&AO(@*U7Y7zlJ8qq5Li(ZTn+p~S@y<?$mYtN
zE!DZ(Yx8&37hTg>f)Wrk1V($sL6(0wO8AEpef8J(*Iz%-aB{Hm)KJsu;pWpLEoYDc
zXgxX9di`L_iGh~m11-n;n~wrH(ARLNr~UvF`J(cg)^dn^v8}OqbA2JmJ^=Z!wmNTh
zRqjdxKP)N=0{k$Q=cnQiLm~HI7LX6lz5tl3FTkomU=$2MATSWda3nOElRcIfCj3M0
z!jk;Or3FjNi&j*Ytg0$qQ&YaSwtQV(#fJLIjg6I?o2s@nS8r>n0r+8Od+qLyx@)^Q
z{-N;zK_CwHH67|}I!x?HAKX8}5AYyh06!durvqIJc+6q6lOt^aKb#tEJ3ZP);fJ&1
z9bkli=sZ8s1^mOs$sTGqO!k6ZBp}4OvF<aYU8jaSuOI3-KG=S^zwJP8^L1T~fMjfI
zuHM*Kv9_*sWlizY%7TSuxf4a%LwSL|u%|1_+3a`Lxb4L@OODAL%rtxT1}Efjh1w`p
zWQb%K`9dI83dC|87BMja$v_z4hd2ZRKnP|spG@hq`~y_@I1r;FGHE&tcttX@B}Zs;
zkh(skghPrgb<;6TIh>OSLL~np&RJvqCXh=6utj6*Om38oH^#H*z+8e|L7vfAqB#2F
zciLf)3%|m&iExJi{3Fsq0y9J-G$0586oe2iNKOXbD!EXg6bjTrfmSHc3DY5xg;69h
zi3Db0x=D~`5~RZpnkd~YNw>%ZHigKhkvcOJZj;7m&&cwaBVl(@advf0QFB{$&tUWL
z;+}=;M_27$yy@VI9VgcBxv=B#ZTn8&ckI%mXKwq}4flNe=6k<;>;2E&e*bf~-S^zB
zUwiiEyS{tl?ay4i<=f|PeERH#r%s*y*7YZ!ICkubqeq@Na_EUe2OdAL_nUk7Jho@o
z*LQD!WXG0=wrzZ1^Sb*stoqv8<#(@Ma@UGQcP?9S$CAlgmQ0?T9637FyQimPXJ^~i
z_U83Xbt`Kt7grRI7v&A)hPp!jW}mCpX{)fAicA@~8QLtZ%Bzw)6;i8AY?6rJ$+g0C
zjZmP%6cH*>6hcfK5wHvaLWn~ABZX9?l!yQqQHTTzA(~Q{t^gK7lqN+nD{2&GAT>O^
z6pBC)+6^jpHsjG*UE(mO9(BrmO4GrS!f|~v*hdfo_y?wiWp&0#pA)YMECjrFuKmS4
zklMJ@=uX_3ai7lSPd2}C8E@tt(wB>ME^$QwcgT!3e`v$*llUOmZqDY$=J6a%C9bQ9
zemUZfWABRV1Y*0-bcv_gVTNq<B4i5}<Xs;<eguJFwlN<?Z-cuZy2GzG=#6oMIIjOs
zI{)n43Xby7$QSVj;w;A7z>W*p--<t({Vp#lcq3CTp@?sUy8*Jpc7vnC6G{XzTT(`t
z!2&O2Ui1jt5hZzsEm`CslfhD@7|DbQ-{PE{F_%g>E$&n90da?^z*8qt?65uNySzk;
zO)K)Ic%P>F*6fdyw;%g1aL_Rei+yEW?waKelk4X7S!Vmxytb8nP2BsMZf91>GMl91
z&SBFqI=#Yu6y0G<=)9-Z3|TZ)*1huMB#~1;4o!{3j1-&x^IsOG$v-r^&LPuIpT|-^
z`!x43r;lRODoGs+$vfTS%#=5vO9{r{{)s!_s+-2JTP}oOrw|lBZE>G|O0Ey5v26;s
zGehH&GL>d{qSSeE`d1nADOpn-ExEI(MQ1*lOd=%BFmrq&lFlh^iLHqEg)Uktv7cVq
zkyHhid$Wl<DPPL0vNz`NL`!uWmz%Gc9#p~)kwoLCXVQI|`T3bPzBsTwv}CW3X&R>e
zO44)U9F_Fu;Y{`^;@&uS9Ct{DOj0nTuP?4s%KwuT=jj^Rlr1t_1mFhvomC1LkWMn0
z7bE>-<|5=P(T9q57uh}}^OyuakLhsokC3!V{4RSx{C5|>kDX86Y~5`8&(V}jsQqU5
z5k{uQF$e_Bj-5nE`WHPd`4+DOS7VL(Fv*`u^A#S9NrbrZUEHVapX43EYo#-!*jLAW
zveJa40OcP<Vli3R0$x`52**b-11^=xfeKJk{=sB3S{-H}AJ9Ocz?^9UT?nm0jZ^bD
z$u5!rV1SGP`hudyh+z`p0uD~V%ACX75OrXk;ZjjLV=w{*2M)NPStVh*Rup4EAPzx|
zIIm!qpEDVTdmt19-i!e5hgq9LWG6v<5)GDJFm4C2QY=wRq#BuACs*hdO1)C4mCKYk
z)g(|!MOuX{Q>(UQW;o1dx6ST%x&tmx!0qw7JQxAQY_((>3>vLgp-@U7v_!f>EKtkE
zI+Zj-17DO|3~Hw>!{;&uJeDk<E$FrRT~-gIohiehQyX<!dS$P}8S?pav$6{#xy8Bp
z1=%@~KvvN0by@A!Ok<`7_y;9G8XW%sD{f?B3B=9-l?ja+B4hxD0%1rpzyO5M!~Lk#
zAj$z;3eX*LA%!1A@^q0xAO=$kB`Tp*Es|=$6DXEzBozEW?F(W`i~}N5DB<f8aLAxK
z1cu%qp)?rIgq5LS_!gv7_=byZ;r(*d3V&*V?$fNx6nr|s<oQX+Ql_YnB5utTo3Ufc
zLfpY<&mpl;r)>C`3r4@2tS*iFp_mqgt>oDnp0rBr6d2A`U74Yz3EPMe?`yO^$MlEF
zFxd@H|2X_lV_srn)yjLt{BNb)hYAPXEPVHAjK_oZx<sFXf2o+8;r%pQ_8HPC$~z?}
z&m_F5=`sv=GXEY@?UR$|-Z4m7t1}gQ;?Hq+l{A}inIV2B{)bX$Y%Cp#FNL%V@KJn8
zA&<=Fz?e+Vs)5Dd341bo|J*Bxxm3z;abIV5@JCtxfgK?+p%A7a5Yp3yF^1Fq@!w*v
zhU2ZcPr2_BorL%=#+;nc_amu<^#IF1kSH2VSPlV4=uNi+85_Gg;MOL_tnbDs4^;ht
z(Lew{9+?%zJj3`rVKS8OM<r<<?Qbw055gFb&J6ZaFll(k9iMiG5s-{_!tsSd=1Hu3
zNq%Fq9B*2gH^oc{1jr}s?M?6R<r19sDpNQ!NoONURHlL-XqPg@ZKrx1ay(j6m@aX&
zbnxqZwwOSEAciM1IRs9Neu@W48j@E=i!=A6@n3;2Ue4f=DRl951@9M`kK#PB^Ymx5
z%g6QocssE^=PQ|vNC`a9xk9>)g&!FHfk=@@83yc##^zX@LP97PEj`u{(2YGg_Pg<6
z$k?c4(90tEpOjn?`Nzi|*nOs5;CJJpV~-d!8kzsX+5qQqpj*Z94`Kyns6aplR%`?R
z07Qgbu2!p|J8EzkEkV08-|MT)&TcHs@2o5zY^<B?XkFaXv0|`i^+^A^v4M>fLz^du
zwoHv|of_Q+HaWU&Vr1+1$kwrut)nAbMn*Od4R0D4T;J2TrlWgBbNk}D=E;h>k>ZN}
z+@h{fZks>U<n}i>JaslF@DDX+Yn9njX|hz9EahfPh1FVRv(-54buMRv$JOL>w*)+`
zL2p~g2mAvu2!!G7410*VJHzhou)8PX>CN%<5$n(K^hZ1c5jWUim>AJU0C@zkA!=E!
zVPYd8*J#K+n(ZFT_KbstJriNiWY{|uK?D9_QLb-Eo*(&#!r<!SthJ@t8_L6*Dk58|
za<|pw@2D%>-B^4LNI<ld?rkmKPxyyJp#RWQbF{biSYO@ozWU?+4JQV`8m}L0x_+qX
z<WTd;Vbnu70on-tXe|8Dc(}KLh(FX`*HL|KTjj2n^6iZ!o9l}<keC;%D|1#>M3$F@
zLHU7%z3@-w`Nng7V-bja;fCiL2s--%4#Gb~5r}~-?_kJ3L=cGKaBwsyG@cipER0MQ
z<t!}DTU?sIw7hV6MbXNtlGQb(YirBa)t7H*sMyq4xuv;kYfJU^wi<vRc6HQV(^<C%
z_=lc`eLW5Pdm9e)0s_%^u($D0FWfe<zDD35juL|>0;mJvhwF#hPC|eW2=g%lhVa9w
zv9{A=?Ptc@Dg3}85Emx8E>3peFx7Kusu%1=VwV7inCLk-)^%p2^W;$biGjAG{VfN3
zoA-7#T+>mvqqSyBQ{{$+@-=lOD{6`sSL9EXMn(&>`g46<*{-&ry}@U%a9Ini=8)0k
z%`iE&8CI3n2$38ma;-?J5_0eZ7ukYT<FTXxAA8{TX;dlNMj$Xix~4#w^Ngtz;)dtU
zpQ$FxnBy_i%1nz7?LJFo;0|^J2wcEz8Q2M`4p0wJ%7jX(P(e&ia0t50AEtC^k1onQ
zkU<2)eUdBExD4<cVyPJ9A0;4x$QXD77!5bJl3_X<(2+```~z%7>8!y)Ayo0;WQMy1
z_yIHzRB36Nv@~5>T1Hx$QIKvG2^=D!QzUSS1a46}m`j}Q6sJ2R=?;a!sTR8o3cp>S
z?YHFRc}mN}wJl{GgUusL2A6GGylLP1YftSweAE7u_Z+|Q@Tp6Woxk;|o9_DF?f1R-
zwTEB2|Iwd3^w>`ye(dFkzwye$Uw`?*hkyFOgFm_V-XGn4_e*!&{)1a@{{BsuUc7Yv
zg^OpNKY#N1vnQTEbL_cON1i=#@Owx1efQ9wXAbQC_TC*&@7ea`HJiV+bK?`+*FC;<
z&10KaJ+^VhH`XtIWc~7cS1r0_@!0u^!BeCC$A^0k_O<WnY=USk8|y1pRTVEO&6_L?
z59J1Xvb}A7XT956ZZ#AbwPBsor;<74VyjeW6bpcY&<O=dL4X{DKu8b>se<qia*0YR
zR!Pv*Vv$;erhy%?P$^EAp^{Y^<Nd&14RL~zN*?NYG{_;iWm*AfQUL))XA6v*5PL|M
z$k3$J<hUaPlcsaP4AKsivqg0Z6bk|)q7eM)e%@#uf1NY_Io$sApQ7Rfuj%JH2BZ&=
zyb!@tPisv3$hsnvI2fn-h`BP4_uwAnQ`?D7f3t0RY}cI|H_=W$I|z#QjhQ|_^R2jx
z;Gayf#U29V@nd)RAI-2I+XrU6kxY*_MSqgHbGGt{9qcC^ATZTb?3wIA=FP@BLSqjm
z_F!Z05WCh?*nzj5?t;<8kNqJ$KC664dScO69NW1~yyk3<Bu~#dq!N87ep*fUn6tU1
zWasd&KgWG`$j{`f+5d^dmQUkZX1?b1FJ-z<(HTxcMKfE>{HZ)(c%9huS?@}03dfEL
z<A;;cao^0(b$RJI-Se^;_0u?Krn^n74Pw*nGtED-H#3W$W>PF^%?Srd!p@WeSN_Hm
zQ*3SzlKQ<Py}&XL4CT)_ws_M3(e^LueIrYlcwW31MuMuuCIKht&%u^)<B+0sIq8%7
ziSVUN^G2rsV$7#8RRq7fnDahc8(jX4B|K5GEWuSWyxRNnyj9bEi|GX=JWFCPh`b0c
zNfRD{yF#*O;XMMIdWolTSD440#9tvt;_fH$&-lt@x^J<`%ein_4`kwHXFL-7yRoUw
z)DrB^vChw^0~v3U`%3%{Q|a-#vhn@Z*bZu{N;2tj+9X9kVt$3X<A`I8sa@f&Qs*4@
zqr@KOG)IzLaAq$nNgR5Uu}}S}wyjX6u(-h#0rQWY7)YcaxRcTa>2Zcq({K^2qOrCI
z@&NGz*743bD3}VIR^7OTyg`!}6Nl+|a~XgfAp=RSSC5&E<TPaA;Nl$eO@9c+O3d%l
zUx&ZwS~D^HlSm{|FhC$w3U!7y!<1>Z8f^|UL}zdS1z|JUOnM`PUC_wYFl+~T0rdZ{
zt6*>;3}GQ~Q4FlIflwOk2^b&)#^cmj1cHSh=qQ-s9{_%ki4+PkO#OqJfm#VVy%Hs?
zn*+x(l>mZ^Ko=3F<{{Pt$Q@9F8GrmOyb~lJAk-#B9h4%mN+eO?R;(0>I8%v58i_<F
zlVvCr2BpfVR%I#`TA5fa73vh?Otr$S*E);_x7F&iI|9Hz5c7dV1Ehn|V$o+B)M~9<
z4&Dm6Fij;9=v88)PG-_e!E8o_+otik^j@dV<Is8RI=4;lvg++dP#ab|&6z>BGe0|2
zQCQSaS>0M!-_g(n2K$wTCHdKrpxfgxS&TYJWH!PGuBk!ylnk_t;YXFoKj^gD487iv
znQ1f_U`r?ntqu?fIUo=+Tv`H&0PsVaP?;`LrHj-8iB>4pi6AnmTrZJl$W)msjX|RW
z&>{m2;%KPh>lz?iKzBk7p)@4GQJ|Cr6GVf)N>+jcd+CIKU_V8T4*qliInFIMVRm4>
z358xzZxCJa;6h>aHpv<mTyFvgiI{WDG#{*Y=1UYtN3y&+gsC>MDvO!hMM8j<7v9Ni
znPMs~-gmk3$lFQiUNYyibq={2SMH$nkp_i71$J5clzd1WB5}WtZvmbT=VDThn^Jwm
zU4*}rcryRf+3u59!1KNEQj&Z`niZ(S@p$4d@?6S{dl}C`S012N@dnB>tdZVe>Q@~1
z#`%9T&qeNs-c`yi`^IOR6f>Tm^hcSei0Qhpod>S361NlEbz!=or0q`n6LAM)?~|W6
zOy1`Dw6GJ`7vg`EWS{LD@E<D4Y2;yNI8KH{ln|fYlBj7`OOcP*As1YeTrfJW0tY|p
z3{VY+6z~I$!Vv3lU|$o{1QX>e0za^wJyEn}hsK>}s9Z!1&PQkpYdPXH!}^d^fDHM-
zlRjW62xe%QVjMSp+L8`Q{2-C}3Q487oR;t>SGi$dC3Qa*@)%Py<9gCqBRx9IA=BR~
z{glm7aeYg!?33ffSrqNN&Rc;^SyJLU`TSI3G6S{?G_Bao5C=cd%)>8VvDt}to#}EN
zJuT&yfBjVZTs(!;{@a=R>Yvwlk)Z{`Apvig@dzqEu<8wR5p;g2k^`tZFh+4u?CM}|
zhqg+*Ew;kg5t^%!{t3)hApDa!qM#BGv}luti5a6|X<|`B+N45V4HX5cvEdw0UV^x0
z3TagQ0Tt^B|DaSTG+IrjDZ}J4+d>Xkq0e6(4mTGSc2`x5G}SNYY+KUXxpJ^)%}C$+
z@qtZ~Lt7V&Y+p3CW6}7|MH4$0PVAT(-#$6MePVpu`1sb*u`R=+n+8VK_YSV<=v~p=
zwYatw_=n-5ir$=}j$lrUH><(vt+Tspt&SRtt;S-lwg3WQtptM|tG(LpsC7c*0(Ya=
z)9m-Q1bwYpKHwkP(Y)>19%AnHY%o_xwyQJj>Wa8~a)5$B>y5bkz{2i+YT54oZ1(`*
z0jQ8b%{7$8*l?D6B;*;*2J?<(d&j}T-ifexGVBBXVL^@$_=m-L{-ycIKdb`&p(J~K
zS(r*dU<iyl41uw`spQ(`((78w_O(|W=&U-_U46Kx_DFBt(Z2d){S9Ep`x}oB5F2bd
zKG<|(2(%GMzzY@_IMRpk0}+3y+t*pMr@d--YsHS{vMmk8p!~27WFIPWR+NR8m1Zv~
z2`wxPPUZV2a=l|YXd__{NLvhMIe~xZ1OCBJ4H1a`fO{b58O-ty5d>m592m{X8qd#W
z`G?#^rFl!r@|RT<uBa+nT~o5QwiIGX08y~1sbWh@<+j$U9qrWsKkV+Ty|$}vPj~&^
zp89<~_4`4j0uhLYgK*C*|8S(Y5$tGh<FURbfI3bLfVxE+KntgaJ5G&soEimdNB&{F
z?euv2nTd|G)KCJV{oHs5<sU9h_1v_e_ofAX#CmU>?73m0`}|nv8GtAT+m83Q9ERu{
z-3@y>>UOo&Y-_37)KtE{p>%a!$@1#LMHP7yCE=lhU{8*xJ>+N(*lK;YQl}-yYVsS5
z&J3efqc<uw88W3-ECcWxrke>Cj*%^>o*ph410&;K)LlX86*RyelFBd8ZXpp&z%d1{
zm`4XVTyTMy9n#)K=Zm?i;S@WBcEF(!-!K3c3<Mbxk_5nlSz}l%AcCNWD!E842jxNp
zA%KFAV^xMr3Fy#(`WE<FSD@a&#L&X1S}4m7w}QwNj4>gqBQ;7v00IH^49uU>X;#ux
zg02sSSU`*CA0XlaBq-dfTp&=TrBnDJGcC=OmTpZ?cL@bvk<c#|2E?K)u`o*_2ucM3
znZTzI__UIsQ4w-w=7k+)Wuf}!;*S3M;U#@bw=UUoc*}uH2hTom{`PNyu*1EN{OIAw
zUitbrfARRYUVrlGx4!+%+u!-_J80i|=b3N6{p}}z{nQh0ee1C|AAj_XZ#?+g!}tE;
zfxCWw?`^N#ebdW#-tg1g&i~|=Ge5cc)K6}_{>K-O{pj40AD%w=(#d`QbbQYbj$ZTq
z!@ItJaL0@Lx4p1;%kz6SJ%7!{=XR}sZs)r1?OgZdmX(jLU3}k)$-9=0-?n(<($v7&
z(Qe>#4s|!~X{*`MRI#b9bWK&^(z4vi!q7m(*B)@xIZdS&U2cXlOC$3rBzB1HArTrx
z0zDuQkTe3&cL0wBXi>t71EpM|mPs^H3AiP+VlkLbEYX9DLMl>A1PV}TkfnitgK29>
zXNI%__+F%9F+o>=ULo3F&=z15fNpdA3P_#E)2T^;d;n9V!4~-kL?BQw1e8Na=nWE@
zgZNG$+8PF2BXa%J??k|W6xo%Mid=KgfQ#J8gdgBOjqZS0NbI;C8!x8)V*7Ypr*4)z
zm)kFb6hq${chB><lj`xK6XLvaP0IDJyrBwv4ud@;t*oX$$oUU1a|ip?q?>Vddo=~V
zKq-K26I(hygB@A~n4u->)@BBtbN`cdg^|Gp9b&|6(N~r@s*Nv(u@xYW@2(crFIo!B
z{T*Q*Lzf+C^pkAA>=iOhRFQI<DzlP~LV`zwS<b|3KFOpw@!|=I*lXgJ10)D>K~j}*
zI(^pl7*lV=I+Q+xgQ?Q^Q$CI^N_1B;FKr%n;$66jHUAf_;C~MH!=IK)C_uy^$wg;C
z=OlV26HlA@2;=xoteTidj=POm5$Tv|?)YLjQ`MKMO1$#pGghjfmkTsLi9Y3$3qMET
z2gDhGX<))+vj{}I$^#QnJ3URnSz4MPEiE0kRDc^qw+Z|}94^G|0`q|2bHTX-p_rKy
zp`zXl{{TZXI&38TLmYTdK8lVdX<nrhDA25MYq8N;ifRvN^j{1If!YtO0Ro{=sC39b
zSgb~neQ*+ks17!x-l$jUH8RRS0O5d;0|<(u!C0HfF8~Dre?q_oA~Y&y1VY)lOGe0%
zgy$Be#lR0D7>^4<d;rJ?jasJF$aQMD7AOe7A!7LlbQ-`kJxtc?h(RO^nDGbi7Qr6C
zs{o5Az?C4?N@Y5!Oe=*Q_>-=zz*wYUT8TJAE;A?<X0^(qRhu<RgG!pI6dN@%i(ch0
z>OB^d-);{&T_Kkz%jF3=Jbs(Y11N~WY}I8LRBF9krjfvJrRih>vrg(TD(ps?%_w!6
zWnR0|?^Jtia;F*ol)Eh|k5%io=-g&~w%1XfpVM4j)!W)O(LXRXG`wJFWMW{jueH6o
zx~4q8FzoX?%@z~#4-m{kDnsuES=|A?DO|Y+Xo5nehKLs$eTELu2b0NYG8&AAOoJZ6
zVQ6$p73f;1#1bVgcS7<(BM|F^k_@rTC{dVYDvMlgQEI?9XwNV@jAn>$0vgEX41)=v
z4y`^DKnOxXFbD)p0U*c1`1;7}CVvvw3V2tdKEQOT6b%=fz>W;Gp!sp$VV`JkLcCES
z2^dSlhL9-LBG6|>gH?*)fdfArxcG>`yC^*!jm+`I@DGfigy$+@x(#%GjZ6yg<2VpC
zSEvtD)*Ca`u`xAa!pYpHv6VbGEqJ**Fds_b2X@pGJEWRvxRh!bMUV3aQ?Zx5?BN@J
zk@V$gZH)cdgyx=~bVzP+#%3^@ow#hqWIUSL(g3eQ{sFdRhse$l;EF*Yz~h(ji?eAO
z_;;0hh;ilZ>8!6Xi#`L_X`wrDT^BO!#gQ+0w8Y=#a%{>HF`IPzik*Yq>C5W-rT!Mv
z&0~P5DD6P!BbY6jgN}j_%oI8HMPu$K?v2O&8Fw<BE#<wS*>DBP&mqY|JI2Yjtk4bI
z4?N~H{uY`QqeY%8`(y`4_n7VZ_i*`{6Mt*g#!IEk|3z|<*!n;A^<f_1rxi)AxVQEN
z`jeeyi_TWCUC=N75uAU)2}dFeKgTU9k8#)o#1X?#VrWvB?xaSVDi+D(!4Cunh2zm4
zQEa0&&2gd_Px*&r_yYnEOu3+ih-;*<G@;ZIB|J&)MK}#IKO9NHKY+l66uOY07nTWP
zZf=V$+vzUy2Wldbmg1t`>dMjPhJ{^i%lbN34fU)Y?b|Ruuz6}|>%w8+A9gNg`G*A)
z4F50&{KNQ`;jv8vqw9Ny)^zl*XzpHI+cr_&FjQFC8!2jM_y=E|-9`8ZYmM1bZMHD{
zgV|PPbyVA(gn#ffdcDnlUrW%B`~xBo-dO&@1^h#MwzDJb>WsL$a@^e!7Z^i9gx$Si
zq#*jT-F+c<KUkJ~fEZE`LH7``;VjQ^mUkos<{QoSjS(9U`zFG^$%t=3j(=f}e{nAI
z56cUJtBSJLQ2wDjvZ*o$_=oKb|4@8QbLpPevc2sU`#UQSc2^zhsX5$RccicWXn(`e
z{zkL`YE4H6n~n`OA02=o5g?er7)U4_Lh*<C{aqmbP;*UN)vlI`ZB3<{>x<Xd6s)Pr
zTUn6<$`4CQvKJR;Ehr35=KIG9|1cWyq~ITbf&e)P5QPBb!!s1}4Tt>0+5XX-;CNnW
zvLHNF6j@LlSyY<4q%3b)MZt=y!d2BpYif(v)t78&DBaXlwxzjzTWjTx_NrYSHM=`&
zuI;Mb(_MF6ciq08y8S(M2YTuW{Llc{1{eoF0RM2D<sX1pI5pI9dbsoSNatzFKa8~_
z|1g340}p{{KR?lNVY2gv$*xON-GqMt1fut*sh%4_5n`h2{8$I!A6ifJH^UDd=&s+>
zQM;=RVslgi|FEv1bX8sPvg*PG6}e-j;lYAHcaEnu<Y)|7t9;fXmnCd9d5uO}hS3be
z8I?u{K)3|N{Xi{HjEaRs(*fMA(YP{XG>rH^w-zAT>>*d^a7;}N0fTtP8x>$;Eeb-+
zWm1(-KG1#S9|RN*M+yS?1=LzVu|!xP0Pq9hAB4z1$bf%<<9Hj;+lQ_`_!fl3$k&j3
zNM}q4<1u2Wz=-uG;l?l+4;aMb0YwOyU#Ff5#(Mz6D4eBElZex##3T@&fv^w|hKd-p
z;^5DK>3ywGlqnFI1wxxZ=u8)S1;U_E7!nFX0ztMgJuDXH%EY-UX`WtDVAd3QOqF40
zT}8OPt$c8_W#Nj!)!P<tJG}A0#l5HRJ$367x8DE#2Ood=n@_*?^mpF=-uK>p?z`{3
z`0NKic<!Trdj8{=Uij#rp8N0z-}~UjXWoDQsoy{Q#P7cI*t_3;^fymF_|D_^z5R{5
zfA#1cZ#{JD8~5M%+CArAz4P>|x1W6V))T+D`PeTm9r^i%gFidF|CQ6%y>jx}mrq>t
z^08enAKCHKL)(6GVC#?fZT|6fn|^fd#vfk0;f0-RzO#Axx7IKE=9&eMu9~=i*~s0C
z25tqp63{t;_%Ge{`#Y+yX{p#!U%a*|e{o6nXs)k2=xFkot85uXMomPg@T;V5pde&o
zvqY3B!lcpQx(un3<sZOBA(d!>c>wZ31mksSrc|0C6>Fpdg)|NM2M&Q?`ZmBh(2Pm~
zm@xDXN<d&k03$~t{s3+ngdY^t(hz=7;#Nix2x&TG6^4I6WChnu5V6d8;UCD<KQzZ2
zM-kI`i2AIeqx&o6A0X?+;n}nLlcd;}jeme4Hoog*mDP*~`L)^H_pgp0uW+Pr_3NKX
z3Va641OF%J$dT5@NpNTuSDWoeWD!%UVFKgsBiH0yZSd3aqu1C`=QQK-_%9}2>gthC
zDFx>Kj>x$0E6+dB<fag0+!lM7Z1<88{p7r3bnz0F1TrH|XV#OE4|M9CS?@!L3$hIP
zbK)QV!3rSZALb8!pd1CiHcq<#50=OY%>n5Tr}it(n@@6%`~#F-{AubDorT|cnyN2x
zc4NMd%-G9iCgo!WHJ^o>H1REe+D9n=0Q5r|8VTu5R%s$Glf-c0C~<bDrwNGx3qi!V
zq5M-y2?j0bRX}hbcBsxKfgi-_0?uH4C{BQ)Cm%x-l5~z2=wpVK(Xk|L7RY1->OUm%
z4=nxw|Ks=xXC7E>JnHg51qk3Dw3-Y<hS_Ye+ssZh6XhRFdR2x-u2I5NyileP!m=7_
zAUFVHZILWZ02G8g9gK{nNq|%tpb^CA{5T2)fcpf)C4dKsXfRR@Pq7l<2Zcl(<sW1W
z{{Su>{1&*Bg;EI30Kpn`N^OQ(3-k4vYOP)Yll}^|RHhb7k$jL!buxK|T#<?L4oZL=
z3<`OsT&9;vbP^FUp<XJ^luL~YnMI|rYLzyf(xzA1Gn7uF%462~ZN`w(9`Sf`eg6DF
zR-QjA*B6Yq16g*D*KBuY8m(HbQK`s~OSIB-BdB(olmUm<?@;;d3co`ha4G^Wxz{ds
zTSQ))Jj<=k@tX=m&a&J<V?|M4Ytz)=!19Ty^-GtpTe5WJ)PhCBql4`o%~jQ9xp^VC
z#}1MX8jS`}2NJxQb4CIGAd>^?AycS8qd}?BsR;s+VK8JEG9ea*E(4$ll}e{j0QjMm
zNc9p~rbKR*t87ZGOPk@(FolfPu-Or@xgt(aj>jMI1|Z^w*Y0##Y&L_*3|t3jL4eOt
zq1MV&YLM3e=L{@_1j>a29@riBol<E{WFFAc2>d{lHsu2NB4fxxkQ3mILp)PNAOtd@
z0B8qb9u#5-NCI0l40cZ(edym~!`!304}E~N2vDg^QqPcb0o5H=k7O<Yb32j`B%n6k
zLU3)2uMG$ZT^Ez0PfJHJskU*=DBB&S)iPI4l1U1#b4#jsZZ?x$+|8}>p4ATZVkI9y
zO*>plHH@Oi`GcwC7oY3cjgHI6oFh#u+8arcZrDOGK4jS8%@gs-hv+`TKY#-esuwhh
zKmcb&4dUG(0`V2+A7c6p-1Ik-!LSwL1_Z<hh`oBunUK^8#^u;gyWRX!U7weL{KUM1
zeYS&#lihJ|hnF(EkMK0oalqFa^G;)Ws@&VBJ8>ryrw6|Mc{0YO%zp&l{(SXgzXEv@
z6N;BIar-fEFz%J5{#M*YKC3^!?EC|n$|DiXX&m!eZIKxO+JWOASlI`Lf8e!K*nlQB
zk(b*d&%{5FRqDy=bJFJ_p{7VBkL8{CjiUSmgq0V|LHL5jN&$hE$&i20>InbfvDm{-
zcd<WE8_8)cF7B(Y8f$4>)ZM<Uziahy@4C_c4HJW#r-rvK9N7Wz!{Q0BU5h4nPRl<m
zLjIv1_=g_g9|Aeeo~#Ckx6bCO0jUSGmB0^{N(h005)di)hakg0AOaDq|9}z@lz#vO
zg76RBVOI~a-mt4Ln^?%zm*oQf0TGBG8pl5X1px>I;UB!CAumyZ@Qr7){6oaY@DF*&
zKdc1)p*XazG`s=$hl-pn9RC0zFq%sU|4<J6!-1|S|8S%a_y-1oI0C=}QV>l9erTea
z50oFE@WX-by1gj=P`w+#gXZ$BjU}7viq_TSudd8pQ65=Zn!OmrABwW33IY>({;^!|
zD2P8m@C(#`0JOu^PxK#p{SImz|1gk6B_MpjKa50>f0!u15E#fml(76mCCfk5A^)(k
zv21e+{$X!-JpaIlA2|Nu`hix4e;8u;hts3&5cwh=ewgSuH_?%df9N6nJe_q^lkfk=
z>CqdAv}|;Tgftr|APOR>v>+`=_vmh<lx`#?rCX6k6hs>74uJt<`#qoYJ?HoT&dzyu
zp56C5uIqIv)8!*^j7d;6cj3t2^9DoP&<tH*=q0BE*%>))3TLLkbu68Gxgicbd6-7=
zq@F_)WDa<+_>8PjBn~ZJWWW0s6cU7DI{{PUu&5MZgNdGt09)}Lc=ECW#2B!;t3TIK
z#^S*ktHp5YK@K~W1y$V9e{e`Cd!_AlH9lyiazzOyh2oeJzyG3Q3~yFRWli}|D%zp9
zm#W!Ct$`4jpeAb!4=sSn!_>i=5mf2ok}pi{CI!fTJH&=MU#Q;QC6HxM)Gl;8U8M*<
ze)}7VakM@1LAOMi`Rsf*%nLX=qzn4D3`X9ZYMWuU^SjQr^Lx<8b=`QE(7J9k;KKW7
zj=U^}WB-AGkB}h)cK!1Mu-QrGK6}O6d8m_)q`;Fg_G9?Ps{cwm_9_W^xKy`tdWkRD
zb<s@bvJ`kZE<4%jds`{#(uPU+nAjCGkTNI4?02{rVxBjT9i8z<`npY4aRY*{&r5K4
z!?|sg7y6+0G861{yXN`Pe6b5N|DY;=zU8b^aI~k*@|4}N{K#C|Yc93$W4WJjyk{=s
z+b~xVe_2QGCcWA^L9>?`Vj0kbaj#Ys>`T(;-z9N7`icqt#i_Cz$vmlAY^Mc^NWx+D
z&>zLIdvF~BCA@X;53Ou*Wg;{_u^$AZIHHM|GLu*9fVr=H@rb-&?W>Qwyjf+IBDL}Z
z-U~p*hQWmpvtV&@v^p{PDipcUJ5WEo!~?7rXmCCZH+fT@dBJfqOFJH6@Zp)1)r|@Q
zPUM2?xX$?1KFMSgx@8~lo;|;{SBEUrh3(S(F85AWkOgl4DEt`w@ZBUW*?`rK1Hja0
zUST4+{W0c(dMxret6-3>A&cix;CwE3z+IHoS;(CjaAxR247tS6_!;hKF$pZB*yE;c
zA3i3%F!oXT*xml%i=-GBh;WM@jQ6~S8?kYB&rc3>OM7ENd_*hj{I@*aXY>MN8kx>L
zt-oqsK;w{z8(ho~48pUMtVE1gWyhC49?4pMg3o4~bB5m!xVlzP((fY+M!@kHeBdng
zPg{fPmiT%IFkB=n&wuk(Gl8kiMi;&gtHUA)yw_-4Z3`ZU?Z8)4!MqieFl<32uV)(X
z%o_=5oFITif^!2dBae<RoT@0%%wjMU<%)<PhuGu27Ahej!2|NyB=D3(7^w<~`zk<?
z<A<9J7JU!w6nO6IrfZfdrWIA%;NaL<R;7M=&p|-sQ>d5%@Mu@dn>C-7skz`pkUn7i
z`cB7Q6w#=}1?mIApg8^_l|N|{zJ4OC!B0>vepL0I2vAXR;pT^$@r}HXp>V5=IRQUP
z_>o<BnT6v&Oe`hZn6p*?EpPvdh9FF}(AA!!l_TdB^9V0-B>R!Y)X~`ofy8+7FJ;d;
zC-tJ8{CuYhCn>Vr&<vJ!LJP&;-T1?V+9riAjRqCV`GhS5Mm;4nw!I|vpZ)W!HWT^m
zJpRe?(c3>gfgmSILG#Z60ajm%8%sa6i>KZTw_um?VTQ?+@Kq8(h)ZB!7y=o>Zy=*I
zx)Ibkgb~lmCxWFo8QQf(x*ol#n$W5Gr&(%7DOo1M_ntQWYw73-)41iw;@(4kvhYtz
zDIapsd!7Az=%QG3QNQc6!F)no1(P>bgnBU7@%ILGdiw}7<ubh|G@2-hEaKo=Sz|}-
z7Kkmu9p4za#IFFHvk=Avam|0wU?k!!Bm#=~dhZ%ERt1S=%n%KEWyYm64<dy_Fd;X4
z**x^|i~R3KQ+DV}XbKubC99YoE5J@*Yg$5?!yybIVXlAVS|U4H>`mmqw@4XYM}<=|
z2~Tg0!KVmytVbWif+G;D(MWO(>mS?IH@)9g9GWJ|?^Q06OKF^B^(&D+Gf8}UAaSS6
zvPPtT-g5qH6{`LwOX2BOA@uhCaGKM2zFZCPU*Wx}C9u(wej<9M{Tz#X9VN|_@V!5>
zH#)Klg+_tiq{sl5m<>na_5fg1-S7@CE%fEQ0n1@<b?LXHd9ek$4i_)OIA;!;|F8=I
zKEEmj$=0r>lAad7&SrZJ?QgLmZ^?rmKB|A`W;YtT<{U?lv7B4i7=a&T<-ksbxllLY
zD%qP%NpIm#_DsT6P`-*C5_~KK7gM;rR@p3FC3wlF7bId>M1|=~jYkrrUfL6rv*Gr!
zLA20hkx1ZL8tfN}L=JmhSa<mK5u<Vbn;|GRg%mi7^wK{M!66}51ENcaqeF2cZ@~0;
z0GW<BWX(Kv+dKnmWSrH^cpY^BATXZZPZ8AjU2r7xdPH*w+{;Q9P4CU-47%&^ucN}2
zB%=Hr6!F$w&E@HJAW@YUlFUS;MLnmkP*Md%FPTVkAkNdUJ5$JYkr!Bi$)##>UiaA$
z^wCe+>Y9mHL(%YX+7OiTbJqr#NZz(GiuIc;^C@|Rd>G^}K8wiC0fop3;B*EYY#V?-
z){^)-s@DiGPD1eTIbpP4Pr(vH`+J(OA{C&7;3S<YUfl(nd>m?s+#QJevZ(HqXYg#t
zS!Q;@qqFW>1xdCB{Zok<U?{@6`c>nznZp2b&AW_d_q1?i)<LJ#yyt-4TmqTj+n4Ht
zPz%sMC|CPi`ePY5=?&PK8}up!iBm|v3ave?n4f>y++1q)`o;X8o7D7X)hD0G%0}ED
zKWVr<$IqqGcF*WqcBwouB7Lys6gT}^#OQ*Ey?#*>r!8bXL)W*r<OU3D69rDnL6;i<
zr0>e@MtzAl3?d3j2KdB7`D@KQSV$B?<pOGi37Kv5(2%a>vrUMF2YUxsC`KzL=}_k3
zvDGP~K)i1ii9<gjg5B@^y9tMAE0%=ZClamHXZ7aYV2KzLP9x$dDlmc|o`6TfS!>u<
zs)bKqI=bBn>R)%6Hor)duaXq{<LNs3`AO8<&SSK^_VUH=xFosrvlqhM7ya5nSAWgX
zr@tgI=szE^mp4q<>#cq4#g;JkX4VlIxSxsiJ^zLEyW7TI?`dNX)1jDaZeh%B)FkE<
zv~s;MR1Ob1dId!ue}o2Z??V;tPNK9GPWtX$bzLQNEC-@yy^nhSO?1(%v~8moymJF@
z6K7mjy!Pf=O|bhP6R~?grp-;|&SoQ&U2<hnTiJImIe)HhF6O$t0w#r%OwaeGm+F|8
zum9pNnEmOvzV&~kfIN&mK6-ik^D=#9vGZWflkC`3;@!7~l#jF&dHDxjK_!1J%+G5t
z|4>lajPjjx$2Nl8?wl2E6Gly}CWgg!l>8F3i`{rO-eix#A}rpEQdDn2UJq&q8<nu7
ztCU2R3_$3qyJ*(U5n9g-u(&9Y$H(No2W!B+Eb_#b9>dDVP9aD*09W~I9!v@}ol_{f
zY79O_NJs!oNIrPD6bC*=h86kSiTr7M0njt1N=3F62FA>@A3gvM7m~zKUyq+AT|eQ^
zNXMieJnG?|3LjFq*2k<lP~`=Z4&H!(4@voIKH<vXq4kMgh)GCSmCGaFgG7PdsD!?p
zG<YP4N>A+Yq?(6AIUCJU>s#;Irr;&V9$RC`bR^0|^sDVgn$}miYeZZ|U5U4n!Q}Ip
z78>K|FP&DMW&z;e<!$id$2VeUwp?G-;J5Jv5p+C6z`3DAt3rr}XVq(o8$j!5^i%q;
zQK``;sJ%ofmW-bm8{8)hi&F8d-&J7dV8Ai`@YAQVuMFS*p<OhGla}#-8H3%W=zj-|
z02Zg40uR2L(F?YY0L372Pw>%c{EE22)5uj6$e$FWNE+ve6Qo1Ji-jeZQ$3*@p4K75
z`$8PuO-l7}RVzyy^g;vYwGQBpPcWenk1(kGRr${^YYa4F{l<a(=c+bwE3Pisl`@al
za35Aw^%As!AMR8iN~v5nO|%fN6{j#z{VQAiWg24^DAzQ9ZEVbgiJYal&w1FxX6I0*
zMzuzqcay7>oZK3E@Uod-d0XraQO(!rQ3HrarV5%<x;r%oVf?m&4PM?}U(oWUq`RrQ
zwxqhOzDcyMLW-aJ8vwL=mNacW=UDSHT|>~5L7yt=vy_wY*dsb?26y}$rzDwCPOwx-
zP>1+8z>MPg$WSd(*1=HgpNna;HMZp`_vMjvGq!hLIV#D_eZ1Cl-%!{{WcJt6OMQJt
z5|GoQG_~Bq<SI_9`-2C`Ya@_SEdfxEoF-Gj_l?zuDW706(FW;-bHO&DyW+iYYX?0d
z95Hc+s%P6HW8_(a()HcKkm}eCaax+zOnnc1y{n%;y$$A?^?!-KH_QN_a^Y;ON#OU%
zF_Sv^g+GJyA}P%%I$@ug4WAWa@Slk{aw(mHLK|=hL!OIR*pM<R!hjBO45ot#iTs+}
z06;8FHc_DW!4~93#8hWs>ozu~J6d^i`cbCLhi=P6GWsDK_|yu-*B1Ra9m+phe9-v8
zkZ45j>GdYGp#1C4G3zMFuN!;5x~=y}*F}e*KVaefpR%|l*H^9TUBAu`fi;+WCIL@s
z8h4M+Cur`a6qkCefq;x2ht-2Ar-#RsUOxK{#UH@p-Vc4_2S0P-)mNfG(Q&8gQ^+jO
z{E%WtD?L0{quzcn;D2u8N}}t3i*2fl$;_VT+Jdg3e_QSb2z<wqo`Qc%uQ{~%EE9pU
zc#ISQQn8#eKj_V{1}M+GSx)-t4I=hoHfyEzw*c#w!Av*8$KAj+;GQ>X@!x|-hd>p$
zF(KtsNf?G&g`_j5l5^#2kdF~FY-$>J6$-&9^Whz&O(TO7?|p+0mugBxm+z7rgw5M}
zZs5^=yzekJdMv=tR9%(p<Y@e7uGtL|YF>aED63o(BzxQ<$hg#I9Wa+l5{WdDYI{wJ
zii&am`wp$Va#mKWDpB*-#xsoY{?c0iBV@_<2S94HLv<owW6cliO7U#Ir_5N3x&~=S
zpHtxv0o@rudn~wNPu4aqf{CbNU-(5r4Y8Z3t#4!!SeRE9+&CC7BJu(B;0Qh93?vRD
zl#X~nEOoPxcu-0a7K}84oC=PdKF3(9T0&4!&78w<Clw5<H`59DVi<m~bqc<ft)leM
ze?hRW<MQD1jdE8t6(sat0M0mw1KRFTd4``5@cBW%w)lIeYW|XSF#jm~=tu=h+4Yl%
zNXjv^7_Cfj4GM-5iL^&mN$wnwNco}Taq*_<3Rp#qFsvI)K$Vj$k&;hA4H<^hYzqmE
zzj|p_-`U`5qd&d(VZ9mXww;{>Ru)Zg@yKL>{6a9n7Emq$yb9`m{I#g=ve$#bx&>$;
z5%6+GIatU87wh__>74uw{GgoStnhr1=8tdv_X)BzQ@ZkC<PLz<*^210kYvS91=<(w
zulsDbJtr=j_5!?hpD|m?T?x1Cd$qe2^V2VzOWUlJU(bKINxd(j8dpWiHR`4o+jx71
z|G?7w#gy50<9mMrLdqAzP9C;zUV3J$MQ?)ogGI7(wK2Gk_p5n`(I<pcNCXC#126gj
zU#+|Mq2YTZf)Hm4sh%9Xii)yR)y|w&<$qA16#co1Js2ozl!Bo&FlBX2umyv?8*h4W
zuMYF-U}U6LGLd=&9-EftQ2lCenZcJ|r1_dhhU)mbRLNko%HBGNt^KC70kG-)c|S__
z<H%#8SD7`;3+?{neKT{WU$)U*+Do?^Pm<u+n{#38*5e-Z>bA?>InyzEp$>VQxq`ve
z^#oqk9e3W%wIVNCy_eCqvM!jzLrKhK)g0z#OBgd*C5)8?Qm%qdwT0zxqmJR{-_NxJ
z(FgaS$g9sudA|P!%At6ewE^y<K<wv^75|OP6?vcY<D;Ha@2jPgjyltTtE2PdW#7vs
z*@;g7h2529zq3|JbL>Z^B<$9Y&)z~Tfw$;2^L*KVRbrrJnPzN4+O1g!rrn&m=Q90u
z2hz`aE{XCGRSwhuzdNow=HB`^Z0~(*sr9k@o9aI&^yT#ss&q)XoZBA^ZaF^swDMc;
zb3>VrqVbVMkin~rj#+2H#*d_9+4I>l`D)Hl!yiR`%T&q;ZHWc;doy|H@Fm%FqQf;)
zbU3LM2cIRVRHOzg;1lx|H57$ASSaZyxkb}k6Hsi*L%ez=#HZ~EL}``pKrC1o2onN>
z;J`)D_+K>?2`79vpaq46#8zkZbWZH5vx+L;K{7q>hE9c3y%lVkrwd#T`LK`~)+8@6
z^^p^7r%X`inA4-z3Y~ua=_S4BbqX=Fgk`=5zbC?&oL_RYtk`(#W7jlAzi(rgj2_=R
zog3H5w_thwpq!-n;m<MiOH%2Uzo}@7(#AkSwUdw;DhnC;&h-&Ch{sRzw+u8dIN9wk
ziK*$tHF^#-B$X#L@-p(nWUu(JCvBaTK<}R23qRo&-3d!8qI-2g)yjR!bnn>UN2kn-
zU*C>1Cyp`k5(98?Y%*6cf_``R6pg<xQP7QVmi1isiTeoH<41<myD40agmZ5aG=2!Q
z{_ypRKm^wQVhDfJY88a05o0o;EsK1oo0T4nlMZ71$L42_P=etpmIztugR*Gw2uAfq
zNNOeM#cF8TW000?r@}zvLru5?=Lxn&r13;pl_IKf{;&!@K!HjT6`{lhcra)MD;6g{
zobl_eXoMNADB;U61D78*AN~<FF569rd=S;L$k2)#w{y>W;Fb2ktC}c|A#p!}E4PoB
zdtY?i&#2{16T>)V+An)G_iVvuY4i5tA#L$$B6ai3^)JI7y&8TCmOfCd8ghB$OU^*q
zHCy(4zKO5HU~}Rp;n>&u0fSY~OzZ2a^MR-LRS!KkotsMqB}!`~>R-&8y_zvLUs?M7
z(|F~#f$5x{nQ5-ME_3XLPp503q=|^K;|y;At!Ys2%am=Q(dNu8BQoX4Xl;D7GV#;r
zG@=skiEdww8a}-^Txz)4=r)xET$tO}jox{($Zu`u+hFK&kLP|Q=Mye}|AkLgPX^|L
z;t1IscWhwsB-BN06vI{{xFI-o_YgSoD-;}JH1u35WixzY!Hm;YVxD$HH6sQ3AJ-m=
z{WELiUDy>MC-~%k{!(+a-O(ZH!w2p^vUDC^!Uwxd`#XCsZ=LHZ>v(yE6E`BdaCMYg
zb{O(mdEhWKOc90K{{aV$^YAH7Q11>tJyefeg@Aig@ft)DhUnFk*imww0j<WR_2<*a
z(OTsK$R6>;n)j}h0D(mhX2ia)Gu0JFB>G8RAvjV@0s*5xW7WKXVBtwf3kWf(QoR(x
zdpsT$4gTN!((2z7J{zvKN;Q(YrNkyev?t*>v4|zJPQi|?efMCf1<r87sMS4=KS$>a
z4cC96Dtc)uXQfHVhvf?RUb`_vV{T__pc~rX;@c8z<~M7);*U#5>@(fvG*$$-oVOJ;
z{tHQ0FSqg|z*Bg-loTPU<oM*xC^>vSaomtq`^*tDnBxu<(D7f%3_oEJ#TJO32wPp8
z7~dS0md+TS)h0?U%-rA0w4t8WapnHxP(gzd(d}6B2)Hx`S6_H|@!m7|DGEeL_}KCh
z=|8B2Ips#RZf2pF((xY`_buPM`-QIVii+N<*RIM-p^3AbcS}`Kx3dWpp{Ri^LiSg5
ziEqv2TJEhzai(=-Y8{%%HS^!cP9>rT`ajG*+<=adU?FeaKn~7F4rC|bS<<w&e(Qe0
zVr=p-+~?yRIo>qU4cK_OMIadHAz8!G_;CoS6y&fPJ_c8CV`swcpS83<f*yDL7oF?H
zJwR^RoAi}b@ryL6mG}k&nJ)=;HJ99<PNfru`&o+a0%|}*U`S_EBS=ysJictiG9Qmt
z#w6bKn^LHDFvZn53w6~t2e|kTVG=*xnf?N`J5YMfu^bc{c-KcY-h_2kT-QUxY1$pG
zJZEvPT}>Zf<X!UV1pWS{+o#f9A^Z}&4%V+mDf8Y(5^K?-zMbC{w<)k;R&55MN^f;q
zgTEb6O0^qfa1qgFa7_g8E*W<hCcFGkcv+5CW=%p?0Jr9ki;IWofwx8f5z>O80K}xi
z2tkuXkHQ^-ey~4@n^8Wrjg+0F^v->7C?h-T`=;}JOa%ncq&Af2u6ditUXY_*W7eQI
z)Tk)04Jgse)hNmf@dH9kVb>dfM^2R;oXXf=o<pM!q;!4jHw`&!MLI5dJ@N-{$^SS6
zZi%)^ue==-WiTn2C?6LIPR`9a0gJ>^X>2G3p~<oqqeLj|PF!Yhz~s6^i38olr^4zQ
zj}Jls3_|!^(GA$D5~8K@lns(vA4+cwq39>oE$-s<`c9-l-Ofr(@JU%|j0~6y6tEOB
zXKEC15Wpb2>RST}0(HSuv^=+^-^1-SKO?yBGu+o@8Vs1?32<mL=cO1957KCV%u2d*
zpUP3~T}D;6_>W%(@(-sQ{qBmEKrLo~fa4Xkdvltu`*hJ!7>&NFL+?%Y1YzMTcc{AK
zz_Tkb_M`_Ic!q>yP}tkmFzoeR2NHR8h`m0n!(6rY+~luxUSFB_U{+kZZp?cEuHiwK
z14zQVsLZ^(zj2f3wd-;P-^&<nV2}R|*y9(Mv)t^w0tcW_T~GzDD^Sw%Y2QF=(8=of
zG2C_L_R7=`yUeuQv)zB|osY!Uo*%FHUUn@^c6tLf!HV0Sw`6|6)z^DHU27;8peEQx
zr?gH!!2D`ccFB`R-DKnU$aNjlabI=2SxqJ-9R}^5Owe7r+)d;qXdk`2N^q`XS!_Bu
zk|1+2QwZ|v>s?z*bZlp8ZJMpF6*e~lD56jYurE`<1ZjEAl-0<@Pk#x<4qcnn?}~Uz
z6p1v<u-7musuHty6CNGn2tL5aL&d|foBUP0fnyUYa*rAl5?Hl}fGnyyeIfX>6zWBq
z;`WFDNU)1Wl&l$KP_pt;1*!MJ)mh0oOLwL6LS6+zdc+zB6&uR(2^!)}XEh9vL6j4|
zJ0E@+r1P$xf_*sKA!6Lm7V%~WuXEl%uKn8cB`0KgJEgC7dD}J_uakG`z3Lm5$wF<F
zZ;cv}|3A>T2ngID&B><-l2OoqolD=C{VJ(PX<ed@C3}S?>sFTSuR=FSScZthU0Lke
zFV2m$>%b!ZF2*r^DgwNPMq`t>!A{t{J^CM^f_wki#xkCTJbd-WlJdc0v4tx1fRnBt
zW}<BbKE~%bX&yS0e;Xf=sxxI3_=4A=<oBl}zn}BcaT~j0FMiP(-kbQF&&$I463)r=
z)79gu{7af#;g;<736hZ11=wVKLcp*voI4OC*aGvgfmHpzD^^E?y2?8o{Ck-0Ga8?Z
z_l+J4Hn`bC4-ITBEuzYhBk?p{&UOs%Ogrgq@a>4nN8rgUux(6V2m3pP(h3I>e%TTT
z%m^2+Z51ZL<U|`CVChvfG}HqW*Grn@=wNi1I&LV~ez#tqB*Gy@U62M3uQ0qur-VAD
zSy#IH+d~J>M`6=8pZyLKgGcXq_~Tm$)vfHF$}9$DO74(Y`-b6a_a2}5K457b-))dF
zq3xKlaxa`;GU)iWb@C_Il~DNL_ko?k$4Q6tSI&w|BH)SWh1|cV8@}?sEZT#c<nuL(
zaU>-yaztH|?-}ap-E%J23+iMf7xi?1KQ~=oF@Z17w76FI7xe@-m3x+SIDa9leqGYx
zUtR89(&%5%T-;H}0Er&y?C-arEg)2AoPPaNR!racGJZX|xNOSMbf=cjHA79n7uWQ6
z&DiOuGj#i>09(UAOn=|j(mtKJoZr$CowmHkLPF9~;J0G$#nY*p)@8S|jcL=479sQQ
z`ktP~vUY)-2lZJAn!ZF9U@KMu?9|BM%Qh9kd;FGx#MLu6VZphOJ$>HkicMI8<*<$|
z8@51nM^7zxq<Zc*1p`YQ@4>tDNac$mRZ|IxVrOSEfB#G{MGXU!xvauxFDtj*sS`U}
zZ^OVBfyOrW9Pm(d*f?H_ir&iyy<lpc{N!S%YDhZZ6)GUw2%}b!3wO<lR_cw%p+W}#
zy0YNG#YKKS0ZYXMpWp+x-IS_!{3-<iu<B#cxegIyK^G)z&{TxrntdTS3z6;DMCbs}
z@=_CmAVR*ccGD=meNvv`>DXMau3+mgfDH4_{vULm=tU!o{P=*n;8FQJyzQOwr;W{4
z8$h?B<H7+<^qw<Y>5lni-F1_qm7AP5H}xOMj=#a={^Rsn;iTK(zBRP^LW2#iJX=^y
zoaD^4Js0}IiGBA_bA9Fc;_(k7YM%07YXQfHjoT*w(n_rGHg2YnC~;l;_M?9}L045-
z+~rT0g~T`lZ4O>-nO$vn-OFXT?UcDTJnP`V5N3N@7)2W&{|$ZH4~LyVYylS#IywIV
zHhB3#tw5UYy$9<<dvK9l{+nTDEMnML8XaRQtg}!3T~S)A_@~WY{G%{V3-|jdJpHwt
z+5V#CPb1T1k*cPL{2>3iL`tVD`eiwZ2AeftgMDBm+Tyrdjf%4Ah3mD(r_WMsWP01u
zHQfv(2#vsh^8?OL7(^UHn2&Uo^pkt4;L^B4Mhy{Ebm4Cn(00uDm{lbhKFi|PVk;{<
z#hh!w`k3xvFmx(3kwt`<oGSPPGNFLLLr(;WK>q|o6LcZUxO1*kPdQ+6^myz{*HOHy
zP`2fvw(e42%zeTTeF1EJp<HL1sO>9?Gq4tM{MHZo8XNxwKETltN&sAQw;c|Y9&-n_
z)m}(RMq&lXIEW?y=U}b<k`D&0b*}oeq`4YZ*5I7*pT5w3BkotaH2=uJlPAh?56@IB
zK22#4L5os^`}0Dayv>JyjsArKaF={KA24x9%I1TObFgm#7Lv_3rg#^X+F5EtILeFF
zF>Pqc*o1yCx{JDWh(-dOK)QY~30iq(8pEaY1_yr=B!YAQ8D*31DNtcdBzWXA9V!6c
zU$4&n0~PKNX#0dP&VDz7;yUVxiPpoMtxx!^Syng_5E}Yf6)>Qp!hps8k{Jbhpsei7
zlcKaL7+E1?Vw3_m`yggSzxVwjgik$e#o+K^db?JefpRZ#LC12*v@M^6NCxgk9vI%6
z^U#<ZItgFp3$92>k$F%zBPfQ0#XAEN%W5c|;C_wJyJYRYS!ajz!t03%K=5EOhJ88@
z_7{vCd!xNW%*g`Dj68jh+01!3tT@#X5J6(%SU^(I3)Y1!;v-D)-jNe(K4;8Q%PC7M
zVcKA;(p}fnkawum7QEme!Yv)ntc?GnRVuyw^+SJ1UZiSV)T6iN%~+Jg_FGxcE6Jk(
z^pHz8>gEc0x+aV~-)>#O?t_r%+s9b+RTAa|4h=+Kf#IlI(DB{j)iLI(!v%ZgvV61P
zvaEty%az1n_UAB{vsFmn!*neAIthDM4oA&F<*~wW)KR_}`VtPuZa{mkP|&>VuiV=3
zv(q$i5E>N-mG_#AN?N{N8)ywgtqMXFT+gEbdEi=LrULp81$5b+>hOpRy6lM=kevv0
zy`2ZYl|5e;EJq^GzppI$+;wC^!hN>aKbxD&-Bgi1UY0}dT)0OC`EK=2Y9HS2#>m6v
z+HZ%#7J6E}M_<gnMQtTYfSt|WO|}mOBXV#FtV-Oq%|}}jZzK}Z$@t?U<J{WamB(3;
z&ENE`8?Bkh6>=wP^*&l_%EvcHh!WG1gs7<4>sm63a)f%c5pTi(e&q=`7|~0Lhu2bQ
zfNv}uY(d5s0J+R*j|(Tq!>yxXB(tjtZvM*(QCHAOW5w&E94idu`1>~FJ?nq6&msyt
zU7}!TBZf*)s5pXuAmrZ6p)2>d0~IFO+Fu{<C|i;;UpHyo(X4{h#Zy&gN(X+S=<-K&
zHe*G995gQe66=xT6-ja$a1v65<`_twuj;?9+Lw|6@&ti?XWhDyzbmZ*h~c?DJu0wH
zXWe>eB0~M(X6R^AO8<(mj(nGZftBISGZRXmRj;gT37OFha;MedC_5R~yYOtJ$UIZq
zO^tL}F91^gaJ7}?VR$wK3>ScJ&T5H*ci>JtrNr=m2WMWHj=+Q0@dvxqK?flcxNFd?
z9lGijoJC^mC4xqqjBMaFX41Z=a+|#szesHls$|Of__&~kMe@0Nd2RiH2nEkXOmf@(
zH?<sFaZ?|GzZ)?4E99tk1Ysyv*{0HPBhg{ZC=gq+qj(rz*mrx$j)V6|kw02~_XbOX
z?Pwe-Q&k#Z>tK4c5_u??57$AVf<UQRr-T(9rU}D=D6yyPY`R5j<0?@Yzx7u1`chO;
zQCn10T3g%PU07OM*w)fr_^GU=^HY0MQPG#`>iQC?o(d6exUeiYH^1z`<j5tVk{NRN
z@8lT@CmZ3=zeyss6cjaj?0R!Z*)x9BIuG+9NC|We&z)dy<)1s8IRE0lG{IbsKfXD9
zF7^D7RdVsAndp>WPeH5WuiqzSoMf#vCJlk(4Tp}I&L*ENE{aa?zbJn4Es8FQQkda^
zsm!AmJ3H$J7mF`l9gQuYyT3FEFn_=B3w_i$nX~)Qp)ofy)oBCj5GUt3l=ms%vBqzs
ztn}xM4-GaK7ODpRn(FV<UOrfAKB_(c#?p2e>9QQSaL>GBf4_AF)B99%Iba<%Z7SPZ
zXY$$FuD-RfTLvz9;PKm&u~D}+GuDzM;ThNLf7NnzD5}5$p};f9n66izZo8-dRV!h>
zK#ZxWj66a5h2!{7nRo_;4$gJY^v&QRRb!<4Up?)sk<Zf?FJ6446<loaIV~e3vqXOH
zozijichq<GwA8RPklOh7C7w3zWhU-B?Gn;xjZZ|zU}C$_lQ5iB5cQx6Iq397Oel|6
zXg&TWbof9lJCX>4n=6QT9E~W(^C+pL<$pKM+JQ?JNzaWBl0Naa_)cOA@bKkUP4ScD
zQL{ktfyP&&JS8S5E~b8^3-MW%k**i}rWW<@iT&~W-Qpk5e#Xzmv`87TRGJc@5rfbz
zAoevJL8QamDo`o{W^bm+Tt`LeRX*hx|KquBHtVzwER-Rtz(gY?2?0oPe4HN#&~9?e
zI;-e*6-Z~KprAKyNO><K8R&~2<V_+_G=BX1>@DDQKas(iW^k`%I^pe1wA;+cQgFXB
z9m|lrr8&A3o5-Kx1faxgV!&!)jp)fsx8Y4KS@B+GkLSdAQ~)lMT{Yg``g7?Mk(SL;
z+X<VvTEVQ4_}a&|b7ccm4eb$!U4znnb{oPQaQoI+Iasc%#s*YpgSkvo)vZ*kMt_$=
zCT+=r;?Gh9#^UL-xBl-mke(MlPi9i{CVmav?SG4Uq@D2ARI0^!nw|<tztZgCCTZkw
z7v(9hT=nNRL&8g_;w^(<4bUl*p+L|xu*4(7bj}g@d#2}jc&^c!WJyTZHYT||HQ_Tb
zK?n|M{{r>DCW0l4_eeW{YWqfdp&=(45zcJ!z`{6jLg0V(gwH2p`uqJ+vrvhQ(31|F
z5PFjK$BhWQezCm6?6J#d5hU2;F!X@i1~k+$R(W6ZA;H(Ok(?R{U)enXJj}|3R~)a2
zIM}cFGe=_3RTuYiyj#ejx#GH4r32@nkXjtdb6wxq#@uh_<Xmu~y!K}gtxt}|NfCww
z0fD43cq=~LF5+{tIe!_#hv{(O;qrI$N6X1%)<W&ZcOYP`6Jn7J9)SZcRK;h&7B~tm
zvI(V4-w=#B0}nYmKAD}%v_g}Oz?%#Ji9{hgCl;{^P?tpxh7e@GFT!fLK?@bAfwq*|
z^WvrLZ|#!_-uWMQWF+T3DZfY6l96@v2?-sveJNmy?*-1KbuRKC#p|eLrgA?!bX;Tc
zVK1B+YNzmH&ZD4wt$jk~3up8=fb#zn`6In~2#_Dp>1`xrs1T7Vn@V?QBsWgj*0_C)
zeejj}Nty5qmpKPk6k(!`HEF>Y#cN<D0wX8L6(L%Me%nHy5yjnqvjHudDK@9S1Gy3c
z;t72UP<ErJ1ak)`o(&NnZU{TlN?=h9;A}&q3nxS0Sxz;vZrsNYK{OFgt%r$3kbYLz
zXsHK3hKO?8$*9=rjjAy6irntv!0m?Y{ocKd6kp<?GfG#AdU-Ib86cy95T=k4BR%W%
z^i&PRAAe#H|F-+hQeoq*OXqPUD8C!K0KdLW3c4$v!=7v%WB0q@m`QHz85Xm-f?dhS
zTwpP$N!Z)d$H?2&E9Bjh3+8OW9J`s@iaEPvLI!Rp^n`TX$!tO~H-9EE`*iSYcwOf|
zD6pegG55P%2|CF|2CnVG;kPyL!0pe-pqpv9!u2YYrRO-!W%2y9*gFV4<qU=UjD7<z
zqEGK61Kn1h<}dpH<-Rhz*>KEMXxk=g>JSbJn2Sg{2DpUIw#z-6|NL8XZm{$I`#UYQ
z|CUxbTF4u0zFQf$Sie`yP<)eW48#e16>(qZXc-{i^!oEmc4oq(?1dI@sr^jfvwNVC
zne5}crH-Jhp4+3q@D}oS1@?}0wz-}h`^*}TZ=HOuY~jMe5M=fr%>2(5ZSK|}(YA|8
zP;0;!<jn0orj@0}qaPE$>fS!M{adz1H+O;c)1OQmI0Row<nLAFz7<$_p<iFh;r}$x
z3&#FgUgHJRJ+n`g(}bXs>l?e0b)CF&=z=L}whV*TqllvegiUXfoif{e@`1CumwK`q
zL9_%Z2@??gj1xyZg-7fZOH8+dyO52uS^!O;BEflx4W3n5=L(~LRmj@5OxT}_6ro`%
zx(=pl<-`VmcrK5%pl_Lcq?RSo=JHHbK;na><fAWRZx?bbCjuH(&*fd(`)rZp*WDQ1
zynN4?YLkrn*eDy!I{c1xV1%ycqoIX?^{pA4BNqBFvWx6_^L<R8$k=uE%3MYW7xN?I
z4I!gy``g`f@Nn&7e5et6R-!xaH!BKqUSnB$B3z;)zhmwmfi&7+>5)ud4vf{PJpo@m
z?DWNwQMda#AL@K1WBP4{dmUUF1=XU3sFC+Ofj~6XdOvSOU1nj7+*HwA;Bjg^-VoKX
zZ6%EXe&v|9`~RND1IQ&KANHS+-se85ouyd(kq0raKSc^|K}CR{X#e>eZF%e}kv;G4
zfI+ycYJiXq1W$VvYQ*yPnE+j6+P(BO^)e;b?<p!oE+DQ{{EV)&Ff%QG*~hZcky409
zAaGf6_`vB^su~ghi@#Q64Wj(9q>NR3A00k1RaG(Z@mD?393>?^Z**_4FjHXVeaNLC
zL`tosq7wP3KfUi0!p06^5uM+oyGF-ji1NQhX>`$0$Cz+jQjrFR<3U4uqrm7eZtD)6
z6W<`b?j9Wo4>eJYswRnUg;r69vM6y+6S01fu1SqhM|qjsQ^VWD&ud|?9x*SrTdtHz
z$j&Cbr9XVI@62T9vS<HkzoKflqUx}s#<{ZEfrq#1=jJwNd8vw;Du^(`$N!pCZd0x$
z{_nc5Rn#r1m2wxgo|%S&v78djCnaRjC!I&|Pq{kNvQg@z9|j7aEq79i?`h}DpB=Q_
zo6M2F-kBb-1#4+J&o|llxK^}%{#;QHljeOW!14PDo2Tt*E)e&&r^f!-j>C`<2I1iT
z5GIzp(GTkotrVb>`8Y&yfa^n}5JmV(yM+uo#v^B>tKHI*slHjK9$J_E!Q@r)+;jbh
zi$CQ4%*y=vBl_cqoQ~m~v9WRS=nN+pcg0UC+!2H@)I}S2<=0Z~+F+4rP9M52WSv+6
zoV<-E4gZaYhYKSp5q?)VW%)dvKY`>3;zvfjfwfqLI<Za)5ZDZhix9Csw}*v>PHFSN
zNb!m!gT*0*V(w?SLuN23TiR^p3ldV{EC_K99{wx?!>HJrLuluN)kmMReglfs8)jTP
zPKiaSCvUB)n;0WMI!=##^AM2P2s#6wTab8L+O;%^38x@MQouTGA!7kU7b!AqX13jg
zFQ~`}`uizE>!HS{NJIp4`uV)7$HdNVxq``uJHqXt%}u%2v!s)`i{`Up-kHeWaD1;Q
z5jIHUFzLFoP+Qr{uQuZPZ{3B5y8>2h0)E~ihn47TBamN`@Wb0)@ICQ+LyNVTepaZV
zMgWIQPh7X`NT?Kh`M>&UDtQ9_8e=>oz!6JC)qGQ}im)>Y_E#KK8AGG-Em_nWl(T2(
z^|);xXLRsC?%n!Mm@49;YEmF7Z;}gTdX<-<oB#2bLC%Uk(F7O={+{yZd&=4Ol)p0A
zP?jv1!t(kO*}5<CvOUHhUjUKS9-5w!F0QeeE}`lzG#J)rlkgou7=&<5u#dXj2Op2M
zpBfK<B17!mLTLF-C$z8DY%OeVPQ<#dvqghwhvV`S(%Cn|+$h)(#Qnsf^}#$Daa7m>
z9E_sw8n+?_OoS=q9W3Y6TBfbt(YeLLPF0aGMw4*~z|>Ov)zSvO>Hezv!DeV*Y)~Fn
zWN52WhgTXVP84#eJVuWolv)_l(Il{g887A2EPpK6Q=0%22ie6?I>rC1d%=z><QoG?
z!wLM;anO(reHtFY6VRC=`H$-u_i<E|mJ9CiFx;Abl<awJk`Z?%jEp$K5H|&@Gzmu;
zMi5zH6zxxtSp)DAAdM;fTG?Rn&jHF)`jpA--lIKgDr|BlxhozQaQ5gRdcnK?v7&v~
zmPH)?=JuD}4b_30#{T>bmsA_do|l-t1N?$d2l(mgpsEJ$DmMsL2jC7L>2a<@Dc{>X
zd;jKu_s0?NYh-pl1f7EaGQ3l^|Iq!OCs_RD-vOrA0}e%DqwJxvdO__LzL7oR#zOJw
zZtSWDItmL(f4OYhd}O4vxqEOHWP+hv+t8_m7J973L&+Q1DOiU++q*F30S<K^9CCvH
z2k+K$1A3B(Pf0+(3evmX!IG0n)F0wA+iE`DLAbjX$o}3}Z72^LrX(j#28+l=DDsj2
zJ2b8I5{RXU(*hLKN8+!*W%Bu|DLx_rs0j?Uq)ojz7q37$PjgvwlZ*bhuQ8r!+h8;F
z;n4O9`l2eo^9)0m3BTQHMBdd2zeVR~Ghwf`YOvUw3vA$pITrt9V5Keqo0-(pb2fdI
zA9QlZeT+T%ev7@{2wa6?ZcqJJu_yUgD>rLPb3MrY^kXyZKx<tmYJ9Zk`li$zd9gmz
znulE9YD`*0{Tj;Vo|usH+xs){t<Fr&?XZ8%aT{zZD=F{()?w@5=S5@M+$3x~_!*SI
zlpR5=r5F(8F$s_Eq<`#nw|O!#NqPLm&F+?aW<eou@vJZ8>G6>%(ths4TuV|<r|*V0
z6H&hT(rwlBMAR)6-n)uQtD-U=f8XVs{_2#RpGQsMTLe$_o7!Pol^2GCej0j^;**o)
zwg!U4XHI+r5h|}?njr)O3?L>@0gM?!smP`HgYD#y6$O%G=1Q|$9SXSy@%6!1S*5;z
z&9jbE^-&sdA+u3F#ujWthu>hp#IaMtLSF}Ld8mFf6FR@!4OY9iKqnwFTKAZgVw`_N
zPtn+zl_GYHfq&*M4o%kDAJ^14yI{_I!M1Z_<1Bb|+7XFZe1gH1A$sF|a(H-8v47L)
zov@uWd$lzCOnO?iNl1qeA#J{d1VPvF2!D+Bv!ANotivt+aJ14MXcUq5D|xB<BVPJv
zV`Vs*F!4{537HM<3y8nr?sb&0McAgYlUn4`{E3WJ)<(am<B-6bT8?lY{oEuJiPA7{
z&mW00UxNm{H{Vkj;-El>;UYfN#n~BO2y&Wr8U3>L?RoVx)*Dr)%KuB1Nc7xL%G+o4
zPFQ_#+|h;1ScJHau(9UBh$4Y#2&C~c0gDi;w_A&`%nAJ?;PJ+Ue2PYJSSkibzg^+I
z<_UOkm2!M-?;3RPzquO52<5)ROZHO;2aEV&i`#3ddvI<+?hg^<n*O8&xql5`{cbY`
zm->-wlDqU<K&YfQc#KXiF?e$AT+RnbFZ8yR%qVUYOXw@n$+jj<Q+boB4qIi;dD`I3
zy3nD^+&dV2sQ$M@#^2ZNy@KddBlR~{0lwX}r7fRYYkaHgY^!^`OImF!sv65nOPjlE
zTRJ;AgoP#L*~KIT1t0QCKN3>llToWlq<o<o8U86<^L`Nw9lCLblRc)*_dHtFjR1av
z8+5Yf>*w#**~X$^lDL@mcl7VgsXTsor^QLYNroNz{&&kh>CeyaXWKiMsul|-EJT9J
z9=S+$xy-RYE*EB&aka9V+el21olB~L0%C$gdOOFXx7EjQD~=s1T<R+A`S|O;3k#?}
znNxGLQV!L3J4QVGqJ`tQM$56OauY}0Z_P`ku*+y(qn5%50Hec%c<TkkiYhrudp^7V
zMf@#v{+k3{!T#G-*3Omthnn6!2VFi`X>+zZ+#A2^8W>NgDIMBm_@nhyPphCuSKz(B
zU$pT=fbHYjdrM&&uf-~lwD=Zcw$}Pr>$CElY;mJF|9RXypV!3&ZE&vo#K{GghQgp4
z;Xi~Q>ZX58)k)8vG1GrI^|QXc>b0lst<kGdNI>yOY*|r1b&Ubj{Ra#XdV%wl^9U<%
zu+Yp9MYR;K2c76I9&YN0U7Tzw9wF-w{ONsO9-*D>PFy1?YsAU;BZ;{C+B!fS&4<EA
zy<iU<j$!%`7?m1ixCxi+lw6G<)OAUvk5>LVI8zA{nOqS-EkXZs*-pz%@xArAF%iwa
z$gkF~q~`GJiYunph*vbFJRf>qspC-l#JMQ12Z^sR9zErMG4`hXSH2=r_@4K_z*8hn
zV>F=$9g$t!bI9l#l$=$H4I(Lw4aN^Uhe6<e7&7JJx}+Y#tHMh1R~fpFfkfw4_T4U?
zBC3lI${zLyxHL^ISzf0EWz==%?mGpIZ?E(yWBQEJspJWi;UOY{qQ>xS?A&jp(U-)R
zJ99rXX-(9(^s>tK0Grq-|C<UHI+-?Oc@p6PTQTR%pw+PJk$Jko1`DH>$BpM7jnL5<
zAPhZLG&uUI8jOrm4)*ty`k>VmD@6Y`%Gmo`b<`*z8O;wPB8=qRRU_!9)|&-0lMl!o
zEWFvFTl4G_d9FHUWcksf-Y<BAP6|s1sDso$5{*XLQ<6XalorPxcQ``Ta7|jM$9eTc
zC(>F?g?8|pp~DR0xtok8>p5Xb7vNfTsxNb@XdzEEw?Or^W0kcPH4M$3`)A}KE2cQ;
zBED@ARf^G!SUaMXOQIfgd=te+APCUPoklr4gc#f>TpCK$VW~Dn)-EM9P*$G%8p&mJ
z=KBM4e&;h?*9_s-Xf0uu)c2VY>4KY^>hVAUVhu{!<`hUKA?s2dQdp;M^I^p(mf9KK
zda2%AIpE#CPA9+%5rC!Y7xV6Y{u%vFPzm-`ao0|^%<vz5NqaA&MjWGN46~NO{&&!@
zZ%V;lEO@{7L|H5pinsSGNMenY9PX1zI4XjM36iGL!p=crs6NB@H4vNc5!nh#p-2QV
z0qr_80D?{C&)nJgAs5lqYiK|N6XrxkSzt$|f>p1hsGQ>!uo0}+Lw}f8q13_1-z85L
zQ!~R?qXI$$)R#z3lncGQfp}g9|2VO}YhVZx({K=Tb`TTm^!^+#1uPA6aHG`QX6Dc%
zJW)=h3X;;RVF$J!o6*SMhN+)B)H}Lh_XW5BZRy8!kqj!ytg_vwiF;b{b}?iw(IhpA
zq(U!1wBgsAJb_I?KUAP0YW)e224$b4ZWe)<DzVJ(9<N1WHt3S`QzF-*d{H2I8|$xt
zaqQFb70xA<Y_NvY%)gzmAvlbk@%<eI#UL>X7f|_LDo(;7E4WAse2-^iu1suH1ZadC
zj1{VmFCM~7bRs8f0am}fRQH0(w##p{)q8Wyi+x|c#^H*f#M#BK0h0(X?p`{5s*w#r
z=r}FfJ#w=3SBMfytH(q8tXVc>(dc{Gzx1^AJ#Mc}0L^JDc%1adf#tDBE-PQo_HGS@
z&9C=nkm!>uVN8#3?cH&eA$C&Y_w_asdp!rmT<!uxjGYdCXu#F(?MmR8!U-751-!yR
zr>Fkdu<Iyn=j~UpOV`=4BnEX?1&jzbSAwp7xUY1g{uxffPd9<u!*6dr;oGDc^54%f
z<!`n^%xyuK6JU{nkeqnBA|)F*qa``<ECfOZph2D;VdqHRGya8syTaU|@_HVu+|9l2
zP>^jupBY%d$~E7IL|<_|>TI?>WRf-LY4AKKO;GMJUBFgN*FL^^HR&}Ab*#yA;#n~@
zZE6#D@eJCsFmQP65a8@&ox;b#-YdNPik8w*T#A`t^l7h$)eKHZL4P~`u#`s2XAlA2
zwwB6wL1F;Z9Hi(~kbMq*vk!(~5yU*i2$+Qth4O26GU5+{Ct$zl&+{~a*EEf|0$22@
z#Of=Y2XFb#XRnSQVG&yT7Jin#13b!qzvLixtjxWpt1K@Fud<LvU$ts|3ET`oZ(_iL
z9jD+oE&-b_?$&F2MUNt6rNh6FMZek-3ZFATMdjNV*&k&#Py_P=167;&tjf<o@RN*w
z>+m)5;3j7k8hvcH7eUX=sx?Xf<J-sVihbK}TP?RLj&FTf!XR&^$@`gq(5w0M)=f^X
z{;dJDuOmr5`BtfeongMm(|+kz#urrYCL;cRjnfZ|WLoqa^5MpsHt9;tvRwIYKju+a
zv8H}U`8BJn3;)9l3F6D`BC3=4++4*ST;gB&gE#~k9@(oPWw{(4a@1o<Y53|XuLI%9
z!o7otz9_to=MZb607mLds{WHO2@EbB^}nMx38IYbe^ssRY~*7i(a>QJqJ-Uzoe?)L
zZ`*fLM|pWH2*nc=i(IYjH~e_K91|0U#0k9*_agc^(sGiSbG}mwg+ne^dy8c18E9(n
zDUW%jlgTS@G@wqVn6usskL^2EKR7;KmQv_+|0^>!+gv4?m{iNS!*sA`=TcF}%P%;)
zd)C<C-n7f`{d?u<sRrZI0BdV4A0ItCI|3ybI_!Qd!X>*$Z=I|HClo3d=wpHxbh7ou
z-~Y?^-vYl!+Kz(co<-}?S0<N+6K-=4{@i+VIjdKFeDu5Z&B0);a}rBlz~#RfI%wO;
z!SxHeBrTSu*1(mF=2r$3HAlycdv?3_{b=PtQ-4oScVAy;MN6uH68fhBcIx5za=)L@
zaIAr1r3#ljcMux7Qb2rsTg(W0V>R?=aw@rgprwf|5CidKI<mW6zN#bf*z6YdIZ&H<
z0XzI}+5KKeqVr0C>)nT3_AsV)*~cFk+xbQq&)ni(q=~Zq`W%AcbE)j<or&5Pdgpz=
zA%{SKD}RXQi!6z}$)JfONxtAcx6UCGD2evk(A7CD5h_|4ZM~)#n^j-Xloj3ib8w{d
zV0Pq3$kxs0#97ZS(<<48$d62ZpZGtLp7V>&G`@aqm0nN%?MdG~^~K+E+;rZ-P<0wZ
z>U7nzw&%M}?Zu!0lEFxt(!^&hTDG-mWRt(1u5R^tT81<W7$HQMdF<@(Q~8EzF?ewd
zH$CBgPH)W@rt}&}CFV0KDKep_A5uh6_B)9X79JO^z9r#;I%(7g4f4e4#&W^po3o9b
zRLoPK-gA%q&OUn0l~u!jll+Er<p5naFil}slhIOLH9fyIchJaSWvrs&`2E$Gn7})W
zW}Isa^c=Nz^FgNI7#xyNJVc%{G$PTMuDLY<{u)?J7|u&Y<Q9T6X|#a|W$TT5WHgIx
zkae_t_uS;q0sT8d+TSmQpPy%{DL<DSPhQ^|7@5ntD4SieD`a!t%z?M2Elzmm`ES<9
zy931YJ?)*U6lvQ>VZws&MhxWVW8<ykQekejR1lrhXycl;sz;bWmF7T)@M(=8zeZq>
zL(DgYEa6ubYeuI?5i*6v?bCke&fIsHp`1_=yo^SN=ltM=sRsRMt32+Q-8^Y@7$LCZ
zu|MtY6Nks0%~D~&1TSR3Se!gC0TzdtfJ67SZm#KrB{?ILl&D^9ju-rRsY?9~?8ULv
z)StwDd_4DDvKb0Yx46|&(2EOSiyA_KOrO6p2ztSIhUA&!p!;Oy7S=xlj2)uszKdsE
z3&XA>q_G8SWUr~PFgy&aqE#fqCnhafMP1agK~gu?EL6`00;d4hDmC$$iRo)Y%BgG^
z)))Pw{UaGC4MXY##35aPMFX<&@f_^-F1vpNtHZ=mW#}gvi4u?c{z~6%6)MAi=U;@+
zO86B~?Ixn&!^7%9{|XUb_UYRXwy!_fND|6aL)CN@d43VH21A1bcJL>oRP?pkS^}fV
zoRcW*Rqcf#XdSwcHBfq|+)un99`g4aAoVl!=ku_9o^N#aLjMh10N>GVwA)5Bayb2o
zC#k&xP+Dl>2ablK`DnMGsqC!Z2&4q#gI}o<O(1d6%3h0%PMCU@k8r1vfi3X$_XRTD
z-Xcp|%RjYj<Zv3M)u<l_ccs#|qwbf68(MmAwDoMXajtdJ{OccGSv)=Bs9=1L{{e3S
zRIMx#jm)YZ!^K!4dDo$<Ims_xHwyVGKU-&9h5q<U^g<#zub7>+Ncx$6IY~_{snB!K
zR@BWKLf`Tm&2<~J-9v7Z)!Kg^X&oK0I+uvYwBys+O87`6nTddq)u{Pv;pidaMigjf
zJR<W0>sd(hHTpOV*t4zRfQ1e$zvehOCQ%Wue`J&<B8MX+EU7<~sXDR(9OAO?|Hso=
zhBf)VZ=Bx94M9K=HX5W6X&4P6h)8#fN+Th)0i#PwO42}SQ0W>eASu#~lyv9V{?GUK
z;{VDQ9v*T$?74T|=k+<yi@FEma7!Q)uK&p4E<-K}T3T$LP~C^Kv4xnW9pWo)o+LOw
zl)h}Up$gpNrkhfBP3Z$AnfAt5<Th#UMG|MYZ7bC%fl20ja&0?(dC0khT0?^jf3Pc+
z_TSen-4fcLo~p5Zb<?gvlZT)0wr)FrKZ!eB*O&wZ2H8?n8xpsO3c|H1fNpM3xXVdA
z_NKoLe|6}WAAGRul+kuW|F20`2!-!+T!JN$lB~cMZuX=0u^Ts!@&4zhu!XC!Hfwxm
zo3;PpH3GNZw1~f&WkjByzJ7~3J>jU!YxX#<ejv%J;D57Hy}j{vPRj3s446^{*8BKg
zJsy!BDKs~c9M(ZYNj-fj?y*%A?l6H`rCRXE`gDM<*oSEb;(hIgtrK?}y&Qh#f2l)C
zHC!Iy687O7(KVH>%=o|Sql^>Oat|hMrfjaeSw+HLNX<QKX=@GAa2$<XnWME-cQUiH
zwD8t@^Wu3Ds`;(9;4Lz*25_i{*Yh!(Q$iErj%P$C&UV>^3C<xXxC#T6b`6lE^@58v
zF16P!phgK0HY8y#Q924wT|haC@j_6t3qoEnNh<S;JCry=GI3r;Dk6u0U(Kh%uW^L4
z3Uh^c^fc3=)Kr_hY#Tj}@ak5&<<+|=e&eML57Ir7=O#VXT{^1qMCmNz4_N9u5CW2~
z4(Un<%Sc=q8m^z-xt2bL@Os6yEh(GJl{!lBsV70!aZyH>Dt}YIRuUBwsF-PM3KgNq
z@+?-bDw~%QD=`%KgO6#|*Yv3tUOSWh8>SZ~DuW)2>V!R#X5KRYBvxYm9$sA9({swR
zzTL8U5k2zEi&GvSvJBEp3Kb<OH8&45@69J9e?SEeXGK=MhJSm3x$m>H91;tve#$~^
zsWSv2!4^abp17lXL7Kg`&Tp}>Bq%;aCmgJuC^m^#g7jrtD$bSI;RxR&k`7Wt#d4o`
zdVdPl5mJUv3D8XD#$AADhEoTZ8ymh`T9_tkGu~Z?Y0_w?py{R;vRw9+mGU5p3iV@;
zSQF_(OFyP{9x)zw-UQu(pF3(P`xI7`76uriCTnZ#1M4dCXTIMoRg?$Txy@DE4n|fl
zAL8=zCW?AWVvjn)>@3}oMn;Jef*gE&4~2yIWMqVt%gHGtPVOv+5*D@|!QF*X#Z$(d
zNyI!MOCX4QMbkj%VBGF~pV#U2VxI+gvYO(;wi(vB;;9W*yHx+IemWmdbKly{nW;b9
zX|>d4l|AW*cz_DpDV)snU+D%mi2ANTO%%0VEZZE%MGhe7CH%<K*_b2iKR=9&#M9IN
ztZp#AtjQA1RyBO#9a7m3DnqlClOZ~c>0#`T<4y*3!1pI2jh|~wuKlb{<A#W@SL_x~
z$;{O|>1_O2FB}V;L<GE<?9^`>+MD-s*}m%Y`P-yHR(s}Cx$nZ_?8fx9c#D_6Vt7#K
z(WCy~s+^HzYF7bKZ(^_{7C@_5(nR_;_uqzVu-qzpMP>NL1{e5%f$S<8P5*m@U_aVs
zamvH-8@C+4Xc6y&nj#U#r6^p{O!W{D9^Kszko`H69q3$YrbSWu?f3Dmm6Q%;gM|gJ
ziZ7XKdoeqb{{%$*t9Yt44G7rksd!o+JnpiKo13zsE@XVqak!+_Ag2fij);gMPCd59
zXd`1ntPLe)crO(dLP~ilSxW;<65$bA04E8nVi!GtFoj|~r5tb}6stKe6~@Xc4y`Zt
zLKx{@dqmo~WJapsAA(_a*}UN!o@z4I&qVmgza8p0?Jf-yz%U1U$9tIy12=zR>kqQ)
zS<*Vh+06$IY$y2L(Wp!ng-knd^`-W$#L%#ivbuG41#)cH;|t5@ZR<m3Q)=dY)9!xP
z`5wg)ulu-;hY-Jq52?~Sf1CQ<d}CdZ#uH2eW5ui2dl3<Fb=^))gDZYKfE4H+USS^O
z6G@lLD{Pb8a5OS&fh|95Gr)tGzHHJ)OKZ-4I6cb={3(@U)=!fiYoSFou}Tn|@l`kr
zRiM9<w8^Q#lT8`-kLKlA*S*5FDcKH55ovKb9y9%vG=tQvQM1fNeZAk-q_vRSoj$iY
zG?OkrxX^R8@xqGvV8uePlKZeSUS?kYZDGD$!TbM)g!lg3u6@4#u*h+evnWH2=k{0e
z>CpS-a=ed9qUi!&%0=i|AU}Z^lOZ;^kjp5|L?`+T#$CRVgK$wI+p?$h!nbVyYl-=&
z8uLu=Lxu=BCo#DQDVt_8?aG(_q~8wB;=*|oaT!lEx3UOR;Eu7$->CW-0_{kM8WclF
zRa-Nvo^lHuF}%Boe!R8<D21TYOJOJ;>aqfZld3y~Tl;wv09P@}=y2!~3`1nc$#oAJ
zJ^BYcqWP*zgjY=%!wRP6)F8ly^hSkORa}fD){jUKA){$tjdVg<4FPPzKO?eNE375<
z-EU<NBz!4~pnAwUXPalJ9ZMVrqgQUhqapn$C9nYeTkr{1h2{W4L5VB8cMLIPBYap=
zAX6iXk0=q8Xy&k@F6P466e1qZU=Upu{qg3x5lbKkToUCvB!>5rG!wDP<4$~0DB|Np
z8wrbja7OR6C)hV<oc)mSK*e+@^k|Owb_3`>ASc#BjyrMLIp~_kM`guk^9DLXz?po2
zPDV)q54Qz_pnp|oi?a=uSb?dJ{Uv+$aQ>0r?jfyCb;-=;NUWx#=bI2A)#N*yxgVfE
z{SP_R?%f`ikKSJYyUy-y7cg>X$!H@S?COA1RI&+?@1`Mn35PO;6ycKTIBr?ZgzyCE
z<U!OaR(RSGn1MQ$Ea<@d?KW;3$brsaH7G8a7;n=Xu&l@)dP$6d(BBo|aG<!`$CkW&
zOYEK|)e>xH=N}k}!J^9r#}+20+Y=q#x7Tg{suOhr1!y}`-hsLrAl9*k)R(_V8)got
zI1B%%(F%ayp6m7}43+kM-7DQ(_*3H+FyEy@_r*%;_|IqS8(cqZG24G*xK5$|2&l2X
z#PwUZ;;Eil1|7{i!GZ(V(C!K?*i)W;<V~OKV$ju)pYg)YUVq>sD&P+JAtVEJaWM~5
z2)d3s7Y@b`IWM+c9@SO0oDBXF4npSuh~|}~Zt&^$PxqUx<@ax`>koUgvf_B255e9`
z`#G!+6mB~eRp#e4hKl<ipR5XwWbu9aK2|4!4Y`PVJvKRPOR}=FTJs%LnJ0Zv`QRF%
zk$tg|6@$uII6qGf#0A`AgXZ6xIinqlI9zC@cHcL<zB(Hhc4rOtoL{Q^8JK^Uj3c`C
z`@GK2nJsQ+em}$8?gD+xeQID;R}1fI8G#49aHYL+hBzX*1~ExVh19;H(VRYyhTURc
zUkCFQCoU-1L#eBj41P)KkjXhV(#w1Svd2B5!z)&aIB32hqUx0U@AE5yC-4g=c4$_t
zBlc8*!^!-W=2-EHtIe28;T`JhD^;d-2;<|ZYCslzhInjLn*Mn3{V41m|3PXKkss1}
zZsJb#HoEa9L}>1L*+BocF@R%7>?6HC)30!@a|8fn17|_?)QHzI?;tx53M#Y|WIYme
zCk!d04Z)hrD5I6cPZHN@IY-q`ijspuSj_J;>?~PW^1ft@U6{)o5%1Dnno(eac}1Wu
z^kVw~?qNmCg|Ch{ui?GVN5MC+LE{HYYATP(%LK0<#u=5giQ@>Xh`{+!Fv;`~VK^T+
z&5PDwi6BJeEdg@m7Y&@0eS=h0Hikt-ff5i#B?6dbk2Q$w3y;`l&(r60>mj6`Rzye<
zpou*VEf;nI4sY#Kw70cziBDq*h+ZIF;}!w7!g}A$Qu-pJ%s|D+?LhJT^_*0mi_qJ@
zeLm+)RdaK>IhLE=+*v!|X~kU^CSQrfGYM@FGfzr6<@8Xl(n`Y!mkVP=65WnqtkG4G
zdep`jE(1n~I&`61;NR@_J;Bl_zcSct%ge#D)4%U~K*o?0DxX?k$?=DV8OFC6>DQib
zI6AJr(0`CZH@0G*Dy~O%!KTTw30waHPX9&ZcncLXV%(K_+@K&wf*`nr+e*h+Fe&rg
zT}&o2FE0HU_V+H$LPH@T7vCYvXVPt%Y#yV8oQ0O%(c&9j7y|qLI}a*w?~l7s4szw9
zaO~O-2Cx#dTgeZB@$XhysaplF>wRI;qr%p&RWjDbdAaZMbJ8kew4OzD-M{&WZTX0G
z9L4><fWllqq1==`UN$yL2v>X-|J=m=x?UQkV!c*zn0~X}SR`=@o0jqNn%sJQEs?iS
zgWF6WPj%Md?jiG~Idj?Fo%=IhTT$-cTx|QbqNud_lPKZ~yZl38tJETz1pO<Gi+*JX
z_Rj`TuoYd>f-<+kRdm?eicJJ(*D(J8Ob)gxx~$Z9*U-pI+xEGZBhpC4l+a>hA#$rQ
z{c7~A2<Qx5PLIsXj$L2D_6xWom0hxB1p0Mp;Y)Frmi~zVGPDlN?$0=l1HXaZwL3M2
zaD>mL?hB`oXf=m5H={p&BZ$e!H`(G(;SIOr`#DBus)!-tml3G4n@Xi6wbc#N%;L!E
z|1^?mAd{-@_X(JtnLH)=6-&i#0_Js5U3kSCT5nmkLzjID8T~;ECRBdC9xu?yA8AH!
zoN3hG(Ax21!9HtNdvkH}>iyjX=k|&SQ}<U20=CN=8=(yGNSg0{=^nMyQ8u$A{Pxw3
z3G3<o2$S_@cyH9_BM5;Sri1G-Avn~9>p;r8-MT9Pvid(+@o3vUKsJBOEZ^3MG3-rr
z?AkLKHa}c4GSMlsj^Z0rMYf?%oPxWRXO>m`b?kFSkBRGBKDi5cLaQSDDI?Na1%Lbm
z73_RYbbq<PU#qM&9sSnng6g$(F`j~9yk@N~4?or56ljy5H5;9YJOOy8rdY+rvBIBX
zl$kYwQJYZ$j&YZu0!7A;aDhwEkCOMAypdk9%Wz0C5wV?85<X1bE(C)QeWm+lhD}sc
z+bO&BJ>BeB0?%?Z5vPJ4QmNSXRW5gtfOLb9Y-!8ag34RJtwMHH)-;3Hc%OB@2yRG5
zF#&w66>!%6Ze97E*I}oL98ESKNhx;L94vV>lCH*eJ6sJYUEqdjr}f%LSdHd&Xwm?C
zIKaS|iW|q4@+*%00#p?Oy~O|phhoB5lsia@MQB&KG>L$2c}B!^T>eV8?&(Ts2ud?G
z;8pc+t~^b<VJcC^G(P2iv1q_9z{A%z0?FZ|Wa}{109?Df5PoUwLkcl|1TY5-6f1jx
zZ}})Hu1IR&XShcL?(&Gu9(fuYz-vlfEJT(HR-@unJK-vc31`d&Bf&4@sNF_+-=7?y
zQ96Ld7aJ>*{~PKa0*g(v3b<f<nxcV$;0O@W-)~f>TL}<M01HkUNf_GOaiCIbL4|`z
zQxM~qqK>UeuCgzpstOtpmLj8*ioRAcB$UWYG(WJK&t;m<xcAUz2mwEidgFpis$%Vg
z^kNA+A+zKcg(gi+Qo*{9$ol>DvTND|t`()<NUc6G+T`Z<0hM||4A5RQf7YK&{41&|
za`w@D*kB?9hk*e{34_p1d%h<)G-djAK0CjWPZCImjAxN^%+%xPb&Tx{%$plU)eY%x
zKVzjeU|P?oE7OD|arJeJKFc%Pq}}?*fU))eo<pjw;b)@p_RxjtJv>l`S(cax;3`I-
znIZ`Ip46||*d>_uK_~HhJki4@USlHdv{`l%qUQrjA&OJmudSXwdMa!Z8DC9Hasc5>
zYQG|MY*kbdzk8<>;!whI0S(b~fVLw<fJ*5B#@bqOX6DB7gpax9-&+z&bE$s~^^7k>
zs(thPGV|?@uLTb%FOGP4Ja1zUv!T~*SESuXnRp&IJh^%IyK_`&VBL8c;+xyzM?iSU
zopzb)wqE?(w`#juzqTgE9*n-*#|5p;zQtotHDJio<u!9y^XucA$C|L_%QcORR@|y9
z3Bp3@ptDU0gTP)MwIKpF7Wb{M_5c>6;p9uD)y+)?3cFjrcyl%3p5J;pmnxa>zq76n
znSZl`9q9a0nTzl|9Y`+y0zeoK<zK&gwZ6JK5QCo7z1Qq{>mT<fJrSE*Ue@o84h)u9
z9Uc;vnI|pjvpcuSxIu&T+{3gD?Sg`lzIeniU{SQOE+%-{-cxQ6QIM%$yNOBI-!sJn
zaga(ER@BRz19xLIt?K??bS`6nxvsCc_Cv$n3ciQz&?TZ!D40tb-qEd$s)+hCp0%Or
z_a!CwsYQ4CD|;0-q>+P%Mq$DI+*j-P0!iyG9HeNK5wIy*6q889{VAxJY?V4FRdAGH
zsFC*{fRAq%ap4*0UF_^K?0_?Dw03kW5&6M30#)TjT6MZ+w~PD0f}Ra%m&?6$JPR@!
zs`Vme4d?eTufycFWnT1mZC(g<jQ|4>e>4@MGN4au(>__a9*`NK7X$20NT{3n1=R(m
z*&S}WRQ*WKx9J1uR^w9LuL&CM;%O`{={qk)7`Ug|*g8S-mjD$KGA{0IJYfIu@eJOy
zt8CBw&}135H~U!v^%1Zzn*Gi@><shYY5f%{qy;p_xj481(>I7(ysm+)5|C%9gnc0@
zf<wWD8o+rFLL2RW2?7!0f&2Ubf@vj3m4Yf<F;jKGHfx%Y@Odbm3_FgH#l8DEk^I~A
zZ%j7i@!G(}QzRLFmxco$(oYr14?ZIN@1IINEndQhd?Vvv1mE=vwUH9dF&z?sFfix9
z-mqF!G&My52xaO&?au(bpUo0K;%bxg<hvR@kTV<NWKQHz>+n5ed~MkJyM82OpguaK
zEG_burIY35)4<M>*4oof`S(AsC2h-DcJBUr_0JWEpYc@+^M4iS6&&j8{iQkh<nfU9
z6A=t#IlC&UcL{T#*d~JTk5(=^Nhi@#TM}62KS?{5Z<cSr4CV5CeM@G{pGqua9aA`U
z^n%8YrzC9m7GH*gdicb1XN|ihes5{+E!G}Z{{uwEd*s<_vUNU?Px?6amPN+n`QlKq
z;I>~GtCcLUY|P%t(oo;jQ%8x_24d*na9i5c(e#em%%8b%Dc3X^X*o_darl#e@1ZO2
znYKz3sQz?ErN83XK3bXmRYOeOIL`9fJZkH#{H1KO&(c(4@?Tl?xBE=8t-(7NwTCLq
zQIN8|#RqdO&Q;EV);}lm&IIRo-#5)j`u-?)cE96XvRx_UF3k6J@QJWi;_!qjXK7ls
zQtK$80xeRkCSRaq(VQjZ_9h)I=Ua-i1U=HCo?@Swi=*cFo};jetA5=2%<@^!XkyXm
zSx@prBrbAmZ|hsphvwLUKUk6kBbHmtOTd)2f6gRN{O)^g&zjdBHQ%Gk-xFv3w9zuz
zYn4-q9+3TwfXis!VZK$O7pY1{7IA$U)q6YCYC(aha3q160m>9wAW9e-@`I6vGdhD1
zyQKP2cJvOMD6~MI;0@-S$`knHk=!BSqJAeswW=upF<-TlKG_qt2fiWs!1ClMtnRr9
zQ3o59@Wgomyd;J~?*8xvR<(k<MBy)4?fa^QpLyfjOpB8ge$^)>tcLSlJQkVSnfq-(
z6T>l!SJUv~0~}$npL0h+*h2DnPLRl+O8lO0#M_%Y$B^^Vgzrdatlh$V8M%ae;=T<Y
z0F%2;^9_}<0w}L!4um{~kIy6+g_tjX4_b=~oh--vlEqge3Rmh5CM~||G@!+v>)qO$
z@kh4fAiom9gMs^-#eX9-UcHfESaj^Y>xP?#{)(Boya4@RP#;D}i9oRcoO<uk((L-y
z-fH{nzmKIqD8}giXcGep9U1A&^Rj1>Qs?!afh|W0%|c)$>dYn24<VfxH3M5*VRKm<
z{QxYsi82<0EtKbJla{Yj;QD@FsGL)bO<4RsKU`p(2d=b3$DgF`Ns2+JzVR4$c?*X4
zhJ#$#NF#aVfbgWaE&-nim=c^rN_@+fi7TFwl8%#zvlvbr&I?umFM$NCV$(8WSAoVD
zWjLpa-4d++AG;fwQBhJ{Hz5TPu#$J!f*f)T!767J^qQNjaNIYH{uNApDNNKdfQ4xT
z5zTejm0jA6XFKsB8ybV)EKW-4j7p_FQ%r&oKiUfYbbwP;eiZ@>pzCN_F|@fJNz8?r
ziMKN$!DVp=m3r5<7fMzPTl%*I9$+B9gGdmX-h?X_A}9h}JM04F$?%`M)oTELaEe8X
zjA>;46BPdo<CLc0J3}4xpC1cRBxR6Yrt{zMhY^=36FVF9%lLSxIJ|i6ZBm+tiWWJ9
znC0NvANamoz_Jl$AvSMGu5-B#=`NTh5gl~Wcpw4tgrpPlIV=5u*x}oVj^RJ<Qb0WD
z4aK2-8VC^DlN+Hl<7+yd3Ptev19Ss`D?$RnI5uG)d$*&;oi0N_kbQgjWFGplB$0wo
zA9OqX(ux1J8Orp-TTPDT2uisy`FZSAh1CnPtY!5GwG(j-5CuzlQq-kQb0Vv$qR9b-
zgh*-5`McP!5YI5t<8I<yJW(fvMxvHeKvik;64X1ptVo&+pDeJV7gOBOg#H4O*)NKi
zh2O!&tV528Q<6~_FiHIGy?dBc0&*x=);t83c_zV)Yj2NKtM>dd>o1l3#?62&gN;F?
zrP(3~D;;XvQMDQp{$Z*)J!htRYav&DJF#N^_+am2n{>coP26zM#m-|?;J<_{$%X5y
zmba~~*yYK6)W!JPueyc6jh-fVOVoKnmLE_7wYM!P)P_7pOSa-J%J&t5_ZN+Y@E&Wy
zpL7@TkP8G9+bLTae6tQ~3tH<oN4>#K#0@V5;fmi6D<F^mX}HOG9$tNPauUjG^gWvz
z*N>{q%V`a;JDNE}PbRX|`+DQ4Hm7jg;fXLssjlKj4iuixDW2KG*(kvwu%b$!Mhtnh
zb=fC81jDWnP56^2hcE)I^`1fJ)^GQ&b`BDCztrI`m(n3T5^Z&Xou7A|t>)!$KTkP?
z%kBjEmYv5GR>U!dX1bLuSXwp~O1U#NC~}T>YcOiSN!YE}C>bfS(tFR0dGa{M6IPbA
zzoDZkR__u9fI`S(1+$i5a5cU=JiJQ4wr(tAFA)hZlZ`DHO7zW%=@O)wBPvTumW=I4
z`fqEdq7KcOiV_<q9iG57z5AQi%`+`Z-Iq7)S~qfG)P1ZD>D|BU-$KFs-|;;>wh`PC
z)@ILMH+a}LHsdQ++b+m`YK;}P`fq0jlQL{dEXJV#*5MZ`|IG);4=VBHk)Jy$a@$t|
z5<e`wOWcx=hXb0f@lcc!f4M}zxYMKkTR#wH6{U>SJq_QpK*vtNx4h~%V%jM*(%D_b
z6i^D2?kxb_$$P#8*b@s)7rXyc3-$nUel1xOgDSXt0dlw(4F${N6~Bq2;053}DNrS$
z%}4H-BOP1qW}5Cy8e(m>lgA3D-=o0D5cDGw=|aGQNRAXFVjBqGV(jSG-)9V6xogt9
z^_xJMsTu^}_k*hXgh<7X|Fqr<PEA_^ESm0D-@Dzd9#8wg#_#eb0)9?T#$=fYDZtb;
z<}Db9L#aJKPc@9O)ITvOj(S{>#&~Bb_Y+P3lW2iKEjQl2-4cFgm-0LNZdUV?jn4~$
zcNMQoS|_UW)<bI>D<Wgp`#&_USY);f4`>bQJnq$u*NJ=kC?-KG-soqE%14!Vv|4x(
zl&S*BwI<qOMX^{!vE!WXFo@JbS`6ip>aVzB9La-TRjNIO&%Q}=A)!hc7#EEmenRz(
zo?Eq!aeKl~Lbse5@!felH3}jZ?7d~I!JRMXy|jGOq`N;OQ}c2+@vyKaI9FwN3Hx;1
z!pg!t(>VFPVO}cvs>&mEGg~t+E3Y6U7jH8M6RkHM-|q98-p(wd>5qQ4&J&*D^x`f>
zip+g6GUlTR?{s(OSD7ZWqAd;QU5Uwb1PB*q=|;zkk;u@#nqZL8=??Smg6v$4dwt-d
z=6-8(YcMcz)*$nRob7H#efsKJn!OErb$=%Im@t(0QNnOS!XNc;%xrhm#m|U~ZnEoc
zlIvGhcAeP2<4SzlRdau)j+#%3j>7VKN|J|)sw>vV<;(x(4tAEG-cTFn8gdPGH<q}#
z+CFo6o_3#a3PC||i*0x|fy+kZjdvtZ!q7)qip(ds7}LXk>BoMirD&^P8u=5g>6*sP
z!7U+Zmij3%nwpxJf?a!gTR2%u+CrDnSYj+j&0b3XrFOGP^rO!*W1B<Xk(B7=0T1sF
zXi}2fWd>{{PP}_eY#j|Efamu)Ig`t8<Ta6cUVD|jA{;(W$p-9+e?fA1SME^5J6}XV
z3j@Iz+hj&*e@uBPKBWwXVy%~jYQ>VHX240dN1AwsB`Kw7kplRR>A>P2lfDAKIxn*^
z<M-Q*RVPmCVQZTv&N;+ZU^3_SvR_+l9wiMMZK+NJg7D~HcCB0%cjLcy2Fcd_LSVM}
z5Kj0g*yq0|zXJ93scp(A_B=M6x)7WETbEj-70RcU8Pb(m=N;KcbcF$@LTvYXUR}2C
zXG*faemq2hx5@eU2IIF*Z{wVBJ@-4pOeW`vo9SQSI7v%_P!Z~T2Ndom3-XirP!|nS
zy%2v7n-TDTL&1?9OjX=JWvA*~xeK=-;R;?&_Q?zWn&o8DYR}s*UnVq2=YH-U!QZO@
z%=o*95NZY-a8)iWae-oC{g1D;v;rvNWR59hy?~moqwF8jK9BCatLE$8dSmI~P-Oig
zwhq-iB^xOmvr54(CpYerm_0~#=K>_O0;><oAyR=7GeD&%$>2~j^1rGbQq^$Qa3~lV
zmX;s=j<Xvao|Z45_TPIgr_Yu5GQ2C#Ow^cP`9D1o4u8UJl%A9-xB{FgR;`RHu-M>m
zE-$@1>#+MbpA2!ovo9~BSaodN<G%?@)Wa^K!k<=!Fm+%%pL$)u!Brq_g%hsGbFQyf
zw``bc4pjV_OCAW7$xHlrDDjDlYzgG3Vqg=js#reLCNo#Zt_`3A(0%sLWg@-&h^N_%
z;8o&hLPm*goXn4MB50$vBchjJVgt}<0hnI8MLZTppNTp+{e8&}Y_Cw%ySoa)syKQm
z`n-5ru4P(D^D>^wInk)5C%o=wiR@pF0Kl&3G#h*oup^~~BwUA(Z+n4{qc~G9RrF?t
zR>X;rQ_f+qZ;-G{6;eXPs*d4?&iE#`QZJUxuY~mw5(OUrM>C#HZmyVljo9IPvZ$9-
zOL`HNvsz;sjbfVUIs5!VhK|F0<<Dt$RY`Bs?}LJ{r}#3sT6VqwAr%>y-0ek`KF7<(
zCN0YxxjR%05nHMs!Y+xmkf9TubPHg093gd7%qi*mBd3wC_oxT-CZbIbI?>zs5SK%n
znc2usj0ccf2U*!z`E^**B{~Ku83ocU1Vl>QaBzz*Cm{lwB@EsG*=d3_Wn%_73GpFN
za8+Q}H<do&9ajr59yFEWGWS)&MI*3+S*O=tt7VQJIfoJPG|6$-R)6uz-%iO1d6V7P
zD&MmGq-^$Pv!ZiYH~(fV>*r$dPJ?cK;6Ipfi_G!XXY-7O7N38+=I$*%$K{VFg<C{l
z|EqD%uxj!B_b#i>x&^oAEGgWE8wae1>s3o2{&74F!r$z4;w>(h+VZV%!#}6+%ej-S
z{>N{vTaH#Tgym7&5l(Ij=YPtb;K$t@QperX+l)_!a-;)xR|`vjeyL!Ue{*_(D~;l*
zV4cy}oLLUm)Zh+@$dvY6y6OXb2pwhL_-&{EK|mrtryZ-~ajC|zjxZJiHVn<mK-b2X
zvzxzNd2O)Sn>r3zyjaW47}^|>J$15Baq8}Betfllm?0V8T>t!F(mq(1#z+3oY(U9J
z&ywN*V;^#0&nNif<M#&nP|JIF((mlRc+M&40<PL+Xrk>$`u6Apoj@eniaoTvotY?1
zsez_AMb;DUvG%ggJOB<^Mu(zCIH0{mL|9k>eFz^kTea#V=0zNnNhknwU6QhgiQq#B
z;D3nG?<AxkWMu{IrR4v)m1)1h2%9Fh=Av6!njAx+Kp02~4nRQQS@xi#K*rw|7X$oQ
zv>K0t8^mcX3mAvMtwRF|r3E~mtUQAfR>+cP|9fkBh%%Xx+Ex+@eSGDTewcI{M<{fc
zRaRwNu8F({i+&mIOoo8(5XL?6Bp5_1PL1_F?*Nkwwx_S#sMKhf0m{NWuB`(xSNGTz
zr+&`I-2jYWqJ0<VL%v+@2ezHXV8G-{AWlv8*zg_VQ4zXp1d|@9**=85>NT+_{kVp4
z(hX;<ilPJ2E<p}KM>XS#W%MVeu5bZS)`y(qRiupMsUmnq#oK3RzVHFWCM}rcs55_I
znNIf3il69HDEJLrRc#ebi!6Ayt0X@4``!z0u>tE&Rfz+L(4LSD;c`#=0r9WoWz~o@
zP?ZRPCBuPgK7&9wOw~=>T{rz%&m`~KOFcIKzR@*lzJ$-x^FE(DU2E)fPfG)`6+c>1
zce3~Z&F%9Ej;`Zs)Q*i?VFO2Ve?G*2%1JYEwQ#UYyRRT7@PwsAkB<XQ+(8_y65N6g
z;taL=Kv0aa9_Tzeq4NqRy+`_Xx6`(7YAES|XbF^FPCeTmsZyIPrFSD;ku0WXq^ha&
zyx&G=Ix)1u{{5uoRMSnL%C*v4mburS`-%Fq658dkMd{yd6-};H4He%jZY@PMerVRR
zG<s<ylLS%wS4>*`sPR+%&KsS8A2Nn4DJ4cl#qa(lw@ZuKUXpLc#!nS>{K?zOSuX0R
z$-ND%Lbjgucld>=c2(h_#fk(ujA8yXF5LXhZHh8Gr>fay-kU<q$kzlc^<IsBWbS$E
zYC)WBC5yBPdNXOWUsN%1Sk%~B@_T~a(lxPGT#yaHCL_yj!5p(7DJ{pVcRRCyBHoyk
zQ;l~_+}1Qkk87Hb`g5b(0q>rRh2%(eMVq~)_4OO4F-3hJW5Y-Ko^C#gwNhL{JnFf3
z8JHO1Zx7N5@C7zak1Z`6Dg@jm{j6yulZ3(V-l$z(agjuQQd3>;>SpBpLSIzGQ1sHL
zuP@8flP_7%(-s{1G$8Q$fK*x1FI-Vd%#=WG<i!&(vVib%X=@Yg<*AA#Mr%cM--qgo
z3%yWXR=ek{l4TlgA$BDo1~}^f9F`J)SFS}pq3yVJa*t>Q7C+4!e=0cY$=(Y}>mhXk
zC_MrcdAK|rLdQwLBA~Mlc!2}C#Tqiq$jmrJrp4^d?OUBNdVy?!J;77XN(r#M5kY+(
z*Sj6ieh+7>u+xscY|v;gE^F=nmJj?Sn!|2`3#RONn|E<0OtFB6mo9#kt*>gFC}v5h
z&n4n_6yQIM%>iO!w&IY@h{|Ow0s53OZW+X0nmpRK@x@YMf6Sy4^G~o+TWI%dJ{nI<
zsxvs37wy?E_LKhWc++Dn@!Zp6HYhN182-)f9;ojPj(EG11iVCJ$B;9sY<ZSmkg|44
zDu3=;=mjV=p5I7oO_Z?x-*R$<=b_=t8E#8AKhr+A1d7SI?2a=Di5&y}X(X`a={I2)
zBIHuVHcF^XP!^J6Eneg}&iU%s!#=fT&xZbJs>LLSEbE+J^G-SquZvd_Vkod52-nWS
z0nGs?#-K0^P$CCHHfT?wDpO{VqB$W0;>o~U5FruUGEZ0t3Ipu6V1wR*uE3x~Y-ieZ
zo`C)QB4W;)6Mz)%5Ix}rA3}2OiAox;Wbt%k(UL1LEm8c_W&Yxm3?tARLi|%k&Qi#k
z8`a@UnpEav>kzz(-;YpKH07OW2#YqDS<8T$i|vSzq!!?%PPo4&tr*Ii5FosP1fGhC
zxyy^k+M21{^`bIg6~w9}fH$;F>)i)A1FO3$`uBD$zoxB${MSge5>^2xK-vT#FM&DB
z0iDwo5x|dLggz~L3r<_(P{$HS!n}e$H)NuC56<~$4AMw1jd_XhqlrcFP>V_$*H|j&
z7^9l*aKEmSCMs;F&8w3tiRa?P$B^kmXHjgGQpS%*89$_j{U0OyCD50hc_}9?pYL4v
zi=AgUDlJfiz_@9#Nt8p7v2p*ghno5|jm2g}$Pt!Ty|UWi2F1<Gs7?aq0pO{K`7zRB
zRr<*W5b;i&RG+)gxSeHgvA?$;_ZhW)m(0estaMpOh(Ub1>RV}1OSZG(eaq5o+c$67
zHKZ++yBAxu%O(noiA)8KE(E54IjbUb{zaF_90m5k<``0Y2G|Te@u-l7SHZ0$IkPF+
z5!Fn~z}`UM!2l<ln8OFoESpgcjzT^kG7E`YZxn3)E&o^EK@_@%;gpt2PLd9dLknsJ
z+PeQ$&qRpq$XWEt3F+VW(I+`VbF^^ir^S$tPS?ETYEjc+&L*Rwa+7L7p3?==;C-(K
z@}DSR&$_=T1ROQADV$%UaC>XcsG!rU(n=r@TC-i*Dsw!;KdD%W|2M;oYCK!df4&f~
zb|qW65VU_<snC2fpT8I}zzB>qhMizI#)~LjAw1|3(R?{CTZugGfwf+x=AnQjQ#9($
zR<ik9%lgZMEanYe3q-K@de_PL$5aADkZ8;P)}IC8q%&xvOv}brVasIVPE#apbXF?J
z>50xzPF}Wj+yE>I-+B4ZnX#zCGN<uu<WG%8(R0?UJpVVZ)(eZXC{rhgSegUQFpOV#
za6Vp(8$Zvme|sz1bbuJD$M(-_iIz6!8`;^3=4yYeF0(qS?)m2BA?{0LBW%xE1FXtX
zub8ID9zWU~UvcuOF?{nwbkYf2ExwM|V5!i<kLa(KZX}vn8NR~=1m-V5CGs?XGJ#Bs
zY|Qtj%ua|pCHRK~NKa&h7Z_>~69HHEXduvYpY#H>`io$Yb*r;I6S}*!_Mn&h&!5(U
zX;2p;lMSkR{AvJYtMcsuJM^^xoM8zzumrlmQ0h~h@3n23%?B?t__uF<^}p>9pEftk
zGWK=j%lw+vb7R-FZM;AwhN!Hg<$}?ZI>u)58^`k^Vt~1@*0glE18F~8RoklWj!ZWS
z8%C5f-!nxN`l5WVWt*-;HJSo;LRG(nK(QeXL()mhY;5va41AU&d1n*81Z1v5E<wyo
z5;62lk169bZ+yRV6CuqQv8||?+c?|gK<omR9Z(?t`+E`HC9Q#y_e_2~YiTm*{5^bT
zPycBeOMDx65I8~$p1}(c2?D+z3Z+txaml$F2ax>;?T=3h{zmoLMn5WWyhET?fZ>kq
z$(-ywJMM%$rDe|g?}?Ce{WrL>1uKO>)fvI!8u7+I>6}-ScZsPfI{{-4I8Vv4hJYhJ
zb!~NLZ>Pgo$xf8Ta?>X9C6HzUZgc}M%w_0?_W4Tvha5&PPm8bC>SZOG%*MH2T=^zX
z|70Zom@M0SNm9P$#`N#&Klh5w5`MSxerMjn5}}dw4NgW!K%e%ka;m+wHzcRk()o%q
z&{Q;tMyV!M-pBBCP4bVJuktKk$JSG@X|Np}(0O6iEKqDeb(fZZy*^*A@1M&J*QSvA
zZ%@wwI%#j|moH7mk$zh1=SQL}-HkQnr*!tjUuxZ(>;10(rUt_1+qSWLf;@F)@6F_!
zoxeH-8~=K0@2X*FN*4($Ir{eN+k;p_<VX?IQq(3@!rk`>-cXg^Xo{gka(>Nt-mzDA
zkM#peeg3*S0x^p^$irRhF@Nu0OaCnYe(_Drn-leNIbISEgUR?pB;0o^=0|7i-Rpw`
zd=_JLK5qC`wABY5s|41`|8Tm_a($oZW<d<@O2k#1?&^FzHI%=tRvsbkBR%8gs;u`+
z+s#5XUHu*F?QDiSId==SW1hZxSU62iOFC1Z-7%1uol;oa=yS7ct{x~!?Nh$L&$Rtw
zvz*^uaIkdzb4F43_6qy&@%9)kwfM>mGj0mnLt=Sp<h{3W3~N`4Cd}W$=BZZZeSWjl
z{7jRSqVj?MlF@%9uamVNJUG^WMi8o*7#&YePDlwxB%5?BgXiYzhlX5=IO3H23db<F
zNn$|&0rRe}3ridk3H<IcBs*G3_T=$fY%4{>(YEQzWQ+HC9f<W;=>ruxs`SW3=gEGu
zkq`kVt%ru<8#3Lp?a43D1@6oZHeg9T0$K|MA}|Cbc2>CdG6Z`49TkAL9fOWpw5@Hd
zh)82kYLZNE<eEA-)zx1(KNh2Yz4r#Mv<{1|EdBxqGjzBF@?g=Pmnnu&y9ksBL+`s>
zN2^d%!*<Iz7Z3iz3QDD$V$FYlu0?X4GHO6F@7zD*${l%nu3#hFs%xJByj<<mBupBc
zq69Z({k!s<k!-*2*kzuQq>J)?_i{2#m=;P#6-*KKXn$e5XzxOd>@op`h%W>Z>AV*J
zz)`@ki;TqS>qjWQU|eF`8-t)4H%j<pOo#1c(hAiRrEqbzywr5P^r#6%@$&Bi8!!8X
zUkndA5B`4Wv?}rGxe?E&cg`skhSkzaTi%OHoWgBVg;W3@0bxCWEW1G7$;#&JveF1a
zc}al^;JjoDWZIWLqOjgDT7G&va=QpkPj-b{>hL7WaPrV4u19bBfG_b+(enD_z;0Dl
zBAgQc>L<!1F%s4S?ZPN&{8IuPWa1KZ=Kw<8zMxYWje23&H`{T0mll}|NRqGsyR;V3
z_Tbk5*RY{x%^n5=2BEd{o?zt2dqh{b#LsZ?S7FQ_(tMIbAHKqucpzMGaAER8K8iD;
zr~OAnE#71}C0zv)&2PlOQ3m)EU5MyvQeYhVLAwQtP2$QRz$cX_5dl?O7a&ud3r@+j
zl)_CBi!R}kX%<x1Ie@gpB;WLnqKmU>T?d#BAf}$BK((bhF<z0gZOXK4o-|8X1S?`2
z2J<SSI_NCiYF5D@{)Bl;9g|`p0k~x_97^)v?3eU1%3ujL;lPz>x&ce`PcjzOOkUxS
zOO0VyZHBVSV$fWEuW6+pNP9O@W->CRSTCIrzQ)21?v=74;gO@f#2DQ~lp--hATyu{
zNy8UNi7pXS&vtB|2hiXZ32}tvc*3YBoG0Nqc_ja>J^OFYujr*Zg|>R)@Qp5u#H$G2
z@a&$6gREpqxoo}QGnZ+qzzWKU{dVZ%IeJ`>V;Zn)C;QpGFU~_HckjE;{uUFL{&6_h
zBd@!c9bmh)`s?RVo99)bpRgS6&|VjHc5;kD;Ub2uFXqP=+q`!n!j^%TkO!5`L4QvX
z^Fhbs@7-H`w|4>a`}!(lzvXcJ+8ud3I=hI*ck=At5WEytXu$3x+RlkH5kVgRuFtLT
zXS>F&$eYi=cFYdIZ#ZA091gmi)3;VQzA)C6KU%YAbd&d9UvHq3e8Q3?t>ClU+wL57
zW}Q3Z=jyd@_({G%*rs#?#{KkJ{9n-XCr_*pq&NtGSh6-E_eKUTRVEb~zc{gGtFLx`
z9Gis6djB0&kz|$jK3-Ol6nbKfK=|CuwP!uJuFTE3SeeQje!GL4{gcRlT^H2s^cN&M
z(bD2`%KW~^dRpY__ssHQ{5k$r{dM6&ZR#$yeu5!5ly{JM^t0a!x>qY4N1f<rH;$uL
z%{HvRekQQ_7KOa$;_R@Qnbvc4(dz*?9D-8aDtspvizc3qEMTrmC0B++>4DalBwCWb
zOe|4sY$&QqZJQeK9lndU_p(gI1P&rHA5L8Td+YckuSdnhAtV|y*OM+4bhi3y?qBAb
z-1iQIT*3V5+Q}hn746S{<EnZhBiVuTy+<EJpn9!M&_#2g6oTz`gri(I_=T`VH89Hf
zA@;`NA{;V<+E|8p><K>TSp0n)s^lrsACDTLqwPTf5^?|`qFMXDELgN1<UfZIZl7`4
zJezX1KcBOYKHHv47zX}h6LCYozbQg%;s5{ruV6onuh<tbD;CN%sc)*Z=-)@yS$~x5
zA=v;4faHQmRCEA-{+XK{AyFud{fKbwt{RB~5pxnb7x|j&C$tY6snJJ$Y9flTFkbKv
zXeSVk{Z4E`a5Bq2J(KC+gnpiSYA6wTc4|aRLTdXKe{w+lfpbKLksnK(pgJC>2*;eY
z)5N^eD3pE5!spF%S6~&m4D}86_08X@)n+71c*G`3Q24!j2tor!E;WhJ2l-}N5Ru>g
z{jenLPiFtzpQ4nV#F8*v&$s1?lEb0K@%ht_EaPaw+w-St<+r7M)Mm6SpFMi+f;2O5
zOObgXWKgQdtr1op+QzL)3rzpPVdd;{7@j}FkNFruZw_y>Ct6_AkLQ(;M73=r#N;O6
zH)Mwp?P7k*9aX}1A_}fWd3CnFr=;(=x_>Y_yp=R?-FMBmco5_@d-Xt8B5$_l^3TMn
z#>88ed(2bwlhxH9UzQcuR@Qzf|M01rO3ZWBm~qu;{rNipwBkKhv+%Vr2>5Ydke!qC
zOG|G&&1iSA*0T>K-&bZIKlqvbxb8%9=dLT^#qvQ>sJ`sap?%BO0Y9e>1<_Fx=d4Wo
zQxE<$f2?zRtua2d5ZQNFk@{Ypb)jYXU$NydYu?3aGV$;|nS<We+%I)*IaUuEoeKh0
z0y)BSukXjs#=U0txig;C=UD7XO0L&Xy(OSyqVD}7z#v-Uz7)TZ970V${T&Gnv;3*!
zN0!s=>)G0PZ}*TBc6q^0!H1THY6%ghhNgUKe4-82%Vs{%14uQ}DtTcAd`I){+HNis
zn#oYqKl&mzHMLai!M2x=PDF%YcXv4#m*8hE9W^x{(#zY^(-ALUnjRkV>FIeE7A_-^
zgwKix#(+|YV+%{EA#Fcy^cwhpxO1?NmVz7%1$QByhWzjh*`%Pi3>47(t6Uq^{38HQ
z&yJ#MCtq$NZHE|eQjo@I8WVD{973uhjEF__R?i5OO)Uk!q1hhOg)0KZMFMv@ACFTC
zT83Wq<X{<lW}~OFfS2^h4I{?_aPO{8Uv~vHshZEmJ`DY*3j%)*pf3-$+BaYWi1Kb+
zn2KC!Eo5ESj0+ac1E}-s@xsPg>TUFc^<2Z-a}iNrdqgTFqZtCvLi{F}X`=?#2^qG2
z-YxmqbTB3`G5h1|V!GMt^I)YLm78v0z?d$2(z+3aO}l{!Fs3f7e<FLL)cPmP)zoh}
zaDztOHr)w5Y$NFP*x?q(0PLWb$W#%!p8v*CDBHEYPk7)G<bopro=xJi!xAjqjmW)%
zljIP>21Eq9xeT1g-XD9*J92f_VB`$mN=_t7PQ*(ZB|J1p90ayU{L%`D1Lho*GhW_;
zSq(b>rhWMC7#<coj>eFdWbPDrlq+ZPo+jLWqZSw&f&x3eHr&G?>Pvyql0f(ju>f3-
znos0nodMv+XgLUE!JP4mHaJ@$z?T5%C@5GIvILUH!&iy``!$Js=|%N#Q2?3;g@Qg|
zM6M75T?pP5=CI&w<uyUuSfh6z1m}Q$09DZGi?F8@RPy+OyV?e{Ly()KW1{zn6B`_%
z3ykUj4Umpyz(qtSJE>=L>5A9U)xoAlrr_C{F+&kAc`_sDn*M&vF&ao{xP|<=hpg&A
z08wHR<=$>M2R12T3G^D*&UlR=F(LyQMiJqmc0&m79yM<s)iZ9j(=V!!&o9+~+y4|>
zF>>rK7u|pzrPKmx4Svn(#1!inei=pkg1>Tjhi9zwf(wXpU;;}~oewXgUMT^|&I<GZ
zBiTivC|;8o%m$6x_9j38=9Jb0KgKWa!Xs`&4-O&dm(}up*=OOsMJ7J3KT6oeen?pq
zQ&RVW4LGm+?Ht%^q8WGk&dv!qWQ~*Q#?b11gm@xKTzjGmT7CUZG$GRa#RY*qVHheT
zEk){@vmId~iNfF@UHyJPxQ>27%_%suMahdYo#HYB)MuqjXBje|<h~Cf7W^2}%n+G<
zhx$_iSIsJ5DA+nbh(amy3xV|xU|C^O;GIq<Z=~V@nm7j98QKMBlTLZ0Etd6&O;)dW
z$bgga?sUYH=cAfS7rh^58b)`g6KPm0=yf5HimO{|KPjL7GAL$?;W}(6Z!okUXOV5{
zNsM>*f3e;5olXOZ+Wh0pBi!u2URXD*fL*xMPzbn)(apaYw?>}sEanC8<qzZ6t%b2?
zaf^7j^)<v?z|DB&V!+?`enP?53+9Vf$m`kjMcf(Mul0Jf1%{)V>Rj7LAkUlLF5vb$
z>)JpU%SX&MxP#r#8Ewej&y`ll<<dpO`8c3CP65pU6gD`$U6k^Fvp)5wrV~{0MAssB
z&Tn^Vp%io;(kfMd9oIK+{N>Do7$4OM=sTGM2rr(r9dWM}D5DsN=$wSf1l=qHf5->@
zJ?xZ(A-uK^KUymwPfC9#A}@QBg@M1{UO6d$tuHxzuNmpJGIJQ54@6Y!`gV=EYlE5t
zJJ)ud7pEK72L(&5XT@<*KAml*4-e?!(BN_&*}FyACBBnsF1&**{W{K%<I1DSe^DRm
zJd5V&VpY1w)4*)GqP_N8bLh-hylVOf*XT~KIDndm93Y#0Bgy#5F_>ZYOH#l;szCBy
zk;Hj_4fpBW1$rg%gl{YN1@SiJ)mFaDjb#gbZoV5?sD{BI^f+@+1S)f^+SCgFYVGSg
z{;Gr9RTH+gGjXl5y0>7F(MP7?4e5+~<|0z+0xUr3{hY1O8EN%B=V6+MWpgo*j@$J&
zi<^1jj;!I2Z7-;ff3&INl=2rk1ePPn-7)mxF(?r<`_jWi&9f?-i~|&quK)&sOC~kI
z`-hC4KJBv%L;|n`<?{3_-iINUnK|Xx`!)ZcFV`|?Et})mHcb~jt4rLc(GhA83vY2x
zzv9Tx`MW=PHKj7xF;pTSx`>Vl+ab{?;A1+9RYGLMS;tt#Gc<7=5pubHdd4Jv|5k3K
zDlx#u$HM_|>mwd*TO%umjp}B>AeK&9fC?VKepmwK{78nww9RE@1EF5%kazE2v@+@3
z(SP&;suTU>13Te=H+%Vr=Ne#THUn-_hEo+GV(z#;Zxyd_X}9PQsj!HoT<QZz_%U(D
zqtiog{Y$OX@&0B9oth`J7Dd|?f~+nTOr*0>dsh$TsS6A(eN+V3=4(iGK4%#=e)@2-
zIk$QcKehB@6T?|!9h51@ZNhMyHvya!dHvV``RrYraebS>fbLy(Mo=FK@>T_8aUNu(
z{wB;K_|lC~86r@NShQ^SIrVkAs>%(L7E%hT182cSM|dP<%4FoLzng&A=5~X3uYZDQ
zDq*tKj=P6CrEJ?>e@fb0(3Z1}W)eUCB#s-O8E5zy(buIhNTktEFf#sO*eW^py8rsY
zuWvuN{`Fl(qoP$8C|^0o-dAL%O)Dqo(*##)zAc{QIyKyI-6?)=GXJolb-#DL5Ktb%
zJLcyjIBKBZcX|ZnVYsodoX*m6YA#bM`6F$A%T=nmXn$p>W>|Ya=-*CZhVVVqWk*cL
z5GyL+3KL;Dn^<OD<5UH@01-%#-H&V1Ix?gDw)Oh={V}?@RQn@3c0&8!$Q;J(Ds7#w
zLTukS<y*ORXN{5(BL>n7(^Z9SuE$R&8y6-FS*VGrZ@W7B`^dQZ2PiAq(ck+_4N=9S
z+XS?PVh&HAP#sN1Myz*trGNSSaML??&5_v0r!#^2qu^ktjt(*PX-myRmfLGO-D=|v
z4c%t0Pn4C-yuF+63$SCX`HoX4FP>FIVG`E<t?VoV!+Sp-4T&nKi2zS8O37Zak4ykF
z#IOXCW#%McBZw*>x}`eD)+HGJlCA4@`#e!xGQ9Vr?k_t<xJLnG%Ou+TE*QkI6_Nvc
z9t!P=p9;79!gdht+-yqS=xCjmS;<+ndN9$8zyMZ%2w8{8@^Ep!&N#QInDXozb@aOQ
z7UM6(fD>Wp9rECzG}H2pXRJe)q>Qe22CZ$b8ZwTo_$&QADlugxOG0uMz(v4#@ai4#
zC!9E%&@Onym+HIA)JsCgWRU<qft?ncpgYyy590PmQBJ{;vnX)VYO`6vl~|X@fH|o2
zdMYWWic8X^`tl2DPH}!J*Dc%3-?mF!ThYbp2gGa+{2PiY-@bgX?oU^Q11#gtrnjsN
z29oGY<@D{l?EK(Z42KtEzx?MytJXuM!fD#<l#8zHllb&zxg}T?p4bL5UNCy4wS#>s
z@ytAO5T?a;sfO}@Wc|`pSI^dom9vfDI4XyX{ZdUEm^n2IamqY^3mCFy!VR&AvjthH
zSo`g3W13O{&T`+|Plu!{y@sSWa$c(|Yx1JQi6~078SXGM+kZ$9C9@Yf(`mgtw0|!^
zz8IK)HE!Nka$b4vJv_i&P9!EV1u4<j|Ni~^M{@c3FS@9!K)D~(b4-mxz#Zud_*LPR
zR64T~mq9v3%%Aa!2ar9p8CIYn-oxmE7Mw<E-;_S=3vi+7vo+XSj{gytmLh`$EFu8~
z5@JiRupbY@Y92~qflwrEV>UpSzCN;MI$CWL;W@T;P&uMx)<oJq+q5xTePOoaV6@_5
zv~H)j{5;|WHm8JdFX|bqn3!!H`bk(e@w1wYtJ&l0k?+?7qVK}zszzk%wz?e<l1t3D
zK_#F|Ck&P&@Qh_3Wmku8SNoPr!e5toyE5vJ<x~Vn_yq{V`bHbJ)>bt_`2f^;3y8hI
z1?LPPRH+a$y>*+&QHDrS2KB>q?ne{r#S&m-Z`Jocuc|@MZ^N%W32vh7()Ej@9<0OW
zUSUmq2=}O!SO?jXupNO;_2(7f{4?Ig`O#KOQRI9z?%rXPQsM>i3e4k(QV|Y5i~_2O
z227S<Mc?hec-hfz5Tr9c$b~S-qFu8?U?O--(UG;{MEv22X75MQu#2dtVW`dMlg0mI
z>8yjI`rj{3FQvQEA@0%$DBZ{|At5P9i3m!A2!hhEbSmA_BHi6A-67qbf^@U6zx(;l
zZ-!x*;SXk)d+(n2^PKZKv|IC!*9@t5^jCX0FPw%h?T0^#<uuH&i_Xf;8U*P5yiTHb
zrTOeUX7*M<a8U5g1MRqKO3Dc{vp9ewl91EJ;v9>Sc`P3sC4Gq<GQilG{NK)m@yOgq
zJk@@^9lUn}M#-Ry(74I@BPNjg0CS2i5X;j$klH=T8;KP(wcf{Q0PYn0AL_FYo^c<~
zLc<1Su_Wu=U}*z}=+__wjD-Rbgm^3ST3+)J!G=|IzaSB1vS?yKR&2MhzG`4rcuTTR
zeSCdbxrukGZkDs$mp60agJaE<LzTr?aMD&0N!M=<_c2L+wbbEDFTU>IuXdG&Kf!by
zYb~dUpC(iuqW>+PVq7qHc0BLV2mPBtP($R+F1xa`ltGKT#pcpt98as>^~qAdpF2;>
z{fSX4@@O4sBfX*v4jxHpZKyn1x#+($fZdllfUbgUltrHN7&g{@y}tVmUNUq$+#i!*
zPxrg;SZiaqIR!6AJn&LK0>=OoM0n>75bKeY5<R{e-B|C~?@{nZCVKf_2lcS$LerDI
zfccj`DLf^~5Jy6&@~eZ}?$yMp$-adGTiTPy?oGTmcY~v~G42?tsmp}b130OZS99(9
zz>9y*w{uee7QWc(b_6g?TKpXde?v7GZ+bYQ{7*Szo))UZaPaeRJ9*8V{DaNDP1e7x
zU*^B^EsHpFnR$u{oQ+ge)KsF`o(ISXa(K%!K@eq#FIx&QmY1Ed5ynscwBr1VwvPxl
z%da}j&!H@GWp#{$NttI*tgBT%vboH6I1|C^XzDV#bwas&lKTzn6b7BzE8k)PJ|*mR
zCDWf*WP75Ri7hi|q&JIQe}S&FM3Fq~JqZRC7r5EqiL>*PhVk*hdLIgRn~$lk?ZKBL
z4_1iebr;-$ne!*Ie<DqC`c@pLxAm&|M(F+F&4_ac*UkAcIMEe08#r_Xp14n;?{ZW>
za_?V`%Fc>CqSW6CfjUUF7`iezV<|+4O>##h9=&DvOQW+c@ONVWu>O<Ge}iHm!HCgq
zVL=pkmnP#Of6pC)0*`$a|2-oIVah*Wm2cSfye@x$bFTd=C>HI@<`WAPPendrK7&SH
z;@E-g1ZuC(MarK7sh(2pZm+F>rD;f*xl^gpHs%v`mw`-;CV^MJ#aT2Om(+m~?;}aK
zQLgkR+m+0*5CSKmb=ZXIl0xS;Q)$#jC&WfOZsA|&$e%<}zVzfnjTAb{=W<8aYg%h^
zgu2@LZ$=c$Y&t4EzrlCRY9QN{HxKRV@b5HMhD$G__8&7I<MBrJbpEQwyGFEwC$64(
z1k{k{KPOc2rB9b5#DhE}oKxsWk2MA6m;tw2#t0UM@KUF)3%u22atxBRSNRK%%*P{C
z2yzidi6E?GV{x}5V9@{FdJ9Q_MNY-b=lCP7WGAVi6&*jVm=dj+9vRznS@NK>bpFs_
zWTaLU?!NSsl_1*_hk4_0xawPdd9oa2UZ0W`0Kl>=c)MrgI+LVuQ)lKIX(I2TrF1de
z?|YHlzWA-H(S}6Anq;oP!P)yn_Jf0~`B$%xif*y$GGzwY5uU+8ajjuV5x>fFQyB-|
zj!bG!&%Wzvdow?*H!!6*Fs0WsESJEmSIak6BW(P3PoU^bsQ6sa_Dsn3oYsjz#T_@t
z&nF(YXh-1P_ixSIKYSl^n>42g$auU0*2xZ<jhw_FdQSE^x?JblL8odQH1Fac$=NC1
zxi>E~4CV~p17lwl!4I+B>e<~meXHNJ`7iU8@cWMIiTGyAqmurt?nW^_&AdOxevhI@
z42MB<fAYrLRwc-0wJPiQJAe78sP+D%onf1v`-8?pubSFjR9ZZ<pRK}W_0YMXN|koF
zASHNW>r&V3QkRL|=DEbe^a-%+n8Y=4R)eC^`%w}W;Y*TUJMDvbrfrD_mb7`rmOTAd
z!%BrpVWo<p&woU4d?y+TA;iN2ic!h#7T50<)=(ac(Tp90JD*tO-<YxrQ<>GoZ&&M5
zetSdxkE5?-NcE{w$Z#mJ3h~+Z({De{?D6gyea+O9WK%@AgnHrZ{7s@#C1kxpMMXJi
z^we5b{8|>E+c&l+w@h`-vlFsewtITa<m6chKre4xK$Qy~j~U(-bAS3lI{3AUl=kf3
z-}$PVd`nI)fa-3^!DX4pL6%cel$Qm|Rg8(kWh8Lv>69*)!~2~dQ1x_eEt0~IumSrB
zQDls*W0lN8gT0X<3MPJ&MNL(p6MW(m?2qT-=HH8(gnCJgBdzz>#}8q@#?JBU=?7j9
zKb@nD?t%ip^?)@>Nm!TGwPUVbhy1$^@@jGC)B^Rq2H&HX_%?Auih;$_>%mApTP8Bd
zMKt8mHjT$d<s{q(MVmr1`J1dlCbcFK+2bg9ppDAROD8n)xvHdj^_j`?<BoKx3G5JM
zqKN~;19neYOfzqaKR4;vF+!;h$=}&{YM=T<)D-M)^SsF;Z-^%nCzAQedy-Wb5GwlO
zK4!K4c_xTa`19ud(c^28JIDJ`?2#Ek^#GJ@vPk(OaxDsxu12_#E9Cul<PCV@SLbGs
zC@Z5GQ5;hNQ#+S|mnnS{36H0}$9=oqzFia&p&FO*8lQ+73ny#+f*%MX02xvj(t!05
ztp{AW0j#>B5=SLP)u$s3sh4;)b;Hy2S>meM;{GcE<kK?8V0zMDSU*C(ua`r(-n9l4
znGoG$^9N>T1ATlTJms^~HZaA1+g?ah0wj(gh9cnU--<EVE$q1hZpVMp>16GsU-Q*p
zL7^NnS#`tdSgRFF%T<eYnywR-<MR=s2VCJ@XjvUM6DRR(W1C?m1u>qAX!^=%I)NBE
z{^-Bs(bihzHqqn-<m+5(YyDX!q09(0qa-_wWl;jwH^e^m=S6!r>&)Qra_^YINT;De
zdIwxIe>@d(ow1sw<UDDbQAMp{OQi+ksa{NaJnk^f^!+0v9)!@)HvM1k|Kt_iFsJo-
zhmr2M5$OAq3{~*x7#7LI7~$C35%`Rk!A&#}nsr9wf%c11iw^l5x_cq$*i1@tr^4m;
z*e3kSPrp3IH6+G0ztXk75a@6t?u6Rkll-(+kHz`bJ@BMxZlI-qprw7hWTB&EqNAoW
zwd!NMZFwVu9^=6C<sso7%3jb<Zt6W!3obmkXfpf!PoFDXY&c{M{5l>uzg10aGeW(6
zy(4Z`jj4it0dOh`oV^?HWd#I-a(jF5hL#J4R`Z8f@+(ydE0<TRR8|g`)ebq74ScB@
zag+xrsXw*&2I?m|elHAE_Xn*&CF%SKk3omRWL`&m8z?Z5k9*!AwQS#qjtopBnN+AP
zx6nsYWrT{k94>}8l|dwiTqK5G1lJmzajgN7@Z<hm1A7P|j7DOe`1nF+^#7120h$;a
z!<+J0Dv@Ri3dOkr|BJdW{?PKHZAl0_ZL_6_i6`M5cw0rJhl2Xnh1~#<)Wt)0gFhC3
zoIS3!(dQFV5qfhDC_svhNmElw)@)u3j5Q2GC@7;sv-^Q;^&yd>c!(9#LZcC``^pNW
zGzp3D!OzB^NZ^QPc-O?JRrdcBT{d1PwCsSTlN!rs#k3_dHW~*PUkdLha|~s|3QZRP
zlfspYpv*SDNJ)Gw>}tj5O8W(0|I16d#Kf#7{}W+4LuI9TjgHZ`)9sU;jH7K_OI+E!
z{H_Y-e-LKtDmK%7_p6sd?4>G$3yJTqzFwgI)%!VvAK#peMlCalUG#LVFQ<rJCyZO%
zI~^>*htn|^?E!~8hHftZ=3?lf@Y}QT?R3u?^mXcHqqFXTXSoCBzCXdJ<?64LH)O!b
ztL1F--)|ncK?~A`b|q*8uHSNZd{S&PAX36@gt5Oq3D^ufe2$B;KiD|c>PdSdakT*%
zL%Ik`9NSy(gS_s5O}MwuJ#HIZB|<7?5o76vKE_^w&P0IKUr6!a(Hw)vBO=ssF-IGM
zfC=`$&Oo)1=YFZl`cizA9v*JjG`H6u{1KAL^w(Z)%eCb07`~~?>8Lcjz(!<i>1o?i
z_=x*kyZz5i6K_vHn_Pz^XW^QO?YEz`75NWm2j}ddP9P(a&|FjM0YV#GBa^_e@PgkB
zzCO|1vO2G{H8o%3L_T@yk5E*UJ|j3smOJIK@IKPyXNvZ|HvTU!3z2vPthsv2=+7ct
zZdKb)jf|J^8=_XqrKM;DSK0+`yaO45Ism|>(vQ0k{;B6Fo-cwSFJ;csd{g`gck;8t
z!(fSB8H1&v&n(>`!j&6=FTS81{dC+J^5Y-0v|m~q+JR~hIWWUq{GpC3Sl|Up$XI7!
zisph1!bkQ=f_9le`zhtz4|Lz&F2Uzf5&goE;c@*XhuWQgV5E;kS=;HN+_K}H2;mkM
zarHT}dbqap1*4jQOOwqn%S1$P7@=u#HN_0A6d8sty*rt~_HXrX8N4I$Pit!TI1#tV
z%U0Omv7xEFov76<mj`$_FUF_6;2{nHBaQ<9cn+mf+T`?BMRA+BdXK%c_t4#w9+6oq
zpe82vXW@?s^-ehdlZaCH*l6;Pmfn)cztwYtJ=0zzy6Gqa_0{U;TX-ChNK$RtWJCX+
zyxi9QwCb2tvqEv_J3@GS(vDlEsAFi{&J#~AM_>EVqx=iS%!YV;uib`~H{QGIAN?#N
z|FUqtm{O;mtxo4r)=Q8qV%OjC_9_yrxq!R!)s9(@B${_jMN=QG#!=dJRd3xiyuew-
zmM<s_sG#`V)yZ<ycdFC0SLArB5X}*mMM0<*8vH6W*rCEO;~Cx&N}8c;4mX@rBc}35
z7h=WugV>#k!iN_|9?9t9!@&YO88OM?-4Ba4LZSEo{KD%k5<Z+#_EpfC$;l<lJ*@k#
zV-1WrS<eGSoscs^EU8HQH?UJJ#CG(R`#BZ+IDM7IC|FE4rO|+OxuPG&`s!DHKlU{&
zmrY$uH^T}RGpVV~JGx+Ap1NypOSgXzOZG$~IciihZF&A(b!(wnQKMOQrPXpt!#x9K
zDzG}-)UUn{`Mn!ee~g{Kns)3n9JS=s#!Z5x*0KZ1svCI5pF8Q2Fi<<%vI{(OHwmo9
zUer|Y&@>wF_r`|#H;07(x^}Wq_7t&!1oM8a7PPM(b@q9d(@<hQuTOQ8rV}VtlY{+`
zD(c{2pHEu-pSC!wFV6y!nuS<zou@`Fs-B%y%MOR(dNQ0YW}wS(SAxnJsylwfq2On_
zR2Q+E-zc_gD7UMrwnc!!-qyB`xkYRaVD)9$VDH{wmD^^O+w2T9lPCBcc+-7bnI*}9
z<rRGT?G=&3K*VwBtB5)Ml$zX3%cf@Yf<mv7TGvcF(2R#2d1JF%cD`v@305cI;+@ge
zEdwwH2;KGBKL=bSw{Quu%gI~zmInL3_t)gL>d<CU5myf*sJpHsQd`O9J%N96VYEp<
z`LBL5CS@$2;0Hrt#011lTnljK2@wVZr#HqQWaM1k9*;gmNmj*g9&nG?JRQpKQ{#N~
zeUR`Hbiz0|Bs?+6*4ah(S*@wm;BBz8ld16s4>@hOkB(kW?)qO8TxSnLPr^ehE>6aP
zD9=#9^?Cj5WYR7S^cpajL!b%d<f&9o;vp1}-F3=Ahx0F0&XpBq0{pzwll)U-6S;+Z
z1%=kOTIP8iRt01^MfIvlB?Y8}c-b8q(J^sB#t&R*cuVnKZp$H}V%S)fwvywbql4Zx
zkMR@p8&~vZn{EC!#rF5+rpZ`&8nWh|u}dVwam3^uix=;mk%Q`eHPA03ObgNVA%sqt
zaPa#TK5W@#mm7>c0qg2Am~N^xdHPb4=>KrEw)<@O<F8|T?+q=IRj&g=KYa*lM%V7)
z5_Q)4zNq+y?KkPk<q*aZtV`JO>`EjH6A%$`qOmd%CI7)f%I{y|2iWP)4A>KvsxE!C
zjGo#pB73!;4a%L;E9|1`#P!)4w11y!MFgIHpE7#n;hUn+SLqvppd?dEVl*UK`txt7
z^i+bVP?@bfpmu*%4bsN7rjuyhdgK~yQ8)F)SVC&zrgjZ^Sliw#cmH88;f%CAkTed*
z@3OY3h3U|V6Z7x{ex1%7uHt~^^Kl3^p?h2!Z9r3VB3^`f-lTGjVt<M*A--8!30+4F
z>8M?qsqJn{wV)gy)#2g@;kw-|Yy2XZi%i3!OV0hYXe>qBII}QpaEVbW`m!k1u5<aQ
z32(R>!nJcUjcyeUm09HQfu4BCF~5?0s+#|8zZuaJYF+Q`iX{T24M9NAxKAQk#i>_X
z$%(gjnET+tfXC={V(9QDbfeP}1?LDJD17yFd~>2YE{TB7jp}XS^KKn%r{VG^OIG(j
z^&eJQ%gZw`8tF+>k#SS8KURYVDUM#!^OLpx9Vgq<B)8TiD~MU+B46t_F;VtG5=Qis
zJRCS7Q9C~hb3XoF;rO8XE2&`lu@LX&+~>iuF=w+KQJ;Iiz?>L>86zn4jyCzT3Y)U>
zyrFWBq4IQUzTbmmFn10W$(KjH3vGDXu&U;-QLeZ+J}Lv$wB%PHxM5&=cuu<TB2+~g
zm)kr4AywY*Cq)70!0{i}1$;A>-xDx7ODZQAbdfE_W43*N&p6P}3yL<HNurqXyYizA
zgmNR$0ObBvEV`ZG3gnM)nbUEf^U-#l({`KFcA1H<pN}p36uMXxwopW3Sl$-;Q<ZTb
z{y&~>@7EeN=ZaU3RVv@gP)B}NzQsySKfV-Izy417^d4Y$-Vu_p+(W`yU=TFqgBeO1
zR)z=ouilY}j7Pv$K+2-wUy9<CQmU1FtM#LcUvd(`XDlS<w#CIZ8bzt<#3{>D!WL7N
zUl?*WEf#p_3*8@_`#e!?L&3eT{6<O?m%}+)hb=KBdYH62Zz()D-UF5ZQnnzOEfO3r
zta~2>%-aAk@G(6jJ_hTT3(Ou@)*n~89#>umyCy#Sp33zdS9TAEEzR1BweMqsf`4bc
zXCylYD+MEWLWzK8L;O?lB=!?CsUjTpgvZX?UqyOMsc%Ku=M~-eVDuzLB;@f?Egep_
z$~l1{4S$^|SqaK+#vb2ev%s)?B609=v>-D=_{iu1c*gr{`3>B1TrdX4Mq>Y{C;O3Q
z)qCRa>1mjcLe~gyNZzXKKQ=j5xom*rf8@aTI+h(*k0YDJFXz2tOkf>IDREq#t_==D
z14XZVU-VI9U0qhAVz|ekr-_0+Q4gtPv)ZDW1fTN0POi#JDN1Zgsq^)%%c_Va){6Qd
zH(fjXd6?gk(BVk&=wTm8gq`BR9#3hi)uLyX^U<2uh0w)5yTEDf7S-pG;pL>%+mBwW
zZEdoxaEFZug$S?8x~qg3c8t^3AbiPn8`!L3?$?6ArSDul?tbNpNV$5QPK{aACLDUS
zI9!Is@f?&c+>&twZ{8YlFE*Z{mn=pOJsZxthFHC!2Mc=l`@c5TON%`m%r<X=cuL;s
z)w_6YHdhWLB3%NngV;&5A}rXUsu3?z9^ZZNxLTbV1)JQW?5V!DLA&`ds3%^cFHS6<
z-GBIUa~!hEo@@RjJ<ZF_?Pk^rm~^c`b<~DhM8!_mItRnL@;8}dM!-MdhBTgn5@&Z4
zD@gVIyVB$P)_;dD>v=D}Egc4N)2L3*{e3Q|o0iWd_BKgGH>Dmfk`I5@@JuROYOGc=
zIBp$(*Kn|%yVjjPZ(bl)MSJt>rkRjwwsy8D1xxk@1PA-PC6?RLWzAJk(=yAOo5Egm
z3(vw0aN~7C3GYB}sIcbAJ%K}PeVXMAIO`QehGHtKc#lAX5RZ{d^%!hZ`?Dzx>$9v#
zuz^EIM2hIfK<UZ~dnnRDbtmrr?8n|R*H?r0z^nev;37>py0XES0aLt}M&bV!hsliu
z>;&3-Oib@(X=TP0Q-al0ZnqC`nqJ&f9irq%oc-7piF1niI0Ab?D29MJI=Ft22dsrj
zJWUR%&pRjovT$l%O@0s(f1ydhLciN#e@nu_k8)MV*EzBwF?`MR3afO4z&X0Eq;^1L
z`yskhcRis#@`swkFE@8pun&!_KOY|N>||gj;d?5a-whe0VQ_B{7lGJ3(I(*VMseT?
zTYY(C?bS2T2(jC8ull3qVt9D34#Z3@%6`ASv3Poo7Wzk(l4W#6TRi=|XbUQO{5QSM
z_fCG{2kO#V8<$0c@>7Az+RyGgMyHiFcLmkeDK|X52Uw;XW-gBizjE;7DJ+TmY!5in
zwY$mx+~xVSz^o_G9o#QKxA3mA*l3%J=5AH&y81JnP*x|Siv2L*3e-Lkn@g39!k?oL
zj<t$4KKnYFq(3+U0{9njHDR6ODtRcjC;m)p8;OpvUeI@52n^TxDFJRv<Xc?e^8hed
z%D*JC1Ahi>{nI%GXJuv4_#))|fmw^oD(ESnB(ppz4m27CH@@=8VF^$r;~=EvWwoMZ
zrKP1z-WL|5LxJgt9g<(2%oT*rPsXZN?_RLEy}yWm?e%2#cva|{*6;!4ZKJ_<P(y_J
z1BTQY3HXHApLzZnokeY<iFeUDQM9S_)R9yNkM<5}R?Wx<`7fP?FTU^|l`RfejD4vd
zbr3cYPvU>9O5+sxmFtC&<DzZ+{ABUju2Z*)#p%BTVR<RFEg$Zmuz1_ZpQ;&Qap}JT
zB2x3y{q!?p%<_KPey<gX1iSJvPSO%dC_CKj4fIGPQ(b(03|(||a@aY$LiPQ5p+L~!
zjWj;Arm+DiRV@t_KFQH9v|oBs;xBIE8&Y-|PHr|9a=q<;wMTMV;J`n?uNkUE{z{Yl
z)%aSN)<<G;W(O0$ahc|I&s5+Gn5w+!Y!+qAlaeU;CFxj}Z<_VXsiE*gORZ~5u4_r7
zmAUhsi_NCJ$+5BFDnj+%*tX5o2C&lR21)P?JwQ5rylA`rwfs)%vPXHl#SL?oD$oNo
ztUTUNU6`FQcwNOTQT_Z`CjZk0CcXkDB5pcFuqK|2KXq3CHpy!m>bDT;x6w5EQB)*V
zva()pm6e2N!n0KLc<?uag1zzJR46d^g}HP%Rok#m`O+}$hnB98sOniI;Ei$L;|w(T
z$>w}WH$N#{QE8TupV^pGQCwBW$CJy+TrDV8&dd0mhfQ39lV5;el9fgDIf|!!p1F6Z
ztLM+~P(RSOp;AQ~Nc!MKL-Ip;SfVv&c77r6q_(&3sD}1J4ofZzJ2N{j4^a~@>>ftU
zKjfep?U3l95gGqFHV(gAUSCa3U+u}6e5~mvg_)&;CO_{8zOQIxRl)$=yAGSQQMMHO
z6kOr0q&RNLFGxWs6GwxU<swWx0cMKkcuC6t_uC^KEBk`Y$zqlQ4wnZJ5?Yh{Zj(YK
zA69<LO_CI3h4_8S5jnHIoV8vKtz`~O#CwQ=Ww5nf2TK!93@}$Q823fIIP&!0bqO{=
z+z7nG#RDF;!mglRAO!(_7wlU%SqR<anrCYI^GJ?E<WP)Il*p#~o!srfQ(c>?+c!xR
zUeTtGPe)^0D<nE>=W1wfT$qRDu8QYxP8U6t^qRNdn#t~vZ^Zr>dZW?0QtU;vd|TTN
zC*;Dk4@~Mv&Quo!>$cuK!@#PTD?g8z;X3(B!l+IcBr&i+ciN40gd^&85KaT7%YiT*
zamNvmi&Ct6BG1cMo5)f3RuLmDpCV755QE#1#6!`!LD}`;t6l(OX=Y)8ZIP96vB{db
zHTlL0-S+O!Cy-d`C$H(~4FKd0|2Q2`IXD#?7wY)l_?|Hp=mxTJy$;IT$+B1UdKAA)
zAG@|nzrFwH!yehk)fKx>o5glpnKm2U6OMl-oW_hrtu4iYj>c*GsR?_=E0CNh?8GP9
z8?}M!x7%%8LAb67dHdw;+b46qlHULgS4DU__2)#o`)u+9Y+N4gmmUwmIkXr^kHLe*
zC*YdyV5B|l49fi~^;tgxgMDHI!^2TRym6iRSXp>hhJTg0uvio84SiQkjCxmeLgZLI
z>{#8m*)IjVVg%fbTOm&7L^V0bHEiX=-F#E>qNf4a`0z+y@Z&2+vi~$54TKZ&Ve95G
ziHO3HY<9qhSk}k>{?IjB6>{6b7~5w+?+_3tJK?y`>|FdkI370u$HT&`Ov)UAAEDq^
zPV&D7shiLpEgKpS(THF;DtZGt_G^ZgZ(P5;a`xD<p2*Sl*zx+<5g#EHiN-Ag!UuwC
zUVL4X$Y92+px3@gMbbUy>mctb-qvnN`d_ROexpkqp6SQV313BWS*U~b*c%Dm_YgKD
zc8=sC%%1Ls&qx9TqZ$fIDx%r?;3!j9TCrFh+!HaJ|6GIiazrAOt{TQ<8Fj%-G(5mw
z7K<C?<xM#VKVpKEN@2R((767D8W*ZXXau(p5<)IZh*!WJtRj}^66p^QMI!hkMaN+*
z4S0SN#AJg1t)8*^fLaJ|Qz+pk=(UPe@M!i+OMV)!NNQb#)mKyPq|mP>sxKrw9o3bC
zG^j^dmRHchb;%pw7XyCZ?)?NG9!QCl9rj;s{K!u-sH}9}+BzH_^5he_+-yfrgTUz3
zqc%8$*x67yGg7SOs#Yua{>#OF?e+)~x#|~`@El(6b~oFTE{WNgIw_Xmsy%GELf?n+
zJZY-CoQ$}HHq{~RuEQioTI<fyVLwL>Ws<+s>!DX~PKIo_L`s@a=#H?kZKEdV&zq@Q
z1G&`c0K|2_7hUNmpuU}(HmD-`@enD<cVg*5v%h*ZDhq>lU%mi#yWmF{tOcAMKm^|f
z`Nc$lRbNO+J|KgL;&-3@TGxtDQ+XjSc7C-n5fd{$qNWB98l+~=O;8^$N=bY#Ce`fl
z$$GPQW327ig5+0(MbHzq2VU^{%U1Rav}4hs-LDLsKj-IZH6x8b?Y>SJeJ&PX)^n?9
zSkcfIZiJZ`nSavN)KgYL*d|((r)vfNG)qa9jtt598D3Bwn3Wm*7}u9~OtAMa4k5sD
z#418{#6(5Q&t(E1x=G|fOy>x93<;bhQZQ=?+fZYepV32K*ke&GiTZ*^ospo!;e|mh
zG=u%p@YUNrkJPj3HTQ*orZ2p$adD&;tR=Pb3Q@ClB_rO4g9i7~iStbbTJ;4#J3M3G
z^jM@mdjoQv{D5qG_$TN2De~X-r?u<oZ@!}jaw-qD0+79Z?FMwB^FY(q7rLFQFBzX+
zOh{W=+7$9N)S~@HagOMh>i!fS%fI<dpSmF)Cvb0VdyhTTjyUQVI03(7r@8`pyRgb(
zdtD8kfaPBL_ux*~PnH(uHElw#-Xc#v6tDKTj1`aud}x~@B#YJr7s`$r%=_X@TOK^2
z_VUJr{hDgRN<&;Pyh-YuB)JT-`R-@$JTuD967GGr;mQIVEmfqBYO=y%bUv`kC?WPS
zZ$8s3167$%vQzj2BmQF*qt8l5U>gdtzXkQbDGZ+qW6>D5;{)u9dtBgYb%dLV0Zg~V
zKCnIzicv$4tPOl5JJBP(p4q9j#R!Et`7Cf7YrgjOP0o>48$r>3sF46#kFP*9<E*SO
zd!MaA*+5FNY?vUdju^rLA^@X_F%P4if_-JO>b~dI73JX#K1EoAu_TQ<WWu6}$)ZCw
zHT(I;3Iz4P;fn=U_znx3dEN+X*{a%jGUzJDVCmk@AP$>4^BUTVhHp-yh8eKnj~SNT
z-JH&5I+v1s44E7EZj+Vg3mpNZ&#UqFN)rz)nZ=KH`^=KX9QV@89rDvdn)6*LyQW#Y
z#wxV}6J-Kf^Ym7}#QwkXYbpauf{LTkD_`d2da8KaI3zk-`}63%s#Dhtwvfqi*Njwn
zo2Ra0ig+!fXZChKy#0IHTy#|Gxz?ft_@UFY@Qd^(P)UjU!wpN!9{|mpmbzaP7{w+h
zwO{<4U=!G&xDA}T_n$WOpEPnQyX_UY(Ob_K0)++2bi}9D4gy>inw%BUT$R!N<Lk<r
zSwK&*K!>NdhvJ!|+C%$3Li~HiGAW6gU)&}c<t|yxP7ReGS}b~Gc=$75=FTE2{|Zt+
zm!|IK8SGd~O4aQxhO}^z{Hj$O^twKXT1MKh{p8yALLQ${A962=*4U@LaHwl_Ec#uN
z+hnYu#yMD1s1))to=*2C6<8;RO7}-Gas00FF_!y;DI3<vXk^0Jo5-a%kpx^q`XOB*
zt4XU~O4tW{@71CXF3Oh>Hg#q%uM*f4gf@O3aE|O1meN?;CeAcFHdu(jAh+}0$h^aX
z0?TL5^G5o()s?tIBZhv24}K?920u_DdiWiD^yB21^qcbo`!8oTwO^_Qs|Cg?M<;#T
zjXNhsr{Bz%WEK?XWEHC=7Sse5#0PR}J@ALcPQ-4;ZJJS-vRXybQd=sUX7R6Oyu>Ff
z)Wm}4c{c?6;_$!hvLy~JI3eZ~bY-Qb3zmUV61wn+azYeI@FN+yv9XP?nHhilmjXb%
zrS0YMdqkKQyYi!hI7QRth9w_^)d{iIak0>ju>;QyyUzaUC-8|qFR)ok|3w@xS}}Ss
zVlKS)oNNv9e#u2Cu(<daGE_a93%jlDiE%)*H|*AvBHsIq_Q+qtUz|_~@@W$WiN(Wn
z_4(PzzOiY4YMJrosj1=JX_tt9Bg6m-HTuU+`0aJ@MS@nzl;veU|5G%}@(Fms+*5Vg
zVaPzCAvoKnhiAI%zPtE3@~E)7pWro(juDQwB;iRYCn<cnv22#vZtBu&08Z$6X*Azm
zi^jD;`y$O2(+125G^T*lR&$7ik);d=4M)(a3(rhY=E>e`G;WeO=_Vw`TYnyKL15iu
z2Zb2x=@9T6DWX(tU0wNj#a{BcvVOrAveM4+&AAsg6v&B6O{)*8_sk>bY8&8ThIBt?
zR$gB#(2Az#AEOh%_QE0tV$WBK$Kc(NZ&m=6(BT{k82-ZsACL|m5ve#`hJ14X*M51(
zUwbJ~aW*FKZJN*CY)5>&nqiVQ{O?yFR!J!e@)xnJq{)^RCxt=rz8jJFX2T?Xd=cGe
zW9Du)0-ljTx=}ampz!zVz{HVk;1viN2)SppmKZ|@V;d-7+U7W>r$m>BvmsX?1ttu>
zB0?{|@vSs5DFVj1Xv_Hm_306MMXepont@)iesCn)QfZb}Y4+Sor~diW?66Lfn$B)`
zeC&yzD;YL?Cb9FwagZff1~rx!Z*UpbCg>BuPx(~NA6&)X3H)V$gr0_ZiFz9t2=`GT
zfnR$=$v#D0;i{jIjQ&Sb<QqwvK(3sCrHbCdFWsc>+j5x!MdY@QdjojKqLGRZpuayM
zIl-97kn5n7tNJE9z)?ls4?cbA5&(#-j}Qzh2yt`_#(f9e^g_U-XZbIJXAoXz=3bXw
zFUHy++9^64FmC|TGjK^ts-yWk|JORnYV5(}n{TnPJCP-?lXEy2nRytwf&|1$)}Suz
z--|}z2u!Mt-ZgaQpGX)IOIk7*jF6O}i~Y}gw{vRDjCvaU4&hA1Z}Txq32-ZBV-t)p
z+WBTvsJ<c={VJxUWc*}<1=YEUrKaG~Ae!9}iCYcIzJ@W8usvhqVwQ=ajEkYx(umg3
zNYMVHGsZhMS~D$jTu}vfK36#hKMf5pRUX>s;GiogNu96XGd02ltgh~Tx)@5@od*Qb
z_V&Th$WnUxt@VckXV4bL-f~qv2<+u}c4R~qarbWns6vps`zLYeak+F0=6UbtusK(`
zCldeJqv2#Xl{$U#?s)hPx#)RR3OL*@?@GOzg06whCjQmx^|nYn?7x4IUW@Cu&GiAE
z5+l63ASm49u;+55+2!)AKWSZ=JzNs*v~s;#Zviq-8!m^cN5DTuNTof-Cth3a<gLjJ
ziZSj0=gM>3e?T9%cdp|Cj&KT^pj;?JlH1p>fB%%{2Ziki^~^?uS3;o{a528~{mzL~
zaxLY^>$R(ileLNd*B2+NA-`quFuZ6>w<FL6${A>Nu*rgweL$O4-Cp|ryS#b(`J3>2
zyTWT@g|7OBwXXh!`n9w26#o}iQ4B<FL$9T@rAw~UYVy_CUQ^Ar+|a3!QVM9}Gl<a{
z#^-Rd7UMOWYZl{DAXlEs=#aa_A|w#^B*5rtLJ|O4Z()tt<K2N?3l1dyjlvENcbgI|
zBz|bOssn1Y;qd6|LzYwC1qo%jHvN(D4Mr#f?OrAdG{c?EL`H^*7^Q0z&m)}8h^Wsw
z*Iw72ODEv=CsTi)4+a`|&7FEW-pCnnFVQch8{Izq>DkgA7ISo5{Y?Ea@E}6Zg^k<o
zqD9<<mV*0jf5j~18NTnZg*~RxD+xe+(!@wd|HQ1-=3~4MG4diwj|0$~^RU%(0iKeY
z;hXrv<MiKTD`1LJ%IG`&`|6__J970HObY&bD7wJNApEVCkB#&c&T^JW400vT`xg`L
zhUyZ4bZVxVXm(Q~e<k$EYn|=M<y1e>;S9%!_@mHHI#O6S$_GlAq$G$0Vokn*+i@AZ
z{Ne@`)-qfgq{eg-G`(|K{w<cm)MOEnGHlPDks#n_R<CQRY;=7;QpbCHBUK2cSH98^
z`eg85`v{Wqg)0*&VG;RYcyX}BA&P`J!coNhF71T<tBg!+&p6q*IG?k#VUH7Ixg!X;
z@i=6Hg9pMwxLzq1C@L5B^;vWF<D!l8@;_$|eC6dkD&qqm+p7_u^QeT_a`)}dzZRHk
zcKlFxDeAs6xW6L->ZWGDP&u!DSf%4MNm&(dHnGu7$sS}X@5&Bp?7o@{0D$i11UKNN
z3p`B5rYZ4}Utnrx@{fCAcjku5B;kQq%i~kMJ#B)CX5|02aW-U~JnWU+R9wy9z0{G^
z(|6;>A~Lh$(@r`*uYX$1I%_!j^7gGwj{AIg_*p6qR8&C7<Fnhw!UWJ071r?rbmLS$
zPmk?2qh&}sBkOGSS=Z`e%{#qA?t#Pn=ZoWd5@o;g8(UhM3o5FM>dHAvpYv1-^E3;K
z6mxQwOFqlt;NzAU6A>E~dWvFY9gSOo{;l{pr#ud#BfQUibQOf_Sq!>$dh*v!Vggii
zy0df<(_wh{{n98I+FUQ{c)6ch%JUdAzA3Q$PV9EO@X+Ji>V`$`Lqjo?R3*|l(|y{~
zQPo*rTKOSfdd%J!`QLGJI{ujCiWtBym+YYV(^2c^=~(jVxD$mb!Z%_IeHNG!J6Dw5
zkYZX#^lerNz|n8!^T8fO(Qf^u+eq3tOxqdhCp_;9dsv|O!|M6qPSNu@60uivKW7(h
zD?L+B?-sQT8B7}A`XG0TxaYAa6wIx^eEjtOtDL!uqP4xTW`<Eyx_VWuLSm3jWZ|#$
zU#SVHafJayThK)Fx#aG*bb+MbUfc-x`eqhp7Wk<qw5SHPs45!<WaboQW@Qw>3gu#=
z69RW6RaDyr;^e&B{rg^O_Vbp%l$Ms&SCZAIO^U8a&LY!*a5@mb5){J^hv3N_jdID-
z1g9b>z`qgrM1(-dAn`lJ17=7CjN^y-x6G#+fWPwjv{eM2q=;mvN=`0g^aP43O{33k
ziS01cixcCW6jYo^Qo5lF>?{aDN-~5pkw_Rekw3!z8pPjA5M?2SyN}(otU(cufbpVX
zi8v;nc)lBm$YidC_oydjZRk`$cYLOrK6mtDD4Cm@J4nAT{AQP$(NmY7YV?A>a+rK0
z-*u`mV=A8jSyDRHsyp+aV)>NsP2?o_epWg!hdh8m6btL6gd>RON|tH?`{5cpy~4f7
z;c4qa+JZpl@HK0VeTnW2@xgA<H-5>>S2K3UshvqG0XuNmJ$CKK(a6ko5*MDeyi)H5
zlHTAdYF;o+FQ`58-j90=+Iy_ed5s^0jMSyj(xB3PlQ5f8+{^oBx^hDJn_$&RjRSE|
z$h;J`zBD6#)N8XZ$3jhL0QLv;GknB7d8xYx?~Ij`rwo+e!1K>`2eCA`DoE4?=!+2~
z&)v|xb&)wCvGt@5EFm`>kTx9m8Gw%((vo(<VJp~zPyhovCDfMaD}T_T6ogI7=k04u
zww2#?HulkldHhUT{_+FUeOp5QK@Tv0ZiC}xqN&d`I5GIZa2lO4@?BswRAfR;a7_A|
zXRszWY0pfLE(1;d?!K*xCKtu=MVRNCG#O;`vo}Idw{9LnPyyaN5H{ofNhU(?4JDR7
z#V!M}hdt(12>YaP`bi;-n|(k<Vc;t$Ob`@C;hv2~1wf0WOWHW*$U4AO8LNmkFbj^4
z4~WbQK`4huBM)OD#KYl&N3MaX0{_Izm+N$YnaUv&HV>)U3PzSyzN)P3E2|x-aL%{_
zv8Q0#e|Iic4~`d)%@@xlXzv}qhVDFlgYgMM63U}xt!EUiY1)9XIHL#mvyYO`KH{7~
z{ZGIzzo6iQvc#mLzP%Bt!10Ef88Z7P7O#`@o-w=^`DljhAmSQys0ok2vD2vuvY{h6
z2LDlW`fwq9KSh;h&Ndu)BP>3bll;}Q+IB7&sWHQbE3j!6A{Z`sJb44|{nj}wd0kVI
zi9xYK35nN)PQaFQ_@%Goa36AK?2;-TVfRVF)=^;5FAoRP5CYss3xqOQkH_AlR7g7E
zicx64CW?$5<Jf&%7S(uc@|c*wPt=JXkyKGplu>cyQCi;Oaxzvwt14=I8_FBvQ%f=v
z0#yA;xSqlCSlCMVm<ucOT#UXAorN>>G>9)V%(z>9y)wDzEVjD%H=Ez+IDWaE105Xk
zsOG(G45)`cPP`q@46u6$MGpW&Ac>Z%2w(`bw_kra+<JNB7pDH)(9`MP`tJz1=a<uq
zh}whuy^A{lyRfqC+<HIKTzY@r)f_is2XFN}olT8MU%ubDwwO+kYOeWu`giQdzyQ><
z&f%XQb;2^{xZ@Q5Ui5Mey&G4_9<R<|_*Sy+>(>uNjF544bM`0dKVFz0A_t#%3W}XT
zW_f48#-BRjk}0zo%g_6NB)6asE28i^GxHUKa<P0|Tw?EzXl{eL`hvn@BB*E8sb<xw
zbJL!wy)a67>pMu@lN0ZQ#JU4!h7b3V;&7b*VkC)lSK-ankl@yc^Lwkj^|rKBXSYba
z&bU<VL!r2|l4qjt(u52nC8H_F6Ue3>QIFDWy*}7Z9H>yNm;?(=o{UbGz19`hh@Fm(
z(M^bd9TlsImH+THAKfcG96E&Nn9I_4(Oy@FD^Ox4E-QfbPDFa^$5{H3ZG7-~O2}^v
z3-T5J2mm-BgbP(L5S{w4PcJp2hzhEzovvEDxWHSv%-n`#D9c+HH2@EW5&O!(j_M-?
zD1__PI%k8gNqDL^3L$k5N0NWkmAO|;4dYA?9P+Q;UXbj<5xtR$K0YQvaubjt(5fTd
zHS;P>$JRla+Tr^4Ux}lydoJRlO@9(qOIkm8GNtX^;D25$T{FtqCJAJN7Mpceb~iqf
zSZDq64T4WC?i<)WEPC;(8WxOEP7xL(vb<Y~L)9AmILw@(CPqeGVy6>`>2+K_*D4kE
zvdtv^{h4P(mHGMVzmo^8xD)Q>I)*`M`!=oqz>2Oore{9HJW7`+R8L{Pz9S4M|KPx5
z#D7{{->u{&T@0A%SuhAC#0ob}>lB(=E|s}XZjwz~wnRIirN$Za40GhRJgPb*XMhx5
z&S}}y_42+5w)S+PgMF6%9lFO>!1J!zeh(s87x<N)!_vpjKfICtT%K^&Hv+W^9sQz#
zegI}!ZJ=-#x3>tcwcbn%gs6KJqcT=5gl-iI#dXl`WaVw?nvwn&*}=Hc(_9k)FwJ8e
zKLj34WCP2a0X<3bZwb6;Z-Vzxnb}!okA63ME8>6M$rx_Cq;luxHNs`#in3-UewXo(
zGZG!mOYR4Vwx9<(E6nYTFg3s#JVUGb*}I>W%opny|8+<PWlA47`Wk!LyW?@>zKrh`
zE}<_1rcnS7wRmZ0DEI-d4a^^mgvg@(>R1w)5)-o}A&;1{h(CVpkB+vk;3s|Qx@g<q
zt<q54QW92QUiwSbKf%D-#aQXBhd}mg%aXJmTLYTEV!~4P)^1l5XQTPMo}fVSOXrEp
z3F?0Zz1Ey6C4*R-{-`ti2!E_xMV>u~$SD>O8fpVS-vYYs9;@y=H17T?qRapVtsBRG
zt4nyn25qWX_f;OtvN?%%jx{?h8l2ZQ9DS`d^Ip5GkiYa-Ls?@<c5D7eON&Jpi_?X)
z3ufkKc6N|@<z;FTo%jnrmyejVU$+h0ZcgEcMf9II4)c2tIfkuy1}(W1?Rfh40iF4D
z<gk=;LCZjR=8ZswV~?f#{8D^;THsCi-_X>}mqT6kKLTbS;L}!%*;AIY_N|KjX~}Q<
z{8YNcs_nD>>XY9g(hn3djE-gHv5T+a^NSv3t^azL!n-^T*#q6xA}-Py=G{NIUHxqf
z`Ps95(Coe+kuY+9eskTr?1D*8e|I&naOmZ@nR>e&v8<QU$XkiI(pdgvv8Sjdv;*HC
z9I@<E#ib<FJK*kJ(2iYvpECYFdj2(W{PgSi+D6IN%B+lHmfWZC2W3GG`x`eYroKol
zhVNt9y}mP}zB7=rtgEvAv%2o4iHnn_`@oZ^n!vu2`1<?BQ+M(0n?`eY33l<hK!apA
zo5HzQ#CwkX{aR!vCRkpCYD5?6N0;H}$KOv(1Ipj|8Zz9ae)8NeeqsCU-Lvoiew-Jb
zRSkWkWqbRTIZ&L?&l?Yq|3>(Qst|5Ypbr&;N_svvHy)w1CC7jrGY6r!kTgd6jof=p
zvK5dJKE5g?<uf56-kfAQlX+oPZS4nUltM4fwDDh>B{%tgFG``<5RLRdi6H*~>~soX
zdHIOyKsgvMK5!{x1$(o|)R#q_5wm|%Yzk?Lqd62W85OnTC?WXLPcK6gG||0UXgGZ;
zET+J0<eD|kIC?z0(Nla8@tz2c1zO#N^5QTu_Km=gzTI%#`y_vmYXd`kbG~=Lfl8Td
z7%z!58zS5Ex&I=R)Hp*TB95tdikK4j9ht_!xnrZ#8|Ua&AJkiQo?k?$bEe2bR4#cJ
z(v<%|4lh-7lepxKUZZ-P(kgqOGsjXp#wpbuG}Zh~20A29Z{#_v2ggyOicY_MIpbg1
z-&|<9t$MYTosQOe*C=vcTiWvO3-cI#9IE)BkKyAlnY&nv=e%Q#M^SqvrB8ORi0<%x
zFctR-2VxrAXflH-x-Qgwl$K8xpYI~AHHm|mFx?AAC9557Lb@ZcWo+mMbS3c}9!`V?
z_VXWs;vrEQ{s;{;F31aU^Izn94g671e-w%6<B7cTYszaPTZ6{#R9H9kzh(O>OK(V`
zYa#)spH>t(G+oZvUny(v-8pf2h{5Uyo1T!!Nf}d7M^{Y#W}C=ndBfVJ+uak_)k&cs
zw-w}XaSQtGdd*trCO_L4s3(5)a|Urj;%vyQ`|O2<DucoUwl26O@Ra?k%hvHjN$~~N
zX~vH}&@)|C-W+en$G#vRW4@$=SXW+J<FsDE=EUSB6>*v)uoUS7BZ4(3AiYkE2v5Ln
zq}gc1F_=hxE~Hz$kF6o!e13fBT<N|oa17~9K@$$c{-CpFs+NrcCU~?14Jl^01RJ>7
z%~+d3AKzaA`VVx<4XRXeH>JJU+P&Dyzu0=}gpf*PpG#()N$fWG*{M(81FTG#prlNY
zLGK^gFvV)1VUyzy7-yBW4O=2{HPP7Ytyou#-N0oG{CovULAP_Ju0b6hKbFQYE(5^w
zZ6>NUX#XP&ssQNtJ-xIfJo~gYfLxuX{kP0O59D9n$^8goe1k;MvTv`vKABi0A{8T2
z27{CPzsq0qIIQJuQ0raz{C711#U}zkf&O+AU#FJ<Asl-bK;^B3T!GZ5-^4rmhM82w
zc;+?#NU#1KloS$^*-{-|Lv#e5pQwtB<-@>0NslR6to-phtpUXm7WulA^N*HZH3bkG
zKEVx!H$A)qEjcnv6TTBeFo&T(_{&PS<MQ!hF=`w>8A^n;<MXolM}LyR!eT`P1>?O6
zmfqNtTLX`I|5kpgsLT}8#>SNo<H|(DXhc%RBvAhDgUteOkm-h;B@Fh9DH9KepL9-G
zRy(k`rX@H3rGJcLayruLtBRw!yq#5_qV15%Uihz628+uxFJ4KPZ=bHnFJ_AKkLSn9
zoh{f7M=GF$s-7?4ca7Ic%RGbVUDSd|5Y@fM#;6f>#NAzI2u9rTqS1K-?t$^^fxh>0
z+Whr<PsGUMWHusw>F(0v^4@W~4Jn1WK>{9sBj>|s%lG@U#q{d%+nw3sy%DMA3v>+E
zh~2yQH#;4hd(^rm@Ac}@OJU$;Pw6A@wpvk&RE@{l=*gPT=C9Kcurw9v#d^{)`?yI&
z?j<~#&XaHuFsdDOOzeOKZlS~BFOunzRlLW9EHK~-JqGUw87r_OMa78*6nfa8P!qUV
zx0loRJM_#184BFXi?MfEyKXDD0Lf$fxZn_W4z@sZK=(hJFVo3AkxzEfi!0Aru>VY6
zy>=f8dPaFDOaU$Jf1wdAoRq*D`)D%ZaRt|0E#pk};JonsEX(jK9#rIRr-p#m>$#GQ
z-pJqiN=i>d!UjS@$2vPrAFaWNLR2y&yno5LXp+RU2joA)!yvLGK1MzyqV0lX;RCNW
z8xPNC>d`&<#Uw1&-<)=3WtHyPTtQ8oHQwsxTUl_t%lc7mN^1QL7--N_gfYKsd&d2U
z+h-~G8Evi1$^>bt`O6iz08wx&AqGnbTgZ$!h!hyp+gT%5e>dv3rjqC%4zVhn1^bZZ
zC0~)g_pn?CjyO&9t~jfDZr8c15IOb)QHvIh#ImcnNQN4^Wgx1gKk#T9@wI&VFR3Q8
zMqUcULiz4*t(Jq=ysm#5-RxuXO(WxwCwn%nxb&&nD6vx{OY%!OII(IPD}@h?|09gb
z7vu#)5QcgnG|e3}Tc6$gxCG#HBGT4;!idjvVkAyIJXAL~03|oKJo*FZp>e_E<1F7~
zHR_GBc8j!7qtRAIJl&kY`dQEduyx^#-MjB8F^GrkQMq!doPB<d@GRw(|JQA><^Ob>
z&H2x(8uHb);yBi5djvRO+P;+tp85?!SR@ZLIFfk*aL#1PcJe-!UeI4*8P)JB>pByc
zI;z0G8f7@Xi8C5d$}3Q|As4HX9MgtbHj!V1gC^EX;PCF`*Jc!HlM(3svg@T>mz-Q=
zh_6qRUmox@JOcd}K=Pkpeapm1ct+VE%!HO!W$gGv7K(%fiQ)HR`9sJPs2|0UKYC3;
zKF`Mb`>DdXwzjaj<qX|U1-B}0%0CmdqyUp_{}{PJ|H-ZMgvwbJ1KmHP6dK9CC1(fg
z<uyG_=IV2&k?>}T{&}uSXNunwo1Jkv{+r!bIe~RuH*-Pd+&C%UoBy3H6jvEO^Y+NV
zMX#84+Y4JXytQuB-@Oq_l5?47Cuq!7xY_CkCFCefZ{=3SZ||3I{at=7Hlri4@E+dK
z_yuV(uBUrysy^@)Igdsi$acKw>As0jC&fbB6AznyT<M%yVwQbDa`#UQ=>Cu>xG4w|
ze^p^{qDjY3PFG3xvx3ZdEB9Oc)|oE#1EDwHtEbezR+Tl1&%7}F#lYZKEa67K=cJo(
z$j$TVX`k)${(=$Z{C<BDqLHv;WfHUB0d;2n6%I_z{V}q1j%(sv6@keExf1l$Zq83=
zXFNaFT@KDHo$jxOIj-x1RhPwGj|MK)yd2NbwdwD@91df0jl51amU_VORszD#^pcdu
z+u=VpLAgswGtQ=Vmv3&vSGx<ALff6No|OH2-uJJBV;_GgG&%ZyPP1e(?tB_RhEP>e
zm}6aN0H=AqDRWjC`R{+fUlp9W=-Cab+F}p>DzMBT5`@y_y3J7$h=U)TKW3P9v@}|N
zhh%SboL00sO}j}BKUvFZD(bK5Y_H4X_J;bR$<R$%&3caxo@bVXOAkBUhYL$N#lNqi
zdNO5>0&;CT^K?6UpQmNWAS&N*QBMTlob41ul5{94cf3ikDk(MjoMG}I!=@nDHm^9p
zM`K)5H;0QWuYZ73kvUTvD3ts55<ierQ9f^vPq5a{%KGo<?%ThAzuQ`WrPTh$N{N6W
z@MYe=3JgL5J1+=ftOs_h7NL)~91Vc~;ZGJEv}&KV5GBN;lw>J@wYm8f{1BVLm5b3p
z5Ve7$V?PXjikTGJ_AZ0d6|iv*syYSZIn7&Rb{+u0jb8b`a6q_(zBG{)<LBj(_V8!@
zHf+NL2}Wi#iGDS4CFSFM_euTe5&6&omtKijc)gh}wpZ`=Gs3&zWX_7&mr}S5_KXY6
zn=(c2h&7GU6`i9-yw)h(68AlSsbtkp9$jW89qfut%yvuUv!j>YCDZc`=am%gKe%Yy
zqE#NWIG#g$^=UlPB%LYzN_o74;KpSp>%AEB@QbnA$UBmw!P<{_4Js8wv8SlZs4!Ly
z=a3nuuiM)6O83|?W0KtdqEkpz<=2p7{k5emX2(@f)}Hsx1K`Mwwc*F|Kpc{Nh5IBO
zzx~bI6gK9E0H}|R0PUCZIBzPf7aNnoRFeI)up~FjB**Ggsl~s~TQrs<p-z{o=ip%?
zBA(FDrxBng?CsWG1RD4}2l|T2f~s6_yz*3)@|6CMqw|iZ>i^?7F77q&wO3p_B3rh5
zt&mOj7A2Y4^SX9cNHQ{#qLS>Hy=9l|z4w-J-TOP=pNGGA@G#D~=k<BNU$5sY`NyNg
zZ*i~hCnXD!zV0KV96F=WK0ZqF_Iq6(y~f}d_Ru6R=(C_3P@Cp=SH}%Z@wr)+br%>K
zwnw)Ex?>1D4!c6yI(60EA&h8uwD*1{0y(vF4&wY6EV{KoP6!lhfzU|1TX2$HDGnBM
z2AAOSH8@Ey3%xI*{GUgj8}Reh6=!dMvfO%R!R%<svN6TDzKmf2y5S0F8J~9RZtx7#
ze-g@YayOYO{bgnsa-@P^)QqeI9x`@&?ZXoD!xBS(B_{q#bpMrL0s@Iz)uLMEJx7sm
zy%IkeR7cy>j*^8dWO9J=&=L`zNJA(g#*X$m(Nji1(gWbxFkRl(wiPHZo~hk2xb426
z(SGUgeOK}Qy~=%7G^)@0<$%AJkdH6_(}s+o`nSOi#(`BXAqqRU3M`=J?8s(ImC%`v
z&>5~!fAuTh?#q8&#An^$15F6`RcyMxAQsjGMW|{!s#XHuDn4)6Ci1@vUJE(6(K~pg
zfh?~ooHn<*js39Z*@qfqVHjs({X@@G&IS0@jFlEXVe^O-56tu20oR&u;>(winmQtE
z`~2Xa{?RrI^<GsYBafWMj5Jbf8?T(wpOw|`IhENxNy!~Ln)n_K#BkUEo2ZF1Y7EHG
zL}?9V4|87^wM!~*UlOx-&QSPaUqbRx=MQQPv+HYOGQl!;4?w1MVaPnm><RDq;K9h$
zPM{F<QX3R#q%Q#KIFNDFF4Q4rC4P=xK1#Y4hHP)3@nUK5m1*%3{5&!unmjTjYD=G;
zQ;w8XGk7^cpV>K!33fzN6x4N}G;z)w8ohIJq<7g&+1WRyW?D$k7`HT({;MxHS^K1-
zX?1TQk4z=FY;W=3*yZR@|Cr_8*zDeIzTSQ-LL6)7cd{#Uakw$nnxAvcrOdv83%Ojf
zea&`tbG(Z4y*~5bTnN2fh`tNA3i7+UKB>{O3BgRaDqdk0>ke)=tAufz!;?6WxyV6C
zMab^o-#Ku^)!EGN9Mk;Jm+RBL@A5*=mQQyX-T|7f<pewM=~P&V0Oxtp9b9a>AXD*j
zV``wkQ=k`GCdg(c8^OcA!JA6jHF)`P`xZL=5uu$Ne%bjiN+&4<p~DG-ZfX*)jNxB=
zRM}IHorbn2m!naa%YADfKfZbWx-$Qc6M}~dasjA1K=8eLtu4sPW-BXwfoa>SicT#)
z?R@=|is1Nu6VBtN2?wEu1^b6B%!X7|VO=aIz(Y>Yc1e?s9f#?7^wxSPKdGN_6YeD*
zm7e+wJ~c0zW{J(&3ECR{K4F}c{?>PGZEJk|-pUFoXCd&CIxRp;fPYKy(uPbs9UmZk
zi%4G)89RHuQd_6l{qM#+YtSHp#G}F)sp6yUO`dXL(RCtkC=_HgDjwcwHG2`*;H%@5
zR1FhX;DpVoLo#YpQV&Bv-Ot3MsToeV8n-2}63#DHCFVJ5x*{cZ?AO%IVS)6#zW$Ew
zG<o!ko^)z9AJZk*#$vYmsyh|L30nxu#Y7^P+~2_Km=|yOF`arLq#h`&#X;M3G(0KP
z<I6;F&1B`6=F46o)7I8eY=<3FDk#BUa|Kp1w#Er_wtgJ*Bok$pgggrW?<L*q49<-V
zVP<k{zck)KxccNT#&wi`b#7jVFA(a1qV4N8tUdNkl~*Ueksf`1B#5P}qcneVC#oqj
z<xz~5Rl)ob)sY=3&hJwF+aqCrvVRg$0Vg@}#)h|CUsbwh-^_UCzGv%J$oJLtoiJ6-
zYbn>IL9i;(GwQBun{?O136-=Ko?CgUU1C4JQ5~V}*;~5QU}8I4;Q5ql#Sw2BzQ&$i
zspPm%G>kvgo{~yzl>XKP5A>hI<GJP~=>^*J?(iOjmXLshTNOwmJXVd8c)v{GO__;8
zYASwW7cVLTD0Ptdwh{^sEi}(PJ7NgNUqp1&fc6aojZwH_4WpQvf#{aiuY@?hgoGD;
zea-^>jK3$`&V0=1Kcj^xy~1qF$3Cp%A<{R_BTrQR4TDq^?oO)|e~!`BrX)a@i;T7(
zxGzi^j+y6zk5oc+t(<}!4V3jwqD&17ysO{olqbA;o!ip%DWi&ieoVD<L1Snv{lMYF
zy8Fl7b-S%YSLW^26y{~?6k3x!D$CgZ*s|+1bnZlF6AN#U#pjFaA&LV<>A6rx)Z$8)
zO}LQm2zh=EOXxHEJq-HTf8$?%78@}TNO4~L5X$ae?j2&<Y4;@1RLw>!%tb*Tzu&-#
z#Qv>js^k|@xtD2Z6k~}1>x=KX+wM7shgMUwa;^T*raFJz!A1MujfI%(`H4?W17wz3
zFPX^<UsSICGU_B-xfSP<7weq&=9DLM2>CYNVM$6I{MGwkoypL7^__)TFNdPTxvmzn
zswbw<p*i`m%Yz0QRJ{*2U+RZq18TPyF?WMN;pTDwCV|aBanlHV4s-EWEhVx(bYnD@
zY_<5|4fMiSyH=7y(&XHj-Zujol>GDHBx2#~O0%z1WYXK4?5~i>b9B!mvxxJ@fM0AN
zf|fC<fxqBrH2obhv8E`yWY2J#YXKLK5Qw#WF>U=FOxy_Ui&ZRAjE>6Ncw=8v9%k+D
zPc8oaSyxf}t+M))NU<zegEWWiT`>ts#&)PEB+Qf2%NOEPdF)+&0>H#7CI3~6f}WUX
z*Jm=xGVV^}Ef@R}nHU#wC}A2kreJbOq3m>(`#s~_q_AgazvAe$V`uOBq|n2@;7RF6
zl5v=}F^^<mc6@1KOj=>aOznP3ovGz7$ELE1GD^nMUD2$@>}-o2W~5Syz_*eC0ltAz
z=al-4KPcd|0zB7CAr+)YPwlZv%xCc04#d%)C}+nk5TZ{*%OUs|0@x|)Y$H-;C=1iX
z>@xk@XbDZw$m?$aeS&MepyQG22cXD68M39jR3cfX`|1&$S}0IL+XX6!_kWSp@fmgg
zD~R$AD$<j~vr5bQ(h_TL&ERC*)Y_nq$<7nrRPw0j95kJt`*eG!Zuiq`{;r!9tCJs?
z@xP&@9w7}Y@<a!ul9jEzIQEci;$>VbJ_a<vgU&sDXGPuD^)T|a`~dl%q>cgt|HPO3
zTzF%GK-D}4L|Ts=q4BElgCR95M-dyuD!XZI9qvqv3+IQ(&j3%w0vtQ>f70twq?fit
zsO4iNHS$X^MJSy$S<I`CE#He9yvrli-^ZeY?3``PRK0v$)d)7=<3=pwMr}L4-|UP7
zVa8S9-OfCR8Zd$S8d^Ciy9T;yYd(H#Zx-OL?;N9ttZecxr4g9x;U69B=^Y(cnViy@
zZOf{dPt`qw0+3uEfN*^YI7)$aqZJ9HkzP}YT?Qh=iZ*6XaRh=ijDo~s{xP4MK7R&B
z4le_9unq=Ir1Pby1OX#6T6+n;^<f5JWDG&9hx+!paj@babRGq7+cd-M<I`-9j-Wk(
zwY*n;ywU#;-d$eB8cOXNO0kH*P)kE0_%gy`tb<~(E4wro(9`!0Ptsi7(j48=AS>i1
zBHw4F|Bg%dL`1<gPTC&}&yj1xne<`Y0MZepq^Pfzh7#dE1N>}wm*^#U_-8yU2ix6N
z4T58^9OqTEF95#3xB!SVva;(kG7R<gv<(dz^-XUBD}kKiw@`VPTX|*z`J9NKeo+B+
zF;{!>M{cjrW?6>-3q1w<ZEOk$V1Fl@&1X}L5p)2+!BBQ=+i+suKzvqza&G4}^z`cZ
zlqltbGc0cu)y6LZG`bks*^$I$esOh-L-ob6X}xCFNn(6Nx|kDw89P6wB*#UN-HF-#
z|Mm?v5)y&(^nc~=8~@S|;#+=NRr^v(+*?ed`tQ7ZhuzM%-!*URp5Np9Hb!ggxb_wg
z-9`<2OqzKA6e|6lTrwFma}JM-kJd-yDS%Vbi!Q+_;cYu2Frl`Sv=n=q>Jy+<gQpEB
zSirzu5QM9;={!=_wNSRPAV>%Pib^&X=1LZ7N{`G93^kRk@ay?ysLTVY%!#PX=|qVd
ztH0LD&m+}ltyCtB7rCc;g!((1MI_1<`OCzGU(|nft^Kszckov{v}uuLuUVpU^LlEj
zcQsP#?!|oelz*_p)@lET;JsAv?<clHi6{l}<D2Pz#IVlobNh=CFatJd?Fd27(5m2j
zedB#7FOOR8kJcIywzh0}x!QehiEH%QT+E-l9Vz~Y^WJU8%>iJv{LmJk(~aLOlkmm*
zleN`fdWwx_XV=}ulZpX;=N(nQ4i#E`!nQm8-yx*yPOw>TPm4_!WLiQtrcU}hfAvBm
z2nko<l)4CWJ49AafIJzdb4mpkg2Z(8{iEqz)S*Q6vR#F_oZW2SA_fz0MdU6#-7(9U
zu8-0Ev0z>}D?qv$ju1WH;>(Ewt}^KX0es+ge}xo;v)L+2)cV++U7=I&o~l5ffm?HC
zPX8Srcs!JCVRLPoY+d#9UrkER{`H-1lO<l)#0h>+Gq+!laU`BugY+QrVu5PUaNQ|)
z)sg<im&4*8>wxd5#Vx0$kkiP-L`PZK;PGRiEwM1A`7yoP8~s+i0GWU;4Zid>I9?h)
z1x>hL92zfeJQbf%nf6&ba!}^;sQn{KF$pDNSAevxx?l1j!OZ;IG0!r-%d@V_W}x%R
zmh%uWJbiqtPP6feBi45%<3}WF%2SZhF97g*RODZdv*!B-gFRl?HpsP+gr|u5VMWOX
z5w77#_G54v>_ng~spKT`>67mdI3l0~R$brL;01{!l$HgGlJ;9pC`$;c+u!cC12?+~
zZ_`{#eqhK>7>&fkv1=1V<WNP1!vTldk2-4hueLUlc{*jd^hY<(8XU3VY?Rj6v&QJJ
z-^N^fb&MxVbYV|-ZBBwj&D_sk;|Nd#ejlWs8M|EoP3EI&7QRg>ckpFWx;7t|&YG;e
zxvPE^c#mg+)TPt6{U8l__<a6#S9_hw0%5*lnC#q155I0l0&L^AK8j+Q0<yp!99V<}
zi4v=)LiNS$JH$i{SbHwJII@7bK#|1O)h{j38v92+F2LUtEr>VpGJVW39frgEn$8C=
zzBBk6&k&fY+ED|UXo5;S;K*rUgH@vCf`!W>q4YgK-%CmdF(itcjiX0=?bCCy@t1aH
zRs@tnV8i&8Od!PqY6tU(dWkqWI_!)a&XAtOxXilNzG%wIA(WZzy$N<wkA3@zM}qF@
zewh%H>zAA@_uSdvUIF$0mh>m*@~n}H<aH+Jf9Y!9J$t|qPOqfxWTE=p(9<T-BZyC6
zVFUnfZ6DfgJ^!@o@Tg8|?x_di=M9JUv&u=RW0v~m%-yK+%2k2^@h8j)zx|9i{G`&!
zt4)&ZPSEp{vPny^l;Lo^YH0<9vxAPQn^<1qJ5N!bj-)2Ql`by+Q<`{y*xLKHY06se
zp~Z{q-A6N8RXH!yz8MxiT2Ub@Bsk^7#5+U`taReVItvfaSXvT%5#6|vrKC7xW19(f
zc3zxYXf|qAxRLXtsFk>oeC%uduG)01j`rD~O&$}chi|#T>%G^sUDx!zH>O2V66-y_
z8P5)02xiU9dj{D3>mS3O8gad&)Sfq!57^v$1!h>d-Pq~&K-_L^zpKOD7K3q{Kp}VQ
z;_W&Pw+U2a4mCf6x?@i_qJIeIH3m9hZ?{vQM9u?Y%T+m+aMachA^ejMU`P191UuHt
zSaeK$^Z9!4&VUl`LtSH0@mEM`Q>C-NInbRVM=EBKQ0ez}W3R05uuNzNWK-DSQvIE+
zJT|&HxA)<VURCVy$m`ZRk*kG{t}7s_{`+GwZ!9I{Mfh6xLd?$aK-%AqxtYN~<6W6^
zC8LR>;cLkJ0NdA$!ct3cW$S%3>d3$Rq^j<W$Q!Tfq_&EXv}0(ztN%~iu>RyDy<b+Q
zzqNDRD{}3f3fw$gmR#I6NP?(@F0g`k;S69Xn8lREo1IgT!Y9c$Gbo!`c4zjCDZ58@
z=IM2i$-|fjpLwIqnOL$|m@~JwnRd2ZpNV9-?4*#XsOc&xS<qMK*^hse7*+ilN+Cg;
zEFj8Am66Ut-owDI(Ki9a2Shw|q6H|hZ1}|wKH7=c9LEC2v24-a3W~-6vl09!<a~b;
zwN(k2h?M){fj*v&F$piGbgD=K4j2x(r^kx_tiDYd_6M~|hhl&6JYr|Xt@W>4ZItP@
z@cA3lO}d}y>Pq#n`T|1?sKup)mqqGei+NH(^TR@)K)txIFU#Uo?qsvC@Oht2|L~SQ
z3FBSotDc3<b6xGxo0Vp*dPnzxecU<Sq*STZ@xq1V<QMzf^DD5!XX24N6df|CTMX!A
zFwk-OL2I%j6FU#<vN*(YrGFA2CnD#F&iL{E8-WA9krdJsN4qj9netct;A$b2ZG;^b
zogNM(Z4yT!=u4^@Db`!@Xrh_s+7NBr?&fM#fli`o|F?~&J>PM(+jQGz-dKCPM3>1#
zn+InzrlzsXO3}|D$cBD7$3qnHfH3+w+4?!m>Sj8R?nJ<;pZr>VGT=~{z{N$T-02Nc
z8E?LQV`d{t>Hfh4;I7VCF3wp4Y=<p5ai0cEBr%}F{Kt!$L?q{{!%?Hk8X)22@JR!D
z@*;wEG`w$*@lT$1UtGI#Pg~3tSf{a=_X7@(8s<~_UjhiV1kYqvvN*GI3o1!|`hQGW
zrWp?1zYb6IP1E)<8U()KNV!N~wb)?ogMkXs;VN<bV{inD-N;Tl$NLQaXuebgXQ$)X
z!uPV~o@d2?ckQ5WW%wXN$|)zHdV2W(KI}JnsA=->l}Qf?-d$uEsn)6)*+)k2lu(gG
z3Gq0Q2`KoaT~&B6UCfY(K+FpHm5elaNgu`z#wWG~CT?xI?3e9xFdy#lFL703_+BI_
zne3ObkL7ev$Zqa{?*hL1TqR6<P3F4EPW!!oFMpg|;2p=xqDF`Xv7^*GRpN90rbV{u
zw7OwbG@~pGQ*d~_6foag3hn3U1S*T7laz-6jzk~(Qmlp_F9$aKD%L6;2fSWG!jQH4
zcUtkZ5|N%pb_IfrR#<zK#UG7FU5bN<v#uB)RifIM8>!gqiReoc;_LLw;PsmT$G{51
zd25=v_aEQqDzon0x|Yrl4do^#me%cNiPfA*O87pWV0!d*=Vah(CFy|JNxb396Egw=
zc|9fr{!)Nh#^0EXjYJNUNrVhmNU7t1E)O&qGEYB<(CF|X4g*vfDWJ--4?!fN<qs)1
z?kHI?{Go$!K7<hRA;R|}BdRM46XPorzgAYqSEg5{MHLc^C!vEPKXWS^z0)86{DtMK
zv*joStFI2`zAMe#99aax?n<F-<@m*0I$f#1ceb5nCVq#772K@o<0i(M;jbwc7+LCN
z9vp2?wSBK>pIwdgzZ-j?m!z1vfSWj*I(*uL!-I5T&ZGcyf6&?}g8p@A@Xp%5XCn%-
zxP>=l4Ed-4r>hfn;j++^RrPS>+(Ss$kTBMJ_u#b@!m`n8wO`#7j`G<)K8M0>n=aRO
zz<Omrac3vNdcwJ=i)FbHK$7_^?~Ml+zgtjf@Hw~~&w8R&OevfzU0)rrbTxMMEcRI*
zTV{|L;wr#>g$hZDl*2p4TLTQ2c7!W(QOLwFL{+{j`$i8cGarv|<#_o^uX=HXj)F}5
z-uBp+XX?dyk;g@CW->iCGO`UX9Ua#DE>D&#KB?T~voQurv>rAwX`sh$Hphk+p*4u9
z*`T@~SHFj^cbmQnJ$U#2+mNN;h_rsXL@tY5HuGQj<|JE>%TbMhUzK)+D5dCMr{^zb
zMkTd@(bu}OkH#JTdtdoD3GU_IA%So*$V>F56dOM#<b&{wj^TP2ERnsbj?ZT^9!D6y
z9j)x97ys|g(y^bu>b|*PLY83dpte}kth-dF#K(ERUwe63xwn4Lp86xCaaSIyPwBr9
zX3R;44l8^qF*H$jbnHrsyStEZ39gh0r^lBhl@?0F10vHz1X}69GCqt96DeXLtD>r}
z)-Ie9&nMG)IsPlXKDN6ghA}eEwJcnX2*Zi#q<%;K^U-jo^xm!&zN^`4tC{~mUi&f=
zd$j*4-C&O)mHRsx+B!ZU;fHBQU@jV|1$=+}mEy+cT+zM2i~9QR=nkQplAX`)v%uHV
z%1@V0RQ$#pI6IZo%_Q{u*<@Gq!@4n@9vcSO<Ar8d%2KOKR4)c3*?|Yjd7s3~K)^vB
zMoEfRVq^(sZ?SKO&S4@MKjH9VdF1buT}OHFRIUAz9GY#}tFrOMEvnj^1u^vXUom0s
zBwsTP#b9ag^Va>lyhl9I5c6<Snm#_EeO$TeW!9SPSmj65oK$`4{N>Z(G=iTel5e1?
zn_<UM^E0cqM>5@MzY4^>yTv+N5}j@XhqGOxC5&Gk^Uao?rAp5<YDrH1-sFF(^%6wG
z<(xtBkB~zzB@^^D_83MwN?BN_?9k_2u66`sl#OF2{E4ip7VLDW=~(H2jVnJ^riFkT
z$s;*_ISy!QxTdDfaS~aQ$Y^dnCGj%H<LFXTN;FiC>Y=5N5W!yoOfA3TICG-#(QTN>
zlu=%#cAYi^JC`au5cm*b<Rd0d0OTMY9SspFK}K)Fm>T1XgEp~sgwi|5IIZ{ujs}v^
zTo}CrP@&4r&cTO=0XZx7jXGCK%sjQvE|j)bF`3cVY}YlN{WT!iF)wpp!p_t|+sVWw
zROz54zGFebNhN9G<51JTx(P~<Yk5=2cfmR#=o+LjK26!b8@%3qy{UTT7!&-NP^R~K
zDyAX(YI>(B>&q+)pM`UOR*7bgOJDYjewoaYpjnovK=Zp%jZVE_`e!|R{2CtL2M@p8
zM<3Cz?$^Ar);O~N+Jx2^gjTb%?8{1t`<(Z!oj>_4l{{i4CtD+eAeJU1Y|Y$vzw_eD
z_78#G(wT|JnZ|E&AE({PVqi_D+Izcln7y=5d$<mHwa;Ng<n^JcD(!-9lX4<ss9I|H
zUp0JZSMkrH)a-A$=`qEbxhVk1X>L4YL2N-k9eiRaP{p31epyx&KF4_Y(`+#!Dt!FU
zXd~<K%_DK}1+7laf#UdN(9_aG(musIxhULR|Hu!a5dYncm05oq%=Rtr^7=Qf0XKxR
z{CR^@xWeKvM-wQZ4y5X}JL=!{6?6pNB8u>HDe?a7c4!vri_+0Fy($Y;lM4@VzTfx!
z{-B${%$Q9Y^a#WYf646s6#rEJ-5ZmfTvA{cQqzD`bbP?D9xkMMc#yUnv-2hN92`8W
zn|xvOo~b!3;JW6Cx5s-~pWQC`BH^K={Aq-zPsxkQ?=8iR)%K>8d<fd&uJ!JyXHnO8
zuY-F6o794()$3)V8mEZlrY~nLFU@j-%(DV4m?8sbGq0zzf@iY>&2kzo7-h1zrtLT&
z;`fbd*x^2ZN-3)E43R7B3*K7qM=HGU44G5;X$6|Q)6D8-RjTc#a|QtCl4>N$CI8?B
zi~RmwA@Qf~!GlV1aiS_IsVYgy8nFjr;-gZ3{{A&E>V!nSe_xbdElpEshbO1nOL|Yb
zgmA~9z?9JwqN;?P=OG<?rg4H!j7V@;rk?o|Kt?T8bP3&^FAhuis%Z5Q3*eB5h&wWN
zM2-%7saO@#Y=Fd8=8W<Z{bO6CG~N*~!-;&T9yu-{DnttKD(tj4U`3>a^5&|kA9@m;
zqO>C6caG;?Jx$O9{fp0qe?2OHG&b_4&53SNF*-!>xRV21GHZLx`AVgE#npVw^74M}
zi|*2!z&y!a!BWzlx^(onbV8xS1m9xSm45-P={eUg?wQI@x9q8ZomVw{6MzSQx~VzC
zq-Pe+GN}GJjrrpeVdms7jVC>svXYzlrg}7vCyke2cAhW;tWwk({OEpp84yy^7`J+i
zjFU)2juN3?6JG*QkMe??H8`OrR*Ae5T448DZ4Zd(Uqj>1zFSnf^bB0r&SbFhQYzIR
zRJeyd4{JAX{}8wgo8rs{8hbD>BWfs|3qP1Io(y0+xCSWsT<V6yJ5*k(L{<@i>Ta%z
zgRXe%15{__V$G(mn9KvV7@M58<Vuu}$b4Cdmf-0e*ywc=A`yW=q8CI&g9yG^0Rf}`
z*xc`XA~>a6*FLeEK?uiD`bZ8DPYhW&Jf%Tk0N{ufr~Ry}ls|%oeI>=8rH%MQ8!3u`
zeMYa?hF_`_Wr#6h0QIy(62q+dFq<E+g%wBGI+`0E3)i2+fw|HWARPM&FJmPHIsqHk
zpeW9+FmegZweQTe&!@7lq2i{k=p0LcDfq!u8oLa(CI{SNNX9~TB!RN{Xm~ebD~fS9
zD$`E<FC{*RkAMqSbP|c?ZG#r@0-=r~64EfGR|rNPGse3XnY@;n#TFI-IHC*g3Lr~k
z<)8KDmgz>j4|lT-f3gu;UnqMU<_@67f(aCm7<-SnXDTJnjHFlK7iw3?BQmp$;T3rK
zrOGHfK7zYyDR%VuPx<ZhWtwfOH%wG-W;vFK&<d(YC(u0@qZLL4y7AwaNk!lMB?>kL
z2V~p?(%v*4p7{+Od-i*JKl1a7^R9kfT?dqGe~SI`<;{l=HOXaP8e>{2zh*>?KadG@
zVv-325au!Ig4SuO?9M)GE*()n@P1nLmH$=fcdjraD2+eb-GGPhZammJLFN-Z*HVU%
zvlrSG;N?KrQ0#Y}9>L2cC`u0j0%j&X19j2w(L$LAxHej)0jMD%j-8Y1z90_|H%G%O
z4w3<A4&%!R>H!}aHzqn7H8)F&Cs0rV#Ikr_vBfEs>b&18SB9xm?Mi&YNuA~5z03F3
z(Xo(EP5TdR<=UWiK%}d6RTtH331U5@^le6rpK`FnKHdUKF+^7JY`UxO-S3;$telqM
zqqf_R>hyYf0U;ZMRi_L#f>zj5pj^6v6w<Ye^E*vyZT8#r_|be`XX$}mKerTiUkC_V
zCB;X`1N@=rV$)%T=8%i&PvRpCx`@_*lkO`T;bGQbuZ^t)qgb2wnJ6#UgYMKUhS=i#
z5k2`F7L=^`wWG`Ban~r<AR>GN#D|b)+~G}9WtWa(?*YRP;2{!{7)ScdSg$2`UfP4}
zJ-q*{m@B=JANjCE0;D~d(R>oDz5CL%_Tp;)LHBWTaOZbhs6^O8BoF%qnoyM~Excq{
z&N4gD)${~CCtVN|lNQlf_%kQs{R{c;ezMu0&9-89UNnCBW+uST?3OW+W_RyZyemCz
z3jGu}8U_L8tW0`mbFU7{M|qhOPz4-Vr8|W>@uZ?%DfqPN>M>Lh;4oG6he{FsNrmHt
zh_rBE18x!x&tNdOn86xaXmeX5$<LY{u;?A|_oalB(_TBr*Vgw-M|K0QYz@lBM#O}}
z8Cq!sgkHVPL>)m}Keo_KOqzX|!dc-QDE^dkRdmppi!G^;-;~!z1r3QELH`v^-76Z+
z_U|#(qEIeu52UnAMzsxsg3-|40EQP+ZWDy9mkh0i1mztnm{r@|Uua`8#9ny|S8Ipu
zcfZt9)3>$+{7Mzve;cURezF|8a)|~*)<8~uO?Cz_$B2{{odi^>7&2L%aNXIcC9rFu
za*5m#7<VL2muG5xTy`t{qdcGr+P#kyk}65IiG929hydAbDWBBMoM7oIm@X|QBdS9c
z-bF~C$Bf)`V!Eju>n_)e9qtI_DkTeuCTYp)^tv5AWEXyWBYQ=waVBt(qt>_x`<}O|
zHOyKf5g5<Y8(Z2|{4f-rL1j!M_s?v)?`^nvniro*8;c2sK{D=98LQ=uy5Fl6J_PsR
z&kT>aM4k)P=k>yz&-z##pAiY@vE%<sSO%{x7hFjnA@y-o9Iz<#Q@ISc-dp{MknozF
zE<2t?t?)z;xlzOhC<SWC%|qwpWL)cR@Me+p+tLKx`h=a@&!6wp-Y5P{EP5YRpIBc)
ztIQr1u7|{c?tq6l;_(RZh3F}WG-;{lxcR~psnIal+Qxt720Db@#4rY;OQke^As!B)
z`|WrQB>Z0b`LI;jXU$ReOMsF^FfO5FZqMAO*!R0TopFU(Y@9g$#KdBUZKDT9${{l<
zg-|42ifzP{W~5<4*NJl9Mg!qbYvbr#W1{ao4Z)|szlyDr(x`ZIhKO~_*Tn`oM%5P+
zHE@HayKkn{0?neOa|m!t?q$n_*U;;D7^Y(w*+1sU(gs~ttnH_=ku&TV@aO*f&aviD
zh|#%}(QRH~+8i-I4>{^|)%z`R1kF89k&fzyBaZ-+GVn+az8VdKq44+!uyW&8^VUXF
z1eMUM=j%*fO)Dx@9ic`bh47HL)0cP&|NI`2o%Fpr64rTDHZrnRCdlaVRc5N`un+k!
zwY{Y?5(K^>-Utf%EPIhuBSHRm@@!9Nw`6X@FwMv|r8ZbSM9sue)51CMVSum6*}~7L
zi^{?FnU4P2?9R~p&w6jl*fQ(AS4PztM#6kgXCmtk<il{y3~<z0ov`BVjlb>f$gKzN
zA9V3{vHK9~^{=Wm<l>;y-y<aOcCe{<^9L)Vg5;dc<e12`q124N!eh$?Q=@T;Kud#B
z^IEcgMcU08+6{@dX9O4JasmxO!G^{Um5m=dOk8v+O!J>#&05C4q`J~K5*yc7m|yTL
zK`nl%Xo;S#U{Qa1@LmzK5KVI^{QmlAeA|DRwaFLL_V(&k)eZPHrO$!K_ua4e7IN~<
zv$Cu*Y2UE0X0xrl+uEc$T%})Kr(R#CT|QtWCXcMr36JD?o@{a?`e#V7YeKPa`tRb{
zOz$u?5+bGbguz?onYW5m8@KDwZLXV&f^{KA;Rz^oMFsODGK4ckAwuDO$Q?JU??ZP6
zliYO3OB2uBv;k%3RW0FPQQ=otcly%j$j|TO<;xRKPtS^)8gVHpDG7<u@$tt7#?$wH
zur~#Y1G5@Jjvl+X(d`Zg*dyW}f$h!EuMUI?W<PDH>01k;MIxN($d901^>9(!&UOUy
z_O(9G@Z|fHv;r99jyWjeMcj%@##h}BF^;CpTK9}ilH%_f5<YHQ$>y=n%iqi~ZZZ%6
zUVa3)&mUJTfgaXEmYF#;K$tcdHRwdiFr9-)>r|DAnsbHRzEPSY=Cgq+xuICZM}&qI
z$oxKy4xOHF(vC}paPzo|`E};s(;>a3`!HR|i(iw+>{gKEjaR<E-jnQHnEupgS?CL@
zjBt@anYLQ<?waX6V<l;U`rNl&xl2Sx3r8FkV_$Bw)E#)#3)9J2Pwn!)OcRG6-L4G0
zS=F)q7ihZ^JI8QE<9I2y9)Eg)@_qgQhvzO&_Lz6#t0<<e8__00F#ATGi>|1HMY5yS
z!8Y9A5w!nPb`6;uF_PB`#-iVwa>9TI0SrKziU8`k4$of@f(5W*NU|`%34f2B5)(Pa
z3*;Rzpsgt_x3m<xG!y!FlMAKxUmdmzUhF$<(C#cT9Wtd*F=mjp3v+%Xd*YzA!m+0&
zPmPLut+WC}Ch#ut&F#q{s!{9e;fAW7ex7zu!%>YtY~zdle^vz-eK#s^Nc!=ip{X{t
zsxhybbOl~Yg)4C2hhic*0dxl6y{UTwGvD~+^f8f<g`~yP0$=q%?-XccHy7RmbD{A_
z00Aj;k1s-o|DFR@somJ1T}QLsTC-h6lWhqs>_p_@L}W`xgfi}KbBkAUd8C0+QjyVC
zks(+Dn;enlx>W?Z9AB#*k$tBH{C5$yW?LM$V69MP3`g$_-iqzoG}GpE&Kk!txahz3
zExyZcYAi>)w(zhjxE&f}VGv_MMQpKrZDD_H@!{HnBZx6<bOQ3n08G}l@#Eux-q-&~
zz<lzs|AHeB$+7OwG^Ed;?CW!>Dn&86ps9{PgstJ_%rHy@3>7CXl~@O$KDhfk1iQyM
zC#WNAr(El5hbn7+Rn#pmZ>1dWRsWi3=$mio`u%C}S4~In_kodS-nJ)tDeBg7&q7O{
zsbrdZ*ZaRH8fkI1g`vWi7_2L>3dii&@JL(Fb|}Y_FOV=sz13wn=jY0b)N3eGRTbD4
z^I$sd44qNRKqNnR4Bsskn`GZoqhw=@WpfHUP*Xg(vMHNB7~U?^)f}d*pu9-+YeP(3
znp*^BX2~!y&u;BxJqH?DzCIWD^7WU%7uO8al$oE={8d>T_f_5zni?rb;Sb)ohI|hM
ziVjLj&3u_HSEIpUb^-_(HLUd~7L;Ev<4i|<*}oL<1dCpZ)r@ESr`UJ(BH{q=6@&nQ
z>?%Qe(7;9b@C}S1BchKX4QS=K#|5&q=YP(j$&b(5r>Nmp2*MPw3x4PS;#^qZ^yB%8
zlPiP!YTEL;Ej`ox`;3{Krcm0YSYX>z^Y(6z%Sg>%VIK+WeV69xrb81{FAGu;I6R<w
zb8h!N&g)vmr>+z=kcnp@65}_;V`1F*qN14fvr8#&BY)`dJR->Xxa+vLSPvoRkL~V`
zh6`I?{d)TX)f}|?W76hEs(`(0@p?CD5*M=Cldx-=Z{4KL4|q#GvD@q3z-TeF*7JJ0
z+h|1ieMlJg^0W%*Dhv$U89k*r9eF*ZASZUZcl76XB#quiPyS$HVG8{l74}2CF(I}@
z_RD3g9fOz#9t2;SP+c&wy8_*Pj6a3j7KAA7f&a@*fP3)5fcvwS;grh`!FK10s`j*V
zDke-`<Z=~_W&lVb6V3Ilt2e2&9>h5<Ti<X+O&6UPJN^~}i_Uy4Epj;Jz`y++e>ww6
zs<OtO^mBxYw%jON{R^5+uQzk8dqA+wXzS(+Hl{oMZh2P3UH9shJ00zuAUk^v2^Wk2
z)=66fhMh&#l4SIZ61Kx~Avz)woN>U!$id-BI3ElU7zFsMrU8SbNmf*#aK>Py@(Cdh
zuX)?p36_!IT~WG3eV5>P;0kQwALdk-m5+$wH9tz>h5I`Y={<?WDZho1o3}A`kBE6_
zZQ+b8#}C*0DI}`<9xy&%^U)y@zP;<8`7SV|@7w0iiT4G{RL6*Q&507LHUH;u@2BHP
z0*+61QlF)_2z0K{do(=mYJR>=Lk-)VDhqv(^h_@#Rk#x&$V6gg4{?u1QF&9Sng|b-
zAX=_&*V|m8ai#_hfbbMB8LPM0aD5Rc;r=eL$I&d3q>CMtg9;xOD^?+Zr!H?XcF_am
z9v5ItR=^>(4aK7G#-hHymOtMdIXb@kg|yz9w?&uAKt>p0T)ktqRr#cKkE?1^aWp5o
zG1!&SE}EAvKN}Qfc0JzQ;c@wtQl9oisHDq+ji$_I$`{hIXnX~J4-K(WbXb5niQPQX
zD2|pUdW+UlU^=;5YO%FW^FH#E@Vlq4L{e<P0}C}QRx;ZNBY&Ma*0+eg(xpLqPKsNu
zK{mTS8WKx;T+}DdxM)JE(^uCY?6|M+I@6s$(X(GGm&=m<SLUU^z*+pIwCG3K)1pt$
zzkYKo{ODBl>BEl-9W6Ec9L!T5^Dp;-$3mP&dmCZt_R0!eHN2(3jXFkG=plO)9(pQ@
zTpA$aMiHXt8R%o);cWnXBxLM&NE{+gT$Lx&hY+D5=E%b&rtQTPlPO`XY6y%a(j@Tt
zIq;e6KiqfVj3@Up)+8YaEB~YKE&3PgSFUq*I*>&9qfeu3G3&Qg`lLzYw;Jx&2EICb
z)2G%pGY5M`Cuf-*QKNHwt!H-s2;p|*d*Ok238%HMj;oV>>d3uC$zDoaREZw}G~2pS
zAIaaIqLW9}W9Qxy@n<z!Nhb?gY~~FDH4XP#n_7J8YnWH8wEZRVM(~K+B|ppU-j%!1
z-TRia?LvrM?lSuqIEs>%_gX*tZ{tBvNEQYVJe>IkONVs@A0-dIBGsTc0rX^|UtNM{
zP4dgSXrHuJOOq&DCFKAezn7NJ7xY8BwbeT-mh)D*K)o^GWJ*dlCPqbh5s}4Nh1nX9
zm$s{Br+Mwy@e2xStj2-gKV>DU@%zfrF#GY;(H8rgY>-bf=+qr5ij4;Op%#JG2Pr+)
ztILyU50Ax=%LO?^*mb`x0*6^_y*@#--d@A~Tdy{oJpf7htrhjJ8~D`G@l9Q8Q|R`p
zR`22a%w}1sprGnaPmkFU|6i`^zt38(UuDcx^kjc%etX-bg^qB(KQorn%Gwuu@~3`$
zEpvR$x%}kM)WF$g<DAcE^wxJFwz41DuHQjJ0EJFyD0yC9_U7;ON4Vg7?Ac7TuuT(y
z<&FkIVi?cmKe=yWmpDfb;L_uZEv*fJfzSC+w+lhb)4LZ(G6Xr-B0W-tMEwZ9qYqmU
z8nYRuVoSDnzpz_ApiIrv6;&)d#?SM@vWd1F7$}xe*$6G?4coKnewgC?X<fKfhhEV9
zfc-+%{@j3Ld+bC1vXWPOOKQu3(m`@KGGNNQamGyAGOKCEtYLa4Kz8P)Q5GE37<+xG
zN=&FqNEmf<6McDkS>IScH9eD=mA$pIUGn7x-?x%J0lvNgw~X`*2N84xjNwCqQaS^-
zXO|0qTq<GF6`p~<%oVu0kBrx6Nh`ohU&BgODdn74^l3-XqB#e8>Av#AHmGyf1at9>
z*L{j}@(FIGZ`DPUr&Xa<%5axx)OXxTc_JwJ83$*~>UlU})D|y?Mgm#<BS=E0XLVwI
zk)V-93<r<SyL8$o1XN0d&Nf`QHWxmbQ>M)ey+xuWzu*T4+~tqh?`AZdl{-t#DW?w6
zOh<XqYiJnNwXUdDQg#pYAgK55EWPvnIkLs0p;Z}UevO<wp$Ic9&E7BGd0l>(+e^fW
zDWq`s`ZN$qTF*7$NijGO|A~(||G0v}2D+Gk+R$g3JBt~h+wDPpA`!x(J3D(1WQ$Kg
z&$3n7FOSKE$&^!m!(OCkZY(6VVlT$mOMZo@u!HZAb*7fk{yGwK(KX;tmgsday?w_$
z%IQw)6xj(GBk}q5_=v2YNIyfRN+W<AOc~JyZ>yl9osR;_2lz;dKjGSj{!4BCpR;hu
zurjE#GER{8Qi93&bKwI0eKN@>&q6H`T9c5w`P?3WTIwTveJ?KgesXj<!?9Dy6&Uys
z$t)9*7*)Fr2RaLlWeN*>zM$C8X5*z>M)e?B>FHm^>(A~M#JVm)7X#UuD19O<z9zB{
zge!ooKwYs)YTY*G-8Qet!U~X(2Ukl4^%N{eP%B6j=pp+Zy7c$7Z{O3=S<}*4)6vbR
z)8Ye*`N)X7G4PPbw3x?qpjv+7ul#^U42Mg+?UWS7g?GaXUoA1TAsC&x4cmpshkW{%
z7`QQZDP%xbDq$-UqoTM1*Pdz@-qWev2d<`%v|1{oC=C&(Q)nu2_VRVMeNgs?plpuD
z?DocNCB`s-9X`eRpH<LDlHg3D0t>K+XOtewwrgO37Ha#?LH3^;?Ndbl;)4hYn4-q<
z#5-1?(wAz9U&2bW?0?F%K_9-N=j{jjxHPH&i{b44gIaUHiv~){K;2|H>-VH{?-S&$
z9?4t(LSot{zt1d&`WL9XrQ8K_F}P6(29T&g<hg}aG%U9wY~G6y2ZLNgH8AMMVZiEo
z^cE5Znav;mi^?2`M`o~!=Bl7!f>=ODdv>+rVLu3S)XP06;gT(o9B<|L<L{qh8l4~f
z<%i{mI?KG`7xaD5Mrj^dpctWJSSWK1KA4-R?RrK&SnWeTA>s4*j|81@t()=Vw0TZp
z5(5zpLS;kR_u4Vi6ecaJGPaCIsu+;{-oI>19GW2v*t5P{g^Ogi8(5crrL_8w;X`lL
z=0Ya=KwevL06Ct{DIv>9IL^&S2}H0j(JSywpKL-ZjPj$$78Z{!9;#Yo^YY*4<GA0J
zvcN6W^y&k<V2zH|u)gk)?tC8$P^&y5G19hjl(|uT_QCq<4Nud?w@1kbU*yeOZ>+rM
zyKAq1?I%sjTH5SBZ<?RPK1AK*Fop$Gc`RB2z41(20Ujm0k;@0rSRmBUZ-y(riEYVb
zz6tVMIl%1Qa)B9M!$U)M)_zw#v$3i_TJ4TT*fwI`{fdjY{PlL%4%HI0-}}up-?kaE
zx5IPiB7y=TZ!N8I1RWX94+x{YjQuz=awpJlXS9k2oX3_E8su}mz5L}a_%7Q>l0r5U
zzG!Uho5+M4F#DhG+hsO8wifsvXJP?+3OykjP`UtQ6elu+b9R74apjF1q8=cy{|zbg
zhLaR?Snz|x@R%O5$Jh?iJUClvTS@?dMmF27^M}tAiLv&Dr#EA@9<kZ2J06#%#Rq!1
zl7}@WKc~%3EcVNOy_I>E@cZ??wrnP=coy>m@<WTv;Hn>?pK>NB<$kM*-`XkMm-3Zl
zQ48c^damQu$f@I;P!K-&SqDZG$qyJrA{<5^xKbDWQTh-}*3CkEv8{21?ukm}ZiKxN
z>O#h>Z~_i%BzbjApQng3JzKg8)ioZff|d}2cJF?94RwBMpSv%J<&YJN0Ymcf1F6>P
z=^K>oS;MH-RbHOO@YQAfB3s{lZEz}Bn!Ws%$K=#8>>(EY#9mHLCE#TwC=3s%ufw8q
z4MKj6!);$~wx!uK<=Mx-MHogh&h>J$weP5ZeudoIJZJ0;K7MKRa!a<~UGd!|Nbt?t
zH(a<nfhl94<!UQ-367mu7?>c%JrW)s$uRw9y%v9{7`7hB94dd=<1ay6GyJ$So&!wa
zYvvAYkbrG-$tbTuJj(2Nrk)rl^AF=x8Cny9bt-eY-@Ui)GU;pj>kh)|mvQr%;+zo8
zqLS~0_{wAk)pugO=g&f|0{7m9Iwm`4c0fbUU?xK3CC3iA|K8p;X-R!I<QKBKSLg8^
z16suN`VV;rhKOf8`TJT{@+Mprj;@h)9ePCvHjn{7ey924G*u}^<ulc{h6Y}VY5%Ue
zN;Nge7cx%Z9EQ20?{oJOEb&`i&?Y7oEVe`>82HfIfUz`6k)QPy4K;6H_$W1b47D@k
zJprZ{FDzJ?W^%HmEzPAZvZu3{ESa{moPmC$dtX5W99$f|v~SQQ?>Qx6U`e_=h`4xH
z<uUZw7KI5ZH7(v36(oBUP?^l$)sBF44vJ{u&~H#F_*kWQ4l?wE(POnD)#qs)5#v*9
zT~TydE3-vBHMOn)4wn$YxP3Eg(G%F<q#l+2nR{>O*NkZ++3fJ=i1#z^|HPlw7k0&A
zG7CyY@~e?`gdVYsQoAB|jmkZrRY6QoJsHH=;mWx>k-6FcWz<vTq)zHA_WMVJf~x2B
z?|faup9EEVC_Q}aYair2G~BW=FqS;?C9kKUB?Htv<c){$k<_l8-1nFjUm&ezLB>Vi
zy4`))G@?UclMQc@mJ0H7S-Ld)XXSBfwtH|euZD+s?AUXt4Vh;<c(b%gz5JAB&5nN0
zj*@=a<;~J=8r4pf0LRaJ0$&=W>weU_RyJctkvCbdmVe)<C%-0VWxXT&Kq4q4U~Ou2
zDYbn;<u=!Q{=O0G`RaGc&LpQ>U!wUYf1k%s{Y^J7CJ&h1?&a>zc!!kiV;<wqRo-~y
zDV`j^C0m>iygiOR#GNOM;KKeLAP&NCBf*Qf)q{CJFAkwXPS+P(FlWN~p=WEIbqDhe
z*sF8z!+b=@?$+7chB5D(8$EJ=c(0#N`Kc%BCPYu5tDMoTbo;x|^ZNs8=DGByjBpzm
z1M%!im&Ott2`PMT`k)QEIuyJin}Zx*o?9C|S1|&95=?u?ml1a>%=O=iCXa<n?EYj+
zlQ#&s=VWgFZg);Xb@LVx5KO14mbIR*<`X499bFeq3#+h@025U^i*h}e6#th6Kt#vX
zA^cfHtNQzV%hJ~`-v6-t*{W`sVrr4Ocu`_k?lUDLFG5jErL>*eZpUQ6G5b+P{7Gl!
zD(A};E^lBzoWlywqGHXarH8R>(H-nFZ*44Xx^Au#x<LIFbSYbebkS_?_ALuzN@$X0
z`!5xu&%G+jb>frbNlD4iPR=}i%Bw`AeoM72i~N~LPp4b2?bGbn5a;39BKKMfcGk!w
zBA@(JB1`byGy>HIRCyWDK9;B@A#ul|OZL53`@(j;ST&4&1V1MyO;F(+a#L?rOq`Nm
z|6d73us(K33cWLxv<5Sw;Og^_rSPel+H``Jl!e^}FwzsX0v>u=&%ie#Cf`5cV~`B6
zr{i0Ah(58RT8%#Uw=;rw`J2p@iOnFe2s}E7Y{?dkL!=~eWp9P*b!O0jW1jcMsYfQt
z?zfz$Ev7m3Z35o}(#Ywh8Y*T}zf}1~onRfWwX{>F)}0cK16e2JH&mRSe0lfxGVa|^
zlf8kId(U6sV(z`c+zONpE;BaS+#K8X=Ly)ZU3;hHE@K8JEC$+y8%E%mPBD?rkv2qJ
zhw6ROZ{P!pzJS7I)_4?9<%GB3a0|w#1hD9F5$M<;RYIT#B#uO+i-<8%hkS$g^BV7~
zAqgfT0~rc_V=grX%ll;hG{x+eBaC(761XE)d(oysyfD1!*r=1DuK2aClcLM<uBq{;
zE$Wo;xYvR`$HJrz9n%;PHR?#`_(a#|G|tPDq^c4sQgJda?lm#$Klk}Xaq07qB~QO2
zPoO3zk4#A8|Hj8ZcoYx#t#eTNzWOWAxPgT%)H#6)@C-<^8~G6$J?_CorX{4MeM_U>
zfYU0Z(<!{AOTCPYFZ>bDxdBfH3P{XUWFEg+`L7d;sC9If_&*s&#Dld<?gq9jcK-qY
zt3>DQUv&K+$O8NavF*c*Ku&0u`Pmd>u_enV0Nw}enpK&c)wW*50CTNxRE6KDN<UH+
zfd&A{#evMBMX|%;@Cg5-=%I;SvFLC(=inLF;8};xd54ZqD$_2zxH3I{%<_M7SW+DC
zKSj!ZsYXrMS}vi|E-ZpedH&>`&Iwev$?84Xyj8q{l~%LWujcuCq4VEv75u<Ke~AJ9
zr!jnEA}+%AvRdt`7K8!z*f88^!Wo<ZOwDnrb_5Ix`Q?vPrc{G29f@oAm)~S98<{T~
zO)virN5Yh0?=dROgsl)(O%hgJ5*7{e?Ih?yJca9PQs-AkKcMGdNX`WR`3hY4&91LE
zc6Rdo9+H`u7HuEn=vh#l`}?48re|_|V1BTpzweL9;;5D7q=vPYe@;woWp-mkW&Hby
z!a@2#eRN6+5gp{Ys3r*&ZzL}zH7sE0<|_sSzg&K|43{pnF3$uH6Luqz`p|njcm95&
z1yzuVJVv*jpuDKEr3H(S$6j_+#C(rP9caQY8AN1~|N9NuIq&mx-X|J>b{L8&r-?;q
zn=6q3teiK7&s-<o8B`cd{1dB8D*yNBlv02^;hWy@*2toar9n_p<DRP9`u26UcT%v>
zgUS2V2hHOqsOFE`=LdhKg8t2K&;NV+-v--1Xm(-GEtrJ^wtt8w?b4r&?VLw3@83Fx
zES>hJ{&?EcDkpM&`=J4z%o^l#GWF(nabCXM%?joUE^LGGvd5qO1ZNOxuJ_sQUXNxl
zrO&gq24W;DRo@u$tYvU}Ck@Zov7Xy|r_tggGH38Sd+hS|E0A9Dh@y<_?d8$hYUB-k
zC`sWxQ=qhDwY2DEX8`VY3@EA!Zh`N#NKN^Al)q7CXQzKS0=4UGPUs9x;JQU5o~b|*
z@BYS<PekN`PVC96+4F{z<#U+=W#z~($X(qbvrAQ=$Pwfzu)pR{fmVg;;e}-$1WHfb
z0;iKF+_<AakNLaSO^7MeD_!sH?~M`Pj2kw!#B>iH$)?fB<<KkA!$;u<6(b||bxlJ;
z;8O{*j}R4WkNXtrPHLw^m5tglU(3rQU>Zo*G-5(!WcVxMY#80$pPDHt;dmu@Pr*n^
z<_;UY#RzQ(7c2q@ijE_F4AM}@I|Lt;!>_<?y34}xg`~CVDE2HcJqC#k($ZA^OZf|v
z(2Xdls_Fre5IQttsbit97-W}I@e5D;{CYCZPf7F+-`YcI?Ypx-n<sN$5nX~`Cdn^n
zoUUDr0H&Z3lmao7R&;RJ`$lSO^T%$)*g&+eKbx)EWF%^2_pba2z~H#-FmsBO+s$BO
z8Vc8c;!_SBxP4Eds?M43W(uXn{!CywF`yfsm0^Lhon%4K9io8qTvP{j$Kg!adhu$X
z?2cEJcUZKCjkTiieazg%60v|(9>(_Ht$Rt>L!!vL;s(TN=Xb}FSMN)FiK-}K$#`M8
z92}qAcI%*wLC+K}F-#d**hUhx2GvXtpVDUB#*u-H&zDI(YdXpozyq6Jg2Bcw0)OC^
z;3ZbddQrh4(5lb0UIX_o{$TlL`%S}NqNj%7>G&=ULa~H|-yXj~tjW`=XA82-F?4#n
zy}0hXIZ<9-4nWBa*AH{5(gvFtsMn3e{#&YlQ8r0qORgTsd%$2V-mA7^RBG}nb)R3I
zE=tLry4S)od+Vh1MN=3Fq~r%)7>tG<q!V0L`Xu-j#v9}$Y2&EWRT=w5wvEkhI2mXk
zh%!hgO$h}KmpX))@N|-PM&&+kwW#$^+!J)Q%+Fn>vKbquErR8y!SymX4YENpGaZEi
zmNcP8tWn4kx3>l<4zBo`k01t0G(8xQHgEhg+qX;zX+V_RcjrV4#yb!2x6Vm9vG}yG
zW&4gNu{ShSG;~xnRA|d+FIb~UB*(pe+BX>mG)IwwDzrd48K}LBD=002wLu?Iuk2JB
zHj-Lu*YaDwcwV2)NIYZN8`R(wLrl-p^T+X%<o<x0@O@{20S}?R={LEg_Xw}Xl(IM$
z`on~d^DdBzs?s^JGMU7{kYbi4TADFdHY+^3?eDb2p9%TFA<mB9vIDb1!;7M#Q<9Q%
z;sV16VV-Jkxw6k9&0p^Q_}JoD{{3m`NB6@2k#rVNP5y5ir$fMvl4f*BgETlAR8qP@
zN?N)*1qGx8q+2?qySt^kLplcx_CCM=dk*Ko8Jq{k_TBEduFq9U-3wv5n~mW|byF2?
zZ1BylAPOay`&Cl3^l#5cKL*bulk!ZMZxOWIBYl#Mk9;n@zE+bwy;5>4gW?}~=l0U0
z?qwC<O*JoW6(6?ypU4~cVXP|-g{YM_dVAx(imvdI!-~Q@`c<pKaLzH6jI6Z)Uvt<O
zV?=e=lzQHF(ZIm?F+{j6;Gp;OS@mX&^b?26s!x$f$-wfk{IB=@`oo1wrTacd$}#nZ
z>4zO&u16=e^3bOD-JpQ`tt&*U&s_jDJHS-$3-Cv5Ksz2!9gY3&_b1+Z-4=nU+Yq;H
zg2s=Rd)--_8Q%NHIrFss16@x)_vE+~V-3=&THXk@a|^ngT3#RTOityDr;anJ1}$jE
zW5Q990M&dX4%fRVjNOQ~ro&Fz>-j|G`cw3j%{OSRDP(P4=6mIQ@^4#R_h$Z)v^Tr$
zE(=zy`(5p|2|D`wJT7Th8a~4=7lFuFuaoo9g2O3wdU4F=G<kAck<zHNC>M`21+EbV
z7KLxa-?4{cUW|XkTA`+n!#~ZU-oxyawkdY>ZVa$AS5;R0?ElH!)W*(K&)3w3(k{Az
zImx0Rc|Tusr!XYRswl~_fXIr0IKO|NQFgyq9tr;kIdvTP7yxNg@9k3VSf0hgF!def
zMU6=YkOY6KLMl_TJM#x4PcAM*r$1itO<(a&yUcu4-~RMTN;<f;4Tv&4;ovA&R8+ja
zapQmU4oyl=OAoNMxU%eOjBzPS8-YiOz*uOiV4+L&QL0W97N<8~k=C>2tQckGYrfJh
zk^h}MKXItsxmDF<DT!F*AmT6YaEEQq4?;J9+*gMbd&)c6bC68mAeexd1f1g--24IU
zzb!%BE7Zadaz^i!)!a*`E#od1nl<%+RCViSv=^b0sBWL47<&c)U3H1uSLW`9oBWzI
zPdPSmqIPJ&A(xkUGQSr(8;n?Ed*l)`Sw!}L$Ww6ct&lVf7g_DU@#Q7uQGrX~s%lN;
z{+$chUsryIRJ%?hX-Km}M!4rJg^dV%4oHLTqR{2f@_K6KN5mn1{Pu|2m2=>(o_>r@
zCpKtRqh+p(7W8a(gQt5tX-(KX3)esJ={b^_5QiJnTvU!jO)Lq5FvXan?lI|d=i)iO
zDxSm5hvfexQj`x`lIdmRq4ICc;+RMRf?{H+bJQ(}iPbBBID^U?svS~Hzz(y#0Cjic
za+51MbqmEJ0RdhI!HVHD39Kx%tSqeb40W0s%BeZowYoiuvx90A{R7<`D??mUYz%xt
zHdY$GYIaiAQXjoOezbV+tZCyc%Nq!GvOq)mfrKR^<79vq6A*L*2}Z4dd@Q*4WcKmw
zZ)ucW6b{o{dZ5tvJR)x?{wG{~wD8(`f#u5uXpRVBQWU&xTm{2q)RZ?`-Yb?NFF;6q
z1c$x=jL#aB#G1g=GJ`nDFfk68mJAu{e%*m+5cvfLsA^uX7ZPO`66IG=0#jIxZhlR=
zKZ*4C@NCNRa)P`Tju>zN_q3wG+<X36V1Ez3@BRoK8Kzk#hha)%`ACuuL4{IwOi{71
zaG`-P)S8oerj!6~jAvSG80PC|^e$-Vp;ISli9BfO$RskrgcgkSU%9G><<C87c?b<n
zI|%!AD4#|_gZiRd1KKUa)h$Dk%2T6YH^ub8Q;6jsI7ssKRsYvyrgzDm(3IMHO#K!+
zB6v4GddC+hR#y)|%c$QJ>r;>=uN1hSNi)%GQrVVc1cv9buCy>t7kwuPkm%ytLh&Yy
zgY_WMKF1NDAoX~@{%{WrN>c(NQ_%jCz9z6;fN~fRag<RoOf0~jQ^hsi!MNh+7%A9E
zYVo#0)`(M7+|YS7qoGBlKuEM-R7hrdF>G-GLr?cnN2lqRo)8%-!o)l$&#~-x9tbP6
zB)o81psxJ=@Gs<`g%@jul<Ha-8X(DMRnk`-GePVGl8$7y$qALuJr6KU*DrRVObk9a
zRt)xwv)8`;jz1i5p<@vRa8$kSSQ9gpAS5n5qAQRqPnr;EC=?tt92Bk;DTx|VKx%@r
z1vVj^)8UrMPo<j%_N&S9DF5YzgfbxcFVHbyn{sI!I(zfJeigOk;Qh)};1mf;B*QRU
zV1BbhtoTzqb3xyu!ha&HusM3nha~OJ$Y#-}so?p&?bD6l_ezht)~S$t%xoI(rPJ#_
zYljYu_>umh629DjZ>AI`2F#walyLoo#cxkmdfP(yKry3GfD>`?+e~EwSZ1GIM_*YP
zr9&ULx)=9J#)HH|PP*?&esZ-odS3`HB;ia{rU&@n!>>N<XC}aVtSJ#F3^Xywi1X{~
zoFZm?#5wHXI<F@o_T_1SkYK$KAH3)9M#$Ho$8Ep$*xNOV({@3$|D8h|tllTd;D7_h
z`-shUNcbal44zmjxtD<Gt+_i9-Dj~>GA~|nxTiO4=o(y;Dp^%j8=_)~S#<+VJ@FBn
zdHh_sKjkXe35r%XWI%AQz;7gaNc?=DCu>(~KC>+x7LI>Oj4IcvRhyp_C5Nk58c`4N
z39*Bu@r^Q&mEAJy`;?PY=a{OQ9-f<*DwZ|M>W9e`-WNwlvCMp?L8iq~;|5v?2@)C#
z3?K{0f%x0FBs~hc2`i#A8+Zoue0Ca4^^WWgyoRX${K@ofGlCcvQJ{gkFUSrH;-U&d
zj4-i9R<plC2}-^#t2L`D0}X92U5Gw+1V5uD!#Z(xu$w>(nN9f-mkC!OxM-8D*TKkJ
z<F~7u1yn)bVfPe`md=5GZGM=UxsRoY#++yRX3^W0iJ635VcyJV8cT`DE?>1bNLWm*
zty9_WcIm-Emb+-yT(WP$qKIxd>a0h&M+9?a^7Xr>7w0yjh|<Ja#-`r8{-zoSj#(nx
zEbWvDv9K(DYz0Pvk4+aVHyEcL(q=-v992vkjRb#Bu5bshoPI6(qaWJU!Z3-LLNLO&
zjW<pllLKgEN~U(W?!=fDUtSW0-#}Hh-Z2qSa7_SOQH_kAD^)POGfFgk&*{f<=hdg&
zf%k1^gKarTNLoA_`lKxKpNFOzV<sjT_q-n10#-a1H=3#awOd9{@_d1%_UpE}hQR&d
z-zDK^JQqJ<OA2WJEWEFeOTMPHTk%YDrEYMLmReF(qnZ<Sf?QR{Bdpc4X}HCMYobT(
zHJEgpx`r`f#KP+lvedojC{~kpBt>7l|4@-mJ4Vo}!%=ZnqwJ+5+8eWJP<ud%<Wc6d
z984vxx^mi@ebcIt4NRST>eGKzgp^?71B$(E{EfXGOIuUhGRNFHC4KACVas=3@0!^S
zH9nFufiE@y_^Qb_bPC18EhC1s6Ji2<A_6%_+(0l90?DNt4UW`_`Pm2wg;trwvYQtK
zkl^lvSYP*mf8diO<L3=UP1Q$6vvBwQHD|mbYDg(5T{^OENkf5~5bmF362H<&1gj^c
zF2!Z7YPHtZmSq>vH2BNQdA+wYGB+v7vQ2NXC&gl4AV=4uK+`$I)Hy`g`G>xAfVoJH
zwn&DtOo1Uvii`knI*^^%{~|p|e|4HlMN-Aa-}*+hLIhe+AyoU@Szh1XRNG9~(e~zx
zJjXfcvFmpBrJ%;`Dd%a)(yUP?Xs)&e3mo~iehF24Og?-m_N5yo)oIF^ZN|~Uf5J<B
z?P;T?S^;P|HzP0o3g!k7XZQiCZw7KP6eP4aw#@@GkMttl!C_TtRKHI&(ar4ZuAUy1
zPtQ7pp#Hmq*JFg3Tw@b~&po~>T<0LGI~9YJ%;q<OZeIS*rVj9}<MYMe?Frjo`uC(m
zZm#_5A~23(@dUHh*8LAVJ8cJ;*2M#eu3w$D-#l!`t|9(u8^ib8S`f9cbA-76Lk9^2
zG5-X4o)=tyy04v}4uExqc&x!szt6Wf2C0VLjYE8{{vvNc9H>*9k=<P%>Ig9%vff_z
zA4)f<P&Iq`p2A15Xu#VXJ|e>&$o3zT30n9B{&2rV38k@dnMR5tT~Np9;*9~haVW+H
zANNo&zijt;h7D*>_}wq<IyxAmj{z^;ajQ)iWB;_<8<BhaQa#2g+uU4FmsXyy2&D%w
zM2kepBPdE++({Y|_hwI4jD93(pe4$F)bRI}F)~<)X{=gVP&Icly~oB!XXRl$ydYj=
z<@X}<ako5OOfu9?S=MPTEiY+oD=c$S5!SJ_a56g_Ulpw#srl$$(7V?g79t_@vC6Tm
z!zw@4Hl;{C?ibLtw*xY67q^#}uCci1AEK}(6eHJDe;B1T<oR0p_f=$Ah+bVbSeY~Q
z4upqc+#{iE?wFg|nmIV+I%ekqscOafjTWWpf69o|<7xXlg$TVfWIN9TY2|3nSJ2Xg
z0(CK*)J!oHc>o|`O9Z;6i2u5FiHfRt;1bn%VMLM5?t}3DcySorw-7=dQIw!alu*O+
z5&suYn8mx<oH@9&QIvOmTafIxGQ{+M<AQT>X?d_soByy70>?42h`p%FzO*JSIBNKn
zY~R?We!f5m9U4A5st)hbpt;`%b1M0#(WHqoku2{wKq)#mPVwGu;oXK4t&TmOo2HmD
zzOJfQ6bq-x2Ysvm2{JRK)%JI@su9kJ-Jfn0<Sx?w=-T!@>PT9!#(X>WyKk_>RDMMA
z1dnhj*KmS?-h$C3h5s6Ri|eM{y6W32kHC4)AAh53FJ&EeI)GW|i`ZxF3$AuJYG!_5
zQ<8=Gq6s@yd67i@CYY2#sjcF<PsFWh3ioBSpbiR$Dow8qyr%|go<~Hv1Mq~-Hz5)g
zSqTB)-V3fkUm83ZCWGh17UVNvu0T_M$^NfU8jiyw8QvI&rmpZYiiwepy;jz>mRDU;
zI*lmcoZIbX{nhsytamt(OZe2rL_ZCZ;|x;M^^(%G5?&_jWh5J<#;g9IG|nW_PbM-<
zBh`!tYZ6hYfvJ)q)bWIrSa9i*29Nj_`Lcu$q2<#5FVc*t&q+wDXp5@<p4(j4Ex-oo
zVpRJJ|C?w&Vft8D_%L!4g9CIj15~$nAjhoOfFS5U7kfxlZG2R8d{k+C&9C^H7G8kG
z`d$HHD*P;o1H%M@REuT)nLJAxb97124@H6lCY1!|mmPAlEU?c*Xu~1jkbG#y##tuT
zgn(CHtf0+6DU&K#grf3u*D%WvAb+c75}A@)0yLZq&)Ip@`FI%Ts1f*jVDL+6Z9cGk
zJJu&as=3q!MszD+!XmKvLRbKDr%R6l9}3`iM8$-IEy^hDb1{Lkad3mAKTtyT0R;T)
zi!Ec|i<o=mlz=a&&t2tzqeBAz2LLxYgdPKI{{XA901~tgn*XE+on2gj)d$$k(m)ho
zv>`tO0>PyD_zxg5(`^<QkiLS;7;(#tafgHe<H19WT^hN#Nj0BO3)VQpGCA+5$Auk~
z$v9(%VqQAkx~tXK=gbKpC(o_zB|88v%qPING|4|XIk#N+JB)!wL!%)Mt5@q?(-<z9
z6p9q3C(;3bLI|k$&l$!&rW4U;46-SnfI2v8mV__^oJNtPzrWx=t3AFNvKrPEZTPEa
z`v12=0m}&W6u|zOs~AW78f^;{j|AloD_{sMU_kcIem6XszY|)pD{HRNyZeTb7+1it
zR%^;-rVgvxS?L0IjW|;$A$=xOUr5iuskrdg&a6ku>}hu|oQ)%N*4X-Y$I|o{Gvk@^
zaV;P~b#C<*V*?DJZY5f0Lo{gCs17^>;t~U4uD%=5Lz|UA0LV_8G*D4edwRkrx7Fpd
z(lNp}duwZ%e`JWF-(JIiTak<-ot$sIV1XJ)0Bu+xFsnWPv^g3bU6f@kb`J-5QsZ>b
zn?pmWv9S|xMMR#?&v&-qFpx_g$TA$Fh_{w?fbefUTl+lG_T$v2$B+o6s}IWl@`m%}
zO%Oi3XZ!1B(M(=!kvz3Z5FP-i_I|^!u(16*XkZ34)~fRXGI1@QhVjo&Xf>oNVo150
zTG4d{^(kVruo8m@F<HBx7gKVlH*)rdXtivp#UR<Mg8ODCCRBQvzKAeHF0a)GC4-{%
zWW=D%`FNCI^m{O#tN5GxMOHh0jIYYgDX+^4k+HEPk*$$|PeDN#8LG>Hj5HE{RFh7<
z&`E1WC)3G*xLyD`OS5%AgDiOo3LN5?0Cu9@M+H|nLVM`UM-m0tda-@Sri*mo><tq7
zkOzXwF@`)7371&$h#M{kx@Lh%GINjS-)n+Lw9XPE8#cKatn@48>*5Fro3~Ya0ct6P
z$A~M>BFgP^s1h9KEmbnVcPqs|db{3<^-g|i9%&rhd)GSupT-Wwh)CzJtHyhW{g;$v
zZF`>&3FnVN0kEL>aHOC}?NMmlSqwM_XN(b<7C4+=WV>kOu8ib9Cb@Wi=TnNzBj6|1
z^sA00^DvYr601NNO{ne|afTf^M6vyw(^2Q}W1(oJ&g||mH@BouqEMOr6ZE)Bg9uEs
zCJ&JAIh(8@l*22*2?`1NmZlSm4ADwU(&>f<76ql_nRjSDML=PgF<2yQe8d#KXD~$i
zvPJhS>%@mpD&<e(kt#E>Mm*dlytGLWfpO>tnY|}HEXH^1!<GxrF-CA>iJQZZgsYhc
z;l`Kd>*Vf8**C`F0UJ%~?hY>IqIE>%tGoj@waPNCjGk=zzUIBqY+uV+KCXmLY48r#
z{zw7#6!zBN-u#^pc3rws@DP@Bkn0=!VF2@HL3)bgoTM6sq!Y~fn)4--6bZ>I)V-j0
zgdr(6RhGIRiN4XY(s9yCS-t2{gap2LLv(`j$p|a129)9pP9`A!krQp7WI}g=$$^LE
zv$=g7xDi2v$d8PJO?DO|Wr4Z0RWNOR)KU4U+^C4XX2;@ReBAogC(9_S1Bi9(LrDv{
z!%^Gxz!jmohEDjT7&%|Dr&!QXu0ZF$8$+t3>`FRBy}MJNu|hc6X*ucoz)2XeAX>T+
z@DH;{JBujR4}5<GJ{+<+)=hqNc{6=g!;9nmC;IAQFba!PIjVeEVX=k2*4j$hb~C2F
zo9d>CjGyeQtdps3*V@<2ms8`(wDtX60^x&pc+w}|dnlE<GZg95$LI`4^H$jNR?D}1
zkK<7?W_rY3wo!0q=w3S$*x<}ijJW8RdeqOqay#WfhUK(0<rWo`bkuog7kC#p*%Vjj
zI(n$d%lhkEJA80bwte?95S)#I90lgfz{7mh>)LzNqoM5o{6Q(eP*>hf(#6_A$-!CD
zx%U=py%%X-0n`Gv8bR_=4-ifGBKXS_I-j0Gld|Q=Is*9&=;3U|1?GG#Ej>3Udw1#8
z=VPcExkbI~Ji)LC!k%rCLaT~VNTb*FMmb@Gk?32G?S;RyJ!UwV7~>OxIx>&HpX{xe
zL^(%q4TObU|LyFwki`1BU%}fvjC?LHd;*>?YY~l)Cs2qOY#ju7%92+>Ja*-EtOHb2
zW51{4ZIxH+K6h&wg6-Z<4@L8@-Zs1LtzHeRiMX8Ker?h>VFs;;xSfwT<((ObA>ZDH
zZ9Aq5``&N#4qd#JAo8|-PYzUi<L_BNd@o<h)XDleWt0Zh&=y`^!&2kpoQPQ!@!vS%
zlZQ5X9?jV9BLkaK0I1&RvfUzBLAV9VGVZ{d?0ei-X?44t{3mZ&Nu3gCLN*W%q?zdT
zFC9JnV-qcr#QHRl2|t-_vL@CY+D-jxu}t`(fjQAZg?&V^Y*cbV+ECKn?46OVtfY_I
zyZy|X%r;G6tS`58B!9>Mt$r5N@Yii#vtH}f?5mwbOQwBBIV-s^h6q^yy^q{uqpYV$
zM6)PHiwIid!lUrwy@)89SF<eao*^{CK_zlI^@mmseNl69c42;TVSZytan)yeWe0D)
z_jZcrs&O4fm^9#+xw%*UOc+Zd<gZI!Uq<O$?3yzcF!rVb0wUi$*@Ij<*RAi_d*qV@
zA4neviG%o6t9l8<Af5xdZd7bt%bpj1yg#H*B(*AyXMBAiv=<ga9*-FvJ~YNhNbr~t
z<p%1YQxjt;KO>_-RK-~tm{{34ffX#Swd^6say`p$wqhF=`xy<bWu{6Lb~FWvLEZvd
zP7IBrtv5U(c&tZNz@@|oKV~v_-{3#?Z&17VHC?LA-5I~NXR%S7Kji+>&;;9Z3Nmnh
z<zLP>byS^!{3#MdWj-{)$`#%G_h$96qq`DjL8U>$?h!eUzjbEiEJj2(Gp8+8#n<$H
z$av359o<sg5zXr6X8NwhF1)Pkj){jaW<~$@bESJ$((5a2^@4LY?R3Z8N}jgFfb50v
z-3`pGN9`~PxHB9z{!=y_^DQ<lEl(L+oeUfq#jYGCeU#$5G;#&{A}9GNh-=izzMBY5
zW+4xTNgL@)t9Y=S07o4iiVA|EDt-K@qo<|ej^h_ipe|`>`D;zf9><N4MA|2SqLO7k
zj;P}xy(%;~C9x*|x+L*B?fS%rw|?F-*y4Cxp<EfbT<>rqEGlu~awp|7pENQInE)(G
zFXb$a!UyoBF5kPl#X5a?*-#JSt-a*ocAMe-vQlVPRAy104Xm_@N6Hxx5`7)2Rhn8=
z>RNiq0jg_z3Muhvc?7=#s<cgj@3^U|x@l;*p{Rd!)A}e252=azRWmFCi_ih=OI=)V
z628@aRCJq;gN67P7Dy%&<M?y0nPOU^VRZdhTmzZukm3yzK-#ziu~VA1|E4Yki(rxF
z=!G6w1C<+Y8c2`ku`?VJ?E2=%;is7y-069#@cRgpKnN~Ayt4~R`U8#%h?V*P9g-aR
zp&Z4(zLbN3H1ghGWZj|Gbi4`XIJHDL(QiI*KGQm~A~yc1otzED1mGWG6M)C?*Zy-!
z0kXu0ElETWFq7m>BM?a@uZQA|yv<G_!MEG~8!-4H1WYOh@6qvQ8G<rI;4+3?Got~B
zZFiZ+23Z(?*!^F0FU|X=p8$zmczu<1d6s8&k#?wyb8cLqyPs)ccxk<Rcx1GDws&P}
z@-M~(2!lz_8-rZL+eT01HF;VT4RTKI>!N&yQW~y0S>;cBw8&lHa4@NBB)c>%IMCWY
zGyupH?1KUk*Av}P@J<N#(P3opl&UI-2GXkl1MYTY&$VD5lv_45mF`V9gUn|FIw=Am
z`C^KJ_CNoqVj4r>$9Sp8fCYB;a+-SGB-Tp$yiatM)}@vQ)+SUoC&|b7t$ge`OsqwW
zMV?i~Hib2}o`yYP{e^5wc=LK`Rs2S_lJ0GF7klk{%NaDVDiB}}EpHIjckp<FigID;
z@o%}!{_M7)1G;ce%Zfa8x7fS!Q=Q&;BF4|dWb09S1{hj$QfCFYZf$I<M`WeHy}TZs
zva*U17xg(lT-*l4lrm17oEbju_wd>eCJgX%Utmy-Q)HYCCS}eHdhS`IS5by|`(AeD
zZS#R*l{u(0VW$4@u9d;3!<;i_%=WB<4j?ADg?`lo8#|IV5YpWB<s9d~c3>0efT?3%
zimgGf&7F6qcFyyLav}&#LO{$IaY~<l9R<9ZMSLka+tfJQB8mg8LKWS`Q;u7qQ$giV
z&oYmz)pL%40Q47;TX{N@DIRcC?A=igFAvY1_t-b&m}pi_bQghMe75{+@bTR9k4iw*
zhuT=_q+d$yZL&25PANY!8<LyzYJwLntqqwBl@w)uFrg8Ed4o~FDAK+&Ogt;xNQl6~
z&1`NYj1cWMq^)3FFqRe;E)h943IoR`Bn}NN&Ajsg<jKQ-2BQvm4kGlY!N<xM#gh&O
z=2zHJiJg-#@5P1v6}}^XvWwrXt7+c1RRYI|WD+y($^GWIWDxGh{-Hnaq<Eb9WCTQd
z_|SaD9KT<O!XkbiOgoQjRrOEICoU)$AJ1ODHQEx;tz3H`q&R|ZktEDgYz>KI(&tU(
z)B%`R3;)#XhZ~6MY>;JTV1N#Kkf+-@>Nm2APN-^=jHbuV%>L_6F|tQ}c1!3szl#M`
z>6Z$|ix*d^-en_rey!b--|$w>9tMVsx1!RlrNW}DJ_s@PCfm&E9ur=^IUl95Iq+hl
z^MYaGLIJE$nXQ7&_O6$O)@BjxOy#56mwoE-S8J~lp1LpVI}V;u@?L|1C?v_Ee?Vdq
zwk`P4O2y`i?5&|aY4Qx4kxH5%p^^RGHoJv(-~zIaAR@4q>H?HcE~Z(ZV;ty$-HOwl
zd`S!o0x0%@B2h<|t**hL?ZqQzhWq3M?D;{J&!}pjHY?Nyv9hUT`p8@hLmNXGq(4Tn
zGWG$uR6fQ&(&<l%WFqQv22xrE1d8FDv>g3$D6gbs6oZ+%L&J2W-Y}7Vemfb;7={n8
z(oN^&V$DIxp=kK6bMUWOM<1=RMF#VsF9M@LCX6v0a{%o=+`Gj~SVuI43<Z&0S_8zX
z$g+xTK_n2!uL9})J^(&yqzKxV3LRL1xQfkK>bNS$(*PqVaDxJ<zdBh@mrb9f7@m<f
zktd^rh}?qGO}gJBIhk6k`Xj+4r4)_c8|a4rX5}iaq;t$EKee;ju(cvS-Amj!OQItC
z7*Ei_%$!Hv0~!-`NxQ5iNAg!tVONSAj>b~B^N99nKz*hiU1L~TW9Xh@A6^ujTYcR%
zA~3c5c52}5&^&G5x-kDBKi`V2yq$#Udru2x_*(9_<l)xw=B@U^sAo$wvFkdGn>X6-
z{F<(BlHHCuPRiI0D>zOoSdWVbQIB&9SW26?OPg3)@;+IeWqtyOr7UQRF3$=r&vMVq
zR(04<m`Kaso#xhGwuX0)mZURG1`K}1Rs>zW!*z|ma`}4U6m{dIjCV2q6_0a7@iY6-
z$*O*JNA2dh!u-%sP;D(e$=*O0=eSB{CZ#y<0(5=Z!`p7_GUy(tFTJitzj|<{`#!>_
z1ShDP{k(7YzCO*z;2I0B1X#D<4R3b+8t7jW;(L1D?aAtJKV1_Q%<_L&>+pNLM>OA^
zK&e*{m3@5(Bj4-w=vaim<HdSM)7`d}@!RL~yhq25r&WrEj#jVl8<4e@FYptWh_iHI
z&;8LHQ7ce~*Ym+L4)c18FZuE6hoUvHfa9efskQ3TS8et^c$z1>qQ7ulZch~e^}=Zd
zJLT`n-~-|!IiJeWlMa{5jR+DIAR}OfM3AJtJ<J?(+IB<U+X@twfspnlx0`?SmA+nA
z1m~ct33;5Nbx{v^xq5^n1p4J<k_c@H3H_V2G}X-NSYCOZpATCg;4WI9)u_qK5o%~>
ziQrZc{JDEp%6`0JxTLQwJgLJs-RzNDYhCEEz9O;Tm2-OERk7H9`*nQpIXta?I9FV>
zHfox%#;p5e56Tuke1rV(kaF*o^k@$WE}b160!=AZPpR}U`25A&K+)gZ#@fh1bF*Tp
zCcgQyX6bTzwV)3eV|rLv*{i(&7L5hExVmz3ajC9t5a1J>o|)HDUoXrrtFriKDTNX|
z4kj@}%12{j8b(6>gvAj{XGIo>PY1(Hp#i`&leXjbrE}9VW1Tz{jqwdbO?<jxQnS~;
z_8_n>5E@q3R|x<gP4g(x4N@dSKjf&QQ&E4Xq%SKiuc@xDscxu7%s{haQ6C3%jUlv(
z%-~43bI{KFS4Jw^nt}s%MPa*bapSo2o=YQMFU3f{mYy*(Z`o!1#z;Hht%4($D01F&
z?0(L%?H||_-iAPa|L69h*n%i9MVOV{Fb-pEhO5Q8HPwvWrM+VgY_8n(A35_GKZ?%l
zHzTffV?IAQ7p1T8uU>w4KJ5#?b<1+)fEsW_{A}Cfx8mxs>b=)`CZB=BB9ewM#}N(&
zC|f_bAfb}nQN5(F;SE%HRlMn7&>2X$T_zK|n^-6O1|rdbT;4BRo4QeM_5>iEY4T~g
z5rIR%b3*`|kd_-w6$@9S6NH8c4E}GTmRmKb9f{5NYdW{ac}t%t^~G|&rfY*uYBA};
zKRqA)#xP-YCU1F*Fs9RQ${b3g#qY;fGBP!PrnU*PwY(K=dCOeN$!0cj`#0^|&e3&m
z$sgG8-^M5+tO$HO0&okRw2O2w)-x?&Kv@u#I*&#o{NN}~sIBCOscEmzsATKK@NCiq
zM1?1o?IZzN%2FmQ3oNV)uUVH^Suf`Qt0zMN0z34}6{rLdZZ5^cQL&-L&96(FX;Ggg
z`+%VAe^3?<K;yq<Ty+C*l_Tf1Ro;YdkSzT!OoX9E`I@GfnI+mrZ(vUPZg8_dn>Z?7
zg4~%FflEaPDA2<&KS)a<00bl!suB?#B^rum^Bdg;Fuy416Q;&kR>f#lRcOUgGXYZ3
zY${y9MAiv4!Qp4RhBV#-?@ThJhk>%6qPwxs6m|#ju|iW#b5ot-o2;YILp!V9H`FXT
znEkS_&9Xg<+dud-vslnMTeq-U{&%KrWx0*u0z}<{DrQTICKtJH1mIl7v7eE@LVF)P
zfX8bCf<X`raAoA<oz8K<0VaK|8vua_O~w+&0Brh0RV-u`gP(hDt1fWapW|MM#1n`p
zUVv6Rp)$ybjb+j!)OppzeXXrsgN@C^{nNzVt++k&tj~@VX10V5_EhH9yS5I8rZ%T`
zc9xExKjq0^g2Kt0A8eL3jBHqcm$KO{*UQSvD!)^c^N-F?XP1_HuNaR^%WX1?^edp#
zEXRD59Enz^ig2Lx1s9P;qh;W5(4@8`0UHAXNqxwG0DL@1a$snQ-Vum)w!l82$}unR
zD(<^&Y;p<Uo}vOIWH8gw!`cE_9nE#%z%AyX&!~HlP(~Tx!#X|`8OVc0{rpkl9gif7
zTpTMa1M(I~U&b8Se==E<U-NJE{F@8j8oY)ZAp8(M2|MZqa-zJWOPEV<sh4Ivo7=5(
zs_(tkx4$Rv{o)uC)Ju!26Iivg_x3X$p~$dzbZ_Xu#*)!qrpPEqg046?dgs;ND{JE@
zNVLw(Kd(vbW9FmDOfYXhWuc<*h{JD=4?Hk$*G1plZwy{<O{GQ*>{Dl@2RI+mM43B1
zoU3D5JDtL6aez4Fbid{=r(`v?5^qgJr4OKS@E)%~Mu2+^JLnCH7_fX5tNa9n<aNOp
zo)&-j%!J%AVV){ouT!11iOz+<FbRSVp8bm-pH(M9fX;5J0gHz#T*xjTF||NL0|x!T
z;|%@|Vvo7wIz2N^?-W?<5L#>yT72v=p9mQ`#Y`}~V;1Sa9E*5*>}=1HSay`xZ>M&E
zJ7+(;^g@rH)vabR?ROmoU#%`B1eDX+<_JC6`A=Vz9o+B44Uw+rfae9E1LPjdhB3+3
zbA>;cF#JWxIbTO5JJ&oA;3_p2*Hlev(Msy}LhU{Qc-zSDGM6AJR~;tQEf6k{&Q|nJ
zA}{a;qO}W=V0qrX$3z*FRD2oFY%wOo&NdKwh&AWX*vFihH+QV-^l0h%l|?b;3kUW9
zq-j3V3Gw1)Rdpg#=#VY0Vhg`RZ!7^nX!bpL;Fg&T9`SOJ*QK3-1X;IhJL4J1_SP56
zHpwQadCNt0*Qj>3XWT3BH$bMTcibwoZ2P}$`iA%7eQ$>j(+2v)hia#1Q$W1K+SvYL
z5p&Mw_bf1obl}oGZ+yY6(*GQtIC`_jq&?TB!FUdoqDALiWT{?ZApqEPJ?mRQrwkKL
z(8dI`^UBcjV|<tdSZ!MuV4hWn{&;buP3btMH;`>)THhgqTHQOb>F#Jk`n|MC7lFFV
zdIBuap<xL?e?0#<R|ykp%s@`(Xnm|T)~T?nj%txrkSGfa*sy*ES~3?kD1vuXUBHv;
zk$H$SlTznQKE2@hC((YV_dVwEu2kt5uuv<mjS_UCi=o`}?>N6vPr|rf{C%`*L11Sg
zrYz%o^G2(6bEZpoX?ODq4}~JM57_0T-IFHK;$Xifo-C9w#tywU6&5}?`oPVQ&ya7P
zZ*E=y3}OUE-VHe<$E}Sf#+$vj{}H!F$68BFk-tldB*ksf+gl*pmoEdZMq)x|qNAgK
z{hBR25uzb5@|l&D)Ycl1cX}@@qWLuUVLUR2qZiRV)3Pv4GXEW!9qAfg(^yy3SCaRN
zKC;9{e^))m@*KvUu>+~f=lDJZPBw{pAI#IsaG0y8v&_kkl9&A{_zgaLV;D94-+zFk
zs}+jtf<%l~TK7YanFc(GnM^>EY!PLbl*=~qzIbHhp!9W$ZK-f7Ic!m1*1L%b^Kn-u
zA}OEg@5!JY$FL*Es4d3=@_EnN@%1X%JBzPsExEz9A#Lh@>D#MzW`<?C8SI}7*$Kt$
z;{7P6QPXRs#A<rPejwk1cYi`CbP_3zeh}-o@YNNFHMCTCRu$Nk<+<k;IkmQ!{&6|m
zXcreB(>%emD0k}{<8RR`xzuO7TpD)&lVolNqpfXXDJ>A9kTO9c;;CxDWuO7%pZEex
z1~VNEWrWetzbA^7qks$j`}hYe)FoQJ*CsysfErQ4T~Sr?y@ss&N9lJCDu#=m@=rls
zx7!I%MONVx<KHvIxxFpjcdq{qUR3Aw04t4$#|b6Hbs^uK@k8}9W0AXy8ytwC_|;}o
z!Wk!}*FX5m3132ka%`Ks^Y!iF*9NXp|1Z0PBn=a5K4%XJD(lb79$8N=7i$3=Z((N<
z(TF<Oc@|U*{s>4t5x39A?eN=0X23s$=s8>Weq3H|=xD@#0R4R1?0fnYrhaB5hVi9u
znIxvI_RCh=NYPq{_ifL=eQ2xu=@XmPny!%7Rc{awCpaM2T(m@iai?{C%6U@49-2Zz
z$WaHND#v3$22i0Jz%vxk?2BRjcBLI-wCAb8IN*G|9P@1L0WcN?1_W{;`@@d*3b-8E
zeVv}RtmZiZ9F`jQ+r}@K87>2Bfh-gQdz_FoG^`!ib9+b#mAavlge0zjCMp&(*{mUs
z){?sZoVxbfx+?!ltCgLxxCv-Ry!<L8W1t^XStT|zl}ubz)ZN+n;9TL%RfQrOpJNw&
zR+QJBall*#jS>Ap#)lq8yRynNItIi#gRuk$XatK)K-!V;_*aB=^c)3mxU4*!ObxxP
zr8Q;!H2c<~F2yYviNji=Ja+c-ix>xbWiT+&J-wQQMV9n*(#T1VY(AHi7QeRFT%fDf
z)su>19Y<5f24gw#6bfa$BQYbu3dJ(Q$5zJ$%C6pzsx0=!l?$3I%9U$$Rm;3FN1vLK
zgI%mN!U%4G=mV?`)5GK_JhX3^Q8TnmEGQRTKnED=lrNL|i|pfzkIt{1qpDa`9DgOZ
zi-cOwO=-@|scNY&mh=t*!=7H`pzIlm)}I>5CcD(;ht5q(FDW@XdYqvK6L%{PpiRme
z^06DrFHIvxJzs^Q$+UU)?(~x(BlDU*N!slzR8LIp`#|Zs1JPn>X0s9<xH7B`-trmi
zkb6e9Sxs^X-S+o7+Ru8}ey?43$*1=(;9i`5j_saJscaZ(NAPNkhp6e-ALHbJ4L$c}
z@2p_6@2?lbOjW#VETOtzXMqCN{{wYsh%XQwg%86RE3LW5q=Cd?_q=c*ibrLVM#tX8
zeEDoj*!Q1`kr$vQ5!Q4<6%-;BMk4Lkh7+}ae4I;E7u1-p{mbpfQv<5HiE#pbz)>8G
zeb1#lSf(&k@owVx$ms8har?nBdo&<VIx9i<XHq*epWEH7xk+Z}%vR|~+E;RlPIl&!
z<~l~7RkZ@42hiS@M!6;7P@M%B#V;Q~()sydvGnueYa5**M|z-e45(Up0bq}K|HEPq
zx?F&wO28-~^e-^x0#ujwBEP94fEnSACd;$wui9w=k^=jR_h^Xh=GO>t$#2Sv-;_B8
zioh83`x9c(2dB6(zWj{h9|pNc^Dj9H50Btpg(`+Pa1c_LbR>9SbybSyG&A)bZ-U|q
zmXpf)!Ki^xMf-%`+|%4$g`+l=bq=kJ<!Q$Lud+7f5|Cg1KaJVnOE;y6dZH}|B@aR(
z3L1AV-OP+EmK{g}By{qIN+Xf{*t5=he-5I)9T7WD5IZJZJpq!X$z(_+zIXXneAi8^
zdlwoQfb^dxfEx}hrTIpo=RNHArdq((D;UykKZ*^k)kAI!n3tPk1maT69QiSC7xVxK
zd$`Ji0mZWcg^L8ur(>E^48W3KMk2Dn>HNodYlrCUI2eX0*bB{%>4Dm%;QwKLBSZp=
zsM-iV&+d-Qo@U8MNT78This5k=a>Pa-#uBC>GaI}rbNIr2iWZaQ#^n})%9>r1nPOr
zXIe^FL~`He_v+ezdl4uIRcdrVj@YW(^{+@B-a`cGg~B{JuP-CrJ)&LRGIo!7$EJiQ
z*QVy@re>Db#-``KI$Bu0_z(6}wUK(!#KdGrPj5)A@@r&nG6GBrJW{wHF#KOVOCFK{
z9aSPE^d6J)L`w2UIAqX-GIH2tSZV{x{og;QQ&rQXIEXcuAAE!atuoit<$e8rdU$wx
z*oGGvPnQ>)m6)0oP28cuy2km2`Gh!y#OTG`4edT&)DXMr{#$mw^ssyVHcs1_y#uBp
zdC`=cd&O8lGW?z^ImwWnt3^l6{dW!gy<1=1QVGS)>^yQ%ae1qrx>Eu9A=IFpwZll;
zDK7`;8I)%Iu!4%4X0$viQNfY@1FK^y4R!4cQ)?ZiE}tFe2cOF;f%FLPo)&u1b;#;X
zPxb0q?3rJ{Rwu}q${%r4eYc+Oi5PRLf>b@h#x5Xg|FsuF!R=ozH(CfE*Qi&o9?r+L
zF&n<0o>4C@^S8FRe34)7tWOTg+(X`gG?QbBP+*8~qW~)c`x|Ndo1QoD$+_$1@<Syy
zi%zKPpVr0cOLB^ENSb`ZoA2(l(pYH05OR6eXVb<O_s_OtG@swPYQA*U47_n<4VY59
zEUP<s=hBte--_7@)tG@x_cyr>6=`#dr#2m&*BppDZ7zQ*Y>2?r7&{-ryBxfAd*|#D
z8J?2=s!$zQ*r7R1pya(JyBD>(vhmBXPSqZGNN!@H7y!e004ZXH@Ny!u%V4HY5kr@t
z&?VHR>2uUEDELGAWTgH99-A&Y3TSkQQ7y5z^neciFBG1QPc8OkOHHmC?Aaem4T}cJ
zRdwK=z%S2HjlKkF`+OgH`_vD`Dr{vw#YMFAf9kjZB~TrL`L7d%-8C@L!z4%R=meyQ
z(lTibpTKLMTCqs5JX2J84dvuc32{lZosqd{k!dSXBqKUu-vhvoZUZ-mO6^robnEcz
zL$hiWxUdJC77W_;Rs66tp#SU%1;`-0m3*UxhX;)#0QdfVb&-onMf!!a3)I^r1B;f?
z`4nHBKW9L{DCjxAEtJWvDW_!NADnl%e@FGMgdh0h2>C$W0U55<h?G5rzd6iPzd4Jm
zKB=f)>!bu1^%!l0e*2b)n|m0CqYY0!*iveHRDj0@Lne3l^PSvCE4dLq?~fPOFR^_N
zvQ+-~3lUDnhV`c0f;n6YIfKaGaF;l;(ltubf&q^FzOYdwCI>c;z5ENsccgDO<WN7O
z<>ZXX7laK+LQ>`8V+YZC(qolycs6@q>jCM}Q#?Au*;m<Rg*hcT1v%xV1*Ju(Hjj4o
z^_iK4^_k7d?ai<BrGKFoeyu-OQ&E!EmQ~V!C;LI|oqA9KZ6y-M0%}TfZmvLdpPDw`
z)O?-5mau**;5v%%^a(}Bl!;I_1`D{D_LimS&d?VrryiaWZyaq{jy3S_r5)Nj&+2*)
z2dZ#uNN|w!*D4@_(5EPZHnlBFN?3qn%~o7Zq(QusWZKn2DXoUVKr@(PhBo>#4eYE4
zd&iFSmZn4EfsjL8O)E}Q`_t#&gSGsL-(6?N@LZ|x!;Rcu(Nd4Ab@^lYr$Fkw54%_X
z^wu1IOG`f<PD-^H>7sgZ)EGV2{ZM%j`E4+jwN{$I3awY=#!v)L_v2>?8vq^bHKW}>
zKCVlUL`YI+>9k|hNu4a`Xi!fB<*RU2dOucJR=AZuUb0f|7PgAVDE_@5!%ena^B&KF
zqV$E!dqFD_2OXoh1g%D<I&&qP#iPF^{J&>~4`*%pZ00QH%8XxLa2*L$d>%Di)oZM%
zbv4uWa`4dXO1>N`m;Lw8MLTIff8X@kR8vZEF1{(W+<?56iPhcjC_eaj=h96V?~93M
zSIl0NUxu4}eI4cMl)Ih$^3;iagpb}!H-5;$=e6}Y=c@9j>zLJ_AV|~Am^NrU!{7O^
zMV_R?>&tWRYHfsL#+uLeKfp+S)b3sLxc585W8yTx_Yk&GezqpwdOPs*?)l<qw_~m2
zA*-PhasO}wl{0>F`@GX(^zv!*uroF`v#sUsToZBty}mVWdw@@eF_VnH74tY+^I$&n
z^|_uqr1x8=Zt*$YX~S7xY58*W+^2pw9)L=ORxBZb^{p1OKA^7c$;9XBH2gBd%|g`X
z{jGo&^@*KWUEbAJS4NvLRWssb=s!)<5z<c2=d<1UhKknHmKPXAy^}XMs9-qCKd4y8
z7mRkfVhOQ_Q#Pznr~SXxYn32lQKyZqDe-lxmFKa{3bSQBkn7x;!|$av)ip!?*1E#t
z(q=F&fxc~2!|cx!yE3$6Q)B(7pz(gQ<t3F9SxM>f<8^-<m5Hg$dhzl)L(M)K@Q<HK
zH7~wGW!SNQy%MDt66uA&BAO&k+Felm=(~cS@}yAq$I@Ssh(`oMoaf8f7ynQ%V*mnW
z6cj0wGW{QQuj$3bd1&9dOS;PRmi?YV@$(ZmG{8rg*f5PkC9rUds{$ohSW8%{HFTn0
zzj%T5A{X#lB$YD60s(<3?>q6B9Qf28S$p}i=ZGn0?WRwd*SL5Ke;qIe>s$ZLj8i(W
zItS?-zRcOqvV6n&T#bF{{H8AE2GSo7>dm~k$BY|Rn^K$G_<TfuNEUdBDpYLWsbp_s
zYCRgkLTW%I5EYP<kD(T-v6Iw)3HoArNrt^<5gZ{U#?)NOcl+D#UOd=?<%yTL^$qmI
zIsU^c11E#Q=oizx;rx8F-`Y^8hAl6cwa0VEIm<iUyR*wCY;ofiS+dF(3a$I=FwC!p
zpN2$#NAVfG40!f`HxXG8kI2D}+>=O+Ye6bcp;3yWr8kcZ%SOn^48vL%(LT*G;IFH1
zX;nG6uB3*kAlG82`}mS!#>J6qBaolpJO`n0qOhrB10LjDY$hDGVPYB@(ZTp_;uV&`
z3_8@lrVxLeJ;+W0J{%Z-n6PnhaiEUY(qWAc@x&dcrvtEG_7BS8eQ`n9x}>bdCBwEh
z)vni?i*kD5dk>Z`<pii-jY}%~Z?^NjQqKBCS?9T%Yhk;sF2Gc{hYXK<u^{dJPR`q!
zi8Ma}M?K+Eo!~OLZ=b0T`M%ZZFxM@bq|6B1_Q^;?PDW?AY_gye3cH_hx_jZ`oMHNp
z)ZAg)3ayLl+bXc$)$&KWM5b7lRaqxiG@iiw2B;j{nIlg6Ha%S$*X-;lD?kH*yqTZ~
zZs|}tB$_S^SQk<%HR-(mdS`?^(hn|RQ%b!DVY$G3$(%BRy;)P_yf}lqz~_0K8h)%R
zm(Fdb+{h!?jdlepj0}j}qv%b!dZh}NPN#wZo*=0%u8#nqnDsd@FhY?lLeX)0gPsLy
z0_#$y^al`_)BvxN-KkD@=Tlwh6x~uLbbjv5^b*6$w9x3vX8}krr0O|@>^A~z=|Jw_
z@XBFG-m(wW&@X2SdV>ICe+0eM>OPlFESF6z_e#Wr4wK`8am-!Hkb%ifEq`o%ZHi+o
zE0&K0O&pqx*o&ae<b%ET(H_3p5w_I<tEQ~=C?rHu5OQfq(T*aXfglIg1&A-i*~;{p
zmc5Z%jPwF@W%+j$RBi~?i-kq#cEhEud;ug83gBu+RB>2y3M8H~Z5cDjIv9q-FgvLg
z^k2<}T|*)_NH#m6fr&CBxj?CCV<uI)H^vg1rbWcV@1Zr>e282s1+NMAohgDb-1`jN
zd-i)bO}KgBcsQkQ?hqYs960W8*xQ~t*#EP$wx4MD6J%8IwJD5eePwbK7ZC1!`+n^u
zX2_|pZmf+LTxMO&+8vKvtcpa0J<t(o{bMM+lja6u-g^T{;eD@zg)(nk+}#}v>bCx&
z+84i4Yqrdz2FO*tz-t5v<7jN?IpSa}$!^f+ve>itUs+3Wr#MrbOH3}Y{3lh-ZE94n
zKPV-qHv_>z!HMy?iShA?@o8mIF|FZ2H5Ew})xUnYRh8=}?kB?H7Dwnm32-X1C=C}+
z7_3%XZr9^^Jzhn{>=0)Tjv$!0&g>+g!{T$JEf{}}e5lk&HY|VLp=IdQR)1+}=;r7*
zHr8B1QI|9i_}kqUXOE`;)$Ix%u{jE8+zM!{(&0xQiE{9JEFYbEyb(h~`(%4nn>qJW
zbP3bl?d91a`RY3A5uPLH%s0S%9wdJU|KbY));h=+&pVqQ##DYF3_b9IKb-sr;F8-K
zsC+5;UyX~Tvvo4HS_wL#>4V(bk*&@0{AshViufBKalr-Dw4z6t%RgvgIe3W>^0-UX
znnJ;aH53$Nb{U_Ue=&vg8Do_qzvM-KDJ)N8VfB_)$eHV7+j`d3`McV#4$duYR;1-{
zXiDq9#uR1i#1I))J&#WAW>&h7rErGK**ELAwO7*Zd#l|Rtl*X*s;+x4!y@AMPricA
zbh+C&c(Y&sWfoj8E65t*1x4J)%$X(^O3G1!#Fa$(EnFDUrM)nI(Ux+s<uP%TGce-)
zHwXy&762?ic#=`1$s)uwHO&Kmvkd<ZL@5sbMu4UkHp_ipfvku^6w#R^ul$t9&-Zx|
z_eJK5<!bc!FBjPN{}i49dKr=h0az&53>}UtGHb3$Gbzh>&&OO%_<+4YTowrL4E@TH
zM5i3=f3_eAPQrF|@XZO;dHZclbI>>RBEY)m1qiExbUsp1VpX8aQ%mc;@&YXg5{7vH
z+x**DTkImeZ&U2M|H|a7F{rQNo&rm1M`6!J;|<|IF3LwTIBGDYe;4xQ56O})LnhL}
z*33Po@SBL>?@}~7JNXKz!j>3~Q*q4SvGgwb>RBo$kKAg!x0)z4lzW+74(nqcm^7>&
zM&i@DjMYsaWltd%Kfh22-M<;P!oEt$`m!u_O7k`8AC3sm+wD7lYD6HNBW(!Sz?_J)
z%viZN1;<fxD&1f{I++ikmHoBqT=VHRW1ljUIPR@9>($BSCojhM{+l=9z*^NXkt^i{
zqIULQJkdm+3*%bmO!4x>H7~I}m_eW@_ywCgD0iScTDq|X{Tx+5jEc*hh6l>X%N5%R
zUD@v23CSK{tNu#k{tT4T%zr%1KwY}8Vb;Zkgfm`$#qc%nE?TLDe?}O)_p*U@#qJ9W
zjTc=}#AS{JNUY@|H?V~g4igBC12NF*n5Cq1hKkT9g}!V<EP|b0@ptCPi_l?HVxyab
zSkxtkL8=<ry9~=Z7&fKvLbOQsmNszMy>uihfP?+#?;AIMw*`?0j0Xei<<7{F?dm22
zL%;eMPI>vCrKMI9r1^DjLTP$-Zg_s0n&K7~hRN|UxpXO<q@iu9pAOmB$gCv;v11aN
zQX?|zI!b3WASybDw^sccDd?FbBI3?^=cBCcl12_jF#<35m|lt1=fs3(mJpzIsD{-2
zt8sn-p1=pp`d~*1@9^PEo7YiCCc{xS?6R8Z=){Gs@s#m_aU}79femkb<JDC|EoLvH
zqT-w)15`h~FCF|~%QAFWG91#2mQ`-yIC}es2hY7O8tdFZjEzB@iO%XU7!I7Gq(k8M
zPzY9(7-gu%rzZaTBV={aN<3vsrpA}hBNcCn&N%i0?Za2Bcfa_=ZJ&?%KjaE9j7@yd
zH%LrUO-YK&!q56it^J4Yx2v1YO@CQoZk@ziS3#l^oAQNOt-9JeXMGp+bI=%Z6ThtO
zh=3JI*~mgGlZCqbM+f(hlD9PkVBf)^;`Nl(MlVhE(=;Y9-NK&|cWL+4{-p0swi2M6
zT2~hp&CR)CUk2nK9rd5=E&VOG!gu;?30{>&#SXpuwi;K1cAHqCT)I}3``g6c>VD7O
zt<OjAHOT(A=+dg^Cm)=J3;VISw|_M~vfFM=e0p+j_sk44_HR#HoGyExYKyXr-p&VX
zcSqY=Wf=)SouklzBOb<&+uSVg%4b^6GDWe5L8xu(?S7uSu}>a|=cC0Af6Ds~047xl
zS%Y7V9jwcRKbLkO?j|x3SU<Q<p}u~1YX>LGJ#B3vf)yRD?)QtkS1O$TcjxfK$Muk<
zp0AJl9saKOqY1WFkPySC)6D`tAjs{l&*g()1Q*q^&*?^tx=+1-U0w)xoNeP5&%2uh
z%rjq)t)T)(V}nQk^S!<w`r1aT?Y97<vf<7lxUI>@?9bWJ<o6G#^Wz<@&ZqagwOmy|
z2Jh`+pJP@!^y*;cH|DyZ-`#RT!vy7-xZCy7I~hqNTPGWj`L8GT@(luzBRio5wSa8Y
znu3=E=NDhJXR1%<2!ZPQ^Z@RyJ@0|(Zt&J=<3UiKlWINSc4K^ddC7xc8?agFj$gVB
zec=7H&;C8V+C<J|^lzY7m;ay?JXc!v)60CId4#$gZAI!@N1M$T7VT6HRV=jTRIqe3
zo4ClH_Q&JdUb$%5>otAy(_%vF)5%PX`@=0D@S4~6;Sbo@*pY;UnZovix;h~$YH>(2
zc^V*xEn#PrpkYxD3gpj5&*?M|as)>~^?al_lqEA5g}u=KVohQYXMF|_a;!2%GEEZY
zXCwFel~<qe)kS>HeRqfN^_Te&`fc-7c6dOIq=XI+;q0Dlh2EDng76IOK|T!8A3HCn
zV<l-_O*HZC712NQ{T~3yK{mdTLG&He^vKJ|LJS_juvjucZ86oEikgbbda4>cZ9OwK
z&&tRY+|>4bD_b)QE5twWxLSI;s+t-sn5JQ=Fj*A;K%O68Q2?k=c`N88;y#a@tgM`j
zEZTyN{mvKOBi41nA3tY|Gub|pqzeg-CA;fX$41gk(nB_hU9~TqOJlliznb$)%DT_<
zxd~&af}%T_48hM=(Agu#cM=X1^Ii&y%Ew)fKC^`De#CfC^oGR`q>8Ad5;CSdPkgE`
z_}7W<iq4kLN=PbKbd~(iOvuQ{6Gl@Ivf!mhD<)`T$Vdwe!w>YIz@JafCWs$J?I$N(
z&_WE!M$8(ZA%^fABAxz($wUdWIb)}IK7dRhya6DG32ag#cyw?sGJ)X-n2=IrN-02`
zJ3t^{`VxBk3UbI`CX0!{29SV|mzKtBd@=uk5C~aCS->8UDKjAEo~$xM22FP=$b#Cx
zy1Ih4j<OzC!@yM6#M;2pmG9_h?=izOa9;52_^_Dtn7B1@$r}<=Hz%hSAowATgddh8
z{-Gozr6_F~AP^w?mcMK%AP}1p7O!6tyCya!d)}PP$nca|vzAVsiuni6*-kFgZR`X2
zR=!4No*YAWeV(fx7sb5L<G2yZ4|@7;VETIQ1pL4S_yL(W8;paD!|_1~1lNa4fe>7t
z4;Tg^2n52L4ayJ5eDn=`fq!5d_=9l_0yqX!INU%EH;BUx2L6G=#{7f+bOZev2Ku2q
z_AEnom=W*~oJeC%lnH09DL2}T8^bqPV8M&EG+JbByu{Wt-rhXH(K5-|DjDDhH`_FK
zyL1ox3?%*l<bxw^8QzYtC*8{-&5IO&K#?yz?Gp+3!NV>d_y;$eg}^^JSwuVV=h~S?
z*_uRH8)F2*cs3u*B#aMXFHq!*a0{~t3x0$pKf;PMKp-N<SR|khAou{X5B8Rjh_a*L
z2gE;+@B@WFn9&GC3{VhuR<RBc1p`Y!xPSzNYm&Qril=9qw|AzWZ&rZc%0U0s!2vlT
zQ`Suj#QZ}r<{v@|!b6I}LrSBj0sl}tKeTSaEDS%)hTs=~D}ZQ2M_j~~_(&}N5Y<ES
z4}d@r7S$ufKWqi~AqDsc2!0W@75E2$9}*%u;sJgL!|=oGriHTsuBeHgSvhxlS>&{$
z@Tr?I|FAN|Z+VbU>J;xpKd;3;9`iljqTF3)yEspCatw5E@U^q|u(5NovUaervgKP?
znVMUe^36^7d?Pb6LlaX2V`GjXPv3xpgRE((YN{*4kXc0u5C|9=V6O!=5sBvqvD^)6
zi%=^8jR1~wL4ZkUOQ<NIY6wPzz+k`(GB5_xU_$%@YL`fAS5jhZgER3S1&G-v$*6V%
z{Sf3rA?0FV${UBhAOdp$m;tQ;Lq>%mtICvBlb2JMm(x&SXeu%^734G(<uny!)a0d9
z<fW8Y(#k3_D%$cIToqluHqY6}a*B;}q=$ceNN9FcOy1(9)v1{+D^_=}UB7!%?t#4g
zV+DmL3ktr@&pVx;`+Y&)#p1$CWyM#@ORiRyU9T>`QB%=dS9Pnty04)IwvfJAS9znh
z{CZ9KjoONv^_9KYZZ%W_0@2r4b-M{65cgW^?zh)J>}-78)%>ix^~JXKft{U0ySI++
z>v?@(``bf1-yPod?#P~ZNB6xww*T$%18+|pdUpaq2*g5w-~$*zKKuXz5fCQh*xq+X
zcfUEj^Ywvkul9A1?(G`gy=7!4;va^3T86rthq{`Eg!qS{wmK~S0KqTnM_U_SVSC-$
z0QLrN0g8Cl-Z<LPI6_*(NJqm+XTvCATN+*=tH)M1x}|ocvu3!XYN)+(u)SiSt$d)Z
ztiQGNMN84Mrh+F8`H$*zAJlHTTeZHgJm-3G_NBaxa~qORuUUE`Ytf<9=-mn7-3zC;
z%?+py^Ua^;xq6CAs+Yqe7n>*>vuUOV-fV40O%+QOMI!}a{y|0o-Umqh0V2_ZS6=~@
zPk4O*0>M;8#!yj^gS9V8C@KnqWbi-_@egP&fHc%$!{meH;1{T@imiB(=)S|_Zjyfx
z`@Xo75CawHqSV?<a(Y6%>xgcQn7@#?MQ1?u4qSXfjzPRm3j0WrqZk?4ZNR-p`d14j
zsBX!ZWFg3(hVD?ZQ5T)4$Np(_1UmD0`~&KV;VX_EK>+hWn`qzlKZAe3KsZ{EGS(&-
z7ZBMCUIH<jDBG!SKR$%=qLZ%j$$ykI-l5JsnXCVrz9VV;NIfQE21nwSc$8#D(GLjy
zaCAc2M4q_Fdlt_~g6gqk!_@~t4&#}OwCp5ooOy7%vQXFq;va~qRhV5x6RbZ6|A2i9
z_$tD+61C)X<B3}~RMPO*=#i%I_a&A?!5cxSZ6tOIeP84;(fb7ti+E}xk4)%M($93#
z3HlPBkPy48@y|g2C@O)gIh}PMmG~Urpx7Of_b-;2^hcbBVuyU{NBqNu8n+MqWSFZZ
zjqol?YL=-MfG(Nh3Hl4*W~cZEQO`U@M-YyB!hw$`f6;3li4PN5^g+;wEZflSq3RAg
z5Z#a99wwXqlG!fa$cvR&k&na>gXq!-*1zNX7u?c^3-IJ$WONxI4;kkjDsq$mOWt}^
zHVXe_q1qu_$3=cVDo%p=3sj=WM>EchJW+{=xD3(){Ri@#WZ}fGJp9~6mi$xG+^`e(
za)n+2V=LN(&qd@X;2WO&o=<IX#7n;Lc|@*`vy^_jp;}KZWQMPatr4aU6v=IPSTyiJ
zBoMMlJx%Hmd@7=fQIX&2rMN;(4H|A>n@|Em5+Feinh2Odh<_jlM?#Rf$nZ)4KZvO9
zQ9~+xGpGPS+la^qf_YG2$}2E|Z2-dv8QHp`HdY=P1Li|n40$D{f{LP&y0WU4nueaH
z4o8;_&J$y<p()P<+$nq`6BC}1A=kiw!{%|>h6WrX1CBA5W6a?g>FXKl>KJH&VuKo6
zMOj~orKhN<r>LN>sK{n1a+FwHWhGM`EjuHgyS1gSqkWKv+YCRSu;9R`=~E-8g+xpX
znK{Kj$jigq*}=)m!qSLmtgp+~RM%Ek(ojTX0}CDj^q`~wA_as2A^j|-3PiqO!Tl=W
zrS5R=z(1fb;(18)^w4ug`~!@*6hKoR^dG>dBdy4gQesM}$xG|1FnL<amRxNYbDqD0
zMW~lkbg<9Tu#n7{@U`*t^HP?SW-Y5&nOe0vt#VarVS4-qfC?5yX3h;w4i8xt7MwIY
z2oh;?W-O1Hy>e0H+JxwhDGT#6<BPMGm90swT$fp~F0(8r9jt1@in_ej%_R`<A|C`F
zwzrh;YOmVSTG`!L+EG*3P`a@)Z*|f7%-q!}>sKV?ERWAgU$OzfiLAupl_`}unKbRt
zR<yCbcoSGxSsuiL05OC;jg<#lYheo?VSml~?82;Nn^WW0CoNi=5W6`gu5fu$#hUc`
zO)J}r)^DxI-C0+>x2gPKTh)=y+M``{$G6rW+gf+5tM=%Ynj@XnhuW);bv1syt@G^O
zo!5>ZyMOi!Pzr-LFOS^5I@k*c#CMM`eSPoTk-jtg`@Y@R_wD`%=Z`+Wern{-`5&I%
z`18<%|MT|6|MSzx|NX<;fBpFCpKpi%K05g4!Iyt{@$7d`pZ@UZ(YuHD-`v0Z`tI$K
z+r5Lm*ZOZ<esS%>v#aNxT>0+N<!_%{J^TE|`4_h?KJUE%_VmX0kFTD6aOuqLb6?#!
zee}v#2QMDqcj4%sODFb2y7$a6pd+4KIs3Br;>g|WuOIZjd3fvXqdsI0``$db_4?k;
z(L2|N`>qb&ywrdF;>&9nUR*u@5)4>~tLI-_0sH>><#W$2oqclg+lS{*-8=VH-<e}K
zzd3yM`2Gurcb(n8?c2TGr*>`mW@jg1kUqVu>&%|5-|p@CZr`@E`*)l>u=C>4z1P1!
zeDl=N%fLSz*m1n4ZC6uOTj}QVwOJcd<FgjeTQ+wVur!N8gJNd{E}R(z>A0|I@e$LP
zM$Sx{7oNIcZdTmF4H+q=>sHs~Z)z?rY_BYZZCycb<)-z;Yggy3TCp)Jb6rN-iln8>
zV&^Z63=f|g9OUKc<>=sO3A5)$rd%#hPnWHwrK_&4rJ|~dObu8FFsQ;%kpW~PxKP|k
zqHYqj28x8qL6wIodtCixWSL;nc#G0<gkktWmLWqM0ZIva??O#9?K={4Zh#Y&_UepJ
zeM>W$$S@*Kg5qRLj&KD^c!5Y@fPrr3;a2IictQk|kOp*$HfT%`1wl<J5wrt1a<O6W
zE_U$38d61amIpj(6bJzb1PIAMhze}-il8oo<L)TPfIK%$&&Vjs$STRof@BRu|It=t
z>8q&nw6x9iIaY>7wkBqd<`(vR3tLmZrJ;$5K9{Sh10jSoSSk=HLz$td1gC}O3PBn`
zQwYYk@V=u*we&Dnpj8O3FIidQBaCf@p36jU)ldDJ_{)^){Cwhd$rmo}8j0T0hc6^J
zmgpJ@_j{=qI{juBB!2cR`Z==w3!Ib4F40UTPAk;ErF?yY?1G#`89PCLa>75+KE?_A
zoRaPeUsU+Iv@1jGRAarD=;>pRhuAkK_Yq~3c%ND9H-7v$QM`ysc%b6tnK<MZ*a|9+
zgu9aXXeQW6{tA3fI*mN8xJuHaNZMl{9)6CfxsrxjLdTBdg`-OE7x^Y=3m|y`OhHfx
z1fm)yZ{T~!@PmMn0A7N`B!p%gMb}@GYq9B>0_r^_iGm>KGQ?iHpZW0v`~#s5@x`}@
ze?Z-HWK7an1n`Uz2xWOR1B)hJWeExbDV-yemWF4<l9dJJ2jCx6@kFPp0?69SsVg&q
zE!5RjWgBW4nRECKCbnL-uEB18;Q`YY&Wv0(cfs<7@oN*7ZAwnfPfIPz0N^1Nu!qv+
zX=TgNwj?tJBp^rxA~_*1DSmT8+=jSCIkEGzqvvKuMx@Rb;vXDcrdits@-2J}O+45<
zcYUrKCLi4OIqv#wFgJaDcQCfT2V38h%l0<lcyoby0Qf<lFdq)v2M`D@VVHv88u)Sz
z5CVZI2wx75G&X`CeA!$-HrJoc4PbMpumOJHfCUlo0|&$(^rvz4r*jGZK_BxE>~JG?
zq%nJr31=PwKbRZDS{N>}GFoC|5@%<Y;9#EQWSNY`AJW`y)7|Yd5dYwi=>_nElfZnO
zGJTwYf=Ksvgh|O1FNbBG4v2s7#NrPgc5xoIi-CV|wOZh88RKL=*TF2x-ZawIGy<tW
zn1q>|gk#Nz2t+=Z0r?OKW@V0zrXb8Btc1+kEYg}EX=9EAAA}9y2h2Z2qA!?6T7l4n
zX%sRuh=?)QmOsx9gdji#0!6`C?C22Z?6lOyInm8E+0#AM+cU%0d%3@F_7uNWK>=%o
z_=mh%Aq8Pm3&W>E9E!52=~dA)Yv<3ZUoaaa8k!b@Rs)JyLBJ1POQV2)=t(4PTVj;J
zk_ZF>=|5op0pN!@06(DM7XUvjCEy1@DP}drhBhn+t&N#kHE(+PoM|PIaOn`>AJ)zY
zSUJ@%Gsq`piuY1K&xPLZ(VngmZZ4rNP9aVX0S@-wc6P2dHjb8-w&oUAe7?CEpATlr
zH#0FaMWc0N7`z(-WUI%~*Vfa~(AHGbP*+w1I$B9VSy7&)zyxdn-~nhZ&^#ctOERea
zgjWFUK~MoyH&BgJU@Bu%QDCaT&>Qv;QZ3LuM&oH@ENnP<4LTOymE`+T$YD$NW<T^|
zCEl~bEf~=pp*<MPAQQrECeRTC;0>{I6p&mDOmG8_fs7#yrp%C5VMwboWz^+mHROSL
zK&B-xqsf$3XG*CurIdkxP?A;CU}|tw^vra44m@*z8>cXL-z6b4vZJC4;u7l8GrDrt
z?%uTNP(l8Q;=-?s3r`gnoGHrxwh+W0axWC+T`I}HTv~Xwy!d)$>CNi0-r9=3x~kg^
z)pr_e?ljauqOZQ{R$XOp9dHo>yH#IttG=?Y0j%nFWA&Y;n!C-l_gm{9wl_TPY<k+&
z`l6@3f5(=gU0X-?^t{@?{q=#JZw~Hya|o!0J#UWgeRFKz+vEG+9Y25~Vw^aLjV2%V
zygdTn+=1bTp3%KqM?p#g^AE$@+J?GYhPSp1cQp@hX&UNm9O|eaY6tkCZm6|xxCPk=
zw$YZlS1t8mukm&ixQMp;k@kk+j{4zt!s>?G>qa{2!A3jkD61Xqs2ORm9&W1|YONe>
zDIaJq8)z==Zz_4&RP>^;@L5B_llr_zb(<g5Y`j~!uCIIz@DG>sGr!-Ia(ZpT$(4%_
zrAO~h3h!P#y)Al5O{8DpOs}=UuIavxaqhO!4(6fehW-Y+F50Trsw`uIe~=;cA7m7z
zWaaTn8CfYNkaA!UZi&f&aFD8~^r8ZcP&%{@21+<7R06XAXd(djRq#lb@aYj=JIV9)
z;_f~XA077QA&(q5oDexL`eov@^cMeBXqZflm#G0YJ@tlfgLF2MK7Wd5ApO0_^#|uc
z-@(iSq99240cwY+5nmg#C2oU45&kXw!$cQFBVV%n^f8HXG$l|EmYV&MbXwsarugNk
z!No*(J7G4G-pNnsrlMZ7XxEzVW1|Gw@QRIAsE@?(hv;AnZznq<78)lC_s>6&rpFYY
zoLxWjfmAV|%fkl};sCSw?Tr~M<L5$T{zQ32G(lsw)XS87xMELV=&#hEOcLQhc*7?q
z9HeBW(c0S&P!Qu5S^@dM!1x)eU#MM0t?QTujc(ZpN8FgUh-~W+5;oDXVt=J8o$!9N
z6F*|%YL51xCnEmrh&|-t<2eBcp9Won$Y)BHbFw}Po{PYbhdi<5Iq9nUF$w(Wsi#a=
zt4Srq?`qsrNpib=#;_W<SE$MQA|}$-iB*IzbP4J{h1xp&pvNut)TAvrs|a5vBp}Az
z-o))QE*M1Jr<NomSG>4eTYL`y5~v0V;0MtxnxO6wb(3V1M2{NN1WEiY)J`hLzRV-0
z&qm&opdN|U6g=~b=Q;&-O1O=stLONSk1Cu(&w7IPSx^fI)<v|YpaZFVqwg8-p?}e@
zGl4TlG&2cT9`fl43_blZj|?|`D1d_S=ns8O=s=W>gb$EBEzW1^(cp8U{G?h@I^+Qj
zJP-*&pnxh5RFR;1J|ZnSaRZWz>zJP)R_Z4F_%l3ibU$=)!ucRJf`(s;ek`5&V-x5V
zOa?_D5-4vGB94vt6Fy3`ZJ{!p&UxVk+2#<<3pK|_4nRc5JH+ruYyg4=CRp|Xcm{g7
z1m8i+E~v8+G&t%Qkb@V&A)sI>WXMxN9tdx9Tn;fdh9W;O<rPU|f(SmWqd-9oWo5w>
zz#y&!h{iIQ%JL9Hf~C$<)>2i62p1soV8k)t^Gqy^&8$q!ZOo8hJFG4-H!(FeHZn5e
z8JX}*ObyLU4EbQjJTo50l%r>?tIg9?=c+1mloa(9<iXgA@?1p)o)XJYMae=}+sV|}
z$Id3u)oGfy=d1w#h>+l@>C?hOf<ptR1bKUTIXgL7TUnZz7_r%GEp2TzHMk$RD`lo4
zOf^CaFDC{4D99qhEyDtNf28ma;087zIDmhE*<E6FJ1!A0EeH#v;Zfmb+t3M<l~RzE
zQf5eLC`cP<uq-&5ZWg>?7wf1g?s1`k8POo%Fn4oOY*AWVd1gXo_OkM<#G>@L+~img
zcF2sLnH&+kG}M3bG@tmH{t2@KQ|C_4UKFt|X?|`-T=B}}^0k0EWYuh5S)046E`Loe
zSRQP18jClymgjcX6m>V2?P#sq-dYLP)lkw>nO9r1u5{yy&8w2vEstN7x+rVe{H$d$
zE0SW?q%7LJ9QcRSiZu}SBD-O8PHW-DEoJ%JYfASv0;te%qPy+Xj;>QXksa%5+1psP
zwY&hnR+^nwke;|XId0Rk#f2G(6)V#kHe`1cuHROfx4X9JKvUVFmWsoz6-U|#D?id!
zezd*(Xh+4dPO$1z+gmRj*nab?!}rgfd3o*PaNjjx3En>F9l3p_|Hk)EE}gn}7Q$5=
z=sR=Z_O}NgUOe&g=C`lzU;63!t-p*s`tP?d{`KR~|NHw_paSvFcSHYpHSpKrm;W{R
z{Ez+5{_x_-@18yS@yUbtkM6yBaC`J_@9^y#gMC-~doTC*UV7PkssGmHf!kLG?pztX
zdld{4FK=CXcH{iRE8pEY|4kpn!Z>@f_w32L7f(F|Qlj_b(7o%gANRd~e(!e!kA6S+
z`1gZPemC&=hZhgtJ-Pe(Vc*ETn?tv+4cxlYfAezx%}XzDAnT`W;KpUJ!JAjWfR1>6
z<s70QzW)Y-arB)!dh@G;SC8$x46McB-4_q-A`H@(kL<a8bT8PIWBah}hrk&(zCH|g
z@yMQU_ia1Y-Lk8(vb`*~dc(@R<w<K27iPvrCCv#<jGVDFd|Dz1hD3*@$3|r>iH6V^
z>r&!3Wh^UPnOVJQZEI=4ma5X8ItaQ^4T+YLg1Wqo<r~%%tzMD0B6CA#YIb7$vIWtx
zVWG1F{inFOfP9Jr-_+93z>Lc_*4N|d>TtES*qWO9U>cfw8X7uk>RPI5>PpJW3W_WM
zp8$m-q+LKB1z}FO&OoRbIXRfJ2mNSJk!DCqVUuP^OEX~)K}6s!<{xAj(qOXKh=x?)
zI)Lhh1`DX^!;VVS(BYL?vPiHR@dMz4LWTxGm~#->;_(qen<xXB7xEI&8Wa2j2v$G~
zfMhE$3xQi{i0%qsBd`q;*r3S`Isvh81STa1o-rm4ql0fl9)wS^{3*g77+5iz0TU=_
z4h58QVZ9ivBvk?>ZCPnW87T!BDS2?IK@$XR2?)usn8*MagZ7iiMl=m0Ed}3JmXlFs
z$f+|KTF?NhC>v>N^7Zv?3=JL3Oda`rCv$UqGcy|_V+#YGv7SCxQ(IS6T@xBQrlK<Z
zO!&#t_@_~sK)wEmH7pDy_&})?O3TO+M(9OJ%fLUtAc#JR<d^#w>VOG%d+7A1Uy*os
zOS(7u<iZJ&3yHn=g-#-Th*(<W3_^$eZ{AO46!f6P$B81{cw&@Cc0`5B5>>~Mi&cV+
z@1sEegz@}K<2WA(7X+~t_G3U=_)miLI8M<|zApZ;5_`_XPTV6M+s~Zbo{7twSb6@%
zK2CgBlmDxrn2B`SsUeSGC@Lz#hI|NAIYgxnk9w#rzB>8W@x2hj{^~E2MlCuvAq3(h
z;0GF$0OmnjN{%o}FM>Re@GPEKny6*S4M+<<NK8nqkK^nVyTo`Ozc|}4nG+)ZP{2R1
zFap7XfOjC+28!iq=`KuT$sq~?ArQbk0Qo@h5Ab%D1}Fmf2Y73%!Mhh$c`L|iC^0lu
z<h8Yw^!3%a#=0g}JWCe~2Y)BenLdH@riR8v%uQRcFgq@O-Lhqy(^3jDQcDo?kP30`
zumJ)AEJP|uK#&MTN>cu^gxtjV4RMQeVi&9w;vW|H`A4~X%yM*|YHd5k%-n}(<iX|w
z_5iXEfIWDy2_wk|1V4c6g8|2f$MpdOf&=h_o(~uYOdlDSjSW!{z6M-h0|U~yJU`0(
zA;AIh2d<w!$6uclz~)S0a{}4yAT}E*KLGr|(Vqr}_y@fiT)j{O{n<SIFhl(a;2(?-
z{{Z3-^Z5p`=DdZLhKsF?<7`Zq+VK+|ES5Q0rMOsw_=7O~u-w~exwkViAKF|pe4Nw0
zol?CWQ@k9Pc{wC`*(Z3~FZHyG_r&~zJLVr;EMuI_=Q;A{IGRS;n?>4~Mp&7ITbK~!
z1Hv9G`B7Hpv_)D02!XXAEP;yvGX+CbgB9Qn*ld7;0OkS0UJ!=(2NHfj{DTQ;fI!%o
z&ap8=2!yS9jGbkyJxD;<EkRK*oDy6?OW!TU%OlO#E7RX+#T4I_LH=t(0+9a0^q|c%
zgY#xhEeHb<hG``c)5_<}sE!V;n?JiDc6K8HKP-;uh>Pruk0juSZUO%gxh;{j?T|={
z>`993#_=zN`3DGo(U}n59uEo<2!3de4Q*U7vp!}<P4x82xzoy`rj|q?>4{B3{6lhp
zSG=!Bthd`-50@}E=NT@JK~DC54tAb)HqO>ob{6K==6nmj8T>OP%oN7yFpxGj<{5!(
zqXC=C*45Y5($Ut?0t7-$MNLIX1%l<VFajaOKR_D=N~F;I!fOt7<H5<Gz*JI{S7FJk
z5~fHX5I`b<1cWI6AP1FK2D>j{>@6qaw4o^o?8%wn#VY(K@ookgfr#n@(5)*ZpdCYV
zzG!U-;vZ0?KRHl<QD%bj0|h@Yq}7-*8uGH5^0HdUWV9I4nsQQV3@KFx;vaxO*3?zf
zHP+_Y@yxxg9A>(E#|BN!jF^+VB(5$aV{6Wug9W)KN(xVx7oV#v`M$jH`_laHOY*)i
z&OKkW`BG8t<&wOsWd+wOif&Yu^wyO1)mGf8ue{q(eXp?w>@K1ps_y{g0JKA0<*mAk
zTeaoA*lyL8!$;WJS6_L%z6!o}x2g7COWlLEhDRM3f#~k&-@avVXZP^#ZKHd)kM4tD
z7CT=Z-1+Lzu2+Y5zd5q!?a{sOj_rMaY#-PUkT|;M-I3i8FXPR@?XUOuAmxWWTSs>z
z_~F&AEu%X+Mta&X{6O*#!yOGnDDnls54A%rwL{HdHN#EFMw)6zn~}Z3TLeY4A>aYS
z6178Zqz$*#4!75iU>j|#8EvZ`X{{b<sTyvs7-}jXY%CjSDD7`3epz4iqQ3BXeZlkk
z{HJw!k7_qRsNQh5a_z0M)rfy6$ozhD>Y4S4Cs!{%lo`EyS@_nt>1_)FYv=kG&-PwF
z)or=IW1^>Rtg}U!l~JIPo|~?^ts2Wjfx&_J7cw%c(lSb*1cXL;FqQ;Q4?)K<fk{Wf
zALUi$<yGXt(S^ze5=Eru*U;PnIS8c{+Of|K0TS3GbazEwulQ?d*ehz}vE%%e{xUIY
z#=bs5hn6bj#2(xSM%4k`4}IX+1oi>q-!<Xa#vVxTfin<c!9{Oiyc?VR{txIsO!A^g
zcS{^a_;>BWgNt#-BOlH^<Ujeet}Hz-AhA!5y5EwV<fP9W&pV90E<WeaJ^20Py!!bM
z{Friu6yrbie8-F*sX@1322H{Ug?I`dc!Cnf@4^objgrPbUzlAI6&RQJQ3l`#%s*fR
z0x!ZHdz3J&E_xv$m!M$0Kf&~?@SiZXh1xf9!|jIfH^-)h`Ux18knnUQJ>QAzFWuxy
zZv3GD2-RP)Dk=5^(fkye0i<y?JY6L+A1B=HnK(@qByk^(a2b%C7P~9dN=Q73<nkl2
zP)%y5SmsD<wf^IGj#sUS96+uNx~4z{Au6)OA2sGF2p+f4B&Nt@rP$o1=tm)jfn<$7
zeh=klkz5`m7Ls3N=LC60&W01!imXahdH$FJJi(Ka@c76xQ=TjAvm)9+x{!~#XX>tg
zksOn7&tKrWk_*4YtP}hB<2HTbcSSn)Fccxue9<SQPlea@3+bDYArH{<-Vez>&~<I1
zheBUb3^SPA$BEATX-@~=4}It3B<LzUsYXD&dBGEE1Vi=FTl}IVdqm@O@+FUeNSJ|!
zAMoG>jXsE%HG~qz(S*^wA-vY9u@8knu$T;ip;)@GI06=w!Alv(s)NGG0Feinn`1B)
znS?Q5RuYHiC1dx(^rRAlp&~D@rl_c)q@=B)s;jQS(bh52=a?B7SsI(!@hu%JtQ{?F
z!5qwOY|X8#_~v}RDJVf0TNs&H7(=L03v**jzLABAfjN(3#?~>`)-Y64<|!$16qsBE
zrh%e7kELL&%ra3`w$ayh=bHvN+K0HihJyG*U;ywB5!0rI1_p-s`uVuIIosM=nwlAL
z4fM5jK!5@*R8fRETxF2!1pNl+8sVNN@cj5kz)!&jkui|LT6UP-1^z(+4A!{AWGOgZ
zKo%bH4^Su(MGBLb(o%}DXuXFHOV(6Z)yae%=wvx(ihELc$jaF8+-0%F>2VdymsYPx
ztj<cP%34~Sx^TnNIoS(BQ|AEr;Jav==lmeIm_XOX)4dbI0y7rOTAMV#U`1m2x{Uh#
z)lJ3gn@cygmTzt;&qY>|*HV$+T2;_dThi4~-rZcey{&pjdrfys#g>NB=E~fvf;ENf
zGS+7$WG64kSUN9tNo4Y(@RTJHX-lG3CN0>Qkx;ZUt!(x3%C*_`n{wKUHg{JR?`x_(
zzP0Vl?w$*W_FO%F@bc097Z2|}y|eppTjTcX(w6*<m8+MREKey&ODsrTTD~H+e(j3(
z{I%Q5^Y+)59BL{*+FE%O;D?s7!_Dxq=wM^Pp{BwkEk(!LN=|l^ebrU{{hp5AllvZ>
zKlSqZ#aDN3ynAr#$H#Ymd~)aYz3T%Y%W(Phy|c$}ojQ2?%%MBq9RWFrfm`R^JiPY1
zm$&~q`WW;d{^y5*fBiK4KR*oq_q&0Aym|SzS1<oM^5QSUFaA9A{7(Z<|Iq*Vrxy=@
zczXZsqdTu3^o`!{1yEt+UhnArn<HQkkc~dN`Rehl(MP?*4{i+Jz4qePrN`I5e{}5}
z*kcfgxN~**QSaO5_kJ3B{HIqh{`|K8Z|{e|{_=M4zh3wMZs_T|=MP>zzCCpBW`Ezc
ze&8zrfw*;b;MUc_zH5XH^<5w8yD@wl1R{E0-@P?@`#K0*yuAAT^Gn}7xp4a7xv%ei
zd*aTiW4FIKa_j5EwDo;`r0*NjZo!|vInoQt4*)-WbqFYk^M`hx-o5o`SJSS>iq7)9
zy3MPLSEg-Di(kETJ|Gb3^CMDY!ZKo`vg2ZMmMz+ZA1i1?)NESQRIqVNMbXassy)rM
z`&#S4w%5TK3L6VHRd2{CS-m2EMf%3{<m~uGNzqXdFC)~?%g@Qq&C1-~#L&`!ZO+v<
zW9ymd>ly3m8iDER8tUpA=;&~?wDgc7gbLJaWqGI)Naq1+2#7?p2-u0qRDyWhvJj?0
zh7gjb_y-(X8`Py?KSrc52qD9eA@~OZfgl@CJbb`_H*%Ij0|jUmxRnr_1Wgm1o`KY=
zVO9dBDu5i2hsuZfB{BGcNnj5M7Z=duBm#jW2BM%mNNE9THAWzi2oD+I26zmT$`A%N
z1Zim$ih?w>EC?CNKLExch2RHj{hB}{7f+y|ITVJRnw+evtc(hZD=UTK%0lFE89=aP
z;AU7X98rhjA7tQf06!>7ODW5Nn-zSla@q<^eI*4W4K)jWU0Xu~Co>Z_OLG?sb7ynD
zy{U;ckH=@TjUaN6x~8s*8pOx|{y_=o4s?gISiY5H^Po#WI5cojS|;!h(4tApfXPZB
zqk?7Okt^&36^OCDh);X-{&v*=rW_FT>%=;rlEw>kf1bzz%AX_TY7q7SkLPwE+(bCS
z;8-u^Wc)}HTp1EwPm=r_W3Nc;nap*m-#bokb3E69SjPVU@}r=biFtU)+@J<i!X5*N
z8%y&KH2ffZxY)6hO01|aZc?6^4;~^dt%!|Ofxr?FAI(3=08S{xKS-1DGGJZ?p9(K(
zmdGIxo;TzYltDq7#7qE12-n09r6pcy>`vm+zwnmeADB`=J^=Qh%#>1sMcH5q(x6zb
z3~}30=yu>AVAO&-6(s)v2n2#3q?Kf4FnB1d&XCn$%4)z8ZzYD7s=SW2GKa0sGtoD*
zF}8NIa+>1mJ<C5RX2z_gbLM6&TDUSHenV<fZbow9@|2RS)UvFU@~l+C%CZm+QJR@j
zlAc_gmRyvQRIn^DFLCLHCBQ$-&z?6oBO)RtbXI(D$b28)NLRN|d&dw<>i|<TZ=NAA
z4@l}kPY<>LJYduFfUp<HfPc{U0=9t%Yy&_Jz(45vuyuSmx(I>bf{_RW{1qE~jq7J%
zKpK|^@B=aqM7{v=2O56h2*VEq|3JVGGr4-R4D^712*><Glrej*2`9#kyTIIFp#^V|
zrQs55<9NhBm?b)xFLSa4{vplHHpAU6)5AW~({Z^Mf*-PcT(W#zvwU5bQ<mxDlJ4W2
z>g|-`?YPX_G0Dpz!HeV{mU!4Ma<`6kvzqT}5$$X~*U2mj@ef!60{90@lSm7*NK3OQ
z3_r}VGDl{Owitxq!+!WH{(@PQ6=g(_3oQ6B$JU%SVg3Q&3Xqrpiv+X52!t&{AfoLo
z7GMd8C64xS&W;JLPD$=A$zE=$J{}o<UReP?D+B%31P830O7IUMz&{is{$YAa1PC(B
ztd5?A_=g2yO|e+~0rL+K`2z6|OQT5sAtACSA#xj7V#IcAWBG@zSpPvH|4=8yKNOSv
zLtxH~fE6LW=|SGh0=$;^y3hA=jq-4w?dCMi#Uaqi-p9e#-Ok$4+S10t+|t|(4b06<
zjrpd=ur)OS{K44B*obFn2x0Qr9JZdGuC|W0rk19<hPtYns<NswOBrJ1DS`w91BS}r
z!GJasd2zvk0Iyxt?4UIo2q#cv0x3Zv5aRp;Ne%-GL8+xdgC@t2!~ftvWU{o;P{epI
zR<Zp;{SDN|KrRkpqY(&b!BBt<@Nj^m030I-&j17dL4_#;vJZ%SV9IC$^B^y)EiZ$N
zDXq<r(t?!`OeuAFDK(a?hL(~ZPm5>6v+%TXoaW{o9T<`l7O^fiwmdnheP!0}jXB4Q
za!;4#pQ|XiSXpqXZ1csEjTeeHUMxa(xp?!{lH6-$`8O&Gd#j53s!MLymfxwXxLaR&
zuf7WGE`Sa7m3QhYZv*O3i{OV_HRXUwP=-F<0?CM4_yS-Oz)RHLZ?1pX+W5Gm<!M*j
zi|)?;ZC!&qx`%f44DZ=CvUl6azHKA>w~rp&{t6Tx4()t%c-LEO5Fi7>WB~c_24Y_9
z?|wzdKJ0?97oDSEJ32?UwGVG?9oo`7)Y&xL*)-JAh~S6Ty1~}k!Il~zABLL1s)rh@
zhrtj6Q8S7S62rhnwAKu@)eO=GAF;uHFu)#0!CI;Sei&)49B!-_YA7G7FB_;U>8~q(
zSy%Y7w%|o={`0#0r?t6{Yc@To+Hj|W;2%~X{vkKz^!kL8YZf0|9=$6$yeocMYwVPo
zd49#=UK^&nt(XFwmF*%IiwJ9@U?V*bJ#{;EmZ>6x3;ctuteUi}k~D-#WiV0X3ncy^
zC5=aIAmRt2B}hgTOc~b8Fi}uQROXQpo<o85AaVfWS1klOM1~Ovp>inU4J+BdN3j#*
z{8bn^z|_Im;!PKI?7l)n>`Cws#0~%Y_=gF8KAjKnSjX$t|ML6MIARi0;ewkNX}f;o
zA4FR6adPRG`p(CctI0g{G2=&ST4chJ3o)ZK?f^<`nooRmiQPUlLrx{AF%BMKp_jXe
z(UZ1Rf_5hf=5wh(;RA`K?vj6n1TblGd4<<|N@!Pct1IcfPnQ;|VHB(w6@w(nZ%TT;
z6W3qCnI+yB)a73>|3EI^knG)({BS>gKrQA<l6+C|!Ynce`X6uz<+YHUIjCv~s>x^Y
z4`X^GLXyaWF3K0)Nhx1ZZPb6vvzWLgq$k87f#;^F`<MKTBo|<!$(?Kg6P%fFSfMpL
zU~~x|=Z4XZflc-*|8d`xT=>V!Iw}*Ok-;5o68$12AV`Wp{5KMF7O+LRL}VAa#W1Jf
zSrg(9B=bN}5Gc$6h9B_d1a3po^N5{xf{*x$lcOEPhO6-L%Rgw5+?e3D;ZKupB7_+#
za+XazE<6%QpV+YG42>gFuV4wU%SjDe$o@aPsWJHgt1!TbG|`JdZ)9==M9eb+&cKob
zgLT#@6t6svN=)$&NP&kyAduh#sUQi<u)%K#>zQFyGecHIo}tcC&{9#>Rab*KQ=YD_
z37f+=Ftjo@wKX$$Ft>8HvURqyLuP5`2>b)z(vlDQnkL5PMuwo?ZfRs@X=H9;WNB_>
zX=-3;%(39=@%6OKG}TPil#P@Xjg=Hllv!q={Gg^{sj2P=im#UD!Oo7;JlsNkeP##v
z&khWn6%+*UgTIHTn}d^$g{6t1F-MQ1rJ=2+qM^c4LlG|IRblxFEJA^)RZKn*6SHUw
zi`Ql32&4E1fFBeI1Ok-)LHz=jp`a3p2@+U>E~O|Zr7AC_qa<gj$+9!l^|dt(^LC7z
z8L(ph?2Sw3m8LJQ$cU?eZQ8=pWibT_bJi`KwR{eQy6{;t!y`7tWqz<rOt8y>5V!c*
zekt>&WyeKr%2-mmHmxRaRdd<K_Uio3y5g?JvaO93TbnAoTdKCT)@*OD+lH;DwWh1N
zvZJA_sVcvwczyB46&qJ3gXRN}4~em}m&Sy~N6!FDSP+`LFg$B%%=)zWf)%MHtCm;f
zWY=w4+g6m@Q(3yNsqVzq_A|S-T{s9r1P3o4IdJjNzB4;}j<h%Ls;TTK%&S|ws&Zv!
zc~%;@aO-ncv~SMYR<e0tP4Us@isLPnC)+BIx0D}kDn4AFf3Pn1K<%bO^_!12<)3UT
zI<=+rOi#^~gIn&MIrQ?{cf);`-#)nc!=pZcAAWpt`_<j+12=(x`1by}lef<tz5Ctq
z``@2@diBiE?Tc?8-}wE@JAWB{{Es)!{`=jFf4+bDf8M?L`<v%~d;RRMqu55C{bls|
zpGThk*YMLnf>1;MqaU9?c>nDFyC?VFKEC_*@x8ZC?!JAB?A^1w?_b>g;pP4JFYZD5
z^^@Bp4|@mhUGKkptsel42RBBa-g!6h@TZZde|p>h*B^%e_S48ee)sBcKaKw7{qP^(
z4E!|w{9XT}S5NN^KkOU4cM}Xih~ay^BlmBOKInUe>^8Fd$X?&S^Y+1=*LQnIfR4C+
zap3CrFE5{ce(~F<=TARA_syfTUqAfrs|Vknr0xE<C+?p)aqrCWyQhx>Akp^?C`BB)
zc6|S(BfHP;>-l;|$Kj5KT@B@1%JUlXa>{cu3$m7NOpVJ)j9rtk06>VGq=g&P;_|YR
zidUysu3u4~o6}N+1wE=u_cT`TZ?4_nQn#<U2J}5TOY<A^)>o}vS+pX3Q(DrRgvIIe
z=PsE&BP!5us=Kqdt%Wn+*w%<^$<>4EX2I3B;Ib{a918=EIhPA&3bX2Zx(3=>`WkB5
zD#{uxMO6iPWmo{iU_fI5*n<j_0R|ceNZLRKNfwYQ(n4C&ihxESWf&w8gX<fq2!Sgb
zp~r>XL}bN6Egm#5Sn~m}2W)Z(eqaIo0CN*qIRPpkL|H|FR)w?|2n7bT2kGMhT7V1-
zL68_5C?O#J0qH*o_y@QF*iXO@1eifb?hs8-@PmSsEMcJkfF&Rp@&x}NMeq+;AQu7z
z%c#o9s>#Wz%gJdn7@Bf&8jwbQHE9(oDHer50ELC5dlbPK@+=V8K^htuevpw;mX%Ux
z%4o9~dddo1RhAJ1sMXiDH{!bRjXkW)y=|>Ltj%35K!w}b%7AO8r)#LG#a30*QBu}W
zV5!2{K>Pvm4=8*sHjJ9Udkx;{z_MWjs0{*=pf0wI9OfS|0zve?Wn_NiAAYr+%wM8=
zOn0TIT*6&<L9bpgMxeX&RF9PC>0yt=*dES=J_^FmFxEdg8Q%!)==eZFl7D0D6^T8Q
zx$YSMl~_mj%lC4rC-O@agP-+UsEkP*L6AcpYA{8443I~T@~Y9L4xdCQ&&7_FRAMPd
zpP&qX{+=(Q|L`0CFiDO=h<^a=0V&dxCXMwU2>5|oc#io8Kp>$1g2W%>5d5G5!b@^8
zY78{jN%9YB3cA|LT#kmJ8JllsYU^R^67239Hf8F9(6FR=(aV=CS)G)yF)cYiGqory
zwRA-qFvHj&flMF)0sKSiGMax_vta&;xpUIP!;@#uToM!<?d=op;yT05A=tvo-^A40
z0D@n91pk1^2Y??0{DUu-?P~zW@dNUKXMhaz5B>%`!U7C<0bB!rju8JK68VCSlpi=?
zdH_Fw_`@s%{V>cwfcOLO5A#fcf574o7QDrlMw0ml1V1<|_j1g_@WTpUS7d%}S;!Ct
zk?D*0hcqAO6mO?w;2*pl5`lm4vIqT#iTDTL6M%mp@CGYB!XB*6=OVM95C~9&00e@<
z9<0pf00Ke54-nO2jxCrd|6qfIU%;7#`3GwgkbodmAfj!}=i6IB2n@_WI4pH_N_2Nw
z=INU1?VjQ1xjeu-JJ5G^u>abrQ)vAM%s+ts1Mm-^|L_6+p&P>wJqZ!pu#x;jV#Ij*
z4_gw#J4E###_|svX9cdA?vMC~K<}ggPv9S7yj&yQoo9i3qO-#kM>`*T8#h~P2gE<{
zEn!@4hWG~~1V13{2V-La|6qXl2Yo#q9UUz#Ee%Z#RdqE8kOxsP2nh%VI4B7I0elX~
zrw4CaG5!I@;6OeQhC*Oa)evJ31pI*IAn+m%5&l5}{D3>O0zZ{dJ1??Rw6h_pk3sPd
zXpDkZLm*8%FmQ>0A*7ipt12(61~D%bWHl9JwMYXBLRyn4MVPvRlsZdBU5%;9QRiB4
z%-k#-rn-913!Iu57O{FkY*A8TLsn+bx-|##Hhf)H@LfgG`O2b8m4%neaxau@BKU_(
zMVqb^=Uyw#yIx*!li(j}O7GN`-v#~wStS^-5MZ|v;Q*Wi&<>b<s4l%(MOrU}%&0EA
zRb7q|2&@7@AP{YhPdZwjZ2<(LqrYd%!1k`eom+=?br0?C9@^VIysvv?f6wUtZLbbM
zXbj5WBgj7N1=)wL5ft#Eb9hI`@b>nR?d_x6+lPBvhq{^vI~xZ(8VB1O2HWZf0e)zy
z9c->a)>J*%hz$4#!hnJpX{-So1}LJrda$K>u(f(X$lxRF9BQco8*Zh@hvtgmrt+c2
z^1+6(L4Y4>i(l4~@B`u>YV)4f<UXzj{$c%{ikw@etF9LV|BwOv!x_v!9LkE`l@h)+
zetPS|z}k6!CE?y1XSinvIVbzrEq1kxv@s4g)(8H<UPH;0#pE*ObjIT!faQmgDbhEc
z9RGl2T@n9);fLS&hYxhTMdtJ;nyvoOe4+%pNy4Q+rk_7v|Nl$vC&o1rZgNt2@*Dp!
zQEB<qT>aE@eoVRgr12v)V4QH|Ld+<QJAfizj?}5fP9X`+#8E>$YP2Q!x+3$o^aQTN
z1T{>XV0iWK=O4x`Hj<w2#P#<>?bWZGe-JM`LT(4iMP-8L{((QygL<k=3SDc0+xXA=
z(?`@J@MaJdS>o@Vpmw84USfW8(({-iF{3~AsNeVpiBC$xPDxdRF5VM7S>(X~&nnL!
zRR<*({>c<_A#MS|2?D5K!rZ_)DfqI`Nsz+B82twU{2)00gdD;Lo|N!?esp@gxARA3
z_{V)2{hZHfH*kcViBSiMf0e*LjGY?5lY^46Z45J@sY7CDPrRe07zFtsycH3Gz!U_Y
za0D3yL_VNZY3NuQjYh>4tr|uKYUxNYo%l1L6|jIAzKz_4OgVrbv{hBuni@PkT~jXC
z!qCXZ)Xd)8!pYLw#m3In*1_G*(aqM;)!M<u3h@s%d<$^1i0}^<Miv%ERu)Fqd_x;k
zp0y#{lA~*(t7)#OW~QbLX0E1Up{{D9rD3b9?P|pHv$2}$>O8~KJ=E7b)Zcezfd6!V
zzW@(UPbX&wD{FIOQxNI|l}>dPbrqJXk^(F_QD%YHMIOSBf~F-b>%ieVWMSPLT9S?o
zt%fFqF62Sz0)k&K6<G2Lu!XoE@=Wv(APA%!f#3&_!emNou^3zpmN{F~-O^~9yWRY$
zK56r2u1|<5Oj}&JBC#@SX=&P`qNJG3i^JE%%t#Lph@0jf6W}m6z<!Ru-P{1jm>`#h
z(>;?SgEC`huT7p`xH74Fb9Phd`YpAEJx%31+NyVV*6-<R+}GWFU|ZXvot=kwZ8@;L
zeQ$RQfDoMx<&Bm375O=NIT<;bOEVH;5*LImo-=)ZSYXWTDX@)=2wF0CT4Kzs%q4Tz
zCNIugo?M)rUcM%)ZX@VFApT*0Gr>RfoIkMV%FzRt4)4EsaPOI2J;yp*_S98%l@v5>
z%&A+uvK9_mlhw94r@MIbp6a3_O_e7*YQO5J`KqJ(cx(CLhNAtox%;X&?Wx+Zzjo7+
zM&KWcPj9U_yR+fOv29PzpBU}C_~!nNA0FQZ_~ECgcOXIY4-dZo8sLWq-+%S!;x{j@
zpB=e-`TdjL-}m1I{^4)0pZ@*zv%kN228qAEdivMVr+*m*^5NNEU%mL->z99f-T&8D
zFaI+7@=wFh|1kLU_XAIU_Y&kFko^dW{>Ko&0>W7QVfe`(N1pv*`04M5p8PcM`2EWV
zZ=T(I^ZeeM7x&)wKll*{iZ?I+{KL@Se>eKye|+=be|-DTKfU|M?_dA*$B{q19r)eI
zi}wSM-+%<fle;4i`$iw$e)Z_io5y$GJ-z?_*@GXDJ$(Q4!TTro-#xzn?$Lb+#_{%k
z->ci#M|v+0-?%t*{Q^)B{a4Nb2=U_5cfdkC1G{hr3_%g!pL%ren}=t=zW?1xq!DrY
z81N5Qj_&<_|Mt_nww&m0J=j*av%YLgd46-jx|$8yWot5uR;1)*Cgx=%=4K=S4pFiy
ztzzBsnoX-33)Z!jY~ET~xTCggPeUb!A8KI>K}@z)m2{NkHf&xC4?RC4d2Qm7<qM+|
zB4@=+of7KpHpS7_&BDaN*udIA--4q92!s`nV{K?)V{B+^Vq|M#Yy%VPMuvO?4v0eV
zbO3=+*HKl`P-3YmC?M%i24D{eeo&QXs4(Opx&s;70Z-qfi3CtEKx-+%dk7E%5^+FG
z19B_^2!Y&-5K03Fp#bj?X~ZHIEc<|<ECKw0f^@^lh_lLrYy!bQQ1LGWYgz^CSV7#I
zq$5bcm7vt1PbkViKrfLDeu4EL0D%z29_Zj5H2)w?@DB)nAovHSi2efvFIHw?{sF`v
zF#n*zU}%5@1m+)9rKOdnq!fXFKub;Ghd|T}<R4=q=nBIRO#C+`5SC$}=0#6M(Lh7l
zSX<qK4e$d89+{Vog|CB+pQD|Ztre(1*qa(zayiC2+6EdLddezViY#?`1!ag%0>2Bv
z4;24E2WEn|FvMtPAOi{lJjw(DA;j{NV^)|*l$9k|%8z@8O6crO*hTs6`@jAikld{$
zW{v4yJ@GRs9zb+Tg6{1|nwt>#BJet?v0lf?_>lxBnb@f)==?}<!iZgZGS{Vkub>ky
z)U}44|At=fucf?=JGda*6ROl<{z1&EMwdE#5~0i&J66&-^z&(lv1gE$LCOz=9uks7
zLiQQ@4=B16gN%PcpXWFI2dWvN`3H<Wi180figIM|3lQE%x>BJ3fFvM<BVPdgK=2O$
zA*#cSrxHUO_y-*o0|PB1bFPIW-`?BaeX3VLWblkdVUfx67i2GuUz?JYo0(Ram0q$U
zy*xX;B0H@zJDso!=zFh7FN2^M5CtPW1tcH}k_r8XMXTq>WX*|63!9xZW5(hsf%81Q
zW;;1gx3LQ{x9~GI@!}eg`~yfpApHk61iYXmAdnUWeDnrw2TK0|WFLGvy1uaGg6R|R
zgCD>TJb)i4{()!U&*LEj@_{g}K>&w~B42Pgfh7FE3E_gVr*eURU{B}j&*19M<RbWi
z41QsVgI^eP=9%K)7g+pZv6WGrwMo3KX@WgJ$<ZR&*(%l527+Hu@PpF|AD3)j*K9wx
zY=1C!uoeD@f&c^}!`CIv*E!Y4DcQ#<$=fl}8%aRKd)dW#+Aemtk*NO=iK0}PV!Q#t
z4~TrQu@D%>AutF5e-$#o9x(YZ*VcTlornPr5e58%jVYWN@ejz1Bdm>)1O!4LOy<~_
zLI{lcI0VLG2MB>-AMfIr;O3m<;hN&@p6=_p+}|sEiqGmGznrN7>!$~9Lh&y`3c{w6
z@h_rgRL{flFBZ&h1pSAF;ccM*uq2{0F0v~g=|5~;8VUSEcR~d44*~=NKnUO;5{2Sl
zB+u!_`VU)^B0tDK<c9}u3`P7yR<KXn6t6^okHtQ2F`h0FZcd>tj#HiOr#RSo+u69;
zSUFf(;NTagW~QblrY1(FrbYliApXG^N2&z<2c7|k%h3n^L03mh8~6tZfuXJ<kbqDC
zc}VD9LK_S1D&`;H^+&iY0Q6PB5hXwZf`%VZfC<b$KqN}wADCdWV4$}EDwIV03kIqD
zK#D&QM4a$esBM?*Vj9!a7{8B!nq@RVLHc$wa*8rAtbw?7D3YBDQ&vquPF+z>6O1LN
zr6{YVD5I$$4F&-)H58>aS<)IRa+(_Q+IlK%KHJQNZy)U9JvVS#Quv&ev5WGPl4_P`
zcC1;oYxDXeMY*Rciq2LQU#Kc3`G?|77m)bFCQ|&NH2+3<L2qTzEu{ZYdZ(rg5D40C
z*Od1`P>h-~ARh?pMesw(jml!mAYF2^vb47fzJMtRP>pD)x!+v(u(jcFd(+d-mS-RY
zv9<kWPshvco&7sH`*(Ks@7glBd&|)7uAx0$!+W-lAOq&1Yk2pT;a#0WJ3EGUv=41>
z8`{=31lU7QD}o=k9G!JklYbk=2cv5Pq+>%+KtNDBH$p&3B?U<d>26_^fV6;sNP~1K
zjYxMRAuV0fIcj^K-+Rvf*nzVh&c^e7?zpbcbsue({VO1wyv#AX)-n5=XLh4ib}{4Y
zw=_S(N@NGZ7)ywl?8_MKOBml(>^fEW&b}g^hD=A>gI;&T6@CKkW^XgRKm7Vt{w?T8
zUTq~REtpRDir@Am^Ur#)bouOUk?&f_fQQ!rF@_CTn22z^ueCZ}DcfG;UIF4r>iNjZ
zqAvJjj%Jy6zdz~{o*Fg#_|qdP<9P)4d}6sxWwCt$$LMG4ZBXOmmsp%7%H;=dxn8b9
zxQurdt|6(YwzZ!or5Ny}tgE(+ad2{G8!;t|!Cp+deWl;3Oyjl*0?-FLt-<<iH06d?
zsOxeOZogk&x}88cf>i74<zo1Dl~qzJyI2k(eq_p`lKW2Bh_1o};;htPFrUUO|665p
zdQRp>s74U|P4;uxKo881s)Duone{_X<DK5n-e_-$KqR|Dy?1j6@ZE6$j5_u2pXPwg
z-3-@Pv{>VJ5o3uLF}Pi3JI8--H2?JJT6P>}KjPlGN}xfd<34<EMeIN)!P&srSE3MS
z$n8Y@^1RQNQv?-mZl-*2N;Ea$(u$<va8<Znkx;oI?|XGD`xpN_Z`<VZ3-R}%oWm`>
z&)Lni34%(Y?75{mU9bo{(R&c$QO3`SqhES&V^Hu%AJ(loFw^qgRHKP6-m9+dB~2y+
zteXDb7d7*5S)YhMmmc|o$i0tUwT^#-b~%Xgn|Bwd8z66zzn?>y_xE*IP}j@#WD?fU
zK0*QgS@qs#=&OJ>26ZFcKY7PbBU|d9j7GfQid{tPNK*yOdDlPjM0_HCd#U9YYJ91=
ztMGTTBZ0!*_l*pRAY^QA?BOTpRPRDDtiTde`aK7F_UB4yk_a!+CrZe6h}f$t-mcY9
zJU%?x=E~yBr?1?Bz_FwK?DKGn{8h{Nj8{OSLlVf_Xk0Yj_b2Z=cwZn^F6LWyUO~tB
z^wX6pzL=Oj+0@0Jxz45b!SUJo+3w!i;d$brsfi^9AhZl|R9-$jG|W~}RQxH2VHD(k
zA5GBn9xNy`8a!J4bPZ^(-wxHT>=;&ilzY_j)=svU)e75t)G(iUWRQy)zn_3B-FyKd
zy#3^EqrSArOuTOnX_oqxk&)qGUj{$H??q~;5T*;hvy8-5b__l$pdzgi{d9=`p)Ifj
zq6L928xw>|5QmINDKvt5aD=43kN^{uenJB9{)dn99EYTR;WZ>(n9y$Aw1G`#2TmFO
zvF?Yikz2oyif5y8MGAQz4Mgyme9}*7;oyH_wU~RfC(hQN(-IZ(X6t%p#Iv60w1(`m
zE|Yq>!L;NC+q?8SP|2m-U+UoC$Isb@pPWoym+_%Q9I^?}RYxYT56elfviZKbmX59J
zmMOy<eyT+2I6Adnrhl2W7s0LBSgM0bVXad$_C`iVK8c@5VnrW>3iF7-5yB-@UlHz8
z_sE3wcn?ZUmj3>5mEB5v;D5;XwcfLPx#@G1jPb9twW+}+lkdwJ-TqNG27YO!UrR^^
zPOUbr9$G$phI<92UT59eqT1bn9<0%C98%HkW!_s6lok=-;r<~Y{oVEAOrmOic=Ujm
zCsohzd(F214~?5}QbHM%mUo>c^&+j8BL!Z1j&Dvc=$!bjoMo}Q2N#yZdskDI;LqJ)
zD1Tmww~hQ%$we6CdQQe@>~7;XhM)HGeM`~5H6Ol1uWG$|y_N}sx*y*x)RelLTINP+
zMf~q{dy|DvFHv>7>vjAU@9Xb&SENN_55PvSIYLFKDWMD1eNFo-s=n|L6O^mPgmrJ7
zzt8o2ObW$8!;@wJG#ySC#%d&`xV`e>t#T@mk=OZoLZc$n-*umP`*_OjuZhgf(eE#W
zbf8c%pF`%~i*B3;83-TjYCmC$x^%Pa_4t$^d?qNK_VRINvl|AzPudIQeY#wp6o*6i
zS1-O5URFq<obL+5MUe=Z=Hs&^ovJ`@=lz8Yl|si%rj`KT?cI-^dSMV_{HTv>;ZB*%
zP5#$2i`Bh{a-dkjPA_$qpB}5*!z=8fu`DevXUnynH~g>}f0x79D8D)*v?q@y6pzTo
zbE`m5QZ#evc({1~Z~8(V4nQ(R0?{H~CjQOXs5np5$x`y=Ut{b@f=0?P*4gYZ4O3Sy
z!AL8j1DX8nsYhFrGUC8DV)J+ih?T>;VcBr|SxR!V3koRGUwBpBoM&d~MS29WyPgYr
zADHpkXjtXzzs)~7?w@IdHZ66A(vwr9EEQGtUuA2Aeod?_|4>>S6!REdFqxCYFs|K>
z-yx?rXkgMi-3KC&bBK`*OD6CwkT4yV`!l7W2u<rF!hH#ieAP#atD<Twr>d?RnhlR9
z4TU4<WlakS0;=rWR0>VsQ};xJf{=0*Kj5j^N^&`tUCNjsyL|j=Dx#FYm4_q&@MP=N
zDoP?*DoQBRlVjR@)a;?T2AXn80<UGs<k{$mjwI;^5g<6u5>X#v(3tWNDa9>F5=g*f
z6Ntxx5$y;#O1lfub{-Few4;_kqHx;zoo`8*apjRnlJGiY*gP^`Ryx`)fQ|Vz_>JzT
zps-L746Vc!L0UQxF>&vkhc*qFP08k*kfb~dog2F-k08X56k@1i?e>;QURvuRuaeF;
z?!HplCS^EUR#9Jp>KzICJ2M6+0RA#jzLcI3ME{?TS>Ol~ijQ~e&IV%b!|;^cW1AUe
z!kBeDWSELX|7<mL=OGeqH8Eaj^}n^^8=v3UVbqjrOMOk8J1lsG?qtHOOcC;6T6{j2
z)Hd9p8}#Is@YE|hh3PhKL5;BkuJK=7^eDe5Yp&k$I$2*pD8^OKTufQxou!HpK-$O$
zSYWVsCqnZMK))(SoX8)MK7SI61-IsNouJ}F`{>N&*1P@@0en0Y5Cx7~##1<O8V{13
z4t_jh$H>0Wf3E&U=UJG#-fxk7rq@jRO$Oow4c^ag@Cy|bMqj8tQqD3K@l$kg)b%&^
z)H3!|3Gg%wprzfj2>E32Z=sBK`M#@_uo+(NV?mZxlO%Pufw-vQj}fU1%u<V^{Nsz#
z1MN?MIrQkvq?X2Cov57%G@*iwDH>;-0=ge82M5rjk1;rbgb_Z#d90IMz!+6P;hJaH
zFfRNZ<Oec4!EsvLapwp{jx7iaFA8&EWVJe(+98ZB%IvpbOH4Lvk0#{L?+6Q91sl7r
z+-15m1$lxt$jq(mS5fqb5TDq*Zf5I1SlQMO`_qNJlg0hhMV1q3=92}M&89>m1(88d
z5k<IFgT7@0(1hqC^TpECJOrNCgrn)g@>We!cc9sF_gn+U*q6iUwZO4Jd9Tn#|7924
z34KfOG~x;DWsSHwn=)STIxH1nYETkA<fVxdn*R7?JW5blRX|YvsVF|){cgtBNGO|t
zRil_ib-L?f#_6v&QSTRC+(`|9n@fV5?c@VdM-D`nb_M8g$1X(Z8E4pt3JDVjAW#pY
z3_=rzB2|YF`AWR~(RgSaZgv0*Z(~OKN^XlYoQwnik`wP-otWbmW{`W!$o`%U^Gpp0
z!Dht|;031T>ek{M;`2Qc`r-2i1atam{VzWaQzgDI%7^@2(EO{f@drr<yuCE&HZXJ;
zrg#e3wSANhr6)Q0;riqEkKYM>xN>i_aS4)4LkZPlT+rd48eiVS1*?#x1N#h|RddiO
z$n2fK6(G0XhP$RIWVlyU(P^`c6c6<>-E1(L_-=?0grlI)gk{2@@(fUH7?>gjgdpNk
zhI79l;eLT6Wif-eR^gw>zR-NBsQmKfn`cIf@=9N9zS(V>ZP4!=NJ{gTnA*PZ*o?kd
zSh#xjVUXv=-}3U?{G83w>1(GsMgeTw(wz3M#unV=@bdG|^Z$6fM6?fWORnk~9W{9T
zObo%1sPS>-l3$e0L}N=A1af|36wVYx0W(t_OH)JT*Nc34ToGWXOkVw(GwKht03OS?
z2Q$WlcQvo6Y-Z?-9Cn>tai)wS&Zn1c#v<DVohZ{#R#&$ZgIgKKB8Nl2aq=HzW2#lI
ziMPThLKX`*Ju(T%10~cGkHF7m(syj6C!}+$7t2GJ(K}1Y6aIXK*9PhrqFH<F9wn6w
z#r0S2P7_~RHmm*Bto^=@TnJ_EC_dp=_xeG3J7(;c`)gCd@BHIM3HAQxUdcyswJDI=
z&n&jwGGlKV>Yq5#F`>g}zm`~)_1<<iiMy0qh4HJ9(yN~A#=1F0I+v4pK02$;+IRfC
z`;O5e=U-vrPFeB09IkTC2Z}(t!&vAo@WBB8R%So~nuqPPwj+yNG#zk~65&{4kQO_{
zKOPM1Q=@;bu2Ew?gW0mpkhbKL>xnMZ{*<G|%L&dQ%r90$;dtkij%b{Vk0&?36Va6d
zgF}rROIK>{;C|A8<I7mlIPrt7e=4jTTSye)1@gT`@R{#1B#40T&+U%F{-{fw*1p9-
z#X^z)4}6&t8a1{0oUk*o80+^VFF6_JaaL?+;>v$>BILwAw8%O7d}KlwX71~p&<qIj
zzwjz)RbBM-zMwQpeZI9Bp&eMrnRY3gC<Bo0mwjbk6*5YLgQd=ns+rC+#o`RqTWuED
za8Jy+u+mcTLX^12f7W4ewunf}+bX(r3r2qb{vV@0qp2*mB_B%Eb6!1o#G`F;cZVkY
zVW?*H@gwO?{%iLIMw^om{<6v*U18KO_VkxgE{`;Fw_Qj^fb)9vh0Ix(tPVpVElaJu
zP6AgvLjXkQNs9u3q7PN5ZTCmg4m65Ua(aNFTrTCwQ%l5%C7?=2&FTG$#%|v9j^1`n
z*d{QEm9!&k6pQ#q3yVS@X1&oKc%^}SS4zF!NxDL~d%Hg28EmNLzgV=VP{1PP<^yYJ
zcKXUCA3G3A{a$z!vK1ii`m+biJL0X-!qUHjo*fQvR5GvKOWhYE!lSzYMmmXZ6x4S>
z++HA!66D25qDy)P@r{zgV3s#DkM<`27Tg@<Ya!39`pWbsaGZcDF;G!hhaiU%znlDk
ztQFeBZK{$AxWn*6lQfe)$sL6hgnh3Ni3jFH4YTup;y=+14c84-%^610Ea{7T%tmGQ
zEJIMNX^u5s1a4Q$nE7uTRdNra&+XcIf>Wug9!3u25h$}<714=;FE%!56H~*JI;uLK
zfyeNaHm~rcJ%bP-3!f-8J4*7aX0jX6pm^%W>f!48{&w4s+V8@`!c!9yIpe}fI`_=<
z33@CP9&jkM85`r0LWw|ZrceU=t(;mgH-+o~`V%@RC~#^-t|L$azAdYbhY8nvH%0uk
z1x}FC4hIWR60^~tKy^|Qe@|%E{hn~GeoEourc82?NkeBK#MffwX=|iw>+fl+)032&
zU$v*4wSyTs<{fk<%meYTz)1N}hKr_3dG8>l`Jk<6<->*is^1L69&QtcgRZ{2kz2xg
zk9RHH&;acwt<`a(BTkp^%3>HuALsS+n!T;x^g6Gf64s$f-Wci2%#3Gb0xEEt-Tn1L
z+x;#3oiz*AWm}fb4Jh?;8vUj)-$Q3la|KKd_lBUBU9}+Nsg+mK`ng`pW5*Js+1V2e
z^0GH-69@Nuz{b-tJtzJ<`<-Bq)0^qDn#y+$`dt+UT@`QMnADbixAL%_XbOtepgXTH
zk->hgrz<m&IqFWxjN7Vj`D1jcZr44}XUUTmspqBrUaSpc{(OE@=hx3^KJjMEUG>jt
z6X}|Nb1Tw+!Y^>~U9Of7NCEcEQti&nbY-mlHS?+o2rE!?b-E@wowfM$>Le#aH0*Lw
z{CqLQO^G!f)`W80UTS2o`h~)5hmbB~omX!L3t3I1Z_au?Sc~$@wEFDK4i9Qnn)tro
zUxnz6Ab>=wl?SG5W3(5ot-c50|F&R%8;;gDyE*Ht9F1>RdhjD0g5-=An$hTs4eQIw
zyR+@h(Z7GMH^S$!m=%$|HWe}8H{ZgcxNA@Kk?9RSp6H&PJW+LWGmVdC01dF#+kIy!
zFRBn`Eane$j+*GKZ+FLq5)B~$2+_RCji>R_&pWE=?qBo#2a93MY%Pnvj+e<magKxU
zV*W2|W!Qve5q-5%iI7IqJVni1UNy16Dz2=CPexN90X0R3cRm@1?xOs5rG{hr;*}L;
z^-V>EKdOG_W|!WF)dkA8Q67Cr?R^Xb@&V!^EFJdhC7J&2*u2IkQt%p-G#Wl~^)bB5
z4J!#s`+c$6xF;_7Vj|J4K;hd5f-c|c;B<Q_-e?wb58f|nn`9n>@yP|XG864xZL=Md
z!*jnoM|y^P=BDNb#yiN6M5O-G)GP&TAz@rZ!a8X{_-bx&NqSjiS#)G{&5!8(+<R5f
z)L`Uy0le>Yc<~V2Dn}A?i@<yVEFe<z9*&N{Gpp+8M!@6VNc990IL9k46LPsRpAr^%
z<NZHNJb0Dk6xbCr$jQBt!z1|_%0WA)^v#%=k`g4>W_quy6$;egL0qqg5Yccb^)ZAQ
zPmb(66v+$14Z0$<5W;B}i$K#!-G)S0#q-kcAr;7Mh<G1^Oo>RC@$M0lOa*0eLyLl8
z=`c`0AXoJ(x%Vfla*uwS1M3AX0rR5QyEe05w;K)8yysr~O3rvo&iRVZh#98pGi@_I
z5vtWr0tINw9f8S)h{3m@O^EZSnOmG20Fn}9PYhc4@PId%7aoX0(n7cYfd3<ZuKEy_
ziwmH<*RXAiMd;rBI9vQr!`>w?&w^9d>4^$Aqynmw`&6ZVfo-L%gFPu6an;1QLc>XV
zDU@@2hEkt||MjtGK92eRSDD%8%i*_xLj^UH$xm0kmgR_jx|o{vmoTW8t)e5HR|UJ`
z(pWt1=f8>)`RmV}<HDMz7P45p;H#rD%103B-Nza`G#CSUn*ob(YgvI6u~PT22chEc
zt))<{C2r!iLTTcm)JgCaLV*ItW1!0o$qwW&*yiIPwfpq}-$Lmaav#7cfBq(z<PlBZ
zQ>Qq6Ao94~QRX<vY{Go?N1|4wwFMv!u-Y26dDQ2?ojRc#Kk+ht@ntI5mcP$tbkqin
zL-*<HRJ!2LCw3406oJaEj{-7EM)KnHT+Ouc+1xB)njxB=;pe~YMu8e;VWE9(AXw@p
zOFKk=88=9uC|W)c8}jf3m2H<TMi(gkuH?r%TStzo>=pGt?$%>SM`d@p12PG!O_<cS
zJA`pqUW@t*;+?Ix89JyFVR}k<4pQ^52WojaJxKSFJf0T&D?@ezLqXjXk!M+-@ILWJ
zr*c0`x(fLqTkv^Bm1%9(vtX8D(=DBs7|r%~xT0;brEMaoZQ}dbAaR`!D;};{)|yoc
zJ`vuaRY9poL8*>}A{<D-<qSp%WCB?`F#$E79rM4b=Qpb7Gmt3bwDUr51KEIJGV@`w
z=U*6Ikwga>`e&>m`fl-NW%zx8dGw^FY@ndP2>L$U`^+EOfMpXO1umsc8H+<MDd!h+
ztE6{UxI}nnI8PQw(#V2VcEx%Zxko3yjeXTw{b$U&{F-K6hiSEw;sKfvTbJ54(y)Ah
zj$h)whZPWhZ{~{5)vgKz0jXCtLNS1dU5(UGo#+Y?%CDwG3sn(hPq9=CBEpzG=|&8#
zt-|Ks-af%DcT${IP@F&Nyp@klIaT%Qwc+&xG%U<zo%VdV<-`8G!wW-dZK`B_*7}X6
zWu<v>&9L|_aLC7HLcaC8wn_7MHshbLU?VN9M6w`ReI(bTzW%}fzJBF?<>$)JBc4aJ
z&*2bNJ`BvYPIybSPR7kE0eT*|0!{%k>h56!u_R8Nx>Q9YO6{Ub56vSAL38S7$`4{S
z#@djA6v}HN5I_WD4_vp))Jf~qAUrv$Y)dwx031r0XZK_i0H^sbAVES~JOCb78~OM&
z>k3IpT{=RR!X7#`!?n?`Hz~|`4=3aMn)8#IUccV=@i|pdN!CfOEGfUvZrPkDXgYTw
zX95zYRNkIjiLAniPQ#62rhWo!*81Aab=VvwKF*CPAr9fCb7?v2a=4Qrj)&=?eF=E~
zUD*baF)rozpWiU^(_zvMF*g!vY_<g9!D3G<{oVzPj+u^*<Ns2kyI?h(6m6#8K_|3O
zt6XbjJN*6FoozhU|4g~CN}YdKy1MF+Obo%hEiPR7ZynjotsqmweqNh(;2@9Nfip>N
zE56uWs<k+rohUub>GxIROoZjoK?-M=&ErSmv9`vVO+JBwjQgLg19SNyQaDV#ZYup<
zsmzkDM{_w<sd>Y%)pv%opQaP!`JNG`kqBVpL$1PAmtitIX-$ts9nV!G9#S{J`+rJ~
z<cTNfu<X8JUXI_eN!+xjef#au3F(%@ZTP5vJ7_*L6)*(j;XSze(Cv(+nDa*Rog7C6
zp`TzuM_`3^&=4~cLw5?v>koQPcnR-S7i%Fzw}+y>5#g;$Ct5i5opza+oNG@ODt_ip
zh{$eXNpW;}sc#s1j!i;kD{6^%mhb~|kZb<RPpE8z!6NB6gYkvh$F|{d6UsfqhjcYq
zAC2?iwD+pgSnKn1<6a+QKkTPnf!Lups;MOL#@;i8YS*U6Gx(~`k2*Bs^o0czgeJc#
zU7IWv4^3pr;o(~|rdV(B4<e%HIhLixmY{fygx))BL`zNgEIV4iV8LFs0y{Dq74)2W
z>J(B(x1V?C+^m~h7cuLX7TWDToe0&mpT=xEoTydJ>h;zX6k7VIQ;crZ?GwA+2kYOx
zXI>90<9o%iSssGeHlLpUTa;r?&t<&5fb$}9ggSl|rkD=viYLYMm2qW_t#p3tlMt=U
zUU9gQ?xxCQwcai<o@Ko9)caNFzmgtlVvR@9lj7UsWJGug@d9yB3fZROxIkzsDmB8^
z`)Z8?8_0>nd3gWWT_QUrD74t=EPqof<9iI)Yn{|K>%^1Z$3p8CoF&l9i)+B^tiq-O
z;ta&wH*N!?(I3$0_#+_>Z$;&(k9{gCC6D@^2v0`4r%o62RCw0O@cuz+#A%xR)ih~^
zI{k%1oDh0m8cK9}c7B9{Ja+P0ZbtI*4^INJ1%)QrObLt_rjtu2lHLhfK9twVD#pP;
ztR&n?9hyGV4o6m)<rG^z)2h$0n-km_@txyk2g7)xpw_+08ubERx>a9Gv#RsLGs+Xc
zHGaqmk_nO3)6w~qnDRL(fhvSp(^a}bOf`W7j76$`?C5YtKLa6-TsZIox|WXuC2IQa
za28fxYLhuL^aPvP1;W}QU=KYl6+*Qwzt!k`Htm-h9N>u9fWo#vQ&OjWW!6gjq@D3u
zSD2^KRnh#VtA%coi9w(W^Wf7ygVA2q!A|{&Vg1hD7m_pWTs;#HA9Oi*zBg^J*)G{j
z3hQ8SplNJFkO}GVzN<9)J<(upd{gpF`tUIm+O#_uqW2gV&wO#9n}_b=@t&h&B~R&4
z)@MQKC&D5^kJ_aB7MBLw(=8pg!#395(e61iZEPjb?+QyxID5)@8{59I>6zS}o!E7=
zuA|wy(4hrdLEqAH9A5bJ$iFM^@wP%0I?xs9+G4yJvU%P-KY>yAJ3ZNKs!yBcS#dDp
z`?u-g-(q3f8HxW@mv8om6+i<w;roZRsJi>*c=2Kg(LD9$M?v-OT6+PxlZOKe<&3rF
ziF3F{-)1^huq=_UgJ)!rGf}5Eby>5&uF!Slz?^XtLfDG=GtOs%Jc@F=sWTRD{<nF2
z2h5q9Q5Su`s+A5h#ouoYt^BM)QJg|dG0x{hiT}2;{x+Sh?eicO8?Pra><~*W7q^>J
zg`yQwjh;K<rF5u<$htV70(V_IsWwc>`rCN2wpfZ-`gyT-_b+?vvO@Z&*S`23qWSnV
z&k!5%ehZ;-c(=9VU*>m21tmiNOO(`OU2Hg7-ktrKqQ2M&N~YvINSCC@q=G!o^aUaW
zAbO*SM$eVwsnfX1bTG*(W|q1Se^sm<u?NPioM1Ba8r-kiMpSOR-YnGLb!3)XdpXJc
za$Ec8z!d9%Iq4J4%ITvsfuqev3+?Ltk4D10l5g$$+nU-Bg#8_OB$$$g{*X=Ufv}(=
zd6Zf|(t+Dswr%h#P+CYE#Q43am@yreTsO_<RH+0k$4>_;9?rZTU#e>U{42lMs;Z*7
z@<&m*GlesM_XL%7Zx|=xl|rNB)%@!ps^rXMsk*9aNO+n1cHOnAwV-^}y(5nwq<GnV
zAvA5S=WZ@1?p1EJb?yS9-=B!ofcS}w9ONI$$5jxE@RRA#r2WV(06;du=_SksaE|Vc
z?q`;4%wa?%;Q*6<2+^jpd_P`+sQsD&ikG^Qih!R4AzPt$A9{S?F9=)%+BP9?Zowo>
zI7gs{wfpJMiB#xaD2V)^pOdH(lV}qYXj76YQ<7;@g8jK)a-FQM(g%Siaqg?N$xIS&
z6F~z5w|+@r1Aj3>v4L5*AOYu7$nq*F1|kp>%<J~?b3PDV{v3=2={A`r;Ml3-tON!?
zWx!^WZJg0pgf2KTM1p0!4+@Im<>j#}g#LU=f?!c5Hzy@KlpbMxRw)<`Ri}MOdp&oZ
zW}8Oh8kw-_3QfY3i)rJd2KkZ5zLbeXwN=oeKdQz<6wbry*lD4m?GU<H5-$4RU(s}H
zUKiLjhe5qxk1}<~c-+-{g<f+?(u{uPW;LDE+*ST+z1sNk<uFsts*M6a0^KH=_QVr!
zuQtx)Sjel_A-l!)6{hpAhKH^9!IW5IENAuc8EJ!Y?CI;w_GHA>gO9*EXNWXYfFXY$
z9E5Zp;g0B>Ze96rvT2T+V2=CBe0jPjJRKI#f+vavm5#gwg9%$fr-Wy3l7l&gRoy!b
zoG4|*%>rHvpg<o(uwWovw?^ANx>j{B+Ch3>KPMAI%=U@Fg}BjXV!&#&q<`3kcgT)=
z#EvI({$<j<j!<DKeO+TlcE>_&u=xI!+uWvA{ZPN{KxTL5mzRk$<Tr>eix1(J1Ox@w
z=&qkXIvn<KRfm6(M=#WP7;PI+0L9gRGMsGU8ZcfnoQsH4O+f*U2@2{ogm(hP>Ey!p
z?twcTCbYo7af`%-7?63%k%bXH&>-lfW`|~`rDY1K@uwAts!fC!?2!JRJert1`lE0w
z4^@*+4MT?ugb|3K#-e{uhc45(_@3d(mlyY_-n;5hApC+z{pS{JVln%5L(ClAJ{1-S
zBavo_YEF-A&WQ9+C;gQ{+MIqO#k}P!Hsn%2>QX=GTAi_BB^Y9v5kwhbGeTRezS$pJ
z@cg1jYmaOVip{38{6=j9^m$qtT+~K^Fmoh*K!l(uM>h^zQHGe{s)nKqt@3fQvWu>M
za+r&Ln;eu#fddYOzIl5OH;2ZtjK*dt`ss9x@OT^{DUsHif?Hy7vQ_ak?ZjT$Zx(wi
zvDslyk3N@>thG1G`v!aebT<!QGOX)RuNu+qYQYZXnfq5@!F~myXR<`m`D0gFoz6tj
zN6)xdqO@eqR9>}Lz-$<372yr&aIyrHellgFkhJS@&C!SAoREIDw`jt@J-{R&)cZ3*
z6CL`8GNye>X1xDlPkSVwX6I8|98yhhJ0(Ac_$sy`-r4;#-3(g)uSZ1zFBGPsp?P5W
z0RP!D@hTu#;&TTr)V!)CkSqx296-^7q#jy%jMJ*JHu$pwh{9(-kr>E&78eGmysTHy
zQR)^v3U<#;p%xM_2G}ssV0#R_pOd4T6GRl61hTD{FElZJgLi`<8c-qX!?}WwaPswY
z@~{_W!%NB@eN#`#V<_4&u=)C9Xixr4b0I<4Ru`v^<%s<t&o&SD>o>1ka+_QMl;hs6
z29sTjtr=>fV`;Ku>GzxZZ#lly{Rr)S;2Ho}INCo8zs0V@+Hi3vN!G!B8l*)OWo+@L
zgm{F8|5_c)4&~P6hhquy_w!542#pWy%RaOoI9j3RajO*ALx<p85r@8Wkc(Q_-l3S#
zn2)#d*2-0e(xw+VxhD%g-?oI}yQ+Wm(?_O%j@v7!Ll!yPkIbsJ&VpG3Vd|qwn-I>M
zc?~lllFR8nI_FAzD?;5<BxBoFYCI+|d?k}0|G;<5rHp#<JUemmyby_Zg`AP8nPPS-
zmsv6pUw9?HVDMzYAXdk-ruNKP<+y#b<1XgPk8$&$WN=AW&`!&8^ZIwqC`sb<@W<|3
z`L+&@L)K+juD-C@;|D?Nv&MB3Z+Oki$#KaTD%@#!XkPm>5H~eML{<U&yjRV)A!0`m
zK&?a-0E$H2$Kb?~tUi%W*yW4_9n7nz^Nn}@s~ko+OY9V7Q6L;9r-05q+f7#8(e-ap
z%6xBX*I@x1fZL|ERF>$aH^}ZgzbN99Ub-jc7}T1L=n$4cyxf=GIsX2uu65+opCwej
zgzVbld-bdj${#*n5mG!?-(=Vgd3O!QTf;izB@mM{zmyv_e{|k^kWDl8W;RafQ=2vW
zi1?2U-s&$$oYC(4;)}N_J8P%8_}X59%*JgGj=R}GiCYiMmn`-?Pc&k#d7hiT^1uhG
z+=0XG`{H%^&Iuti41zooHth_;JBpV1f5dvu36p1>H@<y(FMPe}?6GB{xpMn?>0>0Z
z&O*;Y^w6`_r$lzY6{lT}ZX>_@gd{R(F2N&rXSfId_~2P7iwlECr!Y<?>aLZFn`JJ~
z!cAU1d;25l{saZ*Sc6U1=c|`3ESJ*k^-(t@{ZC_6{kR+*EIc!{+KQvz$821B+$((<
zN4$FwgL3Ox|3ZhN{j2C6H74C98c*iY{@vf3c#Ck?ukls97E6q}(t$Qpzw)-<$C?{p
zv5hVsK8-56Cah#+fBr0$T<JdR1bq-3NtCMG!Hc&Fi&sVm?X6`CcPj@cMWj?V_*-Jk
zER=CBWr1mzl!lTTHS`m2Lp}Ql<c))e)I$&-d6BD2K3M~hAsv{`9#+7OLlC&l>MROe
zw@ZZ8UI_x4Tn}<`;VODsPfVZk#*k;&mo*z1$-Qsx1mEU`gyaPWciiF1HNU@m&1#CX
zVs2^eWNudMWKmLHI0}r!O&@$LiIf=18Q>`zcvL)4Qams*NmFa{C`^@H%OUNX$fDv`
zv%&m%+wr|xhS;XL3IgBE0>$MShV^%JJ0p?j$B}2Q5D#k{?6Q@egOinQL1C%NL_RkU
z&)~qoi?;V%Ly3{W!!l`S3Q=8VCHG?6COJ81XBJOMPmbAg#^6=-hMI4*6>v$b0&WR}
zxSuPlg2I%{98v{TPfGffcZ!Nr|2;M0Qw!0LJr0twdD&h~owrrcMU$__ohI@CA?~X#
zHxsS=*8-J7FIozfl;_t93x6`a7`kcGLsT^Z@e<Bj-AZNM$w<6skj|?2IdNcQ)c#Sw
zW9iVpGVVRAlnYUv5vNMS$;F1U*8TnVih4TtO8Pwmk+CP0G2}<`9%i1#RwrlNl*c(O
zImROak3}*stQ@BmS?hW-Js)C5bj>m;zT=b?n=S1;k$p`}>BIf~!OlmW>fgIt7Iicm
zXS(+&rgf0-LqD?&+xgD_p>Riu&0LNLx5Uw20MBmPk(YkISW15y=+%jq@7f1c*57sd
zEM`4s)o(RtYl9g6HEP-awefZ7bq%K6C+qRvoB2NtP1RO9O6Mi9C6H^T7JZUW{G0n%
z7FT0`>@*y)d$&t5dVmDwY;h!t&@*%X=l<D&T5ml{y5?#y#MD1<Ib5R+*PK4sWN*oP
zrLC@1{_m26%ksgFeBbHH0yG}tH3~<sV6IleQ`Fz1HqO@mZDlSsD|bM=DzWb`d*bRV
z5v?Bkv%{qt6(&CK_n)!_0<8U}liQIg*rD;w4kjiGws5<#Qf|V!h`YH0s8h_M$N)M0
z9nEsM^(FRn569jNOBamtc3$f@A_{WZ8TSZ9N;SOS#C)58Jk9`uz4k8kMx<LjF+1l`
zqZK9!M1X3PPW`W>AM-8Dkqp-2x!yJ<?-zt>a5ep-vkaq%$Hf3TSHJq0Hptf&ye&c^
zKb-Z>daN(%viETR_T6yu<&tr$Yk#52mcQ5x__lMNB^70w0zMM>&yauRVHtA1fmGmq
zSM+9vs04T`Ht6t_ilJ>v{q(P?9s-=Js<LmMHg3bKVI^0!-~2y+aQGnZG0X66BGGk~
zeM0VT6<}kJ)X7X2IBtfiD>jWh^yPJ9hcLOJtbYpd>(;b-y?1U)8q1zRVwDkDrW&Fq
zbV^>5Oxf@@(vFeI8O9*!bwQJaqAH(%Q$cKjgqGTeirnlRuEIy8E>AetyPlb0K%1DC
zykx1Hy@sh)@MyScdo%~{*PyE6j{D}pnr^G9vSSt<_h<NQ8v*q$6pOqMRZu3+24}D0
zs1Rl|=5svbcuu(<(vTD#T2q!EoqjL$*Qb#3^n6}s91>h+w(LoH8gfPG8sJ+L3KIZ<
z0ogC<-G4^3j(jY*E)W`6YY&J?*r9S&_&7AdZBTtT5@B*)P5gE61ReB^e4qd-9=e`L
zOR1SaHKm<2KCbz6db;ZAq-TwQdwunh$9GawaRR>vye7%3ra8YEd0sZ~+lNLfI>aUH
zZR*RJA$pZ!3GnEN_GkC8gaNXYI91-+2Dr}D3h@Ff4+v<Xa+;&EFuGh*XErDo36#>~
ziX3|+YG>H;%Fp8@c4nqxwurrGW#HRO@{;j2CT;4J<~q?^@VI(G9csdOh-ae)acwm@
z*p{1ioKBtaCB82}Tix%=$RupwR@)J#bKlrGzVp%Tcb2CFEd2;1o~ZM~ue>Mtku!?q
zV5;;L<pnOBs%LT?8uy#OEs1xqtGy2uJ0-2>cPl~MNrz%XQnQm90&B!tg&L62E3mNz
zp4f^HXhPXw6f_A}UedJb*@ulF6qFLwA4SsV1{7hhmtpQ|sRa}To=X%5luJQcoq5&|
zRr!=hi-!7v*|!5Xw>>}K9@p^UqyB%~U*@$)=9?WgU5xd{-(<r9mO3wd*V+mftC^gh
zM8}j!Lz_%VAHTZKvb9QO<*;ULzFX|nXKpJwK~KTRID?gCK@)P4he|Yz**tbn2nGSl
zEB@DHjHGN(=q_#_AsIqINQyp<m5h;_uPK~1#4yu<OwQPVjGtgJQJsB-P$C#cglUf}
zz#+*lCj1S>Lglm|Ky`wL*E%*GJ)P6N{d@JC;iKY^g>!(wxVqrf7psaC$DAxPOR>%#
z@8k>{+Ej#?;V?cr$dYsf@*$G~gh)b*rJ$RV&^T<%FW}ItOm#PDmMw2F3%@}AUyG`u
zUsa=#s$Sn!-RhKGo~pPCJg*XrtbP*lod6>%Iv^+d`wblzeitI!o3?KX=MyB=0bakU
z=)#P1gzWq6P0}~u9eK{xZOGIOCN;C6xBCc<;1V<vNQn>_rw}C|B|1WZo^-@8Py&VV
zb{GA>?l1JJPlV-O3h=6Gl?_eU^G)oRTZ_$(xPBkC5?^nUr17S_4e_(gwpIhOyE@)~
zy?<wr2bM4oX<7~TTMfCPk|Us^#0rQB+nc%0bR<<h<2H+uEzVJSC7%)u44CUCI^waN
z?t55)4uk>@whHeU0#yiEhxx98n^te<-@>N}#MIj^eRc5tk_j5NZknw8B!->cl-+6p
z0fh7>3@{nDpT=||0RGaB^D)F=uJ0;n@HR*`Z(JxI8xoer7}^$CSNJ10A-6d<xGXrm
zCOtZzj3P)DFD0~=Ub9#37deZa(03K0(Jxd*;5j)Jdg9}@Nm&ahj;xUB;4lKJ5~swE
zWED;wWuRH#Q<WN59SMonH+hvoakMV$ws0#)9{^1tKnH0c(@ZoKH8p90KmQiD4i_oY
zr+oB0>h$@G(|#@zo}%YPw*3=;$JD+?ZE<*CK3zHyx8uiK>cK+my3NgD9v&0z*NwRa
zzB&%)eziLPc1tiiCU=%^_rnUBV$?jo%AQYs-F;LyspD8$IY+z+iGkh%3=ud6UmrQi
zj?Ve;i!e33zyQhK#)4bw>E*WX7>(R>teBrAnvp-h@YS3W5y^SsTG&Do3(Pe6?5jco
zix@z1d;jd0{!YEm{<-mUNq4MWCcpE}A)EaT<F1qB+}{BE?6=<8Yv|??>eD9m;X@#}
znNAE?yyfg`!>H;{JBtsJwT$3YeqyuZp;O+uzmC0?I*&)f){KBr4f8)Mc8~9I9@9Z#
zlC!-(XL=?7sY7>*q{nf_AKS);?91EH+=r#{#0sat>>f)_<35s}dnGaX>U~4wwy9P-
zCahWdyiqa;RYZVcd+TqrtB=WfFi<YCP|MLL-rE}>G5B<(higoEP)B9TK*!ibH{mf`
z$$elK6weX*qDv5ej1M0;8U;|mYR8!zcZ-mNC_wfKu{>^L-h*?#6Yp%%nW8@?bUiB?
z$pxnqT{&0Nbbgr69wDsR^_0t&!#USR#x~M9nBTX(So2fP$Wa)IURZ_n3UBet$9a{+
zyPdd^A=kN1>~O~M*RcjlOz<GRq#g1+Osw`YUoy`s5hW^g;wyvp0uH!70u7SbG`|n-
z3TQlWoZeqjo(uUaJ3S}qS2_|e-i^3u_un_h=%B+9e20|7ko(l?`o@@d&%cz#bR}9)
z8+WFvUw-w%e3BIK8K>7Fz(!!f)<dE6Mp%A_;vh!!MXPq5Pq(WAO$=ZK(S#Ke6nG!@
zE9iYt+9N&*@*5QVqHeTqvZvcx=MF1ej{fx>og5nmQ+zEQI1jFW=oR37EP9d;w=VhM
z>v+O3+YmSMkphD`+h}}*`=)EB<1|XFHU@-%Q4t0$Z^BGbU8KPwNDylqx%hIwa6<61
z494}Qwf?7&tl!tQ12LR}zC}$=`z<rl5SmmJ+zEF<J`gtc)FBiJfCn^jknlDR+-cL!
zqtNKk)F0{51(6AljV6YWqwT*JCT5?^^zuk>a6RS~dh+zC46l>~m)KA*Kj;{uK9Vd_
z*JHKWM9^a((Im8fmt9bhUv!_dl$S3L&Q=J|DT041;ONxU6Ur|A(y{8!5|;6JLN;Zm
zXwd!1n1`Uq(Nj_4s_$ejHF554F{j5bh>oHzj!90PPu)CCUmMP)(FeUm@T&jO)YeY;
z^ocSho{A<B4zy{wIB-1G5E5AdE6O(3qfy!KQlV(GDUwkB&$M)(sXlNUu+dX(v_S+U
ziBBtk%gK?fnwtubYU>L9F>BIKCHRrP8uEVPExQ$G&ybo*>Q_btr#OLk$k2A%q-G^|
z%LrwKE>2xorj@F-zc3xxLzKFy{+oJL-t(G5HCF*UD|@7|?LEBKqLDAUDJic_1gdky
zO22ay7W3BE{>aX&%P-6^&#v{9weB=kx<lF-dC6O9Ju~wN(8WY24TTnk3bYcL=mwUS
z$Ax?-EH4hP{hpFhTp8jcFeoxG@AD#C=|zK+m8!rhEa7crA*c4Rs@axB4Xwpx($;7t
zpW%Wg`NRf~WSXv5earkGj4^6!E~ujR&gk&ctL5(>oSDv_iw<@-k_h9mo2%bf|MYn0
zYJ6v>FLn3yZ!TgXOH0kZJ7F{-S$qdq&c^@zq|Xn}r(6H(Vf#DkD)lJ#-qfFs>Dj3}
z-kdEQkkef_HZ`E;eNylKR-aEk4upw-Zk@Nkj#89i>G5tmS7NeQ{<dI-GKT?GcyoaJ
z;eO)Zp#4sNQ`Qj{z$JR{IuI5s-QayosnF8kd9gE0I_hMCAub{agdG5Cj-}zOg9Yz^
zo1SXJKUqu77wZz5P(7GQ>&g1&l=U*H%Vm$oWzhSEyTil7+w0Cn6WCw&b38v8DZiun
z>hM-+C0xAKKZTblpZAxAhfWBT^V-gTB{x1a;?U{ME#~^eVPyt(W$vo?55Lqemz~)d
zl~E^S0_k6#l&6rwgA4|O)9`;v0O_##aG+f}0)=+G)Iq{q=JDZpM0@bZdy4@F^L)%(
zz~U6X*}XI>GjrGPCn@uWd<0_nr(&VO>gxJ)6v9LVy%L=1MU2TQ_N}V0XY~dYwq~;a
z-5p^A&ti0<f_&P7{h<;wnvD(LZHcFU7ue3cCX2@NR+>x#`X*p>{?Rz|iLfZ!BWWpt
z@xSZ?i%<H-=SD|51_vg4r|-A*iwrG_i?s2G-}g4Kx7bXYVfc7FVV+m07}`y674G9l
zPz8^V$t%ob!DX{AYqP{hvXjYer)|Gu5D@YZo~oHl5~kVEvG{h6qua8(jY%8YoS)Md
zL3|WcDP(LwoJcO<ink&F#l?B4{mf+yzeum$h7ixHQGe{15@!YH`EPvOhulPFSQ`5J
zPf$7>J31R)ixW6s7#S?^eSAuSR{STu1Rd>Ut>E(9GTcC@GxHMoF|^MSSCdNswS4~H
znSKuscg+C_28jqLwoye#<S)Ym@oBqSk!%9lw3I+N+(Vgoe7rKw&tV|=3`H;;W;%x-
zb0&w>KdTB1CyFe<S+mpZgrjk2Q;P>xc8Yk?-r3F3+esQS_=)LXRWk?wdL#eqwOPx7
zY-WW_#RadV3J<%HbXr<iE?}mSr4$~6v%n;1#HQN1feLjp{2A|kSD%if5H8-aP9i)?
z+z>gqm`JA_Fzy$cF}8a8sov;vE)D6_vaQh!mU76^W67hxyepFZ(Dea%RP*xh5hSno
zIsnCUsm9HI2s*Gjv8bk7O#cHYPWUL-WzA*GlfHmgX^mgv_9aHM%O0t9TSKYt$ub9z
zh2HO3!lI5LW9rbP1ZWZg9uP_ts85gk1_KG+mW`%YiBRc)oMsYDh4u;!`Qu>W4|Cy<
zIQSnCy#kPoa>}v>3eSz-=%~fEYmW<Crb(pD-bnZ=T;Y9F?6G?A?VjaGQGdpSX3}3{
z-O1O+3r5D1TE;Va#(~<pV}`n8S_WfA34e8x{=AN#&lD~6P}l9;W2j}A7)&VK?ClQ5
z$}1v~KT`C{s#S_U*H(W2SeO}9np{U6bC6wOR#>o^O_1|A{tDa%0cgHFU|?P>3k^=;
z<s-7kS>Y2}q+h-Qt%Jj0HSaQ&-Fd?}sq?$}_zP&cqmka@HcRelkc`c!{GITPI5Z*o
z@_&*6O?wQq9q*LTpyn~3Zk$Ya;3vFINPz@kaXcj?{Y9n{qH34-rS4(hEsj!4U*2-K
zIT<49x+(d(G5M<c#jQSlkTds@=g6t+z`6U-v3uW1Rn~^1B$yq#Q=wa>2xxPQ@vx=<
zaV_AUJ`#Ex^5t<?31ANRA`@B@QH{I>uQFHFgO?b44TG17tXRvUsms*j?NzB9WDC6Q
z5=^6FIcDg=_>|W8vQN(PhS^BM)booyLx}}D=+j~J_psSCmSrq&%b2Wl5#3!}?UP*n
z9UQX*yi+~qO}}&s@`ib>f7<JHA=dqx?p;;AxPxLfS@v}3R*hhr6ZhJI$#~ORh+iSz
zB`0n@R3i0Wld0`?heiG~?wlwsIoiU|$Ish|6l}RxaKGC#wj&heW=QX2x_?9$S?;`4
zDR^dzVM{s!uBY(2cgwK%M3|hXGkF|se1EOU0P7Z|@(H8|XlGYpHRoScS?-+$_mBM!
zvm_xScxtO4*Uk?tVFn&OiZsQ^$%hxhIoTo16-l8&HHvI495vz}8B<qbTzI%wnKAsi
zX1sDeeV_>3wCf{o$CDL}71;9pM__XVB=<s8j!0h|19%D!@PD`uJPSO0ix2o4U7_pU
zcouA#v0_<C99bO7#+tfDZ(bW_T9s5-7rx!KJb<pOekMDTSC#WIP}I6e$E+rN6Q1I+
zwbPxNYBtoXuB+JXY%0;1oiY)bbbME~IHO<R_}x?Rr|(;b?oEjZ6tK*=cbjXap|ZcE
zTNP;fcAik+J#q%DFOPJO&LG#1>Ekx1tAY-j9)e^b%qKanb}U8aDh}dGhITy5eIg?F
z?}HLS`oJ8(Q}~Z8U_giCm<dZTB5x#^F1$oow{34LN_R{}f3xLpb}kMp0im_NhH)3Q
z<d?Ou!$YwrV?L3ZsNVh-Puu{YumYq?0Pi&bx!(Da0uE!04Vl{wpP%X6w@0#o{KV#T
zylSYm{c1uczsJt4#4?V#w6V^Wewr%@`?N3LEf5b;vsC)};`@tOkrXmvI+)F4iAim=
z(OXQ*^@7u^xTKx6Q+ZnB_xpFH36mP6RDU+Q$}%bIr1(r_bM?H+{M?cZ)#z7YKPa)L
zG}d;^?}jXFieKJ_06)U(1uVxv4|4-J^mS9?8w8@`KlL<nDezL&KH9yc*j5XCu)Lv;
zrN#ukQ5UwIhOk4Kv4jmGs%p*0sAX2&jA&2#LFHQqG-307su<$z3&D51XHoMj{M+Ah
zkA23(JZ?xKxE8@eluM_r2#nr3EaIHsTQ?#V%2_z%{VHCNDfku!XYsir3_iJ^Jbj{G
zwicRag&5C6H8(#IsaJJg&l*8Ej}B%JNtyZNMD{DVSvcQ*cxDwWy4;nvUi$ZT=X?Pt
zQ?6I*L+qmvR0OK+UrT>l@}pGja7yLYftvoS<$uOU|BN+Xi9L&!f;3@>A3ZsXUL%T&
z@6>a<Gd{WMGiuDaq#jk<1vVD_Dy#2>Uq912z-c}Lt5&*^vtm$8;>@kfM+^Gz^?cBT
zj>|#SahwW$(~{4)HJ{5rc%b(v?uDcBi>Hmn3LF#o$B=bft=pjo6H$p{l|N1icdau^
z<z}NBOfzqXHf{ydP{_y71)?rg2ns$=Lk%Z?J3o{cXBr*kJfAlb$P}sI<}yi(iodyQ
zz{;IK@NjSqBS;`Tp`Vnogg6~ooOj;()i^)|UQK>ef|OQb^!pWa>$QKIjGJ3bOpH`8
z)?_FHB^@K<4h*`tv$3`}@Z)>6Xl>PR(Whp+jK6DZgoSLX0u`Rg%05>#cu7SoFxVG4
zFc`@_s4}L#ekSx;jed6-Yg$>jpI^CVUbN+CzW&yX*3^z>(*g$M@6}t&1v;5)BBLus
zk034T6cy97%fFq<$gOoJv|r(23B`$@Gdv;YrhM|;jDwg>4kSmk=AuD=whqRVyO*3q
zdh(I9ljI58YvPx$_1hkYN!>m$<0evladP_n{)w!ntg5z-!7G*L?ePU><(2;&9T@gD
zsbK3VtW4sZ!Y+;muP|rDjoio8RQC&&@E_p&Df&r%XfU{%WBB>?pBU5lp1U^l`P8B+
zgUqxq8`S;x;A8PFe=Gatg`}d@Xl|O<+&bbDC7bzrTUL|n!$rec-H!(xdB4sZ=*+y-
zo1534GBO$0)%vZUY?6Wa>3wmQUK4uOaMY#Q`VMia3F(C=8)ZkS1y*}hl{yrCHOf!X
zO3yNURi$U!V4~<g1_a4BK7aYl=J>N<!4J3JhNM3Pu$m;aID>|}OO8&U#BgEh^23Wd
z@CB%?lMrn5kD%!fxqJIaFX=V(_UK|YrZm~X$EjNc4^f8a@Va{M-)GWReUYR7+zQB6
zy?=A|ok^6$bgOig|Nig0tV-6Uv+*k@oPZf`v%}3(zxwn$Ptwp|VvTNVM<QJa(CN|Q
zA8c?RU6o)cKnw%7^FM|y`M>qXW=wz(WYWz7w@0hTgmhuBH)5Eh-_O@?0UP856Hx$~
zvcq@*j9z&-T@E{3@(tM9teywVjLjH4_qFRara!>ont~A3g!;D??uEI#`-PQi!OkZF
zm9ziZyw;42!VLI6jFs|wRB#!_in%^(=Z`zQyX{<r!IpeIVQf&1!#DoEHzdEydAO2#
z%6XP0kJ;^I@vzQU3wftN{j7M~Ne+O&u${oXx`OrkVy=Br4|33QviP{;)(kJ8Z3G~F
zBio{kV68v>7azf4fQR*>!0Yd|)%nv1)bWNPDZ+T>G5~cmFw*l)O_+3M!}JCuLIIKk
zjRwNQ3v7=(L9*VY*}xhPpso4izjKlAP6!+L7NY~l4WcjO+pm1I%iHgeCRy#PYw&V6
zX%8I{9nrQ9KlFyx(`%#<c@@5Mnoa^8CLOg6p}G2ct{94+2~I>=TW+drWQYs1@jZMh
zBgEA)DmgjNKDIbDItBQq+dJEnv*CNHF}&n#Tw%#Mv~qCzN0GKCPa|KYqCo$30@=>T
z$L+KQn>axr9>QoOAn@qZv*yJHK6lcuB_TCF+7)1PF{5{vD-|9OR?}yB$oA;L0}5?G
zx{-<s45Xv_ZHmr@$1D@l_*m*ZqtU^qp~1KGCjO7%jB5s+=>&WsW`|&V@KXhP!XPB!
zr))=sIC=mxp-%QqP5}-DVB!5>5JXusCBoSr2E78w<%k0JrD#TI69@!UX_2pT8A)C(
z-<lSv)Qe7dRSTYa)RLaKQ=EE45gn0TUXq=j5*;}oJOA*g5)vMtFfZcf9(?f}JPX44
zi2kG%L$nE7u8BZ_*iHeR43vzc9TD;BHl&J+5?7vR>6tfK-edkFNJm6!AYXG^x#Y+i
zW_Sd#O%eS!bKS9~bwNf}GFso}7!K72f1WVsn2Xfrv2+&<OZ%E?8b}()6m7(M^3+b=
z*wf-aRf&t2nQ4}7+AF?YlqSL20aeSi|AI!&b&mG1)CH5cwB`?!Q`gzA)`6>DE$bXS
z!L&rgxWA4f@2?QDA>ji5-HFK%5l9x9j~K)$gvt~L=cRxqFIgxug7`&*x$Hl4z*RN+
zj?Ft+4uZsqKIjgm=?bmFGaIkJ-;O96d{U$1F<dj8KD2k2E|q&1T=?vN9GzuYlW!Zw
z=?#gEZUzX_B_UE9A)s_hh=52aEve)H0i_%1?odj)Q%YJwx;v!D_CEiYuW;-G$Fuvn
z?(;g&-`T&(UX(PNuAltmXJbQlO>TY>z?!JeZ?E>st_GLn7PsdXSG9bnfrhQ2D!Uq)
zZW<jL=hTfv_8(6U>BbQ?+<-W@fr`(F2pP8v)4CL32!)_<-=PCmKuOd=2o@}FmSDgF
z+$2R#g7ezT_T48omrjUU2#tz~U3m-8miCP$<R|stG`Vw&-#$N3w4(kYkGKLV$y8>+
zxn-cqX>336<OJ3=EBOlOEgDf2Xl7fK3V<ZHAWgeTx8DpxL>wY)7SgPwjAOPSjvk+x
zNg1zmhNJOM6pR8)O4=D%pwDD0Kg$Ln8ip@Eq^|FV@v%rBST`+LH_b(yK%xo>FZ)jG
zfm0pGU@E5Vxm<(3`UpjVLP3s33=g-kEg&7zDUasl5F|Av3Fh#@CDHLw(N1bLz?Ll(
zR`)wxd^Ym&WR$3tQi?4=B0uv-pcF)dJA`JUp9td-g(<qOmn0RI%xp~_@QE;%+epq?
zH_nf_xDKB?3!D)QcUQ1=<Vg;ciT9*2?M;GF3Y6DyJP$UaFqZEDJDT8c$+VB*+;|V6
ztVD$&d}^dd!T6LtaS1U6c=$*@78X3Ep6Y)p9n48KO8jGCeykWR*p?~7ni1WG_S$jM
z_IlSoCg27HJMkA1^LQ*?EhZ{7J1eqv0wG=joFnFscf$O$Ew7Q4CC?{+|JHl?@?|d?
z(gEk<rl5wNRX?bn_%IPS5%(tU4O>1w-h1X~>E-7q0bV`POKfa`wIR^J&)^f6KjbJ}
zKgGE9U?HEL^MC0Zn|LI|wFqWY!v1rlH>iml6&U9e2uRKeoBtWIL!!+>vdolJ5C)0}
zg9HfvB-wU+%vyZRYP=p<>}=Askp860l<>Lu&uF*P7evHa49R-2N#p4<MOELup6gFb
zT^vkbxF1i?R#?rJmzAN5EBAm?d(ZBP=#-;<@!v(Q=90?ymg>D*^AEl|0wx!A7IGxk
z102Oppx;XGu)J!%ldMHi2-iyrdZMsdFWK|d9{((-(B9R3_mP%9A@zLd!!)~JSYNXZ
z!(LqXF*%bXxS`70=lp2N6@kmTA6GwrKx$`$+V*WF{){^p*PJ@PJlFCZ8qb_rU8-OA
zJ>*3C>^SxRcQqIoplNj|@-~(OLMvc*<VvUqF&yjW_b&n_y9%j!1J7Dq3y4C7m;#fE
z@_d<`f}!$4X>^@FGGu{e3jeEzOF6!`Eb!-skEaYH^hKu(-SSIzoOM?_`%t(fAHC;X
zJ!Y+si!<x$KJ@jS?V3>)`J`rD%Xti!4*#|)K@*WnH@{g-V>6o0sqB>-HIgNrG@SVn
z=KtGTc)CKL>N^HNRI*V3jRsYL1tI}5*#k5xLh=Nx#=%<Dn}Bp`F$IqVXjSAAY&RgT
z`G(=R;XVd5_Vl}l(|^kjFf!Mm55}P)7b1>#be>mz^{pSHosD;^+PVir{RcDt?;(kh
zcBRWRBQFU!;{VJG)fL&mO*pVWi@=Higk_QJ_YOT6Y!gH_lJ$eN&A+#cJN=@PnBxPk
zRke%gEm*@U=xzUqiKv9>vp=2O63=Tun#HjSvDYJ2)noV1oGvjYo&iO_Pbq;Sx)aZH
zNJC2d2S2ZiQm?M6Yp1`%vDFH%Q7W3)G$cpK@suQI4h`hpP7ka6-3nev9}o1y2mwr>
zb9KxI9{uY{MHoB$nJ=F2u?kIy-DP^3PY0D?Wnbem3gfiljB0-HB@pJ(v%>6R`4oy%
z?Mdr!4Wt>@J0UU9^@z?7k#rvlBsjg}pTot;lqc-E9?Nh2`BKBNZSvaPW>`PR4#BxP
znB@NqZILe#F?tx!#A!jGVS>MKv^q`El11OiEa9Yt)Q*{EUxanY0={@8>k5837X`sK
z$Ucr#BnWu<oP$zU6=DV1dpl9c%F^<xXChAk#X!VU`3?(`Qgj|pM1p<BD$6IzBP7(b
zurQXm>1cCo>uBKsjuiypu0?W_I=Yj3`UcubFSX*544}ygWU)!qNr}`331rh+2{YQd
zLWO03i6grTcngPpw0K8tYsa*;0X^K3?ClpBU-o?O+%Xl?VF(ZO|L*zY@lWx`LNnNC
zxs1Z{d>+9fE`EN9`R9h<h~kFYum(ykC>RNqi~nw0LDSv<eFO`>W)Hr}SG=||cMlB)
zt7xbhQZMoc<LBeuSWJfori7Iy;F-SGc&XnjZ!$DD+yf!zYLO`l!MEuPI_#cW`!*T=
zc=CaW&WE`5NlOI^1)p4>S2(8St@e?oBkoKQJN2LT4Ca4b-tO^<6joJO6o)^H_}M*W
zel?sD@KpEVSy3;Q&7;IoHGzyo9ZB9gKHdsx?@v~a)()Kqw{cI^scsymdq=1~AFMsq
zceP0z&df}f72|zMdL5b&*3o0WEa4wbYxdI?W>6b#S1t%(S-7#8pUb`GW|e(s;kQeM
zUGqkMi(Qejut)DLdv#4w9o6s=|5(uADF=zZ699UhOg%CX^6_eK$4v=^Y+w0E|G66s
zY}2H^j6dn#+e}+F{c&-hxG+<>*hXFN<mBgh^Q4Tr%HR7Wd=oc||M32-0!hNV?PSty
zzid+$D(>fIy`7v4v2XM--^a&;+XJk^f0gQ-o<6QV3n7*!ZS?b~UO;(<&HcLp{Me*U
z%g(n8BQ$LbF7CEt6%@;Vr2y;0v0xSoeO7W@6%gPfakp`M^Z(4FFaA@Yr_UL)HP#`%
z*nTnDx{%`EaB*-sQuNbNw(%qGzw51wqMuG^uj9)x$T9lv?hf-YVldPOj=Ef5U(O8j
z>$pY#++N0P-{fJWz5nrc0A?kx>toIU#3JSfP~2r3E>LKa-_ci&sNm17k18=Zg%qBZ
z_ilGQYp}}KUOu}A-RGQuxx;sDV8jws#Wd%CIMBAQ;$6kG<a!9Dl{;vv_3yutSr|Q-
zcYCuCl9$#dQM)>cYX+#GIIr#R%%_vC$ZoLyo2-3m9@M&Z|LV;Wpu0BDcGZ75S-my?
z`QR%)^fI^JP0sYGGq9QNkV6<G{haC|#UjVs4!8+D>%G`iW#CB?)8}`pB<LK?y*;}T
z<B-|>=<wO-;wfFCh|br^!eRBVqhE=#$f)9&$r7lkW5}o;d%yU%IMoyPZPISb`UjCK
zgX#nN7Y}&0t!YMw2VSVBQqyEWsfm@K?D(slXRhvNA8I{oYCP%#!)OB#JE?m@#I*Ek
zVpb&hMjYIPhH!2|S@22;&g7{f9)70_vI7m_LgT+71l}B7@)Amr)PBW>{6cO4e`UwH
zit$*1&C~;V#&Q=Rl1HtK<Oi&q&)NWCR9i{T=rz!l><&bjIM{)`6+RA*1q%_F@h;?#
zJSFi-Adsu)|06dmM7|2{gfMCgK(*-DlCZvmu<(JVI+?gISqU3aDnJi0GgFjX+3zn?
zSC)c<znl@VG!w|m62m+A!oxxWYb!(I8kxHXCk7atA88g9BgRsoSt(j@EyWnk;`XAd
z=J@c|#KaP0W>QEhThBF?6j7X7_k~D99h<6KgE{Lkd_}e#+;dKr6KEFp;S^Hr(NAFm
z2+s6l6d{_3<tq}5kVd#|{-F9MvVAv}a3Ov@%1+%GdNC`}bqHdVP8h-ue4i2LNjUZe
zQS&x%wR2Dz$K@W_a$cv|w9IP1Zn(`+v`K1a2!A1bG~mqTm>Jcv54?-sQZ}7@J;CiD
z2aeNgxiD7(Jh<8mS*U-nDWRIOuCQQ3o;gZn-3*F`$WQ#i2~746usMB;3M$TR2+M8w
zo|_VrOFIbX8VWB1P={l$7KY~*JD2A~X5j2H)-N3QYR~3s_KD7nRl}Rge%+Q1-Ifh)
z=_ij?31E+u@z53X9aV81@d5&SbwJ93tfz+SCEsO4#Mh~W!0U$c6Xy-g$}SZyDySea
znsp8KO6e5xa0{5b%(208zaj^nl>@;vqR>ECiYQ+b4F%o?F0KnH3)7b2jji2{P@PZh
z4vQIo6O4QW#v71B7X~1;2|D4ycJGvI?UZ%{Zg6D`qB{xwu>bpd0Fp9q5S_SE&4HTM
z1`+2_qreRGCinN>wm*|UdKT#Zi@0)KdGbQA8Y#ev!hj7L+}$rWw(xXz=u36LcU+<{
zV(M$SVWDK2rn{)RA}UC`JW?(p(T{x-1H2B$t#5_@U;rGtfs&pVQP(tbG44-L2GB3d
zI2^|`qRYq+?)0k;ddi3=fb$R<;$m<sOx-lTCHV@B_Yi2su>^2@<9(7p`aYd<;e}Y_
zHjeA5##7qWh?<1Ed6&^?h}W1Nd@v;a$gJ`CwE#yO9%jXeVXc?+!jbsO;Y;8OB{Bfv
z)=O~NgMXn;$gBb`go3kK0%_DpUQ391k#Rlsa``Y2_Z9~UHc9Opfh$^~SyRva!7w!f
zOlS-m&zuLR>CJs7CWpJLNS3&P2&llhs|oNQICD;4wa(glle}X~VQE8W?Z9mNZp+ef
zFX|ekV1n!GDr0Ktuz|@2!VJJI{RCIse<ctWwnD>>L4595F+^lTX?51j^HdBGF+;*9
z2)rnNIoU;RyN{xn0D9EMD}YT1pxEg<S0dh?MOmLj#Ka`BehJQLfCno*5eJMVE%WBR
zAbaKKT3EvXLlg_h*fM4X@B#dL3`+;+Lt;_~ADvtu@-?3|py296b(|wXJ)w@VPTgnZ
zATM3I5I=aUpJUp3*na4nl$Ks~e)W5O8E*&Ib&&eSKK&d_Y|3xA@+QCX*41O=B}tvx
zlPL%L;srgk=92nPmSThOfL7cs*l+4rEC`7yd_x%^@1pFxN$Robk^kUDkE)_9aQ6No
zAcotQ3d|WAq13I$pHMwBOQs<Y^v(bE=9(gqtyER~WwLz<_g`a^`ie>)sb(J=-`>jG
zUw=vTm&FYZ-<2*c=+#s;dibmUMH*asI$QwsZBkEBQg?CK;d{EHcQQ*09=Sgc*-5?S
zuHo4$G_4gySbo{pq460bcqqjDe*>|OC*ad7F0d}Hvo5Z%E^ggYQNCEc<jJou?XF17
zerTuwRB4;U2;FG;QQE`kRinfyA!3wFay;yA4L?@26wsa|A3=NDM-@YJ`Xb)m)5H8!
zbju0qchy`sW*-UdYI0v%1@oz%GNiAKQytFGt{PLV>Co;-FD$SEru#?Oee;!S?!16Q
zKJY7d^a(_058pE6`x;1|GWUqyaG&tO7eZDRe@YZqD**CGv>Lx9z8hPGNz}Ll#=C~M
zt$@A4jejHFUlwyhe)x9ruQwCF&yg#dV-S=ZfZDtc)z-DY{_=bz<YaU*CrY}A2(k-y
zVg|h3W52ZRtQ!mcl$iS)y2U!fu*ZUr8w4>oC|n!pdh{6tvq8pl#D<BU%kuf-pht&V
zN8u7nwK%6<X!_t@arOIu^dC+a)U-kB?ncJPD#;G%ruKO+MbeG2H*u!VoexeVpBtef
zrC&-swi`3qk22}+5~2ZI)ZJ!nU6BQ9w2!u6T-%|sHZ#|#Zi&XvQkKyh>Fql7k&QeW
z2CI#s>GNBHPz(;mL(A+JOOGG(v=)0u#iup9$RFxDvB-)YEvU$c0DAcfO$Yp>`^-W+
zi~@;gZ~}di3EP_eeiIZ^n^K%xo1YrUsH-qy82ZlP{f52e?&bmQ&Mx!OF%1PHB@<BD
zqEH<D6BfQ{;dJ~Kpj?YE;lX!G?cSG_PU`E4CQ#`oY*11b<Ztw{7X-6&;9KPDyw*`s
z*N|5=8r9P6jeG9;d)9)E!OJKm@LZudUM3I-Lx4|I2}xB5NnVf=;-Fclf`I7V_8US}
zkn9OWGIfub%8KL}K9!LX2e_P-n?q25o0kW`&+EvWj|#GLuwius<%6@>V<28y3Q7rP
z8n3jp<?-^dEMzTqlZ#^l!(zS$)2bU7D;tdm7rx6YT6eS}+Z%mBOsW?B<=1l!zF`&K
zu~h90sb+hRM=Vey-F2P3KueTN;NpSIp<2es#X$sZ(x<&G$x>@I4hCO$8j-^23X8Dt
zXSK<`Ix*g#68sJ14IMwYb^hc2yi53*&bcc;mu|2ZA;*IEM#(|WK&E_IaI8vj6#qI$
zl($t#gyRW6S)1)v!oa_j@9(r(OIDHG7TDYtXzm<8!?uzfzjxU}?e8qmliesACH$?P
zP-?ZvQkAT((HC|@S@@{#z@`a~$V8{QnF_`Kgn?RMRlfy+jUI;t&}0eFU)vA12quxR
zZHG<|{cOXCOHd*53G(ZBS2wLw8q8Y%?dyj>X{mwM?*8RifP2{;+t@|<oR60rngyPB
zUvx`VF)w1HaEH-B0sazouIq#dmU<`Jr6%-FQdN|LiN8<(ET^Y~bhFcbZ%}h3(}L&S
z6l<8r>CVKL{+F6Spl@sNqDIpZ>jpR)P(H`Eg3z%wG~h>GMBm6xXkIztZl9oz4sARU
zKQot<K7H8Vs%ie||H=6{`51<}rIm(Zd3m80qBZ^RcITYnotL{#a9M1;HTYONhH3@W
z!JG;3d;i>A0WvYl`M5|Kj0C6~hk)A|eU&HGF57et`y<<Ou^*I%3CU)7h3d{b=RD4$
zYjgduGjo!|pbS~0#W`#j4kimzSbmLmoc-*(Fcx^)ds!9jcuT$#dXEK15p_fCmgi7Q
zUnA{e4!dW|lKk#T7Y7R%kbzz{yEdxZRcW(zO=WZ}q0fMpUsyT6$$$W;Cdx`(3=3Xv
zYguJ$h1*cg_z*g9h`nYul`L2yXhuLduhW`aVExSQ(1c%1m4TP0dWfL(LGue&6C&#;
z8`d+!nFN%I?>^~h8_Uc6N@&zwe^A7cIF|Za%F{z6MPxSNqPpys!OolEy$O%%`v)Jw
zt;xWOQ&R)quVXrPu$G-+W9E<~xID|jqCI~GpPIcoG2g$s$hzGo`chGjr&e^&pN455
zQ7{!W_SRJ+&=ZM~SHzPqUK0{!OF<xlo(b{3h=b7j1^m#eO;@BHCk<8%W?kg@j<@!P
zjXci$jwNas)-jEZXOG*{4wxo@5Zr;Bu6|HVY8+2b7YiQ?U~<Ot^LmCxx*>sI2fupb
zkGDst;?doykoM3}=W7P<iI*V#6vsOKdH@adTwaZM80P$kh)fnJG=~!`3Vd`S6MG8m
z46>DhxcO|acvmzPY%iXiA&yu@UrpuJTP?*fr|<2doI{;U^TR!ew49uBmWQnPN7BFT
zHXm~IK;$AMP`GM|79p^4Vj!9EokkH%{1}ao5AR@{yG8{;rSHdk))?+7j<GaNY!{JX
zG)x=xLaPz!&K^)2VfpR2#vNeHZ6fS{m)gc{<-bF!wz$Qqac8q}dD_%1`1Du5F0!Ti
z9JikvrxPOI)9;d>o4gIn_UC_4jQivUae#5X0X-)KBZb#6EWq2*oCy5yRUdF;Xpu^3
zMK)9J(XCw5tYA7u;3^Nee}!@JhLyb=c(+@;YqXQnY%EF8_^BThV%5j7p{ZImJnG2D
zV=E|lR3UI&#hvxigcN&=!0v_Id70{Syxf-JpS9mXMu-jf4Qz~1v!69kefjy+WsYo>
z4#|an77?!txUnJ@IagqY#32m2cA_}g%CtxG#>{FVpm>cK$ZIwFN3b2nvrgsEr?Ecn
zDQ#e+`L)n)n_3er{-_E+7vCJ{Lhtzvwzdrxn(9QcrVIK1F6iG8Ui(+KMp8>2nKB5p
z6?Ou_;q2shRzj21!!R}AuV#Bw!+f-X@~&jvl4#X$S$2)^@BkPO&R=X~2Q}2Ox2;^>
zY}N<1{mN+=?gfyoU2Z^tBN#0QIfYm^k#Q-0CVhakC<LJt$~l~gQvAOYFaRWS^PixN
zn*d^9gAk(@2iYpope`9j7-)Tv=fgvZ4KjCG(5n9s53897e+CZrNT3s$&?6eeBfNu0
z48c>17EDH+Ycmhuq;*$k?H}m@T6}=aVp*WH9iYe-dnz<Ixw3Z<VlxS2X9#2ebwReC
z1|aZA*zrbG!I@dKc=T!yj02u&L1~d4KZGW_k~H#Au*X1J77C`suzj%D<3i^E*qSzV
zvZVu|s#J4G!x$oE<Ksg#Yy1YR9QbNcY+%fLdf~Rh?lBj@)aC`?^R7Ye`uaWpJsAKJ
zo2!UR@Sz|tM>ro#4+l_P#^2hxbe-<L_V5ob4h#1dvidh?#J`d!6u}#+BmvOqsd4r{
zL^q+@8@Sl=V6e&wp~@-YFP3XLtxQcsR5T0<X2+H_vXG?%`>}R%a&&VR@Ug2>=!)v(
zOFfRfA3k^k$g_8!H~QJ9)U(FLp7{H@>{geS>K`=KsYk+oiuq5>UsolCXr}GK?cVy2
zYyE7Cy;s-0@9VoAi9FyZaZlTS4``AfED;98k@~?NPxO&tz5>_SE~JK=3-4pWTiCQA
z6)T5YL2Aqa4u8NKxaJTme1;e2v&mb&`Z%fKi9g%eoqXS+Lmq2kx2&d}1x8YRPU8))
z*Q0W%5LhzMt<EcSvvHWKY&!dU@YQLb_exan(4l;3`IUEe!I8P${pw{%PE=uD#z?m*
ze}A)y#=qLk9=0E$%#4?T5B#u!XyEr7+^-*ztD$)#VhSVE%BiJMwR%kNDkLWi+>0y7
zOX_gkz89dNGpk!?-6K}YsY4+#FG5pagmzqFuY}&_KD@vWefoX?biK+F0=ul)J}4QP
zH<Gb4vD(@?`&Xqp(Z;26%l-s?ZxqX01mgd;CjuX>c=)SMcDR7;&(q~)m%<{`ui^T&
zkw4mF>%*xB;lG72EDyQZk+-%35a^@QhHDTlF)kYW%Ll&z6k)6URM46s0tIx|<yuA=
za5#&u{dXup>-qDE@U+whZ1Gh%M~l$4Ox2_}zIbBWpI%#KrivIn9VBIL>j3u{Htcgm
znbV{$`-Y>nhQ1ZO`)YPJ(Pg`~wQ1b$^>tgbojH>NeZ+8a3%};M`8psHpG;QTKKzkX
zhpF#*d{F#@ViQrNx8%{T1fs0+;Ap1%*Jy11bh$Eh&WUhIb<9IFvisBNfiq9!%fG8n
zAs6JJ8xH^V<s^UF_=b&J+sxeCEsim!loqzlVU;y2MHCnDh}VUP<aP=fM1xB1VC6WY
zfmlON9J6zZ84o)pIwojY?e&b?mRX;QkyvoO?~6U=fJ+(Ou1zTteuekOzuw^xa~Uh~
zI*pBex2T<XqX^$V_D4~r!rpom=ma<Xm~vnQFdsnH{cj)5vX0y6mtcC#TNec;q_EQ+
z{BjhhCDPKa+uFqXn_Tr<YwNGyC`A7I(WPBrCvl~>whj?5Fln$N<@~IL5vgg8vmfeQ
z^H1BBP8&BiPMOPK^18Z1$5nTHLom{&{s@eovWTHmmGN)P9bsGso$ZdT`^%-8tt>&s
z!<4ItUDMIoH9<K4hQF}Lwylt_t^sTwVYyAAth>+WMPJ(4W}Mrw2+_-Om(*d&0k68Y
zNta+J^1@iawJ-o!1$MCF1^8oCy-Ep6$a~H;_@az=qE2jD{a>xaNJNGMpETp4@84H}
zEz(%t;L|hWe<^G02M5-6>*m(hR_5ki)(k=^O?&kA`eI4dJPLG$+~du2ZdjBX7Sy_i
z4@h(${2C9|d)xc%!Nl$RuUp3SEB>pFZ+0x-F~4=9*jl4J+|69s&tTlhB4<otBu}Ab
zgl?`=tsU(hn(y0Nyte}HW$?*_5SW-Ieu09a8%1RUzj&Vy@u;v3;BbMBgk6kcfTrlA
zc&NN3-5O5y8V<{QZb8;!1cgolrFI;peiEgAETwL8;k#cicDcp@dq@4JdB?3sewX#y
zvYFq=EUZcfr;X@HZW>2=@hhyJIaoa-`P``gbob`@4{ox~STr;C(dAKnA?enq86{)u
zroFy-9wp-!)RONn`;3p0KKYS8(*0XuiF&0|_|c{xkA^)sxv*F7EfyxmFe6PTIcrHP
zVft0-f`QQ=Bi(txVlfLCEnY6YHk#6lGcilik53~trm))m!ols*`&{@lp*H?$?2XIn
zN8y}CZQYuOfi+!0j}>r53h}W}F~ZY=oP60rlKIlC<+2a!`QZgsd^Vp<cUxxYQ(&QA
z&NhQGcte|CMqgH>31f*I1DK6!h!oA(LY<rJ@BqyCyl?!1x1$^z=Q^}|KM7_`R7s*L
z*SylP*9)5AldbhQJyjpla5C|A8SAqP{ps)Z;kalU;_th;k({i7x;h}k!jhHz!Y2f#
ziGXM@`@m{hqK-jltM~CBSqa~rbysD0tJ~So&oSRCv=zVv0iAT;SHb0hcwH9y?0y^K
zhdNumsDk~yz8oJpX8wypuZ|qU76YzVXZPVKoYRM#eyAH|u;Iu1&I*R;qs31jjz^u~
z$SquKI4a^lHlknK)kcw2^zkyz*(xg*<O+&&3iicgT${;je!{$jKJDZe8ogc}%z*jh
z9urf-(H?i9%Z`3mv{=M30oPmSS?#Ff)-l<p`$5nXxX<=2$m#xMDe-uz@!w%x_;QOc
zx~$Bmy}{@9Je(8beMFmncGrJtD%G%mwp0;(*n6s8#wx<9N;pP@<A=2!-a14hXK-v(
zZ@VvFjuDz_ZD_XgGr332G<~da$C7U$u;!4dK*(ZM$@ehaGo84+b6SYYOyZCkQT>#<
zwBzu4X1U2Ho8*m=KZ86=6B&+hbK`@s<eb#pwqJoq)h$tL>GfUZNrA(KEfMu=i<zZy
ztX}XRt?&HI`nx)ho+-2v5qK*}rF!p`(W?^u0+y@fmXo>N6!LQTU4n~aygd}xAY~_I
zlNDGxzxtsXNd>Vx0!KcpWK>6AuV{#C@Hay4nUWf9;f35Bmd{(Qu<R0iIu{oJ2w_B+
z8iA*7oc@SIBc4)0j-ueX`H0Er%9miS7P$}wHSz$E3*(zyQ808ikun)4(UjZe`Pw#?
zxJvh5evUF0RnR>M>Tg~g*h>09B?u3%JUKprqdi)mC9@P0P<Hi$914U3)t}~M`z#>E
zXlX3XBp>#D__2yVpw7}u2yMfH8Oh&ZbCGdd$VsYGu7DhhPyeNi8Ys0@)~}*<$sgi8
zUMt)z?0d`cjH5q9DHNnma&~&|;p$TRLsaCqm0fAs@6`lzJUTt^U_3mm6^alZV-=`f
z9#OZBp_U4*9?Qxp=Yuz-1A74E`%PFNi)`R;z^pUyO)N#1f{dDV6tW9P?fc8s(Md#x
zVr;$?iA|LdOy~kT%Jg6bDK)k1Exd6|u5nRJ!Ial%`z=JT=G%hgrZ;kxbT(@_(sx(p
zEaBqV1*9(FTkAXZc>`~57ePPO()vuJ#{X3shCBHm?3&YOxF<F*sObIQWX<f<ROK6N
z_5PI?%;YWmUqr`=u3_siTk<X)QHys%?b#ORL@un)U08*(;u4^-cr^UOz|t206rb$<
z3=<lJtDJ1Y*r&yI?M=meRb_}gdAFgS%hxO47aMwh4VQ1Nt!1W`=7glu@srdn&~Mjc
zH_l@n{`^>R;cBu6gacI(dXY1F5qgP8d?hDsIb}x=OXC+-uMQ;8oeTgHLcq8MO_Ptt
zjRCIdSSJWpDA+GRjQKxK#K&B$E#&IwBsC}bOS#a`10d6S!3T#wkOsGMJKufk>cH24
zgllh&1$+vUPYIyDg#o>q`8W97XrORTLct^VhsRg$5C7GvzxA_l2<wFn$6N=Mxj)_X
z(cV9NwY_f~-3z0~DeTDiQOH*IWdW*m@N(zJn9d;r1s!m&r_|0sm0}bccNWv7Be?kL
z$*>ydu%6VgV%i3b?_VB2wy{t|9l@tgiBSR}0*Vf1=#4o@54YfEMKKQYP9U4FGg6dh
zNYrMCk~93RGC4A=7p$1@nUn<@yJerv!lq_KR(PO7ambaA$!4(2h1t9hxPV3Ima9+N
zlVM^GZ8Ns*O?Dojf-FBLyVgNYm~~TeWQ+r47UWwbi*Eh}2jPcc5czNxX!kgF9vBHu
zr(=-d6>v82Svk1wcnT#%x>DdE15<#B9l(SjRlYTGQC){>owOSgqiKKwb$p8J&^GY0
zzzVGJlNiVw%Ry&z+u-XpsL1}wogPiIm-4=f$xw;G7B=<Dy!o1A;5CThxBu^Hu{U=6
z6e!?1)&fv5H~6^HykcHApzj@8y7~tC+B(_>dItHt+yN7*<t=<H&^SsQR;73Zv4|i(
zGV`vOt!o(fH`&`XSX)RF7K`F@1X+(~AF<I1sg;^qw0_rW7tlE$m>)}M^z^`An7|K8
zmB50-gUyVV1B&2*JuPJd1$7J+MNAH`XafJ@dNB0Z_QmblUOlm|8AX~cXS7;-%-4a2
z`hVr)6KBszBAsgM%a0EJ{GPnG_CLPtY-7Tek-GEt04x|shx3z@ja5JQ&7Ed*GAkAS
zW`s&gk=EBS*}jvUns=*ZQe;lmbQ3@AJ00y?XX1(?OZ{&hv6T~r#~f3JpX7qY0a9W4
z8NPR~a*iDj_-pi%56XF#w2f+8b7Q`;U5DkC(xPk2O1(7Q2bWSOeCw=0d%qwvFBu(+
zr6&yCYfH8aT@Sw`HN{t46wNb?x`}2SzL#D8`>EvT{R{u?X=LS3g61lcix!c^a{(>r
z!`9=R9Xa8}b6L{LYXyH!8owRKwux!ClCo1B&-H@W9nAECIF|u~p+qw7G)=7U1wCe8
z2kw+MMy$Vhd6B3AW`Xfk)xLb?$lE>@m6wOoQKswp9HkQgL!egQs-k}sE_PoS-PwtF
zyezQiRsEw!StH45|IT<N5bxMX+wtB)z=3tt9jQ^!Mry=d|9muQbw;U8$=)WZsh~74
zGhI|6j^Oq`jsH=A9`?;SB<w>dFI}p$S3qpCKY|?E;~rjV5eQ`wl+J%I@w_?t_K}NO
z3=7mnD#jD9DdYx|xNT>v>{ahu{apV6vsa?JdLMixEqTi6CTjy`?&nHwnPF4m-}~{S
zqh-n@k6&HS&=tuk<=C;G^t$-<*SQO2G|H(DuJ(aWy4hznRI5GGpW<5?ePn6F7fp-z
zBt_?9l`CP<V~clYop5sr3&xdTEGjqMcKefstzgrW5w;H;V`|jPi+-PE;SNLbuV}|^
zC}cSXzAgCH@x!;VQLgQMocmr%3x04kc4Q0+iAyitFKsR8KW%lw<N4s~r*!v=oyX|O
z8<5^+u5og)SO4@6|LGC*_OhL3yYi#gPKytFo(+z46QXIt!Vq&qNb0`C>)_}`yY+Wt
zQj26MCkySRk2aoKx6KYW9Bj@!l|I2WQ0$jsVMZfU=+}(`eI#d^A99D$^e{`bvwczv
z%U%%|y0(+hA|Y<m?527BJc`y*RWL>yH0VZl(g+3k_96I4U|Wd&p8_EO1U4+>XxS1%
zHFDD<LgE4i6#lB2^^Y$0%*}WGU78sh?3|sR8ylHkm?L}(ORwN_h>RR|caNwI@X?wz
z(6`{`wd3Y~$IT<0KsimdnMn0^$L%@YQ(<myR_;_5E>)b!Y<7-ZR^>_kq$ifebNkf*
zg}<gA>{1)<>?yYfLARB3BDq<SgPqu?NI$YA=1#}a*O%fNTaOGvnjT5=`SPoqs=L>x
zmL`3Dpz!>;f}EUsW+mIhGIowUmH1p$m5#ERf!{A*qzG^$l35hw<Poutii!Vy&i|g8
zUmQ{^ktUE=Rc@YBuxnp_Y-dNccSH_bNu!|vpw!c*MoT98<1clmO>_w}+cOdiB6~mL
zVPY7`7*~&1j~$P#?cUoI+E^4@mFHP^7>wKSq<+^gzYxn%pL;z+fUU8$nn`*p#|(HS
z8eJxVcKKf-Yh~5(@6RXc!)uH!;+jf}o9oM~a;n>bpjcx)3>ubNefc$araEvduBEUm
zJp{$)<=QUrq*a`=;t_8F&%+Wnu{KfRCLwWY!S}`*Ue44kP~CeGd7m1Ed!oF+p>>7*
ziQI(`@wYE(ie{<C>?-^!%2p%WW~hRg%9NUB)s9WzcFvROvHa&Y_GY5qvuhullLh`X
z+mCnZt439t`MsGewPbk7^!GdYD+XW##|ky1T-)i}<P@)xZnpee(3-X^TYDcw;SGQ4
zy>lMk-v)F)4h?l+G2ZV?<wR@3(AUGU(PNDGGI+q3g!z7FI2PjK<90c~NfYJoaWnOj
z9ni~Zj+Zfed0Fi@$AZhgmn)%y%&#$f<0DSY%eO~^hsRlq=+)B-81vuT)zuLgAOfxR
zn^j@1_apZqj*DK-=UYK(Kh1AWW-63D9pP=>+k?Kuz}Wo@I8B|eLz{uI+Ry81E2#NN
zSO-ARgk_@K7zpJSThTkC(VAG^4Ui?eC;oSYf~yaqWF6+H6RI^>+wJlF7`*Ln*Wb|}
z#moYIBI|Y6e^up&IofopGDV=e3v{zyOOO_!I#2IeJY1}n>(8a0WC6N-&(?JCA%4{v
z;IR#mK_DCzGM$WsT>nONZU&iFd5VoWeLg*J`p6HcqtV#_QKQ|m*L?O@jw71^u}2l{
z&MVp9KYX%%Kl(3xMb;+<9rA`svKSD%^D)@swryTy7JkmSIG?xMt~D65FHK+4l7013
z+)!6i%XH$UzO<g1Fa;NpRy^&IsjQt>@4+~gtI~3cn6y*2T|>o>yr%L(mS!$~VJTTj
zjyJ}yR1m@KS9+R1v0f?*Dl>SR5Yh1Jf<zwLJv4QdsV7s_RW_w#XPMftO2~ib_T1$o
zp|E-6+g=OqN1UvrzbU5}&f?<Ebac+l)o`y`^NDxF2Y$yyeog><P9#v#A3s=09lM}-
zI7mv?0RL=c9Pq!$9q7ghe8hvz63nMg@5T&9BTEVg^=uHfrNu!^1oa&;iG^N-*RmuS
z=$?t+e{%x}i}m{rekt>K0>woo1cYQEm!`xUH)S(<+#sWn?Ly9uVqs&&dta(@gS`SW
z5@xlcqgVaxI6UKAEA-E`4lpsRL_HW)kK!4P5FFFwA5c?M4+99kT)&4Vy9bwM76%Y%
z*n3ai-lYs6kLUur0`dL>ulhYPR8%oER8a{Vf@|qo_TbU+4So@Mb4hX!b|&n3p@qT?
z1m0%Yqn-zP>t+`SjAy$)f;7SoKk}Wv#!Pe0jBA=2#ShSEs{akB_yO0FWpzE>G67GK
z42H+*pFI9;v+s@PA?EDq{g(yU?B=)Mb*nXGdymn7M{mC|C`Lmv0o~q$5rq|lO9)?~
z_hZ9g#Rpw~{0A?<V4;H8Nuc1@|IMISCU4Mkc>8cL?quZW5n&7q4^9P@<OyJH2IBB$
z=Jz0~XV2Y30_)pCa_W$Yp%we0nwb1|vG`xOr{@|g3OIc0rn}YaL`)dAYM+ccfQ~2u
zs|lg<2_#Z%Yz>C<105vtU&X8(=oAu_O6=`UBBd_|a(Cw>QKumY>V`W*!K9d#k`aIo
zLj>%aJO0g#pUG|DLI6A6VR*NuX4-@LEaokkn~|TSvERHgnhOgk-BDm+SOJ>4@oGdB
z4C!@$T;qzjv-HB&i2t019I#s+>It<YPH<Dqc7kr6wY5Ia$@};vT>o2|dM~9nI~r@0
zMpgj0>aPJco<g5P{aOCOfH82v-ZM?@<%WOk8r~LV;i*TTuy{zUA&PZMjdMzm;qw>q
zxB#Ka$c;^yeFU~&80QMe8^=#b8Sqh`cj9P;y1gtTez{NlB-6PrB=LmvWM0Js?+5q~
zPB!JOutC#!lB70u0N^BIn^2Sbr6=_(IN4uFt(yHBR730?Zm(P>ZIdSdvN?{MlqxgK
zzxdqK2@lN*K7}w%wlsJ9+_9l<g>i%_H{pTMumCz?Y<3(n8X+kGa}DVS!3g#f7HEks
zFm#i(Nr=38ZorP0%kuc490vP3^yA<p7bYC>`#)cFvFCzbRUr#Rhz`3xzh~j;a<}l%
zh-~ki_-LnO*UaOdUyI9K!$ZS8BRvD-zke&4EfWKG6B+&_()eD094!poRRH{T;iLGH
z&TJr0NuvK2iQOs3@_T{U?U^JC^f4_G!2|t`=#>XdSjZECKxYJ@?H~n`(8hMvQU`FM
zu(KeQe}tVP-ann&0R_SuG!W~np)RTR9e|NuYm|oZ8k?LQ!-97Ual^KFhRqri0DPQ$
z;90KxnJDX1BeIVi!uTQi)v;{dO1fhUe|Ubmyr}nA(SQ5O+jvVwdoZ`@Hu3P#u37TQ
zg@;q;Nq1#V+h2uNZvyWt(tij0$8*ceuHUP+g%q8}Vl$5(nwo}6Ns`vpF+18logc?R
z;mS#A4H0xOOSsfltlBcz$_7j+@Z%9MmqJ7hTyPQ?5n~pDwo+I(TKd%#mXL*C59*V)
zoPb_Xowz&e=K_3#TqA#tQ-4;7Iw>2WN6!NPQhoO33BS}&Jg5?oF*NZgu3S^`-5l@R
zTUQt3OtsUjo5_0TBt1LlmQ%K=qq$&}&2lTbM8D(X{e6EP`qk69MQZ9<k9Q31!6(n`
zc;%a%i}#-Ao0Ww_8Id$n`+^?RW(U}vp&>-A7YNz(<H~2_`nWDRHS}w2UrSY)6!l)e
zuR{D$Fq!L}nFx2_5~xcywHIvtqy4F^b>o%E`0h*>#mGlx23OK)tD~~#3;N$$>O}n%
zEdG@qybIUG+3Ni`8s>bMv9(CPVR*Q$wPBTf<VbOB%l!V`j%CM(37r}(?ca&<GYR?J
zU%m{2!zaw&Y9bVaAsDQ@H$C_v0#DH>+>ebK!7woCHaED3-4N#y3{8r{{i4YdtK<lc
z!SrzW+-w$+a%Q>aLrIUYPnd~MXKjwJo^6%%s~er&t7s&WQxppRNJsf(`3kh(bx5^;
zge~^;3KBo~kmNHz*5Et3+b+!^TqrZVAnx}*_0P)CsB*i`Blxn0*+$c+%*G4Cd*#w@
ziFb54@~hnVemByCPUBS)*i<Z2mK56$i*Fv5X7&EGRApkv@ScB@sct92V0qrw{0ehB
zTl0_C@DMitX=X8TPGdSz3>kW&(iS!FHn48pXe|qct)QUU=<o%8Dkzs(7KNb>b4Brz
zreID{RLWiO{bKB3VO+ba4S%GgjO>L-T^@W-^O_z}<%JqV3h=wtoK!?POF5h=usO+G
zKfRJ_m`~Tz)UoN8kvsAmTs}(@+?M<D8ZWQZ>YoXUcPZ`Du*Le<<O8&pP0v$tAM*{Z
ziL8vls@H{z25?I$it3Cs@AQ5OPGogp8bq-#jt)${4b7F7lWB3T{7{{6=lVvsM=nm)
zM>~f^M=lXuG;s2{Uxr`_hu+n`rT-?huu*wbhG)sOM_I*+MW1!Wj_NJ!<kJQi&Kh&j
z-Oz!;RVG?1FbaFQ4)bCT+gLy2zQ8(G5A_SvyNe-_)`(%0vhbGU8^6;A;*xR{)Ny1q
z1*+qE8%Y1`pt<0Z%=*ZZ*r3k<?YOeu;K)Nr`2D*5I}4}xZ>+MNx~zBY-tQEb+H!M0
zrlO>k(301d1FBt(<WdDR<7253lL9?!W9V^Jgt=57*bThc;TifSJk9v;Po{OB+~v$_
zrN)ofx=<99GDcQR!u`FLjx*v_fKx-VcXnA`QAT23<BvojO(8H8)BD@z{m#46ecNJe
z{7xNh3m)!w6I4^18`Ez$_3{h!tbmRJ^7kL!lva1~JeDt=cw4MWWH%7@coTpMOzFmn
zOzQoZ9zPR$Lh4c<eSZFnn21{=%wb?;udFg<dR{cIz@@g);(HD?G%V_CTu4{?S^3mr
z@J`S7Y^`=~*-DSmnZB7vl8-(S%Orgz)qQRf?}$YXZQ3L4GuGw1xMv#a5(3U?x|A&F
z>m=rv8S#r+DdRe+3$Km-n3~L+m|+iho4bx^sq)iO5R2<yP3yb8O!m-Ea?_)%OQxz%
z-1?ccQAfR9Pq`^d^HyxjddjNEpnxNRqnEP(8MRXA<}-~EBFG>K5nmXwKxBqNBIS4j
z*+OjAgjtdZ?kPk+Tyj78Qas3@<5$k8Sf0$j4XJ&qREv9O1XI=6+<9N1?+^`>VdM3{
zycHHaeZKl~Bh3!cyz-|nQCYlPf|v)2C0}ml=eGW9-KkQx&f)OpZ(1eepUcr$Q&{>U
z=5($*%TyY@nW$^_O7dp+W<4wY>4O*G7@+w}>)ADGtz=9f6ZNm_3#Kc}Ip78#a3g1c
z?n4=16sYe0Y}CpARTjlbHw7LXb;3|Ayx54|7`^BRP<Sow_njj!*kTKMUtI+l%861!
z7or`PS=UE1`aO?j+dQuZeZMzhb%J7iJFs`Nj%3>Ww^v(DAV-U+i_u84<5!^^K+hr$
z_J2*aSnCn{?SGq37c_rrp(2v6Dls10q02&;la+-r|C_zZthVdxB^%h%&Bnb6tkwG*
zK8wI#yYq}CA_#+b%wcbxX2pY+Wty(`kW4gJ_D`EFA8xDyDmMbL{@a)x{oQ~1jS%(R
z&$SERKbSXT3`E#|SlzKBuFA6-$7Zs>pPxX8=J!~s-9-g<9ZhFue|-3Ecj0`T8rvq8
z=WC~Yr}ZY^hGf8#xchc=x|>PQt&(onSY)2$$ERBFO_kZRoTvg^hpH=a!Grhdv!u7f
zbs}kYg-`Uy2y95SVrY+yWL=#v7I(|GM-0V0`>Kr|o`af{7Z{}Me(eLK=E=AZ5~!do
znoc;-nd0@wsA(=m%H-RhG`e}({crm<k$;F~2o~LbsafHxKl|w3l%CpB&J&!@molCm
zldPK*6!S7J{$)bq%a~Zu8*Crmjr@(b99FRf`04~L{9!Q(F^|50gAq_3=#Ktl!fcuz
z_5cg4Gr3oWl%R%pVL^DoEw$y<Eo`>3LepY(qO`{JY9Xn>Y_1jD+ClSu4eyp8ux4J7
z6i>M5Ly8$Rw8UD#<=c2qy?ck?ESq?0p|LD@)`Z3VBz_Ml#CRGy<--sv*-(OO?DyLF
z5v*)nf~>jh{5b`DkdvU+Z*9@x>WbOQAKq$d=)8SyApg<vgO$Z6Ics^HSB5)!W-zCh
zoSY1<BDmrv3PwiEXGGRDiimR1KNy|`VIFyh%!)sj2qK#bY}@goqC?s_Fh-4Y74%PC
zqoZn-hOI*uH3UBqr$w6;eqn|>QQS998nVZ)F@nd+T~zs&p8)gLli_Uq$AiB)%Ki6-
z?0RU|dsh2xBDJNL2dIQ4#OGo@uc$^3I?oUKP{fOOxe$H(DRQBFVOT<Na$MtE8hX9=
zlUUL->`Q2<C$fIbVVlC20w;~LxkIn-!%xJkB_DAK7n=4v`o$;Pmk}|4Nc$(&@F^%(
zLv2nVCx5y!BpMpgo+v@Y683W$u<CR0^VnYyc~M~?9ea)2Vo&<%Z!R0T&^LThHrnRA
z{%WBeJ?t88h$*9swsVIrC5=G>6z7%kbAwmUp1%kxDYhICsu!ugsLvulVoIQAHcgLv
zot(U^{aRehOl1Dm6QUm2eA*T(I*05O!h#L3CHBg!r}P8SxR>o%_n-~`&OA)Ob*L@p
zFq{^O!X-L|yx*(mDgEv?_1oE6=v7@x{4N|YvjL8hDC$QrAyoEIS1QEtMh>C{BE3Yg
z|3QD!+o?vey4AAaxYgp+eS^w%z`xVc`mLNnR_7yBn5=6v4a#LZAoGMu^Mj8h0q^!H
zXa&}R0*uX*Y@FdbFUvl7F1&z*zVEsT<V6FS11!LYgu!3I7R$yUZq2k%L7~1!lneGx
z(uirwL~V59Sx0BM=!XUQ+!RLK3%^xsr+imX|C5b_{hBs*>yviU?YIGfaQ1&$K6bRZ
zQ|eBKwjUydh8?wHow4f}FV>s%fZ;l2*D(VyDry8EQrPDidKc(>=AFp^S9I>Md+vx^
zuDbghHHrU(M)NppyCe&n%tP~U+iy*G-kYo)X&vqAMe@NH>2ZrhK_6=gygk$|jvid>
zl3X1Uf$+MVgeIIMe))^e`+tgnE3pIwf>S<|fdd1v@ZR{z|HhHWXS3R~dzTXq00x2)
zZ<X4_L;S(aktBHKI8eY^9qa`#4H;HmukITkY^Fcy6`q`yof{OVmYhlfG%ukGQ85=W
z@ee|x-wDvzj66p6GLKZ#a(Z!Au({#czq_!(cnU!|C6y&5g*n(rDA?Vd${h&xJy9ja
zVdaG=(N^nJPq5%2$-pd0tXQUxzJVTC5~LA3Lcw^SzA?Q{-zI$$sj5lq+qHq)3Ge6;
zEne1oV6TTmHvwdHMPH+lG=3eZpoD;!h=3TzHJBps46>H9aH-Ld6$Wt>Mid8<tAAn5
zv(6r<wWRl=GkPZ3U~~6bPr2W-z-EL?z_+5_QQu^ta4D1jUS@&dlPB>d4(hv2vD2~E
zF*;`nH>ec^x+5jIWMbZtnppO%t-7*xIvzjD%**(zEGZe~QOmS%E3-82)57#zhS4sl
z7&LF;Q#(WU-({S>47`G!0%C*SXqnVEH{t0qc?7H|7@=q4TAqZviqlv*@eI%F#Wa#V
zBj6OLdTTE*u&9$#S107{t$j2a*YdXj-}@KQl|Ch`nCGdXu17=tnyv5VkB~hI^|~VC
zz0q2+bUP>M<vAZRuCSw-p;m{Nck|18#{pgp{bDDLv^!p*6fN~Mw0;d!<6b}VR^`3_
zejaTiGDXNvW$l;9%$j;vmTkSVxo8|Mb!CDkZZBxRvaM=RQ8c-ErYM_WYR}#JTjxVg
z-NqXRI+}Ua(VtXV4*ZgTb(~wcuT*?5k@FF)(<M^8aZ7wrCRwmXHrKuV=YFo1(n{SK
z%?gZZI0w8w2WQgu9VoV$CHvCP$mF&pT-|B4&y^23D_EcF0zm|DFFe}-R)xWr=39vc
zK=8sS+`hFzW|&K_PQ@#qLyL_N9b`(&h19pM?qvX0(HZpP1XosFzQ$^pyaHne1T;$~
zl38F9@Q*ihH!q#+qyOUk92s6Pexy9`B^l4ckrZ@Hqm?=-;lBsQq>y>#W?&XoC8lV0
zf8P(9p}X&*DelD9!vl&aueU{(mq@;0HilEd|0=X(`a=C_p9o(m|9fxNR3)R4YHhE6
z2a4c#E>moCXIc(Ng8ZO;K1_RqAGDjk)I3!r)onG^_({W=`6)TFwWOqTaCx0`Y$xUX
zFaBPI0{mZ<^Z{HzA=7^dRTI_3f!Ty*!a4hW;#-<t15M~pR#JxI%Ee3MS$Pdnwh#N9
z8=AL{l3Us(Hp9QhG3>ZJmu9pe^72eKVU{Id7m)^O*0DBT$+i`pP&X{drQL$?V+R#E
zPHMZiW>K_PUTaA9{tYYvQdBS-kP*g_3xEpZ!L!L(hw$MbLhYz8W3ts6c^aWDANrUN
zQy%8G-Sk&7ddp}o(zwv+s;+&_O`;eC87ho~-?M^ycuycG=5W1Ebw=J5S(_3Q<`+Q!
z`U(s|Wh$>1LBJY<E8As@lez)GFjH7k%)lyN0~~@=0!6oA9T<6qX~Q%tt9&QRH?~gJ
z_D%%xIgjceDg9UZJa6umLzoItd)D;GRKrw*T3$gzL-%#2Tv6VxHolQn6Q!xfD+2>X
zr5Dfy4mp$@^Eo87n*7tR57fZZP9WKqWIdVA^hWw`Jj!=M0Y{_=-{!NrdKNV?;0bK^
zEDkjZsA&z2EXey7n~041CNPvTf``|IAmRe6%czr>lDIR8>DPaKOytH%NlEASv@noZ
zSNnx(Y@Z&bB~O^}E?4c&8@{H7dK`5#qdvt9$AW^bH^u9A4)m)>3G@eMlr%<Zu@kQo
z;Cd!vKl3gw(3$vunQ9hHl<4<A+3^?ylmB`3i;4Kh>uhU<_-Yp}S8nw`eu_SR@|MB2
ztcLD|nmT@AYPx_zr=H35Ow6uh&hfT6^VV((Ee@JSH(WOt81d#pFTVz6&QGBGzUCyQ
zuFlNI&NRi=-^R||#wIo86s96WO55hYE~TDj?oDKtP8|J;JNmj-d6rvQ-4zvws_#nQ
zY8k#QpW3VK`MU9^I(R3pAuP@??EBgE$zJ|INNq}edQWEVznrg&-!3@Ljd^I?rv#21
zee$ZTdd=_lVk<91ZpBCFmg=4RDmh%Q_|3eWr}sl=1!USRdUyHl#vGTOKkZAVbi#jp
z91(VQ#^MKush35yH*RgrxZ8Nxw|w^;nhug$dfEiy<Cm3my^cTc$NIn`5vn-`U`P0R
zb_J`_@Avi^tEw{Z_8v$mrr$6sl4AvToOEx$)UZUaJ~)AR%HFM@XJPSckSA?^KKmwk
z%uqyEYntZKl9$hRU)};>G{NZvsmU(3UF=*Q_In=5wz(dk{=I{09<4U`V+eaRJEXHW
zDHLU~D6vnv9mxF}eD9MNfY1UP^a*S^2n)SRVBm*!y(%7M0uBx6Zus&K7T|w<v9IZm
zK8wH0^7XoEhb=z(uXOYFC?niC3J-O%x~p)^v~YEqW11|7vY6ePT$sT{d?3CCWh=)Z
z2N=v*J~&@Y;Fcv}y{-1&-0y%N`1l^p;EOyNrGG6mK~&tmpD}`v<+FD(oLXvVD6=wh
zy8DF<P*xZY&EUS~-4Sv;EPvZAl$LMlWcHPsXNWz^>2_a9Jt&x~dFO#iy1}ZAus4-x
zvg+LFYYeipxvZewHJ1F1Hr71vIx4)$hz$Q^l1%Jgl_LE8{pi5_jmQiz4BbLRLbop5
zNq^3G>Lt!>*-#ZdvhIIY5Ud$VbQyhek-oP|zp@7iwneRpp{*P`$nWCrwZM!f_8o^6
z>|6gODv7KKTdea7L4u*1=+xZad%oY6+W0T&snn^cQd(ZV)HBf6(kbNS8RQL=z#Zrq
zP#ub=3}(+|fr8}}Sn&LUB7DB6y^7d?u`9+N05%38j3%B6FV+GJC&&L-I?re}AFz!F
zA=HRj+8VL<sy!21Yt*h$yJ~N>iB(h;MeVJ%_paJoQEC>o_l{9DBHri!zOUm;zTliV
zPp<pEuj~31vQ+0)Rg``GX<;ugpJ5D=w+oTyH+|2?%&xG3f&zBA5a-w{;Bfk370ihN
zQRvqwl<*HPS(y+m&vQ>dmK&$MlBK1w5)!zEkr+#=p37;;t0qJaK^PzTW~<99Dy0l)
zC5yZ+oloEQlQ4RB{k>Q*D&)T-$LH%(ecaM6_-4^yzcL==O2gf~vA*HyuPNKoa_-^b
zXJHsz(kByL^1(_GbGXB@ZoYWJ{gLJ$dV70Rsk0N6RYvhpP{T_(E!6~kKwcp6LlI!`
zEE1LzPm!B*Uv<5+1Nt?z>0HpMdQ*zR>6Tv|fHznEv_Dr!3O;NBpA5n+V%Pg4N3KYW
zP~i+Y8%w0Z>SAkm+3p)k942h8<erkcfdefAe}7`w7)mwQbv5_>FpAz6S2>i+xHHFJ
z{p0l5amTVhRlZ`f9{x!w;``w?KTzy8s;V!Wb2NpKjX0C|R8~AkYK$S+w+w^h{~)gd
zk-C0QdJkj4(t(B`NKwFhU?opZYRAfP6rMV(h{3w{0>aGMX&k2NigN0Pa<5div!aj_
zI+G$+8RBWbZzcVduQkS^W4Sd(oH#fR%PMFbO0t)A;NRQrT~wyfaYeXvA18uw{uAfF
z^n}W5{gs1eE*5@#+V>cRQ~rzHVyMHx(QRv!K!<;i%MnW2%F8EMhc<C>T{<|VAt%6?
z(2YPj7T>=NZC-{f=#c*!u6JvL++o=e8E1G9CFXSkN+E<^3K370N0^UGhK~*>5yC%*
zb_2RyMB#Uau2II6VMe}_Mjw0^`@SniX&t)oen66wt=0aGe>AcN`~1HUpm^FtDV%!?
zQ^EeKA5&O;K=z5S84no(oaI1VfTITA4RZeBF}#_}y!in`>QmPp@<Ze&DDVe6Kim}x
zf#LY-h^MjsPVZZwQ8wC(!U8I2WM(3i`h+PS0*3>pQ8{dR=s7gfy=maon+*hK5l>^p
zgchP#V?F~DNCI)-yC^!U1iXj9p4uf3+w#-;>x@l{EDKkBe8sGfX0eSf4WCKy<rGbJ
z`_c{u()O|MNo}8B0rXpoWGm-H2ge6!g_Llmsw91^b%w(c8M^Y-KX<R5;QYx9F9HO8
z2qUfqfsAEG2;w5@mPGN2Sn1{?Fdf{d3u1(<?`->T#^e6xQcw$s$y(6M!?3&Yab5|q
zok7(E?rRdJk!g}b^rz6(ieFFG<{s@&Jzk$zJ%uWn{rq-J@`%s-nWm`VrGcgB!|s&r
zj_o4)q5(c-WfDBRS^t}&1xY+(C)3D>CP}5ZXq<-J)5Ko5Kq$w+f5%Ev?0iAIP%S1h
ze1V?4kx2r6A_OdtI6f>~G9=`QYOUPr-=Sd=NCg%G8-M2%-D~KowJb>dr-jwdEG;%i
zRhHDT1sxtOpxQB^7y(lyh<=X_hXIjY{Adnlu)LzSp(2?B4yPb%YeZdSY->(I%IBh-
z;!pZ5*^ZGfNIBqMwy(#z_)K+Pb{170jV<Sx_Tm_xhq5qST3)TKYOUnwcl0XUsW9T*
z#uHyK9Gt*s=a6m1C%$5e<EK?WH$o5%VmQ|!X;B7W&fUJei!H2t%ds$Vrs{ZP`TDK)
zThKK9{*QmNDMzKe?^vHtCm&Yv;mt?UZQ;TWYZ}FOG_V7P#(yVdcF2l3n`-X2W>In_
z&e;|_4LzGrOKO!63sN&1XhK)ey_1mo;Ng?HdBV&6$6PzGrtHE^WB$`ZjP+lA_Q#Hz
zB6B(RmGDKtAKZQ_Z#&grwXL?qn;KwTjkstsJ8}*vZ$3JbrL^#MCuUzhb`B~pey0`O
z0{#I#`b)iVFy1_qb5bI+LQn?)J-$2q^ft&ns*qgNe%sW3<`mFB-xTBNyhXZW!uW$P
z4|E84bjJF3GC%xmrZl(X?U;xJu=k#oO18#?FGO}2Tt_8dr8ai51--D@zpVQ*rc`?X
zRN)mz@jSoCrjxN@nJyI?%3mI@njT?WT;duYX8JKJJfuFZ5N|)IC8A&CIP$DqZIZID
z@5{TcLedKcMJ0=>=cIUDec=3mk-*N7BjJRx=)rqI9Tq~>*f072-VZ&*Z}2E}Jjoq{
zhs5GM@TiM#{)S1um@+x57T~^%?e+b6*P$wfWOBc|tzv9BramZ+9q!t(*X|thxdMo4
z3vwXKBgMRQx?pGf0(V)z_(<{C)RVdByq9O%j+d^F`8`Z!pw007d)2oz*QsPDdUTtU
zgq!CraZjqou1=xSNnUN^>$Ud#u<L)$xqf>0M3_($G7W<rR67me&Ig+{icbh&XMpI$
zcm&p%@3UBri{QxNPH?Wr$%fyvb>ZA#XY}>X8T-j6<g9i$)cU~i%OHt$4LUx7U5)(}
zubV`^`5kVd@<!RGVG@jw`F-r45X*vRb)Qx~q4=3QY`W{s3(`tfbfC|323c<?a$vB>
zAGI7dwbwqPxE1wy-Quzqo>pB;WUl+5(fnzh=*%|1zYXiF|Lg*Op0j!+O3{eNtuU7x
zX{MYFbL508vOcxcwIhD<R>np5{_v^%j%J^DcGM0!dJ86A^>94b*AElAq9IcS_IvPw
zL)_(4zMrIJ8Wqko79QA=glxGnC1C)|{+Xa*{DmdKl^ph)W5st{c2+TyiDh~Bc^uW1
zRoFG5-*V!<hE{#fr?-G6h|X9(5)gSit=B+FCA|4s?+dFwf?qzdh>N$Bjk%JMy_}Q3
zxD-}g1uNuvp_@RFlth*CnLN3WV8~MJfj%c$WJN?rOdFM2?~Eb;#Ozat7`1|2u`Z~@
z+LQ;gyeD(7P;U|NT-?|ZagO=WnY2Xd=n2tP0A`OUh9Yx~hIE7+f~GbtQautlq?jw1
zzR=JBkdi7&+Alv>6>}9AvlSMzy_471d7-3Zt~9BozhI~_8&+ypU3mPag3ivC{%9>r
zf;W$evq=Q*m{;fJ?Ri&ld}*U_S6&3=f3%yvGB3KIH>ayVOSDZrZ~t!i)LuJZySpPa
zhtGw?z@X?x*<an6mrCPpYimYZYYdSI4$HB=Gg0FoUSc#IFH>7~lEU5Ddhdu3#p9T#
zi`;}a`y){%jz!IL<A)9z^Yg;>h3?7$8+ML&Zk|V4)_)N}`bbkHB=40=a$yOdg0}v`
zOQQu{vuPup3A41ttjzg@&&H`adPx~t*|aaS$zLXso8&&6OHQ9iNt!lIlhjHPF$Veq
z^Ir!$ZuMMd%zfWaxe(?%aK##ocq`;DHuh+t$!;L$>p4k9;1PZ#gJ%1;?LU{q)ZQ+V
z&DI;~&QCO*O?}qK8VALyB|7|$PQ~VO{<LB)E<f7(ICr$TF3u<bna!o!<@Y%E5<yqY
zsBhv(TGbF>{eDB61ck+-juxpqzI*R|_u&f)I9eBT4S&)1jlU}E8hyqY!qCy;zkT3H
z-Ej}Pit;%Q#N_67q1SK68PHc-g-=#Oj&KR!FtG=#q%JbwJkNg}WkMMdK-vbP70}}O
zkD!M>_~vMNymN_tWB3Jpt>ykowy#~~-?1$A)f!(Hv^f~}G-^={6b!>A#qYu2_|={n
z4+?Ja*&vu8sgVMd|3^I-;y(1O(-%e84-bsHj*4GtKh1T7clc0gKG3{O@*I?v4!XLd
zfGkVY?fd|?@CdZ!4qF&fyyFpp9qm%h`tA*t$}BIu&3k@L#Ff^#{bHhwHDJZCA?Oz^
zDbf(i(W5n9*KyfzI`(1ViP?dj@t=9LGSt@uv^eoSxB<Blo3BwHDW)(=-;MP?U(6Qj
zl0!_X_|G_mL0NL{#mTa8x$AAuuXeQ^TEp7aRW6hu)`yRNi{`nF_RFY@^q`Tb@5?lY
zhJRL?yh<GVV=*(Hk#j#YJ6tfMBA&(7X(DZ}8<3hlix#@h0ZQ5$F3Q>-f!^wh9)@mC
z39b><gL=?Z#7hVR`x6ALE!(LLK)%x={`U9G4E!ND6aYmC2-OJ+)`*JM2v0W)ObAU)
ziC{r!^YRUOOxbiZv0jI<>1xo`fJK!4YxHxgKu|_hU}t}Uz5etNtVKGcNJEP66cZYy
ze0pFF%OX@{P!$781-9?IOCc#Ck5u138+!I17t#dp6yl52$SlPr(9jprSF*tsU`qiP
z5<lZ~pFn~}hy+n_T~E^0??YGrsDiQgpV1u3E4)fWB4(tqX@Tr1S`c;HrnngS>ccfe
z9)+c!Z{f?x2ZLeZr`Le6;2h6B2qnM%EBv|gV}lGWk9^QlA`|xcl+_Q9#IgsI4j+Wd
z2&aA!>Imr;^b}wF`HC<6PJi-vPaw^~OX*Pt%WgJKIgq*8G-d&7m~Q&Z#Xbwk!Kq-{
znf6tQ{Kc(CN_zze2yiKq78@G{34y^@`>tiIFs9e><5<%}n<TdG1C3?^p<h%6aCbkg
zUIBREROISZr*GAhD067^V<wpYr<Q!pZm9Jwry}&7!&YJ@6XYSP=Ez)t2O%wO@oc)B
zzw%z-6L274rlfUcwn%>#!0hn`g-k_)8X>e+VbOsIEdEKWqo57|Em4zP6CKL|RDF4A
zTeg;vnyPEby&~O%54|tvP;;zH{;O{IM)OS^hEG-yE8plB!PcXB4W<4i{m;E0-wGM;
z?*J=%!0~w(<<|ulp8M$n$YUL}<(D$2k^-;1ik4!xSPTyI-eS+jVz;VrWR1ZoSzncq
zNJE2~4cM|KQW)pquVHOdOY#7_f53VU9fsHVu0om^-pc^Xcqv3KzCnmAu#?9RrRjx(
z9dXcIfawx2dW_jSjR`p8Z8J1jT^L#ff3he^0@_VVT{0xr|97_@B`swghUD<9uezuy
zzx1g1>s~bo*k{l{aB>vh5`Kl#4{u3Cho@TS7b|o`nUbKOtIyVAucBBWLjQT!Y3xg*
zt{}SJ(eDkSYiIQ+E3|aI)6%`gw;4bQpm-t@;2xk*P-v8x<o96kvS;jp7d_}LXq9nr
zD((qAEx3nki7J_C6rUg(EEO(pa%bo$BhV9FJNdqL`eW_HM?r=E7*?lm@Cdd6YTu)N
z_;1SZi>ZF%pnI)@od-K3TMR`&<JJ@*A5An8g^RHi|KUo>wBYJ5T!OFwGvP6lT114B
zMguYzm?>(7xygaB&)ifmbx~yKeSenXD7+7Rih`N}cxRpC4dczdtc~M@<Nxm|p?c#?
z_S$~i@y)&^02Rq^4-Ngy*H#Zg<9yg;5T;4<20aKP0A6%Y_J{+!^iqNj4~LA$9Qa^)
zoKgfwc`3HNdKrR)bBG%o7dSUO)v0?el#>Tz0R<p7ajfXOuHzo4_C8-_V(IH*4p+Iy
zl8PbkWwv8+7@eR{l1-Rd61oOPG4-Et1TPjdZP*Z6p1uZxC8&?3O(myoqpfX|k(NlS
zp=9*@b7hzC)Wq9a5#n0!=a(pM;*U-*p5+=DwzagrF*P|z$*D3854u%>{ENT9x~y@n
zv0btF*AZHE7rq361OQ8P`bURS4+JNoR--VOjUXI$e~9KKNzVQee10jYtv>rd6ej2_
z|J$*fCod0U5M@E*F^!xY@b4B451GLomQJ=f!y1-7tl*)=fp6M6fzPmNq7IWAjfNec
zCe6NPTURwqO0QvKwlq~<zZw1VF`YBBUZ;8Ui|fePpHI2%<pMr0o?$xbdT^-vqspGg
z>!mVOR*IXMzpbmi5r&cSzTH{aA8!_W1rmhh!6Y;Ju<(D)1b+K|{Tx_r<vaud>!<%D
zG#KrMyJ+@m-wtp>Jwdl!z6v<{rkM~_A~R(aR8+XHuCkSW86)JpWoyj%<7ZP!wgO<7
zc^92{9v#Rby8>KeOM!wOdQASVlOtm^Jj>~a)GP?Cu#MTjSo+MlI6^K)HBdG7(J<v<
zn?Sd%!I#?!;lVhd=i7Xd9D1Psas*5hQ7cFwFylFAv+z_;J$cW`C<aLi@R!st`mZ6v
zhGWi22|&}S06vCsc{{iG9^{Jy34oDrghaU`>2Aq%DLU_^MSK?A|8$cwoC-<@cx0VS
zZ?a^apQuTx|5><)0VOx*{5^}h=E@rX0H5G=lz$u_xdfIZUoKfAcJ~oDzm(O%DsD<D
z+@I*hotEgI>5=*k`flkY!s%%OTatI|-Sa%3y8<>P@Rm2yeZyg@pw~J%xb1B^V<9$%
zY{&kIcV|HSg>`rbb!G6Be-sWRDs7fVE=!T)?$UaJ)*oV91h3;C>QLz1pFy>}ftC4>
zQRH=0YFk^WW2}!$hL{F11UOuDb;i1}4$DY;6s4803zmeOXze!x_Q0VSN(QK{uJp`a
z%Qs_(`rQs@ZWQv*s`QITYu;zCZ3O+6<X=zgI>@&XCcnK}Q;HTPjTdNpBMm^-#arUx
zdO_|a<jz>w+wWV>$i|l`|0xeZ=R5Tuk$wC3YGemY4_5N)XG%~8>qt=t{PN|*SdLn|
zk3Q2j6{rKh_vlmG$1ouYJDK_z><S7%(nAw0uUXeb9G>AndaUvM6_MG~$ebsmE8UJG
zFbs^DjftPLibdfJn)lYVYg*vf8?1ASqF&Ko%GJRKLeukQ&xvqRnF$6d$y$`uy2+%v
ziKO8T84Z-AWJG>Okp)?iVX-mN8rqt%eBAP>WCjW3K-N+xg>o_hmlN-q^;;z=Q{ESz
zh4z}>1RXhhx;UYM95ElcVm|W4eE9jENR5CX_VO<n(>*?%0u=3sA_ZoC^@NfT#0^GN
z+VogG7J4*5q+zW=%&ehr9a%@9JFKquE0)!@h}D&(JGt57he<u9Q{!h-BH{MYx8X-)
z8||;^6mZHCtt21RDLZmMY`|g%8DQU)7enQEj!tssem(u8HDzS>DmT|OB`1r5;WN!c
z+WnoqBL`Pk8!M}>S<7yGGWF9RT;)S$9M9^7Db>A%Y1O^joHW9goUE~>pBBhJpR{s3
zpCUs~Xvt0*NR^k{d%rmUvphS$#0!L^&;Yg}F{p&^pj18#nzdWXvBz52Qe06|{w1%F
zqna09%qmtd!CojK)h;1b$;#f&E7mRqZ!hMk?__aoVX{@$04fF7{l>Nk7t0<tzU-VO
zASeCndLdd#V`n1OZhM~9O;<hkr`f4{O++ou)iBtfunT&C72MKrJ4X0jG<Wga-r?oP
z;$~;@Z#FV9l?N}J7v1~^i|W5GOLzJ#e#HUWQGhPI-<W@z^f#;1YtV5Jw)^_Inr%m`
zKYbUdi@pQ-?+5h6^zQVo9NreN1?XrT+|wD8osKsD%aP`v!GABmxvsQdY(%-P+?)jb
z>p<_Oy21lcz0|+a>n440Pyk36+oQ1MBj6$Lk_M<p^JafK{(JEcaH5>M{tNc=xKCXP
zzS(Nd9rit&8t;NjxB8r{wSR}6Ec*dhX!1}PuRy{*E*bP>32<Us@J7p6oqxE6VNe^c
z%^d-OcLz}`$m@gV+`F^CNaPJUnjhnNoAl2m*q0a((SU7foG%Malf|z|=YM~NaRllI
zTYN^onP!fMgbXzOjrce;Jm#qBWJX-YG$>Xj*<ra=`*tM0%Crf2?I>lIS?~7~-%hH6
ze&1+$<y%8B6)ApAyKiB0kPVW(3;Lu8>XboH(mRwQQE0NGS&Ti&Y_db*nl9Ah{$_mP
zQ{3Ca?1bNvK5i?M^MiA|vh{xb*UsetkSD-u>MXq690=Y1+`eWGK~&Hl8372dzy{ly
z(NGaUMvp!+67uotugL#e7({q0RopCcF`X<%wPo<SXp>#hRxy%IgE*D|^&XY}bgY+k
zh<M=s2>t31y+jKOTsjPTb=a2e9QqCgHYb8O`UE(NnQ&7-QDf&O3?TG05z^(hW){K;
zvNknUaCSyfzj1s@Q?~E$oU06s%~&0w2YbEeC66l~14Mef^kO2H=@cG+%gg4D9OXx#
zL)RH1lyD;y!4Vb&%9M##>mG?+@Cgw;J);aF(eTp3e(VQf`FK(~2FZmubd2XcXq?hZ
zoWDS?H6rN!fp5w7a14V0P6#m|oiV++Yrcr{P`B?O8)pKbvGyK8L76~~m&(A%YA;CK
z+E7&l^Z-uvFNhCK3Cd3MO9|3S^8<nzE4YMHvwBF4Yc%FXO!nhlc>k~AAANs9zE%?S
zJkqHX?s~e~fE$4e#tKDz?~6Cm9Ek=tstb|olKAZgZ7i}eVf=U?3X23Rba+Te9tfi%
zKnli^>wyB#@ubEH3`4~r@gDUTI$uA6Nt6{WIwZ>wv&G<x=fKw1*}KRYelc}x)7DNe
zi$kJked~Hr{GQqV#a^ZQP4TG=tYA<jZh`DhYkIw(c**^al4m|fD81#`um+%|lG?sq
zM!jK^)${7YxA1jogb<aHDJyMyjB<}h2a@ivGDHi%+<}Y}^)Q2Wgxbi@;2TJ+EF3K9
zE*&lG_N|Y_N`RY*W_7t><BmTf0@(X7@pJL;GqFH1dIe!2hzZtrR9k)ep-7AJ-ORc%
zQ=Y7_KY<(Jy`EM{Wpy4V&!77{mMLfK+ct@YT=fFHI2TP%URI2jps}tjAXpPaCx@>g
zgrjgfocp}3yej+hvdC+Q{(pA$KDfZ21aMy(hyXtfiJG;<x<&w31q;i0h$s)|7{nQg
za|8-vQUx<<<-U`L%5wvnUm#pdAOyMk4siH0sz2F-EABnDz5s$w=Y#;S5@2VD0u4i6
z!rb1qfEowktd5f*Vb_qjE5Nv}cim#(`#srTf+|4rq5tn4joK0Sdd90LN|kfPfGJ-S
z>k04Znh8Q+nSN+tU1`Bg9*W?ju?V%SqOdFlocFbP_ZF^+s}|3@pu=787Q-*!jBQ|B
z5I%Imfz3Dpb_7Tpe=}?iPxR3?rzYDo66N>FV8x0?z6adxhJ;IoLQ96aGGR#72B7c9
zy5hcT1pXWAUTg12@8DpPbaj?;H|{Tkv{bR5PdKh}+6(g*C<+?>siRjF8(5%ghaj%T
zqAxQaZHOsjV>6Pzx`UA1*RXIqJbN>Jut!Fy+q=UW^%J<*{m$#Q1JbGM3=Y@;t!8&G
z`RKp?KSH!ZL$-cNqhH>;()jdYN}vo-K|v}gNX^ugqNxds;vD)|y$BCS3lb?=0BfM(
zd6<N&_60xmr6vM~&rAfcZaGRhxH-5vIXEY&_B_0d?A^K%SvU=w5}`E^LrzZOtoqnw
zqN42gMY0Y%IBT)xUc&c1k5tz_AW(XdZREBfd99NrPYOzO*BV2#L#Q#6;&Ux|MXl$6
z7vBp@n-xn?1j}8Y%$<tBoywkoN{Lg1*oYX1%2}$ZHonxk;)89lmYsFrnVVVnfk>mH
ziE-24zlV?L#euLtYIIGZ@D37*6}-E!xbm&J+8T-6=?<+@z>!hG3n0L(*#Z4dAxQCg
zG2b%e)o9m5>2e1}Hl501MtqYft$iu{&nusj(uct2M3otgy$28B1GCg%6qw18zjbw6
zzn9U}KxmbuxCeTnPk`qLjNvKyOIwzT=keyBA9g<Fb+Iw#=_{LVnXx~0oFbnsW_3}2
zv5@@f?2W;~?4MY=YoqTEJO`LaZ3aoPwcnFPX9)2&?idT=0%nBhcXlnmfBAl^C(w%G
zUK)d4brJBPCqnyxnnW$ns`l+y5DxgX1t$N@E1-X`>1?Xfrq~4be7qq!$C*=N@cs6>
zCvZ%KU9CCkc7NOMIj>YQMCb3mdcuiuE8sk_Q@G4;9Sxe<`_84)l)~o16Kj-B(IL$1
zE7vw2i{IQ`O5%*=EwU`Cq+2m*%42mj)?4xMPQz=-D@`<mYv6}hN=3utkIK{(sZ3W8
zbddzZ9b{LB@eXo9TTFidB(nd0vfKDH#~6hS86jsTO)AgrwkD+T2km_%Xrm7vxv$RR
zr&vUCfe;#GvMWVb*mzl=H{(>_;;T!cigIPlhiwNEinpZa%}aIDSf1qi-~4et%g#U-
zpFtII;-y4{?7!bg+*WchT>a(r-S%R`c|WK@ehN=~xf{?Edgpo$?aN$J1&1Rat%da(
zDLy6NxVcJWd8FGC_#rk!ejTW^UQ=-33N1Mp@UoUL7221w#{6h!xiYi1+gdTbw+y5b
zHp=d8PV^JRSSD5k{Csj9fAjd>9f)I+&%8hm^rKYh_D^1NV`No^0QY&owK-;ub;MCV
zTVYx)Ym0D61wCT-XY1p?p=?`~RIyh1l9e-Q?tDBp`cz-SA!GawB8r2FZaHT8>9-<l
zl;VTx&Pf#l?<-|Ao<!7-b?RH4QEa}!mb3^S#~m_cTCuoJPGaf|f108zjKY8N54E0D
ztN5!cMFR3(G9P>m($y@W8QIZK>iUi#4nFh6VA=F#O6WO{ev>PqW%gLT208&qh}t&Z
zgN83sw;1~J>!EV_Y*}FX2VF|fC^^i?=i@Y^*sp?<c;pIJeVY(L>0TWP;3<U+aSQ0#
zq>k4kdt4*?ScIzThY!zVush>cA)MNb0)zSqiCQV2b%3KLu0%>qVop&;{=;4^H3|U0
zOZS#4C8mJQ)Icc%?>9~?%MXHHfdbO#VXj|&dSC4y*G+c81*m|Fps{{V5es_}2YVR@
zcL57?0TXip8}pCk;ysSxG(o*AqQ*O?(ZV9}V%*yurO1>%m6t5+h-7y5%|YcNbwX^6
z<vyh?T*bu4Q3#T-A~w-9VVk+<5K0*NjebNv-nnW-bk0)F(9Y4Qrjf@`oiHWxYg21u
zRcmEVMs`Px%maN$kiJTgKD7d|k9AS*=irhgrM6~Wmo(&C4=-EG+1Q(yewoU0l^fCV
z><+)<SmJt>Idul($vKhcO8c6sy2>wkY*LjR5`4^(JZ!)D@%tDKc>(WDd}TLKxocz~
zCl^!2@%0M_F2En7@15`I8vn&KJ;mu>=4vMItFP&yX3xg~k8PL%_}dnFI96*22#mA~
zP9!#WF_+?_Px&^Psv&$>$=ytfM4)Y#i+7igI|6i-U))gh{YzfCcxOFFbs?;{UZA<0
zqxrjdbu&w6XN5&cfm=hX-5clAtjI(^4I4sZuKzMaQA%_o)jqSldoCb?=*GgO%pH=W
zz@XVsst<9M=H54BGt__$r6J&aOU8unWXa!tJcaOkbI9l3dAdx*IoA4g)5qc_SIKtk
z^K?_!oW=U1o({TH=yCAD(6ZwoNn61B#4S4%8F<`B{qko}0P!a%EZ*%dycwv0-$qs~
zU9CEU@H&tuXU!+C!1Iu3*X3`hyIVu_T0J!Q<_2(cBTrF-)%2m){Tfceq0=+~=VmH<
z<#+`T2!>{xBx8WB)}Qb3eGJEUVHdz98g<~>DSdTBt%@e%qk&;SsNP;FRdi@{l#i<n
z!kuEBG3JRP=pMC69|;hiu~I<rklTTy6NZ(m?O*ZcGFQhR%sa0ycB*Bs_ddiQ2j6s8
z#;?3PzriexthBwQmzKo@V6Ie(p-8tgz?}6;s_hmqnx|g6$aLOnM8qBb#usI>ZK_nk
zYJFrfn;q<VR0`;H7vmtS-XG!I)HwGw_M+PikpYM!EEX8z($dcy^4qMU8--&BMCxjs
zmt&94ZI2Oxgb<b@*Iej<9Cd-ulIq~io@u7--y=hD53iYm4~w&H?LOzXQB6p<*E^qO
zGJiT51^JGxXRB>HWr?-9Ty~W`YA=6tQJpT+;Qe!Gf4;Z;4RO2RLbF|-r}xWq3kCfE
zKTBs9<!26on(DsBzN+#y<_(?H>kQJS3Ps|ORta#c6kdR2l<#-EfNx+q-vZES5`r`u
z<@Pssef?nj@MwK=ZFlvJ?ZInj8%LKn_D)W3EG#O@i_7~bb*8jlViVx&1H>8@EXLyK
zE65{1KPTGQ0i{zA=i{eJ{BfZg0st>2Tm`y26V1#B@IArrK~%tQQWZdokRm5+YAuKL
z=CocKV433k**}`l@RhrR0AZzIaniT&E(nLfeF%nviaadDnpvj5+u)UI!YV@_AT4=$
z5XJ9HhJXF$IxAXuO!DTYgHQBVw^{nBrA2_YdE$~*imrKvscy1aMs`9rIThXZ$<~^k
zy-kI6m(Gk<;#ai~zZ63PNkJY!gAjz}d1$6K3LGg)Mq<Yka*d~YYk>(xz&Nh3=nA7(
z4X-R|vE?!>V5bm_;y+zu*ga-1_Y+RZr{NKyHm%2UB!JJ)YOE8D<C9Fa%oG93{1Hfz
zbt$xBaMz;zH_ei}Yy|z!cz92xZPHYr0}>GsNZB0XBWMK2y}l!Ru-~G&=~Xm9!lRXW
zGj*2m?=iq5oL=B3i_TsRIxxxt@>_~v`?nGAU^T1I8>&`HvU^lAEb1@HZuv^sb~gOE
zI-fXvTj{VkeF^vhOP%4{?*{<;4^x<cNVt$34IlLIFXVM|G}s~(Rq+t4NJc;11;-zW
z#vjQiO{O4ApeD-$FzpoR@E9TmlbNnpgOg)F-j=B#CL4Cc`Wjl>dg9JvLT?t*oi#iW
z*ZJi(ay}zHRom~fH7v|TJBhE&VRsOL&XRI425S$lmqL<4_3t5-*Y=ih(N}|k{)dt8
z-r(Y~1o$gSO5$at2kh>DuWO)tq#p40V=d6nje=T)c2n#!uaX|~6hTZz)J#60I#Dxn
z80z3wU~B&$GGqX(f(F3nc)%qCKjNWc0v`pFVH6p5ekFliG@NvsnhY?R+x72TpA#}K
zy{1^w6KeMo=mgl~kULtF-oStjCiZ&rmm?lNnOrY!AG;1pn(yEtV~{AHYLzvEsKVLt
z%7r<q)u`vLsUG}0<Sz!9piyC*-oTFi$RTOZ>ht#N^mU6IJKM*$3a8MbSC~*mn7Uye
zekco!$4d^zw6FjhnC1BSQ#|Ltb|O%)>f6TWKFvR~tdh1uKQpu)p0&}P1<{_j(=p0{
zYe*4t7Su$~|C8Ya-m78xP(B*>S$}tcK+=oG$-mD7iWRs~oghp%OE1Y4<op%;2sZVB
zmDu7W=jCU!I1w0f4f>GAg;!2@L0($2*zawWKLuI=*)nbc?AJR0Y2T5D4fy>*p{vFg
z78px8ouPth`|9E--k<o8c?hlc2cbeUwRppX$D(3>3l$Lwd+u_*f>=1(7@4&Wx_nt)
z-S)@fG7dP!$+xW!eI;$a%@<29vWXk3%o}UgKZOd2{S_7Q78CV&DqJ%&RX_1d<c<A-
zkdb7Dx<I^jnGnss>OL@V|5n8g!-}IZPR5NalAOE82D~xv@(0MmKo8`#jkL|k)DWZz
zIK$Ffo8b*apkWYPHFWyP4TXHRJ2S&M^mjVR$FHPV12TVL^ra=5g;qRUgdffDTN<@3
z9)>}H%4<m6Ij)>+mrm9u!)tKFCT;{(!c}-$Oi9`UjaN!>MP*#&rIkZ<(@)O?nh1Q{
z#?J^#-^ZPdji$des4XkCS9`f*1{@2cNHiFvrGr){R8P9|k8#3HZy}QZ{^HzExPwTe
zF;xn8OHsE0aTovSj}D{&Z%Y9Z_4<Bd5A#U~r?+^`+GnRWZr0lQV+exQr4+8nNE!ub
z@_-gx6;I-)oq2r>-Y-)R%XqMR2`MSjHScQL5joWO!Jsh+jKQF&zgqR9X%2ZkkA%OG
z4kg)0Qh@>6V1;I!X(oB6tcbgU@#OYsGVi?o;`vjbhp$igek_?J0w3Kd3#DKAKN6W|
zzN$EmkYWGQdfQrhqb^hc`?-$bQFL6oZo2t!L<~CvxqqWDj8+zCYngs88+M43k9O;*
zJPzcpp%AfMEE{innQLDyxn$;7R=KX{cwIVMr_1}bID_%IrWmzCmOYp3qFw|}O;k_)
zM_gO2O=fTbE+grVG2y2x1y8IlD3G*1KsXQNlr_+84VyeCpWRWZ9wjl!A{XYL4G{j*
z2=B|ES*coBEOLu^+xo#Kw*6X|o0)-`&bF!OYinI-fwZpj^UrLI{9J7BswHWr0FIK<
zadns#cJeiD$PxINrdzBXjHJIF08I7ziD0l=V57Y19f~h>I^s{<xz`xQua%?WGPn7$
z&BKeccb=1*1e&wHG(JT`-@+N*cl$Ub`i{|d5@<R+ZS#E`l733j;yXZ5#Y(xc<K5pP
zwH}Z)UQ0d`#ZUE`g3eRcZXoLcrqaqwD#Q*x{~|*87s-zOPEs#!U!L&zjl1cSj_k)I
zYolV_M;oi@LF<9JCpruPGN?|P9Ok6le^CHUUfOZ)^{_{4LQ5Vyx40&OM@L8uIrX2k
zt>4E~KPTO7B4p1ljokc4y>L#ZalV|=zb6bi0n*>b(PGYiDS_3(`#iob#7r;U&1Aj@
zZ&W@SNRdUS@Tdg$M;wn4G;{sC4BQvY8`EqWb8nVD;mfmIEn=?E@J)_2UB9NQ6TW_d
zc0WV2k_SGxE4^J0WH|XyOslOA>UM2NXwz(|Se>dWaHpQ>iy!y#&Dsd80@tPzm=v9P
zCZ1=Yf|i4{JHI}S@MM~<ZfWlQZ33DL&XT;;zvG|S9n7WMO=k4<+!$9)k{At0KP}1)
zVmPH|k$v~xNbIt0g8mm@iKWbX@@chOx{kF0;4?H^&Uc}(Ld9II{ay?`5sa^_`h>xG
z+{tt-zTAr$ncCpLbx-ZSq76^l3doLyn_pZE&Jgb0CLKpF;2QCzS;8bJF4(zHq5011
ziA<@!)Vq_cosop8(?B~dR=e*AF?~^(I9Hk5FySgcKl3ur`j=AOjjWB=?*YAn5AkbL
ztcG}EFIq~!iw=RGf~h@VM)-VH0(+K)xw@-he~FCZkm#PUxvvu3Ynh6}iJj!3!;0=1
zX)Rw`S{lGzP~k56<jt-WdChdbVh(nN)Rg4Zg5h6%HmrSJm)O{=K$Hk1``*hal05rs
z*_ZPC2fuN&NE0Ru^k;Pp0R677tfMVY36ueo22fKbP(*%Glw&0z)8{16kg#VnP5H_*
zu9rBYm7w!gt%M`Ge6oLLvtMMh|B)AgGwUM-k=DkhqVJ`0HH8{k<H?6L2?Z@BG071b
zvB~=v$z>M+2V*zcKJ=5UuKb_uKsx8*-)T}AKoBsL7$Ohj`8(ewZ}?>YH_iTnJk9RH
z{=x5k`^DY5%C|J${zNJYksk=A#*)`ueqPjA_!-p&Rd`_^5*0~iC<gp4!fT;Y1W$h*
z@S?UIE8z}kuebl}HXfNCZn8c88(*lu@J{Vka;I4&Zu;fh&s3s72gp~p&Au=>gjP##
zadmlkQe*m~wymFfGg{&HrjPtuS%%?uTp0(B-wYpL1Kwai37q=`3TlI#bVKumc{A+^
zT@%R(Ly12+LX$vD(pc&bIFg!5W`;G}2Deg4VhneF4A*Gv+K3l-zVhAtk<z#9e!ma|
zz%ei}n0`s3{m0x)TFdOImiALaBW#5VRKdLJ+xd%(y7ad;^#>z6qA56NfzEHhXG`Vh
z4+~}H3Mhr6$((_$JKpjrDbb(DD;;h(%VOJfM)jN1+n;xuD!;b{oPTaNsXko9!@}?D
zm+6AH`MnurgE45jEV*G14m)RR9{mpV{%6n!r(HO|tPMZOmb}Ro8idOt_s>T_@K>1A
zyXI;nN>ol3IF4X3aAMXb#ek7zE9zwVyLt>f@N|uTCGZ9n#UCmRx{HdM!wS73iDj?B
z9nc^}BHXE;Awbxt|JmzR(O9GW37B5j-}hl&-B$#FB{LW3?hZUzF8uC;1=MErIwvB#
zDEr1BKG7|wt0ajbzP>v*h2H`G9wfNs94CP$J{Wy7chYfno%!Mfd3|bHfp**Ib%eJe
zsUmnf@c5x5Xt#Ax7Zj+YBt-X`Kzz*RJLyRAhgv@vDs1%p9NY16l7tj70y+d72Bh+^
zt%2SjlWmO^0Z+RzH~w`7|7RG>8N^)cr{EBVrt!>L$L>R!>aoRJ$+)@gBR}WkV<k^-
z-i$`iwOBer<)*PGf1Va22gBCdKiJY6eM6yBKA#+~oUQ#b&CU9Kd-}e8?$TAJIq2xq
zTQzUqY~aA}XiFRd?)&j5sN9ygDqBeX6xvRBEBU5L>|!<rK+)^HVWVbIwpD&tq!hst
zg~zHvsGjvWK|lm1+Xol@Ehag{{&a#{x{EoMXdDH?uSOwGq7k_@pj`Xl<!;%WVBJ4$
zud-epIUVtg@_vj}_xej@=mdsvmUE48b73)nN5hk|vc6RCXeb*b5&<9z6i)P3n7Kd%
zI5tk+n4H|o!UC)Q)*?6*uXy4rxkjMna>C}d9u*aq?}TOT#j2?&ovC3MX+%+3YfKoq
zDV{guyK6x9hU6B0(swEd-4#JR5GQ(4{ROHd0c*fg{<cbuorgxmz_n_yR)KvkIE(?z
z*!9%l6{#f@c7>oIPas8XQv>V-?7D(5uBYT6cv_7J?HF;OsS`7fjL^EgT3uopp-=|b
z*}j@**FCmjbVXmy)le6rME7u%h-f~8=dBXe5Z5#9RR%@U>yRr58EII^FY{?q1q}jU
ze4tVILIfKlr%Kbnp_KsC4hprPakc`m?g_ORIlw)ntCgW$B<tU<Q^m^7RzX8WBd_EC
z7FRLM83*LYBWHrmcVUBpj~egHqWx(8*~I<q?E~MixfJMDdf8E|ci{YFbwI^DE?T8~
zzZJXU(daoC$Ax-is#xfaRu(^v;6Je&_9V8{plxS~<R6GL^B9!$9eCX`I4V@4q(18w
z@T{->$KLiTVImi`rqJi-3C??hm0rsaZy8eA0vr@OH{PXG8{4mXGAs(_`v>~Eg^1G}
zZz+1q59g4uPQ^UUsvv#;r?-=pPwlw>nNz}_Lx$A!8XIx?zzEbN)2nj);I6-@54^t|
zi&36@%Lo+ISJXV&xMx!~=HB{*CvQW%PQ*ztsbARY&HsI+^jm~JYqCjCPnWYJ65o8C
zB(DDExwlwt(&2agC83N*V?%ZF-){|e;GV`ZGQ=}WGy2UP82-QS?D!Iu^Oo@2XahZ!
zZoNAQ_KDSEW6@IQ(9QBXn$T6OGpsqrz6qSzbSAq9V_AWmcNE`&_avNR8S`*0%#4uT
z%P0X93iPmpZs9}G9F9W=X?7Xk48`BIK)yuwKP-MN{P3ZVzCN+&Y_*H4+2Z`ug{9W~
z?{6#0fo?HBfEGKl&xngx7gADAiw7=fb*cf@r(czp-dzLWQQ}gT`-I~Sij#G62b-<0
z#U~|YaY^PJM#IB^eV>upk(E2@j)C$p8Q6fxegZ|oHuEZW6}3IIwY_z9FSQDN%XHg-
zVS5OISL*AigKN)Ua~_`C^dRwJKXetM5z|>z*BR*%0*q}jp)iqt;M+pvHLz(>Xo>Xr
z!iLM*2^(V&){SkLRBw1X+EAZx9qy9T7@VK2{l3sX{e#li%(snE&XuV$qDas^L`6~7
zS0V()4SXQ$;|JI9`!sWV)^mF|@_N<&^lAFxUN`C?FkU03RxhN{B&gXS8dG=*RnF+f
z18CNydBxbM@Xo5I_^drZPKFscETlOoWgI91Q*5PnK|28!{0kO()ghfgg8xqiDSFjD
z^TZ}~$6gJ;mXuzUCbVYAP5B{dDT(s1H{N?ue*%Nn1YG9XSKPC&gl6@G@Xn#yc>98Q
z8MTqXXvv<ouXPQ<2}2Gwit)M$^Lsb(cs5pfHCJL0;=4xSnGe1}?%0G@r6JuQ_W&8!
z_kx)a9}g4y2CG(bAV8yH9Df*oRsG@ttp>>ezT)qJ3pb!1v5?c!F-hKlJ#Uj5N4w*W
zY<X$Tj4m4KHi!;){Ftj&n#zoV?vbQC^WLtVEn0gxfK?Q^tbF5w=O5=UDY{_1ospsJ
zu<y@RX8fFT6waXyJc+{cEbbxtH6gG%i&aV*{NRM7&@5`z1T^+Jl!FcrANj5g_9cIY
zc)*d#%BrWp0?haT{M3q`CSnaz6A4?m9$F@5Qk%%?f3&T|^A1V~(I>^0i-VB8Ff^`D
z$qLy%t^kl1E?6!saxNhZEnr`9xgiR?Bq(+pEq0*ZDF~~du`WWvivU<t>d^ktk(Snx
z51b?q^LVbt*?N}Yy}*W*5;uGt{5AiVGv_1j2Qi{A=V<MmWoD*CWZMF*TJ9$i&;%&;
z?IQnWv+1Ei>jWXHw~laWgwKoj`|la=((<6T@16zU9Uq)SUxozk(y?4cjbzga9aT<^
zJT5kV!UhVpt7!kN^-=$AZK&4PyPF53KLfS>TkB|8+c*?9fxcy0{+|*tYf(7g>~HH-
zuPkjH{#<U-z!;iX6rExS7b%~#3W~nARv#+*oiJ9LZ?e(j)2DL$JbF2k<~v;C*ur7`
zQ|zYo5H=H?5rUE&Uvc@Jj-p)bOG*uc&+2o@rd7P1I_B<Fla|6TQ%6PdzQ09fPsU~t
z;vv1g2bEV8FDOQVX8yFml8#?`Z`;3}8GH86Y@czD*`#Kw@r!+ii9EEXGIil-o78gq
zDtphRL$Cks<pDw>&yo1s+>>*_fIFM)(<qo4!QddouUDLldmeSRY0XLy^}zbyrlOM?
zbU9(Sp6iFRU$jDV=i8)an|I%pIzIT7g>#~yp=_-#k`A+!xC%zkGzhen80CP*hf~x8
z?0Zn<bB`|Szx=5PB#G`3z#dWI>Ru*whGGXJ`Xux@>OSVi<9Etopq&)=2-&&cd4%<D
z{aM=Z$U(_#+Fa<@G*hY#g<PzdE)yfI!i*{z^kOP|{FaTBGIEGV^ha4Xe6fsOlFrkg
z^x`1GzQK6lm>@_kT#=3@QYxJ+dOnxGDZ1n@qk~~b84A<OSNoXBRwN0)I(*T}d??9J
z^rYX?VV%!ncW&a}%KK0vyUnTb2>Zx2oXBN}%l=eKuFUc^zsKcDT?@@aldFoC{rib&
zGQTcX_?*5^E3oATc|Eb=Qn*37$EVTy<t`#$Z@ZNYb@Sl#K8VTlRvYG{-{_3Z?vu#o
zys3J4Cw$(a{qOb9>~|wEdw8!;`GXn-b{@k%#9=74iqqGk<}sL&f8ffLR{9%)l<o&b
z#AI92FRr4!x9T%sQX@qF2shqa+*0|G?^UP2%y=VxdtUYNdiM=Oas&Hz58Llqpc-|D
zh;ZY1EUkGVw`HBhsSQyow|fl{{EJDNz3j#_#ubxdsjm4#7`MzoChiIyO=w69L^5bp
zpY@xB$M_=$iyIYCEluqX@{C<K6#eY}srj3hEPJ7OD(1{<9<|tOMD%CfIe~vpbtSt)
zx1Vmb3Ud_qx4J!Y(+e%NY&-TvhTC?ggD`YELb8C7ShbUJzk9Mu$7;grr)-V5+5Qj9
zM)kjoS;X4S*h(>?5z6h)l89S9V_x?7uH>_mEzL7NROXhW#|C<Y0CIC!S3$h6{5xgv
zlV3kA)^=~WXP<cf2p#+Q!u*R<(QuFjAGcomD0kv(gu<(On%=gl(Qq4Ke*83$6#f<O
zV;k#Fl;LUP>z)q-x)^oQp1&CuYV&y4(@BXzI@l;YEP5K+h?kkTxPG5PS<oLot}{-_
zz_0nU<P3R}*<}$8@K<f9O48gAflknuc2WxPm7J=wyt<~&E6wNfX3yolOIsRRN`zNQ
zt$I`o<YAAr1)NFcP~l(1m6Ub#4Icl8F@docaxp7?N`$RKYW(xMp*?CT(H;dB1uP7y
z6{NX|X*Drl(pnF7M2y^R?8%fk8FB69lsM&VIOSrJ6UvfnnzAB76B`<vV!oFKM~A;H
zh*xoWt@=z}UEkQs*}%d1jf2P)Z=VV)-c4ky#I@9dzdVMJ&|1pcR4qtD$dp)@PEpoy
z*WPf?ah}F*@zFkP&v9|z-pH}s#9qg#fiv!gt7^c3{*A+ON(M%>RqhhcQj_i1@x%Aa
z-bUTWthJ$k_XK77)61Xy5cL*5JamQE)csp6!}L1hT@qb7?K_0NY{e^kE){eBxNho)
z&bo(n&nm7T4H=1-X9y+8V8H*z*rJV}mz|l9lQZ@jV#zs#%xAIrqERcRgjT4@G_B}V
zF;=t)wtD@{_?3-;hlY!>X|TV7<r`~l15bBvPe2t|8dwLvQE>4$HF(a;A@r3`=qsaC
zBPV-1E5E0aoOggW9|~yP1fgo$>cEL!M00u-W#z{D=IxKCLAm<n2i$YhFJpz1tDV80
z$(cx_Yi;y1rS_ZtiJm-if~$5xGv{6{NQl-W7ylLpEQ|ZC9@VR?NFWc7&Ijeh#_7W4
z0#&yFnyHY=r3T%yl%L)BW`4V_%H=q%l<(2>uetGD|A2LAAh}@v{pNaXt|OSbB+`dI
z*y~`A9U0(%8_u2=?>g24O~Bp=LLq%Az(9XLbS3y=xYE`FgBoK`FkRn)n1|o@p5L0^
zd)*)GKs$m?cYlt@pWNMCbXSje#jFXUp!YYJz0MBgCHLgN`<t~WWYE1&@;&xJsx5MG
zPartt1%f%)?^1?k2qafT#3K;rdq(SFo8W(e=G<L7w>5mhfJWab9NweATb-cL^WJ($
zr|h?X=e;L6E4PnVqZm3`?=H@v3`-qA{rHgI>CcbVE@tl<sB@RnFjxEHU)ozl-0_AW
zU(|}1aZRPKNnYbgAlHvP2UjEm4!6?_U9%+7K)c`ICC+^angK>Q&~cRN?IQc#@9y+(
zc^9_TKg7Sw98m$}@9AYQz>9<4LIM~U`_q4k?1)t|tcZ$sIB#6d)~cC^zWUvU`7_XH
zJ7|!*T(f?$JCR<S@0l4AXc+MJep@X51hd-nX`C<jZhaqjqBwP&5wrID_*5pd>)!G{
z17q5|#Btw`82m{!gpCcx2VcP}PF(0*N}a1YDu$o&YQ~Ml5oiz+s(-+L9#8Z$mSp7p
zhf$5_pBjqK;|bL8&*L9l#6Gw{<jR@-l3Nz+?x<x9cF)HWWW>^z3%10_V$r+gXp+Pk
zq@+YfMrMHEB_%(&Il2}tt<+c}6qT;uz4HZwTgX~)$v5BatEwu30^L8^$!P-`OCB4W
zNnV~wKCCApBZ`4b#!YOsFD#8Mz9cX2OIk}<Y-~ndU0h^jPD)BgQ(RmmTMI&ql9Ca3
zKu6nMTaHm~h(9))%q@^g{}(KTVLOICD#U@}qah%*V%56%y8^Kq6-l{4oUB>~1YkJI
zjb{zlausU`XnEn0!w0KII1cLs^L_ow<WDK#h{Nj&8R0<2U;Lg(9PMjOJdB+DGjP^c
z)^pKwAzl+6O>lYf&#R_caCS~tS109Dq6rrpCld!3=-GQ1Wt3?6C;$>fcoV-jkUnJb
zwbrVIYy%E7KseS+{l>=Dv6#>%Wx>a)-zAM+IsJwnta{KGi1=_|wzg7dui5sx`M&Ik
z&&74veC^@mqqjLPv%B~*Xgu;5bc-|!FC`obC<;VOOQfWM63Sj^{YmyOrt;~M9;b<r
zJ(~w;{uqf-0@m8-j}yz7w0hLxxKY1S`tpNxV)q2G<--rE^#}Pb*tpd+ttD4CEPQ&A
zYH<sfMIt??;7X$VQG&C;u@$|Xlf~3O{L>>A$5ss;IG%<?=9->WCG$afOIIcJ;ffb3
zB`;xoGV2*%f+wr=(=6Iv-A5NhhT@p@_<=&e!ii@Nn>e-7!*H!ncpyfBeFO-~BTL39
zXPVYVC+_RF6CD+vO8K|IrZskWWiskvY5CX6+$C^tG{MGW%xd+-70H6<C>((sCjakB
zB2KwF?<fR!TqO~?O1ipAy1q(^hZCqt0&2Dg+-mC#S8KR#F-2iH=}qsxe|C&`>GnoX
z-p}8gI}JWPQ)TCDyx8c}U^_psEXtCGz*n5IGwE$jX%+b>!hP@wx6e)ET8l~^mXiAU
zf^w@Fz)|5|!@-bZzkopr35W?m587SO)^no#bREw65t-174#!48IdJi^DJ@AdO24d@
zRIJKtd+6d~<kD9e1g`V8D+!o5@ZA6xSer2CvZ1Uor2sPT6pAsXMDlKdG<b-=B8Zi=
z5?ZZlTCJibUw3E`scb_zu9Yg{jHRC<C)7o!pNq^s7n}JhJU2YB4ZUu{Q@R}Zs`-Yh
z>Y+aUY{WHA3quGn<gGzo+&a8~0KBkgSKUp0GfhMNMP2h;<HJuEe=$uh^DO-orb>s?
zup2%aFrrb++*3-kivmI<kGtVldtA2wc?K{$eI&E0pnp^L$g*mz3of4VRWh>}2Mr>D
z9vjR9Bi-<M9XF~80uCcBfJrA%D~j@LTjd-R4L^<5JtSr%R4!;VYx}C1g{ur3ZLm^L
zxbLOK$Wh+{_DYL1XUEtp2&DeM$|&mc2R@k&FQh^c`|WfY=q!9pz7Y5d;<L)&-z$C7
zD_w#P-yt2tW}0+lZ3;1@2)~N@B;MJ0ia8+1nPtayRwV!?A#3}!h}q(ZIF|fP>LE1a
zWU<(va_-T3nZ801APbLGC4#B?YNp9@Z{bL9?fm$S3$2CKs!hpGS@l6)xpU=Lo1%Om
z<5Q%jJ)>7p!pTt{auiN`h6MdO1quO53V3K9tP%pmMkd<VUu(XE3Z%SD2={Jc3dEJC
zjEI%q>`6#A<l^Jv<Kx03$H6u-RMf*4{(!(IWV*r<`TOY_M==HV2iz#;(!YL1fOC(i
zERBBfpqLRhY}OjdM;wYE*tNJw4`J{HjEc%{Qqqv5z;U=3#K1TTM|pz&`?ZQZiYYu~
zCOxdf!^HF{lLgpyPnlvK*FAnyhL^+ERLdue+x<y{pcKdN-4m`d;DSeg-~?Y;5o-5v
zb5Oefx|I!*es$>BKHYq%gIx4AUu4aL`5W_lHJj~XV_}D0MGYSx@8v9yw2xF@5M$rF
zQE^1)EOVP?r%EmGHH+b33(ijpEbIBy=Hp#O5&qTRIp7+f)6XjBhQB1_lG4@af-13(
z5WYw*$fC~MVEyKWQaH<r{U4srGOnrr?c>B?BL|2eB5pL&-7q=?>68YMF6kU44U!Uy
zGy)>sIZEk9QUpY#8zct1&+q@>ezr$@vBP%G_qsmu?l*Hdc@z?ZKM_54vQBFwFQNc`
zr-YZNgrB4Ya*iQ>5>LGJgszT@#aY>O^UyC+=7~xym?);m5<4Z=hr+gJP*OM9yNUPq
z34i!tyHO6p++5VySklZ)Jc12U*;dEl{l{=`q*_Q13lhc#5jTq#J9iAnORf^uH+A4_
zUojG&G2)*wN|@D()c0%cT6+_G|EH~E#JkndQC3XFJKtH(aL=<!Xp7>w&vqZptNp>h
z_OWf3=!-0b%xQdhR_>zJ2VLCxfxv2@iIu4C=)B(XypGeidC-$j(}Op@M(|YRhsTso
zqgLunTB_EA2PuF?u=)GJpDpsxr<7Z;wUnOP$ZRAEP5;KK&_{6VH>?F^9YcEs#&RPg
zI^nMheesfzSQ6dyPEB}+Y0Ljr8nASmsG*D(7SnCF_Q2FRC)RL1d1)A4?$TG0t0}x+
zuGaNRp2$?dC<acxfW>hi*4BzB5_~kl;+*14tzC}48#4Zebbkxg!o?>TI{M?$H=LMz
z(kUFfx!&)xek+=vFA^5G5<)Z%re>(3Vhy_uV)JSwY`YIAIS>2qXu9Qo+P$8|_Aa5W
zXzi@Q8<$N9%Z#FoY0k<HFk!-=wh}rv-@j_(UC4Dc_$NK}{j=G@t4ySZY%Q@6*~PbT
zwTuEZ!F^cpJHJCZ1q2w6B#Y2J3{xmAy(>LaeK3*r+FN4g*V38hgrPR)p;6gG@|m1+
zyml;7t8t(5?t#zvgxPHb-{cw9K3T0VdNzk1bX78CCv8uNwtB{GVEU96Klb3QWO-JR
z2!BqPtGKVY%{+MadPTJ(aMTVt{%~Z=ufW{eba_9xM>Nljp4SZm#$EjS>i)Wh{S~(C
zDHMb!8z9Ro7?{PO;|1CGdFMjIUme+sMUC!zO9h{)eQ=uq9-taVOxjR*Mo(Lk%8E`>
z7*A`~gu)<3;Wb{UyoD?BPB&svaXyu3UnuJmFjaJf^SZJTN5ls4qQI0OI9W`1D1r53
zV;LE;rx!bx#qZEuLCn28kl#_(;o+7Sa1u*gEMk7OhqlZauSzJ3Gkd#FQ#S~8C{$86
zPSplBnfu`fZ#Q&2j{UVVGIY}9(YTOOt0W3eI149ZKhF?U%uAbCJ2LGYnY?DsFgC%(
z)2o?6rk(kIQYU#@FIg}1fnml2{gem#X#l(6!A$alnfIBzTJME*4c#Z_&ujT(-D@=o
zj=5t9cr=r~jH^^l;6H)`T!DvYP-*(Aq<f7fb04ZI0~XTP_`*u!22o4z@n8OkT59?x
ze#sJ$RC>d`6~+A;pPS`oTqz*wX6drcQ3HSXY3a)@1992Q0IPAOslzRTRpD~%q{RZ)
zx7yPBss&%g2!d^m853<y+CN+pH^7XhJpH^e1^U6ahUcz(#=_HjogIZWMZE3w93_%s
z!Uz^lE>1W%ieq$S;QP?Gq3MMcEfYiBLM5Qp&YB4WXJ+8ys;FRcDgJ70SGeb3^LW#d
z`e5(<likdR4{~T>+F6ul=}&ZtpT|CXk;tVPU#;@4T3u7-d1AFn>=*UeFTe{`&B_sV
z*HI0Zp)q@o!9&jB18&*lJ{j9*04Yea(xrmd#bu?YGIrA5sqf}}+Xa_U5tk6{%P&eM
z?5Jz(FV^x-f3}jA4%iM9Zwux+S(SROt;Vj#Nd#`2<=#h%XzU~RM%R6Lo*@5i#QJi7
z43#7WRHu-w!HcwL6x!<Mcr`X6kehBnD8%w#e?jMrGSpPUdq0uLZZ-EQX8T(P&uYl;
z4<<(|nC&~|yr8T7`gh1H^yR<2;Pd^oZmHHg=@uEut7VCQ*deG*z$3GYd>|7Z4eP$$
zoPma1o&H9K+%9VR@&UQczRv1<|9>N}qu`5~JGV~=^x;5JV7H|I@t&>>9EG>B*!|x-
zprCALcqk|WeYziQ@hQ9ubG;)l8PBR&9&oxbRQU<vPkgg8#8?@PkW!R`^v{6v^YVaa
zU$XD-z=e&@JlIeF5X=YIQP6eYd>#(^`1q1*@W;tPdo}Xn$Hm027W7VH`SLuA{V}ee
zG}alAE;@!bf75&ra5TO1kNZ;q_4Ct}lMkQYb$FbTB_gxLYCIhQDQet>PD-q4>o})J
zD&lAI8KCyLBrdnT^u6$Y^5hWF>N@v!tSD_+#B8;bM6ljzZ#HS{!LqRVO5HuWG{uwF
zFn77-P0;e-=pjip-Rk{nHZDx_<JHD+>ydfh)n#LBb(O`9*Vanl-y~B++urnH?E_lF
z1B;){o@GvIzxZX~KE(7ykje3k;16K&c^@IDus#pRNcHgZC?b9lZb=StN>g~8&c-l*
zYQ>uwC!)F(!g@7+pr@?wLGK*}1Db;IF0Bwpw=hCCEHj2g^Ig1pVysF6VIm0;;n~@V
zudjDweJvlK@DF@iT>VreSq2$3Wtb_cWv|QvkIWp%n^Nz28T$h=pm1LdaSTwwPQyW{
zA|)*ub%jT&Mp}9*GDe}AG4Bjx@~A(;6yAbL`Un1$l;~%qV}<a}&IwJ=2>h4_gXGj+
z&~d`yc=(g#S;)|w<V{>Z6dQIwVF=vu<rNbf#E%=^hHXU9P=8D$iB=0fp?mTGC4hZH
zUuJ{bLrRR8JcEYI$cA3yey1Ri))3PUDZAsmn3ZxKW4K$X+vpvsO9N1&OO9$L6>*P8
z&PLwo@;~Uc3GYPzbf){7m~cJ^ED_hz>D%-aR7}Y#oY@#_4q4==vzoC4aqktUAWR!$
zVuF>p#<IX++Io^?4cMDw;e;vN7WsySp5p^0OH^d>A%vJk#4FcJ-UJDOOKGE^fhxYs
z)1s>{P3>!2WMAZEsP{)~C^;h@iMnGKeT&}-(7nA4mC0xO4+UDnt5o!!>^t1L0x*q<
zP~Dm65fMG-jefp>C!fW@bvB?hxXrxG`-}$s8iK9^h`r5ks25+Etr%xv3^5)DKB6DR
zZY7ca{GjcSkqb$r>U39$*)A`38J5_a=;@exGL3vt0;rxBBXi|eq#5~SjfvD5p<3_S
z!PIph=6QweL#)BY+L#Ftjv$1k9b?U#jkhdVPWNHQ$hG`y0CvWmLbj1&&dyd1FQ_PT
zwlB9ku-zj+pv|F6)633YHZWK<G>pEA9=El;=f&T|Eo;vRL!zGXqW(*3%q8O$Is1zp
zL-DeZD%|l&!z6^yFHRFYyodz_JZGkx^mUpHv<iEm_4iOtAbdt28l%;J4~?s0A3n6a
z&sRFpF+BO9g?HK$olK>U>W)0?<3!8+hM^nv(T&(4`5-Jze#sNav>u_H4)G5y;wdfS
zIW58&)G==EwR~Y0(ACr+px#J-rkGTsQ6=;|M0?-Tbj#Ub{k8FdmF}Lc;ZZ~-G>aTk
zZG2xaJJ-}dP&&9M{%eRG$SW=bA$H6AWb24)uv(vy=N+5wPj{OGGWkS!a41ag&g)r-
zH~_(-r-t<6geM_m>Sp7^(A1F_AZg!X^r|HVqCnarg>{VD#)PhcKjHw*H^5On+1UvQ
z`G#j`biDQX*lO@G+ko>Js`Pkj4P#kG<5aAA0a!_7dB#$cknTW)r-{w8<TotnNe($?
zZJK=l2hGNhhd?Gg(5);G23TO>c;Dd9!>}Qdf8CiVdJvUL=!glGkHBq+f(*l(^8`nX
z2LiH|cf4xboD_=fNk&`qE>$C@+gVrY1!jx57CM;+zw)6P$A6W??P9R5c~BVO15<sw
zXTkpz6)+wkekuOaAm?%E?ru~?MH}VA7m5H+Qs$n>mKl#Q97fr5DXXt<{6e2bTAPYE
z9Y@}r00PFxfQ{E+fYUQnu|?kUURFm=-Bb=>K5P^gGT~rTf+%EVAp}I$K>1il!4GK|
z)bAz5Q9}Ow@pTFYmnX)+gWf3qX7-ytgDywr8jK8$B9NajD#ieh3Xp&8RSW1^6z^J<
z01J)k1|})lD(2oND1>{A$EnKM*+?7_$FOQy*@#0<1+4__Vx*Yg>+9(GZzW!KTS@8Z
zZePDH|C$b}tG@%#(zEWES*?lwQ&KpL<;H~dX1zXf((hN@$!gQd>SgR|QtWC~dDo}x
zuC9?gV0?g@AHdp{M7$b(vCg1oD8wlIz99A+!nCYf+QP!Ss_N9#WngjXv|h;8&hfdX
zVaCTwHgRnO_YOgfk?Lyg#!8XmqB3C}>7NqVpz6=e3}P{!(4d8sC+%F%0@UP~7Nipf
zA^|fsH-n{F3ucKIF?r*TnK}+lB$xfbDBq+QeUK2lKu6su!nY;!W~HDZl95LBdtGR_
ziWGqonLo|vGl8&hQHzhBwSq@F#yy}%vU*gS`q&U{eqG%+txf0rT4Wc03~9;mWO1J+
z^MGW?J-r&q`=BHx0wl~cBm*-fiYgaxjqn7#uLZpQ1sYog8pSf5>dS}QOx5(wF6W}2
zxQDcu<_VZ(k{tJy?4F<Lvz-kL)iL#=t=!CKFGnX6hp-uI&E?m}rNVp;q~BkBqAID{
zTGV(Q+r(0^g)fc&GU+j;fTA&-s>efZD>3Z*l4S7vBxLAoR-7?0h!Uxp;dbrFi{ku^
zb!;tg&wC)ih6>q4q$A-uB=I+|cA_trql2?)FV!PHH6Y7xM*~ER8qXGm_Z{|%^H6(s
z9-`___aa*`Emoq-_g!v{YYyArWtkHgNgF;1?aI#dmwG-=YTKZVUXONu|D8j@m&U~^
z>k5WJO@4pnK~6ED{PLf_My9`2#6|qhnr^#frA1QyJJvP$;~8uFc!1@dL^%6d@+bCq
zm(%g-h-H{Bo3`lHumuwa>ozt%Ks&E8T%b}O<eB-gJ5A!(&W9O`Pwl6OSL59#mBdF-
zy=P^g3ciGw{Wlqe9U3+W<>#e^v!}G)^y<^JitR>ag*y-}9F9Cs-HEZkz3h(t)eKtr
zC|mkqc-KPw9@~P6*bx3xqYlkwYKg?_?%#F%-ag!t))G)40SdDBtTOV+WRn(LqEpDt
zmo^@BOnezp8`Uz|R3>*j+7hV#CFifj6_?<fZ2=3i8RBDHL5-{lIu9SCBid#DSLOts
z*j>ZW@(XC=`QYxhEylWS?I9YLbp>8Bdit2P=mwzrg^@aB<wjk5F{l#cKW@27K9-o;
zPK)<)%lb)W#U=|d9LWBLYJ)@kvU4t_g>vwTAby=WZTJB`IM={~KOO>!AtLBq$VrHd
z32%r@tt_tlNC{y{fAu~!yb{3Ga4H_-CL%+fsb!??*#{lihn)r^@FE-H&UI{6`4l~@
z{Iz9k0+Pu$Q>fPPhX_vxi6YJ-@+$z$S!HBWc!RW}hNhxHCPR^Y$`AdNAG#S+h8cW%
z8A1kW^`U6Wwu&m2w)>{76xSr6=TZ4>29ttealc^+t9~i-`_C+!-y&H-H<4`;cx?-}
zqDFyB#x2Gl#7(kWj6Sry`~Vc#_bwE&4t}HDv~}6AwcW6F*muF^ht%*9dh#cp)Tp1=
zY7lu1l6rE*oU+G5%QOgF24fs2G+&y3YHaKBvoX1->U!T9ac~<gE*tp1`C!`xFWIuD
zu0{$`#3xYBFILJc%*i1Me>N#G{9R~atY>6(dUXY*rzvmpLR;0G;tKpsm7GA;N|lCB
zOpHJ%uCjn?U`b{9=ddVhk!AY3&@<2p)ZU#Y1zO8oURzS`VO#F;$HC)Id9CdbUy14z
z^RbJwXpjNZz-%$|tR0KU-{QtUcHR&FUc7%8et_$@D`)hu587D7MMArrBjVlQd>FY;
zFe1#@=)B{&`r~IuCs>-c$y*5Z_wv)X+~Bc5@G@!DzI2n%^-k@>zs*&-3wYyD6W~mG
zaT6O12@yr^-+4UhQ6|NAvk<-CYAveHm40)uSupbbGU6K0jX`K$?@iR`NuS90rw*}@
z`#X-Aybh1wU;eFjovq(O5!c&8cFlR%XsjDbKt`B31NfwUx&PdzucD8-(c3V<mG+x%
z5P32ONF3Oh<KI7dkZoXYvR{%&EOg&bi>JRZ7tbE?C*MOcIA`EWi@adyLLX14l%%ZO
zLf>yzqjwgPA?S~jMc*f2Qa1!U>zeO&&NtUJH5X2y-O_=_BWdkCPeZ_uz9G8q(2JQc
z#Qk~1EvyT7^V_`Jud9tQj=V16#Pw)3m{}KO3wjiB-N&5j?}tPaqvHib@Yx{!h)^Ps
zk<3Twa5OCGusy&JYIV=sYPUB)M?2wc4!(y*8$b`~_7~@V5m1pWw`U$49!c`fg0p$X
z-AsYD6El<QgJpm3qa=<{nf(<UPi_~Q&Ia3`%%Z`|^JYJrPsWNQTyv$4hc<_*tIV!0
zzg^{uly<f9-CzIlgeBz#?ahX9fSWB=TG#s*DsYQ2^0dd$Ww1mu)Z2w_dtvrhSJfAP
zMYR_eX2vG|A@Z`X%|eudLzLvL44nLB4PO{*2HU#H>ubt;+qn$XRix(hj-qE58WxgA
z`;S*<x5Lj{3P<}l_R|Y1H+vI`S7sv<BC|HLVis!Fj<LFBG<|tkmF=9IBm_K(a2au5
zxR5XdX;m?YsS<0;T@)@Qh(|B$IMxh)6&6I+yRPL&NBma4)<&q~DZWZ18`B?h@|Wx^
z#N}`4U%dNBdHj-}J&rJ^g1zl!j#5C|Yo#cvQkJc6N~KXz_~PQpIJo@QSTb;KP8@R)
zoSI&|GpGU`sW(eNz?;Gj3P^~|qsO8McN_*8$P>z#9?LbDpBS)`gh6Pfu`c0|bv+fV
z{yuu(bkm`yV4}VBT(fUvTyl7xOMs<8QUcEzw&eI+e2?QLd%R<OJ<;?AMeiN1)DzRn
z#24ptLVAB**{(knN6mt+-d?L*g+bG(w*N52O!OEOM5rh+lF3BRm}8+s`z=8y7C=kR
zS?G@~<9?8%W>=*@DgfIj_(@bgNibG)NRAofakF3u)v3u!LNSskWPQeKmGn%I&NyVC
zA2I5E&TNqqG5I8Eya0>Nbfcl=$rlw;LWvGRy<YA|z31|!+syLLuYekK54+wm)pq!z
zp!JY2VnpsX&8{#WUA<#+7uCfSAI#!rCtRYev<heV_xTvw-=3!+eRD0Xs>#^9Xn(I6
zDKpy64tfbEce5`H!%at9`!J<s0Y)$+JYv%wcf;~1{0jULBbNa53au4%roYqGi8M5L
zZltQJBX2R+|6_7|zK3HRA<4sCA}&!4>^Zu-Ty33Z+Qxre{N$nyc=;U*;I1w%EK2@Z
zjX}d+4pBb(vik+d73lKm=}T*A6QXf9yUR3H*%RYN35ZoLk7JsAA-sIvQ?qpjdUffB
z4aphJ$tePvDUHb~^k)_|z;m2|SUE0LfT>%nWHQwv^e@nx9~uP5!=z^O1PMNqk+!_T
zM#I=bfERf7x;PEwXtLsxCkYP=ODGG=DJ#k;OUo&%%Ab@g#{MuU$wn~I*q1z#J0&_G
z7T`rrjx|n?)rW0TM=>X{*m7@W92y9HYVuyayy!|w4ACIz(zxi-@RrtSlui;_O-jZT
z4ihnVvw7m4fj?N=?aA4F31S^FRgQONxPHrZ4E?5Rpmg#+iVw)Z5Qt0zEk=-8-LrZ9
zlR0gc$p5;lK#$7s>F;G3NA);*f!{oA!#R;+{{_&Sr2BDn1^^A#hXRW>Q>Y2&{(r=W
zKaLrHtg{JTlgA)=Rcl3X?&*h=U^<qecpy1IVF*LUSgpYtDAXI%MtL!oCGYNF32zQw
z5SF3kOQK&SX40k0<7Oc3p*{!1`1d_uB_cOrHF%&{8KCU}PR3D#0oE4vRAdC$fUYpl
z3U*T=!2{t4<~(QWhP(uLZ)8AmAHfihq=cN*%h*k7%loyzI_rC;`+u_bUS}S@%6;WV
zZev5`Xti%=y=GOmSNz%K%U6ej0;|H(((1yBua$+e$56t-OIc&>w}lWC?t*k#xsHkz
z5oC=aJ<Jm;8Z1@;xb;55ETtdGhDt<!OsGsqZ<y5?D%n`W2F8{a(8DmY2lRkC`QM*A
zf&|`-%$4D62AghdqGtpuOVRc+{vk#tK-yhKoHiW?cMuFhOaiHF9BE+c;U?=?2@hJ4
zL&Lf0vANG<*&sEcMhvKW(3=t2RB_%g^54I~&1!gJs`}pkE;inbtc=St68|Xkl25n$
zlM+@k0AF9lo{xwSovVpYMf-0#i@%$e6PuPIK#Ka#C2b`01xdpT(gsa#<s7UFU-e60
z4X&e4=Bt7J`IzA~)Lc)2Q$*i9epK}()Z&1)1;>ZX%q&wP3~8VJ@`vEmv^xPB_SgxC
z-WwWvS2dkFy9{LKoX*VIe*W@Y(|{_EjYrZT2iYKcq@q2(-n%b<oelP!`Dgd}aExg^
z+C`Pm<Ux_}cV*`Ul4UZwI%$4)mlljl*-;J|OpcMhYftV@sSo|V7gt0X<Q7l(ll(y!
z2lpE{x%2zYg^2Q#=oxxyd_P$xTs#j3RuVSIak!{qdT;>~wJzE9?}vD48H!oqY%FXs
z9NxB;Add_}$^4yw!E|hVav5cm;gw0&jFwMH!TFou9rfTLuiz7};3+S&bv-j|`!-=1
zhg%zqZySqUDGM!!Qz?FWtlkGP-AwORY1)sl(!DwspgLp-@T&|4d2|S#xO<@Q!?Vo9
zQcR{Jl+(}#1Ad%P&t2jgmy4##lNz=+d?Q}GiS@#S{B!?iXBrH3g;O$rq>>fIK!)T9
z6`z`0aX)SGs##~>TKvyrj=Ltvc@2JymQf!i^})(j$wH7((~oza=51kQnzD_TB(%T`
zizG@sHJxL#XmeC|bw8qJmwIg+=ZlZDSdi+^=uGFBpV<6guYctsE$2!CcCJK$LOjl}
zeXshR`I_yx!YZ=9thFGsH8CRjU)M-9?g;78$801s2IY86_ilHZk<9b6wlLKzACeqT
zQKAk$hs^IdM_N(R(n6g?<nCFXPNVgP&R-tyy4G8S4oKD2wD0^o;Nb}nF<+0abhW#&
zUqH{C=~EJM@NJn5+~U&Oz7%M*q(;$?cAGVQS4;BN5$P9{ZVx@EGZUckekDD9{qGF<
zi@WLnhXVY2t53CV@4Icuk8ac^M1N~+kTIOykG5K8yNYl9p_zcli*;Maq^>tRZ-iAo
zH7ZLc$H)k^GE`O>(U^~U-rRe3$+5;vc8Kx376W}7fV71QJ4R6zg%hGAll5?WgtZWM
z#t@w3P;!}YN0c!aS*Hx7o@}$%K9?;FkMo&~S%SNtr8%wnL(ZtJqA)(*#{3&?GLx{w
zr-;0k<k0l8<P{xlMH&KIW7W8h^tcW|JSJ8=oiI(~XSOnMrh$jRqj?8|g~EN+HEEDK
zuWb;i$)zYp;!h)Ftg7!oFzAlW7(7hTJG>zW&nW4Q2}&lPf1e3Z)A))9X}>(nv1iM%
zXV12OmhH%qy~Ad*t;Om6>_=P0CH~{_Z%gLym1Ic`rVcgAu~%Ek>EG6-B;you0+m{P
zrM&dw0{l$$D2bIB=7q7TUyDBgUHSXe((=&K{D3fOOnUOCG-UHN^|tfxBl|x`mNb@b
zH1=);i-Ntml{QlQI_O-~K>>WYo^!QYoVl1!z|q(|$WZ$^fP`>=vAR?`{o+7KBH(ct
z*@DPImtDS#A#(3WRTRmHqrohtH)Zj>{I|IN!NRP`eRoVcyxPcO-W{qe^LWKY-Q|VX
z3opG!6hcn}2jADWSfRLB;ng3ebjlJzy-i}l46X|y(@_%ildlXNAJf8v!;piTF#yXt
z1)%g64?H-QcX;FFA;)z5&_6|X(dzzMyT_IwMX20^Bzx#<>rSqsSg`Heh`ACD#}WFW
z0Tr9EwymY9A2+p4rDJqlChhNCjvRhX&9^?7{nZ-i|97>g>aNf1HcDLPHd=zTa$CHk
z?eA6FpU>Z-CK#8ar*=9&R6kkqp%Vk@wcNLV5&;M|^zv*rl*LL0b^>+#h<Cq!Jof->
zm!xwY9TCU^J^CQ+v%Rb8e9tR%zkb1y*L|_&3tMSJ-WGk%L*DGiYj$JMX-8q<SLcj_
z;U`(&5J6b?P|xe=f8CgkqHg5f&^rLBj9$&m2l6GrPrioiSBKy6&k5)e8poLTljIe(
zk&I+u0$YrorfhfkC+WLCLo<0W1dzNs&#F-7c`6lfa=h+YnfFu@>+WhzdRo3x`5zKT
zstbcAcoX6mc0t6{fwc_WoWe$7Pw#Ke?*Y%0B=UF+aTJ8T1=W<s9QPdjI}ADgA#w!t
zxsH9w>y-Aqz1dVY<PP?`#z8@0>bZf)Q%)@4#Yg7zW>sq(vY44>`~QwPq9JQHDZ#*k
z?KLK;ymOhw$E~%-W&iwJij9-ulb1p@Ze_j`G9t;)_S<&U_4-22x&W;bYIlA3(*YJ@
zMYQJj=H3iQ5)oljk^MFiQFo@zU20t)UVS0*?f|`pE|@6Q3=aG~efL4&pR2~NV9&>+
zFjvjokRx=;{JVqf)#g9w%Zu;d4W2$S?h3S>xC|p*gEes<ElmF+^|)=MOT<E)&u94R
zKa{;EstMh$<lb?sd^z=_rK&l2#{F06!#f-K&b>_EulvpiZsjgjY@pxaE1P8-l~=>P
z=S$Q3-{R1v!-Y3>=-rKv(<=$+^Ucxzmf3}}$ibSd<h2;U_2A})^o8=+Q7fxC=}O7F
zJoJvMEKF!g7tNYHmJv4Z&5Vl9qt!V(rvD4xd`raR_@=;Xhc~XTj|=skkztSrn?+zv
zjgh0IkgdABw6OZCt#z53gQK+*KzMZdV`)QD*TgF#!UwRVPA%AmhgD<MVnPSFD<3Et
zWZ%Icm0<&{*fp{i#CFcn&dv)Q;e-fxz|~|Fo<IRuMR-BQ%t0SxkTTgkSRtq;C~p!2
zV?U98;io!IQH0-8j`DSD#F@OJ&vPe5Z96kXO<kd~*19r&1fu{wfA6oKW27?VB;K|(
zVh(&BHNj*XfWuAln2J2W`%xAcYmOd+2lV%BW5?f+Y&VMSW3W=h0g^Z33~A}iGxjSd
z=k~zOfwA_a<@VneET821`HP-kw(DYOT=EeH<!C#36LoaoM;TCXsOzWverMt|Gv3H&
z;ysj|uVNB8Q;~idBX3Tq*N@)##AI|>|Fu5++ORDaj|ghImBc7&^wVI4U6H6v$UXn0
zBBjZa4~F`<zAg|+_Xr5E&Id79{|#yd*8CXxo1MkHiBsrDfSEw%PX1`hitY`Q8$%G7
z+?P!<nyPB?Lk?9o`T^_Ol*$AmUqOHW?!PsVIjJf(_cOi_e;Vz$xP<p9ZLJXmf)~LL
z!V3v0W*j|FCD_?BMX)fFElu^d!G<&ThG$V#TYO|0NTXjbyPI06bS!1$#AV<Hvj(Jw
zhQt(Tc?|=zH#!cl6nsLFsqH4kxw(0@we@ZIuexfIb$P!Z<8HxTsou+`0N2wJN=j*~
z{E%$GIAf#Yxrd?diJr15HwukS49o$?cn)c&Q{iIlMwAxm*ElKA5OGQ*-E%C1d|^Dw
z;ui!zN+a!c<x<l78q)h3(-|AsKxnd}BC5|{KIK;v9Lv`g_*A6$w8d(?Z*@(|Fn`LA
z<Yjxq%kIt3oNAH01r5<i3>nYIN7w;PcvoP}XhPq19byEfnDIkV<1Mk5o1#Xq7C#hi
zQVX*T{rDD(LKr>j&)QMU*^XTQ&zU2uJfLi{sBAK1NDKJd{)@y%TiPUQ>3((h%vB-k
ze8dqUN?QbyNMi!0B10)3(YP9j5=9BU>KXKD#{Pr)OuLS@%!pkB#}l*GdnwNdg4r>a
zFTNwPfU+>fKQKYy48H{%^-lh84^CX?vU3F%;b6Hh5JI&|4L0J^lU4nsca@@dwZxu+
z?RH55NSfjv_jd)5ck7Uehh9`<PVR&WDSnv7*swhm4g>QmL1s#Ri^_;i>R3_0e1$n>
z%Ugx0gse|dg^$5-%$$1AJ@c)j-^&MQ=)qTDyAKNB5qsKtG9nv`2e=}*bjoI2PFy6O
zBtne(`ciRm@A(zYw2dF0T7(|pLeik;$GC;?7|KU+l#0&S*wWBQAWPFhAqTfdM+o*H
zRAdQ>RS9I^Dum&$L4X>7PmjWrQ!#>Y!a<;G`UyHYc>W(~Cl)0^m>+}{MlY=)Ep6&c
zK1a@%BV)8dW;1g<)I)*>f)UAR+{eLN3>0KC8AQhsWZ^KsNIX9UP>Uj{^(|gYB%bKo
zD>1AvvQ0Av$TMC)F~uuCCSEj_OiWUFX>3}pS$?Nop|88PLXg_aaV_n|sNtO4#24U~
zChvS2at~d*CztuUI-IQiS&yMI5?E+np#^E71wNrrp#?Fa1tEb2Pye!`;p5XU9Qf7M
zkGi_72QJnh&Vvn2&7^}$e6InCWYnukv$<J=%juK7L&vNhvY_@-atk*8!{AeSIo8!W
zWjO44QYJMW2bZYMN8c9Szgn`FJsqQWVh(}zIzDzx2kL4IpD5ae_yRm77o;QK4MZj>
z;Z*}&VtqMUzw~=nIU+g?@WUky@%+CMoSM__*Gu=iaSB>`8cqHfOg^v#k<-?)(mPsM
z6U)kmQiDQ)`i4+CkQ826C;Sah#$Qc1VWE3Pg?(F2F`RoogJG?JRGt2LijacKkUE#2
z0$H!X-gCR%=Q1<i1G?Udx{ZK1peuB3<gY8#syip9JGZDiXKa+MJC{#foRhG#qz;Ec
zuB<v(?&S2B7UL*!LPT-0d4P~d=(W7Tm67A5O8Aj`dZ1g3&4;`fX`lT|J{WhUsaAZ|
zPJbKLos#sSsVy<Cu%I$Ms--M7IbRT#Ckm{FU(-9@l2fT?mC3g1<sS`hV^A+Fp_7WX
zYp}^a@;`=hLp-9bcn;5a@B2<I@|8r>`#Qejv?+@@Y$=WWkVSti54-z-v9(W}Y*c;y
zfu?`-x_P`J_gzx@q2&<C6y4fBizQ1tDc(#DCh!`(JulPn<ew|VJZC4(g(uYGNhEP=
z{T_1)wm-i41~3HdnWXx$jE8LOWp{l>$IZmQgXSMT$}KZ1Hr@*2zLxnQuLwULQ&~wp
z&uhW4(k2-FO1SW=U^7>v`K2CzLnf#F1BHKihiP3QSzLdAz5HC;sk`u#a`qZ2gS>`5
z{c6+k@9$^2tq`>@?o?*hKqd5Tz07@Bd5FAC5vQVoalZ;fMT?AQ(pv-1I$|v}z>C|W
zI>q^$@7beuT7Akha@JCl-M#*l$+M_qzv8v`+nPk*+Ex~7AI{3^zj$}=Jy=f;`Kl8o
zB{u28j^gq17(1X|6O`v6RLiu<rdg&@=!X|H=Z;XJ{<3_lhts=p!m_D(4K`M~`|(}y
z^=KmY%U|BLi=DP0+68Q==ifAZqO2gxD42Z+={{?yU1)&}y*W0$w5$~wLO&>+_d)7B
zP!@go*FHZvD}n(0ap`HdIJVfKs(QG%EIJ-VAP2JV!Nqkd#0gS+i}$Mk?IyEg1}{!Q
zI5|Wg&p`-}Cb=y<fnAG?UyXhU?>&<!0)84+SoWo`Soyj3yTbf0oYh}AKYszGD(a+9
z>84K^rV44j7b+g4DQC|rdzMqdk?p|#!AY0XOTY45|0}Vc3-PQo$=m^n(38XlQ+2PE
zvGd@sFR%=;?&%jNI3zfEdDts?g$voFD|os25yA`t{G!hmc)m>tOn>K^ouL^T5gYx^
zJpGGNctL_HD^h0S5%M3z?X#9hJFj88yJ5SENVFeM<}2Qh&=dB!%W8GPa!sh)Q0xw;
z`aXvmtYX|)--35qufxiC;Qja#U1wr@X7fHR&Xv_-l6feh<GfI2b=k9h?qU1E7>;-%
zt^~qS(u)@)=L!G36HmQ}JsR;Qdw(v0rcJVTDt0QKl?|%(4syfE>U0WE-%tz_rshx@
z2YV|LnF$Sk$41K+H>*9*LYfCDs6KbLeXZl|^W240=Y@fe_iJlBKUpkma@rhf@~np&
zX)tmlDwz3)$MfkKv+pxk%~B<_j2kF=pc#ybb65zOPw^xpkA=Mj-3}aot}b^u`Ttuj
zSiS4J0~>H7Is(?VmwJBh$>4tfLGsZE;r_-8;x7%fI5~W8E0?m#ggUqS_<eW!?t_bV
zKRfU79j9ycKDh!v_{@uOzxk=g`b!*&?n|NlOll?-VtF&zH6$Mh#|(&WzyPhFuW^Re
z)m$72be&&1&36ZZM`6-_S3?JO7Jz6#ohNm>pY}N~1ig6~{SI-zHl=(7pqx8zk%51o
z4kG~%>9kodX1&N4hCIEmpFp5*4S~=^THaw0sWER2R^-+0b!WB33g!|3GT$X|!pU$>
z_R^xerTrr>t}?&pD<f=X*9Rh^CjcGY8*_hl`w!WMJo+5?FQmhl`dqVELgk;VFEYse
z-}h)=WPsPv_3uEQPb*05vc4H`w`AaP^%0ExxUXB~EZVIHy?*p71b++qPC6K~8hsSx
zyO&tKs+7$m-O6`y(s%*|Y*zRu(0u6UWa(bHnY6!TIM_-6xPGH|2)JBGqEw5IqF%qZ
z@13G+uKQM9(%PGoj#h#~_O{Dwg;0nm=2Cv{ikPtVt~>c)FfZCYz-w%Pi?-C)1#f@-
zTaQ#VZ1r}jM~VrjHgNe|V=$)ndg<Q9?aAWBeQN|3BFOV@<L<-EyVX`4G%i#3)&A)s
zl>2GBza!$~#t=})<zk|I3gu{P=5|}2T?X>H{$_T+cWu4<k{3$43Y$wC+S`h&tAg^&
z14uU49_=nRy8a1!v6pnP;N`cx&{f;GtQ<AZbM(~F&9R#6%d=t5G1Ur=F~=_)I}YV9
zSIrR%i?cI2%Lazp76wM2GVve^8qckjaJ0zyhNiIO6uw18DdN2aVS%i0&7ZLZ>@KmN
z4%bmkTZc1%dfx7;m*uzkU-_>+=z*$~eFh5XU1dX_@*<NnQuEn{9lm^dw6kZFoh`a#
z+}<wg-`0BN*Am#;9?&A%F1oO6Y#fdk+11qa*y#GX8qdRr55ou9qhOD&!JE^4N}_la
zev;PhX8F9^S3t!LFFN!Ztbu+t0F?Dh|L0HUBwv#mhxUF{gOemTz@dsdlxtw8;1|aw
zvFCVK^o8s^oh5}e&E=)tB~{fWO<xKss+gda0u;Tt!Da`QFT4sKr=(GmQ?Eauj0EYC
zt-KAF`LxaU7cV3`<Nd_PrO8s3?$G^4V420gBe{&GwzS8NR;+KldN+dXS=ldWL{jmG
z1@6VWG4_aMEq^zj{FvDoVlmxoY<UzqXYGYecw;#rS4wTDb<6?mgj@&1shrWdSKu<S
zZFy!Ms4=f1PwXT(DO%<=EhRnus(RQUfzUP|EerEyws>9>RwJF71m0PL^9jG#U)!la
zXp@ku`HQb1@)i_?iQdun_lM9iv{lNrDV5RqifK5o!Xv6B50IiU*ZHP4okqMV_;~O)
zXbOc-H8LqnSx@BYDc8#s@>D~`AG%@lEQn^pe9p^|Cr7nC7Ltw=TnL_4Q{bf_F2Zl1
zMQi4S=0*onUHHd-W+{B8eM<D>ng_V}9#zZ~9Um>1n7HW6;5=2O+|^DMwtuWiC%t9f
zuoZt9DVyK`$a6rkn0((7X-%lT(XU0(rNxGVdIw^Fqge3O<E}2Mk;|L$1@Psst0Lrt
z<8uuE@0?7b#?V`jMpKxY^|?3)5tGpA&v9;Uj@kYR3j+3&=@>bUaV6Ov1MMjd0t)kF
zhBYv&eq4P{+?Sk+4{a6EZ56D=oifJ}IZy&b*{#Eu+Z`0E7FmT6d)E?s2wWYg9+l0c
zfK1C0P8WdowB)>=6|}KiwWYh$6+`GUROmA7>GVTk*4}f!F9a!6uVh)rj9B|9M`7o0
zzFwTUTo4_kT+53&+*|7YwSi^>ZV>xZUu>b9R>3Rr2t3dZX3fFk(A99mn&eo%pvbnX
zNU<tHv8mI)G}l;s4o%-P%{y+2Ske>eHIkUs5>T=DX+fP7zVWpLgahgYC&0Zj?#|in
zZ`i|7h(`{QIreWq(BIQ94a0wYV_O|(n(7f;9Fm+{WEh)EjgrB_3zLDQAL9_DK)K)3
zKtgymeFfD#d0#Y&Xw(WkZ{kytLr0i*;9ViMftWUc-Uc#)Ecdein9&i{@@aWM+S?_J
z`#_dESGLORQP?(##~$N<fa(=+@6R1FNVUH9>X)L<6e5Mnqa0C8N+edK3=_CojTHOq
z3sU3U&`}t^4cdMSIs&-L2OFhPB})^nz2D3Gmus<rm_)l5^#>3TK%%X;B(i}$2sXr3
z2`O+WDR-@?a?CF*EK;8WG7aSD2!`i@va(IkT_eCera(wcSd2nZk%dYnJMe5~q*JD+
zha!_%(Xh=LOhiIMF{P1=WeO!oBU<)VKiL2cpMrv7q~hDR3fp85Y!yFn3W;B9M7(Bb
z8m#{vVBdvOg7hr3=+@&Ptk7PbEnTVq97(bdYRFUof8Jm=90rYo`6+_@vD?0FP|=e?
z)c-qg%aB_$pi{{Xv<zp3r}#bi8=+pu>c<3J3F`LhW9H^Y;xEm*I}7|Vbxn*12j3-@
zHGCU$j~v<;=A~EP0YT4TtShU48k>N!2Vb0Cw*<a!`8ynU@AL(~s`_bH?dv~#P6pjg
z0T)gjhGsBx0(9S>)%)yEtJ#ND*;Pq9Nw#S&T))32X66vw7i>A3&1L5d&&>V#TrsR+
zc?A>*_N;Go$iEc>pVeRfwLKhBT~5oc<B;-Db_B)@XVsV`N^0!Qz9_buV8~0_r@R!q
z&Eoyw!RU3Ycl5}A^oU|B<hzXfPhW65lyExd!Pg0Rw=RSv3l!uHT<joPSvaA!oAr5D
zaTe|~k4U=ysnO!!i_cg+dx#kB)MdZ57FH55i)9X<hK4@^lNHuk)>YV7JWjQy)STDS
zCou)(I>rrFJH~%bj$?6>d7CDLmo|5uHs^2Dnx-$7roWh`Z=9x|ZA6o%pYK)dSh+;(
z{vW;7+Iwm7xzZIqB0yQAe`|E|VhH=oMn|S{ix0k7!<Ero>xYcCtk=u9`nF`REB3xt
z|0yoFE@!Id>C_{!q?W~gW^T^s`jmbXgXQw(d{*9zgcZihkAzbI^v*d{G6v{Y1oYE&
z;C~)^1$LGLTz7CE`1QmYQf3UxI^A8P-lyqjJnRoJ@$x0Q=`?W>mg0ZoxKndV9Mzc2
zd7zLN{t{7R#s#PkGb#LZa8H4#yKVM9wlgFjCe(u1>Zb`);7VnnINPX35<x1X!7Mk$
z?H@ZN4r46lH;l^1WL+Y2-LaT<*aC$%q-8JkemkfZPUYQmXS~~d1}9UHGd99%itlys
ze1_L1kq%0J?S!?PhzRtrX_t5Ke*BwdQpsTx_i$%|i=hG6)3NuLWb}nC0`nrQ`;PHu
zBz`p;?=JapH7^3xA!&L^Yh%lKNp>_bas@sQ0nsQ~mK_@5JsIRvSVFNGPmPHg@mGG|
zBEIKF<5I`}HbW_1P~XRip$D{<I5n|dSQ42n+59(T&+0U1S53~f>%}4xB(WMVZOXK#
zrnp|sR2sZR#)sS=F?`EqB6T_JO7R6tI|l7_?$1t+vmAsJNEvKN_-qly+FtX#V)0M1
zZ<qa$Plt0WFj&Fv_xAT4$^0fmb=+coz0p0kKc|+WT3}D|D317r!b`%OX53Ez$dJMa
zazcQ024{dXv9ocqF!6K9l4s$bt(zF(%Rr2t_CZkyRLfIQ$w?IcE@+A55kW*|Zb}T^
zB*(*JYdrd_s3aO_GcT+;3+r7m1O}*)pF<CdIvUyv6QWW-mezH=uj_~^tjy^U^pi%h
zE&#2kmiblIWmVSsN_<+n!g`+{Ih1ADSL8UB=Qw;Z-YzrQwKv)cpOyV#WFYQnAYSo)
zi5*Vl5|>d$XbJUEdVKjUCyC{y2Fnt6sd&}vwx?S+=2TJl$M54Jywktfq`p&DszLhr
zX_@QUhp79Rdl_kX85z7%dFf~QrVJTWqp6NHNosyVFCDvnUq01id}5XDQ9v^#TfTlz
zAp40=dYsRE++&qnbxjzyZ$kD^FXho{GWpD>yanA<ey!}*3T`(u&l4k)fvxdfm!IAe
zH=#kHD`X>=Vb^_H%i~?8FX)8UAb^)@-Yk7JoyPDfER}jIjb<}@<LL3xZ_0xmvcuQ3
zz>fIHe#gpY!@dGc3dMi?{PFX(PxJ+lY@T8T%2xv!f0!(jx+*$an=0b7rBM`oU9L1K
zvTJA{46<UBwP^bBXWX1=@>Eu)0TD#ujhCvaQ3%s9boH7X`_IX`w?pmNqADF8O>l{S
z-yE~kF2}sELA6^I4c--YHbT(((0TPoz4QF(cyM2Evg-QwVBCW}!`#Ov!9Hh@S1qF5
z52cm4ooQQJf)B37FJ=P2Rl!fKZk@iPF0GC}e7@}V#$Su>J2Dpy*qc82$BM$NpWi<C
zyxQuwv2|@zohSC@ZnK9&;WR#?9pG=vp2l;qCas7D?jFR(!%TCp&lBgnLymq1!h+AY
zX8;xBbi~dg=zeo%`JEf`3epFKN_Ti;+>Tan*K*sBx)p)0w)=H}+v+NHw;urmT)Okk
zNc5$ydzcJme=g6bUy6|a_}gD-G!{Ksw`9ldNKv5CKcqh>;P|ZXmPZB}>LXLur|Eli
zALI4+yF~uc{Wab8GIDZnycvV_^X@Y5U)Sx)y)Qzl;|x9ZlUnoe4!ya`qj@CXOH>mq
z6L7gU|M_1?$oWseJq1iy|15rmoL>KW8iZcWg}R1c_hq_ikHM<OPoc1J(<{HNjf3p?
zytRqt8EWA9{2%j*TC)>8#54Y+-T(A>?>ng}qT}Cin3+IeGl1Xbuk}1DIiQ_zGe$c0
z<^0|=cuGfu5861c=wbW<?zzTZizfP@%<AjhRp<8IDf+U@!|&GzWoU>0E6iSWX!t^K
zFzk`6bGwJ--!Yp&*IY4(15a10$I0pkT`YuT$iLm6fYqrZV7-W7;ZWB7GIWzA(<d=^
zQT&Z_U)-J3jW4M;4jOCyM(Ar}Ut$LC#h*?gW}ux-N~i=2QR(dT=wNT5_4W34Q|+01
z+q<V((%$FOQ+KTYoR_;D?zS>;Ioe+aKK_!!ak}@sPMr36bo+-Nq&}{uKfC>3S-#45
z%CB#wQ#w;4Qu7puubV!b(K*%8eFK<ib#&@d(*!8eHhLLxJA=&jpKv9PT?l%ixD}r}
zKU*``$|y)7C<9`<AeR3g6>aTU2nfo=Bs@q*Z2&7|a!#k2m(RVf{_@hDgy1-y6q?ve
zNJ4o0?-KN+cXf$^!fM;mQO1!tyF_gOAfQvRE1_|qOCSxRp7%jAm!B6pqcf?mz>n^F
zZo^M4;6#vPWd3j1+L+aOLVsT&7Q&rt{jVtlD%RAC{s3>2Jaf&skd39Rhz(b$ATyB$
zZem=!KIczECuDm!)@WJEH#@a5uQP98Vx9utf@)iZJRSd0il0NdCZ~YcdhP%I*qvv6
z)4W$UE<!jJmy2`-1lLkvu;Z`V#}3KrLs<H4FkkbOZQ_bcb2rd&3(LpF2X&0Qklw9&
zW_^&l8m-xFoy-~YdO+krT5F2WS2#%+;Q!A>gB5bO+1%J!Af)08sTP)6PVN8Gbc{Tq
zGNu|(vzrD!TX$BX*=V9YIrivVJa==dbht=EJ}=&v7B=#S#sH9M7k}4*fyn=pM9iTn
zI_gcxPHdJPc0;p0;_u=RVw*$n`Pu%0q{UeK#H;oC>uZ?neQ47Na{_b!7#A^@tNGK{
zJ?i*u;c7A8)Fw6EJqWEq;g+<ovk7l(?PnU^wu<2a>Rmu$jy8xi%uNY$IQ7A7f_ksd
zM!p|16_mFvoEPYe@%LOK17Iq-ctB$muEBx<A#ml2n51h&{{AnKU3dx<NyK>aq^$i;
zr`kv{V=pdl(UVu3Ldng4`#CH%%E-ngStZC^Pv2eB4m1IAkuV-4IxX+bH_lfd*)L2^
zshmO&Vvt7j;X0O;4i#oUwd&(ikYz8Pb0$GXjxQ2@JxCktPJf8FYiSE*0s<5ec<MnI
z4G$ZS{MU^2xeRg~feR5sz|X)qA@16So-<l!lUir9dS}ymjO$<*Z;SuN+ckh`o%EP0
zixrLmAuF-W9ugzUK)V$nE4;mm$nA>A-SWtta)nSYeFks+LNEOyZ(z`zv%cU(=WB{0
zwu@<YN@@3A<?L)3?fxkmrN$osTtdz-*I#QNSefnFnjGz6W%J~qb3fn$SZy34$YTKN
zVP!!&#A8~C9m3|`Fz8t`SSvD7CoobY^rD_mwO06fognBe+Q_q$Ep73C@=5$gNjaz&
z63MRwXA8Mu$HsS*ReDU%^3v+{5;;|y_WPUKA4(@p-(oLIhmu}D`wu;WgOjrE_|`U?
z6ova@oN7k{ekMo}!mHXSpiwKNUdN}>0Hhv4_p&16ACr*0fTEM=XEO%U{mQh7$^YP3
z0+=+7o1$7Tzu_g74vcTvR=v-7`eV*K8Qf2LY5{0l8%GVq^kn07kT7>_P$BEWLjd7@
zSKvC5LJr&?59QbOh+<SCWh&z?jp=aF5x;W$Fe&}0Mpap-v~cAbg8?vU#I<~bn_Hx>
zU6!3h76Q~R#Bc`w``qF)KkPdLPqZZTmeaRgkb2n<JfcEd4<};ev5}$<c9EbXAtDj7
zsnOCcu;<VfOlJd>CGz6%Q2>RfHKnC*r2tQ-r^62-TI5UTJH{Htr9wdo?MbCDa1Jiq
zXS}b9i$lYc-z!jpil`&ABD1nu9%+$Tf@BrppdP$%&1C3xcR?~lq#K?YibcV6qOcKB
zg(cTI=t%hIAN>_r@P|5JvvMcG!l{iUB3P6K&~b2{cVw{Y8muT-<W+y9-$10F%;Yc?
z`6dJNC?m_aZc0;H{Y}9H!GtF-oN=*2j!DMesh4Sv9dfbJl~*jU&bC!I9;hh)JsD3*
z1HRxsRqYpYM|En!E(_=a+_mWJg7NJ2s*%2*nTF@4#*2a8`k2N!ToI)x3yb#ML~o~6
zQ<2kegAh2`ykTVrKd<D>GUDfqz|2pnnK{)zupDk-k&kYbQic|urA@nDF9ynYPakC1
zejip#dQbI~dmLeu)s8?oS-5Vk?w|k6ekL*Vpt+>qO*L+j5++7PEB%-*ZYUa+!i$-s
zx4d1eXP9&v{AGihcR_vk7Nb&!UblTc_O|%*mv7^!RT>p2pM3O93p2JJX2KZJtQ>uq
z@Yd@QdHZk16gp5L+!|Us02^14%u&=LEB|~pGePzG6HipaBQa_<PwYq;N(IFp1zUPi
zIZJHvp33ry-g3v{p<RYa1@CnQ?;ZvHdj<Vf1!gwiLVmkK{=h<hrw)EkoM$$L{B#^H
zh5Rm0^fH9abCcGhD`q`2o_!uk(@bXxKkMu1UFf{#lkjA0e*HGF1g~24oHp)cpTyIF
zsK)8IuF^+{>ka>SjZh>z^PtLznKE6fMV2h5n$AZCPNwe@-RaTF>G8^tZZ-u|%k5n`
z>PK}RYxw`9Tv_h1`=Bew3iOfp12P~<i`Qc?6eg@D6ie^~F@eEuj^2r)v-<#gwU>Lt
z#(E8Q-7dHBAQ#!$KP7Su>AqQDm~kb;bOo7I22iO-4|TlWO-VhV@hSSEE)|2(xyOc*
z)B|9y<;UMgaUUzoh+$K&j^yuI^E9ar9j15Q=>Iz<+W%#hTgiReYIC#yw??YlIY4Lg
z)N@=~x0#flOt2Z;MnH)SN0tM3?D<etbzim_W6LfpiybeX{K~Cg;x_ZKU9>_Ig4$AD
zy=ExCZr+Fc93QL2{@PF79y=oXeNQYXIBYueW?#O2MySlS;D1N&0feW03cxA`!LuZM
z15zQZ_t-S7xF4=R@96J(e&fhyQxY!e(G#r%?CUl)m6vw+k5jLFdj7%Vt&NY}va2->
z2JQnn`vCdUjimGi&$$Nu?_G7@ZS?JEVL#Oyr7i9=li}-!&}0X%wTvX+`)Q-?X8ULY
zt|TOoT<v`dS?_-ULWgF7bMh@F7*X)lAb2g<1JIDjYfB0@QuTTSN5igV6k>n?PYjX_
zo`V01PSY01@nA<-9Z&O*V*{=0SI<Mi-9}-ijFzf`a7dV*>{C)Jb5ajk?q}N4#su_u
z&$Mk9ODaxvfHpw(5eHpLFE+xL&)+;I<Tt8&i5mT)quwB>-XN49G?yS0=C9Q}IoBXO
zSt~H@DJbMFEbyk0*QdU}j`xj_NTe*1^??~!p35Yd#7PQ^Ua#^(?*MfS^v3AAPz%tB
zcuM(t25S=G4hF5;*ggTeC<xIJ@$%uBCND!ZU#rMyD7d@ov9YnT3rdI!O0aNpuy9JT
zi!w9ta<Q{93JbFG6~eii1UYJ%7`u3x#YLn!rFs$1CK<(0j9h~p9JAF-!j(XUyRqvV
zH`T4U-Hw!~@TvFHV{{qIfxA9DZc7rA9mui^l>2hn!vnB^*FMZ~Szw{9u{|VMZP8r_
z1uY*luFZ%oz$2I5!LAzW(l{|EoqFm+?kZfsZ6K@h{yvGyyorUI3cpEdsZ^Z3t>Vq&
zxMV2>Q|-rfaWT(EVjS31a4?nyUw0i{$u^xIz_v4}sm(KTSM<{7w2c?c%vNwK*mpT6
z+&IQvhhKbEjptB{VM`z!Cb)Q(KwPE*sn(2l8B^Wm9Np#_G11noYpQ({tb1Xvb`bTW
zt=9J9!xC+?PxJn^(=UlxT$^nf>5r@b$I)2^McKDeoZeMp>Be2UQ$c!ZP(ebv8zcmz
zyIG`DI;BM<B&1s!q`O<B!37q0@8{iNW<N2rAMUuW|2gM(z#~2T#dH?QEkY`P7sTs9
zk}uz$th}gmdVcK(8wBxz(9Sph)*)6!0<qQ+|9GDHo=lz@Y_S47UME`S4zCN^*8whn
zdxM7+6K{Hu!A4sk!vAO($%-aop0_!JXOQnk_eZ-~Ypc!fk6ZE3!0VfTCIA=dj1>w;
z?T3P(?T_nDXz*4bGSz4U__Ca2cs>Dg3k?#X*tq6<OI6f~Tw3e61tJ<F420wS7-txI
zQhpcDo1~-|@QTF3jF&qweF9F#R6RQ|7tt{xYY!JoPEwD^UHhW%9k*h$klx;x>)SzB
zD|3%ccYyE8|6(fiBp2R#v3a(Vm$!Vsb0DGQb@tsxsRM)H45&5%tvz`C8}10aJE-GD
zKg`dBx4Pa(XX!}#J5n<PjRPA)^3_2|@H%3c0{&CrVPWRe`1-}Uuo@vWl&H7&Cxj=b
z-F;)b#U{SP{cwQh7i3kq_T;e3==q(8^50dU#EhcxgK(qw{Q*8B>)dzInh!fQiDbX#
zs)9bf`vNow8pCV+r$%xe=O9M`TLS=E_`@@?$S`(rC%rNJ$K5xeoGwQMb%q3D8o8ix
z1cEXE4Qq3WW-CuQuigEbQ1jk-mt(T;OQYrbjmyu8U%vF*>HKqq+O7e&S#!O0bvs^F
zbJbAy*m=ltg?SJ(!ocnq><;IsXKXYXsG#vUyQCr6`|#GN)#rFSyvG;fwAAD{dU}{^
zb^ooN&b`>NzOTm!pGN23F|EPRz@^(zvHphGD#Mr4b**jX#m%i1e2wC~Elgr{Ok!V|
zSX*AaY-D0>6c&5=oSj*Si=mU`d`4KGGQ;lcdk&@HPdzlIei%)&-Od=gbcEm6PMxI}
zais%{&FBO8iKM;t*d0~0aNo)5C@x9CzwbvTO!qb&#Y~S(Z~rI?n=gx8M>A2?u@SRh
zXT1C|t(m%Q$=uf~hlLg7y}lv!gdXs&lyLD;Mu7Q0*GsTKBMTTJy_~=Jr1Zm`8RUXU
zl1#WZ0HfcFyZpN!VM+mj4KE}?hH@Qr%>2e%qzL(Qx~O;L1=|O5g^k=XH7hO4;vYI`
z1dT7h9~(C`bhtLv)wh(F)U=ktB={w{CVus;cB?6>s4KiyCe(P}snBVO!MZ4w#n^;J
z+24h45ZOZX<+yGPVk?CRgPv~4uxm&YBk@@${T?7Mur}eTfN?8g)Nvd|<ofV+X_af~
zZM2i|<Qb&wWSq7ZW*+mSv+sm3#j6jE>)mBiWaoOL4EZoT-?HS#*JHA*sc2rCMRE%M
zvna8_^QU^tBYn`5;cM?Rdt*8DTI7>7FhvsIE>zCTJ00LJhbfFar6=SHE62%)p#_+p
zaZf3mn|-j|a(#N*9ZDLuR#2h{v-Kd{9*sPaTm-nZiPtBA7>_|dDW}dXsvsXbU~AgE
zH)K#J1t!0tKIXB$!A`i+Q%=rTc86?KdIt;My1rq)IHibRX(iS|7>{aCj%@!90oW(U
zE5^U|_K)#xb!gG%f0vqGze#iR1U@fuxmH$I=tCGH!5D=hY%r^-hG$}NE8gNa?W_`4
z0dxNXtv%ALx;jamvU}W3d`AiD>PW^%B+s($syOz`I1DobI~n*oAJNZwXKjk-m|3-Z
z74{Is8m+;B&R`*v5jgm;l4zQU5bFZuU*LTK>U`$>fS$xV!o)mM%*1U~RB2W0xKs4k
zviNUsARxP4Y=_n{c(JS}ebnw{J}3kyIcs5jYN3A>w9LP88rqmt^u4wyk2t9#Ni!(v
zMF=#-s%9J4yAX&2p`r3giwh{fd?Wo1thXHO!0;^5Bg46*|8jg5Ef&dmfhfK~&>AE=
z(0sw;4Apc6LLsjN&>y75#&kLRm7Y(kF&dgkD64YI=`iaWWRM0FaO_oa;b-BGkzLoC
zHwZAm!lVYG7dcJAVM$?iwMAbmeq=RQB1&2tKNo(l`WV!1mk=x}XBw7n8=hf@i9z%s
zSe+0}21tJnE3;x)KHU!W2>Ybn#4ilDB_u-Slb3XW113@+YH3$Gsn_okpQ<GiXr>Zq
zq@h31%e|3QR-`x7;ny&s+Ja6Ks|ae0)K7A|*H&JAbi^mb-!wHmvek&<f{k#{V`CD6
zb)xlOMvDS@X$-TUW0;Dt%2`Z|4S8vp5~`;J?bobSFWiBp=|^~Tun?lDKB7qoBm%4_
zp?R`7@kaHfD&YwC@+`6s4+#gRnbuB8miBnS*?@M0oNFk|!pI3zg~CzLz@7QIl?bLc
zxFbO`IYo__B8`M38E|BFLDFwR%Zh|E0uu<+lBDJ_d7eB0(B4cy=${bGZ>G#AO$=-x
z==5A%Y)nirG;+ca`&l$>`c6PtfiK`<#K4?+!934+q+r5Q(_k!`qBj07tkMZv%$T^G
z639II8Z>kjP&Xl%(x{KYYk>R(6B3;fScOcx)<G=9k7%KDr`aGJIN$TyIzE?5ob%xS
z8csW3kE6q|#4uSwj1=Q`#^?mnE&(o9>{g6|5{isprF<K`PV$#0_79OMu~Z^PH+}b3
zWWM|t2>+Q>P{lArEA8!c%G;UL(P<r8$I7sg=wy`{aDZ)<?6&Nm=DI8zxZRTThv9zQ
zzgavU4(&hc|DMlsQ#7g}5hWy)kIscv$8wINXNN;yQg`Zhn4dGtzmvZq!TyQ3a3$EW
zrW+Vs&P$cdO%%=i{31J>FNIQ!5ZcBnR0|hv<rN@ZN8~019h<I=p`8%G<2|5_LcD3C
zz;1FpziF)+45dEerat1DH48boy8f&}@OhL#`&-<s<6EJ>JRSxsv_Sj2K!}tJWn@Ta
z8!Vz5Bcdl%f$_=KZ~8lP8Axw9^mUAQ60Jlc@$(F7G5Hdhvl!Tvez%s`*6jr@7~~u!
zWlf~$DmCb;^vZSNlj}mYGs;kV*--n)P<zBd`_jRB+JT(yqYx*?JEQ|S5xbb55Gw|d
z_o)4(Sldlt9Trncq@WRklZ<gog7WD1@l^EwL1JVOLPve?U?)EEItTB<@yGMg84{K0
zNS~qh%%@`svK*{WHYg55P#>4G%`3lR1H0-0)%-><tQVf|!yaRkxQ_6=fJ~st8PbIZ
z<_iVtz8b%Ucf(EVU4~$=;zP+3lvFU(baQ+YN@)61ZC+}-rQ&}2PDVmS&_QKEn)vke
z<)f6?GnM#=ir+zkdTjCp5}ZJF$w1nA+1@W~+h4<c$G7--eUjnvM5s}C>sPOLQT*-;
z#;Y&v8qK@kG6!g^UXTSov+N43DM~f9vH%ntF?a$JG~nT12kBvW2Oi4hIabbhV^rgo
zecv(h))a(z+NgUepYo-#chS~K`h{mvV|$<K4x&D7<J~Y^>|$;X6nKCLbbeT5#kZe~
zxox}udje-sYX3S>NkylnsXdrKhT<kTcAst(7Ea$*l%J@Oy6~@M8b=jFV;EL$2TbIq
zoNj#2Ac533QV$H7{Kr=9{yo3*MTFn9-T%AldU!Gin;B==AyDRV9~SS12JEzNMU&@}
z9?d<{t;ze>Bp~>0Em+vRN%(@{97@eYw)O-mCk%9)KnZS3YoUJukth;2ls2ZSCInd%
zJN#=h`$81<=3C$(uaUTGm-YI;VyiYD5r*rr4Be?uPkNr6>R`cx20oE7VTE+V^ObO!
zY!B+5*I_ILnL)B!vkeJ#$HzzOB0vt5iKdzH(TKF<ECePS*yHUsHaa@h#2d6KB4tw$
zI*G%`I$dzsI1>>8(*;P0!7@l>zPnodn7Rw?Q^bfHr_R)OQwzhczS^j?STlUqXhKL9
z8@#j$EuIuc*o_ic$3SPN3~Aj&EvI`inSnJlDMz3$cC6e|w(&H{Vg)rv++S2))&GsT
z%vQ$F9*s5RjxpknF&x3`{L|T`w4`m)^V*<K*{DlNUcp3NL+7oss`QA|t4Uq0MNOlA
zL)kG65_8@Z=L-<X$erRekZ<-v@FmN<euUT(<|E<B7WxC^Rj}l%uJ%Ft2X?by_6_M*
zX6R1}0zR2NuoFqY=MNh}RxcMtW+SU(_SZ=ZP5knGQyMK|8eI$X415wi&6o;U*zNqa
zW$dNxZ1i@oD~?tdQ4j9&Qj$m5=fFdiEHZE&JO&|42t+p~T+tHw7Cwldp`Q9AEW|l4
z1~!M~)S{#_%*R@1>YI#az-VGG>m&t~tVnPrVu$4vl!RAB1y^K8WH%8<NGS!~grcPh
z!x7owyylp)#ER_Df`;!o*y(Ufh47TpUvoRff~mVgX|k+##;&i%ZbL3_kBTZ%(v#+^
zTTjud{gtj<N5Pi^_*dL<Pb(sEzp2DI3`9DOsl4YLao`<W)z6&MQm_72Ve9Mo%0zZY
z>fOrz?iEPPfVC0x2CcIv?wxE~>A&k7s$(%gs+eA-%b)V~%%)mB`%TIH=<NRS@{rW_
zXz_BsKI809-Cfn&lNNE2fQ<n*fxvmVo4LdKzVqYJMAZU4kYjvw-d%6UO;)UeiuwHe
zQWwu_65z7cZ{vC5e{=eKPBj;G@w<ojWaa+odUX5)`i=AbR93z{0HyVJ$3#IB0AT~w
zlVfiZ@?RJdLXWX^?WuZ#Iz_G8;{_uRk`>{B=YY@8?-oy;Ft06te{b9vg*u4NGj2nk
zCGUMVkqo@wT!7^7sdfZjU*46f@<}`#4{n|0CS4s3{ySZx=zK1IzmaV7-9+N?Y-$hg
z|FF5oYw~bD!`gw`ngRH^$i31>#DR%P+wIkGnyJLuZSt=*vt5YE>LapFOviY&32lSo
zze0BB^NpJ=h@_~;<B|GA=yO-d_%naM>-prmUwPRgx5&%o9+Kz(;#5{LBt9l%!DE1B
z>)-NzC)LOeaLxEj)QJJgRr+c>nJ~aUy#7?htth(Gd9mTVXPutDzl!lF(eQO|I(N0s
z*VBZOu2onP;0mYSGwMKM48{1O+?=;(d)x0^5xLo!J}w`w>)x;ezx#6XENyS^S&sNe
zdu!C;MuF?rJ>W)z9%U>|Nz}Lwd+qfHt6VM3r8<=lfRF_|oaF-CRicbFLSn@=Y%TQ_
zO)WJZ`EA(ih=t!>&q?mk1BBsXE+2LWYB0Zm{#_EdIUaoYU|Y^^V4^;umb;{zF;`R5
z+|goXIX8PBx&*=dOFO^1+U9-V-yAg*a<rU+wGP#=DAXwYqG4Y6&cfnd!lrpow=4>y
z&2afIw?m9O{xqppkzC)L^F?<K{;`p88n!y5?Cwdfl@-Pk$eM>h+xP<kdcX%Nc78_{
zGEP^<mo_c1z!N0~dVU@bZgxp}7LF)N>is`Eo2E7&%*(!%12wLU>>OMJzlQt9a5gBa
zyNi(s@0Mp#P7tAB2j~Qh$gMHNMwrg$6!f8(bDv6k!h)QTDafCB0&9OG@J0Wp+)Go#
zpCM1Spu)h+qR(8NDIFF{B@h&&wX<POxw)G_ORknetOI$!UQfoIpLt%-e1irr>I*~M
zcsDQTWgNaQA9(etYGcDXly!yh9Bs5aHPTP265EeXdn(LEmujDi%B8@MW8?^d1&2+9
zGRY+Z30m`4t670C7xKsO2MF$0v*F6egccXJdy$iu==F@14Hwr9OIZ(Zrp`0Jzvix*
z;mW+AS;W=EZ<PP)pXaEn$y!v-z;jP-^4$Gol%|D1iH<bo1ENut>o>dfJ@<*kJ?H|W
z2CFIQx|_*U$42(VT{zuM(;QwyHQ%n5a;fuP6c{|jIVyZL+Fe=yXBa?62Lcm<eSAD{
zd<Yb9CNQu<&__!{pr5mG{LJYuI;H;Y#;ft-p)gktJ<lNny1C8CkKgVQ+iRpl@xzlO
zwq7AVIe~{Sns>U%!m2^Us33{F;m$~qSup3b{-*-pq#ht&`5!?9KB7E6PamazjrYR_
zezEY3@s=`GReg7Gus8i<u}5@3l1=ms6D7;N2|dqzgDa#%`a^5iv3w*D_p!R1uTccv
z!p>U9|NI+|NCAV8C~sK8(GJytDf9<G>VuVWvK1k+;HHBVlqfV5W>R^W@F|3RGD*93
z5@-|jI2XA7C_wOW5&%H$fw14(U{l%18&2}PzWAt>1pM^^KU#V7__flr*T9Ti8x}9H
z2}PwAW26*gq!wdpS%zp?f;npGD?Xapop0Dh5rG5L;wCktX4KzK=)4lp=mXwnwOsYC
z4wt7J4-BkR=6f&CApLr?3J0HY%B_6>D3xttj%g*GeG!>s8PzMHK-hj6*89Y6-d0Vk
z6*CG_Cb}+^w8FH4KBXlmr#UOD9fFZC3Yf$X3K{-ZuxwTF>=l=<hbo%xf5oP%Ac+x_
zMGxkiV#z!R%lacjjzd%u9LYCB0Lri>lJ1A86ei;QR+AW!;?^`F^E)3LgG5Q|KMmGD
z56=Afa43KV&j%zZtbRC_{Xm56;OGSehr>m|?h_03pmpYZ^2H48W)Y!VCRlG*Q}1BW
z$ik0qDnf9bosMgDP?>9^6glBBkfssx(iLK$087CtJF(5b#5>l-8%2LN!qt_+5_Wj%
z=Fo>kjM7&DL~DI84-IAx^*!C8|6lty$FJhwhF8A9P=%d+;(&GdNJYaTmc${(yb_O*
z3twjR3NyyN^-?gWUdwTsR3&x$az`B*UQyIkC>&-IDa}j^2rCX!UZIp3frM$F36o_!
z2n#LG(f6PeoLoQEfKi$Vybi@0l!0NTQeg4!Vt4fn_lyq55`wcs@)cn7Iu<|k2+@Yn
z%&}_(sx=6~mOy_N$a<g`Q+fzZ#1<_P0$?h3A<pWUk7yLa0^vcrm<kF)EG$^?YCacW
zoe#?fLQU&v;~)<Op0_N|o{<|%6QDl{;FsqI5}b}=n67YxJ<9Jv*%M_^^V|3b3x9ux
zi$x9N3~?fY1IsFDzjLjb==tQ=ZY#MDS~@Pc`QI2~hMDAVM<=7f9V*~;KR3QKT<tBs
z%s#PguXdj*9ve+-X)ru?=vZEGDYqED8O<6OYRuMOb2B&UIjgsipPQlk{!K(-6Z*RJ
zO%zM?(>T)YXG6o1>B;qQF$?kMjxV^agqdB~*aKja)}9XARr{x_1J!hLGO9|ZI@N2l
zXeS=<aUrM1(OjM^@ofF&&g-s#FVQPF+bGi&Qztzqdt)biZ6^zy?|&RdgTr;5Y<^oh
z{dRC#I5e%NQiLtjHH+sodjGscHU$%5sS&oJM~2MP9o4b+I`MItI(e-tSx)GZqRYY}
z5yT9gV2n+^PF!;VL2Hg!OAvoDK?z~Hz^1hTj0N+ZHHwxvpFm3S|G-9;OY)B|Hf^47
zSwFY1dH%&lpwL=?fnR>aGQxsk%#yfNTCexu==31_^iyTEY(~M|)RQmeU9yA0EhMm;
z?nc%{d;2h7`?8A&sg`<4ZL$w6;RLq}+L`4g6*USR^rBJ5b|0^!G)g8n2?GjhBXlB?
zWz)km@)8rH<8tvc1V=6);NZ@6P$vU9z*L$?2R-9EN9VA697bWzRKtF_)g($+{8k`-
zl){Ij08PWVu~gjhepTz<Q;_Om7g{!cSNI+at|rkMFDf^|M(^#MP*E&v)TTJ4YvKLs
z5pkn0`ZM*#qh1BeHA0(xO~0U+jxbQ?42jDH4?Inqx%Az-VHWJNMFPMCHFKRBV(gu#
zSS#<hrJm}aMr`9s|D@R13%L$4nmy?MV4ouMwr;mE&wla5NSg+<qO|e(Dj0FwaU6PK
zwbc<7nBV@p?SMzoJyZr?^~Lh5@vvswwB>h`RCyg+-1|AmtUz6BPyAK<c*qyt$E(K6
zt_Q8EWzS_h@?74dy*oO^h+XX<BVHskrp~DOZ$m{VQ7fmWeDV*gA@+_pkNSopU63(>
zf3|0m8lzoa@t(97FHv?A4*ho~1pB1xGj*PY1aElIR9Hzlg83oQCj3t^ARWM6#dMB-
z&XoXL1zHb-Xq}IwgVIzJ;!Pq0@p+`%1u<Gt_FhOr?BG@yaIMI~_!iOAL2)yck<n6#
zR1SQxeU|w_cn*9-!XQ2Xwio;)g2KfNjOD<w3Dw=#sTQbQw>0kRc|AVf#Wc{SAC_hm
zllMj@NKuB+7WC|s;BsLrt&E|AOtwR};ZdP@_GE~C3X@!LAfM*DhKZS4?4z!cfzhFn
zrLm#4K_RpV7NaAKY{z@r%2vnGWp2Ej7<Y%OY3>(fu|$us0&dPiMpg`PSV2-)O;k!o
zW=wcQc4|pT?B}GMhN#fE%;@$KL`~KApX$}I*uNJDkO(Z3@om_eW=NpEuBkN^y;wv#
z4K$ICBA1HhGnwj$O4NwzCybX5n=wt@DP_yZ>XEYiX|=pCw0|kE@k+IhZZ;W}*UGNO
zc8c$>uMbfVx0}HcNo_PkibC3PLOQYan(+;qu|XFAb!F&ZCGVfFphDR9wij*eFRO%@
zE1CM?oW0zAYy4xwER!<~BMUL>ro^^3+cx(5_7?k?wSwo>0?zz%^)F`y=Co&Z5`QO<
zXeALQ5Jg}PFn5ht!MaPidC?^)k9Q;JtF8y>1NsK}@xwE+IG&3A;cPzS6rGcKCjH7@
z&-k6Rf<%)PlRUX1$$8Ix-4o-V1(M+#55>QwQ_m<L6P~s3vzFJx{NJc+E4~LxJS1lN
z#O6N#T~K>Ix#(5xIyD^^XVKD_x47i_!D0NyACp4r4m1{fA}QAV=g4*~Bhfgr4QUJ9
zQ#YGKz2K^05=NzDMjaMKfG2D$F7WYT;&cI1wzMA<7k`vXvnVJr@$&gJyv6h7r@(a4
zkM~H7hmGhvNEgQDR}e(9!}V@vG~Q&T>EW<nP#F!La03D~0^^&bS*>39@)v*>+m49~
z1~!bdzR)~lNmNFNRIAT9uB91F;_ilQQZ-Nf{%mJzjyD(BM9%(=KMQ=k{Oy^~8sF}V
zI$ctP*j^#&QMlaKs58iEVw$RP&o8+D^_0zc;KODgFC`FVflEr?9+H3;kvq{834Ui=
zUs=;{FopG(Z#P%3RGmx$Zh#sPo8Uk%zcXNEj_1kta(i}gc0-~%mgD7dyzT0RjkS5H
z4s=K6v`V-l`+Fb0BKmp$W+9+)S5A3<mV{dB?5%xSdkvHw{{ZEtY+%|jDW^f#U7wct
ze@<{gfMNM~^BX-ou*t{t^0wfNM)7(rQ{2nuc0JUBWc=-Tz{iLAuhG9G+uSyjaTW7&
za=hI>ZeEW_20?j_LX%fPsGd&+biZ(XS$xI%#j^hWsQg>S>Bv54oRwpkOZ+Z{P(AT8
zuoZEWg@XfvMpBHH;!kKK#k|)yX+Qqw{M}BxPww$m@NheEus^n~w6EY;P}7<=G?<*#
z{k`;Cc(LPZ;&iOszoqmVKjzx=-v`I{j%8ImL!)n0upa0|I2hOk7}z-k*f}^vL|H^w
zgm}aS#Mzi8hR0`C7lwKbbz}{s_1|hrMdn3=j*Xn{F&5GGp!sRZvEfhFK>@}*QdCU6
zVbdvOBPw{yMzkTAe&$~y%U`*OP?dWx9F%`@;U_Xfmo$!R&<5b8Rh4Yq^c-BB;~=V@
z_3~k`Unk&cdiD_31(}`-k3O20tvROef;h7(mb9223<lAvbg^M<vhiVI(9rg*^i`W|
zrk2$=m}756ktuVkA+ag8h6KM-$%*I|d5Qe6>~*+&v2IOCvz|dhp`MY`T+mwft-a!B
zb8Ag&lQ^pcBM%401U{?SyqhDLJQe?j;4<wIR}5a$AeJ?5(^DUEz^(=~<|!!Pz(mv2
zDJc`Hf75D|fEv>9ICYZbJbrhAN`Y+xc{19e8(<Y-NKyDcmG@wx=~8)m26HBYIZNau
z_ogIjS<Eh8cV@qb)7Pn@+g~@<J|j<mS^m{QTQ4g)@2Sn`&DIS_Q(rAuF9d3=>2l9)
zwdFrFZeo)G>ChPXhgb`ftt<p0CFmH^<I<|*=wK`yakPtSW%>&AC;tslUVnboSXGDX
zQ4u{>Q{TW%<)FJ5!4r~(rtITNppAFYqMvJc<o4GLmeG;Wark;G6`nFWN(vzYU*Cn`
zow|Ms;NM7tZb2u64>)$oydJRW`r#8UQ{T6(bq9Ntc{|6LddKPMYZRpQWO~&4ddC3b
z)#~#hgw!symKrxGa6l0yi~T8ZUf*b1%V<(htF^wi>`SXNZj)@vc0KtH!v&(X5`TdT
z|A1Za)0x%p#GhfNPaoH@Zzwo8SduhEF=U#Yk?1c2`N+e!afz>iN+4hrX!=Qd3enK6
z6=*oG^*FD+J{KT37ucT1m6L2**GO_vPjb=fXZ~A)k%aN{t5Wk<r6$hg?E)_JbB)iZ
z+KHE1iQU`;3B$or%7mwo3UB~eE19(-^d?lJDB|OflGibxKW10G4hgoat<ldc*9S`M
zg~Ckc4=Ltlk>UK|fouhX9o5eVySjNNxi8<1xFsw9Ac?Ktimf+~eenhF1p{#4MQ8ay
zSoVsbL+!H*=EYO*Cm=n3F)AW^c6$5w^fXjqQu7R0G9$*)%j&PXU+E2DbHS!9C0_91
zg6XURC1!wg7F)uY7hTv4({eO1umn@;kNj)`lX#d^c45>N2<o!%gmuu4sbevWyHAQc
z98JYL5I+cNd9PWF9&oCabo%Zyo?7Bl&18aEU@a(EJeQ*j2TK&&Vy5cK&R|(wS-!@?
zS->b9SS{=Q-GujFp3h8w$6R~ME{+Sfj22v-4|EOB`RZ?w6OKwY2m>yz_zTF}Z&)@k
zs8kl1XS9oN;LrT}N%ibpRsT}SBuO_fSF|DbdG=^6Es%K^9-QSHTZ9d1<k?m!^37a5
zpFW>>=Q*uWqoKv8oiYQU>_el9ur{H+Y$!}VyiM~$pnCNVMvu=<3E2On86qOFMikw!
zc<>NXYGL!OgapzuurT?suug0YiXcKuUN9FyC`1<K<&6aHZFR!s>}5k*!|bDMT8HeT
zN?M2Yu)(MCVb#w==A}rnLNcCZ%&Q?mv;paRP)c2Ge$x$#{X%Ow6s80&U5_0OUVv%;
zI*42Wz}$OS`*>K33hin+B=`jj@TPlt>0IDS9btE**QRIZhBU|Keu__(O=(eOp>Guz
zDyJ88b^RdiY4*zG{f(*oj<a{4lKhRX{6TwE5++$6;uT7^&(PxPtVBNu`j#G9aK;F<
z4Sr~ySn#W{pDL~zO>1s61OoEQGw98cNW^R%H+QMfI!gAwrn%WdP*Cw}#V!Y@_0Vh9
zH&Jn<<g{bs66slOa4}c$=N2y{9EAnF+1OoR^i^=7W?s?4ml*4a1jhntBk2da2T21z
ziI=`Dj^}RgJv<lp4=2I~KucF~La_wee~!547BlDcvS!UgKGn~H!)&Yh4V>&(E$vqw
zoNAuP!Wx<u-J8VRe1zS-MVu}aNP9i<VJL|^jMm%G)_-A0f`}Uk5oQEqh{6}JF1f;d
zF!D5XnpEy-m^m7l=($R9#*g_7x1t3%G<r2%oOwCZ*WJcMD75rmWrZVUg%M?iOE;fs
zH=k`cpI$c{Hb2o&aOMy=YX~oEh#}+x^Rpk34~)^03tzSU6tNxsmw(kL@tGsgDueaQ
z{h>k7n7o*$-`k`4fSmdj3x_(+ko4mDF^7QAM`DGf!bOIV*C=rf+9MgR5x<z2Y|2M8
z?8wc>Q|*UfQPd`HFT9hGo|-m$4@wv#H`EF&oDbrU2zgbz$G41gCzP{(Q~Mk$xSMeC
zM~t|crLObh$7p;hfc!iF?)B619&{m`9+CcQbvTPZ3)7$XVr@)P!e>5W^eX<KF6i#k
z=RPO`4B{Q{g7pkvJ@DpT1dqyASaW$4?jhc@ed9YEBTu@)d@G#*%5=dBaloqKdO#l&
z2)G`MrI-vy%{J~UbMqXY=<uz&e9^6C8yiRcIfEeU<Nb&~vmdqBjI@_{rkI@@h2I)u
zLFp+pYacOx>bA$8GkkyAp?DAIEn5S;?#~7h{u_|4yUWgm8-&$owpOeM^c}nMw!0wA
z^R<h_@KT4tHUCTtnXBj08{q-ZAFG|8ua<7N{u00~d+X<&IrOC6et4OYW6_NNBp5<#
z%1rXjLyuua=he%?f6#QmQQ(twjTvsvJAlHh$HlVpk;KJp3<AVuaDXZ11!Cri@MG8b
zDDJp4<{sLQP(o-Y1f$!Y@2qEkof^ilZi1#1Bn?zytW!d!vBYpG716}H(4int@CXd!
zHxcPmjAeR0;6(8>TB?d@<TREK1|HYznXNJ}G3b&(oI$uaZ|146nsnum^L^M&MPXi6
zayM4;bDf<<m1RLc2s?_<zNf(QDo?2+dnOW+Cv~)bOiy_<@SV9-<2$?HojKF{v?$(s
zD}cP@Z@lG@%?KY+?4R?uiy4@Y>$a7S-@e+F&^wiJ6|?e|Ff$f$GZry&R<iQil`(y&
z;BYM9vH4bRTKes%?CW7=>4tULU#p4}Co@`e8>$U+=%1a;{gYIM({V8FP!!%^?2~cT
z7!Ku6+)8nSs&PC@pV*b7xrZV-$6`1KV>n;Oj;S*3_7c}JU_Orw0AN$aXT8lo=0Bq@
zkB36q>#byID*6o$uN!CS<_!a@@eiby7X7~gfY}*9y--_SQ>*<_mEXeQ>+14aR@=>r
zxPWhxm2sYVaGZW@NocW$V|kQ;ln~511yf8$16c(6TEKlt039O%H>@Exx8hTTH~=~x
zimG`1lp`9K?bDh4@F$?5X^;YoBE?Ug5LzR|+xD%bsHLEy@n^fI#maU6;c>l{BiRiN
z(PM&IDybf|EL#kC0QYJTg89((or$BGAx<q>sZup|H6e8(DXq4ct*(x%v9!7DdpnSA
z_Na8c-#DJlXdg=s6@ybR`I|jX?8q|e5X2iwzVJI(H%6nEr2Yec9zrFJcOv|}_Tor)
z?Wg}e1p$GfsJPp~>FTgz1TXzxW_wB?0D(Y^(@{&-1@3PHh}okRfEWTg?fJbCoP4Js
zDeAX=KC&H4^6Mn;Zhw%hTCwSDA*aP;+4nRa5#QeG`B=BqXuP5eVAiqvXH=a4uhz97
zZ9vdzbf9GG8UD73I1Aw5%3HfT=)2DYAnS~T=|osw(g{~n!@uC|UZ~rfFVI{G)WbpO
zNuD_Jn1BDlGyXX6?sWAf<T$|f@whP`<hj8;680GIxV-_$3vB@eP`~pnR@Fd^5Dc}a
zTzZ(cASqbD{UNiLB<g$z7Ypu(^N5`lsc8CedX+3@BGGzwvjXTUMm}d}-s{j@W08yP
z$?{+M(WSYD;y2ry<)sv=5-rY$H{tJi$8zLQJ>@?Uze-Pl(8+eNy)cSTz}eb%?vsRA
z*Eo7v!~z`?(ySTun?Onua7pZ9lGc17p-_hY`6E)}`>Q-yaveGrdlU@DI}L2|a6al!
z^lvO7Sj`dn__)8F{O&pLI3V+!&&XH%3*TNIUG|VD9*-P%Nb>s;N%P*LwPjNuNYr@l
z)pY$OX`{0+czNwqxupMYSu<TPD?|4)tx*c0UQPzqF66H}ng2JM{zlKY_*Z$N!X6%*
zoeP7qgueWZf!n7O$B8*h9_~Lp937Txs~UcmR2Ek`ys@zQSJM1&TvD@Q03o=deRd%6
zVp*)|i$4t#4xknGtSp)Pi{!$8MGzOthJ2A-7i41L;`&VajEq<T50Bvd+SSvoUa(PM
z8emuJgp`i2$Nd`ZAM3|!WLbx57q*aKZl4PThlVDg@peMa1&DnX4+$DRqqpZKnsp66
z;m;`l^fROUXU6+=3~44TpJq|LOzQXL<pZJrLf5GSKJf4eX@l>v{esQN_|S_`xV1Ne
z06x=dQMTQP@d5;RCUQhBZ6~k-sI)OsgJxc@|JDE#BW}qBI4~{{sTU~V0P$2{>WM4g
z@Tm(2FjYpiX8ol9Jw;_`AC+Wbe=abaM%JL2_MMZxY-DsKD*hAR`GrSqBR~J7);sl-
z&!lAQd%--W)?P23aY6H+5{zqBhM3XryI4paVWQ}f=)y$lra`}H=Y@Q>FVKEqPQETm
zo#*U_cLt-f0@F{Dy=B7@&9B;D>`ASF3v(mLWbXIwzf$3*6}|W7{@Q;BC>2N{-mm)d
z^?WK?9vMy)-FVS0bf#l>SK_FL=--#dn{>P#CJ)%fN8Afi`Q>olBYH#aE+i+9@|1$E
zF3YR?ulv;&h1rpC8*?%Vaigf{<Y)M`b;)Qr#Di!~Yf1uqAtqQX#DAsgnHVL+b~>V2
z%Cwb!^(*}v3Iq1<=m^3{`R?3Jrhl|!|Hej_>Lv{Bx7SjN9ieQG_y2C->)+rpfkA6;
z4d;2;e)y_QfwrL96a0lPlc|)C)lp>PqLlkTsrJ1nwa@sfHjPGMK(#MdCp$BHei=i#
zRgs;YlcnkgG^+EF9v6vN-X#VI(>Jod%tIaX`dU~-lsRZ{P15=_vLC6tjpTa`q`NQn
zY#av$(Jm0T)7uru`N^`#?DbA2Rmk#V*Bg^HY55t=*ZMk2x;lhd0L1_eP6>{tq`v?T
zCwf(wcLkvV^av!#7h4bHt*7Ws#Y!j)H{FFq2IhxAmo+VyHLaEti&nIX#S@qkHKmAi
z(_1x}{4|+>86CERj>5;#vI@~8LP@DHc0o3%qY|lKt7i`J>sQn)a-8{8e8RC~@3%X!
zKFs*6FG3h#W}~(bZ1MelZ&~`rN|@8J<v!Jklno5Fc6Pm(iz5w4w602%0jmF^o=--h
z1MaX`XNfB{Bdw5z*9j#_9TA1!Gegp%Xw%_M97>{tpO%KB7GGPSFoD6^(NfNV4IEY&
z_9dw(IqFArMNC$6c4<jSV?)ySxTjBo`6j?ZlX9eCHRQy~Qam_deh5=IWf@}sE77Iq
z6T-FvOxfbs!TM3?nNJ_6&mRsy2G~)e@)>r%Fl~HcJ1%9~_|8C;&p}p10LHRLFZf1S
z@RhRoJFR^gu~X4!%fdvvl2o&TWUFEjIU!I|7=9hmN6=pkP=(*Jki9KQ9V?mPv97P$
zb^owyzY-KErN3tu{8LI-=BYw*BmM{U-+1JNz(v76|DL3aY5<t==P9>aB|FV>^89n+
z9qTE=OmtJ54al1__e8U-MAM5FshAfjdvy;Kb@#(F4{)gMeQ9i)4$BtoISk4;DA|V&
zhhEv6qC!J}V9KWDBd8Z18Ko3Nk0oas8U5<hr`J&!MD$!dQCPvi5fPwT@*$-)G#rdO
zWz^^i84|+jIq+auQ9Xp@SYlvtf>0-XXk;2xolxAbby-UK^vwC}V<-`prCGJBOKq?P
z&84YxZM6$ujSG+h<f~!C3Q2Sq#N@=iw`1`k-3h&eo1!prg~b!Xkcb)G2kf!`E-Qfd
zt9+z9LOU{&J))eA2IuR(ciyq<C;LjJU5$nT5L{m3o=|&8t3M->C(@JfcDHww<;7hB
z>wLe=pO{QXM*J9=%|=yqC*?3(-COO1?(Fyu4@C^WRv3=@H5~nq@u9%2w#v`iXy*5o
zAZzAa?&6PQWtvWi%3iSF{;Hdc!JlGB$FxSrpRM2S&l}?2tk9)3FY>zm$g#JVn40vf
zC_j*s-8%CD&cMEvXMC;5EN9E(;LKs;5j9K?<m2@We0%Msy=$v*tE7LZ_Hk0my!*H*
zy?uWmhp6{&?}TGPS56oDUvx=F$=q+o$K20&XjZa?nuIGoYwg{BymziPwsF#OvOzz^
zOn}UM?r*Z=inZrfIjmGZ{H8psmnF2AF0_#82qf8De%QG;ymzf%+O&p{_G;(D#B*Bs
zpPD1`e4T>!s$eH8Sb4!}9nytxO6eE{oGm@dJB#2D*fV7?Je$&miTxvkh@Ako&LwF#
zePL-LA(1o=Js%bWqYDnZ84KgH5r&c}i_$5Jk|`n-U+OcFRPx}IXOgLJdr5^dh@w)c
zgfir_2N<3WfmhPrzHN_0Y~$t~vyERnH>%K&{Rut#<M)kIeB@~kUY)~_<k9KPn3Txd
zsDR9mJg+rA3z!4C2m23&;537f9F>HOPievE^KwcRUNnzrszhcg+~Nlq7lCLny33c3
z)!<;{6cPciyg7|CQ*jVZEzt;Do%{iNczFYwSJ}S^lD1p?EO707>1W_OXiZ?q<7Jd%
zC~txh(D`*|{#VVTxyAl`X})ozrr?#ob^AfeeG7Hg<H6cp@V9~R(Rum3%olR<D{C^z
zf#~6fvPe+V?XEhgRlGITJKZE*gRjhq<;33u*jBt02T}HCkQDp8lKO{Sr$Nsc2v<fl
zJT6tMsd(bDJ5g+wd}VDt?qB00CY{J%^RwPf#@1|+?Vfg&x&sQaEAi&{X5Z(!#14an
zyS&@U@X{ldj=SlW7$cvHmEDf`$DZy{q=e`{KBQSe%}i1%$$Y)l@o$40kk<$qJt4IB
zA|H6lo2&xwJQ!{ygd{u=7MpLTO7c!S{E^}T+l6u+BiI1oV0ZRodEm35Ft&j34LY{5
z8VbtyAg$(w52)$rQZOvw`~XA1)Vn%n-5T>eI60nV$0|q+YXl^Uu?v$5!AB=XlX0%D
z#$X9%;WNfSF;pWe&0gxr^oozcoxdB`M<l-ri&xP|Fwjmhk(N=@)0dN1P*%}4RMD2v
zQjn3?r>zEoTlq9~8m8x51YVxG*W&)WdX2|eBqy~k=Vh%dr|lqTjmIx2E*!j0aqx%y
z$ZpTVe%G$V$tK^dpxCl9Y6RMOBmM5R+Pl|MZ}im^6$YfFr{(k}WmIOh-w>^XD1hRm
zAFawTR5#niBG*V4%g`wQ>MsfA3D7#?C^Dfn{WK)3Y%^s(=@P35PdVcWv)+?VIH^r9
zd9eZ+Q^Z~$V)s`#d4ISzlVa8ITL<o;Wo@G$HvU)hCAYGFX-b+iZKPI4r;KP=#a_}L
z*kV03_j~u(*>$HgqSok7l#ks-gSKS@Da)*lTna1JuDn+<wg~gh5-W1C?{;1RcpG}@
z5(kGk3$iw)V~b>Ai)P#|P<iY9X~{g8rztbA13+Vg7)R)LUrX7ZBti)vH_XgP4|maS
z=x$s#>P5=4zD9Yzn7MMYqqK9Po?o7y)0}%}(q1gy!47wHR4~*s_j>OJKnKw}A^8}E
zPU>MMdTypxhDt^sy<~lqUEfZAE{v&)YF(`_4pph&G7wU}{6V+Wh7U$W-+{hAqiT~B
z39#^a{PpgxN+kvz!^P}zeWB)Is;7-Lq5%qB_AoEoW3n_0BI<2_xB%hs(9*Vg+3qt4
z<BZs!0Pz8UPqp0DM*6U^Z#>Yk4;QW7Ljq;lm=+W)1SVNoKm8B4dvMWk4DYx5Rk8z-
zhh06q$18V7v)@#eP?!KRg@^FvcWFYLUNgUdyITrR_`~_?ug9jqtvo<>*q?1A3;=+-
zA0AJS#^Na-Pls6{<>Ag?Wq6wxa_a(=56xYDd>Cvyfnsi;Wn-3rJllT;?q&HlwzvEK
z0lqrg0{2=#o*jW+Cx~DFOyJ(gtvW^Ee^D31tR1aB*SPFzTQ|IU9Z0e>2rr--A;$9_
zFBj^daR2k$nXMBOapd(vTcBk7{Z42+yu;TW{n7d61yD2C7It}bez2D|-rD4LyAwVI
z7_8u~sKLRXAjQ%Ts&u!=Q(;2fJ@f#|Wp@k#UY|zv8?;=2u&j)EEj4=-H}-{4d$NOW
zAN(Ihf>4=ut^R)dIHwbyO?3!=*}B&~58H$i#IB?ZJKOB?bwc9bj){x;Ue5F-=NUyf
z!LKimMnXvxJ8w1?6E}uIAb>NBvx%K^`P+y!!Z)7a1H87*qNuIhQ&z=Si-_slG}<HD
zE6!K^?mrJkcfyxu=kOg@{K^7<jSO@ShFY)^#Et%?$)$ZpxmItX>UkH}usaru?}%TY
z^~YX+PW!|A%40jdmbx~V@rGDNe}n$p#<(j_f`9Hu4o-FkChtr>o1`bE5Ua%C;{z>z
zPtML1&ad#V{;}d<0Z9ZRKTM2Pzu>?iFdm77tcsPO$gB6&LF-%Fo2GiBA<p4s%5DI2
zTgRo+dUtOFOA$-&y^EHW$U8;}zCbV|R<AtCRMOV-sifM;<mVd1g@75$U;M~%eXOXQ
zjgy&&VPG6zUHa>SF6<Ael?Fz#Ig09;JjEPDp+`hbgw_D(UAR>tzbw_Sv77;s94$VG
ztAV~OBonBcGXQcR#NtOo3@Fjs%?2N8^tjn4(vl+lz2}!ji>)IONvMd)?x>^7?67%C
z=UQivYJQ>VcRJWeX+tH#T3(=4S0}U$le(cxnI%6N|L*P6TQp@5*a0>X5zIzUA$*N?
z3f@#?^D%iaWA2M|-g(_?$aR$>>Q1){cew5OGd|GhTHZgl`7F23HD5H00}j>P(Vafm
z*ZzCk^Y7o<(3^J~_|tR*FQ!gb9;@Y8w?ToQOa7fZJ(xXg<XEMSz<td$l0Q!xcTzLr
zp1k#fbCiE4qqgl(+}dx`kr|go^v1G*#laS2G!pUylYpb4%!J<wL|uXYG7dH>M^Al1
z{3%Db6TYqn-66A~UmbvVIzfwl6Ao(&2??C?kd5b%`FT<X=sM(7dNQ7k40zK<ZlN$q
z&I5J(o|fVuK?*+46hw_#L<6*0%&KMzLzX8eWnNcIF7_W<6Z8`V5E!eshg~}JjlHh$
zCV5oTk`o9-vya?tRiQ*pq-6b0Pi^3lz=m|N#lfsWI7~iGit}GkxV`YQip*DU{yd4^
ze-a!fecR0t!2r~t^+2rIt}!T{c2uV%)+%gJe2ffK)6EQY2E0qaBC$d*kI_mrZ7G#&
zH<?}}J|mTsTR{xt)q3Kj^~ywx9WHo)CU_tvm;n=9Fckzu0NLs7?&%%$fXE5WsA<i(
zS&dIK+R;<$Dib<y1T<9z)yMhfMrtR=>Su-<U$VKq;P}XJ2C>BIuB1GJSl<AM=M4&~
z&$s2fK0p=*Fuf*fR~A_R2v#U+7gg8cmNQ`1eIp_z`&-qhOHpg}ogVqiKxesKNTHBM
zw{}v9wuX%Mq|B^9_iQaC20gEJDeMCT99En1{B>7?`&`1mY0X|DFx+ScO`=}P{|c55
z!{hG?3l@z;n`C{X%B`y-Ncr*QkJQi~DHwuem@i0CGXP}lR4e&RJ@pzLDXlkYpuTLN
zKBDt#S(S>OFxXCm6gSeDE?h~Xn36QOAk(%o*SsX-LqQHU5#_9pw`sJQO(YkL537)t
z5WI{LLLKZ}r@Kdh3YGr?8pJUF(ufZ{kWr!jZ}J&8p&>a2;IUDxy;#!+!tH6w_3GL2
zs{UUkL&MF>Jr(n#7~v+u86{$rtV`7W27eR{4v9wH!7Pgp3Yob+c4Lbi4b)M)9On^F
z1w=ni9s(JnS8Pg315u0*=&nwLBxFP+L_`$mOMv$d?XBHrp^Q00x+w-w@E(k|h~5R+
zgt0600siD5g-A2va4tMuA~nJwDN_%^kPr-etl860P8wifi3wRp2f6~)2@PAtvk5=`
z>ggNn84QN6b@g?R^^J55_5z9@4I>RFBPT9qc%W%PsYL;%FX$;MsK1K7J*XSb2fTJ#
zi)}0|EO$-Kcje4wx@7Ub!Y-1j<QhXhc{A%OJD=575$%$vk|#{3sMkzS|9er#BHB`l
zgGHg(SM^54X_)hfgJVHYd)364U(L9tvDL4s(yi%-SJ4lzR-l(qv0}JnR(ninme#&P
zY@znpZOI2Oz*c&@=el8dsnKxZw~LkUFDo_3CX~mcKJUc#4va*ojFt)s<=8riH+)$6
z-Q4^$Gjn06;^6#zaB`BdPag5~{NLVgoQ+MawKZO8F@A9o9uxC%T>PKtPpd>!tFm~1
z3FzH$Kn)<I<Mo-{ncLF-@#Oa5kJW{OuHPOxZSHM3Gx}n~qBPO^_I1>pQyg!$Uc2_Z
zeqO}!yvNS<3pMT+ecY}3&;5TYV`#pq%r0dLF6g}w({=n<Ypf(Kya}iuCXG4h&-|s0
z@3E4Ius(+q#l*l0WnlysfwYA%f<!hjUYJr;wla>qN^uY&F0d@Xs4>$KSQBnOC^!9O
zH+?Q$1=Fb9*U_1;qqCJ`)0J_5$z?0!W}y`$o}pWXJsZRm%O>-H(PhAoR0x)n*VkzN
z)ZsImcsUTbzJKarNMWk8<EXc3o%AO^&$>9nw2;^_pR$ni<QvacKFo}Txe(Vl1W0{|
z8=4<g+NWoDQBuz9{QhPf{(7VZ1x53d3Jg?v2);~tVO2)7pulZ~ezpf-YOD<(uOoWI
zA_UVaNDIjR+ZyVCtwFJ@fZGJvq?0}edQA<icl#hWOS+aaYb>!sF4@7joz#oaFsasq
z6m>28HDjg+^G74Ul2v<xQND>n9)h8Rl7o+3?BJ)U>LV2H(1Q1`)E1@$DGr(x`{0WB
zO{2ao+4c_sG!Gw9JuSyLCtCdh-+?3u8I6tM#BXVy!Z+?u+5t<HG1>bOBAW4V`nS{o
zV<(d7;Lm?i4Z2`|-jArhX7aS<1$iAR@6n<FrD>$m2rKHh>*wX^f4MgiU!+}~Kl{A7
zcz(9JhAbs-c-;A>@1?P-@qrx_T!Qu}iNfsrX|-{UifEUN@zjqBlv;V%KbOmSZ2J6D
z@dUsi3s2>7x;=H~=94j*r1LM&m=~r_7l%EVk!5_ze>>E<sLezHl;NN~0tP2jnYZ!6
zk3r|W<npEoTredtR+H4a9%ZZ4>&|X8@lMV-Wng<y20G`*SwjgU!_kyOaGwwnnW6{Z
zz+n&Q&1m_&K{@ZSp`cJO^lJ)VV{2GYMP*q;NLXAgo_M-rewA%mfdjx*t1P#xDzySi
zg6yo0_l^j6w=$HNwwe2Mwk@^ytmeqKr?+jicC1ruO14=QN)-t^k8;+nPpm999V();
z;FRS`(!1demDMFL`r%4X_LXp{2cpwC-sqPPFZ^L^p|tg)eD9lec%w&&qn|~5#MPbi
z*IYcC#7{ya^u9K->!-RI_F1C*D}LtkGb^f3RvE8$);IEUG$T^LC|PwMH?!B4(!_kk
zy-C}VL(}^a%SEFJ-s(C6^O|*m!?%M~DvF*CA~SQ|&EK~)oqnC=IJ!!Fn_8hk51#Mv
z=9V)Ba3DG+P2WUI+qk~5^HvFQS2B&k5n!|k*}@K^kPf5PJfoQJjwy}qMQK`1rCR9-
ztH><x>bi`M(3-~B;Fh0pb%_x<xlyrkN%akdsh<mD<7#tqGt-LIn-CWIwo>XcnnoTR
zy~Yk}YGTvvE|&JgUY>uPecwIy*LT8yr0!IWzp8o@TNMN0{PdI~>Xa9DOB&|Ahw$#Q
zcPTRQRyK8)*>9dMD>(||?xT{>!uFljiE9*m`@u;}a>6yhZ#=c9=Vi&i6-ghk+ur;}
zRvoBHHP%E@{A0l5dIm6#c7aSymzIyKzW6qqZ32>)g+KJ~n*VWU=S^rR1;GY&vorVr
zRnWEvfh3>vUgPJY;YR+J_@!{2O$ilk3%p!T#MDW+>8bIx0Zs!aqyNmAth8R;toW`!
zp3dAOOjhMlm`J$a)8<cqL^~mQYY)h1v6t<wzFS}KUOt|!&(1-d{4e&e8@-PD>coK5
zc|Q`72c#l)l0h9I#*#?vsquC2+2(`lxb(jOKaZ2EsTR0+``!H)u{DX-`@fh{bRXzf
zTCPS{vP{-~o?ZQo@A&Duwbats-V%6+KzN$K+aIT<KybM4<#6<`j)3z^lRQb;+oPNB
zc^0>uH@qg|k7UMhkYZ#hq3?g040x*_(D%0{-gXhM__D*#`M$12r|bq%nl>&D^qdIb
zzzsz%&W9G#(#FspPl=I;sb9I->43iNV!w%Isbxq>Cob0X#}Xa_Ra@_ChyyYh?8?HA
zd{cGqA8aUO=&p~j6fjC*XklnM`)laWRUy|o#ix)vqDQm_Vo&RMabd~(?aSq8*Iy<^
zqE`#4Q{&@w{%&^XW6QyRNEp}ulfIy_e?_CG1Fb6`k*hhbm=cHvCn`IGjxRNKZ>*#(
z0(=~`HRSdEy!HKL&8~MdYw1Q~8J9%k@Gey#CnBPf;t~SR&Z;M;amVe~vtukU=pnE?
zG)`;P&(1l#uRL%tZfW~g@ZD85@Lxo5?(WJ`rl<Rd<@Vy5Z#5M)wfS7Eg3l!dgkJEC
zj1RA^EX?%{&h;(K&GfCUFis4M4GgnR49~6gEUk3)txnD=ujv|S$*SwWl~J<9r-1C)
z#RTg93?cGiJ<$1BEr5IK@+#^H`{0}R<(vi?G<ROja>P%b)DU&Ti%NTCu@qz+nCK^d
z%?yr>D4D3}8OvxY1;u9p-mBD%MC`&M(=ePq8Lmy}I+0qD_f)R@Z~1xG+Vq#grZ@xd
z(Lem1|4xocqRVTFP8!54)q;!L5ro18cbFR2ghZPGsi%P_r?#)6Gt1efwpGH?-dJ0L
zmzyeTH2_03=Rnoi@W`7O6)--5vune1!C5WrJrFzpK5Tb)*WAX&%FGPsA(&JkS{N6v
zDd?p48?=)KBTNX}k&^BdQWQbc{fzJTcMLB}Zxql<Px|c^aK%>qt)mQ(l0pK+$5S&c
zE^7UNpRwSIcI+7M{7YjE7Phv^6v<fl`w(Dzh~I$PR*X7Tz<Cda^^aX1aJf~dF1_Xo
z?oK1FK@CNe$o)jG1N7h^Sd7+@+t+z1AbJ-^hXh3>P+$>1OP0QS&B7o|1q>IL+4JW|
z%9jqxmz5)zUo#GLZRO5FIza-Tz5d72S;y1;$9r5m@*FWSagNUE?wFb!)6K>(v0>VA
zn3!g|XKH#j-8tQDO!ss<ocsOVdp-Qe!-L}-KA-pd^?bfsT)qcx)Z2oSP>(dXxEEGD
zc!3@NpjQ3(@}EwafH}8NufZhmHdG7&x3XD%W3y^+O>SjRvSm$1xt*L$V(>C`f`5X~
zONikd+_S5&3KbBfIdjj5Iu}W$eD}ToxZ?rJNl<S<@v(!J`_@M9rIx!q;3hiw$$!JZ
z@<W1wxQiFROF<C%u)b{8?d*&>q9J{G(ShpJFj2NNdIkQ(0J-a8M&bTJc4{bKyn_OG
zI6*tG!)HMSFQTkhFfcm7HDbtB^plXL^5Uj)%Eai@CLvZ1UQZ5QVKrBcHpj$3N8QK$
zNyNT@{C-X6ehrpqBgC^&$I~Z2OrfF3rhp<CYV%8f!()2ma+-{2S}$67QbU;k95-7^
z@&N-^F$mf(AkPEQDpDP_3ymdz?BoL;TS4<^U@;*&9W6W_F=-e#u1_%alI1N2t|R+x
z89EZSQ^<W#sVV?>izlf~Cap^$uStUZN+SQ&0|9YSTXU)Q#6PKJV1Oh77m5%F$kPX`
ziOu_r1?v2UFBtX`;=7ONP=I|84wh?rjeeW=jTF>KWAXw$Bl7Vne&GIDo8t$WQUMvx
z$(2Ff6*O6PHE)hcAFhZy06lMy#OlRhe5D>+QUUp1MpaQoYaek6F3ND&UQADET7V#|
z0U;H7I-HNk9g6_;g)<TRlW{heksNHMIo%f26AU6;g=RdEpvFlzr%4ZiQN7hp5v=$U
zVRZ%`Yg{t$TYBYfoa}2v(U`u|D0dU8mLV+wkEorD`ZZ1@JVPurd%>^cHK*@6sayBb
zP)I*TP$zx@=TTl+H+@)E)dpy6B4X^a>0-3$$_HQ*4qzI{{QMIdI|UgDxe_VqlP4I}
z=rG(oItUULiigS2K>&2aHv|O(xvlMIu#PlMD<TCL1iLei9V7ti9QhpuTpO}ltlkXt
z4YX#2WTt<KqCVpgn@^uNrd}`*EDy`1Vv?2{;l2<$`S0#vWi0<&gSg$Q&>pxMMr&k6
zN7GuhD7KU4+{&F`MgV8GG+EFGJaxPmWvc8MCHoEOMq%QOg*VvbO3y1awH!u94mh42
zJgb`5GZucOFKnhSZlW&^U|(B>8&3*xIn}}FNF77*CA5?7MY3l^#iFiaOFvG{C;@YB
z8`fs`Xe?K2UWMUDm)4emgTkEHsAW3J|M2^%%nWS|R5kr6*xl3f=ZvsmvcBHd6SBg>
z@Tf@Q&7I?+5$d7Ar&`+37n*dcFBa*be<{g+G6{U3;V=Ipw+q7mL%RBRe`EP@udQ>W
zaAM&{=S17e%EyXq&x)8g6}3t+$v(A(4#}Zvp^Yya)8*4Y%T#_Kd%)KV;nWLp6byMP
z7-HfcQcDpQ5nRo`Y-Qgz(OI)FQHuQyCel3b^1infM%&zy?dNaqb<=!}<9mpI))fQ0
zQlL=&f8fGf9&*(iMjJsOO$GhPj_?*^K&mpb+hBY`K=jZQU=$d%3^v7j2p_aF26T&J
z-3=?^0y~W&W$hwm%_3#3g6A3qpR@}gY`XH+D!PgZlM2KklZwDl43;KafE`zWMZ|n}
z9C^M>|8JRkZ9>_@iB(J(XL0V%B-JO4QjF%!;y$Z!$#38?pJSFM!e^yh_ra!*RAG@3
zgVV|TO@p|Sk>R-@|Az^|YKBJyF|Fci0*k*H75Zj8gg}AC8F7o*_g@GUb^i!1SQHb^
zZApXYsde5k-QeyM<z*C^>Nu!ibxr!tiLq*uZP0aRsOv|LKc#p_C=m9k4gKu=aQ9hZ
z3?|uI$<#)Dp`mtLrk!x(zi5P3e)1**ABwC6bu_)PBc$Zyo-)aeSWh#u5)lo@5$j}#
zN3pIL(6Cj73-kol8~v@8bp88RG`r^SNBp;={iyLJ@H<)E+TQBlh6CM-o99~M%LOV<
z1KFG%vM@=Kavf_!{OxAdfYy#=Ek6fd&!g?3^Q9ro5jbTEoDko)YUsS)JOmCDCL0a+
z_wI=X&~lZzsej#@V5EHc0lJ#sOnXbAB8(Pk5K14yD2=B?tzqU1Id^?TT-62TsvL%6
zqHc|5xn}q-j&=DS%agemEq^f`pMSf}jC?q5_agAYJT$zgGgS@vu{sCZN;Lj}(XOgy
zxG))t+eRYkOCY+9*?hQd82q5siJ6!bNmTecag2PVR<>O-NcP!iop+VE>uS-XDx=L~
zHOc~siPcwCPz*ZT`0A`w6J*pc>sD@uD}xTM4l<OZgv@tnV$gJ40m2Z92ym}8OcG=P
z*?a?A1NsTx!i0bsLnNOD#(9+71l1}wLdhzK2%8QI)4h89yhbqc?B_t_>G#3U`z3=^
zPF(2+WyUlPOX>UKCRF04=}ikJ-t(sS%@Sd^zI~xsc0I}zg=}*a+roy19zwGrbt09{
zWmPWUd7Rk?xW-fmWAUQEXRHkiJ|;Ah)J~>*>_ANRN9nJx0%;5p2V4<*Ls7c}pRG<p
zJ|#Dmx5g%xA(~RZ$L2Q5=Ow?dt}u>hWtkXY9h_m9ono07V-oHc735}T6A<F1xRoVm
z?IkbnL!cBL>}(t;KuG91fuIdOTA(U1uPP%2OQ>Pd@97<87tVo21Jjn`?{@y~8_x}g
zCg}dz-!+ec-?dj4@BGPew!f3qzN&*RuSm?ycvJ^0&lhEM7M-<uDlN|}I2V3DaJMbh
zRlxriAfRYYihQ@>Utt^IY~$~oA5i|yznrNRC=e`<$ccc%8q#pYsBRZ`{Y-WnG94SK
z92zp-`lju9o9^E)Wnf8~^xZXWJr8?T#3Hn5Uu!_&>Qu6_+!XlBed?_}!Q1NEAN4;<
ze>RmA^4Xdzn|bO!Hzou;uZ;P;!B7P$cf6xKg?vM`0!w`<Yjelf?k+a=#vd&M_TD-@
zyw*M#=*%Iwzw(z7{^)nqvAhv}oSPLixAdEMIc)*%X>+mO`8BTZI_v3?v`j;Qi`VsV
z<><n)xw~Ie9N1Y_c+u}8bRCN3jfM)3Vn<;Rbfr->3i10od^nukya{Ep-64(%1i<A(
zM1ml$${5{>m-X4|%)<9fw%BD9AcczJt+GU2%vSIotze(6LBaG7=W84AKk$>@?B*aj
zV3onD1k`BXZY`Ty0=I~``+C&v$(3l_k^lYX(Y2g_RP+7a?J|`A;R1Oy#(VT|b|w=K
zZqJ{)Z*M_czP}aUJ<=XKdc3(9Jz%Q`AdCBZmHIY6@AGC{QDCKUzT_t-`R4}5V`rnv
z)f{y<TkGlyM=meZ{QcX0dDoc@g#uq<FT^re_HJ(IH|lP44;64nxcAc@b%zuOv4dbx
zx0|(M?Of!|{^@}>y*0ACwJP@y&VTrc7|Jan5sv5vBr5BGncqz6VIBFM5(+>a`@0*q
zQ(nd3zhW)NXE!VEeqOnYt>@mZW3)K3Xt#U|wb&Mb+xX1-qu<V-*h<^hC9R7uH@H^x
zXowCa1XSkfihH2P>g3JJ5Uz419eq2$&+66in&0mtz?HnW@QrsA3inyN0p|VJXkO_n
zURx&??05~gm=Ip8N4F0RULVKmKCe{RW<P5--LIc9{H0G(&O2N_rdc+kh0c{o#Ny*z
zyR{@TeeCjAX!57$JC$qT8*|gPN6ps#tDun-DPQ_k*VI^7(^!YkiuP%K@zr1K1BZ&g
zb&ZuydNZ@zgLQp1+fDhNTjI$+-?1HjeCPi<fn^z-T2=)Zo3m>(pY``GkB$!Ev4gxU
zMZuP$+OCvfN>de6L9P?{xb92Cq?BX``S#Ab@*|i}7swqL$#HK&e+ef&8zGclrd14i
zVEWwo<E1r!!dJ*A64K2BV&>5Fgu1ZEtX~b|Pc1C8K5in>8Vec(G4R{-)}Y&KxE_i{
znDw}ce2f@C-Qs1?A-&E|kZ{u;HD4NK2r-(9)pLv+^ejr4Gr(@(GY3J949iz-i@vOH
z>5x$hyi9Qy8prpj)*?JZcPkSTroRa<Ef)&v!Pg^A{QOCW*Nc*i!1kHu8)^qNYilf7
zISkN{qg{WU+zK(D38t;cNiX@=W9H9^^I9`*iu2ts>~K_x<&l`!2yb50f3wp@Iphoy
znx~`)q}G?q&MO^C4y`>KWpi0zqEp*tj>q?M60gWnnoES)fky4nMlM_HW0voJZf&WU
z2Y>TC-nJMPWBH7nb9L@;&*&>GnJP^IMOi1{P2$$VC9$M^X_?dedcBo-H*XcEEm?o{
z>Mo6q&R|cKmiKTqqOre!#C)r`VsjF5bKVnSlF4FX^3u`GaRS-48iop+VoPq?KmfT@
z2HEA2Vp2|-_V#xuS>%M^ogM8hSnbA#=7ciZ`DTT}daaSir{J`6%!NnvoVniU%#~4D
zK7kWH{<9x^mDX=4)?Yu_*oY_J`jSefKNUYEIP=R*;QfWy1@P<bDe1cD*^iD6YdMUG
zfcO8^O_+PBKaRes_(oo`$2w`NK6(4=W>oMYt7;3z4FgjlkMIvxj!H%zpj7irA$ZEa
z)z&<#`(62iriPS<C&2Zkrtm{Zx*;Hv00xLKDySP=VCeYRiDN9+FV;U4f5y96m@S7t
zISM3RKErjsoPT-+A`<5%5_i>%FR#Z@?K4$eG&LW@{ZbW{lpFS|J<J0QJ8(RnU?QGi
zCLTN$&*sRf{FXz>p{!@Oqz?m`SC)`hmGHVG!7)Ew3rI%wjzA-KZgJ5VfLS{bmkDub
z3&Gn)S*5uEPCsU{e^^WvVu~?TfXPaaX}=_FeSp#tzl{pH`j!1(5p0W*4cN;TD7|A2
ztw0NeP*%g3ASsgyDU(qU5Q`fk{=I&(r{0%q9mA7por^vWkn<B+)t<D}4?(dXf<%n1
zBoO_$NzH3jm8-?9;HA}Xj0Y9m{|cG63Yqr`0qbx>YH%7Q;NQVmE9M67k1psW`5ZJw
z&nUl^K?;k3&>CK!<3Q0<hi#Me6p00crViOW5TRs52hg~P_Si{vgDZvc4W~Y+16UEj
z`CQ#pC?GUa6`3vX0CiNM)y;w^t{5<Pqb0;R$1Nt3kBvbPUj}}xwR&82Ha~LEUw3)A
z>zH!zE@SU)mW_RyRRz@cJ54Nr%s&v#v|hY2_e`P_N-m$?)J%GPxm8%ZS-_4AiEaS!
z{UELgd__BKU@?J50+=?vpHQfbf`e_kFc?*XS9f5XI1~^F0&xx|oeYu#gg>uw84v{5
z!7yVv5W!~<9zFp+2(KI+5C23@4}yVg$rDCOIo&ke-ZtDYkc31<rDjKkCr5>cMrDS6
z`I7z`9i4<~xF5qt81uo=_io1H;-p`O18KuT5%?qWy|6}k9xi`379A58CYj_Bs-wRL
zUHf(_WMl}R;x%u$gD{;Wbm=L7ARhL67CLNAN$Dw=pK22!H({JnW>yOao0qBD-qHSk
zXGX@_;^M?&#*d8s0Ac<6GR|xL6le*j>?=L~m!{%BEAMv0YS}Vqw9t{`E75>ss%}Vf
z5#6t$uIymHa<nYK+|XB&_ZYCFgdSa;XPb_CzLQx}-iC?*v*fx;m!c-$rhLbmmUUIN
zy{}#Q4?edW;^Iu{>3&m_IEi1p*qE<+`;H<a7nPYmhCvoFF_(}Jd^er8tz|<JY~jAR
z%@UHCPie{=xuQ7Lf4(4?dg1;BU+|lNUbimU1F3DRjUt^HOPEBVa?@6y?-N$vWL95&
zR$pPeJI`&L%M@iIAlj@0(Y#v4wq98O#A1Vny=FJJwl==EHT`d6a$~27siT#*|4ULR
z$#xuj1Sp~#^fZcig;H@|`zvhybGSTS4-?)RGd>0a^76|7za9sg6xvnLYWTqP{6JFL
zK+^8#q>|6%5n~ZziL`;t>E6uZgdSon7j7>=yE^!5R-9{APtmiWSH<DcMOZ{E*oR@8
zQB=oAs$(A+U$o6buwvQk^es|)D_O;f@4nBPoEDXm;NUYz2)Mbszf43k8<f+KQ;e`o
zh%=4+V(u+Wz?=8!0um_yyC#wN<$Ly3h;kdBZ&oaxEh8ENP2P>MfL<2~O&O6L$9y6u
zxLddSPgfcLVt&}m|0E<Vgwp>~*9pxYtz1T<RF$_}b}IUAqDc-3oC&&4$FapaGaqX=
zucl^^lt*;PR6AS;?LV0~Qw}B&IFR?<+8-m|CzU6ma((NaxFmMGP~>eYm|~|7mqy`6
zGIi#P%Tr&&#{?U!_)F`kMydtcs7CgbTX|k%VT42T)M_t0TgwS<>E@1?jssnrnkbi9
zRsz0x-&1yaQ<&@oW8PdZ$^HXby}6`AV#cgtZWV<uXS~&>)n9`<!C`yRQ)UF4qgb?9
zcSE<b<MhL_6;#N~wzr>uYM=XEyDnC5<wk@GBUpHeG6H=5a)k=5w{L0>WY)QV##C>7
z2OsLm93{RLsaZ`_5$m+fgv)Jq<Ja&36>i|NaW@)zg#0Od)yjGU3oAI8TjV33b6yZ6
zNC<5O))Ni^Rfj-~nb;Zmc*$eX#efFPG!*dv9=K)D%cO<K1SgQ5yypuIdSXKXSrtQX
zBjYXy=o{|nmcwC%7C^&c2oW8BRV_5_@k_|<r|{*6Ul;DR1Q#Cor=D@3i_ds?sxhqF
z#muj^-&9m_J6l?|+qw@~UC;hl`S(q-j>z?RarsAMapRAQ${HS7L0JX?#40e5X)gR4
zl2BAwmzW-w^*tl{b15*sB734{%YsM7@?PDOTGCmGk}&Y3UI4#Nn8*|DtW%<^S7dNT
zrmvf0bm+-VcoOXI#dt@#n*vY>VqxZOfsrQloDu^A{gx6Em_TirMPe9Fk(~N`Seu!G
zl|)^S@!$ig2!*}JEcumd3H{$m?}D;7E-LqXk4FTGt%fT1Rm8_lHTB0`t5-jpo3$?L
z#;)E;)ObF$jW~si7#umWAC-=}JX3S&k1bWjAC0=uU=i!PGg9&~eePqbd>d3Q7Xd%P
zApi~Oc=gC)Nl@J`?E0DRdz<chrytyy(u9d+s5C9H+%y)2-;n<f?{+)i9$X)-)tAiN
zzkavESK~R==Im^novAD#a^zyM^s|m|7%H+^G+p#O8OV02;H-{<vA<f#$-KsGdW|i%
zL-Hr8tCedbcwdjn<czdle~VZ|pML+HL|gIwBm$8+wE@=Bl9CW4Qd~RnJ>CRTuu$#e
zW`FOSKW&I9rib6SUc>(ua89~k{WYLPh>6U*e<-*f_Lc?GJ79nx@Uht(+}us(7@wcn
zJ9QGguNt9m5C~X3n|@T!8^BC0BDP4+ZV2?ayZUYm9z_s!^=emI-XleHh^`-RSJ&p^
z=;05$d!li<{tqV;hS$e%pKIcxCCio8hZ*St_@DOkF(B;})_~t%;q7}IZhvj5nARJG
zD~qV_9=expZ^7+a#eFVg)fC<d_JRj~+$pxNhx_~9Uw$zKWKg%#j8GSUFH~Rswanwy
z(WUE=RZ{>_e|VLv1$Kbn!J?O!%;Vb1$Q;-Ob+LN{w11!uZodJQrZ*@H>DzYgTnuE;
zg*Xf{7Wi<u$D0=Tcrl<&g*>_2>V{eXWC(SitW?YC)`L?Ts#^*LWVE$;7!nxycya;*
z*QVXMk?VV(7sB23yjZ~&vV6YpU!NRyRFVZqt9W^g1f46+r3`2leCO$r9lnZR4c`cm
zwt}Gl!YnWk!p1T#*o=w`^8%_M-}~>LJ+5)#s=R+(n;rhztind0l@{pXxIK{G$Y#HD
zl$+Kd><92xT)5$AfnuU<G%S|Uu$#5{)!2cy(FfGnim_aMOp&GR@G!C1@FAbz|Glwk
zeo4v{C>|b86R3B<@18<T4j%>nJ%3TRVP*Z%{;IuM{2C~R;U4Is3~cgRKueP?-+xEt
zQ2wc5zw!)uHQ7>^D8&Z{cp9Y`VWxkYT)vAcxV~~_xV|Zu9^5WY7~SEcO{I1FXIB}6
zm0=le+hM)g6+?FtDOa^I7eYKo<$KN?4pk#nyd&&mn#0;LgAoL3pzD|mFYtxi#fM)X
zYk#=?;zNgHst~xdadC-C`T?!zu9Tv#lwQ2{qV_bnz;y)3S@i>SZ8BTrXWLuKL$qgn
z=vqOi;Fhd+HVXbV&x11(xlh0b+sdn{5ZYBbicK1lr;w++G^+=|_&cWXb6aImWIi|Z
z8xV$CAKsBfw9&OJ{wFJCB<Ay19b!zstP%56=?jpnASe95AW1<02b@si=DvWH*TexB
zgIxCm<yUG#zf|%fppPI6j&_bqEFs~7BY{C#CLlj9r`BhoJvG<IO)(6$=_(V@b9A2!
zf|m?xajB^f#zsY+UY~xf{wXj%r>mR90C|4fd5>YkJHJr!onqWNB<B&tX@@8h73x8=
z%@R^peC5}LMWfb7pGG~;kue}EmxhDcU?31g#bJ|&oIuT;gOe72U)20j8B&MSsh@21
zwzRuslA!o3@B5<nrniYXQD{t1=lY&@;lKGZXP49!si=34)@^6!(WRXznZP6Zw0ePB
zx1mXUi#=%TlVMRzvNCqTGIjz&<4^I}SeU%blA50r!tv&^$T(1M?0VL4^Pchn49YP6
z_LDx@JaOZ6Zw@3To1_BFjR68op*0T6qYuk9B7$MpHp9El>3wrAGpyI-@Aw%E^W%O!
zj?DZ!8@t7yK_U<&EaLq6E?hmbXoe9;Anf|N4~2+{1x8s7ROr0c6jrt*+g8};xbFjb
z97tru^CKb!UYZ&Xj00^Ty??Mz!GT|m6W+6^ad<8mKMVCSFT@T=4vi`$pqwKQfpxo7
zmjZJO#93F{B=Tte&uH*r-Jj^~@?T*Wn~R&DN^jB<OHPpSc^=SXG5caZCoVXdE!aFU
zBqJlVJS*W7^E&hdM97Z;1J1D4oS}?-Zm9ptEeBR_DMj%A3uh&H_1xkr5e5Q>Zo@ab
z$BK{OoTrf%zz5DI49;d=o+;{HOuamrO1PfF8Mw8@A5S2dP5@6PfM*Rr69%9u1FX;k
zcBNf3WFBor8L7H%6z+|@rQm{`<cyB!h$>t6E4Cps(YeSZSAuOY4vUuZ8y?oJ$_}Zt
z6!FXy-B;U$dVG(a?<3*;uye44n)2c);OAvZETAv?_LT4t@gM9V1=xIFqXoJpq<%>H
z@++03KAF{sthc=2`7?g3t`}ieEKx$Ca_ppZNrl<3UT5iVnayl2Pd||oB9|6UZmCTQ
z2nrs5d5H;8Fr3NFN2Ak!`W?&aD^1!z%qM~IxHp}q`hBL@%>QCK!7_uSZJeY*a#$s5
zYe>b2I<tmYsdeZ@5L`!1NcWx{g+@YE%d>r1xlM(Vs|!jSm7UkQ4R?u#@8W$tB7Tn!
z9HmJPrzti;=B-3+b+s}g`W6OT^eHSZ+t@sI;##bGSITN4IPVR76DXP(ivCMmS>Wtf
zGV9|yzu_WM($n_|U@-<-u871P^r;<K9P(+?M1ssi8VUe~7Nn;TMEblsDDMos{^}7(
z2kKz;k)wjRVE}Ya9T=Y+MuNs%LILr{!XZKhF+gk>6<&Rg1O*2LL!KxcyMRtl2tJ(R
zeK<M)d4Bri{H*%a?Z=1r)c}?uXe6frfW*iSE$}TR5S9aBvEKCK-BN-OXg7$^%+Gl7
zg2cl}L`-^Yc5+TgoVkvI&I`2{N`^{fk+1h{H<EVAbZF_8(lQn^b47IxL`+P7e*gYn
zU2mhVsE<xF#x{ni`6<nn(Co28`O@4gcy-~Lo9V{sXo_CzKYN^}QKCyTvq`waLOvH2
zl21lLpv`VTczm~iMxV*hfY{PP#)D)7ItnJrGN1Nqs=9yewevZ)&bH#2%2OKf%nTIk
z@oTA_tI}3wV$F}Pd}p8A%%AQecCUeO7mel%3u?-CZV6v8DStk(24J@Kd#-qBsBC$;
zqPMqkV4|&arEX=mX?C%uZ?I*t>(}6)g2Ca2$?1|VtbW`F0Vdt=UtK<b<sp>cQfAJB
zm1<m+YN`se7Dx!T;<#hJ#<F&vbaYy@3t#60_N>bC7mf3T4U0s+^I#wG*c&n4%kF4E
zL4YuW&4%B*Mib7HKWSiL1u+1XE9ju-3OAKKC(EnY3FM7z9Hif1@&8qY=-OTvGhnUD
zDX$|g3NWeF?x)DEi`fpf<CaqCn|Ytvxtd(8{3>a6NXV0RAn}{*x-JMm)&ehO(>HN3
zdDtuO8rjXq4v#<Elc&+eP$qjw`RxN%@gscR;Hh|~l&2WNYet;X`}!RBpEp@8D4^Gh
z&KOEWZU2Tt-8i`IQ*}{9ULsnRkZ3X0Crdv5)1X^SI!u?RUD2mtZ(rCnWde)>bLOdR
zCOpqRScpOk2WvmCAqC}!#N6NR6Dr$qRla7d-ISxdEvUIG@8x+Vll#++Sjht^{eIuA
z@(%m%2|)!x>6q%T^Whr=Dg}wzwg6|nl{2PntAY&1a()#IZ4Ya7TgWWJg|x}I4p3X(
zOh=`7f9a=8rm?59S?qpr71!c;_pSATjiB9P`@qWNtwd?m8gJKF0LHMlQtBawyiacq
zzO2rX)K5!$IZA=sU>3`Qq_|(W?;j7mN;4E&jXV2)5oFcK?VmZMO4<59J_#5!zLR~l
z{_4KxzJxC075L)!R`iPgi|(fj@mQ^Q(&rSodhDVsi^*EqNN>Goy~G%B7Jo-o_v_4!
zSs>&q8-Km>>R#j{+wG^gBw#_D#7p(a!p5*Al=*n0XutT!OY2N|-Opjo=kX8~xTu}x
z<6m4!Qf_IBh?_nLHTz}cO=-=BHX<zfn?)obWG55hKcj8AH*ATJJ+u=SM8?5^7r2H;
zH0V>u{D<krzW!if9)b!c+OkCZ?`3T!MawseM`ztaYv!M27H`VXF~Zd|#M{LS@V;oW
zs*$7xJw2bX;;}$|){J3tAaoA-lpq*@e|4y@_K_%b@zJr^xSiV=Q~jAwZ0yM+R)xGu
zVc2!(H-73MVNByAX^QP99(vdG{KoG&womV;o4#;tW|h!_-%8uXtOna}gbkA}L}qyZ
z{WBA-@xI?3Y^9m|w@__2*EC~l$Zg!*;HswL?)T=Ul7X(Bhw87Yvi5JG;mKdgo-0r}
z&MR_$LS#tu1n5g9)<~-@^y(~Q4vSY12LIDw%7UGAiHt5YtaNj9PKi$pu`Db-TbN^d
z)*;E%!z(GpPI(jF(BIYbc9rYJB-!B4FJ))C45<7jv?LSYmSg<>iSc{=g;UQ)wSR@_
zQH}(LzYLrYofpNY8{rOrU#hmDJz8&+o<4J`a<*{yoO0v~7Hj@EFrXg==EZ#c>W<qd
z8*PJBwDj>+4>Z$%nx^Gl7%tI!Z`|u`8k8?DlfvI-z~46eLr#7b2EZ}Vsh&yU`bo|D
z(czj|#pX5b>INlV)*3oWx~~K5Y*gM~SvfD9)rIM2KXdY1n!EOLF`2G)sCEjlT*^2C
zq|QNMQ#qt>SvAqm!!rs_25(l+($F*>3ln7IWXQvOlay{>{l*n3RQX8BOk}uS?p#Jo
z^G;eo!u$RGZiV6!H0O_`&szUxFMvYFN{M^zK7J3Vk2`uQTm3M3q`C94T(b2I(M1S!
zsT$eeRG4Q=lfrNwUeS+SThECBFzR!+hm+V$6|WVEx`Wx%<@&heM)wbYm-X(Cvn9N*
zrx8nR@>Vx)yQANku19mcy&o^8hA1t}+VK}C{w@RSj*0HvT&dfwy`CzvFYQ)$w*ymi
zah(L~YjI$xRTFCC+kF*u8MSvB0(=%AVH)`v?#c#zxf-t0-in2eLSvu=dFSmu9s_dc
z&F-Jg$81L}aNqmoFQ%^0zy9aDeN|vr<k{-o*mV`k-xXQhydk^X80K-mc(7z>`M2qA
zs-jHxZ`;+-@`3BoU;pcqtNY(xa6ey^>zBC4$MsWL3z^&BTv@?sH}`X7@O$6&>#E$~
z!2A8Z@T!~^_$5_1bfwMv=3w(7H{n0auV`EE8L!1k%MHN9+s}>KAiMWIa}~4kFiAK2
z`<|_TA8=>uKw7Wgd{qg*{<~a%a5q1zZaSN5-hS7!|E3>ly*DoZTn5%D)&WLS0tBDH
zGwjBCnG?{Hg9tU=`d_ANI*mFTds#1qsY{BOqu*H1&7MjxA>a)F+ww1@`Ivrz0Mye>
zhD)C<0c!Gk2j0wyKJLB=|8WUyZ+wT?<#@yAo`q~iIV(yZ+?yEI&4EP?cuKhrDmafS
zx%Vr%k4icBDxMv?mSB8vc(4AT<Fv7!5~lQwC_vM5`Eo{1qIT{Tz>F|069E}PZj7I)
zN3)%=cR59obs5N}#H7ir`K*HRP1W2Iv^gDKT)3eVFD`*0jTL?L;RvC#CgDGg7`ovR
zx5rMJ9cb3F6rDL;1#tWwA*#I;N`AFfSipj|y1u?<XB+a7F$h0T5^8a=zOx340QHmf
z>L<VU5YpF(Q6;XU2$J(|LeQFLzgzoOnEo{<7N-L|nP|fp+|pw9&g|VV8hXb8S3C{^
zNzI4CrP93t_~Y$WDBljQR1*k644|O4!StrDi-^!L00#UURsKvG+KUcOg=&0}c@tj=
zVjKwzI|+FaWomhPXJb4rXMJ9RZy>MVzaX-172gM5RE%nTAJ*W|iXDrLjR2p4-9CEo
z35$&D7&4OL0WO0-QdUElCzxWaUvrp--JTfBS^d{+IlP-4z>NG#IN~uMLRE(+V8p>+
z9<6tRX@`!O%Xs;QVilM9un~~$1Cf-+2bB|WQnsLqb7+y6&<=cu3nRee&hj_uYK8JE
zzsfNxdA}gDclSmE?jOIBm&N(}p!+G`GuJLBe#FWQpS*~y^^~h(FMPSq!~<~`{-R4!
z>&C_I_#qu#D=%(73=#9}$U@TgrCtSelcLnPEYF#lnX-Vg#MxTO>+Br?<r$?>KYY1;
zJlpN42<HQlZ_ZS*Kkvh?@FT9hl^s)cHHpzekCBm52S)JcgxvImI7SOJ8aIA^3`#^)
zSZrD_qm{@i_04x+x`1v_&7Gzw^b<%(gvX?3W~WDGQ?D0pE5L$+gA6q}Tr)?P=p#Du
z#O6;vcRT!xMA6o*=`B9l*@mv}Mc&{Ne#lyf=50hFLJ)(p)%chm1KkW99ZXDvyu8nf
zN*OB@b@}U<7n)3f)A9UzPeDd`bP@6}HnAlq68SjTqNI=A!N*(5O<Tf!$jiISHS{}?
zw`S>F(6naisi5w@E?F7b#-ME{l7X3RT()<LsSiEW@`mbZlcUoTM_JlX|I-&R;C`WD
zW*MEw%V`H=wPWUSVdQXNWqHG+`70?s7+Svh`UjFgToPN{Pf1)w$;V#FhjJC_W=#Qc
z;nYK7;>fb!?=jvUa02gl2b?zt{UI10n<Te+T+s3|2*%_~(9BE1DTZ!vg2dp<CQg3l
zVI**!89>W|q6NYVGvftDRK-&Yq-a_d{P^H}+@1j8B8Jl0e;2%og+XCs@n1#_0N2N(
zXZ3(^7}10--n7mcuud^ZP&x_008mFZV?12y_mU35M8vYHpN(ulp9+7a6%qowhxbn6
zcr-q0rq~>Qa<C+TV=ryV%xGzr&<X<j*bxwu!M4TMw+<Y7TUCXJ;5M?17xB#qz!r-Z
z7=I3At(5u*ZgAf)0=2n=i9c^}sh>W|;{k49pyZ4D5T)}EFe*oO+z35(ew7^mF4^D6
zHQy+hMkxCW%VrxaBQmox`y?mD>QU#=G3D4MW9w~}Bd|aDMhWasTq?<4=Wp2;tbMQA
z#&C!>d6BY@-^cmE7hhoUY;wQm`4fkHjF&GAUPML!sjeP`9we0<6CDL(h%tl3qc8{C
zfnfqhF9yatM!rWN<V8&gTvyO}K^zXu!zkeC17Ts{R>YuXVFp1E{4sD?1pbsNNcW&e
zjxpE<5`!+D(}JO3h78U^V$i;RM33vRvfqA<{fO|vL3MPZ%>$Xr1_*{c1*V_^EFQ3F
zZ@w;II|sibG|L)pVQj(j!Be7plh~M3m|19B&}`}A?V)JmtL-wXYP?svUwV1zX_`TT
ztZw~oUH;wLP_H|usPAD!6W25oXcB@Rypx_-{#aCX{>SP%bgfNY9fyY(+EVjjmlMk(
zIu@u99!V_w23%C)%q+zH9eT%m-$e0p)3xx`?EYDQ6vUJ+_HEYksD(PYN-s|Or*+95
zR+TR3Sv3AE@bHtLNcn@*G+sEE5}0K!E|1nWqac%{B@w40o!o(rZ~dDB*6RD)vxkS%
zyH=L=_NGp@=FV@7-&k8XxR_Wwnz`7#a<MV8d#B@AU}&StDKgG6Ife7&fGL@3H;DmX
zp}tGCcu=*t?|J>KMio5+BusO*Z$#u3J_ad2cT;w`Z+6AKxih8DJnz*9+A9P%A*CC_
z2wR@&tBex~#+r%}tga8oHI85bT^Vvpj?YN)4VE}S-m{XF7Vy18yysY3{f~+PhX0>T
zih5DukFJixInyQ5-xHek7~^%jy^6#By}%4T(jcH#2QMVh*GNmhcJe*xo9?I`c;wm$
zNa^t=R&J6P((sG7{gUe(Q?E}g0OuS0#ln*Aq)fvZzB_p9^un)%gpQnfI3k~!UtX9Y
z(8t0>P3t2`2iDpw7>$-rnu`weIU|D{rGBc;8<I~x3ad!W;Bna@6#5OWgq;>uusYrb
z%KXuq=Yv)0A9bIiu|tjLTWiLlYqA1w9=mQ;NI<XN=E7&DGq9s|>@y!Qi<4hh4}v_m
zzb8=B+*Vz}Zw_v7U(tR0xI9|&a}_FENPMQ&>-xc&Zsv0yA4>LdZ48~^<X}sWc%Alq
zRr>k)bfZ<^Az}JHB45O8mFVg21L(suKbISHt(NbzLDU=5T<_ZsQm;gWZT+vXwEzK5
zqJ8vmeZGVGw?EAGngtfm-4FY2y;f0nk2{Cx<;!S(z3)uo1Pg6_pN8|@^N3!Htg^}a
zsJcjZADaj%I>L{p_2s&QG)<3@PU+3Pn3e>yszm>$;gyg5)RF;l0d_x`7jrj@2eK-f
z2{f7O>qc60QT@Dk^Ijaq3m5Kau9?}#&GXdFZr^5eQHl^8wWa4GJKAX*H#W}(Hunf(
zZT&*FZvv6=6J`}gL$d$21Mb8g6^oqL4zEspc)C%iU@;Wh2_}yK1`xdh9(77CHp&w)
z;6R_pB&ESk6I=~`Z}Cwp50>Xds0hQt3+^Ii1f={}9rUkzSl%!fyk_~#7YqSezeJ;d
zeuLGaNdE=RNDhshA@(zx8Z|Pw8e+DJ&A<v{X5eP#WvTqm>{Rg0##QU=V;$k?`&hhF
ztw?;0So|*XEOP2B@+VnO$#O`b`td17=(m?!O3OsT-R90tVHD`7YWR6rK<4c6as!3b
zxo9+ZuwlR7{-D#jAU^50L`DBDX*!JTiWcV>=?Wt03PP!h3waB^U(@HmU_R+zkmW?d
zhZ<d3+~1bpZAjCRwPt?_F#i&;oEQ+V>%Xk`Aoc$7KM_mGII;mKTn02NXXVVQZ6zGT
zC0wKByaSHxBc)tgRnJr_xKy3FHJqLe?3Rr}9k^-!l`Q}HTjNwh(8Wv43l(ehy+Jl@
z8H!Z4wFJ%-UUH3982kEOo}503B7U~FAUXZxTf2{~*T1(;x2onceX>0UMc6yPeG5Y+
z`fiPtd@@yh)0Mn4l)clHd^1(<O@axYD+HPA#w)(4b~lM|vZFGR_TEyteexSepH)TZ
zbzkjHu|ffMHIaH|sR7V^^3TC^YN`z<Y`LPWIm4h%l-s$IzLFQ%3?K3gxQwYgkG?3;
zj;hp*Em0#Z(*k{$$FGbe;EucEio2>%13A7RI383tGE1m!YV<ILZ+uM-u&?KCZ*!gM
z{^G|vO6TvhbrUu8JJ($5?B=l3kL~J@SPN!H7=ff{)<WIYbc!&WNCgHKhQrj0*Z0+Q
z3o;#q8@Tm<#RNXy&sR3HU9U*CqB<8sz+-g29*-v*fF9ON>XE$W2~W27htth3>cu%0
zI8!0+Up6Q$SAe#|KCkPemOw12?hQ*e))lEtf5}_qzs)GoF}W}8T0sOodO?hVz8FQ2
zI6i6Q9-b8`818d-GSc&{{!83nX*lw+cLU5zkGdlLbPA4lN96MyF=?*cJD(l7jvWO8
zTg3`5ZI`wH|BaDv2kkPnsI5nU^E1D{J(|fqG7AW}$Dgbik_~oYZ0)-^ui$F`(|C2z
zdf>{Bwcfqa+^&s=ak}a{MuL5Mof?O_!r!|#jDvSytj%m(^Fk3Tt^PpC#?lVh?Q!k$
z%M!p-StAdC!jI)9EM)iQjre~8Ep&`e<@TvsvXbz#h4c+Fwm2#A536gPt@YQ@F~{@%
z@6Vfl9vI{rh2DgBcK{(Sz#*#M`R+B)khjXHRbh<2M^!vmB?HVffq$AbvaQya3nNZr
zuIBLf_kCQFqIzrL2lst0hkt#}JAjrgz(vU(;rBb<1-jt5u}a({d${25u+v8%Ihz|2
z(&lqHaXADor>8faY<GCMlX0~D#MzTcQ$LCZ4Z#jA;X1D3IxZ{Qt>8NT{_MDt<G7sX
zpoG&2*nyU@JBM1oF*bc7Ci@E50Hw)Z02%}l(TiH4t9lWS*;LV_H>o?Un?;|PReV+M
zB<~tc8WyO;jN=bAemO_~svxYbAoM6F1QN{`?=+)nxrfc(l}ppo2AD7Vn=f~wI=d%&
zJG*API$mijnkpHf4?|aRu>Vj}a&djS55~r7*~Q)lcOm~I+9-UOT<46OG}({5YudN#
zV|F57;&NA17sMn}G!HN*dgjT(BA!nkZ-M45-voXE!pX^`&xgGw0a4&2?Yt0yTLDXo
z@eVM1AxJ}q#0sbgB*jC}qOGF`fev4SiSbKBVm*7hOvKW5#nX4a)AmBe(pbF3U$H#b
zm?k&VxKPM;)(!SQv*{YtT}KOK*H&lOiX4f?j{=_%ef0dmFDg7SI~||;h2ja>`dVnF
ztfb(D+}BY$@0Xy-7y#?|^&tyxWoL!O&!8@J=nyPDW$hF+1;cHytvan4KLL9`Vr$y-
zKdwkOPGtqlA=ysBM$~C$Lirph|G^|#UFEy78s-y$o!{%??7RjV+SdR&L4o*T^~2qy
zGtO@G7JnyKC_4q7_lDjsT5n12q>i`+9Wi;t{|(P(@i+Ce_$i&pP!stHh3&f|=oYj@
ze_5ORmu)el!AalPT6?~P;>tEkuuPe4Uup&-L?`LFBQ8ErTdG|}7SNf+eMky3`1t;l
zTs7z?A3+Ttp4Ga&9dJ6v4+kg`Oh6Ds-y^8V7a)P+W4q!LCb5*kQ3swO>A>cG8|@_o
z^ppU^iIS6t+0{;Kej|QtUBjKu$4&toUGxh5XELfD>6YbF0CSwdt?Zv{+k~GGsL5Lx
z^P^)M2WMoIR|1y6Wcm|u<thqtK$$^JqL&nJl$|h}mbqY%w5*@9WSTQ&nJ@>2VU<Wh
zSHo8lTU=Dz*!uy~SyB14uWFlWY*lm|PfR56_gzC4Durb1n4Z?t9#d27R(?64VS+OZ
zy}%>&&Bu~{$uCXvGX5)7rx7hTjF|)_XZsj*4xT;xP}d>Lj)sEm5N?KG5WbP;c~JvF
z$anvTpVw5y*2t>$=3*&sp(W}DRoVnqVzBENGDH+WG;~1>9AW#6p?jQR2b@Z~oJ#wQ
zHw-3*$?qPm@{-?`e6iCQ<eL~1ni;AaAF7?@t)9U>57(`^4ROHU{x5yTqQ#o0%ZXZj
ztu@l#Up=laJfj(QLZDb777)XpXwp#kg0DcUgyW{9-<MOZ850R(QzMWy!n}fUI5Kbq
zKPRt+MH&w)zz$0Qz&-kBWO-C%78jspBLSw<d=Lf237S8ALdpJePha0UvRmt3U?1SY
zphcZvDpVf#hHwa6CmASSdD>&8nXXfV3Q>rbd4|dpR(TBlriPsY2Y&W6(I)sbs`D$?
z_z$lB?}Gh!S<uChtW{~R*N?0ArU%Y3>9R(E+w5zUan4VNqL7!7+43#I9D@pM)33P3
zji!F<ESp=70I72W^$9c06;)#cLwOUu*b+{r!skgzsfkJQNf>FeK&5af6$pq2Vgq-2
zF%0=NC@6m&O+l5E`7^22F<J*EmIdqvy^n(t1A{*V9^XX~bA!vD1efol@A-u14w3_@
zUXhcok&&-cK-S429o#S&Mo4B%=9lEC>^BrBIn6d;I;%&HB{_Rf$h)f8hR!Ac48_Bd
z1a`i}S`-$6#0(rH)Sf=i$jk-V2zFqUf2UU?1`DQ-kjR9|^%-F_*=ZM-^1rh{+Uj4-
zrESb*bLP`4VNrTVC-KFJkNM32WV*9}I3kGh<BcISvk>uq(>p$+-wpA6PlUnSf6|>e
zR2I%#(X|@B1za>}q}pGfAp7%wM%`<HJ#r8Cq*fL_{;Jq=bD#R!*B5emiR-w3r9X4X
zQ$@?gvz%htAkOBhs64wkeWCw(V90huh4CAXV)q>eMzg>FqLh@0nK?~%);`^#le2SK
zMMWw1GtOtjgCiP)8qw-8MC#FmF9<KAh%O?DJfbc<@zoZwn=(|HM-&q6650$tBR+md
zd`w4t4E-tsgUkfUrR~q8ABY+~6){1Oe0ooyEdOgM-BTjXOVZ@3$>_QnczwIF0e23P
z-5(P3G>R~PV2KB9lzWcr(p$s#u_rXT7bsE(FNL<i&=3)5OcBxpd2i)lS4DmQ)HUZb
zGa4v~Hr6(BlIEp3_?z|ey^5dz(~A9*O#6dN+~4rUyjH>Zk7>ww?5}udhfdR}V9{cn
z3hgVX=7l-^jxhPw3iN35$>BVymEp0i`JVO5Lz_ff*Lb@^GS^c2$||Z7mW^*bTcz9%
zOl)@C9Ocits<=D2hDKOM`)~q**ylx-$3?t(zk<qG^bKyw5x^xVz<^sVH!S`Za~fSX
z0p7vQ6wfe#asUA7tLnQA+U~fEyOD6*VK9RRSNE9sl0v9ED~<%S07%}nH!lUXW5&AQ
z^ZQQsWw;Efr(jXh*n*dMfZcw*-7M^p_7UAjR@c)1W-c!Nr$~t=SxJzz_MUI&-jt*!
z1&^VgFXPEdtHYa#Q1wzhRQ7TFh`Wsj-BkNKoI%g<#UDD=d%4VK`rza(Z17*`!||VG
zI296z6PzDj`S1?!{r1XPXk)j1dzWaRMRi`jJEb+j5wUC8REDZQX}m_8bqR8enmV>h
z5<Djp`xIJ5^6qwA2=TY}ZP=z$cuhXFSC_WYaf>=@)d7kX#pg;xJW`q2Drk+rm^;<9
zN*S0j{+K#BEpkm=b8`A%i^{&=-Oz3lPt|ZAx6k?kf9%t?+_)g~9?g~ed3rN}EYIb0
zwhY*2$h<ONR76d@|G;#cRs82S>!aa0cvs(gS6*?A64-e*%5|u#h@m=$`v$rYtGFVY
z$RNPF9}Ty9vt##W$Hp476Ql!)k7DQ_QAbcbFYEzLt|!)z>VD9j#D7jL&X<pcrI3W?
z0sLWza9dr&>=e_GCsk0~wfMx+@f-%tE7Qq<eTA_U7M5F;7Vo`%v$^9!Mt7J_N|yD7
zR6i{}K9?djlk`h6RWdzg&Qr1!dP?*)%G>XFTjJE0EZ8RkH~F(g`cc01l_ofkU{#vg
z*qF-sUmmCXh)N|*;SrX`Eo!_4eg-`GoQbwk>!Ugbmsy5NgHE25P96$|(X^~##q41w
zvrfKFo|Ps3g)!l09Zb^Wf=vBfOygW5e+5Uzn21(!;Z+xMxf=cLAaK_?ZwK<Ll;96e
z-ikW*pFg;Z8yTx=Iom6m@@fUD3Z;rG7>j=j)E7&@OMbjoGM#BU3ah}ZXbzLOj`4t+
zO?tiST}_`+=P5UTZ|!m0IHRsz^;D+K|D=EN5wm-_8F#7vT39~6XMgr=tqHkucCqch
z3RO7UXqoKFT1NuGXM$@Xyh}dfbD_^C0@#lXG99eqJ^V~v!lHf6VhnkV!sR@IO)R`W
zezI4zGuk)Qy;aid&A3`5k{+SCUlh6YdUtq?1*n$IM}|xf!oGr=iVEtb+JA~QKa*``
zVQb_UY-5nFlM!x`5iXSxu3-?ym`<aZh$l5jCD%=*`jbe%kWAU$AZ4p>dzzBd^f1(<
z<!bi9d93OFcVAAn?9JKPglnI6Ym+Yq&`fR*{v+Pzgj}st_Y=vcF@-<ff|ZLm`dn<L
zOz4@;Wi7N_AxDW)uU*<cTHTK@NgmVwbw8eN!?h<yJ3qNtpRhNK)dn(CHpq*i1AEJ5
zvFn+UbAV$%+28I3Ot+7BS2M0h(Qq%+Y#jJF_)B*cS=?VOtrkC-+qGU`zhoKceR}o~
zWq8bL+2(Ua%K#b6dANJGo@%cRPxn3>>e;Z&38wEfT<NIKSv%?e0tV_naFCdj-~L*_
zfC!GiTo`!ls3o_7$oHC@4cZ3}@cx&2ZwPPm+A3~Nwfx(LyqhhAx>{g8xM6yr?@3I?
ziSo3xy+19^Oy$E`-_P{ha6SI(jXIePXY&g5^F6+{zlP`fpWM4c%8BvvMOWIrgZ9>%
zDOFu_W&JUc-9P=>HU2!{0gstzd$a80$a0zGa@)mvA2vS94d*7DEj6B%CnrbDYkhCe
zRyz*r>;D$@@X+k~Z!yq$sVFLQHpjRb|0djaNF|n=2H+dmBbbK5;woU>VEfq$iDqkZ
z4?9d4q^$S`_om_f#bHWq!)>?z@U6A~F)<$;IF%~E`Z}=Jw-MR(#79j5-q-)Sn_cJ^
zeKye6p_NAqAAIJD2y73=TucdihSqA;uPcpO0vfy&;rDM1ry{TJSe^+pjR<#-%qVIK
zM`b!v2<u<Z>U-#?)}>GiQ|!z=*_^g1<sEe8<Z>zF#JoY*<@3!vKo8t?C_Q#8IVh<r
z=N;l2h#ZRmM-siqJNxyaUa(r&Ky)HSbTVni@XLf@s^Ii1fms9Lxv3ffW&|qaOJQhc
zHeH(RO|xIHznPR2t=Zv-^YBGb>!eP6A_*lq!jx8&>(3M8)h(X4>ziAz!<h;AtpoEv
zMYKeJs=;_^uB2tEm{3qrTKui3tPn%&Q$|gBetCfq)p}4f5ic7RyIYO*CZ-^rra4J9
z?zBhnP9ug<2hIuR<S%5D0|0XbTIJi~FaY$!asMfL1g5fY5}iDFSRz^hJ2@mB5fzF^
zO@0|4Vw@GHsP#$P&|=U)dunV}YGsaSHGFb&KJwS6(u;!ip0upp>Q8ciA%<+C>VgF3
z&d%6AKJVXSw4*^K+0ta?eiMp`%O$Y|L(|05(;2qY=psN#{s0}LB{R;i;~)_vWJJx-
z5<>Kof2X4X+;WMDx=h*^Y-ALVfp@@hk^`-*Zont-Gz;eYmi=2xJ>?Aj^Si9vpusG?
ziS%j05p8M&@2IhI_Rr}D?Htu5vCsTq?<tlMx3DRU!hpm@;zld?o?!}A$NQb&s-T1=
zAqq#E>>v8ClWa;aZA)j~;=DQC`|Yu)c9R~8)V3UguV($+HxS$(A~38i`gavK`?<{u
zhk{tmfLKk07*FIQ23Hw7R}>%DPZ$qAh@qp49SsH~YEJkkL)`F#QxUPalo|+>z_*2X
zc1x@z8?CR@{q6$!AVLw=O%!mP7Xo2P30H%nQ5uiv@$$^T1bOU<Ac0_?Y_;Y&JTKgW
z*ZVXz1pO53PlbXBWW#j~zp(5vJ$4drK>ckV6a*Oa2{tykrt}WnCr$AMBwy4tsSElI
z*7%`+Vjud)HFWT7Kxu$7H0@SV%fyz|<q-lzq<Ryq8|BgWWGqg3*pXdh^Zn*3zb*7<
zURZP{u{*;6ngL)bnMqzIR)hNGlHQ>Mr(B&g><+LVGDHdxNS*<6P-A<b1SD?(i76%<
z{|Y0X?-7B846%W!@kbO;<rkCZ7gN2^#qTE9(v9pOSJRDU{QmsQE89x|f)`FCtksS7
zn9{ru&?KrEzI5llJTJc__(vE?M>J>_J!G!Q^=DXai|2pEensbC3YG{s-_TFt(K>-)
zKA;mNF~J}hVOQSfTTtm(lJWsU#alAy!!dw{T;*ij<K|jpXL8YIo`3Nf9cjgahYX1b
z1%45#3Aea}2$<1e#0C$f?o9V1{&PPi2Nf1-HWs&*-y|UM*H~X!kI^w83g(?rjIN&8
zuAWLzjkbNElaLJBUgUp2F3^dPha><b$J$C=K&eY`5PZDr2G{(Sopc?#PW1f|e0~aM
zP1Y)!87&fSK!ud~e4_yx8%K^(&bKT*ZUI@W;P`hYP$$?KF+OuJzUgXs?1bssZ0Ku}
z(wIrvoc^RCZCfJ!wHOua!v1fQJ!O-(;c1R{G)~@_sJ!C+l5g+6eScfT>I$-OJbO-L
z%<;rQO)0-1i#eYbI2Fp%rVBxsp977Q!OYvhQsfy2kLKlnDGyyht2Md}MT^Yaf_AVf
z0DWZ~c)_0<(!_wBNCes~OePmCzGGz$0>~xQ(YRqZ;y2z4K8*``L9)CkzBi9@Utzmx
z3wvqvdsGX1{QR&uO5#^m_MfO=E;7UnF9Y9WbG(uER5aD|gR=cKLY)Ms^%Rw7^%k;l
zaShGR8M-=_EKeHMKY3;Ov$oDx#eC$bujyeVMrE<{>g$Gw<y@muD`ogy6}Pd6=k0iH
za`&7;Of=>#07(=Ys-&7x)1lw2t(Sf!;G)R2l<^K+SZyqf8s#ze_~^YlY;`>FSh=zM
zPesy%xL$<L(NSu8-mSU~F)W*;f5gtYoMG9(A?X_6JNx#-;^3!(LjE6$YYCX049kI!
z|8guwDqV=Qv^=k_fZNi%k)g4%fl*p&W_n8c(^M)N0JMKsV);7Hu;71KI?Jf28m<k)
zP=nOa2-2W*3z9=i3P^W%cQXv#AW~9N1}WX$-O}CC-SM91TOVtF@DJ7+;IQ|;@9R=x
znx5)eLo4+oAMqoP_0x|9>0^mfMIpk+XPMrQGjWfLgF`Al)i4&$D739~2BN|_9ID=1
z*Y!cbmO~<%8Hk=uVoKrEj_;O0Cgusd1Rz{QHpp{EJ_z9BTKU>>h*NF+q=sm{k)F=p
zN^4<s_Ep`uDWE$PlR$<ZqTW*T`*^xcv%LwBd9|8M(8|qk$HMQ%Lhtrbu0Jkm?WnLr
zR~0xaanc*v=ba3CIhs8~)@ShdmnilEhbfy`hStPIcW`_Lh;%r6i*o5upjg&Q>geyJ
zoaJAuAUTUEQj185P*}5JgP5ZckZAdc^uTAKr*wghglad+W;DRYBNvTR>@yzoU}+C<
zh=m&kL8m)JiKclHpj2QogtzdI7C@j6NC&#5y4%20gwCb>UAc+Rt)Cpe-?EkzD6(w?
z?0mrTg60bW4sl|pOxWueQ45N3oDg!Z79CFY^6##Oir>A9<lTCupJgAr+OoZKwwZwu
z=OQ!YC%TO+S#m{T`ma$Le`dtuV1*N&js-P_BoP}!L`8S&^}l~#KEH%RWBu9z0>sy+
zjUt+&&tIeh)UB@b%D=(|$Vd?n5oeda2|CGtYa||NW%^~9c%j#3=oX*Vx>XpRwNx%$
zrCzOjE4z6+;&eTFx0(bs#W6ZUbwbOS5D~S8+#+KemywZg4~MJzwBB$%_d$nkvY)ib
zu&>0pXTdC36hyE!{qlym&9-~Yf=mmZcz&;~b*0AnMTvRnhfmy_F;AL~`+X@d=umj&
z({vZ#s#4mMUYhAgV_$UkPs0`VR{8|F!u<XhRzrjs@urF&A%dggs-w9MFMS_R*#qXC
zu&r#0O0Fi<m7e_e18$RWFL&5Kd^f#2@p|=WiK&t<#LQE+PJIp#$d+CZiNM_L#jTko
z0L$_e35}2atq3+7haVs>`oHjIjwfd3dZ_mu=M?JJ3&MYN(Ln3wJf3F3SZW9|dU>Ge
zTO1+3@vq>Et_X(j2ny8EARyco(J`BBw#Ad26ysiV$Qt9PXO{<Bp4ybanA{wsR>@<i
z5@Ii9U<Sx1yxi1W@81Fr4P_4#1!Et)%0LF@{gP6hrIkt_;5u?nudBhbTx&DGv)y$N
zjur^hTGE--R@c)^P)Vmq#V1ar`1hS);~Qj)f^v;?clXV~0m<ej<X{uByP39jkaT#G
z{;C-JdKmL;6#EKgJLKLR<-r2g#}e7gTpS1+DrrQ(u-kD|azoEl=m#p2zsZ)L{;XV@
z+3y@}Ow8^*Z{3N4rxZQ!L_PmJmr^tjRy6M#*&bRfo^kstcH2`6pUH||ykR+><C}K3
zDma;|>`)yFS7Id-sBk;0phpT1f566cKY49OdEhudIaS_T<)beD`V_}M`88|knfmKo
zlt_`+Dr}J*wVcl>xGO(%vwMvV-g4j_I3^R=;hahs2RW)sYq^T~IZEv~`L7SoL|y5-
zXFR0Wvf3;*)Vtm&&mMnSA&+k2yQ=#mwk7f8B%uydceZr?<m#X!q4C*XM^Dj4!CsCB
zJWNSCWtz@yqFZUQSh>02njny1(&Vy<8l@`DR3)7uUwb`sq`Tnk^0dJ$`0?b;%Kg^x
zN@{AnpZnD<-z*&VLB#p&w2S+}ft;+##|Xnr7q|c{E^sf-e4lT9UYZNTXyVmhX>xz0
zlGHzJ^aYiN2gi?5W+NP~pPv!WerjoSzCO_1ZENv8dw9?csE1vJqvhB_Y4l&t)<<UJ
zf!@b0TZ#c9LRWWq>ese5pSuUmKLIcM#jA$?SBpcM05y7@wHMm_Ez^(t?r?S>(y$QR
zjr>7M`8Iq2(2qc$PcuPKA=vHuT`<nq8>qsH@5|w_U^_*&Q8tc}L$klz(@2+Xn@Iir
zP|FZ>wdHc^C>p4;-=6K<Q95M4tlu}B^od!vA?YJ!-90bNQ}&KMc|AQI900uw=d)ei
z)PM&6?b)W;m6f*V<Mol7c!w64%R|?cAmv*sWh4m3c#G#(0^zn7?0<-9!1vg!v`rb{
z=XUXcHrv+XiKQ*N)O-tKp(=x;bkG0NM1YI>c>EjgZuqLCMDFi*xt1U7dvdZU1r!y_
zgfYB{ic`rAE4KD3*J<U$jlAr7`p?wmmEvf2f%yBVqmHk`)It>*Fb8tH0wWK$wYN|O
z!T>ZLxQ%3yrw4jShV%?)k`zM#Ia}Qv(Kb1fuefiHj~<|T=q=VAoga@7_x{(0+$@r?
zg}juT7T`Qm&Ro?Z`c~!TJA3<fRbGeD+hft%Uq$QMJnS<I7R&1nzB<5gExM=#Ubg41
zq;ju19uYGQ?sZ9tJgdbIQ9eKs9>+iHs~Bo1CuU{hQsUts5^Y)kbNJ<Gn`cqNTAa^P
zRw^@|^v;S|_Fv(^YwJR-J=?`};9!#8v^ei0DEQ#(6>@uv>U($J<m=7fz@N652K+mh
zG;P-NL(&Un?YM7X7_?zx3OqL*IE@h*opH5k#8f_g*8cMQCks+L5~g}`0pT|Nb^-d@
z9o5_6cim$>Xe6(@zg2ORb52xnOjd9KQ9g9i%UfSuyRB3$1Qt=d4uTg1F!E9vqo-Yn
zXif%n{thviGSDFSC!sW|S0Iq=5|H-sDT#kAAZa}CUy;skI4G0FMCg#K)34|=O|Q|j
zQ4#UJO)AlbF6vEjbx73o?PP&g`5#&IYm6JGv+CONiP^uZDxVXR5(x0{fboz_q?<Yy
z;&F>R+#cv8X2c0JX_$THv3>>*AO*T6<RJ6Q^}oPLe;}VCJvtEl8;$W}ry3w%L59yF
z8&Pshim~E-q+&>BnI?|mV>BAUz<e>jBR0Gp@54Y<o)$ANVjuT&&s1V68`cD8<}346
z$;4o9!`NRCj>ug3Dn_l~kHx^B_ID{dx0&9MLPF!i%Y41;J(?d$r_gnUH1*U>OV*c)
zXz?b`Tu(Hj*1?_M1``w!P?6DLS+jMz${>UgBYaD9LQ`{GL}LSp5gPUIFiZC^U3WKl
zf&>(U`ACK8BSI%2;v-<702mfJ-7u}&S!t2e2HxVS5d|GG!qLo>?djJLLmvUac>74l
zuq?C3+r3wkYj4PC1%(8i;E@onF!Od~S}j*TW$$WnoJs3Wu8ag%+|r-^q1Oj58_s*9
zfozO#z2b?{1%3fZ84C+IR6~R4w{Jzc#518Vez!q6%`M`}6F}zUJH;8N?i~d-S$WNR
z8$r#JCP6Nh8%#DX3->nC8uv40DWBk@1{JMh|JJ{tI6D&-4!CPuD|&xB3f0b%`ljDA
zzf8|B{G%b~cq6kc&u-~4mtU}kTDXvxK9`C5C(B#BPWDQqr_U`yCRuL)#aRp1r9RJl
z`{X1Rvu%Zf2vlTeK)!n@rYS=riHA2sjQgGjqCiJC9Qio`W=zj)%F0Ji=B=&ktqq7u
zKB8#9lL8RInFMB;gyxyaW_n5H`s&*`Q<Q!<&D8{7UV_=upuds#s8RMA(GrtD?*CCP
z#Q4>e_%T)Mv$+_8LPEN5fCBm{hQB)kVPZ_RYOMQ|;uZG@W+f}8ODX2LJ?5(;EcwhB
zhSOm0&<uV_qa=Zhln-B|u3=6U3?7vLZg{MUd!Uj_fp1occS4b4vbU3+r_)_6m>Mol
zK1{hKMDRm@`$wiZJ$XUTQN%{=XJlJhPGqP|gpN!^x_m^MY*d<TWIAroa6!+o7#A`|
zLP`CP%#fPqg4m!W)-X{~2x=Zxzcj?kvEJB4vquz6QZ(obyb9q2%^jXWEZ&p=R1NiI
zE%ppY1i%acvlMC(e(?JOiE6X1>TMb~!aUiiiu*zIFecevo5HuGuPt=uQyRTzd{B7r
zrE0_IJ*0nJOK)TMCda*1k9+&~)6bew3wO31EMSyGVSO22x1ZWJojtOh-QFGFKAC&H
zHirxJ`?-I=A1~x@&jsAQGkvJsuyPjXItDkX9h~`3Z>_JTBWv#`Gzy$t?Okp|a~q4Z
z(}UwGYkuYxrZ=}H#?-!1(btgE28arDW^{A~<x3brBx0C;b3hHhzMvYpy$2YIM3GUm
zVTfRW4=I|4qKx%<8jQL1NCn6V<_Nez)Dj`_fC1qaZAnL54^smu<U|BP`lKMZ-|5jg
zRlLL`k_=_iJ}RflD?_RR*GzXejW^d#wk<5zO+xXw3UoM}X*AK^e)5SRG1|$qT+cHV
zlPKDw@(=t%F3)R}AD$rK!$4A1#pUF};e1wp9(f)i7Y(V|de0(jkzMQXWrcbk_w0S)
zYvE8S<|5|Vzv>PS$hWy3@)9E{_xmF?$r(k1b$`{4?S9YCE;$wC6Xr3GVqF`&p{TEP
zJG+fqCo4`}BGLCT9jQF9O^yAd9d&_|+Hq~XJ&qzN!Xi-TwziZAccn$L41XBIzREI~
zcFp^9p{2RFe*H6e1PhJq0Ec(l^ckn-fvMOtRsE2GX+B-EoRitoUZ;1zAZgnfomOSS
z=y{wBGWTzDYU3FDRHC#6sEU@9GL^D0vyKdnINx@ZlXT$tNTC+c_%DkKXMwgJb5Q0a
zvf~8G{K(yb`ALSf$0wcsK0Q!0iOeRK3KM^sl)D80g$ZB;`wXLiDmefNTb6ZGi}$au
z=JC<)-!qN^!=I>9f-0t0?Y(o*#HqwNh$Ea<uSh@@kujpkj?q}umd11;M+%r|M{-ef
z$;d0%M&}3`IL=L?0~Jk)rW{fy3ULeH-ZXIYo3Jq2u`m);)AA!%3-f#V%8l11<&+kR
zWvGG>1GG{P+XOl+wOQsLbHC0!cKqd;?cf+mCvg1v+W0qUK*V5QQq$a7&^w4xMKYD@
zH%<S$p&{Ci0qWt-&Y|{xv5(>3pyQmh&u~PY3C?Fkpa#AqK>)-Nj83~S0k|M0h&!#f
z9?h#C$TZ<|MdwgKylzoYq3!st`}UXfPo8u6L{iElkUQK*B^0t9tp`iC?|P3vxvr~e
z4dp%zU-aJet(kE>1_D@I46qzK(-AnuJhH`Jkul+G7NxQuT?&=#KOL#K%QWS>w?9&0
zJN+f!7@^+MN1I9;l+SiAXf93&&FNw@G1x(OgNsS`?^oW5RA~Za!w)U-K9#_bqs(3b
z{RV5-i7l63lh;w(v68v7E0*1V|H0R6Ct0RNyh7fk_tA9}GuDnfG;8c)6#;iZw4wdw
zj`pRZ<{b8-0hY_}h>;NODH}fmJ4kA&4##-!JjgWksE|74SetmD?R6@~O$YdCvDd6y
z#o>CfVjq0V;_N05#!W;o>w#H3_fXn~i9?-oc{4-r{U+Fd^pWl}DnTCk&l$VMgjz4i
zZ`jjBJe#I6-z}D8aj)WEWAJW%KTG}>e-6FI-&tX;(p@jFq3X5@vp8nvLAr{1ZpPK(
z(o>vc{*93p0E<z-{l$KVF^2Vs9sKxuhj5=NgI+@eRRJ8(ZrEdvq~yY&MqB3wEaF0%
zsmi-O_RNFl=d|b6&CS_7*c?0@x}i=k7tYjhBq1EZQyin`_9!1DZ7mfg5<x-eyHp5H
zJOi{XBmttLrlz5%XMne|97u#|O%G9#LnLLClmtIM(kv|nWoCj755+SxX@r*YPFW2M
zI4f`IP(sbnkqNC|lLJp|dsabJTK10zPSCpPw499+WGc#ZCJY_hsDmLF=8LIlF1!v9
zaBWEX4FPw`L}QJ~MzP8%l?@L$u(0kI6;s$aYR|873(U1SSWPtM!fS&4iyxY#7swvS
zm=>8|?PG8;apB8<HhqQH>1rBWl@H>geVpuSRt*-Oln|=wY<BJRKd14>$a}=d2ffNi
zdX*2tphbE`13K?~bOCz7LCsZS9U=|J&vz;vQqJq<vYg5P(679$?YF&`-Rb=m38NQn
zqy-LAuXxJ#Yz<ZxtKUfbkZO4FmF$-pPA%5Aws}v99?VGDFQP4aV%DDMO;=c!+rB7|
z<*v6%NVK34-yBjNE;Ri%ofTcwf?d?EgemIR*a|Xf)+WVF?_Oz|R}=QkT7)LkJ#6<j
z{tD%%L)Q8DAo?8YT#$<HB?eT<ZpF8HeALZD>XPZ$9T>Ex^qWizTvrFBKF+cWS2*_!
z#4;;6XnFfBpXb}A9BT`d7yhv~w>?tUw|4Y4ur;u;*Rj*~({fgDGA@9rsEKOZIhl)F
z>C2g^TG;7+61NO+@idlGQn7J#wt>ms=T#2p4jvL-N!czkQC*v?R%YWLd}NC)ZE&|*
z%vbgOZYXqrb^Fh;?EBqL?|iDJl1Piw)^p(#K=x{`bUX-M&KQfe7pn5#oF~s1J6UqE
z9=k3^^H}*%c{3UbWYXUFyR3It4gE6I6MWdezXR&_kJqEyl*fj?PkX)WN{%hw9ydo@
zEkOFrvts?J?kkRpNzYIu&Y!oim;0VoAVn4L*!JA#xf=BRd{hT}xX)NM@PB&V);!5>
z1HFXTef@g!_T4HJcI|NfugOwrMNue#?<^uO{Nx=)fY<e2-N45-C6W8ZEeW%Jgj&q8
z<0oF{o4QCrpcfSIa=X(MF3O?@yFpkYD{E=-+#VsPdd>Fick!siH`+o0eb}twh8hT8
zbR|!%2D5z!`FsAO14{=qyX;*3t%B+c-b~e8K;sQ>w|jpWIvNDHKI|_xZJr$K!(I@Y
zf%FGRE20k^F6#3N)Px=);pgQ+DTa%m)8zPl<?d?W=sV@I-_zPX&P|!W=k6e19h<-V
zX6MkE>)4;{EZ{4=ZpQ&Q$!%^v=Sydi_~F@aR&Kmr%Fuj0mR>Kq_#cD~0Rxy})A{he
z`8&<HOf3<=HwhWrUGFsFGId%Ghk?$)%%8?`X96xRHqdUl^+-c(KgtFm%KiX??-~N*
z*G2O3BGA`)(;xmMh!_y~#n#u8>S)n9YZ!Xi;BI!KC`yGL7kjcAU_LezZAu25kUTSi
zD7M~Yn|rzCCV;A>@--*e&}`Jz0L4yCR2S3)<g^wQR~9tTwE<2+F6L5!cU8R5riSX@
zO=ULaHO>Xa_TGlGGM*2jwx*W)?*7&)-k*Fl#Leu=EpwWZn@Y1|E7B`cN>cLDxV{+5
zMj5Jn7FE|!)BOfE3l4?zuBn%Kq!_SaKW961w63hf5p$md;43QzWgPR95t5%()shJC
zw|92{m(YT8`$=F%uzFxBekNrBout_h^jARA7En#o;C4}TN8oiPq#%ajJ_^|_jX#aW
z2t0iI_X`<}{DI1dU5dk{yd6`9<W3Y$Ij#si@DHc%(5P0&^+^ZI<`l{Jp*bMJb6?RX
z##19>&=9f!s*k{19|0m%0S?%ju{qwF5#jcF0^XKNB4j2dwQ^GZrj|4M%y}phyKvxB
z;iw#=eC$|!v;r1Z#I?swO<gVbB)77vMsi9b9v;EY`i{BfZXnxh3k_ZiUS1+>UJW*0
zUJ70h1MCQ>$z~X1nlWFJJA9<;JMEqdP}IzMhn@B<zs^USN(5;qgmMJ6l>k$#3qwvN
zv*=Im4wW1u$k9Ob6A=Lh*k=m?*w~`?u2b&y%)ge3hV904M+<)sp;R8CFx0XTMJa$P
zJA8a{s~U9t{sG1P`03p#j%sPD8V1<RRNfySxkh^QFAt|-es>I!4A%?7JLpjj$Jnjj
zYLAfng!Jef)8imbU6QyjmrZGUgVyD$_3pagulYCT&v#Kb-@SYuHAk*1Y@J${;|%>>
z5B&!H&o7GPFZ`q766s$g(j$ZWhpBsp*#>}gGXU`|FBg9kM#3G<fL8^^kC09Kq5}R(
zg@h!7fDaWGh9WuP#()$Q%m5iZE)-ixffC@B!L^ZrLj?)vGdwan7`^f3XUHv@Ou7jm
zK8{RgK|sfqmnnYT-RX9VXi04~faaGO25VoXL>4;X?g=rO+MUKkFx{t}=>t-%M(H7m
z#cOYex`R&9G>C|Ji8Q?CTsSx--U_14@V)9dd2@-W7ZW2iJRAW8?eI4?AnTiN!Dq6#
zAqD0=gnzeqF8^MZT#o3o9wKEfnfieyJ3B8-O$SvIZKy!B@ABV6i(9CQ^EsM|8PMz~
zMG>HGL>4u>=G9ae;aiQ>-TMXgQT4wQf0sWh0|Ljxbs}>|Vl#_<SsMOgfS#Gx5EBzw
z0Q}<KLjn*7h&ySh{EcxXR8&ks9ctp8;&Ov>=~k??_O#5VwBcsVIEgi?3GVIdX!K42
z2)AOS!IWltYGxgm2=nBkOTo2xA%?fqw_@)h=(lLeqIlv|L9&C?K1{~<OzUYhm+CZ^
zYBX1Bd6#Np6ZbZp_cm)|5XYQvRt3p+C0}ji205n2c=(2Ed4_9vS<1PYTsYX=xlqT#
zT{HtJSwuNL?}NZ0+UWi0VLSArfEwW$;WW6#I<8dqXR=CBLqKArLuRf=Oshpfw)F2f
zo1CAOe~N;BC6*L7S67uJ1;-$_<M4t5sI=rFsL#dprWN$2)%3d6#Jknxrb8HPXt40O
zQ3fKu4M2wfBNrGXii^q2GvXa37jQzvN#T&ez|j8sAfw&i{f)E(-oFQdHi!BO+1L0Y
zp#+??gbO6?L9TY_Ed#!P@{dPAy{S%5{YWFDFQ6syR!yEw@1w|PO-^YgMgv3o31!wE
zE#VP0?kNSqzR!HCa(~)MZ_$GB1iQF=^Ixq|zJa_b2cO|wO#zeCOGnYjP|@;YV^`nL
zq1jrXMD*WHJ{W(45|p(F%F+d8rGws(Js#Tn+cCG43<;G)EwjGT8*v3(Z4-1oD-5I3
z(8<qy-3o&3l2eN^UCW}&+DapzKF$N7K`r&T0*2slLm<(>xb%o<*AL020>&O>SruoX
z*31AX5YHVG2#Ap|(9qE#?Km4ohX|R$)tD;M8l*HFW@gGnsBdW$3P#!x{zD!>OyDzc
zS%ONAz#j?iAvv!|W!r@kb_Up4I%yd?=^45i8QK}!$2!J_u+zBN(U@__F!(UI`S7{<
zXt@Cj2%j+bTOtYpy<s7@;UzZ(J-3+5_V*JLRT3|}!sJvP$|^?Ti{$JW@!(%MCFMzB
z)rsGJwl;<Ohcp@L$hc{X%h`GyD_j3dZ`_Z)Qr9IduH#X2gnwxqWUV30upO+MRX=tp
z5+0uc#5@I>nUwo&A^gyoKW|!FeFm;3e&n1@{OEr%zDi^+4rBlGrV;#~`jPetnDj;i
z!+ez3kA;N+{!q?=m*c}k8Bq-EH*{Rfvpn}$RR8FCKfQ%8xk+xQmYB$XbVT?2m-p$3
zjWi<0vTm0~T3&|A%Bg?Y=?r-qKFspZX)Z1x+$ke&1&3;X`zBjhs1nK9j&m;s4j5<c
zUJDl&J_02YnHc~D(K)2IHGbqZpb*jD#FJDI^RR{OUV-GF1vcC*Hm*-P7{LPa!9L7g
z(zcrxx}sFW3*;<~nWa8@_V-Ii2ym^#Bc8*9AX*4>kdS7mS8SNiAFLZ~;`KV}L71xB
z+D=+dX+_84hInmX_^}L_TpknY2w6V70F3DpvGNU%JLQdF3TD?{#n$hNEg6M%(}8ut
z#4Zmy+FQggI0IsfiNUo$ksV~w=Q8oiIp<;im8<D=9I#Uzyv+)R$r?d|H!6o@e)dHz
zEb`04=UK7bM_7raZl((FC9c#TtGAccBY~|V{YQ=@f*A;I!shOmwRIxn-8HniZ1|T%
zKe0Z^k7F`BlmJZ76K?eLBLOlVWN(iX#3rtc)7=e95$8b1H>Y_d{vL?J%2mP1Q6WKu
zO56L&WNf@4s*->dzEm0$44DeY2*Sr;y@>b!vV$&y6)0&-*QPFd^dpNmNUl?BK20c7
zpZBN2H+`h^-6qvP;hXQZ)jo=f)4S?W=kqQ#INN|jVLq7f9P&I;WK^h;gxXL}R_y(s
zLL^Rqi^GFGT{Gj*m)Gwjpy9AI533zPGYkc^6+(383|5ZC>9+C6D0dpAGaQ9#FtWWj
z8B7+R%%p|xw*gXmkFSJz%EB2R<qJYGsY_^d<09ki=+Z8~JFgw`Uqon;cJhb8NP#LB
zpdJ0Gq5IkG8By@Z`k++b*+nS1;Uj~ogw^|p%ut0U$MF@3Q|CvNzw=%5uANEqRVv<*
z^R%wt#rKdUGOF9xvt9pw|8Uk;l>LkbJB+Eadj2u7<f=^e7VJAHDg_~~8L_`6uu_-6
zvX#LcZ<glF>mcItt*H7ro_T#6i(TuD`aMu&Qcq*+VZDUC({0*XhWlM(+-W5Dud!yC
z-Bs?Y@3k*%s^jcWpPvz1qp|0SAE51{zq0XQD`1cFVUgqMsbmZJ{$Gd-(6sWZ4IDe}
zfR$1Iy<gv5czzL;q&Le}dCp$?KEHt?`kUXM{b0l5MOvk>i(nHj@iiIEmu;mmMs*7{
zL5cj<X0p)Q$w!j$`sLM;6I>ogm#gu9{BIPMl3FvOqT^_2d=jm=tDY6F(Zb^`-VS*u
z({GwTR`;F1N^KVse>wi0el5O|Xng}oM-s3Vz=oD{a*WXv@s>MKMRy8Oox@{UPN^*=
z4J!BCndrQ-Ub*Vhq?QfDyL%miU=g>#eF5Pdj=^<sck6wN>~%-gn*BXIJU$~j_3PL0
z;4HGM0C*tGXmitucx{7VXPanqHyMJLKtz~=PpqCm$AC}Y-i_BdsrG|DnXZShTWVV}
z)I0<wGU)L$s2T53XycU7;gbp*Hm3s{2&b+(Aty1U{%2+hJiQ1-wr{?(d$osca8;O|
zi3&>JNXJ}3!%o;AzA@arw3QZ9f4bG5bF2IkQXbfS+FqS@x>QiV5i?!Xd>EFP7neQ=
zPwA!CCm-?=(7bg2vv;JkGF4Gh<?bx6Z>TTzQA)+t`IEkbj=IKYZyh^X7c~`eNijXE
z00m_Sx>L;OP)@|23OIcQB0UEv3Kg@xjbri;RVN>G_#OMSAYZp2`!FALiINI_-rb*G
zUEiCTRJ&1<UDVm}GwMf{JF`!QG;vKS+5S>}f#pSItD?LwA5fIySZZ)6_qT@)Ewt{u
zZ&5t($(X&Vu{(5}Us`Q+&#~{zi(8Hs>;Rjr8ttxh0G}^-U{!CNcI_N5T#+Z|m;M;a
zcok+-b<g}+Flv*`m9}UySnjJo#-^}qp8jMPxvIobRer}sM-vxqK_OLH6PIbh4=;Pi
z<!kyZv>D8-rN;ZmxiDtmI)jy#?asNM+`2R5x^?^QgJ0~U8#U@?Ff|B8d8AD(^rXZY
z9*0XrZ-x=-Fkz{gM)95C)$_TWg{_F4lKQyEt(C;fj;PGs{bu@_&>=E8jk=^i2fybh
zXRBT7FUE^HrZP13R$A6))+;{#!ci~~y58Ua=jfREveOGppqVi5tKse*{P<Cd2H*4c
zk$m4jlq=i;PGdDlzI`~yZ2?v<rTJ(lnIF#AF3<XQm7q<2$2~RChRgMjM@P1+tK={1
z&#}P4@aY`cD*WMuDt4pz7f<@_5i^j1F@(N6Wu(F$uK%vKJ={~S!X91%ZjWD{PM-jK
z&hyEt|IGv6YQXLOfhT*L&&A{4KVxrKKMDEX*ll!Gy`y|f;qP^S`ZR@h@_h;RLgI!q
z3phLjkc1l^1ShjrDOR74&PrD);118%r@i41n<ppwzObA9CPB@WmDbCholrwZgkh(h
zU&X%+k=C95ZQ&3r`N7t2Z+7Ehp2s9oAKL_d4<B6nVD(NLebK)Hn!WC?eoR62MINS-
zU7?1;FGIIIhJOrwTsO}%bj#a|WjxDTPz=FIan67o2!Yih0gHwL$=~^bd~bqveDP!5
z3V^&DdOCovlEM6M_T%gR_<3GT^3AgQxgRYJF<Tnwi99_{77`PG5`ns2&YvME;T#1t
zIv!4BAKiF3wAR>n-2xza-jc?8kDj{;b4yKj{wkY+`M>gFyE81%HivDL+u7a;`HWe;
zg=Qj11O^ET(5<!PgU@6yHy=OFU=i0kHuBVN53<SBAgm$whi7d*h&7c3V;{CUL+mK8
zSA=U{Rw9u+<4>CW-A+cjn*LCdG&OoI_GD!M^DN9|YVS)8(9a^Bud;LM;|LSI^ej8D
z*2Mq=-1wqTr$JUaGcz31YJ$qT^Q!7IDh5laGi=G`!ZpdkBUkc*x|-MSrH5$lIG)vR
zv+BW&lGYYF8h&PW38`(xHC6Njy)u8*G!2v#<y2J^)HP%jHMA5zsmW`9HdI|vQ^I;A
z&$Lq%&a{7Q&XfQ((}+Kr(n#cW28#zjJ~l6t+m*&(x~V5^^+<(M%@aGM_N%}{5m(Of
z@Yaalfd>a61X~?<VscWEU<rB@S?|{%6%Z)sE(E0k*=xR@znu-y84SQ6Ca62We#mb?
znXk+5g;1eXV`x?(AeBURhEbgAN2KZG@e5FPQPMb#4Lk}xhFBS&L>VF~8Ysx5gF%Kw
zPRz{(3%rq{NAV&6cM80kw9qLk+mWVrz#iymy*tBIpD)~gEqjNqV!bZL*-8N)y&m1^
z{kgE8?lS2zJ~!M)+dk0I)f;w;Mx?<@v_?5Muf>lDGo@dB=y*X)CvAU$cS6_9jfQ`L
zLk$s}`-Vs3Lb5-MvmvT${@ygrs-1gaS0&`Tm0_Fvib3L~4MHi9ctnwF&zXQxz62&8
zi`2CT?z|(GCt^rQczNHng|tnSIrSWp$D)Xf%gmN|hgK37Hajii9}yMjnxtZxLI*W2
z7I|Uz%BOe#Q2H<N=j*Qv3z2f=Jc=~aGz`4Xank7f#FjA%`rr#b^Woc9*Um-B$@i;;
zQi_YU^JEeZNMegZ>I_-7e?I*YNx-;<Epz4-dXLo9e20xg?cs(lSL^1t@p{44>ZS8!
z@g5@fHGAJhKJ~F-<ypStD#!mehX_vqGWM@PbREM?pK#&dLfgA(db?R(nV8{q&<%qn
zkrN>ik+KOil43@WNKkHkJm9_BF=jJ<1VT(?w8U;NBSd6W5KJm;I#DVTQA#l?k#Jah
zcGriOK<HOX8pxUqR9?aA75-%ADbi6l<2k%i-7A`Y+F*TI-%D%LUz3I9ln#ZPK5$UG
zJ}s?*<Xg^3baXZxf9*e!o!N%D#SU;=T{9xy*uh)hMZ94|cQ$6!M)!WtuP*%FUS8Og
z7=sM<F4f9$b$Wcfd2g?>pnLyvI;<onWvQfAD5A0dm<3@mJo7m34Kj4gvU;cBz4?#n
zU+-oLx;5W+C-q7aNQa2tN~OnJ1{J%8#JUGYR)ojJ<)^3D1O+uz$3%t{<dPuD63~SW
zX(<d#W*PxMF|y2gNi{qZ($WhW8VjF3^-{P7I4LK&t0lPu@#sp5Q?>v?WN3ZSKtu76
zuT9Wha3W4S4#2&8FRFxf8%{-+OqIw57$ue0C@<BzuGDES|I%Fj%@aknnLxGSMBT3l
zBXtfVJqt@mm)4Q(6=3{Xz{A~wi4n|#A<<vnU&YB(&Bx}<1Fw$eBIa(V7}RGS#C<VR
z*|AaCH&NLDZ3TOCN{eg>rfn~Lvp{+@vd?rdPcm^xFcOb?KOHwY`|6!FvTgBwF|&7Z
ze-rbdzz{CE8QoC?-puC>4PdrSi;ku~hX<O`u$iz>19ux6NrLxudAVPze^*okRwFa8
zMdgO5m{vbEJDAzKh#Wb@L}s2DkDMSfE^7R>oSOz+BZF)c&_QDy0?5sUG-&5RdsyoH
zj(Te6h-7CfU#?WXoT-1gR;9i##zRv75i}jqvCl=FUTLi3f-CT9qEW8GXAm8=XdrCg
zx|j6zPo4Q4frgX<5c89`?UM;v@MqmF7r}fv-%Td8uYh0dw<~YgUHDr*ms_dmU+Trc
zT4?5Ig_m5UHjCgncWSkQw!Kgo;oiIBv7>>$y<uRrVr4A1x36q+=;w4-QU5a6*k7T=
zd7hC8x`|PaULEL?IA6cQ;;h!xlyaB4;qsRPo6=IdpJi4#G-y3)04GFFOztz$H$l<c
zo)^m#miD5-84>I^*vtR_k(<LKC*v8p4F4@d%Rogl7YaA=^c?;Wx7ppY+H@_lJ06FB
z1N_fUwhMijx2zfy5u6Q})oHtesqA0`Ac~35QHvlNivXr~DdZ4IWVj!M0C5MAj)o4@
znMDcN3S2{zWki=v1EFwAl!G9xMu=h_aM3mpxZ4dKj3I6iV~s}y0hXVqK+!Tz)QQ8n
zg43l^R2MAlBzIa}i63#uBk5tIpyu|5ZlY3E>=P0x5t9vsn~pE%r%8wvIp+G_ZxSsq
zi%?8v-kV1znn~#>(od)s)YuNP&(!iXn}c78O8bYG8d)51NJNs@B$x&q*+-GwQ?@*l
zw{B91uQgLCO8y8{<{fu0^m3DF#M&D~a~ax6d}DXgw^~3DKkcf$GS!{U?pQ;^^tBSI
z^|-5ek0mPdMqeLhX1=_4o-T2fjAlC&UIck@%Bl7$ueUPN?s#r)Zjn#%urRCsS#YRV
z@8qku^s~R;of_cWAE|Hd=&WyP*;wkD*=rkFXFJB(QMxFPVn~Xt)#4DG1D+BV`}Z>L
zh>sFKi3(bjM-i+6sU@*ERkeD`-fy-Eb={)klzc$;YtfoZqzpm%N)Tf3EmSNtS*0dc
zwlqsSIKRi`-4Nj#Xx*Y|bSfafZt5-NE^7eW;-h{YTH_J;d=4EfnRb&6UaggBi~Aio
zy4PNomUBFpb6mehp)3SG4I9r6InC~lI7U|X@)Rcl>yk{y_J^-gu&hh*(KU<K;slVR
zw;rL3*rTtMqOUY<wjcypMP1F|9W{z{dYeZ`=p$?e!6i8oP<lTMO>p#Rz;cs6#S~hk
z<uWC?P}oeyy)xnD5?{m1XY6L~>!R-L9UL0&9BA)<^_NY?SxhRHAIKU7-lEwJQ;kB$
zKdT1MQ-b}GW3cB?eQ1Qi6K;}eA3GVq2-GsAspZ&2f2V+CHZn*UTql*@28#u87-5Bd
zB|k2RH$0OXBzo?CjY`795zavz{ZCqnd*Y*A_%F2xnTq?vag5@;&l@&=s8Vi*XZmWv
zX%w}J8uS3J1@~JJ)s;We7Kapp50DsY=fa);xMqP%w}7bQ>}>pDj}9cp6_-<v|Ka5k
z+7C6F#)=bFz{BSDnte^V&TIt{#{H?vLRBsTDq+mVb5tsxRW2i5IT5}4U>?T9hGd(Q
z7T|m)fV)IpFu0b4!AA+=#0U`eR%YZw)j-N33r{Oq9WhjYbS$};J;jl<@gf@EJQXZ9
zokPeQh|`%i6)YV?5zyY5(5vrc30sfWL)=-8@<4d$VLU=DShRTlp4Q|Wtp~{+64pEm
zCDu?KVwOYdnH|n)N%yU~cv^Z{+%9PPqBiwzS;aLg*4iA~pyp$&KEX7c3&}E@3&&k@
zPoi%f4IpT6CKP0AFyx<pKHyVaXB4dy@UT_PFcImx5JH)vNExt%&{8tAi9Fqj>mlFc
zi!6|Se<@zL2{?I*i6hY0JIBAtuvq)3!ohKMb#`?DGZtJNmR@GB9{jX|uJv_R&+}O`
zg>EjsQ;}<yoa=%yU&x_g1NR}ap-u2g%i<8-!_}loc>6x@;f-LFwGvTd#MieJR^|WP
zj1%boiGSr4d{A5a$mzbRYJ&M$51vizhPs1)P1327-%f$!VnGY}8r!&K3a8Dpb6R*(
z@Od2gi!A347eZ2NFEFAOP`Q1bAxy8I#4f~mtMpRKNbqrdB;>vyEGZ3Q^(xrtOy$VA
zB+?4QAoW3|Lsf{u<XJ0>5bVo4Q;qPW;tH0f#eXX;V1a6<#a3wfs)b?QEYG=hIN>fR
zH0x{D*No_l)Qs@djEs0Pix1u(`0H~GV`4+UCVvZl9frtV&OKShJt<c6J^C9wJXs|$
zSPHpW`>wtK#d}Ngmaqp|oi5~Wfn=_>guKRQRU-NuwXXy!ke$?>O@d7`LNntvQ@U4N
z+~6uM*)u1mNU-&Q-0MOH?R~2c8L#gJbV7Xv`;hC|!54~Ar%F+ndL+0I;tl+NCltq<
zq#N6qQKuIO$TW;hJhYs=?C%>Gm|JK(t@TwpilQp7YX0V6ag-M7X{y)$1g(XeW1;ZZ
zG-#{KPY!YuB^R(U=n)u}bG(IeGO>%$@UgMHd;5X!Ed!L-N!w1;pxV))U~JOq&mqTH
z2_(M6=w{gH22&ZLAY9qymm+;n+#R068dW$Vr}OQ5MJ|h{uKn3)vbsGPsX$%H(qgs8
z>L?bHFE6FlvOu||{L8Uod4cIgR7y>apr(d{Bg3+R;li|Xt*Q528DVm1plC_qJjPsC
zW23*V?M-RvKYi62Pj~a1qVu@k4Ph)4L0gwvbu$MhS#8~VCn*EJr^LPe;nVZ#waKLR
z4Jkwv*;en!6>khbCN5eHqPO;?`U|yXelKx^U8Q7k?tEGEZMz%FH{Jcuw&A(Z`?YST
zmj-{~KEZ3u_x1<cb%5N*?Wl4X82vXw*67!>83W?bk2NOZepY<4aAqTtHK_duFXP7*
zkwWhPxOQVY<sRDmJCpQ^>UT{C(bUPPx0;8G%^PcR?jNu1gqN#)A4P9syO3@^#R-Xc
zKHl9HrlyXyrhm9OKcBmhxBPA(^mO|;fM(ivlEv?{ORzV$tlD>yE#Q4K%{bmN_3QY%
z@WtuU+}G&c?}ijG_p9>^GR@W1#^<9fGRouSdoU4J{E2_S{n{_$_yF&xOGC%(r-zXX
zSeyUzA3mA3K!djSfpD1dR#)3<%hOGh=Znw7_3o@=fZyGI_%3@J?EbOoqY_le>-OyV
zN$KVUba%ShlF`oZ*XsIoabybx77Jaa%-<b81qRe3He%jmHhTZNh?R%Z#M0`w-QF#P
zj%kiQad2M$JD)%4Q-XP}Z`JL_`MX~CH%;X`D#bSQb3WeBb!g_~OAxe3U!WOMhC<1G
zT>Z9=BD)-wD7-!Q_a3JDR=)E;kIdt*#$+M9+0YG<Fp})<;RZ*wFH@Igc13{SL?L8=
zw+P_K+T0EXy>93nk@0-J)XBYknqw_Ze%HVeop@JCNaD2X%R49PIBa3kf3OeJ4^BA`
z&(EWREk}Gl*Lp`w?<ZD-Ru<eU%pdNS7e|j41Zr&;=Z@`7Sr_}Rd17mVJYs49<gH%c
z@kJKvu7GZ@z)cK%S3>h({<yYE_y_?SbLEkJa3Ik3=b`htg&6WO?rClH0xYJIC4y(A
zaoV#y9&U35-+go-7X%Y@|CM-34Zml*^o+mq$lPCXE%BdSPx-l?rHfYQxK!tDKX#u?
zUi=@4_}J$6f{N~hnrdsyPd{D7yOg3z#pE9uMRI)VsrH41Ryqbvw(gtRSH+8br3Z7B
z0XO&Rip8WeYAG5!X4`b{-hK>|zHjth)SV->CMg=)E0hDM*M$su)a)f}>;;8%MWr;k
ze;92`ip`8mjBN{d?Hu?2S!|vh;E`^S6TT*)q$DE4$D^QtKoHP5S+Fp92npy=kUxA&
z%h8f-rxX?@BqJkdXJ<~M?e7N<4Mj6DMFekc1IOP`y6)Q$6#hFet$O~n4_ef(Ioy6I
zoa20WM7TzaVHje+%n3YTz)Qfn<U!`3>xuGAyg+hz=E#Dzuc1Zc_is@f;hd&OYQGzY
zQ1yf5C6o|+QAnlfY%D<U$<kuDAt-Zc^mh&Fbds^tNpBP`pWc+@Q+p~Q7mP;sD*_nB
zc)3>?F_+Fao|W#re7sW=<4LJs2yqG4w?T)&!RWXS!<Ux|m!g3j9PJ?#%3vPpWEnF$
zyj;Xr2Cum#OyrcYz{qzk==SDXi^S8@<0NP$=IAISs!TxkI@+Q;oCG8mN)72h0de3w
z3X9Mt-aQ0JPIR8ceOD=eTFeXmcL1X%pngK{fmQ`kf?WcVVQJdz8J|CPF<TkN3oFk^
z*6_RezeE-DAHB_-?|o0JkhNnLeRMQE6aO;#tYn{^<=o2vORw-7?0YSC`1qiJp7Cq+
zk&xJGaCEG#4)z@P<<s;D472SN^K+4o>oISU^ho{L^HRK844w=oz<lS3!vEI&k3`Ib
ziYA!hi&zLtJ2eDXELs#C6N>N#6iJCsB6&KA=WP|alvZyQsW)yOABohA(Z7WxNPfgK
zF=cYc9tg`ZHZCxJ4&wMvIHL*yzX=gl?JtpZcBC>zSDg?3mPI8>Yc#TRDs?JL6D|3E
z%?`<0j*bK0+Va)o5gbP4C#%JZ#bh%T>OLa6{iPe)u1n_kwS0qE=kVJebsfQ%WbkI6
z^}H3>j)$j&gB~(ReTPC${tgKVA#!OP+S}7H*2l^){Emg5CYO%&S80LC&-?=`n;la}
z%JuaMDh>`|8X-QmGN<*RNvVNkM#jH|h3~Bk-Cv7}6!4n;m@#K7l2r;CCf*)6qsK78
z*vLPp_BQl#vM7f|{qf9elCKU1`ZnL{TC=Mf8?*BALaVDI(>{zs_b|Zw7_Z>FNd1sZ
zN@SGS&=7@?&=JW%7^DI?5F|pXQV8n4B$g*r|7rnFyeP6CB}HUDFv)#jloeo>Zzz&$
zDje{!>Nozz&T%XDaez`au+}87Ry;68JSRmQxDqbN0S7I0>{<0Vgnxxp=VFHMbqrah
z4OwSIg;$hmJ7iqp6&{I&qcq$tJv;XiuyU^c+V_JMALrRz$YWf|ou4~c#$KCcADE?V
zTGb-E28f;pW3}U;4iMcVKv{TZl{hA1Ij5thr@&Jx7&D*GR8=oOr?@7kdISY05>ycp
zR}c{L;uCQZ5^({ugEGPw9FS2c;=JhXWytNN<gL5ZoqPAKXrqZAg7{wK#eqDSL=Fr>
zF{VSOLe9oT>h;Ial|k2)i`J5j){>8&lZl=ijF=mUSQv@`p}=V&Wh9_=z?p?Ne_@>H
z2OPd9<;5m-RXRVaENQAN8OjQYY6~e#amlDNNh%5`Nbr7^7m?PbHqc~LF{B?5b+7p1
zQxs_t_RS-u;Ztqs=x2;&J^2<t+b0lNu()m)jc%8TAnh9E;2XukECqlY4=iXd!es&2
z>m3xJORu3BKG+y?z?@1h-5G8w*sp4tFRKSU>vZ;QzWlRG*|)0fUtyS-;pmlPU($Qm
zFF7?Uvn*lwS4y)-Om|*KbwWXr;&YYtkbIF`G_zd9U=-~I8anRQ7!^xM4iaVnWDDg6
z1=#$AP!ppfV2F!~0P@V=9POBS8+j&aUBSo+I2RaB;5AArlwM3^kP3tZ%o!U>^&n2=
z3249q1rX0+YnI#Vrt9m*>+2Tl>t;I^mKzr4$l*k6s6Hf3W3uvF1=KFe`22+l^}qM(
z$CFZmqrzgNq6qOZ-V<`)Rs+&kaza`pLL@ZSVhBb&%b$qs>co~5vA|^iykD!65qpW<
z1!2?GSn{bn#5;AtM-u2pI1MsV{Nz0i`akY`hcK=+2?5d-bXp4wp=;oZdDKovxYqpW
zuJmBcF=M*H{=f<G(aGZ?eG2fgXX608<?HfS#yB4}W`ZudtW2@EV84q=iWmXT??y*r
zC%iN0`SH=efnRuD`^egwbzndc53g48V<`@XKH=IbkT+<u4XrXQY_b0myUiufjSNjA
z-6kPp;T#{CoEn@&fgc4+za6+hoEHfM`YPZ5({-#-<A+mD6HfglNWcwAkxPlQsg2XA
zEnC17zWQ-b%8yFg5SH#8rgJB~fbv#A$_UxG%+SJG%i3Pg-d4xf(clEoqIbU{K6roZ
zanSOH*Gtgh(s|)<xB2fX3N?h9qN%f4r_*1D_GuySQ7{ilz!a&;B)D+{0S?}eLqqX=
zhp-D-NQTUOgRDgU<e&^<tY@bF&CFR&7KsTBJdy}fvJINe_8MD0%NE=e^62)li*{Zl
z`B%yNW|;D@=&3|bXyjr!rYZ|_>hSVwsrx2tHLW5~(3QGh^_ISR!Qoa9OF;<2m(PS-
zU$#tkE#WrA7#PA^SOxjPG9=z2fmFrRD>HIj>u8W5Qtc=BI9^0(4mE-4^tx~mV2iat
zzW)6W51;kbiLCx_7;aZ!QHY@h;m*Usn=Pc*;q4!~*zHsN%2mZH`SS<oF_DVW5_GZ|
zf8o+}@q<(de3dX3m4kU-!>PD&s$!^qM@WwIAe-QY=lEf0<m5~LMykA~zrf)bj_npo
zco9H?w+l|mHuGS6nYJ9&zosqRB{%%^&+o-_d5`WO61w&h*nz{*3Bt+}wVyVmmtp3}
zfKkPM=`JJXU&#)DKYJ<1?g#H#P(f8cte;9f!z;P;$m@}(gitv%I;>|gmemSkl>)vz
zy1rb|!vNV}FfwdEX=zsw8qR^?m3F+&5$be{?}?er?}~jwpK9bvBsM2rvK-k=+OYMV
zr76ID;88a_fBXT~%;k}t8yn|RG!Qx*<I1J^Ets?kvLC3;y>9Pd#k1%JtZT7cZnN?l
zYIzO$!wf_TzUZ%3kUiflAA#{Z4<pVPQTf+Gy56WJ5q+C<!s514vdH|_cGIUlo9dF=
zW`at-P;F$?YRlux?~(W1H~N>dsdB5yt&C{xt_(C20P3LIR}6H$T|8zxqz=O1Y57eD
zZR4ik#Cr@BcXqi|OwaA!-4po;?*4Ps8^fw}ce@?^i64DS`hhWF*X$0dj{XiJqeQeo
zIf%u(>1AmjRjJ4mEa0ph3Nn?Oh|ruY%)Ss;^>CCkz9k&%uNMAp>d!&acZb$akp`}&
z0-nAjqBB|$VcG({U&evid|TI|E^+2R-zmKMG5^ET6qS>Tb0RpLpWEdv8om(t2bE5+
z4S_H|H~yCY?%KxI&i4A|?k2EqK0CiSJH2qZICDC8sc>~Icd6iXE$1lbo~q!+n<oLk
ziCL@pG&Cf~-rYgh+r`u~M*VI$pM@=lnl|qjm30Y|ZEm4i;SWqztAp`mLQUN5uiNIt
zrltfYd4$Hf#Fmzco11FH#JtK0oSLe&f2Z8I`7S-nF)y4VPF<od-6JoZ5s7G~r+_~M
zqhkXLvjYob^KaY#iY(0vvvtFq6}l6*x;uxfCx6VV54jvfV`!$NmKGN2>1($ZHM^Nx
zJDWOpoOd?gKmI^~s<Dp%`kvxpJ-zH~z4Xc)GZo++@SEtI>qMCdMaK<AH<m)DmO6u@
zaEf?;G2maPkQZO74ASRpFb}P_4EJF{zZs0aW>)~0X}wuaXmPSP?wuKYT#ns7I<WDr
zEtzXGJz6`CMO&<mb36VpS#_Z0IJAD8#Q`0!Y_MERpSi*k)X;D!W1d%2ZEmRblGnFZ
zHQhc||9g~xVd}4c64uyy_1^!W_@=D%P+N7Pp{TmF!pYNrC2s$ab=#UO>gy~4UCD5?
z{cxm%7O8q0U1b0x!z;BWx=Lz34|#Ws-LUgu*5a{4$5xm6-JP>1PbJD`n8#(uoQll5
zv$eys2g|tNk<Nza)-HSBdtS$tmSztLX9s&96JtFij|ln7RP~at&h@bl<qa0~H3ms7
z6ClsxOVQM3hSkbYWB1o*w&$v~NvzB2noF%kE+=7OaQotLPkVud8RStsV$?>Xw3jS=
z+W65dFW!LbzsVSX{=~I4@M2E^)!J-BffqZ!!+%okWTQ0tfk5t^Ef(6wb7tqa@$Yuq
zGDjYN?A==fgO>Z9`zy~nhXB{z>u_IBs7U?IQ`ZAj$ouwge)GTSb(_!#hyCU0_-|XA
zx5VVb>`TB6X*rsLqtp5N>dETU!_$M|O6$Yj$l@5gA<XCbyy@LooB!qI;sZ`=ljqIU
z@}klC=~PxRbh-6@6PPs}4W8HUe^8di!Ww<frv74lFAE%nrHkGpx^2Hfz@bx&@o)9J
zzWBin1(d@7It$}><6s|Lw=z`oPd;I`3G-gw_ro>wk=Svrf(<ZFV6rpC>(83us0QSu
ze(yodm@OiHrz2n1`99*b2=ks_-|j7LhU4Oj1<?fNf4Il4kErTHjJmyk9Ka#|1oJ!_
z_T03D8i1%XB2M0o`r|ZtUUlNkwuhNKUSJha21eHhoHZ5iwq=p{@&(*q-QkaoQTV&q
zTn?PA_l2WT;+*)p<?Nn`?sh$q-#jcFA1=EV``*Ns>CXyy7}z^zTP->_xcB{-c^e{8
z&8u%^FR)s>`6f&>({|N6x7fV-m%E?i;_b?HbPGB0g8)0i1pt@|cYSDt|KMN6d6Zba
zMGT}w{S$|+59RW^m;;7S>67mw_iKj}O~0fa$;n!I1wJ@Ct@glMO#QQdHGO&NpP0$Y
zZ>poTTM#NY_df~yn^l}z2U=0qoL5t?C0Em5QB$qRuPth5^|^_<pLx$Lz*q8bxz^ff
z_qt<Q5veKT`e<pP)_LT*ccC}YT*`WYQN?(oH9H_~=DJrPtcc5I5@f>#vH_}vP%B12
zdk(szGA+nAviNOc{pvKh>}$)HjOft#I)CK^UC9DRJHP(Ut^N>{b(IP@oH`qOl;~c1
z-zCbV8B~I)peE_VM5@E&Bh7^U$p^R_prea;qj1vGqti)sL;GbgqN0QDkOXnKy3CC%
zbGz=)oO}cQaNMS?qJU>wI)RUB1Og;*>^;FUgD*4YMK0<q&?BXcHM`6fQpyX60pumz
zVH<k++-dL!93c9~ZchL)g1GgQVmxZ13OBA*8v0tQVwapelK-bAOgEa$!&fvx0<S7-
zQ3YDDd2v?&Ga=HXDJ>VZ?s!mIk4o;uv%&vJI?JFa+cpf-i-If&5(?~60)l`d(k$I6
z-Q6H5NVBwngrszXba!`mmvonOEX()2^ZjCfzznmqv(J6r*LfWWDhpnzTAmu#V&l8#
zp}(?>5X(^){{Cd=uHzN$hp4L{Y%dgG*N3msP={dA8ja%lM1?EUY_fkJ*lE3+mWvP%
zwTJ$~YH*3nLrwt@DeZER)duWs)QNHF-%dQurXxj^I?`Vmuc6YC(a~YT`k6`S$IPdD
z^1M^3^gh=_Tx;*He-_L<)hD_bYko#gBQCwiwLARxBq(L|yUf?5<fr`yJAUj70i@3<
z#jS!s8~Xtxd+9{A)lkaKDnv)JhgPnKS*#~Ow2N76h*_+U_8Ij@DJUudoHi(69l!dr
zGcmwoKM?!U531!ZDuf^6i9rnx>4XV_p;2IyiYbC!eE#TEII-1#EN1NP1hI3!jC^q&
z&UkG9PpM%(C=lSi|Ij3Yku>FS0eBS>8MEk6=Fe2A@e_B63sa(tET+~$1=WU4K*RX^
z{*<!vl+sjt5#+U!k_6WKTSmB>z?<m!)cAIJsQvhOxqm+ZdES5|Hq2|f)pLEnbGyxC
zQqz)^)l?Ig5L?huSXx+~9-9!D9HL=lV59j+%}QzYNy;>gSUopKHQ#JHCwDF{9~Dh0
z;WyeDa2=r-Po$ngs*F$an}nhjL&iIL<1lV-=cTP(*e!^k-<*Sk7gG#}G293LrTCe@
zZwA~qgDM0A=KFwZfYP}`O-*b>t+rt_`x4u`JSM(8A=)`A&M~7M94aUf!ut*t0bMU<
z-p``mE_}OL%5wPU$4C8J-wR;%ur0z7B~OqdSI|~WF{<_p8(<Raa#rd5rb;d7{tn1X
zN?Zs7fNKKClE2f80M=y8x9zY!mXCe6Ae={M>u#7}5DvL_|2K?XP&g3CIu`i)20R%z
zAj6eMa=t#2HJ`O?OcQMk%f~wn;0@j>KfYFHy40tMheWt%#21z&{mQRw4r>ng56>yd
zsgJ8KXehuY=O~8=`nLZ;f#9N}dV8UI^9u>+QVCEH2-qqKy#F9zE6cNiXx#7>#703g
z^ku+irU}Z)_(8OQgO(4?0h9m*El12q_{Ni<IFxM(#K?-tXeY)9p_S67dj_L>25j^(
zljTsq%6dmp$U<03MUqPgDJn_KC~6keH;vBJ3XK+T{Gpcj+oiT)^d-&;InD~7OpEC(
zR^Vq+gn_k+k-3WW21GXh0=QZdJohQMsVu#zEkQ?i^p!65QT}HdC^&OqxTs~lu4FnZ
zANW=^=u#o+`ceDHpmKbaVYQcSP?~jGhyK4Ju;PlG{*07*kG%H67m*23RXqhMab<aF
zF)bZEVHI&%j5W{)0z-m!V4E2l&J9ys0}cO2aHkTL2*IY3MN1)XpA-_7#hu4ueAW$<
z^ry|u!--$Z!;d0Cuk%IuFCqFWw2K=kC$?*$;bVtl5M298X$WGw0GpxSpDDeGyJ2T&
zPwjy60DJ~!4qtAE`6}Q<M}!G(Wl=dQp<f7Y^>&Mh4ateEWo51BWC6@s<qCoVjsI5a
z3le`9BraHJ+>&wSa$!yf(2cyB;m4JwIZjo6L<`F@wkCdCHY)k|S4>M0w62A=ESoDo
z+rm=f14DilZC$>nroQRApzVG~(BMQ|P2cS2l*RIww;(9FuT!Fk_H2Z$9y(LXYWewA
zWAA3sn~0J^-p0!7{^!0BD?Cm$AeZu}=%em{L4`6PrZCXZb5Ll)70DLhm20AHVy9{0
zFr63;#HsD+wF$@8CnTTW+g0A(*V{f&*)dQzu~s#(j5jw+F}A9o)_?><K2j}V$_rQ&
znXWCcK-V$H@u2T>aOLP|Ux?9u>%rv+{KOIHoCtqats3n-UFkeic{QD|XU)tp-v42G
zm}7E~vlkzmz2zm2zavw&^qUwfUZ4kz0=ICk)!H^|nw|1aP3UsB1HA-<7LEM#E!@*i
z>h-QN0jHFL(5%NLV>BKkA$Y1oy&un}KktSJ&r9K@XoI(;%8KS_4CU+}GS~^|n)hTc
zk0rZpAR8@O8~iSP4X5EwcA?*vh&LM<2TgVBHwW<_8c~uRAz{Mc7;=&>T+pLfZR3CS
z-n>^<Ig}asXsw(P(qGgnvkZ_KFN_0k-MYEBziVi8xWzq-a-zOu6HZ_#ycN`DYPe?~
zfUU`t@2IKV2_w+A7-;Lh{7Pb?4{kSBdJH!cXWkQ@X3>g3J$Sm>_YCMNW2T?NV;96W
z$qUiDuhPGXktwI?0h479?uPO07UHZq2!vt{B++N|6tcx4-+Bg3fA|Ex2Kc)c(!l|2
zK~fzrQ+(P{e@G!w#T(bLF&yu6C58qN=xMj4`B3~&-)*(T*>rh_HyOhSiQC}6uKIEx
z-eij1F-tOcGe1N(#4Br^ekg=k`v}T0NGkgsH<X@2e&i0s75m(R`cLoECv%?AO*9{;
z0)NAX2dM;ji*CtfB#*k&TV(1rF&1ybvpmi>W3}DYl&<>@O7s`c`L<WX7Z0BjB9%uk
z?7Z_cu36R~<+Gos*FHz)MT580YRXv4#*@Pkuc?IxJ(v&qm(_g+SL8o>wsZ1YKR-hU
zs^jgqATHx4k-G8N!>~39?;#?J{khMyqxBgY&HqSh0+FU9*mlU&hk^kTqj%P#6#~#y
zb3Vz3#U>ma^s};zpD|+h_u<fWnH?~#z#Y>qXflRtQ)?44ppKXWL#(Uwfi3T0cK_&P
zC3gjD$&?P5poQq_;`ECz8w@~VV+gqe{^E~_akux-)W2^`F?XP5(-*xIN=ftfG}yo%
z&l&nlE|@`3ML&0ZU>X}E7PYfg1>Dz9aN*q#=J6w}_wXpzNI`U6t$s3a@54tR+|tu?
zg2AkiGcXz=5uJ_|2IGXV(zAkj6Wg7f*l5Ni)ZFpRs6mAAnBVOqvTMe4&z(MoT$J}?
zmotUhTMu9-7Yxqt6>`0{s{g%TpS<6gykGy?dclh6H-prH^s_(DotVxl7|)#;p4nT4
z{Cm?Mnq1VsU{T0*VBL^RcDtB_$-5L#zYyrg6X3xU<iP{H2(0JDXjlL>@dmi_NZdBk
z2cRMF(^6v<qoTFansVGV^>iK9&nI85LDW=Z%NUq!fwm2Uj#?da9Wk=;Q`JY_mXGW;
z)HJ!&UIaOP?`1SKYAu8;9fhS{zQ$GkMXE{;Q6qh$fq&e@Jju@5$<I0b9z=8y|7Ite
zWc@c}TN(dQJq2GSja)B=c&grc{XXl`R<)riA;Gz{WVOli4tZRJ<y!j2YQed{_Rym5
znnrg-0>yjJf@i+g_G$D*s<v89af!8-Qp2B86Jy(fyvE7*FSeJ|)lRjPms&HuPvd)$
zwoLbRv!{Q*%+*yintO@OB~8}83T%4g=sIm;TOzxplGL1O($Sa|@GbD!Vc5$#64rT*
zN_%C^^Z3x%;~BE1_}y#UKRlDICy4ga<i2~#REV47zy2y2`m~62Pse}L*%$dIsoV~S
z-4p-(K@qO5FHS7JYFD{fo8E<{Tvi4~%XBSIA&Loge`X(Fb(T~MzyFkdjQdh|WD-4P
z?Ys4tY_;vTc8uDUMXd!+ax<+XKmFyb0r~Uzs`K;h>Agn2=F|J=%%*%`i0E_Q(;YZB
z$I{mJ?ZxsN!PBpL9!`&gLre*PhREIfZlg+uBrU?9Mc_?vq`ICCfEAs*GEXRlr|Gv|
z8*SVdS#$nfuD`mTO}(i*_4c?y27BDJd7Q0nW=o`}@gdh2rXc!!4|lIL_?r>iBSk=V
z3)&ycm@D({yu3)BgNclW)!F@LkiMK+a)q^eKXeVvLDE|gXIl%Lk!jvePe@nSQ_n`H
zi@qg*59)Teo1Ea?D1h9o2}?(%M_F4xpU;;uPVeoQUmw095z23CL*c<JK;Hu;rory^
zmwzZ2)3?H$jyCtRA@UL4PDkTSG$M8qAbs>}d;7m(=q+QQ8vzK)74+(+8Rf;1*N5>3
zqw>=pXmR;d&v^TgKRRnLNS}h|%*q7YlE@i<|Eyz9B1j*?e~C37LYRFDj2wLq_BhQW
zygaS}%^Bg}RNlLlJLSKqt`7e$CFc3(73Q_)&7stSYa|Z)!*wJIExbM(R}0y!@(^zq
z$E}5m%>3*}1-xqkvLpA!zsT=COWCcnpcapltLo+BRj(%Nxsg&`P99gi(`C1k>^o_R
z3sH%S?TDR!5j$bWBP5H-tS%>w%Tw;TWt)Soqf8G?^w&4Cm!~a!;~sz7T*;?;;H_c)
z55AtHz|IaI-*;0Yx(^KwHkY$Mx?B~2J6&>vMBusr<(1QBKfXz~FFBd7Y|6=3*u;dR
z^VsM_>QZnm;G}E*dfFIA!E|^ttq#Z!{_5#9w`Aq~sVr{D%gW8HwcS2HxhlG`UHP8j
zwq!4JVexPxV%vlQ-?Lq;_82*TF=NWnpxJ=4`AZm$norm3h}q@^$5kwC9Nn!-&aH|m
z20lPo&nsdvEqHI9Rc2zCWoDeYZBTT&VY9JsxWBuLPkum5a7-A3pBP0>979U<a{Ktz
zn#I0B#-B1MBWrulnB<tOSf8j^pJY#`{MxoT@vGhV_*W`lh}G4i71gjXgmv`vzW?%B
zGxFOaS$k^l6*WP<_{wATmioJZBKw3eE6#h|Qxnu+YaVwqYJT?j{G>8$!hb;=p~7Sa
zl+CVeJE%MR&&KKf0tj|uPE9>6V9j{;*2)ZJRB)!t9KkG&e!5{%G0eQi;c1oPPbxZ>
zqTXiWmfn;v$fVfizH!P_v4Q7qp>1N(nfne(mJZQ>DhQrYA*s?>C|%-f-`<OBSsk2D
zPG<S}Egvo0$QB#C5>*(&up$5Mls)??Hj~^{rANGs8joxja;69;|2=$jlKhV+jpEUp
z@m>4Rd}y`rb^DVT5>=jnuJRtoOi}hcw;Th<`)xJ_c>ok(VXO2p%v5t9n);Zm>-WKA
zaR_$9<#)9uBecx_&iG9H+IM)cD<VLczDjS~)A8#0htyjCte<(qG1R8RhD3Tewt9T)
zb+jVp#(!1C%u&S**NpFHmg!^mmrCl#_|=KQ6+jzJ0AxB`qeRhXm(&>UhJa9d5966L
z;uE0P{r8Iz8^AJJVRT4Iq%gWugDQQY<sZgT&^|DVzgD9~`z$u3*>9AWZ<v>DnDlPA
z9lrG>_}M3eHWT1eu$$+df%VUQ+U-LuBk(nL!tO>O3>;OOXXqOci%c4<O+Y^lfBnTM
z`W9472GOf!cCH4%*+LmY2y}o{N?si$5)cs<4Nt~w)YR+<j*LuK7ZerL5Z4h_m6unL
zoB5(Y*E6~NcYtbeiJhB^f&JY_*oRCm#y_6_HVUV!lcq0|s;d_-r?n&lqFW1iYz<AN
zjqb7nCIc(PeoPGEKj8;mfWru$*2qom-k5wn$j!$=_#dYrx;|ZisMrY%*HD>zqVD{E
z=G2!|2T(loj&h7ma8!wMREfnvy<>X@45dJ1zwZ2Nsr?|%ap=yfXwk7kLOlP?{FI(g
zDB;bhKAQr_hy1Fz-iqkE!4~K>r07=~B3E2ACdeoYKw4`?`ea}jWn~#<Xq#wj-aNfZ
zJJ*5X4>7v{?*PL<cB%A1nBX}MdpAs!%qno-663G{^=U0TZ!42_mznhi0{F)ga}z@v
z3d(<!M^ymhMnQq7br7nzE~)^9ke;offGvT*dnG+`czZb19>XsM4_yQ*3vf{~e&<9r
z<U|G1e)KE<^|F^4y0Znz;U^Mezzm|-)C&dltp1*{Ii7Jjh*;XkIJ)Qy|4@_iLY0Cf
z*~CVhfIQFGc;RBa4G8f;5z9vv1&&!+&Y8iFQ<_Gl01=iu-rY^@9+1r0SO)+@lb>z<
zFpc#)RzRDbH@j5ZyHq;3R65y5xdsAQOZ`JGzniYUs1M1SU#Lh-nRsks)&@Cz#)^)2
zr!rea_9p2C9hABkM(_-N){-VZcrO0Vu`%@H>&jn)UyK|#s3(CEvZO3&!v_F{0vq&%
z)3@R85O)63&w!ypsL-Cq43SXoH{OXRRK5{W?eC$A#JIFdxNyPbE_`fJU7(Vnffccj
zKp%L5f17-Qzqkcqv9NV^--1S^kZ@ufNI$hbH4=`c1Ld+PSg`n`xnH0``bSgaS+S0&
z3xS#*ruPSaDL0Q7x<2fO-_;|J*2>QVx`TQc538zbw^>$dnDc8G>RRl9{2l7Z6Xw(;
za{-)3${5KC%Sbih!w~smYYgN6#$gy}&nob-gWECB(3!cb9A@^fnB<E!y=_$apLtsp
zlj-X5hpq(=t~Z`%CQWt}Zotp8kiYyM1MeQrojej)_D2V86l4}sQ>J6_+qmC3+FG0q
zqO@VzDX{r4xH>Y_R<V?S9AoDk`0zo;C@0-CBj!(j+@GS~nI#c9fos9ea&gWtOl76_
z*RBQMLMAzgP`^v6tE21&J9FH9!XM6l70ccZMWezmBt^@t6@_s6jSqJbU@NZ}IX!-n
z>2f@j!pQ0vaLg?lc@1u=fhu?a#d99pYu5$hty!Xt3Gy8dbT|~K5d>I7;#fuEe2oNm
zV6bOoMBEDIU?>Vo`1wenF&>LCwSyffn~YXmdmE2K9F~ZW8@UJFL;|J`6d$&QYG=IT
z>GaI*N`WX9WtHDFu0@YG43XvVe=+U(Ew=r!S6&E>+yJ-dmLuT%wp)WJ_k4q<hGwD$
z8QjO0v!@Ku&e&pekcfN-3-OwU%x(?C5M9i~Mz5dF0_W}Av42X)wXu(;A9)C$p&OBU
z>rUZ^JYhev1-c~miXjG&;I?2NsL~6ryR+ncHUo?|>>sNvz1(y7=dMx--aO?+KIz|q
zBrWgLvnb5$?jT4*wbRMVCU<xE|MSep)xDcBA{aW5W=IqkQ%vzjVFsh%Shbo3cBjvO
z9<5LV^)%Q;*9prJBu~IMq!U=7p;dn>huw?fQWDt(Ls<UwxX{BncSG8iq|Va-opa7j
zc<L4;&#`}M$LFWd?HB*m<|cUD0XtrbEVJU`@e}?N8zwvhXgcEdU~b4Dx`son@BPm}
zNa-DjuM4!MOs>wieFT!h`Li3wCVvjL7$)jL^Ml7@0!9b}-;V%3d(VKBD4r6}$Y2-^
z?H<@$_^mOovB1sE<yPNtclSLI<4&wR8VqPj(GV$!<|EH#n`Ry6W^!3R8{Fk$XPx0{
z6xbOX;q5{Qbqemw=3z&_qroh``_K)S`$9c6ETqd@s?qq&Q8l&~j%+uT<E|eS>n5W(
z)uK?I3#&_OfC}M`8)k!*pOXgh8eg*nEmE4@3(WQ+ug!$yiK$p-4Zqf|Q(mvr;&&1p
zL5<M)hy(6(dxPF%-UNk<#WiSNiQNs!wBKc#yvmC+?Z3{<gqE?`Szb*R4<1#A4#!qj
zZ&gmyD!LtXo)eAxo%a-cC}-wwWoE3kF?4qDv=FNH(F;)513bAW4eKXv>y&o{X_!g^
zVim~TA40FB3_1QpJ)<`Kwwm>m?zh~`oyTjLrdhQcTfj-x>R#@)(y{U;_{IhcX_(`+
zWFbLlQUC35?PR1y&U%US^NE&jRZE2tVLP~nF8NTVj-_nAqR?z?vGGLi=cAl;5D;2c
zE8Hy}2H}7h_l;HKoLY4m!`DA!cBPt?Egy}o-45c<dy<EUZ86s}-<34HHCFd>kujFv
zP3rVYW(s!YNLy{X8<bpXnR;Ypfw=h`9zAFqpW3DRI6W?h{a}w|O=<MF-@D2V?!EVr
z&~m-8SsY(hY%67eB#B%YqbWa9kTfQX@$N~??*(XC!8cN5i9MEf#N6j{M9WwuZA%A$
zd^FScttV6WO+<|y@4}3yncYwza+Imdi!%~$g_rx@0{5j}ikH*X24`KVXT8(r!$Vzb
zo9n~oiuT`?hP#oG!_!iIH>YnKS8+0|^u79et+yMKJqZacEv<b2%r*`Vht&0T8_y5U
zUnROZZ67RI&;8YJ`!_O@{CBnSYJK$h^kf<N{dDx^<`j8$wz}H~_V&C#+cl5$@kVYX
zkVwMXzMm830kE9MyPhh2J%Oj~nJ}Lg@4K?OGUV0H6>FLPBjR8tl2y;s{r++@yDti{
z0Z1btr^|@-*&2wQJi^l$k$*_y)BOC7xqTN{XRAWt^TcRGA@#qYZ{u~{=$iirHjgyq
zxnDn;I2|Q_Jh_Yp=i{MYpB?{*wu^wc`<U#F?5#1Kxse{AAFXTp+{8TUMn3RFxeFa<
z(6>-XdZjAdH>MpOiZA}X$niOyLaycmAqDFpjRNJE#?s>Nh5ti3_@)h|Eo1_{%<w@1
z+=|(~(cS+L6Wqq_g|R<8VK+wk=yEg<vQOvoK|4Oc{ME`2cKZ|o>=a&J?RT*%MDW2r
zAP{?S^X!Lo%H;=>3_?JF@UTRAN<)Qz1NWO>a&)yDN==Jj;(y;ykmYexbE2!><Ra&M
z+_>D})a<moeG*^fb<BC+WQTjXOnTJfopE{(_nHg7)~8tX!JO(=giUt9nbr_&e!Q^o
zWghR_(E*y9F>>_V^?|?`@EB#2>%mz`cGsLZ77N9mzbBcw`=SChGSe-`ZE3vr=L2Wy
zzUI{YtVUB)t)qnLe*9!-iK*BUlT5PpyCt<xm&N*1ZC)3d@u_`{ixD@@DM!aV%QNm7
zrV=-^FXVpKL`~#<GIkKR5lv}x4N1;U_}Ng?+F0A1*o>X<3nMc06YLDk^X?^9(#N-r
z&xyqgKbs}t%{H>&iBp#Dw64|)p~@Q?Qcg?&X060}wog2>Foy1tk)g$5X>B=WEuGMW
zumm{#cj%A6(BE-M$-zPzvC3NFib6^%s&dkDa?)aAUo@q3gebS$@JTkskYF9zW%BS8
z8(ebcOTg0knZYV^I5*!kup$-LIZECyj<UO5xUXH-#2^o|j8alPpppa?(JpGzPJk^c
zFg)5Bv{=8lSMjL~SM<!t_nM{L*f(4f11tQ$$3KZLzCj6aaOylNeoifn^)B?f7YiwW
z?Ev?VqNaWS`6G=058YcnMry9fv8lO%(TU}LS#@OzF(D~wSsmZtgw#O)-;_Qd+8H#9
zAJG;kLiS*LV!<8a4C}q=zyk+$GW@%7Z{L$Ca^1S~=xLmX9W7sz!-5={LVTP71>N}E
z0;~HDgrisghTw-jdzIdnRa36#bu-v`oSB~c>d3#vcSQ>0N9G4b37!=l7>nY0`h)tm
z|87f|6sz7TRlWOC#V}dUFkZ=kuSv8Qy|phm?C2|E@T)@u+fqxMQA=D(OZ=G@mIInU
zDV$Oii)t^xA_NVCb{Pk4(r}IJgCs!t7yU}h^OfgUeTG7MTECdWkdy-Oo@GGa_DC9Z
z1vZGRSzzGszrdl`fZ(Hj_+5v#)1m$&w#83aV2z!<0u;*F4TyKx*MbL*39-YSEM8xu
z?3d&{+k~uz60)7cpF1{X<Ek0N<M?wvlXV8BP|sMg+hO)-XsB6q_Af0P_V()?kZ|;W
zU<6vTUltm5<;E|o^K+~NtJxs;uWH2b(TEQMdSSx;RarC%s83O{8<0X&xFmY+bk6%y
zDVb7fUBwD6f&*T<b{MTFYuL~JpU;QzaHPSP+FP5y*AB=n%?SahOm5L(PN7v%h5;2_
z;JLm55<tHhKp9LJuv<aG;!$^K>^_16!0{MvgM?bL(f}gB2*=5YD0X3?K`Eu@j(S{-
zB8xb~cS2%|a<ABZ#sMCC>!LL6t&jqTqynaTdFe+6QIcQ?uz06JgW^37+6BG5!#4)d
zmw?E;9|0_^5GNhb`rr8ndKcyzCdC=%{UkU8bECkbZb9r@Piq*zS)=Tqf^9%mvTG2V
zaOL8k#G0?)YVP^piTM52E3S~wfvY8!x<}P&`R0X2CS?KSI>*WD$(OS)0ht0Jycpsq
zE^Pn#R%#TC=IM^`<Uwm*Y=>e0vkE(-MheA}gaf)pzW~9tA8g%sFS_r3(qe?uVHoV)
z5Mc;o1LSukj^+pEr@(-)=A0tG*f%Dvg1{vy9$<)E%cVUo!PxQ-kE{$YtE^71tZoZc
z@eL*7f~^5tSQj8kZ-SB%(){e$0?+{KH1tmFHEkQ4*Z^P}GW-)rNeeJoGEpvkpch~O
z8ro}$*IRY2FMAK0cGH~k(427tBnpd5wUbMwolBI#kkA$zz~4PK@^NW_Z)L){qU9e@
zK*X^2CuMrH$60|Yzt^XEp@7aI>20VW?`>GXT$ByXWueKWWqikk^+PwHI}lS0RTu?<
zs>zCt{@*7IdW@N#f!!8W;9JhHa}PA+u!TuPMY~1CdV0D6<+M#y6j}_(-a9HwQcEk8
zx*A{2cP0uG;}_{*Ap8?OHk?}#J8K06l?W9-2!#Y9dT)T*(KpyN#Pj>fFEI8AEzYLe
z8MylRvE2p;YpPRJ+F|(k2*DSTpG^v~&2sb2O!Ex4b2it^H-2rr{6Z4<Syj<#iXE@&
zo6gpDG6|(-4b&2owyl43HNGi_+ed1slFk-$;W$tRNGL!&d9PpF)_5z(Kj`UTqPp_q
z+mO@_SdhyAjTp_7QV@mDcl4{y3!W-qA1y9_mLtt~m?Y{Nt;$RAOhjY`8w*BW%*d;#
z`cYA7T3@TYjiJp>^Q+y-ue9Rfh|6mJuwSmUZ*6}3(1TDmzGE|JD03|d*3J!6{^M_(
z`O~yD&@$qW(q}A~$(~j2p+$~$QNHz`T<br1mW6qi1v!=s`Grimfcg*r+85(1_&Ew6
z^awTQUHWr05^N0#5k_5QZe1BV5p7Hns7loplqBeNJPtY){!sY0=L6WHm}Kw*r%!gy
z6<YgdRf{VwKZB38SRY;p;3XqcYBB0<z`~krNg}{6#_C%WeZ@f4!$;bFK(+k<x2?#?
zn4LFB%(~<9r4~e`_y@&+Rny<r_B~Yhden8horF5rMY!08x-1ZHH*-%~iqvl=DL(W<
zleJ(&A6cu=I5%_UvG!dW2WA(au@!WypbtY39S9-i4k^t=EwyP49YOUFiNJK3pk$H6
z)St<}0|S2qMn@1(+kd~>d<%BEhh+q*RmOe7c%$(^JCH@Z3CVB|>9y@}VT<nVRKSsu
z94Y+Hw0*jtkK8OJ(7(1yyeac(e?qO5;(4Zzr@tH8<ZYc2xgm~FS3E}>en%b+PVDNc
z-nXIl+d>nP4*o}f2OEyYG$zJ`mtFKJzmK}mN2EPiv8V?(0QUi+Gz@bjiBF81c;%tE
zrZ)TO5cMY|Bq|F=PY8PY?~6%<=`&WdoK@&<o1hoyi659&q!H~vo<IzBQm(gran7GY
zZii^}^IGuCt`(w(N?8+Po)B?g`VA6{)2u)ET)h3^lQ?$=Fv7e+Prj>a?4odp!43qu
zUSzidn@0M3Z$pr%O;2qb0SaEGF-G~Cf2sBHn(b*626oACCR?v}4NNUQ(D1)Kqa7U|
zhT3brCgDR%=T4RNhKK&$&l06jUMZ2f!Kz)l#T&jQzUSJGl2Ysdo`&sB2BYw(t=AX>
zm}ml7by&IM*~7AU6}0*U)h4yxU?M>2o{?!v`=ejdKMb#zfPE6UBfy<vh8heLNhjmj
z23<xG`NxwH;_sXh<o=}LjuG+1Gxv>;h)yFYG&r)c(IHQ1Ue-bL<m(hhWKkoig`0)Z
zbo@NY(VA@#%f+5L!=5R!%}2O=#iCz{(ZD$Hgh27AREE(JTAKDe=H3#z_ZFFqr<Q*p
zCuW43+fi$$NqeX9d#A5Y56Rc92o0<^Eb|Tv^36&z4RYVwWxg{n$+RfT-m%HpHY+}~
zG+Q&a+_E!%X<<jaVM1_XMX_&4a=cA?xJkadn}olXMzj(0nk?}Zq}9ejSkpz?*4xEc
z3YiqTQ4^PYSTr=N8du85s;8<ouMzvVoH-xQQI8pQDL6JXTx{D?YTFWr$pDuqudq6B
zoKhq1mqr6u>qqWVYR1M-RJgkkUpJKZVdpI2*Y6{)SY>caW$}t+etsR6)`+RIP<9Yk
zHXS_)%8HnYYk70{P**~3rRQNk=MI!5?$FP`CEBQPuIXCadfP+zO7cT8=cSGAN^Pd$
z+`&O!Z|M6gI_(3Qy7#PhT1qw6a=H&e+b!Da6c&20Mvtkz(W_vWV*c`P+eo=9k2zJ>
z(s$Ondi6~#cIG3KI|s!(NyVug3-7OFmef$96z8j2bL^Dw&PIb`bl>!XlI<vuJwJWE
zb=)|6NX~C-az!RD?XIqJJs53lbva3VO(#zy-G>~WQra#p)O|zWBAVCGtK_54re%D~
zG|W3N^mbzAQ||;@ZwFiN1Vcv;^U7a>VHPW8<IlvV)hw(lZI*ZI@pAc1$*f0qsa)e;
z+iR=V!S`P&$eMi|w+7}bc7f4BBj5GOVh<QdO+GjG`44phu=)#NjHPh%)yrph$F;81
z3z*t8SttC}BlGdP+bEJD(fdi$LJ5&*WJ4Zwij5zJk*sen4JE9~>3I8?ZX{c)x3)xF
zuJ^_P1E0t54~sXhr9O?W7Z>RBx5r~(J0EZ7-3yvTIOE<)WaR1N<rY!_JL>!8&_!Px
z3e7*nz}Q$C;&y8yKNu{q+I9mJAi;HCJ)7OGrhfhyGkCDSLPSQ*8yOu1%b3G{(ww83
zQ?~MZ94)a+z(0NWIXHWW0j4M6&AbkK{Cl@-dn*<G{b%cEaL#OWL4jt{1CP)17erl@
zl-ITVdzLMKTXwzGalV)jq054KwJBYW-B1p`dX2w0G+10hme-+Q7J#RpxnnQR-C=*m
zB<~R%n*uTuN)hSm4O$AFIMCIj#30|eQp(}%!)xUhKoI}>n!<N^GTq+<l>8KET6p>I
zuc!NyV}kW4V7D9d;}_ZfW8fPY@AQpx!Na~F=nSlIQx}aN;#C3`TEm=}bB9c=tj_Yb
zcziuxaWb|Ws!5A4;%}mFbk#q$ZCUvH?V){jNyN()@1%)++2>)r{aD1m4)4V(->2`J
z<7?k?(18)s*KoWQzK@=Vd;O`K*{-PGT;DF&7d90}(>>kSx3VjYZxkq6y=-ppGvP!2
zUL@DwQsD@a<EF^!Bd%)WA^7_@*R~ofKY!^@9~Cp&6*4U7d@0YZw$K){bh4#OgdMHa
zpR`BV1}|yLpB!V{uAAuJNJ<Q~?v#`qs>AO@I1*vBJ@kQ?K^~3wyo-&RNg4-*mIGmo
zA&yKkXTr~M<uD0!RiBB-X)5!J$<T1{;@FyNql4*{^}&ZwSYNq8T><uKJ?YbJeS3Gn
zT8N~bzCH*fL5NQCN{mj4KnYJ?o|=Z{6%*47divBTXmWM6Z)jyeV`Ft~d~<wWN@G%Z
zVP#HMb3saYR1RrbISL5EiNl(>?#Pzu*=`fA6ZJAN5FSI;jlE%DwqamoWNu<)Y+#gY
zZUp3#{{DbyFk6>wUq3c+9$OS>&~RGI&q#$&Hjsoc3ee23O@4q*Z2Co_$dAi!L+nYg
z%V#k!Kn|4h9E=W5wl7?*FBBE#0@phjKM>Skh<p)Mw288dYKjSq`xBTJ-<p(F2zctk
zi#E-ITTF9<zrL|@N6X0-)r?lO;t_;|tW5&`Lg{)Tbdeav6aN8Djyp{Lze~qVOv*Wm
zCTV(n%!u}`I7R@1*_*hW+qQ77*)bEYaR|F|I61Sl8c86RmSb<b2cpyN+mvh;kqF(V
z&o`@=^%P4jZ6mFZr~D1Ei+!GfOQ(7fwr;D0=i8n35f5jFry7Gv(>8^PD%dvfs%_pm
z+q}Ch9=t4;hVrP1@epImo{NSDW|;oUG{tx>oYc-BW)MZoCW$Wz4PbbYiv0qL?_5t3
zfC9(sR*>nFAZC3}@si+2Ff|V~CnnqgT0TbC9{~@GOKT7P2WF0SewFiE3V?9FdP{&=
zNzrZd9GIAWc&0SG+}}Kp?v}i#zOxR=`v6uZz)tbW05l3wV3leW=<Dx%N}M2*OKABx
zfyNIE7htXiMZyX5MA1l0Dzox84gHdc2?1Oo1RU%OEsILbC`bv2ZEW_-3~Kxt4R5M3
zjS5pPF1y(%Uppdw{#0J@j^ouP<O`~IfxNa#Y7)i{_*J_HeNP;72%~JsAfRBgaA7zD
zw}v(IZ|J5_+uEYZ$?<)2CRbIp+1ehV%as-F!3|VG0-ZL1@Q7azK|zPwyrZ^x`+R^^
z^nJw^NiD-&U=DCrg?E7`<wGY&rN4|0ei?oDh2c0bw7RIU`oZ}Ew1of;;H_3{l3+$r
z1x%vC{FiybU0|!|dn-~zhCCHyBmC3mPXa`gMb^(X5PORl@jWB9H=A_b=fO%2JtMnc
zn+8cZoiX~d>yWc8l7;KM-?eWo+hJ=1tiV)A&+pII@MxESR<nXq_l(-Y^q|VRLcio+
z#W5*FTUX`r_%-<c*?EaD!9^Saeq8VI?cJ%J^br^o18oyBuA&gGpdSvt1&IhkyYEop
zY;pLXV(>pDpx^*q5hxQD!aqBuKBhS!%#RiiwubNrU?9?y|E(gSiwhL=-~Z{qFY3oC
z=*K7+#3+;o`A;kEgt5K&bte)YVZ<lxotb2Ujqn#w`k@v?2JE;2UlXOd-U4Uf&r|36
zvGXxs3{<#&t2HL7H6*Dv{hq5&o^zKKfgUs$TQ}PR)CvRb6I=BiTlEc7?LEtw)30%x
zMrr#dNmh0#HrBBgw)p0`5Yx;zR(TW_#rwtuC#7WvxC5-!vBjT=WL38><4mfzXjOCn
z<Gq=P2GRy%_5=VB5UQR)XfF(V9hlTS^TsD6A|QN8(6s=<o*Fpw=MsGJ>m@LB`n3+S
zB-{TD#0`2VJ{tUqkVL`-pA?4*>q)c&4~<(GMF&n!6@UtFXTUy7#wQ})0R?~ZM#a-Z
zb?Nu(7#iyB8X4>w=o}dx9vSQ&84fw09-nZUm~<l8<I1PO$M(+X#cX9UKnngu*lJiV
zd?#%Xoxdf*=)TH%WjpiDQ|`TS>dMrkKM*Eu&$Hqz_ul}69F~#Q=;Rt+)}sG-vIbJ>
z4x_7;rVoXoScijn9BRPK-Sa&b3}s8u;ro2~`Sks(s4X-M_7J~zK-ED%#|*>U0W(=e
zexhCqjt-Lcg#hzF=xt`BNk*lGk7h^f2BOt(xy4PUDZvETA0!sp2`j1i@P@im4FqDj
zx%hMCT;}|Z#i^RLvPRF$G|k$qxqBWuCCI6(z$B;5uPXCGN|{4dnNC%NPF0s%O!tG>
zi)Uv+D&J@W_zP%`s9q%$>J%30gof&bz7vLinR%tm5j%;GmKjckFDO)CvS0WM9~=1S
zRVV!3BTCwj*Vs$Yd~Jjs;PA7>vLyyn7^+jE-T)Y}k9j_#Rm6o09;G<L&sO}E@KJ=T
z#UG5HTl~aZ_9q&DO*sDg%{cKJ6oiOJijN0hf7$!hI*w5fh2ptV(#Rc)x;)8UTLSsy
zE(*>7?&4<^+5{%byXKnfwrX2uDVruyhWS<VT1*qdG`%YP%aZRE^?S6nCsgHt5zlZ=
zz?Il{jyvvG^$T>|8km{@OGz`4jOq~DjI*~!!4G*7v~mtC#E)+vEuxga^0|F}i)!7~
zt)=#FZ~Nv_`6==oTp-SCH!c<tlOH_(z4<bE!}AN_hgGz2tsnoqmo$|zgok$^W(F^F
zipknwPnfHA5vCm|wT89p=&f60eh>rN705bdt@Zv98)Fm}ReBmL&6%5wo}7u%?lU`_
zJ`5Z7gN)yb)_XpU-GP{6aIi2RyI`JT+tJew*AEBz77uND^2jPY7p${Mq`Lf^&MDCu
zuh?-xn{~<r$so&RVG<QHDk0-t4=|9jYq0Yvad-$DBe~D~yP$TFyzx`N;l_LDA5t|r
ziTI<?TEHuPrxRRDIq6+qZ|C`oz|`t8miqq4t>IwPRjA>+Mz&qP>*dT|1lfacyfOHQ
zC<LwJC3H~T%m>Fd!1Ey!&povN=e08SE~8J+L_On!;N7=s@b?mUCF3A&t=u5iZXy-x
z%wF&g`kV4?<<g;QCb9e3EhR<o`yqB(Bs?hI@TE7(bH9GUmlUr>Wzj``2;n9|F|laS
zIS5}GfTzQqr*TECGAPUdCuJ<Z=nMn3iHEs~vDvzb@#fCf+UEMptz80w4MGtFdSp3D
zJ`~b~0%n47vcpISVe~W*UVbpsdoT{L)#}Ooi8{skizjm^wGIl5lu?F@%rc-+gAUUp
zC+N;Z9MeP$<oA*KF~*;7qnV;BwFF@s4)?R?oN(a4I1=icQW;xX9-kYeZSVawKFU15
z$~-;6*V*%Napm*q64k^Q9b><jLxHPSj*kmKdi>%nb?<kO0tf-Pt(l&Go{jxlQr2Db
zC(lz??BBtpDO0Fp0;~3y^kmH{+8Q1w2UT%L)BDcC%fJ~jDGoBJ8ZxPG8JB@ImN-^l
z2(5_w)LBCr6>wQYpY=yxvH(B@uBXa?jKQ4p#n^)F-~X%~V>n;sa;k1sPm{Qml<qBQ
zaMlCoy3gU&HhjyCn4cya$vVIxKJy=&&4)VpwS%<q5#x1UwsSjiC5MNuC55XMSw`9-
z3)kD*ylN^ZI=WTnULtdOuO8~kC{}Cs`_oD!Tx?(4uG-r#CBa92dL16RtEszuim!do
zx~$x0qu}MebZ$z)gyTLNf3&3HV4yu>@ASBL^2!`gNee7qe=mOO$z6Ayi}dk$xO8<L
zLw!0s+4)UE*ar#!sRLW|aVR(x9XnZ%FY(|kTW!fQQx-Ec_Wqm_il`r-7M#Q29Kukq
z`c6`XNf{sJb@b6+Cv4OIfPI5A!Q@+UF;~6u$e+=?ALyx^;L|2oM0@sBFl9QWo2S|3
zLW6M`puTQ#JbA3afqd1u|9&`_-!upN+jh6<zXap2f82arN<UpeID@D_kWvLtr&sMk
zVRkI3KK$M%Gd)gaEa5FYoYz)IM@3cU`f1!3=fnGet-9?s@8kXQ0w+oDsvh6XSMsS`
zr&E?x51+ebPC~#z=f2)m6ZTgZ@`T;??c%&oyZ&u!o7eUOuR3g{<+_U>F=zL9c{ZvL
zd4jyee`ZMPYUkDLwb?adUH%4ArhD&vwE<Qi^-1G;=-Or%6aXNPTYVR6*8rfH6u2=#
z^$o7;3-0h(e{qH-f!B<6y>`}qsHFH*6zy$tYY(*06i=(*Y4i`Mx)u`iBI-jcqq?q(
zuB(>Ttt*Y_bE&fw8BLNSu1iVl3a*PTS>M=Jj^_iXxmBA^QMo3nb~{$pG8ie355G6J
zT}b)NO?8}@gRTX5=Vd1C|6YiAjY(X$kghyARzGd8!__5#j6~u24P$>h8cq`YkREyB
z^SSbLf$COzY)Z%kc~;zZ%!n-l1-hqDQCI=RWkK7fq0htP<FV^a&B}>&%fga-cHPzM
za{PzIQ{3xi-g(!japVIH`i%tW6e3{%bk^Y!3|{5;Jj2Ud0$vDw^nBRM<n0qbp@g&m
zrz`Uaeo9{CC1SuFfKUo}Tz35Fa*d$uz71Z*@zOPK)KaKE=Bu=Ru%FuL7&*M3EjiL!
z7+(~W_J;oh2QIynj(X}U+-^yp1s^Ya=NJR1Ir?iCioZ+T)#m1N@mB`OagA8@#H18r
z3d+shS8Fz>md5KQW(K7tS?^g(X-A9R^^{RD<&-cKmc6sgVYJT6H!&^VG05CBv)kIV
zBG|GeA=r9Nu|r0(olN>Biu6q)DG3qr#>u*wrDbMGE+Y-i2z~!pX9t!%k4lP7HKJMe
z*9PBU=mwA0^ZQ0=aje4o#=*tc=Lhe;3_jmD|JeD($dlSHMe(yy4^3=TF+xYuGo{#*
z&4TdUrK-xYs=~3N(y^l49>t)yzq7Y}SbS_)dTdzuB_Uxn!9Q@pp8(>QxpH}y=*%yq
z&Fp_>n46dh`h7|I0f+y<t2AquLEUakv_iHE<q#N|M-yyKDaF=sOrpmGGx(hLV0(x7
zRg;8e32*v&b~Uf?9hcaIJ71~3nlYi<7R40nI6?cUFF1-*U`gZp^_`?(7#xp5h=Kr_
zoeO*q3q#p-+y<G_5D{soGuKyfjLf9aV7e-5PiCz|n#M!|8^nr$(J|Zil#9P9zY;^;
z{28RDg(C9a5`+NbBF&rC=9<JdU4GO1&5I=~3}wm##(x)okKy-aCu3!=zFxd?*VjYl
z-cz7WRQPQi+I9Y|d&?30HY7;bKVH|rzf^v#bhJGWE6ZFtSAsd<IYrS&im;c_V$t!M
z@OY`Tc3KI8UvzAP_`ZGy?Ti4`tJ`v~$6^m3Qz(P5H$V_uiwCvRH?Tc01e;o_+1Z&7
zD5v?LYsq7w^)Xklk8c?HlasZ>pnSeqx1dVwVGZx+p3+prK%L5ond$-N`$+Njtizwr
zw=HXdyr-CM>IEdP6U-Kw>lWyW$_7@E4Dre6{g@^E9#@>}BhcT5Lh4bxeHo+M<s^o>
z1p9`%+lK}*GBIGlIW`O@bU;SZ`W*wAwbdfo8}~(xz<Tb!yN8^BV3R)4_u5g4znaTE
zKb(O9Oa%%oM+N;U>iG^BhlzwfmNk@BE|duiC=PbROaig;FmK;_xOH>$iqC6+5=lMw
zEO-kFG=>I#OG&;qMxeKYX@M$QijOZjeuxjs1!xUY+zn)(c9_8cYyS>-ax}yz%0($2
z>$XGeRR@^iBCxS|m*@h70o(h7c}Noo{o^NmrP_6=+I2NUeTnL=82L#t@*_ZNpqa(C
zfk<wN_&s~(EeT*VfYc)?cINMpSK?5cI`G9qxf{miH+(Kg3m_=^25@hI1+B^>S$1Ea
za$t?fG7)zNZ07zWukqj8#tHGo_50UUKp1;|2G(nbG5op(F+Edq>ISa({CzW_WZw8|
z=(j?k-Tz4DH$FhX8O9WT;|d3QAF=A{L{#`#MxH?%o*_Q?Ae;~>jLw(m`u!pE@H>C<
z4M>Uu5&*FMH>`S&$dC<!sB9xtx6xF#(Ns<Sr%n84Oi;YBl@gxKM7@}c4IBRzIjI&t
zqZB%)tZ9&uWK)o4RQ%hlFwQbB<^@3B|A6d}hW%ai?S{>h5-+?aULuR1hhqjP{iYc}
z%Nh*qhE3O_Ke7D~oOah#_gGMITTuDF5bw4S@4i6nu}D;}z1^V2?C?>}l}*paynehF
zx+=}uE6mv`OFu6<^jETLNpM9@VMa<~L5+~EjZH0jN;zsaDo!z)D2{|Mo|qsO|0Vt_
zB76cO6r_-%pd`vLgzX80+V4q)+e?oE3&Byo1)bTVfI%O+*-%DNX7PME0mk10J<WUe
zV@MWN6bVML|AHt~!|yV(TiAdBLte-LieZmWgfFZji9u>eMTsiJA|Qk(kO94&cXOME
zQZRr)IGjxEoa}_0G&G$2=$z4MZ<wLjF)a8gD%B~|)xbxcs@xwSzT_L4QkPc}E?{bW
zr)vn97B!W9HKThOE?j&Z!{-$r6cE=#_la3r^94dgZD$s!zsRt=?wA}64B4>upRkM`
zGqI8uFmlf;x_vi&j|USp!jZHS8nmx4e8mQ)pJjoyHm-Lk1;q$T2wH`IV`Ae-)2aec
z3K2jcH6Agv_bw<S|5L=JqAsALEuaFpAvBlu_3F!L+v?a{?U0ivxtgiJ_ig_$T=ZPu
z*8hwqu=ewR{rGs$%vZFmGpM+OlZ<9P#D_DLn<uUr<WA<kXvy=MG07?nh((`N*ii2>
zsx{;sDv~;lRC9<pbWDy=*MJ3k`#=3G;=i<u-$kkc9SP}uEorh4KgC`GK!+m8g6}Ix
zYW*s4kLdS46-MVE3Vz5t-WV-V6;^<tMyY*`*7nzy-YJ)sx<_$H--x$75eAw<Km~7S
zKIVX{0&PE-aj*@O5hc&VHzY*JD(uQG4E?UA2Nkh~e%5tDI<~{$3(=_!;<d$dn#Z?l
z`#kSrn(?ir%`~pg@<)?WT9tQvs(fh8j<C~}hH?!yO`L(3DU5>7^@W>+sU?%<2O0-d
zTOk%z%Fmj3#7b&r-ezX<Z_VCfnPF`_Rk*G?D4AF;5htCz-Ay4F;NA_F`~?kthCw9D
zAcc$lPI{DkH^oW(S4d)21a~Is+mnD5ufLDTyENsQl}}3M&SvI+DRz-FDy}3mag7Im
zoJt$**j9lDMd}6m7S0q$%H%eRurjSxJ;2x&Iz^z2B;pi1Seic5gRikZdEA1U3GcEo
zx0;EKo9pjYzX^CvgnTWF%BJC)D_1OFch$u3>l72T!YUoxhGg83i$DcBVV*zaugA6^
z0+=P5Ja5r&LDdLB9A=NU>m}*!xTgd5JJ3Aq&~dDr#bClbhdy@J?WPUHf|$@5f5M0V
zsr=lF$K{N5ZcNPjTGL@`D)~sjo#oLQ%@c>&L9XK#l-C0%!TH-k?n+WGn9-)Y!yH^k
zxh66g<9xXT_W1{9dh*=yk@jKK|3@!URJ<oXUL3z7H*_q3c+^+5LqIHwwX0KoW*9@x
zH#<Ks(x=<U-`y2A>#N;5|JD_MSkHb<`OZxT+t>`sd_f<ps!=V+5KLUtlP1o{%y3R(
z!?TE%A>z<*i1t}w5jWwD=9!ptFwdyi@YC@)Bz~x5NWw>%>q)Tp79<EQNE(B&Mg3+p
zGBZO#eewl7uw?zgswOIC>`|7)UkZrwT{Y?Pe`hBA6g4w9TsJb`-S%s8|4QXesYE64
zObJlp3Oysx`#|+o322OayBO-J$ubKsn+VCjMa2`RlJ~==7Ya=m6AIUMssVbzwT;rr
zHb1Ywx(E=L^IN4WTz2T@`y+%VKrZ4(*F0NQ`|ZSYDE(FTmH#U1mK$fut4BsBhgJud
zI(qvidglgu#}?do-49p3);@e*gv@V{Z)_8vG%->eEd6*C_(0VZ6G=JDN2Z5QqM7zu
zIrX<<Lh5o<vRZnKRzm8RxHQEi=RD|%$?EU^6y?5;*?9R90l5?}<oRF5y5AZsM*Hte
z_<fAPGNpVm=(is2|2r6+9q(8Myb|-8Jc@MhO_hiCCCeB)s<zRMjSTjs{IlyJE}|$8
z=JGugNz<c=py`-nZU?WPKT%&k=;=GRHXI3SZ##R;I7?iqXwPt;dA8pMPxMws2TiWu
z|H^FKXg%mW32nZfEZ*s?4r<<NOzBQ44p>YP1=!>7WUZM-{1iY%VZDb#W1Om~Wo3!Q
z@81-?<IzszRZLmXj#`XMo{uK{8%?nkO*oYb`KzA7r4#*GFPUQ|#iycVPg;FnJ^QC!
z=?moX`t+CrD{`}E#;3U%d6O{b<Lz>sT*lJe`r+E5@M*{XP(@<IURTLn%1qbHQ_54t
zY&x_13_Ty+mGWwdd~3hDuZL%R<*h}w?rrUr5-(>D<ZR#vmtvfKGds+!xpdFnZnLX`
zvYk?3IpzLjG`DS~?H+w^bq3Pbh#bn+e){fsldf?3c(L&K<b_<*XQg~>ONe~>J4DZh
zn7fd8!ijjH(0c#S<pJ~gw%g}X=MD7snwI8TTimVyd|+#X%l_fe6of_ZmW}@k*?D(E
z@-{k;zOD5;GI>b(uU^C1v8oR6Gxh#@aoQCC&--k4f;sb_Tn;z>e$~JK2YBXA^^pHo
z;~=NHkNe1)^b`H3yP`L3e9d<^5_M1iZbxD1%Ma=KH&46!>KQ%)4No@`u0G!OyTB04
zr_p0`x9LAd#3GE~&VC<K=j&O2hGQb7(=!nK4}#*6_!__nBZynmND=PMPhA>+gC|zO
zD170U&9J3MN-hjGPtpL=uxn010cXy(J&W(FYB$xnJ5tJ5o4th+FXAE(nC$sW%TV}*
z3O$!m3Q_p84jhcPg*j9OEKB_~`K?R5R`qVOvXQ3dT|+0m>ilanC|sgLxTW5r%*~WG
z9_;f-vjSt6dUS5SaA(wmv#%Iz&lE|TMeRBzP++*V03NXv(gDVXw`1D*1uc$a09po-
zW41bVbX(SY?ewb}zI|)A<)w4yjK`jZli&Z4bA<k7V=r2M^F8b!_LBcp%qbhQD;t;P
z_39b9f8aoFblwi_|4=6x8`0r;di@_hyxwJf<)`I%a#2hfi#%T{--CVi(}}^&&$L>m
z<DVo+R%0`&5h`)G@x+%zCUv_xoVoNfbbYEl>6!n)94bh|`dX{38iG#Nx4c@tOG)n5
z?_Qr*h5a%jr0I-2x%hipv#>Pc=AT+qmAlVF=;dUqs!L~iHPZ<o8<;{4|40JW_0JRW
zb>r%_AJkl{C!OjzS2nCRH}^@`j$7yKro5lt!%>$E>Rsn{j?*F{TzY%&2d$)EPHylC
zd*T~+w0AU1`vx;pb>`NKt4JuXPD^$ziw;f7g2Zv1V{4{o3*JdFl@cVxz5GSAP55f-
z<*Th;y0`r_?|grxO9VtpBqnG_1#A0;g{8-YMf%4i{EP{Xi%E`)2@6E;9_SqH7#<Zj
z3dF{J{p3r7PwTs!D9MFrAH_W>khEbg#)d;<G((7xs3{OZ8{8tOdSWD*=lA+Jx}NZ9
z)f8sgx(1%()mm<%wcr(Af0yI=I^&|#x9SS!v7UxmxrHqBB~V6cx^AZKk<k%hBg|cp
z^c?Q2L>G1>73xWQ05&!Nx>F62^_}I;Y52HloKTCIu-O31X%qO;x2s!BLiC179cP-m
znC}UOoQj*Z=y>kkk$_V>Gx%U3By<H-zxR2KI$V%9kbsLKcbk96TVv$YC}%06>(1h;
z^%7&~@7s(`b0j6=Qskey!a%mn+Qk1@I?JFa-?t63gfzP}NbC|4(jXnXv`VA2bT=y9
z-AI>!gmkBLw{(|ucOxM2e}3=0Gdsh6T9%pJ;lA$cJdeY4W8&49!<dG;!B30BpR`ln
z45q&{QFI~*c^M{|I8gq(r@X5tU*6yY?HUm(cA|flFJv;(gqamTfFQh6io~2Y!jQm}
zHiBS)7RJCG6bg$AM9{~<!k7?1iP{VSBMDDS#Uv$7#q4=U>p&1IiHuGteI$?i=?%m`
zF>HUc>w?>Y1Tr0)xQ5;%2*Gezm(-q3rV#Uw*nE#HoG19?S7}9TNQ`pB$#L}A%*0&$
z+^6FXU5}Oy8rGp?Mqt2zSsjNah$OfRAz33KCXR_ANmPxCol;TfnwqHM=RL2iSzgB)
zbxo7-YNc~N6(Vln=i5U_V7Q7QJwU#@1MUL)pJx$>GauiUcEP94)!l~7zxW)X9ZRkT
z0oJ}hTce|9%m|G&Y>%CO|DOHw#Y}awZ-XGl$FCD?)R*%X2;R{)#rXI>V23}WZ0Y+x
z2Z#jz7s$i#j>+o;mmhpNd3iyt9Zpe~DB`46xB~`0_^#wut`x<ai-v_Kz^20*V=G`s
zQF26A<~y)Hs#}t>jxM^<`;g&f_V(Y1Bgh*uND3ettdZZM_~Q1@rb^GJeHcJTe?zbz
zih9=l8U5=mMk;(hRs0qWMtD|_&WdxBwtvh!vuvBwJoR=-R{v{r`8|p4jKcTdCsyHy
ziCdJwh=BDBqp_l8u%Ul#0;3K62j9a4hC;9Z{MmqTyAPg40}P|etiZbD9RCUQ_rJeQ
zqxTL_FO~v(?&2?LAGbyEpR+2Zbq!0J9{6w@k6(TP%1JRxK+>cnZ>`{GgPaC4LdmqE
z%_=MVUVPK^7Tr1^Uh_%1wrt%J@(lsJvOEE$!aggEwFm<>2d4U`EdGxz!LscJ|9oH5
zQeVT8O!GpzLlyF62pwL2wsRl4EuhyrMAtkxt{q=C%&!@d8k+h~v*y+Mqd4GOcv*g2
zP?JAbpgt4eF()R+bi<sOG3rtUW<LT_5)#7TD{K`?KVPCqw}*hhTrv_(Pz>@0w9*GS
zGl|2JwxFD3$p1`Mkk%n*;GZ;wKOh76$U8XC5OlxCc%&iBN?%_}Ja0oTJsNyH8X|P8
za{EunBI%)@cMNvTjW^8=w;5~B2vhGkNip<f2sls;ksdlid!&*4`myQI>Hj%E1l>~I
zdKv?_g6N$zSQahz+*7nqYF)6FYqtZV^}ANQQad}~fy7X;kKXhx2lLrYp^^$J>m6{%
zUa9L>GT;K*%aBXA{k1csa}oi7R~`~4!s*ta83Xis=s(Gezmd^<!3j>rs%9sJ-LBIj
z@Ei9({I`p0C6kMSDuhwI`$nZG!h>-pc{KQADt4KXPKYkL7K&>xNHj_2h$PoGuhr1a
z;xV-27>)a`{BSda(r9);dPzI8wmP(yGm4WJ`Ds0-O|kGBLkGC?JFsH*2YHVx<Ed(3
zseZsw{eV;nGNwSX&)S4eGyexu1PW84$k{~sK|m8qe4Gvv{5@7in^E3TF?IjPukq+A
zWYjLE2@)*?0_z0~lB$^Gi`Z&hBxzV8_9$gp-coK`C^9;{FFr2kT{&sMmI{cL4FCuE
zBSCT|=4wD&^^KilHJ=O2r`X5Ld~%bJ#>{dR6hPES@af|(Wj8wDGs&WQuk)Kav?ZIb
zzvfL`wexJ=M1SQG+qQAA$*@a_ngwBBi{@K-%e>Zm0lE5FE3VV|&UQo_Fc#>`BP4xw
z!a{U|1JnSTHdK2hMXSSy_=f~?F^GLT<ryVdbZsOzBId2O9K-x1Evo<P@0M(Q)t@3>
z{Yh9aOMa%l1>HAjG{u#l?VE4wdvZS`OqEq0TXIQ0-xez8Vu~Kg%xOklf+3E*m53BN
z)K_@MqZs~uBID5yr03v)<XdCy-wepV1gFO|$s>hG3l*8?1$0$fukdugaQIB7-HzaS
zTV$`xo`G#<b_4>0l(Eo0bQ&hQb;I$WIqR#xvRnvrP~X%tJm@JW;ArLopHzbEBHWj&
z-T`ai*tRQL!wJ{<^dfVDqXY@TLDs2JgrHWZlCQH<Rz|4z$Uucv^}qJ7HSNRdkF+eI
zHv=s^U~V786Byevq}LfTpK$enf|ib$%euSF71mc7KrfExe3Wx6_0In3W!dH*t^;ey
zd@Vp>Tni6m@`*jZ>mM;Wsa9-m^SKzn61G_BMAUCGopQY9^d1Yij9y9^DnnZwa8#SR
z*lo&-c56Atwrx^^H|@Mfwkkq&M;7hi+}cd+UwwE}KeWR}&lm4@h7x2hBNt&EcC54v
z`<h69jM|pf=#9VCvUU_j;%z6*IVZ4KYC&i5L-R$?!%_$utmlghp=(+5n#XP#k&_b%
zj1cOB`QOcC%u@H4Gn6naI1-xQCHM*hHPJ^?x;MJYic)tEM8y~bxkE_l+8hnDezLJ?
zNjKOZcr}2oLMmb;(LzA$IbO#|Gt9;?05odZyT%y0`d^1fBx?nR(03^i?Y??<!Nn5#
z*|H3uPc2@{yzl_@E&0T{+mk;-XpNMRGRDEe-srZi=j@U5%l%q;VXN@Bqdx>KUftef
z*B&D2$bXI=mno6|P`NY<A1|!6%yqjx%M_seP!vzg=>Am(Z|Q!VA5~ECeRcFV4Esh&
ztc8PzoBsJ~VzP&DW}geUac~4eqmnYAo`BiC^Kf;4v{hW&P@TIM7Z@-7StZE)+pa8h
zMA%K>RLWIvnnw8vQ(ndJP9@u|Kj3RL)vy?4ij#%C%-+d#mhL-0G0cCh@!<RXprhY7
ztMR0M10feF-MnG3Bjn~y7x6EKxcjXy3%<*7{8H09C~W(q1}N=b+=dL!hM)IM)?D|R
zABKbY$cousma@GpWIif+y;n4F$U0=lGKz$nQw2j~3hjF!stmAT89XW-@WTwYe&2WS
zoAHokY!3NZSxiNjTU*8T7pr|Cy+;<)&vvHPb|$AR0jCC5uiDp#pLAD(cDjbB^5&X`
z?61^B$*g}g{`q^IQFVHv^l)Zy@Gs=Us%XR6_2XrQeWXb1ypMV9v60KjTS*lSOLs4I
zn|BZA!-X-om7)d6kKc|Lzs#E(&pX#w+Oqe1@ynbpBoS?7dWaO#vgZi0l((}UdJ+z|
z-<?aX4(C<b+bIFHoXc(sA0N-d)BiMK7zQY0;w_;3=4V%&rjV;WY8ZOENW<lj1~6r~
zT=qBfdpCF;H>UxyxzBfp)}-)H8BY#wSjr*wyZvU2GG_f_ZR8Z*Jbb9%si5w{Tn}~x
z)f5Q2(*lI~s(1p*Ue^M6%DlZz;9?|i!k#1A%fs|xsRY<3wK|_PTgR{J0!FftBB-6h
z^YKk@=E<k0yOYGsQ$4gt$KC&&T@S~z+y8C7p6;(!%axuTjqgc2sLL~-?-sX|0AxDG
zIzEIR^qJs;dAsBmiUAk}+IJ6+ylL%E332HLn1jNrewf_`{Y!p$QesziZTq&V`@x0S
zFCTp4!Q0@&-_*0C`zp2z#>%>PKbyG6yPGBxuM69bK1<%k=Z6=JB#vnpXV%Y(*jIRg
z4hlUc!mcPaG?p*R?@5=lf|EsYIXo!zulcgyMzrnBJ!X-F-+y0)@s3QEv|IjazdJ@;
zE_IS1U@N$Ft=*7Ne#zsGkIML=>Im2m+}d`LrAJ^a8|mpt8_Zs~G&e7hS=A#;Yvp`;
zF?EQ&$@7-5BA?NW{fCE_<;BSMWsOGu3czZU{=k#Wp!bQ)i<|3q#^Ln1?b~4nTe9|H
z!OP-)>)&JQM7RlCpy%<}c)Ta@H8Un}SQYW-0+x-jj|_dYx%6+$^6E)<oRf*cA2o1h
z)c&ez02(jk2j#f981DmD$34GsU14NC4;$UnHQ)xGguy!Mn$>Y8a(eqJAs6=}@Gy;>
zR;REY_-;Y-)H$oUJotXByYr8Az;d}QyPx+D^v8N?fb7)m)%N3Qg+fHv)^?=UX-1u8
z5KAu1A^eQ%@+<fGXGjm4;8rdwZ$e(w^+%gwCtJ4b<5HZmVMm3l8Ao2C=|pvw-{BRp
z1W6>D$&j5`$W9_8xaL({1B5|bj0+^D;w^?BO1QC29QcWbo!VQ`P7KdZ&)JTeFEo7(
z8G>9&I-k0r`R*$TL|HSAEQ>z~IQCug^ge^64c6{RQO#sbo;rS4hDUuSt}VH!f=CN2
z%!Xnh;;U1CHPs}NpMjfy*@&#|Qtchq^;_3u7W_-PKKx`eQifCOl(>!L9fQ9^xV^n)
zY#z*LV`xWz_31T(3CK@vS3brYL_=o6K+B^|dBw!?MlU=6#V2TUZJDE1?ns~z_o<OW
zv(+Y@rrV|UYsv!xRdcb^@CVt}#>tm#nw@!i?8PG%(u=?85;m;t5{sHG!~C&|VecOU
z5)o$?Kl42u=45<iZ>0Oyf8nuU>?YksFUp=pWvXwmvj^;kulNiZaonpmX_Mj==)1_C
z72LM6YX9{4tC|fRwV&#u5GuT3uF>A<$fpdH%Rt|;Gi;kKkoOFR(N=&kdwweI%o^{^
z_U59nqK5Vqz1y0GeJSMeo1ek3DMsZpl~I2sqb@B&f+j=ahWtW;lY5AJbU}QrkxW&7
zI8J_;0EVoUjv)DowGNRF4T8|b1$AQkOA%zD8baJuDEmatW5OC5-pRw*X+t{(djcZ@
z!Z1mN2?+^e!;YtVgus5cp?4_6-UhjTJ`Q%DicepZhovL|HekuOFiw!_KxH_Rc3n6=
z4I~os2t>-r&L6PXptlI3CqJeE2?8UO$#i0zJSkMSo*uMU8WDqqrRw8qDmCLXU*GUA
znb_|ho;3L!?nrtIe>+`py6<RfSVIZR7H1BTK=OWz8)E42e!kNr(kEr89qAdp2kuIB
zzDRJekH2?9uvTdoQkPdy6^lLpo{3p&u$(J4;SC8PI$#k>1S)7om`|M~W9?b>zRD6i
z;6t@J-%FHNcM_7`C?gL5g8^74;dldU3*(U3K0HZWs3b1Xh=J3MWXNbYN7g+=)gjB*
zx};hBpA@(0--r{+$Tc$C6`uA1x)!-aFdDrU(gV`R?g^)z{-crTsdF%Z7lvQ}8!F$m
z4<Zl9!?bJQ09ITS<{fYoh(Smgx6WnH+Ga|v`xc$J2hL>t(EZZVn*5y{^JktlXpeMc
zParNnGEFWAE$RcxTVScwgNoz<l%kN}<5HVYdQ=?x7_`7D`ZKTu@N2g9Lp1?@dBAf(
zsX(Cqyzw3Bz_YlxS!+&Y$%YmGE6A&dE=g(UpTEB=#CZCp0h*z#>`JP4D{>zId>rf!
z8K`S;UZVTxZZCJh$zV@31DangpV1?I5F|i`3K+S71l1NYhy-#2NZ+xL*Rhz%fUBRx
zEwjWuvy3%6!d*My-rtfxExvp<Hswz8Rw#b0F4%AOg$L`kbL!#k_kGtiD|_DAKNf}S
z`4u~*B}NrxI19-Tpkve`BWqaKR0`CV8z=+yLnV&cSZP{VpM8V$-x>lsW=sr4Bq>9#
zXCwg>7#{W`bZ;28Rrq}N*Fpq!17@<<&9%dX@ou0OLYxc<hGvB}ASpv)f@oL=u%p8;
zke7!?UUdvIcZ||>{ATYM?o%?`W~^GnKn2tN?pl-CLLnqgZ(hTBp~zt)pZ<rQU0hv{
z(?^*&o=aWXX`1(snQ602>(YenlG5p)#1?xWX9ov8i?=G87Fw<rGqIIT#v$M7x|bBG
z4!?!Hd@CdxNA1Hdj3!SFTiVdJT#35yKQu*~le?@S+4UbonHO8b14F)mR7g8Sd>wAr
zjqLi~IN)nB$CJMsc%b1mWPRoRM)1Z)by&G;|7kwHwcuxyqO_w7l`WiPg@AgIjNoIv
zkN&pZ+qSd8<zKwUKV_@atXpb~BU^Rfyl<<FtbPMm#BLv->bnbpDa^od6Jb(fOwf-S
zLWTLR$_gMUao9BeGeQzJF0k_q<kuk57vfeI;s;o3FZ~(;ZyA6vw7}@$LW$Z8{;txu
z$f)21L)(lD@-9sjZ;4Ww)Se>p04Q@)RBRn+wEev=<T@)^RxI=n_BGpj8^5H<)g|k&
z1tVZsMj_}JOrh@Kd^7*-tdQ<(t^PC?S<dB~Ju7^?H8lR&F8jz{{}P`39$LU{|1am*
z8BGV|T{(JID}T<Z<iIc5x^mXgs@G6<BQ6&unqMp&mC%Zt@M{nGJZ~+Brd`pkE-yVd
zHlZ?!Gn1Pmgp#oYm8Ay4lbS4V#>f?Lhw=t4Q3XnNot6nd;Qxqcm?z9_Ep3Xz-QE9V
zs|zlX_s?Jb_Z`QsQzn~*{X=~x*vIb4aFBp##;kVIy0eVwSAcp;74oeg{vWDcR1Pjm
z|6l~`8_%pR@Y)N^E-`65g4#Py9>Nrw-jrdCoZ;}34{yjx93pjS4X9?Zn-|wP(+KlQ
z9_6l#d{B`P%)~<x{^+G!oCtm&PPuH%GUi3`X<62NXl?GXz!CqoM=i}T4ahN~e%h*h
z0Pfk@dKMCk=`&3F*b86dj~@CX*u`x9glU!P&8{6X7f#n+JZLvqv#oFMeL!*x+zu#7
zA#8mu8@rKo!yL*GSYCpQyX}5Hnsy(aub)W&AP=c4W9vNcWNhzo9Jb&8R%G5KiNpLT
z07_ha^Z46&8V$Q~T0?mlnj|L2+RR&N<c(igi6p1#aPy;{(;>CPtZhxk_u|V$`tIs`
z)<cGn=R5z?jCw1UiU}-Ix|h!gX_&<*nA1N*-{6iEn+?VULnX&D8#a!r#o`J#fl#N5
z!>T*tdttO;8B#k)w|<F<q(2M+UGhdyI<|wy8a}B%wJ7yFL%Yv3cw8VpE^i3S+w@E|
z312n;OlkjUt+;4bx`Ee>!{t@l9a0L5E6PssWi-H$zjC7TuO+)g^zQ7bHZ<#Mvy;3(
zV2aLv-SpGI$sVG86Qmd7#SdMqVm4_;SEG=ux5v6%Bs*z64;|~nXjfo-5dHbrE<&`D
zj>|;jV7*nVAH0((^zkLBO2*6O6slG2m`Sy`g%3$nAAVpTydF7W8nqf!vK@F|`YxjE
zz37Kj&nDXQk8TfP)eQsH^P8qs_@-Q0#-`@ql75J(5_mP-nrIrDIIL8mG|JwXQZ2^g
z{}L9Rh9)?<+UxcBZ4hQ}bIJO8TD*_88v~sN)y5Y8xr}<1y!g7}@AT@PZNtQzYim6S
z61sn5HPB90#6ev=3N0Ol7UmSTzizMKhTevpT%>=SEWO!?RENZXdm$dNGipDkbQ0ko
zKZvO62&wDvseBOA`T!Er(B)H6<JQv>QCAVrj)iN-@@uE^>m~AQX*gt8-KttI%#8j{
zYn`dTw?4(0fm7Ohi7n%jKx+7dSC?P9d03m=><kQFuQN`y{_R_;xSETqPq<Py;oIp+
zq?ZB`iTxpHQpeXqEmJ(M&DJT&|5R2L7@h5vaBjxFVZ4qOUWv=#)Qsg>_~_kQa9$F7
zvP&Ags+aa~Gn$u4y>i<hzw~^0bkhD~^?B~n<JsN$)F*T05$X#?@^f`PJO$f5UCcyf
zp03{RuUtb<Km9wunQ32cy69Gj6l!ojUn-ee{girtKY0fx9c#_};R@%yx%sm&NB77h
zxy*y2Tk%3joF}VubWSqEKDc=${rEf8{)<-feRrNo%<oiaPOVg@-ux4nPn3m!AL%EX
z2iyMcia(wfyb$|DcJJ<fyA(mUs{8Ws>EiaUMxRdu_qpiaMUP8zUwf;-6B`1LwExN3
z?V*5$5Uxx8?|gD^HDA`d!Qtj#(fTO^%@*<o+kHFrPfbzSkzwH_8z(p*20HQL`>}n-
zv9;UO(nC|TWq!%In(Si)UubQi_vFXB2I^Qa*h-Finh0LV{#1;GD-Mo*Pd$?$Qp)VD
z`QZwwC?@BitD+ct?>ejL%ur#ydof4WsW+P9ede1aQQOxZi=Uoq$sI6q8ArAosQHuW
z>R_UlMXrn5ceP~)S{^f(HwUCtyc|N-dd{<LN5x(<YQj@$f18@06qFuqz+yHj$F}Lm
z)}BkNs2DxXok=c|WvBSafcDscX@V~R5~}_OZKK!VAI?$GdD}vmUwypf=_t4zg%(h0
zH}9XjOcB}_Fq(0-rv5-QIojP^Y%Q_uuIgsEgLlAl`73&&aF4q`CHoV*@!iof|4wk7
zmyhgP7gt=XigrA8do|St9kkXFpY4>yNzTA*smxJDm<Aw~46+Z2WI7o{=ns-!GVebq
z%E);;>lo_ksCXOeIV(83e^&j}S2Qr+O*8P&=}{6L!m=e?TF+O{&-06GvTk~gb54bC
zMwN3WuG=&xOosJ3!8Qu%#rR*x>a*p&%DE-cHwHTM)D<zyO99Td%ZJD7^=_^Igm}K{
zn%42=To8E1`5zgzu+sh+&Jkg)Hu5aC?!kRSR2o@FWfMtdtB`&KuvIzvC%MPfXFtaF
z-l3C!1~IFMF{^kpa}IaXGt>Igv%+ZTVeIrU1}50=F^=JWj-DaLff1ID-l4I<q5i?{
zq0W)+(UFn9-oY-A7MUy7i*E@(33<Jf7-AO&$es~qW@xv5Qf3Uu^)H;4B8PDX?))<F
zzj_<cV12EAfBuz4E==M!D6#EVL=@T?xI^UVdWE2JdCDbzNnJy>zAni*|Aox=*Tp5T
z@`7%ATm{ht*4F80Q-ISQLMnq>;JE`KwF4%)^}}c@rEf4oVhOQfeA<ADHQuCYc#mTh
zD^Y0WICSYai3#O?w|@LZyS14e_`G`?;zn^0?{boPTCo@IEYRm|y8N`OlMz%8e|{&|
zP`IPN|H4rG-%LRUbjNPoyZcK1fdNLFi5WJQ(qk>P!9{;b2K!7$;@?vyw>3%g#fs;%
z71w7Ae1SKZM=v97tRiiSBTGMGAtNx<Q6)H4DQPM#aFS+FNys6D5pVpYv5>hjhT~9?
zXqX7hjrv}_mm)$X6F1NzgM^6VL&Ky9Il_A6XfJ#LlmaawKjDF7PaP%3IWtiYHwJ1h
z+>c2QAaiGhQ~yUteSPe!%0`0epF<MS1@G|o|H_}};~V0MIo{lfRQ6bU_E8`ff3gGs
zvSo(FLW52Gk$5(sfeQl?pGvztDRU%5HVFJDtBtCQtKZ)je^<YMF`7i8LrLZA-T<9%
zyFO!IE%bWg68}di0cL<=DT-3YISag@3I^`TDc@o(fbU2##XUA)&qkR(S9a}%y27-c
z_0W|zL6fOq#N74Mjk8`7Ng59BthH6C+Q-_2#Go_m9(X9*2DE4A9IUPy$2U2Rfuoh`
z^rhrj{Gx=4SVQuu*IkYEPC|i%-)BB64`~OS=D6l(k;n$|_KW)u6Mzc8C9}LIQ&~qh
z_J!6yD%9dX7!=p^%bQoEo``+*g+lHeIwS!6uzy*Ugl#0)5Rk+<k@O$2(NeO~QnBVx
zvMR2vlg>kc<k|!14~_C|5F76Uaw>e!cn2)>)F<Q}ti2NIqr6&L)}#{u8_qPa2zsv6
zo>bNTBd;3y8;(H{O8W$&fzV1c0hIV0f1wU|C;$afivK16_k}cVAiHlM1I{N%7Qlg1
zy}S*n1K{GMub<b-Yu!<je5zEWo#PK)Dya!3c>1M7iGG0qdD~iE(OMZZcofWZCn0B8
zz{l-#HuqtrtfJap>=|NL{<TNqH09N+XId<217EbjPUhkqTU-ZJ+F5UQG`i2NZgCOP
z+ze!(S54Xs4cfhpTK!E6>7Q%DoO_3%=`nXe34KDGBEU=C9YoUPZMG;ZU-v7`!j^CH
zj8oZV;)Bz)O4XF=uSw-MYKi>HaWhHDpeJ$6Tl90mCvlsq=KzdcC0`Km#sRn)B-$6C
zawGfc@UOX%07<hz16Zveo+skx#~Z(sXX~vqO9LZHzbv3lq5-48xJ55SBle4d5D*g*
z5##&%DjS0IXvC-;TnM)|2-2ewXR#@6sRJUY1pI!Xids?tDPExScW_WxKzvW{SQlL%
za~6!gh>p!ZuXx+eX2*ONQrk)Qdx?=92D9}sP;_wce*5;b=36&ci|g3R`%p<Xl@MV?
z>8qX}Wb#5h-+yqX#$zpztlc=2(Srv<4qv&=g@3IeGDX=%8U|W%5PJ{<*x(u|7z~3!
z*}L8<-Ul7kUZyhdPR28+683T38q#x_39Jtr92K=qsVo=J3L$xi3jFy(768RNs#qjc
zZknp-@bH-3QD8o?!#vC|qMXg>i{nrPz=1WJW(@uEIADqcs>y;)=o>#D1P1B`bo&2)
zIuwKCIx*BVaPq2wR2nMXAk77cG{{F8XW}E)jOq(RjKKE|<p=npyb1om2-*j1Z$4vV
zh?;;5jT0JX>D@BOa}9j4QCrcZCS?A_DSR_c%U~vfkO7=xj8j~M`1J8v3L&1vt)0!;
z(tN{L<Eio}g{QRd5BLw`mDq6{pGrLEl2092SK8QpN^DQe4u=)gi>OJ$PRzL2`xq&&
zqv!VnH7!qgJ}jB$wsa#tmy~xg*t!ioe*TzPrxL@Lh(AS0_>pi;Wz9@~WR$i~f&>=d
zxQ0(}p^JL!cYz};0n5S)N`BJ<;w8vAu>|-a$sS~WE*6BW=X)gX^3)?=nb~Fpn<e_M
zlAkOrBOTuTig_A=cRd>p(h?fioQJ<We)%bZnN-caQ2M)~1qaZH`^Ew@@_WI?`nEGA
zT6FEK+Z^x>%5j>rBJtl}ZK1TJUy>ux$$CB3`Ttr2(}?CB!YD8=Plx*6^e07uCz_MW
zdGc9^t6SaL2^qQg_%g|(*k7s4Uih%Bk0(_-YS6{Ra{U(HLk~Y(=#oRM(}(dHAzIZD
zgtRQ;zr(LEt|&F1A@(TVW(1#8O-8x5?%CkbK5O-9eK68lo4WvCf{}h3t@Zb{tYZb!
z0|7K_A6b@Dg(iLS?WX7b(^8S$cCkERUs5r4DZzaeu&YhlRK`Z(oMS`7hw{_*li!M|
zGn2MQnQA<&nge$T2EBCF1+nM~=6m9w3ZNV~<5(0&4v})vJN|S3n!hc07_XlzuZEdl
zu{bkU_bm6cXZmD?K=<xK&@fO(Fp#&6V#wcOcmSMO9TMa#XMC;HP#Y;);ZUg!6Naxf
z+?UlgSPs<z6U7)D1x)aQ2Bd;OSV1lX-4WwGM)f<a>UY>xLl|EN!oLiLeIAPV>_^nw
z_%Y9w7f2N+R`aW#f3n_dH?%Dr3oi81`<xB3#7D2D4fv`Qye%C9Y&Tw*$_AMtq2af|
z*#%(k?W<v}VzHo={>N5YXB9`!xtl`Y;|Y%zqZ<!K%0ID`)jXn}F3wU0onbMPDcy--
z{fARII$t(~u|Igo@u0JO4MCzQWG5?qO;$JzY$o<!kJ=0=*^a)m`mJa)9Bw}lTA~zP
zBqyqyOrV?QS<SF7<s@OE_Hh1t-k6w6_ID0AF&&3F9Orc;#;|Y`bYIgzEC$RdIW$ID
zgmyu5{H90giX;yYsFO?+E7m9I9~J|R2nUzS?NNiFk*9oX(QDGqhwMhr+H#<{T>qw|
zo|OVsZc-z5Nk4T?KQ&qf;wDPmh!A&7G<89~Q%+h&Ig>P{CX-4pV<Shq1qs4G>J^r?
zDQkSqZo8N8nhCo9UDOm_)O1mFUyY4xIu&J_to^$Dmxk_XapQuHi$~Ves6qGgdS6AK
z_K);aPw%R~cfCJ$lif4rUEtpjntaM1`y9G^e-u|G<*XDBC;0~!*Ak*}t&_*16Lz`C
zqTk6J|NVwB?{3wuw2>{k5Swj!t`e1c-kP_t`*Nt_nr~Hj>H6wne0cl(FF)*ZgIh}1
zcc~kmxpKE^{`YD1^4~K!xC1WIc&QYc-r)0?>@nxv^mSYIOtZlaUxcKs*?Ao}?Y6gi
zJ}t?`uYMBwJ95=CN7@IMk7|X(@9n;99XGDmZwA!RwIYeM_+y0qFbj1>FoRRf++Uiz
zr|JFWZ9S3wzHje2Gsig<edV5YK4P$Wq&#)xz*ElOJ(8lml8#n4`mMH=%GQT}_RhQI
zu-o--NZ5}GM)&p~d)?QDEvMZA?sv;u9e+OrtY$(3V^2q~eS|0ej<}xk8;j~kJNpPM
zT~lj`I<}zf7(%$f_FOxLzbeR!>h~3trqWLO=5%p+sIDtIlCtaW0sh>S%s?ZO2RhD|
zLUwngVhMN6sH?)JTl|+@uIt?g{vk7WS?F2CExi(%vqU1rY@VMqu5#OM-$|ZN1;-Uc
zy;6FKK$3=u7IPqr=1$Q)(4~|XU0Hrzs7bomEz1fgwI$|QDlro()_0jzo>u$U)O@4h
zLPbmKPGJG-S$f)8@Jr%<WaD{ctGL(EyW)kP+In*VxUN6vX0_(drGJm5o|nD`_#$8*
zzF`}m7W9iFNwj28XZBv*Z1gk_?XKvidiq>H0J+lgA0f##$$k0?8D3&sw|h3Htxw<5
zbVoFF4htwsI@V1}t6dx3_+&8^@WV@Z7+cwR@&rYTXn3>v1k3pZ+xT8(^YK=(i#CeU
z)rs+xvGbHM(ABZN%7#73-w$qn4v~z8&Qnx>mF-B1(z6={fDVf4W`_XVby0a}QMr2&
zG4o!3;l0wJs?wl@#)PWI;OyIxPI-@jjIiXT#pR_>0grsph25{Nr{5}lkI_9v9{HPX
zT&liSkMpbQ{A6V=WE$mQ{7uL4y972`!TKsU4`!R2ZDE;ZXm42QU6xuyHQ<?%myI?G
zXF_>~y?6qX{YTZ0%f)aNhlOF&gkfGpV4g)_okakpb?`Y@1UTyl{C5uN?Crx8Cu_h)
z#U@N8#{{95N^!HC0Wm!UT?dqt$Bz^UL>TOV0WcUu{X7O!;%Jz_^V63c|Cj=s((IO5
z&DG^mtLC)$F&T~LG72vwZ->tg`sQ_`!{hR@x^gP&cm#=Vg6o5-)Fj-(BC?&K|K;?6
zqqeI&v4Amyqgs%Rpf40KSgw63<^1-tqL7#V+Fij1Gast&ASlDJFP#SFlVJX${3;+!
zduvTeWZiVvM}0z|;vq{vLy1hkiBD&|rDkhr`+((ORJ-XZn?wcp7xJvtPqsWcTG8sW
zOa;0o6@6xW$A9@ei7EDI=hB%lANK7Fhos>C$m%c0DGs4!udciGnp<?*c0qQ6O!Ba~
zz#eP)9dX)o7>WOYEn;idd}GphWBQfD0Yt!&Y@v>9ftP$?ntXnmOw-R_Iolsd+4vJg
zb-q?INTjPQ@1&PA=+y#>IS%h=X#J%LdU}vgAVyMV__Q^UFxIz5FEED*Q!@j5Wa<4}
z!=&^WXu%A2473<d%mgU{;wf}JBElH7)d8B~9d9cMQjxZFBmk){9kh~#>c9td<fj;s
zf*!~}j;SlSi!G5mKKkMh2(`dwz(tk>f)lxi%T0(9<%6_~4uXWK_{u{}%m|ELg;mA}
zHEK!U3HJEPBooBN5+;Ap|7nz4Zfk6?Wo6sCyufS_FMIawxF7jJ5$)s~Hm1A~s-aKk
zzN`e#H`+XC-)+d6SD3iRCio-_7e}DRWv&RRy)a`1U-(y${WZ?YUfXJ~WkJTVGd2$x
z#mgMmsRv$~4}?LG{f(Yr3}*h_U?U^5jg1|GjU)mB^*DmrH>eWoi*`}NLNV#J0sfKk
zlLyxW$P%+?yU;h={08f!Ludcx%I=LWcxI(Wfu|`4fL`=O512--ZghaBuK>U6+5_O|
zFtk?aIv)NuuS4ln8R<|fa$-TgZ$Z9|@qi-TA%TPs$_ENTzRYvqgMXf3|1^;6MrpVU
z2($C88fB-m)kj%_zOj4=pt$gfaRF90ihVE6!2~<1M)?FeeH*mF1|XUj7=e{y47w^b
zx{*HPFP_9BGxdBC%D3pBK`5U=beLPu2CrWQo`bu9(A+CJqZ;kVKDfYdIlt#_ceGTr
z2Nbg>-*d24=zrE`X$}Q?dj&K~@2u}|rhDMsY>SdTJ9Jo#K7%%)j?r2N(#jAFuRsKB
zKeNa2w+vJkW;9E#0>NOMLN(_>zz9Gd4u08!k^Rjn{f(M^P1?N;+L_LEg4<S9K|l{2
zyp$GP$}3_}*50o=2L;%_buCf6^)D^$xRqVzKIl}GY-E+SsDBt#)$Np$R@7Hfms6Cn
ztxJeYxcx5p1nT10+11a|c=IH#Do^>25*@aqgBUL`V9kO#!~^u@n1X-&A>sx^sNWFd
z03!P<CXgTX=kGw1kixMtSD{fc1R08Z(|9u-#MY(3Nb6zf$w(B84Tv+In)6sK*LTAr
zQrtpX_+jbvsBni$&d=5Og03lzK?`@eZb36W8Wcm_d=slihOPYzul{_!w1l_kih6M4
zq3)oelLn(E2fok<44I`CopyY1SPJ{8JJJ7dLlKX$Khm832l^8YobV5I$0cwLS|Z)3
zfmOq?YrYO7%howlV{z1h$g}S*iu8gdX|?K@Ien&_9O|tht03N5NX>ac$VSe;vGhGb
zC(3l_B5jvWbRci=iy7*9{YJ(tn`He7ywmhDraRh+Ucu1`>Q3;lSw^NEa6Z0SA26qL
zO=Hi^VNT89OsLD^lW7-=WB4hH6@nfDRAZWG*()78K2Z@#@-ktGv!c$611U0MZzN6R
zG;U2v%WpouL^xDJPn`&qh>r1Kj7SUYR-Pm#WIEtOpvw6~(>=&--Re|cV%yfN8w-RJ
z@$%9#m`ETo{_ET7o7;d$I3Kre<s%4teN*K$VtQ?NqG9UiXHwPfa$G0j<zlZnjU$KG
z=hYnZO?)mj3bPDDZ@>}sE;X8@@gEd}@edurhJ&OahSy>*!k4azMC!JedADFF1B&nZ
zJfi}$b3>Cj+qt31tc+<yED;zy<Q8x|&N<0?X-$sTUtAH=q#_JT!EdE#1C3y@S%=VN
zXTyxSc~ey5-Eot%iFCjlAdXLTyS_Rs*s;M@^!(-tbc3N=7u>gtWqhDZy!|V=oSb}u
z*(98^`9-*Kce-Ww>2J6)8;rBi_Zv&rE_6p|wW>S14gI11+UUbh<*>K@g+Yo3;VpUx
zk2*ec7v<}nB!^e1$c30aXl!j%Po-@*O|A0n{iIRP>Q8=l1<LA#aLk8M$@|uar9Pjf
zs`IqxgZ5;fENk{OpJ~GaIx9)?Kl@XwoT~pC_b4{RyeOATMxV>u^`7)})-=w*Lq|mS
zvmbxo0^tYE+g|-U(o9cRj)%mF@A+^sZfM-Ymi<HPw_5lmGHYQL6H><?kkSJ7Re^vF
zWnB!AG?jpP>ss$-#`$E~g(NQS!Xtcq%L4V4lh#@GtmXh#<=GdIMb(;r^`u%rlOFcd
z)+R^QcITygj1x)*lcCyIb_mXuI9aG?htzqffgybr1h!5^2gQ)$Lnfq{;ZH(YP9>yy
z&Pa|L9_yqX=w%olVd&~+=<8?bjIKmy7FV~V;nTv$bNg)f>YW}jImk&%e1um*+d9y3
zD+o8ScVs$`3J2uPdA4dmv9n3-HO|Q8snmCl(pb=ir5HlmPmMMeTz&gi`JKF!;Z<yU
zp(J^~uRn%7Mo{JAG8g*880vlIN;`}DbNSRiPh*rvf&iENAV07q;-tzeNCjO^DMYQ0
zs!Z;i)u_Po4~o?f3Eav_f}awFwRJevH3ZZ(P;WcmDy(zPb9{thWH$@6mN1o-aMsnp
z^5{5<L>aSrS;}A0<ukK2(QKROs+uTBNICtP_|3DvJz;3d7$Eo4Kb#Jnl#anJO04d^
z<Dej6Vr=E;;p}N|c;Fy?BW1fDv;*96@z&qJJjJc^=Kb?zkbAkJyfo65&!StmtApgt
zL|HiC$6-6Bw9oYRnDzZB`yeV-PCG5Q1r}_DB_1$?#)&6|>VWUnA?+(G<pk<6iJVUS
zCV4AOg#_kJetA&whWC@DUCZJmLdE)VX12-N)@e@Yz|MJQ^}x1eYSq=Ha{om6aydI+
zxLe_`tPZteEnH~zeC^Xx>v@t6UDVtQYmS?binYYJGrNw71$^86YNqK-??k?PFub`m
zQPwswxTx}aC;Rsm)k3ltcd5v}$p^bH_HHY##=VIrJO6&Ra<G4EZFGJ*)FEwe_1F&a
zm_zagEM_4<LF8_0^jW0wUqyk-GnynB`VvsXwbOq(-|2;x>)$@TMgs4){h)q!FeJ*;
zK>U|3NT=|I`(4?2o*mD399cZ4#jY%@pYWp`^N5aA2pyU)TI<!RwcC_*eZ0fEp3@j{
zq-{MYbzjiBtNw{xRI{OG-Yc)ME$=cT50<WQFLr1>Dso@I-JGd#w=#3L*8e-xdQ#y7
ze7l6l1%$`1oFPN*WEOtx-j%|)4!<@JC(6M;GoUg;h7XUNg;Z`ZoL{XJ7GBu#*8!Ys
zAR{{WG&7Hv%m;R^Q)<uoHBU~m%kmy<+DA#nq$9**FNZQ`lf{Zy+&<|%6u!vDi!R3I
z%0BOZ8x&oF&AAOP9`*Q`@vjmq;WF!s;u!%dRJ451<5T=|F5mMz-OdlnUNjhe&;YAT
zD9yHL>7a*l{J$)BMX>c3=<H5s0p~(|a92T;^w`UYOy0y63wEysZLTSGO!t{@d>jOe
zT{Aqoyd4rPeVU>CqPP_v6lTibWax4&TlOqHSEewCdP+Kf&G{lC9Y?<1v{0RTxY(VE
z1|za`BLVP^Kf)cmJ7V*cU7@Aj^Q1d*5UjztsxOGnVO}7sp8@q26FakL_@}48G@>X_
zY+Z23!dN2LId9THZ=c24%nz?&VQdv;spF+<!~}>#9|#Yp;tr<b4kzQRRO4TNAov}(
z5x!wut(5sTN`!=hn!wG#KBfIstb(nLV)<8T2%Z;34?Klp>HFTo_r1l`gHoQUUpy0<
z)}?s!0cF_-+H}0KU#T>#yURw^pMH#rxBUol@sOtaLtHh+Z!`Dnaf$!7VZr{B^)GdO
zT_ru$cL_>r63UX=QnHGZ2(8(Vl7sJ+x<{qvCb|ZCXNPSw@**-CYsykHg8Uk@^Zk<I
zUTo=?lIYMeqdo-WVnB1z#8HDAAQdSvj@#YPi_35Wg5Wc3F;~S%(z<x$hmMi%F(CWR
z50JIafr~f^n5LjW%EJ6Wsf`KA06p>=2$Ku_Eo-QVuQCpDYAnLc0LBAk;@6-JDeC7{
zoME492C*)S-bU<~4CowK3TczsJ60~AoV0XzqoqTCH3~IV)coS-=boDxS4#>(KgmUP
zqft*!PQ+pKQFlEE@Qd>VXbO??fW`#txuYvk@P!w{GoonB=R+n;eI;w?uTR3$rw0_>
z^BRe;|2im{PLUIA$NpxJ(m#*U_pRe)Lzx@NPpN;~iH<<<(~(tt?A?~V9Xq{<S<>eO
zCId8DOwG7kwouO<DZMNhA|FN@jTzgY61EiDVfuEB8|H98C~!?C=t#ccL^fYXHvfiv
z{temuG_x~=iBu9ThYQ2zeF_n#4OYq)ri}o$pC6<{0yem2WRwUz42<yUszV`Kfnlr?
zjs*1821X<>|A7a27y*<J6N2#xBM`P$e$n%a83T`Y>PyZm(^6l=I1o}Q33=s7&AA)m
zHV;JGt1QxekL}<06H`4S)t`m>7#MW`t5qKeYAlAo?;CC&%$hi<g+basrAEl<8?+*-
zlM>Yz1Q*}GSTVe8a+b+I`Sok1oZX||HTce5_GH=Ve(gtKB?@y$z|^;36H4q65t8pt
zIJY5L36%(6C;{F{7`#&0x&3)xR9NZmpUk}*)#Zx2#ZZ10uHC<Ms>j(y8y=qJtb*O#
zax(w}4aAx^HVi<1^jLs(BFG0)a0VtJ*dTj`8M3ii($Up9*CkK^Iq0M9y!|_LekVZ}
z1vl^-)G<NCsq<Of2{?dLJ|GQ}zPas`cZnwN0K5NV1-Q@P+G#jIIwMB&#;D>7-inZP
zHVc_cMR{--o;YZTcgl@dOZd5sDLWL8M*_=&`TB%b1J=+K9EM<c6&GF=H&!*LFHp04
zGAP}&5A5Rb#Hnq$dQ%UCL#>M3Eee6DKswSVCb2ppmNS`zKaq$h3BrpE*qC|{IPdi3
zrIh3~HROS6OX#_^VGa#M$mpTT=)v9S;eO-c<C8eBK4HxTdi+GU=*_$vOb-%@Shwir
zXqGtMF@9&*!w-gaA>8!(NDr{Xq9(JN?|(>u5z7YsR$OjENA7b-l7DoPKZn^9(mH9g
zBjmYKN6D?C?YB1yFEF)qTypH)qPK3U-^Z#0)CbVBLzgz#aZ(!$37z`&!u$w_290jE
zlYVsK&B`FFVXL4TryWWC3afLgbY#RfxyIoK_E|>VQo0PbXrUA;|1)fzfX5{F<`F07
z?^dUr6MyV-s}_`(CG|(tG-lrExMd{8MFr;s6}MDfyc7+Z`Tm95Kq~+3I#eoGN{T)(
zs5eO3*A)`<94H+W>+mE_dHG-Q3Gjg$V4&`dawhwWOTs$3L7YGmJ03iA4i>=j`vAfI
z1anZr3`BGs(O5_#6S^vehIi+LcKKt5V_;!mpJ9XMh689I>3@)qF#Oic4R?*rwrP02
z#;>h=`$9u0k>H#>pDXbN1>Ygwo`rtJ{EZ!cH~=sg^3$@z#ulB#Pbj|GFOlrFvpB7;
z90j0bN%)6L2FP{$m*9oWN)ky=$A0_J?>;Jp*CU&$5SB6U7C8j{ZC%5s7_|BBnXYse
zG_B-Ip3Zepy$j-;#4^m_!hxC<R;`*}tqSt!;7v^ZA||>|3BV`&qiAo}hm~!vI#Pj*
z7HxCPrKIan?0CLpr<3?UmcJ+LXt$mH!uJ1W<;S81?btsn;+Y@K8Jz{70U<5GQcK@8
zeOm~ScgL}2CJ-2be8hg^AMqxYyNFA(L*HTMX%Aycuoq$k3iaq^ZDGrYi(9y_L1XSv
zE_}w-vjK!SYH+MsLfFkatmiDKwQY)lb)1QLQuV0FOegK~1ozZ}P=7Dq*hu+!cN^I)
zx>65(jRZ2Yq)UT=QUJ4RS&nVt1mT0eLBuEyy!fa8*;>puf(FpZfcWs{uJ-okr=4TX
zT3g)}lBH4w^?hoR!4tF3<qQQGQ8|=X(WNtZzb5Cg2T6n9>$zW~)ot@x<RHO3Ov$a?
zn2pJ~sJO({KzeR=ik8mmpGnMUxKl&k8U-YYPJ2gOU_c%^kkrAUR!BNxW(3kE3?zH<
z{deeDI}V*!w+TQTv;${q_?qE4tp6G1F2q!B3aza93U}Is!B-Q>4`8Izs}EzBb$nq-
zT8D;e9`)|t!^c%Q*Pgt~56ORGIG`G-WC{b{n2-_wlwkcSDy4m;XNCTiu5Jo+n#$E)
z2{Yq!+D;QPo%hiQ<$tnFbyuge!Dr+TDBAe*!VNn+JoW7)75nDxmxBNHzJ7~ZZBcz5
zdFXyvl3CQU$V<v=zYQ_vdue<4$SiZl8KEQrOR~qwt}WVF{>~B)ZeZ@we*zEL4@-xP
zyl<~gTr%;lw;svd7}u@M7PBrQ`Ka8mjJvGCT2Bf9@BI;3mU~ZI#zU7L=imsE>-a|~
ziEUusInw<F!B<O7-&d?_kR3MgaY|2{_5NM=hnRVd2RDEfAYvi|6u^j%{Jc%@{8Hq4
zvbw3s-j%|T!*DU_0P8OdGLI2?1Y?lFV~|lKpd(G~7?RiuDb>O=GgPefF$WR4zVlYM
z6rY{xvayz0Ab!;_qkd^Uh<(T$Mp5)WwNNh2azN8+aB-hSD7Db;7f{Kn6x}-XzF+%x
zwdvPbAc1Y%CAS%!$VgrBUQ8w4y_o&jQFk%*d%~1j7$Z$g&e_$(AHsDl{A^2Ef7LE9
zebBKI5bE^B(MC~~a52w84S$qY@yjdle{GC6!$58QKFVrLXeuLfTtA)r;}0(FL>|2~
z_=57A1x=9!%`fFuCOK`cl!(yp{xxcilEi`m#0vr2TE6eDl5?*~@*H;=op<``O*1Ut
z!Dmtk)G{4g_?|2jj@A!SBohlHS$;~s&XFuJ>ayO5=B3ZH7>qprE%%aXgtCOWVf>>r
z+CYdN47y1D%~>>c&r4(lrHTKK_s{xsBaay=NiGu^q=)gOwCQx>)$j51KawZ4Qt-(7
z5Yj;YZ2hh7`CBhcoUvJAurUm^60)WRQtnw;%&BUc{Cb^8`qGMnpZAl!UE{*6b4lx?
zv-!VccKK!7`evQetJ;-)+s3(7cc04RC*`F_L*>Ke^(0|Q1(z|tRj73<e8v6Hrn}B>
zasT8ZY_==={^-Z=>Di6j`}DovR|6Y8bZF=6Zd`_04-IEsw{*Sl@J*Q+Uw$F%3^2;6
zyMJ%Lv^?=-ekKKX74UT0><_8;cKh--x!=Xx&GBEdY`p<+bta|zaCv_G3=(a^J?n=5
z*G#|JZeMOV>z=t>)qRl}QU%@}lOVlYI`><sdRmxhTZnC2sA;w58o~S9LVn<mi%E(?
zWq+@&A222<dn|9gEiboFl0TWO(91y~F3ovSOulal@Fu0du3zSRe&YCksb5RfV#C&R
zol|xuZQc1*S+0}k(@4-5f=zl%CqlnAsl|rHYeDa(xYaZN=Z2H{wsmBYFSXB^sP9#X
z)+a9}9AsLWl`B3Z6a;a2IKqDmLm9wdlLTjEEzVK#RxDZT)vJxws<&Ddc`kfB&#5}n
z^4gzjiYut=RkDisF-;^|&MYM{k1`p5;LkX7r&N6T<KwPa(Wu*}jLX8;|5Qw8C51ZW
zTnWYeF@H>N`Tv;pzi{Xr>gU}9pSOEyCSGR|B;2W?mE(~4C3AMm&Ma_l6W%U0wG>>V
zjZuW_y-94bVeY=p$&1XHy+|IQ$|2AU)ySBs5VD4`ZmMZ4%PG4oN0c}1>N;__ztp?o
z6{qYQR{nQb69b>b#pnUTvkW0{`HV;3NEqVhse?jvYrDYB)8uW)5TQOWPISAF_OIvx
z4k}7_vDv?_g@@kuhh^V_OGbF7eD6OdM<xP9rHD)La^rr+f+dFEfcy*6(EO{d{K$m9
z$b_cp+~Tdk>cDybl)a-5v4i*_#$En&fWrJNU@IacP4ri@puJ=5S6%CE15-0|J0t62
zd-MELgQ8QDyi<#!O@r)XgL2$oV8tDwlV37vRICpoM_^YE%7tTM@;y?jYT+;K`YEeP
ztv||_s7iH5uFBpdIGXf)l)5#rC}pzFD>AY#+_W-0vNLX*7`56IvIct`;vSX)oeQe6
zNLz*L;j8IupcF!EN@OBs+8M7+gah^UT*D_`BU#@i*x4l5SSQ+AN5)j{Ve3HISl`{*
z+1%LK-r87S+c4Y>q>+FrLtcQv==}V`jHDFkj4Z<F*c9kIEW)X1HqiOE^n5tNNFH`(
zQevEOWXkGjZp0f<O^vb*8ZM0L_`KUjqE~@+L?-feACKg(bZy!AgexvrDpx!LYUW<d
zt6NjCDX?DGU40}@Fr_!?XiZKFNDdm7W~lbt=BN8klL9wD2HYF3`|tZf-oCZi^pQR=
zpucm#cR%t3j$l8>W}n3lPs*!UZqFIGBMv(8uXs}B*e&b&jdq!%q~avInsT|nIdlhK
zOS7BM(^STIT)IW?de|*~`ssX?EMy>NF9z&3^lurTmwei5J)%tUHdn=Vr5VFlCEi2O
zY{LBcq(Cvev8&+&=I^%Z=r6P&ZsI%gEoSl}`KWe;$n{))L!q%#F|kv=ev+AflF6U~
zSO+%pJCrY67)J-F&b;!)sLsU5&D?&vn1rJe06(b`Vq;wx_o{LbGS7+XuNFD*`n?Hp
zC%wE$UYLXwCl@wtELtHEsxKro2nGb?m4O(BFBK{QBl{mK?^K$#l_Ppuim-wA{vlRj
zNW|;}+i@ZKw;eW^we-)304S$RNHh*cp?O4TTuZhFisE7905URwmjSfSv9ahz9KZ>H
z382KX%G27=tKd}w9OMT|0@^>Slm69M1X$V^2WH>zZy1!*OD~;Vz<+*ipRs4g`!yQ}
z{CyP!l@}#Q_hzN%p{2+EaK9cfnEj9D4tXu4p~E-Dt6A~%MtJ}9>mQeYDiv&oKd8}{
zb#DX&Zx=P~d3hJIN)8KyFTo`$Prb-bAV3CLbO(r3&zK(qB8p2(7GFB}t^y&W>@tiU
z@Q<d~9dMhxq4s&h&@Mo%0>BfHyyt_2;jmkAa3>hZ<RQZ;vjU(JK&I+t+vr1R09pqa
z9|<n7BqgXLE2uTH2?c^w$0N}dJkgar!oc+-AA{kn3{6rn`pETPp!lAh3MaEV9iRJC
zUQi`1>qVI8<M84cy_XlLXsG|Ts>=<k4NOgF2unz*$}NlyEX-~w1TlDh#uxqE1Gfl6
ze(ngN|6LIEPB!5;JXGZto$wuSF(8Kt7+7||v)nnqs*Mh3-wF(%Jiww-;lMr+&s!7s
z3<V<qI%}g6zf{Z)9wZ&O6PL3LNy>>%qV3T`x<gtFTSM<f63r96|LuYM@rJ@X&?gk2
z7BX44GO@H0!f^aTf6d4;lNo@-H~#~ZfjYtGqxn^%W?Z8?=Ce9774<@mE3d6YZ9FmB
zIk9Va@T$4yt+Nm9^N-DQwrz78N0hs#5MBX4iX*;-|4fR@2+m3T?w=Z-o*h?O{$Lfw
zJNcSB4lAzV8Kn;%8X6iA>fhtb1;Hm2C+J`4zToH~xd2}=lli_LM>kx<=plFrNN*9z
z08k9TCKI6r)D?chIy@vk5hW>n)O;(YtgMMZghuN_hUy5nw(!^1cFZ@oj7@g|87Vsf
z`5L-20U<?dN1ud&G2<79ctJo)60Gq*j?O!t>i>`8+>3k7d&x?;R+%9q%D6_7%(BUh
z5VB=+?VXYAy;oLb?~H89CVP)-uj~4KzCZtR@55c6`+mL7InVP#Q)5<#%nvT1DoE_>
z*~|YWioLm+0&_cYu|Fh1t3yel0lbDG{?>q;z<?b05y-i5HZvLw%MP5#<#Y)3?Rza<
zOznO@k>6lYA+x|kObN6Y^9_1Leb0(;bNn7E2&W5xZxt9P#gd@A*u1{di+rOMr11S9
z`qTqG7}lyDyYQwL@J{(nM^t7tF1453HYwiT5<R(Owyv?5CAfG&^QyHnqORtdi7mO6
zRd5%q7sm&n;k^g<wLwKjpXEU?0Utu6pEJRkX+h*=`4nY@Z+r46%fgOG{DdsILQIH)
z+=$)o!J(u<#-m=BxXNFaAPH)=RFS@Fz&jie$cQ%)D!N<gb$Hkg4j;gB7`G2tK5b}H
z#ede~KiG?S`uwY#3|_GMuWx4wbMH#(n*8nmb8Du+$(Q%Fnz~wsds`N#S{6rId<s3&
zGxf_exj$f+LQ|1zZhD2DIt4aBmP0T~*UoF4d=PPJe-g5gbk(KB&=93({qC<hgNB(6
zRo<Z4ud|1N!hx4m?hV>bl@T?Sp)nmNP>ggID*6>jfXrpd6pF`6xi)Gy3_^p6!$`Z8
zOo5Elhd<KI;iA3B_A|W3G4gXMa?vXwGr<Gamf951GGP4^SYmV)^Qh59uS^a$kxgJ0
z4zxX)18!C*9$_h&pI6rQ=QYGeGS}c);avlOpv!x=g#RSOcJQ%a!u_mcSg3mzVe<Ql
zoA>W2cW7GW{Q|-pNzeno)SrFpLQ?xbr2G?jtnEvQe-s<^?$h$o1<m))`Nj#m5I!+%
z<^U3YKgp-5Qhms--WL<$tMeh(+i>^y_$KL2{@Rq0dR7Z@_bYZx`mYz=M5ThCCG?n2
z{IR*fbdi6t8rR!nXP1Aab2AcWbYbD<G<KvUR;kT+)!Z}J(B-zM@a6dHsDQGe(*}$m
zx2^-}4#x6g!26cjrBX$<mrlZjpr_Q6%$8@IUxIioqvZLDf3c}N%E}Xeo-I;5ImBO`
zr5IHAswg(bRcUx`Hlp?O*wk37!(!a1_x8$R5Ch7a!KKaETD~nUQz)8`@IEl_bSou=
zJZH)bac8OKr_iNM(vgm20&#;`xxrv=@Q$dgY_O(HWa%_vsc4vS&T!wzYfAs#DAD9!
z^~n#fbhH82RD>gkf@AS-^v40>`$eItR=;(2e^&^;brsTddNO7IbDZF~W3J!1qHtk3
z{lPGRI;pDQc-qXe?dGx*))=|fQzkg{%%Qx2aNk{l!M(ry8I+<(F{1djxF(%v^U|N#
zw7$y0_Z?OtumXCbzz>aUF%sJ$=Ntc(^hwPW2P9a??5w~<^6BkHME|Bg5K~JMeV6i7
zFZtP<cro2X<X<(RzdDh{YvO)zQaJ#kr4^6VOBZ{a;8Z8zSugHXDOBFZk<X6I7G$q`
zeB!J)8`iV7N*dO?b1%9*Eq0}IcU4-RE<ReMF#Y35_&)Ee`#b}56`X0GzSmD`er{^J
z>X;eseJ`Opawd_w=PR&C%+#HZ`o^7J8?S6`QF`L3DDeC^UcY+ffuN~=wTW_kQ^feq
zfMakeF^(s#9Z#wy&jULS25XL>L_ewao2(jPXcTP)ck0KohS^!?(%e-;ixF*!7NfIs
ziLG7F(SH}3z9YA-2RGgZ7dK*u7oWX^r;m*5PfBaDqHiqb4oGU}>1-M$=AA9_)`u+x
z$&it?l&4c>&R-ur-N-B+j^t96(2DcQ<2bTc_+54Uqi;5CVn{A5Jz@LSrGa(mq56W$
zREXF?<^wMQiKCs_)22D?wws+v)h~xw%q1@xhD5fWoaD|S!NjO-Air^Y+cD%TE|pBP
zgh3Cab0Zg;FIQ`e5#N=3d>t^U#j&u>;Kiu3HvEu~nuVG!gBn?bnt-g~8PxEMPdnqR
z;YFSQK6p)@DLkuo#YMe;H`rhM%$;x7(P(m`xv1YqH}$rf_eRd({A9Llvo=}PS|CHC
z5S1~>BvGpDYnXV{%=q=HnfXN5n_$a|VLV<hMIdwXgGBj&k5=Ywv*f0`>_J2iCNT=1
zFI7s8Pye-HZ9>})j(!+d_-rW?o4;wKpF1lPTUIWeDXV=;FecQsWVXaGK#yBm@G+I(
z5LHFWZzJJvEjAq9Z;XzczhCOwl5cSq6~w6Et6Cptg2vU-Pkub#RiNTHad^lPP%_x7
znY?woQ&#wQ#;K&=M=So8@`bz8fgM8ggLp}wn@$Fqhg!yY77yu5M$Npg8%r&I#O2)V
z{HDtlA03gA5OqMtdyo-yjchD%o;gD#Q4+$EQ;WeT8YuD_Gd!a&zSi|Tn~2`ANUt4f
z+U+1)(eynTH0Gw29*lNwW7zc;83R0d0f&!57M00lIeO+!x(*A5S?EnYPP=|pRiOOq
zh0d2*vdCHO9)%c2UmzI{JVvKn3u}%%6!-J5!;4eK!@_gM#xct)X()f5N<S&+3l%+2
z*N+d>;JU?+b*+?>i_f+>g*n5_!+>u=ad+{ft!#B>Nc7$ra%-2W(meixAW>OmcYe<%
zt?conZqj%BJBT`1%xMWhl2&$>ZhJa8hl69h)H-Py-;$gdF*F=ShBACWc4LPGdQJXF
z-wAejvRqsTdw3o!F8y#R|K%ZT`@ltx^_i8#eFsG<e0gtMnBv4fnf2{_nsn=@VZ&Vp
zaR!@(DLqkLx(eYj!Kn%UKWgJ|ziH~SGP85yp#$pS#;`P*W_o||J<vNFfLGjXT;4wX
zJD@wbyJNVkqho-u9Sji>qo8>pW=|$1hOT7A11&*lmkFwv@j#O6rsk_=ChKM&mW@Ab
zFvT<HLzlqRW>_3UQW6}bUpoes?m&eQl>QnarxmEGtktQe+%YRPH#6&;8!+T5BA*$>
z3!EyQoC0|wYad+$F^wI^@lrYbUv3STGrGV~QD~wIwG4K<#Gl{-YCo7B3gw#YzZ%4Q
zH78}t%r9+8k;C6ge<#)OsdL>enJCkd^w(}?!v}6m$#pLYvh+KU;8?Og>hBs^LTtR|
z`N2(N{mXIp-vDw{Q~3_}=Ce=oMJe@VO?2tQbI#d;yTq#yB&NOne1rW?k46RxOdP-3
zB=^!so(b|`zW=L?dC^fzi3{zp>*}^pUIP<#hKG$%giZOkTdOQRVMQkiIHvMD-WRmL
z|HPh70O*v=4&i`C-;FHl`^m@dTetoAwea7Mge4Q)Ukr~0zJdo;2yJTe41I7gxD*qE
zmzZo~bC}$65qp^7G;&*^xsa|BZ|0Xg<2igAyy+dj^V-E-`|;J^o0Paq<vvUgC2kD)
zH)gqZzs?HPjVacX-M2B$eHcA6NoArq0@)oiNjMm_lu&s5`;EJ~E}QJCT+Z<;RtH69
z2ZieY2AC}S(6@g6Spjfk2w)s~AruUc>Va#92LF<#${}uxAdOz7r{4+-=L~h1eNNWV
zcfS|iW!H_AdcX?_3jn*=@n1nGJ{CdlAckCoM=*M`Cw>6FmI;uzV4A^+j|N6Kxd$J!
z_ptLlE-K>5E_qmCUShRnX}WEF_+xUwb8bh|<beqNLWA&C`+@qhr(kp-E+z)NCd-3{
zL4Y<7OjpJqu$b!pTx|8{o3Mqs=>6%m%Ev;k6W6S}Q^6Iw4aia7!k?RuXbN4PPI4<L
zd!L@p3klI{^55}WVEz8nb=m=5k)g`BB?M5sl1?>qixAhvAfQ;2pzIzl)}g<TW;rmO
zN}m}zkUF$Bl|m#{0(mDe=gSVaru1zx66Bs^JJ7cB%aDBu!2@(REtyggj8T1`T>kWw
z97oV?WsR5w*?ryAbJO(jvf<I_6{OP7{x#YaKwgRBAw}t3ASVzpeqZS4I>{}|uui_p
zD=?dpO_cz_3FPHvkYooEZ^wG<3PMVyEj)<i7?|VkpX0;@F<X=~S>wkgR((yZ{hIhB
zF}@Q6W<fxoTteOm-hZ=p*WU9VJz0RL&Hha+ppx+WqQ_pK!AZzVYfi{VR;)=rnWK*}
zo6+c1h%wm3@4tLX7i>0F>4yjq*ysQ<yH;2nOc$eKi#MVlDawjPNiji*L*E}5<C=JP
z5?>+nE<q<te)z2CoIbAXUi;BEGl&x>rDLb?3nyU02fFL#7YKrkM3X+%2rinv|IzW=
zK0UwVBk}F}hen@A&kbMBej-Q#jA5m@AF_*0bH3YTl@#T&!7u?OX_0Y}KXM`?{Ualr
zBS~-wm~<}@#9(rMUFnxvhSY2jEQ|yU#bH7N6rv^H*RKKct`-4jX_4Os57VDN8q6F1
zgyNM^##mH_AMU?j9QakQ%mk!25ym8wWT`+U&etDo8;EY;oyWt)%*MjY#MZ;k^m~AP
zaEP`0*TZ(gpLBRgw0&GdL;pNTh(8z}a}Pcd6C?aa!)5#lw6c=S!F6tz#-7b`ziKpU
zTdZ#LV8MXCu8l>!jBXH-Lk2L3Ejr(Td}tLE=v2jgcu)SwbtBVSQ!)t$yK246_Wa&4
zIF9p~7vf&wERxX(s2cRO`zH&k^O@)4p4&eY+jrEWBgVvty9y94g=FVVV=r@CIL=v`
zAFtquBL5uDY1Y2C-rk4`+MQZ2Hvsq3Y@@K8t%m&>pTfSY;2^t2rx|O1hSk+b%Cy5K
zsY$RMcr5&#LnN`pz}}(YIz;J|%-_$Se-b|qSCPgoIP{r`C**~+C4&G92}{fgSO?hF
z;{54mCP4<KZpkI>$fbbpvV5n30*7&?p5GjkJ)(<bS4d-QN8B*dZTu>P2T@3mOl-!P
zk^wjo0M>_bP4)$l7{X(Mze@VA6#&{HW2_z;g`!32EdH=^pZJg$JcK$+1$~sgEs<%C
zz3S5YIsbP!nVVt!+uZUR@vaVEMAtz9Bt7bUde^RY615f~+_N)4s_A{EF<<+Yp7}~f
zp-1PXjJ%SLa*PowQ9k9KX(rQRm^zL>8ToyP^eZO}7)=u6j#`4K@GK$xCUb$08G45m
z&j{u7a!?%S9NiY+#e|NOgX8D?Zn%s&dPl&Msadb`o1|24Z<l_{dk+6~AF*~UHBa5L
z$Ao<CJVjJj{q47Csmd#)ecUtYz8q9{{{{$`2`|8(2@WMuk(ogSZuA<Z**(Oa*u16U
z`=%q>@-yYv9V)*D8=$g-1Z;p_DoJg`1^9UWB9imOT38dTZg4zSG5<(zN1ga@I!z=0
zM%^aOsQ(oj=VtKauCZOxr+z9^ILNz25e&2Oy|u7q+da7BTSsiIbqR3IFCvwdKAMhk
z+ZSK2W@5TzkmE*I4~)>e#A!iaTK`sd!SJ9cIF!gXgSwGm<IH%4_dOl=T4nd;e}CKS
z6ifU8buyq8sI#{!Z$v<BsC`!w=KJIJHgLZKg30|dX9u8!MO;v>o_I)p(LtCZYvkl*
z5b?Jn62h5#CrKej1IS9l{mg1tQ$<?YZUg=*QvW8VdNT1B@=0Vx{2B5*f;B!4M-F5}
zq^^iA*dWt0p-y3TGASm2+8~RoIjmgZ7|$_3(5J&@%$PM032zotf=V98sf9MfZIfw5
z*7}_Kp!WU5PMi@ZAN!zNTtp9w!;`HQX6QKTlZxGEwg^P;mplA~p4Snc{ruP1={}-2
z62R>9L@eNK=g+mCeQxCaze(xS-+XgwIPwdH$}2FZQgV~Vn#26{Pc$}RT5IQt=AUUg
z^%o22RM@o(yAv5Bcq6|IiV+Ptn<T%v5oA4IV_ejy_skO5W@?9#a=t0wmT#)QH%v*7
z;8I{H9TeA(2ci}@9k8K%ZT*3YI?Z?1rS-Fhgsj@LT)aTM!-ltIRL83|dy8HTUhAH#
zIb(dkV+j#mYhj9IzO{7Hb5_(7;%VM@R+4`S$kK{yk1{#Mg`vqbe~o$H5TLvETQ}rc
z4JIsZG7RW^9L!JG|BfYUzqH^Zk-`32K-F2N*KX1&hLj$AL<l}VQP;0g{b9xcAp)I$
zZxe^ai4H&g23$QFS~eWzhw{%;B5XA`+o2#EM0*~nn9@{?S4i9N(6ZUHz}nH$-owqz
z)n;$|a(aSrbZhVu9beT^JccSB!}eFT79X`16OJbL#<V_J^!EL+I{a!beXP!Nb^mkE
z+;`ZY^g}Mh$H845Ai}R&@;j3A8I^7tC>R!-Zxv$gNTK)o?e)&du#5Hry{)(X_TXN5
znD%GBHcz*cxqdOExclYQOfM3detmPoes_-PM`oyCz0b$~6(BJC{kNHg2Uy$VgMZRr
z4lxXsAt6SX{f?owg(mDtx;64&>+u9lBGzNI^NaR~kFV9~?NxRK`*j-~cq#j4Uu{Zk
z)Oe~1HT)S6Rd7AGtUVXzj!O!!T(rUMU_1=EplV6edoiLhZL@Y}<YRTrN5Ra$X5!_~
zB=plI4HC}tjw!RZOVkDb77Gd&*VJ0o)NZTpj$26AZVT3KPY7G7mc$kq`@p@bu1}qn
z2`meqI@LYBu`(E*@W|pkjxCmPI+~aqpP3YpQ6-1r@Z)UY@>58OvNi7&`QY!A`H)_b
z2mTk<&}cI$X}MO`|7)#gz0R$s_-kO}m_|9PdNb>#+O}ZXX4JzGy6{Y9Ebgn|=E5Z3
zB=cp2F?}d>2{CGv?Ei&FJ%fBgw@p7@FzPa-j9oKXJt3Lj>umzQ`iGCz7S>J~lk1&3
zK<v-msbBDGE(#?4AvK&?{yjl3KUqKBWAiQO4^46F3a?qivmd#1LUX!ck6F!|vO?@t
zau3aIsK1-UfBBG`h3@2vcIe7Hj+?ZXiwSglg@0>Tk%Mma_V3Zf)T35>1Np9tsU9HF
z@9yn`zPe1_&i*cMp?B!|bn#<x!=#RTL*1U2X8%lhPF1y+6ca&&(@lgUKYr|jddxyX
z=0bAfLQ4EhQnDfN5c1{&lhi}H?wuco1+GPqT8mT=z38W5{O-dWy%_Dvc>eSgQ#Vq_
zLrnj=L64wb|2z7J;p%(D-XVSC`1{`Hci`;OTvwaWe{E-Omj|mMuDEybCP5*a+Y(#c
z4C&!I$qzu-NYt_vh2c^5Ur7J?_+qY2lEZYMCm?(G!d9or#bxQa(H9(TPna07JP9&s
zt7yBJ+mfTds4r|lkw`J(ID+^nl*m2;?Lc_sNM!GXc0#Q_j)D>PJiBUWz;mm|cXNXt
zIi2`j*1O@=yEC7IJf(q+J~QqbF{=B&jCyw$cPIxmQp)cN6x11X2?@Rex7sP9$JgXK
zGUdlL6n}MS{G00_n&<Kdx5#QkY;>CdM$qK7=T*b3m>zAaWvMmCtAS8x=#c}lg9Cbk
zL!458#x=ej16G5ZX_(8R!QJV(u538G#_5)|mQW~O5)xB~0sCz68L-@D3BRur*gSl4
zJC*Q0IVfjjtNL9Q{aGwE{Dp({_G6>w=@Y&c1Xj+%eLJ^XPwky0=49lsLjRCu9dp$S
zuP}{$mWcgzyNtcQ>b<(CXZIQu@ZH8>BQ8Q8E%(PjH0PtZ2poSoW`{n1|14IHzMqB6
z%*3-AfF1RHV+-VjN-M@?;VZPKu^GRl#!G&Sr(7Ay>Hm^aTDCe1S63~Qr%0Z9^dT`0
zC_5@YNC)bp%tI>BMwe`q&{?6htetnvZQQSZb$=zk@VK9u{2d<b19N>ohcjFzu9H)G
z1J3FcO3_J)Cn_WLoFKf1=|wK#$UV&@f*e9e98d>ydp{u*uUe~f1+bJ;FaPKk3i2~{
zB>+9Kz?05)^eg(Kdg?2M0iPO<-ZXNU@%!T3gIX?bg0QHU)OoRTqJ1m$W}GVFlr(ZF
zsa##M3G2E2g!X+zPW@pgzXzaPC9jHhIV|-pA2cP+5j<}Sy1Y3gG^D9@QSWR`FJ!t}
zd8MOb^TP1m3m>l+xE#FAOi#r{p7RKr+IdVL2=%q$d<m79i@ocrQ?5#VigRagc^2-C
z@)2tmmq}-sn$>wM^5kf8!bNk+UIWNaWF&i;u(A@f0HgBo5sc_qB^;<ispsOXm&W1~
zwW*!s0ZvbAu6tKBD321jPZh-_<bApDqgm-t-%;YHQ~Gw<Z5`uG-Q)JGXxQY-rMt>s
zJxRc$#hS1KNhP1k>3z#8NHWs+vIE%Oa|2a^4Kv0kkgr}2c<e^qmkm9*7@*`CN7g72
z4`BfWq%pE(g}@z+;oU8DLfdeh2mxzX_21uaHTmR8$iSor1gSfa<gN0j;|5kmU`#+o
zba3LglBVG5(v-NG693$A|CZ|J^y=pFxHM8GcsLYQ*)5O=!Af_&cp2Hwn1lvT+yTjo
zvbBdclx+Ky`Sf4&$T3+gt0i2-8!*P5<HeNlR=wXov%hg?agaqkQ*U&$bF1Idbiq7c
z90%>_dDprC4B~0yJi>mO>>fN!R?9C9&(h-ar-J3SA7*2`s=D4;&`4lFM=(ekDcLMt
z@Z5d**;IO0eu))J*FXK@J^i3{BOpMn2yK(%q$R=P@-Q)hR%y?DMNt^U9`hZj1BMNR
zVml;frX>5Pm^-GP3{O4j0iHdn%U{eQyWYbaV*AQfR{<uK`O+~#lBHJx5v>GCNFD3q
z6l;zL#hlWYL3KIJjm>4@d-QkhdGu>$>o}<PxWok9V`*GGVBOJy<PSL}B07HY7Jmal
z`Q$Du@DifAgxE4g!~CT9e-TOJ;AWQ)y~Vc#L7^c3ELM1>{X=x3pQ@jJUxyazNzjkH
zysv?Qc}ewnCb+oUuKt~-ApaaMOsBZG|Gb*b=F)23vHhF+2F`cQl%Gsgd=w0s&B+zK
zb>*yuAFHxX2-lJ6Gh<ln-S--o?xo5Iy4sA)H8riZxBf;~&i2WYhIGxD!Y<f){7$-F
zy<VYBLgr<PX1WuJh72@pb4;^b2pPlr#&OFS;U_VUjLvk<ahm+Mrahc8B%2TtB-=f-
z>}hgR5$|(MWuebu^iI0|z|TPHAUxJfle6EERH$OCF?LBI2?^Z$n~*DXK&|`Ng!{+7
zmHc7+BGLR1JkT3>$RIxm^<Q@rS@M>Ddp~Xmi8He{gk=!~V6~P29zv+E)aon*H<_u`
zH2exEU41o(q^}YZ|EP?H6%dkOm+{VhUv*(*gMYGaAkt9296ASv&EqxBwc0auhvBu7
z3A<jU0k<Uqx7L#Z0Cr6ZY9E+YD#@0`$P7o3X6vLvFFV>k=Gt8mRKyv7!7xpgX{u}w
z?5l&At~wtr&I!zRiO>Hv%gkLS6Khe{n%z|rwm%LcVlxu8=9uOhNa<JHRtPU9CgwUm
z`fV>=c`t-EN;avdA7=YmZ8>Fk^Vc$s5*A<>w1cs*QENhpwo!(`ojaVCK)g5THtS2s
zG9ruVA|l94<Bg24sm!U!(ni}&oqd<^VApRXoRc=qjF$)WKI;S~#m5i8(@|2uTgDj<
z(v=-#rI(EIWx8(C75j>$FT4noJ$!ol`7T`Y)3xLD^C9FhYjV7Qh5hrB_LV#SkxCGx
zd(f8O$r{+62s1gW%miAVsNxt<m+U@%6My~q3Nm?njTX9nr0%o+%)jF9QR>kV@l{)t
zuhfwU9;nJ*InBqN?=37p>u}{|^Ot7jq0Fd#(v^q2H^{p{mF^G=+yyUcNr#hY+SDuX
z1k@CePA!>FH_4AQOvw^)7^ktP?01!;Zw%JF9((y9#a9t39aHV{1_Tjh9*g<MBPp9k
z^=;i?53GGQf`<O1vyJWxddwHh*w_~~@BaD##+E<<Bc3vlx6A2q7iK86DJH4c7WLBe
z5r+Tg5Klh&Wc51chM!AQU@7EZtgj!q`n1d6`~mG6c;$)lTvEQNc&BS9EgCG4`$*l2
zaujogTwzW3&2ofGJHFExcF(bQoRHf@Fm3vWfELUGW0t`e0u=USN_!|5JYA{w2i<I6
znfN*zl;RQ}v3HmA@MiHoEPKpun#E&Mz-(L2eQ2Dw_VN41`_h`u8MpF8b4$P5^S|Fc
z16s&}t`ReJTqcLtU(rJ|Ri3|9UQAl_{G>_SDixK`h?mex6d6-<`(C`|<<yUFOp!9c
zlxYfBw|*4ZXNg0YP?LLKuTS%S->b@37?V4CbM*wS<;ii;hsv3*4DYt5^mO1Vd3bAS
zq2*=gb8LK6JQhAd>(kfvN5?t8VeKO^8fNY%_0H-sm^E}DCJ5KsipwMhcC{+(o|{1H
z!=WIio;04GNU}^5lZ%Um1<netKCijw;TSi(#<0sR`b;NI@@=fd8+Er<@^8A{rA<eR
zQa7tr8QV^`K(M<_h(s1xAEB19#=S!a!4Z!W-n$ujgpZ?qEk~4bU1$m}5<ZY>uV>nF
zv`p){<hN|-Y2VfkH*z!7CeD_Ouwt{#=)IWfUISxHh8=I)^jnvj(rv8N$mukC?{d1P
zX7$x(PiDr0)MP14*P71V>R4;<dke-d7s@K95*eZ=mN^$4ZWjw<(R?BLcBI1pXl<G&
zjeN749LvhhvY0EHxN>XR@{7@K28M6Fr5)AB`s<E=v<5dHMIV>SDqrxP4|_eqUN5iP
zS+rt~W&$!ZRI&T(r~ixwv8(HQNW($Q>ecDLOqE;lldZyHh;MrH#S~x$^KiZak_uQr
zl*#NsFJp%?+fSAOwif8zes@Jxgb(AqiZS}Gf^oAty*ZIR1cnvH{i~1lyN^MPvy11o
zEfN#gbu{ygDMp_~T6R9V&AhqGX*qvL`$#CU<s*-eX69Y>qZ@b4o|@mMGvPmykJWWJ
zC(PM1zh)$HNl5C(Vd_Q0M$Ht)HMXnR&HE?TdkeW$1~oF$zKi3ss!FZ17f6}2KdLJD
zt-_K}=$G*|Gv)iM^zTZk#ds;8(9kmW+GiZdoK~DuygzE9q}voxay3!E+6i#j&}I3j
zx{5O=lLDPjm(8v5v$buhDq^|*RTkGCD_gJcPKHlC21J_yX+Z8V=cAL(*Let7xcq$G
zUTz}z_tjFtUqJ@#Tukp!xJY;m7)~B}ADCW1Iv`cZunB=UqWubR#V#SZ1Pe>0bom|X
z9&K9L@-p2Up(DaUxe@5nT0$cJOOPxJ;n@rM5fz#cnKExNb=xRjDRCE>Hj-Kuv=FJo
zT}C|Un8;SmeFt{4&qY|%?Rp#k0iLk#`*}6qKy1IQOBC-os9p$z9q+pt$UUrJ@^*4x
zTL{XY+Pu#EayCrjqLN|dJ^I(Vu>3&F>Fg}{H@C}r;>Xt`+EiftCx(WidRqMNz9BVI
zkZN&2G0#8!uT#mHU?|=T<FA=Y!-}EGa+t1zKHF5+3K)^Wa@*vT;ONlI)Xd_*81*IO
zGaI+6JU4=d+xPP>)nc8rPxJ$=dRx-t8HQ?c8^zIO1Lmrmr|iMDs**o;b*9g|z4gD?
zEZ7?_5G^4lo1XFfd~yL9!6RP9v92LK7#7pM3@L{_Zx%k?8n*S5+Jou-G}mmW<I_e!
ztSuDZbIUTkw-q)J#&?mkGS_wJYmT8<r@4oh2_a)<Ou-Q$ed}{2%F!&u#>mFiZ1j78
zkPmHt?BHPHaN;nAPl>k-!llHUmV`0`J7sbo+&64KF;G6fk1F^?AP;M%2!Ewu{pUIt
zI6nvqB&ub^KaS_T+#!nbS~j<<>g;mx&YJ4c#HLQ-`A_1zm7|><e%1s&p3>A*i=()=
z86q-)wzkp$y!d`!@B)oSzu{t}a$-4z+%%RS3F9GSV(0LvjcJ(BnZP{Lf{l1>8QFVb
zsw{QFr5-U7nJB28X3TvvrYMG>7Puo+x3Ai%8K|mn?tZJ0$_=_5f6;7xqG)at^y8uA
z_yFT&ebv|6>DObC6S%)9CMPb~@7i6j9s`lu1A{E;=F?wSyWdOYo?7{M<Ni0;(A<{a
zKH0p(tTvzOUfyCG*RBk%gI}smWO~VYkGHBlY>^gH;42Aa*PIVvIT((4AUBx6vmrx`
z|14haK4oC21R)31L`fQ|8y{HKC-cpWnYcRUnOt8ai&?n247or7^nPp*NxuvUk&Id*
zPf-9KPoUpZ1u5be)T2zqMe+C=oFFbr+=m54pw}9>a%}z)QcQv3LE6!s+=|P%{c833
zvGr{IX%uW^4ocEEQ0A8fVQ*=3Sm6G=bjpFeB~a2A_f~N5{AFX}0r!dIT4`W69<y;^
zNVJr_{e;xgXFMoiD5FS-_d}r3>cGxZ2x7y)0c8ONC_O^K@P15p>9=?RV1gLAXPgwy
zmnfDl+1Pb_EQ*U=N){7<SK(h46PJ<~oRRar_Iq++Lf6O773JL8j3f)RO`g5|=-XuZ
zu9Fp(h`4A<gxK3O=Xz1j5{@T19Fi=^4YlEAaI!HeE>Pb?UiG;*%wR6s_8)!k65^cT
z^3#R$zpXX6nJty2>0Wv1Zb`vGQJxJqyB%wQ4Z<exeq3yoTuLuMR9ni)TPi8rD)3*1
zxKQ!AP}z}EA(W|*wh1@}z=2rH7;7SohV5;@2&OTBT`JW!lKjrtx_W5X3<v=8pt}s&
z2d*}N@kR<58_q*o=yOrNXqPa2EHlm#EDZZ8to3`CB(K7vpOh%On^>>=v#MhlIj|tm
zMc7x)TSJy<3g%+30>&OG=0;HmKNuvLO!mJDIN)MUry`ie^+;)bz5~oZIR#sJC87U^
z2~Tqj%y9JUa`)?U{?=vb*W-AVx(p>z*L_kjXvU0@nSZC1Mu?o|dOgFfC|1%ZTKc=O
zq`#qb0E}4*T7o?EWk|qbNRTr4yWUvB?W_q*JcU4)t!-3>UQ8=pFyc=;#v~y7WoYap
z1|R;vGo~dqf0Zm!lZRcMUP$iYNgoFV9eABUSb<v2Bzjk&s2&VB7{No1SqcX_IGlir
zHa}Um20c@3$3~vW0*3i-W?vg1G>2#2IvCx&Z#^fJJa<?md$LG2wn!EtvClHkjOqMX
z5r0MI89(&&C9@X6F3+iU>TWsz#F_jCOz+cmN_68+-R#G2DO?3RuL-!EPawk2?o;XV
z`)1uBnSM)ak=anMnRi&BIPst9;=3nB4k0S<0(ktOO1O7Y@=RYTaZqYnFM;R^;_K!K
ztb_+0kkS}TCrA>I^qqi_oED{~DR)jj4FQon+`wZB1W8Nv0lcxVfq7p=i9yV4JdZf=
z%w6rh@2xGbgsg#hxp0y8grjcV4S>;1LtSQ4LxD6InWP^i+Hi1u6!orw%jEX@t8#X-
zSl#;JjHZXNou-?PL=y6aylao#1w+IG$z&ndooQfQk|s&GNCv3vxa7gGrE@>O5T|W+
zrtuZ}!2stK@zvEC4Iz9<mJX8QUiP=qQR%Pf6`~=VAt*OIq%(rh?u+Os{mXWk{_mfk
zcou2X5RpqEg9#{Oto`qioBBl0xF*Hsi1#GGf&2sl1ox@m-~fUNGcczsPC%uYcp_r~
z{Y8XCL=egz$)t4Fr7Y#KT;Pn#1XG|yvSNt+eWj+s_k5TxApp+GP7deJ_&dTp+qZih
z=Q4!$!K$cOH<Imn3c{&c{J=DQ<r6VRwlNVL-i~(oeV%&)ljD|nt>vEZT^c}iq0ptB
z|G7<}f$cmm_C5H6&=qqyL`C5LMyppY*|@b2ZcAk`Tu(2*5_nR7cNsC*kE`l@A`E9Y
zy43sSru(8XHTc<s{ko}trnyZWASu2x92Ni;*Ker2DD$RA?WK&ml1^-<YH+H48u*6#
z&9gwD1Ju#qoV&SMp^}t8@IY?u&hLbe2?Qn_Pl295(qg62us#fG3ySR<UPq4G-05FJ
zUQ&fcODxeGZLOYgE0<9fH8>0++cC})1Wzwf+jo8o5BNdSesF$(-R32ECza-`1mzjC
zRX&8XFF`Je;yEszJ#nvdBo9sB!zFDnU3~2Tj<JQw2CQk9tv57DhP*hsD4oT;#DG`(
zM$)7Ig$P|HY(iVHM_ZkC0-Ko_u;RoJpC)6r!Imm^IrC3zm3>q9I4NJZAil~L9~wry
z54r^i>Wrb}#yc}WudyVyAIalvtm|V`_9ZN6<goY05B`i7Wr{beU+zlJKQFr;<9`u+
zURkE<jv?Q8cP-!R<Fl#vI&AW39kb`^1MmE9y{%oA*L3zO$&mfTrI3aks27a^N#x2y
zePZzzoPH2vC7ontRPG9gqOP-H2=PE&wuC9Y$oVeZj$l`2x>vU@Figr%5Nz{QeblyF
z?-WE}cM$Wof64OX83xRQ2%k@5n)N!y4S>(9xtK!Z0U`*XeHju_b%PDGcqC!`D*Q11
zHT+|f83Ej50h3t)hfmcc$dEYN%!0^JRNU9%#^!|RxPaJ{)P`?gqCREic5rFOpDk+X
ze-qmya)c2dMa?#{_>9cn3z1QkKje7zTrJt7{t0__>DnJ-mq|AOp*R`G%|Ip6SZa4R
z>4VbvTv~YW^7DS}aEf9%)lxG5TZ2*UxWCDXvuW<l=NdBWN7F!S$x2|Clr&|p+*fwF
z$u!aNuO2_B((YHUcpgWSQszf~EzB$*Zq>>3Z7AOQ=+s|3S#AB;T$}kWr{VOidcU06
zB`_$p8s|`(z~29T#&Mn_?vy3eQn950i}k|&PHBvdA%}b%i9GC6*&3E0sG|V?;_S*V
z&RxHM?{CBAZUmpO_B-3sma!SMxgD`R*%x`w45ibd3`E*95gb-D`F}3u`guL!H`)Rk
zv5+6KswN(vrRks`NrK<i@;E+4d<}o}2&cQE4hTZ~{gySmks9fCTo4c*i{K-=@MY0=
zmYi+lTDNklCtcZ$Sq$yxxP2iOo4uJCh*SxY=MqnV9<SW7){tBa#>jI?da)Br%%E%*
zUytWOl*<C+cD?W)kJ^f5na^i#o-?nk`_-Jrq|~K-WhF1gPleYmM5sw>zeax6GTbX|
zdp7BF=ZKV+Y|gw|=}o-AVqJIs{TsseYLDEVEDYSaogDu&lDO+VnaQ*$#9ptBeTl#D
zb#vPcf&BDszFYrtVRyT}IMg=Zbd)GIbtjW&Fb`x{YHN^&={U#B6#%ohS?IXys^jp{
z_2QRvFNr@_R536My~T5(mhDeoU@chsS%uh+Vcp+m%VLj3jia(EjIMY8Nu&R!aKlKc
zKxSg$@VA0N%1pPnU&S?(@KShQrSZISOGDgo@Ew>K?gh-}1~P8^694@rohLGtE8O>O
z8aj_Hc2q-QMdQghTT!UmxEcA@wAm95_may?js7t9hd3H}O5gG&c~yPiB_9<DoV?N8
zSS=~*{W}v6XU5f~sCA!kxe`3XuOSU$!Xd~Irbb$G1w+F&l^^n@yf%EA*!q#vd*LmC
z$HZG~K`qAC8vm{SucoKs<3tXOuPRapqya;k;nQ#ahC<YBmK+|2Mt+x&wUhRCMp`$p
z5^8&T88!S2XPI9;B8|SFv?eA~R{31L(m9DQNtE~#j2~!N!9i+#81^fv{!m(zF=>V@
z9db8JgjnO@fpSDXJRmZj`ml3if+*ZIRz1mRhyG`%!2#u2HdeVc5^5ad6+4$SoGK{J
zICH1_yAd?dwvh7Oq#BXdwK9H`HH626KAFXjhQ~x4xzgu6iQ(%82AVcWBzh=FdUT40
zpzS#lz47i}>Cqw$>q1QcgX*;&;zCGb%cg!#>%v@dsJx)$0cnEvE>}D83X327Z~kV9
z;-iw+JzR<}xxyg>;lq@hpQ+b`%=5L=pT9|>O!Q%6iCseYPX+Q`z>bfg&MwC;)fbMH
zXFq-(`DF*x{*14!D0RsS8KOgmka927eLq=fvNFGnUSjo>UG1!U#5kYfY%l+I`n+Bu
zHTP!-urh7UYTrj0rZ&F|Fxa1JdiLqmd1hs|;q%#XXjI1-+I8)_ZB^4x@Li>a_h^sQ
zzx7YipC&)l^>{o2R=-?D+)^4<No9d>Gef`q061TgxZ0&?e>1(ATYP-T>y?)*f-jbX
zlL+nYa6C})@rm)o-MtD-@II)2W@;kbl-cdl&mZR!cah~D4P_i0XojSSgHyt3;P4=N
z(odhH-Et#e2aU4$a1ky+2qnqP6__Qc?puSEVfr-*87dvXKOF%2S!U46$pIfkXt_6e
zh|Nr=-lwxFF6me34<{lDkidu2Rk|Bvfp-f91Q!Wx)XCg9ayL1XkoL@2RN(m2O8z^k
z;IL66*+0IznM-@BN<H`77gv*x>W%C-kQ|^Yon%ytRIO!pO05Q(bG0mxOHtR~it9{~
z^^}GF{mu46-nyX=Y2=fjY2aJS^D1UPtIEra+Ixn0keGTwmtA0ZptoX|bt8@YuV6$I
z;;3AXZvi>{8F?pK!+7Gmak;Wdqb<9U$@z`6tM6Wbk!dovpJsaeU;gXsw-3E5n>i^A
zDIHXKaG1sWRu0S@MB-@s5`e=PZ2{8@28A3lwk)O>{P@f^veb2ti1lNG9`|=rQ<^yO
z2!@Ap>UIb6*eFqdP=m`{n=wnUNgGhak$t09P>bg&QlZvhB`#6Zc|oNiO`%3W?cWJ|
zn}_C9gX5#5p-R#*4S5P_Z`lBQKujMr5Y9f~=MT>vefT<m=w1|8_=|fROYoH?$~8P|
z4>z#~#H?_@*q{ScWHOmxQ9#l2qyGS;zv)4!66a}r|7-HQm{^2aW0z+tJrIvk;m2<|
z3|Q0&GzB4}c)F#fF<?=oR0fqu2U2bAviKMz^o*R>T|rXL-GqwN>ai>p*b~fcB$jw4
ziEWztE>`WW?>OBWxdkLAw&K=u*V$LORC>N;it4$FHws<Z6aE+Ap_fRy=fWgr>bsHM
zVs-PmaBn8I`Mn}$BgV3?O{WEP8Dg7pz#L6xUB&~BifVRte)s1OJ!OIoGsd6FC+1sK
z?1y#48q*yp$cTfp9uQ*;sL~J`%|bXnYG-2_XMf+GO=#g`O&T)j&@e#b>CquhMQ)7`
zA$Wj;RIXY(tSkzEyP^Zi2?2HE60(P>>>Z;xf(<X-8RIY00LRYHbFW}G9RJBa9le|c
zmk{5dqJ9XF1jX&bz1w*T?|1Rd1{5s@NtmuTun^XR^EaPdmwBH;(#tkG`L;G-!N%Ci
zMJ3<IT^N%FR9#y}!I$X9!biuxz?t+vd4keL)6Z9`S_`D_>8{AOgfJUie>k+pHn`SJ
zh<lDx9RpVII|-=uX9N4hxM;;YX(oQ2QbYgI05CW5`u(sah_M`cS+BT|Krg?dPS40T
z3M+nzJNREF$g(WRlrIS#&@k*uoX$WU>NRbiO$@p;;Ztc9HGU67i9+@wS@xoG;djQ=
zq#Ll|z^edraeqV^#X=bzf7!G{Bklp9dG$)zs$5T}AItUA6l0?Uw=e;j-f>^Nn}2#o
zCK~)myd_t?c?IM5t$em*+R!^j0;Ptw=>UlJ4Uf`6XRxx1S5&P8iIBmm(4Nbmn5%%s
z>Z+2QR)HjBpH<%gKnoY}N8|w`-Wx5gH(Dxh$k@KXp^fk>CceTVzhJ1OPN;887bc*2
zMI0-wAeWHftM*3Q0u2MWMd*NnMgnG1mn45qsHU)srm*lDT{Z|BNc6&L6h#y%D>X_$
z)DaV#5DOxP21>me258SKoiaK8#ybR)pWb<i(~Hk*@EUTp!{%Ain#aA2u}t6jN{w@~
z_W`uo-cJuVMkqAW@ZMK?invC1_48<3d{5T|hG~5UpR6Nvc3tk91wwg9bnh3IOXmAf
z$l6*AK1P;{dGE@vFQmq*{~kYVaz?#(IR6nV5et>7l7j!Xh3doi45_aa=)fXjYxUXP
zw0?+d(;ScJz|Sv&YXkSKrkip<Y<>$bf1oH6Ks*Uq$78-+K6Shk@-_0f3`!O3K)#rp
zqpzxYZex8PSfdZJluL#BhW-#TfpS1Ws4R6jj!Yo1ZDR*M&y~2WaCj67%twm>d*LNB
z-G#ueLb|>YjFDiO8INGp3c%Vrx*fSjP`|<V8H~+#OR(twSTW9Ycw8$<wd>V^pCdr~
z22LA@BL;1w8}(?@W4oIr)nUfgGGm3Ap*}_POZs(-O>X7#Sh}BOn#0=z41ivnR3V&%
zq(9<Eu6?YY8nbUoH!MmRehwJYU+%PCb1^>ut&$Qx$>sRy_-$jHDOaaVwYWIk6W2b2
zDVgilGCa%i*aVB~(Vm>%JlgVV6JZ(Z<+lb<FK~nfdP<K%Q)HLsf$Ovc{%Xw$Ushz`
zfE6)~^Zf)?67j(rrVrLmhLw^LkH)Vc^m5X8hLxmY7+~l#W}t9|E761k7AyYelQg@L
z9}eMn0Q9#=O^E&a5EM)6%n!B&R>$>A7BVzcFO7)?YtY4*bf7I81D+)g_W7l&v-jfO
z#EhzlQxrn*xXJb}#T<tHj{h?*pPo~<@QbhI5C+wv+K@54pIZx7vG+HGXNJlzj7|ow
z6ESH>pM2t<ie7_)K|}`rYPj!SaTHp`=0=Ipqhj(zzJbosglk}2Il!>P<7h+E_=iTa
zO;MyA?rYF|ySZBN-4~m7R|0s*&V1~RxBnTe$p36lHn`@!CihLBBe@<VZij7YDa}WX
zktVm`XXrM+Ta#3x6q~UOfg!6C<Yo>QPssM>pN`xSE<M)0euA=uJik>8B5&mXE9EAZ
z#cWSjmJ`z#NQ>#3PqQ(4hhgnN+B=Tb>-<t)_5UbL%??X|Lts>kWCbQ~mW53uxq?EJ
zSb#9-IVwy7-PP2UXD;*AJcoXO&Aso~|6R!nsPTB^1KqLf_0IPXjf+o%Q7Q%2^N&R?
zr)>zjLNtdxr`+j@&LS3D1xyYb<Cn9O<v&w15SOZa`80%_)Q**$jQL#La{AKlEb;d2
zA~=OH`iD59U1rKw8r@+M{h^!CxT|l`x~tJd)c4te@`QUXzXH}9Bx3wy)5nv1NZ_G6
z_Z+Bt-*d&i=ZgO_nGtFAIs&Yf%`H|X!gs#|X1;yzuP)8b@pmCA18dHfMJ*q&DIXIi
z2Y)GKh4?JUg8V#&_zev!m2TI1a)5au<n_3p*A{>oK6H~Gt~xL4o{V$@`QQ+T4yScz
zG_SSh#LMPey{Eb_rIl7O0Eu4F)Big(e67DQWOQ0Lza3zE;3YIJ_-vB6<DQhHIPFgJ
z#FR&F4fd_zo=m^JIpDB5PhL@)j$O=|@P3#au>LIfFFw@AvbcFs_d?EYBGDqn?xGe4
z<j``@mHslMI;@dpbmn^HBr0Dj;N5N!?&!+0J#3V$#zGz_U-zNx03s^vy%0aIdgQpL
zUH#^P{YA@I#?5=64aMUi+T|bPexvZbk9Xy|sojF5{*2W7Whtj+W5pwT{cRn2py7Nc
z!kbh(MDLTbGwwNhZE`x|Cb8AS@#JRnv#-a=*1y(d?1-Jk-R@1|-R<q}9rj?~x5f9u
zcd_N_Vv6q$Yja*P5swu2K`(SQ{ad^_o@@Hq+T?U{BPP<?=Di=nSAn(PJ-!g(_43`H
z|E&FAHOcY9uUG_cG{(*3GQ<h|FDmoOHSZ=hJG$aVzir3XW9~1ypyt5EbEvd#NBeOC
zUn(~f3{)8cfD4jSI+IK0XTr-0*9$YhWu!cQox%Gm<+ozeV3_Auh7*pPEm<|K(}2OQ
z3&Gq2^B0R^3=VwYZJ!ToU3*3H&*T|5<y1Ei>A$}ua~X5FR^x0tNM_gfUMc-j-C#F<
zD9QE8LnjGSxz!yI_w^>fI16HK1sfPg;F7<IeL~1dv6PP!O(fjTxHkM}V`vihJ5CrC
zlN1e6h6rUV-bi>s+|<xRyA;KLKfbowKK7i_!)of|s~_rdOWEmjEj~?bv*Pt!(6}zC
zS~CZuVL^bl9!u@?os8$4?AZwX&M(l55l(}P1_$b9X%O4H;Pl}Z5xkJDBrIbzem*GG
z4g=h1SfIC4*X8_#t{Vx5;_Y=R88BKlKBYOu>tJlqahLMOfga_N>6`qaQTa=w^3*Rp
zhAyHo1!!JL9QvU-EW`U!d;cWkn#O|8=v<_Q&Jq_6BCLY%i_+yrpo1<yt_)6Dpn{|h
z;CAdDMqgao==VJ&=dYYAy$jmT6zopSK2PKh_uMd?NlDLJ72oDGY<y5Ziz+Cwj?&bo
z<KhzmP}!y8`ub0_G@oi1dKJ`XJr=2XDv^JwBQA8v&M<wi)^>t%5LtGHdk0}hT0ju;
zm4217j@4%lRcD`n8Z4Xt{M0b8QM>5*v^;XUR`QXJqRi#_TG2u;i|eCc+laZQtG;v6
z<!oy*yo%|XS>Gwg%yitvxm)qi6#xvViR<HgdlDUm!^Mnx3yaRhbO4Vz|HDLn^fj~%
z?efDxNKj~M;*YvI+Y-d;iL`@>q=^r-4xmR%F?<^$<SCDRrDF{AerJ;>`Qs$of>6fw
zQudA~0^MKkJqZNn8eg1C>9;yMdM`9yQnInIvhZ-SaSZpegP?e8iRy2B!)ReT?@vDV
zD<*9h)$7nbzOaYtZr7OGE`5&?o|~$e{qe}yAS<!0w52A2(59g-F0Hw~vK|N44ig{U
z2Bn596ZioE4FD5G>4&h7ApNKhoB_uL$auasNCz`qGh9L3u+<VxGvU4`jOz$>yj$fB
z-Lk<-spOA7*(=&3=+yng@g}tNlRZ@|YQIx|Wpy(%H(&L)g`xP#z`h%mq7CLQ2kDJ<
zz$$+NWmd(=jT~Z}x?9b1ZizHg)VL=P*-O464B}cT6%f^dBHw6qL2HC8VV*JF3ktv?
zi4sp?Fqv)R1q%oCjb~gDgTkM0JRfDLYad1E#me#YvrwCn14Bw&D5pYqAe)U6#Zwl-
z2XTR<uVk)uJlL3HcoklSu;s~7jI$A2#RUC<z6t!ZMWK-krI>`nW3rVtv{_C#<E|+C
znwi`MzR-v1f9vLKi3G!;3c+lBLNYiqp@JOHCtOj?CA6e?u5kKJ`ZSrecX<DeC1mh!
z6DDRN{~muSsi!yMWAz*WBKnFZ)S~wqdWri%+MD^^mZm+^)SF!@r49@@Fzy5nr1=4s
z6iYu568&cFij&A+<Jl8l{QEvs=1)is+`XMh)wR`c5_k>uzg0Y^rAw*z<r~e$4|_sY
zNKraLu`3Y$H(jMfS+z(ds`NRPIw2FlRPC0hrY9XidU3D|@SKdc{<v*YIhg%c|M1kZ
zuQ61Z`vQ>tZiK&4<Gu{en4RS<DIp_z4FoYBKMr7f_+Hjh@@@$T>r=w-vU1i6O7^k~
zR*JKC%8NI0i#JO1Hww!)D!>fa9|z9<YSCGi5nwxBc$RZI12qsqSOPpGt<4Xiye`<J
z(g|dO;rzqtfAuTIm$*SjOqa}qe^b(Z(ZDU9^^D+m@~seJncD+8koACI@o;$H+2lmn
z5`x8m{0_chRtt+0-ebaaIzJ%3gWC`Q1uB>hwFjMmurAzO`&V2@b6)6cdet3pwQ?;<
z@>Prd37F?}7hmfxQsl8gD%|urUg3gFc==2^SQOnAxbYPp$Z_gFv;w$F5Gn$o0%fZ>
ze=Wa!FSnco9e@=0ttMLrrRVh~z!+yyn`O05N->!7`I7>H1Mh&?o|o^3)b2f|zLfsl
z6m&oqlRvDYm~QZ`u?eWy16->&<)oeP|9Al}$;sN00DSNH-I7caz&F4R16TyLN{%(p
zH%z?e2hQ07fv2E@S-3rRl+(AD(l=z)2e?7E`wYX`53v=(m-N6Z;5j<v(N?q03#lou
z>&c#k`((Ef0I*`0c1*{ERHW#3$sG9x?BnZTuJFd!$9hDLJJT3xU~OT=`5a)F2Q)Xw
zHT$!u`#tUB<oGRpj>k{d=Z#B@K~yf;1yVADWDSAT6;Y^;8gQL^Sm_`IN|IK_FCwtH
z%zB9fOG(*D(WBEN=@3<t_U*L9i=p^<sXq+`Jtk5kqV0^stpaKy$Diey=RMqp;t_Si
zX%gZ0sA$Nk?@?1yuiabQ+*n;-L!ICEp-Y6ae_^Ze%c)HImKT{^T@vwKIx9#sv}S<O
z2+8jo3L_&p35hIEb^2_>J=;{uVq<6ULPyY;uqtGP?H5V<E81T1uAm8az7Kitem{44
z#!ZC>tYhCXKrc<iA39*zDBxrk>e1=o4d#c0lAwKl9~K8t!D<@?y379UAX6~HBe$!G
zrE3<pZ#~;q`e|zNw{3QQ>Lkr4=x^Xk?0I$^Nrk(O@+rnjwj=p(5vJ*CSipS8lVdZ;
zS`K(9rO0XV@KI9GET%|So~R9G_!7Q!qEG$(&}IB5nZ5uifQ{hJ9)1Z?hiA+v@pZmK
zj?3ItCUlTn=jJ}`sd6niBHK{HF6X7%mJ~{u;KnYmCgEcO+7x}V^p}ag<Y;F6YDbnG
zalL1PI}@3v8~uI$uf!Po3oQr5Bbj1_=X?P7A%g!tfMe8J83z%~L;>QC+D#wIoL`eV
ziyqjeZdo(z+TLIP<kSAkEinLBz_;>`;ro*NmU#!|g)1fHHWlA3v)QaUxQjV?OMv>o
z{$Hf3On!*VSCo<hq)QM(dUN92rBTlQy=A$UMh!DuX{cnU(VIekqPC;}MAFHGn9z}o
zkLKn^ud^SP`UG=yi=h3>@+Yd#?KZ0R=)P*&#Rh{lSfHfeRC<FdyhWy8o7jpIi`yWD
z*})KR^y^j6rQD|II&M6?E?!pMi!lAv-Wv($)2ghLQo2OBR5@?p-n~ph-lLVig<67>
zAim47BW3!JHJk3@eUrpMibjl?7gNY9h}T$-9=~O*9&?br1MsU$2A`z};RGJ9=hW72
zCf)@+LrAZB;=#k55ORkI{mwO$Fyt*Tn7FW8h>bZHgi0V#TT_M}_5b7Otb?NZ+bGVG
zOYYJku%vW|poFk=igXDQD$)(o?9$yL2q+;90s;ck-Hn8FgLLP@zW4Y30W-|(&g|U1
z!~H(bIp=dUQ?J4cFCfn>SNFUVAB{9U8qYm=1M{e%79T0Xu{UL<ak;v~V9Rzodkb#}
zjX%!y9QT&^bsjfa7v93@ei!O1kTDCu4MNEqyfN*5yDW+Ff2{f}Moo{7y~eB0&p!B4
z2jYd{KUl>1wSlp}<HsyfJ%a>b)Yt(km7#Q{|7I$@BMN}a_0pq}D|lgE)+R56yWqzx
z*MTblq6Yx4!DdUe6V$~Sd@;5Hn_ebVy#!D2Tc`Q0JRUrq{3P#H^FAc@Q@*{s-olUv
z79dK#*q6P3Q~Sexxp{i84L9ppv$fM0>z!x$tGPOUcE5K$i4NW;z5_Zebk*w(YC4LK
zTq}ULGL|8Pm!7%(-2R*YRG|F4wL$#&_I4#>PfqZ3%@sXKh=jUJ(m39ozU-X3EO8^o
zfNXr_8rT_9cjy--0n5w1*7kp`EqD8~V6yl1(_{&^xT}q<9f244KdD(a3%?w9Ues1)
z98f-&;Fg(TzR4}dUJ1u%g0&sw?7JgexCJ3l574Zf=h8{J3B6ZffB5H^>(7%bDCqLH
zl(8?#e{`IiVD_+q$==eck*Te>#*u4#4k>2t&lkideF`fW-0NEJm!x~|+h55_OD*g>
zV%tR!#%{h7QRt-f#-af_ghANrl}hWJ65lB>;vaqWF#BfH@O(@W+(U{U)5b?IRPbdM
z@w}MP^vfweS2f;@EpM2&dVL7-km>9GGrN);nNu9u-X9s*yM7N*^f@8{B$s^@+1{m~
zmlVd$*!`yR%#Xylz2F}Pw;3Z>e_}m!N$OH!Kk9!wDE=)v=H*axKX}#*DJN22O!o>v
zPc#;1EK9cD%{-4sA7p$%qYnR~&(@>S4}+!XTj1y6<O1P;b&K{pyM-?|KU^79JUpQO
zYCN5Uzmj@5T)lTXTJ}a<MPGS32Ke6f)R~#wT~4PsIhmj?=WebH9xs{E`y&FbGpezU
zMlXR%lK8&x@o!ghUzdq${QV1VN)LNHzj`>$m6+A(=CXmE;nI!}1r0lb4<)AsJg(n9
zS;D!*B;RC;>$tlX2zoyj2;k<}a?wBk9@7cYP?8j7xM7l93-GzVuQ~R$2|vtdY|5bf
zD8RQLaNCYo2$38jLS#~keIbs*RNq9BXlydd3`F;ci>LUyCuxq1_qun#2-Dl>dNB~`
zpO$*e1pg<qdUB`0aYUVk4PCS7FILJgjvt(OJUCg%{Ypdc!wM7rCzdBVU$JD!41a61
z|H$P(vXpDz>&bnt-kn`H%zpG*wbhpIuHgqN<B}k+cA!G$2c;PZXI%TC_V>QJ&cD4L
zGUZ#Z$m?)FB>lIbDLKA0u}Xp=7_c|egnEVjrJF_aGQqxOAM~e{52Y0kVAO)VC5EWe
z!LxFfxH*L>Uq(x+z8P4x7WI2;h1Y&T@_*Px?qFOq<L$)RRHjIG(qo3F;jR;k<0QiM
zQsG9a==yRDU<6UniDd@|TJvQ&RQOFB-8U6pdOIyfKLw;2I<s?TD$Fmk0OXX>-uLOB
zhmZAVi^?+w?-reu8cpNfTj&nGo-91PEjqX{pRW#_F1+Wfwt8LQn~`<SM6l*UjfAR0
z#OaPagcod_>KFCV3dZ-t)3<wk9tP>Q0>ZlS1_nf*spSY1@Bitr_v3#VPwXYx7i)4j
zYazC)D<d*FI;x%<^bc($%rn1k6u)5>!>*U$y>d0&+@`6Td#9u<JsbCH9Pb&s;^E7v
zxfDMy&$XO`C%&?*bvWUnWpm^dl~%u&zv(^P>Endp`~X8t{oT*P@)qZHIxfGxsJ!Y5
zY>xEx?Af2CYvFotFg5^%S8Vc=98Q0D7S_=7+IDWhmAfjbimU?z4nC3lhSOz?F<%)&
z{uDwJ2$*oj@<AOBkTf=oGz?dsHuXpOF+g-Uo^W2u`J_$s<!YF(=y{{G1`$Uc)AI^&
z7BYk>2=>0ai-L`ff~`xYDwjn&2q}FW<?Mn#!I`@t%ms2}$7hxk5%VQyFtggb2>d4T
ztZa^ft_FzI#1WUu>ED!}e{`vSS|>b)J4#?_^F)PNij;9@g_-pMWQ_~(idoz+01KLH
zl2}`AhP7$7RstN`975E-FNkyb&+`<4<Pfl}Fs!c+DnJDMwg2~aXaaHXvDpx6Y`&Ee
zL}gPh)4N*7nMdl|J4^TxH$`-AsDYCI_`hwK3u)E;zq1OJ9$E|Im5Mu2bWnTgwFjZe
z?$!0E$>}z1J0GzKJ2CL7p5QPDq%Hyso)~;p+Mh2=5twME1C8!n<r^))%M6t9ct71x
zNIGXz@k(G5#AH5HCG(U4#+oNeNoiOrL*LjwC{b0jM*|}Tn{A|}44DW=q!1KL`i?9@
z1+a<*0!}l26~l10GGZ1&JF;A`9m{wQxPwlXSV*W3ll#5A3}^C<Ah^9$dhN4W4}0T(
zLkuv#4E=->K{1^Hd;L!CL|3t{i(qKBOGF1@eda>PaUOeDJ9}R{dm9vPm^3MfBU7Qp
zT%O70NDv!MG}<pl4aSx=r;f-EmmZS)8XNqG@v=?R8K@FDx^`|Or#XXQ(!aMDf-47}
zVRfQpKF70gNGDR~4n(@~3=o!-sM*qT)BfEt^fCTjc1ASIP$T8j8>f@F>W%+ovoLPT
zDqnaruVyR1cB4SpGRt}h8_EJy3AGUHGsP*Sb^&XdNZtq%JZu(L`=eq>iFk*3`bHQ3
z_hTjgpn!SF1zGxi1LL&2M|3{6He#hkvpk%#`#1>@-Xz5b$b`^Gp{h&QD)R^FZP+Ku
zH+r8Irannd=`{n~W9_Rc{i{i>s~IiGm>w38_y^X&ax1W!AYcS~WM5FX6a-*4o&#*5
z@L_C}x!iML>;{r6A3<4d8?ekDmyLi=2RIr$&yaJhT|NBhj>e-10HLr5S|jkz!lg&$
zyWsV~Xt~@vyP!I|rsr$0w=cftO436b=dsYveSf!*->0N}qu<m<AZ7;!;48<`DPeQw
z571)}dZnlUSTO5S+UrW6PICh_DM?s_U^N9Bz(_=kx!<lTGw@nwKv63lA1+$l-&n*`
z|L(fo*!Zu3Qn!YIh_nWuCQO>tLsXxqou^aU|5xBG9hL_$pp{fS%>;;R|3_cx9PoXB
z`sOqa(|1BXH%R;xL}fSjM%g@=L&Jt)9S8qbsg*K^;>0t08w|UE&tsbcoM`sgJnb5A
zutz#Ds4xrId}lL{tJDCI%{4%o&{?&c<vN@^09e^~`TS)#sf;|u5Fim{1?uRDpD{=<
z4Asuk$(7-Um?3XEUC9~X?;JF+_zWb8@fbWF@#z7@W#oG7Se7^p`e%4Z0KFjdibVPi
z68N@|LT#8zcwHibp=%sl*Fa(f>lp&bKX9iRnx8^!ZMl)c81sS<-?8aGAC%RMlg*ih
zMV^2`rqDhTS<03^3TX<Y9w!$MW+pR-03j71-~lLgYzt*oRTWH3=EuyBSst@+vUG89
zwhi}=_G9@2_t65`3zREn$L^Xot}8(;-Rq^E0-2AO^DkaN_{>PFKk@;27>B=^zx?f%
zMh@70J@ptC3}D`sBI3Cc56bAD^@+)mRxZfy?wI6MAszmA4<I1Vg~x*F$Jn+6S_vN~
z$7gzcARP_^G#UEnN9u7fiB~h$uJl1LvfR6O-+e47weTc5uId<PCo8RdFD}(LGoDj~
zmkpcMaa#>XmFWf2@}Ou@!5r;ywtDd%@xQDO?TjcGa9ud<s>MKP<a;t81+GsGw#RN)
zlu6qK%_Cnj#&|&J{)LbVO@khohp<sF_a|uNHpnyx&}xiE)?s9oXt}Crz-C$aVt?xz
z&up6>k=i6(hY1X`Mpd{*(w}}@fT+Rmv42uMlEDDVZ<&xm(yt-18*)=VtpgX>sFgQ0
zBRudvN#7K^TY|z*7<caiYEPu5m72>~7KX3HXr1aNA-|^ISd}+V$ajuv4$B#ItElzs
ztGDZFDQdiyRo9jOoMlGT1i()MR!kMQn8z^!RzSQY6a2>+`)(Bh<N~#w#s@pyA9rT+
zGvJjRW`afd7|dyJ54b)UF|FsH#{Ua@xZl13db(l=NSj5xm>)oO3IYozG2H%clstgW
zguRvw2m^#cUxH2$@n|fQX4prd<LNwT77H_^jS0s)Z;X%0knVumcE~C-y?dTk>bvRF
znL9LLYs-y!KgTd?)#7HKtF>||AMs#Ky>)q2UALOt0x%|z)rQT^e3r9=@Kdh@P*AEC
z&-=GL3sxxc2Lvi5wDgSdSyQE?&JGGIauE~rC9{+;!aRUlGExu?xIfqdTiJgpnB$Xp
zj6eFFOW%j5+nZ;VuGfN6+nsI~ZiW#?gl41B!iK|keH{{w&S$3rN2jvAw8>a7z@L^W
zar+E0H*Q)(>A3XDe<<$h))!B_52loWU>3dP^*5RaXqX8Ul^Mzyl7*0nqmer1T2#Di
zFd6~O@nxK#1j4WcLhQ&F9G?&}7GKfiJ<R@}d-{h#u~tOPTY+3&#`w*Z*lXX%D~nLV
z1T-Zb5*<+JsFG=qlB^iDv=mr}^pdIP_sgIRwqdnI>J44W?a4&SCwj@hCJipCgbWWp
zREv%IkBXxs`0R2$%cAEQGV7f>Pbw2W9jpHfulvxwKcq2h?6YR>F}L~|)%7rN?#34i
z)TbAYc(&9_9Zwyc9KlSkSKC8jFw?xf_U@y@Z+BaRk<Vw8zM1U;ic5>c7$y~zI(<N~
z^t4?tM*{wX@9w=FmHtOnU&q%50peXM=agBDoRX3z-$3SAE5zG-g#6E`&Fpwu{~CFe
zmfq?c4F4F}wR50cnZ+0ZhLv%%q$T5oiAZGlyMw>Ib5%*NpOOc9TT3y_d}5qWqay4q
zIIo``!afe#;SvR2D{hkb#Plnc8ZI9GaUwF`fBX%iqV;0c`Rcy?&=>2g=bZ#bAO<z~
z*s6YN(*4KxLzc<Q95%w0*rg6&2m-q1>ZLJI7zI?+83O=EV0pi!b#cZIQFK3UJ=2*u
zg4fA#Od1iP#z%<}5HlmKjJF2kf0p`Yuc%>a5(Agi6L0Q_*i(|`UtmHs9-yHp`5uCH
z1^>7ZRz15lb~>*!4PQ0C8(t+Di(S36lXFPLOBcwrc>x$j4TcR3E^Z!rcz|B7O!(RH
z?auyUw9{j!fIHN~=+QUS_LacH_O>VbEZ*s18{Tr4g}!DaMjy<hZ{}yvM`la+Gj&c6
zXQc+{%U!WH2z+z|WodgFt^~mdxV}70J#t$1L2t%h)s;85df(h%5H6dD-3{metQdtL
z{6DVjowQUa`L;6td+@0z^p*mqm#LZ4^1_oh28$V&=`%mDZ;+MYRw6hWrDq>_+zJM(
z3ss+TL~FpgU;2K^Iu$*-)?NBpyb#h~mZn6j#F(eFs1aT7y9?bJDGv73?l{b&uaB*P
zxpP>e7yn>gO?EJTlRD>oy5{ns>wAndTN|?wE6fT+=;9@`4YuaypcBR)hzrQ{*dXO3
z|7U?a5j^z$s`}m0cF*#tMuS0uU#lRkG`KR@OV{sIOJ!hvLMJ)DSjW;vV_-5%H}hM0
zUv>sJvJq1d*SthC`K*fn$U|;5qo<=zUEwG_y49BJrs3CqM(yd<0p-y=4?YOzMBT1?
zhHvvIeQ@bnN{a)pw`3N=d`_wj995GYZZ>rD-_G!pA7~3g3+^uxC7us{21E@$IR`$&
zotHwMVF@9Cq=f%<4R^92!b>aT4)X@SAyujnNB*=+i1Y?2BqE6UL`eqv5vudcJ6ZX6
zJkZ?|XnV$pMFJ3-h!vnwPbRgW&6}Q-Rqq-ZT%0)`2VqPFnw|%7$#<5v6wKTYJK?@w
zCaG->c8|%aO~v9Hy-Uv;F5WbP=_B?gTc(Z1zD$34>M+^-L#H_*di=Jia8t%}@c!_#
z#Mfanci}~Ahk8RZVt#0|!f$ojV#|K~zvHC6kbS8Je>cOv1_nEQ``3rm`+Jld2S4Wq
z9r6qJR3S5z-$r<vGYxJ;e-JzWZ5pvU`mC4eE4Rj43xhXYd7Uq<D_wSlJH*bl1fatx
z8>g=w@Xu#!7woRMTe0j6=<$hP&Hmo})9x?!Bs@B4%{-0DgVSZXyofKyclyWD&QW#8
z)Hpz7X#dk@VxVL8M&*r`B1jrj3&b2zhV&FG9u!>(rMFLPQ!wozZUTxggq7Q~kzUri
z&{}_{FrW$#OeDqccwNgR01GiY#+X%<kI`wf&HxV0Ab!R!I2eC0B8p2{l~YYEQ1^Wv
z1$+0Vd`Ld_b+>o+Ss3@oAQwkR1&DF5q2#dkajCyaEl!1Kz2wG9Tx|HqutOpv@}`CP
znW>SHmu6;fv=kIgUZ<I*h07ty%L18hf<W*DU}+Qt(<~%unj_#++xf*x^1gnc2R?QW
zM6t1aOvq%Hmd<A^W);DC7LKoUx$ZuF`BEy~{cThr<4F`}mQL-B$Yuk(8pVD-!=*Of
z(xzGUrv368A0@+Q7l6fiy_7Nwq0a9w9`JjhQd$AYkakl;*B(TO`u-AyS|7UPx$cT5
zG_XzkmBFqkRfOhmCOp$Wx0pI2e}0$h<c^KPkc;{RHyVhKfr7<xWRlK%-pVksEhvKn
znK;2#N%iC^3yExp(qwgbiQNavZ=bO}u}ey$R2fQQ`yfNs2@WaZ!tcihd@YKGVQi%K
zcpz{{C8G*<o*LOWDDfXAJ!YOl4<PAi2D25tBGZ&xGhja{O}N(W^BZ7e?6zDW7_8s;
z>=FcknAw8a)wjCV5?I`nwM5yr<&*P*M7xSJ-wN|TA#v0qakOZt53zQ~pAeN<Q6161
ziDxH~B6!n8LBdN1`O>3afcc+9lNlNqrpt{%tQMt+^#IZ)604Vvur8EgPa06j!O#F_
zH(<n$z?EGS^MChGykMg>?PFsbB+%XnwQ-$j8sL7L?sJN(|N66I!K+dezq$$&>R*<3
zCzX{8*RxfhHg3!Q)CR@G<;Ik+4UObZ9^e%J@aD*<N`54iWUE77@~TUpje##3u1!yl
z!w)qIzbrhMPibN}fdE<knNh3g47JK1!vs3yFiFYh9>hxQ>=I%)L5RwvPq;?!{wk{=
z`hfU34q&B6%e?7U)0r|>Tg1D@b6A1>p+N=Daqpv{?}t`kLl<(qG+PiPjOoFG{{~3j
zIs-VaQhy9M5O*hn*T0tQldW%b2nm0aS9otB(8~%e!|MgFfg(d-XpuL+#>8C3MagB>
zsg)I;X+e5f4@m&+g$e+9y*}thb$+y)<kRoT;Ej2f{>V}AsbP4BfV)1>W_5!VVs;I5
zz1ZX&6B>B1bBHJ?0n7k2-X}z${C_p6fbGXsU$sg<N=QFyg2^sS5XB@X3KuOI5G(C(
zw1uLAtLoySD&n|B;lTNl1ej9rXvvO)aVKw>Lj)0m(+eRe7!U|g5&%+!ClEIvGQK2b
zcYpsZ<OWL;#X<%U)6kt-nTYlc7>0+mEK>-30we^AUWo(@a_ANC5Kwosvh6hixq-6@
zT?4ZP%Yp;o?~0yc<cMatEPz^)y|t{F?l4dJVwxRU9#0x#W-Yd7J8M^JWK)t}%=4(2
za~BX^paIO$odS97=s+M=g9;Yff?)(QVgFZe*M<g(NkVU^t6W`$q?w>p&=54%*97xx
zcoCp7fRQo`8F1uwaDjNc7}KeYl3KXJG3jG6ChSHA>~`6r(jY<rnH7bNnZtx9LsQ9B
zRpm}5t8Jn!t84O7nW6;T(S#|x;3u28u=c_au){{G><kVVbC&+z*%hd(T-e!fn(yVX
zohk`gSxL@$^t9FibQa#RC^2w(R4!K2`efJqZoKc?^-kbMz1FcC@GLn+v{6CL?=V=Y
zCp3U_hz<2R)W$`~g5s@EWlvo2D%PnVk`xI;exy-}!fEewemexkw(VjFoF&{q0aCw(
zZ~El{_E~tzk4J;D!O_pKH!A?IqW9JSa&qu~0@F|DzFFfI1HJNj<B$lriK_i$zB|-3
zUsy<}VFG8O2u?fMmjoTc6LiebM16N`mX3u4&3ds#oVA2656n8ycK8nSpLWCNF$s~5
zG=9QUSUI%juQsT2V2<T53k#@?4b;-oYj%!vu1B<IM0lhfu%F0tM8Bs7j`&D)aH@Yp
zom^Nv`89k4yM7C&0Sm2JKTvJ`%ix5rB8ll}f(aHQeI0}&-!0y%T8T7&Z-FGmE+VU8
zECyH)E&1(I-Fr=h(>_~eE`x^uTy1}^yCCkcVHq?6rJanQEy_PM(#O=!?l@KcF?v@(
zX`XkOU$~o_|Gu!?JcrkcjU%6(tDKjGx3gD(phr$~kX7e*s#d*<u%rD0uq4>>@xp%y
zd=m1Yy2GC*{eZ(tjj<G6==pYyQEy9hytEJ1w*rI8|I9unB1GFH-jK$e>|OjtVZ9Kx
zfq}Qpq~ESjV3x8g>zNDC@fj+AC??LarEAuYW)a-7TP?6hJzg}Kx^P3mfH9*J6F?cf
z2>r(zh@^cb#4MZ`T9K_0J|o0LhFK`PawdWnXD;Xb06Sm6=@fc&R*@yzk)$od8ynC*
z)Hu{;krY7rvy9YfDjbDn%Cz20B#&(|zNiIgZ;WVUJp6uh0MbKUJU(RiJx#(h=5btp
z!B8-0M~Up<wCSEbK%H=3$gTAlbrxWB-8Uq0Z9hU|Pmeio78xJoP4%KXOCs_3uc4Qy
zQ!uR^I)!}OUh?zK?EOC6-#uRNROyYT*OV~X#d9iJ*{LrMq+@jvB?*L4F2<}&X$785
zxjl8GliCInZoUunfvlB%Dl(IQ;~?oBKFNXc&eMHk&97c0K`*6e@Rk+K-q)7Nvhr~R
zO8Xt+#J~1gRj*U1Ii?)(`TKPGj?myvh}(fSr6ER^y2ah7+^Tl{Z1h?g{$LL$@G~`x
z6O$?&n*Px9=zjmGb!-v;SirG`6nmWWT;^^R{tnOR^6mK4Pty?l_3J&tWecjNgQ1Lw
ziko<e))>~8D8HR>A4V%#_#EsOUWqO<e||CnJ;8bHUID)*_kT|7`RelRYN1BfOc34-
z#vXq*R_JpGgY)g?mD&MX{%7)!w%;pCA3z@Eq63D6_eiK+uiP5GEWPk0bBj#Q@SXGg
z$^)==0;qF;=DIuJei70bgzZBe=B}jnW)=bR`Xv#G*#gOiIJVru2EmCt8(2uFiLN!g
zv%IW}r*r3r1&I`tI7uMeDY`?A`9%A3Akq(@m18`Tif~P0^DYuX(GzqmaKH7V(++BI
z&3#-V^h|t!|M6Tv?PI$Ihi5qT2d3Mw7VqKlH;<A??4?|+?NqyJYl;q_9*N|2g@XU2
z|Mnm6p0lcpoqSd34Yw5%s7*y4bS4wNacZTxxqSHD`l1C@$1xM|t>JcZgEFtz07%c@
zg!^tUvp!f{|LX?Q{9iq9+wpU7%OHxS%r967-?9RbGl{cF@w3TBf~P)eRsYePxzAQA
z)_>t_@3z0nxz=|3moj~7caXrT1;7Gu-M?4g`Y26pem*6P?FNtra+^k0QJ_pwz`EGO
zNS3bA`#it*c|kAeW(*17Mqk<wO5s+w56NwQIaV-y=q?~Lyw+2mv<}~hZV>Rz0C`>K
z7G8WXn7oL?b@r`a&?dH_rl#W=nM#eDp@`R~Bx2qUrx)}?t}@v>C@d*kKFB*fxt2At
z`O&bX<y+nOaQS7+H`oCK4sDPaBgpLh1pwKGHxv9^YRe;5(V8yJrI#O^I;s7K%}8pN
z7;RghPPq8iuSe(9W?=Enj0l_VmP;%fxs_LM*;@_Y95xU(6Q|y0loQpOFgP{}EqwH@
zKiIYIy*Me)*!DRxq4o26=XX2Oof_}tcY*%tNj0YR-g~}q{qXQm6?^Sab`0BdMtVVx
zscUgDB?0>0`9o#<S1(!T59WSWR-TuONB0j``g)JPGIeGy`j37)%M_oQn$nxnt81u0
z?RqO7HGTCvKN}oxZT^DVj>mxe-L)e8&stmkuUcE1@0ZP%QAeZ8sIzeDR>a+TU21Zx
z6fN4)?|eHkF)J)AfX3_mKKRb*Xwlnkdpg5-rnULx;`t1JbIa*wX|$DDfcI(l-*tgk
zS8(|F-CFcF>fQ!3z}Pjue6r>|e<qjkar`*1`qIUCQ{IiX)`yd(WPqWl&qp`?q>}Ak
zX8hqU^zLx;s5v9mhvWIC<Ex40{gAuAE|98sjPDhfMrYk1?&ep`Sbdiu>4-bp)jT23
z#a>`t_3>JI<gk4~G8?2h;wT)NYL1;qE%pf}@(HFsW6mhcgzNepwkdedgx4Xm#z?^?
z1z0NADEd0Q46Cjz{w*n4+F)(o;SOFw^z$Hkj5Os#H01;I#RGIda1&byR?0D22$G3$
zG%}*TiBQAs_`R33Pji2rTN?i@y*!;^NLgmm^T*<qR{|h#z5oQyxO=cRiaH^6{PksC
z{)UU&xV+oAm)oirxxO27(|amj4oo4ydp8X1K?8G{5=grQ6`2%m-MA80sR5Hhr@$#G
zYD`n~ukLw$u`}jns6Bh-g*+>pUA8mv3xzY$f5DYuOk__8a32A5g*I+%fr$2kwVbV_
z)#<9l+SBp4fuAEKF4;^Cc0G-Dy<mp2M@PkYENd=K>+j9Zk~{e{?&cpu>Rz3T#9us%
zO|oU&vjfFm{fdJ*K7tc5$@h98IIPQB?P^->@>=ccTkR@a?N*#;f|o`bB@doAz80u^
z_RXnCOkZo_Yt~{yOP%nO$9AJ}pME^bohir0ehciwM9zW?M(_=(HtIyjp7XYG2)FU@
z_SvaKT%F>y*rnn)ys2jLn@rj{C?)Hd={_<cuk-il>dBus;GLzRt8r|BA4B%GZ=H-N
z$Xe{R7Un36jh}x|+~<86!KJP~6dSuh-6HvMea>O9Lq8Oo@A%`D!f~(|2)<)iWX*Dh
z$7RH&<)Q_W0XZ@r(!Qvneev|e@rbk{J~n3i78(PEg~<#)mC@9E2~LEN<-SdNyC#UW
zN`1}2AZ91GQx86m#|Id3Q9R13fj0oDwyfdBHN3B=U$s<Ojawy(Cn}mdDv~pTptwI`
zuXMn8*RFmp4cAwcm-u9{-oCy3V$iefO@qfpl3ot;8R`Y#>zN*Ela@15H&uOQVknzH
z9cos23;~+khhg<zD_oSizk2)$fqx~ySs+^#9|Z&aDgh&4k(+Tdv6^c`yNe+K(p*&B
z*fQrNT4WE^xR=bQnwyKGr)v8?!G0%)T{oUe%`)aX6|wy3!RVGKJT@UE1X5x2WSXs2
z%Gm!7%PhBKuy9(T*i9B~+C@|z_Jkzfl;gelE8R1Y@K>V+@RFZWW)PuR0d2sFY^~h=
zb?T5pkQTS7WB4XFI&g2W$XACwcKtAoN(i<gL7mzxKA>x-;N(*8e8l^HaVtDvSFRRi
zG;MLG*fn@%PfNgYo32A)gCcD6(-#}5u5mOhmkJ*iasbu6?Yrb1&$V#86bkT5lj<-G
zJeXfi9r^(&8PYV19Y^K{Y#Nee6jS)eZAP^(7@7b~G;?fBPH-p&KMq1wTE-k(ma$P9
z1Cx1MCfQ9X$>V#!1-9%+=;Q5|$!@v*ViWHftg9}CjU>|d?bCS`Wcm!>VPp1MRBA!B
zKM32%76{vrYh#nj7|JQr<i-%W_`j6d8Slaf8Ox8{bq0Z%a}~%ZGMS5H$aV2t@JlR;
zUGa;|x!mwM-3U1o*9_KhPq<Ez*OXq@n_f8Yy>TqP+9NX)kQ5b2HZbF#9@+MN!`uZw
zCQ^Rw4wEJ(W}2pspjO27<l}z|K^E`7PFQ$%4X&H{N3=`VW5eL^Q@=IJtxeL^P26i4
z`fEHXe%b(j?|}3m40V}=0;ZQb6!}~#&ZT|F#U)WTkGRukcV_F28^T2IDhOUvw7h+@
zd->+~&!2jClj*KcC8FJYc?ci|l;;MW!e~wJk@lpRkq&<cZ{K#k3Jb*BH@1H2+V+-y
z?keYpsN;h#^Un_6)QLO(O*+1Ddwz3Q?(AVCJov0{C`K5espqDvpMQ-PYUD~#Eptln
zk)RJV=sP;NuokxpIVML14Zsx#g>j-;X2EyxH1mgc6W9slX>1$Xf{O=TIp??qn1T&|
zc)nL{!MJV*yht>9N^^%YU*KMVptiX5inL`UF#s4rnID*e_hb9AW1^t@Ux^4#aj{v(
zm!FQzNcPO9guoV{DC7_<)5_sv&0lk;=4r>R5+gQL<?MiaV*ZIAFe8e9pN(?>wWFHX
zp<xnXu*_e2Uu$$3e(5sQ=z;?No73K0rgJOP4H&9k(y5Zrsm3t@?Gfsh)O?fx=f)E#
zN1bZAnDQrPx&cyEpZo&<`z0d^-{BLUF@9f8ZJR^=A*XIu)+sWSvC9;&_nkm|c%Xp1
z47DpGo|&WhQP=&Gy1M<Q-HQ+hZtp2L58%y!S^XL=3PKB#p9-Yi;MqTzXRSG81(5;)
zxNK1(FML#|=@5J$B9D^uN#Fr*UEzop-bmzMOR(RHb>E6BVxm@v<LEEvB|kU;^ls{m
zUvc_82Uh&Qs=;3^rC=om5eUIkArWVhX*a>KFZqQI`QHI@_#eFsy%Y~UKs-}n*firT
z=He>ld3ue<C*r{;LL4H^^Z+^)`19uz$XioiOSXk@U?57cH=C)F6gyBl8%)&KI;J}_
zA$vnDF5Y(o8lqP|!yAGNuHe0sd#9?{6NXI!B=Xq^10%t0%uIB0N*cz-25Lb6s2~o=
zS8GOE8%u|PQk2S4!5asM7HAZ;F>+C%)vB~3Po^Z(qe}ksIq|8!_Rs0DkJHc3t22N1
zwY$Wo&Rk|^?}QR2rSeNvy5gk4DFSagw}?gNpFclbTB7<@DnWG}Ui7`#rSOsiYuovo
z-Zn`d<_(4xwR{H-J{*HLQMHhXtZjD{(DYTFw7sC$h>^lIj*j2Qn-5Q0Y}RUwn2iSD
z?7~j3jawZpFG?&a2Rl_$dAR{W7yv+Ik|&Vvr!wv|jxI|~^#-rO=t<El_Temo%Gj8+
zGMW_Fq0+POuscYgfRtttT_uPS2*xwYAXV;s#iN7iIx9wgji*ZEJ8R=WFo$D@De#{a
za|oWMG*lZ=RUPv&4Ol*K*s)-;;#}hi1R<P9&fWS+oQH{B1=7}yDAx2|j26Cc5!iyE
zplB!oN=}**2mXhbqy&c#pxXgOT()H;-47|z%$Gq(m>(ha%?AJRP}<&Ss{Krg73iKF
z-mzRg2f!Qr;U;8eVTHK`akJXJ%dqvOu@(I%D->6ipPu_OH?zE~rXepRx2UKl8=6K8
zGT`W=2}Z6G?W2*5=G#nLPjqZ)PQEgKD3E#IL^4TGhE--w&9)YIiSx*6nM>yo_wnjq
zNTg-NrH)a=)lUMQWTF=<d3`EJfiUyntPwZ>pPMe=DU5rYyO*|vewhvzJi+Hxgo58>
z2ZEadJ3mn~L;VCTw_%*upm|kIUTl74c^4LX1;Dan!c`zEJEYScX+2V1)`pr^8r5Mv
zijizF9s&+K;%qg9yE;evBrqC(LY*_nj%(B8YFq8bS1NK_6Tx4IV#2GySoazww%aGk
zW?uqoG7qiSTIB3pU&p#2R+HtHg}ei1necAQi#O#}NkFRO8eH?C(v8_8D5a5vWzT^m
zjc>76HUC6SLv5&p_*q0Q2d-$Xj%N>bJKN7Ub>axuS-nRMj|+21>)#7~rHUK2vSrqB
zOL{V`C@>Ebd8)o@1<xDx%lXo>j~Mt|d^S4a+xhWWw~lC1yj~1)j79dhhGW_Cj`wB{
zTQVP&@HGNkV+eGNiv~AMMrZX5K7M;|a~;k_DE1X$zWA?~@(y9MD$~kbWUeF3DiVws
z7*px7jNi{^E+=^sq8?}YRQ%)E#oI%97K4HcWFr1fn(UsRW(C6?CHhS2;u}JIE4fWq
zzdvB)inkqya^%>zMQE^?^%bjlAca+jBFT!I+NGzuzf`2}@jDGxZ?>VvYpk=F!$!|m
zOexnYLCsAlW%pH-hhIqZPSR1845@B=nCCysjQT^(@?+}v0&QJ-<|w<B`H-90<04{3
zrm<sUiJLYHe7aXaS)B@CAx~r0@6jOE(y9WVz4KCPGnSUZxWtfq#}XvVWC4<4rg^*`
z8b)>tb~Otn5oHuM1*j>xfX5bcNzneZuZA}0X#&$FW+sg3KsGE3cOy9LQ{}gykjV7?
zmkgE?@6-*{{1JGBZH)TECu~Hpx6k?2=W4n6{QP~o3d(l)#GV+tzN_2lbpoB{ymj(&
zP}Eg(^fOSgMW}BTZv_oX>UnC^#F_5<2b^_X#q*<H_-)RNmm(ONFH>`P;F1jy9{+m7
zsh5|;u1;@@`_+`fM;IGCo7NT0$U~$ufpUb7Rck#)L+SI+A1-7=<h@N1mhC^&lgKYD
zt<rf~>`Pl_jeLJM9uBnoFkzQ7+BQwkW9uBpA=y(KYz5qPvE*H9i_hP`S^ZhEAk_um
zKN?bV7*(<DSG69Au+sYAXQ%(x_m!)s%xkBAf!|Zaj=4GlSKlgKSk96b-}1a6HfW#|
zsF})gDwmqn45+Hz@X}lTIS>Ru`aFubk+X!^4CXh*4ccwY=3lF0DUphPe_wn2{7wbN
z>-&vVj(*h4S9doL3am#oJ%WOdgOI5+5SdFQ1}}h8&mZ2rj#X4YX5^3G#CuCu!D#c_
zr{-erXKh7%t?8jt%h-%_ZR3`_Z}-p76AxQSo$B36uLt8jbpz)+Zyu<aVCClft0S8N
zxK3YT2ro<5<J+^u`3jE1R)6v9_2_XkQw`L`aB?f+3WW&pyFmx|5D#JPpzp755iN+D
ztLLK+x3;GOqdka#7q{!P$B@ooI0?yvu;}r6TPF-A1*pA?M@LH!hnK*NSmAef5jsOX
z+ANAVz4`Ke^c7=(4{B`k`{L-W#5V><#Ps~_x#r~LVOW1$dgS!L&w`27hM>TK%<z2L
ztEkJx5slwplHFOKKKLju{KEP<Gx09rl67$w=HZ6e_;K&+c(m+qg}7ckcLvs+L0)N;
zC!7+lg3k$dLYblcPvwcXlj*o3==dUn{()bUMJhB=N}6Cq(YDi##CJ#04zN;4e2NxM
zpnjf^C8(JuteJUQ#O8sa+u#Y+{rpU~#i{-++F9XNc@s2dZP{a}_gLFwS~Nd$F0=o(
zsW292l#Vb<gi;bugu2z5%NyU8&wuLmWyueehjI7bWt7t#kBS99=1xTF0p;lYz_*%|
zS1qN}N&VAFy+7E=`MTGK72d^$g4K!!AF<rvO<-a+N<)ok#E{ZNGqU2iicIE=5fQfX
zGBMNA;)+Z1lKAi!HvEdVT;J@ue28rMvDJksp>$5NapXv2rZr5vyr0fAc11s-rPf8o
z*7d)=>hs^{<-6zovak8!SJwQttl72fJJ80OcuBw}Y$h^iB#8^6UHnCkx5wc_*W*j4
z2$_zjFMA}TquHqpDRQYPv^j@5lVZr$sMF&HM~w6;H9U^{s6j6&8gRZcJ08rc<coXP
z2;7-&l?ShVC)t(Ti@1&i_;!Ydi{?{J$Y5Wat+tmO9=!u%NzJzZYT2Wo@uk-}K4eb0
z1-FsBy`gWVJVP0T<CYuKHCb5peHJ0CtuU^!lQX;y>u#J5Jv6Kaa(v#8I)kS9j?JDg
zI~|y`suKo#^1gxo_Oa>c5wVeYW+f~9(a+sN+eGob*F>#)qk#ZkYNR0INSYeYz>d(^
zIbdvjOi$;J=4TzP1bt+9Bb!2(JWg93#gpi#2}s1scPNkx0H1Ucsm82Ot*uj%LZReT
zNl?lZGV;{V2??K(3FchVOl_E$q>jhIqn$iNv>TW~NgXUzYh+Oq(11X8zG6=1#~j?e
z@i@o9C3*E>F?l)ZxxaF1qhoE5du0lNjHOh#GN(ZQWrjgmxv>!3KF$f*7@QpYJ3ptk
zyd)^9EUzrBvYsiy^+n$_=qYiUA5*dbAUv!Sj5R6zaQ!sX9%_x(#1HhpTnCQ8v(c0P
z=H2Vd2aCmrPdP}~o-&^s#M#TLw0&#wKdqqE6OAOmrT+f0ohC7FSNEtmhjfaqfNO7u
zLr=}(b>PBE?{pc>9yw*aMw+(AiYH_X>+{O(O{0ex3Wv5=aX;wAvn_E51ST-QK14y<
zjw$P>kG;0|{XUJ|3nM-BcRpQ8St?C!zwY1fSt^%qvR_dUqgTs)zNM38c=$?cPET@Z
zb^EQj56aG9S|nfMwk7!zAvYhhTp0Y!j{=m=rwSGbxijA<N3CbWZ`Hlx`;v$Lgay6J
zMr*FDTX5U#&wv9Q`e5{av4;H6^*$p3suKp<qls3ApJr8ZSO~ja<vwlI+MKcHxl!1Y
zKV4p6Wi=!K{W+}ILC{EP3>+CeW@OND4p5$Rq`*oF4hq7+?udPS6tyXv%)tr9OV5;4
zABlS$P6{>>3^KnA!e9k=5Ms{DC>xKx2Y;E&lX)qMoy+vnI!TljOA8t%?1I58NXT5E
zK|c9Ca(6=B-MVAWq~o<=x=Ba+f-IehEE{1vUy-Uxs4+&gStuS`b{A`Q8!P8159c5c
zTQD2vFcukx%E_^s%bA+%nVRz%2s5y&o1>?jLlqyV77J5m9Rz&rE(`Dp(rNNj?j-4$
zdocWEecBi%cE}r~2FCsT*-7Nd2?mO(eUQCdDL5>h9=XdTlinn#F7v5?v->+sZ$$xn
zzE!#7Kl?Qr>!Z3qp6#{WrQ~({L$T^bv#HaWsgruzvj#@4HMRR*Z~jqV<oE7I-IWsF
zasvet(1?2nF`HppuGl-WJson4K+gDB&V}lycJm*G;JiyB0`G(4uY@>yZ>IGhdKABj
zi}Ua9lBjZHz%h0)Y5^DyU}prbdMHBEV#Cb3h@1-A1_z|E7TkoO9Dvfy+#`O5L<mm3
zL0;npS9)IK4WQa>85jbbYZqU(LDKwYw@BXYCHz2!bO-?5Oj{7r7XHMC@^O&klR!2!
z6t<rN-4DIN%lc%#oF{#RjTkjF^Hgq$ICh>p7(v1+Z-R$?eD_4Et%7bkh3uXpVX{`~
zyfuR9Rv(~mb7Akxl+xf{d#q=8&%6E`Z*bAsKWr<0*y6d+2nPQKdkt#oOv&hUld8~e
zglv}OW1@mHYPpXg-|SJri61L}K0Ah-0oKsEwirqv19ptH1#{<m2$W~iH=-@86*9DY
z2go`5FOi7Z4^9NfSZrqd?($oZRe(8&i8iMN2Fp@wgFVCN^P-su;18!eT_-$gCNMR?
zhm&@H0BMHbgGOiq&D$Wp_w>p4^yDb|cm514{s3UQa8dutD8Zm=soy8|`xF5%Rr9A?
zN{#mLS{FoSg(ij<gF?(^|Lx80*be`h7M|37u5B=-qc^RkH7)x9X@esx=+<C=KI#5R
zQ9<K%!HewLC{7^Uwv{G&_??g_PIp-ql|bS^X@02gD_kb1JqoK0GPFwF_6%be*@s8Y
zO8&TA%`ie5tPdiUVS=`4Vc_I^FC{jjQ8owX<QEr%B;>uqs)CYoV={w2#ROq@O{s84
zsc=WDSgZEaadD37&ba@1dMqS@brx>PU!H;T>y+E-3g@3|v{%{MrM%gj`2>7b)3F{B
zb+!9{$7uonp`(VG?4O?$E3hOW=(+;plEkSDuf8+t5C0QFjub~S@dm4yvGp=&L<JTR
z3i^qXQR9Dugae)!dl(5YJN~k>>%CO}&u}Hzd8=psp!v&H<)&(Ef}JqBlZpbEgMlz%
zJIVr)t&yHZy#+HNm&{yWq<{B@feDj!&gNO3xx58-kR$d_ydc5-e^pU{p({jMlOI}3
z)dpuOX`dtN1g@wi7&}n1O-)`Z?Vv_xqmv)WZlCyZQe@C?l=loQ5zXnFgox-wVHrv%
z0C;?zuq?NNR<&2z#-^1@?erD7zn8kt{GOm!3~GT)86pY+E+Zi<F{Q^w$q@&^5^SmP
zFj1P6TV}LdW~5tYj9cMffjLml|CGwdYWPYS;-Zf48g*42fBNm${N#tmM*vMdIQDOn
zQ4e7mQP8l5f6OnF^FJT#xQBIh1oe_8Q&Y#2K5M5y4WN|CxXbVW84FWuiCn8oiw%lc
zWM`#_NQoMv>1!JqO>mBV9_Z|t{hqHWLCRb;&VHiTu>Xy;Hbx>fQy&wosJR-h6VF(x
zbUXGv7uJ9GLFy~Q3%)H#DbXH?Xd`AJxzMPZy8$u$8EWo28cAmO!}~x4>xEb5k`75h
zhUR5RxrbOH>4dN2hG9!ztEeb_zT6N!{UiN?&QIz4YUU2kOPn#K)$vzG@NOTP%v$L}
zcTO}OXRh-@p^fUxvuRlKf;%|y#Q%wi{Gxu$e0U4?DvZLYt0qC7HDa&(W9%{4+mA@*
z5kc?rouiQz93^c>S>ctQFBO;`x|N;<UGzTgBX~mqQ1tfh?e6q~aH{!jU7r-epMU4y
zo-F@U3K46)TSayL@l|TJxDNFE%yr1J-ZWYK9A~d{CJ(XsZ*<5Capiy2;oJNC-;YJ~
zh^E!bS1HbgqC&bmd9|$l#B8Y!cXCp8(1R+_F2)2-!DF-sJ#ip?%L+3z6`EE1NDZ#S
z`Z&jjwo0+OB@QBdcIc<L-YwcfpgvA^-mCu2`A>4EpGTSmBBGq;l?U!^Ax+l()g~;>
z*XJ*yAAW!M;dU`CfYp9G%B3fwyw+1g)Md^hYV<|;qmY0|ctF^CJ2d?Kr_Sj|psU3g
z!f5=(Lfqg;iD~JFo{)fy$ji^CF9l}1i1eCHLc`92Uu{t|M|a7%zIgWd!9x5R)Q+Et
z&4evL-1T2!i3>LXLtj#m+E^IV!R@q2AcV-hd)vYCR+a_GGNZ6ih8AU*l0OOMbdK2s
zUdVLubl_=R<ZefVcw2XvJPol{?x>;7HF?T*^Pvy_q$q-Lr!O+2sNd*ci6~Ma>z5Yt
z`zEGFqaO3O`P4Avyxi`{FQai|w{=e{wlHe;BV5YDeSQ^u0rkInpXp4K8ULm+%$uey
z7$-g`_#fWHO_ch3KwkZdH<Lo`UjBpO@}r&w+#dm+#fR&yWe!J_xZh^45_N!I#Cc~h
z;qsFB8EQB3q=E!4{@1^;b<<YkKJ=2C<`!;b=3XWaV}_>uRw_A-pQ4cIT`VpbaQh)b
zjbsrG;UkT!S;jQLF3V7wtGM{(=U;T9?Rjs&AhJEjJt~~~)s|Dr)OgGcAF9yP-f_?1
zUHs#(%J3KbSiCi9b=nhkTKwZGcAlSn9QjWXP8u$^tEc<xA~=PQR09p`$F$svt4Y$Z
z&H4CiW@MXiF1?Gy^$b2Xl@zt|9%*Xndj^P4KYYuL>C6{1zjn^0!sNv;FG5xQqAO$O
zuL&eqILMC^2SB9HG0+%6;Fw4LY?y#)M-yreayb+9G82|2=((Yicg(a2p@^Aq`>|>E
zQQvf@`1h;<;wS9S@zm<=S@SO|5`6|I0m%j3*~x?%z0`T5jQL5!*_qdu-R*O37|NN4
zzfYzT8_lxle|!GBnf-cXN_2m0dtT`DIKcbq&EC9Kt3P_pX}J~q{{GIOmHZY^;g*|G
z^BLO+|NHY)>Ue~o(B=L0u_tTrGO^U{;dm#EQS$a={CgIoB<kPleHP=w-Rj|wBS%wT
zw~L8AwQW#<m(T9b#)({fygU5R4&hgH;i7T2(caVh<|3Z!)FQ9Nxl;Vff|dp5xXErd
z8q=80=+Dl#roDTp#<iN7<Qd3c7!q8bci58NaQE8w`l7kf@o>@GcbR_$z)E?2!r71$
zb|(BDdh$-;WW5{TP!KEXkpO15b`&iSwn99WAkT*yq~^Xgh|`e`PDS{k@^mfyY(1QS
zEIcYHEGijKO*>3gJ6u)9H+=9i?o(mx=c7kIX5spYQu^K)!lqxIn5I0@N)gji-*r*H
zOm0{xB)-YEA_lOQFPwP&mO{>Ri+2><o*<zWuT{<JJ|iae9~^wU>ljj;#7mak^_v6T
zV@66+8B#_ixW7I5XQR|T8Rt5dd?~cT0>vCRc`*$<3P3;|$aA8p4I+IkbQ_cxG=3Al
znr<R&7Avfs9DNh+*98}*Qhx?QX`a^PZ`kk@(VXY~+EF1aa;~DquZGSt1Yt5Of|`-d
z&ne@CDHCn^>1_BJZMYa6xM&@?7#wg?Na<|&7#z89>>`-cYCk36k~*Y(KhXQmFqNGc
zx4SyBn=_KW%CC9gY<1vlu&8Wsuj~ojZtLN%AK%U~UU|M`JV<{rE$O|#vT^dQx7X)!
z90Q%0t8;e6UVz5kkCD%%4#Z|6x>;r1VkVh0iC;}qKbxdOzmos9TaFu!%$QcJcthIq
z_T(}@`dRqMa=rCoLumV6r|dJntUAk!pkcc$C(w^?t=^jp>VtC6c!^D^sVYC_pm%Rt
zO1E#zzHZk6Vd&4532%60zt8+oUTAVW8sYmV$O5hAka)~u**jfyQTklKsD^hI-nIDG
z?ei3`jvR0j)TNxF$ZNlmk<pjcfBll+8t;ir0MnzD){q{6RDg{c!*tDg;x^famPyM3
zfMqIAp3vgs8*y=o(Sq?mrzC#{5d>8tkrYI0&&^(HDr?Kj>&wcjyne0nT2)J1R>tI|
zA`Pa1S3b`5MhMQQE_q?gyz`XJALqYJ%0K~W&27sbH-6|}(Q?l!3~M|*W*fTCJ`Y2{
zCoUJ2bwJnWI|dPTb|ZEh7g{amCm?BFrs<$#cjUPX^tN}kTgrDQKHk1B7>9i$DH(+|
zPqd0g(plHL^ak^e%qrxNy4OhuIhbc@A7hma1p~;zm*aRwwejd*zdry0xCr6FTy#pc
zo}g3>OV^y>4f(D?R$cAos`0u>#rieQU!E60vex&b_7M__Aj6cY*bJB$a!=8yB@TG2
zWnr7}>P>@a*2i58Ly{!Z`E5gs0x4Pj4)oBwhhy0byqOJW*8;R@Oj6`4sou*z_rg!>
zk^WZk_DbCr!8-SSf+X>5!b^yNf(P)u;23D^s!yLtYF&*#Uu;3u&0Li$O)Zi{7TcAJ
zj9^6@TLKK{$1zLC1Y|nj2?}XOVI0r&phsl6Oh7X3NIuz0mWhTUgxHq_H{>ny{fCM7
zC%QdJVIeNypim4?Fjr<Gh#~~L53E8j4VFt!1F7p~JuXoqAK#RnXrI_p<i$oprDd$0
z35(wqyAW!VX|99tOOC<ZCt$8qaQ_*&-=hB%9Q57`TY6#v#gq-$ZQ4WG+PgVkt&?LV
z@?y&}L2+av9<eNtVzz6!^JD&%m*(K9S+PQPbHM}zu5SXJU~90h8?XN-t3Cii3;w2p
zHNl#RYL%a@sw^GuX;1aVhr2niP@j=`K_`XtIfpN#KPhegss9$k8&oARNQIS_z8E+3
zsQS643+%=fF_@#`|6pJO4Qfe$^%9o8eVuk?`t^jbn4i6cg}=mlwA?-jVc6g`vmmzD
zESU;GHeaflVPSdl@p0(sN#Mv!A-4f0Y4rw1Kti~;VbH0-r%&`LDPMH~B}zmHQ%(s`
zFJS%-R1bl4(`MG?Fk2fis*`LVUAZuA-_3iLQq2b}J**#)Zv_As!U`S~D?oac`jxNW
zS5}lLAW@@{d`x~xL4IUdO>6fr-uf-DG@EFihGyK8P&Yb^B>ZP+uYI)d;C$UZL|IFf
z@SmQhwvMwUit3OT=rerYrW_7#b)M1loYH#t4B-`ykfsR1l7D9|W>Xxfj-6CM&__%7
z1ul37@d21@bPr+aps?40im!p5CTY^AiwYlna<=l$uq+?48;1b7Zjlmj#6s@iJJqKU
z#SE)Q4nLnR4FE>iw3~1+huQ`p>QKrZLmaDtqdloLo`8ftI@|~vBE$Rg!bADY4YM=c
zKajughIx#gug$xnRi`BDT~gM&rV6>5csYO<?iDD3XY)`w((m&tc*^zeOSF|Se~n0%
zodcEVWLNJ(-(pu=zp_(pOWd#W+Wgvr;(`X|Em#fE=mb2P+aPTJQ2~lTXF$jB7{!_(
z69rZov+@G~JuEmz0Ig1WI6%3CwH;=Db}%0k_`j(H(A)?D1Vu!ii9D4N5_txCvI^~b
zAx(;u!@#sK&#Q1MDhzLCa=-9EhGJOZ&x+Q|ASpw{^DH>IxdsP#)CRfL`Z?89OI169
z(GxyZ1Y6v;)xX>qiPV8%r+q0PHoW(;4cT|&mP{3XX!euWYIq=**p3H$7JlsDkSNjk
z&Jz|DFPa%~6Yj5K1xc9g{CnTOa^w8LjEv1BGpL4e=!IWmP!(TXFw;_yN`#-X^hRgm
zY{WyFr2lxMFRN$H5FtT;^?XB)<zzz-ap~Snd706#GS{26s{CkGYJu!i0U-K>g85zE
z_#RwbC|`b5J9m%t^o(-zi17Fs?@}8~K_oAOfhj{HBMMc7zC>ZIV#*jw56MyieNO;v
zA&4Fjfop<|rVAwOq3FtFL-I37p9p3(fH}u_u&7mF>xUcmip{fSqoR$989&}NF+i@x
zt*#s2<J50qH*DkhQiTBC)ZiPu)(M;l1gG(a86%x0DV-)Ql_3Bs1bU#_A%S|)t9;mS
zj2lh5U1R#F|47h%rYqhUU*Pp@xS~DRvj>+oi>n`+|90E{_}+c`w;;MKR(7SBMTY@`
zMU3Y_Y3HHv)KW|ihn9hsOAw(+256sDDHIe`o8%$auPf)|-hCD9QaQ#yf1-IyB=TZF
znZTT}`*B#xNv{zNzO7hzj@2yFoGAJKI6BX8Hs3Z56C*Jyv2~EdZc%Dijo7PN6ty?i
z)}A$Euh!ms6jf^0s8M1SMa`l%HClU>Ad>g_zh4|a_>cp6a$ooL`<*9&NHFH>SjOaX
zX=Iu@J4ltiIN>Q;Z&+1w57!xvM(pe<sY;RP0+vYa8#hE3S-Mm`jnJ}q;&~<42O`kn
z6aGUI+7I18Q28Qu#l1WBrqE+*{2zCzVay8gQr%6fV>GJG=5pYXKS7WXEO;Z&6@!#q
zzxn<>^Qn(qB09Jmb!`x^K76_XUzB|&ktla0a9pjFr$ErfhrE%FntY&bX8wtx7Y&Hd
zi-ZEsCjNbJNo>qX`pEcHb`#~PF-G-p{s=Zy6vmJvhxzQzKtRdxtDs-K%alK(nZ1w?
z29{tAxxw)AtsmMme6L~T^V6~+-fzx12nzX8LBiuNd*5T$3xxk=N<Ykg%%oQq#ImBx
zV)o!Ml-CWRe`v%1uJW;&0ZjrXU=516Ho<k>44^A>W5b?WxReQ`B=FO2FqM7kf1J;!
zw^?_%hnd(D*FR_O(3)*J16xc8O7t)FC77u(vHW>sdqvrMgJvs4ny28SABFPydo0*f
zK>Mzpw3)Ig$X$b)q{znRE^_Kx0W0UqeMiz7I!r}D8p`5gUBE61qDUuMB}$+!suOY@
zRD5uxzz%{0A;<@`<!%X^Z7{8bTJduto$n)^Z$VbTv~1auav2SXns(mK`taJwcbWOg
z4Kb~uY1I|1u)pc#=1pb9@giF-qsF@j?S9oWO{E^z;{59KjWi2vlqubsy636;alB98
z@-H*%*9lg<LhE_?>6xiKer;~;qdu3k{b_O}g1L>)h0Q6zv&;jhOBgcw(1AYvX`#}A
z4?NzK<90#ft#Fq$iqByeu7sh3gFuQ+XiarNfcwSlK+6)?!gEP_0r#(~wPucQ)EZAL
z8Ezv+rdmlAKf{#g$optg_n)2Wb!nK^^Q$=*)}0Rj<FT*LzMellUzGdlf3RNkh{w<Q
z&K|C{X2aU2=i+R8a%6+&R%`-rAWfS$N%yUl{Q4PDB_Pqr_2?sjA373p`l0b^<caf;
z*2~fPd868zHr{LPm-cAo{Raax<$^Nv)Sr}pW?-ZnW^!GsWM_1}%08~?1^$Z3PJVC6
zX_7tvEb~`dbEk~Ipze>QYTR{HtjN`nM`wAYBaN#|Ij*9SeBuE>8k{mh-<(p05Hn&P
z2G5faL7Nj0%n+atK}&KW=Q$my4j6v9V28k(Zr$<q-(T^^9%hU${O^t4sgRsB@x9dU
z8w}g9@JwTK65M}%_m9)vT_=I<*L)AXYq#~#zavueW;&z-&gTY0=C@SgroQ6dS0itW
z3YMSXj~6E`I??zUxH;~ur*b*y&Gr0w4f<;Tr;CdP`&Zwi`DQ`<<;aPJh0N8(#d^Y1
z?v5Omz(>NT-VQ5!M4NCn_N^#5e1WjKly`u{tzG_{d49hGyS<w-+0PSy9>=zSOKMhX
z_Lt<Wxx|#Q%!01igz19?Ln%EAQNt8D?X;6}_7nM+mtTt;+Ai)kd(b)CelwSY1v;VE
ze>TX>@R|XgxjMnMO<C8V==Kyg-viWo*l@Y3kq*hPamAJg(E+^Ca6Zmj@Fl|uloY4U
z^2nSej8TSM1$I$5kkrnrG5+4SFmpUWoBw0`?0CCm2@X5nj!nXauZEHWI5ut?Caw^o
zaH1O-CGS$p;?wt7`JUe9Tb3}dLl?6L79V45wDrjy==Aa)8m0Uz5#PFtfUSUZ3eKsg
z5(#%GP|=~xaS?(!vF2hK?ap_v%Nlo0-l5uG*1Vx&APu+nG)TrNzUUL-me~Vf>N>Ee
zb3;7y-?@!7zY&L^m|$ca{|3lHOMv5A$N-psh21?0#u`FI!8t6K2vKrcGBm?0DI!%6
zu^7VYOR7+KK0CGu_OZp1ZpZBzadaOQXcvJ9Ciw^v)p+hP?jVAI_1Oq;6^`4NB$chL
zmK7JNtkZ_*OH)(jXsQ~2S1}$^ox2w~e=l<G9{D_9T?P4kWh9DKtcSIc!_4bFxQnCs
zWpVSrqt&xP{EtBnvlP_K9eEX)&GlkWR2#Y9qkXUDrEQ0f2~(er>b1AA#Y^3}XS=7D
zfrA_B4=%>rM0{LGIDkEq^-R?})31)_-?<(=58pQ=lZ6(|&qO$zwZT@RwD`814Vl`#
z-7wqAL3~^OHJLk&?7gr1?g)mXhR>H7q+aybNBA2E#u;_qvl{X{3{V4}`DL`PpM!9<
z)=x0fPoKN^n}Dh4sREryqQ7b<KTA*1OHI*BOi4|PaJ6uwP}f1~MDv7#f4?|%L$1gN
zs{=`(EV(hFBmg>{SXfeC{;8xSx1k~Q)2HIxc95FE69bJ~{0QK^6|^0ZxC+I}L87TB
z)ZfN_C%Hh}MM8f-t=WaULAtnh;m`npHE{24Sta5%NPUvq&-~25<7-}bsPyyu)P}dk
zU-V2|6mFc5Fp<BxY@K~*n3cKnI@BpbSm^dzcd`P`5>K?stW-!A2?q|Ot6=tTp?`?v
z4}0`*Bu7m30i4(<pBSG@x?9i+@}~*YzcnPKDf$d3R11o+l%Nm&(PTQRfF|)&iu|j0
zSGi^F^VYI*?gtg0$}7T}Mf$SgU%Jp4KP6{&$}U684OD8*a2aUq>Dz&ehG#d-(=}ut
zNIfl>pb}{m)?CbK3IE*0jSq|E^K~EdDcZ?v;{1g|7*n1KQ*_q5>adJ(T@H4M`4+c?
zd^kN(FX-Y)cS>;Ni3`Y(I(cV6?HJyAzx;a0o3Xr&{E}plY56oG(zw9Ew6;-n{M!*R
z%!$6CO-|qRJMtjf5-9{JV(5(^Wgt}n`u5r-ybv;%>|$mndNSlwZP*XdaFpc4I&f(5
z2hwEkeu>_^N2@p&8ELB(=0Kgu&y?NV-7Oj3z;$B*Su&i&IpUC9CQ6Y=k^JR>)<QJ5
zy%N1xNep0^qEb)L)XT`RMAqIVt%Vs5FodQSl0((h;#AerRMoOn)nZf)iPa&T(0G_M
z=y(C-z5uE>6gCA3o8l%+ak_|G1)R}up@tBOTQ!n#&)-q0GxTa{gy&>vVU%HXAQULk
z`@VU|P3eHcb4UX2_>k(TyYoS&+@bp6k=n7l=8>DcQW5_dI`MY_l20v#zI0I2o$oHB
zyfWrx&d1EQY^hNX8e{qf+w<eNmyg&rle;dE@Rg|dUO#zmy?!b-lmD_xX5QGNsqxZN
zb7QdVSa4fY2$VGcEca&`x=`k|g{I%Do~7Oj?4Pyh!`!``$?58N6S^i5&Nq1<`mO!j
zU{oG1GBVF^+yL9zh06?lpa1?HxdooU$tMA`iMB3)Y1dm6Ed%O1EIY$u<I0=Rm6w)Q
zM7SPnKARPI`maoYTWI~$ap)&TZg#}<^;2N^;^^7*YuCE1FHNn(G6e4JCk5Mtwgmz)
z!Eg&DaBDxQUoW}uH!}ZFg5uhpgWiX-F<r7T@=Hg==5;}A<Fd}Q`9D_o;~$yr=^O+9
z=HgO_lc+{-gGzg&`^^t5teu#|C&MW_$DrcVH$*4?NlYC*7(1Sr3<nB#PGT?Ki2`xM
zBy?9K3aI%xiSZa}ndH$0kOoqc9+CjmMFb8Al6Mhd!6PWeDoc*<1mYiQcMqYhp7;=F
zJn9H&=m96_G{!u%kfF=#FK$dC1k3uxE>G~f1%d$f*d<uXA4BhF0z|_YkI%}uFmQ?4
ztko9yQS?{TaVD9@nUc0rMM96c9FHa285!&_Of$PvgkSy0>+z{q^od*aantf|va&nD
zABUHAU$rg$vX6WJPs6{`&Re9%-iW_e3|c2nRV#WXF5xLM?jt&tQ(9wFTIp0&^|JV*
zb75I*k6>ySj`+XgUho}leNqCr3_|@5XwesbEUqYehXucRuCGpUEU1^tsGq8Xji{jf
zqQF~;l$VZ-mAb2c!%IJsEIhp|zA3#rK0UuWzN4cW7|<XmV9f2|$8jUWkB3LJMn+KF
zLN4~PD2O;QGtd#GS5yRrql#Gk253Q!T%KMCm?D+Cke=Q+bJ8>Iw6td_>G~PzKU32u
zL)NL3?OuCn@yL+4Jd@;U(#*@1xWoouDDHNX`Dff8G;CydS=>(6+No%AuJ|wv_d}Gj
zBkO^HY#q-e9qkFq5&*=jNu{MjLYOVFME~_wY6nS*Sq(i&C+^p7kt9L`bylO;eH1p8
zeXvbG@=WIHP85eWy|ix6Ox19V!0)9;0Ax@@I`K}2@pc@U2Zn&;>xFMvkY4Ok9nS4+
zC9VBVU*AYxStVtHae`K@qwYe4LNk?F<P+stsHq^9NLLsT9O({0*ERx`#<+*<cRr1H
z2hXm64Xwi(Ca3Sj6e84^x~YBTgULvN;i^x{3g6{rkUYPu_td{v4%=dT*=A4Hx<Tr@
zK0=J|YJ&lAmJTi|9IEuwf4xX14k`$2SPzLs)(Z0%O7j=;Pj!k;)x1e^Syd=#CtG@W
z@>O`tcQ=Ow0Q$QH(a@TI_Gz7WbgMHyux*+6;aFF7gv%li0bt!K132PjL4LjUI7T}!
zyHe2-PQBi~4S>b3rj%=;77jcP^UYNe#NpI*2_a!!-3;CB#C3B~Pg(||+6Jw(+NrSo
z5mG?M6qZv*GWc+;4&0PAx(7M}T<C=nLk8zI=or42lL?1Gy=?^mkB}~i2)4HT4qXWS
zE^-8AC=H{O7JEw5)kz{<o5VucfXm7O7b1N2Y@5F~KeUj|&WY`w&-lBb;`xM(BXVcM
zeELn~oCi<y^zNueeUPM11~C4lVO($@p*KT>?j!4pG^w9l_-ECE{crK;7po0UzQxZ&
z+~z)_c~!D_zVqavF&E5^W@V1lVMNT!o}pT9C-e&QzTl8TmpEHw8Sft4yp|BLk!2ox
zcr(93uXBfhDY}ZNB1CoAy^36l3X{F+NRu0day0Hh7jM1Kta~H}d$Boruz$DtaoUR?
zQ5pyTtcN-gk97=P?gVJao#wbNv0io6n%0j_u6}#PqUo4o&a(6j^3WpnBh?;Y4SzhE
zG@cME`TUugJg6?%f?^l+fR%vqd1RME3=56(MVZ4sDIAiV#Urp_(L0eUy`+g)EK-&Y
z0Jo4R3q_KFu*8nTM}_m$qKupQ$ZwAnRWhF|>nfSZe>XI9E6Z>Fnw8%c7gNwPY{@)-
zk$+ay@ni_J7#uLmaI4nlVj(k5bE11@<D0YKlO?k{!Pa{+O_wM~FBL~E6;mgB(?ElO
zXHTqO2f05rx~!X9`0P|_aX!6xUF`G+S2S3Y(Ag2V8Kue$r2fc%KnVeU=LJs>aKDeL
zI^!&&a8xVsjy50sNS;THOMcMVzoQtcYsD9S`>ZaV<1=qs+Rij>7q$KBi?DB7yMKEr
zAC^oEeyjf+%ub}>TE1b7-r5uN+b{SF#~#nFJnsh!20S?Yd8E3Puq5Y!on{8tusOH6
z)~-6<KE<Z7Rgq23EacaJ+Fv7KCFA|m#Kl9F8C5pit5O>X0O+FRWltGi+_^Wn%QyNE
zq|PL!%(JcWR4lc?85l;W!Oti}4v&?b2J0#mY6JfW{Mf!PIhK?%ot-rifT(-O@sW#z
z0u~)c_BXKfSAPZNlb;#+ud9hVA+Z4t0Hf*?Cjt}(Ysa;IIP!BDitDLrzMOXfUfT40
zz=mbd^Sz%haxhKBq`QI$;&o4(!L0O&NvBetdCjMu>30t9$u8-;fBKAdcyW{zUyS$0
zu*F_J(untdp8Kat#;5(?aZA3*^LV+|z@XjnnWrkwUjqUNdv8}QmSivHM*+;?$<8tw
zzj<EJd42uCg@FIvjK0GEvsiA&{mWtQ>`<BQsSzx|Z}g>D<ZIz2AL6eiL*Yx*vVK>8
zR()V^jt;w?LiY)tgrx)@7lP~6rVo*vX~!WB_jfQwwLkup`m8}_*Wt^Io>z0xuCv+T
z*X-^qF*0by30!Y;fp6%GNju@bB{brr&+)VUbuMC@>m$B>d;8&$cYkug#m;4_i`}h(
zh|4D`r;G10+p-><3)`^S_tR{KA{Eyh<kt+X*52q$ym32LQa`rQzB|mRmCBjS1khl0
z7$gi>r~t%OU8sX4Tcig^7OCKS6?dzLy!H%MP=<>{X6Rv$VGzhcRE`)HU4+AS;jkg0
z;quzZS$R$xW}diI&II6tC~c2bP&0>jSwg3d;ASUv2u;yPB%|Nxru=IVzXB$s#uhcN
zmQfT-_#5*C-e@1%XbGo{U{w3xPo(%&ebtS(@!wzM<%YweDZ^0>>9Wr9Kn^NS+2%&X
z`+q>6P0ln&wTOoF1QqokyxWwNsfVms9Q~=oGB+O8z#yZ{z6xYNL_?0@&#bk2dGEM@
z80G1}l)o|FuocJy@)I@7r#jT8y=pe&u8OPLid~j6T&HxpBC(OTX(11$Or>T`rN%(_
z-s{PZ>B`O;KbSRmxL__bVf1Lu3<~M}y_DW>N$U3H`e-%2|2mKU+U$2!TX6Hu{hd31
zUUn`o`hBii)vy`4$Udguh=`){Xmy{+nSAz2cTM9r$H{wdyS=3*bbpy%A+vZ@-13)u
z_P=8X;)c9k3_*j;CeKHfA%}|Pa*5C(Md=Lk76A%RlUsk9_y+>@qa_Scj;0LlPJctq
z_?QojKJ&l2zNg*Wn$~6@IL{)5_N^sI3rfJFjN;SF3?f@2vn!0hA6Fdno+-#P9YJCH
ze0+R&1vrr0$j~v-+WQ+J0ns-@Q=<>5YK>s)t90ZZZ1Thuv{tS`i5W>csVUENwYA9!
z=451Ql<65s%6D0ct%Ff31%5%a?@(%#R70^b-$Rs?ZI#1q!?C5LZ|owlX?+o508CoB
zOINjLa6%GecUDZ4Q0fu*T#(Y3Ui^iY;Xs9QS5b($JX^f;XMw6XuN$JNKN(9lIF&df
zF1m2?(ah4U4zoF+GEy7{aBun{0g^ZlE@_Cu4PAg);yG2sKf0-(`El!aVQXU-3d}n%
z+Z!99%eS`t7DXA=R5rFc0dW-9MMA!Jh55AwK4eKK_c&GeT+k%1pf%6P#c;b<*GYf7
zKZHgO5xh#`!Sbs~+KJCT_6+2enEM_28_zy3>B#5NVfCvMF)xn~$uPa=v8)5hpd?lv
zUezTh<Dg{-*Ck?3mdi+nXA}!&6hoQFku2sgOK=x}AR|>6n47fSa}Y)lAt6j4*JvYA
zqgKb4uyo|>Fr`}9guwtpfihW`|79|hs5%jH_$8ga+FIFv!Meu|*582VE%K&&%uUy~
z+a7PXkueCSP!pvn6PCwF2=Y#-s@hvs!xUA+JQKq>6T>tU!z}Py6EzBTZCcF`6By^{
ze~2y3-x*!WWk;HmSRtw|KK0*eD++Wxy(4^Q@rGj%M<%2akg)?@rjz<&mET<SVX<6T
zEa%0WQtX$~i!Zj=7C<5N4yN@aS5qhbsj|MF$@6a*gZ^oB`lx&780*^^9+xFESjI$R
z+Kh>g?<cm}sBa#7T3hqCM}0(d56b11&3&q?$SsebX>IiHyamd`ckU0#=w<#)^Dn$c
z89y_2_fh~{p#ub~k&4W|w@qMhwVMxBo($jY@UZ6deq}9yLr&yho0jxBDLvxulMcWn
z6q+1XoXo-ZpOSXFqI$FJ<7QFm{>Q4pbwVM%Ly6)RoT>ORI82C~VA-@V9k9V4iq53K
zLwD||;jQSyExrtc{#!lNo`m(#K*0z&aM0_<A!8{!5i3!oKu9itZWGH%>faCc>%Z{-
zhHX{#Yui8aT-w;L?fL0kd9pk5<g+-?dn5shCp9Xo%;`gp!-I!Zn(uu#Bavl5$aNTw
zqizg5ZIt#B1EvkK6zY|20JlgK0`U4NJGD80{uYv3Q8g@8T**FoDzQP&tWh60uQydh
z#b-0GTL9IurxqL-l*kxLWLAx@*YGwt;t#*j&n{fpzO{#pBe3n60s&VM7g1^HewFsy
z#020*0H|M0|6*~h6<Yu}BcHnnU2k%}4tfKJQ%fu`F`O*M@8T4t*Wixyw0prY$Ya@I
z@;jjPL~T-FCh`FqW&%V#&{-Vv*9@|&A2~gboEVZ_m~@WncVq}!ebx5km!B9-r=c)F
zp6B2El?gV<x-??(&$`)qYv&Qm_T2W%(W!CanF-Np;P4zD8=EeC2>pHw<{yHCTWV}t
z5UB;%g7w7&^lkCM7hp!O)Og~XH#I808{X4+b&vC+uv#M#TCx2KAqvF-hN$ea$kz0-
z)~0mwLyBP3pTDne{~;z6y4aSxINDlTzXRM^Z2ZGo0s_N{!z28Oj|E^<UF<9D7zA)3
zR;Kceo0pYj7h(B~Nbk?i_McZTUshJWzE_FhpnB-*W%TgI&4&Uvea(!>NFFLvF^WBM
zGK1Po7G_Nsozc9OmTm@<s|aQmv`g{_ZXD+}R$_2P0Yl$fSxvHi4ge9_`rGJ^Ufy7M
zJf|`ojJI;>e%XB(au|SVf|6di^55Nbus)>~@+F!=-UoSRR?kLvWXdFZyYafu6anXu
z;NiEdIrB|Uj=$<VUQQaX<7%C`I4$&QjEzG^;2MBTF6sxLsbt0)93;GnWrZ9s!vExL
z9%OCr<ge{zum4SkK*HN>a&r`OD+51O22vLz>{XvZluE*G6hXkZIsJD4!%he`Dr@yK
ze~*)Z50bPSgdvBm!Fio{?1gZc6*w;?h|7AGJ!0|#thxesTr+c|U$p0Go8SBAKASKM
zHx(gSs1IB42$MNcXs6t~WcYC+kbPi6jq6bWpm_p_ZU85PBPsgc7s6<TAeBpvyv*P~
z<}?0dQj6hn>F_y|u6ftOcD42819=N4_K}M3{N8cx;<j~T7j3fOaK;>vITfZBpE(hm
z_MVxkoiV7>eI}%n`ZFbEA~jh%4fYI(kJB<G0qNH6_E1nTy(`Hf0+4x6=pB;qtMb7V
zzrm%IaU|a92>bE`fFij^^_~Wp*E_<GBP==K(HZL>q7}JxV&#N_r1X{g3clVsf|hfO
z$7y381XaX)X~=S2Cb3Szd*x74<Z(u@-5;O+=D{J%(F6oOL@eQVpg05dYtR`BbM!l;
zhA@rCYD6-H#K6@BQ+yBmf!>c_#_$9G!H{#zIiy}cO95M5lF0cA5LFdFp`9NrdL$h{
zLjb$ac=B&6zQFX8(70sNcTZPm)fe?2DLigWbnC&d78%lnH5FjwR(L#@78%;8NGBCh
zy9qyk=RNtHc$D_xqV7^;$y(YIb99ezcgCk;2amSBVA%7VVg+0K@7}U_hU*(|Q;Jd8
z2=_C5=Nf`&Av5r^lG+T(ihh%UMl|)biaC6A=PfAkB*D)gLVG>Tb1B7tz3f?nDw=a_
zYjk;KZGS7V5WckQyIWbX1wQmxgdALbxH@g~-xlzYwV9GAE^s}r<EXGH=%Ghp?JwH5
zQaXGpsN7;r{@F;a8Rln&Lf3k}RWmECX6-MhJR8jQ4g@{1{O*x;p8%?+mD=k?u3E79
z(U#taAGtEUCd&jT`_yVLvS7hPj7yAb?4)lbslsjyED^s&z#XJT9NI-;;nsykytCYR
zNntb*a)np~8Y}}j>K<dHD>2g!VQyz{mu8n<V3#&6ZWnzZo817b3C%2w%neT>U+;eX
za8&fztv36&bMwHAol)&pMa$A_W~`GTL#?mdSd*QHca1shvz6QT_@7xiId7A@ht5=h
zn&hma7B@S5yMFC<J$?2`^8DKgzwb16Do5pJ%!2^MEdFEl_*>O{Gr518_~&vo<`-VO
zmj@}$gss6mv}_xAvh(QzZfBse0DM2t=U~X?AeRig+SdpuHWT6le@VEuUhUU4?F7a>
zZ|x!!Q7XWnNTlUChGX8=PmVBd&Aq<wDPj8eb(>qm)sMjr@K!vHx#R=)jp08tFTPdh
zM`RUg^1uUqaX&sTRjNJ`JQdA%u97mgSa_Z`W0w6(Cv_>kAaWpTcU=Vm2X?+?0zfC;
z5q{>w%t~}z)GS)r%->cc-Q3AeP}5%>-!A^$$Yp^tb~gJPb19tJJ;ael7FhZaOeF%D
z2jKJT-%i6L1Kr}Te&^6|HrSPVZXE0g{E#-z@~Nl!bo)D!0CE6h*zQ|lR~1zEo*ycs
zYHKU;-@Cq5MrGHWH!cxvfz|f^ybO)lGO2tbk)HoaP*w*_t%3}OeK6K|+LRtJZXWRI
z{T~PBau%x0s0kbJQ2e=GzBKi^;z^%~nZ$k87WB#RK$zxJ6_<{nW0)g62y1@__<Hqs
zLoVpz4Bpu;e|a%-AQyCXe$aWbxA!_2jz8Z1WnnH&w!50~ApxDAi+yR0i>gaHh>YrB
zWx<|xT}zxFbddFc!(|pOSEu6+oK5`!xrGEE#tPa$U5|PH{u&H!GdXCUUVK^p#ps#m
zXJLZ9@{g+HPmk=feB?{P`%DLICJpE2R@+}gQ~k*X&reeJw|JIDHNO;4#da3Z6M`pt
za<Qr{6yfCV^yDXWQB=t)R4M(ji9|t#siFp{k_M?ncUd^d+<M6BdM+$)(2C?T%TN!K
zOlv!@TZ*sS?ULWH-Rp{F8Hi;GCym=JN0$64%FVPYG5qu;Y2nS7t20j9c>(og_kC`r
zYD?j4Nc(IT?n_Z9cD1`Vskmf(EwwIr>S*FCeP-wzY6d0cOIxl#M7sLlQnrVAei~8B
zvjaX+cHlIpB+t<4eD|WP@pQha-eqpcqWO8dV-0YBa_1uI`-i<uv;!XpZ8Uc{YV0nA
zG6Zl0MhY<`X=0!b#u55AVpx1R8ZX{^k^TNhMjr>{$+r|&>4&9>&Hyc<iZ)wO%(nmy
z2fJYf6tBuSDG<Vw38q)($W#~$L`HK(aNHp4`FEk{brI&}OOi^yY8Tk0EfWk=4vSMJ
ziBnFv^_ESXN#x_Y&a=NLk6)HlhKhP|4Kwe&r{jDi*g2x}(_<8?3XhhW>Xy#Nm(G%w
z&bq>?pl!zc4HBj<)n835d^=iCZH>Cdi*pry!BWDL*=JloOM26Jlo<PWe<aLiefFOZ
zIUMo#`Sf(5Ny`4@`0$_Ad@$OOuE8&4wBGW(kNAF3M|^Nl#Kl8F3Rg4Q-4^@&<;w{9
z9Olu*CdbuyMyoahfnOc$jwi_xubCtHDNZSlJdeC<y>erKs<(ic6SW-gceMfam_hZo
zLqi|}f-E^HEj5vWo{^D(DIETa;U2PAhJ;g%vJ0xvz5sBI0b8Z6bul1GJPfN31^K<v
zQa3VES6A23k$>{Uz}Q$rLBUi>Nr^~OqV_sOnnTu2p7<q-J24!ClQ&L$8e5=hZirG=
z&@*{5r)T!-8)|;!TR?o<?={N<J77k-4>5fpXZcH-P-}T$`IP6Wf90>uNN(HXh|GrQ
z;4egu>9=VphT*~JLc9+Ez561rAnh%m2+jSFiN??-64(jgP;}w8n(a@}wa;Wkwu|;#
z45Qhl!V`{UC9U8V>l2=-8d(>oy`JW8E#?x}%q115fObIS^g(*~f_b4Gt&1gNrce7G
zpe*|)pG=^T85$4&Q1KofBrF%8_2WaH6m@!-E!%t5p3^ra`Nk<<#qlrLPNL9la$mUZ
z0#sW-!uv*LSE(cZaoexnHxC^OJgvce{(-QOSbHq|)J>+~q$Bg}?Jdw_6Ap>Kbp~)o
z<i$O0394V_2((ApWggO72`@_PbmthnooA1@DlMo`!*y+#R-BZ<x|A(}Q3}Ec3WorQ
zYBKk`VAs1glnR3xR1_$POLi#pGj?*?SYkI8J@&|4daWNx+&d@=Lx_gEB}{%Gp8G|V
zBRhm$;amFmq1rNlaY2@?o<d4YWu=}{Td1DMPnr>aH$!qDTyr7QWH{PnIPo?Lk{mI%
z#Z>ee*1FK$D%~w5&CbgmW?~qYQ-TnJAWOarl!TTJ3zQ6Vm4}zA(Q6aAQ4CC?aPFc(
zmPp%|0m7oPFK^W_Fa^VsP1OL1KtZx8X;VyLj&k(an~0a~3Z}SjX^?e0h%Nw^91t)O
z&_02a7RD{qa}tCU)6tRdAX-miRn>LW%uK#x^nOtf!<kwm9F4w61@%<tmY2+tJe09Z
z`;eV8>eFB@HS6}*@~Urtn#yd1x%F1(wj;JaObJ26&oeK^)gp6|m6vsub6z@yz*{{(
zo7VbR`CKXL{sPmV&bgm<NmW{fF)>k1O(MXs0vOp|56cy<Q;~56v+pvdC0&s8$q6Z2
zCNjbD=Wdy|X3P2k$P0`%59A2ix<Vj|B&Wt(l^yB6PT3H*=i|kP{Ab{`3VZ)gh3B>b
zKICSQEA_cIXD<BDAuv4wYak*VOroDJDBec_GAP#z_U$Ks(}(p{xoA~=(-!G3x##II
zyKfC1Wah*Hv<vbqxx`gwD}w=?RR~}P1CGusCJw$kFRk(NH*jzu(MJvn83fiN06`Q3
zZM{|9n(f@0T`h&U!Rd4uk2<4uHpIxi0j#4kH&);{;*hZ!i0~BW1(-e*Jw_o$f|vK9
zVCs_NZyqDAs+}@>`H>3O^9nHH*&RY7fi#_SmJ=xee)LZPP>GLNANxGa2HFuTaDMhY
zf%m5N-vA$H%Uo~UFU~LX+(5qz;-8rZIl*$R!P|F}zwSK?xbrM9?+gSGuOZBt>V2Eg
zL0P~Cd(@P07^-85(6@JT%W3TDv#(0|cMlAhc}Y*e>^OFZvX3<pbx|LSKG${Rg;dAo
zH<iYxXQf9bMYeX_>yj%6z=f7!Qe<-FcR!Z%RlX`mU_;{2s7%sLpx>1CQ@@tTUt52i
zXii=$P2VA=thFM&H9I}BwW%zUMoshCQ}7W~h5YhcBssTAr2RLQ%`$F`^l*bvbA5y5
zK=++=L>32oD9~kHp$)kUNlglAN4%pBc`r0J(*ulYP1!(+ih<#$?FKCl!B@lg!4gqp
zTU_q=zG%bRa^2;DN0;MOTD5b|HI98#{#bdogK?;S`qRDH+9trTvF(&|yQjHXHNuCa
znMh61eRq7FW$Y+b^3a!v6h!g=g-?mu*kBa?%RtXz(yYwa2W|eyRdy*Htf>4je;^Oc
z;f<Ojdn4=lAO)H;BNn;`G@HC&{&n`gKPyVp_?R*TsmM;E*0hDtnI^SDoGwAGKiV<7
zEyP(KIN{L1$*}e=5c|kz7z&a6)s#*quM5K7wfG<(sI`)I`!b1#*2cLv#F0J>1|Fsy
zFoU)iB%lW#GyFq&O-yRyOaRonFdPdemCHP+wTt%rZ={!0(8h)3DTiMVJFLKSoz}W=
zU5oeoCXplacNa&wI4}ZyV=|9sIeg-u<4q4jePts~0^c%W83lWBJ?xzm%6K64Ld$}A
zNOY*(A{h-E&WIvQj{w3MZ<5ff3d=Y$*_M;`&s%<W;lMueb#dpjcL~?d2}bj#RT5GP
z-U+{sjkt>v1FVV;T#9cDGCz^3Xxfh5)Nm(v*EOD?t5~y+C90#M(p1P6=!9XQq0&Hr
z5Qs&?p=!}|b%|cF#4%8>AcQtJ84Unz$;Co+D6N0PDdcK7V1$o2lJ~;uqR@w0AMv*A
z`dQi5Ore)p)l;3$4D<>Z8)C!>k>7&Lk_KT%kI{wX=M+7}O~@ebL?X6+%Sbp;lhp?@
zj8X(e2v(3l6vMIrboABmWX}>u`omz89I(^$Ik=-heL(Jbz*WiWjE_87Iv2c0u9lk8
zLyCoobPWp3GGiikLop_AbAxK|xr}8OF;~F4=qIIp%O8Rdllv__F8|xW#m%4A-axY9
zMcOY)NItVrU(3(VFq9BUWpHhQ0wmEg6mH0mz&|EkTMj`7ul0VMjJ&sPJ9A@uy~w9(
ztcI42I}*>gDbVhrInj*D&My8(SX9a*-ZuH1P=&r+l-Wyvn9FBaAocLn<H@<~29X>_
zx$D~H^l4!F&CBYW%y~io2pH-k<uUQ22Puan`axw<7X|gX6*cu%(9?`)Tg!?sbUbmA
zY)$Xkt7(n1=D3ZnHnvu`wl-8Dy`F$7!X+~n9lY@v0-UR&16H!+;}t^~0YDc7v<~b;
z-%tv!hJ_lgTp*}1B!Ysm?>4qlU_cO`@=%@PXb^HT^p>LHd-Px4!OWeChlVVm3!%}W
zmlt;qyxxK&1oPT#es-HxGVhyzb{L%-i}otg+38u65Yz;;zJa5W?byB2kN$|g;!TvJ
zKohWkDUy9u^g!a{S67#(zTd{Bg5mc%_FuQ7EBtZCb<dke(S$$87Ah{dy`w#}^w)Dj
zz6^Hj^A)g6IymodM&E8b8XB8fmiuxj&}(jqUA>zrXSxf2xP0}8VGZtlDi*l-3|&Xh
z&QtNDQ9s|QN_xgTu;cTY_0vgxA$9E9%Gb$j%tLAmSsCxWh2D`Gw&hkK-z)avcjk{I
z-ds#Aepan!J-}CdxUkjSSk3MZ+xX=aah2n7E^f~=^MZ34u2%jCW`Ra@AUTR2&=13P
z9~~o4)=*C=5}^+R3y&8%j-@~0dKk%~_^2-VsIDq06Z9Cn8anF>n?*lVt`L=&HP~~L
z9FEn>Rm%#LIlFjXcNhXO7LgRGlL;Ee7k54m$mmefvXpL_-0K=84h9z@EHCX$#8z$y
zkx{N$zhFItTEJg*OwYJqyUzbyN*@B>7WACXCwnnRzH&bndHnmWl-f1#!(XPy%C86O
zybl9-w-4@1O_&8Vd^p7x9n%M<eMp$fmsxsq^tiwAZJ<w00ZS{|%Kh|PB@eX2U+nnA
zC#4gAxZ7M{etn(c5(LJs3c3)EhUU>Y+}U}-5|I3JA)KA%bOxOq3kntxj&XlSpYovn
z-VH>-`@aRT+`MphI2?Jex-9+XaAfh(@<PYIy^-54)fWE#dppe*7WlK{h#8AKf46-G
z4Ah1cH>T^~R=umD-_=;Z`<m<KOzdP0^In@#!-2QXTwZa5f1f{`;ULg3^|F@Nu8`NR
zR?@Cq((8+)-4{u(a4qGJ9LgWxuZ!9>Kq`gEU=WR9Mb0<|PU@|G=tdvS`ZwxzCAshM
zewnNnLVRnqbV5)ysEE(9T<wne<&&}NQ!^pL3JM!W(gtVW^G&5a;^m+dO}rVwD3i%3
zlF9fsmGw~~<B5>Sw!BJj*khRE!)+aJ(Os%DNmH1dZl<JhswlaTiuyKb8G<e2z~7XH
zfwbtfpAnpydh{h(SAUb!l~!!v)|!zS{={#BYR${z=(Sp}1HhdyI4iEg`TF;X)CR9`
z0{B_bxB(u3Kh&4*x_SIndNv5u++({S)+N=!>~IWCC@fO}VG-T6z0g&0$NmPAl%07R
z9>M?4Z=f54QB+*AiFD_=_2+wz1BP85C^845QMX)3=ZY*pA>mqoU-7b3jYc`fueM4L
ztgw6<VFfH);bPh;kAl;QXp^9Rh8cvy`vlpylx%=r+>tkEN>6y!RD23_^XAX@tc@u7
zcV0geyd<o};@BM7WM+lkYwc<)FRWfner>um5onybRe66V4XtnH-c)?3^m1vu+Yta8
z)=wBurrbW~p5pA+<5o)RJs6Bz%J1;EnK=8IbUS0$PzL>b4U^^}gZ%R%skuiw;n#`G
z9+Tgr@CzwHs#8O;8K1q-;2T9A;sW{2zJs_CP3BJ~4E55SmPws2YTMpt<TZws4n9_7
z1*j1Q2HHs}x`|8~X$)!Uuq0rcfPxsUz)S2lO1MgU`+CEbBQV8aBR)vjJc$t0@+z22
zoqnvD>)rr#6FNb+b}T%hL3s>-o$v8gR+N|Xa*!(M$jh4>7^rAyDCjX@!ARLzn)-9v
z-&-jRbcu9yiR2W=npB5$xUlS!%>2-I5$V}^b@?;9Ssq_=GkzQyF|D;ZRxc-8!Vg0s
zNA73twN1^U^<$G$`bp2zX)_q<>6n4Wx)q)Xh|L|4jIjzb2Fd?a1QK;laLFF%;dCbn
z0R_LyUBRUH^{shdF=25sW5t;7eQTedn{~yGt`}pO&%>Z~IU6LfTmtJObog!~Vf^bP
z?KqLuD8e!HRClCqTI**qpcv$Nopw7r<xZ>TpL4+zYLB*eEoVQZ5}aRbiZf*Me3$;f
zTDQ--IP=)V#xZtWxY&ZMY&rKMP4cyd4&2HN-XVM8-+d9eVaOsoq;S9S;#q8n%J7CR
znH44Q+fB2)pN6>47#ms`1}J_)?=mQkhn1m#79==?6}g`KQjJK#a!^;~FnM4I!6D-M
zid<5;u$}szu;N^Lq^)8~y-IRJH@gw!zB<)?b&vZLB1Fh9eOk5eTK@8f^JXf*I$#)u
zKPS<DLJ|eTqs23#nKGieC8BMSQ!NowC{u+B!+WCgcKlqoR$w5E0`CNt(E)cXD*KS%
z=vECi6R^=TRntv{u!r7^#YmDCurMd{N&p{iYDY(!Cr3kvCxgc)-;YlQC|w6B#%k>c
zqQ}=au=+oH8{-(Yk}krk&MPo|NtMAT?<yB^ei`X`7uWsOeR@9gb#dm(znX2o!@c}^
zLLLHkY@HoJA)bgm2Q3DEs=%rl1-V#xKR58B>XO_2mDS>_c>LWiiE7j7=)~;rZUbiS
z9%f*`>={)#`6FND+c%AXgLZl{G0eKDy%>lXJw7B!Ldydzfa+~MQu0Hn6h_WL2N!l9
zz#Iglh2(LHyk}^`P{4b-0ymh;uF1Bm^Ao4+Gz70Q(@fva1uVVZDOAVk*==$Ewl*2>
zAlHSzf4>a96~V#i*J+1H<v7E!oIn1>75t{Zz0OF#a&u#gcJ+7D{E%Hn)TFn>Rn>iO
zOMLD4xcAqv5o3Sgl^H(-sz3a7;y3bM0)2f4*-W|2zu=rd<0J6)Q&DNpsl^Aaz{S33
z5*cZF_Iq)~AE-xvUbXJLY}t7Q;4{K$A(^dRDv47V9PtTsTefw(!*4stkAYxWc+<K>
zY*fj=Bj!xu5G_Q8mw!=rvrjH_hyOFG8y7~Chc>h+h2nbrZimGU5CCOUPu1tRrX*Y#
z1@J?A-lEIDZP`{&3BMju9dg%SUr$cmF#dG^V_RDrNI8~4P}g`HfbLG21?w&>R_$xJ
zF?nZrb^09O3CkYb>XQw#`%7*9=nUBdk<me0DRuiN+^VuC9jCakAEE?cNdy#5s6xVx
zq9sk<zj<UsNmy}+q=lR)seUE}PrmU_k@WxV;Q!mz<h|u>MKqtJ5s-$8vT$$_o0zjL
zY%zaob7QP!?$r<DinHzS1{JYo8pq_6^-{bz1&s)P06K%@;pP^&M~Mk85lRjhvNZ|r
z<wUWs>EY!SG)xsJujC2^i2Y$q=`h-K2F4@?#x&An`N!|5b9?x^p7m<<%BiWTX=(r~
z1OB@_0;LE(5?okpacD(yacgXSS$0KJWNUm`WOaI3bvl#2_H=lfDDf?zLl6n1%BGTN
zNlR>k14%R0P}$_W&uDO5y?v#aAq8#7FnmCh)E0u3H`IH^a7ST%S8vMT@3xD$$a$>~
z#M3Rtyi?Y0Cw-W8|AMVeqh0!5K>Ic>&{zRP6eM|z<WO-ctJeVmN8mu|mj6(FY-N-8
zF(<1^qTF!I`hQ0i)@~5&5G4fM*`cPC6J1OSB}&W?qu@Jl#+4GGZ1b;ukjF*e13mhh
z;x<ec&xmogZcaz!&(%5*|J@@E^!;Z+ux*trsi}QxVxP0-NCHtx4%09GYS*6Un_Fe{
zDemrBs8D=8DF>tn;t}TRNGktEzEFw!F;HBhb%fl9Ny$gfg^<q?UmD{fA!DbLlbPw&
zku}v)(QHAPM&EE@9a6`@)j*da-<@v3;eXcrH-1;e(K~7B?v704@rz^_y%203bgLUN
zdzsNW*I^l_Si~p!P#X(&_2Ml>!Undjj2_O)ei0D#FzImVsh{}wgKH=E0d6I;^PB98
zMzd*+d1~gJR7QiCA^x@8VfMW^MMr8Jzn6?wqc=;1)6eH_lRC!lKh{2GOcos2tY3??
zr4`U2<_b|3ev9qB09Iywjj%3g?t<h6uxSM-8MR<Gr8W*y&@<RDW_*;XKG-twgIeyV
z1G)%wVSBHrT?lv5)?vU(=##xWI~49=t14dB_pcPw2^To3T?6^$%k1}$S+S*YY?GAK
zJp&#%!9~Q$>1T&1#A8XK?ZYQU0<<9ce!2F3v^<`y_oM3=1>0IMBXBElOx_UXLIy22
zNbJ2qi*``IVRa$n61IwdaRLo*1L=gw9Yf*Y<k|-_*A{mOGZ$cXR-z*ck0WTWhUkkM
zcUdrUn1+ADq;cndYNis0?mwu2yW!+%8@t_AT~%7S>H;rPdm0hCYaeSNt9>hC(b4!9
zPpt5sY!jZ!-Kn4(A%%jj!k;@o{2{z8dR&+GMlp^nGq+jqN<!wJ#45a;e(X)S$G7&w
zg$w2eVtBFhs8@X%dS@Iqxg6w*T|TE>YJ71?LS`3f^KXAuFw*0Q$INNzx)tr(aHDhY
zFBM2ugF0#rDih$5lIGARENXg_=8>NbHBY=%6e$iPe+cCdwjA*eDy+6bQr}s6@?Y?>
zOKzA03ns@Bv#+$wCY_M*+zy4qn7baY+1f{90QAX<osAi$i{`}I)#6as+&P3ynjP1^
zrim?yV7i+U(a1QsDRpm1;KoAw{H}55!g8PtOSh_@%iDkRv^!gDTU%^9Z8Fm@UgwTZ
zE1}P)3eAjG%_HjYcIrsRj~F?nDO;uKwb{3k3$vTJaK+NUJg<)h8&ek_&W-ut$JVui
z;njgM-h}=rnNHc;mwSB!E(Mk{aNIw2!sxTb<%DH|A9i{xaK_x*%rA(5n{0alUzWXI
zxjZ`JQ;iHpOMdR$QJVbv{zmisYZtbPuj4==pz3UMHF91x=b%7p)&oDVl9pn5CFFa4
zthd#uDkD*Fy68KBKL3kZ?El*Qq1E}_^4A6Qztii_Q8lbDrRMeAN`wh0H+vgrT{C-A
zFF#NHSGM{ZN_HAbVkoM=4{jJ83ACt#sV3*%iX^16&x1n)Bq^WNmbOIw^(+xR7?9<B
zv#o8V^7@Icjh`b4H~dv{cO`ufs&SAOqaaE`NX+pp;k^codB0voV|a<FqALX$Nl%D|
z_(m8DD+Ndi+F%S|qzA0Ua?_v)lc<%ZPuZFy8(Z5Nh~u!amdgo`k<u3?nxl949|o4M
zPbDQ!s-EXP(s5hW`?vA=pTzyfrLRj%fd^Br%Nt-DpM1If!0T7Ic|o@8)4jK7JoZ<O
z+*ka}s0DuKgCP2PmFgbu@DgqjNORcpwBRdlb>r<pzRdO6;BOZ;S<Znd!TxXN(1ZY4
z$<vnvOlAI3hMAe*!7|$ST)f1rz18=|K-AM}(}19(-IUKfAL8L`E-tLEKJHcW?Nspo
z;T`EPN%d|<T$l$<T;sxj;IR8R>{4iWNOAb;T5po|W7$;B$ElpMyb%zJ-2x&e$}3&A
zJ<X7fo{9Cl+Uj&)_@sGN7=YoPp6tky_(48gA|3vSypF-wl9E;?m;PZYD~)Y8N<|Ir
z=W5|+>0*q6D?{E8{VTov$9d(=b8*TU7T}+9jS3vZ2i_&VRtq8dC~w#m_7WNPvZ%1=
zw6^Hf)sUtPaOaT!D<wZG1<BJ&CbEfU5~Gv{)VyaMXvz@BT|VrQD)I<HNQte&v(mfo
z<}!pE1-&Zx_mG9OjESkl`>;fyDz3y9Zrxrkh%G5PO!>CPti?5&qgl|HD&wS_+w=LF
z@zk%i6IA8Gg$3|T-y#1Ir(p<KidQgdo#Ur=I4|TLK}a`CL^nxB;GH6jp;t+3KWuK{
zW9!1lx!jjOH>7*BD~5<=J`E`=Fp#d2g~TClQI?^I<fgWIl3~`!ZHy7SOED9cGPUD@
zah`~7nv7`-X++Y!H<=`eURSSuORs&DmowVS*+QQN$qSuYzcI~3{gaVqhB-krHC`+&
zPU88yX1ym31|h7yz4+`H5`fIN{S9F9!5vu^E##(*CB}3oXY>{q4S(ubxB*Nh1FyT<
zu;<^Y1XDKw)wgU?ft%!`f0ioNuU`cyYCQHebubTi(OB6p|7sHI{plYF-__^$^=n;a
zW0!_Uo<5V`f0W~2S&r^a3r!P00vjiv%-FR}SIxFe+w~h~jNFfZeTP3!;N2(chIgW=
zVvMDXgT=P1rGOv!aMYqb_{C~~GycLfQLpX|?K0i491)0kwmbAfx_u$n@)&c&0Lnj{
zi4GnTQve#!R<b-`Il)ouAlVSEx60w9#6hTseb&~bAo<2%!vP6677Tf4z0upH(*B7*
z;Ep52MbX-9psPMQ&nPiU(S005wpuzToXq_ymPVzu+M6loxfBRQd>{6jwaV1-G3(=h
zT8;V*3?&Sl;ar#x*2FUk&fezY_RcJ<Huege&`BIgA1-7r5wQYZfiFd(U?dzctN2?D
zO3VrAUIW^Nip$Hhzu${*>Qv@b4{CV|jN?BFhWHat<+Qnp&gQg1J;VV&>7pt;z`j4c
zs7gUbc(N*kkT2%ZuoKO3wx56*rY!H_$A&mXo{&tj(hU_<%1!^swW>OtsU!8c<J~$c
z_FD^oa3MF0WqZ)jx-6D|5_uqKgZ7C34b|(p@{(dPx2`tpawWCqjK1HqyF=Z>wsdfU
z2O=V$*NtO2P1R57d`f?_8>IAhaffQiN4F&Q0++VBuwqd`i0Uqxd}A1_-j1$bo~|Sm
z21;iM$4K_-QgJIl;tD}@q2Wg1H@lG-e(SqdO!Biz+F>G0e?<hQdO%E}7-XUt>B}Of
z7z_FkSitshz^h?Mcws&4r0y<h4V_30I};a2STBd>S`rdT2_%jebUB@c(>Y_PIJ<he
z;(PB#k^zGieH4T~N{IfET6BySjLHxau9#>juZhxQ2YrE%DqGTu)AEXi^?n;2?i%eL
z9Q{5x`mH58&f~%Demd_nu3bmXUq%`3wfq~F=HJzgzxQ!sWLyRn46JC)>lf&hS?jAy
zvmXLY{hIltT8R>&dmoW}1ViPYY17kJ{Ru?4G2i3EYa1sYn&u^Gr4uyjE=z_<g`lWG
zZlyA=CuRcop6r*?3L){1#Z5*7mX)0SIzI1{Z-x4NGJ8(VnJhKq6P^aT4eTje%6;!h
zBTj+9fT|@58$sJ^4tbj$td#gzzL+5^CI-;|#i0!!rl4IX_2x>d+Kp7b_|nj`R)sB-
z+P9CO)SJ-sNB|yo91;w7)C${u9JV*|Cl6k>8kOcf&bMc6@XH2?M_RWyWq#HwfA3ZM
z)vmCrr64UPA!6KIgyiY7K&Z`EGnLjy)Lu=u9bAA@DorP96I%I`5lE`?DBI#K1)t_`
z!b=hfBsW5Y(&!|Be85YJ!vLZz3|;a4U=Jd!{F7`H;u9}~R2%5a*CxyJM#Q}fulf|8
z_bFV46<7P%+?}jTj@Je+uk4psaq6d^bpsNT_^X`zvpVa`&ylB0H~v;-lM)a+)dJ0m
zszJ;E*zYiVP!4;$l9Z*AJR5;U4tQpxAs?`S!K;v-gb9}J$1o4(BN>*n<bXu?6dpp$
zVrcBu0SsQ~1xW-t`m;n#qey(c2+e0P>U#3WWW(^&vz0?CA@r<u`CmXkY_L;aHD=&3
zq1X8Ad6S-ws7~@sM#j(dGy^bRUPBjvtvoR`HP(Af`H2lhdKNqgro<sA>zDzI37+^1
z=)r@#p!DE&Y8~48OkQIS8c@5u=`E@vnnPGs_%3y9;k$e?Jh8g&6AcX=0~I5-Bj_uQ
z*jx9$8^5ZMy0zV!o$WVge5p2PXnd&sl&XZH+aa7A0fQwH17<I(@a&4%irD&lfU}D-
z*1i5%R~JBhPOukGD0J&;lG%}kGmt9lh4+c}asJ~h<!4AmTy&4jdS=8`Egv(|zMkQB
z`j!0k^$UFdBA34mU%=Tk_DYoe0!|Gj$F7ow!mWRB_2+9TKuFgua%1{q-y)>pPgWbK
z23mk`Fnh!UV9GPt?hMoJJkz=djNy+50$^q;$?m>9Izxa2w`CSW0?L22G`{M$x4lAz
z!Nsfi03Fy3OMEak3N(}ETg~S_!{5&Ydt$`LDpC$ns`#uGo8ndfUcWfZF7zu|Tqs5b
zrlP|XnZ)qlpG*isf+SUdzeB)4RwcJ>%fql>lK*ZBSHZwX8VDKiQ9&tORxM9wg-}?-
zMuZCsQK?O`FOTsi6-En1e-_uM6;rR5(DZ5;aBcc-Y?ZQSo%4C(zDrsl{uQLwwd4re
zw{s^1jUeTQu7K*G956_btBFCYmC>NzR<YL;ve&F9(~|3-n)(mJw6-aCdhOEPo^0yS
za2KukT9-D@P*)q@nm^T-*uGcuQ`b``!=rbQ`P)QsE1kltZq4-!{?zpXLE(bu!8!i4
zJX;{|Cv4(0PYk};uyU7CV2PDE>N%`Pt!a*}#Ho(b#SRAL#`Z$i<hxk>i66vJXUogu
zo}WPZ-#pHAc24T%8Jn(!HMft~f{jD0SbV+bUG~LNuRA3OsJgJiKC5<S9DuZ7`DXzT
z(Iw@yQw(^&aR86UoHA7$Nkw|FAqMg7ox!=kEDrNy;FE{e3ln)eas1K+v!`kTUaiC8
zf`bsOQpxMl<x+@<?&8a&QTc6r>NAa2%R1UtYI}U0L*=sfuCprTD&L}+&@uwdEfc_)
zBfyfG^gjQY=V1&jIkg-jHWHv+H6aaeZI|DbX+6weCvg&CR|>1Qwg0fpXyawak{PHN
zfu_GeeIi^PLbcC%qkIfPj0MIApvt|ov`(6y%`~mpQM|Qor?80klf~783-wEh>w~tS
zzd?lN+Xq?hw&nlh=&Ylf{M#^23^sD3n+-%kKuQFpHo6rN1e9*1OF+5=1nEZF0O{`T
zZlt?AqzAmu?>%Q{e{E;m*`Dw2xUSD7XFLVnAlx*$(aM5~oQd#x;cpM&@LpY*!)bPF
ze>IK-Q*C#-{XR;_en=T#eC`mpcy!fpxBVtvMuVjCz2!5FFKzo@_Wl|E_9U?{OfMR9
zvx9gbK<n5XBF9kr0+?TGUj!*|N}(hTUHIvZhT_AAnbR=`d0JV>r<AWS-K+$b;Waz|
zIRJqYss%mkDex|d{6oj!Q=SYt6Q+#yu}(f_EJc$yD(+=Xf4&D5rR3xt(t4B^=F^J`
z7U55qiqBhFRTO)Ce;5jE(Z$0QS-V?UyQ{)R!?qe9kGg(P^z|^ymGiE6tssfgR#P?o
zXyNkN&Bly{MZbcag`QJE>`j_S>CgR(=$rI%8{@yP#1CrFpSOpgZyO)n_^#$ybI8Tu
z!1bFLEQVBe_7wBna(Ot{T+mE+)p7fLG#@Jx;*(V8V1(W+jaCW<4^^J0FD|*1{alki
z^ZJo+%X;aWX1Vv$r{>}GWM$9b)*jOuUb5Bx%z%;ce8GLfXUpMXA#d>mS=wK@L!I4P
z$KAu^3yy<tziIpDI8NVx9os7-`!i<DuEyLS)7D2Skwwu<^1^a-`C;UHs&giyvXBj+
z9>i_ZW5%!3a}9~B$1UI*)|7MztACfuZ4|mS@P6;~PSWe6v#z4FjiZnda)KquZ}%-T
z-FWtg^3^$jFnks4HDmtgba;|nFPGyBPgvNuOs_=RelEfIfX4R8sog#BN4u)YCGmN;
zON+Aw<7bx<mGdvhoMV^a@7Y^pFX*SPyUM}_DX1<rb*zgUoC|Koc2bnKtcvxlYaD)V
z41Eh=aE<u)DV=_|o`=_QtyjIf-yB=tQ}}*C^R@TQVJA1z8~?by80mGg_geq{ESMV*
z&7Ea5-|YY9M&9m(z4p05Pex`mq3_9j;ptvyS0{hpLYq@Ok2j_}sM?J)pu|42g2!d`
zmony;XC4g0NAq5v&Nj=fG}Co)_gCi62+Y&dMXs;@l?Hduu|nb0A|pcc>SC%NW<Mk^
z=_V{_#1L0Ob%PWZf<ncD@EUPW?r<EiaU7%o;TsO`qafa#AYS93Qa1T)9^7zp)EW-N
zntCvdruT8nmyp(iW50otd%{0s?Kf=r2Py<RDg=iLM7xT_+lm)Q%BOqs{~9y4osg~d
z*!j;#>j{9rurxdmk&?`j<mH8+_3^ajxwPfKv5?bl{A~roZ56_O6@0Ao$2gZ+lBn0D
zqI+|(>vO5=bBX(ZGyIiVT11Sff#Bdwzq03Dr`auEu>4>_Y(I?4Ld?`Kzfj<jsehw-
zf}rqgIbwD%<KJj)s>mz*7ra3e34vt`Z)vL>j@O}op9j6B{mLkqAZjalK^&OQ|7gPR
z%^<`Z<^Qa-1+psPH7fng(JwO>cOO{r^neK<$Nx!OYOvx|#^q&*3+M~`Xo~xibBEFk
zhP+kNUP!&rhJGxQcpJ#W;3olTBgU$g^@UxiCJJiEarkCQGh$H0zNjU8@p5hQrLo3L
zPPn8hpeP{J*dSClz0@?l)G!;J(2vK~=}=X<x3^i5*BzDj>a~#Cv1k|n(Zx3+Z+tEP
zwp0G?hW*<~RpSkml&QWHPDiox-+0%_1eb}!dd>2qS1vn+e`5A1WHkHmxf0gXpA85n
zXE<=O9;kkDH2$cptt0=c#?=Tom&H=i)djPaUEZ;=GoL@?Oj6e6lROxd3{6cBjvDpj
z&)IMsR2MqVSIt`Pv9qEeQ^MNZ)qJJAW4xp9M&Bi90E-n8GIBE15H#!>NUmR9lUdzb
z)2*;?UF}30%#^sDNQz58vp=yfYnP|2lYWba|GEbAIAvZVQ6o6hVj+@_rMZw_@F;8$
zivgsCjNqE;_|)F1#Hq}G4vH3$rX9Tk6Cw@nB|;Jd8r=M{LwqARXOyL8Mzw|~7ahyP
z0_Gg+&xZu^tq0QvhzkC_AX4AZ_}OVHo$wVXw76N3RCLEsgL}Y&4r`L)To&&DR2;KM
ze4o4l&qwt$K<v;0eQ*c3S{C6b*g>r2TFuLpobl$(n$oYcbWX(K1GdhCwKF~&ecA`Y
z&UHJ(S9B>G<$&O53yeM<4uTul*;z_8b-#T+;vb2|Ubws=GQTd)9gDjV7)|?e@px&G
zD$^?(&&acj(PCk2XV~9LNa_Jcz}RA?xfEMz={9HoV;vQC{ZDVNk-4PN_#77vwlsp9
zwb$;$b~g?G>=>KRE^`ljj{E)Z(}EiOf*Ke*IBU~cY9m-AiYr+{D_I<1C9uE}ZO~~D
zU|_?LMBp3YydXEGQJAJ7kTZt7jEZ^$;tNW8)eS2#OkuKmf|>aUg2EbLUficD1(}<3
z3K+e&?x}#7`2LJkVfrT@=ByCrEU%95pDZZ>Lj=-dN=9wwM{RN#OQ61xhH6HK%B6?O
zMTE*F01bSN#F(<YnwH5Eu2WGig(n6~LJ~<q%P`|rSXwt1RvQ9{c7;S+2!S{Zi7=Hy
zdNV^hs;I3<p5Ge18+vR#uQXGWSmMNOy7j(q=xNJP1kkayv@*B!a<<5jE<eFLjR7S%
zevPK;14_+Q_GHfI&KPIGB?pVzOuX^E$u^z0LsNqDACVJYH*S}Ck90$Pgxqd<*7f;U
zkHc>AZ}*BSru04*i7%--RGBU1;SV6!&EW&`mdfGzA&|k#vsW`aj2l(r2A!u10#m8s
zgql_sLQk3RTb0!ZwB)JzxB)LZNC=q}5|ZpMZFvK`m!P>u7QB_YhbH-`W}QF}Z&E}E
zD?X8KLZ8%mD4!$HM#VUMKF3)pNYHc&F7s6@;c~D6_)JyqjK^Flq|pr<jRACf<gG}d
z8IXt;&aC#$T+;RX<o!w@zUcY1@t@{7ExX^*MfF)j0@#JmZc<X6Cj~9?NdfdUvL?6h
z+1msrpyzKciI*9{I`xSnt<F4!nyIatjUn)!(?qdou%Q70oRzz!)k~P89|p*u8HALV
zjKkdr#@N7~BuHPVKQ^&9HWB+FQ(o^UOC|0Zw5SD8kUbz8CE|fKtze#lom%2z!B7u!
ze<B)u28N0q`y{m@uV_Y-k*X`;wg;y9a3B{cv<k@0O|U-_Rcy@!pporbbU8vI#(;9G
z8Vq=0&;i=nvD*GQmJI<4oB#-dMrM{aXqFoH{m!k{uDkX&$qLmRkT~3hE9RmJn4W|`
z!n{{<^NjL;S!ZQigkOW7X<NSNKt@qu%3!=lsq5f7a<v@zvEz~80o~ITu*e!Kp^;bC
zp}m$t;7ckhtJCJ<wy?5vn6j{J2TDNLu`p9fl0dUb)1;XMZkF0K6z(rIWN=&_%cxM8
z+Pu)vC35klC#<L>bgm$ZcFr`&R3Tes#t0r69h0VnvEg7Vsc10#$i@;U#ZYHc?C(*M
z@B8|-7ZTQkkIw-K%?$~$3{lusRHW<gnaTT8JSsSEYkF`{!Rh?X3cWd)EaFP}**)R&
zQQ`4<5#F&4<kXIc=wl?l2npOv`00g?;(XA=l~XUTIT^_Vs+G~G{Z&^W^Kh{CdOOql
z#qu0wcu6p}-y*~V<JzP0#$DjnjsIX_a=VfYN6*c=c;-cbC)->Z=1U|7x@5F++D3&0
zNdD8LT1AI>Y9@;Q-Ke!n*eLikq$d-M;;haAsBzk?Z`dGTNu<Lo6)GqOA#FVKgamH@
zFc2gQ0TcH7B8-VUdr$oz#8?(#)(QoNO3l(u09%e{1Q0|L@=g&ypA6*>{$oXMXBA^%
zp0IBay=fg^`yC6pUR2hflY%5K0<Hoe{R|%<g|^|rAkq@n_P+w)-wCFK-z*1fe4^nJ
z$m=hR<w3&^4Di!gCEndMZL(drEud^-BThd*>zt%L?LkYt!5@GV_Ouz?XNC{LJ1CDK
z68=oAtZ)%9H-`unfrzqT%iYzLz^83mqkF%D;Z?XQ^yr}N9(pv0EOBt~<smrn`R3!c
zrp4Pn!h6>~)813@WN8jRZgVgA7<%+C#BG>}t(2C(9sH$jY3{*Kkz`<n_T&i_WZ(HD
z+Q;n(9kvvS@?3}iI+}9tW;hWl_w{zX7VF<1*q3+1-5qrL@Q*4NS&F`}V(@}r+woVS
zme%g);?0Slt9>EQy)?~S3fZAi?lX8o%kTS2_#mCnlbia@3?%ytQ<p!kK!c`VP+DwI
zz{qz9s4#(VTB0GRs(Fyu^z+oYo$IGxat73U&l$IpjdQ^ne06s7sonnfw(tv;j1b}P
z=eNxZJUy~6Ii29&s$aw|>$XnQ+AI^aLMO7Sn&&XTuiXutAEaMv|JtJvzqb=3hr9hV
z(-Yg?W%(I@dlB|>BaLStba#l@_X~L9?*kkI*nCg5w4=6B5LyzyOb9?wOz%`CnSyOM
zvkkYgkj>&2cb8HX_=*9_QS2*l4N21Ke_5L?@6u=nLrTk^tq0~3FpkQ2s!1xvv-o*N
z35=<h2~4~<v#glvb=><X7x|6j&b0t~CcQ4@xqSG;AaXrQ>?xB+jKAw++`|@hdxF-{
zAYRjl7<Bbd@KIkV1_4Ar90k(+^#$``B#F)=Q|Q`4W~#O;CiTE&!F*P>IQ_Hd(b(_1
z>gKfV>+aZ<CB5*wi;t((nq;b1f6D=*(fJ+E==osJ!e4Ab{c|0!QHPV>1*b?%?;59z
z(Szr21z*3?5fT5qu|3k+ezyfZPqV^K$-bP=Y9f%k;bx$#`}}deOB?@s#O2QNsL&jH
z`Yh{VsJ&?pdTZdmC2=`;5|J-e&HYJV+~HPz?x)l_E8Rt9{02Y8k13NbfEvZkTfxEw
zc`8sM%2XlzqKxTz)k_gWA3etp67N0UbVaWgw99B8$Rr2j^AT_UhWE7h4GTp<q0ga|
zCRG$Bl@un2!zz}_ky6Q25N}93ez6j<oqX8GzL1#=hNT4PHPue{rD@uq0c_B!vP$dB
ztYks9)A?g6%>RHiKIi8F2KJ*E13-}yXbZQjbI4uUZJq5e)SyaXs;;I_NPN%EeN@~u
z|IX<^>u#`ou)3JO#wmxWBse`HHb87k7R>$n+k)p!$=YQ3J-0Z+?P0$h(r7N&=Pvv|
z2hK*m&)vVtVx;GFq@Di5zm4BW&->HhVe#vg@z>sN*XY}=;U<rp^*Omnz(`aqE7wd<
z>%D+H)_#4IKU73@c_>!za=Y^_^>vZ1m*>uE&Y3x5y7<ZVM5!EWB*rz5%fDq4kG-qb
zuF-^)m9EpQ*%-e+==;;}O<pu!k1f4ApWewR+{xf!2c2N!lwx0x2DrbGa*uA;dL(U&
zBdrNIpXh=MO6~_nn*K$lS1cFBwG6R5+~Rp(u6iAI8Ft<-h6M))dWOck8eJ|%oYXO_
zxpRDmZkxq*59TgZXMb9XxTqmpbD$!x-_qM>)FSmiZKQrZ;>A)NG2N)O$WV%ab1n^O
zMZwj++nIlVZT{U=bAGW%sJQ5=aRF~pEL7Y}q3N#I8#@m(z|xOR;t^SyK$~n?yPOkq
zw_{G%DIyXZ4@Lad(QiA`f*RkwRQ~!TCkW42Mq#b9m+Ub)Z1s)I6JJ>5pE9_{miV7R
zA9c;ElBR7#uag{H&K4%fi+J(myl$1Bhze3vNLNhWO*YsiDAolhwo*Qj0Cei(dmP42
z?hP<x+bOi$H`Fyu3`If;M*9j%`vy+>215J7Y5w$m2WbTGP)RJqLi{m)Lyp5RHVtht
z(Jd{&c0qy_!OZiZ8ZV|5FXr1Dy!cgF(u*SbE?yg(AC&#epypT9h^h+HyHNw8T(`_$
zpb7oAW14TrKIo3U#b!U~+V$s8nDt_S1hO^0)pg7-+kUUz8b8($*7?#rtc-YzMev7o
zd>6<p$nEiGJE)WXR^ycWEnok)Pfv<4kXqZd?`aCkc^%tHs6Qmk+3Fcqy9YJSIezd3
z>sSx&tNa^qo^Zxw1Ym2}XQ0+jNtj1#cRj2J%s7Ojg(h&LJmJPT#;gc|55O^emZfWG
z1K;t))?lhjWdj_h7))g*p=ruvd%x!PvCc4zPcRZntV7II?hp_V+^B`miGy77WVEHW
z%RYrFixv!c?iZlx3()&)*I3}da>$vZ;<L@SloS(*iB%J7E&`+aR(7?PLD&sGn&AG8
zgs!N0!|c55LPQ~gi}Ps-PzQ>*30(`#EZ;M8$wvicFj|Xsh}topiFP1Is(DKe+UI(}
zM!;})`PaTrx=%}N!1EfN*@{i)OT$mt7{wCbzV68OIMbP#jpJ0;Z_e%yK3m_>y~~*S
z;^&h@;Ell@5{Yit`OV17TJh_spp8&|&1djoMOUo2Rs?4veRD4L#BQ&0R4=hE|0Op`
z#ohD$ua1&5MTAG&odXTzo+Dj$g-E-+_i!{hf%_wZnQyT2bzD+a7->06Q$!#@6`&4=
zeUQrjVO+o*D#_KQ7!yLE075|qBq7|ac;lro$yY2)a-86pOzhZ9u^5bmOa?Nh6m3u^
zHx?O554V3wI8S#gjhQkm857ZAWXw4riJ))ut&oQ+MOLULR;UJd6sxSteS!@j#EHzr
z>A#htzEz;&`Qac$ApW?gDPTBbGr)vM$VY_Iu@IzmKMQy)7O8|!P!9VZb0+k7)4{i6
ziwWi*#YR@o7TUrz-9qILa}35{^Y3_q`u%f&9;-mde_vG6TGW4kUUFZ@-<savdf$KF
z+Mm9_|2wC@4yV5;r{tM-Ab^H26xY^MRnV0E`>OkM<2n10%i)PfK$vk0n(4?wd!zH$
zueo5TONQ{2OIhRERaU*+#gesET@~CKzFSl^1sFXV=XIP)OK+@oJ9qw!#hS`=e?24K
zGCh2)^d~Zsi-4%_<U)D2>4j%n{t@5rw0D$rME^AN@<pDqX~p(#8m&HQW0u8|l*MY3
z2Nrz+Ti6ofA=nHO@wv&l+w}L)G82!NJg=i1-o<HWu@KxttpL5w75K$9(JnsSi+BO6
zd~1n&Xn7mAvNNW)?|N7xC9e218sHxT!mZ_Clt?*(5D8$kl43hQtbp+!U`_J^KwQmK
z3-W3v=~^q<O`F<1g=Sx1bjh@!zFpqDo+$}wVKX&8otsmo_ray`7hj-$f!f>5Kz)NV
zu*l063KolND$s)gu`Fy1Vef(Z0&NjZ>i6GiWQk)!8~u6!LUIkBDOE+w@CT(8{Am2n
z;ty9n#c@x@a<9dr0es@*KLLYXAt59%F28I-m?H0-y#*;>pQmUCy21==Lt6A$|BZ9`
z8?%u0Ol}P>YKacWiYbmR%P9TYj3?mJax7JnCmTXT+{`l$dI*+xIsokSo6B&s6riw0
z9YbH4p(J1{Q~=@dSgNAXFtE@tq*4Oo7)lA#&Q>C79+|huY|?ve^DSal(Pq*#<qt6}
zy8!4RldYJQJO439&XZ?_gii=#OkO%DSR&{<Sb7Z35$sF~tovxhQzE($r9OH2z7{nd
ztg*)?JUC2`xNuFi@f@@j@Njz(LlX4kBt~OBk0i+xj-#}obp1-v@g_e=9x@THhk?Xw
zOWKcCm}r9^ImSQov6ToVVM2jbOlC|i#8}#>+<dE#z9gUyLko+%`~ZG+^~v}+^^NuT
zpC;swd%mv5C}ywzF^YK~qjob^_Qdh)J4N>XN*BQt?R^J({P&f@W^2FrT`xUf4|{nx
z#bbKE@Vh5!^?Q~j0e&PI*(IH>7%rAd?<4+V#pr#Tdx@`nxG)3Uot=w57RuC};~y!5
z%kT}7{aO5q0smZtTrvu}2=;FP3i|8i$=xHob*cO%MqfDX<zd04Gx#*?(`D6e+J}~l
zETh}5QyW{;4}$x1W!_7hE<aQM##_Hv`j5c@%sJ2V@&6WbYVE}|f5O4>(<<lmsC-_7
zLcwIa@IB&!O6R#Kx(!)gYO@Nfg(Hk?RE(_w<BZT)8(SOw(|P(gFawYT0@j1o26+Vg
zLhZ*h!VH7xivcq`zwdB<G$Grm;7BG!L=yFKMD=-(JjaAI>%1~|A1QmGgMXT3Oo02>
zSkoK6y#We<MD7|d)_4v4Bz;N#3!RHEaAF5!#b?mRbO{v2PFy;Bam`)4=9N-Y?Dfu6
z9|!?1n}~LYP?F4aa-bI7&4=xS7XYmA!@0Vk1xMY-zWQ9IGoV3Mcx%ZkhR5U*{qw65
zmEs9E3^U-JZBY<CJ;C&}yOv=Wri$f?_Iqk^U@>#ninUq@Y$!U~L`0eG)w)ujhE$(G
zuZTbUI~nl!_y&{T`%U96SiG(!%J{5#PaivR<cTkw^I%wd&$#b5_3lR{bj$Xa+HWXz
zhK$Xt5swpSxhOqb5%JNh!6X%F)n%|7Fnaa7I9}>SD%T4xYhI^8E$!k<k8!PVrU?NJ
zTKc_6VdU|zv#W@6_#OP0xec|jYV(%!fOzOOh~)Db{odRW%4e?JUg`EoDbFpD05tpT
zIh~Eb^&J8K73QyO@l$B|Uc1jsN-b`X!M}K6({S6RU-LFZzf(_RdC%_o07IxYDk@V=
z<!}C_5##na?>*wdx0#!qa<#F)qWE}ed7fl^kFft`k$Slg6`OgmLkrDA-)nvBP_vfi
z4aF;P<l_Eo{<GgiOB~Ym)849nZAedhB|PG%ruOLqZ4c?LyLUxPH%K>(tsB?Av@hjd
z9;2D`HtSJp4@=H;<i;C@)(S(SD&xc1_`O<mJ3f4id(O*gnGe}IL1t}GAkF+9^Kcl4
z6Ehl5z5wwhmq4^zdIQcDtH5IKfzS$}8D>`Y$3mha{V9BbKxx$014bqef)Y45+o1(v
zwL+jRr!el#L<$o1_=FM7HzgzE_I!fQE)}zNvzFC!ic1H30iW#fm+GI<VsWEgJHUvo
z;10ydP$0&o+k=fm(+8sl!Or~!>Z9_PqjpyBkB7cPhO@Pry+Zw#A5;@5a7w9ce&(@$
zbmXqsuXp*8wWV`Aef~W1NY{PF<2FCK2>u(_$4lU1E-Z9O@74W<5&G}%N6n(NSB7P`
zsnNH^VB5ys+KcS9v2l+rfGvJ|Je3?=J=}8I`t2>*-`C-~V&aY)(>!A*hHU!C7oYa_
z*B8RxG8kO>mImL8aN{0%@i{-lMh}@wUBb^7yhogzvTwVj|9%_2)x@>a-){VT!xgAc
zZ}qaedDlW^^gd?bOT&*p|F%!pkH-R+SEpNIrhQ|Qe9Nwuch`?^{%!v%sG0iS5#Zh%
zj6X(9^$X4=Z^tc<jLY!m;XXjw(js8sXuj>Zsg(GMBuZ>cDi;tsiXQhE+f4%FVT2GZ
zMZ5|BIu?;=mR`_<30mbxz$S5iTcLuscE5514^Rue3a+Y4Js@fkoqsutwZoX18cbIV
z{{y~X>GPvCU^H+qEIgF;XfMnetbSE7FS0b{wWjrOH|{GIPN<VkUwh(qdKlKdkRcAg
zTAkb$EdK3%b+a?P<aHVex8Ll1t&iT5>uI<;g)e!X^b2M@pn=W>3w^xXdC9Hs`LH_U
zI-Kr#c{N%M{oMq>13p^+>tD&@#=Suv9o$uvpKUaHaN90?{(LvP)}IL1Z8$zg&jg#l
zdX*-6vrOH__$z|mZDf&eW{Te-)4QSaQ$e0%1&|3=<yIr?lgn&g!fBkz?~*B$*9`j(
zH@ZE`zIA$Z>%@Fh-i}+=jvFlrE|<jR3jp)^-#qvKJdWj|79A@k7qip|S`s-~tTt}6
zmGxK*nROB)-H~O9lh6~47R~cNXVj{<lRj)>tlj(EQA8JAZ!3F%g}?ghpDitpgapC}
zFeD;im)Rs(4#?R(Mj4MI8Isc`xQqq2=p4xb-fs8|_U_m7{fM(&h3UD}ZIvv98W!#t
z7I-}13!fx#3x3}IrMyi-N}ePT_xU3fHovJ1v55?knH+SZi*T#c5XMa62YdW9_Gez~
z?bwt4F?gK0c<z9=YW!`caAbB0`l+f-tCXtlO3r81QDfM&G(Y*H7ygRr2vjz8ZfIUz
zTV9<%IP<-HW=}>zZ))xkUGWgkA_fyUekPLy#tbhRp<Raab+e;r)+lzKt0za;hp@vi
zC1L;hC)WXA0xi~?R6!Y%HpZxrK-~uBfAfuBFP?}C#{cHs6ar)v(uOp-&@fSr$CK_b
z&=`W@_w-1e|6%tjVYkcVv&&?rqE5X(ofrSn(Dc<))lSCywY&Fg83{o(Ls!!`t{M)m
zE_hf>A1_@d6FyDFEf#ate$eo&&ptMDZ=EbdKMzU{E+gHGWmd|;b_!^W5v>lgaX8mo
ztFTHwHxqd)NVi5L|HSsfEcH95ps;rBOYK6}3dhQ7EmNya3tNM{V#Ca$T+CjQ7-o}|
z$IM~Z38yEV{?h~~NX<)3zh&%jLriWKZBA{-s{TNCcXxk(e{bs`?h4gEKxFlRc>-OA
zv<?Ypq{jM)gUpYy_b@17%x!JiJ-3*5z`|qwp#^W6?h46+Ez#QF*8qTPStys`lmQ|F
ztohSewlhD&CRn7y$xUsXClZrsiz>_KYX)o!111&ep3A-UBG4uBqHup<iAS^Y(<tnk
zi2*MrhSDD60po)F_^p3-V#~E3e`KgTV<^oDH15d~KN{muno!b#x**VEE+^x(8Gr{Y
ztXSUr-BbB+S*K5RWP6+RnJ3TiW>sofWc>4~Kp|jmy)X|6kE>{(q<mXooVK|w17P$n
z8y53lyjq(0&3|-~gmHJ1Y^qpnQ}kR?ht2-spUnb@f8Y1Aw}eCXe&y~n??kI`_QO>K
z7u3|aFEztmCZ$~I{C9y#^lS%vC0+vOy2?NdokEPQJZUCTIH~^YYzqbj>t_iZfW!aI
z$j6v%c7Tn9f=F_)7>?irJ#|8CV8WXXWzrv^Uu7X{6NH9;v_Z=-e?-qv%LxtEJ0QK#
zon}*634-tcABU|iq=MQ+o*5Mqq>c{&&~p)>P^cp>e-dTx+n-(h`tf*d5WP%9T$CHi
zSIWSFgNLctm{QV~(TK@p%b|B*t&J1(dqVUTAo3#n%|aFoN)QT_qF;gSw@CVO2SS!%
zET0U&P6sMj8^HWTnUh`y&eX_EyUWbD1NYL?wShB2fm$=587-U{-iMY!_Ktq`fnlzy
zK&9{o`B%D<?aG}dKl9EaC~ULl8u|RQ|HM4M*rG}+_|r5$@4RJCCxmpS7l9nN7fKEO
zz4)tdS%j%;ThurKI+hx|zWFmgxxw166cJBO|Fq|2T-s<%j4B<OHtBjst+^{YK_$!T
zox8|veQK)B$hdCapItU?JC%eo7+G*2L5VL9CAq{9R5Hq4A^_eo*nu)qCqV}!1qCMk
z{82-p-6l)xiy87Q>eG)?Xg=%#5j+5p$TQ{F;8i<JK#Goc)*8S+17b=3>MYTnLA|Gh
z(13(K$?y#9#C**>KXW=b1caiFT!HIV%~KI_dl(+e@PS6&hm!6AgT&B9V&jDaS@kop
z*g28#$Gr-5`>UW;=c^!58a5nY`H|d;4EZ2$+$*o;Yl7((RUtiqO-UXFnF9--foaMr
z3&`Vr5ZG`1(%?N9NFfgSXPQy(vk*AP?TY?B03kobM=PHY9Wa4Q@l;SF@7o`>)QKMg
z`3iP#5*Pn4HGb;@HXjLdL1_3o;NX6%KiZEPokR5ow;^+JlX7uV{;aHrSza*>C_i5%
zLQ56IW5!e(e*gBSA<e<R5s$*VrI)G)-5Sp06H@i!YZ))3nio<fa9kaD_OrTM$2Bo8
zqCS)|P~Un&Q~!5<)qA-~8Kq9`x1D;rGw(Heb+ktTe1c;NU`7F8Z5VVNEI&(njAF(~
z6XQr(mBM08S)xp$S)w~0mvoqRc5bk+thWqcy5W|wsC3YF$RJRX%3plp9nx8ZRt93$
znLsDySoX06$;NKM&aso5w`-Y8XJJWeX+^VRLAST7Ot1nY$0WwArLIfy1*&>nHwoVg
z7YWs=k&$;Af7R4Rqcl}xqu(aRXs{|-DfQC!uqQobpUce^v9u_D!8c=Qd{k|uvHrPw
z-Db||V*lyMc_A@=0Ri4e2$3xw!Als)EF*<CGuMr>BmEaRDak{W<S~?l)wn%EE|@+H
zU!0c4nT2`TzQ)IcIttok!z2!FJ!49W@Pr(LuChAqUWXOSl@HrudFNuD8vafAla|V{
zAgE#O%CS_JMc5Pk49I7|ImPUyIDyjr^~I4s`7#N7e8f~Srxq9zsI)jsQCrmSWB~y^
zBQOr~+I6gtGp*_!@<nMq7Ruxd*ZNRSO*d{~70bpEE3cG^2!F%_k%&ZrX!dYvcR<v;
zSH_?=K!DYBlOhlE^IHb1aI#;cq!5JsScLr8-zxmSRZ6M2JmUP9Qy9M50>lW3&W!R+
z&afNTsw9Nz4zb_PPZGQ5Gx(YS2~k#Q7Qpe21Bj*BAwd3-ECT3QT)A|%;*NG952=lP
z;@Hc<6aotUkgHbFu_6A6E;d+!<$&`gwN))$uHBf1_V2tJMP1?n_&&u?PLs#sKcrnc
zaGtJEd7cHi*Cg6IoR&Kcm>X|BxdJN_m+-Z>03`1gw4aT*$kkaEB>ZxVez9p|P6vn!
z!%PA#Vn>_!B})5ayf5=NTi0)qs&J(BzUo0LL&b-!gN8~OU+7B!(y!$a{7*L<M>2?e
z$@>-8F=E0Wphst@;c4Jh*Gf)q;rUJ!`bBR!xFp@3k;9VlJu^wFgw9h3Hzq+7Gv}UL
z9K8W~I*IX<?fro_b59xAzVId>*O-3J1$Cz_%JQMbh5vK(A3@rH*G1Eq`wV&C`Hc6~
z3ZEa}uiQ$e)&t!Z#=vq$crqG0q6I?^l8f$n@asc*@>~OkMgTaF^k!};)iX1iw4?f}
zSlofyBU7bv9N&qCc$t^OIR)~@dvJ?UuFd>g-A41#f4vD~J8QNVe;pPhrj+qJIJ<M)
zGHmo<cfr(IUi;W=TT<fnj|K<C36#;#XSlhU#1FAa&ep7dM2+Wpxsu{#9g2NrCVSX8
z1X=9;unZ<9h8!6igPBzQn1%6;Xah5^kccbHSg7;_4rd;D2R{L(8+P4FBE>RTvO>(b
z1M7&aVT9@02$OD)`PC;TUpVDSZz#l~N0By<V}^F8pyI{S`fACXP5csZ^|IIpX0J~j
zR|nzeOEgp^&!>jPx?DemA5CdViidcHEY|b(SxLoheGxkP7V7<BEWmYB_A^EIt>%xw
z2{YMBau!CeVIf_8`wfH6MzX;>sz~KU;fIF3&EI#I&9n#C_pQs^k#as>;+Qvo&q95~
z8SbuEmM>!)^&_1d7;EnSY~6$n^}jyUb926(pBQ`&wM~D*@4hy1bsn3^YrtsxJso3z
zWhf|^Au;3MyxXD=op11Kxq5NBqkHRY@V_0m;rx?B^Y%-oGoymD*`7O&c31ApCDFfL
z8|#f{az${v#*udfo6ul($J8*jJ;zm!al|!q1wZ3|SyIQ~_-?QUYtYnBS%F`2)h3+`
zJqm#%UoX(=1r<{6mNw)+t2fLmFaf8DH%44+6;kBq<L6nxPz*3suVZH&-^7K;0>xzM
zgOuLbO523-V;a`Jve)m{)Bp5|sBFN8fM9{QG}9tFVyf6^>=GhDsNjO|m?znPuWVsg
zgO8T_z`$8tDL9Y8zuIws`+Kf#h~cow*?D<tr}VJ@ZF@DN%Dl%#2?32bV&Cxew)j8i
zNx6O#_;h6)@Sj{GeLU~>BK6T{x7_z93swkt%f(9f-{}irUiaFf3JPs@=ea(=n$~>O
zu1`qZaCmTCkbgGWSf4T9bdA2LWKHB26ZSc5O@0e~m6jyx;C#v^txNx1XhL{qO4PlC
zq$fCZYW5^y_hhs0r0ewLX6&RcyEMgfokul+S3QMKHEtvWKAuQ76H76bN;8{EGnPm*
zAM6+0^si;H!Z%(0;gEc($YhC_Ue`g;o4bwC$k*w(hO+kdV@DCkN<CNbfiynOK^+$U
zoYxEM%S!tndnEi!r<hi(fc%mZA$rv9zKGpvWJmy6hL^w|>;>`H-C4)ZUV)g3>q!v9
z9wZ)za-V&Lvp)q0=ZMuAT{w4tzUaWlSy>2cM1-h@-^cmhPqg?|WcpPsdw-R@8JE0K
zi~fw4H9#zX2ssEMj|@M)ALzL+$o2c4)H<&Pk|bvdr+gAY`S=?JYh?V7h{Ru!NBz{?
z{XcR=tr|qFvY9<d9Y|h6|2X~rc*;1njs&HK%=*i@;Gm>Mahd3|A>$;=446NpF@L<l
zz&go%0)>V2?#_qq>IA|K@clR2F*re7K)AUtT$W?3yKnrLMznzJGA!_^v<5B^Y5(6O
z>4iEKgisRW*f$>A0>lje^IK+wxPz3G*CHi%kRiX9ArF@zgp<b;V-CEIR>eG)dXgkb
zXnbV|I)S=N#n)nQ%-r3UeO7wzp*ZHD$XCMWp=7A?>9yr2SA|cmmY*~&U;S;GKP+po
zZDC?3@W}t#LY_@k!1Ph6lv`Rs(?!AD<)m?UHQ&_T9K)$k*;+Z`PYCf4!9T^t@)t(s
z`OSNLksAVs5eXj-1_fu5ZOa7bwhc;K7d;EpW<JurrQ$F)caka@;hj>SQj2>R<1fGZ
zGh68zr$rRA?GX&!;&%<^^42?)A=u>B?TM_k$Acr0&?8Uc9v8qTq4iJolv^u`0K{5@
zQoRQ2aS@B_@kA_R=YvapVO^9kpfwT2QJ^iMDZ?-_-8Az1j}zZ=9E@`Xpoz5Fdf9tA
zxmt(w5f#z|WxqAZ_y1MAOQNZr)wZ=S)3vc`ns1w)LUl_^$$ZdzuOJ!6S)!E$Z{x1H
z5}GmeBnp4`Qd{*ODMx5>P$&qE4TNEhO#2Gprfs#;9sc_r09U;QsXZSlzFvy=LES-G
zsCfH?7T8gRWwo^G&qbcVufd9I$A#<Ie*f+6H$Tez0QWZuE4)!VsSMt7R67d~{vuXR
zL{-YohjVs6lfCh7bO)E=;y<XQmfStfo4*kICArJoyj2Z;>DtC#83YTPFf%)S62k&v
z3;D)^hg%!nVL9uIg7Cs90%0zXnF^UgM=DZS%2HSe-^-BdDFDKhny5e&M+vZTOOgo@
zik7BVXwza735XKIqmc$+WHEef|7pVIl`sQaI6I8UNMm@j5tMJ9Le?P?I80ZS$yb$0
zSEv+qLrSA2TC!qx4R&SGz_?^Ll%n!HLWa{n2qn}Z%7qn(L5Z~jQ~r*4%E<=+%X)eM
z%#ab2JiQS)lNE$hV4bA3?P*`vqaj{>|1{0-X>#G;l;YxblY%rtzR857;h^DxZdyUt
z(=v(nO85cS0a0b?4e4n`m8lCKkIoMr^!$QG@xE!-1}iBJPfh9ASk^6gXRc|@Ej%i$
zhQ826`Ys16ebdmITt?eBHQiX-O!oGjuHAl(B;TmsGKCK)+bD(?ekJ7icL~I^J?gUY
zit5LIEs|>U<jJ0Mg|50f{l>bDuMaGdhm7PoQx9<Ym0SlTvk4(#$L)lmHXR*8>0ux#
zW)-fJhYm>nvibxF+tiRFx(c3Iq0%$E@falX<RtXW0~+K_XjTNJ^r_4`ekvQ)+;;pY
zUIa*#2eP3b$X!hU(2$!Oe-;;B>v6n&O^~x-hAX1-Z~mK0HO)sm-jUfKzgK?czk1=L
ziggC2qPR9yEQ>I>N3bd+A*XwM9|DB>np*&Kml`gM;Zp+1;{b|voe{i8KrCw1oBbd{
znHD6lF7bu;TsWG5-F@LdFub*Jj{~wR!m|G<vg|(qB7f2ujnIa7$qjlmXHa%P5C-_@
z@lT+;<oAZb37ptK_k-%41M=)QcK)++@T6iQ0Z&JveAr7goCj?HGdHHTQ}TnW?gx?i
z!%@;#GT*WJd_u}zgjeuF$_0E87)Yfaj?puo@de92<qKL?<yl`+n{M9gPHM~o+XMCQ
z{BZ{pafRyf13>4M8FmHM*07{8EvxYV5l6pFl;ngliz)qtMIs>vq4c%~{8W3I5U-U~
zT>+3Z_57Dcm4`|P3=If2tZkqjM*J7|m`&{s3y421$R^jO0s0@4iS-SBa*7IHAAlb=
zuKIjr;y<Id+?=##uwKa*n2;p3#oo51CH6%oHja(1myIqq1LrdaFO_FvFNkzaH5hPA
z8QdT1zQlQiW9nr30$4+t&VJ56|5l~-{>Vj-r0SDbTY^n;z1UYzPxb(R+P3x-=C=2b
z+K8ot;9nzzXz5(oF=Mz%xqdv>Q-0kLmo9${{k{6=RYxFW7``wqjhhg&Z-ghtz9F{-
z(oG!nxf0i{%HT9>=5J1~xohlYk*pnXR<D&(L_<XcG-?74+P{<)hImd_yFYsZ*TFjl
zhz5Xdqs_*J!~!@)3I_BA$^5i7;_x6Hiot|b!Om2-6%?PI_G9{$C^%z*+V~b1MTdq&
zySg}MXUPF@wnP#zv7(mnC6EpY^)3lz#PQ=9!v$fTKylxb-%DilA*ny!(0sfh;~V)W
zI08DwY=wS#FVQv2^hDUu>?S(l3-46d$tT#TQS_=weAR%kagfbLU-EGPM+@{7=z_;X
z!2!_j83j0vevb2uuJ7XYh?m+_ywa)a?JrnM<1}U%cyyrBZXF&_KzPUbuTk0g6OE<q
z<XfllckgqUnk6-+6trh$86E9A2w8$&$l$1hsQS4!sq|YodIp2qxu@NqqOrju)ZKgm
zY-ntbV`#3=MaCLD#Fr5Np(Py6>|4XSiFz7{y$atX-2@g6N+;60A}WlFWvxEIWL@v@
z=-{CRa~ivwlZg_G2?n>uJo$SD<@a4FlqH*RcmLe5vanJ6h-aAsd4mK_XKygpN%s}l
zNSs#XbjW+>zeTt1X|3$5MIqZ`AH%i(YX901PhQ5j%m8=`%U2>Mm_<l@P<(=q1Uc~T
zBoQqSE3R!&Ulbbi-Y@q6UT4z&>S@PSufCV$7GqAT(>_(BVcp9;=yxmG9ATgHU{g<Q
z!VHTG&l?{%BHlCN{@U)X2XFB4Aggo4=O7M>6!Ys#h6`vxtP@m*)ZCBHMUu)xVqM?f
z_W}60LN$mCEIb|BC|zt^rd(Oz8}|3}G4OA2dH2iR4G#h^fDGF3eq~!6V+;6XGQo0v
z2Oq;|{i+O^PD;v-ol2f<tdQ&1pk(bs>nduZQ?k>dhdzpg73Qaj3D)BtERt^2b8xjh
zA_-p#xMTqxMx41uUd)gl?oc+FO9irKokyqdJ-RHwmO0R-+B?8SOUd>Op)HQQ6eIwW
z=zp`4@0M(JpK|}KIdjzTi#E9Km@cJp%Xu`VQKJn%u5Wc4Ke!2>?3MTWh%$g-tKE57
zM_nGxw1?=1hoSz%y<y=Z(I$_TmBMnMyicwnPKT0z(+B476IX-JW2=Y7Fod($`o`1g
zG6)y1tt-yLdKZfsi9OFusQ;a>Wfe0LHKp%9IG0gf1^1@YNnLWC1J~2H^0dU)^DkYm
zZbI*<pp$7IxsYmaOPcx1d69WfIDRp|XyD}i!OsXl@Rf}3E<0~DF&?6*)e=dGM<fZ7
z1WY>N0}7&Xsq^WHW9f;r>4{(BG8WS_M$<Fg*|>9vmV@^z?zEp4CMyhDIxJ`CCxVix
z)bE*q(qme~<gKi;)u;K^hQN!q^_))2?*0-Sz+OF#UU9Zrsr?cYHn^dAq3PF)ttAG`
zIH%jcwX6J{qbrs;#c6?NUVPb;OR;6JYjmwEylor3=U@#k%Al$B@-ExD883~{jJ!qq
z@S-Qp$zU!gX8`i-?qssr`+oo7?zHpacB6mE`~FlP>2(bh{=kZX0Ho)6J`-82@AWXl
zy42)(&kzOW=0P8W__!IppT7*XhJV3r-afi*sNWlp@Zdh0|Lm|fTh5V~t|N2_>j{qS
zeiBg?3Ad!PL-H(6@p)%jdiu0WD=oM=4Z6LZbTjUBlbUgBZ#ub&39ZWxO~E>*q0aB2
zT}TuFPW~wPTq?t88p&8P?MU+KQu6BGAPX>D)jY;kZgue%&-d|uE!m!fNY|R#zeBn=
z^~Ew+XBaK*5lV)KR8kAvfd)AB`Ym<T4Qpx;Bc`IjgF4zKD_ks+(C_dT94r|F=^O~5
z;=RoGtvk2kh`>gMlJLtq_?8Qjl3)OC#I^}lzcL&?urDYP17J}{f$sA}mo-#Px85B^
z5%QdYsQtsQC)*JV0pW<%OHy)ayKHW?7=61KA3HuajEPwC5fu$hHI$|r;+?9dqpGH&
zy(@c%XW;p-;7e2K3saeMb2&0ZhpOJZsyEtRVpZO7O#ThNOy|=_oq3NQ=jHsgG;WcJ
zGgXc=fA!A9Pp(5<V@TcQP^v?6J*$T>E(McQ8nXme5_sA!Z2t{aMF>jv&BNaB!bm5a
zPQa|^^?fEKz-NxQ3O=oPBg_OdqV+?BBSH{_{~7ssHGt4**fnZ|cqUe(Ts=)JG*AGs
zh&MFUVpkvlG!>&M-&c0`F#}O1#IR#2Q_2FGLciaqviWDSe;k9^fn?<UX9`DLiU;iS
zU5Yzg@&{bXdruXQxRj6Db~*dDIfwSyd$B09e{)t>i#8XRl{9}PjpbGSfWKS(>>x-r
z{7-iNPj_<yz6g`Y)xSF4$>30d+<tzx4qGhaGB`MG<Y4&ptbAtEqPDZuD7NwX^M~>m
zQ%|@OzPvKK`P3zBCj6(4-I1Mdwam!h2q^z~(IviN456`U(8JZ06+Qk8SG*;x)*u2L
zs%NA+HS)ebE6j^Hp5JxOW@g;AwcWL}++bKh&Km}`?+1XbQR2M3vaZ$A-WX-q8q*mD
z!b!j<$bt}F1w5XXfGlGW-s7BYo!Or_mbHIF%@-v37#MFF8_NQqm;k5JuwzFB?oCY+
zim}-EGWEBg_(xoL1@(-Li6I^MO2!_>Voo+M#2&xYc<P{Sh*=us35%_W3M0e)%aabw
z$EZ&*t6K=GfWyxBQhXD>2&Am5g2WOO01Qa3gLu8yt0kRo8yBoQFJmhj!ShxMSmibE
zq%vn{6U&_v3dZ<RX+-*Oc4kFpZfxq69KC-&4C_CUuanicQp16g$Aepjhgdtt_nqIt
z_7MU+3;SmepYA*1z2NU($Tn?T-hQ@ma!JeuY#Wol_kAdi=M5lJ%?T^wCXwZ(zhM%M
z)^(ac@}Kue9W61v%d-j8`ccIfTOGwBI2_es7Sr+MYlmQThoIVqEGf1Pic~kUGJ-`|
zYJho9p4qBYM}Zl^PRrDQ>p&v;pZ}-qc|xpoVzhKgV44E?OD1~2ofP7az?+Q$Str48
z3}r}5Sf1f%M_~kNVez%|rC|qZ<@N(YtI!O<SW%IDg?g_{z@M}kF!6L%!(39$coj3x
zXfy<}PwZzOVo8ZrD`oFzl3ZhgVrgNj@eM)*_y)DaARG)zm7=CQlV>^&d)uD2c0KAH
zQZieMH&{zB*dRAHBr`N5F)}4FGNxQLqDUX+stZw)bn_#0FKwv%@vF8jFDyCs7QcGg
z#zPGou+^ynD+u~I&Cf+eH;PVog8_rCvmfj#Un~l#`Ve7pr~Kg-P}j50t(#W$%4)jN
zd6tA!XXNG<d9OB+o-vn@Hky*64yV&#q>bA;NN(`5S{K%QFdeEdd{#|OQ#3jDKC57#
zjl=wz0`3FA9Z(LER>t&(k-qqO3jH+>0d+nAj&Z;-^mP4!hxMUEPs27KMRXG$S8b7R
zJ+3iV^n1njKa06lV)TWrvF@?YF~7_T75N#M<B^Zz70x8OwUv3Imv4UND=?z}RQh;1
zcv|D4G@sr`(^vxY7Aajf9n5s!DljtIwY1pRJvHCo=L}fRxt<3wJo!BL&83R=qn*IW
zygVSU%CGszUaY3+{6<5oh!b4OKzypEekB2@<K;uO6#<n!NYdcGRq@@JVubZG)}Y5W
z&sd2NpjEgDOKC2U5$6MB#DS1K(G0u~7{~37IF_^zC4iAaCU5eqiNB9l@D=zJm!d2c
z-#rK4oeW_7Dge8e`X~6!(?1_oe~??mzD2t2a9{z?4JeNOn!#&$pUD`w3?5W<8suSl
zCf}4K;8QXYS~c-aVl1q5BC>QW!}1=Zmx}N|+;URaES=PUe}*JeH(66RehHtODD9^Z
zXi4+n(2IAE22}u7)})4<>Cc2yJ{40r7XWnmSc&5CTT>Y+930)3KzvFElI_hE`00N%
zEQL@dh1Qr?C2F!USjZkFMZ@Tg#}X(Zd3G4H68jK&8xxEQ(--J6);l`cuudf;>C@E^
zN^A<z8YVw9HcTclyHwQyX5g5H#;B&|b71`Y90su=a|^-w1^Xf_d;{cgUP-*xms>(<
zE`>xzq(@g3MgOYGO8J%bwJ!Q=U1(X#&y-({35SkiQksv(RW{!-5)Vn_|Lw9_OlTU<
zX_@;i%2UE6TJS=67o|LrHJ#gDIx4r8{ko(3yMq5ZfxR~(@RWOqMK&#*0DKnw2;zNg
z2fef+I2WT{ZG;;_^$PvcpZSV`_AM{K?)<mz{MXF;S%yaupSdrEhYv82>WA~{hllT)
zyrgETh;FNjxEIQ*oS%0wwwxJ`r_jvS`~q<za<M?!QNU`Ve!vf<`ZR=}>Q+4*#qvf6
zf#Fwzf&><7^Gir*rOLifme!&LlAMB)X}+Y;f>O7^$=f)zdpC4DSHSugd;MWK;2NwC
zh=3_!6%fJ!B(>31tGvjx7HfyP;QTydtPip(uzCOlS1LPHDeBwC?ihimhyXq|Q4h%g
zeaQp17D@;UjiH3g#EezOGbKW4hj9kp^3-Jg?un@bMllHB4ZSOkpnP*-W?1#4)&5Nx
z&#}PdInS8mU(KZ-Ic4w2=#5R%;(s2HW4g!iJPF(VN{~k&b=Aqd6Xa=h<_>tC{_iR$
z))OGMeMkI?TC>B9U^|_al8f@4?J|6NdaJxK&BtKHNN&|TAk(MU0DL0w0A_yxFa<y$
zQ`2M5*>yu)EZ)R3Y-N;j)Y`(^NjpizJ^Q_1sj<A(ePhnCUiIi;x(F)mEq`(+aY_*H
z2#%h?aPSNoyC91h=1kWd{Iuf%^ng;=-6fr@06Gl0dqaW1<DnNv>+oYC3SQnp9(5VI
zDrVWbkm!6%*y^JP9?it>h6Oth_wBWH$8l%^lP4`*JxEvuM*9^zqeBort_A=ZIfV}F
z({noe2Ro+}ZAn-Drc3%cc>#Tfo<w82P=ld};g{bfX+Hd_LuF>ACm&;@Yu2*N@XPqb
zszetY4J=qjzBq5vv!kuv4c)7j(>?PsAQHE5VyF{5h#dn6d)OOEYd#N04Np}6(7b8Q
z1!f}meurmGE-bNz{HKFZWXY?cyKFbs2{ZxlrTf1m{|bA+xOXwQZy~PUR)d8=*MS_V
zmTX!H6s^b)4AOh3kYd0x8?^;KWs+R#@Ru0wK&s;&2<N+a@)xSn)h|YHhc5=Xh&=>~
zE|yj(cWa;Zxw5VRww!t~M{Z`gziT0py*@>W*JHL3FVo`)4JHxI-~&Cf!xh?%TCPQN
zW5wmF?;&D8LoqRs6_igH3I~M$synXPtNfk0d-V6U=uX4w&hkQW_pP_5(9L*Gs6ONC
z`%}=)RyP^))i+PUmyifpF<3<JeBOJ}{orIl32K*?(co={-t8UbV3p;9%hfr0uJ4A9
zTCqkSU?)k=*I(6~?VdG#DE@NPoW6a1GrH_LEZgiOe!s>_w$x1husO4x7#S??F>=}K
zcA4WRlEa{RYn!%L_vz;T=UVj;W8LS54J=IL1SJFKu<RzZ_GB`7lp@b?qnBwTv~>ed
zf&xz>KD2dGfvK`Li|FZ!ie+>m4KKKC6}rK~IHV*Vli|pZJg|_s8TAj(2}+hDC`Scj
z`t>LvqvB^%qUXO;E+vtUN6~9T(bz)rFf17J;{x#)*}P(;+NexO_z$2??Y>~TUvYN1
zpP6kdKkwY4RpRDP)csi4;Fx*y{=>of#b-h!zaDblxv=qs{TO;c^tT0P)#5DeEm#ED
zK-4=rf{6d#aX{;fk%!H9Mg@Ck-BS9^Dd>yy9C)+$MZYV+yNZ?+M>p#?-5hKcBaT-y
zmVB=JtM$?7^F4SodOvs=Xh?SY?ev?jHm}R={^MZnjN8GH*Jisbf5~F?Bf=XPsjmut
z-;PJz0!_*N`sVqTCO5Lt`TnGK9QqobA?)pTDnBQE>%D$$U*dj>S~Ib_lU5o8ML~%u
zjL&boJ}SvteU;58kj+1p<#3eke=c|N6H4(Iy54<hCg<`qc>eW8bLz4e$0ukP-KWJ6
z`(~0-hNqsl=f^gG+p7GFzSuUB)}1?UPbo3YaT)1CW^je!WoaXwBMgb{zG1+g0#h3>
zZ?BnE{4KO7p5xU6JRL?7t$VM&|6LF&_CN_?Y{8nTl7fc<8+Ah$brr-H6q*(k#C1cp
z@Wgd9-7<!Rjv};<B9a;}jW5)65X^X6;Ntp~OtH&0u|v82!;tAonox?$dV;H9i%8ox
z9De}N>mPE73(ID01@~8rv{s9Z7K^kNbF>yay}wVxyH5+nObhi(Q$R_8Tz>~T|Ne6R
zBk1y%+&?olwvc;zkR;)H7x88%bmK8%gG`a0U7nsxnU+hL@#(8pToOyN+cDNYz9&qa
z*rhOS=pP>9H?g-R0!MFj@7wD{*$@L5S0GMuO~1gHr%x=I!)ZtOJhFwY8u+m18L0!y
zc-SRqr15dDkfOOm*=>N~6fi0O*$?gGgxQnxlUT7ygQ~)P1+nc2@fHnr8HLo9r#8MB
zgNz{cC_>478Ph3MjVXDTAuXFlEut~DW9a`lI?r%6-!_aBBdL{W6-6b~tXWl?#HO^U
zz4t1LT2(W4sn)JlwW+-+YFF*OH?>!d+L64^|NRn&PmUat=f1D&JkQ^`p-+&v^Hcu2
zBpz~|_3rMF%I=WbVXxZGklIei?tt3PfZ74K(jFm0Hb+hqOL2i<K{*-o(~}!665_|C
z;NnQ);;3tf=Z!^?e-mg-xCX^_WBi!K4^VH7oZRhPW4!XWJ~bS?F{hutEH^&<G3Gi=
z(sVE+ME{U`I_N4mFE;0U2Dwnch*nJ87g!P%s1ArRa<34+4Gg6j;}QXUA~E4U$3a(Z
z5)s@c%#Bu@N><0Oq+8@w-qCQcuWkN8<>DI^GW8~c=|x74p(Qb~m3YmMF0TlIqfH%Z
zk)3UkZBY@zO(u<x&WoY}bgPUjBL<0meqQ1MdIU_BR8JYRKM*CV7wY|k<!Xxy!b5Zl
zzQ^iq$aA*QeZ7LKSQzM;ooEBfR#a8)w?nO5^_lRGLw!}e8!ko7tfCXsh=}L#vV%ET
zSKxZH6<`q7gN>O7m=pjf){yzj$_ju-+0&1rxI2Se1!9T($w(Bz{rd7vJI%rU<Q3|E
z({bLfe}3MwzyFl%n5Dt0j;Q2+w3-^&AJ915ndT{CTfY8NcL+tAOt};c`6epw^aU&a
z@}DAhHCplhMY9Xd$zb$V%FkTruBwJm#;s&_GcTiUa`E`{4d(pi`<-QW|7c9qyu|UE
z4Gp})I0k%iAN`{1-+c7^v@Ef~C2Bi)dr!COc~kXsXK<yGlP#MwtFnL{sqz}G+KYNc
z!{}h1eKr~#B<srx09(sKLQueEMIof2sfqOPkZysMaUqM!Ad;$()bB=eYhd5T>rrUm
zJa)PK$Du=6O7Fn_{=n?)qt>6!GH#a}Ga#6SP%AeFt+EaE-3}%j4M^`mb__|j68Nnh
z8;VltRVH4^11fuDWDTEucR2GOc@jN{y&6dzSibKo^M*p~dLH7kVAgWBk^>OqREbDB
z;sQweNkQxuM=u06)9kv!IUq?uXC@4C2ZeCI>UMP~p@83w3dLgpNiYLQE}>9_g@6()
z=wt5+jb_KI_1{#4fiO%q84IDz$W^GcAc=~WMrxo)8<Y&+H8qp=1xhc88Sx@Z=@n;0
z0PJ22BOkM{2e+($Rb*97er)82>PpL)cvGtt%tzKIiJT9(qEzaI1@|2scJzK?x~{bg
zgz-U@=L4JC1wv&KmHt=9wFipRH4lvm#({nS27}R-)}KylZl^=n*G}4rX)00ETU#Yc
zYGFrFCoT;Bt6TRDcAH1K-`9PpZ2k19AT>2AdkyH;%==h!AF^fY(guAiB!cP4kakng
z{M>;gbSNGg)&5poeh1SD8ag6%gS7H9|3_!ld+k6+ARA3V?fNO{_@z#Ndg(nQ1SSZe
z2CJRcun)omeGwJlq3`7?`Q<99&^7p7ejH5p1WFwR_^jGG>@rfMBfeuDEf@6_07R<+
z{(CyC*lQ_+$0jqF_7|ad5`uEFn}dVWB>}}e&^M+w?++(ET0O?L9U2kfq8?@%@CZE|
zTnbtYQzn=d2tR?Eakb+$bR-G}m{kFH)n{yRkG~EgfyF8UCcW#3#fL$}^iTtnHUs14
zyd&BxLILX1t297!kwQtRO*3l{{BDWIy;5|*h)Uh4O690ptpf8P9Pq^qaooGJ0+jSx
z%>xS7gIM2op@5#wO{i#D((F*~e+4g`o(dm46<q5SMyFy7ECK<FEE5Ja0I#v3dwsoE
z?6dd1X|M2yU9qTL(X3seLDBcrLJoQ}taR}A%;&bCu}s34V2NPP;Vuh)dsSlUcp(Uo
zvk4aXngz;6Z-;2@xXZjIqce1*2DwtuqVYD-u*$F*)Yo1-th9=<hN3kDms#LYRt~NS
z&db8DHzU84p-p{2n@UGZM^F2Jo-U0pHTgkGGJT2xB1MlbRd1JGfA@jG4&BT)-OLVM
z11->=sYj?cH&E$jw7pOL=g&7rhF3K%t{ztIZVOe3y`1y{0(Bc!e+LGazJ93|=Cchj
z8EVHcIAUW0N@x?jYB;u(q&Kq`1R<?~>!j-#ATJ|;kCa2~18sVHXzz$ShOL5*z)Es7
zYAR?;wkt?G!Z*2|nL8v9p1MUOH2if|(97medSKYB$W{=MDBeL^D9Vg^t)3DRaPby-
zAz)hn%5?fJoCeqo9l4+&gbk>Mxs8Sy8}WH7Q4o<iIhC9kJ-R|jrAk1#hUF?;<S7+e
z`WoqS3M}i*NC0I32=FMtT=U<@_yW<zJJeyyItrXZY&)JdK=beq-YKFtp7M<6tR|nV
zr2w=+U^qbpkm#m_5F$|w#GGFm@mRW$2trV(sn)Pd>5&`fnY5f@OSoTMnp0S{M`VtC
z_D_9=^%K1Zp=o=3f}<%8g%5HIHVg9BvxeL?Lc{R}BRL(I`SRGK2jB_$s+nrE?2<aZ
zj|J(0p#kGha`QNF8AQ=)2H1^|nPK@eu#f0mI)zX;gkvq|3M?lb2qwCF-WkqG=w?R#
z2Xt%;^v26|Eq5VT7#G{|Np%+g)=wXiIUVU7C=^}BYPZB*hBJjhJDFh;T>5fd>X{ZU
zgE%2vThMC=Bs_Wz)km-{{c#5G!G>u=bfEvITk&5MS(it-cT{1=bowj9kM<VvhtPtm
z9YiP!+@>jpZSrW9{^Jm`!arB`BV~L}=OZ$bcq+o1JlqD{e|pO`;qxx8H-LQlUTCR%
zmI}3BHAV=BYJ;km`3vLP_*g(4S2XE01jCr^UpJPO;PdkUE*$^+0tQ`nrY7f@?PqIO
zVklvU%Olck=5|eGGp`*?MtN>)VLEQqxpB0G`Nz^<xDQjA?5+HlwQ@0TY(+Kc-Q&mm
z#pozl0(D0Ai4PYed~lr%CsR@_^NUt8s^JQZ$3%PuHV2{cG+lXdV18O~6LBV8+q^V{
zfpKP)CKuO9yGzTGi2yds*eD(ZM+J=n;$1;k)`}hfCt~R%{tTjCn%7lvVUJbCWgo(Q
z`bC$@qHM2zg%Y!)fBUQl{o5X?DZKg~>lXiokk617CcZ2z*7cNm=9xtjDaYHS{xQ)*
z*HejmGJbJ1SAbQB=4k=TlNuqeqMst(mQK8F(1-MN!v_Y7<CSOUKW^3Dzierlyc!HH
zMgoO8{nd(pze)My{*9`s0m!zagJ8qIhekerITuk_uHnXEWQ+T5`<12FFhh&qN!#F`
zn=<&k-@$fS@k8-)M!-Mg>3b2ac@r4W;8poYW4c%EW>~V-d!zrx&(!ZNK}GmC6A8@D
zM$R`A$!lyB*c91xy1_o(+OT}FQ#$11w^e2=Hs$vomuJ~D{BX|m?Qqzmd7VSU<thj5
zhiy=L`pD_2_0pmqBaPH4lY|A6<O!3QhGvATHPeg~ODU(SiD5!>8Hcr{^4w<CN2mL<
z;zcK((^UK4Ip+*@tIEsVP5owD!cP3o?)&U<c}^!B6ml=UGN`EJ@G_R(oWuNkcJ<u>
z2moPX8c5VhR5kHHm317}e)iY-k=$1J8m0{eKd3IlWw{(am)MImwp?9yPu+v~1K5?s
zg8K5Xny9BJaWf_?5VNuMa+YWfP_g}8hSmf-n@V5{FBYEmU>g=sPq1xi?DefzYok!-
zjN8kz(~ISw*Jt6t@UpX5jtn>h_*J*pe{^wIhX=#U%~!{Zdw-Xkug@o=oJ}Nf*H^Zt
ze#A$e<MnD8&3>56#T-REWb+TVi?ir7J}`01_91qEEYEgp*#G_Ydi)<nxEI5Fce~|a
zzox^#OP<i4a3}gh(0PUR!Oua5Lni~j&mnLF=khn8lhw_WIeI64eq-04KlTkQk0-B#
z&~pndeFGU)30$FoOsep05YLW@Y9`FG-^Qzp_@N1%O9*SSt^H<Ja+~ZE>2RR!C6ZK%
z0l9Tl74xWnlTjIOa8D^YK*D=<r{>p|z@uSXdE<dkEeZGhL~VBxjg$r>cKWs^#twaR
zGlKGd>iLB}$;4*s$=Frmkv7wvSiHyA>d~M3`fxFnBchP&L9Fgr<rs5$;H%E^T;3g3
z<Ap@JsjqdAJD1=P6dn%642ucHSAa>*#%8|B<&ZIU8Q9+*+TZ31Hh9m<PCSu9KmUO;
zqAV!nu%qiRJ2zu(JtHn*X-o?i2xB4D$atcj;aV$k`kF|EkVZqER&G5=x~ud$Xr4UO
zOI?q+0`?0)za7>lEjjb~G-R)h_VtDLq@dM*1t&U68_913Pii+CXnP0T2VATKjp}`m
zLL_UxEE>PuWo(18^aghFRp2^r?<Yq1+Ho~48uW4MxzS9RP(TPBW!s>ibsotCk90nJ
zb}>D%U~KH?<8d~qofwG1yK*528Gt|jTLKcyzNSFH`itMxB#{eJUrgff#!MS0_Uou=
zo2Y3^6*fICFBT}T7J$3wk$kVFtAs7qnmxeprrfw4Ow=_jF0Y+5GBxpWl9$Dipb)9N
z^}=7B>_tY^-71RQeKZc|N+veDk|TR6FriHLOz30j7LBJ89ll1JjpBr2`ZstuGjluV
z63e2z?C*%*2^q|i`W6BJRXhYC^MJsf3N}iD>11&|w!ix)kL^WVn%E2fR2FhU?N^>-
zg5Qth^P}UFx!I(o<=#mkz&!(0*5)q9P!XKPN!Ok6f|vN6;7rE#b*no}AepyfCEo<>
z*Se1XbO#fK@XMJUMQL7jaawk3T(Lo3<wrvLKGEo=iz%zToRiaU*D>szR9dEA0h4Od
z+#?Vtc<9FSOjeudMI(0uL9Z&Uu(qn4OyJ{}t27&1_cs6B+uWkr3@>NtX@$Wo{0?4m
za){g&Nacv|MRXA$)!Wa}Ko7JTMb%R!EItsoZjc$;8y1?t;s2UsvhZd>N7GNVd1t<-
zmLJ~0bz9@Nqm$qIdwmvZ`B3E4IVtmlo(%^u<`;DF$SbNSA^y8cB^{=f*w4`i*nT9L
zZZl5#D|DX?Pc7$dh<q9Ki1R^z?Gv@8u$hbc)G|Wm(2TnklEaiUQ4$4D){}Fdz4mvo
z%$UB75W4w$vjX9#A>o&m*6Ie4_(_Edeb&U(cw<g7e<;1pgz@$ct%7@D++B{5`<aDR
z)!zk_s8Y;cja74uRTsV^c}n#i!6K(fsBVq<UgfW)4`+GcOu}UE99ct?jmRbDghb|&
z646Vm=Zn9}7dM;L%%9cBpS74(&o|J_H_*tpAh95M*_G_rC)`V@0m}tM5|J)K*_LBs
z-@7Pj7l(AIWf4j4pr|%R$`C$6lKv5tMI{Wg2K1d!xyA?(p<$6!F&s*0=Dyqrn1#9=
zWb}JB8UB;7Op$vUFbj8lbMK-+vQTDLR4jG&^XU6=U%7{3G73vL^701xE2b*X>&}z^
zKI8H~T*KtuIZF|B=<oLudUojSELBxR?#uY{jh^fKKYg0?fuVNDma<#gHfZs@m`?pe
z{Ye0Djy|vZSz6jem*zDw<@B9nSzW6_OuYJ;x4x6A)p0fv%%Ae_!GqOx{^c>|o{<qX
z!+vA=Nqy<|ml<KVa4P^|H~?4wZ>gZvYY_B^Fk&6PUShpbvJvCB9_y%&3C;n@NwmR`
z<J$80AE}xrsBR|`L4pZwIP;{W=M@ya$N}LA6SLgv5jp4B@BYat`1V*-m}zoVC!fd_
zn8Dxt%dYt_z~UW(Cj0hmuEEov1_rcYq5TUF*NhG<)17h{N;?m@I~-MM3?2;E^QSx5
z@c)+M0~Xmm>JIrWZ2cJNSxw_n<HS3gWH0fM{P_McwX$_kfjajG^ep=HH5^g5@b!Iu
zkoo6ZI0GIU#r&U&Le`H&2!uohtQ-ZPjtKrE?xIe0^9I#(hzdt-ipD{c_8~ag3buCS
zh%#0h3WzL60YJG$hbW+B>u*8<AjAroJ`nzo5)=3<46bwveu-`O2kuAdzUIKqME~Xg
z<D|WHVf~I|mZjv`C1go@yL>exY0mlLzvbA0>~b5bQ&(+KMR)Lp;h?h0q>1LFf$=Yy
z7r*r6^-VQ2=sWmmRkg*c+|{iBn+#hUH2qcP6a8KqI~6h{zm`3M`U+JL9N)>$%)k^Q
z4R}mu)`RIDD&1)mOGfgiq(+j=MFgl%X=*=F*L}*2fxFiX&R~F%s#6^nMjfWG*>lw1
zHPJIMFf-6GGcYzY(ATxlH#0CdGtk{LF*PzV)YdgRGVrTsV1D3reyv|buu5{VZB4!D
z^OgM|B6ICnm9(|HIxGcc!#xYB@l8#L0B3V7HajR-o+v!>1WL2vMOC>PzVNAIzw_z=
z*lqmWn)UBX)4E5j)a_8^(X@Na0FPV;`Xs_zPlX?<k>$WFtE*^nV&1#3k?d<nO8zDV
z9#Rn=6WA^KlnzyWyBB=B8}W`bnfQij!u%W}^O2CGW5or1R77!9l)9?F^H&26g9!5y
zc8q^OAx;+e^&ufnN%7?DpjZpb3`eI_JL@<zdj@Coo=tdC+)?nGnpg@wR7GvV$Ig+}
z6`<`?HZIY%DB8a9r)V#-!R-j@&y6)FJ_$f@BVOwdLEB^|hFqAmgb7Ze_`Ge%icY>h
zUyVXA%lq}ldE3UBTv2`2*|gsTU#zXE%->Y>XnD0{=~QG~lQ~)Qc@XK|Zw!uWjt(k$
z@S+c8lbW<{HTnG>729(Fe4Q&2VhT}%Q8Ti$a8qERMi@Zc15!q7AOHh_k;dY4Kwi>B
zECYg{5rXhC^iFJW1vhn&973-S+EX2L#%Hm4VNFf;X}9C=KTa8(5*AInNc$%8CPlIE
zJH>LIs^iDkewmb)V8#k`EeEse>V(S=+SdD#$2c&q%@TRSheJS&2(3Tj;b;ZrnfX7M
ze<wSHJ{z|6oshTVYEOiJpE(t@QgBqQG}ML*1RI!y%-FSm6FC*X1k+YCmT5+<!)Nqq
zfu^cQ_4&y47TjmYr#129xJ^i;;4x8ql~Ld)^(sCplDl7857n{wO(+1a?O)^anT!3r
z?Y&1rlXPT`Bb0h)6v@WWM0RV3>AVE5ZD~ko63SGBm%8dgk0a<mwjo*vd%um5eP?&k
zzT2}ki7dtYb8!Y%YNdqV6z-9=>R;Ycq%y&$x3^>@=ysxl-6WSn{bF#I!!S?IwFatn
z`L<eVx%p31+9D@jTwAQnTN){HL~#h0u$SR2BmDKj9<UP;ZbFL@qM&s+qUUo@Yv6!a
z7ZMUdf?x{6za5}HhIYg_waXy*iQ3tFe)GfytSB0GC_PX>MEuDlxXb+MgX0OuJ-HAT
z)~=LswjF+}!Dre=1LVL5B9!=@{6Gq2tBYsHn&=0m>OVBZ-9s0jDULru&h_rD-=$t@
z7+LnuYF%UwX!?au5nG*ZDZ79UP%@Sv=-`V?8Z3Vfb>>mkGmR%d>Ku)JvE^01b1(y3
zY1t*&O%@t1&pNU2jD`2O{q_K<oAp}&vGo3A`$qAi^+&+X!NDG1`I+C6*M{=eRXEMd
zCCPEuz4i9J-{;1XRZX~~p{3w?AEt%Xwy7oA`D=6#9(MH~R(uPJY<P<qZ>b)3HuCo?
zzbIBK3%CFpvP~r}uO@Tgrc&3dzW{P<)6E9EaK`f94PhJ~o`1u~mGIMt;xFMdZ+(Za
zJAnygd8Eq0W3leMZ*VY=ewTE5a=ol<z(6~rrAp94Te)vHF5wv~=iYNo;iNq0jya>G
zmQo2fAM5k7q6NukL_Q9r7nAq@mUGRT>Nd7AYSopOIhs1n9`42+Y=jy<KM|s~DIZiZ
zP5aU)gtT^&K1mJAeMa=5m^2RMKoSqwYjx8b(cuAh<q|bTbp*dmYSL#Wx`W_4Ul)Iz
zFC3n2T{t#Z0L9fm(}pe42c3zX;*FmVet4euEOHe{?X+HEbcVk`%YOR#o))Y9^}oT4
zLd(D1VkV<5mYcD|Ue5lvSYYz-CAuEI_zPfj7jMd!v6qMae_MTT7x#3RTizX?oo<=>
zonJK-3@=Gt{Ts|tTLNyVf3aWc|F$&xpUUIfPRkB$zwr9MKOcyXXJ>?qpKKqY!@=hg
zGflTkFA?ym<=Lw9^L*`k;gW`G^DE;Ku_Ir*AGJk0n~`Dk2es1%kHM*Z*LzVnuSwq*
zyZJn>ZtNQqQ;FjvxQd~1lj1s2eLvH?e#L%Q_R}vg0mg;JW^;A>fnpM~M;D=c*MI~a
z{X0S4Z95Ei=A%!n1ER##unNED+r1N^>`ahHlKWcMYnl&KhHMm!@HUzFHc2ko*MEE5
z@A9JQzM$&9psu_>ZAdk3NUH*IrI3gC(5}FgrK!5lX#x?&LD48VFIy(UY_6w8Pajo1
zeaOXA^^_<3DNi$(ldG439+cxD=?Yi~7if%lU&V}CREo{y&E;6<MtiV|M~0$c7+FW#
zHw-j5_2dcT1XToJp#BG=lCyujZb1fntU_;AEOGm|kok{+_2yYo3H`HKVFx$o$&JOL
z;ikoyfTqfomzt}KN!d3}tkAiBypV=v3K6*-$&wqhxj;X97-=Pm)|Jay<`EsF8t*y2
zUg&C95IitwWeq;Fd6%p0KiC5gYrUv@K`j-~zK301?JH88$yhtyP5sSLK#=Dlp{E%I
zi+DC!ucM8B9=P&fc){f55!8zkr|#k7y%C*MRU9pU>#=f<*CxwbNW)oPPM5H(o48C$
zC1-8oWo@D>Z(=Kdct2MHwgNNOUZK#KFw`AeRu>x4axKl<eQkJv@{wIW$v@l}{4$q1
z^h}tcyjV<KBM25TFp<<Xvzr`Y!5^e2!fyS>%%~#Zl5F_OWC+b$x8%9WOC3htxI6b;
zkjS3j6NTw~N4cFMgCR&3#T(<-&~o3MagDpj*7Gt$<{NKsLV`|0f<{7u^~=Qk7a43%
z&BxqBP!ZBggaC<uGx7>7MM?6FKh%_rfu&21?fFN7c(8r%PL;se$=fQyREfI-?E-ym
zz@K2Dz)F*ikotEa|2w%FAeJYD9uJfWh#K?4igM6EI2Hd0`o>1V^V+Pw*dlXaB)gwe
z`2~T(o79GFxt`{gEt(DbM-nz40Rh@fVgQLqdv-!f(P9qJ=}yoA>N9ibnn2nRIG!)9
z5#XyK7y|)_qY#t}2)c0kjsQPP;|ko-O|JXPJ2hS|iCH`5Px1l)g*SkCh-UmfTy+59
zaK})&+xWt$Pa+S?jJp*OSdt#|1WRm-xzUsfa7YEbR2+|x-+<OjD>!){PxN}zeZK7c
zWB^M)3;1MwloNO}U`|sP!Sf*>JgSGt-|q&Qus}bVq<V0yLH6ZO(6Z^>E}y?<IYqbM
zvvET1M|Iewmy?!XngT)kJN(k5-#>;@z2^u8DnqHA@QLn3L|kD`LN<^4kL`E?QG-w}
z_A6;NMWQMsae|@fpE{AIbx>i|Qz9!{JP=bL2gH=+0UlEur3D1Uv=Iq|DBE(gN9H~P
zI^NF{c03by>XgPEImSyk#~~yg=>d@skO)|=>LpvX9ze8VqdkrWlLQ&w4f9nBRHy*l
z__9F%U7WyWY|Z8G*B16ipS24R-<duXGn2@W0aPskZPhz2fJ6f01|sbwkZ_pwt6#|=
zB{F<7rVx8AeErAT3Neo#F(V!^Jx`M|iIsXG8*F2iZL{jQ#<0E*mvZxet><np^V;nV
zHmt92aWML3o(@{-c&NAd-qC6PgGXl49|yzFrS_7I`G6M2We6>`6CYV>gvRlurg}{X
zI~9Ll)H7&g<ExjH%zGl0FJR${ZH}1$E+AgI%m6#8CF65`ep*%4y?dw77&oRDNB^yZ
zm3t8+LGb}ALGbm1Z2<a-R(8`0Wb)6CiVP}#40NLd_i|As%?CjEL+mxv3=SP1pa&F$
zP%Eq^b;s&7uhIa5Lygg<6%iJi{$JBa;0$ROz>11F`1_n01`uzLq2HH=lruiHA-fvq
z_&n;O-D?aiY%6=_1SiJcW&B{W$C?#Nj-wpHGQz&qr9xk}9I0!&XrfQUy_jr=V=86W
zg9UrS*qmMja{_K_2w^XhV+;@Nf|7xRNQRi=VcLLZ5rBwfh??PQdru6w#ZRDbW<VX9
zq3vG-o{-^SAutFX5Ld;4d9h3%e*xbtc`Az5h$rKCSf-^{QGx+@m+d-8BCbgt<lq$I
zVK0E<^+a@F(EkE}eVQY<nnCeY!Zu2Rre7Kd)-5)&!kT65*d-mBfrg;ULc|}Yu8*g#
zRZ9Oo;y&x({zsj>H}q^W#i`_B#30<)eNw_*%eYqS;WO<6L9LPrtpV-C=!C?7KxiXb
z^%?QKcf_o8#?p)(eCk*t_A9(oJOG@HzVrWgL+Xi-l_r-1kKVx_=GTHm;?1G&N29ln
zZB_ss0dR@oh2aCtVavkrbcMwPI5W@{03hDpP2Jnk-`-=o#J}?cr57tuBOp*EC{!mX
zRLlRQn*Rw{KUGgJ#Xv93U?$mMCPi;1O;04X?f2B!;=tT|hfRL;A0zhqUyM>Jegtu#
zV7E=4l8A^mk!l99=`B)^d>q~^m34I7vi=Hx9`!jP(LLcloQDVWkc(47=aoy1NO=xy
z01glbtr-TC7t<060funAC7%CG9ITd83Y5*ue^ue~g35-m?TE<&+jr#6^<{wIB+F@Z
ze`-X35G6GLkQDJN!ry~@Q0u|YP5@;vKjL*8MDErZ0mBl4H0ZZw^UVm~=?noG7Xp2h
z3p30FLeKHfg^+|9$^<(X<@KB$s?#5;OL^Ht#5}kpFgYYK+s)lO2XxX#w9&5r$43i;
ze{|3OSaV07-aa^qF1Uges4W3PMnr4yxYB4%C-7CcuUC@{^u~fO{1sqKbSq=Qz-=0W
zz5&q#kRJ02IN*zc3^x{^8?j5U_!_iers#-WN&mZ=d|>nC(DCcO*^hxKZsKijw_twF
zMIwbcw||oawc5VVs1~)`I24A$I4z~W2*rIZdnBsww@dg-`R>1COY82)7X+tZ7YZs6
zjZ{_^hTxF9iyDSE7mSU;5qu`?0&evp;aLEcyB(RioP0{=^%f8@aLlV<Ousv0?rIJ-
zjtz@8zM&J7)d6WpI*GXIN`d!0a?07EXOtMA60VTBBLvV~Y0xmb!~o#YKk{`0O{f<o
zu>@kEAPx>AXmw!aV|=<xdi+LWY}S9|I^ZfCx(UZVzBIR!wW&DkdaZq%@l4K{I2HS0
zhTuj$2fDu|y}J54DxCiGAp>979~`h>s>=@;_QO50-h|iujqw)}9HLk(XvPq%fLq&<
zh#EY6G7(TPq=VL@PhRmTwu10D=V`VQQ~(OcL&B_mIF^pm9I(n50>GBXl%zPr?+L*L
z-h5iA?A-OEt9#RC(pyA!^w0D*__@^kkg6rpJx64Xz$yLwy>IUOOsc;Bh~aY$!JmvU
zBf9KE@gBFh&yotnJ{0;i3`>y4p~6DUS4`*18N*>0@r}GU3<3-ukPjeSAYjF`tB)B0
zomW4)0%-NXGv$fA4)hUe9c4R&kb&eACxxu8jEvqTs~N|OKmlbfJ)7*1s(*q6tc}qb
z`31H16$RrKmrQO-D5LF?hLOx<Z+s0m-!B6vdQ>aTZNug*pARIQ_kNh@xJmMCdg~8e
z)ER6$+@sv4efpc{$pkwAu-K68)9j>kvz*ql*>~h3x?JtZcy{}{Zdo*7<xUWsx4CKg
zwlkg{iTrtko$WLQyw^v)(9dvxH{4K~;k2pIp3l_$)#b_6&DP5$u}Rm1Z8Wyi=RL*Y
z{#<LR+ux*qA0gwV>f^DD=&v{R{}`8C&n`34Y$+Cg&Kx&v{j;6s``I{udU#yx{B04t
zdiC?0iIm(Bl#kK(^hz=iF4a1HvwfX6FKJ86>*<~`=XH2g_s2)rec#B>W$(m~KGm!A
z`+Q6DTNQ`d{QNcYGon2Qw`pzL^5Q-N-Pp<&W=mQ5?)<)wJlZMq4pm+gR)0%|mbAZC
zH?es+J7HTIgKp2{!MjnhyU$S(L4`cCx|+@Pjqh}=SI@_qdE`auPoGY2=9Ue<z{i?D
zY>>n|MHNE+57cfEbg~p(H??vu?VZ1KMZ;r#Gha+mTC}GZeic4=P*4}wO9PB>tqsoO
z)_9B*PJbnubM|_M%03zY{Cz=@F7@uTV-&n-`_1^TuXjD};E&<5R1*$>4+p$E?)?l%
z7q@G-)8)$nr^JEbrY+L%ac526THoJ{HwhzK@Gn>U|C;>7o^R|qn>Jr>UPYCElf><g
z12YKr-(c|X^1n*~9(zOm4#F81X8}{QXaClIvD*$wNV#G(ey@gypCf0~W~3Y&N!L5O
z6YHnymks9MJG>Y_c=p0;DsWY{ll*ek*WnE1W*uOu?`*8$<>7BDf4(vHPes0$=H%Yc
zMt8<wq*y$q|Ks~T;pz#tm5xJ|m->*mcoR&Xo0T&uzyE;Ly1-wJg!Z)7_Q#dohH?ia
z(}ZwF@3(&p$Zu7DG3tqKNT%`NL|(s=9@yxZ=?`_)CHW&3wbm4sbVkMgkDC2Fk>&gg
z3q=B(c{>@0d8U<qfU<9ZtFNgBL%S&ABunJ{^^;T!5|B$oGJYU)8$~uEAKngCkv78z
zHcX50<PbS6FB>ggVvedPIRta#SVz-%(!X3jwpDQQ>MC5I(?_7QNty*j31pq+q%*C^
zfiNRY#87(P*N{^JN;LWuU}$E6+o9apED@q(s2QOK=mRb1Eh{Gh_Zba)Jo8jSz6p=Y
zPlF84Qs&$D*4@!X1N4*n!jz=3ZpFM8p0Z1e`9VHB@^~@}PWTMjM-+v%+ix63f7Y$}
z^s5|}bNE$M?Y9@5ge%?G+o-rSW0f;VAeeV?7X9AT-yf^A1(x_cok`w?Lp$N4DIpbJ
zc;A4Q&4$TWZ;Kz?;Y$L6Txsr#Au=q98eVCk4+!v)zE%0ugpjVz+FIz;)RLj0n~%rj
zi?{#|fCoJlNz(JHp{Z(@g3z41ykYd!``RqK%(BdKHfRsHjq$qpl(^^={2Jk$XO>BK
zM*|j!(pvXS+%n?qZ+S%$`gHHD{dr<l`q0Tj*>gxg$9^#vqaBC5bwgfVd1+RC>5uB#
zt5+)Hv)zrBwGi}-MsmHBxSzLyg{+0DwWFN*dUnaL)4N+l^2ArXM;@eat1s&60Z_%H
zuBLiid_tO#Yf;Dyp+<#kW`xESz71Y3{!G};-Ma$!*hdRqf={IN4PI)8<+I6Z#>Q!;
z^U8jcLBRgxM?}4#LN5dA3tkebWk|a}x&w>}Cd5$Lb-e4f*W9qmvlkR4e&~PDZN|Ut
zE=F#I0E*df;YwI(B~(HmdmoY*kN6IL3um?&mS0EybrGZHl9BPOiQ4$2-tzdsNdH*Z
ztkSTIrnYG;MV8Xh0qUE8#_RM;7D^`m0GMSvG>8QkH~<g%9t684o>B+`$$+#j@rRBu
z1Tzv9U*Sh&J`ZN`VVGdVc>tcssxaXZ!6qEG#UBTuOZn4U$Q$h?M@Y2C3K<Eqdq&po
z{zUGD%n#X{+M`t5@MU;=(dPD9H`9T@UG~erY^E@E!YHeilboBCL|}@+WhzWnNJ2}l
z&qt=HXAM|Ld5TNB#30g|_xAC9Ob=g6I5Yh&g@QH}2P@nCX34b|$jocy8q6GPp7`6F
zM5cK#OvIQUyktP%4qS0y@y|O3qs<#gMbNDo0qT0(ZDa%*5285SQ3w$^(!2^*cpqPD
zpy`_ktF6=ip#n1v>n$i>%9U1%x5V9;6m|qT*A}FQkhF*RPR}4!%qcr-)B(Z@Qz!s5
zc2#^t6pk@!ae5Uc&};W4KHdo0P)!7hYEVK}QHeDL&*wB)oxYDd6^_qBLWq#G(ukB}
z^b9v)vW%+WYMR+V-f_3D9_CN<)o*$xW!e)J+9Q>1%N-3C_t@?o^=^C3ZhMVx`&ZpT
zf`v-ET5{5b8o#tFwF)f|jMN|vn3jwMNl>;bzPXsTddBm_`*#!W-H%J-7)nSfDPqYf
zE_bvkwf*b#=h?Ej2(OjvOD$gy0~;UnQJ{cZl85|eeizE?EYe(6X{kLvI{D)FRAB1o
zvNxiQjkT8Ad#m?(!1IRZwL<rfI;ZBsc(kAGMXBi6*gj)to#2k<ASWHnkmMSj7VrDT
zInn)iX2ve8?9-RV#^SiRN5S^&?9SwDP?R`qJvg^Ulo~+NvfxmuK$N^c*wLN^6L<xt
zB?p%Lk%9MMm`>F|xL{(iKBiN`@5KsS2B4HAf0sIfu2L&dwjuS><Ytq3L$eeBnpJ&7
zForZ7*zv;IR~U#_0k2a-2XhHw-i=7XdvVtHV%<&RT@7=J;`0h3dOUScP3@ej+QuRT
z1Ng`82u@IpO#hqKzL<P<Hl}`}PH>6d$tFtxRWQKbF*&KkSK;@n=*M^b7ga{kKtx@D
zRB;C*0FM*nB<e!WSYUx%GBAR-h>+2+_Oxa`!b$_NZ(5Vbs?OT^pC5NBCLR_)@5Dk+
zo@#Bx;)3Z;0szBI&1|aR0CHq&ho5@;Njr{dK;6DF_HDzl*`<8R4~6tlYD$0UWT2*_
z9Wgm&2J^3YIsi<4#8=@A;A*1+^UH7s8Wk(-idpJwTeAOBt=!dPQMD6Mbra<EBgR%`
z;>)V+U2^oHrnGjKJKufw3L71YMI4Gm><VX!xD1Op)4p>&c+9!`n8Qv0)|RQ7!`1f)
zi$-@LEco<RX;g{CdXX?{Sm!Ymf>sApCQ*=u5r-==2h9ZjB#+PPwR+9TVMn<M#j`8~
z8c)m$+k27Q$$LA@Kwx_X{_oCZ``pOLT+hhd%*<TZ#N5Qf+`w4h07?FojgF9wPMwX8
zr_B_F&D2YqDc((?L+Uyy9SZ!qmrO4Y%`;k_V9~wRGF6*lNxUCkN2nO3r2de4>ZS6g
zy{u#HHZL!ntM9W;0=&FL#6;geJ9}TwyVo@YMa94a!UAd>0>gX@@QqWH#mCnGinWTx
zM1DvQxvR?5uaMFY1`T2Y32lrzc;^+gK2qGN<Bj|c-qPxSnp4P`@I3%gCFu6GG_6nJ
zofB!$N2U?_7k5YiN3%jzV6r5^*ps$Lz%ORMcT-HXBLa>}l2<ie>Y;$b%g<ahY$!*$
z*n)fNuqy~K>q0_`jq9R}ld8!PupJ1xLaFi@_`gvEhBJG)Y052+38qK}+B)0S#mCf1
zsfd^<A#ni_H+a~r^j}D=%FFOnyy;ZDvD2*X<-G1?0ERHM0z#kgsS^?dL^GH_dJvxe
zcJZNr@xiOFCHGeK2|u%ucCzNb&+49YBNw#UDZF-g>|G>~et)AK-W|tg%`9we`Z{uR
z;zM6N3+<oZebM*gsqUpPGYd-pN2d%|!~_@O*<y)yxpNWHB3T@i;m6<;J_uG?HAaTe
z{3w&6L#qV{D7j3tJDtz|1Kp8;eV~1po^Z=&QA5}L8+Tc8hKvnBI9TjI-~7fet0RJp
z49JX(r~q1wLr}hiIABL81#48a^JjT$rp3Mb83Ajyww$0@TYQ&WeVcg(Jj3C?k!1d5
z$nBG=o(DC@9B^_^g56=q7>YXb*^v%FUx@{#g0^E948arXj|!1E1P)JjRW{g25%ZO=
ziSqilt%5^01^yXsplRUs32ykIn-X#!fop>vqLhpnKn73KaRik9$4@Z9{NE5tA+lC#
z-12r6w4cpvK&&ZvjOxm4g4gWUHJ=Im6&tuVTm8RyU%zT-B)R&n4q;*l+7<|E`O?n&
z=)^uuyj;P1+Z7j8kKBc8WgOEp{a#b_`{>r1Gs<{b!ZX@r<74;nG6{M3oMKs2XssQ$
zC%;!e9I|!0mLa=vcER-JA3>eDhy161Gh5!tZhqpYRKyvwl`u%c1H~gKGbkt<6ya;u
z4sE~>emdnkASP(vc9pIISS3pp2N~BX@H5s4sqmjx5T6rWnwP|k=vDOJqm;f&&B*l;
z6;TNS!i&r&nrwyr$|*&hB6NF~bA|(Fu6Lm41Xv~;e>1HJT%3Lescpl+SskfoHQC!I
zr0zm@+=VFK3X!~hLgD%Bj;nCmU#ACB<4i(b<Q;rfIX3s%xeEtB8JMIt=Y3x}y1qW8
z^>6Sx9vN@Z<a0K`>`D(`sFk(g_J?kU8Jh#nx3>yD2fV{<&x0?Pms-wF=Gv;44u9+N
zE{S_xZ}#R8JOl&t&f#4BpOZr#8ZW2D3d_zP2YVG$CUe!_Z;sB3+0U26ytbv1k^jC0
zxHj!A{wZFT`g!(;=Hkxf>Tli8c>eEBcLujEZUBj8(y#F^CRXM5MY?Fs+4i9aN@{;`
zqS43r&!@@Sd45dAk00+eHCOY)f}+p7V`eMA3)yPEINwa&FRh)OcX0EZ+&Z)$Sf19a
zXsuj9S+=)#cgRM|hto$vg_8m)CciM0a7n2f*0ko^nR=`)6$MEq5{dVp)X{7?at_QT
zr&S7xdpo^3X~e9b;Ym=jmU6u`F-@;(VX>A~-c@k%=NO(bN~z5g^D=b84s}~}A-R8J
z2>SoSe?Ohq{Wf1qu@cS&uJ?e?&iXj2;d*Zg3Mh=k-5@>S3cq&~UaM}vk9U943cLa?
z*G6xqzhO@{sxO?Sa2p3vrY-Mp`=_1J-tU0+M`Wwd#h>|lWV3g0MffyI%J*uqpRd&q
z{cn+`y!95dAw1l2x!Y^&4EMX<_^DX_X3@v>VDoedJuKFQ{OR%`5Y7m~xVYc|e;3o~
z+TnS$S6#`EpXOJCwLHQ)&rD1;yng<?R`8h|Jm1|b?K#S-Z^<plFC;x7>Z|5U%>Blv
zB$d{*@4h(}Z%_GKv*QyRuSlb#iK4HP;==x?2D2bv5o&rRGiX85px9TKFPr`OkA#?0
z`%^xf5R*OwcUCWDTYouSb9XOSRW*BGXMGt{ZwpiTSEkl)O|72?Sns0b`%t1|lP3ud
zdedC5P}6<!<%#UZTq@0xlo3E&9Dzkw_~Bgwj8{9#itxN#lBDwuf-6{b0zLVWth1-P
znvRwl+YvN&@xSdHJ}jcFCgQN>D8qdPp7bxDPodB3Lr*KPTm;k?j)(}}SHM~WLqO`^
z6TKs|PQXznj%;Z{WPw+}N-cO>;0_EvGrt~2R!#XWoS2a~G9DZmPaJvoMmjW;P>_|{
zT(VH`0V={_<NNgEu`=EK<-)!Ojj!I-LVG%XLkHbPBRsFX>r+qO2yZRhb2iNDxR?LD
z#74$}xm4g~+&&E?q%IMOkjREsPzYtj{rf-?XAG~9Kv~*lzzhX)!t<tfZ13j41iARz
z@wS9|&_9B;As0F^1m*zAzmvU~^6H3i?|80J(P59VthlMQj`|d6;#2p`dAKtbc_I!&
z;~QwWHvPodsPxu`brgHxNgz&EU%$ZCrUvcRW_Hl)@w?SFX2M|+kqd_>=|f{BT)$Gj
zM2_*@2Yrk8{~_|{xxJ3AsGh?5#WeN#^p`VXoipL-vs$6E8bPl*K~u*!67%X_&2_tG
z@;ha5L4!oI4sXZi1>$z&|MY#4-%{XtPVx2LeF;l+t72waFc+pu#ZWt%N%l)Bv#2X~
zWE+eck5ER2b^tDy|LGx@q<;`*os(odS1Wg8!rDIdEg6q@em<G(3j-5Zu?CcCD0zM~
zy|}WLmW&cW|6yu*B7?CE0U)U&jM--FFA|bcUl#Oo@$W>EsLIO|5fKr`D}VU{9Jl*$
zHnj{v{1ZMv#OYeC7fyJ>jIosKMqtew8~FWB-o5a)*VL9bd`ND_C@~ma@$uom+80{)
zYuBx{atodoyh!?r0IpsigPre5NyR?#?XbKAj<X{V+53PGC*%$m-HE~fh|rs&5ZM6$
zQ|c?wQ&@>Q;YSqYL_=hiP$;kMsjL|p|3gauwiyDev13Qn36%R1pF-sXYDrvNC6UWJ
z>?K@IN?4>srmMU9CV9n@qJ9?HAS3RW_&LX-Q+suFG5O}et%Ep+_8CSVx8{5H`P<g(
ziIqCC*F$7np1rF-=>j^88M(i8{uG>6t}--XI4E!3NXMxVW#p(<8K}yg`Ty(x<jgEs
za&)-=P?2YH;ixUfuQ&MP$X)Y?DesIaQXf7iz2T`i->`Q-s(ChJ8)c*5i;8t(nA(fe
zwfq+(=-bX%2J9m80z2;FZ{B_E_9U?~xdW0jGHW20<@%aQK7;i~DCR9GXNZ+7r=HfV
zdeOcNK6i3^R0XjLTf*aekNKN7@AM2&#*kAdkW$5@Nt1X>2V%Z2KnS(x;vfG~KrC=L
zlE~0Kg1!2r#R=wCl}7ME90{LHM#9(l^8r76yYMfDC_JWtOSY8b7lIpU5Y3W1Hoy#Y
zPgP&Q91ROgI7Sfkz4MDCgapHasY0kd(%C$?m4Y9a4c#SX>e8xwL}*VUO-ZB(u_BSa
zuT2Hhq$2#lPZYWx6eLK=)Yt&=iwudw2)^)0&H4~l8(*msm=iGb(OWqymZ<WBN6IW$
zRFv>^AWn91X)5*BsTMrHM^RoVURBj%seL;-*(M|CRq|T2s%m59Wb?Lk&?hz3Q%LYl
zvD1u^cI)@%_b;S14Bx-^^W{!PQt>9IQBuMFZcrZDeeU4<NQUvKk(`|1$F)@?#@7Qa
zB~?ifbRdS5MF=EqfC6|{gvb~SL3ALTfoi*F4V40ztFFKS9(gHrEI5Af4dBMAz&nOE
zMydYmP$f@tIf9M?#UsvA3^=p2{Wo8B?Y|u!B)4z=msRNk`qRY<-ifom6YKsl&*xDa
z^|tPgR|QEYrqdS?d<KL@(}*wtA#3E{IMX29<%EdLZj1rn5w8arW8$Vx^xnqlyp5ZB
zizfr)g;|jhufd5a0a6nOVzWI7Uz3>03fp!P;G&f)&NXVBu$>%`Nq}3)0u~Wu&i5NX
zle8myZi??>f-%6YjYlqR5Xlkp;4!bzD-f1xOzzp7Ry6;A^{y#-LL{vfqbi^+uz0Xm
zNft&n=__TDYksLleyMBH!*x>xF5HL$7cK#0H2zq`?f~Z2SCv<?L5U{Kd2c?3zR3+e
zyi2+my4iR-;JyjWAh{np`6im(wH9jtrc2_%vjnG!L>{d~RV^y=1S)r`WW2|KP8%oj
zLOP>6A?L~ZHgG7wK=>9x5a6?i-%gtWaEML;2b@`*GyyXY<Pv}Xp%O_@KNYCdsvSDV
zeJQQ0uMa@?CME&{_@^cWC#M9)M}?+0*5D;%u>UdxLJA6P$eHBSS$(}Z!?_v#xw-a<
zj_#$7srHVk(Xpx7v7y1SrOv+g-*ZpemOSd>f6G8y?Qog7`fk;mJda7DO7!WLlhRvw
zxt!hJtbPhw`^jn@-pBPxNBe7GnV7bwUs3+9miDjjeO33YfBk-fbIC>Az><;c`S`dB
z_NT6juNS6r^V06+2=PYg!JDiO#^j50fcucu5=oFRByGIT#Z$$Oe@04h=&L@`R^h<0
zbyr_%Qd+N#2jPxCN~-sck^_Q5*j#}g0kQZMN@+rKL^Xt4&ruH3Nk)Nf5C0NyWUCJx
zzwLRnkAV7LNavH~MW*RNrr(27^OL;&MBE6+v4^ola*<!X;|76$JBumc9Bcy+UX;WJ
zvBcbjAZ~=JyM?Mp_y+u~QOW6oBdNrGWHZC_=7;^hU%4>Gk8hcXI`dwKshp90p?i5H
zPViqt2`@H_cck=vnBfojd(x|nm!gLh4|wZ1Kj{Faf|ez!>L;Ohp0^~I77J;r%qkkU
zzj(mlY*lLa%BE_ZJg?xj+P7RWeHruS28_rPd)HX|?2h;lLRP}eJDeQ62o^SgI2RES
z7!eZ~f%w$O>SPgX&HVvIwgE>>%0xV`A`gBFvglA+<Hk1~?nEA`!w7Nw+#q}|QNZn0
z(A}9S5eBVL`V?QK^Z_S|Mc<R%D5+k(W>hTw>-CW)(*V8=G}@0{p~;bL1Hb=!^h+zP
z{M~?a<mNygi#lS_YB7C}C}P5lcL`@U$iFC5?fZ>jT7j(n5p>^BmYJhO?E=jG)?XoP
z2ymQX)2CQpdsA9Ke_=m7&H22$w*1TO8c9aM@L6ajY5<OcgtsYPKGZzfk(Q9fMvZI0
z-2-}WZ%G?1u<1b;Tj?_~85|T?w6@aBMo1>b<-05Jn{?uv4VmFxuu6y;%8JavXWMIo
zJAUC;vK6Dtj{GT5DdQQtxfE*VuaJVR#=!Lk2yAH<oKK-gm@B8hppz$OTU2SIKHdJ)
z0kg(>IsV<@Qj<tCaxpkHj{ow{qd;YtTF2B%e0p;R9At@s`){t0O1(RC5ne%t1_Y*c
zJch0tw-to%b<);YGQnipkPuP`GZszKI=s=rsGx7<x|HmKnjoBeSmAsZy&~JYUjY#W
z_!@Vafsms-d&GxmaJvXyKBD^$iRweHzGNZgC|=95taYpGJzHnWwS#7n9(IWt;kR|m
zYlvYY{~<RCry!$2TM^o;*`1r&9pLqPevfEok4Th0tRXGzT2G!>lqc;k(I%AW*o|xa
zOAQr|p>F(7FYAq+hy6aE-!%EGu2f^k%ikDdccuSAznR=zRj0K|wBoR*V5Fqq<t;k^
zr#)I(Tx=?T0}y?eFLH}d+kXMHtMq2i=A6Gr*fPH+ULZzc{(IAHUO0WR?r>nL*0!!p
zwAyL#mn6N<r~L+hptSQ-&{gM_FmJ$BCN8Z&xHZ84qCj^Ab95B`1=@PECe;Qtm7sm+
z`{!ivP*ZY?!c?U0rVINb+^cM<{)f|6WA}l>Ze3Z)Tw}9^is5Y1R2&b_FGJ};`T10m
zSUS==;q?PMJlU}3MU<2v4TB?(*n+{rsLtD((tmn}JI8fZmOR#qX)5A)=t4dzJ;R1p
zu>fc5rNfg2V{1`y6*o^RTW79;g}85(PuQJ|Jx>}J*3XD~=_AqJN=tgFRh8UMn%>t*
zkprcP`twC@b<>*%g<OCbzc|S1W7yx0TV3f(?JVB=T;jB^x9n@-c9Zh3m~Vg9<!WUr
z<I~q$_6uXA&o;Fg6yTrzl{jnoiy7b3HCfmRZX-SNy}a6pH(l~Q-)q`xZSlkQ&-3|v
z-|XHt@ht-*(D;10zwhZ`__TAY&l#~@xHAe*0`L52ZSaC`*&lbZ2<2P$!(sZJzx~AQ
z#t$z`T>d-z8qQa~e3gy6-dgk<=Jk@23|Q^`KK_kC{CxW;OA&l7wa|3hKE!iTSJp%@
z1a&ZYQ&QM8rSoirth4LL=c)sJ-LW(m1eo*s10@q|jJb(Vm^K{WbbK#KzGok+7~k=U
z+t7uBcil|&C@Zg;f`?q<E<pxV`u87O^knBw*KC_a`ioRIUhkpMiI^z+Q(oIJlU|dF
z#QNL<M0UAIW2<0YtAu|hvw7xY`^?AQnPS$NV)ucbav}9ZG2mG!gaKX<aI=5NoyV8|
z^_RK&251<Wnmd}Vj!7XHVzPm`WR!nA4L%u9b7wcy{*9Fyg^s5cl!L1ZToFDHariN!
z%sol{L|)GJafm55aQCpsLxzw`Bk=rJR^c7`7+E=6wl#QTRZi2}B+rd*_pM)^mM2*S
zX8LO8GR_(n&Kj?rT?H;B0_O>s0K>%w4sTudWO6OHSpGvMx+4VLVSP))-7fK}1NEfY
zs{w=xY@5VGu$;ZOo{KK}NB``Bu)|a53hgf*IZ}HzvO}f$3*tQ9UWTNHwKR*SCKx=9
z2<iLFV26l}JUIp8AV8SN0vVzLNeSy?6bXr0j*?amT%bZg8fN^}doT>r#t5lRXiIG>
zwLUWC4|rEob$wh!rz$lesc(3}Nj)H8qI+Ry{7?_I0K82?ocjBm(tlGY0tk3a(wAj>
zzNXn%zCW{$4E)+_=X^(^=YrBa<m-2%oQ0{D?KuG6k#AEA?UYeDXERBNto$1_eNSEG
z&HD&A$*WkB@iHn~_b=A?4@aS8l(nq4XZQWcCx1qJEJjBgzli=qPd_9)@vW>_RL9u6
zqRLUt`?zi_C|dqU@yS!eYR%$TYp0eS@tvFUp#w(zo#WHJ-Q7yMx{2Ra<CDHgDZgE7
z=(Ut*dS{oNyiMim+Ut6^>K@xDyP9??Zz=Dia?bvdB;Aoj-H9Y3!l1ICApZRR7wIgV
zPu^6~uEFIveP`YQVU#u`5N7ebPUw9rFouWZ;C#%%#T7)A2;6h-(5_$uSHU0d{OS7r
zK}PYx3W;UN6%5BO9mCASlrQ2Zkc`x`|1L_m+mJ%{PM<ay7n}xw8p?oSdd_|2NiGnD
zma>lf_YQ^VVv{BVR~d(92qT`X&?~AFiXt<0XnmWcYr*O8uw>-X33P@C0H7Wz=EWQl
zXuTm60j4$zDRj7Rp!_8t`bp+vvGAV+!xAU9Igs`Q2T5~=c0XSfqA<jI_UNT`Lymoj
z0&~&6>qPrZ;uE_t7YaJ8^9fYl9)A9_^Z8-@us0``8E~?7zHPbwJ?xf61Z)t4S$%U2
zai*rjMfRPKAi^vk8ih07e&c!bq>^4em;qE)Tz$T_6uQ{Ve6hie%mI)Gip+1w;%wy^
zy^lP=Y0mrgZLfbF9YL*{!rl#3(I?wk!nl0wL<C7q@0E$4d^v?`g+d-bWso!HZU>Qo
zqFUa?gl2|n#87LjdxxMP{y)@%LNoh#tfB&$MMfahq|z|TU`;@zAY2b3T5kt22g0;@
z10O3g!>II;kstX&JBfmr50qoiGnIa5<^tBJoaap%)@HlU6Fsv)5T*mdY$Z{377b=%
zoVy{`9zl<_pYqj|*74QkiOn~AQMaDfmGvRXSBV<o|7sI+4`o9e&cFK2OjTNdSr5`d
z8DuK+C4fOhrb3me`?Y5GYjgWoUC*w5J*$|w`Zam=Ya&KYTbfFvB24{0mFE5bv2@l!
zQTJaPrW<zYc9)Xw&ZR+G2?0U6yFt235D*ZMmhSHEZjhEv=?>xdecpLz{F6~<V3yB0
z=f1BCPm>5wi-5>DDw07yf=MYWy9Ap5>zAQ*xy_l;q2Qn>!<U5~ps{a;&NwdURjR1i
zFsE^1U9vW-*WTFt#lU7fuwhwh6i7@X<rbTmUBxGj8@@PZms=UQY*&Omp48WWDk*{Y
zTh!L=5aO?-6KpoOa@ASvX^UGb=6*I_)$6sj+e=GDK01D~vhpe^X<=Xznjziz4+LD#
zQxgCU0RYbkMpSfmjI1VfG&Zcv7Buv7Js_Sm(Tu&WY+)`^fUFgNn47mzQg%>)@En}m
zn3j;$@*$wWIWGB<#V*mGQ%=>FZS&QztaV6(eQYdX_CGTa$Fe}8zhl@l<_dvFD~~Fw
z`#o~1j|4TCO~((YSa*O`4uN=_(z#=VOYNs4WAa^F%2Pv9a~mRSGm$?%9DPdu4Uuf;
zz!HA5vT(Dse6PHCD+h%h%R<EiArroh@_=jO!4Nq?swOe1E-{qUiW$%g1`uHBkhf51
zi!XBSo)B2x2IsDryac-X0Y#oF6eLqLfKm&1MT}o0&;gF|D;yDc1dH8FXy{YuUTM$a
zD{uzm{rj4Y^FUm;L{=x5RtIL?fTUo$5(1H<iB2?rgck|cWew2*CGH75=5<N$)O;LZ
zL$pa;>>g&N4QPaD4YJQMKS?3@4K*PC4cvePgmMI;eWj4&229qMz<SFNV-K`6K|~sB
zZgu;1xIs2@0cDisW{bu3*SH(?m>bd0<1oql(9{WA{1b5+R)0in0>7N{quk=Hq8!`8
z3fuAm+lpM%+%n7TqU>H%>#6^~DX|66!7a!RFyn3_0B8Cz1nkHd@vhH6u&4s#8BwKM
zt&n@ek_^j`DJ2aHS-Aj#b5c}>ysNY8L4w?vJu%TWF%c-j?14(aemUlOIYwp3&%u1C
zuh}+{)Ew6wuh|ZEmWC##mL^zS4cy!wbu~^6PL2pVE5YgIaeC#HtL2m;b`-vL85WDJ
zD6O6ocjqzZn0kCR_5;r{p^DVZKL&W|3d%;t))Nhy+KWs*-W|R~MbXS_4jx;p%>Pce
zDiT#U@GYpgbah*bjM_5Ef1vCa49DaG?d3y;l-IJpw+V9_$yxtR&a*Uq0Yf_2+%M7&
zLQAQM#W(sd`>9UE#l$y|7sWy*tkWQi9Q@h#vHr?c4w`WuyGp8(njDA)*xDQGaMa>x
z=Pm&(SZMu4pj(;^R3Zd;X(U~#b5Kk-S|G4#Mf{Bxz)*tFhV~kc5z%#i#}G___5T2Y
z08}(2gdmP|s3i5|8m>5kIJ8FZgewDpm8rM^VLR&K1(xn*+VvTRg;nT)l7DgW=ekJy
z#A=m1TmhJ+9Eo)(xn<a~4K)(NS7;Y*kG60cU<$g~V#UHM!}?wpqi(A_`*)lxgQZ5l
z%z4fBQq&f+{cm(TrGjt9$Upc%;79q#2q`TBJONU&OFaxv78*x`bPt<DZjyYF(a#n>
z2bp!S$$XyhdZV&rk8?QD@D4}of^Tm+`E9f^HWA6;#Pn~hIjyT%H53<edKoeijIo_O
ztbD-hQSzAhE()J+XE0JRTIw?Nz|?5-V&fSoxx*sRB7zzrTadVY=8IN_o@c@>7bDS1
zpm%wWVjt55bNn0o6*^Ta-h(WF>x^Oc8T=ab-aOGi5a`YfzU(yZZ-{f-4pT!6>AVTZ
zEvT`UQmz^|Av~|3OMmg;n_$Yhzt-dyztBHEhpm_|QVMD%xWRg&0!^6uKw|qnwp8J$
z?t93SScB$&Po}X3r_nkPRFUJa5UG@ipIKi(6dZ_h!`<hIu2cc?U}J$7qqs&=mMDlu
z?#94o!k9g#&*~WJSGyQJIDsHZZ3woJD=r#-l2PG7Z)oG@sx4A0;Y@7sHiGkKso2+C
z8%0u@E?Ag?gt5N0Ylg%DSAs<-Y<ee_g8r4tW-3QO;Xdvm-kZFMOaS8Lp?xBD{Z3k{
z*T3LAfL&an7t;mv+=^0#=5LQn(fff=xkuuM)eY;cSihxLo7aDer)Oy658s$+Usr>%
z4lRHTonsTFBmvk42}&8vZ9w7>serlp1M?aon^&6u5LM|tgry5)qTT9fC|H!|L}-$*
zLZuq~v@Kh<vz}>jhf6eF`s_;=zW)fCgjEfkUYJ;)GY($NJ)T&@4Gz4H%|!g^35TLW
zUPUC%GD?Lhzic{wdo)BPo8*1i`2O&uFahbv5ivvYU42=9j;1<`*k{||rd7dnbHGCb
zc#cyHcuf&B0Y+*9!>UMH&I)i+>lEtm<!b_LF^v*4;L9nEivFqJBgab!!8q`$oYNyX
z3_<w){q!-E!cKn|(YM4U43Q+|9hU{13U&zW3fe-GqiTygvVwOh*!N|)+r^CnKVv@Y
znR_ozxN=?9a-Y}C-PTQA*G-+*Or1B(T-PsPxK4qbxOH}HDDnR$)J*a73pKG=8A(md
z%oAFze2RiT<X&yaMznh_dpwS>RX9LE&({P);jOO^TkHM+pkNo62}PRk#(Ra&PS^c>
zj|Yf<KW5#!i?%p#o<7X-t58x3e5rccI34wF&|hqR_}g$(*jORjZZ=*#UMf!CSk_YI
zEp-;3!9Pjy#c{W9_T{S5-oyXj@C^jkdH2#E{MzRC`~tL(Iz7)%YK1EyI3le}UX}Yw
zuS-(I-~NhJTWoi;GT)ZjELWGfD|+{vqqSKwF0Ja-<TslF)~VZt1WG$I;gu2h`lJ(-
z`s7n<#-+6nHI4bE{x*l*w>31(OtBSZLe(vMb7{-!r8X)RC4wEfkCvZy<M(QUZ{ob(
zSG96E$a&p1B$So+r+$j&Y9uhXWs?7s@}q%@-%Vd-rloBMJCu=J@dJNSzCFri4ws9K
z=Iw3TD&@w5nn6=(j^{`9;Zt+ZwJ1@$B<~*|&py3x_1FCOGLMbAz~gRf3#&Id3H|q}
zf?{dj+xfNLg|d-7>&ukO%SBhdYNdy0=j`j_^mt{~`s-%@_t!Sxm*d|6|6uQ?@{ixc
z@$X7MFVyqi<E%fv58IzOd_1pCn7iJ5_Pu%TZ=LMCKe{5$cF5`k&=KtZUmkAvf1LSw
zJ)G|E8@!xf_cwlnd3&6FXLnfl7IfT>&U~4ybcMBg9v&{$s;Xpq`dknF>V1N|S^VdC
zcKamEzrI$pw-9!FTuS!1Qu5`eLhBKRP^pVhX-$QO>1P&2m_hoN0_cOr=b7Qv5PY3#
zx!GUe@<Jeb4UPt5tD@7j9&$)07@$Rb+$w(R4RP0v_@<3*bgIJd`x&a3?QyZLoW7e$
zV=@^_(XB2tUodkYqfIK32Mj9Z+jNqgYv0~z**%WylC;VNNjx9(lKw8?uF%XkC=Dq?
z<q(o@jt#Yi81{8yVSzcG)d)a4QVtSIsxLE{Z3mem*_3f#s^L5jCL#|;aOjf=*O5m|
z8EM)u6LE^9JOOZbUYNl<{ngZ#rvF+>Ur0tehoJKrxC=4Q5F!r?HmbR#<`6XtbAcS@
zR9qlTn1sKU(OM@AQekN*gjO_ibTnG(7&u89a7ug9-u$4w`%wTsVpfK~Nq!srXej!~
zE+9ht8M!BiAqS$-R8|RnGlw}yMfeAkIXd8<JQPu4Bq3f#R^~{vNl(-2BRpj>(ihqj
zYqv+<rj&@FArv_@j-aL$UC&AYXdi6Nj$#nueL{Daj86oneRU-Mz}oeYL%E46)n|td
zzXELSZ5Z)@mq#J+o;!w5_5?_+r6p7+Ti@&5R2Kq|(0yw<UM?QL0DEPObN{AwtuO86
zAyolQ?QImUm=si9uQ}CVAgO`y-oW!$&ViQ6a7MvQ>$usS?#LPMk8UiMb!!F`nux%X
zw)M-u6(2SrGi-!;dVMW=i3>Uj)9RUPACp!L)aO2ano<9>p#O1N(_n2$%_To)&sgf_
zA?%3zCW-!tDRv<VQo#y*T}y3^rJ~NuNZWPGTvKieot2S`iTNZDquDXCLIP=v%A`eM
zRUzT$4Svgb%f{tfma@}S&9zNuiBHd2sH7gBxDc20JK5r3hT!@jO6U?p*BMLGO1?WT
zA&X1Kx#xa(%Xm8kY8s<zI7Si&JqK+-sW?@fmkH9+flv4nCWVrc5h$IR46;l?diq#h
zvHIJu5PrW^?TBF#W~?#<0lu%eo8&Y?=3}%*QL7=<)-&ocNu)TBy7mQ+pNV9}lHX<)
zJhFueH7r{fFkyVb0-m~n<L*P6Sdy3*UX!?d3^~8Do=*)!h*Lx?F%c;}0~SmI7@t_6
z&_)ENd4e&J+C4JE&{g1fU@T;!qJ9Y4fG|ispf1MHq#H9li<cSwo@`!3c{2xp1rj0u
zy74Mbn&D3}gSTJS6QdTqRYCH~ehKQ6xzBE#6to_jM75%Sm2vumHo^T+^#BCpJ4-9!
zXiy_AUa*}sYULPWOvimva$cu@zNaWJ*}UDoiQVvFah!0;B4mpbsT}pgEYlhT;`^0G
zZlK(8G~APj&4NCZqPwJD(I9;#9E2T{eb^3-l;+o5CTVI;8U`pz0NB=uI;bNgs4hhk
z5f_RyNPvsGff?9@#$<;}Sdb?lj7EfutB|w}{^=k0Q!WV+fT#j*Vv7&Efj%2^SW#s#
z^1zKB7X@*bxkH}77IXknTE@9>sOf#4ezhLM%me`=z27@IzjvrFhfwdALwBE9@dj-^
zA9cI<g2i*?H!9!D9#GAY)%u_~oYP<ZshgyrL_u~y?;vw%sEd<y`}#f}OwbL}3imJL
zqY`ss1;dp3c^;&B@1=R}Wq6UK=aFURLu53hWfJKIN>oTIWq(%u>gM2_uX5sZ!gf42
z*db5g;1^+M>R=Kq=jHcTwi@0$ips#AZzU_e<<UH|D_;7e>z!SGI(7NjJ4y~>cMw9d
zc3A#1Q`K1QXQ4m7P%@%yW_BE{u&_s57yKZlr`Mm*FLSkLj*LwA;3+38%v#rg!O4j}
zH+wZZclklnMP0+$oP%=5%Dv{2Z>DD90~ZtzXu(M+EMsh-YO~W=&@iL&;ksX5x&xL=
zOB~l0nmtH5K?++GMukEb9z$~}lXnTzLlN_nO%al1F_Lv@fR#^G#WIC&3>b0TOLiIa
zs~d6J5i7tqQ2d3)O#KWn3Zk`9M+M~MJE{;^U1}77Qc?fgrE#|TUa__44M=*8PsS1;
zVwQwzKL>v^Y58VS^Fu1ARllrMxh`5c@jIYEkx40MJO^E|VC|(GA(KnphXNwX`@@na
z%hE5_46UV%EhQY?>D>|%>#<Ze%HJE1{=$z+YDLB6vy>%PC;X@`7}lNLwT1g`IJClP
z1x0X%7W9!hi+&FQ?tZ|5L8b)|i70fzrbK}X`)2vq|8ly4d{Rj$55$4i*HE`d7PkRg
z>;YTl0SaZ=2qKeAzA(sjVh>g#F?mS{d9f@>sa&ch3-A0_&e<sL-?5ET@2cjM>t+;d
zrd6v$cQAW->@NZCcg@LHfU{pM7ep%JkgyF5n)Igd@yEvKJ?Ft@$+a>qzjUJ7-zCIM
zb1?@CV78OEWXN-$^qUJ|j=KVk;)Y`PxN5C{oPx@Zupbp^tqs6Vaj}$nrHJuU2~#Q~
zGZ`b}5i=ZM(vh$znMoPB#FFs}3!=!7=mFX8qawe>4$*@GoU8NbfFUe6`l>E51U#O(
z10^>h3hWeA8D%hjUPxh|$Zrir;FS6vy$|_6j+_uc!gvl&POWHY&WsHe3xbrv`Eej!
zO8i+y+dxJ9WFp04;?3<s&rD8Cj!H}}7grkd>u1cb)|l^w8MTe=(VfAcvTFxz`OnnO
zNO8G?wk#%<LD<X@5fu?J4)O{*nW^<+ord04hZUDK?S#9irOd+CrK&u0>DEPpvuJ42
zH;0c=>h)&yB~h`-yAZ}<F^v=_D7%}#{pEUko_^|RL*anEO4M=+xLV9_csYdwD8`a<
z`adKz+Znm&5>u^&7a&VuUzsn2#x;PF0zVUSi;g0Sj94_$NT?wvd<yOK?#H?tA$?<u
z0mKRJ=TH%mIT?^-#x4>6!dnpuzXtWg;?R)t3_TGL-m6f9?dilS`o-8}*4aWo56MtX
zB3^)&PI0<mrcM8$7YYTm->&?mUrrnNL_VlX)~`(>{qs=n=aEe6k!;$5G}*B<iB)h9
zE<z4rpf;Kv-)q&J2LA%ZB6+Zx7P!Ya(bghi&oFt@G#(jweq3m>x1ejbVQ8ge?l+LC
zl>}bcU<7TnLMDHU4}P{72s%=5$nZUz#1%u&-D{jH^HjY{Y)joj>kG!k`BqJ-?~AJa
zB0AjTV#Bfum_(M+lTyGgCT#3B46OMyg8IHk1pV*ucj;*J`uYnaqm=P*GoT@9`XMKX
z?tWn8dx;c$zW@WV3n^l#D-tlWa-wVC1`wejN6S-aAZDTl1)+v_DIuSkBbjkV2yJw0
zEl~RjUgxGbZal2<a~_P<Ce#nTc|(WlrE?saGr#FqGD)^+hJBO3j=_$dku4<?s6EiB
zaBv;w_D#+qwf4<W8ogXhWVMM1r91aTl9Wfc&3OQ>%CC(8q9!?w(9og)aV#3`$xzWa
z0i?5OZ8W68rL9(Op;wMEU(+@9+xC}5(pv%H!d^HbG>AKW*E6D^&o{OS!)J`2Y4_)(
zr_^_-_oxWNdu>S&Ue)zGsxvdB%RtXy$4jIbxa6!5Fnjl7UKiFALP8wgH*XY{%WO<E
z7Ai2>!4B01Y8?t65d3*xwJF1?+EaTb$5NBVv?J5ID&Xx`_kQBNZbawwmt9+mf2rra
z8-w_|)(0a2O|X<-tho*3zZWmE8syj6UBB!kZEE+n{QSEzlKD_1DLgVDt)A$s>SZoK
zR-$)@%twB5`Z~b6XW9RHW+&+5k{LjOW`atj8}Ljde-A(e;2>cV+6eJjRdlV<H^Jrt
zKrH`9@8FK!PD`QGDerzVg!h#{8GHQ&j0d8DaxNtPJ*Rq;QiOz;C6H-6{6ey2!Tw$i
z74}Vp{1uUS_~+<V<enad^Pn6%=<jR7Ibsy<CSEBh=HL1LqwB9VIWKVhYmWgZP1Yjp
zT&PwRy;EYMQocs<9C4kulv?QM#>kBW4_4Kq?p{fg+0EW31b=N8lqIv;UQa<E`I&(7
z`>zr#G^B2rcvK76GxAE^h)Ehg4E`O-Glf9uB?3Z^Ejk98N#IpRQB`(I6?iOeZ~Ocq
z=N#S}yPhJOrY{s1feIeBMo0)aaqq(;O>i+e&C;7z=iXWK=t%L>+4!;&W6~I)mg>BT
zy?S01zruYsyn9^~#;hu-ssCo6K+qa3;20Gv<#KQe7RK$Prps$>RhQ{LRUrV&D4^r7
zI1TiXP+FvuTD1LXU0A0V2;g)%%kVz)@O?S8$QT!U`rGc_Zd3l}rL(pSD_vQ;;fn$h
zOIm76S#wKSXjoY}-}rk2zvSjeJk)>lwJee%>04Tp<5)LLk#~O*39AcPcKh~v0K9PJ
zJmmiN!`di$IZU+aa`XM<nJN&SjCMQwE!XJZ=D&SYUfTY<HS6=?eMRk!g!gR5UM>G*
zMzfaxrSr*j>^AE1x4%|`RaejJ<p3o@u+!q|q5bF2TRSV1t8f$ViUrCJmz>*`*n#z9
zJBL&E*Ju67v&mCx(ayWk@1I~|Z7+}Zci(O7Ktg1dSun3^cmM5fyFzy@$_lo%Mk;>~
zv)hRptgbiiiFv0?$}5OPQf7PIH%oFQm$9~E!Wgq9ZN0}XI9jHZWkVtwscxqF3m4eU
z^!$5S6>Mdtj1_<MJ{YL$H5MPZYQ7AQteTkVgh$QX?$e!2ME!|>Q_IS0{YhbG!88^w
zP(ErkfuNdB&__|>eqrw1?hto{`<MG}A3$kd{FvgCEpTI~GthlmCPlau&g25B7!__}
zd!0goLZZIeGKqdr_j6S=JE=GtkP`l+O8M7P!0)Cf^%L<VtZDVOsPOpkq_q9czRk~b
zKYS3h4tqWAEw%9Xf7&{O!94^Zo%dE&di(p$Kh2J=Lkv3ZH~XU-+uI$oV1Op-WY*#=
z6XAL4>8kbzB(w9e{qE^cR_Dw8-y4T-U;JP8F1~qmc)4s(lrr;wcKz(P;CE={GP-@W
z56Q5*Z>YH4EZzpiLRvgL&ocfA+n<(nbhxeU#`IGXE|tqLDmOdDkjCFI=G?rqndn1Z
z7(hw?dMo_q(3_=aU;F;(m$+C68w_vDS77K$EqgGhi!L0I7=o_nBVvhe+FgWcus~A3
zCAoUEApJ+Ni=Gw{al@Z+7$lBtIv0l!$%N3V9t?Fuj>8Jz*+?Xc8-YJ`Huv<96{v!T
zLv+mx(nKJ6i}Y*rWrsHdXmuc@2WVSRbD(sbT!@`GiP<@ot{8u$GMa!du$yMq{gvD(
z{pE^ab1i6|teOIfn%R@w7&MhmSZ)Mm@N5jEPOg{xQZL75LqkwshD~rXK7H9>DapLi
zIK@ug%~uwt9E9D9rh)R;)7cQ!*4<jof(%jt*C#1UQpAj?9Z{blpOej|MwU%UHM9vV
z3c&&RP(8$mU*ZhNxr_qhGL9Cy@)kl2b@*CI=opA@Jv^AJ+yS9*NYszkVo<OXf0SS|
z$B4R`5LVeIHCf24{YRjLx*2}66oQEqD89M_1&hK7f~h0X#A(oQuV%fO<l%4OhLAS!
z8Po^D(p$-0&KyQs4KhIXpg&MT<G=^RAjqi}@v7_tyR(DsP)ElbFmTv#qO1zP(cxbR
z<akxfbg$>Ru|}V%PpBi$-{6gRDiyhMms!Xd`72DQqt>LEJguJK*UoUGAV%90(V2)0
zbogwnr7;=k+IU%OL}`vbXer6L>si<v%YD9-8QMwsv7DT>t`#?}n=-AJ;*`U&?PD~s
z)blkg_iIb;*sM${J;v;}ox+m|rJ{FHEZ;Cj&@bNI-eBm6tc)%#uSx&W`nV>o`8k}e
zl$tk*(+k0^M_{Chvu1nX1O3-R)wDbgyOt6jnG8v@;c4Do5^;&5ks(HTh1mk7q)ZN@
zk(B9eIeF*{{2~Gp3{B#0fk7Tw*e`wVx>!R{M+Vu;j84YPOoq-3*$ertHUMGdu$sB&
z{I4V*93mi)st}R8Lrf$6$|tL2c{G$$_s(R#%TzPaI=^@;d(hd)rj_)l>A*(lz*4(b
zLrIfhajN$#MHp2tSBy-Odj1fDf=Z!ks$?pM(eeQ&e)u;MVGU#2b5Pu?q&C5&R>VK-
z_ei;ta6;nZ)Us+|IKWWLLGlduj7Wq7Mt?;OQSMrXA`nwz`H5eJ%44GSF?|oS@}+U#
zgfF9-N(k8{yY&yiek<Jr3f2+7{ucX)?3SJqLLQ0xE5FV1WHyIv|JZk{vD5J_|0PAX
z_^B{|5H+HFM|poz*DoB;B=IfIHW)frdr*0#|4stJ&x>$au3gx#C4cn?oQwT$H1Df@
zl4N~CU0%-5_rzQtUl}ZL)+x7;_A&+{RyRnrx)8D!%~d+pU)3{a-v#j})pGhu>1};E
z1J+}eA*y~d=Z$?}TaE~n_BT)Vz1h40?*7>^n=2^SYaRPobF36^=Y}5Bkv>iw*NEF}
zP}=wqOf3u8N_8SwJDpR~%qdPekiH1Eg*L;k3o#Kh<)67_Nd0nMVVo_M3=w-Y3drCf
z1954vZX_cb4rbsgRh58rNKsiMNist}c_0`e;R0_r5)=aWB4Hk1G=}g#)hjo`A4*3p
z8vQGkdgip}19wRNsyKB>Ud~3;E;ThW3&0Vl#iXJ>go><v_H3b?;rX;_#n+=Qu^_2l
z9#Rm%@=m#d071DY&5}`iMADKvfkSmq61Z{(yhBsvz|Ayd5m`q=Z<eYG4Gi7Tkpic3
z!9`6;kd?FY=wezWz9mw$q?POC4WXS24J$^+*2I5PLd~b-RTMHaggb&iSfZ%BppkuG
z!<?38v(%K@!secSCj6V(IMu;g+|tie!%T9kpl+^wiL~{y_KwK>jD12>EzQ5EY{Sv3
zJ3gw1hEPU+S4M6m3MYwxf??#(_n+-FG`=p*A2jt=TZV?Vva{1QOF#Tzi^+n)W_-=#
zer+>hDymBT3T<g|;n6;2Dq+J=h{Y<POfpxFuT3mSQB?S;{DZ3>4GCT{fF`6kkANDI
zXWB*6qZeijk8mGI9sPhRXu~ugCR_V!_9PWc4zQ-~WDxGICGM_i5}KDXkG=nxQko->
zm0u^W=oQ~^WK78m(sxtsgIQ9)qSCC*zx~o-j`Fe>7ML92gI2?b{?^ol41?_&4kn-t
zy+XApwInXJ{0KCUTpDA3qDwwYm9;95VI4Dk97Q9JR-?aydaL_?!Z#qtAA?nKzGl~k
zVDEvBT--D)Y)YDJ7@CWjTZ%@6nYd2~4;z$92=y0&m=MoggC`L=K(-aMh1GOMv9xG3
zU^sbs8YD?AlmT(hBdATR?;Do5eZ+o>CN#k)WJg?$C^{f8&<zkl0!LvSrWtWph_sz?
zE=fNCKyd~Y`!Snp7pSHd_Zi9$iU-Ywmek3V)b(5QfZQHGV22S$AC}W~>V0y`kDaj=
zHG}vP8u)4kKoAzK18v>dUaJ<QxyR~2uK`1-v`~oa)|lHitN53T<i~8Jlpx@WW8+Ri
zMc%7zGvs4LVm2NYXij2}!#S^GlD9j#a6bRhAgAyszwjuhut6Tw4XUkv2*y+#ey=~R
zl4SCd{U5~ytA!6+QoRor@IE+!MPDL$B5&$|OM?loTg0)Trbzrd^83R)j#nr>{kPBu
zR0O~5(jhL59dRW>CUwGhZz2bF6k-N6eqDt;pn4^@1r_AxCg&zJB-F%4)x0?e9Yy$a
zm==>;SsUI5n&tkoD*0tq5WRuwA}ZOE+yx^^TTBbsM2rJ1;1ux1n)6K%xdW;o?sCfg
z<z^P=w9Q>Uo11iGiD(h(ALa6w7o!*$j2PdFzDAa-C@iPOcfjbM)a-BLpVPOI1q-8`
zCkgf!2>1CCclZb_eiNH75awk~D2pW}If{thS}N>p_EiO6<e(Y{-^rFQ5uSpcdy}&@
zc>|gG9#|2t!rhpEXs{U|ol7yo!&oviI;TWEIzHX%NsF0|xemecBgVDrKVq%$@UOU*
zVez+)kpk=7%)>bDSx%2+lXcs|Ho=Jp7YR0G3JFqwSJsqh1~f-MxZO#o(Vqb8hHa?}
z22MM~LX%Dw&V_cNQLl}QjgO1X&$BJ{^Gz?keS`N-Ko|ZMZ0GRC%7)0^u4Z9`p)ZKi
zv;bn6d+d;RVo|i)yKv2ESdQ`{VPKM!DU<*h*2JM;G<X4^S_@_CkyBm!XwaKAj=?df
zXHrIKTY_(0L2O?Pu^Nv>iN^EZ_LTdML_cdve8t0GisfPRfxC>$T-(gpY`hA^jAkjo
z*|TOsg4=FZzwCR!LKW|~IzG%=4s<TMO;mQu@%}V2mwC-K&BToc^U-W6cXFwyud#V~
z%X7t1-`{e-Rm%HH%5T?K6xl2Lm0ZZ@Yg1nl6&_6=Eo~od7&fU2ni6?7CK!r(0FW7B
zMl873FZgx1@f_&^fk+67(7kKlZy5NvBvEjQLEs>2fjlISf{m;Q<VU6HR-N>Cty2zW
z!L%{Tgws!865HJvJr`n{0nLYk=ip{j(r;*p&r=3PpqnfdSXbI``}S97=WyZXD^w;&
zGPPCQ0aYS3!c9)g7e-Fw9>|%~$c`to!yKVnIDCjf_qLqHus#XH%g)z<Ey(W4rFiQA
zY1#gp4nO2TnwL<>Qx?e%G3pj%L)AA~u61A#E_)fe6abG7kB0{Zon`?cB`5iBsF(t%
z|GsbI`2L`cK+wxy)xXDj4md|yd{I4v3OU|4IUdLTkP4Awxwa#^$O`m{Av+zSY~)Zg
zDLE^-?-1MQX-md5@V4lp8#emUz0BLhZ5_v+@U!oMb={K2L+(Wh9v<sHXsh?lqkfnt
z{3+!&GseN9Z#N1}FOkUkvV(#ni?3y}-zYc&vm>!%qfx9;^jR)Yec#vn4T`<OuNB<s
z%Uy%s*O7FxjpG977jv}ma8)HiEC0xyPCW*MyVhG}MTzSlIAXgqxH}%4R~+ZvyRC7r
zo0yIzTgUcX{x6@NiE#^8JF~FAn;;Mqx4>@=Ms@k%^z$EtJ~RvOXZ<OLwS}otXiW$`
zWt1Xb(_yd$3;l?z4&yK-q-y06r2J`mMrr^d+YgVJsAKoqz*+YVpVU6Zc*VvHB2-z2
zb(&UoT9T@W3^ybGdg3r}yU?FLCm8SzXi`sn)lur8k@dkuP5yU}>cmkM`h@cJKKn25
z=0DN#40Mk`OD-xBkXOQzHUvopx_6PGu-_VYe<uuj1FQ{y6N*qq@`1Wdr4Z4VxoN_q
z5D_?yu7`@Z2j8h?4kgALGjd?*SQCBGy&ZT2PEoagS@wi=COzuX&MY}cm#3DbM`b?_
zYinwSi|IrQN&FQ0{7r0H+N&j|AiXs*st{k;vBU2AGL^JjQE~g9P0g=csjvuE8DbpU
z7H9Lb;D%-5-=Egkj$i(9N{FpK-Tz%51p06OK6n3mGx<F#L^{_m?wwb9V=?bmCfBSg
zI+t7v_VrF;YUwK%Agw-+j{C!i#NSS>LUUfFgjaCRY+)^>SAFZF^{5U3SAfsr$Annt
z^5d<_@2BwJ{@zNS3abw{)8i0`p0981_F+=816yYMylctRb$4>FFuA*fP<8&+#$%8#
zp`iCD*Ii=48T@4qkDY<nK)2g}@y#MOk@ouQ>jkc<;&Hk-@2&I4)!yT{*fP0d25TFI
z30t=El@Fgg>)Y&ImQvFa)XAe`D@TPtB>QGF*s0pj#FjOcTTTB|r?yU@;iE@92RHN5
zS%0#=j;$lvpl&FXu~Uv&Ou&=91T{MW+7p&{FuhDSSN+pz><770jBgr*lod=u8k#;N
z@gTy%h6-4R$@Z{5FE*+NUzX6^lD2pG?%$J%WQPh5v38e#yS=S{V1DPPOCGQrv4@9U
zZgEO6pV!Mf{s7Uo$CIazkk6gZyJlyq?UR0<02rmV5Wu8(-8>)OO=h-xp}1te-nZTP
zo{buK8~j^%dZfuIWQU2J{yQJv&N}nCs@R|S$t+qa#NKIn=D9xeSXX>F+&nO7aSWNy
zcx<>`<Oe2V(YE7-4%Xj|4hI!%&DyE6dWp__!h1?b%lH@Ya=BWRI9Foet$OxFm$S5d
zZ^U;epK7ng<Mz9ulf6`<v63&*=Y)kcALj?})4$z0yu)cpAzDV~kYXF@pHe4T`3`YG
z9Er<@pWz8mmUz@1T7#o`%0RQ-IQ;N|<G|Qh&ATV9;hwkLDUh}Lg_YBfm9vADQ>>h`
zG~U>ESzKJW@3C&6M=qrqV-ByqhVF}u;#}0;(C&Er`Z%sUanBFlP_GQo6%udx?xAE6
zv8v4v-tU+8pO4oNFg~s0q0E}GZhmIn%w)yQOQR9_NfWP|+g6oaFU@Wfb1NIAvrbf-
z%j!;-%iiTg{pJF60u;sDQ+7NUmpT!-T*WhE>#|R;H%`BT6Wb6!cpAD{AfVwc%P@%M
zMXTv@NJ6Vxz`WCPUGL$PrzM!~KQPHzQT>>a5}J_`=2{5iKmcg<@jqOCRqpibu|~9O
zk@&X@Y|6efR<*)AFt_5$dBczxj0~hGPRl0Wx{|Ad8;7t6Qbm){oSWcN8LNO_doCPk
z-T&|fQT1p7el5oN7GlJMJotClN+&uE5G9M*?h{o7V5{qi9xm#iCuP-6V@fFUu$KTH
zKOA^V2#6drO6x4wUtS;YR$&|R$GeqsJ>3c|&ZW0%dn}kCA~@l{=%%5Zf<Iy;v|Qo|
z)tIoG%NUG(1!4fA_=JEfXC<E8pOOE~Wpmx`+qzx4hF$vlJ^DrhT7F_$0|t39gB0fq
zh8w+iUrelIrL4^Lt@hq=gbXV$XW*jp2i{cYG}~zP197gOhdappnwT^ezN{{q$ogb5
z%GP8qGoFtjPS=s!q~G5%DQ8uv<W%hxrSY^7#S~M?eMC0-{Eo4CSe<t8+fSY^bBmjJ
zG=csB*LZNSh)5uGuMJd@EKs6&cG}c5-)pI>zt>cM|6Wr|Ex`hqO}P^A>0=?h&i80T
zKJe$kDIDhjW#KC&6PH&Xc;x<lRKoW<%MY>&Jj}@n?XhXKVxuwTyXM)4*4evxqcyW1
z8qJHBtgHXJ*4w$&+qu@U@aTjwjVvpL)qKTrn=us!o;1b;v^`)V%D1%CFZ`QS{!*%J
z1d7{63L;EQQEP9e2*7B1dn7QpJ17g*t4v5}6M{P2J(~yyIx3$EPpmi^m)bt_#vq;f
z8z2)#gWqTD``U+0t7a@*r{YYPvLHSdR)vNaRW@`V^%EH}a~m<lf?;3}BqHF1Yr%jI
z`!{XL=wFATE&rz|;Huo;t?y;&51mI0Yyy`Bvrk2!fvVS8&!jETT*P#&9Mu`A*&lH;
zOSJIJ+_7<A5#yO2(FsY=ZcNOiqfH%1y%5ZEXcQZ|jvKf!d_}s*;(mtltC6136oy5z
zZ}mq!AkJ~<qMTq(f7rmZc>wV{&^*~<y@omc?iH+mY!{Ut$jhoEogj<A-d3Jwl`-YG
za1e~0^jcZHBlaq!tK`c@X$lX%I__(H{9D<z`*l`0_b19<VXt=Zyuei5nY9-)WFt&!
z-EN9&N9#tE$WwDC%;^j3Mg|VcGvUkK+bJ>uU+B&SHJDfaZuV~Oarql!hM$k-2pZT7
zDT4F4|KJ5qGGc}U86JxCQ3FXPVkq!_jVi*FbdeY#7@X@o+FvDY*8UXPMb#$F7$PEL
z+H?t2@<v47k5JI2E>Vk6VMuC!Dd2#DwYwxEhT`y&QmKL@(2N+fp>ZMk>7jHPA#{}0
za3NhReLQef9GIN*M77|Qh!kTQq_nZZcYKoa3s565bmf{JSEO#4IF^tpPyC#V0pKqK
zGjcCVnigOo=2SmQnuvdqG;s};4R#HY4XlfoJwl6_B1)JdAREEMv-oEhk#?XqZ-iI!
zORiWoqe$vImzqTina!dAiO^(iYJ1Nb05RM8h-{7=PAn%|sVHBjqP&)t+QH3lqbhOR
zvDJo1_kcQzfs;g-z{Dz|p$im@yK|raAvd?yayR6^b%^?=PfYrm3@>s2`1|Q@Qk9|6
zb=i`Qz8<3OiB?LQH%S$-<?+~ifFn_wn}9F1o+;ZHpRYSSqzkvhp+91qMhgW)4XMUx
z^Sg-=hEOrBFycUl`0zWyglJ<BQ-GDfV_T&0i40qbmLf%o-V516MuwQKpOh(zd!E3;
zhGD{pal(voVixH|!Yn8D$XLIg?#q$ljm~G3wDmBg*X%PJls(YKvmu_T9ht2OQBcSx
zsxTHz0Pj55tuC53+`nq`9261M^&G63SSr(0>lN|qkWARbpPa^koCad^D+w5<4!p>0
z*!cj7YrUW@6Soctpk_fO^g^Wz%lOa7g{%fYg<R#qk(g-@6^x-_z)vs*2HFvMGB|WA
zz;@`*k(8e@41WceP@6qW^&$Zjc~D6)OTN-=K^U}ro`E+=gKHFJhOug)0NiUA@T0@u
z2OBbak#H|S2!iZE?*m)Jk%v$pjd>sO+`__zOo~xvqv<-8)BzChNU58q&$Z@1thwj-
zIYa<{>pz9YXB<jqgZC^IQtX~r%$Ir<6aX26^AmrT3JQH=2#SO<2h-ZP=hjOg>_MQ&
zvMgF(35A!VD9!p~>x{#7NV*(dsv=dg<CC-C+e#|;%1c`aC>7=((EQY#=*J-13OGkm
zd?lC3BTC#H{&8}9pcYrOB*3XWT|*(I6I)C>s1awz!Qk406(gHNGn|l{fJ~+wD=U{9
zMB=RRmhfFBQz2AN6DdM6wt{6;BR=V4Qg1F(QIKVnbsoXof&38^rE`Zj1tSduC??R{
z!zUON6&)0pAiQ<~^O^dZykf65;O9s#W($IhQ4OYNHiU{%=`$lXV4s6z_uL1xaNYvA
zm<F~zcl%_VTHEyfrB*g~_q#Ms3&Ji?v?xvc$F~p2rlBE3axxzW20s?&*-nlv{`le2
z#BgT$e!V)k?R$T7JzcYfg7dM0^N~cqj++dr1;z)Ps{|GELC9o;U;>#FgVjlQNZdas
z3GZA4kFX~@O#OB`OEcw-%NW1U<XYYu##iArW|%<S$PoblIq$WajXO=G?8cqi|3Dc-
z#5$O)LcFA!pBL(1Vwy)b%{aA2WPHPAv1r!3Vli1anR*Bmc(S1sS9@@1fr+Xkf{+@M
zF(=lPZIm5ER6iiR%WFZD*Cjsk7C@lxD|r-Rc?@2Y##-6q6x-hpSGd!@ZkQ4tTaum_
z;#ye{*$3Z;8)Dv)asPwE*N2(d8PJr^+m6rME-)d+q2T30d9)6L;6k7UN2OH4VQ<v<
zSzu!@Br+T1)T5A;<1n2=xy7nqf3Zyd#%xi1-Of--&>Q=(#xlEB4*Z$12!K+e6l0x-
zibDZ~LXG(%v{{FyS=X#t+pI~uP(XJeST!_>u?y5)Ap0VVQi|pJ<Is|IdM>51f=^wh
zU*`RE=5Sr!bd1@qYrZK@!8<19Ooc2C9rx9~!(Ri+2_%3!tdHRWmnIAg!p5g3X?xF6
zjoTacmEtW<g&$4VGa-v%_fcR7B#syQ<rVz`M1d3pII(^j8^SF~V--;u_sUaC1_Y7Z
z)4(t#aQLsnh8_}(<1${`;<fCj<Y_0Mg*#wAh)KZju-_sZ4CmR;y)fLsjg#yRcfVMC
z=wNp9lbC1D85ri_h!hj(mk`h|y7*53)o(Ayf%IF~mi>{0R<zuHr(q{bDaH%u9enJ|
z2Jd-f=#v%>+29$V*pQF#-$>`CC5NIoU>h3|1wDNXO56}G6DX%|sPAKUh5C=O6Lf*(
zbEP_TX=%Dkt&K}P$%mJSopB0;n^u%AL0N0vs`?4i>bnNQyL{fAJ}C~_=9G=0L1}yj
zRVD1k=wkdGe>~_MJ8<y~--KZk(jd#@i50BUb>;>*e9f}J<Cvu$f@NRR-OIQQnfGK(
zg>VNb;{0}Y;6nVY_K&@qJw?hEeY%2Jq*Bd=u-+Y6=!bxmx#z)&BF^sXm6;kZUb%P2
z#LUZDVemw^C`x+8?@AM@jZa1F2p-bUqXp05Pnc)JuPOZzAD<t$Fc3dWAWrmA(D<p`
z_<G|0-ZLbA`zMLP^Wpq=Z>Jfln~;;ksKLjs^I*V*14ig3JTe?ytL<AxvcCylQ+@nn
zgpw7kvgbcKLg8Bag6qxdiMls8NpFKlsVB12?IFF<1V#;Q)nuTc4Dko|R!-$ICR8z?
zb>b<?>VjdBkyO~Y_{4)`Lef45aXHyW&}yo!+>mJO2Q}Kvj&u1i8x&pX9s#pw@cRwO
z+Zak#UNby>-499c!iic^GaKr2GTYHtmR5(xNBY*5UBi+tuoR`_OjwyI>1YUbSdVD)
zi+c$RvD7n}a@cqi#?wv9B~tB58hXZQS7+&X4c|L`RaG|cd%3Ke{S^HP$F}W5>;C7f
z$o(Hb*Vj%S&-Et<*PkHXoe%fV-Gde&F|p>mO<@lIrk6|e{qM}>AmN{<_57>$#jRdB
z4g1fGW#9S9RP`JL-0M%}Jx;n~@t=fLPmhJ_Uq@1<#Ki(mdV?Dt&)9gyT34U{jmO@B
zDtzxx_Xg=b;7ae$?Ixd|K6aipU)LS?@Rz$alB?>8`X0=@m(Q(kwqJSNCRfDK+Ihn;
zDrxmrVHT7~MOiT>^cgTXscUqWKd)BY?7KS%w7U5IyLBt%`#}XYl7dIWpf6EWaVQq3
zt*^0P5dtUL*o>&yvWT_dv|s=$@BEW7<>fTekKc*vIR$<2wUib5lIx024mpLnx7{rU
z&&Iy4CBJE=<Mr|W(idBHu;zvS6#W7H9)2SV|7X;<k3Zg2G79Ue$BIH0DF5K>^zJSD
z0_21fdm*p;58H<}C(4bj?0&N@yNCZiRYG7scUy-~zuSRg=gsEH9mMbcrLoaLEMVQ|
z_4uyR-|yz~Uo<f+XdYN|szN$_o{R1-Jla(u?Oz^|?!y5@&6z>l^UZGQAA^pUr_nQ5
zhv&bG2WEhX>i4wM+a7-Au<q-zJMeRYxpG<f%O~9|_~$9lTPG<>bXdB8=h@Kd&!+~x
zwd$POmZo~@Cp{x)eXY6Soj96mKh&O&f6+g;Fgs4;bRw_#?$bQ5EN-?s7XIm3gO9!|
zzYrkVa^vyoA1<1Ab9&iN2-2PDWiyl0pZM1LInlG0XII5*d2QtS>6q&@sc?<)U594M
z)OTVJQQ<uWS<{c!i}`tRw;|aLO<fC%T?;7zL~3=gBEgX}$vg-3kjdt%`52pzd=>iB
zO$)6~Cp9ic^83B*KdHq>(e)#=RnW#mV4>{7psrrs$*Y{qeQ_#9aw(As6dGP<SGJ+x
zsfUex?M!7VXi$Xq0!5TlM3vdN(P!cw5%v)FcJL{@HG+&ILGv|2!hR^j<ep_^a*A0w
z=X!ZH^YWG!b$_L#g7zAY!gX^B5)O$UCF4tm6}-Mx;M$?Y8fo_rZm9~>pbO*~vkz2V
zG65|!!GhHLaFo-kXx|T%K&SGU9U*R<yl8WoWInizJ0Elp=;Vt4Zb)j1|4?K{0=Ww>
z`>nMEg(NfzZv$?P0fp`+5xU0ku0tpJODXlg2_c+Uxa*!UTSF52a#XXm5D|hD_l-*s
zEpnhmPZm@L87;q5JIl*OYT=|LU6|r>^E37q#i`vMzNgsSPVlM5e()6{I?Of*L9R<u
zgGxAp{J6HVa<oM&HBuwqshta-g33Nud8E0W>P|)TRR4qE1{bgZHa$L|0!M5S3?)uy
zWKE@_+Jl@Z1*`SkBnA0zKiL26PbV2VnMo#J$%On)hWyqAgRB{qEE$z-8CC2Vm2DU&
zEsKY&i^l{F;@8xY-CAh31rVqby5S3G=h*G$XBP9Xr1qLC9cxl;MjC#9;MU5n%_}Tb
z`B}z8$Rnev8%0Nty4DPQG7(YUqo!fVBr`I;OBJzNZmPzYlUk=nueu2Q=$p-t5f?U1
zBd3%m@L5(jp*tHunnveO%*;(07MB*6GBGi8?HqDN_>=Hk=OMMd<*@~rYbjG`)txbK
zs70(ony#C0$BMV-%?b}kN7G8C%5|b{mzgG7j_e;<JR0^`Xfje|TTa8ioXVoqjw|iy
z=#14iq}$jDj`pm^+ZlEnAC8PNzf&0gN)9vY8{&+M(9#C@JEjMJLi%6dQpeho!WoKh
zy$AmrLJbN8j(^(P5j1EvYM+q+&nPo(9}^t1MBk<*L8U*(H%Eyb0ts#L>_zf{8+k?4
z#IM1xmCww5rFa1ld8D9-GNc}+Ks9XG6som4rnHBT6ImHi<#*y2^bqS;Eh-{@t<4b8
z;7}>w{qKRf;)&7jK2@HY*~YJ_kSALd5ATjVIEl3`)Y7xfH=d~yK^A(wYTgJJw1r2G
zF}{zq&#w9xD$^b0jOVPzKVcqCg5(d#r9FigaK7JsC~1NRPJG$n-#mzW4r1ZJ;0UO?
zVAqw}6W?&^FezT(bIm7=r6mlFI%Y|-_)I@xmDHUj-|0to2|bAQ5I>b!1Qe`_+q@+s
zSY>S4j^E10X~GOTi0INMT}6%)1gW;MU$UMLr>;T>i&Fg{GO2;`SZV<bP%w`;6b%DG
z9F3)<l41U1$PrD?FK81KNkW2!I9>`bpAAqK#6_g@tJaK4o3=|cKvgqMlcS)lxH&9%
zIV=SEWAyi^xWM2EaE3<5h>}x7dDXRL)u_3+14Fy?fXiw`C>Z5kGXhQ^?Yk<lO3y4M
zC)y@d1lv^Ax}=@MGOB&b)Ncu0nJBJ&iWb~0qkRE1MhT4DQl~uCS@3h5poxr9mMlYH
zZL~a2lswsEOkA>jb{<JpdC8BKMK}pf1&eCQeU1x@(`gCcZ&JAimZOr1mT~OOPZcTl
zpT;ku&XGQqWVcO4)D)#)N512=DqgAK;&_b<eh3c=M)P9`I_#e52^JS4*oQETtz>1@
zvh&+m$Q~u<-N$go6B>2*2fhe0f6V*h**Bg_e8|V$*S$13V%}VRh^PPWA#J&Ko@X^l
zLyr*rx*?vwGV-C^%#=0Xl%+rs(A+9@;~+$!VOo)fhz_a2#fk4A$}Er#q3Q^VzlA!5
zu_l?Tnh0>D#434Nc*zjU&;dtJwY2;kfuH#Ta_UYM$umB7NytJa(cstY>bZd3e%a?<
z43l$zk^ukzqkvKMbaUa|qtcgJTJ*vC;$A?{&%w%Nt!~#?qw*iG94%_Wa^J;;X<+11
z5S!k4t-nb`kLv|3iZOLWq?Tg<FrL-S16yXuXHzK!#=vPyXsLz8L|es?^qn&y-dIuj
zcb1s40Ul2V%{$+BjEL{<zZ1wp^EeSCE<xtb&RsA=s-PY{m1RklW#GR+){i0mqrPAi
zIA0pQbZtWp2;?>(BsFYGf*;==z5;VQ3v%;Pl(S1x(N&TarshGk2C3p4oSz}vd>s7-
zssn33;qpkStA^Hb@#9hP!(l1nf0)%6@dnvAs$p12s%7X;%lPNuV)r^mF8>JRdw6Dm
zZ|c%64e)|!ai4<;fA~**tDpN;%>@S!{9{rfbl&Bm5)sXQ;2jombWH8@gcmMKO%SDK
zwoaF-NkQxgmK`CnvYA|RLPkq&eMwMgjfje0H;*BgE0spUw2nqg3q^32zu^ZC1PP-l
zvv^C9X)9+}p$H80ElVs~0E=3rM5Y<2pq@7qn5_nXDWN5ysS;11`7Ws>Pj)+^A`izH
zY88+Y6{3BqkcKgm;;%OSUP}T1&vb5FfQ|;1$=)uL6|}H$iz;LKvMM6lF(XpiG*s}e
zbcNYj_VQJm{ahl|6(sp2oVwhSw$l1ZaH85p=Rlx$*6wy>2@`?nO9=ZX+_UX0Ts&O@
z%62x!;<t!Z`G0*wy#nYdnVCgCYdO}iylUvY9M-gPn>D+c3Et!{xzVLsM9r!a7o?A<
zip1l4uy8-h>-OdB)T81{-43FjMWU~gZg$$0PbP0@&ZqcmcP{@j?$32TL(czv6(zDq
zz>=BTYACy)_v5QhtkvmlF}JOHfR|&vid%58W=*YG&3Ch?TC<W`O)}KLp){i(C-y&r
z!DvsbIylX>l$Y}GXo0-s;sC@4?Zrs;#g@b0vG*Kt80NTv`oos(l>_k}6?Fsh0qv!`
zpKpChXku81s6uZH7P6EUqDzkaiL8Q?AB|)7ihKHkbK$dHUj2v~e&o0=I+tPj+;8pT
zaNtfIA_WELuDhcP*W7bh95Wa^(>PqS=+#sDHu(^H6R_1_Yy<ySH;%6^JPM9{%I@5%
z8Ag#i<`N_G)Z^Hf#&Bpx05*u<=0in*sJ5BFCv$;MKvtP<=~Lfwii~zjNE&G+C*QT%
zaplzP#oU5!-%QG{0zN67{`c>P!x$Z8&8iqRSQ(>^G#K~tteo)+6uxDMxXp!J;F-up
zej}q2Q$R@93;#+cgj5y&UaDWtB#?1K-V!$|N&)UX0E{*_$uGU*u$8-k8v%~!{w`+d
zvh-q)zC%%MWL#7p$t!J)mV6J6gqL|HRF2$zw+--E131Of(-GPoR31<6$TP#hxZe)q
z&+_gVK^zG$1_LnhdLJQM*^H)t;qT8^mcUut5siPEs2U&MPVJBVc@+`&I=|T<#Dk%B
z4w3(OZMl5qet{oYeldOtG;s+$(d&3lc%BIxgV?-aU9#4oKWmm-X=`U2jlNz)f4phN
zJg@y|nT34ri=|J~hB26ek+qAK&FGjVeK!DeW%S*2<C*eBTzdx$U4>%3O$YX~a=z{-
zs#?J3#<>kK!hV+_C2q<_5V=Yxk&uCnuA$~@7A)7AHVxpWD0MpGobqp6(`Q%ARf5AH
zFA0yYgKF3YSPfMECTdxj`^;hqzlrs95I!=zYQ9T+@I&y8ZX<b3c)H4Zc&~D|NAK|a
zxzYYJsaprS%ROrDe$4Faz;A~z`y0I*uWHOcqGI@qSWQ@kS68roE$&5q0LlnpJWh=%
zv+?ekC@8f~nLXR+xh|e}?UTe=qOJ@K_fgP{tB0{#=Hr6pDE>HJua_}A<Kq)by`o_u
z2ueg?!($_2UQ$Wr1ac{9VBuA7Peb9T!oUTJYG5f4cdj6h^J1LSFIgo@STdI#hPsw4
zr3mf3CKYLZXh%hTPDgosM@D>RMtp3&*r=pjzkEzZZ=%Kz(n<j{B)fD5mmYAERj=F5
zfNs&dW>Tgvg4Ms-oD@KMdO;iE=l}8<>v@rhZ|x3*s{bu4N&TtM@^Wjx`S*{x6V?*C
z5xyP{$@0ItI1K&+S$n!!Svfn^_nw};xL3I9t#G+x=UufcZC(5FsO55UvbQYEYWd~3
zr}*c->NU@s)&<9%FTL*>R)zd8KaZw{6HkgAiQLsa^+cDJJJ`EFyPl0qf-3$!j^7x(
z(ew9cJ-(^GwV>RG@MSfxIsSbt4%V0RXgv9|T<2o)Z*N3hlTMELGFEGcqI5{`bE+@J
zP`KMtA>U3$1)KHahcEx*=scs@{QEd;grrtNDXJtkrFLy%)-J8KcI~28ZE8g9+O*Ut
zMXf4oQ+w~~Kx^+kgCdCJx&O~OdEt1GlXH^$zJK5Gxh^-2^~m|BdV!L;i)}}HW7H*$
z&vHwJ6dI~QU;e4-1?>OviFoMxIU;GGv%p&Q7dp1Jt;j@<@^Rw^*B`rnH{H0I<U7wJ
z>-q27c$u#KiQn4K6qT#B^?T8GFc?q1KO8%qbF)zj>4fr_$*&phNdx$k{w}shqF5PB
z&{WL<w&5-&NV?5E@Orsz^WmMBie3e)K|S?4_xvh-k*z+fL*XsLaMaaV-^sZ<V5I8F
zh9dEp<pDqV0{iu4545BGdigzIu|}O<>kB`>p1NAuuigCmQ8D;v?N{x<q5|r2YrU3t
z5sA92JioYFSg?HFio5O`NooTom8grO?YN|*+~6QA_FN7c@-1Z7;_u|)tlV>R$AFnB
zZ0W&hk0I{?P=js`w&z~URUVWb%srkqed^yX|D_$VZTDj0*IIJ82mY$y**>*pyF<m_
z+~lGw6@{~Cp?UaD0Aga-s`PJu{RmBD0Q`-yhv3V}A*RLgBVuYT<xN9XGcnE?uLA3)
z3s38n$%4XNZhk3k!$9qExAfw9KJE4_mc<<A`82la6uO06`kCACxjQ%g*=6(ie}Cog
z{>p!6Es%Y*@y5_5&h(>K{udV2XF1f*7htXB?1Qz6gP#=rwMdhxI>m`5VLLKaFiaIa
zF;qE^o7!0^ZkLp?=iSfg&OQgy_Y#%tYQTXo%#mWF1kox~u8vVPoceuY&9>R|K6H#W
z*4Q)g-N1$B&)>zRMT`Y)O5a6COl?}tY~FMBRX8SCPG=FBPNp}NDL9?>*)8huhp>Lm
z2-Ae_jTw8%aBhi_uw&m5|AECMZjDhX4^y;#s84@#HZy`#IZ<s9S8Wkfl~ZQ6!V-0o
z{_d-T!HALGB)DXTfJ{o{+JJ>XOvkh2S8cEp04%P#qpW=Zbm$ue#NEG!(=!2D^mB4p
zGF1#f+6IM!<zZn~Y!JS%PPW%eUs;r<8_R0kT}QvQ@t=<sx3)~icqx_kyeMqRrc_e9
zc&LYWEetc8B$G;^aGylXSCTW#sR)7wXi3)lfH%`c$81d}dwHoIRFuul8qXy}n6o5%
zkUn;w<I`_ROtt5-<kt?Xtp@O~0!X%r?<JMEsWDteB5o@&Y-_B0YOG)?aiuA7#s6nf
zYJ^Ua*8AbdvUh*W-W8Yo<6vq2e%v(EE1#pKT9C3Cp0vTUul;6*p7rsqo%g#P91C8{
zStdfyeQ(vq|8u$jWb|Ez3y<D=a&oyR7UbFv<q2Z9$0zO9-`UwQjh7e#%u+>b+&d3j
z9u<oCU!RB^nWSD%^xjx4eweA7l9K-3A#^`H{g#ftrIC@ohK`1zs-cC}(>FJ8r0Oq^
z*KXK8NMe$)0a#WAoW1G~pbX5y?6Se5uV&V&@BV)4v-P`QTY~a_@jabiw6d9}6LZwY
zUh#DsnOpbjM9!+JF`iYYzP{$mJ1hGud)sSGQwx9QCwd<m4H#(MD8CD2PPGzmD<}s|
zG5uoa6eSVWg~TJI`9DbG)j_S%6>zm>{s+m>5B!<9u%MS5K>ei8Mo?-WiSIv_#;GnE
z-1$WtaY1SjDZQuRLh8W0@^y`b%b?3FUXC76Z)p<15?iB;21g_!cWP6*CY4;J=rNSN
zKEYt!qnBi#!a52wG1Kt%{=1fp{3*X45%?I5_$w3iCn}Vl5<VgENvNfqz`14yh#pvG
z?gLL~=l1+LXZ78nmmVyRq_^6ui2K&zgG@||56DkYFhJ(OGKVxjZ27LHfMdoJk2$on
z61pu`1<6^$vwcA0La&^bCMht`;F;TwXnY%U23Yl6!Obwto%w(jN<q407o<ajHHy%B
zW%_>3(6Lj+5|4(X5lRrcXxK6b;A%wN02a(5U`1i+H|asjYD=FRV+0+UH{e)405Zug
zxXP|#5|0I&EWtN`dI{2d$C^tC(L@jGQb{(X%`{;`E761ai78Z4Rh4ytVvvaaPGpIP
z#3Vp&iQomi+m!kbRya8TM=KOf<OfM)1*sq)a*(jFB@JK_wZs9-2xD?Z^iFDCE8==Y
z{$Oa!J#6a=OKKR_bx)tVx>B1vnEkNWXt4X<ohCX0C<Rq0yFcBvu>ph(lD2qjBQ`8@
zZBGLaB@0yuz3A!sO@axNHh9<AA>wBlGPW=$D1w^GO@HzhR;wshF345&bCGu>(ByY_
z<S%iDNST((>e_SB#(!cGriB%9NkuX`>aJ0#HF2$BH^ZIui>66_6D5bgtBWk89}H?P
zl%X#yyk`%?S*f#w)_@Ipm(DZd8%y9a)&!ajXyPDFdBH@P7z>uN?_(|-Bv@PhUn@|j
ziSMd||F?`^zm)0jPP^>LyloemYAJ0t0DviZ{(R^0B~L=d<T%|V#f4|v7sdrJVW2b_
zs4B^S)iz&i?7oWpwR};qYF%2dX=z*8up_8f#2kZ4_IqqC%O}1^zb$zzp+inYML+n`
znv3(s81(gc$&Oz1w#4;zr;3$UcMw-1CCFH5Fyk>_1X%>L3c}8s`v2Y&I~Y#slQ9Ya
z-y<ji>iuA|=p%ewCWU7${rU#q@OML!|FEKh&q(p;Z%=ZzKeKnl7cEtMZZbD>DoQ-Q
zYw;AWaDPx$l!;LF4Dfpo35TKpgTObM6*yqJ89*|HQmVD4g?!+Sf`_82CXyP&Vrs-<
z>g=L#;=(f*Zr@}@X&PJQRX;ZRuA|}eCh_i1K`+EfWMUah7t)b$`m+bHU&<LUiWCV&
zSyh!%`P@YkI^SvBf>Du2!6Be9p@BShS_~jfW0K(F;V+ZN0DvXBv`SrdC*g^;wG@LH
z$~C~T!dY1QaKMJ|B~We&7SqusLxY#VPc7`9Dm=X(eE&YFk55BX6uVB3=3D#nA+cX!
zYm74+&9dp2um6x=O1hBBsj3EY+RCZkT!On$jk-|Z+fOL}pzCUWZ_mM0?z`73vpunq
zz>T2A3!Sj{uLsJHb*L$ZlHx0MwHH35)qf#c=-`ui{OEOS%|AQ)q0hrBGs6Yr43Q3Z
zDRzcWc1FB*M?815Ye5&${|0;bt-)_qpj;7q3Dh$T%vB1b?+1|O$EC*YG0ynp#-9p-
zxy~CdC3TsQ5KZ6uho05i{o0-lx}G(fo)Y@LHA||9@-8wC=P1|o7FJ($)sM_RePt^-
z$Y7jkb`nZyNO;cE;YK$wZ0;0Ay;{ja7B<arqY2@0u3@!$AH+A{OLS3!k`2YquJNkn
zRN;bDB;WsC>-q!(LQhHv46S5EK@y<6MQW@1vYw5y3re09;&KngSwUpGf4^9^YonPx
z{WTZCDh?aX1Xe=CCzC~dF^SDqkIfE<70~}2s)S$%kqk}VohP%)+;GX<uuGvhU3COp
z5W0V|SjaM&Y)-&!_RTXob;gtu6Aqutn(qqC3h<eVX7G4=2Q$m07semcYxVa!)vT6i
zCge!iPhdUhY(r5@3rVQZ@&?sDS{imCNs>K_H#kNPNC*>0EEcTD8A)7=q_Ruv>|w_)
zMJtYmORvqWYuynOI98?&riF~{p3O;(cSNAD1;080-Kb+}WDk-Gw;&;v%edvm78<Y=
z$O*l*5#o_Y5?d+iK^%82KH%E%a<KjoMz@Hd{Yp)uM*aG4?rJ7R_ymQOT81~tB~pX2
z{d3?pE}8vz`0u5tl{+=(OS`5|N$>AAQNI;_&T#l-IbH;xDPxW&w%}CD@q!W`&RtPn
zfZLUyqD9RY2KS6C!Y!LId7G1)mpSC_e+f7B2bCMoYUdqMlO(0L-}qi`n*Jk|JRx9p
zA9e`1bXwLN61V}u1S3z#ikG`KN{^fHhI6*V!9P?{>mayApV;pmF`-j<&YhgTw^QK^
z+mIytQ_;`pBB<_!*Y`qL`T@!f1^$vieAs5`t@LJ7*zXI-=8+HqAr$u9Z@rT;B88M#
zC6Aq*s~2eGP?40gC3l_xB9JJp7#%7&1tbD%fDsF4NYN@uKBQZrq$Lw#=MlRz3g?P?
zcw1cCa|Kkk=FMGpM<?ZTNu^CWnLBr$5uM;aiSIrWdJ<{WPqt=so$e2FUGQ_R_s2eZ
za6^llu^@rrS+*j{DEyAkHf2RU>E<-g)jhtrli3dp)g6NCPxO?>7fy2q8qX&VQ9nJ8
zP0qhbH40rHV`Rk~{EuKq&>!s=*fqTS;{5f+az&%x*RwP8*WN|z)_&vRiT#0$EC&sL
zNy$9Ew&4|xTu;wUf6O^41~;ycUN<zm3rPZqc~9}eHh+(b{mF#5PGoD#c!GD!?*8{g
z#`k7ymM%d*p9Iz(3^Ke*kZ!GYT}-EJk-YC_W(g)zeL8gHbHV#({o_nB>a}gxc7mg+
zQTTH7K7(G1WE~)Q0JL*XKZ?CtB>%WuTDE+{ab?Iq;mnycM=wR+OEU;f8j$3`E?e2-
z+iUhL)VF6(QXB31j7kPvbQ8F+;5CwzFyQu3>dO2}t_DU@Ex_yM=Z4E|jcB`gb46ho
zijp?S3Ml2+#9Rgq26@n9qra!|HW=m1JT>&Q(pas&{$7&w+(mwV{`b`Qv@fAQP2=26
zfpFIKr6eiDfBK3|9v<@geD(^CB3zU#E)xFD>LWw^&sU@23&aGBco(uY=#&N<y%~er
z+V4TiU*(@)=mVYRc5KCY-@vA@qT=o~cI{%|FgGL!yLB#ij%xpNqUvz|CB2~}VY6Mq
z>k|LQwlV2WQ#I=EdQP^m+jBqbVC!J5jiI?-PN$Tsn|YhP4rZn2f2@AoL+dnDnA8YN
z*}9i*=0grwe|>q_fB7Nyv?Ad|fpyc5XQ4w#w2ED3%lxIL;R9oxTglKztO3;)WJm8Q
zZ&uzSCWLxZKZ)^{;XQl&TFv>frcTh$$f?d^M}k*MyF<@2sd9@+SaSipUEg$aTHb^5
zT8yZ_y6Vs4D8%9A{pSuO?{jI4&38MhB(1u(Ln9qX7|}a`VsjFFkCuM4w^LO?@FtO|
zfB#4Ncgm;uJauZ~IIJ?HDjd;@sG<cO19eKI9kb4lucy-RhBfmk8<hm>IF=q|9f&my
zs0HM+3py!D_+sqyHkb}Krq&U82-6j#u+T6^eGsTSI$8<A8FPP%lEe@Of&lO@5Rz#2
z6?fo%+Fq4_jJ1(hcZ%nQ+UU@Yj?|kWGAy6v<jUm)$^`_<#l7woAbzXJ{bs*V_h;;c
zPCtq`>A4>YKPC=|=>W9Wk#D3zQ3zTH&^PNOEWZf2tQe+Jf)H^n*?%QsiB9-twV`B1
z&IKV>gcfqDZBSR41D$6psEj6y^0!9i?Bjzc;mJd!bO_jeB}K@NBoS0oy-|vBk^QN+
zgV(Q|EEO1VZ<t^jq~QP$0w4Lw(Goa930PZZ$3y~$yD7H8pO2zoG0sK&O3LQ<9w0!U
zy9>WW8a#}+S>Ga3*&@==!gt`Qg<JpKJ7TZ(ek8R8cqy%awqV${NXwkxt!?>o+$_1_
z=OWltS6x+6Ru!PCY^%Poow{dBwjC&bvyn^vedO06%u%Ab{NKOdJyMGJrv#-Pos3KG
zX5R()4R@IadvshS^kigwm}67l(R<B2`8M>nkT>!D2WhuUkRYFaE}y{t9CnRI&#Yd)
zEZyFH$x?Hwmq48mPxbHAr>;)o$&<9T_3aw^&j48_5ia*~l<&<WI-5_?ZxY_ZvL!tE
z>{lGghO}-!(IQos5x-xY78O>JUh^rj>`S|B26FWNFB7Y-v%1FP%x$_lE4QCv7s`~3
zpwW+wug}Wu-6~JYD?UuQ82b3=ZAs<IG6*7gbmEzK6}{hWB`<T>&~e!GM5IJf#Km&5
zfVozdBexXBkZ3_B4h|3*@%AUBk8AK(q2F2OIWgpRd!f1hnoQ^=FBi_A5Sj}mW2H_p
zj5<jvf*kZ~kh6o_T@O{ve-EQBzw*O}sdF{E)&EfZ%VnG?Os#Mr;VJnJ{<fgfO7}%L
zNWDoCL>_Pz(L_>z4#i`Uc(mVv#}^BP1nb%>FO@}oHrn=+%vmLtDoo_PFk}}pXk~`k
zkrB^FAX1ZEX~6p8DE$&@nP!;k=u}AFlRv))9MoFMe|{w2UBvn=!~evHrSvkPZIU73
ziqa&?oaVq~qXq}raCbt1=k*dqaX6(IR*D!z`X2=-1DXJ}C%!4A0LbV>jSrB@su;fz
zdVl~fIQ$-y0XfJfo$t4<AYi?wkDwo*1SD}F$g-e3s~Rvgf<$DHKtSwxF+U#0Xd+nm
zE$)$}+se9i^jVJRi|8&Gq?-)5%4~_yOP_#}gQ=2NLRZ5vqY`6Kk>6AQAmLB0gtF1Y
z88y9yVdL?kY41NA1ASjM1u0Md>0oY*Q6%yu#($1anAJRnVmJbLhEb2+0a;6BO*An^
z)dP<&m<uM82|TIs-L%^q)t*hst&!ocyvtJ%<ZAFJ&;4MB!Aa+R?~iPj<&9e_OH5X-
zwZA7u$2+a^)6dMQsYQJJ44-u4NPEx^YDsg^D%IpO#2H{NejO(#0cK|B41P+$@d6G^
zt}O}+4I)zBpll`uxEW&<$N%TZ+`%j7j3D{Gk3S|SfZq{R^ygJAd&ZT<;}WpZX-foP
z*b*OJt{3L2s|vvbt817OC{WK1A*Vb~ECHoRl+U|t`-r#;Q{GxD@LM7?PD^LW3}ktY
zgt1%krhWNp*B|rJk}<6i;ti;-hJ92U9cw01gguZ<3?)*mSzXk1VqJDn$KO1z2?CZ*
z$4`rOcJv2u;aqlI$!m69O1EHlfI{yg5<yVn>ZmGuw3lqR=Ojks&CDy?m#OSwZD5{B
z5AZxsqGhxv0){1kKe1@r|6srOxPRmFg$XdLJlf7b#<mbVRPZ65@?KRa6Bi*;Xb3>{
zT0)MYztS%sr4u2U)QoROn5i67URwdEJX=<OVpM&5KZV78eb>ppnY*u)9GpKl0WT+D
zd*mG}AP9>D>=alq&)I*D3I;bkr3^qO)ivQ!O{BL-1UeFQ41nh`Cj!1D!IQ(2RHRhG
z|JzAhqM0J0Qro_iT{OiJ5s)k!Q<+C>!&e2n$cxDU2XNoR1Q{6odG>^On-5JCVlZy_
z=&#YF)t73jNt3ACSq~8D>7qI#YKF5<bOv<I{;C))YX9i$@BEqQYUl3w(!ud%k0cqs
zYYcL1In_jjBgz!M^Fq)gyCrChqeDG6f8<#|7F0+cy{<9vjH|?LY;4-XJgBq)r#5*x
zlaS|A^5yQ2Cux6O`6|pTA2(K(wsXL-V1VBm6x4~FxK;dNloJQHNhBg9-%h-TP&w}-
z+mBs2f<A43zWeMR|M_!Gz{Mb(rDfNy`EfltY&lxZ;R}d2POTiIaRLI18x(w!L6W5$
zkU%2zc+g5P`d-021h8iJ$K_Q75d|P!|FFg=e*&&NA!Q5+U1NlVWT3??3!8vEw3ZNn
zoRvJ1$9IJ#p+qQZ?7&&OSJ^vsw_w3ANCVFh(h6i#uSmIOo3~Ag3D18Pn&O-H2Jp)f
z5nwMrGrmZ;hPzBZI*S64&~7?@ShAsjfKn+Ri=_s{#s!qckrg8Z$IUyzq;n#IhUgo_
z$6Z~5LkkjJV}dg?T%&U$gHxT02B>;;Wn*PS^eyN7sF^$W)0l^~A5u_Q;jJEiVtHID
z`<TAo=`qFI;ztAeDQt31Gg~*_0+}{Bmr+e%io%#tbwPTDVv_WxVnj1>$eQc=Gx;lq
zo`e$-5FCO+$4+=+GX(%C-l540&O=}^<Pow!9Fz!1qhi6iv!rZ~d7~*WEORzwHD3XB
zfiXGM^#n_;*sMzbK}Zdsb7G0(Cx9L6J+fR#n+8;$Bwc;z@@+~w!2n&9=PwNK=yRGS
z6qL|;^Z*f6_>FU-ce;;EUQHeEkB{rfK*0ugm8l?@KpI>U3c(UjDrrQ(j4I+tw@JFJ
z-IpXdX=4Bn=+^E@r~6f?KY1%7p^E<>Ep7L?z)B^z$o}fOrj^A9{(y`o1yW11rMed6
zFC@nDi1(i$Q#opBBnE<K<ZiEwM=?r<ZfW8e^$A`V;4o>r&Sa2c>XY9DcLF#BkN!au
z7N_*@2)=ZdZyi0=C07Zi_FodP8x61gjH<w6>cbmux}L#jEysi?=b{6QBo-|gE%)Ze
z*6?IC?`yu&4us-JtteI1l~kiBpvs04S)Al6%x}ENQ-21&3Zn0Yi4w8(Mp3hHu(Q(`
z+Hnz&lHRhr{}ut#`@~+5%nAE&+)w>JL+nM}MBy6=U@N&ye0xUw`0}N;i;q2LdTf4k
zLA#i$#`9+uZdnCu(*1?BHMYHl8WcnE^r@`eh4S_piovNBw|v^uiVs~zrqXID3!eS4
zQ{NNNQGEIq74oAw(bmj;;;?1bd#@$V;q_N@|G*YfZ1f`AJixlZ50sq$7xVgic!0xw
z|L%AG71#s2xHyfAK{W*}XIGvqdgliI^f<^)?2pdbY~Pn9SQw3eauek9&OuE~{#!ea
zEHTOo{951M`U_vS$+30+H}|0L(T=Gcur1bgmS1!*Hof}SIb~n<3SV(Auq@m639tZG
zRaDbnj2kWfJ^r-ML6Sjg;+=#Wzw4aoYd7cVi+u)0-%96&wtSz%;)d({6<5xtXOl!E
zznW?(*1t`enzVddnb<fsOvc#gtn<@_@X561Z~bh>UEBX8OR45W+B-ia$v{3S(I6!l
zq|vpDk^xhsth$(cOd$w>>x@gT;uWU-06)9Mbts@cZ%J}Px`yWK2q|`%$>3I}(cYYK
zqu=hdYD<<rTkF)TW6zUmmcg_9ljVxtAMM|+cDDW8E#<F{uHIW+VP^FY74gUTRbeFI
z`u#^F9)~~w7;=eOP3pj74&FDqixM!GCGP<>!qKs-`{DVIj~zj0|N3fqg>#X?^H+O%
zhh7*!zO%f!*#^%&$J1bX#y8;~<*%^&t4YxI>(h;Wc=Oj*7uUd`h9msY+s4E@%?&8O
z^RbHk>@Pwte6D=o6*Av@N-MmuT$!;DC7$gza=&p@X;SO$wUqjuIIi*Q(G;m0lvdzj
zFZP2Lm2@^;kYcc_*E4_0$7;^LYGx1Z0^KJ1TDKBgGamkv3>IuPTqIkc%ShZS)iFt7
z6z7;3@0lI%Hcbu7ULm>tDd@+8@=B<g31c(PyUK6>_SYGuABMy_&METx;Mch~Kr_Sw
zohMYIN0z3$KvdQJm)0T~Z_q{#CMWQ>-vWQfMLnKUsZ-^Z2M~iH+CamSf{b6yKqcVC
z4$@^Os`MZPjGB0ftePoM87LnVw?$Og!^v0RV-;k0^b^}Dx?B-5v@SabjKo9nckK=O
zb+T^yi1SFML(1wA<?l+$y|fQtUuNG1RnbPEG+rt>ytHyKwKAH?5*my_zqRo$0doTV
zO;tE{+0+g6k>l%n7)NE8Cr71~#aJSdk3*#2iwGY(1U6qzV8!#{#N=Ft^F{SvcFr3d
za0vH5Wdy)}ejJ9<Y%$3M>JWg6KGoBv7jRy7a%i;KLqF`N9E1R^<#!G@16vxS;3YIC
zuub)JQ#p!KkpW1Cf244CC-(qqV{X5c*c3_5d14`wAa+S>xtN3iDXES5nG8Rc-LZb0
z9Lq^^nE?kC*HrxJbRi{(YqeDKkbeN7W^%U*W~JH98_E$HrrBgpk1FEAzjRuetSNL}
z=l^^6@z-}H=0f`0Li+m;aH`}O==(38EmF6<-S6&{2_2LQeS2at)9|_OTUnt;@FQ2J
zgOsrN9H*n*Pk%Qmj<hgmkW4ABw74D{=M$5D7sg;#xqInFS+Q?YIatbroh0;3OrA3H
zlMOlj`~22vycnVNut-PG;c;Oa^Al=rGK)dM@)Fw@y$vGwYs94Pi;GG~{G9yt;xo{t
zDI6Nse3&g}-943Jt3gAGwT_RNilALF9MCi<i8oBip^*x(eOjEBUQ^K!8(x_eM?5mG
z8CaRQU?ae(52pN>IhG%{sUdtGd;I*?@;<{#buX%`b^SnmV|GTG`8F`RANwGy_hK$$
zs7E95CR|cm_rnMh5FDhCgr7`t;Nn6<J25?>LNLDRn*d$fk_&@uZ_Gdkh5obvn!0hc
zI8u2904)^{gH%G6l&!S!X-Wvp%PRv|u$Pg?$8B8Fu`=gP^slF5gFK5^9(StS125FX
z(ZU5v`Q1j_AAkSEUP5By={&wK?K75A$WM$gFGn(^89@nUVl?p={O|SCzkT{`z!Vgp
zEl#B;A?cAJwe_uw67h?@=YG8Ecf}JK+c{Jg!}0^X0alIrChzhljns^3ouy^f-PWs*
z2V$4q;^~15K}7`BkC%JrW~BSwc{tKLKNV>ewX}k#zx_HaxpHTk$pEbILFO^Hmnx&Z
z++e&cqU(p>JI^09sUELd_fp@~J4(e_Fr$|4C4D_YLFnws->{#mBM^+_9gZO!ok+w5
z!ovc{yoEKV3ecgIaHL>#@;WeR5kvs-wPGDnLKR?^I_V-)i6G$s5>&(T))WZXos<KZ
zv@-d_w`ju`qqmA+D`BvMf+Yx=FNT=|i1i>M3I&Q0z&s=rHvS=^MD~V05ZL`#EK3pY
z?+yIV7onyMK>$-3-8ClVS6<ffn`_-n8cfPefUVgO_Gwz>6IBd7Q+Lm4FIOG+gY9_M
z5-C@TY_0mA&#D_GUVU_`{W%gmou&T8_8EB*dBl2Uf>1)D86zVU2gnJB8%FDLWSCn{
z#LjP}LVD3Ft-<Otfs{4pYxW1jT8k-}&G+s(>1gBnn@Wc<$twtg{31i<LatWaEwvw>
zP#;fITjyP8>*~3wDOG)Ubn(U=A0Iykdnq9OB;sl%c4u26@b2U-2smDehzzZkQk_yX
zHAsAhh(m*A%(CtPk-uZ~OXy<3_#Gy14W1sY-0gBcXr{1v8pHe(`uQ#bFfe*`92YP%
zOzHjP)=n8azAJQn=#P2-A5*u&9$=_IZc06hgbfJ;r?bBVbQ0=S<C|P-hV2*3iCFMB
zBG4A48Decu1pK;j-Q&iAH_W`yl`}4SA8;y97ql{$^VAv*^QJ}C1-ENnJYg0=iGWVP
z{8hmj1>!zpXy60q%emgxbia*&4MMt=JY~&@&<Jyc9sdi@K|&WvHWGt_JJv|ftuaaf
zgSG|<=2TSPkTeHKr9YE>{3FUZW)z;G^J;@qKfPNFz(HV@b)2}RE+Q5G5&$<{GR`J}
zU0@J`1%EfN)x)45;*%6olZl{ACk^1mNeRg@1|D!f6M*#6>l=U@98Hy44qgL{)Ohw$
z;Fzsk+$?grH}YUeIDNNNX!4m!VG)V$h@jp&bJpF;th*0y57X>uH<ZObyGya5eau5~
z9CfT44BX&!y9vav$d=#;pU8qcz$55+;?TRd4v&>}$@P;3X(F&-1l%7(8eTk@$1l1y
z?A=U}Q>p#w%Uhe$ab;bV+f)ItxX*d~UrQqg!Q8Iu_N);Kh#oK?u_4A;0fJ;bRiAsD
z)ULK%td+XP&Ba--H%u?nWnG*VIL(4><r?_y+5tdml&hP&%f5@-CJiS1(^V?-$+OWD
z%(*dJL$~l4QaaexPT9rA{$>Bh98RGKL(zZvb~1aX(bZ|H;hXhHaa2}W)Xph&_Fa~;
z;oE;0|9%xH|2jyDU)I&yaH1i+lIJ~e<XM5!(Bf3-Fwib}JiFBeIsC_PT3i<{-+z0q
zyRY{6*63h=rtstWE}t&)rD%VRIBD>SKUkbAuvR*7Tw3m}Khp}Bq8nX^z<OCH)A#BI
zCNctht<oD~zGK<@sT$Hq3^%~<?9pWm!LpN{KtCs6ghBsH+I=8&$Bv?`-TRMFO8~8j
zr02=NU*p+<j2|Sx*TqFrZ3?$y(IW}Lhy%YdSH!DM9Q&ZIRIiHg#AD>>4AHTr+EfiY
z897?1SC)ekSbjs$KHzwkTFcBg&CCwt7rKQ&z#jwUz8MwxL``no-|Ve4%PN!e>MP1n
z_`mBZ*)RX<+kEQNUpf)tM2z&NElg;ugyeX}!yZVb7wu>n8jlyH@#;J1W~eaBIb8yk
zjYc91GH5R&|C2^c(mSTGC2%SV2EVU+=lKhg1fZ{yA#JQg#dwoBitafO?O2S8K}-K9
zAQB-W>EZ@8J%f_o0*P6|Mo9_pNHq~B(Te;c(qCs$zX{7aOJMYoqrAv>2SNQx_`*y0
zCE+b<sg9p~{}N9ETG3es<IL0!FHuzlQUX&Q0vF0oEWQ5IDGEbWpdLOy)-lJL<37}J
zmq1pXWH&>3u+&1N{SW9sxnu=5&tKM~uBiw_V6rjU-dRj7-<_s7%7vh^&}z`wkPLR?
zwEh9Jw?W#+pr!cg<AYHGA1F-fuEyNwOFb~$t~Z!6xWybh+x=1KZ5yB%{D<-)KHdCx
z2wyrBz}jVYykFWK*&<50R=*CE#}9eo4KKj{?XM~o(IaoKQd)=>Pw{X+nv>=##b3NK
zn2!cYj_?yONyL(|(kpXB%tH$?O46N+UInMQgJ&F$7c)*Bf$xY|Fh8&{?%~+P^GS^h
zula8u7lK=Buid&o++)8wdlT{~gC?j76XePK@T;`n7xHCz6wOTrI1h&qdss0dHLNoc
zc87wbKdMPNZ4373@e1q+z**2Qfkg}2l#`)7kFu0J1mB7MSNl*gd=#<4PE^|#qEQ)&
z7Fy39r16w=<-HspucLRAjg`>jQO}XJFnLX9JM1{^p<1NzMl(Ta3_2m&eSEXer}U<a
z#AmO262UJ_`pYxYSQ=XI-t%^MI)1Y==M{KYn04N>!tHRr_!D&2`J;DEa6rZS{{Gnc
zqB*cFmffMyezM#$i$u0wtX{LYA3i6=<~Np{4Aq|<3N;1=e!G|*VYIrOU*FI$%7R<E
z26$GSPM<bxO3ehin+N^!+UADQNXb24+`;0XZJsyEEzTXhCXLKyT_RwPP0bF|(s@}o
zfi2SxKfK+K%%1syGjsW>iU7Y;K)L<HW-q_JIo?23FF;jq`dbB1^OQSJ*SGteU;a^G
znK^TFS!~>1!Dq#RB`xKfimp4;8%VQ>(b63b<I_1$mq<Lw`C{&+)tiNeAwIyhA)C?H
z>oS3{;)s*Jh7Y~pO#p6%i+0@1yW2OMgv$&$U;gHx#U(Sh<!l1=kDRcFe#r0Kur-B9
z{;SyWv-dC9$_Hg?@|XO5wm-Y>j_u8O`w|+8Z3AZ?!nbAp00Z^-yuf?5h33nDUHk8o
z;O)Uj|E{x*I$8ryW&_m}ao2w>@%Y)VC_*TRzW4BO(H6fPZMo1IOt{Ye_`Cy8djdta
z`X8P3#YqXjwhVuM)*di@b*6sUvhX|%g*}}<S^TI#!2X*a7_h=)<`2)=aNgJbU*Z_y
z_azq;JXU7#!8vk`^{&%XPo6%vOh?rqR$sm7UMP%V6?JZSfc+CuUP@#7jJ2sw*6IcZ
zI{U|ekLF00sruMI{xGw*v%l`=pAV&#1^yBb%+slwO|v4Nr1}>zQFHh)_WEuRpTPn|
z#Q}I<os0}NNX5#w+)}kpKX|Q7d|5#MtHpDcnmxPZ%{NL(t9YHn3nAH^TFll?q=wNw
z>E_p6)svJ-SAw#{#}+|!Yow;$HuoL7j-H+*Rb&NvukYD@c>%Xn0DE^wgV;ePkXM0A
z6tjv%X9l}+gm*t$O)Y=o#@kPR094n1|1FG2Ge*!^TLt7oO@^1@@=Z8WdVhd3`#?)n
zo(L_?h=u{eS0Dk(|I)-zVz7muyf^>9p0injeqichpIwK}5T2Ev>%XH|9k7-OqdWp0
zvBJl)pG$WG9%Y2Zv}Umc+~+-}xP?~oCdMUGdlgh}^buXW`Xtg`B9dRixBP&eP8le?
zAlSiE6rbKUzs^3t{uT0Uj8rhz*?sjRef7Cej>YR}`|Ujvov)AY#b|@K+x$SZMd1)l
z_cJ#eoA|c4sX(3h&qlU%_p{cnK8lOCjMVVGetR`PcXiSFL%ye3PR?s%bdSFyV3B1v
z&fSIY+vF1pHz<+(oU=g3;<KZ?Hac(k#53ip|7d{zp}K4_pxA_DuSXt@6~}I7eXIt~
zWK4>PjePrgz1(5;-z1+IBE*E<RF28EaYRwj$wn<~{)QXxGmY;Sf?;969IKONMUoqv
zE_ZKT6SHrA|7+X$lc;VvqKGMj*R|HC2~l*Ky$EASC;Jl9*S{5E>rd^diR+~{we=1r
zn{i)GBaQwtTDThfd~0_kT8eHiz+XPSKJ8;<(H53Ww{Q`HJAS_H_=VZ=Ys*x1dq?eZ
z&}LLED@$VIMDT)fTSu|WZdSn=ZnXIwb~43!npkI*@pWXg?B%R!pjk#UGqd#8wz0E{
zP}JS{Be89Y=3_A>Wye7+=fM%jUu$*Cz7++%00WwAoQ;!bU~Xa|*53Vl!=|yP@x}&E
zlx{GqEA>+b^#GaefRh(`*`fisi5ntHJd!>iu%mBmH}tdfq*3WK7X8K+zaHz)j~UGV
z(j4eh`_VJk`FGg=b45UMoKHlFVfW+3y{gWFjKS8@v}xL9er2?1h)!6WJmbu?OlFp;
zqx0_XC=7J)0!`JC7gCjsqUC^B@f{OS%g4mT&~-0BC*VNCj)i+TyWtbh>EN_1j@LcR
zU4)>-0h@w^c}Fnq;X29KL9~#vUC?-n3hF0W$nfX>&gAqrN`Y2txNxhuu-Q8Q^I^+B
zC94fjACRY{>hZMOutQ&JTH8RB^WNcoP;`rmVcc%&UM1h6H{p3Cu(uPvo|?f-?Jdzd
zOt%Z@O_kc;?jUf$R7PNm_82NnVv8l=6)341mXs%i{t#}LF}QC6L;E|=`x^x-$&t<j
zeNk35@9C&Nd}VG1QUcznr9@kUbFGE86eLMF)>09)Lb?RT4h~*`J=XoX*dZV$WsHC}
z6*~-Q+#x_=8p<*3cm8uCP=vwJL_jP^FeQc<*CQq>gA%<cvN?|HTe}q(1|w0XV26nr
z)6=83A(oI41ox(Z5O`Nnl@FpX>Xe5Nfw0#T8NwnsL1ZeUehitLVXzo>x}04O*}o?A
z?68Lgntc4EZ<G+pv>;0uIg&&)T;V0TGd&5r-~&A=`2FuxPIv!O0(qtJN1;l(5_FkX
zT#{XyHXL5RpM1)!)wSa?xjpR5^V%)3JTflFC_<P@pCV=`PWL(M$LA?oPv582vh$Y6
zAivg^0{OR62R)C)nbhy=MV<046@sK)m&HEZZO+epz6$M`r~Q4FJfE6f&93lSlD$~|
zZn*?kp5r&mGnK;$GB=OJvqyIxGG#M3zFhesVO&_UT2Zl`pTALAyiy#71v{uWbL#zv
z+GjHW%a}YquJNVtJi~Bwv#qgi5y>ZylJ>KO2Ia}zCB`ZFJ$vT;=#i&7E}Vj*g9xwe
z%ty%E2IEL+I*hFg;EuxpCW8GKRVDGJ<~9&{nXY}?Md+ekw=}?o-;1!cQ^ArAcQAD$
zn@mcYs&3{OS7)FgjgmCAVk*mwf*YRV{f}+u)yYktH@~E;dt!e7-G_-SnlcGFd$PoW
z58Qg`+`_K?4tOGfI2sD`Qr3m3APnwA9R&fKfI!v4&tFLi8tzVhYdr#tWT7>DI1;T;
zR5CHX>!I>YF3-NwTi-%0x$z>4t>13iV&(*}<^4$Y+umU)<Kl`|6%B4Bqx+ir)L1ZG
zNZu&C6h}FV%-8{(a>8AAu;5@JLh|s&DqK*MU<IHEonui|!23oZ2|y`EgtL10()FE<
z{W}-?cb$^)wIVT+;TXz!1Jw#dRKHm8DL~t3Z{EoTa)ZscE1P#Zk<yL;y~3jJF~bQ|
z+Z?dg9SZ|eHZ=^e%xhrqtRI-aRdph`)wzI(Rl&FxRyn1Z1QSljT3D&}*Pzhp?(e!S
z30FZ@Sv`%E%1@=5nnsVb^tDX%P1G&b)AGw+<duy*85fBtrKG;cDH4=tSN<88X=F-T
zL3JrDRMRWj1@Cz$kJi6o;B2U@PHX2M=$uO*su8!DWiguuykRl})4#3J2_q^FKkRek
zR2jd<+<@pO#C(s_=hqvl95b72dhP09f0}+7HP2#3<L!HAXJ4`5+u>Ak?k9yDjb_s%
zZx{LB3;s>^*PGw#qi=VS*vyysI4gcO3C=6SuEus>?;f93D&u;DMv;4bnhUuf)sCTB
ze1rmS*;0NRnFz}XkYKs#h8{5ZJM%!V#gX_8W&`<nQn`^__2Ds&@v%Ga?A^Qcm6hg5
zV|zlWAX0XqM_~yFZ3RA1_jvW_h*JflniUaYso@XHXR2sRD=e}7^H5+faxj_>%G-_0
z|C!?%@~XOM2}~c7a^tVCdEXgO-*QdEE*Pi&Qyc0E5nvC1H?ShTV1%H5Qc96ymEj-Y
z5G?!598o5+D&r_UsuQV%CEI}O0y9i@*clHqFsQQ2-FL|iw@ZlwA%G#{v4tQyjPF%-
z7$2;vn+VJPHy0>b6HTJ(oyyXj!Xh8Nd!x)}C>)dDVy-`{uQ6_Pa|z5~#J~+!myIsA
zV&`=i<otrPH1!$_TF>-aEBT(9C2u>{>m=T<mnrLeTqyds|K?h_bOsVIyI0eND(Esx
zrK=ziWU4{kj=wytPGhTpJqTd5`bk~A3S^D|G;h<2m^rrIfdrmD!U~KL5*x4-Wr-OC
z+c@{`v5D>u4<Ipmd~dyc*92MapKIjNIKD7YA~|W8xB~0b;?IwvKYN1%2NF~eToE$J
z&bUDy8!X#mUga<<ln`#UfBW$?{w5aObPy#cv~nCUd*`y{QuuJsHF%I^(2ZtiJ|4H)
z-R$$^eZrQ0!kTfE2IN83o`@qQXLE&zdwlod3-|T71>XbgnVml#{ox7g#un%dg>gNr
zkULAXW!~0%p-HyngZ{?r7a`Cj+oqpzJ7E6mJdpR2A&(rSm{&r;kA`pMC3PAR;AumP
z8K^uML<obZ;@Er4I;60_xT63Mx$a)d0ESpeVKA}O2XlA)R|DOh7h2bg|Dld8!?Vm(
z4<g*<D%{;cG>e^_G$;FuS8NUjOX(x?0{OTeW6>pefBa1r@#o&7(p+I-O1`is9OUv0
z093Y>tGw@su34gqMf`RTbmiwRELy4kMlvPDTzUtQkR$81SLb0{!kLf_oP%+n4ecGi
z7yigDxyxCRSUg#Hf4!)VzOas=P{MArZ1m&9kN35FcbJB5aHOtk5EBqmCTgx@(!tYC
ze`Y)t)0?expKUAW+7BrwL>{%J$plJO%1oH~z3`hY(wCf<ZDv`D9$=&i_S&9;{(VSF
zz>Ktw2p?DmUtlhU&%Y{kcwKB)pby>up#t}DZv_Ck=p`-CYJM2(aWSzfP}0%-dSlnw
zq2pV~ft(eK+bOaw_-J}w=f|N1ejA_mQOg2<u~78!;Q8f|FA@V??70$VBOK2yU-2q_
z3vfJKPin|noDTH#noT(<{xS0x_51P3Q2!3;_or3zQ;)9#%&t=sqip9Bc(1a4xH!pl
zRP1-3HBidUT>1I_JKWh@ob<6a`g@U+v+3)bJO3--b>P5_cqPDB3_#o{do}pZ3SRpe
zu8&1|f{+vC2Ni-lrrC>+vgV(qPB-6W6`&rBK3n;hNJkOEH!@Qv88|K*3WpJ@KFgzS
zuE1j({=9SfYDqf8cxCEL<L!!d@!I{Bqfm0@E=QPd9|72UvZ$4=dOYvBTM%LW8s2fe
z(>H$joPgUqH|oG0U9JQFxg2o+O2A%I|8{rB`=8u4hJ>N~PjMGIy-0a7{PKHv2oY$7
z_a_u7PZ)sy_=v~s!I3y@&-srI!olXDKdy%*6yE;&`09NUs)evL`Q1$a>Ix25czyNh
zn$%3{<4bp$Ib(v8YhU|uYR;FF2KvHtJ6`X?2lZT0uJO<XCYGOcEd}?4^28PMq(mKc
zv<Juj#azq$0#ni@-YWT^hEY8@jarcdVzH9lYtm|5^ox$60c+g?B5%yo#yf;o0evk!
zFI%)h{D)Fi=H-ut5kc>ms)XGxa+wGUzjXXGF7^}6YXoeL#xRj`D#4A>SQqHo0vqUf
zhIXw@e9FNg=CBgBIG;~>{)(aI6||LZrA=VU*{Evs0QN&6|GAPf3;}u{CJl?c!>%a@
ziA5oP3n`M7K!A2A1cZSy0daO~QETEZy)LFGlyQgzGZwro`=KTt)(MRPE>eIWMQn`L
z7_SZu8zhngcs?o*Luu6>PJNzxrKY@AA)lSZ7vmNAYqN{8fbXpPE(`%QAijLY#ocek
zQ35?gAoK#znn+a;FfyRN0(Jm^eME9yc0kt#tTM7Z4Uj5RzW9sw1@<Z+-G~|y1BwUu
z)19#0da}Q}6kmY?!LlQE4KA5J?`q-K(YB(jG5Kli<xf=u4F=o|M6W`;>>L>hIuvFq
za8PeFe^?sDz2z3j4baZ-5|IFFaci>%V}?2x3F)ycAQIvQ8nt6}a39k9&%%Cr+W@Z+
znMX-QEM4d=<BGH@sOG(h;X^m`Xb`=c7c&Wa6)VtA2T=mx1PW|tSa=%+k-pEt<V>rx
z582;8pKLq+7z7oCOcpg4#MP@`*Q+zWBu4XXgFyvO^GZ7FMGaXatf%i=B+U<;n&(=M
z9=nf39&CuS>J6CgAYDsm3@sX*eAspQCb$L|zEXWRKVaNlWnS4^`cZv+U&=?yrdj0Q
zK5@j)-y)<aHv8uMvVxSX)as}*{$7S{Co{2ASKatMlNV!uT#U?|8CjeiSOm-(zD0_T
z8|a&vS(ro$@$%kxIEd#T=LPO<Y)ewVwpTTNWXeB#-Ea3a^BWZdnHTF*mg0uD{5_L%
zR>X1JwyuC1h{Aih{GV^^`N=TE<T-tdr=Dkb8Mdi)tF$h8DWfPvIhRebp@F8q|3#MR
z3<bqM8Ly%e;8qy2^5jkR&AtaooJ-M<3O=R8tnt{~g5L9}Ba=iST-f{vNqa40ViGyH
zCAC3Vu;W8Y_r}#{3hs&S5CUM7hwyT9kW<L0Ko}U&N@hLRWd8ycbdjb@B|%evVmb#t
zXX@F+-u&Ty9IDl-=h#nmRdl#Fo#6d-p+mge^-JrQ>VJQD-YPlaa`1QP(~tDOdq54b
zO%eJ3K&IJG?6D~PGLQg1=5*h^4QZS6zvf)#jg#fKBg3EUkk8~LKWFiAfJws^-14Mg
zw?~l}w|IJ-QmYD0)T>2Yz5wSY{DA<kK`fk_K7wPJgxG{h)5cp+og^ZLu1F)SS1E!v
zLM0+YMfzDr2Fa~^^jI)gfB}U44qCZM3A8LoWo$!1!VVKqTThQ062AE!46?bAI!70w
zWI&f<A;{4ZlUypO!r7~NkN$06s#y$hh(&kON5nTuOVO*&7}9gCvxliYf(=r3>)Ewu
z56UYc%+)uJZ**|T{&?!mhJb;{&`OYB-x7o9BXWRYPc1NI3$sg*7}vHdE*hkQnc0z3
zIyI9yPDuP$4x#xVTq*p;1#fkGd2Z|IO0pvR{AYA)FHTIn$r5vmzZ6wBwp0*2lad_?
zTXo6U?u@$oZ!*)IVo;8QV{XIWo%jcxg@v}BTTGZWP=ta-f~L$9CmI`?O6p3#aCLm*
zYrK#ABE#DzDqf^0Qz`bs-o)R)BM+6k*iGf0#3i+995}1#{KX($J@oU@V;<o9fV=AH
zOLUdQ(n7cy?UfLY5537WmhRB6C0j+pSl>cpDH0LfL~NQe{J*M*Lh|Ik@HLm-{Z_``
z@)-z!P;?>vcgrrV2;f0&W0$;b0C$~)1&iT;w)ri3f)zC`+~h-o%vgsNF#G|cG`kYK
z51Zrk$SFFizH{^lyVS~S;@L;Wg~od%=X2ifyhz*Yeh5Iw7Ub!=h07CwHhb@Hk)PdG
z-vEDV%7IE$aY<rUOK}Zl2D0?`UfQ~A+FJQ`4X^_w#H*f(1Y8Q)q7JugX%K*b9ymtw
z5jyp{MBb+;<HGkaI8p>mv+x4g_*qhWPlE4y3V5VU^ciFZ{|oBR437Xjf~~StfTw=y
zcMP?{hho8$*Ic)-NRh`=RHI0yLbKa;#<%S_@aW8hi|9M4D5d}6DlYL}GX2wcKIuAt
zqH^x>c2)%z?6K@azeRHU;_o}Cr7SaMp{aaO3a5R|FBN59vdO-zl-&`U*-12gd6rey
zaQp6`m%}bk?Y-=|fmF&?EV%>_a}fs^0x3oSj80uy-9$NZ1^%uH7fu)20tv|@rOJ<A
z0;?&OqTg-b9`@F=&q}A$)6i08EQILXzGY$brn024w4}W7Yx$_bBT<8=_GO=0%AA>;
z9B(_n%y!H#rPNOL?ds%#K1jdhA(Al;`=>kITr9|XlhTzdz2S!0z=ZaXxu~uh@v1th
z8c&H@AA8b^rJdEa>fU*&SIaen>-k#NqSGGy+}qz6F8Zjy{H=dFarVb`YGI<Lv10Y@
z!NHHK%S5+nZ=2bTn`W1Z=RWY=ZRwfG*L9yRG@W}kS-MCHc52C&;KL$>s+~`<-N6~C
zDT~x<uctGK-SnaGhIJmdvDjU`xC8B2$0W*mCWa<<7ZZ!0bRwuy<DGinqp-)8e{F<I
z3dn#j{Ozg>^%ykstQ>IoxTJ`=d>4254)NfRF$X_mi%^s%z5%38pSnr*F`<pyI@{@M
zL_)(bulQ6U5hteZMrw)(Y*(6wqCeso035~yE%8_;R|DH_p$gSQzAJVzCJxf3MRLZ)
z>{xV~opbJ>Xk4S@n|g`F7c46HK5fcyh}VOrOvNy`uD7Z((G=hrVTUdEU()h)B1Jg#
zn18(>7u^^&z9pXMnql>36b`|&Pp8*~=9vQ%=5DHZL`}-5*9Q@j<<T*(7n^csVF(Hk
z4H68a<-3#UlvU(GG0XSHp5FE)tbc-XV%)U&OTC&|kCEYbL+T~4degQC{Tlm5znW>5
zsO96pG5N_%FURp0+CW~@uX`eMl}Ddd+$puU_r|9#oOQP`)8tL?5jOhhXCsT8z5FtX
z=<BeEsit2XwrEr*hV%iV^jih(5i}x@)K9C|x^s!+`7$XNxfgBF9*FrPyU02P%CqF6
zbTg*QB<G6jQ>WT&;0bg>@|UmGPJ;8xuEt{^ecrYI_HnRO=<mq**-u@Y%iRAs%_$uZ
zj5>!=VuaA$yFj=f|KI3IiIq0M-h&!kN*Nu<P4k>~D-`F9=W3DZ@eYfc2G=<EvseJV
zU*@A?YzFa8gG`gs!XfpVYeEx$zLKYM$L)yXB}OFdUT4YSd?4Qk)RKaykPBr{HRE9@
z^8!l*Q$nnb^n|vRd_-XLk<yCU4>1BWyg6~V6Lpi&nWXf}B!;#!kC&C4lbVxoGfAh@
z9Y#p%yDB&2WSL`6q)pgKwme7mAUnGrA5b5*b)!CZvCww1HKFht80f34s1KG0Z$fq{
z*!WcO(4Z(NZg<T~%Q2pn<?MKo7^sE1P1Snp0wU^i@b!mx4jy6;1ma#2hfJ|A?L$#Q
zSW4e5Ss6jCpgR`d9Gx9eN`u^_`>8NI8XCeROz~iaZdHw|KQ^8`Uz*B=7`-x)qE>Ct
z+#IomNKn=bs;*vv`4ERnCqq|@^)f_kS9&ww@_f&da5^j0@~Ya<&*V@DZk{VQ=|q-l
z>XZ$IZhRRUB|BC&bgPUSb(y>vPutXuTBDr#S3O+Y?>zdkTo@T%#J)fH#Kfh?eA_jf
zcCU>`v??D_Y3oX!f!uTDzX~$Eo>tf&#4TeNgvWv@HlT~<iumjLaeen(REWdUMUIY=
zqI}DJ48TG&`hf~w-!pnYMufxkb$-?$B|?4(2|C?-ySv%m=COQbc8#2C$Nn4Z6z^nX
zGY3*U^^8fC9k`YL5skl=@~vkh;Q~w{O^|BF#pjBrPYKo04m9&JXGf<%82@0_(^upC
zjh<_=FENHx&4TDcY0FB7x)Z7)C-q^^NwN0x`rI=FTvq5{@6Oa@fRo>OkwPBZ&%XJ2
zCiE5wp4c4m(9Kz{z35aE{@==yK}QFf3;ZtoiOtnzy_vHP`x(gxc=O+Nzseye%bdyQ
zsngF=e?3qARV`avD^dGJ;!B|3Gj|hTI0xKQGJN<X6t%@avMn^SZSlV2bB!Ylm!(8H
zYU0_IiTlZ~{hX3>*KK6e=5V#XTaLnO!tcxhDdFI&r9b1mP}C)UXawE?#x6I$M*^Ht
zd3Y11=dgno*K_#wd0W8I%HNM61z0c!)d>L^z^p(=|F(bp$i@HL+fLFaC?7!=(S)8a
z?j3<A`+kFj<uAM)3a|gIY<w>vCADOedmX%(TiZ4toqhZ4Y2|!FbDk9PlY)5uy?YJZ
zGBw=%BumkMdVeOaVRGxz%xVh!*82{HwJ+<qPBB^WtGhK1pRVP88SOAgLsd5~J$7Aw
zDuI0NU7<+OzGuTG^h{|&eP;SMeJ9&P`hM2$af%<>j%(wq^bNz24=LsV1fF|2;lQ!O
zB1Oly(!7q-X8BBH(KTOjHmt3YJiwLu-`wpbWk<8nfd(agkP3(sX2WQtywDQXnjEIE
zIE+MKi8(}GVf%jnu<@5=+6O~GiJit&0^m>Sp^9-~Ym`X9z#FG<C(hDC5Iu3!OH^1G
zx;i9~SX3^ZepgMy&?xz~-IY@2e~p{GPsRgcVJV@gK`NOP1`0^8mJ-6VJK6vyx=E?b
zMdIP%)7>}uCJ+6)5Pe_k{hwE>A_jY8o*{gy4N&9H?}_~LBEm(8q6b5#D5;QZ3*|#S
z!(bS&+B`@OA_)`eBw3NoqYc9KoKp8mWj|Y7Xo^~bhXw$ETO(?IDi!&y(*JRE)=^FV
zZ5U^?)CMA;AR7osmo&&I0R^N(Iz>vlBt|y~C=F6dcXxwyN_TgM1IKuu-+Rvffde~d
z_3V4!*L8g^++};bHP9<?1<65)BtCW??4%B>SjCe%hZ6#1JDvo=1~B(=3lhlBz}T3M
zgzPY+0W9`bngax1vMX;43?kz(9)e-(*3d2EonR(r%?x_^nbdq=U2Guf`6@w_0}}uy
zCFU^de$1S;cdjS3z*+bYrD1VsQ|p0~!Gwg82|}s!_8`DHD>cX2wRd+m=|-@uxuMc2
z3y7c`;E6oLZF<J##&57^Eiyar(v*8HM5HP(i_kY}EUqf4|LI`%Ue;Aje_*iU=m~lt
z(kJ)za<@KB;Pd08#YOfiQx5J|ZhYoKRQ^OXQ7I%$AtZUSF*{77w$7AniPXO*NBS0m
z&GyZEH<HtmUtJT|@YiVU4PH!EU49%%5pY~UPOPE0T}$Rl!p#`+l{At?4WuOpRSe=v
z%T4TaPWyN-DtON;dHy=r5V_Pxo;kkPIY^<{N_tGHK~DW4ohk|XIN>Sjj|x-I<nmKB
zN=tWv#nevYqJkoYq5hF%e*4Mq`(}Mgee09}Z|9vcQj&&RC>9=!ee0LhzwAHGT&bEX
zBT4@g9|<xfBfW>ltuL%FkV@9BKl%*NlY<0Ret@NJ@yJ})hI*;)2&^kNjgGV1_s<69
zy_7MZ*8pB@n7d+D>4o@x@VW>SY9xWQ<}Spl=+SrF>)kAY_>R$s1O&nB>h2aHj~MFO
z0!O@b>j`4*&w)mWMLCB@(l#ntd;OhIMNvYl0dRG_REUoUe<G_}c4n_V^&gQZZcT+5
zG@W@4k6L_^!#;Ivc99A#2Sz06eR%;G(^W?(?^-oB^*!n{L|9t7cMt92o@_3+#&@~~
z9s&N%K#B5bAr|k`mw!{da0l4Jo_&`Plm&6yaz9|yzgxM4_1s?uLc;#8K{d!2D*(S}
z6wL2GbVWq>S|!9ZEEo`Os3Rm{5Vqb=q~E)GKLyECU`p}eQ(#(}s5nwxpkTli2$bW*
z*0Yrq$%cUmqJY5Qs=~e;q;ZUl5#vD8ELI7dVsI#{Mn#dt0f4o2$tmJ)DamUr5Hipo
zhm!)ye;pY8BPYrfFeZU%tjuns2?$d%EHl7QpQwuvbAua#L&v*_8%`(%BQWL0m;53L
zpobZFNAz8aQs&5~CcY{CR^rd(TeiK?Pb^`VQ<|ShUbh-E+&H8muX3<3HTHIsadPzT
zTi7Zox;knaJ_;!*=}Rw(z7@86<C(#T^ZHk?k3}(t*IW%n3k<`T`G|ego@>}@V9a*(
z?P6?Pi#UI_h`6<Z`KPyM7XcQL)s&vUzBDlkiOMWGYUx%=a|~lDMgcr3ZMh*mg=KYV
z;uny?&#ZnD;~5|;6%8O2!2t?|CF2FXW{$1FYOyT9@C62j!IJ}4LOuWj_bc~+xO(f0
zb=w_KmSl|ikQI%@d)$hleh+&U2yy<H9BhKUNOcP*+JTZaq5^>&Cg8VWcNhJM<JJL>
zy{H-LKuJdwYsSA4U74WoTe1BW{g!G68ZaLMqQD(eyiTGzKpxn5d@63TqQAuRdV(Y0
z26&a&Qi+n`$=`Osm&rmXK%Ap;4gt^-_(Uu$&Q>hWPpt@JOZfEOryf3ZsK#capyvMG
zu%LcCb}yVsRA)HTwjvf<a!^zCi+_AcKJQn=*_6iBtd=1FJor*1d1s8yqLpGWqWUDG
zf(FOQE@UyA*?mWV&|rwKNm-I{_SaiHS>6CB(Iop@B(Uw*!u_BXhUl*okU?Pu83Fak
zrH`1$`WR+Iwg9)eak8~VGN$r;xBjbScm+|;h$AwXl%O4dT-&G!=(Ca=QP7(<&;yRO
zFFE+}l=wx7HDgjE5{k$a-V7+d9gtC-0FuBFUkLQk{=k=&rUV+y%4cB_iwQ`w$P6f8
zZxacD0!>}9-~-r`raS@zh2Xqg#VJi(1;w&Y{j};SW#uLPDyqCHnjedbsEP`oS`|>+
zSf_rnO0zmlwmM8X+}lhi3<-__#nf}xeS~@8QDad^kkH@`>5g@&&8C;yh5WSmSZMaS
zbf{{gzQ#;vk=jY0ou<WhnX>tg^YVt!kPPy;ftR1P62@p__u0|M>Wz(s&*|OHF~@T+
z(J$ir%if<ZXI|*lKVNOT?}@R?msk|YTw3yKDL?dZ|5rJh_`)ta)4l}$N8|p3wD1`i
z&sqziuNj35t@ZSpF+XJ;n5$&9)04cIY3bn*ew4;*=B1V^^0<4^R611~R|5IQZY}2>
z;?z|^Y=+&1?cB|9dmn!X9P1r-Y@T2>hKr<I?n{sV&=k#*O+;O-s8`J{dTA@lOA;sn
zBQOwpQzp>+xsLI~4Icn~1W6Z$Za!1q<>jLEgU)y~#`#l*d3V%-3DXtiFFLIfnqS0u
z$DLYd0^T{HMRQ?C-sh#SXi6rJ-y-SeXE3|Ld5(#FJhr*ai6%b*8Lx!ewB)hr&&Sp>
zFbFXI4~Fpu9{i4~<;F(RtxPg^4l++H2!)%ao0}0)K(I06Oz|YC`sQ%D__{$XQxoh%
z6Jm=4^uNOsHhV^0Kkjx-KI#oHU##ZM{x0;9MXT>EdpGu6!_!w?@?0uLHidO}^c?)q
zigHzTrZqfj9O1f>sPOOKJ5jd_&O1dT=}MUb(ry<uo{#f}X+*7xdV=0=Y`zTp3VkW=
z%T5nvl84cuO^9v~9Vje+2}RjPs<W+cdvg<Wn5KMybK2yv=V}K37OyM?s|4c=gB^74
z@Fai$pJwA&L43=2Ja89t$~(~V1kHl>Um_nT*Lk=`VbxHtR{y&hb#yAaADb0Jf8B+8
zs85Qi?Aj+IK(o*7<DWZ_D7rviEd-WJntWS>{wZ89X7Dyhj<b(AvLoKdZgnMWDVulj
zS+Dm^U)rtzs|P<r;C%j!Bv*l9pZ;kPeB*bp+dKwau{1#iR_tr6fJo+d!3(cV*02Mh
zJrzM?ZwMNv*L3-6z?@q$&Z7O&+77M(zE|=^ovY~AduZiP{X!iMU**r*WBLft;pd>M
zb1=Ilo#k!o`z0V?)WIL&zK-7<8G}STupvXiEe&fCA^G^g!}~i9S<Map6suK$&O|^2
z3Pcr)!3K?8k*c5OFWQBcenq6^wv>AjK46Rj{ds^jHtfIAatt^`1#~D3!!a-=-)Tr;
zTSYN%J%lS!5gX(>PQ6r2=C`_7DpcQ9N@EhXYx;AwuQrwEZ;s)cEUa#FW82$!sll*Y
z{BBe;F1?gqSY63FFJzdVc>k$&{FKJ7l4_dZ8y__J>)Vu%MQU|-5r($QPdF(meMcKf
zBWHhw@KZ3kXm8mTvMo)hwA5Q1ua6v#9Ur!Q`LwwF?O%I~!`?tgoPBvZ24K{p-bFiB
zLxF4KnRkQt4i5&HQu*}({Pv8VEE(<{z7~49y3&Na&rnc4HSlzMIJgX*_4Rex>`kgS
z^l|++TYl2w>9l*jxme!TaK5oVz3a{;NzmtROfi8t>f9gu487kw$Zx*;`&qoUbW>jW
zGCL+jS?`d<wglZ!c(K_Rfu)p?$*29?y7cuzCE8qhYJQ~jeo++9&COtC*~db8Y}%)F
z_U5m_V*CC9T1orn+F)T(0R}M!IewJ;U1)b~4Dv^YmJvhir;n|QmJE#me!sclm1fxi
z3s=xwBnc5vRxkbUKv7ZL+%?JKZ^_8MUQ*x^?Vz(@((dQN{zZbK;Zwb&#Sf`Cr$@SJ
zczvXcGfBsGrNVQIF5Z@Z8?hF-ptpN7DcxXBpr_<=!~L(ln2+~q{wXaG<T*af%tWIv
z^5MSs+g}CeZr9zrZrAJK7``xM=xjN{>-yk2lCs?QZh!l7m&+G*-dk<SjJe68o8#)S
zeS2y21CBr+?K__Z0GISIzy;TQig-Z(TW!DHsV}E}xLZS4vn92QxL)-A{`dZ`n@?5S
zN4XD<+MmCuJJ~9^$a^Lu-ZUUIgAfLPF8byq)}UWr<+$y<q}9oAtl@n)x{LSEtFqZU
zM-A$gCe-V(e&#Q4o^RM$xZ7Z>#liPt9_yHsz9`gu^qbH$W=ocKkO-bk`vu0hm;2N2
z{?X9izT4CA^Tp@2=Gt4P5#DF>&o*iq`<<P$e((6<q-izS>z>qEr7V6NcdF+YTCOkC
z!C>#HllXe<|3eg6^SZ-KF6;Lw44jR^ibF_tfh!f@SiQH<h|7oc$!wj6F~7(#*?<IT
z9tFwF-$-c8HQog%hZBFtADfm8>#JFYJb_pojR!sBnT+*XIG>82Uratu>^ra+$sh&}
zF=-zyGjd($BR)PPY!l$H5YQi)3rI@Jq>mbSGI3ql`u>?m?N#GU>;fl0Lx>|~#HQpu
zBYqHu96q+xcP3yCQzD?~6#Gf^{lZG=0ONgILlx(x?i&GfL%<AIT(_pBgdR!tcJTLu
z5%sq>sQvKqe0~O=*Z5EPdA9Z7K#VPb-vQ?<Yg-=v4R_H*OlV%dap%zf+GGQDofhAk
z3M^Z|%aE6lT$0|C;@^AkHEmbnj!~<%yfqa)!|F?l-!oEYEdi4!z|18{_Js8Ve&vQp
zpozXo;tFSt0t{?M-Tri3fKcJg_+<XTqD+Mb*96<21)n^^AG?w2y0~nbLceqr3k^C0
zyBxU&Yad2%&XSX8P-0v<m(iapzFC<cM7`1swzP>Hn@uvDtEg))+%Q$R?wwhPw7aHU
zq~>(P#F<!HZLMt2-}Y8M+#ij8xsWDqQ?jhr`q_EEs7_42M_z}rx=M(hS+E0clVY?m
z`KD5wmX0$9?Kb1<HluJ<LOHK{yP$LDz}_mHXsGi;K#P_}L7Oe{@lcf6FyGXyz_`kU
z#&_-b6s}iZcSi%8e%{Ff?``jd&Ktk|9vDr{Vc^%3Q=QS!>rE}(G#|aH5V)*0yA}R`
z$64|9%r*M*?|VYSc<QGbkjI8plpi3J8MVChj0{49;K^=E<lMYSa%!@b)#3Pl#O00x
zQ2)V_`&$w6W(UlG!k8g8Uh}gQxJA(1t^;0vz&aW15`i9L_JiU-dIQ6)9SBeMDto{(
zx$tAb=fv!c?vSYI9*@CTwUmqO5L#c2N33y~nEEux_ItVBJ4C)gV##!+s&%{Q2J_23
zd|&n|H_KjO|7p)(b5)=nash652TsjGSSrx^Y&!f_sC|SJ5wkGx;QfGiAb-m`uvT>k
zysC7T(b|i_?u)@kteVOpuiG_BA78k(JV^bHX>y|au<I(~Abf^Ualjj=W=4XvWV_&J
zs~B%7Hts`(WJlrh1x#^jZ)Na<$QmRdnAiaToT7&w8<XW(I5wSM!2hMrApifIWV%xH
zvdnKJf$v5@pAnZ(q?6D$!2vFh*mO*%Tm<niYBV%rAP~}ujhC_n^D-**j`)t)Z~R2D
z*9rY4@t;CfV`~KINV8x+0T1yO9sMIISkN9S+leyclv7}pI9x%}??sQ;S-{$Yq)^ys
zC1r+LDBmIl18*b-T?b(RzzdNKQ)MO(jF#q!WeJ+&b3SMJNTxo_^xje_tv8j+qEy~}
zeA>w@h25#vV7(s3-o?el$iO1V`-=gD3>{`YL-Y?@_Ycm+X3VE2P3tBvs;1AjinQ0)
zRJbdV(mD8k;@ap0Ul%^AearKNht#GkPz#51MDHMN|1hqqgK=d*d~imjE8>aNIXLp#
zmEyqq_LGeV2s8T;eo%y{j$i?E6YG@0_fHa%9q~PM0Qw^Y`rT@7*FQ!DkKOV~g^xtn
zSzr#^1wzG19h!*H!Ca>dSs03P)rO({0o*ftt^*wkOD`56O;G~k+c`Le7Ff3@wRJE}
zM}IrA##yIyB%x4s`$$UjxC=!WX4lZQ)UhgK&!fI5r|jcj7ZHiei>Odftnb_bCnh7f
zza{X+{jg_vBuv>M1~99Em5P`lI+$V0NIu{eYySbbfA*(VbtN^w(xVbuqWC+&Qb;@k
z->ma4uJndmN`QFq8_qtH_0Nixbe+=wi**NJ6_ZGX8>3BrWzW2O!2yJq@!P`$XYtT<
z;Q$boyiT%+u@|mGhoqZ|NU<0Rh7vj30rH8}4~|YaRp0{_u#Q2++FB&zf55U${vr?-
za7O4MwyMH5E@2kjmYP{sR8BG|=s2b3I-}<NN27XHrB+kBQcJT=L$yjpi&s;PFOQAa
zDuT!tEh(w0B>4y%704P5R4gGSA2Aw@OPXKc#I&lY0&Be|O}IPI8qH5l5Uir2taAGD
za!dt=5Q6AzDM1w+mZt&KX-!3yA*tbcAt{N8jdd}>F|-OvoiqH#hdlF5Flja)Gm`G%
zzK*WMfjTqYfbKw!ZZZ|T7}~Vlp`E=C^T3VAmWKFPUy){cM4zH!i9#5O?ZNT&3>--u
z^DaiQ|Lw4ThJl8G+KPT-o2B&OP2GvlYd!Jhs?E#e=C8*~&Ze_JzBT_%Uupe!b&_G}
zb}ZCtb~wP{^HRVSdb%%!%R+Um1o3w)DBLlY?#;ip0sl$Fe5e3$B~ES$=AXIVE$YU$
zFmgFMzxTG6Rn)#1bffW|psH*UpDX_o%*9|-Vz6a+uo*B66@z(T>Qf4Rm_yMm&(IT}
zgFjlqVyswyGfXcq5clxB-Ay(n=n@+u+2Ga@COHz5Q;?Bta3C<S(`sBGBbNzp_6cw9
zKER3j^<&hgzkraE+||DVZ`aiQCB*+VWJ@|b4R~iCIc3;A+69V@<*Uu|7b?|lKMV*^
zyrsFswy73k`=(Rp$T!42h#AjCL_bWmo_A-$^koeN!9)d;Zv4lc+x>4s=|M>oMGnEK
zzM%p!Fiik--rLmY*e1yV00N8m`EWH2M-|P7`S&olx)-8^TYe~>EQk0~MY4HWM@TWq
z2rz7R{rQkrTq&<GO+ClqN(5(~=xFR!d%vKe8!wFbF`6!X@XC_qeHxvhXX;kaK=tqU
z=}bJn@yLer9JAly(a+fge)vIUBk9nR0RU=mF`>#2=$tSH@qD~uegt{IPAMqBmXBid
ztpNQ<r5B^YmD80V0MfxSw-9_xd#VVDGZS#o6sF>(2^xfXG7#l;@YYfcE7J0$|AWAZ
z2)~i6I5Y9LKuoe!1ReJyeCqYZrzawn+Q5P-u{*O~YBbpyy!%>v<+UrlH|@9f?0&uc
zg_;+qJ?FRuw@n^YL=-cuvH(G2)p_Hz5q+}xYdnLr)!AV^Yk!#z8ru5A8`mf+fE3|W
z{M1$EPagUQ@cey|(YFW)W%}9RaZhgYWR2^eQC0P;pO1Tr7p2-#%P9wrQysNsTUfG#
z&&JyNn`I0BQ9I_YX}#eb=<s^!>Lz<ZpeY=>I@XzldoFXk8invUyxsn>S6{Lwa`pfW
zJ^tf#(zyX+?;y&GQQj;UmKR`$_o2<c6ZSL|p3;yf4~ysE9-Q}IOjMc3asntz{4@zs
zJ7oHYdiLQDlW8|b?JphhBm#5RZae;-kqW!W#)Auf;6G7S4#LuwN_+i4!bK28)Gqhv
z+bqt7o(Ce^x|=$}d+53A9)h^__r>ueR<%h_BBvRAY!WWU9)`ZK+_T8a9C-#5_dC<!
zf{7po*>ho!$Or}FXwoOUkKY;KML&5A<svc2<(caHinkcrsGj%keJ0&2=e(to`HN~x
ztV@iXv6Niwt#0qP{47>VAD(guTiFS}H3+`Fb9tK=&!_%2qL9I=fWfMS-J*!qu2jLD
ze_G$Xo9Mja-I@D{L1P0u<IikZTP|Q?22;Ot6DV7mZ8|wi47r558o^sO(J6o^<L$hS
z{5$&yx!wium|T~AaG&M!_PM5+6URUS3O6Jf?uUczA*tVfMjT|i)QURltlj<k8HMT{
zF=}hM#`Ft)>28D|Zu+}(*xWAOcE7QHoq1w_{yjptYAAf4ObDl0!Wjiyy16_*w7G3@
z##%?6?f0cB3u*<5+Z5s=*X8Bz!%t)#eD_vo96c%Np%7F>{ojSQl|!f<CcqIyhQ4mS
zZ*Ee>?u&_ewYZ>cXD8a$xb2|4nSXr!FSXdMglkblb4lHB{6pfRVd}DO{Ipv7gj)Ja
zM361CX~y^>Tg=}14SFY{g(JaJLfp0x0}Xm)xQ~N2Q4;X3YtC_SHrPLjp3c1Dd%igD
zv;Hk(HU{Bz+I9YWb`;@$x-i9cib5UdCOvpu9A2KTqArf=wc+>YcQ`_D6dL#H;P0yM
z{c{u)c7wTXgu3}>Z|{q^yc+=k5x%z<vqrw2*HdGD5-q4W<uOnM@)0sLGxGr;+l;mS
zJDC?;MIo<e$1=rkw+FsyEB|OgZcHe<+dnvLPv$=UUFKW!*W7;h_n}Q)hnW!u{AbTh
zZ-{1@zA9~94U>~6u+TF82gH>);EoRmQPK&w`3DM|Qtu@#k26m0LVc)dZv@2lirQBV
zodE*f-QDC6H%p7arOVsN!W<6*FIWjJ=1nix;^V`5HtX}4{x^%-oJ+JP%^bs)ddYuh
zRO~xwA-52st?mFN(1{P*(p_Sp{=Y;zJKY@s$#MqP14bNT9f>n=ASwRW=iWf_7E#Hy
z6iVq!+Dau1hh3Pk#DYUNl6+{}j~q}=?}o&`Vu462j~te&UYrj}V&6z`gYjK~IVOeN
zh1at}E#Q3~ZiXVEND8et@AE{Rr;;z@0`OQ~A<aMHt5IlYzpR$0`y(0F1@yA|@`|D~
z-uDzPCFDE57~6V7r;6Xxn4^;g8>Q?e4W|kVU<QeXF^qQ{m}Af}AJN@zSc`)QJ1KpE
z8Tdd96X>l2p<86Tz#o!kJ{sz#1+#>u7bi5%7G0K41I~gjO-@XIc33}tROs^ri0^p;
zVWWiigpwb`^=nh*mxK1bLIm~`+`<zR?PaWze+I5uURk3}K%uP2fkeIJac%vAjXjxl
zabviK(jEoiA_+@cD<qaA4}v{xd|m`X5?fGtWcCFuwu!9_3za(zGxt#^xL%b2H=Dm6
zMq&oY>>Ze<KIhj>^w_=<1Ag~!?AG}mgbG=LzKE+NtQw`b)2@YHEL8)hAR#>im$JGo
z@B36jVw-=|Y<Fp_TzuMp>;K$f;Y?JTWEJnLDG&W>tBY*4yKlA2@2sqAM1N}<%sABg
zOR-&NkuTUKBQ52kslU~f9JX<mRq{mPTN09q{U+RC@5%Ni>B&CD#tGTlLBsIC%2?;e
zxD5UZ$ce4<%U5P3>SG#u21Y5kak3GYmePNEOCFJ_Gs=!oy%g}u3A(xpzq)<Jx6PPh
z?LuLKHn!R@8@qAdDbZPj>>NI8{lmuMpemb;`0V2F*+u8QhR4oe#m}{@WD9hs_)26(
z#uEFy7A~$LKfmh-;oEuVo%cU@eU5^{H`cTm#Bo87<QvY3*g<4gD~ths#4-(-@!wur
z-+iTru5`jxq8<1${>$v9z#$!2op7Q6C^Oo>-9*{e-v%4h{zqmp{9m<r0So`ugwsWm
zK^6|@xYEDFduW5#P<y~4oz#K?=08*nTyDi}<23NBz6s|Y)`M_OG=n)`AmRmLLF5*4
zpEbp53wC@<unt{wwcho-|Agk<5`|neBgN@GM8@${1NE~K6iCph(t9X&h-_%o*jf%m
z>q6t4%p!OQV&IM_dk9<$_p6ruA=ByH>GRT4ppoCQzZTbit?kxFD@@Ao{ZfJCkq9SV
z+c7>1TNPMd1=4kkH|*|sYX9Jbru!iE<U2!lJYT8=tY0PyIWdSIl*NpHgrAK~jtv6T
z5~+0BH;+Pr(h7fa$%vXj40ZfTQd4|<e;s_DV3=dDgkzLM7>fi2ZhQfX_s3Qu9StUq
zx$ywUlW%&gF<UQTiZbjwxaMJl?BogOPZDrJIO{J0wm9f<Fd+fvbTW*ugWf4Rfmk^4
zc~&)vWYi!+q*%eGKxfkb=c^o;t&F8(g*=7nA0h>*oT+)!DRx<9e(0-d?+eAD6z5X&
z?V~@_`ovFH1Z)vp`LR#L<0ghSCcEM<bJX5#OwBS`YUEk``Dk7;rnnlLF_E4&uN%8u
z$y#5`P;SZJ0FV;#b@p`<rrrs`&6&!Tv5<6itl~}v8hZ!hPlDMJw>SY`t)sG=dxUdM
zbX8?UMGZcWATc-3m7qDh$sXtA)Xnt76%z!XcpAq~qJWhSTPm1@9Ggsnr2pXm=GH8e
zKmI2<1gezZA^84=jyNC`z@#fMdBD34zIzr)#7FvI{4)@Vr+zQ-N;bApGA!6+jvFN%
z-)d2ns~Pdl_1XFZP)Q>J<E2!&0K&FU32mpA?9}v2zom0j-UfR9EVXK=<zWEy4ry3q
z<5E=RA02m6^&tgtu#r&l)N|%bJbF|Y(3PVoJE>#cw(i{nm$<+&695`$$$kAVfussI
zqHO|o+ZP|tgpGnRTH&4r)_e~p0%`{dF2R!k3mRy#C00s=2q0oBdq=@;U2AySO;OD`
zQK3~ONfGJb(RQ5@@h}8z7%D}~*G0tF^%gDpitHS$t17EI!L%@klH?lIhtmRGs!<Ge
zk`as`IQLXZ^1jwE5gStnIAx{-PW925$XVz=6L4UuV_U}CwhR^>iLHfH^F=C4r>IHD
zLx*CeDboku#~dl=wjZN#h9$c%ks_TTsUV_ji!VhAuo)S-C+y<-{F;xDo$n2LWr4%J
zt;HK>#y9G3-n<Z5_LH5>pKxtNg9+Xp@G<hUYo^8%B=Rb~P07PQ!|E}FA^m05bEdva
z0$w-GoI;kV4wSziH1-zgskP?w;l~L{6_Zx##P~^&!!s@6BJIlfg4p6Qe)g1x;M8Qz
z_{7J<gAWHhC0EHacOf%(vNK=$U?kmtW;(h?{p`kST#R)CkBCc-pVD}RM8EEyiL*Mj
z-P-$jaL{|9^Xa&{$L(D0WxGmdY|t9Aq+uBKr)7G+m^E^Unr+6NzsAnybg|uP*HZN6
z`LfsAA33}+Z|}1u|G-^w^wyFbG;^{2;b`TxrTeK!tMg)EY1(_+1L2iL&ywbAdAZBo
zQsU558}R1>RE_Vl{{lZ$JL#yLeW9KcF_xO10l3}bGh2iOv$;geL^+yXu;e@$hSFm_
z>q6OJQEGEu8aA7QW>ML(1nvD!#+Gx{+yG)6kGfhThDC>lLGM{7S&$^YI*5RNmXw~Z
z<RYV#6ldKO%MeJ7mN?b2xj8d`Sd-@g<9q4gI61RRIbrO8G}a<yy1<+m@VSqo^X9@%
z9k+BNqrB6J38vkF(2Y_>x?9W?xDJ(U>Z=#SL|r3PCV6++9dMO1>56q2nvUjzOY!=}
z2$iY?iv&Jl=0hM1)4vs_#*9r5D5U!&AD@y?q{OhRNr($oOdfNnfqW|jl#Ho+b-8nu
zp0Y(>OA)(jbJry96?ob(a{;rf!h~wdM}?&N_$2<MINtB+`GS@)eZwj5rt*fAf3Wg9
zUMx92wv>;`WEXeCj3S7TNMB9nG2QG~1g+sQoIhGSW2FOaddt)ulLLO<bFk?qgK^*E
zyf2l;ei>8-P;7X|&j*<NTI($ynw@Biu(O^YaA>Lzm@!t!M}fw=yGk-0-uu}*o!Jk<
zA-Lo(QmSa~e$Yjmn^dO+Owku0qD2<E`NSP51E~OJ<+(R%-b5fKZ3G%45w+(Lia})m
z@6TG-(-?$b)9(y-UpfBVoveWYmYP?HS7?8)ia=ZFn$+g=)C%i9wi}b;83)aiF^`NR
zOhUJSkn+$yg<zLBk8eURR{kt1Y<52+>8)**er=hhqr|@=a1{|Z-nP@m{wqe(#s|nN
z$XC|;4+Fn=Cb_nw-w~ToBY%Tdsz%{zcPoe8(Rgk5WU>zm#0cWH^kBpG7D;L`6&5B|
zk~^<+FltuRlkO6NZ+%8{-=mJgYRf59zOSc)AbsD*B#^%NxYh8qh!*A)X1F&9pCY)c
zsGEX6u=vNV#~J?X8HsksTO+ZLvE9yq=b-{KF%SQIfVn4}61@3ENA8OO2>>EIVbPM0
z1&#l~B!Iy|;#2>NGP5^~eGxHv4C3#}JHe0TzNYZHEk!+gysP*FvkuJr%Cb}DiO-4H
z_HBHJSi!q@{`QS|Q6+WhEoGR|lKD?rr=m3XKR$D*tD~1Q>J7=Z9#W|_D-wQY(~xR?
zt3wSm1BRVdDv;>JQf}j&NgEj2+F0q@Tb$g4#2YC6YEGTOcyKVc*$n>bWlytwzlZ9y
zF9W#C`=yu4_J85c&gc8b{?N~cD2hw)SFX%k)3qx~2}wWB%=?Rj#@}am$Ns0M20k}u
zeac2FciY9HTtAk4uCHH@m#;1%i0^=B8kl)}9WV3$X?MtBc7iEmmf_d)9RCquOde*c
zMZMnJT8U0hxfGb)XW!h7EgX>4PW!BAxi_@Z+CpPo1%O~lcORkNBIog5Q(gYwg_SlN
zFE3A2w=d91_z=4M`d+ko)c#bcx%B=jvF>r2Zp^g+Vx|$Dn|NSAY*Vj68EB8C^P2BT
zp1>9(-8PfJ&P#sEJb?eEnmUaY0)BF<S42=ZP5!x<b51Lv{Rtf)2Z3%W=hFtAzszjA
zByPKuj2st#Xl<?B*eoNKb9c#nFyFm?oGDHvbbDRupa1pq{l#&vHZbz+<O8D1_CAy=
z^Wpq(ti9d${NG_xd#ms5&MalQWW~kKbedp0`eyNP)fXTgP>&x9mLq(KDS&TNkMo1w
zO#cAb74UC<YYCKNh`asy>U=ortQ(kn&ZdETM<Jm`-seXXxlpJ$a(yQHB^KpLhR_$s
z)6o|OrCx`u|K42)eq^$fk132MEDk3riXkY7CYej7naOxk-O9Y3TRR_Wqn%;R-aMz}
z+FE>alGi7vr$=jV<5SgoTs%SzbroE)DQ%puxN*{)Xyi|MNkAq(77!GvlI~E6=}qhQ
zhHIs5(%mL`b_X)nmW9*me<Bb1oFy)WA!dBd>HbC+*9mk@2P{lbPz+z4^|t6WXn>e|
z?8O2ooJ#VCC>@Hv$Hu)N34#PwalmfrXTWQCTPUDtuIr-v(a=|hGNE`s7rr=^j)@*W
zvslYGa(ofVNs`WdHRKZ~)?hZ&7u~bMtJtZhbosoVA{kGeMA%$ntE9)wL;c@dhF*Su
z>?`sz076gW1UcZAA$?i>;(gA;8&tPd0HQ;o3qJtpy3hs=iRbslWOtE|{{bmTNpfuH
zP3#{dsYg0MtHV!&XXyygC>U6&?Xo)gVqDOf87tjMe8A0t%~(i6`Vt10*fc%0i!M25
zcZ~cQ!mf)wSg1H`PHPiZ?aMv<n8S)ffe*v2wEHsU>#RF2uUW+W;u%hX<^2ma;;&!g
zXm2p3qz@!dL-1ZxpZv9Lm~CDE?B2ax79yH)X#Zjwixec(Q+o3Z1_gpcC3FrFvI@P|
z(N6>`!jMsV90^&ArLiR-a_q@gfh|l)Avo|VwJfSRTAJM+@6>jPEm<?X=>(s>1i{xV
zr1wXz83hlumkT&rKIma60O$sgnt{VF0>$?iTv|KV+FKc1a^yXY5h!QP;N4>F3?Ri*
zc7?jDx+FdvwP%K}0#A}F)-iEXb87ijo#DPsb5)^FR{piV<>f$Pi1cBxcoFNOW}UT-
zqoKW|mb;;>*ZVK(vSh=e-+#*{%7#(`0Ut2&FwvRvhbHFF+1f$*dfX}ylDbHtL|S%r
zOEWB+*Bp=e8DFQCq+aPS99gNU_l?o8iD;q_AEO_q!7b9e(hCo&F0T@{m0UH1Wt&FX
zrIo28dokc1LP2*;Z|*#M@z@m~oezcS{CNH(y^&XlpPifT)0^+@M*UK&zdo1I3eW&;
z&Epd@su~*c@$o-+oM(F8s{f9n<_dY7%6#E(s;+7uccs5wx(33=pp*6YxK~d`zhJsp
zsbbhc_EY>@8z%gW#3_k__`*`JKH2<X&la+_yhvT`TF_{rz+dGO6_&*=$F~wjiJpT4
z{-NHtn3x|knpSsteGh!k<Jp9>Am0T?p2U!y>bHzh1l2|dA2XzW-4S(1o_jlmq%I)%
zwxeS*+NlPX`&Omw62G*sk!+4hRjUBA(6j{V7`4ha{>OVav*q;Hjm)0h*<u48uYPXE
z!T_n=yZ)@bHPvS(+5{`S_L<>r-1E7&L$`Pr8f~RB=hHN8&DiAoYd#cWL#IXQJ#Tn`
zP($57JxizQF6gX>SRMaCVtJ<FuV9T7aY!uIGeqG-pl(EvE-#r1#7}}bkPtf?J3S0E
z<lzW`;)C$95qu#+eh_&`w4@4Tjx=CMD$9?E^_euCz9O9>`6E%_$0!I-u(9K_u%ECF
zLMb8|x-B~LK(-D#fCGbl5e7;6OUcyp#yBvHF{dgr&YZ#oJK!fw=BH03KBNmz0$-JZ
zOO-{LU5Ad5X*+zIj%gd1j807B0rBarWY~x^McSdvfT|0pq+}N0b0fjzcq@lbA|w@+
zYK23VVZtJw!N@aWy2KY*SY5jFZee`yy~qOX4pU@?Ehc5795z=>IHCM-nEb$3Tr{1X
zo!S=*>o0a+?(T+bh(GL)G(IiG`CxoK{vmzQAb!>$9(=$$YQr|XkeoIn-vJ)LfXit1
z1SP$}euBrvrc=l4RjJ)nuNR+YRuZVh@S8W?j@I^b*CzC;HV!8!CZxWuiBd=6Qvth*
z`VKvCUTgqOV%(5)z?s>Mfpd5ciM5}Iu_`%s2o#CLOP2n_Z~=6`sNih|2Lqn3EI{xH
zLvT-YqXH#kg&!kBRRRzd8)NMi@)c$;MPgCXtY_ddfv3{Q&?p=?V3);J0mzb^T94iX
z&5vPq-RqQEve+nyai{*ry!IY>%WVI=d``s~X(SGD7Z-5eCuongVCzrrzFgKvn{b|i
zoq<EI79iNHixK$3MxcO`(}ep0X2HT{$N18Yg9|X%1xdg_x7=bV*k%#)rfdq_qp<&9
z0V}&kF6g1+``Cj&HLw!GV;XGNu>vAoe$bpKf5dn=&s6lQ*~sc~Wn&&cggmg*eoTdn
z`QPxv4@DUVuH)%p!?#S3*&Qq75Fn%4pM?xHXTydw=<sgN;Z9I+6B8F=FGwnmJR#yo
zyq@mufPX6H99MIkQE?qtsaDs<LHg$w+5XDuQB&hn|Cu(vAHw%c8hD@pWWhjAQZ+KK
z;H~;(7E9q&!t~zSe}iRHJg)&MfTfNFN4PxOfs%jUC%}Hl$^(8A?FZ%4v|1?QGw_4{
zu_AKC!E*IvipQiFQOWrD^S$7V3h#sl&y?D$SuM-`PnE8&C0AF%cZ$>@am3woAtt7|
z_FWT#wHC>XPl2G8gSoCKuU&eqZ3c!Hw~GtEo1yW}N$-X3@Q0dV#}5^H4h@zbTV4I%
zW54Ho&l${#Sg1<v8zg>CY^S#%c)VP5xK{S{D*|;pA1L<^oY~-g^=JFVOHQb;+y3}^
zBp&<_sPsh1{Tn-8#-f1a*Vze!NU2&4em5<~0QiEXrgatP<<7nX<=G@?0o%WZFW2Zn
z&3`jbj#!448%3P;R2OzoKikrSR!Zi|{`A)cRYXrn_M_;qhoKaST-W;5{dWAbC{P!d
zzMT^c1uWQxJC`u>kfbPMJIpg_vPJH2yC7zK1z&<L_U=BhsTumA9|^}DvgARznr+`)
z{a@un2J*&xNrdnSJRI0vTqT?w0hj>Zw)&uR<&bM-_g0`?;x{Fx0BFh7ajBZ!`~VFh
zL<r8Hn+8HbEUm}_hk+P$hb1}-YF#3i49BJh8RtGW4WsAoin^-62{HuI)sP2>9k6;7
zQpojS3+n*T=wjHIKoOZNEUa6;k{?7FrXi}XlG^&AsZ|&T@q2B2;h*r)GS1ZIM-NYQ
zJzt1KH1jLjph`n3^_SxkHibVz$`c7X{+rYa#_bZw*U%Ua<gu!Emph+EQh)LKG<AJ1
z<bC{dj2iB^lYFk;`}=(lPXls4pNA}GlL0oTWg8$g^XWW1S57&e>Xqk_js&d2IHMoH
z++js@#AYG!sJP{v8-7msJHYYcEg?XoFhJv$uLJRr1)Zh+jt=o7`X1+R##`_}CI@OU
z!v~ZoZ*EMG3ijXiFXC$^XEiW>>DO2D-hhv}IuzSWf`-W*52=mD0mR(L+fZ>$k%mGs
z57Dk&p4(>;(z+EIV2g&3`$ePt)O%?G1%4a6Q(E`7>j!fShjpSMxP)Cc>kkLC|6!uU
z3>(@E_3s?K6u4cAFU*NH+cHAvP3IhRWTI)S2o<js<?c8F3>eUzj5%Kg;_tWMH*iEo
zdc)5msHg18ri=F;CowQHB?1j&uQsKA^98jb$F8U3)I8DAE7C-R*^JZMyEpd_3r|cH
ziMZsxY?ItMW{0%n8jVWX<4F51pzBarOj)@6wA^Rh!>$pIEH2>N@=a*gGkpDp7cB*$
z8VU7+UT7us-;C1o_Pvl7sAuHNp4kY3bP|8l-<6bs0MUXHpBA8pgEF3<dB-9%>7*zi
zWbz&Iup`jzo2VCzJnxD4p6z6>sV)tWndL`6hdX!uY?O!x%Cbu4f!7%_7g$1L4CXfN
z$YOiST1Zt~lu}q+Svzfa#s562#$d$d^&F8sTORngLw4yo8D6!;C<Wb*bSn7nA6PkR
z@0Uekc5Nfi2qTNZ_Pm}op*w%#$-GWozQwWJ^Mv1Zf?)5a+naEouUx+9`)DA)103>K
zdUyYF-g}&0R5vFf8eX3rN2ANjGae2G=eg)GHwPPkONi??pG`-jU)JNcHM?K$=cbK8
zv2Gnsr|ZGK_c!Z@r?jo;lXV*%f4F}z@?dlfT#hAoemq_M_21W3xX<3q#Mg4)I<K`{
zyIr@x0G%osPIF={_NNVf8FL*fIs@Ie6`H99QZTT~4Hx^V4?x_nhS>JBp{e*^Uz<2&
z1A21>0~!wy6L>pd?VB5tqk|@(NP4DjN>5jr9+|!GFbkOHZ2k%)+7}xvS93zWX@LQ0
z`eUC~o~+idH=6l!vzEX4cV5<&ygSzaHmx1kUfbm0bzGEj-79JxSvN~=TM9&j0=TOL
zONS2hl8F6e+&z7jr;F^U2mfLgRhDiZ`9BBbp}Vz>0sB*Z^!a&)He3vSzkB-NaeMW3
z7SM%ulHk699g*4yzuoS%Bzwbl<n=Tcml68nVmea0y$yQ_qzLu%@{mS(MRULmNjV{0
zfV1T4E(!Qkpn7L0(&)#-6>7g43g|<CVeoDzlB>=0Z0)ewy}ix#asbfSxzbx5x5k58
zMZvChw&jM4wXF3luPOyhEbP2>>}>n*kmGqj&u*^zIfCE*^YboX6JJ#GZOlja?euvq
z>e3#6@&fRL17$Jg?k?V~t@n;bmw`7;dePh3MG<2OAE9H)DE8MIxjlaOLMx`0TT%`l
zb2LYw0_j=a-S>!m5_qT^yAH_pPB@?`F(AE368-))dNk<Eea1hOfdGf|e9Mw6A>ds{
znsna4zCQ2#AsW!?79bVt=M9i${{G-TZ8cf>?<0Zq=R>S@f!Q#8g;In3@N{Ug)_|fP
z83JY`12aET!@A$9<ds!+z&qmCN~~MtEw4DX_|Cv7*<u#KKL(@<y62A^)P&b9B^ya~
z*v598o_GpyUFaK<vyb`JV>x+9U{YZE;W5CVRoY}C36H~(p-aqaKS=@oGD{}P8Ha}f
zQ&olz=o*#iz%s$}pCzUA*N*?Eov+WX^qg4%Z*-ki##m!#sbCOi7Y~90+?~9B(8)W6
zDb4_S0{TNW&zoNn=?V#rNx<l2g1y1|B*?M2@jG__j0Kpw{s1b^29)-%9kR+Epe9IE
zOwJ;=nN+5d($d<Os?N_76S*qe=9Vr#UG{~h35f66w5=|Bx99KE7BrJq{}&C91~_-0
z3b8NN7y2%WM-IzO4D31EK?^#*&Sp4LFkRMD44jE~Fo-6^3$P829De36ZJpP_b>t8f
zC}|9LwUM4Tjze{qUKiU>Q?3^2xfa)*$ttY_NCul}9PQ$Za*Z9MG61+V+^*vf2_uw{
z)Y!@_XBRTk1gaeyQ{yjdi^rxDeiZ9Dm-!ywhFlOvYf|c2bJYv#AAfF|S#<JI|5w{q
zH}txcvRUAVm7UOv&ZVbMZ~n9eRI_BIz06~5VdMB$a9ZSLGoiDt^Q%-|^+UCd*<M)+
zxu7j<WFU)7O_EnZWH+xK8#J-7m^3gq*MtDw>J(pe`H^KfnO)d%IBMeImF5*<CyMf0
zih!giTJd>PO=TWgTDFyapF=(GwQI$ddp-EZ(O`e~NwcYm=~?_A?uVMN?R_?^Z{1ow
zIGoWsO+x*%Ui+BtTwbDbgw6tiCKx+lCno~u-H|i_pF8BEZw!4gIB@!|TM*M9l{I$j
zY|>5D9C|aEHw^N057QI!*d+eTbogobSIuvqik`iIEP1{r)9(28h3xw}mcIzT0X@Bx
zIiK)fIad(2<^7o;*)nL4spEmHSrS!6i26>*w}az5?^!*E$-&nqe6?<H0&i)ht0BeY
z+Q^`^eNH^TTQ7Kt{yviwEA8dgN$~x$eM^~6^p*nc&uYl|(4ie=uKjr&H&oQnTV$;o
zb6e5p#(o42Ga|H3R_#9{DNDiBCO|tod~l2lMBqG}iStK`$VuINILq;x{fK90Jtz8A
z;sa?O!sFHr4O(WcTycC!!-IcLdkY-R<)30HXaanXumD&q!2ZJoQZ@`kxOAqy38r#v
z0j521fay{KzeJv=H$gs70-ux6|2f^K4tP++gjCO45T-wN48)YcU;YAy8R{2Bgc&Mv
z0@(nJoJ3@C8FWm$U~+5*i?BgVoJtvukSrKRkPZWVYpilua7P<t#dK0?n~{_Ff?V!D
z@^#Sjpyr03%|Z#0AVc6TMzIO$2;3k)Utn*U&P4+F`br3Wb=-@fes&Uh+q~($r?%ny
zCFfHgrgoheERMcw>OcLmlDMO=Oartpz6rkVWyEH*z<hut=+h+WCMN5~#p`}cY!ZJ_
z%OeU%4YwU|bN8~reb!M%?8DOAr%LlI#QWi{ES1xbRG(Cm0u|8DC@|J3Z_$L+6rOpW
zjZ96#Jwgszy478CA3JyY*c6k|A$PvGO_9KGFm=I*#N!A6>~PweE?5tE;*GJR002P3
zS@qYqEi6j^H9f$}_U<GWLDvue#BTnH3>Da3dE!LlOZw?E#I}>j<Y`D{bT>z|HUVIs
z>u;CuLW4WtKN}Z*HqU<q0x``TNVxF@hy&y+?_96sxXI9{(<@qOdgQqSmShLin4uBk
zL@8u&b{$x{TRN1ey+Si_cif_MuPTx6Lt;x*V+lEOk^1eZ<tSD?P}L#Xfs!Ok0sL>k
zT6_}azxx0iNCW|Ko_AV<sWPyikFW!PrW@WHm#275Q7;Vo!Z|k;lN?pCk&-h8Z{7Uk
z(?hFhKyYNy1V!Og;wR=i8y1dPtw-aU#FOe+Xu9uopU@DCpU>?|lmLqzlI};Zyzz_6
zP;)Y0?jQz2m5^E!COno%vt&E7?`AgN0VLY<4shS?4HE{OTqt>aF>Pld<>O+i`2w)#
zB)5?cK!nu?y|oNvCcMX2muDU)F}G&7EZ~?{|M0W;ptN+OtZ?IJnQ3{Mb#dOHswN2O
zU;6V?w!Gl4iKtI}SU5O7o@>xgA_OjWI3fe^@dW<8K?Y1oZH>;eK;8@z%tbtQ97aFr
z9sz3vK~V%B(0K|%Wd$Sga18iye28(dlyLI$TIl4ZLFPXtU(NhX`NW!P&5~kOtg}~8
z>B7hET3dSMB78@r7n04<JvZ9XLxIG59a~u1*7!VdyQ9K|Z%ycxodMCYK{O3za>JJt
zFQo1rXRX1rJsPU@M&8ek-Uks^N3rQG1*qDmhtGzdH4D1@t-Y~3TxznMI#G7>^)`RV
zR>%AL7y8=gwx`i1e{@yI2YokCJ*%AF_T>t>Jq8BTh<TiM`1?x0ZjMBxWsI+~@uPAx
zI6@bnf$d7*a~hXc(%b$`wb0q`C*|z8XcPAjCo%EErNM<ho^M~zpD#b<IUZos+mL$p
zLc0WPpiA8l#*NT9K2!_%#znAveBp?EBd`OVq?_-YNe_Yw<qc@{Nr*F45lOxUI_rQX
zE(<<ee=oPvX7aDaWJ?Sjli!1Nmb-J+&d=E|X-Y0=N-xueZb$3zT^(@ew}nZoMqGhg
zkHX7E8up`G<8S*C@n9=AY*fd)D%^`sv57(U&O!FkNxnoovToj(I&RF%P@sn0_+2va
zM(vcR?8hrZ0wF;JFeXtLgG}V<A&G#2ol)1!F^a4*UZ@YC0Flc?aKIoRt=x93ZYYA(
zj@jb@JqbjGB~LU*9Oxjyl`JAjG-C1PS)}Wq7QO_7=_k*p_uN<sI^-(J%>e*pO1!h{
z&ahURu(acW#{AoFj4u__Ujr@n;f~*W=`<m@cV}794x*e**~n--q@<#)7{gLTq_V_U
zk++Jt|8?a?r4UJ>0_QyZ0Dl2Uymylrf*}!(him-V-*QI+MvPLRrwn}e8)Hq<luA{o
zN9SY)sM<XT8)J78cR{?LWh`oKAp{W2s51&TOhI1HsYr6aPEo~;4!Zu$F@<JG70aLF
z`*GpHIB%6XF(xaJKVWcAGA}6bg=Q^y8zi`wbf@6}c~iX*Ew=MrBhQK#ED-cxBF=R1
z78J?xF6dgn<M%~3EsyNimyyxF_Hp^)2a1kdkZf(dHVJtJ&<TGp!s@K_Ye~*U<`rUI
zWd0?YNElDemv80xE^)XI!W&BWwbv;vlIIyXZIxB+7sYr+&w5%|J&p*)w8b0Voi(aC
z98PA|@IKQtyArCX5S?_We=hb+B6=eG@m<@qof{$BXfijh`{tIX%a@N-12a#fU*r4u
znVNHv8Qn`-Fq(@6J#%>60_5y%mUOQ&``~As$_*M1Nv+j>F&hVq9tz~e)GA>RcXxN~
z90oc}NB6(6kc}S_OLX#NOUvO>MDl)XTFk$M?$Liok3I@YvDp8sEl<Bp7j}PH{cU+(
z^p&>nrPyQlrUzX#h_&N;HEqV9DM7DK#jD?oq)J~sY+;t2A+A{EY#%_sgKm)HN%?TR
z@Xogv=IQ(D>ub~(gIKfBD_fXI*DGQ8_&K;Czgvt0g(1|F?<Xsvjeq^AgV<i+#UM8J
zh=n<0ZwGIZzbEaBAxp&)qpIQCkE1Qn9Ut^2rBNl~o@4eeArh#`YY8$)cLq#Q7v7kI
zQuGHo8@gm_O_OSU5mj2xB1pazjrJWB57)j<-1pGk_tcZ7XlX0Ykc`cJ8<b{|o@A%H
z7I7s1cLV$3df$Xt*wL=HumgTnGO{?O<MPSuwlO0*P)@WgV-=Wzlx3SU4Uhl1qBhDm
z1IPM8eH+EE%x%{uw$cAy__&9DIU#aeeR|L+y5x1L_Ru;+dGeJ6#V1a5)?Myi-sa7X
z-kDGu*V7Si0g?9<|C=>jdKxSgm03<AhOLwHFpRv-)qZ~h6|Xwn@HGcmpxr4P(JvRR
zJB!ypUEXa1y`#FU%C%Y<^Ey6dr90kwO4@pMV>?Z49M_Z!{)kV{7A6Ru&8>Jl>b(Le
zjehJ=go~*!*Fx)3)v1eO1k2%*Iv_2wW;Q~Rce9^|m2LW?$`zx5_@CgCm)&^Lk;>O4
zhw>b%hlroCsne=T^XGQKg?b8FSg49pvE1D6iHI<JAm^bEi<qqYZt1E;d16&4)>3<Z
zv{Fi`eAK)UnGW@B^W5(3PP5Nkc{twwwrU8!Kjy&k^&mX!9uh1!YWWf@6k=rLmxiSy
zCWbga=pCB<kGF9D?5Tt?HNGt-h!b)qSMw-bqQxWHNc>@Ye(I$%?Fz!-Z{J8-ZtiSI
zNZHkObh@ah!-mf6iox$X+a-1F#zyA+&#qFMrdxM&vDXv+uIF?kETn0(JtzGN;yS60
zMNIYezg#?=r>E_%1>N~q=O$d7^<JETXBUcO^;p;9P;seU{uk*h0awm8-`?lRLSqP5
zp!?OLF558@`N!xXQM#?Jp)cQ>8I#3o8mI(Cp3aEw&2r2Z*UmCp<m=hwV-<B5)z8{E
zaRX`1Z>o{s0P}J>3o5X9{-dBXE6Oh!Px;X9hrnWsyxrfb`E|SIso#nHEpx{<^}ok_
zPixMw=ERMWppyUivmJmzKnREtV@;-fQXV(I0BNZ;;4}MiVLwuk@k$3e2c@Wj{tt$e
zN3VP5fYsu;5?31;AlzWIgt*HuY)BV5_Gq2FY&urMYhy`&R)X7DatDDF@+v<7hs0dK
z#?g=l3{~A7n3%Wl@edLz!%%MWiB={|nKv-bonEXPi9PxNsOc9{6l6N%>3qi1>2Ht7
zWfYCHY>nRQ+kf`9_m#4jG__Y%LpWXpPioj=S3Zk^h0I#UXq2{UWcV~P?Y=Wu(ede=
z4(YOq?ww702XGo>ZG@lr!umt?>@@2Ir<eLT>BD|m**8qBIC$A~bBrh6rKKI(+ZIvV
z7dN+6-rV)2+LUVcljjuD{4$eZmNl4guv=Fl9)K(Ux6@O}0RIQYtB|!Rr~@~?ND%gW
zO{7`E$VbEkW<JK0`6{7dZcwBHbYo9ODKHkxMNEZ6s)Z7$;}WXj62x=u<oj`M<zMaQ
zUu|RI#7%z7oXp5vFo*@pQ@gIpa-uHZ*o;zI{@^n7YGY_FX3uY?Z?CVaD9`)ZUUnqa
zEuvy{-}Iv?;*#IOl2ze-DVvyKBH|~*u7l%^f6kFl@Vpm6mD^VNasTMt_mr9MsVc<e
zG9C^w?e3|~HYMMD!fJ!-!~G*;LZTyD;=U(0!M+mhny$ZDbwu3HZ+H%`^7>wE=V!7f
zclV!Pi~0AizCEw%MwTX)Bxe_u{Hlv+jZ2LDl^vSV*j}v^o90u{EZy)wlFl=n&HruV
zK}c#P)TT{Pd#~DJ6;(=YYL8k~qc#<rqNS*<Mb)fbqxP=abl7{Z3Q7|VdG6o;ISy~U
zki)?}zSni0=jSXn%!+d;i!&_9jcWdIq`lzudb{LT?ByWKe$J`SX%UCLf`WoAz^o5g
zL0=CrHtdW$#O@@mezPC?@Kse;iixxr#w<4a<j%eJV&)e`Npx>aa8Oj%X`r}0KW5mq
z4g!6Z!`~7|j8k?YCxAjYX`tlpVtZUxnQpP%;GpNFi*tO6GTJq-I#+ZL*fBQ4sBXKw
zA7(jg-P6rI+yVaA>0Jh_PyU2(hWz?Lc3XIKm!RAPI%)1ca?9cVL%>3Q>~T{=ora#Z
zK2rC^^W^hkxhnW?{*2=7J5|F$@Ya`?u@_{Q-z#s9p>dfPs4q1tvc!Mh2d$gw%Ak;*
zDSBE9Z2Ua2!ddBJ<otN$IAu7Rt2!Eyq*!p}a0Q&Ud2@_;$?uDjD+6SDbz;(<B=Acn
zBX)+!moRud02vW`lh{K^2QF8BVtt3(+7Y7i25}RX{kliJPgT?_C`w<FER*r3^iZ0r
zN{S2^t7;3k{|OAI1yB(CVwRT~*>?j|gS={G_0?6%P3j165VNvMZ4?{xEZdVhA)ZD@
zoS*?Tu6v59De39mq^GsTZ>eswvb&dXAqB`u?Y{l_K+2#GhemgcJN15HQdSWajJBj?
zdj<STM1s-Fg6aSSBJxDuW7|{8yz5c!-&ga^iN3Qkl;D`rEvF-2Da%aekhWPeoLpS&
z7tQ{E_SfvZ90HOYA__&k{PhZVX|Zu`{iyz*r32E{4_%1C9Ex>fibU2xAPrMrwz@7#
zh_rp*4w`tnVx0X>xN?atHUH`Qkzi4kPOr{6$sef~lE#WZ(@pqBNC>Ms7}&HuKn~Ud
zz;Ta=4hh{40+q5(y|YiFT6DvMRy8+C0Iw%LDjPl#4GtPr-ed_!1d8Fio%wpZbacAO
z@tbc5ByZ7h9vp-%j0hjavyBLqq$|g(rM%Xzt#*rlXTggBQWSQ@^iJYEKnR&AL1mMK
zwj1_nyOpM7-fl3bC)SN9n7>ml!8!-%kX$X{C&5HD)PLqA?}9gE(AL8@;xH7B*Wr1H
zS;>~!Zah(pO|6JY@eZO`|C%%$o`p7RfsZ0K8HkWT85IYfn8zkuObLK_gYCa1yCLr?
zBg1~!5@<N#iFN<6Sm6ZaUf5ym;-SXk;h@4Hx58mbI|$`vh9Sat-@rsQb{jlSz(sw4
zVql@w_ILp<@FGC9;Ko8|o?Zi~YG@eLhz@2z3nM;*81oT_K@Bq_CduQg<EPU}lGrsK
z+{UvZr#WsHbLvGPL~+U_sAA@d;#~orJ%G-q`ngE~16#`hEP*84`5&*0?sUBESEN&4
za*WCUNGeL`_T(D$<R10p?XThCE#T~~8JH;T`C2*HS2a5DvDUYojnc_W`0b`8e-BWl
z%J>cCb(Vm^L_`N+!9jul{dn@)f7MWg@YT2**TC)%gpGJicV~!8c!=x9HmujOp2PB#
z<H6QFP{=BGG4JpP!QoO4?gD<{Vqx}A?0gkmq!<8cH?;q4=wO6*e}s2W<uInWsHvr>
zI=cQ{F`z7Jh+A;iw>~)~%h2Y&>y|-1?_V7|zRY0VbD<*kY^uDoe9mqzMl9wdpVK++
z{K)U<U(;{-+N<t0tGI`U^8Oc?y>~ZvMDq4-DWTVV{>BI_F>18^tI0d=2yJrT{E^+`
z@Kxlt(jt0Qd1YB~Nxu30!7MoqQ|aBNyl7}r$^3`&w{h;nFcVd<#+p)mH}CkoRXi^4
zQ*jlucdo$)i?rUHjVM+J;{D$CN@7#vK>5s8dAip5?MPfyK0vCT+IJ!=X8;_Q+ps~4
zlUNqs|41F5-*OU#O&U<n=mY;m3gfq2>f!KOGG)N=ON0c+L{65>s_a$}QP9+szALE7
zb}4x4Se6DApS&+RNj7kBb2=eT{GK<NMcw7l8IiMfnWp^?Q1}E20mZlgechyC-P<rn
zEGY(-0ALQ~w-F}aUe=`2KZi`UC<h8?U-I6^twWPQQsw{!lTnpL#TKsmK*{KVFr686
zleiFG{eg*S+Bjj-`1KFNLM<svQ!X7%F7?NJ`f5FT#?&Cn0NESTu8+bINL(-3C?dKC
z5v!>e{vg-0Tu!=;c8B&0SK=MUYb5@vIn)L{h8ti^+?lWu4Onje^t{vY9o0tQb3Qyt
zmaM2mI6WYHK4)ge&?-Z<dX#CH-cJnXkT`7z2?9;VB;x4sLe)rgIQE7GZFsd#qO?x>
z4O58Yv1qoxZT5&<l$qJ~!{sbj>X*v;yimGmv8p%{rzaklny2Lr9mg+3V!q^Gk8oUU
zpwiI=N2xjszXq=8d<1i*9X{?g=}6Gr-<x>2;=^sxrT!tu-)-Ad=)2x&7$rg3FAV9n
z;j5VWpPvs;zWJTEUxH84(6#Gd$kpCe32csij;GhE5H@$)Q)22~4n9eA>kyk_b@iJF
zXLuL8`+mcLAb(Y^vWAHN!=|I6Gg>`;m3X5l$>&9hr2}8bzhq0oyTplqH42DR&TCIr
zU&{Mal$F;+;7GZ3?Vxb`Y1>{Mk?fNKfs>ljj+<A@!{0X80|lv9o|P=VELr?<9fgf!
z9@h-ryY}2hD4qUzXJEYi{0jFKf5RB-`rE0W`Q)0*iSA^Bdgjj#ax7a5C3F9|{kU&l
z-5CjmioA{$?KRBy5M&A~(aXwGir9+ILfMh=M&b<Vb~I06NewiF?r6zOx&t=Mumgw!
znt@9ad@s=uHXygNAbZ9zN(ep4w0R!(PZ40LJv~gdTs*}`R&dx`q)uPfpK2rwZ}SiP
z%dtFr65QFu-Shg%TJ;ErsfA`${Y(Gmmp*Zk#z}F0?U`1oE2n>KcRs}%$9Q+rm$Uns
zi?Jpc$o;Az-HD509oF;zb#cq3Ei`y$tdlcYI6uVys`reQM8xw|d;5#MfvN`+p4OLJ
zmzcE5sALThrItmsXEEV=ivm_{89ka9XBv0g3PE-d<@~q0BQ$VhOs{!G@yoy8-|_>J
zkK3>IfWSu0Z>uQvq|%K(l+|9Bbl|nd#LGH~IE@rs-^F#uk)phG{_#`AhQ<@g*Of9~
z3NQZ*<}`RT?nux0dAjZ{&4b>-3a+cD80T3<{3WT037{s}LXL?4U8~)v{ciimE{7hT
zyK@%kFhe2zo23>4$<j3>H(y3Ia)nfqH)lF~3Y#tEy@jTz1*vL<MNi~_X6QV>`l5Ck
zRRqpB+ec_4D@---I`cdgeyD~~ySIJem!0plck>z+bm9?ogY`76DZ}aaCjq5Nljlzt
zVxRw$6Mi>~id~Jn=8+ce0-S~<U?7yUh6Bo*@E5<iehFx`74*U;-l0M+h{2(KiHvs$
zn2WKt08gR_Wm%>go32n&bfF5;+V<HxfSl=4z~Oq9LYk|sy5uA!7nha-*0FO}|6Y3@
z%q~pVHWsyr$#;lzHSvnq-VwL8($V*@-z^z!vAVbSwc;%Ju94-u2~aM1e*LB@S?}q;
ztsk$QOZ~5X0}nbBt2T}rGjm6TO}5U{9p8=V%D$lqkdd`V>r7Syus9+C`Kvs6pl>tu
zP`<sYIaqk%@LAmyRj*)D&st%RN)7c8L_VM8ag`fum7Dt*zxykGfmg#$`_XQnq*xFA
za&Hkuh(7fee`;m-xo56rY``(Cl8-)Y7i0Eo&$V%EB)CnQ__jYbMRhZ(X6YF!TJi7%
zI84MMGLB)sGT~_=)G?ow>lp2XHT!@&#PuKWeii7!5d|rM2E*^A!o=P=J19&%0xIaC
zA>l&a9D{tdN!`^n(7bqm6g>$r{iq^=uu`%R5+KfWo!yUy<GhrZ-@um2BbLflY7dD?
zAV_A>39q}%`Vf}NxZ-dLNx27W2$$8kZsDP>0t~DJgmMICu@e~03o{ugNs!7PM`9d&
z`E7(c2ORib0ResUpDo0lqgCq-ow}Zhj-LNhy=RtsVWD~|s-AZC2r5!wyB<Z)tacy~
zCvbzDBjB?z`co&y&4C69-?;PNbUSphX7c#_Xsj`y`NxvGXUodeAKS+xQ65#Wrsn09
zU%{{+b3UaXaQ-3RtAuo=n<bYQ7e$v%64}@-M2V-M=1i-^M0ho#HG-&qwtPG(1ALa0
z<9%&7(h@05LP1n9OtKKSc0Q+eP){~8L!ItKoxw@<w&qr~vM@Xi8%JYi-g#j#$Fhph
z2nP-Wg-9n+R1gw{v$vkUXJ!vxw^!MZiTrUL`C}RX<Mt}z)UYjOdYtjopf<`h#k<;T
z><b5_YWkCaw>$ndBgf@}hgJOhRs6rJg!jsY_p15#D)^Ob%zgb|tY!O=mhzJWQ<9vq
zxleulAFZINh*W%jkbARZ@!beUbw`&+1rsc=W-!k`Q2_~0&Lw)5;S3*IIk;ZCZymPC
z6W5tDaX0QnK31<2znK=(;OzZEQP1()U!PF6ecH&@Q(A7fQ<K&TYHqn_CK}5lLc~^2
zqfCWi=35}BdP;77S7Lr<RAcU|n5Zu=-$r!4%!q9&iY$t50i)i7Ao5=$0YEKg3_qdd
zKuVSz6OLd~vQy{4LL?uODwT;kYC?x4IW+2?)QR`h-sUP{`2FJZE4Nm2g;5FQdk8rO
zw5<7^{4UUIwp)UKvP%q9yNWeR2fYp(%pmC;(DUGY6zq}Kx<)v<hDqEWTseST;XLzP
za;GF`U6clkO;&*6XI@)L?YyMss6YJY$_NU%L7k&_UgHP8#%pUCuEghm|Jlln62iUW
z-oHbH8tq3-T5FXG_5Gx`y5cqJi(^#EL)+3P*xiGIX%msW3HOi*=E&3{=o2DAa_XLb
z%|axcBBDqv3m551*FOr80VCnj#Bd6gWVO{SN){XFGX(cDPeBoGTlQ|cNdENKL_Vd?
z?A@I9Tpgk`DruQOa*5iRte755Dwa6*#u}Q?O~ibW^wdA;Fm0g!+1LJOBmHFcJy4*s
z5kS)KX%a_w|4%|19<ViY=?&+FI;2J-kC2p4t_n~Tyzz)XOkFc}xQFiJ0Xgs0umiM;
z51%<ansU-!T`TRFp8qj3rZhXjB?y$yV9*!}Js9O<R<;aQ25Tl7Yld5$!hl6otd(1~
zNm#0yU8vey3b5Vkmpyn{t`lDtPtA7&#;cBrf^@^&J1oUbWJ}~0xMT$r8>ABJCCR0x
zs3yN-e(7Hr8TR9&k{a66KYWUg`rOiyUX~vn|EeYBZCSVYP!}BV9E>7bc=04f|FM77
zLBKaUq+i62y4}ehKYa5=^ag4bLy?NEeFLw5+l!C-RF;<4(hymkn3~Rdi-0^<+xX8d
z_7<*ayo%_h1hlH8Vhl`7St;vaoht>V1-Jln4q|iN;+R~)%w@O({t$P*V3(m9qclI`
zH)PnJ`}f_xw6_QWBaP(EEeX2K>Ar0k%L5vG!QdBguSoh_n2}|>*7etzdJ1%kH74o@
zY=wk?1Vof{G&}In0)`%7iE|3zk&!qEafH6}W3Va|{59EvEwNEH0&S*>fsrjTg{>C$
z!q~P$^B6+&MzEO{CnAjutHe7Hd6j4XW7PpcDBV0XJqBhF`EFX(db)R6T>X@k2o(?E
zOMnR62MauiEz^o!-AvT?%NC_##(2aR#~^&^*6V0}>1qAwQ}wrFRO>rAe8NP592N)_
zUXVhGk9udHCrm{s;Jc~Qhic)xR)Jz6n)j9Dy*r(XLZ9?{X#sJlv}D*Q!l>m-dWP`Z
zoz3*M)s#rE9`!@-*B|Zk?hugL7+5>Lw>?x9Ox)Agm)uVk*-fGJ4DNc}J<*VEf87mW
z%d?QpS@7m)cxJk2a}u;UkGGka7G?`u#TDEchRlirNhN3)d<wWkTBsutj(;3C|2WZ6
zI?_=&rJsL%`v=hJRPWmu4Cq@dnVF2}sCZ`Azo}~d@}cQfZedz;Oh|19I_a@dg{RNM
zK$9SQ*QK1CjP`9^Cl7hn0Jc2^pNrMG2F>wzDF4pCj(=ksUZ`0yikwrvzMy(_4zoI9
zZJ!VE{@ivvjQjndbb>lxM%HU{cR&pya=0?n7UDe9^t$1(bpG;>U>^W@;iq{}Nj+l(
z3~5&gpTBg@09W=R@5k%Lmyf3%q)XHRFF0owN*(tzI<We0fWVnAzqRZ8<EQxmUuqjx
znaNyYzMF=Ldg&io_k?X50X>V;5~4)8@W+;q#FY(`RSv<)AHBKp=uM2&9h!(xc5dZ(
zEnTinXyHdTk`nklf1RA0cPoo`a89(npOmtg(VlDnuIu2wYcH(>j0GAp`G`U@g0X@r
zEIjGPM_a#p`YEld1vv^bKwfSD7zc<@Ae?eHtUjfhgG`pL(ox?IxDHbQ{mPLj!cdg>
zrx%=TxEDmOO8wO?1rOwG>3V(XRMzCQ*IJQI|K*$uDrw1|zHRa;C@DfX{^lKN5zuP=
zmQa;K=TFD@nG~cGJ)s`2X%qf95nV1PQhI7|SN3AS03}Rkg~{)3Uhx8Irxu*w3+2fl
zx6M88vd_MfJv+qd46V?UU8ZD{OtWz#5lq|SqN8@o4-ScY6yB58LNX?vaE>`U<xt$E
z0G}zF4b+R)N5cI;S0Zleq`DFNKSf^vmB^r{-8o2v*-qU<TGE7qXD`j-QN5^?O_EWS
zn~1E_JJ<b}_rHI4*{7PK``kNDOL&DRkqqXm`nsoC%D41><s;ITMB5#m^P2WB?`i$@
zh9Gj6Cx`$dh<+h|wC!ICRA7Z+|DK|=PU)|qc#z>50j5|`PKdPVDXIDP9nGKf5a9ty
zdGhPYJ}Rd*_SppicDoXd3E9)50u+|EuaitFI$|+d-x}68X7naaum(}@?i4Zl{l1<M
z*0Fhh{Z3n{@%L4>`{d7elax{KyZTh|FYqKvc6)<fB^`~r0rLO;ZX@Dv?qAL1y-cH)
z3cFr76;Zkd7ye+FXCFfum2@fVwpw4^6PfbcL-e2uV!4bZVd=V-j%B8-r}{c<3xDNN
z`d0{j9?}X)Thx2eDe^V=D(`FEfhi*z_)^lRPe~2t*-s`k@O^o*qtCa+Cy3z0NvCGc
zVq;|B$cXF&<xuH>>!OLSP3-pLWzt0TS()OXz_-zbXTl#vN^L8O+{&w6E33Bbi;f)}
zSX%APe`r_A=(T~5w_Yk~-B`W=a`&qqnY-@q*N;;oaB)R}E9aGJJp?<$x&2#>K@e$^
zym^zA5ZmuV-)>0<!&VSVS7$$$8JlCRmv0BX_&a>i_JOx!eSEg2xf(AXw)d@Z?foDb
z;x)Ab3+v^L;Tg@_D=m2NweR2k=e5Csz6VEX@?BS<$4dZ4U=gUpIger$`E7l*wY|kN
zLx!;2?|6Q482I;O>N`a9_0esG&sV*juRE7=L;RmAtjzgTckCTz#5Uv}On8<b&l8KP
zIoQaDQ|U6+hKGWvkpB_sfpeV5KY5nR`8UDMzXCkV<-5wa4+kp@s}7Q-joCbS<;@<q
z*HqY=-g_2ul0zl?jf%PME#I1xcSO*dHS@JFpEWg@pby`(ddFmxd;4c<TJ1-sTofFy
z29yll2RgMMCmJ>p^BSc7vd*Y$tKQwsXl)2-`g40u%J*{eXXp0-;lHRaK{(viiS#NS
z!)7nijRPzT`~=MYl05WFAdVI&D^`T)K}6Ak7pJ%yk@sp$WEhypN_!CLW?x$X5No>6
z1n4%wC+h=eHt4JKOy`MrksE!6@f{$=e>lEwnBMIx-@n^c2bndLe=pA8DR{fBEcfLf
zg;?auRq$K%;MgS^<)ofjsRnvz8@WFTbyk@#9A11bv_*2%=+O4~8Dbf~YW6S9Z~;x0
zzj(3f@^48|XlB7ZHdj0Nms9@m1KCz?f3(5u@2u`yc1rmXw~smnq(fvqE^1dcpEbC?
z-70ze#G{&<)e<?{3r~sFfON!ewVq$doe%A+<fd1d2n~@Hn>&2CAz;_Qz(YcbVtVFv
z7sy<|o;)_mZf<+*8))VqEX=tEK>!s;{+IJK^ILIiK(T{9U2Q0WcQWF3gqH>soO&R(
zNxVib4Cmoke5lSrP8<Pr-$ZbTE>28BC18~gi3Dk=edKA#d=wu-^%J1Y8*c=XHLDb8
z8u#zmvnxDgmxq!=0TgiPI9Ft79e$kaGK#c62wsFFw!0x07ahtzt~x|oY=u-Ik`yAq
z1F4sxKfu#q{A3z6hQ#%HvY9(C9ASHZ3sC@~VX|Vj+xgxX?u7)P*%3pp*?(kGJ%i2S
zA^?6A03QC`IJIOhwj^7(6y&{x^HwB1QH;4^3!XAf+7Q+LE}T(yn^zBE+5E)iYW~ge
zrw2b}P2J8k4#)>t5~}ZJSi19fEL$oq6XO`em5o%k2l9pd0-A{llYp4ncf?wIS82BM
z<hqIKuiWEf|If>=o?n)hL*3nP&Z;D-@oF4gR*uns&~=29HH9nlF-6B#p2byCXt<FJ
z|D?07CZ&%+5{NDT>qIr6_YVV5pECa~gC77;L>r6u&zbrDYC8!FZ-OX*yM6Rcy%Z-G
zGv`2M9ED*VC~T+?qxOte6<MHzgyYJGNI674@`!wqm;OSLo;m$CGgt|x9RJgbbkB;E
z*(%1pH9@>BVa7l6$$zlL^qoIOo9ERd$CZMIHT<2RDW+9mbP^`wEo!T1p@@$Ml0!e8
zN@p_JYIx<0(%a+%bTu`G$pW89$bAx=6`2Wf%1KoF{3@pF<-5v~Q*m=|MZ4Sd)m#RN
zo%Gn?+yB^N?~T3}zREMk#EE>AVdSImc6~s>%6~uGop*M>QZ{@4(`WHhi)S>ePjBwJ
zQILBzo?F>%?b+_RIW#RUx@1RGzbT1rN-at)jxGjufgq5b-k8MB>+OXJC4xP*I67-A
z-kuwCMRT%A`QE<essm4QdyM2X0=|AJI<NT^rK7Vj)eVyngBb}EGu;5*8UCtUyd`}4
zM@X$5@?op6SV-%)1;y3@y~Pzir{R>T;%7kr1T6h7O7b7d!dK{Hxtd)%!|G>5*#1m}
zRJ!M%_tT2SY(%G(Jr6E_i^}e+QfBF-p^1_g47Y#r#WDUBa}^-@qBn0<SiSg}0gOG<
zQ5;YId+oesqx_W$6{?;@v&M<q(@_!Oxh1gP(sK&KqV&<6!^iP@``@~xmh_Ut;{QHV
zw$a;N{wG3sdHQ_ggG!aDWZM8FLcxS!f{*eN)c6mT-3wKhlu$*w+*^eY(M7&Qv2ntc
zRdmAPqw$eYyEV;`Z-V_`Y85ATVx}N`9g>se6MJY6W8_O!6;YokJ}|o@6%i3LCE%Ka
z`#=C0h=PJ#MkK2KP9ap=k!*Zq)vJdtT7u+Xf_e08-V=7&abkC9`kT5uZ<aZUx|{V5
z_9QfPVA5za9Rqk0;9f<7Ia6gh0l~%^ZUiR|QbEecn*$duP#H9M>}QUi%qB!#%q03U
zJZCz^WNT~9mhshy{vz?@=`tQs!&~)o0MUduhpai<h*oY<NuE2OkqV#h@PFpGTO_VT
z`{}luq5Zz01K=Oldqs*Z<mPj;dTQpXZu=-+BoYy7Qhg4__VA7URGRz7-!rZ-I4m>0
zi0s!|umM=jYTwl8u@G6)d*lQpXQw3#hp75fuINt#;LMjGLbro(w+C4s2`ZBrY6eYG
zwB3OS8`6dKP?^B8o`Zha)e8c`Sn5Y!)R4ALw}tAY20$ygnC76aw|{uLKAw<TorZ-_
z1tD}vZG`TjJwAeNIRT+eU*kv`LIJ~*ve!6B6|Z5wiv$vp!n+AT0)pRc2h%)hwd0=e
ziDe<Wtmu>*HaY`J8+o;5d9`NQ&meXb-b6R;Zj(H{E*Kc7uJgUo{hy^T+J;w<Ebc$O
zrU#bV^%cb{#C;}Ww2O_q=k@>)Gn%y0ZeimPjk1h@a-zg|#|DlkiMs)d;}eNvjznZ|
zU{%5?`e2Lxs*4w@3e>&r&@ceT?d^D7t8D<vML~nUfe6TT0fBuU9+m<SCQ7|F)iJ)_
zu`I!e_XbLf1P_0Wi{teQn<U$T#K@52fN=l79mP8=SQWl8{h-D-!)}~EjnuXrNj`#K
z03zG&kfz&6jQh7(K!j7anm09`esF)$N(Fod!@o{#ZvxPIfNhb8$RjLFw*p7PQz{6F
zlaz0}BOfP2{fBPDlKdKGZ>dnE&|cJzFABwTgfc~}ZqaXU(XX!20FOZwjPaKN5&>3j
zw~P$6RK?HYfg+ss-o@13#c2+O`XYtXqW1Vu_=Yhp5SEddRf1OBhq@xMDwKV&)Zppq
zOYwR#@l!H!@>uZ%jr!r(>0vU1;mg!vjcGUTdJBex;JX!r)D{`lWEa*?s#ThlriAVI
zmT$<~Wjoy%IM0^KO_V<TH1A*Fef&l@?%}b*&yZqg%wf0kOt<adRj-N3t<JS63Qh+`
z5i8af-=p=RMv8D{%B1sfQuT?C5<9Va?^qOqpRQtn7!vHy@!V3!hcnB6+Y-6bdGoWr
zMa(C#xQY?jCy_Z*>)O&g&H-!l`9XUN^@j5^cYs>>xfHr(Iz~&xEq&HCL;B4}YX=6Z
zVrVn><Wa=5;JM-Gc`9&H>490CXynw9?TcMjJZj|!ka5-bWl+4)72k+(@Zvj)>`r^g
zgvhrvj6~|{Wfg2sZ`7){$Zb0DDl2P5$J!T{_@rlOe{N#oB^NMwK!2aLm@HwMs9bZu
zzz0kpG8yT6Bi$b$*-3TZcKHU8wV^jh0Ie6~sPLUAHg1IDJ)$tLGzNA!RE`mvq>Sai
zZwFSD11x&sG~g1X<YuH44RJ)YC6Z3HQ6-^J4#_3BrGKj!-qPeE0CC~Rl?woYxGw_Q
zZQt&HN@4Izf!8zA*V3**3PzN}S@RG-0DAp)%8n&RhvS>sA_TaLkg=0nBhwjP+lyP7
z$Uc)gI26e;2fBl9Cmk0;^0y1LDAGg4;%MH$o<AAu1@@oy;UF-vy-3P-9kHkKDU4T&
z<mQG;H(ZCQ<SXm$j2`KoRjY6@9a|XP5YcMfoTREC_+0M?@!2A52f@u0yApv2uPoKk
zGi(64?9`kr>`@ByE;AD5u3_rWGpEC&H8v#2j21VL8mEOTVpSNM(h!klc8|w&EY<y8
z*snVOrUAVMN&xw}7Ok&Ys6TGw<}Qv`you=}02)c<S4rb%^TF5<fp1DQfE&Jj!nHN+
zrWyyLy%MeC6t+ULipHx=zh?oSG_6QV;Kijl3@*CSi@iDQGR;5%d#BGc?m~f{3teBC
z86&K^0k#3l{wy+!Yk;oMZ>}TpLj#o*<*BT0oGt#HoHHXu?2q@FI)Wg4`uB39^o~-`
z{dW;A)A|pqv*FNS>>3*1hma}d6?*TwpwQKp`jk#L&+s#2W!I;q->JtP<&X4Um6K}A
zV_<9?Ik~6lV)uQ(xibHTnz*)7XpipCZ}p$x;n;|T|CCiXrO*646#16v5~Nd8lleWs
z=rc!mO=Jc&2@Jb1)X2~S<{|r>zHZ6)Z<sBSo!N?i<8bfmUR+U4M8<F&vWd6j`HSr3
z#Ot|-`Asb5{ev$bYFysV;8vl|c=YV<$?d!Ml}6HD+)BMlNew-u!LK@G9=gBZKd$BO
z=aTm^_AWyI%!$v4EPg%w=}PD$kNm+U>{+MJ6X{sQxB~M5?tFW-vMtkQrR{Y4dNvm_
zv#ii^y?uS2835F#Dqf6?380c~f<s?ye#1J6Dq?ZJcE8IzbS-vV97LTkCO_*83;idQ
z0@FM0A_1>|TardC1)tmEaru>co|c!cPgj?{CaSI_W?EmfU$0@`6>`c$sGqg9)O4W#
zZZGGvhBP%__%{9Vm5d0M&$$GJ?1IxEcM5K$fWiu(tB|4IUH2NuX`%B2tC=V9-^!HQ
z3QvtjT5sxZX|ig=eli@_@XuPkX{fsM{CSwg**tds^U(Rr!jEFtL3Z!5iK;7K<cpJ7
zJy$iQ*ZfzlM_q1nb15emy2hA4M6jbOYf$L;0Guvk1(R+ahzFQD9hVEpw0<cGS^2g0
z9a8-#j}39yDlLcE{KeaE-HyX8djgDvqpb-5ub{E^|CAfg6_p`Csa?ImtjqqYsj-QC
z*A;fYKIR^Y4!pV$5`P(Zbvf_=c_-|}B~S~b_f7$~ce0_0B03BIgPGcZB;Q`{KyU0f
zj*vuMIgjTld9B(yf32nxI+A+pv2{;~)cn<4<>Pw8#|?&Z3BL|&hEYof-gOPv^AWnu
z$xSP$Dctw+BUJujXlVV}+LX{=>Zk2rDo;*J{22Es#@{-zjlEvUWozQ(wsnu+*$#i}
zp(M<zX!6uI!0mBkXjHCWWrHkvt=A7v|8ND0rNOP%R~K>xWbM(Jx=2XJ6HV32v0AQ=
zlo+)GaySu+$<s$-u73Kdz%9IO<I+Mfuuko~EC0eH;BpS|{=^_^&q!j>AUH?&ZBBSG
zMSq0t*QlO{Lr@OKfj9cjlaCC9=@^JN;NjBIZA6>lK%%HVDLhU;(}8`w;6smqvSwsH
zHRMCbEowg{HVv`N?*C#4JVi@-#Lx&G-~sB*J^oLpeZu^XO))rSWllW>WnCmr8iJ9}
zSAJAPa4iP0kaNHfk>lJq@oMl`L<t7Qyao*m6d_EK;z^pq3pn5}%%@(+;E1unks%U;
z-qpa6^q|!JobLrVfA!rO^xYbGsDd;Qu?2(;b2;%yGl&M<oYPn~)BUvi$F@zm09%y^
ziyEE!-1&CGiHS0@!qcOoqv7MVb;$Rq@n4XIaP%zJD`Wvc&Mn+sK3Mc>Za9CaDWHmM
z0$y}ujZ|-EEPlNr0yG(@`nQjAUJ<-3<w9Vq3P6mgCZPvD{dSc|;XXOOTn=5Fx{5&J
zIdUh5TJwPFGXCc^Mq95;wvr<%&NM4efj$^qT>a=9gH^<|W`YTfv6y<B3kJfaq{T<W
zp|<SGe2k|Cm(SBeo~H);q_#HPY*Pj(l(HbzV&9#Q=bJUZ`G$6dETW9^=1BO>DfWd%
zev3?esTD@oR(Q2A&?;(c?hnTv49B`X5c!pUVVZei{Pw~qBhSXhr=)0C-Sv8{_wa=*
zv;42(r}tlazD_Koh6zR({Wcb$z4b|Tl*+`la+Y6<CGpJtw0=YgXT6y_5r}f82a+4*
zTq^>n^{xr0%tHy;6+>pOd~>X2^0|A}KzZZ%=!|Rj`!ssNj$1-YM`M;%x@@CV8O*y(
z?&Yq0e7p}HXp`T7dii(>TGsC7)^y<xCBhNgQ8<#Df#S$P(C=8$Rb?r3LBDkhj&X=0
zQX?LnMG92LV_EF#lrcArKU>3(w-DTEuv)RBkiw)DrJ(y;9K2Aln<)H}2}|@Fo6h&+
zzEB2i4N>M1_S8l1Mg6~IdS1h`A5HL&H==U{Bt71~9Q;PfY5RkUcV$;^|IO6r8l`IE
zi<-_vA9%b-eDaMY(+}?Fy6cFcLt5>wB%h}*NggQLPik>0-SIPZ>17F{X}{W>NJhch
z1E#%8+W(?r(aL5beD%(8^UXIM4AWWU&&?h!ETGv5%D>3h$u&$7+yrYhka@r_V#D<h
z=(o^ooTA>Jt~-E)GH~71nnl~2!-;A7lIV1Kh~rk1`~NGf0!4?bQwqip+OpGY*TVli
z5RHf0uMezqR<Sb$ktpjZfGJeS9D&JrtFJqzKR#ob@<9iniUQTUEo$MKV214Up3yDf
zi`u@3hl5Gh)SjXDZ3GDz8BIYV4~ziOYDjMxF&`Om9~m71?$=v7hscm5WjI~5(0AJZ
z5(qslvk7l7k!J0b%D^edmOK*tA6WZyR90hm;4k72=E^F9qK<eK&vD|83C6t_&Fb&-
z7u1!9R5j)w8jcP8=yw0&6dtGM67C)t9TJ!q5SXf`Rbk_$q3mU%?`7@c<*n{z?z`LC
zf~klen%^vIP3Kic?i&=jrxjJu_KtjD$MuS!CMCWGIF*!2$e=#?H|m+&<+m(yj1S(K
zp9W#VZPj#9w~R&n?!k;nfq7>Sd<_#{r-nzcbJ_E-KjnP5h6wk9BUd2+)Q15W*$To}
z0i-?XLtv6z3N$(fdO|w{Oe2CMg&2xRG`#68ZCxhK06wbU@mj@dJn<bG3g|fOS!k&A
zbi5>BD3qV4WQS`FT||(hc4Kn)W0~9`%r4l2@=F(iAUEDmMrl!-iS*hAugOyZAD3@-
zaY{B**BiLB-E{%rvdVk#LnfoFUZg|}4LEnR06;bpcNLI|Qf59xG7JfVZQ{S-7_}48
zM%)~t+-ER~pBaKi&X3D_I^$OnzL~;P8}^)72q)lmTZ34GQD&#l*|91q3nuVY$n6k2
z;;_}IO$tV_Fllch$7>|tE}xX$H3&m;#|F#~c#gVZ26p@gb`{fhZf5&g=*je#KT=~r
ziA=;{lg2vT+Wng(^kG_4kR1p)&<xW$ZzlCKz8AGSbplginI_sd=&Yc%9=7jBwG7{=
zPT39seti)vuwsl7-bP3U1{r_(@&-o&iKCQnqhoCYv$iqC=Nr-qB9X*Vxtf$%h*FqX
z7}2A!FgqnBb|s}%1e~~MgtL1@sJri8LS`a43VQZD5s8h^w9L{}jn>qT*3?KheVA^l
zlH^H?QwDku@CC2(5M`LCyuu^}0Fj>L^!AmbQBtu=MM-@Q19@vx#o)vF5ff&izmJ>5
zM|)5`isBNyjWXQLcVE1Cta3I!{F+nf-$c{<!v(*vRei!xdEwM=0aFp{TesL)S=rj;
zB>g>H4lgHXv6H*l$+ssx4`xKDZH{<waU;&-uksY6d=Ig!Z#YS8iRwJ{j>nIzZap4<
zHWwJ|aQ1RLI1)Vz<Ssp3uYa!}=96YGJU0!f)}2qiJ(EHEGZp>|&T7QEXL@V9L&?@S
z`)>k=1<(nl7LG_A<HZ0M0F!G!OWD1Ha*cgnO&7ixS72-*!6Ol$I9SUBZx!%LeMm1R
zj(82?AP!OwHw5nHp$Jvut-c?0y;A8MlIbdIW_B#Yb}Y5ew?uWfyma4s2^rYsd{?&u
zS46HwS%xR%b&;QjBA+5kA`snY5lDoiy5+}vmLH?<gNYYZT1H+54ZRE*P7Iks!o&Ed
zuPelfDn3KO-%!yme9<lf2F2h<j6G&5DM5uXYY?h?o>D;pPUh02e9q?Hkoz?9V(jiT
zL|R7?n-sT{gg5cseTCfv!ee!2p(m<^q$?+3|D<+IZ3M6J4T$aWt0xzSBIaf&2Qq8~
zeV)}Cu4GQ<xq0?>ohT6jFm8gvu)e>Zsy2WkK*Gdu=q#uQmL(m&rXra}!6x$!)veD?
z$z%_X)N0In7X!H0Pj^2^=w(Hq0l%IhHjeK<814{pB>osWYMZCKY13USv7|2H$C49{
zm~61sN^8nKrS;T!LGi+FnlU1iK!qpySfld#kzvl8o4V$g58=8KG5ze^ej41%@c~lh
zb=vrI&eE_aIa@gF`Jc3Q#1KlS+~}q+)s%<I`?ywTpccK%{BBmRgQMeh9|t<~rQSVa
z)<2E;pLMc>*H_=od__!m6{>;XCVYDG{UWE-#MNg^UBuOGhW5y7P<r~sS75*y{QiN^
z3)3XrE2C#pEcm0MS_%VlbI1D=Kwe8&@TLg*m{{sO^?c2J8SR~mr9_w*Ur#N3=+oL=
zNk-dd<<RLQ(L9RN^y13CY$N2J!O|n@v&Vyn=|s=1!)1yH;jNbh4E=Ru<?xE%Qi1!k
zN3r)yzqILI-8|R9l{q~4i!NRI3AwGu7Sf|2g|VNPnxu`&N%qup;c!*mycHKiW2agc
zqWXsqbn$L1Nir@-xMg$gkP@l`0Y`dY2<{4sy%-##<YQWy$nDw`SVb_r^zs@$p(uNx
z#lp*L;o>rXa3IgjS|cfa(kKP9vZHSpzT5Mid+w{!K!7YXEA9@WP2KacSqWCi=GJb@
z-BBr#`40+QWy11+QPKY=Bin+(&jwG<ZdicuZFJz?;&=C}2~T$H+EG+pGpwfbMc~!a
zhm(NhXYC=rH&X?zm%Fa<zZ;#KzrI^$x!U?QE7Dw}L~^=zjXjH#wpM68KRr2`S;c`i
zNwyKoN?-n6PE|4f{c87*XC@9|{lzPw>_B71wI7uy>$}&lR2$Bu)b4<>-RZu*NDOJV
zobA}_9e;Htf7fz$dA_S^tG6j5alwMDNh%6?M67^Fkz<LQXC<3w6>gIL(>(Lnqv~MJ
zAaO0OLW1?zd$)3#DI@<+g@3#}rXngL6%Tv@(yKj0bXKzRe`L`Z=2LRlsc=n&k*>X)
z>k*J3vGh?jVNegu7{Hm9#!6Mcn#;=k0W6@#PbqD0hoi%xNk<32K)Bj2;bX1mCv{E3
z)k_|k50ATKy?+0GOOZS%LWDh`Jym+As6Gy>c?aP2sNzSv0{{Nz>V|oSqXQ|*`X1cj
zZGUma_GkO&nRHDAI*@3#4-hk!iSZcx)`;`OdjkFsUpNegPzv=TTwk^QP5B-Ed%5ey
z&Nz0g?#+X!CB>cOTk`eKcYZff-8ygdIM9~PV0bDxK4+BPQKjJNX*~5Z!|%ndS0DaK
z1H!_UE3ouc{D<CK{`Y6G`u#&c1)2K2?d6iX@roWQuBD&mJP8KWjv7Z=&_&wqFFh-b
zQ+<WYW1Y(bO<^&*-^tq;7<0Gj8D3FqQ2Dn~`CCvmX`MIal-ZX4bSYi>Y*{*|(me3U
zGb*iTkUo|*pGvxwsqstr1j(00z=Kcng%&6|d%QHZpeQJ(C?wyJ;c*6-E8OCerD73J
zMe!hf)X_7v{N%g6&oe93Z0r|P5pZhABaYY&c3bvZYR;sdJ*YAbyMPu4u^RPP)qJ8r
zncE5BkjNkz+D%`Xp%bryjY3dd6w!zZgqV$5xnHATBLZ0()g$0FOxBbYp8hKStu48V
zjA~vI8NBz*_tVUtnWy0U?{!M08@1~%9)AD!*H>Yh?@pKD4J6?^k~RYHVE@;%3b?Vg
zDE6#xO{d+SR|6u*6u>b{|4d{^ol+DH@^g;X#Q-j|5b+P;LAzrKCD0RC_dVM~A|X2x
z{lD{N)t}0$4|l8CqLqC)!I6}`AjbIX_4MmhBX|jN8Zs<FCLkX7%lVbjlVqbU>xyv_
zM67_{y>PB1sSGRkik4-AAO{j8+%KR>a{0jJOEMfPiY_>XdHikiXkYlUMqTz{>sQ7g
zYpz?3XBj|E5u$g{-7;l)KorqpskcuKf>C`esEZY!B^Vd`e5x0lEh+IT=7;^akw;n)
zSH=yu3mD@*0New2@|vFv>_6#V8#4l$4q$vEL~J6&OV$uRsQ}?GPOCF3H<Vra3yP;)
zTE31)pfJQkb!Hx0{VBToQ~xt0hmT?K+4Lp(^gjxT%fyt+gz%W5UB1y>0qf_5zDLSI
z<6chJZ*$hCTBoNj#V5Dsr`K{)RYYUVY<{#=m$em@RTg2MnqTjwE^frk#hr=&b*fr^
z^X@a3Y>DjMPvZT}-3vk<F&@z$3!AHR(h`zBey)ADYT)#mR6Mcs(W+TNZ(j-5Xq5<;
zV+F5kxv+EPhjo{-y+|BH@A1v!t!?X(F~!3%lewH$GiJFQRx?)DT$jqdGG5*ht@|&b
zH++P)EI)honA*IMKws}PI8Qj(4PZzpqNNKLm^IA2JNZ>_aRW=M2PNhWb@8(l#9_8v
ztB`FyGvxM5($sfevp0#^UBt-9p3GwsZ)``<>{3V$YX&O8sbOi$P_*hX7lg#M$+^Hx
zZ4wC|y7{hJUSaAhu0vkw<15K>)@z{K%I%CGz_C5YBNbhy%ZOhqy<lAKiamYxL<WiY
zS)U{GjzI8ye@gN2GSauIvm8%yaxjUZbWtarqVR<o(AcEZ3q;ys(}@W1v@ZEA&FnP?
zJkJRXyAE2CUTjbcJuXg2uzvXb6Xp=L{^pwhI-*2d=aQbAV1_pL`)EWTx>WG4HXW_`
z*K}U)<vu&Z1`j2Y&X#DVTCebG0-UMR>W(~$NjK2wpSQ_Jv$IWT^S{0ar5mB7Ev6r2
z2dD6XZ|cMGZ*;W6m38#t@n|?yQ<YAg_so&q2Fl%On*a<Z@uXtRNyx~^)r+rFOz|<c
zAn%CKx=^N!OHtu-4b@-pSw><Jc9AINeyUUTbz(bS`*KJv+|i9}N1N=9^c`wAeO&h*
z6X3)|f~!CYUXB2X7fejap(PL9B#lss=enB&ji`O1Y7K;RKw@~8mrgykLu{^v%o<1?
zXCX<z`c{O@3Y&c2rcbEkilvZ!^#wZ`bMMpUR))KKOEzn;ydVYmnthTUkLX=*?@euw
zG7KgDenmV(2Hqxv(8a23TY25nad8R_)U{XlFi^Mhar7{7^i#!N&Q4Cphez5TTcQ97
z9ou8qSZTFSesBje68QLgmQ$>4GMwybcxUVTCi1svufA*8Lm%4LqE|eeO_mlv9s+8O
ziS0bdh-6mY7EGK`hSV}s7L=mDgM&P`yR9Ri(oOO)$=V(p;hD|U4eRPdeKLAu{gHp8
zkoy2<ea-$uUuaZ|vsYbU+DJZO6L7;qo_Bajbcl|kz$`A<y^3IWfgli}fFFpxzD@w4
zv}Q+ME@&m1X+yIUPFcx)4o-dCydBOUuK~PbS*?%>(1#<!u!f<~>Qu(}1!SSSX_&fE
zg5fBk^v9pI!f3|3uqT>8kQ?8Z%>N(-iC6Xe#_^Mj!Z=e<|8c!?zDESvf~wHPy?M4F
zf{G{KI)d`c+^awtoxlk6s^nKppEz+Ce7)}Gww3Vc0kU_8ml#9R)xgwM*#i1+v|5em
z6VX2<y^F?V-sBubbmQ1{?#Wpi%USAj10DxB9(k+eWuM6B&2V)5Pogu(0FWsELkFNA
zei&*`8%9P`z)8dOwIzDD0YpR=kd4=u?NJtcsK;)>h(krYev5S(1`$?kgtsJa5kM$u
zz+e}Nk4LX=nC@&DuWg%Hwi;27B9OyruXICi<j&IiKk}!3ME&s5Dxw8WKmw~pbu3nt
zxJO_JsMStJVqi=m%9|vB>b(u)#i<&l0MX1lfZbm}U|2w8u#|TY7Qr}dPs~4iVMmKE
z5D@w(BIJOKT7_^jlX9Bhb1>(+X-;owZY&||M-e0hRGWrK-E_7R(7X9nnf0&BPJz*J
z)?)1+zx(&b%%yHQc|i69^5;W~J$Jr5h!eI}6cY~%JJdLCWM!;LhP|?3?F{q4&Y!PU
zZfH4d^u?oFl%NdozEy%~0v^$NgAiBf@Rcl??Y2zdYOnPu%J-RK^T#9K#}pWt=6(gW
z$=jn!-g&Fk<_1ys5Ni!*f46@*{kpDotf?Hi>#F-j#1(xn1k@A+@JreX`Q%H7rzU1j
zLedkpVh<Z6weEh`mHhcobSgpmm-;p=mPL%r?NKm4%{+*QH&*qKv>R68qcSW`q-}6b
zp8EOJFy)TA)yrKdmn(=JlmRu$hzKAhq98&75qG+TLN_gTvmQ5c+e3I{F<pfUxsPys
zSt8PJK$*_3FuX_@6r!I&isK&%*E&_XKb-apM+C8M`4$g418qhnrl&L%r%*&F4<)FQ
zlTr7Az^asRs3++S#J&5yq><{#Zc<e%Vd!IJu=_BlE1xYNnL8huD<2K{4+HW^gVPy<
zQ&OyoRgao+*vHf)3P;elc(u#q#<GHsqFpcH@0C!^+{XsMxHKT#_eDL=;|-<=fepj@
z?@8MT;ZDzD&URkNJCA36`t-i8cGST>n_`V|Xx)z*&_oYG(S1hOYv0Xzp;2#Kg(Voo
zABWp1Qv%$E2xh<6S!TdI1O=b5J+YXQM}c-kg$N)4nm)`U9OEZwSk@bKcVHiQO*F_P
z6S&_N1zB)B^C`X~gcI10a-G&k-r5pAm$Ek69|C+PoXB75E|3lCdM|2xyt_n@z#~d3
zO+R<vJ<;J16HM+Cx!xgQGGWk^j(4shW9jc`Jhu9sE{E?|eN<nI3OF|%JtvS{$lfGi
zZrmiP+MSH&D`Y}b<CNK`@F~Z>$t;hmAEtdR8Pa^YNA{T8Qw>EYabANqMWD5<u0|%1
ze{}D^U?YUb(Zmz|Og5t>1P>aXE7~CP2k5RNPCwI}Tb3-&U`%sMxbewoEUVl6SN!mC
zIjHN5$JZUpq$^=0e|{<YJ*VrSRm}BIa`h`sMZOXt{fYGCD?b<N)AUNoEn3BLqWiZM
z_hT+$JuuN2^;1|wmh)6RQ9M*tSu<Spoo?Wq$__As?m7YI6rjrl-K|!Tg|^LkfJKdF
zx2-lz%ynJ8KK?qeZn;RV+G{Z_u3>v!P<3SMvT5(O|IBsU-GSlrqC#j)(C0+gq}-rG
zZHi)JhPvMw-nU0m+daM$vx%!&0=?I|r#0rRU+QF>G(CQ==^l(9KVw#^+xQjZVEYeq
zI5=P$pt-!*MGUyBG?jro_*!XhmtyDDLYn+>SnJg`4OVtB(AyI~(>C*_z>6>l3_I^h
zb}-+MGLw%%1kCncN3-5>6rwkmCxD%L1J`lTwa5}vob)gA-!Ww>zHjzR--l9|rBdDB
z={hS;O@B(nKAYU6Qj6zE_itUsfM@M3ALv&h2{;m;Fs8$&xA&i__Tu}H>xg|3z^gWj
zaBI73{C>eKsMTrdTS@%}6_@5g0?e54@bUZRHieMK-h&zKKYlgdpsM^(k)|4f=6!V`
z@cNH%5{CG+P-Y&o8aKR|(wa1saoEy?cU(otY13SQh{5)c?~!%GAS~ps0khkJ^-@En
z9~L{#dR2Pc`c`15`=7ZhZ|txqQ5a|e;Dka?*T!m&tqGSGV`t5t)}S8%eeNKj#-<|#
zAZAx))`tGw-tq)cZfa<aU=milj<7TQ&q^C$$FP;DnT%LLV^+tP+M1s&wFYerj(Hce
zn%3ALZUK=VPxM6j_tI{>-Q%6=S5@*kEOG}G{=ZCrdsZm57XA*^1pYo_4sp#(vW@?|
z|3)~!h_j|<3tC2FTxWi3mdZW5^^|$xkwk6XW~j%ny41}p*(rI$s0D`?3#z74xT><}
z%{3Nwjmtgu9r?Im)&{r7iE<%lWFcvTTN=6}=eb9Xxypda*6s7pNMfi-li-Z2-{jJ2
zahG?DN^XN)F2zvU*iV-<0Snss%_r^5c?gs2rnX!^TdZB~O#RXFNYg){(76#PpoARc
z0|%zrLseq(-Y1zgW5S37*G>0^+#<!WrmXndg`MQjD=WA8y01Yglo2B^GP!VS(g-%1
z9r$J-IPrB5rWv*B+`Pi**fufaUsH1{6_NE&d6CS~Lth2D(^t3(T?>|6q>6%9K2-lg
zLh3C(f9Cj^(U_;GBgLNESA6iFqu|hvBij(;jYsh7tVk%(W>2naOA+r%0|f+}D25Q|
z!8gzZL^WJF`mZBUhQb`7k^<C~1C$ls|BCJ76O~=S78i~Y1T~`of8PM$u_p$M3caX5
zkFaqRfXA_w#S%$2JVRNn2JQE9y6|$M=71yPh+_=tY|2G$xqoW;WhuLC@w}nx`eJ)f
z{&DUxkfS-6^{OGs1LC%mM4NrF3$uhZ?o)Kxy=z$2K{W?O{OO};<@AVd3SzK2Sd@My
zXU58ts0smTTz492b=Tec0K7A7kj9)=L_g`00G}G^c40L(_{F!t7khy(zMZ$)D+9P<
zATAm!M(`@Xv*F`C__6o%8a}<SeY0n=I3lmOXK}NqJ-ug<E?Rl>&R=Jqi)!6nbJmr7
z=9#z5GaYwt*8#ZX@cOji=Z2SO-!CalZtjoh9gIDQaYEZ&Dxc)6oqifQ=<($sXdCxz
z4M(o|1%d8a@{a8ZeB0yuwkQ0J)bH))JCSdSrg<T)y#Lfye!Xdz`qwb+U&8b3VUk-s
zIsaL}gl|J~gA~=>sgp?)fBn?@6go-x_FdWyi3~c)H2OxP)OwS&hVLf+;4{cg59#NM
z0Rn0P?wqj4X~uU4flSSK2HETFV1MpbhG3S<eQh^#@%r^54t)FK(+3PM{vORRg=LNO
zE9Ab+roWL~D>k7KWu^5z+phL?(CwRxXr?C;qxM|=GKuti-*1S$=uH^t{c{8A0CV}K
zp5XF%1K#>_Pr)KJ!uEFU0?C}xSEj!HKZpTfx&CnSiF0>1Qb=57QMzy}oLoY(n^*d3
z#hp`kKlZyJRsW%E<3QwNzWxRbfflcPI*o4W68#>){)=E$)!9`+g<2BP@~8C{@HTLN
zzHT03AsmAxEgyTpBvI^f-1DH-N>`#3b#jE+iBMDAlQC2pMAHzIA8vhc)A^c!Zv^&(
zO7Jo4{jT2r3H3k7$w7$&hY)6r&Cq++pS*vPri<C#wVjYP{6FMm-GA{kFr~op7<oL&
zmbT1VMAVY!wa>N6ort$7UJ8j`Yz>oib_|jCMPu(HS+I}<j%;u(fG~_SM@Ev~fX91n
z--sb%QCWrS$Z$rHtBRhIMnMh#Ut^IErvYvu%4j&T%12~)jPh$Z-GA7Ek=*Qs+?a(p
zQlUr8b#P1T?t7vUn&5;{FCM=5kCjX^Hy(LGr|F0v!ISa~xBC0{`umA|933J5`B9DJ
zp&EDP2f3O6=UTT#(jk%w`0W2+-Daa4yz%#*G%!SplGaT|yGE?FBVKiGiJJF1jPtbU
z=qzeH>Um`9{_$g7@(1IBQqFZmuW8Ica4dH)>Bm6Gr;Br&jpO&Xb~6!&rgRMY4D_Fc
z@6u((<@9?2Vv9aAqea9hLjUw$Mzectn?p|GEr8pA?HL#RHOxD#idr<1@7I^m*Bdi^
zz<dTftz7MK&iZGVV!<x5c1OAgHLDG^Ao&csORcKFpc)?<&SlRYjXaASQU5=Z&O4s!
z$N%D7S8mq5Mu@l<5!s;#-D@kdWo2b&lRYli%!ta~n~;&2z4x9WGb^Kv;^KDi@BR7y
z{N*3xaUXZQUaxb`^AMc?SpAR;pdzHMr;v*@Xq^nWtGmfQ!}nPcB9rbv_*M3W?X`O+
z(nkje$GPGab1U6*E1xA~zpie79R*Yq?{9FYg9$L}N~sMT5L>YE%PVf~>R%$h!Q9?l
zW@<G2i<!K#><eFFA*(RX9GJnTIT&a$+#CTnKrbIl-${Qt`2Qt1J+!&ZovRjkqjG>K
z(<9XW5e4bJ(4~O%BKcqPblA~2eu}yzv)=lTDF8G<wW{2*&)eT5EsH^GnqjbH&wG)$
z(w?sdE<b58XuzLFXR0pRUc`V?6(DV@0DpA?{<IKggG{Ua)+<PmD-ENo{17AN7ZDP1
zM#jDl53p9m5d|eMLUn=q*SukEAYxQHq);}Zgvi^9aRrF=iCjHGh)c{SPWV<(t_WK5
z=_4)DqTA(nS?=Fs=6SvWFT~B=4b<%`xk7eoxPX90$PVg`V1{F;bnAU#OxIH&MNF#-
zEGy)%ER}I2yV_cU&ZEfV5JD&uvIBw~LPCfMosn2Fej{v%DpMB}AdDc`NBMZW`M8Gp
z1iJ6>4Obz!bMJDO@^cq*a97+H%ok)YW9KdA<*gLp`ozgq#K-knNWcN{yc^p80F29Z
zykGuGu*CUOsdYicZmz{)zQa%JeVAj*{dsZW9-#)|`vs3bH+{}^)}Ko*`0U@(n8Wns
zo5#P|<F;&vc){-h((V^iMJ*SCE6tui`?1?6EGd<1fFZ3PvbP_%F~zb@0G!c0gw0Jm
zZ}=u$J%{y)oBQ5gO;^ud!epa^|3$<3nep;Cz)0T?`D^VzLhgNQ`*3jLdva~FrPFZo
zA8bS7UUJxRMC$qyq@zsp_ur6T+wGNoZ0|@b8@{TK0D}I?5>KC8j#_&sPX5j&e74~4
z9EWFD0&yxh++19eh$+~LsI1FOE1FyyJEVFwtg3daVqjUNs~;bI%<z+lD-C76h`9CD
zT<;Qbs}NOY9#;mkG7iSf(aXxJF!=)|+<LyqTasqhhH$Ria;wj#SEHv*qXH66H51;X
zq_{?YqW~kLzCMkiZGZ}XkQ=9!<GTyaBXU5HhECo$)EWd<m~ILfMDZq^i#Fs~|NTwC
zRj7p63WX7JVG58gXmp6mGnmf?G>tL+S$q1k)&1z~ZzKbXTK!MeUw^G@ifgJaiV9AH
z<>VoRQjw)6t{l5$<6N|d$Y_33p6X-&U%%Te2v;$RITM7S)$did6Zp(D>nEMiSpKF)
z(05=dUq2FtW66}Z2*N3U(AYQKAke(L3-AvyL9GD3`>QDnVOYpoH9VMy+s{@34onyD
zPGmx8T$3@GjMUxN4W##jH%Ro3X>Y!#?M=4331<`QBZT<8$y(j8V8(~2sfFIO8x9a-
z#RX@R%KuK^ki`;=2xR%*k|vh!`Oj7Ducp0-*4Bu!XJLx+CxjDRPp?PQ?9U&BOXR4q
z^r_IFVD2(5>w8w#J)S=MX0`^R_UqyJZL;6{@Xq_Vv{d5l15G|*fsNpyNW&aq8V*^=
z5|!OBx{MWI@E89)$~W_BR;6oJ+gKFynI^v#6z`F0A9`W7X;Z3CfZxJT5Eke{Z^6fq
z0pD5dZ#?BGIfGw%?bT&5QS=o!4Wc}!pHu07_|$O<nBtJ`rG$U?&&A?kuUCA~#5d+`
zN=0=Xre?*_3!XpBu<fERO^`c@g;n=NO>*8koWiZy?BWoqOd+o3Hs<Ep;%x>@Oa@F4
zmPgz#h-yVhL;S>;>LMav6MvKMcrZ#fW)sZIlRRN)gO+l^cMG*|;qYX{4<9}?9sEK+
z^FBpXPrr6*#`A%=TfOi_^}~xAk-v?i<aLiAhLtS)xs3a{@cmNwjuq3!E84bc>8WLI
znMvMzuk_q7X4Xmu9<r}&_2xsUtZjkJ{hgmoza{_p)Ls8=Q+0vA`*)7La?x<cou^KY
zdB?lp&$rH9kZb>rezvVesl*I;2fy|?S?3OWf{?x40~KOh^S#^}KggjW9N)kKag$(i
zs0-fjVrk-0m2~rCpWoVRM<HkH1lP7}Z2g&XRkn<@*H!1<+qRVWqvimsf$g4UW$HJS
zzn333`Ogp;pv>_ba<(&l)EIQ<vApe!tL+a>WguktzZ#x@#s@8pvzuEne@oIw;vXe~
zaIQ_o$0$8~wx^_&s;CtC3zy-iuTANUQ<$}qn6zmaAvk&aSTo;Dw4&VlRpENs>}2zw
z!Q%QFSWwL;1nH^JlIn~sYcML&*3m5GYvV(L9bYH3p7GqV>5b!c+^S`~(lxrx|8HNx
zvP<?8gcE!fv(Z!4(dJJ*#7Kl}_5FMJ_rT1oEeL-#7PH_YLO5Q|&@WtV$LPkct%5)&
zpc7~{&3w83glQ}Ga#08=<Lge?2wnDeUTYEwI$D~mnVPEME6}fc`SpSH19vy`+>*xY
z*`G6!Q20ul1Nxc)((!F&sjj35zn7d`nPsd@ebnl?GdaPi(Q!xe!ny8XW$u@^rR|!D
z<iFSJ#}m8WD^kt&Z<IaF9J=2AEx*`Ns4u}b_W3=GY<>uqnDblI|6Et;`aq~&T+q};
z)3MUbu}t6DxoLGew|^;jYPEW9iU>i5VkPnc{P7X+Js|Me_HY#G=q>_2C9b<I0yW^H
zxvU0OOlU2&MvS`9h*MO6LBtRl@HrwU3!E%nqgdCeH|ib980Z`PjX1RCVFwl&Sq3ew
zpHVGspJn|69M3^R>$WWu6V!EU6TgU1)E~EOp$9Z)L@fTxhauj+hQH6hENxrIZBgxo
zA34KYWW*4?U5LzjSq<4c@o$i9KV|m}3a@J*7X>us@49J+b9tbXCw3ZY3O+eeq!#2L
zSd<Sagh&WN8zPZG??YW;o~cSq&e6n21z35T^&`)Nr+fAk%%MN?On&CANL=QV{a0Qw
zukgo43ABtd2hN3mYzKhmXAnF0O?eub#VHxdsg-ZIynD#XMnrp~a9))#%^7rv@tHP2
zG5g>}^IuPf6#|^k;o-Wnl=oj=-{Z!@F16kcmHsVCefd|4LrD>*HN}4yjLTgdD_XvO
z+L%u+UN+8fadG-Ov+CZ$`bx;irM?m2<kVjCb>s1tSsehrz(aXJBt_<8Npz$Jp{bEC
zgcD0K22_a^QxT-$ae6-l4gmZxEK18Yr<9MmobQIoXTGmDM&;!f<N8lCo^Lm%-*<kP
zyk^Hk3I+it4tf$CJVI3q-?u$I%E#p($XFClPXv1ZI5FixVn%GTZ)q$x@~{wJ5oX%S
zHXr=z{evHV^B6`2>1x>SLhoNIu5(~S?X}t}!uSEswJ%x*N^mP%`a&uO+t@^Fllv2F
zyc2AKBOneCj>GSCrsYhu8AY0A5^lKCw<uHewawbMZTnJYn{;>NbUbk<n`iiO!p8<q
z84LLU1M6z<_TA_?z6#5VxX{>o>AIvBrGpY>!xE*#k4r}+U*CWHlSk^HyoK4}v)GJh
z<K%^b&0hPc>)ZnpeTsj#Y?|M3FP$r;&qt&e8{L0A?EY+;mR1ggQ<Yp~0BC89Ip}`!
z39hcQK1!8XSNN;6u?POt2j3+t&UUKDbH=W2vsYV^;w|P&_`{f<ShN4VNkKv@8ueaD
zEk{_ZH!9njTS0nUtw%0*H~sC;)=$I?iM}WlB5JHO8*0b@{;g?j#qq*TFsPPp@7JZv
z2y(KCF2DzE@me+BYiw<9|GIqXShV5$;EmP7d2Y{2-+U=0cW%2q=yN?ff!DKK_xLrL
zPNwAj3l8_uIFh4;zkl%1Hv^Z1ICQG^?N$Bd5=S-vbkt?w?|*G<WQKY+Ot}TRciq9k
zeiZ=U3IT%y8CHF{!w~tly?@)dP&<xtpvIJ818a{Z%ah>lGPn!Crh(NR#!At}4|^Mq
zf<$+xkyZoiLLLGuPaKv@=OTQHStlk2$<lZuNW6&{Ua<?)%UW4!rtt8FzFkha-TPw%
z(>HoV@@iA*B^W5x<pptw24ixEvqC<?s)1UY^_P_Dj5qj|)ET2QZ%e*U4URzsvIk>a
z@A5#ZL(Q#fZC?T;E|e^Aba1$#AZzfRzL!Ha7Xg8R3?TfX#o_&Dj2Qs~_Wk`1><C8z
zUi+&2Eyvs+&eod;R;*y0e6XtBx8Ve)i*=v);JX?GF_#WXvo(J7S}P(41MB#39DKT$
z`?rQY$&FplE$_fGlrKN@87Gbc)A}WFW!^`k=<DJ=DZ_gl*e>b$rBs!6i0C}|L(Pi?
zt&=I;Q}BZKElHo_MLn%0Ls|E}FhXclTcYqW^dX8r>XaB{!8<CS6fP`>7!8Brf``bg
z@aDYa94l;g6eGO}m!U}#5%9ZF#}w?wycSYFfrs0VK;{eNXzmkWg(b9wRm_gL%orSe
zwkJ-!3&hc_dv98eQB|lrb`xg~Iu2D2&MU6UZcb^4jx3&jChlu%eOsB7*EI+*w+W+#
z>B5gG*ktfUz+Ut`iKNdIHVy^j5G}4De-yB!?>bSYuvthfP{BGVWCXCW6bEs{F~aE7
zV|4B=yqeGx-#l{$eF+4)yO8{3c-h2>r?K!8=q3n=;v7TSwB@pyf{ta6Nzwvn3VCSq
z!T+fug9>FsO7?>x9O70X0l`}o_i?aC0yuM`8pdJ!h~aXoq?tI~={P-6HPq{$#jgiJ
z-3DAknv$kwB1#(U&y)oNx(Tu$Mmsd=-9FM8vCHq6CE!AVGo#ogcGkxyG1+~{!*w|S
zIEG;Pn?JWeV!3gRHoUpbDFhtf(h}K3BlmqJ3zf*@)&=U~YLYjuL%D6reRqx2<^eA1
zD;J`o4o`!p&yxrPk_%~PhyVMkt&PX+GzX&ra{sL)##>1l!m`er3SWmlZkMPhG1BQI
zBxojn&`sdLg%*az7D^mLAJD#fKs!@t|2*kEYUr6d*ADbmbQoIm{YTCBDViTsW)oB9
zUnI=wB`)Y|65YOkpP838ji)@dtTg>oSz39Sap`M=($_|1xfOc#PP1<k0w%>=XCI^&
zIqbhS->`ngVz*5%*&{l{DZwYvepfKi&~GE6o2!MfN~+asH|;2r87;BmnZI#*d2SpR
zh-@?oob~;o_4_F2+Ii)u&8>EKseZM5!4Ifd4l}E}c&UU9A@8s|Dt7^B-M=NxW;}Ns
zcR%T{-czrGOL?6PZX}beJvv%5?yyxJdnaJaPIx773{8sUW4vQvaB5=M)xP<C<uWby
zQog%ca;luJTfY}`DUY%)o#;kgxWjj~H3sDLrJ~WPwvT|0R<V`-u>T@j<`N4pk@n5b
z`8Op*0e@jG#p|hNF&v5*K-fLoU@jH*OyH;*)Y)Jj-bgQnJWqlM%&9ol^RRj*J~Y&}
zHi_dgp=^knpRv06oh@pE<Q0_u5>{43oBwH4ySmt2_!ab7h{_Wl&}Anvau5(|w2wm@
z^XcPIrGo&((aK`b5*EQN1tH;uVBheAyH!LP6waVaBK@UymPb66M=G305c%rBNow&<
zqFf>qDkQ6?&~rU+aV}eHUuDwUQn#P7@Va>n*(+`8yeU@KCc|2Mh|1hE_~d4$am~CQ
zInj^466u7Ry}SMIQ-W|e6eMQ}Bv~%RWDiLbpcoJw$O9k=k)1#asOS23d{8`u92OFS
z19<cp91${>ou0TGnz)XJOFaog=Wc+v=)U1d{GLpXL-+V%Zqo3-zy55_bt@!9n8Y|U
zfy6e=gGC!~#r2v}wkQ~dhMML!<mqDwBr7j_d8L;w(@5ney<m>`5D!8%8F`R7nqgmF
z%RAv;f$BR;n~7{f-_7U4QQ3ym=YLzhojwZQoD;DS@U<|ie0OW6xUYdPN=(PFRRkKY
zdSO=`H_T-)p;nE5MBjAJH`4QW2_LO(RanXBtVm_N(oq@)zB*4J=GYMdS>BDKkCUA^
z2Oag$embYeiGHV*$zNm<J%pWoEfpnFqgf!kb8_&bOtk7?1ZTqHasF1~V2f{L^zP4U
zIt$&%to3cqqp-(VLh+UKW=gkbLaP~%M_%q*(o>ia^X#oq5_|Kit+rHQ7LV4jwny_?
zR2NEzV@d(Z82E7|{M7S!{`O9D?@V7YmW%;Mbit4Ftr2?D>T>nF>>Hu|qNsAeDL^WA
z!^w=)Wx(&?{rG){&^*#o+O3P2N8Q5t8)T<IQ`u%Ne`!{AWw~qGzs6|%!PeE&_Qj%G
zW)IYQY_|B$65<Hxkq(4DWhDbd2X5N(f$ei(XiWcPSzqj)`=cOyuW`pI+P09uc^<iq
zRkjSG@4dS96LFQT{8|Re4fgjLp%|ZpbNf>TZfv(bsl6mKpL12gdFCfPwBhZnLu0X|
z$|n?Uasi-jM5Z4IjQL|77S@ltN4j|P)R%N<#x+K8R4+vT^4kP5=dp9e_qtC2qqW$G
znYy^&`QeKoQQNSluVMbpivBIVK4Y;b)p2gMQJ&&)ZX$2JMBchTeCICm_M%$lw0;PZ
zr3d?6D=gr+jq8oOb=&_1J?o;buh&|0G2Ht+6Zxk0=<vtLX9!Z72)nT~Vpd5<eD3-Y
zvK}cV1YZl^UKjE<m2QnQ2jIZcO>eWIP-hGoC;^JbxgY!#YRvxUo-wUsaJJs>;$11-
zzDPKJebE-wjjUTRb7*rd`gxcXF{8h)VOl98;)=H;q{;s)f&R(D<y~O$zu*^MtgCZw
z=Kjmx#z4Kmt2J(QeBQ@nXcpj}ZESWDI)$zS0CLOcWAjP75B0J>DFO0UJw+F8V=wwk
z=ty*j{8{ATXT_g$XCD`KMop7$cetB=kB&9qsTg_+KC}qLXHt<45g{D~pRO4_ak<7E
zX2rOB3yjN?zp}@B^F>1|d66}~_G7D_jPZ`Yk!Sznia%cXGiSg2?MwZFDPCoV6abd&
zke)&z$X2jUq^$-~5K$>HHnL=b-~;3^g>u}wq5Sv|ED{B~aSH7K;A{uK0YcOsegf*e
z3c##~lkoWV>|eje-@Oym^!HbGa4@#C^l)<ew<yY}eh2CO=lEynS`I$w_a({o0d?Sl
z*XCr=*}Y$4S^nR(F7i99U2}b_J1nXjcj6m9#<RqKe^OgQn2bnfO|o6sf}19MxhG`f
z@oX|(VnR>LnXfxDg-lZ5!n@+stMpB+q4bD*O+nv>+YCw6419N-UPu{MdDpLQS+oHp
zHI}fKKIu*;sqKrbG!TwqLKpoDXGMJ1tCo1KW2n?kTs1{C*|U%aBIF@;{wVy;d4$9v
z@R0Qf5wY`x6Vr6@)<txdn2QR>nDY)=z<GT7gPyTh6VuYrLr&!P)Fz3Em>{IGoUq<$
z;+L!m7*r&g5;z)hOtJxofMj_fyP+05>u_p!zylyc-$Qp9DUm~W@&q{rQ6OTH&3r}<
z-U*@o0IelKrvu(w4%i@aH19HUW+<;@ik{<8?U@7z>{Bm<g9?akunSXja_)ofzOqsR
z8YG>-?^%_3qI~3J?@rPyuxY~}(z&$zXHfw7A7C2<nV&$TP<1doF)V6c+q6EhSS+Pj
zEM!=lc|@Bgs8q$pG-2wCtLee!=zO0cW6D;Y-cEzSm;;$W#@f3}Mp9PbJ^NT*q!0O~
zLIIy=sRu;7OdJ@ztIEOP{3^f8PHsqpL7?x!65sNI*-HDy{=5BhDSMMe!$4~w7<F)?
zp<;inH6Kk!h1A?4kp^Qorfq_GUYIU6M{mL*xaysLFQbKq%GNKR_G!bMVJ4NPeqa3-
zlj24yoy(dVd@uiwjkq|Px{;7aq4-IKAjjc*CWfo^ckIIQe-(wdsm5I0kGW#t1WmOG
zLwTYqqcbbX4R*YecXLS<>}~j9)ZssaQDUGY&4eX`)Oj!iY@PIdj!{kyD17IGFCuEl
z&gR1dgb>NFK(L1HR-Mo&Nxi^m3#1rky%@)3__xo{v(K=;Z?V4UtEcrD3j@8F;QbrQ
zQOQNt0wec>F?I$oOpOiwY-GFKP>9p%hLU@g8LTz@k0Cr!0cMO*``JINSdl#(OU`~_
zpY2mW+d~Fd`QJn+mKIp=sg1za;dcZ&A>9Mxvpq}S=DN+3(^e^UOjHA@NIbbbNpBn8
z6cI)<5&m`nFt;D^Vc`krTpk&06^NOb9|2a5XSg!2gIRTVpYb%YzMUb2{0`jE2cma`
z&Q2(>4IGCOnNv#053mm}hctu+UswYr+8pueWWC0DlF!%E)+yP*m`CD2s4mIunBBZu
zB#fRF7Rh=qe_cK*eB1rH(!89_nD>oNG+Q3?(vIzt<e_ONOXbEl$(63&7qAA?rW#+c
z_}7JF$KwSX&$TZrf9I(h9{IAbg#EzX`1D}qnbjkSjb)3aOnD8d%U{Paoc9<mIv42+
zpGdUveWAnkTUdILe6UaaAQbL_eeXFfVK)BwLmuh4<&VJR+oqkNTUd$Kj48eMmF&_v
z;RhaFQ|%{}rHo(t4^lxZwLQeJoj=_t2^wAB3OnW9x9*hCOq}Hmc66qkMd6cb)P)#)
z_(%*zwFNd;QcK9&PU|_3K3d9LHmAvN8bAkzbm$}|ZlxoGCC1>T<y;4kpWgmaohA}-
zr=TiRn$dv4^Wn=7PfzPxspWU{Zbp96?><ed+uFG~WCIx{0;Xr;v^T`|H$sRQA*MBk
z5XfLI59Afq`@4v64t{V321bM@rh%yUosodpZ{+hpvbp3H%$07$=YxASF{LWcPzn$P
zNLGQ8g9nD`XD=qAmgQv%U{8HXi3GEwba2?k)9sv1zF>tgD3VD*lfG90sCNY}au}(c
zQkI-3z8s$DKDpz!j|&takPuUtsPa@Eldf1q!Ma3Cyy6jFe9<Dmsh}>iwyZ2NBs-_x
zH>x%;5inb^ooKC|oCMW)kmS#RICn{vx56TTq86cOO1>EC&rwuniLjemjCvlHWgje)
z?+x&0(3wa|xoZU&80wl^L}{1?1Bp~o667~-saL0cj>a=!z5)Y}P!%0OH6fqYA;Wf=
z8TT=+lfA;Pf2v&1<Ni(U3PO+%KM+Lm6E)`|WVK)rxm+TjT*YcK5Ryklf@5D8sP{#k
zhEN2#>Lq#Wf4rE~{4=e4I`!gwM(bpu4;O=YOpxOoWx9+k{rPyx93Olf%0>#5ma=ev
zW8z+7nrILw7NXGn@bAy!xeX$=tvZX1VjTK{`#l7?M|K;i%h@h3*(fR?A7T`IO|E|5
z{oU|`b8_v6UpAAqXNqGqZk&;Y4(0pN5eG4q2s}{tkOmtQEfcXbMm^5mCE-%(%H4=`
znMHss`Jn`1b$zSMY=|wEGz)EkI2DLGMVkZAj~yKa{^BU3=UL`5PWhj|-SvMvv`z@d
zg^r3b8j9#kx-k&e3!-+QLC>^_dvWXrdfd9tAF7$WOGOSUJKXQJ<L$TS<3bQ}(+jH}
zrW`|u`k8s?o=3H*<b4ntt$VPyMe*(%#Y0>!P!Jyy7ZmbYHYAIkXN{UB>ZS2NN0v6<
z7tQtzORx};WnGyr@R?9Pl^zFWV)q~VP|qzAG3$WYB5A!|6MCB9nxv#K9EHwPUQV~0
zfshWOv&gp}XV+g)YiTL2!xa>^QTcQLZ7fynsq--XrTxqnS1)mpIhM@La2>AsN@2$8
zt`_QvCI~MJl$A2!W%W$8O-zkcW!3ecPNAMIYHE>M6&AkEudpf0cfRp0G(DM1MQ=n~
zaYWm2MDFR#GsBS=&lhBS%!?apV%pOp-zQDH35MJBOZam6NA85*6U_Wr&)w)~>^pZc
zQXcQ}Juv7ZFFCZN8C}+*?Q!x#=OVNrMA>A4&D#t;>;GeS_29y<YVB8>SJo!H`3B;A
zlQsd$*m7g?GVgQ8r=(P**!leI-^`B5z@3*1pJq&u|7Lx0KG##6pUKd6cxSVo?5ujJ
zhV125V05tzLt`yuhw#%lnQ%#|vj+{<TrTQ4ZS0cH&tGjtf14}=tY;hM_;tOFU8DVN
z-A$3uO}P6cp^Fk5Dds?@)?SUm0=AygV~Tb7tG{!W!BmsP!LnQ+pBv_EFn`nzJAGj>
z6G&TcJt-Yjsb6xdtdhPg?@n<ZZSh-jGW$;v4xbe5=zf+eKZu^xiYF>3bE+4n$4Zw*
z*p-1v_H!$lN^i)`hH#<v{siQ1m2m7*fUqH(aQdP)`odPCkaeJ^ECiw}PXSRtL?I|R
zbyaC<g^5BY$rvGVO!8w)oCyqyPkNa`k3zlZ+2P$(b#i}2&Nx&wX3X?^^jX%)#JxRl
z+1~0)i*`SEpPtvIWuTo=>n+}Uo>3uboe$Ks()B-$BiJlGGJB3Yt#u<p284}6bI5N7
z@<Wb85o9=`9=}1P<}pbOI(MDy_0T39oB(JA6c1G1k^HD51#iHWDB?n>nIjcRsF^q}
zQK7`$b^;>;t&8OIuE)?f0sXKa5O+9(=OYGD#MAe*b#PK6G1t?Z>yVK4dId*s$S^mi
zlNO@rdIs&8pclqN53_!#4=RUF^!;;NXaDy$q5|H$y<BzM_jGe?SD~q4D_iMq+Ti!v
zkH0NuVrpLH8hxnX(vL}Lv3S}Tl9uE$ZDVtkd|y)vJ>m<moES{k`WF-4F^&{Y=v46`
zqO2~!|Kfe<cls_3w7$zv*@L8v7pt}%kk}x*k$~dBT)xrW7;DEY=&~2%acvnEPKAC^
zttOJ$*{lQd@7T75vuI9PZfg%onyRltp7f!00)s+BH*o4F>%Kyacj1wAF2N62LUJ2z
zLt(Qz(#xVk7QZuFX|DC;8_|E$FK&XmC_|5R+5L3G95ln(qRekpq>f9?SQoeKx*R9$
zw&9^jtDKLGT(@1BHYN`0aXk(L+OCtKKO%>4m1%CeehP_>@>KDz{Dikawz%^Ajd;-Y
z!Hr!Frs1k~u$v=}z=A{l>pK>cTg9=rXZ|Z-%2N}B$e%wY+;*dGZ1+ujo$aP)KfeDj
z{lNkeVqp*NNkVVvt_{oVh-t*>1dRzLdiQ2{Br=W6j&_%)SdC^nJRr?LO&*4%aa~dC
zTVyt~GjkzE+1bltV@doH;%Vr+eV)j6P2q5IgUEy$!zNM2?9jKRLP)&bVM<QSbC_0g
zve>L<ZHDuq_{@`UJ>pAiwqADT+6LzCscV^t3x&1YZrRB-&Zs9$5fih}tUQ(n@{BYP
zjgeT*lKe%yYOUqN#G<1c8llfs)qfi<yIT1Vq`?KnGn;1gt`F+Z87~B>o;1l}BUyyt
zD*=~#^CJU|W>2{PBk9Edrhd|_iV^rF?eBB_v&R^XQ~Lv}j$AHPZp_ibJdnO#ztJR*
z^SeG3f(5yKJupSHV3FSs?V8+bc8o?Y55{b(9%X%ffj)gUb~3X2&h)Xr&-$M(d`|ms
zsfLc-z3fVPDJk@~`ICS1=l?R6&z)Wm;3)o}5xAcI%D_2IyES7focv6sr{}VM)|y%m
zbR7rS?rQXIDJQ3}85lLW(4-<qmlJcoJb7gA<h8k90nSCt?~Z*ER9StQ*-$TLsd~G}
z*BoD6FYV!=INw0JD8;aSh@p?QCMA23@~_El=yJuuIR21H!hhZCY{<-y1>LdwZxdgi
zlHhx?+>?Tq_PhKeatbZIC&YdUx+L4&JH~m3!A+&Zw<ti!;3Ja9NX;wOK#sv;q3nP7
zJAZKTyA#>C69C(B@oTLm=m&Er)Wjsq$%)Z8BSV%kBg2S=#c2O^hG3?Pgn#p|*|!lN
z2Qt)IJA8H&G{(}(;~0N6%prf-`#zj}==0U-`1SQVYG!8qEIuQCO|p?N9dB&pt(Rr0
z<CDwb>+ig^B-ySvRT(31ql;bSKdv|2a%lOs?De)}jMh7YOYlWZ7XSS${_@NU{qZj*
z2b-Elzp58!f-)Lcyx<wE!H-abq?$0cnZ_ng(wfCFE72XZ)NXkcXM=y*@8g>9KOO2v
z*8IGKkJy9*Q2)6fdDuZ+(`>!$dyxjz4JCC_-`K*o5&5WVneR(1cF<R$FiKEYA2MtL
zL?9c+Z9tk()jSYwqQj7=RAlvt7_(d0mf0Nu`uYLmc6T_7EGSo7xD*llv6dtX=5Ib+
zed7|iGD$oK?D7QSOELvSH!AACUjUNJ<V1kA0ke=My#lu;tfr1e0kGcv{ThXWacPq>
z2La67LUXY%myw0V`I2L~n_oMTb(m*5f|y}#`=k<+yRQW_9C$Sx1T~yMdWGUbDrDG=
z&CSsUuEnDyNmf-4spM_X7u((fLVHH0-|F+DN}C+4pE8D-1s8y}%!n?7k4dhOZz@f}
z5QT*$u9bu2^9r;177O1srA`(icLSMf>#@%HdIexB!_1$%7_PL~D^B#6nMSpJGnfOC
z3J^K|-()V4W9yI_Pz8I0EW)ee>sQM$D%UU~hp4fUDrZwSsygewzXE)+j~XhQpE_(m
z_i6H#WRiWksChGwsjd8evwotd?1R29o9)(p|5RhhlIi~n@q)?oy)A+!x-VrYPMaCG
zXuupTZDQr0!LX><<oq|ei1ZLI#A^^|6fW`Vawv|JH&{uGu}GY;L<jU3bH6UpD%glP
zj%Ud32HnkEZt{fm(lL$lv>Y#XWLvRtZG%L4yI5llM~APL#mMF+LsY+k(NbMqUEY^M
z8?BAB=*t1sFVLNm-(%S=oSbet&-hcnzvv4WjHTouKOa5!R6lc7bFYudv8LN~q&skA
zks0Bh9(oJ}vB^A;QaVC>oR2&L@6kDt$x}JVc+ydEIVs*&<P{m>{m2~$mpU&O3PEG7
zM)#oMVe1dsWuK%@hYvkVP2U<o%P{=_)#?m(AWSQS?<ix*qB@zz;$Ll><q}AckpRN<
zzx5s#Br9M@<r3{g#DftZ8`y!T{**T82}Mz^F#QgW5Pq2)k&5hO%jLyf-_A4Zp9y%?
ztgdGHc1~&Y)q_vj61J9a3naswSYFU=JF%$Tks)p7?VDmnoRz5c#1|;PjiY;YckmC7
z@3Qcl>##tdiXXT&LCR&Koht^3iPcFD3Wskjtyj9j#vfAFufK4QJzdW5)7kftpbozL
z@@?6?&-^Mlle8E)Sm|<TTf;p$@RZseD>J$LG4AQYx}JdXccS>SI4?!LdpG>esRpPf
zfGVSEmUA=-p%ag3(&$bY9@V++(@vTlDa~>wy|swdkSX+5)PtU1jF*{g=~Qb-d5ExY
zkp!^%4EYuLxI*@?-r9ko1R|;1?*eiw+xQQO$;G_J?+bI%O4sWeJW(}Zr%0A_Ps4mU
z16u>L5bXw>2MpqYFhFGQu=AKfqNCP<B0~oVHzG6?14~f5qeOcXw|Rnl)f2tR5uwPL
z5CcOghJv-gk*N&4!Ez1|K?YD11S5}neM5^U7#0wP(o}*G2k01_?&iq7U5AN*x}M7V
zoIF2Xr}Kn!ZAQ?8A%_S%V(JYHEjxX$Pl?u#E^17w9LxcdcR~%<aK-wa#=hMYwca+F
zos)^9#5oDbncPW0L%iZ+{zS)}y;VPrQ#*l9KqyD3sWadVFX(BEm~Vj~y_lxzzMC}W
z*lICe_n(J@TyHmGHst_~ExIR={gPu~fosNt+byX2dA7aG0PzQ*;(G=x1BOifsXvvO
zLJy=Qkfk8pdP&h?!Kbayc`7~7*Y1Fs&-wm?K_rhV3238&=cX)EFiK)5X2J@*)l*$Z
zGVu(AQ~`dbf}hG=%OV5WRL<w~n#a$<?HGC&#M!GUGaI!Duj8=C%cex4RjNgRGNh?_
zu(fSE1U}~cxD&|U5FdwzYkhkYYHn$Q1|fY8N`37<HI?xJp_9izkceoAae8L-ZZXgh
zyFsrtjFUCC;wMECEu%8w?OOO9hsWobr|p`T=PW+a8}N26Jk+v&fD?zpM!LoRhh6wV
zrTK$Wp&vvrzkBt$X3yZ`P0JDuX4{9pt(R8Lc-hQIH0;MFJaG~i0(evK2#O&_{xdRQ
z7O$uO;h89mlhe302B#GN5GSS`E3Ts^rt`dByQE+mf)k#2nZb7s+8|?n^Pex?;U9=4
zRL;1E!@oezzX0Sfui4&ak)37n?sHIaoN03swE^nx^93S2`?!Jlk_s0sr*NX&n_Hkd
ztH8M;8NItN6Af^o^vBSMP1?IS&=_17c(@cy6%^DJ6kh1+dSOZrd*6Q1;qEbEJKcOm
z{(+WUn-;cs<Cx@qYQ^36iA-Qq%@4rk_R}dPA(x+z8YnWs=jI^_K9}ZJ6}~F1a4syg
zC@i(eFSIDDurJQH&MUJls&x2V>`+wZP?T@^sn98})c$jYQ%N!OKXkayZR6_<sjzPn
zic)@sK9QsGDhASz90G$bv-|j<Rf})@4py)JMJ~U~+?UbwuP@$K_gDyRXg6yXl==1b
zs%dw)Cz}uISNZ**&9CKRKW>$80fEb}{q62QfpV}#t16>CjLkSnkhAj_rlm)c-g&#D
zUw`S8w4fg^dg6QrrZ^d)Y()4xw~6s)R^thmC0BB6<aSbIiY`u5tF_7p{|i@fBx!HF
zGq#eNUM<LLqZfcZ-CHlBAy%ElbrpPHDC+gFsc8X@qmJ%(1VoQ`@m&&q(>#lJJ_!8*
z_R(%3M7f-d5n~05E@xfmsO-%&GU`KMrDj)AWLGhK0^=HBzeL?q=LL5qmqp9Ij_yKu
z7Qv{tHK~#`d)ak+>NJDpHAxL_jslX|`dMz?ozlv%bL#u2D2d!eVt1w&UwSV?Qjt8v
zKD-FRI<L^vn>>)g?qmI=a0I1FmpQMB3EPkV7A&o|lO$j{nI+ASDtt>SETn0SiASL!
zFCZVF%)mGC$?5kbfM<SgnV8PgE>qKaBc<t=a-+JAWnHsFOFG<T&l&VGB}|R1D!zTI
zy7%uO<|HQ&bKH|Ul>;GuAgHoV#xxij6kRPWlLTF4*uw!I--O5l?2`cWESbuaRx;WM
zP!BRT4@>r7<Soe$pM_nXJ8HcqT5p<<BfAlg^D!Y{$h}~5B0igxmd;H$EC{hhqWE0%
z21TnX1G6la>^s}0pDzz70}d77(AAvGKoOY>i(&^Xs;xva6rC-$kExkb$$e(tKcSIh
zC1jdDLU&#Au9l9<lxR$teE8X?_4`C;Gjvr%jhEVft$i_l<C;;oWS#2#`26gN%b$}q
zbMn+S_%Dy}nR<EC@!3rFKsq4E0tv~h+B7(eKZXkTDa8{!K0tMSc?ieDp<9>1y|4(Y
z-dtXA)aAN?mYL{+(v!c&3*{ZB-5Uph`(V=rJ&22n`1J73t@Vxr!}Epbfq7wQb2{o)
zMske02##b-wA%cJjm$Q^h&IoSf3=u3X1dI-XOlj)AVPVS{x{a3k0DWwt>6D8y}s=D
zV{}f`mt)IhP*CNf<->{J&<N<LP$j08(&TRBXMC~BN93a%jCYne5|=7G*g)@pIquNC
zx0Wk;l7p8xbbEMicmJJ+`>f0hu7HoAcS##qrrp)mI<+Np;j01WH`c5-j5^vidNpBI
zn(tbtSQ@`8NzYZafS^)_$F}+pehgKNNZ=fA5{TO1n>wlj%AuhvJhBPL*9hVS7*{R=
zTU{=8<NGN%yi3$Y4Bn)au=WJm5sdJYhoD?`M>L)=UsMTkacj(KCW_81xHZ(0pLoSk
zo#e2vroV?J(ZJJgGo~~A6umde+ck23d`!Zfp&KgeWfbCNL{m%oLq=dHTq@-rS(TvL
zQjOT}$^Jeuoa<F&$kmTW%j1OaYq;gOUtQNJWbEgg?5W7_3a1+jEkZe+{Dglg8c{)Q
zNGx_WM)?BqXXEz%_>5T;+e*l3?LaIWJH^RBk8uaG3BR>EH_#|3(>i~>uD#pV-XOIy
z*7%skrD2X3<W~C^H<s-2h*`s|{QBp9xTXF$Yn%Jdagh$$4fTM9iy!T)oGmTTUnuZq
ziva8OBk#lI*&1)os15i-uU}*wm`(UR=CUVkzv%8cXfW~=uAdAyG4v`e!(MY;`ZH`f
z@~N*SJhC-W-%LLY6JLDGvNN&rGO;;M!Q{{=vBkq;{9X9sGNYAK`Jfy=PnrT2bwuIe
zr8mCT*or-lP%LSva+Izvy7+U^n6Cch*C%vP!S!}%xsOdY{`8c$i_QG081|38YY-8Z
z_~?%C`6d*I;$kflp0%6zK+&yttWKaEB!uJ5OSn)rGVml5Xd3$7=6$hL&)3$ra&+V*
zF!nr->hE)^zXG{eOFPXJW8%B%LYelG-eqk&jxIgn<)5i8nuVTx{r(T<x3>Nn-?jWN
z^jOB!$$#GDy7~kgH*@Vr?P&M?g>QiGYGpT8d<dU3HO@u+kkr)1x3d3hEhWXvSk;x$
z;gwOwW<!4W`j-Hn?Wd#Rwqx7yoO9N4Y#f`qaa&fywZyMu&u>2+TIgC?5gQ;Hh$spH
zAtl}-As?>(5Q+Y#N<$s84zj4_OW^6WxtD_A?D3043N9XyIC+7!Gx7q#uJkScj=adK
z>+ca&lT(8+G3ekw<guM7pd%rrK+Cy@0|r<Z3{faCrNZSJo<_^5Ux`8Bb@t(ZDuq%X
zpjvE5C4aUU;$<?I;qwiveE91IBn>GNwodE_rzKIxz`{_<5VhV^mVgNLcA{Ni@d5zq
z5oiQGm|3=(2J#9l60ZsCL{37$O{m_`{r4D^TwaKFE*l3k@k?-_r8%B7+5j~PQBXa3
zxelmD3DYl<mtIgmlh?}?d{Nl=LKC83<e}&{f{C41JX>P0t=G39!A*YUuk!Z|nux|^
zCn>g-NBiq1!II7^1Uc{jHZ_@Qvyr_>4>y4zHH~I#{Iqt{`?4I8-&B4+H0r4Em)Fzy
zd%7CO=l|$42k4NvuFUpF^soK0N-9<VGFf_1$T5k8oaTR{d?H0JLqF-O<=550C_Hg2
z0s*l+xKG5E>q=J_I3|$4ETv+>5)2DNf74Ywfd(>#Xsw#)Ewxk>q78>SzkE<l>O&MF
z7#Pn5IOqXG$qGQZ=Vh`EMp-o^jkXwMP8lUq(<`W2Fhj7B{kW}&OAm`hU7~09g5V;I
zQ8dcFI?P?if?Rq|0{NBQMLp12J5XKQX*@GMQ<BkrCwt;)dqRrQ#~f4r#6`{Y72WKG
zRzwFWZ&dycm*R8P=zT`Ud47HgeG!7LA+;t<IYtzEYyA2NGEl>GzoA0XVMj^m9hKnC
zvmq+ik>j+a{cW*@8Ih?K_W8bt-9z`kt&UDCed~F-c6*&HP~5?(=qEF|-?Qnm=~oYQ
z?mf>!a9kZNtOZ>Hy<9m#!aJN%oiOk-XnOInGVVznqT7)<R{7>S>P`Z*Cn_JY%D98h
z*@1&s>GJPlvlG_+F|p>a)HNYsZ(%LbH{c+1PO7`Bn7{Cw@&OfJrN^H>{+?|OmQ}eq
zo>Hy0K4d(pMEA#v;{bjsPWoab^YuhE^Sy7+(4MuCE7iVZ#<AZNE^7szP8V7{(t;3<
zm-zeGpC_Uhrtpgz7dhXvTdbuVe|V_)pX%L9_O_JX?GaD?%Cc41Ui0XO4CSxTE&Dhf
zma}#tGJzh_p4O>KJU;>TE;As%V-N{()rJ!&<~#@O;d#!Kl1JFjQ{PAeGj2SWrL<;}
z&<QKGr|FlB6mJ*VbQoHds46#@VbWsld|&C=O};2czSxvF0o>V9Hl+{1R;Zt`)7YY~
z3MH14^k621yQ2A^2Y^`gO;%-`f$9ERg`g8~P>n?&hQj~>)?j~uqErZhiBWV3F_8YZ
z(!en5Fr5%gE*L;Rz{62Qq#|4i@?wy#Vnpei*r)&9Bf=i7DO73ENh`g@P=rarePm&I
zyuDy6_9))45gwXdEsk0qnmfQ^WSe*LE=Mi(WQ=}bh*tf}Y2_et?|L~k^6|2=pOhlm
z*M0>bg#kZB?kk16*AYe6kv62^JK+)Z5s`@sH&PVCb$cTOqoHOWU^RD%lYxy!p0T(4
zDmY&==MuQBhweb_1<w;o#TkLnKN~PU$Nm_l$``?boY8<da|`KYZH9n}-D(q~m!8{}
z;lYONzza<b|9gqO#Pz6=b^|o*(SV|0bZXJvpA~9YvRmEA(&-IGmwu$3a@tRYjDvoI
zy*{J;0mIw9#w^ocM4}r-)T_ncDyLzHf}(03zWpLb{pb;;$Q)E``ebI|&-~o+><iBs
z&FrGG^-}(WTplOYduD3lMPqP<H}~ExFjxZ#@eR}&)Qppmt8k6XWd-*j0}39Vvm8fF
z-nsZZkF9z9V_^C?bWoy`&EVAuG(sLr7Bj?=d<PHp+Wg3Rw?qO%2o=L3)jX0&@Uo*i
zvfV7B@Wet~Vi7K>h(yl{GiN0~x7{ti#VLL(U+h+XJ-uZ;FIE<KH4Wp~7d1KiR7B?t
zMCTMJ00|-(4r~EX&!B4H1kZZ^oMTO?V{$%skouA=F;purR4XKOD!{+zrBo<COB<!b
ziY~=xNgL+3#rr4b#1<9I)`0juoaYxEvg97bJZ)O`q4L>>1kYFZ?pgB!y+C5e&}N+y
z`{&se{QyrqI(jfh?i~^Exy-HcA?vZCdO&(>p#<dRh{}I^9)bXjsbl}061mL)rMWKk
zLu}KRim<ZG!t~a}Vob%m{15FP(%*kcuKCbVli%?6!#OZ8dE7El)su1XBw-OJVbKdr
zjLxqAQkj+Br6yp>C=&(;@!#n_GTF>((+QM2<=kW(8#2f+ZgtrB(o+tAa~JhGes}iu
z3;>IV$Iq85f3J3=1XwSYo8eyP_~|*ak?X8Bprpmwo9g=^ThqKas_TC@S9y3R^f}`-
zvk~Glzp4^YZu}+|{$$Fm1zxFL4C$EM3)+|Vs`xhu0JnqeRy!IkF5WF2WlT7~yqMX)
zg%mUnu(Me7E+VzVCrG(C*bEo{DWn=Yaj;dcil*Y+f#Ox=0vJgBbg|8e)40$;JbyG=
zc%nKB*yl2F^7(JoTi?In$FlEzQv8{JDc{7vBoUlL!X(8*bdDM%!^rRqk?{;&@(p8f
z^r#1Q^wt5lta&eahpxIF4kIp!5~Af07VMbW#Ncqq3;i2+I27bblZm8*F|%FA#J6&b
zA>7cQ`=|70>jhw+o~Y9oiNqpXp^1^1g^`(Ha#{;|uE0c~6xXT?)NMv}3q@bbO$Jeb
zaKN5Lq4vrY_sf;{9C9heIH~G5DC@faip&2M3-uHSd5Yoc=K||zTgB(3#dKF-L7Lg0
zD(tEdwgP-kf?O6HPsUvL>9cr0&fa^jna;x@Ws!-+x)cXoC++Fyps#-pm<3|HY%Rl(
z5v`~<LBTXK2!>#EZU7|&hd8D|MiDrv@fMULpv^dd@9w(GB5IU+f;K-DVmc#x726pn
zQ@u`%B6a0?&l1GMt&hQ~AgH_K5GuqA!ik`7I+IFN`~Xue#Jm;JpUc`S1$g}Cv;EZx
ztc2sTG`n9Of8U{rmNr-koiodUeLdd5ezP4uK7s&~vXr6@ZakP%{Wo7~OE^4r`Uf9G
zfnx>C;g?5$a_;b6T~I4mPfQSQ<3lW&)7dcVX@)@qNSyz{H$s=$OoH3PQ*@Vj1A+S+
zi9^Qw8v~{%k9z&0DM#N8B89g|lEOx^-Et#52*diKR%#z)+&W)|5U!X(U)^5zhY$+C
z_il{OUTAeY-X!lJqlIx`{H<z;_`xU|lrjRuPAPNGf@vqfh2DTPG(IdC_QxPB{0ZK5
zw4)uX`{r<A`qfAAr0p>(&#a@*m{t=@OyI|SjLwgqna%EL%TR3&>5rg0Kic>=zsKcg
zQE_Dc>AvIHMar={Bh59Lhv>33R6k5sG(=XEOSIWija+WnT$2XFgWBdV563%4a;n+_
zR2~S~VK?w2YizB!f4eCi$bie`iPC#WDE?}_uj(SF;FpZQ+RtCL0}37P9I(b9!ezh9
zMWsx8;7uGnsD0WKo%_#O<KU>W*qHV2qvh8wCatc(v|TLv2ynWUO9ma`;`JxkzPewn
z7kxxh-dS7oe&h0c!z38>=3n*avlf9YVDkU9tk4Aox+OUw>%axw;^L}5%R$i5ka&m@
z`Pl^A09DpcWUIU{SyzFL9L5Avcz7pSJM*foBxHaAq%E>y>}kb#4xs!m4?pnIwPMFr
zBmAX&o(LcJG>}RzGj9JfHL6A{{><~FKrc1q+n_y{Yh+R!-mSVI3D>BR^{gOiMWQfi
zp!M+{Kh=}K2f*#DcVwe)##Sg>h9%%X-xuEJ5@VMT0p}q^cI|dRpAbmGAYd#KcRo^J
z_G_iX|KHUd9=}>y`R=?ShS4~E*~s{@V8fe+hu-xMJsTgM*NOe9pEa|0Xq}t8%I)|u
zl$6c*hzu6gG$rLze`aVlQ+2fad!Fs<n*jag_ImLQ1~%jD#>Ts!9&=h5X8J3p%I8(}
z1wdz{84FqsBf<r_JCV9g#{BM$6@RKL-5U)zoLiQ9EZRzbC{-C6w`Mld;4Mn3dIZgu
zO#t-CIrS=oRO=YA=eJ+>5u+qrz(V6|OvG6;v*2C=w<fkAQG!X~DjKd0-G@@H^K!Tx
zYkS~UZJfb8uw+1@z;{uHkkK>C=3bI0livt43y7>?R7Zx%9`^Ag;M5UxSishn|2-(y
z>z?~H&9K5i{&%gZUjtff1D4Y2xzgxpQs2DIR`uTecLl8)y}ktc-yRRTE_CzPelFrm
zK7z*Yl4hrcK8^zohG+{jq|#IJ5aC>HoCg=TCTn>ucC~vZibS5pNeq0d8$3e*)uNoj
zQI|cfsT2@oZ$3f(#Y=%=a|8heiwe8Cqkz!VM0EcZ1HGS2fCA5=VG58e#5Kf@H+#lN
zP75XmajT(hMQ9tzZhsQk{xoL&>ACf%F>^4nL~nO&Ow5Dj6e~~Noi_p_N0sSNoc!<M
z{C2&*z;e~=g~Y#AyuZzKraHW2*OtO_SL<W^<^}gnf#+Hxp!5hJn&<VrJ{vE!Sr}@F
zpF&Yme;i*v{pA0n>{lFLOL>a7Q|Z1DbQ$<BV-b@ekO@MVK6Jj5TTa%|)R&YJ-cZrn
z;5p}sfH!;w)cqZJL!}ZJ)CA!G;K7kZSc{Qphm5jH=ew7T>x61QS-`$CqUvA%>^<7R
z$UQ9sy=R=drur3?xcesA+B?yvA!XEoZ=A@4{~1|52&9#;M7h<2`}+LSBX9C$!gtIw
zdtNnrfnF}@u%u(h85{uJdP*f(dr(VvP)qw-tJb0R<7@Yw`JLj~ouc{ek~u~jG5U#6
zyI3X2AkTz-=^*Kx-q!pJfS52LW1Q^K%)e`8KmK+))3QiXdDxvg(duaQ`Dy|~V}Mt0
zerhgl(<jkhKB-BWu?5K?OQqOaCmt-);P%&y{ZTQ^#wl$vog@*>gh?V>^O~n0J}PwK
zh!M?INWx)EJn{;Rjhrgza);2Sb`nCMmU~07$TzRo@t~l)aI8|-$|G~sGaVQxz!HpI
zPtKeI6?~%&K#OtZX%&R8GIHk=&R{`4IU(@DJ8&5dvJ3tmndb$Qh@1G!1Pda!(QU0-
zpNhCo0-xfPfqY#{$>j-m`T`ay97mol_2nxza>IB>t(KhS-k-KhG|O`5ow;%^m2|N~
zr4cFo#&h*07N?$oTHSKbZ~eOo=UWhu?}cX%-dIXgYC9QFS@O63fOn#8O7W4GWX;OL
z0iS<V+GrA&-j}WPL8qfp=CQ!rMFB1}L5}(u$^$U`NUaQ*X~Nc1)OQ&+VU(oA?XZei
zN+Na%8VEHE5EC?sZ=)2BV>*C5kswA<_L$y)zgL(Zd=gFs=7`Sm3R^!3j{=-$Pnbg>
zI~gDlIY*SseLDz+$YKulAQ9}<2k7hki_)9f1qw12Ly@Pb=U^@Vuw@>t1uc$Xl<Um^
z_AmvTpa*U{jXGJyD&rq?T<0_|<nUemy^Dg=BO>=FxgL)S++X74=;Cv%)KEz`Q?W63
zb#`@?HE?zF(KNJjReUoDLLoN0JI{&hgc;_+NlIA82%p`{7Hi*$Vb`4ZJB}%vR-)b!
z)*rGA^W&bja)p`gDFf7J7FjImT{E80%TOT^^l|<NA-glOB?553f5`x=BakF{<ne@@
zQ&%O^TH=AR4OX6apKOEC`87Ek5UoC*Uw=YOd1I&pg1|$8PMk!7eA7*!3kerW-Gkg4
zFl2$<?l)xVUu5cAWTH#!T}lNMh#e@+j#AzX6(;sCj;cQJkC=?->`J}v%h_ADWrM^x
z^Ls*XhZyhdK>g?x-*Csy(1v`AsR<UV-XIf0V~tMCI*~9iCd{lANbD;iCULU#qwxMO
zSTdbsbgIO7z_d>cFGsSD;^z|e>MmT&+w)GOikeqq=H^|QIYpcFa{e(S3LBpDMT`^)
z{xlp>#*Tvlf=Mz*uW9dVzP`LOfG}Np_h-Q+NeFxr$3CYZO0`a=^BHhQ6<eN?rXsD<
z53CILtmyL2Lb*cV6@O0OUdq4!Y*CYCQPZYX6Y6$C`6K^!e>ipjCAE_8dBkGF)meq-
z41fJcVA50L?9!DPR}cVj)YF<=YG%AD%ByBN{l?FyfimG@j#DVZv^IAyAtV$?^>pJX
zXh@?0jzZ+k{0DUR1~~}AhU$)GtzoH|VW}0pVz*E1r>nuTJK>3`cQ}1{MSSf=NbN-w
z6Jk@pQ2rlD*8vap|Nn8v*>_~GJ0ldbl4RVSm65E9?2(MJ$-aS*6v`%BB%89gBqJj;
zS(zoAz0TeL^ZorF50A%r7!UXPJkI-G&)0LMArZvf3Pd^G5@&2bjo#nhew5lqhWOvK
ztA8@CY+96TJp8~jUBVmwbb|5eeWrggd<w6u{f1OtjhqUOKjY|t{=wu?FA`<M91ZR+
zy^g&c{h%D#>hF9pzcb4W-z5Dx=$K)ca^v;5p|H?8{j9Qe8FPC*;`KH0Umlwc6Z1i}
z1?R!eI}@+xCAL(#LeNUc5rT%Vt+k`AI}j0lV6p}kGX(ZM{{I5kN8z(j{-%@efT8oF
z>;Hb))cXIJVS0kGc<5i}vxJX*bD;&qy$t`%e)svZ<M-aA9wuLhDN)UeI67+qmIlee
zcDZS1V~Qns%VTwtR$^vYTdjLV!Tpqrk0;SCs-JWK^&?FI&2=p81L3>Oi(5F6h^+QE
zS@2GQ&{e0<m7>;FlnFvwpwkpV%?;N|D3k6KBqpt1+-IY@m-rkp!=d-+#VW=99s$}@
zR5z6Er~}5#wnD)SMLZHnI~=pw8_V8fJ4O7tCb4u);`N(L$M+Hr9=tg+PT9SmNKGHk
zI*o?irVU5g!J>T9UhAb*xTRI_BnGEtYnNne$5aF-ybi{F&d5p0h<{(2O7l~#q4Y|@
zf9zW9-VL7`BY%U-J&eT$qnRqYzGIrnFY@X0T}U!agYY(z50Nt`Z2#MB+fbP`QynG|
zKn{S+HGC%{Mn(WLJS~h?jT8@zYU3r)c`TN3bmRE;tAAwFVe$wWO<N{{s7sIl`Xm^!
z;n-X|nu-?2jRpH&uvrOsgjxLRLr}LupVT_nV|*fqrX-kZj;ayd2eItA>CkijBfUBM
zkE;B6D3F#`s<udA(sz-8x>}A64Jc;ZIW?R+zV++8Z5eKk--{dW24??{Qz};Xo!tqq
zv5PBw+E;5&AmVX#Lm#K)*Mm-8P9#vmj;bbXv%^9rItFM{zb--d+Odu*uaZarBVkog
zc914NJao8o60LYPK(Z|#Bfo~v5wI|_I}tQX`}|C>;|;Y1qcZrS`0gAsh+1IR;rp;y
zO!jXo83n=XdOBWg2Ixhrkq|@`4WtGCtmLv2;N0d0s|PZ+&@*{2z^O4SGP0K?MGlrA
z1<3Q2Zcp;z7m>v3nm0e{CfKCn{NM3Qf?Bf*!dov1gWfKyn>uKiI8wdop1TC%``t3Q
z{OgsY6;pwgk*tTPFX(BlkhR2^`c(4!f0ouh4qs!>glBIF9_8=$lz-32fmmRhXZHVX
z7jfD>q4*3<3-XS>iTrhYZwVR`c=B8dEGWQCI@)I#c?(I(MhZ&yR0iabgCU1p)Mzd&
zU<BBc7MR-z3H)^4S@b$2jC1Fi;==aRhB=#n=JK^02-uLb=Z&l;o8upc8IDum;jO`I
zgk)2Q^u@tNNA*S6?V|&MpA)`zw~wK-P1Cf1+NBTqZ+7}~fX2YKKa=u<oP`?Vc+_RF
zNy*%&aKsVSf3fA$*4dw0MZ!$cduP9907F=ARW%}rVGp`b5i+gY33WM7Xrz7zuc?>r
zpS}Nr(B0|(^0ntf493%cf9YMTGxPjYwTqJC-I-6{Q;#cupW@{~c+O$0hAK!EO<KB=
zfousRoxkM7s=z~!LJ6n)slz$;Yt#VAY=hhH-dRZo)T{&$k0u3~;*_%;dAd5Pu?YA0
z)$q(Ux3aSMV{>i6$Aa?a+Sbb2u-uOqJ^|;SvX6LMx9Wpucc6Z%ZIkB*lSQ4%X14R~
zHv-qk7C%)KhYhvYWw-j1ymm(U4VoXkvoXWC=pI#c&G5=~m9n;6?Rv~XJw14wmA&~m
zi-8zXYoGT~_e1jx74+rh><0raPag!&RvxBTcTTz1=IlQ}rn;*kfVUW6NXMkYm*7CU
zdkZB30!Q%&YW6__C#QTM1zT+?v!R3a!I_@+1C0Guk0r{EtEboWzxnXWu#z4iP>9c$
z=)>3GGMW)~P{z|LB;ZW>4Fr03A5#E*!?4%W-JM?R8Z6&oA^2~c#uX?vzL&eX;4Dx+
zGp!QrOVB&bpq#j4wdZ?E?<n?){ODaEdM_}=tQV9aH{Y^(J-fTu*oa<#6M<egMG3B(
zRE1ts0{f+m{YsFxJ3;xSbU=aG{d@6qTb+26lctRhWE^j5%sEzY?UClhBh9Hn(3cUa
zJ;6(T5E@M1`y~hmwd@^1#WrRZ+WgZ+>P{*_3Vhm}m8S83qA9&7qqvl@M$K<SMJ4aY
z*#1+!x>zS*yq8*zzC7gDuW3#ZB9AoZ=X%~ZCjWhdS8xJ78IUgj*ih%ORCM?f1={31
zuC)AB@8P}E^hNcF@!TdV0b5-d66OTOG4ZAxJ}^5JB3JQ=)BaDgyGOYc{rzy@79Dv6
z@Y~q2rah;;%Myb+=zLRxUG^F2c)yx@L#n;S^-J=Q1TGu}a~QY^%R|tTt6r@EFKLu1
zkiS1BD?@bnQ{=CIHiaSqZYkA)0UR)>KZqqk^|{H>m$ky4GQ_A<;Wi|Pfv#pMl0D!9
z+J_EBVi5!lpC^=3p|qRp!>;}MZiDaUa4Q<2){m{`S{ita9;>?_{kydSe`6f<?bE*L
z-#yAmopLFik5YFkrTR;xvdt{tJT%R?Z<-R8rved=*=G-O<{U&emn>R2?WXtt7G7;U
z-}~|T@#S*ESJv5V)i<vdULQkBPs<NEKgj=R9U0NsUX<5dy~fDzq<^2=vC-9n^=(pd
zZ2w&zX;HanRB6c2-BYt1%-)x;@NjbXSD+(AlJQgzhNt9!jo*{>3+gap>1_rkZ#eOu
z?jp4VG)ZBT3$13M9$LWtie-&go<|}0Ks-Sv*3g`bOhnLvT)|m+j%g5{K)?$%grs2T
zjL8@;aD}uycZ-QaT*?YiB`cBa(;l<VX$x(^j^3S=eOI`Dvia&Qa^j7>`yF5;|NIp=
z`u!i1-0;n!jOQ23u7+);ylTIDe|a9f#&XeMIy42kL@##yKuT@fW)rb_j^pM(=D(Be
z8+KveC6-3m;_CMSg(eW-trWgDL*?_3sz#-s4bWY27-$j(9(hT;gU<<$aTU?`!A239
zH58uLX%yK6(|e@Rf`Gd|PNc7ot2B`DJL(I|7y1}ehgme?rPjWo27NdV)}an8tHiV7
z)q&2<G@dT;G|#J-yVOS}0YTAQG|-+2%;wSynmNWXC>%p1XCPW;ZzWSFauNpqFE~IW
zAxTi=_rW*KV$b5CjH|0cm5Wh86@1R&ft^^U7c^Q2Tij=q8Y5m`6&RnOWYhVft#h9k
z;S&yo1%}6VQ|SwfgM|Xo*Tre?39y@UEZOo!EpaxsRXohT%k3d=;yfd&{D#0V`^SZ3
zXAhINmhRUS8$`+Lm?d{W`_*{#=5az43Aun-!pGw(1+uT{4Uxg@7L~@&hsJIkZ^LCT
zh06emeXmq?l&<KayQnXVD_>zn<I8$h7~)zJyafT*JSHK)%<N#q$N^ZyBXxd{m@<r*
zF~}LMufT;8up_T;0RDKzNfYTwdP&5AV>x3CqhmQ*JD2OpvWtYH7bXU<!ple4U23He
z=C=)#qC%E5x`-=(xH@R`hVrD7X9*%J|LudQ!&}DUJHSuUV@CMMQXSAcdtau~LU)Iz
zVr|I`ClK>|YOokthC^|Z>-M^>*Ez7B2INLE#4aPYMaT*~PODvkh5yMd`>dHl@3psI
zE$^~a=buK?MPk#gYdGxP`F5rD<_Scanhpq%KM_P}(JV&86dGmxX)q%XVkeAWPZ_^=
zkiNMH0dfV((jVt1-(8H3`}30)nPyCg@c8`PgSpQ{amqw-*d#!$3mQy)<4o%_4Fxi3
znm73-SL&e56>o4lhjIqncNt2s(A0OCfd|NLJ;g8TAr+02PvwVB{`{>5<7pL*=tWt$
z)c%@yTs?U;`%V90pH8|Cn)JM38!)|YkY&*R;U#-u77j8(8Lb%w`0d|{_1{SsQD%}t
zJo-Y3NxRDQCaoVJO1`Yb0Q=Soabf1~Pz3vRY=TK@Y7~J%iaKZ!&X|1tP7*$JME?GG
zW<{ZMMVV(_zGsn}OTptuA3YuwdpxT2xUSJXZTzE0YwFj)wCIR~HuxrTaPRIhlT@5u
z*`4oJsg`vGq2KWAPYm5>MytrtpSzJq*(zawew}{&<gduX>-p*WLgRFB{g%+iUCYh#
z$+b<Xp(zW?O6#ZXlav0Z4pXa>-}R-oKnCs?uQ<<nEzUPB&o(p8p75T#{S6tOI?7gE
z@I8BaY*^g%I)~yUZ<&zz83eItpPj06HUs+OIB&S$Y<;%6TY5Q~GX-mFQYD5Ax&7>H
zGH%7-%8LnLe7~$+{+h{_o85|Cpz3;0fNsK6K1BclE57doBo%=6pz`H4e3EP4=g7eu
z69zJqujR*MN2g-O?rWT&8Gc_CKcO_0GGB?P3@?jsVYGwV)R<(;y%CUO6&PdP9{as*
z^4mjF_hoaZUZCCs*2`k6bbjDY!4~$>!A>(>X7Ek0{>D+R$hro2mf|L5NrYGp6WcsR
zBuHwSodU|YNg0yh_cqb%ElWT$M?f+QsPS8DP~Xc4>d5*xNzgo?wTeQS);1|FC-x4m
zR8qtN+zA=KM?YyIYC<>pfNtyoHMPr!6W7uc7x9n}5+Nm58cVM#eH6cSMdG`WNfl@v
zqQvbR3GZPlHkf#)qRXIeiJNBOmX^nqolJX*h5?M5BQT48j8`K*9o&e2-q8-o<T^(0
z)84w0AkqhYN+Cjr(OHa+rv|I7Ey87}mM@GQ#a}IwQNv-hyL7aI|K-8;AyIcLV2&h;
zB{snG`&_o_DZC0bO>=;y@Swc0HZL&wqtb!<_DCKp>{X0IClmnot5ltV=#d_(0haJu
zlz5EdGJLwe-c-3TRD|F{M)tMad5lDT7o`~URQ<5~8fzycm|NN|XA#~XaS|=Gwy<jJ
zb<h)C`Bug8im+;7u(q)3dF<g}yvxnHs2^`u+dtfSYgZPmY(=8>%|k44E>3i;SRuZ3
zq$wFWO`3LdY-}mn$o+d<Y5gs0eM$NupQ^(VZo*a+USi!^^YWry-lbz#pPR(jMH9%g
zunQ$eNisJ5Bo<%e5q^ME{2;RPc}W$d0w4vATREIxkH}>s`71jE?Ko@ig_B+;swLi~
zg$3K@q>Hy^i!9QABuSK>gW)G?4di4NU<*|u0%I0;i)4KtWw!@8yCX9p&$ITQ3zr5b
zc;Rs1vJ@|9PN+5P4cnhcda>N`&sg7}b5JMb{gxkGF&bu@T7npEkjZI~*@-kdKIur8
zou3@telP2RQ|0>7l-Uz>H)rcfGWU{I(n`Au(*E`YvA{BQf^T}<do6?q(=dLvqJ8We
z(`x5zLqSBzNsFH>{V7N-`KlRjL)zU~-D$`1_aMr1AXst`L6JgmyFJi{^H3rN0ZRzq
zC9LfnSE@Gpp6(8jY%30lp^f_(>}>0NO0)H=fLnie>ZaygKeo;VlOFs?&pZ_K9M5jR
zEKPs%1+vA|{7zT!`d`~O$=;p|OLMK!&xELURfS;IlAM5`ZrUu&d-&}AyC+ZTD^;3<
zX1*Q1j4!Xa*^&<=W9$Rw<G!E98P%V}{Y^<$9Rfx{x)b~BPp{sYv3NsC?EbtrxP?-~
zp*3e(q^cx`e||;)wUkS3t4`6AQcBhStBtJ_2GIfj?{0a0A{C$W`?p)W@wQAH@2&F&
zVsIczAP5^9c(wwpQfP8W+CXlcO-tYz)k$<}2eO62n6?KVA&p|&@308p2aT~r5W=0Y
zDp-1AcfoBa{8xL(`Q)ojGilq_ajaABjt_Qc0^hcodgfvKryc9Qxb#Xt-s1q-HcFly
z!aLVXL+2aiXa_7ohSGrN!8oLOTa&ySCUssq>`|stQ)XwV`*-c%^n`CjN^g)<oZl6u
zXMk#Q<ZI2yZ2t6Y{`hQu*H^dd${`cv>{aA>GKTpHi0>oF*`3*Mo@1j)c*I><2=;n5
zjPKdWPc(`81ese8%uq1;@Zdfh3(C_f{t_BbSf@bC;Ej;G3oG`qdyibt9!tXjxyf@1
z7@(3y^5Ao&5HfPz&jNDi<`L&%b|(~rpa@l?L6993@IR>U33i<t6*ACLNi*MWGQo4+
zE||lG-W1r>{iDgpqYM<s)d4U;t@u*da4zxt;F0pnJ!EFjWV*;B0V7}Y6^)V8l|_at
zf+hFHgY>QluA8b4vy8HV?FH?IPRFYlT$dF7uzcc9{Is9%CSTyTt`$N17pK1`^ZthX
zd*&o|hWzyCvW8ptLirP*GrNa~tHf~0XrP3P2M~iz(`tsQDpH}j(MC2fJILr@-upL=
zn%AjDO|qYPqqS$dg7{z7-jeWbN?kp?CcR<#@Oo9#%2-B?J^%?SExnvBx+HixY(Loe
z1a-gB=S^WOvmI;4=)%kU+nAEWCiKrsQxDzC{zBv-z2EXYf5h7O;c?RpFj?$$RUG({
zkpN2vu<PpJD13a+>`?Y^Wd#p~ds$N*3o2%nR{iN?V^|C-7YIWR6{Nu6m`YQv=Z%zr
z4W<jpXtb4z2=5P0z>5E|wUDD&;!M`M$Rc!ioz4O7hpRp=q&z<XO}n~ez@ly`>qMDI
z?*Y)&BUBDmfR_0h>nDyur<3TJSB)>2X6QPQ<HBT^WhRSdCf&l?zq2eQe<k0Nn~XX=
zh&(ReYb)Oy6BLiTh${@I9~7RuDrj*lTu%SwG-C%gZbno-w#P`VINVE~l#*8d)Ibr3
zXp<PE5RNg}XPpxHDyh#X9Z%oKu%~mF#l8NB-NEsnQ~p+A!P9afcS(6I$BdY+p6WNt
z?b*aFv*orkqHPX__~kYnc7i@B7*&VU({;vhy~K7rpd@Xn3mXAx8OAzMzCth;5~43A
z93FY99YG5Sy8&NJ<X0Rpu_V0$IV}Q{atT$VCB0+<MK4T1SSC1baRVCJ8!Arhyxj%w
zV!eDoS%yEXqI}w$FIqC2^XDNlm?!ZD7KbHI)xmA%w0ZJAX&m+o4lF7tW4D^yCuj<F
zyFEgHH9YCFC%##ZarR`z!*FbFERmT)k*4|*>#m^3;DxrzklkNMAJ42{bSIjM(2{a4
z=s)<&v%li%U|%<Fv@EfrB-J-g!lYh!6kmJOV&K-jXG`Q+BE#QJ%;8SPxytgFl$hAl
z_fPqz&E%urzSpH$JL~lc;j%b!K8dyxq)y5WeT}nvjeB|otB#3DEE6ojF;>JecB$hy
z!NvSw=j$}diL$A3F^k14w7CcyiMyz9EzJ=`BrcGT#RNulkmZZjhJ{NNB2M0G5ez`!
z@O(rJCpa9I7y83o5_|=K5lL6T8t6NFz_-eE?dX>b7`%ZHgbqJO8v`#+)^~@03LiRt
z$tu=uzAE12%1Y|&zwYw>eo3ZvL#1ONp{$BFHNm`oaYg`tWggFsK`Y_Wr=4i6JpAP)
ze9;o1DWK{Xx)=}w>2+Vc)CgmUXkCW{uADSH3Ld-@;IHFd^G><@>bLJIqrGfH@WF!u
z13#fSz**V}wqef#<i;aLg+sstiqy$o$oK|LLel~4EE>Tk@(%doaP&h8C7Ho)$;+-D
z#**L)%@fLJT^&#lw+-TA#rutl3NSGu^?gnK=h*nyr8yNmOYre4B*7jX;X(6DM7YrV
zCoDjRWG@v<3>OL^dFUt(D0<Af!}H4-3nX6&NyP~bGErg>-#DAvXe?}+c(yHo9+g28
zQ=fY&wQo~Dr=U+dtytem$GyJ`K0&7fNy<c-ZA*m*|ET|4y)P*cyUl6aM|z1bz4=Z#
zfpydth#EOUj9}RVH1)Zs5!`7=yOZZJ6Kwrt`*8j<B#eZPU4z?YbM8q4K~mxH@QD@m
ziPi2G`x?Nif1^}n<AX^xC*Wb|f}+$$2oWEEMYoPxnyYhq#1=?PZDSR%6F>Y*`QNs8
zGA$I{2`ysQE|QPa=Qq&fH_&&!E1m9Yq4J~7F6vt-q<~L3BIri2>w{b0QhxdleqtTE
zzWn~<*R&EXE_HAem8RW^n@&iH?yyNpjcG!S2r+_k2zf`HWG_U3=Eq*rWD||)Gr*xJ
z0h{+D(O5mh41}sv{^0mGIR{hJ7-IJdfP3`Lk%TTNYrh<8f6W`<uCe^*Gd^IuAD499
zAQ>MjLy>-kJ57SuT%6b91J6t;_w0wv>5rL%BQpMD*>}64DX$ZmJziXEb5#>uBvxHl
zs=d|jHx*t4F{@Di6co};+EK=;Oa}Ztn8;vI{JRNk@_%`_HqHI?TX)#sdTCH^!RuLf
z!|F*z>o4;FAfZuDe;|4Ch6p@kmL}sG^YzbT1dT9XthFQ7U4#6*scm1O51DoA2NNI*
z5ZF}lsasym`@GZcIn!M1y?)drmHFM%JjBOoB3_?EKwM(pETLIm%+XSNZ!KwN!uR*2
zm}dD4CR=v)8md9K`b7%Oxg_0z)yhs=$5hd;fe+)|)zd?H9WysP-}~PnK%YJSGb#EZ
zMf=-Yl<(jHHwi6oVaPuS@A`C4os!WAQb3atN`Safj!+Y9C=irJU~b(2S2_v-tIJ=k
zMBXdu-|^?jx%JYt%7j&9P3Sq593>0&!$<6}XoMXI#$tmrLHz9y++%wRvK&+YjF;-T
zYHnz}$r6&l5gpJOkd(1TH7X<b<JSrWJ^>*4q_wVi3iSx;bl%pbN6}(qdVx|~|K}9`
zT1ip)?NO|Kh8o|@tVi_?Mm6q_8fbMsd^oSGJ8x_(ASeBF)v5fE(_rCc1Cbu4_Xa=G
zRUZ0wffZO-zU(eP`iha*-BL7dqd8f6>79c;IuwIrcb6bJ^zkGeBigsp37euskYCct
zSK7UO0u&xW2Ek8|1mpk2cLk_WIAI@4ksg7dO{4f4LfHbza(ndq;+{G&T-{4KY0(9R
zXjqIEQ~^;zCDQ<Uk5<V@1a#cX#?$!|GcJyXU07s<qi#`MXC!vesmDcX;O4-=w_7I3
zct<krtAu}ylxHelVH}f7)oPr_-X^!t6(#?OZZ9bE%8eOJW@Yd1oIu?4GS00=eVc#P
zPQ>~4CA87~(7-d<uvg3KE%K9POr{QZEXhYi(1cW%eTtx}=rcp#$l|o1)ApUO1J=hj
z4=d+M2HY;u<CX#>%3D9PIO&;BD8;EWob52mmD<2_hXj5bQFN$^4Ip+e9BTy58Ljk1
z(A?prs0nk$_T{ybuntTu{F~*`s!-2cBbwOj*>JfjqBQs6?=&mSI$6dijO(a5u>Q?4
zV;o@$#YI!%>RHU<86A3P%gUX0d7t`Ufe@tQ6-uU^>MR;%b9gkxbW^bM{5dl}AIWmk
z&V$+?!aI@uh2Y!3z~LGBCDWAdw4*xm56@9~br;HDk)}YqQvjTov){R4sCG*DD2=?t
zeO~$DZSR1t;l#aUd0C_S+Us7Ku78#vb8f71{Z^LfnYuFgRdDdft?`NLgWONy2Y77E
zaYpuvb25iq0b<nI`@u@@b8h54>6^!4hhN^FUsHJ3FmZohz5}Wll0Dx{+#4NA<qGVa
zRx?WHv^%F*0lio0&_oIY4MO-uzerRB@Mb2!NO}f6T-ioEN2xSj{977A3Rs<QZ6}M>
z(+Jq^gasCDcA{o4+9pF(hmM<gcKmPr+AL`fsa|_F&}jLp7%0Z0qwP6$G#lnaGsIkS
zp&Z2~Az+YzBVtwS`FXkZdA;A(?61ZEVcITf@%?B9%ha5C^B{-0u7Z#K%n#VZY?ZKZ
zusN<?!?pMG@9`n(Z@d6<K<x>-I+Cn#@D8HAatG82r8YQgl2P3#;%KVdyJk{_131r9
zKv4m$unrAn=z#KOGVg5P@+auc=`LOuIILG|o>vY$-W#x8)Wplvgu2<OXSWbR3bg8A
z05>ei_EDWiuS?ssQH&CSqu!1YO?M+$TNw$vMMX)s2+zLQU8%PPN+VAw_z)fojX@Vj
zubu>WShe~t|7^{i!nXNeOob?BlR`rXqwhMS6<N9iz4!;kX?ColK<E5-pKd-MaAvOO
zpT>9$#CG5R(yT9ETKn5fgj)Lb?lq?L`>ZSGtk(-f`tn5j+9dnhgr@Di`{Ii7<Ue*j
zu3+@FVE<bu+T&_n^`jTIE|pg?t1<U1s%eM**}~FJ%Y<|94bSE+wa?0-<()_N5aC<v
zRNo*UtrMOtL0rINEMSbxLYEzscg~=6E>5w5$K4CWt<m_C|543ocO;A@G92)>Klo3l
zMVSSsaz`lxW&y~|7SrbiPPqvB#@uR%oq$jlKIo=STC|37MRb8xyk@g8)j#}LyzDkg
zjp7JcY^%_g354Q8Db^@mqeaNRx|HkdRcwLw*Ywfr>onotN2!J(v7x|D+)al`SREZ{
zqeJ~&FbR$5V553SYwjy3^-n!G&_G*rtEI1Lu;i?4BdRRz>|fehnfd1$$4z5zrrfL(
z8hZZ@Cn_mc&rx6<P(>vj$beJzihYJ()I`WIgW`botjkpg*Jq|IwD21oL#~n;v-h%o
zS-lxE$@oc6tEr`Z-Zl98%Zzn$qw4+BFbR6d19lMEE6Dvz@*zWohq>RU;N6K=`V}5!
zEhg4MjZJ&3<wYP~^uRUu(x$qg(^V;nYo69YL7P`cipoF!f9O?>=a2q*10as+8SMTX
zZ)wvX9Aj)Kg?2a_3}ZguoJT)ii+L#RcBLeq76tq}RRH4REo$@^dq4sDq~l6{@J!KR
zGUy5C@#uFbyR}4rb4seeS@Myj#Fq7gvHH4(_L`FT4ruF3hG5RsW643W|5}n){F0pO
zQ=LB7o<{q1Aq%Y~@3=p&V-SIxpg6Cvs|%hw2pYkBE%(>!1`XZ5XU-*MPN%&cN#kEg
zV4q6h2BJl*MMG;}94hJh&*&yRH-4KOC@8<AGTJy8>HF}-dX00=fG!m*pN3B`c5G8m
zep8Um5pC0*Pwef_Ut4uDkdSao;mEN`!j`EV+j)y}p`Q+9)T&8&JajOB7-{>uebY+u
z+yzogA+KttdS98{)%4F59@E}$FGHn{hB)(WF=vOx@G#QShM_h?m?R*c6`A<msvF*i
z>}Vf4FIcpNn8=*Wcb^-b%yaS`3g}P(a<vxeK||N1st$2`v{0ULS3*!H0g6MxjQ`^p
z05*oSWq+O}i_IOS<`XQWenR0&@sE-gLLs0g0Gi>0V~>`KbFc?9>%eC-w{z6FCp&@z
zIX+W@sdUhxO6=+AGwOf38fljcqnXk_%qQ}^{WnQ#*d67@zgyN5{m<r9=bRWl^;VRr
zIe8DDqTP?%4o}xB7`tz%DgAuww?LTKxjUu7gST@NKITOiq&kK5HspBUS9!lX_ye={
zGs+EP`gPDd;a@N?5?4Kr>|Rv6`q*q-ASzB4;JTweJ|3UC_<NO7ETy<IvN*%4Mtp(S
zO*|q@;ruPon9+?~VIc_`8mXC~UYmlWDTLISLj}!^G*fVl5a!Ok=Lzq`aQ${k*ASW4
zbd=SN*ud*===u`S^x?Kw(`|j2+k14V0%!$>wA*R#2^D}bbV)c(6+J%iYk+?v#As=1
z?!VC56{G^Po4}D298~PRmt$in0%#wgdXrE;830R>OgJ!)<bP`;CcKtS2aMOYfEs~<
zy7RK3pmD09m~#B30QR@uruY0HKo{WD)Ywh0D6N>61|{`jF1e06(`C6XsU4cfxJQ*Z
z#)Xb7Tn90?BYzRcib8Zz>2(qHyNG&Sq3ADyY81#7NbuTOqf>~|uy0QKnnRA<kH-}e
zt4}R!!4hw8`bKb>&H)joUZ5d68OxCeyISjz%hErI=<FzXLa5z~-*6YOLrORsaDTxk
z_)CElU3k-R(=vr?S8EV4t+`7Oe|n73(fGZiF_YcN2Zs~J8YHx>D#}(h;RH!RhS3uv
zu4H0kK99W626DY(T$0oh(Md(<Lh3%5U%zls@Hqbq#=6$S>vNx2FkU96&+ZvlnI(Nn
zNv=y!Ke2B*d9>_$iAnV3-@AO3Qnvttbb*4HyEim-bs<#aKh;Y26xk$~2ya_Dz@jo~
z7cV2EBM8uCKh1^{2x|x>Ew}^Phva(kn)(EP1Do3=Eedp<JE-0tfBY9b>)MCB8Dr>^
zl=V+U;Y<1naxrY%$6=nH3&T=!Rlgg`L!W37JNmPKg9vOR&fI`^z#>OL?Mvwn+!O?%
z+wa;5Ui3fcHe5d@O|jQ$(cagaJI(P9uE!rYfO;*uDsM3G?tQ9qda_b_@~w1sAgf`x
zQ+!|&(QP3;p%+k5^z6;^2jS`3Wgmi*s`b+F4ha=4IVo|)O@or`t|5!?M@4rEix@@3
z$$+aXO}q=Zs6^mV=oK-dWc(2dA*ySb8ONF_dHF`VHbRE%z$1%=rKWP2B_tXNtwaDh
zL^UREK4X9P<ap?7GU#i5($fdWmTK!+{760=N{SmK!9xNlIVPGuQwB=72T07#&Am#}
z35bXhdX+ymCrITW5j*#87DcIbi<<i1T_a=i@%dy1!moKVt97_?%6I4!SCqFMM|W&U
zwwc}!l->^`y&pOj1LoSZ_m~M070<)7i{7-AXC%IT|DqVMrA5mqAB!utKWfiaSTdev
zm1kb%%!#VzR6hQt;#YV2uTj~oa{gmk;62le!tKeoQ5j;d6ykY3RXs{D=GbM7^?gHk
zt*P=S?-VQjADGR5X!NiD%)Fu@_6F)-a<ue#>mBc>fKs>Zd-oSUw9EvxmM&X-*^*e@
zG9r1AgnFUHnXhw7kf9CF$Zdb;oRW)X`xQMK%v+B9JSIo$RzP&JA^F0T$fPJ?VwIBD
zZf{ZB=0)qIl#leDx72~pHG<z@K>e`)r=e%n{eBi{+f|4!laizTH@{PzLoUrFYySic
zJs+a~0MS!dAa3H<?!P@YOL@Kru?^Dod`MRk<`q54F4IBPYmPJNIO#-dj@*q|c#trx
zjpG~yDmv;fOLIOFgmN>O<Dg5y7$KDhR4S9SVg&S47Bhq@=odS?{0N7pQ4UB;0WpmO
zF^CgvFXeQtQDQj+ULYzzQB)>V)GKHv?9B@Ht|Pu1iqnc!!IExvyD;hs-h&7V{}mNp
zyC$(6wR}}#`>Mo}ki?RR@HRrqL*nvdsVhxJ>VEi!m=9?&)g?0H$s2TZZVZHvj=%}>
zT~I!tV!Ui7U*4JiZq9dk_p4u%zSY|AeF2MOxs<)f#es+J9`)Z4D`ITk$uSWW*MaDk
ziCt18f`sMwppuL5HefTr$lxa9N<oc(Z;@ceN}@EoH9})E;!PC^*Op1lYZf@6`~~nx
zMsUgqmKXa2UN06(?_hNw96;+}$baw=ZP8CFa2DF9VvFshoL#6_>F#+k+m&^9@-%t}
zEtb}|b;m)Uq<BMbbn+h@>3Ked-Rgj|-O^HCSxS@;@OS5{LxsUF5~K@%O&F31Umw&i
z9NzD)d>e6ui@JbS*7t<m!5qIc!o){CbQd2cAxWm~(U%hn@lB=J<0sguSLDIX2~YkQ
zuA_|}sEw{tjO;Iu6KKoiMTP%Kd#K|cf|YNK_y<m!<e>GjKJ#pqBc__wlB*YZPWEO0
z<s_5)lNU&q+NLNrBC35xn|OM@EYZ7gN>6O%bSvp_u(OLy|C=O6c|jqAL5Zc(uz7a;
z5glO`!P{xGFM74nVy-U27wgz0_BUh;MDK7ZyZ`NJtS#R68e(Dpos!Bjc`y0K*!>!r
z(VFTJ-zqu3&+m4gI<B~tuRku@sy3P%Q2(-E;h!Gypd@oiZ-IIjf7EFF^2TFLzUhRc
zO+3>lPN?56m6rq!&c*1@@gqbEdFgrN#n1DsH>oEpYW$duXf*U@WH`zirg;VYiw43H
z!)bfID3E*eH}|jE)Br=Z_Aug~!|r(L?PJx=?Xb}Gx$f7B$3JcS6<Ys24fJl_4hk9C
z|7<yoM_s?KT3#7wWlAbJ>o4F<6}V^BV21g8zW1TR7Kk&#*6sgW`u+o=e0Qro%)#@#
zdd~fJfIYdY;B@h*H)7T;k7%!$gk&Q%g$<n!DLLPGlr4T&)gmEKT-pO3SKnuTKZT=F
z*y;533M~RwRds1OdM@2K#MdG36i}fYOeh=WKYN_G3jM0M_HM!01XFb|`2i$Fknykz
z{uQ`9v31s#eWT>z$r+I}rD)jR7P5P&I!KAX8dq;?G#_?K*p?T9wc4tozjl9>wp9x|
zz14@r#ZnM)tDrW`A*ij90+?R%7)vBnSJoc`osKe;%U?D*hiz0t_WsT+PYq|cgppR}
zUKWQ*=U^}(q)nR6-rnZ9n2QPBV)WMlwfQF@b2j^h+ZJC}FHJ-TSpBl_x+z_KU9IfV
z>2IQw2Y1`&D*_CctnR$AGWek~Bp=4nMH{C;n$)6v#v9I8AKCDf$$MU4r6nxg@sG*5
z3AR}dd#*}iKIc&8BlzB2e9}JE9h~~|^cv@nxof>4R_i<7vcHxcaE`R!?WH51V$#~7
zr;tM7+#^Z?XqqMg+9B}yr<(_Q6sK=K?^dj9PHO~1A@uTCsA3UTO#NPD5D#X_sbzTf
zQBM6IjAv~G4$kqA?@;5?HKPg8V`#}b<sgVsAVn$bixTHXpa(a%3ZZK$G<W$qqWGn`
z8iI)8P_sJ)MnzZ1PCvWfi-QkcAL0)1_c{_7dIY={HE5r!-mBOv0<>#je8(Q8o?y&R
zNPGXp%a8d)Pfh7Y?%KLr9y3xpp+*LwBjsQnLPF%YNF>UULQh465rWmRqI05J(AV)-
z*YS6tRU$j|vBmv;L;&)6fjP}yP~Edgz00f1Q;?^+Mf8<AqUM2u1HgB{7Hra{jkCrY
z)wZ^K2P=kV<}7u{UX^u=Hh(NM5q)gWc5rO|JCfViET?Lpgbi;q9UnbysSmhR=sf&>
zdoFW(`)3TB=1debSP<rq%i}Vl$JZ2qUBJvFuMoN=_|JNddiN`lb)FAj)^Jm^fzb$p
zX566>7%%3~p-zW~Z$Gu3Z44UPdKI*_>1(O)V=?Je&*qG_cqu;{EBBNB$L!SmxobMD
zt)id84D>=UKD=%i9k(Ifr{B;gluYe?aju#qLHc84nTL+;L_*XBNEF8OA@S7*3Et7m
zdYAfRwa2NdTYwR(s;Ot>XJkUg$zn!Bu4N1geE%zzH{FLQ7Ov{N`?7+`qn%R);T7e~
zEuVuQD(Tq;-7`}1ifNER!0um>@O*#!zVny){uh<s^vkR>EzGiv&EDL%PBN~(vE>HH
zn11!hr+eQveX#S&vQ0s*N~TXSEKxu1qkqGzZw`*`oKn>KL9!rY0jF)H-@fm6?`GZ%
z=}Noec>9&JlK_LKuKEwjm<|?Mn!s7;CBXRj9M|53fcMEHfT<MJWnSCaccCNRC17!a
zoUo>9&ORhSjceCbbqy8^lJJk9J#`E!R3LvfnOeL%7t)Q-CHmVkV2!@%bXMppFKU=0
z>vT)9Biie7C_P(``DfXJbXhzu{NXJ!>hegWrMB25?nTdofPf@%Z1x9iG1eFFp}!XI
znL<oAFlf=$m_0fH4)sB(Z^sm~6*u9M>dBS&?uMl73y*$NZEJQ2|8Sl=2)YTkdskTQ
z4}!1cP9z5o)<IrOlJoLZ;^0jZzXz~q(Vb7aa0=_kWsDjNBj914T<SP@+UVsuW9CS1
zAm*&@BhJ$>ptjRi?w{Gxd7kN%OL;*Q?B+)IlAfoz$eS1$eG%CgVsbA=oe|Nn=g(+`
z{P?Jb26A~5&=A2it%9_~aNH=@!4KIOS?(lmZka0@H(4*mtj2{e#B}&*%iR-3v$KE@
z;7dZVn{|0yJuZxYoe(}O!~w38|2)g!1y&k45@V>JpeFbs3_aLKut$hGcm>IN1<QE_
z=X&MI<TuFYQbgn2Xj2pUTyD{DoA)}(na^yA`pgV1)!!zeyU^(Gx*9VRs2|-{!?Qp8
zzJ443>WDuU(yyf89X1MyXTO_mT#>yi;777gyxmk8k`ezTBc4HIVwRhr@dlEF1Y#~X
z#m}FAe42obF}LG-oX_b{$X`;)l3UQEssGJTqZ3d9zp4A!B66qAOZ%;K4}b0{+9K|*
znjICsAMS$ZpcR4VGEl|x7nZD1?$Vr1>%24}fV^9|@NmAB%Xa^$-7u(CC@?r@B|l2U
z8YTMznYcz~gmELnm=R&}9*Ts95F>=Pu}1VVM!o+b5rD$`X~K3`6!jMeCo)}^!5Bra
zK|J~ILk-x?R8G6@8gnc|zEPX}e*e2myNh^6RdR~XOuZy(TjKp)>%{(=P87FK?fZd2
zO?l}J0w@W2ClyD6u%$hh)!@PP45rt}vtUkuj?Z|w5n#QV36>#-JH8fNw-R1~=MwF+
z>3X4SL_Q9xESHn#FlfuSIp%)2=4n>XN#}p}$@8JCt&%q~hz_gutqAzLqB{3)Xc}C*
zV=b@*F?i0N0YDQR95^mlCu9gzZt#svIO9FLHR`{iGA3X5(86ELg(u8G-yoNU80ClV
z_(}ncFvl$=27ez(f8X*0-*P4&cSfJ5j5Y3zaxnaeJ^;-Wr($I%%-!=jT+4Xu3;Eni
z*vcwlxx)44ra#RLx=bIAKSYmfKX`;MtV&EvsEDb0k7&ONk7rdZRuS9A<{m@&e5<f&
z5|PAi6+sVXdx5)xHhc&e(W;B;mr%G$Bo@YrK0&hr&?Psn1jdAn0byXKZ(yd03HMTy
zex#U8rcTNvjNM2W3+K{v<<@<|JFt<~|L2;~h-Jwmy8?%mLZ`L7_K}5Og1_eFdmVK%
zur8SC(xK`r=QRv>D;IoR&nx=FAe(oyp0)>8pPzk#C`!Pm=0i<vFAA5|mZLJ`c|25}
zmNePgdRJ}-2e_ZkWk|f6SbaCa9^f(8;Jf+2+24JAh)0D$HPo_E*5Y4Wb9R@y3;J&A
zs;6!1B<7Fa>~q`9;jAaOf=ZXBch7`xyB+UT&bNN7@jL%C#4DZ3_RjKch>-l2k;$+5
zwEN1!-Sr?0txc0_`a<tzwM|YCh9KU1VqactijUT4%e1ceI0Pfxv4Jk2AYz1GRmz?m
z)AP%vJ{Uc@HhPnJAJ%L+nVj$>D2NbIMF9x!m`;KuPaE*J%n4o=UcT3GUdB`dz!?_{
zbrM7>_Lxv0z|tt%Cn6j=6F8Ob4#Yan6BkNty{N(V`^gJl+y{gQ1tUn6>zV}Sn#2J^
zm%DJ6qgbp3g0BZyQ7Fgm7Etry0RBC}S60*7smH4DOO|(5;TOK5FaL@(-7jmEi)c#r
zL=I^_zoQu$7fH<&3HGO^hG7<$?=P)ASX@j>S2pxH;;T-tjeI}6n0e!sZ+}wbThXDc
zoAx|cv0U<a_i^*bT$s-A4ETr*9b+4{6oqwAK|1$`Zs}fm*;mewgwEi->SWM&7Z(f;
zM#8h4!ADBagN#OG&{G^bn(IH^VOl40k)C$rxmK-U%t#_lDHin<CwCOy;uC|-osXht
zj3EKsxEBl9`vnn{WuU#D`r`KU6_8cLcah(h-0SoYaMdq66t&avdZKOKY8l%{D_FD!
zTggqTJm$aMye+6Ae(cvS&pHT^R4WpJd5{EMdPOt-HZE!Zb9>__I!N#CT}t+q<>%;T
zP)~ICb{}K?>DhU^@ZZzP_E7w`GZm7rE}ZF9I;u<w6kyU;-8MQm3}BATk2AJD5%v%6
z)!ijMcA?JfuG|_A;cEJ6`ajUI@c@TCa^Bqp9VXlNb;(q=)_HC<+n)bGG9LduPA&V3
z9e9_!tfbjiJz&^=PUgIJ>8tSza`1G{v?sqySLU^o#AWH*?R$RhrJ&criIBD!Vb&f&
z+7jG}<)`iuW%3_5W&vN;?&J=CW^gWS#%w;bVb((Kk~=fiA}I-zQ;abz1WLu9Zicax
z{aZ`D*uT+4P<x(6Je1t|WF(!IPjuSU-VWHjtmyn5)%<;)JC4q6AAZCM_F>sbrm>k_
zoEE!9d_gZnOU88^myDJze~pj&fvk1DyR?#arDyos<?qFk(xpYBPK6&`+)5lg%07>1
z&UI-HjhW9(nvZsx&rjT&A2ta}FF5j%e%nAX8>ch;W;|g|YqvOn{a*I`jD>ei@lyZ3
zvV!MM{ejva;=$hhx?+4=+gFe@Ft#cnDIN#D(i7-VGI|2nIVCVx5P@d)RA{BQO&A*J
z!V+7p#%}N~!q04xz;BWu1gPP58+Lm42s696onjWif)5O8-gXMv8u*;SIi#4QaIfpn
z`PcdiwWgp`^y>5My;|#3!@1VLmVM$V^ElayaP;k>K0X3F4I<^O627l#^dYbFO+S0G
z^FFr5KUJUM+S38$dZqJ&D8?1|q$q!X{6fy9T18)l1LQxwmtbnjndCN~fL=G?xXR?O
zMJh7W_EZdRyhFg{a;b$L8+!c4e{#J&wVn+kdf6#=K~wL}wR)f0hfNF|odsBz!?y!4
zn6Zn)nTyIw0c_aC!Di-q&O+Ni>~RzMB6GOa6A836oUaOB^Y0)n0nj_?6o_B9Bae_j
zRFW^DV$df`m#SWnpkeTk^RxNGHtarW>*KMfO&j(i|M>8wS{Af22OD}=N1j+7t`xvv
zyeoI?&o`T28CrVIS4y>;dRP4E8vR?)d~Hio$tJ5>S=H^yQyt@zd<ArNqrSB-hw|Eq
z(j)1bf!*4H<9caYFL7p{pRm78{*BHvS94m8F(GE>+m?T76}ub*ss<`3zRv0MADztZ
zSU;`zOq^4LXR2<eIDLPw{4Q=FE3Q9_v7hho*{#2<_*FTvR_pI)Fd3+(9d||HZ^)nk
zN{uldZpTM+r&C-w%64%Lk^nsq8)QDofLlGnxQvDiV;JJ4KCAzuEENz}h0?0vp5ees
z@8JKP=t~fD3Nq>n79}rj_fsqF{F4{7B&@?7>UTnkriJtE#IlQDC!$zsJ?|hwOID%d
z)IKn6k?Y7@*bs04Ydl365Nk3{I(|mx{_I)&*#pxV>d2LNtDbi~_XbNT2*Hv>O%yz!
z6L~(xXy6mbBxSGgEx|~y%Pp6Hr!5W370vQcsuNWJH`9h|M@|)Lju&d<!b=QnjZ;}3
z8eWDy`8_)+I)6>?kGO7gEu}%{#?LoDJ}K0PSgIvfxIZ!a%!#0_E+{E3Yj8IEcA?6<
zy)$=Wx3Cs{UXK#^w-Agar-Yn;KKM8HtJT?*(^U`_-C#<SiW2V2g$8*1`_-6t=_a@#
z#(fiqs`I?!2BE_5YMify&sx$ee`cSXX=5Jl5(gI9v~j&SZtf8l$`gAHo7pofb+zl9
z&I+7PT~7MOkDu6UZ~m;CRQTZj<jw5fTg!cfZh0dD&YJOUE!tchOF<k-V40wBlpa|D
z7(j_UA|8l5HgFXms?)qttaYQf!bQ(|K8<xWfp0#6?LiKgMGnja4maV2n_PnU!vrU)
zW!QwlO^DL`h^qxu5{Qqf*3p{ORM8Cr{8lWy7Tj=~<T|3Z-pWwj{RwVkMR~_k-`}PC
zxwJwbt|I>g+c*Sy{9et9WO%q+JeD6XQvQoNLPjWs0~}l|?eiK$W$)e+*p~7#im3jO
zg<sG^>HAE$yx8!&n;hp5E^XyEO!WNPq^^FM@K^RC5`1Pnlq7qw5KNeB<W!+<BKD}t
zYh6GRafCaEi=Wto8TM%xAu%XBGEVw-RaKshX*YeuyAf^WIXdOv@qC{c!V{_8;C3z4
zeGr!rigk)b`=f)0`;Wgn<tW659jP>ADf=>8fu_2h^OzmFHg@k($(B%sPoKd5!P_(t
z81fBPr-2nicL0c#^ZW-yG*7Yr;8A?)Xv;LL!%OeQeq7E*=dhf6h!5e}mBxqq4^?SY
z7y(d%hx9BLUIeV%klErpNcb_5)XXoZ9Pv!d<zx1L$V7<|gE-b5<+(|Ca)ozgWu9`i
zB1XY|F;DAe!$mFGo<J`Xc>nZh=jL3gx)Keo;SBO8Qb)9Q5x^kwFG2WRQ5J7nw~`51
zJ{=o1KH3Sk1#_srBQBeyDgTlcsA>!k7Sy3de-+f!1so`}V1))2DgeLJsw;!RmuOja
zG;`Z%lf3l0xTw3+jMR-?z~NahJ7aEwBW=(Wcm!LI$vAZ<9B5cc)l88gm}-JE5|<3q
z6Y<54M$HJoW!-s`(U8W&P+PC+x!2cMupU1~Bba!HAS`y#&uP^wt<N2Ky900A1H?r?
z6!X8#8Rj2g%5NwE@`N~g2FOd>G7J|@3J5+c#KwTgi>t|NTj@)i>D!x$Yg-w>OXl|~
zSog^9j!%G&SHvD<mJ9MxT>0hw$;XKduY?DgG+y~fFnyvr90%3iPjR_=_CX@ByN@nS
zRWO=<>D{Btd`s^}*~oSb&UDdq9}pu5#st9IN#TPCiYRAfWd=^H=&M4D!7BSy%aF7n
zyzo{bV!14)A8vJj<=4H{xd}EEdl8_!b*PhM|DtWoB$#Yh(!{3aP8ZwMjz4n%`6I*p
zZB-RIpxG8zJ^s4vJ#T%J^-1MA66jo)d5gn@2!aIFtkuSeK(ZbHL#l>ph`FfW(XM0i
z?{y8L?|dBso{N#NRua;Vh|ph*hHv~gnH!OCyWLMgDn#Hc^r#_rW{G2Ai|QnF+Sj|0
zoCHwTFg1DcDjf;kbDP7k4FFIk14%_J7^75%9|`dz_slCkG=%?mjpCJ))Tg<uOrvHm
zfR72Y7obzS+&2I-(y)(DfM&RgW*D6(xV}$zs(9Cm68oyI7?9_YU1XD;jA{FXZhK|l
zR&JbKZd_4robt*(>Jz54$R_{!-K_M-bsu`KUi!q|Te^foFeXtQuA~Cfo;15G=Ve)C
zC1ZvwiKoB27U6Y~;PI27q`)fdVwM;akTUZc{FP7kwNgG%?8LH`Cfq{@cDN=4Q~9T^
z!l&NCryiQsha~vEq&2#Tz!jF{CY2=Al_bQKRF$PwWu?Wayny#4i+s5+Qg~ft)vqx5
z(5VBs#T~%4XY3a#<dHk?FpJu5JiNj?{c$*8s@D9G1Fyrfz}8Yu+x0Spkelh9z3jM_
zOJ8^?k@x<o8u=asG9)3b8hzSJe=n7niuq6c7pO<b6(DG=ww`Uy`A;?3Ikz1BeP_A)
zuKwz+j~{P&&i`xh{#a1jR8Z4Y@LRNS|JI83`lr(Gd$F%SPI(r5<4m>qp6z)nh=-st
zw<P=t!hCOM#=5cK;OCk_s(!3=nYHgNv3(c4-=u~T>yIg^Q4mi`B5bj~bHTYa$N5EN
zNOk>_#8ltB=w*w5XsUqoP({lXI1u<(PVN+$rvh|tfLZjD8CO0j+K8V3)f*URC*FUw
zyTYKG7P=%TwI-_dy#<j8*QDN}MAGj5Sccd^*R1$p@^_!{wNOlX`KIlA<r93ap#&wt
zQ7}99D)ZcRrh|b8L|QXg8&wQ7cPNvU?))1c-g_v@CF&QQjS2BTOeko<sh?!(rGNtV
zNPIesSTp^SkT^iF6n?$#phMTJ^P)lL#V!38H}$%nND$;$lyzBn>Fg!E?HP;(<yp{<
zf|MF)$}ma{KSoUo1HAq_hRXZCT~UsI*8%PN;k;*<`CZlNZ;S5R#|CLKVZ@UU%e@9X
zs*hD9X1N|e;KHB}p(Ae~%@2VH)W>`SJ=d8D0QV4Ah_$mrnaX&<Fdf`q`Z{O?izpi}
zq8^tRUx4H<NiZQ9Z}aGE$s~b8mwU&TI3urdjZjhY<8BhJyg?ZmN)*VC_iQiW9G?CC
zrqKV#^$}OXyIjmt$EBI1Os1b*B5m|xf*IX6tK!0smPU4VrCZjdkD;J;@4ZK>9rDTl
z0~fMN8&+e-%zrLf?k&vo6_ISog+Drx7u^(kkr?HY3GpgaP*_L1f{WG{F4t-HxM!CS
zUyv3oxI7e7_CgK}Es9(Xd*W3~@s*4bM9`sA%430z9dba}R)D9<2ATgraCKdU$a823
z5pua*9Tk$<dyLdqO_3vFFF?`(<P2#|WH0t3w!=^;sN~VeLRlvXf0L+X(-rh1hqM$A
zcQ~6Wo5e2g{PDta((tbk<HKU=J2&F#pl8-xRTno_da=YAqOvU>(xSHf12#AqCkfn_
zjv_|k+b}AsrZ0Fo!H%Im#+y`19$fB}=hqVwy((VNViGmh-4>leUQ`?47AekNNR4c_
zrHz;&pS<sx=Ih2ECqZj548HxkyC3@)o_x^TDAoV-M32`^m)Av?+ch@R^`+%sy_;Nm
zr;_(9)(V?_61DUiHh)GI6+Ov+?LOS-<EMX-+->cjn*FQobPeOX^Y%4#xEa|ROgP<o
zD-CELC>XdLcmL|cr)jQY0u5m?Kqp}s<tbrzYaQyTh7FusfCNn}9JB6mN7(|7RQv~6
zA@<~KdpET{9sm;*w!6DQ0SiBxTjOsnsJdW7Dh~|;<g=Qwa}UX-1>1*PKU2#mhK;Fv
z4#kWp@x*Se75KGxEg;g;uf*5#(H=RsMle)sw*TCfKNlwxppby;{L?mAJIllDS5wc}
zE}Eps#K~W^ky!K8;5wN<gp5c~WA%AW!7&BC&zxEd;5fu2=vTVivZgPBydis+j@Ej%
z`s46RoKET0%{9x%oP`2X-;`?0H~QP$C&Z2v$-#Rb6HbA?UtiwnfVzhrD<f6^l87tw
zsm{<g73?_q_iiz#p;}Am*%II(@wCAN{~t}~9Z%)||9_6dIY!R0$vB4y*;2OSAR~&5
z>~Tnm>^;vgD=S$gkwinXlI_@g6cr&`GO{^1&iP*N&+qoT-LBisznpWquGi!Fd_3-t
zqw`SkdHl}1EiWo0*ByTXJT1C%C=|J~(ar6@fvEGo`0b7!*ck%D=lIaTjd<>)HR@#l
zc(KPc8llxh9X<M|yET;t=#hh#O~`FpTIU@~Fm=lM%=cw<)K1~n&de808B;sopqYm8
zfMvadcg@yE-m2BXoAd4aRmrO<3c~c5#{oHL>PL%`0*lmEV~Y9DcI~uaVJERyPV2gw
z%5mX7w)53)pJ#v9y)nojm=-4pnX+oVtk^KzU!WUkK4fUzpasqQewiA%oA&8INN&K<
zhdD%zKS%9+w%V%im!D$dwnTYm^^cqINN<VoiFw?$IF3<hb3QMM7{**j%c=FC>h|n|
z*Edffs|4VYuuW#>jlplnYIVarHt5fX&3ivu?jUqL<`J@O+J4)*yd(BQJm=R-)(Z9N
zL7@q{TnJc*kS_~XcZT}6@GcP8AIV{aC-~^kH398hP-zY>fL4m@1E$&1JrsNk8DEvW
zO(zuNA05xLbe`4eutkUw+}`La#))PbJ}@ls%5-r4YhUTf_7~xrZP_E+%+*?URk%V{
z;jOG>ovdWBmMW)tP8?y7?xvu_Q-Rw#0#1qV>9U_1C198`i7xS(%fYc34NWgI8pfe7
zwi_%B^&EfU#!Ie^m&9Adb~_>2XqRD}R2q7=KFpVl4q+R#^rssgV39y8w-8GU9~0vk
z2Ya+m<gI|7hVkKpzoA#}{+`K9;q1(wZj=ZQ{jzcabjyy03x3r9XlqM0ydt#Y^;w<}
zVq$k`^oMw2t)^<z+0HBPG*+L;Fu(O!Iv3$uSLVt$k+3^b#rNc{E8iK(E}zN6>(a!n
zPFLaqEFE>UHr#t^1%!jkGrtbB_ZMer2LQIciQj@lzwpdV-kxAop2(eLBE3>+d?#Q1
zPM*$@fR*S6Q%9?=HorlBRz=l|$-NVks}xhN<Rk3pTHJPUyZylJ?gQPsCc64T(I=jn
zHC6}rrPeL1f4tFe7lS8t*I3<98T$JHDRbv`Z7~Ne6wj$=ab3?XK;^nQuT7HL+g)7W
z#mY7u0t(Qvpyp_rxFpv1Nv!3`=iVg)ACtm@{_dkohHL%(HC9=FKS(JSeY)4}Fz`rb
zB(?E*zMrc4e3ZTbJV}>Ps=r9*>NROw{?+{DKj&fKc2A0{?m2O*`y57SE3J^PlVcO&
zDfw#Lo_2f&m&xsF3p^{%F&KO@F4-l449cMq1_s?FLxkm6x7({{24U8Z@4)o-=o}Q&
zw0-^Cf!rWhgb=WT^Ne&kqi+XeI&yG`w-kKXlp@gaxP4JF7lU3%{JMBCEl(+WSILi6
zpn9_YkN=MU?ymo<?SNgs>OlYDc>rtbwKjPFX$c6A<Ax$R%=pkIZM?fB_xDRV9gWnf
zkIVV)+OHq^UO0>A7w^z`i9sw8rFJf!^PXCye!%kHrQ03Rx<Y5o5ak>DlkeBz5>Y&!
za^p-F!LTgJU&GFN!p*P&V~r5k+SGz*^`iN=JKah&4S$`O+G9LYBv3)tojj~+YG=UE
z%SnMUv8A|UwR(I~dYZ_|ZKSA;%<X*lN(btSnQ%(NUskM$cj12A^$^4TI<5w;#D?#=
zGsnkQRCit{jO(?$w>CqTuKcZA;CD#*I3g3lNFJo~30VP@JVHI$I&t(Gg1X2gHi8|}
zjIEOhmfsz_CwXBM`ZhtEiJ&M*ccZfqkvKopyE)WLx1)oG6FlMyE#Nj<G>>q!d=CUt
zpVkRhVEyzc=x!s&uh&e6hV%y9UcD@Beo~tEu5<*H_U5)Fb&hLmK7V65<t)~^A<f_t
z31WIL9o8o#8j}=?--YnTU_Sr);hL2-$+Qi-JAvZ$kQuXbe*b3S)2r3ei(4P1*UN#{
zyQgKvuao0qlT~D~@aor3VHG9_&^6!~@5#K2e(uMbq|Cx<gd9BwCA-KaK1V>0anBJR
z%P=5qjzchHqDUT+Bu`yxECI2GHS46H@4pj%kF$BCvj?Lvcs@QiPTv1+NG|-iQ2y|u
zv&#G4siIxTJNj?zcQafs0<|9Ppa_tL-d?QQ%cxgMzS->p9s#%&NF1V=Ee3f;hl3a?
zUUvEK!L<*ozSp+R+@%`($NB9@-Z|kFXR|Xpg=2y_MLyA-Li1EkC8>{x8yth%g+$%v
znTPn(Dv@=r_ZsVG-li1B^#fs#{}`<uv?vdN=ft>+wttp@sEE=gwP{}&*5>j=u(NzG
zJf`hSJVqj*hlN>~M<9~$l!N*`{LOOu447Bh{!bfz&Iw-biSt|&Lvj@bt=&E`Ei+LB
z?P7cWV(IZ4Hid#-<$UqbIJJxLOTs6Q2K?yb(w@iVRn;{&P3Z95;$Xx?D`31a+pwno
zIYixrJLEKRQbeG-5}SLWSJfchs~mZxfffou3$da-@Wc!9=~(y@7so;lJYg5oj)J;T
zks{)<?~$@462j%+Cz*vO5IVkKUCDDI`sU{W<zRBBW^g%3I%|JpJlUaUC@RGpB;$Cy
zUiP{@dqYV0V0N7)5!UmgytTsJpzGz?7gj-UmGJkQ?eUGv)?2f0!PM=#e=Dy~^5pjj
z1jMBXAhPDX^}aRa3&qabv1{h}bzc0}TUOt1F>cK3_Z;wl`DFDf(>eqfRR`LACGZ?!
zCr4%~E81Clck;T&lU1nUv+wNCOrw;s@qn^#gQa;?3zBMb^G9XPQtXaG<n2!rY;09m
zRB%L?*kcXjsOg{KjoguHJmD%_4eDjV)pCBH2SO|Rf@_CEss{aP4693rTMJ2$3!BRf
z=jS6l=MaRNOwjl;kCg6ltSE5HUH~MnXq-X}JcN@==c!yA{R8k5Y{k-|ZSTOjAs90-
zuHBB6gfvP*APrz<TI+zo+?`R*I8`|w2`Gzj9Y&4ed^#S~d@h!NdaOam<C$Iv9vYt$
zYwdglTk$D8WORYqXcd0t=hhJ5ZW74V_7edKcX~g5ldef_N!k`+#)CdedPpQx$E8;n
zS5y~6I~liQ<0_itD)Q?pQtB$Qaz}M;p#w3=2r%j3_&A6Zb|pM~JUq;7k8TbU!uqa0
zu<Py+0~rah3br!u3p_0ud?xSD&<%U~b^EcxqK!d{J_Wyu1#apIeGrw#oprQEIf0Q(
zx2STl+xHk^2Ct(6wZ5?Ny}Yn>=2WgC;=FF19v5Jw$d$;&+qmcn#$>AU%-R*6vIj+a
zO59-6a|T=Sm`Nd%ywb5q7P^BdzLy55T^{|Dblo+{tw{utU*bsH$%rbv_87TUaA-@?
z->!FD(>>p`{c&qwuAY)OEJ>YsXL4fkG&Xw&_EaO!s7XCFqLx{Xr4@5LbK?jT%9PMr
zKpUxmJ&EMo|9JKc1}vrvD401p(1yslR#w<iqqeFX6_60vtxt5zS@;$N!yaA33M8n2
z&grTV<6dM7HzQO3CiV}gDG{V8*~z-Go%6P7Rs9u8cBe5LB4~Wv-LUg9c*Qwba}#p9
zwT?x;v{-w34cqHQ+$pCe(K57C_F>fbRzW1|73#k)^3${N=sbODCG38WZ(l*5{1#s4
zi|}lF0_xP7yx*IXy44KA{^{b=I%xiRCn_UpBZ^pp|BWJkk<Y+%LhJ5;x`D?w=x%m(
zMO9T58`Wmg<w;h2N_;$5``{o5qmwgevOTMq45n>^=A9yYZFzfAU0<rCdY@$a2j086
zfGLn2R5mb=)4fSBu+4V9;bf+J%h1Be(Adb#{^6{d)u@TZ#BJyH9&^=+A^DJJjz0TE
zLz7ahJ~tb~{Gt!yqrZF@(e(TfF*yUwTx{A)t&dJ;HBQL?CV7akXeILYGM!mssEroU
z1OjCV4Vy~aU9p&5H;w+Jb<lD$ak}fa_1H98?&Q=d>R$&5cz~LI4Pw}a`2y4SvqHpa
zBFuE_Q1f3Db^EaK^rPPi#oKx;PyL*)+WKtJc(Z5YLD6w{bplg6YWh>%X!OD0jI(LT
zOH|0|#{A(JWXklPuX@X;P2NM8LC6(^te0BdYc_HR#asF4f%NRHAb+V{*q_>^7n8Z+
zp3x`%CP>zgMk={HUr@>noZ#y>_bI@vw-e#;G^_&om-xImI-D^wkmK-^k*ZB@OqA~L
z`ftJ3hu#Jx+UJP(g~#*Vj}H@+L+v6X)leF%C!~tg#n+Jt#4L4t2|fE1vQ?lFb+rFA
zlGk`=?btwq5C+TVb-5P7NZrm_L*Ufr0MIoQ{171@2?Uq6b*X>S3QkV7V%E+`^FWLH
z*2!0ilu(Zn{aN*NSi$cW^7h)~>Akeyn*U;gKb;-tCm0O*c`TdE9Mk<|^;WlNICQxc
zVS9U{Brd5ai#A+X>zVPi;+f;+vloFm4O|S7zEJ0;D~c`#L1wlrq7~A2C;!zEqj%7W
z8HBVq3Hc_>s3+_JA`06c`wOvv|96YELT;~GcJH(FUaiEQ{On&(^R+uQGidCG=6~Gw
zA7!pS&+}HgYOgykZ2ut16*33^HMJRx)67&`6(PI8zW#PC{mchzo$&nBJVYBEqR!Ig
zH$Fpa4qA$R+$O91dgkBWQN;PJJ;nH6iLsBl1$OPjI%juR**~}$e@v76tjgySsWwV^
zkls;`G#C_mVR%ThB0RoqeO(?;B++_+Gl1dUT#^*PKZPeb$L7n$*Eui-H=kd*E%Yx&
z24tm;BNWnWC2z;AqYW}S9&SsBS53c;s{eDPm&p`#%^__c#EkZXy5j3Zq2MkQ$?BR+
z3)?1^gRJYIeFKz<8s$g=qU|++P3t7_WGU$+lk1>QYOYFHj6Gfv^GZP`BYVGBKQk+Z
zPvXX^BD+}hHMee@(w#D-c|oOsd5#cX*Cwgrxzbyl_7yfLN)(-rErbKd$hXiUEjM@F
zA8Xw&R#%!PxE;W>Obdq%<5OaP1=laDUDa0f_3ho5$o*caddg}8m52viRPNWbkwX7w
zwn@YiKt*V%HXZz(_f8j2{DLQhMR`aiz^8-+CStJELkQ$LLSO<tbawW}Z@Ia7DuPC5
z<5v`qB-9f8mG-G(E!XUCJ3a6Tf`}@V<lUzLmNK(rUG!-}Q+9@cM3jg0U>wjfv5&g*
znX^RslaV(7iyH3O6;`g46sHwaZ&8pc7iL~e99%s~mLS4{(`&4P?*rwB6k%_!UD#iV
zVr;L?cb&WL#tiVJ-j#hWOAswn5u;R6gC4IJ;fyX`dpe0x=OHTyif5-|EPo`%sAm;r
zW2Ix`t`m06wez4e$;)V9;Hh<HX}Pqiz2i$Zi<ey1FZ2B*r6@XgH~Plkb}&kX7$o{U
zcBs`FmkX`5Cww>v7&!LhCf>BQb9T^9^^%=U?yJ6-lBe;=U4U%MXS9WY$I(!Uimsvq
zhAINxolIM9g!fjY5AnZ4wd1(B8ra>ucK~L?Tt))$fh22_Xip*fKiJ^ys6zA5blBSh
zT4fZ@9`}sL&8GKP;(d<N;TLLjYKXcOe?mBL?19hoBtZ8V+Z0he2pB}UN8nI(>|Tdn
zvgD%pYbNLqg<>qO$~NlHehZ-tS9o^Zja`O3xRq{?%)Egl3q_6p(7OZeB_DP(dLJ#F
zMiNlllZeS=J*wd5X?q^R(6NaAWE~=F5vonOcgXSgsMy1lo0cYl!VA$f(DlWY^VPL!
zY&d?c6~Dj!t&odRlb8ItCdG!F`NRt;Z9zFg&$i>v+6pMNs&lBZ74)g91$K@)O7Hqc
z$LVqIimnYbs*J9=B-)Kae>NcaHB#3h<0tIwJ?b)5=TcUD(jBI1Jtht~beElbmEZuj
z(le6*t0H4<HE6|O+P*Lps15_LX525@1aw%?P!nWQ2(*aJ^~zKEJ6x<oI`V9?1SVlW
zN$}Irfa@Z;aY=EP8Rwx13LMwqATux;(eJ@RTa1L`wS_tLkamUce6MM~Ujt+Znnq_-
z5-NmZFoRFqptni#z_lPROpg}^--a*gvE0PLRUH1wBV$v>?z5*YI?x)#gaHTF*ruA-
z&k5D#k3LkEG{&bU=HnATR3@g?_m~@}nW?84ihuG@-U6EzaQYSmAwID<FCo4)%>a$U
zB;l{$g|_J~Vf|_z)_$?`cB=&3H}r?Fz2Mk3)aqNA@0N$w)(*wjPayYfA7RtGDd_9T
zzsN3$cQGui$F|9cjXTgoBt~2cW6DE<`$PNhp|vIk+6I}8`Ujbn4hf3KI;nOPZ4{aC
z8zue2V*jT&G)}P_R*bcAeY@sc*f62}-PHNJwdr>Q>+i<)UAo4TR=RzR{fNxv2b^~b
z$!!kTr}YH-5pf6cq+n9rm3meAnA{J^{fN75OU#qDzya6}Kxr<~4YSC@;6_mo&pJ$8
zNnP?3%)bX&_0?8?hHvL78$|yW0HKIt^9YySc-GSgnyHfv@SEpj<k2Mj*oy*=?G7EZ
zkCd<wzw2&%E=^OS;C5_YG5kLl+T&}x3y--(b0n_QkLI8}B;h2?8&*8R(rhob#WT6(
z(lxEOnBzj$%W{Ch%7LU^0ojzk>@A8I{2a)$x+F6`^krPC;+wOVx0#2VjfZmUsF16}
zs!P+4wmM>)%It5Io?(fxZuz0>sQa&c$e>N$Kp7-lN&yeOY{~k~0>_keZ7oCSQby{d
zh1*rGCFUXw3nITnKx?3;{-zhZ(;HO|d&R1Mt_SE)J02*cP8JCOIdd6sw0kjNuj-9u
z1j{8Nhfv!OEzV-0`zRb1{)CGoi-W@g&eKCd>)4u`TbbMGUKct+u-qAEd4tn_%lGOn
zzp+<tpQml_`ovpamHX!-&)a})RLcGKZ`yIzT#P!%uB&N&cHG0P>@eXF;r;XXTCBlZ
zTEPR=$lAr9&W+`G?AtIi$K#6HHMHaRvxff2;4IAp9H39mUuxj@e-8Zg4f<|1LrXQY
zo%C;hPq*Tbse8%Cx%qd@vfb(OZmlzBrR&X)K%VEO1>P$DRsVXw+Cx~UC#p-U%F2p@
zPQMT3#W-3=`P`tq+ZbHDFPX@`aH#)rnvbnP^UmZ7t_yIflQ8*T>??Da@rXy$0!)sZ
zKN}{>{cHOIYlr=-`U4#POJ#f?)|l*8`ua^}xIH}=%XYt*o+4~wDx+s0W@h34?mP){
z9}(WL3o&Bj@dtDq9$NvSBIAHp!DWEpnc$Ec7$~wv?87htw@wH66k@T2P#Fqi0Cv+J
zOoX^|)7*0sX7a&v^LE<I=Zo+sVt%7h=W^e*#d3lBgouWIZpXxUh@YSI9L4}lDCjW9
z#p)m{2=Ig_3K}8px!O1^&Ka={V{gBi0cSHH!WMW@NsP7+nPfO=$w(KGUSCmS=}6Cq
zj)4z-9k08GKDKwoKS!vj6#p6GD9|*xvm%WL-a;jTH(sjwE-cwDir+*i$MjG5KkZJ=
zm-igBd5(3#;59EgP=In37EUTL=@enM*I~n;&#9lOAi?sQPm)3_PbZ+LXK?Oo<eTlO
zH@tk$c%RM9SacpJHEZ|q#>8rm9z!Cu6vl6|0IgDLNC}WXfh9kIpA}^$+$qoGYBR6>
zqUp4|w3oVLzYOy`b6yZ=2^OdFQRP>cF2wZE{to4DXx095tmbDOUj;Lsf)%yioe<>f
z*MiPO7X`kf=8^$5uysb~?VP6)9h+9bQvI9tsByb>4zcRQw`$Mhp+`%t{Z_+EuQSRs
zKup0dc~MpHy!#PX_VuPh0f&<^Wf=2eD{2k9mBf8!yn}P!<)Mwqpx&m^j9fT4E)qI8
z@7J_misfC&+MEr9t{0Hz5>FeoTOIcc97+V>CDi7NtiCbp8I)|S=d;7Lo&1~y4C-L!
z=RI~*dZT#fO{R^Hg%!jsmeId7m*w@fL-}pIuijnxTISb&cYNaO_V9Ow#qMM=#gP38
zh1cE5LRTU<r{3Nwdp$v8fJ>*LYwIOKbx9RuIz6rDSs1cMi6qCw-5Y`f3X$xH9woNl
zwi!Bs?p-RJqAFRU^_g$#EsN{Ni&cX-!;-&)%MLoDKU!UAx?v$Q{o_r-hGRich%e^*
zq@zrh_?EJB<fJ3@->uUgo*A=YV1+w2vPFwZ{|uWG(25Pw_J)n##qAz1MygzZk>)LC
z^U|6>p$=P4wkgYrM{*}-FR`o9l*%Jpteg@`qvs4}+IpyUd_vjz`6aETDSZ3*;Ea-^
zS@1Fx+evwKG{1RtH1&JNEBxoo{-Mv}6d*y=*PXxoY<f_CETHc)Ui6=l%F%i_$Vua?
z|38n@zq;Pyu$q?>vk_6g>y^zP4UTGXSQX13VSWZ3ly41ZQ$8Dj!S)1EyZrLPCFE82
zmjp=wJ@P0ct?Y(I%|(h!jDU6$9k9vRLu-i&Tr$*Xx_WGgS(|TH>U~m_ytp2C(_6N#
zF0kWsth!IW+C;!{(9e_)fQPfi!#67Q%UQJPz1g$!meZML3C*poqo(HBy%qGxIz;o6
z(C^5-{rSc}rY?H)mfBIrG#zLU%DmJ*DvDtWry~ZhJD%rog~^|%8%U&#AZSogC*!Ao
z-F&GA`(ye^Akfi|qr<U0p5_rmYs~mwS?S&_gR!&hwSNt}Q&#u9hBxb*u!}oGs*QUK
zS1%^;l(Y6S9`v#Jnc8n;)b>ga%wCZrx;eg`{gH)lTxdTM|EQ566s&Y%&4$6DTrEQ=
zTt#fb@H(k7vtm*5RZj*XwF@GUx;q8CAWwMFpFQ!<rlw+is%gBVW_+k_yvw8UDeYY1
zP_12F*_Eqy?|dsPr(E7O#0WD<Kd3S95QFjR6h=Uj5jbrZdUS81xk0nw@JV|9FoU`y
zOTWW8wAO~d^6&Ng!2I|a?JSMpj*Y6&svTd^!)-ov4=Dw0j^Lu8A>cjSWb9s-*}XeL
z?MZc%^9*PvP<bo#3y?LaOx(k>{>h%y9hM8kxnIK9nV2Gh^fgGNNP|V+t<LdWJRe`V
z_4ZJCT)h)xU?Y2Kz?JDU&p7o3c&|<vk{KNUl@<Yj9oGQ-&M0eT|CfM+qJD|i_p4pX
zuRtO`lFzYED$1@tLBjRez(Hs@<2&O7GqP^~E`v1Sq5(0ztiY{E!|zR9zI{bk(fW&a
z74nwMq{K&3l~`o3@!@;){b8r?FPf_)nb{|ExhB)=i-bAQNhirkYK9Ri#aFr15Zfe{
zZCHmy5?AowCkM}p2_F5Ay`4B_&C`Ls!Mo4$^`9l`>CIn!Ymoi?S@feIva@7E-F~m3
z_S4@<+c3afmw0+rLn{f|X@P_rAg9dWaTAm!zrTwe>Ou(F$f&TNPdge51cd1j?O8Aw
zAxWaS6~@_lTL(QoSwBCVdJuZuSWS59CmL9|tAbwF6f^&kRnmDN)71Q~Fl8S$nR0Cc
z#R(wq%T^XPek^Qcx3fIQ_8LFvzeakcAl{;&-a>ntcrut9A%X2p()n*>@Sy^$E%V=g
zL?JqugXs{aM5bW^9iWulsH1w8+Qs^Swtj>ZS>x#NT)<GS$y;i}@$Q~UUOqG_N!P$2
zDJZa8VZA_#aOnM9m;S;3mGxpr`9=LqaRVn~`*YXeKdTq<+75j;>vH)*FKV9H^uMQL
z96+NVFddB?g_;I@POXsN|6yVOR^pBDpwzHdo>zA!-(ru6tD8^<Zjerj)f2DH*QVww
zx^Ad{RlnqxiS+ASTf9Vt4)1*o#-$6LNJ5qYf<yZmKzRV-98WND^h*eM7}1+0F3QCP
z<90`INRjETjfucz%vzk}<<h}ibvM>O4y<n@w0F_kHV%d+=9W4-dIH>f^m=h&^muKW
z6dV(@ZYPs5h(arPU$2UwVr-b_lV%XcB1*dt2Kfe$UQMqEM<)0^c@3F6zw5#ND+r$s
z6nxYFV(6R8-+!f!L&co?4Lu%`G1^Ccy9KEc+#N%WqHJ{!&oiJ5W=~Wt{>6o@wFXb5
z*D3dpDS2Eg62uqV-y8j<IH!=Fmfj$481?;s(qo=liY318=(9G?2tFspx2^XI!`L}H
zkFa_3EeS_($u{XC(Q<a;TzH=7Sf4{z!v_~0-VtTDHDmW%u<aD~?}-1!$~MFT2iZfF
zF6hRcAN<cw<p%`>K0R9}P^lj8!fuDZoJ?@xW-@q%NJO)AA?0*)!S874(eZF_Vqq)G
z9d;sG5MV49D)3p-qv22q!rYGg(lw08A{`T`y>~Od0a>TP5T7y@&Ym{rKr8+YWvKeT
zUwvJoanL%{zHrm$!`45=*$)0wAe}psHLRuJ)AI0T%R8->zgoZfT7Li4dO3lr6Kzz#
z*q|y}H_@f8drZgDT9H~?tw(A5_Mi*22({=KJ#Ijs0E<mpY9RpI&B-WhY*N~VDZZt)
zIoVC$Wa|G<h!?s8L`?{T<3k^s0-Yw>0mvY~w#q2sQ)v{p;}#Bxk2cdB<F;d~i^{4q
z${s6f#+dD!S??FKv=S+3p(B(8aDPi7vw0;tI9aNwZQAaP^eE|X7CT?9cD~(WAkUS&
zTPiAFrCEkuH=`iWEyGIKUH7{5SgytGgO6*%>c{IRzN-NKM4$}txP#@{Ga8|i>ws12
zX&ePIeW*PLdB=D8q2b62##ehV8u7V-hm^$0e!v@g3ISXmXR)%U529056UO^^G&XPu
z6SkPSD)<}&*~JKe+|a2%M8r*t#%mVq0fNTh=Cr9(yYns2cNzPNRb;fRgN0B(qVO2c
zihAoxF68zq<i1zP?F%K*F2(BaMx}7NRUOjuXnEXwwtgpXy>J+?v~o8bGavl0S^M-^
zQKIImbk&thwRx?>zwhM7_Nf_+xf+a#7>wx{jDa9eH6j-uG#>L^O?U^!SB%nvDu0=9
zK=nGKtlr|FL@v0Kr}=Py#?{@06-Czsb`hZ6_&lMhKgz+9ilnFDImjK-w^D6^wMU%l
zJq%UeKHV!7sr&{6I)>Z~pu{7)P*CRUcr09)9Lr0BgfAgPGet$S#NH559@qQUuS@au
zzCC}P4sS+Jm3O{Aq-QtdaC5-?R*%!n=#8I)Bb^rqe`x*)GzuAgl=9UG98*{4-gDr1
zN`q3OiBXBJJ!_9wx0VfdmTL`NJULr?bb2N0$Wtl;8O$|vz%>I!Ssp4`9V%HL)L6FN
zj4<sOYMet{DyNIVwL{d7{XQQoENAcW<N<=>-Q|NG({Uj!^JXmed-=@ISBIGOA5wW&
zogA!#uA;W|Zg+njze9wb7TwO00b&*vVnpnsYr#PaFDk5oGg5`CUL6!85%5_qsM3D@
zL3MYZ+Q?VMDSu1}5aY=${q<bTHc!-MIL+RL*SiF^C-;^jY-7(y?qI*7iV_1(@=jG9
z*(m5FGxIM3;H9IZR;1@ZBtUqM|6vXpcWJwFV`soxos_oByr){=MC2b=7j^UmLxVAE
zv1ALI#B&^#jpAI4^cz)Fj^Jgkb76rrswx9$%BT(I<4GC%LVCiOUD5!<BV;ce3}Wb^
zL9hpas7PTJQX5c$lAHeVZTjb=IUNk1UWZ&lAn(zWSZGk&+a3XdAN>6#0|PDv`1Mv+
z8xQ4)E8HvZEt@0&7O9*0!<u}a`#|#OTe3e#Nvfc7_+Z_`*FCBC_*2g4rX-pg!HtH4
zEDr`ROr~RbRiEEq;=Q;HV_D4Qr9ma%yTh9(?rgRL%(%!USYjjlw$J-nKh{~bSJZP<
z0Bpel^++#-F~39NI>wA?7UF(sljRqHg$9c`+>eztzxYCWN2sj-_l{AE?O1ihs%qz#
zma*2Qh?A`o-$dFaDBXCS;g>*z&|gWl0}n$q8UDRDJF-f2B>hNbapy^h7@_i#aU*0_
zEnoE|N#qDQ#w(@0G&ZsPX3$UVYnPkGwm-pGS}!)dgg9r6NY8AwhXUa|-|hd%gHeUC
z6dT9^=cVA3F6NFiS#lZ);+kK2nME|FkSxn$r<=qiSOp^Neg-VLt6uYWmj)E;*)!bL
zIfD-`Ac`U;@Sm(>waDET2{0T>cnl<Z^9V)$tqBWv=dWvLQPtjuwQ7cMKv_l39-q-^
z<Yks7lj8;dr$tDKpW>)3iORs{1EZWyp|dtmWuWFcCACmbl1J3xr9y`PJ$u?w74q^$
z%HL827(2-NmoKNdyYrzU#yczBE~fA+hm+$ZIglK}PkT&XDER;kNg!##r|h#o;s3ga
zCY_hA3vLzw!6uI0Ib?faazVd3S)iv|K3rfR+35Ak4MdOTy&{?(PPUi#*~ypRfbaD|
zN3uDd$;e%`zxANDM7k%+Du$o#Vb|gF4`i7@S90yAhibR7LpPUdOV)cD_+?Rz7JC$h
zxy14jU{?{I*zJ@~n(yFOngY>pcbtwCM7+a4-8H+uT?tE2Y&sr2ZP+^d@H<p4Vph{2
zoLaVZRt?)~Lus6Xp2}$fVYVXj{MVc>u-2w}>hX8Y4Mc;MR`cGx(Y@K%Q_Zkn5nG>I
zw(c{4cFI5O2-av%mq*iIkUuX~@WTm!25p_hmk*Sx%L%kb9~!Q|i~T6hS|bFZR-`Q;
zLX`1Xl?q^*Ez^vhco`aFFC+rDuNryKuLCX;-L&!VXUmPhl}>|KgGwVZQaMWmWNxb8
z&hU4QK75xFey^6(LBcUK{Ai`W!#x;)MLDWYMOTxJEQUTz4Q(~}V3EtZBd3uwzL5=1
zp`p!dYY|_AkHU{;{%D34%&tcquTuCu@L|Uri&NGGr@v$9n{j`fqs~~yWVE7b$)i*@
z9a5qxjgXm(Y`3@}H75;+I8peoQr?4O8i_yCot=`~az1Dd+g-yPEvkFZ$OH>s`DuSi
zPRU8te|_V(@#zo2ncQ3199HZ+nf(8rvaMz}O(=vv(OnZM9qcOiijBG|3!C8MkCBi$
zvGmzJChQNaSIK=EXsD50biK9qtf_91??Y;dzJL*vDkmaL!sqWR4=SBh^HE%VwoLVG
z<%DNm+VO4EryqUv?HyTaRsVVe%}x(Wo4@M2HNW{4Vf;NK{{6bN<qsJ%S*Jo4W-(@~
zx&Cvv*Z5y?w%-o?AXpv&>^T0tO$05<<237dv+Mcr;S<YO5lo1~F!*lU1`d`Dd(17w
za6AXghh6QVdtmB%?02bm-Xwjo9$w1q!Y?0C*q>;ODc5^Tng>lwPyE$r2ll(*iF`-T
z(5u9M0$`~mW;`oTtbiQ7ItDZk8pfXoX%G)`3NL`3i<k*~b*~tE1NTVrYvEiA;A3B5
zLIV>EsPdrj^nC$Wde21SPJ_NMoJ$*ddkot7kwjyT*5=U@xq|*|)TSaV52e$00Rrd_
zB%pfLy}f;HW&gVjpNmkDU3Jl~s-meX{{Yutfe$-t|DZ<$?0xpr^**oY-2Spu<~eLT
znJG94?X#l=Ttgsk!0v9|;q?@_+PyN`kv8bjv<?8AV1q7uKVmnN&M}kAKbFfgm5YGf
z$CW+wk}&je$eVC@k<8iIJ(wz^8v5l==$1nyHgu;WdL4n7AT5oqlqLcP@9>a2QefRA
z!I9K#P4$M;$;#%D)Xm747w1WSBV(@{(P#~|y1h1vc@c9_<k3ob)eT2?{>BiWrpCYy
z#|OgyK#>#pZ_RGeN2wW&Q|~Ckt#3rXggf4}xW#?*>Re*>!i(Bq)sOPf*SK#~99h@Z
zO?DS{ZVpj(iwam`pM4DmW-^R=mqh-P8^VIe5EG;yJs593D%K0wL7soJR(d0os8pgO
za(;(1nSs{_gtFg;`L|`p5do0yxt6$iPiP67856A|JWBze^%aPBY)1sSga^%iUoDhU
zKo=tWIYi3el$9B#l@F$V8Z;{FHEzhx2~t(waSdsIHaNj?|JJE%#}_?mNgB}n11?X@
z>igHO(o*F}q73*76HtSVQ1=8~?s&`AT7h2W1d|}OPqu|bOTG?DzqXx#;{o$e%EJ`s
zePQ{S!adkv*&M=eLSL~u<qjdaJ*R?Z&(9y8O><21=A3*3h{1-)%glQh&C)c7`NKW8
z!n48yU~_8fGRxvv90&wB2YdYbe6>8i+wZb^pkm~YvwUSGaS}TrM~Z)P5h3s968AI#
zC(9skz5UbzyE4A#cY0%X){ykCWq$Nby`Qz+kIEK&%0W%5`E>Rdv8wExsQE*AN%f?A
zBz%rxuOjqXG`9qEEDJ!_BECLf^VK+#7kgJsfQ0<p8rn}yYEhq7HL^EiC{N7vr6&G+
zRL9Yv8<MHKK2P`XEluF4n>IoRFC3y5gwlPF1Wi6Bz|<8L@f?)f6zTzr_<@fEIgdwr
zdM6yf_N`r+(I0_iAUQTjO^Wrg<@st+uw>FJOa`ysh0$D=yP2Y#4@J4{R*^vUP^?a2
zlFeOzPVTxm1->G<s~UrY2((R9CsU`)mHid74x8CIwuc}loiKW_foE~TY=b&_@_21H
zfj1G|%;J7tA8n=zt|v<Hf@DEzBDr9KU#|im3z?P<3jTzk>le|7&Wc<V31TAX0HXw=
z8A}om$CsZHvN?TC!+YR-dcAz$9wb3j#RbKHi02usg;|5Htf_so*}9R`-5_^;-%gJN
zLBat|QW{ZT5~d<1Om#v0xx@dsA5np=sI_sw&s|RhA44w8AT>X_|ME0es=%5Zv;Ehw
z4Aepf!9k7C_t^9|Phpny!cvSBJe-X+z<iZI)`!`31wh$mE>&RDLoKZQtSyKn^jBlu
zuf`T__Qq`n#=ouk$+2V+M|zZIeAkH??JF<^&rXD0qMTfMd|*X`BCTDDT$hOSl&bf-
zRPQOF_U_d##7hF3o+Z+cNY;x#7e^lqo@@U7!t=$RrOJxL$m^{C0^aZVJa*~lAbosr
zrA-~ri+3&#OaFZ)p_p!4edpd#Mqd0jT^9=X8rhFnfiJ^4NRT2jkbNxNg}D6-zt{w5
zkwH>DH^9_(6YKPn0m>`eO&1_W!pf3t9x>ZsGE%C=(8;xuFb@2l{fg-KRl;ilnDe`A
z&zYoZxGn@|Zci|K#1wYG64rJS))@7nsN%t&CRcu3zx?&OGX58&Xb%u6vd=>>uM(F!
zbecbBpTys0xOO$6t9H+LBl)L#Zds_3<JO(p-+Zo43lD0CC(B0r%7|Z;M%utoy@nLb
zqbzjB8z&7B_%GlY%=-aNuUA;!&Mw1;2)=L4C8>VRh*@>#*t{rWLFajU)FrY5lg38X
z^j>lOiebQT_S}njVB5o%`fLI<$i74v<X(Dtp_h&ezCoZnMRbCX#p1xCZ73+vzW0QU
zEsKkuij<YRSdNr^Wq1PNyCJE%fv`+2wi53C_Wq)x=StOi9O8l1f#c^JQGe_iY}Ky4
z>f;gadQz!wQI*P_`C_&vzZ2GTv-XARR178R&l~40r{-x#z`xzRwtnPewLfkd^wVjp
zJoXun-lnctZ{o`z{71ihG&~xEKUFrY-?qAUtt;P)D}VW?dg0;xx9_#ia$g+k#-sk}
zaJ-LJu?pQ+8EmSn_eG3rW%|y>gpZXt|IBfakX3tH5UO$E%*?!<QkUC|L)?z@g)xH2
z6@9az&7Z6vemPY${pkw(;~LuInv8hlu)&n?%_R8or;6ROn)G1R7sD@?O+R1OU54H6
z-r?3)SYfzT67eB9n26Gw`)^J=uu6_CP3A3gESDG3ahNb-xq?#BK8}^QrML`@K$c;n
z6ExS(&2bY|U5<&YpJ7Nu@}xgbn|Q!Uc4;3%r${P?YkDTmi4cf%4Tvaf@EaWCc|8*q
zv_)b1<tue6b0|k*$^;$Te~}<R9Y~kP<?`?qjSc3oNf{De+s}s4&yG3Z7c_v4mL4yK
zbO9&eUf03dAPT~fw}>!;XbgNwnPcwq%Ad<~%U_r0e=IGSFD_ZG%$d2|%gOJNy~3jm
z1aWc|p88%=LJ^l9zY7#E+)cdi*26)<w7;!foX}6h;E#DKa^lKVnEwlh16?EJ4#RIK
zBnVFiXee)wF#;SMmb!2}6EuKAf8hf2^Q-}|cSWcDhfy-~gt<=X?I&36?~slf1Q0ZH
z!Mvp{q;9~O6--`%&+_5CG(U@}caJ*?4q%yzAyEu3j<GW+mbae}0a{P0K5BX7Y&Yip
zi@n<W_iB49mULE%C3#7Ano_kV)hU#dL;eCmA7$>XDGG6`omzw~%rnP7pqp7|(4;+I
z+$-_vjc5!GCK&=0i_H!E-P$~o!LB3e{Lhq~S|mo05s#=Il#JjFXMgb;#Mjm#RAKB>
z6%q}nyE~E^cD4`OZ%wWs^M6W2`EH-afLibI-ygj==1iF{)NR{N8I5_DXitfr{X1K`
zQV20>!3J)xYiMoB6H(gsDr}ZQ!@Zr|MEOUwHz@o)?HU-)sU-!sl2imLdZF{#Q}K}(
z8ty+b-&L2G<f(?QCHGmBnm$+bURZj^aS_9*K%3kd_w{v8b!DoX8(&Yq(#w?l?Ghz@
zZn>p5T=F!-l}`67r>nd7hVmtP6^!D%s(42%jVSlO5yqC|?nyiv9?xD>8e<Q+Y60Dq
zzs?dUdy{#xRdVy&lawnthoL`SVuKpj4$ewoBU^{9EmV4aOBy?EH#w*1Gt!}y+8*l$
z?Fl5}6m<|?Qj9oahg0TtXY*Qq|7@N^{B9-EQn#DF@LWQ!p3%u-!yqKue#F1%nD1lM
zszz$~&(eFLT0nSw`|V;!$DtOmh>wVTJ{zjs(mJ(WOLv^elVYVy?)X}3k!WWs0{R*P
zN+YVYd|F<8xzf>?$C`abV8Zqb_B2H^uRQBxqoti+WzbN(xd&bwyfB!(VUee3>O+i`
zf0P0HbVI`-Jq*g(`K$Q#HOU_1Z>BzjYSpS+I``+79r?@Yic}nK2f8|s9WM(0l$~x3
zKD%!*lsBAxG$R;&)S#tN*qd11DEDtV{Kwbhn%8^&20e?zsp6qq8uawEGVnBnHhpKJ
zvfRmRD}?|Buf}Vc!JSV~F%0Bw#$!kkJ*Y476Fd%~g}t~<N3OZGsf*(DnJcByWW!0E
z{Ems)E86N>%z^#Ws+*a<g{^+K<~g)H##MUctW|R`I84wLGg7az_Az9UwfUPPxb{SF
z;R(maE%-`fjJx*z2c)+BiOckVt(D8){jPlFKYN%>r~V6;b!BVzwta0&z`*mz@si?-
z)`;sYGyKgp(%-&3h(9Ward65c2;y1a7?*vKshU`DubQ0ksD4bjD4svWYL~a61W*Uc
zzTB3pwA7`g;))16v7U@UXl=>3&)paKhh##2*<&d2ubm`o097G!IQM8MHgQMD^l9_U
zlE`M0qwr^&dsnBn++v8KZEe?>VaK*YP7i{|XHO>B;}AEct5JL&z$Ppxees#g5@I+O
zOVXE*^wUTyaZ`B_ufR93F)aOAv$=C+pMBke^20Cu?!$8qfmey#$j)Q;!$M?*H*k_U
zA9QZ87xx@mhsK?SBRP!wraE$7zyL;bTt_@IX|c=2z>lq!)sIb9i4*StE@2zc9Izfm
zf;rLCNlsB0817<7);+T5hq14CRd#5<uxHO)2dt>&H^3maR3KjyiDriqVMBbkcu~m1
zQPvG%@s$u+(ZdiSQC2Yo`{N9rK=lGyoQPS`)NT>-WB3RA0P8D%%E8dDFE|*vLG%&A
zF8cbvc26>)xh=PH1n@{bAaNdTF5+qa(4Y57FrU=A;uFH#k<|Ai56cH0zVCC2mWm8M
zC%vTqbGZi;=W$7dOYhH*7maU@HQl|oHYFn}d}lh&#L`#+2-7QG4_OA5_OJ+Epqd?`
zqqTwcC-k=b5kJ&aZ{dM<KE2Q=B>3wXUgEYf8-v}djf|`<+W7sg+RH+j0AFvsb#)&;
zS=r(h*_ZF#C1}qyrOaJZF3t#+NaD_%{*f_#m@$172lv8&^{)>+U&<ygt&oc^n!&?4
z>7Q`?Oc$I=kB5SpOxlP{pu3pyQZx}&mY^g;k0*RkEi9yKVq%f7{hG@_pa%t-w6D|F
zh@y4Y=bqhQ`FH~gya|9_RbzIbX&B_pFsl;`M}Jp9E8hb7&ROCKNsMJlj7<rgdZV8w
z(!F*tTzyjSzZLo1>6#fdYI;@><#yw`J9_PaFfQd~F1sw2e?3hL&Qq!B`qvJ71h&p|
z=hi>8yVRh#P^A+^*r-;O0J{n-_A0Pk&`&A81hu4X>n1|Mpi9V!++2Sb+LRA8%`|~h
zI0dtjF}8c_W*u~vn#g0E;v;;x(v@WC*UxMWE~gRNfhgtTME6bJ%Q3rkMo7fn8~Kbc
zY3&3_^`ydi+6bY}_%6|FqQ#w}Z@P-1WEufbi3@alTlWf>c#g<EHgDY1CjYk5uVC9H
zX%})S#)afA%2vlf2^sT_w4g*i&0~taX%Cy=ENwXu@~%lAf^|H2p208gv4;!zgAKt~
z#ct1R@-^MiIYsP*K%s*LdvfWTyoWXjcd679-P8ZCOs?E%3>tm3pK}aZf~@K~!u}WD
zSnG5X+C4LG^>@YZZc;}b*_?r`3CkXn{2h1P)ZCSH8(80Ge?Pau(N7{yMsqxT&E>8j
z{5?$i<=CXVd0UPYak4JM2c=X?wRmly#cx!MlnB6quM6jjWxT^YF}(XEPPCH!iQ%1V
zZNWg9UwYELS7NExK#*WP7BN6jCz*4B-L)Ao!f(MqGd%zT=5|WuXk&pBp#KQKXcZTa
z<meaOpFv)r<rc{WMvl5rZ~=<0-&Mb*%j6C@_c%$~m4Uu3_7Re|Uf3xv3K=1+AJ}+f
zJ{ZFjz{VN;ggrElkL`Wc1kjmh>k&EeH?oc|Qr2#c%VSe;evV^#jc02<XK6WSr5d^j
z95}u;Ykq5*Hl)ryK>RVxMA=-Mv@5Sopg;nb5GICHI1L5u7+(3l9q5pFROK^Hf!trk
zrdK@G;euyUAXUe-<zEao;dMwt3#$%87HWbvhDf0mhFsrRE|zeFldgwv!+22=z*jd6
zjxoy)wRlpx05Lr$CU@hSFMu(FLs2trls0E)zA78%NmEn4?bx*Ps+`)4#O$KHgre#O
zkdg-=5yI~?^D$Z&6_L?4re@lCX$G-*7FmHW6;B1;gxCC+M*&z5Nm#%R*q3Nq?cSSC
zLZ=d8Z>gBt1p!M+p<-z2+O+QpM1$;_D*V#{=$4{IZCB*AFEN9FG_VcRp55c^$w#|W
zkK4lS(f5on){<<Ye796gH)W*$Ny*KZBL98@Kb5-!vT~38f7KpWxU#(@^*p73%*l)}
zsm<^LaQV0BS5@A<lmYt%piqW_ss;-W(LfeG8+I~!Z06!l^BH!{?9|1r27t*n_c1`m
zQc~~cy%<uim&QE^`aCh$;L^NK2$p4LavWrSF&H3dQoWHp=AB|*c8*=<U{N~g_0VVQ
z=N@tV?-&-Dpw2gJL$B~b+$D|ajokSBqZu(WY%x}}ONb@l=<vtn*3EX*Am@U>Dk5x>
z{#YfBRNqU1&^m3y7IZ-DI)sdN9rO0~Zverni-I=Mx#eJPt7B(H0KVP?#s0lpmL_+s
zhL*;qIhDLEg9NXf(>ynrBU|y<&(C!KTrbSAUQBjbd-zu%e{J^GMBw_|lkUY*yO9^`
zb$&a;Z;V4fIRP2YnXF|^<?@5+rr#FP&5bK+q{Q-uN98BiC9tbLEnmkX_MGewnh)0!
zH$NZc`2_!*uCuW9&)J6M3`}90rz7Tnu2l1!H!X<ApZ{!-I-?f$)^p_dy81x5&s50$
z#qPcJM<eAjD)|MG(ihHLT-#r+es`C$-mnp>l@av|Bxa;MW{a`;v*~2A01+p`BxFOb
zQG0&d;;wz(+@cDIZI(1PPSO1R_wQySTNeA9M%~KBiZ)r!^bDU{6?Dv<B<#;$mpjbX
z>W`+W&8?Bk;RR=9lhyaC@BJ(zZ5#zx4g}Qp1=QROt-0=BVOXL3`19pSAFrmN?j%=A
zMVAdfDbd9f_;+#d11(YKUW=xXAcie8kzgDcSdwMPb;fP##Xaa<fq}`|Dk!sFh_0-x
z^v!k<2o7aGq@j26x!@$5u5j&61zu0ZFYr7phfTSZjVFnYx%u%!DA*Xs7RT2uRIy2y
zfItSt<^gWc%UU-(QE+bHT_HT^73(eq(ucdy3a{c+MA&p#*+oJY+ON8{-!9Tw5h0Z5
zfVv4}1`t^-D(Z1~IJZBrSP75}^t)6M*jp87_<Dkw1vTi#@CWkmSs+b}OP<za;N)Cy
zQ8MyeDR@Ox9-FI}g6~9`fXrSbJi&<ICIM2_g+T<Af&uMfkt7K4M|8l5C^!i0szCwp
z$R6%M%iMco7g3r?#bf|NY1y%A$b3nF@L*TlDOZizE$CUzrG0tstgI71DuiiU{w}RN
zgVGOuO+)3o&v@%!>quWDVriSQe{Ey*!j%?xl!t}W(_YQDv%TiRjtnTgoD=%-Nc87-
z10_bRO)#SRmVCo6RnOtsy_B~MHq?h)=9+t{!v&bd+T!o2pV!~sysVLY+L3a+N!@;&
z@*F$jx_H$MJ8wtYT14pADJMtnrp+N@f=)$FQOV)T6z0nhWeEzUi_<Oo0&TN$*g8lO
zg;wbd)rFdSX{4cZ{p8w(0+wRLCro~M>ls4-On@5suYszWw`09#cmZJko(`}rLKi7D
zDRt&CVfG|yU~%`<_^S{6`WPrca~iwPr_Cb&0K90R^37LGaMOh0MD?lo<r{h3YJnF|
zU#Py=%dN}Jt$$`)_sq6l+obG;iL}68?&KfEO5q{5e9gr0mBH|_(xLpT?!%njsup~I
zZo0WVAMRE2V()n&Ic;JQW?QmbeUsx(!Noy^8_AIgqFW|>_{m+7z^txkpR>Y01{F7Z
z^LVq=n6Mno=CMWW80vRrb;xk>MCNU^gzwKS?$ydgr?p0hod`}|X*$-T+3rwRTA^?y
zY@D_}sYt|sa!v>ODABSVfADDq5G^xOVj99Z77p6^YlV7(rS-b7|9A2z&9t?3>)Hw|
z3A@@&*5zqKMaBG}9N*_h!s#@J&Y*Y?5||q<_&Hj}>Jxv$4s5fRI&Z?f<m{j^88ClG
zYL)!(Hnd$Ovh45vlLU*zHB*5y&B`sx*Y<C^;mWW(PN;N$Z<Idru*B(CzJo(<m_I~C
zqw}S(G!hBDaA7Uz@G!96pC?q*>34pJH#X#NWqbc+$hz^(tIp~_Lp~HYl2@uB%f5C(
zQLCQE(|dl~eXmDMBN$%pM}>`_)qYqPlZSo$X!_hfBF`@3`SVD7`+|@fP3*)myS;W3
z_IQ76DkpYpHs*Mr)m*+MnzFxnSzeT`P!35W+!CWd*l{E`n~uY3Z_}|wqKPn<Mm$@l
zDKv%``2z9sK=W_Rx8D=D?Qhvfoc+#XRvs3T)N=3(Fj&CXRJ2cgpTwZ=^G9d=h!8Cg
zFt-1bU#;M0y7U}~_vKV^^dBx?0bFB_=KBl!{<AY)TmKxf*sWiW*Z-)G2!{KG^=y(m
z_ZaO{ua*7!(&pR4^fO=T1#^!2KReG>souNRIQLg+eXORjf<6uO!_SXd*XTo-_q=&l
zCZ&6;_21Gl;<f3&4MeTS(_ei|6m%_}S#X5M;O8LCbm@Ncn6O-;5H5UMLH(as3<x|J
zThL{MeQYszjO$ArL;uiQp%01itE&U`LV6Z}$)Sp~-EuN1@w+9Nj-&y%TMnX+t4w4k
z3T01n$$f6F>s--EKZw`<ut$p=V5Ysz6I=F}4T@n#c8U=^ZSKO->2w5pL38u{=BES3
z8?tS#=&NG*t6j7|y6~&9Vo8NaumHUsosMMoQ!^%{2+_hdDanTJCR?vGs7caC$Fn;k
zZHiyR7ZN#x_eg%F$3hL@e1!Lhva?k##gM-BC%I=mLH^enZe!ngP9@Go8wq8GKA=>*
zQ5CKcW9v=yBMSYp5cy?M`AuYs@r^;vQ_kNnwamT$VhVrkkN&8Uk-2aGeC#S6AYK|6
zZJ?st@wlMmFpZG3BIT=aPB5)bauM>XWe>y8PVcgZF!c2aOD=>t8^mpgzkiV+wV?dl
zblNhj>CMF}O|pSrbYW=D&RXt^K^sQ@eii(PmS6ljFHIvHk-D-kH1t>X`O#9?e6__X
zO#l%nSVH`EP(gD?Fs8y?&Y=|vM9$8qi>EIIW~U+__`-^iObEeg+K4ERKW@1MR?eU;
zI<Ux>z|fFL%-!|W{cJ+bN|U9IO!&Kx$M?OD-+c^sp=F!R<QsdzHUkDRi3nQ2dE?%i
zJ}eW5Lru`*Vyr-QVLaf*VyxF5?~2E*p)2{<U1Mn@X+r4bGk&cGyDZZt2+`D7`Z_ua
z*1vyL)^Eu2Um?Ono22(iR-*A2NUxawdl8uFfrQ(i2!eUhG$4PTE=-x^RP8H~kU)3W
zFstj9!4W~hw;h6S>I6G|JDV<kG+jLPS0RU8<Wa59^cRfniDH3Fc}Psj3HRFjH73P?
zc5=Hw*^BCXgZYE<kMXPxOC=^RXq@0n(k$#CS`<cm2h%pfXQPaKG7nL@Y5?tpoS^Q@
zQ)y~pyfKBZ@^o}jSqU*rG98v``m6jeSo7namOklCd=_ZCqNtleF9%6OrqPHX^g02B
zA~8Xi4l@JZf<$2?Gab8vivm$p#a3l5R)Xx>AEYf=SjyJT^yL3Iy6UJVzdsCPuo1d}
zq#zq5APv&7(J7@Mozg8JlG_Lwp^{3sq6h*aCEXwh2-1QyN|!ifvfumtowL8*b9T;l
z&b{}&&*v#kr8y!FghB%^#7?7=nkC-D9Ujk2o+nlDW_|HTu(cVqf1ksM)(@0Y`gb%d
zsZcH7t(VmIJLLzFf?A37niZ>A9J?C|RxSR#xxyrPl%9X$#}LX`mYV-kKJ}w=kL*JY
z&3p^jZ+~tCsHJsWid7{Ngv~m*ze=cWb6oC`(2IIE)*f_fgP(}JVPUt_8ldg5lDqd4
z^_7G(QNh8D;in%0f*6N-zdC*$?)}PR4+V@Hz2mwuWKl)#isUHqL2rI9d^D2Z3Es>q
z{^~W7n++R{<bj{2Ia(B-rWKzu6p0Mdf;^<s<hW{LpsEZDI@+e<`K(;g7*<17cmQkJ
zFROK^gpGK-)p`gu7<3mtOBt<&M<Y8y(Yqk7rdTa;sD@CiMm!@vRuIY<kAp+)uXDuX
zRv`8Y<o3NN=%;{$PYHUThV<lxh84u_1${LSma_TjSo~|FXlui9_nN~>%fz(U>=5dk
zviO9Qzv3ZG<uX7;B|v2<K*jDzrQk?~Q=&k0VKKjffk+{VsabOJs-K(Z?qxU@OP*od
zsh*y(E3T>yI_fUctms4$-kJ~~mTsYz{Gn{xNDerVoJ^;g0u*V0xO`w)V6H6nXax2V
zav378t*PdIl?$v1<e~!_Avgah^d@ZfT=mY7k4pVHMJFr^V^OJggkfDpAVKQ)T@ngB
z;X3!F;bo=Qi%PevtG3_0+Ae*yU2oB+u0H3J`r!n`r!B2%?Gh^V;1cO0ERygAp-~?f
z$4q-Hwz^R;_N7=a3sqAmP$P*ur`SYneip|8r%^Y_k(X4|`I*WTTw5y$eCoIe<Rb_j
zBE=S<^RUf`=mKoO^yDb?ah!Nz9JGT;4uz+k*MrXK(<tgCaT8RpE<<$1C<PIk9w@$S
zGNw7CS@SE;<KZo#N}D%LVW|^V!5hDmhBjgIp1HxBus%EN32?mJZea89mbKz=u4MB9
z9mbePzm>U(2r?ZBHWdk)6bY89#72y3<5(J~<XNKz2M&7--Rjg>PHcUdTfPg2G+XZ<
z*W5a-`M%<qdElG9<D0tSS+MV&v+JI>?7-;dR<o#uc~|e-^y<vDuFrwImdY9pcE1%`
zAtWb~(rBJ3ZIUsa&NP!jc8N2xBqKncagiX=m}PPjq!)#c21@2uNS%V*oqUM|2r&I#
zMSx$WP{!hu1vU}AHI%VUWhJp0AIg#wGlUZ`DZrOpB16s8L(QBirSHC?Wd58~ImN8#
z`LlV46_R6BT^mUK`_#yy{ia_ap?J18&@xo^j6(nww%V0_a)(8%-mZN<;Gfpkm)uTN
zQ07w9<AbY6_#)FQ*uhJc%1;+He|_(NX?qWGu?=>C?F=Ji%$2-9k>CRO*SEMyB_~UZ
zh7T^W%aFlVcY$`|azwzF?7+<O#9Pm9bcFmo+-tk=Wn{J+8WtKFQ7TM(C?l~F<UMlq
zW>DQ)W^bX!cWi#D#a!e^v+x__xR@U=aXDjWKWk?bdk$FuDkBh;6E}p@_r9$8+$r^e
z6X7l{tRBTiStxIriK`Od=%!~Zs^7J1g|FxxVmgU2C;-V#6o5(CF9;4k4Gt(l_1>U4
znBN|IPJu#XiIc^X{R9<VePWaMBrlIDk0bW9xU<g@dJ1YyavAJN=v6j=`gN+EIG#)N
z4LJ@DJ&ObU>^crS(DgH{Ak;=&^N`}D1WP<M4AOul14m!uf=7QhS3`2DO?Nwh$)T}i
zIJ6v|b|Hy&A%S`hPh*t;wSv-S(HyZ;AF>^uY#$$a9{Y=}uI7w&y&V}PXQ>ya&1Iy0
zCnqJ;``==uj>=L=@|iclA~x?7sIV_X`URy}UmLh(DP=|-Gdi?-@LxHCL8H(_iW||0
z8WP1J>>9A8Re`n`vKz5Q9?SHK$rx-vL?VgeA+Ct>2P7xKAx|^L;38G0A9~M$A_Dy3
zkuLYSJTVJ`6f^kCD8eIB|7J;(M0o^LA456^QjPE<A>#81S$Nj)zd)bo_+LS<p4*g_
zKpz|)foZ`UFJjn8=<6+IQKMnA?mWT4H&7Va$}>D$mPEzATu(sqdDh^Kh9{}NjUMiu
z7Ird4-5&W1s{+!C$c8|@Y-%d9m;5JUI%CgE?Vc4EaD0bI2I;LyMG&${_WdZj5Wk`i
zUg#~V2O?alWKzer8}aL~^Ka2{LvAxDlcIL}rvm9M*PmRSek@z~<78lwLW4w>lcs1Z
z*j7!N01*{Gcibdt(Jknl?i0o^D+NOx09?yDgjiw>^Ppz=7*)Bi&!=@2^hw2t%8nHl
z|Jn8%f$^k*bC$EtLwm5Ek>Gafg|?>UkiCd;2t``;^`=MTi)jQ8_Hznt>ZEg6Q{d_q
z&PUGt_Vc_X$b$=Dp~F`Z%h{F>xC|-I9$j;r_&VZRR45xNIsDOMx6Tz<{lmk(BLm%^
z$3Ba8_IDXEBiJDbCAy^E(c$jTJtHGuZa?>0;uvkNliM0y&yh`!550-l5hg#gR0Bku
zT|`{qYk?U$ETZhO+YrsD38RZ?`h&YK*CeOlA&oXQ^8>dPX6ujv|K2K7H;V0g2rJIm
zV%E&=PhFJXp{Q<Y2j!7%!v0l@lg8sm5bY6vFN4WWpY|$srYLhZY4`l$y>xU~R!6On
z4ylQVB_Q_cHED9^@^XgaUp3^yK2q~GB@!;y&U3j!y@}w&?1Y1fJu|X^)@%Ro@rS@e
z&4J~UXR5L2k5T(R<Y1>|6K70F&%iUtfmOv48OhlC@5f{Fv9@<Gzn4Ka9ph0OHao8-
zefV_tidMM+Z!#8r+X-B9wtjgr@Muvv4|9T^uBRYFmDw%jnto7x+a$iy{frO@v|DMh
zxcDe$QV+4{xIJ_ti)#A7|8KhZ`-f{So?{4)W}tXvKeHf_-RPaZ{q&Cmud0jLDapg8
zYdx^%7vY@b#KYHhC!zXYe$FSQfBWNM*U`4YSDs(b4O`G5_UtTaM~;R4=m?{Nf}7A0
zm*cX8qs8TNSj;~}2OYMNLY$W@oeYHYM!-o};N4Tp5+i55KHM2!jn5$*-uOn^--(x{
z@UuTvjy!FB_v&5o^*qGBy;yr-?N6((xTN^w#78$dza+|~v^w4&smM1OrsaOI2eohT
zyO=LM${ls_ZmE^3KR$dmU8h}Oha$Z`-5yA^rZ5XZEq0s~?*ikUt%Wg;_bMqN!1V3g
z*)j!}K8^V&H%cJcWOkEay>)K6d6CUR$YOkaeZA$^X0!W-yyyCy*hpP|p;ze(FJ%-9
z0pdl*#f+l|Hz_mDRvgq!l5IMc|8vqAAUh_PN6GE%2Tm!H$+K_*P3OL_2ZfMcB@56A
zmJu7f0(m!yn=X&>hLeExqrW#QR)^~Ne%bv{Llp^kqSSDZvx{b=OICoZz+QH3;cCJx
zeC=CD_E$|8X!X5EA(n-(j|wafq0>KBD+|xr>{I3}?N0(PnaR}1uHr19=<A>=`W5(t
zK*7Nm++ZcJm3=HFu}YL+S?~wg1YTDsPcE5Rh$3Uow&>e&d?`#UG2(ZDCfRN-Z)y$@
zJ-tv$GkEA`v^XBkbz`3qzIv64OHVywpZk1iaXs8G9YHgQmIHry@&;;cO5a{7=|q{F
za9_KsD#6OW<%-rsj35wJfYG7xQ-^ARk#OEENH>X`P1S(}@jQX(Wdn79@eO4>V33y-
zTkP!jJi3+ZxyFywg(W52@#Lo<t&^A|_sb{q?jM|FzG0!4I5d($tzuQiyw_VG$?iUL
zUAyoj<r3i8t*)!w(v>niB`S&)5@Mf1wQY9Z$DS$c=3kh8IxAOEB5P*-1%tV&DCErq
zde5Y%UlbH5oL2rkJdx7IJ}T1dBD)J^j6LFjI4UUyFaH|)=K#jh<0IR&|D1Bn{U#W5
zy@61}@%hhTyN`hh!o~5Yv-P0e&z``4qC&z&&Uv{mi;-0#V$FQ~#qvV$<%JsLg<i9v
z@djYE+YF2V7Ae!3F4sWPaLc!f3MQ{onrMHB0p29cy^dHJ?mqC^4N9u(%LU|Y++G!>
z)AzV~fHpwnq0`1ceCF&qFkVKMJ0N#~wt!4CN1=*w#w4XeXkTXntI%-w{Y8pPF3(8K
zpuvBH@rts+?T>rXY_-yJ)Y754Q|Cid=Ykt^35^paVtv|qiL*6Ak6j{C{wVOXhd3)w
z_R&f+K48=UYs#n6f-goqQsN}olb^VI+%zJjAB~}Ykq9xD0AD9=P=sUTf06)qP#x9*
z^hfm0<UN5Ok)Kc=XnX`VmX;TZ_{mRkh8_@qS`eVnQ^rP@UKH*>z3x%BV)B-)Zfi7;
zV)_a`!ohXRbuC()mP<wTumrgEKDa>QvLFIvwB$gOD}?+&Z8wfg76o|Y$x)qpu7=qX
znE^CGQlJFYER-<;Xz~<*f`KxJ14+kZvW^+vmsF;~PQ5xC?m(D~^!4!Nv~L2e9h*jf
z?K3cc-^JN`iadMsbh%=X#7)A!D;obLd-I`q(6ZJynWJJhH`Mdm3WTg~|If$8OPr?C
z>>F}Lzf&5)hMJ$Lj0@v?4AndV{=4HmzGM9GyiuC%&GXH1kAwvkltSuqFZLa4E-Ixm
z_;QknxH-hn0HTSu6D{aQkpZ#?d>k6u>;83EBZl?K?dWJEn<{{KZoJo_ViT4Gk!!&p
zfSp*O62OiIJ6(ekAPQwqA5cyv@O(|zAm<v?f;;W}e4`<x^%~hbZ92yP((xvm-U}T|
z4}N;6CrPTwqk82aTuN_~$omnjk)+B05zGU?XEJRlj?9W2V-*FEuHXm{N-X9ucjQ3g
z{&>Fih^@hdt=+t)=Cn&{$-8GcEnm5f^hNx%l@UhQejxQbrXF3g=Tmflk7)>_^!al&
z`RM5R@3Vy8$B8FrdWV#u{b9|%AtBGW36StyW5s2Ju&i}1&t=!h<EqrlTgp`%R@e2V
znZcs>u4EZ)A{aMp7@?P{(<X+%B^yf%W~Pox2}mhts0FNJWT?&vN}6>v7ea^f)}`vz
zT-2bVkdVWr>Q^(fuUEQYpHm`mJ!1F#3BVmY0-a<QF?7yyj~F9)2xBC0p|vT2!;uMb
zhpD>nbHVk```e%2(`M#v3eCT}H7l@kNXsV3qe~qbAYp3)?SN0fm#qhftNP;z5SOda
z8eoSp5wUQn2O~~GlmwIobM>MePU7u15pr~JA~sFTfIJGmN=fK4z1L}FFmBG#12Zid
zm2`UlkO3NHoN;E7c69f}72{M|({yVE`=~ik91|_meGyZuQo}6N8?aYJ^m&h~_a*#w
zi@1%SV=tUo^SGtfH95h&GQqs{?W1V6PME^brh*{zCyy6lzs$qfrvI`=AyZ)jC*56-
z<4dVKVJ$WzAuU$>0gdx(j`ahRVb5QF@fFLpwUbe7t2|MzdiY&L%J$3M{5$D+2CFxc
zop$LO=eWV#-_(S9HJtOgEYNR6znUM}Rjz-~>C(D0s-df8Z)kHD&{ja>Fb?SeEZTHT
z)gV&T$pM(<F%IK!t#5^;gqT;NPNb-A67K-VVc=cNz{LQcIGmt6n526vG5s7O2-x|K
zuS?R*Kh*n6b4!cn*3HC<&0DmU-@fg!cr^cF{d+yTx+VY`a5B%?B<vhHSWxwq-*iHZ
ziSY#|_$0pM$w{BcOVLK#HY%d}z*F`cjlPeT+UG38-t8>yy+2m8WqM_s`O4NTMA2(M
zczS7vOj%&(jnK{;F|TT|ol2pDO3@vGjs?50@_(CqGX7CbbPX`R`mNFXO!;r+qK=nV
zcpCp8nrglNWD=uScXv<TdX!&dFznYrKo;WhhZMPLXO;FXfm4Y$hF>xZQ;*Od4*xzG
zJ<=M5&2fs#?~gX`1B1eiX2s2B`OQ!BTTNsnhx`pPVvOd8e9OG2M~{Shs?4cUU;JI!
z3@d)E5PMD$YwtZiX;I#S??!<|j8E@(5o0)xG1x;|elQBkvjqV~!I_b1Vk3md^hE50
zsQ7tjSMgZa`+;X=NxiQJx?YbBU1bDwMT$Q1Wb^N`z8B3$U7USLf2{9x6VgHsj1_BG
zz>?8q%eZ)2IP~sdU*};AH4FbLq6vptCZmN)MJ1z=JW$^vB$S*IKsZmu3-h5J`B}(8
z^Lyi38l8GsKh*GJ_poF5!Wryy?U(V^NxAy@>47SW@ig!|!j&IJgiQ@bR!_3xwj`-X
zvIk_nME{J;aZI|^8s>K?x%^df|0ZsjKP2u#^>5t+`APTgubX#@0asH1!xf%2ja?GD
z59I)My0s^8iF@$`i_n3BnScr&HPOzAr!P2<#eSv&lb3E3aGrI872qYvH`?cK@s#N6
z{TfL8a&obeiAwYkM8OKbq{)qgXM_OqQ8=FdIT!5d2a{s@Z*)Kb{UO8C^-J%fD^(ad
z;^7wJ_AF?%BN0PjBa$g5emCc1dP9!~n&7`{VO>GN6tM!NkC(ddtw=5Xk^O%=fD`%$
zu}8yunYvL`4MT||RIehQ{0NTsMG~Irl{j6}fFzu*pxUHJ-Z=U{LfbDho;^d<V}|||
z{uoYfgBTCc7n58saRw?xi4`LaRpKV1Uxh8oUby2E<VncZ)u}kLD5U1jWgqDEO|6;g
zD3`16V~V339`cJb5z*(km~P|6=bxtk_^Dhwlz}Zy9pNdCN)7gi=xE^XidL7+e)8yZ
zZ^9(MVcs2msh0%>p~t)p9+OS3qpSIfM%Zk#luX;K{JXI+*0I-mdAj?A62U9GNIMf>
zP7_~W6JJq!QA2vsM<${&5}Yytb~4l|GJ@nX9#PDKQLY~Cp^_;PT_|nUEM2p_;8eQu
z28O~FkR$)K4JJ-4lb!F#^VQkWpI(}j^^Hcrb-cB7bus<P<;%SoKSX3CiIEWRS7;Zx
zgE{djf?a6=poSDQT!riedzZZ?q-%M(b9pQ3KP=yKVU&Wwoi=okzL2>uf7!yx+EdwK
z*vWDL$`I%j=LYm+2Y*5U-PiqPfD>GE*<t~32~5R{J!0Z-bNTtn+Uv3B*HOXKZC+JT
zlg39M&i3m*TerE)AQqdy2d_D8NynmtY~&Y0H*8pb9$Ok~4|y<vOoG<C-cn=^gaE(F
zVS4JH$ICxASq}7CYoso1RClvme@@CT7`pf<r_zTii4Zly)`ya-+yb4&_Vg$T#jD@;
zKP71|_!WddBvGyVo=Tgw`BnX!os%11l$o8Bo?TETfV*G^$di)NHIKmI(ocU!b0B+W
z^;MbDRhjiwX7#qeuQ-q&5gliSwQZ}zKG~x}=>%C1?3Ch=$^XUrZig?DF84YILJD!w
zfLP@?8oPM$TM8gV=}R&Ghm%`lgJ#Y(q<<_rEk7}&D$<RgK#PN4K?i2(WYuw@^fg4p
z?2ji9<PmcIy^5B<n&n2*LvKi|z0GXCzpwT^6T`<Q=8sKW3E7o{X~bFf7SqqLjp@Sq
z1<MHH+|#6k&wddVty0F3EQI(!e|+29gU`SA-Mymy=lf!I6qm=&%J`Jx48fI3;byp1
z+2ic;&}`SRoCo38Hy*RDfBLoA<h~*2u`VY(Qkz@oT$<xkmF8Ua!b=J@#@vb&KU*$p
z9yal6Oh4mvyWzlj_6fO5PHES~&Y{r&>(}l)>6+P<Yf^TYCy%$W;M&Al;RMd3W6>#s
zPzET@5>Gq4D<)beMima}ULiN&9PFg%Qp%(KsKD+J+W%uUx$xY>{$x_cRdeZed8<K+
z($l0?1H<s#f+GnE4p1$;op}rEc~}P?B=4l+wE+mB)(z(<<`=OWZ3af+*?Hulxdp#f
z6)5ih2WU`mai&eI77|09tj-wI2R_E5spwPcajP;&X^L)1bDUY+aQ&3%Of66E)8KvC
znHVMCsz0ri?Qr&1Ur6|mxu16vEudsvAaN+*B>r%*Oh(o~W<6sD(?;g3z7<B+&}w+;
z$(dW|>sjbObl0b;Z}|Ay6x;x_SSDfP;7~Q-u5}kbogpHkn`_M=)7b0h`|QUz#(1zC
z_-YW)G%YUMc}Z2<1w#k0ry?mSC>>+(4fwPo>e@MuU=~o^EH)XLCS&%>`>if4JcY@!
z@Y+-gV(}wS!z*|Uyye=$AFQdunaiUaBReXlvynjuYik!_MjVgBwviw%Lqt@-CY1RW
zN=N~}62C(1sa0;%e)NZ9DGvBuy(sLB-lz|hU@c@PWr>d)6|3q;W-M8hjy6#}O3%yJ
zN#8I+-_S;11}cEJC_<*NX!M`;pZZ+!fXCNn79qt!swMxugL)mk-#=Zr$IcSX*itJa
z)5N?CL8_O`#H2X)H`JT4M!oq?qXK)kA0tk}zMdtms2pR+1ft>OD6%uOY4B{~c1`Bg
zijMTkJ5O$Nv$YyJi_0iNMdG2E%gVc9?wL$K+V}W5n{2pwW-AjHJiAs}p1MACsGjnz
zS@V#KC3T}|slHRsbH6J?wjEAh*sX{B)^1WfXyk3Cjf~z{zQ=NLvsuksYB_r!<<nUu
zKoaCONGLe^a*X;EV^~&*21@$WkT*djtT80-5pD<qMs>FQtkPXRBQuAcrn`z87D#*0
zfY(Oz6(W~DvKdIZsgGQ{P-1@MDx=earK3e6z@e0#Q{>SifLg3`UDe8lCJRDyhP)|2
za{#&lM6bgdU^d=)y9VAPfmxfQ$R1eGgDuFL6rx1H#}pF9GF#2t*&Gj6(2)?4;+JLk
zJzF*rQ~mXWctlb3k$zQQttSsDoJe8P%oqIk%2R1|+YFm2j?xC*eJhUt6ESPQlLJ60
zMhS(Tu+r^?j0!Q6^fGS>mvN#j3Cr+4Uc<ADxC|$jw`s~}lo|~N$YwSb65~%`=}c)*
ziO>9!gM8z|p#Q){sb&C<RabR<xEIU%AeGgnbZCB5fEEdM1k?8+)!hNHS8J~*93Ktk
z*Og4h39nOf>GnFpfhU;G!ya*Pw1G+r92%>h{HzCHWIj6Wq>NFV^Rb1q_Ukx+LE_Z0
zXym1%9Eh9|JZ)-K{OV)3{x2vO*oj)1T+J8`1r`<&AbGBx=5`;*-ye+89#OaXtgbq5
zW;SYOJ7jzROOM6ku+{K@?vI(_UcUsh&g&PQ@U2e&=X@r1`f$?n9%5(X#@erhbI5@P
z>Oc<Pi6+K4$Clb=wFSS)pJHYozGJ@0#oUQvt&;v`{g##(^OxZ_C64wU#kY(|v&_~E
zrteG}wv6j}OzU~TjJ}eB(hnfQm*Mx;DdM72(p4{EKVJ!NBDB(Av6QhfB^+AF!xp_`
zLoyT+03n)`1W4Kmplr!dW-&d2B@JvMKtUN4sg&S{QJw2CiG?z0&tH6Kyx9rU<J{Ks
zP0Fxg7KlEN$xn=~=Z>`>%=)aurib52NZ7{X-GScc!xNF^74waC;}x<noLTBq%YwKO
z)JQImvY#l!L!3jJqwAAH+HE53gUinT_c{z`7zeleD-Huh3Sf##NFY&kp^W+Mp%w|$
z^LW}hU8tf?f}Czr^I&4juznbbSR}kw&dpME3sH8n<3W4(2g*b+vBt{QqlzjEg(Nug
z2%dwoQOQ_D$(@f*2K7#N>es%IMU8hI#)z^-0j=uD;eO;ozxcqk_{=DDIUWRx^6v(M
zyf*AY-nDT~Unu#Ug)Z!$)Gq8eHx3N=zHHpPDweBc^v*jZiSGUhBg>=)f4Ur`)IB^F
ztzq#COW8|Rs_AvQB{pUDd+J`m-TNP`k$x52UP!TGKE77t3?oV+g3v|6b)&?cFL7){
z;AYerPk@+2T{R&$G*J~b;Q}T>1c*vB22Ib}iNfP`lJKALi9?Cpm#V;XYBnZad1=AW
zXv}!(-P^{-GUoSW%uMU=**dfs_vqdo819rC><-IM_losHuU1H(7q7&xb`iO@{uV?s
z4H$kaP+73CnFu=va-#QUs(BWhmZEmFF7k74ypmPiU)&bxm<;InSa<BJ{huBz+($aZ
zx;DpaUuG(!;a+Bgc}Bxh+hW*``A$9im%;Pmva{Xu&*_>j+RrmNm4X7tmfk5oda=G<
zU^FI|pAp0@bEflcI>xd1Le^)Vy|vi?%XT!=@WYqjP4Hiri}ME;k6lBX-9kTsh$(wl
zYgxbm$8xZrb+DPW<ypAnof|`d3<rfL@mfz>c$NCRfJWiPXK1A+7oAGl=5%OB5Hj1&
zK-=aCEGd;lAx&D=T0sDEE&y(%iB-lDM8KWrxa(2N;>*k9&Tf+~>JyI6Q?8V?Xw{eb
zOak~0-bh1@J4kXB2|X$f@2uz|R#gWY(10DQGocHgzL=GC!y4_MbsXRTj;8$}Zp=Z&
z{2KYVG7b)M6zcZl>Gl&D@#E`t;~Mn(JVs%1gR1rWCnXyzo4o5B9JI@;E-q#dTvPK0
zgr#5VdXFlt%mq@qe%Z*Ej}Pzne&!)X9_5gu<g;J)wvO%fNLis$zVF2CdEL7nY^rzN
z+4v`scXIIO@zlwu*KXpVBnV)ZyotQT`E~~>>;k#K_)g#sN~bgMsyx>aCdgVwq@_w0
z0NB$o1qEJ7l6U~<I!o3eKc4v%SX!}YV{!)fFAvtBk|3No^*RZC6Y+!#&Ui`gPQw6F
zjrz+<2;A0wJ~VctXZbo#*O-nwDgjdzk$B6J;sj=#d0n!Fb)N8b7cw=&v6*lL8{?Px
z<@fk~;4DGK<M2rP_Mq{7spc-p0za<ig7X25+YYzQz3|_W*BdW&eMdV%Jq;&6h{v)(
zPay_*1anWJObUDK9^^Mv(?5e@Cy597T&1l-F5*0%Sfe}JD1SU1Xo<zFFrNn6Jf%rw
z-HFn4Z0z4wFa5Md{2ciU6Uk=!l83I~vhf6lR)PQhf+DtSUCt?sw<?CbLA@X<&D-0P
zY6@AM;yUE`LiDcXcb2i=WaBL&c0S$iCyh0QK9gES&wG1cV!aUp+=TeIcubafyz8n`
zn8FL)bh+1tYX$O2m{BFJns3f)@U>-zt<}us&GdCZl*^Q|dM#s<g=z>29j2ifrluaI
zjfq{4qXY(ojD6sYUdjwUf*Ier8SmrFzNQS#xlGNu3{6WGormt9PqyFDWP9k$ZVy4^
ze#KS=jV9X#%ZY6tC**zJ(N^@TZr!ek_)`|O%+v{6v`4;J?WwCq00wXH>nnckS5H-s
zyBo#+0r^n?m~aCt(RF9QGaxFMeMHeA?B9XP??1o)bnGD>U$C7v`}rU4&2-8BKy~yJ
zdjcg%<1y#)`+j~1fUP}*+1uk3sKKklb!TEm){t;(s_+~LLiTsaREJ+x)Plv)c30b$
zSz}?wkH<D)8!J_5@v@06@9oKg?K=qg@p@X@mt*xTg-?W&UrP;aCtd{r4)hR~egEtg
z<AI@4ht$47RFH|`x1rrCeo3C^ui_DRt|+H5gb4!|nyus2_j|)lArWqieLOd0$CRsD
zkKX^fT<+-?d!EyA_Azp2k9hX+VxexpzCh*j`vpP$PtVNWo>6X23*uYjVzsYmwRdYs
z2l+koDGR$fJL{Rr`M)JCJAFK{XfzGgYb0k|<n-j9)n6C)$55@2zke;}UcwGk{!oC9
z=)G^_b?E)0kkOi*=j5*vPdf&PJuTIR=tz51JLOh9Of1X}wZH38<yT$xrX!^8SZio8
zZL(1;uQm8=d~Y(`w{Sk-LgQ@D`EBFX^6x5nR$+4gmcCY2q*MNOJNw9lh>EEC*_Xfi
zhe=jtW{JI0<iaNM;BH_3Oym30j65HefSQPq(T&rlH50CuX-XH70R7_+&w?eMg-GZH
zNgD)A8HG#@2Tct<oE~{NG5F9T!v}?0Fq9t9l3%crAFz_1d8FFDSOU7}Q^Z98z2;a*
z2nFb|+)s}n=uXYcBS*jVQkB<asJz2QGD5Kcl!J4S=A)?ENRJK|I9kswx^j$a4m(OY
zmk05K=+t+1G4rNFBv1UWOTb(;Rb0y>42;5Z^G+pIRy-oQdww>xaHZvTQHS)Tb87v^
zijWI~spH8ix)ze*s*3PV_0)3R)c7Moi>1Y%Wi4EciAqlm!^t&NUo;+h_@z&(=(v%^
z7uCSYnPa5^TBK7OG~i=n<qA__dU;<V8d*+J2OsTJv$2lx$M4KuU+q_Tp1VU2mB@>>
zFy;Kj!3C%Hs^Fes07mDrs(M{IbUwN?UYa!VYJsK#Zv;K`@2+mX<}Gto8ycJ-|CSa_
zDGWwmMM{EHZQb=@KKfUD^soBp)A$(C`RLR6+?fS|I7;NB0`Dqe;knlxuOlYV50rc3
zzu_2UaGbo}6$w8q*jkFY!))b&Y58sDkL^k-P22%%|JLuAd02Z&c6-)wZ$E61S@-c0
zCR4<-8c&WAHf;r~!X+2Zw(1eHbD?hzS5g<BBWG6$m;C(n|6#lsqogALW$G28Kd4)*
z=2<b6uI4}fT|*TPNbOJ@zz84jTZ2UlvJO%L(aLA}Y(9#T;zaZ&;yBGJ@S0WNTIv%4
zeAdkeU{y8b_9Qns?u~u|T1^YMj6P0bwaTq&zUh1Sjt%rPc>*ORk2T#0>YjEr&=5*<
z0?_TVpROANdJK*C6=*2fm1{h2>P<2MA~!80)N}tH4&dGo)vrKPVM1Q2^zTx*@6RBs
z-afOr%U1hIDZ(tYH|JpucDDT}YWKzGSpQ_S#>|8MsZCy$L8G@r`foq$ijEmHWw-uQ
zBToNYVZS>g`h#JaY2E3-$@RheSMRHYtGT(jg*t^k4~-7rW`X19lIbSh-B|^RJ%}s}
zArLSnBxhl;f&e4s1(jrxpmso6fl=5i!m%r(1qwb(r)(oquC=2%Uu4`wA=hYSv#tmD
zQ=B0?zdTn$fHja)(HbfaySSVP_$EvAN7^V~mFNhvI_Pw>umgvLn?hn+)@SiJ`Y5+z
zAL+aZU=*08&hV@UD|y|NS32+QHWLPiVQra<6QbY^3w#sqiC-Y9Iv<w%ne_J#T+V33
z`Q*(H;zx1xq@9=3#2KMj)ch!BZ{B$0#l$b|eJb9W#{-o<rZ*}B&Zy4U?wM^Ibu1so
zVQjA4G)^>eyBaE`^A33P7<a+Q)QGS{Sg#;%UX?U=`5)+@zGJEb`cG!9unv-7CSf_a
z@W^EPyPlVhP@DtVr6VIqRje-4YL-4)rx(yGv6gkG@~ZOk;JIj_33q}Ra^3mV(BGKh
z&WEr;dQdV_fEiu}s+tW0=JH<?su9*eZ&I41I0^Z|lM#eVMxsA<>jd#S!lQdp;IA|Q
zTA78abru@JJrc1qN{&W$0b<l1Vw!9r(xI}fBQs_vw@v;uOrHhI9G*!0w)eczG|J^(
zH=L$3=CaWGLMt3XPJ*xfy0J&z0JBSISJ919Ia=bB;1pf3;ozaZ?0V6Q^8P5k=-~O0
z>I61?dn$(c3oNU8wfc4JIYe_AVIx6W7Jd$gYRiLgo$C~U=qEV#+yeTzQ)-VMqzcd+
z@^E5IYbkgAxWTdYG6@YxVE`%WqbQ4_RaG3~TP>+)3~&Jvm&>c@j{6Q{W}Nt7SNKBw
zzgWEasbv3E)vW7kw;1Eb$i@SMGCq0|l4ga4J107N8;@Bw-FR?+)8Vd@o0)?qF-CaO
z#`3kiB!JtXz5cXNd1iBYbD2;;pJfQp8X2>*nW~sL%=p@d`1%&;1ahsLNUr6YdLEM^
zqJ$L_T-A}m_}@=CHcdM-d-3~zChXo_<Z}E*Qigej5IM0%OFeYaDf3EBMVFN)m)yBi
z(tfnKf7G}&>)Q_ZcQ{~Cl5If%xBSPoksyYVV1_TjX(PdRfse@Pgvf8HN;pXzjGATJ
zSYSW!7oYp}!0M-W!@`u)^V}(w5HM=@&j;mY=a9~ssE+D?D)twP?T_M?8Yu0in+wdd
z_nAH3Zw`sRrZ&7;dsS;;kB+A*xG~Gi=eD`MTa82WQUuD!EaZyIMI4Q5#Rn=H2CIoI
z44fku1K;91ff0EDH%W><9RcFVDd8B60k(^3G$sY0uIQH$y&D>QOuc0py%Hp(U<dph
zHMlb<$SNR^BXBEQ@SVjMdxz@cm5S0GH>XeC{W86a&f()}r@z@B`7DMh@x78mk)|&x
zGWiXs^Hu*l?LOMHPdwbv8=evpnR(w}(=q?>#A;`6$LE#o!v3PCSjS{k$H%H;UoRIA
zeHV|r8~INz8h7@8gc%3az29|>{Ppxn?hJdit&ecC4TfA&Y;*|~aJ&z28fSYQ=1n`M
zc9-WPm6L*k{Htrvy%!!Kl_JJor*!|`c~oha+2ItrKT))cCJAE-4eYB8{GJ<#{V{;e
z7=&yI%WiqgmUGDZN0AY_-gYk1XB>DILWnV?!7{6ek#z4nPE~ZJ!lyjKr`=zI1vg<_
zRPZR(FQ^gw1|2^4b^wE>9A%_GOi%SsWekiBG`crvs4=c((P@PTLLSHR3THB&L;CEH
zTac@fhY@7QxJ<M7OwHUlP1*#@^lY}*S<z&0r;J(4pf}(wur9~FR&dR=o>ya|H2=~4
z0<;v(=%QUZK#e&FtbT`)A#!32Jxhy(Y&^AC0)`CSom`ldB99_hLyAGY9)P>tM0(vQ
zMTMeUU5VfOBW#{1*@S)1o44UelAmR%t$SPh;g*EN@E7N_0x6@2Gn-V)K(O2BO0Gn%
zmqI73&Z69bfD70besCe~p&+unnta!T^)*t$umBG}q*z7V6qiKaDIs0EoxMLMXmR(K
z0Fk210bY`=YLxW*J|Ujk_yAZ;v6Q{z{wSvRXbmeQEmV>W-3f!{A;Yzo8~Zm9TA$D<
z@ly`#UhdzoJXwNXapM9eQHOy9;IxEkTy`(7;Tzba<R7&#Nk_xa06@U{C7tLGWkt~E
z@tla&Sd?e$&~A!2<G<;nrJIO7PdNfA=xl=ocCmRO*lN8r+2L`4^DKd3!qYiYa=;6E
zWvW9ZC?{759qj4PRitd;z^B`nK;J3D33fD*)I+4WZc5ZXeGYTFM6}Q>m!R9gv6qVH
z@s6V~fEu9(3M|D)UCQF-Fp>R)8y8*u_5?8uKM9MOe`3S<gcaq<f+r>aaQUt;e^2nn
zWvKxw8skvplBJ<9>%#rz8}&6;;`u;c0!H%dM2)1lzhU-gsmRxzyUpDO!X=fvtGhM~
zHcF=7BPLowA0pHqg1C>POK8-b61$!BN>*>JGI*w?o$&E(>L-Y0q#D0`X;Ufi_7(5j
zD&e<PyzgHLln9Ew5fm$W)mdGA%lkE#M>+q2ugZ@fc0vylY(3XM#57wcJ$E&?k^gRG
zNvv$!U90QI&G^{=2*yOh4tpl65rvq4gyZ4z8GDts^NAmj6<ToxqbGoO`;xAcVgvS>
zf+7p^6G1q9OZvypKpK}7ACF&&Zx^%w+a4Ku5qbFg&)71FjM$TYfC%rvpou+yRF)B+
zI@&@BR|pV*mf&vNCH!suw=>xwW@OcI+7N+bOpd>TnD<<gS;Clw9EASPFK3eF0#OJf
zKl#~jw_6_nG}j%g(r;@N>-o6ls{5y&Hvi>lgRQWqN_gx3Y4PW4;aE&l6teVz5fC9#
zegb&r{e^jmI#xedzKO)A$s!ECgF)cc$5!jWWSt#SCuDTs)ok_6I^egD`uTFt6F(!x
zcIBPFXS*wnThH5-F~mK~v8^R-1VTAt61N;5Umslc=N<e03slox^YE6+O>@h={6t8I
zkkvcH>Bo=lyZcepP>qnSzz=Zf*NdND>XzDHjxBYBo*yl;uY&-6Q6Val4XnyR73&ny
zP3(yuD_p`{f*si+?N!=uM3BM`7vDXvE@<70BvjUIII7<{`8V-tV#iEY@78;O-q^6&
z$Slbb8bH{{+h8`(JsY;a`C6_ghR9~_`UuVeeih@HOy}p-g<)YQ--i|X{0?j{j01Ke
z=f22>yjSk9J3fpsS*wlt^Jvq?;F$^sXKUc%L^Ar1hS&ltOP$YEDhb2CN27mrM?VRU
z&U+Z<{Cc*{c9m9YkA;ks;#{5MRi5SrnLG~#OeK3$Aqt-RAVSxj18n>Xm)QD=|F;>s
zVa6IrNyNw)v8khv8aN)mk$1slc)<W^>A(UNk3)VC*SY%;t(Drr_w!@Nlm}*53hqIV
zHQ-F?-0J!Ps)^^eXE^Z(Nx-xQl%GBeW#tT%mD_an|8|G;=G~<UOB;`9m@!tqQ;iI&
zS_6m1lht(fG(o>}Ip|R;<poJ8kq^ec>k8ogm+nhd!+QuTZ%a<BF$6ReS=}i3e+&||
z(+)m+byclM`sXS`uG3+(g=@UG(2IrAk5_4EYbSou5Y*t)fXbt(d6Z%oxepG1$t?!$
z2+su#HwcTsY)$B?jQ*+zfv$GXa?(LH)P?<_XdWaBw5)ghrg8U+{@5>9sB^EA8Itj(
ze9LO8m5?YCq<$+eUncKzSAW};S3E+eyaXw!W-X<*FwrwV**$-^TOqASA-!AmhOXnD
zt|L|*$;?fUhL&xD2M5v7q}i;dX7YC`9w#xea1f4+W;JT}FAWlrLJ2+uRLR$5?(zDx
z7J{I?o7>6b^Oc8?Ir`vcw5kSf`=oS-c9s1RuPmeM?fp@YrSzFk)kSN|qw(<}A&9vX
z!fboNnob)(9^_9S9*%v6Uhm=5P=Tv4|EKQ<=w$*IX~hoTi6q4DKI^VL%g+V_F^TXh
zz)|wwHdeQD^0HI&T7rYf|C?qHeqYL}t>RLyP`P4>{`M;E9D+us^$ZaK8T~!te}nEC
zY$qe&S_GI7KKGrR3#_^WcS*E24RC`qO9^LaFHzvAf$+vEr~F1nY{cNrbW-2#luWDO
ztssoxJa#4^7v{al^LgW1<ubriq8Ty!uXpf5aN*XZb4A_iyAKSvq^^CIT0P*^e#z^r
z_(?<<GyJ4UdRP`r04vOqgB*)ry)P}PL0hS*S{NrMQNW=ue%&R<ku8+yUb`u7n1zq6
zfmlWRlMUkFt-Knod3s}VS0+R|Psr&Iug4y!&h{u7-gNbKW#%-06m?Zpl~aX2O0_14
z%o(Dgg6AIlPf~T0kM9;W5<CJH0I{hY9-aU#g*AaOTNGfs8i`u&1;BgaYLu(l34@2L
z!k%j;Q=*EHN;RniYFW1(1xbOI<mInd_j%CI5(x4??{rU<)w1jLrtnQU{59@dE-a8Q
z(ImxOVf|aa{(p2)OnGSjZz2a%OeJ@A^B=nk{#N6IOUG}4Mj2N7_#F0gvZr;jPwr=7
z{I3=rC`LGXE9q}1@@BqeMw&}+k8t@>c?<#kJ&BowRzdiS{lLhPin1ixl1#V~>{RHx
zV6pw;(dY!$AZKp)2MMee;5A+MxE&+RWuS^=c4Al7x#^kFFrgnKPRYeIBwhv$(>0dM
zf54g#hT0%g=)ocru4(=p{r=j}=p^J<`j4yZ9(~aR6I513JpJ^*+P{f|<Lhs8d%363
zg58;(!XG#S{t_Yg*!$zr8s_6%BIVbpL`tt&(UdURs0p!Z=s(0ki<sz&D5xnNF1wP9
zy7l$?^>wEs+glf$TteE;IbUzv$;_*WQnk0cUJiSMW)wx|RzLAhc>R(&;QKmA>Vl0R
z8d_Qg!a{lfhVfrq^j<Up=fD(K_YgA?(J*W2+fWOwm85MDxAgOD>NgIFd%tP=MH83w
zjc7uMD|ueQeT*?q3(=%!eK<Nx>N2sTDtAc9LyYUE0jUXDki1mYOw7s~0ew~#qI(7J
zR+%ttg+-2}M!sP`a{s!|CH7cMoU|NsA{HT?i6nI!>Cf3)vt`AjZBsn4?<-K7h?<ia
z;LTKUJ#l|K(Km_FhWVD<m-{vMGaF4_)ZI&wNY9jfktUvkUSXN<R?CS7B@sfW9yevk
z&t=NZGR|7A&vmXla*noU@kqlG4lzh>allV9f~s)>-1u-{i~e`@B8vie4i`6`E&Cdg
zWe4lQp$2^Vok*R^>v@$)@|GW)XR#RZRmcg1G0IW2*GsV5P2`pXk0^cw!P`YtWz0qm
z>OQ`ub1tBJ@ph2PR324nqXDFh&3ILSz1}`?f9E@GvQVOkqRU1J<G<NAO*wp(QUATC
zbzS0SPVH-}!E+oKRkWUTFE1k1@s)P3-Ghbeo3m^sv$TolF?E7^?f!LSC-IR5(-&>t
zXBV@ahjpl*2mYNu96LICI8hh2?T-{AypLNe>y(A1zKfXJeo4=}v&QkX3*_|fsa;l_
zjD|y{tWA?CCJOtkV#~>8K$GT0#fN?x28D_4?UGhcAd#N9OVe8UP)S%)N!axJh#V+J
zGcTTLSG4c(TpvNMmmuE<Zt9~9?Tvff7yGy`j?f!N;EN^jae>q=jP)#ZtSl_FEHtz%
z?ip$r*xj=+F;KI#(KAzXZ7<v9*0sFjA#ZCL%0o#hrKw5l!n8n1o5$i6w*3o|ZCx4c
zPj_;rYf;PXHu;)DLc&c_@;xK-l5)_Szu(^e4cy8};v$ulHJ3F}2fc0j^)O&EGi}rB
zWlpudZ(DGE)v4A+Tkf7q<Ghe>W9AP}!H&6mk4jhe>mjf1d+yu3Zwr09Z>9ThWA({u
z(r>phWdQ}-;N8b_T``S+cAL$OjnncYMWyQnxK=Dq&tmB5!)5($*>tF2ratGn=u1-k
zoBS6s5zz_+KuoqRPAV-<DA`Ob=1(r>Nq*;$TI8tv&QZs80wO?QDb6^EhQsXEDly3b
zGJHGyM1wuu9oiudA>bZd)(in^OovOywt{{u+uu|3wD*P00X?jLJ9k#%W1%zx#7!5F
z1){0xp;7P}#@<aBvGr!__fAe$2LgGhO3erET^ySuEGaviSqit=buT@eS^z4-oW;;>
z4ECpIeM+Vf4Uga$;SQ>a1k;Rma$U#2b#RUmtUsOWVg!8<m&3LIm&X)r1o|+B3zAFE
zpDQ8jNZ#d<Xe!=h5TC$q43Q$|3{<s)wu-Z?N?lu*qF<I?U7Oz8m{{4ISYN%jr7;St
zNO9^Jp&5mx1#TvM$q`ZteAbyP-#ST8?0mKypKXv{KIW1qlN9xt?$eON1vVS<ME6=M
zYkX{)82Z5p1lVhq=yAg=HAQkBxWffmv@ji@*)meRk&U8TL$D5A!r)O|WJ|D9q}5Ns
zSE|&kv&5CL6(Ysl5UyZ-9j&RFybNqi!Zmhn<4|oPAT#EI_tNO9zvo@X6+B7h%yIr!
z;#j8M9aG1Mibt7TQYMd?DvK#SVtZ1?zgm9Db>allYcD#t|Bb=^lPWo<x`frh0@ji$
zEOA9U#jk~YBa<Jqbnrf>BsJ~HY~s&5{5HkTQAF|kl*N>&rKk~<0U@^>8ihT~3AlZH
z3(cPJ&$NI3TL-|R6snQfN^ha|Ze!nJzc;IDA+>B+c-o;;L(fM;gBH#Yt__hKp-+mt
z$DWM7?|5i;CDQY@#_792t;K2qZO>kb>qlwZDgOxcY4it|Wr41}m~+%6Log$;<vhOF
zr^uVm1c~HZHNBzys%xxh<vg}cq!MyNG3dMQqKihk(C>^440+POMOioK)r;E8#gJqK
zN$dH=ev`IaZ`bv$4I{rk5<d&sj~bK4mze$bBco&3&qLMx2gyI`ivto@I)XB+esuh~
zs@0sm26|S??ZY39aQ}%5En*Jie8j!?4aILjS{s|Yc5~!av5TX_gF>ZDufGO542*dL
z+#{bw6aOJP&sB5mb<B-53@r>)@2Qy>nCjY?n(2k%Dw97&=RGOOd;KBrSx)Pv8YNG#
zW_n+uYfhqT(#D;sS9h3ovqTwWt$AJFiR^h+uDjK_XXg6qU|m+3JKESBS)RKtwnQ|&
zI-W>x`0!^er@akx`p<dnkI`8BAN5^IITRW3(DQI|r_0C>_2*9{=VKJ%{90-Ru2l4|
z1PB1{yTro;r_1plr1ywy)ajMem~-_XFUKP7AwME7j`uHS+7B4PB_uXS@}s@T1KGoz
zpW#F%2H7R-r;hgh%j0b>$>_&l&wpDEye!|dFZ>w!%jd@9SweBuna|ygolhTFq+gBg
zmqL>ZTJDGGRiA!u{%#$%F|_z@Y~L=DCT`&+;)g)g<KH&gx+cTtYroyDn&r<1|Iyk1
z{qHSb%j)Q+pJMinfZLJ7T^T8nL+pQUQXLpVmzWT(LXK<g8RP0~)?>Q{pQ1h%(WHs#
z>Dx`ejNJAlJ6^e1DF0#a+!pb7?|jnFC>(-N{yRQ*Uh%fM{7h9l)MYY1yne>d%)Z4k
zc+YjC-r7ud|J(OyewB(aYpW%tFhWJkn&$nBy3vO68&yUMR)xX!$_M+8=O+JcdK|R8
z1h|?|O|T<f2_PSPKu*M-Hj~!K4q=E36->kho0Hg5+b-sUxOg%k##yiITjljmq*|=S
zBz#NncU9VUZXe9o-t(4-Z%0UN3$Z)>!mTi~FwFeXcBtjoqz{u~pGR9;L(Vo9>%{cO
z+HNV6KAo=SPNX%ydTF=RIv#!=v^7`yJ3izklPfd7=8f+k6x_1!CsyCBeAo9#yHr52
ztx5(cUi`Sm5yWugW7>_|clV?xc9~x-hz@?VP4Q_&jzy`G4>~&HDCAIYSmcC7gFsu5
ze-xZr@ojf-fpRN;p_1b?f}IR>h#H5Rawz0U{9RS^@|PAoTr}O=LCC=mPy?<MVZ-xl
zk|=5kw%CX-hH1exNJu5O{Rww;Xi+yObaUlROBcQDzaHfMHgzP6Ew9^+aaI1?%5=zB
zAss}lKQtN-=!=AJLpmr2!6i5If~mVk(m9`~Z^D*AD?ZWd&SBTry~6rucIk#d-K#d(
zjdL;~co)hB`hncm#wk2NaPU3r$B}k0Sh)9Ly#DYFu`2)8*6v@Q^<KVvXH#7r(9+Bt
z=Y-_JJN#&2|99X+bL&UzN2lTAi(+_E4GmR`SLyVW&ktk3+|J4ls%2arLPHg$u>2J3
zcfslP#VU`~BRK?`xKx@X9G$NTNR+Xez;jbrz(Y^~C_ad5ERPQ<!*MIz)!o*4N>*PU
z+vr$-Q@x$aG*I&Komd&Zco`>Y-gud^*l9k$w|BnV<ikxVwczk@dKMc_78~Y9azT|Q
zVMpgsCmqe>&5O6z6%#!bQr%vXJf3w8DuYx$@4h^H|Al-wIu;Tt_?yz>P8?fROP%7`
z#v}3`GF|3)AgRxEHjt5)Mw=#FP{D=(4k|koytNzg&|UkWD|(6IT>0W8>}*42Dfh(P
z=+U2o%J>#3#Qx{qTO&WeXD^wg%%>Jk6ug{x@iI1}5Kl>@kOq;fvOc)v;;G<@6l%b-
zj-q(urg^>JKZ{w0ji9iAN(KjgpU}q)2b>CL(Vdp8ooWsopg5;Wpf`g642uDZ#*%dz
ziu;G)HaFLNU-=A44HDCO_h@JS)85X?ZR|<0<ik6ZO=yiu!6X}N=6cR(@z15|pPgkg
z2jZ5DlHcehROl_*Wis1lGuyu42<DO4j_@X=zWG9FJv~rm^`UPd@>NWIV?z7lYTWBv
zG*%O<x1uA`c7-GA+-mM*-=?*(<TuPx2moQ>cir7zk53rBD$Uh1LOm^Tyrta3c<YV}
zFwYG5TQ($BZjdkKqcAyQSsAzqI`8cH+&|XE)jPyD@<phhAISx#>SI7F4kqdk>kSU-
zau4b0@GJoTE>=U65QmHCd;+uKfQCCb=MQvCz6|A@RT;@r4%|)#`rz+4X3>qpf{YQ!
z2o+Km85fJd*6Q<w!EN$a565w0U<zi&6ywF*yc@dFw@ltJzaLKZlEl#MsCGlaoM!Qx
zCvs+2?@ei}u&gES4~Rs6^#LDq=uxbc*IRxQL5tjr{EOH?;MJcL;7StP`|54<F8h8q
z$g?T22H@joUSLekI89n!E2L_9)7|S%FiRcd_<RP>C0|Hjk7-iYS)?ly?P=t}2p)I;
zym-b)?=8EHFuCM0L1O-`{0Px-28=a)6+6zSDJfxlMG}fyLNPxx`TV5L6M4?%JOAWE
zuYYbX8f`^p9`*gU2eJVolkr|`Kk9!bgtNr0aVz<_r<8wb;(kH?Gf8+oR_gLtKpdK1
z(j&bYtRc^LQ|J{#PFdCnmL3{*4(1)~W;Io6<IoL);#i9<u-rd4-Y}_)K{UVuIeH7f
z9;hz7iA#XeY3gWy)z_9V*7p=rHsv*j2kDTh!D&h}!Sr%q4?VG3mq8vi4t^IMZz|E~
z7iDm(0N#iGREFaz&|>X*9kB$y+SF&<M-Emgvs7R;eDw5JJeDlhLZ7FVDh8evN5-M{
zfT?QmmO@#kg^&&-nAZsjk1j$+|BQuF8q%L?UBVa&(k3|dKD<9+vXM6XeuX*A$~|mh
z=R7ovaA8gLzJ_*wnd4)hh(PzXV=+);__=oYxkh-HcVNiVv!JAtBb~z&{O?Ck&-@b~
z)<5@exDr?cx^zr`dafljd4;)u$KZ-N`?m0mZL3D0W6`IaA0WOFl)&S+gDpZssRRh+
zU`GmhDh_fF9mohBQX}u6Y-XJ}duWOT(#ar{Y;Y|kHaaC3M81tqm2`mVj6$PQLQG81
zre^*?FlWpF$mPR%Od?AkQT5uywR@5E_x=aFK}5d&v{1Z-KOr6Pd_d#_f**8M{d81)
zA^AdE*;`B5bFq@UhN3HiALO0p%h{{S+A7OfDN38mNt#HD8%m1mi3#h72x<ulXbA8v
z<l|A};Z){gSL9?<;9!+!XOU%Pl3|%A%{&icFQl;Z11d8^{sqiO5g2l;AmAUsECTok
zHiCa3!4DklYMe;(IoTF~fPdg%T?FD}Rp(^Y-~zEN=4R94X4BzeH{jzmhOt@!ZgU|X
zOL#b4l;1`S;0GZGNnr#($cVYgiF?XRdMir#D$4|@$Ofs&EuAmFe4)b1MT*$@L1`UI
zzEBR<R0+{i-K?z^s-qUBJ3j)!4-29U7H&6O6m6s)YpfAxs+nM>m1v=zY^jrCsheu4
zn`Wh(VXc>GqmN=QYz=^X$OZDj!MMQDWQUW<PG{3X7qeZi=6l>N_Ig_F_p(0VZF9ia
z?x3Ijp#X<NfsTiQ91jLL?GJR^6X3AR-+qUmU7n9kwwHB=r&XG}Ws<9Tg0pFigV9zS
z{V+@IO=gSN8LKZdSm>v%20kXX3*^m}Bn@Rnw8Z%r3UR3ka47MyDe$n$a<fQtGXnx4
z!ObGh%_`1A@DH5g{9NJ!JmP```M@VGNQhrTP(V^hKuSnZT1ZGnNJv&#SWZ|(UPMGu
zR7^!oTunl9fuyv$l(e>ttiGJQiGre~va*eunv=S^hmMZFvGGb9n-Evm?EwL4YuD}!
z4?CI=e<3IP#_ru^M-JB(ooYA-{tp+Li!U}6Uue8|zOfkV(uJnW7n`mWw_Lx}cJoTx
z?W^sj*V^xb9mKVk(yL9kFE`vOd2r)m&9w`)m(M*YK3jL;O#PXnx)Ud=j~prAzwdV8
z&TBb2#c8Q$65>xrZ$A<labU~lJsUUdT)R4N#q#VWff@e3X+EAQo^B}~t|=ZaDelfG
z?oO$0j-WI*hjcfG3^#{NH-{{Dha7i6AV3bF99O$6XPXR1t8@p86npb{8<XvphLHe2
zfcb-&?q(C6O-5Q94K;%e7H`nkSf{JLMrY9~tp&?9RF^DN4p39@RhIKokoJ(1bd`~C
zmJ)Li7qJx;vJrvg3jqs3J~OiUg8>&Opa_5~puh_X{J_Md!NjCKZyrcv-aJhvCV(Qw
z62KBe(q@4*07L<+V%KHk(8JP&GAp&fVgj=e?Cjt;0SE*^K>!GWSO~Jf8Up+uOt?8s
zdAZE^2yvV8A(`-Tfgs@m3EUna?LvUpke}CppGS|6M~9bNi<?V>i*q3-ry4slZ&6@j
zlVM_&oXadan@MQqJpLJTc&5+cnl_t#>MWKivzR8&oXa?U7Q?g|bW^9%PMJb8iEw)W
z@_}JUn0x^E0cjE)2*D2o|1cTz4^wC-PNkbT6{aN7OrxVEG?k8aDlN@qTAE2T6B%hH
zBGU#ia6tS6N$?T|Rbglqb>L4x-S~7^^gn<fhAbe!1p*sEz()wn2=rOP7lHyy&@zsW
zz@X+IFx$WgbI8oYBzjtEq51GG1%bfNq!VMi1n@vSv_4`w#6l3yuww)QKnRrXfj|hT
zUP7afY+(Tf42KL&so(nPyCW9<$xBqlB{|8HMxy`5mp>m^98qbfMj%kFn-HajMieOX
zhYGljgR1ers<FTFuMG^1`s|orbL4Iud)ui0BW{Kaohp>}2pzH_8C#@f#{AX*Cy++Q
z$8F}1*Zlwa{Bg(!f{4Im3;rThJAu40l&vBaMxJ$K-xc)Ls6Gy5Vhtl^QoS5|5C8Hh
z@lSpH=X-2KGo0!rKJHW(!tkR>UNhP}a+!2Mi4z8&8^|YNm|X_-IXQecQth!Zp_Gxk
zoqG9ytUTh-6DuL^gu~tfmV<<I;B6qE3D|pw5m2--O?Y5!L#rBE1MDvH7oqG5%A9|s
zKy`qIkCYK7*oZ?j>?Qd=Hgv!G^*N;T1ofX#=_gn8Py5#Xr3(!E?o{XbkLM3<(%<F(
zKz>q;=x6xxbm+g2GkQMm$Emw0sXt3}h~epoUWlQW@Gjav<AP-40cQWyeA15sy8RAa
zBmc-1LB76*e|FdvP4&Nq&;Q8@Jo;1_>i~^?$A<p%5h6Z|*GYX5{d#%W)(&mS$nJ5{
zErQZ(O(Hyp-_P-FeE6Mw)ZGAThNOGN7?;o3-+IJdXlNs;&&gjXllT0u?;PqS(T>8u
zN@!P*DlMb22VxGc(u}u@h_CY(r&K2-zUPyxzQeAsi4&nwFg74GRC_@~DhPfc$Oi;J
z4CfzUm}WABp(Flb;`Bcz%$_iDE-f7sJtOO+DeO~ba894a1$lyVn0V*0@UyTBa&U>@
zK_W>3At^LYBq}Q^DlaakBqgpQBQalIa*?8>rmD2wLOG+w3Z_~L7CMR++H&TaQsx@s
zmW#!$HN{<x<N|FMtoPK5T5grR*=tYg#tVni%dZ@1s3>{dQuey1zW+@ZK|bJo3dp>8
zh2e)cgP-0E0{qbb4)YHm2L}Or0My}AKMcwbKmolZ31S)sKEPrF1MddVM*x|4JBay*
zZ-YQS5PAy{7~ck7eII!7z5m6xPtU)7eEtoBHr_w^(%1XtZO@lCj|X2r`T}~@{pH2O
zFV8!_Jni`Mr2R{8TmQqxcda$A8!BEtD0>e4L*=a}<=4Ri0{Dl=cP{tbxrB84(&L-O
z-Pg}|UOCfRe6sP}k-DM-06*M2oO^R$>gB??^ZAjdvO<rfh3rdOUl_lpAa-?L%&NS&
zwfPAfcBX7Tkh|@~uH;L{ca)VJYr1=>r|#anuEsA<y1u`9^1bin_t!7Jzk2@d`Ll0N
zo_u@M)8F3J*VOW?rmm~3qWR{X2Ul-YmR!DHa;5U})v9YZYH!_XxO=y)vhq>=gQqQx
zz0LJKO?8i(>be^rfF8li)}|+&ZIFxc`UzxVJp1ta)yKX!pWgRD7RD!}zK`$wKD>MT
zzVFTZzSr;HzWUGy3qV-LtNy;1{e3UM|Do?$_sd6Zy=`@!_4nIq?zL9kX{o%`R(0!P
z)s4qhSDsWBKd(6V;@-(;rN^J#I@WvR$m6SryDuN?Dml=3aewFe{T=7_x1ZVHetKWi
ziNe}Lc@?|UZ|1}oCq*0$U!A|g6J=hwBHM>3JKZQ7?QJ%iF?L!B_S#7fTB#12=?<Ei
z4vVuL7UwxGE^yK;bcU!4tvxQ<yIpi3^J2HN?p`;8{T@b#yukK>1V0o7*?`FdSUnI3
z#Bnfx@G~QH!rvS~h*Kn)pYkVUcFND}q@U?YU(*vHACu$W#>c!sMn}QPfg%r72F~F)
zm^^qJ!xRL|9P>0h>S1`q-Qci0A|DX;;HrBN<U$s}4<sQR0?-H$U=kqUCBP=)xQF3!
z4<j&+APFKfNP_u<j37+|P=_<V<|O%9fcwN*e@j3e&H?HW2(rEqWDUU_z&R8zL6Aeq
zQhOwfIutLpM?z%>q~%D6d?3jQ@eeDUudZ~tw%YCb8h3<1tn<9R-uuo5-_l^edm97F
zLW0USExEsC8Dt_<gB3vJ>IYG4>$k0I*uK6oW<z64a8pb$OdDc0fa+slSbTjQMKSB^
zU=ApDLqqI_#<<|dc!Gl1)RMfpHDya%YFHZ>KBNKp5J6H}MEfYUrA4%*Mzp4egIchf
zQ^P?`ptK02^hi)+dSrcCL|tn5gOsq^l(3rQ(CXySs^l$|B!yO{gjJ@7Ri%Yjr$<z0
zMAl?%t;r-5Rg<~BCNsJwE4DT}zAiVRAup+^Af;tzT6<x7$L`Foy;%?UWq0q-0X-t?
z@%|h_J^OQe59B^MklVXIr*~g=&)%$_J(-VpXFT4O{%BWPcVSxh&eVrHQo29|$zA!$
zo%u<fd5N95i5<BK?YRkUIQgO_HxAUC6N{7`)07q6NSHrlMAZ}U1Nv&fKZFyiM=2OM
z{~{iOKgbpk2!R0pVK@R2y}p_(1VVry7i0VXWA7}$s@U4T{~ZIclg>?dmvkeDpmcY4
zOQ>`TB4u}>BG}zsfHVkV*Ream`0ll4b`i=s=Q-zjpZ9&P>wnF)_UzeHd(F&R>;BFE
zPHfD>UJ$wQ*K^|=3FX8!GAcW+kx*7#BTA4#sxdphDL1h>Z(bw#NFewD=~^~IAnJ1F
zK`xBCyyUt9NQbeoadCQMNk&siW@AZaeR2Aw;*67pX$NxWZ%<EJH7~j(A~4&}J;~WN
z!g{8kslKz0hLy6MzNCnX0FM;MRKba3dB(DGu(3>IWtqyxI&}=&v~gpnPZ-ZWY2x%r
zlcrCe#6Ed4$CN3Y)24DwpU%zB&db5U$H^(c#U;qiL*Yf_gSeoe6on!qEFvc=CND0j
zC@G^PEvF={pe&=Hgrx|!50bL75;D@Fk`lsVqJqLgd_X?%@o?~Pv2$@w<KUReK7Gpc
zsS~G8f}9s)#*bqiH--gzd92XV#&JCq!Xt#>hu;wVfXN3|wvnu3MxrM&gb^`^Fq&l)
zlQ3g|nkDpsBZyq1Krn=HM~_6wXMu=7Wum{y*v!DqRI<GX=KRbE1b%fLW+I{J?U0><
zp}QW#Z<sNyoZ8F4?WG~84BWb-w%?eVthiN%0^*GH1$9XrxF`B4)L1!+!ZYeuK7>C%
zDC&m#@6s^l6aN|w06-t<J4OwilgHJsH9q9oU|0jJ?N^7!*k`9#r$J8?UKM#N7<Y!;
zPuMQ)K!z;P`}l~37(#f311cwTt)L%1<MC3v70mq$vi{SCHK-jH@>)O(6MqD4iua%J
z<7Hqr=sS=05b+N%2k$4d=L3y}pq-gPx;cNMwhZ+X#vaPg%R{Z9-~2&Wg0C;;0~t^m
z5Wj?kx~S;xK`uZ`>+_2Ob$R$9UXp$-FkTl#8D|J0?w{m<15@>*{gw2>Sd9v*%Etf#
zp}qtt2sX765ZFOr(Lo5RJ46wS3W(|yfzXH|1|blF1*woO<$}?q@<$^IBA-PCOF5qv
zqy)-iQyfG9MPLd7gAl+%C}gvcf_xcR$Rh&TL?9uX2%1v_4UnLr5x5|m#wwQ%yacN}
zXd#=zLRN(Zq~sT{$}eC6L2?b0Un3P$5Ez7zP9BYvGzvtp5CjMz6+c=kfkiqV#EKNh
zDjmxz6~ihO%}Uro00<!&LDP8gKz2z#ij0q}g13f}hpw6@WDl5a;O}4-<Y5&WXd52k
z7#{B$k>UybLujUNXtrN)u3uoDpMSoucb>0TzMp4-zgJ;^XMvwvp08_;w{w<<V}_f3
znv3lMr#Y$i)=9Rr5^XHvW|>Bt8%CJug&Asx=xGM)s0V5z{=rvM#alz!Q(f6ZO$me%
z2t{{QEIh{pz9NM{2sdCJ5d0vI1qcK|K`6Q*3PK6<56T`0cu?^~zynoUs(?KZ^3qcC
z)=~G-)$rBR^wXaK@;8{_Z#aW6e+V+x4mQyaG1U$+(+)N7Cj>tr{sAKpfu=M3O*DOt
zG`tM}eo%4KQFhT%a@16?SC^lwB4@26GfQ5|LRP{|O3Xw;#7In7UsOm}L{LjuKvRfc
zU5HOjfLE2DN12aXiHA#xn-gOXh<s4wM&tvAA87moH@H9m0-?^sOLczW*XHNffp^IT
zu>|;le*pMFkDnW)&(CcjzzzI^F@@Jen9od@-$FzHl3!Q@{2)%Tl@zv@5^<6dbHVU~
zhoY31l8g_6ALJ1HprIHtLn&NKIZ{U@T30nzPc2SgJ;6YIo}mVYA2jEi%vflu1@J>A
zf**8pEOhfQ{7{JDhhiI}k~zkuwx(rvX65$gl@2qP0`}l!xx$&m9#*?rt#O;Z*4=uY
zhs}D=IUBs@Z1l$DgRk9IfBULH$L&E*J3<ioP#xx09pSz+(qm_oM|G6vjwsJ<ksezj
zJT`^9tq*lw6XLQe$a#67Q>DK{xvyP`*W5+!v-6xSvmDG9*qJ5T7)4m<1(;}g7^pjH
zDa}!nu}}~<lBVcO2xy7&X$bSE3UMn5aw!OM$q8`D3UbQ`@ybxZ|3OezR7g%tSWa97
zJRfAmMP<Z9WU=JLL_rGTVv6EoN)qBK65^^75^9nX8d8!oq@{IaW%cCcj1&~im6WVh
zfw<6c($aF%)$=hn3AVJ1nroZv=9cB}zc?ytWopXSyxcuyr6<;`zOZ$3ea+6+{lGsQ
zxN-ClsPo7{P{)x29Y;Y2JC7agJbtL_<dN>vM{k}z-gEv$&xI2=&mRZfID53?^x@W%
z2b+)YZ#lBJ_2BNd{kz(B*R<@|c74m{%j?#hS-$kxl9K&}`L$UYI~LC0l9IGBF@9|<
zk?kUQX>dSAfDe!lrQYsKyxf*}x-Ri_0hM~XlzF+7d%IM6yDar_UFL)M2ha*1mlfVF
z%e|bJc{*0QJ5;#Y0sOGUdCnq7>pZ(zS%`m_N$?NztxQs887Em7&6{aRzz<;l5DDfF
zy6VANssS3xU@+o?`3HC4ALOK*WF#G=B<v)`=8B8hhzidZ7Mdj_U?ISd;Rjw*Fn{3T
zHs%KB2QCCZaB}K%aOh8GH()3E2U9LCQ!Z{&oZP0I+$LDY9Nb8pJSLnxrd+&c+<ay{
z{N_9YGkFC;P%!7_r;CAwn8^znH-LhG)EjgP!U|=?K!S`I7=93%D*{#z6p)Q5#TsJ|
zVDd0aSjbWstR94B3JaMF3z<=bOejJ|Kt2cw>I(|$2ncBM@k0t5Wo}*tE?!v<ZmH>9
z;!`<ACUXc)Vi%Y=op-`C?r~E&5d1KC8r!7FEE6Y=o-kq5gmELsjU735%*e6G>S2Ho
z`M{)cEF;H_MgsnUS)<0YFo@tE5CSo33}`fnAPO)7F?tjr5J=RaOI#qp1{%Zg(*mOx
z1X{_!g)ssF8|^PdVgTMSmX!sG4T~t#r-+5X`~yZH5PCs|9dTjcw#Ws@pf>%Ws4+W4
zXrLGYI!ss_+Id0@EChVTghP-_2tkHWr~Q^0#z)%D3=A~?Yr-P5u;U*q3_iS1i=Hs{
zRR<~4+VBGl%wd|Lj*+&Zp$g;=X~9{-nV)z+opDM{m4e@4Cn^9vgi7NXFu*X3V8Ks=
z2(-2JD?n#?sH6A?<};q*pKp$F$)U<bjC-hW`_CWv@BgiHaEI~d$H??8t^4`Q0_sl@
zkxJ(40v!%Y(8D?kGLj=UfF=?W7_uso86}9To@uYh4KYNKetF3-UIk1Qp5QU)tD<d)
z@t>m2L<Is}AOQyaL)yyW7#R+b1R?O|X!ouGYamV<bqC-U^vh%U*#gWbpE^E3yZ<m9
z2tJJi=Je}95AP#cJs3wYa2bso47rBEhl3agWd7DNec)xtJsfoB$)Nz$wI7XqZvUdF
zBap-^W5f#=gG{Ld5%jSL+MvYn3XG$a^h3Z$L49Qdzo{{BfC9~d0S)>?fs6(Jt#>MX
z-@p%@zj#Ib?B@e2|6hF!(Jr*nzkx9_79DaxWFYIH8o|ms0*2Gka1&IjpA8lb{_oJP
zHTva7{>A7DqK;(|1spL);quWm!Cea*2%!5IDSW>|Hxu#{;R_s($-{s=U0@4_KK6S$
zkoRYNFQTpxtr=~F@GGNjg;uGU2StZ@;SaCoGu3wTC&a#?XA>dXfe%`sErx48{VWZ-
z@K0xw4>iIss9&3$0IhK=8pwzK0?HbMyygJ6CaBI)EYJaA8I45zn+Sdw#YSk%C^kZv
ze_)yL+o(yujhr@OH2Y{a4%V@pY~#7cOyC?lkz?#c&he8tCr;s>JdKZ?ONg6SgkMlh
zh$1N>Dk&-|EhZ`>AtEO!q984*A}6MyD6Xp}Wvne{VW2qMNXgbz+15m1u91wbp_GHM
zl(VUHz+AONZ{xh^xhpb!wv{Iy-Bwb6a(hqHsRuXfUp(x1|Kd*H`^N<N@Z$^c39r6>
z2HS^MeV^X|{LuI1UEi1Yy}ciLdq0A}=i&3`51&4Lzz78TNX&;!4Ok!gdf(%pzz^Si
z{qp8p@0;(vkof}i_Iux(Z?N(&FTeJ_{01NdVj*6A|NQdX$LC+)Kka+>d*7SKy{{kj
zzIxR6@?qbL`+d*u_5FUQ@5$}HM?IhJcE0IudeK(*yangK0REx=++)N)oP2Qc`27pV
z?wvbw_spT&C-)QNL+ie(>$^79Rj<3eZN<6GWhd7a9$uBTf7$$+^5m_H<JT2NugHy9
zniF1@9bQ=wyK+g&`sG<Wx0W5<x8cg^-5m|5A9i1V^`NWw`2%G8@cQ|W*Drs(c=7$&
z^Y4#;|9<~b-|hP!I(uF=wLiStaP!>7w&SN7j~u&p;85M+BaJ6cwwycLdFAr$#)dmh
z4YwQXZ#7=K-FOwIpq|FMo~F9nE!Xd~HQ&F{{`gk+(|dPbJbL)%+3#;(Jb(A<#rxN<
z-o1YL_SMVRFP^`6_WQHnA3uBg`1#Yvubw}7^AeI}Jp1(SMem1~eeYlNzI*oN^^^C{
z?!A80^ZZ`t(_5{NyPF<&U4Pnn^=ZqwrwzxRUf%cn*&Po~Y`uMWL)X65ZMDmrcT`@l
zDy!eT<l4rPtLqnEUR!i=b>W$1xyQ>g4i%;D$xWzEk6IV!TNYrS?`o0fVxH>+<bz4R
zlX0Pwaj~<>5*L6UOqaTuu5dS7?P0#obLK`bi!DBYI?UP*w1eO5?I2$)KkFU-Hai37
z)&|?{h6EOn(jtP!KiKXLo>LnHi7>2d0w6VpRZZaR+Q8Ynf<V^0k!B+WBJBzQuwhoM
z|EwB6%bkd1zy=Op*uVkXI8+l;Ko@*0cKTX^szDfg*a6ss_ss2Hgb@6&4FvoH0YcDN
z2v{4y58w^~Yw)oIY61Zjn5NhhXuUVk2J&d^3kD&72}r9!3TN4XbQ_1l91e#eCx;{9
zPDjAZA;S464QZfyIGluh7O@_u;=suPnK_)ng7V22j}y@da)83gSO&pIs!qjtBK`sW
z#QSW#&$$HO^ND^J68$eG23(pKcqJ+5YI5+k)X@6*;SCET8q=eiGNN0uVq3H0+H(^+
z@)A1o6Fc$&hd^q_YRd<k2(So9Y|SHu=gb2%0vL(TqSPD3^Sep_fk^8q%eYmJ3?Hzv
zZ&zdk{LoX8d6Q6O=FQ5in-!$GE3!acgetSUKudGFmgROY&+A^1e{*F)_lkn975QDu
z^KW2vF3am!me;;4uMMkpX<iFf^Rm3=rG#>umts}I6u!-GS(e|rte|aqVf*sJjuneK
zR~B`xD(+shxMyw2t#wOouP?p5q3q6vvb!70LHDrkZ!CYXvHantibtC&A8o97xS{;v
z`mzV>OCPLTa(`{fy)}#PtzLY0b@AO*pdzG|blq85bZh0Jn=1;tRutS=QP2s@!}5H<
z9y&lv^V%Wp1tuTbfP5g}hw@CIJAi*^$7(ChXe~)=S-h}i@q(6O5a9xm(zFPa+*F7~
zk`MD}2n4k-uepFxiOu<mO-Kn%c?kp#aXlygdQMyeB*@5$tIvw9&y1~OQe0goR#sdc
zC_A21PC|W7Vgp!A<R>>4q%;+#f*K1`uNS0TEl53=n{q5GX>VFWRdUR_*wD%_zal@k
zOjkPyg+y2ydmGHKQ&TXL5t~8bmE)Q!K5e4Vq;b3x#&Ay@$2D<0&y<OL>{I!<*af&b
z1$nrI_<2PH`9&#0;vy7DQOIo}iX|c?A|fR$EG-P44?sS^&@{Z72k?V5@DGZTvLFRX
zS$PQ=IWcJ&QAsIb2?>grD9Uyrh*Dhu`7oUmVGon1O`SA#%ET#?!S-R?#BpHzz%mBB
zl~8*L1qZ2NKI+TPFo){=fXIh2qeww}9-^!GHFJ1!BLo60WRV>Nv~zH16$Py6?I@zr
zg=zWUSfRg3yoCe<3(#O7S`N_0Ky5SJR>Z+>9KfZ8Ye%AOjrwf_1g23`m$sjOq`=r;
z7_>a-YKbKW{fcqspdBk>CRz-)RB>C2Jj3WK6xv4biPLN`m|qenBK2_K^fqw6t&lq~
zRNE4toPIy~BOjSNzxZ!uh_jP@OvaNyD-XRD;&6U;P}JW-ouPJP`?bcQ%P_2+VO)$r
z0)9Cqe)5yW$aVg_64Ljab_jzM$eswjhlP3>_>k$xOAnC~7X@R5L9z8gdQVhx10xUv
zP88!gfim?B|1AaP`ZLI`GAuB3C1>18S_NY&5cPjRZD(5MkK8DR@k2DQFsOdn)y4l~
zzrS_VSj|eTim{piLX?luC<6*&3{VglgkU8p2;>OCLWqVv(B>e&h+?XWSXGNyKqLY|
z1tF9RSx6PIs4$E0h)^nEqe-!VjjnuF#XKxz5Yb->xoo6zSmi<4$SFb&lsS}G<p7h&
zWRuTiQ^;UbNM}<_V^ds+r)jK+g;>ZUk0l2b1hR=h#t|}*M1!tT(kUbbA&DFzAVCI;
zbRw$^p#(M=Dg_~pC<qp*D5@e^q$0;l1OfjbB;ze3=c%sfuB+x@rtM>66yR(T>}?Yk
z;t&z#5}DwR_=knwAsIfwS-yeUzW%wsJ^(-DLBb1Pk32v3JU`c5UzZ#o=WK7MOi#xQ
zcl(8|w)36lq}b1%H`g-3+B|laNz_ck2vglKBdrj9jbL5%Kpi!IEmhwch=1@x2n6CE
zJk%5!qy#fP;VUc;gf}R;sVM^U;G!ajg((PCd6?s-rr-v94=aI%5&WRyrKRen4OS0>
z2>1tIJq<eiU;yv~QXq1E&<-}$2{G3Rov8~7vp@=+2_IpmHaI^ZnQI4`YX@Nd!N*A5
zQ(x6xSJ_2d5yKC1b5&)nm87i{BrRmc&80<6B!!K{C<dZ}dLjba!U8jd`86o~Y7{<I
zL0&*WmHBy;co71j$b-lSEDS&Ja4GYEI|TNB02c^uZdD#`bsioKUS5>;f`lIg^n^hC
zdV+kA`2xWYd|X(Zz&{uX@gVp?gny=(z$`Jr*(mdckgWv8UQ*amTGUxq+*Mw}T>;<+
zX&+@71V5<B2WcpTXex%yP>Rr2j?z(y(N&GpQ%%rUOEgeVGSo;h(wuLsxzKb*x|vp{
zxpp=QKj;?B(pzMuUo_ibv9)2z9HY{?#^rXV74~LJ9n6<G%>?pcmCGywdsyQ>d#wi|
z9|-JWlh54EzTo*_yVc*WD!^e|kmL4X=ju?Gonfv!Biw2t-D{#eYN9=BW4vl&y?4fX
zSI2s9kMZ6b?YSw^V?((6x-hrZA+9TeU6utpRron9@wP4Uu*r9|%5t_$wKI#IZ3us&
z4`jj6Rk7EQo2?{aCL?SlDX1&PKZCG<5ad!6;F9C#k`>^V5d{8$ANU73QHq?Hh`hKc
zxIM^<iOGnHfMl`cL`4+DL>0wEmBqzW#Kly_#ni;bG$h5fq$PD_r3~a{OcdoTl$C7M
zR2^n$y6Nb68yEzdn@3t(CpbE$f%!v7aCv;(y0nEm3JVTYmY-g~_HxyhhFahs_H-QF
zcjL$bQ0L+O9f$UH90u)0(<A#jkL<s3>_FFvL)|A2-#mS|=kyVncAq|c<K)4PWBXc<
z>}fu<t9gG-%bp!AHQQRYZ)x1L{@U7A=a-frUtDw`FS|B<!M5bYO$o8<V<J~agsuz?
zS{4l1E_}=Vyvn@YOTAo6Je*71off-0E_QP$ad%we;aKYFRPN<m;q6@M0|*3F-p)(C
zoGLvXD?A*^-0VtS5&Tf>Y*XkkJJ-$<l3%3HnVB}ne1WxDs+CEyrSUuq!vu4KILLfq
ztP^FZ6|Scd0_G1hRQxrReAN`ZRpdOCWZe~IT;-*mWF;M>G5;VYVl6_kq6mTc!%TiY
zGd^BZUJO6*a2wJ12M$hsb`HJi(-Hr`fyf6lBpxK-96%gACP>`I>{uK;#vHsRoP4HS
z{ASz&<~%|(vCO#z%}5Erd^2wN7Q_c4d?7FeK|>(OTo?d9SW^V&2m|~;K_d7E5#S#v
zRw5LDAAo!?rvUaK2yPF6Js1cA_8_1uAOPfpmVlrJzkmuazXCUOd3dEcc_i6+#HMiz
zPvsJt%*j8IooB*yu5r^i#!j6+X3A8y$&*<pPZ~XG!l;SkM@}3&a>AIA<Jm@zLp~2=
z(g!FEE=)CmvBPjQ7T^a4VFZEzA^K0*2ycgfY>M~?z#dq~F^Ud9U@iigKQL%G`$i)T
zhAa#KC;Cwwh<{+f9>CpV#BWqF%x7F?IAz@RBS)$k#-jhP&cOlDU&d~TKq}c^rbT8E
zIl~|vuBApLpmUAJ_HoA(1tw4*pNNbwPjU1F!r24Fyx5?>9egIyou@@x{__iD6q_1e
z`JYm0QOzMclE17!IM9#ZLt%Iug-C@%hQ08cDJUpL_CV2^(Sb7@HL8BN?y-#~NiD={
zK^X&DKdXu~E&{+Us-*_wKL3$3j7N=VD;!uL*f8eHioSj-14eEg=Yk<A2>cT`-odXj
z+Qr3yKp;E@vlIBFG5!}gP>U`EB*r8CPbj1JH3s%oQTKM}u>#a_{@Y{dv;gbC0vcQU
z$?gsH6}`Xz7s&_W=a_$>jhezMV}lA25mW?%YAi`}nEaayXfT9~Wiwvd|Jmig=PDyl
z6b*j(jfDk-@dj34z?j8gR>sCQf{j2R2>xN<rS!`=_*$c1ZusJ&!Ve73WrBP_`4L!X
zB8K$IOlqhxfbLiLHcs4#(ESQO2=EJuv_}9gz;HA<bWeW}5VZx)FbO}9kAQx6d)(?^
zYH$3rcLS#9)bJ}aZX+?AtAS6GpUoi**_ft?tj5BiHQUHhtaOcJ89~zsmfsNnFdC*X
zb0iqh0f0@y4`fRW{jF5&fzCgSWF0>O_=nMxej7b)BrE&qu^g=9IM~LsvrU-BI(`c4
zxG8Mor;MF2ZNg-ZsndBmxdnLnD1w5b!W2;vcpH`?E+!-?E+{1-ASWZFEKixCB4#i{
z%3M#@%1~~uiM*|etgVrhy^(~AnUtrcY?RB4%rMKP3*4$pBaUy$tv|ZH=lYRncdoyD
z-2MLLz0dESeEswSAqtpP0BE7_^XuMEuffBCfFJrW{D8=ZFMvI~|MUs#^9T4y@DF``
zAHVi}{D$=5TkrdCz3;w#dHW6Ehc9owW5JqX{oi_D_kDTw<;$zy-q&BhzWw$Uh={k}
zAwkCH*Iz$EO#gZB+ourI?|t>S_vNGB7Y}=%-S7SVZtvsUUmo^+xYP0KM&r|#t52IR
z|K51%_Xgzu0Q|$lODFDMIC}T&p<Aa9+&r<T^GHqGf$fcZHrMT3cd2USxy_ZQH<TP-
zQ*d}i=Dy0*-KFu{7sqZaj9i%$TAmrSBr~WuGq|iUW<|w<P3sHy>|Jy2?CzGPGxu&a
zy?T24<Lk#iKEC?#;mwb?Z+^Ub{r%a??@yk6zyGB7*8NYNx85{%{(hzL?%B(o$4)mL
zIMT51;MG0*>JA=kI&r-H{MnmzS01!B-fgPuzIvhk;^~e{ptGHq&vjlo-+A?7SN-Li
z*MWj)yw}n8@MhPOJGY-bxDOP>izkm?{Ql(mlgH1VJbv=<!NdD^@87-s;Qrl55AHpE
z^5EsO$M0S}{q!F4lDvkq`UCX&)wlORK|K2S?CzV#H(%cCcz(O(MR)zPma|W;9DH!P
z`re`S-Md$|ZZE6bxai`loU_X^PF5^DUONBil9a>6$@>cv_vFRaWJYXT5WFeLZ(Y3C
z>S(v}AlpLsnOXJ*ISz(-jz)#f#>FlsOI%IM+{`N6%$B*Euk@I?*3)vMx78M3>uvsX
zb_C4b8DLu*2(p7|O`z>gQgdsAY<C6Q?Fj|j2Y??i{}5`oCuHs}fFA;8SNqS};b*zS
z*8)`SXR#CHZ&~ASSxd^I*3Y5_<O^&A_%oPo_cYz+VN&I8Qsrh$Xq%fc2+G^sO}BfR
zZ3o(cK|nh&ex#KV7vVz}f+Y|*0f@z{8ZeFs0PeyXOees7Vqb_YWa2mwZhtVs;SiGJ
z;Yg$-QBGLSN26ShMY|r0b~}#beuBUl;yh2qd!3H=K9k^mCei2YJl}Ije&>@w{uih^
zKhF;=9nfN=e9k2JoQVf{1L^>n#OYY1Glb&M%(HRc=i+_N$NOHux)|?!Il=ErqW{%-
zf!C6Q>QX}*=7(Ni7~Yf?(VP+0k{R8W71N#*hm;!+I0RB&LR&6UD^^QRJXS(W4$MJ$
z6FLf#I~O4YqPt{aPiZ>jwtx&5cgnLtz(0W11DHH?m1lHSWOP-6GO5byszgFo4@*h%
zp^G3NRu%TFUUX|sF`=H-#Yk&VI*IPp#h|X$#Wz+Jcdjb#SXtD*vZ!svqPFFWT9+5L
zfZ@Z^e5A^}mdZQ;B-)U2v2qZ5ur#M*S#Ia@JisctR~Fn{Rd{ptBD}4l+iQ^SVBK9)
ze1GlY2kRC;SX=yHP0{_;i|(&lbZ=$hy%hy_m*?L>%Dc0SE|_@_>+Xtz+sg~Om*w9e
zPz_)n!0iEcpfU%kA{*3Np4AGD76kdg06zc%0sI44KmY>KN+J*g`3KVZp%Dxp3YZXx
z=E9_wMaivn!N;VQLPSI~6(oW?#Pz&{hTMeu-1zz&U>oADWyN02By}Yt=5l)U<+Nxh
zTmvEk(Ge(*24W<z0GR-GqA>?-A`(E&c-jQ%HgXd$XD6J=OgNSnw?8$ec3$Mx*x<F{
zeoF(~i#!}M9IfN6Od!j)v!<e@oVbn%p9&v`4A)fA>60kzlZDtPQ@Ey!@NtO=@rery
zN{CXVA^)<pgo2#3lDw>nqCAp<oU)v(qKuThq=dYLI0$@+l_VvU!OjTy2MK8fF)4Xb
zDLGLo8DR-2Au$O-5mA1MFt4B>H$NW-4>v(ROqw<ou!r%J0DG7)cEb3v6UMSarxn^o
z%rq(EN6fE6L!B^xAoz!|7=d7gnB#9FMq+r8d~Cy$8)ebO`~&gQI>A2>J?Ifc8*B{A
z$T6cwup$28|3Oy~8cWoc1JNla`dr959un~~diX;~8f|VQ4S}E%8pH29P?-k=<qjtN
zR`{T+WeA=Q)rb1YeB@R^j60EiL$aHO8o(s{FoMX%fD`jUnNCD7=Q!x!xuZ3ShiGU1
z$^PI^j^!Wuig65KV7dQE7-E+g1N}eY8UDmqjB6g|&I~*X#yQL@A+DXlr%bdA<{uCO
z!61T}`SrA4-)e|+$h>2JbZmiX#~62Vkn+#RRfygDYqg!uTF{3(@OAyO8z8<JGCH^P
z`|WT(GM`(t8w~#!SstUg6svNKX2lqSf6%}#5b8@<Asq(r4_GX!B_#jAfITqHQCrNS
zR*a+y!UzNjLiA%HsJ;-Yg)AWK5rHygC@o@Rl;R>bkWwM5BB%fhKnPMSiuoY)QGupB
zR{1;@`CJzH9IWioa!g{8%O=Dsm(41NNC`HDEH;HqHpO&S#WW;^G!{bgX)N+-qvb#g
zN6Ug1jFMs0{87@W2!W7F9wh}{5I8}G%sdvEd8|l4K_swJ5eOEk7#4&;5JDgX;vb|i
z{~+(Fq2#8g=5D6rZDZu;Y!T#b6B^<W9_13A;2xIZ8M@FbINdui)5kx{$2Z5<E7#W}
z7ZP6hy5;)1=K8th_&VkIIAwV|W_sGEyW1^rotx@plWcF5IM*WH+AL<4apX+>a8sR7
zqZz^a8bP{h0XnMw+A6?5_-HD7YXSm+X$Jrv)D@{xf|-Cu5Q3fa0Kx${2LK*O{sB=C
zu84n-2mZkw@ehg~upUii;2%7-2m}Hsi2m}{QN#QL@_#_)4}<X!A((#%Meu`e$V{DJ
zbDdx_?I6f}futR1rsZ!s!`E2T+fdy@U)5Dt*;z}`K~vsVU3QL&^lT+5OL>WzvSMb^
zA|?_PBQZe(Q2|{Mer;iXO<{g@VLnv~pNbH#vH*_~Ker+;w*n8B0yifiW&{FL5ZqiU
z++3>M1NjFaA29qN$g3v+<_`craDw#tfPdh^`~$C<D4zx9AFRa%=ZFj0Nl+ZX{6SjO
zMONHRUcysR%3Dd=S4GxeRW49nK14$yOj9vJODRfQIYw6{PERFXUp3J{Ey++l#YiL7
zSaX4iW}4}Y40Ellnc6uPI(e2l1+#Put@Mg!>o2x8D6ugtonusPYg}n(vee#mnWNbX
zr<to<ELOYDTH|K5*4=8I$Lw{U)*HNRHh9n3=rebdukB_Mez4yb<gh*1X-BAYbvPA%
zi1w(B@vM#Y+7;)$E8eFj-e+gL&yF~ssu=Gr(O#P(JvT&ntPOKt9f}Z$r2&p*zIKa|
z3xsv9tJOk>nF%&V;TF1(pu|g0#aUB+j<TesoQSEEkb$^>jwqidg;!OGM@f)JL4aFM
zfJau4PezDeR#-?*R2cCOV&EhuE+-}~D=I20B0>o9527N9q9RJ7A}V4cs$#-wV#1md
zqS{hoda@FR@=|7svR0}}cADz0I@;d)`T-^;;g*(hwsTWlT(W$9i^9T|B_?c0Pusbu
z;2`i1>(*SZ+T2jPqjle|_Jeym5AOqY9Ng1>V0ZfgNVN$wcXxme?YVJeU-z;7H;==h
z#DSg@2W}qU-+c^ti9PKHYg_hLH|^QpTwB$+ebe>L>+097ytbn9V#ShE#RZ3QGIlRa
z*^v~#IW}^AWayf(pcO%W%L05V{k+P3+{?UNmjL<T=D66^zSz|srl1lx`x1BiB_0l?
zo{nW+j^*A?6@<K;D&V81Lz#ztsheGitL<W!ImJ#ki=3?U?5(nGEi(XqutCW$=Fc`w
znPrk>X_PqAFy2f*)>JpzSUb{SMwp&@u(oP|rm~;9qPMENr?Q-flB}D8jI*4SqpYO8
zw1lmM*c>rYYY}0Be=w)<54=3an13+j;=<++oO+0V!2S;$T!1~8bMlyT@tSk;nt?cY
zO|eYad5n>GvG`0l_)R$l%(w*2xP;8PDTJVm#0>%#f=)poQwSdZnIK-^9|SD<1!f5_
z@eek@KL}Gmb3`aM1pFWj@B_s{m|`wWF{KC@3kewt34!5*uArc{fZz-u9|Q!|1O%1&
z1mt=7Ww`kyx%k96c}3ZIDATwFr*QF2;^djY!8M+pW8C!VW2a6XGj%fClu0a8CXSvw
ze$?b~BPWj;IgxGT1lEz@-heVz{IjA#5q~cNLHAq0t_$D@foKQTaZJM41I%Y3M1>zn
z`-lPP0zpJDt(n=(0l$gHWa)so2%7T)tw8-1Y5u^>IUodrG0g|_x5I%SV445&4@~3p
z!;9UJ0bJB;#=Yr&2n6*-bs|FwxeOV(rpF4In!5wcmQgT;K}6a|rk^m54-8p`NCb+n
z{U^kEhr5&X=s5!n!1O2nTjme1=FkHD_}vp6`GS!a6#RlDIHL#=ABmV38Onz+8D2l*
zVN&ZJLT(7`feJq$gPMMB38Y~HEq=s=4fH?rwCeqf0y@uR{ikz2v`r9&e>wj^y|@Ni
zK>VNMAIR5F1{oY6yTj;x1o{o<A1wdL@h*BV{@=tu{8h(^Ke*dy$dniY{kPn*{-%xo
zp*!KQpG}B=pu!J`d_V$Y2W0QSI)X7f8@&u!+s2GQVuL3&`t3jy*FlDW1`Z1K8>2(D
z6kl0Pk7FkD2WEVc@s`MR<E8Uj<UJof1?Ud~%s-%K1c`*fArMaim<|NP`rQ}-%s~I|
zzvc2ryZ5I=#3ugS6h$;hKRQfkj~+P|G>YmnH*ys44<rIHViYTrMzW3|gaHWxei)6+
z=)nJh_$zVp3!DN2y?Khwx5tiT9XFD7!U)!hzp+gIjb-}CG3+ekImb-o8aJ71{8X+9
z(>Nzi<C?+_K_6aD9sxc<VT!Prn3$xbq_m8*w4AhzoRplrgq*yXf}*IhvY3XNxQ?cT
zk&e_%18FNGnK>phcBayfW>Ri5rTyn9Mmnpf1)G$oIBY8lJi0dV^6tg$=c*pGpMLqU
z?e(*JAKpCq^5Ho!58wNMTX_Gq7u+7+e);tF^QSjoaM}yH^FuG@9{_>C`hx8s2=al1
zAHEX&1A-qQKo3;IchHyDKd`_B0=yvldf$BMd;8_<yS{JlzkdDj_3Qhuec%`Iw)f*}
zur=s?_u|W22<Sik^6JT#=Z`)=z5n^~olg&MeZ1HGwx{hy$Mq-8SDrLpdfaf~QQg^x
zS5H5<bmHFmqj%08>N&Nq>)7s&!#i8{S6$z|>1y?w3tN|+-cWX8?c$@W@((S`*k6&l
zr!=8<aa7f!i1h_wD{@0Ba)QhA!^###uc%Dju%V!O*YYE$cU--Gyz^$=!^d5(-#q^K
z;pO))?|*#y@Z;V4AFtki|NYh1`%gdLeDJ=l=T&{j(+iFFPF=ov^lZn$<IVdHHSIrm
zegA=`BZu2gow#w~%*|^T?}Fz;-NlZJr&`V&Z9RLe_1y8c^C#OcoNfmY;>v}tI)p&n
zYHqyK)_S+2{oakvyInW#c6Z(B?z+|0)pO%UPuGoG-CehPZr;0d`_Y5D&whXS`sME*
z-o5zz5!^Y@x&8X_Mc@0UA79>o^Q7nb{f@^yP4_$N?zCOL*LddEh5a`UZ)x4Rym?dc
z)z!J@D$`DsBp)h_JCGl{KQDS;Zq(k~sNLBSJ2OJIEeO~+&udMr%d&9$@?e`K{<Dg_
z%=2B1a-H-Sxf(C=Ft6~oT;XT6I>2U)zx6tQ>-B!t8~toH``J|a&)ptiR~=|y6X;MI
z=&&omp*Fz2Ccti|zwJ){xz$)Z1LoFX1Y&mxq`k1;9b&gT7@!D%AFQhVEVugru3)~+
z+YGeb2WbaZwT~H=X|*?&m&p!KlkFY=IT%&BA#HUvta3Hl268jnj^GFQmdZcCItjJ`
zVHK9uezSIhAY}%)OhEb!WHez7+64+Cgp+GPqKy#HT*$$(FU)p-xZQyW`-71VhoT%0
zM>`#fc0Lm0ax~WESgh-@IFQ@%ctY+c;yq5rd!CH<Iu-AI3Sb5R7!rNY&htB$<bN(H
z;Cynxg_J<h#nhlnslk`#2VcgzGCu@#IW_nqe3cw<F&U<Tmr_7MAp9`^l3ZMv=MO#)
z7ZUx>C(s2SFDCk3N<g}t;CnT}?`opowR!&6k^<_I1M5?Q8d8I=F9>Z~7}lH?-jW{C
zk`dXO8P$qeh_>ultT=Fo0JUVtHD{4($%=2yPH4?ZY|BgP$cMxksa-`2x)-PQl%(HU
zl6k8%3)EAZ*<F^|RhHgap59TB)=`n(S($;A*;z>_t8-~K(z2Wz%X2Z7fSH6f#XV~m
z-$E)O)U$R8p_^-#fV$T#=>kDki`7dyL90qSR+Y4`T-?3_RNTJ22pK*g<AvPLr8%(v
zj>@c#%1jV!_r}t!E+8(JWp^*nxw#^@2Py9sRkv5<-C2=$Z)N`dRr&W<=G|YBdv7@?
z=kBtcyGyh0RAwPnfX4+A6hL<?vOxDL;H&IgOLMxH=G*}6VHqYLmSXauGN-jNyA|Mv
z3Icw}fQ%kAwUuQc@_`9{SP1?PI15H<Q&9>M_&*>Eh@{3sgg`W6QJo*q9Fl)1N^UDk
zZp8xrp&3*-uc;8h64wh78}bwD^Aqdx60YSYT+4~S3d%;hk`;G3Gxl-@;1J090mujB
z5s@8xJu3#(m=)8M71Nv@)0z|8mJ`>O3v3K1wmm1NB`5AWpcI+$7c=5cFN{5w616`u
zY-dd1mN1`H0dA$94%v=Y^JW`|7;Cv}DOoE@m`Dq2i}I@oamx$Ai+J2Jkc(MVKvtY0
zBPk*)B`PNa@Pm|+f~>NVoT{>ds*=2_qMVAntdfkB0^%QFq*_d#v?i8NfFWyPF&QCI
zX+be5K~V{QVKF|62#+9zn_rNVkB^<3dm1Ol6!z(prcIeZ!Vf?`jDwsP*!cn8-Jm!A
z8KV5eOe!#d^IzZ;7{nuZ3__RT^=AMQ5aNJxTp{aN;2*#U0=e$PTjxY`4q8yC?Sxui
z)J6g{4@Qg`^&8vB{|B4K^NBaS2H_u&EfiINLje5n8(2V$#ugBNrprJBvqvEGx}V5{
z9jq&X`wOUV1!9h74(lWOA$6n(w+yN4L6K0#h&Dk%pgD9g<v18*b9m)s!+1cmle(cl
zwcCH<NdHAY=|3>SJd8HTNf>OqG)m!55Dvfm32o)W+?nAY(ctlMYUhZtw%|&F5-SX=
zGu3agetoOKPT(*PZRo}R$d3Ip`~#eXej6gL%>frqzwX<=@H!g&{~gFbup#~dArP2<
zASnnIwGyPC!4HdBnGgsD3WCWCViAifAsYX%h*cShk$(Uj0t>hZLItc!Scru{@WVj<
zfraEBs0hRm`~y%B1pk23XJoP}W&r#^k`IIP4+}>zArMslK^pT9(ujXxkx60&$-<P1
zKuE{2NXIhr53JJBpb3(}98&&5vOcnye?a~Zh=1^B;vd`)|FFO_D9t-C!yEVqpKKqm
z93S@_AGaJIaDE`nADps*fADh5@U%|@{=o(K2kRvJS-?NUS(`-z|6r~kZqko`Q1#PN
z@c|16$bx|o2u2Emgde~i0vSXA(x3r}Fu(!=Qe8mK3&cDS6vUAH14bY`kqbnB{fd8p
z<QK>S0<edE@B?5EgaXX8{7f``j5WLr)ZFz{Ty>P3W+;HqfUTO0jk2_rqNJs~xVem|
zsg$s>1jP{e2N3~XVSX)Ph`jTu1N=bYRTkt`65vtf1O9=Fk$(URf-waKI6naVpuz?G
z0~dq;10Rw6g5)2t`GYPWm+nCRL4?mjRKQA1&{|w*E;fHa{DX|BtDLyIf+X+{*!)2j
znLntL<`0qD%F#M1vAU`NKO`8a%`;R_Hq=N(<`0nhf@=O?p_6N=lRrzhz)Ek?Z2e*k
zKP;JJR5sVRf`A_!%$7TvuXMIp<!VX54{NFL!$vy%068zf`N4i$AixifJ3^dyhPl*4
zxYb6w*G75lit*eX>$N-HXLo|n?nJ*`iGH;Semmp+cEtHs#rkZC_TCibwIRY2BM@%O
zgPbe;9ZG%d7JJSqaJSBIvP_y|5@o3eu!@g?nyZ$gohmqTh?&b!zyd-KSwO(Qz^fv}
zqbSHDFUTV&$R~^V2SGUz3Lp^Bo&*F!PE3r-KM2bT3(JWJD~Jj!iU=!-P?SX|s-hG%
zQHrLx2*E!XDM*<s$y%!^J8Efq>gxp<8->g?kG8g+=ird$;hq;5up}~KMN;CXjP#mC
z1&0v-u=?`WO${~MTlUrh^U!%{FNPm>weG7S)V3eqzo>0LxU2Kfo~|Q%yN>SdKDw{_
z=-#d)du|*CMxv%=?~cY@RSh*;8g^{FwrS0!)l1JWU2=BGq7#d94`!$DT9~|jUhL-B
zh_&ItD?|K&e5mmC1o8nqAAo#V?B)pALy@!HBB!~FoaYv~*cQ9mEd~MJKq3$hWtf6M
zQ$#*El)`*BSY~dq^PD1p9~`X<kom)`%()inH28th{J~5=#zZ&DNISw{MyRfOkd{h-
zCNh8U0`muD()<DO4>FSWQUw11{tv(4AE@~+I1Jf2jX9C?gE<zMKOp}H4yykH$v^Z%
zAQ1mRA`k@pK<6I_1OmB0{Dgn75)zm#Bxp?$vJs|$tc5AFg(+4Tey|j#%oL`WQ7Aa!
z1%@940Dcgd!7rczIWPDGRQLoGdHH3z`J^~`#5sAyICzAoa|=!7;-AdPGm(R90>BT`
zrjMOAZOqgu06(x!p2#wJ0^%PgjT<%Te?9+zkb{v-0(1c&2UeDGRG~x|gb@5dB_E)G
z;0FfsfuI*?a~RgloX7(s4cN>9{2UlWq7Jm3q5rC%^TRN~hG8!DU;cq<p#G1<Zirw6
zH4IJl=ck6A=@DVn=_bMf{aUm1k0_EtMIZ*VaX@cI{Hkp{^a8_<F){b=e%@F5w|z^-
zfc|8J<<G@shViREQgdiF1tjF~r}zh=-a_?5r~~qRAVhT_!Qn8fY0rR{YKbu1FZLPR
zgpw8w{mayU0mrHs1AP6;|2qDGdO;EI=}?boh<GA8!}My8ogbjW{Ni{SfAT-4Jh=Y@
zF^ur@(F5v`)X;Z^zj9ak*>C@3KOOBbp}|J~{_sd6ZI}_gI5xQX1I%aifB3_j_-p(5
zU;csNBK^e`_dk$-V0<DoKEav6Me3c3xG@fKzxw%ufOuX|Z@J{dh}Q5J{Kohn$v+T>
z#+*@(c!K<Diq8f$v;q7Bf*;0=qKSkbm@Oa}?I1?8jl>!?nhk{D2Nopk#6^;*w0j66
z|1ci-hY_rkMzBsBHI|)q0@v8dJQJt!P2u35#wEbcBgD-w!Y?F75tS5^l$DlIkdsqV
zQczJ*QdLz_Q&Ut|mseMp)6|gBnjx#FEo-DBYpN$>VIX5=C~adTZEq^$Vj<^atrY31
zof=@eIMHEKLC~SqNtdc~nvbozb#2eno0r}_?Rx*};pg|y`aVH6inl)y|M2eXmv><M
z@a5AR%s;&CWz2km`G+sy`GClWPknu#zkWsfhV%*a9Ypv)e8K(?C`|tbArPMt0)hF5
zw_p3-_7U*Iw+|$pcQ}>*|HnB8=a}b^ot%S`?7cb1mPnM!ri5(S8OPotN%l%Ad+*GM
z?3I<h_Z}z5Ilue!{ki;eu5;mBxBGs*U+ejJF0{00Y=^|PY+ao;!oGTJ`d$=Y42+rm
zM9Je$ujb<8o&4)3ulGGSib~hNI(o$46jHFOKP=z>8&dT3z*N@tqGM#%1~w;ObI@I3
z>KIX&eqk^%>D1i(@~lCi?_sHsLSy0P;&HP-1B>tP^#h~CCy&|cJ`2Ba133K6!we0%
z58OJFnYxPkAI#KCezmq)TY70MXd*ZD#{;_`QoA8^5P-XEz7S)6;fFiIuEbv)V4D3-
z_C`*G>JUHd4}8oP&Nofw=2n=RXtEp@Fx9UPa@T)AjA+>G6#VM1e^v}ueQgxX+-rG@
ze|p_j+Gk@t#AYu~QvipgKV)}O^r&6~_ME=T3W7kcN8L4jrXG`xtlQ4w<6e^D?&Fhn
z6O(o06B4FPf4tA^DEl2=?{DqaPr98PUCRjp<q&?NY93bBhFgMU7?k&UUtN9u1e=#{
z#O^+v?Yv1{XDsM3k-cC42G@-R4@A_OeJ_-+;@o(0|938~ULlosf)dEbt_$^Xbzg!(
zwF9tXEr1N+t5ZB%=@K!D-cg$uJNX+|m3dZ`dFqx)MPU+~>^)$@Xz_#lr_<xm#|G8*
z2KjCVp<}hezZ^MeW`p;NLT=dw-?9(M^rWS52X+SSS{vkW>+r(!>?$#fhdRhSq+N)k
zeMpW&)fh%Hfqb^v=BZDr<C*x}_G?h#amTTEsj_JBmLyyl#;$Gv^%ee0@kZkBvR!#s
z7hIJS?$kXyr(GL@4T)g+ZAbiH;}t#ye!&jkBQm>@;1u#(aw;gh6Yt`i);7C@4()8$
z{H3DzFsBol=$Ye6vwxRP9)0(Qg6_ZxDDxo*m~DMnb(8G9aG)b&PyF7dVmI7{ZU4j=
zYC<MJ^#i0u*_6f@AfSLVGV;E~qtL9V0HT;=3^z4pCL6PVZE35Br}%A)4<0TGyq`~I
zPR0Y;jJypG=Cq(_lowijlZTQ<ncTmPL$rZ92zL5yHLGonNjd+<7s)y(Uno6a={W4J
zjx0FsDTw{H9=o~TpJENg*mMP_i7JW2vE)o~KeG07W1Lb#>r?e4z5lD1^7gZBz_TOe
z9HdjSRbb<T(Wc~lujB%cBmoB@^C`Woa1we|HFXFF$!(yuPxcW*q#K?!p{8JgFZVp!
z^SJZ;fs;yUw8xh^&5virDvePSKWbwiP0m!7N_>%mmIx}5(ehEqC3BJFy=0L_S=BwW
zu6dTwAx*L_7^x%Fr}SN_JkYGZLHw(Y;l4mV+aimTz(9*ZR4o77-(t?mHh=kF(&gij
z?v(4FZ1Q5+KbBih0S*!*xIjn5CZKBKMvNM3jTy6yldau(U2=!2S19^%dJMV^m2e0K
zj3)ZQDn9Iofbs=cMB@NFVJV@ZXnrkas452%e!_}IE3I-&tOe6;zo9E7CVkHU@q|xS
zF7H&W+^k#)vTFnO-);~Bmm=OZOXvTc`ja8;5@g$Rzd8AXw}{x0_FG&9b_9~hX}6+M
ztNyQq{2UPH^t)C(Onb>_UApuAt94nf#rNB<c=!sq00`8*V(vS6yaENBe7XF5-}&!;
z;TI~&<Dr}iNvjNQjLvJU%u7oQE)32{ERGFM%FhS|2%(=X?ez3y^h8*qBlC&WGM;J1
zYG@{DJW4SR?C28eY3~~v?3Bxl@#Tg5THOL1Q!_;^kMmtWa0l;!xd9rUB^BT4^IRtK
zfmS8XlxlY3Jdn%FbcVYf764$1yqFG|@ardv2piasK)xh>pH8HPvK)v6bZ9}qmgFD3
z6{r#y@nwWwtI{uc=ZDT!M9$6`q91Uq4d%6zio1u_4zGpye$R%^DEIp(U?{9<<`(ju
zY$FjgH654>T(;MJG88%ZJT;sLM`wL`gL3$(Vt*zJo|c*&@pY7vu!dkR<C-B=qYp5f
z?Y(h@XhYfN;g}pW0V@nO&U=v@SjbQL(;J>a$R9}NSfu7-C@TRi@QwckDKR0(BovVS
z@e+tgtx1AUgOPwq45bnUi_)s)S|ukFl$TU#M#<taw1JJ0pYt(U9LB<O88O<93)&_G
z@*~xIX%-Py%y8(|>d0s>38AgK4OOoBt7@1wlKE**SdfI0XsC*8Am<KW5fM>vQ&!{G
z)OYc5B8RX90;l*Chy19F{Ja4FG?%;LA<T?;%Pb&ue%^3CYkJ;kdcIT!i4Z+et7S?-
zNe5y(m8E8}gKqk4HbYhEABAnK|2mA>KKKlEyB208<Y-)?zWsY$^v~}5zkVVSeR%!`
z7)=`*hzZQ(0uE<dC@7TqCn2ah5E%X;kIkvp2t+=DfP*A0wDBb5`_r5)DotM{tCmBF
zKSU=G&449!?$(65$DcBbcpXb_OFU5OPzJohHT7eE0>UIE^Az)lj<0G<V>yT4$(2?!
z?eJ}oL-3n`gpKutjpave`m3C@&{s}^w*?mw(gqFn<Mj;^-rm-S$96|2TZboG6o*Uw
zOjgG+z&}NVn9o(|COL=kec}H~A<n_d7Z&)%+{i?8<OxJV81o4F=LuC<Ka<gTKhr-u
zpa5Ylyvy=BpV@v;Dz&2R3EzM=U#E#2rKtJy?RCAS2u}NuF3E5b+#@G@eeyvV&3fN0
zn^Kp`=W8z-SY=TC1u`gy)2yc6U!GNEbBq8yWjCstNiI0EkQTRSbaSbeZ}g>C^+pzR
znS$%Q?~4C9_vL>2MxD?-i-YFCxf77*9kTJ;mj{s-vy2-}65Td#)feHKWgfIyMJmKW
zF5geRNJ#Rg`XqmOocsBnNZWsQd7yCFw}^TJqJ%Q^8dAI{5bX$0RF-`KO5^0AjH-l}
z<-yCE;n^ARR<>mT-5uJ@^Bj%#r6XB~0V1}79xwq3!huPTU>(YZoXRAG9IiXoNWRy3
zJdU~isAu2|bhTd`$62^x{zNg!Y{Q9ZMwMSPV;ITDU#cY!AI@Y%T}Fg3y!!g5xVhd(
zW$s<!`kb7x2xz3GwbtWc5O|Sxfvnm69v<&_Wj6yG_vEAqrcZ!5UKOT$Iop4m_H+Cd
z-e<5Q=xpX6ptH6W-SsQ_<lXA4{UM`r`}StXlNXZRp(WHX6WZ0L@oXf*L`y!CsY#BZ
zNrt{*M(9ngfP0$pqV3~F>951DY4VVo@Q&mhBpj+_K+cJ9h%sFs?TPS{;|oMo{%eO-
z_4G6K;M!HCW}raiz=m<(ZiR-fGHq)q7E%CFHdW{^eZJ{xe$OhC{<7O0RmY#I*06p|
zJAhXOE*Axr3eCeCi-`K~K!sbz68Yg%G6;NyI$c4KXv?s`p`*~?Lrjh_8kdBDli)2S
z)u3?bu!AKBE6zemDOCsx-0i-(cab>*Lc$^O=9!;#KYr3pjnIvX(9OE}<p<nmgYMM^
zUDhCg<oSRRg&f@WBtgYOE-kmKMII9cpi_mO-_^B96%P;xQsH+Q($=daweMF9HQrsB
zZvhV%sjM~HssI4@SQ0CBv4>Nl9#OMdP=}PJCSzY{W)X{;P!*zH?H&TDIJpC}bv>Jg
zW-q!kXGGuXxsE5N?Ge=IcChyrdl#2WN{D2aud@B^8wv7{uUOP{HUC?7O!<0gZ1?qJ
zZI&g|X3%1`7X~lZ@+I>ebwZ%2V#P&uk(CI9WclP#ESbP!Ern+I+Nkib`bxbbwjV~K
zyX@m4d4H%gMhh2mNZrrFTZh0jq5p(%F<1!aXoQdmol(w#AF48ViI?kL*g64S8rm|n
zT8RIBM1y*CC1jSEh0DuMz5R9;<dJuu2|A+*eHkQqTdipW$3-enFKL0?oKz979(hOv
z#*^}NV6c$zn_VccIvl0f$7~Zh0xv$O*~)fu(1qeBTGrz*x%i7}<+FmV9J0aUCyGJy
zyqjLFoY|ldR^pL<gyw~{Y?Q`4b5s+jn=cqc`anNoCB^eiidUdzo#1BYR(1BU*Ku~C
z$Ipf@$G~#~=q5X&G)6-m5#R0!m)|0Z^RZwNOQTm(45VbcNp}pmX@i^XqSdMvyYVoG
z8|sxhY`u~`t0`OjE7INCB$rASym!Ms=*B+N)Yp9SR9jz3>!~3Prv@);p`Docc#XBK
zt^I3Td;3k>qAk0kZ9BfL*L<v-ysSI-Qnvfjclr#s`;1t6rkJ(l()xT2i^64Je<d@b
zzav{R1e<T=T^k+jsO9>oz*MK;q;USvtn=%qI@AyU(W|4b$)PeNdDlgY7h37mKLG5C
z;Uyf>^aDyaRB*3~`NG%v7TqU95dh+~)$jUzZMJUSd7;Jc?iqlNLbRR*T&f?#5~cv4
zTM`JIC;?Bu#GlRm&w*xXHsZj1;l|Cdu9g75i3?&X>a2?&{xg*Kgv~flB4F`OtxXHp
z>z==g_LFUHQOBp3$=ga}TK9K<040i<tm_r-eU=!c>EZsKbYs!k;=Ar2#$^*u_0^6O
z(*qB50d0==tEHCT8FQ~#B<`GeG2S&`y0iP7zDfY)_Y%mEmWoceo-uS4mub&6a@%-$
zV2?hh3z<$YjQZgBJCkjMoPPLTT=s1|3k=3x9xwg+b%8Q##h#ybZ8XKtd(6N6GwezD
zTa&Ia=(#U9Z{k~C;fYx(_1Ez|uVa@U4>+~m=v~RQc{oqhvDDE!NO>11P<{mLqUUlI
zs3R^U*`^n~ad0HO#74I^8#U*8WOCJY;>a{qXCl4ey>D`zDmM8ryXDRH_}b&If|e8J
z&BK2lEsV{3609%AuDr|%_|35*8}o(MfB*1ZbzVcQ&3>o&-n~y=a)>$G`U&rfli$4s
zRgj%`2Q7Z}|9-a&*wj5?FYTZCc=K76u+@(I0(AwueV)nFaJiCqZwzm))C&IbH_d?9
zzDhb7eRMTS6o}wI{;TuGB(5@(`gksu$#<w2T5fi0zg%YU$J?x-{qaD5%HVVEtAmH9
z-{a1Tqugg%)=h3~o5a-c{RDy<;H0+Y3_0xdY?YbycdX?wbcSFJ4-TuopVv*Z5IyEG
zcD$%5K9*cqe%;vBX;sy9WbO5NfL+~KKDI9B`v{{~rvQ7n@!WejcF`%c2U08mBx%RQ
z>qNAc&2w{B5fQIzz8cni@~OGd)_h4U11RDQCoVrsb!J&~3<W)uhC6^$WGouk<6IRe
zl4&ZOrbgSZz2%SH(BD*o?}GOL>*qzb!P{3EI!6khmc0Z&j$@w?PQDW}>4TM+Ha_%&
z0p{!?hr+JiTj@<BbyZVqRe$T---z#R%kog_<Z2HF#T$;qO(P>8X#mSwH$^#VxryCL
ztT~`;pvcIgoTQwhUZrOrKouZB-}RBrTY?2ZD<#vJd}1|;=ZP#2CtaFkQa90!anO#p
z>yLE$P11!t<`7$dtA2Xs{)h_710_+m>XNd#TfI6MV#2&fdhb?@zFZ9BUmhdqHow_a
zgSV1KZ}9n@lUXe#%9#gDwVwobc{-6KqG5nRU;p42LlVO94^F~*AxKkmq^e-^&&=}d
z4jklabDb!+^FXO?^3&Wr5$~_U`X9N=jQVROaa1#pronEKNf*UJKN@QDeW`EvJ$HZk
z%5ozbr0EOr=VI^Vs4{B?s;_#|8Bsi>)wGy%39;bdb!+6SQUWkDfxoL7e~UUNy@GG^
z4zy_<@TzT-3EXehqgb%^d}`&jY;tq&<Fq3((GNWc6L`g<`2`waYnZ4GwS+xj<a~eF
z>9>kQhaunuASDm9%qb+|f%e$7e^c#o8wrL(8z12*`GN8HLa-O$4iy>PqrnNhZwa{2
zOjaU=$l9pL6ShI*@JRk(3~(i*od%<wdf&YU&qn;6dS^m{a$oJPUhkIJ=$2aN{<AUI
zl&El^{B$`rwtj{3B~5|qz83U*H2L#e+Xm|gi91f|FPvFkz1npyT*>>YsPVX0S!e$F
zeRXp^qi1^R#(L_H^`4q4shcW2)lp)UM?7Izo1kAaU|2O+rNtqI?%d%M6cpg)y~oeb
zaXa)j&uua?jlX`%Y|YBM&B43!ps@yQf$P!3wbiVSK^Y&}tDoP;xV2M714i>JZrqJ!
zL1j6zaUz~~mj^A9Q)W>E)JBWNwv@T7wK~0FA&W1RitkA9#Kh#G1fZXlz<dcINl=-D
zv8n+L#W?m~l5gcXa*+QsQ6LhFx(8J!Ku({^y(a{>6Nvwra+MRnt6j`N=Nqt?KO!s^
zcy!-SsZCh|DIPW~@wtX<Yfd~|k*ilZq3lG(K9%*Dn^NUMN{{d^8ZGQVDygwBTy_<R
z$(y~byI$P@zvz@_oN2he;oT{OQ8va3ds$y<oSNe;dmd|*tXAV6wt@-|RVI50NPKRv
z&S$n0SY$A8n&ly%k0)CMk*cD`i4|X%LthjQ))OfyQFWo{E52D;^5mfifzP4*8MGn9
zLC8_d;R5mhI4`#ef%l+vK}a-ohF%ZO9Dv3O1!64pdaU$%EEW-?hV;O4eHvUV=zTag
zA_z+IFo+{ll=U_kry^RUeY}VR*8?M!O08d&y-1xTinSzi`s9-jk4bKl=_*hQiJ6+;
zTp_v}V<D7YZsGeA^|K-TPD4cgTN1%jD$SEqor}}or^h|VZwAiaC>?tao_m5WIr_#p
zIy)5y29kv_nx5ra)isfIBJr7ybgwL#Eejwxl}L_3Ozv04Z(wL>T5D}uc5PZ2BlI!6
z2l@g&f`w3zf`a!!K}!+DSRt}wn4QHHx<|tcif`BC>v_)CLw^b3ciXdoYx(BhQf-5A
z{|95aj+Gz^I23tuBKqhI81PiD-V(QJ$63CM9(TCYYk0gY_DXFaAMm>XQqohk%QGIo
z8Txq^<z`mp1Rvslgm)52Jp*yT;#$%M@nz7BMMzp;FcFDzRLqCpC>LJ0Hy}_h86*7f
z-?V0VBfsXEKs3~X1k{hP#lxCUaZKIH@&z5u>v_0j07%J!4ZGb%131~AK<>PDW-vq<
zG!S`&A*s6(ShSXme!rLH9ce7Acx!h=wjCAD3RFNh?F$kQLp&QBJlC}|9Y|1{YsOnl
zgMaQWMkLCpe{qZJ+tcRT8%P%IfR$DW<1Bv6kCBa<Aurn}J!7&J5@5z)wnEUYI*1JC
zCC7LJSvzdM>9hQ~s_$Oh(LB>emC(EwCT}6g2M<XE(cFgY>C()6qRRZ0Gj|efcLQ8>
z162F#>RH!6$Ec$@`n@W}4ttMpR}^R@C`0R-jY59ITH5%|bn34u<_N>>cJuYpqTL)0
z2;p5=b4pZfWYBFjW0OZJPtXP_x=|fpHJ3hpwZIeWTSPuueNP$+1*Fy3z}woyy_ApX
zL+?d*(BHA-cx9=yh!|H3vyP0}ydQJ3_kQX<rDIA`UjYwY@ElU?LysY&t6TA7wxu^N
zLl+l(<S<iKrYcDZAN!|o_wsNdYY!e48wCV(&J-D>mrXj@&)0nRaHb}L=`__!{dppx
ztQa#>SYSGv=H=`>4K_EZJD9!y&2fPSiD0#_`}54XS-<9dxxipUk{{JnaBQ`<+^HsW
zRmrq_|G|7JtNBNG4Tr3i$2Y<;`hddxLf;vQ$N<D%iK`(ornyy)L1TaYG}7fEJAV8`
z929z5lvK*~{iNf$%*Q4~CxPXVV84{d(DKku2UW!>qxJrpo-{GB5SM^*Q5{QQ=C}lT
znW?E#;^IH>=+>EqKoYLwna+r@T2_zW5~t7_KVMWoBLB|+<5gxNM=v4msUV!SpI?Dr
zGdF4pQ4gTLp(J!dk<sYGG#5Bl2>-un3=sN)p9Tj%Requuiq!qZ&;KAAPK-(cfGEh5
zupFdS%kUD@@bbze(6WhmmYS~dK3yX#MkD-#ad75icUH(N-iSqdPkirg^M?XAos>Z$
zly>)FXMPm_2X5r0B_|jsoVA9bC7|oY6UN#tz?T%Uw|eB6szZU9cTm5ll1G4r5ySEO
zHlD7)afY8byaiZn^l)<QIn@VG=K3kjHR2y^WaW^WWqyz8cdmLVIY}@pD11;(p;`$x
zsc*B~^@xswzfw$dFLcy+5D?M^!odaO&&m9;DB%cpDBkB{1GQotK87FqWf(sHqP0+T
zT;}Ujj<@}kr1ib@%<d$hA*(>*$ky=NjKeHB>XLf?pTC$}R-?Z@Z4F|eTSv#;dEruC
znEjItbIfpNe);Jb<}&)N9MUMH2m25JjRjWgh<YC@{d*!@8uT>#dlBn8MtmG|;hY+8
z2htjvF@Mt8o89H6_c!@%C)S2i#fyLu6>Tdo!n}Cox~Oa08A~|B<jf1&Uc|Ll9A22b
z!o0_z!F|$SL}R}Z?ukqozfko`xaa7Q%Ad0#QI8Vge6M}M=hyTZMM=g?Eb<pt5hQk&
z4CUiEh^As@zE-@CoBP(=?xI88+FyQx$w^g$aBRkZZLLTXF?h|52eu{X0s=`E#?=*H
zhEpa%L(~<~zU)1aKO+3aFAay?srVRg@~PSYx5(?BZ-OG#pL7BHoL$XY*UwYjv8-aQ
z<0<z(|EjFgS!9(W%|L|8U~iM=FbRF<{haeXzwmSE>zpqyzZKaOmpMBSjfzPQONb7O
zNDhli4vYVJCidr<gv28esVAwgb8Ib<FkGhtI8`QGR51BB@%hY=qBZH!p#6#RMQH}c
z(#G{yl*EOgqtB@OqQOvDyzb1~g?Ym9()8qzP%DQU*-um;Oy%Hz#)5d<k;EnHG$3Gd
z@@mO`;cmx9?!k@?8d?5dTe9WC|L(-q_07$`cxPzPB@lPb=RZJ6v_gYU!Q)r^8VgMb
z;P+nQm#!{gsBgd`b{NqV5fuR9^1diO7&!P*#*XnhT3q=ccfkJF&mZuS@alUUh%h1w
zsCT)TNtJu{aK6R8c>@QanILkyyN+`DvwjvDomm3U0EJh%<Jwjn!>>O{Y$j&qU*&ym
z?$4a(jTZ+0EW}+F;-(65-%1*mZocW9+|Vcyik^L*-2BpUaQ@b-yYUXqp06+(8(2A5
zx_NWU^?v8dP<A#Z><0+HbaHjzyx`}L$MuE$a&B@$**mmia!Yr5QrAr*N)M*IJnRQ*
z93`mbyrlN#XFU%W<6i!9A|kl_^S(-bIq;Q6iXHU`<9#r3UGwSUiTT_!V=tGXGcHJ)
zF57E4|Gd5a@8@ndMuQnn@;;UOQxy*)XtL*83FGrW?q2LG5C<Ozfj{YHIyAgJduqJX
znLa19zu<py^;xJa%is4R50)6x?0tG}35?ZBE{sa&>)#X}jpO?wJhSG0V5iO{BI@{2
z&86;MhU<U&H*1a*i#jtukxeIKXZepZO_yI9Fj_ojaj4@Tw=_&ysT7U?L{W5v>6m7L
z6NUaabJ}R^KKGrLs;8mT&aoHY9#T(bvjm6>ty?MKwmL3XWb`yfm0`CbZIp_O?v0dY
zSaP>HhV4p9o=A(kJ;8c=&XkAX1ek&19|Ogzy0=56#}yz)Fcx%96lQ2J&uILkU&=Sd
z>5bI<rginmgv;lmc5W$^VQa6>0VgueeKO+&C`E@YpEB~BvMNc6a*D%+IO(qC*Nc8u
z=NKbIA0W*%B1|`d+V(7I@~5V5f?o6Q!a_qTz?U-hL>n&rG>2psH{nw*q9Z%>&~%xM
zv<-h&5^pf~f0a-c>6btp`pHZ?0q6IqEsQj$EhZ-{C+C4CFuDO9qD5iPginatI%~8o
z*g1D9Id`h^(A3i-IXf~VaWW#IX>VS9i*_80a~zDZ?~QRDfZVBG{iV`C8ayIXp+iFR
zo_0EcotR%$;XLx2IrGyxWVKTO6i(xDuRT!KL`7P4kwN*sDlswLq`n2qbJ5}eCGYEw
z$nff(oh`jdF*vDG8;p8ugnCPl`t``!>k(l`&G^?nkw3CnCX;S0WTa0eei~2C{`)jx
z)GUR<6TTOtKN}5vKQ@keY{c}nIyt{Kx!+lZpM+RBzh;aUYDGL!!+Ef-wTPggC6pIj
zp3ii7+2T3@&PPt%nwONp-?=AI)jnHu1AY5WhBS?knZ{rxVYlf_osV@=$qO@&W~xf_
zefO42C)7xwBNfd=Smo0jTFLJhqLLu=sv55zYN$!-%kUI^rb>!>qQ&#MO8hgJWS@~L
zIKEulhIDm?s0mop?Xlx>Gqbo13i7ihn+X~ZPEI5(xkG8hxRSwi8ylE`C{Ijh3W~I1
z<QXE(uO^xS78<Zoarty<6aX2;;T{PEs6drin**9_PKyJ-mj>&>v6|FA$Q&lRK)-K&
z;r&c##RQxRS3Al|-FzstRk83MU*R3VUGOeoR855X>ACu|dJSz5Yu~S9+oRJ=22~ww
zrkswl5na*E|HYn$sFAzZ%&X|_m~Z~7Tq8IBaoSFXw{c8@p?Vg#EX}{PKSsQatXc)z
zTIzPuZ+R(ZwBDoyCm4MEr1$=VUh)T}T3AB;eJy<>6BB(^Rg*|gP9(Dbm&VfC7nc)?
zH=x6|Ua_!D8&Nq}vysGW*?i1$ittB&T+-_mZe13s*T+*)H$<?)G#_9u@hD#}Vn&1c
zR%$=5kKHt~j_>#X`%2#5CwmX4-J(${uQ2{e)b!GHZo;(AVeJ|pU}Md!WqRRrKIf13
zHNB9Sv}C4vOl32O?Z5t#t8q-st(}|4JEfgg?ynYbg(jOf|G@C`S=H;_+z?WCd_5*7
z2+PEC;~Ff>NIq+^`4SX}V75(V*<2SM&I=4iE9j|WJNXkafpy)?qbqf$n>viLWIF5t
z#FXB7-Ka5?w!fI>-=Pn+bR((br2$4DktpiN<V*MMxms?ca>f*YV`jzf$-xUuFZ+vh
ze438#_aBln<rL$@%KEFNLf>$oY2nXc;}_kbuTGQHo!?u}u*A%}4d6lvUoRs>$yhp2
zL_xqFn(V!Nr0o|Te2|eeoG~wwajJ8*t?ru<GEg?*H=>7<Bp?S4J@S*)#{$9|C4a4P
zrPa}x!6de~%yA+$P-UJN8qx_RZ7Obf$5yo!0nL@63f>J$jKT+5&sl+#xZto<fj}rp
z9GYK%W={4HmV?yf61JUGPvAp#5TS<2Lq{k>MWCSr#ydm2ivvQd96a0HTua6LD|scG
z507B;jKo2Ih;wW4dgm>!G-l-Q*rVQ+-hcPd#X@SLSCYDmd!Sc#pqF=GM08?=b9!EW
zWKev*TRNNvBRoMaHcBD#2tt4d;zHz?5Poea9!^3aG&DG=NuGiSng<0nBD+ImNTyMd
zGA{^d?RF%TBtw4%QXhDOsxKjP7r}E$%xHZMs{|Aj;+iC&3JCorofHbdSpK?H(ur<^
zJ^a0V9-UWv-0@U2m{A|}2yek(JA=0Rn1zfrLU#&99z*T~JXABIkumdRVfVbp?&%6b
zxey0fbX{70NAlfM=6}FJ4}2h!P}0gL8Kk_(=lN65zf4bC$xN>`NYmF#KO!aRfWam2
z6k?eQ{}$5|a$19DZ5hh8>=a{aY>&IVu^}me>7h9hNeQ2-Bjby|wPrleX;v-Ivx-c#
zN{N0FTIimXrXAbpkP&XuTwsz1paR0^Z*{qwc4@~V-cT7F$3CHqohVp@%;`wJO?Nyi
z+M}wSQaJ$!A+#gcA+ZR4WBC#z+JJI(F(I5o6KMA>Jiuj}(siDFdj_#C314dA8hxoz
zy)npKmRT_`x8lbkw~QlO#?}7%ciw$@u6pIJ{<coTyC&SXCe%kVynd3b!QsfO__#vo
zq*B1Ws^4Awe)ULvC7Pt;*|QNHof$JFda@+usFD#{v+pfV4Wo974Ii8J`|7)}4XW6N
zP%OX$swc&IlVE+qgo6S(q2e^);6tzwun8Do)&|S-lV8TkC-!-N`E>HT%&36BTwlez
z<XwHv`=oC*pjcJC^RWpE3DL+(VV&x#-oRrBVu)IaIGt13e&wZ68*0^>I*ES2h+od6
z3TyRpZ@RX?EmMH0aaPd1CTqumecv`TW5-r@VcIXZY3+sX4j^5EqM`H&bORf*H^XP_
zbR`WCB}MY}UmVKqI$NSUGQ(1Tu#n$6qIDeEN$&vLhxkigH9Yf{{n$9o#D%p;b#{Jl
zW0P!SpG;XHGEgDOai~%dW?2xXlpMxEf>eF?kroLFgj-Qs2CI_zMXiSD)spr={BI*-
zJ@n(MKTy}uQH!roi@!LV_<S~==Wf7NZO~DZ^ynm{(XYJFB&RaAHBX!ulfdx_6-glr
zrJN!!A;nn;03IHDyfG4d15ZnYl>it?+=s=Li4`ThQo6l5A*a&)J1b=j*(K!M6^G`4
zr}49~^0RH<2DJlV-Hz`SNe@1}D!@mOGr(sY{?6>0$iis^O&>Zb2s-&YvHQ2dtOz+n
zec+Lm5G0mpWNC#Im($x<)ZM2dh*?ZrT1+Crwf*Mq@8Ip};4M$`km!ItxMbvCPi>8~
zpXa=crQ68}dyvW~Xl+ssmjIqG0NBJN8sRA@Hek{{?dEdQ$tIhJTf%gqkQIRirU|l$
z;nI;P8se7F13Cuy_-Da_Y)>UK*sCxx0qv_8o>tbSh_ct#{YmzKEYZ$|><k`<YQdFZ
zE~f<Fj^?tx!J@FXUGxOu6B+_JB&5488dXECFjjEJlu010)$d{UJ|)IC5BX*5N{b#p
zGj$k!{Awm$Hvk`tIOII+bpJZ8(emw9M}9ggfZidR`f}<<dVLJHyv)6WV3d83p9Fpk
zZ;1=w`b>KKS!OBu1x|R0Odr>I$;u-Y+FXco_5F?rZgpqLx@kUuUoSHJ5WI8$E=JNO
zJbpX2b+;c^igR{ld11~Xn;Fg0vY3In24kIVI?R7#uKEds=F^xqlm+bY*)=)bm)r8$
zR6Qo;kOyA&>;s-ldk4`YWV`ywWE3OLyB8=jn;*g8+b7gifqA>KTJ|qnF5m+Y^PLxY
z$P`|+v5}+tgI_PX*As}b5!2#SRZ)YG1lVb;`|9wRSl+ORzG5cD0Id2@x?_jj@A&j4
ztL?lxFh5i{aR`?Yk3F$XWgHa|dX+IG=|y`$cWz+f7l_CYRsER%N`n5Q$AmalwFi}l
zJC%nAm3#GR&A5kzfroff%>+Zu#A@|~Rkgtv_woGGi92T#KTi$9sGpGNjEDA1<lvOJ
zdz83(7m7J2n!buI0WM2x?K2uGbEtQxgf}O{F%g~4*>m26tIu9S*_Jq>H7eA~al}TM
zIqsB#^eSSq^@r~jXrMN*Faq}N5HL9@^d~wOK6i51RTyllfH~{Ux3YwALQ}$sQNg@O
zDClSh_z~bn3p}2kYFY?Xi1qg-CIJaFgK3Fnm$6r$P%T%t4m&TPD0vM)S_8Yl_`2_4
ze-sTly_0Vc#ceKshit$D>fPQDN>+TG*{A)l7u!Czw~WlqF_Fy-o=ax#{(W2hWgC6n
ztzb-X#aCJ9sJX+V?a&+N*dJXu1a<6zzW!~pkiqabiRF1V%Xk9QACk*lUXPrT)y2V?
zs=IH?%w>)@M|!F@>dadLaO-<jUe4LAn5({~XRXbIy$vapqCa-C$=qqq|LxH>uu&pK
z7H_gU=h67(>WRv)ikajaagHjErc7_&3Q<#;%+_seFJ|?HGzsp{ic}X}SYbAf=FeZw
zmHcWn(skUC9-CBXet8x4Lr&x3;FdzU^JyFY<mx<YzF~!@JYulaRG<VrAaI?K{3r8P
zrtjOg?+&KL-fpk{c<?#idCm`ih(FL}|KW4KI;XqP>UX^O2~wA3(&TM(IkmYoXXELC
z*ezU`sQ&Kt;J${BQ(t&&GVW(d?@phJNwoX`Mdq2?Zgr)jM5TjxrGvzqTOJgq)X{(A
zqLoy=nVITYS7o<WrR_p6J+7m_y(R?Cg^Pn<Gl}faj)k1BtFcYPF_rvV+G@Wa`5Yg0
zq=cmA`qEureg2!fRSgOM(P4uDPA&fuOSt;iuWIQ{uZz;j7lGScN03Zs@SpVCfk7St
zL6^eW)zCwgA0cluGwn)Bv`R`uNua7f6nLQe<(Nlmc;aw#>B1YtC&Sw$BMxqV>>$|1
z!m+)A$rY#afzI;Dv2T-o_3;+40LE*4GC1g|T!=%0AG8K?UXB7)gGZJEEx=Ey*)^6m
zIqcZr&ghPIdplw8!|uiQ4b{Y<`<j&p_vleXFx7`&Nix`NVC^<zQN@VCz|f2ktMH5=
zsxT8I<ekKgUE;P*+lN2D{O#%U(aT>|Hyw;?Cb0<)%L#_Ntg?D&<dbASpkaMT!TgY9
zib#oZnMyEBnqftU;agPT$@SpRkWXm*k^`MI#kY@v5^b(7Pw+&S!0X?SIPVd03>Jh^
z0gJs4V66$XK@6(nnx3aTx9_rQkw02I^ba`IRO*KY!*h_!niMZOrGx69W(E8Z{a`{I
zL{3r|*me!`xZ|~>1vq^;PkFai>;}BVh7?3Y20p@!B^4Y>-cB`QXC*byK6~~sW&rL@
zEoV7jj?LV<=G1v2(Q$AoyXaEqd(BTxT^!x;2AT%!_tK9`m3iHwh(ha4l6}65`^(=P
z6>`*U(#}jA?@L&w?_qc|EXqt?i3yCl8Hf;c)V?EuN;vB5TE5)|V~U{@WaK;vyn)hZ
zMg`j=1apFzLj3~AnCXw1DPs{mc;eoO$P+`=jv<>c^PYG0DPs4aYH*6+%@`yOtayhu
z(#`OFXDY3Yn8mT$l(1a@8c%%K>BEBw)L_Gb-=2mHekC*2req&zBjMyCIqYO;mQSR8
zs|dbEYL7{OVDR7-+xAvpT{?}tzGvB#sQh*%cqR|G)6vWanxpu!C>;GN|6^|J`{bf`
zg>i)$sfpFO%}MWyLmQKT-6<K{Ah-!1ce#<3Ks9p-qsb2~i?!bpeb0(lH_Qh+`+oIy
z4RjCocKohL3iChGuO%g7N6Yn_cZ61^xXyES`%tp13+7~tWoP*a-a28E<+e6bS7#-=
zjR>R%`36R1=f8{;yCssbiD*gF2~pvIi<=MRVJUtiG_PTSHww;R<<#MaV1XOpTVh;u
zY~24Ev`<fvXk-ouG^v;qWau4~Mdm0In0FUAB@kyYVgHvidEvSl_kCU-PoAT+n<S*?
zy4lGG5`_pyDodL>JPq{A&PRfYel-N#$J||XiszEpq%H@AdD~4zELYM;%=*XF^YBN5
z`DVSp5T}?8bKJod<R3XcH;Kjo?U18}4{8Jj7akJZA-dO8L|)MG{7fAu3I2O7Jjnjd
zJyexAQ&ln3Tk(4Qk<QP+T;{Q`P|nRBl3=sjH^Z1ClsMrZkg8;v!lA1O+tA0hs)>M~
zcn)bWKu@5vro0Wu2dN`zlw(xx!XMNLGUC7r(?IE=I!qC|5^9Nq50(pNxSC!z*8~;s
z_<bVxC68+8(`w}DYqaC@VYc@++`%dnLh95kh>l?a?>!YO&a;ka_Q`1kqiEjUr}4b^
zPBP(%#?BLsq9<)I8peC)>-Rma$tAg6pQ?{AKEmfPIf2$-X**{V!R}8$;tbd0_wY&-
zxR6hINq1G1eyb>@J%WFOf(ANrRR4NJV_cHxaxWnuVAlka^8V-^0ePl@1NT5=gs2U5
zsaaqiue~H*OBsYBOrG2(LZOQSGn*r8_<1qHpG+vvK<ar#z(LCN5yd|ixWrVCQ+gk-
z67<P5Il?q8LMJg@hb;{O;14P(a*rdv1UoRJ%K2%n3^_xOS@1z2rdc<zkUNJkC<;B*
zj^c5x<Z-L`=2B63RQ~$V)mC6--0)q5dGWfKai??CVdop;_K!3jMVUa6bD!f09?7+R
z_bww+h&G?6!R$Wo6GK@O18#jCZX;7k#w7?=)iKQKRu}!PFXE<OsQlOX!3-eO>dhjC
zv~Nu5b`HX0e<RZoyv5`=3t(icd7S%x9A^==7NXM>uM<%wkmf^6Bqqf6RwQ5(<~B#W
z-y+rlK=L<AZOi5==9^ah&VOF*-#=XVz+5gTV)0BFU^oWir3o$1363HGb0aO8dM$hJ
z6$O^e(8%pz6MImG6jsLRuyVkyO500Rr(7(ya@^Fpc>nX~%|dR+uRPX*Tvj|BIb4-S
zj&l@WB>JqL9p4w&pf&FnP`-qu1QS!dU@04Za~ttT=@!X5IHF7#CA5TigaxDG$3@Mi
z8T_K{pME1R{Syvc7g{kxa^F`nFr5iBI1_rK^EuxMJ!F>O>yxs1SzJ4@!6ITgFa0r{
zT$SiQiW5&~{%LcA0Czr4xQ)^FP_0Ckqdl`-NkoRD3X7Ao^yG+lOVyV0GclS-Xb$a}
zjnPqC%*^kQi7&o<F`ggS4)}Zb`|j^+M%%rkaH2XXqdYG?_bNMm1GM~}EmK{#b1uxY
z9jcU;-0O)jxp^ZLQ5;uQ94jh7EyhnJ+JD9&+|Sv^h747bL_<52i6Yu2;D>koDElA^
zn|^J_N@BfeE+uoWhq?;t&jhqIB$PEIOpNbnKfV{r?3>H`pdB_}xtukc=S0^r_#*fn
z=lG@NokhqKe7RjiZ}cnmDHPJEt+S+)^cu#N#<n|t4J#}z7AAmR-HTzREF!yk4nrfS
zWOzn81mIR6Vv67!%8L+zKi@lrE~}@BP>*on!oZY4R00(6_i#URamRW?vA~cf#ZT!T
z=FuuQx4BCsP_r&ZeBlQ@c>agqtntMN9iB9%enVg}qbbmT5cG5%`yh2)=tV|rpe1`x
zgpd1k#o>NS_0+!5L$Fxvj~qgH>i$h{uRyW%_v>Xe-~k8DQzAM%SME8C{sY=w=+VO^
zztg73#EAP}SBsSF0#cR{!?HHN>ATU`xN-c_PTA|oSU2b}?Knzq>|g7qAIL#_N&waJ
z09&>YbzO&xyR@Zo-6U=mDhLai48<V*RWr9i`CRmm2RRVJUji^nZ{uYGdg4Q)ZDvZd
z_K&mis&{!ak%V)?`>^{FL3s6{`KWlgfAr*Mnei}>cCihyLvX`SqJYr1)cLRc#Iv`(
z^bpX`W?3#nk4&@v8Oma{9{%%K-O=t~9yiZhu|I@deY%3Y*#rL_y)WgmK6~7{glNg-
zhTqsm9{x(=UW&jhn|(iG>J%ELd5j6IOg~z{N3<R<$Oe2*-4C;$c~&)~aH4w!k(CaO
zdwRTuNgKlzWm;zQ&R<J!eRjEl5`>^4`H;gqtKwzPE*U&<s17Qi`eE?xSkYuV{c3a)
z%H*^BF0;H>q_ZT&FLlc^iooHGy(_uO{Wr9iu+@DK@tsM9z@&L1^oRhKjaEWh&KOqN
zwsM5+BH#fzcUK_exWGd&_{J?TmjVe84j;U`LL9zlT}4=oOHZTv^VB+p+EBy7{hwb3
zf0lRo8R0npqExL|_@Ccgr9t9O=*N63k0;}?)$aXNR3))G{IRhEae$J^gW5y<RNTN_
zIAB=+{fK_@xPJILgxp_(T*ZU@rH8ASj)=YKeGL^BlyRIiVl0@su3-6Fdvfqelihyi
z?!T?$EGDV*)<(?nz=!u2L(UlQBj!&i90|$tt-<t9NJM}tp4bR!b`6C5K*X?j3@kzF
z0M*Q4ZHC?hvjF`zB0?ZJ&~ftfreuJlk!F70CvsL)$H^I9ZR~(Pq8-0PP1O^49AOiP
zn8)ER&vfI>6nqbtuY6nmy{<N{CbQ;P{okDZ{rrCHV(3<r@A~21<11(O1;Ash)E)v6
zgq_Fj?kl2(6@jF7Z{*Jag!T9NI6bw)@3~r$A63!~z>RtDZX*X@r6O0ch!_<wa^_9v
z>`8|aC8w;`if^Hqr#REC`3jHAsoI;L0UvVd3mmp&!7SiveQvDI8RK`d{R;r6|G=$n
z#n|WuT%Rw+OF1jBG~gD;4+lbiseA1z%uajdRa{${&K@<ce~5FmnQcco+?;E<J}$k*
z)%0&@Z&P7x!K1kD3|Mhmde{BgRN!vo>_g`rW)MMm*voRVtxKUvaCh3n>7sP(`dXv0
z>7u4~-`4i;(<+8h<7W#C<IPQ<Z!{vqY1ryz<Z+kXXNZG&?A}Nx(}IE@_Hrpk<05OW
z`Pjv3bLI$a<8{HlZTHup_50V#@-Mfm1f^Wv-ny&3d9G%He*MijH{PQ(#<C@Z<`}jb
zi0SeA6SBGl)En#4TdPgmpS)Q<T^T=#n37O$I?pGiV(iK&)<PM7@UKwBR10FNB`=gc
z{%lc`N4RxdaFd>Dymg1jDIeVv&#Cn_uJtvn_D!qvNvUZ}udQd1YGNf0uyy~V;W`>3
zE<@})?5KRH^mXKZQP47C_sO=4<{Hc!uU7TpZH$=e=Lxl{0kxt|gQiY{uVXq)qiZxH
zJLkg(N8+1jqPr)O^ZPGH4_?YH+Dk6lRB*MuvB{Bm0c#hY2ay?19Z<TlQE52BAfI#Q
ziKB11d;wd-gzH`?FDta8EI>;h{PQu-3o<%n>d%AH(3dYj#CYNx&`?AIMmjS(4KcX5
z9+6wU$dMR~G=}Dpf})X;i-OQaAomwkUIH5`5rrb}+&$L!{K>N)%p4Tc{_7+vKLRa8
zqAfy1<H~Lv>DD{E2Oyy`LI|neM6e!tZ7W!Nrv<yPuXHvUm!!p@8V`S)h^sWgL3A4v
zNTp;UBSS(PSuKo&Z-{Y1NnJ(wDDK?+!~j<#p(j-W{(`{6`cUo{K!Pp~UFj|;zG+|!
z@75VbQi+p-m7uCfNi+crkA&!~!P5C!9ZNtPM7v8(?*!uI?AX2j$ZyR=KfbEB-|@<n
zh?lLEcPI-Oe(KTsYHY3`T8^5CLvp^5?}uR%@tc?S<XY7Em;aKNcP7+$(kaWFez)qs
z_x&z^^~Q%$%kU3Fp@~3Wqfv5Hr3m;7{Tl1w#Hjm=%Ps?P6Rulz=zLQ$kRAmI=PP$G
zyRTmGFEa~*FfpJ41*C#z3Bk~xP%SE&*D0jp@@Oph8`&_81^b{)c(w|;N-u?6JYBS|
zWl$(*4tMZhdRh;~bo##pIQeDJ>VJs@g?w;+FH=5*Rp$xILz=)0UFzl(M)5Ruzk3Ro
zq7+8qcPCtC{^eGm*^H{_+Jt8JLs40@uHp(f3%jZL)#0F@X9}+Ejw8f1mWm8Y`&cuY
z-iM5|$>9O&MuJAaCGC!_wM5B|6Vvox{C=VQMj1qB|BSrMq{RtaDS^WkU0yytJQiG8
zUs_vTx87K_diBz{GU?UG@*PS>fz&#eqYP|J3Xy!jp(e_PV=jZ#z5m3O2r~HP6#(T^
z?QGLj84|v^0(sMV=R4U4oa@&8S!-K2QfHI6__mZqAn}Cbi3{{{N(2vK^`PK!LZG!x
zLT$_D=4)nRRG^=Qb&6DkE1s>J6t0a-2|_Olj}EGz2z|Q-D;Db}q1w>YFP3gTAwC+A
z66dM9Z%q2LwjCi8CR>@RJUyBc&4XXXQI7kD*FB8#{pd%4-~85-_edG<AU8wTeKYPS
zO#dT1aR=Z($ll+<Wmm!x7-vzRDxdHYdkVeF+t!!Cl#ia`Q=hG$IFGdAExVgeA0Nc?
zU?j#$gSMR$aE*{5w&jn}I4`NOrjqzFpBZzhvD7hC3zg{FYLX>E*o;`|u4(i&I2EnE
zNKNu4Ck0ZCzN_=wog|n-9xV|{pAT27On69#Qz6duCcduDJynieAB(q13`5eZ(){T0
z-h>DBgi}CgjuOZ$hskX~K>(nN1Q4rp(?MBtt>~2sV{b&NY9lo%f}bL@JWb{28m0eZ
z^i&9@IhoRDqHhau!`(qkr@(B9lbKX+osy)2{GR~R5iR2diGL2~PU+{}*Lh2hB^w(K
zY>ThhnJpOLFIJc=cW%7gV6i!1bUsM5I7qN{{^a1CxoeTRZ1Hi~B2~E^R?F@BM_m}p
z`P)P&_z6BR!rYecO7|2tuZ2b;N8!3qiJ+X=&Opw{?|91>q$FPm#Ayg1mLYa9=*xBk
zy&0YR-KH#@JGsHj-=mkmNPZ^}|8I2i>F5#QzqMAtyH%*%0ecsncTT}6`9@h4ut)yM
z3QTS24awJFvY@^k95JA>2D0cj*s;7r<zEN=zYcVNi(i-&ul54=7|GB|PAuB05`!Lq
zd0&$D>60@u-q#|4A?fmWn>b&<dQd!{%lX_Y@3~ci0?=zP`Q0=>wwb=e!x)2RZu`sr
zTpaOI1cRqC-z~MLa=JjXoC)?M0s1tNLNA#{<x)w~$W%~WMeyNcMI~bn^23l){j{t%
zjV*5qg0yOL?Mf?*TB3|{zrTH-svgx~{XOhy>KD&21{T!RO{WT}Lf61`;8R=2IjzI<
zut9CGTZ*-r0iLG#^Ka)IP-`=3N0=*1+ok2R{EdB{G6j)&-xvPp-PrvHhYO#Wg;Ut-
zg=B2a-yF_c@xZ9&Q<=pR;MEF><x+w<cO`S=x?8z^*9mkq$&6QVOqFo=eCZgf_&F;$
zImbIN&EG!HGpc`gN^`(iqg_pB=BeIa6Ln^2s3a$xkAXI5@uNw%00oz@H{h)xP2wXH
zcG(b?9OSpC<N^1SSN4<d@RR5ClOM(rT@rsp9iH^?N077Pe%n8@qbQrW!6ceYTcw}y
z=BdHyh#pL2G)7YFVReP3SLM)&yTH+fpgE#mhO=5wuuw*(g^TNpl#soKYy13hVn}*l
zykm*1-ZTHgigov~r#-0!X<`G$5k_`HwSQ>p{$$!0p&)P&h%>Lo^V^qotIqY8H4G4`
zm6-@?nQOIF|Au>}uPX*BI6QJ&YLv1j@J=7+AKsi332>?I(WrqHG}LlyDo!zPJilpU
zeDjqd3n&1%_6e{pYxocM$4OM*yo6O4Id8OqY5i#Y_y$y^CNv=)iktSgH^2YdDeT%R
z?ArXM{<=uj_Fjb29(WPr5oRHQMKTzQpDXMAhNJ<OXbMEA#a^a|c{{sde`e?gVD?X+
z7n@nO*vWLj_&%|OV4in7w+&IYp+BYH{Egtgf=E6+gr%U7q)JDyZ=m21aKz*E%*T`+
z-QUSA*TyY4Km#z7v_Qm^x00M~Rgh24U^PC-I3m+HBIM=;>TuKbD2D?27eqWq-{?Z^
zqqh-4gUFUdWiukOxe?i9h$Pfu-Z6xo-N(s^<)JuMIq9R0?Y+L4t_RPA%qr<tAXz??
z((C;%UuOO45O*eD`Kt!C9?H~^vY`=3fmlPw9IUyezod3br?UXIz$x$m<W)o~8;Ypz
zQs^HfpI(@^?VM<vsXGKJ^M)pAL2=r`LRHBwAxF@!Z6~8PIVkzkbo}d+R<C9(&`T@p
zNganOaljuBlb(58R<4mZt=-+VAl$gBAl#h<Yg8W{*;ita^EwH$9Gcna?9)4Ea_>@W
z)$VT$HJe`Ft@Hg})`<#8b%(Dy<4Mxp;Vz@DrCSsT9*uU*DGNHa6x^My*Xk`&i;Jut
z1-P}u(jkqkjK^8bh#!M4cSg$al)zZzRdjvo*xxq7eFD)CML&=`YahZs2>eXC)+79b
zywKpB8Mp*SK78f^cYmDf1T3W;%bxf!UB+KRjyI@nW?IF^uwvJQ%z(S2s_7(hOO`ca
z&1O1p<F0{`N+aF28+UWZ4X@+7wNlnomJfDg(t9lj-I?^VQET1$=0oxPy7lBA@CN?N
z52PJ}fb%I-q!-oJE!Kr<OGZ6GFCIh0&x4cShd;r$sScqjzzSRxO9&S^sWT4pO$_ok
zVli-#&8Qno<;EyB6w&C+>^0c;yCKc1VTx7B$Mv4T9fQZF{`NN>LmoV^xp`B%MnbAa
zd{k;=Vtg`GA4=-j2GdGRqj-@<!72Ou1z8~-H*4a$k-lW(=wNsB{8PL4?A+6|f)j=u
z*Aj**U}L9S2XAE?FU~So4iFh{36~uaHj~`}4XE?uUSDzC@>j32fVWrMU!{bWatQHd
z0T?novARXG&vjo@T`R_$V7J@3Q&A!H@}=+|h&D264R!+uP76K)`gOqOfav-8+LWA@
znRXitkwXL0;>f}PkrvgAT{|kuZt=&Swjb#3<Ns~`8G@A(yf;QKCWlas?(2B$iq{}p
zqsJRU+=_1*V%mdYB_hVRafrG)n;182;8k7o53PdDN?Q)n@%iy8HM8rUBPsbnLk0D;
z-dPVSRO*#R^_rRoWA`cjFV9ch4htC#P2VqFoX;A#=IYdG<Qt@LJGxQ}z}V#cdJKlh
zYW1bO=!CVRFt`)gf+FD@536&MXJu*dwcGsH{`s@q1@*;gw!@bE(^<c~S{7XAR>7a8
z^Fc}l1+E{n>i>L)&OEaBU(3x*SGPLuWQ7l0rQ5&r6wlgzjhOl4!-!MC9AIzF4jr&D
zvrh$B`!0->4*KipTuT`HN*dHS^4phv+x<R2YQ9ikR<$$L*4Fc$3#OqSK!!U!#1{dC
zbL`&r!u|q&YyBf+<Dscc^Tqi2;E%Wo1%|Kz($~hLFMr=qevpSdQI@X)n^yYmiOva#
zX2y!{xdT%Zy<HC31`7_C%3IZ9d)1<Q;#F+bZW-<|3ObUc(~_!99$)?)^v6g)O_d#e
z;^%8TG3S_maOTu9X5dp*bE@UvJ{>*&*+<X!F{n<X(Ti-R?#ignI}O+qlW0npYzp!V
zOc8Hlk!oO;ko`ZpzB`!h|Bv4YQ7MVmE)ugvjaKcE#HM_VR@I(GRc*D!9;GO%R;^mK
zsl9jYQF~LX_Ffgq@BRJV{r>#jz3+1Vkht@Dzw>-P=7VQqyP{&-tA9l#{t);%PS`t6
z6uOTV|I{rD!GR@pYyt|xR_Q2hKSl2h{m011pHfn)|K47I|6q<elUeGlLHgXg>29s(
zgY$p%a{qkPYi?4`ZjvdlQV)-6XBbTDc}H#CW6uvvQ>AzJFGA<yHw}X&DHO#HV_d~y
z8(xBQ`>;5u{5-JBSni{!DA!410eq4vA{B-;T4#&qL=ZVKSs8O&%l^l8vwD@GdPj`p
zitq-E0Mc}=e{+E&$k=|g%l*iyr{DUmB?;OI@u#9sLPc%LN8bYh{!%mog^mrhwrtC}
z8_X7N8(to{?av@Pyf#J(EHe~PYpp<5n<f&ibN?#2M`r|v{+6f;xhn;+5PbqES~D?D
zV1uy?hAR_Ne`a(R5l$#Zz=Hkz$R3Sq#ZnM6vhlAg8V^RwD!?4o;0*|J3nfiDc_{_7
zA-8(Heqt!8*-J~~G7f6_1HNK}{Ur4Q7gf0SIy_|nUh`7Mw&-7J^FODp#D_-0%kB=h
zS@{RsHC_ozq41hXOlt{FMPt!@(QVmn(r>>0-0UV1T#|ZN`*QIeDMaf|{Wuw0HdZ93
zW$)Euk3n^=Xl>$B@hk!PA6uRFjs7OyFZE)Y6rbHc@l5l&Xz@5JbC1+V$N82>K^~s!
zD{#TWi`GDF=l3q4-#Pmpb*p%skm#JsnK7+|MMQ*@-hKI13l<ayZ3huuhxJA}VzM{E
zl|H>>A;U1H2{_RZ>m!D&t*5Lgc35zmI@RZ`%D(oKRl`?Z;z`B<1Mtw_vLksRl=+?P
z^b%1=#8o~Z3Qp3ygmD3LvGT1heK<O8B1LUtrSU+1H1MLGMMu<A3`z^l0ew@2h$qu}
zu}SZ}_L^Cp7`^4r@{W^pM?vH}{?#P4{UdArh`N-5-f)0V9bJgwz7%xoZwz!iUy!^t
z;&u|&VigY%{^Jk7^3Zj05!hN^x87QLW3grRX3LcDx~-$qrtc3)B<-+)AZED9Q_W@T
zi6Aja8sxq5vnUs9xzX2;=qX8PR0v42c<*!}u*<>fPT6XA_IEQSuu66x)uhP6Yvsb(
zgFKuWv|;hLouWUp@T<J*@KL{KRgv#$DIG~>4rFnJBG-Sd#)SylGBb#;%=pK#o`Vp8
z<}%Gmg~&b8v=Wk40?8KIu!GK#rdWU7z$x+6CaY&e#B1Q092CxstLLbD>xF}z8XF8V
zg+yTeDTw`Ql`o)4(kMEx?RqBV*f82J>1afI$?eZSG(F{0Ut(6L>7gpm>k)DMnuCsv
z%WjG+b&J2K&xz6_Ui={M>2<A5Xst+&5*9%FVw#X__&zmH-_8*%CKmJP`&Uvt3iJ;M
z5dc2VgO>D;tmazSJ&CtFnzbmH#Z#{IdspbfSV|(0Y<8@1wyA6ZU+`-}Y4UT;yXN9C
z#*bqNfgY2)pACs*VW7ZQVv#(_Rb)uZ-w~E<cto5cdz>me5e-bNgIkb<xB;Pz3y?=>
zE5pp0wLk$qW}}%Lqkl$O|CgO)10p3?YX`70G7vR-v@FsTb;TN|^2oWp!Sq9x|Cj8R
z?0ZWmzgY@T(i?b|@={tvyl}%k0V{AUAMupIO~|~L(!5vKOhfmq_^)|!j+t4mIXzDF
z9$)-EU);Xtsa$r++oo!#;xA@ZA%4Nh{PkG0w6d;nY(Mg<Q2FN3b0F~SRa~eCcb^AO
zwwg^qEISXP%P1BDb4jFikwte965T>y2pzzCI|b4<IMOz>!dK~D%c#A;tppqgJtRTe
z^xoL?-vDEyCT=C7$5`_yC^)h*I6kiKdp7+FSklw%fgU;=+y2r=H~~pdRt9L1_N%c4
zSToL;erJA8KY&ab8RF{f=IQR{Y47Ig>0`UQ`kH(LD!Ya=d(s1a4(u?wg4aY8t$<O2
z)`<s?=p5z>`(NtABNrFhmv!PV+mMbGX4tm8o}s+<fzod12GsB$ujl9y1c2lRN!P&O
zRh|E`-x+q3EO3%Y=VoEipfAWr${=o)Qr$%I7oQ_E<3AB$Gr8gUoba-eSmhNkpzq;f
zAm!2Hz-Aho7NXms5BRDFN?du~pB0+!g*3DFhLuG3_``S7h8PXeGOtCvVL}4M^G)vs
z{mKt7!p6d)o6-OIwhz-I>-O)ugR$ig``-a7=a$#YzQ=w+cW^iHL>CXiEXsFeVjKK0
zw!Nmdy)6l`(tWIranpxt`p8)NCTZ3J0U0uCdEF{FPaxT8A@sO_(wXnlo#&!r<hV-3
zy+XNM=wtcl9a)g<n4WsiE3FPS#V(Zjx5Qq?NjF~VSEtX*2qxP&@8SYdnaP4-0(9vi
z?R;bqv5uw!glrTv^bG=wXpYjg=WPA6vthgYYB#)8DB<3d`1o?2I5!>LlkrJ1p{YnA
z(f?|y2VH9fj$HZ9FH2v;HJPcj>F$puz{V3(X5zn0nZ!0X=9rc@t!wJce%|?LA)NZ(
z#H(+`MG`u#*RI4l|J2qJv+`1Y4#k$lX65l&GZtw~>M|E`Bda_+O+DL7<MwcYXYcF#
z7L$+PM^I6GCKPT@Hy|=B^7+;;y)Rm)Pe<ri9ySNI=wh*p@|U(Wcwl9~V5P@ssh>Fv
zHif>;Yxt2T@ndv{fSpgxl|VeREf}H-bP(<4Ag(jNS!Uk(233~%ThL=$B>%2R-j+M;
zU3LH+D<k>tBu(JNI+2d$?U$S%$3cxb;YD?@72uRq*8~b)nCEUVa=-^)@d+8#4_cD6
z9+LwHwEQl#HR&&WVs>_7MsKqB%4`8yURn6F0!<RkB^hiK`HdKS4GxCShzSG9F=U_>
zusxs19(?B7b>_M%B32B<k3mhsV0HB5KZuC1o$^FkzlMqiI*W*}0_fai5ZJbn{66Sa
zfX25N-7jD1j)I6pW0>e_slg8c7-&7x?RjD;`pWG1BqY*vOJF@sDCW!C1MMF1$cj<Y
zROy&RPf9+2FjwBJT9g<NV@-w?jEn+MPSm6$J{}hk1?wRpI;JJJvK)LV`sBqaaT~Gr
zDKQDpV3XkfVTj46+s?hR){f*Qz#1wmODQ<8rU70YRDnOo_AYJX4VD@4j+`4p=SNfY
zzQr`~pGny3SAPcIYV`ebA9aHL*_WE!&JhjrfD+j0YYe*HkaOLxD79j*8q+Z|?tMzw
z)-%L_$?3B^88T(RSDL}Zk7Lsn)*aMOIj`ReT_-DglHNl`roYTM7oUAQCA4Av&@j|z
z(Mo+<?-+gr&2XuX0Pn7S#ik8tmY8+C$M$~1US81xbdKVcnIfLRJ2#Ix>^NqgLKt@<
zRz0{18E%L7{+mXsxg6cL{$mWsPvO=uZ!ki5e|M?qL!5$3wn{rDYEAOvDzQ^MmiW4w
zY*8WJ*rEcHq#({Is{X09W8|z&t1SLCpV#%j!Ef2|0*XsySzHtto9pLzVa&A<_!itX
z{}y1h^o#F2MQ{H4+eWsenxP)n56_(c^at*UC${y=JVUk}L5`q;nQ4HU_P*!JIVgHf
zaBNg){OMrG2{_O5@hP3lW2+6b4gH=z-g2KW!I|aR33n5aN!t%*lGyMomhay<m|0nv
z+mx2QFUZX<;>pkD$Ym8M<$svX&zr-_TTt}KHiygX2cLyQ=89DwqfOa^jkk$32Myfp
zIX~I<9j&{+1Tn`9@8iyU#x9{@NFR4xC-mztzXsup-OdWS<xXs*y8y=L=H!>CKswr(
z*zf9=A*zi4e{^wPc9>PW+F4ZbWF0OOrT!Olb+pQ?v*hQYu};ATJ2Z)D4r-DmlzEc=
z)#A`3ZUAlyBfSbUDaUwRT+}`+%RqWv-_4U+xIP~n+Jcr6`dzK|gdCRMm2UDlIXL=k
zkWY!gI=Ws?%1QDc9zK|zck#3SHF~ibzj&@RU&~}yxL{z=VBvx`QTX8gR^MAo8v>mC
zqsTOyw1O$@%t2gNOJxG{mu<<~^*slE=_Lafd(5w))n*NQ=<UgEwP>p}llSG>?Tz)}
z^6k~;2DDWgb2c9Djg)G-U7tD+`>JT4A?~t2`uTYyc;s@QerMrBW&N7G@4)uIDWOj#
z)&_GUZm!0E4<wcs#TOQx8h&oP_P%XTOlelvY24+3KATS4vt>BgWn7watI6M0bKlx7
zjgJ4utTe9=t$ub`QU)&|?bMvrc{OI-P|;Xvn^|LT^6ut%|8@&}xh&(mxn2EE050R-
z<mG{%o)=9wuD@E@>l<tT2B^_KOuek4dGlW7(~ocnH~DEFh3mkXo7#Dm%7>q7&QDdG
z1l4{{k5o+$RZkDOPYk&K9&s1(UzgZ<Bl*{I)&g%@_GLHQWZg`g#%`KvcQ%!wvW(-v
z(rq($isJI77AH9K&r)ODU2^B((ynDpU!p<y@~kIEZg#ct-fc}tV+|ly^45D+mpswP
zC|Z~KtUkq*%<T6%IjEz2ECd0|At#$4S}mUcd-oPPw@yw*krX(#QZV*6XKcNA_D}ZY
zPTt}{>G<}K`HkG^{r9757Bjo=nifZ@mY3}iqdrQRB&x9+!-yiIc9<PY;QNcx+QkQf
z>%>*kdl2_Iy4AZU08R+pOJtxd1c5Bm$8!S6abH_^IP5EjJm@#oou$|4t5}-g<p@iB
zJU5|Oz{3}sZL(>qAs}^fXDU#9TfVh+APVgtE(U3a*`P@O<={h#k0J$6*(3w+#X`%Y
z0M{~^to*vX5u5chN!w?V&K$fa=3Ik?{-var5BM!(V~Mw)V@o0(lZ$()>KsJ|fBI*9
zltq4_@g!6xt^(zRP=WiOc#|>6Ua^9hQA)o?JBQz(G$jeibHfRS%uyioU|GZp49OCP
zeg#`+3$J|EMx04js$*reoZ$PNXRBwkDb?V_!2yt0{uBgm6gC*ma*e&$M9Xz!v~34c
zYX67#lmWiDc2&=0ZG5TcuvS=VcIwCo+W-CFpM&Hs%ZCXWyXAkG&70_X+TPo#og2Q?
z!|Iod?+Y8|Uwh_f{rTYAUDEJW6E<C&U|7V@M#S_-(e26S)X8o!1<|5NdwYH+4V~4Y
z!oXCWYf;gS#hC=+7gF{wiB<{7J`=h~3kCxq_QXIg_oD}K0$(_cc>a^;R&9%Defdn-
z=_~mfKV8qg`j;>lZlu>U0o!Myw!!j<l>>?(#0~+D)mK_gi$Rf9T??&oF9#9+A>1*C
znTzB|&g#mM^cgU#qr9$qhoEvQ0oIu;puAj;E7{O^?C`@I6L}DuDK!y<o6vDsGj4fX
z-bR@4_kGu=!dLQh|JL5JDrrx{)$T9^OV4m;Nyf?5c7tnwfu=&e9L`+&oT^pIg(-x`
z&L_tm$22QnB?!kQj#ATTzi!m`VQ3|wn^yhsL57z0fb+Sy*>HC@=VQoM)K+JQCuD2n
z8}h3si_rZ99zmh;Cjq3OBSClC&NRI<m=#l=9>+C-+;;?^qY-O?&eIn}`%_nu$lAGS
z@{skur1_?yKxDeqWd~RhmfNt9lrmNu3<FL>;~4r=6WRHgv0=9A2$M!t%F=1r20cxt
z<4<a|X<z7$^;Cl-Z*M&veJV7#0x!?>{{my3x|`pNg!L0~aI#9^j<)e%ao|cb#1h|s
zXV8h0fY)4DV!JD<UoM}&(JvQ=lq_ubO0%-zoE)UAXI|p2(kuE>hlGlQPdM=ZAKC`j
zjtelZ2_$5D@n4MWK3pX3mY5B;o-nGSP8SRp8I2F(1JMK^-hs8ZfHOaVK!?c*=*h>B
zbtQz;X{)l*caawWzjeaUg~(APBOQ|>)jEQPqeju;v}CJ~8&uFZLLJm7K>&;d$RURb
zQU=}2qGnVDq0wsou&UjAZ%OWNYu@_{T4Oy6bUG^_A-V?7xoPzxiz9Okz&O@8v|yap
zqmL?Lwpp5FValUCPM9a$CJGD!ZX^!UI`9{K7=v5XM+{lb38eNoy3#48#_3aq)5o6`
zF|`5s>BNXfv??{5Dm7LSB3xbTk@S$DNB>s_Gx`GZTjvhq28<NeGofKHd4qsGT2g(w
z0`CP8<(a~Q1UVMVF_|miJ-DD>lAeqvHt1)u7&!w{Y~VQ%iDnCTJS9#*D$89Hk70qV
z?m}l{Tj!-6=OxCIC4V>>o*-V}+3`9A5JOhbjbbw&uSOjQ5%)lAoMor}pY4UM2GA6q
zg(U748{}1oYFN;e&5_%0yfGBS67|E^>-2K#Uvr4-b&2cAiv!UTWW;`LICQw%6LJ<m
z^a_{?(7ItewP}xY*KUDlpyrDF29zG@Sm-P#_OgCfr=H3W@fGQ~Q@SGZy4&Jzr@+*S
z0s1;<l-%1a8*5gQ+9d(yW))zdGSSn*0Dog2UB7k~&+k>+r=NG6$5Kuz^vRFsKKjGs
z+`ecNBIye(=?kqGer(bgZ6p`aCB3CiewX;#=6(6Zl1=Ul`x3~NS$ql3O0tuW44E_`
zk*s|r7n$!?MAwzKIA7EGt8@Um8umWmzh?BX@9wu7tyAI-XyX&V8M-wg`dvx-!&+oJ
z9;Lk!u$~#j-5&N^mNG9ymNF+~Ujy<$4Kkm~NIoCiIBI3ti~9X<|4w_eQ$PV3+wWTO
zg+~4fms79H6Vz8W<S#>k`Db*I9%=}pPZLd5Q~~8$34&j!rsz!axtsL$OzRg^jU(O|
zW;Zd(F4zUaSU#|_{0&68!DOYFI;7Irq|!8DtivOG^+3A|G{vXFE18@hGx`<w^fOiM
z%Y+Y_0jqTV0bVIoJzjTcdw$f=&JJHF7?-{wTuPm~akv95{Y3dLD$-8<<G!lK&Vb6Y
zR%~-V2gcE2EZ}3DT&ik}-I7Of16E$WJEDZ<;X7W9$@daQx^4|EJ8HL9WImqG@474a
z-h_#M*%RQMF^ZGcjGapTHt~gO`SZO=rdpPUiNYs-1!pzOf9+rF+3BsACR&5P0YJv<
z2bOwSmijx^um9$z200QOWqva+{$dv#XQ}+yCZB$lzO!~zw(_%x5AWw#sMn5@gzb~L
z!ZCfGv6TMLDXOcCAG3DIce75>>io(&`~+)Y6B2F*&pX<uK?&hS!LdJQB&4p*KYeQB
zX@k=G!(W}SUzewikX1&FI5G%m;RrefT<hz@abYTeWeW#(?GOBjm;ky(NdidCY|4MW
zt8{^lnXa|5-UsMG%&67Y<mSrw>dN#g0TJ32-Np^bxcmU1q9eDvCzrx(OO^%}jsjR5
zX?|m)O3dhHXEhY$x3Z<XwWYhU_F{8Ghoc`}SH~ePCO<n9{QC7Yzg~mw*u6Gr*E&RG
zv;H}K65SI)ft)aNiGmypbH$T@&rTxjosX%#sJY0PDQ*4QvIwz9m`S7>^zI`fv;Ge2
zd*OJ0OxuYWSI%+R2>vTdO}rTO1Udovi@I0pk5b|<kdyg{7EgQPNyu!|gFfYdI3KEV
zm^wOjo}kt+2**1Asm^WL#J9cq-JZz}oi*`II$YEBcYYLxUAQV+0h@2Upzpjot~_2d
zPdZTZsmnLME8YA<KxpyHL;K#0W9SiY-tA=k2*-ihiFy*&Xy+7p6L;U9`JC^zksrSc
z=kg`pf%;qnM9kH@3Cwn5!q*o3-{pzrKIBSsbo>#qSuEEI*fP<|mxL}9^Uv}g%5RcU
zpeXr_5zrKtqb{J1tH-*?{=!F)^}{&hg;DbM>7lxtgZKx~jJeiJ6$rYeBH`UtGQ<Qo
z*nSD+XJ<P{tX|V4NG4A-D;`73Z`F>WRf70HDI#Kx78D>dyCx=Hd<Ga<n7Yi;)PW>B
zN@jMSziv;Ws0|1E2ZpPoA{{sno!fQZafT=WW|nH53AOXH;;2t{Lu!P`*QxaS^ndB!
z{n+`@|CUF&pzmXW@|{9u@&eUTov->u`3Sp0uDAL5D`urs>o%~hck%aEE4bN<zf1X+
zSMMzxY<lOr%QX6|PcCLbW0YikFx#C!cP&N^qi+B0hb?C``5sfBY+mM<IT_#L5{{q_
z#<#%C7F7fstWc9oVDzs&G;a0=LmZY`F_KRlDFfh3QCVnuG2lg=teE^J>=FRfu$^TV
z4j2~i+wqx!d<Tp#cIQ`ED+Y5peMo>b^!;E>ebl+eYu(B$?S{uzNXmuTr!zJA*^NxH
zOA5gE;ET2U9S6fdiA(Zpgqe01yb5w{%d_ls)sHXK>!sf?FmrO3ghUKo9}jstse3w=
zkLtsgt6A$?*<3~vn~2>M!VLQVJD)UOSoS;}Joq)OfxEccNzFL?)a>>20{83EA*0#%
z{OmFVetWfku;x7tUuyEfpL82oj~I$Oum4H+-MVp4-#?HXU-E6pU2}ag@91)KT{8^v
zhf7EbxVqhSuS&OlCpD!FWTAPPbmmD@(0K3gP}bT@&(F&=d_VMYxJ(|tSSuL{d$0?x
zo!Tp1k}CgES=-dq=xU+V7drgAvh>pi@ucugs)5GEh0%hj$8J~OLw5Go<@#G(qml#5
z0>*P|>gRL1!wiWJZx5r{-&6R~aDJNQ{^FEH(r!H4GW_<SrjI`{BHHTsLa{=Gv?5U=
zVoGBBgO_+TDan7K3Z*^W_FS=SqW2N7S;_{z3yI{5x!LGZtf@YO%{={Xy|m<>soqKQ
zToW(z2K2+ktw+IWcSK7D<p-(RNsqF|9aW35qr51KkP7ed>C0bUZlPkrH~N!}srGIn
z#ZFIWb}TiwENA}O0*7KJQ1ERaEt&3j#bSghEorphPl!D9_j>mHdiLVq;zf|tn7z~F
zTes==mlL~ZzYmEnR^HVOjTDS5=O9Pz5WVJGUPX(nBHps^FM~UjA&t^zAG|v=*9qUi
zK{Ij%oh^c4?T$(vQg;;_)Rcn<5TJ}ZOy-ybUXXlOfQ=|wW_Zxp!Fb3O?KM#*pw9{u
zi}GT1R03(kWPaWAjedB|qH%%z%;X>Ulm*19t-|z2UKIiQ7SDwG_M%T&HSNEU6f#Yi
zWBCJ_lNgyb4JJ@)Y{X;GADFVdd>gBCFx>e&|AvCea3s1fMxigVF^$eULfL*VcOhwv
zJ3vTa1KmqE5R@T{-f9bR$qtY+9Q;^EP(zp|=S8o@h?4N9Bq4f%C2laEU8Qqji^ceN
zUV7H``zP%YD8OE$P02nJaI841+#?GZ$o-)!lGjca!K;}=;6_fsibB8KS}x>nGBWU?
zBQ<+w?=z}>{C+;~P(lQGFn8kXJ_MDno<UBq<43``tmEUFp2Hep-|6uyvfmWs*{k#X
z%F?RVi*?~PMfJ;-8^)(r{xEk&(M5X#5-p(chyAlbwcyk5dm_W%8Y(5L<wcf$EP7bK
z+xD<kJ)B5bSkiWFY*-O-ePuUXPx3;lu+rX67WPLX6gJ)Fh7!q>9q;}^(Wk2#=XkFy
zfy0=)C%@d^rJCc|R;6RoTp2t0r>;oBNtZyDx-E#__bpq1|1ai#R5`{!G&b|+HaZDq
zN<wJyqTmkb?Q7C1#aKXCy$&dA5vMfSSXPEF$d&d-E!Ka0LxJnQ@5sYzBjpRY$}v0y
z0a?ZH&pJFB+j<#z`GaHm1^q?ai%SpH(XoWgPHs>D*&^ho^uAn8cbP-PSrO&Q%*sa6
zh9!-|8z$SF-I9{cg2xX0>_2#UikqyeLGTO$$zRTGPzZqZyzZ62tj2jlXoo|F!5r{S
z!J#+iX`O9iVV~2JBcdZBLa7Ej(;WULw`Q?-oKY~dlk*V+71<obcBYwf>j|->I+>-U
z`Y+{CG*SrxIS?{QH0p0zY#?IO1cCQQ5m5m?`p>$-n9K|c{31ircJkKKq12JPx_)EX
zp3f1HTLMOc)?-Yeo>A0zg43U)v}AmRdj6SSU~)hI5GVYR^)WGjd(sa?Ah~y@r@_Q^
z%o$R%O6nE4hsphhc_g6vmf@YT0nHzkVKV0ej*=hDP-h>JG_A%XW%aJDjgw;z?*PV@
zR$RcprKED~k4vS$4z`=3dYD}t7zo%70K^tfMCgajRF_B?A8;U*9SF7r-^2W3xx3LY
zbG86P=o>W`)rUH2P(nOHuM6>n#p}*v;25LK=rss~#K?0giH?ZBi$$PdMu2Ykua+~A
zqSKe2^jPBaWBp1@CJo@8Nt8#F2cmGSU#PQQrl_<7YB50u*@sENL1ZB56To+0fbEp%
zK+6AyC_X`8VMCAaHEW6`ym;nOEgu^k)f!hE6Pg{<Qkaqa!N0^W_NP<qSH0K_1yuPL
zhooxvoNDic>gQF}7E#qkY1M8`pA?8bdInOgfX6}a);!*QfBn4E#^sjm#iF3aK1^=t
zoOGw%t1v)<hfrU&3kyLCiz9UykO&yhQ<?rpOZ}C`s$z8{M5JbQ1JCRGR2uqK5qKa?
z4H+(>5+R`)fhtIalbxc(-2wp)g%(&5_TU96aF{njR`^<W_yrBg5%C4|WCg%>{r^W)
zt*p`=*!~8n$`0s%AI&MrvoB6MJ~+z)c6`p}VOeKBfMtm+4L$)&x4)Sq!lt~tn$SHi
zV8gfl=nV@qajZ~vsZ@4;OtbZxr@w-_A9z2qpL_v81{lUPWHXGDt@wH0Re(+u4X`F9
zRw|p~5#9Z4Lp?kL!(1Z)p(du-w%q>C+|Z66JwsVNLzGwOpszvNIMX^tXe;cs6~zWX
zR~I`gZb08f0G4w-Eu`m59ITjwA)AdkkL!LGKV2>>{Ch4eza%O1dqPf8LUvi2Vh7Y#
zyl2NVkCDVGMPXB)lXmXGV>c1~ZS7SsaT`>);JTf<#~3yQEJ-spp7S*~Gj9Lp+^@x5
zZzPHQ{z9CWT9$H=U2aN$EwPS>B|J*Dt-Y&Ft`8li9SF@YL8h^IiLviFDqdwpg$FTE
zfuFKn<SX6H3p-SYEXUKfNDA9MOfOWVMpr4_2rK-X2=#WLJbw)Nz<bAW_`H&xOujDU
zKmV+T{F?0el&I>!;E1a7^d$cVgj)N`S7XX^N~Vs5Vp+rDOhj-d84;K^xPDf_L#)d~
zob#$)&~HWOb$40ihmeL99-}cgMQt|Plen7x%3)jbCH=zoe<`1Pydr3OwrgnX`9E|U
z^KamcQv+{nf=Q+nOC7@RI7GzkC`at}DbJ<H*RUg9G_;17;+ooj2L`=S2;+So{pt(L
zyrEZ<*V^$;<$YirnM$}H;1d1ny_lh16UG9U{--zqTeVayPwzdJ&NP_<n}X43{#^Rm
zKl0=Eua<@Jnu(#p-ae`2C5~y@BjR$fuX0{4OK=<XN8TJa7Xiz&`xL@}@BZH1iTig)
ziNwNwpua&8aMwwT3ZHPI>&z_btWx^YQdl8Zt1-=bke&a>DCA(1X558VEC{=z64i`2
z3aZQeUf|z+#F*+<R6IrG_c|1?QOT^mX;K{Upt$zDi|~>9=Og9Sw6Fqq1=2Xa8GQp3
zMA`l1te@Ht0+~XSnvQfJ$wpF1FnKo;1p$$N<*Je>KLsk49s={UBH5!5gfJ4N1frx{
z{hxA_MGX;)8C_i+-&D9l6WhYeeE{KQ+elf*ul%k7-jPoBfg!%`KF;A`*1`T7dv1tY
z%j*iVRlv3*=q>|UOH(+Dg8XIJ8h?`Q=_45BAVS>vnAD4@LGP~XPx^?=jxdLC!7-np
z<4$}5#$Qy;@}r;=j%2Tdvydi_EKGwk2?Yv#=AKlE^0QX-j1*bDjIPyC6U7JmbSoe3
z_YA;sg3c&8X{%m9Z0m!U;^{&phs~Z<#S^(t<Pdjtv8Hd!AT-3)q8@`JRwT!@f?^!_
zFqU%vPFv59-KFv6hjG!MPe@A>ud0pK2GahlwC(f<94tcDSBPWJ$p|8|lQ+t62Cj6Y
z9Ae9>JBsH$K0Cy!dZ)o8C(<e`Y3PRGgn`)UpqNoDKlY7?Pkz|QO_SI%9;eZr7f|>{
zdYYGRCbDS6=+4G#`s><wheg+-+Z#jDgZEA2+ZMObt2L?dgwMD&nb4pQk73Dm%Q0T?
z75Ho1G!m<8^2bX5S_yC3dL^)XxB>4uCjOzFRB4@L3lKDdL*I@V@LX0tC8@4qc#|_|
z0tO^>E6{1MHiH}t#f3THQB^3xQF9VBcrW0d{=e<p&d1M$h`%65g@!FGjh|wu9zrCM
zqRZqh8%1ABsP)+iaA>ruzMRUe=JSD<8q*z`%l*pBY8nH;|Io7yTKHSGKaS|5c~L^w
ztHSV-mtSAM&qUZ|v2K{(9fFcN$%xcz8S5}mF>f&3qzsH4*tK{T<8MB9wk}GXUaWRQ
zmrZVuI?tiVB^GZ#%-&arW&FkZkOLBBjKAnCGI8?zegbuf{U0T=5e6+=YE=T3(#@d(
zQ3tct^G0_EE}(KNoa|8`{S9h(#vm!>3667c3?Nll@=OW*u1GfaPb;R8(al$@`vRIc
z$HUrRwSImc`?HH<aQk$Oj~m%)806PMy0p*k8ScTu3uDQK-TthA=QlT|C*4QG7ec=3
z4;yx)t90NtL~k`4zBiQDKFu$B*4!*sPZDafQbo;GMf1?zUU|_txjH}Z$Z@<Uo>@oE
z*X=85qkYEG>D5Vu2}@K9#?N7IW38fgq-P0#c5ptf+uA-8>8){K(uleJvp?n{8m3_)
z?zjG@#n<`<99nb!ZF^6Ad`Wm>?#aTOQ$@+Us-NCfMK|WUTi4MwLVTZoF}|am)TNku
zwfAGOF2BXj#J9WRq5(4BSbDJ2T3&MV^4)3sTuGyd&YAtAZGIlRk%4zX>vUCgwC4$l
z=MHmHGo!AR*7LpTzO^ymJe+YIWz(gt&6vZ^?+zxwin2R75c6L~U6b`MVEWwO=yv;Y
zoVyw@D>JO}-w`20JUwra&GTj($Tu68{YOGWkM384AVaPO%~B7)v+2fDux#e0(>{>m
zQ<WNo7=ChLI{(Rh?woc8S%~5#GTRGLa<KZ_UYW2On*GiwmF2+B<3ssrcOR}+uF+3s
z;@rc!vn2WiB3%DVl;dE8a{2S$<@?)Hw3f>&Z?tx8n`Y6_%5Jnn(Rad^sAr9-)gCA{
z17-4#g4r+OW|65{k*Q|9U5lCBMy=iI&~Br$Nx8Dc7p>#-<@3{ZzeaMVmvaQ#s*t^Q
zh#7P1@W}(g`R3J&8#X3V_HP$TtMU>QiXEm9YcXrVj<>K)Ls<JbKS~U-16!?xc6&OA
zb-mS~=Pr+0ySp3+F{KU=1Bu(;e9yb1qS{plmj`v+rwaEdV?SQf1UXStku9&O;C{su
zbAixgmMq~+8h89-qd<ZY9L}&X0wO9`31N>k6pWlmm>@IeIw+)VhTsP9;I98N<PUGw
zCIFAFl~HpUa;xPGPj++_DNLx;=?6Q9@aRJBKdRS;VK|YLh%OuZGv)s#y7!cyg%d{S
zTL-tBxq?_VPl+k(u>m<xGjrG;nsbOcgRa492r@iMoD&d*ttn;QBm78}$x7&TPb9~X
zN4>e~$^O&9xPrlkS6^J3B@VgJ2u6_whq<fr>Ob=r>dS8Se!r_X!qQ7LYFEj_TYBJL
z4>IgJ_p<V@sXo6Sig9e2pHidDqw;5y*v(@6gPxzdDG_#0Ejko&Xc>R$_5cA&kj=Df
zfV`b^Epw8(G^@{Ymfhh!ocy|6#M=y(`kuF9ufDX%SMOfvVjs`iHKd*_$|Gdo<{EQy
zwkx=4VX;&FJK<e!-?RwFXYCZ%=4Z(~D$}AI*$Etm0uimG<k>KmUrD^z1p3(m8-WfH
z{yWeWe!5E8ksufU&9G-}Q1lh`b(jk^9%UOq{}q^t>4!O_ZG$oN|3SpR(t7dJSp5&_
zK+$_Uaj~q12{|pv9WPnm_Zfb8ZLECKn6xJvw<nqsMLW!SeV5ZK<G&+`FJz#OEsjA?
zl?&okm&fA%2w0f5+(mxqK?s^Yf_3ppz^AMw9b9Sm!9_A<qSK~gyO;h!p=youQ$_P^
z+jmpS$0v8nEBH*B65cHlO^Kf-3XT|&ednh)i|u0KBDEs*vhpfG2fmQtq8B9erq0^`
zpYC}(3GrG+&`*8fNSN<-`kCvxx>qqo`6}Qg9g5{;z(!{<@$qP@JcyoH8z%pr$oK&>
z8w_wXhORK%u5}6szPuv+)YK7QYT8EA$rLJnn!F{D*64WL)cu_Hu~DV}n{A>*1x><s
zv5W|NN_N1OKiKLo`m>x{A*C9f%_zwK&K6H>AJ<_~B_p91<43z#mE{=y_D&aO9;vy+
zch3QO+-^verdGE#W)UD$BG(Umx%MmGSRY`%!$LI7Lj~#x-fU!ezL9Ae5Axy!RMI=%
z79CG<@z?Ng7*>Nm6uBD&u-JlFVF5{*2&)c2EFuWRy>V-S&|I(yK>78U*bi|HmPdSK
z=xuj{t-zJh{IY3egskL_+&~(HDZw?uxJ_BU*q@39of&%z#6@J%^rh3QA>@T@6vp4m
zj{}{vWC8jJ?YB;v0>Oeh!M|;QOGPD@Mm0-LrAH<Ees&eAYpf(P*N9H;`AbxBWcK~2
zY`Tx;)E}+xMJKc0Yg87Cdj8n5WWtMk7D3~QROdtzR};AGqa=e&t=CKiewwbsAK%KB
zG_e;iu$35QmoQlr@0phruNCwCDH#H=p?k$Z;A@uwL$@B|y$vW;o<vrUK5Hmr`#((_
zfU=q5Ggr#^W3WLfkJ(^_njqF)Vy(pUSBafyaw2F4{Uvl1yYg6l1=tHv<bhIT#I&Z5
zNZVNoj)Nl8f+2v77{F#v(4+%ku`k^lP@xsDAr5s6W!ZUpV5@DPa{_*%q@eW(Lx4vm
zAYZFOlAf2gcM7~>B;%Vly8MMDhLM>~b&L7`Pp4ubF!Q>bwYc~mjFt={9~YvK@<k_<
z0#JMP!(Y}BA{~p49g9w7>n1$KCOyTTd5BkEiMb^@ZI`Tw7<RvF3LR1NU%vMRS?r3s
zGOLc9VHCYXsKL#8vJP>2c1^Sv=GX>JvBYK;rRC(O6_>@?W~P|sB)%z5f1jQHuJE%%
zo}NvXj@^%+?W)$_tL^JQ8HbeMxFmyyE<z_kevVv6K?>g=L^YS&pAuc0F0by6Mr_Dw
z_`h(-bTNs2j`x}lfYmZ*9TZ%%5`Ai(q1*q7oT5AG%nJ6GiwFpdZ|^6SvzYmOHu{}m
zRY{0F+Dd_??_(g-aFj#>gBwD~8Kbyvs<_^ArmP8T)b21XoV&PMIjC!^N%GILX`NGE
z9$Gb~VP)yIB%-pmrnZVE3l6J^`<_z#B`~<6s=RbYzuJv=UH4d(Z;g7x?Eb11&88I)
zM%5NVD_=LO;5oy2C6@cuX`mE!h4vf*;D|Z4cN84KYHzwrXma;;HVlQSecfKl-L1-2
zKa1mwdTKXxn)d#=)VG0Kslq^?n&7MHP_VFk$g^LewVd*9xn1v{Yb>OHsbm-R)%Dvv
z=qUE>7QcCZN|{K*#KS9QXzWp!{a5+T@mRmPn6$Q*YeCadTMxE9E^U#7fw-Q#Ir)y!
zk0<*PRD8!->QB&at1<?G3nJIzFFocHJzqOGRzGrnI#4UBh->db3@~B=vMsTJfmY(J
z707Q?`5EXUleVmkHb4L4chX@q?LV<Tnvs)QkyEce{eH>X2Nn(y)VYS~T%Yqeqj@R`
z5%7duUz%J3qzBa%T5*u#C@7~~r~|sY_v@j_V^NbnhX$fGupf(@pFOdRy)P3H5_KI!
zNtZA3FpLZAK`J739jFlUMIj`FtO($d5SV)EmJn*tgTY?Y7fQx~M&CXW%NF{hehSt-
zoBfO#{R3pe%pfxbRNg}iP6_+KwEWtcctTwi3?%zMlM6AHSU^53Qa3eKBa#l<w6ewC
z2ln%OBO{|=EaS;y9Q;3GL`+P6W(MSRO$_WKHI7t=fgua0wB?<Wbc&lKN1mJ#q4lO&
zRDPM(Nea*hSXV(2cOPedMz?@GBLZ*Kb;da~$BBlX20?_T8HJFE`~1KlN|LWK8P2(B
z{1BNE=K>+Cbn>u(Hnhoqb+7*N(W#gWcG0(7VKKn8oh_C87;Ys|_<TVto>H{!czm1E
zxNU;qx0$_<$3F`kA>G|*_)Vu0f%Qe_eUWbDp*b8geG0ufhzbj^l3=-{`-a4=vwF#{
zcxBfPCTx*z1T}Z%dmaA_#HKUCyMB%E{+Uw8l&52(vRRY?KWU~^Ui`FL!)0%4WWy3D
z@uBZmSK;2)uO~iS3nUFkY8Y;6v0$8~auMh9OvLm)dkp2Z>aeTu5%~}M6(wEaTcdxM
zJ<zLbIbt~L!~5Y8BsmE&Y4Hu051|&f)5x|K`Kp-X@7~-Ii-qvn-79bxi6{Kf8b^kc
zqN672Oz+X)&cuw89A)e$AV2h*+|u!5fs7ITJKZzb&m<>!y{1+tBEPFTjDP#HBldEr
zC-#l)KRUMl);me&(&=|nVMjr0Wg`<K;FIh7CJ$RpB?Hdb0YXN!MK`U|+viWmSD9pd
zmr$7Nh?;wCTkWW{T=lKm6}Z4ZNj*|lPEI43c9574cv>=CLjO_*tgekV-JaWd@!$nB
zj-bVRJ_}9QChWj<Vwqlrs!fT1aCv!CPEKJ{T3%cr;1*0TjEk;JOAJhCD5jr~c@$Bm
zMQ!xsQKg}tYe>qK>iZwndHv=eBu-=!=d@T7^~_klyfrJy-EMrKs&OG~C_Zs%YIBrd
zlyAHsj=xyVg=&-njf_2E`L)0Nn((Vz4$HUyuFlJr<&4pO?fI=l1pe1_$QI9Y?0%}r
zQuFQp?G4=_ka2Z+0JP8un6!Ex?@S(+nY0oR0bgreRAdWe$AF5*;xN_+m4DbHg95-f
zmnX*2&A0FO_!0pY(Bqog_R*3Q=IReP$;W9e|K@APQp45y+|l=ee7Lcc-{Hb%Njb1X
zI%AWc&n3Xh@WU5mB<l91v~Z*I9>wo=vuX<4drlVJ9*`D70DK!4M)9LWL8YWyWuKFq
zIrqon27_;^^Mzf=T-e9)MFW8|QKO}4x0|cdLw*)tzng`DU(@XYQO#Jtz4P&k=@9}X
z_TO4i{_>KKhs)W;-`QQjfFkW?cXkwT>ir>OaS8LmV0pImedo8uEy)If53WW#do2r#
zLUWUDS>NB+m0Z7kvH!WDFsPa)sQS&#jz~wf#Dt++;ZK~b$<{`|5-Yt&MYWanY)@&^
zLQhpy=)^=rLPAf};6)Sm{R35Zhb8B_A8!is5Brzey?<%=AboJtyt*b!b;tjvhNeXw
zq~P^Oi`(~gFZZOz=IXvT<vfwDc-AE_F#cq0NovkepkM7_|4ZJvm%LMIlEX~dG!A*m
zc6aXcpPi;f-N6ItAV<&;`@C!Z9tD=X+?H25yUhCcd~RIWp*lGfqSPjbvsnC$B($8X
z@*KZhJ!<!kM7GwQaJ$)kJM(M_=qWi{%F!i6OU%%8Ezx-EN|0Z;-4woCylveY<N(RL
zE;hG%U*ax3Wk#gJRGuc^jqghn&$w<0dM~U&DH?!3TI>6UOkX&*F;RDTeq24oV0~gi
znHyTw^KUP+p$2soG!n|_{*%Z0JGrE9=I{Sn`~8ec;+?*y>cuyTkM7w|ty|5l+scma
z+5Y|$>LhB9rmwDhKxD8;QR~V0{_^S4wngRqh+RzUtTE;kD6I1hpxtlZ{fvcKxo|8T
zkR?H>D3#cms9yeJe;Er$nU*U}^2_dL?sc>JyFS>1ny;>+!WRQf8*kAyDDPNxNqf`-
zD<V^Qgm7RLA}u;Ni0C-r+MkHc5O();6~w#_wv<Wh*zDY<9~pmQY;A7lN<T|!{e<}r
zPHmWz6b5q{=0ph--c6usOVc2$1BAZDYUB+G)UM(TmO-ZU9b6EmmDGPu6%pmTZ_Px1
ze}3x-F=vX!6TG2D`Gs!}M(huM+U@_OwBGH$#p$~B@a*pW<#>(X-{8yNpmL{9i=N>u
zT=f-;^()W)mC)c4qD1H+(ILs92ZcPD;f{IT3P~}kYBs9PRQm3$+y}yStu`L2h5nBm
zbt+cq6=(X_0d-#<1ocKXC)2s}B5}0TF>U1XbU#pbOfzxbQ0j0}O~l7!a-iL#z^kSx
zw7}=sQE4&g8%0u2SR*XvgQ#?m)a-ch%pw_o*Y|Jd(AsI~nO82YZw547CK0b;pT1l&
z^1@)`go^SO-H1_tdbR=qxVc$*i%)r}PeJLK-}~d+l)xJU=R=@K!KB)$fahH-tLy@w
z#)FxJIg`XWla$}OaSOU>69x%01_`4E^cthO)XTaFZHSgKK}s#yya8-HHHJDo-O$UO
zvLx~)qCh#IjkZhO5*=))ai<}XNjdJG2OlTdCh(JDJ7VUe+3jJb$eh{HFtIn4>ONUZ
z3bhXf0fdcpMKuk-LBIT56H62VWD~5CZv%6{NoR>z*#oCovQ<y<o?G*(`4IYANX5aH
zh4gT@*9TOuO7Z3P>x>spevWT$K-3-K6cY6Js~-L?<D4k!S*{)&e=<GGHQO)Mp}eg0
zd{ITET~<}weUc}H1fsx=eZJ`o8BXe!bn9U%eQP530}{<`s0si0DUu>CcBYQ2QayRF
zr&}gD(&gSmx+|#36Kq)749bsw0|`TZFR&o;rBwt9WP*bU759i4LzIR)EkOyTh~zFp
za?sQrO=b#EC4#F0Bm9|J3S7=S>Z|nk;{zM0S{r61ZBT~f;QCLBh|AodxRBLIs(6gI
z2((Qo)p~f^r8WJj3(v1A?p}<)cl(O|BPyJKk)0YUl$ex};MAGrSP>(KHzOL8<9Mzs
z*cf)@1N}BpK?^tg0w0}aj@~oH4ahw93&7{+Oa%_4_*`E<T(i7EwgewH@?_L|sVS^N
z&O$X>g6oe)43kIj^7tz#d@(0u2mT48^q}7CxYpr{FKM~`v-A%wqmtvVQcYDOz!rFm
z-$>w<i_%8K0+K6!BY7U!Z;}Ew(qz2<9Fv+Qxj1kgyNZ#>hAId6|E8~p6SDNL#mYLW
zR{Vo1hXJ%+pfDX#BkZxl6HQuqk+1S1bZS(+A^uMpn9TL|%#-(EglI&HjJ6*E9orZ6
z$0V%jgIwvsFyec&^2r=%x4VW2_O~aDpa+Dn5Hr&p1We%`l$K~<N|OsPy@JMPfqHn3
z;A~>LN{%HFX*{Z_T#6Zdj9hghmLY28&+fkExq8dpc~zc~{GWd{Ix|Qs^T7!mi><)J
zY*+7DttwZSe=0BkSXG{5kTT9Ul>J!!`&6pD9^*LQ-M5>hFdWQ2`+;pSvz>A<vS9TH
z{KiC`6HY+_r|^WkiNl4(O@#H}I^_t<=9e2yFW04X)}QnS5|9uTn%4EM-J^f{P7e#F
z#<lSv%Wa{SdqI2pmNHRs@ZK4)tRG?!oOJIbsHu@r(P&A|Xz6|k@{xxv;R!nyoP9+?
zj)DD@I|(YNUSOogA%6Zgv=#q;)y?+E?>HG3^k`X1s~3|w*o`ALlM&ni|Hj0wDByxP
z+9({Kn_Z(5Wj}ANy^#MRP>%H<1fwZ}2{I!#!28!k4G<CvTF3+b`%m;L+I%)T&Wq^g
z!}%-dOhPxpHcGX5r7fpC`Xa6$!A^o+mKWabg#tcgs#t91cluB3;4dD&I<fG$yOY{c
z6XTzRpQ=6ksa9P%R9%71G^jH!vkCHx_<~M8Z*YFlNpA3cNb{nj-7@mKUdd0-W=I@7
zr5sy6G;iM+b4zJ*W8_EKc*}eV600Vas3mFKgE%e1cT{_!VQf;FdnAc)?0-G~GCo4Y
zXy6_atbbk2kCNA8e{!2yzvvvv(;CTBN>hoH`bO)?!}rHhzbm3DeC-F-FKzZ{t`|_w
z5au@WuJoj~eJ$LOYpYj^gIln>LLFTeDyPxlp;*dzIninm4Vi%s10<w6RJ*83;cMaJ
z41wC$nzF%c{9U|Uy~MP^1q5XU1ZtjLAkS%Xt(?u%0e))j*KFC9b^-tTyXW2|Zbz0q
zOQfv^QmkJkR_MNP43Rd}<(ol8S{2hd*e4O;f^I{lbZ^WBzCJa%>_?Rqnl7gZ;w5Y~
z+4-tSsKdqPO1lc0xhqP3IK6*+yq_Ea7R_TCR+l7N&t)EZj!evODn_i?_(@bjw{ln(
zlA4f06~e+Fbnp3kGgXUA<gh+1Pu!{HoPcz|`+b?8H`}Q$h*CG`Z;B^x%%ob*(p$YQ
zd%kQMs|eh9e#%eB{}UYhD8#k_Zb&Cr*X7h!VjzA$sU^Qtz;=p$&T05UTuqMqrTP<j
z9oE+hGRk`VD7`5Sl^$J{IRlmc7h1pN&>cqhB}IGsbR0nFxXMQf<>DGTlefGL9bUo=
zIMW(S!Z<iB`GaiWl=+$wqM(F*P@=on0Va?e=#Cmbz&o9sh#Mw<46%9SGV&r_ly2x@
zHfuRiR*$59z-SH(7nDhx5i62WPT5MP#(F`R29^y#tb-}+35hJxnQ;sS<e{`>nIac(
z*Q;23CLbc3^HDbI<81!Gr*Ox;P9M%ZEP{iB5AmpdL_jgCcym=xCdRvu>E*R7Xg#dV
z`efuP#d_y#HtmI#KM8PtDP!T8@ODZPmp({-f&RgIL>j%~N+-SnkNQXsx4F}qLU`)6
zonfDuJ|5=Kl@ufe4#f*Dm`bU(#MV=qJQj~Sl{J5zasK-lkJ*p0k`YvL&I(ZSj^N#A
z?{V*8Y@!zyymi8xO>pxcZ<%;xL#(^kF1>J8G0{(cADfgnR(=Exj`3G*MEC}ABL!a!
z>0!ghGX7e0qGsew8JI0VIX@rUPT;-H;*{(Q#%`o4yoEA^Hf;r`2xaK>uUeNe^f>vb
zTCP3F*{%8B%o;}R&+?Ota(0V5g9^9P!lr@=XYkMs@F?q%k<|AP@ShJnn+cu)yFv|}
zn1Vy>q1V#}GSm@RA+W+X2y+5YTHe49^d$ZIguGR_8OITysF@!Ab6E~~QpT7i!2W!%
zGhD=nVKw&YA3C!^^(Rx@Ag2QSiae14433lgHM3^|c$uo}oDLiqPoqNIHZg-3f|ziE
z_eY<jV#6NF-9lcWJV<A_G^~D+gTUYiL=^2P{%5~ms9Y1?0FP=M$ytsSDv4$KSubW~
zEej}Xy90?Bq`Rm04AcHQB=Qx%9$Srh$VAFy<)3%d9P(c{6uxl0;w=SsrW!-EYXo*D
zguG~rxA>kGl~HEJhl=z;a)_|XFSq`Hn$TlEN|Gmp=i<lv1}7s2h4sF!)1%$&BlhXH
zxraMN?FNS|A8s#lE^G6BTcsOsaE)2+NGYG2@iko}lEm+Jd%H|ffxPRd8Gcpx3fkHP
zq%(WmY<8!L3K%zg;Z8OLT3fs*xnV$;r&Y)(t0s<Eo4Nc#@G;Vqgvgn7srldS{=o7w
z_T=VWxbGF=@s1=J=8EE3)M1#h)IR<iJ$(toje4J}Y;}j#N`#hvYjMBsY71fa-J(2C
zn_c#-+`o8IKvA)_gG-Dop<r&TNn3j5+4N)2(P%7Sr>Um@Q{%vIcj|mQUS*C!up{dS
zpv>cy<w04$^w?`Jv#rF`eLiU=_ho69mE*}5$TP$1bF=B2LsAUp`0Uao15FXVY%Jq_
z+!+LCfl9S_Z!LW*lGYtw6vzCV+FqNEVQH9aIXp?1*8Q+w-{3NR&fI8!FyrR^t8|#T
zvEf4?zI<Q*`C4vIN_5J{`>D^P?fE72jXbLI{(4w!CnpZkxlb4^|2*GJXSUw8rKF~N
zKcHL|9l=it;kyIny_5f{yQkXHvWDhsT5(BhgSW%T=kL&wZ+P6lp)I3D2QcZ<*?IHc
z4)(a`JdD}e3%cJr`g_zk&Lo5S1^r&?UrPl82YTBan#}xr#bx(wGgXDP^OJ29Q{Vkc
zc^8C@tuq!K0uU!cEckx7Z?8+p5m>&oNH4lb@AGA7KkQeJ&7rT}XY2m)Qc>EA!yjI*
z1>4(WCClGtju$K5k3>I1+LrCk>N~r+^!&gk5p%aoZnGG4etST?zr*^pW57AGan|Yx
zzDMD&`Y2%4^!2X!Z?esxe1*vTjaM22w9rUesE{eIRcikA2LYm=`^I_n@yttklD<P9
zu9FY%l-oe`TLtI|H#>2$6kypBXvjR<DeLc5o1C=@<%cVeV5_ddJ04<8dnDAGj)EXd
z(#D`(TY}p54;aB2%5dKRksG3td7@$i;$r<<s!>u?8E4j&YZ!R|O}JbvH5KK6tCjP!
zj%%A>2*GA&h4S>;Gtm{$;w{HhxD??iOZm0`I>1NBn97)T0?DAjMdif*<jC;eAF1@G
z^G6Q}#h~FinUQ_%U$y;X2OPKjY#%wgC6yQTqR1Lad5F56=DcvQk~hT%e0XpT9dnPx
z!j_Z2j(*9QF(TkNr{=n(%{`;J-xiJ)Y*rAIhynkF-1mmuzk#XP=*Ny45JZENsVX$T
zWeGhbUnh5@&&(mAuBoGB1Cd6NX}1x8iOnB9EpUGt5H5+ZSdk)keCR)qqJ3XQRPotQ
zNOH%D66Q<X`>Fmjoi{s@k~)08m|ULb|IqZ-VNLyi*f@;X$c+$CVgvjT(kLApoeC0y
zbQwr@#|S|}K#-CYq$E|kQyQdGQjji*!PuVj{r#Tjx^`XL{y5vY&d%QN*ZsQh*L^=j
z?52||?`%|j%5kg;MMM|Nl(8Mnow@=}0*ekuM<rks+84qLYrdxt?E9@4v-3OE#Y80F
zQ?3ogI+<)!!Qoon0@$>E$)%L-P3gU`&rH#S`CK1v9)G+K;38%|7!{}Qc=e98(oXmF
zXEiU9gf|}W=}p<C54ToY;ten*!;J8ccP}4I9DOWaSx)ix(ceWqA4J)^hiK@9xN&r%
z+}2TK;p-8Ec|5^+JeBRj4E)h;*!15me}6BP<gobrTvU?~GBdn`Au<Xhm(;1)$c8&Z
z5lN)~sV6dphc5gVQ5q&H9o<6BkGv1I1b+yt{Eyfo{<58RFF>mAM(+nB4=k-SBw7Ij
zm9UArjr!yU0~4Mt3-vab$GMS^tOv#|HZonlXG(a_MDOJegnN3jH1!0@im$3`Tgi;L
z7^VAoB&x+%IW!jQ*M%FlG`f}K)D>sOWM`Epm6Ys$?xn?ohPF?lhtpLuM1!ce4H{x3
zUx;$cm_5$y7qRE~8KJ>q`FK6+(Ys_Sk^y&Dg%gU25T;bP@flnlkG7VFy?Q*Z(}^R>
zKz1a;t1%sYon+cC2`-%!<S6<L5%iEk2^~e@P2wU9>QOqbJC1kql}@gh&lbz!{8EdD
zpWn6~fh+sVC)rZ*$8fIh>+U<h29op3Nf}u4uSi<5h<IV+Ou-a=0W=BU;xmqgal?3H
zTz3RbaaH-U(znH4^#CSY7(=#H$dC4crV^x2*llESIX*{%wXI8d<^_7p%&_S5u|~!k
zMNWs=)vL<k?U2tj&E#hvKm{V7hr+8=;*yX9zNczF%u`Z|x16gFXYsK);tNLj&FjE*
zbNOlHJ^Z==fQP{FV9plp8TqO7ga025&E?qQLp1Pc1B9leU8qeD51vpDu+ji2Jn8ha
ziqx-*KH-iDw*uqQ`KW4*?V7Lx_C#zbHp-d=#2+pDWI$FgxPzRSJTlRWWV#;_W0Tj!
zWF?PqKc?q}!N6!Nn1v912jZv@{j!>!B<$lO@frhhw@_U~M_4F7gdW@(di5~laZ04v
zz<%`oP^CvSA|~i)8&i!}rW&7GMBPP|QROjKmUjjkr9Wt;h#SVqKbC#--nb!A`LE`@
z?%iIP*cSq)J0a0d!n0IAEEqSfST<kY`|ETF#VI95g4d7{rgKjP$~pOGCi#c$8D4s7
z={J2LTb^KgV5yvWSNCxZ-l~w5vRCNeG!X(z$k={7ZSZee_jo$-(h!`8U;X-48R8=5
z=VIt5WJp4349i2s#e{a83+bLvP(BG}dhZ{q$H*U-3a2m3qW^-xpreC2GN9ULgya@+
ziE!6H6eL0d#Q7)~Z~#!0z=5M=NJO#L4Ob+m@YH*;LeIISbMOeYsrFU1bD<suU?_)(
z2llzeLj(9IpBzac2~8m7^CR%s{PU4xb&Ui=*af#!dy6b#$0(>PDXZ%%!^UZ82vEVH
z$KYEP#l6&MCLv3!Cinc_GL>fzsdF&`9%ju;&p{6?%RSR94*uiY<rF$B=AkLk?uUMh
zz@j)e!9gE=iKctJ-e|ntEmgg@!<Cs)Wb*vwLLs)=qRKTqIO(IpyYnVdX25N_KvQO8
z<brFOy2vyO6<l57Q|stzy7IRze}0m5Gm5p1TIQC;2P1Pp?fRSf@6x@^35NXzw)HyX
z)GeyvMxhLRA8?KNC#|YB0FA)9O3NQ>D~@OMtbW&EXXVXjEnVB5DA}Ii9D6Y?E&BSE
z$Scv;#SdQ>Ptb5ra3mDzvO_@h(RB^0%QXs%wnU$7L3;(a4u69`8dQC-s+UFn^n~*1
zp@nD9MW$S*6?kC`<m-F)jowr||4d2V!$G)%3H-p3QmeQsdmKY?+F_s=ZKN5Y<D8$j
zPD?ZWheFIq;1_x`s`hK#7iEFX853U3#f@VyRNxNM{CwQY#M5?}_{@u!S^N9`>~`ZE
zLxA*0OvAIQ07vS7Wz-iHRA*Jiq~gC6O+I(k{nYd6Q#;fqpb2Y}kZKYTtCN!h44u|d
zFS`hZIlj^66NVgWB{)2epHEg^xeKom<0^m0V4!neMRs0EeL;-L?;5jDt~Y;IY*_Q@
z1v=I*r@+20`)Scg6D42x52|bXy>mSQFa79a@WTUNx)Ec}^S@qYo<Seg&Hq4H|0}Db
zHPlKfBcb|}RH9p(qH(5R&a3=b#MqEs9T+&%5JYLr=sfK+db(gr^Tt9Qja}su>P&&N
zBw?%jf)5^;)_k0?yXvMrdl9Rh#veM!Sn@yA`Y+<jiv;6k9m6aghE=`_|DO$-ru!=T
zl%XsFE9{a(4y+T={Ly}SsFLGh{Xc)6MZOB-SLmdH1vZeAmPK|}y#wxO_yru%js6Em
zoS`9sr~#-p#<~Gm5DX-V$n8)Elqsz2<^Lf*v-5lwy#M(DKPUqlfyqPg^K;+l=j6E`
zxd|o|AzyjJ_WKU-jm!g3MdRQ+?OYL;!5`0A^ox{qm+jv3j(<!i9)P-*C6HDhm%y~2
zTE3i6enL50_>NdVx^Gj%3{NJ>t;2DpKK<5>^dAxjySv{J?PKNni7DtF!-!SS!*|>G
zd|r>I4I<a^s=HL>Pod*%ssAwzVxnW~;doDYg{ufo3wHvSmya8gCzHOpU&2Bf3qrTc
zHz<kBtoDMt8U99ir&x_$Z}$sw$H@!71)YShzRDVZ?{Og$T(#|T@wXV<tVSIecMpt_
zxRu(cjnkC1I)QV+7<!_yQ8msxy`0bE!XGw<(=^lZA_HIRSI3nmEk@PA{&5eHTAx4C
zWe%p0pKBe+X0hmPf^m$3enSEvuXUjUcSAUhS@WMBJT(n}A-7iiYN{zo%a-kZe=c{Q
z%zJEV(pLo&Sa+;VxvW{9EoOCCCEgg_-kp=+Oq%;BaD{4Pko}C5Whw#3bkzm&vyUxh
zz~(+`+xHb~DFZra<pD=4U*p?nZOw(T`j++W9U&b9eOGUo&%Uj}9pi%jqgv7ViM4tE
zCT}m`N_Rju_`M(Go}Vjc!dZWiVw~(uk`{B&u^r3TjL)--QRaCb(4O?PRryz3L+DHB
zK~sp$7<+J8$6v0y8Gprgd(z#U$C&1==r409GsaeB^XMT(c!F(5Ni3m?(*`yQ2*>U~
z-$s>sAeaILC6JK`xe1n`xt7K#tG2{d4w|(W6kAnhEhx{O&$UC0S`}s--`~7j%KVSq
z0dZkn^X)IkotnruHnBhMr|u3_J~CvepVdDWoqg|FJ4|_2qW*5_=?Ay+QtV(`>hH+|
z;c<M>b}u85geBCgEnx0!aRaxKL)jAGe|hjdUt$I6d%IC!84`&7usNV*rx1!i78ne<
zI{#U}ifkdouVEG?5VEo%x7V1jmLYza(`}>nu3Vv&)*!hspQ@GifV0ILiS~kPM&&Ic
zr2y1c_u|S*8|HSTs=YlJcT<JL;b?zExzGr;5n|Ss6QGts0Y{jP-??uO10`HHKIIH0
z9A$;LZVazZC;JGo{kIuasqa*uaMb8$w_O`<Ds<$~QeAwwKf0@L%J*L4BU`DEv~lu^
z#m7mLBocCBN$6s%9)PkA=2PbDq;9O7I&1nSJY?$4Tvir5%Ds+<JJr&j1P0u62~|I4
zJ8#7^?1su>Znuk%Li|s!qtuXct(T6~Hwu^W=sm_}!K_BFt)BRes47-z*V@*D-QTUV
zm;0?X0b>=*%`Qg^L9c+$vW&CKig)Xm9e3LU%)-d4vZ41bg3@)3$Hrc3H4C5V;{SV<
z$v0YSU^!>v(^h)XUo>IP{C$^peW+xrr6aT}G4aFkab`qBwp63q0}0Eyrq;cV&QAT}
zT#J@}8}ZD@m8RRzXQK(TRdP}*ZkJa{rWMU&60>j~0Y}YuLS$z;K0bL>666nOs3-K#
zXP;5d7?MBKefQ{D0$N6SW{=BxT&r$Er&grD`r)v<@Tm8r0XOjxFA<`S5T4^|{?i5B
zyZcl02aB0c<eq1OPL+--2lFqkxz$WUi=#flf6SgAl{YLKyVl5_`#v!Ua37~`Qd6o9
zG7o(mKlWAtf%Hu`YR)ihWHOSz=j{Ec++B2G-O=pm<;?zz#_51=@m#7!!lU!W7Jl@>
z?^GFr+;f?r*&`5^Uxc9<%kPab-6yMFVs2;?m@AW;dWr11CkZf1!b=yh=|k6u?j&`!
zV|YhkXkQZKXScymr8R1BH;@Gy)@=puBI@=dSnDi`C$NV`x8j}=s{>Z&goO}CwS6c$
zty|IR>5~X-Xhf8{5y+M8z4i8*<T9%y%^x>f2WT-W0OiveK(|1Y4%MX(O@X5V)X9kx
zcN1AW0aKthg2J~jGi|EI^n3pAI{!@RDx1vRLC9erBr3F$wh<=Yb(0Gx%OOHjqF(ll
zXsa9LErWg{WOluu3}-JjjAA23u|1Vxg@;|6ho4h&)~9}d_#vN{LRLsuctQAI;?vNU
zXbT43&+U?p?L4JbkR4cSB$;k0A-O~-i5oXJxi+btf?emQ4@-k_p;A0S92A=3%HB>9
z>;Wd1s!YvM($r6hd6Yrh>Un9&<1PyStFk`d#VP%ZZ%Jpy)JRaQyD<Lun^)tIUu#cr
z>~F>J?pGknWS}+bPV`N@3N%xTtu{q|!Q|q#X>YgFC%EI+rgo>H@w$bZ#l29l%x)40
zjg2ZQ4*1kgh(e>{i;A0>b5T#@vd<Ih=xT)%L2hvR=+s~2J-Yh6x|~J%fv+FkiNGJ1
z<X^c3t!*^P67WYyiAh20Pz=g5<1Y(QlpMe~I@G5#ghz{%#3t|lyHdF&0gbNvze#Aq
zdPDyH#3{jJ@#FDzuk08X>S(h21<2Zy3CWoA%a;aGHO$14k(^kr3q3>%5rRK@51`jl
zS=<Hg#=MR&QzN$2p=?Qoxr&V*X~vEHVG=3{BwT|U*~(UN;?V$gatd%`?|)7k*AIzQ
zrrDSYsy3TNdrQIp_zMmmn56`${rLI3<brm?gKOr<?#D_EPkVS$TgBRM86{a$klZeI
zNo$!!)QR8rF{P4ct(<{j`Ij&Mj4BPX+EH0LRs;Kfij%KST^~o$KkrY7{8YROW~60o
z%k02az00C=6-xLA&%^Z+o8fJ;u;4x^+BGB!48DQtMxw>AgcxX+V-~S)H^6@CdJ5<v
zB%j}byv;q%$9IU`-Suz{lDqT9d^l6WLGXx$t<8_V%`cFk0j5i1E4}@%bYEX;O(_Z2
zt-Og$G$Hwl?<hkdFocUVArg4B3L4QIUy`gYydFbmo0ukf=RT>$0D42@`cvG0sCJhI
zx}OucZ@ATvYr_p6<G#k#zH6ArSupzd@j#j|<LLGKjUPxnUA&z9sO~*r=kMEr(^#e^
z+%n<>aYUME1QzU_v2I-$>qZRFmk5DqMen<`{Ic|Jp%`IGc9l?khXLaB`5*A>0vOrE
z`+l`v(S8VIABke-g+W}|h0Ae7zf>8BfkyNF&Ja{6HK7}TD_j9aDO(#&K*EvynBVsP
zj-!pe<GQ`0gZ}(X5h4*n_zp&SfL4#P%J>#rB&@y#BSHO-kA#qLWIEl^LvY!WggF`B
zKZVbX7e!AL$EZB!#)1c`4c)E3Y3A<^qNU%U-)1T>_;-r$DYC?cFKdUl4By`J2Z97-
z75U8+1z5U=4@$OXXtwq^N0RV>n&^vZ`nW)x{Z=6!_OhJ$O$n=A-rbTYEI7pJ4pQL1
zBK&Hx;8C&QcCjFZ{=Op5RSB=}S6+}dN!VS&wflT)(VPg~Bnn=GUC^DDL>hSZ1<Fod
zxai602gqCOYI(#5xGF;nKo*hsh>-w@3E+r$eC@-qdC}vl<PlM+S<P?Dzc&5&UY1fI
zdIeqY4@u;XwamkU?K$vk-?8Ak!OpzF&Sb%x$Y>hf#4|*n45N+)Mj@<=Pa$7jk4KL_
z=21uN+M3EoA)rzY7R933kr4Y4FmWvnz!njoyIzI=`i9}+W5}#BAzp*deAYTp2u?Ix
zd(b%X*#BcO5V`Cpk_ZQ-d<ir7qBI@#CyGZMNU5{VHu;?I|1C+itmb9YyJtli7pflF
zEELOTTFZfo!PVkCH6r}q#U9i@to$KS>MmU2{phQkXq6WshA;#AnC;mJ+l*=cR%BJT
zV953|p<n>W{DQQxj->g3!p#BdwF2LALo98;rq5g>W@$1d`k_Ay0(JTj0vFnWtMd_g
z-`{nzYOrsAP#P<Ko2^q|p`Or?sL-6Kfy~uFM(y;+Nykbh-}RCXrzY>INrC7hF1RD=
zxFYtSK<1NR6SVLpdPW20gLbKj=0{TkV=L^--O`-{S<bffHu>8Qg=<A$9gDea*`ee;
z<P~DEhJeQfKSPRnhme3`5^cUZ`I#n}z8xyqxTETavau5eRAH#~uP2pRvs@IY&F>@C
z=S%ygOZgh?c?0%JNdJ~bRZPZ!@SVd5uW*gj>=!xTA15^{m8N+#R+)ZjS2N6;O|{Bh
z&~1Nv9NHJ1_tM0bLe9>?;BVdEan_o(=5@}C`x7vYAFUcz%HyWV1$l%XtL(lY*@_H?
zDb#rt)w#l!QmAQUyF;T;KlI{Dj(9H{bIj5(Mb?NrYrMq5-IpfJg{C{jPUBkURk63=
zY&(wwW&H|Y+ju6WS{|Z1nQZ;g7z3wB;m47>R2X5Z*F2)S<dZ$9t#E1Ir*nb2Pay`W
zP~8t_Mk(j|i6@4MC(jZuKo|uJ+5xD$Bu2p`jvZM}is@AKjGW$mv1cS$V^%ZgxTBcd
zdzP^Vh27-w^%o1Ee$lMj5_}ZuKL+yzivWN6QKGO?)T$&T$L~Q4fL&a_KJ}ft@}0);
z?qUP)VX+YT2(Da$Jm6X?I0dsiJ;S4)9)qNyXT(#_*BEr8GL+3J)nh_!?$TTH<mPt@
zeHKJ~e!%mY|2}9TJggc}n|ur7xls6E=_<gEJl1>Wdd8nE<FclXAsoEOpOdDpw0Bew
z4m~8;?9Xp`;dwXpADrvSYPuxN)ygH@SSSL>s^S!gY}b5v_4h-DAo17DV{2vyXu+&g
zVAR@}>>!IPR*CT|zBotrLRiq_b^1J$DVoXQI7~`gJC3+>mTEa8TKY=4rZ-8yTs4lx
z&B{~uE=N!9U&{9@dzephnsJ_SOv^Z-xjPzF1k9qs?{&)WWA~m`kjuUmBV6uH`1#!!
z3qJkcF<tl+ZtW`^>-7(ws`@^fW=L7z#y(D@c8x?dwWG<-{Xa5$>q0DQe{FdAlQoT1
zRcIs67L2WqdOYCv3yx@SH-DNdI0v!}3hF)nsU}a*d7NrpMqiNDu~fDxw7lYIq!vZ}
z&-&fo6J<wUkC>Oiu4J)(auI)G7^E@>++{I7W1Wm`ZL7Xwfjj$fJi2iYcX02@RROzu
z8##&GK~^hRP)QqzwuxF!Sq0J|ThP&%3YO{6`tUs~D}EUFA{>c}lW$m4VmS#w7jxc$
zq;`w$9d=6U(j7(DF}X9f?Z@J!a=L%!oOO=f-P3$OiJOoE2kE`F>pF(38{WD7+__xZ
zVb^0v48DMO_`Ut?-myv65iu~1;6zk|I{QOVIG`d+b}MyLU)%y-GpBDpoMXpZ@0Ra8
z+#1ask@NX2>+H<t>`V@oKnf+mBGn>teewxjlnUcxNI(t@WE%W*NzWTm)>P?Gtw;A$
z-)IR=ezb7rX<tx$QBhHsRa~kXo&EH4m6Elm)otHZ-H6{S@2Mr(A7{=#*NP>igZG<G
z_m*W`4li2*=J2=^^VJc+FS`A1;O#-U(F!u~q`P3-_j*0*r%-TU7$>4F=oWMX{hyun
zb()V$HU9V-vuD%}fF!;vXqDAy)lt&1FnJL^^iK5UQ6dF;Bx>b%3+~|j>q>CY3GR>1
zQEmtx$5<$b#SJB|1pEIxi~_r~F$ZFP;M2h7$ff3Ur<K}bb4K{ep|9)hztuk*M2yrx
z*bMZvoAo|&p8&I_88F#9)8x@ypEX~D*_?4dhQAl5hgb5+qIh5*nJ-gcp)unojc)kV
zmhN*EZWD2@{U!I>)-TMPQSUhugtGm;H?RrIvldHxfoHE*4<y2m+5@f_#CyNrjO8xf
zIG0>%tQ_Po8r=xyHcz^p_6-!wQo|d(tyXF;>X@A>>K9Coe$@S*Z?5+kI~+BaadBDn
zZ*4qrR~o@A41S+}QCz0^#8FVz!q7KRYt8K#elJExEG4^q(KAqMe(m&woYZ{0#=DQ6
zCQsE}E89b!zW&Q~uR=u3%hGKi<N7Ugz~yhbVC+-1pAw8h!9ITmzYnG5n70Ufo?c}K
z1qjtW$|)&(Ei~x#<lPEATl&rp(<=uyYTnvwVE$JVy+EGtuSxT^>{n4Hnd?`GnN*EA
z_=S+@LHu_DaEDz%!GJ1vvLpATnbDbz(AQIfDALT!-;Z`rJ{Jzv`n5KfkuL7R*&O`?
z8~$|SNO{n|YHR<w8_tw=U4`GBT0RLDpsB1y*L`Xg;FBBSTOJ7=K_DA4o;7AVdW%<j
zi<G*FRd`4^M9hKVUk`$3WUx-&n8p2ww^h?mI>z3l<xV??d|f7-2>_9mUl2PJT#!1w
zrmA~GQR58#E{Cc`s@Ec6&OV4GhRvvOgJvazfMYndnlu~f0eja8Y<kVAp&KoHbDQsd
zz+QLIS$7lG@d}X*wv!Q#h>`>F4<(+k5mtyLP!UPQuKEfu?ZBont`S2tj`D~#!bR%W
z_x=!$cE5YAGtTy;&o{ekwA;R#bv+3EotP~66&dZV%m-931av@{L>nkiA_KM0XPoR3
z{1Rn82x+IZ)2jj=FI5R<zj0J{(u;9ay;Au-r><nDqz($JCOJ+Cru#rAKH>Z_$*LeU
zm|2ed+S_?QyX9&$tVf1qAUkrvT!nYJw^Z&wdjKH^y+Dy_-$;m{JeX9K$r@mV)W0l0
zglVX9D2vdtcZB^FjNTh0Y6RHo`D1U%X~I`Bp^M`msk(@i8I;dC5N)A|B5uZC+05~p
z_M0dt>K{1}U0(OkXw$}D5+V}rNqE<X$P0$a5T3^e3n?@DNxw`#PPa$uB2G#7DDoIc
zzacVXjwI5SU3lSdN+Xz}IxEDKOdSrDs=F_mqO2rCw+ZTq^bnaHfrt*A((OjJR|4P#
zw`6f<wU~Ni3P^!c@S%H_k5ZxHFvljNc6(QPs!wn44YEB-LE!WAk2QjDbh?OiUfA^W
z%detQfP}**>K3erCOAMBO0Eg6A?f?j*zsIA5e8a_?}!c!rH51_nj};~=Fe%E-WV~|
zKIChmdrad)V5f$fr%CA|JQoFkSYad`Ll0Gdm^xV`=<X`A;~!}#C!&&@)GYS0`QDz#
ze|<NaakJA*RSqJF7pp;>@7ItBMi3T!=}_Zr1c0BPlIC&lO|U<nIfsEchweGl3=sip
zDQapzX6Jd1^gWL@9vyYl{J!aKHBoByj`DSaUR0jA33%5HRey^X11i){-#&bah!{P+
zbIL(6b9^e0DVGM<RCm?R7SD(!3NCFAo71ZcA*7S!LIv*=Lq7gV2b~L5<3s7A$@T#i
zAQK;+a5UC6f|YtSZ1RERnVLj+o&)FbI%7AEs2>U`S&W@@a67jsN9A>SOM=!paYV9%
zy?r9_9)sFEgt8vuWBYz7el6IgK&&j5V2mYa{^3iVZJTQ-jE1z5lY#Z=6;aZ0$8ZQ@
zOSm{swWAr|iUmtD_OdFy{V8)D=sOn~TAWX4_A-I;_MK&<h3LBdF!Jsg{y5@H>n7ZC
zJQAyAd3rMG<td*afAp$jNj^6PNWmr>jtm*i?C_As)8)UP@V#YC?QaHD7pj(xtS&zh
z68tzeD*Ws?<H2MX=IUkd@r1lXJ<A?`h_{&x0G{bMrGaX!Fux*w%@B-o2r3*!#3T++
zcUqT<0HOII;yW}}7(%(2m=~e{yF`IccptqW*@BT1M=7&$52!OLil)UzSSus&?94Y%
z=K0?5)gT3J1vCPo9PKIYHf*AZCZGtr3nt_s{>4?iZ&Ru**`p`bqbEF&RY;;xgsN6z
zk24f;{Q8+Y8AlZFbSFMYEZ&1EDCYH)!AZ%EL&0{me&m-fqXGRtDcxcQVP4bW@jt9w
zC42gWr+!KHjPTD5$##sfV8LTn9%;HBo5+Yyruu-+&fZz|p~M$JI|<PzDtl*<p5zSa
z4mqC1bcBp2UK*u!he8N>uFCkXOZYG)$>e~96WGu<zW`p<*>*G1gR2mTFdSH!P^xmm
zS>UbQ?o*=f5GGz^;#PQ+bUL&<6dQUA$mu$8;eb-;5gA@#;;COnIL8&Be*%aezWHfp
zyJx{U_zrHN9zO1VPEOP{RGFAq4*~RO$s;5+gVXC%(@ev<I5pNjZWgGYoM@b#4Co5C
z(BHL);TI|k%m-%B?;}w3?LagBEV6cs!eNYY!U9qF9R(x!AHziHb`?H9sKW4-(FORr
zl0f#FE*0_*@MnJg<rg35&JAHejZCSRMEx|GY&J3c8)G7t;8ZEDO_Sw5G8Ai7p7iE(
zhVx(|od5iEX77*7xX=$#o^KXWn_!s&_kd(g@Z<xv?{B!z?!AgNVI1<Ozp<L$v|rx0
zUtWLledK3war<NrYPMCuxkAC&iT&_KQEs7I_A)AfEzh4d=2)6#Cn#deBknLjb`UxM
zttrHgCo#FdPlW4r2^PM!)J|wfr|}a>_7;f^7UA0kaa?0ndm7_KI_Aq?>mr_Tkc9aQ
z^R~$Gwg^ZC>S$h#ZXO>DSdWl(dWjGkK7yB{BwzZPa7&twJH;yroCn4~C6A~m`_Y(H
zg6?szn5HmHi{%kuNHOi_ZVuJ)mRE6>&&7g*dsV{T3~f17n3N0EEvdWLHpb2Q`;j@Q
z@CMv@{wfjv=%Z|{VW8J^*uUx0y+;Lcp0p$X^k<o0%`4J}8zy}+FOAyZa!Dh%oE^a(
zP7~&shP5~-1@3kSGI!nHE5#9yB%w`rIu{F+g!5%=)a%ruoMXx7HKA|bQ@$>|o{sc)
zAv-Mx0mbEu<a+&#G^NsF^LJ5?Yh?PN3?za@eowfhsNX)XBfa~~-=5i1e|E3XWVeuj
zVL{`i37PKHL^>oy_x-pbrP^tDVDwwF>P*MzCbQ@!SyguBY?O%cW5O5mC4=CyelX7v
zhHn7FJ9s@fL;$$HTb!x~yQX!Y0^-kCciq%@IWX3>6;}_Ke|-c<M;GJTDfd6Lv43J8
zrwKl?cm$6`uC6n}aCw}lU+Wvw>wtS(@$0iQ8rT~2UQ5fatn8bmGlQfHVWSs<L|1e#
z*XO`u!tg5sHm~6O$k&i#d&sc^IRtT~@#Bi*#}ygCdxEiGLIXS~jP+3iW&p?;$K;9Y
zgpy6LH;^cx$5&}4R_{#YK^*iVrZEwQn8=SL5qF56ZiSa8RzKprP{>NKOzEnRNr5*o
zvSX~pGqA!=q+>sJ&hoBEW(^vQqaIiS=asyAecz8GB4&%m3QtHM{f@4YNgGWX6M6+7
z46!<g=f$g#aNLB6+&<(W9CCP`I;`iPo^P5b3E4{Ju197lbdIwz?S<QtTH6=Q1a9UI
zm&Xac&bzNPqcDLNTHLsXx;hXLw&~|cscOfG708pYeSSeX^kL(B!7bQMGLbN$$BCM=
z`1tQnRk~wXpYN-wT-hVm_SrLufE1Q>_$xrDeFBp@l^+a2sMg}d?hZlW*HB+3hpgHc
zGz4!i1!Y<Kj1l*VR-41`vMwe#vaHLDO5gAKfIVJ2d~7FaRd0RuTG-t+=0w#t#O=6*
z&YxnAzg)b(pZY2~VXTSp<g4lxv>P5W7lN{U)K?#8HpN82E`GE!8xksns|JZ&#}IGW
zOwFkgEEVIjoX;iIa)bi@Qrzqee{~Wzkn`4vMLxpkUNdg6nBsz<@v^#c*ufBt3)Q_<
zRca!T9VungJlt8u?&s|9wbL6ONp5%7C#a4;{zdrX69@l-cC(Oyhc$Qt%Q2mx<C-Vz
z>FX@NtXTH?RYcx*!23yG-`K*fS{}v--B^TdeU&%<GPX3|FBg@edD%#HdPaLgN<%0@
zBYMd6OEnHI$$%#ug3_S^(tF5xU~v$LH??>Pa<q?{Q?x%MT@qtSH-{6W0pxpmo0zGA
z{fBc>uUwy?nYCVxUir@qKmY!6Eazds#gf#j;_z0s%qN%MjtYnK94U>lBn?K8vlw6%
zcrIe8;aO9(DJnPr(Mmp@C#KRU`NwS1rSP+G=HSoE5_XaP2KQAQg|ubNO#R(-Y`1^S
z<e&Y_U2Zw{7&|w*Y+8~38*&NRjLP>(Ahkr^3p}^`JNxR=GWcdS?FhmqkH`HwgR>Pt
zAUx=k^=1j75Z_opc1;NErxth+j_4U8IQVuK(_C+R1%=^ITgcE0f>Qu0MqrPx&u@&{
z+X67B%dxpDxYO>%+?>|i6A?T4mM9R*%1X%DL91mhwQR@~(He9Gx^z`{IXF2=k>H#i
z<a)5#s-<=_#=0*rrx{#=Y%kv0A1#|)<a^@0?Ag-z&scxpSD%e8EA<The$}W$)#$R(
z$AG+|Rdw5e0jE2x0dIib*NRlr_ThYYf>18z;<^`pWOnoA=%OlIt_uD;i0VOqa%Wn?
z;q9r_YE<X%;vgS3@81nR2YO?X-|Kbq2N{hnj>3<lm=B!l7Z#-#FTIGID$D~qL+0G*
zKEQV!MrRFjN*~BQfA0D1+i}lU7~OOv_ZxDZDF(JGJ_3q$*B1%_8l#6<!$q5gWjy}&
zzQ)12R?eXzykad6xL)4$#jEl03Arr(t_{J5PZsBTddf=8o-}Oij}Oq@s!=b`wQhJm
zHVk<B`~C3LbwtUx>QH{2VqeoU^@nom!H}t^#29vCQ}mlWmKWu0E|u9fUvlkVr5{*j
z?K!4y*rgu4CO=gwk_%M^%2#*uVXYviuS(|i+{CPd@iLYlg97%7IxpTvfj@PI_*S>O
zS?PGq&V17{e6HqEaCx89@k_u=r1Ue)bEi{bAvci+Ug8ft#1}Sg%m}xLuAt6E)6PX=
zhcCU@7^o~#0eUI)0%p}LGw!UDD5veCB-8QICvPMNwb-gqSJ9acTdadE&cHs+STUy`
zQhav;Z?ku;!A4GW3pY9;;A%vul5kWH%{_1_HMr~GGHSjyYT=Ng&WYliJ=Hg7DrLk0
z;V}6zU&puO#STEC6RqZCLgcg<)|pA*1EM5Pgl9oj8d%<Y%F*t4r)+ssN<niFvarxI
zSJ9apgYvObN%fnb3q<-}1dG<hR`SH2!oyJ>yzJZT$ArUC|A1_twKUO^w1=FPb}AOj
zOnw5Nyyc>TIl0L@J|f2HQwYKq{X{ylvBqJeSmV_v7W>&t>5Gl(Yy`2PJ1TkJ)UwFK
zC&69WU7Ip0yr@@hZ+tXNbnN|go~s@e4a?_c6}HQMZ<j4_p(A|<+mU1i;L;Z!RuB_U
z<O0>IBC3_LBq?d!oN1P1FOhLFgE5F(f_xo8P<^k-{d0%w-;qf4%^a>}jxc@er^wDw
z!rn;2!2l5j$6KB+zcPq~z#T;>_%Xw4C@~L~aMyAb3pN08l3=3_WB%m~YU?7d6G2HH
z^$cN%)5Ga)s5m{PI0Kb<Dz*4WC}8_At0xCJ=g%wat-Du<+6T1!m2bHL9_f(X?_2ZQ
zK;`vMnMC~Y>wpoZeWb9al>s#eCLe3j&7~Z4*R{U#pOO{MDrn&LdfghIFOPR)eM(}x
zK{OGf4lh@4Hp=n$(I@A`6Apv<|F_9f;@3D&iGcT-R{!iC=ASzjp4(0Oqgm2bFRYrr
zbD}HvqbuWSvQZ55@OJ=f;aQS~riV;~sjJ|+&*|Ud6KMlEr63q6S+LPYU}c}bWjrA;
zZqW^Q?(<s#Q2@*p+pO(!Wp9&3yjL5`fiLgi8prY)XygPmvI82yfR@i?mk(H$3&Icm
zxF*i*BDO^uz`{#=sPs#m@JgL4-pMsKt5~b1z<i5T9W6{gG2{MBSD21*)~v})Ro(7C
zi5IwGDOvrOfmHTn2w9+OBm{scOSi!DJ7DF0ckRtA(Ik%rVrr{hV(MdfB1i;%44<1j
zDV2GS53|nwOfS<PhEm!s$yMZmm7fcxuR+Zm%?jutf+-*cCWtm5X=dj71`?|*s`k*{
z&IDzyw><ao-F7{5(<k=Dkob}i`;qV@lAfG9^2CdL1W3fy2tb3&6Rf}w=>K`vtZ6ev
z!#_upzP{7oKeO^H1kn_;k>FhLa1Gj&>PyXw#Qwr<F<yX?woE?zVwhM9Nu0*bt2QzH
zr&plXwPYb{LF_{y*%bNfDxe>Ufo_-?-3@W!me>!e#fS1oi&6s&hro+8LcDb#N!X4e
ztV>BGil47%Ske1=H6ooHn7Cr99wo-3ts*cTKM<1tDFDn*gfg2ktbjl!i~?o&(B16|
zrK3W5FNtVRXGll1lO5w?KUZp`bqzut&z?=i3uB57hw0ejC5-`}TtLJZU6iN*b4UaM
zq6*`Eq%sXT@!|vNn>W(inI*h7PbYf{imT!?IN8|wRm=t8>{Yb+`S;4c(%2NTzR8Eb
zv}M|QO}qP&Vf_W$Uxzj3*K2ni5AWF=(!X?uJ3A|hnZoT~DqKUixE^_IsDJnB4-xLe
zbxR*0f<{p0UdM23o?s|f27VQMN~9==Qlgfi$3CLJeUuU?Vx<7%h3S%nM~4E9PEJr4
zuw+<ctOeL*6YGd*t~#<Fs7n#)Viccd-o>pJJ=iXiZo?8_pm+wn0=hRO(JrL}=pDF`
z6Y(R<zZ|2kx~s7Sfb=MrKT;=^F;BP~-VvfpqxezikxE1@Bf=A=*hG*DrvxU41n!7D
zZv!TWIEJRR%9Ya=-U<19Fx!dQj54(N<`AfR)xCgvF<@o5Bkc9OtSGRsj>FuD*F;BZ
z1{k{>v_PE_rNTvre|#VI`X=CcHnX?wB5XAX{Zgm;X+NHiMOz~IH2g)y(6#?86&0Wh
zFqR0I|KYpnd|tPBxEK1yA`}bT|IM)8nFw#8)@_BV`oiD;lTtjBQ@td@tSLYG0Dtl`
z{~IIgyG{f$3&2nONHfg>3(bU<ERE(YmG-PVUiO@@Ae#R7gn|g0BoHAlZ08?cX_6WW
zt)73V6F-;6&?q5b<6{C0l^s{b{d+*>HWEn>&_h}LuX#v7<klrp4g;oqTIqw8fVFj5
ztAGB2yY-)5P)vtn@D~;AU@VDY8o7OiS&2~7l)BBA#<;(veq^Tq*@GD{oob9-@F~TA
zVjMH}s?7G>8M|Me-+M8i{zs}@$i0Twt$t;5$N2ETY-giseyl>eqkyabyZGE!LE_^+
z{i?UZxkaw+Tab{v|3pK{u=C324wPpV(DO>Fi*jn$#r<u)wT&NS!(eDLt<R#3#2&}&
zd88l%W)y*BN;(a%bzUGnFwi=nr>L;&Fyk9Ad)R5f$p&JhGTb2@O!AL0V8sXvG{UIn
zt;8}Ah8YO4d4w2@oxqP&`wXoTtebd}ly;JoeDWdrA|=^9E!i{qqig4BI9&u%{oR6A
zd5tMhW;yI5%fWc-URsZ1cq;!RlSd)TAnS09;&oS;E(Y`i{8*l?9QD6$1w<e;;j_lt
z^y;6dKYN7?G%(iG`KUZ(<8~OHAOor%09&1g<-LZS+LNC;ke@h^ks*jlYKcjH5EGOA
zAc-JgCA2mtq(OlnJcr@BWkoUQQn~6!#GN6!+cb*D<PHS%)?)HBcY<kD2(6_E9pxe9
z8sw<`a0KyWMdxX^yYufa9*vA688RUZ{m}1MuL2)uh=&I}=!Z^jX=jKhdklJd3mRa6
zq0^3Z`W@t|G{rt07p<!{KxNW)sEE>FpyN0|nWs(?_NBU4y~-+ZZ<Q`#y?Hn~V5AR{
z$z(_qo-c>GYtyG?d=GBUclus@y{!%@t8&?cetwdGKkjteAMOB81X`IX!o5Dpija1G
zM&+4K4Y-j9CdkV6uoQRHi+70m1%?w1rLZfm9wOantm2X=JoRpWvLDL+Up&(&7ZtUI
z^zi+&f_XHP<YUv5JI9x9Yi#=mDNI7}HbZ##)0G+)?Ebw2HW8g5)v~!JcK;vg=Tnjt
zxyVI7E{~df^3}=7Afl62tI9iUxnUAE^IuO+?^3YLu%&y*4~1Ag*Z6l9fy%X+`uVDn
zIdiV8dqvEqH$7uJE^_rxHUDmMK_Wh0hiNecwY;5R8OH&o|NA6sjO82FAy*uCCp5w0
z>s|S_TlTRvTOHib5GFSsCNI0I`df|nHuzp7A0BxHb=?x?`18^@ODTuB!~f06uN8$;
zp4-{r0{r*{uBWp1>fK$O)D2e3l6@$Wswl5V_!jKBMcVEh{S-%JFCQp&!bgdf8Vp&r
zvfUscvEg7d1oSHrK{}!S+h%m!I@vw)*;E+l!y@f$5vPTJJCm=5vHmmV86GdkHgg`v
z`W*7N`F$sDcr{Wy{G6k|^^LrWdxr1_c;U11WJ}vhjv58?303`t=a#>Ql;!$0kqf;X
z(<`Ms5Ap;#U+V1i*;4&UyAbzbbz+tdSzr8=7QBOAXAC-G`+ajTaJ!Nt?~mVH+xrO(
z4syr;nY<ZmZ^WN{&(F=Fy2T#c<^sgX&}9MwwEkyorN#frHS{Q&mdPdOp+4ew%iH59
zz@wq{`ry_<(YJ%@bpbMjd)HF<HmcqwMCr8qE8yGE=7+<Mj3L`FCyTR4S-;!mZiyA@
zR*d)Yxr9$h&;)+{>Dbt%Oh}8**-e|nSd)-ktH<H5k%!RA>;|6`b<3Z)%H#kS__E)v
z)zHTaRrO%W_E$sm=7z;S2007Qf&mUH4@IE%N%K7lrX2JuU%Ka4(YNG9K84_hmiC>k
zB=go{sBDAp>HK*ta;fP;f3{*f$Xw{~949@6w<*D6bn#=C*KP2>!841PlC!PbPew-;
zZR3+}*B9>!bTRAhi@(1*1-R7J|DJEJ3c$DhCOVKiSVitPwc74Y_ceK#J{UDf&Egl5
zZR0(%Q^A#%g(U+(#ew|&>?XW&RLVGM*(9Y#j<1oO*I7&3Q^ijCxv#OC@oNoVV=qT-
zU>%}o$f>MoZF4ZX#NCGfOjwrj{&95NS$R?CAXA^~QZ8d+(Ig}Don53ThT$3Q{-=YT
zEIXIGFRW2w6XY|7)H6>he?6s~)GxeS)|dI_{`1{J)4f-V%$?@<Nh-H6f?IhgN6$wj
zc=qm5CVI&0?M4&FQ=gJA{)d{>GA4<>HPV;QJf7o!XQErh5<$OeE3p1SosomX1%4vU
zbVST0f~H{yd_fiBewmETOpMa^=w&L2G_xs(@=qfHj_;)|q+n+9TW3H}a@F*+kWZ{=
z@8+=mOJbRQDz`ai$9C?1XCWBnT>aa*`pAX)$oZr0ACU{SZx`w!=MO0A7ojy!*eS|K
zUfH9IoS2qfodd!dmIA-%)auBDe4E$WR1dxAAUORG@xmr;h4c{#umj2ckbvdH4MzpB
zUmWDWzv<4R*1Nk!G;+(cykShg>L<IfN9@f8NZYoQvc^h%S0)oL5?7<t{~@*B%33WF
zevuO<+gB$IlhzB9(NpXQkxaYiFE6kUVn^Dkn9Vc!iG2zd;NF#1hKCX)!aZb=7v8~3
z*&xz}<>#>3=S(YxDFmJm|31+E`yey|%;QcoOD0HMsuW5?*rB+7M9;;J$(KBT;%4$n
z!{3NE@t1k({CD2(^|G;rHpUSsJz|iG(!W$iJ>s(1UzVw)lqp|0P-vdVhkP2l?DWx~
zabbYvU{Ge{D3TE>k`Q8$jY4A^nlUFn6cE}&1`bm4jT?$}HDj2ch`HbD(+>CX;)Y~6
z7>;Mq3?^82X6##0I2ZcRl!#AUFsH^5DWmKz3|%7Vqj8y8XcIeyrHY|eQ%l$S{3{FF
z`PQPC=Et9o#0{4nDs5_jC=$id?$HG`*i~pzt@3_%_kn3gpf8FGX+S0B!se)W+AYVA
zT<TruMwt(woHUT1(@7rDu{9YP$r>2_t8R-1DC_@(-*~V&4Fnr!pXWU|!)?WNY61fy
zAB8?#Yb9T6(cZ+OBXArDHYQZhIb98uq`L;%DtQ4^d(H@EGT@*4k3$`kFBJ7VSL;a0
ziiRU<CYf$Neg{Mori*YT?>UGA#u>S$x|lBDVJ@NAL|RWyDOZ3xf`nLI0S7O|owv|z
z1ar<D_?PdU8*hIVp-wB<7y5M|G{GV`!6Ni4OYoPu;IC!DiDjX2*-@3I+@hvj%1cSM
zL$60mH$2lvu69<Y>G&A}U4)qy%fZ76ab;%aYx_3~Lj%mQF<%8N9`N#fb7WJo>f4tx
zdsy@t0(q~|9~hdeJW56fXv{b7-$uP-nH1J%rvTBiCxR4a%B-R&wF94w%8tF_BFmF%
zs1LgX5r(3lVxYM@$T(dD6OJgxUJ*xRP_|wKIX$J&BaYw+OC%Aw+>@FMNf%AU6ELp!
zod7w0T!j0UUCNS3>+lK@t{$#?`gl@-tQV6(KbX(&7T|rC0<TD2vrPJUG!+?4v2QpE
z!r$%F5BnAz#Nk)d%}0gyp`yPp#{wsiXA39I!nuuhTdFsO!^b2#R{sy1AaUJl61=uX
zc;npH*w)*lRb)R6FcbQ}GqhF^E*_3yioog)%Xj(lY$fuorSPpKl5|9($cbgb?lOpU
z`B|NFxDpdTLllxrs;f4@BuO}Om1voULJ|kJ6|0{O65!dR%w<0je#H|o5Ob0!%7!}$
zbgU!uyrpIM)_3+PC3_}mZ0sp1K*cCwdWiQXvgdon`|OqnFHZ+cH28K1F5sUfRSJru
zRdh_5ADVM`k1nWN@AOZTC!LlhWxiSSzh~Viy_R~tCa!9rmh39=U03J~VM&49M>a&J
z%S2@^MrE+$*#QW<WsC-HovzLh;VG(4oKk3IX1n+mbP%|0bBN{uAO;yvgesF0|G0zI
zz$?rf5dlSBAxfANVYd0DBP0|80Y`^gameHVE(8ENQOFd-cA8URqt=GOS@^uarD(!4
zbRsb36WcC|SI~&iQAp?D?$_ExhT;)GFNg2~KBKo)@x}FFH@xtQhX(`Tb`W_kiyngK
zls*Oo&!t7S$K-`(CL$t`sMGLK5RJK2e)Mle>()rc&`ypuFRh69v=IsOnsJ-y^>c?*
zlURZ7ULge5y0&=#jSCBIwdy`iAxAG|NZuZg4TjLDO;}GyWJdepGzh~^Hw0}o4(6#g
zF|u<qcC>|@DrK~~HHO=NDR}-d8N=}EK61($lb@6V-><u#b2_VCSv&e6GhQnekqDPv
z>~6V;3V=rwU^=&9sqps``JhbvyY$fH2rNt|wG{w7jDY=(n-mcieEqS!gpavEh|cb(
z+2H%u6rvtNb#%WXc~9x1g_^18Zu_Jt(br(nog2{|r;LAcJ4rHnU7zT}9c;1cfOj~#
zwQ;XZ#;@{Ok_>ylT|SvN{f@fy5=j>Jh&ttfY0&u##Wz}!25FEo0U84^#=0^3_inH1
z`q0Q1Bh!JZTKx~+29Z`Ub;#3G#Q|tpu>US#b@4Kfrt!(cxBuXj-^(9+90*WkSHze*
z4aowg34aWBHd^LqYZq3Wv_fTc=^*;An-vNK=f2DLd}W{dL=XW6=!mcjf`l-P?w@VF
zcOy}v!tf=>81sr)vvTt6Sw_j{n+n1O1yAc*6;dmLNmJo^{9?%hkCKPQXh&ecwQ(rC
zS4;iClIN)xJp{w9ZqB7^D2-B)*1dD@8@kM$a+ApL4^eszRMWjJ=9|3k8R!Fiv#<t>
zIAG`d!^NjD2<5>l3@gxLpmh#Li_vI&wN3Z#pVY6ZCgsL9b&g2`A4pVVl>x$$ktS@N
zQ98^@=J<`SZ#sDd1F}aU6pK>m71F&Tk{}OBmof4a?1us-9AXyEUh)=?31hhUiGP5t
zgPp7iovam5-~xgBB?3GpoIJ{Td_0tY$zuMJjYiQ!-r_r|<P$8Z3Z&C4y($T8*c9VU
zVV#^2t9MAJcsa@fIW(~xr`Rr0td%@OBQKLN%q9@@nI2~-8%T+<{*8U^0non5iSVr_
z8KeWy?+7f~cF@2(g%wP4KKE-5rg<MQMqrBk`9Ibh;0&N}LkfAC#$z%J+N(yA!X}PB
z+IpK1$7y-tEjh(#PiZ-PKRT{MDFUBV^8ueK(OXbCtYB*MnrVV9eSyefL!TFByHxy6
z^`%0<YUq>O*RBIvZ$X`u(M(9{bzAP=@C^KlWSLB`nq!L^Qu^==zMS^<0Mr+aWE)lt
zf2Mm8Ml&m1hU@L00&O)Q&%)zq38MdoCu}0)8lS(Njd`*1(u90f3U=CEjVHK~^0?%(
z5Peg@6#gl$p82-dS}@CAH&7IB{ZCVL#ck>*H&SvTC-(xbS|M9g(*B2WZ3EZ+^P#mX
z^p;aC98bY%gXJUGurNmOS0(TQVV*c7j_6GNG-Te2g(H#RV)g`ih=eh}F(B_bhJx+D
z@dgOvmcgVh=C1+AxzeEO%5J>MrxHIxqz3SVUU?}YU9(sm%?PrFXt)Pln`FqG50%A)
zxE@>eLnA;UZtM56@Ev`lZ%^S&xNbX7E#3>b?%bsjT_cw;7EE2aV`etl&`|VbEmPcf
zVK`%QdpJ|X<ziO2yi3BTXtkw^QTL?~-8w_0^3RWF)BmM1_s5!)Xw2{S%k1zq-7C9F
zcZf7*9?u@p4?H+4`Tg<TRO-^^#UM8Mv7wPky*H}^Tsj1}eOv2Smf%+hC$N4X1~cGv
zaq_22jw~@SEt8y|n@f$m8fk^Mqj$!2jL`@VgvIUY!KbtpB^=QCJ_6haa3g1zE@;Lh
zVE|G9$m8ouNWkrliwh9{`JEs{@rr2c;L}R}e(zVKMC|be=4=*;2Qqh#EQ9bPUtQp>
z*DwE0Pc~Np6Fh-Sm+RJ-LQ2`l<>qrG{P~f8mF!;A@uv6B0_I}4nOrb5#xiSu)-UjK
zL}?KM$R{mU|EF$6T@g*yN&eC!WdJyQ;5oR(Z?fj4dIZ6sj?+q@v(CYniy~$<AMade
zc#G@)K&{8hO5=scY=x!2Ozx!*68<+Rxc+h*oddsaZr^J>dpuk5)5kd!E9`rqhmU-J
z_>kL~RVMJfqb)YT$J~CI3a2!S4r&E2-arqImZ7-r(NBw?gr*I1%Xp+LQbT?`+E&-N
zco);6KOI?IN1wB#=UOi95~A|b!EIrtJR+0WUrNAHU)k5*m#0VGF(z(~g>^bT^P7ys
zrTUBB$gQHqih$<J`b)U{)N~tkIO=_06X%^50cYPo>CuW$mPRVH&Ht{n7xV`Fkm`jY
z52q+abb(Mi0924q8pRkF(>j6HpeDS`|3sZ;|480rY)HS;SS92c4l3H3fB!P$qUf$S
zFc)_UU*hKjW#8LrtFTYvj?ovK-CS{ea4=uf=wXV9f4i<VEmf?g58YNidO}%75gt8y
z{>4hZA%k9;nL(0ib8+X++}@pqy)?<n#Z5<poi}<1?>D3TbEzH&&zKT9)`J%gD81)c
z*Bd0JO7E=A-CKuDiX(>IEYocR8uVrExDsDP${-jymfBduSP>WKEl<fo5=mua7(x-j
z*tKI-xPgZJyfuira2@B~M~K?!z{>J!WC+Ua^TO^mr(c;W<;Q0SGwU`|h4_M~vmtd3
z6mE0iEv1G@!m^=G$gEP5bJWhEnnFPIg*4j+RaP`f;FCVWHtvleo!*;l&10GD)etU`
zRc*bF`9f4^3QLCvQ~2t4USf9E(){g-uF>Ks%l<rz!I*}YByX{(;CP-(R1YgX*AlPh
zU;ZciiuXHze21uqdi!X&>+mK{3=wao-1q5LQhB$k=*hvz!A1{qr0H1}3|0A$6O(_R
z^)Ek(Xwx7B&;GTT<(FwE!5%E=&vQGTo}#$lqL5hiNZzU5zbh%?9fg$Z2t9uVG|!WL
z!I+~5(cL}Xj0pcz+Z*zAQd9tsHWR<LGW~z-G0BH_2;cd{(t^q90L_^|^xi<i9v4sa
zo?x^ZoG=3X|9LR{iHeY^Cei$$b_M<9My!0^*Cr4_f>w^kEwrGUx|+}b^I?`)b}C2M
zm$iW9mCm;EQ%5fApD9Gff)~>b<mODy^Ikl3ZEvIv4P$KBB6%M~aF)*of}`Ad4y$-~
zt9bVpLG;2r5mFtf$G?^{yYd&hqP!v#_9&{cKz&~_2*OyG&_*Jc1i)VRNw9!G<}crq
zzkHze0E&(4bovhO*qsq@!2Krh5Af$zk{LGL5em|Ba^es0)6b-*1>n<yykBW*V1Ex9
zxyB!dEcbX|1%P;tA5S>lPCx<bg4@Ve{cKReb;nE2GP?;H*|JnAOPLidT7H%yNV9)p
z^j9!#$2o21kkS5dn{#PYZ~2M7+>@uRPgJh5K9gj{kxOY)I8#u}G5pov`15Ri|NqeR
z)lp6V|MyE6xzQl8(IL`Z8;uBvZv;`gQ2{|xBsLn6R0O3%0Yyp$BuAqHqJo4V-8DiO
zFt+bLzjJ<PJNt_>4zKZg?%v0}k9#v3yA*!<7c{lBq&}_g+Eg}W;7U25lgU?32cd(u
zttv2RmanUN`waFfIgvu*Ya%06&(tdPArSC?xZFY9hf9+scOWCS)D4eHDZ1Xf=n{-s
z%;f9N(dc=IalrA@+Rt9YB|}TAYb7uo2~P_<2sqTc!D!<Ds$Z7~C+NdZ;cWgf5UNE$
zU%(Oq`LGSWN0qEZ(EdVdWC=ny<s$_X)RpTtBkZ?Ugkcxe{mf?uT`Y4@(Yrwm6z(pv
zB}R|LaCcG;UcMW?$=-o^KwQ3-%Rm{*J|$i6ol)(7+Q(bpL$ac{F8hitIb9I<j*-hM
z0XPzN0ndWiHo<Yz4P{>8f&Ryj33J9v-uf!(^n@M8Dko$q0ck|RxIkM7XM?A4`fm_|
zshLt#u>BHt125@-msAG%=%Tn{G8u4hJ*hi1bYyS}s7o-jhq~4<?E{h2^KoYzz#!t(
zGLkW5eVRN24bV3@LHyhp^*=|U^Cwi6y1_GQm|8<EkRr%@3a5I$aG?4pBaIqQBAJen
zy>1m(d(Cs6=3Un1dQtM;ru^HxpUUHv;g=SSrWZKRZu08CjSXmicek?Qc1HTkqRyAM
zieKKZduf$a<xp7_oVyYJw(3z_)$O>dyX8D_Xl`n7+J&5OyQO}CGx$A5o5_ai6oFY%
z|76(cP1x8?*w5#QcZ=VYqK77K9{hqBQ+EI)!mFgH&M%%@ay+>#h`|`!EmR8CUnTws
zbD*!Yf~F?XVWKeEvWQn16f9v(C?j;@dEl>%0PANVHXgq_5g!cy$^MqxbgGuivG;2T
zsmh#O48G5~`TkDvhld@<4_Ss^cW+*cyU9f-B|CrXRXSC@!U?9BIulIx1KH>yH@m32
zQ7(lLsFaicwg1A(CE9+%o-iT}6ZA4gv5Q<<Z4cYp=-HnLA&Z`1v9F4YsZ%_1Y#mvz
zBse9$gc$!t!IRjdV7I@L#(LR-8kF#b>N-Ge)=Drhzy;Mvf_m2kq?}Nvx<${CS*gla
zx>0fyUp|h`dROIqa74qikkw2nK2J@3QcZWBs!rwIRC{Hk@zPq|&L^P0I@rN!&2xO-
zZ+89euWgUk@qwtk+MW=!u{64QJN^}yi{sA1-}5SG9U|Y;BW;62O|uitODoaR8uMXh
z_~c2vRXwg^DQ2XXw#XbNCgp^s_zQ||yWUfaL)!~%ps}C;QO#9Ti|y?E=F6Y=@hdY#
z7pRc%rn|;P7|n&Z&DcWf588&Z6EEW?4;+Z4URbnRQm0aEx+!M!Hs5yE(*2^<4&Y@3
zO)(~nM?&-dm#McVwqM`NXWILrT5KQu)0@p^01%rtYaQK1I)?1;WoPH-7G#xwcw5c8
zEqBLMM?)$q{2uUZ6GwANkmgb|G2SM>KIF+u$Cj0r)Zb#CLsp>{yiXjeug&^=LqWTH
zN@jl5ck|jIOyZp9mu{}Cwe`(?qA`F~>tkA{=Uz{Le@&03{g_DqVBq0(+ZYE)7acV_
z4z>5+Lq84$%6<Q&I$W<h(rB0C@opdki8|J$rg9<3`uX*D7>RJ|M`UlObCV5(G&${Z
zx_wD_sg`k2=(+oaoC$S07As9PjvUWRUS8R!hO#oOOJx1qnR7tJd|>G1n84&i7I$}d
zdxOQOuZS2~3sked|Ds?o(`_4nho#5wT8v8vcV{1;P-X)Qtt#GBR8+K5AMZ9Nz6)R3
z5WBJ=b!9<XbXCGI3*HDh1&qM&3!cVckuL;^z<4KV1=}{vgAzn8+M90wekp;W7hU=D
zly;s6Gh^aTgo@K<Mgt4s06mF^Ly0*6Ly3Tgl_(<4n7@uzP>0DS%G?E*@f)Oj#YI|B
z*If4%1fr~)8$D{kiHNzR1$t{Akr7>@RYVIRffJBnbO*XDnQ-pM^9GZ#tT`F1s*;Zc
zO8#l-ZG}NZA3=J<Ob%R>x!|@xujGCI>@G9V{a}r5xTFXEq3aab16Kq@VV_RF^!fFs
z-onE;{j57fra^Qd5<BPxnEfV<+W`x{I_+7$`wZg@+>ic3Szw!G?Kfc2Ii8ZIgYc<7
z1%lsrq-_ug@g%VHvD;;pE=KPH7rLXh*2L7T`Al;y&M#q4!zUS|jlUlgBhRDvo1Vqi
zecXwk)nkOD-!83pn9lEw-5fo!Nc-pfhxTDmE_r=Xj*JUy!P%q@pixUJotX6zQY~-X
z8N<K_o%=V0PsF!vgCrE9pl9E4>EoTmN#gU^413@-PFDc_k;L$@Eoxb@t*8qvC&2V3
zmCR-f-M5tc9BoukIMnJ9RIrS64oiyAdqG1&;5Hz7*e35uQP2m-Q>VDy7P+qPx@Z=o
zTkA+;r^I!JvoD4bPz{SD7v1TEvVyCjx4Q;Zeyyf!i5L|YQU(KY>odhC!3d7AuL8G@
zysG9e#pnf#kEu<(Tu43pe(72tJdmkJ(Wsh~l;gg~<QCY!$OqfAFXcPjugqklSdf9y
z6N4PwpE!o{uv@*du!&O&UUbV!=Dw2xTxS5ibwHL>q+BHf1wO@AtXW=yy5#F!9-#k>
zzutpWR1}<nn_U9^(ouF5Wb24?d%Wmq{3diiK5be2E`>kn04NhaG@;$k5q4zA@upaK
z^TWtgr~j%fI@g$THFA?(=s0FjziSl^i^Av)s+M;A;8(j`^5vN=HagcJ&M889W2;uz
znJo9{U|CX{uq-L!1R%*lsfj@_SVL!m5~0?T2;J%w`*DFp{pUaOapOb9^&<7i=^>t9
z9l&i|pbT1e4WwK6nt^yrniX+dNTS0P_jJ$|y1#O1%iw6G&)mBFy|O$1$CdoxmDwZq
zb~<v`50UYS61f>KyL;~DS6BNAvYYN_oc7@VF{JZ8(CVBZz2WMXMV-2?r|%&FB*LGv
z#65x8=nHQ`Uk}+U{j4x*?&L^b4~3`dHP2}0DTL!b_@0v>d7&xvd(>kJDHMdmkidE<
zOf>0u75oKFt<{Z1Mm<gxBOeQFOq?L29-S;){6YWKTkU)2<k%5*LYn$haea<NTFOHr
zJ058f&u;AH(K^)b{rZx)TGV<es*QF8t}5`!F>*5KQ6;$>zw<$R!XgNJ+A{?<7eAS)
znhp5ix%ElkZj;%kr2#JLgxb+vS&7WfIeF015X~kBzjgeeMzd~Zvt*OXt;ULG{yZdG
z8qd~~^VS4Z951SNMh??{-*Px{JPB&w*om5*xOiK8{wQ?dJAY_&^Phvd*8!FL7L<ZK
z06NIAeI{z({@c_uCh@etZ`CLLj|j8RJ~?<<1Qlq|5cJP8W6jS)=l<S~{PcD^;x2iL
z6@t#c{7sOUm|}hErRq^6aZNK9*`%r6piy{7K){xL`xYPTO+C7rB-p#O)Tx3j`)5U=
zAy$3k1)7)O{LPQIz3p}~f0rdb*qMs#cza-?ySw|m*F1Bq6g4L;JHgJ?YC!wVmiL)N
zV5CV$@%lTOtr&+2y}Cv%Lt{a+^krn0w9>EY;D+rZ0B$f)fo4UG+iQx~Lx>DKkbT;~
zZ%#iWjg6k<*$r09d?=>cSR;MW|E5}V{E?-j%vJR~Ub{R~ZNyenEIrHX--dqu@iGZe
zi!&&5%jxm-DR-1a!-OCSsnW{h`%g}EK2aNhhD`FqKBC!|EqmsX2+$4QZCl>OFvd){
zg*c|9d>z$Ghvx-6goSExECfmMEr%&Err6+ku$ic^<TBkxWt@sKP{L{nA&B16A38`p
zVp70@wIl%TY8JQ$LFyc<;TkhLW^w0JCh37Uc)x>B5lg{>zt4pvM%Gwe1tKz8Ni|s3
zi!A^(XMmVwvMpFALw8wy{hle|(^$sV-LX8Lk|u?oU3cTLH3OAZBUSlD0YVZw11`6o
zKF+)WUl)A^f*BZJeQ11F!4d%wFJ^V@_AyM}iKpAaTL2CLFaupaJlr=v+1K!@Z=d9Q
z(JEgo=J}f@s>ded#|`FXeH$;)|0d)z(-2rpkRTbDrSM<Lw#@Y{$?IECYfQ3j(yoHD
z9H8A~8v}#5yY&7Tzs)_tWCJ&(186aFiZXGEGrbUj<4m8GC|G9AIAx99%AaJAGR1QP
zp3`Mi;cjM)#V0YNw7vh>y&AjmV&=w+pSKIA=~m&{cOB*_SR!p4Cdl{8wvisnAT-$G
z`)|_U9m94_)9}z2|8}IsKfP-!x(O|JV{~PTyp?P%|B?5uf9UDFjO7%5q=8)U`T}sn
zM|O8Mp)OItS)g$_)c4EQThI#Y=HD#ZO`!GKiS^pQTWd_d!>yfHPP%^QpN~)J+cnUr
zdNKN#?uid3KKv<P)+$o+P7PS9-$K8n!QiF|q~M!PymWFs4P11COhjz8XTTodc0`oy
z<!b)t$yw5v6NRpyg4M#8`7SeN$+pN-00inOF*=_(!WU<T_X;2zdfQQ(fI7X6M&N?x
zgCxObdG$*9yS8M*z|v@|HYYbeZ4lTFgQ2HkRYPNESSSdlRrpA%5`}gMje?X49K!#x
z$o#`%;#&XG2e(@Uw;Kh&D+{+T33sGB{LDu!LLH(&`cC|dPy8O7NQJIxX>LKN|9HMv
zRH4wotCFc4?|#!=vF-XItmgGM;`rqUR0inM{dtf)-4N2B*tcAzSYcKGh4s20^PsvZ
zKxt}xH7f}`3W~D>E#R(RBe^qj{Y?B((xq4KjAye$$$4S_UbAPd1By7I>LZ7{kCo3t
zY5ah~^iQkld*$$ye<J>ot_58d%T5>>jxIF8m5fWziDfVo?06}EUkvcH+Bx;wvQvb)
zfir3Zc#1}x0D6eD`APCne`e`<4V~+-C?fnEE%!+xlL2BOSaOP%Bhs$gIid7T(wV!f
zVr>-g+42R*q*l}Z>!hMso<Wt>wQ9hxf>Z7jLQyj&-0GxEu7_&~<3tp%88WboyJP!N
z2HKW0YH|Vl@#<O`qyGBv>+dy)JVNpo<;T>zW?Yp*_nP~RvU^%2F8$e@;hgwW`oKMU
zt2Mg!U53X|a;p_P*16r2^-hW%AhFVyS4Dhc5+<F(1X72a%(AOc5Ez7731NcKM1VA5
zo+Uwy|0%ro0catHz|Qc7*H#|iFxw{FaVS$7W}rPpOvwGoWUgVZp$S+0)lAnMsnV(p
zhkMdjIhhlM5Fp(HxCkh7KrHi{Sm8I*{}2!cT@Aeqb_fdLTFl59fIuOFJnEkO5_!?}
zq)+SxPUMvZn@S7<3W+I3S<=&NU7ANO-Zof#gW#mzv(-=BZ}ay_vG#SSguk-gW=w9r
zowa``QX2Q$@X4UzS1H4{Qt|iRTK*fW61#Kr8vok@fxao!;P7a4SxHk<No!HbhfZ81
z7H3|J^Qgn!O~SGC;WJ#lG0J0b<*~9$>&`@+Tr{2(OLGuSu(l#tXVVULUAG=_vX;U4
z>K9KZpd`jinAsMtV38<cuz?Vw92z&HG4b!ekp@-^g+*q(mPv~4RXp6OA3b^?>t25d
zmV@)oWb00{fCLc@sL%{46Pg}4;c4f`4_W2UKm_>W@x#)_EnKv%TPiWpdiCe!;c^@9
zYtoAB4y8?=nIoI=cP_^(+rX->u-&{ZRs1n`9!Xq|d!*{j0J{y`4JO(DCqm`PT|I&p
zNpVPQ^nAwhYA*?#qokUn#KkFIp_CNs#xGtW%{4*e=l94_z)(kr0~n<&2xM|0L?a+2
zU32ju2&K5wV9@(i?^kxp6@wSIQ)=qioHj&0f3*((M4Nz&_+9(&85_gR3`Uz5Z{B{5
zdsmx2_B_Ri5bGM#@i0p;2Kh60f%e)gs4lWjUZP%E;)9}elj_?brKxTAJ1agmJFXqW
z<F2iFD;A+!v%J2?Vbi;P%RRd23VrfOBG?`fRSEr`Xj%Kr<!?oIq=hlDF!e~2Yb9D|
znxbch@0-M4tH<RmfogkcfA`Tkn8QHCg*&c<V3Q6L`YsaqU&uX))M!}k_oo<wzD<yR
zh?%~HkDH&pn_~pnCen|zlizGNRj;bxR^w^pH1eb)mp@WQ{LIYaXd{1}Z7TEA%LOcE
z`x^Z;$JQ<W1?#H;mzn*){%bT3ZAuDNN~`<Lq+)%dY<V!66&SP2qJBeh!@57~GGpKT
zfWtjh3%jXRa`uZY10U5SbxD)YRfB#vbHIOSoqR>3`ByLw<0x(GCx!Q#JMMhMg~w!i
zzD*8kQ76Eu$q)TdW=}&4PEi>w#y02k)brLUP><z;pYhio=1LmN6{GXvLgu`7KGjDW
zn08jNmOn4bPJ#J#l7XKR(sNpDvzu)>HSMSi>^-iBJ7&1r!AAL^#^2u?eh+`7S)*lQ
zf9%3c056b=^PL&H$?$%u`h>6YXQuNM#M{rnJT!oW+IWZBxGcLNEWW`s4ahnGy*EC9
zd@=QfZ0p)ggI_zKdT8+iGv%W8uSM+3dkaMR_(TkLdM6OevE$R$FYepiNvf7JZiIg`
zyCtJ6IG^Z|!st(oXXc|;962A-2J86sq6sJpZA=6}7M9eG`NAbZ0<Ad7(V6S+flysN
zulone1P6`f;M4e<(jdAm8P<gVyh`duK!Uz5g1&;%x`Mty|0uwLF6P-SOl+c4YToti
zXSd>GvB)s?HMVXNc;OT~EAaeteD<S^=XLC#<5!yF-5<r3he7&2Lx1}prugsIEYIK8
zDPkB*G@Ki8lJlyW-+plF71^U1$UMP_MS2eBsT}^P5+TW@L~6_rCq+Bs#7ib`|9ECO
z577*!|Gg|}_0o``6HlN@Eo2unQ{1D)++NT_lVWY1eyzhgjc+$!{3wmQ#~p_acO4iF
zv+wQwHDEusX3m!q%{{wA64e)^l)DsU3Rje!;MXOeMk=gwL*!ZZAlwVxr(8?%PNN0L
z^=!ICX>oy3_qLP>aq<SKha0TDEW>{y?naV{o?tN%;Dsn+(jPcq`mR@YtA}Yw9ImM~
z+Q`_$I0`q06h8w1?n>Zt^Z^{+-i$^^NnW^tsh>Y+uei~NYjJAxo>R*|PhYd~9UnC%
zag_N=@9(VB#z+#cJdDguDoaMdTyuVMS=5fI7U{%Sfm+WLjRXhQw{k1z=I7eoSEJ~R
z@?QB!|FRnvma1ei5C5WIxbu{G4ktMo;W;)=6P^FNw5a&1&R;usalq8y#C~#R2m3?%
zO<Ift@Tqz1*}xav7i2sWO!)S)e2RwDz)q=1i;%c~!9}m^**dFH7o1Sd15+VIlX?ce
z%LZ{q7}BFxuV2%^=>HwP&`FpSuh+FyPGW+me3&O|_XDr;g*_dSU(~Jm;n3yuOXzJf
z_}>T9($1|VyMg8exeJesnTbltqn86jFA>>rSU8DIe6NVK&2<2OihdJd*^)klWr3M=
zU}(YoQP^{tqt>45m}4&x39AehL`*_sP{=oCE-t`rV81Q~i@_W~ce<`0wTZ89eF32B
zqM3GtUhr5=uGU>I(scXX^uaSq@qWK*py$KD?@rCw2P+5htoLtK=h&A?2)}96)w8=X
zjWPUv(=GP(i~RR#G3_-mWi>I+(%Mqe^5508Rg^SzzBH<Qulu$sG9Yemx4PNNI=+c{
zrzN!Uxa<8lbkj`KkEw&k+QSRy?+@TKQIFM*wtCJxbs`Alt_xLof};+1SV-sIm)Jt_
z^l%*2iSRTBJr{j(^yAN3`dsJPehyXnI$M=oM4B+bmO=XiwY6j-)6p4t5&1WY7+Z%0
zkZ~v^AS&#9VIq`D=*|}|^3Z?V$rr=#oSfRj(gzd8A4HKi#?#Rq;iUC(Vd7>-j=qB|
z?R3$}C+(fP<j-u+;J&KJPxg;TgFGr17Uv5NBUP`1Nu!TW*JlrD^RDmts&#Csh&b`p
zbcEEs^^0D~j^xOpBfH4nl)^<+YFY;WLv;((ApeFOu8;f~2vIHkI~THGvNq0k(ez#0
zr{&D;&rSvZux#sI`^HAp#N0XOR<P6e4>f5;(|-h%Rhh@<c3U5{Z-qM;&x&G^cfJ?+
z=>)eeOlJO3rhSz@9+a>1_c8hA+L!58W4OxhpJ2Dg<16N(0Cc|8kcPwa;6|mj2*cez
z^V6Ir_WXB4>Nfe|DDjZT3a^EJ)+Q|$aIL@G+Oy_nx71^*dXhX{Ku^%${XCqldc5tY
z6;Zr1nR(3iDK+tUj_9}c^6Srw+jsNIdKf^FRx^A{{MDttX2Q}>g|09P4gV7!3hFWc
z*!^^@ie}WU%wXJ#k^1~~>#4%cC(1X>v3SckjJMaMx7YNh$MmKb=-Al{MgrSn+|{|)
zH1arF?5xk!{VM!sxY+zfM2~KA2Fds352tFr<as3WvO%{0fpO(yYpi~JlXY^dBpq69
z6G#D&;n3r0LuL)pw3Zb_)Pm>D9ha8bZxK1^9C-LS$Ojlj71jLJCRwOBt`rrM!2n4>
z=BM2#NV6)q9;Z<R3)D#t7GkV}7?;Z-sQiBb7>sE!7FGYTAC@cJrezdd`Faw`RF7u$
zxy1%y;cZL=3*PTJ&gdK#Bots30Hd(MS?r!+w-eJG!`ynfM)!r;SpSC~g=?;DBf^is
zr~ZN?Yp(fwufyi9(M9F3k#LWiv)C;Y*=-Z?G+3Uxtk`)`v$)V&kr?L@fR^}igb6M*
zRz@7^Xu;T)&mJVIPP`|z60Y&j$Y}C?HQ~=xX6VDxOApI<58d((-0~O}?=UR=LG1%`
z6SK;Xv)o_d`+?6*D%-h7spJopEu!DvF0t?D0&*3oD~@V{b-~{oez{V-IL3)Vnf}^+
z;qfuYD+EOpYz?#unRvtZs<<%qHVlLVkbw#cKU=^40>rJ?nCuBcQIIZlIhGb`d!1UY
zq^rx`r!PVCbngT^u1|;4E@#YsGb3x>?(`zOQ)?&c(Wd3?P3PNR0hLOhJC#1eZDA7M
z{=;0XWUyuarcHv{TsOR<TFLr6?PIc~kt!Y@N5#Zo!M6&U?;2WQ5LaG36rvvsRbiIE
zgZ3HwEJ2fiupa!#f1@aGE}765jQC!D0_TwBSQFDzetN7gU=Rp|=LKr0_UwM$oO}-T
zSX-^G8J;TMeamP0z&gaqIwacq7-Rk0*?JYf`jl+G5t&`bA*qegd0tYDzzaBk2k^v5
zuq+3${K|wsq0#j=dF;15n-44B_P5l`RRJ_*aL})J&zjxiHLWd1wB+gf(h4F#Rl=H#
z)dIO+XqQQVWh%nJ#3Jwfs=Bf<wyI=mb<f0&-Wd)##m>`;kp(M7CF?{bi`9V$*j&Hu
zUIO>`g!NRW9|BA_c8iUw-$<Oik!b3d$my4;NRUX>yb%IGqo`l;(f-~^{`Zpn{a~S0
z@X*g}n-5bq!(%r?QWrzA7jGC(g(YtWr!7WG^`3hdPeeJT^E=k8$S~hlc~Re=0K9Z5
z?cqbC(nZs2FOv7^qzebWC`KMP`TX+2vsrUHdBw*u5F&CFd^x`zO<BDe$=Bi_(hB_#
znK+YOHr-YHiwiX3Bc&KJ7)J>Z2^PUuAJ63v=3e?hM~%7VVYn(f;`M<jhTZ}#AtVaz
zO22h$6p;(*1@&{-PFB>_{Yru=?cc9c^?2F;m01jaxQdY(k8re*iSiQwBH*%P>T4r;
znvX}eHx%D|=(>Zu0zQbwQzzC?CY-Y~haA+FL2vy}W`9~eadCs~qcFLJ#4z2CSQ5xh
zICtfA<p$|0#$flSexxtY=b4r6sCSt!IjQ+wb2{uSQP__>7q0=dw-caYJ;rFg|3?g)
z?c$~x+@HDJ{8r#ovb5)_l#|QM9Wj(qFRAoo)yj!=7Ic(%h_)7-@He>C(>z3T_%_S3
z*8~zncg=a%S+K>Xe_gTU)8||-0mlkqL|NnWjn;n6Y;yOZHy>G-^AO&^ksB>R?M&6x
zeO?b_k#GDu>46P&rru*)-{|D8Ba`(9U(^Y*pdeBK?nd%?LGr6e%P%t4Lo()--fxd=
z^$yuB`h+krm8;KlaFVbFgR49e(qJou>t`R^Nvh$~P>J`dG{aRbwtYCOEi4Yu_1x_D
zf-Bp1ceZZ^(s2@&h#&+=0+to+?7%?M7y9-JGKB6Gg182=CmD)72{u2v`6G8@F+fpt
z(d(+{NX}E1tYps2lo!@d{<}f{>n7c}RoSKc|6Tbg+1MhOcBWf%7A0`zSa{~Ab7s+T
z7D7Jz4GibRg^P8CCv=6=2%ep>gSDUFWDK1&xv6u?!$g3u^)jWnWZ9SizjqLI?|^*o
z0C?{Js|~6828~rJP7@Q-0CCeP(|{IU$4R4RRy^!gP4po&cY#1^uP<IOgVMvj3YQDu
zqa+5`JW;Tnr(o`2<o4kh14LH9trr1Sz%DQu76mw@^)kF_+>1^UB)jz7$@_P|+T$v@
z>*mAwdZGe&2<=@<Qw#7R14uorS<#lZm;*RBZr+7D;f2MpAz%pz684l<#zIoY;;vq9
z1c0a;P9_EO@ipY<^ENjxKWgSU4YP(2<tV61NwWj^Gy^o4lYa9G=T9dgpSFmSskfpp
z?!Wkx^gbxVc1K8bvBNL5V*3&n8L?sjX77#7E|-wn>K=m;b#-3EA#ZvUVr^c04rz?H
zkV!y30Yud)N_|j$>n}$ohaaXmxenjgaQ>N*4sEvEIjZ}+bGLQin_q2HPn6R@Y*bQ2
zB^`B@beWmZ6M#ihnV%uCAo)m>cPCm$Y+lc2zOT9X+kV$A){ITom|8I*mSw7t6Z1eM
zamK79V}UD<q8}cnord=wO!FH`1`<moWjiF%I7>H25DF3caM90eV0JLA{T16|b=6~6
z$Dz+{xgQ?MR|J+__cRvx#)!^0oyy^EzTDrW(anZP%EDA=AzK;Y-weE#yzSa8uf0dH
zDI*=Ax0HDvLj&@dN}Z2f1ly<W@4b#+Hr)yq3fVF&U>BKv?x8iVO7xZ@Zb?8l-vUk%
zrL{El<F`_jEYlT#nkoD+RU99Yn;33X82lhFRi_HIFX^Sum;vBt^P+-E^)urw-Lo``
z@Z3QEM(Gd**@sGHbenNQ^!!84FHalAKCARk*(AJt5&n`|KKlZI_GTe~MVy@1Xd&oc
zUdaJ{x>GI)#krWhB$k-yY|SGV4Ip+IJ9gVybU%)bn+T`-{*RT{LsaFfNf`F`)n?(V
zLaRVGc#Sg=TTknCHNcBbUYt&zHsFS4y|PN_yN%`8sm+x)BBym@VW+HRD=AFCDBBjx
z=zY+vq24q@#%XK<pjKnq#+j_k<V-_7|DC~NNW>uq4^N80t3lk|v67G{{gz7$H`Z3H
z*OtcFmucToS!56w!<KF}jWm)Z`a<R>?N^Y!80VEy2Z`!djO{J%tF#zc90ox38IBBB
z^!KF@X)OdinB}6K7m;d2cJ<TbN(KWRf{f*=1MI&=hswbZ7@S?0cGIYapDvvY@P-U|
z+&%(;md+daM6^qT2CmW#lWm-Tt41iU5r%Syl_NO^l>DPGgr58=Mb8h{X^Adk=SLe<
z8Lz<=ZcD9tepBzP`we^hS%sNf5+OQQ%U9v|^DkDE5S%ZlMBWnjop-LHheqj=3wM*;
zJt0?)b!5pcqhS>v!R0j35ZN*VgWgJbT6@IuR|e^e0apd`CQm<)WWVsYUS}CMlapw9
z9;eBAxaP}wq|u7~=-tF<J1CP<`k&2`^m3Bwt-%`tX8_gPJi$pnnQwB7@~l;o4~q86
z7|P*`W%Z8{)!@TiO@SVvqQ4#_K1Lenrz=aD)h?Y3`v!8EF}f8f1cea)2YQ*VW*&ya
zkm2qJP?s=0Kd7%ALFV-W&+?N<`Wtet;JauZfxo2>6e1_&AHPSi{m?qP!0^%<SQ!a0
zex&jy9?jFDC_?%KCz%*DZFRFuA=Idx@YGB9aIFYgp?b_SE7mKaSY}Ybp+p7-*Rr5`
zb4fj&V%JL;f*)I)CXrPrw9{NAHQ)9p=zlOD{Ts;sVo6SqCVsTy_%{+MMgc6%b4NK7
z;Om(^EEg8SX=d9O*McaE2V1oiXiSHWnkl+IJ>bZPg1d%zuXwn0i|$U&tdpAf&ONQa
z*5UaZN9Y(AicW9zXq@Q7Fg!(4giev?Q2^WjR5|P%^Xo+ChIk^sxVbKMvJ0R>6JR48
zLc)Lj+Rwa%f>5vvw2NK;h4dzUsJs3OMCcj2I%?+n@=G^)=i^Jh4{QEW=S%}L>h^qd
zGPZc}hI`3R$1ZWi2ZwLc_fJc`pxF%Re>LJc?Z>GhusY2<{7K79c_#Jd%u)8tKX!~`
zf)vp6)j~+ZMn@WlJdXCjN@j05=wxi6<o;UGr}54WzjKe`t)_EoC(}A*r)ypoPBS-$
zj8IiN^7LLGAH^S*bX4eTqv!U>r#HU;8i>TB+rkg#cMhq&wxk6rjk};<g+E}S5Y9CT
z(P89sSy?iXgP53uM@In23!xem01Ses{s0wbC8|=H+~LB-7W!|;*~PyUCnud~3Tfky
zIJ%R(Kai7->?D%Ux!`-9&2yB9y7Na)=N}4Rh&!ZGEs%%JJF7jb_fL3h8UKD(^XDB*
zRBWH1rV{XPHAgJ(p6XxmI#w<q)sQDg{unn>l|uY#OC*E>Sk{NCp;5#I=W%5e@*Xx~
z61c42^QGO~i+QF!?Bmw-7xJGqq{_s_WYqaxufvqx<B4{M2j^#h;f!s(>(PJaC@oDV
zw~YtV-(P`W+5|?eSGUeYZBPM~MUl70qv{1Bi%CbbRbcUot@+x^rN}i4>he?b20m0Z
z#P9RRs^y@7kuNbrZjY+O>3@EI?g^y$mnfWcznOVP-AN5}4HdEaD%93+QJ@f!uh8bu
z5TQjM1OD1w_2=0le8r<^>Sn-2Yrz%c``C!)&<0LK67S=X!dZK&2xusx{Oiw^-(6CZ
zwz8ubMN20zyK5y6wII>6l;7nohs#?YziI)`@=KnTe4fSZe#P8(E7^S+S-7#7O3|0^
z#ABtE{*(Sh)$J607!`cGK;3EsKa}RiOT)^T2yi?7nb7#hJE_NLZmu9X83M*0UuaUa
z!`?IuWcF~hf!2tfjwGCp(41PFou-AK0?=vzQn6LiJZ-yz_=V}M9;wi0?+ZOO+plyS
ze)zlfpcOs3i^=Hea?bkS1fU0}1QF`3e-SgExKtt|-feFY)4c&w>!PD7Osa9y6aVdS
z(|<xIh-vV}hW7B4XmM`ZUNh7%4NzlUv}E&fVuRe~Jx&DeFhfx#GpUG*J8uK8^qord
z@kkAfs<sq7IZ|WW36|+UkI4TXALdl9CUGGX!%C77J##YB(x2y;=R*(>PoG}`sW8XY
zyrJm{$_0A1#w}B?wX+~X42YylfIFJfx8-t&NlLCiG&OOMTDcRxo;pOxyUo%hN3ks8
zoz37%VM%IUjUm3EPVN_bRR98}SsO7q?+ugR$I}(76!Sk};SZ=4fnMf$C^J3(9wg03
zHUC-oT{a@<vsJ3S{w(t8lM??voZ~h>^-PeD<em~APnE*!xwE}Ns9h2+W3Wd_DI}>q
zEquZ#1_AL2;;Dt5*X1N&%TQo4w}bPxWfsJz2jL9QjR><WJT4Y07`=FMbk1>CpW|-q
zO7R#FF?Lx{T*%Eku;0>})4NWJ!4_m0ZEb@zZ?}G_otN37J5R#0B#jL7n0?)T`*pWw
zWM}FQKn4L&cNUy4@!~bO1sKAPeGu(zY5~9!$vcMNV*chCW?6>wrmmwH9l6X(ng@yY
z&Qy_=TAAnJY3$M8{v@dU>rvX*qmi#qN6dK~@)UHnO?cY#6wc(1N2z_tf|A-EUuIv=
zd*~X(p`sbtS+bCS3X#7GX`lERPwJ1g&s4UmXZlVpyua-dH?5$5S8rMWzQ$|iE9LQG
zm0(zaY5_e8vhHXjG0Ln)0DbkZWNU=S-G?lYMqkM@MtPes-!lP0e~v$AAIs;P$>M|D
zGpE0I6$0t5l^m&%|II*5Jo8RJlQ=muX`-oqW1<=p?VS|V2L8g8*%&HR*S)jZvva9?
zhqs%bx4YmHwRNn={*oRL=Whsu^!>Y&Wam)#=e6_6VHfXr$m2rTLG}Jz^Y;n2Eu$P)
z@z$WrDKK#418Zwu9-f_Xp#}!d_lv9Xj>aQ*6+2xDRQO+`QS_iiInM^OykUA$k5Vt%
z%(aNDd^rXQ1A=fwDj>p_*;@W2(!N4+9dcjZF-qY^#64E|DTh0<!z_avB8l`paLOyC
z6(^@ytQlYoI3s|u1g6k*_XD-~oWEAzRm27Yrg4d}&x-PRMesdf5_qER(P78wYTipl
z!2x<tw?$+}|1nD(6hhyPFN8m<pMdBI+ggI-Mh#9#ZmP82JMr>7$(=dTc-42pySSGK
z*ja&`(yw`=fT!el*YAmt<ChxC_G&1RR$?6wD7|~4ubM2Q*gc6cJnIaU-fW)G6r)dE
z{ik1y1f&?f^P?&wY~o+kA0%&~_kG;bHx!A9nW?Q;kF5KWH1Dmjxb8mZp4HKtWnX9c
za3iuY`pmvq5V7>BumALhH`mbjyQOLEwQm%NiS&)ZN@N$GZCnDCkbO{$lZ0I&VT2G{
z$voUx$S`}%JTli*E(y!W)QgrgSVFF&Ac66_%s2^H$Tn1$0PitP*0RxCWTcO=mgc&g
zXvi4H0^66iNj4ioW3Ec17=oH%A~v3aWWi_F?8yn3QG1kumF<MshZ;jt4|^t2QV2pp
zXnO=JrI;xFd6ipLTK}tW$;(u1B+KHJEXQRLHen$y;dkusOWA8m_};#|bgx`jd7^ZB
zJx*<%Mt$q_^Ts2;vB1OMfk!_+9RB)nJfR35Q>N=C>DP5cCFv|8_0~zTD!J&&v%6AY
z3WkWregSu(A#cCXR(%7L5HUpBcvNtFCMlNQ7Bh&WfD5PxCSx7e-(H;gA;27le)<Ki
z_N_MX27rYGeh$Oo8{vbbF7w+j#2{!C8F;tgG9Lc*zY#T3_YK_{U5lY8@CF5YD4Ri{
z{t~l!N^xBV+|U`u!if-}03^BpYct7+7yJ?nVW-a5)XJOHUw>Ag2nZAmz^Qc|1CwL*
z6P~$gb5-!E=78YotjOB8fX)`gB$?sv6^!2XE?M?52NBpRJmDHwZndp@M|jovG)JTB
zJ3i4{t)?kqgVp~WW$6jAoo!(mrS3@$N+M1M^UEo={C#1|BupYw2^ck~ONe#s$c_@E
zLv!C!%e|@bDvJ=C*QXNtj$hz+tIG8Dal`DAZ|4MU4}9>r>yy~%jzkPnE6s|9+Qam7
zFX%aCY8@LWkK<a5k?E&(GFsL*aS-}BUY>E^cH)^HCMg0_D%UOhvwOEZaoh__p@y8=
z+;j^Gva;~8^0N<g)Vmhts%T>sC1iwR-CgdT8%l01<h_-{6{?Qjb=BRDkC_ZSmG_bZ
z1t@7BSw0;68;32B*BNKwRlQ+<4a9#K;iIS}ot2;Jw*61I`eSVBctkLV)|kgU0Mmga
zhBi5M{=Q)`WJqmoy*+JZ{@Yl8#Oa!#rLm;#EoiAomwD#fT2313wcDiYe<cY(=We*)
zUSG{1#a_*fy<K0XPGGDwP>7YZePhUsx|z7~dgO(N%nMNqYOuCs{P7!Th*<fyIen%X
zU01Ib?~?ufGM{TbW(@6S4E()l+j|yxbgv6p@D7ql`{-?dcvdu?5IYgRpW3h}(BQhO
z;JUljJ5$~_Q{HR;x>r{w%LJgMh7;-K7wzTiGXy^NN7&sLZ~Sd@vp0O_-Z$lULxwi5
z-aERq-243HtB2TS*nvy(4+T&Z#x_QP0B2yK6w{Hw%QmCL|IOCOZ~&Td4GB8{Hpn54
z@!!Bhu{7wSH-OF;#n{FSl$zGM%pI)v|AaR|doYGU?iIDzCt$-hRy5;Ny=C+dy^DC0
z@NR~n__$z5+(&BDEY;kF2gNWTV2*JZe}YsD3JNCDGDjI&01aVn^DH#0y2+t9p*;|^
z5PC4fu-qKy(HtkD4mD6ey%k7!KR@rFQuKJ=-oj*&?UgpyJZ)X%e4%_^;8`^lu$c7`
zz~_txI)IX48bZ%eRrN1RfJ{#TV4pe(!~+BnB!DAA2?E-O{}Kc(QMf6D0NzCT1=?a%
zuB(`lFq4}adh|pkHQL#++q)x1=@IeWe!_K#lo6BsFC(dq*%4s@i-D!5Y)l4ezxuRy
z@hcSCLtzMruBRv3icXlNw<mo`B_biUE_&K>Y>t$9gH~L=O<@zkuVPDy*OzmOh)CmW
z735|-^Cuaf(w@;Nw<-ACO7BDC6}z1xE|mtq`7Fc8`>+%p_3h)eFHGfS3`gd9>$#_T
zWE|PSjmliq<M*RyuHShVJ^2~iB9>vfbn+oCoH-yvCeHDP($DAw|G45$D~S%Tj8sYJ
z$Mj_`7H8<u$K1twI&W|bwBDb4-jv*5qWVuCUUT-|t}*l^VgC-RrBT4`b{uDd;_Jbr
zBUvFX1!icM?W0T3eKgr+@}F<%WjY<GPEIst1RjSM2Au-%K$^s<IzOR1Ib4t2)3$~5
zN#LNg1?Kt%Bwu}gvLl&RMy>2jabWAe^H4J+<xFeA_wOLZlG;W(Ahkq*J41kIji<2y
z3T8SS(JB1!RlyKQ2m$LwJ40f!vpM$RK0a7X-I5DCHxV^YJCDRhI8!cl!Kv=XJl|;&
z&xg-zBP(l*?40wrTTJ|SUU_VJ7>qx6KT_rxW*U2+`iXBS$U*u@tNN(j=cxVtzliFf
zNa;_JL&}lEN~B?B@Q`v<<C*-3r!(2|(n9NH?K5|ezdNy-;WGI|@-fx#_v-Jzzf`t#
z-gJJ^`FD@9LdKt$;F@B=4`^te;EWx7d|@h+C+-<t=r+`8qA?y#Iy<YF`%5h*n*B95
zhdy7rI7A~zgvFj(S*of{(1Z~aCy?Z@!v%O9HY{Z!QI(49E*37{!S@^^!_E&*CcZ~M
zKHbh)yZ%@EbYu8Bm3WaZ4in);+F=AA@A)ar_g@{4ueaD`?&zQI47^vx=etyrf8yUC
zwoiONve%xn4sAPpxYM4Z3_yP@oSlofcYP^&mT4g5uX@Xc&G7Fn+IKY|LR}}TL{iH|
zUX1|Yz~x)&E8ix$Q_E=A>q}LU!(Q-4hsurShixbQQ(Xzy((lw>1l5vn-`e{2H%;|I
z8>`*6g~T41JI%c-EUY-$y%_!ZkTSAU_%1l~d(nN3;6;m_Ogm~+okqm`?}dvd_+D-8
z)LhWA^Pl>j(ED&8$^ZVz@5|#WUf&L`v%B+syQcZ-nSEZ)!&12&_kgqH(y=8&N!kx?
zp(41$*igS>x2#r=hF0H}ra(XJt-IVF*X)lvs*l)KL~n)ov`0G2I>UVj?l~_s9q-Xl
z37?;lwNF^%TtD~YZwRYM*()Bh)Y5q06@d1*GdR`K?Y+O%j!EE-H^YvE;;@O;KNGfb
znD7cr|FwzmYYE}k+-@tjY%5`G9F{T3)O1**hWL<I*^UXRE-%^xYMwnR$+J$baEPyU
zvo5}jLi~{w(5w{rqd(I`(`o}%vnEcy2*1Pm`Q?fx?}|Flvijzl`ud9c`s&oyvhZOd
z3n_O0cPb*vrQ_QKy&wYEcn;b*rkxh%qWb26$08t>?J%X@4emakQ*@jQ1at@&?_PL)
zxGz_+RDxGg8~bl3{lD#uN?WWx-XJCd7O0W1%=nfmSi{s%LoYysb<tK|VzNqXa^Hly
zwJ$TEH+xUtp#-$DFW1DzB2ZDP^}RQ&DCJNaxfd$fRaBEgN9MwL0qO+R*G=g$%z{{L
zd-F1E4en=ExwGj#*bv}D*AO=jU(}6k%V+!*E6ZX^_c`CR>Ka4)E0z###YH2V<>Bp0
zJM|k)fu(!P{bOr=uJl4R^{9?2RL5tzlFt(LP{^`=0PD@s=iPCfBFj4fZ-d8I=>?1V
z?=axfP|&@`Y|OTyX<z_79&Rprclh<)_Z~dHD=%}Ssn(b^&*vMX4%z9@Y^`Ey#P%A>
z_v`N8=kYgRPMI_Bdma0MJdSKUkFdP@P@-OWh!6yH1EH1;CMFux#RAABwD$a_S+v)>
zNI*^W^VixEUaQETiBcxOQ@NWj1EK?0FWy$u+BFE=T*L0(T4S_cW3*Xg^Z|ODxc&3}
zviTn5aqLV5>JmvT(;yPK+<6(;j}4=d_F1K>NCd|6@TTQ|ROjM@zG)iKwjt3myMjNh
zq7}4i^!{NOKX_8aI%Zjay8U46_~7|tlPZ1=lZ=5M@zBR*6+#?znQ+OW1=Put#XXLG
zYO>eCf}eoInV$^I1zz4DJl()e(!cL%d*9Rhz8FVy{BK5j0(E|5!X%c>NtN3MnT2A1
z7G7=7;s2c(3(ek^3rn7-b?0N5e!=pUimmRN(cLv+rXiN-NFpTV>wwSMsVF(d?wKwY
z1IdCJv|YE#zvWi#<;Ga<9EQb{N_g0Jesk~qM6B3eUqWsQZ)2DiLQ)rwQx}+17t+iZ
zEX-X-%u7aKxZ;+X(&iahK)b;96GRdsoq_%P2lhR-E=Oft;oNESgOE@u|2lIe#n<cW
z&5}~Du9{Z8x0Muab5^HSUEa~lS>kKFtB8PhF@wI-qL7|3ERf8Iu3j`EfFmQii@6PA
za0l}alFHG|#KEY>3eS2boZd5l3|Iwqq$cL6irv9tk#Fiq_Z1jYqXGZ1yhNM16lg$+
zw6<h+14*n0+ahwZe-YXINL^ihZMZ<y>o}iB(X$Sm2ONXUQg9|++?<bbzDPL|Av!Ud
zyUd|~FtTh`xrEnwuoKhMQKY&0%}0#Tck-Q51-FQpBPZWCG-mGrJRq(c|9_&BJI%mG
zb{BqiZTVVIsJR!N&bx!019%-<zgFSK1ZM*WzAYgs0#Nb}5vkIKnAYbh)6}+9?aLv+
z*>-Jbq6}s=C(k^Oauy|{!4yk%>o*VI`iQogL7TPfKp>##7c~C)4NwIv!5alxL`to@
z(voooC})~W(E5(&{33Q=6AbiGCghSh>NlUL$xqSk^4xmbHyQ`g#aA0Ln5wW>2N`0l
zL2(G!HV6na5MYX;8h{yC3Gk`v#i?pmDo+r-nXyjlk%Q<-r;MPn3=owVtQsRLj;ck$
z3|POtGN5uJ2n`O?TUVXzV#lj#E$!E0&}}9e6P?sU(yy-m@97gE0^CL8ZArrBO-1u3
z*&#{o7RAqMYTwmVB-XsEs3~izDX6XaR8;c_TXVIz#wDXhx2`ZMsn9X0!>_K;rmn`b
zIL!#Kh`foV-qW!f+?s>wi^yetB}`H@z!>I9p?$#dNY*1JIs;0fRaL*s#f}4VA{Ntv
z<kitnRbsdoDDxuXJJPb+`Oz6Ac9>?#_XEKwA!i{WB#hjZJ&(kbfQe3O)J+`uR;K&D
z^{27fL-&LzRP>e+E!b%AV8@j|GycvyPVZ`jjh$F|!%a(`+Ze)S>E#^pE2yvu1|hO;
zLeaHX@MH|CT#ka3fcasOYU_kpM%5-p)f~qExe*!ToDi$<nVBbTT3@N;X@q(^j&`vC
z2oc)3Xl`j1l{=02AZVPEbl(EkyL^#bt%8TNSY$6~S@2X($l&&qw=K+BvZYEZu0iaJ
z|DI<tQe`OZp64`Z+l>`FVPeVT@4B(S&D}pf{`|t&1Lqv~djX4@^ltz5>sV8^Ra@uy
zaU}oAxjO$*s1AgnpYi91Gu%H)&1heXWi>S)SqdKMg%qYRX&|{G<aL(+(;HkdFm+%}
z3Riv^e&uC2|CSN`KO=f5WCYH5m>2{>&y?g*;fKDTPoSgywJ5!7x<WSp1?mdnFiOi}
zGb1UTnOxEDQ5`jM<cBwAR!WH}@d0ZrAeLaE%Ovkh|C}F={tcrz$m`evsRu$fjmGNv
zq^I9UlMwmjP`Rfcf4<><ceW)(^#1bbt-i>Uk9k?o^GeHGv&M|FgB|ZRbX?*E0is6#
zS8T}q!>VMxDsJ;#0#BtOcV!=Um3Yi)>`RL`pDh|+JJx*C?Rd{pM-RAy_y~T(1-L6W
z(gfwfX+j+2SZrY!VP^p%YzPybQi*5p)hmX-T6QA}4t$mS^AkW!WSmD*7Y<MtR2y}?
z6whOqa@KSXuX0wmN=A}?a~jCnO+Vww)6T4q>22i`G*~3yF(TMbd{gSmrjY2S^ylBV
zUEe>8t9;f>9XG+k5Nw~g>=+u@pzrG)7+C8aKTMmtXZLMpd%iO{=nCumFHT6>$u(&(
zvCnxB+e>iA+S2O|p$S!ohcT2`sgX|V5C@3PsOK^mgHqjpj7TLS@gs!z2?`C4k3Zss
zZC$Z1?hGqg_-VM_Y9k{LY^4)1nXye{Q+;ts*3R`~Q2j!dVM0nKBQ^$wfaS-ObbU*g
zfC)rd`{{7V=!jb21&Hh!#7s3Pdo!eKM;Ax?5mV@e<2#9An(1!H*ZY|tv&aV$Iy|)*
zTDq+PpQo*fpYw+e7mCYm*>&*D`Cl&@R`>l)s#077k?=a;h}&NEKx(eI#^qi|>|u{m
zh`*Y#5yTw>w)|;EpypDhEWmn$KvCF(2ddG4*5v3|3fN^817_{VbHfIKcJfb+*a_@y
zHcK+VJ$F9Ym}8Y+K9h$o_L?b_q(d+`6|ZvMW6WX9B$GaXHk0F2cX2x5f-6y;p^1Ck
z_la>H7HTy|8^V^9Ds@T;3H)>waX;<&57iH>e(!p@!|1mgzT?!9he`}lkp#{+4f=`w
z9OI@&-~fPGdq!bmLZHT7x5VDHefToh4;F?+kOJRb?ltG))MlolQ@3}j_u!PALdl}Z
z&+-pdN_(Cd=>R~u`9%4ay20eIAmTFt7h>Ff=K6e=*lsgzMiB~Lsi&9f^b>@59^fjk
z527;&;P-a_WEYT00@KM{hW{Zbhtb5LK&If)NKOhy7&+MylfN!YwF@-;E!r(RhueGQ
zo++YFeJ;L@L{5(r754xX>YHlNU3?up0-vJssBe=b@Kl${8d6M{LhA#RkLSpxRXMJ*
zMZlPs#N=}IU||6uT&~W`V9v|us#ae9x~uaMX?>uGcR5$GSnXcd>DpflZqH0>$gY1A
z8()}`jY~|;%qhsMZLjZa55N|<U<-7M-|J?)k4kzURoU(mS9UcfG5AeqU_kTtw6P@N
zzKxtv>&8MgxuBhy@8+t1gFcae&YfNsahlmX_o&>Pb)Ngv)u9TGtUWt-JU*euK|EF&
zy><YHKQ4-z`#yvw9aHJdoX+Xe>@PUA{fG!1OyojFfr$&E2}s9CB6yxwZytoZ4fBs9
zu8b$1$fDaG?=S2eq8-ua7c0N!3Mr&-&yaKEBjUd$V_78VRE`+rKYurR@7dq9qSilA
zo8D&&yE}V!5460i!G99}@~*Yi7Vfq^B>jCoeaxWjyM~QWqaMJ+6~{5B`b+x`c=XuB
zE`}44*ocKfs$#8GnXTulr=luCZuKN<n`3nH)hEMu{m=W#_;b=joir8w&%0yaXb^J3
ze*Peqp6_mT)HH!3F*<EKThYJ%oVQf0dEA<Kc6^L{m6zx@yWJL4PmNmtW6V6U^C!^b
zyUgf#d#j(o<S)w)oePAHgxJTs+jGHgxBg{sJ_+QA7f)$OUwtF+<*H78c9@#xzKP$@
z%(im<sr_?Bw-AvVmxUr8g7cqgOAGHXx)n(OY|Ceexll1Q-Zs6a@!#`km;2*87mopt
zz0tS-L>wXTaIPj_o%|weeq=V+I{%tGn|t+E)$8rb<`KiIo@Fg<MQIN+fDNBg<-kN;
z)!(MFzyA~O*VCLf6aH#&<)<wb9o1oz6yi{fecsjF`l4Z;B0p{lL&I-XGd1jV{p>28
z?0GZvM}U|(OdiQ2<*S_Pjl?^=tO!nS^~ij88<%pmgDnG|@F<Pu5%byS<Cf1M8jnJz
ziz76B!-<A3pE<rx(amnX@z3blj-#h$q;$x+9)zYDGr0|hPVOd3KLxbL4nCv0sQm8&
z>}ceCF(Zu5zyLmBgm`yJ%sj1saB&aZSR$mnGQ?PKC*74?qB2yaGIPqE#ZaljczJ9^
zLh$Xk8*jg{yuG~cUHPY8?qq2}V4!>UeviL)_mV;RT9x;nVtvONf`kCbFmYvoFqWM#
zE&Ydt?B^MmlkAG^%_|(u;n0(W`#i;UTRbk7di-x<-+_l{6rIfIW3IbE9Y8`cMmqN0
zgr01rdkz`|_`-yOa1FH$X)vuDW^nXA-@6#)x7H7U1&GUX)+0^>P`!H22#{%|n-Y~_
zyvL}q$7&kT3s&~9x6F%np)uQ3g%Lm+{qNOZn->91LR*d=A+#=J03O_EfU;-7bC-BA
z5CxpASB|kNUMD_Z6B=@E+U$8EK!V{?U0k5oZb2_zhdh6Skmt*d!5T1{M40>^Q)eC3
z^!xt*Z44N>(alDKbW3hDN{Eyo-Jq0!gv2&NLR3O2B}G75rE`RcNQnwaNT-05F#7j;
zf4=|xI6H9I+2I^s+v~pX>v}$)k84x>#*X9-HZdbEF(Zy^1{~MOr{k&l3%IVy;=(Xf
zFDP0%+4|$R;(sc^8&}n*GLHRie#iKP9XGDf_~@|D<WRAf4R6#8Z%n7nJ`qXCD;G0S
z^!y5QJNEtpeq0DoAtP|$d?ta>pqwe$Bq*BLN2oey17D;_nFj+EKg$zw!4?I#py&}T
zox6HUg2(~Wsjq48(|~U~F9l+hJvYS+$P|-zWL{I4-gJ)!os8PE&e<bE6wwXhl4K%^
zE#ivh;zH%}LLZoF$;Ha*+~XP@d8lB~*nXH#R|k#w#*5Xul+_=Ont%lZrhT7XlaGJ`
zA|}>_u~Q#4DS%R_PngIfU(6%GI*8m%kKW-Y{e46Gzocgxij<G_99c`+D+MhQ_*SFT
z)u{BlRcW|FX`DgC-6b$tFEBaWrS87gi$FCmu#*E4{{y7C8$%L}?9P4FW0%uy%dTa&
z`A(uyL_$%^))(4p3*>Yb9|-*TW12N$T|PpQG|~kc;ri{%RQ*htw5NB}!E9E;H>NPF
zZ0v*E;yL82(sfb~Y>$#pU*pzykB^`ef`SXZXs9{@vPP~Mdqtx1tOAqBG&u+sGUZt#
zm)lCvGyZa0{}iWE^%f&F=9tzOVfHi^C}VhuV9uYOmv90ar^m2;#lByj0HPwWEYw6C
z)v+A_W-D8JTG}Yz1j0Q1JopkH6S&hD=rNKb8+l3{Ol*z+86*6(CILpBQPUxq0WyKo
zvxS3);e)I2d`B%sjh@)?Q%6k|LEiUQo99$=!(UamR5Z8%{Cgi-N`CJ#{__=XgJG`m
zxwr50j}L>i7yiFsR+CNd5Bn_tl*lcT)y{Y<;mm34Wii)g&utoN^yu%RNQBE+t>4~(
z;F}yBhhcQYR@PO`JkoXJT#NKEvVc>BJ~pMwF}(^Z&4XZ#w{qxGPsU;-Z%{f%Dovlt
z<lOu<&Tvk0%^Dn=0)AP0lMiqOF<hB+chKI4(t^QkL6;ikumd<BA^~DakH?^(uR_&D
zci};aD?l$hUPm?Ff;ZlR{>6|ObD}r@1Ji_55Fp_^*~JnBxbPT8XocssuT!oW^*7A)
zsS>U)LwM-Fwg^5mlJhOM>ZbnEn?3gB<HXy+%x5eaPnlAmzqClcZJBIxhw{56MO;I4
zBH1TR*-2edg2wb`>+m<P8vf||kW2d5`1y!B_yl5omOxxF7_JMHUAv<i4jB~vus%9S
zj->u431BZuk{mk652FiqskW{VMH0817LmAT1#1p~JMNDfBMxh|)}k>0EXA;flvICy
zIi4$mE0|}6UoQcV8MQ-sPLj~Y15H<Yyp^6THl=SBp1e!d`tQDv>uusE&r6N`Y^;?;
zaT1YS<1IkAenRAdXxV2ufq8mH+G!5}3loS1#*HASr$D3rt2bQ3n%oMZ4<7J52&i6L
zOj}yjU4^%`T|1As7Y$+Wj-EWxunI}7<%Xq6GE=dM1Eq>6i%pfayJ*9hy>q>6tOF2(
zSw1g7aToF5ut=pfOMm)f2JuE5Sz3{$ACDXa4(<c*e|-5kCR+PVvQA#OdsnOZ&4!@I
z$03PTi)z-WUBJiXo|(BF^7|+}g7b)OR}1&G5JQcQ4F&y2P!Q4tN9~dl7rebko15kj
z_IOwrgfr91?xbn`Nz<w+iM2DJXw6Fs;*;MJG!<rMa+dUc8~2+G_$y>imxymEOute9
zEEL16_AY$hE#7~J-^73ig}4F3_upzu&-brDE$BL(*LM?J7Kx&t5~7=|Si{wk(d>NB
zJRWo1cr!|u;FFs73XF#Zi0#%79o5|oku?aCN^TgVkhLgfeFxnTC0p-5^YYpKX$9Zc
zT8^<zY0#{F=A2MXuX886yp*%Nl)j{f-M4_*t$^91IMucMrSG#r<cBIi&XfM&>yII$
z1ssd3U5L>HPSFeR6af)$W~YQg*rFZDVFu}vT>)1>m4<HExULB=v8x;P)fO48FwgOQ
zsQ&w4y(yvLo1yqOZSgKECO3Q5cc3GT@VE&nfPA(4Bqe@=`1cP#@aLSd7<B{?C~V(O
zwCGno$go}Ff8TdI;%N+PTKhV?%5A#VdR~mmByJqF+I1IN8~-z-;*NFYT`$_@o&f;M
zm%-+=-{t>{o}|_R$4SYX1WASWpWtD|pzmbjPT+*<Q3Q%e&TV1u%fy|~2&C$Z?ND?J
zEGZHATp)chx=c>g!072C`pIK-sDMsk12|2d;0gJlFsN;5RcY<j%v?7RFm#hDm1$M#
z!HUdxCIh1kd`6a-opW92`-N_uQ!3_lO3M2OT8PI5g82nxH8|zxxNC}?GAyC$s7sB!
z7>8$w(gM!Rc`^we0{3_z#n%9eFQ9V*k8l@HZLs=Pd2`#>jurbu@#Aj4>v608u)&<q
zic2<m8-dqLhw{)5$8C?Y=W2(tdK6p~2=L19_<_7WNQSQ&1rfY8<aJ46R*K3eH%$kK
z)X<FT{+~=6*mDvxCVyH|wG-z-N``5|pi;86P=*q%$zFb9yCVTUe|=8}&_8B{4zt^5
zu3T{oR4PYaug;I3YtQ?g52lt}HQZj>qm^CdIiq_xMSGRrIpGlzF*!*yga%iUsW-ze
z@nYFgv;p5?DY%Tkgsf~YV`c5G&`bq%B#(n-;nfTu+PIX@^ZDGf{!-k@Mn0D%k0o`D
zs!R6zHH|mro@XAtHM-avTZ(-i8vxul?j%PmU%!IdCY$bT7kQHQKRiXmJyP9M6DXM@
zJa+vx$)ixG7ya()d!X)o$wbkSU0=4l$B=I$k5$-MWzTI+$cyHf^2kg7%mIsbG*$1_
zIa2+?JU0uABa$GJBV~bG3J}Bw(a90co|SsB9j6|rXpnTY@us9oX5vVc^$FY6tHG-u
zhkveEETvW;Lf2J*CgeFt8#;6aw#Fb>IA@-Ybj!q%%1G9d0w%9?p<9~HPGA>bg?VHN
zohA(Wr%oj3eZevn6m7VcB_EIF{;X;LTi$@hFU7W^kiVivz|Xh9{eJn1>$^4I`^#Q_
zTT70MYo6@uuFQ+xx(^iID8G8F^h&oWOQ$*evtOO@QNve?2a?YzX0o{>i}^3Q8^%s^
z>}FY>p*zfuE4PPR^I8GLMP~BitK&#3K2Pytw&twG;orl~tv_MkCJriV);2IB>4kYh
z@JIO(bH`ip_)PRH_TX@#mE}1$^54>5KdkO<kK~B@`RQwlsDcAH4ujA|G(jZ*gEUIu
zxBA)c>ISkV@BDJH)FJ<pc)9l34;y-TdPXjZq*mwH!j8?I1^SJQ%;usW{=QhSKUiuF
z>F@&+7dGc}4I&kXAKIzW^mflu>EZ1?l>%!|4m$+3)o}+T1b8bR>#5q1UWdDG8%g2>
zx4|^tYnWAUd2>0rQ<5HTGs4*xUR`nl;YGG=8vnCZ`Hns4zBm<qo>OxbdQ3|fwO3yA
z#|ZoPPltL!J7_JQ#m;U-dFSHC)M=!a)>Zxe<Kg`Ks+QqP^LT^S5c`?t?Zx4$%n;w!
z29LF>i@DjE)`QcXs)y5x4pXMV)gRW)y?*a?0|0F=y#TX&0co^r{M-Y^s##2(LgM%I
zOs(8rV53rO%1e!s)1^O|Do%BY&3>-u7xTRDymk3HIsN6^J0X64WlEz#hb9KwPFBRY
zs#nh#S9}eUzQB)+g6d0iI39UbG?jVRPNO!8QSG;lp3NgQjp}#@A39eaE>`|q0^w`N
z5~U}SAS^H!rdnXYX0m@|oPXpAjK5i5?ZlJhZKzAVYhVKN&yfbj;SdGM;6{mqI?;m<
zqQ@UZXFbif+^y%mGuAv``;_LpRge!f{QUZ!e1x1ns=xjxWaZaArb#cBsXvS=>o1fy
zUaByhuq0q7SG`(#rXyH1QDVnLFsW1h#2mYD0?B0q;3AE_whm<PY5RM?&|MNM<sX{G
zI%P|@%X{dOB8?Je7Z5fkG@q);4&Zv4T+f_|h0Lk&>d(Bkx7l_qsVH4C!o@-G1?~bD
zI*#XhzOiYR$EtKI53lvD8NQxtj>R2d)cHy6^eKCp%sXL+-BP|_Yen0y&^U(?2oBHK
z7Q69q!<@kH7$vrKk`k?MO!@ofTYF=w_B8IhnRHR|vJgbVed|<=1_HtyP2lleMO@dW
z?&iV8fe=L~?txQPL+#}l73c??=cg1Be_Gf>%x#ufJ?Nx1?!LAul_7qTiXQ{GaxuqP
z)~6UpBG^N#AQV<99tNT~wEU(7E=v1;=OxW%*EqtCX(M;ViwlqeZX<+g`I;;En@joM
zHp<m^$~`QQ^C=LEtW|X>gJh9Yt9lQ#z^AAOIvieJI8vp+!=5*+U_0CA&$!~Ar%-bH
zN`}_9&tEp27y6vUWJR-r%AKh27)M(t153C+Rgi_pvAM^wB?*uPh~HEN>cl6tLF>O>
z>y)u5I8lj|k$n61QRz)ML*e0$(T3eiuL5JKFyUKZ@aCv}&JX*XP!_6du{$pX={G^E
zc#|8ZdN&r^7h{i#pg80X<lF=?@%SWud}e)|69GnRHvl{B9ZP@|fYC_NglSueCIX&r
zjF<8Mh4)E6J7FZq5-~GF#WGX{FwWN+z4j)r#)O}~n>^<cXi`^VJ%9t?CX5&mwUYZr
zjL%?Xhoo{&<}i-ttk0#bPp8d)r~f;vX@ZdEc;!r>>aOA$c&k3JVa!<Uc>PBVFDH8~
z>>%EK5G}_?1<NEW|H_s0bsG_jv4uZqzq!}MzG=a-6Da*-P44HKXYGVN`uV+EnY=>N
za-tvoNw_5C-8g<dY`L$!%py*|v}C93mq!@1er;BY{o1V%F7wAwO7C>yg_py7$JBEY
zI(!$cEid~YA!)MZ{@5wVayv5~gMhm&E$H_xO|DD6I*f4XHIzDlQ(wi`2!1qj1_OFy
zk{AIEdQW()C0#;tB^3!2$hOccLfi?tuY~=x6NH0&$kCwE_fn@zC(3DlM-Cj8cyFMy
zgZCu9hVBHDz#OV^tAi-C>L4Z0{l&p)d0sNHWGN)^;`vSDw(dT>i9+dK5bIpvn6C<2
zVP1t+mf*>Bspr9($xIl^xMh3el=ceJw(tg7D0$9s$9+azb4awPU25-^LL0>`68BvS
zgZNDK3QbOT2JD7M=Mx&vKKq|enOsvp-6utG&x4&m1E7p=IA^&yKoPpk30&xm#X9Qg
zYYAXz-+UntpnMvEBE~NWXsDQfsHt(CGr`9`fEBp{{sdWwh6@ku5_~h;bo^l!Hbuhi
zO`=`Pi%2dz0D)iygKDNovu!0r<A93+kPEI^Cy?%vFn_=mQ1BpP_pN$?c&kjN1#hN>
zOs3JbOpBxfRDYU|OuP<6TMrcg$O;EC+F(3^5&Ephk>RT&lYxf-k^CDY8RWen-pxog
z!N*6n)w5e}ub0jA%g6DzgBdqgtTItz974QEp$gWDN<<+UNwHLQ#Z75TDrqzLhq2v{
zKM#X{9QuC?crfu{uFP%et=mSG+iHc|R*f5?pbA;`hNZZIqqrhwo_y?F<L50cHX=FF
z^^&lQ1^$1>hpbUAOEEVNu&n9WU32KA#yDU}m7{`TP@c;qS*oBl5bu%{fn75Lk+a^!
z&A$Qj$*19m0IG}}3+zSQLb<-HQ@<uNSrskAMDsPewBXwirvq}G#DxVG-f<b119%HB
zRs9|DQCpEp+H;Zy9AJcy7DFKbF%@QS?8S|kR7X|yd|`1s1MT)a;^yY}^)<D%<!EYN
z2@9<~Awg1hBD5D+rl@WZHL&k%yPTbR1iJhB&z({~l?#mD&zw%wBE}_D9OgXza6eKZ
zffRQTQv|iJzGi44sOb_}m%+*Jz`rgk#8F<tUg04%Pi}_;93sLEve(`#N`%P03sNB2
zcY0FcR{!d!0{lKCYLaF*rlv<7{rTc@n4H9x7I5NiMKR8kmkXu9g?b{4<IeIDDKQQ3
zy%$u8Kb|BOW~TL27somnJ#EThexRndPiER{RB5w8*ErUrK~NoydySOAq(p!<&$V2F
z&CQGr1MR&HqErX=`H1nnnAUVU$nC5j<|#i+vO-Ix_S|oG|0^O^eA>HX002fYKnxVf
z{FHtFweVS1>v>5W=S|wF%=s(3%D+eYBjqNI`;Mi&*s}<~SB4=6j6!chZQ5By{crw&
zDc+`%H!oZly?w|i(t;8w=hn|Ir&5vzp@ri&-f6E_=(3mTaFl)GxL=%g56_|1AQ0=Y
zzV-_Na2809a2Q;8%<Vk!E`@bB>rMB&>(NF~emBH`+yv=8-mjYQn`J${L1rnzk3|MS
zW{%1*e^?Bs0fvvdfR;ga=x}T(==)$D@Gu>cOE>DmL3-f2<*;xmb0DG4=mIh&Bl6gC
z3?i4K&D}1T-bOC-d+m~>z<G_+c%RYp(k}8IIah3tS2x(TPLX-W%U4wDSmH-wer{T1
zR9Nz^I;~L3jwUgch-Pp|I=I(Gh;(yjh>tt8SYf~LwhK@_<k^fKEh5FNu1heEgEh3N
zWUvT8U<B2$1KQ{T9EJyi93Zs61}|AsJ7E~k8fDc4>L*`%YhaimN!r#GA>YkiseQ-h
zNmT=#gUb^)K0#*^v+?e!?nl*94$U(Wp8`Ivd^OAzm$(1W>;H{+j8xM^pW}lRF;0#M
z{TT{1Zz6qh{bWUnxV(B$rMH;50;1^mhYk2sRxcr5tRhlgOQNKoI|OlGZ8k@I?Od@w
zr#X)HYl>a<ryR@~QFM_wKJ>d@I-EVCeqVy)G1AIo(D`i-{JTD|3%ADPcDo8{e8lx~
zo5WRL?ZLC?!B^x3kXowVP=RPRR(*<Gakf&Kg`%t>q@WQ5a`Bg8$}j*C_*$smODlhr
z?`b||=|AtK+jarCv@o%K?7ze#&=Pabxc<3K$vNNW2sZKhJ-BR+Uf1qk&??W%&MITt
zUxX7)8@Bz5z3k|zuZHHJ?`24^{^;+wJT%n(PQ8ALN7QokiDV!{ZCa@zt;(PLTYPwf
zse1(tQeheeek`)*pohEna5Sz{h^fDy+8%qZWRE``MoVoAobD9e8I5we{IRZlAfm82
zD{bl3tA75u{XB^|O{K_S(?yb^2&dmvpoFG2Xu{Bh<@6VtE~dt#t<$uskzd$RkAALm
z*<R^h;*Vz7q~L&jPSF2OWQ72}vxV;?<Ii{D4t$qR!0+$QNe(%mtxIquV$K;ZkdB`h
zC5&cbj+;wmFV49d1H%{3n5XP`58_V0ZysXtBbA^vz_Vo48SUy%wgeSY`GQVquatv(
z_&>q`C5sF;OD=3|A|12Ko+jBhkF>HX{a8Ef=#=}V`;_KP?pgN7u+H4Zlz6`th?Dhg
zI<A*Amby8?t5d_{r#lUgG3uczIYi}bvg@x%TeHk&#d>C{cxS4LR4bhorh3DF37jdr
zk~J^iR<!Jk-};h>w$Bdq@;J%uQTdx&)r?&_PtUNaQO@~&T;KWkFSLF8Z^Z1x$%oP<
zom-y+i-$eb>~4jt<kJSBxi%wDYybXQ!n2@h+y5_&gAF_B@dJ<ufWbDZXBgf|azZFZ
zdp<mrXwp)>+P(Z0-w4>pqV_+3&5y!f_SD?!z+Nr&G(P{^`RMwtbJ<^O>`40W>iiaE
z?A8|X{nE}->(E@|ING}-aUuR|q~b`-?Vk3pLZB#5rSPVWLwsL)IL9;Wgg>>6B;g4B
zj?PQyKf`8``=6?wpC-{P+L7DCB@A=*ucxrbGlkEd=(S29|GrcCNwwVb^nj#M;&)9=
z_>Z8A`0;6UqoV2`@33#PmmeArEF9n|aLMo%hoFa$^WA0N>7|lB@<!i(_RSH;hwo1L
z<R^}|+v@_);(UJ2kNG><{9NJsIT7sF`k{SO)8ZsMspz}giI73SGZr^4(ZMoteRNKK
zFhBaAzwdt6R%|<)^fW_{f(|*esX|Hk^k?N)alh8dbMEO*y>dTozN2jx@>YmTWLU+a
zePgv_*70mKbQyE85Sba`t#tQwBcDKZ!eaiqJMx~_@|)6~qHAjfO~b+M*B6mLR?Z(<
zMAQ82F|6km4|1tIT=Joof)sMN;EC}tJ|-Y1dbpzXZ&~x9B5I=&{{0u?T@AvcILEc*
zrSIEJnvz^&cb#fW0d57124kx=_$0-}?}b-Yrh8$oa|!LukE8vyKL#4WBjmHHDqJXJ
zfVW(rkKBRumC15}*<zW^YNf-1bM2R*lwB;)yRibAr`-{aHJ?JVq9@n<B2l0NIQ}R;
z1_5}!nGkotg-rE@!}Tdn_~oD%C}i1@JmXmpfYqDkrfkrFP)1Y2Vk3>pdg!vmXPOnd
z>lM1US<_VP>gl+x5`wQYZ`@c9eZi7&vXbbTZ}vXQW07Q7fGqD8rE)%FvOyWtPM@|T
zg)=~!w25?JMQ-!uq12#wtOLmwkIKHTF{9lsy*?R+eN(0z<cG`F*cEA!C^5wl(6-Ty
zV_G#Ju~fQeFB0Sa>^^W8Uesmo1FD$*r_H%6;VLW?Hd-K3a0vny0NMfr6Bscnax4N}
z+QrdO+Z*?;MJEC^8Xuw`0?~7nLcm@`gZB_1G~=N;%c1i>3l_(fV=ZH-_%&zH&jZZ-
z>rtv;%2yv+uF0y1$`E)8--vD7TW_|T^4G?!iy3W87;TFfZHpTH5jFTDc?((A&ssUi
zSvklKgi?+!hLnyg0=T`uM4IFt`-}1-x&I13YWuhzZ};hW2otvRBk|jCQM^hL_m*&5
zXFCpq!eI%_h*&$48|t`+Bu~To3q7nbZ#$Jk9Pe{8n<v2C-w>&{9KPLo8Al`+PK6P9
z+FNC4epqBrS%7bDh>`Qe$A`}!;TGbL(qdZ$_JZm&dwUo)k8jfNyySP@2hYcA162)B
zZqoF?tHRz_g-MGye-l?K5H9xqkBrzQMjzj=8H~`+b`r;7ip}V*2pAL$!3!;^!;Miu
zA#P4Me^)Xl8A;FgEbAYQK<Hvqc2f)w0X?H}3D*aq5%=^d$*2+pw;<orfLsmzSPuQn
zW5ypDoRb-xqZ!L{l#JSKaG-Fz>}ppZ_-Fj$fD41-&E3?Xdsgrm_PGz%eGWcHzNWYY
z&~@uD=*_NzmMiqpFhn`Y6@Dz1mJOxh?ul0EofTpTNkfGE_XXcE9{nW0b5qmbnsa<-
zVD{_Torfc?GIWryJHO9<e?2kI&&fO5*a@<@I6b?kY3mo?G6#Fm$w|$O@ckTVcNDH{
zdEI)=%I~S-IMry8ipZDjgePTHHsX9up?o9fZZopb62m;ID`p|XoTH)MFH3^{(sZzH
zh%>}Z29cPB1;G_x>&PSYbdJ!Av}Ue#q|S*wDCIdJjeSVY1K}$Sa93T$Coc7oyar<H
zz=4Sl8iNJZ*Z|(61*hR;Hr0<F-~&*qML}HK!Hr9&|LP^PcQ3wh0$w2)l)MWaA)6-?
z1zF+HWDuE?lH;CF!f&5=`za6NYaglCW?1J+OlF*y0+y8;34{97Z&)?cE6I=HT%@Vg
ztH=)Hc*&1P#}3wxbzanS&QiL|xG-uog=|C@bTIDu0~g(CzM_uZM5Hrg8LllLJ9C$n
zs#hZU!P#eZHk(}EQMTcxF9@6K>!OxK{B=fZL9j6F!?<iLP_RuvT<rKPYIN&YiK;iD
zT=|8W=u&f1Edu(5nJ#@pWWh}fsaRVS8FU#C&>rizBqzzKLNrpZ72bU5cv+aGnFbdy
zf52}{Vaa4BkObVtI2GtiJjR6X$^^i}xM83WaF1#dETIdHAWg;q=@hEBE(xptNh^*}
zfP?TDaOlv%mgzJo*WCPJZU{|lR?Q7_C)PCJYFS}`oA{a09_On?;a7`gua=r)7fTcP
zjTy*^JaIPH+&Wy_3W8?HnyqfcdFq@<F`Xdfb=GHTM$L{C&G)2B!gAiV+<m7!HMY&U
zo?#p$%hHngDkn8Qrz11xSz}AX^OlU7$0ao-k82+1Jbzr?sQgq4yK7>xTks_u(?-g7
z6%A0?ioc#Moj)l&k9n1rT*14F^oNpt0D4f=UjBH3F2aQ1ybp(xYJ5OI`2aq-H!BQE
z7waSxPb6=+4nzu4=o{}40NF9C3NpIHJ08;`ImkZ&|8rGP@08tl`u5&^Qj0IJ<WKz&
z=U<w<5G~(C+?F#hBnB>q;wQzZ(x0o+Q(pq~<^$^mayE5!)3yj$6sr{03S-lh(!rXI
z_H<q&&s~W|goAfU0Pk7V-Ft1pzsCQGiYwH-XSVhbZTNQEIlbc0UDDbKP5KQZ@XgU}
zPs-vQOg`I_Mv3=?_ZKeXp0?gFT#)^jjr6(WyF0FL9lU)^oPDgw-m@GDPIEQx_{)$G
zof@B<*ee>4ojV#3;GZvG#I86TvV-Pd6X-q5!tcx?#JRsX5Am+^`oH4QS6`eO&3f*S
z@!tE+_h*dn&kY^9Vm-OyxES{D-L;zdFvlbuGDoI6M^^eOh3m#X{N#b~C;0S?Q-}(v
zE%h!HeGcW~AF9QBR4(_EobM+sl|LcCAkk7qH7mNd!?b!ZZFWtRG5;x7;xQQNd@J_P
z5u$V-b4Ks*Cjx#T=8<k5-s8&A4mHTVE<5DO@K2x5!Zp3DhQ0()Y$`a*-*8ec$7DE{
zWte6)1T;O9A;7;q0&$O~H-fGTNYAwz*t*c`U_fyJ@*#n>k)UKSL`H6`;I2<`9wdy7
zx=U|0%ax>_KeE`B<e^DYA=x|v7CTw=w3gguyH0${OZV<O-Mb>XIbU?y33mMK?>=#q
z_pyySgQGA2uUiUUpwCqd^U=W}qkk?#Jjc{;rseHBSC8=mZ(b;MG*Vk(5>}(P+_U<S
z`PFzf*sj*8YU2^VBe#?>Xt3wro1YalcWPv;>Te?J0^a@}U{V&%xSu{r!i$v4q=2N$
zq6pklCk4g?_!H(b+AK8nF8pSjD*t~OayM>ncBG^N)~W!|ZxH9T_daFFS2!9NDptyq
zC}?@UdAlws`hIA9QB&W!V91j9l^8y5l3JZ9A$qdKw`yZb9;1PRI-gK3L*Bc-J95?-
z(uroL$}AJNsvPKq5y?rpd(r)aOer}%l1lLo&d+ef*QCw`%~U#TVu-wt7|#a6sx^ee
zovJeXQ)htSoGD<Y3}qh9l9ck1n0xU{)mC=x!ElyQu6nx6(^r7cvczyDOD4`mW`bX0
z_=c^y=LktD1jyw~Q9BpW_Ap<fuL#{}%-`R_?Bk5iv8k1@J;GnLmwQ5=by^S7!rY$=
zee*MDKm*G1P80uGAX|HS6Fzr~pNn|UyK3gD#uz>3vhAQ6MckbBwBT8_-kURVRFS<>
zxy3zxnWJITzl_v9VUm(1bn_VU4)F0X#5z&A5QU=jU_V$Dz0R8wV+)dFA5GK2x>UD%
ztASqHWqkBiDfMTxRB)`%*I&$^xXYxwx8trKXC2Tgmk*u+tMw(v@K~oe$NU-&>6X>9
zDWs=)!L_+1hG%&rWE)XG@DC%N*M3voWW&8qmRim;MciB4LEPZJkPXMYM}+Hr_ulbV
zEc^;n=TVd~m>LpG-Hj`m-P>)A2+Q2to%n=qB6O~%alXW2y2u%mF%cbCBoD}FUuP3P
zXd3MezL>naeYwCOp1n1(S|Ix12jkQ&_3HCkAz3imKcWYm$<gL9(AHO|6+4d{ttXom
z_E)2iy3Wa%&;n}xb7L1+zHrFCTcFPSj=f64wm6JQ+2A=9&@5UY4}JP#K*?i3t|R*+
z^T?WAduZZl`OAT{qQ1LwdV!H1qH2m9BybxPlDd71I&!;_sKQFF;ztuwpKw&0bWnF=
zx4~#HupbsQO!H9m+5Wp^xN;U(NQcbYQK64`>Cs$s(EjazpYDh^V%NPcPkcYuz#m10
z`L8(~KZ@G?`?&h*IMS{lByv_iB>eZ$T-b5#-;3|z$c}L0!p|k-Z`F&F*#n18?8(`!
znyZ7F#>o@#N1DpX9?Z$vb1b0|nG%J)+G`9!V#Ch%)+UhH(0`xL{zhRBwk9%fMMYii
zeik}bS8Y10z8Zej!A;<{4-V;A-wgfs>!_`L!|VQRy1Rc=(_X>lUF^`?->=qMt8=|N
zBR>3_elxU2E1#z{>VMCVZ;TtonRAP8zwqB+hb3@Y3c45K^0Ru?tko%Ex;ZA7<=LUF
z(zlR{psT8bW1iijqk*N<KeyO@)qPqn+Uk$o!h8NyuQsYx{S8+^A9g)xI=GnafERT9
z4pCF{Yf*NnuUEV89cmTX`gil?vp|nm#+)^3LA!l<vlGESogd!p4;<}Rs0`F>3wPSy
zj_A0492C{J(RTPf%&YX^`!Hj%iw4iOtM7j5U{mB5y6GYk${017wymYy!S2dKlE!;s
z9OXKbtR830+X>IFzs?P=Zd>pB%|-K>wjocQtY?}$IA2tBGM^p3gSa8lpiy#~ryQhb
z5q3Wepk7NGu+gdLP~2&G{k$OncL};exKwlalrXegh>lsQ4W=*`l`>ZHA&Uh#%0w8-
zM7YX$NGZosXuoGXAHQQfS(I^)@;B`xrE%S`V1Oz*f8zMs#pQ)pVdlN^Y)|dy6L%7S
zS|m@H-IOuEA#XV}S^kVjPBr8m_)kps5iL+{?N`Z3ofp`-*O)C7+}SAZoMk&lQU^C{
zLLYy#KNdezZP+@NQlIw<82$QU9{J3LxDeY(Lx2mB0EZJM=pc!if`!I7Na;1e%6x!*
z;&QpFcQNP~Dn?igO<75FoJV>~T{*&cd%RG{ZjIq$!U8@~4YZ3`h!PyT5Yt-c8~-03
zJa4Wq)FJtxo$+so5_lQj5=(W5{sM^o+ZsWFz)hso;<ynl-O262T>wJ#f$vX1QEk!v
zk8kE(j4WLrx?eX0nfDCUjdHx>!6_4xCrqOqDQaI=d@1u6Cw<zM$F7+~Oo*4FGGSIU
zqho)dLbHUJrv-N)tW!~2RCud|5?fezLQDoh!INHF9UzFLjHV&yUbBz~LD^S7)f1@9
zPDUNGeo!(a;=XL-FpO`53sA|2J7dXt9}J_T*DJI&So<N-^T^=Uxw-5sM~}-MJN@TY
zhyHhd_vD6Qv~lv<ST{=t9bLb$)7-JTys;m7^avA#NJx^|qbFvkNoG6Dr86Wii+@WR
zg_~qt)~YVu)>&N|82mg9it3MQQCs`<Y{o<7An)%m_I>H@N=H%V*%JpY;jpj*;-|}^
zzeh}J(>6qJzpiw(ljk8TYE#)~h(Z>idgJ6c)exqNSvaa?Ahl2Ng=5sW`lF!TU2LIQ
z|NQk<W3~&D$){PPWlpnb&wJXFendgh{Bz<4kp03MF}nWv-(#`A(_&Qw_E6sYpfWA*
zJ5JOUEmSVG&aG4~T?gQPa%yzSxt52$*ecRlIe_AlhZ4{{puD1Oxjc;VczWp+WwuQa
zf>*6hO}to5zDb<a3{gx4)kU$Mlb{e*;ABVye=gFodi({-6<}Bael#2w<_U#DY*8t6
zy*RRFKs`#~98FxFd$~OEa(P+@h0tc!t+O$BVGzjQg`QN@om6}bSRm}oSW$?EA*Tj$
zr{F3l)+kv0eYg_}p>bq{?<Xzdj+Tn%ydPtCPjkjMuE~z-K__B4Sefvz?D>JOVk<rQ
z6Y3}8w;zwL6*-Fvxe2$WHr&f5LOSX{dQckYb{iB9=1Dy`ZKB}6lA;CB<;;E1O;<4q
zDf^gG+cYd|Z6tv!wdtNL2%W-}sZ9#D5U91ve|zI9-cL{ipFqHz_cSHeQW|$dfV`Qx
zes7i(MRY}p%t^fUN8;+RwG{R@Brl9A3>YUNi)B9E+Azaov-%PN_>pG}2@yY!l!A2O
zkXCfC&^}`R3R2x7mGiD7UpT(YU^l<aAZkx*Ya;8xVaZE8`ReV7Pul;>*DQ<uuY|cg
z=YDVTqNCU@x_-gA_`v6fmU3V2MVis4>7I^=ASzA6>(+a0kFkyspI$$HyUVtH&0Eyj
z8uos3#Og;W?ffozJQ$5|Bw0lk4~X<sL|;=Yy8c%5x*H~j4z>|6h^BsyF+s7AAYfnU
zle8&TffNwxw&qLW6+i^k1dQOo`vhcuWr`D+WrSf0EHFr{BQ={Yg3|;s^fqZFAZg9?
z6ByrLNDVvD^v7w}#(wM)11zALC|I|ns}sz_Bu-YiU;zOeD1i>FLX8Wd5(~W|MK`_+
zfTHwsMRNQ2UJ45{bZSV@?!g0`1_HXu_wnqMms3d{k8b|f9oQ)ukXXG&YbnQ}k`qVb
zQ;}YtSW%v;VmFswy`(d7Wcq#Ia$@)Pony<=@CxvG!QzcO`z97arC(aVFRP-aHFaoV
z<dQj@=~&$E6O^*HqcHLNN~Gt$eLtTj_=XO5NywcHKxJYf74hgr>t7#8lBI(cpi*%6
zfVM>CGRb$U?o$R>FG><dM$6+X38yFdC4$q|0GNgc<VrlE*+b0QL{bIp<hA#|&7E`K
z6YuhUlPBY?IE=N#T#}|^3rMbNAHCndIfzc7W2J&!YPi#N9%`zK%>UPY;7dFq$DlB2
zZH7c}HX2|siy@IB_Uif_Ci81|fYrnrlZ6(G&U1Safq#vJ{<DN_)-cN13N*RN1J5f?
z*AAF^Ry|#R6u$TL`nhJmjWIvwwwTooF>@VWTZ?O^c7nQQ>c)C>gGf{A)Dx|e#77P9
z+^e&LJK~HB-*QJIy{Qd+cupYBl7`@@$qjD+)y942N#u?txoRa``ZW?pEWAcI2}=3%
z%dzpmkjOK(b~710sXn7m*_z531u*!6@47yGWbUIIWal0f>29dyE>|YaM=AP2ny*NN
z511$5NiG%PX$U9P0CxfNPNQF96E+CvS}d;T_#rzd`ZAJ=DyjEC^s!K?8Zb5_IpeWS
zcC3LFsLe<Ay)R$yKCv#GD*;A7(Nx|%Lg&qgUmw4ZeQ~xUmAT#Zj0qeppl(UJ<E|tj
znEg!GE0|1Vyd`n<?p_J|`@VbMbPt6|?iP34jI9pHYA`L!aL&qbZc->9ov#MSn&R9<
z@{+5VY=t8%>pU_*EC`&`KSL=9uRM=o2f7tMz}mOQ^ltumBeYpAxL&Twa|4cnk&!yV
zfWBI|zWfiUFz+V}$$A1mNj;S0Q5*i=YjttmTLSDe+=zn$*dU28rvkkaS{Oytu;{yE
zJ!W7(W2D<_ZQ8Hl%>Wn>*W&+WXgZ!@y5WL<CV)!1N!T0wJ`IjjtF(Ieq)yZ0B%o^L
zt6ZkI&Llu!`;jRD7K>+;g2TeCiplH+5EGCR0az5GfMT}-`0(+&sRQQMxH>AJaX<+f
zs9c5LHDLZDW<#0HqRScuDhJO4*B><1WvR(3^8m$3e#7*Kv1zZRZNF~N$CtZ;3EP-U
zCXVrJybmb~F%Nl9kAU&QT;3g}y#?S$l2%0novcLilM^Z+h2^Y}KPjgE&H9}8<4K$c
z6%K$y$vwd?iCxmjo=glcJIJT|DJkZo6#w%2=8?*-9^88MRmJTnqS`u8soCRpX`orj
zP=VpAK53>NxS8Osoa6;^iSr@}p)4j~woabi>m?y6AlG<4u?Oe-C7JAYt{=t_>(^7O
z!6ZfB@u{+ZSCE?Iuv<u+Yf_Lk+LZe5!S3?|_-Giu)!6DRFj3~$NO$N0`{|kbH~ABI
zaMyWe_35p)v@f3Ijta2kD%?0R^WWg*ih<xQsXnC>hl%fs>v9~6=a>i;g-d|43XLM*
z5LuiMXNukD*Zt*KCs5LlV`-$qcdgy5K7}%0f(KkQQG)b_vxrOld$6YitDEyuwj$-K
zUEGEs-U=poMVPF?x3eAz_GBf`L<YrP?VIi8+kDDjK+Z>c%y`Q??qd{$Xv2>kJ7CY*
z!RiLPWNHQ>n?QZz#-9gLoRIqcNw>l!8?>rPL)H8A850MAmE_(Pr)8zt;*mwPC}tj<
zm-p}IHJJlQ45Dn1zSBS=Vs}ipkcBK#K1e6@3kiqnjPqV_(eczJ<CPTgE^Ctxb&LE(
z`^C4=^p4Yi-2-StO|@Cn;W%0l`M(XC`Zl`f3Ov>NSb_X~!x+O*^45@ZrN`g073}6t
ztS?u72v0gt7Oi&hRQY2CuB66J&fo1hUV=)YK?x>6JM=bU9TI;(1^U#4Lom8aIK7OK
zRt$$ik(0n+%$N894KOtN2mkK($0nF(BBSx$8eo9RH?e&3-9s!(Hbm(vn&zveex-v!
zI<u_low{E|z8*!Zj^#Ub7CoPAzt5UZf3`&Tf4M$3EAwqcov&A3ai&6Qs!>ecKRjSP
zFS)EIY){BwOk!tHZ?|XTLXG9tOlR0-SWkW9_Cxeh!(~w8g~M@6)Xv}2!kPmuzt62I
z+kW9wbKSL#2jV7(kk+~1f5NWTcaBH6&v*B~Jon4HINUjrMB1MpE&V}*qCm3bwLu^k
zau7FR6VK?*eMuPX>72ttFD_{}8WoY)$b&tH8uTS`AC2rdJAPH#*%5Jg@G*Q2y%jz&
zcTfT-G9fAo5uO*-?W7ea*7tk9ujYJy+Q=<$8=sJLc`psS4iMhD->(M7zZ&NBRBZ<)
z0vSsa<3FBF4eyYHNx@>;XU!K}Yw%z@)kkXsiLDd2=2{<KIt{)3{P0e`!b~XHvR2?w
zNYz7F)VlYh@3WMxSA~s#BK;;>RqXu2TjmZA3A+zH*1k53uNggs-!K1b-#H$+r+M~E
zR$S<o9JktC?7HK>%XY<(zfCRei>6_FCu!#&<9?Oy%ajL<8S@Z%F1(#qPtq#=3<8HU
z-Sb7iln>led(GA;B+@1}Ci!_z;8Tyn_&2ecDd8VusD4|?Z$C@;Wp+*6_um!G7)*b~
zVat^28jt!r?zcAPib|?xrJB=oXKn5voZJ?x012pY8I%6eEbW6?Mu15M<beE^k&c5M
z`!2le@x4MDx$fkyNi$jRCy%n|)U+K0^zTSx3?wjS;|^Nvj0HS2Fzpn<CQQHX`nCCU
zs(*~Ne_~5GsM^I0V!TCT#0)MB17{DbrbPO77b(=fn8*Xoyk999_Y6m*EJhS220#87
zsQ)o2eP=}B&00>yigo$YGF6pnxPHfIRqrZ%I+rHc`O*pgpZ*=nj@*?|TK5T<4F5yt
zaIh3*nH5p1#^x9<gAna+xRxct;mBc3W}OfFpv>(Vrb^h)>il#Yd%zd9st1n6NfUIS
zHu===s{kq+=_-7|xb((;*GkZJ%dD>=CQW}f{2Ra1p+ZKp_2DJP3@gGTA8+TaxwJ|4
zp4cZJyKF*k>!M<>+yLpp6WkB=4+Z7N4<>9@_Om;32e@onnZIJ7;ad>Rnr9Z~<1Fb+
z<tBUG^Rk#=kO<DyLqzCAP^H@$X(mHK^opji|M<C5nF$~#1aCQaGp1K=1@ap)2g!r$
zuU82}qCj$xj!)73)CDNV2wqEi9Kwf`9|n+m$EX&Kbu9hdg69+rHGm;uyYN;@?j4EH
zy3$?gC*0c-Al}6;WB>U6?YWFd79K=)$iSF}8W2sncB9=aZR$?iqelLEq<KzojofyW
z^=Zt0ay(P^^J^cu{k}$hP+JpujLh2}z;<xFMkd+sh(?7KEdT5>W$l=BIOjZo-#TVg
z{q+=p<17<)b1}Ol^sE|)+bqAJC%cF=nc$Uz+GMU@&qLhNY$oGNx!DDJDlj+IDUHpA
zqo7!fdC6>re)FBw8HYS*i%mvoqgWx_{HAb6Ba|_u^m;>Sf{EcRx_3Lg7?dOb!d1$s
z*^5!LtkI`psKr)*n9dC0aaIX*Q4Yj>%T>BftrNT|^@8iyr}E1F>OmNgWuhzs*u~IE
z0%!EJmI~|}Efj+P5?_asQ)f!%i=M8%YZh&j5}lJCLm(}pp!%i3&&wHoLjxg!5Z6YK
zRgh}af55Hl@A{Ho^7OR}Ow}t5ycHRHC*A#CdZv(PrcipOLz)^2i?s{P;sTggsQ_g_
zZL&dpvRb~sTA;r{X|zFv(7;2emKZHm=zp&~d16_6@Xv9=KtsZV#MYRoynS3dz3TkZ
z&n3sZ99dFIJ1d%z#@oVSDGHNdT+RNN6F$W&aczYEne~#8F_+>4%7M-TLogBipW!1*
ze<fP`TEZLWa}}~VS>R{a%|v^1)|fwBS?2r!ttL-#h&&csmK3QI%=w$oFsK#Aups$W
zKX6*DrYOGZL0vlSF9XK5k$k0ezhQ6uNgxX@baihew@3C#_;9k9Y^ibH@QvJV@YNq7
zlRj(=0tNtCK^2boAg(@yyIF8n&z}w@bemM#k*+Ut`ty&0_L==*`K6TFMAJdYymg3)
zzyp6B`luIl+*EsS_zdcOe~>RpMipI#yK`PNM<!2WIB&5=(F24viYzMRQs4QBTK9ea
zYO{=m+S2b<x-!Pi(!N(7MhbPtii1ic4XL5wlM^zd1zp#-$#)EhJBRhvafPDnZOhX8
z@SY3Z7!I4q6}v?-vRT+N)?ZinjdQ6c0*V*dE;Tfy;$iWu$ryw^LQLzODWxu|EGvQ)
ziq_8v;C+b$Ug7G>c>B|&xjvoCKHQPKD+rGvy%xa;mPWunV0PhQuNTA2V=<1D5De@A
z8H^`Ki*9HE!86DU(71VD19GMl|1}W|YSIoR{E9)tybw?-1)uO6F&X4Zqz;JZDwql8
z-cb&FX9!FYqTiR^|KN1<Lzi4LNL~qT6o%v?l_b$=6i+g?dATL_qSE`t(3ZI&mqo+%
z@6@xNkGSQ0;1=SyT1r^#W(|yno>Xt@l!ldG3opACHp+;&Dv%+dLn~01U2tZaAW|+v
z;!4a9M#wrPFxT$4;U)N-*L->Q<;u(p*RHFsxC8<L77G;ez1wcRxCoRS{S}6u4)GM6
z#{51*LxWXJ0-?=Irimgm7&N9eu>WDq-49rZYn^h?`aW`*vAa+HLC+l_=P{ExsVDIQ
z$*^P{N@^<DF4l1$_#gs<nE0<EZs3r$#l(bVDtjQFb8?bOOj%AroEHeA3fgc^m$k0a
zy_BAk48VE~i;}Xc{{fqium75Q(o^zty!+2quflbG?|_V{EgrrtQTQs{naA-Glb%pu
zpy$=!ckheP`Za++081vwMP3Tq&ohJ!>N>{*!<|l||6?jUWj-N|M$P~_&FI(F+Q#kM
z4&gYYF;NBB5l2@HYp0bG+F=LU!|;>{x|MKwh22Na!YS~^u_E76Jqr)*3HQDqZlA_I
zw7B@I=^p=jZ)7cPWc|%3`?gVbYQgFtY@QQiR6vbENm1d4kcg`krf)Zi=w+VE!U`!s
znBFNWmJmxgA*p8(s%I3CV+NjYfW0dbE@_csC&qJx(M<$&OM1lF_fsq7a|a0u6kPlA
z*Q)J!f%W-CYISSR>kz1l`RR1VsTEUL)>>=!>U9oaqF~AN`dh0_{%o&LugX6A7V42e
z3QOq=-!PWE1=(uEW;ho&nATO_tmLLa#k%s<%P~BqHX9nOn)<b>Oi*3EyGa)vkdYnS
zX9?_&hB1a;#5YCeuN<}af$foh^E<;KF09~_%cqS|%pMA=38DitlnL;tz#O^d(lDo+
zC{|!?e*WF;>Cd;H*2}eH*ho=q1Xa&#u}=7Htpw$OC|L0qqKMXhT&&8?4n#2HoHsc@
z<~zYBx7SX#4M#8p{6}-1`ibMj5q81h>Xq7$;i8s^$(W=4m8q{8_r+~WnuFf;nQB17
zO&Dyc2_#%~tWahFs*NYiIP>gflB9N49C8u?Lm>fg*dP*0{K*UmKCIPuDVjMDJ;2nY
zm{HyP--a+M1R8L^a6*3<eMlNzND6&D14{!F!w0%w-lSx7uN15>vE)rwDX?D3i<Per
zGbO$=+m<(5nM5woTi`$4Y@=FP)!HIO6W~R%VLI;nlq1Wts_F1LFTtz6?1(?jC*uze
zs#aEQhK3rWU-_{q{-yW*9VZ(KEg4yRrI6_{uoVU<J0?I;gt(H*b-A_+)I&T({F8a4
zU;zGrq?g$cx)#63xEtV-a7x2LCH(@Mbv=w%D_zhyPcHS3AIl=b@oT3oUz2o-Ep*bE
zTBsL|LO!PJeI}jkcJO#Fm0$_?t{}GNB4KYR8louOZwb7q$yPgp2s#eSxGr`!0u86F
z#gjA(24TqAn}2hrYMkxk2XklJS2RMCtS98XJSonaFjjsXtr(|)v={|wjYkaW%}FLB
zrvEoV`Y9U}9g#-`4ZkG)t>5tSS=|aqHMtv2O@P-97KR%gRnvE=ksR}`8f{#)bmuPt
zDn0TIz1pLHCk8oG3F9OUy2<#v=WBH_UAAQw_@`Ln>k`cmZvr`qE1EKY{m)6Lb_tYd
z1kJ~?g*~L_NUYtZ=@t3WeXt$l)wx>wOnJ?@pBoO#`dJ!sMHtX5kV(=cl2N(P6R-DR
z7o4t0p9k-M%>A8zC3z-_OnN`N*s&PtQrxhU+K1f;ocCXo?O9C->p_-aUUT^Geb|Q&
z{)W2OfM@JcWC;TrZ%y^-Ku~}~aS2Zs1U>zXmrIOMen3xOOk%A4H^umkNt05u`>kvM
z-E0sVdPnjuZ`-4%m7{|4Y!65*tOL1p4D7;0)ktkfbi(=EJQ!M@*ZU@XywUdD$1*FN
z!V&&%;VfYB8KYpn*w^cgYR3b=(*WwSqWQLu3btu2;OB+STK>30<j=bo9j$wxI~wv&
zr?73)dy#%;XL*+T*wF7ksTE)~tv0`ByuzoaFL!*`TEl0N+;bOut?}s2u%m<4znA|O
zR{YRy&cLYJWgLTq)k6Fg2mo|bY=NnHF@6Be=X6Q3M*Z?|aS1^8gdQI@X2P*i<5w3w
zDt>>1J2t%{!AdL`mAW5jAKgdeGrOEG@8`=|pzk$N&@mm~2NIUKfTUBC3(QT;H~@+l
z+7%$|23lRfd=4A!8uo)fv{Ri4+_3ulGyP)XR!;}Iy!o*Ba`R)~t2y~Qo!(X9KgV}l
z+V_k+4yLQeLuR-C{tb#)-v+2-@~kF7b?sYQp+A4^6;=JS4qRGlnY!ed00RRO;v2q~
z-mNgM%Y}0JDF>9f&+YtCxz-^*j84rB7Lz@>E-c!7O_9kPIh^V0AU4w4RyA+xb{Ut{
zW~Q?dFS8UP7|RqFRvNA%*mC#t^(>u9cD>1L?J2*Z{lM8=&d3)2V@)>-DIixoGt;<q
zn&;zjbD!3Y|D_&TX}GeERSuEuUUQkK^4Kz`xht22tL^&!&SsMR-GL6}I)I3ViF{Ox
zzgr8Y)+pC_REObm!-|ulX{;UOy&U94Qt|;yizAqaqf(ruTpanfl+#c9mcloE>2HSe
zKY?)p#?wjA6?0avWL~}Wr|Tj%>+fvVHw5ox+sFfwK>g@I<JfTHk3so6Bhqiytjn0J
z%2}-MXH0pKoSQ6^wGQ2Yze2D74U(VSc5nJT3mZhzhO+SyyFMQ#NQPdwdJU^3Ym6_)
zw3ZiubEz8ym|O#+V}VTv^cd(a0UdqNDl)q2R_x?!>UzHUcv-q(4_;eL>3`XbU6Qmv
z@B9^uVaH~4+yvFv&-PUrRw#PD-!4m5*A35o@=qPPcIKnn4;L9`QKxr7z`&!Lrt?g-
z4?v&E=Gk!f`jeY-xvX;;>|U{$WwO|0B0rn^*n1oK8X6e~Jv3%C3=|cm$0XeMDy)TC
zF`Cs<YOc9N!Xi2TkhnNPv~BsxKrjtc#3b#aJA3F&+(&4r298eKTn$0n{NBiM9~k!<
z1u;RGcn&=A8+>}dKk?lNna+fVhCNv~KM0Td0TI)-=UsqlOlp8gzmeJ_+}J_}=pYY5
zIGn)v3uG|(+~hFSZ;ydl?YG&XXUIa29qDn1rYRW;p%nSjx_t$xW4eqWP(~<(hd@`<
zC|6Y@M>8LPId*vY;V|5d?f9!Kx4El&<zQ5u_}bpljF8F!FlVcwb^e6gKO8hd?jI!_
z`LJwjrE83Z{3h&j;Y(ih=hiM9FFYGPKT4ymZtniO%5?#ma-by<jSOB>>xT6%<tp6@
zet+%kOSQ(MHmZb#O1-RvQ2iE6@oa@5DP>V7?}-Eov65(r=YrNE9Le$RsKrM~8t)Ak
z7^w%*j6yRa##<uBn<6)%5BVsg3n8&uL9$i})ooUlS=DV>zLnK8Svxc9J2P3_rr&0j
zzRmu+Z5JZ~P_erZ2s%Uxz6tg^6;B6C)+#0qA+Ywj`grkFz0((emk{kq1}4=I7J<D-
zB;t)I_(_48CPgTHXgAVSO4%Q(t5@U~-WFo>+5?E2->x=Fm3T@wOhac(vtayh;TaAi
z7pvq5?dIk|6b6f1RXJWFyr<c{4Z7iY1tYKm4Y=VUK3E=q)JVeROR8iK59r`rj!-9@
zyy*N+=Xa*Iqu};z^_QjYUf&crXJD8zt%R3D&XQsPHaMpmAAZ6p0lwz8qy3C+Nyv!n
zR<5QeglV3<IFS{fl|Tnuq{#mjm{cy*WEtJMlt?cAfme#Ibs)xp!4vjA*)|UsjN?&#
z-$Q~<p_nsde}=_180=yT{BPx{hM(4j$u@_rVW54S_!D5HY$kTcJMY&_U~}nEj&c|o
z%foA=1PV`9w-uy56vC?@1p}@K)z$9E50=pd_645cNg<nz)OD0BAYYzE|N4I%opn@`
z?;FNp)X0ra+30SO5=Mu#fTWa&NK2QD(b6aqf=DAFT?$Alp-72H4=L#Z0s{v7z2DzC
z{IxR}=iU20&vW1Rb$zZvzeyXb<<KYQTsmRvkJ9i{UhFrG1&`P8C~|G2H*Bp<iZ)K7
zmt94H(tq{QVs3qtj>fF4&Hf8&Nyn?<pkL1;m)!q;l^lu~d9b?gB#sirdCm4$KDhlg
z*(3KB%&#CJ4=~QXF1W8N_*<P0OBP=yEEp5_O2Se4E+0|2qoR6BFTxQTy+jgC5*g)2
zRdv7GMaU5%D!i8ElB5ZjyalMB{=fwH0Ax@fIM#|VuBwj#7}<fL(I|~X&_%|OP^R%~
zM{ejxhG(LUb`-i<DdPkb(cDy{Uq}Dby3+NjGZ3?bGBxK4G->aZQ1Cq?7cgYfD-<r2
zekh%4tN19}lfT{|smSwB*vF7(A6XRgB(?G!8S@A})z-(?wzm~j7IxJXca^?~{*V`4
z{`$`YTR!^m$2<a$iI^E5$}x%sGa3fJ`IJ!orc!vx4ESytA#YwP8BRXb>bv!d$^gKg
z?csrH3Q*tD11)+Cgkrgx!oE7mz8aX$#vwBZZ~C<CN3HFr^k@Ka7+{GcOU*=PF!293
zS?LvuR#R(;g4W`Qh$1uSTlr!OV44Jxy{pXmVtJd8-xqzF5pQ2$=fx6{R$lPCwf`ZY
zMIYGw=tqdI=BR;*VE{$o%MXBA(#tb8Bm(5R0+(@}<>eN01{oIRpsMGH8jX&tPDZ~C
zV-Nv^Qba(m@JT{BsYni6oqgNmF~8|R5g^NbQ}zzG<4wbesb6zVOGagF;=2;7jHVDl
z>hCaKo|&>ow>SQ@GSZ!9_2IZ~<spEm!k@E6zbb6OBg}V5(KrH(MqKyN9i8c0KU`TN
z8y0uHTi?aP_9Ss=-F}E#9XJyF1)~vrUaq?$0$9<<VBY)*D}bAXr$SMt?T$#BIJ+?1
zgc>!ft8V5UA@ftkPqlGuPHJp!a%|3YY%X)mnl=_p3{p^c<OWTEftGkb0Ky)C-W0dW
z7gq^>E*5O7W2tJBk5`3zZ|c~OQ}?{Q6(%IJzVNT8xr(sz)wK~XmLv7_F3U!n#A2vr
z;=q~e0tI6CzE3hYq#0y6ZC5E~9YnhQ>r)leyq>Kreaeh8wMFTvxk(9eG>n0}m9ezt
zHNjni!#HA%8D5@N^GB%xW`<}E>9Lk(U>NNz(a`ig(9uBgXQ|=s`>8W#ZSRRhQ6wa%
zyc(^<&u2m;GbhTwpaR?)6@?q;g&W@!z%14REY<=EGonTsii#?k>U9z_F&4FH?kO~4
zHnx2CZ57n@h3x33#2M6Q$d3tqc|NLISR)@lg=y&-D?F2XYAQhPauYR7R($%apS?Er
zj+M8)PudvFAoB!JcT!o_-;P>Ov`CDYaA*YmH(Y@?BoH2}nV1;*l5@j|nR$+ZK^LWk
z8cTSQ7()?ibpYhZ*#I6Vi`={D9S6`*gE}hqjG}C?6)4t;1PByISa~jkmuc>ls0Yz;
zr%nBFq*>#Z*sg}h@k(rS3v5$q#+JSB?r3=XJ|h*w?~$S!MLGB@(8J(Y?Q*mz{J~!_
z+d7^O1CNpWr&`g8NVEnn=BHic(HsE+1Acbmxw$zvIM$h&9}EO5MMYQ<VFsv{U(1B#
z_@6{y4E$m3qIAVzjNgqb1s>o=nz#IZ6c}z4>gB1#JeqIOGpnS-3=EDG(0_bS|51=$
zzPR$~pAce13K@2leYB$wSO-b^QU=g(<Y@;<5x8c6nTYF+f)FWXNQV3w*Mak^g>MNe
zFkoi>dT<Q1vqWN_xFr;?vUz%Kzx%7qy4VUZ*Z2G{9E2jsyD{a4mqfdl$TTEYv6Ac=
z0bao918U{Xh9_&+Mu*%JUA}-=j-)=^z(g(UdI161MGXcLvnXJ7UlM)O+a&<irdCyf
z+j2S2#2$eL_JOJ*Djn?VC{9R2qM|7Y0L3JK<51*?jFYAxKji5r#F87eoi9A)8u6Vf
zHy4oxC0riAgJfK<$g62$NZXB|7rCAqZBHk3+D2uozsRuN8IhLSe5J9-l;rB<2L_gq
zW=4jdIb{YLmTV+JHHtcr<uWs3V@JYkoWpxH_JU}q`&L8_%azWt4a*)<TJowPn0Iqn
z;^B7hF@BRzRS@E~Sf;neas%08f&v{ee!S{Me8@SpnBO;udUp8h%_!AwTyIbqMDD8L
zn@bvp-vA63el2@mQy;vdI);A4P|AukE?{x+y**)#8jy(JfDPBM4*)P{)eZD|864QW
z*;Ea3b=MsL5%GT_4ikQ(G6Mob0vdKerr<4JrvQ))Fv%8_%s%!XZCp=C-^6CLMZeFi
z9()k^j8aTU>3QfA`Zw+64|0?BO5S-Hl|9kAH+-{*E&WneDcn4MDB980zW%j1X`a3_
zf1Go#!?*UzZ)R!tN#8ZvdM(w`OZM;+ThF1_#f{N!g3^b>u&4;Pu$ehbbu;b1Pn{S0
zZ-1Q!FZA@xUR)0p!rq<XamPmzKD0Q@?s<JA{)jsHf=C39xz?eJBp4t|Q3g=ZYxVWe
zGt9Sd>G-gtqpd@g8_XU8$bY>$9dIZ-$7A1bJx31J9BgjwpBmftZmpiJk(LQi&y2Hq
zypx+%_NWe>3b``9P9+PRJ(#ik7=HEVEqey?8QX?~ojfUyXwPzb``WPbyck2t5Z>5B
z{ZX02(Gj9^Xs7Zk_;hf|!{Xe#Ak_D2VMsP7>N;dO<V5RaKS!*UCDJWydh)o9egL9;
z3n*j=@faqM{JibE);kC<uh3uf$7NNkPF{xi5A4c060Pr)rh`6J@BbWWtERtIWF}yf
zcB^gyg44LTC@Cmq)zguoGj`#7HyYQH4CEGzJ7QNy(@K&Tj>mJhILD2b^4T78-pXZP
z&)j>;eCU2_*OUC7Z@b~CpJ*zDVs=hspykEs(rdYM@1C~K<EgW$X1-9eX?l?o^`?kL
zXU{RBlz_Xf7H{4B(uA9gZd*se?%vLdXt5xO#7q}o>`vhV%`;kFU$<o8dTG@)mTe7x
z<%_SC3vZMQZ+{Tp)&Rh&Q2=<f@2;7#(ATJJ0-vf}H*VIL+xOetRQrYKyg%uo+)~8c
zxA}KiE7+`U`!H%E<DmJ87RuTdO3~ul!Y6gvKE?KK<))rMdKm@TTR{A<=lg46yQGKm
z1QNbPeID)&3|b<Fht?D8w@nfL82_l=WHYs(%ILkCj6Eanxk5PL8ty|_!63vpeLE~d
z-%5Mc;adO^*R!U7&nQl*Ak9~iemjDH^wfZNct4<Qw+d)N*;NB6Iq}YM9}B7cl~@mG
zs*^DCj2n9Ig_A_zrJX6#uRXu>W6Q2Uf@=KhWdY%rkasUm<E2v+Aex#b_%G|d--P-s
zr`79G?=-ZrskMo=a{#HiwC2Rw{rHi`$r^ZO{mX-`uZurk#QXTTYAp|^M7^jlBX!Wl
zASgY!h&@uy)c<J##5G+Afee^SKS^-he{y;2QH1y)ij{=-83C9!K$ey6He8fQS{6!T
znhH&HQ-!nj?r=%ekxNS)(>o?&6T0MC$Q_)Bxk<5PArQ)Wu6)0YH>NSXfbxa})dg2f
zy04f#{fW><@Y~)8faG_*K<G(uQ;hCAP$$Kk9J|1NEz|XKIj#>Z#X*9Y78f$fGFc_{
zeYBY5br*$np0Wv=5xFHbrF?Em>3qz39Xl#>`Az2V^^@iL;V_fDYhQM&+v_UJdH4X!
zzUHO4Uc}uMOWe}UOQ5cC;1rEnJ-Pm3e9k1jN|w0LVcZME>JVTF$+a9E@nnENju4-5
z4ldvZ3Y_KFS0R=($t>#w2L%EK`=gOm{a|9vM}SgViP#BFT+$<5-XqOw3MB$@a97pe
zZDihX=3P`%FJ>8RsN}6914*0Q*PeR&(&he_5oKMyvLs0c(_HW`Xc@(yaI1hy_>EB{
z2UR$^8fzAFvM-n}Hu0~zJwSQ}QNBK6$;w2jCKAR4xj-pA#=#!O5RU<OLrRj?sQaw<
z$e-$wKQ*H9HllDh(hP!*k;4ZOEp%Yb5@dJ@EE+}!#ZR#9&e5$cb8P%#*q&!uor12~
zK`6)+W)c)YfE_#0<f_6XTowLCW6wr?58&x}E^xR^r=ZDpzY^?T66}5=$bX}{u%p^(
zt9B+AeXE{S;USfuB0D;ue|9w^XUWL&n{)Uy6=jSYQ6N&5M9126&9G)BTjC{SZu_%4
z=f_XYNILk(SJ4H1QlayjbyZQyDV0W?#(8%MH8((%V4ypAzY5(m7*#-ymje`P>ASRL
zCxF5|%A5llq63BCSsY#aA!s4O$Lj-<-hY4%;Jzfk>OGRM4<5&5dcBD6x!+~O=YNJS
z%0wZdxe4fmxVtA&(dc{`kDFRn{|e*P!hVI+Q9|msR5wl>L-J5RRIVlkG_igJL1nJ!
zd+SLG3{kHl+tE)##-aSnd5ikjmTfj0$6eCW$_Fh>$C>FznnNKc&t0IPacSJN?1>&0
zStEJrf5mbhXZ_`d_dAA!UXoemYwCq?`0ap)8u>KwPx%~`HWJf2ytVEa;`03SbAx?n
zJX;i(8rTOqpudAN78}%F7fseDOLQ@@%r5Ct3NU}WYZ7yw(>S*`CO>d{GG!0nyABgh
zIELf~!E+P(G`8<m2k;40Q4k|CE|?9r$bP9SY!QI^zW2ig6Q!%oSuN=FOHwGfM`PlN
z;eb0|ke^5|1;7fjaAV0ffz7xCP10Ab_8H317*QRfGJ=2;bEn6`a=`%gLf4T)Eefi@
zKnp?*S0uroCApv)Xo=y_rwqmBNhTBtCem7htY|W$RbKJT^^uZZMA?rFgRSh50>1n&
zBCmu6^IMF>?G40j9w-{9DO%|%M)9xJ@UN8%trhd^dcr+=w0?xubj8JWRkijrDQRht
z@hLyyyJg8|X!$r$?y+nz<EKuFv4>h;9%{`!)FMZd$vtj(rfNjPIqGslLL0eSDGa%R
zBqB{-K^|CAnVbD96}bdvw`4bJnXi$)W?6kq&|ZYD0*WM-0|SUS)gMH3;3&B~^zJ`+
zss7+)|AYH*TJ>SDx=pN_TH^dLoj9~s!_?Lq6bWs7O>~Tkg_&UEL`CooKN$WyXEbO9
zv~u+!JUQPWrKs?|fb{5<^{_y96f>4AMV0CpnXxHw0f^(HLNl15CIm-3PFTWxgeV}x
z3TdoB(|srh{sKS?cpe3Nz=iE|*-!egYiaFi^GK|P#*dnV?~al_`Nt7(_(<}l$cuyt
z-hT5woSLwWM!eHa(Mwm&amfec+^;08&}89j6lC<o2ze)L-<bQm&eKRpevExvLN}0i
z^L_kCGs?`Oh%%`g{7eU<(J}i4?9=ePgKj@qmLF}yA&u;K&1OxF(Rg5I7-aX*DB`)d
z`XhU1vq)$E$on$KZ(}}bM^IYLs5v@#8|WJa=o^{q8@W)LK<8);t!aT-6?Y<-1-RZH
z6ejn7<BRF-e#WoD=l~v(c$$ys3lG5;UV<-bB>KRbPXG3C!|WedEt@qYo{%~WgB5d_
zeEGlB3r}8I6%4HkwiB)X2v_F_BAxd>X|KaHik?bK1g+ShJqvanb03%Hcvro0uXycJ
z!s%1SRs&(Bzn3{rk!eF=I-fMDc&{-`_~^1lQzLAONj5}+V3|gDr8>{4;_cJAS0rr^
zE0Z6RF*)GdtG2j5QEa_*QOZTdnPJ?2U>T`E1rtDf0xd12D;;BCBg!BWq#=ZqB}(N+
z6lnpX$#S~lDvr8hhUz+&5>gcNUmHsE*OWzsIQUwP;D(sQHkZf&kQXZ`?jq4Nq75ES
zI0b}g^Nx+7-E&_9D}e9To7%;mrOvt>h?{2&gEu_40z5b0TC$zT$@<FKqN8_MB8wyl
zk5N#+NFa+uQ$;kkmTCR0h${L$<#z?aqa)#?qbQR-5+amI9|;=*mM9J{YKxk=0B%B2
zIiD6<+9rDX#vEwiOD3}UK0~$nho<uydZff8!A0<O-h%Qx@Stm~s^_wso|S5?wO5yW
z`Dzm5<+omt^T#%{G&LH=Bx?G{fp@4`)m{AEZ_oedhH85kQZL@!{TNEVKt_!4J^4`3
z*B(K7IK|qf?}`zB(<dVNHo<59ZlRF>*0Zs~0R?}i$E0#YE!(duKzPZ=f3ijZ92mO9
z2wjr0wax<Re)RLj3N+0-wu*fk6fG#JAw`N!AW!_yzqg0Or1wG`<@)|1SyFDN5K6KX
z@sK8%Gzd7OTPV3{h~i^!4GLh%hAXiQAT<Nbi`A7vf2phpmV7*szOnefe6*|AFVY=k
zt;o9Z?S@h>*E7QF=W+OUY(l-iGqmT&JKP8SkGTZpx1>G<yBiwWJ-~;$5zD`F;?n4g
zX-so+wQpc*$R{3QDXLTas=uL$;$@Ny>jSzwo!b2GBz;v3ii*UZs4^s$M#aSEd@o~T
zNp|+7`A*|}mrv0RD0*CZ;}xorIs$8d_sJbL77&x^<Sw9aN|w^Jl=&)cA6PE{XZ-d}
zk>iJApc|P~bNmlC?MH2usdkP_KLJFw2(H(Sl5c^EmA?4|B3U@uBA*rNnC4`35(hvW
zTP2z0TO_B1S$rx=k<>)Y;DwDl$3tq&{YA}yckk9&+F-|@&yMAIjA#s&i~}Vl4eIMh
zINCdFVo@D}xn3{!L?<Su!?8h?v<s0vqtDU)%*V2a>_j;-yIP77dGdKZ>k;v0yWhOm
z9<9Pm$VPc3fsiMn*Q#*feB~=ZN({o1Q2-Cd2_T7{Xjb{D0mnPDxg`2?;mPa|@{%{l
z9K==E9coRX_Laho_O?L-Os@@@*#4x&Q!F#FIsMQcxd|eXT2_+oPiGK#x0D(F%x7{Y
zW<xIBvqq(@`CxrHyE#EoqVVrWzv}bLyc^pUmD=v(+U>8&zuw5bJv|J2vm6w|<`8_R
zYwtaB(w<DC2)_L9cK4wNKtmfchIB@TO<mO=9^j8JN9qq9aF^G+E0G~5hwqkewj2(v
z`Xva$qcD^}X$|D#*+VfzYATL<s}3vAaTgau?+TyeR=0;B>G+T<%z4f=0<nE@V}F&e
zWVq5AGcq7Xtnky0NV&TErtDy|IezExjr%)U3&hi22dA6jbTq7v4mV)>5-H!@!%E%<
z*(ZvJ=!DmE^n~xb;8V@ceF{TEt`<voD2?4E5H&q#57$z2#@ZbSaT7N9Palp9b!4Jp
zpXOJBgS!s5aTC+mt48Pfb!l54#L@}F-P}WdS|NMdE)T|bl`X{s3lOsrJ1+h+N587q
z_ALYyYm5TkDo!R{B(N`h`@!f6)6<vF&IGz(TglDhS(|pXsy~1xpxv@{1m}0yy(XH+
z0^Y`85%9?f#$V63`9*N6o^QMUncsJ+e}Yu!D><A<C);OBnccEv!7Iz{YsY6(GFl2~
zoCz!A%l$Q`Lq}H65(p-y<_-6675S>+Pas@T-QUu3x*{FOMETYBd#t<Ag_~el&A0H$
z$I2Fu7cI&bU-K<x4XPd7`@=a(XMY<FgX7ijfJ@W^U-zGym%xn}Y+MP#C1=$C1Gl{Y
z7+>gC^oCg4+)%0nND=r%uBPI)#eJ++*?X@NN)82o08vsC|0f|&rDGqHeu<ozJ19%O
zAnSfucNxA&brza|8*qw(;o3PVB@wi47Qi$|n5E#qaSjGJ_<_9A$>tpi&!QMzo^wz}
zkyS`uIHr$~4NYenJt?vKq1{=S8YDpc-|>Yd(pQBunsLYP?$6VZ_Y41J+o-B(hM8-H
z7p8zhd!eHillGO)UB*L~1!<@8{Z%XyEM~Hp*US-tcb3m1O7L;(Mfz2JIn(NOWeN6U
z;GROpXFN(f54`{FcjfNjtkg~7r6f5&cW1Lk%JS^pv-ulW*4zB-b7E&yt4>%!iZ6ne
zW??N%^yh|E;>o0A2K`?vNzVq#3AQMWf)~f?aLrl?fI$nF=fO}^z`cP}SBatwaPU-&
zRUMQCokd~Ecm?I6{ML48NoW^Tu@fMWn(${<Gia1*%O+nNqiTsb22!=e*Nbo=_zJw4
z8}H2AhhRV~+a43Q)H4u2o+wrR0tseT{%sNB^Mue~v0bdaU3$w%>&}A*kpJdA+%@%g
zcfCU&Ac~V}BWuH7&z*}j!#ux*b|@cC8iCt@n5q8C@T9{1xL!&+RLJL^_3h=7p>T?*
zCj?t$n4pdxWwI&psL;PP!;VQ#glf46;5i&Ys8W!wJKS{!kE$vGqw!8apqvuXB13ru
zQIdvvj(0%7gJ&(_s%oD4fRav~VioWUiO|waS`sp7-j@KYg3E~Gi>P>Bg@3yr{;e0w
z{d(f<lsQzq@?Un;%kX4!zEdWFQzjH$<IBsWi~}0MBX3h@2PaTJmoAk14FOj#L$p@r
zk|Q)TPBpRayQC<U7J(4qC`c>7g}e1p>toH9$Fc3@^hv65Etp?F8?v(iLO}*obhIv*
z;0E<VwS^B0JjP6i(@Y5$32qQHjE!fBjr-v)kKHb}-45XK3UmUa-a`W2z+b?ciON9O
z4odaEhWHy0VPu0lRYUE0do6WCHFZlBdD91)wob-BzRJIk?lnxu!7F8MXojBepNG$T
z1~&>e$>_;Ur~azEsve!!CujAss%nfVP9Yet_}H8?hThD->vcz<W6}s9tQ|{qd|p*$
z8}E}vMMD$y%#F|x(;3K46ehMe+T|5gw)z&FS)Re{3sjqbqQ@sboE^}R#1fG(B?DUa
zbBYBu^bt4`&>7ji;x{bz{f_=qAnP@H_h7rr-<A7>tng!U$d=f8o`|H+os_%;F?fZ)
zDZfT{0LWc(0~?QqeU(B3QFfm>@xAY*seV$joMuU-U8LAB>Q{<|x$}v_NzXH+3w=zz
zGHWGokXXW7Nt3XTFKh+`627~CVMbHGD~S7uG4>{v>a(0HE#AEZ+_(C_$8z4z5c#iO
zji9SpPp}QM+bYROxCF)5>!il7#wHXo?Jj@S*j=eU@s;TNl<^IOWS_lqI%Agb$IOiN
z=VdU<FE^|rr2%Nf6@mb7G6EbZG9v)lLM?`<0`4NLpu<2P>qzPZR6gANc(}FEV`lmU
z0^*X`Xlw!(nE1CEoRNmEDTaj!<=Dq1iC5LSfy7239W$*sNdRKwZ%s!h3ho495H~u(
z)5sKr0(uPQx_yptXf9HBlfj7e#wp2d^!8B;>wQ+4$4#yyk55J`$Vd6>U!^j?PR-7w
zd6h$RKkL{s^VszDv3ZW)?8~63S8Xyc8>KU4WpZR1U&=L^N;X(d1e*W!dte@HYVL1Z
z(kWc^NvNhnNTgFp<fD+tCn2E@p^;9Zk&hxyH)_^t;2uo*$Q2PjYCuBwM(yFGgW+UO
z-CsjXpr-&Ne-cTr)`{*`5aR|MDZzjTf-;c{7xOw6+DQrp>`AJkgN_u=U>pH1rWOny
zfDq&1E@C1se9d#93j}nPdH4co*8j%!nYg_EjJc=$;Ku1K{CR58jyoEbEm&_?+Y<c`
znZaxa44#^ju_$DQ^{_r1T6@7f6>(P@*X4Kv9~u{s0DK%tAWBt$A0}a?YdZ`82%3li
zignM#!_Vf(FVZm<-%=h($k})H2VCDfNv#o+tLOU;E8vZ@E7MwhtQEm92zt$@Zo$X%
z_oeC1Z=9MA7chpH$spZ?SXZzqxDwRRV`7}D-kN^we#X}eF|uu^|8EBju{u0&`GSeL
zrgcal#B%)x2G%D|h0FwziLu`)J+A=tz>(T4y?VxlMwmHuH0+OuKi$p=9sBXCHxw`P
zDPP%AnAuRi;(7*oe6k_XvN_Zacp*2xw5@BkuWNH{5P+o6Bmj<Q4~P+5*KFO?Zr}LQ
zvNaUQFeoDmr&CG>tKDch+v=(7>qYoKwR^;RU*oB#a)&B|mgSbt@^|W<>|0@cB3Nf_
z^u=v_vruFuUAOUIC`W3LGQ(<@#80Q-jQt-3yI!BOH<mZcIc<~e43BT6`gxwpd<XzI
z&-V>v>DnjO{#iH&zAi;YOgxBkN=dt4Q0Ny;h=Ek=+5R2*>Mq33)~itFGcziw119F`
z<(g`9FMq?mrrFC&m-@F?-%*YA2y#S>SLL?``XD%tl2#`zO%zM?$bjS1$&w6nZdt-e
z6Y^OT8Z%2^qqcLa&IsjVE>iD>Of4VZFKnXoo^t*H0N0%J_haR3e3l(sLzVwaMR%H3
z#8^eGQ}W{o)?*HmHa>mJiP?{#DSMc)PSnr&Ge^|awkbBP#p<;XU1Su!g(}Ga;L8*|
zI^jM#5{wQ}J5d9u18_jzO$lZJVjtUpZ}B}OsoRRsh{2V8)|LXbAJY&MoBJv&wmGG&
zrXZ`cB&D*cwlb+UCy9eD3l*J_<M*0`SpB=H`k=kRu#ro1>IA=tZl6_;_wKwbf6W6{
zLVT1Myd_6`)~YM(vq=UT#=CV)j~n1WxBy4y_BE&F2aCx`^g?O~BBR!mStGu=Vkmy7
zZbB%ZV2+K6P7*>-1jh5eDNyDid=1`7J)LiPVO9ykNjgc-#*X|v0*;ySirefVvbpLi
zKj@zYIqu(aBqZDbj`vZ}L?m`$T0Fk)$O8lMY#3zOgGXhujNwserr%88j%l3$+&=qn
zXNg=Go>d3jmJrbt{OG3<eVg@7yGo=pna=!Cy(H%;Wkes((QNMHe>UR|$NRH)e`s!D
z1>8%KBlaoRi=4YRH0%jSkYflB*^>rf{*xy5u~KvpL}bar9~Lu$K=S}u8~{N_g8^VT
zVxLRR^tRpJbd{W?e3Uya*>mek;<V?^#=E^Cmk%dRGaU)_AQ>Cd4AUJfSHBOWv1hT*
zP4$tj$`RY7VBkfcgH%3qQLidn;+g8tV+B+Uh2dK&+Oc9653WbfzzX3=-qDyj7o^w{
z#nf-r&&=ezyD`DnoXYx%dk_(2(t|6~_pGfHTnl486UGkS+Lq|7igfOFxO|sI<QnVc
zih*FCBl}4J6HP{tR4p72%0s~Y2^zqv0_(qT-qC!zt*zKS)Fx=P#(dp@465rn_<S@1
za2C#kb7PYy%_PyssFmO{9A&_g+95fwgDRdf?p5+=90?du%=r2mL^El1=&75@P~xMY
zV2&O+Cy;qU1@JoA4dJl_zi}QSCcJO&V{})9M-Dit)<(SBDemP2Mc|9qwhXh@9!a6O
zf(eQ{0#|bkU&0PY(iBY#gP!@Uekfh2PCu;uF#izg?n4y91Ej<Rty;~#u2!1;@o!0f
z1$os!@TtZ)-#c>F=DMl$AkcDP_s6B>ty77GUHg`qh}j23JPv^~J)P74o+B5GAxg;5
z#p~UZ&Ytct?83s6p3?PXxgI?BYz5JCHQuw#bF<nGfguy#Q-ZtT{}~Vor^LYnWTa=9
zwdr)k-HY+_^qZ5_Ntn+e5imMxRzj%!4Vj(AH8r1EpBVlwBa_WJT>2D(|5ctaV_Epq
z4r!0v)iOIh(f*G3xzyp1jDuZzKivBmSx1je&=;`z%y*Hn*-U2hgVRkpoS+ZFOcU(D
ztqi-Yx1?PkSbO91?x%gk1LOwaFk()XBgd`=dR*tX#mns*`Y73~1h#b_?u4u?U3~5Y
z!qd-{mFpE3-rbQ?eqX;|Uvp6ZaVC7tW_BalYis<@yE=FI$d)7QWH!Cdf)VGgd}wX+
zj@7rxn82$b`xX1J&yu@tVW3<@fyn45J8R#^wyQI@v@C;}9OkSep6X2IH5EJ}sS2NR
zzE?uj3|cbldizHbm+@z<fN|Y|<5rgp-=>S{+1Ry`O-<TQ*mAhXc$<&@NxBQaPdfRx
z(-U3a28tzjbZN~&Nd=l}6EZ3-e%m@&mc&Pl5&3ZV;{^C;>D5!A@EVbj>QT@cx|(;j
z7QV?Vu){0zM^I!>RNzlFoZ`Pi;&VVAK_bNrDHg@_R5cw%nkUAl$3Ni=6y~0jdd5F3
z4JXX>epd3aPDCMf<sOXRo*De`M3H1z(V~5VEj|$`*fJ&B@)I~N<|3>-vgX~h7oJ+k
zyICrN@I}o7*1?s@2jZ69%HEf~2o8+2;`*bA!Es`2!WwE*AiCCwbk5xA2H34pK|@4d
z=_J3S(nzgfMAQJ1Smk#iRb$NiWZ;lw;lz94OPUG!0c05^KT~4fjTHZNVwbWt$CB7W
z@ajJ&<YwOmkcvh^{1EMTdyp|e^!t8D+0Y9?<B20d2vnGehOk#7<$Q!iLa_8G^I(X(
zfqQ9nP0x|nx!ZW?s!*Q_dq?4~`n`#`pJ;u6z#!9Kr{1O&w4Pe<H~-_L+=;XI=2z8=
zu%PvsS}>NW0wv^h*-ReUYtA8%NA{a8ho{ddA({h1D$jvwN1&gyuZ#!v)Qd6DTrR+9
z0*Il1G~bJ`Jjj4+iW2){c_=_#@cZhyU`=XuxbrU835W*@psS<PPeY%bDmZFUf{E8L
zUu7G?&_pJHq>&BWr@4#Pw*fulEi{Y*wkHnyNhkv;Pp8F2{YzYjB^@3L1JUY{D`#Ey
zAQYhMF~0+)4Q{*?Y1XsIhzozM0L0+{*YVs}08I_`Ayk2A5!}7IWQp^1kcx(#F(Q`D
zux^$rR*I77guPBiz<(wNGjSlHMFAF}i}WC70%_EMv>$B$J3wz=rEz4}?bBHYqi}#o
z6rk*7N#RwE&Iq81w^+~B7N!pgN%~CiXDyMj8fD8`48-?gATCKtLV02#EO^cAYIOQ?
zR3=`qyZ&x>y(qOvYrSY|Jww)%rTUJy-aX_~;lImK_YYoI{LA4zXC`9E{B4;rkq=wR
zXATyS3u=H%5Osjz+}z<!JWj*rmO(DegHP7sft#9vE{`5-wZ=$WXVK0T(#~Zw0i~A6
zZ#73C9ETQ~NYD`FW{4rXDgMtEyz)!_Fq@^`6%8v{$}d@D=U&?7S=!-VbXQxg3v?2X
zQvDg{Ow2u4EH(I<oWXN8WeoNvx|W@Y7B_+RG2QYpWp}h@ce9{(F{AekR~o!=O&n;2
z4t?u0S|L>|r16#CdDK2W9oCr~irUW(ka;WkkP-G+DEvig1^a{d^;V+Y8OZCd(BvoI
z-ypo0;LvFWegNaC;7teS7KY~muz>=*SMmx1&-xM0{2&ypWSD{^t2ibd`-IxaaJZJ-
znB4dZy%-0p%*<oogh4NWgR3CPBPdSw4MKH|fAS4E{xg7F+YFG50G`5?E<W7d<clqd
z^|vCDfWi+53v$_EpopShF&Rn+0K9r@KwZEMb$E?rDgP?v=M}B%s}V8mrd$@|VNq*V
zQn_M0yW}gdH%#gD5Um=zm;UQrL>TTc&+*^ZZz*qqX3Cpak^{^Jy>?g@xy_or$%#Pf
zYH=wx=<o3sr=bDz3$3k%hOMo?0;`pBekqLI#-<ddK3^wF<s>)F^j#NrX&?Nn#3pzF
zYPUpp;3ldWCraVq-u5!z_A1Z?<Y07>=$BQznoZC_;>2V)6bx*sg5U?xk^<p4+1v<p
zmZ(7N3&6mCPY4bmNdbBtrL*P@YMaDVm+=wv1g&{S2%!Z?lN-wLA|i>H9tFg8{6|<z
zEQ9-1mFO0fD8R*8UW!BW%rgP~mxX*>5;h@A$hm5ocM63>^Is$cpkcp8`4fk~>gvah
z-Xj&#y%f>AoZwZS;a$32UJy{eM^*MA<?;9LE~#ScR3A3}d2Ix8thW}d&lE8H{XtPJ
zo&+!%A6xSAS@LOF@{w3-g=XXf?6j=)yC|ed_K9ic36Ld<2J$|HR3DBQ8;<B0vO>Y}
zKz#=B^S;+KV52I@Bk9RC1Ii#B{>Vas&;?u5y<}+8bmoQvkzKlj&=`3t7YZ(Ya32I%
zngKUWoao~_*1A5oa~2)>8zXB5hj9a6AG7V|RM*>9w>>ZkOodbPK<|k#iHJMAZwM&H
zO_BITgQ)(?beE<KDenVCza!&<;^cABFo4Ve0!Nxy!HYT^QB%=zu>_GO)*ZTmlg<F0
z08OU0U#{PHF(4iD`Wv;S#7dKE-1a96SM~?Co;Dt0UCTxRJh_054$aTABP6g>Bgkp+
zipuiUS4@m&L0d#g;r%4SUdTUDdLTMcn0?Tm0M}5y*jF|+!Z4h0OMJ7_PVB71cK@VB
z0sT05c;TiYeZUkkw02`8K=js_<YOVtGbQ$&XDW*)AQyXR8>EqNb`9jiOT1!0_3<@F
z5PLrG!6vWrt#WdHX1rUp%9ygtn!lelZ&NT&Dtzy$$US!v15YtsH?c&Yv2>5Ibg!}W
zr@-QL98EwB3Ri<OfhY*H00FhPLAbrAj>;dHA|<^ZBVP~$UmLRk0e-@UZRI}GiXG>y
z9p?%$SX0mQp{aqP+WLn@%&tNrvLlN&glh>OQGJ-ldsrQkzBXB>!(9N0RotU)TVizV
zUYc#{U#R^)(DM6BNAINM>;uHYJ-GpO5ib!dxe3C+#96bnNkC&J#Z*>945LROB>`Uc
z%SM}~7mB_#Pi<wV$6BVwS~Dea1X$t-l4)L+Ds?OEyTb&U0t{rh7!_qEESd5Q%R@BG
zZBkL#bbi#-W;D~_DfbVQ)@bit_)~aX4H2%0qq>5nwi>GW3Q{z3Q8Rog1XxiB5xSqg
zC3fCRQhY(Fl<3{2bp~b^mHW{CyJb0IEsP3L`?wb(5?~2BYcL3Befevu{7p1mEtM}C
zKoxYclqI>5K^d5)2~fSTr^!rHOk$34K!m6X`fd6k(VGNWhs=aBc&<1U9BBoR&DF>F
zk^{5V%P8T>B7HCVBc{VdR>y+=aHrk>Qzw1@z)zZ!B1(|}1K%=yMRxIi^h#BY#9O+l
z5DnrI*cRqF5Ea@H6!(-6);w5?4|LuAm0M>Y$1Mq9Wt%<YD$vrGCFP@_<c$#Kdt+<N
z`2zxXlY^%X3aMqt&_Ik60ftDf7ZRcW1cSO5=-<8zBF0HRKCr8sYp#-ca^LlP?(JKB
z5PC^~QjqL_m-&?4hz6j4nF^$p8nEba6>jtpmV}zz00uJcA3ZGhcyQN`Zs=|Z*<|M)
z!gC*il@cc}5*l+6DT4@fC@ownN&C&Y1n2k^O1i(Mw4;+)5w1&wTs(>1ylnpP4|z^^
zQ?i^V#c~gayjj)vlDlcD`&1utmUi0ZY_B#LH}JPF7W?98jh~LYRFK65v^LMXO1PP)
zeTnD=S%(ntvq-k}LwQIx0}UB|*LiQYi?Smw=gC&Mb33D6Dh=-oe3G4XV*Q;<E*d`g
z`*}yi#NMEbXt<mtvjX3OcGG@8etD>;4(9)l6eV>8dH;prqd^p@`_Xr4+i#?kzC(%}
z|0)J7H(~rB8nt689!<v#?BFaKX0jl<dQXjtwZ6KM8>(S>{`!J!GY>)%P?(OXF96y`
zmeaGJxxa=9;0&PABM5`R3uY*)FItrff^a-u{e~rz&pUddyt6%acN}4X?S%PZ>hZHn
za`7Lh$Y3amWru8;?9;tl8mxiTy;|qgI}}`+c432B33Y~OSjGj>tjo^&$p6vh^m(`e
zVw(4yzP`S6>R)|_V`=Q+Z%5VgjI?kA26ZF;l}1FAiE;j0AD~tZroNf$Y-*2-Hx#F8
zKK#7X>5~Zw{`n2u^g;KZQZCHjTj$qI%$J#=cDaIOGt1V_v-N{F^qtk|F+sBy`#yL5
z-|zPy9n?Gl%7_k!@D0;})Jn1T9*-K5b^sfoDxv7^&@$Wg_kHM+1^&!v?L62vGIHW(
z;ne}6@ciaz=LY7(iNCr&SwVDN?kBVZmGkyKEJ_s@Ee4Ma#~%gPs<lC&fk!w5Liu_;
z-S`FzR5~!uo2%>Vm6heIYeT$`L>Myk*Y$L1+Tr1yo^8^<f6k`0F~Cf}=yK}XmYH+;
z^S`po(dKy%i5;KMp4E|)0arq2NI)ah1NaFkfwjo5I<*hcQlRwH@4#{4LSui0^WalR
z8PLV9d;7O1@_2d74C4Lvx%u-Oz5Tc+r#Xdkb{BO=m&q0R^}QFxA2$Q_0iUuB`$~&!
zkC)H$*~y!_=C$XRTUT}76P*VKIs0D5Z`clJEY2US{QVr+x^^6wee#6O_^qe>v)Y@#
ztCyt-Z0Q`Hpj*o;A#Ok~qCF_vp+@kNNtVB&+<t`VuU4<P_VetOd9$EL#&a_d`Iy_8
z3&qBjZ8AQ|@zimv+?Mz*Fg7kbw;<Fvpz>vwPie4Hkl#heeX+RfpZ{yEcA7oUyKOLZ
zLh?r3P_tRk*LY^)kn)b-S~e_XY}+Bb6H7lC9?mdioW#5-X|HH{cSp>`SPbaZJ+$zR
z1gNGRLVBNo9GeR?oQF!nP)V0k;U1;JHxM4aS<JioL3qECpZR?iOGznRT_xMoBBn?0
zIiC>wbh`1s+Jx+k#Ji86F;9!$0OeJDbyY8-=&#kO=RZ)UYvIQSpW~PY?HRZUaZy05
zf&QtpNGcsbPP;woDJ!zqDtxP@O~L)pcWQ3Cw)vY@aC-i-N^lHOVSGYYJI9%<$_^g+
zTZ!_o;L9(&%~r%rwstX{`gDH|cn9GJ+KWr{e-7$84x2jk?R3GM1JA8<1il5=gt<!V
z@&A6b5{^IV_CMG*o1Ru#QhsRB^Er5z%cpc;nZF@Q{?DUlgA2!!G0Gu%Fvk%pFmW+F
zN)=8rutK*!Acwl66XTgqN<Tohb3t(2x2lP4qo++1;3+WH{#1|>piH|Oc6TxE7?P#~
zdQlHziMjr)c@?pLex<l~;x7+v*oXJVn{36HB+@eqJ^Eg3!puNJth5iAZ<CmC@`+M5
zEgJZ&+LEvEr-la;mv}7SwnVAOx%Qm<*Op7c$~G}x=7nxPwc^mPxiZxh1;)b!a><SM
z$wD0-<tPgdD!;`;pPqMpoDrTu;ns)8EsLw(rrWOe+wKomoo!Y<?{7PQ8kq5{%>UvI
ziGtn%#vwkvU7*HWL;Z_JQPGJ2i#8Shhp3*H_@N<1l@WQ(hBmyZgkAc@4oWpD84lKz
zxG7d(eA*R@bkj>G#ZP2^`2#zcz$Kr(3@Ee7z$8=jBNpqwclQ7TQ4<vlPL<{Q@4I!p
zI1Qap;J^9RJ@vhlk2N@Pigig$TTnYJoP0`3T2X&WiKWpOEU!@Z$i?!hcChv4^>Hm3
z;~YeI^(^DWO@J0nMnxzSkn<#f>#T&Txw4J9GAali4>PI2X}CXm%2x5wVKN!n;ZQjL
zFnh}4&7zjwt;8s~MG0fBH0Yii6$6WQbOxkANC-4(ojpvu3cE)?uU{0Bc0d>_xGI>P
zX6z<m)MZ%^Yq(KdvVK;=Thgyt5=~qZk*!EUr$|ZHN%87ET_>gW4)@xclA6x?S2~YG
zPYU&@ILBSiz=V!`LP2hvcNq3<3g^-faDunm_NrW!cUi)UE~QV*{kePOKKkSy`ZS$|
z3}MPrxglzUBrSuNt%H|sgV+}Jh3*%?pfR*fGt3USwu7y{ITeyQUrll@O>#a#x8@zU
z=HUWxXsaq5BnVpdnMV6i6PHYmSC7m#jm(zNZbDQlsF(Sv?X?5#wOg0JwyIRLes-0O
z+?=_|w!HozakXHFX;)bD@b4emWS6KRI>_#{`<}E<-7FTc)?S_9He3?AViYj*YexSy
z^B8lUtjAGVl}yhY>5FgmUyn)+U%u;w=vJ`Y&VoaG8Q<fH5|D5RzJN2-T`HlP*z7U<
z24cr;L3)owGLdJ+(Z!aE?5r0K6{P?gxfz+bb=yHJRWvNVX!ThC^XemQa0*PB&Xid)
zB3Ie#crnjxi_$Q`gn&fq`4n)zO=UYThjU93)3T)8F=M*u{R4}qKOyT!NM1#^u5E+Z
z2e|7R=U_q)zQhWU9033%jlZwhPYk}XO5cgHn~^)FH-VO0?$?q9{+%UH4xakxdU!2}
zZM^mG@Oc|f&Zu`V*l)HvY;=A5O;XL9iQNppwpaedDug~EhoS{>{vXnsS-U9;s5#&F
z#mW%Qa-J&5h2cB8AB@riZx|jQMWDZzRURn)&<-=m{ovgC&=*z?Sy(~U)42b@q_y_=
zTo6fo9M>9(;6Q)6x{K2Q)Mt0_6OeF6)kID#iW^GDXV(Vdi>4DL|Hn4I3Imw@>RCuM
z+x;6<dNL9U75PJFz?Dczya5vg^)*KQ{eqAbhuUcb-PT58QL>~M4WAnnAs3j0tDi0o
zrh2bI5KOpA)iy;EH%%g^O7P!r;=@Q$x@cQwi0KWNk*@|$ca?Y)!FvwC5VDXNVEP3X
zIM)sj-;R*TP6d3YmiLpP;m@FHZGA5(v**t=h@L%vME+1_WQ^&4er@?r&$2A9at5z*
z#yywy{m1JZE|1@r-Et{w8&M}<;eES4VJ-CH$35{I!Zw`r`gMSXwS$EMOg2<PmIPuE
z8qDZS*r)0EuRW^al{WELZFV8kued&n2~ZsDa$d!Rsoy++nuneN$UY)cuPrZT*?kXS
z&sBZnb%(5c`eFdK1v9^MO^P7i5o2_t_I%?m94h>6OGqML2MYcQa#oX|1Xs;X^Tk!@
z0Z2g{5j%>2gv)4^%=t$05gQ8TI+m3$s~?%25uE`fOWwgr>ID9<`=?oou<^gajZtoT
z5Jg&bnIMJ2l9<`+fU@bQ=f2;!QxPxCjEF|S^4^@4SknUb%_iVGg36Bg27(Zp9wT3O
z1bKIaN)Jebl&6U?1Foczf=zsFkjFIIaG3BdLsqO)ef|uft0O9GOX%98312|&ckaJ`
zx7J8dNskh*jDE2{FejOQvT6_R>fqR*JT4aIFH#hLuc*?YC<N?*t=p5WtWu|Wjns3`
z45MIv^ft$IwkP!UTLO0D$vuVa!O8+{vQNT2f&x5(%sn2scs$S)QG<g?CSP(=pizuT
zYLtsOqHiE>cCcmuyX~w$7^tzJOZQoxe-PZUF})2<{E8dCT*S=RPSmif<xGRb%dl_t
zj}>114HRBJ38`I}6wKjSO(WCTJ13btIBT!|cSqtxQY=VDIN;8(|L>PxHTh2EZ(Y+^
zk_}(P`}#ytmfUY?Q!ise!MF(#ZX>HaQb>S$t-~!zpg<6qC}(c0iYDRF_;U+&)R0bq
zgO=B@RF$$+ePAgzjL)3EXC8|z0>}EvYr$D=2r(KBpEzP2DLL=ICOYfQfS`nr2}k`R
z?=^i+l3u2mvOgw{^vzj~h7BfO#C*Ug?w-aXB};KcWRbu7le*z;kSN&g&2h7L2`ALQ
ziHy1ws++e6dQ6$#e7LQzo0-V+QjmgN=!dJmTQ+d#tv@k(QUG(QFw87ev<@5Pts0ro
z)P3Xjl4?*5USZ7F$Q%WWwZg=l^^=6@Gx<Dh{2p?8@8s0ugI3)B7dgdydL6^}I!C^R
z369bVjnE0bBDiJzm=(guy69w=8OJ5IDJZl9=l9gPEB>B@IJH;O{_}U=ZMx^0j!<If
z%wN%3Y$r_bzZVK1{L}umSUbOZl4wxy*&Fv$*1_<hg7?nxGqar3{5BU3;7Z~e97R#E
z&9prJ+hIH3P0cE3x5#=S^!ym)DdWoT#sTegPQ|2NNQ@3R5>N*MwU`6=UmPq-X5gZD
z2nUqAg-0L9U|_*9zewz%BvSRmh6EbMQc6mL>8(*+xn%o2fcmymEbutSW4#jx>)^lo
z8;S>3pnrF!DxHHY!Rg{DDocFIj3{I8-J9|6!;fZFnt0-;39mEbfVd$18Z4JHV*bUr
zoyR{#=ct7A4VYEsN>4AscLFr;aQ1mObI$xncQjLnJTd1c1RDgLq|ftucbEIE{Z>+4
zyhsmcr2J3c#yz*aDq6zT=jXQQceS&kwulem^lnO|PyeD7cy3()=B239=M}6UDmRVZ
zNUcVEGkwS3IzEh`VpF6l@p@TSp2>{weQNUD(u{ZfY~+TgF+x0?f(hJ5iGqKq*o(KD
zkGKrQ!Q`1KcasKW`&ClOa6P;JlZ};I-?1ZcgtOTC>+!QqSUmM3L9qK??*bmRkL#67
z3`j<n;fX3AA2u_DMWz|6RKpN!4#6uShf)`V*VpSZPq2<EU}k0wl_FRy%-JC-Ho14m
zDFQS=0_608Q&_lwHZdGJh(}={wLz{~B=INY$5L$K@)0cP1loZF9#sz9081nxuzXFu
zpPc^sT=vOv7N1N7g+xJlL(u2CpMK$Drbx;eO^NB3Ea^O<lTU&xW}iQtk8pmnyWKr&
zeCVUtMu{1iAu4A+XL9&$7Vy+z`*jTC>B>QO<XOIwrBR^yyWP4TY{T~Gt88}{V^!iv
zHzG>Yt7Gl`;CA-Nj@f_u!Mm_@@0*jkC4@s;&+`-X{&_kcw>pQ2<i!oFL~g>Nx_#J#
z{lk^+>$T2yWQ={!_1etBiUaOq;RJzvemVXQhF_~pz++c$R(cLE7lLmgyFQ&?ee3K&
z^jz<*u_IP|t{Y1)Iu`;Z>MWJLKL2}vgS+05Id?L6cKUCiy4l$M2co9)U(@QS$SC6O
z(~ipq&KpP$(1P#wyZrTK&1);It<VVvqiHEvTnY0-E^HIYIbHeQ=qepWVB0!(e#h+4
z16hU2RZ1r<tBcKFDJ9;BcYA(5uKu_)BijpUjYW3+QU!nun};?+_=#U<n_pAq<h(zB
ze71X<nm=x9!+Gad`>gp=S48pYUKNlY^b6_Vu{m)wPjuyeept2C-syc<_i0JVJvhtK
zf`R7(gc<mV`|cmQ{p5Ix0P*uc+*{Gay1l+O%y=Yj6!+>&o{rzkAU+*No(t~ZA|pdW
zU&qo$Rpw?HF&a-J)|bDR`7~yXmQ*V<wuXyHFl=#->CUs>db7LBdFaUK?fSQ-exs^<
zr@HuWt?*U}|6w)%VO<@%Rc}N`|BJD$tg7Xbj@gJItAvYJOAZ~7AoisDS!(%TVf{>t
zUnMnOgJ3*bkmnCKq|;W<$AT3>{gJ@%3wmsnYhKt%u{!fp^<<d46z_#P<0|tr^P@0f
zI1H{i6phrKFL{|lVBJ#2T3x|j^_Z>Zu^PYo9Dfw-5(9CMd*H71YlrU+TX|dl=)N2<
zXgc^!dZQNJp8UgJPPrcu;;kGDrjl6Gu;)+c`c4z}2KMi^68dS|%0L#FBw{ecN2VWv
zwU)#TwD-07h8M*{ZtsKEHLz{3XwxdW-x_OuEJ*TGX50wkeu;tTXuSPQqdiYT1p|gr
z2Pch7l%bE@+L__RDa_FmG@AkN!DmQchkeR<QnXWh&yqM|;g-s;2_pygtaB6SAA&A;
z|HIE|0STX9_#xQ#kHoAJSq|3-xc)ph{(2?F{TmoaO}ZHy1j#SH{$ft>9@D(A?`7CX
zR`ZsVI9xDTR?Pp7P@uH%oU7HIqlrsT>tG+jhO|zpU%xs*tmMju(?^KJ7aj&8dnlK9
z5!^_7LOzA1C;1s+jslo?N*st+IOg(DvItNf-R1?CW?~?;hN4<c7YV?vKA>!M8+yal
zoE+=0-e8Ubfh53Zsv~5ik;D5gN07Pm(WV1B;%KoX4T7Y<g5P4*h_guvV|!l`T1xH+
zj{FrRS<V=VV){=_w+9Ck^MDZMF46A5%Qynq3v(KrZzcSQ#!nGA;w45i$m=&?6OO5{
zT9TOnZehCf+kHYrKo)Nx6wcLHD&N=)uo*Zw?|)jQG%X}mjh3X_sCvlo3dkTj5H;i$
z);|zUc*zo&#RvSfX_T9&JG|x#Xvq3)`d`fHqWw#dO)1gSThC)NvDNZ<?*(7Hhu-5A
z*4+~|*b%??*`c6+GUjC#86V55fF40|d1BQ>aVrg9RdA4jHkpv8&v=^mcoH!0iJn}l
z9ab`Lm*Md-UHYELdoR6<uw0E+v&x)+>*c^anj{k%psZ3P`=dwpSH0}7^RN_%CM|fJ
z$(eA~2$~3<-Slm*kZg}Pnf(NvwMm3S(^^pr?nHa!K;2^tA?_dl)Hhx|IomWj+toKz
zOE|*3{Ph&@>rs11{gVR1RjgZkv|jhjFd}!8Z|-d2JdLjAILJV&Ue6~6+$)={Uv!&h
ze>5ui?4I~3rLy3CDmLt`tcVMfn4PTu*`kn4W%}FOk%KInju^8WR2(&dCCfcPQ+Gjj
zpPDNW$}&bBZvs#tK+#qFl6PoBTr1v7hE~Ijs$4%y2!hna;Al}P&?;Lmkc?!4MI9y=
zM>tURiP!_=;uXppr#&!=ytJo4F_HraHoGgDtNiHbE|=SCLEgy|!vxB~pX84Sb>Scl
zXkOoN4;rX@ApJT_xG27u4R|_J8I!69tHHyy()fZTJ$yCsSKMpdKyQ)yO2Q||LDH=v
z`fLjkm*9$5g)5(Hus*PXNTRsTurC&z4F`*z%VTN`%ak$^{lo=vGDBxevSFT>&Nqga
zawPwjGlOvvhYt^Xhj#og5e@ll%g-w&wbLQXvYg?{nDV1~drBgSyl#)~c>_|bTlEj#
zMqYip5_t3-_8za{vxzF9X$V6L-IFJXg#Qtsft0}oN9eAHrQ-<TC~_=cQrHVC)rK!v
zgyS$A>Ktc>AyNgq;*_unc5je<S}F}3Tz^?sIRHxC4P*|-Z6bkBP{9#hWb1>t^FaNg
z<P=X#Xo;i4)Cf>$fC@N<h!A=sZ<BHid0Az~N4FJ)%t*8uT7_xeeXMDhnNlg(WXOn%
zdB3rl${*%Tg)e#}T>MzP%1NloU98GQtjdu`$VY_liGY}gfS4C#L>Gnh&B)vvL+BoF
z!hWtl|H;rb!*Ca++8_!z0pdYElwcZsuM`qJhDfZHVzhn)dU5|$8*cE$N*p?Pf#Rb;
zPz@q_@oFg>_+AXeHcpQ?emS1+({9e+THCJBeeN+?O1Td<MW5-IpeGiV|D)-wqniBx
zHco6bZiF;!lz@_wiZB`!Q0Yz)5RjD4(IF*BD=kQON{2LxlG5FbW-!=ue}CsZ=Wq`H
z4))pZ&-;B{*XtV5Gmtj(-g(x?>6RD_91<ctR$-?Hnt}yeBRF`hoFZS?pvl2$xa^VN
zInb5_%Mm*h)By=xCWCS$UbSD_&Eoa;Kijx1N1y>D;ENzf%T9=wdcg2wJOo{(p>>OO
zb6?BnsqWGPg=t5srDa~8RW`m|e)ipbI88Ad{WpH~WkL=!TXwV@@%=_^`ExQV1sc47
zU#!)%BB#NCkGuP#i#lE(_?x;Rgi;6hyk}t-F6KRuF|J?<6#nRs<xWU7Qq)DZo|v^h
z%A%f!!u_3wb3pNMboqFk{YaG4n5x6zD?2_FyGJUH>^;2=n9znFO%3z<>$*55O<$?p
zr6fN^YC;E^ZPf|EU3jeA7@1Rni5??iwoZicc(mQ{E)p1n>o)(h&DC!zH`ZK56k8XV
zClGzCnk!2vIqMvLcSoz`H_quD5-7oZ<jpp9@Xt22lAQ?>_H-Xov#{n=-}Cdwd{4p5
zWbrRzOh`aOtYi4brikz;HB~HtJh&=<Snc!TA2AkAOMEArbOI4nEI`v%1>vl80&P%4
zAZ{Y=vDaTD5DpqqQ+nS}A#xx&5q&ml1&}Npc&U8wPDJQCo^ZQ|f++cf3<r3@L&ltk
zR5{&=yk#uK>v-DhGSXL%2GKl2*W3eM!>Zmx&wU17G(C@LeewQ7ip)OPCBVE3@)6xL
zr?U)G(=8V?Y@RpotKl0?+2u1StM&SA-3j3xCww72@}PpflO;JUlp8ImO5w<%AUx<y
z^YSmt;JDoDVX|iWKW~d(C8dkqM}<&_!8o|o3o_uM#B9_cC{dG)AP-%%VBm7EDQ{Ng
zuxo(+yM}<+&)Wo&VwmL$_||vsqrx(o0=A<<wyi=Ee0pyuY8l`I^`ATLvvbN^<d-lo
zXn51|z|M^UX;J5}lfoHuP9rd7Q0H|jH-s2TFA}tmJNv+T%p<J$K;2B-V$N;|!OQsb
zMLQhTllJ|zUoGsk$AKV#?uj=EX#gGe{!&wQPyg$y6;*-&D1fR~335v4M9Bi-w^yUE
zE2z~a*ccAABkUo3NP-|DW8uY-&S0A;=7iqiuH%bi1Tl!L;A68Mg!8N@YMEx4wu?fT
zQ@j)<boyyNHn4Jlp}Iaxdi3i{=rtRQX9U>$v_-GuJ+>kx-YE~;>v0nJRxx|N|1Pmk
z{)olYl>_?|aRxw~#WtBu-0Q@%CYMHeF0=Zv?NlG#O)a#VD;YF5A3yC>ZV{lX8MAQR
zA%8<JO}1+Sch}+9%}!gdwb?QS*K!~7AQ~{ph|(oX!ZLMXNx8i_DS%x?I&BhGD{xD)
zK5%A4dzsd*{86v)s~Q%0bH0S2?^2mLP=V=qjqefE9f#_@P3OYOd=khJfKOy}&2f0N
z(tK}ri+VSgH|eeEX5%eQb}$MU@)|!sn%=iPu(BW~YmrgEuW|)8T@4RMxzOQH7!G_*
zJEx>6;`#JvWB^Xs#zW+I4_O=fiWjvGs~X*B(LcnqZ~IV-b;lA;)&IJo-1a|lGx^YV
z#3<#NJMKeV<)}5kcg?inc?#KQapq?y3I|3^6qW}Y)Vgi<VQKj{$4o2F4b@TG`pC|g
zxZY}FA2VEW(8-_tH^JU~)F!Ml@U*=+6hyuYQPnNrb4B<7Ysu{xV(ZO9M&5~lVk0#C
zFui!eW<d((9~p#iOOM@()QrUJTV^Jjck@)$KTrEI3@AL=-3*;MP$zw6^7X^H%whf7
zXJDdnl&n3v-tmuJI#dAlZ`^VQ!Nv~we^fP|ogky<@_miQ{QPfDzF+LRnVi$YL`=Ma
z_OdaE_^#=^%%<YPu+e#?(=>j-RdeaaWyE`|mk%SVCws}g{r33xzwEE=w>xM=pbz+z
zuw*(AyK#=lF*CbO`t2luMgNNl#9U)w9nWrWUd3ZC)_M@_9oV0lV@qb9n2X)TN`XVn
z_5RfOtGR%H54S%L?Ux$Gf3%z2)Rgbe)~mi^5O`LBxU9O^&u5T8K(AK37y44qQ_aMU
zy%&sc^S<xC1FRsAOx#l??fK_RpZeaM3}({Ccj4t7%um0!iJzD7UEgeG_vH8UKUx)M
zPVG2o@xcU~M@5KM`AeKP-Akvn$rjBDT=Y6t{PUIu`^)&Yq<QnL+rjYWwcaRsWrb*)
zWAlZH{hsG^WuRx<!TC93rIFJQhxfh{^YbQpzL&cjQ>1`?6kv2Yx>6EyQ?b9`?tWBJ
zA|+Ysc~rb;prK>nQCPQasj(Oqynh-5I}zrmwld`%Dk<T$oj3dKYNdC3cT(CKV}6HH
zcRcy}_kdHVYc_ZB`<-Ld;!78nf0TY%Nw*8NJs8zhHqRn1ma*}tI;LI?Kemkxx@PmT
zoF*telq2q6`96@GRmxxl)9+qy+Xe-qerX@i6o9-PH7}+#j~B{zE6Zt$OIgYq2Vbf7
z$t(6he>oy+*!$8lr2Oh>W~^7CWo-G(Q{O1^xCu6XSIa{Z%CAG3(j_$kyC=Ar)FE}r
zA>yT>cBKm2#R@yc@bqK}MAb?J$p8MsPKd&D?Lnhtt;Ui9`eG}(@74_8t?5gxGmC=*
z;hPX^JM^X<n8q$FB{Yy55DU_ouLws0xTqi|q;||yPhV#Hz;jx1x%xaPq6-(2f6LN;
zv!H(2oOuS^Kfm3ysX@FlnF}yI6#YQ|q&!gsu)_j<5-`7m?)W_(+OSG~^x;|e#y{sR
zCpo5gQ1x;|+v1c;DtrK!e(vz1VPVa_QM?oBd{6eCFJ3d)M*GI(&I5<#p?}#BK;@P)
zPqZ`Le5Y~vR%7RVeb2PDXV60X@_RzLFZVhn*+$T>n}%12rr8r6&6Jx1sSb|GDfuIx
zp^jBT|K$p%-m<>bA9m!O8uuuQcP}h@8`k=yDuP5@SWdbrEm?w|R+53{2_5yE6JOOo
zP4iMS+eR=OyjQG8^ELEkKPqfy#}S!E28TxAGk4rm>LkqKfA&(@JA2{KS9<D*?IWBr
zr1X=#y=IR+P{8+CUyi;V>i&J@oM(lcXC-z}L7hkYJ4Ft>qENBk+M(ksy&Jpap|xZ8
zfu9T*#V@nuPaq2)s-<&JvGJtX=tSj~;x#}NzPx^dfw|5N0}-U9M_|0)>`)52C4)qD
zn?Y;K$5r|ga)N9Upba(&41S2rGnxIqxc!@64DMeLUDSslP;#IOE((X@3RtoXUP@r(
zpBsu}V03r6kN0Fb)knEi_jtjs3G=38nUM-aV3~WN9^CjBK?7t&C_oxAc%jUbtfsIW
zkz5g-{IVqO#HzTBH>z<c>1hrL8=Q)HgNONTs9&d;XYl+oCGHcVVOg>7wH#r^5{0$g
z>G}M4hyrQu=lL)E^+^gXu5zfUK{=6DG~mSSU+K!+k)}hj2P3gN1G9_iwaoI7P>LtN
zFLU;{TW5cJ*5o<aC@us)&UcifR}i0I4G+$d2Re^d#5KDeIl}5V2^u*;4Sj@ledxwM
zv<V@&dLiNsE-ol93=Tb1Upb7mI6Tiibk9AUCsJUB5(UDcV&`{&;D)NVMTu5k3YA`p
zeLoFHhgifG$&!aJ_KUVZ5DoY?dAF%^N27-+=SLfvp=zb~Z2TvtH`C%rrx&X%8x(Gy
znd&JximJT}l4*LVk{12`wNbt1hps%%+RgE=BK||$$8WBbNV?;Qd-2|6${a9k<3IDf
z0w2(E^7tkP(uE>cb3+3G+eHQ)Em1!v_rK4A0tAb5Ws!yhA_>OqtZ8I{5kUJxHVV?C
zbbK1i_{4H`=Jy}2IOYAm?pfi~k?c0hW6Va(CZCC*&GEc}o3&cH^gB#%b$)**6N#vY
z_7C4H!h4t?FkWd;6-gd834?zFM&Es|UyOI&pJV!Vq>=q{2IBSai<XYnG}TSnM#uG=
zBSW2z%{b)EnTF)ytl7Oh6tP#2ugwZCMqmY|KZ)^N1xX}s#}7C{m+Q#<%#q*EFL$So
z+%o*Tm8WJUJ7*Qe&!yh8AC;{AvL?^M%rjniSAb1bH%(QuU9q1hPLaw<_ukd5JmsqP
zT!#ztJ(-s`#mMu#+C++K<|Stn&B({o-O0+-6r>iDg2G^4tWY>xFY620Drh8IfDqdv
zCd3vun;Qc=L0?}Zf&!O$#3*Dx!hLE4_1`8sNayjEumIXIrc;K(e>s8|mm&qE_}Bor
z-u=U~lqU(1L6z@S2SI0`2ssJl3FP^kKCS-e-(DuF;9#q$F(F=QX|_R4k?{qQ5p`9i
zS%NDtZ3PDr1wKGMsnStfQZfFiAUCWg*CQv__rm!13%Nx@xiKZpDcu+Sx-W)wUrf9-
zoG>*6)-sRh?;y8VggW$r04-b8+sqvdb60#NstC~m14A6UV8M;P%*=441}RYrwkHUK
z&k4gpQ~_@jP|gG;>dWB;8N<zSyE-Agq<HK2`O<d~O|`o|hEIX44HLHPgB^lUg9e>Y
z6y%y3`OBa~-*<tnT$EH)Pv93Ib>h|EC)EZpa+#IAaA-^uMWn%FYGlIK1$kMOv8;X-
zyUh<f27l4G%tKy90b>q@Pij9?hzr`p4P`Z#xNVh;XBG(swr>W5sRQ(jdpaSiw2ZuF
zmUXV*cXl^6?e#vblO~GZv)uc_5sHgw8jSQFib4Y{$kG>z4xd<2_|My4!v|>z>~@qg
zYt+QI()QL3cJCWH$^LhF&q4L@+ng?d0EFC@qk0zX$3gs+!_D0EadF3=YMiY#S$?h%
zlUEVl=&n;gQ0giEa>UhgOK8G%LDls->RP*L<bA}cyoraO{7XMA(^XMC1c#Y`TC+y7
zYb`h0+G1j~yO$A6EPk@)xZc+QWQI1Bv=r+%6zVldR(-5{-Csj{NrN?^&Y^H{H{vyj
zEm{^{VWUVT^nfxnFw&0aV~Z{wvFL`f$Y$8|R_K%!ff*Q^u<I!_ONi;21&#kXX5o6X
z5U1GcN44`oVq`_8Y60-}e@PDHb`j<MFqdIdnfg9I$>O`>72%t11cyUk49<&x?$qWt
z&_W(nPTF$Lcw?1yONG6M-HS*-^W`7|c25I@s~Gbj?&p&SMv-Xwf(pyfdq`M!?x@uO
zunBuQq%hZuVO3M*QPUFokR(?X{_Giy2rXl*RdAa;tNH2T&2xfxv?xCu^l~YDk6mDm
zlWT+L(ay^OLLr;M*q3lvZzwYzOOPR3f;JIBfc_{Fma;8ilGkcgeUTSt=o|n?(z@x$
zN>^1y7`&+RF|UfC7v5+VrRwZa3zmYO;70Myqk5>n4<>PPspFyHLN0jhgHco*21KC2
z?u0K-=_!EbBJEIXHng1m-LtI8s$4-sMN0wR=lfyXVmvN32E9f>&N%3t?fks;{1TNy
z9G{`oAwufV$J<2jJex*UVkDnOTc+~tS5NsYFpxHYLxK9~6yDz^YF82Jr?kam=}Xyx
z`m)Or-(!BhG?B30_3MP>7md+NDcb&}mO!WxV&D=kd7Yuh7@+KyLDFG=J2$_B>0~2P
zK#AlYB{d!BN;ZKUn24A`S4dkF90gGbp|B%dMykpaF{xu#ib3J`a&;>mHUTPSzQw)}
z_M$tG5G#WOvCQEAdl4-8I=|Ah_vg6ea`fUB^YM=Gz0DgK_E+V2OQ66-hxBG3rl*KS
zeok>LU-E{zZ9ThQIsRvfH(xeacISdi&(qNvsXH}gM5*B@et^u;{Y;Q~dE6-CR{-1C
zMB2ug+DQ7IJjo9atIpel#?FBEct=VSGbYvh?7!T4ed4`;vQ$6y^JeBhjNMrPW1?<d
z@L3|_pW0?ySbC7+myV6SJG)BgZhd%Cr!>;arY1o+!8<rX*agW7e?0dM*-vN)khcTO
zKf;@!k)9_IDZpHa*EPfQBQ>xSbPJ8_hzs2A5}uK&0_4r1tXQ-I2A`j>qQ7O43vrXT
zhtK-!(P5=T4^|k{L)(iRlz~%45ebM?St*0#flFSOCL2^ojS_B6SboHh5%EwM2ESPm
zO68EUt-Oi}x<?%z2wkTNI_Oc6T?N=UW+-y`7`DSaTbAD8q9!e2G_7-V5W2@17f|rn
z{AN@h;Dy8koep&9jlV)=n3&1aP^)R)sZ@i#96ox>!i?3onhgu*d-IX1t$+6J(bi=Z
z{|K<t+xx!2$K^2{sO5cbzEkMmi&?>Z&5OAiu3#!DyYVm^o^^6Gk#>(qK~h;n%>3sK
zPxqB>V=~DFoJ4=LECkKO907}6)0=~?^A1Gw`BqG8V8Hb8MMOm-0s*YyY8yL#V3GtO
zPWqUh@yff4Q`HjMz#BArDInmYG5hP?@!A?9!0YTL^QOap8a-Tkk!?1QM$eXKe_g~J
zyZnoX7<F_kVZPNKpGyVNOpaHYd3zkJCVe}7#V{uIoy$iz@Xq@-ER~$rOx!f!kJrXc
zf2mV~jx0JtnOv`x7|-Q<{^m1iWUJoGg=W8#u?;Fu0a%A8+Uw@?+84c7AN0QbFmv0r
zICuv#eO4l=z8uj~`zpOp%-HL<7n-wMAfw_xx81D%ZC>@J;+ut-{_9lrSb@ySww9@r
zUBkUn`)M=N*1J6Pb?s(K#5p<hq>f6vt+ZR-;Xihrhzpas*3<5>XjREa{71YUKuzP1
zb=P+*ecki5-sv`O!eg7?vd71pw3GeopH(_~4%W*{8g<NSHFoSz#9`LL-rfAM9I}*m
z?eWvZm{9p=$x3rvw-kVVx0DDz_bMNZsXR^2K7aqNYj$WtixaI}`{y1<|2`39=+fnt
zdreG(AhFo5^XaAi{PLArg9W|Jf%qXaWvSQ7>?(Tf3T8kjk8VywhPWRqHOH5YUgpBz
zY4BAz>psqj?2F##KKZ3tO_G#yp9|V_to*b$h_E@ibWP8BRJ5Kbs6KHJ_GaZY%(OD?
z-RV9>vcj~1*0Vw~$fSZ)A%}lnGT)1LMxXzX>pYIt?nJDo6>nzLtN{L!*8uNLsqL>W
zK1M!FY6Mp2@d*<%+WMvbvdQ+y9Sp|ZIdEU7nSQ@#D&8Yip~Txvf8-*(NJ`V)1JDk7
z5KJfeXj<gd5@=R%kaj72PV0#u<E}HW-@jv`BC5nOE;f@m<rXGVPiY1vfSwJ8TLZN?
zL}@{Pf;sE(E0cT;kIv+JQb!%H1O<yjIu2eY5Nk_f9AqT4uk=5A8zg(B-EU5(ZlR-X
zqPyS1K--)_-I|%=lcDEjWU;z{yztF|N3=x_28Ad@{t19mSisqg;nXM>vq<*k=r4B-
zpWCN47E|7S-7Gw`=B#+YIo7Yx$&&Sv2wgRr^UJ~>d7I)VdFyA?_KdO3?;$}b4j5O9
zC<wa2{{R&O)Gxy0<#GR+gJhwR&Q=y)HQbRBSXE-A-lyPFO}SF7o)WE|+>&HLJVlPM
zsRv<GTw!8WlWEjbX-ovryeFc0oWM?24MZT0hwLSRlV~3}yTXTdxrddO!68yWqsK#h
zY=Rr)AsA0qmgu^g*$g+Oc;sL)aat!GADWlXq@Z9e2_;I2lvGeQpg}%T`9+XMNaVt(
zhP*~3<M(umbw19c#RKk2mn2$GmvuF=rY2JZ2jpm!Ji#NJ&^qMu$8}%D=blIzYOXFM
zE=W$#n<4+@GD)bu$~zlkjQk6(oXDZNv1sk$e6~VnjJ)@WRPjf?>%@<hDqWy2pTBFT
zahBIUW8Qs8_;kXoj5nUYz}=kjMRBxNOHN+$;p*R;AlQpPFiok4s$36$La7zzdOrOn
ztO|!KL7y)~4#G{LOnp7Hd5;9*9yUCJ@G3YEI!Df@UCgKXHvc=?aOlWvyM1|a@z3CQ
zW6sES=4+)ha$rK%5TD2y$o#0u?)WWqLG4~!I<>2?(6*A?GP#`Wl}Y?@Aq~`&PXrv&
zB%|OXqU<FS?)x{w`)`=f->{}>aO)KK$u#)M6xcDJ2vi+Zd|6v^Szml9T6ro|F25Pp
zs8OCOTVEtA3hdY?rIke6`zHgw>D+DV-SY9@7@4AKpKjT^&!vXRFdefIDHP_rAV0HY
z9KUf-#uHgTSm$t841KFxX4qyv+fDCg?I((U)b*QvWiZI*NLD_a9gN>Ve8v8tyW<&y
zyuR~;9sj*y1XL}<iS7~J+5!eY3#N3BitdRq6nqaWGp$1T2=HU0AZD>_E40EzYN7vn
zKB3)k5M>7KbcXd-D>Y$mv_zvpV9*0PNlkMQi{uOjpBosFkPsq5q2%oq7!l7XZaJc%
z6SsC&G}Uxow7lf(`(tO7m#!jBxyPnos{C7&y#osTzhz}GXwl__WNI%-SdMlZSYzAu
z4sGNNh2MHsQEGpE7VP>86_`7sQ@C1TT0Q)%B|g1keeq^^Uo!kCj9%ITZ>&3g?a6DC
zueIOXcBA&0S3a(*O=;!aJYJ4hd~~(WVZjQ`*8ZInM85Uo+Bocz6^iX99-Q0zs(Msw
zLVBBmS<LThv-5deCGeEL1nKP*mMblR;5^bQ6vw_E5&-gy`2m{{-YX<6-fzMHbLpCq
z|3>ifgr{;)K;UFS;s3<uCLHCXBRsF={D`pdjL}z|@C<bhIS#;;OH&B<VTWS&lCGvW
z9}|JFEndj;<KShO0;RH(8Uy>+XD=VWjrQtxI8G~E4Go-8K@$>NKzJ<l3@o_77KA9s
zZXS(c-h&p#SxiV%%J-(0=BAp$v>%0OS)ZHA>O()q7SzQS6vP&UmM4dPsRQ=oG+6lX
zx*1s~qWIC(JML>cZtw4paFNbjG*Aw_9z~70^!K>c>bjPhWlcR1D2V?`#AH7k^dC5w
z6uFFoY_2le()0&mLYmhNg^5v+(%9!9f*u4f7baxjF|Y>@1BZ&$2jSpVzdM(^hnHL9
zhZ`cp&HMGyI2?K!X0<i`>5KATd08U$)Qmn#BrMc=h<Nmq&2mJuTk_VJhOD><#V4W!
z<sfZ5D=OZ3G6+^N=9f`<$A{yox2j}%yrKs6^A4jV!{?<Aq0=+(jg?1W1w@!-R<1)n
z0hSzI`VxMsLY_twReoI~X=ECr`0*xW)_Tr6r3I{ette)sdJsEA;VYX38}V#4+~-7v
zOya)Elwb59!=Pfb|1<`{@PKLPi}g=a<H)n--nh1)Q+#|x&^JewSO=Ae-^OHFuw6GQ
zhEvLn(<DP21a)EE{h~$Q=dC)Qd`cxYbTv-OyL&Ukh{Z`)9oK&@4#YGkHr`q<UN8c|
zPS-p~E9HfOXa{_}#6ej&9W)qZ1)K~+89>J?7L}~w<f`Ems40ZkG{XV+-me5k!&GL?
zBmnj~igk@X3gb9(i!x=pTk)zJ{;g8PZgG#W3jqR_bV4gIrbg&pm!aezxksZPw4$qh
zKIPhV({v+xx49MEfO~k&?_RK+v|X(qH4tlrUcdN9kyNd7p9mOR#4s|WFyOO@gy~zN
z5enPf$UvfLU6MEH2<~tPO(M<Ih*SK*7>$$*olhq^pUyO_I5zSJROa+F=JaI4XQT%P
zy#`-+52&;}k7`wkei9S&G&(BCZ+S*qzuf43wa4ctQEmF~YJ9-Y+x4sc_G${rFhNPt
zLV@Ow1++s$lWm07@yl4O9}3R&oYA`~2=6$D@1N1vIQymv;jiO|7d-QS>K>5BCK}cW
zp`;?lz@>2+AkWp9#)0q%AcyT}eYRFpz6$IA@g$RWEP^nsYv}C*dp!f9%32D5??&zR
zDe=SSq+|FP(94O^(Yesk3da0pRSYD5e1;DOo*mDpv}A|Wb-Tk1Wjc?5H=(TF%1DNe
z->Bj34yC?~tw0{8XC6%==T=|?#S*SO|1<qEtzq{OWk9vn{$Is6-}vdI-Y#zQxGCWV
zq&-_39{i*95}+Iq19`|RmmXZiM@Fd+BdPLA8dny;zd7y{Ulecx%80C!BD+Aypf8LZ
zf>u@LX5<u1bNMWHNPGlF8MvYIVsYMp9xg89Vt=t}w^4~)pF)0Affi5iy;0-vs*H=D
zc9s68(vO$tSwwvE*6rJ$f<QB3f2S{#8`tztucWKHFjOs0|0RDQaPGUG2)}^4Tr={x
zQ8LWWu|es!*uNOuFAx8M^R_rF__?F0&X&MqY0{}2ZVi`G$Q!fFZ0{xdwbTIluZ*v%
zK_KrcCcYVRqAW(R{hF`SsqaPcc=SxE`KsJ?+4e%jA(bO7mbupXVR@hi(#E6-hVAqS
zkQr_9B!%=m$$2pLy}UL<!Pfn2!}Pg(!19Z(9De9umWW9!+09iEGS{;E;U^R~#tjnu
z&`?hES89OSE|cv>MEJr{52K1E{PrkC<l>|z$Xwi-@?pq6Z?y-yAW#NF3Sqd28;<?j
z=6|TNpXq#Lj}rd6<u9-$J>ORp;8%pjk7|@5>BnA0EOxA!eQ5PMvPA4yeIrm_kEaYw
zh4Bm_P{JtuiO#{&oF<dkOu=udg+DZPItO$kh|X4E&eL+W!pji?ors_?88(7t!aR$f
zt78CwxGEokholqD0$7by9ZZTNux~Go#B3@CK7sA>N_qcs`l;(s8K05Jy}vBH`uZ^L
z`(pN_b3x9Am-q1Tko`{&5ti~YDPxbffyaGqinJFr*-J*QJ2HJbGZajSU#=J2R}rm~
zTTdA~5!zC+Cw-&gw2h2rOYg1^P5)d1>X(P<&3VAy63f!nDf$3m*4S~|zIX6y!70%H
z<YIaY_;r3UeRPN3gHR*AZX2^rZ;$`PAOigEZsNxSuq!)9h-Y^PH_9FD-l*Zd!)!AT
z%o*ko^2*5{yWXFvT<*kD_oI0UW1_cKdeM^VS(3f<<D~9<b#2ovo^f2dgo}nevKRnX
zujs559%b-%ylX#^Kb?f-ek)yKuK)xcgE#lDB5ufa$bi6rZ*KmkG1u?e!@1f^`*Eo<
z$;;xq`89$Z>f~>5nLdN?Kp+yqJP=JPz`);T`{N{UWj7|gWb3v6`RR4W*17vQBZH}k
zScgN)Ma}mOMXlk}{uCQ>zWBY&7JIuR)8=`PJBOaZd>u1bQ(fRR`pbsRP|Wz}RAX*|
zW_{fcxdqE|7KhD0%Kps0v#I$5$mav&O@^PeYV)gH%)Iv!O{Renr?&CT*kCMizjr89
zuoLnf*U{zcztta1xQGIf&!!SMmGk}5mvp~k_>I27@4@H^H_4&+4VxqNNFL&g;bZ6L
z9#xBuj!c$0dquTTDn>nKHd;AftrOaH6Icr9%Zljpis(x!>D%4i3XmSfix05sL#7XF
z4x=Y3P6mEadnQtZ7{BdX*x;0+F8GlQOgC2k+Up7ZF|;+9$@};s$#~*Cgie|yliJb0
zG(XOj(dC!Zm6j?93-~MptIwQd(4Fin9s{$)71(34&pg;1ygTGmL@}*%4`j-YQ*8Hb
z0|QY<@rPgYJH_?GE~kzt2ne~X;@enz=xB4hz;EQ)OefdMs@E;I?=HN#3A=ZlK?P##
z+_evunPDLh-;b1o2SH`vOz~lo%rVa4L>TC*m&CwIP{)F)^F32t$$1K4S#2ciwWbvB
zBcX|ioO^I88A-v1gcmq3km}Mnz5{NL2WA^MegDyrxiL3xK4G-v;3iVjTCtDye$=IU
zH5=qSLvP;r=vRQaAIr?#ee>}Ih`x1Hk#}M%k1S6X87UL_iL9hE={kNG?1USWU|*j3
zGg4i)lREELfNE5}Mp!9Nu;9gVp%)x#Y(U4=z3?hHIPyZ8am|;Ne_7M=*G7SP3T21@
z7syndsN`jk9^c{&TS)|^JOl8PB<Br>daI-cjmnV(3z~ym;&&ZguBD1O)=Y_U2rTzy
z6bA@PjDuy8HA(V#FHOB2eZ5U3=UE?~ws>rM9t|DMrB53WGqJUP`Oi?E_*_4-hF6B-
zFFPCKM^KFzAj3FE9+EV@f|5qYnGz{HtRhr82!cgxN)lre7ELl_F|Z+Fn6?$G<QndT
z$U_T#Tx<67HjZ;gmy?CO0^dH7EWB_CNCT%hVG36!kGH-}<lOWfN&bbaIpm$m=bbMy
z@P~h%KGej0GXLm^%bDV;<Z=BQWy7twv#~EbCX&J}9#$SYY~rA8@G|+=p?&`G?FX|=
zGv=?Mq4RLKf{UH!^Ev+n$Xohf?8VR4gaFrFX0SOcbnp`J@o)p9U{oh-3n``kQ2Y@A
zX(DWzc%#n)*tBl-Ee^*vXHvOwacz2BTo@Vr^F0N=TFj3j8jZjZWAu)qQM1RXFmwU%
zfuPh0kdf#4G|<J+Kmb#hXyaC(rxmIv-=ycCrY8Vm`&G@~iTq~XiPv4SIG#5)O@@)@
zTY-_;6Je|Bhe#h6pNQe$X&l&SZrFHCE@7fO`V<kvr|l^=w`B>zE)(MyY4Hcsi()s%
zqmTB<NqIl~As1zHpPc_o{jrc!M~o<j*R0lIEN?c+M(x^lzStr-c%YDt2KrYFDNWWB
zM+|8zAdqd{-A*_F3f?*ZiPNv=iXIe9i<Q}@H9rf*`bYpJ%~t@MQV>@Ri!&eG36Y_t
zyR)dn!Fq+7snLo1&Lu0lSqq^;P#O0bbp^~CEq6)^NiA@Ne6N$gul<a>(RA*0=D@A}
zpTs7P={yO93o*^R$HqUr{GL{|Cr}oxcH~3iNsbqBXtoKHa2GkmD{a5Hr-0Pm@X|ge
zNGsHft$Fp{CCFg$MjP#v9kk%r^-gEoWE%-;y3QCJ00tIW>i>`42on}fTO8HuoUs$S
zFB>dZD}ONaf_YbHt=?{p%OIXk%Qd|k7}vZzD`&8^Pd~nGKrcMnJ<mUr7Qbeh2~fSO
zTI*bS<<$uxGg0!B^u;E(HAK6WoNd5-mLmcH#}*3Mrd*RnQ78y(5sHy^3Cu=#Z(|e5
z5rWhp0Z{N@Uk(PpJ_yJ#L0^qW+_BH{L+5kp${sg@L2p1^43B5<Z3b3h3bo*75jhT0
zHYF%E5;_w^^pV=}4hg~Zgaf1jc122MjXR4ng&`|oE})1vd_>cr!6BnI0}K_6#&5+W
z21zBksqVToRsU*x=Cd9LLjMTS{1LgYB~Gi=08MIyCe>3XRa2%mq$Jd&B*QTw1)*Q4
zuLy|=>7(91rhLhJCmTK3fznMmR(!?3Xk~+e0h^<B(($L{fHfD8w}ZgFTqlr^2l%OI
z{2l~K0j_@s$sPhk1K`59?Wmt8PeH`@DY!b44N5wx%dc%xjY9<bi6<AZ!qg0|-Pk0R
z1tHTURjtR=(r1MW!>pmBY@aAHcvM#i!T%khG;zJRi^h}Qr+-n8rQHK&KwE?)h@4BB
zqpCeVgO6jzJsYaAdi=sBZFskHQ;fR*qRZZnz>EvUeFma^2UV}QRX`6_!!+)IA;tC)
zM^3xa35n=qbrH9bF2w6oLZgt!zWLGbRoZ3t!_X{xG5&`sH&SH~V47+F*M7mi2?-4(
za^=L}kHESu?w0+9hPGVmmL}7J?D{dR6e8~WZ(b<KGpxWE05uqZQp>uMhQS<h0=PL_
zOg{Ova%_0GOqA#K8igGLZ9Fu+i@cG|=`eiIs`cST=9AyzNEs{ThPOih#W@Y5(D<YQ
zIM`o9U_?-`Eh|R8w|*YA`2*Ge<8?7BR{_6dlbCSvL#gE#(MyF^*{4yaTdPuIy{*}C
zZU}k+*g1!`Enx3K?4LHy?Y!4LbTnSIeBGpu7=J1L&(1Bp**YUiDLT>c6Y@nj&4z?j
zA00E=me204>iGjr`3EoL#axqkpZESsi3b7YqoG-(z_$+aGz9rjG!RIEK}m_2>11VI
zP_+C-%PL2K5e~X!lbU3|IW{54UDrE7Ywg5~FnM;lhxa*u+^2i)^GHTh;bbBqHLI@Z
zV{(MZG9fW7u@F}$gi(<x0mk}c(YnWQ@7zA}peN(=z>m(^;2BaN+t)5=^+_Owcgo~P
zWCntFCiIj%fW3C>S10L=H1tX~pr1_1;Xm0O6o7N^OZAV{w^vCSVmfw1)PsXb91qkB
z)_XugB>#CSdO7rggks2XU|OD_f5ybfPD!oJ`wWD#?{B=&X1a1i#}-G?H+Rc$o<k1y
zjfVnjFVTcfmUo?<kfA$<1kKI|Z|n4~Lc(5ap)^uXHO+b9y(;U3#sUh{|GG~s7Z}_C
zShcZ5o!{(Kp{mPD6*|H@G%$^yL+mYpjuu@js$dd-J3GS@^HYr#)l)oJtE~R@e4~J#
zolBijC=m&JfQrQe$r-a)`llX$6NK0a<0&zg1)cD21WJP(#z91W6KuOp8!QhOgghIJ
z=n9t4Wo2)=BGkQ7gkS_i-{K;LupXy`Wyb>RuqJiJU;VSnLF5uosQtU}U;YL2oqeHT
zPgfxRItDq)qK&acMYY>w_M##^k0Eubp*z2~C+qGIcPm=gE-DCG@7~+X9WCD}>2gGz
zeZ}}Jsn}~hW-6B7ttmr0c1P|luJ32ep0&SnV$TdTXNPVtu~LKdY!#25x>wrqyt+ev
zX8XO@ZB_KnZ*!sGrn{bP%4rDw<eDk4fvZRIsnruz^IJ7@M!-`~KkhGEt@k2;_a63F
zt>47f4Hkm!Jc|!Z$?V5D_xUPt548zX;bgGvkm{Oyc;X86)cG<AmuY{ysCUhMhZKY0
zS;G&IuzrN|CxP&8+0^JDsDB3i>_If|36eBx8A_e4zwE$q!+8eTge`-+Fg$*msV=ZP
zTw0<wdRH^!HaVMX6U)H9(FFHcx5_=YWcoYg{#=g5FTuQ(9-@m*3IOCu4SI7Iv_iOL
z_T%Q7VYz$fUw~+*Rrc9hKzJsa&~ecwd!Oo()@F?B6lj6zL@blPUJp85h6MrK6hd5n
zEa8V5^Q9<s&$6tUj5$!Z$;yMz5dPDJ^4=ww_@08=a%8SNVEu$kyd9aDO)BC|m$F&-
z^tNVCm!A8D7lVCoD?KfN(ZO?+L<X~K`?Gc*Go=IM{&f%7J%ZF8a$g6=-BMGzz4}!y
z4bbd?$7_VAHf-Ua^U3Qyw3Cy`6aUIhKfSe$2)@ZziGD7v$CC@2M~9+;OD^Q7p78~h
z_NKebB5|yr%hveO+|u2z=je!^PJzC67njpcf!Mq8r2x!U<q~!+_2}+Gcm)P@`k<W<
z&u$NHes%<0qEe?X1AS)C*J3VUUl+VjuQvB0rp*>QE^115-rDq(#$Bf#)Q=x&OSQS6
zUG~D1)ooyZvwidfcQqEibDi6mihK=R@Y}hu*9&kczoxhQe!XEhIX<cvXj|d4pnd-1
z`>xBI$&haugzA%!*D_2>YoC>gj%?dc>d?Ej_IlZk#{R!u!9I(AXoEj}MLB>A_U~73
zZTYjN&5@)zxA9&6XQdryKkiOWTON(?R!EnJm1Iu=N4Ydmcj@X!E*ikU*_=;*oigz?
z{)ee*$X&CWEGMO{`0~WScYok>&kg_ng6s(W3({Aq)LA@Z2%}`r3c*W1*)jBwGPh>>
zt<%T+G*+f^CyMVJ)!)kAe*N?<<g<E&hjBPsUUqKr?{+sgRwQs5<n+^4yjB0z&jOtI
z5meA>@3z$J_XrZVxD=YN#k^7)8XhG-)}5^l4ZKvowYt?v0YWv|IsUoW&3giL4t;Uy
z{j!cHA7Wn4=zjUdH^+Ky7z8XaSuOWAZRJhK<UfeuiRhqGKx>r5%U!A(1V=BfxaD2j
zAD+ygXz8Hzw8&oTkxaZMSttO6ZxzYdNsW(xG!z_pLkUDAfTN-k9{VuKuUdzbd4)Fo
zp@CA#>|YG)ICVAcZWxV%Vv0ha?k?w4FD7?Bt{d{NF7h-a>4F6y{RF_@E<-`lGdsm?
zf1Z05ou+&lBWTT8#Pmp0A}t6=Bk`p-$?#lemMEz~8ad~QGK|}M@PCyd2OY%j5)3T|
zwrT80m|P<>v4=!tGKrOrR~H(0Cd9k>QTGG*sjGO5t7nWWWZgi&J1O_?zdY(r{KO~R
zVU}LfO_?-J4EXK?F7p{XIjN4N@>WGj7DbsGIq`{Tex)=5HzB-59Ou0G=@KA!F|lMF
z(ZR=_Lt)MV*uzuOj~vprnnb5f5kGYWXp2Lb=jP8&_s@wjooR^Wd_DzUI9=C0wk6%{
zP|KP3Jd4))n-0OtA5Ffd^n$zNn`D@XU9TU^plu_Es|Ce-EwZA|p4KjG8J8`gB?6TS
znAUuS`j1|e1-cu{@Tnr}U6Ag_vN){EL;#e44I2787*5tCWA$?(j~|)?Kcp_0=Lyw}
zik>*6DO}<sz)S4AdRDbU2!}4iT#qy;{tHT?5AJ(^kvwVjxc}jZe}C@tQZsvF{^O!H
zCISirZQ#LnPj;RoQXNEbMJR@c#B&MV2Gj(aPZE*jio|Ppi3Iz=CGu(X1QF(S*4Qd+
z2vA*nm}lcXHl^p&2{ZC)naaQe<Z!5<chEolYTNB#Q3bF}*vGh&4}i_=fW_!wqmyN#
z)x#>tZo4>i;!vkR&hwGxVTx9w>u%eNPRKjvP``og`OmZUlC{2`9+wsShs*{GDu-~!
z@hYY)*5SXa0pRm*IA9F|WH1~KS|+3h`i9J}B7i|E{nuLbh%yKXl#81YDZD9I<l=`8
z0v<=T-Mn3Xwa`OhOC<Ez1Pt7Oo}R4Dovt2k^ev9Y7GmVdt|Btip`wAn#rOC7cN*`%
zCr)dzI~8=}1*0I1QEZMy;Y%+8h06qP3nh4i`<qgo51#j|LeX2}uB(-`yGVLIB37np
z65RTi;K}r38Yoa%dZ+8Y48x4r`>WggfBfGNl+g*%UNkE8C$qzREWHJo-_Xe6I~rOH
z?^qAGdug+*V}S?Jy4K#H9CRx|pE|p}m0{P%XnSq<U7u&*U38Rc8HH(^^DJhkwkYmP
zB+<u2dGJ*tP1h<+U)sTI%5sujMJG6!zVZpR?G+da1CTB78WJ{Hx?+VYmg(n(LHf^s
ziI4}yb+X_f{07DI0BC^+mBXFIKtf_qL_7s`nuIlVx4`CD8p&zI<S-4=5BjgldhL2L
z2R_Ab_L2HyvvASNOo_u%0p*YT<A~Q=gm(hrpO`K7u-sTd9BHK8oaD8$!KBoM?=?)&
z<tRY^kYo+#)j;+w#hDv#mFKW#M>qpZ9nPQldEdbF{D>7_i||)zLAB1-f!>~WZa$4S
z2Xd904=M(IJYo+?<3pa8UYx1H?_)i)o;};#kS3fNUU8JVGTwN#^ze{x-)wVkbKH;5
znGgNuUN>OBau3L1`I<d|@CyZC48g!j(8PUSEKVew5Op^qe<ZZphfyd)#oSTQVHjhA
zWKdBxd~k&{BC_ycuge6|2<Yg>8YN;#iW(FmB`5)+KZ)6NR+SM^mJ!i=EfQhGu29Rm
z3v7?sOk^Zt1M#mStgaAbW~n&G<?&lf32=Cppq$9@aP0H^zNDWj1!|P9(l}Xa^`F_*
zd!<F%1{FtErd1V%R%QMrurXM9AI;Wam#3S-IQl`1;XTDaOZYc?j&E<-zBxYl=FqOO
z=$Bs>mR48Tl>9lgpguITKC~&eps75$=}TQx+ee8F7)REMiU8zJc24VgzmdU|9{9HT
z1h?em&W^;qyvzFLU5S@Hx9|5PA~JDGWY-FegL#9aVeq-cfaSY+G~fhFG)0od#M+N4
z<cfZS4r46pzYo|^H2?&QT=)Q;M&t$<Nlhk9>01q?$m(R+1V=chjbt==(^bnuMmVN3
zF0K$|B2W_xI36-k|0N$hW#>IGYiYuvnbZ7JhPC=`=XvU-H1Em`3mPnQcTd0%0mAU(
zS1!lKVTx|+v|}k|G78*8(J}*?AUUN-R=_bglAI}}Y7v*PIzKyfx>-DuUHUZe>r<ml
znvrSaCiBz0u(=r89bVH=X=4DGVB7aN4REe!3I$ft7H&d5u>q-07Um7jfM`wGhZ8Fd
zDDH&#1zuQXc~Fbdkgg~^KmCCrQO7{z-$ylzhL$$^o94zlwk?06IL!9lYv<zEN&hSU
z@rY<+j=Or=4Y-OrPOD{7sbn3w<mbmjy}!nw9&AE>2c$L<8po2C#gSG#C;F~RX0H-w
zs}|*;5@R<ovzTx{W<4hSNAEXGfqfWHdEfW<oIB#Gf1EzQo#$8OvgD3jT{j91R%s$8
z$peJt`ErbY-VeI)V4$AbNSC8VkQ)tL^m{SL-{)#^SYWdhX>YJHI%}amn;SdJN<Pba
zZoukJ-zB<()Zw{HP4W|X;FBGH`IK?X<-yeLhmSXd2Ngf_jN_Cfn28rWxMu=jCjvi4
ziLuKL`b6yuy5hrjZY}B7B~eN>iH3PdI}FW+zEt1A)02UY$iK;83^bRYIhUUb+5KRa
zh!3suzE8!Z&{k^W;QFDEk@lNLz!^p!c3`BPf3A~vmYo0LGn+ddkMiy+yHbhLZV4P6
z{1gEoZC<PQnWvybn1B%`pJSt(d#4bN`wiT|%P!#kT)>;>0SfRqA8JxMep=<HWc&hU
ztk#$@wF==grWV7&F?WFJrd1fm)%JODQiQ=$7<nT&@nrFe(E!g4eJZ*+rlq((v_Jcz
zHk8_CR5R@fDU#Mz0T}8BBGPLVgsr}fCwvt%v6~a&5ri<QXFho19^IQfxSI4JN<E8P
z%p!Q^ikR_dJZ;D_;C=YWa%WL9FA^S@mMf;L;&x{oYUW_l-s^Qv0uT+#fN3hKr&4po
zfJPkp&QsCg)mwlK?^_B#1z!9RZl?CHG76$x92z;3L1jf2K1P-k&5FmXV^u*3P!}jw
z!+is%`haru+~k8&z3zR>;hMr0)f8Jk!-8s{+jky)BIm|oLlpHgy*gl`PG_x%7bfmK
zI5SA9{3=7-ZX!z~$vQSm;!SVp_h70Aq#v`n1p}U8_141U8HN4kw=Lc%lQRpu4%l{e
znYk_#hWpXog~3G}1XYurmp#0^l+y=0pym=0ETG_T<`}MJLSO^)KCM%q->-s|)VGuW
z^0(xZ(10qCINt9yY$uhW*VYfL&>eEdn2Zqh(uc-Nq*?gL|MDjKga1Uc*T{s^Dz@U?
z_1WvoL$6yVDbY3`*BgG+8y0(Ccb<UVk9C2u(*ifscWT+Sv>*ShEN&_6{=tqdTu$2z
z1up%RwxI<m1WIsy41Q(okrsk^`IA+EL>z06*|}u<7A>f|tDQK(2zNLIsrcZm`Yl{?
zV(UV#|8?y>U93Rma8(3l?)irr5}FGXFp|kEM~u6|yaI(4JNl_SuE3gtDtF);cfLac
zTtkbk`mnkeV-C;Wx#e55<KIhX=CHwY34p8f^MZm$5rXNoKs%;yZ-lhErQ<6bi`Rf}
zT85Mt7!ieJHAr4aSFLiTxx2LA>XGR4uI-W9FD>R>+;E^)O)RfcUNtNJ*>lXXNBaLh
zZ)UF+5Sdc{?8ZpH9DlcVl=Z=L#(wAK^0G4aXaDj8ge`Z7Ob*!{lHDi4fQQcbb+5Cu
z7+f~MMOT#~Ug?R)9)D$$H&Ogfb7k=5XKabl8DW+%b~Poid!P4f#FJ8ltI8E&doE0X
zARuQ`Fc`=Zbv_E;z~WF6Pd}i=3R)H{4^ZH-gV12`mAMEqn;^E0!;cBD{HgTfP<M%c
z*haC+hx;G*z0Sao1If;8#WF}cWaV_$Rrd3x3HhJrg{|687e9|S+$#x}%-m3JIe2k`
zekzW!0-gY0zNcQkHCfDbf9G`3CpAm!v6Z#-**8FMvDw6X3n{bzsNJvX$L^kq`_Bu}
zZ0UKAm6?OmqJQ?|o`C7?ui@>!wbXLN^kqfcjx9R3_PpqDuj85R&DwE!;Iod?t<sA|
zr<TP#FYLiMWa;ku?BGaX>F#**U@5@w=I6Lm;LY*4*&=4G2#6pZ_raDBH@BlnOQs0S
z`NnN_w&&g1*<yVBkso%s-*ch7QZmDA!QRWI=wjmwL*Bp1@qhe?W{*3Kwe%ZzuGZ3c
zMDdg3s?EQDu4@G{1p=mh&LbK!vYjSxU26}w80!)BlR;r#Zsofh^(8i_@3s{IAIb@Q
zCNxi})0wC3&FUuGS~RfN*0-5P<V#DAS9iL%nVI#Km3kdNJT?s06bs%xD|>QUb$u36
zq6Mk=3X~v_tYVVp{%b6f{@!+0usN}|I~-q9`K+S(y6M|BF?ZzkHJAH&{N65Xatcvg
zu~$*j?z?08Z}v|tSDbF38|tJ>YRgkEi(f!mBP%dZ@X{;bA_}vwg`TxJsU5#>l`SyR
z3{dQ<B`#gxEq*@1lztAIY<;nN@p=025yB|LjpI@EV}4%A0pZ03*8V=RiQiAh-Wd7h
zc&=RhTG)wFj&XgJLYw`aSF#a*SU}3axJsNydV2cNR6pCqUqP?Zmq8UN0+s@Ge{XRS
z4!?;-f02q$#0$<*TIVpzK_f?V;Bx2nY-AtuV$btGo&lGW2xN>5cfYl$2<>tq@dRq%
z6W(Gb{K=0J*S}yqC1?%zP3a(^9d~DdaMm@#VW|uU#1^gz#bKob0rzAh9Zho71By>p
zlfoY-Yt{bNsz<qw{5>5JJ>e6-Z}?90{ll7Yk(l?Qst0vL%yo|%cL1dboJ6>K8kD=p
zj{}K&`uU%jo`lTP&v8DISq=Nnk7srqnyC1p6-uopv6oGm`{#lSTkjgihaEZ^(E+f5
z)gS>Y@6PzdN!-BF5Zoz3{Pz&>Ec3kv1XIm{N-_HfZmWN|y_#454o<2o&gytQ#Rc3I
zcSGMrl^O`~q|vsf)3)Nf3krnug+zGgM$l7K5qkdd6Hj_Zo6p1*GV<PN;^18KeO*#n
z9UZ5U(@QWBfHeZM6X~(5jTHatsT=rHMt22zO#&N!Y&Jk5NB<_et;#vcPdwk4wuh;x
zeD>aTdP566%AkH~u;%w@!{l)FpYi%7ybTwtMotJD9Q2vlRVb1qF?hww_|T3-GG@Va
z%GclF@@5uBHsc}Dd8`6Ik(QBd0=#<M0$#FNaTmy!ir(4LsAr5j{z7w?yB=6OC80Y}
zAzabwPS)Vv)fI4;Pf}^REd24Ce>H1P>m2hV>OVfGet3jPFNSY;$nG9=*GYnq16Hii
z!Y2p38x5(Hpu9HT%6z7wqhk2(oQ89t-b%=VVlSShGJ=%oHMzqnA^!<-1tcN=Dfo9R
zZ&c04v5B)WN^Wu_Er62Zzru|p0f-Ba>9G+JlCCUAW4=GQuw50#zlgqUsLZRZg~M7N
z2_NZA1bsXqvjl1MQ@9FEv_29ZX#7lX@|ph2{T=4}?}FG4KNr<#<Fc`pGur~GrZ4Fx
ztu=t9k!$Pj>-<ftTZ`w$hoh0h#dNohcn_<krNrAHZc<XNW2RoBU^eJqQsB(J<-J?6
z@Fq|gARPLS5JrZT(GvXBij)yFp!-OxU_qHD#6ry}M6KXyfk!;Rt+G85Pl)FtAOM6o
zo2wgZ>F-#tm8?G)DQO!${e50HF!eWbDjBu+oq_|*E_I^ov;IDh=rz<CDFY?Y6r5Yd
zGkkMv*l=SUb3uT1<{JVc)Qh8ui|Q28u`AN#7N+F6Ea$9_=Ux09;1FgcK=d}*vUv_A
zGOIO&B{4YVGYH6snn8gSrX8$@0YRl;u6>iKhc@cOTm6*1p$GsPa2sgx4#o&(vhP(P
zHsAXXOghl=<EnlUNgB0iv3vROgg}$>#a>un3a^onmhD9oaS})=j<Fwc5@Qh@5>7(K
z(2oH6YI1ebZNv;Yt>}DZ%4OiF-j^%|gW2bT0bMJ2!Bq|nN@ZCp&IGxsxCk;%$iI*X
zs>-6=D;k&k!R%<I*LS#QYt8{`!nP>EoR1;PD=6@OrqT&HOjyo&bw)_|!K*BB`~I4+
z)9DKR2Q7~E1;tgN1J|*8(`9D$e&{^(mECm#apWM~pg0-!+&O?wDKw1i!60o2P_#<$
zK^BO!%zQF6b;HtPV77`Mr~166xe0xqSyLRXqtR4$iFIN>aW|JPi!sEItiV~`?DW8^
zeIgKHfDG~p(QOH;O*UEjK=oGo!W_ax6AZ+N$3dG`<|V55U!ELc-(B-X+uZK`Q3|-$
zt&Zn9I@p@q^sEg2IW8N&^|~e$DPl!OsCnIqSIg}hB{a>z{22FJ*}Ue2&!1^5@|4Pr
zmJUl8P)*rDaIXV;L>tjXFE0^6i5o`*mUSU|N?=A&EkPLWu`N#hX!Gci7)5n;WPEV~
zCuL|Cg?^-Gq`GqC<}t;F8!?QB0swj}={4uDH-WE^>|O0}kQ(bUULq?zYfK<(sF5|y
z$$tWM9tB+r2L-Gs;3oD`<UKcw=8UI&MbDo8ScA>to5H?a)V9v*3ZnwPq5?)N+AAie
zNtL8^AX0)Sa;7xW&^|K5Y0<W<(PfWDND9AtwBM59o8?36<Um2%BtSc>gC<o`)7E~1
z)}}yf6RB%IQ`V-^xFt|{CU0!QtlD@S4=VGZIVIbb;dYTV*a!C!>N-d24^0_fu-K6t
zmYh^XcE0}PqMPihneZVw6@(4KkowL7Z9bybd8O*C6iTIP3cBe;@{eMlP#V1bn8<`1
zI@8pzO-9uFRI6cxV@h`O6BJ<bp=E%}YM{P7TYJC0L;df5op6O5cw|F##SB}Gv6)x%
zV)$DC4zW{)k5?Va28}_=6jvG-H2CH2)_@<XZaor6FRJsZSj}sWCf(we$$@W<r(|<+
zAoNrm$9VH*q015JCxFgTD50m~z34EB{yzZJK`Xv<)E3OuSU7JJ(R{5%^EWSApuKpZ
z&XPrXOBd-cTa2D!!<D_0FSy|cISFsXA}GrQsK|t>$wh9GkJ+pkudSG<tDK^*nr5Jp
zX{?oFrk!s=;Rjp8a(m;-Z4CTix!28lKgb6-KX}<6_SyEeFPtBozYTCb7U*^&*!^UP
z$LTQ7vk~6sBYiJM`vZQs5*t(%7hD}5TALVFmlWQR64{s<)tJ7$F*CL?JH9bDu`xfn
zsUYQAQEF>(T3c!Qjk1heWtq3jp^Q5W2vM4Pt0d(XC<tN%kw8=se~VBMakuhfZ|26_
z$l2bO4aflq1fd}4Fp^|mfP5fhSVAHOaxt!DhBaq~HD!i2WQNpdgw&-6*QNzkrvzS2
zLKL9yg?R6Cah_*mJWg+SKNanEJj&(UaOba4LkxB}5NNl@*J=k636X5*1V_FtIX1eP
zmYY*eHzgaX1Ad6xq8!7(51Zv8G-bj!$%Ly*he2vo8ZzOUauJ&qBDIyGbd;m@RATf&
zK2YhaZP!=Dm?&Lkzz-4Hj8KL!QWe99&B`DjDEy!lvPm&mLm@~Fq>!wivJ9dw;PwFK
z0f8nSvSRKs+!A+_7I%{pbCnbW`M_jeFz|yN7yMwhn!pdR3IQ;Kz!Zb!OSeKy@&(C*
zSg5sN0f8UjH!^1~fgglsE6x%k@WaemfFEQb3OvY61M@ILdg^qkso)%lB&JR6Bk`$I
z#3xS{qx{3h2@{FN!vX^E1F|qCN=%w0HF=Wsl*zJFr^rvAsyK7HiqK5;xwEwv&clgq
zfKz(yN{bC^tT(Q=mk@E37ITr6a8r=-z*`&2a^5O(c!|T8#9k-^ehAQ14b)N%)Kmov
zfib?S3SLUG9tzTKvXaiyVvdrc4&oxVqU)_TtTkUp_y>cP%k`Hp(^<MibMYdz1q+ns
z&6gFLBQax^@RaFmCr(}Q72t<S3&%{HH)_J1FDD3%oG@d=_-TUUrwDvCiT|q!{Nujj
z1N<;{)UdH5hm9FAbhO}*QT&5P@_jLa<@vz2eIVu!gGUhc1Y5ihdl*9D2Ml|Y0K<p$
z0R#RYdv5_A#kIKqLm-B?w1wdA1Si=IaZffIclU(2ySux)k_0R65*&gAP4Fa0DO%cI
z?QQ#i&&=*-V?bNz_kZuN&+|U>oSB`SIWs%6yXTzGyzieni^^~^CO#JMFmO8rNa%l1
zgkc~y4#de}5K*u4GY|ab_wWzc;JXnBYNziUJ^y3F2ZIep;Q3IBWWWfc5So31^{DfP
zNP1tTkqH`spx^l6?;UIxy<7g>uaYWJAjkV^HDEl5`>;7@z_;J*U?=U5eMZ0U&;0Lw
z7iWAKqY`vi!=F3-C}(eonv+X~9$4p}QrGbBKG@%V`SIS^yKCy$$pfu@#o-_LDo<Up
z7}x7Z<5PG5eQ2B;bMViOx9g8v=sl33&i`<NK+qzGKp_zP<OA<jPJwe2)XmO4uHFH%
zetk03bxV$j42aYG1L-2;iaK4qJ(3j$TnyCi`W?l`Jw^Om>$jtiG|L@Kr2CzS&B7m0
zpYdP*&J(K4=_(;DWloE@_iR(Aox?x$=@TFyU%wBIo~6Hbs4|}1CmITYpkC!{guIJ<
z+#LRaa%?~+0HF&w2n4|%Xc3QG+FXL}Nub;QWN@5n>2nB*K3xqI|3H|EK{_AEU^)+(
z;4ciea^EeG&C-<|FeN=01b*N=_%@)x{d~!R|Mt5ZHyz;t`l{c(FmTJ{dr5@e9e(`>
zXuxmr5O)^;#m`^n+|h$x71Y9!BZPjd=*xrbg&Z&XdFYD-Q~nc3$~0<1cd+wQ5QJ|T
z8h#-CT|?hlc<J38V()u(z$xYbCj69T>Q9m22n0L4PwzW~4?F|>AIIR=^HA40mczJ%
z@DIOBwBrgKurUZi#z82N?+se`(!fZHkf^Bes8J%LM+uKY8B1_`Qv3tge_LRr;7CCs
zXapWa6&N{u7>9ol7zRVV@uEUsjvGB|@|Vlz&6ZrbTxo-(o~qnNOTB~u=knB$=KQE#
zl_>}6vyZhDp4?V?Vrxn3mXhNwU>=H(HWeS)RB{*yL{sUpmWtLbRj0qMKfkBx@_}vF
zkL~I_wg29^!w)YWe|+`yx3@05BF+yWA8!1u=hojJcl`5d=f9ub`RVz+UtT`=^-b5W
zZ+m|I;qkA3dq%=9{`uzDe|`V!KYsZ2?{9zk@%7K&zx?UDZ~y)3=|5jQ`unr4zdgPG
z!=u}8yKcRCa2?xx(b@Lx&2!JLoqpPW;^~#vZ`xa*T{-^E<)cq89(mGs_{oJs5S$;7
zeDVBp>&vUB-rP9z7T7~a+YcQVzQ1+;?agy<uAhB*?acFQXP&{Q0@%a#3(u}!`1WSo
zi(408bzFMgdHK8BlsYfH>1ca(<NS+jXW;+v6vuV`2*`)-GY7j*ALu%Dp!*aMh(nLg
z9(jEB=#z8Dp~vTrKRVkA^_)G?bM|D<*;7#WnNtr>pL}rg#Jv-(cUq5KKeWGX_l{HB
zT8?jSJhG|wU~T2T%F;b$g?ma1_LSuBEiE`uR&=<c_*hkGYfV{eO?hi=8BtB?aj2H)
zNOkd!f{e!0*s`eL>;R8s52s{L=M*oOoFLzdxQM3AlpRHRhiWR0)K(p?t~^*-zNfhG
z>)h<>n8*xw*GLPK2vdVlBi#@~olrxaFmMj01~C>Uv6d!rmZq4(7b4O`Kf+iq!blGw
zM2wkXf`xIsg;5-FfzXQq6ai}peXU46R)nr*gpNkI4xXOCV-#Q^fIuMs0_1}N3c)PJ
zP%Wi!wsMp<hkr;Q`~ykBNYYm!Mi7RoX+~=4#_F(9%`(-@HfQBpu<|Um@~yNAtl5Ru
z>>?X>v7L6Ay>7Xq9<2%|y-H{ODi?#AjfQn@#tj}M+oFk34MZq6dYII^8P&QP*0|``
zxER)MG_H3ut#>zT@HB7qwAkcj+2n22>|@>ROUci=+0VKO^0#jGw`mT5Y+C{$yOtpP
zmSBgL5XiA5)QKp}8EQfrMX+OifPD=J2XCt~Ps<W_^Ab1nVh9Cycsp2>V4<gFu@_`f
z1bLbldYTt_nB}{f<Zd+1b~em()JwD1NwH-oS+k&IYgUSlR+^o5x`R#@ydX9j6?m9J
zg^;Idk(XJCw|S|rWx1bKg}-%0fK6q94W{M()>v5Vjg6b+yBp`Z8s<3ZXW8p!+UjK6
z>E+n#=Q$V@I2jc>8yC5l6uX*~xSB$xn7Wui#m>e=PDZp!T};Y1npJsN)_7Uh``9-6
z**66^wgftF33AyQ?7AHkL^vo2&)repdt-d}$NE7B;{3@p+V^m*e=DMU6GG1L3oHbo
zAm9aoP>iUy^cXzMbtNa^YF_g70`L#%w~8}5N+|fDGz<JgM_G19Sx#qp?(K@a+m-ou
zDhuww2%@U+UKJ>a;`<Qb2U-MyAbL<=+SN!9h^|JOe<+640}LO4JrMGtmUufntV7NP
zMLS?hc_Vb!=5tg>IDzgu5^O=C0zAWn+=tb~^MNOXUl9HQ;TN?9$iH~h$l)IzH5GS*
zMj)OH#O;9w8+z*V0U?l#3~ZcinWRxX<O*dhBs-<l1*Zs-l#xq;5MUwT2$2UpXvlxi
zSkMbUv=n!@lmLN%1;j(bKTz6K)J>^pQxUC4n~I>GMz9csg22YPdnZ{K#0a7~hoT^I
z2?9a*2d-)njgiw+o!wKF1q%p@f5_zeKV*P~fGI=|5fBJiLl8%ZhvjJx%F^zarrzTs
z5S>6Eijq1C6K@qH0)ZgPBOt`}+&EAWU?Fbh#dqYzcjhN_=ErxU02U%U=2m9Z&Gd-t
zsbSYrLartSx6=p&D2Rl>_V_@Ge+al71NmQ$_PZ42b1Bm6Vua_#aQBO0u5F>tZ6S07
zhTVlASU>=QfD42rWdvby*5CXLScm}gvq6?;gRDpdMzGDPVB3?yb|*p{PJ}w02y+Gk
zaWvHVK%m1eUz@G&=8euqW%h=tX4=8ps!qyshEfc*l`Ev?&09WMZ1%VbQ$$Bk93eb@
zxX_qkLZZZsOIT=_upp(8!$d|77ZnnKM93dD&=DN40jU-uqlMt@0F)8G=AaHn3JZ)7
z8V({60s?^;2s9`NCy5_%kP=uKYl@7(7O)!OA25Y+(<r1?iHc4fhwzJuv!_j2JP+m%
zOBrj|$TB6B<zy6Pq-B{5=DIbjmMvK{ch1ZylfRrWeyj+{iV+n2z~dhfgC$7+qk!)O
zAu&i|1%Df1=<=Xk1ohq_z2=5&Ec7-aes4376Q9As82bI=?bAHu|G!6#tKzQ_R=``{
z{V%%jAS`D<mbeA-#_0LCjPihX=%8ER8`vHEExp_6-9D$4*Y7Z?L*TsBw;jj7ko+Ge
zEvbGQgb<(`%bX)cJvlYuRfD(WlNRXR4Km=)Ke|no`yCN)cJM<Z$2H&+?|)*4ymELa
zVaP)NO%438e)p0;P^*E5%)g|!&I8U2|7zq);J<EpW%^bc;@YD-6G*?o;OhMn;B_W&
zuiJjR<Cs5i5C{(cz_|#~xaqwxQ09t@J@EJkZh^-({H6jAfsn2q1q4Ex77b2N%mY8<
zz)wW*FYhhW<O63)tRXlo#85Z{kBi_h(AWe25|qh85k?6mns%VegHJ^nC6opQAqqtq
z1)`F9B9b%$ktwtu$`F=F7m>^mWn_$EW{%mAIZirjyiE3&(&^KsQx-@kic80?V@60Y
zLKuudDTbd6!&{Ewsl;$qWjJawY_%DddJGdorlAQ_*NmxU$prtPY%Qf|EhT5ol(uF{
z*+?;LH!$p_84fZGM_Hz`9Me@^%1vPd*Z)D@PgNm6RVheKB}82{R9!7ZQ$2*G9>UfL
z*3k^qR`+MC`LR@dG?l#76};5sJyhkm2m~x3Hn@U+kY_r{Vat*ZG7|REuz*-=1BQXI
zisBzuT1gUFO0EF;K*0~<782qX>!~RUGz)=OC07s@g0a$)xyn*%wWSo;1|lm+8lss8
zGPNRFLnOV%QhJRA5Qq({&847KkQsB8DRZR>V}-Hg3S$Xz!}ZI7K<KSms=IoL&Z@=Q
zD;I06Si}-vsJVOr5D1N>^FcwVFPW#dc%CXnL8vU411Zm+txQo6N^@pXngRF$Qk^?f
zZQd-6`LkII=CT*f(_TDZcgX@hO8QF{a^MH?CFU3@UbWnM4RL;OkXY^97k&s-kqcH=
z2-Q@IWGTh6RT6bnQ}xv{X!yZIE8kqF$ci6+u&j5pZuGEi^0eRV?YPy~nUD`0+Xsq#
z2nYG#dmz&9V3hyin1Ca(fyd&5TN6T0B!vNfIGqxCHZAI0di42>*tX2Li+~?;5-;T?
zT`EYqT$FaXguoA1%CoOl<Xo%Dy-}TavnIcz7AokhEx1i6i2P1a5J<$R%BBzq7(rxo
zl&5!;Q4|Cah|&};0+9d;;zmKQC<G$zdR`pJ2a=1C8{M80)t(!5B`^ANUev|h$hMq_
z^V#9&GQ-Yfgq}(ZK9Lf5JUQTK5)AQt4<`8RkMkn%109SAZ@^&3O#yawKGszTC3HiB
z%ecV7AlF7G%Tg=dOfwmg76vNudP=c63NhO9(OPm*EZHbc*+@u(5-12Qyo420;`G!K
z^wkp$HIs~3lr$3!G_VBA<8%=#sTxB|S1nc-3pHZ()MIqjV|3J_wbhV28L6cb!BP&x
zlL&~6QIR9?gQ7IB2X8s1mn_2*l9BX)q&afmAc?q#jSzD^$-Iz6?gQogu&&qn!D7Wy
zGw~&+%a)idBjzDSOBNe0hV8>bT|z$01Np$3JD219&<B2)3HU*N+6=jA(`BbllM$OL
zJsFxJHAzfrvY3>ZnADUhQd2PHlh|bD<jKrQ&?M$plbByZUrBv6362oblP1edo{V%1
z`6*(GQ>Q3TpQbi*1_{5IhwzK}pnA+!F0)#@(oSNHqttp=8A*2}b>hHPWc}3S0}#`x
zp%}zc3f3aNF@%2r{Gg)=0fY$AQim@D3?h70<h>PTJpf<HGC@!{GS}NlthHXZ%3}2j
zla<R2#h2+WTf$zvSYzP=<$3euX3deBK69Pe)RkX~E&KedMH9Z9Kkkb;V<*lWGjaOp
ziBm^S6chb?lE~*@3Il%l>@%Uy#tTgtBRGDP;CRuI<3vV`6$a!0+5tUt!$gUw%nQo=
z;l1z!7kJ>14}A<4NZ<GXai{>A4fu1W1963qzl1suBxr+Ay?Ysqf1ntKA<qUKoPkkz
zz61?knL|?yarUTl{_*jK_m0%l{DS~u#Hn!;nj+vE&fuN|`dMslUp)^tz`JOX0Z@uS
zc<+1pR`@vM0s|}a?ppOZCqs-n_35SmD1-R#-3UEm_(`U}c_gCG;eW^}8g!la9`c8;
zFzEI_&B8x?ee#`ca)5pK2hMHY>ukW~2Y7>+eOlanWBLQfG5HSv57&9{JMkTt0U0(W
z`~$!EYWu!1(>~b45Z63uOLE``zQ!6Elpi?YOGZNbi29})wEmysTn)OTkF<~;Qhfg?
zJhv76t~I&M^L{O5GD|gw`J2qW%maV73He00zXEiDJKjC;#|vl#XCViHpgJwlZ^;ow
zKHw$ZYNTI|Tnxkof_FG{KY;K^Dij#ZLtpWF2{`L>I~fSf@Xme)-uAhLLCy(I3$>lz
z%5YaEOL+YcygCd~82s(rP0@$U_ocyiU(=URzZ2d&JCJ{%zCC(x1kNWlVB>^;APB?&
z_yJ4$eiih)t;j5OuW?ozykD#L?(TbQlZ{jG!-x_1kMu$6LrPHHP3V*4UdH_keEX#?
zA;PruUQ0v0i!2A>@Ls*Av#Wn)_;%O#l=eHrpKO-%zvx5GGtG|v;hJ#IKi7qWMjC$G
zw9n6FKXh=YSz#oe2nb_rf)e$RCV5Jfh`LEhUm`JPAtNTDc)pWpq$s|H$Spu_8QNB8
zgaGO69XXP~4<iHx1V&<hIQ|(A6CN>aw2;8(V?@Lzj+;M2Z1vIwa*}IUN;0N8YF-Ye
ziJ|Ug84-<z@jI$B_irjVy0z@&j;a$oDo=b}*}ARb_?GgcEoDcVOTj-tM+gE@esXK|
z*&X#4_qAL-yuG7!&)w4p9$Yx`=*r1&Z=Qd1_X^;Le?0E|*Ee_n{p{XP&+q^A`~lI+
zhd;mS{^iZ1U*A6Y^@nG_{`lh8zrP0g@ax~+{`%v0zkdJf=kH$p=hd@+J%9X<Z@T{W
z_}&j)op0~oczwJ5<*kd)ubunm%Bd%91Vx}Zgr3v;d(P~CeD>he^M{_b9YNs5%PXy~
z+E2W?dg}G{)30xwc?00#*7@%`F1+bD{~AsXx6Zw|dG`4YSVlnSzP)kb`K^mDIxf8e
z^KiHQ?Y*ntQ+kW!j*g2juAh5$<<#T0<2~n&be%c);MD#HCy5?X>N-gy5QlrtfQvZ#
z=<G45=j^fWGsn8l9D8{B*n?9?@0~bur}a?hv4gjc?7w+v-}Qrg+IDSgZEiSFTd}XY
zY)@s$uJWRtB?UW*^L7^J?JCaOTUvOavgAlj`SH5Sla19U8mn9DE05KcAE_=qSXs2M
zEPq!~&bHjNy5yLWh@hMRuT)Q$L|2D2uZ=nW-sMqY&FRT|it-Otl(yDYAFHl7P+Ghz
zFLz5?YJFTxfuDDrt!03|c95ZVh>>o%iGHNHQH+&ooQ-*+on?ZpMZC3ntfgs`xlx3P
z0URNqNE3q?GoyG5lXwf`I5R_dLByIsdNIbjF~&MEM%vMaT2Th9NIg&x$k0><@DPHe
zQ7y$#wh|Psqa3NL60NHetE&>HtCFCnLih)L)no&r6hpOCBX#f(873N;rkYvitQ-qg
zuBBF<HM_t@yU-TWDYn-ub26xKHlkJOVpQd7T)ok>*4?b$)1uMas>#Qu+1IuiQy-g6
zurKhitaCH3aW$!QHmY(luGwf>hc!I_KUm_`CXf%*noYhon|!PreXJV15&A$0WnXKk
z(a*Ng-?lNpt})QQ5l`_1+Sdo#*9F=^B+>$57JfG6-c}`^7KLtR`K~6pE=D=d9Ob&0
z<hh#UZ8U{)K|4^&*=UmOYMkX_l;LEM=Af5ir=4V@m0+nEXQ3WrrWR|i7H6RrZ>gSO
zrI}>IO0i?7JL+b+=+nyHXprk>nCD?!;AL9mV_xEGQR-(|=5K{5%0=F0`JUK|VYaJ&
zrn6p#gHD<)JJp(<ZljZFtCwxBpX+Ft?`&M?YErxr=@{mvluA%`H7#~ADZ)!mMg@+B
z1rCNqPDsiyEq61obcbcDCE`3d6ofx02q#bw+d?*eO^hHscSU;b0R<85voFRM+7JFA
zhVT!k0YAhOosJJa1;quUKo%y3olA~5p9&X<*vr`oS92-;p*Z7KNha}pphUqB*|#VJ
zqN6Mq6hvov-t7uPL4bb%{O|y(Dd7oAU=4A<w)i21Ks-bcMnlQNddyN$7j+1>AlL&T
zA2=!iy}*rx;E(`aH96h2pb>I=h>&g3t8U`<kVl0_&=C?G{-GQELwy1KA09UqKWQ#`
z+*}L<;!zW3iym)+kc+`pL%}0}5ZET!6v>|8sfYM5&?4vsVI*MJ03p}{C<O$(0Z|vQ
zdH`Pm+Xs*jl)9RWA8smyDFg?N*i;Bdh#u4dYAJb4i&O~|L}5=OjX>l+MB+wG_Jiu|
z2US_n!|H4tI1afl|B&|xRiYv=x+wnPVMXS{iVPwE4;7h&f2bq~1dJePYlw&C>4bkM
zOS@N^dbc$7PD#pbh#(Nj9fX2Nx<y1-2oi^ppMV0=F*+&TE=ar$3IaGpZtShB=o=Z4
z*VDqUrG{NirVxlE7(oPGO$=^N2%`80|0^*>?J<7sF}_!#eXc}#U5@m)6z+C0%;jRJ
z)5Q>nwqW}<+65xmri~I<h;xCKX9FytGXa)o0xeGmTAd2AJ{4qpD%kE+h{LH+$CF_|
zAe@eeIvoyj*ym@n)7x^ZyJ>@~X`!utypg6qOVL45+C*}#`m)8$Su>V@@x{Dx<EIFZ
z`eKC0_~F8%hY5=e6A>CFB1nWzO9b`ecXhO|0DNmjkXa@oAdL8`(IbV&K!QSJMhcD^
zF%scZBEt#QKp8s#N(A1F|5~Jz4Sx>NWB}qQG7@|O#Yj;60|h^zBX8swVd2lljE4Ec
z46(`cXU`H}vRGoxYB?#Uio85aRaHY-Sy^6AR*JcP6*4gv&Y3=a(!|ffONa_0Ta8#h
zjU+x2;3x!%ofIWvCk6WA1K|gHwSfo(wR}kaq1UR8uZh8JZg5)-?`~5J{VF}0JjB>5
z-(S{#|7JOZ;Mn`n>+oLUjInY_0D6}9Dt}>+HWznTmgevWPDw*`@L^^8&l|xHIJ+R{
zYOq1%!SRni<LsmnO8+zD)`$1x1zq5_l&OaWIQ5}+O@BbVI#7i{Psm4H$UCLHhCE+~
zNq-B7-}VwYH17H2FVKg{oAST(Tg$wSeDuO^t;vV4PgnH=)*s|ke)nO%i+`ZL1crP&
zY3g!7Eb^(*Pl9msKslE&mvi6%54bk^E*X-4=yinP5)toN0=$864x$j?2R>nzyhKqA
z!cttM0Wd=^=P=Oxfh?hHA9(P?pzBbtl4y+IDuP3ZFiS;=z&4a}Rfd8HB-u|TB9c6D
zC<w|6qIeV&=@>vD@<kXxAaaByvV@2-g(NeCB{M|8KS+Up$Qmn?Jx(_J3z_t3GAZ+A
z5|>NIt&xgc#|)EX1~Zuf(oA1jhL-}vO@-m4E@{V-wA7I_)n^zQG4xECYzwA_6;s7p
zO39ijXT^}VVlb?kk~UJ3b{iz^rGY3&f>m&lW5T+@Ls6Q_zmWG+Q4CO34pLJMQCAOD
z*9g(XkfmmbwkF{pbYKCY=BK3s3kYuwMK5)EPc=CYRatix88>B_jY=C_6{TEw{DZ87
zy$sDithQ!?e^_Y+Nv?n_CB-cX?Evy&xj9!B63e-wUIGHafL59_3CRGY!2;T_nt%`l
zf#3*bOBu3+qYXeH)>1-Y4c=uYwb~RE1Y@NM7lF`UOCb=emVkd?uUM=lzEErVLKd`a
zfhM$cfyR>g>Wk;8Et(6dE}W~nV2<kiIV$sJ!|;J7AC%|JP?<A>;vZ%b{$b%<?Zxu|
zKj<%8Xh6wu*+S#xi%i5ZOuW=`^)l-<;<jA)!BuL#J7O>7m>4LB^8?_AFiqtME!Ajk
z)p#AXWIgqC1C1;r%^YK`d^7DLOTAJX!*V<0Dn~d!Sk`Z}-sEoE+zUUr?g(_-8RWi;
zvVGVW4$lWdJ{*b;JRBQzG%om9d`N3z*oma@Q^^shQ=`tLMW0QN0sL?wGp;Q=;UeIN
z+@wqSDVGb=u9Re4q2P!1ikz#Jx!0=l2>(!<f2*#bqpq;CuJATJ1q%UF2;^cA1R}em
zBCDe!v$H&-vpl`CEUgn>5I`VGlHmeDRG7dMVIg4tK*J9?(O0vh+Os3C<V0No0+Abi
zDJQZmE8=`+_}TQ()2SgRQ-WKQ1CJ*K98L5;9PfJ|&U;^s=k7@N9pM|dg}7`Ec4`iE
zXz;VG@v^FLHwSPI7ruOZ{cLNU3=6Fk6OBYePz_2kIttNjxkxS92$oEQrc8teC3Tr_
zbrj?xH5H<@lw!11;&jyF_0$vfHIockv{1&9H~<eIAGCQ=i_wAeg9d~GMED0b;UB^^
zmBSDgqbeV$jD!nmUwQaEFg;}$U>@8zNVrL@hc+_TL9P&E9imUbz&J~;bpkvfvBqKj
zYQ$dHtyzg|6w3L5zz-lFjF%!jWsw1lM3AMjaDmQ(`D~C6bLMEyo})2)w%RN>KOpvE
zmePz_ip2Q=@WV{`>3|<*$WEOuGiBNaihN*xHJS0%B*vu4jLDN3Vq%Obe8Q|4wVXyE
zzM71cA*o47#1NC7EG8o+CMPyUVd_++Y133@Ojn;Z6Xp-v3+C!CSzx?;iTSGKHtSZ}
zORjO+uzsVgqz8}>xLzRmLrpGFLq3S55UfS>52_UZK;Q=s|G-uc)Kv9XSMpU=KwgH2
zg0vf4Xrvk7C~PIyTCH1czGj8-%H{gv%XF44VJ%s#ws3*cym>OSW;3SESTlL5_?MFx
zfA;14@e}8a{e0$_&!><6eCnvr#6&-vB=Xr;!k>L1{MqM1pG^>&Fjffg!#EMaal#|V
z3XK>8lLv}<5FG(?*5S}75_mzY*ZiR$>cBtS2YdMBW(&Ps!Ef3xe}(^qGJoB;L;r&s
zK@72w&<@<r<o<;r-okU4;2Q?w9}@bsWi%uSEkN-PDD<l{uWl%epp!EC9v$97dWb0s
z;<vuH-}--WmaYRTgNODg4N)tMF7c1JQG-qW2Yt8$0h|#`{`EgmnN;JGjFM185`7Q(
z6CJ|;z-HfhF${H)47&V1S5ChjVH}eTvrxnOefS3g=W|9gskijGbm<e`Z&RP<DjIN%
z+>uklKj0}I?kvr9ysr+NVKV+F#0P6)QzNYdTkE_B7J3WZQ`G+s>i;QxvUAmcM}yxB
zgMfttQNzAVaOaZo@egQd^ZGzOpfGrs2<g&6)CDc#vq4ttJ;`*LoazCe?+1R#kl{-n
z{6NLQ40b)!JOE!09@h}EANjzWCC(C5Hy8bM(vbZFLv;FayE2CCRU2x9L(mTWAKZ9f
zt*GN2{DR?d3j<F$X9)!-^!tp4x)<oTa4%Gvf1vK%ci+D>V$t_9p!%Ob;4&NRrY1%N
zBdFnJj4;1X^qOSa*S_H0x5J>H7w;{-+oY=TX=gcSV31p8$j@}Z&Gq}%<ouf&A%p>e
z_lm=!^!;l$)c>(})QA3JCpHd$t|<P2JeWz@Q;!tJBci>c0T|q6s1@h3r{Et_rs-eY
zLG-^zOwk`mArSP%LH-#7eh?KLK2~JJm*YjJPnxh~-gL>;OH||}^;wG6CTw3<tHcQJ
z;>_sU;^eJ0IlG&R4}p2uS$lj(&GE0Rk8Q6yvZdm1OWC2Ok^_xJ2OEnHH4-m~*3A{C
zx7W1o*>v^L)?3GS-8r@I!TCdvuC&6U;my4(KX%{z*V8*ceS7~uFCPBqW%o}nyZ-&6
z>)$WC|NW}xr`L~v{_g27-+%k-4=;ZG@zt+CzWMbBzz?r~`R?V<ufP4zi>Lqkrsp4z
z?*I7k_V;&hyy<9vb-nHRm9yWpop^HgXwS(5UB~y{KeFro;T_O}BRhIp_dGp);Q56k
zuP&c>O9C&>et+}aTVM~j&I5jU-Esa^$N85X=U;T3f8KHKSqI`dpmWbVF1+Zx2=d|e
zohu+8et2;G$A>q5#Pq?n@9tcFdGkD2i=GR|9-KaS_r$(C$M@Vhw)^g}J@>Hd)_wO+
z?0awmAOwsc4tAY}Da7IKGe9zqbe}!)@XV11rw-pcdGL1Y{*I%2Zyefn?ZA#J`?g=&
zv-RSxEvL3L9IP$hSyr&4lu}9l*Ts3z&f@%C@PDW%K3G$Jw4tiCsrFP$!^!5l<Biov
z>MHhE74I(1-<F@bDI=*mA-XssD9g_?&C@k`qZ5?l=T#OS(v+OAry%!uRmF*#s?&9~
z$I8q0=H_lqNv@BIDh=>Yb9M|hHt^C?^V4Gm8|g+M?ZU<^(ZMR&(K^M+Hp#&{-qs?<
z$}G~{INZb_+*m){*Z?3zlo>)XOpuEKBZwGNgIH4o7(v9D>BpPt$C>KInt*};0-+hM
zs}`oM9ICAp!Up`H7^V&QK`BB{IZ96@Mo%RcVWu4ZK^6Q%k^#a`)l!VqQ;pTrOf=vK
znqj61YtU>9tsE<Mp0#$qtxkcRPNAJ{v7<p5;0ISzT9xo90Nwz|!OObA+jf($eY2lq
zi@#HgpJTJH<0c>b22a~sck60biwY;xN@vsRjpnuP7WE#Mjb2upylt95O8DA=mq4M>
z$GYCjs@Bt@#?zvjQjHhf53Fi^tm}MjYyE6%{cUR~+M$vTu<*7l^@6d3MUjVjfxBrg
zkOpVN3`c`Bd%aY9T}pas4*Gx`GMo%E@RGA(I*~y-um?x|R0q8zJM9E(tyoLVXfw4)
z6O{;K<!~dVaAT!N6XhsVm1uL-7=RE~8i}^7WP5gs15uijPP(&hrmJ4In?atZae=pK
zp^sUSuQ`N5zL!akyCGgpch*UD&`!41O0r@lTC$R@w9{;KGwk%U9Sn1wjSJ8PN9-vq
zO580=-7QPpEQ&Xp7rB@gI2-3X8s%XfJN<luKp-ZA7(|q9G^=p8sP?d`^|Gn=v1{~m
zXby1N3?qn;joZV}%jdBx!V5+ad!l^yM*HrMqWFh6@DHH`euxVJ`EW8e=me#cv0x!W
zPA7(+O^&>f7IQH({z^{LHRAsO{sEa6Fnl2DD9-`>aI2J7&aKiMLP3<}-Ki+JS6O(!
z3j9OK!x|zKz(Qcjy{f|d)kP0#fjt0zp!kP|lCFkgqWYq4qQV|pb(9qY;TdusR%Jf~
z15lZTX;*btcTILrP0k|%1LSh^Ao7t4@rYPG5CnpvAPD@>RYSW*04gXz%*3Nj#eg3k
zw-i5VDS6sb^3CRwZ(2&fL7}<$X;abD#=<8J1&{0VAH!y$Cht*oZckP2qkgK+eN;_e
zr86~1RU2U402L!vqZ{Ny6AT|fK9q7*^02x1!KQ-yjrsRC<)eUHjPB;5o|fWAn@b*V
zDSZNMh5$kk1fpkCL3aaODLDMY{pzgyRhjoIGYJAwligjL(^E$f2%3T*b`TW*&|Q_?
zpMN00LuNPNhsrF9f1si<C@$hbc{<@AC=mpL5=B9z5HAQ?G!9Xe1ZxPO5w|%?x?Kns
zA^~;~x3XhyWJX_4kGz%^eiaBrO6b*OqH9SZ1c8VPxDxB%9_xRV$nP2y<9jvQyFJSD
zN`(96@Qs&3oq<5K0f8X0hb}^)z#(jbK%5N#0%3W^-|}>T<*5KGq9B{o!FH!Z>`#X}
zo(^+58R~c<)bUub{h<KceZE$^y)CwSSynq6XIpB==&Sl^$T`VL8m|?{C<9}vnE1qr
zb4HJyA~brUfaus^qN2k_2@e|u(^|n{qXmbJ5ga~FSO8CQjS&$TB{Ez@R6t}j_=gd~
zV@3##9U(YIV8mzv0ny<CBEyFZQ+XC6hY8U3bOHjj!2{>_8h<4TAOYb8N`N0m2?>rH
zB|35ZII%Ckm@{Mgk_GeEu2><>V5lf4u+-G_*lZn5mWGOolB^ta-TIYFm(80sTkOj(
z$B!C43KmeqhL0c!1o#JpUx0rQK_myJu$}||z#C_L7sEh2BB&9`-@!jn?;W^tek`2#
zhxWg?@B!^mUW1g|Eamej9PoB(u)cS^9xX4@MjL26$lvoYRGIvB@7wvnZ5s1eiOz-O
z?Uyt?$OcL4weROL$T)akKIC_=z`vtEkALWUbo_Prt32cx=+iRg!TEdz?jsdL#bpv8
zii7m?y=%Y{LP1dc19ys9?#)85Zaz``1E)!jw(!T}A1F+M@DIfEf#M%(MoH7E1{6W<
z2uMS(DE{Fca7FK$c-Igs)9Y}Vie7h!_bwr68Y0XxQHa0~n9?d2Wk94XBFQfv4#6>q
zAa)P{Cz!>e;2)TUB8&p?55kNbA<1kZ$t)pB@DG{7j7(u>rl?fbXz8pm;2-32Cdy<?
zl}Vi|leAPOew9?zTB-2$%n(UtpcK<jn&B<aa93hDt4i8yN?L16n(Hx)4H<gI47M3l
z!;-0D#Z<Ip%2_ftSTYz^ObKf#3EK@4cG42CXmFI1be3aml$UZ>koHuP^--qz2bCaI
zwO}=kP&HPFhGqzh6~bnLe+Yp8gErwGd{|1}8VY^+2Wgsra8_VC$uqE7M_Fut9p(Q3
z{$ZsxV}%thzz>9fSPuBXV*N66N+|G&0wE;D%^}7Ll4n7gIS>khvUjkcX$P6Lmi&@l
zYe~sMn&uzK)EtspW5y&1gb8D%vBV0a_2P!>mg}!srnh>j&dMd)D;BfG7qKY>LTlLq
zAP|ItSUR6ZAk-JlgVYwzRa-DuZT=k9d9zjL%>wp7OKl$Dhgq5nX0sQ~)mbu6Z|MU4
z<qHj$FEm=d&{%w->54^WD;Ha=T57dsx$U|Y_7bZc8Eagm*11Vbz!m`E2>!}4L8|hh
z8j9g8l}I*5+tm{F)Km2}GYvI!j97Ul>;iM0VoUup8>32l(;6r9Iv1-3H=8C8`xY<9
zEk4fM{9L~d0Q}&wE7)^4$-MB{9|8CwfWQwiK}TW<{BS%WtTie8WOC%Gl&I6G(Pz?Q
z&Sk`&&y2s2MZ*utm-A9C7o=V;O21N)*<POAUXj~Q!4KD~^KaA?+^j9QRae+iU(`vf
zt_UCmydV&Y(NP5iA{PimCsEez%FNpp914O)AZQ~9ih=+Lk$AHp;YNP^jl9_FFn`F2
zzDDs6?U(|A$ces`71@><aXvl#Y-;G~l#r82L9K~_#}WdL#QPnJ^F0vby*J8pSA_f5
zp{`qloq>xZKoInJwWn3Nn>m_PfXwsk^s}sW(#^G!O*9e=5L%%Wt)mddmW!bHhj2}q
za1EI-b?GoQ2nYmRAQYllN-<h0vD#|!I_imfno0UBS|}&zYG7fUwi;fIVXMVpstx8r
zBUVR~l17ZSMzpqiG+Ql_MfitMb;V!~{~!bY!Aq9#4>bHhum{Fk$VC#&!y3p*a<!ub
z5g{Met+HE7oFBNc7fa2SFE&}W$Y|+8Lqa|*0Qmsh2O56Rnmbo>4&aA5h`j*+Kw>Xu
z68Hh+0|h_Kl$$nFcG?V?sneywKZs40nlyzuNlfyq$&!;MOHLM(oFXPMg-mI2SO`!M
zlZmh<E%-%%osbrr0tX4XDN_}uPE(#fU6q(W%+i`SM|a_TZuo_`?fO*?%(X7k>)m7}
zJr$VV${T!DrTx`q0ySlWSaQKyiotB<5VmRvqCB-VLt*})1B^-|n5`b5sp_Y$<fE#9
zFC2XBxXMa7OEc`H*4s#~u~@gtbhWtQ%H_J^OSP6R)>ynqdBJ@7xpOznnzeq~^i`9^
zmVGg4;b&jW8~^#Nv7b#JJz?tT2~$Q*m@GQsE0GCb3Qw3QG~qL$3FCyukA|0<AVO%z
z3XL2qIC9L$5u-;4j1m|wN(=l0W}%VqhaY&O{J&?2pMOmJla+Zj{1cdme!Jl9`uCii
z-_1V^G7>b@n8-(6j^1qa`Vwq_?gZ}F2hL?SsN?F7c94eV?|tu3z3abkIj1IcWw`vq
zphtur?>?vcokODB(W1U@`KafgQ<-;G;~gUo?|tddJA_YhTK?p1e!NfNJ*U0jj{b}J
z2MnQ7>V1~{g9iIJ2n2UXdWhCE)hEDhxb;4W(PuQ4&-P)Ep~L=9zEcmpe^3qIduP!r
za6V{!pzpd?f6qhB^ux|%v;V*6AIO&~PxN`{H%k^$C!s(8049Wc>NszqKOIgV0@b0!
zeTrvbM;2Ma;SGl9cN(%UV!$QW+eN^4rBP5s|Gq4;O>V{L{;nZHKsbGC1AD`IYejAZ
zvKsd!^ea&3WXMagKmYK-_X5ZNfqV1f79Q&U{pkF|2g46MI^qKng#jOE?@8vp^nsiD
zXsi9-@(&+CKJcRvgo5bz_iwP-A+JV`*9QlFpgkG>#3|t)Kt3R?8%Ehe!(d@ei98a8
zK10GkP}qa0pa4(g`X4bI0dN$*NB!3o94Rb_uM|NcVL?HZ@E+K6j}aLG>%GYn$IO~K
zarvT|8zh!%C^3z6l<h2Zecf$hBfN9cB1`j=>dLcPYV)@@7Vl~<-PKgGtFdTjL&46v
z{GGLVJ8N=xR_E-l$=zR<f4H%zwWaLL_Uem!8m}MTdgtWs2WR(pw;e_@#q(R|-rT+X
z{lja2d(`odCwKn&?Eb%=Km6B=?tj1R`S<I`KfQVS(|6DQ^Y;1A-@o|f`<K6b|LPZz
z4{u-n^5*5wufF}y^QS+3^XQ+CAO553?%(cp{Lp#ryBn8Zx1WE}cIw&LV^2;T>^Zu(
z>)_7&`?lZRyY<eVEqC{9={ofF<Kugtoj&-o?bvr$PQAT$hQmL=_M!8_>)UOwZnwR-
z-S+(Ug=cpzJiUGXY3I3Tw=cZ7bMf`P%Wv+re|NwA`}^P@u0d}xd*||tn-`w86Zql&
znM1c*_jVrJ-Em}B=aF4^j_$d8d@m3PdP;#1aD+JU;MBo~rw=`#bpO<WyC?SJT{n;J
zx_0R6EBm)z+|zPl=caRCH=Nm4-`ZS#xW0UUb;*J1GN2C70X`k7t329RbG*6!#OB6R
zTbo*28V)yB@2e^Mx-`EfFQYCku{<uaAUr5H$S>2+E6dk2$JeVMz^^JQyd^ntcW(C4
zveGlPHK(hqPE}PNE-2WMnz|_}sxlxT&)qH2);h#c&zr68r>_-kq8DLd6l-gq=xCkf
zXp`(@o9JL2XJZj<X&P>36k?>0HED$r3c?UZ5D3MHGS-WR`2$C~F(x|EM(jwy4|-~$
zI?BOpJXIkdq=mi(`4F~zsE$Iou40s)a<raujIJ{BOyg+;q7VO|k!GryZpO+q*Md7J
z0#b9VwexIs5SChCuLl)58dA{=<`o+ui%K`kDtD`DPn%jVyLumoMql(bxitH`LQQ_I
zn|xgwyq)Si9IM^zD_yOtT&=1%TGhH+)_GVpcv)}q2KHdrjARF2yG_1!4L-JjC~7<{
z0Y6lFSitw7!UM9b^t7t<vaay5F88u3^|C7F01rs7FwKLX0|G2ujWV4LfixuB>n7Ui
z#M`jrthJzcYpn!ZZ7fN$*G+cN;|a4^m|(+>wPHnEXhfK*h8Zh|7%B!EC<N)t2OG$T
z7%GGrD~6jWMVKi^Td2lbsmI%B#@lKp*lH%)vyvUOQk=BYU3D|v^s_w-bG?l7yiM}F
zOi;iq7N)!CrZ};&TB5C1f)y*?0tke5vb9dCtzL$`LAH|-Tqz1Rniaa47r9#$yIU5!
zSrlzFFLW`>cQVO!Fv`I?w)#1C$jdN9UIr+LVrLUj5a_$3;xGsTvB}@D8Ce*?uG>Q0
zz7F@;N%#i>KkSP}{)OL>n1I$ea1Nn>A5O=HoQe%T5fgMGCa{$VAO!VNV#K+W=nLs_
zm$DMu^HQ!Crr#*a1Oh>rhcdtqIXBC)Z<c1?EFrp8lG9O|dmH>idBMF3@DD`~s)`>1
zfq=k5R2AQ^ETXswF8=@oq8{)A;UBt*iU><kU-*a?5-Y$n5EF)+E?^IUA1X7uDl@yQ
zvU;ks9@S(&s?B*^3;rSZ37rQ47=ZXT<ifXsV*x?&4_zcUqW~cq6#r1f;U6}aJO%u)
zx#ZdA(q}CtL`}utY%2PuvG8eq!IQfDCpCFbs`DOK<v!^zEX;dco&UI|;Bjr?qq?F;
z^+k^wiYfk~qzCW=;U7wgT1vYpJ!~m{&{TN8so+6V{=?>iuI9q-mZF}`#gDcWKi&ca
zf)Zx25NHGdiH5v~^+?vpc~F~uzb5Nmb>_XQ%m>wkf9R^s>8{J|q4)<vLBIin<X_~_
z`~%Jp*Z+YO=r{~AEr*CB1oVI?{eF4+y)r26E?0NTI3NTMhv+P!ScsBjf<~02z$xNR
zaSA|)&cdV)_(J5y-N=f$o)L8|J@RT=#MRXB_7qSMVb_ww2m%owcs0)dTAcrNj{L62
z`d*9ixf<=&9_eu<-0f1BD?uPa-~!>uQK;j^P!fu9KFIcL01ybPGXYkoDV++iJ{@Rt
zI>;6X#2JD>I6$XD9a@9!j|SQt^0z+VYq{IUvT379nXPVy37(--@Kcd;V6HY0UxX(s
zCB-H$`wR%ggegMfJ|8i5EK;O~jTIR-R(RMrp<&~NhEEU{m>?oBR%G~S5zrCCg+~n+
z8a*83!^p7$BgPIF7&Ba8^l<cY3Wy2_h>%_$AhRR!M@3+S@URgg!wB*KmnMvfQ%+6X
zZY&@Wh_)Rq48z>fUw!`Bbg{_`=FC~KbSY!qIt3Y7O%+ugmX@Keo*rA9rKYYdufSX{
zxpJBK{MmEFzMM3E^w?4O@rTRAFabpAVI+~Ha_~a;FrH3^AUV%j4@4CDEg@_E#Xk(z
zfFl3N2Wi>^Iq1XT^TP%xQ@jB_?!IIKcb3N?(0}-UFaLlx9o2T=ZkF2J;I;Z-{$Y^D
z2(MN0@d|^tVTU?hAF`Y}rGHN4|M&OO%RdYOIMMtAzHkN=hmIKPz1-ykzjMfk$i0~P
z;Rm|R-`f3e=N~AWh(4qQKVmU-8BrSGAIgW|9|#2@(g%U~K>i_DSh5#^;Nu^%dHll^
znbbKlNlT;&|FDM3KQI~KAAIB(?uwEw;2$(3t=W?1x{}5Q41FU8+mxYU!BDmY|G<#5
z0RJG#uwqD9GuPWl5&pp*{DZ6n_y<>cCL%CA6=l4Y<a|{W{Z*6$RaJx4)I-!XgEcgR
zS(?FY%^+=xf1vyyd{_hhA2|GjivrVGo&l`!-TVWwdf>tjGy=gtC1`}ia+-fIW2`U(
z0>N>CSVa;pIBpLd;DN>-`b;?%5EKX@#YG?(t4t(U8n0hrv`*Y$?K1t<OLbQ*(OJ0|
z2!u8eh~>luf`dRTU7)#SzQ$s>K+LBR2=#??A+-f_)aK7tn?DP&7wYp#@&(`rtwnQ)
z`2*mGWfc4%zQ}mRB9j$xepo`o4>s$>?Icz@O0IThuHCp{y@#x%w>&X_K=MThF@I2s
zV8i?Yh6CzJ`Wk5ltSlp~T$n$YY8RU8mRK2-+ZtCnnASL3)Vo?Yy3ytjPFww4wg+t7
z0p|w}{NTM0u@|)S0|h@Ejica)#PAcz5vNij3H*>2b2dHpTxQ&btoXKU;`{*k;Yxn$
zm4dV@#To6TSy#(*06$!<%)3V5hy1?qL-Fl;sOWZG(e2v8&YJwr>by?EKjeUaxKl-`
zGV4x7#%;<70tiG$Niq<KTSZVJY|6kt+=K;0UR+=PA@WLg)aC4`i<yxZG9u2Ug`G(W
zIh7oIf`T88#`_(P^F0{rvoG3ncZB<nFv|QP$f-HN5$S=o-ZqsUmLSQ|m@05I0%4vB
zDBX;eY^)w{fX4v{{}4&>4}c%SG^7DPgsM?e1p*-(p&=issTj>tj%BOH>8JyE0QNwn
zubH5y8Lz8>g&h8Yzz^@_A2gIh)f9tO<O7vt{S**>LHGxlKhU-h1bdKJ135{oc3QvM
z5zGM5O8a#yk%wZpcBSo_6@VWsS1vObUup{YVd)|xgr_WCpucFo-op7h3+5s70?rSB
zABgz_;UD^&KhVw(RPqJPA7;o*;qniY2?D_Y0zvT)5@JK}4`O0W4*x)hWlRD8AR{(K
zb_&HmOq-@WV}{zSS(<a_u;<U!TfD$%`4Y30%Srf!B*HJ&xyVSkA%I6w%3E35S5?Me
zT{b{dj>kU)vsHrGYQP>S_<`^bL0aG+RKP!YtH^_YaFYlBz;u$9v}3NfmRMuHcBRQ`
zaf21hbe2=*4~rHm&7UtfXAX1b%ym<zt(+vbbmCVFCVVkx9Lyg+n>LCAKTP7n51$K8
z7%w<}tRUeZL;ybsa^MG8J^aN#jO0Xk^kW$Q$n0PI17A1zU;G2Q&HIf>eTvz4k8=$&
zu=}B7xbGQ={}jja-@DC^_bI&RwD;T5|9kwyZ)x)Pw%xc5_FhwhcR%gU9jfEmQ+()M
z!+qoX*MH9kP2CF|+jjn;{|_%?3;zZD136K>r-Hh?duKUc2p_^f&?mgNCxnX`P>{nQ
z`~z7|@dNbqU8KSLF1dl18R=wuNB<A6ZhRHsuMDsJu3CLW{^8yCLf?;r=l{S(ApYC=
zhoQPy`!472>iILuoV~yQYvjYfa6WKNLNffn#y<?_@(&#Nfs9{Jq7euTYH+W1z5)$D
z2#ydH5+o895)}~=5fK&<6&4;PEHp|)aEvILUP2Sci%gp|e%{PUtCr1`lUl`AlQA<;
zcd{|`_q2-%^U6#LE69qiC`_p<&Dd0t-BOj)T#?mOmeEw2)>M+#T%6iclD4HJ?d$T)
zJ=M7f>kE%JgMX;Gw72Qz(Xa2F-q&^h(Bn(Tzqxwq1zZ>IT>cJO5)W_u(B1L3$9Mkz
z&HaBq@A~Q0<Nv&Q`tx_se*T^dKfHbU%Xcq+e)Hnz*U$g+^4U+%pZ=S`4_*K0zW28W
zoj=^U@%C2xn`;+eUOw~eeCv}_hr5sMyMJ)!-F@3ScW=J6v+2gyjnJLFTOJ<X`S`@X
zZ_mR5;^dpFXWrgC|F+}8+s=#M-M;wd&ZXCPF1@^S>BZfP-`>6W>`oithv#=My}sZ6
z_Te=^8b3e}u6<9z53g@udU5N*H|?i;+K$~n4G)LCH;?SRd1wc8>(GwdM|RykwihlC
zcaHA9eRTJoV-yZS>>&2vKY0MUcM|Z!zT3z5+yeY?aQl^gTiSLtfqXc%wf00y)$u0a
z4V6b4h>mTlJps<4rGZv!bN%tAI!sRz@?q2IZB1vkH-mpTRA05bqIh$DR&82hX>3Gp
zuz$L*M~1IQrmtsSpl?Z7a7|3qmb8?81$i)h0Q_*FvEg)eb!%DK-t6p_xVWmopaOS~
zRC~K<bJHMw9UpBCe*<=iiC(0oah#n61wT;ygS~aEjYX7&NtlUYkb!QXzD}T?c95P<
zuz_x<p>CL=Zn&XtgrQEPk#3YRq!Vqd6J?|wX}}8CLx84gFk3N@B_F6MhsP@dS+bxY
zLbT<>bQL4@l%jN%qjg~TsT8Nfhd|K&55)X|l>zv{f}L%ponx(&YonWQN5}`L&_Tc0
z$*9c5w8G82!p#DzbhoPVu&(j4t@XCA_eDpO^Co|nrU2I_|BcWlKi38ymwGR!T2IFs
zce`qLn`(Ef8t@OEgnwxC;qniD_8k7foA3`+z#iPq%iYY-TU81nB*NVsX%R(krUe_3
zXJL$li)?4ZEEqdD>Zd!v<Uu#ZPAAcZ9dE^ovDAz*SC2ANBQjS9-T=sfun;zEun-A0
z+9-gFz`_^{O{^1cq7rJT1neO|S2jRL)?Y^^KvyPEPc~Rzj;0_YOqHU{RbnhuV=UF6
zIBT#F8i{tSWJh+IvrdMqUY45yum>V{!z{oLuDYqt+R2VuNp@NZHmrEWYM5&#Sg?UW
zq*&{u+396E806sjBUc;?g+Ks)p!kOZ7t=f^<6H;BY&@D|qnmA`n`5g-j3Dd{s5lJb
z1yQ~c2n2C~Xz;af@~15z+`bOu;~!%D4#xN+#+TwBdf|uG=)mLA0no9ifa5Vit+62|
z<HOD*MV?EIY0HSeoRid^pLz`lL~-Vgk}QHfQ1HWz((D@)|8SGyAK?FRyS(6TMd7{5
zBH99iq+kGkp!f%}99%?A@xwY;KoEg{=q4fv1mPbVfD-^J09sH$JQjNS2a@bS@ei4U
z@DH_l#Iymq7*uFQKmMVswxFvHz6$Vvp!kQ)CGcB#y1DcmU3FMfeH)e@<pz=x8zG^@
zKopSJNCiQ<r9(oLFpwHOB$QMTBn6QWB&1_>he%0x!{`BH`_B9E7jSXGIM><l+|T{o
z!O;RvYMOm|Aqoz52BhJm<}|?ty?&C&j~KPTEqpl(o|cQt+2`n=PC%6N7%6RJ4%I-o
zKUQUg4+yVbKqqvigbM?I{qXV-JXJ}dDo(t%2Gq8;Uxx4p!RX0H*uua)D*!ztQVy?~
zBzxbua05qWes)dyc+Aq3<taH5q^y{fpLHz_l#^gc6Z}Y-v$JFdmp1jQoiqd-e2v00
z76!?lfP?{PUO{nz@*$AIO1kKGFJg!^L=)qj%K)MYtYPY0gbq@Kpvn}<c7pp5=}U*;
zBnkl4JtVhH2YJeHJG_+|KJ^G1P()3aSg}+Ms)vt1fET>Cx#J@Q7nvxv5jTS&+}8eS
zlvQ8Zjc*JIQpaY(y;@Ti?H`VS$R$uIFiAUk;EBb^E+Fzi>(Q%}g#uf?hhQklq3sTK
z(Vm<<YlIJ5JkhPk|J@j(<kP}<AV28QZU+Q6PZ^PtwnfCkJegNUSmk>{uZuXC#xO7t
z{AWx7Ci9D;`(`V}wsA><t>%y0w_V)I>0Z6krlXS>)1NTZ(@jdSDK-~tvKgEaw${#o
zJIy%T!aw4M0MQJa1_Qx146f0H90#l-xM<Xddsbtq(aGSwTKn>uHwxPK=$_ofzbAlS
z`IT7vd0@@2IuQ75+N_t`JE%Yd)B$jH+69kMS^hkfv7J8a$^tm55G3A~5DZWNOt!5=
z9&0uh2(WTs0Fn}MXwH8`VDXZGK@=xNS@ALd`oMl0LuUuaOT+ygZp||DTN?83jNK}(
z;_rXWAA54^gznaqK*CL@gx<9T8kU4|mIMwF{#zw%+rk9f#@&dM(?8o>4!6=BZn+Qu
z(H-T7<EGvq#$+->qtL&9ZAlo4vl)tiFceb|ltOU`U^)~eDq{?^Gty8JLd3GUC%z>m
zOqoQoAv}o>8G=~$;)m=*&WE6cXr5m)TKegI2#*jrju$>|-h<WfEn&Vzs{DL|xu^9S
zDdwqtr>W!Z+CO2xgG?WrA&bp(>KV<8E9@9zkq{a?c7|ve1k?&MW4p#9#WFN%Dy2il
z)E*)mM|o=?+&j)6lfMYWl0=G2n*W+~ShX8Xe%x;?T4mZuHweaKL$@gt{1<O^9UDzT
zvP3wFDUYb~K%&V)bfw#_Hj@e+LCLn?lHFSe?>e%kVDQ0V)`pX*hI0CAU=CY?&BHXr
z^E1I7*7^_yp>?YLfW@XqO)^YeL6fvH2wkj-vzr}s9bNICSWAU;0UiAmm)!^}X%uQ~
z<UevXJFTLj2`uRSJ^+0&#saiW0~)XpsP8#?`W^)!1|Hlk?ya><_Wu50UCc1~HQFn<
z#xi5v?2G0BFs+Pi6Oo7F1=#2!vv`wo-k%O?R)bLuN$gXf7(BUw(t06!1Se1-oj#v!
zIv*-AcbU_8s#>>CH(#UB?noO9<-CUYd#S(3+K$JNuYu2<LogqJ&N<h@REKXY-#>Pd
zFy&UR+7cjxyjYcjiwNB+dY-~K!^qwUT_YgxQLTkk*+BRv3*;#|DU)hQ2IT_U#}d%j
zx8t)-wtfNm206||D*9E(y$%@j`L!q%_ETcc0CWKl`2C8wCQ7_iFQ_Zu<X!z^ev=fW
zFj>q{Z6*4m%C&Zt258{c`q59DdyAG1bPm^fi;@3&?mcz17UB==CD2re<1dK*lpm@9
zpbqli2!}qxQ4Anpq-6LuLjedV1);@~i$nML6Tk*+2Kn&ze0X+`s(zBt5&DOuK|Y|O
z+>+|p95r$pY=2^Q1bF=VCoIalP5pnIyL!6Gn83$*@vTPcf3!0I>WH}&feS_r$I&|U
zP`C(_y9iUbFc5fBN=Oca@1sC}^vQ?|Mfo5CiM0&Js&q{^oKyPIq~y5SPiyzzPT?bk
ztG-K*r}}INWx9?S|L|Jxyk|q7(iQDvCz%e!1w{$?$H3{44>V;(e#jJgkP!my)M2_w
ztX;rShb(tde}IySS7UHg{MIeR;1z3K8C7c{m5&mgCMiCfhoG}|-m+iaQnZ+LLi|Si
zu70g_2>pq8h}sAU!+zaS-FFRDu*X?g=UqV~*(oyNkN>{C3;^oGmS3sF3VU?Ml>Ph8
zJ-ROqBTxmQ1H1mbo!lOUc7IpY%Y1bS-8b+Va@nuWCB8kU%Gh3(yU+mo$E4bygxkeA
zKN)luKLPnSyEP4oG?Ko&pxP^*dr7vny#008TU$RDUpb-Fyom;aOx*02Q8$T51z(lA
zSCPZ)V|}UE-jzylz;(YN>U$YaocweKFVCs=KKY4La@!->Q(OBgGrw*UZxMs`ZoW97
ztV6~<i<HSR<|usm3_{4BA5$A#fvl(375@0R*7g;;p|gUDMBzjOoKciVEzqKaW`N^(
z$K_S3<0avpC{9par!v*QVd845NC-YfZ44pk`kR5FU!4Z_`Jtg{+!7a1DtY_1h@_^e
zPh}+5Sufi&H%u^wnc&r0uxXbmnxgP77AJpBUsN^bI6!|d-8~jR<IWd4lW0#`p3q8j
z*G{uy`Ht6(!b8S8-b;6ostz5-jveC;UH4W5q?q|%-qD`7O!h0t#;vUN9?5b1<eu@p
zY|q#`LX#lm>wPae298RvanHC@5wWvZ+b^MW`0VdTFLm~=jx4ZXoofjE;purPz|b$Q
ziodib(BVjeSxYmnj+fFhn*xBQ4H*RfYYVs<RpWQ$zCI=`E!OxPL3E$)5q$RHO*MB7
z%IECs)wJB3mrcKNH~*b>7EN!Jz9`+F9QE2Co=_;cY?6JuvbuVsl={ES(CTXO#ztB?
zAa{g&ZssKw7JC?Y8GUJDHB*njP`aG{xs5oT!T-AK{Aei+Xu!SOt)5cgJvax!UzzaN
zViqrgccrff(i2D~$>gDXReNL<N)50N4C0{vIk#Cb`O@6`tG5;;h@D-Ty6w(vu3doo
z|2OIt_;5MZ{k5QZ;YVpBPInP1qDRAz3)RQ7n<d)oZ=ctedAm*jba$7l&LH|8P3;am
z`+YBSc8-)J5Xr9EPS`5n?Wm<^?{V~GsLdvEQRLRx6Wdhet|e)5WXPs}?>Sv@_j(dj
zMsbPagz5b69}Ex7%sdOSZ2UAeEq#3AKbw3?^bSdO{PrG5Xh&EYXT`rMNL5NortUxh
z?=e$k`?Q(5MXH+a8kofQAEC}X@PT>YKM@pH3DU9zW?5pR@TNdfu0M$DI(s=E9S{I%
zYU_J5yKV!id)+~J0TXpiTi!|uhqk$oqY4Mg(|}aqiy1ua3vzW{5tz?^{WBt!HZnSG
z;CH`$nTT1|Hl@}ZHrEKj%l`>z%V@^OtnOFMy#YEH-_9{D{9&s3B|99;0*O=yU>qMP
zOeGfWPH#gEzJmpy098_xE6*m#ahRc>Bdn(k@c3)mfOmN%6i8{*_!aFLU*XBKVwb-E
zJZak@Ww#*nzf}IxG^g*0c70ENk7$;UYld}&<T=rWE2yRvgs}^U>noG^sC*M9;X%r^
zn=`JFMBSfgX$9RdiUVUVXoBm!0-w8BiwZ+o+Ep<+ekws9q_ma7ZuYj(@{(FXAf})t
zP&T7m9wiNLPe!t`0YuFA8V^hc@$G?&J&%>Lt9nDS6X!L$yRkmr#vv5t@JS@>k1Qz6
zllv*`=>W|l{u-opOk_Sa1$a(|T16z^zjZ%DueW?${TUbDoR*93ae8bYgUr%(^48xY
ztio*Vq;`G<mxCakULxit0!s9d%#cB(lkZ-`@!Vc8{YD&lMC6MPe5m)~IzLEN8MnF8
z?d|f*-HiIPcjCeGiLusWw+{A+#~=#NuZ%QIq`{z=nd<;)HUC4XfwmfbI|S*W)(_p|
zy-CKvcCQ1xr3o~<0OnN{4e%l~YB8^65gKQzH<5|*F-;w@OrEm*I%d%Jj0C7Faj=E3
z1r6b|Z;C<EL3E1$1z-fx3*l@ZPu<m=e<AGGl(#eesr+Ty;|%xPf#asf+5wBBbs>WH
z&dY*;;|XYP0Ai?)z_V#WM09?_Pp5*<s0~-)Jy+o^SDr!O+d#F@0cwG|hgJRvt$v+|
zjl&^U<be|gy(My;2pD!*ATs)zv;QG@pzH@1e5VD>f1Ru%X}T>`G7tyg!R{Js31l++
zS#6z3d|<Ww?)3?-kn4RlCSTrsu0itiQH1^us?qpvqYG-Ul5((BeTvp^{V5p!REMq(
zqqh(n7Q{g<MXDqM0}Mk?KX}wL?fFW?e6!KzT?4aX5Md9}!N28Loyoq^SIXW1ty7tE
z5~*4dVJ&!ohZ0obG!I6SPeW<T<(PKL`iAm*W*b^Z;9dH17^K1@%Rw`9(vJZyV&*Uf
z`?bQ-c9s~TSK-Dpcm<ar{LOKhL{3{LsExu7C&NJET-oiRhXwPtk*lF&Iqy9O{?!;Z
zLAV{hJARphqKlUHBP#>DAg`pc>Z?kukRFe!Ma)fM8P|3YLqZH?DdnGil^h)x4udEZ
z+xyJ@p|04p!!Z-@XM+&y@)Su_+=!u3_%84sZ9#0fZMPDYG@fMCKC$cgvwGyjKtxmL
zQWLL<3&SAzkM>6hf9;Gi0cUcJ8lUR!FQ{__-3e=e5FuMfu2MSjz#fOt)$Ug8mj@d>
z40bK|bd?K2ZCKoSa+jS}Hcq}yc;ggS^)>tY`KZ{w$vVbT^5T!czS%k#o~Wz+ulW=B
zH6>vQswhDW!o|Gxy1wso0>*-0;W~tzsQ+>VD?vc2Kvi6bstxFFmKKB4cmaKPGcZO@
z&AgXPHE{T|*3B>e>4_;1bEElfJJGwZ6o9!=KS5EFaqo~(te5fBb-ToDd!Xu8%nAQ7
z9sgt}<5oUnuM;DU6Jz-rqy7R^gniqEyw#Xyk!hRLVH{u%<L&KW2}@8&FbP3P7-@7X
zPSs{%!c5`O4IOtk2qC!SJ{u9X{*!k*Umo~`w%rc+o+N7F5X^LH^ZSLcjugoDcVOz&
z#i|qIl2gJR5I}qq%NQBhSoDiTrHg+h05ys>1I)HOKvaaaE!Tju>7x>fXT|rEpHdJo
zK8-aab*q$akrZKbg|~c>Fk>KOV|NuEV%n|-V{sL`1tWK({uMg>lx|@3snll{w~?nn
zlp$b_0oc~1=vZSB3A5VvSIp|@&t}CKvco07$<T6+2?qL%g>Xu(1|Jr4VXNQyxe92G
z0Ei{@@RyOj&AlKz1(|VSym3CY+=L+qRwX{1djgLsW&tpMiFEDsJ--Lf4?LG{S?>UZ
z6wns2u|nH!#TmQYX$1_>l^YfOr@S9NG&=Wfz7BL2*HR%{boJ~U`%~<;Dm$@&Zvkq>
z#{Wb2<W?<5!7_+r;0=8UE(_|er9aFTIO8__sto~spisT7ff0I=e+7NPA}}Kq*_^@p
zR#bZJwxoDD@AO?hv1eh{y`bh41|`gYl=A9-4870-nk|!T#Og9f{!A5uTin(K)csX=
z8cRlgs^&5dXtb<k^=@LLnZm5u0HptqCf?jj9>=4qecRONwrMy!xp3|^a^?F^Eftkj
z;-SIFH8pX3mP)v_$A9WVfXouJCQw+2YCaYX$z$wXh2oPP0+_!wI_5baQ8`%2@U7d;
zYF^&EvojGnUBXgr*~nR*?a=62J67oU>CPwfNO7gL@Xd0yPX411pd8wNI71q(@b<&_
z%v7;##l7|Z@gS!mU?v+gt7zfB7O0!9sABv71cuf8C!Z<)3kG2#!Y$3|7yv_AzJ#ET
zqgDnl^%2z)5r~ulXznhAE>jp2@7?x%UKthNUPC~Y<N!oBq)`%VBYKO?w!GKM)`mu{
zYLKW+JNpC2wIUN!zJ}1+L6^|5B9RV+(8(c~aI>A1^oluHBoFz?EAEqP*{25(5Wh7N
zC?UC*ghBWS_toC%t?AVO20of*(`YPh;@BNJ6R}atCPTL#-m38bA_)`I6f9iV`cDA%
zJf|PZ@+3v(?as5i4|P%m9$0BP;Q1F1tZ6<Hf%3#<ff!Edz?GU`d|k2J8b@G$V#xL8
ztShL`Bw1-oUo(VU;tI$z$FciRDIKs9vGZHR77}jfonUFMDAdCByN&fG&2Lpp-@-nk
zbocp^fAlug3p4}qdshgTRpPVzgagI!v-HzIxeHVr3U-a`#6uzf)yhS^FC}Gh+cNu{
zEayBrexWg3&ipLxMZw%Y$=+FK7F42ZD;s(qWES{sQ99YvJD%o@mjs$E@6&w4S9!z3
zD5H7f<r>sSiS2K#+Q4};HxWX-_Awj-i6q(+NHRNYK;+*!Vkc$~K71@j5Qq1-e5vq3
zMIn8NW2^O0%jw3?FZNkah%`hj$9{A(j*8F{9k}{--P*sqdX)&Aad=vi1e6jl+~=IN
z?Gfc3<eW9<6+um$2$KOy*8K5pY<er#X;Al{tP~AB97;JnZ<V!kYhOP)07octl&D-i
zU21Je$i?4XQYpWo;+@!fn9%BVL)mL7<ZvmJ_J)dPVq1}94u==xZ<g=-KYHcLsn@_&
zpU<jh9{k?MOsVLIXW~!)rJ7X#n|ozN*n4t0?Kd$u*Lb?N2e=^SaZN?bT@T*^@~}%p
zX$IkN_Q<*!1vChkYU}_cFaG#24TV4*?mzoTIH|k@bU8pz<^g7Re}C53@A6+-+GlI4
zMlAl%=J)jvXX*0C3mbECRBvbgRjhUn=AZ7;oBSTLo-;>p4$O+ay&f<-R(IA@%QqyR
z=^wDW^A>nPZ>%l|gUS2*RiW-U!s5w({fma(rUT0};8IJ^y|P422OPcp7(Xy_e)h1s
z1<}xmVjct!G5C?-7I~=xYXW_`#zLp3&)jS4P#ie)hc-C|zXOOKs~~vp<t%DnhJ@!4
zIVA-Gi0OLTe$e>!;oJEK4Mz|9p{D?uG0pMB{fCQt#G=Z1d_=i@+HIZRf4|O-lka2)
z%n!Ozoz2Kpvewn1Ch`=lt!Jv}RmuNrO25YcLCSFdwz%t{cBxiO4;g-8JAPq}bA2gp
zaoLRNreP*q^<D8xXUFrY&WqDsi_#bKzK)L{Pv=M2=jGMky_;rd*L!v4{q(7UySshA
zR$DAx2;D2v<0+-iI@`4fDPr7)O|tXLWSf`FZuZ<Rwv4VJuU{zvf~I=`l~N66TZ&2e
zNuN4RzDE!5nws2I{m2Z|4AX47l5ZDKxD=7Q3ZJ|6Ub=MWyu@T;!Csi|=3%3lmRzw2
zSI-F714>uw3s((!_JUjN1&aq;hB!pZFB?Lfz1n||iQqUe#VKWYT&PlfuHKIdjoKo1
zM?z3Bjav)&b<=fv!k~8W&jF<uqL{rjpajRA+Uq6FtLc^IUznk)xvspy>0jf0O`W5Z
zcrqC(EEv?_d|WZT^6aBaXsP?x>ep4@9rNmCFMc2unI5pS$lP3!-B|y(y*|19Y--bK
za_igFHJ)paf>fzveP~Z)ysJ#_j<Fex2?3r9zC5@}2P7aIW+@A!5BBv^^7V?WM3$+g
z#7jC;!NKtY<bELOko8cn$R=Lnqi21%@^20I*fO>lRb3gaZYIoqp|cjvho<GgUO9$1
z%Yn#hA!N01zH<-zjz<Q!fb?ABE$aJUG~N_5QQc1g9DhGP{EKYNTA&&rcN>s-9BZ1z
z>a_LC>5He6N3hK;vmC;|O+ZawNgGz7(NyHp6fL}fmVcQ0+%HrM;G-Y7u$cc?D`vVI
z%VZEM<vl=0Yy2ts%}-I@M|7I$LC6#nzXkFTZqFIcjdIa;_lGrrV{^X|&}`$uolCX_
zE#o*F071t40}s0}|46I?=boR?%(`yaylol8l$+H{QUb4~`S(0VMt<eBu=u&A((TO^
z5nd+pJgumZ?k2q`nV6XmhYf>K_-ST}w@5i%AgT?N)61KJm;u}y7G^%BbsK@Az(bdo
z+?`}(RQIspS6CZDis=-Pudl8n*R6p*do0)z2wGu*aFXW;tTX6|sivxVw2E^Zuj`YN
z#_NPJ(Jc{m@!#@}d)EGZx9Dvm!IxFxr%RZJy`8;fm0({qGw!jB;@bew>C^iWnWfcE
z-ORQ@gbNXe8*9V#4~SiJmdJ;%*W9m(^Fz8UK;+b7Jngfum-c`U^_f^mPR)&C(_hM-
zf*~p(W7p}~Hx_k&t}@OV?<Q(Iiesre^c*CvJQYZE@OsARwSQSZ)RqkXi;z0T$ipk%
zQPiJ@V8E5cCCtB@ny^AP(%|ZE#1OiEvbQq0?AWAG8zH{}RW(pOLvDDbC06S^V5U{B
zg!#<k&fZA%*+@Btea5RgFI`oovMiC;*-?Gd@*6Uag^rQLGxyCqo!8tvkYrgc2zfcI
zu2-^NbF@Bcv@S}&E;^xyN#HfBz#C?yQV_D;sxP+b3)ef@yLf%|jgDg*Wmq>kDFRMd
zlrL$KiDsdD@IBEV{tX{;YMrimdPz#)2?r!ausBksbyM?Uf+~?~WNus8k|SXE&P;K6
zNvu6xmH!yi?q|_^>C!rCcAW_t22N2=RP**H<8yeS)U*NoBG~xImWMeZd~gs7!i0CO
zTzH6Ah8_S?<qt5NEhn*nnw0cLc$mQZNPiK5`x;u$LneVf0ts6QTO|n+5{E^akLp64
z&|=c>_0dnMRU$T<gHS2=&lBGzR5*OrbSW&nxw&bUlEQn6!E_Gx401zS|8|?27(6z!
zQgU5fn!4+xoq;<rwUvO-Dyb@9V|jzYmDn7_Q7~Q<^M;}H6S&_GfkT^cUM|qJz}*gJ
zmUSbR&TfFdRJSN7a^V+W{mPIbcUoZIkl@o~Onv8#4;sRj-&%NQNcJ(Q*7`FyT_6^`
zf9yc9KDDA)LTu!ixj|a6!f{beWosf6bv}$D>47^_R+{Us!#A!suV<DhZ;2|G_M;#-
zn~0<YB~y3iuYp8Z`-h+c2Hg@C-I5U0wLpkI8dbnJQY>%|z9MA%#2aHIPdLr0wBBt&
z4GovZ4DF<n+g>My&?n(zk{kMyW<-+HpC>)vO%mZs)=E#NvrKwrnOyZWd2BYxNZyc1
z!HBu>FH_?fbAS}nl@xO-O^mK3fI_tS|2*W_^11_ukSJY|8H;M)5Y-kAgnzgv9mR7F
zrqmO-h!^l>=!`)P)7<+@Cov2fH+gnuy-|PzZ$gLtF`~`7Np=-f;T>W$(Uv{ODj;Q8
z4FjaGZvi?pc5xN@Ss)b3)L5CK*CHx^NHQJeAO#AB5tOtCjnu}~%sNvIZA4z{#+84z
zCMC7)x&`?YU7R-({wtCZlmqL}!@kMxNT6WRg^(-v^Hn(iq)2`DDSDj*F{vq9_StHM
zzhctt&HJMCq%^!fn8HP;!*NdYIUe!|8)}!rf&q{CZvDFWLah!$!3J1US=6VP5G&JZ
ztg@y_vS!A$rW3VOQZ>`X$7ODZZ=N66qY+u>b_U<(fgR%RFAUc~c0HrUQOEZm&+#7c
zyM&4zRel7gMTW0DA~p@*vey7`0$*9rS&L}J$CxClSa+5~A`Z7>nJ3Z;A6U3Pn0A$$
z-mW*Ecw1_Pp+_xrqm!#AN*ZDhY5$=-qc@wgnAxhQ-6BrGI|N!r!mv^1ycrcf&adPF
z2cYOtyI4J}eC+7L+V@8+DetSewwy(RZ=uktgRMRyusiBsCc6?=<t7F^ok&*Ak82w%
zjaHK3xnNg-2tI0sl5)Cw%51tD1Y@a8DwNFw<Lyf_!`Eov9ELvV0LOs~-$%TnGgN}<
z$4HGLVWwo%Va(Bgtsq-1t;c8t97poseTLyr!%^A)L_L!F6OOX!6>q&~2q6Rw(()s&
zA#foI-J0+EL=JM6g)7M0x~ZgZL(@NtAa}^VACdk7SBS1_>Yu~=o}Y>sXh;gYGEGQe
zLi9^IETcE;$Ptg6b&`j3ay43^8<C+%t%(##OUtLq+Wt3Bzy=G@r0-FqAdnRiPXD&W
z0~<;n3avayy_LT`6oiVCQo8JHcxOz@0wI<?|B==Z^EpBO0Q?0DF0}P^jsJ^iXLIW)
zuiSK@dHN$e%_gE-^J$GO`4JKuN`V2tU+ctzB|0zSBOciLe!={6CHc~eTb?&Cn=?}C
z)G+?{#P@yGU%R_E30ZP}zt@V*3P+y_!56{Hf&(hJ(2bhSR{QTXA5ul&Yl$QF0@)%T
zF<^fn!@M){@ICcWH1z>^1ch+~_fzVUpMZG_n)wK}&ZGzRp8x^~(O?Jm??!EWe1Utr
zf}m4^MVx^vkNr~~yHSbo)0=lMTmJQXI33E;PUU|h{VuF+?pe2yc}8^k{K)dYwb|uM
zLfHPEna{ur=y5n<{+x<&p+(^Yqu___r25@o^wp(`?KD}3Wk-g#UCW=uFBK<!<<YoC
zomWbnAM=*rjPijJY$LtpLUnG9JbPA#@|ot6asEy}iAah(Ci33I-WWj<!g6URSvNgE
z<U{NwBol}59$+0o=qxSZ8G5Uisp2u{rns0zr6I=WJB#)}2wF;ZzU?}%lC?oJ999jy
zd)IuS!G6r-(KJj9L-{O!?Vp{7;@e<HEtf+kIJ7hdTr<=>0qAi!)u_lxC!7v#yYoJ;
z=xdW3kJ`{AJ;nA5g*kjw<)b9j*{=g~rK>jQHw3a}s6Y(E(gE1pg&3Y6&2^_`R7`SM
zl&4i%L5yEcSRNr-2NTVQi+<5^b+FY`)i5`7bb4y}Lf_l7^Iz{O7JO+kfojS-!DqyN
zMZcXpUs_m>&P2_=JFU-%Ml}VTpz9}44HGBJS9{GfyBCBf>t|<mMEt_q$AESO{;2*L
z@q)08x>}t^UE#i46A!su#pCeT@JKso#xX$)3#>Kv=ka~Bd;7sq-=F^8SFJ~V-!n51
z2OEDEFT2j>3D3`BujC$_J+J-kO}5f@>w(FG@wWkWtK-k=xzi_!D?55P^vlxBD*|OJ
zRE)SfI0oIzp3B+pLMtE?>kgKe(-87aC!f2j1ASuTqb$TT<_N1(Uo$=ZUIO|%T|W{$
z7N8F3Gy<;$)_B=mu3k-xq3TYy2)kHt5IypGz;`f0K7fs8iSR!3Ooy{&L0vKv7<rI<
zodbM+x}Q9+TCV#qgwJvey((Tl0fSI7RRLG$v$*v7`j4D7@9-7Vf*)pNJy$wMLdzf~
zr~6Gc)noug3f}0Dsi~{Y&Gxl4!}RX_Ew3pEiCmbmAvVC83vnCc=`p*>jt|Y##GcQ-
z3NYy^xyn4<nGJY-IbN|n&RtkKZEQN6@kJlXZnm{<valGxx|6i#oVjF^xMK5l$?o&w
zUdrxj!uE2+Bw8N&b^$E{UVp`kcA&BdL$sTxs#&C{rvBp9j^Wdefsf>?|B|_D)1z4?
zrBTV7=s<DaqFE`W3BxIg4;l)NhvBGJ5d3Bv`KH_7r`erkZ>}$XVSSc<E^)_8>dqUu
z=x=FZ-nQFID~O~vgpVmNo&=XY_qmq})lEg^^oXDm=Y8V@ykUnt>iB2cd~y(+mZ1Fm
zTi8qO*vU^UwW6Y~Zmuhzk|GB*7CCOTj(4GdM$?;d+=%=Dl&hXTT7qVAL2%bjTNbFE
zmwpgf1Ru*YW69#dV@>ys6vvb2##gP3^D<b}xSc3o<o8*cy%Xz{9aNus5|R3WlKuL{
zCgl2Qo$xjAMp@aP5R0r__Lq67HYF4*L2*>73PB3rWZClnaUd1>r#1vkUAoMi)zb>q
z$_-m%lUnJRQ>dl&V;qFlQVZJQG_A@CbNUM0?;-q5%6ud0cc-4njagCA@b-1Uy9Q*2
z5|j5G%@<T)<dhsphCaQ-MVEy2Cs>saw4G8D9ZckQwP|L-^|H4h_n8Av$Aog|y$Y3f
z)v^q#npN^Xy30P0oDq%obRC@HpC6H#$CM3^)O4pBZMjAmynzVo3dJf7ie|qk;v;#4
zzb{DsLg)HyGK&&k<;_g+3~tEFQ^D|$XD4D9i?%l-M<5kBHKP?%ZU(?b*K~bFcp$Ph
z7F#_zbm^!3g7QVQV&g29>TUZpH@&8jVkdP?2@p^x;#g{8&iP0Els>BHHN`E6E+m~K
z3ix`~9QED3V|I*_6!Si4gDeoHas>6ktGtvu06PRg3BiUo!yu3V1u0EVBMld1=3S&*
z;tCZdV!?fvYzxZWg2*zkzp)Jc5(#K@7K^w_QcA0<1FK3_i$n*k-K|di?Uz4qb7YiQ
z9=y`N8a=HGB(`*dtGdH|8tMoKH<PUCwwg^ffD(>Qs|-9EZDFi1Q&;%X&3^uO=fmko
zYh<j5IFZPKJKfI<_h(J#>$CR&dtNAXoCE<OVuRF?z>}5`tO8>LDIKWzjgjqe4%$3a
zQp{o?tEZqLWoA3mASY*c+K<<#lZ@lvX#o9vS2M4!FEBZ(u1kJ{ibPzgmG_H;qZDb*
z${R9X7|qM^Rd0~$3u%z5<9(nM>YedhGpDyMzHc?mbu?UcJT-MBER<d`^8+E-)<e;?
zUsU*Dl5Jv+VGz>z!T<2Q*f&ZDF>dFvK5Qdh<Fq6F$*FAePV_mTtO4P9MK=r|2;dx?
zHWvRbC>#V@@HYMnwcHBej7k^LAE0kLk&;hh63P4IJe0vFr)IZT^RXkm>*M+j1`Zzn
z<M_CihswFs!H_k2R1gY@3!QvK_=V3EpaJ=dh)9|}kHOU(j0$KmWx_ps!!)2D(`0P>
z!z6f@Rl_=|sTYXP3=OG)XfaW#DCioAY{|+N7mh0Zf>VL!igh$!D+6JnADCMCJK{m#
zwN+N9c7*9PFDa=Sn^5zxp;4l>K!x)jK6Nx7B_EiR5+`&3#(%?xyo+Ymz%yfd5_t32
z`blqTgt5KgO7y-2<hNJTeg(0gV=;YQ*<ncdDr>VG(KhbWGpM207A+N5Rb!96J;HpC
zoz9mZhe0%~`MfJIX(dL3dBnj^GR;s*BI)@8l(GUyHpk`SL;u~@r5co?{c-pt5oV!O
z%xGwvucuoTzYG1V1iQv#O!MO&=ts!{j!G3tw+VGEKoz7H8VUR`YS1l0nkzh1=OXZE
z>)kU`yQQRk%h*5`m<^x=rI9|vkpbnA9?hO{<DNfCJ?$Dj!)6*2YA#tQU87@T70FOi
zJa8|B=mux!vgAMHh2_w{vZp%%Fup3woso9_k$(P>R{oI$VPL?8n))(`%zD`G!gHmu
z;M;xj!zj!NSRO}m`2V{S6y~7^P<JPQd?n-n%)RB6Aw>*60MD66^_PXhf_Nu$H#!c$
z83k=w=isNrg>N-~^^|&*ta>w+q0b#zcql^1l{~1)Ltvl8%8|TbOim=Jw}4D}EQ@`W
zLsQjX(&@bage{JrWcoB~dqrP={!AH&B@NX5bYK*JVvtO$n+P7)r32!chmGI=F^V3U
zh?M@j1xA%g4ysLud^HOWRr{6eSX*IKRixcmFN#&k{Txv7(IBmP+cgXk7KcTP>VZ(8
zn`{I~=nB;WTE)2uwg?uc3zX4II#BZ*7f!&(Jx+jHb%Ia$&li1F-U)sH#nDQqqk`VR
z&cO~B2W?+2(qd4~9EHT3+8w7GHwe0uv%14oyv>PU@xTf2`HmzEDwdpYC8Vujo#6YE
z|Kz#n)@DwUI8CDB_Z~1h9*;a|n>&VwK=nha1u0%=IABB1wuH>TN78ga)+wc|0SG+_
z(=Y9xC0ztlT<?7Mn{ul1oOgh(igl|;q>A5uOqFkpoGjUgY}F@V)kh(jJOGHrX5uT6
zvgd+CYJEedaI6di)rMB^yAVWK8}txxZ3M#ye(@4`D&`Sv{5Llx2t4|aMYSy17s0`r
zUP2AXozUu-q>1ud8GoYXH)<Y>w;~m5#4I;>tFHY5e><`pk*}xlc3&R?Hu#5a5S;C}
z$at}t)?p|QHDF|Ddu6FAMb`pm{9>@Fi$~%^Wx5br3?^SB)inIe%W+KPN(Hd<;C`ul
zgTR&l;UI-&&)0C)cmyHBzaD@qO!<kn8LJ`ZzaO*6YA)wB^&4mmniw%OGGnBOJj&Jz
zy}D$~Y!V`(>G?=n%0ZL%G~RMX28jCmHIZ(rD5!3rE$1^kh<h=sZB}f5D$Lyo_2fJ}
zTD}$f>7SUTU9CfWk8&8Ie<b7H<A6@ORToCD#Ev|Hz}D+12)CTJM~n;xY?r7Wn=0el
z@ACx@k61uUwEEjA``d-!?MQQNGSCCS$*&Za2>^NkxZY9bwmSGZAFiT^L!*FnK6C>U
z!P_3{eAJP3NIO%~ObnUz88owBvf>_`-LMwCT7b&*dC$DABlg5roBQve-g#Il%U9D?
z>~v4Xh60%QB{3-P%^-DH_QaP<Fvry6=MEClaw>NO26ZH$r=s7x7RT;%lv*wO4czGE
zz`@fUaPHO3K>r&x`P8m_8#8djvOSe-oysen(`(pYReacAe%ZIkwzKLpSkZHC`tPOk
zB8ftFm`pgqz$grfrQ5Hcqv57|&FIuJ=X2ubHH<!LP^J2+?zj7%>$Fhftu_6X@7non
z>(t}piNT_bBtj;`b-x8XVe!%$3l7Z)kv?As&OlmjN_X%&l(Jzi!jJ3EG;x+-D>aRX
zV*>q|(WZ)Kttp@}c~3(F!NcS|K*86dAX!(e?SNd9@#ZZdDRZRHvGcJlP~d)(Ps%sF
zpyivVGGk)bVCs2Kc}K!cO??psW;t2~9l;}{&Ls#nQKP&64b)t@(GruA)jye4JejpK
znUy}771CaISea6n{_WFJG5uJ$Tw0-`Mf29HuDT+Co>%<UypKOvpBTh%cCI$hG@VXd
z&LYm{d=9YV(M{8clR5kW$tz4r^C?hub8uyyfw)+&wkB-rSQEF0<_Wa8#mkq(^I4OE
zM%=VFKjOH_$A5plNe&g@aRl6MP4>&^yDi{=?;mG~_?F!^zZaYv8yBy(?}Z_D{&}#U
zgXJcyXR8h_<_4s%znM|^eYW@mSW$2ix3)H4)(-}tmKpgwt@o^mi;5U9LZR+tG;tcC
z(0DXj;fD%%v;Y0sTU6kivyO`TX8FdeiKZ7}2!HRRrP1y0!O*=7!VV?2Eq)d^F19=E
zn|d8i#>@3$6pQY9_EGVH9}{^Fs}e+tc8Smftc&^ai<3<j56^f7NKKb62)lm~&mYu#
zUv2KXJ$d0y^nW~kpj{&PyI8i-o(xY`pmMf&CH;}B?&{nYhvwdb0z(7f4*vT)woCfw
z`E%{QJ)@JfLQRXKitRs)k8|2+`IL17^=>kcr(`r_*DQ=i)Fp0@Ki!<113El9z|(`p
zmfk*&Di1Xdz8oJX|N3Rb!_%Rt7@lGEZtum^&p~#v4=!S-AXGQjLz$rR`#UWY`HD)u
zT&=>?$bHP<?ZHmo&V*&C)_YW>4ZHf6g{a$4O(-aAnV#8l>QEkHgyv@8b2G3H|6%#K
zqT7t3$NI(ee|BTaIn8RtVC0`V_Kfph7_a^`ULE}8_#{&A-kmp6qF!+JIO2k%<+^?J
z*c)=iV!Bt#N2H%-C5l2Ug#tZtaTpGqt%~yS+KO&BdY4^KPBQ1ML+4I+<kTl_deUFA
zvUc`%Y=_YCPRi2v)TUgk6Wp7z;Pw-ln%mE`D<}T3y`;Mj3XFX9^7>n~-Hs?2+8j0Q
zYTZrs7ipU0YnoJ(##)=oQu9URt?jD*d7Roxs8wC#3m~Jn@auI9c>LdcWAlSgUp!g1
zHp(KaU^KjQ=65jaay`b<9afnORC1wA7L<sMb~ERWl)}3>p1(*QRqGF_x@6}bD&Zje
zTMkO9e6%5VC7f<ctljoxab1ACAOF(x`(Ht4x6K_;?o%*J3)$W7@a`j<)!K>_EY%V;
zUE4eTV4Qzqihro1vSpy5d$gSCXWPW@KSSKVz-;#ek;t$jSq!+_vFdL3uaUlr(V=Q-
z5id!x*Y`@WWd$d{U9fMRY2LWdo|$s2RtSsPSm<{T{>3V=>s^-Hzejc3U!rfk>k));
zmf!g3)BzogQ~+A!;G!2u*S|n@!xvIdez{FktKRpmF$TA$p4~niG+MPT5N<Fv@vqHz
z4C^f|DXy6_9UC*8oqgJN0+zN=f=$wpLP&eSY=-tTq`}Tb&7*^m$cRff6G>*afNc{A
zLiWo5mH9em@Wi;n)6nCHEh={-x<HsLrKlra@P@lRlj^O_R+~?k(?!6lzl;y&YXZDy
z?txGRUGQ`8M-2iQUghX6KVbMk;>m!O^BuejFz4O5yi(!#P8xauCI^V_Y{JMF=8xm|
z<;^FM-0)tx`z;6vsYEy8*xmBPnd5Hkb0ScGaiAi;LWTjq22bL$*8m(3oDzQ#LCCVz
zwlA(b^fyT)h7pw}iq55B{zwMO6|xR6|BYO*Uv5bhfG>}KLlN+v|BzG=`gc@)9QZlD
zr6+vh1gxF+mP3QQ-Tfws5=fOkku*LU1`>+gi`vOJEY3KL$tXYO$a7K1`=M})F8I;b
zZLJ-V$mXVWRpis2_YLXHp2Bx`mXM@MSD{2%2xu@J@F=8f9LQ;-ldQ{*prkr^wjocx
zQ)Lc<&Ux?dIGcAjwFhxYC~mjSq>-lInRWMe*IqXBCHYeL!Anw|mbI`yrONqF61&|E
z!B|EvIsHdr<cgpWBq)xaBpX;isK+pJW5neXtYcpOoz%+}q@j7j!u<9Ai<uaWM1Db?
zRE5`t-*A6Z4e~Ypc@-U(R^HnqxCQU)Y55cv#HAF(MHa-x3H26|XTc!<t`XtN*Jjyr
zab54<^AZ8k%7+Uo`+$HI#H6XId71?&qKuBNYV019<LYM-Qz^ertt9IhR*pL{$AUpL
zII2Jro<Jo!UYO4n*(8}WxiqUCmS(Lbc>qjUOh$bgefltiPj}7v)q>~7J{D~1wkB)X
zZoAx)tG0)jdKVzB@Ry`3lnl!J(Z6MR9rkX|cHwd6RuwvUf93iL3HV$FbrgFng!?N0
z8=M&y3XS}JGvY}A7EDwpw!{YMattD*ZV-{6_S;HEd%C2-cq$x~WNho!b5fq}k`{ok
zH!R}Kwd&|W6)=qc{90fn{L@J6hf%q1k;f19pE16l(#`8aT%*cea|$)nBfP%-){o4{
zX^zjSejk!no0FKAQxcn#*O>D@HzzwWAtO5BcTssnT6tl86r&)iGRDFZV?su*ER1|C
zYx*!*6}jQ2&b|R>W;-Zov0)edQpPx73eZ4PGVu3R@F?~qB5=P06Y&sg*nsx09yNf{
zo4(*~ds(?kW)w0Z3LYh5sT}nKG5iSlj_pRZP>0PSbZ!Pwwhadb`sAVF-WZx{;zRL_
zV!<}}(1G%f@xBx$5V?{_Id4Urf<A5W22yeIk!WSIm4kR=N-T8cbKRXsenL5{$W9Bh
zaTB#c9V11gHqRqV2~~sl9E6}X+AswFuUDg5@7kauG+d&O(~ECEEq0rEZgLIb^H2Jn
zTqUl&4LXi~_cCe$_{p$6O`7>c#&h8>;*xf<IGzL07x6=b|6sL>fGoL<t9V2wSc>Tb
z4jnaU)IiAou!i_saReRzS<~a7=#dDm0fhT&>KyqOP8MS&zYC{*rp@0K<>8&Yr(%t6
zIXBrXqw7{D+>U;ZtvoFmY|>Aqz#}E0ng(J?{F!&2C|acZ=L@aA(mQ0O&=5Sl@o}|-
z48chn*d2*u!tvZA$JsvAUl=DRYCmFH85fSIy`TM<0Y{SR$An0#XoJRuI49ZXX1Zv6
z5!ctgmteL9Tx$qEtCaKmcc$nOqa1Q&(H=m_BgahMswzH8N8SpbZWW?>&2QX4jHgP#
z4}XLnJ|9?wdKGI|lxUSl9Do_j3$wR0F}JmFp;8IZASetvlgCo0A=*;&C)nS^N^;)i
zz`slFXoq#M$^zaMu|x%++&=&N8iDY{beG$*qpDs4ZY=D}W_R`cFbh;yn~wr*ux(PJ
zQpO$;udK?@3shUs{GuowgACrEGVjWll6nl4vOxB?Z$U<dg5z}4G}XV-O(3);GOiQh
zDla>=$ZDdeDzw)Jt4!hZP6xbHF2by}j@(gRiiJ^Gv{?q(b*_sSTMU#p_0+$Nbeh8;
z5(2uA2QrQfFY_~PB7jZ`fpZcL>Y8D)RaW)7Z+K-BKHbO3N!A7Bed0TxHF)qC{{!Xa
z^P^*@q45-112wz45L~5Wrk0ufqP+lKNg0GwidmwP_-_Z1bxw){$VpzlE?_dc;Q&;I
zOgaaS@LY;pwf-N;$F<#=JHa6EXD8P1jSzC^^<!}VZo^CKU1&t@6MQIYK`i}B=OvvT
zb?MXXcPE9zZlC(70<wu`1QPUm`sx}6-6LKa1UBvGsuZl%VYg&m>qXlJ{zM1eX;UaE
z4OFJ$=fK}zhtE801jIl-f}^AN$ev{A;)CiNJH&484T|qR!05?H_fQyyW-3KNW!94-
zd{1k?msrjDSopzL0&&YP9o`&rtfV#!j2`@Xv3@mnWxWiw;$aDFlkGI||9y5S_C~ow
z4##tI5A9Yn-7_!m&(Cr}|4as0H{PB3>~nsKsz5Dph_<6apg_8d`cxiP7v3i<z-r_=
zzLgZuONRCW9g6V;>p5(6d?P*f{iCNWWo=;?hbo5u<Y!K~_*Jk{`Tp_RW1&8=;nBDX
zxc=MU_m90K!5-DrCvReoz2DQn`UpOJ1Ul8CInbg$c|v>C6H9$t<3sVlljov6bA}e>
z)m3}AwcoUU)yJH((|&uCpG|a76W*I>xvvPs#(CcU={$7)sw>ft=;K9v`EkF|=hfNz
z!!s-SK<v_HTQll}jj%Ye-*hpN352Txi2PtynuuFFpC9o*DBl0vb!L4$dtQ4s{_)J0
z(5elv-D^GPH^A)pAl+~>uCJHBEvGBad-q~Z-nch3xV4Qbr2X8V{ukiURg&wsmnlE|
z_H?7-v0!sk;OX>>KbV7cxe0<-=@FVr0kvCyezYtH5bKw#eN@f<W0!p<U}D5O!op{9
z;5B+(qUQ$pUsw~$w|CkeXU@w8Y;>+?T0J~$!|b+zSx;Xy9dCXDqEg>*?;s1?W{1E*
z3i3elNYD8)48jju`nx!1kePj*Oc+wohQzg%@cH>EPLI7VTLyMptY^<3G`j)h%oBI(
zP^QR43zN)$O?z5h>RZq^^v7VTpU@dU&;9F$_MG#TYr|V>joK#`ZoLys>m~h~C7Myf
zF?7OFbi&cprP@)Jjq>%m`2cmWUj1V0Uwx7H(BPmY*ZTdRh;rA}pND^5o2AnKk}%5V
z$s-WL=d9F#o34JQkFTrk-sr6GXq)h8VuKouYF(PjmuSnVL{Tpu-B^Za_8+ilw#No<
z2%$eb$q&GkDUVnf9qHrlaM(LR+?*a!aa{b$_f3(xo2~`J@l5r?2F8U(NBAc?<e|?3
z8=m(z4x?O6c3rG@Us!CqTJAm9TT%t7{z`OtpXicGyW5N{|8Z1hk0rC`Zs8to2(p#7
zR()3zdomjb0pZI;73>~59S^40SjryANlbZ8-?jUlujc;b{bU^5Z!s|k?dRC7ji6JZ
z`QML9$3b9S^zTO>PlaNh$*rg)J-pKaE>ix=5yH7m8i%*BTy!_vvbEZIVZ5TbqS8cr
zXJ|@hqDN?Y1U70VKKn#^z*ulhU9Ll2j-8pg`(4@J81%a!fA}*UPJ#v>Y&bIhdC_OP
zXK`A9#yuzbi99wmRh{Yay%}9$Lu(#W9kE9y_aB*1-Y6EN1u-~fL0%MqC>U&u*<O4L
zdJpduQco39OS{c?Go%EzQ#m?G(+Zm&19?K^+j>16S8K{zxXUG;6hD7x?{t`McK$P8
zO{lgd{L$R~RW|6f<bNkxO)6_$%9={yB)fyzwv(x=qnXS4<c3)FT_G<ivDXqMhh<@p
z&Da+v8I^fq_uDVBNptybJ%8JbdgO2jRUCRuNbdr6x3(zFl|Z0A5madtq`s0Dhn-F+
z9$l?{cKdT?kywrHW9s&(gg*K_lSkyL9VbTZh*$R}PAhG;Qa~U;IRXRiNlnbQXL04e
zz836L_TpAOsl5tcF!?qI_s=3UYQr-28hY!pB>7C^gVI!EzP>6%msBr;moA?+RDe6K
z6Kz#|Qf=={XxqBEfJS%w!wlx@Khfb;<~x(I02C)ubRk|<28@lIo_x5kiu7+}W`Gp5
zn5x}@-;5&$6-EoXSACpz<yKJwSb2ufUFa5fNieDaRry8@8o?Ne#)9dBkpuwKn2tpQ
z1Rn?xMmYO6G;T`p!XV_qAkh6l)8I)o6*=PXoVB$d%91{{YA5>~EJZ;|0GwcQVMq_k
zMewT)>Feh}KMf>Y=^t_&9u8Ag@<1;^R+J6n<>?<d%<JPls;fA?zvtnv2SmH;M`6Mt
z&q?*(RJ-VslbgdQ$#cHn{;cKr1PoGDTZ=u6;aJ_2?)~Fe5V9erv3FZ@OGK+C1B!Bg
z*PlF7&^HzTxx7`(DZ;8hivhA3%=(9H=sQKaPB;pS_`IcaU!QCPm#KY%NZdj_=s;zm
zV7Nss_3qUE;Zd{2u2B`R0L9*iqiM#)DuKy>@M`<_6-IS=p5K~2eUHi+(-&4nc59_R
zcsBD*m^9}GF05UV5rTJ4YI#UX`t3Ai2_2uSic^1oc<_<^o^MFjf*>z1<8r4);9<|q
z4+GZ0lv-1-(^j(tS|`oHPbsqYQDHd#1C3>YkE~zePhQQ)jQm<w?dXikVpai>lQKYZ
z)ni&Z;4p~2nrePv2!U2Z*2P7aiZ39*n}zlelkR9|=iDx3En->euqV>vlK5SVQ_f0D
zmwbTrIUcU5>yreb{1-fdfZ<7mNY5~xMF(VamjHc!WxYxEK}ADw`Q;!AMzFn>0Ubv)
zC~CeK&INYArNl|ZPNdfc)p^<h*?J|Qdc+aCnjxRN{ITH5xup_bt~uP`P4|$OvdUW<
z{|PC!26kBJ{)A)hrZa(*jIINw=#a-SV`>KCaQiKYauO0k%rX`%Fuqe@%vWGckB6z^
zRjMMLVhfC8Q=aUS@7~6t&Hm-lRz`ht6%hn}8#_%p4ITZekb9o4LdP|gCFslmQ@RNA
zPBF8{E|V4~6CD@xNjh_tWs=m>WTV-n<QXF-1w&?eqyJhJ1Ef|0fYpszmjf^C;to89
z{zgnJqgIS(&zlh0J98n-ZnkuI$Uu^HN)BEbk?@t6bweE=%2H2M))7Ur5|r4lSYuFF
zLq~j@<l8OiOxDc;l!u-}mtqS-#+w($Myo{VIROhb+gynMbxg&hl@`G>OrSkV;SSg;
zD~%Lh31g`}r(M-dY}EjE4V-|bi5CVC^7b|4q?T-vp*EfBzVWfg%4vBHFz8MY^pj{d
z&h|%9LuEawahM(rY`a9{OfoQXSdWX102q>-Qo{4zxP>87`0&}?J%xX#3jd7dkI(+Z
zj0PruCToS7Up+OZ;>BaURceOT9)%&u6R_y^ve_O6KZD%Uym%~H#f;jyX(0kQ-ZDjc
zRdHl4O+rHoCcp6hj*1}*Vq;8J>ReWq5-#n4@Fq@Qo|~vUJ7peC6Z7*8B(iRA3<f!o
z9xra0aRA#vA04*Eo|>yG9#<NlR2t7Ymo)TfJwA_JE6*^>o4pfVf0IUT`>1q6wAncA
zZI!^f=Ihhd-r~p1sjPjY8apbUhqXE1D%3Q-(<VM)7SO}TdB}?sK&*&w;k!?$r&2j9
z`QjJQ1D;JB3tM~&(`~aB%EEylufntH(%}1NAqCYU6yF7@%v4jJnQc3oI`iRqI>>QK
z^gZAM%G;h7ao{MRmm<a4J=~NF0vb~dIN?{(R)(2|AsswGs=xCj*mGb=n3h+ugmY8Y
zD(i24B1!VC7H|yek+iht-FsTLC+h$W!ShIM&RVb2#Oj}gaj*B3-B}(jhWqKK{w^7D
zO1~7U(}gl;v3M};`lMKj`(4!UlcySevK1muWQcx;|Ck9wMGtHnU0dqi|MUu3T^(S9
zU}(ObRQvalcRdKL-7_$a0TNK{VQ^@d+oSnEo+P#u*s_sIXe$SN35#fdrTu=>eDqlh
zVq-A<2g2=B_BVdFy{8rDM<p!cl@_;G`Rn_&^~N8oVNAGQY2Gq@C~Bx9I)mhE)lKAq
zjKClwyQVjumS;m>I>r4T=7&K0V^R*Ih4cfnnTvCQ6wp@DW{)IG*E_LTba*~3E8AdN
zk*M&G`vDPuq^PHa4e|uEt>A%wp8q<yt2*q@bN^lCWLIvx05<wyiHecXf<wpKk@^FE
zDZDKk5t#t>X@wGsuE?(2v7xav1=x)LBmL?Ns`R4uzla2StJ9X*e3OZC@fgR<mi4E~
zef8$OO@^HNIqSqJHx1LmWwGhT=~zs3(92&N*h5M3ebK9r>4ER73G4M&_la$Y>3TmF
zt6H24b`{M!Nkv48Td*CPhh`hMybGj5`}O+RL2D2b`!FJj^^1ZD4^%nEBW6*0{)70#
zK#D7pXOxtdF`=cn7lE{mvqPj!2LEDP8`vhF(aqsRSoVnMoubdpG~Nu5v)#V8J{_Vv
zIiKc_E;w-xzff&)3W&db$+#O*{E1l9VA*J#4V+SOQ-#Rcxa9Y4pq|YMp78Q-T7Qvt
z>r0;;>nrN{E5E7I&fxl2!`y)gB0mb-z#O>1<m^q<UwT0os6j^zLN%jcO7t%gTHN=H
z#lql!5in4Q3QXOA2m>v`Kt#BvYTR`br5FJr(rUi*;IRLZbk<=_{eK&$8#d|QKw6NL
zhS8`<Nk~YFl%#+(V}OK&w17xRiqa|FEz%tW3F#6TFt+D>e-Hlx*R|{Hob!3d>%MOo
z#Xr#C_%=<K=O^%*pFU=YCZbrEy;kXM%>nfj%D%oxvoqs<<^=ixH_3iQDtp|A#vDft
z>p7Q6s|lj*W2Crl{9QRR`iP>Tqzjp$!=j(&FY?e|*Ebsgp#Qk(;u@jJpcCYChrW`k
z#9UZj#jbva!@aL^b&s$&Kd$D4Z$+>{mnV?lHyF%TK?e*7^sCH4|JirIqPIujLAPkg
zTF8ZO7$j%i0v<SdtF^Ym0CK~4SMEeDeObGDdEIc{?S+gY2k-*6Wwo!}2(}kjZa-TC
zr;1isggMZ-1h&7o-`qC%u<bSZd;eZZArAP>s!UAG)i1Te(B9&CeY@m>KKax085rB2
zpHBq}=P01IWHwdTgsuK-BhR+(a&wojt1EYOeJkaUWv>37#mG4*?kl!mEv|q0bm`u5
zvb%krN8Ta@=yI7vsRrRnW%zqSN^I<3WF~#L2UQ~#vblhrej++_JGP(`6zI_iO#hJ+
zM@#SgkJEvF`?4g{2@9%rJ={Iq|NYLTxyeCJKtvXFc&OM40&grLRz6)GNw)?6sir)<
zHD~daG<2^JG_^==6yPnFe3Z|rSSBq{C@=Z-p-j7sT(FnZdI@FyfN^8?QtSHDfd+DO
z$sE&;%agLmgqn><nY$1E*baw>KSc+{21N()on8o$pFFs{8oIhrn^A9Q)Jp#(exjQ7
zJ-8-C`)jySYdK*OXx6?H1f+17EB69?v6>Pi9!#z3pJ-B(bhjETi^-tPktWV9?wgz7
z!(x#+?Ye2*YRPAf4zFc0w||<_`k8$SSTaH(RT!g~-J_U6El;IBzhxMC&g-=S;X~wM
zy2|=l)<IMxK{$Snlvj=))jkRc2n5acj>lYBK#n^^MIF7!`aq@=Y%<j?Z~us%fY^W@
zLF}tkiH6%VGOJJEW**5>1)eIQ;mSvoB{JQ$GRti;-SL^}BvKT%kgP;Bc(0XnzWU*K
z#p3Vc$$_%b5j<4>_)KBv`}*Yt>EA<q0~1vcfJrfV!)@-wGx4Nu`f=5Gbfex!{16d?
z`>!gf$Pv;c61H5X23YIwxh@5{cIBU~ztK1(oDj!9ew6?pPa~g9qMT0Z!chrT4OIf3
zFbP{mzKCQ;k_A2dZF+wt5?VVb1D+|EukUfq#MA1jCtl;K^lHVm%Eh%D0iu5yU$-zi
z^uU^MU>SM-TvJ_qQ>!9VtI(whzPTa4pRrE)pZ!JE$i@c!&C;q)!%cCYIsp`pF>LCo
z+{#PwsW5Q#OO`ggz#dy(<M*Ha<3ByhVOCSBiwgYl@$&Tx>q5<tEV^14?~$Hccar=|
zmNaj9;cGvg$?AiM`=+P4>%*1*{^C37cY<z{@RHcQL{k1h$YS8qz-oWz8@#C(6_vI%
z=eXql!b@AK4>+)J5J<McC>A?sQ7Bl-eBZ5pZq2l9W0jc)&vvWlBEGaU6z<nlvCh%k
z&20F>aLxTYC;7iZIBx85k?-gKAN6l2>VxYB5Ea`7c(^Qj=ZRgQ$B8(BCb4`mbZsQ5
zN>6+G(>_W{b;IOsZiExDI9PzayX$#z0vd!{-x5#4l}A<04-1S@QCS0r^%B>JO_+T5
z4;vbiJ&1842}uLoF{tU=>H4;jT`92F&A%Q>*yfE;`oT$HJ2D*gnI%9<A6u25fCTm=
zH>3m%uzwZhMFvwX4aL5cY!5>^iMrTbE^x0;JbbhvNuc_>+U9f<5?Mcn$e6*-1eG!(
z{#NS~VCej1N$9m**2u~4mQ9N^F50i}53nu2wmLz+#%Zfgf^BWd<_LX{l$$7)87{)F
zC1m(`Nh=1KKKKM*f$u6uEE#XYB6-p%d)YMAuMLVZ3pto+{X6ng|5MHV8&Wlm@%R7o
z&YciDlhOWAFsIOoyc)q5uU&-06yEPbqHG;X>9p==$Zyk~QxaHQf(>u``Ivv>JwwX3
z8+USF+oawHHV`x!2F~Z>$qlK&Ow3nIm1i^5ltxYDoz5ukMJ$tjWZ{RNP4IDqK~V1%
zRStkX1)8Lh?UAM4$*ZRKp0BuJ*M5kIUg{@LcKy%o=mk@AI+UD`(1f+yk99utpT_iV
zl5WrpJj;ekvgcDy!=mFjFu3oMAosx8m{`%NzCMPr&n0{h$PYu&#K5B?{wlq?9g&ls
zQ1<n#hWq(B*UmGB+z;Ea)tt7ELvS+G8t^57*6qLk5noD-059HbG%)jJG%(1QLf^wQ
zgP1&6pUxhw6~GxEUaxNzWZ-`Mz?w}3AL`$4@A?G0ZfV{Mhx@$<JZlTe0RiZ|SACUz
z3pfaG$lveP<jJ=0tYZ%^R=WokMb9CLKz4zge}ye`V1V!y2~s^mjzS`|k|sX*YZ8k1
zf{5dS?v6mEO+&BE>~TTXABgh;M!Cf{{oMlIVRBK{^@zmV*E6+EKwmICVK!{j{1g%S
zp`C|}-JWcWp6qg#%(#K9_>wG=iYy@E!{XQn=7&$qDxN-d8~$)4K*nBnmg9W3x(5Zz
z-vbBim3Be_xFNu^pXjtd@|4G<M&g5}bDIncOf8d1O&<-mQ5g|-#NZFW9EtY76F<iy
zD+>-v$~VI$$s~+RhyAP#qk+B`fLWeuHKA~)5o4SVgcP;fG6Vu5sYNf13N3(Icsl*(
z_aVPdnB$<o^KcKW>RWij*DG*A?*%~d@OAjL!K+f<2LTULq>>(?vLHc!y2C-bP=i&&
zJOW9~@9?we;n}2HC+KO7<?vfY0X{+?r_V^~Of|3Bwkq;@Y5LoyhNp!UW_9hdG?>KE
zN$p3E21TTXHD<!%`7sB|DAno|pUhgHwC}E8qE?;?NAb98M!@pWw%UmU&3eUXPHS@)
zJ<XuM6}=}4LrJ;C8ppbtDEteMOpNB+l!S-6GM0%NXjRc}NR7_a32_*tjO?K?gJl_i
z^GoxfA}SP6{f$##^}O2RIlyYl-ZX^zbND2<=baRrs)4S$=9HVNzFORw+aK63Q?DfS
z(c>n|3wnNS?SPF}>BdG>ofkKMBFKS^MwfvrBq`TJ47T2T7V*m8699ukH>0M<75Ka4
zQo`PG5xB%(EyZc{IkKa{&ypd=1k%$ti^d!tAkVPB5bsAq-u6PiBEuZSrp-><X8aOp
z;KHdQiC-h59NFIUxnA=L{d}zb(-9CY(b|-9@4X3C;yMSg9j_ii^7~W>>vb7hG(L$M
zl~4yG7y~2)xY?)5j>FU@(Zm(-ljO9s#A1xi5FRIl{+HKF={cKq)>}fa1Nza1FQ99v
zlY;J~^O4{Oh<%pU7%<_tk&TTT`oZ+WR6K5%@t566k9QcPSPP0)4&0L{{}vYn+$*ZG
zg3)1s1e6zxxFIeY+8|5e6~`#+zkKPmXSnsP7gnl=9j}BE-4Gu#iF@0RO@EddQF=b<
zH^w@3eJ;o#qy~Fm5Lfp->_^Fmu#Z{E9mQ|+8l0mm%re?#Nz@9H>{CUbAfoM^2B3Jr
zLSr>mO-V@+;2O6WP%G3<c{F9;nF`CdOY)y}LsB=hw>|+A{-@4K*Ix<y$+vfZWtPjl
zq3?!lK0$?}Hezx|S>!y^|4K&ya1kJS`7$Uhn`7l7$a{^8LPWyi=vZYmLJuL*D1>f=
zd!fkj$;Y6N7{s(Jy865eMp64#booQSdn+4nV^XHb#{I-=eJ*($Fbfi2jYBn1;c*T0
zSj3;a<M5R~>^J16w(hq0i^a+MoDlSQZi+6$GymDbK~n5o1>ar&-S3d}DD!@{kn(j`
zV{Sio`D3ZG$R*Xvyu0?}E7-YLdyB*R;cO6~5yJXmLm^U^ULP2S^eR`c)S)N!gTjcb
zxAK_D61KV^tlO;X+L41z9=!8@kT_mf`;yk$1f*$=D4V7yC+Lr`LRd^I<3HG#``UG7
zNdDxDV>kltSFYg~t1#;S(DGJh?UZfa>Z%cz=8ow==LIHrd|MrbC2mHopW-Y2&ijr2
z0LSQHJJW&SZjFwMI3fhN_kCvNIfxb(O_tCNFnWytot;^|n&hMjJX;JZ1)BHK%8nAS
zJyA7{kF<1*GRA(Jg`x$0ykx&~ByEOTzmZMWK1!o!aT?Ct=U-xUlFr<1GH3Q%szI}j
zhJPvVUU7XDoSlNN0JsDv7cjpym`xR4tFAdiE*h1*`_U2LvGXM*D(9u_h0jhOY^|B7
z?d0nf{V7Nn0ADbF=PGm2Hy2Y@9sd37gHe^an7i*Ka5(0lJ79CEvc0g@9(2}N5)2RY
z#(r8|5<a>>dzYL?vAn=c`=9PVaLBQgj#(r}MzQ1`wo_^0#8-LUT_^bX1=`F-Y6VIq
znMA6xNhKV%d7UA{#WmS2Q0Uz>11p~|*vtMc*h>42Ll)2wpS+m%fJSccPqGKVuWOD!
z?F0+wT-}{*_2lL(-&G%PUtLweeg2^Te79Pb^KH64*R5n-^t4$^uWgaaS*gcuquY7s
zieueW=PTaLn#b(Mz7TkYQmnIBhIuB|S+K78?#!1&D6p=OU*i-aHi?(Z&pW9);~wO?
z*>pq3-u-~Jy%M5?JHo1q?l#kBtXwPtotJKE<s_}<>*>fg&Q=pfa^GdI{k-_s5U)Ac
zc=*P$x~;-C*hyK-(q7g6t?Sd5>MDl*FV&o$nP@+E(bBo;PX^)*=%TWi6Dr+g>O(Ge
zDc^jomt-^1Zz(UVdL&dNDbOmxhvNkD&pEob%z=Wpa4|;tU344>ZsqoCOwP}Cw*||w
z-6N`@F-g+P^lC|a{q!Gv<i>SHPyS2#uJ;csC*)b}=VS*1RjYl!esN?kERQ}#r?A?M
zE0*aCU%F0R4AliF;E6HOw+0O+s%WUlZ?8tdlN$bu>dF(((o4@D7oKIORh3^c`MpD}
zgTRYNlLy;XHVc&bI=}KsoRzc)>r^}YdpotCbbU@9asfs#$;{1<6oLZn4K?45jx9G?
z_@B0%QNP>n_ucGu{rzDfnY~_=JIKQJZ&s5vGHSLobo=pIG2nf@eiUz05pVO*JDa5^
z`$eQ|C55LmiRTZ^L&9VT+EpO9e7G$i@9_?yEwDNT-vU}7{3juUN@qab^CX=)hJKGU
z8#g36%HJ9o^)mxtJO;Oju@^S~cVe6TPVK>ppVk)>uX4u*xE|Ha3yRsa5{$B>9t&VO
z53cEIe#;T?Hvi_#PwOj3bZjE&Y#QmreK6-Jm<+gR!`0i_P?Bkzyg2+c)`Xi~9U>+>
zAX0Ls>k=f0jG_qa@s_*uHV-1dF});`NzfSiqD}VlS9F+1BcIAy_;*u8ty4SA?exn?
z?h38RK^#QY^l-Jkrc&z9EF*ujncKxjM6&gf&6V+I_CSTNe()<!gRnn;8P)Ss0*_O8
z*F<MS-|(&*X4lU?8ZDEUP@6{pW5tP5;wKUa{ZtZSnd(_1vG1*Zlv%d5<4iU-M{iLo
z%!9Fcy^z*__U3VmYsHcCw?nsY`%dNIaBE#JwmlKc92TK^DYG~34Kpill^x`G)eQ(1
z+|xu<6kYTizpCbK#cs%A2Djgj4g)OU|3_g2zA_uGl7K@1w<!{WAvg}ck|)u|{hQgD
z0!{pN3Iao@fi3<iDERZeZU9r@gtl*f>qLFHw31(2{<qcN@38+u(V}r<C`;CsebJe{
z-Wb+x?$Q`eBLWn2&Fzmag5NAyz5mwvcWHjU(aC7dUJL{TZ@an%)KQ}Hw@fwn4OF06
z3k0_3K*`S>AXVX4m5=GVk^KN+#M8gEX3Mk`^T~)B{n6)Zs6|2`COS^qZ3K=`(z~uI
zF8-JVdb7`7ULF|7p%Q)@Iz$BcH!4-#;crp;nhWHyxk<emcFT9jG!**u98Vt?Pr0}V
z54BEpqH3^kXjIh5qUBa8*k1qjuW|7DFIiMn7|SCrJUoI84LTxzuuQ6w-KC*jBERnO
zL#_RX+J^#9b_I2sEi*jIp-0XkqjV}zPT{QxD=vO8$74iO;yrIgg}<!aU|JZ#dOCTN
zf;dV(cy6ICPh14_4N>x3L=X7P0RB-TrlMQ;o>iMvHkGkTYSuR}^{N?srD0X__QhwH
zH^y;ERAb-Fgw4yu9TI+^>VCc&(50cy>=hQV@8wIn2L%Up-$$uwoW<h7;@B08m8`!;
zSE1&s#T9cT;EU5mwGJZ>P4cSjVkVzEUH3f~BWDoK6o;?=TM#dKmMiPIH}FR>2XJYV
zC6WQXig@4WNFFJI`NQ5P%*hvO&ZC<x9oQdN6ife&k8khIeyBp;IbK0YQF;DX0p2#3
zuI!&veI>zSHq<BKgN_`yO8Xx@8e&nzgT(sE_b3`NONptsMZy4k6O}}kiE@#b2?{&!
z&Nv`#693LyFJD=;<3D8Cd6<uh><GaIDn<md4h#N0kKg=n^OZ~@`fLRM(fOUGrJYsV
z)3FYj5NoO}KXy8xecO)zcqTmnJw7)@A%T>ZoP;h=<ZaI_2X?&;Mcfb+TIsixZx_af
zi;LGK{_<L6Gg1H$1&sg*j7Ew`rcpODK>Cp2<y-QWT0SVXykDrSVN$E1Mt%+0|M<|<
zeJ^o*F*eC>m1iJOWXe~b$y<>03&4U5VkQi!=8VY1^!~l(_simM>V%o_n=Ev~23ZzI
z_GS1S<@ihG9+Wll@iz<bH}Q|Od>;%f9riC9LMY`C_E>50gYSW(Yv!h+CB{EUPRA4x
za3;J4JA{eIJ|AUpbt6H87d}G%b(4mSQ;OT~zzA3zi9GMZ8)_=ksXYKY?k-T7*pa}<
zaw#Caz^`G;rn~)yzZp)`1(L_$PJl(Ir(sQ^7-froRn=L8a3ry?&>p0YE?7x0lKC%*
zt~McvG7KU=y=C<oXvI6(cnHIG4yolbxi7Ol6O+P%I_vkw-cCL|8(F5clSV18zA);t
z(iT;+5Cv0`(83~|zN`H$Rp0$K!0gyxaNTVp)u#qo2W8Tez(s~?A3dnzT?cWG&2BxE
zoN;@1k#iZpn(z#z8W_5?X#M*l|89#xjz-0oSN%X6I7A;`6VhNjxTLNbF=v`*=K6qs
z&heU%6yBtl_B$LhzYbE}fl0jZX)v^MFGqy^b?KRYmn0ay=q9UR4LW?32wHKSS)m2C
zoiDr}ee!)|Gu*uET`q9wEV%2!hZoXh+=zD8UQOG}9x+<@BvAX%*v^tq7iL9-PJAjW
zOcL@K#R<doo}qr9ZzOE>vk&pqGZ0UbhRlCqZ50>w2yDg9O0Q{)DzbpJ7}u+1m)q!u
zK+0nz!{+P9dOHp;4qXkDQy?TE9-=l;z|pb}eK7M(d_hfN!bGU+@uM*uAePkZ6Ef<t
z_5umzf``w-W9@54*CJ^PI&d^W@P(QRv@Q`ZN#i+`0&oZLPH@rMfav)kI-^|vQ|&yf
zPI}!pTqiLG$ox<}*4R9zZ{_rn#w4xOsdh;K0@hR0=Qap8sR1Z|s=~dnnkfHd$#bsq
zow2WHHpP7hncKB7K_Z_Yt$5FRr({l<ddE5FNO9t$MOLi)z3-S@(0StVU7!u-jSXgl
z-kFkT+&w&C>b;GO-O*C*FBP1M@u#3O1D*%bx;D2_PE)Dh;7DqcWIPU03kzG>Gl)d-
z?{UB^2mts{#4DM#|LmVIk7f2`NzDbV<NY&`9z>=I|H&6TE-L=}JwJ{l8p>7=R=5zs
zkM~g3mP7y%?7P53=P7hUn-cKp<Lii)oQ@x#qnel?0V1r849*PGql!IJ(;AX2ZL96_
zhr0bE&$s_V(Kh`Q>dcs`e}DMNd4uE~MhTcPIQN8PJ!wzE|C%W37heK?3;&Cxw!4j*
z7=$BfUaPR@vH6|iH!Q4!f}(?w2_i6<8(fBW{g9LD@8VVH`{Sz)Yi;^veuUq3SI4pW
zs@sl;eCX|^(d~y<q)ootD~xZo4?#`$9BQ#UX#DJc>$0xkJ}SjPn4u2FgCVZNp2NM=
zXhJHOXl-Tq7U_QCIx9>Rd=Q8Zf&Xp~fJ1JNa^BA!G%H*E4Tm#gY(M1d*q)F?C<i9r
zIz#q$Zoa&<!tOa-t}xi3^D#E#xVPql!BjUhU4Xv!SaiGX?y7_lxrNle5%c?b66Q4m
z@qFtvKDK_h6MC)_KGxla31S#(vHpDwk7>7ePuadFi>*Kd%VBE@OBT!t57qjG+-1>=
zzRy96zW%vb7wn1Ibtige8e2PbcPKmBFLwe`Q?xc+FONC}h27mT9FS40V#qgP9(RCM
zFfJ~rkU`Z$;uNIv7sHN(058-C&5vL@lw%xHlSb`Ykx44x#%|(TocD=vMsbtja|4_F
z_TlI0k=aEF$zKr7wJ{A*?-7+k59Wu&hNn3AI~Ak^s^qzgJ^dG(hr_;nFN2xS1vS6=
zbD`RD9O8-EEt*>MwzxSjAIm*j3z`VLJr2GK3BEa*19k*Aho7)2GksS8;;(D<>d%~e
zF82HZ9=oM{Ao_et6Q<z*Z)$3wLq7Q5$RFYk`PSQ!I~L(1Z_LH^49wR8eYv-=!_eUu
zw9S{%^{Xea;&|<y=T*NK+Z$c?H?X$gi_C<2Ytqu9rT`Dks|kh14rvr}d7?d*H|M3o
z#p|7)?rtw{jxOtAYx_6rUGWge>dk(E98BTomH0`IIDz87wodu|+iU)lo^S~J>djQ!
zSf#sVK+xgz-MOZF_Pp;_ZGu;z)R)zI47s<Fi<Ou2fZ0D|XxsY6k#;A=96ti5zsV<}
zoUJPOPpyRr$d2mXb?74b2S|g}wfBCJ0+P~ie*gDD=sTrz_1hiu#RPX}h4ycU=h}z7
zlI4m&{SUvD@9VlRdD!3fPc2Dh&$p(>L!3wE=yx7%70z%C824(X_eH8IB3;#AZVty4
zUZ?|^X~S3LKNOZ1{p!khO#-Kq()$%2(S0WWBvry=q#m(->$la^QY<H9_fuNv%3JvI
z{2K*TSu9y)422Mgl8@}n^5{5$Bw9i$kPFsp@>#=-F)EWe;xn^G7E3rV8t0r?6^LPy
z(|QVh_VrgB826rAAwz=wGqFN_1{#|}I-4JK?^8&NAIppvVY)I<#0)6n?|8bOsoh)N
z_QU*Wu%Q$)Vh$tJnj8O>a@)50yEXvyzs9&ZNso(0MrB8pe;f2CSxaJCNTTb@aiO(T
zQtYL^u3|-TggCGh!|c>tpT*;Zn6N>X>1pPvx7Jv98wHkIL`Pq}E;Uz;KK}qNp~C@n
zF-A2*<APoDEVM&i>5_pLcNO1-iU^*wa1*KvI-;CAZ8^UOMu(0P6DVeU@B93%zgm;>
z3>X0!#0f;Ar&whH>22~M#PPqe7QJk>z1aj0bCO`a$Ne-td|HkN1iOQTwslE(%0#R{
zh|_K#$+RVX9yeQP<KhUOPdcs&lnMYB#@{QqgGGqW_*{IRA9x!aUQCKm-7qC+EQ}4p
zMSi^nbY3fC&|ezDGt42XQY#w5Q)AG9F23I}X~!yb5wT9V{Y)j>NJyNg6ZIcR21&Hb
zgD>*tcPhm94Xq8E&8Gvz=@={CaJEVI-_$-3nJfU~dO~@R#MP8GlS!frnx<oKqEx2=
z1Rl}#&Ul$)Ie`orR`)wryn}B<(IUyWK>+(wd;MB=55oLZSSsDZ!pO6YbVue*v-!S=
zLiq(Np8nFxvyyMcpA}FJl*PnT&++j*zqcKY?FFEsZugB9LxZ4Gp+6#5ANlmc>Wnx5
z3V=ot2Rr^UpoG+*n~9njm!ZoTC~Xb%S!{trO%R_+!azcvAY>jOHrD8=al6Vp{o30u
z9*j1m@0e$GEVu40^!JwlBHbSr%9HFkK)-Nf_Wd>*4kZYqh*J6oAVf$Gu;Y<ZNMCWk
zW*i)VUyUWKBw&Y*cW)h7xWPgZN_qEQk+V~rg4+IDZ<ttJS+fPspV=tL%I)bB;teX(
z5|Am+0vAJ}heD7*e6R(ILJSjc3!(9~OO*@>uW)-{)7`L6EqO<LL7Ph<7GRMCMvof?
zgpX<K5l_BHTp2IphJ+^Mq1KIG4V9;HH!^>4ui$Hbf>vFpY=94T=*J`AN(5>;x^w`o
z{cW_<`$eJerxKsEqIc=VFNL498>jk}i(s6U57N*XBmVlI-rna!kPsrQvwHyMKl!?I
zFe)+DG-I4RlVe9*b*zZEmK4z2yzOM*w`0Wf6c9q$nVp=b=G}jSApUcA*^6=`y>bS5
zmtVc*dt3MTkrc(ujE8=zxM{1N&-N&H3eS@dG1~XQtiPq6x^Q(2YTj4Zh*SHol@5jU
zlaq#U@(74}cC()H$8tLi3%$&%GkmJ8p<$t;qaKjiom@0|PX91N)L}N2i8`fN8<=8d
zS7l`6C1xZ-HE8cYmh6xDpu;Sc0I2o8Jm_#?stZrbQQX8Qi9jS&6qjXv{eey<BzJi7
zj5s7T4}34wL1_>lg4LAvmtbB8eZ?CL2lrXC&@nzEAdtszz<&8pI33bs)qzcesFd~u
zo`Zzhpy(GzUopqFot}R^o^F=Al@QmqMm0kk;J56+*|h48>A5`tRe@E9iO1sc__{;k
zdhYbI){)xKi2s(5`8j~Z(oA^|5+U&>qTX4(?v1+7UjLhWSP_E~TZB$#s&P`CeS4fn
zLUsU;0V2PQ`ujK5`~pUoJfwr*v6H~D?L&8We)re+-JJ(e#Qv_Dgg(54bPnq34(fyq
z+%hk?O{HEl`AQg+4v7(PDru1lG3G<TH(8Ed(W29Yi0DVNu{OH{iN=bOA<-fenrEug
zvB)S9A{gU-1hZ2VqjMLGVDCHe-?HodQq(<c-rsm4vPUvObiQ;<QYhlrPA|+taF>8i
zT3q5Bn6-=v{d>1OVD#Dv7Q#r25s?oGjrJ>tdpv)+S6Vd<NOUdTV%lE9LXZL^8N_m?
zVwW|~sj@v&xzD<u0GqKFNMdy&*x+rc0JMJ%;)BEdRGE3WD{DC4Ou%Nbj3OjjbUaRc
z`l-n56Uhkx+A*0tA(mstAYCl>Y|Yp0V|yCuEEB#5Wdm9yvyk;irRXpgj7J^}&B0Xf
zJ8*6Q(>!Al>X0_d3NDTVobl25=`0w%r>CmB^>nZ2ScVtw7~<)^5U9VfaPKlqapE=w
z8!AtG*NYlZUXRb1sTULaK0J02xL;eA%7ly>>rdW)5L;Qv*J}L2qyF7>+TKe`v`2;D
zq05uK%niFq|D@cLzB3e!zvqD0tB+f~tV0QksX(tJOO4ksaP1m@u|Rv+#xd!|cA}bL
z{-BvTJevgpK_BS<G5PZ<d^=W*=ep~C+Ob{sjy2$@;~{9T+zm-K*(2@eLUR~f$(X%J
zLJ|x8B+*6^XNuIn)&uLCk%=x2SIY``HkX}3!9-b4G|c!@l?p#|eCZLHTIL(+&e;7q
zSR=-vN=vXXSZ8++ZEd4=7tS#R7ZH67Bv(pJ$4pGcP3wcE3`vQ?m1#b7i@E<S$`R9A
zE@Jrk&>|X5%mtgT*}_k`7MZdgqc~rf`o-17&h^aUX@<4^<0|`S;yD~P5~|&a3KSuU
z;{dYkP0AMIv^Wj(H~~a}+~5s^8Ak%Zo<>c%G^PNpqVjrJLOmHPqHZ%xOX%s@_st-U
z571vH>aE9>MMRYKdT&6A0rVFu@~U_?E^|@bVRtmEh?n0<#3A9d)!&|+!Q_chgL%XB
z6U%<>C#wcV6Xq5}x(3`z=8sHt6%2DxQ6%?&J$_ZF<fzW_Mw4Y9OxP6`Ha^f>^UpT!
z9wv{iShE{2?=);Rq65lqF)nnM%S2GYwb#Y=W9PA~Au4!=V7uMq=Jg*>sED$P-vO<1
z^^*cM-jmpbKQwfIXt>W1RK&2jo-IwhpjSwU2IU`!-w8fxG!p#3?V)uH2!j}C_89Gl
zYhrpv?s4PeKZtC~@GSM2TsJPTY^>|86})YD^RGwf4^{2>$+i}C$4<`i>22`R-TA;W
zc13}_a>3_6{ca$((^TxJ<6Zcbni|&TKB<j$F>EqIa<R4Uxh}k-I%`yO`-{-SKP54D
zqmvFEosz*ZmnBLkr0prLc%{H9U@c_)ZW|)!2<w=rq#6sc7hdi_>z*NRbARBn$9c)!
zGTFfe&+U@LWwKuoUav-7f#4oz_-%VpEEk;%jNUpicSxDzt)Tm=9j#7l#GjN-3Y91p
zGb^zj)){xBm@OG3;gF#<x&cFuR$3RGT9?;uUE4ib3c7zSdS5gMEj@)kL%us(wTTRp
zhOE<!wqBEe4%9swz$gQ8%9!;cSYp%j)Rt3?4&uMD=WDwVjl^#9X-kp>Bn@MiQ~&`?
zd=u~4%eWXFN<~4ByuC2CTby%|tdC68=TN0AVWLk~BuRl#EaDK-9~+keKr}vI6E~-;
zW4U0K4c1x7sfCdT@)mu4{biH%S!C~S${q^3x@+|)5ufvcZZ~nRTL0z^*UcA)jZzw^
zw;0c`Tduurel=Ae-r}B%IyilAU}e>T+W9;OZ}vU!3txiow_N?^1p%9c%{g~Q?8#wA
zJ9gV@E%<I<>NoZjy-PkAH2}iilwJ+AuR<USL8qlxeLaD~IJ`&RcR_!KK^6=c?~8*u
zpvVunobO4AN~{<UuKF{)`fJCxLavsrn$)!f33*o`*WvJI3xBB+vJiZ}i3scjebQC@
z`EGlp;@oPj6}|Fh9}aw<__mO7|5Ji549~WE3OWGze`7>55%_4!x1XY}+TkAipO?N^
zy|W7PzL;+F(hSf!XbEWgvt07I<F84e?b6;K^F?bqC_R#X%*Bel2WQB`>1z8yVB<?w
zhW>Wfxhq%RT6iFD;5+XlhsfoSi>Y$Q_RuWp#{WrsJ3@ozmjhg0ohMOhN6nSXw!WK5
z^7*AXSI=rO7vKU|Lj6`fjK9s=_nl6!d|<konqu~u)ts5ljFssnE8R<KHarr9x!K#P
z##Dww3;ni^YN~4xG0Xl{dFiUDQG+6^gr7TKK&-Cwx7^eWf6oHP$`GJk_}RHsD>z;$
zE9j^0t>$WIqV8wySp~WPjeV<lcX~;ml>S3RyvI7-vNR?{I?GGQ^t54nh-#KULDG)(
zM~aIwbkug#RG%ku8us^nKI@d8+_chzX(jP#z5Anj_wjaUp4GkjHGUB~Nn9WiXk47)
zl<-}>;`3`ni%(3H>(3GkIu@8onzR|MTn63ZXFaU7@wT(+p_BRX&OGZzyX>&9stR&;
zx+-C`)IvryFn!?omoC&Gv5Gf$)NL?o>y*vkQ|_&8<LdzzM9||{lU&vY9*!oVhgIB*
z9sI-YMiIKNntW9=c0Pa`o2_@uHsuKx<_H#M^7c48=?&hG62teO!uH9K#1JiD0``k+
zMf=Pm-s?;JTW}$cmbK=Isz4lWA#NI|nrB#4u!xZ+PK+&$kw#YVOmdch3{MG<Kt+7w
zIZHhQD>jb-gjKo`mMAdUtHV>}Hnie5(d95<AOp4tf4h~o@tJ_3Wi(FtYfRQ81`0L<
zD0gs#Aeq>B0-!C3pp9mXj>Y^Sb>)k;Ghd;Vw<g9PB>rb*CsPA77y~eq9@t;|#XW~5
zmTg&PVPAWoJCvo6g@Orne#i&*2)<dNAQy^&jbq4@v3h?8FF=x%7^+`g72kUl<_1u1
z383X1*5(I7wz?YA?LRWY7d&&fz<`98cilsh4E_g%D{pu2QfW&S?I05qm4E-t;3J@|
zHIP8B3wA^JLYf|*_M{on%?+wsHbs7~C~0d4oOt3J=zwsaFo3-&{_fN%f<b^u*s&g;
zPC@&|mlakEEfoM{_~V;8s;8~tX%<XRhm-)Vy1@1n>PCatWfJ{-S%s7!K2(W`Anab#
zI%t2Po;KT_OzmMO><6Im`qpX92@tIR*>_%#2x<S8EDvb5;l2P}6z*)i#wtChm98b)
z3#BFjV5H!l0?PQ0lGNA}N3E%X@?RMPB=C7a;nJ|vvUp3{+fY1U4hC1Bt@lT+QUVv8
zj3Coe7IZo&<w3MWfdJTu=`e~DP~ky1iumlYAMhFR{YwuYWkh)gEWHU>@;g=K_QOwx
zxFz9+KmiqVQ&OZ#>YB4aOMTft`&YZa(zvBqKDbw%s@^*RzM^pw08W~xV>DV=F*02-
zVp>UKvY^|w*xLQ_+UZNtw>eV8<7VS*k9t1LQx0zMhztRz+&>k1WvU(V#7l4-C7R}J
z-S*vl(SgWQsLF4Lh-__;VhXc&)+q=IW+gmTcSa7S=KVIn`^Zbou5+@)u+w;dGB7wg
zFeTTZ=(|rv{F5KmRL<{RU#IW=`g~tl@pTu<b4ope7gzq|JT`%mL-uVUBd~%_VCIcJ
zA<pOj(?5!~n?&zU74D1~r<(l`sC}lYqhnxcscxnbk~BRjL%yx`cnqy(yGU@V+y9JJ
zSYE?W>2WkXwW`x`Fshof`%ho5B0J1&4|oWZ6HO%CbI@W;NaA2u3xoUg!@_a@DE>**
zPXuwa7y?y2wLvd$0-KZuBL@g?8kQJAtQ>;Ng9c1yI7uQmj;}ymY++X5Mv;85aEZjp
zstN|}CxgXp94CohyL=ZN9=nd+WcP5OHa!WX;#xbZyu%3JrCWX4k*58484MVB^1{Yd
zTR*Xj9~W$_Y#%(&`Eouv@b>6D@EzuJkf1+BIF&kl2R4*~YOxe|zp1*l5^_h`V!rs^
z`pRqG3A5-ZQXC(X)hHxWgj7?=j0OTeVSrG0YfWaf{k0{jFy!SqJNc9eQE~Q$MJqQn
z-{NsC+ZP5y#XR&z@TFBN;Nd}{rUfS?(p2<t$4ykSi>M-s)PjO>tDio8Rg|a^p4d;u
z5g))2FUt{cCYDv-3v--_ai+nFn6@|<>ud$BeBd_g(|Sbi_dvwZXhS0Pemxxr{4Rd8
z&E%}Y{)~$LY<Bj{zTr&c-Pz6M*&@{$bHbT`4%r7Cva>O=w__h_9zGRw8~$6Ecxsq-
zuK($3N)Hgo%<5ClsFO$9ry?YuL%+s*7sO9=l|WpdCPN~-K)wI%4G4GN5bSlqN`X8j
z&U9t12`$xCRqgax$ju$T6c!Ps6sihk2vg_;4L=`@_2B)*Fd`4e<N*|<jIg%9djt%O
zR_cZX`4E8sb1H0T28phZKk({76U#^$$w<+ezIe^Vu=RTE>7>qwNgXmRwyh%8&2_-H
zrs~rc)hNFBbE>x)MG1C=U;avuq|8TQUmXkPeSbXJ2vZ`U=JF#@p$_X`spww;eiV9F
zR#ZujWTnNM2p@Y;j&-6&Z;qsH+l*FT+((VUx3YJZ4H~D+gnk-b?C+cc!{XWJ=M%<P
zQ-EJ4xD!Nss8^=LXe1R@%<^O^ws?O)r0W`yY^~M_`X}LKAIUv}?i%|VEdj?tb>$C_
ze4AbRHZfN;vsNxX-o`svAWZPy%KAL2Q^+&>BsQ3-`nGnXgP=#M8=Vh5WVHSb4$&W_
z3(?Pnw>KkgT_=ielDi_GX9p=~!6@nhYunPa9vFoxr={khhr^-AixoX7YEl&_S(x6+
z1-qkkXlPI=F3P5<*14(RZBv0Q(4CzGITEAtsgY6n={5P=$#1m#Ua*i=0_&KHUoD0y
zfz<-HD%`{&N|_9TsC85ps=(hf%Ij6fXaY|*;QKe9PTR!Y1vkiEyJ5`rnOJ?pQ6bu0
z@L-e@8D&fWla@ruO<yk<-Od~OnWiDm@wq@Mn7kBEb}_iMo!P5%Vy`<p7fhmcDcis}
z*E;bB=TyYg!ko9M?amZHJWSojuI#DzikcFXg7W!eg0M^{n+!@^ZeyNAeLP7v>kFJt
zeCl~c=ngS;$ROT1@tdh<4^k+!QoKiDg&ATr9CDF1VC|_`k#VY-865IxoNhc7qb@D~
zw3hC-(QO`ypVn)Faefo4DVhvEHWf?~`;;zWF6i{(b&bg+<CEd&Y0l_2XtHqCbvP}Z
zm@xPfny*XN1ro%)4&??KST@fmLY}1b=*|rYy^spJXQS_NEImFtuhFj>W9t+Op(y;M
zS5>N&KAt`}{@O01rba{SQ`SQ(`=8G5%Q<_y_<ojt$0?!^m2JN<!=?RV-E7G>1znED
zv!I_SHuQUae>RTlgSfg1Z3Ghyt$Tl5_$RqIM{5jNWrkd2908`(6?)Y4vlHEAW>a+i
z;kCxuTW?dQhU@SRywfx<hT+&>=3>DOn{}q-5e}i(;Tbs6uxGi7{>^_knK)A%!m7@D
z1lNb60W;uSI5Hd(K~NGdf_Dm}o#4cu;8OGu3wK9C@{}}StuNNsCa}1X;yiFfkFa%K
zVk0d3c78y@2-<pI&!hiVc%-rXBX+p0QO*CK?6utaDI-l_L~3Q{mE@5*Q9aB)F2`L7
zeW+?tKokV);mketgB4dOuGQoo3APsPp(OvU{emHRE(7apVq$Y2S7)ARAlq85-5fBQ
zUAHUB2NZ0Ej6Th#?hCb6jo3~+s8RG43T*)<u*SJl5!57n+d^Y3e8A{V=>>ybI|mxl
zC8hPtkUJW20e-o4HdZX9`=NnrgJO$^aOEuz*A4uZjCtbjdV$%TS`_Qi;-81-Gh8M8
zewFj0&KdjqL;KJ0R9pD){)Ar>Uy=r_;kDepp0q=V_T|`&;t?bKqRz*T+%_t_j#hJi
zTk`mxxk}wT_Gdjtx6gTReEPk4dS8TRtQCn_|2KPBlOe&;^@Id;-&Qb!w+E-|mQ)Cp
zj{%K8;EUr5MMeo1hsHj7j6+HUMYid*zA_M*P_hLLUMqvOm9N4QI}L5PY;17zzu|=?
za!|1^`ngeIp^}HOGG9~ZKaf7Ogf@F8%?m8}3yg5p84Jz6NPb-^BsHgBS5(%*xPNUT
zs**kWr<F}yr7f1Gd#^U7S<6dm=F{;m7b+@#j_RoS_9DN8LAQ;)88vm74^wQt+evD%
z-ah%raKEE1gsPeWi$47YgYy86svW_%zt*f2ur!GvUG}>()cWuHpb-DFzq-2Y82`;x
zU^har69s$OftsrKTC-5R*z1mQa7d89+3Wmrzoq)RC(=vqM%R5`;b+m#^ksW(3-QCF
zH3~~gsrFU)@$$p~kR0A|@~eCVNCv*?3Ezi(T)w$jP&f&~Ia>#8OEGs#J6P1w)|%%L
z5lRPus?PsJ!Q`8+4grNlB}nn-+ilGCE51v-Y={Wj!&d9}srJf%<U97Y`HPw2qZIQ1
zgr#&#IfO6zT#o1=XF0LO;!hiotNsT_@@n7nnKttZn}@cJSjoKmI3YOC!bIRWJAj(g
zWlx4`v!}U1^^G~`QWA3DDl<J7&{TQo;l7lg(-5vuZuPG5;Miqx#jLTd+Bx{O{)-Uf
zR{?mPp!fF>@7EFB`W$qg>lfcVT^GLXKRp9<6Kn^Lit`iRRc%i0uMQi^Y7k#r8|n&y
z(b!j|H5bq)3Eo=@hbX}pB|*YhHA)>>C*%DYgR{N!#i-K7jH(aOonOJn^6*9qP?VbH
zcgHs=B;-AMGy&4B0<WDYlo^K-B$?c(OpkO-5<-;<Wf!>?%z90;G(K}+qaM>}M2J$#
z(je2wqNn0TCW#3+XIUdrOhb~9PM17PI`#_>>3<#>`?JpyvP*KaH*Dox8X?g*I%N+f
zUytFyOwy%oFkQdO7Dp<81*Y(FOF<AZwW?%^=FwpMl6i)A9@mAQfB*XMXpfO;UN~JQ
z@$l4DS}`8BssQTw#u8n8ka5AJf9JFwJe0pes-#HJFo0@QzpdA}saLy^)bx{z^q-Du
zo_#Mp!-?$5Ckl;%w(Kb_mEovJ8sSQ&VI*;2sn;g-ftd^e862oCx;{%BbfS%}R&9Qv
z$*#?r@`Eu$@ma(BvxYQeo{1VZ#cUr7Rfk#slB{q6V9j$EN2hnA-hn`qcLEoAR&B#$
z8V)0(6NKU*qD5z7B{cw$ltU~GhYW8+1lSHJkv#4tDJ~<>PrZkytWH8OudKvM1O+E1
z+;ja(_o|G|p@IcO5|O4%eUKw0G?S3y4C*DkKQ+WRH{%iyY%J}g;T{s4Xo%P$lj&s~
zD{+tfBwqIq#th<Qcop#4ZsFD`c{E!4>PNMM5{fVbMl1Ijz^V{f)%Zs3@Lbh5iCVmj
z-fGtry@W1L$yU>u+r{sbfun<EJgv5QSS?e$X?sALbD=vz)X$U&GfWZ#>iF1tKnuJN
z&U9V?Ztf2N97yHWZr^szNI6~jq0tMuHx*qhmI@b0XY!=>#<>R0i~8j~SEBpTEEe%|
zK<uFJbnSZ+k^^igAIT_edG}3oV?!q3=0_f#gh)@qY-_$@fn3hOaL$Q2;kbg(#87xB
zZRAtn50YpJYC=niN}@G`eL9J(G5Od03;^bc&t(;g#Rn1!tFZWL*79o~I7M&}O0)!y
zT65oju?csfZB&<H5wkn{S-CbC+-yjWH8!dw;#w6#9s=bf!9yTVK(5j7`Q_6ftsO4{
zn0Lqg?A=@94A{T6g|>7x=sWKYE<vbdqbfl^jU8^+L<*%)UI~kNZZ)BmC>|~bBuGv|
zjp*D4k%ZukkSF&-{U}m{fX!GZJC2{ysH!eozNUf?^q{PZ5N3Ubn=I@W-XsVG-<#0)
zXPLJ2{9cYWezO3W-tU%gPcA`4;7~NAim<o*X2bkKy>XA+eU@Rl7u^%zyv$NBGpGD$
zp=ZXl$0)PMh)FeVSC!6bP6W@hTw>SxNjF`b(#x@r?R7kRww7GfVG!^&@PbD>+JO<^
z=+fAqN!GZY4`V;WNfgs`_%;n?`Tp4j{EbOP_E_WIg8<_JU)NHH*h+(+EG9~fnoP`o
zyQQWAKSWG8i(0LZCNrnFBM5iMbTS`Z$7Vut|8CG`h->>{yzhOJv3*NT{$k|m_wtv;
zC10OS=#@A*PfFASX64V7_1|T-Zc^|1CnwvI@95@=lM6!fgiZ+2>2x?4Tx8UHubt4t
z@YcAvjo~yiXJ?6Ee2);I0391%93I6R_QwCv&>XojJo9!^Y~!3hI%X_G(Pz;Rm(eSt
zOB0vTF2aSp8*NiO7?(L^k3-&7%x3MPPm<hFj3bEK;iV{nwSC69VZrk@{<{4b<emZl
zDml0W*MVF2>;yN)vIJx|u%o@B9tG{8V`DzYH+{`(Zi*bdzWgvn%e^08@>a1T$F#h=
zF*j+#>+GPP_$5aHL)U;<fNHMCaLL-vgr;b~@bTM(dCEzw+%*F#jbKcU5W9*FS3Wib
z?gW4O;}=JnlJ*$FPLPSg69POX5=9?eHV&0D(8|};hhSd9a0tSYI$ttoJWI{#*VOJW
z+q%g2{{oyeR>bUo2?V^yt5=J8Uh15vsbT$>hsCic+Ks?KeBPwz_p_BLm6blTl~tXU
zVdY=b`YYp4z8n?0A%9ftf34X4T5(jCPvq{=@}?VFT=S{n!^es;2swhJXcq_XUSDBv
zr**|Wg|P@+)pXD8NYBAbghz<A?G7=~hc=}#;O31EC8A=$g4O2K*BK0jU_fgCJa?Pq
zb{L?hOqH*rTe*kVwS}kL2}<<uqRxQ%?eo7nQ=VY}Bqkw-KJY9J9BmpTkpIqy!qx8b
zWaPr)9MKTqA>{c)uzBA<fJt2Gd`DqbV3JT)TE9MZMMu6CCq7k+duQWn4Isc76c3#j
zyH1Qx9YRvFt1*7@mGNeRBHV-rFtP8i<D!w3hJjC1>HWy(GgQh{^21+Or)XzB;Ifi7
z^p~CSlbgG3lDPfZK-lC<=>Lx>@bdlFlUPc9+|Rb*4gFDWx)i)U!eW1@l#pzaaA~r4
z9)!CCv0^%**Q!r0pBSV1OnYIpmOr+rI!dkOU>>Nb*}Z+&nG86Nl{6CK9A(l?LV&Ac
zeSn(;5>fpn5($Zv6+i?j;ce$rx<C>m%|<HgQ!QNu+9&m-O{_eAzWY_Qw@hxdu=AjH
zEX^TXNDF3=^{!0%eO<6g%75x>N4JCg><r=Bua~dY4xW&!o~YU)xBWWes}=VP+HMP4
zZ#WeKx>rQe$VukSX<D3<aD`sNS=79t${@66PF(n{`Znkd$vLrkKqTFxUtt4ij`WIq
zss<l<fN{eXiN)4qg)~0=3&s!jf^<hr5lUPl7s)`QlH-;DjuzB<70r)JfHy=GfhSyb
zh@a5bd4dnZTDt+mC~Bx`<TPV*2$x?dm>z6ahS?i#PYla1L*_S4`WMN6Xfx5sf+0s^
z)qxc=k{IYGxSr8JVH8dl=@xs*Wz+PSy7wj5d%|r{?0@YE;p9VUG=3+@1!Hs1Pw{U|
zc%c#w%rONW9#PE2fDRobcCv7CQW&=tbaKk0`d9P`2WwrW7FnYf*{l}HgO3guR5c#c
z3;8y5_L}~|3zG*wYF-$7KgSOu!4YUGN79GOS@34$GdP!m+UW1~p9~Y}fhF`Pfa8)g
zl2mAnmi>O535`aar~-8+jFCX!`|e*|Yu(Jc@@8Qffyw*6GCH1-O{TXsRrs>8^xw4}
z^9!e%DCh=VXA{=cZa<{{BBbcEEuYUMeXRl<c~j~<zcT>y)J%h}OWZ8Nl)eZNEOc-S
zKmtR$HXuNpBmoQ!#PIl`nI}jJEzUa%LusVuNqXVjSRB=A`L@%SX(CJ-H+}(UHacpG
zRSPj!rs?iR#}__7#{A`3W0L4L=w2niSGs+6Bw0=SJMsj{7WdE-B<cBS2*H~{2|@MZ
zKa;PN^rDn+oAPeQ^;`|uUf6-J=PLd=ZFj#zzuCrmJFE*C4K(IsWihzGXoH@wMAzOH
zgZLYZ%!=~a`6}lfCKnbc`OZJ=nioS8NLfHmgHoy5jRpw@X<!gj?7S(@W$ttcd=V4m
zm;puI_aCt*5ybq*3tgS~SMj449vb_bKR%pOk+*yfo5AgCi9(v(a;&Jmx>^O-cPSVv
zYWOc-y@`HlcFDT~o(~pAnP|9Xg+kiF+1;}y(gg0>3GLga1XM3yEkAme{xcgwFs>)u
zdV*;=1&wFM9I`2bLzJkf3-&yI@XOC#nuy1FzJ<-X6#SlZ$W_5;Fh{{r5km}IXq-^o
zS>hfLj#dyCHq<iiMg<2+90mt&+zki;3C4zc`M$?}>rz|}FxXX@L<zcad5=0w?U+BT
z8;>Led{4#ro_MiNri>4n9r#1cGdz^dYTVF9?R$D*u&IEIS6{NsQ!NI^ABocjiN)Us
zGo8xoib|W9cTr{&J=wo#g4k+%f`^kiv(BH-8doeV8di6d?4tT}&RaUMHdk#aQMnef
zclM~s-@Z{;^xrWn2n`1G5gvGV&<KPhU*3I(V@{aEMDoxd-E**8z*zu-GyTM#7X-o-
zT5qQc0y`9&Z=-Id;B8)qpIAPHGzV<AjPQ2Iz|q&4_dj-E&M>EKjUNy2FzdtZ+6=y+
z?6vx%gE7o`;H;Hw)%#GuI#o_q%<rr(p1ktd^7;}peg$$zqfnQ^y2p3xec`Y+=IaqD
zUChmYLX+UrD|f5A!(SsEA?F((f9Ikl&X7wjzLqPkrw5D3o>&LBTt!*$pfzNd>&}&%
ze0>47cRQzmMK<Bbv9#EDh)Xc9v}E@3vX`^h@vcy?Lqml^i_f794oAa9?%FKe<`ySL
z>0p(BwwJCdQVH6-{UA@_v+(h%-#uI5&TAX3wK<lqo%}zKVVn>uZ>gjGA8T_9RUNgb
zN-w4mW5suD@qtUsmvys;&J_!0R@K#IO^tkw+;T-c{LO+qbvQKw-S{J4Rln1G%@R*;
zKChKbWx&IF<kj0)c^w`_?g4Pg9ihzO?vqEN>+f+DWpXNZA5wiwXvnNc_{m<O9<rLo
zf$&MP>4ZrPsAAOBd<;EIGpv*o9V#ldnp=Xy!qrpLJey?132unAne^#3JSFXsSe!9X
z=21c?%&u9cSZ=9E+Ju)A(?x)a;-lf|1ldHU>J^8Oc=L<+^ke|pKtw?O<o-mrM)X;|
zl#Z{&FK<bp$61=;oa_7AIaAjAt9bcKDC7qzCV#rGX8Bk1<Vtb>Qod+sk<fH4?;;!;
z(*rvYexhKK<5|jiuJ?Mo>nQ>3K<LSeQEHt6EW}IaAab<Shu}JqahVA+&%VFLe7MBA
zJ4G<B+Vny-<3(_(rbYA{?L-5gykI(eb^*~ty><6rC1N7*PP8f_YL___@-nW5!w?Ti
zY)(c1v@c-LW_XN7Ty;QQ5_5V$T(!mz(q{xth>d5;(eI)6NZwS1S{E)b6)!LqEdspN
zLRONUx^7(|w~5}LU;Nd@H=;bzVbNlfT~LBO1`S#QM&PYWr2Qy@>>gv89u8|*bbqwS
zH1PXgbU4)pL=fuR10DL1?4k<vGtxTqqGHgV?mpTmtBlujNof2CD<qoSo@y6sZMGSS
zhCEd$AC@m4$^T5X>146zroU<X9O-EI*UoS=0vYxEMJ<_ctbp!=Y&b4DTzqrsQX`-;
z_F^pqT*uArq8YGR5%*WYwEEU-1GLSZ+=(9xmrl+Ns>2Zzo=l)~$mYY{i8@G0V+<)3
zk|#b<rRfB1eKHex*l1*di^8=$*ema#vT4VG{cBt`oqN~PK?#mF4;GRN$g1#tMBzIN
z@|i|NChb-F&f;T3!6YZKIGFs#Qyr`GHVl0-+~gyt2%!I-UPC8tLiWIb&RO*@hb;#*
z7I-OTgmuz`2Wh{O+2hobRK)?TiU*!`22M2ti&EkfL<Eu;fWiKtV-p;}T8RH6>$>Bi
z{^P&9!(G;$vQoLTXGT;AcUB~;%w$}4b|EtF>=98BlI%SbWoCyE*&|W*$Z^Ku-2Fb^
z-|x@gAO7%ocs$On_xtsF&g1B}vyH6an!3&L)S<U&q5d^F+sBwq*##ufwl@Pj;5lF$
z3>#szX1L5+$(W|>9MHdlyiu<_J4Ole{uW>H9{8?-7NF9hQzOI-fY?0<sjWR?C%|XD
zXz7!<fO}g41xx}sB#g4CP|hp@lV{+d(nLq`0}Yo@LKB9sL*5WUU*oxOh<hrDAQ+w&
zHy!fcg*V<yncwLcg3})3+<-8eMN=n1-t!S_#a|*9qu*6H+_cc~lzThxCJFlGBGxU|
z@XPpV8EaV%iKDm`whKQvzPT}JS@m7BbnqfQB}a&n7ctI-FV;bp>Ru|<repZy^5AF6
ztBCeo()Y-kw+yzDybNGG0*Di!C)yce=#!H{KC}cl7L*(*ff}loK<O9I+3`{qeF8+}
z)q>ui_mNXr!>F|-a(!iHwYI`n9?Y{uCUW$xyufB8);8wuK7H`M`ws)ru}}Adn2erR
z)<V8Q*lR~dy)1qSX#->bMcsSr$F*;-zB05F%c}_}z-KV96XC|b%<go8;|}6xcfR*a
zCcQfU5T#=G&ocReY<ni?3mt3(!NKuPMg4Nebq*=|S*WjrL$JHMI`?2l*Vx3*{-OS!
z`I(;nvALKb>ERI*qx%m;zq-XP<sR3r4zZ<6ioH07k|yC&HsLLhcC;=qXrnr)c(1@V
z>-$Ty(`&w4_oQrydKb?m52v0XcEIRtn``Al#4m$MGBa12nGuz@_fOB}&InIjp7DD$
zf0$GHI-a8!t?`sp4eZiIf02a#Z^~YCKX99=fgeWx?fzpAJX$ayW&4Xo2Tt#@920d{
zr<o6*Q`0)85+<IA6W(VyHh-h6A01mI9{DL~Wo`yFulB4Sg)Wp_-ul-2E1U9p6)6n{
zv2~sHWpj4IahRk}oogK;TX=QVY9Lbkp3X~=x=Uqu-^_@r(Q(E++XAbaW8~rulW9VL
z!zZ4r;t8lFL?+KV>p{~i>xK-AQf<-uH_Y=&KUCzr&8c`@UUWrkB+lMBimT-GU2$MW
zS%Z1$^lb5i>5`0@GH%7<pO=jfu9)~{j>%<?jb)A-FEV@hZ_ij6#cH5@5MWm4Y*yWI
zmhdM*Q7URErpMCO7wtM?uG{tGwlO{f3Xqjidw3i&hQQcC1>IIVM`{1ijmCYa<$zNc
zateB%1ftxK(#H!W6|f=r6j`-T%cgr0!=4PcYlo{cxvPN47!h1yLcRV7ErcNgvlfmm
zH%<728>T0OL-92Hu*5O;nnlPLb<|!v^J_SdMJdYQYW0~Jal({1z8HygZd~+f(MBQL
z6vOYtUeE8kG;$skBJGf$CNnC*)PBtSeTMe-PvX`9ar<f<>bRr3evY}=R||*S2(r9%
zHfKTpbqlQA2nvDi@^whvxD9nnWS&n&H1dnunz^vuB8RzCX!<yX<F3^lL;OgZl;ez!
zc;B>8XNjhnt{b7nY6QqEz*~jV_{n4QM}!R#ZE8$@wHmMBZQ90gykco(otdR8Bn80O
z?<Foqe=HjmG~<p3s+EkJR&1H0kYXQ)Qk^nI_0U$Y0zQf?Z*~a4ngJZt++!{|b4q=B
z1bU7Cs6cCLB@B6^i^TL_p5gu)v)|4+?@b0@clZ-}QjS6!s1sg4J`W2iCVY}m?+I|E
zN#&I1r|^DDOn$6>_j7K(#hUQDb;0yC0j|g2WUsSQF(&c3#kYYCu!yaa@qXf%S^Tx(
zm>a_{a-4w!0Rf|r#pGxF934!%C{oe|^G}fwzaZf1@n{t|>o62};l(L1-(ZJ)N=zG#
zOUxbKtEe_ES_zb#2^j&-St@DncR0BAZTTt7_hrCQnDQ1+U=(lYPW>1^;E+F%3UD>A
zySYM=&fk1<-pN)bU!Yom_b^PiHR)BZjx7Z^!C#%AIR0B%1VpQYhpk|*#^_`3;;7-N
z5&5ZX+B%p1W1KKco#$HwuOVckX&u%DY0zs@$-u3$3%~XeRr*3g&oot1_}iPeH?3O-
z+?E;cMw-;?FtC*B3~`HjEb!)qv%(nCTGr@g_ED!o1HGuZwDXVEG!IkS)G#7ZGKL6(
zK#r#RUL@<)%L7Q~6D(z+B5%F&+z&nn8nJRV)AUO7AxkmnFdgZhvyM(l+}&3z@Y+?W
zbOp2f8g6*PfI^t8qv~F_{k@SpxuZgQA8tJFF{VWibP+lw+WTz7UN3qJ5#V5XYS^U^
z++L^<l_s2@dVU4}vT6Y+GK`}9o@V^>dx{F`u^H}VwE3Z=kQF8hrr@R1(wC6)p%1cD
zKgC90`F0{+U+0v^4SUMvItSIW-%;RZMbS&fvVWwPX~0L1ILHyYEH<u&&)6|3B{Z3l
z1LFf1&>!_xj{p3B3dW`vU46<te3#?GQD4&g^Tpk9U5E2dztX${6Axlg!XI~RCajc3
z26kF`TF3tcV-xb8FyH=r;f!?@jV5EBZ4rDFYa0D}A?d|E^26ZWo$%Gyeq%gU38yPS
zDH7;Jw`U{j1W;5=UkBC6Jo!B|b>$^jAj!6$P3<*|A?&O8)2&K@SD^?14O~Kxo^yFc
z4O_Lu&W(Q;dp!g<g6%E(tst{c9h4}KbUUH{Vo6phu^-s&sh5iKV!yZ%ggrmcLifjl
z34G*L*W61kVOqn1lvoVv_CrjN3JFMww_hM+)x+K1#k^cb0z!Hc)Po3Bp@7n$FEG`M
zP!Swsob<_OupMG;TOYJ23eaKf9GNnDhPoQg^~DRB>tRGkm_(XrwO4BPnB}4%qvl(k
zK}%lchj%=(dY(RM8IR`@`?z8uz9rJ{(KAE2u@5sN+J_c3i~KJAR9xTj37^q%rNRU{
zSs&C=u=8hraPsB9V6T(4`1ac0zb}&yD9kt{g|gp{28tuL*;kPBO4NkmO{dV%<0Yvd
zS`^Y!yA=OXNQnPx5!5dv$m{gm>F3baP-4;SWJq(!IuwVL3_cia$opY{3?Luiq2G??
zZ`GgPNK?8zqq4s|Ar8F(=a~vxZ(9*39FYFKD`J^z@!B6rc?~qLeDOOtO}_MB0o>^5
zEi}66=zBag)c<(xWfc!~{asP$^D{DF9U&had`I)IMi-$IlmfhuhKP%c$=}0|hTb>q
zj*qmf2M%p(rgPf3Z!6cAZ1$cUs-IOvPt@^PPtvQh3*Yd;`$ABNqINpqEGe&jI1wi4
z_7F<$WXB<^>HR!AX8fN|(x-(y`bJ}Zn?`<jJgU-ea|V7?7c?E-8?C%u*JM%V_jzLL
zamBAu)6Yc(&;0Ig4;5})VNQ9t*?-fR<KXR*?^40d{BE-ztv9!$*`lCtH0VuwH0AQU
ze3uF<#QSC~A2jDx+WM)FA7*?UWY=^h*3SL}E(8&ly}>;%eMl9(@T{D0(`EQuHFVV;
zikd-Kh*~2=t;Iy85i*LC_N1wQuvOP79@F#sC6)ENhlr3zY>quJJl1ke?2~j{-3`5`
z)jEE4P(~OINfV*%`|-}l+83X1#CMa`^JVx4lDIpD;XPG`s&O7Lb>TT}ss1-%eA4C2
zMq4jNFYAt88Em5izgc(A*reTMFcp*p5~1EI=KZ+Fx%t#=lL0>KB6X^WE?Pl-KJ?nj
zN~2jo-YC%W_!0Z-{Rh}0=jmM|_?v=lsk@NbXyxv{TglrHT5FApyYQX6=hpR^wql5$
z@dvK4hmYg-Jzmgkwbx3H<=yCN5t?cd>a7zSF1gm$+VQ)7?swzB4~D+US8No9(UA{9
zSMLT%#5E5Pf3=g_MP}2}*J<QI*Sjr{3(@kjdMIQrlL>#i7%P(lf-N_#bR?=x&AAKP
z&CQPhi@;uB)&w8izhA!oxLy~BoFc1#1PsPsL}TP-Axvsmh7JTjf(eWVIG1x?F|a~<
zk)MXL{o3L)=C^t@geP=w4q3uU(X?Tq)rAF9!$xlF7)$%9OW?z#P4Ei5a9Y2om)g$y
zLL%vD=8L_|1frEL<FA2u8M5I&2P2TOuS$J{STh2A?~e;Z*i`(ro8XY@^4*V>#2WW~
zEwZ{+aiBrI8Ttj?H>ig`1Bej-E1o%N?0k<qyC%GdKp{j9`GB^t<325h`-$wTE1EsA
zKg+AWdrOlIfo)WPJbXW-r0&oChs#*4>uvDP7Us#x8}nP9t#y?LLzvn3_`_S9Ga&qz
z*yHHM%BY;76W49u$r;z^8CE*gJpkKvZXO@?Z>n1VXEA_g`lMp<o1Xh!XqzOWcRuHH
zYB**A#nh#SBIR(q@o7_XzOw$2&0<3IaRM0V7Kj8KP)c+ZP?)eZnI;IJ7_}cZ0g)Z&
z$eo3WoR?-lRCxwQk)l(J&IS!8`Dp(D(vB~hJ$IDw=tnzr)eim)59eqKncaUpAVV-L
zv}BqA$O`hr8UiqMP$9K_`Xw8szq_H%LYAm`z)v!A;Jqh>*s9^sYbQe}8V|Ufk6<Lw
zsnVFz+8<bT^r`$5xWFQbpe~44L~Z5d?Kx`Et#LfuX1_Vx?};TX26*=!2<2bW6TDgD
z0V3ltFc$EW+MG2<^~HoJa2I-Pm3eZRWpbHm-0?M-0W5j}6T_>kYFVb;Vv!nDAn>GG
zp7QkGWkbYUMvM$fSEY-E1I2sUR!{CGwJottK7|9UnBXgPmDWd0aLxbeLVE;GxhCXc
zUh}E?uUT*=Xu7{fHuicB#^cNTy{Cm_Tjsv!;;XuE)6c=W-q0Bd|M;Nzd|nPuCtIi!
zr}y@OykF#}H~rUOU(Ge|nbA@3rInRcrG+(5>v9KvI-HL$Se0P=pyEW4tC{W?b%N=>
zr!O>kU4)71?r89K;JhndX<3k$)1GaJ3j!1)!nXp=w1i1M)isf#J`k}qv`B?Ti%)F%
zm>TSBnsRVyaSTGh85Z6L;bm=q44@mM=h|(OsgUYqOhX?2uCYHS5sKxdd;<`FO6<1`
zg{xBfMsMuYVCWg3EHPd*!jO^idKGEbw2Q5kIp=zw@5jlguZgp*{HGU5rrj3jjsm8{
zBUThfL>4Y~t<ENdK57bgy4h1!aFn6)EYEjNk&F}i32-KU3T?laFDJiMv`nP}7-hF!
z!adpM_ny>qWZ-PxsmLnnB`?|mTLmkSSV6_05N+scR@gI!+wm~=J8z=o-s=<K%x!21
zhlz@8v&!65QNy@5OnWB#-eW$p*L`34*8OGr#P^t+H)?~@<6>RtBFRyDI8ka^FIM<W
zEb5t<Tp)XJAiF!1-B*kKx|RvMu!)1y^%!46pGm{LVF4=?`2d6;W&*(Rgq2G)V36a1
zw97@i{umkcdUym8vUuFaj3(^D@jmZqO6$>@-_2|w_n`j^g*zCyBS>f(KM)zhh{p!1
zU`g$af;K23a3vy+G53z3t5C70A+Y@LPhngrS~RWfon#cP)g=pER7Y?Jk_cZ=#k0bE
zk;-0M(eK+uxnOuhdQO<19xWcn8u2cQkAn>ce2|rpN^&yC*%kCVrGcBpr)$Nh8!iMz
zbTtsbq$9Bu#dWX!kar{^%dKBqlMsF{szBx@*-%@^W=eHWGl4S<$xWWiI9vSoQp+jH
z$)K7u4ZT2M{F)#`UgU&+JkPR%5l7Ko+i4@?wOcVO@B)RRe(xW~OZel?hSD&`>zZ#j
zrWQGySKwC>A$TI-28`y_{-)0J#ElkQ&Ld5SS3=@~a9_d4m^OHd8)=c-U*%IOYvYV%
zKtTzRKtZ@~Md{9HCYmU$0^*29xijM@8<UZJHtYgCHm@;B@aWn+xTEHkUK$c_ke|!i
z&=PiwyZ|S3Hj4bHWBu3i$m3Uz<a=Jp?RFZp{8OM<D8<@zfs9*(5^e1%*o>E*QXgfg
zNw*2`!p7Jh#oZ_iL<p<8*~`LGP3~fiHSy?8(WrHisC6~f>uLtd_igz5F|rxC?CN}o
zlRHsw?CrQwh{rfg8b2-H=+87Q)1IW~_+BUr6|19x&EI=~G4$<3v1@7pWetNiM&kzR
z-9Qkm-lNFT{({7$uo}xDkM!~c@_7$RyGDjr2nygcnffAq1fEEoYkVW{G=%2P(_Og4
ze}u0&0n*=$so}(^NF<F}pmOREo$yz$EaK$};gTIZ_WKU@HMlSgQ0#E$_5{tHM80^9
zl$5-_KAENEgj6Y6tA@Ft10C`1@n>Rji7x#^8Ksp#I!NP&^+`r6n|o-6K1yAR%X&^)
zj)sk)S-iddTE{RAc`o-wake(UO9b!rHy#M>5#sph;n;-NxM5`REgCTi(+W8YA$U2R
zy_fSH$@>@H8e5=hT(U?2Y>0UG*}v!V?qgeGgk#*f0c<-w*GL%e2;(O`Dnv-bUpt=D
z<$!q0<NL6zH`TFwJ}M-9CmM#LLV1Tn!>EvbE`Bl&u1}f_>V|bix52ABsjXxPcj(0r
zp*U6!rt^gTC4Lxa0EulsvN`0Brh!rL*IRp{FCwydGh>&s@^Ta<X>B`_Z>b={rVt7P
zUEF4WoVZjR6@TMMfr&mr_6~`kNlr@hFH6dPeBLU$#pqe0*vh>7TPrV0WrT22yl9up
zLoz*(YJ6&LJ|d7Bsd5~ITUUA+v-`C*@a}UTNV*Z)?Z#s=^J1u=opP&?rTy4F>;itL
zrj2sq(In&Y{zGf!e2eL{Jjl$6rKl(-Ee4r$!3KLlMf1TAr@gl49&saO%jI#SP2H1v
z?Hey_cZjoIk$(S*7cGbpo0pqbnUmq3+j*Co#LrPyLqKPN`PvL&IKD3`$1bl<e=e7d
z%VZ@?k@25`vHXay?|>JpP1lhZG3VCV^ah<2inDg+pxc$&id$;EfF|`&i|M905CQ~g
z&9y6iQ1hfy@Vo3614#2Bcs{jrrw^S(fj5&OIA(b&_!M2Ogd~xmq$`Xx=lj1SGL+~t
zKWRqLI_a{Xzrdb#%Wi}Gz=(4oLrhXgLPpEn<)88TG2h2Oqi?Tf)SV|ImsTE2a!#6=
z+ZT(umbA>_OP3zyUa|ic^X#)O{Hf@RgR1W@*2Vhf#tfT_YB{!8^*wixb6>Y7cF*`%
z^_zJVsiW^*Lj!y^cYg4YzjAVgkXHHt(G(wJ44{JkyZje0i|nr!!6_uJ24ymtaA*Mc
zIP<5jz>hpaLXUdjpQBs9J~?hGbNX$0vT-oYFQp%Ryi^tpf4S4(=QH^$@0KU>*K<Zh
z4F9c4<g`qX&nltD3XpC2t#0L<zD;~-dFzb45;=KP6$12V{P?kRM*c(jA;m-9+gp^9
zLY|$tEKQmjPzW3ANE_u-Ks_e)fqJsF{^O-qYl|Nz5ZC`!^0!K`;~Hrs9(tHH-*8M?
zY0bNI3l9HuWy|yUW7RRnbF{r~F#7c2OO{U`riSnA!Kc7s7}Su*x;nY@&=;p@Nw*4s
zxNeu{>UQ_^QOJpKDOxTK8qp_D?T%s(-fNxCCT**mb<VSBsBF1a&dr;*w$#{a87&VL
zmR?Cn!Kk>EiT}R;u(1YEa{f9_zxv=#UEj!ZO-{kR_HI`EvP_Qeoso+4J1uk%-igK4
zo4$1`ll*02@-fGLaE4r7?*qt84}I=DtJeScS?5Xh9lv^;zuTr9OJ-L%j5*oq3F^Vd
z=6V|1nrWeTlKfh~K1_UR6jc=bG2S=x{e%31M`;(8xk%6p77-1PUZmW~ZE?t`y@Eol
zOCAD9KHq$g(nP;pPltT}fb?7%Plp^VcXN@Vu2-GJockEhsF5G5DiI&5?JEtU<r^Gf
zW8ZpFyQMcN-yyDPT0k&m4MV#1|8f(b+b(Us>=K;G4Yqu!rliOh6krFQ5R7uuji1V3
zZ{e5nFbnC($`u&?mn(om)>p*NW?rb}mCZ$8|0FD0%s>D2dQXu;f0O9XGTymbm4Un)
zV=Y2m72J>Dk|`ibc1q$h<<KFdzM$1qu$7}*1?5eC4Em%VTjfylL6DD+T#-#<#L$9L
z=n(kUE&V+<*#mBfSIsSuT(ay+Ly<t$(O!-BxlCkU6msbs#bt|YT{F&0bGfH`;H>Ve
ztLhA<!&{+zE?i}LRpDH6W5C#}vl>K&cCxt&eMT@ox?}JuTQJS&PZDQ@$ERd{w%e#S
zSeT)Jk?c=HMxoo69s}M#02?&EIb<v~q>G-nM7MXKM#5g%-_a8yK`#ZAGV}i$lKws-
zf9aJ}rfzo9vNJ7=R^%-mnyqb9`ya;wuu`}iftJFntWv6i>#BkiJ_M({yt*`=8fcCv
zB~$}qM;ED03*>BoO_NZl)&Tm;frfuY!mbsZl`FO#3#w7RZtD~<mNk%eHvI(ZeSu|J
zZA<D#7!5JHW9)DDy0DHcE7>r`uQ7@l{l?0^9sYJU`M49&MXGdftf@Snz-(?GZ2R5t
znfo;if^}{Cy5F3vx7>Mrd872}#67>d7LEu6tQxmg4mFCo^ef?JAh+kijbHy<=_!kp
z#tA5d2L0&*xsxBuI|1nbpux;Xft&x1u#7QTGtn)+2+#K0C>}ruwF?*F%%gYXBQP=Z
zOHda3PE4^pNkquRU*?5R!%>4sMF8Er=7gaz0Za(6Ype`$zEcFmve8Ar?;q>e?;tr=
zkUU2ij@ytRm4BMx0h)Gt++`G?2wRWh2m{EIg1>@kcX7ndLk}7rX(|nj7LaoxR^SUP
zyFrZd_i%!mn|5zPN0dIcKDURcq5O$bFe+4^LWd-`tsr4Wu*=b^ul^hT4xbmdM&qGF
z!go{_u#A^IK~oSKp#NqL8=H;t__z?gd9|Q(P_R?4JEHO?yEh`n@h2?I3;$)>+^3dx
z7e0AuFZ$A6)P{HT21a3W<70GnlxuB`Gz`S1;czk@Hzw}T7hZ5Dy!+f+RytNRES4+M
zjg_p<L{hUHNN7yD@I31Ro;8483HfCqy7n>e>d&wr`LrSLFZ&C~EMS_cm0Z8|Sci!_
z^GlnCe_YZ%?6^FNA(GRn48u_IN-@cLTS*i`?S3x!51$c741@MSMx*l(lS1tCG6#;5
zilj-?``OOLATl<)w6H9{T<mMma<1S<qF}z`(0jD+iY0Fh6Gys?rn&vc>=@ke+ymQq
zK>;%<o1DCy#{<|IbMr<8g}}zf=S_h)09XB7e_d9taBZzbRFt0xEzx9L9r~ag%+d7_
zMN#z<Lm@_Sg@{ZBn@4;PrRj)pjRiVHmfP76Dt`3-B|GPoannDpUAt$nRhQ>A?|d^m
zgjbM4F7Um5+3KT<J3LOIUz{0~c0<XX8Yca}VBA#$M%x!GH9s60Y!ScvT@RV4+IqG|
zy+Xn7Eax2wLxm!k4Z)hf<y=0%ep;lS6ynhkHMW3=1BI}v3m)%fg(VK^(}m~CWY%In
z6XB!#ff%E2hBtLNWfoSDQ!tGp5p#^;tfq)N-y2f_u~#B76N>NW#csQ17<gKCIVago
zT+K79$WE=uWfSLK65m`d-EeeS%XfC|-gLcv@4DK>4bW{DYoXH0l~NW{v57YHR4EsT
ziY+SlEGl=XD)*==-^eciQ=Ge$pSzYzZw-av31jyUC+_Wz8!-+~!g8G>??2MDK_X(b
zg__&-;&0?=sfQq0n%mMj0lC&Txh)J?EWLJ43KvdQM<v9EVtPS;kV>kTN%%pu$WyS?
zmj&noGHBnJ%rqu_oXvw<fHE_oooz{~;%ST_fFLqRQ-d}P35at{UWa3FbhLnog;s6c
z=u(6w3Yb7qw1p^|h&H-E;!<RqorX<k(wYm3q-r3Gv5}3r5~w;!w;C<t6(XIBCE>H2
zJG5^&gz?gxLt|crB|NUIIOYzFSJV1#+csvEgO3_Oy0idY>A$$olr6wYGZ5vbu$BPz
z=5{iuLux|n*fVaC`D<^C9TBcY98F{gQ*i^xR!KTybmr*tb0@J0;ES9w2pmq2m#&9m
zmLTWQOx{Fzj28_6QOHF^)BpwxfWRrO0t_72LV>&|6X{UwYd9hhzYzVZy(jnk0Uf97
zWM<Wnf?2w6p%P>v`ZZUGeDVi>COYe`D?^D2X%`P1ZZA>xV_F_R0)np2O=q!v66D1i
zW$v6fS5aX9P4m#zL#!}3#CiX7)lpr=Zhht6$FM?xI4)>QZvs&EHuRDr7nqs^YLCe~
zhGqn?nXr?hy@Cs*t-1}bAlQsMe8)Qu#`yQ;_zup|stG4nzHO7!zLqQW4hRaQq2;^s
z;?|cpiT60NuUt#ohG?y)3iVO}q(!z<;KJ=N)~g&-ycyPC@Xul-%`wGLEN#a_y*{hQ
z1;h;p{j#MiX8p5ONwro&c2}j`ML$njK1-fHFA4;oaHucPJq^KXvl2ShG6b|Ug+x_f
zzglX8zq$`dWu=A4C_D*JECJt0HE;YEp%vt(_Txt~PeX>2Q*RR>sw%zx>*2t_isiK*
zVSAteNy@xTM+=L{ylfRB>Yd)a8@KFOW@;`{{?XL5+Q`Jm5K5~?hk*ILz>o|-oh|e@
z0UXAG8q)zU3qR8qD(!?-_e`5s%@FfQS4a9<=<vbB_|wVzex_!iHyt{U>el<&2MYEO
zjX6!)7V2s`4mtT9LA&gLSLBB^O4c=NY+r$~D0YxFL*XvAXTL9(52F&qD@Kki9?oA^
zd+i9*2b4U8ZTSz3gktqn37xaYP$u*M>E$9)Wtp_c^%tDEyE}4;Z}h_a^dVlE`t=sI
z?Pk)qiw`e)(<J-N9iF8Iuc{o%H2!{Im)up12ozS3YV2sLG+!I|2%RC2xSfO*I^F%{
zQ?lj1ptYFMH8<r>!j7jzx89S}T#m=ShxGgn{&Bi%S9Wye=F$34$HUS@Pxa;_)<EO;
zBGr{sR1pfE{h|SjUgGG+(sTasva|1tNNp`nGKTA~Dt<FviPQf5*IPO5w_w^zl0DB=
z2wOd0Zgn<w9DRBCZBvm{ynf;6)?x?`3zf!KJ|k3}edvg7Il!@F{I1f6>D9<n4TQtt
z2Y)j<yX4`TC~M;4X5qrjYV7aj=Q|nCC$HC@?0>1e-CXt+FyB)A)Ke7x@&BV<rqY-k
zNdnyMb6n`cX641zhISB7Orj9U-cLE<bMI;<rTr%5o1``$Vj<{2<xhjSaFFg3BE0+w
z{`YsPs`eUVSSSJ|QCLHSuzV$fQOu9p?<9GH0I@lW8g>N_f_*>?Fp(k66{1QHFdBx=
zJ;sk@Mjm4mTD%T@VjD&aR`hI?LL2wN{?~mK1#Bd2lmb%*EDH*V<Ec_(R#!ERQg4hT
z)s8=0?=al08)o*F(<Rgov3QH$Wpe3Huz8r=(o(R6@$8J%v*LW_$)(avq?D*j(Hl^`
zHv56tDe~;->D1xky611Tz3$rI^GXolPy;6a<>@oDa_i}4-YgpZg>I=6SUYS<i#<nv
zRiS}_YfYEJJuBY_1|M&lttPfA`7ZRC1tPD^`civ`nzWwLP`!>w|C)pk=gwSqe!T{=
z%2d3Lw%Vb+hl`s<olZ7$4f`vL!$$@llzsBNR22{9#s1pr+m|5$yKCQ8&41hu3A(X2
zI+~0`z6?4dw7+XQ%7WWKNsALDvSu$Yf2|Is_FZ}S(!(+k>pqKbEeu}xF+5sb)$}OT
z;BUK17y9zU-@D^I9{MD@^q?9RSakd?dTDa?bLZa^u7UNIz!7P6Now0XG-OsWn_u63
z>)0iDwT4pPsj;A`_3PgaT@|?$Pgjvy3mb+RQ=2GbGnN^Phm8%5{_2{lHuv<MtS!86
ztGVAd)^s!1baQ^LtF32i?;W6KW_^OWGhd%^AHerhIGNa%50?r*7YR>vYrcsfE&Dg*
zE6#!nlCZ9z2khyUEOf0rDLMGMWL}KQm{v5f4FIyxC)sALA08&&3`72$b9<F3Vdt)A
zPKM9{hoXOE|4;e(3BKtOq3(0%(&GFd61nca7V+lCA^CLE9z}h^HmWQ=KDp@JacLO)
zn;SFE^ax0rQU{aJQ}6N>X^wGkY&|nwTr~*r;WE<|H=`9Ga)n-sW7;fGVd6w_^0es&
zUBl<70ACGK7`1bTw18h4W`4Z*PL}_(y_V<qgz1b6wF<Xf>>Rr=0p_7D+Mf3foti@*
zzA#|qLn>Y3Q`+cM-sqTfRr^({Zdn#)DF)8`e)eAH?DE~9?YLmKxZv`*=BshdgCI|l
z{Tt%oM+{*LNS!lQs^K4}2V3!^XeB=!H0@$98UM<y;w?7kifbvWLpevgaXTSgO~k>M
z%LMcvD^UyxpRa@Q7;<>5X>*BwZiC7nWO;hYL`>+yt9uz0_c9V#!}!Y6Y3Y)&`U$ev
zV<P35USMbl2#4Z?G${Xjt_bC|jt_`KY$@_(FBF0i!Ubu6%H|`r$I;)ufKj1w1wFd}
z$kh~atB@oB?FSy_^*xs6AX-XUWg#qtP%VO=V&otjZadlh-7(zUf$<?=(jJkMZ?i8{
z^?&CMvgG~7@zd=Rd5d?t{(5f#|5(MX4sZ8QJDAIfZQ3lqQqQ;YUk$6q$<v5(DI}5K
z`NNLUm_5yn-B&NF`gsrej(mJ6>54HeA}a72005xb1C`{R==g0L+H@ZH4&H=Xcz8ND
z)z<v|*P}oD{@}`I=nOuT>)+$X36s#eyni}@%rO|0KPkGk@RsYlox{&_NatYK3jESc
zayE?(P-R9-?hKy~C|4Y~fvML#gT-Qu(Hc__-v5+LK!>%(0y3kTsxID+rXkZTL7eTC
zljz+IZulw9g2|9B1Fu~;7arIK;unxv6`p~L!*R#aslotPF%ib7A)AW|xP&~CQ(4Cw
zyb7gxNr#Z44l_{Tv{c+;v<H^Q+Af*Uc__(*2Jl?iS8ONzC4I*2iSP_$m8TFZEL*hA
z&=vv>q3H)c5~!7M1Oe^_fVKTeG(R7r!>&nfpjN|R4GT$dt8us4=-HSc%rpn=sk78q
zyl+d(3&bwFo~L-zyoKUi7~pg*%+2Y^ePn1Pvku08l-BXAVTDOYI!m;UnESNUV7YeT
zu2I~3mE)_{Wj}c3j6XoYS}*|`UYCzirLt8fg*GMHR|J6fGz?>nIA<33x2hTgTY@Dc
zy+vORqLWy;oMbzO@*!Z>03l`|C#&~(KZ$Xjchv}NP(+)h&7hQts0Q5dTAzOOXjfHY
z-&%M!ft_T(FhfdQhBm}?%_JwRuGwg+xpgbuQ;=EgmZcReWYiwa5>obDxmI$_@HBqh
zOmY+i#Hl9a78Vwj=hj)M-g&lu?TP66G_hOLagd$uy|Tm1Kwk%tpBo8#F`X-0z!4|)
z_F-vGuA_Frtc69BLIWxAl=kF=jzl^M2ml6VyGIV%c5B71VwL7~KCv&Bz`M_Fy&dEJ
z!y^G=02oUa<kZ}Nz<nE>JOT2C`VCEPBET<v=J>YeguSWsq!W?DB7Zr7cqa@&CPN+@
z>?Ur%G5EDc+Lr)TMjv_Tef{wy_#}A6{oTvp*pEMUPPaC`O+cDhPXc%0USmNioqi$0
z0*HA|F$^yoRg?@_WRVd9x33@rG(}scsKBg^Vg#rq{32A6lB4%xf{7f?mZuu^K-i$l
zLjS7G9Z_p{!|dX>Wx4MPDqoituve8`bjaq>F=LcACf+dhl{NCMHm<3^ccb>6%tw>L
zS&{Ww5tnJPl3CG`8FA5DBH{{S;)*3AG~mU;%C(%5rGkPj^+K#Oy%CB|T`H^+34#Hr
zE>H>HyCWOf##q0`Diq<o*aMIY5!~D~R9vT&54mLK%eg%KRZe4bLin|3fT;%mE)?ir
zPG%3xSt`g|Dk$5kC}UdW#8NP?;8VxEF_jlJpnLcTq*~g{@U<`la0twC4M_Cngk?NK
z=`m*LgV<hRxSUDru9(2MY8+wW-a!YL796Xoijata?gh1};W@FVG-P_lkm1oTLbxd^
z3dko@EH6idbGcCv@F95N3wv3|QiXG9oE4@XATS+Ww<H)YOFZb~j5rRzpx^4{$wF{u
z-rs`lZLsYAV?LlKM&n_>nePQHa>|^_{%swgXHZ=4&3KbX_gI9SD^J{fC1Fo7Oa;#0
z{_Crydq2!Lt;^}yKsZ{qkS7%ldlq*ElY`os(OyJ&XFe4Yg^bCJA98^;W1XzCrx?K@
zm_^RzHngStRdpB97H|zGEg3h6lpI@nUpAm(ly#>KZo@8w{6>H<H222cUQ)LpwT@LQ
zi{>;Lsr{$1jIKBbdiR%{bgZ85Wb@@ATpmq(>oZiLj-GE73Jxhgr~%G?&Ge?{CGReR
z(AfWuj)g_!eTn_ox(6_7w0V@H90ATY4qHI(zftpLSNCC4|CFNU`$pZ@xWi|x!)F|b
z-Lph}vU}XP%XCJo9xh<V0#0@uS~{;-w4T}{LJaFh=RZsj`zZ|u=6NH>T$w9c*flLf
zAGI1fT0DkSEFLIQ_3WPcVtMu4<AZC_DSOYvm)uhO%&(@@(@<3DNzgkg6ueM-H(DD^
zMa2U2#3H9<4QKvwxMUmre7sLr0boR3g$~l4=O)Ske~^j%)UXH*3*y=_@+fJYyAQb^
z6P7J$)o(83`Ng)Ouaw=f%*;ZplAgB1)Z`ojCd>g|EU8*gV1<P$+CQR!MqW_581RUx
z#j8-2>%3sZBZT%iQFeHDY{X~W*xT5s=AP*%^Ok=9<EI&O_j?zHUs=3(4S3u;=OUlh
zuHOBTDJ-h!L@}<J4wH4#O>f5o_5yaYZR0}zMX<JP5efvB@n!%vz++Ck6EsYp6)?wy
z(V)pML({Ml3s!)L{o?#*0-A#V^;|#k*(30yt(w|%O%v0b7xScLsF>!>6IC+A|3T6-
zj{H12g`YZ1OHUG==h_SXT7d4oG7^0k`irB=df0zDrRQ`Zuh>HxYYC~Pe`kk7FH&*0
z2mQ<Ghu4<Ow}*E#dgjOwvAo#}avOhE(TqXkDlU`}*9F~2@AGzfSm(z2{ZBg|%m%u1
z4=OpH1&wJu`^K`<fc?NduQly&a->3rY!ZZTi%OH*J}NA47Pg)0$|ooK4F+M~dsU<t
z<DX2ROCg{mVX_JZPJVkd^`ni-Mgh5muu*YCGhH3QW7NM$l~<wIMHi98Xf4YXczF)~
z_sdXJ55E@!U?HUiJSz?qR2KxD1dBjmSb;8`cQAnI$rMA$TbcW(!rI`uj7~q2GSGJe
za?)OWNz2Tix-VMe5bs!JdCg4qS?fo#S{?g&i!uRGop|PPdx=lWS4zs1UW|j?_wy_h
z?vvdnHJ+OmMAfqkR8|en{<`<v--=k`-V%O#^S5Hn(eCkI&!`{N6D-NoV25(J!P>#o
z8oK)fX+t4KbAAnmk|FZwIcjHb#RudZX?LD*<QE<C<tF*>*(Tw*vn6NepJiaMH{pPA
zY!+T*oryl&+HWrsK2%a_B+e&q`>}X71^drh(eSp;oGy&vqn+T1mhyX~pS!|ltsysp
zR=O(~f6q1T{pvmVkoEg`87LgLL7#NK`}Vb!=Xm*D@&{{`lf~oCoh%j7Vc(gj*1xaM
zeRc-J1FLp^1wY@MsNIBxe0jbxki!3MXj_>uUhf_~d9<_r`1iE+*V-0Gr@({C#0=&4
zzNd{F?R0;78|(j0kwHpGRNo)+p)ca`lP9YIz4c$3UHSc0EN7b>{HgVu(0ZV{#8#F7
z=ll%ENp<xx|N1srhg^46nELglD$fJ1sv?&PAyyYu+Iw5=uFU)yyly_;{m@0He&US>
zC_m?;bMONdd8JQIMREn*lR~#mdZJ9aqbCJ4<O+IxSMm=zmoYQll_zoTCV&#r$Dyb`
zzh|;rD>d?DHK3_bei~dr6Qh=yB1(Wy|I_cL%wtJ3OX|Ts{#M4$4%(QSuan%!NjHOU
zOnyzqW}Eh$WwcNt*QLMOcOBC%UY$xiZ>z=}KBUfue?-rLh&?nVoRgrHSJMDYoTB_4
z5%@u%*G|p~9mnyn#3)koR%jf(&!%P?SC{$l1*|=wzs;9V6PUeJG{x;O^KMDu0b2v0
zIJw*oXBnT@uWOY&pm-$U{|)kHxi8LNNp7{0p(sDW2cJ_tyTiMAUk&=RW1=V;o*!AM
zckbUErZpYHW(?6iVb_Cxi+8R?WuQWGtd66vLTIc`ajNcoJ6zu(Ca79!uU>rrqa>h0
zC43YiToWhA4Iatif2c_rWdnG<tsIr6cDdoAlY-3j3Vc_B80{5xZAu03NZ3}3jbVMc
zG<h>ixm1l3^X+KEa<~VL<7LKTuK#=?>$nR~9W!>NS3^ltlN{|}OX`gk_oCiEQS6=I
zYPDqmzd&ho0<Pk=DTpHv;*e$_93%pwor3Toi|@n)W#eB}tcjZXd}60XbAib;{na=7
zy`%v-N;m=*(z_gmYzFS^4_0+w)%9?8?l>c>Y@^_8qbqMf(YUv17!_@R8(4LHxZ?z0
z<Q&B7SG1>v!j87$_a1O=8fakM^ynF52v+OK5p-Q|6?SdH7y<n}ov2p)PvElB94aYo
zmaU_6+I+qkow(7iZ#X!f)%ZxemCLz7vkm@EamRfF{Oi|nEGe3jx@Zl|HVGOi6bs}S
zy)QT4wF37$dHC-UF*+Jcsm`%uqYi5m;PBH8)iie;ZwS{(Rk%46)`5Azm7jDBam_0H
z1{r(_1%UT~&HxP+91k;Y5ZsRTQJ$SS3lhHu;PVx$%k?}<V35scALZX;$3b?`_)rvU
zOwk!4Vg$_A^|!U~8_+7qOL;^KxCSJsP%L|vyTEa@*=%EL`wF~@mu%|<|AL`m0bQ{1
z*rZkbqY#FyK8E}^>nx5m-j2Xvd1=Atz}ErI(lXxhe8`$7E&xk}8v;MHWJ2+03ac@l
zK$Oqq9Q26-dXA2iQ?|h})QoFmv?mQ)tJ=b86h5Uee@<bpOF18Q4Tm6@$+Z;N7dO}!
zmyj&@|NJM5C#&x!tei&xOe`Dik}d8!@JdH^CLF6Lr2Y3i=3JQ@)R`MPvjZgfxbuWI
zEqr@Sz<3b@5CgawRry9pm9Hn|&;L0eo&e4VsfyT!G|piBekcmqm=};qKk;F(Tkkjm
zB$fBoZm$)*7><A3?qn3MUr2l9E{hUSdLcC*8d$#52zyzNazaIZ+-7c1={B?J(|0IY
zymrSb{kZg1t?3YF3i}0XIU~b>#F(wH2jU!84K2hfYFyG2uMyy-^rd2oad8{srj@DI
ze78JvmR?K~BQ?8)7=N6oIiGNb)zTIYv8RiwIPsvE`^(r%0!}7YICvy0ampGI5t<PZ
zQS`LOfv1h~@((gHM)yTGbi}?dFBJ%KUQLsQ4<J#C;9KbGUO+si%Z`bHyPY#&jf$zf
zN9d%Ipp+Wp)*O>Vv)0>}ZS0;Ie~<qK)}%|jI6*Y^RJMH>bm@-;QNBVUBmnQNv1PKD
zg56TZXlrBA1m)<iXC6=DWD&x8?eU>lqc>F{^Q)WwSA;VE+J1QBClN$}9Pgi!C8K*(
zzU~;cAOqD#>NK2{d|W=FKB>~waT^hY^LJAn^pNix!ZXymngsG1rAR|NMN9t)a*v@5
zi&RWV*cIBnQ0xN?Rv4Q40iy6kcQ`C9`qX=1TE*?p!!zW3KN|a=xH||2;7l6rU~mbu
z07Gt_9&`lA%zZg8(&ud6QT#g3tk3AXnW2v9MK+POWzluVvi1DOE`n>$w=We(kBouS
zT~vBX{}qZQa){lS=wG?f-*cni$5k-cRnz^Frtc+9_J^7dw*)nzf^-YWOcMnTg!PPA
zYoiM#fE(+9gB~4pTwLqk*5<bmxO1zz1`22}faILPuQc;CK)S>Y3<m;+Us$qPU}Jg}
zit2-UDzi(666lCfhW~^}kLmHaAfOTG87xNNKk+&lavnlQ7d8b0KEHTl4zMZ#9<ZU(
z=tA=!Q2a0waS2dMh6%Ruz<>aZcQGx%WT?DEUZ{fq2Z1|7JJ)VJ?E{jF&z#lWC|F%R
z=^WwoYxkweNi6H<E|c1oez)hwXt#RRm3jFU_pHE~TRrqZJXi5q+p5;@+vk;e=Yt=q
z0N6BQ{j*GlFxl4g_7<g_BvsoEmOSp|23Bq&e2c(%J_JXIkN53<yLoq-+zG7N60^~O
zLwj=8Mc$<fklLS@H0-65|4$BOx<EJ73_RtZ#{j)6j#EY~K|p9Zb{h|oMvV;gQdT#)
zv*hP~RlJb__P-nm7Kd*^=@%p2koVP&1fsWe7-o{WzFg(?y4y?@0*A!xg)PNr8BSIr
z&WAXk^K#z%>`ACCBi4Y3(K-fqy?%)M-jo83&5eH=o~HfJ2hi&+-CyJ6IQ?_9;&F-T
z8#eDQv;g363k!{*rKs8nG7;hJGYq^lIE+ZNOIgH5F&GSzL;&VNI#DjU_wrHJN=E3B
z7&R0^)JyDM%sF01hS)l;@J01Tc3xU^H3|Bf%{$LtR^5vl189wD<TdCRVebu<E3jVp
z;Ss{9@xgr~A2aLa!cRXnpG1ysEaNa!l5cBM-_|6(zVZ5j{YQ;{=bHRQ+jA>?=c3rU
ztR-kEcpaTgF;Uf&H~Cn=OK~SGbXdKQGl&eijp{1+#G&&T4CCc35bUNy_xAJIL8Twk
z^!@!&ut#rx@^lZUoMa(ZWuR}v;C+92`SJHunN%qVZHNCd!|1s9AiLQE(W-hAlTWKC
z1UD^s@$UF;(K`LlgSKziB62w6XeDUv12&)|2=YQj(Q;+QVtI~BQK?%&F}Be~(0lq?
zTzUDS?PK3Q&3;BfvmY01RGjdcQ)I!~m8%&tW|sDc%_X+Bv{dQmC!g+&MkW&>H~u%J
zfCRYeY72GgsZdg;3|*v6Od?>g;$Ut2PhKbiVga2837g?XM{hqCOZ3P6@Y8#a={)(M
z{`YH26nVan60~PU8Sy;oWXp`fuXaJ?mSWo0_Gr~1{@IxhoR~_&FIUI?%)cgMYYGiT
z)hwyOV|fgD@VLPKDX6@QV4hPrXW;HIj}uq2t3Yy-%7Z*J%fBzW7C3Ly_40ll`QE|N
zaP+!NsfXeB6LUm;2ggQ|uuTFoI5OL!J5+PlR!VJ4;K(eO{)^4OD2mtoMJ)3cbIX~1
zLgi{~QMKRR6<2KYH0kh||LdNILo<<tuWR=ee9^SxmlYj+HK9T5(B_yS&xyii=(IoM
z@8URC<MqsO;56oRPS0yQcrHb@N5y+v*a`l;iq`V3Kig^eo>UJ2R~5c?iutgU!1Skr
zA@elWdQ33F&Tr~S;$0Y5?fm?D_LnR-^0)8T6c=VL|A4#>%-h;qO9>i#^U^(-ShwHz
zM3)B<S+*G)+^1*hyA{5C6(I*(WmVk8*QPqi2-y2Em%Ri_((g_6%|j?<%NNF&EM#p=
zC0z5$D{8Cm9FF&j(NwgrQZaj%$}c9prHdJ5Y#+TMa}uypH^OzK!#_0AMSV~RdrA4M
zO_@m_V5q`3rR^VaEhly;Ue7d&^^hAA?h~i*FH^*SwCmsIf;fL_>0A@-%AET!w_}pb
z328ET?1LZW@7nPDgD(28(ErGa=R&zl2lRW_=bmq82QAgmwC4j*mE-IMwJW^?jAVO6
zSPrPS85I$AZWs$BEiy$+)h0+be^<(T`$w18dY~&fT!4y->4h?(vxDC$r7)v`pqgsn
zGNNm5`^T&1_^NG8R4rExK)3YX$*TL{r<nSl+urS3?Y%SjP_hM^GN4A+5UF#w+a&c)
zaYfQk%NFg2_hvB9&#CM6Xc!Gyn9ZlRGLY|tyC2y7N*IM~$Jw@Q)OG~+-~W7r^NQue
z(5DY47w`$6^|yEwLYKye(~&z&l;hpOujsEwvo~Lc1QM4%dw$^C1F6`cDWO$7X9v?Q
zXqDE3?|GNd%3mmd&v+3@@ZY~%PPVt(Jw2?0WPJV|FZ2nozEn|szCfw5I%08e@x_iN
zoV^1oKz#mwzv`FxuQ~MT@7@M=11V(alkKsxOHN-KfNHOn_8lJPGs04jfz&_B$;l#e
z{snn)_FE{hIaPV`P{}7iNA+)XD2&j#nH=~VC>+_F-(LOfp>&Za0PvU|Hh8Ps1PAXf
z<QO#_UY>2<UTE|U3~YMld&ASS?AP?Y+NRoPo_@*^HkZSe7`;NK#)4h$?xefB{&2VP
z3;EU-`F@j?T<r?+VgbUse#K`ZEA1$coTc_c0a1(h!-=e!;o#h_XI=(G{Lo2@`}L*_
zaX-0K&(0_yTBN$Ju98g&iJ5izj=`w9l}cO|u^N5-VLCO1iL4&{RM*PZ*iOgo?tkf7
zu8g%eQ<ps}#O6)RT1(2aZwXh(h!!d;GA%@3Z{=C9WQl#2`eed!grf&ArEWMw$m%&C
zoHU&=Cgz4F=2%T_OzhVqZqG>xzi)D!?*z2sX|;&{&|33bubo{xVT|+yIIj>b6$53A
z5xHxJLD{+wEXelEu*Jl983A4N;sY@p1JbZI7;XN<$vruUvjuNdz&*z?dDl*Xz}IrZ
zL?5SkIVYmAaIHP`uf3d{XXan5HO|W9yYl7I=J&2=mY2ZF8DT9JYAv&TLAP?rO}3DL
zKjA0m)hC3a_lqJb?{@1jZr^3u&?oG~5Ff|ydc+>O#qB%8{K^=;E9fE{!N-8pAiEU%
zHV(DANAvAII@%U!KyYJJs@PM$x~DuyRMwmHPb=S*jxx|yO=F{>Q=L&wyD)*k-3E~N
z6?l3g04M6zj2L{vHJ=+4;jh#F2~@-)P5BvNU1$+N*20#Ll^)AY-?$72W^c9YO7(?-
zz0~5^ArYc5q5t&W_A{3t%-|2O2pU?jB?<-W%;ffTK{(}d+Ld2&EoY4MHwxw;0uhT>
zFFHf-DvF9Ls;VG1g+=1!0A9s}SrUQsl9t^{PhV(YSmYe)akbRdCIV3rxG6?-U>Fc=
z3H&b`kjtCk%NykFWU@AhJiGwkxv3xrm9L{!_#FM^S=94v7*jPaMw0{a?t*%~P_!*A
zpNqlmf!1<!V6lN|g#1kI7_$>xw@GmVgiRS_*#pg0?z@t5Z*ANvzC^qSCIGGorQbji
z&Y9lliO=)%Qz3xDaM0@Lv(N9}bHRRgoc53Awmbz%(c)L?!riZ<I>2Fr=(!Eo*4p~z
ze~tC0kZrg$S^8s*x4rte-l#)XHxQmr`s5vo?(gCZy;@8tMvV+%+RZ~TC2Erv?}h&D
zRm_HEXyKl5IbXc!tjWh3Q~wRHW4LVu)kgxJ@j#k`*135`7;P@99tgCWI|#B{t!3V}
zglTM!h8QwF0s({Gf2M8@Oz?q-Z|>LKKFsLoL2u3CabZ2@yIEc;*coaM!bkQ+OQvbJ
z!GGMSQ~m|py?hm?h?)gL#hig%3>4vor3EL$UoMI-{wGaAthWoYfJdT7fH&L=U?W1?
zmedcfFrjhV5LRDRf0d*ub=P%6*Y&!I^TXpD0Na~-J~giD2H@KgYovG40G{4nC}6(B
zVdiKN-~nWYjz>272`Sn&!L{=Gl9hWe9q2z}0G0tX!bM9bWBe|-LWrni(t~xF!76;g
z0FUTKn=Ehs#;ZY^@>G>vK>l*q)mCb`8_-g<CSCC5y|ou)+SQ<&jp_gaL>z>K&X2Uz
zW^7I3h5=LISauZ+Ui+M48rzqfGT6H>;9RJibn+M}zs9S|Keb2i`qkCFV)AZ?sNcUV
zxO?&YimuhQyV}pPipd=h$~dHqlWlVA0vaU$AdUBp-+VHyxc@-xtL}Z5nyJi4KG_w(
zzj6JJ;TB`ggVzx&@dK7jS&i53j=wQ>KA|^tT;Un2Y^Q)0+j&P8SqT>x{;n?madeFx
zM9Rsro0h+_YSwt#O3F;HZ6~W5`*X*8)2!eNM2%R9ZCCe>&h5%VLbkom=CNnJm%S~|
zCuk;?NNK+n>nPi}f)?ibwnS-BwoV_<%2;^2K^w~V4!wmWlIhOt_tYlb<MA8Jym7@P
zbeHk0@wPkjvr};0Ez-@wtPVzP?-?IE^498%LDs=v=A4yFG7t~>g{Vby3Vh3&@#9mk
z!M_fD-3|3&hwgJa3zQ2sO;M)?%?_<8ug9;=PgASci%Y-BzsnPD9nIPOhpvImY{O@7
zn!49kF&h&v#H@Z?Y%%Vcse!BHKH*%-oZjW(rd^cYUG@L|vGC<_+oHm=!?TXY-sxy+
z9|<Z+0zJS0i;RW}iiAhx@&knm=c5Ft00k#kr&Aab`w-cQMj63aQAm;CTw`EaS>q@;
zPk{>nu60@{U_<YeupnAm<k7aMX516LTV|ni)#kS7gGYv6EJ71<JrYax8>61(COW=o
zy)CbIHKt_6HGjh+_m6$0n`?oaM}?bhMOU?{T(#+Ny{X}6>k8YvY`3yv=c@b#?LD}T
z2e%GS227tYVR|rb5*-As#^H9)q#HxzU!V8TX1)pTz;i^Q0h{<0XLn1K(D@ZOJ>lm~
zrT}mUGsiRBf9fmH)4=ufsf=z6VZXs0Mu3;N?GV%pH9-cOya@tgwv7MNZh^^wOCm@2
ziV8qHV|fXHojZb#mL2%0g8=Z~SNn)CLPx@*kZ*YRAQDo|pHu}H7Yiyjm_6XAt0n?W
zXwn+Zb-b<Am*Z$u2nB!MRRdT9yU=OLWc8?mC#lzUT6=3{e+a*lLS-W^?oXRNm!I%g
z0K&9xoHRkm!`w^btXt!e1IVBWFd4Dfr1A>(6*is4)haId)WBjurIHZOf82)7uO$PP
z9pDB?3IhF?BUXI1)!6K513)<e5xoM(!`9y6c{7{a*C%heR6?l3Ks#eT7U(H@(YWBR
zQr#O}zbDQW!sYfq99?%j)c+snjJq7&8KJ_Rz4yvIGEx+!jBGNpGm~-7Iz&d1k&z0?
zCbGB4Dtqs}H^;gAeZIf{{Ncgl?mqW^zh2KNQbXMfm<Od8X=E5fMaBR=r-w+~&Hx)R
z*e??ItjCP#Zzw$2V@)>m`8b=v@$jo5scQVJdbE`422~ESV>UKwL;N&CI!e6Ld{FeG
z;C&I_kHoV;U>h@IZ1-64B`OY_rLJX6Or-iw?)F{=tzL4k!bT`~3l85IE(aJT2UdRA
zhwU*Iy-weU^_UOb2ZW=f%`m~7)355=&)FI|<ru19Gf^#O*R-pI%<APtvV}WKq#gf7
zXd$lQfsC{i)G!jq0qJJy7b4ED87(_mM6QXtO@TzG6zPK4`#qTKem(!DaAc@Qu&OCC
zraM7vl}bGSBOAH0(P6Z%p1Pr)P794><|nXc9>RLm8N037RFTdU-+c@Ox5Hmv&+!6_
z(<&-y<wi+sAh*j+cfPZfLnvDIVeKG}p$_Gl?(2+j{?o-5w-+SDu`2t0UlLNSU0EC*
zOWU>F%052|##Cix=Ehak=H*6XF9Hll{Q9A*@&W@@S=w;OA5<@V;3)`iNx^TGuP&`7
zMrPdwmROz#x1z*WVeLeW!@CY04o`<smZJ&JNE}&IgWf7x5K=6(7Lp9zycG|BqF?>w
z8B=}%#;^1Poy9X6`l8`s@ld^oG>|Z(ha=C;Mhx`(*fintX~h?lY*G-Lgw)SX;jgm4
zy^L>mj!Kd%7i$eC#~?-E%pu`$_91#VpZyTr>RVx*E1lSeC|qb}#k;DEhzKo>4v)-o
z{$7M#?_jD7SvM1ur$OGgm4VBmms!?tGNrpDCQa()a{ECWZ_I6(px)AhFW867($1}2
zR`j1~+jt&7WK*UF5rNd@j}{kK;{-feE;afkiz@P~Q~+}q@M8ILkeO-d_}%a5$F|Az
z%p{ojeb`~qS=+t1TgsHTqQ>yHa|ib<*j_eiyj61PO4^&;8heOrdLiU;rwye@aq}?e
zG(yMlWmCZ)x3^ETp3dF7YLfoIpP0e3u@Ub=X`hU;Y${zg(NW#3bM8oy=PMMeaQt4v
z=Nx3H_}J0=iD06tt&vPbahh4=aCH~M#Gi_Zt;)ChyPT_APXup)j3ho}h^F4FO&q9F
zyKs4j=jn3YhND*AaHY!b+MY2Ntx4{_C+!FOyd(>lB*u%IV2(+@zxiX37{GPKU%{UE
z8Q;6@cX*6dQSIXfGld74a5d$qzI*qT_xT%4;-Tj!xhtm;baa5ygi>35E6gi;>n>|P
z@#(+J?cb>Esf;RrAS&*7p?2?nvhwVph+Xl=n|q<hOdaeFzsq`SgeUw5%D#+eh;@l?
z5)*Q05SI1=yFPf?-riH^L^G-Qi$^o0TSMrn4Td-OADCH??Z9`p61Ny;w#th{BzCUp
z+zwgBTxs06nEYdeR3EJD_&J!}684gB>5;~#Si1Y>de&5l8;9YIK8m^jB4ozk1XZfl
z4KS)}@4jo?LS#JD;80)8QgziWp}~p6m}I&`0YVJ^!eeY^p?Vz?Uvsyn>OmEEw9D%R
zN458>H@Q|?7Qo+m?wr0@cY3fHrzEDY6(@69-s?tysgbfXn9q~7!q!3YD$q)mRP4Vm
z=GN^T@F&Y;cljt8cJ#90;oA}`2IAv<8;K<QVgbv0?5n?q9#Mg8vK2yO8?u+%?p!0P
zK+hpf9?K&I;+&eX2uZuco~7JJEU2ZV`<}UEK`8~|y7vvelRvMT((lyR)&608^GERt
z7Z6He&?zv=BXDXb(9b9U#T5`n(^}q9if1PCzuh^sRunV{lValWDd|%hHt_bc@4=1v
z7XyaDv+XGhbGd`7SSY&Ddu8o13xBu|bXU#ce=}uCUR*8>p#8j#+<;85<M|=Po*A)c
zCXN`e_66Z;aY^t5rYuB1s?q17<=c{PKhWQDJSF>%jc_i^%<o(mkp07VFBy7Sb<DP2
zdptQBH#h5lG`>)0KNlFVay~XT5aeHRb~$B8c)j-p!DdbzV#>P0{V+jat@c|qHC%pl
z+YLdVFZ`$jx`y}9Wfl;-Gx){R*n3%l9(zkavMe?mf=+u^U?|1QQIp>=);GRmnX<Lj
zY>s==)vuOjlUEyrY5YwbVU;6nu5NcghgMEoU<DZj*=cF@rBn*`%A`e6EM%uGoQxsp
z&Mz`R(T@Nut+YqjK$C&(O~rTPZ;MB(Nl}%<Y|h1$xKd~@*(-m(@HMh|FrEKni?Y1W
z9&TzQvu|<&z18c+lG=!$>+0Q)3O>=)yws|5`11hs{77=raHVyJw6|?{bHu-(=XCUg
zZxVx)y--PXoIorUKlQb)Yx|n&6!TyX+22ySW6l->Asvkx>=@wwf6$hUgnkk0LLv4;
zOYRjg9RwJyT7kK1r+9un7xktMMMruw0D&~L%w^ZfF_FGi6sOG)TZxYDWOd75<Cu`h
z3Z{<n=NiT)nvudBMSlNelC@b26HQ$VUdz7_@#uznVLiyE%dg_UEW}s+Wu#@U`LA@$
zv?pHR_Hu>HaFen?KEKS1tHILb_WjuV3F*oAe$pSZ7Yj-@DnK7Ishb(UGLf*6$<wIH
zZ9cWSufMn$5!NhE85DWKiB~fv`SSA>>4-RC9wERH@Tax@ff{2nxj%y_JHD*|$!iG<
zf4h_5@|fA-x5KmS838+~=3=pC*KbWOn5>7h99t}IwDZ{B@DOTW<yO(e?O0M&yU7+O
z-uk;1(>NIvWwg-=J)vvA2u38A?T5Z9&*=78B$A}&$sZ1WqSz3*`$srZ!n7mRbyS6c
znZQ2KLkgluP%9U6-hY`^AvW?jez94%s@in784OL>B(DbFRW6<LuI~1z=H{W}(hsFF
zq6im+ShOG++nqq>aCKv7lt+Ex5g+LBx|2oNSi-(J9eogc2da>Boa_K?`4q9Ck0AA{
z$k``52QOPlwShSPlyLK83%kDZ$0t4tQBiNEu=aO6F0LF`x~Y9;%gxgDNby6uIy|!V
zh8tsElUdq{tKaVBGaO=+fz84&ASdYLd*`8KUy{9Sq3R*UIhY5(_}q~Ge&hJ;pJte>
zuS;W%Cy<oUf~u6jw{=v>@59z)hfT-zI2RDbl_T^=SmpE2C!UM=Qd)c)t7bOxjZCn~
zuaOzAA3tcd$jHe<&e=$Uka#lAyQ%@#MIqKSEx*+C&Obx<$r`)zZ&tyKhBMf{T2@Za
zj8YL6X5Up^Dl8D2n_;YRr#^b*Iajo~B$)B*<RC`4@L6p_NZEoplPNNvixJLBLrql4
zVAOi3wM-6=EY>Wg0`6f(I0I&Uf@&T!(r*wCo9CDZMB@l%0tN{mKE)WRc!}dF&#}rg
zo$BTEMr&YaQSmy<_Q&u+2>E7ctyM&N`dABSv6H72MG|!W!sg_6krVR(*b){Nu#Qza
zmMPkG5oq`eNm5z69VsHka3=FXh3WPK2=VW)w0+n^TeuDBtJwd3`PXRag}}8YzM4VE
z4GTw83c>=%0>TL3V3Exz_()Nh$OxmUY5JJSdw;8kr?@}8M@cu=1hbE!D|(aR63nW4
zMUS@38gi<oPVV0S6TY~zb`7G+7dhm2jR8YKgnLRzUcAs;{(c-ew6VbVi3F5zBT!0k
zb*6Wn^XB7A{kAF*sN>s{A2dfstn(=w>@gMM*QLh1{$)5x6Q6xarLQz+t*|`Q8u`8?
zWv4TkAv>exl38<o1rc-X_eQ>Rb5s6kwJ%Hl;l|2A$vYNFzwxf9rrXLZ-yZ90#-vKx
z7Mun=gL2ZpFnL|;Cv*)G6C3m3kx?>3R!XH5yS$=A7m8$Pr^rR9ua~CMdt~)TuR)re
z%i$0D-w%UvZR4~O2Cy&K*a%H=AR@K%zA*Am;``}ucrZMY$VUvmy+>%6P2>*@E^Add
zYC#M!1cj$+HSs|esSRj`^Y&gQ2w`%dd|JA^w>d^Abl8lR5i91c3>R=<1u)Qk*Oxu?
zjj?Bk>N~e~Nw~<v+&53=c79~yYnR73QuXcVxdd;0JtL-~5`_YqLH_Do-u?xkBO@i|
zYBBddu>bytOGXpF)c0%OH*p|4JDA8j{<9Z<lnS(J<P`xwm5?4g2on`8VwJk{MjWq(
zKF8RyaqYJu!&_(};im0Jx&g`rRTUf<gwldTWI#5BBb{YZpwL$sW?n~(c|^N9eRvpJ
zk8W(BsyKtUz!+Kh<fnik(+7t`!wn-wW}{{1^t{w`9+R|oXlzbVY^yU3lLGU({D!F4
zi0`W*U-zMkS3^HNhRWQBWPFBX+{Z?b{{A}|9yu5tGk%f3Wv_FNRnZS5S7|0=Zx1m7
z5=2QE;bqoApMD}oDa);GwN)a&ed42KkNIiaCYn>!tv#1uZT?j&4J~$;N>dCDxvMG$
z2?N@$c>7RcRFPX|<lO|xsIPdkS3%i$GBxG)iNi(b6@JJ|z7S?rIC;o(6(lHh0r6Us
zojeFRt`?ulRv8w#4{L!Rgf~-*MFRTWEkJ%?)!GVEOhJ_rU<m<|FA41bBEl?$^6+g`
z_r$L?xtH~M{Oozfi6^_?xbKnM&E#qe$gv5TPLa5_9PgGOF|-2}Z#R?hKW&*#a<^!j
zjY#N@>8;WCa82L^_<U>MefV}REA=&>0?u8;iLlSuDjHo5A?l?awQSaZvHgI~2ffw{
zuww<In(?0->pw1AJO!|z1*Q*Z%Py?<*z>Q$wYvgb9VoH=wvJ@!zuXdqwZBL?Fig~V
zASKLHZKLKQvBI01Ig?jF$?)yZ5_vPVUc@`YRW`u^xmx+H(7~9q=%HETqzePp!`psh
zXrpLAkB1ThuimN+G}eN3fz=5eqPs>^YheC!(gAgM;NB<<eQaKOk47Br{yqg&c->v#
zz|-hwBnIJpsN~{dMVKc&0y20*r2e43j+<~zrG%oj7*e&)u?~MwdgOoxSO{rE#J*Nu
z71w4+qbF}otDcS+;DGzI-Z;&Xf*3(>s3JePNSbX+nC(a=_>r>XLzXSzwzbWmR^`5K
znUR(^H5qrhHB<N)+v%Ag=0bCd(e}4oT^RuRV<GKbd+JK24ae6`--U<uUg@Xr<wy*?
zB(PliRqU+xm#0b&y*Z^m5PGdl;-4a-XZ@8c<#T(McxVDQaHRGv_66G=*-50erORPu
zokZM56=$6}-pU=#{~$5$)vx;0q>`NjN>nZU%s%?Ja&(x^$uUYwD*RTO!R9THv^NPX
z`N<+#wBAtjJp<;DgkbH^0xGU2hCfG1K%aNN{@92>QgbS~(UVzta-yO1NcdY^uJ*Yd
zy8$CD2mTg(0IS6=IvvdfyvxlnMSZlV4T8QcJmRAGP3`sPX`_ygAvkF7TCZf9oQd0o
zPSN)V1^T&t>HB{QU%gN2e3&NVL)VMoiA%c!Tv(A&OA)%v3IVO_3-tGBvhH}Ca}{)R
zM$psnrb#(71G?OxUL;^`g(L^W17<T2`x5BDq6HPqf`qgK)SR8ll(IIz*k?)>d@~2U
z98WfOGrH4n(qX{+S82wZ!v?ZS{a_QJ&-`~j&*3#5)2LbW)4vg?+^N59NroMi<gkrv
z-Vq7!n;#H6xc2jw*V{}-Z&5pq@`mMQhRtfV%u)^<y|cq*7H$+eal1Sn8BVTMdzn?P
z;=jTb*yqg4I;Qm7%=Vb!&7=#uYUkN6OsGNP_lg(v%T#2}2_b58#24}Dhhd&e6ICBG
zF~lV8pap#BUCH~apN&>m-sGZjXHB<xz9};<Qn2aOEL~2m>u-}@5Cw5p3qgEbA8&Xb
zx_>#8>`{ypbmqJ;)ZuzauVXR+z>Z|gS~$fnaR5+#(5usxn05Fubt#}Lu5E~LnuxoG
z7kf(hJV!)M5Wj*FWdu_NKU8u*sesy14(_Vo%6M^otJI2f`D-MaSzPDTWDvUH^dP6`
z{_$1dU?Eq6R}WpP)@?fR59VD>KYBAZsZN)hPQPGwi!XH%>zh3IP!3lN92z)Irl#N?
z2qwn>A4sHjTNiCp=p9{39LSjBt%|$F2O+CSib(`}AFBCo@+jumHs<p!1xIFp-$v=h
zGAl$o9z*^PulFPIZQ}`FfF856KVb($yt<#Hy~__{3`bUV#tcaDVgow9q`DU2ZutUY
zPku@m+(^qePJemFC||*(pzdg-KHTx`PGzeZH9g~j<XzUcbc{tk@1~z7*VcVs-`Sm%
z#L6qbK@ZG$x&?agoFh;Q#HE=Zs5#>K$9q5*%fDC)wm?dZ-#M-&?>~ZT=xPf!+w_Ra
z>-aaY0<Fy6L)Uxbrf$0j-3cTPVypWb{FjCkbd?poPIhJ*uy6WzU!v+Nc81@@=J~qF
zS67qiD+k%{6}`X5X0CYAcT$0xZaiGOL=aC7Vi8UCxTUe`ApB{6+}zCN2JDP@F>{4N
z`|n{(_6P?*6z0&c*6Qw6H~9hDL|>HuG4AAYtRyg~=4?qaPlWAiemFsPcCK!(&t(ec
zvN1VU<)^DXReZALTjEAebhor=vjV!J_N`5Bvm;K=KFR&s!8<94s9^K2yMl2lKQp*2
zSf)t_fTK+v>vJm6%``O?=i?TT*MN&1tqpxR;=d*6TO>GTt`BngAu`)o#Q;27sBNd`
z6-~4SvvVrXngEI3K6+h1a9SOQJ&_XxIxuBc?Opl%IjdmLzER^!{rfgElDN~4Dn@xa
zZiItZz&Kl+U#?%xx90qo5kTEkfR$_&^}yFtfdUOFaW_N`M5zzSpb1R#p;5+f8H@Mt
zri7c-SKOJ^VA*qg7$LIwt$*>3{bM1liux4PCRlcy9?miP?^YCZjEZVA6UdmE9OGUd
z)t2XD@Go-cCw=?mwZ#neZa|pg(|hRIXHqZbR(8)d+rJ70NTrpW2bG*X6<G}~eidq-
zYm{2JywKBUQABXa@@Tj{XRDBtuHqDS)$SZDE)2{3)LvB6Q?<%-y3FHcE4tGaGf~Om
z(RLW0Ypco-L~=A=Ei+oeGwSB@2~`Tt`G%n;>fNl#SDg0u&d;MJmX3dSFKhdwqL4#k
zlHWW>S*eD}@@_2gp5=J8%kj84j_<cg%8qT)%1e!TFif>J3|*?(8Xi>7%mE>fYCsNZ
z!#8-NX-H696U@9*ApyvJHL6z8{3ooh1wWl{h!}AFXf;mhx1`=3oq)P5;8o7SZaFNv
zas*(+z%u~z&R@4ENz*7_^(w4c|6Tt_KFr)gVRgc!?9)g`aSSMGD!4tBt*~6F$g{!u
zFwprs1^EKPV2R?JWt_l1Y@v`y)`k*;s0R+`MDWc~QggB+3}}^UXqD#?aLhlJjXL(p
zCTSi^`X^#^A$5tZ^Pn>C8er+1`gpSmrI7H#3JI}!Hkr<S)2*aGsG4IhR9X;aYT{L2
zeEdRfVq-PB;&ws*PlGo6XJ7rDmFsjtEh(sgs)`*+0GAF!k567aW;#FvMmfwOj2z=&
z3}sv#?5q_`2V%C(_Ds=V>Q*XtN7I#Vqj>k#ZhP7LPnkvP!G*gDkc~8f5b`BZ%jfH2
zA(piSejJHRunH)Q1Gx{p8u%qJPXQRI;31F9?9?pfIk3+>Jo9x8D*bV_z}5^iVcVNJ
zWNvF<ja#4~CAS7^Age$ahla6-{E;GhaPqKUQxgH$T+8WQhhHP+17eh6A(rQ0U~75B
z2%nM>gOCS<qm|;Dp*cIZNl+y5Dy6^<e@Brdh-6d6@%j{1G8*va2D417KTr;63=a#|
zd$mv2f-<`GH4dFEa+8|FqoU!oqR$C6!$pJos|XD<6?26RZ+@=6+1s`WZDvb*Fd&=!
z$%#+d&?2C!ab0JoK=S7gF+~$Yug1ppyGoytTtMXD9~7J_hZc0I(uEZ~`34A@0HhmG
zCpAtRsn260T4&!ld{bw@@P+Y{Kc4yX_9sQd)}bh1OZd;poa9|Bab!xN&JPJud2yU<
zZ(7*(%P7<DyJBd*&=rSKWa2QiG?Y&#2coVBBqhJ-_|z3CpTPEtLwNh?^YQLuh>^;t
z-gk1D^!`!`t25gvZ8vHCpX@)dv~-Hmb@_F#EbEHOuwJ)d&nAW;W`og_XX7CvkMPGK
zc4O(M{iA<|1`>}AtC09mnK_jK)7z^ssFdA6n!-xbOPkI{3G3kxR-B(VzI67z_RHxk
z^kbydd?Zt)%$E6CReLeV`bjdk?bqUFF?OGq<B678;hEQEd;&Z(G4I&k2Z&!Keb?{Q
z<=AiQ61R!>6xY#Y2wJbh++07kS;vPS$L8zoEf1Nf;PU{w(Jk{*N$LL0Yl&<8aw!4L
zEA`{I4;!C%&zznq)%?B3jI*!(Xnw&OmdA|yoy=~i`zlL0kl{^h)!B&gfhXUYcg@4|
zxOV~p?f(6N+$UcAe!bfk%-b#cuGa<(@4Hs_WN7KiJ-9CNMfDtuZn>w1CS1j$nK{S5
zYK1Oa=n=uBCuo4O5f2HLiL02D8ZC&8K0qV+nbm<M8at23jl7ljcFR7>X$`0h41XqI
zu;Li<geEAVYUM$od2xbYZR&=H_IvWruVTjerborPW}64@&kbqJjXazC_i$kJq2YQ#
zo9B?st05V$p;6zle`fhVmcEtj*yJxcaj7CBq2$i+NQ$s;{BLkJ>h;Xxv-1&w4am+(
zfzAlNQO4#_vHoOvRD3yL^j{>Fwzoz`{|ttd2mcEbB3f$FiHikZJ3*^#S}<c(00h;6
zPT2YiVO`YMBG>--gcO#dm8YE>FGOADSJ@>*1zZ|`=~KeA@rcL;G9Y^QKjZ;}h@>V(
z>D|O4k6Ndh_tp5+`+#vE_}W6NXm3toZ)!mNYjFf#Eel7sfdEjMvOb@R9`EXbGk4RC
zji<{iri)9pX+U2LGP_j%um4V>#!vPj8Y|L=v|5+X2kBU;kFb5O#L$qf2M{p6RQTEg
z)4w|XrPJKsh%Qqez-omDW_WQlU*A=>&|cdi-sXm&?o*5sA7K4Y6a@&01%$wx+XC25
z6dVdkL<76PCJsP9yvD&O)32#aF-K(Ki0FaleGFAUEN`q>9yrJEJkEYV9`w42YiWjq
z3RP%I(3~xAlRE%Q+R*x|{x|4wQJ!%LZ9K32#rZBCmOdZIv@-^RD7Mz6Cc;ht70{^>
z)Asc>undl)+3#nQ&G#k%TXZB?n#{YrkNb}bDqUcD&CKvs?m(YaSl{y49!h8dgeHo3
z1UY3{^2I;K+F(RZuh?*`%ut-TBrqJusav)~b+{qwiPEAI5lzzu@z(Z94`?HAoLY0x
zxmv&9bxvQf2ET%k_W*?i@^-)Oe5EI}h>QT2$Y^&}j_s(yH4bHX<Q+kCsW~A~-uqN5
zu^0mtmWA4(p~F!OMOZ=I1&HaHZ63uD%ZF<qD{WfHL18LKq95>5A-HVy7u}AOx>1gu
zI&8GSgSJDaiex^w5(!6q@bmm2oLzH-%sdR}p@5zXkT4I2#o$7Lh89#X8lLa8KZ5ku
z=070SAPLgr%?f!J%oL{b>>1!Pdw2s97Moj379w_BIYZ;66noO}kS4G%_R5ckR8e0K
zu6@4x*?`d<1F0^DRFp#&(nZUpZ04~Vxtivhl)IE~`fDeB(r$4)dp6wn;?(r&W<_OQ
zpB~!#BBWb?P3JX5KWymt!%TUfLqSLrv-Hc>t|-yC6v(+1wKzJvAJ)bjYuV8ZE62BK
zhZ?JN9m1q=ciDoP+tGqVF+H|+`YS{v1-Z-YM_ETp6$*`gvfAf=laL$k>=tW`gC*(n
zXe`>&7f6Q7Di_PHZmW<PgVj#e5N<v1#yp<^f9j7HE_ZKj#-<cIMG7YFnDFN5HT9ue
zqcguDHgTsBrZl#)3lkT^FB&^OQ#e;kXnwoc`1NC3mVo&rpnFF);x*kLRz3L(i<)IL
zFERMH`6&g>eWnWXpz|?O;VV(%T&`jVTRdJ*l43*BcylkxEW5W?H21qzSD$F$k1eN+
zY!`-UI)}4{uYvbpncRFS;xBWhyAP8vTnDy_p>o-PafsISpyvF$1dIZC;BPI7Z+n(B
zpBo(3cTkBdO@Bi|{G;-IePFoar#{%ak^_h9QyQm95mjg@D4$xsqL`S)*v}*Qm{f7m
zOf9Hv11a{8&D0;z*(ILu*eK(i?yrVZ<Ha1?nOjlw{jsKpZGcp|P1HP7=4ET4Aulb#
zYS(LrLXu{9EybZvGMpINZ|XVYr`X^ZKxSJOC2$Uw#Y9vaN&bDLFxZE*q7{|wZM^fZ
zPDa7m)A+EsGeow!P_Cxr<j>TUYo_Ay`k?<@kjJKO^&22!c;_Q_j7aE+MF$*Apc?D1
zUF{s$qm=N+zkz^7WlS>)kB?u^!!lD4-8a&82bAkQwnuBKQF4UIm9taxJLOl~EyeHa
zWLf8CJ*XzjXp!w5YD#0XlUKNdF~n)mejl$r!Rzu+H?Ei%6OQ)0beo&S;p*y8fxdgc
zQPY=O2<G#J{xgeN!tUFtIpx}uldE*V{eQ5(%3F<UJe>G;H1;U#4v|pDYmUOtHa569
zPn|wD9BVlhzLfom7$1J+ezZC^Ib}XqexPNzrC=i42m^9*$%F3rJ1ER!XWQx`&8H^(
z9qx&?p_+-LK%8zh`_AHG3oCO@K#<!&s+k$DuNTYKOMkbXi0a8(=5wXHDobe%-jFK3
zDP#TGP%5COA;c1g?UcSmo}-4J?GzPFhvMIEj+h8W%WFdcT4Vqli@TX_VCTmFXX<$s
zRWFc)qU7|)$1us&q@mykpIcz3N4xnl7-x6s55&@Yf7UKfw@G}f)C-iae)X@xcy^rt
zQOjqfr@^3YWPD`8!b)T7kZlciNy3osHSL~2#1UDj3Y-YGXI~=1UEFTig0J1wn0m`h
ziY1{SRfx1LJ_RQ1;m0gco!0*7E_2|=ly%39ZL9RnmH4tQxwbL6zy$rYIJM}HJ08AU
zfGg7cU3jDGjn_Z;IPzb<Jnvjic~==Gyb+agGb$rh@2)*#Fg9%WlX{LR0GXMTF9J1?
zKXW6bdBL(=BE@g93!xU?g?nl18cx;$pEr$SF4UZIt{_DCLW6v71y}o*JL6v*qNWOv
zA6q*f2^texs)Ac#xS&zLM(eu(LbFdxci1u&-3kLy29Xd+h*&8@^XT`+<qhH=Uf6$l
z@ird%ODWh-Obh6FDHnfGB~5t>9MfrzZpoXLjUbOoqlL(j4l3RrFMCx=Ji>@T>UK3h
zgQzEcK{kLj)vZ(fYWW)UlBCnJ4~H`PCf^LY8^7uBv-N(;F7+CiSphzUWr6i>H%ER(
z2CHcCK_bGDYCyXHMJTzI7y-7(vJZ1W>jUYhAC@f&-x`shV^$EsN?k3m1m##b6nJ)8
zs<|i8HqOX4lpYka52KyZ|Kh^|3H8QAqT(yI^$3S!Q2jWDyr!S>TN#JbX9ZNs`Nk(!
zF5OWPBY9~8{d$B2#U9jf8xcrgMY-dcWPMyiiuH+Dr;IJpYT45#goWvdTgHUXr1&;o
zlTq|!#{o>~_IIM%6p$CEetTgA_`jthaB|H26EQ7DO7F0I-hHyz1{J&Z3^uL@QggfP
zRj|N)wE@aI059;X$>u0DV+ZErtvKDV@-MUhw|`yZ_}s}#kObb^VvQ*q>Eo+7c^@7L
zo|@csn*nSVLB3GV*Q(Py&(V1m8>h*dt*F0WqXzi#&4&PqS)0ClCIz%*cUIBBs;lAW
zR`;@Yfcv-=<;)3qi_yqs;QqgJh><t5^o*RN&_H&<P0r+iH;`5X$y|>yF1dS%Ndd4-
zvQG%+DeP#0lW<b|K8D;RUJJT-q=EsrD(Y>M_L7AveJU1Kq$o1E|FrH<$7Nxn_SqUg
zQAG%O%NPpzr2>~O)a0Nn#cBf{1;@8<#)>wJ%tlPAsm9yFFOrxxzlJ@gy6gT99?rC7
za5~CpN<u7U#H;PrNUI>rZ&HQ4R(*=R&ROws^NGgj%Adj>pfp@SqU3|Usd<J^nHPmB
z(tw8@5^ALKqJwUpbQ~}vzXVeH7V;!Gb#3ou^^$^Uk5nJ^rl%%=4Z?P{u5U)3nIU$b
z-CX{##jR5*Yuq~IHI!jfB;Q932^;KrQ^B(_5IEw{qNDF^>**rx$w~t?6Skp|He2y?
zl(Y**>)kq&kUCnq=E?i$aeBem*t2=BW7hD|MyS#P9?r^0i=c<DVOOGhv<@}g^Rues
zDjGtQ!oMYCHbz8m)*E|%FwdYox5B4<{EgfR;WCX`=DJqDE?LSEW^d7%{4`a^-WBuJ
ze44E_cHIr%25l%Y*f&Ks1gu8ckgI@df*iYtSoGu3KJOP1l;WPu$DB3&zIMm_IPgpD
z-XIf!>T7{tob{tBzjVX{W$d-Be_#>^xWAx|!Y<^G_ZRE31S_p3)PI9JF%_*s6~S?c
zX<;`aSV^Hh(Xk8FakQ0jKR2`Ql7?`SpMxne<636O=f9~iDwXf(RfQ<TRfnkwR%yS2
za)0@}%eTucb!>cAQ;_{M!=ljEI3G-C;b<Ec3b#*muw@aHi7pj4wRW4|%imkc*;_5x
zTQ0C)D-iS;Df1eV@g9*_6he9_o_N*Mcv+DyIDK6ks8MMKfhZwXiti!JtPsC{9NLlf
zzlAmHDQMMH+s6T?{XQA%N}_0cJ!BIP7m<QhOF(a=P@3ElEwk(bw;`cq9G-!HufOd(
z2K9MyxANtNq9HsuCe06Mv3Dxu5lP}eH5D+uS-0DTd6vr9pM$Bd?E^#bi!Kk^7xFzQ
z01}U+OVfNpVDBB|`vC4DH36?;RFTJ_fMNk232#MdvBMcVsqw*ADhptJ5DL<3`Bt?L
zp>?P0NttbkG&+^$c2F6J|JpE~JzWybX9TpW<XMY;eDdoES8Ldu9T#Tty2NDB1hF{B
z%s8%t!x}ge{$4-Ap6>%Idk=>%*S#Gb)pL#M#$)nU)G}97=0}gOmL2Kg8}o>ieW*1-
zFOz6R5l<Ej=E8^YSZE!<V%1gvX0&{nj2aQSMkXE*50tb>lrf2+@0eJC4i}`T5u<m*
z^Bk#k4N4UMn_}_%Espay#lCC#*NL6<g{<5=e1Cn7i{;PrT9i^mE6hrPPOYj_|D0XM
z(lZ8aA|)XjV8RhF%1I^GTfyG`MPxj1hOYXjs_Tequ@ht6Q;t)P=BQ>^<gKtNHVN>z
zUc|3`sNxW56jN}lu0}ii0z$}$pb8<h00JS!20l*^N<H=N8*+^06R}{G{fA%S5c9;J
zwg`}wC=f7$AkM!?UjQg3Y9?z^)fLFOY6RN7k{chI0a>FI0?vA&8_zo-LL9;m+k|35
z`=~>8j>$+_G0KA@$HPxN$Mjx3OW!NZ+5Tmj*>K2G=U3qZ&<dGK`ch80?xWN{QoHI&
zaAFy<84vD9<$ZmjD%E!PWo`#G<Uc5-s|^rFy!K4;JNiJ%yuVt3C$nOnUk=uSmeSmc
z&kf#(rDd}UaS#5TcXBwrHq@d4cY-`?EQnT#MZ&FVq!ol|?y(9R2C~99m2~OJ+$1@X
z@E}GWu@EEYmsRS)Nb0-F&8O^LgF=5pfMU+`mhr!BdUHVi<K*NhQjjq}rSF-{C+T~>
z7dn04C7<T$7-mX&pT3@M)6JCeIs9S6qkB{7<zoK*cDz-4ySNy7zExDyeSxVoFnbji
zhGu?rg@|a7dh{6=$^}v*B_fybDp8SWPNE7ckQ<q;$9Y4hQ-Z#R$N2u9K)Mdbkja?L
zzP?RsQaCE5*y#S6(3qsc>%3(m9kE%e)H5S7(EL~}^>Fd_TGn5i9(T~dD5ubje&-2P
z(aKxRG(kvl|29#jm`4s!76mouO+VwQxht1!!^hGEhf(=PPFRpl*tDDPnR2HVyUT$|
zx_P?1KL~zGoyxJV;V|#L&sW{xb=>69Jq_!D_B1gAa=A9bw>18sCB!e{Z+kgIqW)Zx
z+<WjP#roJJ=UC8*8*7qFR)YLB{{804q%vW<fnXJU$v*6u<C}s#fO~zlCM<9pDN%pa
zL^_B>gbZcF{9mUTzKob9aLxo=EdC*uz4eN}?Yt3pK|~%?ENZ2q++7HC<RQ|2^L&x^
zi-_?ca>jg>II`+Wd%osG&^Q@qt^(QaD0z@2&`$OlNCaS?dHv*;T+p$@vV~5%ROSL=
zxCPal^}R%<N6)6}^MwwXG&kqTO`bH#K5si{EF*x}`$43yw!K<SY3P_z^RVL#yst;?
zu&yGylOri-cJ?Dt4O^lOBY{ij1b?Pk{N@*%xjDtlk98l3r~6A5Z0L))5?8{})&LQA
zQiKi)y!<HY3TPlK_Ryd!2;kGrL!k)AYxh);%7mq&w}3O>b8qo-OqZqcynk1+<cwvi
z8W);Tw09!aG&KU`XVLs_L2d8V2fP@|y9b*=5ocu)S-6E$+kh(sFt`6k>|Pzk!3YPx
z!A${x3Udz-<e&HWo)L~u%s~J3i}bY(Gz9_n;32Rqs`02hNmn$Z?#;z{&Dk7ofB$o}
z@1A`9PkXfgWn*9ZnVTzWeD>gt{aCuv%%1aBklVd6aGiYI&W2)H$>niN(VB{KedCX_
z*qM*B<ADb!GfX$hbK=nB(fQDbkULGjTN5*8c|Oi^WiCf$yH#h^&aeIThZ06>$I_fm
zIcGx_5TnJj-CFYaoH8mLlYbZWO5IrUPJwYlL&2}QLbxmN)t#i0kY%#-Wn6O;77ROT
zBY5Aqbo@h#auziisS&6a<}H%pFTUgaDtWKf%dL7iydNl=MhSUVne1-HFYbonp++hs
z7|Sq;TuYgN58HN4y*Ef1Wv+>g1|yioA>?f+b%o#nxca0=`2tmBtqOfkXo``_uW{Zx
zZK|z4`~mFnWGm5_pJ1ZpjV;Tc!}n9>Ii9a-@<pydjk*1dcx$2!f&twAd3cpHmqmL-
z70++y?%-~<%__y5BEOzG&&1ktdW8!5NDsQ&e0k5s>KCFe12GdRjAiWHmE!#QBBTbe
zASY|aXPSP7nmCnbkKY#LVARez@OP8Z?xN2ZYX!ReMy!9gs%#Sf6Q3MnZUN(Y*D1q`
z$F?HN_HV@Kvf~%*u8~`ZSKz34myLtngBwDl)W4sS`&*`9rS84;;$=&y;Es4n9yD+N
z%gDBt>KbUlStCTu6aq?E=|{q=YM?Hps2B8P;8ziE`TFkv0;MtqBUs1<S)y=i5pVAd
zjmY=Jrl6KZDhH0dEI-u!CH)c>63kEj4Jk&ZuE|8#V$Cr%6ajp2GCG9tdZHSn2L(UE
zc4@@KqaP1Mdj=u*+c<z5>tRA;-{VFpV#o?&l0M`bF`i+zLebjf!ScId2PC|1XbB#s
zDug^tgq7&{ec{{b8|<y_@tiH{MK{&%uh%XvoqXd>|MLxp)n+|0RJe`WG>4IcMBro9
zZa^xnSKw4<od5G;Zy5_$w{@2vz{V{_bgwDe-Q-C||C+5?h#<#|3#cM32|%3Hg3Jk;
zq_a8KQjae9g^E}u8HDs5I(uJ@%#>mG6s{kxU^1pg4SMzCHbr6p;BCFkzBP{{Ika+H
zTMC@9*xn*|pa%@WZyM#bu;ALJ>9Lazw(FR2k#LpZkZdIR3L<UKOJ;T!M8Ieujm|OR
zXv=e~%ND|QZr|Zv&llDrb)D@FA4fuItT@n=SnyyTO!?YUricjd0^e8xur{$EruJn_
znDsQfqxv!BO^M5}T$|}>>NTu)WJ7i;Q&@n?B*j61g9xVqEH=_mvs6R8kgXpO!klR2
zZ2@Y`wr+1h-9q6zkM-T_c@TGRGLXk0`$t+pA-R@P$>xrxu?*BX5rf(Q)V}#ZWR&r&
zSg=-4|8=q5N=;e_&{)<#au@fBs((z}8V+%!dTcljl@9>|6V}F7vr4)Zek0*dKn4Mn
z^KGOCvRveuokj7V#wSUENmLB&w#=#@zH&g8bXv;w{SJ65Y;^4s@K7W?81cxinTXkk
z<$2gVT5f0Qi}mAG*gT2Z4-^ck=B98qugw?fEovW-nTcf*9zBwL{Ax6l+f;1CtN#W4
z%6FclB%NpW=`Z=xoxZ0yeou8MxS8KO_DRyj_M)<;q+Y_aHB9b3&kvo9Vri#$Wzn_Y
ziZNf3x&{KR+7m6+&Dwvrb9V}dtEh&7vE=9HKtS)?bA!$c%Cv$_Py7B%0u=@^j|YrU
zWs%qodf&F@o0_kDkt}#*&D4ek^OLnDKnP15!y_PnM9vsEN7nkK?;W#))iMr;@omU~
zn&>f+HZsMLq4gu@Jz#i;BW_$~nqzw(oDff5NAUkQcDpSg3LU6Ahptl$u!N}|ismz<
zp)40I@of&RD6g1rx7zH`&TKY6qY7MNMl=QfKX#Ibr68R%g&aQ#6dTfw_0x^?(i-ra
zB#FX56db&j5{7#F)lf3t<gw#t<cR_;86`Xp`)O6mx`3$9IGHv(`DEt3W9qG5Jegel
z+^+a}XYq4N*XM6`C*|8gIWSBxG)#mqQiVPgS^v$|m8DZHu1VwT4cO^Pf>;?A(9g%^
zFpyiZI~V4-h<(5y_;8kNcD9t^`=lbbD2#&xviC!4fNy#$irfRQMsiOTfS2E)Avg5M
z?*dY#Xcc!nfRrveGaI)X!@5xI(S34Ih`u#xi|qAk@?k4xN77-^oN-_g6_5{CMaJ9}
zM%whBwn+63N=?&QfYnJ4F?Uev6{|4CPCR?JK}rbWmGyO%R@!n?V6Q5!1Mu$b1t#uU
zF|<49Dp3B@>f{oy>r(2bmXFqdjihOU%reuL%ZXHmrl8cF%@}Kx_#M{{Q)a#cZ8Ehe
z&I3z>K_|H$ivew=C-J8S?7u>KeYMN2fUGZ3K0L`0keyq`$j$(uP=<y+jg9!bY8s;F
zSe{h;+aJP_&GA%C4#rr1Llej1%BL2|ya<8&s}xZU>!Apdzst~eb6{0&VVlS4nYn`i
z9@+1=fFAc#>erOW*c)!eI&z6HXR?0SHLxT<KK@pXq#SiW%w#FFb`hjtjhEHHxx|=~
zA6lv1DGPL<Ha0?Rn`?K0$I?1PoIqv;pbWwPCodXY$|YYsIk!rf5kS->DT|>?zpcU`
zO{M*(aC?ARM{ElvI``6bM23m;;K}BY5r?n@yV`_Ybrobz@9~#D8fzhH8$Zog$(<iU
z#I)gQywO6*QNr&FaosW@D^&*kJ~>bQApmmT4r=X|nVGl_nD7U{QG;gNL!WjG;_=W;
zq9w0+1ccg2H6#Tgy7+rhelb1VIE6%nN<tbU1$<%u8h_2(_*S(0`TM4(5OS3s8j17V
zS?w!JRhW9yFZ9oOA0}C3SB4MmIDYwbs4q|L!RiCae7m%P6b%X@R*q4tF}n;n)qp!9
zV74BY>>iZT1UP4sp-<<D&4#3H*_7mWvx^_au<{X`$NpM>``+;}>01QPFGyyZyzaAD
za0%s&8`{rq=)v!PwR9+$dg*j$!?EVpdhP8EK-x6ig?$3&f`-~NzIe&jE(u*urA$db
zPh&p??T3<*q3&$1k2^Y2JsT1Fz{EU|nkQ>hHClPov4pQLOVOpj-O#>K(RT7zcged9
zMcdxx`(FTu487dBRjU>Vr9#4%A0MDPkB!nHbYuhCj|I_KPU}Qb21^*x^_+AAHds`s
zYhw4@cH$BJq*+d>j@_4;#YBQ$?$PtyY7Nz_Z6YHPNkggVV*I$oiOBORT%UoBR^l<0
z2eUidgiV1vE-|#{^x+Vjdri<LFUxw1{Nz`8o)?#+srp*Q4|I(ZLOf%pV7hpR$RrlL
zR<|q2U#{yeR97}3hvHD3)HwSoUw!+9ipO7URoQr|N8LwOTgGB{?HjJyUfkTa-3C2_
zv>ps$)4AOlhS5LrO05$!vfZa@j!X|g;0g2EV%|^Q1Fu#Ue<xbpAtJBJL$`0A1?paS
z=$-|ZF&&qd|GF-hd-dpXhksD88g8mr)D>15%;BHgeWmU`Msf7LJtFe7!9z14(RKIp
zjfio$c;&=$znYBm(<<YQZ*%k|!*l20TpGPWXRTfv_F~%@=I+7jvPh<45D^TJ!K;{>
z@yF{-sVyR^n^Kk%&@T7jQ7#<A(~FtUtZyjRJ3Ip(Z^|sqU8WBall}QV%0N+C2{2RT
za8ssWmK-tQA<?w#`evz>C~8hkY(BM(|0v&ribuL>;6vM?pl&8O8@V1$1fUiQ8qV)t
z>U@-bCumjh{f8v;$LW#}Ju?&g1Gr}>m>-Q~%4+x$1St!KbfoQ#Zua{we!m=FkN9=#
zcN>m<xR!4=(Cjqv^w8En?PzwhP_d>2H)xWP#WodqhTn=SsXyDv<3<1SCX}3&;CBvq
z(ZoYZ5Gug`GHY%Ix900hB%JJIHJxwg{gw@SbG#7;2z(EEK4x9*yuFP=H4?_ah(O;X
z{1>O+DAeU>66}=r+zNeJr|^7sqL#qA4^!HT+i_NCaO>%i^$GGg{+m&;7w~F_>rkRJ
zz6pTr#}I6Ui@e`W1RQjI52Z-J#l-~yfuVp*2k{>O2pG9S(=BEj4)%dfJ-`QtACctk
zM+BaoC$#NtPX)d<8EEMj_Lu#+GgY}^3C191XKQyt%@k16bxY@sth_L1FwTATuTL{<
z4YpTLLcsiUQb<6*A~aWdURGyLy?y;|x5B@+e|r~nN|G_#od~<9U^2HizTdx^D=RzN
zhF{Rr@54kC1fC?RAWw&r)at|wOU8%vYN}}qCc%WyjUK)(xZ<C-3O}@c3;8FWmlZg9
zlb&PW<xHPGlgr@7P5m(>4H~bj!dsdF@!}abG-fpXZdVveedT(pj$H*`H20F0G4;%_
zBqrQnxEtnCfYqP8`_W4j33p}A^{WM(vRtM+A8W?B?@V#sX=}p((Wb7Wg{DPO6k+fA
zIv)dJgjx!!VX?^RG=!_mO_3^UdXqs3AQGNVd@;lMqx=Ls!Ib)y5F7$twgs*~zEM^9
z8lTao^Nl?Y9rqjDwWL@$cTLog5-Sycrsr;elg(X|M4RdtJZ_?0<0gr9d3Wq}U!C^1
z9v9*G&E$HjUhr1hgI*g=X8x=Uee5%B*NRdv1`|t#@@15PBQO~8r%kCR{|{%q07tzb
zN1)iYB-&`voME}ju}s@4n;wGzZKsYyW%fg~>qv0T5ImW1aCmT-9Gx(OoxhQ-AEbO5
zm+G3FT3k=fWF8^;Lx-tHhbbueEwblX{ElPNj^>JE5=G6miW!ZG-9;f;OKJ`S*A(lF
zCCsSUJ}mndiSYP~8e{v~XxeyE@(|irLG$wfBtJE+OlT1wpyxo6tEn!(2@XNtCDkLR
z=AIYA=)|(<PC1L-ZicZCE$ciI%-CnOsoVw3wx2Y%H%PSGJj}O$m@+mALA)elYqhf8
zJd(nPgd%d7&jFq%NLZXShDdgf6^>#Df<~-3#Gd2?t872ugtX5Vo|Dy-Gs17w>=p5!
zTe|!cR|h89EOU#f|L&&J-6#GtE5bB}b!o-kvgqlGh4)3mW7R+D{`;#lw~Jk0Hddyt
zAo{BdZCgb}Tnihf4ba|_KrH%fIUAnLp7dWdB*tVaK7{@8mJ1TDwB<(23w~iF_2jV)
z`SGFTDMSa8OiI%HXkpgiT%fS2&YMh~7Qz^WT!kr2vNexe`GQXZ)^Uf;2J1gUry3)!
zTm8Cm;fOx_=pF`iriDW8XaEB47gq6iVv_4-w)VU*XouQ9B%DM{K9Yul{4_Ys!kqwv
zeJ7G>AXQW=o1r1zL6(k?N1=zXu6oOP@O2MMJuq&e@14A6mT!DqBpKy|Pqb2Sz`A3O
zW4n3)xi(ciOjd?8$VhtuD?KLDeENCO!xQ%{w|us91nAa6THPF1W2F;;oVph<3MkeT
z@3&7TQJ=aO%I~#F>xp<3$|LCI$a9$IG^jc|BA!5unVH0&n*>;y{R0Y=D@Ftd3|6v=
zdzH+R{A=aUbRO<*{8YCeUC9V%W(?7T3$l+g<@l`NCPR(@!3QmX`D@)&g;OowwKZ_F
z9sO4DsmIBq*Z@f9?Z1Mk>A{myKmHjMVaWR=tRtV1<u1Xy`@(=49;u)DI8RkI7~Qpa
zj-5`i@e|)$Q*TJUaqwJoJ##oa^J{Q2bIB(6Bf$oZ?svIXAQ!|Jig(W|!UTqJj*>zn
zc1KdHhf-_6YLMnwaO=m9bz!~HPm<aiFKZ7gzpEghCVlW)<4=F-5FHznQ55#p)Ku+?
zY>|UwiQ~%x4u1RQjhnaFYF|f{e2n|?r6NUCN?Z&mTvl`v!610_*08j{#G3=V+#{#u
z8`VqiKhkPlY+v^2o~5{NkD>9J!nJQ~2W}7zaZFO6FC|37O&LNIeHN}WUHMhE)#ofC
z8Joy@#kG6Ve}6L?mtXn4CUGsBUZNfgQO%0T+<(!s8_UZR;okGX?4v2PTmLnk^1!Kw
zuAlCBCF#2_+m{s4)!IS29wx#7m*CcV^z3j#<{`l(Fz<pyw@??q@w)0JLH7X0%5wKF
zp)&m6Ja;B7W_<~v36<ebd=b(2<(%$k+#)>&%`Ci50#eneM?ysZ{RXTAk+C-6h51nR
zt=9_|_j5W8HBN>)eoCs3RD>sa7X4X+K6r-H*i07meqD31db87xf0ZXHV9Dt7<FIkD
z@lj;6>fCSRfi{hS4vn!{4U_Gh4&Q%Lp8uqL{z<uy40{d@z8V{)1gV-LkG%u_-qx-V
z!^fWRgD_$cBScF0wfSY0!0qsTpVBan4)QRhP?+=&EvJ}8PV--I^E2|G;3F~{0?8pp
z0w#omI~41_$YoOb+7tOpC1pzl5Lva+X}4K6KISV67NcTf)_}xt6vgC(b^hac&s_Gh
z@TV~g?FvFHY>jM<sM6C8vi?pJ=RwOzj)A9Yw1HZqja2wlkjpr52q5;s*i#RHBLX1z
zoJkQ?uvNN443CBTDy+(&XD94Cpx8eG+fO+gUYg2c6=A<a!XJfa_G`r8+BnXrn!=qx
z^^X5p3Toj^ouwqBc;JL7`@HkYsvS?dujU~&k2T{j^EVK(?L(Bmhppw-C%|%$J4Mgt
z5nAUIy$EF?-hSXr&&R19q<RCw0=!DAs1ae|iT=pSs`SS(LknXIPj52vNm7V9f&%kT
zP+0n-Y+;Q$HNt2f;M?+|XHRZ4BrZeyaSOwf&ya{mPnlRO-lM6P)ogbk^G{)`=N}r9
zSaNQ-yDmCS(4Dh88hV^pwZ~_EQ#C8Yu>K>Ya|D{S1<Hi^Nn_v0gbO)CPV-F`t6a;r
zCObq%F#S%TPXc701n{gqcoxG;xew=)OrjiBuyC>Iqt$t^Xu2s~&_6)+hhypn6jZlF
zCCnXd)z87&4SY~DfL+a%r{$4P;K@cFb38ox(o3zPs&2yEu^(eC{4kkHXQ`-{K8!Jn
zW42tGJVZ}~8dTQ$kEgFYxohG&M=Dd{|5q?@`U)W5JO}?EFC)pPrdH#?t(MY%#)ksz
z0(A?@!EZwh9~%93GJyAnEnrO^C`*-{db2BZ@F}%*Vjf|4XwP?$t1Fo$GZJtsVyHJ)
zS2n#^{i{@)&PyJE1u`PE<e-RRXi~&785m_$kWY6TEG_-jtoaC&rYP1MDq{g1TyXLn
z9IP51Tz%<iobU8J|9kq6g47@RX+QFf^7Hp2p<xAjW`Kdap(^)%W)&0;QM(H7q|D@r
z$VM`z-n>k0gMcz&JVACmrGfi0GRI%bn1IHV{m|rONEIFQ>BF@?*%WC*`wO8H!z4zX
zOl9B2VdEu>RApBxGL(*8FGBMXi-I)}@S#}-Y#6|k0f)4r;6&{Gwg}aEL?`U_sl+*$
z(IZ~8E8IHf<|*Bme{JTQc~)Pt;_s8XV(6J8>=~ue%(y{qUE$n`WT%3iF)YW3TdPmn
zUuE^doer<y#TBpIdrz!<xfBl2k$|T=E~x5IQo85t#PL2Wtwh2^n+H8s><{a!?*!09
zpXz|ZyK+;Mv`H-HowQj=2zQT5x%1qG8=g%2fjbj}!h;%+4{_;l>80K#73(^mR<36r
z>6uygT?f?*_a0Vc%pbNdjRN9HAE>$a$<9KNSS2k@ZWL2*&T_wChxE3EpuBDK`+dJE
z-+gXvGh5wf&$@fbMseNRLBNVAg>P1r{Nt^ptwba|y6$gzZ$d4~Q{{kPz(0+~9nS5)
zTHOkrAltsyX$IORhAiiiP;}p`3{EN!EODr~OaFIhQ^Uu-Cj&#Z0In3h>O^UorGGt$
z-sPK&?)Z6!_M9}QC?WbBeDM;nU{wa6EFrjD?g8TeD7pFJ64m=`K`P)g?f8KA!z8gD
zqCQo`@whk^qS%MG&)M<&KxTS9r`BA{9&;@7fr2Ix0QbWG(=>#sp@`rJwB<ZjnPA0r
zfc|e2EYs($SM>bT?l+W|4|G#1+ZU`(8%nP=<|zB;Y{q<)w$uIlEYrGBdFGGaM0g49
zyaV%+O)8tCN#cB!h@`uxF@AP++Sk9}5yGMI;?Y<veK5k@KVT)J1clqbOwS{FRiFLF
z8WK-CPMXkxM_E9;&PiQeQxJM@Y;TVYbH1`=g1+25YGN;5>`6xxH;>Q(o?9OQ(&700
zB5Tj=YI8`^SG1AX9W^FW|8waa^X|;&XXC^WIVt8f`giC1O9j#TvZXJu>$CEg{a=3Y
zHr4t4kEyeaYVvXWID^5E+E4_fHd4B~HUtb%=@LniFp)-Lj1~~-l2k-Wx{*e@yGu%`
z2?!g^?SKECSC6ke9uMaX*zW7PzVZ1}4lO4g|2?oF;jpu9{`ftcHsasj*OG+ZoHoKD
z^aGke<OaM!AQE=^-ze8=Yv9pji9)$GZkJF*+q;6q&#(h{L~n<kx)3YNGw&BvB-h-4
zll762`np&DY|qOQA!k|YHAnmFEj!k$0f&FHc5ZO4Tmh5gS$2XnIp(~)NHa2i&3Z?_
zlxs^)rbfj28Wk&BIF%b)I58}6kGk)(t;DPc4_?>HeV=~>!GX4+5gEntXaFZ|`rhO+
z-fNtX7qCZo#2h@2syAW&oAhm8ba>S;lNS7`8eGW|);yDRXleGQqVBl%Le8&bur9f5
zDKm9EEkpl0yEW@R^gDODB-HEPNFA$yX4#q0VXO$VvZjki<hX+Z#6M%#;o6b&`-Z45
z44=L{{N&@rXG0bUyV+!MvuRP(y*}*f(hFFW2Cyyg*#x11Q-N<DPqcoXHnoXh2K{)P
z^Gz_h#-^YEHiQZA3iW=d+0vdf*IKx$y?A2Ji6`SmY49~$I*GZ7Gn^H@yRs6;)Xe`J
zAKO_<u_a<tF7EsC!Fb+4XUi9*McPSa_r!(jjm3#43I#uEzFd1b5V@RrV=;wsxryhK
zudj1}{n&ycsn{6~z?!%Z`HjEiag}s2r-b?1Hz<2>CrI4g|6xDdiAqfdJrwx|WDFL|
zPwPdn)$!qQx59&vP&5i;WNV+ZBQ|ngDUPkQXrv~WM{PYZT6>vw#Qz_RM~vyJujJJ&
z-^gQ@s1ue)?zb#5>&G(st`(K9alCL-Eybt>g~hc)ef!#SdBkCdqU7=S(jcEi?JtAy
zf3$<|Z5o_J`0MrhOFZPDjISTd)1za-nA1x%b4cXBM}?yM_?cnyl+N*%4mO)R=2v$g
zGjBd(+_%;iL(GKxU84m8l3icL$pNMuFJNSRP6QPD9s-~$N7?{y(%PWAv2%5*Zhksb
zK#aM&liVI&8FcsUH^kOo6PG(W(yPLQzV*VS0D1DybcC*XW<V>Lvj({F!6*-TpiI8d
zN$mx&Dl8lucn<<xakDzvN<vqUXApdi9E4jpv|LVpKyRj?5I6<QS4+FE@TC!3a6s<{
za(1+li_63H%^!nk?(%T!3&cXK__%_Zn(_n`k#Uc&B#47*mzJr(_FbHY&MmYj5m~?t
zk<Mb%ezLw+SI+Q?bO9Sz7<<n8Dx@`>1?<lq7Y+IlnRO5V;E+4#7T$iqLfH?!6t00k
zl|V79L1<f11Q2Eb39(jTyWUp8nzZYc*^#RgWcllk5G_Q+=z_%*=Hai850T$?aF8p6
zF%K5@mE{=jGvIkUgq`1hM1ut8-4r5LQz*59u0F!#>x{uZhE=^()!K+`YP}0cK|Xi;
zV7e8k4?O3#o;*LMCa<i6iNl=ssL4UR)SsFXXlu21X3NO&u1&%uW9`HK<IJB=EqVv5
z9~wJml@6#k3hX&}o)u+qga;!K;5-EDbLv;rU#W$4H14u%Y-X1XDCxx@sw9jZZ5}21
zeNjGt_F(1C^AmOJk9S~^a`UMo(r<OmGDURMt>S#76%HL9?icN+O~QgD0mF}@c9s@V
zTb#+AM`GLA`m|Xo{<UKmTnD<6#a6@LQ7_cl!UN;GitHE>>^2-6bj5_6aj+lw+P{37
zH{;)$LIWj)gcrvzkhkDZ)=0VX?%~3+Pr}Qps?t+ZYTp$#o9`d}X8yg$a*Zto$S3UX
zVk0YZ*HAX-*HFEimJn_|+fu!?h(?(m!4~P4$GCStdt=yjH_A{dF^GWR{Rf{_r~98;
z-(9V|`^u_;J*~AI+PBIuWq~KbN!a^(?n9HS?y8gHHyOeR6t9kQf>3lT=_7yJ2GuTA
z?K}ht6qmWD-8)P_GK1)#2-@FBOqfsh!4}tP_Cek+1>$-U8bx(scf<LDBu508l-2K=
zZmZIgb9b;abwbkw(>1sPZ5gRGATVm-@Q!u@&XoP@`_JDZBN@RVs7U$P>o5H+8UjC6
zyoo9dEOyRHD12K`;TCH$ud2~c9vGjor6XotmhBrJZxK~=k7rbIWI)i+fz|#q+_rq@
zXa3%L>E1@^lcQ2GubEAi=V?mMSyi61Dn8$Bblz=v=0btNj*Xv9O`c8MVGcjzq2RR9
zbg(1CNItfA<alAnX79or6=*3EM9*w@i{@6OIgE#VC`5~c0HaxiU|b^GL(_nSiA0?w
zoh$_w!ApZY{R6c60757V4ERGjDZ?4byY6BPl9CN-#>~UfKuYGOlu?EGGkP2#F|h*D
z|1nhRR`o7$rBKXtVsaecA!oEN&~sprYK2kdF^Ai!rfH`EiI;XL-$^hAE{am`rV-oF
z0tZIcZ{J*?POxJDRsaEfunfA--FxWVm1i58E&c-tWxWwO2hP9K0o%~P2kW3cUgml&
zF_-8o^Gqx=m9m*>NIvbOTx{3jR6~o)pNVbgYXrfbpZ&j#5Jw3aL7y6j$v}=_X%&&c
z$&2N;2w>0`mp8S3_Q<`lF=HKm!3!(JcZEL#roQbwa-Q~(8a^zA99q%HEaty3Fc44m
zPw}^X0oR#W6$hsB@*Rpf^E0*=@StZ--3PkS^NBiZ5eGm_B<9L)<nd>0$obniXa^U)
z?$Tar!z@)}8NEjlgDW{+f9uHn*OB?*j{f#e#lmcMC)7(@{VJ}5Y6Mz}54m{@3TU!I
z2c$LU#-;2#c*u#?^H?-22tD?pYU~M6!u{mH^+^`>lV$2_Ky)d-fC|{-m_px(u6h);
zi&{Hp0~`gux4EDueO~G}#UXMWTquoF*P5`!E*hXLL#yavolvYipshWu(k4<4B1NyC
zJZVQ#w<7^p7i*Udf4f!=7J9J;msPEqT9Q>H+I6U2At5qkqPO6V!X5aI7YoM4E(MbX
z=?`;WDO>e>T+s2vq9t>bScrf(AaYw!6N|3MtPeukXp@aXdhnP|sBHhO_gasDy+NRZ
z3%t-o&M9oA28tKA0l;%1VFf9T;RWd#P3grM=~2b$Q8W&DRb=8Y6hiCwGkFxkLzWYR
z+TClq@!OY`k)|`+5T;(xebTYm-8UKOVBPR*uW|Rc;%{deEX51Kp=6VoZNa^fw9iT}
z3kI0J_$C$%bCHTC28{}0vj_ue_Y!;WXDGg%z!@YuBudy45yQy)Kpwsih)77jAYknz
zj5^lyava>GsKVgX4BYoVvx;JZU#bKI64%dptrN!kQUgg2@!mrbE4tdv5AKb!%v$Lx
zo916yFeRsRypQ)G>FV&V#oRg8$j-X(sXJ27t9yJNw-LZI@Bb@%H7}XOAJ96q!c{YJ
z98gX%Tv|A2SvGPUouD#9A!c#7pJ2sk5w=7Z()LrLe&Q=9r#=6r$-RPvs*ht45W0i=
ztQUmQR(Gn^`-ieADy;#FeZ!Kc#nMRXt7{r%2z;Y0v*OxY$m+qV(T|(!?yrszx+$5q
zA?5aC86ssTaVdmPcu3gjWmL|e2wv$Ru3koof3efFs<8n#7jv5r>*uo@AQxFy0ar|M
z5y@B2^&X5k00IDReO^m>-bVjJ-Q(&Zl$h?-69`lGSa-f_IH`z0J5Os`*7%|B_SsMP
zMQrN*pWH4v`<Ia%M#rAvUWnmYt*bxn!<b<c?}xh3cVY$7d7AGxnh*wWUtiKy{d4Tg
zEpzt-s`(hvNcD8pcb~<N`<H|d4GH4N%|ZU>^%lIaKcxG_ZokiNjP;?<b*3Xf`)I82
zF1E6-Er`@LCzXUwll1<*NhxD(kfo&Uxy?6y;~MjQ_*YfWq~Zz1gT`y`rwiW2Y&X-^
zYAy|>K;}z>Pc#eAmiJB%!(+Ug21mG_wVu7&`8Mfyc+N%K_`SIL7<sWgoQPafKTo|(
z1(bks37d}0^%EPCD*%c|sv^YcSCKf#V?=8U#XpJy7+~r7+pN;&A8^upC&wRsx$*f!
zEZXbrK^ihMuw^Ht<>k@7IXeIApKmYsR#&IJ{Lwpj-sZAE*WK-OZ!T*!{K0TEIuP5x
z+S>YW^axJ4*paw`$4+{;5f7lO#FKIx((zXbV3-GPDTe{1t>q)GWnxqYa*2qW_`4#L
z`Y_PvqNP5TOC5W*Vii&E37?x_Alj{N*J)ZVd^q)JtG`wU^&90<cO|~3V2Ry7QmZ=Z
zWN#jAYu#H~=X8R;M7p~!{`#l(^~^J8Y0}f}Jms2-O6-v{GCVH&+eh_%7nOyUKh9<%
zr`C|Zh#m#Yy$>~0EtPp^*o)e7xoM6UrRsAHRD`Y$fx-)08Dn=>wQ<b$?|;M7ml;>6
z0cX9{-hh{JDp}y%BkQ@ACbBu;lw3AJ$eyND5sn7>iaPM?Fk_qA=HmS4CL`f7n;E#m
zPjNvnR>N%BuX29Nd-@P~&jWk+FdX>M0Wtzi-r@cgvEHy=?oWVE|4MPBJ5!HJbUTtP
z(3}d_(IxMaXLWq*k`JnKOQT_-Tj^bVFr$kuE&`V4TXFqZ>Om^Cq$~w3BM96%BfP*6
z4y_1)G5*&W)5&@@vjaka3CPo4`xqW|zw71Dr+wcy4}-N7-q0xjp->g(VNnqHQR5`O
zS}E*@)?SbIe0n5X=37#>@xJ!Ur3g)3`M_L4VvW#~U*S`Qe}x#w!l(LXt{bpVezu(a
zB%dFyz#lOs0PZB@@l2G+COKF#Q8t#+xM}1m&VA#X<Lt7JgKC8O3sSodoCD9c>e2Js
z!Sh-%EI(G0$nz%qgW#;CAU$$Zax<hJ@G^*2iJ#Vr9oI`RxC&lz6{Qcg44(Y`V?@xl
zrh7GS4%%4erR}O<<v<%^bX$9kh7~_oo?w{wfx>w0WzG@hLPv^o-pkgnFEOcV0?a-?
zc_aKKE>&4I5FB7~>>5Ko<YB0P#o&3(XoP2YD)03bDQ{sc504_4kv$4SPRYk{e1U_^
zkhpsXm1hStG!Qg@f)m<|Tyk}N<1C*_I)NA&XsHn}<Mox=^%YN8G)nYYR4{N@t69Bp
zZlfP3e!EJF!0~fl;m&%OXEoS)mxgL3^AQ)Yh-CzWXe0kA4Ki%sY^#(0`*-71!OW@6
zDE^%58fLuW!r1-Ce2UzT!p!NbN3+e1XFOn*NQNkshn&rxHFPK9xm8>!x^Qp#E{~)n
znBeMrO$yyGvvO*1=j3MQf6?Qmd?K{Iu6B84<+c?f9~Z$jfXt1~ab+;H?}q>*Hee)L
zR9ISF>D*oMii3)I*8{DA|CMzCC&gCrId%U4=ib@!146hn<R<woV1eK=N2#tX<0Gqs
z8rr@cw1%R0L8J;Ig9ai4ctQ7Bf!B*90g_i_d#(^GwEh}w17t6;Mi>j3qrLDXN6J=W
zDY)UkUw77E7~Mn`xL+lS*iwZ@l1X4B3{N2YKn1pz;L_oXrrIx{YEWPU!%oD^?+?@j
zeSm1J`(TU3Vh6$;sAy&BLGxfZW?d7Gk3)MrSb-$@`?N{#v_$Qn4^$(Pqzr;lx$iGt
zyc};_*l=ep6H&G_@+o+`RWv}jwx!f->J(s}fY-QpF+On$9h8nWao{K!QnXI?C1=ul
zFe2omQOau#0~7^!Va4Xy>k+6@hwp$@X)~u}M5R7l1K}oayaglX2^=jf5I)RY_ooA4
z3j13OlRYa%5B%Q@q<22Od6GhoQ5+UzzYQ};LPsj6UkebHxNry@`a{_L>}zneeVe17
zMlFr8N=*qM8GBn5>Q<I}Hi-<C(UXhGs?jkkvKK1umMrWR(RfaY)=m$}P6JCoxwMVb
z%3}oV(aH8R5s{D1&!X<fSZUuvo262tNpo>=xIO^$VqnJzBzXw|{%Vhx_P@QvZ>NMe
zQLzbw1JmT6{&wiLj$w=bZ*Y^Gqu65?XiSfnIBhnIU#f8p3miH?{rliH`Q`P48|+be
z3^(q`-8dpoU)=7v+{!7>d0PPydHY)LUWk*wEBoe~qxqa)7tg-n>d+N;zVEDqsFZ2k
zpjxBn4cunF+p?^?LVx@93P!72M!l_tmg2axr==HFa003}{16p<L?B21mHu4|wDM-)
zy>P_~b`qA)hWg4%g-eYIk}*L;I)ofZ0<?wPO+mBr&&leH^|<^L1Vx~zFJY0XVeA4l
z9|fX++g$(lQQ(n`rn%B!@r$xt2lckQ({5h`B+O=2yT(L+bUUPnz2R6DG<1g9e}mh8
z-T7I#x1PWEJOAZTzL3{Mg@>VnyRnR$v5c$nq^IGe*UXsP^pxA=1UY%7zS*L#-lC<=
zVlOI{2S$Y{xUI2GT_H(dr<FiiNY$sBG^cWkfvvZ56?TTI-tYYy1P{gw824zXenz>6
zkjVsSCsYPeOU}|K9ixFj?y6+WYt|0Ho(bd|c@oVlT{7hy>ZTSl8J~bKdBAZ06@WPW
z?B1@lmw5)VW8;^6xA{@aJb@|3HJe)lF+`6@LE8#aD?9vGxr88UQvFv|1SM#GpOfy$
zXd5zZPe;x<D9$@7ElO=e?;le>A?k1ZH0{Yi`c!R0J6hl85r@|?>^vclK8Gm$2!9nz
zyLc78lEvC6rsU|P!vQ4BT&|u(<j=azW1|&lFHfK)4^3IJ%7ip<KjuA4?)~@mPyn_s
z`uz(W(CgH2OB7K^3%K?QCBr(QCM+LC#0{q~Z~Wr8teu5bMg@Qqli;m=ZJRZ1-?Ph-
z>J^b;pNPTlWCZM^!>W+^E08$fcu-Ub2F_C_L3{8HdKhE1#JJU_)alKe3BT2n0YZWs
zXCaN#VqR7(yM`3Fj@8P6)x6G8ObDDq$ASog2CcyxHUYwj-N&7$A9e8&q83E%u%Gah
z`858>D<qiHQ`Rnp$O0mi(NTF_V8QP8BfHzIx0H>W)_dNr3%q44po-rP4-Kx6eRn-g
zEQ~QUGF7lHlu;|;y-C$K*TyWtAJ&=nuODoZ%>z!44la(;M7v8{iHB9!#Hz0gESU3~
zcj1BfQTIFCxT)%zEVpVR|8`Gw2a<K~lI=Hc*TuJ!q@jDA5K_J1f5+r01Xxc-v-pAV
zHsCPS0G1~lP`)5AnS8%sR5D$C(%2<sK4#ugW;+O26euzO?TU;z$WwcwEkKF%QP;oM
z0nLbPf(7}Lo#mD|eJOeU<qqGPLs3cZ<V@w*g#6@`w9%}jiIIYdiJXZ6W{6pIR}&#S
z^`b_0-=l`(uSe!zPb>OUTkyJ_L&ex!Tpu-th3Xa6McD<A*KLYj00+W&Jv2?0?J>pu
z-zhJuw_QYrP5nH#3H_5h_cN7Gw#>d7oIo~!vfOBcL~8-y@PEhX1fru(78v&v4rJa=
zpmgNp&_FVVKj>gIYZYT?DXDAh(Fd1R!MBp*$?v#-`Nw-~((40hN4qKNV0P($(xW|+
zs-yMU`imWYN;!EpX?xeue*#()TGX7gw)}djGAzpUa(-Igt!-q`!E4_WZfBx;Bz^Ab
zrBo%7U`^CF<Evl!$_6X|TfapWgqyE$@F9{-I;?p2HQ=3sPZ~PJbbfEWZ8U*WGUP2r
zhVaklNK=+c5B)81B|(i}h9&Qp$n4N^(<3X?wll5BWMrBNfgc5oMnUQ(u2<DbXA_=6
z=2fRfe>t2++(q%oA>=8i`r%rF(5AwJ-!I^6cj>pBiSnZ-2Oyy*5Vx`cLf08-@e8Rj
zp`31l>8$%hcFVW>#f+LGcspzg{}mE;Q=kBYhm4Hhz1Zi}Nykqo6XjT+`JP6mMuwBJ
zui-5mr_Otoca?&ak$GD>|F<v<oInGb1N6PftEK4gL<*y5<>NU>?YWGG!#cpWum<E>
zF)sr)QhH*}rZwKk{5q)*pnsFvikk;IDsm$X9a|;{UG19`lNPx_Xx0ZtH*dGdW<(9O
zZ#jQR&_?X~CAFpQc_3tdii`?`N9Cm;c<%&1L)hP6>51WZsNEM)$s7LuS4eqZ+s%;4
z7}kFik#Bf!KVVgROGAM7d@#z84V+;@z^)~I1xERUE&OE9aE`nqams*A#%9I_8x=Mp
z>PP!t+bg^>I<!&h)$|Pzdo)j7xfSuEAo=E5Y0L3U0ef%Va<l8&pJZN}0K#FtLTmtf
z?=<Jo3b)rah(zQ6thV9z;j0}v>xbn4TJW!4WT6kxqX?s2UET3GnkDtFSOzJ0o{>nS
zA$1j%Qu5)t%PlS$0xk&!D+P!D{VCHg)PGj<<EiA*a(YLQl*8OyoKzPv=TiM%M*c0K
z{dw;;QrTWW*4{{ef4|bXlFMt~tn<sABT|FkuRniJ&Lue8yd2NXAPQM4)9BOc5eoK&
zv+~#T^<`UQ1+mw1&a)P)*FSdU*r>G}&7=Z-MQ&&P!><FI{qXa8vo@+109~q$i2Gfi
zWBpG93q`8?xgFI<)T4b}PyVQh18DMvAMB~E4gSO_mR@MqLfa)a_M4wVc?33k^wRX@
z!7oB-$<OMM<Q#AB!~KJmMJS=`H!u4v*J91~-1c;@{5j|HoV!oJY+fxV#I*is@A=~5
zV$;{JzIwCA%UOe7-m(W&IT6V~-@U~A{0y}c%Uv=0#nf5Q8P?*-R!Vr(F#XoYAm2if
zkj-fN3N3;rUH}_xZuqXICSeU8<Zr&H-&9uy_=hfpX@k(_CK;1fnUq9m7UeHaybHi1
zWN|!Wb}FYLMMQPhZc#oTIBq%ydb0}zqzlJp)rR|(R~BSx9&^(D?RwA3C~#j8s0)7X
z5|atEiwCVm+?8>-BnyW=#&ra-Iozd{-pD{Aa2*LZ`lTYP<YOx3Vr%8zf#zB7Jh~B{
zULE}4l$)~aBhZm<7F9rN(RE|+J-KZNLjwv|734*>4Sb8+b!{<k0A4D9@{L1UD$Ipa
ztzLcdJZaN8d*{HM^KdqSX*w~vrcCg;?$eIgrmAIK;kwyme^Zl+I>8ndkuo_U50@CU
zl_E~nXDYlg<TtM>`={@}dDWhGEthCo4N!3E_`hu50qIAGvRvbftap{_r)vC^nm*EV
z<Kb-=hVUY<eJ0Bg2X@COdfw@jct_eY1`h<s#0!)x3PIg5=wbPf&hK^#g-mZhVsyTu
zeLBByxwO0M)6`_u5bYJ3FWE3wJA?gK*89&)!FWb-0qqflQMT<Di}-4bylSC@L>G{0
zYod_gYzJTOiXyv%6F6A9wBJ*9*j;weQ*y9UVYp7FzlyS=BT_#_%z$jWLvoS|Eb+cN
z?mqR?g)|3%dl3?W0t)v-l6r>QZ28^O?wQ8$G2BJI)70A@Gb%mB1e38u+QFzl3IiNP
z+RnkIfx+U1!KR+YrkURGilDU<=p3QrjRj()joQtH-b<5_m4Z6d%nXcx%~6v7*GDwl
zN%rJfcR|dq7{F1<Y4|MYX=btAI*=Jsi;rNB`XDBzQu%#@2@4f7=}tf)M#^6_1Tj+o
z2mD@tY`L7C0_2nAfD{Bg5LevtXD?Z|_0as{!JWw;BTrMCQUVrR2s%)p*VTp+2fAV?
znPPSD>elZ^G(xPQl%X&Jg6tORn6mrc(yoQuHG6@#shC%%;>`?m6nQIKvzHmK&+1o#
zZD|2Q(r@yU|4<Y=z>A^YQ0KER1^jv^XKcV{dF}H4%f>4N%~7|pzlQ~TKq)C1K$Ea-
z3+o_INRU&&A_4s18vhzhFpc7=HR6&Qgv(<nqzd+Gn0n-XrIg+0qVBrAXoV#Co5uIp
z;2;7mbz{&Joog2gMk)V!?GScQT)S=WK0P}q?1R<pZ|ngP*Bv-F;A8Gy(@Ly?C=3fk
zL<VZ?urC3@VFr<8SQHl89F>3~yVb6{Pae;}#TX$h-9b%$yZ8etPxZvr<sxsRh9XSp
z^7z{MX7|xZ>|*luYLT0cdVx!=oecp${#=4Eg1V~4*)fdN4&XO6((k{XeonsITM-nd
zXpsEQI2{wp7@4@`a&yp7FZD~dn4XGFd?4rqYGe8(gtnUnOwwmUOG|8<du_(Y=-=&7
z3}<p<s*-HSbKfAqftZj==5KGsVUlgeDp7W|rAS>RQ4OhkYJTnDyL9)fcjekeGGw|_
zcQwUctMU7ZS;Q8UrZ<(wXK?76#Fp{s8Kle_Bu%EIPRAu1q{h$0B~BW~%^I0KG3w)>
zD5(C@_#yFgc}et#l9JTulEf^EIrTI)HkrZ;hX)D8pQ1{^0Ol<7-=ESOlj<4rTLEu4
z{4iN?f%dEQ+?1cia|3QU=RWAvM1Y6kK3ED?^D8y-ca#|WS7R2H`E!>P9$%$DsuYE2
z{5UH96}@;y@*skg-#V-R<D^bsqn8SinBacfJg{?SsQoIWGN%*W8@>OV-nw-<;BSWY
zW}IBVC0>FgDSQ-(#z!dpglq9i;;<CQUhR06rA^vS0!YH_egTX}-kEa<Np~9&gigC%
zlJl@UU89^3YN{M<sv7Y~(MIAmBfq7gf>BCl@m(GL>8P18I^H74uVTERiP~v$R+>&-
zcvQ;msDj(aFElNh@@mTRl2Y>W*(?pi#ESY-l4KH6<Wk~gk`ueALsjn>tk4+1;==M?
zloxE|=WUmMS-&;mF%7y25sOoy?EZpK^^FC{Dwuu%U_I8eh}eNR5K%z;7X?PS-4GTE
zTZboQc^c#JEdIofkDrvKNkCm{+zCY-G&GJ99MuCbi>%m15s}n%Hc<c;)rT3T$pg#g
z+a$Gz!3%*z0G6Px#fmtA3?W0Mgcv)wq5TC^LUI0fc1d;sfV%2iJYG|MmH-N~F>abO
zZJwWgt0?R9W*DCG<Rqfb_UH_jQ|8(R45cMcLZk@oa_G6FPWrYvs&y6%SYUjEiiGcL
zjo-vi9!!A-DZ?`8AS|sqDQF1(a5gp5g|!<gT13V|ZOa7)AHtqGvFS=;^?jNQjLDFh
z#S%fcf4y-|B9FIB_hhw~XvgQVN=v{96(SOLcNoC#-7mUE09t5;IwOug5{tE=ACiw-
zT(@4%JLJ?T6Cq?hA`8S;y}X5`__{Jp-WT!AX%d9%=%|=msp!kLilp3zhTtF}bnGyZ
z<?ulypQcUBAaZQu{$KkTp-8l(77?0;9-}KLdP3Cr@u76T<n!jYZ@XXe*7C%U@_G`B
zgCjD6zh->8Spj3yi3}bC7$XMf5HP@&EzE~yJS<dKqKjm40Bc0c=H6l3y%uG^7ZT(f
zlp3Ul?SniLOk@jQgXl<du0fVjO=a-VzTIcMCy<1u>XhQoRD^D(mq}Ye=!&>h>BM9N
z4pP^BYsNka4I)rTqtg^DUmw1(G9a!S4X5YO977+qBZtz<=?N6K5X=dHW0>+W5i|rZ
zoM=ZPFk8W8vTlK>eirIL{aj(;@gx&x;bIRHIW}e!Z4+qpr_x)d#uEnmT7;0&%#@gz
zf~1;){G@`={FG2I6cd*lOdDDXh~N5#k_M)-CI(bA<Y|x?wZeAYYklAK4IL;5h=?^v
zaSfe?;iKpA`3r;}QSQurBbg#nPtJm&P9s@o{iQ`R>gmVhcQz)G-Po?nL}Z%sFN#0!
zCWFu@Y*)j1JP`C}!bkz+rvhO61ed<M)=s`LjEi_f%A&jaumkrI7)alDz6!3VN4KY3
z-WUAiup6mMJQXBTOA+yoy6T}=dA_bW^+D3_JX+pSw~fXG%oQ81Mac{~tuOCe6T<4X
z5>3D7IgXQidwI_33Y^a8DQu5`I*e&k+8^KKsB4d>KG50pp*l)OKfiK4bRA?Y7P76^
z*vxjoF}Zgo6Z2f{_%EjiU&sggZ;a|;^*NI_58roqkDCiSZC+z)#k@P>yx@SCg<+i_
zaIr@rN15C>$hytI$AEHdeB=uI(V@Tgxv1OadxCZ+M9A>V>q@7U7r)ZB^~NR4c9r7o
z3cf|KX|}7`h)2la9<>c$XDZ4>+r&0fX&s8Jh~~$QP6X{-&Hl`R(~W%fI)3rVsYFC$
z{K^Y!zdq27y!aIEd*PMez$D1&>dWrcU#>?{Q`N4Vv4qtfzyPOT(nY*Az6)nVT`Tle
zy*=;~-t&M18Mxtt@z(a@Kem{Ib_fG}%}?~9I7o0<`?XbyE{$LU#oO-;ACc|7l-gPp
z*ZhckDP2~rq>hWWFf_pXGWZW!nn0%twzqY(W395^Cs4#5g#Y`=PSzoblFMZ-BJ-!5
z3&C~2L2PW_d4HQgA`fslZg{ux^Ja^}y?xC$e?AoO5Z5PNjGWMlo+GD1Ck4@?q`NOV
z=qk10dMP-q`++O6)NQ#%V$z?58q*SZmg!DDb7Z&?{DgVr#dH@JjojW2PDEcemvLJ9
zT`rk|k&l<oWzvw3ySAbAZT?=QiRhd%w=7`7^>Jh0W2nc{imNvLJ>J=CTW&m^oUX2K
zRrL6UJFE7a$;N#@?{l(>Q1}L>*}&Ch1OF5d;IKF?bNR~O_w=ydDe!_gX!8nvdHG?M
zNceS89Z{c+Z2foKzig&=)OPW=qhu9LMYFM04$c1OMyikS4#fYN`RS*?wcJRY{06|#
z|7~BEkJ_lZ?=P(f^m?HKofo%TKF%Cix4oTRXw53|^FAwIn4hg~Mo(u?w_MJga+)uq
zodZ_${<cKSoO3*y^|XC(*-ETaD|zJQCAQe=)?au1y`|+|eccqM4wIo#yO=Wj%F495
zwulXEz+%ZJqJUY{eEBPUA%R|we-BR%4qk(|Gm>AGLOn16AVwsL4ft;z050umXY(}h
zwXZmk*WjPG1&y1eVb&vJvU$3Zr>UEz;=>1G1Hb$AUh77`j=Um7e>&h*tyd!zE#-8F
zRi=yX7h_M%-D{>bO6+S9J|c-e&*K0<xj_X+NCu1pr&yD5Q?wv7$pdXe(`9(c0xRsb
z7g>82ZuF|8@he;KDf9f8PuI4%0TiJ)Yn?mpHci%8dB}0xdxn6#G`U%&?1l+~6v4>z
zcA#}v<BIG$wQkMdxB%TYM#_ij!-C=FWM+IymJV+hlEZxD_`|(-@=L`=Rt!yQT3TP6
zPZYO2nAV>&G^uEk{Km`cXyLCPkgxZ&;<+yZr>ck%4$dmM^|<&}rbzJm7fmVPe6hei
zIZv$*(fFcLHMu`u<VEdwx5|<4k<?YCQ$7Z<A5pQvViglFoqx5f&W*{mA9R=^2eac3
z+6O$P`@E%uJ!FLbNJ^Y<7+;v1UCz%?&4oN8929E=)|s@*SF}znHgygbcSaknU#Z&Y
zZ|a<ETAD0gq9_^)G1?vx^4v*kaF1G6)GkX26KAFr-=-Y7s~;|>UBT7zL&&32)U~e9
zTN=U<eA8W>1>_87mb|JupW!&4fwe+V!KgVx;|J`%x|;W=4DspS=837Zn7Ah9Y(B-O
z`>2YaGuYWqU!1)e#RU9k)iteBk(L+2Eu|uA--OkaOtOPe<``OVzAa!`Fh}KLX<rb>
znAWtg&|wX6v5vBr0O1yZ+H!H)WoJo-M#89bta&IYvdeU?XfnerDlJd0x`J=_tVHco
z$l)XQqGQE`)GA8}#_n51+r^2)$p|uTA8{DH4G=IObPe#cEU=H%PUpP*rnYD(vP%eB
zhiIw$PbvXS$U_hj13{i%Wrk4@x=gr8SSzQ0wt1Vh4#Y8PAV3(nYx!`O$`;y(2X#Od
zE-YV_y}Gn}d3o?R%Uj_L=rMh5v>K3aoegxJ@2rF$Ht#hb!hps3%rX+~+|pQl0~mpy
z2BG{{YfstCQFQ&t($dS;&s--^dWB}T*Iw721$EN*ZSQv8rdP#*zO$8;k~LG&Az_=E
zw40{X(WAG5@F8R*lsU?lg*p_4b)i`k6t6Q5XaSC;ZkvQL^Pv!U)Wca?I=NX}fGw;}
zh-+-)c>>>n$KkuUU}?yt{C(kvD;7yL)sl=U&31}StlY56!3l<>FPgG4bVhK|dm-_^
z|Dn{G_zwDY=aM<=Wn>)h+&<m;6|W-w*=y_eQU8Z!OI82{=mre>ozwskkijh9{tIUr
zN;z0dAGSsb9G5`g4F_#y1nleJ<cMj0PRUS%e)1nm!;Ams`xK7?MWTbo{-347&lc-z
z<Zn2VZg|OxZR+c^=Q)rx`vW5y2qCL^z;)fF^>WhxEZ^s)-q`}{PMz>l9)Ejr&$8lb
zcDii=d$+zfzsSO#poNP_#&cmd7s1M@WB{G!{7l$b?rBtURar5R@Q{5#PhrI=Bd|Qv
zJvO~C(K|mr*grl!GLrq|sh$0^KH1!azct2kOi!=pGv5<WQ$x@6=8WLhK0^!ce^mCR
zk!4$ltBs3>GJl>6?N6KL2ok&V>I-!>EG^iFmWYAg`fdOkeiH2Z#Js}gUw!I0cV0u(
z`1#cBwyn8K4~jedbK|Un(E0J7?zB&i{?I#VNj4arlu0c0IdvmzxoL27p%>4OF6P3!
z`g#M0!22CX-cYjxu;`!jthM%c&{HW=Jz5!umZf3{n$2UjI8lBWMD6XfoUkAeD_chw
zU5}q??rS3>LAZhbnE%*xwm1z3dLOMCTRFV~x~CwGm&{+e?TC5nns0~ioDO{W^(AK_
z%F&2+``4CuzJu<r<3OCzb&spYH5fGYY!4wMyBK0M|1Qtrd9Jfdq3tulQOCitc|(V~
z`~plU+w;n+&nwBFSBhF1_UP;MnBSf;2C(2tw3L#;z~i>yY4X0Y3CEO4maJWw>2g^9
zI?YL)11yL><B&RZZC)dY7tCy~8KeOYhI=p)f)q?6u(Y;Z9JNUr--l?`$vbR5?`s))
z2?#Y)A4A{9p)myb?G1QZzHJ$J4Z^Gh?v8G6XNK`PfHVL|wU_}dHKzlJdxIQAgswD2
zqOsEy&w@Agrmv9Ew?msApFq-RB2Zv?wUNm9phO9u|2T4XKz31S#?k*I!tf@L{Vj5<
zEqPO4ehokyFrc=fBDefa!!JHzqjz)VD!HHk1ObI@q1Xrgj315S@DvgRa$H3IvagUI
z?Zg?&Qx4INb(ZUmk53|=NumW+Ee7e^fWE|85=h%N(}uhgOW}R5RAZdgi9H@qvBAMc
zLq(ejZ_s+>$)M9JI2sDr06{pr9er%qf)AMz;qr5UA8&xEHW^`UoN<4KYi;TGUd7U4
zS^uQtyJnM?lBZ&G>Wb;6%IU_6Y^h4D$;zxLbJfxNb75Xoly~?2RlK;ErKvdj+E7^F
zx%t9e$n<_NfP%~I{Ya06#=me2#XMv+Qqi)Ji7enMg#1TX7sMwdeXnIwl?(EZb2m%&
zHcNIli+9%ymcAMU<BAN{KMU8QlMF^Y2kX~R^G3pym5kv)lL0uIYM%MA-8M+us=|5h
z1QZVqJ)lVS4^oNHVaWZ2rPZrS`N$xT9y9bD)2}n4oVgn-!$fLF;3DwkgsxJ(TBngI
zV$$7K)H=&!q8&2;<@^IZsjVadpJ5e|-|qr<5ou}+iu_n3oJXYOri7k}e!h^<q>1rg
zlj*<HQ-7!B01eqQBSYE5<bj?E{U4~#fO3=$pKmD28AQ%Kd<Ov|p%UT{x;py#d_~fR
z7pmY+{d=GoL`-rrN?>51XAPfQ*lnsW8)s%qPC)SLCZ|j%C(T%keyP+q^j+b>ThQhs
z)0=UhEl$+alr94#(P>he{>s4WLI99`a|F8#MPQZef<7h!M5Z+PH{=uGG2FQnDX3Fo
zB?--{@NoZV2kuh`UFw+olh_NLh#LxO2iLDToEHvsuYK(^#yMMGO{CW38ntOUmP=#-
z=6*LN5XLEI)q%duNtR8OYTeF>OIuHM?`DOT3e%Y(myb}zjmkuB1p%tUn*=8w8_Cr7
z1HsLlH6rn!uP(@JONFPsg@r@L&KWWiH)cNcflpO@mHyx0PigPPYPJU3kv`?pYISC<
zvCSX2@kjjX#e_z^AX@oyIM#P8F!Dom#x3f0naAg3+&GQ3dS1gTpZ)q<6hie#S(!)A
z50%$na~w-rSGzT^`{er_f5St>$uSWR!r4b}IC>@PYSOzeM|@XWpZEH7HMFd6w@j48
zTV8Z~#q9gZFb;y%6LNhX<Zbis8XhA1h-dRPnciv4sRIlR+kQZM1PA~>-=EJAq0R^c
zU~!|G!A4$VBdo_(x<c;We8`HF<dK!^6Cga<L8r8VDz9m&$H1?XP<(7aGu4$fh<Rt^
zwfoVuC(vDf5|-H6X-*=wuEPs8&~P907s!y>?d6`XgAzMIO7$K|NpG^kkU7OrHLP4Z
zfFcm0Cb;sGLPBV9<GM?6KaH-vHby;AZ~X|Kod6a(7<tF_V7L#V3!UepQ}fW5Kta<6
zyL263T7#<x>JbvpyB%ARzT20Hj(Q(u&%63*og(iADr>(wl=Uo1e=AJ;-gE09rY7L!
zuXlkdTlcs`qPk{hexO%U+?_qA8%IA%!1r6;xOFYlE}{u<M@Lt={5}58NhpjEye^}W
zM^;+cF5bwNhQGg47t3J>L4R>0BKeDVKLq*^C;uW3tpYs$m8h`j`FlIA&I0rOO6}R^
z88LD3^5Ma52qLDO;bo)0+w5Nn=xU??Mem-CdQ-r!U;mDXIDAiaFOm$8C0yA(jJ7#!
z@xS<4VuS7^bd5@6tNWa763daRzHX%LE|pc1|6cRus!glsufY<QhiFd%_Se7W4~KJa
zUH1wCfPG-O!tv;0+Hdynk=0_o(}Sbz>2~Dl{;#9?MW{H;%I`w??6mI4db+9FZ~iRy
zi=~<D3zwqhhSIm1Mq3yBTe<XtP2@KeZ4>g`WDxYZJv1;@buxTKS(A^I=Xg``r`p_S
z`JT1>ds5^b=jgQz<Wwrpab7`1d2wz%4-{xNt;#g{GGC%o<rgK>%t#_zXZdBdMjoF!
zll*ZZJ+X?1H&024YAxc}_Q+pi$Ky_kPldOnOr)%1IQy?I>479lMXk&)2H%t4a6p6>
z$UC5Uw@(oi#YiI-ruI+Zsv_>53p>XlYFg&H0NdU<ww}e0e9Gxx8(b%rN+*|Ip!!ER
zPzWBSa55Pm8PDayN5H84Txiinc+pvK{&`7Ldjrq=%_6-sM?(T#A!rRy79ft1H$=MW
zj9>*9+>SB&?gEOs-6|Phn=E&5%GV)&Q$MKcpLU;Le_AFnxM*ng{ae`!KTRcPU^`55
z@Z92)zZo{IjW-Q%V7XLcx>&e=F&7;5Z(oOSpi4N2`u8H*zZ7Uz9qr;Em#Bh~Yyk!(
zgp6AnAScV-uU5EQ`ILW=44<3Rp4V$R@l&kuUCNXLgV=Ob%B%NDcABHWh!GqAWOTq&
z7MR^dU8RKGWQ6|8N}Sh~9@m!9SCl~AUeLX<X4`I(o$|aF>8>f+cg1uDqC7>Zh!F40
zk%)MN&R0g?F~+(V{;7tTT=JOU=S(i<lKmD_eCLyVAEnwS`^_8sESloxOni8Ozo)!i
zNb)gHZLqxF{D$%|7{%yoo57v?7_!DQ<i0;#bud)*-{qg0hc@JH2N|&=A?uk7@a?0e
zVsom_{qfQ0=kV#qkl>qwB(RLmr$*~4e&aCpTL|0lBjaf(gbp`#7sXEwu1q)Rpquv~
z4Rlag571+#-Y!nrfyw_s0~JX;K_AiM9J@=wqKL<f!61z5bI77OE0XSH9~fE{C@I`L
z6DugeTDF_6ypm^0P6y=!YQ|<hHI<=}?Lka2*9K8rte8UeMN_}l7GmeX?J<^$7q1oD
zJ`w#bm+_|gwBP>1{6N?)1(8(i{TJk;5xQ1`5}p#Iy03UQy^~}UF*85Q)}Oj#<e#1c
z+ou`#DoC0)j*1sXKT9UIYfWCs(vDoZMbMPlz5QASAP>*ax_xf@yUhj=&aV=>)P|5`
z<QUraTcu6)jNL!sGoC9NjI0NO<RKM7z;`SL1#A;Rl%cjnZNCG#VDxTb+xR?L)4W_R
zyVd*IceylcaD9DkwQV@!j9f|HpEeVCS{DYN(!gx#{4u=XAbKqv<?DBIS8@?Jp8I^Z
zH{<;OT<5b96>F{t-6NnvZPs@7X&z2>e)ej-gFzPxbV^hKD>*-~K#(+jFIK8#yOA(z
ztvAwXNCcR?5yi*L61kDoVtyGECa5z{J3eHq4+JY85=QptIMY$;S^?S2jdEgylbFaX
zC4=UZCudAO`(jaxP--oqTL@|za#Uo<Qz3s&VLi2&P{GJ2$v1lSd3wkw-&9HeG=AFi
zYv5D{0J0TJkMLq>wHCsnrf9DV?Z8NJt~5N7$3Q8PHi+_#>dj*xFR+gWhYr1R+ErJ{
zA338)j)xTB&T~}8Xe(2>Rll|6#<JNRWl!*;_#b%*cln{UF<$z6t+H|oYI2aO;@a5a
z#=4BkI<}Ab{Q@pGcAeSd?ggo_>U+=^F<qk?P8hC{lJeM0Ynr!Ev2ZWF|KI`L9G!61
zrw23o21ar5sgDIgSPDg?KVd!Q*HHkj73XJ540`mIjGg49N<Coz6N3&);TsQM-^ggV
z-k}f-6Qkya6=Gyji>-`3lH2bocck$2KNW-{?|ZinrWX1lgKtAsBVXXX2o#S!6pKOI
z8Wnro&+^*cuOr?{k+g`Q^S(Itt~ow)rProhC+|ZKt=G$PuqLqI1`Ka?ciH|);3K4R
zB>rejUH_+Yy3j>TMWgV*?1j-&N7<3#VOW1y2UldO7K*9^i4~-_hJ~}%-ry7OLylb`
z=GjxVI0$@mX0Ej@vpyu(IkVR(h<R1~{b6vGSB&yDyzf~nlL<7Vs=D=)m~KbHH``~3
zUir9!YQBEaD-X7LOnP{<du}Q9+`6%C??Q3KMV;JE;HDF%TCy}L>4mXvpy{-R)v$rl
z@IBpS3-$z2vQV;oP$j)T@Jm1q0ujjM88cLI81_IwsE%DAZx3;uPtPZJ8#maxMEd+L
z^23DUBT%o1Ve$iQurRm>?5v$9qRK;qTht0r2``W+8mcTXGwc>MxGo4K#Oe<Y&fmb~
z(}=Wq%7Frdt~?hfp(Z;<piLbfL2$u1f5x6EijxRId9faS<Ve~eGC!>v7}_C2a2O%(
z`IGF|&kY=2TWmO+Y`?JTkU<whP9U#$1Z-xv6ba<%$j}R~P`sxmj#8(U+JXh%q%QU1
zi6MBD!0l*BC5@hoPizoT@YM_az0z6p?}u$CnJJwj;gc{)5qQrKL2D2$QqZvk7%2Q@
z{M~*%$ya$Xav07QrT?>99bNHoYD>eNDH9%R>Ig6E0~a%|L6(Z|gLfcw$nL=G8!d9Y
zZn}?f1x$*^w&a1kn%EF;=&41gBmuTN@q1@(|H<m6OY_unQwRMT<m4I9ME8D>GiHE;
zPWOObcb_a!Qm{r&uzjFjuCHDOpmq1v%JgZ(N0#1a=PSei$0y+>f+A1B?r$@1h|Oq8
zETmn1TFBl%b439WCS7~$R4&;08R%_sU{fEVBO-q{3=i>^Q&KR|Qf~-O(x~!zhoV*>
z<8G$~bcGsY|GUpZ8NsQ+x$y>vR}$Gq^56XE;?iHB)KHf^4K`Q{dxdzwQUO7$amM9v
zN&hFaI1qtHdn8)FYU>Yl``ECc>S~W7DHsbRv^t5<NOT&|-Wj1(?co@pb8%|)a;($>
z@y(*Tk}NRovm9_(8Ox3!!0(>0aEk%^g|xKsjT>rlrJ^PeV};96M#d9nrgnwJQqywg
zY#H|-h`}_CbZs;f3(7Q1CdZ6Sz7`fHB%637CEW}9@2CO-1F|w-4L|?ggsTohSE5b<
zl8a&76On=H>(}R^qVD=1YnWz>^FqkN%kt@5Dr>fR?oH#b0&+rspt8;J&qms>0L<j&
zcImnLb_Vi35&Q2Rbzqt@V+T}`u<`F+D87q~6ci%aK%iJB08Run2Z^kmj0BQZCrHX_
zOKQ9b4ib16#HdRk<MrlCtSJ1qm-=1kV;<Cvu-W$NpXDE@<U{q&7i*EP8L=VMlGrlq
zPwyl(^ff9}sUNYvdZLa;n8Owha;@HRwC!d`Xdyz^G2BiD+S`Av-TQscCko}e+|5I_
zC01Nlv~WzsUIGP&YJFgM`iE=E%^K%?@W3GQb4RX!`=hxnjDE1Co5Hj_FhG+!Vz)zn
zCQWEqMrF2+l~Hl#tyRAFZ!K@z3omkw|9RtLi`x6w-E+RzjxX;Mp*T}abC`mZ^675(
z*uM>_4(KiKf-%n<9*hxw-n$EaA2ZO2qYU20B!$`NrAm@4QNsu3V(SV#9QzhL;woHz
ze@uXOpS=cJ?5EKm7u`B7w{2X}bzM9#a98`kboX@#>mrAv?aSQk@wi!l3T*4aRsm^U
zyMcb?6%M1sJW6wx)WMF9H;Z>YeOp2jeR7fhWJ&`&dijyi!95oQ`V{nmnff|#V8C`I
zch`{LLRgO?*G!k#rJ%v=KhtTsOf}Mw?F@}ykxV4A+KwH#tvr|jmn2DY{(;(pq<njl
z?#UF~Pvcg9we9zFCs5L5ycg&VLFy;tLO*>Uixho5ICET65Yc$UDO_plDbCxZ`_<!&
zs*=xZyG;wUDhp*Chi$&kCR-%DRB?`^E|ELg{^;NJmMqzC)+5*>{e5WGna%+x&-w5E
z<<t*Htv((*_^!oKG;w`iubzne(=(}J248LPIXa%-V_~pSZrzIx$;n!&Wq?JV_$l~%
zx}GFoQ+bt%blsVF2bq;nZM{5@fR_Cu?rvAxylTV!T^U>r^ap?qJ9<ZI=(nUFMuJG6
zzwDtls-gT?C|bRhblP!n$NM$VDA5kBFZVzBm%1aKr5?DBB_{fLajewg*PPhTUq7lx
z|6KUTKD)nK@s@N!40w(~@6IpJ*1DVY#%7-#SbfX!mVa$IU*oC$b9-jt{b0$g#5eOv
z{RJD#B{QQbORF(6tA?gJRu1-=>C{)wsCZ_<X>th#9$X&NT10JfSgu?$rFq!%Vj3WT
zhr9a(A0B@EckT@I)Y|xZX>s44(BLnjVJbTu_j8kb%sJ@YK3%KyEV?;O-Dmq%-FFf2
z;;w(X6sjj`S<;!`5?>Dg6s5zUBc<(bv&q<AdAbI-7X!S|k+rfhm9}@>)*&rq1!d)}
zvG5Q8suIU7H<iTbVh4NrBeqg1rdsBqtLy_ec|FhS0c_3inOEN#NU6YYj$i4G{fqmz
z?x(jS8-BYe#~HtrW%@RCU9tGME<-2Q7NjwKmb>R8<q-h1bc+hyXYD8`)prk(r1eVU
zSIO*(t&)nWRe0dF?(kNH3EY^hjhpGAl+cU*HKa><C;IPo%8$j-@@6buZcm<Spx-!}
zJv7wSaR{hE`$qc3w>>FKeGnUA5(~N6+a*1lm<So7=$n+D?c(WOR$UwxU7Tj3m6o{g
zo*QE%3Amgx;gW<PK)~goBD*S9D8%t7<GNT^Mv9B(XdUG-CVj_Qf9-|&=Cj8euO4l?
zSg*gdc;6opj_Cc8CqCG@oWZO1==1kSpH%ZIL_0ZWWW$>6csifn>kCQ=C*xh0&xO_V
za|hjTkf&;v2RF-t8>c9hW~mgXaVn;lDz-|1iwEUoZUZ@@`s7{mkF$ipAsoOd?7uJa
zJ$^v-rS8%<OmI6D;~FDK5j>}5zO4dcvg`Pas9*$x?a2O<`R9aEM8U|k&k-^9!>9HS
zgenD^q<S3mORp%6Xeo5umzWPu832TUD63)JCDDPPVAp!lu;7orjm?x8)D#){`V*t0
zCyQ&*Vh93<J~$kSLFF>VY@+}iz(TN<S$m=p_aSE<SC(D&^7@Ked}}CW_d<8vU!nDn
z6QA|Lx4EL)=d3a?Jd)3jKgha@Apnyrj68HhGNWXqW+v0p00K1epY=#oh?hE}o;}BX
z`bHeQ4)o>zmuhyJthX9$J9yQzsX4d>ECFvV%g<^9dnapKQ=a#clWW`hN1R9i#v|cW
zv~$CP1-h2P_zrbsB%n3~!7sQEK5gBGW1(b7#7P8u2?lNcCVCAne@X{Lmi;jP4bfA8
z7-6+Z8VhjZ1UO`XLITG$OwYb8`G7(IziYr3|6ni5*2+Ev2nx-uRYc`m2ymDyH8!k0
z=h^qVs&y5>`y;&#Z{0e94x7MiG2NO7Ej$D`_&w%z6{i{)X+LAEP-}-$^s~I@-(icA
zB<OqG9&_>m8iv%3lRYbhX>ky8%$!+=HZZo^d%FyjB{;ZZ)@Xng;6S`v`0f&A<B;zk
z$=fZwDqbpa&>IGe6Bz%<xePX<#k0A(Q!M9vBzn#Y79xs}BnN4*qBJ-JAE@eQ)WD6&
zb*MN6DM1YJZ>f1<cSNK}`dOZzl!4syOwsSs$?0^biV;%~IY=DlvLlQt+8Hn!N#V~C
zx~FQzfo>AyGJsK5-aLL1yLFqhp9Y!6>@O(?!$pLsk|MfXTHBEvI)9boHfj}qT%LeG
z(2t9k+&Zu%D9XJOz<ZTy$+W<j`^{|FVbYMOg4(hIN{hk!A6`8Ck~UeyOxHviZTG6Z
z##Tm*KAnR%CAkvwUTAS<2_Rw(&wMrNZ(8{MD9)E#f?uT4_76ZS00EThi(YsOl5+^Y
z@=^8r5?4DO_^|??I!kQb1d8~%AMT}BZ>X^OyqlDA{fJp~Yyb9{Bt-rvg%E-=@(1hN
zmA-yI7P{@m$Ya|jXv1(vf^PByjO#w)p|6jYR?szA=W-sDN4B1LJF9tJU<2a)EF4*3
zkhQ$_q3yxwQ|!v^#_ey1A|5Tb!#QsInC-IB17d<4Mg%T?&MIPx4SDU}il#l2ypXt_
zxeNEhlNd=5by9l-+%)o+M&FOPIf~a`UhO&LGxL?vY7K7Y;Ua`;wu^vcJU-&rMI;&r
z{sYCk7d6tJ!bphsxCpH^_>^o{t!%L86v4wpwQyj><9{rDcQ}>*|Nn6u&XIAB%!G4L
zLiR4>9Gf>HviB%^6f$#;5wfzgvJ!=?WM{8JC?qQT$SB8%gX5g<-RJkauJZ>M*SW59
z?)!edUeCwWQmO#QU-kQ#aaZQ0hXI{*KzbZmo$VB?bqcmR1$&%7&KT1&>4U{~KJEnT
z+@9j%Lx?=|6gk?eV#=>dwXTx%*e-u_;cZJaD`b*MQ<m1=v%Qx=!m3{jDoKY!_K>Jl
zU+sY2Ulv0=h{Al<URh8>5U67vlE=`HNm=l+Rb(9dKLAey1}uQ}C72#KZMzdKYb*w)
z?f5H(2BMBKzCf$>1^UwQ)eBaJMy^Swgy<e|#K32LogX?DU*KcN!yZx;<R7(HLe~Rl
zP|1qHjU$~?4p&q1o>bJh%Ea8E?+?@$a3$k1B*q#}V(vD?n7z&nYD+S_x=89B4SoG|
zR2toa2f>R@VjSFBu|{_sv7$ZHrQ0lh+LG8g)3o+F#L6{kc(yu`W(BA)W+niqK>rK-
z5?lWf*%6={g&Hd^@Vjo8i6Sarj3cVL5C*)rW;dchA&R%3g>!Ff`uy3;FLastro(qs
z240c>49`Lloq|<+;Cq@oG;zqX=5nex%*}irfXnXj5_Ccw)zUjCKKX8Z@%6W1r@Uvs
zF9PvNib3M+Gq>)+BI}|1QH*OE4R6%a->8)`R`<kZKh1XQ|M>Rq`h4R9Zz~Ymm5&&e
z=QM86a<9Tl;2{1EU=Y5i&dx`G?<HVMhCmcY%_p)~bbzIr|FLva^d?u-9Xad;fCIRF
z7)78rWR2{NN7`oHRr~axbSyz1#}A4!CQKUdf4*}xYyNlY_QBQaGd1owUg6l<%R`g&
zF2*!8aqy7?s!TXQc!sKij+XTKPPQ^40^jwLsQM&qB}q%K=+M^((3ZlZ)*}A}oIvw{
z%(bMsj5KTmuED*F+!xwJ6Y%<gj_lO@X~(MEs^lBWXL9ETO6&>_iT4~|#yk8^TYz^V
zJ5fEumgwr;?hR5ik4s#J=0}6=Za*n4>$_v>;^EHe?%D88kJi#aETgMJ-cBQ_s`hnd
z#jV?B0@bg!2+S}(4w$f*o*v*kV`W$aM=`_NYh*Q;8YS0q_xD9ZLj{*la37#R^MG#Y
z96bYC_q7=4AbxQFEysToh20@Tg(qL!#*5?w@Zrdb-2JJ*hRrX6Slu4DsUYItjfVi<
z7RJy=T0Vcmk_Oucm}S2|6i@@l?g&NAyN@UZvr$Q29rQ`qrw)n7-SoezdLL|I8{o~l
zbVfTyjg7dBzM@#JvA=y3$M78yy!Z7!Q~&Q1xwmT}JEuYYOPzXpQN!mUr9U;g|K3`H
zl7$X27U}RS{yMo-*&J+K@C`q0*0=>C8qqD3)}9c}@%Tu7pw_-)qxXQhkI>UiqHh02
zsCmC+ppvCiRD=B?_OXDL%X5Mx!S%(0uuHi8h=$Vf^V=oHt{0H6or5QdV}jjy_~WJ6
zuQoY4rv?4hzZ>@9(LX*ckGgZ+i9H#1qMD3fw_7iz@9gi#(m_T1%VoGi<2#?=TWUT_
zMUcc&PlDbZ=9}^!3`0e@i+9m!SOoW#ODlq`ZPyk(YZw?i-XBFqZdfE9Q->;aFY;9-
zpufk`CebcI2hctFe3AQo-G{vzj|WOvWMMkLDY&?bYX^^6iuYKswilw^udb9p0763u
z*5^dz5ud6jEcT!iNVGZ>2kN}?<?b7kAGuU0C~YDdW`hBok^%>Cm#6QS6jV!b^O^o*
zq-NxnY66{Z#OIKrq24bg&YT}GNZ_U)LmNb3_t!Q}2P%!23&d4D+UH{7*C@yRdXy8_
zkJyb!MZE|3JK0*uOg8*my$7?RhQUlKBZG>cCPdIfK6<xCs<vXqMx~De*^o94l)+C&
z)$taK%I{8oa&$y?1rqjVR=a;H9&bGNvsVTE!vaWQyEAp@uG8PW)s^V3hzGkT{T*0x
z#Ku!7n)Hx@|I)FDK3U!}TBIiVFAqJtCSE*GnMvp2V2XHnZz7KVOdcEHx)5CXaPeec
za?M%!WO>^G8F4(EX@ey{++8n*+pC<N%pAm*Jj0SnE630YY&Zc7ERPA;ki-42#l<S2
zgtPu|qd$wMC$n;ZzKM(<`pO|*ta38bpy77BtJ>wVP&y&c`@ORWhh*}$edO4`^=Lcn
zxb`tA=@U=&JbKsj$NW_1%l94uUj0M(`M-u{UeB_Qzdk#hWj(rs56a#M%vlf2xfdLR
z*3ja`(Bs5w*4u7^PJnT_z47k|sTAe}XQQd6Gh?rbdxpbIqc{?Rf?jTK>wlfeu6ZM7
zZ)Z1WlecJEv|yJ1<960JtE?%SBKRPHMq-v|oXDV9O!z}*udwfp<s)&HnyOheVeBDF
zZXMrVDm}>X8M~-B)PUdNl!<XSHJ9yyJCYq~0Zd6~KADD~!TBI^^1v<a9LVYWHIKu9
zC<t#&dIcBl`*RKQ+9OB3%tXk6Z1Am$XFjQQ8eQE1kvRQGoL6&;OI5X;B?d)~QhQkH
zKIb7EFuf*bwl<c1w`Q7kN3Tje%-Z)(2K4#PU^%hT12`!D6Fb+-Cf7?RHp}VxH|pMh
z`{^i1<icJ}GLyUR1&1Q$4rz(IX7^|36G=gAG}}>}!V?a5`Cn{u8>E#QZd|QW6|7gD
ze%mu4H9RWVKg0iHQ2EE8=#N3!{u$XXGombFYJw>L$PqBUcbwH0_29>NFB3mU0*r&D
z9;gtZ9<cx40EoY1+}UQIK_fSlk>jg1(OBWO@M~jUhMxPI)+g<kz7^}d`0SrKa$U1Q
z<Yq=SCVh><oW~u_nqf5wd%jQq{!Tb{xU|v2KU*m_)FH<OQH-^a5#$FYx~D>9`&ee1
zG(%goPnxt{v`%_Pb98s{y1VPl_M`mD1$`<xv26-*?Q(IBkK21kUoP_+E)#ODu}*gI
z`7-v_{)NT+zh=Z#9R=_UC78f%jGuHEHWbLc8ktFS<lC2`q0&YG<dBn3q3_+SAvHW)
zn7!so0Btl9<un_6(WmUPk3p(5zt*LUvJ_n@?VI-nUH?fK_)}iMCxq7LE&(k&d=RJB
z+-#t7E;>5NDz7@Utw8H#{M~og${j6P0MSDffrbNi_A-()3MG^Py5<UD{`Hx*p{>{V
zddv?c4VCu3&M^K67=3~qUGH{AzkG$3@2BJ+`2~bfwU3`N4&Sd^L8}g!1n3i1R`o|Q
z!#O$8sS4RK90Qv<p1K`C`o@5AlR^ZQHI*mnViFE1{t!i6eh_?+UBpg^0PQdT=ddtC
zZr-i0{o7)<?e~86YZzlPDsBnMMHSVfPU_E2y{V4V0LXzL0(NO1E|!aRry@p4{`+}5
zjndBp3=>B`f6T?xJT?nfz=0xBu>z7Xdf3v{*(OST*dYAe2Ytu_8+cHUYyJ5c0UJY4
zW53!1h%yn~^z{+^--myt@lWuxRc|arYrcBS^G_T_@CW5a4Fg<2S=)tybz}$)FU2^1
z3>kYM4bukK1BxoqIt<WXaW^dj$QMKWI~m+kV2z$3(DA#q#SyS0H*Ck(0Rr~+W9Ed9
z$&VCaE`Fh0>Zp%t%#aF{F*|LD+D^1+a&+wTlRc#et1TM?k*NWBEq67244;xj#a7-<
z6U2l|>cxahZJ@;XUn(?9U}k!8#95-+o+Vv)63Y?$)g9sgzSE1`nunqw#t3D|ilrHT
zZ)=BT=G!%|Mxz<m;@S^4W3ob<Z?1Zqoqqdoq)%6c{$Evdmf&+?L&$S68U+8ctJC)e
zQf~jZbf}CvQ#lQf0iZ<b?tdMr^BL0>Z~BO-G7S0O-hA=Odzq;K{hEb&Smh^7!ApDg
zySIk&%#%4?-Xr7(<JBI%*j6+Ss`)!&ek$vg)5TbD*Uj7A?Vh*SJ#UwL-aa4koNq-L
z{*E(lR(L;RPf?$mHL);{8l%q}G)cmX6)FXM8hfgGLX5fe4^3noLss0%2Q#AkNKPc|
z5ZyjJqC=#&InnV&w1prS!{j~GfZqh^3lUmcK@_5ko${79sODAp3k{;ueyc&27x*2T
z5IK<cJn8lu*3CiK_#27<F}}OHXmKli>LoMJ+NJ4kUSH}`uS4`Ya_CTr3$#l$NKqQt
z{>`KWmwt#>>)}(|q0o?>+=+m9Lx3L<a{^UaLZ+p?g}l?^*7VAYmdl<6^t$KsPdT$?
zIA0e3;utUE7<;)cR)QCu9nGjH|B%U&t=Hgb&D?`d1A5~AP6O@$>OJ^9g8}s9rHigZ
z{EVkyw)qH}`3S2mW#Ln>UMxnG76OizbbW$ikhy_DvEE4h&-}lSOJJw!D(}i#@4C{J
z61pqYu~rz|V-QX6_#g@_VQfGv2*CNEa)>trA?AHtS&X1=Ry1HQNbKjFrKlN=$Cu%&
zEAcvJ94pBB6Kcn_1nkm<LgYv(XC%zURGm=>0CUP6Au@r{he2Q|@bXh;7+S@UAJ(s9
zK`jJRLjXiTnp}jiHAWTjfkXWh{FF8KjLGenmgMW(v`w78L>ie7W1s>w4$UTw?IFZy
zMLoZpt^zGU&)sRAH*fp)HB8a*0LlR*xcO6R6L4lzYSk_pvra^(kOOEWk!BJI_*vt9
z!@7d>C(}4l0a)aJH11IGBmat0*3VLDT#j$cGJ_`fuhhpEuD-i5?Ah1`-Y*r|*1d~g
zeo$Wk`URe(hoE=HXo!4A2Q|4qd9R#4#2}ZJZUg@3rim(DAZ>GpA;^J_@UX<Ix;x-)
z-Kw;N5(M1};Bde}3Ysac)PK<?#@WU^ow0f{&dPCoti>5`B^B_7vxM6VA#?fqXnvl@
z_(;8TxsBB48qPHNT+eY$0(GMEv`$3?ep2p*cEK;LOPgQ{f@zt<KO7|1zlx0b01yW@
zHc=C3&>9F2xFMFxg;vXj3}G>dMgqHZw6VqE<emM`CVQXF|7v$%AIDTNp%9ML(w4US
zQMclnSX)DJ#Z*M95vX5dGl$ivM!Xjphh-%cm^9ta9wx;wtRUB}q};udTrNdHHQ?HE
zC(vUv1qwRBf4KJn8vkDAy@_Ry+M}Je`2Y+?)$!jO-6lFoc`Q5cJC9U?$iR_X_Qs9&
z=;*GC9FdZfldfJKmpn5W^lo}*q(-GOC6)J2@=wVDVrJ{GEiP8MAUidPx|*JiJr#}9
z$cU$&zLy>!M4kSnqv&k9r7{jPqN~9k*Hu%~Ra2;{rixmCTG<I-;^7W2ZA-u*udw1p
zGxFYHRx(5B(fKmR{Z_?5vgEKSx=5Tn1$F)cOg@Fk3Scl;T`X3P6e3e8p@E4PVvkBG
zzUkzeQgAc!J8RLv@Kb>+K(dSR3KiX|;FD7s278Sj5E#!8t<6{`L9c1YU~o>qlR}R+
zU@aCZ(PJ5u0!O8!#(xasE!)G<4yA{5Jyd`3-IjkPsDpq0+JNO=&lK6nKjABbarZrT
z@9E~Dfsy8(47Bao_Afe>FURfKq>VEO{dbk6Wp`!%@yoh8-@(zB>L>pz;}C9T<$17C
z#zZn=j4<~fO&^+|fxCbTIhB1*0qauhEyr=xYP3`@T?~HrXEc;kR_uD%feYSkX+$eV
zGPV#&D}T9ZL2X#s^*s5(x=rD3u3Mx1!L{{w0eb@H<Do4Fl^WymE0I#t53caiZiqh-
z(`l70Q=o1+TC!b=(7E}7`RK{dQ*<bseZUy@x0uT3=Mw&GlRkoq^fxpwb$mHM_aTW~
z8dQtC>I%st=Q1RH*Go6o9wi`|!+xmh+#1FR$Y{_r?vM^npsy5s2QLa(0Ar|`FxEf$
zYio4zXXC#lS|DX^o>4C13bByhz>|d#!x@FatjPFsGs)6~ifNZg-5`7mcJms0DNJ_Q
z08m#+tB69*44_PLsSxbDL)ZK*K^hPUJ5wph(G;Y+T-R7NWzh0N<fG!wm?sMm#mY_>
zELQn0*m5TkFGOQ=QL2%B;hBPuP~u0W#Bw-QB;qoZ)PMMaa&q{dE=jeBAMJNj&zDzU
zKd#?6SgMj%kxM(wN)Y;uZ75XMl_n@>u*T2e+myY3h~e*(iG^Bj;AC(v5sW4s5hT9e
zqLBNaP3$^E{w17NUqd@?KoedPnfu|#0D84rsnq?m`|sMPzwrun<dEN=e~dc(IK_WI
zb|~z8fF}&HoOP)-(jyY;nEWV5#M*5)`1kXzUoWn^6_E+!yJ-9K)u|LT_Wi*IFg|pK
z5cdaPSV$nd!%o)L4|F8R5yX|J@e*oFB*K}%<Uu8xLMD(Uj<Lj(+2i2uv!mIUb+wN|
z|Lo^wIv~*z<fSgtj$rN|&Ff1Qf6w?%oP8Gm$W=dl^XKQc_=fmD&2OHM+n9?lbUJTV
zG+!;SzAP{MwbstMt-Z9St~SIhNG<p-ZyKEEs#R>eBxTaUthJ(o(=m<_ql%+w2sGj_
z;)s7k0|XrJfTMvJ)vLfJ6S%IRkf-;TXeL>oU$wfPBt3udW&Xg_0$=$M^)he`cnP*_
zTzNBMU|GcVUY4&@UIYP_NQ|(1@Z)z>gl>b3QKP)!8s|0t<cp#yE247^J<7S#YEzcC
zD+~zH3Ak8#0qc4yAina^CV)tEdRTW!mfypjKm+b2%PFG$m*ej!j4~K)d;4`LV=JRE
z&!RCF2un<PtM%}FK5c=d^4}m7sn6VW%0vrbgJrII)Z^-7?rYgGawO(lH(PjKyZT}B
z@4d~FOP{HeFZJH5@lOSinkV9g3~QvN+kkW8?xlw74>FbLzwqH-bSu}@iMG^TsjQTI
zE1>XFOeWI9MAIkG(dv~&SFvf%HCKPj3dKA@rTi;OT$PHKDx(Wiz5uTVY1?F~C_rh-
zj}+Zk5u@)EJx~!v099y(P7}8pq8bFxHTA=yX&B=QE{eGe+Y;5#UvtvkCPV^VpS5y6
z>nJb_v%V8<GjsAy7BVMB_rU$aeQRF)`~`wWQ?O2<pIaw3*xAv-8KV<T`51x*@y)MB
zs9kqfQw^b$a8l{KJjsk4;pl|C8>XpA`0JOn=kw&qBX!@NeRGhbGd5d{z#bWVBa)*5
z;l!)29+d^+?t7s+mr{bNig=F6R!wF5$+T|2MDG;u4^t@Mx7b#9tB%kawGBV;Rx*Y4
z^}u4C5?@m7V<lg}32^P3AhhNsPo0=#-G-sH5Yr!50^YOg-&8Kiy6ctZ<(CUr<GdxP
zg;8^4Q!2=5%>{#RFZ<qJ@1=s2&5pKz0$dHmIr$4Fh)AYU63;VgFjZa~XOuhq!8Qg4
zX~bEwZ7y)EcHdNW_u)_N8A%voN9fIg`7`TrC<F}Fr}){D;pRszl*mNWonmT886zOG
zQF8=}l8Nzk=CYAMz(Js_-5={n8X}aJ<o^;$jAvWqqayXJBaIQXcx3H`6Exrp04fsD
zus!%<DJkjYR|~NYz_kuRf8X(=SpZ7TYx^&LtX}Y~wc7(E!|k9Dz-@Q=ER>|N3(N+9
zGa@(oS64^rwz&5b;RGeG1;0A0`<HJc-YA3@_#L9?6Se`O<i924RxC08Ap@XfDE&ig
z)XE?VII&Z{D$ybmcFm{le5&7nwx)&+tmk+xA&Ib9M+hwe4h-JYGzx3r_`5(I;i9O{
z9JQKi0?>kT8AdK81U}+p>K;McKMSsr-*q?qlg`Bed=6Yt{mnDSAogDvvsv;-gIEme
zCCj``Q5Q7c8ABed?Ypvse7MF(bh0rYn;m;KK>+<_NBukNtx@wuV-vn-bG*Nf4pVpq
zVg)ig!TzxcG{4mo7t9dwdAkHPm^e*(v@Hrn^Wr8wA3{zUQYOD0$k>W;Eqon~N^X*2
zd+qko6yr9UN%#D^k*Y=dg9_12*ZX}9(Q_JYx1rMgOyy9d0ljk87WT?GMJQu&N_O$Z
zYgHYpDBZu`3fA7K{B$vG@^W}}egRu>GdM{d`r;1L^`R_gZ`}i@+jfV-4+9g$G!|!Z
z9&WCVex7TNzF=Rt{5@?DI=69C+aQtZ`M{*WrswNwVd0PZdir8nwu-^Mg?T{I6w!S?
zFyTFj=#)=9+kImATw0HN4^Gj#;jTMJ0(1kMpC`xJdYhqAg^y<mOVInasJLeGIx@j`
zUN;NeO)tr;;&4>K<uTD8_$_YBf#KUG!cKTvh1;t*wI0gt{4r8;T4ijHo+r-H%`^9R
z+s0Y&%z@1#iFSy_^vo~BKksqy*lp4%ny@dSjYoo_I8A&qgVdDiVHZC2p_TwQE<+Fe
zFh}^1U7XVM>O8?pF2+he^R~22x4*awmP#yGO3p@G!p>en&+3}F;pGE3;nmF*q-_r+
zif_W{A}NOTDK@uG{dr}Hf`ztUEvru#a9brmHmMo>?5*b^AbiQ?(hXCq&}58|KP&5-
zEY>&Ky)g9;=7t|`+0pS@2T!7eV6_|&30CS$s;~_BEkdDEF4`TeSn6I`>sVI`JQdWe
z1HfV*qDDB7nEoC(^Idq0mo*E!40us{;9;I*2nC}<2EZOfALJkOT1vgr3#ZNUZ{~HP
zQftLH3c#e*QNNbffYeSZ*4R4n5H&|91lSS=xUapD;8+(4^}{I{asn3BCxOHEEOR^&
z1mof6f@u-yZb?h=>fuZiq+a#{wBmH=O}Q{7iN|a7=;IvFL^BHTBkOh%c9UVho-phr
z(b=;=Pnef4XY?st)$zUc<WyAbo)>Mo{=n`?TsfVtl>Txa+Lc@M!%f?qfO7uhTo}dJ
zG}ctIhf<nL!1kn3`!j*n*Qm<`>JyD-*op@7ydw6O-GgS+s|<kcO+=b0yAmn-cz_XR
zs?QIko_+(NF?gCLF@X}ZC(n_fNSJlZ5_GW$Rwq8v3A=AYw<iDpp`f1+^;Nt<k*|W9
zU)`6jejq8_A|uiuCDeG2-CE{C4d;pZX(;!(t^PT;{<*jQO`)V0PhDRY)AdH1pKh9;
z_T<F$+h5?juHDE+J%+s4L+S<gU4TNU;qWNG+$%_g{zk;zL)h6#0#*yCQ7r|y9=7CO
zJ-S|a>IIYN=<H93#8Q#nii)M$(zVjpJFj1^7@8bcx<haG!XZ}C1e#tURAFe8H{iRE
zkp~<mO`U<VD!N?0^INee)ELbpL}aNp0sbH-QJVe2=X(z_1RDXfF+Gg>!{f0*`a_QK
z$^bDG-UL4mkVI}wrETRmV)5y?h+O)7_!{-cPR@k)mNjo38$PLD*>~1U%#tO*Wv#5*
zJ3G6|_%*EZURDgvPD)PC%JXk>Zl<M-w8y#H$y<HJ#E(tSmU?-Z%0*!(%U^l?s;bH~
zn+dF^hv?nD^wM!;)NAyk$A=LDF@A9VV$wT~0|ZQ1PlQuV_l2KkM$Swozc<n~@JjhR
z4t)>ttUER+s!#C50FDpi_Cj(2<g!Zv8%D({;q#TnoyQ-Ng=JJ(&tQ3I0}{?Z61bN_
z{P;h1_vrWVVOT1h)Bx)OOT{h7xgm+V4@4`<MYLypA%?;@OQKPY8YMim9{ZXNA6OhY
z1Af)G-To&LG{|MR6|AfH!^rhXTvt4o{6^gx;}nIF9Z{E8!+js`I~EWSL8Q7+r@<5V
z9h4$-(2?doc8Rt)wBsTKzQm`*OX>-Jfbp_F#w`me5T9XtWJ>#BP^bF@U;oGH_?yGB
zbZ6|!xRILLU*i({`k}!NSN7lg9qo%TX&gcvM#Va-88tmke(@3)3Gn_D7l!cB_Z79;
zH(xj%>)HPLx^rSTbFy^q|1{5H`Nh%ErEe#0)4N?2*4jiihAOEd`ty)<u(s*az*Jt@
zwe`h_gyiG&7Eb-;6luob(UeYJM#~i60qsB;-=d_+r(Qcjs(tH-$fRJU_m?S9`}L*&
z5U=&fOPrpzhL}`)4IM|A1?nf=yx3_g4rdbLb3JvjkcAqrW~{7eUT-DTsGzAvqGVt(
z&G6U|GTjUJqWcT6euHR2ev&O&twiO6pJi%=WRJ4{2PlY_m@gf=!rJh}l+LgS<U40t
z?`RDfPwp|44*d>kxW8I?t5DI<dmrk|g3eVY$LLY6660?m4KniO49!+d^YhDZ7><9)
zTJf4lB{U_&>qlY1;;F|qqcHdDiI#Smt?#ZLV;uf|d*kyAUfUJA|Mtw`&!fN-&Rn!|
zNBG{l(N{nO@*LTdv-}Jyfus;g%kR;V?PuFhTab%gdrLzzN*3ZjiTJ)?j$4ny@pFTj
z@m+upX!}KYw`x0}B6?(D#M2tO{OdfalGmYwFbwA?Mia?{t2PtGKSPg(pH38^BlfoT
zsx7)5RUZA_fA(ymxHIC2^Kffo7#JZ)TgSr_MWn;S-skZxe&0JDp5O=TYV8%n_onwG
zQn{6b9d|cXl%D!6hJ}o3<B&%+zZYf}-#;=NZvMko93<=K>o-5w?D|N*{}kUIH0t$L
z;VXbnysqjl4Ky=!3O0*$3%#Y|@i1Hue*wdqC}XZJORah5&Ke)Nw3)Mz8_+K_gzBy5
zXqS(3M$H-9G?rGlJ_?e;A-tqc>f5Ujwy4vFQ;~ykK0=vtONVU7Tg8C8PN#{a>DljV
zvxVieI|K6NvCTEHvtz`ZLq!~tYqj6A4E$e=@<C@p5B*z3eGLGU9sIX1>o%&hLb6-{
zl6ncsf<kg)RAVnsX?&YTv0nuh0_$pt2Nh|F@m5tX7A94pV_Dxr;-ktCHr}DR_M=~f
zB|{MSy{AoR<PCy;4=z5NhGllG*;V`UaQgN;a|>W+HPsTPXS2F&cooVcr`zja;m$7r
z<DwISNk$W-N@#O`#anY}F60Szd|M-SWN8y;uf~Z@B-^Av`)*c9<%E3iNHhkLld@*4
z(z^JS=q^feUF@skKTnELe(>nIw6eEJp;!jDA<ND(ijigK+moZ6E6|71Bk9k<d+fL3
zHa}_SVkN1Gr9DZezkJNrT+DtAeh5~GM<pA~4Y7A>JGIjBAsiL*z4eS@qJ%@#hja4$
zCPW^{LWre(KRQ2-HqH*W|6FXAnvC?QUu`tr!23hcO*-LJq{(c=WF}{m$PLcvOxEe=
z5ER73%^AeEa#x`<oBMMnce@A;>yU-fe?m1o|6TZ_%V3>{sOSILEjIg9BIH{UqF$O0
z0eQ@JpZul)BDnmP+g2bgBERo_PHY&UMpF2HDSb4pv!@-?#2W!tFbTjW@!xl!B-<ML
zLd8%f&Zr(WP7m%FS9-i7nJ?pwAqrs&6t33NK<1k6Ei?xFPTA*4rpHBtBw#wL{MS~U
z-7-zY!A^Q8gb*yI1l8$t85d1xuvzhHnf}^Ehk&7n*U7iUIHN3?*V->45)j9=k`qO`
z#XsG<$*q_o8ckLws)qNV&xp^*|MM9<W@W&jn7(rG)avL1${m^&P1C{G>t=4&o@w;J
zp~n(v2_~2RFN&y#v~02=%}bdKd)M;YbMXQMU4#D*hjs62_dJ;?s;K^<Ul%CW_PGs`
z36Cae{8-O^XK@n~v_z3)pa2m^5OoAe;|#ui(^sR9rWfta6^+G-GKgk9j%q4B`+54Q
zWBcZxTDvDg2{S%v(f6r^l8P#}e`rFqRnXv=ZA#AuvYvh*B^#qQy-$oEy8K+f)&)2t
z6GTz5h=d%Ge}{X>fK37c?ubxJgZC&$%)}}qVGGc%gZ{Q5XJ4Y03ebH_WbP!bz6%}x
z7mGvcFU|K>2LYm_G7%P`g!Al6^_pD>SmMYWlvUG1#1gY3q&ru1xkXF~|90$^*d}1W
z>{qCaRg*oaSTh#F!64u>G;p~jJfGnn;<ch4u4(&S%i`z|ka*~(O3N3*IuP}Fx}R-R
zr&?MHoF3FDNN<JlKZzgvVzya%{mU(ve@L}3PNlHU;JtD7sg|6kOL>uq;Z1W^tdImA
zV@`}3ON-f5i~kHxEk8pV9;4&d!bQh7Ec1`kWp#TA-=43%6Z_=ys9ZldVO82;;Xeh(
zOoPlf$^7FC;1o_?(RP8DdlSy{4OT}(ajEwNQ*-V$vkT7N)5dEv04?cv#8euqQY#v(
z$_i`B2g*VZ_zs)_t8wK1^6-~MivN7paa2Tz!;Xq>7m%R8_e4^c#znK$1InoD&T<P;
zAbp$riaZq;h+4xk`tDEv927m(-TR{TF~Ih^6x89L$!opYKmO^U1LU&x4G{lBdrdjR
zi+x**P~E07wpz=7H6rSCpLw=ErP%!?nJ=EPKYGZ#IEXz*5>*zZILLkkxX+3$^ohcC
z-0pzo(_$kf$7i&TY==ZI;+f_$hpzHI)rIJli_8gF063>Y8;6{gHt&xitt%&imztRA
zrs0>v%at<Q_v)+A@<Nm>vzzf&%1>|C8>5Y)iv;w?jZ3anr>#!wrCaCo-P|JgppBU+
zjuUt4`+$NfQ|n^B(oxHDx_|LCX)^@^TF<Yk6-d19230x&atjYD(@QsGtU~E;(CE{Q
z^cmNinADr!uD@+oZ)VnHN?k-H$`fLbP-Lb4!UR%A;i;UZQKHnm51_ru5<T!{&;5s6
zs1j7GHZayM4LZ3qTX9CiAS*~^Vb7ned}KadWG}pz;UWQUyWflB9%37?{}uO^nS|(_
z6+k3N=7<A}!i8uxrrBX_MBv3T)T?<iN<|Ef&|=Z7N8mJwP6yDCSacebdgeUA7Oi<1
zn79C|>__@;$1Ay#nFfGH=p{3tYhR<cIfwv9`VV~I_ymi5^)UF=Uw?1H1N)WL&sTCI
znDJ18MzHHr)vFTnT-v)mz?RS;bpyN<FXl02^M#pI&(ja@*v~j#(>T(cC-dWww0#n(
zW_Xqpj%%LAWSUabcUsZRoVL}_J_1!eG+_v%o;>iny)5$`%{9;cR5OiFTI^}?$yd}(
zYye@tnGhkQA2XJ8KKOw%Qg<%zatn`D;(Z@viBy}^jX(`&LOZbsK-Z-u(tgM2+u#C{
ziUkJjW%)LM6er2Lhmvoa6vSKPL}-Y;iB>&R6C0BUqML0whurkm%`{@8(K&h}897m!
zMjNP?_kX?43G5jy-KC4J6%wMNkp_geu<nGFcn8ij^}P9BM6S99DW<zNv5sk((lgNw
zC|_9ba<d^QODGAt#^DDbZZJ0=ibq51lbKnsnPIP?9Ww%k<Y7eHiIt#8!sQ^9B3w@I
z{@2xcRpOTCSsL@nlHO;+<gEW!^WYhifH>|;3}}E^AsT)N$Z{291M*F|NJs;K0d;N`
zqDVfyiRHy3@flQ6xk?;fydL7EC*^GidI!KcNk$@ME(Q|HJnO7yM<+Z6=rEy=0Busn
zMSZOqjNK1o)6rZ_=~=$ZnL#N*!f~z_2yjsz>6mhjuYyyu@BYfl3U6_>djdmX^%9EV
z>fMa8i+WByV0BXy6I17gS?5Xq--Ago4w&6YUmEzAdLqB@o9n`cIcc-$X@LD12qhX)
zr+asjl)WKlQV0xUn?@V@5z2m4UrA0CxRd^P(`%6^RVS_<xbtcyGak5WsSq%65{?-E
zfu+*02uFm9Qjwj$XVI-zFkS6Bp}x&I1$OS73!$=!OCR+cMKi=9X{p&Xdf+R$*q*(J
zP8>c8dgyO2vzKx9G!hWFvx51gXH{C$K}W`|Pss2!q~>^Jd<YQWd%=?UBWhzeE|y!{
z@}DOu_Xg~mRkGrmxI2s5p~^|%0H6*kl0K^hDnw{Ok{Xh+&LyPcC*KVcmp347rqv;y
zmVx<ZuBm5YJ=DvW`df0dB03J(RC;?&*RWGu>G`bf+}Lr_CP70e+Ai{sXxq{ZhcIB6
z6L>!5RlB<w$TpC$%Oh9Y(;>clF*5`R)F#L*n{!dN7`ntsEg{deK~W(GsCnR+&o@*t
zsr#uQDLBBn61FBF6~;{M>r%JOEP@?q2|51Iv5o}3`ahcozi8H2FXYS8lAQ?eIA1dh
z;hHZv!6P8ftOlaNX(S##1cj9XW!_hdwdG+lc}{YemInN}*mV0<3Jy;X+bi%fMtHQ*
zy}L$pO~BrUHv@|(fStoo|3H6_Dq{KZfM7HN#;1BekqAj^RSbi%?!hyMQ;GpA{F+`a
z7DS2P`{y5^!^4X^D_aRHJdYoH^U&DHe|Y`^`OB4i-6tF2{)`!ahjZILd*!X@wGcC{
z@A$hn&cgqxf!8P7Z7R`N!g%ks#pkEzv(F^{IE4N^NU<>b(-{^<nK4axPuyHzg--DP
zq@4Hus66&VcLi+srtI$8o*xY<IM~1U$FFRzIutAJuTN1s@F)?+_ox?(ZXTYuxu7G0
zwtCkOjB2q58^5nhU^|btrr;9AKOd1708>11b?}8-U6C^O@7iFsgMBAy{UqtyM6pWb
z(Z&n6ZgkkuLO;5gOd8IFb}P3Y9Q@u6uCwd9zgK;IV<O_w%C8fRGb8Xxy~{%Sn*zAE
zb+?-jCAI61&yVXZHQwJQXPX{|YEVAs{~Y>QbSgbr6$f;%Hj=Nhc@>CQNC@w~x&G(1
z_%HBA{C;8fODiBBkw9&U!MRY!n%B_QQ=y<hj)UmpcgqF<76nJSznZgk=z3l2?cyVB
zjM(-{{2INXVaAsRf5dk3em%7MBPe`i6Rhy0Z0w=<N!sVa%qHdQPNCYQ#>2V09#W$w
zFA7Xv<Ou4>3&wpNehh*ev+tNKZD(wH7I^y=Io@S>&0b;|5EDY*f8~1S9h<kVUZ&tE
zz>!J70)ArzK_el`9%0I{2S2^y093PUfK-HWFE4xRGRoZ5v}#=KDeUbP{q~K2X69m_
zL=S~;bV2;<1T!K*8M~p3-e555faoN_QcKYVTUC`Fb#I(siu;v{y3~q#m5S1<aW<!A
zj;;c*oB!+=@P$4$Q^Zf&u&9b;nAeLd3ftd7E&D>0xU7-c!hzI2SqM67<1lCA2oO;L
zPUA5nuMY;6`P^ogFWa)?O%Y4^>vxOsAEWN1Lc&)SZ4__Cgea9m!ecbUsY_5M+}~b9
zC`--^WOy4d{=_~9NP-CsIElBl_#&#q8kO$Zf2F83>MCd2ig2WPmrBRnR6T1i{N4-*
zO|(`ZE{M?ux?gx`&Aava;-6XV9(aSQ-5$9*BRVWo<J3e$?Y%Hxby{>d?lCIsB7;}h
z@|)@Ut|kKcFoAriTh37QS>WumK-ibQaFhOaQ*}ug^IUoYE}qHQ+1Sm*-$ME#D<Mo%
zt%<K2*4@l$dD^0VCZ}^E{*++F&LkRp{8_T@Dqm4bFE37Gnx=i`w8Q-DrbU=iPWZfl
z1dKy6x_+cVX0-XSC_~5=H=q)j5Lp`=$~SQa`~gggXhfpi>=T74!vSVaLh{8sw{lX{
zQh88_xX^@XNfCcZkwDoMKE%ECT732rc-hzLckgSUy~}9(ro?ubL_wHe0j-~=8Vb_K
zfq=!|!w$1!H=02lk{L8gR=T|ycEs(jM-5aXVE!ldxP)&RJl$dv9y(52wHd%1&_e@=
z8knZnkgvwkmNx#cx)6K_{g16M&4BT5Ir9f^f;McJX{cbaC6xXa941h~A&!*v(>xlx
zbcO~z4PCRlr`EMc@(#bP9<EbdcEx&Lv;tAYIf^Ewaj~tw-`{>q*%^AcdO3LIPf>Pj
zM>r0oSHEPu)gpE=x_L6kS<L>`ZTIknpUoun#@Nn17WL@AN8yxi)rqsbjh&sbKXZa^
zsvB~<$GW?Zmw5p>Qq3;^m5<$^9kpcaFHKUv&_1@c-2*g+tW`4~%rTn-N5>*-lizeT
z2mQKvp_{X<&1>~*hr;4K%|#%>g$zhs=N=!*!5RSa4aW@8M)fE;C)eYC4Z|Q#R8uGG
z?Wq!9n*|Kx90F~vlKLfL$v{+U*}>LnZFT<-i@0#WbHD{wgE*ClGW5Z~2E4I1Tf#&r
zl5-F4m0bF!dPqktVT{*07fyKp>-8DuHHS2U#zy%GwI#x69hpWmpa#gi-euF7g_XPu
z1oHDP=BlH_%MLL%!j>8!da5U!j#PUO@A4AhbsTOxY~{b>Z10Kpz(0V{h=1^KIKAo7
zgUn+(lb<4b;gzE2zZ+#IZC<|ii~i4KQAjWJ#g!ljsnVuLS2z8#!1U>KtOGV|Hyp+H
zeAxz^mQcyss?#5adtqf(l2f*UO*B^&XGIlf2hg)4G(6Cj_#t&z9|*s^dhe%)arM%R
zd$HOE(|Demk3Su9n!B%@U~aFdsgXi%e}|at#G=BYk#fCB5P<~h@2`&O`4>OgwOx}5
z4Dcl66LG1q;(5mjeuoxrBlC<TjdB5jG$(pejKWCNhx-o*&Ntd`NZE0F^LW3OzvH5B
zYR96%_=pDpn6$J`?&<@($P9-==w{oXglGgWjs3_NbO*q-asD786(uRYD{+$7+{FCW
zf4)(N(I=BqAYGF+cDXlEMeBTzzcj)qz!IFs66dA{#e1wY21Igg8C~!*idEoQ(Krfd
znreT#zCb~I@AJ+Aw~eo*^a%W%T|R%5{QS|1*}WwMFGOB>jWmo$E*)&xT7*29dNb?d
z(JZ5Q*2^0C*X7YJ%lEewpdJJryB8b4`wWRt1GnyJo^Vt%4-rBxPAr8qHK&=NOhkC2
zv50F(O`lTX0nba<(_@R3sVViIrG~o)4}VBVE7?DE4<Bssc%sq&;LMsv`(1|J<0_xL
z3d3}!_r}HfF5c<B_wrqxxV`SSX4E3RUu+MTgh;)!%ggUU&q>{Rvy)}u!^-e$|7O#A
zzWM01`>5Hk{VMtE^)#^=`6?)c$kweYu1}s^qCtinjA9mIVhTQD!50{&qb<5~o)yW*
zgZKo6VGQaRaawleg;Zy0T&g7P20+FIf+CkV-S0EJlcb4CMhytVKzuNEaHFL0g}BFR
zX)o34UpfiRNEQOMtH9y8^wQwxlvMy?I)L*N`SSGo;KI2Px<U2eeZHCWBD`+AFbW}j
zWbO!2GeI!0#;5BVBjnlla-&fgm?Iy8NloUe7W64hGN~T2&-W9EB%I8=bjV8E1D}PE
z(l%Y6{T>@}k)gNc3GuxZ5v+@M&VFDk646uk@x{>MTlt=9)yWR2Ip{S9VlZG$Dk*xE
zM$Vn=Z6(amF?(f}%~lR1mk;{s8qMXV*I!lgu<=c_+^6Y*gDxXJ!7~Z{@p7<8KnQ;y
z2!ZW^XX^l74+@4KAe7wu*%3WA46Ies)~HLE3AM&EI@Z?(tv?PG@NKE<s>*^+dKMfe
z&g*LtBk{-82aDAo!=a~<LI?cRebYThRIjZ2j-0}MNwbA>VpdZ?g7fzxKx5<B{G#`$
zw+`LcqVT;#X}Vfq?!8#gyKhf_{Q7-o;(pEF#=0ZNJM9ZO9ahiUtOWLZv+Z~OlXy@{
zXZs7)b^YQ5<LD2r40ie-HGKAxNctV9nxmFbC(jFNQrfb2HXg`+V;4Tc139q+l5G3%
zI4Sefshlv*D4Znyb4h^<t~Lgz{|w%}@Gk2rRcn!01Pzr;F9-NL-=QoupD=YNDmk#<
z5Qwf2`uv>}lOUv@DWv~JsLCTN+e(&Q7IA`+O99|MnN>;C7sf38jw~@KmU9r%j&m9L
zm?|2n90bgi^10|&4RW{1k6+yU*j;bIe1fj2HwRKzL#vbt@GB(823uZNae%pqLz)X&
z<5;uO7Gn6-R9~4yMHrg{Uh%4%hCDT#P2NpFw3UX@A}_#5<>lY7v8)Fy76va30mz3Y
zHoJlD1A2*-L0{z&JqD#q4`Yo2BHh?n?%rj&de!u5EGCzlrnJWOb(u4jiMgDGxtytq
zoY@_z+jpd_OTAHbH7&O3jRv>9o`8GcRY0`FXXz7;XQGe(m`P$Sl_@Vb?s7<Es1c}h
z(FT3+i;iaiHeJFOi*yCls6?pl3*cM*982kU?HiPxr+S~oTFQL!;A;9BFG|uCbwwsd
zrr)3yeCf8-c+)bU{Y5<d_<-$8-i5*lK3^(6>L7hryQCua!iE(w)y&p9s^+MOn%(>7
z$b^Z3iDL5Z9vtp^8Nbh~bG=M<%?cH7^)uh3jvaikw*RH-7c2;~$;MBCy2IW|4qTQg
zP+$7kM))vrc3~6vqp7@QgpA<*B;lC05TeJHzjC8tt6yHXKf@hGQZVJ2YG2{&4gz+X
z;&hACQJm~_S|Y-IbMO9)ht9s=2C`_DoVdG+tyKA~d+X!|No%z-fYpCVp0u|NRdj#*
zdy1huc(3@U1974Fw>OxALnKgcld0sxPwUJg+$y`0j+vj+L?m9Lf8_et!1B0Y{c6=`
zgLlj!BYmt@662YyIrn)RFgjU(d7Te<>(>KpLsmGJzj)Ety{a5T_v}7%L{Gx4c0$TN
z&N&RDF%yQJI|9+jHM|~6^o<7>rFD;km@1_jUa=4lJ?AMbq<#hh^#_rJm<uvMDjaGg
zK7JXA%R(Ft3@p!hsI&;5f4Gqc-J_{^>I@9mOaCSw2ljp-R%}F1Lfuptp^ZY&@Ig7^
zM0?S?|A_-RLrIM$664RT_X}%CD<}E;Nrti(bNTM=^S}}UW0K)Z$nN?qa4oLikRYbd
zSToABy`)uFH$L~xjzo^jd3yBbd}Z=eood*|(YL)~iARSEDHF^M{%7;=J6isn6UX0o
zEdJC0@>jYe!nZ4J6e3%JFqZYYuGWzCoehUV)u5w+2BT|3Mo)pq=2!m&6H+nQoAh~D
zr~8z&y5LZBax(vz^1VH9x5Mk$*P;7(bvzu6JwKCJB%dw>Q^>3F4wTM=?c!kU+3KIV
z?!}XJG@7)({ToX;JHt{Ae@_H=o$Q?z1b4OV{r;=3(4`o>Id*LWeUrSIzL$BnSR8UT
zejXnDsGemcUd+#j3&?E!U0d4gL#<K}KCiQI`K#R58sArzW)3%vZ91!JT@78nwc``h
zkG2f$f(mYWDKwcS5#xjYUiIQDD{FSQvy%dhZt^*Pp0!u{By<m;Kt1|7lIs{axBO3x
z9o+m?jh%J{nO_Bp#H?wEIT2BoroA?1_KKF)lMWeQEwUD_k8Ccx1;xy0s9C#3dg}N-
z_~(DPr<?|7{E+S#2O?<b<w{H}3OwznJplG4X}jFCP^uG-$3MlvXn0ZG<tLcd8$C8l
z6d)TO0H`L)hp524^^gnvIcg~`)__y&ZUKI1>@e`-p3}xj#~QSiowkiFt`+zv_<@N1
zrs>5^8}4PBrq7kA5o)mLMLSMr22aq;<iZ^eA{2-)-0%I80FdQfcv?p?h?x_xr%6Y}
zbsO_J-dxr-3T&BR+!v)G^9isYF^?f<zrui?I*3kV12-aJIp28+Nt^h<>DZ?6;#P*h
zN0;cOYWkQT0q2(ARBz>RpBXS&nn}KWpLavmU<^GcK<-^kM=lA$0!5haWyb*=a3Oa2
z_N71eOk}v)&I;&SR~;}|mQ0!%(SA+R(^SqnyJ-$poPjoQY1mr#{a6stBbG`?Iijo}
z=-9f^WX?}dc*m0#EYs@q3Ys221J94?)B5CBjg!{INLgah(+y>ZZ?rDiB&p@`r?9!<
znps~`GdJjgP@4Nf3Uru+^k_(V-@t8z0v+811mpb3Ub%$XD*%^{(<aRq5=(bl<*Z8P
zX7U=UrJZTNynuc#V`fU{o_gNecwMzdKpw))hl_p%KX^??D*y}jhV)+a=WZ(+iwNfT
z$tn7+KI&}x)-nfB+!Hk9N2Q<nWN)a)aPiDFsT=q($6KwWFvE}-RGJ8hn+{UO-i84X
zd8t@U;PGXS6Hf5|H^}h!RVsb1RQT8;@zD=8kK_;hiuj*^>4_*x+C|>&1uXgZV_~I}
z5wNqL$Dhk=LNq{6LGX4GdBzgVI&e0A7ul4x>sPHfX&?0JZH^}DG~bA!2?XAoay)x&
z_Pf#|IHD2of4arBqa79k9@<Hu5F4PVx%#cXp&1VOH&k}tA@&FqieHjcUrGVvk)Pnl
zg$|1}eI$*I7-GCcZ;DgX#z*Y|v@JE+X|&4ArMk}7%1{wqLP%<m`)W+2A;4d>NKy!L
zD@Yi`d3F3biZzPLuQXVX3LGVdiiJTeF}6BDva5x{Ej5(*o9))7W}fQRee3e;+q!mk
zUzwtxS$qu!ll*<kH@0*q?m)_@UjiHlXWC<`SJbKffJvi=H`Y^w4ELI!sPm1v;pVo6
z47+v$WZX}hJ!*V=I&kLz@S!zjGoNrEqN1kFX}SC)kh_?hSEhT9q}3&%c%&vw^8+*`
z`q-0xvG!y5TjjIA8ObUMSj=5dQ6Pe*2QFN9VDb}D4yF(udfenk;zEUP{j|s;wWB=h
zP#$okep;taT4RgQ-@nc!DCwU<qY-bFx5pEATCSs*fa^eld(xMxGX?F(Fn-ry?CekJ
ze4_m`UGV3WHli2pZzOx)NdA6QsNzf?^}h&x!c&C@*S6@HX4iOLjVK%EJgk>JG1gnr
z)ay&nh<!15UnkKy6;_tIFAx>2IFNK&FS+%eG@{Vh-{KaVawYz7n6|m*uo|}F|LFUd
zA68PIj(QE094ekad!7>iJmqqKoR8aYN0-5pyf0&nhAB;dgUsH^u}zyjyZ*7ed2Rg}
zJNg({goJ*p)4rnh56b-pVh8$+7F8VK2QN1yF#66wwCRlm_jnIRr=7<_lxTOvkKD>{
zc7<;@PS79GX~*EF;YqQ++hp2vi9Pri-*@C?<e%=nVG!N-Le<A!dLd27ykksDPwar@
zqdl9i-S5w_kFg=LVNN2C_7t}-2tSTrMaK5@r`61yU%aH527`E91(JtmtJi>2_8D5V
z-s;_C^KPj2v2%Q_Md7?dkf;6Dw9u|`ox8(}z8VvkEU$0u+tvpR?xBJ?m+<#K<Otq3
z*JcikLD*zq{ark7NX=YgFyjJD4RN#k?M-*{&Gl#8NAGNoUK2y*!lI0Ucq(R7gs2>2
zb6iDIMMZT^#bvE8b~-G)7V&B}25Ro%myJPwI8BBn?j9y}p{#T&T4qZS+F0?_+Ws^j
z;5BpwfFLjsjatIUAYu5QpcO&|c5>o$_TUu!gtojqypVfkE?;my@2Zqz-~zxXu!gHk
zt}(7rCqMcE1RA_lvJ!ywQ9=IgASStho)G~SKs;#%(tCGM7ZETg=BE$D(}ZJ<C0X{R
zfskze=SWTn$?-W*1W*tNy<8a4J91a*z>d4sHx*DDDq9W~iArK$9R}6W5o#C@tKcgD
z80G~OJ39nwLxOZ@kG0~N2IA@x9d2ZCwu#>eyTbO57T5h=m@S)=*~ycKF8_@$TT23p
zzZH_0Nhmz22TF9p^4#ij7rN{xg8nWliv`sA+d|7=z>ls6iI$DP6u}`!{!J-?iMaKr
zO?S9`#d-WhRHua$g>I=%^Y1S^n1$||;k!(W&dogpKXvLZ^lL;qj~wwK-Rxb50ZZ1;
zT;3<n5|Sj$oa&*@=~3-r+*ner@kA=>*c^w9036WMp*N<(B&&b?7Wv^lYWHT;cJpOz
z(?tvG2KqN6gNYN`D^a#JttbnwjLYvQQ|y<tCxTyYw0#a}cwoDU8Y}xEZDkJFbPT#c
z;fU5-u_S69puE9d|J<Gay->h=nCTBmm;Vw<<+V{w(ZFaR2pq4GhIjq`k)r}IIfuk{
zq-aSs-G%9RMTQ^7F6WXgk3f8V;|v!0m$fW81+4NN={`VR&m37jJvp775#BXO*K(v|
z>=M*LgNL|`BC5fcpoR)QK^8!2^gquP(8XY?6*bmv44C^EPtdRvXlN+C39!*xmI8id
zK2k}!x>?^EwIf`23+P_Z;A5T5w{D(iRpN0aFJW@gxp{9zMF&ry;rb#PYZMSEMz|4I
z!gWc20#z5H(U<^>qMC$-z#4Y_nug<+T7#BW-z;xWY2Kb<EiZSkD0c_2xs1lw{25Q8
zrPJVX`~RJeW(PhKHpvlj7qcoQS9NY(AI-M6rv1P%T7>=mPOGl7X=$Bf4HOvyBqo_m
z@Et(cNCfVWZKxAK#|jKro_?H>X*4Y6<yz95QJ`*ffTihEbLQn#8Uq3Juv65Pyma6x
zHlm9Pfqhz5!$Cfv$1-zr1*02tk3M{{1=>+CMM1gPT<i3>4%`PNnjIQ76k?@$NT#`R
zroA#qzT_}PM<~I5yuXhR{vmCwZ7xg7c2AAJOl5n7Cs~RwIf_9kGM4tX>=0~#^&Te6
zNy@_IzxSt8C(!%s>eEG194`Mox3$#em|3grRPrep<RHgmL&5~ypUQbFTu(t!t@X>8
z92BL;ZYGoH8ukK`HI2?*j-94pLlsAA7RiA}$K-A{Bd<?Q0w>sbEC#M<@YtSrf89G=
zcKEOIu-S3iWx@#Xgv8XWy_L==E8U`KYbdIwPA1(*9qX5nT<84sP@K0zdygo0osU8o
zkxLn_k~2KdsSJ)qp4!4D>V8@0yL$8P2TnXn_0MyEU{sud#X%Pb!XJH^cP3F&q0^eE
zdzBL^GJ4RMUk6$9#3t2c$_r9Vf+(9@nnlbjtel1h-fB~49XWu2O+jyMw;664C9X2Q
zZ5dpKMneSqC3MMvYXz7s<B;s*&uE!R)Lc|*PZP@Y)q$h~JT(O+_BXob(D}xu1^dSl
z3Hw*=Yc!8$UdmF-x#g=4_bLzk0O(B|Ru_<KB_EDG-4prm@Xdd4&ks*ItNvS<q9JK4
z4Er%T<j<Y`-8|m4S3cUFF^cRCCI1Yz_;c>R`qS<r;9-dO!=C>sDDLh$=}*~Sv~Sx7
zfGyh_!Q><(w9@gEPBD*4m?vrSwMGwm2OZ!_N_v`VhYr{}lb9gy&#a@n-$(934U9pW
zdj~DYktctS9l9y&=oakhYJ4#TAU1Y`BgqqRH09yhutV3`-iF`q_w&>E1%+<P(NK#*
z-Ou);^>;~b-Nc>4Z<)iYc_89)Out|EN$;QMeouWO0|e6G+YcGv%*#)9v~{?Yzwvn0
zaId7I=Kn}K%djT@zYUKbxe)>qZXimRg!D$2bazRoAkv*u64D_hCEeW!NSAa<DBT^;
z{rf+!wl^Hdjveg&#^<`uvoLT~MRnXTV^;I)lup{Lnhu}x5X^?<xpf(p{SS%|Yxyl1
zwHqh1`P*AnB#>H0TMHvRX0|GsTT%tIFbwy(KTNc=UY`DEzA%GuNP^Lad)c7I08p<d
z>F2L#a$jw&kioF(K$Ku%&{^#A$k6VF#V2Pj0o*CUQ?*5x1ic!fG%iz0wY<G}TIdaw
zSf7+onQFTS_Z<B!j7n*TWf+0H#vm6Vahmf+T*bo`Klsy+VZDSNDjoxJA(~SFIo*KT
z*E1cE1m+G*aK%|9SPR30NO#}UtgiAPKu~b<Jy2+XYh@F-=VaY0vpa-anp8^HvkUeu
zi~Rij!Ukvom5*^wp!~<hV>hFA@;&DH_O2bAn~w4XIu5D`$@$WR(*JI3^%q~1$@3l4
zWa2fHdvP-hZwSJrC|*!itF{>XjRX@C844n;u8&7($Ilw1ti)$3Cll$skUxd+`<Al6
z`tb<3dLrWnP2PVXpI?d6hgq~&2um0PDRWv5)C}~1QNS5Ox~ogLjd?7t6E1HJ#l452
zhx>tW!AN+DP)r*rof27qme0?Pau3~Jd9gnK{9u`QXEqt=qiZnI*aGgNK-h0f>FDjB
z4#Qu7r7J4AS|b*d0&PGv7N;mk#!69T;dk!2ec$s%`8RG~Ee;q)q?p7P2$)7zG}A&7
zo9gJy<T<a!@*Oq`LEx%@^xA-Abo@ADf=zQ{0n`jy|2WVqLW)r(icxvpZ|RL}Z$H>8
zb}N7CP8)92_*WHVJ@LS((k4rY6h*R0x#atalMC4$YEb`GIXu$c7}{{5!a)f*t_*@g
z?~e&t)9n*S3M^`h`0Y6SvPA<3UZ~LmJ699{WdU46zXZd=oMB;dQOId@J~UJnb_sar
zB<#6paC1YbM{S5lJx~soQ`8D}Qwmmc%y;zrx@!Ef(*`v_2CS1zA`(wg6%f@av!of@
z8kAlyAKO&OcX#my3CCF}-EP+y@+(w4b`YQNihlKE!vy@3%Jmk#I4aEq+;3Sw&HRz)
z4H;Bc588ME*LGlN_zNUl8T!-dscAwKFt(wg2B5Q`gWu6$vKe2m-&-Bs#ATiJEbnkU
zIr$pwgt*q6K$4}sD(v>@*TVLI(*W8rATclI(drK^2TVPe>*@a7`wQn6hpaNd1a@s5
zSPuQ6K$T%YL7Q;ybD8aW!i1JF`o?bP3iHb~)CpG)pPemNYFY!GS?p$<VKhc0uxR{6
zy<T6iI;x9X`SG%i4z;R$Z*pOjJrp=hjCLcXpi{M&ClGkBcq!2dL_zHyR&WZTZz)mw
zs0lkN5(w>PXNsxKJI0L%A~d~?<Tp-@c^gjjMW;?=#V6&zKBP=(@K0!9P#hJ3g2EwH
z|3PV6b>hxEWw*0(WgkUTyhS@9#dp`m;eHI5k2LsQkQDE^9{IVE=+(aHRUPt<gmfUN
zCBHC&g+uG=_<;iS>`spBD$%?RrSCW*!>y9A*K5Y(=p~fa&(EN%tGQeJA|#Bmkr;pJ
zWwbsL9`p8t68D)R@0o}LK%oNsj*Q2CR_o$OOcp1wX7Mi(?YIv`LKjXtr*YN!X4#X$
zW_?xC7!&>1anjcle_H>dE&YYy<gSiJ&t*QV;%D_%FtyTp=VZ|6_W?w|IK&fkKw>&}
zY(D2PH$MN7nLh1Rkd5NoxAhzoZ-38DPpGPD85ESB|BBdR7v1QK9Anj|qsIa^b~hk%
z;bO~I*f|0;gzhNeFYA5a>sZzUeVzAczw9!rE?qm$g7}_5ZFzn`_@Q06I?<it<&cuO
z`z@o-z@Jt56~wjTaOzYKisQ}js^C!b7hx*I#qW!gu{C0QP_tb@n3%|4(8^mQ)Hm$g
z*cVEVeYJ$q{q8rAClKSaY8ODT`U?Rfq)Cbt?Iwr%R>=|2VFHJNzI(Kqomc&bTA6}I
zW_2ts4!Y~p*?+YQO^wP%OQ-9ZCu-IyC(jg$b+$<vlL|g?|B<l`QWg~UD~M?j?prpD
zG_UBY)ym`gI%5AU8v0bJKV(xZa15#4D*1g{QV&eda*BS@LBZxcQOF{}AH_8@Jo?;S
zxkfz-dOexB|3sCcp1M>%!ASQYLiE!>C~?$reBc0{Jsc)<!QFZ;Y6=b}?88!l4&b8F
zg(AUf9Kei>1)sJkR7Eq^$e2X>+bA$K7cT+eUg3T+E}-jxB!c6hJf34<wO|1Taj}fO
zbQq!v7Rm|8Pty{ytOIYlFoQ+G&T^fQX>`FK=z<h-?V!hi&ud}oUg_Le>3Gt5z~epH
z9s;CL-e!2O4>FyYCVREeo`r!bnvsg)(D$x{gJdYw%xEpNL0*84ZO(W}F6Tyk-%3{~
z5cVda{yn|ph-|=dqyff1ug2$IH?f>?51O)vg620znk0`ui2mD|E9-e@w{Jo_A<<h2
z0C>a$`3O<dhZn%1!DPMM*C-W}y8IKWA}i|7MOER!u-!)3Z=!k#u<74w#}yVv^<|J<
z)%seW{H;1&z8kW5M$~x&MBxeZir2xuG60Vt)<bkbB-q0>6n<?odDAuYU+4L4i<}lE
zk*`xuawF*8SfjU|2)vHPwum#>R|4I%(O8p1+iICS)wgca=4azx8xu_(2nROWHqFF5
zBNM7tkHBiBlS{n~vy1xk*9rT%7#$uQszQ28Xwkg>Qy^#KK8Wq#6X-t$T<3)P1_&dd
z6|U~Xfx0d~0aRCz@IYm%Py%<+VDi0?w7+4g&x2E+ho)1CPGd0U9EgWkp~ON0LOoG1
zn|(0_+8IQFPs>W=3jmzEB-H@WtEH<ss&A#1iZK)O9AjCf3P~!0<r}wOtdZg|1Q>!I
zLvRv~gI-;FBmdjvmrwwG^<y-Hpf%XX{f`$MPsaQ2Bf8nOljxq-BtnjHnF}xyO&qM{
zH;qzKfjcvR{6!iX3J(TCsVM)G^0BJn(>!GZ?S2*vVhjv5NoY4s)H9N3O$Lfz%oGF6
zfd@f{Z!pjity0~PU+nB^+N~dNaOIPLOW)+Go1RGA??!Ml_R1%;ZCIB0Tu-ZHJe>1U
z6#c)(*N83|>JunFaDyrqGA1JM1or@nYz(B(DTWYf4{RWKgcwezSFnl??EFU=jEinc
zR|%B}h=v<SwEic7=!WDjKCeEB$|nJ@{(-*b>lG$oGLO`Uzv$l6o)$(*I<id15la~l
z%d!Y9V{DU8q}$hmU!+Lp1xT!4eJJotcnYG!bBUC-!VgfOd2M@itw_9_tJqAKD|Y+!
z_P&<s_Uqj|@VL>@4h(z2?lmA<r9<XLP9OY)02)}C4?deT7h$ilEbh|JR>={WRWUTT
zcS8NJ;pdPcVDG;7J@OrPWnxzp?2c>{2m}F;6}O84v<)>#_VEUpbku;E43+GO3#a*d
z6V`9bRt}3|>SZn7)SQ*TYb@;IK`d?wB^x1qGaE+PR*q}vf!{S2L!biBp?`8CS7@9%
z=Yol@R_vy6$UPc1B7Eru-TQ4b!cl-C7<(U-f{Q+3O`-xVf-zjWD$PB9JMn{>LVC6R
z-IJ}Qa8P?7lN;L*(;G75LQv{LFm%k{%i(?UyZr>o2Z5871>zG(<DTF=emf)p^eFoG
zi6hf5HZcJd25lS?8^4Kko@8f_)j7TQ-qJD}*L0tGr}x=f>O%w9g_%l^ko`-aeX|E@
z;-CyQ@%dC{gQlvCh-uIo?6;=n{x0KUN7LSv8?OQ4@$$-&;KBK3`p78r;VfN#plY2U
z8+Uc3<!-qR@DhBuyEE!|INYh|X!m*eIl|6vB<!|6#I?ib3k0f)x%w5oJvRpmiKRu-
zQ~3Ngu4j~#e0<jTzs#~doGg!c0r&G)Q&(4yK6fi)tE+cgmu*Hsk_qAF`|#&b$#3Q1
z-<KA|<73bAs>9Rq(NX);$=;D~<IPCJtm8_v^Pk&fE%wZgkB`G4N=ljh9{bbl;`En(
zPMd9Rmq*KJ$30o=7lL7$j+FbW(^LFQzgr7(K4mwz{)k%D{JPpZQZlCWV@RoZNZw(y
zppMl1Q{vX823dJIyY8&Iz>;bV6zmiXYzCaf8LjfGq5wkNq;6Xs^%*1+AE5sPTVnw=
zKa?AIAgrF|I>*$^VBU$Rnorw6bKEFnmU-ZC!~7FTLBmdA-PZT|?eDeQf$@4Z329t^
z(kIPmK)J7JTHo;Iv%IOKTT+7VjzCT~Zd=fvK#!1Ezqmi^Uw1xdz^>a5Uj-O$(X@Z>
zT9JIr(ud7@vunn*ywpY_(WR>Mco^x^-&>}WB-t}bm^HrPTB5E7o}cmT-Uhg+O8^h@
z!ffZ7Kgjt(r|EHDs8_6U`?h8Cx@t;@`p<kl;X50S<=*~xkZWK&kJAZhho;E$gce0Y
zsay#yY_S7B!AE+>CI=SvSBKPRXD2y&f76DVr&F&PQjjftO&r(z+E$*1&^1Ec>`D4v
zQdPfO_1gw1C$%dV%GCJKnM;z-Yu>9#ADS$6cP7?$iaIynu895=yKbI5ST%HN0VRcE
z_yS0g4VstWLRyYMuxTP@jeMZ?E2IR7Y<;KmstPFirTDG6>__rl#_lT<ciMnIS!27}
z>iwH|-uEx&<RJ12CWC{1ZQ`o?S6KiBArZ6LYd0LZsGkBp?%@?(h}pm!zuY*t5C4=x
z(z>LX(N4X>I=G~h)>gw}Nme98R!huii3KR41b+pD1Juxc_$25Xa4x%%IW7bTKtYoJ
zI8}|uL^9Y;(V*}4YXuGr@2FX2o)0QLAC))!mR`#%_<@1h*A+7te#?P6@q&0dkTAR%
zT2TVOa`sC$HL}cV5T^;#`P=7zJTK&Cd(T3|I@`xY)&ukwK`3>d2r$s5T!Vo~P{_cJ
zcW+=`fOwb<9U5-qN6+`sHNcK20LcFXUrHBPq6iuQ-uYOz`BB>aO6vMt@)lp>CMb_Z
zt}7htk;cyb4eCo2J!Jmjra4gijn9}JI$J4XaR)A!DOMI;@7;DI;RHbv@C7DLRF$_A
z%TBco|E}p!CqCI!KAbacqMkhe6u<{`fN$GtdeC;Hv@#d{gOTC*L1eseVEfJhe)Gn2
zEc!eHK)#5<3(g?a&;U_jbKm*2{$?DU;@8-2{%iwQU*5!9k9h_>#!5xk$>^Rc*Y}pw
z+vm9k5#d0!6&DO-fci}KsoJpPo-c-V1kMmXRbq<3UP2$V-d-A@OktB)2M~r|WNIPN
z??DcbJ;92yqsDpyT#6opS!vJmFP8>rH2>KP^bJ>8<+?yPz*{h3IIh@s030T9j}~m|
zEi!k1gFH(Ocpct(U0bnEoPRq7NKbzIM4hpV?3SngLa3uY!9$V$xDq$(pGspQJ}dfD
zL3f<;Db<B1f<87D+T^z2P)K{0e7T(NL<KZw+21!GFhzi^y+&$F1-Gr^ho3L@)$v~0
zuE8#yLXOec0kx5&btj@#BmUNc@VyD$At0Qt3=5p2zNuP_+xSG%d&EFO3zhUo<{z;R
zx@RKczp6V;H&{0@;vN*uN4*mHkF>UYl@l5|c%O_7y4-!%CB)Y!Uei2{ci$C-AmQ0v
zh<RGR30l4d7IMcm>e4}B^+X=SR1uXp&sy3WZI8*5H@yfdVhNb^z4)|=;k2m3c^HPu
z(YDn7NDP(y7wu%K6-u%Nazb^|{q&uKxWBtpyPfA%HLiIo)T|>1!%<~X7YgT$w<NBt
zt{58MUomfzu^TjlaY`eNQaY>x_Pw7!A7}#ACIaA-Z*g#RSFv2NaGapVyD;Jk<(=Ta
zsbE1m2~q2Xk3{aVo>HGm-Uq9cDb=*_SvsEi%|5MnHP|URw_N4#DXy3fZz=?|?uV~^
z26naXL;Scs@K4?^qWz%NSh;h!-u>KDhr{hP$K`XpLb`g5_>d1jy!?3k5%)b$uh_$%
zv~I$%_+?7tzAGfoP?!v0*noE7kE(N|{0Jxvcbh24Ut?ebtLp~HKE(p&UYj`kRovl~
z<V;UPGgnrV23E^D2EMn9{5(Yhzis%`ZMlXn_9O7@aTKihEt39`ZhuxMmWc*8aDuC+
z&dmRMax${LW0fulEz2zV9vzSE6B01vjN@7yI`hU=rYoCWtHv<L;zzbcVbM=zRW!g>
z09T);)|knhp4OqDuv5S%1H$g$mta;m1M(h>deQzNWSCj@5N8Hk3gmQp_R@c6$(2X=
zoLksrZWcK-giJRBPowuy{>KdX>kq}?<N?1N&__&98Utu=?mTkxj{4W9?88L+YZJba
z@4bL{Y5|{r?3p-|vv21%L~-DrX8HNc|BUL-MfoNHu!C_(6x^8g^)n()fc1qfmaUAp
z4>k#)qLHx$|EEsxVu}-$H=X3XH^x5}Z_cw1O|Va@F(8Oc-7z&<+wOF6BXX~fXoKGe
z8XW%7-8ur$U#?vlp~goA%HNVW5R>;bOpWZXKf>9(HM)QC$PV0_@bP@&7WOrJZT(ou
z%I+%dyHGCHi)bAUJC4j~kURZPKyu|ncn=yR!<RUfya^t^U$<g5*@oBpTZ!_a4+~*-
z^ON<{;G*HS^`1?j=9{DQ$$%78yo*GgDzn_Ovs!?z#|?ml4s*+K!z#7}yp6zF2Gw^?
z13U`B2Kx>~FUCJZ8-=`NTxYnXrFrkF4|Q5_YM88<EW|Z8bg#!~YCvz~xoP6QuH5B|
znaR3Lbck}+T2!s)iH~&s9O+tx+ZL`sTxspi8{MD#L8n$M=^0TvFaYq>zG3^QoP{e)
z#vG<FW-(Q*UHi^*^Bx`y>x7_3iL!LkNDLrS0_|lo>Nw%toSLB%Nti06n1mLdCa;@m
zq&hj2;ghI=tetZx&TO5#U3&6~dEYm_10CpMJT-Q!JboK0cX_?#^xSpviSwC>)2W%u
zsj17^LeLD<Dxb{G4s=3FV|)P$g;@N|hN}HBCeDMK^&nrO`HA}=(1c+=)Q;eoi9&xj
zoRp%*e^$+^-1@aM^S}haRaNVQy4ojYjcP3oQ^4>hsrL%QHsqOF1}usFE!JS9DZ6G$
znKFk_j#Z2qJIhyfU_hj<l2;PA6BL@5_F92DUvdg$J;fbY%Gg}*d5b6h(u<f_nv07b
z7uQl=o}OtYPR=!3H8m*-Kr7msn3y>@*gHtQefvE%RW~(Fn}RZxlER+_iHW&=d%Nw~
zY#|^}u(0qtEltX1H<ZaH^cNFm#4i~fIk-5~hIy|-`FEn$Z=LdYIt8U|?_^zy<9`yp
zs+%SGYNV5MU40*syqVnAXg7EUL>wIkH!vzh*so5-Qu~}$*?-9heWANSmC@b6VEnuz
z8h@509uFej;J21_Co><5z<w?Ys317PwHf#wyIL)Gg6Otcp~NOw0oyX&Z)5<o#XnRU
z3=QF6B$Oz`6cCZB{6UGqqC1Auzq%Pn`-zB!qldzRbI9rL;rZ}Qy6>_1`R~8enPd=1
zWv(@K6t|6ALeD-QIgER&L&zp^Iotz&%)fc#1pC-Q_x?SU4*oHlh$prW{gD>c7kS@<
zM$l&@<abFZ94CDJ&g^$@N<rz@-j}%PcEdj*LZC17CBM~nXCURSdHoLsTSnmtklcD`
zK<5NG9jd6^;xv1AXQ;NhZ~Xz;$~sO%z+C)YSVlpp^zZ=QeTZ51Mqa>`<D&RzYBTOr
z!zueQl)g%q>s`nwu%$RwzlQ}gVoz=!@6~X$OUd0Y_F-9C-s&h&Px=hhAXzSr7FRnQ
zj(zHFfm<)tF{1cqyy2B-*Lt_Ho~?SW=T|pXJbOkH^NMdz7U|nICZ6J+;=_*~DDPow
zn;W=mIb++KvK>d#VZNb|+l)I>-`a(t>D-awy1eI+DpMBSJ4in?NeAH=<-&~<!f@%^
zp3{${q$l#h72(HQdGkKQ9}32wlL@l?r4J$=G2Wi82}SJaFrILs`jxA!eu;(3bn>BC
z7|~;E>-&*v#=hTKkHs~O7{Jm|eg7|g4VJAKV*t;N48IF@k7$m`UnKWttWS5xQFA66
z?|b_C)G>S!aJ_Ts<d+wGjCTGNXnFXT&whLg^MKOO;G$lmoIv8WC9-)Z^oV_MMav@$
zBY2>UoUB22IY!+xAy0;cz+(A9RtG$Rh9jow++I43>Oc5lzmHbv)dOr3h|4mP3kS3i
zysyQ2;mtmp>}ei1eA;(5lg!SmZY1?q-E0cqJCh~Qz?v|tUWKZK+_8lZCKcb|qnmB!
zo3E!+?dRgVxsX<B@SuU!aOv~dRi9oc(&)1O*Uus2<}5w(s=dSch#=*^<T6gj^#kwv
zlhfXv?QFSG<MEcIC7bW<{LR$2jJxYUV@es<``1-m{a-|(Ka&B7?1#tUgC9osrz6o`
z2w%6OWZ2<@=hcd%+tGt3);|RBax!&v<@<Q`4e@Y)w+!=Z@!8pN?C9{?OFwd4y4~K5
zrZh5a@_rnOv}E)4y*-<vNAQb$aQ1$hfUF4KAL?PPdOx&L>s`f^uQuBlt2tiDNbf1D
z`S>YFTBc@)d^7s?O(!!`H7-s$i9#=l6s_b}1Qt$iYVwLo{IZ@(WwT~wd$FCk?Mx_X
zFfxia5$zJRFs@!z)#R)uKa*4sn6v6#r|pkQS0@5y46!sJv7b<YI?Nn4*P=~B-ETYV
z?okNes)>fI?>Bg1dip%doVbG=?l^(YXN6R3h36+6_MuXq`esa>5EY&e>(8L>Rg*^0
zjUKd9n$DVW;FhNWwUe^d0JqiPl%Fj`#K9Z!Wdo_G6Yi+tZY){kCmZ{Ab*yH5k!Lm`
zacete)S^IOk)~>Ya&Gve)*as4FcwIm9s3Ry08bS8HP$x18btXQNFpWu8Txhp3BL6Q
zoP?_*f~4ll_n4<|UXT*h4Vh2FRL18kAYljO_1W&}|1g!K{Xc;lYV-#yBWeo?acc4~
zb<%HCqFYDKg`*geqUiG}lKhMBZ_FNP1gk3e+#2iM#m!P<X^K}@<~e?AwiFlJG}ga&
z<!?y-ww#op|Bb?ckc`&<JR147(%=6c7r<~H*AAW6j%>_rd2#_Xk=QlZ{eDwB{553o
zg?|{WpEL`A9Om#?!Fv(bbtbmqlG3+wx#b&E2b?>O#T&h(gDtgc-5fKF{7l!3osW0b
z{bAj|%}e#a0m$6*(AGHxj1#k^eEYy@>b`$1@?36-7Kbb-IH*=w$`n}zM+_+D`~D4b
zHJ_3#kBSH8)#Bu>+$7nov@q77{2a^Cbu~h^UX1AP;mn^|8TiapWAg&&NXx69_uJT^
ztbWctugZ<$6ul+&y|wUNcx|{K)hm`CwM`G%c~u_dAN39i&%KS;`a~aG+mBu^amyR(
zH5=-wiP4mFQxoA$eIqi5gC-d;N7}f!CZX#o^2RD8N|%z2pabguCZaW^kLr$yr59mL
z7LHTtf9zU%>QZv)R{o3zD#{j3hr0fH8+CoYYBEv+PU~}<=e^!kqEUrnyAd?|I)tDw
z_)Ebba8yQPRV%t3N?fyiY*h=nDu=US#lWIg>XVcP&3ltpgCVcNm?uN=i93Z?u==ks
zs~<wsDn5-rE@j*vs#bpf@ll|^OGoTF-neI9OdBu$(>VB6et2!CK>sFCJB%<q?r}^S
zYcvKG%<1HSMrZ2JC;=nF{_lrh@2`yoMvn^&C?pR9NrTsD*~*V@P4jmqL)(Xphd?(Z
z{tTdlN>^46i1D2hMy>0?Oxa$!y^)_!|A3a@+m(g3n>}GOqoWrsb+$tz2I-E6OXysZ
zVtnX)V$kj!^0#hLzI8s=n1cvB6HDx1r2aCW6Gl4;3*5h*T#8m3+(}bjdW718#R6dW
zNlo+bZmo_kqJ3t0&kZns-~g0RH;Jq77Y0V<d-td<NPVjAdo-Z*zC&|ts%rc={)u!L
zrdj7J0tQPAr3P$|-KHZBY;W@`2tPJAoTxkY^b23WTxT=UU1zfXmh!Kt_>|_|T1n5u
zU6y>llp8mR6JUb4sVjaAY!knTI|L*qJknma*wp{ZUVW@>IMjv_wR$zy>>At7V?|3I
z&3pjzSAKa^0Oxzs?L;-Mk+H?2*vtJG-DqJCwaB8d1BFS^E06El8}`d%;;u^*Y0>@q
z)|4_2PP3*7v+;p1%b0*k@B=-&bu!%CO=UN0<6IaV0I#bc5#x+qVH)!;q}^NowSV=)
z1re+cM5!roRG?B^M|_RKwWmt8@Jzcdc0Kg|#fUF;&tMKjR3$?Q^#qs3*S5I=e`GWk
zCVoxlZ4FAx5yz19zaW%=ZA-&8C6BP4!n*&uozfbO#VjQea>iFXbI_EsG8Mg^PTtvz
z+uf#GH{P)ncdOy9dCQsqZ!b-m+m%OsI&lm5cK^lqv3Ioo4e4`^%t|n*L`o@Y>Pq3<
zIx1rXG7$@@p*`#N2+qcTCU)*la_Q$E17lOA@f1CME?Xoh+9z8YLs$Ksh=+slBx*QH
zrOdq#xP&yJf5OHbw``=o-b3Io>u2watzRlRX19FlU#?6&68|Rf<h05rG{}p%9Nk!~
zosZcJis8t5f;_=ny`Bkwxp~X`{@)K-Va14Ga!I5S>s4dg66VCua0;bH4VO~37y-P&
z$=9!>DQP7(pc@2`_g;0S&vG=XHGjOX9N5I&d=2D%L00V-YpAjK@qAB}!OLx5mubcv
z)QsyG1m70(^H}lywh>g{eIt**e=YU<=Cx+31?eEE#Rv5SaI;EybU;U0Rzqfa3w7VT
zVuJM#sXXTNDUzt7)8?e1+Tz&2s&|?7`k8DM1mNK4z!Fv&l|*!!a27lsS9(`hOMLun
zxON(a9jgMFJ$c)V^VGzr+3$^e{~Gu9+~NNepQRlYNPn1_aSlN-GGKKBjA)lI^e>&1
z%Km{!crYO*jSSEMt|GzfMFb}hl1oi+1mmO4*B6|8+Q!C<q$@Cw7v^~munJ;;S&eJ%
zcm9e0@>*4Pu}+lR**7xWwdA_wG{hi95J4Os@MF71Virqa^2Aw(U~HnX&SzzrI%e*I
zs%2ejQLbsG=6NH{lY1;Sn-+kp^|f{N%`N?5lSI!NW^aQZXhJqYt-IoU(K#z4ChcYG
zz6XRT1}dV$6VT;n0_3oE0Zvl}erF$>a~aS5(BW$ZozHsC@eSJrc4K5AM(@^Pj~auo
zMqm<yWTx8?e@-A&q>_*EA8uEfl@>ODiGt{48qttWWB$Ue@eUa-^^#nUgytHhde{b6
zr1!X|gUJP`)uz+#U>Tl{c1!rf>bHJ6j(lE>r*7eViIeg7H+>lXtI*OI$crfK{m9d!
z&&LNiXAY1P8~jr%?2nG8ZuZCKvmSz4Ui_MkTtoT?a{6`=+P`J&=upx}Ehju!1Y#lN
zzS++zgH5N-LVmeaVQvM^{q97(ulk!hT8l^j<D<0G69@t&2@M2Xbf?BC;)-&CWjd|V
z)){r!DPg_3&n49epP<$zm6Puf(-Ln7!ilWFAhbRsqaiJ=DQW4R^jv}rG{E+e#`Hoh
ze>VqP70tt@*vs11U4@&Ugw>In6($@}(N3_258}V3e2(rPg)jOj73wR6*&cc;a_hO`
z*-T|%z-|yx$QBD(a1hWf7ocDx!RPIS=<c#8@X+IHNV`76;xYHqFb|E0r$#|AFpWRc
z)GqU%!}X9i*~Y*|lxmx_ivf`dE<8jEGgCTqaSHPfU4|bzMMZigHrgfD$}`->yKvT$
zP*M%G^b*Oc$=^Bu{_5;e&QVZszI%5tGD6KVOwGbdU6gd0M2aVmD=6=xhs$M)`%WY!
zUE4%uB#Kobn&ll{TonFDG~O`&`N;XjJJ+0a1<uJyUiDdS<(Y9Um02~_DK+&OHT4M%
z<q2`s8J(OG){2s*camnQOfo*HB@3z=iQk#zDj1ntOX!}eH>&$^D%u#Hew_`GvFqO6
z2hNfXw!JahHV;ooO!8KtWBg1e8ZW~RjYp+LZ3MrQhDM>M$pvK5qx%PMwuYQ#8E`nR
zh+*e!qYws!d<YLAB9c*K1TG^w1yRGpn+U^GrN;=L0N+*MyOfOXj3zo7?5ygwCpby1
zCGq>?`1shbqW--?>O^6RdA&76`9Ry>yBs+tm;FdbszcvTt;^ZHzW%Etx0{jTFyPI_
zDjEXnKvWa8w;m^W@*#rpKu0s<ft8ynKz_W&nP6k=@8^b-9-mwa9_tBzpx=p=5Jx=b
zU)4j>gGG1=w=sScU3v-tQ4W;wT_Rsk_}t%^x)pa%K0J8QED$vsWG<!Lg+U6s(X7-D
z+sy}1y6DM$eb$=bVHBTT1TKD@$lN|qa`jM|4n8luIvB$Hff#(l<@?Wvi_;5kO7xnN
zF2SD>{1qoai-e#f;-^U=?~9M5;V&75W;g$q9CyE@r9al{Y*_n>Z~F4v`&CQ*t9Bo<
zn6uorc1ORHq~UA+@K>FJkJ%3od)t4Gd^%kN-+l(V{&4gO=v^ZASoh{pOv+iMe{T@x
z2rR)5`iPx*d*|6{@~!^Q7mloJ^$GCCK5m2euhshwr|qv?cToC|1;nh)YZLQi20u4p
z&5Yj|b>scNzJ5yov;Jq^R(S(A?^WRfI2=+uwi4=^L-LySM!TD3D~Q>;=C@z={-u-F
zS}pGBpy8-9jqr2@+P8762cdOhWlnrnuDYUd%;Ld^wu*(<n^Q8%_}@G~I`_r1D^n(x
z0`U<~GQ=u9{;QY%Fd#h%cz)Kgtf2QnUs;6c!n26!=yKsQP}GE~1QFxL(y;c-N{SwK
zNxciJXsj1S^N>FoWIs!P<RK;`W)Eo!bK4VuX;{((%0LH_ko>yxPjP8c7$!iIJ_&!d
zS*@@I<6yxm8XR7{1nz~qX0qj29$C?r0u`%b{bKbQ<ZS{<>A>0HH_lLB8vJB*Au1*s
zTyK8zvq9O`^NjP!K4&@ktSJ?b8GWq)lY)N^wttW82sccdCP$biGfB4;BTuqldCuow
zzrmqhvV9}wC8x$)N7g1h>A4ZTE-$^>=<_(huBG&Ja}eUyz`okz^04y7Xt~9U7#fZ^
zTDpC>EHmn8xjB1l^x(etvq6i^K-leagT9d6`*aW^B}*ja;)Lv5R`dD%zr7vA)Ap~v
z769z~>5jD82c8o4bRRx|HGYJkeO&+Y&G+V^|C?XS*`JP%7N4s<;8^$JY>#=i!tcY)
z<b31~LilRF|C^8Z{rO1`{m&~U@8iR+hAW>&$1AUv`lCheW_v5A+7`2-x~h)ylA7Fn
zNoDQiZyK4Inps)eX+&BXB&;&wBy<vBBF&_H2@Q+hnJrY*xCx#3MWaCjH9hVnWz0~>
zOQZ<sX<Qvp>Czzo69cPq)cd!IGdpw4E$9YK2U099#Qt1k#Y5nkU7J7w+@DV7jkWP9
zs8d{A*Umuhqk*$JtEPeTM<2P5KC0>lV(38EP=&^v87)Hm;aYTM2~;8Gw+0i!@ma?8
z5pHaMA%uvfUtRsd;IBsY*MMSQk90$eX!9lbc;mKt$E)dmi=bt*Kz>yUBiPqCzdGf4
zIZ}jg$65c>XK8I}jmskdPVlZNAj{*i94VOZ#W~eVo~^DFYY-7;P~Bpm`@^-gMgx6H
zsCQxDTgj0<<|bNS|GU{SF+{ipm4ziiJ5+_B)=Jv*E1K|RKzqC>eiaIUpF)&WeF+f-
zjnHLSKil~=jD5-!32_`$c)`NFG_GA$*XH2nIMm)1^H$5Pqpo1*;&IeqnN?5MCd^h2
zQyyoHq3fhL3YQh<Y6R;MWezV!ynu{rC^Ge+Z{WgW`)-a*tR&>yOV}wp$oJTU#4~8W
zapjW`EVMIOHvFh(4KV8ILC1z-#!N_V=8|s()G_#Gv0Avpnp`E^KT3Y^{Ns&9gr-@D
z4*4EZJ_0uS_M9`Gnm>)QjT7<7#pGVoaPpJrFGW1WKI_<mT2@^Po(i-@j_Xqdwqf`1
zvUw%)awQ_8?OBr-v#bdf>Ohzs)WPzI2}>0<{>^0lGtsY7zf#~HQ4;X@`r}w$GZQw{
zmA-WfV}XDk9%G!qQhcZd%_MISJNjFXT2L-0(Qk|XQpGR(O4vuTc!yE=R*{$X5y$1Y
zXGJ)lSaFRL(fI&%I_ZtTaa$@f$VvFX-vj!2$GZROJ-8K6B0|9|*>Jfo&Yr~_Ds(oe
zNQ_3i;*9So&m#*BMwbKF*&64QJpl@OcNx!c8|zY@FclO$Rt{EF%6BvRI)<!WH7<SH
zz0R(arP)*KmYSsHeJ^GID`p;bX5hZ}AY@SRy0|66I9R~N(fV?4tLcuZ6HNOwQWDr;
z+j#W*<Y`9vTvY8}K+>r=M>lYA$^UW50EY_W_j^$)8RKmH2}n{4D*FZm(bSOe-=8vd
zR?lvnR#W5J$ErqS&NHbGgauJ|Q8FoCyZQp>NKZCn1FFL|zDX~_g}s)silb0Qu!S$@
z!qwK#fT46vgZaQ*wsO<8^<TeT^Xtnxs_n0LFXL<lr5yK{J`%^XU)nu*j@9e6G^{KL
ze{z{ks`%s(dh_;^UGIXE8CE!)me;!ujoZ`gZs5Xxufoy5&ByM5Cwvn0%k-?|M>=K&
z@F9OOkc)yQ;i`~1L8w?NS)-4A?ao5ziY=v=iVdb!?amu;Wpv!3e9y8G5eYgfjR0Hu
zK_iF6?!7YBWZI=m_RN8$R-I4GHC8@XHcI{&rmo0=<4u0Y%}1lDe&J}C>s#+>1HWoq
zb+_CfhwfU-Rig`enLNbQJWhrL4O#&|O>hoIcR!b>y<D!7_S%iP_zgR9g#Od^L!(J?
zDXn;s1egwywl{ateMi4fS4w`ZY9*m*b+d`yDjM!8I_wfS;JiZ#o*PkG98p?*DYJ+h
zXn6~=Tca0S=(`N$gTv|pwAg4sB$JJc;(5|iO4WU18OF(C(`P|<S-~41GtSr&p$h!H
zK}LNcoxLMApICke!Pd#-`CB=z6&7)lUM~%P7*OIbV&|LIc5h7e$`64EECgzY=N(sn
z_R3H7tF8NMWqY!2(UlV_hJ^pLb%D&jSDJqRqIfi==v^j*l8AnqQzPG@vdWUE=#sDR
z{@v1?8*c9EK;#NGWfH-dV)=eFwgb);^U2kKvr9x(19rAva~cKbIU}j=?rn+OF3u^=
zkfGk`?nbhq=V22W>9C)nqC-w;R7O;7Z7s?9;)i~sGYB+W76*<sZ5=F~F<zsR;wDKA
zX}t57BbkUM*?|>w;sp;rOA~p?Dx5a}Eb*m0g<(AjEdEy^`{6`B`_gH-hv#Nr)RYbe
zmG<Tkm0C~N;4YuHV5PgfZ2^kEe2B^QXL{Ps7Dr%?uPJw2FcX7X+)e&IOVW;vE#`r(
z&vl3Cqt&#nJd4fUY*%<%eM`ysRGZK5$t^qd$lC9&wv0MaXs$f#SHI2~qqn#8hM;nv
zJrSM3WAwtaG0<s-MRAAg{K2~Jy`ff=hmJxaWu9w_DECMZ#MazejZRvRS=uPFKnzE$
zv`Q)lQx~6Tl3?zj%SM@0A{J7M!k_QU@A>3yi-cp6`U94w=lbs#aUUTSd>3pcS1d07
zzFIagS1+p1vD%cr#^1rTFQhOCbM}#n%dyYl6z&gBv#`iAHla}9A;_b|)TO*$`0KIo
zw{gyjU;BsN)K}Ir5(O45a&5NR9Jbj4w%J<Ua?u1Vbg^i*3b|yhD#M&WBv?`-w7R*i
zBor;aIVi39rHsL{tay)(T91x=!uPVi0;`t4%CR3^k>zmVoMS370~|f+^s>CZ-!sk=
zGoNOrK85Y9UN8dvA7ION8rVq+^yoRH3CX)iZ)uV+P1J)DHACaLdl;HO)Yi#Hm06c&
z>In4+1z5*fDZ!zdgE5+nK&<&c6dubSUOj%!M_x=C?f<e7qW!tw1<@EqBRXlIxB<#I
z`R}oqS#+z>gy-Y3HmvaFTx(@rs%71(G0gcEEvh-5)=+^w<T${EV*H7?ZW7aeaosl)
z=1kGkn%?8HNP90xi`J4C<Ygv)`=>|qRk?lwRTVFf4Iiro_e%#e&F<}t{Hmo*dk@A%
zT-C07lefV}$8WB%0pf@Gz!Pw}UMGpwd7smMu532H{u<DNgMfH-C0GmVq&VE0Z$i^6
zw~bVx3l;S`EXf8P!L6alt@)1oD-84P=i6Ly*L$?Or3W4inC6a;aw6_=kJrEr&6)k*
z=|m6%Zm-?17lx;7=!jm&p=ipWxyaJL(WxqV)`Y<0Jd8*jfWJ{r!>GrJ|II!-oO<!g
z8voLc;M@w&$@bW#?7~FLC4*U*`qxrQA6q?Y68>uHsCe~uRcTI_YXO<*GrlR&8``SB
zH!Pkn;$2@XVt$QG?5Q4gF0kYi-2jx5n$V#5?%LkXAjx>@PRKU7FGpkzZ}j){UhU`7
zYSFnY_$a>N9B;u~82y;bAn}L}n!Yg*2-6;Bpb$f#jK7<;VDm!P=1{lfFs;NPjmd$6
zshom|Z8v{zd|cUeM%`sf-EDT#X?F5F+sb2Cx%HzfABf-I{}XaDEHwFr%&eN$thjW4
zX6_%U3C#BcA-RJER+S99EcSGktaSAFJXo$8UOdl2OR6)g<ICc6c>-Z1rJAML<=Q5n
z&8ti?z?E1ml3W<EMDe-Rsqqo1)g?{UX-yH$O(mG|6f(r`bIPsD%gu9&?Tf#QfB&oV
zk7E2Bzbrb+Uf~_ki^Icp34KKbXah#<Sl<03ea-D+#_VEN(nL6*s&64hS|GLkI@Cf6
zvjEfcwP*8B0fEp35;S~!VIEdt4Fv;peCk*D5xD}AqS3k8<z?CBj1}ee?-a}#Wem(y
zL*FD#s^W*dvN^3NX7iEUs!RTA=qqY+;&M91u3vBUIEhhRF*w-D^ztF1c6vxPo;`r>
zm4q$}BMlKPEpjs7Kg6Bzg(U4OjD7T2qA}TFJ-W$Ok4XOzDA_hG>1P^fct~tK9TiQi
zLU3$gN*4yewt>5fy<<oav%2Gu6)}#)MD>l0MW3D13HHFm&W2Y8yQ8&wlge78WyJv|
zX{FnF57jXdW*$fnBsZA-1oJg*Fg5*j70KtnbwqVnj4#bMiNn=i90z~Jr=z($aqEWE
zz@d<Yx|7bTizX?V&$_imw-4d?C)zkxt5^v5e!zH7CxlB7fz;3^2eEpWLmkZexZXU@
z-eB=bZw>%F*3Z$%&yc*xF+U(U>!ETdii;?_$z@Ng6UDoYjCNH#g<Or1P)DayLK=bP
zC?I!75G*T#2Jws~TcNv0`jh_s{HFsyAf<f>B0{!F=-$bOxUBF!d<GjvWGke-kzjjt
z{xx3zS0eoF0D><8VnjSD)EiEILUI{YusODg9s1bks}B*`R`U(&?sIyMuQB!*Db^p{
z2+A@}wtT*ybyHTn<90~Q<m>#wE2c`z6z{yf?wE|w4v#5)*kF>z_D!xBIujdq3;GwZ
zSZBm>G^A839ES{IC8W3|txiE?Xv}5k>Nhf+IwsiubNev>9Jb6k3}3)iLHj0ZS`#9#
zhyqg1w5K?Ld-ChNASn-giYI>BQ@J5SRKMkyyhl?}pvBri@rp$wLwzp+l-QlmUTtp6
zo5~K3B!`|jGy#P|bedR$xy@p-iVFpzdQ%Uo4O}60F9EF6N-bOuI!m^m_<qfgbA6On
zk{e_HUcQs0Mx0-H$hD_{xicq`_d(hnxHpK{2W}!?s6|!WBJ!SEJU!aKXprDbQFOZ&
z`jm(&TF6${Ot|l3JP}bmQLkg_CTugGbbw~fB&W1jEY$<|`_4#m7Ck+_J7zXvil6_Q
zFp}u|tE^P^yM0{TSB82lKPunn6ik}FJTU+LlSxr?!4NM9WI1J=WX&+dl3`BT^(N9H
zmA+9Wp{>+IC5sh<b1xm|ihw8T$k63-tz7RL_4U^6KST$=-_dBI7s9aPYD(+M7icv6
zK=@tnB36x_w$g18%gvrU+cS%A%K<LJ`sut9z|6SrrY~gk^}HS8`lc^%H=lTBS#Bic
zb~YK}SYgoYvbQ_7>UZ(2Wi`7qa<y^?h!&@KH(uQ-`91FRully!9T^?n-ybcy9r>O;
zTp9U1T+C3;vKv00?)SNT%Xm27EQC=%T+dyfoIvPB+;=(`?;h*ib`}MHUfMrjZg;o{
zZ7-iG!x!dx#`>zYxjQ4Gbb4d@I(Jjs*OUYy5>M6;Pf0l%jm;cIu-+e%Oed*P&_BEL
zz5b-8MgA0vsnNCsV-Kjvvs2r%yv%?Z<FG+rc1lhscY8y*r6_;#{)ba2Sz5y5Lua&d
zv@4xcHo`paQO0nrr0WPvp2<qbc@4Q><mAC7)L1))63Z36;Vot2Eq(1^&cmH6#!MSH
z)Pp834nUNBFalPD`~ZUg#;r$S_6TH+1jCaI>jsW-i)>*4m<eMjw7KJp!oUO(q8a+b
zjABuwFEwueJ(k)U?9Fn9Gk^Ipb|Cy)Jjc^yr9aX2J+xPg1k-){w)wp?)s)b4#uxR2
zhrFL1eq)!{y4P#4L{j{D|J=lp)WViZBCHly*a(+8w&S~DcA{u_oh)Au?PL~UREetL
zdH0gqiaB+fLvRR68EH)C;tw;O`!r}+de5;M(Hs8zzLqEPzN)^t?cw0447Swq;UEXF
zbD8DAqRM?Ni~QV_7Pkx1a&Sc5Of1B8^(F0!;KRws1p^y=7A{oId;}gV1Q_ix`Uv{=
zjs(zP95CnUFCQPO?;I)^pGq65TK8ByZ9BMLsTU%Mg}4_K;*Sk!u8lC9xD<h%O0X?>
zLYwQ$KORM$?|!~`E`vPoS@;<5JqOwpHyqv$Y~*z4=Jh=#Am?J0T~$lMKJM9jHXnSc
z35TLupyCE3igFuo8`i!X-Al~Y7s4P7ggOBNIWTrabyVgWg-S+q891INzTq^XA9@qp
zn3`UR!AQse2K>X(b2zvp-veiR34-<Bcavc6zn1gQ?lht5`=^Ittp}G2O6N|4b+FM}
zC|GP7+h`l9I=P7%OJ^9le04Kul-3BBm#mcM-wZ<MOTOlRb|(PBr(NR^^=5~n6`+b`
zy+hHAqtBa5(AfZ_i4vkt`vHJbGM6Zr0bEG2kD&q^umPLC#cbgYY2*bu*JV6QZNf`=
zT-`N-@l%vr%di7M=w1Vph!X>&yMf$aC*5l+sm-4(<drehLy@bxv5nO69-OFEEqpFY
z*uaqsBkoK}@-SWF=4hIvU8~=(qsq$9<sV@F`%p>omkt`<Y$kls??s__&YKlHaT8z>
zg{<|dZhn}`86EpggT7I-p2d~0E5fz(!2erk7?A-xY~w)PZQ)yZ!kFw#ro_ztVA6PW
zf4hQve8}Nz+q0HTsb#RxdV89bGh}AV{-vy?)m6CIzDKM63;ck*t=X*S!XUi^^*@@`
zrQMU~(I=~=rM8P724-(RIkdN%{i!>kEO(&9Fjy4vq$ZVuqg$N=&X3TFfX}^i3qSNi
z%Tdj%Ja{GxG_>BDz65yH=SI(_>hK@3_bBfw#L?^kU8TV?7@Jx+dx)|Crv?fV^ZqOv
z&i>og09`GzE|aWs6yl1C`oTe=Uk3m#_z{46f!5eKQlO>e&zT0bCFUXm%`5uxw_4i>
z?1I~8dfA;w1sXjrGC$=`wIS2I`{m<r>cb-HqoU`I6(ZAy_|ZL?b;QfA(q8^fRzef2
zADt_2HjQy}h=WGxG1I<Wz3tMI_M&{<Y|^*;P`34C!-CllSu?y$GCyJ(UFuR={HY+y
zBr$aW4whN&k{4G-N0`$?zSg#Jm@wZfuFs|sw{Z&Em}zc?mdaS!{rbF;L0R((;ZO?q
zwKeJHb=df%O>SEVe~t_nMv9X3kXW-{%Y4nJVGoZOcKhM7QZaH@nX`s8ThFmr;UjWu
z{p?j#d<-A9-gx1#4Rc_m0LFq+FW}HW7dL-goBq_z8>4?{6!_z0zToch%Ux$OXR;Tq
z4;x1M%DeN+6WQCtgYL#QkE+F*xUJLO;PIFNf2QowrOb_kvY;Z1a^Ux=yZf3cV&POi
zF{!nAbBoN#^W<hH%ZTA>$@`z=**dI+gd{lMobFXlq-1s7dn|Enl+H~2>C}u?Tk()Q
z#__=68dbGdjAtz1k*_|a&h5zY6p{d`@MqZt=aG-iH`g)$j<#S0B<g)O;J@G}o(3ka
zD_=`ksb7lQ#K_BL7jNaAd)aHOCBn>786{?gu_o!<tv*Vw3Lbp<6!ZSVRhG!ZG}s?0
zuZ89s>YrHDhU@qAjh52lpfQ<nOpNd_+7PSWa{-X2Dp6)!D&$Yz=r`xN!91F!m+Q|$
z4jGR8vH}_4_dfS%afCP7#Z*4g%5&h2fZ9&|;~ujLnP#bQUNhZ4><dh&zMy@ROcwh#
z<#9uLtlXC)g%z1fX!vot5a1n6$aR>8v+*g?2KgIjnw^;zpcw%8s$k?fP?+&F&Kc>X
zO<y4+5BJmlb!f0XS=aqtZQ{E@-*<)R<=ift$xr1|A4;dqlKw89;FX?5l};+KBn%Im
zvcA()jSjL7ef;P{U@$wPyO>&TV)@-vQsYg7I!ATvEE;;ZYB*AR@P{6&R-JCSSb|oL
z8G5&(Y-Vw8m->ux2~vFIMSh7xMZsZq`Fc^#zx?8@{O<>)3Zl9GAGHOpA~#CW9IXZS
ztZG2PKqUP|z%1G<7{^`IJ@ylnkFW<!%kh!pDVxj+XwTo~s0TSQ2PJZgJ5`5Q^TyP3
zMpyAfny2)0u@ddG5+4-H`ZM!Qs%9Y1)z@JDK%uM)<GrB9f9FV)+&sp}EJd(3SWHo~
zI3c%7`n!N$p}?a5WaVV0J(so&aGknnQFGv||NO>bSPX*Io@_?g-_)C~vD;IA>{f<-
zT7-LH1OCGe+;^9r+kZJfiXzzmjC~l1ODzM|ORRNfc;#%MJMAPj99r6_FpsV0obdBB
zzG15nfX6TPDXjJk1t0%EN8-aH#vlR=eq4v*bTA<B+VR&`#%X^dYSqye;ifMn@Qq(^
z+$eih<Ey&>2g&V{JcUGQV0QVbvHTqBE;o%s@Y@LjxS9Kpd+tDpua<3kp=)6cAYTTl
z;~qnxT^7EY1dzM&fHoVg^c0G(b`vk7ovYY@vA&bvJ7cA<eq{U3DQ>pmS}w7cX8vAn
z9eQOI@^x=p;{WJxuPg8WB&oFbU`ZFF7f5o=sd3Foa1BUsZ6_9nDU_W_IM<K%{Bo@y
zb*&#X53s{F4<Z9RpP^{1%K=Fij)^$0Ul^~NSfXr-=duFl$P->b8`U?dU{?ALghtc_
zS+}^QDew&VDc~DQVuTj)rM<o(D~T+)=`UzFd%e8uu;4qU^NhOdgtCckQRQ@E=FHbj
zby2yP61j0FO*QjkajOstJ@I8pwH^)mAqBlfh4c-n9MH}hL2Xb>3}q6tWWQwkMy{mE
zOY53i?#w#w43PV{YLA)~oZqHo@y8F&8TEbjul9+FrO%!b-e+e6L01wMO{i+GH5tQk
zARUZEWB98&iZ6$nCYPEDR%(e&O0i8^v2|KRez|#pEa&X+y77sIX|8+<@`<RZf3IKj
zT3GOITNqy(qiqI#FRly0UPc`N=sS3<ad<2&u`H~3#Ys}?B~{;Fb<+$h;EzP%zr(wT
zzPP}1b;W0B_DmCK-X)>t!I6~I)6<ccmsL{}RTCFg^9e~RX?;CTz?@W6p<Pm3`A*&>
z^%94!Y)hUexxL_If!T(gUDM+P<NMAxHSI>E@8i9>bG5wr`y?6pj@Pd)m}FE>pJ8K*
zvCGSa2Zw_h^ZT^X!ByJ2rd73@rq2hH-^cm@=Sg-M86oy*m$U5vP(TVBHZ~GYDoe{6
zJdMXFJMC|o4t+WXp$C#bNN>q;UZXS&4&&k>hLgXhO_$E0$w~|-d`(vwlZ(Gc1NwxY
z<!@6xg7dRHNY9_D++fBk8GDPJl1LN<r6{?hwkyNr6+wpoy`*c43Yd}+N=By@RY^@n
zGSa`UqOswgnNCQ^*lbyKvq;7ejebqPbKl{<JgeVRy;i-?Cdk#%1S6!OG0EYd5??t6
za}uJ&rjVXKV)YSj`iu&RP#Uim)zk<TJfyTXz3AR(gbjEY+dX>Xc6B^lHFS4uUA2h$
z9o4=PH%8R2i5y_*S$@h&h~`<i>7*)KgM}9K1?77|Q-xwVn?~*A<9)Wz{l2}q2^>!R
zX=uAo`P8ukOF>)851?ANm!B*LU25|`bwAZV^UXndhGEy##j>|)*))4#2?@V{eEB%_
zfTkqE0pZ<+r4Wlt+&qIOFqtLky%KU;dDzTCOrsgC2OQxCv=P@F)HUvHokM4$-liX#
z5^+QBF93{}V%9<p^$L+Y4Q*J@A@~q~8`~Mt@fEQvFr10J%rV*1a8g?Ed!M<qxY^~A
zZ1&slxNtx`=7RO=0{8pf*6Rvc!>6O`K82=W@3X-@C7nV9%c12;OmWLWXj(h&9?j)<
zpnmu%{N!o%Y3&zFg%Fp>#bYC`rT6gCUElM!YcDEfHeJmwkHn*>0xYMTcUCb@D|dut
z+#gYn7z)}gjq&J?B!h;H*21o_B48YG0Vj|%I=XFH=u>CpoKQWGTJ`HR^Dn`yR*Kqz
z&4ppLdH-s!xNF)pd7)l&RM9fjlc*cxC5(lUl{2-n9ap&PbB(2Mxl2a$)ahqZcpWg?
zDfRS~qr%M1K=r9}w9L3bYiTy#p=52jo#8mB^8YwG>!>FGzl{qFN4kL`_yrsw(v2WJ
zLP}CXx?4aA=@=s<C8Rr*PU&utM!KXyx&#J{?YV!?IXj2#9}e8x?$0}}>vi!EB=A_I
zPGBW>{2pUFdmz%pvb$lCM3e7{Y)RimJ)-QndhqVsDP+Sn%Tvqq7r!~t@0bs4aL2M2
zb~Yt{t;>%Oa%e{;iQRsax=!mI7g28)Q4aGeIP;I5R#&_w`CBozJhkL$Uc0;UIA3Q~
z_-Zt<!T%l?Wrl8meMDbvs(gd30Z+~^>k$6Vmo4c!A6Fay&0H#(C>ypq@8u8guHJ36
zHE;vF#_y0-Ai4-P$L;6qir(0rtMv6dSZpv^My+3!XSd&NB*QvxFAJAEP@yOOH+xIj
z{;l_$5EJa_O7iM*`{nlT+^3aBKIiRCrEDJ5dYx-!w%_KVVjwK~xro2h$$E7r*!?5z
zQjMAX>TPb_krAgGduiiWSz+yk;^l<KJd{FOn0ZwwYVaE>4A4i)@~*#hCfin=6o@5k
zvMYV-GMl*Tfs~w1a<FAtS~euys`8UPdPLH#`;Pdcs<;WTC(~q`*HjmqyDCwrgDUu=
zK7?I)cQY=2sIS#>{7^FAIRFWHR^%tSF5_ozNt)_Nra?xg^^DAr;+Y{Wg~nrAeagqi
z)D-U@lWDYZG>V8dvWXS(aa4)*c97H~Pam3;t@T7qJn)S$W-j7;RV6l`P5oC>c`Hc1
zy}_V@vJ3L80t7E`In)rUw;Q|KtB4jh=90xR-p&R5#FxCo2Np>)av>J9G<ibvqVP`6
zr8!nwM@ZKDSV;KCoinZ<)im)`%=s+f9s<$dvebYr)jXHN^2alW3JUYw$JXB)mS=f}
zp3m{dxYjEJ?%)?Z9BVKJGM@_;`BK|xx4;&ek{Bh`s@JcXY9%;7Ix3F!_m_y%9)*TB
zk4HQB`JD_djURd4b<VTri>f&;{qsf4{oSwsdYO0->1r_b_`^n$b29!DkQV?H+_`l*
zzZVL@jP)VMmg$nup>srx^WSly44ud|FzmqmQ>i)kFgc8!t2dgv6Hl=?#x1;oB5B*d
zJ`s6UN1xH}G&j3_%>F`rt{+tvbA6&h^q(^EQUXP_z-w>OF<9ZbS@5(3<4ISp1`U1r
zn22t=Ymvms%`JMDnkh)>(d;&^EKL#q*Ax=2-a^}R$jl2b@Gk+y944pH-48W!_X2u%
zCH&X#t)sLHHsOm#NzIYz(pxf$<cfBD5;UAjw0(t6Aw&PFOGese^zJ^?oRE|-_Luye
zV8UUoj!&;?6LNNyT2}w~PxAd6lm43H+A23isiSKD(KzF;aap9p;`==-2i=DD(uO5L
z8Kt<wi8!i>7*z`YDrod}J3$`=(Bb~MvNE>(1tnl1z@_)irBk2;<<s#z%4eN#67KyD
zw4`$s>nUu3=A<#&adglu`+NfA--yeD@QV`_f<rZ;Ke6QXynYKiBVpwW?}W6zZce`l
zA#8E7ey@0*rIAsX-Cil?ijV~|I1ll(g~9gcl5{-K^}d~NkIStJ7uk7Vu5Sy}jW~qN
ziKH2yIQU!m4W}EGe{ySRn_9wrTphZ;)oFt_?%e0r!5j`z13P1)7wbE!P=XDZ=lS|Z
zeY=vD5Ok}`;`ICq8EJ4Qv4D#|>EUdT?K{Ftc3MCEGAtU(730uaV?UK>lwKM2k$$1g
z&3C;1tolgjnn9H5>XFIPYZnXb-_hNxWs$1upFuuwQ6Be$&aCu1kJb6tE{+bK=GRwe
zla8DD29?rMhYOD$b+LpU_|zM{z?fb1R;WDYKvJd66XMf9pf{!ea(B}txQw7(_{CL8
zdTqQiDgFpuWg)IIhjO~s78KvoTxyvlaJI6ieA4?eLEqs^;NRA&I1niCHq>nz&U21)
zKnsJo`?s3i%Tv#0!w%6-Ih*(GbtmqX5_5I?nV0NjWf=#0_p0M14b3|3lQWpb+j<=l
zeG}t37k5Ygz(kz@1_FOuL@DIZ?6Rp#VE5si`OR2oS_Alf$4tlm=%2*O>oU*s(#!4W
z9e#Uip4BZ~gY9*u<J{)F`x!4Eb{F?#tLUU3Cu~x`t7v2iLI>wZM{~Fs+&mPCJn^2x
zd+^VAAWJS5vE{;+P2$`i<^9o4Qr&>|PEP8OP0_q2J)KW3Ypy6Lg*-u;rtFt@F4wND
z#h>b(?#GU@h3^wGJ{Ib|bNL|4tKPdu@!e)|cq|VMFnichRplsU`}NeMz@MBqHt8<o
zf;$<GgCYjW&OZe2zwg&-Y8NxJYp5nLcjzXaODq1yboWkXG;$V`tvJ({n@JdcQccU>
z=HthMI11Rm6!zQuJ~S@Dc{3faCVn-TAH(s)q*3y7Ztz4mzUxcI!KF4YbC#$+E<Vgd
zZsEyr%3JG12g$P@hpuWH@o^4V7y|l&j3S#gDkLBfby3t4wVLV&A3=DC+@<$Ci`o6{
z5e51AmEQ|;aq_`^`}pMMq(<1uB>UDPT2HM-?bz+pvSW|yV#94V>eS5tkB{Gxi~|R}
zSMbi{FARj({JA1L4OdPr3?EhIvyMA{L+)UNiYXuOe~wDNV57`=gkiLEf;nv*`;kF7
z*pIJ5P9Y$8n88P~hUK?EWk<;ApGs$dvdRBJs2Mp@N#5!{qSKO?_y&GU+somtKy_uh
z@Iv*4*^G=d8jl_-hMl-1DfFqfzt(6_Wo>x$tfB7wqx};*{NNI$$o~qZdUExrDwLO+
z6$bd^$2mqj87Bu>`g={AQvHjXJ_dx;H+=t+9#RsNnpaocnpzx{8=g>6T#!^;@KA<s
z<YnUMOA6pYfQ)@#`|VwAoMw%tI(?ju9A$7DZaAJ$@VAounzZ<c=J=9_@?YhQ;`5QV
z!fJ%Bxew)KdY(y21D%0pj|#CB*?-R$|I4Z+4txh~Z{GK>#bp>&VDHsspME1cq9wW<
zg$gAgZd2HRk(if}S~z~)IE>mnQX!`u`9?DupUI&ioHPyB{Vv1NsBhD(XG4ZIjXyGr
z-11zUoZm5B>0ugJNy~QdkR%Y)t4MnFG_~SsuuLPleB2(8J~2EaI6Nwt-pe&Wit6H;
zqeXR9bWXJo4(Cn}6pxHI{a*df)>+3iST50<&$`?~fua9hDL#a7`@E(f`=B!*`1DV~
z_B|_Eklj0(XOr<5dbn2skDJcB#p8{C)!#<$mk;r*gu%nE5baL*6PjW!@9O$3Pw{I@
zi<`Zjp=5pDqP&Ng^%?hi^!itAQilMT^)G|cuIIL<jPC_oCylWpQ|Jkedl%Q4g&*hq
zUzd~rQ&N5XB=ZA{kX|;TRq&cBqP67bBOR-D^*CoB4(XmM@O_3DDcs>#*kZ!dYI-Z-
zK8V>$HGSr!l>H05_uSV8&yJ^_?yH>Q5%J=#9Ne#b@G~lD6{g5~Wa!aCuCruLDNP%Z
z;iw=a7(!#ugimuI8V`s?JnD0+M?L6&0sW&huz&>lSB*GTDKxxRtK(Oy76|cGsOMFz
z5d=~TYxz{G-hd;_%2K7Gil3*!cy1WF6_}URMRiU1A3%hS+)Nw=V9M5$T9?!6XX-lc
zI+`vz+Af;fpEYq@)SceFcY6PAmt{zlbx4?vr>i+IK9513@Lis(nU<0Ew4wG4Jx!Ra
zy8Nr^&$836458ZOHrj5{C2aEAeTv!(iYmVpNtOOv15;RmtzP=Plr_M|rxq4w*ArHH
zrsw+X8Gn*^&IQg6vI@-9&v#yMh3td8l{<ec7Ylg;r(!GlkB#t+-l)3lin?}>y3w$L
z=76r!+#C6EEw$C<&d%Qi+7K3Bo|-qiK-*Z{-o$DJVG{ZALxkza;wzCK*3H&Cw>wWC
z>ZYabQ&S&2`)~ihzXyN!J{)|oKd`m6FSfHQu`On|D`x#rGGxy(Y{&Aegng)pUBQ0v
ztu#X^r(TpThhDe!8TnTm%2N16*`lUesn}V;@BA264&OJbzR22?#%ZzY?|BzVVPRZP
z$^72yTJkY4j7Nk8$Uw=Y7|>Bgr&Fy^V&0goJue2v3)$-6I8O~-6ybl8VFSBFa5+K{
z9=)g1=Qk5M9JnCq1k&<=lt@-8ev)qJ_ksJp;~_hq2e9+|o&sOfC&5)=y(@&lIlfSG
zvg{;b26NY7vgiIO4*s1l6C~BKJT}p%8N#kNWNG}#AQtl<RV?NegNFOC!7gr+N$68k
z5(aYyF<hxqPS7GJ&#+7iAq+y`o4fY<hTE_ZPU&B}O6|ftaZ7x7metIDmn*S#BF4OA
z-+B(FX)=8zGqnvg8s5;af7p!sKr1b(XL#-=*z5xYs^=cB<Li2RJ+BSi+-;m2`{^9w
zX*!YLpm|7&tsY?SM=!xg+S!9TVBvq_`JaD!+4Akj^Rx_SkI^#9Z#vYNU)}NSht>S<
zQI9Ulvd^V^(Jokh>?v&NeIKItu-L+Vc@!0iis$m3Up?7Uy8dSZ^IOTf`OAhS3&CdI
zf)9%yFN0;(R!yVjf7;B(u9&xGLOwVAkvUYl!H&blP{bJEuU?DLYlq*Lz9NOM_1v97
zJjKa8<)vo5DtShFl%uqur}sUE&d%+K98lmR(atK{;Mce^S`HF~D~f$=_?Z0Y%<_k7
zcRYoU&YovO>O<8}&)|N{r$+7kmk`g(wHLox)p~r|r#8hEZ#+&M*r(c$82vlhg#}rt
zjE7fcB=FtG{+)JiMmT&?em#Hf`pfr~Y2+Gg2zIK>gu#)2!!v`6k&?y*E4`tNh!kUB
zLJ#`p%I^^7Vx@35g%xgke9!PVHd2D=<%T$RI1Gh$!v}V`^j@hMdn22FZ$8wIEF<}z
zIkF|rk?32leP6DH%bD0yHj{r?7ccasN$3a7ek+5h%K_1G+!1Z1M8{>m4#fX<J@urb
z?RrTk8Tj?rbA(6~=Ak~Ff0OvxRPyHPYV+s2er6M8-+v1;F&~YE5l7u%AmX*<v}-9@
z!q)@638^p=!S10##y=U}-2Sv*^}pPMtomL}K};~`QvfghAl(Gf)fxGz8hyF@344F>
zx^XKxyZvS^24E_#AHX{9_Cr6lqjpNuP5v~yA1rQ%EA4V;B2MzJ|ISD1sJ40U_wjQ}
zAkY(kDEr+d8eE5uIfHtFR;WdF+#6;pOIYpMMoWhjH-Gd|zLeV@;9`$5Fb480pnWP4
zTxt=VY7wkzQN_y9rK(Cr!^$7WhIRE4epZy_6qa~aMT<_WKkRvci?bd;BA`t&>w0Ie
z<ZU0}T|(?r8hQI60<56<W<k!dFp(vU({ZMeNgebVBr#*4*O-<5Gid`H)m)?&RTNDa
z<jZ34RB}KKm5a<38|h#W%OT?D=(g()ERhaklfh+|27H4<fdMddBeGq$D-=k}ge00t
zQRE__WG`_fLfW&uj6VuzaV<O_OZ`Y=8>(e<_axe=Cg1T}KI!}4hBP(eMnv~*jr17p
zVd?$6XK1K?6Gsa5p$XMm>gGYlx>d|OO2y-+;UBHfDt<VRG4aym+cNjCfJvHiFkKO-
zP*c~hrmiYw!TS5A400fPXg_bXbv2DEM?MYo!d5<#>Xmfk;!7`~yc>Ga`4(F*)0aeC
ze2?c6cOD76|5{;ihBm!c>M<~05J%t6SIiB_sh!Nbf3|h{w7clYN!mv7vebot|8YJ$
zgG_{s-vxTb_1@6MPw1vSg8{Mo?Ll%4U2=r!8dzs7)J3`L^e6XOwb`jmb+T-6gH<Yb
zZ4hZZADsF;x5H68$4{loLZ(qkDcHv+VK<HHBwDB=tG5$5J&`+NW#E!Wh2{yI`t=O0
zp48mH;D>PA=~_J8J#aO#9f2!r1eo6AOA-XqxIkvMrRCQ|z_Do#Wl#<rT;7+$-~%UG
zDnb|903zR|d+pRt3KX}~D|a=${o|U1mF2B>K<s@H=S!SUs+S-Jt6DL)*BWv4g?x@t
zl41Yaw4X7~q(YxC3gnR40;RNOVtXm>PyTQ9lmnkw!&Xu#>*$&D;P!et9|qHU11PE`
z%6TP5-~CY`%lZp&*<DLXoy!T`iywWiAX?M9b!CIX3yGiv32@IBWr(6v_o9E!mKxjq
ziIN}}1>!ehu1ZBp_9^z%5dulPpl(0yf`K%JaW|F)AW*7-8iaf8?sEEN+786vZbP5?
zzLObRK#)hnykkRKHs;kXc;e*OHQB$h$@v|q(mQHv_7C^>b!MmAn=3GNZlskSui7UU
z&^xzD4b29tdwR|lm6^ApGbfPp8`I52h+z4hsVg`h;jo7qNE(AQe9l^J&Kl_e82fU~
zv|M?oW<J>Ow0Ox#8U;baMF~&mgU%4nd&>GphRcGUWXU8Dqs6AP^9q$@565=pt)5x-
zmIkARpR~_lOT6tKsQva#o$Hf~dAJKOR2V;MQatTxAAfW_Kn}&F+30Vdw6}Qi*yl^-
z@gLrHpF8a*KzHU$`W4C;0A&f87vXKT0)q79q<El#Cg83hXaS{pz^}SYs(4;c+F>%o
z-yUv_V9ff^skfzXqrI=q^-QL?!xt&K(}m|OVeCuI+@Fq`Yrh{bJn8*$2_WUMmKM7M
zGMO;PzbM<-TJZ_f%(c*%*Ps1ra}Us_bD?+#@V^J14K_zj#{#>}Idl{F)jKPH>Q4TZ
zd6oKHQX7>TAACT3ckN@(bmaDkHNBs?JgW4_-!hvqxCcasf1VlMjXn6abZ`G>-{2lV
zh<e<W9yo6&@!O}XR#w0#jW5jYw~1AjgL>gxG1}d5%cBkJs083q5T9UuDBYNv??kp7
z_3q=MtsRgFwv{QX*b@>iN<?12JMd{dW+{m>^yRF_1KB5xBtR;8#8=5vv^fDN%Ok#+
z?zbI6yC0cWCgZli{c7vE-4LSs`>C$|WOe<<CVPZh8H;dJ-ajqT>+gwHHt&<N?YI$k
z_}8BeeihGdXmW-WrV*<O>}G!)5?x8S)36v*B3<B~vB|C&7Bh->E)lu6wAw$5sC}_)
zseu#s_@}s=9>UPcCq?IbgXYuDl+>(-`jX6VWyoprZCN!XiL>7L7_l0su0Stx;$X(7
zBXPPy^1fXeHyf^R-ti9~m%V8D`J)YC>h2WxQkLv<X+#Iv0Q{6$ka9JI&_GjZY$dIJ
z?wc=56wfQ%BWUY&_Rlt{+aPY6*Kru7`<}y-8yoMRuMZw}ljvk&W_3>gUi6g3H%$E8
zHEX{xxvo339*$b#XjOUGTrFl~1z)T0@5$mjg)SZXVmq_L#4T>{BImJ<=b?5ThJV^b
z{2rgEok1+4$AjLig*=L9uz{42DB$&&?8A;9QXB`Vi47*lW5D{Cbbnz?k#v7gi81KN
zU#XOz&+$+3R^hSlC`};+XyiZm#3C3&z75g5h26rc_oT2rQ>rWD&7ZlQj}kr~#kw0Y
z?>5VIxz*(<wbZyqmS_ew%hY{wOigl&tCx+g&}(j2%%eYpkXhfF?KC5wE=oM@g$t#z
zFQg2mrw>w*Vd?r%U;%zb?S6O)r#2l(ng}G__4X-9dg1-^cQx@kH8u>AbTr!2G}^gz
z)0xw+6s83VA12f76UfV~JmZA^=Rgcf4UvkVn}%}J3czT>XEg_&km%#&QgmNHhL87Q
z8dTUd<+C8-UR-n#Kpqmii9N6y@1NqDn-ZK03RkHB6Rt{6P-KNT{T#y0>%4Zx^Qn>{
z@NtqqBpVDB^YD2Ee*k~tE&RksH0jo5XdQ-YSc<pu0XUeY#nabe48A&VZY!gRbZH;g
za&cMu`RaOX)cn~B!%Qpe!^{P3`aX_^uVy6+Dc|?lzWeWs$sy-U400{>ymgmd9i#44
z`{Qq4^EUucs;SZo&q$^5?@EFbJZd$a(=qGDhsefK>@!sLZj<;2WZIVceNXIyBytNR
zwN0ygH|L_X{OC`6!kfhs;56l95*mqpJ&<A&|9L!*G#I?w-hciZSre-`ZanwHZ{0qR
zrIGLEHbcJ>>B^k-5CNIw0s18Hx&L6hY@Z6x_b_H6K6KMvzt~R3oXRc~929iXripu|
zab^&-X`Ho95)t~rjify+%-8fZD8#I+Nh&JUzc&1NA7pWu<Q*m_<Q$Cn9AjJRWnb)V
zSK?X1?o*UIf*b_v41y^bV20{<lBYo#kK-UUkIvD9!h<i)qlt*3i6T@Z-lh<5mX&Rk
zmF<`1?c}|cE_tUllc^0AcoZ&@q{_yo$~N)nZ8TeiYRTKM7eJs>O;E(QwwiC5d3j$0
zTLsP_HNa;RSgar^%K%p2Yx;9!3~YV}ybseNp&-LSKOpG3hI~i^f(_F|<Q7Gkn!T+7
z$jX<8J8}=7_P=sC3aTisjxG+54i6V3q=$<9*lFH*db^YKB@iQ(y$h=qsH>Z<6VR@k
zP7Ft=(_@fbkPj{z1^Z@u<})^w#S(XAA|rV5vLybVa+l$S2{0dN=k@$^a$>7K#)92&
z#fUKzHoi~cRev{{7{<pa^r9%p-Z>G-y@5XI(u797k<BveP5~pg`7dO%yFx#^17&EI
z<QmKt<pvF82RJKOy7Qu<)BHRJkaR2&K_JYU4mu4F3lbTj62VGKzuC$K@{67Zu7#$e
z@sLn}dx<uSo_K=pWC?3QfpZAzi2;}*@@IWv7`_B@ZAL;;LU{uWge@szJ2z>dv>n`K
zJ~yuDpiZ2~UsHnkPkOgPaChB^KJu$BA;*KDQvfW(y^ghI8{cDx__=v{`@O&=9VRo>
z!s*_J=6W3_<ex(EXYc56)F%Z4Zbx(ukx(ZhmP0g8nnhzA361$SX+@8A#82;)-JQ`#
zu;)AL%&0o7Gq$r-Z8uY1nXdOAkn&EAxC^x#PX<s`@JaZHzp=1*E$3VL<#TjT!bSRE
zG_5tZzt&GQ{tous++=7KvyOquUVHjw-Ma;$DS^0N6r#~)VO{KojW<#9bf1pr30`RT
zuPVH!aP_Os4X_5Lb0mhT1(doH5D%&ExbNY(7XDMH^5>{bGjkE>udX0@40#WruXG>x
zRce!TI8Wk}U#!8No1uf|4N;-^7a=cu-%NlQswEw|UXYU$zue)5QX13I|NHyGHQQU7
z3L~ZZR$6=go%kj5s2k<de+t6Sel?~JdQ%O1KKlhqW0#%(z|=xTfj_Ua`Rb-7p*pKS
z`TCRZ$-jA2(_<53-_7jTaP-kt;%fVM0Ar8cShDZ<(|%RSJ%B(Rp1;mEM!9U{8vs}4
z-*0$@3CeV1^SUAf?y=Y7x(RE8JFoYsRr;RaTn?M8rlF39)3NBQ$ZQ1qb`Ifpx75+G
zyDb_B!?@k;BK+|wrOxklu;}AbSjYYO-BLE<qOZ{8Pph}<#>Pw}%ou&T9J*_axW457
zlp*YYg(7A)nMYWzR_wZeTxs)i^31V!olE<3^<&0uyAvYNwC9VCrKZ(~wvcQ?Iw2IS
zy<*b^%(Fk3XRR0oEWf|nE~wwJs-?6p-`u%=pO4P<wUAlp?{^7)D&chZA+n{EXjW&-
zEos}`$yH?7wT126r-X=};URUSjLLSpJ{$A4jN3akD=8bhv9!Q{6bp)-5H~=M$eX)8
z{6FboM35g5UR!LQWaWnB$v3)_-=^6$rY65np&KTIyHMpH`s(Pl$n((OlG(qA2wXBB
z_?9qsQrAJevMTgGs@7g~;W$G6`YO2BNd5HA3!(^ga|+{th+rA!8yLi@9`*<@1i%7^
zr14Hoc5j-ky@h{x&;LeJTAy(-Igj;M(^w?H--v1eG48ja>Pjf^KR6T%HP8JTPBrX6
zfDEgB9qqy+O9|>X1H#_Xrs*4fzaAJ7oZ<Mh#E@1hh1-p)?rrV#zz_A8+-*(oi;t-M
ztB(>V*ONU+VN0!NrY6^eCH16ri3brb2EV_R<RvEt<8OhxtsA#cLgQ<&30$&4)(a1o
z%R2V6dakP)wyRo>tBijT3QT<>#yt^JuM4ypekrc5!FLh1l{3{6v}gV+;mCVddYNbI
z=|5jIZ1?5d;GoPBo<GM|kW`Zh!)?T6#H;Oz`yst$%dhv`E{`aXoM0kMW?B%6+jRj6
zmOPbq19d@0C<y!me2a!sdLi4zV%S*e5gAtQUU&|EASn{cLrxN0WJ(8m2i%f!C<84&
zsq8Q!Srq5>sTzdg)-2p5+^%}^Z%<2t1FnRy^}4IGEHG$TzZD?aaw9<!xD*rhwyOhd
zD1tXlF`EU5)0$8O9Vn2n-wY)b`;<TfXI%?6Xh*OyK}4`S%R`9@t+ygUIvG4$Zx;!C
z3C*1R1K7yUFn-}uc&zl)zq<vkIhLZvNUI(%U)*RC^iom&<oSKAV@XpqB%u|5CvAj@
z`_gSO`jUBRNVP#HLk}PKT@QI!^p`o&^go8H==VCqqT-Ibx9?l$I?nIAW==ktveC`9
zLvW=iKz)z{J#^LAjnJdEWEOwPBRm+q3S+kPAQD#psj=4LFW+g;p!FK~#|3aQh~4mv
z42Fj9%2kLr9NZ#TvY*qm5Tc!Iu{PuI(Cu=WyN}PQTB;G(b$%^O{qCw!q$Vpr@svPc
zp(M!8H&LbeQ3y$5Q2c07P-A_ha&Mzxw<h!jbw%6*v8pBszOc2P@XUK1kE^_k^&uVt
z5Ck6e&zN>Ev(trn)ae8j{fB+Yr^4Z&skQFzchYg>8>!DoU?4W(<zE$)JQnkC5<PKw
zrhX07O1nT4Ak>Hn!i-&e&mkpw0K?(Ga?!b#tMV*?PoI0>WxkH$VlsE7v5-t#w;WWi
z&82}Ki!a^b`tn+{B6<QypkqH+8mqAPw^P|H*1lxcnSE~X&ad|SMu=QHVsOPMi}dKh
zh2%YOBI&}mt@9{xDWLg=(^8%Af~Y4yLAcX6YseZf1B^+ND#lsR(;Y(DPhSOGfq=jV
zBHfxX1!5FW&AHz}>D1JrsZoJK%L$0u?*Ob4v|;J9x0h(ejRP+$^R$y)D6ZF73ymL@
zWlkefeYKr!J0iM}qJ+j%982xb;8%yb=@r`Zs|87FSpf@4aoq%=Bx)tJjPL1?(+L|)
zH9FoZs;RxQzC?TzmgV*K{A?ggx9Wj0ndb0LY}j}zx1juI3{BjPt5*xE>W&y=)?S3N
zeACPOmq<mOG5!VRE-wf-6t^#AH&;54bT&kGVT7VBNV3X@v+va8H_o%49RlRbk(Z(6
z*dy2vT5rr<Pw{nU+iL@+*Gbrz8}Oeoq$nY1#pu+A?7wB~&z0|pRz%LZl(HuV&&vIR
zZje3z{1-&T(f1rgj*juCxP(}a^;tWYaxyyH;5|c1`OpWz1S1Sc!VMg9o;_(W<)ixu
zR5&AOVifo}@<A}&3m#9RKvbv%p?v`Y$9$?|;>RxUT~=X6Go^5l<YzADy;v7L_RSi(
zF{`>j*B0_Z*}iJ2(RR6>dc&y_-6aN{IS!dsp<fd`v%Pcx31Zps^`P|9ob=R+^vo~A
zU$e?x-CDDQZ}cHAcqXu>Y>Mch)PkA?4cVXH&#k|m?|eIds&SsgM>HEO89P73wm8JP
z2)w&2fpnZuwnsxHkA^-xVhd{yVj~m^mdtr!J3XBNbrZ006QCp&&><Cgts>x|A^_pk
z?$tDyNrw^$z{M{g;C-dz!w)JC(6#>Y*eo{^6UxHw=MTWNO>(gG3zHdVfCN7-T91Om
z-_#z~`TQLE3Cx)N)vuir?(Svm?v+)K-ty*S!Nn(YA|tqEICK#^j58z;6*E2;rzH}j
zC2FIIY|DJ>E5w2*GCd2D_Y1Rm!H*71fP=~+9vMESUM7PzOVGD6+j*J1?UmG@{_+p7
zPgSS?+^pYbJRDS7)Qj!rM$8Y4O5fn6!2)2mH!|yyb$tT|N@}l?RH*&CRNFgwh`Ua=
zdJa;Yq%_oII6)Wmv_5D5_1o0WPV9sZ@qeW#M6&NIsm@Yl6>YwTD{q7bEl=;h)x4r$
zj-jYVnWaRvg#qceoaQWUH>NJ0Cepf)J_ul^BJ*cYz9}PkX~CTqxJ-?=ynk<Wz;n}0
zi9%|wZ|feLjl0QU@jk%lU}dqm%;YJdzVgFj#xAs+sarz&M7?YS;VMZlf?y+4M<Y{*
zBbtt*8V<_wDP!P~)~Yuoo1Q58p*NHk+ze5*$<!Z0sBIq}m>uF<8y9)omw2CjfED@X
z97?5DfwO#L-53w0`i)ilRaF;NlX~AjjFURFv^uifKHT0q+NPk{qS*UP<t`bO|1IJ%
z>3f<)ExW3`!<>SxoU*?;Ws*s3VdT=Mctfx!6lL4n<y%`EmdwL2;5Lg58u^T+8&GXu
zO9qx7rvIofA)182$eJ`{L^HDF3o`8o@*zR6AVF|-MMZIYRxvUwmHum7MQU6{aa?q9
zbv<GCHN;xPddHguQALO83RuPFRLbANKG)WHVWiSg;Fp{f`2FxAR)ylBw<U^`!jzF&
z@4T$z{v!hJ22blC`)cq~%rwIcbM|{bwBoirOvmuFs1+r>aI^6{&s>AyB6%#c!Ls77
zIelE8E>S))Ag%;G#=)n*Eh{1*06n%1WljADNePtVTfpt24yFGK8*C<EIHx+rBNcrl
zBPpd2M!?@S0cOCl?uE2sz=ZEmp~avLk4yOSI&2V4ybohR0{?dvyT=7Y9m<~sKjpIQ
zHw*hsMDQG$@*B4+iBWw{%Kx+&wT_s9FHhP#cMxriUje6fEK!)^zLOdjh;T+yG$Vgy
za4RSOOORXSMnZ0u60tB8xV^nGCSPfUmx*KH;sf>y(s~>Ruf*c4MTiHm45}U@GO^np
zWy_nk`8m2Mi#Z!af%xIsncgi7g^|i3Fdw29eAoaK^T$~A%OIl*GeieSICgGpZ+#uy
zrGxr)DO?bobq3jb2(%gXH&RaH4`U?PG%d#;wh(VXP9gvPA>4CzPxQ0>uLe$pxObup
z(LwjK7z-1(1|7!RJgGSHlS}o}!p*klL=i&P_o|fgFuZti{*le#>q3(?P8`1iLTOeY
z>fwphgfRh$D3rbqqP&hL0-GNRfSralUq|;Ai$1qmX%k!;tG@H`6k8M4!!F%J;+Y-3
zk%!+!5bPlWydD7d*G}>r`~gv2Y`{4f2g`%tI)L$z0ODqR@)(Yk4k$*-@b6@Zw3-Cd
zzeCOL-;uklijnqg66OV%gr-@3L6JyWx8%mZoNjZ;Bz!v2Zoh}m>MFio8OKw%m6!iR
zU5#C<9=4-q;|yRO=SRIQa76SvrH&nwe~b9pNhPyCW`7?J?~opXRUpps(_mcpoBe%|
z3cqtqFY}4XJ=M+HZQlh5ZrJi~X0&wG|7<U&0gk;1twh}KrLX$mU>ZyiruP7cUCji0
zFu;wyxwnD)x*psuy)r>u9qBX#z}lPLNZmL36JsiU(HQ2Fj!R5BcZb{67CZB!i_@N@
zNfo@MJCWD!75gSLzbAEP^xx~oCmYA58vZ}9!YCnNoiY~kj)JvXV2|(;Bvv4>`=epY
zs&>bwcH5?cWl&!)p{-e{@Ml?0<qylETwfXSWRj{P*1d8zkejYfT3a)Vg_V@Pj}%+r
zW!-l@btoM)hYauX`(IzGGHzMcHy&19-c*E!*&CruYoWbiLn#wAVV&Q2I=bmj0w0X~
z!abPq{g3hepUYyN_u&{XOP<uwt-2_;nBrY^e%UAB!_5~1DZ#_S7~tc+pXMAq9{n&X
za6Z%!u4e^CIi{bUeX>FFfEZS008tjvy?8DM&js%K7Zi@s8g}%`eeASW&8^`Frt8&M
zA7j!9@C^fMcHNJqlpo7`P~fOeI!&ID9J<;`T%;7$a2aXR5*1g2fc{5f0<)*P4w+l)
zvFp2OlpC5fWLjjD#_2RG-x6y}=<-`?Y&Bg+|2EeL-Dfh_lV(2u<Lm7?{Oc$^8}@f)
zs@mIC(}=R62;jOfNt7^h@NjpsFAWGxO|cFWUx?CN_+><(Gn5puLH1Tv2C}hAdJk9;
zEV4Iv5O{*8o|9kM1p2|1I)$kYt*zRoI`tt4JyE+{&N<|&U3St8!d4V?O3;L<K?dHT
z9GfP4@SQpQSycMZ)M-d$#U;vcsd|Vnz2yHRjux~al9`O;l-0#S0*5f^4Ql%0uUCL$
z5j|>M((Ngs(ZEaegwkMP){8nwEM!m99%g$Hl;fKNGN){&d&^4@6xB1Y_bn{eO-p7i
z?TPeZE>R$WMAwqEJgOXB)JYfk0$|6GEb_!}&ZEBtJIXqz6I*~?8Cs@#=3as;RY~+I
zVi*YE(6AkXN>)%{t)%i9#HtnxgeK(_KM2k#{#Oss^s+57J1qQiG-YBnHF*kCYbBxh
zlm8t9vZ(eEw{4dO?ctT#H;t8%{|>{h%n9H8*20x~X!hnY?mJ0+Iyv5=<dJTL1%sse
z4u%U!0VTR<K|WBR4^iQt$}+K*l3Od5usSzoVh};^(n|TR_tGC({N4w0raU0?Q6K7O
zxKh?;zG2mrw*K?8_rKir@2c{#e0*X~UY@5!zaBEtK`GziR6Cyj2KJdF#2R-z?LJFF
zA~4&d9&P`l9@iI-$B)v4c)X7~kEy}ezTUPcDplaMP|B>kL$9*K7B}0ILhx12e?aNF
z_$MyBO|-Jwj1V*qcaSCS6-Ya1X)s=G+ZG|{Wg!4*Lj#~KUu*>pm--|LYFbrgdwU61
z;h#+w7Q~}>z=NSiehzZC&iLkxU+(%n{u$8|<z1iGXDJ!@aDCiss%pB6S22Q-;)s3D
zvXSXG_I=fR3;rUBwlKZF^P{DMzLAQx8u0O>-MyV{TWPr(&6=Tu+WOED1@2rPYkyKl
zpSr_O@wV^?XB97G#!KdGFMu1&-pp5^uFtfs6mQ4fh5$^n;bH{K9}}ah2EI>fUSll9
z0YJ0n2pB-<?bW=VzJ%_z5`{gf{a-J!7ihXqM@8I~AUz=$ru(FoPE?XEf)Gh1+xOOv
z@2w6MffSK0L8!ulW)|Q3xaLZ>qoy>HJi7l}V+1K_?Ab-6?qCE+TW<Kwd-s~}TW?$^
ztNQ~jNWBLBbBPhy%CH?2mL=?cM$&D|^pgij$(pul(@OU$VY=vxsFiuC=yS30W$J|>
z<CpUA)ACD?Umn$6$Hx!E-Q+2}UhKVOD?@Z<JMgx8r1O9JL&HJnpAtGk(chxt4(fk}
z4Y+<luns*m<kXsof9j0_^8zyT7vz9wp$h^Om<alL+^$von+61wCAPKW8jWt#==c=k
zATe@#e5;0evT|xU{19<+YvPiAGVdVewUV%;_L1UKyygB5rw{W_>glOt-Sd|O3tawT
zN6XJTuITF*6tQ@Gp<FiS5KC?x9|$_UBYNTZ**<KCOrJX?G!=0sISTPC?;)lQ&v8w0
z%;be&5$oU-(tfzZ)(x2NA}|i}S@8^yh(Q<2!(!cKDLE2Ise!{wXT314wCYRzP+FO*
zulyFe224R8KAk7wsNM4$sn}H<I4%@6ip&tD6!qY6GiE<(m7Ddd%W!SU(=4sA$S?8x
z+UyweLpwZ4HY-~1N0xI<u31L4R6?<Y_me=*+ItQGan2c`ogsH?qNE=+{ehS+EsZ`c
zjbERO1NSt%f}sSgUc`1@?9XZ?S#<HF2U+F^ze!5PiV)yuR984u7MNFp+!f3V%dFM%
z*q{_XRun!I<X~-Wd2MZG0qy9th@Z_7kzXQ8zeJ?}h!7oXpVK%4#-1}eI-@2CBBZID
z=^K4u<l^WEwU^m3VVqBA5=nb0np$Xz!ViL}V<gjHEc%i&c!>~zZ#wVHaq4ES@pqF2
z8jAa=H!IusQ;RP*hyj-i*NW`w)g!O0Xa$M-^wx}6T<!sB?m~u7h2}8TaPH89UBl;V
z`V@cPKR$d%xv>D<S!o?96zKjWtJOL5S26)!_LX=q3UaWK3@?y}SOI8-h^23jJ2;bd
zFzOlYg`jPS-W~4^E-IG~8&VS3qa7k|9}zQ?m}Sc%D*PRtdpwiKg0S_ZJvSr$9o!ne
zz286Qyw2!Tgdo+y^X#l8cK?1XV0{SiW0fu!m|nrPGAg)5wN1QhD*k#pc2%dfQrg$V
zytksQupBU^+4^yI)^i*fY~)ql30dOLuP?xZbHLu}Jw#7rQ_Vhx{idLvCZnwq>_$+W
z%B1M9e+d9Jy#_&V)DI2}k9wpo@cJN@C|Ooof2r*ttM>Sp!_R3rT<lzEI8rQ^3?@=+
z7G6AMe8l+Ickpu+<NpqZdTRm*JcS33dxMi{Tc)=7`Ke5B^_UCb&VHD-e*0gp_kU6%
z`~IDf|Aq>#q-gQDd5)yJwDq!{NU#j$o+8~PPPg$ao)<V+6*v^UEdQ=h#+a(0r$qmI
z_BWp(Url|DOMT6Gy$g|hSSv#%hirK2e-@Pi6tX_DZ@P>X|ELlwy&*dX^iV{&C@Hx`
zE&avdeqH@9!KsL@69lmJS1^u4fxTWv0Mhz|1tI`8g7+r;4eZ_fssG{nW+pVJrgi3C
zO-%Dm&kFvY6r7zAoSovGoD<}o5acc3{mp<u(nEhNj+_#&fr*t~@Vm-rYT}J_@bFB`
zOij(sOwLaJHop%_tN#)qcnL|P^3SC!XW}kq`>7@CQa$uDG9lYv|EAbRE8Do>>It`+
zSpF?alPyM~xb@UoHe8;f_vz4Rd@LDRJb4y3D`T^k!slN!|LYmX<DaBLo*+$Szey8>
z5x7f!DH<#YgfjkbmPQ-+UXlkSZ3=x@NsRjy8Vf0)4D5nT!vlbGv8yxy7!h?405h<>
z?%>yS{A2`%gZ@b<Fb=M>8a7~$D)125p}M%~nHnxRVsQuC8C%Bk%)rA42uEX^r1Kax
z+37rkcsws3@ehV#7j7uKFAyhN#5=eDK;nmH?ddQmu+Pjs_(z8iV^+R~pv^#mEYhZ#
zP3@iE=4#=IGRppl9o;2|hOab1Ef<aHYf{gw{XT?u{ckDodGF(ZAEroVyme}6AqXI_
zbYkXOIY(0=JZI5dywoY(t(BQ)Ha9OINh)mz$71y_J%8OVr-0kDvE3N3hLFrL_zGmR
zqjP$f<RQVd_Y&g!NjZD+#s`*%h(iF0XozcgEE&}Zat(e?C_4P&E7nA;7SS1bG5umX
z9(EpW`_nZJWW39KAGBs>(u`+QpGke#PU~LzXu*zuN&tVo*WutZoN(n=&*A=!k<zS^
z*x!m=pL-EhM>6(XqMk{dCnC$bJ+pOAt_u!EUp~WfElbfILj|Vim(L2bX@k2$q2{i8
zto&%&HL9MWVcJp1NOX;;JL5O`#h^o(bjRKK`y+)Xz6{FP)syo~tj9eb#(IU)Gi9G)
z&;)S*?u36s06QuaID?6e4T%9eZ@`{LgmXN3Y%GM}3S6iBi-3kAbXl0rSkOTrbk8!r
zx$E<|lnaz}ZXxWk{&_;|p}85w-i-(m@z(?xzm8A0+@>A#k<H5I<S)9#KRi>CI9-k6
zDXO1=y}*lq#A+|k)8#*Az<uuan_!=^u&<x_<J>r1uA0PP&u38MCehe`eTgu53wlLm
zAJz|VcH8Sw<Hl^>GQ$iz9uOe8!eTy}9ro1?n;^U|m&QM#QI|H@+v8Fb?9J#W;7Nmt
zKhT3PnV>)4?ZVp8XG;dFEA3~a$#WkO&PP|fzz_HP1B1EtX5q7&OZL|T+=eZvb->Lc
zj2*MzH5R{LEY2^4zz1HzqdxAhE-vvly32m@v9Qrp@v%}gl6vnYXRfC&_WI>hR<-bQ
zg~-xh$_|5yj$`Ax?^5b&7(Lt+|D<UM+ACemx?IdUUo^9+@2NNEwmVeS7gRPEm5P0G
zRD3!wW3Q@VVQnZQ#}Sw~yUb`9rUuOGWOxT{Nxc0ALj`1?m7Y&6);y-3GPfu6C)kt&
zJ;j5Ae0IT}TQ^PHw~aff#vSjLiN+nTmZzv@iaW0aX{lJx9%-kbPI@4a(qf4o%_fb6
z`I^zc#cc)PdamM`KbL7VgauhuXMcsg5P@-Q9*u4~jG8+tla(>f8x%M>@GVQyWnA1Z
zN8pJ^PKuJP5qcm2;p`OeN)K1aCFC!H4#*M4;uQz*M7#4vxbRrYnFi~Bu)xU1rpo0M
zdk2Jj=divvrLUD9k$Um3yX;?2Iq8dam|>Y_YlcgpSY$F77oKwi44`Shd)?P9mpi((
zh`#TH)2xaR;5z#rOiX^o^J$qq(w+QmqFv9&{Zo+l$7e5v=nk7N$x3N07A2)dUt0X?
zna4r{5o?|BgrAtMrjga^>Chy2><)OC9MJISCEe(1qj*tWxlDuAg7ei}y~V&jA=SXX
zV0TCt76A+N)|7cT)$`hlOCG-~8a*GE2l|bEfbLXzX2E2lWi81O@S5i1Abe4a0PR%v
zovMpSA~>vb+Y<CJ2$&^#R<OD90Rna}Xk+Z$jU+LQXDKiZ%y)##&z&;yixQY@8uH;@
zsb>foW>n>~WM!{^3(oY#mm&md;#7ACQqyw+jb@@4?z^<cav?Jde`S;Ry|;j;gf-Vb
zUL8a>KSoY4{>ACKS^eK?^ZR^U^EAY1H=4MGPpxY{$!Ag9a{(!-bvv(fw>XCqp1u{G
z#us`85)mZFU!SJwwj<oG4Hj+)5w0Zgu!DH$Jv(mpZdzI-h>2!-j$CVyEZ|;>GLdp;
zB<Ou~_<baXnpN5K2}p^KjUS?AMO*UAE0-&VJZ$4}IaRP!Bpna21x0Ge*<$nUYZ2<z
z{SW?yg_kSF8aOz(XMfg8JYJXidjP2#T9Tdc3}6|8%H8db2FxN7(5tG)X4`m|5SirA
z$(skbU4n4KXY?quj1BNed80`E=Du<8>x;mRQ2R~@*uw<gxZ9swt%md5cpgEFS`Pt8
z<Cga~ey<_XD?(Mf{jM!~_|>20F8y9;0ZF}KguY9Y<vR2L%AiH!*;~4zz($GYaO=&>
z$**%Br1T(Z=uM}klewj-ugz-WdKSB=PXMf65$F(P;G><rT*h(_D~=Cgu;Y%J{F8I{
zZ%RwITpy2aEM2b$s0oomF%FW=W03Wp;~2rKSdz;O*gnRo>Hvt;0#*-qBJ{AT-rJUY
z+LM3fKBXR`>1_d|fUZ2n^nUb@z^7}K4RAkv?Sm<KWrYdye;wKbf1%m;er4rED4cCb
zX!=k#^F5?*eCEk<=@6`R@caLo%P5zhru2X%<b-wndFkMDb^y(oRGpsQo}MljKlEAZ
zlpgdFN)<}h!O5M(WNmLeGP`VRX&_<eje|60T8Wk7=Xh<N6-0%=qm8RdPX`>Xm2CH>
zMzibvt@)fG14}%(c<6^QZ8h=b%bTNp+=5S^<42baOGVFG!Ai#^CR1eC=mKE+=VOAq
znfSp#ry`?IR}-!M18$Pm3K1VkeMhaCWLD{85$jXk;`gmwu_`y|XLBB*s+hsQgz3jI
z;!TpiI3RYx|C}U934&R=AoFHnetsi9s^=JFYn??3J5DSbihBD8NA(iIaPjg@FG!jL
z_@rU3AX5-s;uJ7uEcni69D8>ad|LnH&7fiH-iZ(F&<}NjWpnR|7ymLwqu4S2z0-Q{
z1dD*}>}J+11gfmCzBXQaALkfaoZAp@j7Z|7y}CsRAw5~J0n&pVRPZ(bmg_H67SBP+
zt_zrF7`m)GBQJGa-eNiwjd_0}Hbw*nDrG}qkj21M%`_cG1%!j0gR>Bgc<_IZ@ug1j
z;P)4tcTjy$mjO9?B1S<M!lP%(-#GE(<Xy`jW*T*z$;(%Tu4IK4gf``jHeX-a)NvFV
zbroy>%6->Y@qYA&bWe%aFoVeehtjyvOef2qdAda{L{pP-SV(lo_aDjMn<GOa+M4nb
zi!;K*quPsW>%$YigctmG22lz}@X%wVqTgtY8NPi4>Lw=&?AO=-qc4}mLLiK9;3X%;
zA|o}=R-#PGWtL}I8qBi9%Dz;Zvum>OPJ4myo#svvYfBM(%LkSgI~E^XHci~zjr{z5
zdBQhzjz|LDS)$i7#;S6rf93RuP+;&B;|7dF;|9}3@tA!AExCdVfd_~`xpjs*oba$-
zZJusuZAA*5YyRDo#3PfkebY_}Y*BGGzB&<kv7WC#xf4l7iMZYy1;E(wR!WdC>9zn^
zTDPBm(p{bGZG$|xB7#u*rl%P-F&2FKQ3C^29D?zg16v04>~iptmtv3djf`TyuHBBr
z$17JLHThI#eSN?CMT+k`1DDn;pPFjJD)jnHqTAGIP!57_2T2$QajV1?t19-Rr~~Xr
z1;AD~H+3WQOO2-6ay-i90}&Dy{eG9GcnIY0*)F!Jt|!t3d0Bgt%j2vj)op9MtV%*V
z9I=>2)+FpG{Kwl-fe5BRa_|+h7fpH`^~jKVuj510Cm(<UKw#&egX(JPPu4s-(%ReB
zT@T*@oW9ErN`~qfQ|(S1|EfV(kPnZ%%b{Y;(Y)nC>Wfr&>(qK{UF*|tA8q7<7Qt*V
zhY<}&Wz8~`_;M9;&aaQv?|_8bk5Ky`YSzXn`?7qfE_GrQebgHG($whkfulBT4J`1|
zL%@0s{{u`N_27!`pn&dx5pqM<<1P_f4;}<7vcZz{6}jpRn?cpOHS^|#NrM`Z-@^*N
z7bJX7s7*|WN=ztAtSzgH%J>@9%2@^743YdYsQECiL0fWbP=oB9q{EXZWk}f8HpiCb
zsFl@-C#p+VKP{Y0iEb;(ii{82t)Pm0V>}uAhLBhCNdoB;Es`h9`ISX^g~3JptfhM;
zMF-@#xw(}Uxs}CsIp6Jy%I%8s?Fve*3JR^tDy<xHtQ?B0MxX>F9XwO?m@et;6PU6x
zX_O~MN?u;cKuJkSQ%On2KvP9thJpgRSVENc)}<Fds8|v}&+YZzYm)!1ns_;Si@&6`
zNc=2naZ{~S;woY2g<2<^<sFs|t|tBdjiL9kFKe!s(k@+|Qt*x<k&Hx`;)^^>VQneX
zS6>Fr-_q&g^Qu{r#ot(loI%tg!^C9S=@f`Ta9j|;&2lCqW2(iKPJj~dJqpSUq*nm^
zmO(58{qWN#AYKS#_hH1E%?)V7A5bKL0-0gf^w1}8Q%p$J-wZuKVuX%-wuKiX0~j>E
zN{(cz{cj8wD@;k^nNq)Hf}~|-!8JNXy#5?|0Xu?$266Tfjrq9JlA_92(#xwMTP=jI
z;5-K&E%#UtbkDTP*t2Nf(JkmasoEb5@>%=-I$U51I}EQ9aJ1^*G@SZ4Q#LS%y6)s)
z$Kqq8J}-{@z+r#xJ^poGKNM#B$8*Du4tn69@*CYrv(fAN?7DyT9x|214dmP+f)R}u
z+G%ZDT!=>s0<lm{oUT>kSANOSbf!4~A*A!)N(Bch#G_*MtQ_@v?GL-h0*;GGXcG)W
zfr8)BTKmhU-ERkqN$hcrwzN`>U3nm1Le(WbDS3aor>utrdNn~Gr;P{WlM9{1)QS^)
zNv*|g<Wu=i*^BPpE#|9T!-pZ6Gp?9stQj^yelqBO)chV#hHhu{#r<<30tR}ydtfTe
zLAMQ&2At`D1ne=Ejvhn6WEr;p*!5||xR;jsSUhpaQ*kE7n}pbIb9%SEn`RgC{)iae
z5{dPqx<MHewr*qg*Ao@2!cIke_mVn2>@9b2e>-gXg-yqQ2rz1WmzxXY?L&iEpR26I
zp!*WDB|6aK<J@>~U&O_4kL+%^A?kd8Alpa+cp3Vd3%$AX{UY1wW-BsW$;1fO;pe&`
zx)xgb@%~_m8++e#wCWFZ3fUdN89g|@ijh0(fg@q<?f!R>rGV?<yst31qtW?UCM4i-
zwu)i1Foy6gV?W&cB>wu3C-&>lPwk%%M<#=~k743GHGtR=&wjC4|6q1jr=pC_kz=fU
z<Sna8IH%HAcD2aLA%(JGRl5--d(II<y>CC$(mN_ztA5sa`dK+sj@}OCT~a8l-<}6%
z4KaL{Ael|N%Du`JgM7>7WG<!`uV)gjVW6ieRyK^j?2l@!U*6IV+4~!!Ymzmmt!Qm#
ziqBxKEwvc2yfs@E++Rzz78;SF9s%<u4g^wI#aw(>=wLN%Mm232iekbF(ag*c3Q~y#
zNtBF~rwd+N7=rG+t56JdhVQ?21I{LY@bHvSP4!2qco!r(N#R?*74B&e?P-u=RGo8e
zB3Y8|K*%qegU>oG%8<{jPA+YkWM!6KLO)uTzBes(!Wml(n3@6F-8o?}p$r}99xn)n
z{yKw>(z2UIe>I~o3apwS{mB>hnMcK`PVvHd3;?;s5SA-NfB5y*&?t6NFKx*{yS2L7
zWniekddwXaO8NTwMQEru<X`z}lXsuGjEcOXzlA=-Yd#L{!Plcx!V5DJzZRInEi!k^
z)AyoX^J$3viV*~#%cZe0Ij*VMGQ|xlga()gSW`l*`mz1jbMUmp^h2^6b=XiYs;f@m
zcfNSPk4h`TMnhfg!=R)$N=^iU6T0H@wEu)nHKP{-99mWniD-bzp$jr#@HYA#_5qql
z5A$IE!IpYzQwJZOCbdG9M(P=j5s`6N>VKBg_&v`%sUsef(L`8DOK^0p>&!~?Wd9#W
z*B#B~`}Xa`Ow=xIV)HdyYL>)StEf`7XYEa?5wY9a)NHM)(o)n`dsBNCHEOG^NQmTp
zey`(?C&xMR<T<(T`?{{rx*Y?Mrx!C|+6*-n@PJ?&4&fg0iby0q*>kuPIoTELd;V8D
z%ARNbeI8nH^`X?4UTO7=y^t;Sb9-T{{JYDYP;f1>2UD;5>OqPi>tP+|G{TyU!V|BS
z-2g!Ojd=m)kIlY;667<a{>NFW-?Xe}TGodKJXH*sX$yD|7T}M+I9FAYk))87qL7y&
zmzRo_sf&@Ri}o>&@-dE)ue99K0+TJ0(2vJ5$899jmKCxabfz?gP^%|zsCteipw)i8
z7ESCTV^lhR4!>`$NjGC3iR5q=2&^sxw@0VBFHH#zS-Dh(1U)_f>gr-;WkT4xDtXy#
zHhNw_V%z%zu(6{ne<<C!$H5Cd^0dd13ZfbTK$8No&%vRgE){>Y@nUCav{0y9#h!|y
z&yvP-V?FjOt3mY(`E0Z5mw~n`dZ{<1q3{t1O;}@q*Vws=opj#H^)B_b=iRWw*)`Jq
zlnw-x#G4^AQk_V%fIH&9xWCsyWF#vLc$-V9TBP}6&CM0-Ag%paJ$o<`&Pra*W&ut6
z-}Ij~n+Iz0@;<(h1;0i`VH5w)f_D>g!|;)GPLm>AXa9DKTtxmW>yW@zAQ`Bbn3U{K
zS4Livw358v2aT94zkFB`27N2;j6GP9V-F7mI(>!DwnM1zjh`<gx0~>Z4NCAUz$!dk
zLA>+IEYx-7@I?+x4&a}f$EG9v>e?qK0vz4X%AV5pFSsPu8{L<k)WMNn!RTf(0oBWb
zl|`dTI1;I7&C!?l=6y9_(Ed&~m=ZlehMs?tF-nbww!CJ2bPUKXd)!A7ex)+B^76Y#
zq~3Y$Hj<!B4M>U9HiG&e?jE;rKbC%2@dn7JE#e0BDF#cLk8pXX8#gn%v3tIWlAADB
z5k<gFgv8rN?bk_$;X}G4sSQ}4*ZZ9P?z&$ZE;W|rKNS<HfRnR!t9>c;(#LoCX966`
z8kG{-^4~hS$6i=`(P-kYROVkyEK9exEVf1-`Bs6YXME=j@0ldeKEu@xrzI)0LQ&th
z*DK`({dj;wE-|h&S-dRRVHug)@KzXYy-XDTKP=`ASiSXrKh&8(y3tKya6--%$Epk`
zbB`)exp%mOTK!OYeu<;L&|T<m-ERN6MMQXl`h*G;&=zYnmD>!x&KKk=ajVx^9B7?0
zrn#>B=Tft5-8^wpFp84<T)47rb3-c6;JW~M3pqMJ8@-aiFI$aUNcEJs<7*Zj!l96T
zfb&aD8Q3_tA5Wknbi|SkzkwTJ&Ss_K%xGVm6_Stu7NlEBa1~qT0g4=@d%pJ8ijNSK
ze_>gR>K<ny+KT8MmYSUS#+h)L6G-GOsmN)>zi!0C!|}7?Cv#8qK8(ru3vZR14Ven{
znu>Ir3Ledu?2N14sPLXc$mJY=z2b9@QGd-BQ|(BRvh~V_S&lg4`EthIH|8&iTUxV@
zrzIu#DM}s^thvf;zZ=nGI_+P-A2d{DzV|NuL0T#=m9o~Tq1LEY4jEb3b7pjeer<|I
zy4%J(cgFOJ&1?bFpArVO8U1JrHFh<>>yK;s|8Vl9$ueL5lPweUo=!KPerG=OZb>p-
z0Ih#9Tfzi=wHHEwI(`|6@5uUvkTIJaWRU`>Tw3fcI~~-|uaO&(?GlFjM}{1$hRRR&
zjv~@A@>5<~xJPep-Y0V*GE~NMz@L>pqn_+U%CK;@#ZkY5i1LPsc0e46zcDc)rej{s
z#0E*nTuX{wx+nb8zyk2y-n=!i9(a;ZWApweK`2#9N7(mGp2kMG2fda*P1B%yqG5p7
z&uPlk9)i&o;D|>cGipv@GS7czAl~N~<Ey^l>t<*x&vIbE()wO}1Hp{~)q7l!^{JNG
z!B6)GVhzUm?qza|=I4eCeU|A@aQd%WN_L+4cTRj+>V9V`W@P`+Dle>5_<#ubYw^CA
z-tx~?kk^zsK%w;<i(g8;TP^61)%U?z+de}nJ3Tf(zRH5*H{RCkk8N4Uw<6CXeQ7H~
z0pqbtKY{LfYDvWLu?pu~7%SE~!`(B({Y6Ifd@A(J+BL%_GOJ{&_*d5V>Ib?GBo`e6
zAfYrKp*Jw$_&+0*Vb&Wej6l&O!6hNaih~w?WhS!&qGT(+Z78|G7%iRxETjL4r6Xuk
zAU=~9e$&w+y^#2jstl5_f>VIqf7Uxt^DL*@)V7|?)TK>zGNde>{B`Xo9#YPY^4&9X
zW|HcRcibsy4%}j~Xci;I0W+#UAht=IwXjGu>!U|(kF>iHtb+h)9|PjP71X1zM|>~&
z2~Ud2bf!s>!K_KvEd@0u3tlD*ho=@yG04)tWo3Vz!;wy`PR^`OuHi`5J?GoIuD98p
zzT=6{#B|UwKb?{Dl4}sRLMZ7S3kCN))cEY=_=MpcF<Reb!r<w&VaA+(I_C{Qv(a9I
zF&E;LqE}<pTm~2hBwUgdDlT@Od`Ws(_Wjt~;dOs{&s~G82Bf8tvhg!>bxob;PHofg
zgHoUUQK9#41Pf2l0Vm@Zc-CvyB5hSl^r|3uP3;V74DdIhB%I3kKOn(ra^OjvI9mpi
zNEtvR&L9zy;`3Z!gA{T}9CO?*9&JTT4DR$qH$El+!>TcJo0Fz4TOG$!2nhy#4k;#y
zke;_)po)a4Mn^e<7YWFlNF;TSB+wZs=m?<z7YmpjWc*IMG=?qPj!mX&;4U|Y+ZZfs
zO-VLNl6Mki)phw|jOPuMBcroi;vecu1ZEL2J_Re0jgl?u0(1V`AEZZNybUkd^{!FT
zhmJ&t+kL|!AqR?dZ~v!4I9{EIzdYENm%e+2kvVgTd=)FNqR4x^cdt%8y!8<r+VV@C
zkixX(otS@{z3P(s9OkI<?y_!P2cLg{$^r~rwv>(^pe|T~px|Z``#n|?%Q;@Nm#-m%
z-yqADbofKQSA(?@R)^c&rh36m`5!nh+ez&g@X(8HLb+uirkzBhMRAIsPc$E!dp5fL
z=V+$IcQX&gA`n%8+KJ9)Nnl&92Df<(v*e5c4lCuW3ADS+$blNxwHr~V3ZbBudp3`+
zZ!P8b1;?LMp2-{EJ*+-~;?Zq>;APGllkYmA2~4FfO{6(`L5Az>dZANs*o8Eu1kwtY
z^&pBovs^5Fmm>Lm!^eHn_{)OkB*>sA!<Nl*3--(_pj5zupFdb@n8g&%7lCF`RUBqW
zEuimTxkICp0%bB2;G-iP3!FfJbn3W~AfphV)riUqGIAPZQ1*EnHO-^;Z-Zwz9ab~<
ze8ZWC!L}l2&)wk8_LRl@Dwg%phL>Sp_L#j~jkcEKE9tpq!tUAQFzo4l7g$(p=y|4C
zCGOv^O_-;})yeE8%%c;L91^@fdEm;@o)aF?c-%WfZ3Q$4p?0`M08$|A_d%?daQr#2
zHte6wqjo?)eglzg$Ddt@t)Q@#o(RI)#pji<po70-eeI1wyET7VJoG|N0imb#w-CSe
zQw_jPOY&q8WHQ<wyw)m>2wdMcdy$y$aNIpA@<ZyvbJtS7s@XqO`}f|$Dbu^&kxy8E
zEZe(mK!)%%`_Xxmvq-e**YN|ONVS->=sqahys$RyKKLej@a?}svZB(j-@zjg3nud4
zOymmo*((OAw1eZR@APwTJ*8(czRh6H$fkdb$%vVqio_uQZlpRe=q(o<+*{r9OWzF0
z*i0>n!%ffb_iV*C#!T<z^Z;s$PxNRtn=mp2*{hAKrcF%hRxAfBlf#q6?|u~;bsQl0
z&tK%iSM2<9)sUdiysx{VBCrwZ>5ygRAoItHek)eHQOQy*%p*vg=J3LKbXHK$cu;Q|
zA(Pd=ScvW9Sy&Jlnk0H%D@ha;R~H>2PMWOg&sRjm%+)<2`g=rlWP};dInvEHGbQ({
z`~Ki>uFjE%%j9;#I(D*rrQvZt;(yK&PUP8TPjCf)><Wf^=Jc7!xW<iydX!miAQOpO
zj}8N}@!z5w%e>cUovRO;%I@&Ww!TwSIp17-{x_h)`4?ahWR2=iNoXB|1RNciHn_T9
zmy|RgzDZ@0Wt%xMh%O|~ZoB*F8yzJ_F4?r{IQ#oG$K1ES>J;@p;YS_NqVJUEBV%uw
zT;JLQD6Xuyj`R92$90_>Z*$<W&DNh|^tb!OGfTYYG5`;(q84$it-Er^)y8UDZ58cC
zmOP(WPx2s(01B?LI5;1DPn1ur_)w_-n0$etpX=LrcZ77KO1><-15A?+X#S=*6|8b2
zBTqrj-K5E+TMnyV;T+I%a7+_aTT&ZonrsWIm0JZuy>W>VGGQ^)>+{{;W$v4$cMQZH
zkjtPyyl-yfm3EOB$-re*7%3I7kgSV?(WUlaRX%m={mMaQaxxt0e{gjnLye&)F-?PJ
zZ*NI$s9id$`@In67J&|OegzQiqmoU)Y^JAz;s(-aXG&N_###{}=7|yM&5Lkzz9{5;
zdeB08@PbibiqWe@BkcS%W?}Y<GaMS=PaJSg96*b{&{et+>7=XROgx}LKRb+3Vg(cw
z7T#eBlp!SaeYfJuHT}HDf$A{6n^iC#CZg9PM*ec4?bPr1mZC;yCDDtOd^bUb-^Kwk
zx8mkzXWJ$wj+s^9uNFtoD*`{a-+Vy7I~r$>yNm%Qx<JIsaQhD4o*k#M!b?QdhGJ#A
z{o=dtI%c3xNdA$io$Pn#kU2+51oS;%gPkaULMm|q5RB&N?%{1<=Ma#`T}7|I1H=Mx
zW<ARL?bt3wXk0F9lsA;hmS$aCkr!&4E&v|xDj*{vkT=7>B^@*>-IqthF*fT!enSkO
zx|GhoD%iR4{?f~!MwT@!C>=r5fzXMkn{>-!{SBmw1IdFVh;PYaY>h2;tCJUaYO`R(
z^3vG^U-30golij=5`jixyi@?Jx$_Vb806`7^Mmxm5m0xQM+aFyhi9Dvd>TMUd_?0%
zqzn*GzJ&+Gnank`1ES8scjp2qqF^Kvp2cKHJP}R>R{9^6uoz6@54C#-<UsjeKHWUz
zCgXA~=koPbqquLJNTghaCw?Lxz?i%hD<XR@x8|digPO9O`>^?F6f~~I>0!ljOZOD*
z*nJYtW54dSYVpK}zfULV>03X-9UBD#Y9+lr9rn-*!`tlQ<R78ny+GH&li5i?<>JIG
zYnU`g{0C-PN{$|odk!Hahkh5__VXRh&S;SsX|jh>lvq!{$d5sljy{aPISc$Sn6Q$^
zHkHZRcE77#u0y21msxC7@#?nJf2YlcZ<$yW>M+&ONn+4Uc#ZJZ2>nOTzpC3~Oq}eI
zxJ#yV<oG3Npf)mR+w@2)7q%0OIGqJs@x4(FypM}mA;5?GA!ofOWxF?!u0N=2Q0E=;
zmWCI&;IN^g(3b6XU!m1eZF~*hW~lGuDqqLZb5zy=`Lg4{(R>dSbIa%Y$mhu*ZLY#F
z%XgD32j48WQMg1ca{TA#0Ie#Mw!hIEeJkfuE1UgI*PjO<_kTX-^h#2gzZnjj*}tSf
z{q-55LM@)5Z%8d0@5<PZ&9v@u_uyXv1xI)<kv{Pl(`qUrN#VF%Vg;a9j6(_HJu$tI
zmO+*Xj7>ADLmKF*!GNBNCeBn>eaS_i1B1rI(t_2kAKK1cW`&M1B>sLZSAkk6TQ~je
zUmBjQOdd7$pKL!9)y2qAz5f@fr+dZ@Im~Kuj!m!lc4PV;@x^#M#u#i}tuZ$%Wh^LW
z-1f+D(c2oTccj`X`5sd;DaU7+)0gVfr~NcO^S|3-Dbki)FIrS*17F9V7_y~(nk><F
z80K*p=5-J$wikI+8j;*-P7@?#s@kcgH=(8X`t_&xTw+uiK2*%#PcwXEsy}>&>z`Ma
z4+wxYnAG^6swI9YdYi)qj*{nvS}v4^>z_?MfsD_ACC6#*O;SnN+^7_PTHe4>FA$O=
z@E|!H*VIgm2!KJNKLmBIf~o+y4vB@fb0gYA^4k)UPjm^HIZ32L>L*IMY6hO9H`sV9
zzSY^py59-$7E!`kXx~^g;lDW$7pxyX?Y#SdlMx|&=5Bd7*QL`|fU(gv2MeM!X^!+P
zmx1=9NZP)~WBASDdti!GHCg;28c3R&4ETsc=hjsU2cv>Uf!?J6TUgIJ0uh@Xd4})E
z4*~QBI)jV^qzlaYuI3u)$j^!gF9gG6BDZ2ohNgDXOU2|3sB!u}<;}-VPnXx;xIMoH
z?4CWpX;FsF^M}I%Hd9Yy@4QS${L{@qU@D#isW*E3R%FdH*FS*w8CtBK{8_j()i&In
z*a_+VHkAwW+3&oolcHmGD;#vob;{2*O)|$wD9y+<mC;iFyd!1+WM_B{=%QU<;D0tJ
zk(7(Ls$os}CH=Q^IOMTPc>No(EA{EDY?hWS5cwo_Re)djII=wbPURWe<hrUSbv3q^
zxdWojoU3qMzFYHFhs9>lz8bjD)y&A^dYhRenjvY%<<Mr7gN6pqihqJ;On%R}e?Q~?
zWXAWn_)q2KpE$T;pA8gYm1cF+`_f}!@d9Du>8bbAGo*mQKt|LRNM#jd8bo@FJXDtN
z%_|?tQ>|A#Lp)SG&0tRG7r7x9x&QX$zPL2I>^1Mfp?j}#_O6}-7ZlC62}!LrL`i#E
zOE1&1qj(zo6nfGIb<8=H;fMeGp*+-s$GCdO0%2=^$N%(d`Tv+X@F1+nUM8wiMok_Z
zwTHI7cqO6u@{q=NEa>Q(o-AS$Htgm$>`qDOsHthFdI_DUz7}(H!(^<&Fk27vvQXj@
z_oOAZvTvX0&<q!bkH?ZIPidMZ97Be*u4)+1KaY{%tfO>3IK=B@J4gnVOcb-lFnnfD
z%y%geSF`d+&D&SC$flHgf3h%1m1B6CW9V~x@-&BoT;yAX6wBw+I6f0P#wd!H@8z6(
zkPj%hK6Y*Xr$VM=0oA(Cp=L_w2aTtXfJ4(!)`DQV7q?@zBgsdNoNv>UaMmK@=)r8G
zJhu*2b13hd8?cf^D7@QD<YyZqz?I<wgaWuNyLuhG6A>Pf4CI<Aa3>6;R-J+{F#F=-
zrnuVaWWY48*!~mjc0i&|DvI@1Sn{^!PwzOEh(W8@DEI~`8A}rDE1m~zzI^K&DAnS=
zl<dmR!mBRM(HGwyt>R-<PwVZiQ5*aSjI-vxSWU3|4gX2(`$U`mHQr0&e9URMGs#u?
zvHgI`+q-WM11}bT*<0!nGLfsG98RmBP-$3;o_f$|c>fKIApYkzs|zguE=*x~A?&u<
z2dAl2b5;)tyW4D0u)Wxk6xyu&cKG76tVsQ@_!@terR0#kXxG<_i4S{M&$^BwG-=0@
zk9UVF14E7;h51Aa`F4b+YH&<lFCMjWzf^OQzIP07S|WVS`x#21BB_ioT<HJ{UZt0?
zjbpHk6msf!#n~KHOIOBYz3M|tC1QhEC|U#w3Me|9`fdE%h=<#;*|4mm?pQpx8iKr-
z1FiF&!Na9vL;i*qxpjE$9=u*`Pk*5^B=&j*EGH_x^Wlyy*jt!=e!f28-WjB54j(H_
z6G+{2OuGEB{|_w7Q?~E;O!G7589IbjTF)5BvyP|P6W_3JJT<cCU&>4|PEJY945Hv{
z0VPHmCbLN^>3MvQSmGhie(f`+!+J@h#~+E(PtLigq~)BNzC|M#>flT*5(J7Y%VYkp
zQ15DxT3E<#yHfb|N=+#)`p^OPVcGwz?g>Qk74|y!=*H`4veL>*Wv#cpz4d%i8nFL8
z?R$J#c@s$ZZy3TD)_AhcB8_T9o#kJ8grHcOus5w{h!F4V&y|Narz4S8?boMP1kBY+
zX)9)JaRr4tL?BXd*ZrPsr)%4uM}*_^52%NY=OYSW*td`q?B`1l%QoMew6V$%zq2XG
zY6$XMDDHA>8TB`<!7B9f-L~bAz`Z7hSiM6KZk!TR=(}0uPn~NbIV1c{@NcOw32xjd
z>uG*2#hHqk_r>=wMRf`9%ohFzXVm@^b>B5xSoqP{<Z81%Ti+}~#EDduH1=>QouAep
zwYRg_y~-(i@DBU)ZB6(+$rn8{JTaNQWbahT8PzZusvx7j*x66&b&mX^qFPp#8LeOL
zd+PcV55&&A!xr;J`dRYSIrd3^>Ye6QGwO{=*C5Y`xn_zDWFZe?q7W4z!xH(EGAy8o
z$%<Gv8B=j8rJn9t0K6L$;uKHk5>MyxMoGDfh?&Gm^=aHow!@)*1y4MOKCS5)m?VV`
zz~OPE8<30>I#u{v(iGeMK%@Sl{_H{D@+XwwwPe{b%7!7!RT@0!oTpwMVaW}#Eo}9f
z=D!GQXdDlOJq8sQu%#xGRfHv303}1hn49Co9?#_?*ui9s&{deNxp3N+tUb1wDdv?)
zU$o?>UeO`#Xq?Rx3)7db2cx|r*T$kD0l&Ym=bA*KWTskAFk5w?IpM|XMt5zyk-gKR
zi~ZW1#(^&Db~o6V5hT-Ix}VV`R#N&}2l9CdE2^gG`xE#3YsA(}OyF#6=jxsT0~p`Q
zh6gc+9s7Qv_3{AcOmX~KxV^P}_g+#o%(f+?@47r3$I0tt@oJ~9{J6phU-eZcCHsZO
zT36wJ_Xu8%eAk-pqt(sk&+a&#Dc=hRMIims?Y3@0f`6G(ggO1E`havoQG7$iUCIL-
zqRd5#A11+tXV9)PXSww%?GUjCywm4L)Z%y_{YWvqFQWazad6k8fR6Xy&UqK6t*g;8
zr>!V394fD!29JP)RdxFco889gdPpYH$2PpUyAc~4r9T0UNHkS^-ehq_^hxfSowOl&
z&)&arCP5`_22$o;tiS4Yty&Q{FziX`3vNs-^0Jwz5J!9*2|>fYw7mb?%1YJM)R)`W
z-!$9bG@4nwJl51X)-<uwB-lajOvmF)>EleDH$^Y^(mQK$68zEyoz*Tk8tfi%bX81r
zk0hn{IsEF>HlSlbNfjCuVZCxYQ1;9HDy`16j?cskWb>4qh6_Idw-)+16JyDi`Y*c)
z4=Ow>K_n9=hb3x99+szv8J~^}$^Nu{dkXWb#FoB1;1B&Pc2s~PeFf{GiaRvB4)!=W
z`n3Cld<(4(M(hLDU&)jWN&CDBOz~Ls0E{jqjD&N9B^j}#=#LrQ<$gKF(faZNbK}d;
z<AZza+keDB7EuU)2K}S>F|q(m)-={#3|_xTQFxiS-|A~WW?}C{R&+#%hP^`YAFDuC
zW6gLhj%Ce3get&PjS;=m5@h|i0>}==#76#Zpi74S?ZtaQ;d7S(7K=3pL*GUpza&D>
z`vhHYX@^RZh0RYQ^pW7H*3I=p5tzRxzRGp#+Jc?63#|m;{$$VMMjynJ{IM89ShKOT
zR(tol{>^Ot9x$l=l?9DztSa8!SMEZ*Cna>)8{A|^*L@Zs@qYgt5Zh$j@eoi-luRvP
zS$AU4Q&M8Q>ntF%ketL(Hij_IzjU)W?9AB*jL4D^`~RsKJlOlf@aoj|$C+)jZ_3W$
z!_?)7XN_?ESTq++OawsL;DPP*SIC5E++%$m_1od~^?y$wGmcbd;#y;C>q!gLBnYEC
zS22V(Hg-ychM*4wUDyWG|0ga$Vt~7)3Jr%XytORCb)V^Cx4q)H`nG>gUNU|1d(mI<
zh{`kRpU|a$?0f#<g{AIiV_MoX`avZNwT~qD67nULEa}LNcj_bhoZoYpP;mPf-BGbk
z{)m{rdOSc?W)g6rucdBG1&&HaS$}{ywH2UmN36k$?Kd7Z`q-YLRWh5_i=j)ej~h0h
zm|DLaiovg49cM39-!Stcs(XTNwPQg^Q8bF%f~OD_+$k(5CbUtz|9iW*6KZ44^J|Z8
z-lR5bEoVY)KG(^=m=KZ2`?8Qg`Mj<l$hmI);D5HwZ7ZMbHefvMKaS7OoeEcbR3OVi
z{}rRbvaCKfnt1ek!QteFy;R@ZDjYvHK6D`bgk;XeIYq&oI3!Ed76@4IP^m~Y_zuYl
zf+o<o=!H-WEbE29(NcmwzA*L_V#fc&BYRJe5i0ReYWVb7<$kp>6F92>Ki$hsxo>aJ
zw`zBPNV3V!WXl-k{Cf9nev7)i#;tsEUpQ@_yqd1XOQQy<!2r|Xehj*4x@e}We{NiV
zn_0@GWcG{tDy-bduOht;_$^O=P?7$iJbk9ZXuAB}3{t5IOeO%PQkE%omF2p<ka$}z
zF(*#+PY1<3DJN|I0aRz-_En}5+|S(l8bneEM2XJ1*NZB_|M@EjlB}sg!IKedo*t}D
zHjKm4bo8vTX4$HSc+T17_s0;u2p*Q7fKJo-TQNa-7!f!kc${ap@%MQ|-y0%`VKDJ4
z;subFqCTecD_?xE)UX*BCXMnLa3@i>pb=HjDiyMz`@@lB7pqV2>_5Hp=PAP<a!jG<
z^bgMA&w^bIyp!z;a@L$^SVU%DZ1UFI4KL;}VDsg6^kwEoY3>a^-WAgMZ9s-49he*r
z<-(Fi!xHCM@?C@#7R|le02Ri0Z~fl(qN|nlCM2Pf$nM$lsa&%N9QABwA}Pcg3BE@d
zzmjuqgCCPtfpYkOvpO#t_M8n<cuEq_K->HIFO}Zx#;pSt|5?CR{o^~f*fQ*zzVjYB
zm9Y@V3G6jKw!z<ve%z145pS}vr*)4j)ys)Gsp)h~3Lpkx;~^8bHhwXNFHkqgrCfCW
zRHH#O%BPQyQaiy|PdSr#VQ%3H&{N{!$g~Hkn@;Zpbz(j;rTJ+H891#)GjYP69grf>
zys*G(<1JwvT>N#dINj&1Sbd2b>nArv9a0o>)Z;;%<*i<G^v<xJ<H(xk|0Wbm%ZS2=
zupJ!`)$0yx$STZHaG}cJd-f-L1?ta31#mY;N)nr|<$e0li!Zn7;%*mtB$a+maVlMO
zb&_%7iV6X?Qg+&sW0FzO17+ZUQ9_3h&s?0IyEvJ;aM56qYarmY({9x<sS=zOSOuq9
zJHt|QGtw`xAi(Ge2_L4V4N{MJNKay;hXo11g>~J_1qs&u+^3-6wmSf65B;I_Q-a9K
z?M;@9htzFNvOf`7+1XvBof6X3;u7`Zy*Kx$z=mj>f<l*qBDaE4dl{7pr<@|n`|liw
zgwqCVbofRj^JKc6aDLp;WidWaX!>;XMC2bO$tz__SZcg#NlYg}g58CE>B(==;nU~-
z3^@C2NXo23{S(V?YXHLa|1y69sa;9}KfRuDlV!@kr2vx^!eziOn#HGzWp%*hO8(IO
zT_jb6{A=y|DX+;$h?$jjfK?OKBb%D()3nYRvFa5Q|1eg<Ee@xY1F+m#`FrWRAi^Y_
zz~gp_^@>S!I{ms*++O=n1`NBRr?*ek3A}S}QJjVVZ|kxeBmj?Zf-0z%d{|$6iVdO!
zR;QqeX-{9mTH}y1O?){HY34f!?mnGAzOrL+kwTi5Fvz{rw9jKo4?jx(3$Z0U!f}4K
z%VOeP2Bj~-LJWUCeviWB6VQ4s_u1ch3E7UY7X3cpT=8)1I-%$Lb?vEKB#+u5IosKv
zRRb~Kb;mw(4<<c)f#FQNH<mQToyd!*-&g9t1v4D11g8ka$d*QpvLL#yPkF>CuM{59
zgD*N<Y#jrsY}(4bhTIY!Z~F}&dA1uUom$*@;nB$uOyC=AY}hfWsO=hvl1w?Ilv-jH
zTa}W*8Eci-k!{aP#tG_u=rX{3p1!hF?WwF1CV&3JY^~F3BiG#s*R4s!>O1DA*12}<
zgo_le=Amv-Z~pS@(kbrV2InwjIC%luy*n(gnDZncZAY4p&rv*vO@P4??V-p0aL8+s
z{Y;CuT^Z&b<VSjq0`hHSR{YaZL^wD<w|t^boIV~cby<yzr0GTwp_2g@<d*m)jJG&K
zK<7h&xO-P)8AD@fYnEb47A##q?A}u?yXI*(2WJUd+2HQ7Jd!$nmPkpf-0xXI+Ehia
z%&7G|U4pMWw*HFUZ6h4^R*JRbZz>>RjfCAws};<gbc1GF+xb}}J7W3A1!>x~K5_}S
z+qo^-fC}-t{w#Kc$IY}_wPXJ@9JO7IU9RBpW1c9&+7F<==s!XzT_4{Zt-``E7Y#@4
zSDQb?!f;oImk>n)vpdVnZ$P)P+sdB5)QUg(;0g=H{{l&iw!S?0__8t#Gy3jwrTO2e
zE3D<D;iYBs@oCdKOX2~dt-;gkvSj&ONJ`Ar>bG%wZK02izqhMtnD!$NUjySON{)76
zuY8sI{=A8JK)ac{_!p_T|Gds?ZYc4C(86^_t)Kt2r*qlz{Ilw|Z+;fKCkuN;51vL_
zv(6e7wQ{i>FlGJl9MN*pO!%e;7D}KJra4oh>Iy+BA&DoF0bnKm6K^)rU1Q^oZ(jzw
zyS}FmtC2gq|9Y*vTTLryQ1^N*95%#7`ldVNt#S)>1T!PqC<uqd#CDMLqAlG>TC_-*
zk@#>$YAzJ`q>T2wg8J-h(y?d30wA&IA>&R*f&22IO4I7$sAECMd#nAwd5{EB10)nf
zoC?}Q5fR{VzEyE`>uQTxYQM77P1AbjbNYXo@yJjjm5Q5wIRwhskGv!yByUSgBRU@R
z=Rb#cAcU(PpVvkbI46F~EkA{>+tP13F+08>!KxH|YC~9!Wqu~b5K}^Tx&aD-C-VUb
zHqt^a1u-o4ma0@Y9*OOp?24~@N1lxMS3h@TIvZd;!*vYNkSdq??#(L<y*3d&JaAet
zGHLo=>t*AiuHwV70SO{rHeJ5E3N!ruVbbX%C^2KmY}If>p<#He?tVur-@r#vdrSA^
zVE>Ny{~@{%M%Qw)ME^VJI-2eUdT5uLnKf!?6mN66ggv{xUGs3l^Qq73LT&PS_Wzuw
zew^BRSz|mTt<pbnz)yiq+NhI&^l6m)tEqc2@q8^R*q1)>w6A)Zrzi072!srP;K>(6
zeY|ze^Q|E>ro##}FW;1fJmlDu8b2kvB55Z5r|2dYXE%(i`qzCHe#XWeQAB@y@#M4+
zUeAw+8Q$3H{m0lt619_rw7*-<t;X7M7pVk~W%uQbmNCkw#oHj(V3WbxY4uEf4CJaF
z!>^32i(@NvC@nL<2O?!1PD!U8v{vIBaxk0<sqqmUuLMSPkZ^9ms#e#Hw4ZFR8y#s+
zu4=3wP465{ZyZhE+Myw{<y3;3zb5Az@^u)Fm^o2&Wx%nL*=j!@FlMx|kNyb$$S+L=
z?ztcdlm(M>qLIaSzGxxL(}HS6uLD&M2TMZW(Cq~+QNQ#~l9NBFIhmPrt<B%p&L50;
zR(u5a^hF=JJ=ej2Y|+n7mZgp%UlIGJ*WO20+KbX*&Aw+$0`P#3SHvV_Sx{C?;n5lC
zK)?nw?J%T)jwEb;(1{JHxFp+rbWwf7v(o}U?p885Bj12DJf_CR0<Fdec~1IOXctie
z5twsYX<R*C<>g~2H5oK+QR9+}h5$r!Mfut6H=hYBn~BqTw1-wf05%zLf_wRjO{zVh
z3zQ9)t2bZN_6fDxPPj4iygN^^*exOs;ZfiLX?g(GX%{c8R$}!5cG&D#KtR}={hgMU
z(4U_aZv$mbP+5bO;_d;i`19F%o(L?!6JOxE9=tf){=@%Hcx;1p;Cu^JD(L+!sIsQg
zDi;@OzGcrp2KB6A<I{t;md}2L**KpysYQjzv=<v>#nf<-6;<p7YHwC=oqp7HDB^Gx
z<>myFy%DEMBnoqac0y#y!b*Wpf5F9?yZ*!1u3=NveMFt>kq;MebstQIjyv8Z)gU9H
z3}Z^|xdS#R4;OnwN~n5!3=ssm-lvnchk1^wQ1`Kg;0i-`N@W%;gX&vxI%aGq9l-YT
z+^?Q#(S9QOg3HMI;feu9S!3euL9|#z2>e*3^Q{Q^G2(sYm_h>j>P>v)C+E<h*X&b8
z89fv;6eDBjeu>_-|LVnk-d8w$D=d<5%^9j4oZ^3+CF9-FReVClz!|BZoR$W<jB6G$
z#eIB?1mlYN)4rs3W|Jo6mf%P~h8NU>x*o=H^K$pc2x(wq!@y+GFnkV<G)#x?@}qb0
zSv11xI!Q17K$@VLqd$=~$chCy&beXksHoF-;7|K0B&_LfPVmLo)Qw~ORj$~$m#00?
zNG@traFj)HR&+JSz3i#Qa*snoCulXy3-YJ>&Bh`<d9f)hif2lXgQITBG+N_A?6Z>k
zoDjyO?a>q{v4jx1GLYKl7<X*PE$$VGR=@Fw_;BZ&&&T|nAXcmjiad(UKpZLsOgRmN
z;syWzJJwfi)`psY0L-L^5MWxSe~<2e{bV-!IwtfL<C`4~2fv>N7^USVjZX4iHS)fm
zrbWIV9v}X+Ieh6a*}cpDBFIf2=u!Su8;{u4#Vk^}&+#_<%Kfu=PV-?e;m()geXXE+
za*|vQ*S~)9Lc<U{e!i}Whw~FXa}!Q&k?7pkytEJX2^AD8&qs!}W(Ks>Rt!z&3{4je
zO@A7iP8pj1HZ&bEG@a3U1av?mP%sm1Fy9xao^dh~rJ}-vg2Kpo*PTggrG7n?MLm_D
zdKN#8@5I*Hd6@iEqK-ki^WV9{a_56=vz+g_pZU4plH=dTzki3P=7>qEJ2Y8vkx6B3
z`PoWDNdoY2WRz)+>hoOn#hl)S?0(tfTkkQCMl%HG*L>>OfCP@K#x7TrKM;(KWl+Hj
z*&Xt9^A0R@D;kR7T>2rk^h0zBRHnf-Kb<0BN>wDK16C$_55L1!rBF4j;ve@iLA<VT
zSr`XBq{gZU<%q#ianzQ#VBdu~{nQLuNdX|mR^=7V2IRx9lSQBC)7T=(|4>BcIdxV%
zs8S(0W2=y&!VRM*zf1>U3t-%_dGN?tm89?&l(YBxPwgB_3krOpe=T4&3X6(nQN2dG
zh?Qc|U66yiv4+`)b0lY^fS;{zvK~^wAPv<bx6N8L`DK`!DRLDw0Hb1fxd}KsC;S~r
z+#QWy&Y+)pefoC#n0Bzxl_A2Ums~XI#Ol`W5AmfRB2g)bzz$qTfF<%;e5Gk=s*I+N
z<&dt|<6>NqQTe(<4(8@#p&56KwuSskG>!`Ksv7dD(rIYW=`V|PxNYm1?IH&Eu3{wr
z-yK?O4}x4RTONpw=5#?arg20Vv?qs$4Wpw67{l4)7mz&YmTncu-hnH4@c6N7-nWb&
zi6y!96bCK(x!h8SQt{)+#tY@_A(+!Pxm_5rwZLIKMQ*wRU?z5;t)`FqKt&P(Hc)Y!
zF>;@IdN4h+KRv@4Vr~1i&?Yj5+Q>qGALyB;r!iz`eU?&Ju%sk;6lw>8aMDVJG(QyK
zQ$Dp3Cx|bO)8JGPWL@K3({Y}3<Wa9bbxbb|4fov!gj5xGRzX~-sv7?4x^=U~XV0FW
zkdgRO8-^)G5OxS6fsP@*42nPm7M$i>=e#cAT$1L&49(N03F+wxF9fo6o=D}E*h@Vf
zbfYSAk}{p}n-rd+l+f)P6F1KC5JrqREg7l&8l<?N_OFTIg)iT5MqUBGf@KnSq9_O)
z)ly&El2Q9U<DZP~uJ`T9?|U3<stMgs)da{3yEfzEp>NDZy9}WmhdOjGVk8IsY*ZP^
zCX~e2d`f(pz`{@+r#tEhG7>p(3Rt-o8AHpP4H|S9Ld0*=jUb5LumVJ~G7@%*Feo>4
zy;yd=xR~BF>M2rF0vA~>sgWV!rfLD{3U<63QA8INk*sWA4Ud8Kc*GX2fkZ*uZ#N)G
zK&XWaWiLac;)hl4)qd`nNH#OM8mW!=KBrL*wujcDyq6MtYcJ(2xBv@fUJ6?bTF)j;
z4|Ec$rB_T>w{%2FBfT<>I?Z{QpyZplPsJv#i?b($MBqq;$q0Yjp?Cf9R-=gcts1FG
z|Ga(mfu%**0K!_`(6CvLPawKxBbABrPmu3D2HuUJJVipd7@1@J)owl=Ui3<3j8jY>
zLoVN(t-r>2rXQ<Bx$-OJ27<D|6Gs~D$BnNG)0{v?U{_m;De|ymi|Hf9=wVV7#Z@E8
zELmI^tQ(>4L4_kdNk~S24D)<KC{&YEmmbFOt4|JG%THpC2QsNNl3>d6G(mOrM?o70
zw3V5-GieO_xy|<Y7+ydTLr}w!mierA;gCrbo44@jpYJ}qhx&=dNaP(uCaJ#j2(%~j
zA4fi1jir>}dz|$^P09I7%W19m7YX|Zjzdm@Lp%QsvX&0zxC+g)>YM<C{5gS<mHPWO
zoqxJ^zGbx7{mr%fU2{0Odk2u1p3i_#*B3PnZSCi4h$Ga+PZQ~|n=9r)lZLQYUXjtT
zLkq$Qek8vQgWDGKB%E&kwhC7W2_-am!f@9=D#JinqW!hcM<@a|pQjy6ieJmOB3%8B
zgta%HC0$FmH~F4-j{Ll=MEP9qX*5)Z5S^}_jV-qa?H<i3zPhftTyDV~y29GePlGEJ
zFSpKKSjzcs?AQEA+TUAf_5WQz^L9?e?fJ6NZ>7Q5l0W+~UBi75G{sHgAL|5aKJtL-
zSaP4cHnT_{nE$GNdGP1=SLQ?WiP;~G)irgFDk{Gga{jzy!v3UePOhsJAl;*=wW!_Z
zdGNV^hF8P5KlWWe8IuNPGd6G=IMN{}BqYT2WLIM2am3T;4#;Mc(2#FNrlXjs4v2mt
zm2D-9`AIIL!5!FhdIqE0yH<>Qq^Fz+uQ1E-7j5k?h&N$xNL#fcTYfqXMTXxC%mlr9
zDt=5l5bM<eA*MAzBky!Pl<Wh9mGoc|<#1FSRe8ekSE_SSNRHK?ZFF~B2g1Htz5|zh
ze~v=M{gJ3~IET0&7z^ydnnLSd+8@2pHc_9vi|Z&yRmDUik@m0TwgP1(a4O#j9KihS
zAWLdRk$jWoaF+60Mzt?yLT`)yA|8j9w9-F|OoTzGzzPE}<pZ6M@3EAJ0nV19P3XK&
zDPa#NZM>}fl26~3`_HJE<$kFbb6fh+vflBf7eF~=YaIviPv2e$AMH4QwX%Bpy%zpM
zMB<a8VEui$a)BPPe$TLsOpWI4_whlZ*?FSkMo7H=DmmUpuk2`v3N`nIXf6lYuovF+
zG)(kqn-Ly~jg>=fQ)GdnPGh4D&RDvE?VEUn<q@%~VdUJ4DEHwvJHxLJ2a^_+Xh;P?
z`rnDLq{aWjVXE|8P*q~|0=Wz*99hdK(Ro@{Lh>Hfq6jguUIQ_{2>$^6-7QW{B%=S9
zsD`+#RzQmgI}Q>-S<)~F1FqQgJj#+qk2MwjHr4I!voJJTG#M1Yy;$Y9yzbfk1cW8@
zeT7#X`cN+=eGKQe^_`!H{ck!)Lb?=$aZ_jm8x!lV6jzBZlTR_ikEzUWAGHh2W(vT$
zTAp`pNk>ERg?Dk0?XC$hk@kWc7B?*UV#Jy`aGdb-)h#D#en=9a^KYX&Z=<7aqtnGF
zBH;_BWF*Ysq|J#uA-mRaWV!ag#bk~u!3R#-a?m(^N;0lj!HR|O0OsB!QBLN#&`oP2
zLp5;E>lpKLf`o|L_M(=Us4&XLdq(@Gi<PMX;cBl>daj84<M{#Y!I3ys+~{UH>KQg{
zZV&QfE@Y|Z&~PQ@=c06Iz3<tKMFDvaE)p6xe}Ywd4PJ|t@3@tCz;D6SpAz}9XM?n?
z6+XfOK$*T<J0EKL5A)>1E^(Bpz60JHcX_!E^ARWH?6y$_pI9}*kxTy@;VelEP`yDe
zDQc~OGEnm(e_$SwD0ni35tBm0#W^r0Z1=W%%ra%;?f!CmMxpeAh!D;dUom&--dc@X
z)UCBh?!dx{5ga>B=>4N6J^Hw>!9Tw3|GM}kYXA4Me1qk3_4(<=D1dQv+|7z^tH`{n
zw>(^od6K$Zk)P}rHeItBd8m8j?;gIfb}(8;ba#24Y`}&$O<DkavgMcz;lZRGL)bG~
zBk*tQ-ddT@czc`v#PaHHXG&Ql4>a+Tp=ESMp!~pBi3D9rM6NU$VZ_nzEFlct>4M`T
zi?KG3gRVv=)7y%A4sng{vJ)RnQ*tG`oV%o6#JCSq9YtNMVJJ!TqagJ9MT!GYk!%x0
z(nUBG+^8W2mU>}a!cqDNRj>G0({A)+D<Z9;_w$0*<A%(9kFPSn)&DoRT+m9caYq(c
z=`ve{lNVL2+PZf7R*;W1Y;cQ7ZX;ISqpI&gaNTT%=oGA5P~T|R#%TGoX?N-9Yv$`l
z-jO=$?@})%vfV4b+7y?RR>)Wc^`-AV;n&TRaz34Ygz@Z(qFmqX7aB;&%zO%GBnzXg
zG7K$>S7{vc8i=<c>>~bIjq7hI>BvL(iETl}u>Wro>t^rcNEPs}itpqb;38ht=GMqN
z{4)V^uqyvNT22{*{S15K)sQJ7$bRODN4!T_TM36XKoYpB+OcYBTanvSu%q_`QXD|Z
za;gJc(HUn3N~A3%?_h5#5vyC=cx<3h&~e2){}QBw^<NYW#qTk2=N=`-W+Sv3pP5LZ
z#`;Gti5el^(&Gg9*em001ek51F-ij<67hIW3o5-^XnI@ytamC{P)r2;^SIK0Y(N^Y
zr|J#ncfAmhOEdL4Oz}M=CIHsq+L&0`-way;x<0?9dRu+J^k?ke&2@a`X7q2qV82>#
zCNv>tQA=d*Q?oDgXn^wrFBi#x(tCAc+rOA8-Fzx4Bo4|A4>+qyL)`EFaoW=m5??wv
ze}7Qx?*4#09VK3GbPp=<momMMeCRoe18of88de4uCMhiU&?bd;={=p&qh*ZBXl<6V
z)hO!jF}7G_-iXY}NXRKk$mv6pDVr^-X#^*JyD+zKH&JkhL+=9lqihL^B!=k1BUeWx
zBlO`%YwC~sXm7GjnC<@XGx8{jaNn;+oP=bRIFA?UR*Y!CP8dXm7_J1XAM{3i(WgR0
z1wX-beol0_8^X@jTb6YEN%;Q}m?*JuMv?>88BVYpgfSR={*9Jgd#prs7_=3uPK7|?
z$N5qbJW-;LY0R=Ys`(xOG4%ibXMoFAt%^@h8-K^2iYR`9Rheyjvrqc2DfY`*5)`X)
za&ncLmhkDbLD+;AHufTCTkaXQTU$F0xAqiHy9zT-93{Zh5mg&1D8QUTssl2^k}EXE
zfGON}3mq(5=wg^@(h#aiL|*HsoVW#D6@IUcoUiz}1)2;2r0Q@R4a<k`5Iuel>h8Kp
zOR3D&g1jN2hC4ZdhGEsh3!dIlk2SJPT#s=j;X$-vhjohIW-NWbL>;T_KJ32*xra+e
z^z)5HNAbemo35#3d~_&@<mH8tIS25RNeTvp@R;5QD*Rdq%>}X+lCd?B;b=fIrD;@p
ztlK3L-yIkZqp=Pn!a<!LE+(a0IR)=I2f>?*v9_8RC1rep+nA(P0Z#eRAhQ8ufTj3G
zw+^rC?XTHd#x+m}SG6cOl!ly`C8~m|$mOHf#}XHnBFC@a^gh~r6pewAxqJzEdi%ix
z>Ih`%*~|mXUKFa}1It2)6U+&?8!n8Jt<nIZfDmzl$U>vC+^tI<+YvqM9OqyLGjQ*)
zg9#lVg0+X;NKIWGfK2DF!B{b!Lpl6alG|q^fy#KGLwlGfyV7OeA;Cn1hEv7;a-@*s
ztEr2xdk{Y}qmyo=>-Z&0_sJUPlXpQ+puEfWyl0QzY%w@yC*(VS5$`q%Yks{Xndbc@
z!J&lJo1fi>kIjqkw&vsU7hP-!c49itiUJ{#N^aiIA^<Wc;%utxY)b3Q<{#BfPF~o@
zOaB+HDHapY)wMRtwKkm2$A(lQiiN|;ocmXG)>Fm7QE?Hhx6syF_jpX>Y_Omzs5u=2
zxjr<qi-dwPDw+G!t!|2D3R^d842Yhbll%<82gT!Mje63%tW(jU!W8I&<4DYe;IcS|
zk93rt6Ph%Iy2s4a{mk)S>ACVW<tdmN;N#w5TU#FC9yysfq^UP%_t-1s;_K7!9{W?q
z@Z}z(lnhu9tg|Bl2i8*0R0_8O?V3&kX5#vw@ijaaKP8DWz}p<#Gssi&zRE`RC=;Ga
z<9Jwpt=;kIr3=)UZ`hyM{x`@x;O3dtX;adgCq)p?8Eiw#<Dc<w@Io$M#co5ZmhT2z
z&|Z5LeZGfV$G<*XXWZqqGPT3jhr}<wk(%hg%40-fAMTB)C0$Fhs2-Ct_bJ9{999rw
zPYBNl(Ho89b|M5``ZybD&8sBL0D($VyBc8-Wx_5(5Wm8|MVoy{MzL<u-rgM$<Rpmm
z<RA0r$u2dD_C6dy)J1W>!<8qz%3gi^5wl8A!gX^$uo5@PAP17$ne8`Zmb@ibi_kVg
zL^F<q?$cOr#y)TOXogAh(<~lDUKb=Sy+qgW!@Wl;-bERwsunYpS9=Wcl6+Y%x*LD>
zzDwt=^_fuS*=60fHc8p3tK}*AQL(xcQ<51_iNzSLY@>oNzP2MSe}9^5`*C%M@Ce0?
zU7Mirds|{wDE!~Ke87ro8&P=hXW2g|7qJ{m7tsN9*ZA`h76Sf4oAPumb_I2Fa%qLS
zy0HQ?hrt<pl2-87*Og)Ttz|?zz<)aU3h^*+4&Lk@Lxd7$Keex5HZ1t&6v=SMeV-bv
zusi20E5X=5>@1I415d}ZBjxjdw>k8eJT)`+EBE+nW@NTtm}g~`WssX`oR({tmS&!r
zyO5kYYnU}*klI@N-P&CRJDYgb<{<LJL~IEdwp|?j%=sbbA}y6sSte?3nen4hz|JPj
zCD`MZ8)Ss7I;*i#m#Q+3cV5M&^l?~~iN`8#KRoCc{_He@g)#cN=vN_U!T>CT@kIxY
z2oH1$YP;^Tj}msPqjEICU!yKK<*K5ZVhhNdi1V88XFfL%PjOpJnBZGjm1Gmss>eZb
zo@#NP4slivRh|x2kNv^BEd>j);eDkYd?W}k7Bq=MlS!$9W;F^KyW9De8vg5{#)Iac
z2ohG)4;?f2ZKH{RIlC|z#1X=1=gREhe#^$0u}>OYJr3FYYey_YMyE>xCw|7&-K`jm
zev)^@@dtJ6J9yzedhDZlUaK3>pyyW?pWmJ2y`?6X75(eB3LYrLPeF!Z=q+k$g>);j
zMOF=&(?8}FPbNOn%T)4ov8;l?$@S$uy;x@<ZC~l>bT`*;jzDCF)xOz8^^2hE3pHH}
zk-EQM-mq+zNb~d>_p7I?k+G0pZ(@TTu7^np$#oqf!D!cSnL^Xdf&S6UzHdXf(yxXE
z&ptd^ll}|@M|Qve&uUu>#)U$<+`v&@&NMlsSe0N*3+HO=zj0ktdb4ooMz3w3FG~ud
z_^$9{hE7N<n-lswG@LEb=mkBws)8E)Hjo3xbYJ$DKnyH#W{V>l3orvF+`Z2VBQ%r%
z4E>zh>xk4-AP#gqPAY=ZV`LB}jq1pz0i&muaanh5kCG_Ps%Sw~q{{;|D>-+R1OU2z
z92@`wSe`@~eDE%iqUHim+lX`GRNQCrIm5r-Ifs6FWC7GGb^+7P@y9dH&}9k{ZSb>O
z+YMl<IL$BN;1f48LO2x-YVP?EVj44SWB5}TN)~YpnGq(eK3hL{w!W$VvuCl*I7`km
z7!DmF)~irL!p-Bzxt83Wi~CQrutMuCvpkw`sB<SH8vJ)Oac3}Le<Tvj^-4o&Uz8cG
zxnPnp42NpC+)tWu$afo%|84H|tqvGq@1DK=4_{w<waHXhS>Y0Br#qGFn!94Ya&^&{
z_)?R+@B2%6la>bmO#o8#tH729AMooV|G8uQ`b&i5*~rQMq6%=`iHo3=4?MBS77h8o
zqxGo3Y=?IjUtVI+Kl&kEGhUZHh4TE);R;n7-D~nM5|iI6yxLx>{;^F-@B+!cd{3za
zAI)z>t!=PKLcFM;5$U!Zt*EVm)~T^&dH<cmN7hUr515@WH26@H3p#d-EaD+=727II
z^Qi`;mPz^|zzT$`3SO-HZB|JV2FH=+x<;YqW0vMuqQg<}QBbNS-zw}IHyL`TslM`h
zZ~0ItxLI*g_jGsE9SIkG4Fz*zy@G->WkM~0z9Dq7;r!$BDCCt?`&`}0Z}-2Q2>k(@
z8CP~9+44aDZlCugQAG4g5vSBch!!fm&CO)yoCtPtFM6zy#Lkpj0Bn;ZChV%%Uh6GR
zLQJKc&H%iHb(DbOl72@Qq)ztwYt4lb&`doH%>5|!LfuUVvY5==WpDRtpd?;DDgsLX
z;TOFsD1|+G%s^Vvp&%YijfNPRTX`=f-a3ZB-+~EM?Q#d!7JO=Ozzdg&!&6Z4*Ykky
zbvPq-fw)tN0|!+qB|{%Nu&V1?(`>|<2zER7Ocbsg#FFci&pr49z5&zwpLyuO(v$ZK
z?{dTKMC6M|C#F8^?sDup?e<Cs+@Gu)H-4c1WZE$2+e6nq9eaTMGgYGZ;l9IZ&mhAi
zkv_6$Zz>-$bcdMBzQg4<Y@WNoq2Jr7*nyIO)CV0lzOdJf+8{NBZ?A^fXfBd7a8yPo
zZ?<z0#D^=bP9#s_OjyGZ4vg*CXv8@vF)Tg={|pBt(&fo2TiO1x{6n7jFBf(E?`mg^
zo`m$H`PawCE~r_dtB-eI{`<=@#}QQbRywA?a9m^gCwqW~j;$T{|M7IzQBA)88z+WC
zKsG`eHbPpuYoy?Zln{`RP)ZOGDTy&^lt@T7D2+5qr+{=zcZ<?Jx8LLUj~{1;KR9Ct
z_Uzox{l2f)bzO%wbPT>z7bNcjp57jj8E*?KCsCa7z529HX5AP1$$8CD@Po(fJi>-K
z^l0zy9)Yl(&?Bsps)DnD8)a{`rV?G3vR)%-ugVJcagB*XN3EDJM1?GfE%V(bv<q=I
zz%CF#(w~`q*Q2=;q2(1qknfRxyG;*F2)@o7B*d5X`>)Hyb_6EVYBfe1hdWAs^ydNf
zlfm|8{8c|{8%Ansd-F~s$uSOK%i=`Spv1_p1$pT11L+Hyi-z>%nf>jjrEFLw0KZBn
zc<G6%DOG%&R$1&^qCr9YK%DV`C*w;>v-|hVjI=4mgJot*9oZ$E6&0XYozILyRPT8-
zr#CR9dsQjM36MSHa(PJWQXwt#jErDS!3=;@jergSveF<SvQ>H|{7yqFJlVdHpHNJ<
z9H6&+i#s8O6=G~yq%NXXiTDB08xZ)83Xeiu<ym2vxL$7S{u~h6iaX+lSTG3siJg6_
zIlPml%irlSoRXsia_T~SNrV}rUQ=I17vnv}#zC9-g`J5U+ak;}XzH^8@&sF@#*frk
zvYgcgV%~TU=hB1O%Q1OpFKp-1wxc|_+Z`$!XFHD|=SZ`~juXhBnWY))4@53O!G<=d
zp4NGO#e5EXheV`ji<a%TO7{v)%{HL9=bDEAHB;1q-0~L2{xyZGCPpLiQCg3$tPvLn
zQHd8d+vw0N-{S?32uvQIXgUfeQ4}h=MH_>$cKmplPkeZxryn>@hj$$!y9qI}^x&nH
zN*U$)_qyMxP6>av;9Xl~{c_GysRrwNcGg)0`B%}x_q;G-vVo-!5#N(@oI^}F#yRFq
zIOdNiQ)i!X%s%T`hzNrS6Vy83vjR~Sh4KE0#H4oug-FCDsk<QWxZ98JA47s*Jttt#
zewaDb(+G5=g2XD#ksoy{Vo?ni0K+2!B?fd=oR!)&_|=0M0(@-eouiPb()y^V`}w6d
z6{SuUh2gWsCG0a!LWp9~d2m~LX&5h+cy=j+t~PVE-p@?~EGi6k<7o+u=7v73)r!xA
z-r9vASI4oW$^WK<0XC=&7BwnLaim?rKU`ih?BX1O10YYpF*y4SFR-dkWQTN!pBw0a
zOFJG?Qh?LY$l>R3RSB^Zg9?I#CPYQYB*w=@rpJVgo{DCaI4M{pA+(baMqvoG?>03x
z-#H#cNB-AxH>%~hc4*5!{l~CSV#aG;*<nMw(!1VK!uB=sXB;Yfkz!P2pSgm<gyL8#
z1@Dn4E9w4cY5ZTTK6In*^GkXX<wW)n2e-#ljUrB;s8t??@f8du;S(rv6O*T?ri(^D
zq6~#UBDNOnecOd_d(f>1O>7kD=THsjBLkC$@DRsS<gWzBA)zR!Dws7Um76ZxA1@i6
zAR6(V2!vXNG7$jv5VjND-`qHUuCC4sFtEAMrLw{deZ*rT$f+&@v4|~Lc-9DAV6T6j
zN9EARvs?oKcV@Er&y;M?9_>y#vKs^F1aQNUe2<L-Htk}s+tm*dk%&#PzbY&mV(xOu
zVb&OkPw7EHt)TrUqdpNxm-yV_OLEIKTSO7A)NdAhkn8O~M&)yGj^R3m_^{@CVl_yI
zGGrI+MAz?NW`FIsqmXcqj|ZDlh5cZi>Bua|Rm-FusP}Id-0VZAP|Ox55Ju%NR-}lD
z_)zyyK98@~b-1`t38rAgdn^zgD^J_L^moNU#5Ed4@bo#40!I!z!zc$SN6%AUrn6md
zw}BvQH0}lg!zOVr(><EiVL8vQcIIW5qiJ1;$KChw$10^iwbCf)Qk1(M`L8&XS!SrG
z)h&@dgMO}qjwL8Fsv!-Z@WUB~^@Abh`vQgQyxMs1%%irqv(}O#BNr)~uvrz-2gv;x
zyEIG!2ZnG?J8qk@h>2%@qhGUIPrdYpm;gU(N$QV}blP2#nhmZ2-BcOtiI^XWNrk#b
zIpW%yzUg1~4GG_uaL!NqyqkP@&u*T6^v!k&f7K+pySUE1H^u)QTRf#%X|CGsNp3K{
zsJPuVT&YOO{<~ix3eZX?h{~4pzwa;G+XMD;o}1&gel4^IdhGmk?T}u)zV6%^Q^2_8
z{9B5SR!0P%FW;V*-L?muuCA<zY=i486mRiX@n;FCNDvszhn0VMwkz^idxHzOZ+?Hv
zGIExiZ^n00R+_JmWq%_4f9-=^EdyY_8@282UV9ZOh<AU(ym4OGb5br#sle4KY+HzY
z#*GC3%D1|gY95~IMo(<rY5LIv<vjyKp`}AT>E%5)i<`ZesfP8T?|?M$Dr!bD*}LJV
zm!Q+G**w`vp5K!I`&ZN9Hxoul*P79yN(y!PU)b0i6vS&dh08?*iuq-7xfi(vQ>|I#
zYB0b<z5_5Bag&^ekrTWIKf(r`kkSNlYq<_;E3@BuC(OI9?8Z!jxT4JyWS`{|bPFV3
z1$QBaLT~^N`d!KLbEm@nyuc)D?6ft$xHINe_usq#hZr(v%5De<1r>&P#$(46fUY<4
z(-MxO5U!~bx8i&jw#g-yO~TkD<u!h)4hWrpH><`I2~LWqkE{s@J0My|_H`9JUt%%<
zu*uFx=7pd1*44Kc@1*Vc-88a(LINWI$Cf=4n{yj*o{JZ%NO313!VP>n+xV2{l)090
zF}gdTbX|pEGM{w}59k%`-jDJ>f@Hl<TB`7rr4e^|K0CFrjCTT9E9TOpy3`sSJtN0I
zuc6?u6T%jczciayK6ZY7n^!}Fr&-3Ul9l~P%W9k)9?OHk*Pq+Id~REXne+Nv@IKD$
zM0DWvHhvlY+R<7=H^w3A!hHE-&diy9*Yl6qs}WSRYTR3nqiEpatDzzxf`hC0sJVUv
z%zh6B??6d}tTo7k7^j!0O$|Nw<+4WQqAu`}Y<<7pxKnf^R?`7qX$=XjfrcWBH4u8)
z4V7Xqy@lfeAHXJr3>U{doy9zzNTmjiFwYNBqyp)v9jVZcU#UC)AX~_!h%&ek@_G!)
z=l9iB+ixp9`<n}Q5<$twO}zkM9^<U)GPa6J5JqKjCV2LtuW-hj{2BX4<&Q}%k|<l`
z;<@28eK!Iz!2~u+n#J}8RqBLmutlf8=CAy}19kua`qls@2g_J7a-d7};8jcN?6l9^
z^t-v~>siSge3YB>y|+%JUVDJ$rPx;y{xp(;7^hu=GMfmN6;*C{8SeQK?Y#pf$rnVt
zQ)dlP<T&8bUVNVHU&VGlS9(@ZZ_2grp(DPP<H94iVtKNde?psL*j875la%CHS@DSU
z(FP+3<$(0t$oG~I4DcR2X|E;j0W^jg|Hak|{llBV07k?@_4UBW$Sa^adu1}f0~SHx
zM#SA7gi#toEaLm%Vb{2?(0@Y#k`m9D@a_YcPJ9=s7380J!tY|&A`U`^aa-$IBIR;@
zF6DlUiCox;W%q^$OCe8|!xAqAvv1bdOTeRR)cie>w>x8D?q|zs-8P_gsT=XJ8vLam
zOSUYyC!Is*Y>2(GRg8+yJD-GruNRk5SKyY=vgQtib88dY?r^5e@2llP^KXVVSd)gs
zG?6nz`6TbM7eC=wm-)g<wE5CckC(2aN%HbJzyDz0+W*{QUJ!6CDg_@w7OEG|_sBC>
zRB8zK+FDv~CoaBxxNQg=tKDk-^ZwA;4EJ<rUQ(hm&}C!5_@^K;><(#YSP*$I8?@5(
z*)_v4g5Mq*kuoC?Xl(?B5~t5Z56067<Ep-4&+?lLn8mr`FZQWiG?IjpR$;Mv*fqU?
zKb`nTDhjb?97o;Zbz|oxtiSYwHS|MfHZ<W6>8L@GbfLtwA<*3vo(NWARpC0`PZ%3-
zwUgyi!y^dTNi;|?S9{w{WqG{!Uq51B#-L6eu*k>)^&3sCXIg%D?~;f-BN-Lj$#EQz
zT}X}2eAO?#66b;9pglo*cuE7jlWMEZ%kAZax@F9#_i4gax*Hus{;;ng<7P#(Y}wJV
z8O1?!Go$Agj}2ZHmJVp$|D5(;t=&+%aKIg@h#!-MTImEN1Z>38rf;oRzk;&dUT|U~
zegoLVrqo92Dw7E76<JDTsu$E6k{_l70J>YSU7a$A4|Y?eADWH7|M@un^W6SmimW|H
zBx(i2en>&)y*If9GqDPHPzjYy{UAmp*d)@NBD}fW({E21&>6&>sD9&d)k=5#<&6EO
zKk;P^+K+QnNv-nlo*-Gfu6nl6t$atE5VD_Tu}ap4aQVNBw6WG&bUtxNr4W!c(%-}V
zOqAm#DRM$240iA}*0!q#%1>|%K8287R~f}9YS6KUZZWWZSN+gJbvKXU4xpF_?dspf
zTDOpPBi`P<Mn4o?lpKDuQoPxwG#5~j&bJ1u<H6+~5@Yj5rrIVJ8$w+ZU0o7g?6Y3G
zCT(_naNi7*P6NxN-AFO`%IuET|MaYyt|7o#l{oPS;gr;LbMx8t#%YQjNDP59U}OCT
zJwqD`p#9*Ln)s^+p?PpIXG5qqqtQc3ahF#{s?oqMvoNVNJSpmqjwvYE%Ua68Nyf=Z
z#?euxmN=A#ANnuFt%qP^Zkde;bOm-N3g@Zl$PEh-P{wt`v3dMKN06l53gYAZ6R>MC
zG9m~AY(lxOS68UFR;Za3H&*Dv@X%JDp!t?$!Sc{;*38fdkRwCaUj}vz9zsn0>gyw-
zI(4u>%sopcSdEylv#<Wu0Chhsf9A8gYc5bf1Ida*Y>J$q>zLJmIii_*3vf+sGL??V
znj5&)0R<R@@rYc^x|Zhm>xR;3L+lZztBIBdkQ3(VaNUfQL*0yJ^AySoLPy<E4L`#$
z-FyJ9WVv`X(G}kAIn_REd8zDI0Szo}8UtPBVVvdvAxTlO#yhZzp>XYAdcO0WHFboa
zOF)6#|IM4FertwX8!HGSs)lJzwNBMQga|;^P!{4tMx5ns(UPWz$T4E%odTBN$YS$V
zeT9|Ap~<@^Xd4KcP1277qgW<TUXuwd8S?^6X$_>k*LWwLY~Oo>zq6G4Mm}u;@p*7$
zbB+vT_N0dr!^-tMmBJv(2TB?Wbm)^9WjsVGJt%GepVr+usxjK9=Z$KU7!X|a6kmEP
zW?_m8xna^yM!FSZLK4$S){9Hma|v+3f=_Aoz}=ae2ZuL>-vt(e{Lg%5SWa!^HgE)y
z2!d&hu@^XfF1IOBE+};hD=xwJvtkQ{P2nMqW{cCxCh$;tKdZ*Z)?YcAK~GST0vL$%
zP8jI4gX-b0T~p|lwS=zj0aAzvBV?AN`g~=oqhqMQV{tal-suI3gpAbCD%I39&1~VQ
zLoUc4kk}bX5GIsBMmOydLhlS^-&wnAc63dXOhBsH*7!Lr?E!$m@yDDG-}BV=tREH=
zA2ysCwl6&{EW2A+a<{OQq_FsitL%u2=ah@rR7<apuF@e-D4I($kxMd!3plj0OQ-iP
z<*|<{Ipd((d)({H$pADhCfp$wUe<GJL46Ev`-pMok(TF?wkUCznc$dbGNt@dPV=7A
z_-P1V*+`Pn)<AHu-daC*qFd6Z$BIha|9RNo?XH4;Vh*vBLCa=E_Y0-<CMgxZd09B7
z2Ms1=@8O8l+I;hv!z}`Tkm?%~X9A|%iak_LJw4K-YYe6XWrZ4oI$5)5wTdxHI^lc>
zEoz6af-2@@o3J36GbA<q-jL_4nebO;xBtEozo|z=BcYWfcST-&wAT*;1;9SA#N*b4
z?M!;bE@jrs1w=o{x#dIzLvcALklD@`;}LoNXbQW6>@GFj2CTOs0d^wIaGZD&w?N)!
z7_*I8gIzwphH>n0qjz8$qFuOlOgBuTM(k+eepQ;#+nUsh4!ZBwtB@TS$Ki`m$*i;@
zyLTj^Dq!||6>`odcHh?0aSf+vm@(4=?Vtv(@Pl=;4Nv7-_5$}G(;kEs>a}OV1w!M@
z3^*g}LO`$bR=l_y)2f5+G5frDw8P>!$lCoBxw<>oAJ<KsLN0soDEsI+AVmzeza+zT
z;NyY{L?7p|kWYRh26ZF)V^WgR;9SugDqK2oIZ|mI5QC3}x&{WBc@-ia4ZT|I6=`-&
zwfy&z4z!HS`KOjD>in7P)O}9$37L5l1Cot6E*|p8*H>%|cbf@3pY_<Ow_R!TUhDgS
zyEsjfL^d5SfB33!vo>On2=pc0>~3#sy{vR)_5F4^XzU#%kGUdJg?>f8!(&<(7)1CF
zA3;{I*bvY^F&iY+bJ>o&T0&xvrz=+$Z`ZIDu88)N)%iYeg#g^Py6ba4+%O*!`Fqma
zvQg{wM+WkCw|-~EZx6$`qub)MzPc9>0B({z`(jaJ{bXa}re>yQaUN555)(R6H@m)B
zJn?Zis&00F=;~da@n(_N#}^MP`ArOro2pClYb)$t`TcIVn6GdV&tMq$eG<_d^*zkd
zMLKer-u=Af$#mpyY0#HWF2sw#hIYU3(ZwkufgjmAJf{}=v_n6R+zEmD!swb}yl>3u
z6SlH%5<7MH`G%EoMEua-zCYg6yBkHWJ$Qm&^@v*iipm?biiTFoO*Mmkwy%8gfKyTx
zyd<FTA_aXzdBw^kPNU=*uXL`Vs;BZo&(;uH2N~8NySoaOg2DZZqtD9jT~^#ZEg?U@
za~)(GHbzG(lsjfGu!=tLjdk>Jp=5ffDBc4f`=Wo!3v7vpG+v!OrwhM(4dy3|>i8Tv
zg8Aph`=bay5Z#vj<U9ZQ-7H75Dc4AS3~>Eqj`0wo3u%BrKj{xRmz18~VU>7f?NvA~
z5d6vaA}#Psn6;&md*}O-C(P219Vkr!X{Jfe)xv14cRu0a`Brhq?(34yz3rP5Pa`$J
zhb~)Vuuqw<=M%ptFW5cEZrf(oOCXsaaCFgsdCE_2uE(%x#1dm1^(^js3!h~R`}$>@
z$DqIYKtLv+f95}7S5JElJnt`DBu#e|a@!T*8(pw17=3;RQzgUW#vBHdP|1#qz8?N&
z83YFW(3%Dp#?Vv3HKx)UJRzaZ92;yNF94G0De8fOtstI_CNyC{l={Si2&Ox(Xo#60
zFzA&H(sX}0VRK0>QkL{Cu1a38K~j=o767*X9B9y>a;ZUz#QEX5Z-I;Tg{dFb^;OY2
zo~A}xo|+oO7pzEoM+_VGX~dRR4Gv%<!vCJk`4Oq{oA2?9E40o4!nr@nB!i_vM*PJ~
z{jrnKpwI5uXd8c7w$^9e+mh%Zb`oMks~}|V2v}L+YJ|BT;Uis*=_Ww$6J2!88VN$b
zH_Qw+EcbmGA8ngk$qNGxLI^0<+W4K8NrVa3npx+Nw*Ree*X8QGwSJLLO2`&*w7l5=
zo1cK<YqM0KAT;7+QzfZHy;L-UAYb@W%cJwUVLh5u^SKEbk?Qo|;44cag6b%0>z3+<
z^NM?<D|2<5S=xikOD&i~v!^X9jVB=$Wr+P}r;jh2G+P-J)JS_{AHu<34j+Z7B0#}6
zFaRAGSzGFW{9#!FW7n1=LpXw9I`W!tZjP2F;jq{s|8L%Z=zd&pTnfOs{#eNQUatR;
z4Mj?gY?8-7&oF}7>_^=pJGuy;Kby3)PtfidY-7RYC`%)9`{=J|4}ts6CTgMYaz(lg
z!a8vmbVg(ls&pUvDSJb4W%zHa<i&Z=;<tw8U-MsFjDcPRnGdi0nu)I!gTubOy4Cn{
z_{&ZXBI#E4m+c_$@J8uL!*fK{Uxu3Y!~M24K0iOi!o3lEVpZCHFatl;)mp7ZtFc2B
zP-bn6hdZ(syh3a9<Ek8|%NU=w)V!V>?4SQ^5~m6{g5t2z?*}P>=05ytI|^vTj&TEf
zE<6;YGTHd~y*;gDX5K>}SgN4l5lA^GOlmGxKjzI5WOQZ+Rz5iQJhAnwh^@V;({p!9
zCqWsHe2JIgmAa%B8BBGY(r)5Wu5p_k^*mR+ctjL+3hz6CZsrz17|R%s#%BhZL$Al>
z0bg}`RhgWl?n{y@bilOZ?W>7+!um8HDY@OX-uwdX&wUx1C`BN5PzivObiUFkX}&4t
zIW)8#DG5KAJfE}QuN|3rnWeH{J37O<3abIe@7b1i{s38Cp_&b2PV`q*@JFI|g?=*X
zQf7W;8I7qU4H9D_lTRjp8cxjUO&A*J8$U5L(l^ZhTue-EvmaBESg6B*aBs;BZYf`s
z`ogaYtzpvlAC&?ogqk;t?pmAGL7Ku`5neI&QZ*d>#KKl6Hwqgp{$LLd@N_BlU{?cX
ztw-oTKQCK>Jj1jBIVkW&KBj4w%q#EPG1bl>3rzxq2C1kQX#H3yNPS+|_fx$RIk%7b
ze{0sG`^SgZK%iET*?5uU0jH8=2!&TcZ{Ya<CIk41R;pY8u6y?*1(Na<E+JR7jYeSz
zbBW(Dv*Ln?;?XF9n0g$+J1_-itYj5PbG++O*iSzG@Ng*9%S4DH#6$2Sc{dyiu<>xJ
zv!|-q)d@gk27n}sX3j>Jj2IHK%ZHOolA~`|ig(+Tez;VW{^ETvJy>T>vnNwO?By&{
zS1DR;dxa+8`^9ATi%fQq!!NMBK<!(iZ(L$pWx=sOn9$fyUi}F2bYD(WoC;OC2FT8p
z<xY8@hB7|C5Y~)DXqpOXes@YPP0DA8q|AR^5#wM|=J2e{f%U1gScRbmzmY>^cvMqT
zsf;SLj#Q;vN2OayMI}PfVPt$fv#e|@Jk4Q9opE<Wa^jSYgqRQ^3Q*`F*N^g&dnulB
z8sb~C*y~<_HLmq{<~znywpiDYN1lY8vB<yGA3~O7s2OZ<u^kX0=}^rsh|Ni!G-s|f
zC$vbJBv@Ekj|30^iL24X5um>eY?w5$M^}<+H<Ic%Usdnase!$EKo6rxO#yS9{#Ddw
zgi%TStBDRok8^*-(#QMY>+YG%o-Zw%%fY~C!HtV+EE0PKTZ6sHc{w1sAFT@jm<NUi
z*J;TE_?YhKDcsRX&9-qE7X7nRT5lVbDKbka?ZUnd?tr+d^1BAOm=2a{np_hO0X8*<
zvH(jHKh|)Vlcvrzbyj&ehV{}-Z6>egEaYVgxJuVJ0dPOa2y$bf?d+1|^|V5WxAp{q
zR!)Ll5*%S)bjeIJpjw-d@jy*(jN&Gw(-6D5^K@f_<XVMj3kI0#z0t~&&6vi9Pp85E
z4B4os7E&gKvL=Odlcl6mzz={kOBDr^^ggrn@8dns(!Y~v*+Ml%0S5u9UOx0RCSHhz
z6{bA=U=>V7fVg7ZQ^u~oZ@Ukd3`LIFT%jAE1;I@IK?k8oJ>by5kmDN6_`nMC9~nmR
zodEFn{Bum7>E8LLo$j?;U4!q7^W8Vnlrs8g1mfi-Ff!6K5*LCbtKQ}cz?G(n{%s2k
zhaHCur&CjHlq|Z<RT7IzhI`Bn7R(LMs+uY98@{Ca14&3jo^~0DSkeGdc|rquLMr)y
z9uwDw<AXU)MK~EskuE)h?s)ZeE(x)wW|X4IX}JqOl#h{AlW*Q%X$y$9fKPx)0a*o#
z7YH>mIre?32#+A>>hJ35U;@BoIYF1~(!%fjo>(%^vc3JM2GjgS#m{t}-q+Hn&@!aa
z(xZtnrsU=(*|b02vO9TcZ_=;zbya8Mv95SZx^u5xLdg_|!CquU<Qd48=S55W$Kbq=
zz~s=<_HohKky1W3lf|1UpHC&9T~tTYF0*h*>fRqI@h|-O1M#f!$xq_9d4ZvTHG(0S
z=7pR6o7DcH&4Hm@iYLJMoT|0<hN6&K#qhl_h`dvg;(*7V4N4rVdc(+SLJOov(2<Ak
zBHDFh7nF-J_)G+(h#2CBWDl~e9KaL=!VFia&pfLi0Z)W(EiNDT4w@m%vgWUkI*wqC
zCGw)#aJQT86R{j#^qRfPAcGdUa(E|VOh6JG^E-MchUG*oJg4{f<t`8o_2BUN+j_Lz
zn8Wr**t@JX3`FHioV8u<?9SuoQpswgxDU^E+xJy#i&X^38g0OG)qR$u$b1~C4OG70
zCl{R5vbomqo<ef9&(gSCA#>M}4EIep7-?0+KgXJtr@6m}S{PbeIQzKQX)Tdg-Ot3b
z(Lg9MUUa#`ZI_6~<i6h;;_5^Q9UiV4tihM{4yCqB=&$e#KwWu+4WB$aBEVSc*dJAW
zgF=L)U1pK5vBae7<9Ek}z8BN>o_y1FHA}!;+K?^Wzs6%rxa53hC%|z09Q61KWm@>9
z$oh|-&uE=gIE@96(o4CGw(gCZ8;&_fM4<OV8AqWReb5YiGX~iUR1KFOq?^1sKIMpZ
z3#Nf)z)XLjp^s$(Y_kAhQS;iDCpK8@3Y>N<B0}}zC0GCZj9j>+dwy3>2^H69ri{_c
z?YG)nY47%H$?B=KJ*ls6{`2B274X;AHIqlu7HH^3$3TltI1aymc3+B)(sg!0{vPWc
z&0g_798O#bJX##hX**e%mJDpZUarhRo}Fe5B9_}PCXK)1&H>S;?KXIGK@f0Cuw+6)
z{jVrD2}u!{U%vzc*)iQI?YNB$K$BQHL<D<XVJ~xb_dbj%_}|`MKF94WfZGE-X=fr1
z71~d>>UIBE2I6Q|(U+FEgC%3Z_VbB8*OseeMnT2fBkUmUa=_XU<Iab6H)mYh-vD%z
z<VA%A$(6OKiu5Y_Cb+J&yr-sac4BIG;$!j2)Nbk7xB2qW@Wst!%v9I|(?Q;or$4DH
z%J}BSOd6{5oK;lzZkpDOl6;RO_=j{~|A=zcc&|LIX5{Z?T8Dh{&D%20J~`)AdWuI>
zk->yq9|xrG<Mqg%rAJ;+Kg3dx>5nlzW6V2JI2CuhiD6tru~2}!wM=q`$huPk`+!X_
zi5rJ&v1C6ONGthgR>Q+}z@b{#YCK!8(jJV8TL1@;Jcg>fCMYmNy&uQdQ2B@;Cn!Zd
zW1S)mG$i|o^5?#H#C_qR!UuACQM)7kqG{ptH<RAE4D~s>$yC(^;4v|4MLi-lG0#l^
zl+eJnf`ApN3t__8H=EW)9lyz@;Z^^iXD#byNV8``nNgQHJ|RL?HdSptBYcjI$c#QB
zT@Yg(n0uu1t<~`pmEiL5omc#lV+9-&Upa;Aq~*PySPq;dlqbEEe#Lt-^OOb;W%Asp
zu8o1m(%?x|K8O9|z;|YLHY#u4su{Xjb_AbYe{szI;&{6K$!}!Xd^LUJcWgay9K{9_
zoI}H5#Xa{<%E{a+k31@lvbqOgn9Nte<F7@;HLDxBI07&5$egkj@2GnKgc$MzB!X0m
zh6kkiw+<bU0JX>k%>?hH!h?spvWk8Jv3PGf-g4Yig0BV_e_}NUHSU^dU%11e^&mg1
zAn>^K71f}6S#26)!oq*yi;&-4K`-+&f#$dY{mYHK=)?{ns7Gto6u6NgzI<SVwn~p{
zeBh@3cXz1h1-@OqA99O>Wax+R5Kt(q0eb@=B=ZGDE>9GdSH5WhzpuCNK=z5@E-<9T
zO)lLpk^L_bKhT*kVksRqnMT_x%|(LgZaS+HUxg)@Vy%VOU@doXP`M8`F!N41L%(Jr
z)CG#)N1ENpQpbpti7)<|Jn8he;{or^!o>&eE&q&tA_;0#mCITEt9)V*PZzO=1zV(I
zk6)$snMDo=#AfB;G?x7K5r~3>0x&kWwG=a7kIRzUc+r0U{qV7rUN*-0<@|Vh4AuEu
zk^9F0&9$(L^&OhzC!qY3t*z<Gay+6ZxcU7;$(e@M#=tc*#^jb(>mRa=DSrb_Pc9pP
ztNS2Q(Hx%upS0(T3qMgcZ7XFDk^8R>uL!sT*L}KXS3(4kcYXz<BLWQ~nC{@*KAb=<
zl|(vrg3RT7ag7F-*|MHHY}8PG93BY}PV;XL2VA{)IJbjk(?x)SvO<0Hi>k9)eEG&7
zC%-w{=0}bCMoI^4x>o7eeV1nk*??Y+Jc5E>GW$Y!YC&GPN@Zc(ACYlz7<rKYY~aS&
z#V@qiB7E-0=1nK_Px6CrO|G)g2wm?>^X0jKyFfu9fYD!Gl=(G0Uuyk3@TYCm>tdZG
z$9d(#+I8o4DPs(&gn@iS0?z5Cmx2{)KZr^NR7r?U;LxLg0wE9F(!3Q)+(W92UBgTi
zdT0VYj$ZD6)6_hRXxZw4Cp>`yIc<Onbzx-x`-{fPlXT^VBLH+_m$VD5)VycPz6m2H
zP`XCfmjKUI3q}$Hy~)+$f~95fM?HuGe%*PCw3ebMIMlB!zAj)o7oKbML*66>=NvG;
z7M@@5{(E0~)CWm+HLi40-CX7Z;X@z!|2%4Rr(R|i56hVX4d4<RWRJJg=J`7y{XG6<
zK=&g5=qwOB)}pFWMB9tDYGWV$`LJ_IVOB{<*XrO!sl8*aV}4m-WkG3CNq#|I{^!Ed
zy!_Hq5M${2kfS2JP!D7y2PO8UPxit)#al(GhKCD$AY?c$#t;fCE9z-#L|V_@ss8!;
ziVw504ts<hUU|MUaL|S5;sIjWTM$w`f){IEZT+LG*0+MY*n(8B)iC7m6?lfA^BbJy
z{7g82nEfD?>{8^xD9mO@t!01K!tn%3$^ES-`@Cv~^n$ayiKj>QDdpuw>Z{fGKh~RE
zy<grVGA&?U>M=<s3Fp0!9x<@osqvODIXoKkc*O2Tx8aHXbp;NBmJ`^hg4Tf!lM@}Y
zEoRv*=C5!P9X1l>2t_Gx9x3n1Gj6F%?r&!k&={rVM%|GT1i{)YI~U0TbVy`cwF(nb
z3&II~jV|d(-EVlAzOYUIn$f<o!uX9vnTU7NP3Ft=k?6OX^Jh%yWCy=ue)A4H|M#$*
zl)vJQbGeA~!^BR6l!>ZT8dx^%TAD%7O~{QM6Vgzh6dv|Doo5YZXisYBNmM#dVDzvp
zO6Cfjose+NuNJI0WVk(QNHb(eF{EFwN<9r!c|ILr5KDhLke>XPU2i7$0mFW>BHR!t
zKOSwbNN>t&3YS-cixm?A|I^S6+e11jp`0g*sSH;cjG*<^0F=Ab75LSpgFdP=+Iy2r
z+APlnicu*<t27i*6?;w~S=V72*I~3_uzmrE*QJw^2=qDx=7pE{4)1qI9OPj&ia113
zkA#3$n2lIJZd?)Ig7WCrR_G!Xx#-4JCz<HSDDRIkFwe43aU>%+)XTLZ&9fNlCFI`)
zJR0g9GGRmZ>&zx+%xYhO3o&fA-jBDJYs&v_NrPdLNRxTYz)7;Paa~(O0yo@YK8)0g
zCABVU4QviOL94|f;^s+HVWCGMp+MGcY8ND|uMCdt_id0nwQ^+eD!)kLuw98l!MwI>
zk5qJNoCNbVeycfM6}|wr_5LPQwBL9o6p0Z&_<;`hvRA03DwkJUXZq^r{a$}IMqY<B
z2cQ70>5YXm@RGr&N)bTTQ>SH|4OgxUEzRQ@8aRxy+~=6=8ZH#QmC<{oU2x5*m4C%4
z#@!fq&?t20sDlG=Ojrd9k%@>Ci;Z7OX5Ry>-hhJALiSc}yos$7F~o`?OhPym3j?wQ
zaA}RyL$6?l2T4Y%SYVi%(b^%B|2z+l+>SP#!YIDrDGfye5m@^Yn+Cae{!OJ_#!v1S
zm&R9ZhRDF~(NZ3Tq?Pg#9N-J*2^$%x=Y*z(7p4``*!-8TU0_>SVp|xt%eFlqk^N%m
z?b*;<yNtd4jHrHa>)a!bcOaBds*6*xtDUpMYo{Jj$!)VZ8ZuPJ(8L5&7%d#;#tT>?
z0C*XzWc9jJo$iqEc?T`=RWd<a(&w-w#U2D508!BoOJr2^g%m1lM^_d*N~=u1YYIOX
zyZ4J{|7qfMIcLc;ZNuvHTpMxAx&M^r{<Hk?-|OVh2U?nG^aLYs+s?$=rl?6vc;rfc
zXbpYl9M=*{ROU?m@4aL^gDZc96-R{?_e0nIcuB=?95*6w`km>eE$F40>7^giOT(cY
zOs1X;;*RtnIOrv7kV=&o@q<{heC{FsSTd1Bc2UAS0l-de!;6+xV@s4amr&+bP6&ev
zcyPYaxC4jADFfQ$r~6VIY**G&w4pux0OABku2unuk4GU@6STG&n`_~_OHdIA*=Uf#
zMc|7cC@U3p0+bas6e)~d8?T@^aH5SOViCa?_Gz=#@~G?{{Za$rSS+)#H@k!3$)xE_
zf}M!5+$auNoafZgzX{x7g>a-xu?%+UVF(LF(3W>ixF~<2Ozm<w0;cn~I*t7jcFvxA
zvg@{x|C=(>{!JOY|6->Ac;_d^0mo#WLGMl&c;I<nbOL$%EHkZ-`q?j2sPfx5O`H?i
z1@Y?{TV09UJ}bK3H;MQeyOXzxfrsxgY46rkV$+auKFA05Wnthw$fYIeHQ4_%dw#rt
z*W#l$R-rL|RVpN#P6rya7I94E41a5S^zMo}TyPiJ`k3F4p|2Ql-I7(p&c+9bM<Lif
ziofjQXLqh+V#KI;((nPH!g_r}`lO786*`oXt#{iYBtdu$K3;osU`!INC}bAzc1z)6
zdqB|4THO({DRBhkfN;HW{WohEAOGBhu_XChRgOL=lq#gqO(z9(v<PG>oL$y>QK}0O
zlaeFlj_Gks<mA)IDJ_&@J^=^ZQ?qqZ%g)YE%1cOWY(gi+w%0!S$c1>=U(NQTxq!Q=
z_91R}d&U^@y5+6)C9P`?7P~<k*myFJeBE}MGrDp+y7U1TaClOA3DotiZjS=;#c$Yi
zY{oVa@q{_g5Ddib15-x3zbC97`0S@bv1=KENZg-aEA6;sIFy(sNX7qh8VU4hJO_fF
zzv8)WXiYV|8jO{8>=6Dj#Q$UHe_z$zLqjjPyeQG*ot!*h&E~zL9W%tp!oq5IGMBn=
zEr&xIH8#Xz%{%_My>s))aT6hi_te8JU;pfkFX5Vyzg)e);Leun)mQwz4x<svn919p
z_=px<FD=sNcP(J-KH27j!*T<Ba3^C6z`*kEWOc4{xu99{w`sdG)haqWnW#cszWza0
z()I6`jTH|}UBsAQQU@0Erdk+CRete#Vmns@oM8Q~-)%IRe1hg_;<a)%F*lZL7jgA+
zw3F;dXZFmLf7?FWz1ciU4+To(KT{}#<z*AGW)pR0hsE)R-WsWbJJ-fi8J5!1#*$J*
zYPqTEx?7@Ju8oMeM^eqwB+JB_%itB_vem2)3uS~`WLV2Ng$ZgR(nF8-eaHhN$iGC9
ze~Bf3gi|9FW>jt96vm>ZMsOWRkYo8hchO1PACcu`BH#A}GeO;uU>QXPj_{}-=<wa3
zCXJPSAy)zfs43~Hnc9bR%^z<XZ;Ev(jda^_BC{gSkV_Lp3^F0+2gC7Su#K9<9rE!X
zQQg0i-MXeYVeM1LJ5@<8QVB;}q-VI)M0*A&sxeixMo^@FAD@q=_BQK)%wcuH^5PIz
zKOcmlSks=wiG1bvb9Wj4ZvcRyg34c)SWcVQ=jYj&TFkBQ=U;F6)<)MholeTsBxLB@
zl-eo-&Jo>faQlf6uC%}7W_E0*r$6?E9!z+tMEKLBgmAei>nC=BD)yOn(V2F>8P`Xd
z&%Ik#hJ0{yk@y~o1hk((f;te3WcoG{**Bh+LruX_bcd2DoURobgqW&~F34Y?COPV|
zyBnDK20m185?a%xLTN#2aH0FB5U%D9={V?AUPuQe8G#b5h-6Pi|Gfv+tLTQB0#IO3
zdeXHg<vYh8(lSSoTZWS!;-2Ms=Lk6Tt>sxBCfLvldfmMNWGEn39}5$M?khPzEU=(U
z+LLwvJ73;*lPQ1C;S!HHUe^GRji4>Mt+&PETw0bJQ&rD^QMu_oF$6+~EK;jP1Yi5=
z@OLAI?5}{E95-f+Vr`Ozd>#c7{cUZ<(lW0sA3vk_VFv2W@O1`iT=K0hJgzQG>ML5t
zJG^ly!fh||Z5I7+a#A3Yh=$|(o(jCC`)3ug>QHaK)LUys5I%{GpXtO%)W;<w$JS}b
z0P#J)Un2CNb+=b*)v*bQbmrNnVfiT1)BWc_su4f5qVl1OUjTiRP}8#c-094|^kI1#
zZe%{}@Qc~m@(mE&XnwP{y@gzCI!SaXLo6xrL!WmMpx9#M&FDzhGqAt$SlgIq?^brb
zCv06o2}{-OaB@c!+`eXBLEiSPW+j60xfZ28uE=dsK?K1kkWanq>pW+sxzhwk-GBL1
zF29g1HELa<&1mBjzY1iw5Q>BT@~xuPjZLv@3N)6XvVcK_V`uea(DU{FR@MkkjXyaG
zZ*fyfs#;2m(&02QSTpp6)%k0(3(FlSam`3b>k9Ke`w~se4t^;*q`Cd23WLBGLO&oM
z2n8d)cB{knj-w7^S#MKU*U#Ar72$0xiykh>Lu10`_T3et{x!{BOciqUEBK;ju6^eh
zN`a15QQd$3>+g-F48&sNaX=vsD35v?GlCEz1|~2e65=RDD2{MIknReV3d2JHcS9l2
z`VhgCwH~fJv$sI>7kM>C<?c7mvw7#rAM^V7Sk{*Tk0+Ygu3(fi)V+j(CT6M_2r#YT
zRPM$joVm5<O_J;AvqX|g7D^|)r(XOi9bI0EoBa8)xk$RQT^yNP0VM`$kGFY!@<FQ4
zp<<&tNA^Rq>d{S3kkMj!Ws`_`TY2%mccmY^jREhpum7X(#{$K+13F$w+55cmOGfVs
z%ib239XK0bn<gWR<)%%2KixwV^Y2ygss6k;>6$W4tJc1o_j#?29{XDO54n;uA4Jw5
z?{i*OW7~aIXzz{PqdS~;?u5U)@n@E2hC>sJ2vDh??u;j<rzb@5iYTSM&#&R_LvZuu
zk`p=+r!sYj>U~00%V_A%VM)~<NUIexhd8mB81(G=bbll6!Kq*fy)9qY9b$A*GBJw(
zS&?N0x~4FZ4FuZ4HlQDFMFa!*e=M5c!HWxn(UAmm!?Pdi|BaadSLli$=21WBbPX^?
zPd->bFw^y);;$vD%HqKYy*utp{nXixM$&mC?MmY_fm_|K@X>Dym?Nqg(=2q!W%DAs
zYL6gz9NAQ^beG#Ws%!9Lif~mbB{ir%NyG{oX|;-e$ZOee`|t8r9fdF)+zaF=4fHeg
zzbz&pAO_J2W8m^Cw<3luentV%ewY+41gG;ph?$D;Yx~eKBpsizj$mf*s$%<AK=R1a
z`9OSS%C;fQ?`yqTbJnZc0?pR`#`*6hL)wPB0z=2tpZsJwd>8uO%{}sYM&z67*PQlE
zhLI%m?6<1_t7PPA1{A9_s+c=?0wGU-7MngFJNY(r@-2XrIP6nE38+IG+7cV^-{&PZ
z<V8frvaW*jB=SE*)LpYNw<QX!sHGg1_Q9byQv~>+u8zK0JemkR3}sH874V^r){q@^
z@Y8&RAHV)0Lx&pbb}YU9j^wlxan+a%(!&CX8H}NTFvB)v+_wMY^HoJ42wcD5$y?&R
z=McI(<bkOfL?^8HY3fBl>A9GV5H%>4zT`+rOW{S&=$eQmJIhfwraUxkE;2g&2TWup
z`31mSX>UoJ@p?SiqV@dl_e&GZFnA%E1Zgm2aVnFUu=FUe{nHb3lbDHHJ2;p*?ZJ)l
zEFtl6-LEw5TdSQV)?iW~0%{Odu%g~h_kx>3Rod;$8<KxPQ^M(jP0yLDFM`uyI^I(`
zPL;BAmL4q?CmNb_orN|ufgLC#3#`Kt5J0}kS^gu|Ea`qTTSz)gpKY5ftP>+7%lg93
zd@RNR(C0QGdCS_YmiIcd&y})QVNMtT$=&;{|L1`_KrDAGo9=S*yAfT(fpsJd_J;06
z$ts1XYS^vr@lL|FLpR6tcyhfwo=?@+JHO#N1S$%E1)?^hwmza-IJ$xJA9=P$!^yhc
zt7P{GRrm;BD9#EZHgWkG69U<S5o0=zA=&TVF#)iMGVKX4%#5Tz)1M_IL|FZYfs6n)
z3$gD)!?d8lTtGYdNC9tprz}6q0wk8I28EL<3_%>4t@?pqdPjC`RnYf!js2$K<_^c5
zI}&%owVdw(iW{^mRu9T~(OWoCEh<qjDqJfn{#9K3tFSn5zF4a~G*mu3T>fy#IY`mO
zY<}UH^sJez%sdImOPSS1keZb|RsRIF1q)?U&(lyG2ghq{ZgRZwBEZ3!Mi3^_`2^iv
z=2p&}Q<Clz5?(W6UKw_q65q!>Yf!&90#YLVY46F?ddeG%TTtF-Hh$^y^X{YtwYY`P
zWad_p%nxmfAKElOTFIcnb_sf~6BJ*wt#cQxaaaC<SH2dkwBxF@8#Jg@qBf*>rIvoT
zG&u^7)o_T~2xu+j<7SNKray_h8-7AXw#l{Yv3AM{f7f!iDWVI+94e_qrmSHAbY}$@
zNre>wZ)tcil!_uWY*mr?2iXV7_!CGCHRxxw(t_~jG&c?&q8Kw9#`<2-%2{&=p`izU
zd!>-g1#nPk7#%l&%SwH?IoyIhT2v5pVg)1Qq93d__FDEaO(#9$6Dh}-gx~uZQ_HX+
z2lY1Y1|O?46~cB<y>wlHCy4jJe%$A+^tu%F*Mv>lcn;mGvpz;YhF33ud79DP=sT(U
zVwH&Zh<w<15^;g^C{hq7r0_&&!0CfWxA5~$`{kz_a@<cn&-wyh<3cEV1-{?B8`2AC
z_2HHMSkm7}Ky8_TIl}l_h1-9t7!tUtY`$XJm|B-ynjFE9W4e!irubGg;=h{vnc^q_
z*8}X6@a6fw5nhdv>i$gjgv@P*bJd<JuHjFAHtBl{)n)NTup8L+ZbVFL!J8!`5XvV8
zsp$GM!u3br%1dfgu1^d#_k&6Q<14j+g%}_gYenIRta;dD`NdRgtXw><6%#@*(3~St
z$Eo{7P3cKeQ7)VA5Jbyx>;5z~ClqTPoRD5q)0AG?tLpilCy~=pH><o-ep*#`aw2X3
zHdJp>;fV>mL-A*uM~OVFn&qA;>**_f$zgs(-Iv?xzpoJOQf@m-2FTm>dZZ<;yAoiq
z&X;onTQB!2A#FG3Ymx{=)A5HxSKLMsx*c;4mOx%(a}e?zo8AA!kLy0PbD)pL6&l9!
z_hJ$f>I<LkhP3}Z`&;>qTqE-KD|Tb#eY^kVIb<d9coo>${5>eh$Z5I!jRv5s!*jvq
z#+yB}6ol`_x_V_6`T~W5eaU8$LslKm{?Y!+XzXkuW4|>tb3JS%3e=?S)TeCKr2s{H
zcHYTbBgOr{ONMfcEQE^g010^4p5I9s|D%;me&|wa@~E~hj|}L_HP4f4F5<2b6}-Di
zNFvCP(EW>2rEDXZH~+6Ddq7mTqQW;?kRNrp4-NVnD6g35K}&p61sW~9w+r9Wej4Td
z0f1Np2YE#twawfG?1;|~Wb;_%3pu6pMHE2V^hU?lx$shMj2=CeIX$x>{e8px_f@aZ
zsc|>6RfSg($vwpvn{?dpCViA*k9ScXj$l%X>~eDc=~UzT4&q5%?s`$@m_i+AXhRQ?
z<o7$l{>2|o%EI2T4wZ?_7LeT#A$OEvPqI^NCFZ${_fcz1`g!l5O6Q8HV2*q4+uK<W
z0V0DGpGY;fNF_GKRzQnfA(#n%Z<&0~k~|0|B7ZQsbf9nHl8{wFsY+8#AS(78eyo%H
z__aid<%MZrev6f4Kdf{;*lJV}Mf`%nqXQTy#!T8u8xs;BNqh_gDKp9Z<=m+T2}=fX
z%Snk7*=e)sEGwA|W;t|3*gQG5Dt`W4v7So)sY<rRb{UZ>R*AZYcNt8a@oz#nspmPv
zMm5N?;-PZv3RSYKRa~rYb~dZ!Jsr}IQKtzZG@taZSov&T>P)4#q@IVlGxA`n-giLg
zoAK$y@a}Ris;{Ay44*)+3HMs?CfxLSx#(i@S}{@tI2HA<tI7_Rs!bC!dTeM|5iv#Q
za`G;F4~Edg><Dn{J=6RUq3NikkekxLibUKCQ9LN)qV7=)_@ihcP!KX}pvfI!8L9*?
z#^JZp9U%_5i~iCAjN=n%57Cq4mU<>?)%jRnWhE%Bs*9Jag%>RD!#m14+k-EI%cdFi
zt(+ca+PyRTF~doYt1yX=oRxe!=Iq-rkpkL6wIN;djQ1zeCjZMed0)Uxd;|>+@;!36
z>!qF^5C6Ii|G5oM*|zF2<$TzwQ^Bh9J5MLedPKA<tC`)x8kI`5BQ4m8R)Xt=R`avJ
zP<uMddk57Y{p>kZrCDfQg7&-X!^c1?hwsUksLiD$9)RV6DjmG)XK@~pop}1TrS{Cw
z`x*+3kglht2iaIpCVhWsO#8K^>C@l(&laxyhrS+LnUcoCexy6ke)0pV&G$oBlbi8E
zpsUmLx(JvxfV^7TW=a3)=Do7E;h!2nIBf0x>n7x_<ZjX|B!$2vSbl~1Py1tv2s5rb
zt~r1fpadT?!nYv&bZ<v@vE3&D1!KvbULP0>DYHL(F7J0akhV~n+2py$u?7>!wz@|1
zsX!|AvG~S><bZC_yb3b`t<ymPLE?`nz08T#?oo&+8kVUL3I$5XyQF0BB#FrG17S^L
zeuTe%;4$`?R$p$f$#+P^F_Qguivwbw&^H>23K45yD+s`P$)T96f}<s4e}f5*hx1wi
zwdC3fxspQI9A9~HZn>~>IgD!k3BIj_kjL$zTB{Uui9$AD4Zw<ddxLN`J-sM2a#Mg3
zfzA>A7tgCmh&5QBwlv}gM|`fVG*iAp8<AR?3Lmc5NDBdn_EVyDRelbvb&wbw3ZJ!@
z$j167J+OsKj~%hOMx!LU5C;iIkUCtxl)J@~_4#~I5cF4+BlmSxb{r%U4wFcJ;F^Eb
z{q*CY-gWnv@XY02^Kj(sLIQ+H6`5i9Ec!_Cc7EWZzEkQ+eS7P^qTiO4`j(Q!eYDH~
z#QP)j9=H6&lQ(q*n?CA4?gq&)e=m}W()CWx1gw_SP$T<hUR`e^7WVseFZ~#!zZ!3S
z;rU?_moXd9V9HFDO1qx4$sXlae@bQYZJv&_0=T=+rqVx4V=$#-%%EeSKR&+(-WTGH
zEuKU!o%BzIK&EXWprL#z2Q2)d!2r6J7sN*P(T1BBg^U9#OgK~$L4HuQOJAJWOAHLx
zkr~8rzN>$d^&G#Vew2o#N$}X{sYo!6`ZVG2R75hx0ajcP^s5Cr2+Q`^_H7b<5$lq(
zAE}uwDD9s-5}{6#K<GqbS9K11yQOX<IX3Nwc@WoF_QVy-0qReDZhzn+elrudEYd!R
ziO8Vs%cxmEl?#Q6awI_L_aK?bTMUjEi^78}I0$uznZPZ%aa9)I88JZg-tgNdwQ1mk
z+E8-iY<xbK$GZ*l_b$7>(7&?&kiNn)fH-(!cONQ(QK_t<?Ye;(0xcKs#*ukI=@1hA
zsN>=>z8M$TIgO#}v8dI?Tip37?94yqm!F`-Nv7+%@WNun!a)7f%;&kzM$1jZ-v@?&
zqH=zcddL&eFULM!CU;+Mh|iu;Vxdv^h=j`QErcMUUAPX(`zU0`Xai82<~=rE{d1z`
z=TuEj;g*omf_rH!o;43K99pHgn+SwOguv?V@myQM#~z&#J@aSHui%;p$K)u%ul`LL
z%0SdOnZGceixZud9g`|G)Xs)TH8aF0ze7e%l~2h0pq38XxzHH51`C$s>stfH<v3ed
z2Ly=WD;0qI!#7pP6IDe3CvF|7Ex8hW-Oj#eSb5dIzr$ays{`U8O396h!@IIpqCvrE
zcJeW7FV*mq5FZt>arJHduWTE?Vc1;lJv;x*=eIQ_VDAh7UJjr`MaBfXMty}g9k#do
znwcfai#xihnJex94y9e=E7wn#!%3Bygs<@wZLSw3Q-*zQ_YQvI>*QV&oPfoi5B>6g
zDKG^2O>1ADeds9tb4g6B;8=?*3^wniTW17wsgPPUkD4d733T9|HHKWVy1Hr$I0<?g
zcVXfl4?!L{W<(cXvr6L6qm$Bv2SxK!3e_I!SpP%4Qt#6)Y6H5zEZg6C$5S=UR9#U(
zrDhCn?LbW3@d-i}pSV{5$#0@Eg1G^3034|5&`v#!B0ez(1;O5AGS#SE^jrhxjq&6-
z2>Fa7`AmuaWA`eh1V>_wmAVlG<P!(lBn0rax_WvPtXvC@BxVdl;$c=@6n_AA&7(*R
zsuGOtR51o5aiCm|s7uLAOk4BQ<8{@1Z4qXQQ%D@*$O0cx#Via8R3swf=f*>E;{c8e
z^bQ!k+&^JL2zgp^H$wzg!SalhZQ`(Tdz<e+Q&d+vo~=Nug@tTvUOB`7O?9yq@g)`2
zB^8nMgb0(gRMWK7XXyzhX=%^!QB`7J>uaiNtLutLh=UcS=25|LiuqdWP2fJ631Z{Q
z>%Y58i1pya5URn$uVLlPF8s{={2<P4wg3ZrW~!fioGj_REC%lvxfq+YMcguq4+}fJ
z4R)GKj+ds-<P6`+fAm~Ts$05Wzeru!{6p6xDPx~a@_X8g8mb?IVu`A6s3`I>!-ERo
zOg{S;5y9!q`5HE|O2c-+0H|0Rmd^_%Hqe8TM2Of787RkWCXqeHQ|6|i2|iYi;2|DR
z-tE^Nd*nl96&e=-_lYuaEQFFMyVtaIRcWYD0MXwcBqQ0N6V#w?<y=}76{YMtTkig{
z(?^Q%M~nls?0}0?F9?UyVC;}99(?pnxN}4WKd);;L<^fMM1lzt&1a8*yS==T6*<|(
z(cror7<cX_d+0uIVeZXhWi(~6#v_ac`K;$1?J)Q;zkHk2s(bTOczaK#mQQZPDdt46
z#+L8@=a6idw`SW<MJmI5DqhU`Jj)n4fzbKn3#R#aJjO*Nka;BD`tQ?T^1NoVeB3aU
zRq__*E3+P+<XdjPJc8>(#OR9mAGq3@GyQ#kiop;vLyey%{2xVU85C6;hGDv4mj(rP
z7f`y9hFwY!qy$B}Q<ReKM!KX!5GnacDWw}p73prtC0$_I{f^G~gBgbr&~x7BeeV0Z
zvZ%t?TVWm|<gh|m#EvaX`eM2o3lO#;xAXoHvOG{9^S)?}RdWAN<qy|eylZ0819nYC
z^-}N|3syM6!BPOc^aNzexog$h$bu>+*0xLVU{~6?m{n(NyY*{6hfQKyFO1rUK@P`v
z?B9kIhJpt$-#CIMFIMUTw+a$(hvEzISaU)UUbCC7=JQ^e{{7`QBxyU4Y)@SSHqk>l
zwibM0S(;xg0y$Lh0+fsF$Vu>Ly}vSYjAsm)&Q$(YesQpoPI*YV2F`y^#9X%e^0`Pm
zBX#l8Bbe+u=hQngHVm1u$LY0#I+XCWhrG0O&#4DU9lzn=g)NXjm%fJt$pPH7un^s6
zFZ2gOV{;d_-rY0Se|TE1BQaCp>?AxsVf%GhX|(T!<nRdh;HW5{fkEowq7hR^!=n~g
z_syxKs1w#z@4L&7$qI7VqS=+3?ZMl~kk;FB3jl0;(D$lK;pS>rO%i+BR}g}}{xJz~
zsTj9}fCjk(5|oU&CH`U=8t8j5s<X<`^%H?Xpn>Wy4r+Z!Efj*eUONt1?znErTg9M`
zvOql7ZU>uy^$#^6dD3zE8vx;+&b-%IZM_(I#i;Pr|2Se)`J}_+2E?e-8GJJpr5wa{
z(|owv?y(zpeX!##_@*}Rx#5D@bCR9n&vGr_L?N#k8(+ok%+ODM7Ru3S{Lsmi10pLa
za|`yuz2RY)p%bj&4ZXtsc+QVbVP4F>r<cd{jF!=WdDDV=+mPXpKFu+3BIl;titsTa
z7z2ehomwUG{P>SK6q1Guzo4_fptF0+Sn`PDKQVZdyd?8N43LD(hB)h&RHgUwZ7KsX
zKgCx>OVspwVcV%;^r^V&b}E)$wz{w1x&=LT)Hn6j47BCrjxF6wD$SnQnybmkuG!j~
z*s7S=imlm-W#*wa;{lgEcH8-fAaPiW$#u(y$bFAk(!e*33sfas!9#-Dpv-cIV#{s|
ziRx@=QT9*pesP8|+dqrk$%w)ME<cS(9^+c2Z(C&@Ie~UyL-GG=!NBH)`Hi<zP4mda
z%o>CVXvW15IE>mp#(>vM!TaX-w&Typksu`e?assEX9SCWPs~OdqD5aqGiMtoVvM4g
z3+6{&GoK1L)obzm7_St0`>+fqQY9$ZE+g|rl)ZwNy^fdtLo^Zu`;T;;^+~GOvl9Pj
z9|N8N3-GsGQCFN%7o3EX8dQY^ETWPRY|S->(bFlae~L9ld$Sx=tG_3j=Rq1fp>J&T
zdUt+u>f*}s{_^>48%{76|NY%g@14K{Vq;BE^LtjJA|R40veG@4&<~&TrihaiR>v=E
zU8r0~_K`lu03;zhYt*`%=V{MiuVM=5^7{7R>}r;SA200O>(+fHDZiCNGy46%i$8EI
zuW^`O4laSUn%_e6&n<z0Cnh*>x(9ERnuybB%BUlXq0d_IBXRg~8SwsNep)4l6XsGr
zZ(NY{V`ZGa^8V@l>z}1f1MfbQZ>)#B%w%ok<Z!lfMzxnt&7UeRi#T>7oj~XIj>J@6
zI7e$Ubi@5kB2!Hw-Je7NPe^yA2$<SxA(EipiHfF);GJ=V>JhADLYNB*me+gJXf3xh
z=r^u|G|Jv;$>!^2ibiY=xu`HcwmRG?Y5i~DbWwxWJLBOozvhCOA~+VaFm{(HO>A<O
z+{{?8$FDltJ)iS@mlRLW$0-<}T9IGHxQ5?3#OulIE6spx+Bz_@v(X<H91F4q#}*uP
z&NX4;&F(u&1lPxJjjoJa94%j6b|<-B9o_8U(2)g6Qk~o#?{$ycAP9+E3*>wcri&Nr
z5IA8{J{bmvrc4v?cK@rM&%4LwtY3q!#h)X<1RE24<;P|Uz%B$uOpx7wH|lWgj>ZSa
zetSwzbbN$9CEiW38SZOTgA~f2x$O-rYbY+krG5YQhsh3It=fZ0>X;)4!dg2aO{_to
zkl`~9e97dC)qXO_O2Fn+;X%w*-4?z*3A!#T7ee$#7qu>%0^<53)|)Ql2R>gdU?RXf
zJz5W|1<?>}j0Sa(ti{yALYNM_+}%P+!LhD?PuiLR9&C-yZF5L_z^EDpw$AHFHt$84
zpCy>&>FPpkbNus{vCb5cpSz*xJ|N-N)fUX$2RAipTKjp{wwpC(y%r-zZVyF3bpsS{
zg`@~0>9B6rZ+_L!U&aJf5r5;oYRWox5?o5e#4jBF_nbM8?`K^A{)u8;y5|#93yp?i
ze$u(Vo$u2E@0}_-aHzk0l<;&2lE8;wNNis{+JyxeM-xi*uVjXI2&e{_Xk3MxI0~xW
z<c+3;Wj?dD&>X>JZs7knK)e_SYNCg{5mNYR{<gYfPs)4xs+aaiwOm#+1`ymC;)Y3y
zMGV_gwY)!h#k>4Gy{lO6)e}VzpT|#?mDJr^b-s3KCd4S$rN7VWsEkjn@BTRjl$B<d
z`WL4A$A<e~u7XvWzW!<|)5($X`Z+4}S%&~mMDM*SbozZ50znXl0dnWMx*L>06_X^5
zbS#1H8URa^3E7@ueK6}ho#${4bm(SO2r(8agr%WfX$%7cdy1G;P~wQ29IX<oE>&bT
zTHgfvG9j|#NdJjgtdCMAt#9vxrOHsNA$M!*NZAj!%b;&;U442~{cHi|V`agDn6O}(
zb^Luo)m#yj<aqo#5XfgihvtNcVAsY^K?;k%1HGaASZEmJW*Yr>>hSp~pkYh}J*6fZ
zl5<1$3EI_~@tS`#=ty05R(R_FJIJT<_IMh(SiIh4))%tKi4{n{lhnCft@zVr^%X0_
zy87H-Vf3<tf!Tjd%)Q8NN2c%Rr{$Tpk)BHJJ%eq2-t-MfS`f=d$5Bapb%Z>B;PTVu
z{6rOPqR0^NAEQ{5y*3cDVK}1{QPI36e%%Xy`n#d1WLsGEK8&tk+^k1jzWAYqxS2(1
z6jSUM5-hZo+L0NW#Cels9H=HB-}6?!m>~kOrw52<NIJhM6tRPE6dqUOu@5gr@<PWr
zT=+}W35kZ_QmJGK{E{&&C`fw&S<pLdal$&JR~<VLi-}>bM#D0JO(nj&1UVchAcgdY
zVx1Wi3jkaTPXXnq<B4Y3n?EFn^N(p8=cj++l=L$S-v8eF<@bOAMmMvmSnmE=%s9QY
z37=<+AvLDBrP)zO9z|>%{3GFvJkX|6fqej;pYvNz{M+_Ye)IYH<12XVb&RB88Uuwp
z6T!xR^yjhntfl|OadG(TGlu_d2p(CO<|?np<OuBg=T1&I%KZB6_7#68W`Xv<M?)r`
zlfGm?oCR53_<ODBq(iGdB9*<gUF~LS;>K9*m|4&%?FvHfTG{}V-|ml|<}(gP++cO3
zBh|fpUp)9lf3MGwgvFPr+Xkd^h0jMitnSh7iznAHqC&egAg*j+XNmx5a#X>?-X6m=
z^A2Q3qOn&!63ac&DWIzvo~sw?qW2GM12zHydDQ`d>}Ow-(N?SCEqoC;bVqN-KDG3^
zSDa;=ksoWx;^@p`X}#s@vPTSh2P;AX1#&<ux(-nXW<oPVKm;Vo`qpGG)DH}lU$pZC
z2?%?_!4v?wN---^+yVfTJ&)-p)HlONg1Ez}_mQl6d>=IpKuN$zqQ22R+u}ejbm8*$
zvicI-N#Cm$DvuPnL^1gLi)XK!oLxFmR9{e1_bSyvBkL23>l1Nv@M7vjMC(N)nsBj}
z)>NpTpL2Be!is<t&&pnd9?Z~Ojn_NagIn+Aw#8oONw>hk-36ABra|=>5g>a;axlPJ
zZ5j)8bMyE@JHJR4s)u-J<-{Z2<R&WY^W%}%FVV|s@ymSsLy>{uJ3HmS?}*;qyE%@P
zSyfIvsjS+qEIFtw-IP{bR8|~~kX%+a|7G?jH*X2hXYtf{q?@UmKhEENC_SpBlD{Rc
za&}M2j}jN8=VS0e&%g)quwqe5xAD0_;|qhvQo6{ta5C#?WQG>CpB=5=0~<d)r8<5B
z5FxY1jd);TS|OT1B`X>i_GOE{e3Z}m=hJjUThZs{?s55el=gJx!+g-l*c2kzTp7g*
zr(fE;4fXplU>xkRxhAeBRC-L%Gi_zbE8jY)3xry9je+j$y*?DNB|XO}NL1kd#ZD<>
z1TU*CxlqQ3K0>T84PJ3<dIbWCX*mV;rGOg#6v|;au46=^?f!&zUSwmW`nErUHsf^K
z({t8sBsr*lC7&Z~YR_pg&+W5AjrbT!9q!hv^-}J4(j`9@`OGDu)VN7vfGcvClO%qD
zG&N-E{PUO%FWr3c^u=0E%Q^NGgq1}RvlHvS*r6n6mgSI&9Lv5JkgCct_g8e?j}0Oa
zRIFKeKq<OH1)nK^4@q6lo%D-fZo*M9?gC(nRZ(E4)p}0Bu}=03iSP4hhgj&Ng;Aij
zZ9lVrvn>iB=@O3nhWO76u^xO1DO|Q+S_H<C2N=c}v+Md3jVnV-ogVlatNg-M>JEf+
zYmECD36NE&XVly=Wxn8`r2{_@q(~84Q9v5Vj-9w|>uG<}1K^1uGBVWVl9(P?_c(z-
zZkRvgx;nEPgc8Qio`W=Kr*%DmEmUau2XsVLFTn@uDh-V)Ueu$Cs{O5Z&cC=`?Kx?S
z&g8fN9bnh$KQ6`Fuge*CT=Lg!3Lt-;6;X?~useC`%&#|znJ>58G?L%_UAccVT5gCr
zJ^I$QghtLTIs$+s<aI5m3v>A+(E?CvOhS(DHYZns!e}iVGlm4g74Xo=NeG1I3^yNN
z={4{NV+(<E>}umq%n1aIMgl`d+cgmTx;_Q$fPug#PG0Rg?O6m=;x}2Y7I*0JQ2?!b
zu@IG9TX?(oeI8^keZKNZ|HM@4^s3D!EBQ!vx$Cvt!9HNZa4{9O@iW|9iauk0e{Hty
zS70Z-On(i9>_}z^I9I*=Y25VXlLzU(K<;<ON11}vLWPEA!k^`c<Dzq_>tU~6JSigx
zR#$|px~V3F_?7B7N%;%PY4(Q7r|<yZWc9A9><?cf>&m9Hy{FB$%EtJ|5U={4;=xOO
zc0PTv<C1Uy9~KKfh%+$bR0Wo*&q=M`yBE{f_iX=Aw9^Z-OU1RL#&E7<w$-yk?0gYk
zDwbNdx<PN%ZJxf=ck$IURe2R?YocTz`!cpa_9_y26<L?mKQ&QWM|IEmUvV$cD!795
zZxz{PHOWJya($70aWZuB7i@AAwz?<+>Yxv$HLZT8vhyyfjFf6n{2>ku(6@;K0U+QC
zgq9T`&lw9_hSk||$MWmk@`EIhaNE{&OgtUqfeP2CRIxPaF@w*sRn{NAF-i{svUA?#
zD>W|?RLo97cJm=YNhtTY`OD{Zt<AnhK|EwaJMXtA_@AB(Yq&g3s?s4Le)f#Gij$||
zkwEh!ff@mUnnw?sMPOBe5_GoeuMKox8(1nobt8Y?8;*~Qo{DhtK#gtH8P(C2MviMy
z<`uDZ3d;xT`J*-xkakAYd>$oJe)SUYH_BFW6*w=cbt!OZEDgPgY)Jy3FLCUrOy7QJ
zvaS2?P}hW+r^_;zzjO<PfZ|BxuMtpX!x){`0>K=VL&lnlvUO_&0Z|?vcE`~hukeDU
z`ny41ez(q^#LgbVgg^m;Ah<SCkm99DYQ$Ur50xp>?`AEEzO@L(&?_3?h7DUbG~%I^
z$%f#ZF1#8zJN5P4h1#?d^jvivOqQHeH@G}1Mr3(s8UN8&F7p0@UJr!|MF;U<QxcMJ
z&@zClrmcRop@gwqO|ZLJi=r^<j2tM#cdQ47?&5aiOT`d{{E?DG$<A^FYhMPl(}ci&
zf<t5P0dEk?$8&VtE~GTgMC3*U?7epO8MlWoC)-X}&S`@fAKnUSQ<~<owVMv&r80KF
z;Qls>6x^`_s`V!Eo6Yb0Pq;M+@aoHDUVjh-9)8E`nc+4^16<#}PvC@QKM!J4W%A@9
z6sg7hY#-D-&$BR^^7hl){XMW;D_C%Sb2jh#Up_ft3HOSJFSTAI=P{G_SLwjQ=Q?*9
zk6t;=1br>oYAm?liGx?~u-Jq-nkDiMZVdU`65*IM7qCfE#eTIa7rZtz(z94jRYJ0P
zJpb|UL|BN_>DtfAm@I90d*IIc`(m})!T{7lTY#ZnnEO4l*u^aEl}_KYW4>}6Ih+7r
zU$58;3sdRywKJ#v5Glp=7#p8S<p=JEJyDw=p?s)x2%37N{$!Fh;O*5OM;t<zuzziN
z69K(iRuFYNm|DqW!3$&NZwqk27693>z88u-z||j)FBG;A<I00}V{KwgxL)5{(~91f
z3L<$HzgP~6IKUx1T|VtOQ2QI=>A1GAX3h;wd3F02fk7ViVD86U1*zea;i)oNoE#|2
z4mt!a!i&*;#EY|C#2Bmdsuq&P?wzAVJ|GN=kFp}Cyo9$mlA`-Odf^CM#XC@z;Y192
zeQ6^{IWllhM!t)-XKboh@H-rsX=7t+iV0t?xH|_QjI@mp*-NtI7<sxq-tJ5iO(Feu
z|J-M0+eNuU^8rcG7p?6|(`OQy<=s~}yFg-NO`wiaN>^*pI|bxreFm$oeU}0<#ZjUd
zE!;tO?(}w+m2?hntVE}+L~pFzlq_FHbzBmvTPR~z2E)T122RkiIPyr%8ON4na{L#i
zW<s8nN>}J2go}0SEWa`JxzzQcT<}ctHehoUIQT5I@a+A!5~<hP-hrAPQsOGoipTF(
zdfgaJ;9+es9q$?+fk|kIHT6wA#WZR4^|_%Js6c_&N0q<CxpWjqf7^Odiu}_G0THKh
zM!9SVHy)6Ga#KwCKo{{i7|#lpUE~CRtbh}#%gNlbYyE`}eR9&}`}G8k1<vET;K^`A
zLJufGwgG;Xjfst^*@zNV6G;|X{KzJh5&(_3OyiQh(oZoPS#JrdN|d<5PwZ&3HMBul
zE&G~m`pD(px9h_kqw(YI*FXNLRMxJNQ*^BDPYM}-OV=50#Rjy6vx%QX*Z$VFbIrlT
z7x0!6DnI;Y(C!rIU75h(LAVrm18Hxm@)f&dG%*;Kdya^`19g6z?uMg8&H(d^?&a#o
z4X)*oo;fyeo&cJiFw$XSxk%o`+`rmS0=+A4U1pKXW$Q66Ia@7$4XcBd!S}`QW_13V
z0KRuSBJ+N%<-YbE$Qq+)u+7QuIgorv*jAX7qd>*eNkyvQ{lk0)R>%<irtEkk8c6U(
z`p+ntd8V>$h6pq4Gn0uZeExXw;nU`a%GYqMMF3VSlQe9A2Ny<1xP4Vf4AYHQi3=14
z%%w4Z0*C(i$09U==l;Qd+uonH(@So=p1-2g4#vWG;|UQ0Pb=|y*~#FGfN{?4iw46&
zsdRA?7>$3_m2wG3g@rh#9CgL+vm+y3Vt}}N3WZUfJm<vZliZ?FPWNCzK^lf|3F|d7
z@qcj#{64wZ@^ewzUAqSplNzRoJRyeNhsu~bz+?W0AD}Qa)h8f9CcGXk^3>QVx2ked
zG>~QNhMNNTmZ49CW?76Atqm2o`x|UOL+V{JDX_?$?|yEI>Ug{Ohv27xbEA6JZ82)u
zaL322>?|g}aZzy0`2iB>Y2@2)1DE+#$xQ}qZysN(j)V;=X(aES{5QU+pZ?3_eMfvM
zJmZrq&yz)ijD}*UpPBi_em;smr}WC&-FZvN{aiIrI9DhZ4U_r6@e_hn=5q*k<lJU7
z_W}m2qZ9LOzD&3jqvk2ducp`3IvBhqC2jwXMKtP)8SmR$wMB8_`%;i++-RU}^W^Hq
z(+VW+1o7v8S?Z>+{V-fMlJig%6S1ub=3(M&z*<gCG&r~<HJ1<pd76MupbP~1IH(>?
zi%HrE;>Wi*=fD@Ei^4@m6y{O&Q~m3%;cr7?36<`Lp?ls%K=PZW{$XW^YGlMCLxkV{
zd<0k|h_j!A<%5KQx1O-qlw{rR!Qzj(v&(@6;+d-tt~k>@;ggcHzczbYpqgOxNcXd%
zkI;S+;GPE<Z5|@wbI?Ki8Q@d3h?kKNtV1dY!}Sq!FOB9FUM|cV&(9kz&T~j`Qb}A<
zHD6i6xCvpFXb=k)xDeK!U`K+L9E!W2?Co*ZF-p&o9=#@Lo=M7lp`@?LrR>QlFXkg4
zR{O`^{MS>ta;AWGmo0^nDYL$AGcyP>B8GQWUv*O7Xx1}4sl23_OJ`I+_-lE78S#jC
zZY7(C{?e0&-$ptPA4-lqf0IW337WtCD1YmbiX2UGc(ksb8Dg`d;!SPEoAQb`A1mym
zxGRj=<><)^<J#m(TprfC@TyrWy(F=-@w4M#dk0GlYj5amr-8uuBhzZyY19;-PNfwI
z7d+P2rp|fzzS1KO%1%P3cm!U`7=Sri5S`d*D1sTn@4@<?k@&(Mo^6rh!F2Ellybvy
zNJQ|+dlDDKkP%hv|F($~pmm6C$>Ug(O4*Dsh^?_$X%i?e&N+6PrdM+c6YuaIj_h`o
z>ziZI45Cm|EUize-)TF#+8T?vcvO@Z@*yJaF#GaE6fVdsyzvo8&)4%MNF=ZuX@mCW
zQd!5+@%)?d5Z;e(!U`RNGj1JTyz|o)on&$HfEUyEfzqD8H#cFsBm8uc%ssRTu`OCw
zfA!$?Vv38%>Dn|my07k0#!CCf{Up)8nxDU1fkenw^B6Z1kCx>G+%kGhj6+fMehM>T
zX7#?!=Zi>JhsPzoa}tkNN_DVrUuIjC8me5u3NI&&jH9Uxe^B!s?|vQ2%n*rD?}*(H
zQLD5Pt^aI=qOkEw$!$0zu7r?_@e{-#DAJYGX{kRzk^MPZ<9%F5v3{A!tEcdKwYek6
z;&bz1uk03h3@8y-KyIXn^R{hTQ+h$^RFnTQx`Zq#RV}BDvEaeWJ<E#z6WBogu*fW@
zP34$;ybsJHRa(9LR?JVf(E$HHIp}@Us}?p}7E^!joWM8mSEVPrPP=NxlBWwv9U4Nm
zEzCZ<fk}7H{jB!W%R2iOg3p3QJg`w4u^8f0hm*~`*yYkCLC$Zr9-}#C@z;Ex{Il_v
zhW?gVsn!GaEou@nrK$Kn@5b^)`D|IpYnede;JAP?pJ8rYwxR}1jKex)xGT@YH^Ad$
z?}xpu(Ia4ejcydB7z{vL)DL0Ct+68hFR=K1@K9&qztRsNlL>TTqaY8tD|z`MLUi@?
z^$IJ><W!Z74(#YL29Ib3yi6iS1Q~wevs`Yr^LzHHG*#j@ey5rF!gwL%B=aq(M>a+>
z==yswFe}~tISUECyMn)I$BqgBHxgZ_jaf(y_G<IL)!?sx4=mU)XDvm+cgb+<O$+dQ
zwkY^|6!_rc4jvqMp~D-3x-18xCgBEV2ow^0O{vNRI=TDXVG`2ibtg1id*^o4cw2OL
zIs?HXj{;oH19qDxS6k8Z2T+J$@Y((~++6xEko5qxBc8{o`wmI%K&NH<<Lv~+p;YVZ
z*C+d`CXAD&vfo}CIozQK<BT4uHddwfws}1u&*RN(ej()g+31H}{GWzQ4J3%%Dy)Jh
z-z;^}EdNJN(a+~83uf6fX4x_vaKiBL7lY^&Fy0Y<KG11dS%U}@lIT$%nb2=q&@#R(
zVp_<cna^d5FN?0p-(vQwT)uYNd(-_?P21y@y^_AMOOS?v7CW_qL4Oo@4fZhhiP2lj
zC#50otrqUtLQg6{&uI4b@9mo~?3?t!z)h+Dd=jtYC|}uglQ6+HdX24>jjbaVHzF2k
zl@@59EYK($Z$#u;<KHWBAEZD>_;@i9R2^?C)_lU9s7CkvVnZtzN<PUXUWYs@80(P(
zI;J1p)4C%!fjThoY;MiX4jI0x<5FcRq?#8uVk`Y8ISLI?_h`n$OWkvMvIcOD*G@7Z
zhvqEDW(-Fb%!~$kv6(5uI~Unk`6@0)^Ph}7M?Dz~cE$xpanYf#NfyGoLGHzm>S5Uu
zoR7aCs#9qIdHS!iNcHLP>7mGJ#U$!PuKPdlfk-$5iMAp3Wh!G&sfymy0R3&GG79|#
z8O2N;FUFo}`&e)^&NP))fD-P4i`LC;?~tP}p#Jvx9l99e9aYwgFEHTP2{^VgEHWVF
zTYWs@Ms6^5{B>sTF+>lMsV(EPW?V}E?6vtX^TXvv2zZLn_=?ayucYP-7AHZ4B?FZ$
zU~@xk`7b#9FK)&`N01M4>}Mh%Q3P}@mZLB*zT-hk33MtpteX&6-~<@)a>xGnV8l0<
zz!xZL5W+~PVWiKM>kPYpYos?LE-g~Owy_h!gNI%sqti++2TEBjwG`1+?XC3EBAQ|!
z8B#IiXii>7`=<!QQdi<jc=z=b(;C@Ym@p_f(y!uNRi!C5Ii=q)box3~Jq&CKBS^#z
z-$5v9rhL#M3$x@0dv3HlQb%J;G7x1XHg*pMdWYYc=G|`-6pB-XN+=Tm{*%_%1E)Z|
zj92IQv&Ma(ls%Q=Ss{&eyx)Wv<A(pzC#CL}4h2U>Rmj83*L#=B;?IqNDaz08M}lG2
zMY|$(tj{dJFNCB&`T^v%>6Hj~>^Pr-BJ1GH^N@wFx%T5l%{91qr_xP`z%~ay6)-SC
z1$KnYN=7)QLNNpyiih9)0^!9_ZOB*Iw*;Sn7#KjlEeG5szl(`$sg^rD?o9wGZ0>*3
zMPT!y#vS_$3SqO{d7u7QumEvBuuL8b(fx#*v9Wh|K7>$6L11vs!nU|k#4m8e$P&^c
z{w6_M16)>Ft3q4794E&kf>Pi>g#wNLTp1^L&WE;Qa6PyiBuRBd*rrHLk`1}3h1iXQ
zRBqiger~(_>~VYSj-@V^CojqP#VSHO<=amVBJM0e$EuyoOXS$T%Lsf<(L2Tt6ZlHg
zpFY<6E33`NAd?qejZP1uAZy;xNc>+RVNsFc&|mL`fy0i~eBMD8`x?aDq!Ic3`*l|K
z89AWrB(Nqy_J!9pmJ-?wO5X!+8qvzK{~~7k03X=rci6-kW+tukVM!=3fp$C$F!7q1
zse0N9O%ZthC-S<of1>DXWq3BkQV|yoc+b3y3~q6DU=ZKF!pv}afouR8>`MDp*uz`W
zK3!aRL~&qn;%j?B)3vNKxz9A+Va3R*UU~~{<@n<ByhW2NO@Hru=U0!mSsf=JE+g>i
zXKtlUp^DI#7%Thn>%!dP!d!i^s${Phtj?eJTzTj94C|WZUg;^GC5&bJ1ES18Q9RR4
zIacNT|AGj2j=jsYXUg#S^kvDXA$hs?nVHWoFPpsHia%;9ds-mz$1WV<_%zVSY}3xm
zizpIo0?l|rNJRP;ERIxyevfSkPZQ-PaU#I$V0uPJ5Cvh|g=C*o=m<Zss2Rir511-?
ze-9qD!<ikTit3NKFXZw#?lId5DwWIgnfg9=s6768q-Hi-i-UiIEddL&Vi5F{O?VUY
za|2H%5bJslx9l&XIM7rpl(uJn%`2VB?9^|u|G{SN&G}r1UbJEZYiy>Kff)Wb{|)-|
zwj=#($je!Rb2l4#?mnf2FLs<J2>(fl(<{02;+Z+g40-V83meqIa7WoD3Nq*^D~FE`
z&8tJ=ds^P2GEBpy9*`Jx_s18L7bZr1XbB4cc8@e{Eg$r33m?!W1Y4futh3mHNk+bV
zg0yNM4-^0Xq1;NM^spOQXZAZF?_c33;I-b>Le*35*w?&BIO;f~8-$@jg<V<bV#2tg
z-sw02$fe4D)%kcRGtEv<K+HYb+M_CSli%$v&M24P$Ys$VuIHSqiRnR-PfyL@<37u8
zS0BkJ@LjKrQgkrp`3eZ1XWRT)u{m0>I#_y&2K8!iDOSdR0AEs@M~0|hdZ}O3$DcNn
zo`1RUDMv@dx(ZD-c}$DY?&Xqr;r^4_AwhU%@@lWm)CA0kwOC^+BLmmgh&vIqKe%#|
zn1tQ)--Jp{&FRbn0seDV@k?+x0!$uRqibSV`rkoh(a(eZuls+#+Eg1AoxH9{W=O!%
z=ir7a35@qvk8_BmB(mcZf95Rq0vhLFdQ>aj^|$v#{u#vh7R3EYAEjA-5lRdYwLF{q
z#v$FnN0=D12C@G7%O*fnHyHOHFUzwrOa=&yQiWNX0dYnVN!egQ7V2)!1{y_;6du|X
z5O6=e1^R*pYIB4%7%Q_UJJAh?<3N>$6r1vw07DGuje-TYAv<2CxvSS?V3O#N&=ITo
z!`ZA!KO4e7T{!>tipmNfsFl;~Sg@f{0G4~^bG(1eGt4^u(t7?Cd85hXq>I(Rp1pSc
zS<L>Xz;m@cKB`CWDJ2+AJ`1rR&Q;A;*aC?^Pt2RW?`ULyrRKLIkr|?HW|7h^A>>Yv
zim9Ia^yf$XuM&nbl?ffHqI9qfAKMuKC|9JwPHAj|DmolXn;5;q3LoLJ^`pCcKz4;H
z7~R8T19dd0M9wf036h@ZTZ=IeHw9<`GV>F>@5t+7R06`~)ny^pulbG6dKSV(LHt*M
zk)8Vr?EHqs*`5V&aBx~`c$z!qU*C@DhUPk=vjulmAJQFB6H}P<ttRPyNd$NopK=u5
zYCT&}BM^xf9^DP9=mRu<=?o&kR?ThZAv%IwS;4aEm3oQ8R-`sFYY;K3e1Mq(DT)~Q
zD-m4*nM%q-N0&=V7sqPS-w10bOUq(c%Zc5*Kd0lZmC_avD=>+YB48H8Z9*V!0ovNb
z=IAnDXp^8l2dUup5TPS-KIJg;3Rm-w{RjuzSAz>b2M2!+&cyXo)i*b_G<((6111!H
zFcn@ZVvk@ejLtIU1F7;Jr%E@RB%gqaT@4Bb_;z*=#PP9~>s1cNHLs8VvpfFewEyUL
zzh^^zOm>Lwb^uPWE+AG|C_FPZ_ZWWraK$56{8#&Sng58^Wk%ixkL0}av7Jxb6S~Ok
zJ$CqyD9Il=<?GcS)+4!{W9e{}97*UNt%c(dTE%l$%p<3({i<G^#m0SVkBiE0kWS2D
zv4d?rf9l8kP<&91p5vZ!A(?fz{*PUrbHDHYazv53KQj$~X6Ai(AZaDTIG**;v9mN5
zaH4pVtPs!;sw`y{3rDH-R=~K)i;<$qF~IBojCOnb5s)I}2Kti1Py#nXCI0S7VU1~E
zx2b#{70vF-PN}Adtc%QiMez~JjVE%r(ygr?L#-$`Lgy0N;A?yI#8|lB@S)hG)D7UQ
zWiPOt134+It4_jYv7vgT^X_v)lOFJ+w4sSOkZiml=JVKcT$at_9UW1dRvQY6_3SrG
z4xD$0Nipo4hUn+<6e3ZbumsGS+q1xKbt+OL!SJ!z*_@i>LuhX{I${hz(LJ@g&oNbc
z`jbsl-;5h-A;}-Ubl3R#^dip?;1vHm)4Y{&nYucq|H$Ff*Ia&aPhnj)cO{ZyJh`4y
zZ6&>E%c(Q_o1G6mRd5RHml6=~Jl#(r_5z2ALAQw6w{=g+JS-C^`S+pB#98+DTm8tC
z)WIYoj3TDQJxj1gKegMJ_VBo(Q)OR%GNlIA){YB{FOhHd^@y{IqT_u7Cm{i(enInp
zsn1`q6Qpj*51^mi7!=Z7BP_J&pMJ___~SwAVV~R)BE!L4{!ncrwAEI5RhGa7y33I5
zX?>U@lH{Gzo;;{vB(h-fX&5qMCcmy^Kkyh6X{)xc#xncRwZ8t%E#BYy-Njnlt9<t>
zoyw3lH?3=G4md7J<kPuH^RpB3`+q3UI7uRHyV$?Y4|9F5Q<D#_Nl=Bhim6Tl;#|-v
zif-5b$>T+?Au~ZQ|MU*N9a9$XDu>$c?r()IEkg=pcA4twP8*Ycr(HaK--Y^LmR)o`
zn(UQMm`N%YRm8nxbf%s1#Ql7~9#Qe}JY21$=0ksmMFsC?fFb@u@0o%AhL%BQQ8l}y
zSwXqvJBLpnkL^X|$3~<$hKof<TFN=!c$xGRswS38jQhW~{2jyPWBM&{Z9=vj67=>|
zsHh9`w|4bz$Ol4$Szm7g=C$iZi<7&n7PYRsyYf}cxhrP~_P`Z;nq`5#*|or+H{l^S
zY}<^$)IhWV1pB)Jv1?htg><m*iNjm-rMBzY`xaQ=qw|;|z$Bjzat%fuOP+L|Zs!@o
zL+;+g%{q`H@6RC?(tn3W9pL_Udl8!DtI`4J%XDH3X;HUh#7SkxA~VWrw50ITQ})GQ
zaiNoHizQ>q9V;vS?UEgh6i_$Y3$Nd`Wk&Pb*D=x0fHwy3**}o*RA%~IVcv93)^uv#
zTp_Da7{nU?dx`qGs#Bz)QK^sJ7svpcQtq=}<6j?T8aBRqq<=lv|91YYM-J%H<fJd9
z7R+VlOy#r9X5TZ*qBGJm0Kq=6YJ9|t<3Pvv-o^C>rS|F;g@aGfmXl~`S~zsF7g}3l
zS-W9*@)KNirrY)1Erc8D%n`9)LW1`L%(@UOL(vKqPNa$kH;H`j0$`hu1S<q!tpbYC
zA%LiaEd`!I_%#D1OMgv9{vin2FnP&2a{6V|qh-XcNyD>QodIYd?GUG{3|V1_(LBoo
zqRa2YAhB53VxM5v8ZGw^@RmQRha4*@cI{1(_KlDW&>jj!l(rg|f1NM$n=6i$T%6<)
z8g9Z-g;6Vfs-SvzRU1oMtxZy?lLVAgyp;@tHGC8o#!BA0^iAZKHYc?10PN1*{SBp8
zo89n8@$UapndbB9=JT1}<qV>b(Q{ML*<f)C@o=1XpjSE+Cr{({h^|xaN%K9j_U2uS
zLAE*31*<2&?C%BX@ilxj+@?A2yXi$G4!kqb0CJ5ke46vP*UHZyyK2ptYh#4xjPX$G
zx&hMq!MIp-WlhyDaR55tNL-n}pYnk^n=2omSlZHDNy|;r3IousS)94$URnsh%nJFC
z`5ZwpZTmNUi(-1`m?M$t1N0174&tNer7H&!Jdalp@@b37#lIKwJDqjG%xf~pLmb~V
zr;QO&C_yo_j*x6qlCD1y{DJzxlRP9X>SrnCgLen18~t9Yq_4=I%xsB~sPKbh2N2LS
z;73S%v`W9e$hPzQ-r<iiUMSFJw*);}33u)vtzXD19bBxR8LFR|O@)FZ!!7YK#XP!G
zEGppG7rI~=P%kZ?aLZy&eIx&at<k1qXYiIEAi8I;)Nwv?^z$bH$NrvQf7QS-v!hZy
z`GBPV;Y%o)wFG0o3s1tbF<nasXRx8sGgmu}5UoMX&0&O=ACrXw6}5`PAD&jIy#a#Q
zz3dy==BR_i@1nfrw^rr{p9qf(8BzrkB(o-i1GblZ3@1Zek9t8f0yl1VX~`rc^}up0
zGo;;VU?|TpxWVo>mx*Br8EgN<rN!Y233)$bkV)rK;}IWkcx!XW>@2Z&h}hg;0sjX{
z7a=|_tK+o9oB)+6(tQK-DLoXp4^Z&BeGgy>!UCm&5AZw=uc9`G3*xzs!~MFwggbm$
z0A_^jZqkx;z}B(R2RgNrBH5cY{=Ar{*HNulYbmVTtvXyr2*~v86nC^x{asZ6=4Zr9
z;7)=cJC*FkkOxG25PWhKy&Fs#l7P}4H)~+I*v4mqr6Xt`IZhkXDJ$W7NAgwpDk#8h
zEw3l|Ukf7;pRpe!FAO)mzjs#^GP?^{=!T*}&Hn|sj^_GE*0K*U9P~)=2Y9mPShLaf
zFWy&QCnSZjlU(B*;`*f%q5FP6KNk`z3UL2ZeI6e$A+Y~&4xdt4!3~Y?Mly(<3U)T<
z`xWADYkySyrWw!1^_7URu>bvYMMYg*+-fDNdm_!V_OEM4B9UR4U8Ppvhauk6cEwlL
zJ{+8&r!A`MD>F(NrZ{1t*SKi>x)`&|R_&c6nQoxuhuhXaQ&lbSejez6x4h`3D`@<W
z*CF81$VBd;S<`%n*L={W<KhUj<JkOaMnIkPiJK;dx>aK>WG@t3e1;y&^_-IqaMt#j
zWjP7g`sy5_Y2<1%vXhH`Z<lj^mcH=oqaK$5c&A{0mu346WXpE@$nx0v)x!pf#uniw
z39%+&3DF<3l2bo^<SDR{#r{d>(h0cUu1tTZl_QlpVoUjsDjXlC&Oy`;Zmp;xP$YO)
zRT4+02<>*!CkOBz-Gn{+&@HCx2nsAB`F(ao?rGVDCeQ2@3f02TqmX}n!&`^}Z9v?h
z4}+8tfm9m%Popk;F0BkRJJ+SoFEkIudO%}L;@8&jv+++jIQFPQ*3)uj<XZx4r5w>u
z!(g^@T-NQZDBNhu8_&KyTbL%aZs<`m>wxeO-o>8%oHvt|X`z_Fu!4AtX>*B^|NGVh
z_0=n<olk!6$~Odue}%-^eBG6r@Xy5;$<Y!hQ`t)>X~#=aP9^2o8Tj|ltebW0JImtF
z_(Sd91)2&PD<-q<4e+z?Q6iajG(^1SOb0b2rl(AJz+*EO%NYhKyeRx6LP``o_usyl
zF>qYd5Cq&I*Tk+sw@rf+0Z_wTxX=-h_kgM)3<(m33!f3wTSSKdCu>P}1zl8FkTb8j
ztYxt7Uq#D+x#HtQ7sI~`Wjk%pe|t9O&e~HJjnf9DYNZECKD{!7|Mn>;J28$9nfhyF
zztz}39Z(!KE610d)BL93N>Cul8q-rh72$jo$odP-k{)zq6Xep@QH{5xC7(}O@DiiA
z`1FGf`;-X7o+vsZ43Q-?1=}aua08U)(`YCm+;LwvjVZ-#3;&;fvTk<k*WNrJpsCq>
zYZjK7q^qe``rl^h$IWm(`#6LzGxA6Hx~nyvqdkqa)jfMVHmlccuU}E`TIO)pY18Xr
z@o}Y8qB;c!Fs0}c_Wp0Y(=88|fcTmo{~_fi0Dfjd!32oL8RePX#l$up93G5~Xy=pv
z`}T~GJN7e>7{~M=L8Ju1!)3X#ho#r*FVYCY05aJVfU9qwme(K-xARk6;6*{=L}wTr
z0C==`{5quBaObGv`|2ZYtZLt%!m?tc@!f8&vDaOpV+XBLwGn3^F+jF>28#5wj0EwK
z0vS16O&nFQcsRMU5Ws~*#mr`o5n$cydJ;y@WrfC%LecB!>X}CQaph$#2YYb@#;xJw
zv5E=hT8z#3d$ru}Ac;&iNA7zSd^mt2P1!>0_;~-Y;JuM7uV~AA2NwaYRnxTQ`dB3B
z70_X0K`TF|0Pa~ib^&MkL!K^@Tx!}mX8I|%bz)4h^fd8K%nfw%D+1IFdJe=(7vi7k
za1jM_d-&j?Q*^FlOc||`8lj6LBKlh?usR)|FE(q$(Shn;8tJ%tCemaefYP-thKXk8
z8a&<&dQtHe+8g7h`Ab+yfhi)8L_~~C;sI%|!ed&?r`N<B$`ED14<`)wMS3k?l3cG<
zeLSifR~dSKpAjI(Uq|E#u0AJ@j7TC`AP$$O02Xyps2*lyL^Cdm7|14|6laH{kf7)_
z$f4K8;oEBxKyNc`u8Zl>1}aRC5D6|63Du+{mX3Coj!*D0Jqfk0-*?4ebb!BIiYy$5
zh9E5EU#Iu!Aqm#fK7uLF<UTDHAHY-K{JU$7L1Y^l<(ilnrMxsTUVLdh|I&ET7?u%U
zSMT%16AWyFQ=Wm?(aDkP5QHj#;`m44Uw5<<5O4I5Xn4DA;_GM<8iJe=KhJgEe>6Ym
znU)$89Tt<@8AG<JY?Pc0q5F6G`#_26$%{|U&#cYQgp9m}OKVxQIVpJPcWjsWj%r<H
z1k5YHq1h0G|Dasgdb_RlRu3VbPjAOfLK#5l6;PPVsx$t={P$z?-^SX%HM9xqfmN7(
zeTw0u-PG(K*=Gh?jtPEMkL8{x0T!E4zJpZmKi_!(_q$V<IPQ-PQC5=3B?7HEn6Jh!
zKU#76Y@8U~e4vkM2YU$)w}Amy?s`DW35bGchJz)oDNgDvfg3W@urv@qTKJtZ6h{eo
zc8m-&kN`Fc6p;Kz@WksW;w_~1lu(la_Z(c4sTA$*D&WZ;IdxD=>Z&MKc8wS>K)9=%
z&HKyQ#t^E|FChS}Xq)4{Snek%<o2KK;PjyBllk8`y|4kMx}mhC^R%`z0PrGuaD^HW
znawnU<iLb;-Un87Xznm4V&gpd_y^#z<LS29UUQ@b-rcFr1koV8q}B-?0DvHe6Ss>Q
zo7@{Ix)n1$KQ$xN<owHVUZVN>bLtKC@OA#s<Ni9^mm^UG9!!H0DS93|IzRQ_?3tEO
z>1KTNB@JpDQi5WVLzv#hGr9j|J57A@I5US<pC8%%Ri7z>Ocg2x29T^Nh8Ad<DsH|t
zI(8JX6M<4mkmX7;jncb-n6&eNv1^2Vw}F3T#=O`cC&^Pa%0@`TiO{h!q5&T}nwjGB
zo#`a#<_hxK&UVG_<LYE=?R2A1hQDll%Wjv8y)A*YilCA+jGH897XZ0la0Jb@PxCk)
zx@;Co1|N>Cx9)x`M3a3i2z|hHY(BNQk-!i{9v}ALv@2RiLU|>bBRD&`Q5R2r`1q)l
zDnekZ#MSu$AwA8&dNKK@+AD%{D5RAeFk`=6<Z*hc`%~8d?;253QC(A7QdV76RzikR
zB>h}cf=bKX(4?ie$gMg{OZuAMlvI`V-n%+R)%}Y}fce(h;Nc3P7nkJ3*M*kDj*oe8
z`NhAN?;~1P6#TFe=kP#}%UX-h%c5C0>UyFa=tSMLbS+_y;B1(yA~@!1HRSH73#)x*
zfjwPZ#XhEvEegi`0p_k!l70{<1jFWsJpXu$4fH)J`g?-@yKI8>y8YH=-gUJX50D*D
z5hf7K`e1--(B0K5i+1;G{S;8v<lX7};$*=BMTK_Xn>%u@Re566`qZbsI|m|fw#5!V
zx6ymq5DB4uBeBn3UOK<NGgI=(9Ax=S3%J&r{m^TvY7D+ih;CZeIta*}@sg}5_<@75
z;@JW<4S4dM+h^J<-r}H&ABfdF;;Rt=x<dkgerQ#udcA`^ugBGu#|gke>#}X@({CDP
zfeFrv<vFVOxN5lIPTp4gOB-Wt4~!bg#J-;Y#DRm)U;@n|556k!G)TbO?=8g4S&Ewi
z&K>$_>NS|qTsr5lnB)|PWVig#D&@$f&*-_&BnZh(a=}k_#tTD7xY{wTL!8;e_dfu4
z^VIY|yB}64h<;G$tySnP7x~^I%|N08RfN*$5m8Um4FO^JSH1F|m6rL!%|`JGG|{T6
zop?zhb)%<s<5zX#ZySNDvv}3GbiW306JwbH#xj>(RMTA)c#fOm8Y<&xLZzqFe96fI
zRjyZh<%D2;aG;)hY!AE-2N_hE{uEy2tl)Kn+QMoGVQk!8-0v<Pyo2hC;Qh#8`;|+d
zESNym%{6z%Tt8m<Bk>9K<!P~(JIt$|^U}RI(Xq#phH<bP1O*_Wj!B@`S|lgxalm#A
z(2r^-W&;;{jLPSKsL7d8F#H{2Ag&&7Vi9_e1P_iw8VXZn52+YGb{$>>^(bkc_B20B
z0g>=@g?8X>^(E|!nf(Slyw&V-_!UGFk%3Z)ZlMG|gvT=ZqT!#Q+^p^m9UGiDr1jY1
zN|c+;dT}&fX2=J!*q}$!ch8Liszm?3u)8#LXiQ}CDy5Eqf=xLFEj`yQJ*h>M0J$Yj
z8OgrSxU$e=3oUP<VyLK(I~_p;Lik?`{PMc~;LLh%Yp@!hB|QGR{(jtsBpp|^koHSM
zx~>}G;QyoufiaB)uU<wdSk-&%XF`Q)Whs-7x2dj9Mu=gnj;yh8_);EVEQtCJQ6UIM
zdQ_jOu&B4QR8hOe+=Bp-QeCo=2@rpzO+=TCO(+K)cswjyhK7v&<s1Y1K8fdXoZHbm
zk0N>wMQCONiOL?YF4$<D0<WH0mC4UVVq49XCwBe?OG~48eG9vttJh8E*J{O|QK=zc
zno@MZtPi+kHFUf)3-+t}QD;+68Nz(+6o-Bfh?!f+q^m+-jNkU{U!T+(p~46vU)~HQ
zMur2-YHnyKBCyl5Z}*#o9+~w)RzOS8eAnIQFxJ^CJ+ci;h`S;SE0FvsBe&V(Cgaz&
z#~sGSy>>hAt<T#{PRqCPJV5^d_>C)VZif?5AAP7DA#SPNpqLX1)~{l3QO8s30m?Ba
zo_@k_f!BQQuNd86*gt|4P|jNfs*>cui~9{L8{!Qc8|oPRmG{d0AMk0F1{2l`QX}q^
z?JN?3yKS>Z2Kpkl=|Mt;{%-4Acb;6w1)t~$xWZfAFS@<L5f}Kut&i)8H53jp&L=fO
ze~;1CK8r)Ll0mIOcef_9XxwFn3^!lT<!4)zG7ruv2z#_fie?1;g2vgm620PAO<Pcx
zkH{^|9$~-7wPj_FcedK@L=DLAGJ0{~z#IYYhbj|ifik(w#F(q>quTBM{6U+>gC01`
zaphyeLCnNi*wwR_|0o>gZLti`>D24N^B-7ogb}xOlz`X#oRBXBn7X!<;o~bWzQe`0
zm2QFX)8eac&Cp!+<!4bF*<TXvobGG<lFYP!!`tVpIFlJy{oi||#j1v8Lx-d4k%i}Z
zzfJOf8x}RSzyd66jx9aeK88xoydY3<sK`TthUasd9Q>Viyk}Vss-)-4=U0t8Ki2yO
zd95`395ZTrCs3J6UymydV|%C2OXBklC-r@KL{wv9+s98iiEWji-qq)Xg{2nObY^DO
zl$Bj&R3f0_JcPL5@CGmqN59H*FL7&KG9^_rBd?OU1r>UJy;<EC_;`vcKmi2yrr$CV
zjB<_?(gQxYd+j{uM|6b~bGyT%fbAYn@UDB>X^|?V2b{?Ao4}LFxANWz>ual<It><G
z1FM5W(p{(RLsB1;+_7vrWU*0)YYOBrIsI!wMC|S+WO#f)d|=LJ00#be4&vCr<$$kJ
zOZIkIt~bJ0>n-jW-@059fCnnn0&U-CCy>A`*FD8e6V{_F@2RTwvQ_M+to=QV>tF&X
z4@A}ZR!omX8cda{&cmSuANxQQ79tz+SgL=46JS`GclZ`}qWyezxe8bi0}1~SNcax<
zv*7i`&tu;q*}XvcnDZ4?BS9qSo&qQBljd|^*I&qmDxjBge<4Od=oXfCMlR6hB@_JW
zI`}i?-HU9LU?bAZWxJz$=2dgY5QSQcM6u?_bp6Emx+SxhhY$D>i-lcKF+|G#3HZc;
z@sADbmecXJ^WmZG8uxS~_1;U8w_4JK1pivZ-Mc8_pMJ3H!E)FRF+%__$widm(gtV+
z^(RrTYNxwOYJrM@!Kv>p6f6S_F4x5G@bLPkP$CMI-NKSlc<f8x`M=Kux?qZBDA<6c
z%W(JL-rCN~9bc}7^zV?bF{8j&k1MCF-H;vfvb!1BqO{^gAOZJ^dcM%rKj9@Fr9juP
zhAkST>4+U5`wp*ON5v#Ipp~s$U;ik)Ny9`p1Ziy(=kifCzhHZVUvKme6vydEz>Kka
zBa4dBB$v?(>$$K1P>U`=DvS{R;ofG`Cl}x;L{370cMT*Np&_kuUGc!B=>jf1KX0TP
zlvw^%3WYn)2n;@Xyi@>!P9o#5R%pL=bQK>J_8sE=-0q}ec;Q81TN8goH)x>pfLwoO
zhwHxyt(U2+UHoF+?*13OUn&TBQa#gq9R^~Ak;;Z|p*&r&$XBH2Vd$`FbKxE0kiQ!6
z7Ba}Js4Kt<<n`d#i3v2+tBL0xQq4Z%AG=2cpDUYN<XkkOU5xn84o|E7zXzn%P;YA#
zZZmNj_fJnNHaj~urza!CP;rKb1pmmDk)X$51%ezV(Jkc<^{Gt3$WLf|<o#jD(&by`
zBVfd3d<{720S>xg9dW-_%t<d2cuRhXy;3A#P|{@l=Nb|Z<k|?CDi;AZU&YYK;>Ma{
z_1W%J0J<Ms_v?4duaE2Z=U_KP&3$Xc9DMkZ-5>_>9U`K#o12G$3bY!Ed-!3NJS0J+
z*wFjNAJO5da5r>BQ)(MM3Rqj#sZbM*!m~|sb4+sblyMcUoviHatn9Sbi23gGsf@wr
z^e{bod)#1LztGFDXl3XgVHu&aim|W@;fw^k=PL&eKFQ8c<w>8CGozBr+9cN@Pr0#{
zB$yuksFO+pjN+`O;!u3~ra<kHK=~0z`H|)(SNV}pIV-eWRczTp`<Kp}+}b4ri#8qw
zkMxdh^Q*MHt#`vZXDLN{6CCdP*?St?vF|40Xbb4LXc!~IqY;XIspZGr`Yl<8jmlfo
zF53pL9l6PIc_MS^b;i>M!^`cpZ3gwlwkvax(^6zgzY*rDMJhQ$<<&9mrKPuNX;h58
zO5NnJT9w|s(9m!wl)wt8a3~^33VRLw?o~x(_ik#H!RR8}(VXAmvDCndP?tc-OwoMF
zs;A=qa0VF!p)lMHT7zV}v6F0sd`O+uMF6*rBW8*HhIMHC<nr)g@5cb5Jrao{w}nN;
zFv@|&CaBX7ug|&Atb!d2o-D6Bx|`Dc9^2HE9y$w?k=v`J<!E%sG#F-L-aU|YjI9rz
zS2nzQ@scu!{{AVunaNV*5B=el`z_W#C;GS`F7G>9c0UkuqVXr>)PsvA@^vgj++cni
zW18Lnp&j|qSPl#>hyK!p@)cQ*S;iY~`^dLaScK%sFcP1c7K@$xMqVd18Tfk54yvRc
z3RWc|J$}=-7V!=EB@5$(9g`~Ji9j8f7N?h&(*~;+mtVIyOctIWU41Ls4RT--cUm|+
zmM(8QepQoY6?!_>KIwYgCFO(~z~B<%x%foRjjNrMcwQ5;V5N+q_A8p$CquDjM_nF%
z{xt!pFXX)nh`ml(t9AVOA46-z>mr9k1$#Bp_O5J;!8)!RLt7Ar^zsizoO7jdeiaUl
zMnxOJ<Eg*cczU@ON6K^kg0ETNvPX}vkGjxD$A-ynE$IKyeWr%wW_J$r_{SxnC0Df6
z-}mF4k_pS8tIyvdJK{`O8+4yIo+4)i5({;|6~C3Br^|S%t5F|$A;WKbhYthCJC)k~
z*%)kiAgY-)+zsdNPajB&(is+HM=2U<YrOhx{c8NZ!i!we!pu)1$47pt1&Q+<vabsN
z=jf`Vn)>^&<S5xJKx(5ykdTzvXb|Z}8UYcJMiFF;8r>-kD%~L6Dbgh%(ka~o#(3}V
zJ!kx}bH>iux%b@f=lMLf`v-emD0Pr|aD$oq`D!F;!TWOlce(lHeg+-#YAYz~eJif6
z=^z$|hA&=U@-1Sq6BqE?GY~Tr7k>q+L10f;N8q?aKufrN0D~+dFBXxQ^ESYP)z;ck
z6Yh;{`EZ>tQRmxyHk&1Vjrjv!Xt~~S5H<J0J6?{b&ctoaaxAvFoMmwEwRr4x(isf5
z_+AbcC#$!)x~v4b<&9)AHj4P{VvqL6GH*D*yIX%kE2)RPUlo0rOx`be0w`%Bx-vZ2
zn*P1;{GBW-z3a$|u{4*P-EUmU;6!qcFkzTD3b_a{Ok}lS!yvwBQUtd%&7L{!_A4L;
z;x-1lmIPf3dq~(sg(e+fX(_h8`S&2;{|puLoM4{l>)!YM5e~m1(8vOfh>}q9QpBEI
zJ<^4<2P~7>K=X0=AWEFt-b|ekUVn0be)qnK<Ekkn?W0{9p~xZl$Imj)Za4{j_ce40
zs!SAE?sr!#Fxnxu&Mha|Iwx5!l&@`Y@iAd8^GvDWOp9cHEzjt;8K}e%{c+2#o7B7N
zzopMic_%W4bQsj)8D8G^;_<y>n~js99%dTXelqWm0kL+<KEU9~2`n*Ny>qvAJhR#}
z#6q0xQY@m69)IWZIe85_k<T=e9Du%y%yXnrxeO4FjKssrQH-z-k4bjSa{n9>nF>hW
z7|O?Wq#l81@yaec7=d;9H!a^sm8itZgp6)Nefdl46lIkH(L*`Q>}-C&ubi5i{!}EK
zB<v_gHa!1v1n_+dF?Npzpq-!pvG~xkeEyQhek9iffxinqvjM0CUy{^r@T?ZieHnK1
zwH^yw!uEERh*VAuy0Sr<!U5XipNz#nAD92^I3!Pin`Gng2v_i#AP*%g&|YG}j9JK7
zsk@G0Fh&2s%#;FB+GDmZ4g_pi*CwlMFuffcu5ugWL)MuS6VXo7&w*S1_;eM@PD+>>
zBGU*{W+1E~xN8ZPmww2iLc$G;qGqQLKyrrcj6~an!>R=C1w?eg0{Gut66`?l-(0X_
z4%82=<F~;0m7>CLG+r$2zm79izAxe*W2(X`@gQIc`lHuE@@c6biL2A`htdlVb{&4g
zbDQ@f-^!+GP+Dv6jJEnABy+cZWF)aj7@<Fx|D8a7E_b1)u7Xcp1n^LtZo)G1gt^8u
z_+#Ba5Mq_QkbCc6<q`hLCHj*ml?}vUR*H5|&n7Q5!8<Mxxd$DrZCzY=f9++I1m&Uy
zc_9ieKxJY|5FS3tg+^~XzxWw{_nOJ)h0ET~@F6w><6q@Y1wgg#`D|41W}Qe|P0QIj
z!;bmi*>hTw?y~dWAL`mF?I!4G!esuze%vQQF_Y9F-1j<Q5#UefpPkp*(Vs!^-2?0v
zjTX>B@|wO^b8%=n4^SY{xp4;aLN565o<WxHY&u^L%upxywbl#0aCISUh%}*X@U}nQ
zUmx?%HKA?!V86D|6YEVKd|*z4JMQc^pjK*a<UbaEPyu46@D=m^_v@LQc_w2sT);UR
z19F$9Z<6p|rY6}&X5%cEhB-SSz&-V{LkyM5U>*S`IqK?X^{pqvI#V4l|Jm7$bqWMR
zA5`<l@LiH?5EP5-ILjDa1j$Vo2M4FGnCDuawba1{gKz%k9bV+j*}oiyL-1EDsvk`W
z0|mZ+KzWoKBd3Y2xSTcZhVy%Q8b}<0C8puErR!Ho8(f4|);BiVgjyd8Th3R4zl75j
z@zv;MI2B7awWedxw$pG6!rsEh^o}njsDFd;dXMF0biWhGB4kKN<z=0;B#F%+mzofA
zl8z*J0_$lq+r3*&)CR~Hr<pm=*A4y~G-gVqmElE`de4`WBb_oTbSC*;C7+ZlQgIM9
zm=a)AiKYRbL5n(&#aA?oeW&mQc77IqMQ)wGqH*@3iIK_I>BYZVXHq_VYk)M&n*{pC
zkq`CQrG;_)BiEQ(hZYZRbE_@JXVnNuHA+j<+-lfh#QPfm1dADAW>V{oY3I_mjA*uK
z@^%eWb(Bo+O2q3u`dw6FR$A}cLrWAiMHYzQPgR8R-?L7wp*SR<>|jdqL+}ux43%HO
zLi{b{f~}N!jRQwCt%>4&{nHr9E}p%lS`US?;NM?S(w^bpyk1|t={hw9xI4F7;>C;!
z0?nVW1@*(2KW-XP5Pi16RWioE1R*WqmT6GiHrI{j=9Bc|zKc?&w&rT{=S-K7CXo%F
zyi-WZ@;zVA^AA2^b-QWOSA>EZw_TEP%VVu<`_PU0{#`HMcQ_ek*moc<?GNks1X)QE
zV2TMzZ8I{Yl0lmf>f!uWe|o*@JO?fmF|k?505lMXTIAiEd9vsJdK|8K*}ekGZ|#ZV
zMBedjXR{iH+gBRCWH)jDb=Z`wbpqR*;oS^$|0%(YUdLoqVFO&FK*<se+RieRWzOOi
z12(s`$)Cf@yc10?3L18eH>>3S*c7+Ap>uSaLamEa<pP2}*CslqMtbCA*ieoLPK*f-
z^$7kPVjlj>JTSyFIW@C5I~q{F`lfEU*LY}NyQkm8=(mZ=FB26VF?_i-sP3Cvf^g_d
zgCZa!D2~4ttSimGE5iz<FmSzV;BwcXXq1z#OjFQU#j2T%(EkYhnlSj0q6H_{EcY`O
ze%%bANfUuIgm(r4L?}D)`wkB8gpXq8k~$X$GB|~ct$h;P@D``O8a+ne!3$>8k39y#
z6W|pX8AF`kGPN59^iZZ^m0uH2X49PHhTs`Ki^yxKc$%sX&XBv^@WA(B-~i;zmxlty
z$gKet`CB=@D=3-m1$b4MD1Y-1T;K;|;TM@+oS8p#S9%abAb~F@cIa>K`_a>Z{IKg;
z!KZ95s$IahyaY*0%ly6$*7z}XA3KVV)pRMW+?AEvzHE%Eu2rxrBG)k3h&EV@Ok9sh
zw2e-%y_@)&;^8+&zL)G6R05ne8=E76UID@Mn$=aqXVUJsKH+j#l0E!UpB<Irr>2G5
z`-<(z7oIHU>L(Zi69PHm`j_>(73*N11o*?o+0AE|j-TvlP8r)4iSM0KZS6AOI%HZ|
ztJ|4npLa+`ErF^H$tT{pt#XcIEok1qgD4&mtP%WTqzLtb1c?ANq71qMbiW_O`~9Rt
z$D3g-;7$hESYBH5JbNR|n>sQ)n3ml<W|{imTlKeZee}u*40_Ch&cGsJoIbE)85*{o
zT2=}a447W|r#Z(%et`f-HS|q=lEZgGvQBNSDHE+J`B;aq1y%*!!n%qDKAKv>@_x|z
zw*{ZG|NALh<68xV4#h=G?TwRgKg3JLcp+IoM8R8~+w3mAiS=ATt1u+L=ES7IZ`o5C
ze3>V(kpGUIB~Y9ZmY@U7THwb&F3K;$FC-u+@+@@<9>YaLrBAiNy8Dm<Xw;D-XCT<|
zxcX7_Ns`S}nj5C?AW<^us%h94|GOetuiCtbdmoDFhI2lD!TDT;^SLT#qcUgXixQ7K
zmt@1$r<HSRR*A*kFS-@1f~o`k<GWpzNWEGE=~vpBmQ@C3Rev&jYV!nE#KqMn#MQ=_
z*s51eMpREGR8Pvw5(^~3ApXWAr?Nc4F|1?xWAP?MPa1TUTnj~%6vO2n5|T5CsZNTk
zPO?Jm^+@gaAB5|@NyzdGG93Kxe=HEhvZR4Dfrb@f0m`Kh6@g4`ZfDkHH?cs3vh(YE
zmCPYFap^X3C6*8_63+mNW{a*jpni~74$>kVM&fI+7O-`gLmJ4cWE@AZfDp_;RB-xJ
zwqd9-p!BSU;c<#mfe9zcD}gPf1vkvL_26SkpXB_&wd4~eH>AV4&8Ow6Nt1APu}ss-
zFV~{CwmS|dPrcRPbZuMRyQzJkOZyGX>^5@6^64>sTUd*9{?h`fHLIPHx}Lmr(N8!P
zN9kc!V|;eFR0q#68QhTRUD|7>zDvG)EnV2fV{qqsKKc}F^=r}Xvk+$Nrt2k7hfixt
z!`{Xbm<NT4d<CPyo@l_+uPQzT*4mCmORmYqeLjut8<WlPgzWV_a14>&7Yc=TXa73D
zp|HO%HAk$$M-PQ|;@8Thj_aDtL-#Gf4IL|>Vf^8m5Iw0uGS-lC?~vQ>ZDBqkfc5jc
z+eq+sI>R>F&3ty(yKBqbC-Aca_>AQiheL6BrYzv&-NFbzg5UY3TvfM&yWu=$^$D-X
zs(Qkcd1b#I*{e6O(cHAW)VJN%e!K#u;*q`V>f}gLg;y%-yZ-&h#$I$>#$FU#_Wjaw
znD=pqcd?Gf`=?Fr^?ToPqz=-hu|E@6MV%-XeSKGOzo=V3-3*92!Ow0$eAvTThg+A;
zzqdHz6TbZ$?CNj$?K&9nD{%;3`aed=e7C@^Z?<6%Poj}meOYa{693)!=D1CR56H&r
z9&jE1;R?&7w9n1Ls}Bnw*C(j6E|<1<p!4-txX335(q5N)4%CZ{FV?$yLX$_LTRy&D
zYnaG?ACXxfmP)Mzj&|RZYW?tP<orB<F73QV*Qxx;Uv1O+((jOUfJOd#m{Vwl)LBQ_
z#@(o`b0TN-bm~i)Kj^p+e}VF!<70BTnM(YZ(Cy=#NS;0xwtLb&gz%44!6ak>f5T;o
z*p@SGV!$rAGZm&G`(+C-otu^DX77hJw)ewo??%-9kZ)c@7Rp@$*#}1Q2$up4%L)VE
zY^C>i4g+3&FL!9Ha|`3>0hj%785XHjpRSD3uT<A}QJ+2{VS^O-0S+RM)v-%zb#b#{
zuZ1$A6l4bm)X6wc-tw2MWuC0rgiJEySc?8w%1dE^lFe7$1}_ki0J4-Xaj^Gut6ZG#
z;@d4mX4_C6g2zN6kfZDw;FmO51c!O|9r)-5C_#ar35NnHSth-9N_yi&>*PRhZT-;E
z5kiEu_@)79hXYHsct(U4#+b)?p3nY$IyJ%c_m9BD@5h$LuqEiRKT(jS8Cz^?ioeV(
z>2p#10hXH=U7z`}{wtu1&N~;f$cx-N@|yH83u3eE%bbKO^f6)=d|E(xRz!aBy^GJs
z_|1vjs~QdOnuG5&i$emf?chHvSWi~M-S3!X*aVREHyh93!OGFdCmOtj#)`c`J?IJD
z(m-5xDci8Wg~Fh{4z5}_XW}5R1z<s<-chE(cgabz0rP|Vzg^+8Q}2))63Mg!=W%~%
zk1U{8yH|ssE9j8R>}E0#f7l6UrL@{m@NMpg^FM;r5cvbAC)Z0cql6HIyv1|k>LL0t
zEP)9KAK!&llz1kO<4F~{4u1%eWHwqHrh@u<f_Kcc@WCMcU|0-#{~gEGp8D}(;#%Fa
zSoRJlJA6fS%r=w60|J%%_@T&b7XG=e=4lYQF}@0sd}*C^BIq#+MMfeEOD_#e2kg7}
zUFi|+*(ZE~I{Yum5U@ALm%W!hd9q3@!3YS^GCsa#m<!FL{f$KY@V6Sp#!hLU%$wMe
zW~wk~0KZ6}m=lHDY=jXF06&=L>l8>mdq3`noh>lzv~Uc2JEdQ=euQ$8K>h;=`JfA%
zAckL&l17kcfig5eom@65Y%+A9W@73Ms$YCD2ANa1<*K?}`y(uWt~hJf<N}-2OI;`2
z*4(n5$WU6oZ*ogZ8U*=DZlx`gO|l}TO<1`jr6?1_Od?3Rx|)ZEi!YpQ|I8c#c{@>_
z{iT)u<b8_C0HWMFyf@YVwjo%%{)V%Bc#0=UfpoFNOb6-I4YSDgQ*WZ*XTd!-I}4kr
zW0$>O9<sUmZtXYZcyFQssoL38&~o`Ox!eAvfslEY)Y&8EZt%)F_z?U79lc<)VIG4+
z;{~!oG$H*n?R!TZ68Y%;OmU9``fzA#t7ONtv<dv;@7c+sRHzAz44-giz{nQTE2WDV
z<)Sf<xVu0L-1|{27Kd^NeM;T}*p(ZW3@2+$&+^}LkA0u@rSoKg1*^p*>UKsF-<gOQ
z$K`bLu~-Z6$o?G3IczZ4&hv*<i}g+9Ua7`=$JW+w+r~<(Q$q!QcYIU0q0<JL=H_1S
zKVQyHS55G;Js470RSU9?B+9#c$#T{JgUHp+$_X0<Oc@dArE)xZrk+in8}S42kb{v4
zhZn$a^$BQJB40hUF?W$gs;rD@_rkx@^J(A(iWw(On#cK7QcJaiw|x2|#S$KP!k#1q
z4n~pwNu&B9D(qu!Jc)}a2uKw`AF9ahx+?9s%E&_h8HGKFPG-;K(V#6-eq8o~p;$eu
z;HQ{Qnio}<5v}V};dKJIi6d9zoUzZh+BH{)?Vjl>w;{GwHMRf`q8q&i^owUdHraoC
zQ_$}t-avo)diA`QWY<5Vw0U=so|mFD^7Q51(+Kz4Ga)U!4m|@aVE*t&l$hqUbCTQ(
zG~{aY2}*D76coSw_Umv3;Yr#7{utUW@A*?u7Dg3I6~YFft#7Hy)||cmJv=Cjo37Ui
z1owUfB0?6RYOXH5k>SYj{fv~Io8tqV<%U@wQsuU5_0>_<tth+^1o5VRcAZ9f-ZF9k
zRR4h}r3bIe#mjv*7&yhTzt7;<YHZg%`+EGN5Ms-aMwsni2oNCUbB6<V7Yrlowhg(J
zU7?cC;e||)1RmxCk=TdcNimnylW>a-qPvfMmq%+;7F%X2m9~Io4<U18_BkpR9Hm6!
z+uoC7=Nn593m(^%=J8;~;Oznxq~79@{%&>tZq%VV`S@!ACpn2_X#EBT<8|LRk$+?q
z>Ieq*uN(HSC+9ETHXcm7EZQ%%{+)3QFWg}#-xPV0&rauC%24iaXE0dzv+t_9SS`4n
zeQJVxY=V2bi+TR9(CAeEFO`whd>f}?OZ#tctqOCUa!RbrN^HuShfR$BnuMN#zdPu@
zG_b@G;a|1~VnFeUxx*m6)kG5(OPX^F#8E&8nN7f>7bJ490;Hy(Y2NEr{h#=%KVJ+?
zzZf_KpPQ5geBqXkIH*!5VBw#y6&4`sGBB4IH59w;9N-+D7K*itWll#j9fNy(_douA
zHU%dXxdWF6jV)8llpsR_oJky5SondR7=Jf>sox%F87I|ESWf+&Hy9Ffw~~o&)%FZr
zc`ay_e*wqJ-XgwR)aaSB;Bxj0)eZp=L|oA2_6IW9YykqmH{yukIdh6+faT+dvXU)@
z%e}o<9HNtEugu+QzmZ{<nGfZpI>4JWSk0alwAK<ju0)3|H9*0hgG?uiiuG)hLlX;G
zR2zU=J%5%5ww1q!jiGIo5O?R`LXymNCcx#d-iI7At%I2|@1pi=ab-1^9SUNX_?Qk<
z2ROwib~SJV6bAiB2>&|sh3!uYn^78@aa!-I)L!E+y@oOJsdP$TXca;Z19BMG<YMr0
zA8=AV-;+)Dl&(0&+eP(*#xJu~fSL`cApj{Fqq-I3rW8!4yae9@iLSocU3~SDImi?g
z(5fs$N?7WbjYC05ifhGmf4t7KYDnq_k&Bpw3r|?LCOI@x{r8YFS%D_#0?~E4lN4`G
zf#oD#BLICF^gQHWshO(Y#mK1X=sh}_6VhexLXf<G>DJc&AD%eNYUs(CJ2I>hJO~5!
zlr`?cH7YdNb_^&O@#X=3PH|poaj{%(emEJ4>1Qd^B*fMZT?d?oHkCFlCH0GON~)0|
zY~!6DGz3{8kAMx9465-CMGW1I<ng#$Dt!0d)G1)i@d-wZ-lJ(=r#*LlD~Um~aX0r2
zP?9HN$P+NyFQVdJsME7ild>6*vWZ5;H3c#=#~AJ~RqDek6=9WgrdEkf0Mt;k3Mvlt
z5ASxhBlYSIWjP2@9ynoJ$7s7sav?~>CAh@txWvbam{hE|8V2L42mPxDO{}=A*efR!
zdIJN@LTq~DSQX=bQP@+kCU3hXZM!7>b4~i^ob*=p>C_6(RA5j{j1dP@9#f_K4e5Ph
z+9{5&_x2x*zvK(NPyE`MifdexywaH$)B@@Ep9&$=g1n?5uk>dLh2S%F#3sWC@f9Gs
zPf3haqDsE9%046<(pJHzNm5a%G=j0Ic1}yT!}*zbA=+_O+Voo8FhV()n4tDcR(tC1
zwdB{`#67^3J9$8ogUrri$wVebUhX>`xmf$y8U;dA>|wX*a@<dRFTkC8iD=`>Pc+<z
z?GuAdyTUi`MjvRDsp5|L?0Ax-4j)YH_VMR`1TQaUWF(Ig314l$8+@x&2xEY7HCx%G
zqf(t*Iigd2kDwoI$TWa!Yl&k0qw2@EnXdk{Sw45ibK??waRH8ZP|WSgGp`XinW(jL
zCH_s}?MCioexCG=Je)!~#c?<2&Bd_O9<<+4%_2JCVJ813y}EqgeNsD`8)684TUemk
zquY78P=y-(Aj$8(HXFXmRi@BfCA|0gRYUs|X~(l{TBT%vL(vR=ogiw7j=<sO_O<Xn
z!P^yq3;5ti5r`=hxLRPfa5X2>`tci~RXdI>3h3`T+!Rj6zuLmskW!$|-y$;%x<O`X
zXF0mb=_;y7qLlifZ*sNJ3O1BWax<Yr$#F|Bh38gfL<zM;|2dri_8Qf4zCZd7cA*BZ
zHGUTS@XDG}&^XW$Nx7x$&pAZCUfuy+xmxuig#gUxA*Olj2TjF79eblSshOs+?dqe3
zRUbRzddO|QQa@Fo;xlffA!xbhQ{`63bJ#U*^DF6Te5?_7q%g%cz_F;PmL$E(ZhadX
z+Dq0N`=TOG%QnXP^V_AUaZKwO(SxQPr&A{{x7{W5rZ>Dz<gn*i-UoBBll5ZiHs95`
zx&z6Z8zny6<%y_o<27!v^#%(?w%(pZFJf2w4sb`w2e(HP-~<Fh2CFQBJKoGfVpbP#
zl@GfXTU&3T7f!byuTS8<=VNuy*6Z~qr-jd}iLc6=4}YGBE_nYNcx5om;$+^l+#t%A
z_4#Ie+kh{k&Her9<wSnwV~NYPLhEGp)AVf#q4|dEnf<6T-kl4_H#1{~4YfbM<`p@+
zDd47y{26L{ns!Ki#YVM1$Jiouh<d;ZUoUewTZB0Zfr6jsT)E8BH9YJUtOISV<K<$V
zbt(OzgBAYrTz(A<I*z}5oTNPL&EgkKd+^%mbVPq-g9`&u=qvL0x<~o%p2%uT9LI~i
z?yLK1i6KhLmHov+>dQ%TJV*{%!!+1jHrig*-+_O{hm(9HE%R&#3q<LU`TXJpg}(uX
z)3mYy$_Ci|499rWU2T)SiN8TN;1nbt{_>vUs`1kLmxJxNgXMG%=fOu}YmI+48~;4=
z1L7@YU_jh<AO>$8jP>C&D?^+9Xj1!Ltk+nrP?Yz002=qPm((-(s2%*{<z;|bO)cXd
z(hr$kIT=+mc`wUHrq}G{3MfzhAMiO_70>UaKiFMFdIhF~we;J;)t4ZHorfp}U>;aa
zSl^6WKZsKSyZO(b$VsN+&_Czye#bHm(sl7ILCNsv$+7oDWntLA;RN&cdjX&?&=&;!
zq|`PQ{sR`#Uo^|FoDX_QvTOw}JL`DoKFHM^D7s)F2W?LToSg(2yki*`dX~`hDY)jD
zyvxcyKPcG>9<gQ`zi!fVlUV5&H(l~-!}4nT_7TM}psh`kABSSxFfEY_JkH5ka+O<N
z5B66jK|vB!NNxh^eISn2xE$_liX-sjZg|4isE7G6$7uiV4s0MEMRULPO;_c-p@>%{
z4O+m4&U^(M-yOf?AH!-v(6>6iEXZuZ*v<%p{!P7S`gl3RJ_n@Zf58FTw+39oawQ{C
zGzWVEW`A;}T<WE!y}i>feu$MjR+_!CcG*(9zgaCc{6QjvwMuFjiUIbQqd@26DAmds
zE$bUH=i&>OqI36l5(-(^C_aGqfi^fzd`m@JOFu*m70C}0=8+Dukq*viG|h$t4ZxE0
z4EOd7vv)oP@Jsj$6q_o{XP5S7SAZl>IA)P*ZIW@fS)kiXr$AMy{?9Z?$2n&-gOEg?
z)Q7&0`=MuZ&;vLA*c!wsuv?a)=;TxZVsL1A<+OWAQT@+V^DUMF&JAAu%AD7{JpKM<
z^Z7sXnK{h(kMGF<-oYo58NcE#41kEpjy?~mJ16b4q@O!7<Jk5`+#~F@^qKr{xSE%d
z#R$jFhVGAmKE0=8xU{OjJ>RO7SmoHyWUT){Rm~r~pB~^w)9CU3aAOvgW~Z?r>2`eb
zZ0&Gk`$64sI(B9E=N~)Je!3iS(BpbH&!wkBH*NvunRHgiQ?pEQ&vGepFPDFX;w_=C
zQ+xzG>AU#$BV%x&f6xkmFe*V>kao|sGraaW+$RixY6_t4(OH|Dez)c;%eXwhnmt$o
zXgb)vOLRG(HDNEN<s|RJ2<2ib&6U-=C8|`U%kBgUr=d=Ni7`A-Qu3DGJ-}rj95%Ip
z7WWq}6gT&OQ|^6Szk}`4A3s5?cb(8Up>}5j`OIPH*VmVS>9VZXy40;0GiOmHN|_5|
zSEuLGbbpL9=cci1N#A$6;gjY}7?~Ns5k6|{QdWyKQN5f^s(LoWmOqw0sw=i&2s;IP
zv3N9e)r#knp!yk$hG_{=1<G)<%uh8!4Ov%cvq|YSjWci$sgmmbXcQuW4f;gYKM01&
z;Vi4;|4#Re&ktIKg36xT5wcv52V8s$+Eu&TqkeW{uLTm!rL^g(z~t~(mWv&|Q5ip~
zT8m%j3P>#MnzGLm-d?SJoWCPDGHsVpJkmOvqIx6OF_i>#92M`Vmj6gJw=b@*Z>7(*
zu4y=Z{n^q<Z@+b=hFAP(h--OWz*n5f{~<D;MgxtoqeEqgk95wEv4q_{BSjhJ=M)wJ
zWY_vsaf1FmA{iKAC4|+X--IGaPnM|Cr*QY!#+9s!CX%VmCl!1A&DB+~N)z%>7D6sl
z{cd~Zn_&2B7&Fx>8|WrIXlp8JW|YiwiuHzs_}a|=%7M4UH*7&v&Fiwed4;*{{Nj>Y
z$CLhMA8O0-pn9;ao$l_Hr?vjZO%pQ3`V4tRS7833%4^Y9@PP0Zi~$u<MukAN%i5KL
z#lZ?;h%G4lQ2?g=zT=1z%(oD^L;!b>#esk!1%m?g;W@|{&wmes+@&FxF#2{GEI|!%
zELauOIS0z|(RAK6Tb^qfuk}uJxOiK)KUHR0Yzi)S-8R{qZkTS-8C$K$Rm!jGV=C*D
z5soIH&AhIayx94)FMK-hxY97uY2B2V-PPOjceplabH4pUiKi#0TP2@s^~g!Z$oY?7
zhm~sQm5~=e!j6T&o}x!C0?w;DVl(B{KeR-vS7?okwv734GAe%~FrczjW@=o=>%=M`
zUy<z5gTQ`ZQrGvFis3&-xl6;I=u)r~V6#igv%i*Sb23BNi$jq7uZmyZ1ccSbg_Ty3
z9f6CAq6`zw@|TMmC<$e=TZWZ1o{TDsPU^xt=V8WcQ2Npd(|6VLUgC^c$-%Zms^K=o
zqG^bRT8g<T;T13sXA?44a0OqXXJYgzezYr-zkn40q%aK7BQOdvKeXm^{-U2QD3Zb&
z%>KL}QSI<*%K{Pt0<sG*a<imp`&&8i74%r=`$$^>?1Znk*lru(uV6X2<xk#!<J0~*
zxeH0ReA|9J*f29KO9oX|9w8_oC}M&^-^1>Jg$QNez3pC#;1IaXE!}wQFtu(g1WzD<
z$5c{3gump+<Vf0m74oLR<Nz+Ao7a~ADzRT%n+YRY0OFw?T$#bS!Hi+LUp~>l7XCG6
zkF?{}D!znO{~9?lye9CIFtHb~oBQ(ETVNJwD)m*iISR0kt5v~24EUx}5=6S~!!H^t
z^el>Bm`qfF;+Y7E@HiOnztwxIx?iiv%7~)ap{xcd11$Y%Zb4r94e5H<^N2?030=EE
z0s_YL$p-betWocDEg3bh{lwyqL3*I4$@#ff<t6XJMebXk1WXw#R94{dFdbi_+OyHz
z`e8ybU?H8uuD4}9Z_C6($sSY-n>@gvYfa=7%209Kp@P5yi2Lm)6J{txU%H^kf$8nP
zFK^%WKi3n!`_#bHMz8_`oECa&kAe{ev1BB@@Pe`j_d>RDC~lGr594=2weB@F9yLJl
z3WR~-9~1#|4<eNPjW8e4G+&$<9qmrhN3_FJCin^cd%*fh(@9j*2?)b4X@)d(ueRxC
z-_Xt3(;U`cMZq9pjacCVztJ_WHvmWJl*$ce;a`GMah*_eOFY%|Ow#s@)%9HGY;sE=
zqPGD@#etN@9>f}|R`=>y)uOw(<zbcDu*yzT*$y??4n3=eCw2|w%v=XN3M-s!Bgt`_
zDnI39W?sb2#PrWOzb+N8(x*344Ydgg3godGjun<;U5DtXh(Ayfw^lJ?Q8AK>D#1f*
zLHr=U+{J&91jZN^1xYgHT?P(5r;X%zEmRPsY3I$f<xcSe)(z{HRiM;@IIvNbSauqc
zkTJ=V`QHap@GPi^L(}=I=vScMxk#2kMq0K@AblBS6v7#D57i#5EE7{n8%O^*Fr&P~
zmlW78bbxh8x+9*4sNC|8T+P)ujjf9uFLx{5rTR^CdpKeVUO_6*-hkch501(kUV7=s
zO+O84>O=mz>pBsWIH1%Zw)_0|s<^ezQyx=?w4Im3t|GoYbMx<z>v#@s@#K&}!n<RS
zm?i0|Z`8>c1Ao1B<NG0v@l0J`2_J56ri;hP%$)dTkal{|{{ZA9qr?@W=)?P=Nn-h?
zHE17sjq5^tbLnHYFRodsdsX3!+R;@~JNOS)p@*A+29(||KnCJ0TCV){^3;>Y%zQ`e
z1`fsZjrWc(#sGsxlA=D&<7C{QgztZQeR*HB1#^59;n=9mJr}LSXp;Mrn!-0G*gr;o
zYc+~OAhq?C1_s5Yl}K2vt_Hu;Q-TUx6i>ZgTTMeUH5Y5Ni7@VC?4v(it#?WHt?&(>
zuY!Fuv3hVepIlsG!A3H!z5r`U>ub@Po`nec4+QyZFhL06kX!!WW-`nV*kwAMnnWqu
z9QBvmv5!1ItUsh>>b$=T#;u$@+lJaozS~4<K3il1@BO?L&6mm=xnMhi<BO-`%%^s7
zcquaJ2*{uI)`jeRJ6t{$@_zQ8czEXu$UXty4p-(&FsgdP#T;1ym`IZNUX%D5Ha=YC
zdrg%$Wo%p79cH6Fuct~e`S4?Jk*{RHYowW8-0gH6X8(J7tfQU*WnIfh*WXR~P0|fB
z$djw347=X_mXG_zzn>ycrsEe|F6N<duXXe*r(5^iytdCDcA#*d%V=oZ<u!N_*9OHM
zUbJQ71F?!J&|3^3FI&F7Sx#&FEO*!iu9F7TA5fn&9Ki1Qte+%j-L5sz(Rdu4Pm!0K
zOP&lgRQ?{0Zu7MCx5ZAKSo38tcv)I)ZO1<NO?>^7e&@^9EZp7M?six$Bkh%E-Q@dH
zzC}Z=QM07qW=TzzJjq93Z`uKHjjl&o`QE!y@k!&Bwn`rZ$Fb?K`SZ@2jorY;$*qCF
zit&{873JGb=fzI`1ANxWV%X#ZE($gb9$7BWcs_TMyL64MyyJkXpVy3OY(t%(x0Bv^
z=0J(*`eTU~69DA-ZPzQzI`NZQ3)N%UdMN|+9?t4Yzy2s;y-Rc`CwLf;W|~gk0oL*f
zSI+bbY_b2^V)Sq%9cYixYtHlVk5`MU=Ecf=Nt65Tm$kQ?u(O>G!tV&I0Ogx}=%W|)
z{qcnF&y@6^9;&Pl0}o~%eXJzR?S>A4)fHMN2B0P5={(vPTNTN8d2gT2e%P=gJc+$G
z_z2v{5A<=#fKgEQyi$*&QkqvchUqkBfYywKa2*_aj$vaDEwHZ@j;s?1trm%@%*Az#
z!#cIII7ysIURi&?W%@bAu3(Y1KcsX*@Elr2Fz<^0m(%x<lj1`0QqHIbNz`i=Lzs|<
zWJ#xNOF0F<C-QwCBm{$$AQ6`YN8tTODE}gh=sC@iVCMsN0c?8$+`aqi{kQNli3j-S
ztVDYnceh`HcLpNv5N!Pl6(<wdM0DISe#rk0f0gw`oJQieC_n^nv+>d6{3{Y+Kw$6f
z_ts*DAQ9|wnH+QF|4UhJIZ+V<qBSOzdCPprLgT9yAKpb?t0NZ;H_vcO!k`C3T`_1O
z40<_tO^3p_pTIXnB32b`u8DPiXeY+;9WL=j1^QGriGQZ|NL+bv%p{P8)TGf@_m$>3
zFuta#eSy+ooyDY1HQ)B*0on!P-JTh8e;^fD$=fmfc%F8<l1&?NpKUAT{<|pGMf#tC
zKC}1ME7|58RBJA#X|hT=r$f%SLyl)3ZVzG5XB~_Mes2&&gbXMdl0XT2RQtmSD?3$4
z2>v*Jhk8f98~@K$rrrk0JQMFOdhY;wi2##KJVzA&Q+MWSeiD?k2(O306E|VL4|3#z
zHnnKI$YiyQI!A&qST+pHU`&A7A;37IqUZuLMA41!Nk7Q_2ySu=cmBh;-TLfB1xK%&
zd3v1~N-T;h1iRJIIRlvY++`A2@8fIrsCU%Q7=HZrZSB*m%gFO0JJBg=Kr{DkSpi7t
zQ{#Ik!$L?}2`PW4#L^x7`-78@+rdWNxkqyg@<}6XL8|8DrmG3QwQy~D&>DS3=`)Vp
zny}8u%GhcYAN}l5a1p-T`iDj7AcCRknaj$#ecY>jjd{t>*ppD}tVk9mIK$3u#KuWw
zo@ih6!WXggp6;VR`Kc9f*Ui(TCg772ZpYGTD83O2A1`B`2L$Ho>3|XxOLznfHF<qY
z(0u`%WeNt}#KLh9NeTPVmqM{X2W=J=a6cF<ytYFhWI>rQ%lCW01|vS+d%Jaj@|_p*
z6}vn)TV9@?^I!V1rTfyx;n4^v+V@k{!Rl%|_%HO_1JKVMdbgk#wij;oe`kt5|DbhS
zvA6y?#SI0tt?>BHwA@>g;n^F>0SG`;6$qd4M_s$*{LI43s>roMM>UQ2_RR}p&K^2{
z*CT6_Q&7|~-~_33$EQ*OLRwg0o4%mQzYqftp4^ON_5f%gmRj*H;n{pn6b*t%-fK?a
zACx~ex6bbhjiq@<pHs~}Iy0(4O8Ah_e@{9L`sp~Y(Us+Sbr+@WeQX6EFTmIK_Q3$(
z_w{%u_^T4bK!kKU!=Ffo141|}^og3dR_1ffR1w`o5t9sQ<1_)YG;ytD4`NIX)3uKr
z<r&y3IqkSS7eBWaWBh8n_U@zKBKoF|<&8C!S1(_!JFCtfUFCKqiZ_L8i`w=~a|9(R
zUT*|@eI;yE`1Jfre714M_^@QqaZqhA@-*@=w$5W_B!Y@WL9a)6zP4Czx<oeNcZt4P
zBtpJK+oa*`URa_Zq&VqGHYGl~ILX?(=Y?0$BUduAs$a=`awO;&YQ^`3=_L`n+S@j&
zR6haDS}))zD7|~#t8^-z?Dd;~g-N6__7m~(O4xP?<}Vyu)#B#X`aWyt49h2hLux_s
zPo!7ysBe*D>lvGI(i<1<C(T^fZTrwIG17i?Dhr3a$K8{6FCAS!`dMa2LfmQ*l1p|9
zc3?YV#yrp)nKkHFt!u;=D5vkz#4+gkt$znNP>SDjh#=LgGDU+~%~z%F<6eNj>d1@V
znR@S~9Ok{J$v!=_Pau?f;s2hk!_p?Yi#yZQ<lw2^LD$=bjGbnQS|7@74E^MV_?z9P
z#la8d-$vfkWo4W%{Gpc=l^~l-|NF(n^zGjaZlb7fnLhOgl5lj%9W!IU&v99f5z#g&
z`KfJbvF$1&V=}*{)w?<shx)^c?Fw@p%U&v400SzpIJ*frBD3*_DjVJ+*1E`koTCOn
zPg$U+k91ETwKJx0ZgauHGy(0WJ7I9uHm%J+s4h<;u+Z1qm@6ze)}6wnDEV~|exWV<
zif@%smzmU-qaG4!7TDmM@J*{EQpLZ;OK_2UXjWumNLs0V<iwr((39)f<H-@|^1OuN
zyo~asH1e<<jkM^DXis5<ASeT$Lx?&MAsBvUC=hy{vP8xDJcKn&%|RD(1Rm>%$1zzB
zV8dG;0|d}2<=`sxMKyZBEw~VwlJXmF@>kO>@(2vO8-awZfVB1kl%?-ThHU;kZ*+JF
zH?c2kp45%1q$Y$<0$7K_mxlMjGCCrs^Ay!tvwHdS#w%3Gb=BLoe+IxZ^aHSXzVmO2
zyDE6TB!6RRnt7$2Ro}IL-%`PjKHN2eZmIW~i5YwpPxOAC^y#Gtd`;ca7vO&5BJF{Q
z^F){CM3)kxwSapw0I&C5(ULtlr<a&X@v0;EQ^9A%rkr1ER9mJ<?<>r<{g|91-1NTS
zo~*$irQ{_L9|NyOO^}6cSQ0UVhs+$XH={XhH_%xwRwt(>;KRHvBI&;y4%OA&?ZyIM
zy&FibD8p&Q#jS+}*7lG7LF=c(OrFsGsx|4xH|i2rGQ32H4C)uBlrjq#m0C3iJIDh@
zuGTpIfwxx!Z$E{EeJKlTd<qaw{|CL0^9o9U22zvLQ_J|Jr(+55K*pe)M)jaT2npbu
zv2_k6*1^NW&(YX4&&JA3-e%|Ju!WsJ=e^(ipKnB)AV(>$JYOyhc6t^;LGdyo;-%Wl
zK`o%RAV3@_#w|cr)cmNbNo9q6r($Q<C+-z_uIRZ#;q{g{Di8t4&nSy)>GdrLgP&_8
z0b%6!kI+5bQRImkR0Z|Qh4n9r>Q!B(#7s1z!l;#I!}HeEa<_(zc6d=GM@fc}A5}_@
z6AZVxDm&$@g8cH9qLjJoRi1u`H{R#2omY6<5YJi|;2e`s*QZHgxhv)x!mBhK-1~*a
zPQjXsYouFNd%;9IGYCR&WF1v<4~>FUUC|p!k-knX>lS37bquwkK>G#3=>2u&c(ge3
z1gPA^{}Y|DQHAERRzkEA{QLp=nP0nXNm7illo5!jLDoMtNT3kL&J-AfsGtJ0E8<*S
zBAs*Sb#hh(CNlpkv^|+W6VOg%g+sl2W)3tO$E1tgTAhQb<+uiq8&=J4Tvn0aklFZz
zc1y8Gy?NLrA;fVSQv7#MDso%C1|QSzv1#s&-&i8@J2iFn9f^|h%U32T7Y0L^2ZZRs
zqw86X>FQrw?gFy)i~^4e25+f*^nco6&(Ow`Y1g}IQgjn#peoxJ)Eah1$yxJ8l_4b!
z6~CVBhCs#+QukbkJe0n8VzJ4mv3z3$2e$E|(-9ubS6Z_@(XO1w;6dSMt8a6{LwEIV
z5VtUs$JBeUFD4Lb9FMr-yHA}7j?2ERRr`tt)BSAzNXY$=*{ql&A7&qQoLc7Wp{l%P
zA4llY{OWu*@?q^QYxK8U%W3b8wbhW_!ZeOGsvObWEvf`!Z^$|_9hq_qoNkLZHY1hw
zq>NXh@X3=+xtkxzNTgwZtYQChjPl^Uji$BN&z_yJ4G{3LtHKPie#P&HZwhXMuLqpp
zLoZD_;1+978ZakPAE6sAQdyo5X>W~8+xNGy68Dr_I2ReC{O$VCkvSbNG9>{x|HloZ
zW6b=D-ulS8rBX0K1jh}(8uC;d8Y>zrD%#F!r`o9UZ_<@ctJ+ZY4>(VA^Gxf<){W~N
zSN#q@`@tJ^_MR^UAk-f3ayC`8ZEv?m{Z`+*UV1lTM}6(2b?bcl?Zmvz_e>%I?t@v$
zf_ty_NgUjqPUYWT{+A4Jc(#bdZnXX9h`Gi7y}dpHaLlP)+->_Z5EQU{-3G)4w0$PW
z9`=CEeXjoY9Uw3F>CBsP;~adFL;dLAPt$!bcelbH<eSkzee72zf7u0_OH0T;!(zLa
zp0$Gsl%Ae`i2AU{Fke@S?CTwlRBK8rmU#POZr~)1{MjqAXTPcK9C?OjjZ@pIf4p|G
z?&+BR*X8KZ4X@EXDCPUBpW0T*Nr1^=XRDHw{wl@|gAa1>O+FEwc_unT&>>IE3OCe*
zte|k{agu|gnL9kZr6Uou+9}OV%sU82GXoug@mbA}*&;{{8xd^R_vY@6$$~HSF=PVR
znC-pv<@JP(?Ua8V8u!FP4he|O<R4%ysNOr#+B)2SZ-<Y6?=Jqb#l5~dLX@&=m5NKH
zs$1>I9hCE?UEU@h8Gg<&)1Snw_0C_e8#d2pf!Av>BfICX*6U}NbTo*}C>5lmdRpK3
z-tk?sei~eX?RfroR&eO2WRTN90$|~^D1}<f`5%M+Z^)2^IV&F#M6oW~91@%X(pr8T
zQ^x{p$1v;IG;2q%{1!AKR|dxOlkin6G9>2&U}m(XmZ0>{Zqk{ct^tHzOpKRHfP{}t
z%hyH#?@^^pqDx1jSOn=;Tt~jxWHIMVz$wt_-4T5SGOv?0|80d7#egQIV+iY$L5&8)
zq(uQz|74};SemtP71Cis@H=plUr;RnC4K;%CkOGqDrN6lcv%Dq|DBI_4(|xDroUbz
zU|<w5OqbM+6Qn>R02W8@T;7Aywek7pOJQ5RJNy;Tc%Dw*zeOAptU~{z-8q@jFvuZz
zFoojz8a~eQTz50w8t~+7$QxZ5+Rwdl8Q^C(&%VUNFp2KVtM9tVhd|pI3%o)k;~vkZ
z-9w$e4!rnE9)B;&`mmG*ac@?u0s^_GRF(Isn%Tw6TaYF2n2F-Qtsp2q;N1F{2w)Gc
zA$tvXkC|jg@9npW&pYa*JW*7wL5tU+pF3sSgL{(8=#EOAFVyb&55;Dt<u!{aeFDPg
zA`ahzPu`KA1tMXOAh<G*g{UdUW^UAHHb(&1P#lqw2mwNUi#T$ug;RpHU5cY!jAL=M
zA0nG5*Uw3JDa44TS0SpmM?C={mL?<PhtREmrB7N?BvtB=18aUq*Stsjc{lB|7jJ9x
z84i06%UA0d?%%N3jDjTd<~;q=`PWmC%u`9@e#pY<k}n02;4KzQO++N136U_Q5jBYu
z3YMV(bkRJ|sZAYtKa)Lz&=qI>p}^O=kX5<~fAywfYz#4hSxM?m{*g_ayFRtIW4_q1
z9BE3oIA2X_3OS&kIbX<OIDjsk$^6cY{&eo^^ZJ(K1_YP*v~{wIcFNps6`nci;d&@@
z`j>I<)~e=q+VEB_m*Gm9ZtvQCt)HW-C5z%BCjH-~d;LZA^1_Hx)I9xO*UuQf-e|!F
zDc{p!Ol8x9z5`M><O(5a4S@iF5P;L%-WRfh_NMWb!M}AjNk`1nv0#>Q-J>@X`TJRq
zamVxh$<&H%jbiHTKsi$6G9Xe)zu8wAY!d^Kpnz0HXY6kS^)6+^i+KsSf9&Hr4&pW%
zDX){s$`Qa2)dNN^9_;y)Z!R_cy<Xg(yWRjKZqT{QxsJVZ`k5D4f;mRzldj&)4@`TV
z?>@e#{#pI?#Pa6ZpRxa7Fm_TummzcRIU4|N>VGug{(YbOwKqlmhnuei<jcu&oKv{=
zQs-z}@#~x19Ovd%i;~QKkO=TRg5YaCVFd)N1%qNnnV!u;kFB|`$X27<;cE(c_`soB
z-zv-6+7_aMFXBw0K9L6fn?dI#CV_?60#Z>X-Z$oN+ZPi2q<)HZd-kJh4&@$ep{uPL
z-CRDAkhv>;%`8!-D|rFe%Mj2`6E{v4H%k`Q%JOKGzJ4bsas-a-hMUL}$y+ZZZul3M
zDjb4;|9O%*ulxD4&d}6QEw#w>%NjjO;bewFUNOzg+ESSPXGL8#D`%Awq<Wx+RW@w0
z>*ueZ!#y2IP7XE>?_U_h+-nd3VVRSY`?aj3;CoGyyh|x}e62%+1CTanL_nES|5liX
zP~4<e(PjN#?GycSqsmXUoke=T3<QlDeAtGH9vweP{>9zTYufrQl*cO)RmByfTFAB*
z)QA5#E=W+2^;D18><tfVzLBg30i-pgI;Ht}E~AI9`3nt2b@69BX5Y#wHob(eXIh0f
zo1%>t6~fH=1r|Rq{W@#V;NRRiU)+epEgs&n`knYNjD_{q^myw;y8G!E&qa)q@5SlP
z0F?7X)@la3xav!s0ieuSh03?wb#r{V7n1$5GnOlME8gWx1Wg%ik<Cp&{zO<_hu=2`
zdB-$n<3kP>4<oY$Z3LW#{qT^PfV_&6jvUa$)BbjHDtHVNZ9BN?>v@h{gTn|}-GbhJ
zivyw3L#b#^Z-(Vh7lpv<^0e@pUh6{f)8yw*)0by&t}fmXpS}UP?-04u5xPGn@=PW6
zG$Qt#BV?=r&yRp-R(IPbrkskKF4$3<pEP9h>Rv@gs|IDcsrb2B#^}7~hqKHuv5iU(
zkFa<4F^_h2|C(y=(L(o4)Kuw-R_Y5^=#EutP7CRb^Xmm7H3dvnlisW87xLpeJ`#!4
zr+CU70V}ECPMQ*cK3@Snk|MHcSr55Sr;R6*Z&9KvqL|oC`>48>n<~sim8~rCz5&1p
z9me{2c;tJ~!XWRBX)_zY_!7^_(4Z{I@B#Vms+dGID@e8S9!<e<*PrLfR`9y2J7C}~
z-dQZ(nHFn2F9de?>kKMMGNuS*#pK)%Y!ADGmzpfVL+$rvFGuMg&Coxdk)5D@R4>gP
zf<dRmL{>7Tt;k9gAZKFl*FF*cr16Od+l3pf4*(EUC5LF}9+GoFOe;=Y^9x`wxskJ3
zcz8Ri>)Y_{_=Q7a!7Tt|Gjngi8cvRiM1-V|y#d#n;0b;PSi_O|7%yJXf-xmq81R!M
zDAxdl5rs7$r!Qwp0jo8iV$cv+PT?_-LqG(G=(MBO+0NG4A=sF^SU_j`^-?AT8W_)a
z-~UH9(L45aaI53;!W-W=l;^DLV7z@!WJ)&}UkHA9Y`XhBvPHSJy8S;WhLG--sWzll
z0OkW4TPw(mwE#=N{x?c4H2P=-#A|M<MdEF-28jEg&skwCGbCmx7(7s&AYCaxDY1eg
ziwdGh!RTLsKBOm0*)OgXKYqPLIlx1qqbCSrvv#;)CwwV}Fz+b<XPMW*lW@fDl6rA>
zt-iKG$wNI}d!Ff{IDSH_Nbdh+SSC5hrA|0anVztw?v#%90|f)4yJIrClQnviHT7@5
z2<_B&OG3`u74;&2>FHUrP%^!_N4Nv6X`n!jj_MJifTQgY{D~ykd~~b8A@<E1`*8f*
zY*KughlH1XLNYOyG(w*m=llSe9ZY=Ht5}2IIoUlwm;n6wG$Jdkp1^oss+Cfxy>pM;
z6N>!!FW5(qK<SY#VoR)KY^Bts?-k{(-#wac_~9~?s!)ti*TtyaBYuU9RZogduSMJh
z8WjdsnoZ8z?bA923{53xt0iaghO191=aj4x>$+d?1y*;)S9i*3qeA^;Neq6j4^yC)
z`Xye5(nqt{jl|aFRj&8{aZUQ89A~Kdv@W-Dtv}6eZBWehJH7aWsB{6PVP*erP1#|D
ztbSIoF^Q2O$pDiwA7L#-7QZ8QBaUaIQ+BjKnMc-wi3Wi7Bnm|^l0cXT<TYpS3s0)x
z1bp=C2L5AuE-w`>aTOKI3f=^;w)Sy9e&IT69GMU^ex(l{;9>g;lUINQA~X-%D?np8
z5nl<b0_B)_2dya4LkUw)R1)AZf`oDQIMii#B_?NvG|<5@ni+3PmK(=Rb<7`$KSbf~
z+6Ui;Afr-={huB7+u>q;HFxK(_l^kk;hXhhZf!rAo%R_IrPXURaXX^6C0yZIm5=QL
zOv~*IfJcfX?-xy&S!X*={py1q)_3_humY&l%28qEmt!D7{@j(KW4=B76?40mwv%e-
zbX<Dc{2RO0$ZM4J=rc~XUQE^DGF2lw>}ke~-ar-Phz|dc+uzvl4Dh}D@1HOGlebXR
zK2Zv}N><?9p2FFEi+YmWwCm(c&=H;0z>hb}FFz85J||Rmy7Pw-rVm4?_s&0ieA|AX
zWX$b2BLCrW4bOnwV#36Gqbs%>C<@zlIMNLsT<pY#D@;Jga?vvZBHhb@m}<NhAXN4t
z<FFO@$ry{j=@4s{=@*uXBZ8#?R$olk%q{<(<+W<tYv@L2zS8k}i9yMheUfzFxYG1m
z^&;O*UbOEO=&u*!rJ3k&aGW<w4`B6C9u7Ht#e+&YTCV|Z@U<;f@3L8+=iJckKk0hx
zz2<gyumhF9@Yx^=-a^vb2KXB6GO?Uj*&QdGT!R|-5!kM{p75{Kyqz5@J*rfEG9JS3
zx~mk9UBmSU__Ph;o=s`F{}?BGU}&pQKV=uVU-DACG3U)Y@2T|w-Vyrkj~*5mP1b1X
z=YLMNzpa|j(=^<!Tskc_<8H1;ZVtB{kPSD(8W(WfPMzrORiF3mS=aB|8(_kR`&@ij
zf#SM1`VMXvp>24+nC*p9_yQJ_1_U)-pF3o=9b=V7q%VihRKK1q?{1N=%8f))N{W6u
zz8s6^i@Mt^Byc*uokPtL+|HEADDAno7JKp;-TVAQ)_nDP|MU;Jy}M0mML#AJ-re!#
z9Dd)g;qX-1>B;b%Ze~+yk%a*RR_+qDQ6yI?4En--F`evK&OKw8K9(MD7*DH5MQ!qM
zI}5sz@nARg!CLGCRv4+f(y{-4W4tw=54SZwZCuwJr|%sPKd-I#PsPXe$0oGH_C8OE
zw}aD8;*H1iidOwqJAKFkTKG@!Yr!$#LVOTwPe$_Yu&QgdhI@7Rhsscos@|D!WzaZ~
zn+dUXpnvah-%`mKMuJ*0>J~R-KP<h^;24+jPA6k;+;sPuiI-6srLqX6>BrRJ^T$!1
z+de>1-HuSJ-t$Glt}($sJ+wOfcNoc9E@1%O_)+|S9Gzz%+wa%LjgXj$tu+#~rAqNb
zsg>BOTC~)zJ&G1Z?LA`8s=Z5Fd)20P?OL_>ruGaXdA|SWg%{yPh~z%^IoEZ4&br6R
zN6;s|4^QqqX7)8r-L=WuGl>{wIIax^`YKa0P%$E}G%N%-t%HC~2~+`ao2b=2o`8x@
zU=dhU3xTgnjnIpVTn5;a2bGgOqmxRS8nDUG_~|wcO0RL<R*yW2O=B27ZeuI3I5`PA
zirc6R&?e&$4bT1Ax8mBj@-y7@?=c4gW=XRR#Kr@tfAMr3Q6TF$)6D$-BdFsW33}Oz
zx(f2rj>~z_l`k_`{jj4+v>%)(z>KYU*pvLwZ#tll=_{7Q(N9&dAKpfgL!=SqNV!i=
za!mZ)hewT-Pc9)eB2k?NA19%oCG#f!X-p+O0;Xblky^A@{r73GkXGV|3|fi@5{e>_
z5<D@bMG6i<Vbt0)9VP}+d&kziRWFmRVR#^13p~j?K><^Q*ulMZ`A?J|`Ots{u3W|G
zCCmX2^Voh#@sDUrC6h8n_J}{jf0V{(#}qv-N60SmTAsQf*kqYxx|7h5q2|I=J>#%U
zH#>9m?VRQfjANSiV3B6C_D(P11V>i`|Fn}&oP4q1zaY%NAlA9S%vm`Er{P@Z{A?%5
z{tEm4N>&?`MNV1}FSiaCB+Bm@Cj{laGKqc29OcKOfG6hn>s?FTJW>0&PqW4<nQxB)
z8?3^sPzWHpP-w!O`@hCZjV$<CW#T(BIWiD`U`3mF6z?pF=08)Tt#{+g@8-5G=l0Bh
zE&ef;_g@P|{r)r|3wrvV`qM0J2Q82u+KWAv`Mf=qL_3|%K9+pvlZYg%B1}uRi;|%`
z_VfK%ox<$0J_#MPqBSKOk8f2ecITqs8d#|GSL#>81xec0D5SmcAmoLsfITVN#@oa0
zw0KV6cy5%G<aqPog~Q>#I}>PiIR+}><}>}11+<#TbtAJci6T?j8cIYv#B+va8GQ4M
zPX|5qmmrXG@%wM${McklISBoXR07E^h3#8jQAan*u<YWnTF{ps&R;JldubjRM_nx3
z`S(lG_w0bVucgx5Ugd9)drWv5&}F9pI=gp9Xbs8)*WFSXu!CEXV)J!+myzm6xOH@{
zy-rCs*qKDeiogHy9jp0&{_ukgY1b_gHejtB_LSo@(&PltJqeJko^>~El14X6GR>Ez
z!wU|qv**{jY~}3J7yUSXfx~~mTe=$><>CIpnkCV??>hx2JWFW{xb{TnP)|wjmb*<<
z&KSDAcV=7fOo|pw9*sa9$zNT);qW!t06uLezX{lFo#TZnz*X@<Q4?{LI@Z}m{dbE7
zS$WivdS5)7?_Jr@oI|g=kY}6S2;~#=_*SBOFX<!TW}YW`jn16Z)@WC&Q1-#LV73%=
zo6kc+uSDXD0#dlj@8kICnML{I&e7HNH6Z8!)wZUdvWT9rik`HL{c9aNWvxD8-HFT~
z4EX*>!XP`EhIvbfB%fpJmHC0C93rCpJ<qS!%9Gii-Qsk+$Mz*z(;6N{1tq`ADyshj
zR{Hk$?A7;792Ipf=S{aoIWA2T#F_}`IJj8{BnBmB{wxjo(GVXX^y%2vcKds=?GGo>
z2HrHo4c9R8aMHXI0P|V$AgU-KA}xWOx*>vh{%1e0T~g8%PrQkFX%%hss%?Sjqp7l2
zx}}J^SH7u%B~i_Lv<;SHDW5sG>lEI;wYoYfASWMq!_!-)%hB{PWRKilz_`$VZNssu
zdjQ4dfBy&<c90BfInA_ObHfX+h1_P8&utkK`b{4Wa}f5rgewn~kC4O;5QiDDyn2<P
z_jtBk{Le3?*HUEzH@$~hfNj58mxzYfJuJH6Ht73D(<~}eQP2SUG&>oG?{>1293(j9
zCBnDGFDL&I5VE|L7Yo%JQANLf=MSdUziFdvM&v&RG$vO~Jj%*~&uLF@cY^=lJpbWX
z{_<?~Sc{uzJk+QEtxu86?QZMsKWwb+HT*BRcoCbU7I%&@caA#uQP_tOnwDj*YYt^f
zdCwPeo<nk8{PJG*9iDrgjaQ~<BROb8$iXFKagCv-liMV++@UGk?YX})@#OcQ`F{EN
zh)zR_j*RNgj4?S@TH^gYY^hxHkT*!_;IXH7Yi)E(Xlis?E(4%Y-v*_T9TA5bFX#Vz
z)Xtvb819GK?<8LaYm@$uzwp<%o#8jMaUjVx`H_$;Nf#E^{zma{R&jr)6p^c|GL@?Y
ziF~KLb*6xlNe)qmuGqZ2J_*Q*Y1X<)a@|9m(fujYRsG91sNn0#&>M4dB{m318%Cu`
z7_AxbVpO*4iQoeDAO{Kb>#l4syJOme4BEYbXBH^o=r~jk5vL81qP=m!!-(+}0$d;b
ztfc<ItLPd(2IF!O`?{Lf$7Vf93uy9I%$v;@seVE`aGn60;;aK;ME2mASonWQ-W6aI
zA1}Pj;k#lP2c@q~Y2$>UQ)T6zw@=^G%1Wk0Om50DI+5fD_v!1Ht^1c-4=y&lh>-;O
z!);Jg$<#ik;{diw0MSk88ff}<hy&22z~mY@jh(eYz>o)FjhJ^QDf?u98kFx^7^E%n
z=T-9+a0D=hjxvVETZOJXAm!+}=1?MS|9T;d3==^DK_Y4i;5hPzvAv*dfKkLl>5(=b
zHg@DAjB-aojgg_V_k02Lz|31qrF!Pt4#4rq;j2-r2^7gycuFOcFgEBvEHTyH=l*c5
zcM~N^6D4s!Kpm`@fZ$d1U&C>2-mpH~GT@B3jwotW`>f^qc_PK;QSrNn#qWyZN?x~r
zr_ff&RC=M!pt(^*gml!_N&%Li2x`9GEPCYpjTYiMOC-ySKq1a1U@weBU$D6bFN5D}
ziqzDkl#Gv!O_<@|(SdUd@;jB7WOS7&fHjjS=DW-+iR2Jr;jRfvT>Jby5uT5qzf=R)
z)-~4A-!VTnF*w^h@#fF;%ek<+;jr=#ZCks?NiM9Dw#RQu*B*X9U0;T4v3+q2!3F$l
z^#9k2`YW$GWS}~v{OWIV=lRBWjFT4jX}^dnA*+IrfAwT`b&tB)&+;x_ICa$+OT6KV
z;@ZO>C<rJsY^6)@K>Yqm46BEXbptU~Y;^|r5C7@sywju8s=U)Gyt>X`f>63J5)Ox+
zc(J57vG_RQFLBC1l7|m8z+u9n0F#TXL8%lwe+7UJac>fJ)l@lDbV+jg0QG1!&P0Ti
zm}62!r8I#c0HMc0Nz4%z5@$gS5xPHtgkdW*R0D=wNQ5MTAY)K41UZ5OlcnxpWX*)o
z7Bq=JiuF4R%H9>f>wvNeKX(|Po$|Ycj!!;d$8OXVUy9u(EV5RY8~$;35Vc$hH)^9b
zsG*%>L0Ss^n_^d=>fMwO9v|*G6Fqo002=pYF#1dDqi<NV{dC{$r6hhF-?jIT=5=|%
zJHJcKpPhq`OmWo``x%jb4^N=4k%_}+WI0s{L-ztwJ_%VjDL`Af$3xCjljX1}%B>2k
z$sZ>7XB_JL{^ltM!p5=0r;f0ukG|o4DVESbQBdkXz%-g)@f&y8rCi)&$Vx|Q7;5l3
zSSng;=rs7qv9A0G8R8e>m$SDX&r7uF&TDdz>b$_+jU~S79gAYIn*}HglA2eYcq6>v
zZ$Ef7QtMdvCix7B{iHs%s_p`vw_^Xm+81)VWy+oe#Tp2|6x{Ni@ay!k#1CMDj*tRl
zrlL2*gm~*0UZ(PJW#N}n-~8HWiOJc&<dK+hSedE_=-1n<bc9ea^6Q4Ra_^A*XX6`Z
zR3m2^KDJxn`R~n4`a8_i^m`<dU%r9t`C<<3``KpoJwCWC{2V_2!#aaKIc9U9-uLn=
zIn8(W5i8FQ^urvKviRY)3$j17+)mxVZ@0v<@mrT}xa)5M_zR#VIqww1hu{Eb?=Nrl
z<4(9=PY-nIb_(8#jTLaf?@azS_QOzHz4g8x6Fx-xoDV(PdixZ4fyImncXDUl-S)Gs
z!0)_P&SsOrVYkDXeuDuW$lZ5uy_)NHdG=mQ+cJ8At%a==JiGhpiI$5N)6b+0Q3lJu
zTi>QOzlv;r`<Z0nrnT-+{&?0%r?D>A`+v}a!XoK&OUdHMC&?Cd>-VM#m6E$d)&X{D
zu)7rr`G3UoRYddeDpo>wC>vxC03ulT$|A!k?q@hhX{r!g$U_iPgz@sHHv9W>nbseS
zpuFl_h;kl1(O=k4GLHK>^u8bTWFCJ#Z4b)c>v{h1r#vkU(;SG&fW|kB6Vo2G3SRwR
zI9499H<-6SWVSbC?!kCW{UzMH_?~h)z4DwE_nZs2<dc}%ci!nD;B>7l?T8kVgk6*P
z;kq0KSgi-qD?-if{glIy6ENCvu-&z8$VKsrSQy(Ol`1xlWbT?q*fW6^5Wj)!ZI8w_
z5Nj}@g_4-su{xM%n7pU_-vC90h}3jCEw5g*XI7jX(>}{H*26P9e6OdSZ*hiqW`X)t
zpbBf`xL~$PA^{KcR-rCekG5Bf{V*IRd-oOBzl08;{{pZD3b=q}u%8pwKb0x)1Obg|
zLD^gd<vf|l=a_%4h4bG8FQbQ2hGCC*{UFon^e%#;>w+c(yEGs3gxFWzeX)Ik!OyU5
z*XZ?lAgXN<WzMH)$w=QN9wukWND4?i8Rh*CehfEgWO`LTNalb6A&KfCX!0n8BNRRi
z*fNK;t-{gLt(>Qn-O#lftm)S{>R+fU`Imcud8NcAVQ)J><-M%35i6lDY6VE(*lw?U
zj_d4e&wMQ(qeix)swgM<T8>(C-w_e-kM<!8!!NocE6@v-GEHX9cdjb<<tmcmp}A%0
zaz;-=>ubQ0btK0I#O_1BpI+c<Ux-_*#(K~-e<AR-%Q3f$JH0lUs)g0nYFyUB2&-gt
zM<PIEX~gq)y)%V~h(UR(ZJqQ{uXI?>kn|Gz>yjxn*tUK!jj!Nfl_-I4Z;dQTuxw0=
zX;u&o5TSv9mcI6m(gy?rfEZ2KcA%qZxnuSBkJTlg>PnpIiWqdo+-F5R=6>cuI%20t
zApsI$C|n^z4pED4+K-^$i$0cs9ge4NFHsT2Gma(Gc#1s2>VE1vp697SW$-@x$^g4#
zZCAM+1zlizYaB}+c47?)`0g3=HI22F>u<+|)YRKkY)>PT*wnB2QB42j=2Y#^)=KA2
zgC?=o>bkX-TZ1KJ{cY!PCfs%Zy59QFx0V~3e{=Y&(V%R&q{}Ig2^9l3%D}g;?U#?f
z5u=d-pHMH^ueZC}q48_r6mJ*o@^5Zx-;Y&v->&Q{{+)7s1yI3Xw<1>-0l(V;N*2N8
z<EDK5ZIegIXr85@o%9*L#q>c9(dtB{<hPgwY1h>QK}pCOZhHCFX$*gKe;i0jIR?PO
z1OzzNjNdYnF0YJDw?yXKKaQH07Nf*E-kgo>hX)wsbE{l+nk;eu_LA8}V%y{84+)X1
zi<h6avg)Y!Jx`a1#i$S5Z<jB0p!PnN#=i%=#D3LSk5d4Dvi~MJlZD4i7e60!{^!6(
zF>7Y=WUzMgo6we--8hwtjEjgN*nL{di;4uo5^uY%3XE*1l9Fe6<0AhJ2-JMZw0rz?
zPRqNna@$3o<3CMf!MDlCH|b*JyBe8P`=}=>Rei}Ko!WZec!j}_{v+)ld-=JL_0dZS
z{m%sJ1V<y0IJ6-Q@<0QYnERM$iNu${Axu1@8w0M9HW_}2;6+>%fY?>24hA8I{V_ci
zJFS7BWi*}T4`O;`)Pz;+<W`jEdX(6@TAW3;k_w5!WNM?@18Y0sKYuNazW-^MPVs9f
z*ydF-sY#?^)_FpMcl4CsaJ0Ls49zRsod+Tn1}Ah=){0_Z6}9e#Z2TturUdE&T?J!2
zuDlw(#7|`rdwgpAQB+aqHB>)E&qYODL?>KCCTjj_KbruqOFxR<{ovTu-@U89`!B_&
z=v~R{zaz_>yZ5FUm7<G>wO?t=Ie<uQcuMp*evwZAEb&>>g88Dq1EXw}Z=4De#&|6^
z{`RXDCo$+eEH(O3?|F6Cn@NO7jY#0723>nIf10u^_5jX~b8VVV!)283!@bjH{$~<G
z5jlIu;bnj0(*i?&ZxFI?dEge1VX>VEN1sW%^yVRK_FsHk$vM8G(|8A-A_LZkwR56>
zU;^&L%y5L<H~iOdR?n|w0e}aW`k}8$BwO%%D3&YonI{t+=)Z1cj-(ubQ(@QJVh0Rl
z`<?Nk>^`b*Zw<43MStc0BZ_$kW*?`LDP!`UN37SIZad|Vm@DNfM|Z~DMPH@|U#2Ua
zr7NH5DPGJdT+Aq+ALrj><a;gTdrIXudUHar6!)NzIX31hX&y)CFk^%7>dxPFj8d$%
zgO&BZ=J523ijCbDo)>x=%*0|rw`sj{Xt}!bVR`+l`ELX350Ny?yq=8x`c@HlAJ}O}
zPkm=529$Wyf{6GLWLzpBc{0DkBSPWzp5!*Z8o4L3dOC0Ql;5tyKcDOHumB29SGj(v
zSww*;B?asPsrv}XxwZ#fgSAlgwzd#KB6*$hCDfy770J(P?SgG{-`({I<0B%FOo&f!
z%Lop4GRRvr30H=JwgfW~d=-E)fdRP(2pQ0t_`_byPs@v#LQQC+;|X8nDS$*qMU+7`
z3ZNRLDhAlTP<suY!`{xUE5@Q04?N*4K8|7O;Tg2W<Dn194`qrK_<t|ISWtbj%I5uZ
zr?i))ydP=w+P$_6<1N3Vh(T{g^pQiH@cvm~dYL$p#Lk#P7Pe@yCyASY>mX-ewu_zl
z3i$L6@cHr}jq&)ICTK<N@F~E@HJ5avowJXFvD6Uc_APojaD)<&ad2ELnlxWNd1B?z
zd=$2(W-anAP2`=#Dud*}JNyFI`|-l}*V2bxF{Hw^iM7Uam_~ssM}l0cv77PRiMJn0
zTc=-n<UXSsf^LZnL7kbAYQ>S<+7M*aBMRmIQ!s-E_l7_GV{awX{Zw?p2$ld7km3!{
ztZTP=9PSUm^CVt#N+xj5(spV9s3RCqLNOeyM?o449RkqRha#9<P*$vfEkKptx*n<a
z*-o`D7b)cKMO)m1OC@e2fE{JaS<AVdP$39XT=}0|KUnG_unqdslo<&~N>x{~L2%H;
zr^rCX;1&W2xW;~vG(5VcVr|9@Ya;&z$+zo=Vu0QAB_PT@heD7xSmGpe`JSn?UGo>f
zA|9~^Fna{-3pF1w;oMlZ+*me!;Z)7BW-A|1Kb<E&_bOwLM?^9rUz(hOXp^v;kO;r`
z6Ti2|=Ew+xNP<%W0pMF0ImCx(<)y0}E?{?WSEZ+WG&M|k=uS7;@0sp9fjq&*)x{4!
zlnsCQFnn-OmX&qjB2ngVA~a*4fb#c45y<_6V+rIOO*lhi1?J{r+c!O`Kp!Y`g*&r1
z8BoVZb<T8pO%VRfU>4Sp*w>1&udq{3K_yO*|J)!?@`F=fajN~$d@!L)_uJjvwwdF8
z`v_rzg-xt^vOT2o#gm$6|JA${sUaeXH?g_nU_%2IstOaG1%(UAMZ@AlSvn}QAVTh(
zy2(`Sq&%{rJOSc_p)5pEPcSU+gTpAr$fKW-Q;MOuKvT<P$RKWUQgzH-sTK31`Z~f_
zFlIUb5CTZ9U2t0gOdmp+FErV}T;lql;q!6O12Y(~rl`A(60j!2LM`@0$mL#xOwCMH
ztP*p{Vvd!#K2v#)ehlM|isoQZgZWN>r+9{_afKDrLQ=c|FOVz*@FH%(Ay+w_P!xjk
z8a$8B`NbN$WZZ1iKqaF9BFei`U0{j+c_{81M<w-UZ3(E4$m>U07&PY7{>H_hX<f?(
z=RW6RJTRQ)woJcUJ}U6IZH<MomeFQ$?D;j?Ar*nIuq`KPXwA`kqx8Fc=;J?{v=GXL
z^xr>!5=1^W_!z)Yo{k*6ARh>8q^nq`i1R~n367-kDfsQMo|6IZo}zq(<a@1x;ljnz
z-_l+e>$yA$n%hcVY#x1|QldO!#0UNKB{?Hmd$<ty?F%1t$H-^)-?6ONQ32ua5`55?
zEVexO^1$S8CjMlBo7{{3j!Y=VR!)FU)<qF!!(vpLc6w3(?TuvD?R|92VSvEB$H{s%
z>AP$-mO~GxkT!4biB3s6UCN4;-kd@`FGWw@D)B(P&sQY5c5e}?_gsFKtqU45hZpa7
zD&Cf@f2NyP$!{nN2TPwhf-nDT(L~&x4>@#!dO<lI);*iIS|87a_@dknbq_2`aLkdz
z6CLI^0ytQEs6Zza6zwk{uXja#vz$D3Qm)$mTpOQ+BUCb3Cf{J_H+aMA8gPq|!N8z<
zU1E8i8wVuUzh1apLWaz#E5SZg^K?w!lD;lu()4`iP`jaA%e#Ly$`wIGUx`nkn*?w*
zwJ6PHD3No%GP{t+s*|%_@wo_^YBB2~*E{x%2kG%fH<HiQ+6dQoa57_bo=jaM<<-1Z
z(Efhu&fMw6SuQ+#|2J;sOx@UTcM9pfF+R6+v$xpfclGNMcQOFQW7E}fXHEE<(?eez
zQyVlJK-87vj=|f0h~v&BztieJ06XDO#uJ(bm$}BdIrwaK!;QSION*I|f4OYVZ50})
zvHW@>jh*jWrg$wcFcj7NpV-Cz_*!{Zs{6(n=6Q8K1W5@;PWhSaw#BrwNh^EmU;Lcf
zx6!)%%iC1kFTtxir*(fB-pH$3H}Uz<Rx8L)d_<oZM6}+STifXKLR<3RXCH?9`vo3U
zS9i3Z0*I}Ys&y3)vwA7QE3o3LU`{e>C%n9^#r@Ani{E0;Ur9s?*L~SK{P9qFzC>b%
zWC$9~Wq^1=Y$S?K?|0LAcGLfHj{H^b!#pXO&-Pvr2F?p$t9=T(GZ}PxuiX$hClmSQ
zhM*?wWA1|@!ElW>B!Z~j+VXg2hUimFo21TiCihu9#D_v5LoVJp9;u_M(3Qk_)%K9q
zk^D+VkqG{y_ZtW+AD7MfxjYI+<fUPb^&fx-Tbg?7LGJo$vTi@3I(mHXmRNo;L}$9W
zYnj#Eh2ADu_o;_Bslp9O1^<d{3J~&_&UU;TVWL~wTc@#}E^szXSK)kBV$Xg8oguP{
ziOXc_eMq^MtN?DqQUDwMF7h}88nn}9G}FdkKRD1<x$Zx`>A$~Fl|lW^>iJu840?Cs
zJFf_qQ;Q9*A5Pp-F8UoyX!TY><X%1yneB&<97RTLvorg~2Zb7MU!m(;+%er8y0-$V
z2LjI|N$5D~XUzNO!y}p>8sZ3spw$RC%$Fyl^A;+BCt!dn`125Gp`v7+?tmd(3<%gV
zTwhDa;8B~D2~lnjCYR__hxLlxW6{q>CCVLyY#l-(y#nt7WxBE(HFPA54L+7NV(hg?
z-?^^vY2tEvGeK8~KkPxDExE7+LHtMmU#QZQR?!{nzAA+G!qrS^XJ4m8O%wa0n=zdp
zPS=~J#-An@OH=}-_f(;Csf>+Wq97|J`{!h#S2S__eF5o0zS~h7pSC;xg>ATY9ZRkS
z8y)AB1^XX#<z#(bUR>A6s90RD$XY+j`g&B>r2)K@MEUo539itBvhN|~5@Gq&M;u4;
z4Fm&V8Toeb6$)^tKV7205~Cm?ac>`+@hGAYDGWF@SAt^N8*~VHpb^WS5!0R#e07|8
zb&h^_j<x4q^br?C!7ZwSsS&ZNU_gtldqBE3LKCK<hFE<`{~#;j0UgMUJ_6Bi!l)Ee
zNR+p37P;4VaZ+r=@aJ5srJ`Z8o8ML7JqgL^5xK?l&VjhrP#ulC;oe@)PwfE3XDJ5K
zmEP32G&_ECdu!n9=r|WkedvBUeem!1<-Ano;bdFD+&Ai0F&E76QG8Q=4kD%n>5IJ$
z$2BG19uhjFDD<vOc2%agvG>F-GE07B+Yn^!c(Oi;8J(m1z4GW#?R+U!#>wq^{YID@
znZkx~{BV@tz`+UsL**kSRx+@&6006NZy=L@x!L2`hEyX6z^tE5a9e+Sh9}?>d^~)+
zKDLu>D07;~?NpX=rI6^A!&a7o!}N{Ajk1EgDbdMR$VTzgm5?3iu)2@qhm%|3H8*SJ
zrS!XvqB4%=>s?LqzkNmgk2{ZpAV}7^%Zthu2e!G}%~7Liq`lwmNbMo({Pk=AfBC_o
zmn(7^{kHd!m)F~wx!aShvSgIZULaGCBmuIyB7gsCzckpx-Rk+;xC#4{Ddf+FgCC2H
zk6M1}cxq(r{qU%2+We?<UNBq~*^B(XHOD(#_ha}c&(GNa5$KR*8+#Z)pnD%TG?7e;
zGtFysY%VgPR5C*SC3cZn-b9-k63Tk391v0j6mh@;m=!>rz&fehs)@DxeYyasSl|VV
z|1jfy)@L|fZH{GfV5P|jc7!|=*!1!FG&AnwXX<S~o^*%AKXrYZ2G6$)aw5Lce~3UK
zvg}_Q?r0h9mw7kVZKk$fTi1#hF3g^-f9bhu4IP(uU539DeH1&{ckzbt{cBav{*SY&
z&btv+S_y**87@vrs#YJpU%4n~shCv6aj&~Or?@x>KzV?*@hcmv>pOevvR!?Boqc_o
zo9hSbdn>EEJG-H42P;HQ&TdLhLGsg~(q-&CAF__VJZ0k6;Vu$pD72l{*els1TQ{*L
zOQNCHGT<Fr>`PtUlMA_AZD`am%6#~^0&ONwLTyU&*6dd4d${|AxAff%(`Lpjp&gtq
zXV%F!ybM!!hut<5|JLYJz<GAFbGx18wV!XIx*sEUrtnfHV^fh~q5A91LeTIb@=C4!
zxy1nAlHVE}r|k;E^Bo@JSDYL1Ja~dUlWkM^mnFI?^k*zAZ<gL3?cc=$*x_Jr4EGgS
z?XJSNNfdDVXeK0~s@2_w_mWbcPz++hCQ77HE$$-jjy}C3Yq|0eqynXZ{J#7k&;1V>
zU&Id*L{_r?+ev!T*PCKy`O?Gs#g)a2D=YPnh^KTJ8BV|Eoyy#!1lZ}qe-oYb1fKSE
z+%wlq7}f1_47A{R>VOcfLrUMMDD?yk)-34t%~jEvV2!L_+S`3l%NH+t!>Sq2QrJuV
zco-7*m0UOxo3Pq!&Uq)7;~<Z~I;JhYj|6Y>Z}<HRb3M&AUO~RSJO1zrKLR3IU^Ckd
z!3LCGfOQ^d41h9s$sOnC7-WK9CS`yLQkVn#W4r{!X#r1N1;Cu>XxcROCK#k?!^xs@
z<?zH8P!SQL&OV{}5XSujdY~Cob9-jlNW%d0AQ(_=9YeWalZF`qQ5GD><B}(YFn29;
zRW)aQR#`-xUvC#bOfMW1fa)L=lR_N%4-s2I!`s*;dhfYd?T#g-q7<GZuB$XjKv8Ye
z9I`l52TjH_Kg|TMuUg((U)&5I?@VFPulqYVv`1A)0J2dy?-BIlI()bPj|dMF20eUT
zY^0ALIg9E+N<r87Ke+(UK-LurG$mO~wROnYBVt}}cSa_e93bhp_#hbWd6z)TaOZo=
zJdm>^KkD@6S_W^VN_6j}{TB=`0_p?MxH3j3GsS#iqI`7k+xjY96|2+*=Z(#?$(7Zp
zps_Pz2=eQJY@$HI$U4P~D|sDT3+4Yhp!{UHFDlzzM*~D@INP8}rgFe7dIK7P%98Sb
zMCSza_2=&Jc9;n3wcKz@F*9cN0(c6K2IeS|kO=H@JP6Z1z(upVlSM#?MGZF~B!F^A
zu%81AeU@jzRK9H+(Dv`x09sT?JEKi6i8xyEL>4dK#qQ|NjC9PsB79(IGXU@HV_L^j
z#QbFY9U9h>O~vkIs=Nv=^*gF|TF=q&;Rr(^NLJn}0=N4>!pjFo(5yGq2XCm$Ch5Z{
zKu1AT-7}%97SD56#Ah|Xf1;0IOLJcFm&Z9cIDkj7LHuDsnQSmfQKoc}KLOqZ{mn$2
zAfSx_MjgXWEePo(TUB!XNP<U&{CX;S(mpzq3K^OS4@<00OpHvdruY!#7*fg1Q^s?o
zTo#E&Hzg-?2g#zzA&lt=SUnL@1@SY43U+xQzzp&vz0<@=I@Mb&v@PWE$CHz9o?&|n
z!B2XTkSCmYg!gAoB7DUcT8o!tLf?W@HMw4}<-cHCQ+r4DASPUCLP1_Nf#d$n2nR_w
zdxEV^vaL;eAcI0xu4_Ur!@beo{|LJ|7nw=u6>8dhREQBU7CF}$W?O$+BB6Qal4o%%
zJ*W(V&S+eyt}L_tGK>B49sA|G_9L%h>h3H#e8Dh<hoIdMM4`Dmvs54?ctyhcKf6qS
zdFGOWTo|l_6#@D?k`WkWWnls_wYE`mk=12M)29*o@27%LW!sE}1<{O+ee)<Yb)UW9
zlNq4+D7~iZeIRU3|4Nqmy@;Y-2nzOE@CXrwzJMx8{6!(q1$OVdvJ^pPqY-mK-YS&8
zFm6|1OoOMj9+w3B`dPl^D&Fs8X$v0KPt<H1%TzB~OuFt#SQ%IgLNfadfDj-lO{1zp
zl+4q={PNqAOlOQE$Lf0Z%(<5(Uv!IfO&5;Zvv(hVCVnKH^wt%50UcNcPYnJ_^YgDR
zm#*$|cE$#=Z$EhPR^#$!!gu8=<WT>-r1VVh<gVex?hUWxxr50pU7_1#P5Gi!*MBn!
z4x^{g6lqxT*1do>F9=0tqo1zr7^9JoaR3S{b^~4rB5*3;vJEMtsloeVJBdEjXjCkd
zLS0I4b$}n5XI^CG)#Wz1C$}JR&<o^zwjTjWr9{ApAK?YA7N3j_ivMxJan14Mi<E-E
zze&c!iCaX=9G?7F17rH5`t+Rg30%Y|TW2x`OoUuEowu93TdoHdGOC{J8l;>7b73F1
zI;5tv$XtKlDU7yb+si(3tlYd2?*>(Vqzmq!@2#zx$o!drqrRG`ExMAX(us93l$^Po
z?JcV-q;B=9#ZPXGLd!F6XITDVFBYb7?w6T={5=1i8hall8!z3QIsgpprCY4<9vpXp
zHugDI=JCS}A#rEve%{x`0=_q=fBdcz)ejf0HoTBH4A=o6ShQ29w_HtNi%+WsvQzzs
z!7%DSFETtoVb@O+zrD?1_qF^$e{wRv{c|VR`Zu_Y5-#cHy|j+o|5oe9w)0_j;Z;lN
z+rI|dlLcSmF|yiYg?tBZ25KjH-NfD;yf2!aGHm(PaF_b>$(w@`%@3Lbjs4_lkyUox
z4|fMKClfYD(0V-K3fNNh9*wr`R|)AxiAQC!86a1Xbk+PmgW}EZy0Sj+OP9%v-BS2=
z841Mct6oD>Bl8;i^XwqArJRaWum<fmxR2s!K%T|$8SJH?fI!$I>azhVV2C8&_7Z&6
zX8HBwop(~C_H=#ALL8~$dWH|~u{6@Vk9=Rw{CzpRbwdyF<_Lkw&}0*3x#hMQ@SZ(9
zzDy#yN(wpZ?<6Tw(Nxs(Cr?6#(XSAB@TiCO16AwjvK<$2pK$R1%aw#FOU(lHI_Vg-
z#1ZNP-76yarYT;d&Ai=Cru%3$_LuQ91QTaSADdtYv6aWs3ZG!rGK?2N<b5LVF~$?m
zCsQx=l=bmkVW8G`pY4YO|6ViLm-5WN(X1)WtEf|(*UR|JNr;E(B+=@nG8aZrl!Z~f
z`5mIwliN`DlkBLKdmVn)>6CaGz4<w8Qn6D27@$dgM(zzpFYqhjRtT60%rJ`2W^<$x
z0l#&Le;?D8KYSDBHBz|k5>1coe465?DImE-5Z~GJ6hVGoMG^Kmj*VLVi5vw;kC5;^
z^j-jJ2+E*C<EznOox8vCs)f}(=&c3QKNpS*VqfvtqoA{>M#nNvKc$DMZ^F0-K60-=
zU8~v?(wqFwXQ%K*l=7pz(idb#U@B8RcE!T9pDY+2=PjO<?M})0OuPt?sN`3tgBpau
zAM-A)l@A9ZX4CI9aC4dIcw&ZY1jnQZ+*QZ}188jQ70giZ;Y|g6mb<AAU%7M|@w@S_
zqW$IkX>*K2cCjmNUF4FhSjjcwM%utex}YXH`9?bVrbL9P5m~Swp!4-2C%Eu!rR3{c
zm>U%ET7gNjHGA^yi1rA<SYq3NBe^xfU`jPa3a{TAMS|ySZDqkAPdZQ@FHBTU3tVLv
zH0>%21bP;!+H(-zY4T6s*OTN4M=Y@o9fs4`$IyKUzg+slTrd38#!Y{_HR>p6MpOBt
zdCc=wb^17vS-r@6g)cI1vqWD%lrb`Jtj)D){Q+Xk%-+?I887uMtJ~E#9*Xq&DRBNb
z9-wB^4iBXNGd@uCuykH4Hc0zb{qwwOZf<FM^tfeV0r0xrw&VDb5;gk^T#{w*Iagwu
zu$H=)2fw5pms{F{+(N0B*a%6S)(@sfCC!zWSR_5Y_Ih7%=A#`@O4LSZO87k@_#&&c
zx82#%d(3LMxf@DWjs2J8Up($C99pRED=vJrGWa9bDjZnS^L#UZMwUL9GmLU6ecWn&
zk@W$rdM$hKg*QMw6COu$K!7do6rg~VoAt5zmI0n+R+wwO6vfri*dUnc+tM#VMJwOk
z+tb9u?DS@@Ppb#1l}*n1ZdRcV>RFAVpH6yukKMqrxb5{^_!-=NYZ`Y5pS!sjm3Dy7
z-A+~-ElD<>4sl5?iZ|ajp=(=wO$OYk?LFS(H+3%0TN}%_=DeDWXU0h|D;o=$0{ekF
z-E-x#pK4lwj(y~+qJXRqz1a8-CF!DLd{8vD*;mFpEf4zicDJN?I=6MCPy#9};CMxx
z%Qn1S366taV@w-s-HYBx=)DGk%<>vdnt9=Y9H1)L^Ps079*7OPmtD&$^OXhl=Ys6d
z-!kJ0E|Lpb1puPMS^G&wJb9n4<%&hLOJl1=8GwH**y97NTF1mI@a4{`)AuK*r3G91
zs>7m8*>=1#ONK<`tDHst8d5X4jbjC^v#))A)?MswHa_y9N`5kx{jW5AzwC}fISB7q
z^42$}(LK4*r1;fXX<SY3eb<772(xF;d_Ty3QhK9m1~6k`VK5Fj1e82<Wa(Zhy^zZO
zfl^FIqKlz>pu2m#yL;eo^vXf|$(fnwSh%3njyNT0GtXYP$*3M5DND=a!Lv}RQ10=8
z%meBrRcGhIMsdxIOxERYYaOw>ZDi_=EI~W%W*(I@E)L=ro`Nm&+eZ(%!Q2G2Bh-X1
zXkyE~ur#O2xg<o3X_c#5vQ((Qx1t5=TqBWB;~4OtZ>?<u(13HuZ|WVst!XLRPbL7<
zgUm@E*V!r2C5@XG%LX2%q};VJgXqq64UU}sqe?hB@`hQ5?66x{lVo}4rlJBKs7h(|
zjxrQ;p>M8BNRitE=mH#}N4TZcr#N5pfI{6Ei{-=nylg6X0!7$ey#Eu&72;R0&P^N)
zo4ZM2f+6{g%-IBrZ?N5w{2udt-}#5{Iz%nUxZX!(2@Un9UG!zGtPeYO3ws|&AsqC1
z0@TP(xkIk#@&d!#0>hUB!z((%d-K9m^1?BB$Lo2OHF@!a9l3khfQ;s~hNtN6)SHvB
zPpYqKRTDh#k+EGl4P8~9UukM5KrBDly!)gf8|wFxSKxlT*yA(?_RSsm_A0lFh10%t
zJF=qmo!WEq0Qh$L-VV$D4$IyhmgSKE2nT$5gf4JBC`gk01Xy|L=rccj?qr|^G%cq2
zEnC2?n3|FTya(r5JYx5d#<x{}gYeLETtEp$^mFL=Q;wiEpwQO|$--Kwuhr63;*>%q
zUnzVdiR$mm`cI28z`7um-~Cl0Y*k`Ds75P-IJvS){0WHSe{4|M5ZB0a-;Kz%gp#qP
zlI@FE1SAlKA5J{iQIc~bwGEig$gH`~edh*UV{~=Li=z7Cd38IIwFkG7!b%fHXPJ-~
zfqlI}BCmP`9TRfxQz)=6(w8A7%6&<QTQSVHZPoMn@snIht1Ty@_&ZS^%~^+VI?xs|
z<?Iq-iOFq!M^@2WwY42lQPwvq7yj$=>Rh1c76R;uo?Al;X$)3Qco_{05v-Y3(LW;0
zh>%ea$(87@f-F6_EgNnNW`3(y3;Om-fiSsYUC^delM_YGEN_~+r(A_#LmyQIuUEQu
zayHIVkNv^|H^HWsDLI^4Ipj(kP)mRKa-YD2pc$6H0Zf1;NEGN|RVot*hv#59GD$X|
z-%knqzyh%#bpU2|=?<+Ecbn1`(=l5PVMHo4N+{NgE5gu#-9EYnFm|MP%Tg3RCHh|<
z^wkehL%g*3Ar*GgKFnwfuZPhh5%@MeRs$ZtkyUUE)d|$Mmj3Y$oVB4g#uvsyzXxZH
z_p2DifcXO|KKeglXk;M42BjwjQFP6=-}&7)ODI?E<XA&^=O3!wslwUc-yO9nOK0FE
zX&_0z3g?8?K8Jub2?O*IDuA|>+n||Y$f3m@4F5hntiYO?sgZ#Y;S{mH%LyAH4WI`_
zL+-{Cf{0WE+TIF4B^Dyv75sKNi2@2u-1F}+*Ao-zBY;pa?h4cKl5sA1_~g{$Wd4pf
zQ{zbAbCq-0Y!jJ%2FV+s+i63Vd;<Wi>+nep`N1D6n=zVJF+x@~?!x+c;pPcKqBF4j
zf8!FAdN>wfX4zIY$yPS$wl;~j7KvsSnPwJA_7+JN7O6H-L@>@_f1uOhqI?pXI79yd
z^<dECb;?SiMh2|&MVv|J3)#?gA}TQwX8SX-X&#Yjgzih(WeEs>FabqCha870$E4RC
zDRNN9!V!&Fr?Mf{lq{f*34@#<c}!+hLoljdgq*0pyr>)_5dtJ4XF_6XWgcwy-a@sj
zzxRJQ99WOVlRN1)L43jCeL&Z(!KVQW7$HrPOF@tv2ZxU)|3vW}_~{058^icv14F-1
zwEmE{BgWzvW)Fi$%Kdd~<}VO%-!*vaOPS-PL-?1HseF>05Qj@8Ou!lRQCVrCo%6us
z!5v@FZpnkD2QJ05p1;Gh`yT5Da5DY(<@VZdcDQ^U?y{wGSh7&Jt7n>|?5s6lq%iw@
zuh{U7@kgpMm!ZW!zRg5s4ZBS9q>g>0p6N%O{E7Tmk2C#7`q2d}-+vPGB1FD<@5omU
ze=YScEj{V2=$9Odro>0ycCKzHZYz4g@ThsxnyH)*la#BE@UL;EA?Tk14QSw(ezO59
z)<W69k%wO9-AvJVq<1;2Ip%icTZDHd#V`BT_4bQ@o+EEJ-CfG3%N>pD|12d?_;Eb;
z^_OFu2&P;Hk0F`M^~^0=dq(UtE3dd7^deK_kAo^{nw$P~VGQghnPo0gQj`92iKLN4
z9>BWX)FY1gRmilS=gkhha?^^8t)-8>;Qe#(z2RfUc?fQCD%8!_?|M1fnfp*m)ah{J
z%DD9$`%P>Kv)2i~-M4nbUl#*_gdz3ZtCiSn+=+0C^YKnOjv7O_4vd7RF}DJ^i+|a^
z7u8U|Q(Sa57E>ze(0tNqr?XW55%>30c*?P^)0vL=PfTXpj-T)9dgOQz0EGG_BJJ|t
z_GspqPA4>G`0_A&@z?vfHt3MHfi3+)Qq?DIr}S6kd%4=$^W+QE4ELqAE$4Q%n(jWj
z6v^2u(>W|Eo+iZP%1xF6cj;BnXG+?iXeobbd{uZ9=NAUTYGlzCs79Bm$P;2Uk{Arq
z6A6g#nsCZH=q*zJbaBYUY9yZ67;GHJ6y=xhc0!P!&yvD{%X>Kdgvh5l=aPUy+<hy|
zy9>vv0rSw6Z6jR<Pp3XK;ksH@RzE%s{Q7YRND|+N?HF1~B*!28R@oX67C%#?S9*eu
zCl>gIsXVE-C;KC5OxFhOMIOcf@8(;D+Jkq1`XTYWv@7TnNIa(+0=kk!O89bFh1fgN
z1sCvaLI#0F_-APsD)f$#UgW?)a^~zGJzQ9sqh*<#cRUQ0WMcJtt(hoHuSs=C1wic-
zF1d2<-)NhSf3z)$>9hsnz$y>2<AKEwa`lSw9b@%~b$HcU8pU|i`sz?W_Ps3-=2&G*
z>Yn?nn9kr~)IEZaGfbv=ol5_f2A&s1rq#|DJDt-%y}XMVnGF^^f>J$OS%#-2aHb`4
z>A&KfHNhx)YPngdIeg;N!y%M91t9ne^)-0Rv)3=b6hf0MqvfuG$ot_cSjR@vLHW_0
zT{*Kgwdgax8lj2gEHK`m47kU+7HkCwO$_9;to#QH3;k~ou0hiEdPtQ3kdL!M86i<{
zlRpg1iKCDW=*JQ2HkM60kstgG8V0HgP4G1|Ff;r1h}?=0`8o2Npl=G|NdDcX%DYX+
zhY8TG^~m<sn%A$!kOaQsgcuIwPCaM<5No(r>pNGc<r{dw&SsE{3TQQYVP~c3?0-s5
zYq0;&F;0*_kBRmh*|o+r+rVMig<a$cz=V4jefBOu0V9%+d7}JLpR=J<vw70S*DI=m
zYw{P@;~Zg`?~gd@A8~;C;Sy`|j(B1Wx~&l6cLWt}pYJCyPU>wkYy((C8UI4$dco3o
z1X=<@Nd5q(RuEQj0wfwM{t_-G@epw6CgJ!*=(+s0+1iT8O#YHq{3DvlL8Qrf>vxFn
zqY#`8neok!6HqyfVZftTftO!H4*rCRe`fO$5o3gOJww10`{c*yc>?`qnO`$BIEy9-
zpOb9eEnqTG&9)b4nk56}tzIqmGd<BUnlrrR{91S24Y;$`?|;^Zz``6HKDd{b@0^$N
zFD*=7Y!1iNxw-wSuDe8ouYJ93=FYh!Kd>%%oK7DY+<JY;oc6j|$6dZ;s}G{@%9ZRy
zFS5wEc&(4{!>GBy4%G1GfRD@9Fbn*-tkDNbHh=Z@<OOzV?BaC1<eKuK8f%lJ6ZW<b
z2Q7T*E$DjExszzZ!ANQdDx}d>_Lh>w9J7M-ARrDa<%6M^MPj_*a}2sqeON6Xw}Kty
zJ{8V3Olbf&h@T#J-_bgBbh-|r`07zFiS*dQc6n{}gwH>f^xfK<&J;Fxdl|c!%HrW*
zwS6(MTpAvbo_{-qj=jZ9tiZFxF+poLOHXSLZ~Wmg2fjDkWpyzJ*u{7@2lg3UPwx9A
z>3W7M^sUb{@~pYB?q<%b@$Jm`)yY9j@~5A~zV1%Sb3fTi1?(L>d<{;W4bro^F)ONW
zLy4K%$r2MxbJ_}zU9}7kN<c(T1uU<8NDLLM@9%-|f=l|oWr|L<Khz$<Uy6On>^U(l
zlO;_p6$m*&r#8}V1LJlfqelSmLfb&0P|2DDLL<xm23WdCWZxSURg}BJVa-gh@RTQv
zGCEL2Qu_-T8;yC=72RJ&$H8i<f^X>?TeB!h)K<`m91{&sAdlqIW8{>+XKlf{ef63B
z>(SI6P6X_9=q`Swta<E5X!V7bI@N@s;X!HB$ZN0KCac<F&t@a(>AXD$K1oBJ#&Z3}
z;v$<!{n^scrO+y+BsG44$Bz=|H!ZC0bI0++h_ZVBptptsIU(>y?z!=xjTLIs#wOwU
z`JE3R)S%E>rUi8SiD{mDXXG!QMFsC^nGueat$)8a96easr;>jkU!0m=Rc$Z2R8SpI
zs*5!yKgwKbxA3a;Non=9f4r0|unY<Im6K6!J72l#P!G-C*&|fzSnOxFGHq*)I=5pF
z`oimO72MR|^4{GOP;>_G;(gAuci`*?P`NXsB@8$}iLYJf(GT4-`)w9{4zhE#*go-#
z$q$8V^?!cuJXivYRnuFb$vg}1@WFti;H^*ag7r!uj432<i?wF%8YgQ&E>!>6=4jMp
z9t)FcerPsLo(3Fbg223gBlSslZ;F-mi<?c8t2i;P&x4q)KOn|I5aUa5t{Mr$3)1J@
zas_lWW8vGYef0@_U1NO{V|`I$;d==}PRC(iZ3KTUE66U624)b4q<Te+eWEWoW4Q13
zjBf7hakOHkXox05f@6dDR~|`J#$%P|7th1Ym6gVV<mTORA`V$W$>pUibN%7(2mudV
zE1BFi7y<K#H}?{FA=WAb@{Xa@A9|6~@>j$=@T>}A`jyJjcIU*P9;C+fQLFnAbW($G
zrLEHSsM>jXM)HV_NAA17qss(<+B`!l@Si|idyy*sO*c0T-~=wgex{f<z{Hs*!T_^@
zDUsd{uJjj!^>R?W2A}=FTttODi?#c`qY}$Cmdd`AL=EE16?;U(iwL7(ZaNviq_;Q_
z=$FyWaAwv)u_lJc4xHu?t$vmJkDvynCti{e^M*dQ_&Im6#klCnjDGh!<^Vz*U{JfI
zOrEpNDPFPtwg{oD!sjxmvcH{Pbb1dS6z`NBg0lT_u;V@=o=_n8;@-$q4d#P0u7X9b
z%vyh}8UjPMkMmdrcN)B~W(XRAjsLGNPU`Tpns=VamhQ7jnh8L?;s96(UZ;s}&w=LT
z1u9YCKXb3K{9J6V^wVZhniX_U{jw*IUl_0{s153EcA}_<=ztb*QcF>UiV*<;;x-Hi
zbPWy2U~zpHgC<@bM-)K!@EdvzLDv6nXzFgXI}UnIZ|l`|LYNA6DTV}z=lgs62am7@
zvHb|pYB>RenH^+%!CtMm3DYyjh`ZQj@DNnNUm^}i$OkMMh1O#Uf$X90G6L(54a(-%
zrW-@TFoe|4@Fwyh2I6-nh-5jiLEz6w-C0S4r>G1^n@Q@J$qOwzuZW*5K~xbfR46dL
zoaD5>N1LQc5ab8q$S({vy{nJN*jxUiEJf0pwQF^_9YYTS{@EBXQ$(V0QWV|aa7gs7
zLYL-q1WI-!gDo>G=iwa@HN*&n5~}VdAb~NKNF<R3pxIWHEi-Lw6@e()j^AJv5DUHF
z!0*VNf9*%k`OZeon3q{ZMNMssNe*j+b$Q2PPfxOQ$R}UN`{^oE=|8733Ie!u{F6~%
zOg2ATs6K!4Nll0di+b_9Pw=Z1^Q-?fS^uNj7mh-F+EJ?AQF`)DY4V4z>{n)Uh^bAg
zi3v?4q^pqUKSoVbp7=BcW_<-_PU--@;Pyg|pcfpZ>48*FNbcB^-y`c%3Lqq3GRZHb
zAlgMdadh;idV=y6X>Wn$AWR;Ua>BBdV%?cJNMunEdkz@d|1HFjDgXhB7}dWU!}SVg
z$D;&jIH_}YQf2L(?4#5;Aacy<`tQu%*^^fy%*<>}Bji`Xfv7lGU<K?NMD!3SPf_fh
zdJguGc0dFrA-(}~1^x8o5)=#&6cOvv6U54);UYeeB@8-=i4G2O_s(oydG2?>Tbxl`
zp2X+9VpQ#Zd-P}FjZ7$552pOc#vRw~bBRpJyJDI~5=5Y^ZTs{PIvYnq{{VapW3sE)
z5oi5HWU>wn)7+*$3J*RmZ@PCroYv~+@0N+&#!`r<KmW6wyf_^upzBE{Fnx;9xeRoe
zkaQb3;4V)q(3zjAvR?UF-g1YpK4aA2hRHIupi(<|rKWhx?n@PTpFOXYc!^|WIUxy4
zyk}hS#X3nj6wii7EsFJ_N%l`TAAk9sZ#qKGm4(PxHynv{i1gHRr6|FW=CDWvHNI&D
zP{cO_yly=X*v=vVq!*z3fxKt;SAX)&UY-ut1ujz~qPwynLh)95y!G6wL2Q}Nr<AgV
z`WY!Cn8u>La^Vje{|qO4`kVMTM*&M#*+EP{sult-1hn%L*(GEOOIoRrppmr&?t5RF
zvf9vOT1uM$nbhE#L2QZeVufjR>Arbc*_&2A+prPgr?l9hU%X<?4fk@@lUmE)cvopl
zjDKrvF5l7jJ7h8UT9kIi-f}A=Jyr$<TD{IMk=Ga2ZolwX++uhfU_Ha7XJdhH;s@Zq
z=QG*9msh}79rE@f5_!w0-irB)G=Y(hgk}4k?fkCu`*fNKUG&|*e)Om1e6V}!@nEZq
zC#x+y>;ADkzS{iuPxLtw>AM=zmpJtRoRv*LGwNq~bc8+jsRp}6?QP2}jyIS8wDQWV
z`u1v)Y?<&VsEB!5Ua|(I)!$Uq?^(<+g0IMbLlOdQW3Saob|~fhCy$YxeVevq`1y5m
z^4p}ul3_KCf^Oc|=AVCz!WeqdXUwjiYL-fTYS!QT!poVsMYq1yJ{NAXY!J*eZPIV7
zF0ycYv6H1gGhDQ~uki-)=N-RF=|F_`eSrQNP9At`G9n)em!>OXapyz88aR!e2%aHK
zxRlq^?;nMRqP1dls>-=()DR;4FlOY}tI=`sGZEu*5%?b$_#aBR05eJY#`8Y`Zp2P0
z9=?2JOp7Lg^uawyj7muBeH`mNzD)p1M~fp|K|7l2@fb5w9<m2Ajnv@Un^0}TTf(_*
zgdx9}kq8nFlK?+dCR8dkRC>g@f#<1>E$InV5S!=!Cv?ht`8>M{(aNcy%f4AodC3h?
zpb;^Fv{dI}1O9;Uar|amBsUC75LGkcfrJiTVRM%DFQ2XKZs0jYW|9B>GWfFaCS@{(
zxKn^rTks**0}YxDWA=^m2x_h0Anopui7xcy{oudcp`s5$#O{ZPb=ti?y2zO5eYppJ
zVu$Ud7FtHv8#PpVbvfPKKL%6K#xUMz6L`rMXW4cX>6FBrjHGXCqY#8z+Yw69XUYa_
zf~OzL=;(aR0+w&%3F$!{(9`n*!7`$AK(+VB5+lHn3uqWhiYkB;k`hLkC}5(bMEuzA
zJAY>RL(-KB!>?OKU#%ZKyAu4?pRK(qdrI5^t=c;tE2&Hv98HLdUyWK>J<DBnF#)V5
z;`d*$@u&iYQSdY{4(dUs+^s7^;ME)cG>**&A!+OPe;l1>IGb-9#)*&^mDtos%%XNx
z?Zh56YZtXgjn<~9Bz9}mELv5RR)<-uYOmU(RMp;lQ#B%apa1Iv9~|*GlKZ)z`@F8-
zd0ys>6>&{$bSX-J#2IT3dLO%o<z|tX1NA~Wxk8s(<)95tXDMami-DS#HCpGjnxS=?
z71lhHgNr-weS(}=JHJZ~e2^Td6UrUq*!xZ2>zPDft&uS0gr9aIlV1WUEJu-|s(-ZO
zsgp2JCR2#-uV~D|t^N?2M1<n1jbV<AqIix>2^0hct8qKOWFWN7e{Y{>hel7mEj@Mn
zr~wx!y4U&T)NSI73}^p~yn;Ql@wHmGbq9W`{R*u@g2OV$&#^k#<+^*Swk8+l+X``q
zjkTY;sndfC-y-2LI#EAY=&Yuqr92yigKGu$^_~*Wy9@7%7F)n^f|y$CzZ`<`Tz{#R
zGJiMtHVBsonyEb4`4rnYV|%G<IQzNj+We;H#oo)8ck1ezYQ8RCe*Yd(QMayjc{!(4
z|Mz0i`%dys{gZ&-rOVnXGs>0!n$j=l*h!$3#HKc~ItXm$y1b9SJ8GpH={%oga#{9n
z=U2b-B+Smo^Q?6@HEKVJtKnAc7VjJab*d~F|13f({R+ur|DFOYGp8jD3RX|KO-F_p
zq{)9DpVRijEp~q}appDKrL(K58uC3B4J3#g4(ZQF<-R3^L|nW({|H;Zfx?Ey9Ww+E
z8_vkR80gsj>QpzBI46HA(l2yH#+lYF=<IZ0r1Yanoq)j{$99XP-_C3SFN#a{<Q)Sf
z!Y6zlmb`nVyb#CxeNMURxRh6+IXGncbzEJuulsf|?9r1e^nCE?;|TA!6sVoOkS7+G
zcNL}|%#4P5hxOO&4vKquMnrgy9a~?2yX_g`>VIVh#5v+e%9`W7J7OmMdWwU7xxhiT
znTCNDDuy5c+}puj9sD^KeeOR9#u?>4jI^i5F#)x`qDT@bPNb6~v7}XQ)-tp~N9MPs
zytSQ_iN%*^0q+guORqW7$C%tEXZV$NC|m(wGN$2<&9I7kKEUlV<gPKNZq{acE!;wq
z<5v#zPm~Sv3ZNes;1wo8wM++UhiuUZD#JUBdEOaA9ry&9uGLe&aU%ArBQtO7rqb=K
zFpu>x4=7P$)L8E4eaVq8igP8hGf0$?__VD>ZBuh&d2`|CvZ{i6W@hHX;sgD|y8YUT
z`he1cGLj#DQ%#0t4f0V&vlJlh1%bna9?WnDkv)mRI@n)UEa*RiBM`OX-7szCgR3)8
zUdk}jfowR+E>C=V`1NML>lu1D>dx$stlq^?e^SNxdID)=D_X@UMS@jE-G**BYk%;d
z;QOd8hpmtdqbcd(q(F9L<<L$l@I0+5cNM8So(JM1IW`Ein1kKS&i1D}#OF_;cMW71
z74kRocD__3H6JP)%>5?ZwmZa^g)|dB4sV)2Wv)Gu<9x!?atOPqbr`LUl~4RaJ#MDv
z9#jUrDPLk9=#a}$-fuX_zk(I2__xA%q7f(fC}xz%AFO74Yr$<?)C(|7iCG@6e%AB8
zhpxZGczRMY?u_z2eLIY6b1ZRyE$B4y@t(+?$L7eKWASWikz8uASJat9F-*g;OvBMk
zhH;sCF<Ay0FAcgf47&Q?r>~5Cbh%~qd~>EsNav4pL3m?HfTggKnT=1Q?7olAQ1j0L
z+v3e>-LcTSCh~XF@9QpY7gc7)q^_n_EX^QwUJBmI%*t3`;2eZf2C`7do*!^*L}TpT
zugDV1Cb7rhN*oj%pe%9%W1JyYG-62pJ3^E10YPF{QFS#@FS=1am6%pu363kyhdAjC
z%*X{~UENTh2#BQosu#T1Rx&Bb#91=qE<f{-{Tf|?CdM$qDMfowooZ9el#nLaqKP+~
zulHuCPJ(yGL&F4bLyb-Cq+Pv){h|2Z<=9CfooU;Y%5sTqfIntj=Md^ux-YCO(7&Cv
zzG;C@{8Y5OmDbz$Q-~FXyNMj~(6X;Kw|iLL#RPvv$4bJUKTX<gjU-|<?cpkC4q*yA
z;X!w|Z#@+?eEg_kDuD_C58Eiys)0?d#no<6Ls2EecS_7VV1B(7B9Dy(l&xO*H}YM&
z`wApBSw<s*R{6IC?3~qu-}SOAx*utTYn#~ksOcGbo04RpO6VdMgrc52N0%w0VJP<-
zcCFu;;(J-<9#~-!mRv@Jl)i&j0zhMjbcQtmIQ9YZ0O0*cAF-n9^W|9RhN^wMxY~0$
z)!rD{t5T)GSW#fPdt@bynCDUPj^gSa;^xPIKW8#^5EdaLb03dwBQr(Y<I#ms1r&R{
zk}K>!o`m2)iW`weZ5%|wj$qVK@Fqf}5>pZ2Q&s)JYD(dLfl=v>pm`9jdC=)ZP|!qB
zEu39}o!vUVM)Z(w2R$18^W~YFTS5x>2v!?pYMmYF05g%Oz>LsA??ALHAg`#&yVw|@
zPw@-d1qDXWWO0#LBW`JEFFzJ7+fXmNNXH6bV^c%fCFH>KD80+M(z2Cv5{vA?R9w4c
z)vLWR`(w8M_ph<xKT+E&ZSNWmcWgssh7@mJe{leNVGLMzZWG!h9h01@<wS=DghmI1
z{$#v#RK0sUNbi>4fP~*bXRnmsfJ~7qyKxn=o7SrPG^aa=EgN0LK3&9S{XsRKx_v}y
zw3Ua84w}GfE8;{W^3J!AM)VzxD6*BCheo9Rnn*j1i0U<wYA{c$eR@lqKx&&nL7RXQ
zd1b0+#i$`ea+_wnIGZy!5K_PckKJxc1R_^M+?O7mmAoG1g<Ej2ybBzXHPGD7O*D4z
z_Eb?pf*hP5y>N=-jxMdtNfMY4a8>`JHxO_6D!U;2)%{nC*{?0PAPLZ>XRO`qdfX+@
zNK?3g=8GKG(mSyL7QqQz!}B)KOVI8N$AtruMk-Pg-pLpL_yR#Fwpmop%HAjTn_I2g
zJhD=^*#1{;U4uy>KkV|H2{F6>&(wF+Skw!5Mo+BxFB`&8^x|8>%Qcp~M9eJz$6%?G
zP|E7NTldK;x9|y>!&6V^wgN1Gp$wzDHX(~54RjHi{T_$jPMbBSfA_dGz<MECSqD7M
zk*5nfkk1}*#qz3Qil5IR)p^Ml>jnAtfkZTY{OZDl@CzEEKLOWRkVXK+H#EZOwy#`A
z&Bwp6>-dU|E8T>-k44|PTB<Ne116i%S8y51luXhEF)8)sYhQ8-!{E=dsx|mw^(u2}
zl%0R=<6d3vFTIW5fBkB#T!}Y922eP#ZNviY_YK@hzcT(#qj{`gq-3WagQ?o5e_MYF
zfA=vrLMh9wmsk!@S_sXxL??X5lEQ4{P1CSC)qlLRk0p;Bo_7LMoCo!PFD<gHtx>#R
zo0p2{9N958@$Uh$A8IxhX(GH?%P`~PKOH%{7Aavc>%4N45Uhnq#$%PL5=Dig0*QvZ
zFY9e{f=UG38cl*6g0B*;njRbOV)mC74D;R)etBkLh(k5QkD3naUSRND#M$#7<@-+$
zzrSs3O=ux()?v>35k$f{qUEgr1MzGpxa53s%&zr=GO?=(74EnGJ9z%;EKcHlX-Z)j
zb$+pWOZ*KR#v$}9=P=#y#VP7mD96#v<l*{{HdH<dkUp@oVG<Q5ezN~sq5i3t#s0HF
zQOJGIpoz~i7QG5)U7RK7DnK|dr-#)In)VXolL_HFYQNO<&&`eCnJ(7jM}wb!<{d4S
zRq-Su{Me7awxUeei%eblKi;AjmRh>`b6NPO)321o`o4ksPhZYn?L^D_-izWZ{)Q~o
zfAz;I?HagHODvWLDkz9$yJlPbXZL5~`^KWJM0XcQ?T6JR$mrMG`)}HcKU{<sZc(7J
zFI)TQE><r5p&(NBKdSpQ%G4ohRWG#C1bR6PHzKi`P$@vtT!a>fh80yP-TTA!(CbA&
zt(!n&%97eJj-|623_6EM6AQH$c$v6~NZ69Fstz$f@jx6FcLXU=jJCVp$$t<vK3}K3
zVj{?gCrjvrg%@%1scu;P(pX01^F|gp0OtaC)iVfl;+!Cz?+UK*2wos8lFuVm!Xs?S
zMu&tkFhLHFuAcgXM`B4Clu|Hoi0@Iy`Oj>UCys*BUgPWh@A}POPJd4E63aTtyc^22
zl)RL<*2u>yP-sA9)(Otgc(y{Ps!^oP#$-gt5HE~eiu7Do+hS<H&d|Yp9+x+e-JCmF
zD(5@x=X)L{`-p`rq7sE#G*VeIe&~nM*%Ep}LDQ05()0S$z}wRHvjT(AGOkuK+MfU5
z$cHQv2a!+@9MD2%@jVARVHKE==YXmKf$GrJB|S$Fd-}g6_(j!gue^Pmb#=k5WV$YN
z6>(p;R11$u`ysuFs*1KR6@-RW&I<TEzsNdO%Q~sQQs&cV7tvKR1FzwrX|NlAJrPGs
zFP<+a+n@VLDBSPoYE^{qkgjx;jgPz$;+{^As%y`s9zREJwe1w#eD#|xW{O^(=jvpP
ztM_5TiFeY$LrQ=ljFgV4ysnz_ms>EfO+@=?eDG5!8fsu7TPK$`PtWh3#9YHoPB+QL
z4(7(IIn|elW!Q19#KqZFF!i8D+E6`sMVAP!V!@(F!PU^hgGQu1w*=1qCAF0<oplVJ
zj9mllU<S<*1jXL(DPffQtPXf>Y6xF0&_PZTdTk`2Hd4?iUEA*SrN8RbGC!#5I?o?>
zfE|N%H|DAj$k<Zje5utj5AePCXk2?|L0X2SMz^!ZX@J>~jsD!9i^y|<%~f+G{OB|1
zb2s_S;h;}>`=3IZ8CJ;||59^qdA`XM4>E5aH@gDb3w2>z54OESn#vE8N(bks=T1+D
zl7qEDmFGVowT;vO`cUUYPHGE>s?K!7mnM3f>L^a<6gAemKQ`T=IDLSa^uJok3;r8<
zO0yF)JjXE;?CDP2T_oF2;%K-PdPd7tND7Z+EhZh4Ho6UFD@1|<)f-V7<LbF*KG*$@
z-fiMuyvL#81X2sM`+elzo1DgA*RAER>4>+l@f$NMkadAMltRS6oyjma&BqLDizhvU
zV;y(aV#|gLXR<jPD0A4<bCd)9Jr>qFd)cuF%@=lngKuwP5dq@>6A#qhV2}qLL5Yak
zM&FA4?+}@mX3TN$>EFiKR|t7K?t_lx2^JM)FS7Fy_5W6;;<N>kMz0yju?1W#?{gm;
z=ROvD9ak;5(9zGyWY1L=WTAA;p9hXB3BR|DShLm!{okAF%&krCtN9K|qS`7m0(E~b
zJ8eUeNw;pzbnM-CT%rsL>U);^FzqdljX4z1CsMzS6s=+Hq$28V&bRdjd)T8ip=NvT
zF|6`D0-vc1Oh9mQ?DMapN5{L*&uP12hK{IhS6SqlfC#ensa3aWtR~~zhcELq&kF3z
znt`FKG0bf3u-(2JqgHBHFe7hLGG(#A-vhzv1c$1x9@Vx=<K~hh_ebYH$xjr@PZrMo
zHgEdg6cHBYq~+x8WJX?%&d~Pjdf5BXcT}=K#evX{&U@SX`!%&QX$?B$$u=F7`4l!s
zlZ0tKYRkH2))IP#y9qyv=E0%Vd;YOtJr<z(X6?gq)Nw{f$OY)t69TS1A5I*p$UpGW
z_EC37vkF4tbVgKdN6z0Az9~$}O?g$#p45|H$2pt|Dx!Yg47a?p%G^7b3S~Y;$P*p^
zSZM5duD1-L@Cp(n8<FKpq|Ay>kp`%H96-gBeE8emwp_-Xe>LRlLSuL{U|61Lfmb7u
z^mEKqd*d@A480a;i5J?9xVnb7tv^?}Q{coMK|+3*Path3Kj@$*+6!F&scAxm!!WnQ
zI<_NYC*o*OTryRXj^jKY1M;o|%8zni$!_LKt>($-4`(~L44$nFTs(6-PqQ*6d|^gK
zvkYrypj~-%-}927dIX%D(+`h67FBIZcj>vFdzJZ_7v_oyzZEvu%jnZ`DOQu(q<qq5
z{A3PSm8;}prO+pJ(f6~V|K8Nfv!r6*+dtjS9HRB;@1-!Lyy4c?U+V0tYHuHf($Kzb
zUzlw8TAItoY^sjTCpz$A0UJy!%o&PD(?bD!;uUNG0mu1-Me@PxiEXs54huloBqo3P
zoJB+($uYTr_`(^!=>4~r*2a`ng-+He#&iWJR)O$jjcusDUqVB(LZf3sIeTf{M<geC
z{VuC*GinF05OA!bdI^a$aEu)O`pHqvbE(6Vfp^=1N>i6clAMgfA>WF%gqEj_iJuuk
zKiwHuS^7{=RMuVLwq{mFwv4_6E}jfD`Z{MM>rM6TJ5S<d1GD&^K33@_6n=@i4)XoN
zXo2oIHh8IHAY>2LT#VP1r{KK-Je+Zul;K~(L*rQ;P?~H*mE_h9z*LQvTA*Vc9N8sV
z7R_G=_Jr!FNGt&LwZg1PQPRBlk+Cz=U@`|T`-QIbl;o*?&f8h=h?2;~>ppn5?S8}G
z!mbW`nr55T4bDJ;s~e_Pyo5{3W#Iqwg9N30i<Y^dlI4>6-m|qhTYxR=^d5Y^Yb|>Y
zI#6@+f{S4e%4rzPqYr?tKg72mgm)%z0Ir#Rkl@cBu&G{_gMl}zfSo95Gqv5v@Cby*
zu14MHfkY#!S7D=NfZytytQHTR<eiwigZwG_+IwSQ-q$1<_znub3Zn&h0>CjdAhilR
zJzYS=SF$v$L2QX+TjA(c*aeV<w+%Sku`q|wgllFDDX`?`iOxytfcRGkpItHz)oIG;
zhZ=`fh4t3*^_G*oczcI^_lH_F)$c5)<SeJAtf!__zIb_;dU=2GDlO%fF_)2bhwKQ5
zf&pBtR;CDBVXKa8MdedL6`m(>b}^X&ZGLEW4DJvRVFs^81P$QrC?g?hM&V9MRo~76
zIb1gKI<FBmm<w0%5o;eZDv7g~VADH;%mI6}wsPwanrx_++mn#WS;Zz>#qc+?a?-)5
zPd9(h#dt1v))e{zJsKG!@@Py*^!4f?$$(OT`2-4dLcgM4y6WA%Q|NMiv?|g4Pq(0)
zX0n{-IENDz-}EH+^rUkCq}bS`OvfZe+9R(dMz9W2WcixNa*t&fTVbaMy^}jzl3Io;
zoC?GMr7i@NR&;Y@E8LM`-kt##=UG9y^nvn+J%c3_Ax*pN`+m`h=H1@_UL!alXN(n-
zCK%xDvm3_o>{O9(v2MX3c)C_KIMSmr*0Hghv}<N=a)$QDL}zY%(la(^T%^S9uaVg~
zRynWlmyUMMjMH~@`cdMrVo)PEpez>=iN-{-GAv+kWx4{ES15tB<wZzlFq<c;rf)iF
z-~W)&a0YqOb>Hb-AhEsm#n`78M6cs~jB$BY-?t0;XKVcbT&NfVJpcUr`(?L385h2a
zX`?1gjn!^Ai&!oTu;e?G>L2qmb26R6UYV(uU>?*GRW9E@zRD!O@^0+IzT7$q+KQ;2
zGqeklTF4L&q5g3Cm6&#|6w|t0>weq(G426i!zq4n^ks7>W9`T$<lf)M7N5Pg%aUW}
z4fgB;I7Mx~SqB7SdW}UDBOJZsZ5jn$Rv=b<+WvmV*p^q7e(Pj@&{%Zq{2mc&*D=~u
z6jdC3>hbd;uEsMli}IV;3yTzey$N>&F6+@krTQycgc7u}kGF%E2tbe|4K?X75uX^3
zEf;MfHtSjq0f^rKcCXQ!fd||XQMbh+N9Hz-_WRUMQTb!89`T4b`P|H^?xc-L(ZD)%
zrM@ByZIzUaHWXchzyx^Wom&5y91+e)ru&Hj0T(rHI9Xn5*y1B<3sQL#!G5CHnfUaJ
zJr_F)uKZ&a)aS(35HzSDjNfB4ET8aXpXnm_0>ZoG5M(Sj{4}C|gZrXcnU8CFbg|v;
z9(BY!(QnqJ0n|74V>`>)XZPPR;mH)&ShMYk_6=P4sGL8%uJ5;vbijBX$<Xko3Dl&|
zQ+EfR7c0=mI)&&|CR023FSAz_YMDVr28zGl)mOEg*A#f~=g9@_=RC7(@gu+<qb{?y
z%df7kf}77aOT{A&+fWgg>3|2vpEcz0_izO9eEsdy!@A+-vwj4D@L?W*t@{Cf?ZaE*
z(HtVe@89ozJL2Zwy1mBpz84QdFTyO=?cTg?mQgsGS^4<khk;_!VaKg^Kk_=jOMgb4
z3}J{TTjK@&H%^BU^ZpkLr_W}aqO7Nq119z#nm+z)c4FSwU<$xjBOk?fKV<}3+zj>T
z58F09NdB#igquBoP}69^i;#CF_wGtt<Do~5ue>*Rxxq_J$;qc6V(B4(DKie>K0keB
z@bITEAQo_olLMhij70^E?>ij)RXo!9idAwgUvpaIFk2-bsyWD7aBQUWI~R9oQzKv{
zkFcc7If|~e*lT3se)jZWZIV>Om)L8-wvOlSo#q{#eglLA1BEudW<UizzzS9qNTJ}w
zNZSQq-H;xT&3{PQx8^$l2o^`W57MoMT%9J-RKRckg8*A$E(IVf30NPZh?FB5aQ9Qc
z!C*lUQ$qeB>^>mJ01mEzh|5X1QllMLK6{edCJJ|CjQ|XgJa$$j7IcY+YU)NVramqK
z@xoHtbX-RCJc7`L_?WqoXQ}-5Yw?Y#80a#K#$}djrJ9F&pt(&HAKQETY8JP^jC>NI
zhkOTWe)T*uM$AGP8c^rOa3p*+)rgc1D~xoE^jM1Awx{=06%>Fwh#t_s8Ha9Q&;)LU
zAkRlLLD}Kl$q;;nHAkHxJtiM{C?SkNcZgFQ9wg}0I5&K<FKd8LaiNuS%j0U}mX0e(
zYhZ##f03^rk5Gq~+`%vDDB_o>&LA0n>d1I$wc{xI(^eLei2CRQwaxIr!*9A^u6XPd
z^iDzHLbWggG$!WScZ^li>-86SHUzPU{X9u6tX^y%FNn-&i_E~`SJKaQZXAuKQ0J;k
zZ}EsPX2&XV3_X*}W_pUeMJ1rHLw=mXT&r-K@i}df0A#=QPab2nsF05}Pa13_dW8L^
zx;M<Y(ZC)?7qPpTd+IY^E0JMtYo8Jw?9W;Oadi@WCmC&w&?~1d{7n)13mjthZsao=
z>uu73DWr^Ge5{dy6KkDN<UGBQR}y`VCZt*eQmYA((V{>S;gR^Lsd+6Sn+a4%##yS+
zgjdEHE+)VKNum@k77dJIgIWobnous@$_Q_GZU`Ya7IHSFWc$S<P>q%bhu$Imuf1br
z5SDG{2Ch>`n`al@NT7R^bUdF2ufHV}VyL^(Tz&B0p~Qv*q5&t<(CMfeuRKb8_FOL#
zo%>n5o&;Q2yrTPg$HV&1*zR+;ss6WJPs(i16`ya#oIdy5WfBiEZJx3Et7|d%dA6qf
z?*uO}`Sd(&`u_afC}F5<2(besL(e@Bj6_o{Aq$YT^RiTdaD~TQ^MPM6zXut<KhB$Z
z8a2Q*S#Pk?xfg64q*C^FGRe<xI0>f|3cMl_Nb+1cD4gMvOYC+|<l?^Jl89(Zh;><b
zAFrb*<#f~;XF`V12eJv2{2qtWxVY{t=N!Ip`+>@1C%QkvcZ@9~a=9?XlSy0FhrXeV
zTbz#uuSNOSODcqLO8IZiZsHKjjS9C(zR~7z)GPZQU7S7JcDnjqaE|K)jwg$8SHQP7
z@4}j4tFXA>#=wxvf3)6DkMo&PC-i5Fzm(q01Da!(|35QVh=b=c(6z}wUi=1F_wT4}
z<!zQey-tBfSE_}PW8<hrsS*)=V%5T8HSZ|tEWY0?KQ&dFwN8S90UM0no>4)$m#7xF
zkc|&$v;>6E*7hRlaB2}j&1RG)x5Nr@*SBu?KI`nF{S^~bEansKtt%Z&mdvp$-a^7F
zdLO6PGc1#p_o$N@l%<Lm?+nmi)GG}rYhIyQh;x+-{}Zmz4r3t&;DxBf1K5Yx39YCB
zI)DHQEij`cEK&($0MC4=M?4|!+up0qvRBWBwnm4x7KgUlhPH5JTg$eAT4C2=-j8Od
zr<=bueQPRsZ%}NceN0_7b}M~}o~MH+3Lk|N$C@6D>a`uHnn?H%qu9yrBNY|1^YTPO
z9I}S&$8x+jh%V^i@;iDevF9w!62x}MU<;NC+WeM;k36emz15z&77@KX`1g42@TtQ>
zj35?4vH)y-x@bYK%VSVJBWTTWWR|Tg`4OY_r@xx7^<U5t7XNG7M7B^`ockZnOB0vo
zqY=#!L=rbJLp;;l%T^Qakc+51_|q|9)SLw6;Oe&`|7FY%RK5X)yQ`&`r$t_J!8|@c
zkglRY9ASUie9#ef0g-Jpx&)fWUisPSql*wDI0+vhX6r$Vaf@1!aR_Qoz!@B6Hc;<9
z1Lk)~d#SkkN`5y-xntnf;ZV-%%FuzdlXxVRo7!{Nj^eMWU0;p)Zy6Vl8S|SM7c-1j
zJ+u7d?D)s@lcW5*Z~?8`H;o6GKe_6fj!CUL=Q!$dBgDkn1jXgw51@(|_f6Jz?zwuK
zxt<7*$@itd?x)|<b^7(Qrz*07$2UdxZboXKe*C}W_!BCq-(Lo!oQNQ<xrrgYyIMdh
z1&)q&0ih@vfmIv6!C?f@WYqW$2HL$I)CRQk9<j9|!2Z5`#g`rKIrCHHiBmKZ@3o6V
zr|?RYRFi1khhIC7)3&((g<Z5Q>HxMkav8VAb<}hmb1-u)sddB@4Q@>r38VoW<{;w_
z-0-B2l_~E{E8v2IvZ5a)rxuh(2S1Ju3MGuCag^$N`bmS4>RKLpZm*KjUSy!utOmeM
z9+Lw}sG?<ZQ=<m!wE?)>2sH7ioz8{s2!@0MGU#?<s~|6)Opu%vcgUCc-xaYQB%s3+
zS5cfh*(qAR<$UpDUiZz}ztR8g=}i=Vlt2_U(_-9l5|fdnZ-arPwc1jg&Q&D~6crD-
z>u1Qco+~n>EH(&4DEdMV)EuUi6A`D{X%Z3f^LbH+WHk4p<=e&q0STX?Ipd~SjB6;t
zZb4J!P4nB&R7?m9)*|DJ5K0?64p%WTOwZA2pEEB$WhlVVrT)g)EJM@GQk$atf!de%
zc$|Ag{Ldvws{|I|Zghs7RIA|ShpHCCZ;68hX-EDG0^*3Kg@=)*#-xjfAQAEQ#C$s1
z`&;OtMoTQhYj@%0v#&rl&jA^oI<hB+r3bZ;!vfwXT_mgX*JpjnXm}TLhdOLs|1_ET
z)RbBQ+SNYM);=-U-aXXbJ<;CX-QGR*vzyA%#oNWj>0y$Slhd;(7w{3?gdpJe26U7K
zse@<vF)WDjj>4y#iwF)96mo>5pa6c>_G}BS2AFqM3ktB9R&aaUC}m_bS*$CPxUjXe
zmW+@3kOcwmXvdJBq;e7)_MEIx75EXZ6&4^rJC+VO>H_}Sf3FWy_;xPeaB<H@_H>AY
z{RZmht9b#fJqlr>?<XIn+Y828NtpZs0^r!Xr<aP+zVqG%c*l|@MSo`tX!<g;oA~P^
zGdLJ7z2YlvUsj3=#_Or7w93+`Z9A)dR#*EBX7sd8{IcvT%?uKX7bNS~ChLci-PNZC
z!=VXCvIHOyfQ%Z$k&25MX;rniZ~L*xW{IwUg^fXj+Ycyf7nk+k{b21D4A5^?#YP@T
zKiDUgy#InRTJrhl!*^l=FVF$t_7G7OB$V9YaTSH5R_FK(v!mmqC?{{nWJixj-mb3R
zk6fEHQLL)=AP2x~;MzSxj&pT@gF%eZA0-Fc0rDF_PVi9z+lg7c@K?Vu?IiB}B!FY4
z#_{RsbM^<1E`@<Xj7xV2i=S<<)Xl+}W<!||yl$L&KJc@P5W+XVt(yH&w`_*ZG#DsM
zFF1z1Dqbi5;Jj(P3GGz7fL#4OA-}uQpGUI$)nf1`MQ*u<n?oDrM8wtarpieangy4P
z{(>9Q**)ix2Ul;m-2L&u-S9woO@(MORc;sIv>8}bH*;<#c2kym>egQ$cIq;_S*i5A
zFslXzyHBB6rM1q>cP|h<nE{P9Wxwevdr<c0_L1|yK4aWzJgw?M?aoO;3vrL}QFHq4
z=UQp}W)k@Y(%zKR2OYvd=cjLEC879?^b&Gaz#3a&pgY6L^@tFYLkVKKc^-Eg%K>E3
zb#f=_G#u2NK}6W9wa(D&3DklT5te^Y*=*%8Bq?aOEp}qXh~i8OCIk+uT=K*clL&1C
zG{E)9{*rm6A1ChhD{d$yZX1_mMtt=os3I||rJ-Mc<L}!z-?lh`dD7@jg!i8rtEK-H
zaNX8#LuF$zmTr$4Y4IIS@6Ahyi@w2kZqoL1t1rA_?PmPp-!BE)I_3>qc@`#o%TR_T
zclLb*!F}C2{c`UC*TrhT8}V$-1oQM?rubgOenQxO#NqLGJN(5m2ERufNdb_wwPO_K
zBCCaPzK^*)o+skthEZ3)-eRuCfP}PE3RGi~fL-Io%=EBr=+)6?*06yhO6g=~rS;ax
zG4_hAB5vKMjFz)G+;JX1YU>8`emmU~=x8y#Fj2cadku2`bI`=ix`_;LisO8--H&Pi
z%(J}9MCWbFw>*vh-TqW3V}APUQ>bu%Lk9mFm!Gs&4xZ17tb`wl^ps^ePprK+TPKOY
z9zohsd|PJd&W}HxjOoCSa3$TM@ESR&D%zuJ*|TcNUQE*^v|3*DUMBs6JVxOc)FR3B
z%+bEbkx%{ce<W792VtY+|CPidsr?a_5(gj;L{$tF)w+@(jnaHx?nb`=kx8!mJ^|P}
zNH|IDQo3=xhq`}Nz>zzcgVX4&_Nv8MwDUQ@PH8JcW$$r+uw1bKF=!V&zm;ux5hvlU
z!_>w>rGFlU=!U7EM;YQq6cB?g_T1-a@C5?w)yWkPoqPgfUVuox$mw?h`q;y#$B`>%
zD%9Xcp=aD{Qq=i)QvGJQpc?+yqDp3Jo7rfAnPkDiMA1<^+Nz{NF#hJ@Kc>semH5eT
zq{<RR9#o<QE59nQ1ihNs$5fvu?ff$-Su=t<k9zKY8rCoAi;r~RajC==r>Z^_Ea%Ix
zxZal@N6kpb0}K@dSfGv8Pm}rgvpb(d)wP{ewf*l|TI+_m-FG&0l|GB}mRmq9wV`&H
zf9&@r%!}*Dnq~)>zWQmGCWF-K5bri!`l#EhXGW^mEF0C2SlhmP61irB#ng`=e^dBE
zlQ8Hr(sf<6KbaKdRFvF3*Oc%^ptHsB;tYUhy9p1Ijr!A(dr!(bFOCYa@(mcZ5MK*O
zl$eJd<R7EXdq42$kUe=uw$#b66dmE)?(2(}lr%oVhH}xacXIV5<0xq%UkhoSHF-``
zn42L3YJO0Wy?t$(sh4o5EyQ~HiraeWs!b7{PgZb8ljInAvPvceD^M;im=om|92DFU
zU^I7vGEAzeNi-=>eirNbDl_tKYW|(>$^)SQ3+kD1knD*OwbD%u67KBVxSa-jBX~rT
zL*sj>ihofFe_so~aK2D`3%5<lA*@+AHTWA=W1t0jiIC;u=lJKC{C)iQwR<be_gBc+
zD<JC8EGo!+DNr+Yp?chapYpq0NP$|0V#9N-@`bTqAbEKFbvg!ppwmOQGRDye!o|a8
zGFhu{@JI8(twy!{9h09q88UXh71p^fbeGfYJt;2x9JBL=JY?DZW!a5b)3idLrEE^u
z|GokyN#k<9Wea`e%hbI$F!F1F#%$JhM0!SHeC+GjuRj0wPG|fha?*6E8r<CWo2H-4
zX$?QNN_DY%$$wSeZ1OhH{8bnoWBf#+=Pv*6>AR1E;@@rxw#1k!P8%QExUC+)F%u6k
zZ<;i_M%8(9Hq8QP7wvn8ylXiu#k~)Xy+5CR6OJ%eflot5A}4jKkoi2_bCs8tjAR<|
zmyjEKh&=UVy<XC3hpjn>mAyqBa#@P*C?Q`j1$E7E3M;sg^0I8k@Z?vDuVKosXD`oZ
z9u!miI-=Co!eh|AiM%M3+*Lx?a*Ivw<?7EFaVUU4U7jD|hYbdaC*v~~AJ&=`Z(nu^
zi996zL;El5!@ej&ZP#IQ<HKDoWh=#_!`_b88_|X=w7fTHXWyVsHfP!l3wF8&nhle8
z&n-0~>YFfI@1CY3b~rH@SSljO>8L~DJH`B*+`+^U;ZEJZ=E~CbnvZ)H&+rHIoyz&=
z*delFC8M>d0gsJLo9(i1R1~Ui{DN?aXc^P^`ac%Ip8147ZLw|;b`=~6anbcHIE?|F
zRR5FGfzDmoW(TWzo0S$u>LTSK7X0hMW?9oz)KrJQgkbAC)->f?lTh!pCXz#HsYkTq
zCJe38!!#4~9A8=_k>BQEePC8Pv#iz_cb2FFpR$@08*0A-v+&9$j&8d>z;$C1NPZRP
zVTvrl$8jB!rxB6Ii2Kw-=&OWU`U6DSKT`%G>D{oNW5o4xTImN|DGyjv^4Q(wl}4%+
zk+vM}_gTH<CC3#}Gk)Pk%afM>77qzem!lY>l*rzcdS9!d_tnvP<ZAAxs%mQKT!Be>
z@uB>C!i_T+Z3@wT*Z$g3RLq;0Z%N;BYS@4uF~z0DHKI14?$510Z+;KaR#e{bZKX9h
zT~Muu+q~hh;n=n1*vZW&kdN1rG`0O2y><^NNDYcaLL=rL&2bIoi7nV*y&XLGBT1Zi
zlMBjH=a`jBFqNA>E?BlX5oMBuA9%<`s8qMwA6m~9l;Q*?<;|tN+tqwyZCCohLEMV%
zmoQZ=9nSgk&;^)wM1C4i#0kRG^Pb}PgL#ZmAQ#tf^EbO{y)aYC#1DNKG|}O92B-jv
znOwLPMFn;-Z~cxwcX)JnBsZw1@xd8oM-RFAiH^Yz56VG@nSjj{H~8-S)~{b~H7Bg^
z#^XQY7`X}`x%v%L%fpZHX{$XyS9_|8dw!;;x=<T0#Y`T>bUyDI|5QA%Wg=Jeftvrr
zUA_-pX(pL9cYpn&zMbh`v$Q#t){)kJm4=^9%k@tC;;Yl`<9**w|DKzf>fI+^Pais)
z8M{A>FnaLPPV<wSYNNk;v@JR%Ca$ivEy-!u*^7b@)x@oiKJfng#PUG(HSaPVflM8Z
z1r^-2f^(!GL;~f^Ls<#vUoBXA)>;Y<1+`?Q_8@6T1-8mJNq@?UI!TyF7u9%>tr+Ze
z$f9ec;0Yp{Qs#Z{Df2@EnVd2oW(s+EA)E>ivJ*GQbOeoWD6uy}7Wq0zk@HAaX=ti@
z^8BRW`-tW3ut<T=34BoE&V`SrVgm%!gZMR1`856(tHX-AXk9v!oCOlyZs@NHJRZI~
zoAb8zGn|J}>NLxlQ>0&+Z%FQ5Uf359J}&alR^j<8`cL3)zbICG+}FWOmiwQ?Yk<3?
z<og6Uzr^*&C(<g{sN(}#KQXIifVe+LlCE_ezcW1|d)Z{v1N$9XlyOWl)sb0tar4bz
z%Tv%woD9=>fl8yPMFaFyLx1$yr}pzcyxgZ9@>E1JlN*=NkgR1!bGbxdFli4==lM!p
zuU8BnE(aESsvGk7o_nyW_6^f!WG@Vfl8(JpJ*1|=Ko3fe?C1za8<hM)oal%i^7FP|
zV*P()7*-+o&fDjtx`ufEOz^aI^9)TXcK31AK&b8>3*PllK}g_L%p$N!q$>~!#978^
z>)&->m9T?l-|#0KJ>f{BBQgsC)E84^#t|7rkG<mh%2brpmWpyLAF96HNC=po1XB#I
zRV1nipbl&-NiJY1=h!1MS7jf`>FA$aG_t3D$n(xVtY_IU-R9SGa9%T|#oMk?x5~ds
z`X@<N7v0?y-I^5LvDku2QhP9OqJy+DnJbt=rH6!Em5sDbYOzAEUPR_a7jw2xw16-j
zoR7Rckypax448xp$G&2*p+f`LFEgSr>>)qn!SbTxK{z2e=$5|-&f%d8DHS;IAb~l$
z^jbY_t)PnF0EC^L-P6<a?oGveGG8n1+zy84$WadDK6yXnl}deg!;#O&><ng2-n@YF
zq6a@_jDBcLh>~!Kg5u*C-wP&j>$$~CoZ`6qT;u(+3vFTrvxEj*sQhy99Dxs#<?p=i
z<z@yer1uUvXXisz+=_o%spBLJ@=3pd<?U7NyT(#wnW%Ym2jlM{RgG~HGy>p{Y!vjM
zahj`NG*{4Ok62}o*v?3alY6&LGL{Qm<Hf-G^O^4xsK9E|xB_o+EpF9GiCPd9U3*$(
zSL8P~35$6z0}-ed6<8P!eeto2-)H=`(B#&Fsvr{-&K*z8Z~Hl7|InkNTF{vX+^J$D
z1kV7Gsy&TV#UWMTC1^Mi*PNp=&j(?IexiyM0jZX8l=Q(y1dhmPexD*1-Y?(YQ+Ti+
z<n)W{r&cZI1Yr)Pd0}Jm;_VU9kcg{?cm|Z0|E?3OLslRhR-Y8#D+#IhwEk=0lg3w}
zNv!|!;qhNDm-51?AC*Ue7NXtr_(feJZmZe&q_p1#x<hfVar>|N$392Y;`_7ge^qmC
z>J1gEoJ!kY3^QY%oS8Wj$b_uXvyDW?j=#!wT^Cj#NN*aAzK*?f`S~Co4|!tPAR>(}
zUe-HgGd_p8E4wR!6QjeP-0o2zCoc9f#{ar}uC>EP_^^ulGDX?5!d4aP%imE;I!`NM
zHgOv<G0Kg`weBv)ox`Mcxk!|NP?z+3<VfP;4Jo4tqYD_49&bmMiN~sS9etLLKL?&v
z3qDI)M2Dy6r0Vfn>nOqITF;y4n;Zp!;#pUi9aPC)?%Rr_%hP?6?hT!*xEp6h64V-m
zuV*1dQj7@e_50HAUtV{jPWqNfNeAD0{i_XQk0n;<B$Rz+IzmW)%N1R7y)dX1AnX-R
zqF?X0XFZpme;IkO*w@*lFL&dj^LMaxi{!1)e|TK^Tf2+?@4pGl%PcLIOK<igo~(bL
zk2syZgCcI%wGg)7VlIET;1^MZb3@{`9r37~NO(*<Y$5K>6IX|c7a!)YR_j{Mj?0_R
zPTl@tju+m&osZaVvlgFyve~V0XQ(CO;rZ&<<6&`q6y|8dpE~ZXf-f`&bv84DTVFe!
zm#y7iBJ_?a#AVf96VW>vN(|uI^87RXr=qFGwXxE%s35%Lfug0IvPdb%!!kDSkDT70
z**(h<-k%YkpCQBoyL)pcRx|u!JA%EQHwPXK4X3Q32NRsfxqfn=lE#<oljRdMY`i_Z
z^gZ+fbprzZOapaI^>t0XJs2}OO75!hJv@-8l9y`~mMr2C)8=3>y1r^bziG{}XUn>k
z!?N>|VIg;OJ$upn?b^f7TPQRbT#Uw&r|wZ6MUeq9f@QTxMf;<ucjQ&=m<mI36%Y^7
zrXW6c0Hf_&rR!T|;9nKH#FAr#Zy)4_wIh({q)vz#-SC;aPgA8(!Idpq<QK3xZK!GU
zfe`FSIO+g`35H?>k4Vqkibq~kVSFMtD6nY=KPB$1Hf|O?gvp+!55{$BwScO};q6~<
zQW40C&{!a+S#rluiNpSpi{*KHolGZUH4d7BP$d!6x8~$B;@YyNU$I))2O_i6me+Ha
z_tV&;32LPA*NmHsB}rEgRWhFy+!k64d}yrgq3*3~=@M>lmGM|7+s(Mb+5zk7n{WNF
z;=63;SE+&T*Ljd=T>Qc3gp<c;a-MuSnF@ZH3MJ)`Ork{UwMF20(Yf1`H2ntAQZ8|5
zuX98v8I39$Hggjlk0hpG8VVM^RBtF!V(Q25g??ibOpiJu%V@|)Q%9b`j0ToG{J*th
z>gQ}KnOA?mk~m+~<>f~)+9DsqGERMJ<%xP`bDMoLCQSCq_6r@oKTjCC9%i4SAHu#-
zE+}#gCM)GK`3v5<Fw#6}ODrK{Grqi4c<PGXMN`63j<G`>L*pZyLfj=v=y5U+7{RGB
z0`4n8zpKQtdYf^RyZ{oFnny;LcSXmAwu}BQbwK))%P7o8bC-Lhk`wCVPVM8av15%V
z{qBmHcE!9Fz<7Rq>k?J2(ey&&P2H2y4^~NW4{N?Z%w)GWUw!mo*THIA!wOFOlVtrp
z`u9uwe-rTGQ;E0#wTX=0zJxy($|Nq_I7SF7?dF3iR)L8fBx}I`v=(FFN}l|lJlQqI
z0I7<lbFkg=;1v*p=cDt<N!4KAb%VcC1yAd?4!-Z>{CHaN@o)7<UaIKvA1Vbvb*mwO
z{M%`C{oj}dSacYzMo5zSlNTD72Avml<UAoPnV?j<Z>XC`_76@*3+r>LqW?VaWH1v-
zsM-9m{dMT}+5@k?mYI7YOd|0UY1`h#ccye7*JjRoFrcO%5NyJ_s5$?G<(kH=uKX+p
zZ`#(B2StI5iJFLFbamsMpQi-(9}pvIr^3s3y>rthPlFkmJIfZovqB{O9?x%FT{-=O
zCC{V4JsR;HCjX2hvKxb;+4W&5B-fnje?$qXSivn7oYtc@Z9mt;oLr&yTKUjQh(`Rk
zCOdmEu<0N+lr1iz!RKV1dJJVJOE^yN8OC-kqihukzm^Wgvyw5D(#PjN2cn8MFYk_}
z?D_;BZhW}$0=tWy>S!-exIsH7fL<QLx4l@0A^joBIkUvx!>0(t{j2OASTOB=V^S|{
zT6yZu-_f~V*gu2t3b&o6S>F9U)ngSQ)Xv6Jr?BB|BuX!+S!#~<s3SoN;BTiozLF)S
zocnx6Jf$d<9#>&)ui4x3wEboA{S%2h!?}vz=N8(PxOHrSraPAUkY+rw^_lU@d>&*x
z9%;eZ8kA46USJKf*~X=@{WY>%W^UZ`89U}36i=*GL`@ydXfr4lg*>XK<Z3sOAjDL@
zWWo7zG)qu8*}u{p;eK>-7ad)%>&Gn?h>l4<0+2k524R(?`YG$DH7`c&p4K3EkQIb3
zjRQnO|4{JDTyJsZG4l`#USvFRq^6eW<Bbk|Vif9Iv57Z2{!_3vrY8C!);ddT>Sgy-
zR<{C+K-hZiwE-`LT;tP#9~%qqc5cD`YHFF5HYw?^U()bP6sm#L@QvY0HX|B76@gXc
zoIq*1eV}`0e9F{Wh(3opW(`yj(=+~ae5P-py>EuTLb|SsPwl4v&3b7svaHzBU9Zwz
zQg+WUPwm8t>aUemUu&xB>VkZ#eL-~XU2{z8&^vn3=!IXoUT=0vcS;um&s^aIG*ipS
zpD*7v{I@m#>ia}gCmRwD{#4#m>l&*>Y}+XYSYLgTsQVCcHlH3=k;i_Z7LNUJipaR3
zjJkkfULQb=kbnR}8z2opY^v<bNYhjyxKXQPU=6iKE!neYmd93BgsAY?BbLHk$gjnJ
zM~Le1brOBh1x)#?6tOMLl`MY=g+A+8%l{_Y<}Y7xd_hO8X?#Q9k@*{(kW%6Nve7xS
z!7HnIC*uiKJ7UKFWs_f4_!0BfF$)<rvl<mk$8%=h=PbN;nctx!1eNH_<PoBIFBslx
zf3np6Y%}ob!BDA^8K0b)fSeh(RoP3CU*jU$pVs(R#{!Gvwx6H=X4xqlo__FF$@s0@
zy{tKLoxM*wUZsiNa4oZ}=u9Rs%gUKs@e_XjdQFWf2)T9W1@z5~oXn7jKSYh&7zqyY
zynt0fp<lvP7Ob~Grc5*<(WGlpF|=C0Fi0ve1P?Jq(oABbY;Zo3-R!$cla`>4xHx_Z
z5EyiTXxAf8U5m85OPbNDU3DvN1|^6~U8T6;&IfA$QQA5DPNem-B6MgU2?BW?v^H!k
z#7>TM*GmXSk7l5;vQR!6cT#%O{BB@W%`2nq_htsx;jANE2-<+oC=lJ~H7a!}VR+QT
z$_}<eCo4(@Ih|=gliKy-oq;%L%*j*!97sHogbw~g_{ddQh*%J!a<9tLB9@@$B*%9P
ztxOhAwSfwdu?MTaVC=KZ2T6|jrQbtpGtmf!;1bb)s520)$@Qc2eof`idSHILxNI2J
zIjOK6y1A3>A^G@}Wtq5j1{QDBXk;5wSY=-Z0-me|JLG&QEZ(PDaM{QB0@ps?L@xCG
z$T*^PC2r=dcc-3G@HKQ12j|XamdmE6U4%6~<F-9)<E-SvbGI8_-<yVSnE(?3*f%JT
z)c89^+w~#JeFt%hC8m*!uppx%sj)xI?TC^U2oEaz#-CR=CbNIs7rKfQyvc)t6S><t
z`W|FE{-M^6AURh-_rmZbTrZ>$;omq~<N5{c2dP0lu$!q`Xd^<DLfmef!#iSYq&$mA
zVyF@FW(crzR@|na<hT=k7dTfQ9YFdp3%!nrL>)60X@o3xAbezfk~EZq{b_Qs@(;bY
zqT^~r+=t<{t=A<zFwO1@P0b6<Sc-U3G#>JlRsS5;y@4|7;YB)Afi=-z4iK_D3{NP5
zHPd!y`CzafWFkh1$;U(XrU+zxFhw2|mWT$_&oeAMJLj1;CCv!}35pbK-9VKH!qsE2
zk}~E#B3=)@A2~RAJi00MmF1QEfj;Lqo*T72Is5@K^!2RJnUgav`SAVHa3-P(_8i9E
zih=jxA@2pFxbOAB^u`op1z!jaI8kA30wcr(;d-XXc=EO(M>u)pqcjRC@HIxLIX(K0
zF@NeK5SEVnE7HAt)I$@{Ly?T}Mz?v9(eN*>jOtL+TU183jx25+snI+mcUUQn4e32B
zVhbIinQ;#l3$VRGAqbbJjn|7dN{Xr|c-$omO(S>c1(Q1_#9T1@3s9(JOUXRXj!*e!
z+&aE=Yn3Xxf!V?~A<CVeTy-q^Sp`X;{sct^La$m{PlkRZ(y|n76eF=h)%lze`UDKV
zfKic0j%TLagnwRz#4?kOstb}kW)jh}zF*``a~8CSi<IA=5tY-G3bT$!f6uLE&9oRA
zo^(7NdvX0ZfOBd5+Ni9JQ{MLA^CLt_1lR@9;Aid`f2~N(<_|-|1L7IO1+0(ds@(4F
zO3lP6Vnqo4Tr6y7GV?fo1>#|bT4es-y<T{6`uj4G@Z$`2loueZi9Pvr(*&6}jzN=0
zQfkcB2ohD^qrV`)xbH3tKz+$Wui?68+m}>g{=u7tezA0f55LpL)EYcQV0?@;qKe){
z8XQr@2U?1|gbBBkR6^tDNX}u`Z(cz-jxnj{B($-55tdDODHc@$l>NL&{?N$9D8@)X
zETsPG9r2(#n9pJK8Vx32uZSsPDqRpxgk8X10W!Gg^JCCCj`qLGjf9NkCi}04?6)^w
zOFx{lW~B&apZt=<Q&9V+8294VovC>#g{g1Cv*qt(Jw9<Shm@ZkoxZntK|3SYbm?}-
zm3Ve>j%m5t3I6xsYVX57=HIqq%jGN!=4x3Sm_uqu{ENU)7mE>g-xAJ%Am|@J8Uc!U
z+=3soBOJa)5edKN3D^4{;P;LdTJUFYhUcHIrdvF2BJQl-DbI`e+uoaHFx*@rebv4+
zx^BqzBx3R4cmu@|5)?FFn$u)K>#gwBKg6NY?NO0`XvMD4<FUD+3(nHp>H3-Pt}Ug8
z9{Q-A`#7z-`wv=vc5W<v)Y!y@k4vq+NM-IdatgF7t^ZzF|Mg3LlWbiv^6sm2^S3!P
zQ)>DiHu}0=HEG#fE7_k`Ha@MC^cD5=bwX7`TpUBp?u7*21Jit_?+~U}?exW^+&ALb
zv}WD2g>O+_ojqyW`=(O%hg8gpV8GT)ySaf9JO*x1kTiu6vcwdk9f747uf;C0@Dban
zc#uFqWZ_q)MACKA8^;w{`fDBuL|R$v5AxO@<fe-l&Ph8E=KU}(7atXxgMUau6w4vP
zD58YslrD-0Uoc);H(%M-9RU8OPwWT<dJmNk;yy+wav!Vc(EfL_wbxpK93Vy_v2m;f
zl9*eH90}nz{bWrZ=m;q9k(#r%nyLHKfD%5bdI6pao`G^29wbPK3WUb_3`RMmC|tlC
z9%#@hR|woK#J5Jme~_CAM4PIvsf8Oo@j~kq89Ky=MWlE}VDC1!_#0zAb>OS0GgB>K
zw=C!TS+3kyE;-dA)ZHQ{lP{`Va!a!4hMX5t)K8Y|7{N&B7;3DaC8xZ6o<^Jbo<r17
z;X#g^-5Y&;oZ>g45lxpk*AW684F{HY2BI^o$R+D_AKDAs&iq^Gl~JIPO87M}rI1nV
zk(v@8iqT<BO`p^q=Jxs6bRcer-*>{%s#{g(BHUQ`73|5gG4(LnG`6TAwa{@~b<fpD
zx=WMxfA6DrbttFbT(7;!6b%`8lAjyrt@FG(j%ljHK6)Kp{{vkghRF`I%eH<jctTKP
zgR<n`WPJk}=ZefF$vKBFVArC6n@qPljv4jc74=;JH7$Vh{8(=GuH2>R#gjL6Ih|wG
z-D;-00$&1{OzRK&-;l>ARJ8x9?wc*_W~f4Xv4?YBzk2fuWb-;|W?Hprsw2GMOv67O
z_-JRg@iv|oS*@)HagJ^YJdVmM3h_rfq+{Wbuc}(C56yT?kgZu2apUp2tn}vv?Sr-L
zzbJgamIZt*^Q$X6tVj)+nt1Z(cF6SIr<|{za#~;IPLbs*kl8jw*@UUhT&Uon=|b>j
z$>wxl!ZbZ7m@j50@^&tB^BvwLw86?^WVRE(@2#b?Z_hhpwlZ9FF4#<weqy@EVt1Hq
z9*Q+i+zV(bKGVG0d#kj#?tXusCj)B!0YO!(D*@0af#yv!R#zStyPmUYcS5)4cOHj_
z<!{awy!;nCJ%@NmwEvQB30JDS5w`EOeHn7udP9K%H7j?vSyu2p?0+0xby!pH-)0Qh
zq&6f)VAK~7X_1DF5L7_ATe<|1l5UXh2I=mS?gk0z?(S~(?)UDx_Rn^<bFTBpbDsNi
zSAc>y9~yS|tgr6|1Yedq67xH_!O3=gx#O$}w264F9VAXzfY2xT9~ucJ6O7DemN(Sr
zYq@yFtvKj7)A>z6uztZ$M3bT0oA3kFnhbxOxXXs8!LKI>C)(B8J1-M(CiGZjJX>uK
zt7H18QiU90(wY=c_G|r&IDsNqQviNj*XMSriwAge%y-vsD@SwgPF@=i$HRv$?^<?7
z#+RJJ4;$UVTY(WlkEb;K5Z7K&59i;}FvqWlT?>K_E6Z~?)8We~vZlGR^q{tIM2%5E
zm&(TV#h@-OFC30>4ormL{Xw|y0{5wx*G$;&aU%n5DN{lGr>7=1tjev<jv3DlG?B1K
zQ_z78-lW1aaFzhI#ZuO>2xKOs7Rx}QZToiqMEq|n#d}Zw?ONQ?@3O&w8>UNP>2BV9
z)N{r&=;KAhHT^lv^Jmr5RAIPUzJT5WmVI+$=|)`Pbpqq+-1d$X;<wkGK3Y#L)g^aO
zj)Hqj`L?9zQJDAqLA(CnTEJ)Tg8JFF7qAfrqTiUv%u;BPe&i$QZ0h*4TmEVMC(iKK
zPk1vAs69eG*Q~vH!Cj~AP{Z1EHC?Hx<icpEQ)>FIfbdjxjk~_V&go%UWwv0SlPqoo
z#Qvu4Q|^0W;txN6?!9?asW6_&jN%N!vhn=jh;!fmd1bRV=oj8L*n91^4vCB$gy6pz
zwC^$t-%xW9zmTA9#dQWJ{CYu>M~ia{k7{33Hv7g<QvuZwYxb>83JYr}E%i@J%S9cu
z?b|RW)=zw<E<^|<1X7AG{cY6ZwXm6<&C11>`i~q1MIstZXq!CFR}zt4%$+x))=S+1
zSJ4#8y~w9WP{U(;_eBWoDG>GqB3EJ~E}0}&p7Lk3D91I5bOjfiw1%%`lq6S%Q+huG
zRi{r=rsUO0ispT@SgYA>10vFh*-~hc9X9x;WhI_~`L0VW8=ujdfRoUGmC!uoS(x`O
z+zOAThn<!*G@Ep;GNk$TgTi_=rphDjQ|u20qBg#xDEGm)rgOYbb8s7e4p06Zef|<#
z{w!PmD(5#vw?@imzjmV=W~=5f&b00B++4QA9Ipl*lXG7VC^i@s7JVyJwNq4d&1!Y2
zYh71wxwUm4cn-)~!oyrR_`!HkC3V0BvQTm@idlHOo@>lm+e5H*Cy!3Y!T6W)zYbQ0
zK^pqm!3DM5!;V@90}Vd%U<zDJuQZVr$w158zjd?(P*nj6^qJ43sO_z4qZ@xLCg2Tp
z6>dv>2bsQ~#lf8=uK)-F30;ANAaOz|I>I2Yc4jhlbl;P|gtw>u&*%n`@=y!rAPzza
zE%4V;i5GR-1Nf@uw);E#kw<H>J6npYc=>kJHR7`31y;LS#QPB{9JIds+2Z71#a<hB
zQG><&$MX18#FE!lU%viF^qM6M?^`gQc{q;wFPvPnFdXYJ9Ltax4b-rk{=+qc)Kz{j
zZmu|n#G|w0Iz2Nq5<Lo?0P32VD)B}VK|!)ZQQDtUHVnt_z=5`*5i{*)U`WmtN}eU<
z1z)hLkS<uT{gEzn6nhaG@LD*G*Cm(tKKa`<?-GTXhe^fOwERJJm-T2^4IBqooED=W
z!g@*+1<RPn9E2nY9<VumWCK7S#&mJSP#>_WsNaccdIbByQ%f-K0G%-G?YHNqLl^QM
zOn*hN;@E?^!in-=EHVpfk&UQuM^oK@b<N$@4KHH&zeCA_&c!7sZC&V9TT$yj2d-xj
z&bN>kR=>^@0>rm)R_>v{=k?3?5s(5mg|!`qYX{b=09;8X@fTN2loyMr`93MvUB|e<
zR0ng<$jfLL)14^EGg=Zvl>|Yb2#Mb&h&NdyF<INrGcciL@_NalNDn`)T*WjJk>3Ue
z9+i6aL(XSGDoF2*PmiDvx4>HnT0I{0WcBN?9cKUyIz&f<LlIvF&6r(z7{vS0194ks
zm0tY945A(V*#5)hEEOEyD+Dqu*zc_6^>HSwWA%F7@GDH@YpKoG!cm?XQ}J70#2a{G
z#gztwOD~JCp`marY|L|v@!Z!ts+9)q3x<$yBp7@OlR=|Hk8S5LQBdKSwIbws<K3~A
zV!KHI6;g_Y>G$(u#sP{o<m1@e-4I4`?3)7+?J_jfYzOHjj^8d-kEYtu4%C_;eg-l@
zd8VOPXpKNV=sDcX@D}LYL81yxV&JMKNS?=*xOR&Is%`d@2vlN>^sd5Bb$%gNbN}AV
z(VnibfamGKQ!gdVu(RI#eV6e5s7jh!6vCC5#gfOAVxHW^{TCAnK+Q3#h`?CvfgOJ(
z`R44ukff!3GR^lz7k&3BHzj9GHhS-n$jh6akcm>vM08ADo{~=TFPJ6hBd!lxXx9q^
zi(W)Q^7o)*&Mh%{TEAc%gUw<|gG2Fm=XtMO#xIx5UB21tkT&A44kJ=`=e_837DVw$
z`ZEk2aAo}Tzg3!i)xni62ohZ}8bJ(`b^GgE5pnTgGbO&h3nGcg?1}3#Ff;JRb&x&A
zk}V5hkW<1^6Zg%|?3kWyU#{rDkXJLMkumfd;HD+xO2U!}5b@3I)8FOV6~JxeF?gHS
z>R*xc1;j(Z^KTCf)VI>~wxSPB=rFP};xca6G0rLN@k_@U_Cdr>`>}|8y>jm>a<@J2
z@-Wur<z#Db8l#Q;kQKky<_0eR*rQi6RT<7mT}+}#6;9)t0zX~Lo{rupchz>C`l`?G
za4!&<^Sx;KeqKB}KErJ$;s}=DnJl-|gX|x^$WK`?G{H<eId8pH;dL)pq>kMN?!CyR
zDoe(KiOhROw#Bc1Kz_r!grWVbY_%&GejDiz7n;*@UJUs273guf;5KY}>8?iZk#U}W
zkdNZwMf5%@=%YojI8=^QV<#D@1kNY(;ty>Fs{8`neu^RrVmybfGUyHdZ!ohBXHr)Q
zGn?vCfn}`+oaLJ{T{Du~&#w^2JrOSxKG{Rp0K=f*|6w{=^sPXt2M80KL(NCgZ{3H=
zEe{!U0n5n2G_Xc`2fJr%f=WEk;A}{5x47NcW^d&^)m^<f<;+Cn^)?xAEgqe=;8yac
z1r_@O3q=ca%HJeo0_znEi{v<CQ3$WiMNSJ0v=}Qnd)K&aQ@sE2wp^v}OEIkIaBLOL
z>Iy&XO;Za2yNi;1+g>7H4m!r9yjhVYKvPCmpHAG6(6Gxy!ky6fMc}xm{N<OlIt|~v
z>R;b7{u;eD3*t+$mJnFJW*8UQo{JiJ{|X>%{M~gP`-?13tF6_puaY3VP2>Vno_d!L
z`S!f?q}KLuj$)%6P;8XY?J-2}>1qM>mecb^p0*(`n>?ScZ;+Qqyq@<He>|VBA;{Z@
z@;21>ZFh4|EAEaD2Xf0#dk^JHu1|9j>22pDS3k;i`0mc<8c5|RJq`9|L!_njw1w``
znV{XC^$u<)VTMiYhbdly>JfM~RL9l=V@nnJI#t=ZE{d9*Sm)w8uTVq<x?xG7OO^`P
zlrDT~oMUdB18@f^b%266)%E7ol%{nQCN+{*RAZN76YvKh&|9>5abrbgV_IkYqKpgq
zC^FqBs45jqlL}HKUctvxFBA^N@kY^%hy-`h0yW(VsV^B?b#2mhzop}U|A_ys6ko2C
zS8f;(As+AtwI&vJ+qPd~ky=vtETD1uzDA9VxR8Jvkk9*i=qXEV3)+P@`Ufx>@EC(=
z+_v)5kIGL@m4CfbJ}+hvVa67txdNgoGSdA87qON1Pc*hq-t^MkL-gtT9|QGSJZSJQ
z>DM6NA|ErjVF(WdYK4>cIQ1$36*vNDF@$p3IhAjH6+KWxAXEUeS8z=QeRz-jBW-^^
z4@(7`P=UzHnE(9>NyD7Oz*WE{guo?$cIbW(rMmOZ;I7{Rxf1y~cUrLEUN9hlI$-bw
zg4Qj#v*nydu50B@-wZ+jl>^JA(;GZHc1YAzTY)z?$X4%@pN&qAjd<*D?)f(U-ZoaY
zig(_qJ3s(=fVg76ypCBXo!Hu|R?%RzsFM3^mvAuV$;ZgrIOg{ZeBl|n14pEV<W;?m
zMWTr_`2o1&bfV*R<KuNRiNF=q;0ysKbC#xgb?oh~xPa)PtDc1YV75t;)bbIyTAEWG
z^No!0aZ+&V#MWGXw}!NFQb_I|PLKJ8{1GkO9BW_OsE^9KCh)Q!Xio5;*m=zmc>D=_
zDTb^{kki>zY-~irNJ??+y1U)_1<I)dh&g*E{O++)*=oosLZ_hH6_xJ0M&)ZT)&^;L
zEOVz}Yw2JU79Cj<{i5R?o(90De7-*78gtyG9szRCKLH+i;5k#HWj&<k*R|H@ZdN%W
zs(8!sSGwCT<*GFy6Xd)Gam5+`lJt(dS%0j?(k?23(q~^tfED6Weuf3Ar2VmOiE#IY
zO?KMS_;WOCi8m+v3g?O*;{m=oJhQFBCvW-0P^uCyCZ|6HO&W2HUPyi2U9)%__Q6`h
z?OAL)YyY2)8Ho0eLtnEHu?_RFO$%b%!2jT}O>?nbWTXdnq{Vh>#n@`a%)AE{P6wJ<
zh)LJE_bv<X?`C-)1ZwUD9WnTv3Ynp6RFUYM<Xf^tL0;As-(tkuS?AKI>e%0|>+4QN
zWzA;iW+3Q?)fj%4e9?+GN-Z1`n2G$6$$1jZjkHr*o65_w{QH4dGuWmscF}@W2Ss-&
z`=FnpEJ&8Z(K8S7-d<v4HjvupcZ>JOA0J$^DNiDt+&RXd){I7_lv@7$xmuZ9MxKRx
z%Q@jKF9<&BBl~@UbiXOdo(@-MO+kHdLGExi3_mdnvL+|}%VQ68ZZBWM{><;2r`;`d
zF*o5~mV~Rw3!=O!7Q$t0+Tblfi6Bs)lLr=UH)=d@dgI2~bTTyeq&GtKXmNe2_M<<c
z{c(*Q{CgDkZ1p_mdnbOg16fLeJCpiQZeM$bMtA9M-li{Ln_MrZ&$+w0+)%F0mI+EZ
zE%8@fjI2@qfmrv=f)p>-yIMA2$FCmrZ+0J=B$s{vr=4-UY-`Depxv#N9tqogJMf@n
z@fiqL>s!#n+Coz#%|O-MY*bUjz3#?B=7Gr&VKb48$1$J?8Z&^`W!w#|4{a0l(G~4z
z?QTsH?5RHC*?v!Yl=JLgGUC5!A-7bki|bZD4nqC<6c<Cbe+zX!-E=cg<Eo9g0Y|eo
z)GhM+x>>v+ptrL8)H{;S>vYvxTYOTwgkY~(nVox@zy1QH(M>k<l@Hnp$Q{Mi*T>ZO
z_@c%JZ+eNm$kU|Ycsp{lSD%#$s#X9F`gZ0&^6v-bf2IovZzh2SP5aiC&98yCTse}6
z;SWw%D&VT!;-+am&(b!)zMl50SY2|9M!rQigPf~JvxB>{Yn+%g(mDsd*=1M9nbpFj
zY{nZIsukf{8#}87c_hMBTH4w{ML|?lQq#i9-pb6j;5V-d5=AiecJ#jNgp~|a--+t8
z`33iDi-6d;Qcn3OL=vP{FB;s~0zujQ3=}*#`r^Jr+W-n4nGw^J(^(d(z@Cld(>tq7
zFFN!A0JC<Gvq_$vpSBV}tKaZ!E`Y*NINrN1bHt>?ty1I1P%mD}DmTfJUEI68IP0FD
zm0Wk;*wQ)p0|gsd`Cs_e9a8Vysmeq&l_=Vt)RuWKS5PXFQ>Ym{6V6{C<K~I^6_u>$
zqAFh_W-P5PsPuJ<doYGthFLx}^zr5nQmlG7(X6-Ss-W>=FzW4c#(LUw0&hAs(!1BF
zsMK2^?2~+8VnW-0yIn)_9_w$XeXWu{sRFy-KT^v}%cB$qhF7@1^fG0<(cq$3!FX~3
ziXQ3)qQe=#5j3#!#5HCdF-~3a54joicyq(w*M6aL#e7FOyPY(<Y&5$(CEu>z=4EW8
z_?rF+7~T)~`${5}BV3o`7ym$*@S9M$d3?QDT(eP1<6&a!VRYqTe8XW<?PglbW<oVl
zWD`Z|AByBQiu5)Ljd~&#d#=1&39A8Zw>hh5XP#0ww&HUM-77JLqXDjguf|JXt)ITS
zKMhC@yf8m1sd3TN{I1Tt%+9(rq28RGsb3^wQ^IDd9zCZQv#gS|$o$2O=~p2en0@HQ
zh}?~|++|RNBQ~V=?1J~l&9)#aM<Ok3I2G?hIF^{JFpATN*P4r$@Q!?dPz-ujOmAon
zK-KpEW}^B~Km3GE6dxlRVTz~1amk0KKs{S`@AZNi8c=}XdsUsLL7_%iCK$LgK<q4v
zfuWc25<nAL2NiYtnU!W7oGqJNt%ITxj=wadb75w6!=j(u27TS%ia*g<l=E<Xd`XN;
zBH@mUPRt3GCkL7<znmnij^1sTe8s0rPKe9hgTdPuP}A*$Nia`BI!^_gPJ%9{5sjz3
ze2*Xs8Xxxib=Y0FNFVCOq^^LzVfORb-gx<}$cH~juYgtH%^Qs(cHt>?M@dZ&{LlXj
zz_TcC_(#()t>M(t^z0(nb+z34+C7Z-K9?7ioGyx!bvKP_&|>|AmC1&s+-KIf%-AxG
zb1wcASJpU`mLWW;YgG=2SQpcJKa7`(oygix4CSm`lt;lvga@C34j%*uwc%LT{_Mf0
z82huH<4In0{`qlI_~(G2!CHq~f7oy8^DZ-!Veo(OoXp3u1d8bxGVC?TQKe|<I6yYa
zBa9mEcmL6+#nMOUEpTz@*Q5OQhUWT_Hb(v?HN3w3KlrQ`!$Rg`q?sWJWDOOme%HzJ
z?;i_#E$GK270Ynvu&nss4>TrO`bq|oAE8W}Anc&K_8rj<9OeseE?6@kLppdNq$_|X
zSHRhh|FiNIh^-HZnsQS>U(d2JWGp7~RU6e;=!Y^>sPSOV#Qk;HIt9C_;jj4r{lN)1
z^2UK)cpvny``qc<3|GEepCzxf#+5C>Q&+{1c8||(t;EbQwaV*zxmStd!jeuEl5N^K
zZJ4x6UJa!))S;u(5f|4H2MSB*!N%Wlh~c6T;E<R9Ik1z9lhzCAg^i)ysh_mk!H9z|
z&o87*T`$HXhjH#J)D57=^5TM_F13PsvxgnUfkC^}Ohhx#y=yuAguH{;F$QL2j7-9@
z{V=i8H4rqo(r=}~F4Uf@LhZ0Ath<iR&d$Zff0M(XjVxH9b6~$Zp-f@5-F6bbWN>PR
zauCgm%I}l1p_|EVSDUp5>uu1t^*}2kKg$<c+!&SQoz6jCv(%sGs6VUm{xwQA;gp?G
zr1opT6^Rtz*&1t@Lkj~M{o{LO|3x4zM$!~mXpi4XEiM4k0SgGeY6d5Ndij^0pvZ7c
z{fyhNg8FNR4~qFs{!T=r_?Ilh9!yNo$@lRuUnDfc1ou{HEcDSVK!h7;lbp_|GwNG*
z@CA(&-8T0Cjq8n1-jPJMeNZX>W$ATjX(B#A0QD>$<JBTy*;^H};>ow+qD#!eul(d^
zMf8ssd-HVf^&M_3Ej5c+M%jOhh|D+gAnx0Jav_Ea?~sBYWN0ye^^-XgS$sIt3?xj+
z{=LGo4-iSqlp4#OaM-oCMz4nw#iG2nScbB7Tx4E{Z<=#)=VWHPjnJ{*i2Wz%)3}j{
zYrJI3jO|_YrJ_o<vt>`yb|{&7*F*>}cKmEpe6YS<`}<*)!ZHz3K4pI_lSDDkjcGB0
z7%xdyl%F_)j5!q3c;+#?DFWu=c;(=r{<~@wUnBK)-lc1B=*03%wZ+Ja>kHUL1cde1
z{@j0TiR-L}AU4%ORngogw=h$K&vv7NBi{57ra&`r2~xCp8TZRoX!-j}yE^8OOm)qo
zvjQ~@%XB#|;k!X5wV@(4WfASGcvLk>7_IBZd3pMNiL!`&oOXhW@Sfb6?bV-jH`*#W
z`77VN`6B7_8tXyb44Hs@%5~)WJhjbFcY?1d4P`p6IALRhO8e`uts8uCpT@)eFm04<
z92VQMxtSa>>`DF7pTP*<j7#1Qt>B(i`L)!#5+7juC3Hoc1}=}?*9gP&fL5t6BlCos
zpJ9TMYj6bc3DiqiF&OI{?Wti(Ud5|!S*+?&KI5Y5`17+aDA1*#UOD%%xAbwkYu{bs
zDdc@83=v432^|b^z8x=LCfiK$wgX1~{k-LwWbqnpSL}lkiT7bXh-y9H^U*?K73tex
zy;Y_2ldBb!BycG(VG|S{^%km$qOLy(+m4>jhMg8NI$v&|-FT{=5e5Kc<pLfBrJt^a
zugK*!iU)_jPS$cYKYRk{zEEx;3rYwm;0#_P+yey{%M4<1!id~&n8f6xsa{3DE-%1o
zKArA=`SnW(g|^VXgW6-lJ_XgcuH$g>Urp<Qt@FV;H`(Myyw9is?m1;Q@PnOIp$kTV
zi?ierJg&|D?FwdtV!jJN-s1?Lp-Ud87Yi>BD`Q}CQkfBo1Q3Jswi)uaO&tEp?!WE_
z2)M@xxDR0^mys;l;`nAabu1cHXMbcLi%Os{Q%l~RP$d$cOBCi+bh_9b1MNWE94~Im
zb@?y;y3QcCCK8@6hW@lY^aQRvbuFEsvelhd9&w)nZQ7oX7gio0c-!uFR*>5$D)cXJ
z+tU%R9&#VjcDwJSxBT$81>)(xQ~J9NxxZs0bTc45BjUW>sipR%#pSqLIzOVVK6DL&
zb_<C_o}wxMO~X%`9F2B*fJ*Y$>$`}zW{@UL%Q{{)*-vj7$h!?4jI$9f&Lx>&wKd<5
zYrlK(EUra~+n0$U`QvXz4R-L?%c)pLH6q8@ZSTi1MU<0Z{~clG2<E1cGQDIhqhCT_
zV8}*S_xDWW?=;4h2wM#qd2<>4PxgpHT;xBd_Hw??KVTrNnYtcrkarWKe*3lwB_`Ym
zL}@VbNc_rw<V7e2{4s3I7rsXgL!hzezQdmFoh0-~nt?fTns5wa!l>==9xi?G4}`Ig
z9~?z2)Ia)TOE8?lI6%ZFKs(k;Kr!GL3!T7cbwl%TLvw!zix$I3BnT)pgf8#lg(AXG
z`{g6J5K1KS4?zSDb*E<948&EdV7EfU^^6>XH0aCU@+Ba8!k{bjr|kkiw?Z0s#{_8M
z%A!v={hr`6Q6$Z5HAg>?34D!#1WeNhLFt9NSb3r1G}zQc=u$p(Yw@pFQ;!Z3k2WGV
zHWH;C1EUeV-z!W%Fip3$za;DSEC`fVRCt!%g=5t8U^(`JZs`3x<BBsc3&w}d3bq<q
zdB2%@G_yQr(r*>;S?AFj;y(uNANI^I8h={eyML?>^WVw+K$`NI?R}iCDmCkeDF6`|
zo%{67XOGBuU2A5#ZIq>_-wFh!VnVoP3<pX_cjCOq+$laEQQelG?=t^BU05}|^)Iw1
z`ZA`ckP%yH8z<W2;$>d-MmP!!CPE6=9uTf*I{?4H+jh$DfCa-RZ);8uCC*l*%GQ|5
zRzgk@LeAxlarq8_%c-ywt#Cl+5~xf2L0tRZC(YG2)dd~UcZ}9oh8D=?8TiHX0U!S0
z2yb%KTi|)+XzhW0xZrl=r3!1W>*=eTTgdxGeO2}CvdZGLrsRSnp+04*{#TKXzY3cV
zHluC>oto9?n_9yJ`Pm<XLFfu=Up0@grZ`LJb$J{_9K$63hZFx|m`7?EW@w3Lyk$al
z6(*sJ#<im%Gy4ac+dEiBzr-589j+tToCW`|{_xY$1QVYm7F}WgD;~BVSt^K&s7XCU
zr(`e{AYEB)+z?{yUu>LPY#f)OQrhH@mM`m@z={$?-inoBGC{wjdF%VuUk22RVPn+O
zcEzF-9Pqx1!0ryu(f>F#n?_K_&bW^7n9R)D%}zv*;!ulfmQSlwj`{vM+98kaLEHV<
zKcHDU>@Fb}Q!NF%oR@UT>WxQU?dBX0Gg$0V%#|NY)Ly0SpU#7(&C<aWo(=BD6>=*N
z*ZQrrs5&Rfg%!#JXPXj2mY^HPMtI`koqo|xS7Ex~!h^`%l&8(;>Qjp^<Qh+S7XCQr
zL5l*u?zU)lG?K?hu!bg2vRma5#)m*SKZg$m#na{3Y<^%L9Dq-NAK~fZj9%|*bbhR$
zzkgg==-OZRpf5UX<;hXK(Q!uk`|shSmC4P{J6Dn4a}Owo8N10fU0>9w_Z+a@wE6)y
zeB1_aLM|V+Huc?j2vqOHBrTz2n2qmRE=D+C{i&?n7#XMh6M?p116%fZ7^_<V<$r@E
z-kTver5+gC-EQ?qcR@{3%Pa36pGPup9C2HlT98La?l#s3?v`4kS__RUsrxR5RTo#k
z!e@FH^j=xI{;b*h53GwamchqvtvsJt!EU=zi@O0efyoCt>Zd-4Dx#0{K8tVB?f}g`
zE-W7211JeqpvMb!5C`5i++KWJ{HiB>KP2sag6b{gYDUy!7X{2|;oJu2T_1;}4NIxv
z%>r|PLLxF506!$dRA#Mf=8scLW%kbBv=*DAV^7o3_9j=*$`bG8@^hxs4PI-t&FPUa
z(B^pG)!lT|a-pds3Jqu7KZ@b=fS0lBH?p6O^(Z+G?&q?b8SSIu#zn2~g-wrQrgL}U
z|9%`5AX3d)MP^i8GR560tJf9PwsOmgq?e{p>FaDa)4Ino+WX~A++()iE6zG2FFS1~
z{Kw;Q3`<EF=h?qFYNzfC{Auz0**Er!GJ9g7_a-!4=KAXT5BGaD6;<L*(wyA9UN0o{
z<@U+J$=>l6Di6Ty1jB)aC3D0d{E|Y#jcOLxDxPzwKgd|dg1x%`H|Nl7|7<_>Gf&Lw
zS9ftU1g5D5fvLM8P}tC2hmMSVzcTbnRvlG4E{?wdUbPGTNyLHG`+BePvKG(b&#tA-
zzoo3)mQTRVz`vUNt8j!0o9zA<K#w_r1HONU%kGB~d1~c|?tamx^&o{SXXmT4qh#Su
zxD`Fhw3hm%h^HWSy!MNj=cz`oXA2Sy+k4*PBX!pewrAu3WJM4ied$FqcEmMccNgC8
zRrfjE@AK>4p?rl#XtCT+qJ;>z0Hd@LVR7P5S|Wg4H>LpQ^5?PcBFhxb(Up@Y=9Qsj
zuF-woTM1L!gIxdwS-#$Vnu*0<sC^NVC$yrR>MSye5_83Z&rapdxtK;d<94JXT&^>f
zG~@nDV80+&^j@TO4$fB{fY@P*ae|CLggPjL@Q@maHAW_KzGs3V@fuLSg|i=e<|__H
zaS^102~!Lc!Z|VprJ1LoJMXG7X&>%IT*B%wU@PQy+Kl$9@UJ6G7U{&oqrcL3`qH62
z?CSI^>WpbM(z^CCI`*Hm?B(<>ht)3!v@eG=v4?f>2Q=`9go&ft$aI{!%A9E`?NJWU
z6z255C5c0Ysc#F?*$Z_F3IsKjJgZvQa%#S3HW;+#qI%P~mK5D{8qN_v?w0eabpAyj
zg?)&@!!&eg5RX1=-47i(kKO*~*XXl5m|C%Z>2*k7o}->n0B*{l#<77%g^<pSgc<Ky
z80||uf-Em#GAy-#x?KErK)Yv!WTm%FDPzSn$d5w;6a5iHnT~l2nJ<bNKpiPuhv#$C
z^OguKMOPQY+1G=Cjd!}p?*@_aUVS*bBLmR9luX2?`}<)$-sC$E$uGz0f$+M*k!w^e
zjK=XuLwecW@;Cohs-9=vT<_&|{gq((wxSBJ<kR-~AnJY}d729RB0~w9tIz2B*+jQ9
zQZ({%^7tZCP)epS{AevGjlQTC`gjzSL5cd`*MN8H8Q547D8~|wgOkF&$V<TY0+xp$
zz8&=s$7e;44f{TXwf>C%^@LpgH-u_~%QZGl85;egtZP-=x~Ti3Hv8HlVN=s-sW#n3
zUatIxNBhJQr9TCO^m#$;{*lXv37z6(KTH33_d}wG(oi$G>oHY_*4lk->8-i#;CHfH
z`MK*#`XZAFVsjz>^R%Bm5=;Bxy6L>W=i>PEaQXAD4xbv}&%y`lYLulf6{FxMXF8q@
zJ;`R^T4+ILO+SG74zL-RGgjso8D38f_B0DWw+THJzoWs}1eF&dBCtK3WIPZkD@p%Q
zL;J+9BDW~nLERj~Ih+F`*J2~VA$qM43B_yL4lI$+7i5;zOp&m5l+>exWpa_I7W7Ub
zvXCP(5duJOg_}X#*peYa1&-dB?9B~KLh|RnpoMN<puS4T70os<;ee(u45&rE@XMGs
z@W`msQML2C!Q0iwiUu}{beu#8kyY!vlpUi^%rQ6p??)OGf`;K?1Pk+H-Gh<F=K59!
z`bK3DiF>b;_i1Q_#WT}s^k#yJExV`RbB%MF?2)}bAOlDW1Oy0RVa;RR3t+hrHDWco
z1O$mNLs8}teJI9IJK0|pgqHX7;_2w0#lZh~mPm9#odLzlMcCe1O_Ejw`4786Px;Y5
zZ2M->B*5BzP&9@-HHJ2^^DZ2GhaQD6V<t)prpD~V<=_PluZ?z6Xa~l5^378)RB*hn
zB?@M_Lx0=a9>7?!fqlr|?WvDa$&AV->}3AEm>;}Y8opTR#+mPjOs&U&!J?@F9HQc}
z%^lp<zUB-}(EV6+gZM5Er91?O-%ngoHl0Z6jh!)Pe(qD4ymvo3rq2i_7uljcW`VeT
zg_8M4Y&>FcktCKnRKkxV{uh*6l_iW=-0%ZkufjnPw8LUotlt4#5M{6{_wF=%@8RE-
z`|ka+y>NR7nxr42&Wvx~LHKU{xV^UdJR7&QsV&V%Za+HrVxV=guyrxYG{sug6M!Yq
zP4f1hWY8at@~b}qipBj5U9+Vl8sPvYYHnk^3&?vTuGBq-=4Y?(>(%Nlr?xXO`IDO=
zp?7mE(TcpwuUCJZtQUih{5y>qE|6UOx8w|+7fz<M=`OTpFH~jK87r&UudpjJ^KZA6
z&dc&9F~1CLFe`&n6qx2fQG2|yzHvdVHqgIO%|2T|;`$#=y;=v#Z7EkK%#`P6IVlrF
z(kJolUvd30)YXEh{qjJRi?hHebV{6s-3LG#EWPe5oN6yC;$~IY%u%-6q&-J1tgSr5
zIwH|KxGYYrg_xpnmT^@X-5yM0%0d4bu|Jrr$a1~0La@bHLRNN+uH<fhrE*gg^NsQj
zgZb=v68F2meA?|KIfKp5qYL?S$ynjcVqS%Ffbe~ZW15Qh#iK_WyAfS?>un$jR&Pml
zC$VKZ_w;>G;h(mz{^ja+{=f_wV)@I8cPhopB~z+0g;x43p^r+D?j+clVpm0&Q@#1=
zyQQU^bAxIcS6LArL4%QEaS9$0s)w~4NP`{$nm2@1L1>>pwr9%tsh7{V%H9FWFESWJ
z1Cg3i9@N{wq=w-VFKaY`tDuXF3NBmeF5~zUkSdRAiTXd_!|A=}A=zWu_!N`s5iQkK
zBz_P1X<LP4*I>(pl2CX0lawdu_qE2IYR$Hq4FAh-Xn{E2gA_Hr>JC3I4fYP28zr2?
zk{%mfXt=5dBR?PkCjtpeAIh{}_ArJNi#b@!Lk8qI|E^?->S|trT&_+w2;V|2kNaYO
z^jfRbwYeNh-r5sBhW$y(U+SGs(an5QX4Zc#7Q8fGgjH)}G)8QR_+EMJ%44LKrTP)S
zsBM1pU*!7yWQ@+It^<Wo75zitXRr)^6(1#qTm$rW`r~wmW)YU|gZ~R77qlyOK5c>k
zueP}0d?Lc3EzlO5=5d6uBQ6Er`Ze<M4r0`Ya}K0ZdHJ0ba<^+QD<JDV?33X*ZZtq_
z?1X3%D;5RLB;I2+=LM=E`x$%m|DiF2dY|pWp_pQXL|_MOS$i5NYkiwtb#ERkxuzD6
znU#XtO4i8ipz_2-#w(kgiyB__6szyN??Ub0jfU9U4F4jFGNL*zZ?(@r9--uYE_;(R
zHoCW6Al~Q4y%6MePYUwIdDqNux0|L>>c=%fCXchDa^!tqIdUV#^LA#%{b|SZc8a&{
ze#^%5Ib_A{s%Hiw@-)?Vf?W6I^|-$d`Q7Gma4bFZ4eol@a$vgLTywiW*O2h#Z*v7k
z96NrS7sb!xZqZm&nQCK&=SzWaCINy753+Lh*Kx6-lOzz}dkz)=(x4>MO-%Fsly-G#
ztz%KHV^xD=bD>L4rd`FCMLn%~EtN%;^cCIc3C+a0)Zc7>Wv%<a6b%KHfASX~RfxPm
z3<pO3n_WeXq}Q2Hf&6V*-~x*^C1^l8aPuXRI4!`403ivOYye+-iQK26kq*0|9d)ey
z$Lkeq2eu8A@oh%C(f0g90iUtbOOUb2x0eHz*wTc!S9IuuG@fvnYycL1lw0t2j96sk
zA?_=J={FKF?Zco%vV5930(~hyjsFBSbNK+%k?7t8P}_)Kpx6T25vA2V++R@eqWAh5
zIN@u?2xgA37Y<+^h)LAu#mSK#?1h5mQv)a;B-tK9k+NVGl>4}9l5&iF?O!|Wd0Nqx
z2)4<0(@PM8|M`cIJB6(dz9woe2*C&3iN2&%d`%pBF3$8HijxC*BUe>IN&M7kZXq31
zPz=BUblRwny?~A^162?io@(X1y8%8IFN-j2Emz9?E&big@|7gQS=9%fU>o=>uH&Z%
zl!%rDaZ7<}x-oo^V+1f<^IY475q(XR{GY#4@cgACDZ}yGFCyyEE;%gLjY1oIw~)9b
z#-eHxOS}008uAa$N2f_sEt#6f)a?~C-9Bm3W>;=18V+o!e3VA{=8xf#!=Rrd;_d_z
z!qm}Xt6!}<dXjx`-rwyM+l{Ik{U$I?V;d4uNv_n6ZdFfpsbVtDq`s5z_@}Mgd6rtg
zSCUBgN+B>~<b&Pra`&pvnYUoa&!Dpfk|V)aTki<=gsJx4Q?2ontN}s;nj!+4!l=u-
z49dg}*nl)6PaR*}z43(s*GtciIv$Q`t#t^{s&5S)50SM955@uyOsj&@$a$g8WueY_
zf!lSC`==&QQLb1LlGD*uwY(&@ZlbzDTjWThD)54t;^!8=b|q#0aJ<e}Lmxy}xQ@vv
zvEcbzeR8!43#X6X6&N^KBYkz_qoU-ixS~*5(Xx*fDcrNAoIzFpv!h5LV(Zn3`IC1R
zQoJuBt?7oVNQ|^_eppHTtjoL0K+L9)@~aaGYQzg@0lHC}7XXt(6_W!O`wuQsLAtGx
zZQ_w_l`@jrW7Vqy#4NXqcrYft<}5r1QSXh;Nwmk0&hV*ZMWPw0EVinwxEemWs*{xI
z`lIt^M~aFiR78<NP$!;4E8Q)N%b`-hy@BCE*?Ribr|X8sR2;kpeNpWw5^YQ7W|}|L
z)Hvu8V5Y#cuclilU{-$lS@*!k*&T7eEkB{v#cC5#(<(fFeQhSF4m}BVpx#JpZ`w$M
z$v7^}O<(MVFS`o5o}8e1l}uMVmODnT@c^r0LbGst&y}$jcV85G^k{TijcEbG2#*h6
zOI!oRo$zso`1sDxI>zPj!#wQBa)aa|&<LF(&|{n;WV0|ig&jP}C4#IWd4J%1bx$4R
zln_)4^WiSr=Il2kmz$jl>JJ&DXLn~UzbRK9^i4*el9q1roR);^E+(=CMMSEeM%JvE
zWtRAb9CpSgk9=ePKxEu74q-^Mm02m*K9NPi`?d5ah~rRA;7uK*xv3PHX6<exch&rU
z>S>$a0%9ZM*eo*sJny_voL$Q9Ysay8xgL4x-_g4RB2PamZo^DMIeN!59BQ-AKTBa|
zo?Dpy_l8ly{|@3_%ll9$@9%O7W1=<$tW)a?3E^m;lr~7-L3B_7GW$iC{~sI^ue}$g
z{|r2X5e+~_BlPD&5*X*1?f}-HV9F(%<6RF+Q%H_*b9EDPsRej)^xDM}c?tqaitzE>
zuVr$QwR-AbE<JUf9KLq3JXuX?0xi!@fk-guKQ;?3-=CB55&vZm=V{?U?|D!Do6^GB
zq~drR6+1C=UsQgn?1QweRB~(0KGb&IoBLn5%t)Om1&XkU{e4nGt(<;>UNqvQ_WPue
ze?`l+we9#3@pPBji_`TFhfbDMDuq3~R-3{`Sa7_SZ(LAN#Mar~ObXeqE@kQ@?yIb=
z8<mpqJ35-2l9H7C<?#t@_h|3nczbPq^Q(=iskON={s*>Ox1b*!oLJSOD~N~;h^LEJ
zdU{z|dU!ZnRw+VGN=weQ_;{KXB|bi|n#-vs9-mq+0lD}ts{&6caP32J?Ze(&I)v)e
zn}}FV&gC>XY+x1q1kC&Tgk>PSrXY-UWEkE%8p^_=3_#y2RVHXv7l$25p3sG&?z%k1
zOZcY^S1Q(W<sUPDsFlOOQ*{<`qgNw1(^N>ONLYab?a8H@GkTS->xaPS2_CBd(E8K7
zuktk3;A2$hpjhOWZmdZv<)6+jQ>Mn&48GwdQ%md<odbd4nnCAV)7CL@z;zI&i5{9I
zGF!$YvfNbL?tMTJ$~JW3Bs+m7RrY|TB6r!U=eo6*xh|xztnL)GNhtIST)EBd{N>W9
zuB&K3-otsbSZSzP;E#c9%o-?MJD&oJxY^5}G3c@4`jp@tD1@njSMZkl91Jc{5e@#%
z<cEzio?X8zy0{GdRoRT`g6}cG$E!C<#dAyb-+31&9@0F_%e=HbDNOVoiuA6-7`4Jn
zpMH@x4uO9o<FusUw|x12C@h_@dpN0QM636A#V0<4-}S4p&8x|F|LCrA)aJ8ndKD4d
zcDC1r6{!;h4bq&LjD*2*d9i69fp?j1Jo#UF+APZIO}?=3E9kVz&(u@LvDNUf)=2LN
z=KMIqdw1j@HE)4mr+Q>vHoHW>OvAb~tuCaX$ETVASB_cIidxo<XJHL3{u{<J1RjyT
zmJRt45oU*rS9^`aeQ~-a=#s47^g2oKbr3Zwwh$Cj%7SA}=ywjYe}hC}atPS!(w}Hm
ztp5>YUDm*Z%IHApTaqzwI}*mW)DNmk9b`*7JjayoA^4J3Qik{v2!vDhYY;J5j%_rs
zkC6b{$q~h|C_`j!Kw@Z2U}_krZ<@BLpR#ZC`wLMJh1`sg%?<izZ}2Gz=q?`gAPU7W
z7Dar(<(H@IY9k3k&~rV~6JT?Ef)soxUd#_j)tZvL^~M3TN*LNlF8YAKg`xU`gT7=T
zF7qYua(&;S4ZQfZa31Znng8`gXx8Nu${#9SjUQ4Sp|Uxwy!}^oXLN>$<zq0(L2$zB
z&tIgaM|pmYzE99ID{Y=sb;nes77+Dr-#46DMGF<c>LOzkdKojW1^I8F%yC9%5B)B4
z`>UX_h;q73A>WKPszCk`HxUwMOs&Q;73XDEDX+w>r^BI^1lNknkA#KC8^PX;2xuqL
z#K7#7t~VJ@{7!>QZqH=6VUk=~ffLzSY6Fm8G`5m2cH&sa0slU>VaXqhqsZ=-A{5_^
zzSv{CeXxOkE?)UZIy3*Ba%;bXlh=H#2Akt6=5z6^(hoji{7}fbZ>>g2?JMGE=r@2j
zL|-J4c{mU)s$H-DhVazwPP-j645I3L9iokj%^`l!M?d#{FpT<1kb!cD0!Mv^er(uw
zINBN|@m1;fJNohLLK!GtS%tsrROwvf|8a|*Ix8d<36rVEXJCTQl2==Y%9ezx#|QLo
zV@aA|1?1fa(7FR@GEAw*CP251_d+`E;bj1=KCfIuvl45g9BZ>6GO~8SnkpZQgncam
zC8ay14v_K^hU?JbnLz}mi*MyjgjiKj8<8cE4N_~C5hzd_5g2Jxy^hsMM|-P|I7E>J
z=v1J$+9d!va3v%|xC9S|@9B@S8_Rn`UjPUmlhCW+)mP6f60|tpV?LvQHqS~M+_czM
z!s%@FFDNzK80peO0H|ahC+o5u)v_CtvK5AJ?UK3`BybsNXyKcnaiU(!;An0cCEi36
zC?>7+5=+XbJBUdG?u3v;tQ6_?c)O=O6I4i^x(ZEzJ;d8+aMi>MUvx)|NkSkjM$%9z
z=bucwPh^*3Jv0(5Dn^sRjrE@xf(fG$s=%#EA4Z(ni>+qpUs##J9ndTgP=b(z{^f`?
zfg+?H3EU@Xz#`o4uw<$nap!S+Ve?h7-Tn_?TN?W@fB6YV#R*5{2}d-u`D<?LLH~+O
z>kp(p`X3g)eps;jv|vTkNAWs^B`QqyGHlwO%tB+lhQ(Zygj@E9L|15@K~Wt5T3CoP
zHHm2<^DLLx{F|d5ZeZ)tsbB1k<DEE`$U;tNk2(?Vi(Rn-32{^odyzQPZvzBJHx1z!
z<1S}nV=TDCNRhTX`4=jnhvp!bp47S06~BFGb+cE1%a0I-85sbw!eB!6>4IyhGkiFS
zww<dULH_?vmGOv?0Gw7hMyN8{pa3o8m;rCQ7mvBX@cl)Y`dcGPR0L23b;0xJ-8AhB
zsQriXEpeT$Div(CJ+(^*kq+58W%kV?t?HSd1uhf3<ltff<LRH^n9>2mMrZwR#q@zH
z5OWKeV3iG2e2@6jaYb;(jU%djRRfmP47a~>Vc5x8Iq_V}7A=&dDni=h`J*nKRrBgQ
z+-^a=?VW;gOX)q!=89@uH1=oIY9Fe7r6K>DsBpMS%uM6z#d8|0^Ss3E!`yr%`y<N!
ztvZC|z>0^^{ZBM$7$wEHhcLf^T3)8V6=?b-z6X!ID?vSSh9LD_^zLWQmblzOn%Rw(
zJ#|)Ur~THzHt>N5>GZ<Lz%3qb(j!_JWBjZB*x2`H;!hwqr-+}Ho?S00+Tt3iYX7;Z
z-_4aq(mpfDtz8Kh%{WYjKb<^7|8Oo28-<4rL;MysvFGqV8?2U0I7jz*Y>He*Eo{y=
z+4r;wnXEiJEv72h$xN+SzTC~!{vcQLGsfwrt86{m)&Ep;Y+emnkWJ96o>L!uRsYKv
z#L?{;8G>g=BgzKv_r(4_6opKUY9Vo(v3)A3)uYwL5NWcA_;Vi^_t`>mm_+T(GfwTe
zh`s#HsloC-=V^q|LxL;m=lpd}LsSkD)w96|{(bdW$(gKi?l%a(3|w_)Zd^~<RVTm6
zim}Cv+y-y#A80t}xTtAayQe;y%zFXM8Uy-Sg3}U)AHb|r*re!hFAeL-f3sB@mItb(
zf3@E8T3DLxTglI;n39=uHKgz+9@yA#y~db3pLnD!Rua2^`wwETlDa%~b-sT5Fv|Y)
zoNe0rw0Q?#@!ZmDbvsz`JnQhxdbCA0*|a_$N5CHrV4im~@aKE@^XUQd>Ol{A0e?J~
zYrCC0X}do^7!^TIEy;O&e|Y-cdUKy((|UUMmiM^Dc56e6RHXU)_R?Ev8(qG${iF?c
zRv7RCP!qUAf-ll$yF0!3e9-5pCs2PhITF=SnGReEgWitmMa`(CFNADfscb@&iScLR
z#csRkw@~Q-W6F4<P`axv-`ZSvl@Ci>m}$lhM?D&>m}Vl}+w{Cf|4kV)eEer<shIsX
zhUO9Q6{Up+`xKy5l-Ql_=UvU`)C)ATlpB=jIu|}m2v;WT3uf^5QJn5?E=+b&dmG@$
zbe9An&p(fd2p>d0_o<(OhnG}(n`?NvW&EEX0r_-bT$IeaSTo}~Lvt2A6r9D|j|;j)
zt(z4cH6UgdbaYznF}II)H8S>SEYTD!9X=oZ!C*DPAg}&&+u<{N^eSNr00(Ubn<PmA
zL7C%RSsnj3$A;tUpH%qN{9dPMm8b`eJR$`ZMTi6p=^{pes;ypC<Y=n38U5!KfvJHq
zP7AoS@SFxOcLO{UltaObZfy%Z0KxPq>j6+1cP!gpC^%qj!Tl7U#buRkKh(n+;1~pV
zH2s8|fzi;Db*POpwU5v_!ozC}7uJW%4*EFUkJfznu7!fDg|Z3?Mg<YljFPh8m|nsj
zb)<nyH0W7elf}%#Ahzia%*NgVFNS(vkVQ4>-?gDRan}s~_;~^1#508yV9$?>O0jMk
z^jEeT_nfgXF4MPMJIq{i%Eqj!rtCA@>G7Lsg+p*PJ=@mIQ(7iySWf~Ic`*BXqSBmO
zJHxZM-k0leeGCllGHz5TkQv0E^gqm9p~-FE3)@VF6EO#>M92>FkCAxO>^u4BR_)X}
z<=95`M7t{LJqg`)w{M-=Umj&t4=Y1=>CB@*N}bpL`5$Hu2b!%Eemr>rrRo%x6kn1O
zTM7_Io5|Eq$kfjl?T-3N-Cqgs&txAf>szT?7|k1+X`EPS>{=*Vl9o(KP)SLseQ9&R
z!(X~QU8>7dy3E6OS!E6oLPA`f0L#-!+jwp9Mt#GaFNXj3VtV)Poj8Ty@Tx62R-bp>
z#23@xH;msi%!4O7C>QUpm)uwU_l9*>+~K4AQqio8=K11HM^|l=h8l`STJa7e7ZXUw
zJv`gv7q<J?PW$Ihhkm#Gj<@_Zck_S5ihUCtvh!7Z1C3jn{MG}>gJJ6E3I_~D7m<^$
z3g`e|jzffKjhK@}g|umbmRh}(nxC3ej+0!Cja(@FWsq50I2cukQNFDYNwfewXLe2i
z9>sqZTUS=gM#VT(#yI?{4vVFOesheYx>ljWpGwz0EEcA5oT75H)!Z;wJ201?Shb$P
zy%B0J1cE`f__ma>2)~XT$mrU~@^K~`Gw;NptCV%H#OGZ%as{YH)WUg|6H)ImbNB+C
z?5tjTvwV_E4#S4C&U7^%fBx%>5uUBzmTdL2n$8WSx1Xg3roQZ5l~wH!5o5dz%Dh*T
zO4fzhxc{iy*tVZpcqe>fwd?Lwcd|71>|_cuTTY^+e&zQLp7>gQnfp?Is9#D;ipm=H
z;JkCo*u)^RBz(7*{-&SNHBV&u-IdwsW|uG_>^R-I!gc-m_?Iialat)y5-_Q`$?5#K
z^-X`v)5Oiqs1RSpT1Uqmgp@}F1LZX4LXI0G%SMFTdKbP*fw5Y7*xL^Ef&O?jqs?6p
z&<y7X{_%7%>NAbZ7Nn_o8i+cA!IrOg$EE{uv_ym|?mC`-4tvXzRk?evEVi_~J~^6m
zb{aiAKgJtsqJHP(II=j$>F)Y4S!x{vvr2RJ9J+N)>04gnM*nF#ak`Kau$&BQ<_|ny
z3!7V>;k|5@-0XU*lm<^dyzP*9xard*faCHCL(UB<p6?M)wa<-~K!+Iv*Mes(8Yl-k
z@BtR&>1<vEoa-VALYEY2Mr;CmQ0;8r5I;JZ1_O)ftY@gRt!I9DI)`6CCYIPoFCT5|
zNKb*d4PHs4ynk?8Y8}W<fyR)NBMMK?nQl-Mqs>uLV~f-FNGslupYWniVw;oMM2mRJ
z3DtZ}bH(0B$DI~vTV%HFtfi&;<S5BI9Ly9_-$0z_ird;?zIt`ns>UnUCc$ej>NSnJ
ztRvT$Qg)ddA>L_w_nNbLTVWy*?N=yEq-|l_{XfLtt&YZ?%=;nwgn<1dTwZN*^JbxG
z`=8Cm-?Od;l^_1e?EJ&}IP;HX`(Lm3yXr0})81>@aGO`J7RCfQ7U!2WbhPwXScgUi
zq(6U(2$K#C4Sj(Z2FAv{zPPwJzqEC5w5zE0Rv7q7qYU?Q8{?e}+!e*Wbhx^*zq+)y
zcW|(`uXQ+8mP(P7(~?$`R+3WE(IUiBk2DiY>Jp%|b`Yk-bJt<*q^SwJ{B&7^>%e_g
zJ9))DW#2FQ&Ls%4ES{5#e=e#bO{iN?P>JDl1_^?h*}_TNf#&kvl)AyNbOpl5v3Q{}
z=_AYIe}lTycI7s|9epWt`el{f2JswE*9jff>xC0kUVHYs$Gg5l*61<(h|AZ$S8E+?
zo8Ct%r9-g1`W~eH^<M;lz!(-}d{{&M*3SOr^`IIoL-|KBA`^ch4^$2<s2j34N_5uC
z`{45GszYt-EzT8WnDk?t%(3zvr)e%ID=xjT!j<W!)>dzFgNNz_ntnP5AB78@l|3Il
zbs3%lJ%aVIepY5wgyrI4u$HXBXum|BgFbxq{(~46zvU#e^6vCr1=(TyLoncel&XP#
zFx3dYEUKRpbms-ClL|+>*#hHI4%rdAeH5I*!i^%&iRO=-7k-9W-5c?r`mCenX7f|+
zzqn4bKE;}DoBu9(_snnVYd7k@^*e&4nM}$4P1&to)}@%{UBlsiHRhFRF!`6yufN3d
zrcvLn&E<tF1;Jdt+}xy7?F$P3dpI;Z8HhSI>`Ds^oQL4o9Us^%FU{0f=X<z19Ziqy
z%O1tO*7}@J9wKRRasQS}FlPYIzmk}L&Ht76tAXVgXJt_e*P;gT%N=3~2qn<(D;_HQ
zXa83J7VidMz&(f_x(W-`uj?Uy?ttFI=<)BrO1X31gBVghq0uDZOGw!P>!OU`aW~vK
zDWsWIe;utvUK(BEWq}v?Pfc)DT>y3vpH>QnYXOe!$M24xe>jZTIt`rL4_#gN-&`@D
z-x#0*&Jo7y@(vOl!<}fD<4|!T3<TKBPygjS5$QYy=`;oDe5W5DC<Fg{hj#LYPs-O%
z>td_XrDq1#AE{{te);Tv`n4|$KqnARq!NsN1y4`oOH1I=0&l%|#fP5FV#*laPE8D*
z@&{Rl;Lni4tYg#7nBD7g5AC(?=B@{Sq^XcL7O`JVvRzNJUh!(bHft1_bu%p3YFLZk
zk*tV2XsDdtX$bX|GX6i7t~;9Tw~Nb?SWWCLF{(<9q9`gMRwt@TOKX?btlBGLMNyOv
zd$y`N%o?>~R@JJi+N*Z$9U^(ZzjNMm;-8!xM-tC{?q}TlF>ZTO@JW^Y9&8~DruO^4
zZL%#Zp?P@-8^>Oq_`+NFNRA<Nsff|;arDDbDUF|<D%inSLhnTn^U61E^qOhq^&xLB
z23;xld+FdN-#cuTs$!m`ZpqMt{NB&6_VTq_T86@n3^W7QK^Ix5*ZkQLd6wWzYUoX!
zUMK=~RgsT8>7&L|kNo36<}?OcGx7wVS1t1bI~S<tRHxxsd+|YyI=MT}+bI_9T1IVV
zlC&P~xH#M~3<)iLR$lS6@=HSLms8bc%oSCvUy>s&Vk2brn#0f%`Iw>*a_OOV<Y9AP
z%Q*7J_vn(S+F*wq9dXgfGG2*XmuV2=p!Sj|I<M1I?!G5T(oSAfclLC+g^nf&i#Uxz
zqp%h+Ry}%h3p!3pEC!}ef;iidD*sHhEcgX21q6Z0(}u$1pXcTE_jk7R508_FuMsY_
zBQa>MO&}=jl09S-X^0sT<V$BDDk!L2z=1*BsD+L~44RBBg@UzSup?ORLT%mUxbDW-
zhzZ8qq{M{b$nh%S=+a4B?$D%RLy3O32R$8KH_N5N&}wuWJt_o*iosYwv}HtZXO51J
z77$9kk}PyG+g{0uT{X{pTNl;VYBl>%dS8X-m@k&Ps|O0q#|WFmRH<263cWqu%#67H
z!QuKpWwwlKY-2(`W5Ln5Vea=}VyV2zm)FdzS44xyZZ=*&i$p|TxQZ!7<n!6zIY;KQ
zjfuiMLk+VubMlhISd)XZjpcX(G+A!w_Am1};G*@^k)lu+(K$?HW>hXj(Jr9yyk?5C
zR*KYQ;514~Orc{&y2DmlKTkqbI=WdpT3b4rC>;%wj;2X7hDtLwN*`%SGfqk~GKi|N
z%zVyY)SoTRUo6i5r!)I8pXG7OlG=x*8k@>{W|b2PcR%x8=jFcc#Lf233A2*WSEQj?
z(MwD7@$LIq5u)F-z<=SN)2&b0c_<yT{Cr0C4@I$LouZ<<MTl-QhX#}aCZe}9>^%QA
zQOP!#5xU@<nqsPGjQ<^3@<^-%gCO?v7OgPd@_`krgU$HVx~p)d9w)D?^HRPcuZ?Kz
zBs|1TE7EZY=qx+|r}>O<cy~d2tHp{Ax$EuNTxXE~w)dOVAzbg2=pvf0UYiM?{rQ&A
z=ElH0QmwvZms>Kkb|D;bQO$^leMy>IWb=>lylv|5%U|{1`(K$<`?%#pg>X$gfrg*6
zsPK4YZYBTVbt3HFi>Bd)`#!C(p+?v$Wby2|xF3YhzwaN@KvnZtnE9=m5i<|Ux4zI1
zG~%5*5id0yvEu9RTF?DT`l9odXXn<tQpxQeDx@Mg#$}v&Du;VYj*1%lGvD}d1$=bf
zbZBj}Z5tj){CywX_xkt_84IF|QO=fp4Py4wrzM=USEn5pc*2J_7@sU&m}W6KTp3g*
z;-<fHN5;Rkku(jKp@DiLf;TTe-9grL-k?Ub2#DP~wCB0`5-XVoUs1Jo(Wm2>+G3sf
zjy~$-1b3eO$?nysNp)KCG0$$A^&L7&8rQmaA$0Y1;i{_1a>?SaOp4z$nigpNaliv{
zAfZo>Q8Kd1T)6v>Db_L~H2s@IfO2xw#)X`mKY^2>={xk#ClHGLvnF}#K5Vdy2Rw-5
zp+!JgTtoeU>b3LoHrb=tuvfNB&;U?GBF@n@@r3DSZ0mj4>9t}Nj&(-ch~TSRppUD`
zA4=+ugzAI*#iyqIP@iF~)0HSJ!uv4TO+-KL8w9M)1@+eM|H%jTZfV0h7p3s?r2kXK
zv?(#T;%0K?!m8j5NF3(SbrX+4ZJw=RJ%nGsz?v4G_rCE)(1f}$205C36nHm~F<rgm
z?&yNLy4|IFq`m0-b`{3(A6(Y20kL-|GxB|O{)u=GZ*?Mdb8dfr@dov9?Ozk&aFkA&
z>!BYP_|gBq^P_DVA!&yhiNL&dAMN<Sns%^3*nUT#jR3>h6asC*iB9{GL;Kg)NL@sS
z&^{PxQ7FJRlil_0M308!`MMIq<DL1w`$6kJk)O5vA3ml~SkP7)JH0PcJnm~AjgH{4
znm!D}tp`TyC$y&x@<J0nA-2b}+1H(_t_i2{k6s#VENft#YjwW&-Oz2z+3maYC-0Aq
z-sNRpg>M6^8r(k@gf>>#+6PUzTCRCN`K^n;Xk}CL)xWg7v`MqcApO^!7b7OApdREW
zC|23=jEaLc1%J&=K-dR(%J>*%B?9N<rxGt276iY2uJzWW5rdYtx3z$%!L1)cy|w)D
z+MqS5q-b_JYQ|cG9cRiTVl2ReVcU~u+LC464(I0?QE1QsVf_`LI__04adZ)3(^sF)
z@QHm6Pe!K2poJ92g%u~7v1$%M>dDLq2B!5W29dB!No3!=rXXUDrRWy$9nPIVDlc^&
z!#{(;C-|gynxPD9#&hs_4)<J4Ot8%s5GBgO+l%EotmA=wRhmc6gql4E`J5Mhwl%{b
zGMa3!ar5t}>EF?tc9zKnf*fLx?C~E8-V?&MNz;#}Q8-L4OiViW9I&f!1;`$_gV+`&
zvjM?pHsPAFnC9%$&Bio_!{!f~-F1rN@9s9zK_u%)A7grw&`1XBM*q{u<eNp(FuDQ|
z{R=;VbT<v(e^pke7<Wjj7x$rj`^R!)kT=s+O6|9Wf7ScL;H%%GZZE&B8u+p1Xs#~(
zDh%g+TXDIlhPhZ<OPKqQx^#)3qPBpx{IA=Mk*j&TS1MklliH(af9&bKUSXF1&0|%R
zw=KG81(P_wc4ugLAl~WffDz9-5&3Hu({sF~RA+2_#~Zts?mcAJNXA!(2ge{&A^WH`
z4bFKb;pGebGfZiSgH%?(99F-K*d#~A7B)rpb#;*iMV=K+fmuzCRb`=7Wv;eJ9AdE<
z6Y~p)X=69K$i=>@820$>GO#R?#e0p-bD7Cg658_q2XF!5H4fp^(EBRavxlyW+<qqV
zifuhPQ1x+^%x#<kh&p|Wrfr2>Lm6T|3WVe$z}&i58Kh&XY@C+Dmk>`j;x|`gch}>0
zi9jS$Wj<lk72z4t%wu-{hQdnzU{50u?}yMWOJTc>Q?tC9<#y$sYnPSVj|o>9oOaEV
zvQOTm;Uo+5T1)ek!5YgyK_e=Z;p!ues$-4M7}UuNobLbk`=Y=z*eq0y=vjZ2iw^dW
zmV)(%7gl3F1(=L6=lk)rixH*p;Kw!Ue=Xb=o_<|T>4*JHdQy0PBlroe{Z;r6H@&NC
z?dBR+Kl{DZ`g3nT*oblvD06?M<cMaoh9n8z7j_8^DL?6X-&_6Q>(pfbPOmHaGJUKf
zwR*VzS;6_Ejc%mou;%X1S9u1OB<!Tt_V<LJM!pFlUs*71hu`YHq1Qy{&IiM!x(<<5
zfd(Tlk3W2K>+YS0+ak#ge}4p>SzphnuO_U}h-q-RYA}#IX}2#b6@wSVsw*G-w3V|F
zT@VpYCsZoXmoVRn*Aq{<9vxyFl;%>RWOGEqT^%c6y%eYxjCTx6|JhheI#vm-dHrC&
zS)}`9LU4U8y|&urXuWrNUf5J3#jna}a#H27%fG`<vi4|K{t&`WXHZ7;R2DkWDRgtK
zmRP;O=-#_GH9mZ>;JP6w7<fNtIn?JX%T}xIF|uRqz6h}Cs&c-4rjR#UAV=_H6KEB*
zi6_WD2$Mp*!f9fMSX)3v5Ys(|1tO1@%_4s1iK{z#F2=+;)VWrDpj>&tms=X6&qU;N
zfzUTK*9fWWfdP;`WJpQRK~vd7hPD<<%jn5TbynI;gRuR^h5+5>pzYJ8l<I>UQ<JKY
zFUTKoRmH=Z&4nOR_4uVqM@s*K21|xJdVIH;MgjPQh9<xLiHTnutEmjSTSG&l3Ap+W
zRLtks&vBUHusXJb{SN0}U!F6b3+5}fgu>2SkhVdU5Qid~*mszkuzQW#fak-?Ee?*D
zh4$~SWK2I@HFdL+yK#`2zJgUeU+L%V@Qb{3&5v&QB*@R_p6TT~jyFPW9|ijA+`N0u
zO2@&$+u6e3*f^{t@pYXb141ecbyc@;!INtgB_QnV&ARKo>*KQvpj{x5()nSE^Rlxx
zPRrTZrP$@+$6o`+kX8nbCS66`hX?^F#J${8C^xncffvYs-WLWdXFSsclt0ck%Z*Yb
z#Zmocu)4n0M%gt&nCU9PX8*~{LpTG6aT9|ncx2-8g3sSy8`_%gj{8hM3Z@3JoAY&;
z#{K=A$0WzN)v0NHS|M#lJ{m3cA=ic>iXq5z+j0x(b%MMCwAMQj)WnEGlE=}W7|}Qy
zeVafWH@~7fq_tW<G~-O!F<%$an&DmS3l!>VG+(_@M7<PnwD#_6A00xCa6N>@x8jB|
zf9N=BYuAIP-ze}>pd6$|qD5&lQh(9;eDqx2khU<6n3{sZEd$xv#HXAIcO*rsuWQZV
z5RpM0XG^+&g^oBup7ce{S;t7#bKMKR_<8P%-SXSYuDDts-dKUY*UDLPZdztPy}lN%
zdE>vOz4}~{)vy?N+{?C~gXULLRq^x<p5C>X`d*f8UvQ6PpnmGqmo-7>kzao*KU9Md
zZLfM)YOA)F3zN%^!imMJpUVdeXAg_(J7>FX9zgXg@t!qbj7s}2^mjM^X&Xw}1CX}n
zcPyVJkVtQ!4hG&Mark?f48cE>u&EI79J+)Kj^wajLANP@TcroO)ESu~uh(a}<wt~+
zr`X4`oJM^f$zFef<2pL#f*)OppmynirF9^Wc^IW)ijt0;m%?+2Ye|fV)q?X(?(t0S
zEzmM1*Vty|4yXz_QX93fdFN(1yi@2%Y?PCT)Ac@WurC22#t0Zf_!ufgISRc}=JjnH
zHl)6>^92>>g7c?w*Jng;f*#jj4lIAWddr2vzljuX!+IAG!uF#-K%V`9XSlOonBsG9
zJU;-|2A3%svk?zLS}cd4&n+`>PcDV)5woNn;opl4Kq4L<W=`|`ct7yPG^tgAlFz)=
zO5CP~C{T1_X|_&}7gYErfg2F(sDj>t$P!XJpQ8I>1$!dXSyF?E^T>X=nqsPG*bD68
zZS5aoX~96$@>^Q==}-|1+Voob;&L*C*4%Uc*YD@b*kSvfh!nTj6u0sexBLP(O<6*z
z0Tt!=g986y>~gv2CErPeP$<G-3y<lpx9N`Hw-@Q|3F+>c`|BdtCyKj*IEh5DPs8~<
zwjAi>LG4_^W*a65N5Q<=CdM}a*>G)0oij=-aMLFmoTg)Yk}>Gq&E}YCI9~h(l93U`
z0>M9lh%1HIbB5Tb1&8S<a3uXl9?b#ioLD|3?*CYbp2%Uac0n5!(Tuf7#otLw6-RMA
zKdm%o_m+@*2%<tnQEwJO#Ui&2da*e6$P1LjZ8$&C<_Bhu?&0BP@8Reu|6I*b;)dPR
z3d33H7d0Tk^PEAcG4=6!lhHcXA$d*N3dROpA7#UtV+>_4#}_)*7n*SZjcW&%jEE2S
z@r~-I=jv}p6o;JEwK110mHmr%?MlK~JQqV;J$nk^E^P0Jk&R&{=aRVa;*sZu*-a4k
ziWUeHGUveD4o(|Dg9;dYY7gg4@bhK}%=URlh2i|2H=E~@19&b=Jk^YY8lyB_BV!iR
zv}X?smCJ%T5nhPNKtrxRwPYt&X0Rx<55du)#5~U*y~!F8z@@_nMZubN5O>5Q-^FH=
zVzcXF<=UP>F#y&?VQY$)YHTYfE{EYzFl|Jel0dH^Mj1ggHrK}to-<S65J4d>MB_SF
zFt>URiwkiAxAjD@VT4>LSnetBgE~x&7-9&Eh#`=x>zj$zqjZL=Im{bO?GfGOE%0&4
z;jo`DD|+jn17zh5(3R*ME}|sCXNk(<^{wW>{fC>U7<l7MZA$mqEP}SAoq|~SEPVb1
z$$UtxZJkOWkXvcjUaQ>;w{qcU?{$)6&<}@~&Ya!JA{duD^?d#zWsT0eO6o3-WmS@*
zs(X5Td^Kg^!#xs<tgzWVyx?AY`i;jDx`vw|am`vuCW+xK7hU`WQpf!9^A*x<=ine3
z$m5Y7jYfr7f<WJLQy;UkHri1kmHnQicZM#|FPvUZUDnfEW2FkrMpjc4_`K1DDd(sA
z@7-gyo<9CJSpH7(Xqvtcgf$yRd-$e(!(OG&H~J(tI35{3pz+Wl6u26BudTp{aDh(N
zI=7s2Yo2g=1iqO<U+tnZJ*c|)a_b8d^ax%=pQS>aEd%Ib5ehK`3~vFAxJ>A`diVY*
zD!jXb><%F0uyEsh@E)Y{M?x+)stsGz%007EqmuWz;Qf2}3G(Rf*N)Mz559iAtsi}3
zK{8Y&+1c;gHGd7fovwlQ$~F6C;?Mo78j|-f*4k4#zROQq9PMrYpzkkR(rExF+Id$^
z-;6sZ9PJs<PwI^5$2nLyeG`C0TL2{bPB>XO13)4)eXNhLdn}JV-g}oAN}C~BPc|I1
z!#6@`>pgu_;oGFwS^@J%tsC+a^vSmxeOUzhXj(O|QRCy8r4LR#_d|W@ao-MtH-_EG
zNL8LH>yhfTS6HFUrHRQuU?q8dmpFq*vC+jWmt(_J<9}<j>r!rUO2?!P2_zv?o^k)(
za}>V-&_|5Y%tu|@Qowrg{#Q9e>8}SeGguGv&dW4viC4*866iudx+zwi+%mL_1gryp
z6KSGdywaH55{88fhOKEhI^_DD8p1=q3}eE>BJ?fX9Gr|`Eei4c!G`HU5{(}-(1<96
zB3PW)8+uikL328Z<+irMcJr_EkgbT2Xu)U{Vg+3a4(EtzVMs!<hIStK$Zq<y)8JSj
zaoCC;(Tycj<BVO2MPZZCHXZ?V+@cj1rPi(*!YD22DVTwl3f*kqh66`~mdAHjTqo@G
z;cfjxa|77Ww`i3!`r!c#)c!P{spmXMX#RzZh37@f<y1aON<!xVn378a9RVB{jvi4@
z=!DZT1{kiBh+qmH2NC)b;U}x@Cllbpv5)OMCJma=K#SH6Yae<qTBP{Z$kF-skbAIq
z0?d8N+*vMijr}*h%FF_5Ke+;Fb4<|dK@^VQVaBt6%b~q_4MMum%odgGsk>FfcfStb
z{5pIt%F6v*?Vz!DS>vY8z2*QL<nMsRV!*4rkO|s1&W3G+yke(GoO<uSF{dP=sGb-N
zUk}Dv(wgyc5=uF7yV*%{AV_iiiCA~Yxj{GOHXn&$Sgf#qxQSXk>1#Ym9pX=pOkoH`
zJmF{a5t*SvPNR&W?5o!x3wc;_S>IHiJh=?p{~mo+l#imoH_ON$2CdtJ*X}Wf6Fiqs
zd9H8!iE*O_vBOpVBRH6@5*{PLwr*$Gkbwx_28nl&omq{Tpj^5Qugw~&eIgRC7v#95
zG=)6LwRb7KYFT6%RO1v>V{Q=X7gXbCS!8}S#>qZ6C@aV1OZAheclK#@5rf<aXcZ3l
z&CgTJ%2Ldpro0>+`8wGCwY$A={AHX^txQ{NTY1ZG=9|k8%;q25`DZ(^<o0KFv7cEM
zm5VWC(dDhgLF@LTYxYRZ=U5Z-5Pj@Y;W7LCiF+CGJ2_VnnU`5dlZ5Ke%R0!3yPEnQ
zE{u1&Q7oWkbrQDL4+omJU*KOpG$<ZOG;_)<`W{>*_s=_If23oarHAtRE;G*<v$nR?
zzjL)e&5nXqQ88V-#~-XkiV2RD%X?3&R14MJd%c^!<Snj^+}}ic;8k`TzT|C4Iuvg7
zq%~&zQV=dU*teoLT#rDz3k26VE){%gMZ2K`D(!cFCX^XyeA61exbL~RMA9%ouL?CZ
zJ(-*A{aL5nhCR0-5-~oabP7Z-y%vipg@wNl%asKn`9cz|)5&(dAmRyH7z6rUN>~@y
z%p!O*=*U7_MPuS{7*I|~=QO-Sb9{<z0n}O!S4ILLh9SsiuJv{j(tg83Bn0^gy}%Tj
zDj4kYm)!I0#G{vkLY^i4DXhEywg>swt)IF%V5roN>_e)I^A$DSn8#bMnHgdk<1k4$
z<#E1;!S0nz;8ATx5&aAX4yi)QsNv4<nT6A=w{S`9d@{#q8%aIYeXQ$h#AEJh^rS9b
z0pUKA<tDzdA%v%v25s+Wzt;$Q_xb=&X<eO&cyhqAuz?;8rf<H28&oMm?QD0lA~M{C
zQ{mvP=Ei3mDa<i`Rf+82<}bKiPVmoG)|S*2|Hm9%IhHwS4^e3Tmb5e?HNd1vjg<z%
zQ}Gi~qRBIXn@C=RvqWdWm0PLyvwMD9cZc#cA?5D`i+D&~G~>b%<2#L@=#0C~Smmof
z9&Izf;ZLKSeSe4P>HG6#hL{!|JeV3%uW5BJb9L2qI>fu5ZsY7)#In$g<DG{zBijHx
zl1Jzt8W<QF1QJWa{%~W^&TDy^m)<Jbf^?iqn1y&+)2eoJIV(87wc^eE`JTC$MIj##
z=X{hjX{3M*@Gb8;oyzzVACe9Yc9F$KBV1)ic3|$2qYZ1PmuV;FG|>~tny<f|U)v**
z%}*54mt!%*oz|6{1wWeY-hnRVqR}`c<lM?(FE(kEgaE4C(hG}av>^;yiSq=}8MZ+Y
zt@4B7Ke5gLXY{E^T-}7^Q*i2^0a_(S%a!YiL&z%ouVHbX#|G_N2A?<*M<j*)3@^?k
z?|(GtI16;da%yxP|CzT%v+WkkH|<8|D~o^B?!Aspm%nV;`|?ZXCsz&2vB#gw{smk1
zMSX6J3xV*GqU93UtTXx4u@}AF?KXFHft;L4d;19hQ6Nu!*+9FF{F<t)sJ6BATU$sd
z9vLcs+A%vbI-cDX&-3u+b?tcNGs>zH*wf#|C5O%`4|J&BTIF$AUxL$`hr52G(uHtZ
z{Xi*p?xDd0=r)@#Xw5AXgW>UH9C#*z8)Zkx16oF=D0V($kgX#(8?=Q75h;v{kvId~
z;y4!FgldEA5+`Dgp9zC(I0J0Pn!Q5`5r(?(Ts!HmiqCUx9}{9ypd@I|MB+JZ50xs5
z*bC%S<K)ssNyRK!NW~!B;*c&zhz*A?0qEPfHXN)Cnm{(p6IZBu@xYD59K(DU^t`F5
z&@=CpG{y!R&1GOy*@B3Vtq?9}=QBTALc|yT!zV5LYfTjt{}3Su)`~i`Eq&UIyyO!f
zyi`m~6X>UsuQiglN!uycy|<${s0{N+F6^pY@2JU(GVW+Ut~c)8Mw3ael~Xd*UZyCd
zJv+2Lr{o(sO==!2qRk<00*Ukhg3#_UAwFXV?ahS#N5|!fb+SCT{t7nRe_1FL<Z;c0
z8u26n{t8RpWRW5y&A<&ZBn-x&@G-TZ3_cA(MM`)p(rX^swG|P-@CuuHd?%G6oeuX<
zG8I58JrZTmvkC5z4VJ~|2=Il1XrKr8JEbvmUFcFocvh75qLt?_x#3Z`Yp5rlit#%C
zw+r3v`X^(QFT;ZW(`!EdIDU$aGiY1edP>ONrr5(d->LF`UuUW<QUUesDe*JAE;`>J
z-{WH<H%bi_QHAs5Mil{^C4fW*=$Oc}e1(NNrb>Bf{D*M%zvy$hV6Y{|kR8hEX*x;A
zZMKfmKr0vvb|N!44x<Jpp3>>Syl@@4V>xDd=O%qRhNitL##Pti*L!WwU2Io@Cy?L5
z|DWaI%H6|%h=|Ilyu0}b*~gWI68C>8Uj8L*_Dd4qDrwNFVw81A@`)$lsJV}<B}-*U
zn{GcSDoKisKKy;a1@r>W+;T;_G`aZhD*%K`fxz0W1}wz96h%*q=$Pnvlm+wiZ=CaX
zYB166IVL6l7Vm6@XJ@X>GnpDD2ee3VgrS}W@8~w(0qfda;p|g=wwTeT?JrqYzjq!X
z8V}Mb<q0=Iu|^u7N8CJ*xTOu7N&I<W`t!^)6hgG#Y`5N!tm9w26o_Kcz6gEHt}Y^N
zRTQ4YjyM-?k%F7nWp#P!bGzQ>mF5M6G$K1a=AHf-JBv-T9*QBR#&`y2G;{6nTqm4m
z2<vGP-rHiliv-^T9l}}vqM=?g@BB5>h*REEPH)34zWs90S+EWkrUM7ey{L^7(e{YS
zu$W7*S?6;^I;g-^-`W3eaAbm0zAjCo!+pP&kXki55%Jv2;Th1L39}`fqzCoQRTCHX
zp$ojl!}iC!o!A}W2mTSR^CnfLook_ruLJH<H}BCQjq+vzT(|W*1#f-NXF4c&{)tZ!
z<^0=mP98ZHSw8*6!9mB}k<?JS-F{*Jh8If|A)8=vo?&)b>((yvnoFBBoqP-Tap}mo
z$oeqOPpgyLx-^7KW<6|tqJx>GUH)0)L*CG9nFMmI52N>|bV9SxSTobRF0l+kv)N^U
zED!v#8syOVjLc^DrEc6l!W}!=(NFr9GX?<2$?rNxLVT`xPw-#PRJQ?zh|>~YFWI-v
zMRSrH+!mS8$y1FR)YfzY%L}Zil%~d|J)h-Yh+4S=P5nRVX--NlA~kNl{DHsm>>^3l
zJCxX<*&`m+#vSD9^J}LKQnJ0JE>oJt_V0FCVqyr!rmbRkMz~nd(QZa{(mpr;HQ4VI
zP2>z_Eji+3OoXnV>AaNbU~Y8+Ejlc+++qlA;Wi%^@GEKD-(c4?B?`_hSWhEZMT~~%
z<ld&-FZP=um`gg|G*~tVJ-4{Gy9&c82b`DQ77O+cY!Nurm^6!!^|>y~=H_-?c<KGn
zuYvOeLl=Jk<`fiAYt{Oa<&#+*q*eb!Lg{g?CgJm^g?`<G`FlzwT6K%-dnwk90c(G%
zt!b|lC#eVWlgEANsiW4ub=uZzG!4+Rsp}Qkll2|o$H4kz{|Ei3=QVxngFJn0(VF_h
zNb7iQ5l#P9fFyX)*LkZw2>X*`IgNWqXFTeuz^gO^DJv1Y@<2QA>7UcoJ#`<>XzNT3
z))aXLtR}&K@fm)sM0niSaifq$!^y}aTT}5;jZ@8&Cw{Horm$I3ad>kVmB^ePo>wfE
zd&(GKQbAxLuvVl}-cDY%a<ygpFSAV87eLj%>t&k$Bss$?S)hy}ny01oS?*Gm3L6zK
z!P<nOi8}buA)mq+C}fF&>T?{i80r-u2?!TSxq?4$e27!Y?P1V4i7*NcdpADJ(uS0w
z;uC=Xu8X`9TspWlNEaMQ^7adg&zMN3fwlmCc0CMTN(XI5U}xbE!weqgp25KN=wVRs
z3g-3^5YniO#7G5OG26DlZZh*C2DNN<AaQ6LakLfCLPG;yMEjd3ZIjZMa-)G@EW(l@
zgqqa<GP^%5JB%i(*NfGKnd`%vhgmQv&$~}K@ita5)|ZP^cQtW4_{OFWnm~HCu~6F{
zu#ylpV?eT2CLbry;+MVe2Akfzsq1%B*MsARb32Xng^K4sB#pOz2{8DV2Nt92hR`b5
zVDHMn`AhZjxEFFQ7*?rpXL)PrDG+F^|85|^KV-zh)$ttEHEHMVYs)vUiI<dLTRoDl
z9kd88%R|hy){asue%CrlKe=J<kR$ygn1>9}O@GXMlUYfAAc5C*t#zh8GAi>BawiO(
zFBLkRiGqGX3g(9tiq}iFY8q=n>rTOISz+pII$$9<M3@8?CPfGtV44#OL~oEqOZSP;
zO^7l;wgC-TH-hyd(C6f-GMwPiTS$eS@Q0z8!#wmRzSPn>NoEV#8&AOO$Q#ljM<gD3
z7sHCzW-0GZzxjzD2xG^uTt;D&1_NVUE=hdJM*UEi|DbM+YOHz|x_=#XLsnbvljype
ztq2Y?+DgXyS4a9^fCUa6*Zn#CdOPsqYaot=8KDSk{aM`qv%K?X`SAB-6yn3pd<=sQ
z;O~5H@#?F^EA^`wN4Zol-pf&OZ$>AIMVMuRSJOjQ@8&jzOCjz;MN2S@+S<CwVu;iz
z_C+i|THz(1T8dDm=mmd!{Uxj0!wW*^!f{{|p(gWm|J-vA^E4^OdR@=E2JOw3&$uYw
z`0beWuv2R)HK^?3hS$~RmsR;6girs`U?MJk2z;2k4;Oz{l2C02YxCy4g~Jes`&j~9
z@Ebk+-5E*^9@h>UFHY?AUh9Kbg#37Na<F)eb`=ONbzExw)QYTrra7*)?fDHrBKqi6
zzS<`Hxygj*brL@`^k4ZU$ZZH&PG0aO&Fz0K8`IT3*QyrZV0y6s{d%)n4LhT4(j7j9
zQxV@uo(sfhNYUfV`#ohLrv%aK6NtT2Z5MHU5jvfYhBJ_dK{h?DTrMIVWh<bF1tOPL
ze=q!o7HdPp<IPVa#0(5tC8-yF^B6GRaAE6pI_@VekQO$6E|7>vf+s$Ijvtlm{kA%N
zXXQg)9&}b9E$VSdjji5iHdRkstqTL*ZZ*p*o}61qS@XPG{KYSSVk@!O$*qQ`3B2!Y
z1oZwORlJ)N#{h^hC75w!Yt`P<1HoY?M^pgqWN7{A*dTTlPxm|^cLcFKIY7Dvdiw7`
zX3;q9aSf;}>KY7+im^Oi)EcgvIhiosSj+VH`!=jGrav{Q4$k7h$V{f9{oPJE*-|}u
zxO5K=oYZY2za2>C#piPy_{3kZ7IgcnKH%^8#`bXyQ4~cMi6PX)(1_wFw$~lGi16?2
z=e^mTI_@Su^A_S;nY`Gq`ezI~F>+~Oe8AH5&+Xgyt&J_Rv+iZS%6^@hnTE>Y;1ovl
zv$G5FP5)b)S(sgNc5;+0L#6YVs17Ri|Bg~P1TEfkZjM99$|fNN1kzVl1XljpEQkki
zlcMhKPV-$<WGuOFXxIvQ1Yfs6U+kCAV9=WkY0b3`<X`A9)_hPZp5@uxQ_sMqy&o`B
z(G3G`uf%}!^w*R@>_<YFR^*xAXFao+tYB?9|IoKQp^WGoFDax8>FA}<5kH#tciQ^_
zl5*W~?GR|^TTV&vYu|S4uHO_Lr*A{%Vig!&!)UZqc&{xPvaFjX@_)!{!}e?Qt*Wt}
z(qRaVQDdYLPooT!#gQ(0B0~w9Zv+Dj<yVqI2Sr<#@Et!%*X&POwu$h36E3@^_9(-<
z`}};Q%V>oHtQBCMw&fyu?kAk9<q&U3Hx51hDe!!?ZCTNLdF7r?z&}dy{*F%;Z~9mH
zs)PG0{56^im1>IRYFb~_E_ywDv^zVvS^K{ESIWtmGe-%}4unMXz#v&v-Ek7mb*(td
zr6kk+tgxHZ(ueQv@<yNJ6Xg5iI{R3!8EqxR`7y<n@35rQkSx?FX`=z34CvEPdwEvJ
zd8E-k@(sA<C$6Qp36RrYo*?BMXfS>v5!#Y+8waSbXSm>q_GYomsTLffW$~2`2;EHK
zj~U`bLto!(K0Y`6{J!sc|Je8H+auoL%ZAb7!;=^}VeA6N?2P#H3T8>3F@y^l=?DTx
zQ@Ur2{8MBd(P>CufjR%YdeKFdn$s$8F3440(qctG*WKRg?!D7PI<++;;@@i)g&Aha
zT$wu8Gk#lN8Y8{Ee+wuU&7&=N1#p3OVEy}DhpUwLL(Em+{OEXKzgZYJ>JMYaXExi<
zNSOz3DC%spq{0sot~)>(=H;Up12?PMJ~$nn`ki<FjKI~zKUWif&kVCr7T}5$G2V2v
zFR$aebl12^YS|Zzn@ATL5t=G_Xd6CF`nj7rQ|U}bmKuz}$y%ZxmE_*YO4h)(BCzeq
z-=h6gz*msciZrH$waN#Ndmcue*+Q;&Z^qqn(r^w1rWG!GmtOWPeOg`p^b4L2lnaxp
zAvJ1ChxGWU;<e9IVnV}oIvO0gpsX-yCrc$uBa}RhQ4eI8A`_#G7toPnNDj&jZyPqI
z;hX}4C<E4bzZ8tENn=UdhMTg$IiJ++Jy7W=1kh9uAaSs=Mjh#DEiGp(FKb`h+r941
zHuO(`?;oGQG9Uj6pAM_xt`F<ORIl?GKmq}5SgKY?XPv3ew*KK43FO@W4!NYRmcn84
zwYEd}lk>N6NycDNo;$I6xA`bMh)hEBsV18&2wcR5Cpt2cKUQ0g%#M($VzQG3k{H}v
z+#H=QpF|9sob%;)niZuc+xDA_G+85<7Q~ktw2~I^Fa3Dg0_x0yuhgBnJ1cela%Q1p
zexX@xp-*(-b(KBjif>dK*6?ho@fUgCVROW)^dV}DxsmNnrpL29=5P-)$x>-EM=@@T
zF1Q}lTF11TSBZUEpFQC_ihEO!A`uX5B4_;qpWMUixTTjCY{F>$qL=sW^EcaiXEm=W
zTBmkb8}g){Vd+j*C{%t5{-vwcCPDPz=(9$Dvo^v+K31Mmi<L<B;3E2<qHU$4^Q0M@
zCA?5NIT5Hv=|C+B8`0aI2o!s^rhu?fBx)4pHvks3h5{^)nr17HcG1TQ;^v^6|G$p`
zx3oXv!OiBJ&k>YII*rn1s7Q4wPlOs=OE3HcIAP#pv@<NS499%}vHl%aQryS8v<3T`
z#7zS+LEqOGyc>6a?ivB#wA9koMuD5zn!?zG3O*WV=eCE|aA1w^ZmNOv#<2<w!EX}5
zf8=sHu$>LINfRK6p{!K~X;GBdDzR>ia0vjM5mdp-rhkN_9^1Lw7DHD04u2eLU;^XD
zRy@x?_4b=#%TrrEa&UCxDp@NerJ9ED9#?#QzSh@_Vmo;_Z37(Vn|deCQ!b_wEa{~J
z*f6o&9r>b5<oBH0P&*j*P$sm<l?ID{Y$8O|{(5fCz@~p*a|M0-FMQ!)q|n!yNpg$G
z%$+;{GEAFX5Oqn(g@!jcj+kHyd3QbjqNhVtKL7+Z7P5%87$C=YlV$Rw{2%RL2$vUT
zPT2k}nV*z@r0tpb_R>2jyxT_J!OALpwLZ29m-^W#MxVxMM}6i~VnNgHu_1H8t>40u
zo$fj!UzP-%mkvn9H~YUxwY}PvJ^YgTgit}@9k&(R=NtURfk-3RY{j<}L}}hi-4H!S
z+}h`S@l+t{!;ec^wb+7NuRez|lmzHe1oOtW53YPSnmL~+b&*c~_UE&j+cW;qyr+Qf
z*%&1spH}7)PY4rpj>b7VV?vGpyeS6RKq5U6KF#VrS|%t>MjbNAQ}VvWb-YVfbk)~a
zp9@tw;rC>PLuA+X)YWxDLM&7Ew5o=F-ggi9X?wkP8CWK&adh`a_bKbK>g7Ep`1&Qk
z{cj#t^pl1^w6(w0^pl+fVCktP;cz*tB=j*ou_-u)HdCE*vQ?cEvNtAA`}fD1`VGjT
zZ)!TET8ADjW9dtOtwWAB7m*tw0SCQK)mn#hSs96w!Se-w?gt-62%;Nn{0}HB)g?J0
zgyq4p*GBb^X`M3fkd5AU8#@NR_cdyK9!@R%2wLdd7-l$}8D8C_mAOk1Qe8^YoTY?|
zrG<*RH{|=)WPYs4_AH<6AqK*w0>X;nh*J3QgE{<V71sLPEC9QtdnF52<nD-;i7MrZ
za;BqaR}}4B=A*5135E=GRHYp)N_n78qQz2R=AOVZWJkU$pW0PG6@Bp^1$Mc}=rJPR
zV^fZKTbenXEhpKg6yRBG>M;GB`Zm*K7BMs+Z&-fLaY-n-s<KR&-h@na?s_GEhlitY
zQ{YPu7C-6JARiR0(Rh@hKxX_W77!6O!^D;5KTz>{MMkw=^sqzGsj-Vw20Wt_a#na$
zn0`z?!$C5pPtlW$9pI#l1v$r4QIoGYAlrE|m&!E6*-!8Sf6;&<Nk(!%Cvuw*YqU4<
zcOsjVyQ|d(>lA?5FT4oXb--h+Z^H#sq~&ofT6@w&b44a!=$_#1{55*tI#TgQHzPUd
zNja78)qE@;9(~^KZZI2x7e4_OX(8h6)nMXuiBDn9=hVNk$M7tl?mx9ne1ahhb}~L9
z@ywxiyW_5(mT2eAh?Q62v38bHM;-!GTi49i-^Z?|IHsMs@+&dIHw-{`XJSo_Uc3>O
zxpFZ%CuUnz!<X=&JA1b?>;24F3O<)YY(-ieqh=Yika&e^aEBSrKB5WV)O6|TL|D@V
zMuHqF)en-@RcL$4AJlxK(Pk6UTk9!+@QvPuU)+NM!pbU}F1??3Zk%^+0KIzU7w;<b
zGMm>LlSB{Fm4b&K!mW>e(RC{5vD+RQw>?}8S=xRubLm#Rc1(HgDBfl|zz~JZF2azp
zm{3pN-~IkEE}9Y-axwLv{)L3$)PN4-3L?_UGL`p`G=$n%z?5__B&uVpr9F6O(Lz_O
z9zz+YNnkh=lp89FI^Amw1(iuWf1!5uN@g4Cto|+L$2>1D#!25heL)0huL_%gRQ(iu
zU^{$4iMb{361hyg|Gi9St;X<MRjxV=qqruipx&S$<eMF}Lt9${dhIm4_YGrDA*tIj
zT8F)DXuNZc@>7Gw{($S-hRkI(%ylcN>*`k7!Ig@8x;{r07x>@(EAPGFVC~!$C5E_y
zarbV<uoi_C1q2k$y!^TFM{?8#+R?MTUi}~tr&WI;LYt~EvBUU1!*s&K=%60SjS@Uw
z@7<foB8kNigEHV79>QOnd=6<<Gsk13jpySNTJ`b#wG|N#i%VHq1=W5Dllj{JwRe?Z
zyQ4{3+VQcfrkcX>^z^w$aLEe)Q-CpSM3sf&DIYCp4@x;__+a=M8*(2v4eq8`%|y7?
z!@_}K2a9boW3fmLYlG6aE)v^`hx<~Hec{30LuI70!hikH{j|34yz+_F08A$%%SYih
z$cEonFG-aCv<!)Ya_bV<e6?9|E1yp(-Vyj{DNy97(<fBi#K`YnA8WFSRMj8L7K|8z
zE!}4b3Y$k_hx;KkP&)tpoPR;~B2+y6dglVsuj*7oll|_{`qo(8nf28)t4Y-mKYDZ!
zTy@eqHHb_hwOXptOY2LSq%rR3%%%{V^`XWQ%OEGM;Y)k8-lqq?@lAEY+-;VY2JY_s
z`Y^yt_Q0)P{STaZcAjlQ{<>eNNAcgN?^TO9?f7adL6=7LD+s7m4ErtAYn&GAA9gB^
zN%y4PM3Ps3MLvEo3;kI`)#`ZF^Vjpds*{K;jiaE2z@rE1bsg!JM=t-=yJQ67Vn292
zxvHeZ^6Tc4<dlKGf0OO<^ILVoPeK|lO;}~xLZe?Ay4u>=ee@_ILBS^x2??JQsuHRS
zU%iT!>;gW%N5#%}MpSRx3qmgH>RVzqH+e0$!$v_5guC>f(OIEmVD3b1?HLH~C>1v)
zjC0TIgm2%M@HYY#V5ZS0y;#o@GX1U~y^}U`85+KWEG0t04^ZM`l3p2U2HkS6Wp-G*
zl3G<;k)^xzECQgcWcDNMcle5O=S&@{U?d^3rZJuTtYKQ~?c7&a_BKu`!~{TbHM%#!
zk9EbtUKUETNw?cX*J5B<F|dhF*hwd>wJ2)Ogr)E&>73oEr*=roc68ZQ&4m|UEwU$f
zHa=F+YI${-<qck((|dhCPTu;;r^e)8o^OlhV=MRU0>;{l_v3uBUIS?5%Yp1Z>wSK{
z`vUy;()ldY1?m))d;=cr&hBoGEH|5)Le5A6=D=l5g~2Lbgf8LNe)iGzd%p!oyS`<_
z!dJXBWRwK1a>}q2#FgU}O+z?2#>MP}z%8FNb@Xn~9{5iF`!o^Xk5v=!5<NkNiN#Cw
zcD(BCxGmQ)q}=<4-psTK0oWDlEYp8dy(;HjkTz3f|CrUBi|BSW3dYnfD)u<lLP+$v
zF__)n1p*bDY}R^?is3SUr>wfjiZquB@7!PDiZnL~^Shjzs61Q^JXkqq&2QXfpN(ri
zg_F}7hV!l5<DYGp7_5^Xd?!6vt<K7=E6gQKjwL83d<UkD1b7ET(6Lali}~^w9!XvD
zRhF?;e0>}D#!dSBFf%u5-Wc?}u1?Xz!%Qol9L5|Y&UX4+`jtE|7|>zNz~*5cjLsf4
z<CaLrQ&&%(;V@(s+-J7$dc8VQ)1>>Zp$t@p0%c>ZO0yQX?1!J`He0`Ul>cRW8-`98
zQarTH<M?*Ja})n~sJDf+b3c4nmhyfl;Cn^w(=c>l`Ckw=-l+o|%6B<VB>X)3`}32q
zOVj_JA=kp>(T&LGAhu06roB(V=oa&KF#{FnTbW16i+q8_9orETT|~B!BmIEy51-C5
zOLB-suYUTw_Q`(jqy6f~0=G}>*kRAZX2roPEjJob;e@b<yb|%j2vj=7GPP_TS=imp
zQbi%QBaNX%TC?DPo+=BFb_)ew!kvXIM-nd?Q!)F>yaD|v*vzR`LBk!$SprIj0=d@c
zseGYYwRs!va+hY~%zD_YGes7fi});3U%_aX|Do=_L7#;|pP|8&@faC5W^6qc7MEQG
zV$5h)D8lT<@A82`B^QY}8+PcYFa^a6?@;0Y2*4Yo0=su+(QUw=Ag0J`0u$x9qN{WD
z=OZvk2rzDN)3m{hN;KkFX=S83LPjQLoL~XT+r`QV%FLqA+0tNpNHHgtyo%bWxc9X`
z0+r11N~$5I$a|(n_mt3XPY7;t7+KrYLa8gJLLbgvPC7se_`+6v^<=0K(ueTlD~<O~
zPrZ6}{WRL{p0;Qt`Rldcv4vdcBFSEkhp%on>Pj0U-apM{*0Cb<@*>(O;K$jx%&W=b
zC?}S-kKw3yJLew;KbF?TT;WET!g$_;ceu<dZV~S=bN=EYK2)4ie(Isa)dq|o#oJR-
z`I4O*O}P4`Zni5}MM(qlVYH~U0&j#%WIuA+mMSV87%ClTBkF9dySZDRwiLL9QO`!{
zU^H)47KMA7<y9ysKgSi>2;CYK^+kzv@GwQHb0BEyS2>sn!jU?N|G2}VI|_MU0Fw&?
zrkS7VE+>&jEcu#U@~GSVf({)6*io1wKZ3y>X!~aQOWko_8Cq}D-Hu?aHv=KGdn12x
z+%=k@V<MpA*mvHL(daaU^5F;kx=0c0%724gU)EQ(gLYROEKgyR9y#i6bb&RZ)tI5J
zNAQKQme40l$=~d|SJFu%+=**4yI69z<f=!Pf$dZZ_1rYuC_QyYe$Zc9Li0k@-U;`Q
zd6~)jKJ#xE{Ia_>J3Z(W7l&9Z%Sdb<)l2kqegA3h^0tbjQ=Y2j+josBgeq24X7;%o
zu~)QoLowzNxi#ZWvx0{&(B-F@V$d({=}ltE*b~1wG*=_H*VHR+YuGXDCW3eZ%vF$;
zu?k<1b2V%~iY)$f-`t*sYo<pw|JCe1kM^a({C*t1(RGjIA<iyOk+H_D<m~cf;>n(^
zxsUDn*8$4qquQaPXM<z|CO6yM_H!(DzHhq7;jq8gs3m*I&A()i8b$i%Ct0*iP-8OT
z3bm?=E}58l=90k36xTlYPi!V3tf1r^(U>+6<wmsm&)kUPgG(JBcWP$dHiWc)>xj+4
z9GKsv;7zs)vpr{iFKE+*+A{(N`fkzAMjgV{!T4S*0}%rXj0Mrj_0DfLa@!t`D)*ml
zqrll@!`LJuaYYfn7H}w-3SrwrhWiWxW&-DBmu0@CC4r?SzDF);%gc8K1a&C*q7SC}
z7RGM3yPWS)*7H99%8<;#R{mX}h$HXUY^JE@&`-8q=zEk;C5=|J*2E3!%o)E%z!+w&
zdH72nd-SUWOZ(-ab+V$GL!0@NbMg(ak`bB?cdZHg-#40qcQb&Hv0nwp*pO0cdlphF
zfZkx>(X_R>hYmh$UEFA@^xmMv0UYcTN?V5acKi1bg&pu_>ufe9u1+O;OzX*`owlu!
z=TYAqCnDA|>I76OZzcS>Op<0flGzUY;T8C1<lgB!{cHXAlG*;s2EHMSDtJX9mp=u(
z@4=wUQ>225elYCg=J4tdLvd7q;VCv1`;grFXB!!Yj%{s-ZPmQm!UV_|D7Fd(FaTxp
zz&ZlahoGT#7RV(QuqHFuCPEq^fzlhqPFJ!Zd$D9juNVfurKssHw8hReA`97F^-kPd
z>rL&*PlnKGD!%GW76D{`cAVuzR74MSZ4-}`B6z~-xGl&ltS1dr_#(PL;-1zZ_602H
zHDl0A#(*o3OIN^~cNNyabNKAn_Sw~(oalF&=yz6%`(P$0P{%JsHd&hF)+wj5HpT3c
zwn<-ylM359_XjPKkg44gVW=gvCrwY+?V7XMErn^)b_~NciTDPD6pV^mHy2tl<(f4^
z%>jEKbf{L_Wb9#G3m2;+t+`sdrHQBO?oVu_4ZYR$h?M`rZD2QR8ZF(7ojcdh9P_pQ
zuTMZZb4-Vh1nPP_Z~9faDuqE}I4RCE!3w35L{8&PkL^?C0Vt%iouufNojsV7%gzn+
zc}>gbKKaUjEiSM8%zx1ub(zGXV8EQ5z$1y4(WQDSoH;cI8Pr<6A$};zwAC6c6yLC!
zm9U%6`mP5l*Lp6LoX1Vu4+-^cKv|F7x6aVA&IrX?Mxu1JSz#9kSQ%{%pvg?q=(!WT
zLKytrBu-%Q{wz8SXEOuofX(A`pYV3V`M9+ut-TL5e1SoPIF%u6B|DI6)B^uC>jrzc
zU-f8PANF%P3L1V07?6LXRJ~T@K6l6=oQb9H55BnU`nfWDyEFN^u<S+7@GhZsLee7|
zGQ#Tt3-{=^FD<{`cTbpHq2h@Jj*Shehj6AbFh~!joNRaIaalpl@a0>pF=roh>Abno
za`TLBZCvV&=Axa_&pVawo8_X+Emb4D(RMb%x*EYgy4t&uHTzL5YOH;Eh8xeNa(?nn
zm8ms7h0@=@30oe_Wm|4G#FV#G&*{4N#f{!URn#f?dYFvUW)C9<+FBhi8_3*DFn@c=
zG9~n@+|D_U7)>2aY>Cf{$t5{LUdhqh=C9~@<p%YkqYj5}8K(DGiK)xBUBEo?HBn+N
zFuK9kQ2hW1mtVb?{m(Lc!+KKL({E>bLKg2=eQIJth4qePZAA#5SI{xy0Xzb&HGG~~
z8%BiM*#-2?O*H&E*zXx1YXZHq0n{GD5l9T8yOF>9zCf2?ze@jk9zVYuvKvV-t;lRr
zP@O_)Gi(!b>rz;NKS3!S-hV1gXfjRk4KW)|!7a90R-CAUu-&`b^X>mkCrWPkYLET5
z(m@KCBlf1Ey3jV;?an{q#C!UX&A=_>qOby<$Nzr0UfjNZMXdomCK1<Qc1zo8`9oui
zijLKC3308x@lmIv*H^?MkW#8{S2VL?{MXFiK(q>1X(i}hd+OI)gRyM12YnJcOWH8<
zqccQXyDkNoEufDk#|Qm5f6;q~nh*Tq$4A?bNDb5I2kXL_r)jn#Owf3;S|!YDqko}}
zCF4Dz=7}e*mq^h#R-K$w4GP-m{xtCmy_){Q9Muog=4$Kzm%(VAwLzchXhe7K2NMea
zwJ-Pb7OH3GxE4U|9#*o4>j9=Z0LGL(H%0mIMr&&gW(yWy)UXJ7P<qs6b28JsZ~_t5
zIIdd^3R3m<eO6t`I`rGe>~`e~u0IQlW^)cN9o{UylXN<L`b|fBn_grTjB*?h^tJAy
zhT8Dm76hvjCte%^!G~N5xp!|9*-y=7`%m2ZXlfeu$KS!{ChT^r8N2A_G&iFDRC9st
z%HfJ$+!1_pt=?(yR<_A}OOQTyukA_1DqpU&CxUyEm9Jf2w_HA6qlGzWsC4J*ey}Yq
zDxJZ=Cig8#&^F=mcVFq3=$SiTRJSVQK3z#AcB!K6%K}T=O|y5J9@E-WMg>KbCc%r=
z457Jqj(r_oi@v6+P$O{sv1Fz1!z{#P5@(_oSJMvC=vanwC~P$3e0EAUYVmx{(I^(S
zU`j`vAU|5#7`94-%kn88f5<Dnk2SBxNx-Ek6D<?1gdEqOd+f7<7E36yKlOox9$>ZZ
zkF{U`=LweO@|M}4YHhdzl29=)3~IKfb%@DeH6@|;4Zx?Utz|sXDxLPS*t+><_pa;6
zO|RcCKOV`zdg9t;d9PT?-KxA-v|KYh?DPJUUzyAF6?*@`X6L}+@W9;g%jL56hr7td
z!sr`DY?%&JJnwBBYt{O?$K=nk(%QNQRRwnWZykz6o9fg*)M~!{s#YbTdQM{kd-l7y
z^w4>Qfl;Mvt3o#J8*X-M4_M;?LZ=kytDhgi3trNiM>@Nh?3|gli5(-xI$h`&d)Qop
zf}hfPKUE?-UmG@+NI)H>vYecY1o7nC<VoE!WQuf@U~MTa(+Asn7%=H3SBP^U{1&~D
z=I6pUefzeEkNHF>q1jQiB1|j<q+|0&Tk9>K2V(WWR!3o8jgfr?lqZ48tT(ur$ryAS
z8WF_+13|%oqG7m0Rb579eVB?K{7V~Sb$gVzM5NE@sDnb?Q(>H);p}`*e^I_yL_OST
z=eK-w=M7lQ$y{$eyO?@n0V0YkBmj=I!g41|8>s$i?+dwvrQ(J`)9PUZL>ule#}?8Y
zE|}VhNBF;28Lm<8XV_5$QbDvIx9I^udJFH;{?PDh`}>7hr;IKTHj{yBj7*V_O&sI`
zs7ol-vs8?Z3z%#iuu2UE*~^zw@-QJmp`%sQ%ASC;PcB{-EawEGe$G_PN-ElaLxl3(
zcq;JbP*k)Y-f7@!7<A3}s)LRF|2R7Dc&Z-%k8|(k-mH7crtU=~^NR2h?zJK#dt{G7
z%HH$3*1gC`8AVnlsqB@JnItnp*|PWMa=E|r{r%&Qi_7DlbMHCt*ZcK)zUpz|#h&g&
z{aYIb9d-0O;7!YGo(ipV9G`IAyMDBk)YYY|EjRcg{Ks1|AAXh~fBU0_)kjyWkHS13
zwRl8}NNw8xMa;S(<;js34!_CtqyMvG{O_*9ey*bjsz3&jqf-nP#94#mJ7seDrQ&ws
z03_kk3rv=iqATk;U?{*o!%Lq)YsqcwKY;=Y#<4`kr!l8-OChw*4X46LKdkZ!_qzSh
z;)2>zJo{6t-^0Vd-Vgo$wOsh-vp&B*%0Oj>%RUv$nGM3DWu&Crvv{(z%H$mG*c(vn
zY0u%;*qtBH(Xzn!@CXYiUv(-Bk1eNDZD&*YbOisn5X}Orpi}LB39F3HZyz;syv{tK
zqn_;e?77y;1BbZ>9$Qb`mYzIWb97xR@tiMuJYV3n_Rf9j{llxp51C7DB#f|rca6lA
z>yB36BV0iBCal+xBbz#-e{_Ct{LCi<=97}}cO~KJtzTbxn#Wc=jHUy@)MHy4a!#St
z0V=|YIYfgRv4>H-Afbn>&sgcM(UfF`ncmF>+_Z5(`~g9frkQ8JL((Kt-+o9KHq}@K
zCCcD~UzOZ%XcbF}fAos#d5@glTsDHHLKzR2N?zvq{tOi}%cZgZw9teB@HbG!%sR9O
z#T6)aAabd(uve(u2-KwxJ`=3^3TgKs?5+i@O&At~&}EL1eS{zMF&y&ga#c_X;!aj%
zgu?7PayygD9Da_K&waGo|NR-VmT`@xO@U~UFBH|y&BqCAYXHb5H$i-@4qST|ZK)^F
zB9LmUDc0TwtcKzwqn42`REcHV$QOwqE`QV#{vTqd6Vr`ku=CBnBHnkUFJlH+%ry<A
zG+y`NDHl#z-#dAgBq7|L!B!t=)`K)RA2(C1ZD|Llp&|vd!KzRqMVbs2TiGA~WIbtD
z5ux{yw!UshAmW6cMEKrvBONULaVNUH5IwxtcdpCjtd?P)CH?XkCaOs5Wf&)6c2kpz
zHGpCsk!Z$3Y$4+8-H<Ox(7(l~>k_G4C_G^47LAC)T}PJg!6!M00%&5~{EMilF#ArB
zS)h-@0m!$P(6mW&t;3Dd+B=lWIAX8^Ul7?TjuiZso*4O9No!%I<x_oA{n}t^yPDPy
zmoMMN-T41>=sSd`D&>*h8Q1q*_Q(rWESpTFuzX!TQc(1|p2)4w_NHB(jcMzL5?u6;
zp6#J*>aC(+<zNo0A4!;R$)v!sQ>zH*MN{6z@RhpYl7G^;SWnP@$p<mFJ0dhDAG5_q
z-vgqG`B5kcC=bn+TRD#L@`-NkM#}%W4BO9q78){lp)NAXbgWxUWY6_-*s|1?WA#jE
z1nXC{okB^YH)$~_JobM_$u;~yA((=qS_Z%rJy5;R{+tM=!F?=nxr?VyL}k&z>{%MP
zE#njvx<VS(5B+rgYQEh$Jz5f)mQ4%7ZKri+ZB@35D}5g5*PoUz-%P5~%qYt{+aQcx
ztWIT82F?M9{(L{O4ftyo7i;eWTTV&Qz);kIxmX)AZ@E}#i8%a$Bkw(@94Dqw4qcEG
z9Oh!B&Q6j1`~5NQVrVaAd+L;Y6pCy)KGO7TKAL+x({j9*w8$X=jtJWB`A{c$g|I|0
z9}o+pEKGCcljd4Se>N^-m2>{w^mn^FPv|fP8(fsXY4QL1#-r$q<0mFsEA&MH4_VDy
zNJi0*y&x(d0lN2S8Qcxs2(w=VmlG6Z;MR@~dm2}E;Wdv8Z{64+(*r)OU#@nKUcgTX
zh3J8H12_utmIfq>LSWQShxQ1C_GO@z0IFZJ(0@EA6BT=Ab%#{B-WK~)WN|R|C~}W)
zY(U(_lmwoIN>r0o`Z41!^%E`)w;u#kMR@fb#^G6Y|7WMl)u5KSs<Few8idr2gi4cC
zhcK<Z^b9X#Q!k(ga24BM*Z~$-ODu(|Lo%P-c4KT<iUS5QM10xdixEV~(}UyeAoXm}
z`JKc)ubGnK$iG?nr}cx*^T>vqEW-E|-4suqc=vk=9z=LqJktjVFap_eFKG%eMptlr
z{l=#pyTb^eJOWeUAJ4%ix?0gncPY{O8d;Jfb))LEBNgXx@k<Vy@pD(=9|*fU)_<b#
ziMz=N&`x(tzrNhUe2TQ7l)t|jius51Nf}wZ^5&vInPQ^W_A)N2Y7Y_>MPRQ+Z~}|R
zoM9u7(R`Tk(0}!2;7i?v2D0?6;P)jy_skw#k<`OjriIj_Nd_wOZA~%JUv_2azw8ob
zJ96s7Uk(|ZmERVRlEK7y=rK&^Amla49l9@$AH*!nA7Ek{l49x^Iu7X246|IID`((x
zP~lk0Db#8WNekM5f_Z7dSL`KdyP@@*dKl}gmF*aaK&U;-%B0$5>>Zo#mxO?F>OK4g
z)NTb={%F6#j9BI`3So^&F_pd~49vH-X$tyA)c8L5wO&?+$D<f5O^mM&!UP*s9Tx;h
zdPhJa5C);ls*t0lmyvW=K9^J4hAIayogoumf6k{AbaI`mRRDG<K=;H9A}9v)F_0)T
ztV!ej(fa$N4OYKHEbvjq$CVyCaRr=Dqg?j`QIPg`*E>H;_Bx^3>0zB-)dQ}dwu72x
z9vHQn(A8p}=)zxKk4D!n-r4F-nKngK5fDVM;4b~Uc+H;YDW*lapYGi@&Gs%*PGo2o
zws;bIgY(zA&EmkZS+l&s*`C2a(Kq5{detpbe=ZrLJ??=c?9ah3anx6-<U4Qkgv?}b
zHr7;ZGd(D!^cUe5`@lb~XfrQG<nK}IKO%uw0Yf%$eP<X4uOquw*2sIgH(uh#F`*Qy
zOHZ(NZC`<)djI5vbT~(4=;`#<>RG7smQzIs!~a-DURmF2<0pLZz8QgD4z3VusvYo+
z;MCu@seJPLsf#-jTFteW!_g-Wh2XzeTNU%8fS_s*vdhwr`%#2L@opDZiJ>X7pYW};
z=cf%@=Iy%;BC~3dh(sk*-H?y$e-vQjRIJ`yzl{Aqyx%kOWCM0-g23#*#syL#cN{)r
zFCshe_8=R+Vtz9&0@_CR|19_`;ZCL7eZdU7@NiF0t{~5|9jMsNXQtTJy5rf&^H|au
zefE}v?2J<VBQEKb6YBF0US~?z?K9`?jVZ5CxG6ByNRg(K;{)qbTAJM%8c@@dH_4~Y
zC<I_;v(4QMepHmrLR_{0dHa8Q^yt%WkL$mA*N%s2I&Thjy%2GQIL=}PDTBZV<)m4I
z<=ld4@$+!ssVQUk&mD}1N~Ua|f6bppHTC3(J#r3Far3!nq#6>YtNI{F-3uF8mYGTT
znE1T;Gh<U||K!NX`1trB0v3}iaS9dJV`R(<F8F$n(YC1o7s(L{!L-J4|8aV!u3~JH
zPvdY72rX1WR7X^hsBdt4wjDO+V|G3ts?>eB8<ofcEGCQso}#25VzA--A0nwh)MKaF
zB<QaP-CyY=C+flz7%!wtX3!!heH78A4f7-Y)SA$SD9YG>f)8P?oTEkb`iaP^R@A%4
z3rH`^?{)i!K0DD<vqhl*e@=Aons|P>THRW^{<xCKk;N(d)s79@<$v1~mU-bNXJq&a
za^V`lYbo8qdnno}8?f?iBioZp{#DbPAh?;oKN=B8mR9+n%<TiXHNDl9c+UaBeH>J9
z*_+6RV1_aZFmY>2WZf|Yd3P$z6|3!C8ao)a{j+?&FA3!kkJTyD%(T(_WT{<d)#Gk0
z=GtH}8CLM=(9x8~3@dXi7I0v<dc~TX*Ooh$jyNQ0?38HyCKK?}9m3DQe-BN08X(RP
zxPg2!Aw5|6rp#L>aI>qw<iqH%xuU}9zd55l)s~M`A4NRyaJJV@F!#&xHF%q3p4BNh
z*gpMzq-%<kD*7gcs@*~Se+p`D7jO+krwbsQRqcEWTE3tMRbh~*YOGefxVXUQ&u^aC
zyGFT-Az+$kkn4nN94JKp2M>wWs}fwfrT1-hnbm;^&DT70d<zE_=E&ES07eVqua(by
zhaB7n1>J}YNc)9_1CNW?*Q*u7HBoCf@Kj*nP@7;6sNj*zoG-oq{RiY>vfsY6(y6M;
ze7G$(&_+jGBZC3QSt+LoY6ZqnPB)9}_cu|)1K_dZNQ;ff79dI_J}FKx84CoIzroKB
zGtbr}f23ntg&FH>jL~LqzL4+3W(h@=m;aY}p}uYhOe7N4#f2w)IJ^5-=Lu;~qL4Qc
zn1y#9KXhIX=;ij^%lVOz*OQPPQzj@7AR`_EDG^T-faV*b`51Q8%%5m!>Uvq3*h?Fv
zqGuWqd9Up6lfVqGVj47Hv(TVpYCrVSS$+FGg%g4p{5^x*cNz0DR+q+W*C*7Wt`X&F
z9dJNse_GyE!7=x7M=h1}f2g>V=l#&)@cdor?-x)`Jl+`X+UvmEm4J?g>+VO>_;AAx
z5+ZRs%<;{9j+bJh5xsFnKqn#SCldXZtO8jCSeU$e;v0YFILz({v2+~rg9Yf7)TEWb
z##dV5A?r2%Nj3gYtNj?}uE@P=2zk}ez>QG4LKM2}uBY^rUEPj{6$pc^a62A6MV|ux
zDZ&j-EUGvPZRtr{0BP?WX=g36&!TI?*z3kFIjhpM@Z}c9mZL690cm*@-heZvq8;-o
z33-i0r+fH<Q0FATJi$VlMX~>v5R=T#p6tAoEL4=-Rdg>-Na9qev|)Y9Pgk)<FTA=J
zR4t}j9W(c;&{a?BX{*++>U+bLKlm^B>^e$QPY6c02tKz6bhilFrUVgFf*U@ZF|VsM
zPT$F@ukORVl@oJJYY92tum&Wg;&`_Sq6$+Gd!zolGV86@@5)pW82*|*>WAPDX06J*
zm5_{=pq~t;cZ*7djqRVc$qgW~9;UV4p`Bq(lW2Xrt7k+K%15P<)}NoOUnX_MD>_9Y
zT={~!ycOSA<T8W#T2*(Fykuze@Cb*n4uh}M5c!xK;vn2eg<0hzA35msYgo7e;#$MB
zA~89WPMW#HhK3c=WvcNr7CPj&^hjY>DmhFKO5J6f|LFQ)Ih!lM+o2!fGmG-i$VX)<
z0C2=sBKj#2v1`hwg@Tl@gPgH(jx;e;BB%%Ah!@x$lKftlyJG7rI|k2(BSEjU+X=64
zxJ#hPs(;AzOc-=eR3YeHENv&J{W^$+_<Io!I$@o<EilaBVEQca*PD6KfdzmcLP?$&
zir#}3r{{yzla+wzl=TgK`%l$x96=vP8~@Z`zB!!%H&lEG%0D2i^7ynT^XCV2!OSu+
zfEbW(e6mbgx+?A`6>AkDbo(bOMLKkNBj5KA<IQ!+o!Phd|2=D+S}F-hywzgP5Q7au
zy=VTKbU|RV#BO!4^}&G*2j&IN{wu$0oqfcvw@u2bd;TV4P>(mwJ!LN*F?^(xa!wdv
z8bUQ*p)qJPyE`kMT1jk4!lj00eGYnj)RW#;gM6uNK@(b~U$1xc$8)je&~N$YKj?Ud
zxBv@i7g)d3U#UDn`c%!32&U?qyEQ$Q(AQL|t%iONalA+;hH;k^HhoxSONzdCw0?d0
zFRR)9u-@=9%Adydo!Y&FC*;dI0lmGb9}G7E$g#Bagm*7u!om5K*Uh;H&H-63UD|)N
z-V8Xa-L9SRn5diD+)kM}4{KT0x(RU(ct0`q+WPq2x>m-+KW54BFh30Z{>0$XHTv36
z#`0AitM<;TK^7#i03uAya1jXssT3ujL6ySW;k2rL2ZtX#U^wfYI<RNQi#>b6IIDxV
z4YUdkLZ_!0U2(F`UA4|}N6v8)qt0J%P6&IBwV!k+r%is@$`IJUJiz;x)c@yAU2gM9
z^jIEg@vMxzbUHz~AOVDcf7z57eNW2V`??4?Xm@{ta{jZCavqpRnH#gam;*rO19rGW
zB)~HdY&n^)!<>=jFkg=0n5O;pGLQ55>BGFq(*r_Y_`%}$ZQR9lcHnf_>XPV8<I$ub
zcPKU43*Tki6tYH@)GS}U*)y%T9QaA8D!A`M((v_BeGrD%vMOX|p*8upP4=nfXuxl2
zih)$uDbnDKY7K4htVKBd;TI87>mRkpwr-C-5=3;Bf!rNnFm~-vet$t==xrey^|jbv
z@Ifx9PYM+Oma#ziCCY`A>)DObk;r*9xA~YoXdE(3NA-muUwtP6+OmgcRe_{yLJCPL
zRB$w0I1Jl*RW)6Mj~KE?Q)E-T0A}A~#--4l!y|U!S7|PQZB7hQJNnT{ti=VwfDI3+
zgqXxaO$gAD80gLt^aW<b;e;j+$IRwuM``UrigbkiR14DvHz$A<5eS$zf*%1pz_>EC
z6o1pDQzr8ZmI#Q~-j-%QhjWJFNgUl+4@*xoZSy;hR@!3en9kU-t{5{-sDM3ur4OY5
zBDK;<WnKExf@|e@VJ|CluI6JB=%%Z0`NS?{5_@VyNxgPLNIQtVDA=(#9-7OT7x*mr
z-BM>3X+Z7W(7d4=`sa@ZB#J{t%m^XE)W$C1Z%pbSB`55s!Z#O}|Mv9PzQ}nbqWs&y
zt59~^!oUAnLT|^zRf4t=ob?^Au(q;+)_+9ScN>yg{G`+?jiRE?E@r()y}~arPwpnR
z?j$n);9F;jUcL-+`A1ek6~$wPufGWgJ`-W8K~4zT8f;8`GOEBMjK9mG9tw~JoNn4*
z1EAwxaxo;rkk+;#u-4k+O6sbn&tujN!}4Fkl-EMbOq<s5Ay*Yo(R`}9$kMpVd<uZI
z>12Zx=3OQtmX)uK#J-n%fl}9p-5{3Q2VXZwP#Yjt!mtbOc-IIo4^5I<`D0CDs7vv6
zvRYtF<@KHv5&<hqQQd)y137Q%Nld*tsU8T~s3{{NcFa(d7?WVIYAUYyz-Qj@GE9=-
zCaK9CGq*{kBhpr5g&*pDt#rl&C${9ULIe=6+ve37ra{b$RSI#JiIKaVtv?oKSE~na
zaXI+jpL<*-Ft!XV&iG3r#|>W<^CO@ijo@Q%kq&H#_r;(n{WjsRlcoVRb$hE9Yc90w
zxpq@0zg&NQ{I^-A@842WwEg-EKJY$GOb@21B_gK1wN;bn4rWR|#C>?h|H1zFp}3P=
zZSu^xthdwcvhb`1>iyQL$EUQJ@J19e#*4DURcds*Z89l*U+%c9k!B6+4!4Jk)%Wax
z7drZyfd_kM)GIo2NfV(`%b*kLZ%mPlzH$Nmwi6Xg+}SSpXY7jgA>rS-Gwx5~X%^wq
zNY9sKFM)(BBU4P)^5tKycB}-qnqC$A*A=+*te|d)jJ|!+^(vxTsfh{H7DdzdgJU4M
zy6|Z3hbf~u?V2Qf#Ad6kLolO^N;MKN{8KNNqm$~-dkp?97SKv1nR_Acpj>&o>Q|6x
z|5rO|+xybtl6!lEFQ#RmuY@>Ft;u~LJDj{uYK3=fOHp=|$>5&^tMAHxly|vAP-x!=
z1Fv{i{)}UAiADCG8pB;XHr04Mk$?Tpc9yINvNNn|eef50a&Y&CZ@ymt`UL6b|JhU_
zH?8;El2?!G^qL#}Ri9&<)Ws3!>L};XT$|zZ-dCmDpI1Xd^p=gKU+ee#SuZ-!MUe=j
ziO<D3gbXeQ{Q^Gij##Yk?rsS@kA}X#6Of$ZapkJz*v##zKeE3j2koqW8yfyKF*2}9
zwR)C)KP^2YFE{5IXC~)mW;S+SmX+oA2YY^j-WmUt{Ay)o%`(`RoQs4b(IaDH!@nP%
zsALO)yeL?n&}&^E$oM1O5AO`@^e3?96Ol=+gVDYg3rI9MDuElln2~9HH#YRwnYVgx
zc@EBCjL&ULdq3P|ntRt}A3mSF20n7gq#$TD>4ai_rfRml(7yU+DXArGs#x$g^Unx7
z7V%W7iVhXU^cF2K#b3YA1QImzE?hQo_A?uK3uiWaRj2(J*Y2bi8VVJCMJl%V9PEj=
z*fK(0zV7!yeqR1z0S-mO*A3l5w(@1+hys-In;B<>H?+H&jQ>*TApBe2RrMY0yD3(J
ziXPd1oqVKXvBUbuOLqryu7}Y}K+>%*eGC#QS$kRk>b)^{ZjW1VW&XLF_u0G3<U~^&
zj`a`;JhmEcyJ~a3P-19CEk!!$9WkyN*6-J|d6``=FBjqAvC%uZ^5Is;caAfH>=JUV
zXcqZb`}Eb`gq!rb2#Zc)p^s10^Wk*EyB;duJ`dkUYZ5;vwxmx^v=9A^8dENocwIb=
zCqbV!W6_{!Nf;Y~y*M&enoOnKCW_*1?z_?~&Kri%feP|O07}WbTV;{uZ|God_;PsX
z?PK>%wI~1K?W55-52SA92x{6y>J)x_T-j)qKnN{)uh~%NQj}s|TNap%gvH#%wAP^p
zQ#e#!#29cuq7l@K1=Q76J?%A$6YdXgr_AZLNK?VVDMDE40jGMf2oopX^`SUI9hJu4
z@ca=Stq3Zv73`BHv}f#+fCdRXcE5iV*E8Ao+k{%h7`>KYL8HFfma*62?ntA4+)hX2
zGox-RvbRUj(g?zzVzDZ&v~tRqC{*O~hQnV5KV#dRQ3+MyjGV>zd-2j!{!w8o#ord_
z+u@&0K@s-PC1C)adgHUiwDJ9VdMC-Ay?_@>9+E%)Sf(|95cUmsIQ<(n@`e23Pt%K+
zlMiMIKR(6m_MQwKjL%hP6}(t!TPVKhBu>Zdl-3)VT_8rDCNR9f%-R4HodO0-40A*=
zjE@qjbdZM4E2P>6;mQ>426*3vX4F~5z1L|V_?9&Cf78p|5YhK}cD){m#zZ0=*(y1|
z7*|h9X)kFxNpeOIz1~)Eh>)<)B_ok07j12}dZ-b0$AT~b`BMQM!pO_Vp(%*o9q@I8
zN-{T{>H!>p^w^6dO6Xv~H*ajRpFqt;tz2|?zQoo%f0-WrA@+6rm!t}=?{J_fHx<5g
z+6uo@bb1H)+CYpi$OS5!g=kO3cHru$K^^ViZ|`)$1Q1Vn<1W!USXexdY87MfQ?dAq
zz?ZAi$GonoQ8Gug!W9Dy5VA~1<TMy0&Jk#C8@X@*jOco87PcyiB>)5=?|F`?ZhbfJ
z)B~oidrVi8kFFjCT&=C`#aM*CvI@<%B%vv@o~~CqMNqDgIBF!GZvbtuz**0_(#XF4
zCF3T=;N7}y<F7Xnf+T{_l@w?96!s6AA4i%^=ck1_KkLnpig>%vK~zhq@IgV<Y>eC=
z#xlm@{SmkR`qV_F_7pRziby)$Nbk{kyXTm}|Dnl%hZi&~#Y-m`5Np)PpCE1|tn!4;
z0;a0<=}T1iGmD3h?>~HW-&tF@9I<No7Px{JYdTpBx-vu|mSAF#e+Xx9OXmtl$71ew
z8Ka+Ksz1f79oa>s-nsHMv9`+x#d;6Y{cC0GqUKd~<sv=eI^|~pzw2y;KI0Cm3cAav
z_>T6f5m*>T%V)wK#R^d&#=eotA`Z4iGF%lQrmo3r`DX|qjOgQ8#SyRQ+Aa8{SOClq
zBsLi=xeKocK6=oDLqM|p44RB&KZWX%S~E>^sG`#|vsY0=>BaoN)5R|B!~GJtG=G|&
zsL1>DdxVYOtb)#y3>;)=y#t4?4YqlOgb7Kp+w48xOAK^()i=(<2If^wH|6BGy}LzC
z8?K?S(?4Ucl^M2H*j4Nu@{ex{pN^J1{%3hA{WkCF?Yn&vw+5^wtHf-+baP66DGBZm
z->o#DDX;%9TkwY0k3F}?j$D4A*z)><Kxmd7*+lqtnJK;p@8|ys(}DnJW_|XOlk$q9
zWT=ed(q7{PoWgZ6Kmu+_vsCY+Bt}|_2$a*U{rI0vAWHSIi7C<5f=T&rbl#BFG=^xV
z^6jb&2Lx2$5rH@d8#9XR=UXD+)R#<I4pzhT-YJ;Aw+uq3&%NL5%uMof+<k2OJFG%n
z;ntUvnv#$j%wIl%!~OeSA<r(L6^HNdjCGEM^_OT~^kc+AKdm<MAXl&NyvA8<4GK<}
zwJjyMB|hY$X(M;|KvWOyLfde`-q|igINt!|AyV_VwtfxD<MSm^{;<<_Owrl^+cs&?
zioI+&BRn_J^TE34-&0Gmh(F@(OE1yjdr|S8GAdRAk@dYJbL1#lHzWkOs_>mapNLRl
zW>Zg`Sj1XY?Q7y}VPN+wmz8XE1j27igQ4``FYgL6qaPBpjeSz}{qM}LHB@ePG%weF
z4&Pj8(=W{-%`d(O3W@1)$8(Qcz8v+pOr5VBW9lym$QkmvKG5rNKDP{@pnrw}ea0Lu
zltxL)`gSDp>q(tm*sdg|@mL@8bw35ubPmic7km5bn8x!TDW$;Ae&3!to84^OZVFhh
zSuSfnS-3uPdtj$yNG?zQpy$Uqz<WMyj-Dvp_!AWIoxIv7{e4W2*XDM>0}s}dxz-U8
zhL&+A${?IFSYFiZT=~VPsUqxcDMVV*VgkTZTB;mmR=wo-cE7zfF?Np{qFNl;t?%yg
z=;yLHq6x%bDkX4d2Y$n$=5E2Q6`U5`2bOd2$4FQwE5kihF_|xeR?bBI^vzL$%!@PV
zJ(L%lTp_6~?^uzQS}`?vM}_X0eP<(@C^$$DmSmrW;!-qDfW$#L;?*L20m*)ZAp#`4
z%{kBIOP`Wp3n$bUco@V#r*M@u{Jkm-BtakGoGFt*(b6v#+osWQjf<@uEGzy0PS__W
z8o|YtHz(nJ4E|X>Jjl@;R{R_XkQu^Z=fL9~SPumW00_h#F~o^9<lr&8e8rk8o`hm$
zV7!q6EXGNQ$W)dLBi)(V4$1aMU+<W{#jN9CZwoJ#e1<)0SO0rbUK>MXdg|~E_H-m`
zx_bPg+M>ki_X;kn_u)l>u)jE2?Z0hY_mpX7OIg7V6<N)9_Zj;h{JWKoE98#V4RXh2
z9as#S9t<gbPdf+LUL~c-pcDMKn$_y%&+lAbCF<W|&;2xjvCR&x7CGBZ=v8~T3e`3`
z<`CQ#)%|OpTF>!DVvl8z6uD9GmtfINc>QwdHkuUGgPcXSf1vRF=V!x0f|f)Q_w$ku
zUndxzL7!H0#<~H_Fe1-RhnBFAW4$k^P2$m=F0bM<H`8{-xDKT_0Y$0(C?PvyA6!>C
z$f27i+js6qoOMv)4)v@`EYg*4MD1x0M!o}sz|a2g7{rp*ihbcA5Od)QouMDCu|g`!
zS|Je9=of=(g?n5n*vi5UaV<@;6>KCQtj8a0$J1>T%yFo^Uctc*T`t<*PY-;&vueBf
z&vJ3IeNpXQN@2phwO$*DnW(+}4FWn*Sp=p(!)-lCq2cPtis<9L=eN#&TA||v5E=-H
zD=O-!kewt#D5Lr*gT@)t_tT_K=u<(+y;jWIG+b66aAJ@MNhBGN(_?RPa$2X&ySrg@
zUHG06wco3nZjT^waX8_j1NZ>rtzWRG6-Q%2w`Xz;O|cBma26PHTii3aZ1S%dqTXes
zXYR>^{Z1Dvp;FJ6^%dz4C$2q*8_NaWo0+_&_D9@#;8nIfiD?-{yEIod_2O};bJ^zW
z#;=|iT^BWSa4!mKo)FE$8DW8YJkyXJIyOD7gmXHc^fyu1$R&gskf5!!D8c||M5_rs
z_meh>3Mv@&4)zb91#FUN$bsVB{(OC*HK+rzODn`1$y?qeT+bYw_>b^Xxmu}JF*V9!
zm=J635+X&4O2<??Y|xZkrMfC{IA*(cnO~UL79vmh`0-ZMM_pxWe3*q`+zlA3N<Ooy
z4K==wtI#R9l4lV<pnv!kJ$%g4gLH=4y|z0%{aYY67XMsQozlA40nOG-h1WfeXmTeH
zUwNLl3BhME1Dnj}HFZ0~%JmncZH#rTJe`yB#C~W`Uvv!81Hh6k?>KW_Y8b#L$sK#v
zS9qS+G_Na9R2>aZ?St^+%IDLyHyGN3e1})oc?fnkn1j8BHjXi-CiKklq_rdf_N<!f
z#h^hIMPNwO4dT&9b<|%8{Yw{f<e=gI+Aw}s+HTvwH{0e$PAe$ZN94N{RryzciO4Ul
ztSWr_?rr{8^m`GxDjCtwD5d{IZ%F(n%P*uTFV-zNI5sgc{QLL)r5Ng;wWFg9*nFy}
zB0B@>n9^x&8=EUO3=67ezc$2yx8_r9F>O2D_t%5+4J=D|bF96Js^>xLmIw*z$Wr(M
z!5Cda#{2WpX&@4(Ik4u;U!i@O-amv~i8Sw3&lbZ|VqCYXD;K{(C$By_vl~AR*TT=G
zl?hJU?ZAybfBzbAL3<945J(Jbmum{4*wWa3$q%uRr*=0$-e`r}R)k63QMCE`U~D_W
zS3<_~y^oe@HJa?$MyCJk>Bwvwsxuk27JvSXex?v-UxP03T)?^Fk7SV5RX48wXXlK0
zal4do;X=__!x1s>>d^D4^m+@e6MXE2Flt5DNi8==JZ^A!1vjW8|Bh}QXR(G%Ui*fW
zCSsg9alOJ9#olD*=k)?bD8w#j%x=BuJoCicH%vFav#wsBs_YM1e0?n1z-n^(!1dd(
zp{c&$i1N$Ppj(Y3ZQGx*?W6SXHaSFYOOE*4J=uDHgY&#Yzw~OjTiE=E5AoMsigK-`
zgM$O++c(Amd$Dwtz<XyiWS-^Wi8`ficRE~#0y>9_Pz-MUvi&<|J!qR}YWLFGjOBSY
z$E&nCj@KK^IkOu)iwj(i%WIyWcPhO2Ddmw^Ks39C*nz)-fauzJkcHi0!uQ0ImD!US
z00tnE6JJhWT|r;T2V&M1M<g>d-Fuc?>B_YvkT2RQ*!KI@P@njpDWz}20)0QFJHCq=
zufE<~f4*MUOTW_xY$fo*3{g=#l6Rucb;b>z{xXnJh1d_6L?SrHIJfi*ZY03CX{1aH
z<Czn(Vu*Aq{0AsRJL>7+sQgB7Y@j_IttnRhco_EdWG<)En^lOlsO(06j^s~UyJw9b
zL_Br;+iG7$U8#v}ECv;-7e~5sh@u+SBiZ{8Z`pFX7Sa(5YCo#dtDikD1SV7|iMV)J
z7%>xL&F$7)U$RKXUhYBWuDB1j!c*b5WR417&k-_!)RG9(tqkN7`#yM$;F(*(u?gE|
ziSYRS+>{EA3BVj)RmbY$F4k*do+_IMC8sJzD}8^`4!`_z*J-sv;E~iv<2UAlnvB;p
z4g_P4I|=?>an;`;b$4iPY0}C%R$k+Y06h8GND)AFoJm7H^v>6Jhz$HXi&VVXJoQV-
z=9glQ@g&<1kG*T=!Te<K9F%KEEk~7I^g5+=7wj1UIAAR{qg$`aN1!MGqwEZQ0_8^_
zn79oYn+(KVPobfEaK7YweD^Btum4A1gN?)*2tejhY9QuN?Z{?^K45;?co;#va*C|S
zd6^ty>Mj0?h&_3*G@9(3aa6=!E3`Cv$Js1ShylZ?rku6P^J<Oj<q8)yhI5UZXXO=9
zYIN+@=$P6Fq`fs27E{0+70;!Ps*kd-LVrTTqMaQgu@-2M!zGZz<A>j1F*VJMg+hp<
zfYGA>S(qmtMM3qqwAOx-KIK{<<`m}3?{{y1L|t7#b}PDGL<9d$H?PeDrqY{Gx$B{U
znxTOw(A!pU9v-;P9^AIbY`V)#TR;?}wvJWHMyOeF;~i!Zp0h8WpmgL69`ML7J3-=d
z(IB-&B)54Q&UJ`3V#oD)NVN_k@NM)voB6*&-jANi@3Rx{#1|T#x(=DiBp{+PRlQ(%
z1)|%BCT)?j2Om;<3Q+PffQ<2sLuX+ns@3l)OT1cq=T~(%^ByDq8u2^VYBgARVo)&|
z{$Dfvuj-U$u%$(}0s~T|I!uKfl!P$SE*ZJ0;rL995BBVul>UP`-YAKh-hW*Gdrqmu
z7YKa5>&w_j4l-T8Ryk$31+YK6?S2m0Ij&rnI!Ncgqn%KYGBRj2F_`E$`@wxyWhih=
zh^9@O&(9_wb>hds(4GJ3h4GD;WZjZzYA(ebY(9NElQG)D0OBAxRQtl!s@#jF&DlZA
z1k!GxeL0o+gz!*x*1-^PwXj7D?!e)l@Z!M1U%%TgGEW(lGw!c+D&2s=VxVUP!c}<7
zz!mkFatnbS>A<z0fC>I+4EEpUP1|z!r{XfTQt^87yVk8~G>VsPTO<*%XI2Qj!5LvO
z<ImSMpKw;UyM?=kY~u!bpCbnEF1G-R9MQ!>Mt}Af(;oO7ywz*x3_scYcyCp?)t@YN
z4sZWNmn6lX;zLiM){#W6A+H`JoDPS?dG5G!V<3H=n>=Sw-XBAXZ{Mg0pm@h$N+zks
zYn-T@Ok%n)_Ii~oo%3T&B?|2Viv4M(&vzOg!ap|bM{|tmKbm{<VYF`Tc37XwM^Zen
zvmtDq;Q|R~7my5I$eHD^{tEoGBV~dJoy>SndmQdK)BgI8%3ICwoAY%6GjEJ$1~Fnb
z#ue$&Zm-MpjU9)OdcQ5_Q&0%_=~<)Kt(u+On0qwS<*6q=6jX$k{xt*@95BL7iYZ^g
z!GLan-3#qID4;6f5m(aS$prq!cnq=|qj*OgQ5@O2dHVOSP=i87oam;m|HF)sQrSBf
zbn6!HbUgg*tsJ^uB{xJ%cj#|UoKBPe$+ZN|LCci(_XBND4+&-GGXv8XnN~>hcaFS^
z<>NBSSc=ER#sA7|sv2=8-<De_iyV|gfN!>MZg+7e`SoNhZ|ZD0j|ww+dRFE^-rFCD
z2v~lOoI08Ps1I<P+p_Csg3m{JByDh{&^*P^)sE`}O@t*VK=VDz#Z<1Zf~_RC{{(rQ
zkyrJGzmFy(bFajO$;&H2$mO1n_5&73a>o*W^iWB!>WaUyxanm*wl|CqJ8A?0Sp^d1
zY`Y@?)1#n(y0N0_g=@wnFrbw2+@N`MMT<{@nh%Rgv-Aa)zo0_C*QZD~<MzjC8kAIo
z3A4^Qd<V`Mg9kS8_4a^3RH-0KBtc~x@#JU=YUZajEolZV^N5*3d%-a#nzm^g6-8Sb
z6<ZRX=t9lk-xL`<$RLU9Hf&frX=uX??$F~>+NqSu?Ts?y?`0kYgADt$^`w4BRS{@1
zbFgR~s(a-l7?VgO@uC1w_<-lAaHe$lToef2s1(1|ApM%G<{99FyXR&n`|i5*7ipye
zalz96q#CX+!iV@wpQ*4hyLLr}wRR#XMz3g9V>#{l0OJ@6!HG9y-?F;8WyL&a9{-GY
z2X2^!WA6Sw;^?et{6x#w+Tw9oP$<6u;>VCYVl0zeI<;sO$#Q)^&6&<<DdE>>{Dng(
zBZ<(=NCV|gWO{}ZR{m?mK=CT9fn3bVFcW{#KnknUNCc5rVHLa)R57hr`fD;VLzX@b
z?@mmNhknFG0dXA7$39ofdKFA^y~}0Xad&%^<B&(}*S3D>k2CJ4@(><zH2OFOKD-<e
z8HNRhMgf)!2kBE_o-xY80nB<x8%DQF_<CVj*Wer#8G$#0qM&dTprx2(cJOU|RGUmK
zupcuOi>_zzwqje8WnEKdU6Nwm`cWk^>5JBd{UD$RBCd^8rSL~WQ>pq6;@VYrE}*ke
znqM4IFuJHa_C!b&dpl<g%zt(1lJ6#y?<SqElgd7LCtA}bi-Sb)$}5G<Y{4j7-I1l;
z*jYmIPNeJ!0X0)ZwFj@!PT_uMRg*&BtCnu0RrBl1-?5hx>8~KF1_+>s<~Om<IH}H9
zJk}DWrIHU*MIn6dp)6HUQPv8BApEw(WEJLDDBAKr)^$1FZOki#d@ip{I=jMiX60-)
z0B0;A#|^v=`|t@JmcVw*3&Cx+JN9pZu`u`(-`U#+O2LAUTpvK;CgA@r$8p<odPD?&
z+WZ}#EZ0d#JRVKMo!Fnl+%7BsRZPBsfN1k+CW?TP%C8mSr$UuZr%U}@3!|mC>H^BX
zG`k!fP5;Mtw&dYZOVj^lTkQv!#vKlj>Rfm+8?Rdc)`r<d<nV4FlY5gd;*ZyIYuxQK
zDU##)=jL^fjr*bDV~RT+w`Bg?c-1I)LLgZ+0+x_Ds1R~zvQ{^&ckf5W-Fd`>mI~~T
za#D)p2+hY3`wi-H2M<K;+~+^k?3NLs_lPHarz_cyX>FkqSzF=$4bUZOI#6b}=&+Kc
zUVsw7ChOH&H&)X#r(Ksk9<$x}{AJv#&&c;f87=Sp9#+W|IAfyeF!^GtvB;BlgANb{
zJsKx9JfQ2ReEZM&<O4}^N8)g}WEoe`!+@O{lBwsXD<O~1*Xrax73~p{gmIh^d8&JJ
zU~3P@3*gRwBdduPRH37RTEe1sq+Ragz~%U5Dq7notmF=rS%P>V-1CdC>;7hRwkNg5
ztlF8JH55Poo*&_h+_KoeIC|7aN6Z}i91>3ki=aaCve$zHl9`G3w~z{XEHL%6-&}1N
z>sL>{$PWQ;pomYq2Nvt`yZr)}!=cw{1CvVsHZ<VEabvnJKP_~o>}@p6A9_E26rtvD
z&)?Shet?@ph*5yi6YVGJ*6LpB<#wrgb-#xDu6&Pwy|G)Xz#~de?`v%A<OHN>dRx(h
za_EuEj`{S2yP(T@#xY1vt=YzkC-B5<{XMv!7kE#l6J9NT?VUJ4jkN};4qD-ZNZ^lH
zRxNPGjZYkg&ApmVu3M7B$~SA1EuuREFXmG4yp##dams(&DbFv~^l>sEm3vehbNUNN
z2nkhAIGcsenJ9mi&^V8wy#0AFt0QE$V|7)FCgTvC=&{gPP1(;(%<Xz(7yj1fZwm_O
zY{7-xm2q)!6_ccaCweej3XGfs7pzn-Biwxo*6C*QYS&dOu0&?e?+5cKJlAs2y7K+7
zPN{$OZ`4uqDOms{Kug{+J!nLBHOp!3lE%`bx}2(M8jkaXGDwCpo0<2mhBa-+sm1Cz
zo%>14zS;e3vU#HJx9xrhfBm}b_?WV|RUjJOVXoPgo5P9o37KE(?Oc4hOaC|vXVG!q
zfjWkV{=oP>iN$fc=5Bw^TZ_U8uY2Bj;@MqVc28U~@uw(E|L0zc-Y&ykzum-);Ml*7
zG~>cAGVV=hJjG^7uHo$25cy0D7%vc?Fbv3QUiOj7!KUI2EEPmP^IB}An;mgRsO(Ex
zklhDC4jlHM`4LP70m%+W_n4C_wO%S(mJ+=Kl6}4PynJ>10(Fk4@H@KuM?E{c{d<Q$
zc8!-#&wM~_Y!DTg8Pt$<!;W`8<qk2;0Jld{Klo<v=Tt0tBzzxj=}nD~%+YkWH`dkC
zv37kN#`!Ul_?C`X&8d6U`t@u1jLe(&Q)P{Fq|9H{lq$NYX>2+3BV6&q<A&z-jRiq=
z0;X8Sdu#~P@3%>;3<x4ERa|0pR@6{PaB&j6J<<#N16<tk+%<IYX(aNmWSK`a4om9z
zLM?)mS6hVpzi(W>=l?r*#eNSjhk>0GJpD%qca4|@N<>rV2u<$qzQiCCDrMQ6J%qLF
zvNIJjvzvqnI~}YY@PDh`Zyrf?d>B&uVHkav`J4fhPc9G;sux!%78EJJaWkJ<84@jY
zpAwBGfiQPPa695mM(i}FtY}K=dLp&pRjyvl+YtH75nj))H}tSrKVSf|)7`)n^AhNY
z5!U@Wy9h4`kQH+zf%oC9!1M_OuFMc3NBLj!*Km=sz|B9sciO%eh`IMXI(imK1XhUA
zy)((}<mjg)=yjx(rX&v({y0=l6zDAb63ZxxE3cNTD8D5{v43RmSgL<Qz1L<k0Fa{v
zI?}snMUxKAUzMZDR1_?vJ*F@vYmFz18x`jaV}=>3xc0V}%iOBEd6_MSCIKY|l)KPH
z{cjlge5W2a$O~YfkXp*Z8HvTH2Wt|<vok1nQo+UY!h-raAd2QJGL`y-%DrsPeshH!
z-T3-*V^UIMdJQ4A=Kag`x=X;`j}BeUBwNiWSDkp%k0|Y>eKYkPmvALRj_;uj-J!Js
zH4w^5Z`iukFhZfC41W6er|{pOqRl@NhbyTD3ilhXZM|lxV~T(Lv6Bl@c%SWqZ<R^K
zlUHvOXdLKN8TsDsDST)$17NTDD0NstaVr0wPkfUuzht@rhx&(+54!UPLKTwF|E5>j
z7wEcKiByO`8%KS!l+~~tjTMVT&{&$0EX{(6og$gBsF)XNf;BxaEFT((4gVLDYC)yy
zMNiGdr~Xs%ej=-SPA4z;W})EHGe-kx8~@X;$k_b<jU>@aju7pqsZ{aLT1L9<CdN~~
znNMi_n1AEG@TN~3LO_Jc&>ACHY|P_J>FJS4e7fI(D$`Z%>+DJVuq(GeFtNrYnM_!g
zxC{QSeUTQ0xD?Z=4tQGxKEx1MV`@hMLL^s7JErHlo$EYdk=$|9WlhjB3OC3?jwT{U
zARw0=Q<r@X$sK`l$j@icE0eZl!#UR`ZRH)BUof|$)_XX5bCRzC$CXc!IQx4+KkhT=
zTE3lJ{xQ4z1LHcZ>kc$)>gb@o!P^Sf$x6i@3ubney#of(O0E$mhgBgE&~Du_a_gAh
zaw*_wZT<qUfRs^dSuflFYpgVKK4VQuItTxwOWA3(b-R@D;+hwFrw{41nt8H6UAe>4
zc}ae*x#1^~X6}k8chelRC*TBO#)zG$E7%@ro)XSJ8D#{2lW16OH=jx~7qj~o|F}Cg
zFya~||H9|MV7?^X6g%0nywH~Ni8KU2n<)$b9kkSz9Riz`%J{-lwnT^{Nx*Oci7+(;
z+u2jvkioC3PEy{4EJkWtof>S2<8{n{C%N04OB$Y0)xWceRA0zHY^ACFBh;_g(ZzF_
zwY^d3gCn;%VgXtHj(`-1v-^Mhlf3}?Kq}1RU8ky@n+w0GMd?Ac9G!2S4&#xqelllq
z&y37qfKSIlqGmvN$l^isvLxl?a2b#$cG@0Oc79}2!p^5~&HF<wxZOXLv$j6U>F(<p
z%E1<3-y-48=MyR9Zyc1}M9GNbs?e76A5$~roly#Dt*Z=%2_yf@MqbQT1!5>WeYdy2
z2JH7`mbDyBzL!)a%?&TlH2dv+zRq+xA}DNm7+PyR-8?s0OETuge7fI^bMvBHbAAEe
zc)g-Y>ew2x1?n1aj@K5{1(#Mu6tMvxnNB9uh6!}Ad#J3ae0JCtvLWH-ZMvJYyeA9v
zTSx$8zoQnSsS@Ji5aMDOV$RGikJs|}$wpRl3h@hfTVSCe46eReMMiN(z)BOC$>7(0
z0J1Yo$7@B6SP4@Cyk1Wgu(ua>Awf$tK?dkK$M|5X&{;eXROvqQZhJRKX(fY~>{y{8
znULVjNGwboAp?7JbFw8(udUT!?5~zcKz<3dCJKg7hlo*|VhtkcOwQq^a}k^ohSbK)
z3rR}^Ra{^VE}xmxk<!sl;%K4(T09U?38_pAtuhX&G~$fVdZM4?c^3dLJh0KV@Hg>#
zsBRxzk5R=)FhDM`?STKHyD>z-#WtBj22@kvw+o|roK#;KQsd?L@z{JCeyK{)8zmgu
z8c{f{6sshK(N8B*FEUHWYL95QapShH8$Zf=dWN@MbhWGLX{5+K$H{lWI)BJM!{&DZ
zo1v@+Lxw;V>AWh(bwCOH{i+6DvY2R-?lRGHPmUw+iHPEmf!8OAV=e!qxt`wW#nm$%
z<72k>8{*p2R$0}Ae}twJoBzCTYaEro9tXpB)J8_1c8jkvXAif_6~%qlzjQyFRgpmA
z*u9XhhydtwL_niyzeexogKY*s4vGW_F&k~+{%9w-N@+A+0!-b1PTe1_i0?mFk?6*j
zuVaZkzx2I1Sk{vJp(WwicExW&hjGD2F-8q)N<ks2Q=zJpA!^pA#blMC>nBhnM6+T6
zT{qz?y7QeRueU~sz~pJF*6}nfB^P$Q<pqB$%Ai65lL-Cjyne5ley^5NFG~Lo)hywt
zJhB$Cg?zynG41~qX!-fAJ?8dKC%sHsb+2tKHWsGNCV=<^QtiM5(O*zQ3cIX0V^rwc
zzkje@9hnt<eDGYZf}J>u%{)Sl^&^fw!p@kd!9zW!6%il*ooljyy3(SBjMbb6DXCmi
z-^m?u<Se~dZ>xm)x^y5I`%7X7!~4ncq9B(<SRz+_j^$AJ-zleNcX&+emS<y1X<sYK
zyklj@wH*{*x!(73y3PeUZPS<lJP)(Xb%Y4j^;YXkvWD|ZrGKo%>H-I*r<DRj;k_N?
z*WvqtM`g`bxTz`d`qnQreUCeXb$$rJUk*N7eP&s$l)pdscbc?*R^Hp+j?9+;={~6U
zb$yOSF+FLj!gXwh_hL4LC|>T%lP<TN%eGC<2-$$|h~#)W{2AzKx`vcZ0Y94k;7I)!
ze*=bv@gd#0)t-I3y<hBSU*ZrzB_KYXwQB65N6FS{-&R|4C|OSb;L+m;k6I#R7B$#r
ztpqV?JJi!WmmECuswi7h)juTViY$OYFlrE9h4TpnFbWp$0Cz;H<j9Z3(Fk&f*1qu@
zasB5wSB`VF0s1K13eG=Z=Mb1Z0K>S|d4JsRZ4c}7tFhz`C^yM#zgyGl4(5--#cFN*
z04Kiw>tk9CUb&;*>DFH6?#rx?4MuHd2%j{Y!74BlCEju1sLla@VziN<4)Vropk%El
z8f{(i<Nuwt9dVgpoBBjhwi9S_Psj;W7Uc9*ABCuz8t8STyR$s}SYZ~>$r0xrexk>4
zj#*?E&%o0Tj2|!8wlaFO&i5^D-C*GKYx1qvdjG_0KCX#2h$c?->}4ka7!&EAzD9{R
z(|ppLh8+dw1)>C^&!f(p!jx>3tRK)_57oTQV<k$j<0~zFnF=Q0q?Qn0P!V4c|Dhm0
zo;vRKKVi9AHJHPiBOUF1n%=ozUET~&TrW*Hk&8KMzZMUt)&B9i&7?0y$xpdtXVH~J
z9)un}xJ3Ra96JjrulB-mM@}$V{~%2WGwfoEs@@<579&5E-V9w(Va$7V7Wssf^53E4
z(SMVa)}LvT-<361a6tzZ93`O_;((f)`%UhMiu{yPs6W;)fMRgNBbup|clB418BHHH
zFB)}l1s4vasb<V8)38wZnfW4sM(Hr3L|Vy=tL4-;Y26lUZWzQMA}j_e*nLU%r>*%U
zj_ZE$SbJOAB75GkM2thK*RNEccHxV9Lq!3^uBP6<lvm%8H2`<{wO_BqV!hMf8ycgR
zJ-#eA(@Bt6Z7vCaVKs}mQM6`cwE3;N!I$gM#g}`4T{chr@on>A|AG(4M&DZ(zy3BS
z+{xwTX;%0z!rzU&cQF3#<&f{=I|GX27(eqAzZZvf?EW%KvLkQPGruo$+<E&D+Eo-n
z5c)#;F5J|?I|X)soo;q>35iAJDE7sclQ?w9(dktw>4`8tR^<#45Z``<dJYVeikpSB
zPX|83mDldq)oK7M6nLdStiqR}CXmkeg@*i(Hwy`_u{xg;ALoc(M{NDby?VnIg_!2j
z&J(kHSexgW+#(5hVPI{lCri*%c1Xn?qJ2vtf)U0XRjP`)cbpg<ZlN`n2xxB(`828;
zsPg@H{0I|j{8VW#z^33F(0@J81~|tm<xCcyl=Ms)y{>C6vUjnW%Z-~q*Lz2hfkEm)
zlOQUvvxPP969-5kTkTwr*F^fWBT)grV76filL8(MGIkN(=W?Iav6|apJXI5e1YWUX
zg};`;Z{O{qZ(&|sDVChFGp{VG<#dt^ctgVPsI?v4Oh)?1(x31-+1UQI_UL)F@%H7X
z&JVpYKb{6rW8P9>)LA057`Bt(>&f(+z=jl*EdYMSPd2<T;8=oE@(nL$%@dAQAZP3}
zH|RlOd*{u*=S@CgN>yQ#!_AYw6m5)Vk&}z@^ylDL$RLuM3_1EaSP~Z*W}x@gA_l2i
zOapAbOsJXppEe_$Z6OnX=qqaIi(uwz>h#P{mJv_sU<DLvHiTI6O-5jJaCD$V|HYjA
z{qdqU2HE7!3+zN{Dt+T{Xby7p>-gBDXJ66_UdG~Ykiox|SNP+)fO<5Un}brn#-v8o
zXl_*gvLKdL<mSdB!Y?b`LFJ<k7=ft<1xe~aOUV^kWMx@qWj%|^mw@@MMMXxHv$Dk`
zr7Jo9RAWOht<7;H(_Nn?qXJD)bmlIx*;Q59^xxRL%{1obd#xeARk~T%y4m*LQDn&A
z9blfi3Cu)*StN0CI-LZSgQnxk`6%`tv2-xxWl=k)$2fs(dw~hGTBDX4!9wl3y4w8`
zyy9ix1~7;I0MJ}bGS8ra={VQlyHCcBHc~?Zv=tk#UDc}Vd_#~>L0L}-N_-vx&Hdun
z$U$;yB&rWRC1RuGV`O7lV@wPsO-Cw5wApSMY1Eh)elxmZXrjfs$fCienuMsNi+76c
z{Hp3^ccVs4#G>b2?IO#>&3L^J8G4s=Dl%@NVqEz?(FvN-uzU=Q_y0PgkRoXAmj1>)
z{j+=eJ3R!yvD;ll)Uj$lca&oRofyRVL8p$Gqagc`V_|hKbMLp=H&U(&aqLwHmgffX
zcZr?XEZkVG-MTbV1SvmR=RB)8S>xo>c2_GxF^pR?gzMj6jmd3PA4vLUTDUCoFbR>B
zSkP=FK}#2<1_SC_VGuSIFOUkID$wBS%~{04k9doEtE#2qnm9Cc(^7VWDK2rR186J>
zcC&2;un3}NZjUY*=7Az&{xG%=`P7ab-O5-USI&0tV`~2x0In#X9slYjYastw>=ckX
z)!$ra{29g7rOdq#|38k-JDSbE4dVn&ic0KJBy_2*Rn$ssMN!nKP5r1*)T|YI)UFy;
z)ULf}?NNL0z4u-<BYB^`fAkzR&T-<&^L+37x<1#1x#E0jGI+u97VAR}X@x@1p?mWI
zuuFcTRq+|)?R`L*0H-{<`prYP9Gkij*?1Ug)6J7?@Ma}mxADs7JMrIMEa2ok5W#_L
zNYAb@*J%vk@G5_zUbI2=(XZ<rhD9a|Fm8~WooHeK)#>0$lNwN*fzXIdeW!h-io1{T
z+mY$gvQOj?Yve4r9xHzPH{Wx3I4ww=Dp}yq?=umc9j<&ZZ<T$K%Oe!&bBOV~o>%H+
zMA6)BFXMvsAvvc}>A1;WZ1`yXn@fk!a9rwf0txe%E3g-#K|>(9mRzJ;=*Fn)npq$~
zos?3<6vOG9X#M38()C|nFxzX^8&Xii5U_;G@Q_(x7SYK`M6;YD3%+e_neHW>6F;Bt
zv?kRO(p89!2pnEGuYDtaZ@Sd<-X9UU-vb}Ne_o$T87xX^yqL>^H(d7(F1RhnA2wnx
z;PqHE((|TT5P3OS_Y*TqJBeKdS7TS@s&R{vhuBV)gWDUG!`p*j7hX53BDk}RS=`a>
z{U+?m49}tG$>=N`yLEkI=y`J905xd39q650bX}g|81%r*tzQ(Sd_J9v)>3(fDM9zH
z>+cTQ{GdE)+vA11;-7o((H{a`Fb8}mP+jn>;8|6l%Zt8>apg*lNI}i8iE?5H5T|zy
zcT*_)j+PH{_Wqo@0Twt1X|ceUScOTR|Nf%=<#{UNpX34frMA#HfJ-2!0~6|>+Eatl
zKxuTmxsrOTr|Km77dfViBOnjXvruv{3b-SU*iu!qFZsG~OP<L|da`_pKf^+MEH@W$
zS-V-5)9h!-G8st>7xL;lan>Y<<ar<YDIF31TX0B0VtrBQT;#@YO*uke)R>IrzbiAG
z7sRp@#5VU5@Aa>Q>n}jX7wqQ<f+rTuwsH$4VMo~6_0@5<gY|RYl4D;C``oin>klC>
z?0&PKTbjImtWO^@|GitEzFU9$71M{iHr;IK;16M;1>;9hl4F8cBw)k&hLq;T05@%K
zY|y)C8~!pu*5Nlo(J05q(&rCl{{HHSLU#q%{X|b`CYP5B*s6G9v4OsR;Q>KELL>Nr
zs77f;K6Zq1I+5?Xqi#2S5%78mvvUJu)%X~wlsEo&zCGZ`7Mj*@OfOy1_FRabNosqm
z1Lk-}_ATv7Vjs{r9{Zy922`eE?^i#6;w<Ofcg{)u&$&$JHDuw1xbiNgjTshS-SWV5
zhd98Aoph;Jgz5I4!PZ1!YtQ8E^{M6QGn++g&Td35uAaJiuFp4?ac5DEbdRj>js@sq
z-s@vexX}Soc$){P_!Pusic!uTmlmYIyD_P>VT}t9#Rd_@5cSS*h<}YsV2u-ab%49U
zAHF8q&~mZ>V+ItEHt0Yz^p?Enn|w7^{sPMu>0>e2D6awwKClA{ov<uQ)ASpY^c#!h
z8;i^g-pjOwEnWpUiRrCDcHo8Zn8#zTK_fuRo4!MDvp|%5><#PG3uVMS?YUnA*b#I-
zfSGv>o{FeJ=co&h-}EqGgnU#h2!*QO5c%J498G}~H?sX~(O!IO@6~n}KjW3e>eH4T
z;^3s5zn}T;lb8t7cGz+$rxFL3Ws0poy<t~_YGg4Lbql?VcS>iu&`@9a9_Q;|^Cw=o
zx9D6$d|d0VBf7ub@9$u72PBL}9JCs~ol^bZO*hi$@=wQ`El{2(o|lmnn`*1~+(PIZ
zDyzdisR_Q*66`|Dy`S)f%d6$rhN6vEp%1<d>KuqQZXc}vIAC0Gy*cUtn2b5mn&l0j
zzk*OBEGXOvP}q_JM1ln8#p;2;!PhR(kH0xCgYNxXr<G7*je&AYI-gP(E+Dszx9AYq
zITl>`thLddEN8!IJR08MLqXn(PYIoH_u*YL{@4A|TdZDu{$|E;&`Mp>&S`o{yja<(
zNp$+}i1ZU;cogju5x#R!KXfpnQtbIiD}cS8gO-*(T*j{s6lj2%7-UkC;z~eEh9VQi
z(DW-Fz%>Q+|M1^qg%zqqRwDh1pAG+=lO8;c5#v$*+bBAEv6JXC$@|sR>!`3Yf5AZT
zY~VW0MUb?i^8_0>-UY^dT0IK-AuGNhdfgpYs!|<}u1bD~C^}4RjL@O0<BNEIex33%
z?#jwNs&ewKB+RF#7QI?X0K8D`hbF!Ae!3+nYTz#}<TK^!`4fc@pMG&cp6~5yzT2+*
zqtjqf=wv5wJjZ+K0dEZ&*!|FXC44|zX5V&yugV{_q4Tmg`~CMsqc^L2Bb4$rP)ylz
z|0kX8OYsS3i%io)yUp{o11`VhU3Xn`k^4{HSq0taxVBRG%}%VVc*^jlEbr5(!n2r9
z-AMn=Ah0YUyWclv1s8LdfQ-48iI$F@j*+>MzOlLXsj;r9v8nbx!ruRAvNvcRZ*0i^
zmwo4Phg;ws;cK_Av2JVdidwYy+vY$<r?=a5M<pp>H!y6rIYW^#CH;Yhk{ljVo_RD*
zJo|MfKAghk`-jdra!3T+4(v|}*$IH%`W+Y+p_@w^I~(6XzH^p$-*O%7VR)vdHA?-9
z>y9@6LK*s@y_g;go)6z2Hv^ltYIA0O_!Z9ra&A$S(-+3-ekqHU;5n}`;5>!eKl!^d
zJ{*pGO4=mfj3EK4u8R=LTThbs<webcA13juQ3jhnwhu!+WUN#Y{V&FGj(a`R^!kI$
zgwEs~$-xzE1IYlG=4T{Z6HLpKrS#fbp`Vi8No7qy{LR>>s`OP4&x=13jf(U6IUp0)
zwVlhU@$S-IbyM13a)X0mqI}Okxw-uf>3%EMaRZI`TZRo9D9mrif={69w}pR_Uw;m-
z+@_`uA(DBs{ZhjIgShdl18nJl__8wd9P-iv2H|laZCX0ziMs~VKEn7>>$4Xo#l~$#
zpw>8_oyn^fFnW?(wYN+%{5uJ^+`usfHsrF1J&^StV5j!oXO!AYmSi$pRz8uhb@<l$
zXy!X5q?*v>LK+(RUS*Jqr<fnk3j2<LVH>HC+7N!p%eBi4Dv$%;HzkQnnmacvGA&zA
z&N#9aEuV4{`;I>;G9<)<OB1Fiy+eG9O#}HfGe3HVs6m<&g4B7_-G=KsIS`-J9}|yc
zhmM%@5dp5;F!JD@xk3c2lBjMcl$U4~<v{-g);W{kOs(uRnbxpuZTJAv9suNARiH}S
zvc?PJgWi6qQ-b+&^AI3OtM&Ef-S97cVv(Z5lff#Teo1?IV$*LO>NBpjb;qM8dOCI4
z$pqu!?=OuFneshzxM%d=*5sEN$$b{@gzA2|i?rtKnu~&BqQrmx5dM)Y8k5@rHT}T%
z;OTIF%mb}QvZN3FFa8Am<;4uqQ_e-41a&oM2YcTMgj?!dNtxxqe|Y$ufRXHI$T=73
zSvT}(;MDvQ|DTy!PhCv^t5{OZ9Q6_OZqbP=txnSOM0nEJrNjo^_F8kN0q5DjtFx+#
zC78+N$qHD66a2vUb7}yBFHvx0ACKaktc6TD$J_g}HeDB3Ayq8W68pylw`8-rWwyWc
zVSnkP*`ei!UnM26-)Dsqb!LBP&(P^=(|^}xNc?_3A#wXh!WO-hI9(zCLre+9WsAJZ
zthSb1pMt4AAy#5ins%5H1Y!Z|XV@T?{&@bXD(y?K)>b;=R*fxRUcu_B5+lOakqHJF
zn5HubaA_@dVf+}|c#?*?mk0;{B|pRUlIHdG*ovqG+XI4hAOkGCR8mR7_*c#4gn(<%
zXBD_^BSLTeVgSYDM?>L{!tfuJ;dNP+U|FM7Q0v&c4<`HO)|3|S?_0j7HC}_6t|b_4
zeKTSEMNW4;@Y!u3$D3`~sc^_C-(cIIdZa-jXv44~9V0PYu1<_un(iNYaJ=^jw7kG&
z{{Y0|WRp>&S}~n9R%`QWh-#Sq%@Lkth5XYw$s+?u*x(YeFT!8?4ab`?d8%;=8ETS$
z<1<4zOa3<@O$Elhhv%Hmu@o%S6taj4>)whQ-xBWOvOr%|DM*M@TKjL5rQe!5L~>1`
z&_SEYKaX6JEg(wUMD`9m2A?XLy;Lbq`>_J&YF1onus_9v(%@mqz6^Yphobz52a+ZX
z+<f<95(8OhvROD=X0j!OzoD2YAEG)FIQ^^0eevlPa(yDlnsxII9}Qo8+hSqnJW!i}
zq!sR_7w-0@4^6z4cUljwI-nr(0fdzM(&;v@Dfu$vfFY%xq*aOiMV7o0%qDzGK8#jI
z*QC!RlS_t%4I(Zf#r~$hN!u;LK!tT!>J(T^TS&`U4PPySlkQMM6ReCrDfhrXg_v$v
zWOS;Gh%LEdTTfk9=q+22oXq!s#kH~eXn(rYpURcS5y)(*coE{7y$OX`ftoGWCE9^N
z&a1mTLO(w>MSd|iXI?ieUn2RC61og+JW8XP(>cv2aj6@;YnE8hQnnS_)Hl9<OK@lj
zyVH4e@J+6X3X9HdCN;d2eM<qoEWX~v!8{G?#{w26ft}lllYbj%@W=@nO-8w#L(Zgb
zlF!tyxU3@<wQJEB*LYBNIiq{Fl1Ys)1ec8?;>K|<?J7F$%o<woGu1rXd(axY+uZB3
z;!2>qv(4~=yxjJp?nd_lnm(doo5U&JSUndlHa`5MQH?_LhxPiEMgG&{LDoXHI32@d
zu-*xau|otd)}!n3Tp7BKwlF^KW<;@(&E1V1mnvKW=#?zjU{5BlG3VowlOk%zkjRz7
zh~EepDROJX@+XEs<Pb5QeML*b)YqiVqMw^p$fINY(6dkDhL59xnwy3LV-^_V74hgU
zezHt=`F<=o`<i<{!Tq*<!RiP)Xn<MnRl%JB3JZ236n$}!k2@OH1sIhD<RWIv@WAW3
z*ia8QuO*1S@SAPAS>8wAE+;Qyw+3vz>~`Tz=+ncd`t$rj<n2{*B>L0oE!@C;vo~_F
z{sx<0z2J5{vpeW{eWDH*by(h4d}1Kx3A?3Gd5*Dj-rdU$SLZ)B3HOEr{gL#$L|#VN
zG}}(Qi;1^P_ix@!I=?9TQ2fKP@ViAGqm{NQe#@;C5L|+hGH1C4m>d)#04*48$hgU|
zG)p~ply>3!8lZ>*rVa!yDl-wCwhWhChUZcG<*$UGU|zwr#{?K)l7Yd3cM_KJwo-fK
z`R^N*v0uyBD}^lFwjBAnczJ6Xct7crih!@gg<le<wa}!J<(0goje`2a?ci|Qr6469
zq9?Fgg-KDRmZNn-fCY=x220pZJ?)f8;Kk(~c_%_NP^yCja4(5V7LXuuT7DSi5`{~?
z4?pUPpbg58VTII4ZlM7bOcwFwEf<Vsf&Y=f9Btdv9TUI%l&y&|tnbv*>3!t!fJ88r
zhnOfJsd_4#5a7&n!pW#_;2?!IUdHxnA?Xm<Kb&mwQy`rE|EnpY1pJhi))YGg0~bTO
zZ!k()okZHoT3c7o)!oBY%jCVG!kLlVo~rEJQ93s0YgoA1_a7W(Rd3h#3cBaj<Ex9A
zAMg^B2~vwMXh1;r1+~EtX~pALaq3)ue(?>aSFVLrsZmMf+?Cd%Zf?su$WzpR3!wiS
z;GtlLeX|4)iOVz=oQ3|u>Wk?h_UF)}lc2BP8vb;DOMeKw79@liDFe(WtWP3bAS>{+
zls3mxn{rc-x{y(BSt_B^GOP#~em)&QHO{Vk-C)RH%t)Q$pY?-=`1{R%`9@GN1)cav
z^<UMdb@84*eld;ojI4Z+J1(>OTW0&$IrUPg>Z#ej*U13hW)Xsx-5KI^*oGGjDaJw$
zvGP9~A#hl53NKHNcLeO>+^9MN5kG*~JTNkkMI$iHZ4hbrDfD)E;Fg@5fV_wx`lH{Q
z1HWNrKR$zelcD@287xa*LugqE4j6;TH)hFqCYg5tHzFZ6?IrA#X9*BsunSIJDKCJG
zg`&5-(8Ob>qK5#wiZH*F&^*}I05BOz&2_F()qfObq<Udwj67m39Q!33Z!-=RFW}*4
z@f&in6MnKCdCU}cs+$bs{YoVi$0!=j@GO>DAcmeBDAESH8~%hOQp1AsfaoL2aOr>k
z#PTx*7b00BQQ$KzzX9XdA9A|n;^#Q;D*ua#RsQR#PTeO+AbH$#a_@Bsc!X>>x~|LT
zURQ(P{X-^`z2&Yrp2&~4JC{|5@I~w`rASmU+ia6)<9_JstT?jj@4|4QOQdz}>E*^O
zFyM%XDfa11d2AkYxx8(e3Xu9CfjHP(bah`0)ODX&oN73@9;lpj?lUyKg$gdi&kGuA
z-Q#-T&PMfrsKOhJE|=TFGoW4W2{e3yIdM?+Oa_DGJukDe-PpUtaq;~eG4nhsjt%?^
zSFNt#!PC|K!SG6?$jo^|blk5NYQT<kB&9N5d(h*cFWDuTO5~euH0Fa+)tHgULeTK=
zpAbW25${qu;+tt14n02B?_Px*&^~cDNICE%Y7?3`Ya;8CAT&8jcKYTrd9SgWxrx)2
zy2pKYivqTi5#9#3Wxjgf%k}_9$^Xw3u4KyCQK@egHR#;WI_W&9KP!f2A~spP{&6EX
z*9!ef9xMVDcu)<ELc{L1XWze(Kuj3UmLC9Y3p@j4(%Dxx`}ht1aYy#>q+mM8WGl;w
z&PU=FI+zE*HNp_25&^P;RVy2Uw73kCZ9#@rG1FO2znm&_O7(O=&t9i&)D8sZR?Q4&
z_q=s7YZ#Ydq9*DGEUR5?g9-yd=-|7dBqR{%5!u<NQ|H(^;c1aH%_-uHc>AGgLTn4^
zVSAhVQJ+1DaBv|xhdK!f4B}~;5qsy3n!ecH=`)=7YjW$TEz8~QRe7Nf)GFC^0=^9)
z#OMA8+Smp7Lw_4}a<8Fu5XUg`C|O5O&1yp7HKzG4;ZwjTiy}VbDZ}|Jfg9$xtu}38
zNF%L--7@g_Ee?ZS#=80Mv*w<MXpk&kfyX0PboDPej-a7QZ3IQ!4`Dm4V5J(AGIvBC
zj^)m!L>m%9xI#6qaP%-~M8@JfImCk%LYN@k`qZy|R2o4MjH2r(rwOiE?XYJD*^?5s
z3Sar_?>r3(d-7gqlj`N>{HH;7l7Tz%DWL^IaNR3u$?@;s5}$tuCK<sLE*mk!`KLgB
z7F3^!q4Ak8G06V&*PEc>^5+lCvx8KW$e5Dpg!m__Z7a+t?KZ34?ptGJ+8kZ_<<0+~
zbYGb}c&Y3EXJ)2mZ0{)h(az(yt!tSasvwjC%hEOQXHua9)0R#Hq0je@G93uu#rc+l
zt!N*$-nIcJ)wb2kcQ4-*kRJfUuJ->mHH=hLvS~?!daxg7-z#QrhsU7hJ&OGmhTR>S
z%?;*3i1gQA=3fLM{wlvmp0sIw-wsv$sg&iC&9h<RO6h-e(S1*KgNXgq4~XJ^nrS5W
zRtKfJ_yjq0-;|yNR8LIMfI<xMX?IW&k_Ypm_mCzo6m>>ZILnB8K1ewnGep|(U7yi^
z7~a<{@+qA1$=rlKT?st>dRlRnX`=4W$%8RWz$mjDdLBZ!BCnfu$HxNCM`&`9aNIkW
zhF0^1Asxjh`<(R^%gnc3sw78kwJjUv1g}9}TPzq<KVX#F_lJ{JYcN`>tp<s`_*0i3
z>im}apa6j>Dde=Z`fw1pviF)4S?~lCRi)VseWgx+mvZ}f^@F`>ZmB=~>)2(QAa{j`
zK<4wunPS2<FW4dL(C}sK9CFM*9n(_%jBq}raozev=B_aXJG$%iV&M3+=lpNq*|GeE
zv*KUJ*XMRDm?dr%yO>S~9O}}C;(-H2FMJHRGcR!WEzsP}Y6bJn0aPMv8nEbSZ1~Vv
zTL%QgByZoa!Xgl`(AHzAD8NmPB1AYVw;qx7H391wMx?eq#^})6_=#Y()3b7W-paD)
zr4<5YCH(w?g1pa11z!w5=bQMGotk%rKkF|0d!~cKNl9~OX~cD1fl{CO03HW}kg*Vw
zwA2BnUe&NL@;pD@7TKKKEcz;`mp&yWl_rFe765+$rpNfL0*}2TzkE7sA0v_+KfuBC
z$vm8mAD8>k-|`wbM)V=OhH<HOc5kKtHYC4~>;dl_qxJlr^*k@AZKk8`|I6wL@$8Al
z#{&2rRV*FO%N^%$WFzclm0tzY0kr*?)*2AkVxm9!NxwQT_G2Z`s=W>cII+u?a+MVp
z7$jHsSCwv1)vm9+{>+OJ7N_kf;cCUP4>5T1Z14W?LVQ~22VSdf%EsLZNjFH>gfU7+
z1*954bSm3(->rC$$?xUs@N-EA#M!(g(Sn&U0bvjnKUk#|p1vpcm4HY{@IumzSsrTY
zP~<Cxm_62im!(*s_DHjvB40Y>Z9S}4D8wu&j);PU2%n@S+tdgp`>mZ*&61{tg8K!@
zXtqDA@P8~+qei~4#}Z>C#*C@237%mx0~^);QTKA`hv63F{s<D5@eEmrjhLW~m=+DK
zjTq^l)LJ@_|B^mTm_Z+=BmpcM*dQb{4!KnLz&EG$Kj0hJp%@`oYp26X{6_GLNU`%p
zsUC4x-vCPc7itb*$KY6@S;8rFTDO%{-0^+d*30W&P>WOUrr~M9;t0Xtm1*aGN@oh|
zHJ+FGWp<2rn3@gGyO7GyDDu$nam|Tve|-8e^5gg|_`#w)s-FNlaEoq&B1c=4TOcmF
zWlBw|{jX?xxyu*DabhFiSJoxXwKY^Ipk-$l++H90<D=YkFu$#F@8k#tpxWAJXbIXA
zd>+$br05dmAubJ!BgXy~?->mCypQ$q_e;nUUP1eywa*N!?_rw%fC}%DA7hq$9il_$
z2HKbv{x-6Vqr=xVGk0)AP|Ox!(4D0QT_E>PCy$)sF<IFz*P<uY7}Wh#;f+)IPIKnl
zP_I?@GU8Dgl|YPNjeVJGYT*t^$l}Hb4aD9i^&OY!3g{;P3FgHb8Xt}cfnqtXn*aK3
zSgtMW5?y>|Akmr!{L)_-CC4FYO=_W21d-Y|h!yZ<5Op8ma>XZ-V8JzOnz-&hDg}Rq
za{hj&=2_So_Av7M2jqVl)vaxAG70&w{>yQ&aoftv>kDsik~7y5tF_v{e*}$JS-4%e
zDmJLO&d^G^+TI<+o$SZsu(yKP;}{pT!)+V-_upgW;_Y7bPea^(yde5!ybz7W7NW0#
zf0&&O+||i-F%q{I?}Efm7edjFs||<f>j_$Tqx0r`{Kxv^xnIRzhpV(j^%rB5#Xm((
zR!SQN8K)Hbf!jb|BvT5LxR99tcUnAXovfQQ$mb+T+#XAWk?Li|@#^WeZW@wm&={S_
z80vgfd8MrNhGscP)BsQtz#H(BWjOG>dESkT^61*(PP4-S`ohFq`^Mg7M_9sjMc2$&
zaN=4?;`=3VoU{fCxIrCBNy>9Qst`zNg-FZ4b+j{kuliX!H4vRD=uNfc{g2r8gdO`?
z#qm74U(WTd=w&0s2mFzF=&CuUkm^V(@E0Q?>+I~y&dvacKLs#$__OB$wqFDcVhDqf
zw&p|_jdCZTVaEg?Gf^T-D4Higx`%diIR6!^Mu;XDSO-Zr0aSD=9)k})D2-gjqe2LB
z%zp2fn?zkxjYwM6Qx7-`MHfEh+t0OU`fyC=4h%0Zt6uUkwDIhiwppc1<)`~{SYQKY
zkW}_K@24z43F~7MqZ6VBuzxOEa_>N5@p=NT0(Q`Fn0*Dv2ePXay!ASQK|YjTA(Ckz
z?0&CuLf`Aer}E!96m+$|Hu~HI_3SZ?zpS%zxR_YqFCIh^f`+y2GINhC)LF<O3d?sD
zhF{S%2R_e4^bGJ3wIHO4xOIB$SEtXP&EdO<FR0p40XE~>AYit82Gz(s<WZc}O8gy9
z9xNvF%3T}RR)o1suC=en80$X1V_?x&FMn6}CzYtmNeleM7?ccvlq?^Opaec&#L+L;
zq^jY<jEr?2Ov15b`U-N6B90tpc+k8h_D(310hvw8c_Fhi*FjbPfxv6d@B;x!QR^R~
z`-$~?x~Yh7$~InQ5qL7@Q6x?xMy)al;Kzn%f$kFGK&*T}lug!x<kO$1;0Zh#_tbO_
zdHmBMTF%kndLI8r8pH4nQXFqHrY&^~t|`NF1hpm%e3B`lRpX*nqoP$)M)GgIXstmX
zS>2Pk0=&qHz=szFe;ta?9jGng(x5lp7^#5B`Z-;L10oFS9~PSsAc60r`ZSmUPOlcq
zX6DrR?GBO^){j3>C{eV(RRcK%Nc@BF^KCgIX$%O&m&{!C__>Mr6H9%AzB>l^Z-59F
zg&61fCx?ad%hWKrowA5=^Pd)7FXxlcMGco~TJ(_iaf3W>*Z-*55s3!vkg$-5$?Uq}
zm?N@lxBw}-=JQ^RO$;y!%uR{8kOV-J#CT8b4u>AEIas<QuJF!}{9;7Vu9lOL1AEwE
zN_ST;*Z(e{%7<8NuD)UN%+-2#vLWN5{ozzqog5xZ)k22#XxD^$q-}#-CBcuwgGER4
z#SUF}!MXQ<WF7pnuc@Zi3OjLdb-!*x^&iG{d`uJ8kU9gXiD5gaqog;wEd=LB3&O;l
z;3EPjag?~Xn37|I=)%>AYp0^=&Qe^KkB6&$!RpoU`KIh_l)0SlPx=pk`a*wc2_geN
z(=<Z~R@Oof*n!D<z=<Wc1W+_Ah-JC5jZ_nShqinz>Yuf@DX{qaLRev1&Fq?jVgbd^
zMy~rTZpuyRD)7C1&O;93k1@yksZA!Y;a+mK{ePRpR6d(CdomGFarRv_RXZ=;I{Cp1
z4F4{7q(utcLzkJYjTV~zw2>nRj2V~KonyadqqkLD`c$1M{Jnkge43@hek6#N*{<&2
z{&4-cznDq(4smW<UuxUtBtWzp156<YdH{Oz)ZpI?5<Lm*^N;>i-tzQahzm}ha>BiU
zyV`culV9(OmGO}kdf%;UMW@362*u=|n|wgIf)Q@>l6S1$A@%bvYBvr$5#G>mRd;{V
zaqM-KW+cBR=|t?g25n{hrXbaSnj4u^+3jZSfq#MkQ?Wad>u=YWBDF$O!tZovbd1i*
zLbC3XiK#Ea3;H>&m*9PcFb+x*5~=#b!KwFIY0*`U(Hetz!xPVk_;|-&@bgKl`v+uw
zkBzN;;cGT$k{RSe#IRLHA3gQ@zxx`FIsP|by%ic041=-rH;DfkpZ_(yz2qrf>uoo3
zD6FKZ;)?d)?D4TRgEL38ZBl;;iyxo()3xb}wnqO2h~Vc*XJ6B$Y(Lav@=yeqIzxoj
zq@~#(;l6{xnC0GgIMG$vdnMMByPm;rqg|Ft+a&5bq$1Q`eniGVD2WGs;%KTJM-iNb
z^#QcsGQj*bfaE2TPyuE~DvX~OtJpmP6aaQeBS`rm56Jv@Bfhu8pNAv=OR?)?1t9v9
zSF;tP=kzK<|E0v5ryO^Qt!g<6RP5=!pQhwnH>b!S$Q)1VE<&f5tn0~i23#K~+T6yw
z2NsbPH9mXh=45@=(>|4zTS_vTVg9QdnUwU-)7oTw`Pk?7=x>|;Y~T|7-G=-9U+$K2
zA{^jZg}OwN#NDzy_LxuwlV_)rl+Q4%YW1L1y;$;Rg9vw8L#vk<AYh8lCykFtDg!6c
z3@uWy`oaU4-UEuMS!qqUPBVnAbVSsw0mvC-%>>$KwAU1#lAzgPgT_2<T_1=hj%PF1
zf(6rQRcmWqxC&knLL(ol6u-AUq=FyvXF-1>Mm(BXL`OaApM5i+Z#4MswV)&P0KOD+
zU!K^PXagw9$@axNoWm>D0|K<rgC6KXU%Whe&bw#q_fEK>vgH1@)L+P2?~X`Gpwa~Y
zz<jpkgSV6;Ow@Vle7atz^r?L3R{FuE{FA3!8vs?J$%AdiuSBd!TqbE9K=w6R9^^jW
z=0dZJgj04OQ;+9T6W+ew)OwK*x&r=t*OX`A>_w97DX?|x6tRkM(twXQL%|Ha=acd2
zS3b)@t;w+gBJ3yC@tZarz4PzBmeXIR@mfhqbX;T3oN7OuzRY!)eri<)7@kA#tAsPX
z4xxYbAJEETf)Fp@;jR!As1SLa$?-Vzfp86%f<9IizR}qW5Q{=y&167EJ_z|%;L7*N
z50E;<#zU9E&`oI<qGdpaC=;S(M+X~UvdC_@!f{5l*<Ya^5@*nss;aT85<KJ-aaT)+
zfa(K9guf?@9kI79lSQuQL@K?<W&|X&05M}2wr2o7Iy*B=dD$|u&_A;9r&ZbbBggY{
zdw!WKzu557tk~#)0H50LKHo!9a!XS}qKitG6-))reV4%l%w5Qm0)Bj-)GalB4us=h
zr5EXZRBbSQ7?l(uacfuK)Kp)4yI#yc@TIaL9N<wlFeG50I0=AI0dE(ue7$1~^H&uL
z9hQc*N|U|@u{cQLfG_y|TV~EB?a}*`5ct?tmmZgt9aoebKdU|#D1VbUbNOTD&X1{p
z?^ALNBJE$OVf1%StUZa?5nmkjdmQySYSG%;EN4jGe_;XSNY`^k(O{Ikm|MksUFCdT
z#XSGYOzuA5q0}3Tu5naIiY5!MAdo3Z<xGE@l>C1TD#XFBz1CnwuTzb~z9?4Mlv}n?
z!+^s+FIs3qp3zdLB-IzT1bh3=IhK=A5+wmpC=|0M(w4gIYHXG3FyC>BsbB{_?Wg|j
z!g40DT<yZ@CR`MdUFo|fvECLsYO2H%rNO47d?t@J2w5_}vE|m{u~hUwaO`W-X?5(2
zQe`@mOdzx}MFrZYjtQYG*Le8OV(2be-`!E*@`Mw@0OWq=I%VdXdFJ|H=K3Sm9hOWt
zZZ%(60f|Xg(qoe?p;s@c{G~fJ(*Zu^EiK@xlYdI1B#~gH_?B-pj{Bas|J@Bbo-^nY
zERf>v2?CV%Xjm7J0AvvW@mvBj8GgA)^rYXuNBb1-@&V7NU&*N_!!OKMT)_QLXG^`-
zAEVK(N~}6QL)}Eo;glS`$zZ^Y-4usjGUag<@gE{Trrm_odAUM98JSPf-usxU@_DIy
zG$?5sHuwt|XIx_q9<qwMc7aYwdwam+;g=LUV7)bXdvP7+f>j(qLh&>l(CMigs8B4A
z$0nSn;2!g}!c81NEQn{&sPZZHJi=yU{Dyug{0_UFybR2@F#dxDfRc0DAs0dM5fv0>
zw|?&Dwi&jJ$4!a+4(A-Zc15)Js%@{$Lr%9GoKHSLU0<G0pLb6_f}so0&2aI*KaHyH
zX3}Wp<*#_g;W)0GCYYhq?5duB9+9x)yhk=-IdXR7;(>}*-?Fdio$2S$8IH3wCK?%Y
zA`AcEM>(fDv{)ZmTSZ5U>#DeO1+G@$7$|z@T_n9C^Yclsz6GOz;s(uvY8m4&Id`u!
z4fU3R@z=j5aX7#n2Y3#Cb7Mlf!ub3+b;=&jmRa}q_3b5m|Na!nN&a5?fq`Ac_=|cr
z|GJ}v%V0|X^YYE4(_4bY+xo+=oFdAJtx3<_Rov$%cgi?>%Q!jSS=~<DDv5ozIL+TA
z^SYdxR<YH`?rd8%c^w=t-mZLKY`VrYH6Hh%>u);HUYF-^+oqdeDhs$#b2#=YbQX=>
zSw+q_oOTu;Vmjv|ar?cI*sD{h7jC<*9<#iAVR*GtNQ?Y@I~{4@cG9qE+j!b%TD(|u
z)cVI%g=x|Kw7H6-PC#$!_ciHJ+wWIPK@ajffX>QF=#6<7@@ON7;Q10vs_x14Wq02F
z&p0V_f@?T0&ZMmLQ$eFgMHSVhaZa8^>eocTR(3jcj@nCOt1Az_3R+1z7}1MCvv~t{
zAmbBg!}_JQCV;oNODI?wm^e6lm}+uj{Ja4>G9k{$TK>7fr>iLD`6T91QcyI_XadE2
zloB>gzy~7*qz&f&OUoTwgS+Agiak}Sn*|ai30qmWJeHRK?V@TKUd9m#XQ2?18cGsC
zA?%k@=2jVL)mjO4dY=I`4b;}INdj6v*!oo_77PI=0E@_GgjN+5gisY9%I%MCUL!HU
zs@^?<Mcn7V0>dEcJ<F`FytHldgz1kp4S&KGzP*1>$XfN_LE7`@xgs339M9?d0p(|e
z0!UF6J%qF7cO&V5U+f2<c(m-n^OoTze7IIT9bns=-A4(jIxXY^th=(Tuvf$L-NT-_
zrGE6s52iy_U%sOA;Zu(i)=Fy3=6CRvIe&Z^lvmI6;;PP)<a~_wz?MyTO2eb3c8v`p
zZMFRh7F<;}%4x2;+We`iko4uEfmd2aYbGKuhb+C0L6Ni`&%I`>7W9)917tNT^Wjjp
z(0fFkJ12lPAbi7n0bQpD_lyX6O{phT)FJF?mxC^uwmiB*=I>lZ(N{hd`{ZePnfS2b
zmAFw#z^8T?Zw~kqp3~7j$+3i6z~y=1<@uclUI2f?3+42OU;BOjhoC5jyU0ap{g^3#
zy*`|GV)3Sy<c)j9ozGR4^)nUXOf8McX<quqC(M57f|7TMhRrqp(vS1+x6-|jgD&Ck
zqkt>oqhCFbuP~hR$S-L%D0<7A`~>>t50*vZd0Y;Y;#m0Ogbl-Xwf<Hky(1&NE~9!c
z1lir)$a_C7fE+iXL$vlDoYd!DV6&S)Ipi{EMwRFSIxhUVlIB=WUSf!o^b3(slprr|
zh>l$jg-8UJeHH#sXGnX<@SqvL!7<_{n|IqiNTlQJ-zuLa)=&K<I{xv6Vwx(9N}R~_
z@XOgPKhc9zJN<J$;4H17js;9*r+}%ft_QxK>rqg=Bm4xG@mfWt0_*YnG+=rmUb78J
z`W(l5doZBG$bqw1{4D|&^lI&ai$B4X-1bt6G>X<zUVRaUpJRwmmRGzIf)>R-UH*`Z
z^l<pgHi#5;J9E*Bz??_7HPw1tPR5hn?yUIKZJv96cIH74u7^eOs2pCMjHU3X9AH=4
zi+CdTF^v5LLDgtCi`irXUGW7KYFPEf$NC1Bw$2+^qQ~)Y%Aa-Ue^<>d1ljrsBWSTL
z<LbY+$?1u)*`dR8G33t!*_7lRx46Qgpyy&WbBrFBr{6z%oNwnA{mK^pnY3fHmzLZc
zbU%Y@QjYGQFHvb7O7rj3%b<#XJS9(A=8aOSSRnk#djl3CcJNmVuF^%oVlJ~`wDT$|
z7ov3(L{y%GQXiXbQ|nFon|rOmhB|_mJHn(KY4wd>kgG?9q}WewLqF~ZEza-*g;b?3
zRS`{fHfn6XQ<W!v`sIh}8w(i)Zcru$Qb~_sg?mcW_&hIbt_IS$T*!>ET~#7o#_v;5
zb1z#t5WGaDr(m#PLp8b)v{K2WfqxvzwK{0a;28ms%6`Pbm7XdE+n+t0F8bd-gnx|k
zu#oeH7xlLwD_G``Nk6tl1*RL(1)hW2lSRV=Ob?iJgJuNpRTS;oB<|*I5}Kqo)|<*0
zo4!&uQ&#Z$Wc{v!g<FZX=<e84%(n&R#*ak?MFR)Q5xq=IdZoM5E%-$32`!|c<>kGN
z<@&jP{Dw|tZh?q_Au`SLf#6EN&}2#lmbv8l`nh^cJ!Vb(1aA?qws@{{bdtak6xKR1
ztoff67qweHopmZcYzvLRHQzA@a$AM?{F?$+MfjCQS>+`-AAo#Z%sg!GV*J*g;Et+G
zOOLc>m`le<7C!*(m=xb1`TWDtAcV|)z?stv&#U?IvI=&&W%dtp!W?dSb6p$(U*ho6
zz%{S6J(}fDkwLXeBWSL`Y{4?ru*WzfKWtEDc~$o&ERY|C;8vwML+Vv1SCS&yWp*n<
z1vsm`0W5=iDl4U0QOrF4(}cL0fkaJavQxj%W}H*YgPU~ofk!{*NP2ujTg>7gXo*sk
zuc&#9|5=*}rT-hxOO%m$tKf7oo{hCiZkq&m*hVNXBqcSzeC}ZCy#7KH-`=eMY<+x`
zR#PQe|AqZ0=e@0-Xg_rV_s4G4k<K=Z9}S;RiH;f~C)CA;bQY%7fZ!heTGrashmXY;
zVew3i(RmY{M9oON=Y;;xK;(OOj!<np6_SKF*h+ThciJ&b^O|3Yw7vfb6)Vh`nKR{t
zR|O3uycws2ZW;oyAAY}}7%3s9uN_99&)*DD6-}(NMPc_KVd^<65{PeknWz_3fDzxK
zV*8zbAQ`c*%&-2j4`seDrdei^RBgD`VMN9)0n03^Fiu|RH`cHZC{;~ZHrI&Nmp1-K
z#);1e1a1)vAt(($l=L>=y3ZGcN!yQANV)@PIG$NBAy(+iNdso=Lj{V;+#6Lu<dcH{
zm1g}m(zO{Lxc({@Ziaw?fgfht&7pxv+qTs<W|I(b(Smi;82rO3^cX(WhJ{s$Kbz^0
z<X<_lm<7^OgpgAnMNQpdaOJX%Ak+O9j7Ub4OJg*koYEh)9VC9$AO9ml?=__v4aJny
z^1F<RdUff=#5b}(abiYhc198)Guy)+%0VB=+yfyWGTcyvi5*AlACoiLYhZ^cOf4er
zN?l3$<zj$R0^)L>;a@F}4XOMRx15NYp)AeN9i>8csSG6&HI#TJkow5}xlAoZ8ru@N
z8YGQwB19YZUeOi+&+-=cMhrfo$pW$uTF+Y!R%Rl^EG^Twv~l`xt6TF2R@*)Vp6^s{
z5fU@1M;=n72H$wUAR`wPnOC-XmV(w9k*>Y^^_V0v&m_@$#(6Quxw*agx~W>>+22Al
zLL%BC)4DIGb(ZIoGb+CcB2};a`lvWKHm|frbag~@)#?08^vY`K#)ypNN-G^C_t=yq
zrbI-9Yw*@SflBAb+iYrop%6;gmf6tA=BS%@5zVSOu?nR1yn{`tPw7H841ujK4I~bg
z^;PZzR>cU$PwR($P6<4M@LG^;vEub0Nv;cWh<~I@RD66#n_@3Sx+LE`CsZpT)Frdr
zr6NWpDZ@5B!!XYe{W#y7t>hkC)f<4Jq&|g)Yf5lE#tm_NLvG!9^xHV(qjWkG^>Yx*
zFljHpR9UJ-ulzWHD8;z<%avw)d!r_qU@3XFoWN9PNJ!a_*F#%h37yLv<w3K5eDoyj
zAj7P01Qe;bzIxM?*6Zvoavo;{KV_6Oda4Z}e+mdyoI42MfRnEf=K6r6eIb^jos`9b
zE$}nHY{(SBQ-Lh`y*F%+LD3IRx+p%s|MHZc)#XcqZ!MjCqU%d4e>|3ly)ln^W0Z(l
zC3X@K`Y8xqW*!HbE=hTPlPtQZWvWN^&lDJ=<x8dfr^NN%o5Q99LgXd3{#5bPN?Fo!
zR*t^f7xMA;ML<|e-@dYrLM;%nEED>=NNB&I_1E5b5cfGWOBF@}IO2A=qkkXEKk7ZC
z9D+DXb1uW%DS#b2voxX$$ytt_el|U*P1ODjXnv5o1`At=qb)9t$>1cDI*v(W6)M;i
zL2Jd2c|$DJr4S&Tv^{bIp2|d%q%7~3x%mVBo<baC8bZ(dHS3N4=cE=XMns(UtCIQS
zRM9P2<}+Q_nse_*w#zNw)^#HsOZJa%7C^JgxCsTRbn^djsLifXekF&aG+yK%pft;`
zq9M}OM!f!H{-C2x)CYY6g}SkGU)LF&NMW44=CEK&FH~FY%g{|L4Dtecfobq?#}PEH
ziK8V*0J9RLUGbsa0t|OQdc+XSymK?>YjmG^qa1k^)HG6**A)7r@)CT_oPBw*4(Eil
zk03AArrK5(pPeEtq2*;q@J4q751NI&Rt{vJRqJihDc9l__CoInx<@o;`MuAL{uHXM
zCgj6=1*RaYvLl;A%5U5y)NjQQgb_Z0jXeMk<(dKrn8{Ofr~qroy@i`E?MKjouRm*b
zZ<P*8`sfh-WETa4q)dg~QzM3+)<v5;1JmY_)}FU>El_}YaadiURnfb>p8nC~iOofO
zT-BnzZr9Q1&3N1~Ru^}*EP}f_zQJ8}gVC7145XL+O{C%c)nJ_q_O=)3j0}b1j;3$e
z(3kW3f;pIF{clK7mz&sM3+UwykwNkEjhM)KkH3B8=FoZ3`qiD3*R<7z%a_YrJEd*;
zve5o;#-yyOpxbO9zZczn-I&{=Z|X_sRr)#A)6|foziG=l!6rZXV-ZmGcjQ-lo>t6R
z{ENRjU+7mkZ@ynvIU5O(C6sV0Wh)~AzY3Bxx?6!dd%N~GF6}96c?Me{7qa$|AYj&Q
z7kJNk0)6v07f8nn-yVJ)1>NT3qAv|Ywex3nG$Y4aknM7sB-obb4a2!zxbOe-b|nc;
zrC?_GkM$CofxJUIV_u?UKvn{n6QvdinKTI@5eL;HMFbV$4x%Lgixz5ZMU;tOGz!ft
zVCpK(_(Bv&lEyIg)dHT-YE;Ridrdh&cyN!!8!R5K8AA9D;ZNt=!)8g$y++6?oGHLv
zz`~dQ^gCs6&H0)CK$vtFz?}d<Par(;s|kZY7Tki=klh6k#eqa1H_<x)?@LYu0N}ks
z?5y5X1$5>T>|2eJfq(a|oTALFg|P&mvzp}s|5EEb?*t$Z7a+Pt-PO$oCi3R?$3Kf$
zom`Aj@8$D|4rx2)<X*}<beG0`r9{9uf4x&wsf<gKeaB}0PGO)b?j1YC0=y;(R<mzx
zSn<$(84u;Z0$rwMT|T^qClaePBNNyWL%?Du=+^AR4G>{W_2iKI;Z?~fC%o*HxV7xQ
zRG#V$@BLrNUo<1-*n{}iKzsNz5}WfGr#lmFPP_GPz70>M5fG$NE73^)1JJM>AqeZ^
z>r@lWoNP<$DitM&0hW7f@I-?7AE5cf()4o+AWnXBo_TMUd}T8C;*d1Pg&w4OG8FKP
zFmAvOU}U9IS@6Z~%IDacCm0&~d)TF+=|YH86EJOTKtm=`yLSB-cEpNb2MR$^@!)u7
zS*RZ&BN7}Da2b_Gcx&ft%+|u2027DNF3?(Sg_8#wI?C?Q_BEk!ek?h|sULZBqTCdW
z^tFNfpcgFo<1P54$gX_;HTdQ45ES7U5qPYe-=9!bl7Qi<lEfAPA;<?#^MW?vj67pI
zboAcC1YHCvoj+d;`O6>FmBL_k-W36=$JXr1bMF%C8#v9(Wp)mFDjMEygY%w~jlX9m
zhe&fn+NUR4Nthlz2EFn0EIF8vUyaG}PS|nvssfj@80a7|!q@OBdtAxJxz`EcJY3m|
z8~iXsBn)?!5chC$yU@o+GG5L<2ufwb9+#RnH94>R{FwCq<=>m#C%EI85L;#uEL1BJ
zcQ9<)^m(nTn47uY9osx9x_Q1RGjMRT)7Mz6e0WPtxYB;W6LENr*%}y(*t<L%I#(gH
z20;Ga&Km&-oZWqO-t(f>%Vh$_Iv_9OJa!CI68-{d{T<}RTOKqi5Y`a*l6+UzprtSP
zg&%)6$gBAwyqP)W`<@5G_bpV3^7oyGWX8ne(kY31uAkCZLqg7VS8b|0bZsLl=jdz#
zJ!%Bzg584h{qE5@8Mi`DPkFW|H1Utw90`j$sQgg~?eR7-EIz?AZ40$K{k^E#_QDY7
z;Ls;eMACRtQV!glvu`$Qa9afl`=0hihqU?E2Jhx^Cy9+(fPd^u!9KeG+vMauJjwb}
z<E_H*Hd|X}PxIa>!0oj#8(~k!Prll~^!$)@R;w{|m__8j#o3n^*pGRBmv-<ClY*uO
z^lB$qz?1azCnJvaCCzLEfW`Q5LnwWwPL|X958+eI90(v3`r>*Zwpfj*osb=o@{2gw
zxE!5&0t6n`M(jH5cU9I3FmJ%$6%SMz=!}2<Xx4e0d+xWof74NS9^taj`~XyHLr0hn
zBtDqmzPIYPGc{9jvRC}@@$E-TV+CvBE3i$CZ0?`$)&>XSMFS}V5g(hO=k;Mz%rOb`
zNqTeSa<o8FlAX`z5@)+gd&hF84qgi$a~DGw+uCY$s$TBhv8}Op$?t;9QbmUrXBSDv
z$s@Qef=Xf~Y)9s}58&SP?f>D7PDm5JwFq4Je^i<=%GBrZf7F-82lFU~^uU2jPVwLk
z2JX1*@(dcMm2v^4AzW$sC*Z;N;EkK_n}1^3#N2ynf6^YA>Mx^H(b~cAgGaE%PGAR)
zU9RVHVVFavZnh{PHjdjK?P@T0u#EH(ulU-qEB1Vz1<v+L5=r(-V!Pj*CtltrS#<=g
z>(I`l5M_hCr#u!4+!-L&vJ<twFQIqGX-9Xs%>)g&E$h^#ohs7~-`xy_H<tcr16DGg
zp>I)oKYx6-{@WKjK8IBLsVnB>_7OAHGb}YK<^JTxCCtf|VOv{dtgNibxc=9FspaYA
zl{uv><}z;;j6Yb*0s%43^6xF9#0}D(U+1-oHWj0fcqt)(5FBcb_mN8p0rN#ePLJ-M
z0?bprH(a}Z8BW@VTzZdzz-xzj5Iu(ETv{E3gv5lBX(loNm@3h2`TC120a0|e4F7g8
zH=7jgH~NBZ;$fK2(C$gAqlFKOIADwTo)Pr7FRu-L5AoTIuc~#<9qL`bV3hv{cG8(1
zI~e51)dyuHRmL|l#7Mi)bI15B^Ut|?2h{vY#5y17%{Ot~ueHB9e?X+o4zj7Qbn{87
zCut7zc;;udtD0(8RIS#@l@Y%!Rh%Y&Zrg~?E;@SQd6IF_4(;%ch3PSV{4EsrNFrGA
zL7^mY<5rq{iJWr$h-!xZa@$dHo=o1#6IqbBT((oBUJlCcxxGhyv(tOQ*#RZe?ajS1
zR=@iKS@3HksIT&hKHp*VzjF2ep2cK8r+6|-`FLcdQ_WOP%_J};!v}tc&TH#+@IxGo
zc9<L>>#{9QpdOb*fYBT85wLlSk-l6D^;NZDW<ED^0vs95X9zRPD9|N~PC!@88|)Di
zh5+LK(%_B30#({oOXrphpj9CJyJ_QYq1r%}4$$l+Hx%m$$dgMF+7hFX6l+e`2^Lbo
zLpG$2i8k7RkM(+L6p1Tn9pcgQpv`#<pQzZ%K~>~jT->YIoqOrM?CeXN?|79|ekzN8
zIb*az6p4T*nLPtWOm0q6NnQ|O3!~vGBmx1T1WOfNDsUTWNRA;OhX9>iD|;QkjO=hr
z__(F*P%M~-2ML4N+M?k<We6p+G;#=DNhGkUg7uiYBv0^(TUmi_;oDm&JV0N$2GUyD
zJT>Y;z7WD}BUdm0P{w!6EADP&=^jw8C}3IU{>*Oe0b3A4xu*AWI7jg3ss_<T?$j>L
zH~(em85ibNYA&wA9sNw^VW-dxiv0v2&pp>!I-9AKmB=_cmE~zV^Vg%Cz=wG(d=x?!
z(fF?rDoqbz66(^$52IB2@c<PXIKq?d!K5VE$c?%0yzW%3PyoIAb3zk>=1>fsYLeLt
z;w4$0eRyI+b%nS`B>|+(r^jW<?uBbS2cqiQi5DO&=Xt3^dZd>AF!#7GVlXn65>5(t
znqbjW>6DkOgPg<?!JN_Vk6SlP-UrXYDE(7qgQ@P`dC#fRp$GK0^u}a<lb$}2MnQ6|
z>c8E2->#5k`cQe;MDC%&o)Oiw+?Txv($0DkbkbEhe!$zWaExqN-Z~mV^8&D^guGCP
zX%ffyF3G^WOtKNuYVc?(n6EBGC4}nO$Ua`-^IYbLj1G6KiCSQJ2oO)?+u72JOt?#U
z=*!DBjP1RKdjp9nQ7!*0hIjd<17$irHlg0!pXcVz-a<ta>yK(gMT{D@<{28c-(A-$
zE8>iXLB?h6LN!O8z=@*G?;dbCq;6jfL8lt7s70)Mbqa034HQ3=Yz=kXlI8MVdGFh&
zeQGfgnXhkA=CGc5VADHz17v6Vw>+};y?X`5qqZI+0XS$3K^?)Kx*`+Ez){eD8ITM+
zhzHDv7h6?sp{K=n6fMDeY@#hw#Nun6U3Sg83s0#RS1E+;9*>D99200x1<)+|7Ikn)
zy;k-<A{|U`p$tvwM)m|{o3GaQEw}0QUEp(s9t3VH#tA>2-Glox83K%V_J$Ko7K2%X
zW4XOs7B3qCvc0WUZb_sH#pzEB#l5RIS~SFdwK`rYKl+c>;Hm{EySyx4JPAKQ<F^0m
zNb@YwMcKT@2e@zG&9`v_kDKn6b}ln>?n6!~5JG@Qb?;t59M>}3x_u39{YOpxVU>y7
zjTO)J^e6gQq(vN$;@DJN$CVR}>_FApK9j9zo!8RF!Z;7(BDUl6Wstf{k>Mrgn8W2~
z<MEHp6wC(g;O(gu5AJ5x7Snlih&j%<z&dWWAwAu0R1D{?M&o~Cw)0hRt{0<d+|EFg
z*YPl1+!Oah#1?m+VYuLVxX!cSfgQ+KK_9IYR{w0c?tQ}3<hF_-iH|^jHaV=k)rC)&
zV&}4JV|IT<7BY8Eg-UhpL40SxEMr6x>rnS6VCRVQk4%}%wD;X~C!GWfcXAA;-}x=m
znmU=0BB{=`)-K}S>=O{f5%3w3XP-+3*bxZEPj!l?ZapXNJ*U9Rr-TMl@Xb#tm6J82
zfw%GnPwvy89yr4@)1Bw(yQ9OH=C3sOFskt;*7D(&(whVrDOpYo(5_k9hm>wZj<w6F
z0Wl*-Qra?^jjX;mLGH3fz&eoxBHbd1u>%Sn*Q8h&SlEb_5xi6xb9gvdSTgT_xS=Eq
zYhN@fK(YXcL?L~f@C;<k>@UHw2A?_#rH&S6aB2wx)*nWtgzjwjo(E6{%kL8_wFHk(
z`mh19#Fno@KD-XMQV9+6uz1}v6<U*>IVFpalpg<c-)f}`SrE(z3|u<zdDWQd^^E<|
zkUtQh490R;L4q3gEzp(V3Y<zN?n{GZ5ih&92{*>+vXTd<P;J10zA%w!jFeZ8^_!WU
zuVGGRI`=s~RTXs2Ysz4aU2Iwwe*50u3kYKPN9MzAo=Ok_cIY??nrEbRrY#P?byQ*h
z`XDRg)n}rf)j(QA`A7fid{O47O}1bc<~~EN!E?J`YQ#FFvYOg{*g05POC}1LJzc3<
zZ~xdI5%_s&4?h`7=UOWMr$pdY6FbX$vjXR53NL7i=vtFV9{-P}vkq(Wf8V~sV3XQF
zx;8+RE)o1tqd`ffr9qSql@O3IT96VXq>&H=32Eu>P`ad%9z9@ezuWKg@b8X;W5;&y
zzTek%p6Ba?H&kbuGsg-=zf7J?xC&p?&5~<!L#3dy7F#4cV=sYkR&ky9GO$g=KZk~i
zLXRqh_ww}SyPTs;7(pn*t#Go?e070-ZGw4CWf$ESZdh6i%kcg-TqrnQNO$Yd?$C+y
z&`C7^zfPzF*`W*7+1BXQS=iNm!qNyoLN#|yU=6Ms&qxBC^AK4<qRfTt(d5kUrw|<o
zn7SgyU9nd^H$c2k<TI=2M_SQz+W!(^qQH}rfo1Ww%U_yHxZ+%g(i{bcAgTHN3oyWO
zcBivBgI1Ria_%bM1RA;$j2uGaP@^P>2MvL<R#>o#c|>j|O&~D30rf7Uoe<@33N!T7
z)7JW)D&W&jM=cQNn?zD;#)4m5FT|o>&nS{~cCT~_=J(C@>)wp7{3hl(5?S@mVC#Q<
zZ<Vo<Yw7lbvI}PJ-%A<wMA#L`l@B7Fh#yFXvt%+l1%zFNKfpk_TIQY4px=-{$HQ_$
zN1B`+emN=u5K@|U2JZiCk@^9CM`iDc9a>jvQQGUU?YYU0cRxNsA_KzKcj2xX7lmns
zDAejW(gJxpRGrY`cY<{j3YO1?1g*EXS!N)yr}f0%Bl|7nL>`U@$@k9vJ^arZ)V$vX
zJiiB!m4P^m?@KrYIDJd_SAntCd*Kg_Tbw4Yq&F8kmi_jDxP3bf(zq9VJV>sA!wl*(
z40h<P?)4@J_+J;j_ZsFH)G#~h^toDHb&>3OR)o1}E1<i9=neN(kPDQuS_-ve3|ImM
zB?X@vWg|2}L^U_{L<Ft@F2#pxEBP=H-r%8ux|>9zlaX$ezK3hd(u|~=On-}fTnny3
zKgkL!77v~_Ruylq8#I-b6f{2GQm`=neRVn8Z25f$WqZ8@$SRAAKv4ye3e5E0D9Pb)
zO_6tvc2jg~v~${9FwEv2GlyZ$-&LhIPP?XrvF7O7bGHV{w?QzpJay-p&Q}tkQ8XpU
z<4S}NQRDCK&h;(OIGC3a0ife-0OPr^GyA)M-<Tf&%HTVp??KaFR9$uP@kVhB%Nl$(
zE)<kYiC=Da-sJtznzAh;zVO<;;U(eudFJ8wj4$?R`?={qjSWAofi|hCqRQHax@v)1
zDamRcZV9e#7`z~Al*cm&<$m<$)tlGl-qk-|SFGP#wO$yTm>lcszG(pc>+k+?MrvT!
zyp$~v-pHDK)!<9&b6Ir#sg1AHf`PdxR)m=|zPCI=S1aOK&e8eV@r~^A*HyJOKW@5Z
z51FRE3CIh*b$|2`=y(!H@dUht?3pjWqYetP;vxE}V2t-W1+pxe4wggSmL{K>2qTMp
zRd*==I9y*{g8QI*C~O}RS3TdJE4%&Ys^e-m+_G+Sx#bC=<0;mf8jTeN@QQDYwO3%6
zU=ukr3t)RJ9uzxhwR&GfjX0DB0eiWtH~cU!(^FG=GcjP1d$rMNgQRxwM|1tAfl9Js
zKU_4?GP0zO(bQA4=<KO#$2x9OZ9uwg^32?ctzqoGmlK3bq`*yUD4S^Ia(B@7^=~6X
zElZ0B?>tUVE*|`TX{eQ%!X_<qztPRnYSU*VX>8b2sq_bN^zEkVVDnGrrCnN-^#%q-
zD)}C%B-FS5%jp)^G7h4_E3j=8VKc9x>}YFR?x^;qzS~xqM3%2afN!TbP=p$yK?v*^
z4e%#bsEd{PCE5D7EaJ#Wb%0m_u|XH|^b_o>wti8<xGqeAS3!Z7d0YVivPqdc-G!Bq
z1Od?!kq;dJT4pVr+OPMw(~+WyVi1|)L}-pOVrly#P-T)x;UE4>d27exFC4@vmn%3n
z{fP!Z)QOM;Lpq-;Z1)3Yv&MQ!P5&Uo`GCmx(!An-FGX_g8T3dwEzxVAiUYPVVh8&$
z$7~7-&du=8ux^gJD61puuYflH68w4iL^5;VC8Y<NQLQ%TL{&=@@bCt1v=^gf&h#1X
zWthDCm2b8=*WHu^qlDk6Y}CrHXNh|KFu<4?7ndxToX{Y~|5l2tF9fcOhmqp|57JUN
z9>moHUGSjJ@SxtSSS|&aGE~7R`v|gcYJ#L2+CXfD5#ZF2X*P9=P*2lXAB9S3^k9G=
zHILo|z_fhYmq4`sC<uko`FLfECD}n??w=yDotKx!C&-k;;Bq1yY<(}7k$M9Te7d1t
z5htK<V^(bhXQThVR$a1AU11qIbmHTZ!&V`~3Y?6vv|Q+MY*6nDZt&qZYg`|;2+-z1
zVNPD1VBFoke|W#HFyDW^x^1;*<F@Y1PaNQ0`Qk|7u4m$-x5vRh^i|_cIE3h}lZ~YZ
zKqP1>2yk|{tVoGjwzpNPsP?S-@^EJEzc0}rjO6PY>hwrL(vpAv1XgOxU>!?x5)UXE
za>H}!l&XL`%Zoaj0@7MVZV&$SNX;q~%s@t106g1RFbK;}8xVxj#gIWPJ#Tyq#GD%b
zAd5gi(efbS^U0sSEV?(BS8lKG-rihGTl<@}ff%Vw-mIi%%&+NxoYu<h<QeR#`{PrA
zR>4-Hqo3wA^e!QL6>qIy%#yIxT~hVMkX5lfU-N#DdN2>ogOPIMt_}oH<S0)q5DZLO
zBno=>eNBAt6uT;y5TTdIh+sj?9CsemtE4^5HsEx#MTgpR13ax<6J_gvg+aCGAR$PW
zRMN9}ozm&Tu>5Dc!6}dsZ|-fxAn>xHCMZ{P&4llWC&!2Wy$rcZ=EYqg*nk#_*uAK`
zPrjUVi-e<~TnZxhk3bw38u#=gZzDrHx55gIutyAoG{9iDQH~j-4d($gmsPQ=UOTTq
z*f<ILJtNIiSet;<`wVTHZ*+5xOd+G{&Ox0Ljuq99o!NM5o<^3^+I+h~UvGSup%14b
zhNNGF0EH^gEoj&)VVO^hdRBTzsVmF`JgGI(yJ!kSJ!s#vg{beUXmq-!PM^KxJOKdL
zm=s8-KQ##H@8Ehr#gaOz^dep>-u(ufISiV?jUztmGi_8d#cnvZNksJ_|KSdZL@hxI
z^BK)v*3dwQo}cAIJglm<)gN^Q?wJ|a$m3+O;oR%Q3<Ai%>OH`WQXXwG%z{;wstUHZ
z20_}iO_y5Kj@^cyMLtvKc-XFCdJR2+o?lbbFGT;F5L$Y!9)%rv{O1=m)FOb%5P7J1
z_5};*BISwDq@CkG>x2rFNE6<eJ*ZR9d(jGlw_f&m<WG0aCO9@BpM1<r8O1_9Oe)5d
z1N^Tb)B|=5v|lIdaz~bkJQklO1!MObS$p~kLhnWsB1r+QMr{z<6PDYKg$K<I?h;j;
z1easfnm0+Ti;QRnjOeW2Ew{A%X{VvLxM(KW3!N%f{q6tXfU>EDSCBe@EB_fn$}1xb
z0Z^aTDB{A(jz4MU5v)j7MKR}<c>I^YFWDytXtf908&y($H)q8sbnS56nZLgL*h{XB
zk@Iw4(75N_{C0UXJT|l8^&akJE&IiGky8u);x+-ZGD5)24iLJpJNBS>+}0iv6|mXT
zj5`_eMqV9HWnBX~mpT--Q0LFp#%gUq@DX6}IONr8_E}lTvh-W+8z`H9cpjyuBL}>~
zC0z!zHhS!A>jATe?QZBJxqqi})^)t~NM~zIJi7(Hyt&rS#rrlqKy*y^{ZV)uok}aT
z<cx!*8tBh<xnL@NyXB%DKq|L}&x!gMe&4UeS#ZKG-U&3>)xm7V#AeB!etvzM<;N;h
zK*Y@ek*n~_s;>?Dwl0tFlm!L?*h2fE4^Dj%PLE<&uc6hqR1*OfW&|fLu#aJ#9-kwi
zXhh@6ju!nxX#Gco3K<3uY=G|v80Qi=Qr48v+E23c-HD#ikP+m$M3OK7Wef=S$Eel;
z0Q+m=ozT|2Tlzvb*aP9fMSMt4zYFkvfj15S<L_u1<Qk2MX&OWhpt(gzxTHXyl%Bfu
z@8h)|JsIi~{p)Z4D8@xQQe{uc*5-|pqW(LgWw8EpVCGOsY@S!YhW<+gijW$uP<*z3
zN9Tn8+U2t13LFU=IjOj0H1Qlljoegtj$A>xN?G(pxH2~UFS@F3dC=zw`rjiAl%M>!
zAzfja;LyBod{e#H%elyTwu!et9gof@>37S7Wu|rC)D``;e+_WKV!n{%=3_y#EGgDE
zY#)vpN2ELR0r504q9t@1xY#%Ft<}_jVa4G<14^_y2h<$M@;5YgOw54!?w=>+@9}BR
zX2M$@+<T#CINtrCm+}U*XgQI#qhYPQy3g8)M(JWO>ed%WT4G_v>&rKb3(O<Kh;yoH
z)1UpNT)j=V$pDNbVCz2Lk;Fp7z!Z!`jOZHy5XMn{Qp)~i_X+h7-#brx-9sEjWZYY`
z|NaJ_gj{-)TzPK$OTUrZdv+jE>Md<(#r_7UhY@^M_JVR{ChyRh;>ccpoc&Zi?j>>V
zq4TKk15T-fyQM~cU!nh~(jOStX>TH}?BY>?Ixc|bswlRO^i81+@w%fR`I%Ada~@nn
z;zOabW*&2o-UnOW?)W>aR*KJ2X29XP;lt%{?`RBw8*~X<N&*_eC{K|g<o^JK+o-xM
z)QymG44|Cxq@tF{6a!%|$j2Z=)CKl{w$2R7ol{1HB`B)twcq{KUig+o*>$iX2pjDW
z0;;C_i->G=xG%s_WDr=ye1bU17mUB(Vg7KXS_A+0GlM^j#VCJTd=60Pvjmq&!4bdU
zw!(MetKl6;)>-UU{7@F#A5uafP%s1@EXQ8rnk_A*B5pDKF_Y~+>}Zh*IJ3->iN($7
zF_hzy?+srsPtKqk-fo;rYNL)Bfi?;lq(8r-r8$Ci1+?M>i}-!jELDF#u<8f=w08j&
z1nPPP`e&sA0l@O_ei*<<u^c_*yaX`U%1T&72f`Ud?*~0Vj*5_5T(x345^P;`K2*zz
zI>uKRn%Sq`>z-wYJ2myGny0LHe8Er<d&ZtjeOAI+$G;VM7qMg3{a_3zq#H2>;A&RD
z<13erU($FP0C8p|wk3Z}X+3WO7Ld~Kr6m?sWo#=~XNt5x@V<2|*ttmk&S2zqZBw(8
zKeL~_(O{Xm6JTd>&Tm{v_Z<MXG5XwAfu*VHg3um}Zf;C!i$tz7GKZ5%k3g`MjJ^BH
z2(OVR<eizG@O^W_*kUw%Syb(qlndrPN>pJ*)?E`D>)iB?kq(vyn8)^;J>3qti4F(M
ze>4)UbP3uD>ymVi`jd3>4Uk2UfQaZ<#tbr&4Lvh5cI5t>^K-5t{B<TQr#2Jo$@<-G
z0REvJOizUQrL<#Dn$gKrV%4YhiM4#X!jC9*k-wY|`j>84<`<^LMkR!Q>3HS01U9|r
z#G=OEnbf1;Xe(S%!@y-2^VAdzhWare8K9wsS*qX3eupTBs&q5iezduru$mB;Hyy&G
z^!%%YGPluXonH=7`&jp)p<}SOa3hgTrhLjJE7pQ~;F{wF5&DOQfOm2E{l_<MjZ&dg
zRIS{p+H~08M$~#Ccdw6W=E|cMrSP6|W|y*O&?^&sf!nckDtLe&g(L)$L1a><G4YRX
zyuucwI=tS^)IuK9$Gu(u=}abAu@HXce8Gi_*db?+4()0r_tG=nuf)TDx?YCLxeK@b
zDM4A~TDAF*&y7b#4E+-A1Lu;9djzkiKe%fN^hiZrFkl7Te6nl8UrRjNbf*4{vff6i
zH(L$a8p6mSAv3_E4OnIhUo_<wF&%?~s^tMUm#4aP&n<vdrrd2(mi{`jJ!<xsn&N;E
zQ@^lkX&s~GYu;-7EA4?V+-$K1=VngKjbjgdf1q$1z2l|tx6<_PPrZD>o|e%pCjIWM
z>vsG6czu1}?;oo@MltM}?6Z<HP(u0JJlh4`0f8M9<8BEIr{wwUiHX0V!gCvKd;QPd
zaoH3xM|v!ciN3(;u$-Ea(T`)Qo~%PS=mJCj8PyhM=~H|X@fOtm5#P4M{*Ua!hoBfI
zENO8PeGwH2Y@Gv$o_LOSNkqF2^;Vg9|EDLfcp$H-m95gB(!swz)-Ad{vAvd^y@v24
zQ~6Z<q|jkvOUhH#9rg_2L#-UcZVnRx_O)go93YhaZFylZPwjF(N#jrOTp@}l4B^EZ
z*@$-W(NntR2D+3AMkY>JM2d*}$z(`x%-Yw?suVnhW}A98b;w&@y-<fADM3%#Zz=D0
z_csa}kjw$eFxFOD3QpJrFt7ZFez-8_Q&2`-ysU{Lw#!}?P=pb&=FYJ8g4f=lR*Ra$
z5@b*BHSENAPpqiMc#X3<e3Ki0=9!&}=~xUqlJ&Iv>8Rmt$lzxAq^h*i-AScw<JDdG
z<5v>2FU$A`pP9zhO9|T=2w{|F`%4nHG?&7aC;t@+JUy|p8J7>L5SFWyl&ica1ONjw
zDwg%}FkAcgfX|4L1c=VxMC8qWwWMZx#zg&;o!!h4B19_CX3IjOybd_+XItNBAuhn%
zDBWxV$1Q4HunceDzYQb)79Il)I1Fg^2x!JYY2iE&xCBwhM|rIBeH;P{{tl=qaiOqC
z#329qDO4Y%K(82~0}3lG2aHqP9sjMt6-`8NikrhY;xNm)OCB@-HKE0TVGB8J3yYXc
zb}Dw)vwfi&S8a&_wi5Hb5;N!0beHGDlTYvQ_kxQO5>+@olX^Eg1VMtOgB~AE1Y<sZ
zx*Zy3^YCce_&$+!$2Aa0S@zc<3Ax9D<`75?%{E~yA!#4c;W#(yUw5ZMlZE^MlLP%L
z0MLR!JD~tM7H<B6!cgk#>faQ=%kd%MSa5Z1?d<O;YKU7#ns@K30}&&Ad2Bfu<j(~e
zM7lVTr^bMcOQd8%%TS?IObdJreMhr!1Gu*1|90PL@L+eq)X_m{LwLpZQZ(=1o%rxL
zSd}}%S6`E<g5otbklnX=3TrR_5b(a(vSj=AH{Y&ec2VjGArA!91R#Fp?85kGyKcJB
z(Em%4$>bqEt3V*2{CGvOTnm9b?OoG>r(9<wAtJmG_=k?{_lyE1koIq8n!LCDK79<r
z@KL{|d*4W=VnM=LCc~i*j^__iwH2XW&J^?-v5AKL4F$-=zdBtVXlliaq{$8EpK`;f
zzxUA?F~@OuJ%UO1M5V7NYgcfp-BDe;0ihPGj3o+z&8eyHc5qXX76oV8!1;23DTCn^
zge960*8W)m!cWD~s~Ay2WW2`7-)ZT*-m?;QlZhr38da+tmI4$ru5iTHN97NwJY|R<
ze=A4xGQP8qR;}WV9A{Cmdb@3lrgJT@{jydfQ+(c}8SzQ|IaM5SY;-wi&g(^LQO+8A
z!N}fcZ*)32cew3CwmRLtbPcBE+S}wZubgwr4`&Ad_2#`!YC~d1A5y3yLbh*Mhs#Kt
z^~Ny%5>=aI;z{QpiVN;akGeWVM!4iBwsc)E_}mcGsi-wWr4UahO-Ys=3!AO9M!IVn
zJ`_^I1-=@w{(Qyuv>tpsVhXv*0hk6;FVkX<D=nGMNK-Jxh8x$!KQ-EuQx?d75+Ao*
zhr)l=oXMUmPv2-E1oy$yyP&)U6quF>Flw2&yAwCD+qUxalCZ*(n)Rgp%gaj@oIM_`
z9apa-kVqok{9-Jrb%#N7fEzj&uY>hy-*^WxvtGUo!h;8poWHx}{A3%wr{XYD^?xO{
zJ`K$R#dH6mt&WBF&+lO{$pmr2iX4IQTI&FOWm-RSz6-Mb*~osDV;XT&6Ga>4EiOBb
zPbH8;BbMMI&}0K6>%L~*#kl#~@tyt|+=lMt?IZRVpE2f>TEaib@q-7~FF#vWu6;uF
zhMr%kp0@zrG0p@O%vv|pjwIw1ct@&idHOd+;cdu>-4g1GQp&DwRc9CenwkXT8I9*a
z7=ZPTP3IFnucSxwB>@`;b()(TF_cw;?@zaRDAHW|W~D8>t$(*h%ibS>&z;Q9EVx+)
zp&nlJogQcX@m<^hJ%v&_7S1FjTQ*<951LO4V;2c!I<AEEV;%g_`b*Ts_A#O1>LP1D
z;4I4<c|9d8hwmta<2v?gQP+4U%jVOS45O^KgiupA+2g-XwL-X+?X68AxZlQnj%klK
zvcc`RYtL!eHC?vC>xf4fmBM!SOeFln=LUo-^gHYFI`n6^Z!M*#%eIs0pWlr&->BE2
z_e&onM7Kiilnhkft%txxHgmt|#sS`WnRz6JEJB;2i)VO?uWyT!B!133X|96^H)@bR
z@dP9g|LbEEK0Ktmq%KTTjzGjEVr<31h;FUq5Nvqz7Zu^89qaNq%0=`2cb&*$t?Xq6
zeWx1)tMTO9=<<JF?`&Q&rBa?AXn&)Xa(wK649>G8$x#2@(DgO)rSP|eY&}{<Id`1=
z5eLFjsSRL`t6C+7l8il)dMFF#h5~T6lpuv;VNIadgNVz_gdCI;<ZH(6)OzZay95v7
z=K`F?d2H?UAyYu=nKqmgtr8(u&S(y^qM@FBY%B7Z#c`z_s0e4KiH?5s#0skQek{m8
zLh_@3L{v$1)YtdX@)t^UpO8yWR)B0FGDL&`1El3=mbZh8Sc%Xn=g<_HfnPzd-B&ng
z-Nm$nD(;U>Cr}Vz(&?!pNq|7ZCv0b@z=!Mj{OiN%x=9*eWv%{(b6Nj_Nk;9@yC_R@
zJo++7DLRx0Z7(D>8A8kMq#Pk0=V;Hf1R@$&;CXAcaWi@KhZ>r7`#1&wx^Iq!Qwp43
z)M4DUhS7AXegnU~=<m4<#LlI&HF0pgGIzwzCYC>VbUE=p=i6;1UF?msz~S)Jzu84R
zr^?Tlj6-aIWJ}&T9P|oux(7YnQz};sg$4vKALXcbsp~HpfAHnhzR&)RDT<0Yn(TAL
zm{wQl;GMrlcbPUmcEr!DxtEOG3Ddgww{S)2-bzr9jVIUG=bW$EZR!Rn<?R2OmivLM
z3%}-K&bgb~u~NAXxe`^h2$WSZCAkhHrMNmqzdKQS&UOPGfnkZnz#{=GAe{m%1Za*(
zw2t)W;j`jlega%x;kHD}@KJ)u=WG@YGA5l#ojk_7Pdo1Y=Dhd&0|IEb`O??D+}YcP
zjlfU4OOSAV;DrEPhauqF5T`UQaV=_vXlh45Jxx5uqhnjGGN1-hZxqVyiHoZmNfe*3
zXy$N2CV`z_gw!O-6SwVuRYbwL+-5WMMcWZiy}JRonW8+RTl3#3>y_;kL#LY<bp)GT
z-_L%%GyMVp3GtvTu=l^k6z}5tB~1X?c=j=B4bE3~2HY?%;TygI6<$jQ*l@wyZZ25?
z-c$2nKchc#<@;1U(4HEARlc+T-$$rr)*s<Sq?za^<h)eVDAEiI%us~m)erLX507J~
zw5?&?Ze^_3dt7Q-z`<^Lv}~9Sce#uHS$O_Ow))^3;5IBFTES>@!oUyFKnEx#eBa^<
zKWqTN<3@4ip4&r$?bA_H5-Fq>CG5Da;+sGG0omkbg+HUqJO4bA`UmqeaIae}=}BMI
zcZTAVb~?0TDaWeFh2TQx6BgU0_2Z`RDr%WEN-X!kS<?gAD$*Sftp>3K8o**vU`6pD
zTbd|_X#A!D&G_B6VD0zucmF~z>HRH8zyCKLap3nl?}DCufAF@gpiXqHob1@y?(?gW
zLaEHOeIM(F)vnZG%aXjtkU^Unbfe7NMSrmnEMjWv1pi9#8L%TE6(wISjplN5VOCk3
z7gwE;!QTxSFunJuP1v`m|J-XRpcM?1RPWAMDIg?lS%K+lZl6`PCcr-h)1ekFf%0+Z
zI)@(YnqHk*<PfcVa!C+&VFROqft-aj%Vdf$KD&4i0J;Mo9!U_i9rnT+$VI(#{l0l(
zcJSVSxW|YxP@eVk)*N!;hhO9CD|cx=grTQ3NcGgp+(Atxz&ya$;hDdov+`4)@+aTO
zo?uCQ>#uC^B$vQ)JdoK23r+<r6~+}FanGdHOL7pb`4ZnHs4`=|;|F9X7LQ;my3gH>
z6`yN9Q+)N})iZ5hL$7Bq3>{UU**rFTUd3TtMg=)J#Q^COa)P|??Kw;TaxPM9b%#F@
zx;GW1E3rb<Oc^xod<c6Z3T@Hs+r}X=TD#yc8bFrXui>vhyeQ)nsLcd9z0)-eH^JU@
zKWwIMR#Ta#dN+N(ciuQ-@fS|N=SO`)GKHrf2=#VuGd21B^LJNTcT%mU<W<uF1~ny&
z3m^@oI_KITzP@XO0T6zJc!h3UaQWWrgRs~c8RPGm=r-<}Kus3ir?a%rq;PVmmaKEr
z7RR<P)&a)Tkq*Ci15CdVj)h*v5^Aq`uU#&~{SJdk{L1sFHax$Q-uEjv6I}*(vm@X>
zqZoNzV7Czl7q||-7+?y?7OuDN=iZ@>g8UE>GAT5#%rVOgl+VkoeIy$`{d9OXKl6u<
z^k$s4hc<FG({s3GDYs#*vgYKe{Y+OxzedGG^2crVK1biG^6QHJeJ4s{$yqhmvzP_e
z&y5eHLU|dd3Jc(AsSTB{wvYPz$ocOL4}Qo>XOfkYedYej{XqFo%-H@=$DR}Tv(ec^
ztfvw5O`>;=6<)>F!1I|XPANx}R}G#~K&b<vcz*;H^WpCR5#>NUpz=WrKC~RJb;?Xq
zvG8$UoyUwx$_RVB3Zo(&jQ$#`aRCm#hav8^DDPvyKrNcZeOu?UfH1`T5(~`rF6_lW
zQml$q2{21%lW;zY7J?Xv(a`qNhV+*p#F#>Qsk)RY*vrGScda}P%cb-R`^QONI1wMe
zL6fu<=fa#1i!>A!5UooO)|a1IfY6kx&Kdye3RBam4$$6!8X<`C3!J+4FXe##H`Y?s
z@`=xLNo?MQ0{Rg+EvTZf!rAh5S6foQl8b@btP}8Xrii*skfkj2-Qj(wzOaSA{C!QC
zP4$vA?k;G@Ol}G2FWQOqo?_c6mYp?u4Z`L$k=A-;+jZd!`kSKZ{I+i)cfSfP*5ukd
z*)4Az;k4}DvOIn@sU$~hS1LGYmXTFKRt*(D<Ma%}D2a7IZ`l@kaP?JmP#{lw)Xut8
zPCCQ9d&0cCLcBXeYI_)GbJ6hj&tKX<=k_AUSx!Aw-$g&MWMhilO3=r*Vu*!N08g$8
z?ZAu$1B<Qdpo{RpJ9hFPiSP=U0?GIK*58j4-6UEbfrJ2}wH~bbpGcvA2Ewt|(5PD>
zGl~$_AYG8wPmHoaBmx@>SS;p$r*++%@90@t9te6t(;@;zHicV$4Y!Q=X<7a=D+w2z
z<y-Hz^vW{-n_J+w*p{f+vLCgz3CZEXg=tOUQ5ioIO4EXeUP(I{nerR4q()T_&OF|x
zz#-y)ZEe4aNQ#-W*}5Y^lJz-u@KFOI=4t8|ii%fNG%HpvDkky>dr)^fS;Tr~J1qsR
z0!D-!P@vHA*xqY@V%#GIp0!shH`-e}g7VYl>@G_b6{2AU+u$?8)fuuEX!vY-y2YSg
zfq}lV#DYJSK`+2SuloT4>Q<U2$%jxhZxSWpYM;5+-*<0vOmeJEc%lv2F^udnw6OZZ
zQ~kv78F<pTh`D53urk}LsK7Lrn*fBwg4DR%RzJo)dejR_svLdfbf=TE?Y3dVtyC|w
zVy0yK?mG&$HmB{Nu~6Cv_MH*Rp(zN^&;VoNS8%7JHe&FfzGMoJrKP&k|1nK<_<12W
z6|1bo!;BX-58Z4WXs@^^X<K|NEZH<lr^^gijJOU}ih1P>1o%74VRC^mI)QZ?w>-^V
zbG{=X>bDG0jZw;rB*z?7=xhc~%iYwTkNju7)_wGTgQk%8eg)&ieQ^z3TTdnLXjPg8
z!fcZ7RJ_ie{!d{y5%DUL;Xh7~h-p#MFQRv1o;>YQPqhsh6g7K{4uvG>o(w9E22$uN
zMYwp{u#`@#a@E|0a8w#{=#yEq@l+Z{me55^Kl>UMXWYkah^OI4l5&8kIFb&%AZ`_d
z8Un|#zIkN?OpF0A<Xz}K2%+#$y<=EKJAkR(=p`a)gMes5rjxo}r1riLwSp<hm8&~<
z3edc#Y@c$7s}#|g3DeTI0Nit~qt1Ngm7OIweMbbG|1A6zLxI{(@H5Wr0tnE12n=G)
z6(8gA!-e1a_j@V^A*q7C+MAon8_Nv-T~+bD8#aNexYEn;mhO1hAj+hkmqR;I@Q#BO
z_(K_3O_76MvP-7$ywpZoNBiJoslQ4s4<`3o0J91|ydrf_BK)E(Z4z$NVdC?6&`s@!
z-;r!c;Co`(B_jl5V1DLtRpE-C|8K&urDBUNc`8Qsg@tjzt(KxI!J#SI@9rad3_7JG
zBOv@>g@2BS2k*9{@%8|GUy)x5xzd*7HdK=_(_C=%SOmYKdIbjYb+<fLJx^`!l0j!n
zJ6A~do#<O)j^#Q-{{?zF7VMF;u{iHdIOd*nMa!@z;;&56#V9*+;G3X@<bl%tYtt9L
z<}`Q*zZ59LwF45XL2rH$?vGt^dy_Tt%PCpC+rklejx={6ZvcT2*vxB^HUP=dyQpg8
zrcv=DVS4t_UvW(-Mvg9r6ft0XUD2z+`RZe&*>f9j)6}vrcX}82p1P*7uRKj=fB5Wn
zOLfc1+H4GqUty+f<=LnEbARf}4;BUhdX`*M06yy8cii?&8UYja5|5eHU<^1cg#Ni2
z$cV*HZD!#P%H#-^-YwXH1!27Z`7tu!bfyLMb`zTQ4m;FyfZJ}GLZVi?=7f>g!>^|-
zQ7cCpQ^RuJ7g)VbD!Bm1gJ@f6_(ID?d(4AE$?r1NuG`q{_g}tsLu5p7fpqj{VqW%M
zCpS(LsP>r;=H%v^?6Th}=?u&ct1jYh{F9iJ47ysO;>WonQQmS@YXuyo5PsAW9!+XZ
ztEhJ4Kg0}M*GvXCJqHeGCfRZ!NkPSbAd4v2#TJy*bq^XRrKpk<we?uHA`yTiMKj7l
zGy1zuOtFUeD?;n0rM_}#JSt*5StZ1V#@<0$L>R?0{*7Fbm;?UG^QO#ODUzySZUEXA
zEOBF(BRmuW`br$s4gdqhk@j?&a=phvFoH}pD;#(d6+hmhV6#=H3;}Fywi-6H=g?D8
z(sFQmz9P_ACKR?t927%hruaoe6wPTyejz`r(1PIhO$RAsb9nBQizowK>rYD5$U_P^
zpVo5n<w>bpvM^XMz@KDUDKGyIUIp`u0Qr4=f2%C!R#~J(Ndy%aClEL9=S0Kz521DU
zS{a|@)M-2z^Q~m9Ace(r*F_W<-)ZE%+sHc`D84G5p5hLRpi0k7P{vyW!$QIF$7T3N
z<gdxZyfXfwdE?CLdQLx6yR(?$bn}UNKgZ*<sdYFAZO<d~OW!Atn)l(aI26eDW-*#1
z@8&R?K><@lUl-!6<g&j!o36y@_9WpoOru2a6?9^q{Y93nal*T7J|}1g)bw~&!cMJJ
zBi1;9riPFAjRc2}U1Q9kQpt<Es`r`l*<*FvWpvxuswkk0(Yha0_<FwRuZ|VJw?73{
zDQS)>JC8nZ^pbianZPQR%v>WSOJwqiSuUBmLW0Xz$!mV2F{G5FZ;ni_eEw-%)qlbs
zwywCa^oP&idF{@Yq)ae9dF>F-uh&udv7_K4?E3k~02z+w;zB+TRi$D1`_UA;R7P*Y
zE^5PRLhL8sK5)3n-Ye6pI1aAoqI9gKk5+pbVN|wQ2)}jA1UV-OVT?Ipz$xjsx+nVg
zM%-iyxQ-7Xj>i+LURWg(;jQmz%O+)Ks8gkCj_DMHY2}CN<f~}sGu5NyNkF&`NP$(L
z{2gT*m?{c*7>AfJvc>1P#J82kH_(46;C&U3(j5=ubBv3-&<FDudy>H-=w<`ynE!j4
zA8+JD><E*f3Pyk~z?0<E%s2kkg26`_3+$<kYLr1WOa^-hSb+j#FynN*da%e{y^fb+
zod2Px<w2a*8XhY(AM@Dq)8+H_%K9HFbBO?fyEhukGc_y6Y~0BW{qU_Ke~M#aRp!ie
z`*&Ui$DsyI!li8fo?ORJ>4HCVvggaq58!Y!LSMXA*6o04{KS^IW!Bu)P866Ynabv<
z3mDq)3t!ZLrM>1)>}JnM?lIax-gpT-3Dn<Uh9+(U2_&Ff5`bh}gqMu~{WOGygsc6`
z>8puDSxXzTZW;765dniA1{yH4x*ADO=o){xY`8>KFaYQRKbPyj{5xS!uFBQrtgJwH
z)v{&KWI!A!o0-wC?!S5e*IymBC?q{-Zw9#A)@{w|awS9Msgf@ph0gRd4lES5iaU=K
z&&kXb$%0O0%$Q&p;$(_+*&7nZpkZ{lP~JC6F%#=<niA=iZTSV;;M1vaW>;NiH%du4
zxnC!p_Q!g_I2T(hCp~sH|9tLPZ%<gWw&kI1|C_le0pU_-Fxtn{V9M#+PbT!z4-wME
z&W9f;JKS7ZbL16t$vd%gL8z3su{v$jP0Yh<9kM$}vD=W(p$edt)!@WAu;d@Px~(t4
zEJ&I1!(d{T#Xl|hrguAw3$<r#fcxomAcNm>L5>>+(QKQ3NI}$AXk|<ju>%zMUe5~r
z3X_qVdi(bK4$f>OwSF<-8>#kpb{V;zTgnH`eft@<8EIhCsWXY;swpbTMDH>lXMsV1
z5%s}n$pYmtRq(gd$EZ)Wg<0RCl4p>{CJCsxnTIAboW>rVYvlZ+5I{JqPcw>hlTUff
za+^7mhAk`M<CDY$%XA~%&zAa$rg2%R37<Y@!suAoOQ26%k=cYc6AW}ZyQA+E2m}60
zw**GD3Q_;&<%l{Y-cxL|dc51(W=3Jklp$#IQt(G@wO3WGN97N%s;<RXsZ9?|Ajfaz
zcQxt#KRNi5W+_Fo*%vJEB13K)?=Dx|A=~ggX3q&tTReAt^E<-?yZ;7I;oP)*67fHo
z!{C*Nr%PN{L9dr)t;c>H@esU^pjC(MlEwmu#3;<B<Xd?*O+VL7qjIei!8FAekP3Gd
zp9szK<2K~!Id)eE-*zJX;QGa(X#fI^WjTTVAwi~;w%3-rU&udH`0H4%Rd1CRGz_-D
zyQ2t*aRq>duu=a!!<iFS^f#!^IiuTF0r5*{IxnMEf)^45bJ*N9X8k=ZFe0^+;Qi#u
z8x!+akBodpOK`a!UHRDA0f*?=jcN<Qod&}>?<PA49ZZt+t}B(!B4b*Egs7*d<5B!p
zpT_Uon+4t4Ix*~7ta38{y|KzgjTj%C#Sd#Kxj0>>z3|;p{aJiDHz55vig{-l{wr#L
zrjk6muijeJVK$<(b<`fERp*`ECLKo&vHKd%InK7x#;Sn>r0kDSMNJ?C9g>g2kcrH%
z!YMN41a{S{l4IM**P%hE(W~AL*q<AmumG}2BI_rhwp$@j>F(*vgK|hXpX5K*C%Mb9
zEnk2j(tDr_<C`SOc|isstP(Zv!o}X8x5o9ed&hZR1Ia}}xr88jYLLWvyXcE2MlKXZ
z(PSifZjtw^?kc~zGe-NtqDnrmhsuuo!}?vFjl$0m<;mH~bV@pZGS#t|hL7fy`F<<|
z=aNQ&{3*9O54FYr8%K+$|5b3*IpOrYx6InBD2_>2-c+*ec)#dtw&@ca2&eKMXLT);
z8#jEHUG0c^y}nowDNDKjbGzSbJkj|Z-z*VM_epvDa=2&L%pEwHnBjWi$a?-z?iq))
zrxd?kBu43%GBZXA$Fm%s(iZX+?_(?60W}v58@5+ctICm`9i^w6q@kO19+zY~jaGdZ
z`~*tSB`3g`o;|R{XY>DZB3FEHk)u$*fd^-hL7hL}jRSDs0BF2ZejiTsk(dVq{UG0a
zdl1wP2gt0-C1t_}@(>jm5n5z5Jm1j&OJgWwlRtF=N`xPBmoq{>E+QKbh90<ctijv0
z@NG*90Plzm+a@`^V6?ga&C?d&Hl$NMuTwuS+&VG!r)z3zrf05iu48OqXz};Na7W+d
zLR<I3;_T3*Z+-NqZ`Fe;cVEZnp55G4SgHE3GMH2~JYp=V1Zh^JS5)N;GEjZ^IG+ez
z{_(%chsJ#yw?aw*)oj=5VCC=M?M{9KmiEJXrZ}X7wE!_n0uZC!P?mf_aaR{4*eks?
zNH~lq)T%AKZhk~ZJB!2t!KJXK;P4bSj|8RQ6VmYH02T(d0ml(>L=gM)zWO7N`Zuh_
z*7nbtuCJFKVW?g)KtNh;?q@M?j^2BnM0=lTy~1exI3B6|v^fK!o#W{*{WM{SJ{9v!
z5csN9y!FxXDh~r~8$`;>g=lm98s+7`uBr~0RYlqb+x@M2KqF>HC&T+&>v8pMnxT+~
z_UXAVG@ccb=YPKSX!PM1>T#+z4v<qgBmK8{jtXC03K9-lg_HLa>SaLM2&e;^5dvCM
zUs8ua?5Vi`xlPj{v6q@B!Z%6kJ(Bz%Cm|&WQ~D8W`2L+1FzK}yD()(Q6xa0lj(Djr
zXrufi2dQl{ltI26WL*{{0`#!<1XJKnKoje{<zJb%1Pg?@GSSq&={pjC?^HbfKxOx%
zrbk$)I*l}UWv52^O5SjV*rt8z>%_qsb&tqIDHYw6P!T0ag?Yqu5<euPSCzkVGQwGe
znM>VSgIG*ig0Dgg(e>=T`oCfAaf}G0?Hh*(S8!Lq>78R54<Zg?bhbc311G2Q2A^t4
zl7>%7MG&;@PP)nq5)KdJ7wpj-HMif3(lITkv^7@IMLAfBNkWYuV-a>AbZZ84h3`DJ
zrg}|1P@=5(oKwywIO$D4q1FyBdn|j9+lR!MFgml6wiLJrw>#kdqZ|&Ky=%JE!16B5
zvJ^<%y9+Q8wCa5m!r3oXLSv|nSlz@YFHCmn*t8&BJSC}}bQhPL5<rbB2r09htKS&1
z{%vi)Je+bsDt%{2GIGX&s@+Ji8F~E2Y5BTw^9U>w20!BEgds1$zrPH{crAA(5&TlY
zGzC{81PW^HI1|huwLbA5>CU^Q7<0{I9lzsag0&I*B2vb^g>o*smCtpfOqHI<ug`}(
zKUIDyX5p$M;9LX9og$y3#{XPREt<Xy)L^gU>N@&SkYVe8Z}2+lPvy(*BT_=~4!Ji|
zsu%0RafjSIw5tVYim(2RqQ2TkO`-HGoz9>XNcHKb-F%3Wl4Oqa6F?Aq&glo3c?^xY
zKuMD}e$qw3vR#V`j+=;TyG^TSKZq1kxjw^{2UxiW%${>fvb>K?i0)sQM0jid5)_U+
z+~fOI<}f1l(A?YZYV>u_RI~q!fi#Bm#;e}8^D@?^cc<eoC58M?*CzhRoMR6x1NJTd
z_^ihsG+ighB5{AR7A}yM0eHf@>j?t>@>`4lH8-vUKrn2z_~Q>H;VtJo=YOy(L&>f!
zCns|w7O2z7d<J&e)05DSTJ60iuQxqk!fOC}EZ1_l7JqD6#=~Y`R_x6VVfxGPijF&+
z-BjOM7m%`zFLU7u!ZlQ0&buz=QxjFiO|Av`zLhydSZlx=+>(0(i=F~Fy5gI8M=<nK
zhwwCx9FVP3V$g9xRvZ^`GuomTV14;DZnV7k<{fvEu}(VWuty5dbuW~NKhiJUxQL@s
z!E(IEC}{z8qVE69f)Vnq$VAnU#E_jxN*>gW0Qo{5OfaV!|K?3+1QB&f`7UZHK^TGr
zUFZ$c!T$PNfr2EFH;`+^*VM2G|7cdBpy<}tW?n4#ooxDzbLe3_WyLa(lDh}{YIq~k
zs_j%1N3?mGjk|e-t|HDj>QLO#lnW^)Q*u{?sd|e1K>N|;g3vr|4hqY&WVV>dzoX2$
zzyZ82q5-Qe1a~C4utHqGNG`I~{v&;WR1W*--`Xb@-=@eJG{B|A7aaoU>4wpoxC0KW
znFx6JzxLxX(sb|OB@pYIxSHIL;&Qp**UtoT9f^I&5}=Io;|EHhZKwZ7jp1__%lM`r
zd@sGV_APFsAI|FrvKEgZ^^?IJt)d;v4Q9IFK=5Z5g;1!yUvIcSVoo=MWU;)3?={ME
zGMCjVYax6iJn|%iyU$dVo8ulc*4iL4KtdFBWG!VV&GscVk}AkQMZCD1GqJ<^6-A@`
zCb6Mv2i<CSYhOxss?UPi)4#=u<rCRd4y4cNlD3we#5gDIm?YO!-Gn04B-VS}fSOW^
z^oByBbMUz!!QGrA>FV3jS!r)u=+A-s-W9t%8h;EwHstfz=_#ySHex;NJ$7ELOm1|3
zACAl%5E;%3)48*yb~`BCrurJhk!Vf|^zv1QURII%-G?lXL2$6O#jh5NxgH0jZ@q%$
z5jhsu){DfXs)!HDh(I`LG@dv<;F`Mm-Ll*}>gH<%VDc74e>qfGebmsGIJza?@kWX_
zD3xOMO@jxYtm7|nqF`zWPsG>dystURt5%H_NFf@sT>i&@sOf&O)6FyIyGW3t<;(Hl
zL?jQa9h##Hd#p#~q?q_mR{O;KRwWL_JrIdV2pT0BFBgh<1{jjEA-O{O7G*C%?b-G*
zx;4thK;s6{7+vXBTL(=c%LgzT!lXf!rb%v@YHjw3tw~5Y2BK_@OUey#>3T2y51n1O
zYZ@O=9(EDF5%jxMWph?T=uMKvwouEjpDPt@v!-97b+l@({q3g6zg<~aAWyan#w2UB
z8=GElG&OyblPW(OUXIRUn>*^dwG^HK3|z-MQCBGPvp|_w*jj)Xw?D?!^3(Su&8dfQ
zc=-qm*8CZWlHVha)x}$#L1Qy;;c5V=p}*qK5jEo)oa)`sCA?Yg_0rDoUVPbm`CZ_F
zp}-jK?eFD&bq`$g5j9<LxmSAM?FX7cV<kM9F`%_7YSZv6`xyASOv%YSSfskR@ykjA
zDoM%`ztbz<(X^ZuDpe<{j9un?u83mu>Bw*1CYLqXY~Ua9GAvKDeH+6Y5!GanO<gzq
zsjY!u>2!k`{P}HLBwH_1WV4l*<dfowFk|kax}~7+osg4Bv#oFSvzAxW@(b1Ih8<#0
zNzxr)3X_rhg<Z4%t!Fzl@}U;zpSxb)H^~rJBtc(Ng=u`aKt^=f&&mb+)?j&`L7{}j
z2gpCMu!JqnKODq$Fdjp1A2?_EdV_Ht{pa4pV<GViPQW^8pX)ZduE}lHg%g(M3eWa`
zW3?K76;BD@wTuPsLAN^R{0v(voX$?!?k9m(>Z3bGzQg@}T?h$IzVJ;!*lRY)4XN+9
z0}uoZ<3%{t2E1Vzu3gIhu-X?!wlY268vn_etlMX*X8DZrdgw=nr>)kfrirehu9;6J
zeHZV?9J<S=VbL5Sh~Az7RQ<Qw9|=E!Z<_Ke@hK7*!5*5-Ntw=Z#6exX0FKhi!A9Sq
zlC!;!;~RfhM^y(4YXgV>Ds!tEOUmm+q#1yqBwu$n`I7-Ux&2HbDs3tWuW<q*-XsbD
zh6%I_P&i*N52fX!T3_%Awc+V4t^#H0-fWZ2ik0rVl(4n3?>eWm?wX~u&YQ6=Wb7tO
zPdD5E(i7ITUo{eN9V2-gR)u79^xcz(v0L!LpI7vI*;h$>uE&e)crWiUi@O_e0oS(y
z#200kH3YZqZn!%D_3AkRz)E#NBK1Mxe^J>hkQen8ZAVL#qEev%$;>nXg~gkCL9uU9
zy@l);W5McA-Yr)I<n9spI)IRN1x~#0pXLt?(V9a5lmsYH`*#E7-Q4>)GE=e4(8&=p
z##lhj81z<T6<i|n&j+|1KCY&TU#`@;<W7p3bm%2<0>GWE9L~Ro=kl|>)unenza8d3
z2tqA$tBk359)>RcA`gp<8Z!V?v$E$8kk7^gJXN54i0`$OmIq8f7m)!j_PFi8ou3X5
z2X3!2-0dEYiA`sP%Sp+-vG=zk82{NH%XI0;U;&%<Ay164fGJL0n1cZOl-_|;BEkim
z-QNFVgXhpaxJ9^uvFe5z*O#Gy^E{wnV4#_ggA3c2x;h{s$;dRZKoeqCq}3yQTL|1=
zsR^gpbbY$`iW7ziMF7(mCk#((O|L3%CC&#xuD-4sY=b;?Ig^T8L*(spBR}RD(x68{
z1@;C-&kUHO|2e?!!0kzh#jv8jcF*ECxzyuJyJ{S*<f`RGh|ojw&J>mO5s?t*7o>pA
zohX+>VwdppKnOS2aBzyABGM4MuTF1#*Ca{s{{Q~;Qd0km=@`u$95k7$T9_;i_G<JC
zPYxio9bEX2#5;%2wk_<}?4CA?t5mQVQDM`MCy&Lu08fCLjk1wgwLFFnX57}RkvgoC
z!LMm4Fg&jtN%vvC^wY)MH{f1VBs?=`97zv}k^kpyoQ$~}&V2G8>p_X!qQSdHmZJaA
zC*zqne6r*GTi<<znpgKUIL3JC!yU?`<_$d||Jap7bXUv+=Msr~-}z?@OdG#6*qhq5
zB^~|$;MOFAT`B*d*`Q9=h(_ALql_W#)ZvwX<K43rA4i<=<9YR`ySg?fR{ntTT-i<2
z*!zt=Lo7UKjxz`ie+G0a1i!_>UVJ6LKOV;9*dC;d*JWbXcO6d-1JRQl<2k}Fz>X8G
z_)w}{5VjNe+8!LrIby?o0AJ+2R^-<uph>9n8=x99X<*yPu{Ze{y;s4|w;-F(t#z9*
zGe{qge~xyNZ-GmY|84FnRsiB{O3>1E@YoPJmZMY4;Rvda&whOvgu*Bhf}?)*gdRgJ
z29Z26yX&rAnL;(}+7kO`hWj;!t`cHK{6$fkD*~T@I{Ng^ByG+{0rOq^3Yz97OCGQ6
za-)*pQImpf^=JxFRZ&e9SW?m%jhr$fk48@a=FJ7NRYw;$+f}Op19>3hl#q~iAJXYa
za+3&6523L3@p(cHqK0q-a0KpfRz~!a6#OABu%{&lB{BovC*0Do9|cx<0D|fQ08OW$
zMt%FLU+I(<7EX5P?d&h_Y-}B@6umwhmwwC4DjQ98<nBjebTj^WFd4+4=983V0dKso
z(c`LWnnmQB2x8y;O?ZI-r5@`)3LH>WVf~oqp<PiLEm$)G$E%10!Gg%om+oBCvZJGn
z9l~2xyCX)SZNR~sq-_FVNCdSbK#&mnD8@ZyM57Tk<VWae736^+k=76Sg%HR@bb&a;
z0HT9X?r$&v<pPC3ie-HCSl~@(BWN*D88oa{0r40VX@ky<P^1sC%V)?9q<mf;O>r(G
zu2{YXnI9#O7qp@N`BHDb(uxDYsr;SkZz!xj?^cFh=rFJ1y*nm<BktT{tGfdj{5z>C
zY{D5e!g=U}U^b8IrsXuBhlfNuM=PdT<y0$JvE3<GJRvg4mM102`SKL9b0ep^Wt41L
z5cDuaeS>R75QGR}rhaTdJKL*EmQRLO7K-yRR-YHRBSfn~UmWbN5JD3PiGLdM^kq)x
zqt@Gy@7`U*;^7LOFd|MsM{hHM%s)%R5$nNN17OG4HpS<HOYL*Fj{Qt-fy^F~Sbq-_
zVNfvsPOFfDsky+~?PdIId2MkOT~$wHLxRMB4YB1E9lsx(|16_U5&DTdf}Zc(wpxdt
zw?VxvA$UDp2id|)%c!enugqr64UJzXFAAm>(r$GwV9{IT$3N#c$=@9$0}dk`ckeRC
z!BsEPU5D!YCB||D>Ap_k%zdmN2>WKCbhvb%5BDGFyW}t2i`_`RP59sBID~N<*76hz
z5H5L7zNOjV6Adl)0uCNQ8;FMO)+y-DsSTU1`gLS|G4Kl}V_w(XKUKJ7d|H6VjGOcE
zKot8Mi7o3wJA9JP0`c&NQry-OA*Cc;#D5eOe{l%LOM8w;-X~1E0lz4-W8zJC-K`Jc
z3&4EQi<}lC03TuM=;Sl!m$nX0P7Y2l9fGH<W~1!R#0w(6sKqy_Tix>?eB!)JhO^=y
zYnWwfWL@#xe;Z$XNwMJLvOAo!@`GhIQ|94CcfH_&`TXhFL~xcF@@!_cP_D&uAFN}J
zKdSFRo%R22@jcG}(@fZa1Icv^G7EJ@ct<!UoCgczufUeLO=vSA`~Y<>nT0wVa6{qN
zdk#>Cc$TcD!}dJ}*QSfk{N(SM0hja3Y4^@8q${s~;k6jfN-P)a|6eC+LJvbv%t$PC
zK#JWukegZxhR3jeX8TV>whFoq{nBLIJpF5`A?KSzMN>dczVF8eND3ncO8wEJE=K_E
z@JUm2HN5e}>kg8555`843NgaBUcxIi0rvi$E-aK4t)4>$sR<fOr~8x0G?mCSmq;Bf
z1Svq&34Q?l732BJliX^PcU8vkgc<dO8}x(%4nc`uSdtfPKt|S;hXZGIBLKLBoUWA+
zxZuyBk!;OCBnS^?N2XlCb+2w*wBm@T2-$Ym&~%ji%XUWsjEtaroBBhN_G3^!sVB@Q
z&P7vS#j4@WCsb>yP*vuuWlV5p4>X&3T(^yg{3bQ}wM_|d<=f|wNi!=W6nW#I-pk<L
z@N&9~z?U1}Zzv|Bt(8HaRwc|vfG)ve`|n?4#U!%N(D@vkc^oo~%h$w_j}E2SG^_8b
zK?^IcqXt9zc00G`^Je@tt@29vA1~;p*VK!@b21?{kk`*9;&ig~JVVc>2U`JCKWp*O
zfBI?fzTS-jnwcS>W9S87%J32$B}Zq1VG+cin63g@`F@>ot{3_BKlMt!yXvK5vYq)W
zae@1hbQFybE{>hFNhFz384nNzHGBRR*a9T`VA$%i-0JddpZcF7dsLN@z#S4db;^ZA
zriusmm=~x`dB@UT=PvO8f|+ao``L7s=x=+{ku=`)_x1#|7tKG`w1{1)o4391UeOb@
zdpXOeU7MKUEcD-^ZU`7UwZ@ja#{PA9CU%nijb-A?T>-7RCm$o7g|%l46C3jp9<~-T
zLhHiMRfmY~<T3W#{*Qcl3cmIGcEOfdu~bmgY|vV%?}%ZBpI^3G;o^^by+0UgePb69
zI<Sal7+(-0<aE1`#|PJnQ$jW%mf*S7UpxX<Z#DF-Wp9ngZHdE(j-bCCsP&4dl@U*~
z5uDu#T=5laUn|!Bj^%w_4*BO?Y))|(AN5jYn&teDurvqT&~qD~3@bT=PADuExZ~S?
zJ}p!r{2xbW9oOXBM)4nGxCzKc2@1FY23?{w8zCSDNK2Q3Gzij+QA25wP>~R&Q>42)
zR6tU?YlN`D*xtwYAO2+@*mFPkb)9p*hZ+j*)aoRK)(Hd`a2GJfqUQ}tpFi0L^BDcI
zKXRe{br*N`9q|5?@KMt3%`gw=k(&}s_O&(wcbr6cLkz?`tnXUQT}Qp*;Dy&~GMyyn
zau#W#j6ZsP6F>2M*~&!3y?rqI%+OEJm3~}Ne2TDbI~`SF#@_5>votbo(*0*z+}D42
zp!<wXQK4Z$uKO-#Z}}LJ_J`R1RRLxGhcXr(${9p>a{}uQdbJ}>Y8Q14`h@WTlAMO5
z_HqD;cYe^uScOqyW=EOJ9xYWsF!Uhz574lDP{<+71T|Z~-~Q=v8Bz6UpFmZ?X3{k`
zDS3R{^+W16O!u%|nbQ9<3^8!9F!}n}u6z0ipn1Ec_}2U|#F?u5IU4>n>{obPeXem{
z8599LRwF6|s&LqYPb+qEn!{DP8cJ@$0Lj_yN*UIqNvzm%<no0=&-qpr*TH8)GMN$~
zZ87$GX4|VezKqUHvq>rb1tlKf&!wws7MGwM#n`D^V!9zYu?Z1&>KqveXFvC%jj#L9
z`@ktVDL3&NOM;1mrH`tc#HSyFtxFDzi6zx+et({B2YQ>$`EUIIiT6~Z8=9Xjp9^Or
zoH&{r0~bx!PbXx~f0Rtdc@NJmklL@6fUK8t&+Zlj56wr#ET=Gx(LLli#wQr?j`^?t
znN>JEF4?Gl^%zK#jhClL#WmEpuh;%PA1>MobjUipUt~GpHIw#?Y?ZTf`cTm0S=ITX
zQ}=<>+T`T!ufxXNwX?^AC!bQc<nI3Rw=eLY^I3~ssCslhcxd)_X)r19&OKpZ2z!5@
zc=5@Lgf64dq4lkuQoLTRv>+$f%#Ikgl@a<D$i@zhSC!m7-aURyYiC$lpWCd%ydAZQ
zi|@ea9o2L+j7BpNaG&3P3;F!EA%sLfk9*gVmx|Av|F5`oN_Sy(-O1J2hBv9VgXz5n
zkJ)RzkVEc)Tl4f6Kglm_D-5+*9)|qAJKw45W5qcB;zshg&kdwGwY@8_b)R3|US3$`
zIq}r(o7LYH@vwt<LrnOf5W)X0K5+DVa`6L?v{}pJFC+JFzfy}mSKjvTS0^uA>m^mo
z*AOC_$5lj5QOh657K14HXmpthxzdjM8W9KKy!`?8A4O}{YGj29LrdO2Z<hjQWfHYI
zaDkI{y+lE`a=p?2Nh9*@3teRXA$InD4e}09^sRKNO+h{|tI{;9x^L$35Ve*ZXrAt`
z^xoS%(R--W?Wx5#PU9f%s;jK<l$XXO$)2W#yS0BtF~x!Fekb_KrUb!I-joP+k?80&
zjw_0{C48)H=hrnTtqDzmybATW`l?G+uA8n;x1EDA>^phej>0?k0`^72`M~%jh~jyD
z0#n4psIoi|%vi!Nk_wy@N=FL4a1H}>k%pLSkzMOqcRz#LRIV&yv#_Q6K;4o75qAfy
zyuy`r9D#}ae|;67V!5$%kpXk}w-4x4V`P91H)3MUcOGJzX-9qOgRO;EL56HQ0#fit
zhUyO|wx?Y@^EJAqw}LeqU1T|W?}~vT+Vd8G3VhDT8zd?BLjIPofM|HJB{1N86!fSz
zSlP?tpV6=WfPRN?$XCTuJ8;HU8FKC9$xikD)b}bXygEb$Uz8pQ<-d-Q^(DFG6>nNP
zu3(dC=W*wcRse<Tcr<0VKydP@ZbM@MkmdSEpNP33!||r#H|ulZ%eF$xfJl`yxGF}9
ze=qqyK{6p-Iz3q|`6}uyr(7D#?Ns;}0@2%tXsbh){vg2tX4XO&B9Fv9pbaCzuj+AJ
z)nmS@$E8Wg;*rc7&{zUYm`<d&xGvF&0u9-`UNds5I`dj~?4d!o<LJJF3uTcCs3L9e
zBhxhhE3Y^Nz}!NJ8aY8SRx~7&m7W$)P1hXRx`2ZKzQZjHAnbh2h<Zy3t@t_pH2;;3
z09PXm10F^zC0AQfoSPkkYplc-C)HOD3~H_lB-Uwu5lLoZ6Zcn=HBXC8$ulXNXE2<P
zs|#Y>h#Yfg$(9INw7g$_i-IgqIjH@Ons{mgjEK|I9}Iz(CpS+|FOQDu5SPM>;3_d~
zDgZm7?a_l33^59f>TZ6GnI8##dmcAyM^*wtY+&W3m6*K727TH$Itx2DPLlf@6%-m3
z<Qr!d099+NP8k`(wPM9^py98F_Q?YAjHxBPC?2Z#$@2adz}@*Ed_G9Fia!=TvdJMs
zhENY5Tnf0Z^o!~I`wf!H{5vD58??bME%!rTSuO;zi*;U;s)xRm>&P2{S%KT)c!AEI
zHdnO9Ms9q_I^(J5#V1r*;g}l1;_EyBKbwjsiwX<Kd(6O`qdoTIU8VA~O9&tl2r3m&
zUDxN=MzVtL$vk+E#=iT8Rw~ox4dZVJ;bZYZE4lTu#fM}<pQ`Tq@|>88-%wvpe&jyL
zRQvpmX*_+_%eoPnN9!Fo^w(1b+#WK<hiJfMx}vyjI%CDHyX|#9cf>xi#%Ux3hV>|#
z+OysKeu;I0oo1XHv}H*rNKF?CA6HW5P!;U}#u6T$|1K+cyo6e0)v_tC3cs^LhC177
z=!5c8!u4EQnSmNrDY^%=Ny-|0%K0)S%K3uQVdzDn;1EmyE0?VybXAHf9FjcGxx=*K
zjy3|3@Hb9Cz~X8(NY(ZdDfkpRj<hm>r)6fE&|z7>87o0)B(l&BwB{_sxE-Y1iof7=
z_>4Fg5-fObQv3GXWz@_A-aJw(xF11;uyB)QYNt`DV^rQF&Q0gH{{ek#LfX$Dhd5&|
z>ERTanKj`b>ydaq>lKL+UJBkWFp1JI$ALNaKYwrv(2w)d7BX5<Bb>$e6^oiGlF|6K
z1trXrk0qgpv?0v{fe6+8N22dA?G-9<f42Abf!NlS-Fu=IXT2m{0<L+PWgJ!IU_|^q
zd9+6ey(WGJc@5|sbcZldk)_5LP`)bCru^HNRY(&F`xgbQqJ-h&OxVhYwvIM0)Co$~
zj-ut|>X6E>?-n3VBD7qpag%h2m&ryxQ;~Nb8(?X3H7rhw+#Y#-Xet%*Q!yO>F<Dnw
zf5BY7mOx&aMVO%olf_GOfs02c>GCI`xuQYDnaYf&qYhDX|J}JiK`Y*fhV$+?SIY0|
zJ<`eA961A+C7PQFe=tG&ji?~X;am`T#{zRUq_sCgZiTo8t`(=C0`~K((;E(cCRJ!<
z$oVZ1{`5ntKh0I_Z^wq;o_?<7oUT~we$Y|(dWjE{%Ap`jM-dC~c}^IaDqD$aZCpC%
z!%S$dz?_JmE1wsXdo+{)Z9iq-GMnW~bFTw1ZRS~qVwo3~FjKLhAAL!v<*(k$cCRkm
zdR>0*#rn+qo2R7^wfCC@ArUY)?XPLNUjSEP`aswCWnvjHXM6&zNrK5x)tijaskTgR
z`XQ8R>b{D8Q8~}eFY+G}VHa*9%6ye7VVwa)70V|Y|D7TZ9-YHvuveokNcYK9G4R!W
zKyO+%Z{a070M{)7RTR5Xj!^}M(b*}I&asV51K<QcD^vBejV&kzxFN{g671Dbj^+^?
zx$Nr`h)SU9iC|BIHLiQM@B!gN`mdr@IYS32fDCveM#oVQYLwRztEQ)+|2<(@#gp%n
zx!XrJ`ygmH5?YLP3q^LSIfbn6YTmcE1ggN16nGA#H;?|8VK`*rc4-uSzB(QF1Hy<%
z?Wg`j5r|9ie4!~U63;Sgz(jIAisKlL&KP){I&?p6@WBVs`SbQ1rd33r#47{a-I9SR
zlcdJxn`g)g6|M*|D2lVF_cI7`*<}Lsl06J@mG1FfDs~o225LGs0)W2Sh==+2>3XMp
z-4?n(1(fRWLcfOwUki37x|<w`$uri*w!`=^8Y8-kk6zP(y;5WDd9sw@RNGHkmR6%9
zcWTA!>6lNFuOs-hR7QA}<gRw!m!sX_<t0?&1$VoaSU1iDD;UO?uQ>|I&Kd-j6rNhU
zp08lLq5}V}`8y1I8MG>=Iq)k?n)(4*=6v>6lWQ;dI+h_3D2DOXg}_H5JTDD>Ph)?M
z7T>%7@xY4v^V)5m=Q=U#4(u_%F5Nr(t8VY#Hae^J%&_e9bmqD^pWh{q9)LV$DGcWe
zS-<0Re8K-XqKEh&iv0<BKKwkYRb$YN{t)&WtIHp81rTp;Z&=;lSh&5x`0GW2u7<<1
zt;49T@sX|ZfS&QTp5KhB!?uyffQB`TdCV9tC~kfJ)d7tBXknrmNzrE8HUmJb0vPQI
zT4)JH$%Gk9$t<P~!{AHk@g?}*dW1qj5?>Pe>H&;u03`-`!WAh3RSh3qzk-DtNQK#7
zRe6n06-4@d2Au*S0@^P23#vNGPpHb{uhho!!hKbdsSoZ?=q5L0+!T}ehq~+f*ByL|
zq(U5PD(J>-rgJ*_y{bFE5p7X~$UMO9m=fD(K80>6%6$XkhZbp5`|TC=nCO+LLr9Rv
z{)m=H#Q~%OQximDlX^@(SbcFw?o<GB7R`0O$0=!;nyyoX2(Vh;Y)cRwMvy&-_>?sU
z%zg3#oYWro9z$4o9caNheHi%AGLy3KAF2I91;z(6y?h2li>4*^cURqmh}N?sj&#(e
z1AiMOf7$%&KXbPKR~<9oS*)a|Aodfzilv6#`R(Ue@^{p9C%<WG@TYEIj516IU(r};
zsND}tAXdIKsCS=Uh^~O3?xmO-d2Jk8sYTgRBGeiLW6R>|k<qi3SW-@rk^Jo5^zsIq
zte}XOzUf9u!<4R9arLI3>sU<F=Ew6pNVrxAntlv*+mte+(SDd6BN~0TNm`A{A8pR*
zh&E5R_wy=P@zO&NR5i=|-X9NGo2HxH6FLS69tL6;=H?_x<mW@E=mgA!IFTC)E)1@z
z_;^!Hak5_kdF)KEo$Jy%;kCzR0&R&5E)AhTpnDutPR^$O9<txsM5Bg$E*?e&+CM#h
zZCD-K_}!NfekpW@wkz?_Ol!dFPuh-8K-KvLQoAQGcjTNeKJ2c2KXm)HS*{pX{I|bH
zEUA5evZ-BnRuU`zGxlP1=WayrcmcNVXVuS{&Fyz>Us9vj%fjG+sTpw$HoYYx=8qqz
zA2YaAy&6(Q7JVvmx`>*P^^uj$K2{Pu`I%p-hB5Oj6X)lVRk+J7$6tw5D3q+u{9IOZ
zU8)&*TaKB)Eqha<Bk$zzi2<L2*-Y9FAoo2JPI!y4RALNEy1|q9c}*$U<3bv3yLS@j
zgLwx;M@YBoWdQz}Z2kV>b4R<a<>mF=)i;55LUR6vNlnHv%?8ZDY%^5KHPRty>8JhM
zwoJyYM*Mdr8~=nUlKUL*+dJ($Hk)Da9By_C6T&vEt87y5AOG5KPTq)yo2=ASdnYho
zU3I;Q_=}o(DSo=QiKyZIgnQ{J8|A1djPF4K-+UY{Fp$DeYL`O7^IjYE`d)bgdGl1U
zOpdK6F+R$mm#z4%NZ;Fuq3~Kfl^Gm>2CQC;9*si6e~!|<t2~GO9DP=SDbup>7&3h|
zY<@f-vzAn`{Hc1`qQ;i*X>49iytco1_P&nN*2=+<pqGN-hqKZunEA%FhEXX`D@**$
z{QP7qR#)Y`JK~f9_V*h5?xfskrDK`R^nX|5KCp?Mj_OlWMuv&Fy0p!{(Z#nlMe+x*
z9}~@yhvKS0rAxqj4F2Nrya00G9QMZ%2)z;Jcl&9W*)K>HPXeby7O<;mhdGj{D-~vD
zDM-5|woyvviC!BD+-qovwxkIKhFgJ0HLuaC{*K~U#(um?^tfD?3G-HQ>{vk-axqZS
z9;?wp1{tuIb^eDB-a3#K?u9gcLMJX4K0bKzl~4d|4GhE@DzcE;V8*;>;I@<w|1ygg
z8vjAT)ge|T!I`YlswE&E7wOx8^1z8r71l7}Ggd*?T#lUe>h$N(Jl?+t*M_s=j0G7g
z^*LSaHuB_^^JSGeKToCca*g5S3K*&lxg2<jWr%~U+JHGT0#+2$13>vBm;^9JLIb8f
z!>Pj$G6o-gvRZ)&61atfByYG#%RCno_xlgW;m)XFq!-Pw11^q(zMzA-T$1`8#_^&3
z(jzO!{ZR3|sk~CjO~Gj3_3iFvnWdBxw@=q-@ha2eauSM=qgx&U1Ll$gnm5wxbd0#t
z$ZFZg*^4AViUG*h@A`}`H<6Tvx<uuPlTjKBsG4@v%su4pTNojW&3YG8GmWb8kN8Ch
zhjb1uHIV_caVACSg`57SnG7Y9-fiJLbo}YcPLVZPiQgL!{9JGn^!}bOJ?%4P>~CaJ
zYtlROOhPJu^bwC&<-58!UrUZcJWXSgbVh!<GFbc;b-$2k>CTibp{(3~MTmjv;yuj;
zmax}o{5dQy*a-OBa??X}8G-7SO`b@7u=2vj>&sBle@w$R&Vo=&Zc>ZBiset`!99x+
za76XV=0062gaL&IE9dJ7j$OT>kJbiC)yPWOI`;2qV^U1B;~kgNuWD&s(nl8+S*`;)
z%~;w<XhAUkO~qf$swX)ng&swcG!lC{`BgfLy0`Y7za6<ULp-Cr0vFK)+(ISU%Gf$n
z<I-)W>yg&^8H|v}QC`1zc;J}~X|Lvm!2Z`QKPb5TWGuP~s%QV6vVgjIg!r1u3PysT
z#fS4lzoSQJFBAr&>A)Fx7vX~9|D3FYIg%Ien6jycYMW_2<p#byU~aG`0V47RxU18K
zC_zg-u!dI<w{h_)w0t)}!`4*%P?2D`DJ^)HMmY||m=RE}-ZY^Qcf)Y`0yKfw;~Bi|
z#)I{@{GMtOVUIQH{&Rn*#1+=V{{#pvy?SHwnpLhGj*DcJQH|Qp4m(Z&)kCq)H7$1s
z+HQ`vP4$527<s;5WSrt@l}xm<nHLJ{xfu_lYc*8KWNS<5RJZ^7Z2xl4=w%5Wc-(yj
zVR#5U0IUO3<@?LhC;!kLf`e<A(WHgUZzN=+qca&m3wQ1R<F3hMvA&^PUMvGD7gi=<
zT?SpLSz6n`;WSWi<$X79C^rzoEHZ%WTtm$>Rnag;o`nM}BNgcGjjyY&xsSX7A1%XV
zO_Ace+ZMV$qZGUt8zAV_um(2+K#D9$wpT}eh&9@M0k5Fop8*h5C&KSzT+^dH`=C-t
zQ_O}i!t>LLBZ5*<x{V@n0SBhrFwh88QD}y#->0K@Ce0p;u18-YLO9pH1=2oNnt8@O
z0i!6LB6i=mTT;wsFkED20<%Pe{_XSd29K_GQjY+r)f}lsA(8}F5CK<r7;%K(eiwk<
zPw6>iD`V->gvHxrCTuDZ!p#deWdj?C;YDcx+#B>k>s3ndK3x;VDh7i-1lW#6u5w0w
zoI+2?!Ik&2c%O@^#&PdTV5gqsB+99t_Wo-Bo|NC(xUwI`RSU^25OLlMJf7H=WAhI1
z+v@R7m)$?N8z#@!9-{onKMh4q&nEk;gNReNn}fDG=Ne8<_gtE(DfkS)vR1kW;Irn=
zhA@C8f(qKJZ>Er@DaW6*g2=r%6nVUUE^w_f&cb(hHrKVmV~2FRzZ-!nr~Jh3^w&$J
zPd2$RePjco-YEBgS;Bs&`w&p=MSTmAgR{IAPpuo;L+-^Y*aX(A`BlMQIqh~H+-nbT
z+<B-wrfN2+;kA#xr<g1n3}lu^p2Yu1PKl_DVx?HN!Tw!#)&&N3Mfx^GhIT}HcLavA
z=DGMMp}g?-T=%X3;Z~Z^!eEUKTD99It-%<3N#Z{io~!`iPJ@;{rZ0R0D~`UCtPV-J
zcSVyoM6>O0r<EA&^s~0<<XXrIU0t6AJCiniJH>VWMAYY>eu@NdVOsLQ2nR!`ww(<r
zWV%@_&O*#7KCX`j3<i0@qtTW`(8)e@1at(Vr%o0^Umc;e5OEO`Vly}lIsqg^l@W<_
zzyfGO^aSCaWxjak^$D0Gn;49spDBd5s<lW^RM_@RRg?<wgXT&cgnkci4eIO){#l0B
zlhRYYU>JhNAG8`VUTGUg(|^rUx}l~pd`)>>rdFy`jY|<K0LY|J<y0tGR?vYrWNQS(
z$f$#0G(}vCHk^ycv~0QaC>y)KrB(P^NNP8FPEs{!W4S5jk+^!0$VR6-&i2(s;QqAE
zho)koKy}})k~aeiNqNCNvMtaKC7_os*acGM0N^uupe%}<Qba&IS-Rw_zUhJ2wGToP
zwLbvpQN{zS2TI$k4XJ}fPsX&}Wi^}6AQjfs!pw~~%a$&^*5Ws8xjHrOGbmYJ8#yi$
z7j|+q7#(V;Y3%I93EYnTy_)9KgBsKG`Bpw}6ex1_R#|1M!;QDzN!NFjf2jIynisk1
z*<r=q2v)VZ$3M~Sl?%xn+0KTzkD{=<=Ie!_k<!yo+;bW^Wfwh7Ci#;Si=W*xc|iRB
zE)D%5D((&|m$Q)kOgyISF57VL?wcbnz;Z{s1X$%nZ6k(ruI9cC>00#S6%T5EqNu|7
zC)DbLQnmw9b<$P)$Q=&+W1);tnH#EqAS6q@BU}~<dk9kupiu8vfOTn99r&cM;+H@P
z*JM6jyYuOqLL#GF;uWdHE2zZxVxJgM32I<#X-3f=+O5|YcO!v!q?Srvm12i~Cu)6c
z%+G}q0$3>HwPOC{8t>_{<`w^Zp@j6IS;);lIw_&G{Nbxh1HLy1qGYN@qS^I;j0R9e
zI|!h7WqC+-Jm)eXarQ#Q>oq~-^IyD?Xxn?vJ+J?SeTZ#Hbq;sW3!cEyMs6NudrjW@
zcra9TS;U3{5C#L2q#_(LI9>f1$W~cvm6xbpov-+McX#Z}-bU<XP?kqdT@kZK#MjOi
zfZ394^`6vjh=(~IivqeA5mG`~*lt#Mk=`P0_otaKHh3EkYpw~}T>Jg_C%Eg`LrXD`
zJGsZO=U}0f9ZUGBiVX7cn1hX<;^GKo+<gM>q~-uO$cJI~eR)2z6-8Y-bkZmf0NXu(
zzf9zchiS!CD&F}?PsDe)F((7m?Uoln;qQfO1tp$_W*Y?!(Vhm#lnLSU5th@*-GT@7
z0)RsJTr`h}ZHL{sNom=$NV7YKv7I@H{QV90x3o&UGBzNOpKsmfO#X4T^=o#(dz~uT
zwdsBl&v%F5&-Dk!-Yb98`?~!LU5*XsuIBlAWUg+sPT56lrgM~Fg2E2k_*U*+p7DLr
zfGrI635@s$diZ0$4%BL;04G1$3VIGhI9+LMblx_(Nx}aZdLQRKI6G-`3`4@VP~4!_
zZ<zL5Jyg03E;TlN-4H1xC${DisN9>}sPGaAcim0(bDr)HG*K%L*`GPZ+Fd>a0DB##
zzl907_s1N+@G$4!ImV(|)n=(K79Vz{6=r=Ma?VDb_IfA(Fjp)iVjrGxrf&aHm@0S9
zb5?Qv<>|lUrs8Yo8)Rngci%zzm8qVGk;c0ri&BFZv$JC*CFYNZ(ivi1s*Xj*t3>V|
zN8&;gQ=;mtbCq*{T%`tK5hJAd%N!Y3GTtSoeaJ|D@-9g??bFAP$q5OmX>e99Moy;X
zwY_XTe$!dg9WFpIMq*!~iJ>>{2?2XP?Wn7Jh#F?od2mR#(IGX1SEqr`-;B`E!jB)@
z`ss4NQj<s_M_9E`MM-Hs`f9SGU(C<$UxWRVtz+Y~g6wx!Uy72rN*F>KyTaz~c8Z=D
z{)KsGEZ+W9y)cX~DmayF9_<V`z)@mT{Mq~_`)LbXaAr3I$(6B5HQB2aX7U0@HClcY
zB~NntFUyZxDE>vkQmOwMx7ig+ur>B29j18ttQt+K_-7#*Xv0o7_>4IJl=vs27!ZL~
z<6BW<U6H5U_fu@yYtaT!Fh_H6$owh79<=oB=pzxr1Amd)V)X5SiN}DEN3W?zzwyC<
zZ1#Xm_Mlw0puD4y0-ITFnyI&9{f4spbZ6gC)L(@Z<5Q8U6N~j-i`^Z$>EGT3&3itW
zy##W4DD~{wh58eE&s}!=xv9Cj^6D2^x#=VoIU;T-CnTpX?L*(_+r^sghREfI1c;fD
zJSo(eZFQxa5t@hrKrcPOr#0BIXaOjwmaSZd!hMLNAqU`SAVRh+fSYZ)Lw0VT1}pr8
z0P!Y3eB&W|fUl`1AJmrFLK`6fwj#IYNizPsmc||&KL_BFAaBVZSG~Tgv4;8-YA9L0
z!m@-#0L(NYiPXg9-1|rRw@&kzD*J2^`UODl#r9j#O*jqw0O%wG;^GEkS3j$K0BF-8
zRG=S8s;uzPjcBy(jmKq|BkzDiBE$}=^x3o-Rh=36BTwH3Uix}Q#r>h5;rlx-dtuas
z@vE|8PMJ~jRvq8G*>_caq4BU{)-w}<<Aead>?z2AdD$wC>)%T~PhdtTq50wp?5oUH
zK8gEf7SiV03d|SShkY7){J!sDdXEODmKHnpKhr|!{U6j969V@c8_O4F#jRRkTnXHg
z{#1Y|%$|XlGy(`Kh^wlDu&&Ij+39$d$R-}uxRt1H@Fr4L3p}1}S!)G`4SL@Kqf&f9
zrI<f*lO2JT$D;Osbm;Oz@Icp?(tQGO@EJEnJ{ck0V*whj2;7{0SgH$~Zu5p>y9Yp*
z__b|B-Z2#dFa^#dd_Y#7?d0%~#ocF~y5G*}zP4Ush4-NizYg8o&>}0XY!yimAxSB`
zq|l%3e}MQ;|K#HZ`@*v7glXgc;$r#YB6(YbYdY_7s;e&iFWLHM?ny|g_H^s>g+|Wv
zCfB)@t6GGyBwqRcp>>fjK^uzF;Id_cy!T|q0yD`?UW(<jN@b*2m{oU`*!E5uCnsPL
zHG7Sgu1ySa+jsNY2f*;PI0!Th1XdQoh2VAg#Bf<h$`3Dxbi<t3sL4v9MW+ajj?I7c
zRMBJ9*A$&+H{s@2EBOUP6EWIil>b275G?-H$>=v)D9Uj7KjYSTU<pSffV6gMWO90!
zKVBdt=#~CZS7<ExL4bo$?ZxO|k@6BlPHD>n7!V?bL$WAT1Z*#)y(sL#NYS&AA^>w8
z4F!kfQ3G+EdB`uA;jSBx_1iukvG<H+21<lDD3PA-oDmK11pt(}7S8R)j&jD>f>6hs
z5V&u3WW&esKY+xf3onqR`f89@&{-S|1*bTCgLeSQpZ~%#^@?bJ)0G!+h3LX(9!A{i
z=6*wSO@oo=;7cT9oN_X#Tn>m+Ehpdd7-X$mjx-7rnN(gAQk{Qy5yb7O$tsf@nU>fw
zbg__0^p*0WYHYbOj$PFfAzT*6G;z;(Ld|F*!ejzzH4j%dp|=e?ynW@BT7olF32H+9
z0L~INqIT<hEBeB8Ps_uIN<>s?%hYrmPzgp%eYl_cE-qXT3x&T|jx=&lpeycChT86e
z_&@NNmZvDe+n8*wL?)u6Q-NVg3AqR~>L!n=LWOr~<KMxjpQeVKv6Lu*I6)8k1sA5T
zhfVx|8{MV>#BXz@NHAa=UPkQ3+|Z;Lbyz<HGVgHDteD2Kca;twMGMR2;z;f7mhJ7O
zqaQKJ5x4T<tvYWNHK+v(I?TH?D^c2|x?$4)tugo*n)_MG4w(^=CyH&2JT0E^^AuAi
z3CbG9YY$kg%pCRxzF2o)GaEadUfEkh7%V_`^WFp9Tmf7i4x|>2U<mbp<S}M?SW(&^
ztCZJ+O^X<B%3=b>2XAP%B6zUwOcoe!0W_Z!lF2dbs3{Fo#`5NdasrrQM5`(^4<rPD
zdsaX06!7?KgpV7HQqcWu$1N}>LG=gxuYJYaVQt-Ms&TcEh{JEJ#QNz7$Jt-Xf&Fh)
z>iXVZmZgI|mNK3ALrubuhdX<_aFG|oD^Py!#Qqe~^W~&Ml>gr@K!{oV?J9q`=Sq!g
zIIV~MA)Vv)$ooUp<fV!@%As5ac@2<d;`Ra|gaxU&^P`lEprb^9YS((^8hCmdg^;Io
zY)OftycdoJ6Ct9AsoL+3OB=;>x9$#cnn}5Px^MT8)_)MoZRqf@rS8=(AIg73v3mzr
zlx5^y(c?!)w@D*0D^Y`u#anV5Y*SFw!|{|j12&lT@#pK+_0k^~a1Vt{zpwu3MtxuV
zu}ZUmTbxOM+wkXSz?WRf(t631{zh;}VX*z69W%Sk#YY1u$u?9biJP~M`%@nRin{)i
z089o^QxKIGw%YDBO?(dx?MGSJscF$%e06P>ri(BkTeefWkaJ)o)=T$ub+b_h_;|n!
zHTu~yc9K0FV>uA~1^YNg%8~^;CLsn&&=Q8T@P&t<U61azptJ?~HLpD+XNfBUE*QPP
z=ppV%;F%rJhX-Y<k9_}68mpr#sR0ah<{Q*IEoxGDVrqLUJp*u0qVnO@+A|A&IsvD=
z)#frO6>E{tJkH|zX>^TI=khgEO<kl?r&=JRf-n`-Um2fPbf3H6mNH12>Pa77<*B`;
zuf63xK43po@%aLnXGR-B1b8|`NCOk@1eS&WSLkqlAK3MA-H+pF|9V(N$lnfoKhsf5
z`Vt<p{P!L|N0hEq$`@zhM|0-MO%?Js-uJrx^bG{+t0EajZL!S%p|(r=(ACr+8o&!?
z4@m_A@7g}!^6^0UfWQw0zY}v3)SS?P;|l+9yetn5j+%eM;r@}UmRry|@VRs!;_|QP
zsQh<cFS0m(wwF7U%LsZrFktyko#H(CgD+qr3DI17o#^(g>-A~F*Kwu>({mkfR`cFi
zxd+Z)-Prg(Wp-VpcP`s5emHHB^m>Rklg20F>+XjK)G@!+j1h>vnmd!eHVx-f8vQG+
z5r>VH4?ZQ?$q5Xjl|1!YlmTF+oM1{_!I0OI{_)tFKVQFwl!8YIohv>66Ti<icNojy
z6a5<9n41ol@N<=^SMFv!PkVIt;Vtmv4nmyTX>^!BEWAL5<_AZZEYu+^(>&7B*8;kL
zQ*^S5$7sXu`NF#6G3-$=b}f3<;tpF00hTfztF%P}v7fwl5}%*nwpsnQxcZHGwSsx=
z<=f{KOu0Xox^->T-fB}Zj&nR9XWeNl<sZmRIDv`59KL+GAS7mkB}1H@<F%aQMRl@I
ziZ31&t9dHwQyKR_L>e$i8YLBWeOa%h$DPVR%vm+QU?}q@i1G6a2?t~4N@pv@PYXe_
zjAVrb^7)UtEa`K5WxVP)ciB5mcNI9zu0*|0*s9>&7ouv(%%o<8Lx67%pcxn+3|F$5
ztqU~Hn79Y#9lv%Tr<9Exo_1lYt701<l$JP)B4F1$-6Y)}V<ARyTbOqM?f()~e~*#g
z@9zdOA(YdL2QW_TJRY#(j1^ZjH~6ly0Ymd}2`6P^#RgUDb99R>mb5HS#|yU*<~n^_
z7%WD_?Y%!mq+(M2Fw-4?MDu4_f-Hh>&q=7hOW$1Xg0BoG8?O3UeAoyI`nGgs9`_^p
z7Ve|Vr8_g6Me6^G#9FS+Ut#yLoXW~3@%%K8FtrzL9C=QA9^XdMQz!c7uq4a&5Ai%F
zji`~a)6LR2sr8azOwCACL81c>JZB!a?mIs~{Q?(z@RIA<+LYn9Fq)XE`j;ieN2Vsd
z#N(e)T+dSE`b#~NEp`N&$IXHoa~Jpj^nDD}uRbkE-!2VuC|i9G3_m!B42~T6xaiTQ
zmV-s3b3x{q(#Ln26=N<(j!UggJ)znkvOcNbnn#@enHIw<{zcITmOUdJ8vx1;rsou)
zI3;twUot7@4_J4-ypIovwtID2$5hHi6kAk3_HRRobj<=YV7JDxW2GaxqrK*)nj?7t
z%zL%>U_-gh!C3K<sPnZf+DNZ+Ezu)IncsnqRfnq&yJI$vw{)F<-!u``s{EAUBqui+
z<nV22+4Fbr`)dSTVnrYluAVE7{ZZlF;Mgt38ZzuP9(Tv^uO6!u>vKcf>ua~VzN&|J
zUp?YBc16{iZY^ZJ@;dbJ*hhjE=AYxF`#zc8x#odMy4ivHkHF2%BOrWJM39?bPF&^|
z{|%`d!cun>Zru?UR^(RX5txA&o$QbK@m~Q-R=-!3C-oIsU6UqR^1#0!g}zR-we0gw
zX=gFk@M``+LGvW_!%`BBjHywXE9{?OS7VwVvpGqssi}5#cHY#re*2ksDJBB{pM`=0
zZZ=I}+ljOIYt;;y#^tNE;F}w>AJoMsUbC@>HZQMtk(9sOF~Aza!R))6nE7G3^GO1h
zwS{~m1CQD~Qw*b$|K}ciL1_yJKPRX3JZcUn{Hl`HKeMFZ?+}zU2-uYb%)EuPP0#`5
zg7@y>-*fd7*tg}wZ_9M4-;EL>y*T~2QUXr(I~q@Dy-8%kQ};hBT<({+z5(DP@6av=
zk-7ge31Y<lqQ0c3<Om(!H@grNpOb(o)0DIOSY?|LG%kK#^s?*9@919#MZY%Fel-#8
zLf)jb^`|Tr4uAbEx+aw&>WH%V<&~9n7Vu!$Lw!%jaCl=komoMl+pivW;)Ph>nwp-g
zt#7tbx0p_DO1`A<h;H`puTRT}3&s!XuhM<=rND>JaJC1q)+d`SZiyJ^zAY=<#fgTx
zI<-2}K2(}mc6=H2b?rQKYQBKs)h}>6u&xLFyR&Nrfq278fr3Q$6IHIT)=#9+^uH)T
zafF6R7-4~T8qk-OfAJnom@#wKxT=FBfKR1IslFI}a#jDG+G|zEchTrPw-tpy>Vp6z
z3mm>2nsJrD-Kw6Hso&-Ak41kW6ae*TySWQ2s>uwvk^nj|RF#nz{;Vtb%?O$^bL<|C
z4N!=rYH9>zY_vQ)F~&lSKvY8vB>pKy!p;FZq5YvTU*7J)y+2h20RkcOtl-PyZ%!mx
z_M8PKf17H);Gfl^!p-Y2uwl1dv$h>Yrl<9)aLX$Ey|~l2pDH^!gC=N6+E2@Bf#mNB
zY;wzp*d7qn#hHZqGPwNZ@w2ZFpWlqhy%qcQ20TdPHHT*G6^&>f5>Ru^#WBvxHPzaO
zFm4ZhMBvU#Xosl<7C+G<aDxflWjxYl^3r8O*UKcYm$9p#1Gw?{!joYoV(5?*Z_BOO
z47|!41S!;;X#wJDKyJ~Lkt~qD^A`oA49{WvnzpP#c;I&gqDXKh&(_dIB`yYF9yM1C
zD8>K>so+1^C#=ptyiPD?_c<k#)<b`z7nMgc(+e6BKpemvT<t2S?(eMRy_L(8=X~dK
ztZ64Fs%|3cZxUV{(>7)7@=Q48sjp_S{0)QjWENQYoqHYKX13uq+}2k*byoXm60Zmi
zF<o2?(^x=!iIpHg-YD?G^McFn+3Iw-uwu(9s;a8X-CHh4JXMmG04=D3Ls*q&;?QC=
zSv7`AseK4Z2UbCh(F$U>4Q6gGA5;^C&TAZv?BfhK&ezU<H29#zpl8gZc1kyv7KlMv
zLfeNsb=QPo9?CRfJe;iXDs%U{eYTGJbxE@7IsEVZQZ&EoCpY~~4idJeJU)QcQMu2@
zYoG*v&aD8!9I;#C+CrhL9j8y9AVHv3CNW+KoPS3^zrs+`J-5UwX~66PWxxGQk0m%d
zvPans{Mm4QTKH&3@~g_azgDCQJ_gR?EC_T#(rE#zqS6a^-qzDiu){SV07wP3s)BQd
z<uUOY;+Ej6Cf`-cLZH6yEgxypq(g;NU-wk#35l}$Cr2to@n3^hz<0xWPCyAJO+86;
zLaON_;nHCvGU_dxNL7&+JSi**58nECr7?F7z2?aUXX!SKh?~#DZ@ERXPIMbh+%uWD
z_r&Q5E!H8Dk43ettejrXEmE5i8D<vQBVuH02cNod(fO~k2^uOQn{a7S^!t8g*|_5K
zuR#N};1HNJm?u6TY#_jG9mB_OU_PMSLn8sB%a@ai=Z?>0Xw$d62(|hK7lgOX(6vr+
z3vr2SwcoScK$d;)e$~|%aDkdBXA$}`6ugVStjzbF3V?cn+f2dS%opLzSR;RRCvH{~
z%cJ;LFku-QrOTh16wHaQ{PeT0t|2DOyZXf0FdH*7AG_y#{|P`htqx#mAwDfTX5nG0
zcBx#$2ND@g=8mUQ4}0eHJR(y#wB0%e+miVVOJ<ACwO8YMXKS~3OB+&%w~5SqB(KR(
zVz$BojN(DI8brjLaVCC~g<g!YE|Lj0JD2)MER{a|q)u)n>B-j}4pZoX2?|4Owx_@m
z*nF}5H<<a0;D5WQ`IT`3WE?0e!zGa+uSe7bzLzt7JP%C@Rb92`cV~&>x(8BUuz})3
zKQ4>As`tZ_bamnjq{Y7!^I7E-yHPw3znZBGU&{zwJ2=)#mnL;a*<nskS27yi|FXHx
z5LP})Va~@BDaXeZ&4DMKbB&bEJ=f;_GuRxtU45?=McS{3BNKMyFofM)K+>t03s}<?
zvLI~_?I31@)()#J&hRUCb3vP34-Att<o&ld6B_&dtJ0_Hd;*rX6FPg_4{dO3Y791b
zYZn&6LdRmqK5;+0A{%F?Rx<_hRE!T`-<wvLs{aS!w0U4L9Z`}KUR5{wybWe^=Y~pB
zc;MICcvx!VdXM@cbsS(BE3czu2}{KQ@V34Myo$wBs-Gswb1J|g``DZRHwep358##d
zVZQg*F@T;k@W#34I!SvN$dg8X&?jUGO=&abi_*e`=r8ra_J`??`)|AL4@)6y`bq^e
z9nU>$QFFm$9E6BtCH=QtHidHg8C>|(lH4k(fqh0x%c>+s$`t;xPiJ9p|7s5rXFLuR
zEg;Mh91&-Dm@3!AXYj0bVMsMx@;23rmOezyKAo`QO}q+&qfbkz3xgt}DXC5C{YvgK
zR8>Ur(m>m1>9%zX<(*4Pd;yk~fc&1-lLvveZdp&<UP?jO(kciC(OkHu47`VERP&lx
zRM;CZ&?5RVLo7NB2(OEStn%8A9E{?7QS2t!K+3W12c>KgvDj5H0ag={!X`A7h&@wz
zvbnlAT72WhwC1l@@4oH{3{SK}JA%p}ql(&xDmPQ9>bQ=@DZ%Nu_R2{ySU1O^mL=tL
z{=9vl$a4vN1)tS~fodfzEuf`x&+92;k6*G^3+#$j6dtybRa3!zJ3!Z9d3+|7i|8&#
zx9H7!({jODYWC(fzvh(TTaPk%u1_$#4^bmsnBwN$RgK#oj^Bw>mI~%SgQ|+b8Pp>*
zisDyi^E74+lbV`kx7-5%>?be&;$mGp+bp4%3RRf-uo+-ocedXfyJb_Hg1g#_3YPQ)
zq2|Yq!hq)0Os=7mantQ?H}v^f)&<?GrI&O|=<ir+&nsJ8x(juiC91w$NbqyAZSnuI
zE%bQ80A5e?lb4r1=JGH1x?Xk)kW1HrtNlfneM3zY!o1+E@5u1dplm}-o(J;b9rmni
z(FfPwjK_AI#&!_nx@e-iwz`=9GT#T#1<JYQAqk8!AFn8+aMi~rmZg6Do|@8-ngRlX
zmXY@hf+MeKLieIB?b?#FWM-BT_9V~&AU`Z49NuH{cq#LSg}I|(odT~WeJaHy@|3{!
zV8D9%Jv^&~cK%!?DYh_J8?c+A>B0)Qjb>RszqmA36^afczEUUrRimNr05f!!vqmp#
z1AAwy!;OWg_k>OL&om*W!Fd`odWk{b)AiBcSw(C>*}0@C%Ry$FnBm9OjWr|ZQw|h2
z%Y|R<9P<c8R4)-Xi!%OmvUGUX+~77ZsD^B+^C8?yiH*n9_-(KK2BsVG=IVyUoNPN3
zT#6hZETqI`5IbXjHP^TUI*!(7(Bhh*7HRunKf_%1_*axV#&2O=%NOLnT==y;FPLy}
z)QWh2-mbK5;nYg*RF_**oKPb#G!`%Ixm@wL`?YSuftxcz5vHsuf`^TwgRh#!W{KNC
zAY2x4l^fx5^xJ%|{q4Ow5!XlX|2;-ix!MaVz${0M8=}9nWH|DFmi)CN5q|B<yxp`W
znlY0F%{AotF5N|4^Ktc)9+c<1EXGC79Km4Dd4ykq52#fM*cui+_cTZypx)!eLvUJ-
zy_4f_Zx?s=JQWe{v@>~=VuUZWuotWyHTSCx^{A}aHa496yL-^>FW_=)Ftb@0@U3|>
zA6t+MDag1|6!a=@RVH~2=NQkXzGZ&R)yM1G#vLAbvFlLD0gM9}c_t|2oL1P~L-K;j
zD3GTW+g}*!)hAQ2!lMKy>wRz_n)2PmbLhX4705pUcard$-<!diL>TFcV{n?U5(7dq
zC*wmKzpJ#G8lG);0(636#24B~V!BC%nN+Tv%fm{G45#|LKm1;NbN2nbGoU)%`?`u*
z_tUMMdaZ$@wA2j+@n7Cfbtibey{6Z@X4#)iE=*sp=eT9!2yy72(mZhVkkHgg^k{)9
z$1IS8umVXLZ4b8i4eM(KBhk{n($Y(p``Hv}OVO?wW#~XtBOedXhkmBY2G&dfdRbXV
zEx_6@K-s~`)XB&vRgq77YpGbf$IR4pXNRk($oYnZ<AVr9n03C)O`29B<k(D{frH4S
z%lS0BkU2rq$*G77Na8G~J0OZh`1ph*Bt*Eyg@uK0-O3e{D@5`N-;!Yr;2naq7wDh)
z)(C9B0EM0a2T%M{V;e^5YE@*7u6O`$)54>s+(TrygjqTV@n;J$aV7T-<VVipxc@M;
zxFGPKUjqr+mpX#YY{ZtLlJ?P*GLKg$LCsq=hmF8?^8>T`iA?8Fv#Eah>ekut0wNPh
z)}tUFnI_*zuLcFpw<U|tBb?rfPJc12daPDrRE}2CkfBMi-wc@tvWF<s<eW0#5xM@L
zKC<j$^q~$M`dCp6$TxEXW5c7Vx6V^f&%WP|-LOmhrR8s%e$c1*bx^KYP?p2Eip9iB
zq;l8v@h=YmpQ7JQtSebr-F@k-U?*3v<>i&JzN<L(%PX&X3+=l0r)g+5Z~%2wLcob1
zz@E*<gbRDgR3^Rn+PN=NJ4%65Q{WIvCLq_)F|#+#ji7>6z~zALs^aFz(@p`T4`~0^
zDdb*eu8wFf8F1VFi(hjC{tzDEqN|<XuD9t{DXX0Q`e<DBMHX^2;i~=@<JYR(@>uOI
z2PLE)FwHQNBrnFpg684$C_>(%FJ-<{AN_@x|Lfd{Q8hTCO3clvCjtm?;CVe<>GSC6
zie5ttAi!~@8eJ}YjTN5I$S-~lIOx?Rn7h6)-Fo>p_fThz_NRDQxlvke({)Fir^nAr
zpa3n69Qz^UQzcFPCaw1v+l~w0)NCZnp3(;m)l{9j>et_L%RRkSE-G(lm9S4fF==Sb
zu{ZHr7}u2i2Lo~y%3g``>iixcZV@k@GQ0$Af*(H50(59@t9N~f#d*YqMC()L&wfk1
zbxUn^Kz5aDYA6K-);(0=TL4VKVxNgh7R<_otT*kj3ugIL?FsThd{EjR8v?h<TFRAq
zI#T><>7&2Al>bO&I^>p^xAuDF4*HzS?GB{*6;>cCR=EO8NIyuLq>DfVU#{7py$z&4
zpeK4|sUHyIu@+&zd~Gu;IX)4!+(u1qFt3$G#?4JD&%@<YgaIkEUSQ(UGq)vDs6!G)
z+ws#pLQ()2YgQ3@B|xP^>?=)w6HyZrQAdvOq)O%I#qq|1*T-oeILdUYiKsa#bl%Mo
zW3+m)WA$PsR>RgssD$agU@r2Dj@@N7<nAB9_>ATTDV4vS{B{{C#{q{rLLMtw(gEHU
z!2D$aF3+K9`!&lY4ENBo^<o5Xh0MP}zT^8hv%4{~$HN@)q4yQ}9#RgKS>LnuA@u}a
zvIr#cYlhSA>*TR`BmvMhL3Vkp+utK8pp0TlkY}gC+PQ(LI4R$tK<NEVi%l~jD`xiO
zph0U2gF8CT=r<+~gC@2YUH6H7X3iupDn4Lxb+uFJCC_;ppWEXv9~&+3gw1(pY5vxm
zw>=Yi6q$Lr9K(#t0WVrR55~#ri0<4kEXXX!llFXEH4O1KGE)u8_%$Z3N<WVVE5@p1
zf0YIaf9LmRQaM!<s3_8Q7!TVDHwtvzjYQH|y=hQJib|<p7iBx-XKq*4*6g^ZQ9jXV
zv}}IeV@Ze4Lzt!RGSuwwsYh7JQ=Z@S3639n?%ZpT72&r|u}ygSZA9k&`n&6Hnk>>h
z7cVooUp_7u;tNO1sTM`Tx+MMsWTP?|^AqKJ$7)$-ks~5TJu1*4WjGE#K`?Oxw;3O%
zvVx#lRb@YspbleRRi~OfU#Qi}jWQ4xzkERg4CXd?3Vkr7jQ<M1Tn5jJFuLe(+NQ8*
zZ?zE|A3nc!dw}k0&Nx&c0ZGUGWr8+5@{%#qh#*71im<hA4Gis6Njp`$o_yIfPQh#c
zhxmM-RBynntPN~N?E=RSvG#+?-*b-)!GJpq)sHH((Rs<iy_=e@^=qF$w)^+B&mWT7
z`uyL2ypbA^sp6_@$*nEh+IS<-_7GR+&HgN@NDKo|63zk?b6(O|oasI<$Nz3T1iZaK
z?Y%!)yNGllXU>1SRA^MWMArIQ3JI8jr6bJFe@``blYxV^akw{Io%|w$>Q#>SV8(|r
zOvu9%1X+F6^<+6!G2@Qi=K;(>t=viAM+mBBGh@`1q&4xI%y9w~b4?^tQ;^?mDLOhd
zKwSz@UPq#K+ym^LMwWwZ3piHbDMT{6lUuuneomz)i+=f+g<BB6wO})3)D&;TS0v=Q
zJ6=vs_Z6?pArba-NS|zC`loT}a<#k8^SIn##1LsY=0UUHT36|uFX{K*%xSfE`srZ(
zF!{KVjf`*Y$B@RiFa&%tD&S}cp%}Dx;_X5q|AJvoHq@KXx3e*n?Inw#(}iImZgXI=
z7qq|oFUtQDGK~7$Ra_`)D(}BFn$VAXl`-A8vYgzx#PK{%<S`faRVqSGR_axN)#7qp
zK2YJRCGt1~&H0{7K~f=l71tQBqcR+uRpLyY+GtM`WaLzu;armLkjGvs%#|;2m2Y^D
zf2eDf#;4tkki{=}1sf6^j^+geo&yqyoW;HZz*53bP9b-(R$VZFf1NK(<RA3C|48O_
z%;f&1_vL@D{P5a%QkkDn$<KI)e_`ytmHz9jq<tXTa(4k@MzsKGp0S)uLn_uPHPtEw
z@wIgHqbF8^7*LiZ<&X6_6s6Duu%}WBEVUmvuc$w^0MVD0;fL{<k#-b;1;jC*-1bk0
zJ>@Ro=s|@Q6M%$%L=C<!b>zc3TvFLh0mf>D&G|=pnFo&LdDY8c8bt;}vSo=M!1dWp
zs3)o1^#tpq?VnIRVP7=lED%)kR|&)3L501GfMgS~cohvxDvo=D?YFZ}2FK18?}`Ep
zkG3yJ?MqY?G%Gyo^qY1by#lbHJ6AE%b~b_oC-@N{aAooHe7Pa<U09%q_h!Q_#cv3c
zi!a=ZC<{$w?q|C0o0k(Y6Hn8J1dtNPSOt6*Kp><pp#b(QF&GdTZQ<62m)FZb^LOW2
zz%|&vg-tT9&f`WYEg=`_!6xh`KQ3ysH`iZ(f$`nMzBvkI-M~%kv>tp{VZEYWP!aok
zCEZ!%LQu_=g|{Q{mVAADtJ}mirqYzFsGGB;cU75G2c)a?lj*&&CTd6thVhkajv}&S
zPnt$`{oTv<`!o(K%g48toDJ1Jh%k(2Y!xfcJ_-8FO2^jO{V~eTzu?mEcm1v0!93b$
zZu!l}eU=JAuN_q`{l;;)MoTIvPDM{|@jmid?n85#Tf|v#{m$09!*<QJM?vSKSDx%S
z`rf9?!ywCfUIiz!0(WkHpS$KLR%WqlD{_~C)`fPftM8QQBMRcFRuLE4^z(w*BS+Cn
z^lC34*?|$(B(+6Pn~SHfm*?|GN8U%{CkJ|n+o|C*1TWv$TZf6iS8|K`waj`RsnK+J
z`px)g9=TcjU`#a(zc&fDHQ$(lu);5??a7Abyh_64g#-B6|4^ee#4#FT1$cCmk@5je
zark7RAMASPvrP<KmM`)Q4j4~HvO$39;HjPVIEP+L>t-^1?{0P#?>nH5Fz|`&A#K-n
zW2BBU5YaIipjU@L_0cT1w)wRbwUb_b5jpg+8Ol#?_<G!SX!h0cw9qAX9HlUJ&=#;(
z$Z<M1BSG4Y-G{x>`gkJR<Zr!o@_3K1I8cHR*&+U@4FvN3ajemzN=OmT(~HoKX8@Tp
z_aeOkmHVNjF*4{cm_O3u$zl5ypmA{tNXfc@sL2a!hOw0GgYpbBc};GR`%!McdXUF%
zk740?`@*LT#0>e<xryRr#h+zF*W9%1@$Tx6YN<=jwN~qYz0LtUThjo({bk~gR$SIU
zTN;qODJ)S|^wc-q4EE)-n!;u?gg+PzfAEOLu2yn2!+8MJ?&6Nal;sEi$*jdceDLFa
z)#7bSz)`}tx)OEcolNGKRVC&>tP!guDy<y>*6pP(huGtilhR!H7nPf7{W&p<?AXj<
zX5}Sill{)B#Rof`hO(L^uaeF81nPg79s76_2h$Hs8d<fD^yMclh)3v^+tm8Q3<e5P
zdgt;WikQyXfzf#(pz=Jr15^(UPTmDf#esYNz_2qXjc?6qo&Jb(alJwuAO8WXjtQ&@
zBxQ3kBlgKwt3&CvT7XR|ecLQJ1c>MGFani_Tc|rk+%SVHX&axT^;A)&;UeuKK*)C4
zvpD(lC%oEwxT)OcjR5j)jAFCZ`eY|Lchx^5b)!jU*4O6S`IPGP*#3CbQgQ!Mv0az3
zR%|s_#<sNh7!Alhpl*%ex%VSKy**LktQ!z|DxLFe0$ux^)Y~;|^u3?m*R^udf2H<B
zQ%B8Huc+1X=<lV2@e6!ois`gTA8~Dytb;I*TWo*<cjQHb3JCN$L}gLAovDrYEl>7a
z9v<d)-o^Gdo0zO85tiRo=A9c>Xn{W8$9L}@OBjLkV|q~<LSd0Nc+mJA_*8iZQ^Hr(
z>j{yJ`J*~&W|!t^B}}Fo%DmmZT74Z{Q5Jz38nzD~>S#I`JbwH{$;$V|Q?Dma?zz0O
zGS)P3(o@#ZPK~QZ-4x?=`s8H$%5;p{#hqz&Zws-0Pil3Zld-;e^-O<PFWvVzq~b~(
zDRjehJrociDRKlH?$aO;t&@)WA4z8&)%5$famfu(HbPoAQ0WduiP7*?N?MT=1tq0>
zj2ayZ0@5IYgn)EQBMs6ZjP9-hV|zaSo^v>7hd*}K_ve1!*LA(FhO^?H$!PN<YwyiB
z4#1_ku;M?6Z15`=@k>L$3JC!yfgis}TqT!$yQ44zB#8!bTD<sNW|t^O*~UwA8_KAG
zUyRV8?EFGTX&EBtbVO9c<}W9&)cfWIFEI}A=)7b6`mPA4$ijzIv&OSur@38z)R+Ny
zVq$Qp=4Sq!sOIkq&F?N+7mOJcf{$7C>k{-D62?7$l&!u}zH-)Buj~4eH?b$SYr-Yf
z5bNP~XLs+(*xx#2333Y12H!rh?V9BS8TWa!P#JGKZ}IB%MJ&6x+|v;adi}|5k&}QK
z(lEzS;9K>JJPxT{4M0z>Q}FWpf{>E{<UxJ+zpRe74ps0+E@(d@K&Ie15z4p+4Nf%t
z`h_;{EMh|2vPmBPPp}D-!7dpn4?tv}QX@KS=_%$-{{zS~w*{chyejaqsWxG{Fkd!a
z@{7^uTr}W2QBP>X)JVWe&+Kee6_h-j^&FpygFB%2pv%)r@V7@gBEceN$<0Oy<v;Gb
zD88HE<PM8SD@m-IEem^|2m+TkaUxaiTVtN|4tkSv<Tx2B(mXr-K@R+vjLx~EW<TQo
z^_!Ei2D{l+z%-ROB4O2@o6Nt*l)v{Cw-uIM$e#0&{gc#Q7^mo`ZZY*$$oCKJz-ahD
z$-O(oqcha4OKyyHmP7I7y+GqO5g&jRVAPCBg%KA8lJJe-%!d<+5KOL}<R;JKsIly3
zusGI@%-rKX%7cL${s+s4ia&(_i}F0h%ZL7pKvt;$1+&x#M3<=JoZ>DB5L#@)vZu`v
zM@rELTQgP3^}L{8ybDfk@?`RlOFaluWr_vtgG?s!aB0QAE7=Z|g9spTryq7@f|uW2
zFFyNVV4E%h1T0zBU}Jj#Lx9&>Dls>`cV6?IZBb>p{>xd<-*$~(C+Nd(<-|?#^6#p*
z`We&GgmrZ3T1I=S70=~`^=t6Dta5y+>#-UX-IT$%jv6SG%VW%WbXa|jZ8)JeC}4mQ
z4qi0h-`UvcT_qxI`veYN?`0s5fEQ2&-m(BRyl;Y%*fMg2lRbnJ8$eFs8}y8Dk2o7n
z-1-i!U-L8+X7fgoJwHIs)4NbcdVDW~<)%d~;9BGIip!NIy$yBOBcgH4RWH|h(=%45
zqd|i}Elyf(E(or136pnT(!~3}ViRYl{?dUDc_X|IWAX=^#*qpM6NH6C>B1W5N&VGQ
zR6F>0(8c`3el(~*{JJ@E!9l=$v-~Y8+!YR0R3H##BQu9vx)U6-5wLjVqi0DykWKmv
z=S}F9PLF~OAe)%n)RY$nFaEs`2e+ygIM5f2P>sN~$5Y$%6^nPnFz-4Fzkr1t_;a6T
z6}+PJ%F~vo;o<F!pe$zty6ry6gJX5dAMZWjFakgNs<vU!^HIpT?{?jr$T?AEht04l
zHd-2f!S4zkkI85xA5gJ<;%B23V58;V`JY@vO7p;UMeQ{+2k0A|jU(iYM&ZgS+b?-o
zRu4>O0ploB3?!>2SF*`xoZ8}-B(_*SW{Q9t4TAy88fyu(e06C6PRavDRq5OyW7jq6
zSz*wT1AhuJLO~sfpBYj;V+{6Yug$v|9yv^p3f6cV7wIIfs&>o_R2cboJq_mYVUWs(
z)}_jYks5?~YIst$K8-EEiW(-btn1Ebju-PAa^wvZHrq5BSzF`Vw~fihKBEAZxy*eS
zlbC0jxNt6+yYG8E??HF<oD+FXae2KfP505O)1{zmlJ2X4&TtRpicf43p`#B-VV;@e
zZGihCDv%iDWC~uk&WEOJrD{)hv}Hejvt4KnpLqhQmHVyfIz0X!zrUiN&$B1EPE#In
z_l$flfW}AY*bDMURhaMwzcJXdCnndD+l<$WzVP_Fa1maAzCvp<v2N`!eB$gl-RDOj
zH@e2O<N$8AoPifT{G^hk+N4cmGz)kUSmZwK{uu;_t{wpn-eLiJdx1q*@s2<qwNW!P
zoK2bG7bGllL!_=>!QR?JZzi8rVw`y~sA}3cbW79zuICo^^8CmC)k#V&!q@G>+R^0V
z)aMb><?8!_@4=YkJo2&zCVk!jF~zp;CJ~m~Cke~TfS2tx2JL|)9Qw309Jd0NhwFV{
z?ztS?HS@)_Y9YJ{MUG8ZLFe<hJ>ybeT<`I|tjqEEHe;rV>@_xAF^PKT<xJhh%3A00
zwsow4Cd@cldeGVV!`8`ViWuu#t&&vPa!CprdAx;XfW4^`Hv8HX7qA+cO=*DFPM-dp
z)Mam4X_fC>1!40CmfDH5%7-&8wUY??<V#oqF)-p(NEYRCS2RJf>?Mf@iq5)%v9PVt
zT-!e!wmKYzpW2HgFXGIBX`F`(2krO*3xMH{17J7fAhOfm_SN%TQo~%Tu^3u};K|jW
zRewt0Cix)9!#yiB+RO>Nh{vPWK{pW?*{AFn80E=J4Co}ra;uI0BV^9+2DvbKTxc(N
zrlla7`g`OpGE_mN$b?de`BvZsXq1}&$sWW0&!4_DD?w&~i3l5QeB5rnD5JI$W!oGf
zZZlu$C+-CqDY@v$yiE-^_)I{QoL*5V7&Nj&cA%J?J;l_q2nv8obHza(dqzxEBov*q
zgIjrkkg`0UUCGcg7%4|+=OsW3OR2{vfyE0j9pQ%AekUS=J-Sp*?kiCj0|wcYN~8z?
z`DJkWuSwWTk>(hPD{^bhntmoHlofIKX(?aMKZSxRANixafvxJC>OIn#yD?+yStLX?
z=<S~`=oGf7)fMQwX#9J^U-eV26BEm0*}0rwJJ3I6f4Hjb_&b*ULOY?XL7e&9lD6Ag
zdHvk-sTY@U0m^tIWQJ|-@widIWVYE(VdFz>^dLH)ODZFE)8D&rIs9;<h{Ub-$fsBY
z)*|T6UCqd){gl=tF>gm+QQ2fL{#zT}?i*|2w<BgA7G;Y|+RJ&_p{sbH{;*Kjv-@*S
z`>l(DaLM4I7Ip&Dd@?<$skT{Y(&%f^8$G~`_DF@rF-Bs6#nCHpG(zf;YAOu&PKl^9
z5&z|xOyatf$OG-hv6r6T>M)WS=$~UIWE8V5%hhj56qJgei41bFyj>#xPQ%gbA+96E
z_Jf(yFc(L(3DG@Gq5H8%HF=`?9t0R@-Io6&S2yo}tI}_+DzMh|qfcu}JFc>v`;DRn
z@6Y5+>C8`(KvpM(Mdk~e2oyGYC)Y9d#4-B7zKb;UxiJhdJWh!FKQEee#%IrC%pAc5
z5CvDaFjEi!-h7^Wyxc|;wso5r$nk0)(lNoI-YW3Ggj?kLx(EM{YV93zMa2pTi#`4P
z<~P5vSWuLxScQPDrMhLeJ6kukm<wB|Mb}M5QRW`?Spf$rCy$2R$_AhPOsC9qkC<PY
zoayfx{y3!iW)w#3NXA%NyT&wo-z8Ip*XM@GIq@+m!AC3UHfgp+?>(|o)>u~>`V|ad
zVv~8{?uKu7N(W@evZQ7bkU3Qc>ej!VwJugsUsP4UWPGth`q!_IU!Wc_Og2~e;jT@#
z5py+%xj`<OcVA#}SlWLW_q4yKVjNJPaJe+ZK@nAy+$&jJDxYd|qx((~Yj+FhKPgO?
zo;$2t3mI*Gwp6ZbCVByc+)5qNa1prnaG_E*!qJfkC18ycCT`^vrY^$+iqzxA<!(^5
zU$x`mCz(`P;J_3hWuuSKog+026U`zBUl;d-#OP}wjnn3`A6L`igZV168Ri3!$*XN(
zfI2aFJx?5GUe}ahPU1ps{W3z!<(=RYx0W;q!KL{{y=RBtt7$nXO;+>6<g|B5fXmfC
zDS7z6z$4J-C-og#(XDG_ZmMM&pyn+iSm9qbrVL&Cy!_dCQTh_6$FrvH)Y+U7qf~eD
z7^R*Gxh0zH2{z2=`j^x!dBf<H9`J<W3%SS(Gua9NlicNIHVZdc1-_L5``%62)hCV`
zX}dr_>Oq_g<2!u`K2$;bj?8%T4+AB6@w3LNj*hHXPFGm86zATK72aa<GS=M%PejM$
zD?1|wq=MkktGADd4|$Fu9uRv@oRd|bwJIY*s@^qe^;3H!3^sGL*g62)nLXLdNO|O;
z`FE~*FR}BG@lmXF%ew(Fv7i;$#QA&xG9Zd&zgB#{PI}(UyZE@nbG<x#Z~0SG_r&QP
zV@JvAW<pOrUU3C>=@H9X9eW~h(`|rhhD+*8D2r`FQE%$A2-~CMh(CWsUoX>+ec2dx
z(lB=_Xi=abUR>SYU%hvH(&aTPhj?KWpg_k)TcXqXUE+{M;1`MD^4Qi!*+CcvnkXvF
zl-esROY7mGWo`Y)2WTL&Zgd{%3O$BYPbeJTo5)cu4)!fpCS?ykfK*!=OR-8xvHJKJ
ztAc#E8fzgHgOaJc+d-O(S!LSxuCA8v-&boI>gnj{oBT0a7@ip&)i<2fG0@5D<9Vvl
z8x<2qMR7Cf@)yDrfcNM_z)fJ~esISEkWG`)u$I-R-0~gl{qwYI5A0p?>HAr$Yl!L1
z(-Lbi!D8X$d<9lZk^;Ju{@2C#Jj+An1*tott^x$PZf^pmB6E$gEkBX>3FZzc&j2ss
zCZ1jCbL*OC4FSIpQ`WDXd$JCxP5?V|tH|~jl1MU?xe1gL_v;GX$ADkVxdWtaWTw{m
zUCR4RRCWY#K`w&4a7~}p^pEsu9~slBd1Q)8q*=9qEZs3=ydP0{lD;jRw)-$`OCoJU
zjBWQG!6~c7WB<kiq0B9d4sS6yEIK|5CX_MYv!ii}F7}#kUhh9Ve^o8W@jy&k@Bz0d
zyWAZ<s_3_LOlipBvTG`dH32NCGaXa$8PNc+w-3rg#@R~O;n6oH2vF#%?Oe-2Cq4v5
zE@ZH0re;HE+ksi}UBPM@zyvTeO&B-QtMb*|dr8Nnz-6yP<R6@yCoK3zOUI3t`y5ap
zntcPp?TcwYP|V_2-b~7g`^IxEO8lH?G4sy-M|5G(7`cGG+yY_k(!efjQV!ALP@1qV
zBMzwjfAJ<fB2AlzY$&Edc4CpwNh+i{U;*fhKi>56EB&8W9e5`P3|9o4C<7TpD3jht
ze%^|xo~RI~cU&GVSkUB|p4a=?RG!dR9ZG9uEAuSf|GQ?3QPF~qZlktICG$U|^zC1e
z3$Z*e)@QDNI_rXAWxmhjnqn@{hjS<8X_X^8dKh$7%5QE6n_A@lv)1zak}^Qf3fmJ?
z8+K-7&zE@X{TCE0=f#C0y#$~-jVT4U18L+S&f-^e289%S&(XJw6e8Oc`&S`AcMa-A
zD{2K6n6R0K)aKPOz=CEPvsM9gQ8BJ{sMeSLw4wu2ZsU(x4T8)C#>=SzWk7*(9Q_F3
zr3nIDzR0=@Kp^fq0{KF*AT7ZB3Y_kGRYGtiD#pa(^F;4U1Du8ew6*4elg`!+7(MNy
zkXYM*q-O!>XE%<4V+*dj+)s0@BMXBg3!g)9L7)1&reQP<JspFu<ltcCDM^%^n*E*o
z)zr<^XFzm9DuU4x@(&5EZXRZ0-zmsHSZ&G0um+1FZ3EyoXM<zJt+=3|Tq*<MSFeEG
z7#~vtFc{04nl{gS!Z)KCfQ7A}vQ3LuUMpop7z+YkM=D3sRo`_s>w)_oI$<TK6S8M;
zx%v$oq{!6%H!L<*Ee}r{-cqWx_YaSLzvmM#T+czLq$q(Go>oB2(cX&aHZ?WR=gy{x
z%JNRdFnqAdmn>Fgn-?;;6+U*4<Fr<dgt+wzBytJkur_*Y&tct3Q^BDpXCn`PTR;}b
z7l@fA5rPH3Z+vIa5klXg^7&o-d&(CjaJ^3ofTnaC+`&x~R%RhT1?TvBvslfhCGJ_6
zd=CeuNSMMUHwG#%6Zp%4C?8%x-PWeSJwxU@Q%nMt3p40qkKzb?6|Ag5ibx^4)4KbH
zNq|%y{2I4aat-I$BK_%|U2M8y*sa6&kwb#xzpBU0;~WdT>`S^l_rb0Fq$RI6LS&T{
zGKsUb?sABR05-z+;PhX7hM4dbu=LN8zw!LGHR^mdH;uq3<Iv&sXHW9sqz?ZP*C?TE
z18-2aNyI$pnjs6Xc8{?HDv1<qcZ;i?bzVFU0sf30bF_Xlk|H;jBBO#@zfKG6QIO;<
zxkC(;a_?N1?7T5>_YZ*b>rjCgBXz)htd1R$pB4qmM7k!P$rUkoHQg*n%k2!JfhZ1?
zhCZ8*<7+MWIVlmbMYJ|ea9pS7%Tz<CrL9kS0GT1T`@>hH?hjqngPE12CFCGY>gAGC
zUK_Bxq^#;%y$CEN7u%kRc}MH!weas=>-YVjLSGb#Jej-jGuQzD>zGX!2cnaNO&4Lm
zf<#cA(m%4wP9pJ6l5f7&{_OLPp#4vXs}jgHiN_@KkfU}ym9ZNEC8*)hJI3-J&+={Z
zBU8)MXfviRG2yOo26y)!tefp6@k2w`ANWEsKe>7ZJQ3juGvo}0^LEEOjV_sq^|?qO
zGx3Y_$l#VtBxXMi*<7K&a8zS=@d&Tw_ZKVh`aj~mCOpP51-3`scuqRzha;J7uo&80
zn7wx1huN<p^`i+-QV6@3s&yfM*?kG^O?cF`*I_}s=KV58N;d9F-`39XV~D!~mjkZt
zza0#JwF}KOrku0J7qtfBH^a^t@uZcsHFof1&#!(joR2t}ZZ5p%63PmC)cnC~=<m7~
z0k;++w9s_850k!VfMi~*4Ia0&T;ui~WC&NrLjEpStB863UBrGP5#gXacK%{5*Tdgq
z{V$>Rc)n%9Yo9RZwcj_pkH4IlZNXwnGMmo3Vi&x3|D+1d`){VyWO$z>+Wwo)PNzN`
zLHZg#YYGiyzDkyP+;X_W833YOX`c>BaWQ^7XqOQf5`dJfwXj;~82&MW-?jCwp?0(1
z+@G48d@}jBvOL#9(RSBL_x5KY72Cdvv4op?^rxR!Ear16gi~i5F{_HEDtyn3@4kfp
ze1d^RI5(VnHRX|o9_8REujTTZGds0k%&8t_moduFzPb22O#h%R{W2|PsrW1>YNGAr
zGj43HaiwdnBXkE_-#;~Tvhk&|;C&f7A*|5K{>{g49M5&{mhwj45{jl)K2{WwKtTO_
z3_q|FKhJ8bz_lv#O8?aw!d7rylAuT_^#QBn2m*+;z9lAF|FvtzbWJjw0XEx(X^#a=
z{>6O!1ew#~<A}zyf5wsYldO>R!fvo1=th~9rBjVkPuWS3CDJ6uXRjKS4g-t&-8b}D
zwkd2UFV0B_1vISOA>{|@8`%(_(i8-M1r$+=QT3t*&;FUH<KOQD(A&00h-aI#*BVb<
zw`YY>;!#}CIm*y!gwo$31ZIbBP`=Y9_4U1%ukXz+d*X&a(N8APBH}&^rzu}UUf1y~
zdwu_O@oxKY$Lo1l*HY9ptpkC>_SuUGS`Bk6$9#&YG!s3dc&caS@^I&OCV>Y*dvYW=
zMf~EoHbo6G5bJR(yD*}>LX@PBG4k^3fHFmDG7>;5FvVsnDA|p030U6GxlguVkt^+I
zs7&t7Ds1xMYdQ2Di>LSG$(NHq_IX^!C$-X(FFs_~TyDv=zqU2bWZMt+^>kNU_(W$?
zVEK!0PRl*vj$M!Ha!0jJzx`J`0gb-~8PyfME{}p$Ubki&T$c|X(aDVGU%k(U51vh?
zZ<fkT8@n}D;M9zNx30DM-MYA9Jvz6T$t}k?xr~fFygob|{gnR3)0vrcX-V$yYO6OG
zy>0vD?wxmDY?PM8yA*=C_Sj9}iQF~$<LXziIAi{I9RGzcbgR#Ayf1x~D>X89Y!z1c
zd)6$aBA?$SU)If5ew4w4jfMT;H(QZtkraBsQ}xh*h#<_gy8wG2rgV9#e94?+bv<%K
zG?x)3a1-!lIp;iD>mIuOU|<`_dVLd0c$1U+nuw<_L+E!Jnb~hGlgw1{_&Y5RWxV0a
ze^Q|nWW+SAa}0OJXtV7`xmm^|RBi_zp?`61A;Iq^gb7)<9489DNEC7g(}bz$Gbum=
z1uVzVAQ}|du#9vp<lX^<9s{DZMcGXB7*|D{f!|nL!6%6=UbZs*HxgBHA1KiX@SlG9
z@h32_n`xZ2Ue4W%_UbmK)T-GYa!WGVDs3*WKK%Z>dOg3vY+C%_^0NdmA^12>UK;!4
z@3SReuN>h1zBZOcl%ICzR}=bD(&4~SD0cOz*-U^A^$XfnDs<<P7{9nRQu+f%m{9|8
zAI<(d^o*jA*o?2!RAp#Zu9mJ<w<Cy|i4=e#5-JrYnBRx$5q;PjE*)gUUi@xC$kcCl
zqpOkr=G%Xps9^gUS5Dn0pxKELELks1y^rx1gw=Zlcd(<>{f7ZdR0T<b|HD*259I{H
zaXHi)AzXFh3~6#KalWso1ft2f;=d_0ay7ZQjQn>=&XYGlg+brNpbIOSa66q|iqSNP
z<W-U_xO(dm*)8j`5UMi)l_OL?$!ma8_v?0miV}YoJnHcugNS(walK!5Y5UxD!!O#v
zN}IPc<PyyGivVi&VL|p$IUc|#6lSm$d%rKZOj-P5Jvk;@^Z5c@9-74U#nhx5*RI!{
z%GxmhW!KA^ZXYHafHZpPV!Pe5YoA+F6YE#oz5#PDX=uMfZ)%-6C{d9n#kxCw-B}bR
zAwC2YLHy%fWY!vbC<f|pKJ9(JF`*U9@8|1zIM^Cue6{|a*mClOb#}6)Ui@OTZR$96
zLRL)dWJQm#ynW@Me)fuWzy8UD*N0*kuc(WEhOTZ-?--4<JL%$VCf1VD(@3X}xb}=g
z{GHs;PKl;e^7@A-mC=<CS+;DS6!Ly~dUE@TiT``vUN+i$IhJkXU$Ww~AA^I{*$=4>
z5|?Q4>{DiUS+W9Lw8_W|6X_EH02Q~w>Jc1)2q`V?|MQ2@I&(yI2ZMQU-EEL&pZ<an
z6r^osD`1XYq-niJzj$xL232-DV%Pp4M^=>!WDQJ~hSnY)kF>NPFkj&mbsBp5AJ0|0
zJ0Ildt*)$YqF{xEEL+>gtf@1p#!qZ*znmzqPN#VNcleHGD;Z993BwH&<gOS!n<%8X
z6e-)Vf%HG<1F7w%MRv^G3oK>tS*uX-#l%k&)pq8-z~4xdnyfsM5s(c$Z2uuGVdWd$
z4>|842sOCizhtg2<RZ=2-|hP_9&$N`*B-wiu6?uW<19h5GrE<HtUU)GI{H%)7|)0Q
z)jpVm2<Dv7xBtGzl_3`0>y%q?Bf&p!7#2Z3!O><n5L19P?1(+}6J*`ag<FN-6mto4
z9(uf*;Wm-(@+bYUA0faaDIg?E_sU(<*h{e4;c?TZuj%Z?$HC)q8Ag`N!5XH|QkQ@u
z_WUGsM~rQITgvViUU{LpbzUY&MhetWbIa9X({aJdCS}h)ZRZE;W-*Hm-|l-}yYB<v
zd9=nEJ6AV2bi~@0bpvxSFiQ*!*MG&RLdeqgVF$QXU?q5Jlli3K$v;O!u$J8Y0}|!C
z|6%3NO7N|Qg=<#;EC3K$&V~4|gOCX=$V$XIY~_QEe^w7LK$<nO#dDIXF{2J%lPY{}
z;{(fqu^?vPs6j78++;H;oDx8nap<*H$<c>0Qv^S$RbbV*&1}G0QW*O@NUrj}5^xeE
zB~blH<_F@QzcAki4b7vlK{Ys~*aTxXn8UXIzRx#t>%jt`AGBP%Q^%w%FEp>(yu8|}
zJcgLQTrZZsBF^2Ykk3@<J&*DG2q-6vay`XY?zp{}0<qzeAK~(lezjPr-_$TpCM8KC
zyN{_)12&+!e9-=-f2H+ANe|qHIJw{L%BAeliny;--JSbd`xzD$0s4&)4_Fc-{8|Lu
zBTo42n|S#<-wflC!T@+SlysGp^%~%XE1G-50f5~10|0%BxdLL%aY#%b4EG6V1^$O*
z4O)nprg~^7f7GfsgV|-(h*xqUZHr>#&lglrWpsVOvfnOX=K1_WF)H8V<~q#jH%>9?
z(fqBJR}9O`u;qKPT}j*kekb7bKLP_szb?&AHuwnO8e}Cj@LkVI60#1Q^*w93=h8@C
zrIDni5o2IG=_~Fr&c+O^sz_EYpjkPZYH5g=+9K*xX30GT(ze0*$-#NF<+{BV3VHCe
z=Clkj|JhU_%gFq*B(oTziUI&~2NX<2kfUP~yqhpi+BW-#j<gL;12&71ORg5Sp>B63
zBhjF?y6brX)J`!R$y?%D0ZtoA?l%clDcpuWsBMPbO4L<(SV(n0xIYOT+!Cv_C-B_+
zzd)J$7O%*HBY{ba?ae!CU{hhus2xRd(^%b{^pORzBHN4r^`o$MP-kJ4<!Q2!82bbe
zP<hH$_nhr<5b&!}8Vr9-Oe4a#0tTd<zJ3M3=qk)LT6O@nRQam%Fk<Wv$0>audA7F<
zW4w2|2psyl?SRGt%VL2oQw~+Kpl9z4<4^zvXOnQaToSPdxB3x7fu@mQR6!76<>L*}
zCRQ*~8ezx$5d_;<v$g5b0TG_s81UZc9Q}yh?t;~>;|lbritP&$MpW_hjRo!mi7+Ta
z4*Zt=tJ_V5v55Os3jf`LExgwOl1v8zjF+D&{Z17YII<myICAJYPIMJ$3PO7r;ig{n
zTImu?@wU4$E58)L+%Lk0Wpptaf=*g=wfU5DpU4~l8iQ>OsqLhv?WCk_k`Z4L6JL@I
zUlKQ8k{VwUn9n*oQ4FjksS7l{X7gK2Xj)7RS`c@TQRGRY<3gM$6@-GTaz}gF11z<m
zfgvpH+|_!Nt={au(X7m_%I4ec%4&w@>^3}#WgG#}yAvE9t-WB8w*F4Q&qQjmd;hEC
z%d~-SjOXDrsK*b9L98el%RbB3oKVjlYu}Z|C6VgGvK|}`>zAo2+-!P<Z(!x?mfV<=
zQpTFR=Ia>YU6s-%&GOF%LX6a~l?I&3!n$9S){}z=!3?0U3+)IeZ<OHX)I<Tj!6oPq
z&7<=zl2=FF%dQ7k!wB3h{8q~!#@+Lam!f`hdnr<9-t#auS*PA5WG}+WY;^7g%b)4g
z+xfPhxL<e1STlz@TV5`>&s}1;TnHA|?Y*Dw77e1Lahr%u8FQTfMYSWt-Wdqlhja4y
z+q5tS<oOJU0D}?#nB4&eG2;iT!70wG-4UI`hx|r_kt)2t0?BxqLz<%S@^TQC>1CB%
zB=m7MuJ!p&@FA6Td`YDC3P+jyZRw@1FEHPZ*q)sd1sSCgQ7)5&#>WWv#yqD<tJ%E2
zpM=t9@r!@Dk%wK0LJK}8fUWQ1x_gMQxXehv9zI)`^E&jXF~we&BsJGv_rhcwFS?~1
zafi7z_=AyIK=e9uMEG7UIJ6v}?$-Ppsmy?pYG}UhLddZtbPe6`$gKXj*JU3;xDNm!
zn!WKUtDg=ahSWRFWj?dh_Egpk>qB<au5T^&*!qq>*BwW?^hH)!Gky~Z21Kvxmk9{-
zGs|~nwyndm0EKsUJa`(|_P7m<FW*Xh?Y0W+5XavVhM%hq00J0hMKMyaNne$cm^7ye
z-cTV7P#$7=;ZLb<y-^N5vQ$+50Lv@LZ!Bvl&Wc<K`k|XS`#kNhX~MWc^2p1$`LxWL
zug~81{8!u;Q8W<tT{E)qX?U^vgn`ozySxec1(ea0g)Vdr<VU}V=CFqzL*)Arq^oFM
zO72$4TY>pk7xg6i@RcAke=vp*KvyMu!7sAfDDw6<08x#fR$i<)?xy}oF@fDcm$B4d
zEsHX&ODO@NgvkfiU3WprgB$$v;aO1sU*2Ru(U2^#`3ty}E#72-KRNimly8?zvV-D<
zOA-QD^(lb@G$NWdUijE;5tcT{^I+J?jBo;izHoCM@TYq`hv&nG6I+4SGMwUz`>DSI
zkYPVJkYPEWG;gU8ekCG?kCZL>+aVO8W5KOaUnO4r&aL~tTt61xSn0-%<W|oV984au
z9!#_vNP7F6p!i~f;}|l_Td@dpH(1XiCjK1oub72c8Ttz%OmfTXpLHq=yamLVk~60a
zK9es35AX{CKaK;sLGpN><?$Hz^>Agu+iG><spLOY<}tA{Sl9C&@b6w^Y#nnS@Be5k
z8at#H5EMGmGuta|k)6X~ZKQDRf41vsFlau-XwRpNO>{nm6*WnD+4?tH9ita4K{!Q|
zJ=wUZ&r6E-d1$HL828V|o7^&EFB@CFn>#Ar#lLEJ|I=f9W#`AhbR>cX&%g20MnHD{
z2O^vkbn^H_FJr%`*``3gy?wmZTN2IM9(@B6TSDo;=HTgCn~}H3;tnd47zVg@B}=Zh
z)8U-g@t1)?<MlGDDN+%-49Cma@Na*{w?8VXjvPbjgrN_%|2*}P_~=mO7;7-f$ipfp
zp=1fYgmH>h>DDJtw*_llu7r$M3am0m-hL5zd)nCO;JoU;OcCAWCyAMjf{!f3`QCC%
zw8eehA_CahD(X(QR^}B302;LoAr4gOH7Z9Ie5raL@m!vXom3UxgBU~eZMWa%Cpuju
z0zOQ-FqJCgCzbh}TUnG~4rs4Kv3Z9MS%*1CiFwr5BT@jGu|iKS?`lV!dmliRUCwV6
zlepEPS&w2Q7}MSh$<8X{7cakra&gUMq;C0p=@JG6Z0BbHi`}3bY$xUN;MYz!`k|k<
z>te-nWM<|HMaR(K9=@|qrUeK)m9C!?F56H5<xmo+m7FOr)gT4F6#Q`zAj#{$)VIwA
zP~vbT06GL+`r|HPt5<~b7-D8Bec4G?fy5@|N+DfsX065j%P(?GDr!8`n_ArdHUQ>M
z(WiZkE{dgtSr^%{2PAKW43>aoo%sQA#Eo<ax66%plJjv|@{1HY`BLv`a0w2@L+!?g
zviCWdf+Ybq*2|m!cFeyZO}`-H>t*kWF3k6Qvj(VsTo4@*1%PsydL9c?_$p>k1>2iy
zhm)cK2_YfFj_>hw#71j0urYM0uUc`n-DG~)|KUfIRb6f{7t|y#so`1aNrK5PPs0Qi
z@pJ$78^q5KJ&~()BrC9t=2GO;@L7Exa%zr%|J({;KsySQG*u0>A$HPgD{PObaqSK#
z2s^AN<N~eLgHT5{`dr=<^!bL!vBP=p-_)0jLr%G#W7Znb46?6RA(=4aOWf4NkddrR
zeK2KMEVaO#Y}v)NpUeJEhL=nC*g(m)sVNiE;!ls5Si6?yt>o)=oAu6-L6_Y0d{rr}
zDEGUp`?62wU0id{dz2R9DcZ9s+EL+nzvTl6iB$Jx(ge#x$f<+4tA=Yeb&dGh#ALOh
z{>1j_o4R^j<;l%rb)_z)_B*5@!9BNI@kA(pJijOuoJY?<tkK-O;T7lO<8pX@a^m7~
z?&fyt?tbR#dgA2dR8!+oQM0@hNC_^F9sz7(fG2<^0Wk$u2I^G@sXebVQqe`|{D!1h
zM$-)RpW)uDEMa|5C0AEpXJ-`y1AlpocQ3p&^xa<Dn><rgH1<<8R#dcA_Oj3TAt~`#
z>>=;-+bjTd=IAh?Ub6mimP_ENJxlCBbR*F5JIc(&HpOy_km-~B78r&`sn&EA=MH~v
z9;CD=a79iz4%h@ACeNJo8NLDzTBGbR`@mt+4Ky+W*K8&&jS_B-vtPYRo+kMMGe|&4
z&$VFbRAV5rKXBX4iFkiPJg)tGw#ED!^6<M2s`eKdDNwNb5-vJI{Gn5Xj*e-v7C^5R
zoxSJ+K7lt^{GqU)Lam6Y^;b%s1i1m=2T(Q;f|Rt*m$ELETF;VNFOXXQYV1B}>^>m1
z{laOYW}~<TZ|8LJv-;B4_xj>wjmm46@o9sg-npsWM#JzZviUXUl?NeZ9<S?n-F++c
z9(j8!s`)y|&j;k=5s%z>3Fw-y9haW~M&sG14XF_?ZC&2?={}2Ca(1J6caBA8sr{EV
z0qT+e&VB*RMb1P3;H7}9jf3Heu@U)8_qV6KjH!X+CXB<^-~^#`p{5PWK23a&f!+7#
z<v9}qswS;o5lDF9OsKf4Zt?(`o<*3`yAz222WKTp0#qpJKB*cl$=ClPZj*A59kqtR
zK9bx&04_(_32(@I`6-k%)dFH{QQ*!)c%^ie+>Iea8^t1dcuw2)Ydwt*Gu0hEg9#gZ
zdX+$<rqU?5O73gSdcMXegGyIuPSp3M{%G&qKy#?2E*T5E>v3ZJ1@C=FF`eiYp)oia
ze+ZQX!*{{CD81Y8<3zGlUaB?TqxIfn>%OD6!amP)QeTF^jw(2hL;;wL^Qh`i-O0D#
zihs*pDAM8@*(I7EJ+78|{Ed&NUQDF$9{W!L*&GS#`HXW&ve^nw(f)oSLhoHWAQvSd
z625=O$qxZOk&u-T@@;i2JGU?&xA3P6bd=l!8gL$mTO!gNi-NWMFA3JFhYy$m=^m4e
zOL!hHvaqWE1O1h?s>2P+Kzr^OP#Z1yIY4%s2k;nyN~DGCU(02G8o>xgW{+tV@$#s8
z+L9WD<r1LUG@p2x@hRj@0D3eN7o@ZF?c{^LcO7pEQd?4rFD;FpT9fEZlgK@Ws5*w|
zVGNO_YF#wlief;CZ9sHUxSTLpJ`XBt%mLMr0s(8**_rIw**vwoDfj|Zo?6l~&VWZP
z+3`7BE*=I&PZ5dGfY)IEDuX`!D-Cj2e4R|C3Xh^BR%F`So4<P(4xNvZ!+QDvvHm=`
zBryOAstl1|Tp^jn{kkp7G~V7z$gh!q^h*-E{E@Z897fba-vk|Flh5|ZIVY_-NbK>w
zFX|X>sZSPMAwK_Gs1w+;IPb26xHHf(J<K+FXwmd=k;HPm%t(fJA}X@#(^A;!QWy`-
zIxOd{J-3VHeP>Pj$6WV`TXRxwf62+9<4E%zwxfM62^Qg-$f9Xef=iN>%YR+_Y5H|d
zlt)Jk3}o!?DU82-ihcPU%My8$svSzLaKKG0sG!aq90DajrwY6b_SFUf+h_WDg}5*%
zAYXwQl#}E}D5xwn-dPg`8!=DNx1K5+^@*glR*T^tQ;k^NB3oRzf8a=a`H1QRk1g$Q
zmKQ7?{{0GS+aU>0B1i!*V2z3zG)IS<hw<st5ZWefoemxT1g2$Ub-}iLHH<Fz!P`S#
zC_Lk0B1|=-3ayEW?^76uR>m)8SnOsv4A2Kx`9xIt{H!wmSY@1(Xd9Sl+n8vZmS|g?
zXd9IX<j**YUsW1#2L=R|g;iDb&L}^SdsP=K1}37Ri7*A*euEdQ$#WasA)N%bK4sr2
zpbzwBw;KVshCCD{<yVlRAY*Im>Yf4vt*88KXgC==^pGY(I+(*lP`oEfP9FR!cw&%W
zG6-0nG%}}Vp7UdZ-o9RgvDuM<U&h?A3wiZop~-&q+q!&hZpl?+ajH~@nCZ{_$xY_7
z#IeO@#C7Twh>7B^Ub0muVdwU8(}}grtfllTiCz#s=pZcc98!JaOmY@M;$4C|bOU_`
zz~888bWW}by=-yBNKG=L_#*i)Ht88?WZ@oiFCE8~(AJJeBm40n{4?9t^RP|6&#YWP
zPv^JgOT=lyk4;$lm8|2{IzV|kJaxpq6(NM%6?a0yn3fs4To|#rDfnbPgK(5)UvqEb
z<g}DgGogJOvX2@+|CM?9c2RR#8f*Oaw7U{Zd(GFf*>C}J00%YTe9j=qE(8nq!5Z>W
z^Sav;jrT_ojwjJnfUy8{wm^LZNV!dNm;mr1taeyYb*2UI5VBfx9YM|pIat3KS5!M!
z`FH%iq;aGXFyl@y;rM#S!=7=QCp)zFWPoIxi;+Czars4)D&%@)Jko5z`v@WHy%+0Y
zhA$m5y)JDi#ZTs!;umw1kRDf^3k&`isk5cd_(ce;>GVp<@%pU&5n=Z%6}aDVB*4iV
z_bDap>>46*Ykiq5hogT}h5S!?U205yS(X_e!CEdy6IZPV(|vK+#UjwT=}f~iE+%i)
z-uQD8!=R8ub6KsE#k=E>Jg*hpDBC(fuZ`U`t07;7%!W3gU=L3#`&}Pu)=ZW-ewROP
zCp}Q~>*PL$*b#DSOT}T=5Kf?!`^JUb?>Fqk@zWWZ1H5q8zn8fAkAd@}ZS$hCGH*gm
z^2pL3c-`?f@p-OkY~gM!|JGJs<(dCW7t{B-f_1W7MA&T3d*65^3Pm61NdKq%IZH6w
zFtIBnsUtM8BY5la1(X?BSvh*z5CL)r{|ID8!uJ3(Z?ew~e{B|9nB;|dBPo}8!LN>+
zP9fIhbGtjVf^E(OVr+I`KMAAg%?&5HJjJTth>mxFL$FG2tlL)OUyQ3?+GvWRgaSdj
zIgY}bM6_YG0v3UDY<RN8PiF2?Fcpx!dI~%ksmc>QaTF>VBEv?eFIUi;JN^rjN5e~v
z$O4h9LJB&C=an~lF*OPXmuT%Hh#hhJ4lGC9jowX>{uD@c<w!gX{47K}q8qUWN~>0I
zdAFqf_Go4&LBwRn)08C<LGQE*NnvUMxHg}8e=fqNNXc=E)Mi9P1Z}M&3&bbjX@Xde
z7Gco2pEVCbMRc=$f1bAmd_)g0wQxU`b9zIiuHdzG)_bz6&m2e5P$;4qA4E%mb9PlV
zZ(7o`W`2)5jM~k^KUv{;dUZG^KojQt%2agBg!R3zt34GbR|eC*r)49ZVF2v&Rbgz+
zrbrhNE})(w%C?`86H{YqiMP-)*_-de`Du_{rAD4r(eFC)%%H15W#}%PiCdl2Fyr&Y
z@+uBLTd$ewr)Mw5t@f2m$yfxw9K}{*DtKi_ejq~fQ>FR_-I6l*zc)@9yG?6He?;4o
zR84}m;#h-DW2wgx562F$PVIEIESW~L*p-=Y`6@3n<aj!?kE>AMimo*bZ$>A1Zw-3r
zXTIY@%p3WZsnj&^zqYj)^>yfX4SmbO<9c87G1KZoe!P2;@00e%dcEc*8vkpNG$c5+
ze^hhZaxH>({glVJca)J&bP;%yD;VP`E9HP`)vBK%-=1H6Ixa~(gRX{C#u={sH;JB_
zc!ZgCl;QSRj{Za2gfyg$PBwwP_C+)vEliE5v>6w8d5bC^J~l>{o&7jUMPDt5H@PUl
z9I)hoZv*82FmegT_b3~kK4WnrV3VUCC<mZJ)V0lC^~fnqIemO@AK@*oFO%^tr9W&c
z?shmu)J0(MgPn|o{9P2XVBqmsoJVCH#)|a<9Z3%KgiRt{EU*J5x%)e5zR01m-D@$}
zoiA4_J!=i!HNNhao2vOXWXsmp?$=8@duHjgSEYSdK=UNF^9>e#4-l9xPu-wlugw;I
zF^~^fI9(i(|3(Xy!ng?LK=0r>><7zr`)Y1wAQ7P~3Xi@<Aj;RdR6TtCowon_8OzQ`
zA4aAa&pv9baXU)yEU(eVm%YPQrJ$1XFNJ-8O1E~k?PYPF5g;`IOiNV|rbeI#CxF?U
zHD+S%?xM~o7tc2_V=EX9Pf!+EQ{IVmNs^xQv#53);P-2T=m*0tZHFLZCRt-<D~foa
zl4b<}ig*{+%2B3V2Qed@j<QLQS`&1&p}su|X<eGCsd&2v|2jovvm!EE7g=7kqT@kv
z51MD_BM<LoLUALDTb2${y<F(RjJrSl-R*Z>?zss?O|(ePV~?zki?)p&+7Rj<jgSAF
zPP`hDIu7+<Ohy{9G*`LZx<K#d)_6qu)w<x?P5Kc#rsp(3jVc!XT}uug00Sm43!0#x
zpjH8ZEd!Tby>7=@qkkiO{axda0rVhHO~s}9S+<R|i^zfa^;t>!pHfF-Lht8r#x>Q<
zbd%$;G0gJztw)^RrO|F?K<+Aja5*<!wYvww#=I{hI`82*=j1f!WX^`S2)IDEmfRyT
zo;VqzKKZe~%eHC5YV&SOK2PDz8~gHRy`-e1jFkAe1SV#>+ds$wrIS2_H=*??KrW?)
z*gB%A>A~Jz*&jc+y>7T2I6DV=9XPu$O$P-vH8iD53EtVshD)>YFtq`g>0Gs_?k7vC
z#o9!uu#$s9*0hmomk+LIuEz(bNAZ^!(sKSAN9@A)rPb+fGpEMIeawiNK`(v$*xTEC
zS%1mUZwhxiEs?0w;11;G<?T}&ijMqmqA*91xcxehQpm&18f55m(*Zn?|H7b*^tiq5
zb`;?X5p22(!!C5<4qH|~Ec;RC86vs&zQ(;fYja&)#CP&ivD1g$#j@~48k#STJc_KU
zI%uWA#APCH&1CvMy&jTOZ|Igb%252ZN!Ee=j(01S#x&QTbMG$-)PnHOaqVQYHzSi(
z1n>Gj*lh%QA#GAs@U4Q^A7u=LZNSSBK*w>2St~&GV3Q<^_v)1Wv<Lz=FF%DIGXcZV
zAeof^1z;?v`bTJRoECAM<{>n?w35{Xz8PwJ^WWjm#uHz)Rb~6#&fu;{=8~i%DZxZH
zvqF(q4m&MlPn@z{4t$3&)AOx={7ATNUaMZ+LX+PFk>9!^zjBA1*;(T)=7#|>Xk?HV
zi_ZAgRy~tee>66lQ!8zv<gMbV;H<6Z8}MXC=>F5ESoStXynJ|m5DKQ3LBy-|Do~D_
zCrZwUH%uQdzZ^nw(<`_}I`A`DEmjrV!+))q5KA9^lBj}xT1AV9?uhM%`2Y0jgK=2>
zRAVR%0A?^!b7Fw9DeWJ2dak&H%j2g#f;b;R!YSW<1YrMBSa}`|1GQvi+*h8j%mo1$
za7P43Simc27?h3Nl8eS3)k~`a=Zz-KVK?~uG0R>nVn;n@OEY>;BXV~rjJ5wM)1c<7
z)Ku}pXLtLarSxc}^Q##fCOhasUx)=ji)k#s-TcG!xMDS-F5=bGH+$cn{{7Y~{rc#U
z{!32BAAv)5Uh_A(U{BrtZ~{j6rkF3VpPXK}xbP!%{7z-ni|_4~zVS+{karY*JRfBG
z5w4ud9`{wMxRk29R4auE!}LY$IB0Gw^=p$#7JT-X3-nWaCWL?Mf#L^G8w(>fc^frT
zHDNRSuYZf1C<%!eF>tX5NVr7oN%=i52qebMfI$@KJo*eze4vIs0^RcmmMkzrDP@^%
zb+r#2bPKs98qp1DwmWN+>Iw>hlPciZ-9wPz+HM4QyL4jfTLN@r|L(>*;L6187M{31
zuW#TsNl!e0#0(xlB7o0ohyDh^e3=FAo)~Gu?aN5I53>U3c8W}>vYPV;1as>nNQV2v
zJ$DX6D<CoYQ5g^hq<px1fTTc-T&*QB$tPPIlw3bFuv%F9@82frxh83u#wJO?#@<RF
zT-wP-P6Or*EW0^iEGKZV)XF%^3`79$H`9J6g}kIeFk8yQlaV(9vSPzxpGnZoLBjR6
z_)Zncf|Hasf9uPsjs5tjX8o@Cli9~yvnL1?%`YwUupnbQ1u45WZ@acDdp*U6TQsZ#
zO#3j7e5L1Nmc7N2-h-ULTg;t{G?Ish$uL#?_qFP#7F-Dq{lXmoHdjq-K=i>VoE4h=
zRwi)d7CSD;`&9wU8(^HZRO)z;W<r4ulanA_pk}9JeW)C@ovqjwCvPFl17;YLXEJA3
z0`T7<;GNs#XO!GB3V9+CcTs_KG_T~9&~opdHpu<X2D|@P#LRzWU>iZ9PzhcUQ0Rc6
z0&N(6L&@23EXw}T3h#oHw^9NzaHT5kHgIsI9``t_E=R&owWq;hrKSN`cqg&rS2c{j
zRkSAqybMaLwH1<ux*5x6d(+C(>ZOmBk<V9SpRX_K@?X~F8Pz>7u6yvJL>s7vsa1JV
z_mczYWo3-!nGj^LHH^OTVL6APmIF$&xDit3PKgREbEf=hX#y<>Dsv|dhEt(bz<lbj
zr`T<RF$zskVutMW%wbJ{<&p(ghXy`n=eF$74GY7DDc$X=jT~0zce?%Zm{h@PH!7?o
z9ScsggR(1FSHGJ}>D0tn{hMPm9)Wb%&6M8x;=(~wuE|}NsIHb%c%Nq|p&4T_9*ulP
z2yh2?oS~z@svReDKRW-0DULWcaqXXTx^H+R2{-c03yoL6!JD+uK$CnA;ilSofVei$
zvMKrZ#9^*moG^y%YgraJS?|oe6spT?X`)@sMq=|1AZtQ;7`{F_363YM?WS!3>(|jk
zTY&=$KBJgcYl`N4WEqz8GG>A7o5ym?HCe$X_V}74AKrX@REi@#IY$VcAJAbNnn6(u
zJm>zYM)ODiv-&}LRM^7Alkd^bg6;Y5G59kQe%<{&jG#Whf@~A8(QAaGFL(*;o}oIy
z!FNdOF473+13n0-sNDHls2%pFYKNHXtv#uNF=|*7zH%KThY5qCFu0(&V~D1vr79K_
zWmXF&6`at+W7s{FET8o;@;aujz|RA12otysw-Pd+$tu%%8T?FVIt<}+l;mhi*i{|!
zJKlUoIL%EZT<1;_t|}%8+j|25dtwWyP&#Qa79!x!iWcUYF9y)11UxWaEw?|y?@q9q
z`5jy`?ziB#&mHhf>68AK6MP8o<-8$N<RRbzoby_phM0P8rCZ-^xM0Gyd+nG>e^}}{
zRlNGKGwb$Yy_#w^Nzl%uv8-}+X=$l5Pk@o(QKs3PtAoYb*tgT}x17}FM}Ujbj(G!f
z(5}aNpeT{rRKQkRYK}+UgRZvgKM4KVcDD&|2X7$Zgt*j+s1*z?DMzk8n&M{h>lIgq
z&H9LAIk<P+$H2XhxE~*JntrAYrjrH<voDkX>cowwC5@yd&3}Dn+pqDi=fA=s&4LFw
zsBt2L2@x)?fJZ|+sUu|jb^D1(cIQZT=Z3Ew2Ri`3goYgfMKalPw+PVwOPCWg(8?89
zA0)?sMF;qjdcxHQx%8;j0_X#vMmA`l($XV{x@?@6FlX^cPJy<O18ut8!f5^6-Ru}J
zX=fO0xBy_7<DAGJW&Y2unNV=3kRc}tqWi@yzUOd5IY8y$39$eJ0F>q&%0*D|g9-%_
zls#eg!hjBUuf3N;Kd);I%`w1>`;`E$p$+^1)o?23?3f}zUou!M!g9tWo_~1>RNH>J
zRy2NPrK;fis2y_s?mv=E$&kcGPQEwdNeAsp{+IQEC$~bF|0t&bExhB__AjRaJXl#G
zE(p-3Zc!8y0B1LbG>cI?`4<^C@mHcm>RG<g=SKmw<jEkba{f0IN7=lu4ecLNGMqi!
zIFne}1*O>VW_=6!y!6`M`=(J@dH8#2$H?;VK9bX<%WZi;VgB%=h&BljEkUd!go6#W
z?dbT4ZChh7;=~}+Mo4*|bnT&yZLY9|AcBF9^#B6DB_+>)z$3BYKECa)AXR2p`g`6W
zy-qKs*(jr4`%7cpeTo;{*_M<s);op2=Zuq@T4c}7U(Z``hph#^9th!j8L3%yJM-OS
z<}UY(J^rTQ7w+XnIGsnU&K{lP^S!oy`jfZDW2wia9~xa@o$drd;ZS?6VxV->etp?i
z>h2wf2H7cMFi;)!1nerm)9zQKHJ!#-BO+!g`q=KipcDKfSjn(ft7hgWf!$72S1gfL
zMmOL(vg6`oLdeg`kfRfU+bOReCcWuT`ZlzwYfbqn|L7B^%d(1SE_$@`8V(IF+^a2%
z*}zPM$w9+7tA73$LMrhc15+^eBxE^64_79)!Idh2c9Spd|C6N(v%K}qo1Xs8F~_r;
zCn9a$0x1gvVfs6Oh#5u+R`l&Lx14ek1qZ(u*B6Wbp-k4%m6m*g!*(vM+<EiPrw{|H
z#iQGFr&@m9nKcW#{@215f}C>lA#_Qh*JNcy37h2t9$NhPjg^Vav>E)LKT=5lx06Cc
zdqgPg>BV(RohPQR58Yhvj4disZRRAFr(7!9PHz9TS}w#B2k|Y7mtQ<=FE9N!AFwGm
z1AS#KAf(q@!jR?;{xE(w^NtbDYQHVr#05~PT3Xz$8zPtIjyi2Cf;e#p_Yc~g{zSKi
z+J?^XHI4folc+o>^BU3XSp*$~DvnS47XGBxe{;tw30=6M;snl+bHW21*u!$<3xpdy
zdcT2{!4@d;a<VAHb1-s1-54ct!{`~%5hPCeCc+2{{9s#iE*6y{@k%Ztfqy@L8t{&Y
z2SnZWI_hiZd_3+wLAw{HIDJcTI`?`t7NQr2Gy;sR7bEqIU0Y^fY<%CC9NV(KbkwYB
zY90ZyNEjHvN5|qvhe1GyX?{l5*{6HMeh{&f(O8jsir9HUILx?}2}LCn2g@b<VuTR$
zQnv^Pzh#dg9wP)No8uZR=ppKZ&7q>Y`A#a*acFK<%6fk4;px^=JrIvVJbH9=a&kb&
zN`5zer$Kh!#lG@t)MoO?W^yxrknUc3cNBi{z;l6p4R#iLzJCWcCG)V>#m;GV1G6-P
z(ohWLQ5^C#>~``g%KrYnqWZ`8oS*fzN|~vp&-&E0)Sd$P#;0^N-$sLjLqOyqq}&Of
z%BeMw8YiNu8!MR24b1Aw#_mnB)}^JL<)xkNt)=ZX-VZLF4-{OOVyFc-_^Zo5K*R5J
zJk+dqm$cvA+gVy&V?R7g%r)bH3rh-1ic6~Jj;bhkb#y<-%X_<Kwa&=!IU!Ns(D2dN
zghcK!U{eNSp+x~>1wBJTz>YPwm^zl&Kdz71uL(D2B7J8!ZTBD*GX^S=`{9eCxby4h
zG2$fPxO4-?Kgjd<JiGW1{za-iXvpG}t9naccqgCp%)I_+7*WhY1o6~FRz(Wu1cH`9
zjpG}zem8f?v$}<MxAqpV&t-IcHek)WgE)D|N3bD(pVy0sP^1wG@Lk{Szk6Wd4I7g!
zJ_GF9@%|}1VSLoghS@+7U6~-53ec!zw<AbC`lWmf0#Z~>VN>g-WqmS^NfqkpkfOu(
z#~4sI?pTwI@fD>|{cY0&URfc5I;gfkd*!8$)!)31Z+$8DhLrU`63$J(@3xGJd*<11
z=u8fW%xAm!DO%qQ%D)7~+&Y0V?;s?{T95@0Iwq+oyv4Vg4}KnZaP80wG{+z!L4*(&
zPm=*AK)Hb9iT@+%Jm9JRzdz1(x!1hc7ILpu$PA%y@3j)jo|#EW_DJS+xm-dBk&zK4
zNyyF~8JP{EY?(>dzPRrFf4;x}<57>s1C>7a?S0O9o#!(F(YOm#YVkm;uTvjs#0`H3
z3_JuW7$Btu2JHe4A7G!swC$_A(}Rp2IkTm{|I|M~s8WdP+ylF8TicFhIY5~J8Z(=w
zq+`ef>0=0EqEE|AmK1UUSa6Ppg6GNT$q;I4F_Id^$YO!^l>w5AotL20JY<M>l|8TY
zC=6p+Sge`{)oHrW$f3>0UKBLGnCzD`fse26iGNzszs&`Y&!+4*b^>V53cT`kf@og!
zn9Eyvx67!^%mX*)3V0CwTfAmKGrm+Q!1V#oW%K7ZB}ZKb@+Cj{1S+~UC$EP~4Cl)Z
z<bPfBEF4bstPe?3woO$|D;Q8g@$CR1y$qK)1ZkI$p=w0|fP-T%`F?x`*39yFNS$3M
z_kNU)ABA?A*CqToM#=&qWQQN@t4bx0EwrQ-&Mb7~6?S;O!XiNc0#baETBy$m)fc8B
z-<&Z6yAz{dQKa4g3eG1Im`N$4bV5RPLmun;@9aO_-%kMaQ`>_L@OTNi1V%%7@&e~g
zQYUj(MkYmgWD*6$HrsNszOa3VzW^z31n`w!yB=Fj2B_k+m;S?P0{=yvd$6ZwVUUDa
ztTVW4;+qgq5#0m&;!M!%U9d~!7(e>%x#_3uP)H@HYk-w08VLphboLrE_8JOr89<AR
zi*?1&Xlu9`qf{S~3o2>zSpu;jI0Zu_B3kgyV9-li7bcJcd<%k#z+GjOq_5-!N1p>G
zQze=lSPS%H1CWN8@b)ub>x2ng{$;V7f%}F*sczG!0i1l?S8#Pp3-@wUALUkg=laGB
zpr(A!U}@imfW5LI5D>NV;Se>=)d7aQb?70+I_aF7TKGQLo`_5r28aeOKt@o2TubXe
z*+djJ`!4v7QJEfd58tZ1^kpft<R|XuWB$YfwGP5>%1(!?UXSalG|M@TSe6==_~^7q
zO$<YkB#yzw8KFB+YF)U+UdRtJJcr8<9|}9yBRoXU{<@XL5mU?bI~>1j1t<&)?kT)M
zl5_A#xP6HpvoJ0i?GgLcqo`I(LdJEKmZ^(tCc2P6y0<|GsBuDZ4UP+zz&U2tuMCjI
z(=HK*st<?i4~J?FhiZ5A8~h=_Us%7|UxfpzQV9jgz^kpi6|B6+t@5IMldJAjKT1Y}
zy~FX|>{==^%sP1fQn(JX3<^xHgD`y86`)$a$?)1l;fDIX`)Q0@cR^t<#<(P)-!W4p
zCP_`69iE?6@vZpP$4`3f)qA4gTEYK4a~KL{L3*{DNcRts=NY@|yfn?GEO(FEp^@qP
zFHxd>`6C1MAvs3hy<0<>8sq4{d_ItLW3ja}BE_bCEt#Ay`I!f*@ZNZrHqv=A`Fzsn
zi@wJf&5a5eDy!!AU&7pWn1>P6PjjTKnbs0>p%a2nJA@KK?lw4%O4r9DjBY|pkVD|5
zx$Y@Qfe1;Hg26{-{yWJW{U!YEbWcNS-{ElWgn-x%StD#MA`XN|POAv3DTYvAtz8U$
zieJ0I1|A=VX!fNd$55aiRVoj7N$$kBytiEd`x;yLu{IA2hhvdoKPPGw53~&gN_-Gi
zb0~8Cy1)o(swuvQuRRLu%d5U59<H+*wZiO|)NWpBWtT4m5VGps3OB#s>;BevZw|Y)
zVC>jLTsbuk4>($(lE;UsN9iimdE>d0c2wwI`*zz-Uy9S|?0>8X9y=tBu<zL_b|&&{
z-e;D4ayHra_+On<`{}0Ke8|ClpZ48!6{iz&GA}CPEY{dDjMAM|5JHW;I3Kw>J}LBR
z_p9Y9;+9aW-|vnebYZgp=0YB<9VY&2aGYrleDGj{1KG2*8o>PV&DtB|AtRv|{Ie*9
zmh|UxSJ%RBkCWwp=;iWqCUY;duDBko*tA9cXFu0j`I%FLds002jO^W7`B4JG$v4#!
z74BYKvh)m!XXE6v{Y$?d-!BfdEWk*e`wC15e_@0j)5qMsk2$-S`GYoCo8GdjNghlO
z1WhN@*)rC>@cZ$fN=`pP+VE@fAqK(gD9CBYb>57N+n(=+WS5%`JodR9h*<&v;?Y;k
z({Mw|BBHSUuw{-61OpYl0>~gz!}}GVUtE_LW?w28eXpN=cp)hkAj@5N;=BQbk?Gz$
z5M6e0i@-$vdrt?-7wAuD#T4W`mvjFMiiPDYm?>**0k$(CV6{}cu_hH@{Ke5tChrRC
zr+7o~Od>W}^pb1=jWRG-da%5<`wg9`1|=ZDSDgU2VV`l8h+QB8he?KB$1S|2POLc<
z_=QgSACVsiX`7!VHnHxBKt^X^C$6@nGbv+n=)1D*TT!(KuFd-iErEgWD&=|xl&+><
zc{Q3N(^P<U=7wJ@uL-saU}pb~7~AWBP=NCpa5J^S!#w;SU8Y7IGa7_!PCQZShv>2U
z!<2Xhy)WrKt=&ke7ZvZjYG54rJbz32+N?uJWeTyo6c^gT@O#%8Xn<PN`n5IiC&P)b
z$+(=#_Yc~xevc1UTqMj|+8T-v{P)Sv9!~6>U<kTtQS!H9psS^~@?^$K*)}or+-<3^
zyo29XznERg6dUHbIK=hYOFBMZGCp4>KL1iuuH3CDvuCw+(r#gHKPxwrG?ZVQ79uzO
z*(TNm%SSc70&Iiq;1)@$jydJ+YV<c5`ulcFqxC%b4`uAUW!lCn+ow$Zo0vaDe`s_m
z3-v5K*(o}?I9ac*IB~qC^Y3GN+}gy!^6ra-xr^67d9&0xZofkT?%0ZIcWlte(`Vo5
z^^jwr>I+um2+2RDr-vRTaT3%{n_m7crxN_FyJafBb#AToj&OY*Ei%(CXlYUkDq_J3
zin#{Zo`gT(KPD7sY($p?HIu5hvg^*J#USAWn{#+#Wp?Uef1#C^vm!a>s&6UQq|Rdi
zRjcPN6C?ZI-Yo#tD=%cQL?+f?N(;*XwHlxje?@~^k2eV{28rani-Ml-V$w4s=|5rO
zhX1)N@;abc1wgw`Je{?Cak_}$-%DxW%HNj2jD9W!pnn&B738iS${C%(1ib(Ldc1~Q
zL+~sh<Z(Oc=D#9CJ^DtC|B+W-%(h?s1kn82n|v1%4I%9<L&tz7v(klmc|B{@mkA`;
zg-0aq0t7nM-QL)4DihT=bly1S-^uu*SMZU~@#9hTOMvaj=fSR*wA0XsCN-7)!P>>x
zgYRS-GI7dx`2ctFj?ZZ0ZS#~RZj}(gf^yyiDYLByAjvcbrY~;1t<rZ}#em^JHa5o+
zZ3BpWhERE0+;qyN7B6GH7VgP0Z0c*WDBEi>2>9kVBU$QZc4L9*%?j-ES)$_km0B!j
znfLpD4rm=@jy{G6@3H~=z0N#A2rVEg4~js=Tc+B_u5{eSESIVBT9n1!9bjK5w~S0n
za%nzeB@t|adZr5{{r=eb(oN@?rAx>Q+dwhn{XgpyfL`N(gDAA$_zJdjo0zG-zTfT-
z0h5^m3UF~`lbcg(T$!K@|NA$+KT<iZ(qP<PUrSkuO;}S&)>QnsI`Fm=KrhVmU8mO>
zEgkn>MKs?^3QWWDX&-C<TdZ!=c8!a1jXQHa3+q#*%GX8&x<9z<9{JdL89jg3=Sctl
zn)AblKCb51y&}xrf-L=R_<1|Zioz4dtNqwb$35O(Q4$1;KwCRBfedM-(5<Ia^}cl<
zgMzE}0{sE-mtRm?<0k`+8Ml{06vvnTJ|Ach6|Rp5TGYjbw&x@+d`@_<&-LqCquSMw
z=Ejr8u#;mF1L+td3F_AFs&$6_EXyvN>LLBE{hpNP>43qt)z;ROm$$XGmA-AFD{yc%
zzvh83_~KC&o0jR2`s^7uXL=b^q6q_@WSH6Jcp0|kv#?jA>s6xx_+YscuIqqg#SYKm
z3KeCr%2eXT5z%Tz^_g=QA0-$^t=vwHxp8eKYz62KE|Te5Ifeu6_q-s=tJ=B$!W&P<
zP%~lC>x8ygVs|j<^lW|`A^n@qB1QoQI0L<hP;eZ&?AXOkwuruq?Y}G>6kyAm)HI4f
z?J?UsuqI$zsNj=lR`(*|<D;hge*^FTO>6nc7P2O|*R)GWl-13eNt6x!Bd2dDCnY5t
z_rw0FN8_{a{>tx`JzPfXcH7<s#Z2bJRo1gQZS%KHU2B<937n7zQ+@M}3EDuiyD5IW
zx9xedM)IF#kL%Z@2zJ9~FgM+u<B+s-FMcD6mw%T_Jdodm8N7#i(U!G#2!XmZKo$Vd
zQi2@_&dUHNC0Tq9AMBg;P6MR$61oRGy=2?FfS3yWkXK&}kOf2n)$v_+vlkN_C>s_>
z-#S?MF(ABq5sQtAPVF5$yF+F~^_&={s$!kQ=H^u}+qwOmP{|j7Wk;Ueae^?D$FU>D
zK}AGuzzo9_{VzJzjef9(&P@$-*`W#>8Q&tWL<26i;I^q`D<1<}UyrNdX1QtD@>&MN
z49Hvsf8_GJ>L;E@v*T}I?p}PlDwe!*A?1(Rg*~$g1!#2}(ksH{=ZVN*+)|+CNs=U9
zn_b-YTZU)iZ=)=}SEDY#BGv$*A}BT$_99&jaoK%OL}m6nxr3;^YZAJI_J|f1k8}h6
zF@y<x|8o*>xvovF2GaD%pmCbxP5w=+iOX@94Fzsj%p}7GlVoC+WO3L)fHG}yID2Vw
z%w<cU<j?~m=Rg^DLn+eF_&CPzuqz2Mqamu^BBI_R$_|Ih9-*PN8blWotyy#x{^Am+
z?iMWx_a)*?8(=9sS?50GJ=(yg@}I>J62A`XZY)&<ijWIy?^AHk<pd=}RuMe_7o$h^
z`6;gw4s!;pjTWvBMpI)x#I&Zw<Tr@gAw65SywtaPlhE<wpv5~E{q^K=E~0n9(Fdrg
zF_ALPk9FF4V<4CNfH;wjtu}gby(3zUrKbWpvlIVgcsNE9YMdTjsLNu`3p}xsQ1h|_
z7w$0PJ=74iYjU#BdPx*h)(qHC<LSB#5K|`rgYt4hdjUZ4tAat#Qf@kf<*D#3S;l}&
zcYCq%TVEev&*|u|-J6_d;F^{i^a4HX>AZPG*z1am!<EH|E9Dr01G{|`ks|!$nBWf7
zc^?NDfT&%CvrY%9%9n&O+{G~u5TLTavYH!M>)NHSz<SUt{cAVJjTj}5IO6@%a&(nt
zFBAOYeI=mgdPtET{i%2;SR^o6;_g(ouqm-nmjRFAVcg>NH(g@#gI4lt!N1=WhPtqi
zXh~chGCZe8FAR0(>_3LCcqO50pODjdCP3rTyAOFdaPo0byeVc(LND3GPJI6z{3O%1
z#D2X`MCKyBa1k^-%?t-K6Cvu+2upM8v~^rEUMT%|I9PWm0&)Rlv~Np*RfZW`K(&Rx
z-I94*u=hNZNDjRNoa<qOzRm)VWMImjPHwy;u!MvJ3H#pDg^v`0*5EjE`8!rX{lPVH
zNUMXi0U!DUO5Fk^KA$U*&jdczRTV#=1%SQ;n6!ETfPzhu2(WCYQlxB&j<@Ln@$%dk
zpiLZ`j_b8rABtXu^qiCFdn5v&Vn?@Myu4|1ka`M05wMo8dLJAUfZA7`RKIq%q4se3
z%hd7mL>M@__bg=o)0w8q?r4>IVL|7<x^$)b!mN=`O*plE>!e|p8@qc*pe)joyZ0|_
zztfejV!yqdaDb2{{Uyyj4BGAsOEL!WAK4n^i@j@WHag|~{Ezv|H|5Vw&reB^JX(3p
zhEL`6OGVhn(2GKV`xIE(5egxy75x9o&g)(^H0ACBKtxc*ue{aDvu!@2H-Ai_7R;iY
zH35YtNcf(@_Ft_02j^5QTy-i@P_XyutvitW)$bGae~SPUP2)vT%{!M$6Xms*viX-R
zbNIeH@_lN1@BHuXmlcOsAM$?f?kM&}QchMr_-GsqzmcQv?B!B<NsE0xXGd#3l(jb>
zumNj7=I25;8W6}2<U^jyb_OyLtNHlvmm{aM;ZGmPe}M11`PK^v%F6pJ?Eb1@a0r#S
zA2y2GnfNy86tVx6IcroS`7Du>@ZtQ=;E;dYiPstm=Id))8XH@xs#-!8XI76DbMG0C
z+&ceDHN^d_pOR4IAR6~R#v%9A?*6ACl1oLKXYEs9TD}uEnDDtg;q&JB$rIs9P_fvD
zcdC<JsFEx9-du5eMGqtf*Rk@)5D92WtNfcfAgl0ELGBeM%dsHcE-T+GH`6{h(<1kU
zP5L>fbaw0fr>lhQ!S514L|5Fy09gL)mIlsT7qN6;?PrX^_P>-ZfXw`e?Pq2lf|=Jy
zG>$;nP-x9{E#K|<X9P3`j!)&q@9M&n5O6ItFZl4n_8-L9S_eo9?#Rswga!cTd{l@t
z6NrQ{KmWe+iJ9LQ-sdD*xhY9gdVkCwUDq+>KRZR#2;>e-JjYqK(Xrz7Q|OW)52X{h
zEyn)|i1KjG<rM~NO-Vziv>hKKc|8V9*dx(nY^D_}rw9WPEkjWfQ@lY-PaK)f@nKA}
zX^;bc@Hav}ay*kSaRq>t%9B$ypQUT&<Z4zL77UHrSf_R#6OsWs?1PEtH5I+P6{Wis
z@5x|>|9D|rl><2J)O8B(rn3o^jveYs)fW0JdiedW>n|XI+?hFBHyySaaHPD7@Q}GW
zVH;ZWW=Y4G-r-SJ!TJ&%)tAZm%b~@cA<*bA#~up3WB14fdBFaY_ovcs`z-^$@V3p^
zW(q%*^RGC8e;0?Se_jG~R@RGEYC061z3EChvumepb6e}A0s?HAI=Vj>lQy~<-;%Qr
zn#+Qk*wfX14tNeXd;UGii+?-QpByqCK(DZ;>vwyf(XjN!uR;0YRA5;@DA?`iTzS%&
z<qJspN46h#&sPp>+GRyl$gVw(*iJZ^NoQ?(!ykA*XLkfxRq>H&o~msBY8m?e4LQ{5
zhieS0adK@pN?m1|N<N`|PFb5c_mcllr031kOv>k#?alP}rG(AhVC%cG0Hk2$v!}jw
z%EefgJ}HTvLFELT=s>6ITNloA<w3STS({AFo7XqOCF1c-OJZCYPuZI>(ZHA@!u-Zh
zPrt#>T_p!0jGRq=uWZL{I{A!#@HaBWmo3!C7xJ(|!FQ&qfY7Q|SEp7_r`EmhH{!e0
z6&$d4^<QDCHC?EuO6_0==!fpVFUWr<!ZIGcFXrTin_AG0BM?{Pxs!T`bpz$q7Q=U&
zA4y#cm6h{0RM=j#SVj2vqYCc=JM@(wDTMoPnjLc#TbkwfKY#82_3Pr?Y#k-0^;-jM
zXhyAeWBFAsN~4~54nSXdo(&9mp{~^}^XecUoo&v%bSju9Fac$b4Ra5-r;ABjW0(H{
z(Wg@AcxltLM?&OjM8Y3wCx_BiNC354cLXI!>fHcX1#NqK+P6`&4aD*7n+?I9I>+7D
z5|@3vg+d~{*MGdg@v7`=UK_tbaw*&4_j0sw+N^9Dvu&Gk1XhHVP}xK}E13=fB;qjh
zO~AC%%Uf^zRigm(Vs3}3)thUM1u3hL|ALHpo_eqw120B)!^qk|Un%Y}HEM^M1eioR
zj2NsbG}MmLL_6fjBdcsiop*lZt{x$PoArePArY>espWJ?)URVDn!W;KpuxI1GZF!q
zwVl~hwONy$s&*lfWZ+22_ZfNAUdMRK8}ZLukJ{aFnyCFxj`bC2iLN|K9w4oq!IW?=
z`>+zE)xAwl5+OnWHH!*3>X^9?xTUDT`(MwJkL+Ce`0DmQq3M%>MR5}0*D3GZ{59(K
zc2mP6&z7d3%}kj;j@bz8qes8rZY=gq!ql(2G-}R;g;cDOZAM>=Z*#sP!Zi9mho#i)
zFs~v`j#5~+&I`;aUa5VUbOg(t>_G8N92_PE2C>%F9Vj;h{!pp6nw)rUmBGu!d+(3G
znc`QDXU~?GIE!8HD6#*PhsSrIl}<y$3^mkEwmM!wP{zSnALH1bi(|(8(tFHlrv!%n
zZmtZICX~0Sfw(^c@gge=(fe!Ox;Wz)aw%i6Q~0NEP{x(Zviw`Z3gVLDGU6JSM6YM%
zI@uJ;jb~YBOj=k^PEK5LIWBIle_K<IaWZ@R<<c#~(PU%&#H1t`^AD-tog9d!1_BqU
zvv>Ub3ann$Shn`nD}O=yfX@r;X?1BpEeUC%ODAs?Z3IVBe(q2G>gP*JEZtJ?Xubb?
z{afK^&*QHNl~tomSw~C+$UHFpAP<wfBVZn+Zo#~5($l_&cmy1f0b4n;j~OGjoo2#_
zq{+4wP0C^<ww)?LStJ*%hs%#c;}BbyWp|4@nKj=*@m~DwzzTHbe+T;l7Z}?#2(*8F
zDT~n&+aUn%fFzu?2r;CZ_;xnIDT_5>JL3PIB}Tesab;$8J^Y}f?0D0=_4#Z_YuQn#
zF7=?f=+AKXWIw9Hh2rwK6f3`l*qT)wYkk!oFg|u={#Q%&C)^PX_`D^@dMT?Nth`<6
z-JuUjd-0;Ygo^~hT9$}Obn%jKx7(29!rfGY`4IRH;G+q{=tv+DjTJ<gBgIbc#l)AC
zC7G2jcIX^R-_6v_Rt&(6Mij0B&8mJ;H;Obsk#ovO>LSMsO;J0@G3`ov7ch6++N3r8
zE*Gd`5u7-Erc^Onb>Jf!kvdh>I#g`80aO?fU|NZEK!u%!xxO03Dj9BMz2E=B2y{cp
zdocjp-+aNh#^^krC;n#{@ECozu?)y-R(AZA#s@6RrE|>oNyhI_6(uz;4v~~!>^%I)
zp$F9xd%7l;ymle^&$ElWz_;{^OwTSdn~}I)S6ni3lMsoBU^mfWuu{Cj<>oE1`mC;K
zD!aJiK;MPuy#vs?bKb>Gb=!FVbic)~66TVCIKd&FEr(9;>ROu_L7XT6@SOc-bqlsE
zW%W!usH9v<q(w_$<Uf`A`Tz>wh2p|9tP#L#^a7_q6*3L1tw8Z+FDgx5OLD!Xg_5<=
zPmEq}t);9a-hG?Y2mAVC1vWl}s^|cSaa?ey85}HZ#I!W02VE5r(THeD#S($M_sTZ+
z@CpSOYWTGw;ZNM1bW2jS{@h%>zH$H{A--5XIE3BeYd5Lcg~YNF0FyLajXpkKA(9>G
zpP6V6$C4n`ioKt0?=9<4I(bOIBVa)b0J8tM|66v40kFmnDdd*d%vNvwyZou%TPz^j
zk<EDDQ{Fsmp`j=acqXq*2pZvHon4r^xP#!bBi^#I-j$Wx@3`@A8dTmO!^Jd}2rf)c
zM4G=H)db5dBg}taH=@ZgusE4AZNT|%_97{<r{D<I78$w!=;yc8Xrum?X>c4ttlxoS
zQ_A#{esNxj-_ytewi=deRKeRJMajiO7pm+8zq@mO_2B&JCNOvZ9e*v5a>c9qw*t<p
zv}x4Pub!a*uoj*N7!wLVnZiTs_To)7ZB8H(@oEb66dXGgAYr7T-Ou61{BQH|bpbGi
zw9x1j53RdTOJn(XV^gYAW8sA4CupP=y9D$({GM<$LANss9*)Pv#K$`@(LrKybj2OC
z48klngK+QxQ*@{e8Y%rvT>b|};%W#z`<QH1yvdwwY6B;Z=;KN$vJ|7k0c$Ec`j{&H
zT)ebMvnTxI2h&-3Y-FYuKxmtylg8_ooiElxO1>e9xPcHQ8SKzk(H#<T!HWR!RkP)1
z^S9P<NRW=A19vJOA6oS437}%t-=7Op{BgzGd4^fGG1%3$@79N>-#D|3E~FbR4ZV2&
zGGwhXY~pk-h)OsmM}`^dPx+}UzEE2m@tX+#>*<9@_tqcIAtDeSTI|Z5H+I+oR01vv
z!&eQ)5qU8*xPGRD0hWYe9k2+%MmLcd4;A^&ry*lyoT5B7Zf1O)M=P-zIZ-xlpCn<1
zF%kV%R)`cyjV{C+O7!R?$y<Oiu}Jzf7DEr4%gHQgs4z=cVa?+y6r8E+zOaxxzEF{K
zedsY)F+Io<UC7QCco`fSf5*(v-4sWnouXsEl23#YA$hC_ug?V)`vo_l>M2CUwV8-F
zTLmOSdnc-+avha`PBkX{W4UavbH9MjSc!9l_N8Aqf9OF}QpZC|_aD?B!N^S}V{!~a
zP5n;n<4Wo*Ip$xfVdS0O;2s7<Gh-L5YV_7V3VuB`{7o<&W6vuXTPg%hOeVo(i+pg#
z>!e_d9b0R1+Ftu<3LS;>y1K3L34(Ii9dXHcIQ`$*bs^e$L@HK*TD5tTS)Q>*?Mj*A
zA+`dG4ubiv`RTF&U~c5+S7dFzq>e)KDI=+C86#}2Ro&-`(pc_sB{NWH<DA6gUoORJ
z9n&c)iZ`P#RW!UKyp!3Zn=`*1=BV1d*u66AG^f6Ia5_oZ9Z#elZwOFN_kt--?vagD
z3U%)|jJozMn6kI5LJj?QVMGAi8vN%2qV;$(W$xrlYeQT6>1so;cLXbCaU>Vpytj(*
zZa+pK=1!K*atm7be)csuHt%f){A(rdzZWq4;HY`jHO;B=6k)4bi+wQvlKEP2Uhe#(
zdw(Xr<*F3SHEw(#8cJaOc75`u;7k74lpHOfPJn61<eKhj%e)L(JooOB)9q!Ucd;4T
z^x)4h%Wug){^UHoz%O<E;UJ`?v~@+-gm&C954I;)ct}gsj*)>qpF-K(&VNja{Xi{x
zHATx)Tq@sQ-C^dV^5bW+@^Q$I`WdN*k4nYgea%ZqH@&e0k-&~wlE~VUhp=7~%EBKk
zF$={dOpS^eL@eMn*-X8oP7!$zfM`x$KMHOa<rztHybx8gYbqu||2EtN9*@?K1>=w%
zbkf)nV6`Rcf)hy_4*iYr-J`=HehXz^Dteyzu4D|LjmMN2$+8)}wP&F{M1w<xXi%xU
z7@45OjLr(C(h{%~^7rq2|G{U%Q(7hHVO<3eLMmK%ip~Ur3PYzbT!42{T-+$J%uhtW
zUsfT%%u!0Qa%3#18JAl4ctx2%15KsrmODwBHlfJhiNRDpSAd)Z!UQ)&$aF02|EXio
zy6gRQkX6{Kzq>ylg?WWZnI2mHf_+ylT*CpU{yQj`rM|<79!fi@_I*K}MO)U+;AveZ
z?PJwn)<G^+hh+5dF=aC#!t#D-%bQQ?g~(f4%sQV0>d+kzre)>0uF>FWe$zC?8_zmM
zJ&NBp*uQZo`>*NN=*E?!gw?O2K_h35f1Y0cPOcg#a`O4+*+1!7<vL)Jr)K?J0~Vm7
z{@ONp+sO1JL;ISGb;>UbSF7GKTg^MqlKF(c*6B@WOL}!l7t}~ith~FowRw~Nr_8Nc
z&$P(fekX^|lJebbKRKv{%{HBW+2fH)f@pm17W&5i;X(D+@QSbgErb5WgQ4X=A2na0
zdbTcWz1lMi7|)z|w({uc;N|98T&@%Uzt9kl6X3P>IO1$!_#kGCo>mt=ni4d_=WV<F
zj<6y0Cdc8rNB*gl^e@Aj1}?sd+ZNw0^p+@ibxGt#mEO>NV1=gdDX~<}{P42=;UwLj
z#Nd?uvsUiU_Zx36AXaDY0x_&-GpxGPCbSAJ#!e4^u;wb!HI=_K3V9<Wg*3Zu@$6nH
zn5><SrNkNlVS?}FJax^MbmMSb;;<C=F6>EdXl#Y!OS_9%=za?1D=L*69%SIssx?&z
zzaoXdIaqSf2pP{5f2%A?UjO8B3EhjDq6#Izn)Jo|R?hc7Ud_WJ`(EPH*JeLQAZb0e
z5?Ny}R$*1=E&ZC>H#f#l)-K+5be!KgS)Eh451F6VJfT$X{0e)sEd*Gt+BIvARj#w+
zNaP;!S^6(*uz%k_<G&~0HfF&%QXCR)NN8)1=IS~6A~Aow`*%0ZCyTe;LGxtR5{iy@
zMUm(f<-$pe*OkaiQ%6}Tk--mk{_GJb;j110jJKMwcl+)$e=OMgMSeG{7#wVbZS*3y
zz8CfJ;g1^N{ctm=O?ARxfw1y&u=Lhw@1cJx%p}*h{w=s%;Fi{&wim4u3SCW?p&k`(
z<14^Bcr!IdqF)OMVqZW!o#aB>f-Uqq8VVjr(dy6!NQ~4srD16X#>^QrC3#OD7XDql
z{9SW_0<qyZgJqpmW1%mxI7xQ*;=x2Bgoz8Eg3gQOiRa-3GdPk07#1P5JJJTzO;$u$
zDeq4M>tn)-w+aS$3Hf$IS-May>SkwB8K|Vmc7^G6fk@mJ#Fe1%s-{2MTL|ybgW2gT
zG@|m`&%k%~MJ;F*ZY6b)lq;h;C^$YGt+{+Ox%)md;IVtY56fkw`W6sjef9GY>Vhad
zl1dcd!}&d?0A%xEnCF@Ezt!O2;g-6HS%HA`4}hum!E!(IA3`B$>BYd@L(W!1PK~wC
z&Bn<=`F#J>6vo5Ci~mjO%rEIs(-LsqoH3A#3^1c8EZ>~Ql@`~(#F>8NAxvWmRg1%}
zm-~3WfBWvp!cyx1#D@<j%-*g3&7W*LZ30fKoN!<9j|DThh~2=0#@IwOtwk0}FYJ8N
zxlwLWedT6(`kQlH{#@dAT|7Y^<yz9W3~!`excEg!1kNS(!sv~Kn|sjo#<`GbwN>@>
zVb8kTf9a3uW9fB!W5r9wWjkOi-afjznSJICi*F@Al*tB#`2E#(xm9TitAiQj+lUb6
zMHFZ~5FC>_J-TtagzB;1%-<Vsu(fw=A{#-VN6w4cu%EZDqnCIOVZX1lfDV<$DXUV{
zg<qMkHFsbs7mcl65IPd6J;%K6a-Zj^M9yo<m)2Gg1T>i?vJkHhyvdv-rMGPpRl!B%
zLfw6HFyDnD3q~Rt9MNkrazztgJmXiG*k=xX={x8|;Ck428JH9_3T{1}T6oO+?u<_0
z1hEDD@GC@^<-cR2k;5`n`Sq4T^eI#O(vvcOTgR}Q^Q1uUKS5z@$<O8lUg8Amv{h2E
zd`&;q{OJ!+;1fbyFQy&qK0o)XrtXuUtMzQ)^#hySVE0~Bb}Cll`?Tki8TABVhq5tW
zF^}Jf1s(Zua@3A?QUMxBf&NB>i^>;LX`RH*Vx$_W7;ZU}-aWs^<&R}`@;iQr0dH|0
zl8IW6pwLPom7)+;*fFMOwOa9TU7`t<2CS93cnK>HRc#Y{&1@157GZBd`}#i<w%3=n
zTS~l<mnWu!^pCYKK|X8z4E)r$arG{j;pNGkuDXQBj}+R`ps)||=#0|RM($#!%n~!v
z_W-Xs!mbrFm%#?s`th=KqkrPj%6h1OP;1CZ<SUnsyL@1%%PmCx-6T83Ni9!X*TV{h
z>xZf(G<`2LwufH&t{QQz8u4%lcBxw46#>Pty-Ad5vw4&F{+qK<d>5oWTtdFnxkurX
zpO@xf*>EEhYM(Z;|Hi)&g}{}<0p7oASLcb$->GBSMVJ-X#^zP*F`W{p2av>rNrg0B
z9)90J!Q47TIa86q&S<LCqYg6j7QzaOhmvFXP9f}vFiE|3YzK+<6cWi})V8pDS#^fx
z4vBt&Kmt41gVYX1F5EI)BB%zjhzV)Ip*N8@s1-bt9A$M!IH8&EHzH8MPajh#8?U1+
z*asiI2{ijJG7<m#BO0-ZSeqCC3@xg=$S&zwfCW$%s_W7oI+ryrzYxkaN;HTb6ODy$
zApmZp9`VIuKMD!Logf-rfNei{99jmBM&9Wzv|xdP&ER4<X9W=(79tFcb5=a(X@;q?
z;sP64yF%is;9xv7<w<<}lO%gi?xuUmPMDs;1U^4X0w1HG6EFCp0=pIkvL&oZYUhU1
zDn)nSSn%a+1oF-5Yzqv0{=(=*<`9suH4O>V!Op}%PuBU3C=`$GTioriC2}@)J@z(`
zwifKp)C=G?wf7Q})5t5}ydWRTv}=1qcZiGE++ra0yDN39^VyLzRldt2S>cB!wQwF!
zj&Wg@!s_=?I_1BNjTTGt*$GM`fb^m?BAkM20WBix!6%TMP|=$j%U>9-UVtlci@*cp
zpY?M&>^O%@Xl<LrA1nuEC^WOg;*dRd&4C%R=UtFc1uf%PmT$h!v9dUp@gD6!1!-Dc
zv@*T`P2vW#^deX9Ea*Ygj4?>iI4!3Fjh0FJz?ic*<5%Dk%o%UhOatVnQRI6FoO|(3
z&bs;nT%Pw88#@%kZMjgy)PgHwZ0Xk}wps|W@p9n_gE$Kl&Px*bXf&rnRkXgeI20^i
zl=>{n4ym=YcLT(JpAA3?eL(uM>li)Kmlk8@gi1uCfg#Ri1`ngFGFS42)(k6f3?d){
zVdTTAXe3l8gX{v<GGgU5@76&h^`SUbaI?NPEr?cIfiwof;767geRp({3Y++*P&7FG
z4qdokpgJh#R`O@t?m`Y>ayS2lU6`q~p#9(IpAPbo@pl!S>5m~i8i7G?_6G&FAZK*1
zSADO@yZih}z><EEwUJ*g%Jjq(yoUW;3d6@-(Ijqx|LrYlY&%mIvS8~s?k_LER$sZC
zd-vfO=6x(VNBsB;D0r?{L8w`j_v9F=T>1j9{5{w^&B~fx$vEIbxppF?+I`xCQtzZQ
z7NXr{f4pGar=7B?ev&fOzTL^9irzOrgSBD!FxQzEiT=bh;AljQ`63IjQK0xfBFrUF
zic6JH<6h($>du$X&Dbr6o-i9HChFXamzUOg!FMl1y!oT~wJ$Xj4cu}@R~)7lcRx>0
zrxd6W2@SI0r;7&&ROll0<o5xUy!D>C*9#OSdq<R``~S!nrLc_$S)V>oS4RF|o5J?w
zg6Bz2N8V>EbGg6>e(%$@hBn}{H>*MoKYEXvi}-UCJV#!NQPB+JC3hz_IEAd{uYG8X
z{M%*7YpfBlx&EU!w)8A)<lj%fd%tD|WO7qRhXnH-+f~&f?%r7%BmIo6>ps;x4Tc5%
zUH7@Tqix8#02yQJ5So~1)O+WUjRr(-0Aw<dbAj-a^?i`}%^zi;;=v!*rZa#2>$OW`
zz8R1Rp${EnhSv~GdjR86p*#XD`3PXDeEh~hqGdvqS2S5Z&oc;kKAEwh@cI-~2a^zz
zz|v4tU->OlAnn+wV_u2JV7+RF<PPE~L8}7>Sb5e?29DWo0U_kCDAjLfc@GxA9VqnQ
znA8r~BgT2z#iIBSHiZvpEe<FVM(KhSVD&{*@rII*-ic9;dCLxk^)<ol&|+qg3aWp+
znm_0#Q)Fs7sYnS>j$eo?g`oi2v@lWooIWFw!vlJm5sh><(0waar^DDq8y8BmsV_{X
zy8vH6Agdhgp%^0FbV~FB92`xA^^looc+(7q+R=krv1XOeX{Vx`KAFWl(R-JMO`Y`M
z?ja{08bt(qGqAMt)$m`ZMNPfuWcza$7c}@FU$(a5QVqET>w6o(=7fX09{#e<Od-=*
zplN)7<|OEzi(sXk`d5=ca2ef;rQX*|uZG3t*OqiXG2?*>Ngig{ePBItMJ8Fvp1-nP
z-h>$pdV;+5C<8(8<MSPUUX%Xb%~@dNkp+!E67}wBXLr*G)70bFtz?ULf9@JikH?8*
zXVa_=)1o|sUi;KOoW!xpUwZvs>U(+=W6x@Fl8pF^+h1z#Jz?QIE@wCYnQD49HTP$M
z==K+$1GmzBx7YjkU$fjzh^x`<R$Cgk&sGx7mmhdN^x%*5E~{0qUatQ~2aVf>xpGQd
z5(e{@dDU;k0-S6oBCQXjFP#ElBa@KrwB4EBCoQf*%YGj=EHYP&lK+P1pWV^!EPcJS
z!Zw;riR0D#<s=w$FRE?wHN@MSuUT1<{CS8t{Gw=b;;3Ey$6nXtwdAztE0mMH{5j5>
zrM_<tt+Ll>uc)#L{LKlnTB+4la5FW^Sy_g2N^^7atXQ-$Kzm*n54|r{)1e2CgQ|bH
z%~<59nCE?LlYdx_q%-auV_kh4_L0kh!S>UwpXG5(@xWnI8D;X$jvY5vD-0^~GJOb`
z!|m;^pFrlx%%x?tZoR1QlHg9T$lD(PrvbR7fJC&fW=jf;+`65csOMbq@qr3=$tX9F
zYgzkyU<X{HU%Jbx&2C?vv~2tC6y#MxnNC>Eny729f4i3ap3cWhATqe`C(MMtXTOzB
zATkKb9&h~A`)q4!X05LQ$YfFx7ax%qe**^N@Q6sn1vvA(42Hd@$j6jzN$_O#@^AUU
zOi=)kS%~a+jDOb`iHtb~%)#AhA4U=6ZyRS+zwjg8>&~QJE568`@ydhXdSjqfqHw&l
z+U%VjzB8l$?SS%g<)u_vL?ev>E)^!f2O?_c@2M^jJWj{U!?VL_M`)+IBdzCXfvrdu
zVKhdt9C=1(|JSCDE)xYO6;<;Q>1GzxXt@8bEFeaLLPjvvbR<Gsjv?)yoX|D`ZQ!g4
z-lf$WkUsct`qK=plggiCKL2v>FZbHdK^!{I3x_14!5<;KKj${}P`syvJxyxW_l@SS
zD|T^#%S_N25G@#VN_fH>C)J4pv$a1Ci(pnG-!Z=k-0l%0htb%^*7pc#&v_kW+`mpP
z7Ju;Po)1U2D4~e*C;+Je1<@L2#Im+)#FM+%%BY?H5UbmW{B{@xCk8JAbpb4D2LPP*
zxBY7E-)-D9?8qy`=jbyq$7-zeI;nfl`N7lfbcq3|GQ%I0Q#anWec^0f>kGS;5>${!
zLmdkaFQ!iEP{$K+x?fQ&=d=0dR1|8$!olS3E#ea_pQkvmkajb|)h*~|Q=j>!Q~(b*
z2v=qEJ|rIfoA0Y)tzD}@Y1*5&Zf14Tmg4DU-^A>iz85~bzwtd}Bh*!|SxvDUJfN@g
zTEIW>r&01%htlttxI<$_9Nv$7-zYTcdX{@%<u;S&p$Oq)kFABB1>oOVl?wXwW$=rG
zP$~@07rFQ-<jbJc6T`uLK#)l6x?6w$-nkz+`xY;xBy9&5FZA~MPwMnuufk|{T&G_Q
zh;|`XKB!YETsWJEqCj@tS)MVrS70Bnvo{e=3D=L*$=|ID_EF#^hz*tZ1k!T)(c{g%
zgWl`gb!T_~(rKpda%F;OK|3W>mxEXQEuzPU;Ri01Md8tZRO(qb;JS0B!aW?iD2oQ!
z+%+sNx5vtu|7#{ykRTu}b$blpM`GubIR4^txZ-=7>HD2pg%4mS(*24Q;@DK}i{n~Q
z9c2g5hVGKZB!jyfKit=`Xo}0ZV?y(rgPX={^|Sr|noYkR0i^kE75?k`)Um&NFkmVF
z^fZMv3cIeMG#24p7+_p5iVD0#9oszT;U6@~c?Ro8aq({MdJU=<VBwr3TH`jFLnOYW
z7ww$ShhGHXGN<Sz$P6{=64LjWE(crmgaEbl16c|>o$E9IEKEk9K=6pip=|RVD*}(T
zG@Qzo8SB823!M2d8%=2J)vqXGUAR3Z>I6ZG6T>4wWIAiPg?0J_1`#qokk%j$DQpg<
z2rCGfL!N1X7YKsF1YpxZ3&WQdjaCr%L$2Os!ytEctLT`O<GMs1m@&ekAqGuaTc$V4
z<#A;{N|o1dfX1JfZud_FuDE}~p?`0lq(+ay_*i2ubXTcG^neEV>f9=ZN9`XT_0kH0
zAb#<JVBx$b&Jp$gyG87MN|w-8Y}pB{P6NJ0d-Icg3U9XW8r_f{_&8O?L;GCyD%)-6
zE!~kqNr4;$4Qd}0*?%R_?a#G<{RQAIk0dy`=Uxt{bViZ2lO5?}@s@VtThC7h5nln5
zgFO@On78-A+e;J-FqoKK173hG2d9L)X_B^gjSLi+BF<py!V84VMPAefB6>$VFpr-@
zAL+~6vw0Qjv=?*XIUT^Ci6(Zto<P!MO-nF!7mEq|sGcV-6x}<u&;wKj`+MOtpv?!b
z?kXY+#}Z*th%v}Oclv`8EMP?<!uIuPMM1!C57AHo?C3mdfhnFi)=1<AqQa?YI0e_~
zoDQ&khU6JU;5L}5E^X~@ZI=Wq5i3>jH4$m)%j(jXMbxD(i)@;LLEIQ{Tn1Y_s^>Ub
z27DZgrgkigcUUlMRz?BmAMY_lxC^F*0g)g^NT@h1g*Le(eyt12Vk)hooO3B<sa!N9
z&NtGEZ=O%8s`?p|Z9nSqxo21Jc_^Asj2O^S<vYwONsz1i!2LtsnVS0a47g>m=pgHt
z{-cK9u{@@;*J*{Tx;rv3ZDR}Hs<@D8D8ljRF%w?!P!|oT`f26<{hZ3j?yuK(Z{#tC
z+M)0MubSWjq8!@s-%YQw$pmFE@MtY1@>#|C$@S34)TQJY)S_u{M0$4MF#~RK^qf!=
z_}ypM%HUst`?&k7S3FQ8Tpu$=UThdkjdp*%<2z=;QWjNK%2fU~dXRv3x)DqCZFFS9
z)9sjW2<v0u4sazUu2)GpHU>AOUyE@8(7+oKP+_Q!I!jkoVGjpWS9~+_&Ysqt0MjLZ
zc>t9nawVN37sru~NggijbsJm0yy16_#fFxd9cUn*#~{mqFeC?*k5FAsuN6(EyMc_-
z05c%LN?K65GrHt`SRqh~fIV<Frf>{6TIl+lB6dDtymCxXHj-lVVr3S861)1du<9&i
z3E_^4;fXvnI$L(4&97&x5Mi;Qs!`EqoT%M5uWrx+V9$cf7kqlGTlMo)FB~;mJJa1b
zpS^Fg<rvjg*rDsh-Xr%GDManG4H~{k=}Zw6s@?^H-tv)ASt`xfQ<f1gqcwu}fvBf7
zHEQHG!;0U?wGSsejU?6igWp%%zl#zVmZ?Wx$EA@4KN|MtI{?%(tlyXf;YobDw49@(
zz|1Jt?_(R3w~4L9((Iy(#<kr8nKExhcv5K!T)@;0rqb%J^&u!<ByHWD+BbLHjs3K>
zpNYP;i@e+R#L3Hw#VTj@MCz%}=Hu0co=;h;sEEadg83%WEWw!Sd(;Hf5Gx<r+YSl}
z+E|a<X;BNi1YlahaJ)0}2Q}AvygaKCDF$F}ek0nNPFE+7=1%rB+OdttxxtQ2!F$I?
zPN63giiUDdYI|GLuGT3+ErHIX(+<CkN4zwe{gxLuf|!>%Pp?mG3kXhY$Txm!_nAbG
zj!-I(=jx}oSBL+y3dl!hmwlkwquF&SDQD3l5fVa2EnERFx~Kcw+y@V7=oK8D)Xe@0
z5i|B1nXW;psXn0Ns59Vf9XE6Kx-<j<-myrr1Er+)KIr(flwtj3-d|<6kfd|mAsZ_p
z4Epp>A&Zchi=*?@!bfgWJ7nf_NgWbDzL*4l<&XjT${uO_B9a!z#F*#~nD1AoB_JVU
zLy#%KN}wsUfXN2%FAv2|nMO0>eHQ395JZzCvk-%6I!Y&MFM5paogGr2To}6x3DJ$h
zN_10bs|iZ%j+*NTF>quDg?16bXGq&EiI&VL>g1V1p+Ce*_e$QBO)X}EMx(ik9ii-Z
zV3)bBqsMse3Y*Y_4`Cd9$+%S~2>=|$?ftybuPi$X!HTMm-iPf<CAZimgGA*wg9b0e
z@ShTfBF))Y+HD>-B*kC>X(>$i`3u4!3Q2XIb@ZM!b(v+{u?Y@&|EbkV3G|9V&so*P
zV~j&Gz8M5;j3b_2;YK`^)qPg<BdB;dsQeW<(7N}9x11`0nNArTX(Qy*)>6OoRbQhP
zowxB`ecF~y4|G*z44fRgmUhzhD!I2W*N|2X7-taCzb$eF>IHqIXpd<o)oi@x|5R_`
zR|#E7=W_4yH?t?1NF(Wl<!LP$I~Y9O%jutJU-LF+6DV~S3jJsndO7`*;<M(ju?`HF
zEX<S_e4h{B%HZPE?28nAAg>sr3M}B?R(dY_vY*>{)nMYBn<CFKPp-#A<=pDnw(sU6
zZvI2AH~%gTsG8(7nLH2b&kUN%Y+WBwvw9iU<*IJ^K=ZbjhEp!KXs+q|X4{0r-Vl24
zqiDWdQjj)t&%-|q^HcKS510FMbM<_@_?zk;kXAnzSx+3as!j*F)~@(F$?&DP-V~3b
zeUv58z}>9_JHKyQ@$qdGIw|*SVfmf+l3pyE$O@_KSR8=9-VToq`P5f4>zaSmkqz5>
zei;dGQtX{}XNuE^7%E3x@i_UIIlJ-T{8ig`{J=ybH}maHiJE(sc8dF`vQ(@)>pslG
zE79Ovg@v*d7wc|qC;+vhP#_9J?a*BqlS{t6i5xF5)p$~JPnSatq)jI(FQ&mzfb9oS
zkq8y3Nn2%s^KsKl73XDtBY4X9Qoi#FK9th@VHH~cE#mFuCv}T3*NTnfjS1^}%|J_h
zVr${op6I{7d~_f`0ccNGTnd{PnGf2t^nCPbSAR^CT*@$&LV9EbWV?>HUVa$qMkbxj
z+p80YOX;y~ZM9JW#6RNwMISn~?A6G#yTzj@8a&X%DFhfChhNh^jL498_S@#q&mSBw
zdbO)n#R^6$pmyfA)_>(LsEL0;ygcX8IAI-ej>!l(89y`B918QH(8qK}pMY0C1=mlT
z#V!dnaEElLbh|KRHsBs~!3iA$UVyl#tHK(R&ghg%J6iaNFy52$qD_|vRcs!Ja8ePQ
z4tQV79%upRP-Es%G?7tim*wxgZpg8KXQS=iKd8=Iu`w+PPOz24qPJ+H>$^ua<{40}
z(jBM_2S9Lc{mEgn*#WS8K1Y3X+94MLl|*wc=Rs$;+|T(w%3_SnEW-P5tH!V3uuAHc
zLs;-CVSAgetwFI01Y8@w6$k-?!=QrqgIy={9F)b>d6Xw+PmZS(<+;Zmf8I%Gp0NoV
zzQ)`4h;le}YYXuxJlvf!*ERDu;`aRf$Bq1a#fH_%R?Tb2o2%7X_kc<+;9Jb(8%U+m
zp+ok%hQ?fgfAP`pyYmSHl;w1~z6%iEix8MG%lRBW$85f7ltMG)n7~eiDV{}`&(6O3
zd!A0_y$0*e^YT<6U^RZ*!P?YzLrP9gRz^}HaP`;TFb@*`dMmFbX=rAD-!n$@_J=Q5
z+=bN`Zr*C1$avxXW%yBc(yfng$2??fvt4>!24j*}D~w$4#VLr=J%65;7oI-w;ES9e
zPqU%HCFh*jPhGdScbYYXpoNM4KC!=+A6aH(KJSJmMMvMs9cJ7TzBmbTVCUz1EIj$7
z=Rr75Lf903KArE}Io^?{Y;Ikt>%JFQ(@dv)#Mzn_V$|DaZQSiTD8lRRL#R;{Ni(B1
z)Ed~Si$v=5a8il$vncg&_~%h2lu1Fc)=L09+|^-un$o`BOSJ;#_~!VWEFpgE#TaZX
zkrB-$^gNRd5`Na#4U42kt<d>>^z4AuulNe=0zG2jOnw2mH}};b$xvShEeB=_#4JQ*
z(J0f-|2cv^btA$SpMIG_+28qvL&KStK)-P2zQQa^Eqqpw8Ohp>qbT5u=kZH7(;vzq
zvq2Hxl4t7g?|v$f*$At@v+yEk@jm}`@7ky8vkEmc8ZCG!B*W+dYu@&sYvc1_frUr?
z=p!xc+FV<GzQ%BX18eTphm&>I$qk`#x%RCGx_^HhvvTYCJh*qGXyoMwrIj0(ztS57
z6@zclURtJAi+ZI0tWOLVP86R)^&}KBgC;R0z^p}LK=sC8qnKL@T>MsH{PLxx$4^u%
zMP9xGgVH)IFYeX~wmrQRwF~Kh0Sx_q)WQI7m5!?%0B8Z)`rUHmJvo*VEd2FFT>Qf3
zv0$E#25LO&S?b8e+sJ-Nz8iU4V&ADWIBq!mw3Z<4#oHYN?7qNNl5~g5U--3HrCP$n
zo2%1iq(^B!OmRw07SETSC4S-NNRg`JU~qB&x*533&<d(U-!1!jS=j_U&ZrBYZr&C&
zfrpkLclGIUo5=VkzWSlX@C^2h3ihyxG7W*6iL{RsY1bGe`(u)L`TFuN2<|loh`Z9u
z!^ZJbF|(>3qXNUD0=Ow>yF1&d;`hh$6rD%5Rqh?GV)kNiJ+SGMr=AgES4fbEhtDg;
z%_s91DVSf`l@HJ)jKe$YAL~}9kcP{{;@2s(M4%1;PS#6jFpQ{t^qNxziJ<;6H4odl
zazEhMR?ra;hAos_L|>#Er@}uZ)05%vc685kzI*Z+*zxh(oO%ouB4F5h$3AzOu!tnc
zpV#JO#@#p<h2W@FNPX<3lz}RwK(b?tQce>nkXui1G31ylrX_~}PoP4dLzJU8-t10q
z7oP&kZYY7L?*n_EUc#$aJ!xr6M5w|wK<>?{&<&(_*z;wIt9LFAcBj8h8~9#!cQ8jR
zLn1zvKS3)I{?(6fQ46YQ-_OJu7sogSzk*_k<^8NDC?c&SEUomC^`pE^b<t3^$vvgS
zrnrIlyYeD@`@UC2hY<V~io%O5R;o$e&NU+ORW|GtXDEBZYgfFk3kY}5r6S=;f+MHE
z`SZM-H*3*iJ$)FCWgI${33LupOcIvW^j<;P5Z)8H!QzEfVFlb53@(jFRZugFnccUD
ziUazPB5)8!#3>3;`kcX{#8a{QPnOa2cq};XN_0h(Jc052*6*dU4FBhiS1rsCQeOAo
z1XZnQc=n>pJn*GL_dQ;ZlbO$W;#@98K`bb#nuL$Z53*g?*Z7*%;vPM%%-0=9uL|+B
z#}hHo1D>2vMK(AT3x(oj@K2CH3(L1Ex=?a*oa>!dJk*{QBN1PF<LV2>W)>}p_#GPh
z>gN|63=LyxaD1gVOxE4iv<%M|m$I3eL&|^$T4du@aS>mug&&M94qhzl;cV7iCYdjB
z30$0i0gt4|=#3fl7BSj&YMC5MDAjrv?+TQWuLAp={}n<e;6-EQOxW9EpvJM}@)nP!
z6XwG624fz(>xhCOP<-Mu8@(ISj5nm&Zb&fE(z6>&K*RI}$LU>|6Y7?-wF|jKMz}cc
zvm|_BPUz+l;gJTXc^cTWDa#UgQnUze_E%)Cq%+BaIP!1BDx7;5m?6RXG>4<KSVu}S
zjmZF?$C1VZV$6!g8`5brW-XPNb@d2uWxyYC#L5)ni%qP%AiT7%6w0J4<piY?wPWNt
zP5E||LIt_mfpzzAIH&<VR!DVWO>c`^F_eg4#Sh1K3E!K+SGxoD*gABfKaD*I{y6k}
zeijSURrdem=q$LRdb}=73^3#jjnoX?0+K(vC6$uyR$98dyF=-2knV1g5TsK&q#I`5
z`M)3Gu65VF=bXLwvlC8GwCqPoO_6q{L*;O9!&HjIgkZJ<SSQ>AID*DM^VPH?KA7)l
zoH?b#t)(Iq;z85XNti-0J*@fcV}zYJLSH0(ZMH(H*f4i-J$+Ppq_?z9{fMi8ye}6F
zZBi0(sP1@ek3qvG&wm|*pt*knPcUBBdflE`7cK-0aXhI}^EAHZVCB_#+HB1}<Pq(p
z^#vMD1^5NSqAxyE@;VYRJTNGBMZeUE?j&qXC}G398?HEZcd;R0y-$k@UeV~6({%=J
z=>ZG5r<HZJ9r9~qm2ohA=!deW=_XhWC#>(}`FzX#S1-~cz7xha@BXpNGH5lJ$@8fP
z|2k^)v6gA^v4k4gwR#+0{p!aCpSM2i4GEBdyz}mQk2#g2OBD+tyO0ah1S19vM?J0D
zSa|!;we1BF#Y-KBuL#zw@Pje_=KE_c;LgORPf&oYhy_(eeOfCZp%V`d&KLe*ov%xJ
z;b8;x_ZwvTvn8(6CrtamM6jXQPr>SWg2ux+HdA5B^%5+JX{oNm&dQTI0W9LC^+Pmd
z!iW-7@aqc7m}G@-S#a^zbwbSVS2|p-UpcA2wfnhEAJkF4K6Ovdz%S0utP$NgI|u+Y
z9$=>qviWpU=kQvWuz_@Uv5ryaf4^OYphUk$2p0!DP(MLTU}(D=`kVeYcZg*VcHP|y
zcRHAQMqtd2^bwUkXUq4w#ywtVFW98<;(j|@bN!;$9*)A?tw&=cZrB=seHQV~DNpmx
zk8)2=*H$(<nv2|88ZBF@ES265j<j^#ax7@z8fAKM>!Ds1xGs^l0V$ZsyMC*DI??|k
z(6nH0=cu!(C%mllpPs&$j_%6I+f(Ks7={uZwZEF<r0g{(rIk&n4co*yv$N|?9~M_s
z%g#$Fic1{dsO>~KmsKi7lCRUju|d0#j?_fKHS%r<e(*EoYxCZJU$oPIuuB_#k*8Bf
zXVZ~PJuDv9`<%qstjgicN@G?Q{QVT^;NGtvD>xGtD35d;fPe&46bFov4gx-vgZB3S
znxG(uaLo|mAW{M8WvQ$tM6y`bq-JoW6HBZHB?cC4B~kJ$?Tqjz$W1hB2&XrifkD)V
zZL~*;EesWMUe>k(J;@}!(!|sWhCXUVRT-NoVF*e_2^K>9Hs?(Am6)BF;GI)%ZUU70
zGxu>p=hdJpU$^=ck(q(?qUu-{EO<w#{j?}RKp-MzDhuXi89axmE&^g#0}CiFC<f}V
zehYOSHz~U5r3uxLmub<}EwX0c%oJm#Snxbe{Wr)j*oWp~*bor7P5NQdwZO|T$;&Uv
zt8@tEnv*|6x3#TW-|&xatJ^R8b#z$2{jyQ~kD`GejRQX>&6m%bPivaa>V6rQH*?PS
zL2(X)`%aqU2XTK5mlm3HFi4&jv=RtGOt#RPL=C9zyWairbt}9*wqUC^Ah#D3P<5#s
zb*Wx=YpXbvs6lmbH%_w;D6ubC@o)RnzN89RLH;>7PO?~`mFbS00~)S>HEI4Uk>&@A
zjb@%iK<NHUsr$yuvbaC~{;P%be{%%}%k|v$L-Y`CHt3+$aH7IS-nW&Uw7I0Wb^^ea
zn-?vrI$7*(DZS<{{_pM_b<!By9!HO&=#q{d_2QzRp@^KE4ZDEb1RxHKXrfp#)1D@_
zImmg+kquuTKJrm|cb8$so@zzSii(!x)+BP!#&oV(a-`h+Xr}@j9@*Jzi9T6xp1u?4
z<(j{{TB%)R@^P$z`1<_4=+ytyBOnZewM5+?Fm2{g1lXP&+VY@Ie{?sZ_}sIk?^4-K
zDKhSm;MGEJt5IMYA}wtB3Hgj{DkW}r+~hw8wc18o0b<LaX?y=JGCjO&I$3M#*NhPF
zS}YflxrV|&Wz)MRI+uZTu`hGDR#o0}dxk=~os7+&(pCy(0EKU!BhrcC`F0EC7eE|7
zB1wc~nxZ}n9OT@6XZ(ozfZ?2j!U~mH5-+a45oZP<^vES~dOp_VY@z`x22F|LCR-UU
z6huv}afd5ZS}2u;Vk#-&K(Y=EaZgwh_e22ou0e~$l(y_b%j({x>wXQRogz9eeofo$
zQRx|f+`2j%p7-~~c+pUSL%$k8<0O%{5UTHww*_&%|8+gKzHiwu{{Ff?Yu_s_29HP)
zhPjdxM!NX)_5>2inDlhi!>h0{dOCo*fxeBdhr+y2^Q1A*<of^}vAe$u=3Fl*)4hUE
zuX8)Cq@Wbo_R_Cu(3Ibgfa|)upKI&?z4o^tdcxwn+VMxSZ@NU5FV}3Y5l{j)(N7sB
z<uX+#${I%%;X8zGVWYM=?`<h#7UE^eeAKc6mTZN0o8M|?-Vbgi{1AEfmd-!~sgaA7
z{bFHo1|L}kzZq@x1p6aDNuGn0Ip-EXz7+HV)wMu^4vRcU4Q&j$96`wFC_#pTZ<P{*
zI+R|UXRw{|A0v*jov46BVy;D5@A~Z0pHFIU7LAb6W;MD26l(aP7(hS)6iMnk(;jLj
zMj~jB6na+gYG}hIea*R|__jIYty`+$k<2UNFoXE;k_QE04!K=`{16S2FpLWjuFb=6
zN4f`pQ@6lx*v3daLOyb#V1-&e|NFU(6=@&haS(x68-L9jpXohc=3W|~=R8<!?mFIm
z^y>&9-;Q{NRm0Da$HJ#ct;8a(B0?y71)Gjy2EUy{HoW0ur+ycpnALxrzc$4?UMI~%
z1D4PLJJ?%nqwfCht_O}J9=@@1CU%{Td6Yqy`*&^vv%uKP4F0$tBm|}+qPC8r>)rat
zhX{?7G4b!;PsO?UoP57r9PVx<jTcC#3}P_7$5W0C3|PXv<_yQ+zq|e5<`&=5jLXaC
zu_(~AIM1)GCE#5}E|SLQkkC56_m-8#Sup31Z^Ux4Bk%H6Y@#n+^twgUH`6Q(XT2!~
zyw0i_T_a6RH3J;?enXwe2PuF5py3^^Z&V~oK?{27s#|a0UUsbUZA?5JXNRwJjC6#D
zuRL`ecVtgwA5UZ}I=acWFMdK7(8$g^=OwSv)%6ncD^)Man9yXQ&H5<jL|e2oFi<G1
zo1_~1v+pX1BzPBfn{sOjTWB{J0sg8k;$T*N*b*iRiAQ@?e+4~Y6nI4SpR;O<DF*t#
z{X=@w_g5<5<O!|{mp~SHNko)6+=ORe>hx=u4ydTvq~_tR@C2{>n&4C&7>g7``T}BU
zJuN?B4;6XH`&}XYRX5HAFW4eCFc=*L<W}dkunGE5@UT}!;h(fR3Zuz9Av_DSIdI+c
zK+n1`hHUCYBmPAkxK)39gB|xS{k<j`HgEj|Y$V%I@PVO_+CIf{G!xVyN+c1$P}7i9
zzi}|zRz92bg}@Jc?WITU0jT@f9@jGgMREWpVrC&7q|8voa{8{cEt^3Xok6EmC!4{+
zlxn=^Qx{d4m%g|;!?!;6*=J<sQQ35wr?!V;19sAk`cVMS$o@^&nwV3A%a*S;d^y+u
z0>t#}lK{GTi{}bCJ{OwVY$$7W^ZEGu&%dWQL%!csY34P1s45KWZt?qyF3rNLhJ~E2
z<<*Rz-K~=4CX;AT@Hw@HO7aIH$c)V-WdfZfazGcKfUE%spRJ6#lQH5pdKn0DA_$ZK
z5?%UI=F;YtDQ~e5dR5BghEFc;jFSp62lQ<P^?|+wLAl6-B<QwmAIjm9N?;&OW#9~|
z50rNI2w*^!Ck;Tb_EixMG7~Jh(!dZP084-k6YT|6F9Im2>-&KOG%&SawEK`ed9aVk
z6$HLwSMb&U0Tq|s0%KwiDTE~#7tZeze8#%LN}pt)maWugsZpOqC}?JArmD@wRr)+g
z4Yoq>nsapNLl4Ji2}ug4Z4L!W?!S%W=)8l5{81iD<ggt}M|j0h-!vRZCE7cYX^%Qk
z2JIf;5+dK3Oi~5wxS(_Vhnjxs@8X`vQni>loAPZVtq3D(HmM{eM^Rosy@yXD;X*pR
zg(asCl<gf-`T+!!jC&2ix))~_{UVESNWY*S2Oy-jM3`jyaq7SeHs<mFL{dTih9y=K
zNkkMpN|}YlA~`v3pjgB|If;oL6QOp|BN~Zk!FhoP#zQANJ53D@<i?2skx~6YX*zD~
z;K(*&IGD6f78xFxt|ONCRtohBnaSh|?S-hG#PdNG1v1quPh{nk{7#SyMLP8t{u@Cv
zs`u3@L{)_J6P^lsT{7fMNkfV<4avo1m{%a%p-Z)$O!?VtpqfP+GrKYoIippBEKW;i
zytKIzvnj2jr=q;3qP*)@c~^po?BYb`?_;}(V-|`s@AzoLNaCeH5j(*01bM44hKL_D
z3I%qO%-<m76WF+Wq2Y|-;f(b<m+V^XF>eMf<ajb|$(+by@g=Q8e>;`OI??i42?G4&
zff4<&CV`QGeZtaR0~X<^5m2ZMnJ_D*WF%h_{;XQ!SSFuZg9!~dRDuMB;VntTOMsmn
zB|a}(2w8@t9_9xr5pLcPY%E%Ce3TFls4w0FMs6Yo4G};BC}xLmLf(JyRYK9p3v&x1
zI3W1pE9HBlL4~;eu|=l^H3LI>PP*VcinsNlnAl4S42W!#Y+6CGkoy-N{Xf4xoZ!iF
zfQyuGiKK-?6sb*C&;l_ADSy|;W#K)TQp@(@4$N%Zw9bzI{M{_`qJJ@g6(<n~=H&wr
zg+inNUx9^qW~gt2k${pGqAG7F^TIA}r6lkHZ^C`Cb`a23T6t{Al(^r;<~?966pkZ6
zL}I*Z$)M&D_>)i|f~S|{|K*D~v1H^Yl3*~tsHU0#9y9Q}MIbn*sTj{VF)SZzRcoge
z>??skr721HX-0y0UIT3gWgFxKG=AVC0w&1wg<&HD)nsKWhA!3H6R}v!z7IHS2)@NC
zW2bN6MG(D$AyR>1PEUe>*pd38BQjOoBokbP`p}_oe%xw1PCF`^@8rI8C6Q;mkDDwR
z+E+DeWZ~9L%~V!&l^Y{R4gG;IbL!QDX%gk#<cnG9rJ{;}QGJ-&p^3=kG=8kgSDKlJ
z74^Gd+EWXx9k5KO7-@f5sFbJXI~hJ1+BE!+vH;rjZ~{~Wa2ptc7iE=<sR@=L1#CkG
zk^=g4S&(%eW!w{eb<n7(0hmB>Ks_=!hbzNjqOd91OXc?L19H!CFJl9N1ayX@ks8M<
zIcEtu)FTZj@({dXQP_!U01v94{bdJ@4m<&@;ro`=`v&Uke2%+V{{eqLlXZhJkWbjj
z<&>P=!0P$&4L@w{bNp5#(;;=ivlM#XtWFYj5El{v*r7MmTJ#)-1quG!dEWm#E4lg5
zW{l<Oivp?YBb}SzJntn9;;hNz#(C&NS*Ziz39X_Ud+$JCXe0yoE7+b-GcM88FA<Lz
zHxco^9Q~7^8Vs@ZAc37;v>o@zGS58*Dgq}mYgx1hBg`e?M-O`Z04dI>Jdyr5kYb;6
z)D~Oy8u00N9C0W-1MZ{cdru@PmaqqLstbejURK7(<h2P`CAj6E2j>$+ZTZ~q?uhT<
z_a)r@%~`$|Zv@r8Xyi4+zrgFC7@oG)L2Cn{;_OvY=2D!<??5`A3A6|~LuwI;**@{M
zA@LtU0pl-hi?in;un{^Kqu1%)=358~^;`6m2@|y=cGfuA60QnOJDNc0zIqeia>{PF
zDMA><4j~Aa!ZlZ4W@n9&McC>@ljUNpRR3mbzWv4+Z(8N0W);?Fu8z=Ytc46Q%JezU
zsQvbK_g5G1{O{&=Ae%i83qIPt{_qh2h#34VN87*c{t4t^42S))-CXy-UA;Gk9j|Bf
z_@D1NN+KMxk~iXAXt3>XtF1jx7jfc#PS^M6-LSpRI)B)o$-FgRSdq3v7kn*EUwgXS
zcl#lZ5Q7u4=H`BXdfA>e$dmG1Cg)K{wI(*hv%20>(d|`QVrpo9_Ef5;xjz%VJJ_*b
zIgUOp7zC-D1io;o8w#l#wzQBS_!Upl<LI2RBbi?+vmI*D@woL)<Q@vT>Z^WkXj#~Q
zB|EYI&rM679~>#y+0foMf85kWyu1=)S08%PH*8hbzLBeKIbO{rwH>k%hrmiG4dqn1
z9ekd=ZXy=k1B(B@ulpTwi3D_R&r%SHM)Br{Sxyu18KVqqI|2nQ-oOA!_Yze9AyquG
z50$8T3j;Y-d^d(>3=!1o3qe;SD?CmN3;+*Mei{%@g~FjIK(*9#b#~G;<{=YQ31DDA
z`OKKe3U9)Pe+zUd_+)iPl5%B8FRI8>AabvEp{bhW_SCs|vaDMeGE{Rz!_2fzsYUs5
zSno;#!GW}ZzX(Qf)0}!-lMHS*?v7O07|TZ%Bot&1mGs>{C137gNraz6njAbJK2{$f
zAHw}6Qi2F|M73}L15vE>HyAM|Pt0Sb%@-wmf0|QFYf@yW(NeIT|KVNJrBD|-4R$*q
z-va+h<nySZD(%c>LJ}uJ@ki{y`?tgUxWoH#3?#7-yGDmqgLZogtO3xq!*$mr@A<o5
zombFRntxq}#HD_pwCEv~$Wl7ac21Wj-GAjZwj2H=r%=`YUMIFzcvN+9F2}nVoU<96
zTN#-&S4k{sD2*w?J&5@7@%~fJA*-<+o9L2GTiu_Y)`^x;+x5Q<NI^*3PUWRr@`kgs
z;mLpFN|>@INKRr%D^2)A-2^;wGCu1o{3EgcgWhR6QD|tZiFYu8;qv>*#p1R7M~{K7
zV{J9l`<1kul_ZAG(?reW$=R+i=zL|8X{u$h5%a7&PBY#)1pJKie|eb+DL#F-;%k*1
zwEcZ4>>BJKO%OXyHj!REmC_H!B9rG%savsI{3+D5isjmdC)Haf-&-f&+q+b+n(W`k
z{<mECB$VmEwdBz^=dYs6@~!)M<GLH?4PVc@HE);d>#2$j4}P4U*3Y{kHRi3YDjOTz
zuiJMOpq7u_qQZAiBL$>oKD7zW#?)U#*7ro$bh<j{_>CRb^s+_&^7j3V;coo;vpP_D
zWu5}-MqlyA{`Q+oy*o|a`@SM=G%BinDlV}>`)rr2mUMCflKol_i;p_L-(NSOW>p%6
z6l!1tq*hAPTPmTd7)gIB(~E3~YRLcR|3^YA_@c%3P4f!9q}nJ6YYNo-)w#w1P@z#Q
zaZJ;*O?o>~EOZ#4lNErFY>Nz*cIyIXqB~6h=!i8~34_OiZuzRgU^rEmC&dw||DADm
zXXjcML{lQ}uZ`dA`2HM^{lA#?jlH03ilVsbk4;@&wb#vYqK<a|0<d2OTaxZQ5Qx{d
zMvvnSm>Yzn8h+cK_0jaMKZyeYzxjJec?CjPF^}ediRUf9E-Z^0qXzXo9={kF-}$-a
zg7GnWdfG0|7|0TxAADq>@h|mVK-l(sq6-kSxPj4&|Irv?1@?2h>w|ned!;&p@V|b!
z4;L0L-N>WxvAv!-p?EUN`sZ!h^_rEmZwm!?RGAb4l;Z^#G`$N89&`-1)%rv(%xc{!
zYkxp$e<JE9g%6uK`cAsmx<J6tRY1@!Dsehm!Ywp*q<li$;7m|mqh9AgM9bK-tKq>y
zW1OX28d*b<zfkkLB&^@1rRvJSW5ElICqeaO%N>OD68PJ=Ri?Pk9kV1HSRb*6-~xu=
zYGWKH1w*5uCd_hW_q0Dx5%6V=h`Z>RM7(K4Tur^qqhb=fgd{_lEnR3`iK=!o$1=n8
z0c`|i149D?jceW7ozP^4T~IejBPxyF)cD!s-~$o)u=T6ECoNU*IW5}kBdoL*#P1Q%
zR&v1KBw=?Zjb+vX|Fzb)ZXa^r0`hAz-_;g=kFc)XrHKCRT^7DP>ZzE%Q-Qm~g}&eB
zog2d+gK&){NUZ*G+I0mu{eBHWtivl;d)qa})VZ%$V`~}jTm0IAS#Sd2&@4j3UG;*K
z9S1zT9L7(Rc)aY7xgQ2R9Bxq_LEIgEZAYI3T2#9Eg)b-4xn-dI@gh7tU)^4}hAUt^
zgx#S52v1}o3c|%#87KiTvoQT?asF`et6ADb`jw}9J%#Fwj$_IX_cmu?VT#(3YAf`e
z$ES)(4TEEMk_@5mvX6MDkZN~AFtCy8m`vFUii<??U90N16-U!@^x2(y+3!!9yNKV!
zlA)%7mX40z7W<FY9De<v1uY~|yvMs86l+~I1+ULpqlQMh+ZELals9Yl-o{sLG@M>$
z4(BwYwEwuXxxU#iFUxh)D3#1j&S}y%C_{;gf=DmB_+~M;@wp33ZMPczaUPJMl!3wK
zlJ%`8w%UQjH(G>{uR$JuhboMx{sgcfPtxcOtU_r~r<`7&-dJA&ikB9W?s0kt%1yDy
z-<O<${uuB&Ni&>aix-Z`fQb*kLwrhysBJHjmr`D3(<O7F**ZsTrkSC;8q!b<9omk-
zn*r2IDxnKw!n}czyp910Gt1|X>rylJg?TX>g>_r@>{+w2FNMLJqVFEw0=jB11|J9$
zzBy`R>+wbbUKv4azkAQC9v*Q$!HA)Eg9?5Gd%scfesga@V6S&7pBO&)u!ZGs5>oqe
z$kB6v(zA!(d-rhz3PYoA0Y$<;T)+?E-Y<a@Z?t@aA*>>ISeIuBMzvq!BuJ&z-Xc;(
zxa`++gHjV1u2f2@z6``l1^n;qC>|ox0wX18-kY<B{l^(WY8b`bL;mT`HTFc$Z1{KZ
z#K}%J#TKMVMc{{?L*`1|s&E~thoOs`@$HR4#ZkM#rcXu1fv?i^^4$iHp`W$)^N0KU
z97-gV*+#)7Kb!iKK8fdlus>&hD*8Sr0(bMu9^UU)4PN8IsQ6mYKi0Og7d5H=tuKAk
zsDb01i-I2+s=0+5t&=3eC>ykkY6Ze15ag@=pgf#Z9;iScO`~`iBQLKu#Kg9fOaz4x
zI1!|zGD}6$s^!b?vJpH)BT`POls(at+SdT`TqHj6hnEmNsOB{qs~99~l&*09a^5#L
zPa-gQ2FtU@so9s7k^>B+PLdH#U=Nl*aCrw{Mnt}xc)~1xnB+`P?K;0}7o_~a2&l7m
z{%=_Xj}a`AlIW;Fppz2TVqxkZJ(El8S`5Ti4-MPdO`cDESFyyAl3J!9^0gYO`GcHK
z3oImCWVEa-1yu1t$D{#b&!!cfOoTm#Km8MlELgQU<SxC>o_qfJ#&7?pztW#TK8kn1
z%zpH7s)>l*q=vl#lCGSGFL(y_eUL;@`l*<URvk;@Xy$BA#zva$;m=t&3)|JkCi|?F
zKgxzm=wld$E**FXqgbhAf_fbWJP_gd>d>pIoM-O-Vi~5WR-4*M^cfi@sh66r$BYV3
z)Ptr8sx#baVje;0$q;T#aLi9;7G@KgWDVs3ixlWM01%uP3It^24enXGwCP5zDbK?Z
z-d{hFJCJjO9;FJUL?oG;UF-xYV!;M3k(EV-fFF=KOsVW8c~O`cKM<md60qffjxN_?
z0Y-AP;wgg>3<#t_ltLDwq@oa~RxpQ6;h^-my+SBnGllsRgW?{hy6$&P0ydR+g}u5Y
zC)#0W{K7*gHO)-s?;K{0vel~GJeog&#J{B(np83QhypxCq=<gV5fP*i5PTydKn2kL
zXMqbSij-Fa(n~30W~dHmRBRLIWrk8ST1hOKF$#x`f3OP2$|~?>j2X3X&Z?GSWD6RP
zw*Ik0_LEGAC;OLybO?8StURkCfI+YxZM2N;a9fj-oFi5aR5WP8D@Ue0W5PWsorQ0w
z1rX+a$IkoiJJlO}65==UN;HXKfnOpI`D_b|XfBL#=o!hKWZ2UYS!DufIWtNaAtWKC
zFY5jF2-8<W0<S2<UM)ctnkhkl`JmuyMDPP_fQ%I}9a0(zz~jsvOgKPf#G;jy<M$%X
z1%KGYqYwi9=s9`5XONDx{y>XYHC3=lX5$^6Bw46uh&!FvO0WLL0x>IRJj}**<@nj2
zSt7lP8i*k!M%L08dDzNBBNX7y<rYNK%Hz8FX2t8fy(=!@3j(sy2M$&R!x$uhYrq0b
z%4lwB4N0z0Rfqf}-H#f9kvbSOqZZ76xS@)aO=44t(p=F{MH&l2-c)BCnm(!g8E39&
z9VG@}s9hwMBzOQ)NJ<+hT^$)IR!O!(<NbMunh3x6TRO^7A%irMl&gBmg#k`66y>)Z
zp@gsu+oz>qOqrsOl1QO__);u@>b@WG15DCk3U5RLzLa-;`OeA;LLosxxA0_M!@_E%
z466s1<0FzsB{Z0!k$udx4P5lI3fn}gg6@j6Nxq7~;{1vzL(v3|1w-EyNbzlphxXM>
zoaB^0$Romgu3GZ0RzMx#5X~GWK0ZMSC~7WD=8H2g4So<ZIWh^#3XOUm7U?ssH>&|r
za54b_x<Y9vgW3R+lnFL6AHE%O+SL0XBcK&68W5mJ=_)yM*Z>xyOP6E}?}rirj)P6+
zilFR5uJ^J(Z1CC1A27-Tp#vlK{;G!&La&iCEIlb{L?lxX_BZ94B=`V|L^+8SWHn@=
zH{_zJz%-I*yb<YgcC4pbRaUeCSUVW;@h4!WRn--7UH9l&2$&$)aNhx$6Wn9_&Cim$
zS}!~8Zsw&uQ_oulQAce3KGC5v!N9YlXaIyl$OLVu#xZDzFf?Z|XYy0{kPp~{TQJV1
z(es3Kw<-NyCC%rwBJz)R-A@^OKki^{07o!~+)t%_t?m3audwZgm_{$NE<f4OJkWaG
zt$F-=E_+LG&>ZjulgXDlckAHarlca6>1w8G&)9_eMI7a<T2v$`!Rf;7!gl<g9J`BL
zkI9(Kb8pr+OfXZLom<nh{;#E_(pDNo=RONdkoU5lRDCAy`TTVAl_|I@Z1fT|q~NrP
z9K8@rb0L9S{fy^PE!O_>Q8eY>a{(+5X0eCJI4&>t9cProiD5IuSH==MZEua9U^Nzx
zT3WDS13ydnre+WEjdNGt1KWvlqu;F~nNu(IBZDt{s!2)}?-(j+l0Fhd$}&vK2Q{u=
zuAp%{jx=nfa3+(+l@V>gqTdrclrm6AVqi8oSQ<AZu7KB_nU6Phz(V8DR8tR-Mm|{V
zJdnvUYf3I@kZYidn9W(nbyszo?92C;_H*}M3F~q<p86NM^SYcKCcjz3FaGR_cR$}~
zpNrq$VsQFhZ%=OeUR*7n_ud?M7{B~porZ5u9l##$u#LO1DU6?C2+GRi;Thy#_w9O)
z0J8YY_PX|Y@8gbjo%sEUw!@mw<x0e~k=OatuztpLm+!wro>7p2(UO<@LHb|)MaT+Q
zi-(!bfeoU?;~+ivPnJ8Gp&E~_@qbzxVp{rm8XSxi-GsQre{c89-5lm$R1L$IrH|xQ
zmThXVF9uhH1RgLb?^pB$>M`0@R6i;7mer5$9WpmJlVp9vx<V44*LxQ=uiHp|<wAbu
zHH9`p!bBvQX;Lztv}iM3Gd*3=Vlm)}osU;5^3H@hIJwGM8UbQSu3-(4fTPCtjcKM@
z=BHXQE8=_}_I|S!A*E8O!NH;$MTLbQZ4i1PjfjFlv5|S8`It20xvWh}iM|)xh{f4=
z+x!KJ@OPDI0_{O$BE>`@0YD_oPz9%o5{Kp{13I?F(oYhuUsb`>qC=z9W5gxz%gSda
zCi%V!Y+<-%D>1NXC@K{=BF`fSVt|2&#e4{c%q-QQj?%~hwSl6=c3doo1^WJf0Gte7
zpunM}6s@@<RWeo~?>v!$y*nP?L{9{uNuD*t%k<qgW(qeGwB!;Dc{mDuOMk&u5Jbw#
z!mF8z8WiXj23XOcA?A`JDN|>uP*?miKj&Rjtx#t(r8#I?Wkl%94ir+m&OdS;h+^zR
zL6Bp(G=hIr%%e<!8vCeOuUdUhS4AIJ*|wTGEx%3jYNre6XQOfe^kaBhNvtLI4VQho
z7)?OWmHF5MvFet~+V+O!jSvS{YBc!Fk=XAOQE^p2=Qg}>0|W9fUT`~?UVwk`KlZVR
z{$q{TPfXq-?}ZH_^c4}^jH+=6MtFi{-Dt<Ot+486aUDaa;ufcd+6NoI@%}Fd4y~5@
z+&Eoh=#TZYxedRpGMj8hm9vvX7F2V;LO;%Cu$})>Ihjamwk~P0h@`+7Z`Lzy&ekqb
zu2vt?E*<u^oXwptkDf38s*tKr@F};WREpdXnZlA=uz^~)T7aWgk=nRMzWS3hId7L0
zho&4*_;<?l4~9XnAKV%%#j-&}p(@QR#?1@0*^N~PRL4|!3m+oBcm#PH7g!bOcoeh0
z%E<m|XFb__8aUzjcd)`{d|K<*+<Un%zpDS&@Lc)6Tb$=+JAHQ5h0vq*<K}YvzhAYt
z=jWN;J`OMY>9ZNu=y~7%wZB{WT3Yrbue1z%8pug&(be8iR@-kf6iBPfY5I&v0$L$_
zS&fYYZLJd>AYCFNPxU)bj!sdoA44rgYy23^)Uu_wci%Bxo^0aX!N5?XjS`iU`LUG+
zB$_#>J^6p}g(_9_bCsW@^mwBg-Sk4#_3AGEMx^TfNB>5>Oal3FE2iEkXf9u#mX0(y
zI1menkd;}XO*;-b#nXvGi8K_ylqsgPl*t!PYC5LkW7`W)b1dZ&IWVeDW873dRJ}_V
z{2C^G-16_TW=lyKSB(re-CWGiYdBsVr}4Ul#jpC~8&*4+{vqn%ZQwU`B!2?FIt^N1
zEW_#a{aXc}pNm#uPQI`NrWQH`3V%^MQUZ#GPqYO_SVCO<;R2+1zCO;|od}S=vCz%n
z-k`X_e^+!CUYDGc?`g!1Bp*$W#ym3c0(`c&w5{*W;q|EZh>=hyz~_0sQ~&*D<{MA1
zj_0tb_=Ay^T97~xa~l9!Fo^20ZJ}{=8NO5G78cX|p$|ub98dc{yidy@t$k?{k(O8D
zbU!3<R(1@LKWKHh_851l+Erm0-PiI|#ZC>>K-J5Jk>tPmEZGIvC8riu&zky=pC9mZ
zj7}ky)AthN(o@4?WS)qEWuUkLwGH&EW&QSq#NZFkKI&Rrei706ha0EAd}IsUIswhS
z4sV(zG=rS}Kd^ux$(SPR*Sc!Iz1K88s|hkVsp<Kn?^QGE(>&^eprU>e81ieLjC+x`
z&Jx$|oTzo{th-0J{34)WPSBzWnp%KM;pHFA#*dOsy#l{4VI#jl{BC|gEHf8SFjyZP
z+Qzf$;o-2g@v`-PHNwBy{NZm-QQj%}v+MMbwNIIUr{mML-$~C>FD&Mj;vXb4$hW=z
zaxzTCn0gK8alN0zn0n=DuRvD@if4}EY(b45Ied2SEM~k0TOB^jqh5xMZ$Bo0?4NB+
z-G{|b*PLvhI~H42x`l)<ul`(Sw8V<`TAm)o(J7r^{8G8i$ql}W*dR>t8)bTqSGj|H
zqeOx`S$sLXm<MV~oKiqG_=E(7mpThN&AVzW%Nq*HT1uz>R<Lp03Sm!Dp;<o06WIDE
z4e#^n)1Wa{p$?k~ATZXGJpBaZG+69`kgFJ~_+%8O;(1*lLMGaxjHW~jbC39K<)LFQ
z_=u<PFWIyHnUgt`^S|$5Xdjq(l?1=Xzo2|uaNu73DObfk{XGS@@!i*(C!91zCMAtv
zUoc}-dsp!Tz~9x5w$cxnU==3!PUk|Qk4x}pm<h}5ap2F8b5!=A(JvSOshAl@IpH7X
zY>4keE;cr$r)!`5kzc-T-8Ug?Uz<nu2JBgHZovO)L+=a547GiCHd<}B#8u!4)%nNm
zX%tKxfOL?!-&=~DA50h0z&HXaSsHY?J_2KzUYbi5RNun9K&&3ZR~^af)8auDwBPah
zF}tV_7lbFsBIXPDfqgNc(@gQ5Q8W=ESi}>}$lvo6(5^?#ix@H%%BCbdhLA0Iw9_N#
zo~R~eIvZX}-4i^9Tsi*`C6b#DwLtOGIMfgBQ=Z|xbLm}>_PEz_m%7ZGA-1|O)&X3C
z9wQ=_!qbFrB^rk~uNf@pBaboRA4ib}y`xU6kx)!KfBx#FlpFGApk%^9w;(dW<kX92
zZYSC6p#JMGH0xrh>LzV)t*rOTlRZN5W@^zzKewgDkj<u7ea(M)p<(x|OY^r^LC>{;
z`9ap7e>^$e);`bEclSBehr<6Y`S_N5I0Jz)2eAIT^$?C#jO>=X#pxSO6;~~sR-*g)
zRejbtzP+q}W`?FcYsqXA$_G_$24Re9rO_Wh4Mp#9b8Vw|QzOn{tlx?Ld{yOTuJ}SE
z9wY&ijDHP5d671Ihs6{X8BC|?#D%zGB5z-$8G!K+P$6=&(=gR?e5`^;gs`nh{jq<K
zK<%mxiDuq+9!1hs(&oV_scPRj(#DgLBOwNrEeH^7zU2}qQGDJ0Mh38kV*)~<ezP>T
zXXPYl1CTbOO^O|oSxO$>-gRpC^6gQ8a$$%4DW;F)P>`n=SJ;yOz)Dn>Dlbz~VO9+t
z3Jop~eTzu^^)XA={7@_VGFSBt_c+~E#kQlA1C@zTEwqK*-lqj`E~)5zjN5geyyI%F
zv!DU_5Jgi!A_x`06~a)qi8X%9fbe}}H(q2!vH>`@m7K7h5S*=>Um~b$o<1!t9Qwbr
zOFoa!OC3nNbhM1;hwvUZ%ZnY3A#M((a%HuDD%hGUq40df2~D?wa^E;GAdwahMP#gi
zp+rDHWng{HLj)1_0Eo5`pbJz|jQ)>hnO&a$nx+j6ac_&b0DV{X>}v?%8XBd8gCQ8R
zBclYfL&N2N3qLi$pm;$BfO#3fPy%G;0S5~9^hK{e+#!hk6%i|w+1x+9gY~0rKsg?Y
zDs_Xv<0Os~TYhE8>YB&N<;`K@xtMcZ<HcoCNy}tR_?R*>u5MP0G9VrrQ#dG-WT)m?
z9!VAbii-Ub5=xz|h@GY`ZAoKFu!TD&K2#by#9)e&6w5Bdn-6rBPo<}S$48G6eZLK`
z)sxSRC15NHAGfh%3H=qmia#rza>P!PGhEi_=}MB(zr&>yg`*{sL;T))crKHh*NQi-
zJ$xdzkgHINEGe<<;$0{{vLtQr2m0?)A)#TaG<H~NukZ#B$Ul{}qm7HCYP0dL=gAzp
z-P#`Q+T-2#8$QT(I7@9NLQC^VG&i|M3i7~WNB72YhvfCCe^#r@*DrMEesC-LNi-?>
zrGx(tRBF%p7Uk0|y)5vje!kyaom_C79!b!Cc3Kvjp%@8qLNlSULE9$WV!F7$X1Kf_
zg`)t&`gGqELuh#g5ja&(c_$fW1$lWHc^esdGDflt323P4Ho`NVEddORgcQ;a(<(PH
z(<&0Z4c?C!n*m00@fr}3QxlWp0caTo4X7y#u%c(s<j7v=s{NBLgU2i&rb5Q4gE12a
z?@6y1EPX!{8*3fZ*!-=07F^+OL4HAvZOt_QcCeg|7VjoN+ISeZ9MaHc7M|7(&b5T-
zIvYAJ|CPeehk~U{G=`#sGZ_rQnsfk`Fs@(qvA@AB&P<_bU=$9(Hn<#W;LHYG=Wk)7
zT<5R#$0`c3`)fm!Vi#$JvPv_ruY1hFP8=Ex*5m}d#f&DqR*&<pkn7SMw3WV>Ql&KO
zQ&JcnrrBM>>!&rH^j`i!4U|GS#*^Q2DlpAUdPWIn?zpptN;mn)nj0*Dr;KJ*jArBL
zagAm*kDbw~XpXb!+ul|d4G=6yB}(T<=F<S)q^R{1NlkFu&`f0Fm(+ss@r{0la=*b3
z`x%L1Rh;tX$V6^GWtW={+O8~tpGj%u$xnxqJPZse1*((aC;#dz-ad`pB9g1m!T<gf
zh=MKY94R9Q#m7f>#!+S;+zh{LoVyGomcU1+2XoO4evG;dBV{M{{G6gKfW)*SB_SC~
zCglv|glK}5&*d2f)?z5+2qt#SmdK#WG%}LVpuT!kLAwCF$-K!cI%K#6KH^cyzG_m6
zW6B3}1x|%-hg%efVT*fmZ<~kJssd2#Q7gRjcTppz8EGQ6y^QQ41qh|$he87SW?=oJ
zG3{cu21DNPzKDR2)alJCcov!%+h7@2E-%%qu3$)HaGwU!%^PGzN!8YVhSyHITMU?F
zPF2ar%pDfZ)6pWIi$sZ;2W0KB00X>;Nz0VJQSAmT@{E7g;%Om^Z7W@(;=CO+K29Dg
z^-F7U((RG&^ECXij19fS&xKB8_^J50Yu{LJ%?`<XlM9Hvc{Q(f%~{;Akr>f<P+82K
zfKS7K_wE}`b;m4*N3eqWtD#=lU~VZ>kMyE|!%df?AnV?!fr9dI3j9ay=$+0hDB%J`
z?eki@9`JNHv63>`i?|h=b5`L=%)Za^|5rEnKE+`4gxX_bFnd*e!FuX;wDHoEcG3Fd
zMc=RKZs&4ggJ-6WeGg-oOKWt)e{kH_(10InbvvWR&aWDehxR@F+T$2uA{VHHY*hUI
zty|v0{pMcM4`j8Vqy6i!0WrpJ(<YZ>?B^<Wj_47iH~T)94_lO6D2_nF9ci@M8`H-v
z+)T=cw-Cn3>6kY=Q&Cq3RkSEOX=?5KZYu5uj+S?t*2}P|DeHX<2X>V%XZO4Q=GVOL
z`kTFzvfg%=?Syk9`1LdA%Oh+updCJuw;Ax*>BISYv`&hM6^A))`oj_sd;E2`c2B^?
zh`0?LF^-6PA8>*;p7#G$8F#^6tT_$ghj%6Shz0&%n)PP8>(i~vsIiFG!_!<YwvUG>
zkFb~Pm(#6%*zk63JFF$^U+LLdGoeb_%q~Ja7gWs^*V#roMjAkVJ1_wr`A_p`hyjri
zgB7%py`Tcv0S1_-1-&AWJ!xn6_mXno=xY8WH9;*856x~`s??+))?otB7SOQa_pBu1
z5^@uqyxXyz`&&6@x5q+a<B7DYnrXqVSgK(sU|Jrd5I!Jd0_q6%<Y4^J%DM%y(~J0&
z<EXWlMbs`A3~}Z4M}kYxPX1{tOt&O_Ni0c4@*himpY#i(<1r{5q>lK(;Lb$a{r3=I
zlS!LYmAqTQpm`92`hsc$z@iUS$QOQ-$`x0b2_OPU0UOcHXM=;CWVOHiNzddRmQ%ss
z!Eh@u`joFB)Qp8e#0h>$#BgDrS2y^QD6vZj-<p}s@s<rj4u%!Xa6o=mN;Os@Jwce^
zCaDJ$77i#$MQIkcGvXE%PzN}4Qp@zKmTY!a>OM=!BP%c279>9zC7MM-tgkOdy}MGT
zOyUIz)q+o5zCx%}lTf2JP3y3D0o^M{VcF(W>(G%9LEO5#Z2&n=gbMjoi{meq<?M`i
zm{Xt+HvaPKYKcOInJw5>MyXbBQ!P2PEY4Y`_1Gr^8%VEZ?{uwq-oAfPHac~!brV|r
z!80my5WB9Q?OV=zX2P%)L8NSX++W!=*qk+q`yZ1YWtnhH-Wi9uxK7xWX%jVyJt)=J
z)4iU2X|N*qDrLQdsRMysCFN)pOyJ!|>^lFcrl8@Xt6J8#^13-Huo9v4VO~mGX1!<K
zN_GA>d)yULl6C#4ApFi=<ISIO*U5CvYtLwB`em-~c4W$b?wL+}&Ym1PYef})C+B~O
zOk32U-wQ7{v$rT<ZBl)sSq@}RekN5!`$Yzc0HlD})HhMuje}_OCGaC#`vIgCQqc<q
zB`X(S{VbZ*G;O0R1>Otj4xc&y*r4Bo#^%*mjjHp`pm8TvW-0zYm0$c>Y-{y<!R4qj
z4Cgjic?xE?o;>LJgX?bj-Sgh@&u_Q!q~D^AKeGiCb?$!%80@60Id}Z$%e8#J{i`6s
zdQ@z=`!+>11yNh}WOF_rBARl3w()egwlClj*V9&WKOsN4oSXgk%rb)FyANxlRm|Dy
z_2059v(`NwkKN&4B=izgqhe-ic-q#K6~A<XEkCW$Y=MchFxY<FXB@DTSWlB$C?Aw6
zThYg^+7Duu`cr^`_M`+rH(`Zu3aFolk%Ib~5_#Y7#i4)dHbO>4aD)r=2sLVwG;N0x
z$&>Xs=EWjyKcnCqmW8xkhO|+?pjHIh%qf(!kmWGywxY2@HA5PXw>`;%3i6cs1__0}
zQS`26b@d9K$$R~|%<i&2&Y9*XHAaEYAnJ0`IBFanPP~1r&)2hHK8+#wq~YQQl&_wf
z4`qjt7Jq-wD}nc=J$f6Lw+&h1-!or-M?Ic@;COk=S`YZI`yr#z2Nn%5Q@QgCaDZ>-
z3L{362$=u&h4@?Q$AjUL03*F8QW^xA3+9)02ZE!+o%SAj-$GtThxdAO#8F_|)7EzZ
zJ_HC9k0ai{7rXNokcXp}qt(NdeK)7$KTp%Hvpf08xc-qUzh=_T%3NDcacn|;a_o<P
zge6=9xBt__4H*2-gd&}lMmLd;I4dF$L4$;ZzXj%tNznDl&+k%)tuF3q{D;MM3m&~h
zAB~bb7%vS@nF=e*j`{E#R<L7Wz2{=M1*zn`nKwAB=w4EKM5H$nf;xE}F251Pu0yiy
za$of~2kW3pYdD1?F5g-)rp(j=b!PDYa8eh@E*0HGE7Y}a+D7LU9n0D-RlOvrY<{0w
zpI9C5wbqVVIu|s&8#{N=A24i!4w<`Fj3oB-d}t8Ic|c*=>2S|g#uJ;-n{oi!<%rFh
z{@+_i$Ioq@%}3qi={~C_lyc7@XH<~WLm9LNLd2&kGQp}td}HDI$Y9g@`n6Y&?7{bb
ztB&+NqFC*255{3kmH8lg2{MMPz^1mT5*-sxU+%_ucR@-#iH;fWrs>wbqC)p)vyYDb
zh$>D$yY2f?5`Pc7?a3nSUeS(=Z+nl^8T*j|nU7mrH?Ob48>_-@9?q*d>x7OdL7A&p
zD{K4O`}~`^Z@N4DE?#6d8wpbb4kh9BZ!m|VYEVa8@u*jYy1Iy82DdhnV9T)DieG;&
z_rrravTG-zOLqz@*VfE3)svF5zgbLwQ2wPXKOrwaq1<H6P-4MQW|dsbR8q{aVyXZH
zJVdaQC2o)Xn#7n(OiTHeg*!$gOvlD1%EQA!$HOOznw*^ePcd7RkMF<XT#Jt%ls_mc
ze^8c>PEd+%9@gh*uu7S-X*zaejFYQV{bF7`!Q7BKhGDAe)D|ES*(Z=VdXH#fPX$RR
zZYPqaOj^`udG3(84{iC8Q#M_?CnydPqtINa@VPl;e79ma_=wEf_uS3oo1n5W=y>5i
zd;9P8v;WcOGtxHx;gK`1suAAmB~$?^&r{+$mD)nos}Lvcn6@y;O7YDv>>K*Tyk8b}
zdYCSRgteiZvmRjwJ$WzVenOpwwNuZiA2$jAHPkNKUUxmzUyV1zwlS!eq#@#7JLR~r
za&ez0*#pcJk;QTBYi?t)gzG22*!Q<i(FxKn7fU}PFg&|-2|k7>yd+$ME&|tAP5Bz~
zkD*|33xnGr3!@NVxrO2Ncn9NH`@e4igVSCqS0K}pRvF?}vq}dxTZfZl2VHUpM&5OK
z`<~o|uYA3?il)zLKjJ4pQDqzpaq_z6I-Z5&laYEqbKc$OK@P<QmOQM=@8?zTFAIK^
z^xuVq)c9az??0cE`BX9rDZSVK-hI1V^NFRo<kAw2#5$e-_gkgdIDY+5Z;j9qaOqqa
zGjBf^5Oow8!OscRxH2X7pOJ)1w`o#P7vZMZNDXImHSm9@m#Su%m61u2`AiF?WnCF#
z&H*<eq8m6{7%Sp3QLeNF?r8yiw2^TysIpMnIH}kei9RetfGK`ZKxAlO02F^DI<!H}
zb*E6q*@;`-CMFOcCyAdPtSKQQGt$5OD6f{xHSsq3LmWXFKD@pVT3FObzhm$@R+`ae
z!ZK81OaVU>0p??MtyJvpSjn&9KK`Qe<lWfQZwAF0ShC|o3AJg-$~ITn`KdZKL*V#X
zrM`thZ#Bj4Ore2l+&Sm&p_WKqN`RgiVXtUO{>R(K*dxr*gOO4%ba_!yOVk#zgx6Uk
zx;&R|<DkOTOiz|QD^5246T1(Tjy@rtsp7^+H)2=KP{B=sEUuZ2LoDZ)WepF}QhAK<
z#k~X_6T=b1jWsKh_}E;(IFe`LsD!#<!HaaZAo`0m`6Y;Dz{bZyQ@xmroAw=z2<=;(
z7wJq6qI?AGXb7}FV-m^23pB$id65nj0}ud72L9K>iHYEyrV;>Y#$-GAP)4jxf=!}e
z{lPq(<%l*m(B*)Q6jVY|V#s-W=OHrlL0-2@m6}s?1oKmaR2ql6eU#>3C8$9W_CmST
z{11d6FTrx75&Ae0f_8-jY3DTlH<)t$faRE*JgMRA`GwzjYR8sL%;}eAKQNVBsyLR5
zn@)287(@$vLnr?WsLA!RUBxQWd|YJ;bj5*i5HlL1UhY(NJz#O>#tz4rUJkJv@qS}6
zyAHK8qW?zvYd@^PtAPC+obFMd;gOi(0ZpM8+d{Y7QN7#@r3@y)$7z9toK2dj;d6BX
zlsSVke7e{tBT%iimr)$!ITMCPS3mY$-=n<*2E7G-gl{E;frrEap#Y3fbc}E`jPMA6
zY$!mk@139^tspNgGdnFaWk$bgk^>4pJ~i<he2!R&M=&vRR6JIMOw@o(VZA(a08|nV
z#gay$!Nkl64`mCcoA1Y8=>wWegidk3>lb(@3;jtH`4upW7t|&X)_9xv>5_PAqmsJT
zo#+)+2Mvt9j}~t!F!}@d5TrDYabn~M<OXf*che(Emaf^KyID|zwEqP;8E$8i{#Pp7
z@>w7&X<G}CqvIasH_<__BsB}S4_4MNEeH-&2P#S?miS{x0jU6rG%by{8k&NUkQR;Y
z!&3Q{hGw#KtK^a_6Ph3>77BD|#m=f?w0qv%=y)~_8j-&vhtEY9LY{&^k9pG^egUQz
zCNP|vPx{cX>vAe#0SZUiN>|y?fdE!uX>kai9uOxVsLcmZ9)-$+XV8L>vA6fZaX*=b
zjMVyQA|t^y5<t!l^1=~5x}s<nSBy~$E;_bMe9eh0d@vXvY(_&HlbIBzY>Ld7>=X%P
z;u#o^bmAJgR;Z^7#z!AF4IP-r`Qn70m4lxg1g0f}0vf=QEU{2wMy@RU%pst%1wev;
z3wG)Hvh&8jkLIT!<Dl{A#Uj_sLT&j)S_~};JD>)dPh^$?MVJ0K0p@v7!^utTk3&M)
zE`Sc`7yt=?{G`#)K5@h@{DMjYMxbtip#s?YP){SG(2FqXon4I}lz39aN<aWSl<w;%
z;ff26>c2zR&NRAslsa^W7OYSUUK~jaS;X@uV2-Xw1q4n*%_JoIJdoq19-&Lj4)_h|
zQd_c_`mbD%5{bluYy`(ib+Ju>({UXys3Fs)4^E=eIVey_Q0T|^U$YVy04R!Fe;zTG
zObg`xCXFMypupkx4WjTOT)?+MOP4NPRfVbkX{%Zdumc`48|W5vGV(?B!PNY2Yn%q=
z2nH^CK^FD>7I~F-AR=;Pp7A_=4szt_)o;TdX0^pm*Mx4QL|_$FaQs$-&K$$CM;Ond
z_$A{&aD2pNNZuW#=y5LOju3M2ly_IYMsdt^C!UydvLO6?GaJ&(l#zFwbpx-$_(JV1
zvI{>h8aM-8iomV`Cm(NhePZc&JWuf)?p#}T6IR7^Qg3*|$T?+SQx5$ZVAfh=Aj8*S
zzb;e<&+<5|F$~s2$QH*CR_=`fQx3==7}Dj})rP`ZTSvN>Fn()UkM?az?Ay|dirogI
zD(;4uat}xlgVPBQg<7M}{2}qeOIa)rb8%36o1d}|)MIptM8fucIt_r;G_XY<H<XlL
zHT{vYe0+6T!^_F`WI3$=M2WC2XW8w1q9?(T>gjfpsn`4Ont-G6<8PnV-p>2N7>TZ{
z_3jM#&4yBd@BOfN_x%-Ofj+APZ9F``_kcZ)uLt<P{4y4AyDsx_e1ZK^>h-$aXPP$l
za(aF7$(Y{g_Ix_KE;AB$xhWxxaG+jxaX$Z<Wk~qGHI9<<d|h-&Y<0D%vC%=_b}xNo
zZgyp$pz@{XY7G|M)z3Pr>eg?P=8`|ht(vs?5rqwvIKE#ILn`tZ5f+7PJ@s65ZOkDa
zGAAq$lD~v}A#LVo<!kS4=T_PLZWyIPv7ygf#oNwa&cM*h*G~&&E&nYYo`XgTy2OB9
zuGw1!xoy?NV$Na|(hB+`YyvklOg-za5&Saep~`C-{zxkZD1`l3q>**8_$MFhSDY(5
z=79W{kaTtM+eai4DUPXuAtdxM^=KZ^*AUHAny_)wfmkwAZ=AQLq8i8QV4@&Z#mHbp
z3BsH&t_(WjP8XVfY^^%;io=zM!bUznoDcm;jzA(7LR~Gj3@c={&E^UNxV~WF=E5YA
zLzsa6iF=in?c~b2TDf(D|I1h6b)zsE^nH&(*?|N~5SgT+S(W@Q4it?23Peyrx_Pxp
zrMDy4;{=tca!P`$5eOOaF&9lui+0vGsp1lpteO2Z5vG)~da~S47@x8vKb2~y4eVmu
z_|J?fB8%G;TV`jziz_yu(5Q&1;2%3yMo@k$89uD$+8nm%o4h+!wHlCjpYwFM`XlmO
zOlLWf^<(|>=62IZ($Z5_#cv^5q?TDRd-Rq^ok}JTVSacM5X#HWD|73sYWnoBfi^$O
zLkQld-~Y$eb;ncn|9|7+n)lkfd(F)FAe(z_ijv68j-oP>&2_D-q7af5GLxB^Ju@=1
z_a=M0xbFR(zJLDy=#Q>PH}~9g-tYHwyq-@5tB=98vJQo+u66%y_`2c?-?#ly$sIg1
zRhBb5oi#kIYjv@OIA0arJ2y$&5mp*EZ<w|A%_&}Vf45@za2|b`7F1;(P$YF`oFfhd
zL*CMxdhCc1W0^i@%G(jwpEFJH&J?;vdUU<?O*8j!?+SE%`|R%9XTM)^=*iLva8i7X
z3F_&}aMbuTH)J<a!|%$;I9BEH_D)e{htRE|cWGPh`63;KG-9z=tlfd!M#TKEBq^JG
zsZ2v|tM9bp!#W8Z5xIg7J}dm3<t?e~GVZ+Ny3Bk^+1mwr@-Q@8;K5Yf_dUJgv;3#z
zMxz?uW4aZdGJ53-=KtB5>gNi1=LzLKWcu-}caHsAka<eG-z6j2_>ay*);qfsB2v}`
z13`6Ji>K8UN^`gO>15_PU(`2OU4<3mA^8|Y3OC`Y-L}rVkFdQdZ<NQ;{PL<2wdMYA
zx8NrmLovm3tdXhr&&O}LNgzfI%krfHs^wqjN%~EHCSv?={arlE-T16`E0PIr#`zK^
z`4Xo2;-<Mb(0}>eUpDey*_sc`FQ-L>{(f9n_>ldLrIEc3V}DqAq;*mCOf)le7g*^>
zT#TzY#>52``vq_33>Uaa3T=5+ScorD=p|~?6pm|ZxafBOre+HOQX<hOh|y=AY_$9w
zl;MwNqnM%p6_bAt*_0LaFYYBy^_RaVossiJ_rKllvfbV{Hr@B9Z4&%*#I}83&;Pw7
zIe~DmO$4}Rz+MJEX*iAP8Bm%D*t>T=H*?z^6}%ZX#|PWxzH%h257NE7zzub<0=DO>
zhU@LGe^ByG+xKs-Hz_IHzrZwS5EIHa0^m@uSdEs>{V#LpHLob}_}Nxe8scP-8bf$}
z*xh_f{CZ+-jqua+WWn^q_4(Ke|4kxw+(e=S;iuQh7uHXNV0`y^2LgvagD9!aC|xYI
zt@}7fE=-PJjjX@l_%-t~rqT-bykW%DC#!zTD&XRCQoM7@+j}zdb}y-;JrpcH)>x%e
zqwg?^Nd6|{xJQ@h+{Q5e38^!>dTU}G?I&-spZRA|etJ`R+|0e9a8dKsQcqI$!{W}t
z%A~ZH5=t|~*sQI(lC9&p+pIrbCC)}4ZxuJsPPpeb$8}@!w!`}6A}wCV&vLlrc?PgO
zLaGr3KkZ-v_aaUvfaV$#BVv!bA2gxZtRj*FQg79hM+-Z}k!vv-y{Rh9asj>c2roul
z$TcJfm(_USV%eG~dz0CWg3ROV*Ud+!J;!so5+_N`qZFX*t*RxC6y)<f%8sj<=^Of0
zsIsps?c9qnMa1;f>9E)NFX_22ds`RJOU{ok@HP@B1gG;w)&T9MS*5eFCh_JO#Nid`
zM;qAeS%22<0!grZ!|}gdCmknz)YK_O_lTI2-yQ^Lc)5jaQuujrIvlY8dyJhMjwo$G
zhz$~eA0FpU4Zh#G#18$&B%mhcUi%DIE4^cMyY)OM=*D$>-zKc9WRLA<SutVOabfDs
zytHKiP-&b#J?-PU-SXy5>k6ZWA+g8PK=%dR1uN9V*}!;zKdr{;Z55NXeys=-1qH3b
zXBRzZJJ@g<ORH}J<1eeH#LI=pu}qfgcb;db^Rp*;=oKFJ{Cy*Aes+>p`F*GI`}fM<
z(WB8P2`4fE7I!>Fz?huy)edY&_++@RWnh~4t#J<L9~~C`vhSu`WX<)pf6&`YZl4OK
zj}xt{6^{rfTGUx_^O+zwNSP=wT2YHwPo!Z%DJu2@yd`zN?=Ujh!6<KStsjYNAqHYH
z=R#_F4>H(QAHRoL0NqlUEx(qUKcfN9wi?e@(hxx>0sFrKAOwCldDJG;!Jiok_uZGz
z8_rLpu>e3XIwajmSt=P{!BR}%Z}0UFkCXfkQyNt%tt-lJE)K>ARl;g~&g8GE9jWUx
ztUgfeTyo|Wci*2{unIEeBuxF0P`rP<Sl8t3Lt``GTf=#JS9xH2;xvX6!FD9_iks;%
zs%+qO@(C+pv7Bu72_2&LXayH$spgBtSmL#6!rr<?B+W7<%`utICYa8Rj?PMsJ^tWY
z>*UsuG8`xX!D-B_Rh;#iq%Xp5$-aL4bh~bH4poRc7+GA5$Z9=qCmp0aSCO6#u&)j9
zt34hvoN3Bhk3dI$ZrbW8IV!IXZHi2*-WvUR6n>=cs`g%0S}Tr8qIxoW6DUe43>m5e
z;$U{jjFD_Wk}k*$?2ji~q+pl^Li@t<QA3(hrdJeik(%@br~xi)5-K38t)WXGy`&gc
zB*1y`JiTmWLG)%Ipmc&p{Q$zY3=0?J34a6~h0{>CLUiHbm8h~e;m|uku51+Z8-TP9
zC_q64-entQXaC8LL$*k9{{+x65bYV&sqo)_eo}=Rg0Jbp=JW$?h6&FSZ-CS-T}RdE
zK@XrrJY{s*!&LvtPDdL+!=dZz%w%@1_q~L{Bs{Y$Bnlu4u*fFYrmqmV15)VmSh#!>
z7QYlML?Bv&kcYwmyWIt8bR*!Sd!@1n^qfhuyXqlTk>6So$u0k8=ayk!B^Rt8c41&N
zl1z;rd;%FsmeJF<sN|;=g?DVi!T}zggk;^u@ET%QEqR{+wWp(&jT^!fAGW_m!9l!}
zn_E$teY{o=rGN9ZI;q2dxAL&;pujZ|#7|p~FyY;sARclaO%N#3CTfMxfq^%76Q=pr
zm!1J^nL~vOQ&4vR5ukYwFfOaDE_#`FR!gG~9)@E@LP1n0ScHVlQoHHVg~$z?-G0+o
zSPof9a+tgx6<%!s99MTh`nxTbCm3u9BnA`fQZB==7UYy4^ADE`8_P7+2bT5Bhe%o(
ze^8<q55l>uK^R!88X0}>dK@pH-Oa)U<)T_C!$U%Cho+K|(0|o9Ek_Jx=D;~Aa1M{&
zKY{=>%E}p}gbGY(LCT@Qnk4iLOgBQQc$MYlmF4-Bg=Cb4lmj~v;gs!dnIya-Qd~Gv
zFI6Z3dP6+>FwBtc=LjK$834UVGNA7#7M$3JFuUes#D#m?Jcxw9#ZpjWF;dI0lm?Tz
zN)+(jj1XGP#|X$?7;t~Fa@-ILD1=@RQIUwkXH7>$HG#H7Ta8EbU>9EU2hdR~n&euv
z`2*-J5;bjy#Sow!CL9^72$p34(@-3Q*-=Caf!`u+l>lh<6m14zFR~?ed!8Xg*{Fl@
zQxbFx)L6K~g{(XUS;lm2Jn3l+-Gm8|(EoUgjJ*ZiP>+DNxbDn6hea_Of37YnG!op}
zA){W#%}X`17y(3=gVc><pz5oFP?K<^afu+1O;*6p-l=a#{}2qyj>S@>02dRGM-Lzn
zK7fVRWz{@TBvWII;#Y^y0*Dv{VCL`g-0cf3;GyBe2`NdANLYe;h>d5WI(YRYga-Ck
zFzp?E`{Fw}zjv}85tAguKO`mTp)9Nn1M87-;hyq5Cz>?gPzuIwJ2GT#4t1yy_-Xh-
zZkyc&0|6-tmb%HYgjO2bu3%u<W3wMZ#LhqY7R2t&rWb`mlC;8!C0fJX4v*BhI+>nB
zajfmmj~@kJI$TlQaCQJvtR=BlBD&n0cxNMGwM*CyYD9~l-_h9(Z%=bk^ZRfj#P>r;
zhV!lQ?}TMoFmG^(8|u!+I6*r9ckt-_i$Qq|<~jj(YN+Cd6UsgKlhgWj?}8r1hQQ|j
z!+gzG68NRzU+4H=!HHb=XRzS;4@mlEEX6sx>I?AyT;m8sh#{b_;)3lZuB`XpJ+lUD
zU=Q?(Mb_d-nRKw_WfEdWEgvJWoZ0P0r&7sBLsqd;R{OJKrmuV}uBYZS<lgHy`1`N#
zb#_8Z_6a8!Uz`2be(%pWV0V?|@Ys23Lp+daf&wzgA=X#NSEa!|kS)0Nb>H;_;c~IR
zImnkH1=d7Z9Pk0`#=CP9O@S*BHjQ4_?UtYR9{Zi`QV-7h?X6mF+-vamztEaS>?k(6
z0ulngd_DqQ{W+tn@GPacA8-~6wBIHpO}uD)qJV^l$b`JwEOkGLdxV*<Xqd0CGE;9S
zwIVfvBt(S>ScOZRCaiifJHKXfs#f@ua%=?Puv8czPd<DBhl#}ZGkf37<pzf{m#C4%
z-Jqy~ROMV`DbhxV7fX#<ILWczWFJy6BtAwmfvmjLm#g5g5S7&_W4}ixC0cbNPET%i
z<a7g(z5S4vKt4EH5L&?{KG2-`7A}N~EqvQ!d`F6TS^we=A?&WIX5L-iKm7F1;=51S
zXhgt2!MutyCLm&}P=3MtF<J7Ud!?EFJZ1Filwl%ebR_TK%HR$cf}!IO)7DrCp5h;-
zA_{1UWu8U|5h0+25G<N*7iJ77hDcmUj}8G&L5S73qR?YWKooqHHa$nwrodL~To@A5
z+8|yRVHVZ}4>JEf{J=l&^Ky^UfA1gxMP#CcCOVA2A49lZaT@oISPmc;XTq5DBZv~U
zk<(iv=XZZL?n>KY$r2D^NqG`KufwE+St4y#e+?)~*7xAvwU7PPagj=Lk^Zz*k))<7
z;|P24TVXuGr(w*aqVd4k`S5Q>#g8CnXLuv?pzV^z)Zsw<T6LR7|9jGyx+@OPv+*bU
zg*{f^@7NURrc2!YEKxqldb7PYrY<x`!FeQ&&*K(?o(i^p9M5tTzkd8N|Hle3qDAkx
zod5c1yq$cHWU?chuGGm*_JEIBi)};C<SM654fLijL9bt@WzUL;%K{v-=hHUsZ%~X>
zxA3`7C@S`1U1K$vP79eOSgQ%Mc49G^?ilkJNdaj+j{l}={wFs3h5ndaKIe>-{_fwd
zGZ~G5Z%v~8L#Zz}@BTTRx*ep~+XV7MHF!x{E2hBb()d$#lMJTTlpZqw`1@_nJcZQn
z@=5-hquT7}wvOY@GuO4xH7-Y4WXo0WdzFGteK3}LFZKda73cV~Rtjl8h|@2G+2oP!
zdB=6<n{(Ei3zliM^#R+QKy~97D(LP;=hFI*ASAq(?za5-Bd7gaeaWKtK1)>Z-zwi1
zj=;yr0GK8bfh4pWy`GNy7Tum`juG*sOIiy>O+JpT5|wxn@MvUww6>hT&oHfgFmGGd
zRfsU;VyJFG^NocMbWOTU@%0<!VOWK=MCn+MOXVak1h2+TYt92r2+aKS0AQw$h>eQ6
z1b{Jladxy_Y&E9`Nc)4<lv@}*TS~bmw_(!m-|^2owHFN?K@o+RKB*6;Ybp;n0;>zL
z_5liM38>(LrM2>;iJOXh`mY;*{5WrXe7!$N8(b!d8_pQMe-?xCCc?FkOVGJpx%8~T
z-ZK*1U5GDXvv@QVTnS~u!0~njf5L$q5Gp)=f$8f&SY=+f*WC0$RW)o+P}HD)IxmM^
z9Qx#Ao)RRh%Te-EhKpywF$gISB~w!awj_8k5fkwQBaY|=<QGSp7f1RpdIS^D0i#G3
z!B8wPSeeLxGsKIH;f73tvg+6E@9*YX1EE&;`!GDQkbXIg<xAQc^~~huGs$&7{o@xx
zDEB3R;E<!(dU-OTKGsz=F9L^}){DX?egfS7{3aO=3D&$ncDmQ=`gm=kzW1e9;v5Kg
zZxZwoX4?=yWbIpAOmwYLbnN*qjOu%PqTDpK+iRAEJ&~ZSd>YCQ+p%pVT-#-VqbMNY
zReQZ<>b^ns{1=z25Mv~iWcc*Z>-?s)3V>&>$E+4MsIQynRSr6rhunq{(Ts$$u{Bs;
z6l!wm2=b=`@f+9>!T)N{kiM4~iBB8D2(jWL2!w8@w#H2fi>U!_GmFW~E*ubFTnZrc
z;EBnqbPd*g@&P{dCPHb-$0>XNL~}u!@j73S{N4!OZu0<3bO=eGQL>b+0p4+^Z8TxF
zql3os`P-iO0=cedv>u8MX#-5olD{~`4+S~9p5HC&5HMdsYvc&>=ikiF6UfgK%$>{{
z;o*6cjKRte0kh6X`OO&eVzvC?XC@XgMqiBz5`Yc4B%zPV*wH9LM*9X|+})0f%}usA
zT?Te`vR4UN=JJw4qY`klMb4Jv!xew(%s!^PT6JgPZj1rVK%T*K@+8D!E6npJW6`PU
z1%-0!ophqd3WV*SYxnn2*rmY+0@TU3qh|^e^!M+VKMTJ5f1QsY+k3cQmlU-sC(5;8
zkP2CtJ@fY7)?YVK$h`yUT`9r_E^OQ6SQ?8N^Qk)gviAWvo4u&FmclK=GNJ@<nU>hP
zmy5ugq=?GypbkzTs*?owKNEg^r3c=&!~L<#sr0#W*}X42jIB&f9!rl}RgGEeeQS=N
z_fn`?^R(kUK>)L=KSw5m>T=ILbqH(ot)gM=rjd~nF*J|a*p=m^+?{gvS9J%6<4W4w
zcdsHXydkm!Clk-N3)$QxIG*<I78tk{=zbG=FaBHFDZenD(c!s={a2G5X*B{WnFM2F
zi03hW3H}I_bgSVqsXzX06T-pABIyZ4Si53WW-rWE?-Vg~_l0BSJuqI428beh6Dcsz
zJVYr>06Ih^f9h_cpzLsYF`)FpEb0{BTHA}zOo@nNVQ7H>Cv+j$tQrY1R!yiP4v!hb
z^N?`xEH92KGckdO5tCoD?Lg%G{fQ@=1^OOd-qAqGFc1#aB-X|ANs-xT0#5T3ZJ6Y0
zk`P)j;`)s?g@X?Xeo;(`u^;^$r!i^?k0cijHv`%)%_!_V#?&UK!Qt>2s2P=-KM$~F
zlhQ&&Jv6{0xJ5K9^I>QL!uB{UOL&}UmSji^Nat&Tu*d~Vj;7Gu<{uLz4Hx+r(D=l^
z1u|`4oTpoKYqTKE5#RX@Pm#!LS!ni$P&R<*fD+(Y*BS}(TH$yebD>a5K1t{B6cifI
zL$hIH)~4QXw+K_$=kF@B)p!bzfX!Y5A76bK@tp@c$xXjZwTv-z73!wK(yMns+BP-g
z<n{O?pJYQnLMh|;sT>$0Dm3Gi)pB&9!Ye>wbQU1ICh5`|BRAV+QVe6HG{tF+v?vO~
z@x7A#&|V~Z#3u8IxqwX7rRhWD#@EBMVfUa)F?4U={T|RRQ96W&L0gih&Fmo_Y0v}*
z!rd_j%Hm=9Xh}bj1Bh5tXy>Q$3nN*ZwxxFpxTkbB9c$EeINe)NaIicE)}=;<ehjsq
zwG{-i^NQigTtX3GTX#Kr&?6-FKQlHg4jLQ|=Cdu2LfKw<PW?Nct6fnvHA^_&MiUV)
zu|gLg5YuboNEraEW+w_<ntuw5BpsiOl#G59pX4lv<dAe17H-$3djR2)B=B<OKQSbg
zwgqVmT~a8l!9sz2V+Nc?Lm$GCI{TO`UR_PU5c#ObRK~yPXYI6IwO#xR&|Aqq*}-!0
zW3KJC%L~?ye}~hxu*4(C)%Ya^lzzRD>o{W!)TTn$ZbE@xkzM?y<{f896?)?>07w8B
z+D->pO55qchY%%7093XPt7U@iBapG?Y?5>i2GtcZmS!C4a2W?NFdCXe*ER<(&!Y~#
z6>2L?VctueWFJzziOED|0zPO9xPRlUI1ocj|L0BX8@6=)|8AMH0l=lB7%EX-4-N&2
zPk!*@(LgBL*Z&%_x8T1EECgB9kklaI&`hTAvXs5hC;%k`nVyDU|GV?KjUf*T*34ox
zfCCJB9h(<fxHGlpjX4sa?pczFFTohuVo38G?M~YXxKWwZ05oI_HD(2ZuWBNqe$}xN
zKhn<pO#c+n#fa3ACu~9y2Y<3d56H-fB^=otzuE%rJm_xO3tjfW9>I*{C2lf1e;q%+
zcLik)5l~sV`2HB%htN>Qu63YKzz*X+*~-Nd?L)UZLIpglxVj<g*0Yr|c$4v@n2jtp
z_cgrr9T{o%95G4jdFV^zGy+?eDH6M~645IAL~sXT5BNXvXtFlqw6Idqf}BSfL8zt;
z){s1mb`6q|m2Z16DW+&>QvRSp!5V7xw*?5Xz!Pgk+O&+^CWLYX6W{%YYfaT~0eTyP
zfgRMhM!&!Mm>-(K4V7mAmY0b!LK(U8_d0CzJi@kz^j>SG1sq^&J!xNG-~R=1y(TrL
ztzA~7y>50|vy)mvyt-y|>(UX9_##Mq<MkjSitC04pm_aLxmXDY(%dEH3ME)V7dIZj
zOb6^29y*i3hY;UN+9MzjG64mZR3IUjMHsF@h6u=Y8@MO%97Q)~UXu={w(>DUmA?_x
z7CR3&+`}5{9+VBT-*AkO{>x(G_p`W>-=U$-H@GbLndL@ZXB?-FppBo?dirtwzRlFt
zaDT2%qwiKtX*%I@;1tnt)#kGZyU}oVP2q;yZI`pV_(TDR%@g4cCLr@97YD%0gbREs
z%J;l#VZrZWqI4dZo4J}8Y!3LllYX2(@4vU23Lqc<OQB0lZX@e?e@4cfx0eeOt{sP*
z@$zY}uHF(iSaUe--28{#6BOV9$jR7=hbc2L)x_}zNeb?9ppyLfKPCxt50b~|93;~I
z_WKpaDD<3~zo}y11lT97CvTY#NSVzru2AKi&Q?>`k!9OP5oQWU;~W45+yWD0TjLhn
zAeySH$;`3O88zwpxY}-1#2h`hg^;t4t8P9qR}=;vXuQ9tEx`IH1o^a(1-yeYJA`-<
zNZ+>*Z4gyKh;D%YIXFAD;5pf1=Eg~Bg1~aoE?s9V5&qT;9OI>>R!bSK13V6dcAzsA
z2-mA+0{w38o)CtIBZbl<nMsypzNKjkbfAfGncZ?iM>L*Cq8jH~`qkvuq>B^~!s3m9
zr8bC*P<qQeWecPOVS5p_aX`I;k`(GYc`L<@r2stFXCyamh=Pai6nTwsgf(RRZho4(
zVdHxOz#ZMZ>oC$Q*bss#6s4Ogp@;diy$S0bVZHmun>AmINnnswaDWxbz(U1HgfMKE
zNOJx0{`M-DTd&e^8mgkxqoR}YqXhhyW%|u&s(Y2J89PF%V<!F;MJJj!f7c0FzZ6%d
zIm+Vkx&LBZ-Q+URWZFt=>$!PvN&M>P<($vi9iKxx*qxW7`RoJ{c7hVYiZ_E5m0mhO
z68o(a@-}4mZ}l4{>2A!D@2-33OQ8n{5T0jB-d653Kl#e2U!`!pMCM_@w?YN2h1i^8
zJwuZYkvrc<)Ia95z(t0%n4YRrkG4j9Yaw}pM2kROU~j#$a`U>WifR?DAAQQvJdVwC
z8<4DaOyMauPpW=ysq?;=Z)Q5~+23wSpC>5+Jb$$T6Pw<nQ+^Tu<(#0yku1$Av-m)2
z;n2y9Zz(;7gU-*+*V*Zmiu(p8SKik;r%`UaGm<cMTqt<eG-+|^;&YlxO6&HadVX&9
zV$X3uV1{DP0J89fyB^Vef!{0Eg`erq&yb2kQ*FMm`*{QqVv5s0=~xb&j%7TTuyhfV
zH%qN4m2!0>`%R^{V44wJCbi;jvL3hfJvT+n*C@$V>XYk%<7M2p1`XzmtGmZ%OdG$I
zr1M@GRmV|9#c3WR)3Sbj+m<PsF_<JEFMxK=er+m50Wm@bNT@o(RQ+qGF2GZG#3bGE
z0{$4suz<tw0zB!ECK_e-7bR&=2%AB)fTJHAK)hFse?AcuWx=)2hbCy`vi}l!b$?88
zK$ZoFn5`dw7!**3&mCT$sHtqMDn8!bRoPc3>)2@tyU2q0d<blC-uV-hih6C^R|+u*
z_H*1i?^9}4sowtZ%MR4V1vIkvN!Jtn$tgiBz$kFYEil7R!qU_=3Q<!{AjY+$fNtA~
zd${x4rUcSM2%)x2^Ar&nV1I6Uw>~(?_UdLpwQ4eFy^;#HtNI4;$gRK>H}RN{F=RKl
z%1J_v{-x*Bje!BsrUe2hwJz($0&4pkAu6@5KzST;SA%n0HSKT6I>yswC*rQ^sP$e^
z^YnuIi_F7ILq<D@c#XCN@a?JG&p*AO*X^U`6CeBl0EvIabF*!u#OT^7n}DySm;P?d
zUcj#o@D2TtC|FcrLGAPd@4Cj-J4*jbXF_&}|J+-`w22mzwcNOMd&A~=Z~ag*b=_og
zK%wydogXU}MaSBfOa1S&XC4bkoFz5R+8m0AL~Ye*Z_j6eJ2d-(zLD80RU-jH3JM0=
z1qqUnH9&)jY(?O_2PZ!T$dw8}T`l2dV3M$hl1|N!ffLoM1+H{L%Idk!2Fk}P;|y4Z
z+IMbZoK+R&uNPYe&d*<<eD+6`-hGrOaUi~KFFH=ON#?HqPbJXrYB6G$bOV4rFF56u
zrch25gp<`4>5pOgf|z^yblj;(LK!N@r>Xgsj_G#Nc;r&#bW=+2czpJj)h0@pj1c>>
zN`O7O9EiTnk`)~jjJo6cXj{x8Ov|})OJ6ojfki%iD(Pv=-S-B%Zw+*#V?NY$cA7gl
zh|7wOD!~JWTunF<tqNm%a~TTxEqGb9bSS@S#_{rK>xOQ}(PwwN+kt}JZ%N63R3EXj
zu(2)g!&bLB7gtt(tx(s_t3Kb9dJ@ncEby_%PEsKO)pA6E3zyIE6mZrOCLjkDI_q+=
z0$a-1Z=OW%^rN3Lp4U9NR+!31a?2`zz?}^KE#;%?Q2&_4Y>aMalxP+I-t_8|Sx7!P
zN+K{%lJk1`WXgSFpl{2AvjY+PxY@*n;XcZ;ZeSQOWizb3uy#pi>Q-=j=Eb$vY&_(G
zr6LaY(^S{ZyW(2TUm0@Ubt)HpBCXq~eE539{A$tK<~XNxzHBwa6fe^K_!^*HRgx3;
zEzW&T?-JSv$!?4<3<~VO#uEST;=_>&fmMOY{kmJ-8iYklccsh&C&S^GvSrsefr*YM
zrfbZml_sXY$38J`-O9af)%#4FU^x7`s$|3B)xy{r+I3E2;u2Fz8)MDMUMHpK>EX3m
zSKj)=;W}SC;2A-3wj!Xw!xXh^?6$W4ez`RXH*op8OC-SLSzvj4T56$zUeYhYj^yXV
z{y(6Xgv2P=Qxcv(D@-(idjpDqo)I0P--0kUwbvT*GKktfn6i#791ZMm|3J1Jdgxtt
zCeBU+_^T!p6dVc+3oM!w^T=qc^BO>TmH~LA7KLw>u0%lr>g=|18+Tfi8crkBFo8c?
z6mA3td|SLC;))^~T<OB}r08xnGM=7~dR#|r`BoMMu`I$*99bf{oa_=@6PS&;LF{iI
z<eF+I%LC6h5gnR^#K{o~wrkS{f2d;{eM(aXHMZ5(){z=jS`4Q)6{4mGoM)!Tz>djQ
zMBIKG92_Mr)5XE@0?WrCCir2ULL-L$;fqmIPFfTGMD3tDHJiMN#CRZS8N$I8Tn<o#
zuT0*i{W^mbGU$l_O2GvM{TeKs5^2!JXWyQcO^nlETLcJ6_5LMe^(YjW<N`@17LKOr
z46%;74GPuoZ#iU_)NE%6<-ziB2~kH&=`m^D)Oz#rEC1P3N--WiUXlOwfI`g#G2uIL
zOu72eMgp3J%UWAzaa|&#$$V9j?!~hDU#Z5r3#g)qOv1lNjoxS8DWW<txw>)*1VX)$
z?dQWsftB;B7S+i9qlf-vLdlW`yljFt-*2H>Ugfy}d;ri*O}9$g#hGnqYm9`O1q#gQ
zw4TLz1m<vkVJrF2VF}$8k2+$BY6uFSSB;y;fo}-`wTDaGRJoVdX;48ya99jfo+*r`
z?ZCN=rvScqtf8L_y9)+U-^;29Qs_XqD+JGTA#O~37(D%|Z41T*Lv3IP8{#*mU%q^4
z2I|NW3}7EJ5D(N5N`8qcTZ}EsG}MPzBEus!9<$fZ4H<q9i2{dFMG5f$uW3=+3FvDc
zkX~Y<VxyvB-N9P_AhXv~Uz#<TI&bA7jN}<1c1QFME3jL2GwM=-{u3ZEC%ZqtSiH6R
z6f=2AnM4mFF$_1ae)8TSeFG3lZv8ug|FR<rcBim}OIj&Tf?Lta=eA@Wcc_7d)zlVB
z?rrefW6{~%NzdCu2&}dRUu=bv{1<b#{a&>wQ}802w`Yt}BM&)^38>s3N?wipPDxQp
zOt-`fP4O6?hGPKC!e&>fV<yrq*#ot_-SLPnzLruGahF^i8ng&g27^9Fps7MLqKIGp
z7li_nw+0w$;%dR+wNtL`hOhoBU;&@Y(}V-_fDPF$|7CNS0%@ii96SXcY)oiq(ti=T
z*4g$F59lLBLPI>*l69b9De5rbGm+6#QMHlr2$2DUxk6yBw*bf2tIjV;vcj(B5e?_$
z>uv*w6NO9K2~jVVI%EH`HCaftkz4nPu=)My(Lpcu$sOjV`u<0g5#GZn-PmcJ{1i;h
z*m=fcR|`^i=bcOg(=mI?W4L<((XQhOh36FU-Vmvj8UA_F7ty8z20^vHRrVo+60C2z
zUR2=00c0qT29KtC05xMFwr-;^Phef7@>yKIG&~~yG%864A+&tW^Q=vpe=eb@sbsir
zcN+h<-_DSDscab*i);aM&_|PLIv_>YVFA$gEx8THeM)AK0bE}9hU5uq5!Ousa>sXa
z?3Uq|37!O^m0hc8;u*fj+X%j3piDU`(EUpgexc^*iw7O#O89<*3M`i?I7P;HR0R<#
zhg<v<JpI+vO-MfVVzXsWIy&K0IcL$24c%{5V;OVI+k?<4`k=n(69*A0Mpzy6-M()}
z9UEp_^d<C^;$83o$I<uUUw2Vw6c=ndPK%}6f4S=eHqjNda(xnbV&Hs`g=(Q^Q`HCm
z!eA+Gum`s~xT{=~Lh^!ICncV@E<XSur1Mc=vLpd8AG?#(HAupm_=S+H%o&;StDS#c
zD;NVrJOyX^&ZA|xXNH4<2LX`t@Q)j!#(jTeIm{KKS{Jk|SDJP;XKC8pc!dM>p`!_i
zHR0-)+x5!F8Up?>y*ViS0<RGZ@xfm%4gfg@7b^j7f!AlE%|X`@gVsOst^Ie;OELmB
zmOs~Ie8si*Obl=Z{9TQ+)H%1AM))|r+}a$S#2>02K$Pk^1ucu@<PtxOvqHvNTBvnU
zPl9d81Yk!<`4GR&96t@G0JLa?;VF`$<oPS7O2rY&qpS<!gRn+b(K=b_azQ@gSklSJ
zUM9;3ZW5|Ci#QT4679!^>uBpoMm2inNz?sWdR-*RD796<<Pr-Hj{3EZu}T&BmCb*o
zmhmLv3Hv4x2J^a6?4d-2;SstGGG%+?q{6C^D_$qQ=;I#{pnw<HS0u<2c<=I%kHiYt
zY{QH?mjLO=-WWOrCSH-WWr<8h0-4mOF$ayY&wI6mpjyBU8x@+_Wj7=aq-`gdKk9Gx
zO+XQmsae1QX_5sj1t$IHe-)t%8%YlgV*u703T$y)pswDUmVS~&C{X<t)KdCA-l?bs
zvG|+%+XcEC*bFZC>8jFbnhgOXe!E0MF1bnF1Cy7ANsI);l8>LZ9hsrU32l%ufAiu8
z)^3kv&BtDN{2b79_^^R{2izboAo4ZXS;CVY;kyeDQ+}GoSC~D=><HhRx3pg{bwQYY
zt~O46-N18h{BA`*U}@_8@{e=@=lVPMNPVA*Di2%uey>`5`tJCtYioIR+t=cVyW(V+
zR4$6G<Fj!`3F9Zflk)XH@$ZV=n|+W_`&H7eUOKp*?`43hlaBT5``KD<1rMbPhkU6Q
zGb7@Rh3n$pE9?C2X4%2~)=F&o>`^9=j%O5%USWD&Sxm=<DX%5xWMk=PK0Vv+seJ8Z
zX8Fe;MmTcX@v%whPqBOE&p)zS+P^gz?$ov`S8dQ_wfG+PjCCout6S=>v56H;FUDBB
z3^V@xu4PHFibM&YM2U(-#vL8&K%JLXI`^JCR~L)UjFa}r_~ies-$^OqH!%%ukW*7l
z&S5JT{q@k;@}bGh$ZaL*s``r8^~cc^T;m!S)$MiFYiW~z-sij$`1|Rbr<)8*(~vdZ
z^M3z!Sd82I>iMbJi!;Z;xn0uz{^$mToHxpj8jGO_s8N|jympgdh>`;?!@PofK*iOT
z+4igJ*MnY<xZH#lMi!N=Qhmx4H*8JDv%c-Lk4@>gcqX~NdOyB)qX@GKD}E(5A^*Wx
z0b(M5{%Ku;<;kGph|lWeO=*T-5A89G{Xrg)FN>=Ge19fg2!xC#AZq_7BQXftjBcyo
z!XBxcAdTC>G#0@4+UsQwntziD#sERs2df;WRrL61Jz^hQ&HjYj$?ucautO&v(<*-g
zIam!vB@et!?=zTOsf3B?*_3oEn14j&Wi1A}{vF%<W=Z;5B1WdMy6&|9&HI}CpZ^e-
zKH=&|80<F$RVjbjGk-XE=7z_$08-M6tGSW)Ztn+hOOq+|Z0{E8SKDn0wZTmES9t9U
z%m&@{F>VR<ICBFa$d?FKDtJ^$dI;`(jFHgfiL)ue1MWN}?A&Ky6Kk@XKD|H}-e;)+
za$$p<Hx@ZRx?Z<;?tR-(6d9;a%6NH8b<7yd422p(U6=PFko3ezl2uaOH{=_Xa7O56
zV95UKG1at}qAFq1|AzaPtxVT0_P)JSx&6ssO?C9~-_mB;A@?BYs)qFMMdY#M_*t8o
z(yCUsyx5F2*NXtVO6Grj>n4hbK(uaG_8yD5oGFts^eJjSbF%60SC!fdl|jsE5<;o~
z6gK@<qMFIdMYwj>!o8~MK;+hAv}h{#r<5ZJnbnNaK~>Y#*Cn!yo=vy5)q~D*BWL?!
z{7h4iOKTL}UNbcgJw7sWn-aZdE`<=I3xWa~miChJ&IK*zF}zVPUcmILNYPkd=ZSo2
zmF5%yyqz5s*UtKm&qnNhaJl^1j7n<rZ2g+gm6bS@BHta_#lsek{voNG*Q}y^y&L!0
zEe^SJ>Fsxxx>i^EX(PB<nNYuW0T}4G1g;@{$6qA+ueShS@M9Qv$_1bV;<@*C1^6VR
zP$5)NrW-X4@=C$4oL096vhGTfIs96@*bUprBOiFlDgWce;z@Pu!<oo?_vl)|(R`^C
zXCKtxJlq)A8-G*XHJtYo|MS~f#qu<6cKM{Tp`%0Q-R%eYH9{trY@csw=OuPm{^yyl
zUuarzawkSD_x88fPBAycfLY;>WcJb)-?e{C*{WZJynqP7R{t~7OOU4u*D%vG(|xLI
z=x#`)|1k1v4?i(l4Xx&GV2E^wcObw{;#XH>mzS5+py0qJi4Qjq&emVmD$CArl1KZO
zFG@3U^&%wMxP(wdxRy}q{G5%}AQxs4c(=kM3;D$ot~8eX4YAmVyOP3TiVJskE3UC?
zD~%YNnvb>X{QDoR0{ySZO2VE&<^p&@B(&{}&L(7EHl)>e9qX#Mv_YZ4@2!+10B6UC
z{5SLQ5FY4iQOQl8uZY*PJDiURpn#?i{^XC<d#)89lkto<uslNC@T?In&9lL^6K1X<
z+X|o{+FjU4>49{~B~prKVs;6DAWeH8eKZzp1%zsMP2Ks*7X5XX#tyPY9|)M{Joz-n
z{7K)0b;adY-uPFPkV~`0R8V8qzV=K@OvzGe5T6{yub0u$z!%!6DC__1ITklLG*ynS
z!rKwyG{%xj;<Fw(n>u*EGH`kAXRn98En)d3>09*uc=Kg`@*-W=Xv0vyp$LBlFuQe!
zZdKNQY^=dUk$`r|0ThW27cndW^!m6qkPW&WZm$9YgMj*A0-PVuW2Bjgh{Xd%^+uXk
z6m|*3B-fBhFpw?!G%82q0`Sur;#;}&OpxH>wkn?2P+lu-s$%*$HVA=;wU8<bWJF91
zYI`pZl?3yNB);!9fL9o*wTRJpWEd~U>ZKhelW5UAfR5NFe%BO`Flqm;@ie?8!IcNj
zYn-UatPcLh(S|h9Fod=dK|?d%tHD9+F~rft0X(x~P(vzWXs8)@5n3|&H}Q<03XyEF
zj5cbCqHTd(YNy_)7Zi*1e@EYC9s8N}<wa(xlr2)#nB#<*JgCmvG!ko<i?bsoWa8uS
zYJknTaM(WiCdrJnIsY9dDn{LZ9xrARdM8TAs|$?bLtk(R#rF^-0Krz<zZo7&6pRDT
zJVRc3AhbKnR%Dr%cTrD26viq*ei6(2UXS_iL-??fQlgMq+|<{#v!_~~l~TeMiEPF9
zqQ*P4o;~L+7GSU@v3Oj|qHQarF7uz-)+VxQ$cA~Zl<xEo=;|5ibtS&Z!p5c;nYl(C
zg50bnxjl2glgiK+jRI#Mgr(7Ex*IgPCj#0WAjxsJLZ%I@Xy2q@DVQxYSHVnN=xEVc
ze`<T*CWegC<PFY#M$JPI?+u`s4NA}D_I%XYBLrzk#hXm|8al70@1_n{W&(ZOg@D?q
zEsV{B#j0VPs>XCn*a!I5)VtvDnlF&S`$T|AY;lER9}yIE9XO2e1%wq#Q(sa}5=uHE
z5_%3UCJrVpmT(ZSj3hq|1IS+vBnod+k66-$FQ&UOX-3g&MUG&3l=->T!JsIc=V&AW
zdgl_rT{5k48F(H8XrchL9v4=bcC&Qjo1*-*T2e6e?+n}2yz;li$k5mCx7Faa<66;V
z6_|HeJHUjzcP_YOF$W^K%L5qbj$c+Q$ul`*yvVqz#YiN+=-lri47ST4BWv{->?Dd;
zb541Ywr=aKPK0oe`7^%<2+^#71y39bpnmUo4J~O(Jn^_GV^senS-HsGFxywL+mXdL
zc-Wna;7CAJYGH{YuI93U|GQ$qsEIChc;(EyJ2Yr0LpW57rZ9wvgy$I_nhHGfPjYhA
zFa&AA0gyFJYwfkwm~AQwW(_wJj>z1Gi+onsRd{H&E<i#s1TMk@s4o0%6w00P-xL?I
zUHHaFH8w{U?b>(9kWerwNnB@#W4xnep<+~G7F%Jotz0+}bzBGdjwAU^$*`5rt>wQn
z%}97M=|at-h?3vg*<;z+n*1Y6-}4MH^yN5V3uMuuiw{BS1B*S$%EBG*SV`^tH29&_
zHOaf&{p8?QGBUL`dJlPZ*>LVwJ4~w;4c*OTYMuJ5-AQh5q5uIR9^9dc{;wB2%8w=`
z#Vn8*(l6Xr%z`tR4lVdBme`Dmf!ge6nAU%;fJe_a96}We1>eV&@xo?7Z4MFSHI>eQ
zQeoUfiiTSI)^s2YPw9cQ+JF`+aEXpY>vYY@EtPw3;bvScGO&_U$Y@BnPXE5Q2B3RF
zlLh|@_KMxwdFn993GyC9!NqP-A4#XT1pU4;59pe`J^6k<I%9|U{$dH`^W85@5`v!w
zP-iv4zhjQ2=b!I-TO*7Po>?DvG<SbZXuBWK`~SqNf4wMg+lYaLdt~i$`Q4^*MC{DU
z5{ak7NTE7xE30{KB>?7ajK*nhZM<wa!D?@f;<|2b0*zQHL$D$bRFl&j?f5LdT*6;D
zr;5Nqn3O0E`i*GlRF(^MP3IyBB~|6j=tbc~4`b<r8cy=@*4s6t*Qq5aBjr+_`>mJz
z*9s-(^~D7?XLg($fR5Gy7*f~z&zFxrL+QQ{J4m=6k$oUG--lUY?LNx+e3bj&!h5iM
zSzgzw{6!aG<7ZZ;pq-Fy$|PXP!Cgptdtmpm$<;5*`#U?0WzIW-Sj@*iJ_G&DJ^%?%
z7Z`XvxgmkL8cQ{8CMLKO#`Y0`$FMI=*QGX%SEYk{_~SqI1nlbG0wQ?h3bH_sJJ`5#
z3%c5KwP`$MNI(SQaAW7C>8Nulnr3-g{F1>AO8#Q&vx7v2qUZ4@{@vBay+H%<`!Tzm
znBk=tN<TRSEsDB0`?R<3M!HZ@6lIaLO_?rj3ioY`^z4ca{1y8BQncIUwNvG4zMRI<
zNJ^{1YM6Is80+y!iswVlR}VQ}8EyU8eQmB+#omF)Aw@@(-ihIB<6$`<rHleAG7Gy4
zyqSAMhv)H2M-g4bX7*Fypcn@U&+om@fAIG456W~)(du#=D%lbtbfsVa$8Mo7Nck9#
zJRp_fS*2${8i%xL!OKY6!jQGsVc=NOF#_NyxkW|{vOk5>I6|b18TX(Z^bw>|O!fs~
zEm>?Fg%3sZ!J6d{9@|F>vsnnCgl@au)t|Qing_NwWZg0WeANK<_5(a&1;832Nv4sJ
zpBp9)H3Max(8NJPU<nt18G`NHEv1;80R31Pzt{kQ5XwSfGFXi{Eb(=i_Jd3lroY_>
z)CEC+i2ERklWEOgAxE7e&ScBcM3McUo4Y_-gyZ)&r_?+Z>xD$eErW8poKD&&g3*pQ
zV>Sfc9wP|ZlEBIJFRI&0Y;g8n&m_>WRU<}QQ7ZNV<u~2>_CzC5@|gF^S7W}AW#b2T
z=SD!E#F>fpPU+7fo7W}zI4_-^p6cwc{R6pOIKCLV?yShbSjd&jD{s>$1Bv+tpZMJ*
z^pm|h?#VxAyr_PoyscUCnwLWQbIerIlbNJvsi2Ekr}^h{ZNf)O^8J|xb8aSQ<_V3^
zqHl<Mf4*eGDpMo>eCPY@(LQykp+HGmM;TN{Ij7+9!n}Ij>s8RV^68RN-O+?BfSm2T
z)Av2z^R97(x!Fq=6SJ?P4gzD875?=<g&!}(KY2M=^;&*eDg8}4nO^!p4xNsDK(IY0
zzeJXbToX5?rj_$OtNSmle3Gg}=SCC1eFX#RK21)6j#1Uhv+3f$KYR4A&&00v-+QPo
zG)z33`QkS7<%L4>6P2XY1AVpLx})EBtKM(-ch<~^TJIG4J;^+*ic6A{^_e9mDR($%
ze9X5$=oU;A#(ehTYP01GLZ{!@>~=KQDel()p-EN++g6>iz4C&UoO8h2^b1g!GHzUH
zyiY{tkt4Y8Zm?(cV%{?dUrzq(Q2S<@9Ae(g>wDAFy6R0`lclWQ(4gFl`gavR3R2Y@
zlQnraqo*7w82cN`FK-o<q(h@v7!M(i*a+7nU}oVHDnyZ<4NVLp0hE2Oc#iZO77bk3
zt)CX0WFGWUPm?1a<j0guyx}~Jchb-=dNBSn-Y125?to_6_`2LBQ)~~9VI~-+H5q3F
zWh?G`H6GU`#fv^pbT<N$iMmXGS<X*R2RmDCC>au$|2Urqtgo-aV7H<J8|2Ua&L7(B
z&K#wNeYD{QvXqWw{zYA5_d0N23aP-o$}J<@BVaXLJMlR<n((vsWWTSE5VR)L3aJ0`
zb>j%-fP?x!S4|4#2WxSk2hZ;ZH3alsn;$?(OYfgGG~}*a9420{vep*~6WsH1SJ{bZ
z3?lM5<iHWUNVUv&L}x_WBx@Q=dbU7>j{6cu`bDnuOkc*X7{$dw8YkjpEHtoIamf8e
z*<lxuDU$qxxD6<{^!;@=wx1iwI^jpZ+m+x!KMnGzT<eT;T86prkjWsBjpT_Nb`j7h
z%WGY@q%K^fv|T>>UI&CVg*wBv8?g|J%Azj_Tan6{@{0f+YB=B{E@wBkD!vr=$UjW<
z&SQx8ua?@K`gZc_Hv5L_k6WWp9>4tEIKEsvW$j-7W3w}3#PqV)2KL?mRnFOf+4Wq1
z%>IjKO*(IZBST>2*W-_W_XfRBgH<O8+ZSjFZ-_?lj{wlJAk>B!J&90rvLgcAG>5c8
zQ5s6N7yV1=3tSoa^==xcXA={5e*i{9G^*v_%%{#qvsnh=^k}v;$qAv-u)U%o4ZD%n
z)C|+HZFt8gDL8L2dDPXGG_fw%EF%{jFtK_1cS-b5`zLP_G@Jj+tHmD=!<_TU2lZ)H
zNbz<vLx(+Cx&7A^+5tWg@BWiY18<oR?cnIhl!4xgND>`$r${~p;W;OR(d~Y!+(%qr
z-zN!u?dW~_=8l-jukKN!2<^Pl9%A(ZS`k`xaPhpR{pc1gNAbPl;g(qH&sKtO=-(|K
zyU`!;)WHcz6uLBIzx{muP}eqMaOLVCP#2`COtUb9+1Op_Uwc)jOh>UyOJTXFO9xsd
zjRb-exaA#*>*tH^<ruMqs-|x#mft-C&$|6R<d&arIUR$|PngxSBKPdR{yA~Iw}Qv9
ze!=~R*lTLPKOf*fS<;cR-Sg*gk~0awZ1`3O5czE!$sW!*Fc{`zd5vvOgZ*?qm%!Fu
zmF+F0sH<|maGYGRtWW<kfBQr5Gw9E<2V@;7roCGfJN~UBpk-i}Moc3@LKo{PL1a8p
z5t%qr#5p;FAh_VsH{r+E;wN6ac*m^uiQTY(UXPZ^l$L|QA%ymmr)3F~k5$oL-LQ;%
zkptFyfAW}gr3TaG78AX|#{CsXdV)w}-^E<8_O+)|V5ZOLs>Bv?)V+uVx+-QbxwXpC
z+=)lieQ%e!{PLo`46+|TyBn)c7CyjK*wzMcg+}^9poywvV7$^e+uQ&SxaByp6ml3M
z9F#|!02Lml6p%r;@B*_My70<P*d|dhk`Tg!MW;mYfauHT5w*Y(mLBxay%8r#P=89c
zu}HTBm1PS?Pdxm0vIc*sR1+qCOicVxGF(p{OzOb;#wc5|a5&q`!#EOT0nh%yFG<ap
z0tI_CS*mrbsdX?3=XOGwWz=o&=pr>^t-&S&WISF>;X}*OGzDRj!+-t@5pAiZ(tRif
z3g9Vli5mC4Ysm}7Bog_$=ZjM|z3qqemz1*#0VzS`qMvK+WJf={FKUU8s{#XZWfa^w
z@j2?HVTM>@fZ9s2kKq6;l~}Sv$Q_LKXUGH5<I%U6Q$$XW1H7;#r^g+y<r2-$d>uBq
z3qvLXBNqCcJj~FgrSStvz_Vtz4vrR9PWTq$4zzbc?bz<9C98+&yBmTT?OVg!xM&OF
zkvQlLx+anfDt$@xms@dpzq&_qk51V9QZ&i+m_O>S7BXmk)BMc)U`k-iv0PE_`<oBr
zU2iKNWsNgsjbU7G+X0=#B5;{_c$E;6n>~~Acp@D8EDYyG9IS}4NiPLH4+uaHAeZ;0
zZ+A;=$+|zIjhsTFDMj&AkzeAO*4y(tm!20!wqn*PdJ#l`U>RBzK?N4P-+%Pr)xo_4
zD|Fk8>A-Q~VPI~c4dt6;iKyj2Al~@CcZ<kRsyEX*DRoF%X%9o+u+7V$LwLb7H$&dC
z&cJ|C+#}#Nh(ehGFoh6uc)ApK5EK*`2!I`CvLy&8^bu4I&7-Ck;!lhSCvTHVc8{{<
zhi37FBg3iq)X^%2#5i~~_zex@4VExjPmS-|lMcdGbvik{`~2eblRovn-$|c8vv=Ll
zhDb|0!awUL-(-x;E7S9?kEne1bCA<-@5+bY{A`l(W&PEC#6*V5NVmO`;zr=>x$?O3
z|KgBv`{nFM7Zi40Y2jFk*S-y^GOFVIJfiaSzyw*8D`c6O{O~Rb88g=dmAlie36K$!
zk6!(P66hB7NE49#P3b4Bj5rM{EWkbZUcrQLWxwyCcO2ACjL)P_0lpBZdK3-?%pX49
zk|#>;z1ku)(?ld{OyM_}LDZC>H<oHG#&l5nR26gkXFRD>)BRlcfoM&75M3MmholhM
zlDWuwGQU_S7l<<4J~AuWNhl9~Vv;2WI#ZWiU14MIFn}jlJXjYY`A-wvk@*QZ6mCs2
z42)OLGXCek87R^OYSU3Wn0}f(o(QE=+o+C}`BN7w$e|9H554qB1q(AWRzrQa;F<IQ
zfW;MNvAwyCPj<1e7Z9hX1gVtMEI)#}f&sfDpv)Cf0%@NIAIdL&nH3J%H$X}L<?Y2Q
z6LfV;5JF)6_b5kMago#;iCXV^Gqu!-)N|^1G=1ONB+pA2Z?I;cQjcTFimpSAgVpYQ
ze?^&aErO&vq>e@6NIRewAyEUZlJe>d#9{5uo<iW(CuQ&+8bM}5AR&dm-BIg5b9(*t
zlyK=}{%Ch{!RYtReS0>}Tc7+-8Ni@G*Mq|rp=VJN=!1XcbeII%mkR;<?{6$J>E<2_
z7)2NMmQ}<TavJ}2H-u&U11$AW9&L8}b{JrIGw?0xcoiL-K6pGz;U+~!TJtHW&2~tI
z8EV!XiC<Fc3fdvvlzK{aKd@x#{86$O_EGC4&(YGt5CU6?^vy8ihi*4pXM9?$$BDL4
zdKPee2qS3z`rb%UN}x3bT!^mL38+_ugW^fsIqL6tZu4BGgD=WPZPE|PZ}wranA^2a
z*H(L96i-o>t@9u8*Q!^1aem@9_${3iD+l%2yC82SuM*sAL>1jyzv5eXk^ZxIEI=f9
zGC1+|o^0I_ZAlDQ>v_<P!10M4!iC+<x%*PW59bzDzaPUg_k;D$S5B4D+ZnjMiL+~o
zzdTSZ(VSa;Oh$nXF6_!@<7%+^;1Kei$Pv<nMKdBHA?};#Awo;&w5S*gi361XO@P?(
zP-jbX-@KxxThi7PVp#dJRCF%fd*`8lz#G5Ha>v4nD&;W`&q6|P#-S2sBSWd`VvJg8
z{%6J2FzpTsd(zsu&>VQ&CzpX=`MS~UPgpBO_+JC4@3jA>ThQ^Lr48z2eL>ZCrRdy-
zaI92%eYk7-Zzyb`$&0W;;WOVDa9zyFYSZjbcio=*Cj@3Kk6NCR*4a;&cRwD=co$He
zHY*k2?(H>Uw!e-azZi%tOxilkdpjIiL2pXQ5cP8zz124VmgE4EE>Qj6-qkXTy+z}P
zN@-8h%u}r;r2X^CVmdtIg()>OYR6x?66rX$rXl5Oz<wLdGg36HZmYc0YWSH{FT!{=
zC!u&7c%T<=0T;%081P3Og#AK5smtR~nFnFcA^^d{b!Sr>SmxpkZk6?59|;eNEX7Mv
zxRHSdnh#DPdsI<X_|{@UWjwJZ{Lx#uvN-f!U72B>I{Z#mCNT2XeYffcE;EU_Fel>9
zn}<Atbm%gQ!j@ai^6qun@EuQjp!${Ais2UI0kN+cGv<!^LD=Mb2y{KjH!=v&VHRcx
zzyJ(WaO}IZ40v#?!-d8hBcr^wf0ho5XNkWM#%Pq`n{OsB35NN+ShaU+kQd}y&XGUm
zI0ZFx=+^Q{gV|~}^cA9|$+{HsJ(`AU4Wo`Fl5Fu>l%G)#GCp9ldMj#rD@r-+=S`nj
zm&n2j%DFm#;$2Di>?yyz##MWt&M|aKDj#i)Hm6(6?K!p=4gbf{Sw=PauyGhhjgXB-
zBnBcNNUF4KbPLiYT_Pd^0#ak6K}t%xOIncbmX?t2PU#%*KL7WFeo#Eevom;h-}m*q
ze&Xt$)eS2$hQG;7A!p~eXXjQ4-XBvxxRqGh{QC0#%YugDx!0R+dz4vUnt;`$+O$IP
z_0upPI`hA3o4fg{*YBbra{DsX9+XOqqv{f;ZJ(S=%H_FO<cF<rw)-;eJ0TYFr-bt7
zwa;xDIozsxg|)tqZ4MkbSyt&kP~C{V7JvJpG;gM$bVx_b=C_?d7Z#(@L$s)#b;u*9
z9QB)#lrntGh_&*&%11Nw?><DF>Ueroa+mzJvn|j0o2>chSd;EVb7{t4pm1LY2O8{<
zj188F)So2w<2xS5VLJ=f7ju|Uopz~oy=|0k(aTs|QJFTjoYMSOQO4(;K3{IH`f8<D
z*!a71{eVm6jB73<DSd*(#G5ZQH3x}p-2@0&UcGVRKcvOG%aRYPk*=yOm2T%v>sM|G
zn<zwM6NIp{Xtt*bcV)+M>}sJNX#4IlREiX&W_ZUTPVxcrAfU(8NJ{zWx6b!Cb)O%<
zRxF*nLb^jO&er9PtO(wRUTBND#ZA{xCeiHGja?;L$aTP=!7i$9KYmJ=*^d1-#D;IJ
zMOl|ry^((K-*>)}Pbxdllf~SucIQIaoT#=yHG(6?bX$XMG6pa=XdNX@V06MW7!Li6
z=VDm4RpZX3{p9PtSf#Of`A<Ect>rsZ<n42`UeVnAf$NRH$7zi1pEmu~2AT{Gwlf0>
z_&^pvQ?(E-EzN}&gSmG#HKgWvokJB6S2eFHo8z(d#6`xGd(7cVf)-xq(T98Q(I5nt
zkFYA5$o#@&s9lDnz*n!Ej22KOT*0n`isbJ$Xa3y(yXOCR-vM`^@3{m1sHNFytt^4`
zHt`tJql@Y2D9JASK<9rKWRqW?mbO(Z_7|UYxf{_ju`r|jc49NLG_!;rj9Z0BdG}Og
zzL8v*(578v2^jEdKjU^WHXdX9<ou!p%2I-v95-aC0+@I%{u=KWHAtwd*#Y1ABcMxc
z4@QK9?-zHzU*Bx7rJ(nY$S(K`$^DLfNg5Xk#EG9+xx^9(<Jdz3Kh>GvDy{tsRJV4~
zB&Tfde%O3lO?+0ZeC9ers!PYfidXLMoN>Nvq<WY5V@{JwguTB~E#9i_*hO|IQE9dA
z$K1)pmxP_;GC{qMFT@;viTrb+oZsaMU<uyDS0w8!*wv0iy9<w9+m_zW2Mj@|2~kr-
zxaM19`yJ_~auV~{MCO>vw-lDt-KYPaf-1x>uI|3{(%jHUEJi|C!f+5UbxAKD+mlTM
zu!1rdOGH+zy2-m?&VgFSh=WTYo!}+I2?(`X!6Y@vDMd`jx#B6ru;-t{L*NQXi|L?R
zVd8nF4y40g6#5EFh`CtWnclnKA4I2>;G`yJfU+vB8cQl#n)6Dss(>|HztD80fb-e)
zi#n;tluxff4`~i@)cRJHzW~I~?*Q`vg{)3d;1h`5L%An0T)6@PGHeuztf0)O{#7=_
z=12NHDpCmQsLz*aN*G1ioB&#+LcJznCA9}96XD!ZwVP|0@G;*QI@%ET5#aw0MQ5CI
z0w2tMIyVhDYb#be9_dIddPGvjsOA87FZ^V_d)GUZ{b;?=^P>sYWX>EvbW-Q?K{kx{
z#kA##gPQj}clLv{m~`{U7Y*|d|KS*|GwFOdyRqN*SQuSM#X4}i>02*UZA32I_OM4`
zeBRtZ=giyO&O4L5$rfVL`Y)U34iY+U(JOaEjZ!=Ej^3+1>vfRbIqcyFw*vR(9a(|t
zzjXn(LGynx6G^-s;3ak}t`V-z7mk?4#&bgxIRuD)^cO3Wr7{lZZEokTd-k-YxU@b+
z#}jYEMA+bC?C1F(yDej)PGvTj?Y2T2xx6&S)W+w6N8^{FNa5#yk>)v@hmM=aj<cni
z@gMxcm2pbznv;GX94|*?rRm5UX4f?f*8C99?k%j*(-NusS@kTMCp>?Yy?4BV?+`T0
zIERbwB|tN|A9H-OO#_}=RR|9AI_L@$W07wL823Nqk8<h1fKZ+(2gNr)leSIE1>7iJ
z;j$2d{W-DGpP^G=GRV<BvK3fRl05V$lfMeW^~U^w0<i*SGToJxvkG4($HK_)Y^l$Z
zIo(}tTmGl+TO6%WJZvZnvlu@!J3k5<%nAeGuv$e2yf)?PlNbh&I@D+suZ;^W3LXVx
z=R&nOD6yNMR090C%(z3nzH(sNaOR*tw7=*e{v%J#c<>{-eHZZ6e5Ir0z-|n<@luw)
zt|K*8<N(OYtT`EaDLI>xhf1Ug*SpEE_ua}g0d;>U*n!DNjGJ%bL_>NRDdSkxZ?KNr
z2;d4~R--J5RqAX{V{fhr2w!5_Imz@{St|9u^HL|tpkH2MQvpR9U%ZwG8pU~rzYpMr
zN2SK%rjjHQh8%Y0^-$bHgQ%cSS+8sLf=Pi><PQ+Y0LJ&epK0!rnfy>%$^HfFOTlj6
z5Y@=Yet#NbPO(}eiu80|Xi@-6n1VfZ=pg8gguj|>3U5>r?oaXNX9>JQ$7>?uverLY
zxD}(5GDf;ezP3Wm@chL^jM8Y?B8fFS{W-Iw;uK)$IOZG>3pCFZ_qSdfxpnY&GR~|3
zLfcF!gWzClmUBq_C4u7Yt4kCR6!+;0RKJtl?g`|u#dea5LO*<FgSUECF5Q^|eS-+*
zgULW?+aV;&c=*mZ8DJK^5QeDU6;?j|BgZL95H6bZEp(5Tj(sMbBBYH4OdqtY4Siuv
zOY$u@B1M2UQ-zkZp9JsT7q?v#o2-?z8z|&ZfR*F1a0mlYD|99vno`o=U$c^rMXI9a
znYg$By~M1XoMbzU?9K8B80E}wp3Opt3RVgZ2c1Mg)#81bOpo!}ApHE%{LOdFPetQt
z7yzNKzGWk)xG_z<DOj<W<n_RV*L@JBYP=&N&{Y=-?G(}5^{x8(+O5k3?%P+9xKa(h
zBOk1{YSeK-_-4Kuty^y9<zVz>(0G&mfW$W|*B@eAOgcZMfS--UmNe2W6zwYWU9aau
zaNCPuz?(i^<$J{PFKB(qvw3Q_D#NLIZhFoc?pX986tFbH{7t`=#}cayh->mgcGaP6
z8bkbXl_cw5*~eV)Iv+5DL%&;c@Tq|Dm@QXTrfCUfVR8z@oqW<HxaPq;AP@jdvhA^N
zpCG`+ei>zesgN0pd0j8Y;36Rfo|&oo^Ce10Z4QdYCqmESQlp1HbOKk>#H8S5<7@Uh
zg&j-`UsVpBfyPVj!q9jvNj1)(5m<=TU6jAZx6k!3Oa>T)^A?JCS3yeNfGkc8tS~b#
z&VVTlRM{#>bi!x+B}t<<nc|eg1V*z9*G97cNR6~g$$ZlY4t8lde9=;_)iOfa0&OxW
zAL3QmrIDeOf#t%mq&P4*>%go=A_egc5!ApZ`Gs=qRQVeGn@nID1orFd;bZ;{kZLVM
z>O1Y0!0E)iSe4apTNO9;p`?xf7@1UYvbyN=*lrU2M{?zGd@9_h!M+b4O1j{ac1l8J
zFK}<n9A$<q2+al1dM?2Uh$tdJ5bJm2c=aROpG*E4qetSV4!q>8%ryQQBN^)G9j`+#
zL|2i4h>=2sltW`G=!BQgIB|(FND_=IfWOo6yx&vU!jI}-kCWb!m#J%+{Th?);gf&|
ztIW`QBa-s-TJbM$ydbNk4F}Yu#y!V=I)CY*_buK|`zIK`v<fD#C-BQU?{6BHpFWPW
zzdfPYVQ4-}_nB)tmUzR33|9EufzSR5i7e1{PHmBrK*p9Ub=BPe-&o^|e0xJ<zfM0~
zQr2A8vnb_YUg1GQFulAw|Lgctr)BdW?brU(?uH=8eUs{!$gSr6HBnE_#)~!25^<lJ
z^wag?mp4eA^tmnJy9?39rW@Nc=bI+RKleX~v(ZyqS65x|TBKiNIt4iG^jxMye|bcY
zUX;ss$d%xl37`ae7Q>hdj)Aoeu9GhUu^a~vq9X{rYl|E_-^3jeZgY7}%LOCq_0+57
z5R~IuqMP{HuF}-+uvh4!QmtjrU@Ocw|Hb2^b>bC;8)O)cwCjIQ<JRo`dALCc;_dQp
z+-CUg-7S}z_tnNNy!oVEm#OjkLTv$)ZqjlK>COL$Jo!Bf%yoxlOpRv=Zi|<z*}5(6
zt6htYF8A3sA6uL^uOChFHhY|5xDtk&y|xF!XkNcU9&|p>kC>CFzn?+9wQ=KNc$;FJ
z#<;*g*EBUNF#87n$LQ5x1&p-!HeaW<sGi}R;r1S<vrFvMOz1Q2Aq<;5;}m|vlZK%b
zZQ?W(?gu}Se!L-Ud}Azk#Cen^L=^bxTMljq??Mxv5b)s8l)kk3yJn@enX9{=r~7b>
zGd!4yQ(YoQ$1*>@4Dj)Qr13g<fmctSF3}4(sTFrawD53w;(&b7OL+12f3XWRQwm*(
znB6nQ)<E1RMA%}?P{F4Vx<_-kQc<=m?8Rpg%R9W3bY2CleFQVX;xbLF*Wt4m;7pP1
zPvFN#WC_X#LaOS1d<e-{Tgxe6?$fx;RA<IVVLc(y1CE4#Z_&8z42dHL56Hp%vVgbO
zU3$&0GqZDw$~;-hJ}#_SfZ3PexlDV$c{IR$ED-_P;ZunF7&HpvD3o!PsmJ^Y(gN&2
zwBA{1)4hu`(8#6ME$o~CY)CITpCKI!Wgi$Q#u)!i`l0s}$(I|hC(!d@I)-$$>bYAr
zpBw3sAK77t`I{k)ifB5YitP5rhQ6QqGxcTN)g-G_b{`1rN(grCgWjHJKfvorPGL6;
z9deBYEO7OLTOM}B+Y2r?W6v4XhFumC?OFuq982?eWDK`6yV2gi{=RzocYY#1ReNKf
zDzC)qOIX*m^U&9K4Q8W1m}<7Vxea>#A7=TfZ0xeB)`y7i%amG+%fCv>r5jRjEg<Ib
z+WJe>VCsPmUCbnN-F?!8--TdPY4+U!qTeE#vU!EyFojP2GKpVuULZ4A%knu0empYR
z+YZ<9>rc^0E-QQfZufY+)X2)aw2{zU1LSF2VQcu|TF_G|xnpF9uWD*6X+IGEy<HO?
zGDlR+FtMnR&yLe+Tw6}{L+M|uQ6YVjeOKC`=!Fkz030WgoVge;YAN)UDo0iHxi!)A
zjZlG%dGiWk3uncR^Pk1@>mr^?KQBa|pHGiLL<Ay*D<czH|CpUj)6I5yY{qSTd&Ce|
z<GFn4v+DQh`@az!g0aOJ(QDhu@di)p1(P&S<UQtwfEpHgJ}5Ew{C4L2h(-vA)9p6A
zn*Q>k_R73$S4DmzB>v~>U<OPn;$<Abc8X2wkn*h9+YC-eBt74MnQ!?1^-JA!+aIDc
z>YoZq?d$5@b?YqNN8^DzwR|=>pux|)KPKgIX-`B;0mb$3-d6Z{QN?{*E_q$XYusxl
z7$+($$C&%j-=u7#VO#;G@a^r7H4iG9(To+rA9bpB#$j?Jc~q`jUGs&b#(u@{2S*)_
zf#k;KTNl1$>|xX$I-cFHZO+roSC}}T^}OE$DhX%|l}bNrNlX}eek{M!r$wOvePh{x
zYqQ|u11cy)2qHcsieUu0;^=Q2FFNx*^O2sWcW_c}pHJ?D;7;V1eA6iEV0h|+A|4eG
zVz9&QuJcAVm1AncZh&l^kS^()yJaLGA$!c{kaC&63z++^E`!$LDGMiENBb?WYEO?A
z>Mq<~OUy}OI_R&1Y}mvO!fWOk-!=13VF@og34LuX5MMm_PcZejGf2)iqBW&EHihL=
zKS4Rg2P^eE$7TyEAHb73dHvQ=x+XBm!2(Fu1nIOwhF`n-dbvB)-+WO^lLr5}GR<1m
z&mhaeEGPci@azZ|J_J>DWbE?frF90}nZ5L>ozVQ!RJo^Qc=V(ba{m0+#`Bkl2QSl$
zUYZnC8oB86*0oAanG&*N!&6EJUg^hs7qgz&e!BjX^`f_8<&@&dLw4oL*9kW1MFPgf
zFW;hAg5_ohse3d(1h|PQr)@LKLj7LyKA3D0Fu1>VUrmk~gyb7C4pz6+j0E7CJ1_Pa
z5=bnFUjCsT=$TcQ#CQ-4w12<cKlr`a_6(@)y0PZZfW>d}7r+F)eN4&xaDmT7*-K2W
z2p=^}$HyojmDhP53Hf+)2-QI>fk{U14*^FxFA6y&h`KX-ejW5kxnmNLBa)iTyukf0
za5*%j3CxFp^MAVyhvL>#-qQ_%CxhJdQoB*n-BnPQR(q?htgonwYMP3Duc$UWYI~|t
zD95UCcqPCHBqU8>UDV*OMjRT!okaWyaEJy=Kx@6xvuHwD^5)i6CiCo$$L(k|&a}NC
zrPHXb3ldq+6u7MBI%W#NVL($)QqXy^1bn_2qPI(ku<0SiK=)#pwNs`rh{6!<=e$cg
zj<f#lO$%z(X?|Unm3S9B>Iu{Cx}%Yz_1BMUN(8Tun0(S(cG-TnBp~%p+$T4&$CdZI
zy<2u4&tIP1PQLB9hD3>1F&)d@>b{CPtKJgwP`*iP*;qF|i(+aR`uEvv(J=F`(8A)%
zwCYX=R_RaYd)eO&JI+FP)8@<hP47(ZeYv5G7(|I<D_qaP$-YMTJYN_{htyJOI6f|3
zGRQemGWrv@w$i`yQ~5_<f8b0%5U99j3P#qdVmg{KsqP)$dtt6Gx8jbLPb~cM<!>S$
zxG~Z1Oo@%xJC}diHSJjOeP7*T{WIUZwz9USB%@?{bV*=B%Q}uScgCJBTQNHAv7+K8
zz-ia9z1};5c$q@9)}qA+0s((~r^Q{HC#ml1t03XDNjUIy3I<eWnZYKiuodz+)-5JJ
zAcn?6h;rlts~Ul*J^;Vo8i4?p&@*oe$R#sB-f-qx2j_i8WSBIFjD|pyF9Q$F5$tYD
z?rX``36$5m6Uw9|ARJ?!HL`L+LV<@`t1w9o8VkHk;Yel#C3|AN6#yIK=KwP&X!YeX
z;xQKifw=q~n31Rp@tFrz9KHsTWIfDf@SQKcX?p;5m9(<x&!E39vB0*5B&l0Voq{t8
za^`{8nX5Vej_McP6U*EaAjQxLQNoLc96JTjzh|O6m;s*Ktieo{<m`k`kx}k_On}8W
zSRCMAfU5G3U&j@H+@pZ0jS)y(okIwX@3Dqm?L*lWU@QFo2pLHrLgfWuhZxjSP=Qt_
z<WHb5ttVMBBTaH5G$A$Cbd7EOsLq;sk%io#%RE`noFc4*r9yTqyptt1Dd49UYK}E(
zlNqIM`GjlK3|9_q#Kb<?*%!y}M2{kSN+Z)-w|tz#_r>cwi=Y-6!;h~dZvqKcDZfU+
zWYu9>2n7*Ia-H(;4_Pez!L-a$9_7J|ta${AwkQEQdfEr-mjoQQ!kqAk8FokVtQ<U!
z5x75Mtr+@LOr{+hM8-)3mIaYP+ach<Lt)9^DZZ?N>>*u&7I}o~nQ8=}w$N;6^KESY
zJM2Gq*l+IW!5n~^FBlC2WFMqorD$3G5$^bAP*9s0p2ZZc7StF-24JYu;zTUZSO;D;
zala6M_6#If8z3tqC1v)IG=vBe83B$A`5GJ^8XO*hyAOqgJPzrKnZiIB$S4?q1H>Oa
zZ0tMKBPy=oPzw1j#mB30%SSWi{^L>pUza*lmRL2_e?E!Y1+UTI5h+b)8N}zrG5^cv
z>e<>6skcrmo$nms=08nNM8Gu4@c_V2Npg?Xj}I^o{_TKp5wUzuj00g4S0sc?O9x~w
zuKspl6Am4px5u$$=lD-r_>rd5HQq;zg5A8fW7Lcn*MFZ-zJ)5=??2dKnK209*Qxb6
zffqn6Hd#;WkUoRVA5mca5XuB@Q<r+`-#~*d{LX^?-?;XasYjhiDwGJ+0CS|q2W)PJ
zk|ZNKlz<+yzWn18P&x22{Rsdxf0X|J$@%?-4zM5cvH78)u>rQ3Cs<PI|Lsba1ED!&
zXf0_#7~&`z*dnI>02?<eKHf-Gtu%{WcQl3*__`ytXY54n1X7(H!X$Pqa%3)&Sg4FZ
z^UEHp5k6A4Mk1EKN`AH6xF{&lWrqm~$dFCm;%CEWgGfaV;gL#)^<~Oh-^g2D1=(B&
zSX~C>-2~8Lq%>~Pni%w%jHE3FG@*s@8?Qo8`7;*y^MR;HE}KZBp5s`uYOu+J%*wk+
zs)O6IKu}Pg1uOsb5y|)W9TEDEbY9G-a)@$;4t-?}$>8VjW!52oZ4;>3vPby^bhbwN
z5bZYsT^R8TLBeo8ZDk5m+i3rV2E(ZTJMJ6bLjh|{+8UE!J47XrsZ$x|E7WRF%nD_^
z!s2R9e|_ZPMG7mu)@mGL_u@tQQe7)$v@ZX?Gt=g34tfYbU|K4NT@!H@g|Z1ALl`lK
z{{-*N*Y&-Nv;D;H`MlN$EZ1doDz_sy*+u>LU&Y`4EB|@DzjO2V)~5J=$!1AWX}PCK
zMXi40qb#XfZEIwM?gD$CG^yYv&bk~~kx9eH69}cdUgc>9coA;$e)5%@_1R#_HIBkv
z$YqeW=gHCt{D9Bs%JXuH2h`ql_%H3F;vV2ATk<CN$%_N7X%`{4U2u&1ed`gyNvoxW
zX+ReW5Wjr9m&Wq!f|u+4$1f+Z4in}$OC_SBvD=QA&Cpx4vKr>~Dwe7fT5DD>Xp#u*
z!mMY0)IbCoQg%d}UO0Xhx(=dw{n2}M^uVo@7wLGj#eOk-d*1avy~Xtc&LnX;*1+q1
zw)`G>zgBX8wf6_^^We*7vKrIv?W#QTW^2Et@qUA8@yl($kjeF6|FF;LUaGuXX^YS8
z3YYFslgswN$)?&X&yCBm{0Q;SF833+4MY1gUiR-?zgW8f<?b7I=XFEfg@5ZS@_s}I
zhDKitbV9!WY@7ME@Iz{aY43yVUuzqm>{k$4=@OBm8C+lHY$6hAW6|RA@2ygnZC9Ti
z@S-&#xzG{HWxki9$ELY$X|tyNB{g)r&!!y}YsE39Rt^RMf7H`r4AN2!;!`!^Wxtj1
z{vM^aDoEW{vZ)7wEO_bPIW<UHE5{j}k%zsu{0lw-K&!acoHglV#i&=nqE}Z3>@V9^
z!-1=l+geIqziDFI`5KTbUK9XKIndvZfbD5W=;5(Kvn-b$_|g}U(E<+9jUaJjOy40f
z^V2WT$4>52_T)V4OhCO>Gwy#XV!m^!C#e4#QxJ5(b$5w?aFGWk)?K5B$10VqWh;#b
z#P2#u18_AEc!Pf9j~YN2zfLxSdsua^40YkiGwgd9U)UAbrR2`pfAd%^aFRpZXT&0|
zq_>r>{E7{TnE{zC5cZ{uE6{mz{JPopb#zVcQ?chSnx?N&;y5bJw3Sw5m?$A#%Ou`D
zLyo?At=I-VOI!?KYgL)8zyJ}%4<;qv$kbKee$*<}4spZ_;mBpJ06@_F#Ac?S=Tz%0
zgUdV`r%-c$c<4-AZ1H5kXn6jeFvp^Mb<vKk^3k2BSggWcLGPk*#4&cMSB0=mGt7Ag
zXkgFzn*2HYYUYpEpk6bz04e{wp5rQux}-n!XA0GJ!kQvr3LcW53zUjAug7!ATz>@Y
z+ezkAM`ZTj2#iYu70qOD6`IZA_*rYN{mKbE&54K#rCIg5+?vkuH{Zt$q9$yI3u<yF
zrbmqm=uRI{zm3tK4c(KJuL!C}zW{`L=i~VAl~VOhV#-Pe#$q2$Sc&Y6(rZ8Ed1)o5
zYL!+xWN%w#RVC_NuXOC8d~&UPg0JL65EkwiFx??LZP7Iy(<L(YM5HoT<ix65b-jC#
zs&4j&il^Pc4d=;4+y)QLIz8urh?b?eQHp2PxJ%=l*N++3zw3?TMovwY<ea2w58wIt
z{5XlbY8DcNv@}^@Qr`lFaI&DIw!13`<XK}4@*vf_^5cG*6sQ8=Dr7d#GULOV&TK?~
zsQuDr_*f{69RT?dmp@aa=Jq#b*EMw)J)XW>44+&U9Xk-6Fz{?Fyms{Na#H<WO0@ac
zd>8%rV_(Y4q+~%XT$Z=9R_ed<Ic85ob($LWf$q)FJ4tSQWj{cobm(UQoRTs=<zwq!
z(!MM+4#x$>N8twtP8KY`e1BOYD%oH>9>=+jJ@}2(Pnq)Y8stMetfRKMvvHy+WH?qM
zCg4W3vB&lMmAbX4k(q?#Rgm=|gi7t~@7$vTB#`d-Dy=Lx+y9)QZ0K`S^T-Xg7Q!Bo
zz|Ml9!4S6y<WHL&q5jJIPmasZQm{J;aOY78Qh3<`<*QGt6^zz1#6CL9#X+`sZ6z03
z;&%VaM!*mfP>drc`F+ow&wB4757XVwN*g@&@!c}*b&y&seDAx|eYx=EsL`U|_JK{F
zX!`j>l%zJImGUbwLjmkBp_XXzUoxAF9c&_|R;eYTXvl~4O(<N;Xsft!O53}zVZ%vn
zpXvuD6KJ9@UoKqk7JIDfCZC+n_&$J;2Erzmmb~L-2K2%|bW2M=KwnHa$1n`Pu0kPe
z;WI!F-Md3b+8Y{E#sjHM9PJw{9A1x4OL*l$$@5e~^?lfIBRtH=p7^3E+|Wiu+e%bB
z(XF2IpGw@e(dWA>x)VHK=r3w;inwN?+fVULcg2n9tg4RJ9hqpYUb6gUTeF!X7IkQ1
ze*e#59Xj6eD3)N4{xi0l5}nP|^DNJ|xfh;&>AOW<W*OJHnKQcbMrDygjW4G$=PI)e
zCk+3x(Ob8Uh5v9=?t>7pYEti?;VjTq2T+CE#)aq8{|wpoC}6*Q3NfLdzV7<7pYDeg
zu3o+9am5@=MJzJTV&kq%%GV&B+#hKn+;2OQ8#Z;Wg19Z*gd*n*=$o5`T|Ru;>dVVi
zCibJ*AQ&EekdpXF{FRuylk4H-z*6)!$}a}zru)V%{M_Nu&b0VQ)5xUA#I)#~(c)X(
z38MpM=)-sV2H}#0<BB<U(RxoQ``W}ayr5C;g#HT5Y(!ElZ=!l-%@fr*Hcs#qe=B|}
zzZc?UVP&P=c*|!t=7)cbI_HAVl=;YBoZx^YgO)@VqRP%SO?EEw-vHUD;Ft6uViB_j
z{C+@e>yE+UpB+cN5u(hO=<^_rSl#&M$rVz3>F~<?;&UTD*oXNxJ(=kfFqLKBB-{`z
zvb*lDK6%tw)Yaf=G1$c2Xy<&{AYqx#y@foB^n%|n`7nL6A^dwk;pQ{JaCn9HWscF_
zW$1$C!QyUv<l;*Ajp5%T2o|K38KZpMGAn*b6bd~0g+}1+oG{@C!?uV=W)Z-uMAtl3
z_gg3rp)&7NE}mQ+6M?@b6~Bx+u4uf~evvNjGd73`U!C@jH~slNYe6B@(^DEAY0UUY
zR7lj(Dd%F#aT3*5{p!DdbJI)Nj&{Vn3UW~9W0#|@;zv(O&#+$=%q`WT`Bkig2P5lA
z+7IhS$5l{lFZD~qDT*wBO^hFq^bcO^V}1kujy!U|$AKJ4lju^%JPXTR@nc#_AAujv
zg|HK`VB?!PDt?PQ`VGWch*%WK5)=ZU;J*KwkS6Evn0X{sf2JW7#=D;EOsb)I1Q%k2
z87A(bGz53p0DpoDA^;#?g|HwVa2AXlNEDf)WGn<o+k3OE&7xSqVY>fm>4>C!17IjS
z@K?=NZt~+$Sx^l+D!4Ca#i_s#3ojFa_a--1y9goKi;y&B@Tbo5hZ19lLw5oxmmVCv
zc$l#%iSq&CFKwGtevW-4Elm_fm`l9w*Z4XN^}gs0*N?&i%2q~>D<Bi`gvpZc5IxYC
zVaLQOD<g5a@*h!p3egFnO=i+bfJ3iZpA+e#H^J`0_vQ@uQL)ic;0KQa-5uGsfN&3R
zv}C%6mW1PhB%f$dJkWpWlNr{%Ok)fXI?^g0UiNZQ_B!TXq>ZADIbPV4EaX$2QVlXB
zZVSxOQ(d&l!J*@9-}Ggj!qgq`L2U_}$CT4XU*xjpqF~A)K_=LBoN_#o@yaY#?cj&J
zM)CA=oG>XxJY1DFu#P`A3jB?LpbrNp7aK+H8Wl{%YKec8C@Ccu6->rqy)@an+`n{K
z;`k&y`*^e9R)kK)SIF)jOW68H4gpspGZc?YYlt-Nr}UE)b)Z072-T`j>-8EMNzrTN
zTx;(t5EeIJ&c^SHC|}u55%xe7BVn>Iou^<rF?2Uk51%&}_c3M5#e+-(SOysV@aqu=
zSPCYUfoGlz22lZ#RSrcxJ&q7vX@6ONP!KrG-#<uJ)?Z#eut!F|vs<RKs~%?;D*T*{
zQ(TmjMO2hUluaPX4yEulR5c=WUA`+cYlW5UQ|O_)s-BmUf|Q4&xvRQ{gZfXAsP~XH
z5uD2>_GS+>M+c(LM&hzvCY~`vi78R0<e;`=z=A^|e#bnq%0zNA6=+3j4fj`l@)`c9
za=@tvIHLiRSu|+6!=H<P&&<LXvDcn~p873^CyB-d;ZUP-^DWBHW`(c!>5UwSeRD~F
z#$5(+(+^sMpQ8253z?0<lApl;oG1zdzsuvHn2F3^`kQj*^Aq)25Vg<Zp@__5B`I;=
z3Vg+tQlXMmfBRph8bTf<8GrzMz~K7r1D8K|Z%MG9iOnyUk&*4YNKm;w#`T+20#Ro@
zT-AY25u=!K1WdQn=axdk;*I2$OLLvy`yxhkG!&J8oT~jeRP(<?1YeRPfsEZJ*}Egz
zs!J(yc5cQMV&=UnVKD~s_t_0p{xy`KBId0qJ>m|A=a0KpB8T$jlWo->ki9#N>^*`E
zpA+{V6AzveW8+0{(AXamzdj>YIwA&vGcO>clD4$m4CDo7xIdT&5L9f4-z4gMK)u9c
zn{q3XYRV3DZZP&|C_Rr~Oy^RkW}Ask^+$ys;_*gP4pOoJ&5z%s6oLt4mx$`Ya<yWV
zL8kt1q#Yd<gZ$Mq$E3?2-~;u5oG^fD72Z~cH3uPm|Ix*eVmrD2iEPt*)Ca$Wf-$Xi
zJU)kBc3qFpiX`45`xT{NrmK`Kl1t1`;a0T9gUh$C|E`){SI+5Qm7WGNeQWB`*d8|}
z9{wh0Q}VkH&nGLphD+%7gKq74ZR4h26NIfTyW+jP0S1imHAY9671OLi7hTiug^W#s
ztJ-DTZu&_I6XxqH#iy9sgl)x14DP~V$^Gf-LEJ?M;4w)uLA_+x)y{}oq&t56=suRo
zIovDb^=JhR+Omu8)d5pMOZ=m|!cQ#?cj>^heLh6(^8NkEzl<AT09ygBUKDEHL=^Tp
z4bOKx&*7$zal>W*6JD@FUkDNajcrLtVE@no!fXd!VoSt0V&2H(J{KlS$(UN=bFhqk
z#{UMAJW3~P7N0p3KdZli<;1tB-(XRGwWPJV-GwS@U^`$;LLQw~*YN!FzTaqz{FjOu
zbf&pqjY~FZz8YX+Y&zV$FuB^52h=3LJCMG}%e_>j*ZF}^i_gWs^yZVZp2+6wrRDSm
z@00!-<Ez1bh=iBp#h>{{WhO1BqwCJYCc@tL10fCU5p$wH?~jj5pNk1Hy-k@GdR6b8
z^RckSqO|DU&xx0Rjc_i_YMZ?Zn!geiL&oFIb*Mha(YVCU7={(A4q-ez9a5j<v%xDz
zOK7n8a<rww0m+u_X9Otv0ZoBlJAt7C1xdeSlBDVjsx=|%?{xHE9P|2#yjULbkibE3
z;>*kzT)8ilO}=f1mvTt2s%VOmI1#8cWZ)a;s2@w(|IPB^E4=)oWSoXhVBh?9s6u4i
zjFt!Et`LN2VC|V{6Z@lq)NUT-j5bS<0Z9k1!kjDsb!hR)f}WvTc~+(0;5g#B;rRz4
z0Q94h?{62R^%0+|FNNiL#S=i@M6c1zi^{Mzqb%&C&8>x^F<84aL~Fu3AYvv~kR_yu
zrQE~gk-b3lTQ=9;CkHV9sO#?1sF^irh&EeAZzuKBy&Y^2^NTRNSY)~KGTl=3616NN
z#+M{JxHF8Y&-6IJz@RW%@(O32>Bj^)nyJ$l&_TBTv3sC>2mA06P<&m7KOJ8SQ<NW4
zF<UVDbeBhdlJ^bMMLuT!=|Dq~=hB}$_seYG2{4Nt`B}6SEtxi*I7%-^ceiJ&%Jw9M
zskKgy&MFPN#-{%(t)DY-bI#cwvb=d-IY0bi2U$LXM3!D0Xidhob!#%j1<{3NNSGVG
zTZkuL)p#>xZg$RQbM7Viw~E`lJw-IWjOk_D7SUj^A`aJg@qyqsufAn7_Gysj^qWaY
znS|!Z^B#<biZauw1nJDhvFxhqLe{qAkH<cR%D=fYs`JjwbIdHYUC<WL)O}&RN?-c(
zBHmC`>DVCbtLo6+HClzHGkU>P?fuV32K0sdc!8ug9`a^#o@R1}W^yqdOF#3plB=xb
ztlq@WB|ha+NT9atO-T%Gw+B?OhVl7j)p<g~&NE6U4O|~^ehn>)ZYq>GS5=$l^a&a{
zFg|@A9-r9Vf6Uf@oY$}FOqCbFd7=?+^=RPE){&=y{-)>yLEm7Ik_tiC2`S~K6e;y4
z<I`cdvDK?pbiCi_?)(H_2o@L2y1~S75BYw#cXqaCVfy9K-NH5`VN*i19H=UJhD*}r
zUi<#~Y@dRchjcN0zv0!wmj{G09n+=tn)@%=XWzg6Jf3z?EQYg}nZN9%w%WCjr`$A{
z;E}}RDwMiwFFa<9{Q2u#!D9Wc9;lQz3@tf{XjF9m8~g_gH;eu4SYjw{mUbC1xW@@b
z5dj~+89~b$(!YYsjis}w1ZyALjvO+d(E$qvW`qRHXXH4k3PYWmp~}0bK<4%+Czwfq
z>X1CrvZ%-TMNHj{evD5{S9w=jg&)wOkg&n<Y#0vk34q&}<_NemXYc23lNR{8dpF+<
zs(OF?$mnjfJK{MjCo#o;esu7A_<Rt<$O!|ZE{}Uhk&N>|K8wA&;~5F3j3j~vAdb&{
z@Tj1hx|{%@as+`vCnF@A>q0M=cl(3xUAIScX-F~Kd(H5ancIL#_+E;KXaCf0m^AO;
z1zc#%8A-<p6D=g8g;8XrFDt2WS0P$qB<j%Jz$`L=PFsJb^$N?=HxI1$jtl3?v9zh(
zkLd@`XI+znLTrrhI>Z~;O}(wbf8+ppx$w}TUT73Epx1wUR80`GpTS_9vhDFHZ#Jfs
z20#yZJ7sPvS4%FI&4GrRT>PY<p0$p_($Gh#y^N+CT@&YkS3JQmg@%sMr$8{ZfG>?B
zXqviPbG`dHRh>=I@eqqYUuuy6wvX>~wODHgZY8*psqmJ9i0PO#>5L|+m_{TuZ3I<b
zD#wtpcGBlOae^?I-7(K(V%f_n2SKqkJMP9YV~mT<@7sf)1Wi=Dr@BofMCMg@;YZy;
zn%t2H$$`&OG@YKrul{}9!NWUR-atjx)Dm`nboBstroCf@dS-&#m0^N)gq@j#fEY%+
z{x-})OadN=3ph6^QJ1H^)sdfYyEoh}c$=HtfLKeJeY(fH+0GMymi+jzq4I^7^VrCl
zs-G?mKJPHZC}kH8pG3M=-=Esw7bc=8p5ye`-~&n&G#PCSj%PIDv;+CKhU9|h)J^sC
zFVY%8*9JQSPNnxL5i1z+_ttU_c1nSAsXx?hb2WbH6;rky601W&z_waX7a{4dmlGQt
zM;@X?1hnu10cBeh^u!(0nbZ0G`_|!Mc`LB@^7TDe*+O1U01_5;TyzArxvDrd$Ospo
z(qAZt2K^%h%X5hhxP2f#e_pBX2)snie3D@hzKc&)P@BR(qW@&<jCGyvc-%9$`R}w6
ze!meHsi1F@zL2zeSaG8Q#y!K=v#A@Rl5l-+Ka_CAc-M9-^966nfa|yn`Q05d?>1cd
zIN|!iyyI1qLdQk@;i{YI>MeKLd`@%E0aE||Xc()<WiSDOyH@tY*K~8y)KlJc>Z9{s
z4SG*VYJZZ2Ue}z6hh3DHD3rIapJ%Ix$GU+>Ke;U4Wv*bmX+qqk;r;1QYv=s(Z?Wtc
zweW0Ytth|8JFl%h+xy?Z!Am;zhG5pU45%C%K<vwWTz7PP_fg(VKDh~~AJKjPj7!;#
za!Zx^vvt~B)RR%VZ&Wkxzzj7A5yumR128>+{hPN*A+B&Bhkz*-3)NbD4sql!L&CVB
z2Q0zvQh;IW5*jQl1v3YnBCJ*^Vre|VtlCB_{>PB=@y;i9-k?iKnua$ca9fL&&ry1(
zK=z5_KZ9g0Ov7S%MEpPZAlari5Y+~7C3-WHH_+c9SHDB7X@jtd(8-qTY!(ciO5g0o
zzxt(<;0O=}G_o+K14l9!$=Fg2=r^U@Dy1h+h(IIg#y|wvoEafmV5CQo*`4F-tS*F@
zz`@ObYf7h~efHGxVJ&Mb;TP^c0{w6~osxLn!nL>q^;F0)(UU%cVsFG1j5`|T6-BAY
zAE3eC84`^^NKj%i0vQm16HoMFb`^qO_7Pl&E(N{3V@^y?jZH}eUot;^#mpamN#GvH
zfAr~T+Scl-!ki{wRmGo~?;OFCfSXy`1<3Syt5_<L#KUP<vc^{CFPWc{^)anD*Qv`8
zn)LV@D@`%Op857jG2)3wfd~=cLg}v+VOE0CbE>e*V{uwkTbvDB-{=Uu*X5Jb=dVU&
z+%a-}GGqci-@iU$>mUkNm$eUO5tU(l_$(3}AB6W?ItrnHgYyI%#p0UbOVw+GN2HI<
zVvXfBZ`kMmIE@~UL5WeAlWv88n;UBtLYR}4hgZ1O#wiyZ`Y`kkMaB6T7sLhQ19UKY
zy@b?`=*tv@1iNp~#^IDbWAbmSpWkTrWJK9fjI{rl6#jE%ycorkT$TAF934pk{vLpR
z*QN@i1^)5WqyHFIfOW*B0L-AKwoq+c$){j{=o)ehCI#zdX_w|FGs}!#&U`~=_U8=(
z)^1@gjykiAf*>BZXR&l-XR%~OA!L|Q3c;a@p`q)tT||#9y2w5qAG&|mYm{JR<`(AX
z;`l=wYfrRhfa8vbjbVu|4`p`9>aX7pHLJHvDox9Lzp*ug7w8aOXkxxy1GEKkLyKeg
zpQUJ55Gy^>>x7p>;p+b_qJLvYV0Q!-Yd~-G3U9s_{iJ!sO5!Q<F6tF+heJdp8qk11
z`~mdWuqCx*u}!fJH^&|_BHj3(gK>~rkUV(s*-L*7Xe2L9A}5f!;tUqqLjw`P!jz-m
zFO)?FH4u4v!lZsKk}y;TNSgmI6#RqO+=>H#pbK`y8Ejk+9rb$)MKcCwc&Z{~igh3S
z8CueOXK@G^H_J)e8LFT!N`+MK=Gc&0P%yLYoQLS7?B-u))Y9LP+6i@n<<}Z<aL!<*
z8nglsr{l~u#*+-=&10vGrX2kv^?#zc*_Uw>CW*J47AC3MgCIkhbxt#@C={n+vs)CO
z+7iF&QwbCJ!*YUo>~z}^?qeq6lNpN!{0FZuh~>b`YEs04BWTU-s0>QED8_b@Q8Uo5
z0mOsnhzDklS|kzQ+5$Nga!4YA+sODpwWq!^Zo-$3RQ*is$mzt=s@s{(xA*ku1{zT1
zSxuSGvlWAbO=U)b(?esXuncW@Gr8z1%66<PAh4sx230$S2v?a~IpDdLtlB6Dm){Bd
zWDFfKL(@9K(iX7(ZEB=P7OTxszIDUtIcb{>LPV*}yUVP~uM+G8=Ug~)mbzm)0=eLS
zGH11gu0KrH{eS$r-N|lRJKXKV_7IZ!Bm{>JAff~RHOzenBrcb5zy>8T%%zrhF^G9y
z>Qz?b|1Tgthq8IUWZm;sWEp%rsf9{Jd>I5kF#hsy6LJVCLR$T$!$**|Tn2r<Cq*Va
ze|4j{1d%ux^A+FD_qk(m0saDj>(y2Ov>6+NQ$U!-^ScoU4gdul0JQ(28XyToS)zdZ
zGf6NJi6TiPWmng`%SMvAak~-i??02nikl{6DF(HZ>y5;M3`k#--<LbDEMx{Gy#9#1
z={pWmW4PP9n_g^jKMR}uhgseyxW7H<N8T;{YVkP*^dcWKuCUQ}%S|oF>xIem#+!+t
z$h*@8LlX(FGodo^i)BC0kBd!LGiUw0#-bN{(=l#p^i7{=4?7OVfU#=&MT482%dEnp
z)W;hYn=zT9_f>_~wVA+w?6rpARu&-n4NCiwHRNRDS(yFn`z3)P&sG4ZrnRhtM;(93
zvmPuIm9ReHWA2Qpwv@MFcWrurvHG>Ma&&GT6lXV_lp=-j9ycMg6x)aTQ2J9|GY8Iq
zUn$4iu-_x1V_Fef0S^XnzSjG;6Ex9^F;%g|$VJJoNtdGE$Fe`NielB<==*kJX%v$Z
zh6|cu^t$y+v57x9{!Ok^Ow^o=D3GB<IsTXjB4ki9$2`E>0}2KKZ<(jG{s?th=)wj;
zrP>KjtSrn2YXRXCl|}l9ds)B%#7rYah8t3#j*`5}KwSB@{YQsFF|dtU7<uyq1214d
zGEGn}5MI;x`d<#G{IO4~o|Q(CmU(pOAUQZf^p`@p3>qNrlAUh|o@E@i0evW1z=yZ>
zC8ifYmC#IfF2{6wM@N8bBm>iyOD43#I`~xJ8M1f$bj|dtBUr?uJ?()7FBbe+tU-KV
ziLzCE?kFaAv~dt<i-Uj1g75wKc~DaE&rJj(NXh8%OmxP`tN39aXKacs_p1qGSN!IR
zg}0w8YBo5%j=YM`7F;GPotuVvNhS1X-L0!>0tJlr%HRtI%`K&-@?Ru=2BC|;$Zw>)
zviKX%{{atUN;^0fxn>s>p2VE(A*}lxw1*vE$2TDLDz=1fK<hle-%~SpUPhv|ikKV*
zU3r}fbR4MF6CHN&tq`ngMSm%st0=5?FU<5RtT3;rb1JQ{AJrB&+TAOva*IziR6b4$
z{dyK4Qrf<E-Co??KCsa~P@Od}v{GC;nldz+67emidZidYD08Nm>m?_#Ku)}tnNR3Q
zEK3zFtLq^|?t@};=4iaWNy?=0`qq0628Y6wy@J%hDqXc2o!2kop?GFYh2>x4lY9CH
zDb_c(mHLgsKm1vr0^}YwzfKX(K+r0y<JV9}Ts4l>#`;QQQ$Tl9fJlD^tWTvU123!M
z(8=?vq<IEdM5U$MA+4G>!*fwVhJlP9n7rL4JA-blB^KcKWL1d0^n24Uck@loAOEF&
z@t*Be4tsoIbMrCM?d>DGhN(%f>ITNCj>OWy=kpJ2Jd%daUYKmXuNz<Vu*%rCL(azC
zRV#a!(0C*byS_}bcV_tTW5GnXy0X2lZc5Z<IJtM2UXbou;B5X~5~<%0ZrSOq1fe%~
z*kJ!apyTSw_pXfwzU3dz`oI7ipUU4*;)UIns;Ez8#9|grRerGOgKudr`tTJ3DvkvH
z$16eG;<t?=pMS?U4@TEj^4WY;T(}b$%RI(p$Hm9IJg?-tNADoFQ2%x2bsGS#UvI*+
zti++ojrs+nE$`Z?d)t$x2E(AmMZx2vp(B%jsdw|obN?<Lqb^rQSjdAd4DWWQ00$Eb
z(B+b`1G~Fnb&=e|oNUh{MH)7FZ3t1d0A^SYTKT72j<=Ewgwj5paR7^jJCCC!lc9h2
zV-HuDBI<9LB&I~pY<H&sE{=Ej0uG<OG0nTV(@LlTtpIVfUlNlO3!+MrKtW4k^W1}%
zq^wIU^<J~gjYQ~Tz}D}H2b``c0A3Av7jhddPe@FjNlb=gA41M*g6IxNg%%#Y1Knda
zF4z4&r^yp-g*Uz!dk~M0Lv3D9Jmlq&b=&5?Tj^NwXTxSm-gE<R+pBg=*SVqQx-gAX
zNy6woFW!k`?yoJU_shA|TkKD<Fpfi3B5z}mSppY&@BUVND_+gjXIH9Ji(60O5lSoV
z#RFrbVgU3olFEwSH4pU#>#E%T&q0kXMDH`fhwBbkDOidg?x&xut1kL~r;k%kwCfV=
zPReSZ6~L0{)qYXVz2k12eB;$pbXvC%N<;9&<YB3&ch&M>NM4X;Nu>46V&blsTk|8T
zPV>beWd)eTyx{S4M8)C~>}%oTe%jqFV<d74V9BT@OwKQZ{5s+EfNq^EcsTMOCURA*
zkUH3e2}KlK!o)a-S-9(xzoA~3d46#{^so%+Zhf+qDtid=o214s9k?(_+HK*Rb#uu3
zH=y#baC;$U%)2N5CQ|i+De-{d-qF;~@r#q=zs{wDkj&IoKSQ}|8vOcvkC~v^Bo8_}
zL(YCXB4VXyY@V-OjScMLU%yv>`dOgRfaOi7KM`{;0eLinnVhqWB~FIqQj$ByZcQNA
zfK5};6dI^Luzs{+cK1n(a*vl33^o<ee?iv)xnW}L2eN9OyD%Lv0Pmz3gGH(3N6b92
zIbQ*F4m(KSSK{N<e#3(3{Hx`VSxU8ql}qG~iFcalKb=;!=HvdbpKa6!7pIT{;>HHW
zmJc0QCP#wj(^VG>!|cW4+sxvw+W$XwZFPIDi8m-BF=Y29rDlWA%L5UYPT(43`P|AB
z(CvVI54CL}GjE`FXdz#(r8jXz>AD*mI2jxINK|g1>z19&W+#3e?1taghz5Q<i<oDm
zN7}ipP+tax92Lb_B(MbzheJ~6cf~|Uy-jN^h8<@kGUK_WRg(khtO?%6+)g}hvhsc_
zo5~QeVO><jQ`0D3*_vqn)9xqG@>ev{754Izls1V8;VZ}+puF`2=a<p^ea6>yuBZ1)
z-H@q!*b{)I=m?=5AzoIbS34jy091C8@kX-Zok0ko$VH=*jniEB5ZG#JdkGN!#}?TE
zXJ%7#ieG8sZSeo>=V36w`)2b*hY1HI8mw2~clZYS>EQ?{`g>GdEEWZIIhf_QCNB0{
zsEp(qJ9}cx8_7%7KkZ$`Kw7O#z4ZdHd*i-gqe$p~LPfNNj?&6RM@jnfAi(~<52-^9
zGzi}0pXh-LJoFe^A)iHSX<G@EBovA!++W3U>Iaac_uAwo)Gs9i$9U8wf{CBd0uH)6
z>^5J@BVd38Du~Q8ZI1Eax}Ev0(h<H1kC!|wC=b7SkuwhWu5V!ZC~R0~A{B-djP{wt
zk5Md8i96soeg_cH6f1sd)&-|E&mLRBf_EZLq^-^EUCmSYA2z#U%f_m|BwQ?C>Ttl$
zS25zq@BX5Ys!^!P!VUWrY(-i@Pw21iu-vaAUKh<Ztn@9Hy_e)j06-5P>&o?8MhkqZ
zRe`dt0v5+OcK^OrsWpD);{rgsu`H<olk&4{Lw#$-dV}!w^&@i<HW!p{U+LAe7omu7
zchYi+ND91^3?e+mZQ(1;#4Frxvpa-*Reu5nTNiw#;<O4-n#yEx1z!@7vFmjbk~@L$
zXls2Ud<Qow^}X1h4%@UwkG107X9(ZJU{Ee1P`6pJ8jLp6MGoxG5gf<sp-I#(4U-ZE
zphGCR3>ml#4JOUJqoJcCA#C%<4U&}d>*$aI<|&rPQrRrh+1XOr*&TduzH@X!%%aK6
zq8&hFA>7cTX#S9B{<&T~Ny}mmme<sb`9$H90j#uW3IQ~^GbrX56vK@zE*50cORgo*
z`M^b=U6o%(SCtIJuRJ;Q+$9-kR~%6KL;+r5a)p8<F@D&mpf<?68<FogY4mG343>{z
zGLp5*%<=m8YK^(j!_{{;!n7u!isaN#S*W}8Q>YpZu0C)=b?tlI2ZsS4vV57jp|ipU
zz}|6M0ajfOvjbvbUJ1%7zb4_p2JR4YLISvxg-}4Y@#{At127Yazw4XYH<fZz4t&mF
zetc%A%Wp6trKCDD6m91Z)daYZTUKw9H%!t~%A+07Qc_8>92jVpS$qP@K!QyOC^U%t
zGfoWWfiLfV|EZ@(YNR&Y#rRd~X4Z)v|C|9`+!~#MQ#jJ;7d#h64nPMxF!DY^e~#QI
z2&FAT1Pp*0xltOx2)1<qY@6^cO`qZtrga2!nRbdKYMB$$R*=elO=bL$EwBGBn%W>I
zkvjSxlfyBj{|o|P;TxAh);B=_e`q;6_d5g6X2fr7yX_sxSJcB;rEl%H#AM(<{5Vxm
zeEE*0f`|4?P$GN+PIH-4EQwcqiA3D6=@?czf^Q1n5HK0>aGVevGD&h}i#lnWuF*sQ
zSGP4~rhW4QC{7axrbtN>MPWZieCBl^spCKFluL}hUM+7%`jXMI(zAsVz2rx6YGA!<
zZM`fBts!mSO#YMh5z)b}c2QxmbHaJl!IeJSbbd1{WL>D%zd-n{d@x+|F~9p_n$g`-
z9b`eQayj%Oc&BBvZ-!vy%CzO$v~&_KF1WuUzZ4YC3B!^trVBlyVEA)4DRKWkebWSk
z6E5osvbb!!Kc#3gY%W5=T6h;d%rGCW6)}FB8%xyu?-yk6Yi^hd%0i1Vg^QQGnBf+`
z1E95je);MW$$>l+nJQWPqI@57Zxmya+jHUTeIo+@d5@AN*l9JFwtYrTXiGqnigSq#
zq?#}Qy&Se3l&ZD#q#T2K2<;~Q`hak?V=ZhgM=L~FH=A?d#kj%AOg|C+t`d+7iT9v$
zeejDhX-~9L*!{z1=U9+nlauwP*d(B5+?@KDE_Q##C3Lqtn16qhN(1yc7Xh=@S(${#
zNm;r$hOXNfbDi2EeFgj+YrL2U`iI%R4Kfk;+OO12yI*Q+3UYI3_P9NErWsmz^<}Sn
z87JX<U!u}tH@d5?Nz=kG=q8iJvp)M><1e48LRaviwD-C%ajW!|ZxM+AxPy16|K`1N
zLs6(`AMuP519w-oT>iAxa8bpY*1ApIEl@nT#MB4Gj!%jPryWrSMPxkFdQpoqzX|f|
z+RV_-SnyUnPSr%mt5JICPdY^91U90+1gdRH<L6qr+Pp8{XYON9OE=5eYGix$Y9D_k
za)@{)Vwe=mt;nkAYZbxzheNe5E(?v=@x?`-!h5fRnSA9GVpI>+1WNV0D|@d516oN}
z`C_FAIKe{x2uy~|y*ePQp?qnYh?9smBYV;YBdNr)F;j1gX_paRWKjy_e+Yn&XOK(3
zoE@|ICqRt~8IW=pz@DS;#9<Eh$~f%kI}AJfuY}!CoAak+E4-K0HIZ`V98v(Y)Y@|r
z>10dLw-PAQvWr$4Bq#hIN9P^Q_S=SWA|z%)ttt|uwMT2#N~}_}MisS-)@<!nBVt!k
zd(|#VZKc%Svuf|!d)D6K{r=uR9p~gYc%J9J?(4ok*OPD)FDwFbi#HDN)K?~DWcLZw
zmZE6Q;i$Opxf=-KxkHF2-vLad9W|O?cAG_;M`P7~qW|<oSY-#&UR~GK()vpIqAiJr
z!{j$@3a!fTPjANgXnyk1jPtFo@x2kuXa%3Y_6qW}jCWO!@cC7;fR-Q1>Re*$zpn(q
zC#vF@?YX3fblko-FkZJk7B?d`kwaM3Jf8kwS#dPyG9dKBr_9?X`)Es}Z}ZPqz=>iV
zH?L|?=PTRG@cZw2?UH_XsU?wp{l(Sxcsh%*-}L7P<URHP8$l&$C{Gmc{WyYS`Wz#!
znCEHvMr?l8bi2R<!Wspe)wqhv+vyu5V|dZU`|8E>5xbA?vML-3N?dGTjQ#vMUHq=<
z%Z%;1LE$%sJ|)8rpD{uvn(^_9>%5ryOMtlk^u14cc|rT6zKxxLkX!t!n{HBV?;;(l
zI#;~z&wEZG>(p0HKV&UN55hmlz7OjLowwwaI#`UwuT*Q(9pig#*cvnZo01r7vURgs
zKW+xRn11<p&PF8%c@>M(tt})57;Bs<aXT1pRxvHQ?)3gW|LlmdXJ*3|G+Ev8_e<~m
z-twlu71fiK_n-=n%%e<<!R9yoT^9*Ug+?^hkgdJXA`ODGxGnFqdtW}xPfP7vU3Fj8
zaiH|mFFZUGI75SAiF9-G)%&L<Q(_BOo2uq#mJoaOV`Ic-z3`x0R_TeM{r1#c!jFa;
zr>v&kL-bWuR-|nJQ(3*lr0=h$T~@=)!c7aWo9Mi))!GUsnm@U$+u_pgQYhzctBw9q
z*IeuA7ccofD8@b?&x~*NBEAVoL|Y94j}x#>mj)dU&7uy>)FfRL+tQE`-n{7lAgdad
z$@g;fHQYT{)k|oVV5)bK@g!eUDEeF4qs_O6FKBs#?|WVT^e-|}?DWa?g!CT0KJO^!
z-Y(F;`bD&!n-H`8-@cozBd)_?#5oR=WasrJZ@Fr!L~PBA`TdqxrSSe<Le^Pzq<5wH
z&dBVGrYSLbpu~s0zg!Z8hxQ9X1GM0SgtB9@*ZA8=x9iPOes;KJ6xxFa+1ThE#TnX$
zX#zbyJjrdt)Ol=_(oy)j;+jqV@ZBC9&!JNP5}H$+;yS*0t)u=vzWFnLAeQ*Vcvkp)
z$#C8|@V~vLhJ(`?Ha=jj%MWe%uk;%=z|?D&Gu+HVg82(<plFKE1Kr5OtV1nb8V};{
zr}!oKB_t(qC-Y3)8v5qN24d?Uh1lPF)`11I1CiBIVne~W*R^*h+xpnsQ7)~?1L~D6
zc+n6ZT#IXU)9G`Qlij)R2D9;l7kGz@Dm;<3HIspBi{1gd-T^0u4JUSK7cLQ-><b|k
zJ8T_ymBNNU)4pNk`6HznL%4tsI$YGYrbv}CPW7yeibGAlI5jxA;*;pcFT`c?5ni`Z
zhAdjiPCrD#gEl#`pxNw4YOhXzkt_#&uU8eh(9I-mebX>xS~s>*GqUAf+i*TrQnBvE
zW5P<ZB%%!mcEx6x``zk=J}bfzyr({up8K)IZB27BVKnf%2bgNFutQje{C~-GCOh-T
z9k`AG7_YCR)lp(d0S*GgiZ|YYf<>UqKfcZY5Xh6S@&<FLvg1F8c_ChFbCV)RTag8c
z)z4&_T$f}nL$bb*5=_uumi|67O4*h~jd;1$t{-a;^c18ozmV?A`|w%qggJdnQg{sG
zV6)#mI(T@z-&hbWJ;El*5&Scpf|u+>?bMB|T8sc|MFi5+)-da@zW3wVW-zZb6;yhX
zD3ijBg&W!oGh<P>Pg#&l6=C@OMfb4^Ax)ZGR)WeZYjkMeYG+4>qQa9_W^)Q*lZU3u
zQHy6hR@nV^m_D*uO7NQb6DmShu9+YSg2`w`4J8Mno7aUa>_hBCqAsAL9D4s8-TpGI
z#F9tK*w+so7>TOk><!l}C+nT;)uSgmEN4hg*KYo**VGYNq)9G#Su&e+z5SSR)mZFx
zGv9-%neQpwC#b*8Si$#ZrkMIzyT)=m*>#n}^kXz#@6e}`!_J|&`deac>|O%QyH>|!
zES9-+Jx0Bzqsy(#L-cvUtU#HrWq<jV$#We0K=Tu@Suv(;mZWSJ`qP;FhjCb?QTUIH
zb=p)Kx-`wi^rxi~mQF^TR*i;3j#Z6kA7+|Q(iguFn2Ralqtxb-7@H(S+^n5e{;mub
ze8ibAOGA|EP9xlQ7~joE3|EK`3yT?|MD&EFb%*9(43E7U95yR-Pv+*XNL4Jj5Pg^M
z^mR9_E%^e1O6Mwsvjj91px%8=>W^qf?PuKrXvFMa6&n@>9NXs*fj~bRdpdA0#GVrr
zT@)JNhjCEa)PYm`B2|xJPd5-|50Qv^$2*}(3cHt2@vbwo{-fr$cNRY{5+(ZD){Ymb
z{4pYkAIj<9%pd9j!z!zFcd~|p*&aL;Bkp>=pg@NB4-AsdzQS=|FGd>dKft%(oR*0U
zyq1g3)Z^ui4pqs`)=I8X+tY#5sBpQ+`Wa**6=<;VF$P6)Vsxl}S_MUA+t%n7wTQl_
zh?`9J_fbDi_IPeCLz)~$wl+?SH}FUMptr{GYrGxVmAFun_H2-zT#ng}+I|O&>f<v|
zn}7msxfLM_E%Xh3)5dU(rUnNgYMwBk_261&uFIxTXg0`y0=0IM9!UO*%-JX4!h{Yg
zDWPxWZS1JyP#WhfpB6$=b7~CvU7kPC4}2<0Il;0h`KFciSB)MEUxI4b>i<b3+<bAF
z{tjVp2!V3=(HD)kt9^%_6^13e98ZI3;0G0>;>r9vd0`2?Y`HNG1%hg=r11|zRPM;X
zIbb=QguhZN<K@<)y~|F@K};S8hJ=D1gOu@<=$k2>#i>LMdf)cFvLn3HbXJ__TzQPg
zB(3q8cz6WaBB5WFKwFd*lE0b7{UJYwncFh3mp)7DZGO^SZnK~$@TW;xIkn6vCZvUP
zpxw`?HmZtA?+0<~ZP6o{3i=LG4>&300k(q`r#~9hk_V*w@{&C`UJQ{X1XC}>f`vBd
zzaPwnpaUHy>AwSf5hOKnpsp-92rTa(uy||Qe{*ZfC(O>tE6mBuD=sA^&dSRE=n;6|
zUR#^<0Tls1E9hEYL7Xi3Q&?mmZD@W?_eNlM(n>eIuSJodlnw*!H?oL{;P!7+w^2+<
zardI^)*Rk3HpX&sT83_I4pXF<MU|u~fbePH(~pDSV+%|yHiuAx4>j=dZ-CfIpelPU
zkbuhJ`@wY`<?9z4xziFWzw;8@N+-7vPDV>44mKv>U`p_Ms!XboV#!D}H^?uC<b(pD
zXF9D1ns7#|K=glWV#Twa<92U61HfjaBWbr84RsFo%W4xujR{Ze`pV6pJk%#j)=aQ?
z`yiPwIhiZCovgg=_g~?lxG!2M)NXYKlkZ0O)0$Sj=G>oD?1)>7zH=YA5N+7AEs19R
zS!DCpw=v`CTlifCB>mRI;16*sgU|r7H8{N@nb6B9BO34+A>bbqgXM<WqU3AuR=k%R
zS5#(6Ba<YRO{|n3v?5~+1~%)0D;NCy%VeRSUMfWKy!}fl`@9#A5Zh@X7)U-I#Rz%@
zmD8{#HPTRp6-_bc2j{bbuxM>l5I#wEI0Z3h&>%>~iW-Zg0ha_c!~OTZsGs$Jy;_rl
zW-v1P!KVTRD&Q^|YK)^$S&wfsW=v7Q=faIQ{SfqXcgaf09ssexY4{|qZ1E22EPsng
zT1AqBsTEi`p_l0%sp7Rl><N2}^6OpjYbzoZ>HtKKOBmV_41HY%uNU-#lf8$MTncNn
zIWYS3<Q}!VDB+U~B%m3@qW+LKAAEC0&O8RYD3m$s&AHI~2P`RCe#jP-+8}cWek=og
zI$5~I=_9BvQCm>Ur2MlMq~+@<SNLe{J5HiY2h)d)uLAj`9<=<pgm@9+hYUTv#Zy&7
zx*fp+2?#>0F}!no`5CjPMY9Res+YFzk+XDHMq-@#LeUuXgxnA2L2S~u_EVAbyE?f3
zE=Sy0o!1VWTcX6~)_>V`%XC{nz<W{?UT%9EaFYy`yH-)Ey!}!A<H*%F*!@qbNBp|)
zp1Q5|`5RQ?x7kDIWk}7E07m<q*6oUK@>EvAS0nQ?+ws-mdFk&zq<5N{QBh5wSA2kc
zxTa{_Es$7{9$|T{eM{~(I7M-0zbg{tBhcjXZEysKIS#*_xvVxMlOACz_1j%>whiej
zJ)htD59M?T(Tf4v@L-aK5WZWW5z}n$aL$`f+BIbPxv+gkQjarSlk0do>Th6DuS>%(
z!NNjTOn!+=MlKaD?@dGLCRpuKX3*Ws=X&=JWY0wZ>ZZ8Oq{;Vm;Gdz_@nTxWUem>L
zfV=O9^SOB$uiJkanElTJGM60T4d;ikx7foFfq%D0pRO=o=LerNe3gMk5fjhNxd<M6
zW2v*l9&=r>i2?q8#Fw<WBzhypjkG;0riT+}6Unt|Z+2-q-mL}|zaiwyy#VI%w1JrP
z-lG&%CkE0-_|~Hqu{c?igc$J8EDgFZ8T5p~EOZwkp?}Z2>jU$z+c*5#zhD3^hX#;t
zFnkhk-BadYnxqlO7_u+#ZQ*9;@zzD}iMF!7f`d)XgO{Xh_}LH4p)WUtV-%`5HOY5m
zlQOB=c?g!N@ynf>=#%X$M>+JDnC_oO28Y(0x6hSRWr%;YuOAhV-GcmS`Sai1uDJzy
zDtDlsK)A7rB?3@EAlbKlC_Q2@9+3t)krxO%Meq?3g=q#*qq67tSiim*)3$*kJ25J#
zTof22f`Z~J=Ewo;BN9QfD<GTZQGPA{A|#IQ)(;w(8UrgJAxx$Y8U_r&3y2yr=aDqY
z&UJM2*w6~;<CGeFfMK!*2}e|nRqP<|1|c*q0)Fe@@Nikcjz(?v1>FJ=@EgZ^jV#FQ
zMZ}S7%C1dDjVlxvU%zHog`B^BG%s$H^vK9GwRb{&bu;hCl^(UR9v1N_*Sc@@uEBZM
zgEKhACL(fdJ;RDuiV)L7p=2sqSb8RE_|LX}Xu>784(DCBne%JM^yQv+mZQnr*0P7+
z#U2)MuvGHMfH^9KWGdN2YeXL8-`6L%j?~fosHKmVQRu!`HGBzoEPkR_Oq&#k9pjdb
z(ANujYs|^3aRt9KoDQEe4`up27_pZ7jN0<q%as9bI)oKxhLCQ*=*#C~FT=+YDYWU_
zUaklyz7?jXw>><5`K$IYwf*pKPFSkKi}zaZ8cVX!mi%fzsW-on#BLwPs!cg6cJ3E>
zRIz9=AXr1St~$V^ORepllbL_xHV&oaeLSBV_-s1pF8@{dx7OOem|I}ZGZI4gVEh||
zPDz48azVEy=c`oRV^r=#o&qkRaxOM}q=N42Ui7O@k7qbT^Pca&uA_b}>Akp!-trH4
z^QteX;OJKm<k6kA3aYgqR0&yonUfAhtT$@!PTx2$_W!JqoXx8vaJ45FtCzIFnVQVp
z+{|Y19b+2B&pQtH>3F`H6oq3NA03!l?<`*ooxO$3CvEt6)+|54Z0GVHU7U6by(9mo
zzojlJZ!=Iinr3fbGdkq)>&K#s<??D|=O-p|y6LR}(Fr+8Fg*0+dv?cgYV!4Qx!R52
z!$uyi?;<+3ktBehk|LPPrLB3FwGAu>JR!$nc8h>j92myq_+3tM99k$BghZ&lZnY`S
zf5KBjnkcN$`&;ucf&QiBLJ0Vox|xHC)`lOy9p_`a-|&aY3?i}2l8Hgr1dp$mG@=jm
zthWln!ktAPC*F&~czisD8I6^mjn?DiUi%%w&P>6b3fo<=@6OI#rBXL9m(c$ZYY<$G
zA8~u{Mzt*(`5=>UX#kBBJ$+4x-9k2^z>07o)O$+kchFLXr4H~-%%2k6z?8_NTd5zH
zpI`7`P`}8|7fU&4F;Wt@H?Q|$BN+X(^P8n^O9+un`d)+B)X5)@t1n-ROWUZ!S^Cnj
zc{4sIf`kF=aNTL{Xn!ldCS|$MH7((0(3+VkA$~E%;4U6H?Atv!c2b4lyAK`{{u2<t
z_mEZ?2|~YFO1qi-zoWVUSwUoWW;I;rMusKUeK+1LAX?e~U@|+4y%Zy2m}6AH(sa+_
zKF~9noxolS5F}giHGE7#kd(4qM|qWtUKzS}CijlUzUjP^d%1kSr%T19nK{zmn^P^Y
z9GIvW|B<aT(#A5l?;yzLB*bPTB*gH$EsHk__Hgjp??Ap?Ka92);dTZKMQ7UOg&=xE
z#bby`Sc$ko>(56Bi7iR)4A5{GaSj>ri<uHeJJ!iu#pg+Bz}*c#&2RByV3eT}3dmqA
zT95g8rQJ*P&cE43M56)2{hK!TILzePdW5wUh~N%%2ayQ^LEClj2{kFP37$&pC7)YZ
z@3aL)pTWo)g=TKYUFNq(8r(T=2b~;qF0RW~e@9)6qDKyJonL(-LcH#YdfgNI@MT<+
z*Vd=M@TRyhfT>X4h(~_5uT7dXVD{=t5^&y>BvT+M_awHSJ&VuHYpq`@a*08+$ADRt
zX|kiNEvN)x+!}Ckn`H1ZL@`OffLtrY*1sDsaIkw-kWGGNef{6&;^xxQ*2YHrTj#sr
zPiv-Zz(PoiOXfrCV<Wk5Z90fR{HeDrR)GW#Q1Ofw1&Dt!M1J=t#m_~^RY1o;P1eD@
z=fgU>!JjnysycS4AWYxS@Eg&Iy@Z8V>3z39yTTCz<1gAEX9!e<{SD1|^4TuGK%anD
z;|5WNFX=!grJK}wG33{B!tQ&Uu9rWJ5jGhAo6>6?)!<!MuSEnujyrwPq#-)v2sWW{
z8*o6><q>aQvyzYcSA<%&5#N0+wV3$9Fx6Kr-c^|O)<dqRXY{*}r|WuOKb@^XGs^J&
zcH{7@S8mg7ujzb8%iK|b^fyS|b21mkyH?VZ^Yz1)#v8VO=XFtI214UTBBQUyNAxG(
z_E_7fl@>hZ5>W3Iz`KPvt|C}L?q@IqaH}*PdA*+-R2ye{1j9P5AV79FSt6heX5~CW
zYIsaTGVIyl#-g`=x(n>*5FTHot{`?_*9+elidLm=LJkyb;9A;re@J?jIYJT5FmWWH
z0qr>8^eAwhR}`@$1hj}H25Z3qLjUm07aMFd7{moN2?K_akg-rk|1kAzgi1_?7%LoK
z5ZZ<!<e;Gr6cjWHg(~DJ#NDTP!v=c&60TyM9+OR~F^dNW5k7defP_*O@e=Lgy@QQs
z#zIleZx&)qIdU%G@xto&`(O4tlzD5kHj`2(dE(0w2xK1NuLLN>sVJtZP(mv%WMe=E
zjXKwOilGwaf=_wX*bfMfr83tb+Bi7Rq)I9h$q$G0B0vro0Zo`n1V3i~<kS8E`Pu2v
z2d@y%#U45j>vz7$b(4krPmxm6a#H)$WNJvcznRzg7a@W>2-f<)U+bl_eKh_<1bJXe
zbMP`Ou%((S8QjFmiNr!QOLn=!O84b8dn;%JHwl!828_~KI>2)5VkB>RuoXFYuj-q4
z$8~8}*+|b4f<E*L?`f?X7yMS_o@1jFR|Tc!`g$kBO!hhwy(HdILUoaFsRAM0op#E{
zPJxj?aZAOo)cd;cu^r);uNID@YUiKq`8N@QSoAqoO)#xA>nLF3k4^25u)QK=>T2MR
zxCK>cV-mh2l~9_3niA!mPMd`u2D_4^eoE&_Gg_tY6%zV-yw;wKJutWxatB(3^hkF}
zhoq5CJx3<-yC@)2H^G50mNE>Q#J^l#cK<Q28gkN`x$7<^K;=L)f!m1}2qM{V1H^w8
z9v^smTc!)ap>#@gx*QV?&(X+yybuS)F?b1oD7t1(5o{)K4pG+?L+H9=bU&kYfw{9`
zX=4>jfrwc5q_67i102EIbOR?7jv%s~X6-y=B0O>EjjM|yPuAA`Q6GgtysW!sf#HIV
zgkT}Nm_yj~-3Ob9)^)v89JU=6ZOd3!#^#3x?r*pm56=#i8;umqz`HGLpJN4P_?uBk
z5cZp$DF_IaE`xL0*$QHTi9$mN7TV4Whq~>P@pz=<vIupMq*N>clHg$r8i!>EP*I)q
zvR}1F2cfb=XL3kT`7_xv4Z3z6Ch#5gc2mv|cb$}BSZLrgSq)l${@onaY6cei7*X3D
z7H|)XovJomHlhdq8p>j0reSRn+AS=o(9E($d<EUw02=;5Xkicu>vv-8N4PeXKgpxx
zW~bCg46N{6VT=|q_pk7<A0`i-mrJq7XA07W1HIa-HNDtpN+h5T2`08X>Rn|o<)egI
zV;3Wq<9pCOrXFwM%$tEq42#dXL#b=OP`b+2Wb;F7RjFq0N26P4L0qBYt&eG29U@=v
zvq0qp(~zbttjUp-WL*wK>U|4Al!nTjEn|b8+!E@t&T+$xijr-2hBd&Ph6`}~@$->P
zHh*eLJCwvsB1s<v2~OKowDcIFPluBMT~rMgdS<XJ5p}z<Aw-r&7EoE^_ZcFv0X$|<
znLFOp6i<;!foz8`gT+V08gMs0c-%ugP)i`nzOo7(bps5NX_!l0mb`ZtbiA6-9-T8i
zd&A5hE@u2Q%^HKvFi>&_E74~}BJ40<FL#vkGp_KC?R`4Z)UgujbtnGzO!kBoa$PsD
z{3C2z>(t_1Tt_V9gMhZOAk&#Xh!fLQ$Snfe{%2weS9W6Gg!}t1`x{q~2|u~-M`w>=
zS4@x+;YneR&EzGZyeKVh9glamn<h~^9%Q2ec{g9yZ*6b)oe{Hc85d2b6t!LMp*K6Y
zRLtVg^v&%yX1mJx95N$Qp2pMk<d)z|8!+OhJrwS*k6d7<2}CR~a^^UhwuY1Ox44-(
zojNeidOY_n@p{wPm}TZ@7{z^`l^4bJC(hcAzjv>Im$5+L%X?8iw{d$iz30!|jFS=d
zKg$0#ydZ^@*m=8NO;)=Lc;D_tC?OgTM{cTpz4!OjVRKj8ZD+TqQxMG6bz2kWU<lQC
zevUBlKKv}OcYAYmg_1ts2vOhjxxvkt)E{hd2+Vu`n_d;;PxaY6kN#xK!$Gk#|5vR1
zkyK^VH{1HLM}rzOFJ4S(zM9rC9@W>G)Y2a`jIrnH`4P9G#noRPw<b#SW@7z~>2;J=
zymgT><Tf*4IxKtT+#ewMYAnO!zW{eO)w4@TCZ!)^*vY~D;K1RyoC<9w-bHQ)it87~
zW-iYSEp);~*|>%ISb?yeGKhK7G#+u4VlFJ2gYYR8S|;-kMArY2AoC*RmOj~}vRzDN
z=g$4ZNNP_-l7{R+<0SNXdl(lenv+ynXYvxU0}wd`H2tB0?;%(Xk{4M}5XZCo{y0d!
zSs82KyBC7pw9qso(!gR0kPd(e=7T@6Mp7%;31IwsRfLcH!^lxliE%`&P5z$BA&&I)
zsGVcj#$iqnGEtD)T+%lx>uFxit!z50QVZC>9oDN&s1jyq9mf;?C<tG%BvCGB5~Xa1
z!|z2rI#?mK^2NIbSi<AietigwARzoqj{;b%)7E5Q6&O<f6d>r^yb7af8Sd41Ri&dz
zmt_+^uD2vNL)BJytm(t$7_j;A>r^eVAt2aZ=M9P*WkN0l4e<J5m%mt-<(_U)rFcjG
zGLH9wryy*c#B2`-W9+c`J<?iV+$;HSJ$zcY&V^3LdsWj!=p>PXmRW}$<~?s+=gb_Z
zwRMJ-Ra{H}GOo@D<yY&^6mr=3q=lbW&s5`TA8Wn&sGZCf|JD>19hT=11*-@av^FZs
ze-PRVd)bR_hE*{HB2vEkPcOID#;|%tILasYEE8^yy!rLxWe~(hb^RU>T}mOHfi0|Z
z^tbRAAbk%&+DPy?e^C|MCVlb!=p?=y#U8)9#qAWU=2=_oztYJXkUMG0^-z@N?$%)z
zlC`lJp3eMjJV-TL1b<Owo^v0j|5QazS@wyX>(jT+Mo&$=W`FCQtqnK+P}2Q_Flq2G
zyV=R=Fz*|&9g!FE;Ujpq&y#A;uUyzaI`)QrESE#{4M#Oi&S}D%h;eFWD{d3p0-0$|
z_u8+xoV#z;sS!oLjrgCNbc^w#DHTfIKSp^rbUWnpt_Bk4nXVX$(*3pLX&5oO_+WBk
z5a9anb22L32IG*q{^O!iAc3gKkoo3j>-^uusZY7Yg~OY}<)DMJ)6ez4>=)vP(!UTe
z>3YrZyH%y`mZiQI%6R`yYG&Lc>+7bI?#Nh4XQ9=UOK#z&ljTT|8|SBdd2n{4_pElM
zMvPEeqG(F=U(4`q<#4-5Qrqz1QN?`QN;GmM9*B=&84fee6ft|GeI%b>!>wlKZ*_l6
zyM0XmVNytngCifioEC!1Iy@%%D@}iS@6U52z58%1_3$@RCS{6y!?sGt(~jotjg=cy
zWGjdSfJ@+e_#|slnV7-Xv6g$=``uoAXY0L$;hEyqQWu>DpaASfjk4SdPM*(|UCdb>
zg)H+;qAF2Idva`o|1bZS1~U>unt*OSLm&_`s!i8U^qA88l9CmEg^`drn=n7ZaPT0X
z3*6pudK=WcNmFqO2(bj*2k(P#=A@q^fBRrOn#NG!zHX-bIJNl@4{)b}`8#_&tRHQt
z>=BbN;aA*S_1%+_EnB9%LZ+9x(>wyz(InYB0NYwwHdQDw6-XjdK$^A^!b9bRw?L4-
z5LOi#(^H44;zNC}u@j1sh)5g8k^V?-;fw6Ap#8SpKPsj|&G+yg|J^P1`ii(F=>1X_
zC;_Dp8#1_JQ0v+do!taqYk1a?1M#)jQJA21SYG%DO#z1rxzZ;Ws1!9jBY!9gjDHbD
zR~LQfM><ng3T1gJ1JSEzV<ovkrQZ}819OyOu(8_(i-l0sWISp^UWYu(b{x2P{KS(;
z6oK-WAfin?j@gmkRaSwGF#3)&NH(-)<l<mGj7lKxfjnKi>x=2)>EAOakKI!ajqSO7
z>wYZVG;Vp_R3Ru>K?j@kaHudLkmiIFywW3VABHLd{P?2hQ8e&*rc{5#yt^QDd2q+w
z3f#Ff5%Tu7=J8QTz(_vG%=PdEJ+@rX$^QMu>=d@z@^bI_Sz|@%_Jb{q)i3dBZ{Kz&
z+KZ6RWgl`SuWgv?#5<P>#7>FH_Itf;YyI7-qSNXk@}H&TuEi8*MUkicpO5*;PIeF*
zDLdBptgDYxw)JhfxBJ3+k1CEv!td6CeeARiJ*>1HG?G+avjJt&sFr4w8dXu0+y%jT
zhyzd{`-@OAMCcS#XmXoM1PcqI7j}1-e@>(g%(tydR4mL;M6kovnqk5WcJbw#V46x3
zybj;*8~h~x$1p&bUq?p3T9*WlTn>4pWt_q&V$9fDD%}*C`H@bxpvJT5cRKZY)s5kw
z?cpttM@5I6izaVwZ~~Z?A@!r4Dc>uDu0eO7C+d%#yB?nHid}tav~-hMWBQUk>Rin{
z1^Dpgrx|+lGwQxkb?;<uE7nz|-)=|j;B14KAAgvPO1t-JBbBMiX9mIExLRx(XixHf
zB?xmqfESFRk=m)b9=L)KoWg<&?QRr}4<CP98R75Ym_6?D4p#~)P>Q>&RO#8Z^hrHO
zC;d;MBm|dLvYMT{?BpdDhcaYhsF#p(@N`*Nvby~>H231GbeB>s#pg-{<9ma<?_bf2
z4p4}yolZo$=$^V#yH~Cxe|cnU+k)CSBsCj()D|1gG9>ZRqez(kT0Xy2Vfk5qlLpqU
z`39z<=csfa2H%J2TqE0WV4$Fo{{Pn3vaSQ9y_&a~L5~AnC`Cb7%h&ncAL-*T`??<I
zT<?I)V08@5Dxeznk706I(7?_S*h+wp|E!ODC&7Ne7|P>=HRtU@vFx@n15BOT9meP$
z@x`mGPVxcVf;5n$#BV<j3jW=?fAI03MG-iu=S%19Y!tHhTP7e~k}VUGJp&w52%^{L
zcOBq?aBvO@Xhgx^rCd;+^><uYg@v-LMc@6$Bu`6XoJjFlx=(|>>CLeL$iOF>)J43Y
zeZK_lh2Nm0TIjWL#H4(>O3bJI0AWaW6w9e;8;m3nQDJv3%d0{|`a(m2iwX*d5;J?r
zE<wuiFJbqsNGvMoFCbJX_R0MKWK=5*i~mr(9E;D1M8JLbLoyfXaxnYlN3bMx;0M{6
z0Fk->JV`hfO#`1q1$xv3)%+v8z{3H(*Ruxw&kc*|@1u?PhUS>d8`JYI@E@3*du@Y!
z$mHg=%Q3aQf~qXPHN%`2$DlFm1)5GTq1ensISP<MIw4q&Rh_QyMbM)FbOIw_e<pTZ
z^_Y3*M9)1c{w6$Wls(OpP#1dNt6k30G4n@zhQP^cUwvAR@$*OO9Cs_xHD6hwQ^raK
zq`Eu5DGwgAa!>$pR5qo~<?dgM`!McdROXh~=&hfBA41Ohd6uxRU_@!wW5`hIn6Tyj
z{#UZj2}9>v3?^#JpEjOz2C|U^K)`apSHfNy5`W<d@+GF#{k=k*90>}3ftU7AX`KMu
zOwt<74$p^zpx}t*=gT!ilU~-mx(s)gKs0azu>T(p;A1Q(!F&FuEhgSV7j_R=;f7XN
zQ%N?EY;fOtivn569XOOxi5b>4^pVtY$(a&6DNhAeLc%#sS>V1ve1sJ`_){OVt}fj~
zLrDo5xXwK4YOh}3BEh!{I|U0~gpWN#Bt9tZduRV@bYyH|ck@f9Nos|!z_Y1pD-%kr
zShS@BYZIYc9Kr!)w*N6%%FbYFgV4pJNfd86YqMZcS=I%MO~jq5#`tbmQIe;~okU6A
z_D7OVKw1nMSw!MbgJ1pmYnr*uQ)v0Sp7GZ3@W&Lr_*$}M@@GHfEvHyGc@>avi@;_n
zAEDr6K2QrZr5X2{Q8pC0540V$LLc74n&v;D|Nh!GpC6iF6RHhYTg7{hlE>c!ct>c9
zOr#w=``#9ELwv=BEVz<DaX2!71-#`yd4DvAjFJ-?8U#0>w@`RXMAE~;Nh%wfiOg={
zKXJha_#fSF(0kZ?R&bPx1bdl(u-0=@;7^gE4X2ko2VTI?J>5{^z=r>9yN#f-XI;$=
zaE~WM+(G+uB#UW5OK(&kEE2O2gA0&?fe!Mn@Z$y|v(og*FKRV%@W9NkPoQ8HsHHL^
z!Tp4m5L4(Pb-zQHS+fgS7u28b`MR~EoRt)Lzvk*fj)OzYv|NCz5^-cwXFw>D!jL7f
zlaN%_DHP2Bp+Z~AUu)|5x+DlhY|5LX>#db#qwt|vc@HXWv}_c(H3)gSL%R{e(q;*_
zPzK>2E*|&=P0oR2%>#siS;iVde|ET44_bB=mV;>qw_dI${Hc6ifaW><?|`i!_Njaf
zeAC+!$%avOV=wHg;oW#ruLw~m8R=K_$MzpO(z;fwuOMF6c!`z&o#^XFAnbkskj3B;
zj;`N_Nn+6IKA)vGTL*4vKP)2B|Cw7P+CI*tq#u8NuVO0LFlPO>51~_c1v&paQ%+#x
zrG$0mXd7oH+GeIY?s*$Ao8D}6rYN<YJer=5S)OA##M~(hSf$&EoH+o=tgf6+oX+Ef
zi*MEcmfLPjpgtN8aO{$K*LN=d8n_VH#h9AjHk-b{Vg2C_RDF<kmIX;FvL<97V$xf5
zB7S>gu^r~%{Nnt=`u>tfgoKEeLH?)G9^s#~mS;LNks@&eKXnA$#h96G9!rin`#7#t
z$qSwR;m7#y?q?XwT&#-;-0aU417h!T`KFrL=W_2eAodOx8#0&y&1Z?YKKTK=J-z6P
z0xY;5br=e_h=a`goX_e0tH0Q<l0?ka9{h<{EzOX0Ufx*z(Wk2PHgBTy2_4bpH;EY~
z-e*3pV@7#lr(wh6hf4_+ti!0JPe;Eyem(1W+|112xJCNN)@fMn71ztVg4eAY(Rl)@
z&-g_i(8Pk}=n_9uE0D3n1QywALP1Pq-Jt|*nnmh<)S!gHjut|vrLPrcY>%?5kO-~T
zfQZ+!rp(7#TPtuHg(jLePJ){V1!C^HLr5|vJnk3<T)V7+-6#bTz?{5*peY^!waY9@
z`9@Y|;rzi<<=chQL<l_~;ewEaov;1;HAsf`Np}#yzu0{;3qo*;Kg&V&B_x9#zg?0G
z9_%Dn-`)J!gOw;H2zv)_ma<z;5Ab@ypp(Z7&I=j)go7OmslvbT_T?owp}z*V5M?P*
zS*%b4w2U6xbJ?#v4o7XzZ!?wSXZ8cQUt(ieLpUQIQ7a&G;K`aK4rU>kD2sv|tDO$F
zYg1jE-?jYRO@#lO`wUjTQA>vqYsJtaZf#@p6Ij1v)~=ujFsoqmSA*yj=4o}_L3RrJ
z5fnTHl3oZQP_#M>GP;oe^F-t$;?NXKMAj;<7vF&Y@XfL#{jaVqQuSoj0b$)#(Zmcp
zZb>bJ8slUD{32l>7DE+qAn#zC^PMnQCy?j$6jj#yk7PC<p*E2kZS17ZH5FWjL-hRi
zgS}g_GMUp5%263@E&^nHZ!>ppChY^0z+S#++1-O_W}n|^n<a+?-)y9Lo)o4r&!s%e
zY)Y%)uYTR|T-o0#@p)sh8GWJmB^#wYd-=U0iEqYf^O6ovXnytNK7N|}tG42A&iCt;
zX;yjjr(wCm9a;$_JXM4}G*iT$!TWJ~Fa32Gvrb_z&lRk|<@&E|Vt#UR{A%Pb{W>K)
zJYOL$>2$b1Tt(VdVj|^xH2kseo0z&i|NB4cdx$-t5os+(BSQN&sUqgtU5OVT%zS<}
z{t_%Ml(NkK>CtIeHLi)tE?sRkz4}#>_kvGE>0U2I%As!WqeRu=1d@oppx`Rjn<pO^
zl|6eu0vXA!Q@Xz|s`Wqpb4i%r6=@LCzHL!Bx=D@<fz+Z*Hg26f&tbNAOn^eVt*Qwn
zel<0H%%OU<*Z-_uMEY>+yt#OB&i2NL&TAoZ`p-{;Kki8at|_H1$)&DhM%xcfw#yB-
zs|>fT8;8l)#nNmGQPu@A!y4r}FU56Z8U(~#Ii-o;eyY6xM9)nAUbb)*<(3T+t{=pu
zMzO5TE#ESxY=?iLksF`Xnk%wckpg|i_uMFu`o5Mv>|>0GLLbA|)iruW)zt5N_{$I@
zD-)+lKVwM?DB@w@XNIBuPX(15H_7EkQyM|h;1RUwrwFCK;paLQsUmMoiu#(SwOxMv
zI$r%5rYreu0kL;F+DMGcYHHa+@Gc;_Dd}N(Lr@@P4GlJX4TrW*^s&ts#qhzGF~O|R
z)TYdj^r2`e3E`vV#i@))jTeGAUo*-)(*@q!WonY|K4rZ?@`46#f1?}w54L-|hdf59
z;a*!GAN|Twx4c57?0IGs`T23t1Kt|BSkogbU@(<ZA888jjM!t)1`oZi1uYByyc6mi
zijKnJSEB(1Zcf<^fl~^yE&Jz!^Ni5$U;y9EEKz9hI#xewbfx9awBqKzyStYHcxooW
z<#e-ox<D0i7?M&adW#1J<x>3dY^WwOuGOvkzUQLd_}3W!e34eIv5eZtR_=UJ%jne8
z$~RvbJ00>>@hP=OcLcD&@iExXTdyzNuperoLT(@!$jcy?5Rt{h^}6s0pH)aPeY7_)
zklc4UxVi#=#B({gi<1RH0LNdn7Ll-e3-JM+(_>{Y%OkeWZxxvaB4v{AdF3G&z03Es
zk{4~>Y(;Dx8@RqIO*)#l;_>-bN2QP4JDI@4o?GMqnFf}z#p<d4SmO3-LBci_WTU~n
zr8=@vT9_2Pr2a+7<XyAC=;(T3EG(f5^@{Pv^!-M|4S@#!!J68?!WTx>52i~astg(4
zH3HYpNC7T*xxrPb)>f>}hQe*U$aTELZM@h`q{v0A_*A5nyt0_wwIt%WDB`3z{FE=^
z_z(Gs+L>#(dlf~cu$!p%mqL|iik^xdB*7159z4{#cZZgdIfvv$555$*=f2I|a|pdJ
z%TRZ&AFJF;l45;AFss}hFc?&e%mlG2bH|f{Sxpcan7jJqCMia|>n$+a1&8Lf{X@%^
zZMsm%IzWkf$1~J2T}AH}2AK{MlgQb*%1%<;CGg4|!GsX->~}DaKuJ(=t3n6}VlX7;
zd0lEHxioPrabtfqhnx93bSgiv;)Y)}_R+Xxy|460V`y!6{I$!WY3(f4ZQ(3z^t97s
zX}mx7=Z7Nu&nD}yXQXp78d~0cp4xk(q+98Ax$#cz-E`Z%FJx6yk^HBXUf#n4XBQZ{
zpUgi_TxV`3diN}=s{;I&;F8Qor;v~KZre{6XRrny(?V5q6Xx!fRnE&jULT6<p1L#E
zU>px8JPBj?onrW<nYXV$*)k5JHcHE41)N+hnOwi6x^kRuMS5(*NVO<<hGDkOk)3o*
z>c!$|CSE12-sO!aTF&dMf6@zY2qvBcmqd^oCDYeRJ#=~Pw7;{`T+q|F94j5dQA_dM
zr6|0*|FeEx2t((U8i7%6TJZ&~(0Pb9Fteg2i<7;_F{VHQ#IX4Tb4h<%r2WV?5re~Q
z=*_2>z-i<hB*fkjumY2nel&2({M(i_L?DSe^)Cn*s<0pmTIADM<iw)!!uH8DJXmi{
zN#A1uAJFd#u<OA2T(@X0Af8*6xe*?5^`c?~P>N+l7a_>dI;AMU#=F=4jsu&SXNvsK
zjRTG>3Gg4Vv&6Js7w>^U{ugUZaOYu^|9%$<>)<>mRGCr>fZMYEjtYD9CKCzAcIzld
z8I%#xi030WkTP0ujYGf6fNVhz9zVpwwNw?aI$uBGb!MOeo(fBUo<CGUlq3l8=yf-t
zwlsQ|pcD2adXO_1d5f0@D;SImO+hGMBP$jm->+Za^99V9IM_ohjuW4=+yW03wF>j~
zjW$??$-MSM_(|xk%7?mkY$2lj{e<MDhLABvH}c?3gm)As^h_SWmoys)>_4Tv$W<k%
zSiwG4(M;Emfqg{-$jiIgehlOrBi*{KjBv$txo9?Bi>E+3U5^%USN6K#4}($Gsinfx
z1`K;##Ex`@XJOR*tRH`9tngCpci?+}6foIZW+wzK?y|R$fWnX#dy&Hph960l>O<I^
z)<Q2B3+^bbb!+a6t57I)tmVJ@o4Jc)0q+M81R{2tC&a}ekHrg_QsXK9kU%Vx2~4({
z=_JKJGNuMnoWt5Sr6^nOJj9c7xX)V>*B|d#<0Puy>lEk)WeGqiuV0yi7A=*K^_x-x
z48L2E#Ne5T&I&4MFlj`2$P@9A4Y*9&9+-s&EJ6|B*Xgx`NczK=AVdd*xsgG(kjUqu
zXa^=wL*~zI1e1NM5{{l|<hh}eB|io>FcnnY6%VPh6t`j}YK8rI?v;Asbt+DPb#Uwe
z%wN~i>cTIjg<gK2LQFr00N@+r1w`vF8BN1^y+{+*8B{WjDLd%LMz&dPWpIhrgSc6p
zTR}AVD+%<;2K^~a1OH(M(4Sa9B;{a2n{g~oG^qp$Fvw#~?MY3DCMO}57aT&e6^iBu
z8IgkAK$K9??|w)FB<(9oIDJVu-dXGDds0<N_2A;PE?HpavP$$nKQ1HaIv@i5TTlc@
zF`<G!8DtM*s751iP3f+*ph=O~Yl6EfvY8Ul6G2sSFi5-|8JNY0);zug_e8M54M>2=
z$J(NMa>~&`e!u9&bN<s>G4hiFGth@Q@mlaDTD`2bH=$p+pe&+78Y#%YP&GDxc(+^>
zV|F?mEvdl7Qq)nv5;!LQpf;04?vAz@NK=*+NfXEvhz9$sQIfm=XOBLY>8Fc<lml!M
zf=AxYNEbx6jsSR8@}6At@F$YR_-7t(vpg)8@B*7@TYXez;qQrp@A<=B=$PKAQw26c
zkP58j99VqE$gYn7GNqjC8+|KRibHs|<db1fN_dKSQh<4Az>BDW*j}u_w<UIW<T9r-
z8lRNKb>S(ahncMc1(LM}&Jw}qH^{Ps_Ja#2pdvPv%r7Mbz03WPEMPsTy@YHKvYxp0
z({qnOVljzD6^_%%3MM%_N+^9?08QYXfJn<#z|hk+A_L?rs73BYaY4)Y$|9A^4#7*b
z1`aEw5&Ba`c?``D>|F)L!B(iMn3wtlUmM&7<$gTnSWGpFRFt{+&39Yo3T(9K!HcCf
z;YUAGZ~um5Vd{AHyeG#6PFFttT&6D^LoFOaf{Q`^1g`LbJCe6(8d*T(HSLi9Jo;wc
zP_^!R3w(Jy{H<$*U+n@?=r-wi*ps2G-uO&gt6X{|Qc@ChFv<VP2-ttWVgJeWz`zSH
zy~26n74G9S%TZ+-pQM}ZwFF0T-9ow?o$n$_`m_}{ld(KLmp+dx8QQ+ck;V=bGch+U
zVahQJW$u>{13Iux7wZi{qUquxWX@QLL%`A!TUR$cug(+CZZ&GHInBBcd)19P)}@IQ
z(_yqKG};zH+<OP?o?~p^T=##4$VfDuu11*8*E?NaRhL}v<5WM(c<&AY?%nzEtP*Sv
zbG*O|4@Dq+_m|sXn9H572t>Bj<?&Y(#^v9(*FW!z@!6}=zm4w8(*}wB^&i%b$K=0!
zqg@kwz>ydna&~sAR#`<MB62*MB=L;qozCr`p}rN@AA9cJcf7x?Ie(V~B-2G*ho}5K
z{$3OpMrP$J823%K45R#%|KS!Ki#L-QzzWrXJ6?Po+(i?PM}JcG*QDFXDDw{e6BhA1
zltTRznJO{tVW740X(p+TT#T>^6S%k#*;AGcY->N${&cWU`Wir^l|sW~FS=rIvMT}C
z0eHX#>}}TG=x8?Yv4dd#hrv6=drBRPYbgO{hyo2w!62+Z6x<!+LZjxN3E*tY0ed|T
z<97%=Xi3uSU=O*a8)>AYFLN0M7&Hw4u1ulW2WC;NE&33EnBT#&vrljc8*Uc98-DWl
z5P&)t`A~Y$5~YN)Op`F{M{`4JkwH0Vi$@g~EQBirB(JW}OAy!Za%tSUY#^2wcQxal
za49^$fZP?i1)ZUgw^79jG5xS#40nZ5$m`7VcvN@RHU72ytNeQE3y8IKStT$1B7_s;
zM=)Ns*n6q$`XW5<KJ!J$dmnAoA&l63s<ua}jru=%*Lf2})NM$q)+opumxI1&Q&C)F
z;Kp>%qWfW<Wl~nXSVwwW2bmlxbEat)?jNGhekpB}d={e)@SZICW5PF(BA}Kgcg~W~
z3iD%ZUE$0s)7Gn0`K0q^=sVvcJ<5uPT;J0tsfb@&{~m7%1yzbRHa^Uc<QFDLDpQNn
zN{e_~&f*#6*3TNjW>~=HQ}f4Mu|df{Rxe1aa(Uj4=&SC2@M`;DIig?fncGz{I3+$~
z3~avc6!N?;?0v`GpU*F>v$mOak;N`qAg%-<$)>u1n44RF|HV6|l}^DU5_EaE6UgXO
z!}5gY9yi5{3u}ux{Rrd}9@Qa5>h*i~Y{F`1wmU;4b?MI1q&@d@w=L~WP-llH&J+BM
zC@;I+!NVO~c_ViG@@GoS<x)|vo&1};Mpk*<SaV^zH*VT1uuPTYl&bfAo6&oPu>`uo
zk^^U=88)So)7p*rW;xuJG{*Zeabspkc+b82Jt3;(96T=uCf*vq>-8$A+88T26uT;%
zM_6BbRIIkBb*(!$G?_45E>E9N+#4~Gx4&JyD5dDfI6CZ&jNP2k=FO)tVO*WgbEC0^
z1k#Bg>I7V}_(S`Q`gQC0CcJ)6c=3r{rq~}>|J|`~n454auD;N!zA*G^>sd>YKY7y^
zPk8m|QI`|hO#yM*<wgSd-3vQqA8n0yf!~R!N{T3SlPZ;EwS%6rJm6CiS%3hh>R~OX
zr%zlq3j=G2pQly0rf>)M?{X5=)QbDYV+r)5$<%+-7^f`<Dd^im!YSFfD8F)1nsWgi
z1D6lKaYZ#jse$oQvmdf>4o`a>4RH=756-lFT11==iW43Uqw433j-CjdhkRH;5HZX%
z*?hpXAGQF`YwT{ubJtdA_<*HXqtxJ8h^GP)S1GJU75Z<y^Bq1R0Fl3n@Il!<M@a}@
zEx*q9LlU=x;Gs<!fxKC%dY3aF6}7J%T$oqdJ}a$dUN45U#bM4FE<(x$)<O_Fh;xs;
zv$@7ScMgg9U@m$z@`=7O$k7rHs?b(!jD%NB)P65@V+A=D6fc?CUIZmn9QEfeApWr4
zYIqZIBOOfB7(E>EVfBE@8ocmZmEYY>uTAvY{&y@=KRf~TtSVg`o4eG_8pF4fw<m`}
zco8=EQs_Cxe6Kq?m&hu2FFaI|@h;%n9XJ_Ws21n?A>QkUm59+8cAPKDxpux1K9$3e
zEd#%I!F3Q8!pMtY)fujWqUhz<VnmL5QV4yzV`PrY19|T+Z}=x_z_CE>Vb>ozN$?7X
z$5TVWN|qMzBRc#3kL2&OYNV)CW?x|;sx9R6EY{GRPq~+UG+YyE)&gVe_2Y)eZ<Q`)
zjN<>D;$icHWa%@)MWyNOao#2~i6cyyq|Hm4TXR16C$@S12=6+n%iZ4d>Kek<bU^qn
zZucjn-UC~Rqja_!g^zqOj>lgw7QG-u^8u9fKYU7`xz4BCHOY)SdH!~CY<Hr#2)SHt
zs8Xu65tUHe-pw03-HJa=iI1$MLBgdIs&L~cS$|HV_fE=X6p)>lv`Qb&U~aqH?-1{+
zkA=s6YU_^1QOB)WtmJKt#4NcCQRahK*_H3*kiF~?CLsngdH}KaP_4ZgEJv{m7X{(-
zyas|WAH0MTQlaM2>M(m<I<dwPX8wC_^p2(#$OT9WLCEuUDsW=UWbbKH8hSRG9h-TF
z7YX;!B4P*u7HdK!kVohrq*`#DTR&0EAif!`e)c=W^;pVZ^!dNb^jo_b>KT}H><r=f
z^7MckY11E_IsUV%?KM7EJf>TVMUdMURfDe8j7ry|oTFRk0rwg6xdTBrDW5tq(faCl
z_V&jV^EipgrUzF4T9yYsbTLge1kaS#?XFhcjEpcJMSht+p#JIWCi&j;Dxe)U;O6d8
z-NujFD<*ADlR1d|dFm_WX$drNHcOprPzSdbs%`c+e-ZZB$u$I-*kq6HWG(4Vj!=Dj
z>~)TL$<vUA7#MMQ2=!)2Gm4#>Nxe|YNY8z46d*#82b&n~Zq|v4d-&L`T&{GF6-4ul
zuqD2I!vC8rBkit)h>(MK-oHVYflKX)VT)~?=Fy7ju7<m(u7T{2`=5?so`mHE$%_k!
zY`60eq&k-2Iv^gXpMaznCBI%FjoteiUQ<^P>|ds9`Go|GU+e;F6ee>ep!G%0KAh!t
zA(97KH1aUc7z90q$<<TXu%Z`VpTPE%WjUoyS%G$=F%U#xqrMNbxDJr&_QRmTO9eQ5
z5>|~{c{unCrFTFead!nD(3QJuC2r0y{<;33f{Nqz?r!1p!HxA5ko9c!4Xi+Sby=|9
z2jI-__=g^xv>ZepoJ8JVUS`@}W?Ek+Z-9RcMW1gW0k3b9;F=tZ|3ua_Oe2b$Hs@*J
zrWWM`_!93gc2#_E>l3;htIz-{az{XyP&44Uc0>04XuxQw9yZp&w}gS8;0|ELbq8}U
z<mJ3_s^Ln)`Rx-t#sfWTY{ubt8l#T_G})VFaV?=Y1mB+mv(Wh$vS1bt6TrD+mCfda
z$D^R2Wnk<wj0Od62ZI&NugesX%x5qe!E4YpAd0h$=^y(!H)CTtfh<?!vtzRRJjlPZ
znHMe7w+jq=<#gBbafx2xpOsQeE&Vg-xG~UuQK<KDyKi!ZA7c<wosSzDLrvHhCQr@j
zA)`!LX_-$G#I1-`NiNk`>7|*{^32mqrvS?#M<B|v*SW-vG4zP1Ip4%bji@Vi^Ia%=
zPoW)u<XB9oo9V9bu?})A{|V?ae}}l*BX+OHW}&1?6(MY^&MVIugV>aMR`bOfMebcd
z$fs`6>p_EzEvV+K0l4ICW-CrM@+JU$0cnI^xBX*O3`OrNxTGg7Jf)Z7isdoK_g&!D
zle*id2^x7w?~OlummBH#AJ#VpeLl?Ovms^A0Ed=*Bj{?w?(Q`^Ih*dfn$}7P8d{@~
zq0%{+%%OAPln8XDd77I4=WBwtWC9%a;|)PyG9-%{oYCb50<|oQvtBnlDlAGkBBf-)
z0DF%v{Ra;n6kKLPA5sosU_lBp5J20R*QF;>H9M}3Ck|8Ft4nL!OMCVwFsH_E(?dLg
z5L}C7%<{dyQ&rQe?Ie66R>4?)?rhb<O%l?q9XT4ftWRL@F{~|oQ1i)#IGbGzrDzB8
zMqd07_IqFPZTll0vmnB77MnB>jNNOpJY1@KDy)jmpA}$3C<E(EA@_CIlSpb-6(1bJ
z#HR@#kPx%b>gh8kHNI9ywyq6Yg=;|1LvDUAyy9lqhY2kp=(Y3cWutt=V-*J5m#4OZ
zkSu{Vap=1&0b$6|ZWJ&R+TUTy2_X(O!|RGfBMFC8tAn|NCRqU|PT3Ew!NR^09$x(P
zZXlQk3V>FqgTZE{z!sovXg?<_wFJpepiwfZ!V=}5Nou><%8+VP+pHju57Ja5Z6{%E
z{*Juvvl=8^)HNg5fj0t)+)(VAnO*=dSO@M#3y9o0kM%(o;~6=RHF!E6OIgr9l23tX
zG5vWINvm}HV&pc`@I*M#B88N!1I=>EzQ|7XCkj0JKbForp6dU9|Hk1Q^Bg0abC8*x
zm359;Rz{S)%MOtgInJ?(%t&Of%8u-HkWGn1_TDS|aK5ki=lAnR|Eb&U)j6-{^YOT@
z>wZBxBD?7BSNRpQWH?F>Nm4G(v+T|@Mj$~U$c_r6AVf+BEFeV*z8l4%4tY;%aG}Up
z38M#>hxOdZ_tx->PZ(zUIZ48HE1`$l+wMY90`HAdorkqbcc#Uw!&*U$u#bM7Sz6nL
zbYgx@Fp#v`WSW|X5a7aD-(Lu!0ELcdbTIht%TqITIMP`$aXRqAJQRVjAeQV3YH}V*
zsv62Gj^GGZVFB*hMAp$M;RwyHWGDjg6Zvx-pnnpttf>$h-f9rE9{oMn_+q==$2@f6
zW_U=vYC9QW8-lK+hg>Q|Ia__(X{oe**-W;mNx%)m6H=w|x@*YO4{LxIBTYs5nt}OA
zhl*O$<xE{%o8w$(jps3v$|Im>0AGy9jWk2vwuy)jzudgF--%Q@pm}>DnN%fA#*{^2
zKW5$(q3-MhVR}=Az;PR%lSTrcebV>f=6rh50}<+=CGUZCa@JmCrM#Hc$0mlkz!9$8
z$flnoa(X;5P~#%4Fed))ht4b(vDNKJJ?V#owZA*e#u%2Y)1cHd=Gm{-x)!f=KiJMF
z9L#)nMh9F@<)3;H_7~idLHJeM-L}iC;=QZ=|0ch?P-MWrecW9H+-|$O7=FEy3~fE1
zZ>gAleOc2~@jB?T@I{4nL*N2_p!mM^?4-QP3%ln*LBZbMMNNUtwa+W*@aoTtORHO|
zztlDt6n>dBHl8#|nKMjykd|$l{K39o`*Z*OGSGQ~tB8SIN+C&L2wwxq)`f8l>gJ6N
z2C8HRO2322J4DZ;hV-NUByQK245ml@6BJc)&zCiWf6}Hk3iTyANnk0^`-LEcgzl39
z7KHHoyko8f+Nuus@^qZ|V8kdyh=K+;32=nW8maBM&~-wq=-UFK(b!)|ZLah$jBF-6
zEyg*IAW1721s4F{zf};0YX7P5-vDNZw>ySnO<e2(lF+bAfmpoVFc|_Y7=&0+&&&?|
zQepY!t>v4MS$W$R@(gU;mDqi4ri)F@U~<V#EFv7Jk?B>4%07jTlBm){mf=5_c{o5f
zyl=Wb;~+Z&CqSh>qbnByd6@_x6Nl`p!_L4O2q##o5heE(sTCc6-qRx}kR_O#0`(z6
z;DQ90NN68(H(=ZB+JxKjnUN0x8>;>)U@(o`lps5cjJQ|(XBJt|MO)}dNcf!HFE_}@
zl86?RnqLLxLkY2WMPg~i6%U`3f2fvoOF*N}aut~6L3&+gLIY-E`nF>Fp({GB7Z#cm
z5kh;0&sFq%&4lvzaV~CFZDM)1Wea4CJ%0$ZsXIAksG(E^MeKzc%lf~Vc9_IQNW8Qz
z`68=fkx%!*ghT?0fcHPXz7f+doLb4oZ|h<zDw%8DxQ_W+Q1$m$X`V<sbQE9t*DQQr
z-4fR^Ty*^O$l~qehVN3p|458KRCFj`FBf$y?=8KhT`~AOZFN1ShMr1_fwG#Os)oK@
zEuE6)m`?}+&*&f9(lyp6yZHGf?8~yZ^;aoj4aP6~raH}7Q{si(q~);6=I!OpPxy%^
zV}|IhzuW6S)ODFhI9vP{&QfCqhO-p>JbYa}?cL_?c^SCB_SHA{)PAb@)I#&V+hczn
z{osfO>2Ej_rBRm*H&3%IFJzO~{wgM#{gS-m&56~zm-37``b)#1p}OR&mkToDlI4t>
z6O_rcO#ECz`YP6`ud2k3BJP~7)GanCr|!{C1WQl++h~0^@}#NNisfu+^Gxo;*c_M2
z{!CT3SG*YEp!YECgYN00wLQ_n);o&l{ax!r3%Q?3NrCB4?DVVchHJx=W5cX_>ksFK
zKXcFAbB-tM*q2xBrfXZ75HRQIt+($#(@wk_Ok3L>FyQPTJuc{~-QfAKgky8WVo<*{
zOWk=@RR!I77{?b5H@#U|6QDBpR0KCM%3Xr&jw$+8CWAgYy3L<hlXBd&4ZrcZDm?F)
zxfr!+hYBsI3(@hGCg!^)I+i9bl_p;P%y*V@pmpjNUF9!d-lAn<rA;g1s_2#X?2lMr
zPGhI6_@Ha!Ce$`&b8g{$Y`qUvem)PM?Ez@G+(#{**SSmFZ`wmBqps>n9D?T!0C`-m
z!;JGXevnNVdp2;fd<q6Mgd4C+BeJd^4Q-qs2-7|YAcUG}hMzv@ZsW2%+gR^>dsiY@
zUg>mw9|Nb|5%^Cj2qL?-w?A9JU<{sIr~r7a<g7hCzh;@)_#!(Z3`;d&s1`r&K)h+(
znvp>v%Kc2NpH?(aKD6J152pj3jdT%5A-)g50w0L(AmBC|UO}~O8@0qoTk<c!8N0O7
zt&*c5kyb<jC6VtDUNmZKqxAf?2!dfCvkRybn)+gDz$-M!MU4F18)p^JB1EuIpH02U
zjFox6rtexj5GSDHcbAf0)|VIwkk3ORy)EC3eK}LD_>*0rl2Gt*%$3QnLou1LIiY~N
zCY`Z4g|YbymAQ7^78=;e2=*d#T)4q~ES(cHx!^eagt(MS^>kEbZ}gq4Z13`Wcj=?p
zW!}FSBzrNfqy68j4Nm<lSo*Iw`WN0i@39<-<o*zTUXDtAPK0)vA<FAFKVWuB#|p8`
zsR5D3)xm7pC#?YG-~Cd>_I*I5^vOZzKG-*OPo1pm`nqXsMtpCpUUK%?<H2XHzk;5Y
z97vx<a_vLM*>_CcJxy<wnd+7mt<+@{#y37TA;xIgeR=E0$+2Y(-?QZ0vSiy)l$cZ=
z|1J5`enawi?JtvG@0e0no~#zK{(OGWCz(hAK*n<=rqyl~y^9nqL?NV6hysUHjS_mQ
z(3^{P@1-@ws7!&X*)ZW1LrP+2VGzavnN4Ky!t1y4)BEv(^0EZf334<9<-LyJ`C<>_
zaKDES>2b>2F;xhMbGT50+2+9{%qn(xRQ^>w<r(-eUFhQW%Qpbo%;v08=t2tLiQJZ7
z^iXWL8a<*S?Elg)wtfBJpX)oj?~<>-+N*VNJ*&Yk1Ghz`a1{OmIp_J7bynh`{=pkj
zSksQy<Tc{O0aUR`#s3=N-~7;WbP+h?ZI>kdO;DA|Vl~en$@e|FbKwrF+of0B;7~kZ
zlv|KTE|lnY7NtE^x0^I9@QhgF&=yhnX!EkM{yIp1;IZ!a)Zy8!D^fYF2rs=iv*~P2
zvbTdh31_LKOKGb;;)8Fqvf#=xazP$X=SQzwYd40^qu*^TTqMr+@1Ep6(Um=mtbR5#
zat3C{RGx!x@`PvwQ1qEy!huFxSg_%%=#&unmuuBku>@{TRVEG80#25YgUXlu&$i-y
zn%s2R`K$?zI#gX*sHh_!0RKdux&GxgcnAvs0h3zYD)_6z5!6kQ09>W?I`$zxbE|MW
z7~owYhILZKAc8_rlZ+Z)E1+Q_;gzD27*vgf1Ypr4foKr%!>~m85)zsqkQ&64Itta>
z#rjOU$hut(fy)5_3m&zPq`n*o!(*Z!f?qn$h-EeH*?231ZgfJ;Vc|C!c+#F=g4+91
z2Ig<}K$E0%Xd%G;%ntQu75)Yo-234-T@Je+o&z$R4~g`e0~NCURS5FGCx8OjKxbgv
zKmzJL7-(5dv$t^qQpFJQeP}M%ZtgtX?kxO+d-{jZ6P)Lf_m<&*9hzsBUMn+PH7DU)
zl1Q85)aLx6(RE4^27Dsa^vq<s2T$s&rA^G4J_*wprIO#$mF`bMJO)f7_vj(4nuwoa
zQjR&&e{7T1Z$%%`-F+GTb+>cAg(Ni=)p{4<!xVK!LTt;@&U~&IjnC`~&Ow~f!%ITv
zNihkp_HRD5lI*$>gQz!lE`KwUs_1h=sXS@Gw5nl(5@I9KK~;2zToILtP^ArW2}T@*
zTA!1`Q<3=LM9Pa;FAc;^kU{@^U%Jwr*kZdo{qOG^M<l1uQ&Fs;7*!qu7yPpyoOGBR
zV$A%jKj&aMFuyj!iX%#y*3TKt1_!d!jH*Cr|0hzuhDA^j0usieRMjP6fJYL$7T*5N
zg7$mjkdK2ecMz=!is*Qy$vc+}+s}2^*;(rTFc3HLc@B)bz|(6{5qo+qwu=FhC%a*I
zb%_z(SbV4f^|TyjrP%R;Jt{=6adZ`~KyjlyWc1(CHFz7|S&1IyA+(R~I!~U1`A?uC
z{Ya0>e18f7H^*Cvb;eQF76`M%0YGu1gCzk$%yz)UFBqlyuwDkDHm?8)gL|v3g`gzV
zPi|wm(@`!@-e;I=jZ(*(s=6d#5!e$tRTP2?I@pc4O-m{T83%TZ1y~deo6BWC1=j!0
z!jl5Kg-J*T0m`R;7)Kn&0<n!l@sN<w^d_L{gdmLtoN75=RapcdLWr5vNLpY+5^Ol8
z#$MoQ0i`NoFqxm>G=BEVS^xR`M?nd09Ms$-Rai(#0S3D-UQ7&F{ea|XsA!m%BtJ}+
ztcpf$lrAjbuiEm@W?#eR5|2pO&Hs=jzf?VFy6pl`oEns#6&(O++FdGamjoDOIoY@~
z88(I~{DPJ4a|{W+TV-6DheZ2(zwz^?d@&z+M?O+sUY&w^7qfr^lU(bCyd_%?50Mx4
zsSKa*;|w6;_O3Sum#2`!u%wh~dXBL!9=W8t^X=4rcA$BpFccG3%P^PW8irlajU;9b
z6NvN9rz@`mo~cV1!qJy*IfR;0En!I_o!XgyjP<`vWsX>ccbLS6k{&`LEXT*p1r{Mg
z>k&ap)wpP%L>3oubo-3>lrw1sI*li#BEP4$f6(zgt!W-C{|4|$5X3ocgHNcCr-|!x
z>oJP(^RX+^PAJTsK&p)h?)b@tOxOY@(AxiRiWJA={AV=Sip%)2j&*|{RGy*&f6V)~
z)85#=Hb2O2YZv3ASCl(?v7PxcqAd8(u)^A1a9j9gs~Odu7fKP#0)&bd65y}!S_EEo
zfa)HKCruv0QbPXzch~-jwA1gf`@uR751@W`J9epm<>mf)s~F&@reL60{PisTIw2e8
zsbla|XmI<p2oXVI&ZzCq=(AVVr&FDi?jJ7akS!Pc{fWpKm8-Ph;!3a9dh$<guNOjp
zw-VNekm$o*U_v^*Dn1Pk0I>5=m9F#kz&G&L%k|mpS@hbeSKIk~?IV@?=SO9?(rgr8
zoD?z$h<&Mmzt6JfV!bmuha4Z5nffU;IyoALS2qoOtm&@l>T6!rP*7PVQ6YwGQV__O
zx>c)$Gs`F!*Vh%())&+MafAIipHN?+(1r0WfL<kU?w}_od-KL7162~k;q!x+(LN0n
zRd)`6QuH5xe14ew7$M-*4*60JJUM$jd`gUNa6j(N0=pZPkzoi;EU@gq@fmB_flLIE
z2qTiz882WjpH)hm^Ny2gCz<4F6iTRyMI{3tZ16rzG!MHUIw?-O5E-Ijj$jMMT!pIg
zb%A&!%()Wu=m2T%x=-p}$gBdMWIvRS5%f<fM9vVfwl<w0J!sk>|Fq6Jpp?RNfl(*^
zafjIYc1j-DbqOO$2v9a7fdLG-7y$>RabyCogdHXMjc`Fu%{RQ-j}j7#ZWXvvnrB!=
zKtQ|b$(Hj4XM8B=66|;RUdM-N+d*vwYFvE|*w2K-&_o0x^fN4=h($GXTmaw_RI+#u
zK37S@f|ciXB2Ii8uYNbF&JzA7oBnnR7xG=I^!pFZ;!uE^i^pMjmaM9LxKfdmc=d@!
zq3;oJyVtc+?hPWOT8<)&#ly^nD5e<WcRD|FkL=5M0!wc?mLtgib9;>5V0ObnkJ%{R
zN7#kH4vP%K@90sS<qGLV1Br*`_%5g$H+3_>E(FR5q>%ei{#r;sTqH3gJ}l}w<?M&Y
zlAqB8CI;J`@iVpO)A4FXTwO%ma8caT0o612t=T92$gdOBa_?T4GMn{R1F5K&@#Qyf
zS4r@yh%1YU^R^;*%Wo>uY1#d{!Ok9nN+}$_QQY2_G<c?GZDw4cWXuamdO4uEtNLuN
z5@GM~g<nxQH&1%{ui@<UxU|fVwmK=_!^x=)2Jpzoze+w%&wY>Ee_kI%ca-n0D(F5J
zI*aUY{`aZb?}5#$*GB%nnyQcV|Kv10X>4(IEV*2~K2W?>BR--(o59*DI~(Xzx#RHy
z7d`O_N24iW>{KiLxD?@f2N}#K?w>EQU}k=3{$Mlp;!9cvmCcq&VAF`7SHX2M#X#uB
ziTK(j0rLGo&iVS8-*qIzE%cp+lbPt_innEGpw9sPeBtW+k6h7dixMr!;miWPH{Lq@
zxus0vWKpZ){E6*R8RlIY`Serhi<~!pvm9=16LYVsrh`7!o_ITU$CTRD$@@xM&Sggk
zBP<wjqCUBCk{J=}ITtR^ty4b98k@7{mP9A0yKyrH8_M>4%5X4Um9OQqnR!FHn#(6y
zA|q6yU+ntZRUuiuktX-GRy&kV-8GTd)yQ$fXldgI!-i3^tI-42A2si*eE%HG!yg_!
zXV;A2Ei4rfzCDs&E&glO+Et|4UZ`cp;y@>G+}(N}?l!mnx*9$C8@MSC`k{fEX=>mb
zqKlgoc^gCp>imSbZkD}HJEmBM%NB8Y4&wtLT6WunTc*Us|A7f0J<ua0ad7(~kR0zt
zdJK2sV=I31w^?uzp4l(gG<00nT)_b`?X~sZeg9S(ki(msu%QZC^IdA$nO(2u@ki+V
zVkQX41ZA}g+>e+o2671tBD?6yRAf8lFV)O%DON6GEq{$^9mRp-5^|fr8=gex`xiMY
zyM{;X>O)?}Rn0O^F9Un=!`@?xxVSwF(k(BjOfwLl6%1dm!T~c=24%U-s;%ZBH}gJj
zrO~4rzhLs7I2F0v%{drvqyM&jp7=eu_t__ZNisPAgFag7OrKIi@rg8gv!M%-5@s!x
z4U^6;Q3a8hqQcb3x-u}ILQud;9Z%{Oh9W+J)jfe&hf1>caeux@ka^wP$PJ>4l6JvF
zDZFQYQG}plfZ${vT<rAx{cRZoOhKU%vwNSfy(@Q@7PQi__I$7`OHmm3qV3}}4{Q!N
zcMv2#-kVKvuE3LaZu^sY{t8I16`|W&_hQHUA_p8#neVD(z%Ph|5w!o>B*%Q6ZNCpi
zPkde)O1mq%7ManG%p@X=x=y)NSh<&3JuNl!D7W&E5v>~+Qzg@=c<fo}`Fe5_-gBAu
z{i2VKC7*MsWwmi4Bc}0Z=V9|8URqu28CFG1SW<`mGfh0TQSuE~M>?vckSAQwkcovz
z87fR?3}Y+3X(mQSMSN?XXFl8RS~DcFDQ&=?Ky)O|5e&Wo^I(h9&&MIC86DDcXpmv>
zeHGpWXq$SjrFuU&a_$GBG9FLL6^waH=jg7p@xafI<u!6nLFe-J2NS~Y)<MEzan1jm
zdiGwEdend(-a}pKz3`Yp{z003JMb*(4qo|9IDZ;AIC2<K703fYZXZ&5p%WDGII%SJ
zw$}FUqBi>r@e6pcwq!S%|Kfu~t8bZpuAfOdH{tTp#Q_xGGa2Hy^(X&LctYYneEO%J
z*l^d6PoP@gxj#c};+wVWPV2-N+R^1~wQI6$Bia(o?=@^NW0l$1D*gQV%ej@pJ}TWM
zXQsObBGmAYTejIdHh+K1Do)8ycx~>8xO(=LRTxy1jIJ^F6h79xSs129P-l@LbQ;hv
z@=gR$lu|+f5DY$)G6T2`AR=ucDAo35Drr249I|(Y#L1~dh{cJ3+r93HfTI)>u2nZg
zQL0QpgfATh^r*2~k^$D<U-<dA*sIW5LWk`V@c}Qx_QJOtFWT%lXuhiFoVh4*PhXLW
zp$(e?0T;>2YWdU_IS`?Qs4wl(ZPPwr0XoCOU%qm0Y0f3V>V>5lgnfg;qV9Rk3Bprc
z7@M>p@HrOvoEaQ`FS7#r6>ux^{1}nzn=@dZ&*osUgMrw>NxUJ3-3k2RQDcu`!0O&o
z>W1;XcgEy>4~>W+iKOAs2^7>m-hzC(z(pjVelnCLDYtSaim?jJQGei93fhIFA)`ho
zsS;uPp{mrXSHSlY7M!5-k6tnyKnEh|Z$h}8&ee(Dv`o$*+uNxIx$F)#-?Z6&h3lkL
zJiiWq3mm~y9b<}qcZrbmVXr!=c3D>!=vH^RR(F|J>(V-*yXACTf%!_OT7eDSFPj9;
zUTxxA{$W&P@d*|5H(a~;xT~urG{Ya7vX=KyeELOh8usay+OL(4O{uuXoA*o$jBg01
zo<DmWuLtZYPzY*_aaJ416crH5s}z>|lqBvmYJ*<Tmo`NnOnHt)Az=5_5U>>Nd~71t
zJ1O9fwh|{FS3JF3dU!{2!@g5sz%!Lc3ji^@UYM5o5o%wW`eVer>v}v}Mn3tYxuyKf
zphD8Q2zc)ym<|xD;@jIFNB}rKiUq;P^8M-YA@CFt0l+0tfQH!-h(aamAfTZiX+1}|
zJ}sQ`A89?RNl3n-h%k0JOb~EqHzuADB!=}a8skPGGFiiJCs)!%DRc0%eu4maGe!Zi
z0Xnivu<Uf=kU!APH2BijZ&iLrb%8W2ME>Y3Na}u&vkE^<f^N9Gd!~DQ78#YL+>R{a
zP!4Udv50?kb6PQCg<<4S-{E3o<C;}kmD}1OZ(t~l9<R>KhRNM<4x^S-zngCFI9N$h
z<PU$KI7FTOm<KQM{f$|>j{SSqhR!!uj+&fKnqHN8a($KgP@`ytu0Q?!0+d)05W5hB
znmcb|Qt<Pak{gVE?%p2;&U(_)7wSZ?LG4Tq(Knt_VPPISB&-i7mBLsRzEdl=L+%iP
zu-aNR*?=%AHVWw&)w>OBX72ruQQ{=iH4#Gn3n0b4$(^NqpsWM%CaHT7Cb)E91pxXO
zuBzWfM5{_3*ON0aszD8uCKxhE_BOCA(>FjGLFxd-WEz*Sn8^C`gz$aVI^f&$B6nPc
z*^?)h??m~Noh++G%&Q+i`QK0Ehk`MF{V{%;+YeqAB^(aEKULm?AI*%^d~;$=Dsoly
zy~r}(vap!07OAG58u7A~Bkhd*Dh29Q8#T%>3ecC9LLo#bu_3VMU+sVakP^F&C4yk8
zJ-JB+N{Im7OR$g}sJIaUc}F=|py)upkUZv2B{m%L?P|7rDn|w~(IW#%PiHbG@(C&k
z`5fT<(@-Q179dT|7Lyp0tahqnAHX-JoLsWYPYHv33lKJjX|V|c@ilKwP)2NSzCw4N
zyjy9!Bx6)4xj@Dui?)xkaVC%8usu+Pj#4v>>XWzQ9u1*B6U8`st-|~rC}W~1t8N&3
zf=t*|Qit*@u}0~tjQl8wSSm#v3}Zsh%Ek*52qABQ`FRP?B=>s@09qU?+su$~xt{{)
zSWRMmSP+=n!lDg`)nL}JE<>O!RT^mDyd9P^Rb3*h$3dQ|A89vip!qyvbzZLi=0126
zwGR2J%BYeskFkTE8HTiMcU)v%HLe@cUBwdix~cLD65CDYA9*aLZUI@C%S~Hdr4!~X
z3)_+1mE+fNMmDm}SvnT|`#_bVLM`=x1iZa!?H=uIz@@SvSLR}goJ233?5>^vmWr^R
zOG`sHtaL7S4}Sli6Jz+fndHW#KiR}45y9@dM}VP4zO3TtbSgL;9KPFdd}Q~h$Cl~^
zwb(v#2DzOCWt_B)tXcECF1IGG*e{3g5Zz>x`Vo${^q;vvtKfZANX3t!E-u}}^Rfc#
zei!51*In%u{l5t_)kn_fspa6SGVbfeHW%dN!0_Em7Ta$Gj0oBes1LJOO}GiNx%Ut-
z-J+bUqk%ua6{;sPjlCZ_sr+{I{28^M?~Q=K{yV`&Y9F~xGFbD4b$`jN6`=??6LnUO
z=9hj2OEV1}y6j^w-c|(t+szdR^g3Ma19aQ*EP93j$loJx%L!-86VQ>}tFs@W*($+6
z0ri>zmwNEU8Bn#(_4;(VLoNiqJ9E8wGW52>nwa2ydR6n=pvCu~EBbZ`!QS4{Bgn_j
zyYX}2*V^Yft*uR;s`K-{)PAimEy+<q7V|6CNb%N6i<Zj&F-dnCl<QvMTlXERBMwk6
zH_C>?!SjGkQTsqs`=F9Wj7MCB7NX&A<?&91pZ6iq%do8eNr8S+U5YJ$&fYj&KqHJz
zGI&&|pz2xlL;eXJO-cDmPkvZ0zzA>}rM0I{Wy9S(NHC=9V&Rb%29Y-)?)Qx8Vja7!
z$|NMT+Eo|8E@ZI#UlK@%pguh1s?^)uET_nJEtnB8@jNlvJ}KptEM@dHI30~i3L*WE
z1bMViH4pB>Q>}ZWuDN>+MvnRV;ZZ;-9NIhjpVTE-ni0o-3AWu5Vp%-|eoGZluYH+8
zgWW_&2|ToQpwP%1r}ccq0q**m`_DF<K0F6uc&?sgmUQzSzqZqAZ*rHDh$sy3SpHJI
zM<1T2v5tmezJz?>|L?qpIraH4Vm$!4O;v0Y4eM-8Q`?8y_aYf1iNjz?XWZ013{k>7
zy@!z(E-#b$3pCj$${+bV5+s~}-U9+~jkUuYCWIV>y4DKzN#RNOZOtNV6RvX+6wA1v
z`*^E5I;rgB%Jj7Qlx*oVPGstn4k!@5eq!@0oD!vCGVn5i?T#_5mYbvip*H^@Z_3bK
zza&Q?%$9fv%7SE!C5ZuDm*7>qxcAjVb!N*=Px!m2i&=}GJy?ycNgJS=aMO`x6Rykn
zO#9XR9K4QRcT4yB{N6(tULv$DIPgjQUTJT<xX#!LpSy38w0ZRA;7xu1Bz~l+Wm0KH
zujE5@Dvj1sDY;h0BF6%^F>1O9mr@03dA)6cm6v_tt=vf=CEna7r~<z4t7|t+->rU?
zHKjhT9oC~A9HAB;iW41tGx+B8E!6*{R_^OWs!R&A3G<Uj%SEQEMUPgBe&2Xfo3i@i
zVH&mULxXQ}94wo`FYFgLR~L_K8{BV=J!0w+8>Y@=-%^<QefH4uJaOvpP||Yh-}=-q
z=_~)%<3xrQf@b<0mYPzv*S2n#e_fr~6b>G>J$I@<S&Cj2Uu|rSAiFB-gXhN14~=KP
z^}_o(Y(*}CTklYU9Io<@SHQ8pa>d2vZ{FInY!bY4E&*TL`RppyYklU+58^a+He7CP
zQa^nj7aaAw{4Pu!rc&R5Q-A$PPV&Rzc}aOdp@=g-^0D;oT%`H$tQ=Q44J_6rhQ=$3
zqU^We=C8vk7jw_AU->PJbwR&XLeMTzi6p@;@u}Z7)u#X$4oxm+PvvkxN_p5m*8>gP
zyk`h)nRE`BBzolxdgYIwKI)ko6n-jxFka)DaqcHd-DcMJ6W}y4ez+q2^WQCg*J9Q7
zjWm+g{iW=WlLM#A;s>1B1}}IB62Fhe)#l`MNyE@*v~fsOhbYVu`853&f>tjX)cKbL
zz?l%jILyx~c#jCr1AyK;ByH{#ST~2T@SXJboR^-8Ejz*OF-RDpk_8WtrMdx|ffhCH
z8u$Tt<OdR37Nd-BIwA(Ho-<#%A-79`?zSR3z~Wbjc4<Enw*zT85)XEUgapZtSq0VI
zh-*2k%s+H^ahy7<upUHo?j2ZiKI}bUo$^q=Mec8qSN+Dd_fqIW1X%r8UIGTf?&Gpl
zLU`V-M&{{0Boz-)&Mei5oC3t{y%av&GL_Y}oqWb;#dKCuU@db(Jc+9oqAs$Y4-@T)
z6a#FJOUt(vHoiWT%1<41EA&lZ`C~<$xkw}G!2s`Hb#ywiU=@tw1Ki)h^=m?#kn>ks
zs0xT@^QZ(Vt9WoOhe|RofYl)&JgL(yZfbr9j{EUS?}}6sOZgyxUU60_yrc7aqP8cK
zUG)6hbZiJpX|pUq!SL$9`>HrUF5BQM{(1Gzz(#xppvy+6viK^Glu>{d;1BP%;X)-^
z=Q7WN-8V1GHuj);XfWwxT0L})%+>hn^4x@giY@1*)63;Qi=zxBA?bT<%44r@;BjUH
zm-+h65$yMAezlBSUOjo#y>L=pHj#9^nl#S859OOgnw0wiga6i58M_Ne>$K<I$ke^P
zes3s{Q#}0&{jg?hvT)999<8+w?6h*;#zYxKXodHsQnFyUDe0&H@gnT|4RZ2*Qap(G
z8pbVv0x@CP?`gDC%%7i=zY08WXn3V?r*Udpp~~F9@&(aQ8|s=E2uHR@$}fv?`2`Kc
zmm5qnfC9sT_bxz7(ID&kNXH^UM~WxK%f-*Z7SIdx_g)^3dNt2dUK3jrS+7FlS0aKd
z;*guP3|{010OZU1_0{z2op0|~y=cxoJLmKRPGhbe=dMSBE~A3Cy8Q<7l(^oiHLC@8
z3yDc05(Z^ctAZ_hogL>QpR`U_9K12#mCZ1&(%ne-R{Q!Z_B=e!0#Ro>JK?o|+9a_0
zxz-BlfiKD?!>=fIcb;T@`%C$fVc9crP6yB6)|&jTscK0ZQ9((_+<jFyWLrOSq-R4o
zad+HnYG&R8_XJMPpQZhNPn?TpHt?TRdHp9fU3_q&jfv&#o6MceC*ND8qqMezG%l4;
zg9856P#&1G=NllqsG_)QU3cwiIYV(d={VfTyW1EV91$8crmDGV|9rSAERVt5bT38r
zqwD%vPX1aDVLtrF58W|_H0GiTkr5l44^3YsU-<a$;)eb}Ws63>7&O-?_&Yp4>;2h2
z5p>$`clp<BX%b~>`@+Z4{l2xeg{!&R(_jysS0+{tW?yaC%ISJ}8y3CM#D`Foj(K>y
z(!IZ=QHTG*29~MhQv>p%l;zvG5`w&`Q0JP!KfPuf01%R0q{$~}0Yrf)EDW8{ejJ#q
z%I-oL0d~Vw8pBGc)M9|O2_|7luvuP1ty!MihFC*QnKa5n9TLWaS8Fzu_)mw>YfX5G
z4MOaP3UoqUK;$uhXBhCIoj586NGI}4D<EIc$3!I<V6-GoA~nv>HPr#b6-{k6GCsQp
zDip<HYb*LOoNjCHn?9nR!x8o-8$v>2zX%T1zQ?$q1j9%~hQQKM1v;R21;k;fc~vLc
z3)sH;r!c6O5qDqSyi>q;;l*U)6T~u3hW8vb4@5aTzyuWezPb{;Q=Kk{h3pBTooWIM
z-XKDHYvW-IQTwEcJCu+-0`WN*t9+(;d8zsSK)oQlt$)Ne8Xsy~|4rNtSdDT28UR;6
zP(|&8$_;W*)XamSrx2(dUwl7K^yir9)PVlZO8N2e=p}#%l^{D`S_MC?6Oo6L>qk)N
z^4xqZY_3_5CnXHxlL7`+<6M)JyMq0=mB;omNro>I)oc*S7;G<{?(Hz3iZ$8_i-LS@
zZFbqSE4*u1!v1KNUeHGigk6h*fS4J>NSSW|;{aX~v(FoY;0U*&RfB>PKeY6A+bnws
z_<v=Xp4Rr*DUkJ-dY6TD6>y#$a6NhUspSocYGgpH5G_wkXu_gkj=TeYzAImz>_H|L
zh6&+;e7F0=`*xLRVT?13x{Iqz1S~XQH0Z}D#c}TU-L8@03@kQ7hbQHS(Gr`0(Vtq7
z<Fs@TfGtvqwW9-(FstUMvUn584|aOz{v4I3MgSk2knsEbGw-{-pWGI?CYFtgW{H>8
z0}Amp5FXwT0#N6be5)(*@m6oOufrcjZU{ysEMGJxw5%nxB{V-jza}|3wx;IuZ6H!N
zN|@LAhYSco!xRE^b^usPcuk9`$ev4)0rl9U@B6n6uaZkKccg7t_00?zzU9-gR6p%R
zR(3|1(>Z#q-2AVQd#KvPSMSDrq~_m|O6&nn;S3DeBtzh|boO`QbzS@yl{@|+>M%+Y
zRmf2<b$V7+Ukr%`@guShklJH@pn<2V41rQ<@1o&Y5w>jTd{{Oq$UWcz0*dbzbkhO4
zCS7BDSlHkmgAyW?PE8OJ0&9}$Hi5l&>KC{N;fCM!mF(SKgz-}Ufmmx%_p;<!HX@>O
zS?C=EBOXhWe~Ji+W=TiEV4Xq2>qS(JF7lPCBotU}NE3@-mY$S^d}t-io020hm9_(@
zvGda6W(4uTm>`%&go_~va2V>*h)#0+qEd~4{8U3gjP9=_FkyRyx`lFm5Z%(WW>IQv
z#R*J?s4%VsFA7m24Gk_8GUi0}W8mZxjI!=4I7jXKQA;Cuv*ME?lKc0`sS@>$?*T1(
zi6IaWT^=n7v^&RvMAc`)DAS=&-c3l5E#`rA_nnwU4s9Q!Jb7RN5ti)J$<vvbp5(|x
zM?0xc*QUH(Xc9;<eqXOPJW5bjjnWcje<UQLlG=@<D5}P~!uV-<qk15DQt~E(;dW=n
zEVGOe0%47cTqY4<n#f`A?>>$ah;of|J!Yw}aG;T)D}|SetPue)lP2q6dKsc&syO{f
zYIZhUM11HYqW0^W5}0r@Nv=fH{EL?QP5W#di9{hPr_(}ZerLu#YE&Mh3F3!cTFq{<
z1(O9zh-<asDStR0R3FBUcIpm)vsqDPo^H^!BS44T^)9~*eAtsXXBl!||8EsZd$5Ic
z8l8k~1-6dJR;52~{d{RPKXO$1`r}#}JNeeg?nOKdZeiR0YI?JCKd<v!EFM?hOew-`
zqx;0lsWyA#G+@g1IQ&9b{K?ip^Wy92qp<n&s%i0FWGp%)iGzo502Tl9`ykuks?M2c
z=LHY#^q)Y=qfh>k{c2~J69r70R4=kUe&_0%?Yc9Y2!HDE8+s@nMDdsD{PVmFMc0YV
zge{WbP>inZ29aEXe_6)HYdhUGlcjzqn%Rj)nq<(VJ^}A$s=lbP4^*5yS5zc#xD(qv
zg9{~bSn!TmuQYxjau$h+X@0*NGt|18oZPbZkpC%{`KxD}^UQ1U=s>c4+#f>YQ3raa
z?d%l%DEL*t&gEUXw!mknm&K>(0CLbGU2h~D`Rd<QP2>oCj<9*1)i&F3e7?h;J=1*s
zWBk@zahrPdZs>=-kFEF#OJ^uN*!}VG=-}XH@4AQATtMKZoui|{^XGRpU+QZ6ybiW8
zeW+z_@yw`N2-!ij$_+lgvtFJ1vxBHW^+WDhh+7DaJVS{(rq3)Tg@{;)xHvrez?(J`
znytwkKVHzSQCz~CoNpSPNJr5x;TRCbP3;C>CSoT-x;#!|dC#&Os>O4YWIFvnLpZ=8
zO^T3ckkn&>^Xo#AGdgchXhUv%4-F@RaIb81cPRKI-0uos*R)E2`Ya;SgNV;MfVey0
zs?zI_V1O8_vXF6Xb&*EGo<&gtp>b_PkbMtybe8D4<JDQXY`c3JI^-H$`<6Y^wFmIu
z3z7DMg1Fg&xv4=5L@A4!#A^xICgz{Ok`y(MW29JwO<xo59CcJ}qW_21&Aa&qp2YXl
zDOyBR_`A_f-5Y)MDK{m<LSO;xSwgzxBHUPVif#Bj?Y#g)$qeo#XW*RfMLMZN2stn_
zJZWzvy*vroeS0sxl1gbkv-kt`T1x#^BK#;&FzBE*?SNBUOi?~Cy5g5Pi>&gyaw@V{
zPz<J(P;YguYX55DVi9po90oU*?f+RPY<Q0A_~gOJg2AlWeqkyWxp7l;nSbyJd-3h1
zBB_55Sbc84*Xj-U^i<wR{Y{I@Lv3Ot>@Zh{iMlkxj?73DOp7t*TQltoNUffyH1~cV
z7VB(t#!P{yJP!s+X4Xt1A#5hqvYr}VL4y#W{wL);@5{;|zV=fdjUd|P%U`#0tt;rx
zbFczC&|dcH5l+W>#>#y>z|kE2JlIlO%i0D=98^j0$ududYG=8|4C|SMVtaMtg>+&?
z2Sy(`^_V_k@2^?Zk@`m_G)0}?&zK)&N@;r74od_;%kSF-G&+qU4#$N{ZP=ekX*n0N
z55!0T!97bhVFe2}1@0jk&N$Pd+CrKe;m-?S%5>iu4>y+yH?Ivhr|E7eTM4%wFAR;7
zdEiN7sjj>yre~vA8MM`YIHNxB0xI(NPkKw0Qm}pXTFZ4$vM3+;*3U;rGy~?6v95`q
zS$}|^In0Xu$`;lQXyZS2aGW@<!#2$nz9kpVj+YKn7{C4&e!W&15(tPw?}CGUuhtkW
zky%P-R|lbU9LoFM9dXX?x1da`UiU|=IN2MN{=V?3JaRy9tzh2WQZIWHIb9L&Z^ORT
zC_DT5b>7-kz)0%Bu5P~d8u|3_KiMpg&nhOi)fOKWEz@N`da~)r{S)}^|3RAbz^Kfp
z|A}?L0}mH<y?g3!Nbb^x19CGY1$nO>DQyoFKjlsrZ0nmG^Os&A`aWGR_hOcNJ5ov(
zQq~hqj?FTj@aW%u&viSC>vl5N?X>c&kx{WHo9}KPe-6asN<WFDqkUSd<{hZ+5EiwV
z0r&IFZfWaS>=lma%cYzOo9ip7sY8$E<E7|21A!_aEyi<&TWtR}pgu=;1GwDbf$oF1
zThqX5i*yW)ls|f_UK0T8;mGWiUETwi)$G8D)bL?I6CN)`*E+MVdiLNcGHc_t^b9Fz
zaaQAd*1?HoewhTB<0G=LKgg7%D=1B`60nMWg9~Y%Hpbhy_g#8EUQ-Yj^E2%jq{=%X
zUM3}h=6jy{aJ{KhX2E<_VQ~$X|NGCo{$N2u3HlsL?!E{8HOqUT-W^w7?as;fXevfb
z7B@&Gy}x*sF?c$7xUgfK{?cB-hy|TD8qnMxAOelBg<W&MlF_CJhlag0lMr0>SzTPN
zc_oNWxc@!MNLui=Ti+Y<#}9eCx$73x{b;=*1qeS%m;c;l5^J3WVIKT~_Usx!JXnU8
zx;G@Oy|j=(yospW7kLvJ-Onpz#6;rL*nSr5x)^C%n&x&JrTW)pxM|GhUry7ukL^lL
z$CQEACX(I#!Xa<P>p>JMNO|md$m8^=Vb%+S5;?In=s2Tg0Fsd3+osb)ycWNGcpzvw
zHu9~gZ8jbM?Db;oc$GogT@?$CSB(<;F0BOG1-RA+AYG~i0EF(Nhx&FuIdZN<PU(EJ
zi23~?wgdS^Iu#IyQ|tOom*H#^7ZwxXsR^*+?})~Sk&S8OO{*6QMU9q`mh6pN!XNr$
zg%7I_$LMd<FDCtC%jY+SbLN_cYewEO;r=P{{+`&P_L&to^Fk!THX8x=D*wjJ3Ku_<
z=w;3V_JG&BPiKek@6!5<)m6S=nJTw~!&3D_SHYCAYUKVG3Aq`k*M_rpIc6$1Wg%p$
zj)vTRSl=ZArZ4ruvxR`~Q@841(_3X-4qGa>iraS38`h8N=PYVgY+8DHyex`mpU?RR
z)jN7-dGjh7*j~E+@fn(SKdqQhh<ey^;2Xsye@&a`KH0GA)$-54jcI^HfhGfGb6c@8
zELAIHFXOz)&c<o(+^o*lQSsx#qd*eT)6Af|bx6$QvB|sus3u{D`Oe>O%yW4w+-6?Q
z%ZF`eLP5$+6kTF3frT>h?;5k2KF;i!W0jP3^yHP=tBoU%>xu2h(09JqFhZq!5$Uye
zF{lztJi$CmL;gkV1iAM>yc>#Q^FId<D)}QRja4!o+{;MbD(ouP5$ksV8}NMe^!*o|
zMlS|U(Z6o(!UV1p1kb$#dJ-p_m--6PeV>)B{~QMEo}Pcaro!>2@e7m>j#yd0Z>y{F
z2D}>Mp}LP~MQxP6dSAD1{~0QMu(c%c=x)3il*?@0I%_90+vOw6C)Rb*EtioBuU?Ug
zd;PaYi=Sw))8ochuff^@A&9}ZaJ4fqbQ>UQ0-1K!k3j&U1-t|v<oZhjdROlY0=BDU
zUBUmsb^$UO9>;ZVcL$6oJ)@+;0PrLi7&%>ZB$6!{IA2i+B7j6mw&<<aB0>Q<?mVEL
z<cHZ@bHlv$p&-n@YK;Ui69i~0qf|WZuI^GK2BMnVktj7~dn2w3K$Q%k2+Ib7+~|7+
z;yR3!jH+jMFFhjxydzns067`6DiH><|J#>jk>n2f(;Ufks$(jUCQ))o5H^9j8fM4R
zRnjx6AY{i~pmvX~5}aug1_uez*Go{lQQv3GL+poymK(O;rbu`xaS%$6Shdvn7Q0Nk
z0na(<pqD<!!kZlrH34vOa3w#iYoAIGSh&E*4m-RQL*T%veRv!xKywZzK?YoeWvFM8
z^06D%Vn`hCDghM?O@UzmTLH(}2ZnwVY=?dff&Z1Z*#)4R5kz|+G077w)etbi#Nad^
z>-cCEd=a)V%BL+G56dsXx##2D^3*=_s(()5PVFC!*-xmhOh|%hCUP)_DcuzrfZa33
zQjl=}x;%0W!tyGI^89V!F2_hQ$4|cJ^<K0iq3eB4y{rIoAnTw3Mw9qvA^}WWP492*
z<)xd4&lulRgiZF@Y}<)f)uc^L4NRUqD^flKvkuv4X+}O%&zZ2%sA4weI1`LlVhn><
zqKQZ_vH>OnTtkTlzKo-E0We7pKE1m_W7?g5SWo%eEOG7L)OmNFRiPmT3f?9EkuZVi
zSrs27OfFm>1~H%%gcK>JLU3^=FllEt+N=oZKYofZst?hCLX{EK@kD+Kl};-UM3am-
z%wTn-$x(5nV-s{FFf7e;m_M!T39YRENuB?R|4F<dF+e`yf$a{9^&;!*FPrLpGnKKN
z%3&uT=@kva<D6Nhb^8uu9A3Gzs3<g6U^dhAR-7J$>biC+WYp7`q5!xdHK#-P+sf1>
zk8wsz8C-m(qo!CT5A*v(UA=T;OblD4S=5x17N?yS+(`@Wpap-zjrRtvmFWMYiz>S)
zDZ7Xg^+<p%Cg@8qBkqXsvTb)U>5bZHVe%&>7@}kVfat2=qxZ0z@QJ8OQ+F7<)MwdG
zH|AkLu|)cU?w|w$7CUGNc?eUy&ulKi&&y~9lH_%aV6B!L(<1{!j5~smEf^1pNLRY4
zp*V<B2qKLjeXa_aMb(D8Lw>MmT=+0|4L7iK+BCvmaldlGK6QzdVAil>=H4udZDh^k
zf;{-;d7qh>o28RB)4wr?rZ~07tAm)t{vm*NF}nppzyck$=-#oi{uO4U?uC3IB2&fX
zg5NEr{2<kJ#qfP?cgW;Xhy*(J9Q$Nrh#;!Rw;6!W%1MR{FMif+Y6Tqyx(FyL%H)%?
zR5$_vBmZS6fz@Dh>e&Rvd<2JIX&|EHG2tNqt3#5}nWkG)-zPe+UdzY|s5UbZ9EOST
z<ZyOUJaIyWsD~MGaOVd20l}-1MAf7iH-W+_9YI-#n7F9^2uSqkB#D#=aa?z?<hcp?
z+y42*4VG(01Wa#lN20k@&}KE@XZlA!DK6?F#d!A6=uW4`B>Q@RgY&PcGg^~e6(ZYD
z3+X5bz53?Zu4q@pndPb*VNV5^TJQ2jF$y<xKWVk6^}yK^OPjC~>yy;2*AoY9HFMs^
z<ZPS3%oNR-U_<N=x0)xmJ_TGtJ)6H95(~xKavo)f+dR;^CdR<hxvIT-!Qo8lcAo2U
zWk8RP_}y5mz>oHa97nttE90M$eSGM#qc_^2E4AOo3b)T`cbg?HnA*I{(18u;xwZEQ
zN|S%M$5-mAt<O%bk{%(G>kpY*iTwZO9hVV)p4@8TGNkB<&1S;;9w39R!~Z;ek9NPB
zy@HBQ%N@pEDqQ<w2-(V{E^FiE%J<(vC4=pxgdTQWWAq&fQ$+89{VidAhwx!x1v#?{
zcYD(mypZ<cTrPFxQAgVVa<UyyCCdQB-Eic~q*G}34yfKc&SWxj#*1uEK}Ji;?vFY?
z_L53F9(ax&`C&ueb&mdnXgYAQR(Q%ymkuQL!<7*n<-GUh#`(g4rSGZ1)8Lcq123_x
zi;bQ?=vid~dM}Hx7OFcB4-WFax{Q=-dmRKUYEN6y7xR&Cxd4H4X)jv^&$N#VRkZ!v
zaK16*o;_QC(s%4W5C3S@cs7qa`Zk=|aCkBe=TJTw?pgg2-W_+)cMb%2<7xMyGvnhs
zE06Ux!(|%&Ja!c#i#}-Rsn;vuboi3Y^;w&2Bqv(ux7&Qpolz3ZmAcO}2W>ZFZ5^JH
z=+3UNW{`TkDwO%&?@tSzeLoVTjda=pw~JqtGU6O|E6r^Mf^;e1snv+$(Ng^nb!A8e
zL;%v`x#hyJ=mdeVKD~wNE^ncmLTXy%Dj-H;N;Pijeh|6P9Abg>W{1Y$Ht{9c1%trJ
z#2_$QN@TcCWPpbNRjkE$zd0nC$WV1~CKN6|jT5g|0p!8+$enZME(mpPMU!m%1NeH4
z@_8o~UKxaXbcrQ;ey=-Jzzz?htHC1Jx%VZ-yX?i8NL06FNLo-Dpmc6?5&e!cZquTB
zsubFZYCu*P73D<X^90iP#)J|}Vn&9ds_&LA?MCk3UcrmpL9*w~=U;=viB8%X)fRy4
zL*ar0hmmW2iISRCF5{!pf{C+S8QCw^%s(C*9{1d(x#<@1;Oo-HMXAV=$Nf$v>Keg&
zR>FE#Vmel$<oJYUqjzo{(8y1|wDu&#Ob+=XS^LnV28uEBh(5n7vrqmaGE97Y{-XuE
zaSxt%g^>i8ggSulR2Z|Fa4$SmD^N8x)<8h0h^JHO|CK(YV9r#3FAoE>vY>s@`SVWK
z(kN2FJTbMupD4B@OCldE7F8#&QQb}(IGi9x{(ARR^<13+s8}hJvD|rX$$8A4b?lyX
zJiz(9Ml^Martm8DrDyj>?Vacq)`(6g&!;?Rk?VtD>w3uw0|n%?MhWx}GTAI+ZfLkh
zwBEFSl>TW*R<m#u7w2ZKSC0~+qP}q%ibm002z6x|nkPt^<itHpr~dK2G@|)S!6N?O
zVcr)VB4}a5IA6nf_ni>9TdePv&a<r;->q2R4?0v+!ZA&5{ooI7{L^f5k%6<;nT`G~
zJG(#Pz6;PQ-KjeMch<ASJ0SO{NBq8j)^53qMOuwbN@Y^M^}Sdt?YDmijp0LM*M*bb
zMLY*Vo)@XBnICq-PXqh8XeNTBC-CQbr;l{i=gJN6-rm>6`L~epIs9dxI`X4D{^|f{
z3%_%AKG8Eao*H;WC0E>2@s`Ghb+<ujGWdDP&eXlj;~&H9OV)Dyub$pNna$j6x-)}z
zY$RNm5LOO8LhmY!{FBM@xC?S9lk#d6d@U^gQskDspmMqRow|X7T?wtaZq2XjI14|)
zp~lgo$%G=aN?0{HjWF8fhfvN*?)L(Yd(m8a51^_)jUvW=@h12UximgeQhvgt{6tt?
zF)KG~=-04wkC@ZOyK27ybBRmdr=p6(KMCF>BW(ygt|0;&JJkKiLbu|1%G|ofwS6Fn
z{4BDAT!QHB-Hhz`+92uKlRl?Q=LcD~dM~a#>()M>&w4Rkw()7%<v0?!>jCIe*Hj4*
zxB4n`e1s`&gJ)`iNU9=PVRT3@eL~pL5mOKZbM%b@^rrpH$9?s3sB~{apw*n6Fx}tl
z92+{adXYVt1X|qH_`XwB_gWYcMaSY<h~m62!)(5fYbxV2r1YsP`xkn0c$B5FqrM|!
zbqR3$PEm?)>W~~;0n)Pvko(cVaLMNRQu-&}rT*ZD_mz4lfXkZOA%&BKs!0U9h)OSk
zSpta1#D3<SESS7JRD2u)r-z*EKl!*Y6a=&g<lni#nO9kEY#uN7rglXYo>h{mLpq^8
z5+`aZ#d4S6GA9KssX`_L&Ddf<$sAOLTaXQBo9c$3P*flzVoX0=53r@NAJDn??3=2u
z3x8FIVGe<}5NZV~A;Rmyz{dd?Qu#_lP|felF-%e4e2@2-0EA5|&$)yC)Of^~52EL%
z3Ni4L6y=?Y3zw3UvBZdx?;i*;6kU%dKn}TkP2HHici=W#Rse`ISN<lbiIVlw-;*Oa
z-Y}%v<Gw0{u>X6!YUJHr6&sFMbrSmlt%O~@)7rihs(E+>`v~<!%h)5|yw8U&fq!x*
zlFC*W<5m}CN<v)3tUZNnJwNkYse2t+ptq(_-#1a;4^e9l=rs?6OQ%NzhPu{|JT)C%
z?O#59ViO~zY?D^<fL&U68P0?I1;|&FkJZwHI_SLd*sGwN1&lZC=+XSv>f+WW348Ev
zx%cMMCdpX`u4A@)q9=OjtFzkljT`t-n(YbTfIRPEe`mM9Pkt3QQ)LYB@D1%b$g{K^
zQE%TBPGhW$_|hDP+~-_G*~KdtAOB;npd!o?CiiUUf*0EUyd!+GZN)HS7v_%VE`u$~
zikBYy4X{-`CKdhCHoMc>sq=N^;fY5MyUaA{XT@l<>V|tXp6MTyPl8WNy+(rr6LQ+c
zxfh!p&&B2=>(*34M+0WoV%oU^ZAn2ylgIeImk#KGoz_*k7vHU?uH5b-Uw0+9ZBc}Q
z>o4hcuBSMWLS5nL@ueBxg_gM@<;w{XMWrFdKmOu>+OXP{{4}dOS68Iv(ejS1)E?XD
zs^9fcG(HWlL#W(4s++;v?ZEHX3_XyT^eNt1ob`XBxIzEoFD~G(_yUXgM!M3~P)X*}
zLATfAhgrf;l`Mbzv@$Gjj}{&re6AV${cg3qLfmG~0(hgXOf9V3icACk+h<pQDFWl;
z!@Kb!P!G|6<*;k}djFh?=KPw<Dxs!o0L<K*@UBpn|E>$QRN+Gw`WrW+A+U(|ckOy}
z);g3?F?a0{g!!S=OAydP_wFz<3*_((9r6(@O+qSQ);xwp5kgstthcEL+kox|jKey5
zKLmup&+j@%PvYM0LrX|H8B9?CORp0N+C70zoDl=)cwUKS{PM?EGa$ejas{M@l$3nv
zK%YX1&H)q7w@#d57moei2Cg~CenExf{*MUTusb?H8L}|MgBx$Rt4>r61M*50Q@_D<
z5M+AzLh<owEX_Vp()JINDgQKwTd<df;|&{2Kon0pNGUmi`WY2Z@XwDS;r9|D++kQE
zd;&>TCzRhlK^x{oPo59KG9c2G=kG9E@xG;6?_{C==1wc#TgiJ*#cTmw{w{V|ojNkV
z!^l@&5F^NR4kH@^()xHTnn)R&1su@(f9VaxmHv;TvyN)=Z{skG!A5R$vjK{Pq=X`}
zjZ{=hq$O2Cl$4Md8{Hu#4T|tXQ9uMFM}ss-D~)t_ZSUjjAL{Y!z&Xr4&vSq8&*!>Y
zvX$qAr-k_}=4KJU?~tL;27Fryd|P^aTZ7qKjylI2!q^?pv2&kxcfUmZ<s(YmyZK!6
zTZrj5selK!BsOKtQDxn>nY)5fSelVOJ^amUHGdE9CkEax4ZLGS>$Erx8Tky^xJ;Rt
z^pTIAMtxZIbJZ%nnII<P1}+Ow`tB9~Gl=^yTanAs-K<*zg=9#$pDtV**CfTz5<xqs
zNC{Egz1io7wafeZcA(?l-7^RzLCgR>9>u%ac67vK<|{H~(O#Y^y;0!dH!I&}fxn=T
zMcquxKzJ?yZ<-ZouJb*xg>q*Z<ZS~Iwk_1!As!w=D^LPVEf8Rn0FK45zi{*oF=(;4
zG;K?UO%M{Cym{{#MkyXo2CO^<phjH1lqzAlHNNaZyhmL>O1p9;pqad2e6L3!@`B)I
z#l%k?EXd4`DP_cwT?AfGv@#f>b456S6N28ZiD6Enrstu%C#{Pct(yz`xbI!3JBv>J
zQYnRrtE_Egq*>nk$7Opk&<?D`kZA2vh)wGtT1T+{=!rJ9)+mwAD<jVf5q~aw0>BZ-
z{*8pfx6g#l{ClW64E^aCf&Wjr49z?bkZ4S96DMRK831@jOkRN+0zsVOdK0_<bjNSX
z7r(}%OCRe(%6>)~V{B!bQ#t4EM@tDrMeE9>sglJI6hRRHiX@Hyn=k%WuniS6^#4zS
zA35AQKm1?;T?dPX<aT$s1pdpZ{+qw9zlKY(Q$R$Z>k?2UcGYoB_M^ez0a{!!e>mX-
zo%<V30RaGugM>E0^E9B)C*v4)5YE1kdeR<5i?h$$MS_83tD0bpW>0gGCiiX72psOh
z_!k%s9YwWR<=`x8SLws}jLDmL@}o6Gp-d`itl)BZ5ibb%@?b(5;EY6LHninOU{p_^
zzI%J`_-Z2NxYz0gA9DBon*v=R-Y%r4l$cA4U$a(Wmj2Bwyk##;)z%x%5-es24-Ogs
z3om0~7jKgboiA?Edt}Z($ifbFfnFDY1GrGo!=Ho}86H95*g2@mO)Dt*TaS$;mfM_d
zhFWC_x_Yf}E>6anm=>lXV-?XyKnNM2zjozGU5Y$F!fWSMpQ+UG%gR_7W4s66u~Cw<
z0rC%qmgES0fKhHcM-nd_G=dpG?o5yI0Rjfa;aH$CMgtt)m~rtk;K6{Dx|N$n#>It<
zF05h?R%v)bt_m%trwDmiB?SK~r&i-bAt}`0gc~WRx`a5*YDHc$yipfxlZ^2ZfmrrL
z)3{t~51^Sx5$Beo?6Ey|q$DCPSQaZoB12tI$q8q7GG@EuB?i4O-Y#~CO2axE2jDiw
z(Q-14w<PPSS3aH2EFwI4$nZzrP6)tOwXr)@w*L3f%lMM-b}X^Cil|Q_YmxMPjD}yr
z8Uu)wN3g|}cO-Qp&Y}DHWSOxi8kt5%mN||ZNGlx%I%-xVtNURj-*{~4`-VC6`|5HI
z3r{EPwOXWtW?7Y)T4|$&MCU+o>b2ELnjwuBQ7N@+Gd$Y?SfBa!!Q^X&3|ODJ&F!!C
z$H!C4#O+I3l0T^#g)k>}w7fvwsoQONKQ(iw;rP$n^I1d#79fknHH4J0$8BMKa&};2
zsCu8vVeT<hgXiIDa(A4BdA0k|#)y}8*6pLe|MiyGM%`a$e(UZ}VY|6`c}UNj%-Vak
z?e(b->pM>Mu83P4s1FV!xxAm>=0|87Y8Di|AG%9|r#eT5byEZgKfEsjG#s_>iE82J
zp@4c(@ug|BqDjndkf?yNKo6XciT&e1n93p<zfB$qhlDe!A@ket!U;$&0X9NdFg}oW
zg(a~XE)q?U0$`c@XmAa1cp0qnG>Mj8KMH`0;R&$a*3g?AAFbkX5genJFsV~OVGjS>
z<QCZ%OoRZ{JVvmFLGCGw?jLj#YU2ndwJ1QKt)LhL<?XsdF31Ex_TZk*QZ8T2sPaY!
zU#AH7fE?}(U-%?M#L)@~9HV+f-bU%|U(+K7>XaODQCD6D*-xQ9ph>`4<7a>;$k-}D
ziU$Eftp5Z^@aS`dcQpx@b5-zCH5Ly$;g?hkq>5uY;aAcB(i#D$2q-epB18RB>sssS
zg_TI1s<2N}FTvV710Egdy7kznzY@6dit4%XB4%H8$W3og%XQE3-rgG#S=5JDDTRol
zp5RHKa2WQ&4Mu@0>I0<N4;K;osWeQ>Zu5mQ3+=-mf+Er__tNv!dIRtMp*X>Ck1}2T
z1Y>^Oo!}zO?225PC(uX>0~f4#;CdMN1Pp9(Dc5ubg5R-2QE=QTd!Rru%Y{brXVp&|
zI^mr6qjI|LKe^s#A>KbzBr^S3tc93Ia~hVCUQ%hgh)}!>BpUVQ294#7p8(1HiTE7z
zWLC?>Vle=;mW0X`2v^#HbxF60052Un)CKFMGa4m+>DP(vl2I>gSHEJ<qL^&VED=se
zZ77OQinMwL)nOHireS~ao<$=|^cE)LolR%=1JR!k#e4gOC3}hq|B3#TXAZ9mO|1J{
z-dy=JaceTN>0?dT(Z}9|2Cr1RFNle1uM5I(Rh-{JUxLo`t&3eVvtwA_j4_Y0!taaJ
z(L~kc|F}a!ldtzW0(XS4mRsq}lx5pV9DRmDPl~#$M-zQ(>vt@4P8XVL;@ZtnIjg6R
z4kxE)zm6en0ZQd(!x?6%2A`d<g|LQOZaYyF8HkdSJLaY}w{N_DVY7H<zdZuru>?02
zG;Y6&_4<>(@k4IJ*SCh$w=tXbBk%TpOVx6ia}S+)*2ZnrkZVoVE|{Y<R3A87y!!42
zrO3jqk8^aYSS=@={F)p5#ea&N6x1s6f~(p>zPE=|uBfKJrs41%v<}o`XY{|9pz4sG
z5S=#oAe>FRL$_k#-DJdr&8HtdMQ?Zt-SCtb^OT@n2y?o0lW&LJ3XS1uc^*4wWzjsC
ze?^QG@BW3KWaB=VJev4ob7}0h^)sw5xE<KJNs|pD$jE@us)LU_P^nbT*f_DN*>}!W
z`}?NRWQFAEuu}_cPEOj1<c#46<cs&HS(<Q!f>6L@x*Cxj)_l^D#~BC@1e&?ynP(2n
z+Sa~U(mz7(+y1d@4d$Geehw=Or?^6Q|2Vr&n(!=Q9$yS$rR0_~A8r?bPmMC=1GZ!e
zKd8I(^tLc+4Dgam9R4!j{M0Bt0PTex=Pp}+=3Q)A*zMbleyzm!(pL#Y%v&9FX?dSl
z6Q)ZXu=M}>bxm8Rt>jBNH?SR?ij=5gF}MGDdnW!8^W^VD`oWFIvj}}{BY+*%VUecI
zcD3&D(>I@PGHUCv2{5|K8exU+*Cv0NxEo=5U%y1C`Fb?8D9Bg~2-W_@sI9QNE1rHf
zl;;k5pU`Xn0nLk6exM#9BpAXhDgYV}bq_>ew}00C#)gLKmooCS^f}ZlhW5!|*!6YR
zc-DFl3%CO9#0<3^|0wMw#t-zct!UZ@4Gwobdd()v3ilTJSUMUlpDS9v^ZQT!@{MiZ
z<|zI=t1a$LcP}`f_-*i`WV;!WDoE<%WMlf)1yv++02w{K9B6ID_j71=e<^RdyQSYq
zBl~M?I(6$}75Aflg^vv;ITw!p^Uj}ab0p*Z%4H7*n~~9kYK19x+wz4W<L(~`AHS*6
z7oNYES^MwJw{P=zeJ60EL%k_OF)2fbDdmTik>8Kj4*P0er(wx2VV5u0J5e5Ztntcv
z+Ul!}6?;CX;?2(z&cY(X{au~+?*U1F!<V{Zul1~@f5sO{z0>DsNQRbTp)4*JK^Jut
z^-2^<zx^?{t8WH*?zp)fxP|7@>u5sk16<lpns9(`FOr^N6(Kx}m<?zDfV@jWPpl$5
zE6{cM*ucjIHcMRE;?Bav5K>vA$78Q;nPbUp+W?(|b5yXUsbs+A_e0B?zxA}khRYYV
zK=PW`It20A^6p8V$)BkwbPKPiNArwUr&Gy^4cq$<HN6O;q`y@awcEFdgMw!Yorspr
zu*(0BYn%7eb6hU&x}Jx<TdCWSJEi$rgU!LB{h_0K*1qRDGSG$NLzv6U=OA2-pw$ND
zgQlCd++LIXTQBWe%(mL!Dt~<Y`vY@g1vBHsHCtL@qJDsA<5vC8QFrk>?B}6hqGO+A
zy{l=s>1F$Jw|#W4S5<5*?z07|#%-x{sI7%|nW3+tO78FoD36THwRBTt%p(3OE?+Yf
z(paN97ptv_%rJHP^kOJ7GKO<Pnp#AwMDI%^YlsG<JBf$!7O3Sm^rA&RU}yekebAzE
zQ!dg4)xrmw<3pmGE@9aNBzSnJc|1RBaOVvu&}i6~teXX$Qwdqdw@69>Fa^xY7A@nC
zbKu0(d!7brkK3V(SMB`wm(nB@fhrw~OGhYOu<`{w1@099xh$xM0@Mpr3qNIF{O@-Q
zw-!Ik-(c@EH1MX)hHXA7l0m~&s3#^UF|sOZXH>x1ep>k4I`<|(;s&^i#9-_|0uh%B
z1!6!CXp~vx(tt4m<!S^EBa~VS+zssm_HcKtGjgtk&O@bO7;2FF31(N#8w2*00z>k_
zm}<3oe6?%S(}O1SOk|P2lmaUL1k*wtSVW<Fci$@8hkOr5*9;>=Rdyq+GFGs_7QdPV
zobg%?Fy!&UHxNpG%}UUVS?0Njg*o1>ElvP$F!blnP*y99D;i-_f5$_aj|waKDA$=r
z5~<qRo3Ka20<t&%tjm9)TZj{_D{UVSf1X8il}+=LW2~N>LsAUaGu4W62`v+DPQ3!U
zuTYpI19eyG&u?l>50GlqIQ&hlMYN7?61zfk7V}zrLM`}iCWTrbxr#6zO}%*A-KX!j
zRcbDBc@}MF5qM*!KVo~K_1KfeTaiYI2mI<th21yrZGC5x_EWoSmEYf%Znj>(Ej_IL
zpo)2LL*2laoKi&|m8-{Y|Ch4Ze^x&eH29z3mGDS>p%rqI47gx<kzJ6%RiLWUJND65
z>A*F3N*&IClLfXhJn47z;j*`(Tw$2+hk28LKg~&!OCQb#!m)tqpG~0%^Fp-GQt?P=
za1cGkKO>sUT@o1$elr|IY*Ilw@j5we@>hB?czVVj9ceQ#^u@-0iPh%Q?wi(@2+)=w
zkNtu<dgXW9t1PBAa})Rx+p)BWg>IGHI1l4-)D@w>2nq-4EqP*RuA~-Wvs>2h(<>t~
zzeSi^X^NNSr<hEgkhg-WDT5KZ`$1>W`~FD<%2ebR1j9y$AUq3jy3Z}A2eIBnFq9==
z1DiNq=w0rl{Szzj!`B~-OgohdD2zWHeJRkS0!){S0F<+=nGD4Eyo*T?pr=B*MfB*U
z`-4q5Mw<%Ybio4GX+TIYqs@bM7FF_hvUYfhFk>h{gmq_ZJpzi2Ds+Qa;Zb<PYj{3+
z4U~)jY*htX2^Ww>wut(BNYkkPj>02>9B4HoFr;{>5k5p~r<Vo^1zLfcAfPfaa4<pr
zUusoHDhvr#)8!S1vVcS3&nYoMis5J|Ilrj=?|)wPF*<&rI|(3Y6rn1*)S$VX`+u0z
zVlly6IWhB)E}M9ATJnF$9>Tp)323n$6If2g8;HpEwgKoRWbiEsHOb)Y`QrE0?fKQ@
zz(g4QPBqs83jGUjO`}Uon)}eKrw^r^3uF!U7j9DywkgaV|M_2~Ok_;7qhP_rJRvkD
zxIIO8!bX%<Aio^U@?0t;f*RbNQ+_*u<s*W%jlCnRJvcCA2X8!r2@FB=;JX5==c;W$
zxIq?b{_AYbj2~^KRv6$Mo)7I52Xr^|IN-NM|D<SrD<J5TC0|l8RKizg?{e`-kOke)
z^#Y$j1fJ4@WkqaAR=~wT4i~8UP$VVylwJ5Pw5~LmoW9umPrT;VBje~S{;xZ!V=uAR
z*6fH!jZcb8v9zsN0R0k>ZCP4OEZ^?S=|jzqG3i~|E8K&%cAv91v^9odk<UQ40-ERH
zRzU{vMqU&_F6}bt@Nm2K@^*itch;R7=Nkd1mq%4~Ppe?2S)|KXD=>c+?2s7t9oC9}
zbLTwx9-kov*4i=`Zb@{%yauTBCMQcbtfu80aR74!!l}pULf|@rp#^eD<cg)hTvi}J
zn!WqJx{PDm)5(B1J9mA5Kbi^5rP?-O`s{IW-Zx>}{5+5PucsxeIGDoo?d;zdiyOPk
zM*SBa>%URkPcF8@Qc34c1z6?ky|}P3Y=GaoCP%>TqVh@DcD7RBU*PxrE_O>)-Eoy~
z6{?Z`5*W;CeHOl%DJcIS7nJ&<+~Bdg1wojjF1NxubTX$EU7TDw&%=m=qm|Q>HKXO_
zp?G}p#^=OeNp-;|5B#qWgnU@({2)9MtM(}||1p{?P-B)DcGEsmSo<FMR5v@pG$lI{
zs^%t;3oQ!m9B^pTCZuKv2+mvYsjCUM0@n>j4u03X0ZRV3$DLN-Pz}-0f4q|f6~0I^
z?Nc(K6B`T_vRPTQ2~uH#fdyCyL621cQd>6yOhr9NA|vALj$qz^zcm~>3;BY%%g`tV
z3P6^-pM-Ft0<naqjV3(8Dl{Y+yAu)$abYN;1fG|GqY*lOCF?!Pp1Sa5N~iuhc%CS=
zEJ39l3vf@Mz!=m_#phkt%Liq|WNz`pr+Rbjj}wqUj1)dVLWa_WvrwD-Lux1}p-+Q;
zix$y>xcGC~1s)6OBsVXGh}Z-abL^<P)C8yUFFpIIOF-rBL2jWm`}$RvV9m`^deXo{
z9B?G3+a>x~pXc7=D-j5;Uy&cvbP2GR94HUfQ`P3ay)g4(5Rf}vD>Y1vT%w4sN1u=@
zA_DJ_1>6KQ=pTgGPs55gV)p2EV6#`ByU$;{F|YB+HY^dXtajX{>DeJN^*v8~u>1_F
z_Z@E}L4BQ-G6{OYU(ihE!oZqH&=O(6%-*eL1qZ;-*lkaB3HvyfJ-^74hBg%vjfw8d
zw9;Fqg9ULsT9H|u57H#>T1xbqe7ZjVS$v{c^7eqSE7>8+;N^ETrJA?_+R5`*iPx`^
zim|>bgNJe{urZdSq-RwuA4ZqbM28l%^gTlEP1dQ=vtSnA{W^_U%fIsQp4$VH$Vw&g
zN`WVq35-Sw4#E$|*b4}4zusv)j+E&6pvRH_fsDUG%k@F9FqL*P)03p%xzsmS4gLd=
zL|v|@tJLZy_X=+PxAen-)o1nbDW}v?euFSX$Wk_W@p}rZr(w#$s3D!gh<23%AIB<C
zboJdI9}TKvz+P-+<kWjze2u@+k<Dva+j#5svzqhz>9vK!A7MWeN8MkqPXOR#$hTh|
zZZ_JB>)NTUSlwi|AN=cY+_y@O@_p|l$3fQfR%Z9#O-rT%kHb1xFRR@S!51i=KNoYo
z6#a2d{yr`X-(tQOigm-5?Y6Yzrn$Cjm4|%XKVOb|FK>2j-F{T>Wp}pSOaI%F<4x(!
zJu8QUroHh$Z3$-kszx8*^kdHH;o(QX4)QAZ$m#uO@4khIF#q_N5M7Nkc<G#2GsQBI
zoVylnG_U5-t_h$Qiu_jqR5%n>MD^&s<_(+nZ#LJ;ZLhg|sC_Jd9q*9&&gqYN<tt^g
zs`wH!&_(=v%U%GKaS{LGcaPkwB`(-fMl9=9L6U9)?i?7Xst3$Hetcha^aVKiHef0P
zG+a<>i~iRP!pU2TjxKj~RoDPs5ui9oZ2MJ-^=<$|h_?U4bdXcX17v_XLX&9izPBvC
zh=78~3wQY2VXY#f_&^${EW-lagdB4Kd=O9g&cnVMb~G4s5uaM`Oehrxdf)uxk1gNt
z^PVahOj&PvXawPwg#EHy`&2t%wr{O-cngpANU9&R@cdZ9ViSW<-YBjaf8_pS%$z7S
z^ae2(*4M%OL`SG5N81CF9qo08bKOs75}=kS?c`ArU@$7jt;5GNn<aIBo&<dRc3^s2
z_POy-MET6uUcayDJFx!>#q?b$fr`Xp)%`iyB?HPN72ref=Uv|EQHLbjzxtiGF;2lL
zO~x-j{A>L`y%${xpY9buV?Iy`mgH(?JILFwi9a=N%QPg1gG`Yh^IMq{nq3R5uH#W$
zP2BX$F(Ri6qT~W_E+l;K>H}mh6aX2Jg&B{Eq<FXqbiX;(;_*<M{dfE<5Dhgz6Y7A#
zXK_oHp62kcYcjUP#80=Mz>h7;c7tSwLyD8cUUMp>yKh&pDy@k6{0gFOwd%drf<|&R
zas&y4k4j#fYD`}{as0TxKC$H-AGS)twBI{VP`Dp7a~*~af`TVNyTH~@UPzoc7qyh2
z(^PSt0myMe+y_#Je0=IQTgp;kp&5O2zZ(BUi6UcP8}PiM0O?hZm^MrpmJM2bAJqFc
z__%R!xMFaud~l{gIs8%;+o9ro?qRg<?fVF8`_T8XiN9-riRT*&H<cR3)39p$XV;TZ
zYQh4l1#>cb;c1f0Xp$-taS`-Yp#zvC|Iion5tO`<J67AToR_J}zEPge+O&8+m7W`5
z_c)=Uk9F_~QZE4J2q1oMe&+CaFHqyjz%gx5c?(L)a-3A^#d>IYZa81?sm3?;2X>dI
z&ha8l>Ho9Zgz0|wOxER)-1Z>_Fs=b+0N;j)lx?7MYj}KQxrMMG_K-fIYL_G4bgiFa
zzhS)@1CV{Bg(>a;-@(@HIfRu)yC)^kCCNo1U6c*1TeHd(GCk!R7Whb&RjZPji&Y^G
zSnA#Yvn-Of%IfOpwPUUHz7a2rm5oLv**7m8_s*I(dPhPsGP<i6N~RTSJQv0%4{bjg
z#Y$Kzl|zYhe|ozbKgZSoQ1r8Ru(Hkb^7-;2p!l^-MSy*2ac$v;0`bO5iTV$+{9>9J
zX~jcrV)-8PE^<0wXjnAC;msG|zl?x_1oSN1{GCz!@7u<>i=YCKfbL=wBe}N=42i!~
zB}>Q7bu|&2($UDHz#w}tr(|p=PZ@hyPs2%5uTeM!8z_!2jzPLm27muYHVZFfp8}Sm
zMzKLlL2>~*8naDIt$cpr@IC(4VTE6`lxK+RKy^4^&O(?Gjz@dH2cB#BFDTNZ<^Xa&
zpw+yDNfU{afq}-_fw3)v5GoJ~__(XOlqQ5R^)Hj-(2N_1-waKf^>7>VNN}?zW6QhQ
ztGS!xJrwMa9*Ri*v?z)ybqxedwX+8XXgYn7NPFO<iyXWNT%suULYC9>K~HD55e|J4
z7lA0XeMv%aJdvC%qEIpra<}Mq>utKWYdp|kNHa_e3Fn(;+{)JSf)!+h{p`K-^Us~h
z7T!6CPMonMtp5MX1C>A>w|Hy~Qp$|S9Lb&(jA_fSP}Cwn$<yPW{`{zNO>l}%Z!>h|
z=%)L@;AYKA<@k!>OAq%425*Im`4!9M^&c|=7(jbmAcmu>Dc_sHa+&?}?q7{JRH3zy
z;A%jGba7RJ+$NPQffgd*LCsR*cKQX=^rgu>)hgD#w9&ovD|3HG#PVk6vD>UIh~K4*
z{pJKU??&*Er-0e*yqK)`m)D+7Qge8MYIx&b^}oLzXaS|FN55X22kSEi%<A&oGO%|e
z*v-FzRMW-97FrGP2BM*>44|`0ERdm1fy43ly#m2Qyf;03KO^sg<}|+@7EGKCI3cGE
zR`5XO?;|96PP?FXP}h9b!-xuu_#Jaep$~Ur2?WH3KwdHfNbJI)RCJ#1Rx({u#td{R
zf<ZAVOi*sk$`XoJs*cgV!M;9fW~dQF6Q+61S<}u^(+&$^|57hDGy2eJLCCH)tV}8C
zLBIVstdze0qoPc6M_taCxXYmGw-OX2DIik$JS476Q0S$>4f%w9`GlyAqGz7JM8zCq
zLedfPjHZNM*z=3PMT+~ELX4GXH^IzM6%5axd&mJ6I(Y!Oo0es*jtm!o%F^1-IF$?N
z^?+@H01ykPNk3mo(2#Quh(Jt)!n=E<1dK7Ws~n$o(?T#kon*A+G4OplHDoTkjh7r)
z@M&mXAP{n7QW;<c<H#tjaqtugXtyq%a0r2)CD=RuRfK(fEQk#cWn&B!===zEw+#M{
zN3#LMG+<cL6uePm|4;Ntpux{*Ol28<QUv;c@z1$(?lQ;d3_$-Mv;<a^{NSq4Q2mz-
z=}|Zenr1qF5H%&ayYy#@5%|>sN({X)8Z3ZxcD5(?ktLZ!|DZZDokCFw*J~_=daq@z
zWl_=K|7Owfi-XDem861^>qs&cxb(3KS}r&PH_sOKzOWkOag)GLrk<uAOxx2rpqn|u
zvTUCzOydH*=ETn<9qa-vBnvKuy&n(J-&85`q=CkSmt=<G)xgR03A*C~|4Mqh!k>{e
zx8s}fE}lYx&G?f?dH|6k1j+JmdngE<YeVlol|u3vW2~SUFWVt<6(=*O5*Nk84y%Ez
z6*``e%rQ%MZRe$U?BO+c=$byFiz=OS0V*i2jhssc=IuiDr*8w0QCh+CCYiv%J+TK9
zmY$y`2eNpnRyTK*NUnVNhS=mLcJ2iCqKHw}6#MqnqG9ygjNS1*tQv&B8IQ<G>=;RJ
zya2M3W^1z+FDOv`U%&S~YuNuf2PZzU+{?(eb2EYe1owP39`_z}f7L)2kSsH|+u%3Q
z(x3yyA!ZBk)V(<aD8kulx8;?;1w&7C`o6AUz25;f|M}EQiqk)SCJ%!jx3nm4%+XWz
z@|<ydgF{Ek`0Qu8r*jts2LcV;J++0dDn~W0S=Ku*vbVMoiMVm>UL+CcEl&))^92<W
zev*0yF|Xfi{`uY?Yxy!K0{cZA)i$-<xL8Gg`YG@v#_{xr_Xxc~#r@!)PZ`N;(6;3c
zpZ#rBgRI%En<;YJP*?*=OEYeObKPu1Adx-r&J!S^Z6^sUl4<1aWF+*ryyl%Kg$-fn
zo4PYD&xYzYjm?c95npSWej-@#zg7n3!7rKV8jB>1SBmZ^O&)FyaUA$6`z;SFFVCD2
z+t0C$zH=m{>I)K|<s~-m%SDdn81eMvFDiTb^mO79k$VbIU5>5y+7w{hO*>JIf7FR{
zH+EoEudJZ13kxsCvMn0?NWV|Hx3f=oPP!hML1HDYm&C;AcpU@IJugE;IX1S(%Zo_`
z1*~ZgOkB?lq7h66jE2-Yx*-_`j1dXIm6(h>PyyXVk&aDp!V|;FJ${jN6B7Zz%+LE$
z&$&HT%cKEa4Pd-k0^<HmNiJ7ivgS&0>qwP61|VEn;U-e?&xl$IOn#!6QW{36MN&A-
z&ao9#V!&~Yom=(FE)5y1Q)#vjlAtFfiw0~sH~`sh1>*n9*?I*hrE&`3VU7RADS`qi
znwDU-I(et$si@pxZ*mY_3WpD%#tOOwY+E(F=$q&Rb7;D|bs3z%KVRM8a!;38mnT7Z
zQOFcHj^epe_k_lV8`TLV!85Nj;Q6Qw+K_)uFi-;ZKtGwFC~$Vkgdzw(mN{pH{wJ$0
zswxiGC%|M_b}R7&A_fE4Y!?x^&+t32CeESR2M>_tPwSjGVLPf{0P&81+7b*LKz0-;
z6#w(nd!)==ah|vNDGK%~WT*-t3IQ0OyV!*eU1WZVtO(tp*ChrDS+c0?tFD<kOlp{L
z75f+6MTPIEj?SfL3V#2g`C>nIbcq5-26ZI^kfl`S-ux(6#ct>l%;j+);!RAkguj}m
zlRfS4A}w>~pI_tM?n^ld&!4jF``-r#Jj)MslP=V!0SlDsGeOxv%Ga6619rq0eU>3U
ze<^)1G~Uzdpc#Evbg}>kk9vmChcUQZBFJ6w0d2^tSivpexSqv%B$>}%c*gOHhLsg)
z(6DyGqITM%YSN;1TwiX=K-thtNjG82By%t+)%-1|WdfT~I*(Zz$0MsDmMd!PLTc>q
z^6xW^JiC{^$MRC$)ahAGgQ(ya8Nn|~Pb?F;%+fw|$*J3MK6W_UNg6M0O@rG9hZ~7S
zJF3?SwX!g$e17!2^@ZEp!w`q|M7l>No^C##TF<n#UcWMZ8KB{BZD<SdMqOX|nqa)1
zxnf_o*}HE#X%6R=5x>1~uhQo6KIj|N>Ce8H`qAj;Puz6wt3N!w4awnsQd6(wXZ_*S
zz_)96vL{G=*UYD;WFrl5Qv)t*Gs?3YE)~A7*9s=1KgIk|Fpb*se5}k<gq5E>TJ_kr
zWDjk$$U5_UF*g+?Hp6Ry4Y0rLE*a@pFjO`*c~gFK-^%k~>nW+E?8_80ua{8mmiFtJ
zjMaM76v--JXKsGy{nB8^rv;r+A-<B>AbhnP%KKUQ`EQr0)#=c;n~ycQ?#sW}OX-$b
zj?@=&XV&;OA39Xw-?cXVp=i3blaGZp^4`SD$d!i%N7pC<!nt|}0{zl{j`T0K_5S5X
zy2mSJ{;vM<yZV&pQYAJ(TC*|fy=7Mf#YJgK)UIl_tC%DaZE-ON8qR3zy4F23Eq@*c
z<Jv<xiPrtn_bcFiu9!;$ta9HJJ0Fhz-uhHOZ0Y5dOPq!~;=GlH4xB2Mm<jxEd9hhr
zXKt0t>!%INQ7iGJCt!em7fmdcrvd|H#OEMDS8n&~B5-ekDl-v4t6#L}nB73(vEymM
ztJIcXV=q}#y4k~&@igHR4VsdBFf~dwosnB<_(2o$TT^-rS+LSwj2&g>skPT(+jM%j
z|7)Z3b!UJ|%IEMyVe-hOZolj4*l^dD-J?7GLcZA#Jx~;s($j|?pBK99*B9nKhN(({
z!O5uKn^(ILK-bLjrFh-1%(!lZTi=KvDR9}60F6F4E+$jStuvxWJkKua4QP~r6v&@D
zy&QeF)-#;EYQ;~~PYk}UX5E}|x~sWQr|Fi<4vGlxmF?AVJ216b)T(ov_?KE~$fbQ3
zlR$w>3ulQDp$tTXw&25B@UtFQl)TNma-x}3Fs<g%PI`so+Mjve@Uz)Giz>T|x!xgS
zNH@U9SVJWpn)iqT4}T6~qz2C$*PJ~y?3wbZ84h`agfIVOmNYE1_|#uFk?C7ivV*bf
zdcReE%|E%Hsu;yrtolt#BZEkz4rkT{4+6m=%U%!coiU0Mq-F21f4$Vs;ry(^{VO={
z26=`%eEnlhs0V)a^2DowY-tYVvKOoKvzk#su;uetI$lq*>>F=Rdj?c2ZRjri*HBYc
z^C`}&nI$?>b(0k`DOxotsxb9QLD5m1h}*!fI9qPK$XR#D+OX$yDA_Lg>i9|cKe3<c
zMDpIof%m8Ejs=FSY`hXiA$Or9Bs<mpQ%pXRL6V>_&>=<`ZW;SCGS$Wj)S4kix6L@b
z=bTzR@jp5rL?b$J?9Ngmvj{j2+5AD*HQuMRFMx>C0^+Y!+1Ro;ESXFUE#kA0m3a3k
zspc5k_*{Mb>`R0Fd7LkF(f8io<-!-Qgq;}~WxMV3UZY!Kb$v#csZ$rDtd_)?WrY1y
z8|Aqu*9YB!x0U_xef`DoGi!;GPv$8fWWPdy0;fOM-y}^RXPjRQZ2Di__E9@gZala~
z*|;IzU%3==P`*5IQBr2^z1=Rk@igdC{ws#j!iqb0r-|v;kyX?g{ZYhecNcAAJMT%V
zUzbEp>9VR6-FaW#xWABj56@G6D9I(V1VyhC`*yCv>_S9x_`kr#M;8afd!L6BPPf~W
zGw+osnGNh<9#4g&On3XYjJ02T)zkai*rfV<naBC;+UEQ9s%i5^SHH`%-S1)@h7vp`
z7qhb)tG!)s*WYUzg)v+|{3>}Q(d*Uwuu3~tj*kBE@j=RWPnOX!yOiX2Zf>@3hXf9(
z`3DtUgG0aSx?a_ay$PH}&9}VurM!2i8jA9Evo@P+d33V(bh=6ZD>CAm5r`g81Ho~n
zdoaF#f5KlfLk;$<q+xe~#3s3h$_gi0Q|c87oy_K*sLg-gI`S?ELO?*lQW}F)x+vfy
z%IIK=0(HGH7Qj4sxwzE;e^(pV^T*7Q!AX@AWTG7Z7vRZ-r%E#7?*zX&Wuy+e>iY?P
z(iDk45vzCg0~r_sxxF|9a5Rqelly>0LcyBs97W4+3wS*8IjD&OWDUsRYbj(wZ}=Yw
zd_d~v9$|WJFrHvIcz_Wkp+gQGZUeLt4=_A;*ww29af%XJ*BOprI0D~n%ga*$lxtra
zGLt<!3HjznxC0wF3Ixb6aAK3rQc#VI0ARMD{fmp{K7wr#`23Qd)+KLQXesC<XJ~%N
z@U5t=oooprz!aTfL0|3aa*UWd6vS^L?{g$cF0qFZ!tXh}{*Z6MJNbd$dGNo<g?z=B
zwJ+d@UMh64mDl(Rrox9<3pWQkD%NF7Oaaesjf7|-5<tKTYF@w39?l#T97<;K*;%*3
zDEFrzvZvQ_ZcWnbFtvsXedP;J*^Auq7%?~4d@UvA50_hg=2*KgIgjGMK9UlG1El?v
zS4V#Aw;SH_&NLZXId@lmTbi2O8?RJK5s!1=ZmpoTnS@C5;yGf?Lv4|~AryJHsAdUN
zu0rfyw*#@Wf}pZZ;7umrbapx5*ZkHvdeG!hj3^XP>(!DKXQ4*=V3A1sN;b-}AoKvo
zmTV|@)?7P*pJD5{^l#$_3i7Qg$dy>98j6fpu)=>a4T7~4FUJE-XjTXw+WLQBr(DYN
zdb8yGO%^_W6%hCs4!Q#N`u9u3{8OaF=Gu^imsjf1yWtz|TX(hx&xzNL&(B}-8^8YE
z_pY|jw14sivpoL<bz(irr$P9yxve{2Y+2clh=`E?A__PK;J&>C+Kk(2W;?y&A<qq&
z9=-U{W#Kh#A^9Z+F(w~wTWB-&!Z<eJ`n5YjIh}AuVqW^{Xpft-t&c}}o$sv%3UiXR
z1)<t?_Jiv{h3n3B$*0-u<(;%9^Tp5$vR89t3M}aeAg!gM%rh6tH&-0D^Gnmmo;oiI
z&=7v+evjb*%v`5oy46(Ge0V@Rk;@O3V+>k^S0e?ylbP#&s!x1DrVQFg6Rv6#1h^TY
ziu+C|fg(n{5ZrvmB$M-tBuyAFmg@rcy}%Fxh7I&S{N73kng&lt&#%i47Jz%i17ETg
z&KHSER`I4oQs&8q`=Yw*`;iq<E7l_aacKAEvVgnmnJJUiJ*55wqMh{M<0_qIX~MlX
zA3k7L!N^K2nc?}tDvZ^<Ad&DtNbocM56>R3{8R~#+BK&$#)srm@Cf9TVSwzW6V0Qf
z7$6#XKk1%ET9XFm2>_lAq85j1cNxToSRtV}abVX7$Pg7&TDc}va@q0Fp3ZRj^5OU6
z8gnbrPW+}Ut^B3oXi7#dS&<e+I=diMDYP0eoI+(}V6rkWDVcq{+!IWiaD(tiI3hGc
zp{2DOVCKlmcq+(v%E_c~b9P62!vo<SS2UEMs{$P6c2q{eNbm?0m=!XOd7x;hru-B+
zu)*OmlcxpI;6vdbLae@hHg*zYgM@Uo;aE%IPT`b6&zh{#xutufIdYMmWRX@f4^05l
z4!tu{iUNvZ2DZ2GfLztSX5fbw_Y#bu0ra0IBBUK!Xe+~CoC^D5A^KS$HdniwC<7`3
zjy9gcrlxrt*BuW2Xn!Snrjp{YC%>|EP9cfweqa<lu8#^gJ^|S7CPK2+;THy{VMj28
zAl#U95cTSS#{Vx%PVnW*L8Rp-LZ0v8+U_566~9)L?jAWal<ftK#|#ajDOwOmSms%5
zY`b}{#oZ=5Vcx(gn+L^aI-v|y%=g|Btry058yZQMTfF`XB;PL=u0-<3Xunobzn?t9
zAb7xmmi!Osfx<ESJme<R`HM>m+KV9RIQl(+I_YAfRITD&^9sl#9@8c*^DW%*eQ>lP
zePi-lYOjlwb+?naUz;|Uj*nldSBm!IcU;4InYX5mD~F~${K~iIe=hzJyf4|ucXsxZ
z9W`CQ)5vFWIaa7ZTsSQu`30=cWY3(Ar5=-(M&6SS&$=uvlurwn<46}9gD@RL0BNzw
zD{dRRzcXzF+iGYGO9$+9e%09RKYwbSU(E#gT(&PnrEX{6@;Y59dn@(=QuuNC45Dc|
zSySxDMH?k5BNLVQ$jx?P=ylD9($evGt3Vn(qEs13PF`*9>Vdo(<q6IroSqsq9?$bd
zdsyS?>g!u&gFuDO=0sgPTKR@n1{FOMmmFO;@{(c}au8y54Ie>BMoR)K`0B~K2+1^e
z#$peO9kLC6U5OywfBn8iYpt=nI#t5X$HI~dyx<H-Ntnu~q!)h_C{H0?fP;2Rh6Z)_
z^%o}b$TTaMx5$u)ZqXcj1s=ZoL@)P(d`C6Oyoh244e5eJ1B0m(z<&7<P6jO607rAM
zAE4o?J|btmy)pkUdQhlDeGV~To)ZeWQq2#-Jp`44eex4`0E9TaMbiAqJWIK8CWp<(
zVimqmx~)Uva4q}S$Vg-^ZL=UB<pssR&MuM#H^r}%M<TzVFa}EJKr5o0<?0C}NfyRA
zhgjJQ!;?K@{P&$jx3#{*w2Hi*6&Zb>td;L6WSHb=rcXy4@c)s{(;Xu#pcfRG+&vIh
zIu!_zkaW#MI{YWhxe%6gSs(&MB^3%@=qA4|5<S;_%>W0WZr520dX}yd*keCBLYQRl
zl;wc~?5QqtkBX@c4bQ~1>OYWixGfd+@N51ht0RZ1<$cN>f1)-AS!VLmE8{*;f$o{}
ze7oYw*(c9wGxZ?iWn~Y)&YVFJOY(WmFDeo1bPX?$6<wyD)$pvY`xe3=QhdFBLKO`-
zzXooKG<1wK0{C%k;mPfhOCNu>eT<w4E%$$Y)%GzZ#j}a5kk#H>_r9-|C5z}?rDmio
zv-Xi*Gxxunt$f82VGidtXJOW7VmIYN7^ZMoWb>FL<d@tXNiJLoRAsrU&T_?`Oyy}?
z(a?MRqYB);1o8+*Vgw`ky+A}o6X&4y59$QUdwS|3(pMeI3LISH_YQ)Kdp@LZB-Q+`
z2(3FvY2N4?x@ah#PY5mcFF9OqxwD*FxQ#&VTpT1Evupc#oi65l%_8ou{kPr68$deU
z8y+b$W8Pe@6>TW$zh#i<g4AhD;Vet}IGt0h7@x10nRhGU6YxCj-f)wsZ?ZSC7M*eU
z<JdG3;bnMd+u8fhBr(8}q_F>fM*JbMRPp@J+QwM-H$=+w=^mZNOkQlI^Uk1mf6(Aj
zm~9EHW0J4Qp345(_}Hb#$K%uAgs70b)cb;84cjdw;*>49{ACrq?TVKt?@omf+lRA8
zIx_B$t?%K`J?w>B-EoNSNItEojr$Di5A~0)6u)6Y^53Cuy0hDKSNRI~_!^KMUbzdD
z`^4NtH5IZ7b9&=2T~XP+AuD!n2RA14zL_X?ny0){epDNOZx-^0CIoS0w?5`>OMlt&
z?q~G=NGHnNp|f$+0NAN3nB9N%J$d?-WbLq?26Om18u{i^&cR3nM-leUuaj5Rr!Drh
z(jcHXhm#)Ox5J|W$P1$^1I0%xD^jV_o<dQeG3U7*5`HCs<8pm(#nL5QghL9nkTWJk
z@*%M#G?qNHAxRMzWVmqTc0G;R2tUYc^5J^m6|3HmL6QsP3~`oA%KK}okdAfb#ET&%
zfHH*Utr-ig&*mG#VLDCnV>O>%9sK&e)pBB8blP=y{RRPM%loxm(IU>Pfp6VUZgSW0
z!{vy}RCitqdoXsTq<sm-{Z{f-^J3Ilrr2wfR7V*}Lp$>#{3*MGrC}oOaR2ctd+`m4
z(dSRTbmJxjjJWq#31O*gZot3feC-2sxmF5nJ}_DPFL9Asow|c|KK5@LusqZm<GV|3
z`B3+3YluX9aF06W1I-f<j^nWiP{BT_Jvi0!^>3|LPPDM3Mu+F2QxmM((tf^Fp{HrK
z&1rv2XL^kOC#|xg2_3bwSf&Nz88FC{JW2sY7jb!)JNzduk!!|^a44{VcBedxy6QS6
zn)qt;!?ZeBU|H`zkr@fkx++=QZFy|iu-O5&fii}F)y!z*d~x|ae={TE$XV!iW7gVP
z3KA$ywIeIg0L=9WX4wn#OIz2BTXow0=KlvKr1%O$*?JcUlz!a5JS_Be)b=psdm)MX
zZCW|4@0t6<spN;#_X3-c9oXjgZb0MoBqr)luY1<RVcr<#mxnD6<@{eKZ?d-0tNSG1
z;tX-<nxK{z8Jw(!ewUDio<dMx(asx)BpPS0AE_Bp`Vy~`!=I`&0Q-b%8TCggZ1T^a
zj|vH;DBb)^yN8QOxE4g~E-_FPb;pV0HMtm_AP)!?f8Tr?EgJrkNInN)p$h7?!eay3
z0RXh9OlYB6Rd!69o!%Vw4{9f8=a1#DjU$`og;dfPFPtBzdfoHiyA{ela~+nxTPG%G
z<Y({1u-8aCA}2U+0lnpkIg4Sh-kp0VwAoI#_o(LI>=cIIlbA~V5OqR1v#W5CSc38}
z%kE#Hrkj}M`Bg<+(V-zSRT%9K#_3G<Psx95jI=lvyliO?rlmn;$_;L%Jv76opUB?b
zfjC#vD>*s3A@8>I*WcqNHeK0E`mq)L`j<#;+9UkQ@X&|hpB3MTCU$bC%QpA>3XLp;
ziyO`Vyeav<tT8jYxw~8Y?U7gN^X-z}88gc|FYnXo!KK?BDbBz-Sb#Ti&+dlhR*upS
z88;6H7ymrx*I#@Sc3{kaGvxc_C2Q87wudD?a^D@=+REOUFj9B%*Kk<A{ve|(eoUW2
zfYKE-4)mr<9=pX`Umy#90=L7?`piJ|04uyN4IM6pgNr(a&<vq;i^+AWT~vwW6I9U%
zD6-69wK5MmODi2vI>q5jPQ+L*fSbS|ou*u9Fb)gX+m{5)#S^5!Fw6LpruMGk_Q95R
zJ%@$diq|`(uhGONwu_**3gFkuJ9%qOVM7eEzJaVL9!p=`b|@BpGV%5j#)5-W-OL9o
zMuM{BL2Lr!)Mp4VAWTOY0M-6rHOk=jiCgB^W8wGjg7^Vt)xeKxwFG`{eizB$Bwz)1
z--IO`SoXN6H@$}2bJG87=pjk)tC}YmvG-bh@h*f74Bb4aK_s^I7LTT&>&GC8rYsm&
znLEd=9hD-LN8)I?o&T&B$x@Mw7&#OajDaiv1Z*r<IhuAvc3`@x*8Rs-K}5(;)cDO)
z9JbVTugaCCl#)b%l>-I2$Qaf582{3kC*d(Ki%PO4`?PJH+2^bZUssIn^V$S!Q!`<T
z%`;aey7%40kM@OOd&P#QqamjX8sP6MDw79mu^bPL%)PzL)x6A~!Z=^*e6GB0IK|34
z@n76ZI86s!<q?7{(iC}dN$cl_Lw~6Cy;4)%7QSSfcfIExkBuZvDeKuJ)DKE&Ex1>~
z=rexPcRVuLQ{Tue!s)BA)6(^FH#XCVkQ8H#acAcBKy>x^yC36eKa4YKjMJ-))2h=l
zI(r^G{V1f*%=}+jM6jLc+`9;$zcycf+!$+q7bIZw9%>?7I^R>t^4>TwfozDZ4$~y>
z1w6*{RJW>V2iuBtxX$JNb3%&4nLfVbIEUcTfMhNnFZK6^k2c*Gil87<WSSET+iUr^
z-gXM9FT0n<_mECV_^46}YuvLg+w}dkaTK88X!2G-!r7d7*rxE5V2~ITU@^E$&(2t9
z-@16zbE8s9zA_LSk3*;7SwhQYZ$NIiU%Nq@_g_J4tJW*0&Ax9MM4ak51R}nKDCZcm
z`B+CKBvSf&%7pL9^=;+YZR8j>m|e=6=jJmWSz8_@JDzfTp7Pd5B`%LY=}rPW?K}IR
z9f}lKp5_n7PU&!d-0XiaPF28DCIC;uLhle%iF0HCuLvBRdma2>bo}b?_{S`C{N6yW
zEQA{jws{vs4Hkw9uml5XQK(8h7{9InnLEuV3!X)SFk;YrM!Y#b-0D$1fK(fR0~4jK
z6QWc2Cj%QO)MnP(hIUT6Q=egj53d1lk*SRC$>rwn%;RXar*kycfT$xU(`Z)k<4hEk
z7(>-rPR>XTA;v2LMH*0$N~dEPo&Z-djaf&!2!f@#R85<bQWnsHtttA@8ZHo^jmX5I
z7iBWtE5lYZTRf;hm@83N1rod1Fu=>R!+~Q+;ouMg4<6^sFBOa)mX6+7=t9zBD21Ml
zcjOaF=~!mrYQl^d7PXC#dz@4)GVvh;QlDFp8itO7_mdOU!xPk{T9m@A`JmSMVBK8^
zZ4+Sxt|6o>CD_v0+R~}!@O1w9)BJx?Rd8zvjkrK*2$EI+_|6avREQ=gL<Pvx@&{W@
zl<7eM@GO`?^sP1KrmxBG`UeuG<<+AP7#OA^yDDu;ug9dZX$0e~R0P2^2CAi2E>zt8
zeL%TL82U(_F;s;6*<1XqRP-$}SUh&tb%)8&n2yDpy}3ix=_um<yxG7Ev?0}cVCe%k
zaChbdK3Avhm7>Z1;IQI>!;A7oT(N&HN=+=|>)a!qCX(j{ju=Z?K&(93WfogJbv0)%
zZK1#|^&E9a<TH7khJM1?jdkQ0nPsbx2t;e{!-=`&@H3MsqUteh8Ik522+6gjJdx^-
z4NF_0jbJ}HQJps)tz1I9q1$;It3Zsy<}!f&hqlgMDrj`PujDDrM_rVJS`rS)fD}Pv
zhv$hy8}>)#1^%ovr}E_(!4^|L^cRIa2s=@b@}FI|`+VU@A}o{z-r*3uK%YVwf?~L@
z0BKZhno`{B=0)0RJ_-^++D+D4jOTL@>wFseYjkJ)(1)VG7Zr0giEY{KEem&+**d;_
z?MEq<kq%Ga&sf|(O!Z|a9l!rXI@<V)ZK&I~l-$1P_;gMpp3OBj`0PnK=Ug6+JlcU_
z1$J8A`vxK!0$h$ioqG{bb&bB~E%mjQc@p8i&dxJFJ_|x~h+NWK>(EbPMAvF|1FrpJ
zWqD+JX5IYaue$1!=%S*<ot>M>S_pXV{&Cd7VZ^~<D28=lh)gV@!9uDE<j7-#rx=7r
zmkt=1las%MNl{Wb0&qb<p!v~)Rzl#a0G-wqs~am(fum3thLcY!vnn!<k5%lU2KTJ&
z=V-r4H7g~Hrs3yAA*X02=nuLzq`?;n>#azrPCRT238XUBL|GHI_Mi&vEJmEy1zn-E
zm~%)L_p1PxWTrjLC-@82K4G_nS7ySLxLd%TY~Tm9!YnhWDNGk!h7q(E#2Mu;0SBk!
zL32H{N+Zp=7fn`dROx=?djP4LvZoP{vfnhiSH}%z38oW+ZXg2DxkQK$J_ADn=Gu4|
zH|||AP-6zJyB%WuTF~t9GV*`7EISZg<Icg|0~ZJ>KKN3#T%YD%)4juZuCp*6%PJ+5
z(!cVew^5OQv0Q+#b%UI>@^|ZoL$1bl7c5W#%csARj;OIUsCRWl)3$Um+WuG56>Tq!
zP3wJ_)~{oF{XwWr*oe(P|9X7nj;cD9EDC;t+k=@5kV=h{WHM5v5*Y7f@=%YB{s#l1
zywQld7ph9dpeIe@EWVNZPbdc#$<oLpfgsCbS5_$&p7I7w8SMTaF#qCJi~_QwR6mXj
zJ$#zARi~ip^j7>^zt<AG?@gn#ZtEls-=}EH&u^}%D<pF&WaO0VCN&tOf7ef_)qe*O
zhl@R?6iY*Y9?i#ah|w=~$FSayVcn-+x^Y<Wc0^r})yMy;3GeBD4^61QI}EZ$OeWrZ
zXdSJH*ikib!5HXT8|aoP7hO^OAS+*?Wbr70LoYeM<X%*<_OMam`lq3Mf(lwhO`4Lw
z+}7aTS$wo`(gT0{SLWW<iC=D-Sf(>QN#P1gWO|gqWt5z)oAJ&dCu=AvW7IHh<Vgxj
z_leB3vE10Si+9EG&{|Im^Ez;%a_O?VcsvFe`u2a%yvn}ZZ(EqjR^EBzf7awQ^S$ZJ
zy`-%}Y?y(yjkj~Oq#&fEplCD^KlVs9?s+ga;r;EbLX;WYH}A@-mik%DWM=I{b(o@P
z&XF8pV#n*PKjQi9!}W!k>)HX|Zyp9%uWkNbT%Rao9}d#F=F1o3rNrm#t29XTE?=O|
z%*xpcP@XymB<dsc0~yJKRWBBtN82p{SidEg&&?^UZ~6M#-Sv=$vqxEvJJRouzSuVu
zlVOj1d%V;U^Guz-K%MTRBb9#h+1ruJt~@I~7Zs|+$EyDgT)^eCS*4RdWps`8v$spI
zwY_I)7iVjgSnTLqZtGdr=wDu8FMp4WGN~!J{>P229X4_H-RY9Ju|hF1n6uQ*Cvx|u
z_8}_szs{3##dVvP3_!PR(%7Z`$BxE*z>IsfYVy9bSJI!=>y1;7U8}fRF-lt{p~}HV
z!1-Pn*G!x&R&MlY^J&MiE;)ud+++v^e+@@T&=Es~;N588G%z6dl0uIha|TgE0^w}J
zRb6`W97@v89a*X#Si?09s|T-98Nd~|XtfXB(%Ue(en-xz_ES7|<ukz1D!33}J=t+%
zPlT2B9%ip))PJu!UkB{&N*s;>(L1W=QM<85NJM+>^aGE2+>-I~`e5u>IJ%;N!%5{5
zR{vO+xKm1d3IV9YORzC+w=bj5o_y)8GoSz_#vjHMsZTB1H|88|`8IkoO4?+Fa9Z@^
z?{c*WDTEM(DJ?6b7WvXC>*b*Ez}WB`OAehXELV6!q_3{l1c@ZPh)7>D9`Q3k!oyv^
zFT0dZp#$ssbtV@CHFiCPpsnb@ZrymlE3L_f@VC}lX;IRwAHlTJ^sMlNX?N3{TUnBD
zC`(!bIS+`^HM~HWlx$DBbj7VlG->KT?ie1ieCp7*=+MuuVJQ*QXz|YDlMp?$^|C!v
zv)4ywk|xJ19z4%01f1n^H*h(eIkIFkiCe~1kw=q*cIh$5=jS_sGX%jF7GTU38pb3`
zOD9V{us32(I-h7z_~zeV=*y?=InC+Zs66`SS@mf%x@E$`fPB{n@}Nl=^~*G%w7?JR
zerpwB`YCnFF?DjC?KT&iBDdXbuENQ+4pT=6S8>gYpQhb3>oo2^zYWt4CzdnYKC<=L
zHGP<*ctvSE=LpuI74kLge<Yn}IGg|5hlwC&V$>!virQ3dk{GQTwMW(7idt2aialBs
zRjW2N+ER+5tr2^V+N1VfHENSQ_wWB4hl3YhkR!>R`}$s=&v^>A&uS--0ZmB=Ptb$>
z#_Yn{+VV)*b5aVCv=*pXdkV!LYEz{|O<*b^m0;4Mj@W$BqM0lQTeRs*Cj4)SP2!|h
zm-TY~-#6P0y06VU_*uB(XHERun=L`il*M_(Xcuy&*_nv-;BGUyBJl6^Z#{{`2|Ia7
ze=}-^y_Kh9B3fYt&Jnr0C(_i~W6y;}bGM$T{TUF}X<azzm?_>kPW^BettkC{?#3OC
zD`0JKH({NZx2?l}x%uV3vZwQ_`7NfU7AoIMda0}eI`p}Pg;(DInbpPAT!{o32U@RQ
zp`#RsF=o~qm#(SNK{6-$J5G&vn<xiw^q=@ERqfioIQjUyQ_y#BawhN@CFP$?rsliS
zzJUSj`?!GgAg{B{qd#_ib#K4U$$fvm*M0p_rP_)kU7<nl<#QM3SNRy<3Ma4cK8`<L
zkzco|yW<ItpabOrwY4s{Z+lHo)5P|0>WMemB=zPE;Lt!PYi!h#TyQ=?L@B7@Eh>~O
z0!vTHWD>f~0vSR)uMN*Tq54fgCju;0+@UYHh-X6PqNcn@J0Z$29D31_FT{lr;Gr3z
z5^tc^oO5o{0tnzEV)?&<eNoW4B;Gm%z6)T{d_=lGky?@FqYok>$UK6;yp_KQNv)8=
zm`8bqK6!NH`(ZE=JAl~$h6^CT`Jj9=eoDGnNv;h~C$D-_T24X`XS}K~Oro4}IZWkC
zoBmTK_WtUShs@rO=?kbO8b80`m?F9ZUsPs6s#~`bkL&?{iGB{%C0lwbnppMfJK%_r
zby6pV17&)0B2l1<a;*Zp1?H^8Aks+AIb(*Pon%YLUSLiH7vfPEf{A{)h3_U@7~W5m
z(Fhdaallb=Wj3Na6>h)6<hBB{wfp+5%3yXXa(X6mc2-SpYKLvFkT}7MtHi#HUxl+r
zua~0nPw%zj=df4XV}#l?*m60e2Q@zgrG7~(eG}E2gg$)DqF$7o2Uj0H>w0j~x&6|%
z#^SO&p)_Varc$o<lY~sAWJ`0)r1b2l;P|+r<)>l!KCbg+-3NM=*<vlmi_wsX7FPO*
z^5H(?RhJD)RQG`K?l%*j@3eAHVna|d{2)#gSb5!Ar26i=>Ga;y%-%2B_Qt&WnsjB6
zv0&S00^)b+J}CERYxk>lu5;x?!dlg6JcT0oQwP~J#S>EO?yQ)C+;lyK%sF?pLn*ep
zWf@@KAYl$74jG*I7BOEb2^!`M2qz^SV8b8-VHaif!L2zxRZd>J2)6`w(&)ab@DL0E
zgzy&3JoQ$ZOOHePF_WV?Z+ljFo1<B!DZdtkl~fR-K+~4hc8>@`NDe5%><*yD#bVrp
z{e$!uq)izO!(+;}Zg(~wH~5tQk_o(#kwUvYxz+cm&3jmay^#5u=U-=#3z>nX=0)_g
zR1;*EU(5#5kqwoKOpg#E2o^IgXZma$kbf0WdTNvX85j3iiP9Zf6M$GHlHQexU<A%9
z+khl3q+J9Dh}dlaf1f+2)YpjJ4d5&4i{5kyY!0D?0OUzPu?`?gOyS<7grN$>WrF$5
zn*%s**>eVM$f%>;hA3wlCF1G9z4YV)VR=6hozqIH5MrR62lV$y7;Mwm;)xo8V7fw-
zsRo<rA(O3v4PiVgGy%fZ-c4zS9`=PvM&z0NkfH}q6Nj>L((h@}!)Tb)5`BRsAb(~C
ztBb7w!c;YJ9CqS=pX6D@6peECr}S?c#rct_yAqVbU_%vx2!7ib3VskFxvi@h5Ry%*
zwm<{@T1iIkY|1e-<aas@%&E`(=uS$Qx`elSJ0ZjdV8W<6vxlmJ@6$xYgoHt!xN%BF
zIUp#oQ>^Gtxh$JoohWjy6q|fo(+E^L16BsDMZp%q1<GRq4Rs%gOPokaoJdNXh)MW%
z5kd&PI`nk;K|YXg?8?e-dw@BYix+70<wGD4?7B?Vbd)b_)j2NS67pU6O?X?ajkmk0
zs*IG@pd~M>?SS=TX23pv2dL9qS6WMwT)ql3dM`_lu1qf_4r_;M84MPud#1x$poVdA
zvNG*)lnia@WZe8nmZ>PnJ>&4w_vcf|=M3^f%nH^_o`F+Bzkx*_`{lpKthU72v;`_z
zr+>U+>!y!tkzVWBa;&v$joYm7->lcy?*YF9(siS4U-{=BYot&5LDn>V+tBjeb7y0U
zABh~Fj`Z*-r8ks03V7%_X}!UdoMTq_vuR-xdD6d)3sv~gYqGHDD1TEL<LRy08$&#i
z9rR5?C}s+07Cd`<O2JKD@{pC|^@aP_?ZPgt@6Auz7xQlW=7lG7lH^`?HC#3C4PG})
zp1#9{b~(5~&o+JolR-B}(VujNOLm6?il?KO&yZWQnEpEVSd7oJE9Pncu8E4=%X_#`
zrckWIkuHQ78|FLZ(GHH+#)XPtD(&~Hq#enG;~G^@lawm9k~nWa)Qb-&Bf6({Y(W*x
z_i{)m&O%Yf?`*2~oxu)3c4>Nfq*K>?%?ivXxM)T{+|GC-{^ivsa$f18u5Jh*f^BTP
z4F;}~Koe&__!WN8WEkLX5v{@Zo1<~jPwK49e;yvRew-~C%);*;j5I`k%%@=r9<i{P
zH8nNQ$;p7{CVqVTC_Y9DV$=mD-nzc7X=+MRn&(eP5d?>%l7s+)z^3QKU`YjnQ1!|C
zMLS$~3u-F0Mx)xy<Lu*ENbCU>?*Ykw&M^WbX!{tYb9_hxQy#Z9+0H|j-|DDpa1e!a
zsBR$xgqR=5mWKlxgiAO*4aYMx9qICDLEw@Y2XD1-SOSWEsp{x@ee%`;wKrU&wimFn
zL{)+IByT4+V7o@om~WG}geFyldbdE8B`TDGTErUkTf7Eosh`+xP~HKNB6}Niu?3TA
z9IqAADU!(<_yxilOvaNUp@0Vt$h~U_W8wVx5G)ZVeA(+*<=1CQT2i3F0nBpk-48)D
z8|&n;etvCUZ~gpqJQoZ}lTdM;2miqM#MPyo)zE8TsQcc7<p1cR;qoI|sBQFipJvX=
zO6JCfF;l4!*{M+UAg};j3a(wk)h-45E(M<~9ek(9^QJ${r*a!5_T3EsSzy#y<$Ode
zf{BUPy7ew&M645_bhA-5^M@=k_AJ6DH1w%ciaCTd+i;w8fPn;GY5D$D9+yw8<g0wK
z06D&3A$ID&5pBNTU5Gy9IVkU0z_*EU`4TO){gWRd*Wn)!5B4Eot}fz(a67_862Ay|
zZzInw%VcjIuZC!!41L385h2}{1BzM7!+EVci=;mlOuD$B06c$!<mWxtpdSTc1a5I9
z*sO%}i?EcA<$n$b&^1|}(9&M3P==Vyf_OAj{4GK4TW{jmP>5nzP2NxBQGMPoDelU7
zzxyDu{M4X8fR;<cuI=@|PX(omTo$@jB9%M>m8x(<26lZ8Rx=v7@p~rAY_`Ym3O+v^
zw}Iq;))+M^e%hDJt(naAnzoH%<sLuTl3Fay$DSXrYc_jpnAFvtYN=^F4@l-n9WSe@
zWhRS%+#}rJlC3s<vqoH4>o6)@+xKUni;tw@%K!~->83-psnL6TXmaR!?J@%{!f|!_
z4=Ww*2p6TCXK`<sdhGQ{WCKv!=U=B2Wzbw1jJrPMBuzGo)^AJr7@gZ4r;tJCD}_7_
z^7_5@S`q>C3qjSGC~cKv#K$h5e%aYG#Q)sF){VA#INi6@dHXAq<7LBF{IvbqXlw%C
zyS+rf2dH!AtE7U<-{>%3_}qb&7Ucdr(Fu?uf!&`%4!pkZ>s6=e>_=>;&!2Itn)mGP
zLJFqus`YcEtg`AwMID7SrITsIQ;L~2sKWIab<f4pLAB6NOJl=&5%AU$Z*H>dN<-Ra
zv&?$4<a+(AN^|;VbEdi!_|J64>U7q|^g^rt1hd|Rf&&%$PUt0(><Fn(0d%c{6R(@4
z)!$5j_pFfHQFf;WJf9oO`NSX+o0hT**7DoHnB#%%c`4)Y_Evk_{wKc1d!m;+^OTam
zSf2vvP>)WVRrCf)X!@2KaJWdod5Ot_pL^MCioR*XMBZW2<i<pDL3rTzt#3s6Rf)kI
zp;dBCXawZC^7Xnc&_FEts8>o&fIqN#u{iL2L6ZpY`LmfL4QXhx_2t)`o>y5R+ebQm
zuQCe#fQFw(8h+#BIoqy{_oOeMdYn%F;V5mEpMsn(ji~R8R-JCFu#57^S?RoJ&e#m5
zVE+43e&WKhW@SLVYiG$gJyiKBnl$_4*~}Y{I{L&lXl>~=A)qyt*wJ@CeSewtnJQrN
z!;yz1<D8rDk5S8)Uq6F1?sA+?C~SXL+v3wdtIwr02ZgI~{4;LLqCwGA4kbmF_9<Fr
z1pMGRQ4L-`%&O<k7}+VC83zNs+J0vu-h1;vld!uM+46D7YGQ|vm||o@bnh&UFqDZh
z1^P}6wojKY^VF|^#+Jnd)&KNWOuuUKI|)bbUmIMn7;41m+x+fz;;oezmsS%CT|N!n
z9WU|b8oZ@yA(YTymg-q3a3RGDg95L<RU|QJ<nhs`pV!(}w_q_)l@nm(LsCk=BDi&T
zhP+y@DQ6Rfv$2xS3=@B#gJo*P*=){6Vm*Kl0c246UZDK!neC5_5yQzpvDD`y^>V+%
zg5@r^ANd*OZk8&{7!%@b*sr2%9p~`F`i)~|)l<gu3zpK8mdHQG$Z0d_8S_~yt7#*n
z8GSR|Cy7)z!gZ@v-ma3at#<`nwyi4MDj=1cS7EOdyoe(LL+T`kyV@2sw|17+_lk9U
z9mr#=4O<vzX65&ZK{hrHwzh+7nU&KK7(^y;{YAY8<Tj!IpjzK)A_&ESpWIP4d3YN>
zJORFY=`7ac7dh&yP<PNj-}b*pwl-<iKUk$>o7{8jk4Wc<|FyoRei}S=lDoQaY|!q?
z{7pRMWx11X-+iN+rCC%P(J#fBix|{(@-AQ{ic|373hpzAY%&@P&hzLTdc}E~w6_&l
z6KT&hC(pf3JtX)qA~a|<6LYNd>R+wGZX3JDkO=ZlL>S`5)zE*tz<J#6pXW91eO33C
z2}VRWE%QiBnOLIYPjp(K5n*}Ft8Wh}k!L@zi*bb7B-k_Q<rEj5Rw%=a!Nld=7b7La
zhfekno!+}_Tvrc8uUW;2G^Cpa+-ctTb~qmIOmMYml#YserX9bKll!Aq!e^u9I$Pxp
z;1~{S3feh-|Dh|bg59G2x&P@Lw(Om&-Gj8~3C1gv4J`7x4SrZbPJa@qJ3VdjdoI=L
z$p=ev94DW|9kq{d567L~W1lwU0%w)yq>K^pU59R@4CnPCg^&0-xjA7~ENU_KRtqa+
z7SV1X3<04<MoKB<oud(QT%`jsdt}FzRrEj57r;3uR|Eh>xCy6QgM&F<fO>(24(w9q
z*%=h%A^-H8cpAUBXcHcm33p@HJ0^;Si+P|Fp{>Gbm@VJ+qEj<7QYHozV@(Y7-5w<t
z@^|Y&Hg3Y%FBSo91pyub7%~}Nx2g`Z{MTOQj0dEk`U2eC@6>vW40)0y<kD3_!V-ym
zfhZn%P>hJ`092&1N=8{jN+HjfbnF6EMf!`DmthY!M$Ab~Cm-F~Pr<oJD%lfO`YP{`
z$a1<gB;-43!3AfcDCGGvsVsn}(S@li>7Ls-;R((|HS*#OD$5b=k6^Za&?+y=DlgsX
zsc2AeW!31^jM~(+3;XWLqthx-7uYHIQ@?DVQR?3<v*piUApbrYVXr8{W}fF~kJu=B
z(Yzv?2`wtkPuW}=OQ%VhN=ji$SvBqU)bF=eevbLoBx*d#Ug$chCK>tJRYfI_xIhwt
zSm@$w`@{WkpM~3Ng#0!OUs5j`BF0V7A0@mnX}m~;-s9pD4XpY-@wmwZQM>%69Gr(}
zH|BEEbV~YYYR^eyrhc)m|KM&}c-h#z;ZrAp+IvY;>FTG-T6$jw+Kn9tQysY|?&ddS
zwDg->KOKxtH${Ov8I<ibld3*eSA9%(y0i3HBOp~oK~r{88Qt;zjWC##>%dzDo%an8
zHXlH>?vk|`x<%ZyanLPs*r_7&s6nI<aIVd+DlMb}cr9rmcBk0_sj1WKbYMU?6ICr{
zI>A;<OnN}nmJ)8;d0*T~TrXY5b3Zv05+NHA8D)#=N0?X0_D6<qd5UpUUyvFE8r*$g
zaJRlsna(G+Dl*G;Yq09yvguXT8A+9!^5YjvLV@g~;!#)~#~5#>Wc}h_30pJ0-hZtF
z{#E`Wk!fn{MuHz@fCtjSLmwi9G9!eDg2kx+c(A=pEFrn}biNxbGibDexHyo73fIAa
zw4uK}z73tTjkr(0$p3wV09f(~m%a>xP;mmDK){XythrSnT8Lp?$|3}?E5q4@?$ou+
z0@%x!lAWpVA15pbsR6-E7|eE7m2!dX`(K$}1`70<GHe`X$t^TwliGEEDyPkDh=$EH
zv=6NcP(Y(#rf7Z_;*mam+AW*>1}0SkWrEPWTVRgYOXTq|RcB&!nlezBB>(l?o$z1l
z^V>2&q|=)SvZSmMBUj8Bk!W<6CKRFHBM||6E(*>}&})U+fe6FJz7rSQiFE{MIjM{M
z*OQL1uU1WrzYiczLsaY~h?!-!w1QcPmLoVL?8w{1nL9YAy9s5$<V0an4vTr3l<}(9
zonw>*EUi+RHlLlQ?u)xUmobZqPeq#ovm4OMEOQJAtE6-=`&1esCj5{Zi|DjZzhKU|
zV9B^($_NneSKz$w$Z_9MgWCWyz*!k7X1pt&`d9qLblbZ<G?4@ft<GdF9?|35NmEsy
zNJWgb4G%*gfN|U!Me-e{Zp3NYv06}Be=1Z1c5>*8sB~xAZKO=Cr5PpfO2*dMf73M;
z(v)Jg#gae>fy65{Adr{_o*%JL;IOzY{mmqeqcuxg&7KaWTO7!$Hc%>s7{_oB{~hd3
zz!ZK2{h56^E#u+pc}bEB4Kq;wnR}~Xh=Doi)+?hAxX;oubxkMUL8%Onidh|3*!CYZ
zd7kNDjojq|)fOI^PHz?euDgJHIqcx(Ue)bZ-mX0!p_V>ZrbVJ0<eq9j5Wf}*4vm6~
z*4&LfQ~G;(>NNFHKF9Pr`V89sZksRXk^C;(^4i`YZ)ga4vnQ^D#2*14Xb#6r$+(?#
zah#psBh^=W*>B%P#Cx7d?VCcBW|2qqytymC#LA}`$JxZdp3Frp>277a8Zx+eT$)#X
z5u<Xgj1LKZ%dB1`+`Q*^eNPR?KE2l!<TKEhfU!LE7~Ff%5`39#wFS2>!6tA4a}fH#
zw34+!hRu!_;FJKQ@#(&Z|48KVr>0_OyK79c8D1Zy90^5Q&tVG%U<;LJ8dknbT243l
zhx0yt?@T5){suRlZjN16S4UgrB2Sl&7#IG?TyYzs6q;~<Mfb0BC(rQsGacN{O*ICC
zzqXoJ0!BzAGVuIn<!V6*eC>Jl8KBtAHJ)%pZe!{((CfCH4|O?Kji-x!6w=KyzNanN
zp;PUl(^KfZd+*ku5ATG)e{<EwZdXn%CYFW}j9o9TuvbkZRnPqk$RQZ`s}Q)MT!>Q$
zD7r}O7B5vE%UBP~<_le{GiB+kkfF{<FhG|9?No}p5m<5w>l0~(X%&$)iRs06+P929
zebw07s4&LyEPua3z%Q~_n^3d%CurSDH6-Z3llwrW{_~sroK){L@A1?A0uyr*6Vs59
zgM>dOk;m{Ti*$M=c+#M`EFuiSX8bRv*s{$-Zh;>nVwM=qn34L+^mmrp)G1;TxL{G|
zgr7J<6hmILB(>Mmaw^ex{V1Se`bSThsR(22{NYZo3i}_MjD@57f>9S|4Pz97^Pi%Y
zfOLtv-75cxH#5)uCE6Vz^07RJsPNh^3R5Ql<wx)XdQ%R2VEt&2vAUJIny(IcP2MAU
zeroC?G#(0&8v^)&q^-5&y+Xt_5#@htNdc->s4orSNfKdv5}|fd=)eq$=o$tJ7qC7e
zHVw-!f-qT#6Sj#0e6M3sS_X33H1c=Guam1V>S$cP!p&U;Jc!pShy<7z12F;X8ZMVX
zXxf_laYfsg%WZN6VVT_5i9xyn6Q2~GDyQ5ctoW!T(TZFZ$nw6G(BRz_WKzQAhb}8A
zozpbm;x0c*GQLz7XzaL^Gw8t4$|cS8&L-`4ZI4$~pMebh9b$+1<!yohyV3`NMHr8`
zr#!NtPXdnKi}#C#IPr-M`l*fj)COYS#)8MjpUEdaQA|F4J^55~Vq0^PrFSw@0N^2Z
z9z|aM-pVY9?Y+)V{xW|(marR9T(dc&>h6$LEM#WHa?AV^g}^v*>NW`Bpod<&Tzt)B
zWR&%T7j5u?UN5bnTxWE=<iU8!j?Lo_9BSS%hVDk6D&(k?#wH!wrR+N<ojS*hyT*!C
zO>V29J5-GdDtI4T<uc4>WlZIK`28g7p8n(dulcrRjW}zo*|JwElhA%74s?S2_4D9D
zI!y<+wOxk!@p3zw;sF-<OHtzNdBEzveOGPMjL$%%m7x=x@FUZq33m0#FSkFR@|98Z
zmMLjcD`v91P*7Zc<HjErbMuY=&^ut}Br|I^UhQl~fWvoOY0u-O_#Do=W@p@g=yPn7
z$-A4c#f#<&EL{gdpN^*uud2%uoURbrLnS{g`~UsQ+IdwgcJLyA>6)k)cW5HWJ;Xo)
zAN)6$vso`U_dNgWsg_emY-%z$095{5o!V!x@p}1eO-;vsr&EI4day&?Y|8T!%PIgn
z-#*kDFnrXm)$}Z%-?4!wxLjxpB}-}aaNa7j#yGj&ETvMPsV)otGlj7_g|!i=G7ct~
z^(2@L%tyc{eC(*#y4Z!aRB`!|C-#qLwqF19G0NC*{U$oGX8vjD=UgJ@W7XnQ18nVj
ztE;fu<dZjFRkYE8TLaW%#9qzS%U*ut$McycC<F=XJhbiV=1Ft*<`e=ps_4u>lK&qT
zGZel-N(MS)3<DS&Vw7BfmNg6&cjL=U1AN4n!hq_nEE8EPGDsfz&*s_Up4P(WSBk3m
zwnl8{lN(>%Ezet7Di1n3P9;*P)n)(N-KXW#7nG2%w)rMPiB9TBwrwms8}o}v+Xlpx
zR>)%EKM0V&vbO`IV~N0^yguiR*`x$%F;MtF==d;zy;^z}cvzkq#v0#XvQsT;2gnq`
zEZ$zVoM$f$u)<-A&r=uvRs@Zi96v8z>QKMi%U=}P-B&eXvf}=gZ)QR31<F!|cLvC%
zM6<w8Cb3yb^6a+&&7bJ_dhp|%fMT9Kdz+)Gta=sZ%bOk=O|SfFy-))hCA+6@mtb{R
zpnd`X3ap7ai6G)ko60c21r-t(9;PeEX9FY23|oqyA_8QGw)aW2x=?$-eL~H==F5c}
zFT&j0#Ox2LlyW#Uj8L1RY3-JRI=}SZd;jERr)qWX5132Fe`!2dbDG}C>8*P;{+D!T
z9(wN=oC~5#p&;1A(Pbb8EMYH#zyFQC2!%5MYPmC+1snXqi8<b+8~Lv}YwMN5_$!Zs
z<8}Y5+7V+(P~lgcmfrv)yHVGS0Ck=5mpa2;j|x-Q3UikV^Jf)iZe^Cv<r%K!*)HX?
zllsyl`tsy$qE7|o1T-==j$DtEF#Ln+Jv!R`8Zp|j6CG+#Yx1$%1Pd_aUjzcC#DNXA
z6u{)dU^Kx>p-Prb92z<%k)I8@Zb87Or>7GW6ON9<$F99g2a6baCNp4t5rq~-d+iau
z>j<@BDE%EuE|;rG3sJcUSx6rOUx(-v0jgJ-5BRhz6`k{aoDS}hlkZ{A9P&Kn-+tY}
z=nMK2IoIPyIBwPUV#eo4-@8)oaXB3Fd-%PtUP?E#%c|F@Y2&lc##28Wy80>MUdYd<
zX%jQbzc9X51X8E-hDXHf6?GehZ|SRMF%!Y_-w#hq_KOSMpCpvikj4Z9-t;tu>vnQ9
z$ba>k!nU9tQ?iyC%J@VnF66^gXMyi?-fcR1=bT4z4_94UpzBF|!nJ&7+dA^?SqvSy
zNqo5{8h8o*4P{kqWc}|q%tmSCJ0d31RxbPX6Mq6<*>A2lRehj%CvD>NtbAxe>6`z?
zd2cqIU|o}GLxAnY%*LCvw*$FI$yeKp?T57^Dt+Nsj901af$NU)XWF%K@e@!=L*Ex^
zTzK6yJu{ZvcZJ%I^whd8U1~V6Hr+`7q+`)6%A0VCb5g5TB$F{pMneJE*cqboev=U4
z2`aIcF@gYw8gT#|J%h>R36p70pI0V%!Wx$9XDPhE`!D#Py(m2(tOGvVLJx_oT%r%c
zqZ?rtqyQ?^8US2{8Ny0iuw5J%q%dj#7x6Alm?bn+d6D!9A3P4OK3_=}OhB>Z3Um##
zTl{=HDI#F>;4qj>5eC5-;S&<>gRpNyq6k4-a6=GhMF^}+P0UU?jw}NF-=Cx5yiMc_
zGtBD=)rv3#VHuP^b%2%m(m0P%#Q$9eD>Im;h^CKG-K0)>>D7rbGmq8p$C+5)VW1(r
zCRl?C&}0Twg~HFT5lwW|BY@h92)F}4F7`0i0I2fT9x_s6g#Cp|A`x;p2X5VU#@7o!
zmAe2y8l2Xm{l6B&F}l-ahEvE=H#TMW-EpZ?mM2%9PkyQgUh$J&IrByP=NlxOChl_$
zdimWs@)kTkE~P$l(Iu_9|4FX!UI;wz*oOZxGMPa>l>?bW_z)EeEOPAbc&Vd#Iw?CJ
zoONyeEUa~(Ik->t5b^rv##^EBxA`ABd+)|-N&UqyFX*GD3bAbM@n^)uHqm4ejon0@
zO}lG-Ux0wHdO4U@Fuz@&r|LPwlbCGbb}paTVJ$APcL&-Z9~IMbB{<UZ-7PC@7{i*|
zdWd|#%Q&4$ah6H(g_8j!NYV6>c%fC_+UAaA9eu_V*$<Cp3lCwb`gEEZRgn}!bCGYj
zHZle4*DJEL^*sCarq;b7Kuank&V|<@-4<j6x&`PW!+_U7Uw?+nYXJmPXAp@N76_dt
zXjKqVL=X5bE_yaln^!23)1zC2C})sN8QyVP)37LJijFKY&iS8Iil->VuzbCEsP%`c
zso@yM&ZQQ5fX_Ek45NEuKo@9W@PN*sDYmS8N~`s5nos|qX$DI-L1d~g%+-T`R4R)M
zhvg(`e9v(aEg?yWt!2-Cc(&;f2=#vTz#q558+xS`=BORUNPtWy036G~GS*)#qiq;;
zw?Z=EtqI<32}`ZfLk%_`lrN(z3l&aivf4WHS#JTX>{42?Jo*pS;W0AZdT4cetPy)l
zC>Mmwb<Vn5KpLV<7jsJ=4J1nW!%SDtMN##*Hwt()yI)`kp)c%b#3GO=Js+s#1bp_o
z-0ekZ0%fhrS24iOT8zETHDwLBcO|YO{i+w<63wKZ_mEkY<Z%w5j`)GFo_;_Q8)KO&
zPeVjZ2+hrp^xU&A0LD#Kng~}`A6GMMV;+L0idebDoHC0FqSyC4bSw`+tT&)srkq3z
z1IoPCawOu2!W7Oso#28*!fG+8j|4_4c`YH7>KrQI9*1Y(#}Ec`Ea$fjWpxGvf*yO+
zIWuLjTpJlZIKfUJJch^<!sSWUm=F)_T4>9PAxv2`U6tYO%k5%rg&E&pX7LxtCp_eb
z7=lA@MHn&BsZrVF-}Z#?a51Gi-;YWP$V+NyPHKR+&86Aww~3ueDIZEG!@??IfI&m3
zorA7Uk+&ic*q`}`D_g*vB}s@{-;3$NBCPX=$pM2zC8t{qoj@eYi>Gy2CJ)wZ>7TGl
zj)JtRRk||^v64{Gw_B3XZ6m&92)QyuxOeb^U||TD{Su`%Lh6ci4uo}JDJ0NDz(ApJ
z)6OsKb|`N3YZMIf^r3oG{B1R%@9Cs%P%40*5XYCNLy|v=f(P&k`Oc)xQF>@$%9nbJ
z@!M2`<sRluvlowL@O>c<*FFqw1TRN>7LXgf1{RjAR{>qwI_A#xCWp6+f(VX*U;`1T
zDj(te<=d<aI=s&>P~@fwAl^{p*ELntRlc&$J#O2;Kig@3hnYGL$cI1M#{QW$yFLXx
z6J1ql3#$Z!U0+v$1?7uFs66}fIceh+d_lJP%n7*<_k2Yd2?q?lFIZp$BuJ;&;A%bd
zP$6`|EbGDBgJ;cUFL+_+u3KAD|HuOdK4AECJqBlj*>>&HuBC8T2nmKDxCI?Z3juef
z6WWQwg2n74`kC%K#wi-Ram(AKwzQf)^H|&4g>9{*GJmY-(byFlVvnX{2zTdmj230j
zY7BUOf$a&`d4wUsEsdu=Sg?{i9H<?|H2Ey$!Y!`qHtO)lCpY+GTo0xRbL#Oo=jN}p
z4kqaE{EF|aIRH`%t(#wHAPexjT9-GSZy@FrK+MlKogB@abTNwlk@a2g9kH_#D*qCn
zp!4GS$;8CHTMQ=l_Um1@i(GwsG7tQX_yGdm#gzdLfObm#XQ)M)punW<+#njtmxQ2S
zgi5OGoH7XBZlv5W^maFVVu=<K#89cKA!B$yf(FcG!Aczp#i|ixga{X2V=erjD*S0v
zm>biW)b%3<Ux(k{VoA6Tca8YTHK$$S^`0;o;*&JYNe@ONxCoT_d6v9mWac_#=hWy$
z!XaK@8VRmz^$;qOksk-4DlIh>x-dP}JPHt1GYW^+yd?dG$HI`CYg{bI;W40yQG{rh
z$MkAzERoKrbuW7ngT?V&Jt{e+5r+)^yTq1UAatE#y~YYXYpjvF-m1Mbh^7!|<?F+|
zp25@<xL_4z8qx<)=dsA><hT;r6;eOI&aenqFb8OJ2%r$22LV@vBs%){eh1iIL3(cv
zRICf7N*|LFJ=B{i2%9~@W{+_C9}z#s5%>sNpLeMK2!4m@)-e@OpIe4c2udJ7_k!@K
zGay4_Lw-RjOxf%_N-Xs>2(4sDD#&Ssezt}?qJ_I8mH0IML=27JS%`<;(I?kz%n}Ux
zIF1wX4Sjuy$U+5JglNV$fB9`<zJ6Qa5SH>Xw)YiEsa`UozSjBIkLQFpUJ#^~!)AVw
zZIzhAN1j*ZLarFK!O-40BBKD(PmAV3SnN!}$&cle%ikwa-%dJ@PS$%*Qa^<Y8<Cm;
z5D}q!DFfpSI!5bnQyotji(WYJ)f9C|@@zd_k-S&6z0G9g`&_+NiRrdnJ@0)ZR#r2{
zuN6AOl00gXA62DFwlYTx%_RN_XN)ASe@S2evRSO9PWi}9)7aeg5lHC6Z@X=S6W^X6
zneE*_cq~+2H{DkJ&dpa=hj1?v^0RU$%OX((_&;qHz)Uo+AcNmL4j+015BAyLj6Uva
zZalv@OH;z1&Mke_*~bLh<1V(R+O~2&sKgILJ&Tpjj=!a-1dNd0<pvxUCUhzjv|(pm
zq~&~3Y>)Kdnr~&2)M#Tg*S1VPS9?q_&bf#*E?AP0FF*8H8O5z{sJIVB%Uj01XxWU|
zpxYbbo6Xh!o)462>0<Uxj$e7Ck^r)}Ul#1dpu?9A=hLk%h0~UaOw#wCh(O0M(+0ku
z8h4M^TiZ@5kME}TC2zc0E<P^gtFB$ipt0M^9Fe^DXw(1xl;MkWt(+H4y3OXab;ddV
zm0TCqy<;b@$9#2RA0J+6(oVi!HlbKHKC(0RE;RA}mpIOLW0nw%98+5D3<)|H5>4gD
z$QY;m3wYSen1Ydc5-R`{_fZt>9Y5yYoHV4d9EnJ;TRjt~2aPhDy{@Qbuy9rJh560&
zal9~A*eeU3escVyd4JD(C7MR^ueE&WIUN`56((l~D3z2#!n)tSX@h+Ng&jc!NpLpA
zRLx=sP;N2trOypmzv`Q>C4o6QFO)dk8<At+8)y+`vmKXT$aX+f6J&n>Kgsi_ub|+~
zuRrfic{-II?t6|lE)|n<3o{{W6j}fJi;rA9{kB7OPD+ma#R}Z2FGj!khR^@H@1--|
zR&jL2{?TvdwZ}b1^9MLiQmO`2Pm_L{PdRYiA@`_zKer=<nKC$GT5Yqwd6QH;x#I3o
zBImMt@U-A&T*emaQSxJcZzmWzO0h=@cMP;y8!(*gJ3Mvb9(YU2%JFZ47QF0jf$P}L
z5*6$giQ%5E+Hv_Y&NE<}_0$+%ud^dhv#-doE>8PN6)02Pl4(cf1&OIE(SKp0)(Z&>
zX;F>S(?DyvD3tlPJdY#0Hw^JJ<#e>~SM?X!{AFTyGeJj0eVdd+o9aSA<&}W^wOi9Z
z2#9>f{sbDov@|h+Cy$|--tamGh44E}7Hb|a^Falt?64Rtpc5WOQ2zUJ?)YtGwyffB
zaTO+ghY!*YFhUdmu9G%ruma~(3dMjtR?BxGck|c1d9PPBd%e2H7r3Zu#acf3&u{BY
z*j+v=jF|;ge)L9O<6O!tUCJLnE4Og_{KWZluIuMqm-5`FW$<uZ^pD;_jZF;y7s2lG
z{sEx@U<aKtw;J)UezUz)y^&W^K?Xrj7h`QDY83KTuG@;8o<NWIob>YiJm952KfQOA
z>2AB<x7zC3nuwQHcSWGZuMT0})|D>ASTSXQp;ZY?3IrfD2^r}>scVZcOZrMv`DIda
z<w8aXW`W~Z_TcvZOY-wk{?^oYf15X={h@SM%r90JN<g-w6hE>p51DaiO)e|QF=XNu
z>EDkF=Xavvk?c9@_Qynui*^t21U2C;M6<bk|8%-MYL#ET`SVQ7OEZS=*2{-Kx14;U
z<?C&Z{7#_fH`G7pgOAdP4#)19(+*`|0M!*eR_DF2TNNp$KU!TTh$pJmW_GW{7d(C)
z;wnCv4lvef0)A^;MV8}I4EpbQwYt=$R4XxWD0>gNQi$@TSoVMVVQTJIR(#>@+BH5u
z?^>ubS<>}P=#iz>ho%dFpHrw=r}Je_w&CT@*!F;d;AFFDleg_*>&W!o=+kT&nP7YO
z)y3Y$ZQF&`ptJs_?}t@Uq1f#TjsqyMZw*G>sH6Qd(p6Epbrsi*j8V7-KT|5gBrf3q
zk6e8Lj`TOO-d~pH7R>e|(J8ck2|G@G80Fp?Dinmu{nnAICKpDX4Bh{rOalo76n21_
zdP)u(4M9#7u1B*UhUXSShzD8`WD(H+)*HXvvnh$rv6DGE)YVglS0PPowJ5;85(*D;
zyLg^Q7_trvegQ(tC!=7n)&)y28OjUDzZsIskca1kfE=PECGagD5_TP~9tVjq1(Btx
zmxWjYU=R@WdF$;;<_k`KK)h`xd&~3zT8>MZml_cDRo+sF0Y6Pbq`cPPL97Ttd>NKw
z0MuP4)S9*Xza|Cf;t`C=qiO_?fRRu{p!vfP|119k0>lwAT1tRp@pk`bA)*^iaL$>?
z1NJ}auzY}wsikXQn7Pw3bH`Z}*=`JbeG}f>DL&STc3*)x0*_Crb<oo3Z=T=tm^FFc
z*XMU^ZHmp4zow-5|1=>%jptjv<1OXZ_`}L5n^?;FD3(L}&4+IF^j?k3-Y97Z&)>c<
zp1nTRj9&FDEgdGEc(`T)>%-UV8ZldM;=|BP?q=GBy!2*>-f$3kP>{s?Ui(PbFRBc;
zX`_!L^Qo_4fh7p}5(0TXj69zey^_LD1-FZ5f$SDv*z6|~Bm_fXpp5srj(5V;g|lum
z*v2-Px{)Nw6smWu>sJx0@_tW|eezH(l{Ww5-39$s`#aAo>1Uph?+OurHwLi^E?ElZ
z*S_!W?VbMJJKd_`=6ENRlZJO)KPMx_l|0F7VAcFCaaaF)@-Ko@_Nzibr&~m86>d+N
zj8c!&vVldV+wexk0=v0%GzC}<5tp3~%b}wfe00P%t?+<)C`pq90yc(~f^0>jU3$bN
zR+utixKIas67+ef&0tF?Ng!8!*L)n=pA#9jgh=s8@~h~^;?D29ou|CK3B0@@J35*n
z!&dS4)dO>n*DZx8FvUi&QMnWwy1~j(@m;%NSz8+sx^>2ujAxV7se#g2Hco+1uU8M^
zZ}_x9Wk;mruVbGMfDef1Wm<UNRJJLEP^l{opD%%><EX=6h7|4MHMhB7HJEeC3h-;h
z0hlTgn(NhOozS@s%l%U`mxN-=gR}=HqY^D(pR*7U7~~5Alv?(fNs|o&xT4JQw{!5x
z;^bj41sF{|z3psrdYX7w6az#89Gb^xs|zS2A`rISoYw4bAm3O(03b9VzG}<=t=F$E
zFY8E_tffc<_ybdFC<6S482z?0<b5#1V{(9x`VDwXZN@T<kqbm_+9rX+o<+2<wbo{n
zwMoPza)t57AZCD`V4}2mj~s+Qk^rIywdvV06@e82$yNJ%Li9uwoS*G`#6lBOB-)38
zoN5?k3_YB$8gW;gn>&}2tBrn5PaH<m%Ep`F7DbTUu}DYG6~3g}A)bwHCvyg~t8gc^
z5+IfUE=E0ft5T9pE`iNVSK(BL_?~UX3vn%4;5f62(HAXN&doHjq{Wu%E7NDz_KjB-
z+$J#Atse=AP=mE`CE75zR33ygJw9j2xLRZ~g-EiixY#T6L!`OwOt|eLX>^{o``F}l
zBeZf-dfrtc%*BlXqR(OjlUqUv`8teAty1QZkO;HX+o5&Y{5;Ld$dDQ4@9g2k<RGB5
z=qgGPP1Wo^6*%qYD%D5MyStc3<X1`_Lxpc~$bc=0YkOK#){#X!w04GO%>Im=vK~!#
zX}zCf>sqh%PTMBk(~ojXMEB(E)USkvg~U5s?(>^RItDxPreOmcelHZpujn=wq#q52
znTl<0@GV^9D9FG@T-fO)DLTImx@Q;EKiB96i~iQr;X)`dw#ZSZHoqsF9FXhj?8CMM
zFvtV{?(A9LyWRuz#e3Wm_uCPj`A=5gu@z?yexRB)R+`Dm9^~-QX}O@=1c%h9*nKz2
z2vB78z4I=oHl!}{G3$c!RobHFBDr6}(%GLjTjj;8f;ORp<v$0t*Xt)bil?^z&O4J|
z@Wv(UBkofd?lNPC(%YN8oqjxT1Kp-s$GqNKynP)sLo(a^=dTypD{j9Z-r-#ibrZun
za`sO>6`h@u<vsiA93`guvpGOva>Hv-|BiH0r(+EIfD%I8m(C0O(B3M73q9wqKlDq)
z%~nwaBPx9EhAvhHZ#@|g7Q_>r(gMt!h@N}*&qLkaz_mbbn1sku=y4@es!&um*#mor
zV$Zo9K04=Lt38=5zf(3RmcQg*{%+WhIyuZ4)m)jR7M@dTx=cKPI#D;u_^s}B3^j*I
zJ1<-weT7zB_f<c^Qy+`YE8^bz>EN5Cb#SNKhq*aQ=j()&zX(n}SN6(XJv=PB8V(tN
z47hOj=bg!1%O64b-G-emB>rgeawMZ6GBiJFJ$3N)ryq0I$*W^oo9Xo0{<fuZB0M~D
zVq(4UmrOx`IVuzm?EI80Y36f6=!PMb7<eUB6&9Dr4hz*K?)VH!3IclS@I@llP3ybA
zZU;eF!`)kM!LSc)>WR6`v!iaQzATD5fW~ew)+dH+qO8taAs*07RO$N&jBbPqF&KPJ
zB!B_t#yu{*K7_3)00*l>!H&=?%W+(E!22NH5ETg*S&P<0Jfiun9h)L+1Hwx4z$&S6
zXhGjr0Lr=?ot+p?e@$fm$WUdN6`&jE2O%cBxZ4@<dFqC}bbl;p|L77ZC!U8EQ74-=
z*i;4~l!(K{=z%O>4NASxhF!$VH`dpO5JdC0BE}>P<Ei}*zz1M`3}C?r&$SN?i~Q@0
zUaHs8Lj1-+z>zy}JluDDZT<%Iei*M?c1nl`4o<0NS{yArT@4{c+VI~MP{QlsTZLgq
zq>JSB*PKB-x4nf1T9B*l18bc_8y%tyJYVRsv&T!6_onfvb5aEm(NJ?~znO4fx~Nu8
zZvqj1IQ&K>yt70O+!Ni4s(VeKR`yl1s;+2wv;lRe-*1DFpID8fRo`Pn1L@+P$7Zck
zZ8puaK0-3mqCfq~SStF*y{LMr2!0loKbdVQdo=TZ^l&#-*tUl@bS^VnyXhC#5$~7B
zZXB3*-pl41ZLojpL7JQR*H=Kii#S-wG~P<3vbzf)XUx57K5jcdIT<<4EZnPoAomnn
zJIUszMs8bGVgLP;b%A7HDWY6jzUr>x_j|WL$%=oI<@|L=>B}9<KlF^RQxhX9*TLGF
z`u>{Us;*D%12ZcWxjzBS>$~#Bf_&cvrKxX=HVH~M-IcH4man)=IzeasQJA~<w)R3w
zfveVQw?`wjA0PNRbewIJ#HHFlGGP=V?BD!?56ZjQRmHDG#?CIn6aHe3IxhQ0qvx{}
zub1YMz7DbDw*O(Fe8vlGIe}GDIR6U#zUfZw{PyvH8sBG$1cuJ9PFuzXV|`@UzN*kZ
zaop7k2+AA5reO@%<c6qH)}YM!wHwWo0?Oq!?pt8@ij#kquR-PVsPgt7dbEv(7CW^K
z4BdZ{6JMv09a2-ErA(mwTp@QqNPPDAX+9j%{$VY@?lbq-)aV>hN`;)gM&x(^#j_sW
zwvMLEYKvQZvl<D~jBFKsO1kfx%u|8>J+J6f0eNpOgS)8}on+bllph9T(*=ix-?x8x
z&&T#f3-?9f#MAe3=~InLI*JVp(#xteW~$4C|IB2p&SY&&Wo<-CU!tD%V-<wpM=R7D
zU2Usx>{Ks+jl?6PqTI56nJ2_xF1jNJ?TL$--D6)_#%&)_sZ~q2{-0xpo(;@sh;u~!
zxLHth;qF6|wKx0QCXKZoB-;znwx0b7j}VlWzA)_S2PS<VM<)=500{B_abAMW+tGqR
z*YOV1A{*|z0<P};A%+ALO0?riwjF88a^>anPe+q`L6{Pwi2N7)Y;iyf{`{E&v+Gaf
zT#ysNKy&?!g)e~SOosB;Ux&5=MPD&fj8pv<&Y5Br>)cmZHPL0~uG2M}tCQCQOw*_~
z(RsZ!s7KW70%dJ8$J1Bh!{<eHr#60TH-p~-heJlpp3_}K1Ex-s?ZlvZv)sUPalE6?
z$lmwgR~ENQj|uytP3+1&_~e!P{{<;dp4k+i{gE`(BB%*Lvu2~%=WVY6Z)B4tlWGRs
zA2~~!*39IAAy=@=TME_zcr~oTA17JfRE(`zl@7|9<am9OIXS*==bjedVb;4c;7X-y
zV^~&pEF>!N#l53ZTCuUzB?kgW2hcn~%VCQc1`3Y|NqQpscGFV%F*K@E+2)VC;hJ0&
zh@IxyFpc;}y+Ienw8B@^?N^x8O^l4}fvH({Y=7mb7%?}LCPwoEMD?_7{a1;*ny8$n
zm9NRKt<S*}VB5TX_NT<5C921hcI69NH5mEvi$6{Kf1O@p08N4xqA3?10&Iy7sOD~_
zl{PWJX@Nyum%K;ZcPr+n4Z{om6{PpAfh&Be(uC!!qVmh?@0lmxXNcTuUEO^@@0|$l
zQE9TrzhT$*+0!0%kEatp2|pSCW3=Y(0MKzR?p?^<YIywdF*C8toyW0<cf>EJAlgL&
zGD6*O2v`zXN_2CNGc+@C(bEVbWJE|9s??;U@$ti(H-<d4axybd{?<y>iAhU|FL?&I
zNik*-(XntOhN12XSq~Bm1cgvc!~XpyxxqZb_5C12iaA3<t?t0^T?L|?gO1OvSbj+q
z;I=;EuWrJPU&wvFf-VE~YE+iugRe>lE8li1=9`W&pEZZiKEj3m&7GffKdU^1ufw~u
z?GAn<H({G!Mh4M;Z<L&W4M(A`h43MmUdmup47|~*VQ%U|e$H*%<!z4UDo40Sv>(e4
z`;uJxOUu8@@I~3vk)PHFF^Ok>E41e`&2KO=b_F-F>!iO3W$~aoez#*HOq}QWxnDk2
zTX7Dl$|>rr$IqLwNm_Qse_F8W?$Od~&LfJQZn_tGd>7(;AIVBm?l@iF9V$B>+<7Cy
zlV;If_QTZ7ud3-nKXBtcZvOL%%A{jgg{Y1tQp{&%__}-r7-uWyWgA~y_2Zs6O+3r8
zY<&52?RRXXPnV+(M~+;RQm`|=8}}Z&*3s0Ek<fEkoS&b$pL3LY+WO<N|J%2SIdcmQ
zGiSFfOvIqdt>V0!aQQ9xZVR%$1wpBRw{1iEAG_cYdVoIhfU<sx(4Po?MamyA#q#<-
zL{~n7h&>L@rnV0wO`=tc;Rfpd)<Y#^;7({z1e`4b<{S(JvJ!@`LzZ`V!T^VcQacVi
zi6#(+@oyTQ++Xa!7Yk<_W}*nsVB|su$|+mPLkg&!=R<`TW~2V9kU}ER*KSo|1P~id
z)m0BtFX~DnVopkBFvu5yQa)EcfC}uwl_LkA?!sHMk}wGFBxf;iNSelX5(^Pr^X{KW
zlP5bfBG+nh)*YM)JlNa+kNSM*Imy6Zqx(fYQZAC*y=>=q<Laxk;33(Ci%#YR`0<~i
zyBk_zzO}Ajs~ocY;yyFKON>Ya_ht==PEsA;Nen~if+;&-vk@Ty!;ns>r??)$_6r#>
zM`94{Ac$BYcZKHY6)YMC__bC8DPX~<F*Fg9?G%9ZB;rC#mf$kxI@Dc#$twe)Az=jg
zmgDbZ2T(_Is6oL6;eRIC5V%5IKm_K17;nvcaChw@!~0rWmasTAv^W*Jo|+#57m^(@
zf5evifq%JV22x!lb@Ax8zF&!ePMsVwKr`m6gg~jZ(l6wlr~LOEB^86Y1ib|00|fZi
zgpzhws~`6mWITMw{E%)d)~<}K@Qzp8!>VvHaWM*&cPPWlm$!NxWJLzcPEQYQy;9yA
zm7<us*DkPicGyG7jqU+q2glU?bv9`qk+E2rbW@FZA)d}uTJD7Q7(wynhjCz9l^9*`
z`#e%1rm<9CIFs*6>8m^`OPU%qwRHl~Xll82bWVKlG@j_>N~+Rz7FuPc@b3gw#3tHt
zeG{X}$cWL3E02r+LP=FlIcU1YY`V4i*kwoAt;W|KOIi7^2)4c?_K$~BQ9K*M3o8m6
zj`m`bdQRjDX(ONq>k)=Rz?7|dI|oes=DgIJ(Vw-!f<T@VxUB?)<B1sH^=J072s6xe
z6V5O|a1;;dY49Or5rl67qNs48?gd>^BMu+7z6n2nE+Z!w^gSW*qusz*<kc=}(l4LY
zf0(k-r4uLl&RV$IQ}~VZF5G)_!r}QtA~V5ghvyp{#jefYuPPJRqO7#G0(5pRvL=tS
zNw4#E>PmN-i-?j5S4f@xQQ6SY4>C_?LRDj+Smi_mvF9L>o%63-=U)p1!?F)X{{hc>
z>RS@+37J;TR9NZ(Hv~+^+06ifBVa&PQy69laBR_F+k{96IH60Z73$p`@So_S1soOv
zi++^PtIT@IHQXKNqs7b*KywzkAk*M?{W1nGY&+8>xC*tHqhO_sw&`1+sQY{)0CJ&N
zA5~Z!c+@v>>or+KG4S33;50OV!UK&iMF8@lgirZQpQwmsS=y-AZL`v)q7;kX69QY8
zn0MO<ScJ2+`Zja29NYV_QlK<x^U0tCOdqPr3E-=I@354Isi>@o8IHhc3W72PT7xph
z-o7?d&3gd}6_`f6aK0A$f{<`g2!R>aGfO^`BQKzdR$(G5;@0={ln2tk&-=hx{!zr>
zC%}V9Cya>6`;cq_d#(%P<)n<clSQH;77Zz4CUs`M;0D=js@y%gFRn_iOyS+BLV<>~
zDicI|Ms6{gy@WXlhroV7l%2Qq$(0{yj3zC{Y?-3Prlj%^=`eC-vB%2AQZ$4HA0WB;
z+9cU+Q3quQiDA}WOj??9qhW($C3pJ~lu^v@$iyA;)5VxOwSI68GD~7eYf)^ULWUhT
z(Np%%eVO>(gt#Ceto3#dOydDtD|9TwQ;q%$g1U<I3xeMPZTd!~#M4Id8Z;m(BbQH5
z-kHP0cF-zG*Qf|;R9RM44<YB0oOoe$8y_vDboM~$`sS^P3$%ySwDV)CL(eTsZN|g*
zvwXp>oBb+h=Epw~bvl8jj~dbAD*poOz8uD6ANb-AoG=?+xc-WXDxD-8y7~g`b9Ii0
z8w&2r#qb>V?Z#Be9{rFz(Yu@z#+-`WERkl^FE1SX8cp8lr+Pv-os}c)aD>56A8l!(
zkya(kq!T^ogu3ndq65}JM1ONyx~Q70)9@4tKNinyOB0^mR8hru{1ZKYy<KR^XTby)
z%cl-3;5K>S(>kuB6ji9yj^?nCeX+UnW)QjcD900y8+=o?Kl`vwMd`s9+WM$v<YC(N
zHM{(^xdCa}qs!l8ZI2o`774~|E>K$7ywsyu;u}#VVuHN*10wQwl$nu)SRvTWM(HKl
z?cnj;e|W?R#p~^)JQ%UphgB;5x`*?N$Ufxe;$u!B;mu)!>%7lIC5v!pA$EW3=KL+^
z5df!=lT7o@rq}U^>ZFLxfSI1Ae!7FS`*>N|)hAhA@c6+8!J#wBuL-^j>8yV&G6H@n
z`Bl~e`OrMj^4@80$?Oht*Zg8_WT08`=UKCr;x+Q`DZW`p6gO0oh98P%!~_N&^u6Ij
zDxi;+R>HHPfoDp)dqF{-_?7TKI?yvEMWFI|ZvA&}uyI4$LuuxRx0B07??pq$(nu_|
zgP*p$fsL1%+5KSipqHlpVHi}_SC5)BlcEyyJpijy|1)YC{IdbvAcrOf$CUzO?mqPl
zXXg`YXHEuRCDc$j<skSNwoR?odS_}}ynUQZYEeaoj$SpTgi-{m&ovLd6H|m*upc8{
z%B5dTW7?!}YSqR%EVg=<BN(Gmfc51dyg8hQU<x>wMxXvhwIXBO#e!RK*a`Am=sYx&
z>KBv}c#2%l4NNF?P2dWFMzcC=N6^_*EiD^7s-z-EBU;=4kE8RBr|SRXIM>y^M(&jv
za<7rSLRPrfZV-u*Jrc5K_I2%KB+8!IBC_`uvI^OI?=6?>`kn9Z@$i?2hkfojpZELq
zdOpzr;vCOL`QNST<MRWObYJIG$xfhVbOsxy0zg`szaI7y-wq?|Bs&&11*-;r<!mD+
zy@cF5hiv$Ut5&yNJS+=AX9V&x-t$;MWS$Wp1l_+~OP)&hvWDTO%tP}#xz0}~P^|?N
zRy@ALl;;qePZgY#xA8%OaA=}eR%rn8DyS+C!=pfGYvLRJDlt*PHd@R(lYjqD&HX>$
z1^?8@_0@3nX#zi{$xB1DqpvB3oyq@R>Mi+X)f1Gm2HQ2<Rp`N+8;J_Ujgknwl4vsK
z*_Ru~!azMw`*V{{Qj=b+SC+V6J<>+@fd}%g`t9v`mbLfzAjwFjD*nTd^uIbov<M64
zpZ5j&U2h@r3j#bYbinTW05rES%(5}Vx&(-u_9H*Kt9ZMqv=>rVf0i<Oc9hPzPw;HX
zTFET09Pa(rV}raM@}A*|w%JAZW8J~kDg0@DVAMtSK<Lsy_ospGKP7oTO4g1_)*?#2
z^p*VWE0OSI@ED*|xfAij|M|0)xn~ViFG!-`3|mj~ipjYi{|G%Axp4VZFKYf^BpZll
z-|5Y|^N3B2#40bCPrKu@4RzY>Sff|JXD9D9)j9il9s1$Ou1McIO~o<Kr_qe3(aguC
z5Ha`lCq|zXoQ;ORs2!;6Dea$Vp6QIuuIxQZJ$6?~&@YmZVRoeC+tWBhNukbOAI=<C
z)iE$L%-abzw){BX+{)cA74olfUu-x%UO>nTL^daFJ|OZOHhA~FWW`(KulKWd(NPXg
zNPoAtrkZyu#k&Uxwv?Dp!kym2+~?o#LhN(Gj0Ykb)0tg4P=ps|e`Y_8rX58#ZKbNY
z<1~{aVEVs|dH75`bX&Gc{O)UAyOa^ev`AJ~wU&z)RVmr@1JI3X;Oy;X^`ZRZCSZd&
z_w-#$vNmgE4eGXym&kD0$a7bNSLL(D-c?oBU+=xkm9WTSw=Cr(82XRCembG2I{Z+-
z^<gsVwJe7dAGcc`(!81TO}VUDov2q8pL>aneTk?&9Zh)dr_QeI^N_%a4_?0+T)qmg
zDJ#&sWHY#CC!pn5x=Pn9a6|(z5gceatmG4IBF4FjHmWtiQ21xz!|77>`O?QN&(fSL
zxQ<`g|F!>y+!F^<N24wWmAU7Z29qfs%1C(+U|nQQenY_HT9G>3<mUr_CGtRa_;Vc!
zaC!)q7EE3mfCiguts>w)S}LoELD<#$&cb&w5=_$G<)Wc5Q-Vk-Q7e%Km8SPL!b5kT
zkN=%a-+pxh))&cTlDQTpWbI$zKm7c-wuP{1I&vKQcfCVUIMl#6@E)T>5E&Cd1oF>W
z?s)h!KbEQ$Hc#~q9w#h+v(j(J7B?|{lvT57|8Dk)<(Pun<jC14?h+Ng>oS7`5)xsL
zZCBGZ(uJ_A7p*Ysg|3w5`hP(h8LIlt%#PR2MaS!#=_YS30Uy&)$2*!nO^b*aEy;U%
z=N^W*tJmW(>)!s!dmKkslY5%WeeXEzze7??&Lmje#^iO0usoPi?TgI94SzpkH-(v^
z{wbj+4f^qoNf}Pk+#Ywu-rf`30R_Sd>)C!>9dg`?a>Le<MC<a11_w>&nwjb+4ix!v
zF3#V%d7wY212;l8{)Hw(ov3+8<h2*z9E7vDwrDYGAqMjqhUFP7`Wu&5N&dM5F}8<t
zZjh{j6r3%x=1*3M=0ue~^?8wSn#~)N7<j1giclDbgliE$gV4cIH}A*t-7uz%>zmJ$
ziN#1wUjgDvlR=Mb-|9=@=SDp!b#|cQ3%WqW52=2{cuGM>%#!y{#AkNCHIx=izWqLD
zUEDl#<GkoiUCEiY!K}H#m7-5aNOU(YI!{{VSY2&I$6#6Si66$#-AdQX;FYt5vx0_#
zgQc;@D~~s3-fum$72n#q8R|VuY%wW|Vc>%QAaeBj`2Ag3hNDR8=KA{n?(Q;MLS3!Y
zqutIIe-(v>{*3l_4j)9OH?!)X%POmq)agk=Uj%ps5Yu}$c2QrWtrUw%mWHLonT$9#
zn8XF8NWXnJ>cWiQ(O12`KxLt>A!nNzayGgN`cU~R{n3n#>)K1N_Ls^&H@8Twb^3^H
z2QXjWo*zw1pL8x>9waq5Z?t3TG3QpY&SB}KV<W_)3c8n>Q|E851EM*7aWsdd39=V_
z+Vi+&*qu|C>~zs6hLnrxoWahQY6<vn{?ab6LIZj4@54iPXrjk5_pfL{3U?UfWIGkA
zGOz1ynrmE(<rl3IM%cjb5euq>{R7yvch<DG+4PO9@hp6s$m<cQ*B$J>afqtB(G5$f
zzO!P>s-}Y_8|~A)x$j(x_u|K9?X8=~f0vJpH$C{<A}M#Y(0)F5Ym|Mkb>hR-HbcgY
z-b70k)XU9vu`TMuzwZOHlgX3DsD>&DXD^%AHf9IyzQXEliHx?aj0L+pe2zB!-->?;
z@IUDph<d1TGdwCTEVSVqGUatKQR^L%DtEqs*a?u6N}86TAz(S2mmkgIeqJJ=*F<6h
zttcR`zku-kc}U_+l}%0Wt3$|S@+AI`>l%)XW?_qNjU@pG#sJ~=|D+63`Uj~3_wgiZ
z9jE}W)>vmSd<StJk6EaDg*+hoD%8^sp=gGHmm#OTd-htFkYEHjfCUJxshqcs1wXlg
zDX50$`MzUG;zg(-#X_K#Zxk2cz#SOWo<hNP6$CR0zX}RJfDzaW0?Me$6cxZgvEUQh
zbRGWMA_xigl8;vb;>mR2cv<vVM;5qkf`S=@f)b<7$znaUy3|@v7hRj4Ng0Q=pDroE
zJ&|t_;r3E@-y(GKYp;n18j%M<eW-#yglrp1&qY>Hph<v@h^<!S3>3nH5n1ll&?R6$
z0$Q>KFQ(&04Y)rP=m{mdkZ9B?yh$|`ds;v$+5U-nV72Se>%F2vQI&|2-REtjkcWFg
ze8VWNCmGZv(@s)v(Qza0tJwnSsJ!|c?zCSTX}y|Z{cBeJ?KZ|2>JC%tPq*AWw(7pc
z^C~LjbjEQ0B*t!hg(|yRo7x9B*3~qk*S-MbZaeO%s;c+!_loCuBB5~x!?2Lt{JM~^
zq>%pp_JRKP$<g+<iJ8G3^|y9x_p2+#mL_gH??!o^srvdTVVkms36VX7$j=?OZNtPQ
zo~l+4cALL^UYL@U)=<}!5|UONGTNoMWaqGL?O@^Pz;VCkOQOMavcaUDo<Y(ybim$o
zO@c*?+4VW|a|>GzV7bn2<VS7rGN;7$CO9yc|IOy(BppUH)M=ysR()w73QZB5=n&wl
z+8@AZ3d({3F;My&8k*>lyFf=Z>qGnKYK5EERMCdhD?6blDJ0KDhFv&k!&StFxz<fK
z!~kmloj(sqvJ^I~Dtj0g2oPD)AhTA}RI__GCj~g}*jpIcTimf1yJJsLEfF@bX7lw_
z%Qlp1#tM?0PN9LIf8F%krQ}igmsi2`@z(}iBj7r>ZI?v9*0PtGFNoKTzibm3NM!RP
z#*bx+*X6#hi{-ETP%lC<DTo-+qF{7!5IM@OoP_PA(<pi1o!VY1W$+RJuF^+3;errY
z7V)c&2oIvjF#yoO`JeBn^|{C>x#ILY>Mn>PAGCT%1)7D_n`5A&0j>&H0ay+a?k{y~
z21=X@R|_NqOWzM#b&lT5(uNNM!9&FYWpH_xA~kI=K-O}Ao6B_b{JQzmFET_lB1ix%
zaqBe$n1st52_k-Wv#XUknY_IaP@tq)^K{2%8i&Ufv5i_%4^u1DLW>xdf&mf{QxKbd
zYoXOc1qC8(EA_Z&@2E(ZGL(v#JUh_gd32GAX+1gBKvD1;(kOTloF)4s7rQo^=Ispu
z@Gz7vtmi9P_)0tfmle2g0Gw&ja>Vo1Yb`Y}6)Y0`=GF|QjAYuNhSFlrA8B5<r=k&-
zx1O?h-1>y(f!=rp0ra%iZ>Ys{kWeUfw@65^Vt`TrN1!oOa2b6fX1M|}f{SyQC@NUr
z_OiL{y`)9oj?S}OD9zo^%iWKl0}j^pZ=nh!RYAk<xo&sJ@cp80o$7ZCXsd6&_>bjl
z_93yz`U4Lw+v^|qNzfo`FpQjiL!Bzk?2(n82vXgZYb2G_EGcVVni2^wvo`HCXZ*1s
zNwyp*(Sc6M(j*0hg@{BR8J-E0h<jC1y}(D97Qrb36QG$Ej#yCt1LzU6HWBh1h;Yrc
zHN>!fOeh9zE0@f6&`}6hY@$?d9{;ST@<&RALW$8R_28ZSDZy=K%&GlCz`H`a-1_qK
zn!@wvseN?*j(&#6X40psI%^89%l{m3`-Z-#-7Rj}_WWIgt2rDd8zXfDdT{jcldwby
zM)Eon=Z2W<Mrq~CsU;T|Z@t_s6kQBQXUcPKGd(?zWpg-wND9V<JiX$}zYOaDgOYh3
zULW{uUz#`#QwqC2x1HITXh(cV=E3uZ9TjxFI~};S?z`9hn=O_D*9gP44{6unNMUR1
zdvojGpWYc_YYFLKc!5%5A`lPar-bvH?;O42ihkWLS%A}Gx$qzR4zwOw9DL5r4+6HR
z#1+pW%E&|+^#S;`l^II`E+wNCR%G@YO?>Dma*FZI@f~jDH8-&5Bj5;F4T}yDf%7Ls
z_#mN8M54_6@Z`Mpray^=a3&5*^#El^VpJaTo*6jcvg1DjLCz%VdF}W~gXiLZ0RiGz
zt@yVY8A+$h_VcSJ&tqO#WjOS=)c$~Sh{(^*ojd=V`X1wWwL3X@?TuT&w0NCdH~U<)
z%*kI(Z*#Xads3bQhg+Zhy?L(+*UQsc1IN8t{|488vsXU*`}>XavtBi>`vXl40SHz{
zqsdpVn&c&0B<{I4*ErVJ={_@lm62kSoSMvhCywbB)BZZc_HqzDhy@oWlEi!>`|+GO
z_QuPPFa@C=RB&B`vM13S<du@Z8SLI1>u+OGDHP>FP%+0}3J>g49)-cPHX$k}E?;sx
zCC*T|DfdEzbB`k0FPIxjUQ1d#0ELZfNm|v)8d9$WWi(ANm|JZ-a#NKhnBtLS@ew3i
z*FhyHc3@tJgqQ_j&_?hV#MKihU@|-03i!OD&moEmdN*Df01i|*)WCs}T$AG`5UnV@
z0cMWA0QxqsJ4l%P*{DO7pJcNG>l%-(A#E^d5dxLQgSw5Sp4>9pX=Q6=i2$qdp20pz
zWl{uVi15g28QS;vkAQpl1i*>9ciV~SZtejI547;UQ@Ax_67k(zR7+9?pPfE+KbXE-
zJHeeTrG>TEA$;5sc;rl<FEyz+2CxM-e1QrLbplFCKVN1tr(xnv-6I#d9g3#Z$9_iq
zB(Lu)9M!|Ws}}f$pV-D6g}EtT@@HRV<z|WfZFwM+$t_<de2>wanFtjLP##42lL1QZ
zfBn}r3L1vTrVkbRv|mlRcy&Lv{QK7ZOkZP9-+u0`#-8^5$kd)x!KX?6QHaMMHX>kl
zQ3pjZ7og{?t=Yi-&Y4&oRjap3ectvyW4~Y6jqXd|H@>FM0EB*^5$)oSJ?o)nsf;#o
zODyMg?Ca~_@d3X_Tgyi?4^I}}N0t?S3wN!1R)KRqR(Vh1B*`bbK=o~W)n0<u*oLq9
zuXg>czW>*fr8hof1JPRs5llTA@%pruvn7L}2D4E$KFN;%s%Q3Wo5rSHzUJe+-;I39
zCb$?3Xg|k=Of4lv;0yok9A=;V#>X$tbY`X2W~ENhd}5ZQ?EQe~)nw#-$ReoD#Q&64
z_z_k;J}){UCz?J#lKyTCU55u#YBX&wB?ITpRc=L9@;L5Hp0BdDrCg3#S)O#Jp+5+!
zCfiN1r4TC!Vkk<^NY<xJ)W^w-Fm@4A!_0uPGs0K8A5IT=9l%7cmzHx6|G6rC&y&fZ
zy5G?moO094z>=4L0jwSPX4!X8rH4z&Fi&arO~>py`znJ)qfi&Fbb&oQs&cp_@}T(D
zvuWvjlE=&Yw0C#obL9&9ybTjBa|#!D1$_DY(%p4scT0W$K0p0dbCLOdEwkkehn}SX
z4l)Cd-P3a#?v1Dqw4IlmK)FuFM1wb7vl4a3-cNS)#59xO?>I19+Go)B!`5CUMWe2`
z>h=e^Ue~Vj5nSx^$*kqu3P`{~)kBp&2+QD)*5~<PRQg!I_-UPCT(xnWe;uEF3A=lh
zfL9&oq4qPpxx$R1f4`#fiK4@axx-0rV`6UO#AkeMRba3?oe$5`&|U_xKhbr7b~0rh
zId4#op`d1+eyn$i=&lSpd@GV!4>-pKWid{c&9uzxoHtgjxEoAPM*{?wXa9^a9k8IX
ziP?xeQ#jcCTM!anOPaln;%>N(AnP;%wmR8ouxk>0hrkJHfgC_>XhA-sTCK9Ku?H~J
z(8;yb?7!K`^cb2nN7ZSQ1@iEpTExWQ><Sk(vNRZv$gw%YuduKtcUpgIFX_K$E|t4u
z*3;Y6!HBu&N{(xh8G>2u)w0ticaPR(ep_|SmDVNEQ5H@~bEIJ}bUdvp(=fd%K_0uv
zuz)ZnsL<%3S7@;IiC%{}RV$famn^MLQ|9XbkwgLL@H@7b{))iEJE|iSvV%AXrs#s4
zXDitss5tKjgIYUkXwovcWKhxk^D!Qctae_%$32IiUsqPFku8Kp_g$SG{Vd6ar93%f
zx`!<oXn3ARLcXNx)$Lvo#Pf7g;9+Aba~M+jtrR-E?!0wUucg;X8Xj)!XcLnFY&rtq
z=0F6T0+eU5pdHStInAn>!diFJ?!@~&u_ER9)XmH3D2Q|_g=_K$5NNTU@dKH1_V_C8
zyar=%EOlkt9d9w=C8|frPf*a|58i$ECyNbdpZ-N0#elJZ-u>!Si})~M@r^Yp&ixz7
z1=^p351Ci*513Xgi?-JbOIy@EuEZyC9Pt+F9$1X0T%IiBvmMyG0L;X$W8L_OTQLP6
z^6htzQ3v-?2e(n9y#kYMYrRct!x!R$yeY!&)dC*XMmujaw(U}0RH|3szj^=f>F5hy
zzF+!}KWu*h@Z7p<tMRWbS8}<mI)C0(4pqBB8hn8Rd;2KjlmaAQ5#TG^%p2R=+nc+0
zkDcCmICl~hS{Gj>Cf?4tCq6tjGWMq8(KQjqmmNeLjV&e3#8P2C{9qK=m|~}Y9g7J#
zM%J=}lEReOrZ|Qh6r(R8?q&=|enBhq^(I$8kH-n+emh5_pwhKZLdN}9B$!@A!y#&S
zTDm$W;2#7wyN*f51SE9YG<dEQleWA$*rTjs_&Rl$6WWQGX_9MxuD+M#-%FD<7k2TW
zrGBj<bB^%t5Oxqw4O=b`quR%R(iEC1mfPf3IlaneW=l7$94W#zV%{(}**%>$A#h(n
zv~FhHg}=ogV1h8iDls<}!k912BnN|yBq^KB85?a_8Xc&s*}`YyJB^$lHSeW)ad7T?
z*!@ncJbHi|d&kebcfV?fhwdN5`;6;`!j8OQs&B2!-tTS!ag=Ob-TBE`ZvMLjHqAXD
zRCC42!r%76GyHCG#dOMgwUB11V2rUoODbv}pfh)L+?131Y=1}P=FL}htB-KFXPcV}
zhlj?C)TLO3Gvj87J!5tT7?$G*Mn8dq|95PZY)<3XjQE9!K0&3fAOzs<ne7!7t;9^k
zgf{I=R!?jSf`!^2806BZZFEvgWzhp+gon^J5_~3L-Nglcm_i-QO8LIi6^Qjkf{w7A
zurIzFURt)0Cs{0EvXEtnxm!rTA(TT93P5jzfEzEDA%lgeo&r%Aa`{dBNMr*UqDv>B
z<Dba7#WnI|jVv6nX}&}r(I|e)1c9KzEfHuf0yY3%3u@;Y4t1h_LHvTLjhr1G1o<Rq
ziUX>Q-&6?f)-DSi2k2l^m~6CU%yL)7NwAaPsv!l-1hV~bC7X?*cAeN6O6Q|xpSpp7
z;*sk|M5rD?X%~tobs-`7At4MrP>N`V$f&XfKwAJTff7)jiB7t)UjYgk%vYGEIR^Ny
z*V@ry{+YLhdm@?bx^LcJ4>dT-uEpy$BNcem%jqq{ODcBlDAIQNX3}gMXPB?#rWJi3
zd=0#$VK-YNRc{Cw4BKq1oDA&8Wq-qE?@)A2GDQ4Xr>Iz?5M4hK8(g>SU(2H*Hy4$&
zk-bk$9p0JPd|ptRcyJc}vHN2HA8P-W=Bv__C&^#^vUOPOE$Fyt!N*<%!)RD7m8&aE
zOe`rWDW$OP!~3MK<%LbLg=ytUP51PmPaqbhU#W+Fhws1UbP}bNxgC*uv&4|n-Z08;
zCaR0|jYm2?)!dh8c|&eQdYt6Y?+@z>y%om`Q+2MnT9r%vpQW6;s0`o7^HaOt{mb%x
zSg~I$OvzG$OZ9K)4R$}d*yz&m5{ujtiw?yPG1^?^@ZK-OlLvWr_l(rk0sbxk09G7N
z5TWFZ6uXs|McW0fwg+widED7}5_Z7&6q+88#cjGprsoZ^XOWOuB?&g&JP^UQ5{O^0
z*;rLRBMp}SkT;ZbTSO~^{|M$La|8opkrEq`Vn{@I>r}492w+nFW5%>yramd)YX9Z#
zhb{{R`{ru88P{a0#*rBnpr?zi`NDPt6R&tEc&wLfNgkD<R#Te!B!%(papkAI8Hga*
zZnB`%S8-@NwRz}U^L`^MAEq|=io{I{$R~-+fo?V;SAy#2*2y10A!(WykXn%wl}rGV
z0#s?8ff{rrKo}c14+_bY0-wRAnlm`yb{VAY!08E?{{H&VBm0Xc@QTC%Yx-;5O?KUF
z^|jlA673561gkQ@YPwJT@wR=u4ZWK}0W|n0ZCpR+NKg-WWZAPjiB%_)Dv%QngfD%D
zLwmZNhtKw@!#l`<cNJ|i7O_JU!?SK{P!kXBmm{IXO^Dz?DOF^+4Aj#;lL(8XRhE1H
zI47DHJIea>=5tVC=q95Z^Z(svx0&7s1By_^Af@mKYdBl1V)DmuuCUhWKwqW^u3)5;
zvQU&JXIS@8*4Nk1d$W&qdUJ~Dl=;%0@Is&DAQ=IKs$RF4z_Jd&vC-C|1}8a%-i{Ti
z=Vgk*7U@7iW-I~8x~8>}<-*Z1U#Rss&Yiy^J8#cGvkHONiACj+AgMo@Ii%UPn&VX#
z8;{wBX95+`|517EmAaC<xH?`NEEcGMKM0xwMzaY;YYIjI)}TkX0NIYIh+v{R1^ox8
z0y6RyC6paL)dRd>DV887)ct@QM>u)|gf-o|+CGO2gs@J;{<M`7U=mRMsx<)9S2sUh
z&!G>u_=Q%RhdpVcp{EYF7)-h~n7mz~HWxvdCoGEbZ>q_=w{!U7?_K|JB?w$Qt&n;E
zm>!ci*H3}WZ{9-KYEO;pM#sp_$gO+NaFF`HyddIn;o)Yp0!4b!kH89-B9Jj6>z=%7
z9Hkk~Y3rr*>fdNQr+K9EMcByMM$4M-QD*SgK|5l4Sn7xKmUHO$x|f*tsD&Ut6aV0q
zcU0-VYv;WgM}9Ul)5|~K4!Z`YGl*Y+n<gQ&U}xG5{uXif2cw5~r8vWzg;qM3AFi-*
zobm^=cxJURia+XjX&;0!6?3ml>OmC*B0C=u6rvE#W^Wg@uE|(0V>FllK74g3yn@I)
zPzciqdM;-a%6bklO0JHkkBh>0NG>4I5zG~dEPh6@y|=m9ehxjlwaoo1nyhf}>092x
zz@sqi#h=5!MVo`6A=v7w^3viF63KPdy*BEMu_UV$24fQwf}7QHe$#f#?mS_;BJKLn
zd>_;7dw?>LyV(Aq*1{@#en>VdAK+Ar+ZsIkU@)FB-*|TP_pJDVB(Y*+GX=}i*{|uE
z^!dhe%xd4&*cdZ|P^o5Gla!QruGZPuSPgx`3#&H_cRAmvDCdGnf8x%&J$=-CyjA<;
zp#PowfT8OdELtRqU41R^7t4%-06dhK2uMbvg{6o+p-z>@6$u}`+l(ov18xV16WIk&
zpgF+E2q##(Vy%)b7`&rg+fTX-QKR!eh@HB4Xz$DUw^?LYk&mj91Rrn}q)bU*L)(!6
zxL6`6D;BHy2*2RSaZ*ElZg9+|g9{49lr4c3v`E42Fy%md0cvd7VkVa1EvPMwJ>020
zfSecc^dF4Vg=m*30c-nA9rPLXkwkds(HVLP0*P8=5YpcHFQ&yQ^O)vN4%t~PNU;N@
z98nUEgtC=`t^*E(ZUT&#TMI1Nu^1vhEJ-d68u_uWjO~gf{s~bz5q{xq#>y5N4E*(-
zV!0YjuNNo@3M#-wMtn}(hY&UFoZR~(Tc;FT<C>Jg3>0GHgxP(k1LQivit+b|`zDAA
z{5GOtJCBI)XpLs%q0$K;i`S8m#+%D<pZWUB#-j}RG*r&B*!=*OV~LDalZ4|}A<WmT
z0~a~Ulpcekz9fDX4iQz+Z0}ov)9ijsftI?>Pjg*(7s3p=&7$Lw5H1s`!{gL*QlUWe
zcf~Gs_9fqqTtB+1)qdmdwiWq}sO->rv*Gr%)6St2hcBpWPo(HNq{w~$VYT-OT_L~j
zrtPq&Rzk&CBBrFyx}j=C)n`&rrOV!OY<4i&$EfPT>}iAC&4#8ZAHRWyCXIhSDIVTT
z`~M{7_iZP49cS-Y&oggLFu&M|;&~VL`5*9hgRbUsnn=;`nZ&o67s8S+1pa<DE)Yr$
zDyLn2C6;?z%yP4W2@A8zT+3GHSlt|<yDj$lcE#tU3f))AZ}`OW6@qju0kdLPFV>#@
z_`cVN(~w^pcM}ZwCFsV+8<-tVYj!C4S)ZQBC*AgzL7mx|ZB70;sTiANuw6GXN%v`x
z|7T`FSni&w0g%XfEk^11N|6hX`hQ(|Kfk6=H4Lb{<R1}U|0$RgGT4oK8qyF0k=D5J
zAft<X$+y-{Ub`8->(2YvN_x)m{=Eek?P1l&Jukc`s=oE4c$L44xV4{<yQga<|82-?
zBK5kU<iJerH-}2Eh2^Hd6)tWsBHxtl;%z$YZ%c3;Bao5hnx0S7ZImnabbWE?{rJ#4
z`^vQObkq75!D-}cTWAwuDs8T4I?Zx?nnE(g<%R7CLm$n0ghk$Qd;Sk4w7j|{Y1*%w
zawd#k<>GG&Mg2>-ESn_kze@O3NLYN8@oN&bFOjv(6}PFATGTe1G56mwH>T_fd*W68
z3+G%+dYC{#BawNK1^%c+uHI0qAEDR-k)q+YDP|P<So{7{r7roS8weLtB$y|>=wvrp
zT?<}gHlt)T__aGQXl?1GU@mZ&F@AMg&aBEhdM!e9Or<{xHm|%&C_gj#N!t>|e{GR{
zjN)n_xE3*kf<$;gSbPU&0DXgCdjlU70d(v@X}8Xa<)55~&A)+QlJ1<_<N<OAc@6ib
zAoB3o>h+)j&5JE+>_+M2Zc%&T+;%B8i6Q1<`yYfUo$~&jNFsl0jNI=-@5bd*y`L%N
z9%VHD&9@mHd{Coj#G(^tW|^l-nC-CUFaP8;_8XYz-S0Q=e#7K`^O`e0tgJeD#D5;P
zbVaX>WR+w9`2@f+DnGaOe^`$oFCYfSsXxtHVY>kc|HLi)rs2OKu^v=w>IX;ecoFO6
zS*`69EWKz@iDTH*oFYw^7XKHR#*p_`hTC6RZ5=tgV$X>egxV(amZqh9I_SzTa(294
z!-kFHI$*eYO%{9$>9KXR|95S!w6FP9taAycI|Wkt>CW3XC)(cNQH98m`hU1766^*S
zS+IRVn7t&JiA~n7UiRAqOE^E&?wtkc?-)L0js^D2O6iUjN9sC9ny_+%KzFThm)AE=
zPvfU&lMhcDK2dwh@vppb=u8XTNHZS=m7ApbYb9J|Q&Wf6?A}Gtu4dF1HFrH1@!tp|
z4`0j3q5~U~(TISQaNDofzduiFK?`=jUN_--K!!h94xU2EB2);AzqKys(A!TPkJI+L
zQ_@byKfAxAJ2i+1y{WQX{{!b@^-KTd_S<)tk2Qa~d^azwIW~_u^0oRo8U6S7mu|wv
zRB3YGS;UXLKTGvX*<0=SAE`U-k(J+aI#)IdHa;#K5M7%h03#PbAn7&+Uz~%_&(D1>
z&wH9=XDv&g4pQBEU=Ujs&~ab#-hELZ#}jq}6QB?34IVbrh<iE`hzZ6F1GYLG1kC&q
zGt3yTKn=Zxf?ozW-O~VJ4@jiQZ_LnAYk-I){qaLPD6{-!SIo!f7<bz}vqjYMbr-(l
z(ZAziKZ4Z-WMEdjaXrw(IC`fg)suk2Z~mR|`Qv*+!0%#U*9Ub7p|`Mj?`Zi;a?Uf~
z`)3LFO>X7eKd<rq6nGwX8D=ZPR)ky(0Ma`72fQpt?FH8gO<L}DA3ITp&qpag2p9B7
zdDI-bACd&J5*reL1KP_dMF|bXztW2-*##O6!NosD?XPzX7D?aHJlVI@-HjjJAC;JQ
zw4LAGoMPU@csi{74tf9cmldL9XvZWeY%R>{-50985|$Ygxd|hm>V~rw!q#%b6Q3G}
z{n=Wl?Wvur0oN2;8vb7#6bu({26?+xQ!Xxw9{@q3=MK8MkDr;Tzj*UdJ6lsH-p46C
zC?=z%f4Was$jN1Ws$=?3TECqWX|SL)h-4A+p5o<Bf4TeG1Uglqghfz=ieAyjHTxRN
zeP8JcRtpLg1%%j{Pj|_#TdAc!0+vj}EDrELAfUU*gVkDu$d^HApG+(?ED`xTRjg1u
z*Q`7{CzcTLN3S2e{^ARZMh{Z6M&u3$h4-OM@k9jTF3QvYj=nY!3n9Au{sG7L4}+Mo
zh~Yw_uJ{9(qNC6%;vBStP+mazmSYZ-&H<?!#*i2rf&A7B)E^m9U_B1pg5zD8PelAV
zcL2=n(`Un^!En?H0tmdH!HNa}5|k4$$`sdHez2hL*~)wS35*I2r2@>d0EIXLX#@r$
z^7nvIH-iZ}^yj~o|4yU2=WR2J4h~dz$<o)*q(~NF*V6pk<ngG?|Jun1D_n2?BRDnZ
z`C`NrkVmjUq?mu1wD4#kgF|o361h39T{)JgYf1)?pILAVIaTtzyB3|f*&f8zkm7hc
zNPH|h!k(LRi^k=-Xzh03+P_iUm8P)t`e5mm(03%<rfM^1{%B9pc~J4$U`YG7I=s4~
zg1RMFhg9V6(etbvJwW7pZ?R;t&0WEtt~ou#<)7Wld>u%G=X?A3C>|Y7=!)x=)R#H>
zH5V~4Bz!L~Plzk;X*U;@Di>9E9?&0+?xr8?X0gf?Rh4DnXfBQ&9?)8Gczsvw$7kjb
zP5n8|^i;%#`N;Gq;lqN;EA-~8Om?eGuUA=2S9iEwj;N)*-?OZ~0E)e8lKk9Ov2j7e
zkJz0m7p0+syHam%iCGv}C^3_eFw4mq+%YPzE)CAL_^Ak1>?0xtuF(JJ%voo^qWa^H
z$Q(+gdm8ilPc(CKxq|`PZ7KKb4T_`-#V^fT)99Yijb$QifDH5xis+@t$Qwr6k(-ll
zB=!I$*yzM6{H^zmJ987SABKrg+EBWYn~6{+=^V7*1yo8pyNJXdl-|hXaPdBRB;>+R
z4;%7@fUbYUI4c|BK&`o)^BYX+mckcW8L~*Uy(Xug;BQ}Jc4soN)K`1RR)2oIv3Z|V
z4!BY&+=y@A$i@?M8CqXJ&WBV^uPL&SqhOFOn&lLxoJ*pEE+}H9T84lWQx|}ria0+Z
zKuPP>>&sijAO+QFW@x91JpdTI7Kyn)IF(@%QELbukOCU&_V_&PmA&-q&=4~4e`y#n
z*2PdEb&$<eJ@f$_ntedr3V0;ADlOrk1BsXv)H{LwM=dGvMHe#Zp}IQmaHeIE)cV`p
zIUg2-+ja8eHkGrXc^2F>?|~7J69srS8VMJHehm@2Yh@;~lkA+#=<!iC&xj;~Hjoa?
z4o}XK0!Mb20Sj&(D2u7Yu(;xl_t0cr-WPyjCj7BAPuJ^ceW(CCIOM?PZV-U`{m8?f
zA%y&-7WSAXp5;bx8NAW%#$)=Re0KOIr2|tia3FO0<ot;-RhbqEUlEA3X2R!WDrYCE
zi1Y-H476J(qBAAv;*f%IXhFaX1h{h)pn@FXF<;oSkd2jto^P>%B1ECVz-IP_gSg+z
zWO>>ODWwhXr*3j;Q1xQ7jY+YSoy2<hsA9(-tce=@UbNs72uPJ8gp9-?b2&r@-lJIN
z=447D!(JIed43m74ZT4V)nO{SSaTB$@S*`X+&RQPG*&_dIYCK6D}WI3A3lM3%LwQ|
z4q>~P%*`Kc*62{GdmtrOA!+@nF~Ix5FAu+oCj!cDqw57<{B-wSQ3JBp>6i!%G6fM{
zHMLyaT1I%HgSHl0^Itv7(zO{&3yT_gSwQwOQ$Jt+lwRCX!}StatcDw$SIFbz@FXdn
zFp(8S*R_x}iF6DxL&pFsr>!)>$d^DYix<6=Jb@i3W#MuV^YW{fncjK?X9D&DCu0xp
z9#6flTPDkRK>qFo8sP1Ixi2jmMD;lHpCz8+PTyr82WS2rY3%XuHkzJs*&-7^vnU@Q
zyzMiG#r;#5)AyeI6z}HnpfI&)gf=Xsn_9M3wo!JX%opacICKK54S7$hqOL>Tc@Jpj
zC}dreQ(s?(Dum(-QA-G|&%uwMYY`MI`3|nj4#Yg!&&~tI#vHkG$}8UwznXHRPbu{?
zANHgOtriN>xY0@yQ7WWl5|fp$hJ$QihOtKwK^}~0VtJL9)roz7q*2NHBgjzWdD+xV
z{NGOkmMX@M_P?DhCSUuU+P&;xXNRY~96Tk))?zky;!bfd#}isn_|>*E$N$`+`0-<-
z9+QmytBVstOw7LDOvBaMUevl|scb_tZe^-Fu9#W#yW<@@6F>jusbl7Gn1dav$>08Z
z>+@_?l>r5X!H8Ibs;X7Jk7}|(JzsJ15e46$KgSl!qV4T*Adp4VGn^9bBI5NP6r~j>
zd=UBsx`lBH?xn5m01j=YiKIs`ty!Y{12)DR)}BO*@CBZbKQ|oTN7ZyrJ&6QOBX0*N
zwdR`^krI(*(*hbK;0om_yE%S$2Ta*`P(>5u+gf9~YRP|8U3EqR!cLG-k6y!(T!FO8
zNU9^42n9(WurWejk?diRWXhTMV^T3@U1XflV7d^5&VOxJCmq6~h(BBz7@B090wWdW
z$1og377x-@YPF^el+(%wS}<3zLFMZp@!vS`HJrcdy>$7tLJ>f69t6Jg1$J>fiGpY=
zYNA{E{W94#(L&qJrGTIsquozNxx5PqL(am%B^@gR=nHst;Zyi6)a$xOS@^8hk;2aL
zDo`IHP;OhPDTUqFAnS}xqD)MvR!j)`hYm4%2QeB4A592OMucj2nC^6Ws?wJFh07(-
zNTxAM#xcOy`VjO_o+o6vWQkgo@NK(j4Bp@~=9zdaQ2)p9$D~f<oK~%N3Z|UhHIK(q
zfIm-|w~}M3=HBSnsiE6zCao(J2e3LI7%b5Lj+(xfoD8qE%V7_7v!ig`jyPj^c)<LG
zLOz8~J_X@kF6B@z?q4WtlPhXj!sXW_Wc!u4UukY^EpWR;MRMwi18?6R5C5Kr?ylST
z%zokQZpr+%t>^Ikxl<<Y(DWBUYnz~Txtvw47E}U*=p$}cx9P7en{_S64qp8(<zAN4
zBw|)S*^Bun%d|bmyxEA#sU;!LZonmHn-w=Xe68AYd5(Ll)ce@)_glZkw?Q)e2fz*%
z{pJ3MUfB#ZhgiGvPh^lp#JK*G@#$ZZQ~cttD$m@TiqGC?cI-CiHIS723!6ej@*y<c
zP!A*zd>u}3U57zkg+aNlLoePKe;aIW_GP^clRkjWmkjy6^IB{8Trsam+KI!CYZ2cY
zuAMgasE~ksA-w$YRfr2RsO+N=QlECyU5;T(=FXY~^O`(^Py>9k9KKq|xLifM-E?ce
z;mbx#I!o<mdKWqVr8ma?v)SiqKUOYvZ5rH@8lt2d2E2SqNMTdufg1wTKmY5TYEg7r
zAE&(kTl4(Re`*CS5Y|(Al3<>FleV*>{L58ro|@9>zsmr0ys;zygmu4u>C;y{A2RqO
zk_Rc2dT*u)LR++MRq3%dXn!s<PN{#EP)$b2;<EV4=hwvUULxR?%jsOlV^)aV)Akp@
zBD9W`6lV0z+P$d@Zt!?KY<iJiZ4~R@#D2vT`K%Sl34|@>3}kmkvDfO!CM^Y@E(PB#
zgA=jAvA{=u_P^6@reifzJm9aF@vpM*z|s{sc{M)Q@!cpQROjzq61owP6bus=8Mtx#
zngNgxkS@UiQ^bK}K>*ON1@7UDvhW?^G5G-B*4yXX{jHdOO1#7a^hKDBIB2;e_!eWw
zuPl0T(y!kaogHVDwBSuVF&A5`LB5Q3zA`gFwxdgLy7+yxWL%#lO@!p~0z&2?unIl%
zC^+3U-EP4C{YN6Wf2lurD$%lS<2^k_bhKFVgHV-yW~nx&U?2@BuiOJ<Ln;##?{s3b
z@pV6zRIJ8|_qN7?R`4Y=Kmb?>)BI{bA612s%sThiCKD6(mzloVA>14k3d9npjA7y}
zJGS1F(<j+Ahth)znjIs1^;d)XrZCtP-(F4pu6V+pINiJ>-=r<CU-*jBCdmfI8Uzf}
zNZ{dl=4J3iCE9%n`n}Qh`I6o`-PpRDQE-)B15z?H@{PHln$m1&kWnZo^#-2h!f*Go
zF}KP15344b0<smwWBKCoJ3z~hWX~i82@w&@#9RGEC(LB}4}EJp41-5PcoISwYjUM-
z!^5jM_oHZA_%}JRwFYp%7S2U8mA<&G$e{Yvgecs1gNV7R1b>|uaPZQld_jO#OzXL&
z;^D90ql8DRLvejA>X~@)EWEQKt|R!Uq4((q##3w#XRd>DQ$F;pU2a1&_Y^-U0A(-M
z{~#3oAjWs(W!orCHqK3Y*A?5BH277imH#O=+}qaQ*i7BtlFGMcwzX%q`?g<NvRP1M
z%`0rrBUmWN_pRrb;9y_B#-m43AEGE=A1KMmPybOU9<}kePBSm<ukLPduHKFNWjLF5
zCw0f}?q5azbkd)rJ)K(Dk*o#`2`IQc@fBHLW=AkZI||JJK0#TFIWtn)-yl(a-TDj!
z5U!jknP~LcfoBxbE5C<9y;&luhr<~j+~<%eeX^zR-dma%n4a`skBaNB-#*ajoX2tR
zlCisKfak5oqB{^1nP<Yy3z~azW)fa1E^6<m+_U${=IpZub^J<}eRNHlVpN;-o3|oH
zo2MTQ5gx@<cn?Ae-!9Bv$`P2DJ3}_Dr@9V54vl9q=NLO~UAb*x1JyK7^{#lCH;BW0
z2?`uSLH>-tU*-#4PyUSX#icD6%e&S9vEfYu-r}m`x7Tf27b%_7Oqt^Xo^x*Yup!?~
zR2#~W`xhdd5O%;EYBsHE_EJMpazIhiliEPy-b<FaQm;2Nl!Fa4&ws?ds7o=adHK6?
ze1d?U#5rZ||Lz=Ko-7AaRGLDX`;KWCm#d|U=>#f|7sfj!a+q4e(qi{<7&8R+H)F3<
zzP_f>$LDY_ibC@Hfbp!9kC!`3o@xJphsM)NDyqMLV@?oPb>AlUu5;a_Sz&K;`Mn>*
zTHGx}?`M8?&pzMS8FY0j*SUmPJt?P9135lL1tX;XE+AM0l+WlDAGl&iBVp$X=G`F=
z2iS5jWi<=2<(<q<Z+r6(NVMVMa)8;B23iFWz1rCLke<<Bc&yJ!!;WCqBzTgcu}{$P
zu}|A?+uW5D7Kj%iEasQ4{|)-VtZRxe5K8O+{=xt>0ZZ=SKWqv+cr}B|l<ztRtVAN$
zpo5^E6iB|JV>28d1Y3aI1p1R;U|k#jiZK}uIv{Cd#VZprN8bp7tgr(_CBRH61TZ>?
zsiBV0d&hy0GN1wL)Gw!1hAFH3xabMg*QK@KZ6QUFA7?;@V*_wxenJCfSR8-?r5YzO
z?^P%-J3%kAp`nRB$*(+<UwJ1xH;VWlbe=1ew!@ePU~^m`1f#!MM5svs1}e$`PB~T*
zJYW10_%K@Ji|}Lkt9-rbH{o5<9)Cb;m$zQ#KZcEaBfM-gV?+fqxn<mV?!A?jTLemb
zw_Q~x8J@TZe`XMPNnfHvU-E*kBs;48b3{9x6pfVfBi2G>CIvh9mEnu6*Q!T)`b%0a
zc8<RB>@we^1<JUFYev=5_ZO2lmp)QH7riS%Ezu5V6At)!SOuN}R^6ksqn%@&os$z2
zy*-Tj$kfPz)F?s2D8bptItNwRcO1?A4;RchkHmkRNtB=7{|wff2y;qnCoO%({wgv`
zEwV&bHSm^Ttjgopi?{x1z4s~Wl+)T;6L$aixv!B^6!yM<?C<RFDP4A_>Lr<j{#^m}
z+`MjW4y8gYR_EnVbjf;ViPiU#Cp^&6hcOYfS_vQpB&QZJ_7VVK65(4#xvn}S>lMT4
zfe}J|bGRAO{I;G=M!9)L`5!D}I1-?xyOU0!4)mtVSZqoM#LdJa-8QTyD4~rE%pk`;
z)!h^L4Qj4AQ>J@Kssemkgn)6OsD-TsL}k+Ob!*lIq7{YyD&N>J6ZK}{k>tr&W=IE<
z&<Oh%vhBu3_0WQFGlPywTT3Z7v9t?4p&+{&>N_#ca=7^B@yO<()aHE^ITLZb;yA1i
z2+0ThLVy5nr|BQGyy4G$K2qZUG{`boPw<VRfPn3yH4}h%)e2J{B3VSds3Hm1VhJR=
zRd8)a_TMOnxEJC^B}3D$`iwVRMNt8m&s3p36<bjNYIs-r`?i+?!_(Dc8Mr39GDWZ|
zLnqsRyPzB-9Q#peP&>)IPdDjxU(D-3-k(?x;B>0Dw=D2q!`swHD>ka)S*r@mU3d;g
zidYd&zVwa^EL$?GZskkP%)>`T{NE**O$wrh7J(Eau7K^dASLZ5w8(C9VmNvM2~yyN
z>T(2EM)Q_fEE+>Y?e7mKcNFGK>-;HUGiCcPORUI|t<6MU4R1G}B6~Kb+^WiU6-;Xi
zjr|E<IB>nqBTdN~tn*(hwvqA%Lm({}4!!XhDCQ-y@cgIHP*4N2hrXc#vop~^Zz+oO
za{!+dILTTkg}wzKV(f4Q@i;US50q95PSEf67hzCRQZR)Ax&GZq$Zlk$DlhQwz;84k
zlC>YX+}TPVSZD<^+ng+4sQFl`!yFc3O;60W5YO_l&6I<b_*otF3l*(0QJ5ArRK60u
z;FKr;Y*t%QiEU8I9YiGWwQ0EjwFuh+;vp!@6&NgPGT=$J5&s1yGB*)CUjlxnbqqeZ
zJ@#W~F~sI34hT9^a>B`wr4MJBUXl1ug<)Dz3z99@H5e^9g_efHd|>AO69x{}q6v??
zBJq}1h%P4brIPo^>9r#mU6J^5<om^Raya2%J(m->w!S|2?DWw6U$i}busmc4;gu=>
zL?|57mX)Xk(T+A`y%T@#c<uD(H{F&qA&vWk3}vn}?L$A?(R-D^U4o^ad6YqJb%MbQ
zGWz`^iUNgx4&K8ITXxX$wZcp`5zPwZfm)i^@&xQ4*8#~V7^R;d)aYeQUP*D+=$QFN
zn;}{TPu=ljc#N7UjoKiwei{lg+Wmd-p>{YqHD@jRr25ad!HAjWsrJS0KfNA_fk0O6
z^vH9)Y7^VQz|HzS4dZq5GAvBe-^XPgm9dN8U6AJqpHJVzpKJ`~UrNr;)OnOO;XG}3
z7rXm{PFEq@{4o;atd1r7CX*8_^>r9aKseXEw^}uwK>vMkuryk;|MXO|vg+U1->QW8
zzn1IqT)8XCD*2>goaZ>2bGFAqF$W(*e$B*sIguO_g-{A*?eQ!i0*zR*GKjsI4-P0+
z5ax|-sGddIL1G5Lr@jbzU?BXyYDSf_hT2<?VsUij#me1k5Gip+dlOvirnCNVB}MD4
zVBY}#_OaE!AWhrYn5fT)WDkI#EaLNV;zkjB^<BIYatlBon9`XBLBUM^*!D26A`s$V
zLpYHti!4BF0W)bU3=@bc3&b)cUjd;Yk`RO`Eh$~(f3FD6ft<v?pm-F^HU=oJ-q2`3
zlY?OGt<#xz3J4G#VrmO3rT^Sq$~{JCr&Hx`K{pTY-ZIL4R0`BhKRJs82iP~zz6=+q
z!v}qky1Df2X?=xMhc4)xP3=v_{-)l}vi9D-F=?EzViPlmuL1BVJ1XA^dB+{<!5xhD
zz7^y{qjd2}@rE`LDmW%jEz(L=<IT?iU-TLqYSC9=$xz{sAsZ*aPUv&-lIaOMP2M@3
zni;sj^GAieO!+<fe!Il-rNOW2<R^cbBZL%4l^;zhJNRNAC$e|9NcUH8wdT(JYVMhp
z7*dJfXXkUO;&Z9ti+z>QYhUb}b4pAlm?hNrFlJ6FBR0OZ@S8|0jN<O$ug|@<V`Wn5
z<ztC{C3hVgN)A-j4h2;<(*}=xj6Oe*(`{(F@8eemyVyohiOaHB`-)GTc$Rr#3RZia
zrYmC4f__H_-Ro*ASlWE}Gj5Se?}M*Ik*~yGcagbc-yi?Fbgn;CkbGRXf=~@o$)@d0
zXKeV1Pc=#A%xv!0PEUI@G~E8n@5r-VO?O|Cc8uq7yuGOI^yAdQBKy?sG~F#XT}P#Q
zTZgmJ**(Wb$<ao!Q5S^h4Ef|82S1T1f~O(wb@uk=>wgu6=|P2a>sFV>>i=5gQTVl`
z^X-t{goM0w;WlVwQi5#{s<Gn=mLaj$GM#wo?{^kfwYi_bg)(OJmz=!>el^ctp3dgA
z?-oTywFj^Ehf};Ku6UMS5qmTVy&c&akP36nfW2#hvl)aR=|z4K?(!_{^!k4H+<^;X
zr~#{sz2p2q_~NNEe)dOB!)M-qZ~yGye?8~eHwl#5hK->r@Jl00O>e&RQ(Y9|n~(IL
zbMMC0UD~1mPgIF7Y8K~Fe>@<)n&KKUzE1mn(4#TY&PQSnZ(Y0RkDzSlX`cGzQzv9!
zC`vuWx<<~iPR=pN5IV%5CKRuLQ<{0Jv7~CW#dRK*d@`_g64h7vYqiiex0k=`{jZS2
z9@N577!a~uZPfdL&ypfb2IejW;Es=8Uqzp*0I#xk^xP#3T!uGzpTQfFVJ{V4@kbi)
zN3>9qXN%iZ$gV!N+#2Jn^}a~k>X&20|JFNbEZoq2(mQ>21WVJ+sJCs|w>@{xB%9m+
zt^mmG0Z>NEGdg%OVX-CiKk<FR1wxB7xab&YWnofS1K@<k@g!`9RSzM|amb?s8u`wm
z00hc2WucUi+jI<g#t^gUmT89g6=uaD2(hpi?w$s=a2`d+yE#WdZ+izZx3Cl<8B`mU
z)q=A(8JSMclbnrmtY?}t#U0dtJ=66$J+AJvDzOA`xz)rzJS1laimz}#inrV~2d10r
z--XMG`!l{(Ju=HVo&GJsgE{y3wmj_|zu!$a-?l^u)}}$p?%POhlwziI|0%z^)O&VS
z_VsN|72f!HZ(3-!fjg<B?XmOG-YDISEzcAwlsHb9iTs@wxv51>x%Kxt#w{dk)#t3Y
z;nhFXN{Bck-Z7K!wYfzW*#*GSNTJ-2flgf7hqLs^_?WP|7;wWUc>B*%1}3(Z>NHk~
z$4OP~v*b_PP_2oP@`%mMj9Ke|S>=yclctwRS`CvT>PU7Y`s`VuuD&nJtG4frw|kon
zY>0<J&is-~#%4RlHcQKWqxtufhPGXe@6$Ef3wq5zBRqSBD=fZfNY~E>EeUg!pkk`8
zW&a)?*Mg1`$l^1)=}=4f0M^{6o)YuX@0wZmeI=&qP}!bR6aFpVPlb+PQRAO)zQn%d
zWs;<e;=2yGM9}_f>btvx7<|V&$UF7Zz#uf4$$Q)O^O$Z4-KvIVuKV3CT~gfL$w{1z
z&22KW_s^c)%gS2B60<coD-7coc6ZlTSNZ=P9ewnv?VU+Ay0go|DPc}+Vr}!r#<#l%
z{nA9uK#lpn7<xGQe!3GdvzDQ(BkBf@>N+n#{^%^F4FM){8&)VTK=YM;JSO0djK-9A
zKPvMnS$s$FIwzT`i$N0)J_J*VneBS2KX&zU+9vSQ_4UxxCi3t4W<MWzThA}Tz$I=O
zKN=3lw)eMG><4@lWqCJJl}sM`Eq?d;JL+Q==8@KX4s;=E;t&%w2>Y=lMpOao83%Ki
zXU8M;z*^b*#H|~@Z=8No`tGsy?4lw)mIH+K4M{!Iiycb7u*pvU+VSo@=kj~~x?1y+
z4MMxd_fG|G=oDrL_?XE3q0)hOqd#-|c5~u6P^Z8{h}H%MFjG&9;1yB$JhSs^=Ly}B
zVZje&8VaLy&NI5>@%HoIrWZpVkgfW>s)9X9W*w`Rd;45|4-f;1)?z$PdP92i`A3E%
ztTK#KFdnXl3v;3iVF|Et6Ztvcs+Ln1%yt*yZ(GMHcSA93UvPKExVA~I#n1AMtDlRz
z&3U`w&}5+pBlh>K!Q`B=o=L*1XJ52FGQ`GiArRa#(05dn@!q(pK2vZgB@R*;mn3+C
z`bY<7N%X=dBT@yj&WJ(hZBxI2j4rSm`p?B?3L+L0-T^9{Ay4ccAg?n4_zM~ds3}ch
zMF(xNTIW~@3jh!nIsqy(3+BBYi}iXgMgmgsmn`Z)6|K#^VrA(Fk`4)rNk-H%UBRpg
zAy8luN@!y_=r|+_g9Bw5>9FNC65((ghM$^Q*9r^0)ZWwtEFh~v2jhc2hSLG&K5|q6
zEqE$30{PJ%t`OV|XPXG^Xk%AA<wb~}fgpGiE?}w*HBBdlfB<j24|WxJ)bF?aQiLQ`
zs6=}%Dlit{u#~`znLYU&OA#a34ikljAY|1CR(Rfm7H#@~q#Y8zwFdbgN7o(B=G#Vz
z6*HmsN@(q^sL@KyQd<?ZX{lY*u96UYt4-})wW@Z_+G@4-R@AJ$N51#><$CfD*OlZ=
z-e;V1pZlCwvSNsfRIr~0{xkx|A4-@(sxU-gNgD``5l-idpfln!o-2yvkn;2-h@s%9
z7^V@Ol71Vzf%8_$7OACoVBz<}@Y(!KdE(5?P-9+ZWFb)KBsD0D5SmJ?n35kD<#9Af
zsW3<~so*vH!fhhR2d4q-0n~q_4y$Gisk3UR(W}So#Y8&BlGuSyE6EOc&pbzxq>2?D
z7JQd9a-^~8hETcONYXCS7P&pVmsT2{5ndfx9se~x{%du3WOeE1>c-~k;Gxt%mP4n)
zt3HgxEm2CcJ(G7utH^hD+`ViG`&4{xT2=8}YAw3EEzeo}bXh*=GJn6v@_m)%yA?1p
zTk<kn*fU!cKD7jW^1J!u*TT~Bq##SMPE;oTGx^BNKG(H$ne;SCMh59kCdo}k$*oNp
zb^<gV%#xOH>%W>OUlCwW@CG<vy^;ZHCF5VOl!-2ZCbo9OW@I};n9{$>hRJAWc{8h;
zkf39du7jT}nIgMi`A#mwn!+8I&~Q_f%wzNcX&hM()QPjUDNh&@+ATWC87QQ1Nz_1c
zK|~5PGV?pJJ)aBdsLS8!G#*^oB3vZP$0<_f9(?>P<6h-Y4NGD-Lwyc@SC+wwPg~Q2
zZrf9yELP32+rH|XK3Nk7kd%{~<mv#!SJ#zab1&H})MS=PWDa;`;@Tl|sYnX~Ia+dD
zH1a+W-UWW3Yyk+}w1(Ow#}Fk4L4;_@p9m;BD7)r1dD=fk+fQf<u+k<1|6recFUPd%
zaVU%i#CI3C*Fc742^iloXN(>yMjBLxYQKe)(S|W_LcxjmNkEc6N=X6<xPi%{2sf-D
z1|LCKKRSAV!MUpNkTho?)@MajC3rg!Nt*}jPGg4-e<%B!^{dnUpLP6}rPR4LZJ;(3
zXisdUN5aMa3yW&Uy|K^=v0I7?1mnjm@4^@jb*XD8Knh^m%xBy5t42*u<eQ8yHYLQ}
znKY<#1EDnTeAMYLq%`n(6iDO^-HbN#s4}hWgD$EtY`iw$Ncv9skQ@|SUvK}b1GcBs
z_|$Saf?yhSyD9Ld!czTEdW>AXIt~{3HLMW$n!<||C=|fyFEPn4Q<Hff;1lox02m42
zL`&uz0+Ayk0=b7rg$$Sf`C^5bNoLhPbd#4GC0~B?D;m8zAPlF*+*4SJFa3*SnLB+y
zGT7?rjkG)ohzRg#o)euuctv3fbmpRG*=k+mf^k5(0#<PXP(MBVj#W{Bnt&0Yt7Vp9
z>ck+q8wy-cf{Tcsm=a<@5nTe3r|S&d1X}3(e_Ll#aVnhGR?#=T*3QOb*z}YX7c*sH
zp2y}yZe%@N{!pqoor<htu-%kW{B99VjL)y-umQ#7+~744kYDDsT1P)TB=DaC7RFn>
zLd3)kBpAE-b1R^CeD6(iacrfALstI(3!<9F*F`Gf8((hm>ab-0F%e>)S^Jz$YNT>0
z<nuxD$4oaj3Zdqvp=O$!NuHY>1<7;)`|&sPbXVVZ>=#!mXE|FpiKDqgTL}h~n46i(
zuFHL2{OP9_2L16)U27-p1eI!Pr5PT2-4&Gl8`*cdsm2q1T2W}WAnTU7@>y1q=*8U}
zBGcV{y*3E(bhtQ1@k3GoJZ6R!@#Kj5GvYz4WND0X!qfX&Qa2t$2)_wT<cRr2Y5<Z3
z$~D}Ub9e8-H4F!c4{Jxk{I=T=k}8@v=jYb9kbqhch((9%i0BHo=?FONyxL^HY!?=`
z=;S$q_!_A{VSJuVh|IL^v3YlTTCPr3$oy~(X0mH#d8g#At)y)7!P)J(oV~HD@*5>h
zbBzv_=UaO3PffJC#$B#A^!C48>d>PPk7f&FN3jP7J(Yck`RkpITdcS5e#&k0(*A<q
z`@h>Ar>DKfe9aD#GJK@x$wKn~D$Qn_$)HxJ9apo9SF^+01D^`jrvCmF)Y1?jBmeZ=
zlR{j=LtjsVj#|I?4Rtry>)@vkhzPqcFHnAAiicrw{hjj*;2Y@bHrX;@pBMERMZQcf
z+yo+gq3F{eb_W2##}+c3cp9xJXQE9fob6@H`|fmy3rdfv`C3E2;m`xy%cN}<fuJY6
zndOJRi!6<81f2JNIrtLCAo1m)HG8YcgM%8XOGD%989>m{2`F*G@HkfC)CZ7M<n(MD
zKA^Y7@9fgNAaXC`gnC~P0NHH+MW>aVp`(27x?y_(lHCZ&oFk%93NFrJohZM+j}LG`
zT|&%-#1vE$H<5;=0_;#IaVb15I1b3%COpOo51#HK%p`s%qWHQ130Is(7<NkoNLa%q
z9*$kMN!fL-Or!Q{rhe3{cL1qK5Ti?U=Y_*WO$%Q-d!k@RYcax?dA~=#hyvb7KR&a~
z*Gmnwk@uJZ5SAn4j5BxzBd??o;I@f;Hmz-Rq2jydZ6ik3BALQObc8$9<)?ELyh_cE
zf(a%Se$lsfLiv>p&UId_7`^NFbeM^*J7Qu<n%kq9njLtQp_c4$ESUI4eVvP<NXfm2
zpceCff}lzNLX!G@80maD$-<XNYl%X)IX5AZ<<KUa&<$ux4EUv2`4lo?$=mn9-T6oG
z>hyX<!RhP?Uv%1(vD@2Px_RB?`90pYspmdz_4bvO8y(1n{En+$1@h~zXkkywfQC!r
z*9GfaDm!1t>Vm4z=>9~c{255OXG?R`oqBYcdem+BH}bF|<>QmeqARm(7Vme?n|njT
zYd?qjGSXHIekllzkUz<0^p+Sqe_j6fP~|*-WjIuU1wuH-N>(dNZyT~}XH(_#w(7D&
zn>1}D`AMJlu^`RGL5J;J{$Wh<b0B5(J&-cm3Pe1L&k^}NnZtTIAKcy?^pfVo;K%pl
z&fj&#Y0>q{nx*@-iJkh|ZFi5){Qdl}a?)nWL>B806wWu=7BaE^@9siRj}azWm$<xe
zT4lr#MGK?B<2{FI2chQY*<RltJKaY(OWk*56Ir&(-1m!`GD-9kl=qa)Jb?V8yKfz-
z!>TrRlw>&a&3ixkLEGn2^junQy&JnTo#K*UOtWdSOS9;urqk^Akn)9%c_Jr*SnBTU
zPlcEOZxO?D`+~!t-h<7hXOLeJv0p!B4|@eXUb;mOTpusIeUn%@{0+hM)>qQ-U1hOj
z^ZkIYBJaL&Ug|2{bSG>^a%k^Re$!_BK%9j5Q8~fsJbCYq%_*Okd;lhxQdpk+;0xgH
z;r2>!y@!82;ZE+w9gZ*VLDydTuJOc69JVmPHWb376rMu5Dklp#08(mjB5VlYiaPV_
z37FHGf}atIUm|`x(3IAfiF!J`J7YS6FzOKe$fy&gN8<vgJ~Wyaeiv}I82CN<!NL-2
zq_vC<bVl@{vCV&v<g}UOG^&T36zcS3mLdJi|8}L8{$lk!NXhzbY*t$Swq)$IZu5RK
z{w=_>@WKnrDi3ru?&EfY!}Lo659hec0_4^ZH?m_MSy&W_C3iYR`##=<6KEZA^LXa=
z&+GHzaKVy*L)M$nu{s05G>NcVOAftRi2&+8n_tlObnTV_w__Gvhr$mW!?I%}5HJTH
zk;N;w7IGe-KUb*W4o~kB3K{ao^xKHELzc(y#}1YLAtYvcvPv5Ym%n;yddWGSl6Qxm
zE+eR!;g`7=s(h&s8lmPgv-8Q;oyq{jG!V0FN)}0Z|L1=EF`N*)vZwtkLv9H9%b}zO
zmqxIO?J}2eEwrnS*HJcc$%z+T8_Fbpne${f$$B@rz=^KdnWhlgY@F#?D0XY4G#Ndx
z%S7{XO3tyQuLW1nCXfL4h44Rd>c@_}zQ0Y}Ms-OZQ_&&t=|BnW_V04V2=#tU_eC_N
zGS|i}Bbfe>zl8o_tLO_n__lLe6T%-x5&tqHGJGEB9Jq$ynbCGFZoF#Uph6rI2Sk?Q
zd`^S!G(zWsg|7=;de!2GKab@_OU8bBkj-a@o_eV8c3pXaFY3Kvg1ceXRRd$0MGhFO
z4L1t{jhSgGB6B*q@uIVdGGrm)xWcfi8~B|V|6Lfa(we|D|9z(s<=L3fSqehqf9K)3
zyTj2G2c-pfK@GkNCSMm#>L+#EX2+}MXWdIR{HnkEl;(T1vP=LmV+!{#AmXMklD@24
zM{{s^C@H<TytI~*3T9xC>hCXgbv>k{)amHR_4mg$GxKL<?F(?BX_RVikd&60m71NI
zewl8Z4vr=;L08mOG?g`xkOn?ttBy;}QWm&?<UG;l*5lydCAfyv=#YvD2i_8qM2FuJ
zRk2XhfFB^Zby9I6Q0>LuHG|V*xr|h-uTO;vK0Uv~%W}N+%52Ge^!a+<dlBKT@3t7J
zh{hvPqFv_npE>#!@%*o-d1I+d`f*|D_FMD2Q&p!`JkIyEm0xa>=x!j`E!Z)PT0-Xc
z6Fqza*-Td^>fxDw(+~rh6-2vqjTXxyOO3`!<))w0*X&DS6$4qUf=Vmt>Q}FgR`Y<v
z@u#x;%?F5GMEmQHFr5|ou|P>{S?D8dEN}^{bQo+7P3`A<wLgg$sY3RRl=r1L{=I)Q
z4<2k|G4~bvdL`%D)s?;x`g1SVw+Tjm4pXOq2}Z#xG+CXsU}jlC2cdtA2jPgvAF2*d
z#wNc8?G+QrXt6pW{HuIiy!P(Ctj|rQRP2wK&ZN!GGMfie(SQAv;Ck3@q4Ct9)G*WF
z`6qoN=8P1U^yIaBOadh2)#t}w-Ot55D2ewzT}+-W13K6a<*8}q5&Wmfz8j(k2)`gK
zk_4jie%VD;g(XlMzQ&Fbr{f3r1;(X86hjkXE*E$gkjDgAIbOu3tK;d3lgH^^!Sv2{
z5O@UzzagslD7%6HuibT(4$yI*;c_5U<Q|!VPspl4mdgbKF5@9*8Dny*n8++NA5kX^
z!`_<9M7T!eCGRgx?F&8XO1U8_M|v}$SuDd&2o><W@H(cT2MfaNvLoaPusCdcDD9Of
z0q7F)mk;{-E@&tK-U%~lFd@+XM4AS|Wy#wmU_(f5Z^>+JOKojR+wDj?Y&GC4BW!mX
z?RQ>X;$A{3`uvugme+`EO~o(S4`5;h|I+&c4#sIOHskITP!({MC3xa1`VP7t`t%2k
z8HMS_uZ>==&&<-w%%(I;PxwZp-#nfR`tY6|L}b;a{LzZ@*S$CI;Fofo2x@12+P5!w
zv|rY~(5ZcC)?k+0M$!mXlA_DyRyON#^xW37sd*q^`9R7O&Q`|9S<b;;B{*F?Kk|LF
zOKNaJu)BkIc$U9&o_pGG`EC2@#&+Y5UGuiRl!Jq`z1_4!$sBGv<5{{<OuDpYded<F
zRRtq+JmHi^(0;Dvav{&jgarAhIAq1}Dar1u=*)W>iv6_zO7&UoB(k<V&Fnn0`aN00
zJy{RWvRo;$L@2U!V$3LG7IR}{<zi%8&la=lvMQ4QofTE+D{B@JQpjiFX)T#OoujCY
zB;7tMv-g}1M8U!Cx8L|d^5NEHn9mm4dg`TRHe%ur)0-Gf7oy5+juwc4(7{Ux9mZY!
zeo>Q%+Cu6V%W|?3CN!u6#3SF0%H_}biqu;cX7J??i4j#WCZGnRa{Fy;tLcr@QQC0&
z^ySCG^e&(7nT26V_~39!&}(AGkcuw(JG_+s<%ek@WV9x16fduYOSjbx&Mj=OL_Gox
zuP7az%S93KPO06Zf>!A-L<G9scLYP6AcL*hdy)makIPnhbv!b3J+fb%8fqUll&m(E
z?>2UxncxAWY%BaW)HE3)34tR_I`&uxAt<c#GM14U7fl`Jkqk*3GPI_=gcRQpX@#NS
zM=<?Vvw)F+IAvtq3dF@6Uzeu}gcbmcl3Ed8LjFZg2N+tQKxlUO1{@T)B^`Pj>O(Ug
zh!n)<XVZnl83PH9@T{)*)u(s}c`;}Q%LYwhC>75ivMJZ5o#{qllit@P_zAGgr>d77
z)=>l&q=9>n2SOylVIfFyQ9=d^JPa0DpK=LNd}<>HT^FXdw}g|*hp2~cD&7ULJa~_z
zg2}l@g8x81M;lxP2Nv%ndTMYDeuz)d?*QAJmkFZ+JJnbm63kE_QVxp2qG-VEl%RT>
z7h=zI5^VBR2!7%hgpu%4u@wknba-BbRAC~xm1!|@Y~48gU>s=@dRkp#41t*CiYke1
z$fXJz3MIj>fp7Z3?;&aNpP^NXkH%3SN$_<j6tX~aN+gQZ>lje3h1_PauDb$v(=q}_
zjvE9lBel1Qwc&7J896Alz2ddI;<kem1O~R#Vy=iu1Isq#U%V?SlNuA0v?2f*LnTQA
zE9~)v^}aChPO9VIKy$SjnTgQ;@i+%Hw*1c-b>S|w_%R_CH5wwEWO3|<^0TT0fy2vV
z3?{pX&4-&!?u}R!JKQB?h!~6hsm+12hdT%<z_u5Bw!q2-D<jBRZnymC#b`jB8cKwb
zWk(!2i;vKv1kw%ogyUQX?y;){5XxKfJstwk(<eE0a8NKW{Wvka6pMU3TdJ=UebIzP
ztrMkw53VJ`xM!sVR><7NV&Nm37gu7pZJhx)mK)Su{9(s8L}G1Nq68S2ay6hHi(?)q
z^i0&-f%~82Oi#Q6;rIwPO`7^>KX6wKEsZ^d72Kz>)m}y1b@}A;ElHw^gtOjxmMcq#
z6vbgt%1wO^lXt+aXe~jGRwpcpJbW6jj1=y_2@S}`;vgs^ricd!hp^6nVdt=R9~|ro
zXfKe_^hI=$8+t&uP*_NtVOvb{zSTAl-|>WAbnWk-C*O91O}zN>;cs>f&8LP`+5#`)
zY7)b?ho*a43hGu*7R%=2dlI%hI|DX>SNk`xb~wDc<FJ$c&+Kk%<(oN0YbZF(ob?0t
zPZ!g^v#C#0+og-c<?!}ubmZ45+Tuz<xHJFHg_c^EcRpJiM@q|A<EwW!H<N2?N28<s
z7=&1OGaqj^LGT1aTK6IG%nGII9j=I(*$R8T1(z@^?gqNHNxzJvO5q6yxKF%3h@55)
z5=DyJEwn3d!i@Be!|jJyD7I(kxD)6#;C$>*<#rKXn<14%1>w>uf=B6JQ$lOXXhpkl
z?;_+>DJ8{0qOh=C;NSp{?L_@`Z1)lubGb+IM3Wm@)VfjRzkvZ+Zadh6E-VN-dlffd
zSpj4Dl|9PnUIFqV;lMB2r&Zac9pWl_25cUfn|5-s6<n+vwqroi2#oicQj(5+d_at3
zh=?EftO|+2b_Kzz4|L%Lv>2(i#}+IgBT{WRkht|^BtV$#D?YXZd<`k8rg(D;aCC@N
zF3D7`*$fW0p^qY%OXL7#cv6bpIPXY_L9Z3;UP*pv4?d?<n2Ah9#Wdtpcq@9Dz!k+%
zH=`M-wNN(pOJM&+oe5`WS82yJ7>4nvU<T;4kFCD)zH63tDCT@qFSzff(2-P>_rbM)
zVq=_7`&Vx1>*idSLf-eSk}nci=CY~BY1e;2clEdaXm4AZa@X{Ei3qrh^HHUxG#Dqo
zH`2c{oVuD5CzPtgG`cG{o_4>FF1XOL2^sqPR4}E-NsnXicafR%P|IxQ`|sjdW#FKc
zxUePIHf4O7Q@PD{24g*)dL~Ev1J{HHG41^rsFSKhQHNOy!=P~a#|+NzrDqTQ%6GcG
zM+U=NQ$F5S77;>!;RzKJ#*vDQox8W3AKH!pnDWr&@0iQ=7}Vs)f}13_EDrpsRSq%w
zEi1(%ShN@{wvIXW+hbM-f*6sfuLMG02|OK5seO`W8z8%I>)X2jQyx1PeCI`qw@*v7
zC`93J!g#kbz8O3CCtE1`*2VSY*Z5{{cRY~uS<=SuQ_t?x$nVp{FGYD*C3WunPID~4
zyG{7SrU+;XopUw6?W#MHA-{aY`>=wV%Sj<Vtafyw0Hx+Ct2UNJO6h!@D@d9v*yjiC
z-B2j7y+7;paPk#b$BtXg{zNT`iJ{|>Tc`8d(?#xxRvpIk57y&fW`8%6r$K&5#m<sY
z$V9|6J%gR=KV~WM6*0NCFF*XLc-*{I2l>hZ``auFZ_53ESUPoXJw7GVg|o&^BIr@z
zu)N!i-Myy7Zvz)<g=3MyE5IF&G3O08<cT)=9JW{zwZtF0#2sxe6k{$FW&ShPv_HBr
zk%fRjsNK&{9b)_p^85sbberaR2261KmjkB}C!g2t4B7*@<vE1GSW9sks(uKAOXVoX
zkP?)wrYq$gyTMW3B#G5z<f=r(pZdr@=V~9FlZpXzrN?E%{w8XP?WoAx!FVhVhcFxj
z;(?Zs5UTrhy}%;KBLb3@kv9^vXDK28GK^`z>v}!1#2J5#g!6gJ{g7QwK7cg^q;1~W
z<?TF7hRIq0pv;yjvE5thfxpD`ML`>`=cXkP!`UK<NvDG&kVjo%7yX9EUk~*kAXH}C
z1H8j;LTT3!WMWTt-U8QR=e751IK7x<LTmPOR;|9Q9XgP1T`PScODtKoROm^CkZhSy
z;7w?k@&g3&TjXCBn#v}J#j~jZddDkVH?kfhL~Q*nw_VU#X!T@lzChe1&QaG6y2s#_
zT<Ch+JjXA*>CJ-nF{mG+c+}OE9C5uW8ukI_(z1>HeZAO+ufjg}5q3`yl+*kwi-OPC
zsKY*6Gh7#LT^HKn8w`%C5abC$fc*fwQuS>Y${)5tCCtt$Mm_&|u=!<Lxa@eN$PN@I
zfwm@<9*6daV#Bpz)nHs39=@Erk71n}O&IN)S1xP-Wz|fu2COw*C9!EgrW`v*{Kl8u
zq(|)~rfp=Yd7yOnGn4a8Cavb{s9Mf+Zz`?vmxjUt$?bKH<Y5jOJ6tpj9G0RHT$vuZ
zgv3{T!*QhtphI%t+q=VIaw^&S6=&Gf%T|B{UjOr0-QWB@xCskcUBaEh`#pb$(~1WB
z&!zVH)%IVi?Y~vqG?t#}K3_;^@UL#P%q_HQeew7gdzPa!qk}ztS>?``FI(khjvaRj
z0!J_s;JzB@1EjSYv05q-f#9&J15`U41`E*Af_ZuEA{qj*%Q$yI-#!JW6;|hpWOq%C
zjlX#Q;<-)71Wa9$movuO^#X4NF<OO160P9+RDs3H<&=c0vF&<!qAGD`aD{C|4i$Y|
zpvo|2;D*Rs8Z;h!5esORj;XhZKXs~056NJA11=uc5Xqi?%xeDBW~r4yTr43&%gUX&
z|GJMR46%&J6ybPXynP{a;qh)6cC$0{@#ST*p5$MSETyI+gZc@qDi)Uy>V{o$pCR2<
zS(Ylrj_^YNk}$oY%ksIElmSr*C$eGLphqz63%oPfS#6N#Nl+a=o3Rb0jA!-xfBo0!
zmrK3Wi>d-`=GxaKHCs8Qr#WAbEvn9uqTZ4+Zr-YH4I&;5GViJo0p5RB$Mz<A&mUz!
zp7%ep{oCL1?_<#SUZVHCkUH4HLQ8<d>Dj5;)Hz+n?y%!q&2j;Vz_5qbv-D6xhvue1
zBcr38ZP9^2Dw3nlU(at>trogEnQw2uJkG%n$rxQsduu%+qOcKEQT?qVK02%VODi!+
zz;deL4ilfn>q4&D-{Q5S;=)susapp>YjsF4jr>@-*f)g`moJiT1>w-YJW!ImAn|AZ
zaZ_zo=qtK6M=;0JhPo!^IGCfy+VmERw4-{8<Ax}YmT)QjzKece0J0i#MW~5lg}Wq7
zw!~dQK;U2;58T|ho9xfwapNwmag?rvZ%h?V;8!6PCUGz@nGz^B13kLX-nTH?rw{@>
zZP$3jWW(dRGH35&SX~P7l40{?`0TjmgqAXK!+89Ek8wJUktFzikPwh9u_B0ddEjr;
zfh6jo0jy)}T|)l;4>`$ql7c3NL}`#=6T^E(Qhh!+-X%(dQrwrgYeYm(o;)=*eagb}
z)QN>lz^NR$nWYb}l~h5GDmK`=DWyMtq><IkIim1!zqI>!eB*i>xlW31%fg8;$KN6C
z^d{5+v0)GoGSZ8UjW(tY=_IF<nk41dBYjOS^Z4f55Ypa~Z1M?=GM|!K;!;}mQpv@I
z;Fp$P%WR8_Uf0*XuB@ZhdEP|&=yRl3dsqqoJVp{sjgPx7EV^R$aE9k2L--%N!>)dj
z?}wCoIvvru{u8)a9E%k`&J<gk65&ueVvz(+LUf3Uc~(|&Yh6Y~QDkz+$D*d7kf!fV
zP2WR`@<Wn8hQxdgsrVd{r4sa~sN-~W*~gB=uNH$V&Dr6*vGVvcy+X6%y<+NjQ|^5A
z>c+8-M3u~3`;J^A>Rco4Z$`x4R8rGbzBbr@5dSu?PiXQd!e|Y)u}ZhL_Q&Dxy7T%!
zM?yKMpuYT@ds+9*r_8i|=`+=mddPT)XONcZmoO6!NvxJCbEDBWL;$Bar>;7quG$@y
zXRoOPSWc($nF`-(&TPumt#}R4)37PMP-(VMG<alXPyba+eL9_U02LyFFNYK$BUDr<
z0oyvtMt2u}l~hlb%_uA$`fdF%H$fnWR5(qV3?qU2v6Nixz})(aVAwr%Y225WfiVd%
zIAkfYr!KDySt~nK?K>)VyE)rI_FaYcQH+3!zQm9P6J3=$AN>Zo`=CU+25i9@wSq&5
z|H?6im}V@oY_7aarVpaV%gTKtH}fv(1lE#s7yKBD-fQkX`yOSyxohP)-8$#EBv3cP
z$;1wCaU~|Je4!_c7h&sdW);5;ViV>Ds4Qfk0N6^ZB3`cGiMPpXZ{#g0{v@jk799th
zCgFiLFca#++XF0cxIyyCAdz0GpVdmo19?&?0Rmd9OSugMlor!s-K2>}rVTgYDuj~!
zkYdMgfEJ_O!EaR1^wt)aXw_5*iNKsSH7bH$y)Vp#IZuXSe4PZp0Le`#hXMmI4EhpU
zvd1ph2o<Hwi_{!|6oBOFgTP@FO)O_HN6WTXSacLBju+YoAVv8X)Pu_DNo4XE_$nMs
zD$gmOqX=fSFuUJdo*q&npQ^8;%3E5Lq=E*THvzP1LCp`2VB?0yfzaQGezUo;h1rJ5
zmqF1(MEQ9i+dKWr<XFoh0Z0t)gM)by9|uNqj>dVW19FaZMM`K1lQI;8<>|xlc^_pB
zgy*|i@mz^KyBd4utMkk^p1v;--X0EZvV0b%&G8A!;iL`60SBUt=%M&>^5~eNY^oY~
zd+<T7t#1$k+t0v*91F_8vVY1i=yWDb<S;p<Qoq*N@#6_BpBfN2GCYtVqd`T5ptkA7
ztVwy9lzwT?99R<#ZI0W5!C^UH!)?L$d7rCTGwQN|19{pHw$xwCjc#6vF>*tt>759l
z#p1R%%Foj9mUkhmpxcgA;t~qc-P*5&1xL5a#Cq&3a>)oyPfglC#SKElXeJq^#b_{k
z{-_wylQ9fs6wY$f-*Kz;&DZ7~y2#R4+orS3eiQD1aK7C9&*p`6?eZVg6RE;k(Zg2o
z*W#mNR8*^nrRs!8Dcnz;iX>uEm!w&EfvJBBkwcQo+lcn|ZW!UScmCvVR_T4Ml5<oa
zFU&t+gr3}`sol{Ow_!bQ19AcD`G>f>@_q{e?MyeBBamF8Wkt%9OR28XX1~uzXxR#L
z7s#E*T$=ZI+c|CPSxndz|2fRU>V%X8lSiS*3pI~}S^UJVA^iRnVB6fkJ<R6|@O?l8
zneewBI><ic3O3+lAxJ=!yOU{bAaW=L#N3tbxr(LD!ADA3Y%HGo4R`+rGlKna*S@y@
zqC6GKQJSG}x5nQ>R2lw85Plp8ToNe>=&)L*qIX|I02K8NmO4J@!S##yTQi>A0XnW@
zSlkc_yRYDtc-zahzZ}PrNFgW7=;yTZL6xZAI)8m>9N@-X?AQo83aEtBe*dZ}QKyaW
zSFTD_4Z9(t0RtTpc&6*1=nv=~-Tbd&^!zLm8Tn<rquTfE9a6XLX22((GziQjirCoa
zyaRN6Q?<<0we8##HEhZo-~{aOke$fl*|OxTzMIhI!F#=Pk(Ct{A6mYi{|Wls_P7am
z1%g1d9R3N~dF%X-W&g{9sd0;|oo9gm(NX#9w}h_N&fD9oyWa{M9n_B7lP+f#(zd=G
zR(IdE_Me?~TwR@wkB7|9NBsUBI6WOTI*M<;#0`Of190}x@VGeGZXD2!MMQmv^GyJt
zm82Uk2nPJX9v&pFaz}V2l&y98+T-%C?eUNBY$2YHKQL8f2^e03C=`)M8ZrYtY#><x
zY69tx^A~rX5c&W(T!9nMP{-_H6#VYOYtrBbO~S`?c&%V%rR7;@gFODW32GZ>1K@CJ
zZGfpvi+=&>ku6fD&#mOK*nAUWWPT6N{2scJ7<TZG&>R1*$AqC~EfjfA7zVDwT67xd
z!2>l2v?t`1!_shnHzILK8+!16@b@84h1AId53bnadMpIVzKY4OK)`l)cy%msSc`CQ
z7m{eeP|=8;fPLWTL0_P7bd@k}SUR2J5uURu0XuUR*bI_}wSd~kfWHcZ>&2p~Xq9K^
zd#8aD)$rKk#eR7T3_>#S#v(aP)l(Sg%h@Q6*|3X=yRnGhvPz2PGpF{IO1zRbAPlpY
zf2?}RCY|#{qKZ$pflH)-i>-l+4LlUu`ojWBL-<_&scu*ALv}8mBL(JyC;YSz1Zg-;
z`Jc5KW`az3HDB@s*U+UIPe@^IstjV+LO-u2I0#rz84Xs-`-E+bf9lEmww>8MUK>8&
zfL<Ftvt8<e*7KTQy9s6JLik2ma|F(7Do(0P55IjOt$Iu5=}7Fc6-Isf!<&K=c^HY4
zchUXK?nYl6gD5a}8faWhz<zL8`FWOL%wny5yz1<=9<;a}`a#@n57(5({HY60%E<X6
z<_?dOAPudM^upT5fXY`I^f7@&sHfTNnXj3~$@i@7fQRA-HonVyL-5*m2NyQZ+!Dnl
zQsnrx{P?Y3%g&{D@7L<H;#YAjxV5sZP9H=k&)i#X(+d7{zy7N>%4FkfHgeXQb>ByP
z?%1t}Xx8A}_qQ9@OG4xyj9715M9+LYZh9vUvnL-QDm8AJL{3wFrnNc$yt96_QGdE+
zK3U{%_UXdTdiC!_fA(ZC;)}+2(=@-v$A?x<+Y_@V8K-GpOx%|%U4$6KP`i16;inr*
zA7;Ps^RKs+9G^yrx?`IiD2xVk{Mz@*%9#pFuP+aqU+QF(vN;gr4vNUq-G3se++-f%
zVjk{p9(gt&b~+n4Ku6sAUiI#}6g@Sr&^khLE&J$5S#IcbwPD9P{88ESw-av`od!OP
z8o7+Vbo*_3))1@WU-Djx<Vaz#dFw3pooP0$udLANht_HApF;FV%2hza^toLr9e>!=
zL#L4k8bk^cUQKEh^&9^ti=Fg2Dw4a+cw?IMsC`Pooln>ep5^He=1mQ}lHgmF7+9TD
zvzj7#h14|s8A+(KVnzEy79&s;Dp(MTRO5#7&BQx2iewNhBOb_C$KD?Oc1U6{;2Rf8
z=_GqU?rFJd<Nvt43PemF#~9CAmrC2DGXLa0^@~v?B~<70rN|CJHB+$bT=3yFhw7uj
z=lcdW%=*^3RP^KoLK$j{wMlI|?GG28d^3+h*<R9I0_Fut?kcyT6>S=xSf{e5+Xy5Z
z8QHKOJOQT7w{_)|w?n5o6`L>&>yeR-@$#eJ_eM;fIa5b)*0wNGwb48JN{k*9wB0qd
z{iB~nU-eojl0AA7v_|A8+mcX=SDDM=@Lp>6%BqCn67qpu>pfs`G$FfH;xlh{+wg6>
zq43Di#D8ATf8NmZx3;gIxtpPZySBOesJ8pGp8LGfQEmQ>wbtnz`YQJR>c}4fgjO9^
zbm4MGo$laRuQ&GNUUpCJZ1BZTcpt<<_P6X#h0pBE+lKsY*Y^{^&@rB{G+vi;Snt|6
zdLPYEZ%<kwcch>?Ya_R6uetlobLg4piM{5Kui3o5T&JexxS8wG`fB2LcHtKZsPB0N
zgWdfYkZZHVUo(X}1y>Oag1J8FzR_Szdmxk!5g0+QC>3>da=Th!+IQX;Wui%u6?>Wy
zbHEJoWI6KMJ+9eu`)cbY?%*L|_fEpe3qa;+UX8|QzDB3-U&<3lvFQ<X`3;R&%`e%r
zkNWcVc}o9qmiTSSHgCr>ZY?$I^kmV2Yi9qM??Lo#*xaSac?1<}GAB&G08!BopkKP^
zOCdH8h$P=#uVugN3J4OauKf2rpsN_&qZOn9BL>oS{wq~=abs6bZLbH%Vz}Vi<aM&B
zo6w3Yraf^3qcYEQUI`|?NydScok5`q13_Sj>HU19KO#OkEH?2ojES?GJfY}nEaa-A
zX?AhDY<M7IvSz$zb+xIpbNlAzC^K_)NSzxUpO%_Pb&rXTl9G~{dH27doAp2cR@f3~
z+p6AGeXIK>{8d;~Y<26{UCcwU#00fU2OWfeLMyS|{16jiHq*7pVxiDxtCl;|jswp4
zy$WGq@JtfC0F?Wq06rSd>T1G;(99Q60j%|(X6TZFo_govS@;R_BQQmyYft-X6xQGF
zs4NBhIiF{8{QbH8tiH=&pBq7WF;y8dY(J8bXaM9j4$It~)CCF%Ey;PC-!x{_Jh|vL
z$U9IB2w1QDxB2dDqy8WDR^wcw@#zlfm_#wRYP=D&0CX6AheyfaYHvMLOySgYtQmYa
z&nor4vaM}qWcPk;X<O6FgUDWUGoO_xq3o`#giphB4%ns}B9pnmK2P|ZP#8J(<c6rh
z{ha^Jd{BUXG+AGzWEb7yR@xN&9H6Ijs4zF7q#Xw0foJZ4UfyhTJ(k9kI&;IW&9bG}
zmNSp2BLBTMkmddopts~VJ?THa^g(PfK<uG=t(a%6gir0mckb5zmS<O2ey-;?@5I6!
z5k3v?Z*2Du^9Orl1z}HG{Jh_ucYONN{AlW}sd-~-o4d7_^P6|}AADZhwZ8Gq^LX9R
zT3=uD{YzCY+t(WQ>MCK;hYy8C#`r|XrG)z?fA!9HFZ2y7S**8<f1Lnk^8Eu?`6+y_
zgT5caoOXl5jtNg{txn3SF3gG#t{64x9W^0(3EhzPBQ-_6AwCrXN~{FsQp^r9vbBbo
zc3pg4v@1y>7U`zzAD7gQx*@{ID#yP0Jos&FeR>n;3f~a3JiX<z>)v?Qq)iY+Bni4I
z0IiU*V_Mr)DGy);k~`>2BnqFHE|`&FI$pB(9ZpbSd5&unUbi@zsbomS<6J)T2qZTZ
zeItVfS@gW{vU~$6?kfmYfr3T5AGDKLwh!V=NXX8QXgIpmjoU*Sl9vzw+0u|c<7L+z
zNIL!z2h`61xBcD9aptAT8&({Byxwpe89+iHNwt|DbI*``oQ8Uh2+Ha`Y$0oL;6_ot
zRT8^K^xo9;Jqrtw6U$QpCoTbY5a@=eFJSbZ-A-h!6uXmPIIRJ`t=ocF<3A%4h(K1c
z#E5amety^aul1lyXvqj<<3P?ojGDfOB$`S?;}<`Fjbr%{i=&zeGw;Hu9l!Z>JRm>k
z_R0$B4`$Me&Kg!X>{I)$m-tOLq1h}864IrqacE|`wSHB@cWQl2ziEQz@K}~l+|{FV
zdO_=$`1eclYjggg%n`MWe$A{t6?(NuCY7k|2y&+wa0%&I#lbtFBlls~Z)zS@5%m($
zqW3}=5ApD?7MYzOrW*0dA(2H*A48h*rE|6lD%Q&@_VOz3kB`3lHF`d}=Ie0y;Tt)~
zJxcyWqsxa@BxEw2lfsTx@TG)v<5?ELu$fYYY`1f((m&bYf3gIutv*?;jb{E*X8tc1
zaTylTc8hZTi*kpo=rLzp%i&hsv&F?pR%cpgO-^<ug*VR|5|pR1D)-vQYNmp(nCvI*
z%aVC>kX1h!_#0+tqXO56-eGDQ6C#2W%7VuUNFx|)ZI(*u1A1xwi}@AhpuF-NFWA-)
zqrc-o9omn2Xz>By&y0z4?TD+eN4}ucPQ0Y1rQ?A*3f^n~4+5)85aq{S@jr<Y{8%{H
zi3|<j1>+A_Pv!qQ-Evm}c+0`>FMITorC!WL<XLIy1gC!JTRhLV4;?+pqo4OqhSMa#
z5~Gi2iq`ofr9-Sqe>P<}%c$4G3T0v*e&WnI397Nx4^9NAyr77`ycduGGY7{?k2*ST
za$|6|lXbSK_0kibQ6envS}4oKy*Z+5$l`PW(#z!4{UDH`rB8*hHFP-0YDa)HP+Je)
zS3*=2+Tuw#NLor=qNMWKVp*O(2PxbU;L>}CR|78~!PrvpT2(0?a}5#2!A6f>@;p=@
zYgB)z*q#XbNEXk2k1U>ySOMdjB&?(UL$b>{Y9$Ki5_d&<n4RHOBLLGo16)EF8M@pX
zL2~$VIY#tcTfw$qQ2GZ5@s`r^HodM;p!3pC_?Fdl5XD$HHCR#RXWb_o1#T#YU@VH%
z5=DSk1Y?re4KZ;&a?2)Q9}lv0B^G4&vTOsC%N<<y@*5~e0R?9J29E>hF3Y39=;!dT
zJo*R$>OO#QrO}Dj?1x+wRiW%tpW<S1<H<*b^@8}zaQX^JMB@lLw0aA4E-mCN2m({o
zJ81EPGf?5hF00(rfp8`8tu4tj3|yWqM~qN~lJZ#-vLQh;H9@l^K_U#=fgzO}qv*uf
ztpz33g1FP~=n*QIc6JOzsVk#wMQP%oz}{P1d|s6lqzLvfNLR;bzbhz}8W+N$pnrcw
z@P3rdwyaK!hAB#1qdTI^QI&vHeg<R$Mrm4UhW0U9KV+Q4MEH|OmGEoBRY(J=*_P`;
zyjG(ffy=<<`6KClH+wO-2p$xLaz@9f4g2frhb2c8LAYtZw#AwlquKs|qUGd^gBV>&
zO2Kl^tySWAprcZS$hbQ^OF0Wl`Lt*1^lVr;8=g2i8K{3?EeADN@)LrfEGV1?Y-?GL
z<D5qmcY{Nx@n02v<{4dQ94InX<mo*voM03+8`2-Horx{<?~M!E2yU~HT_*OTO>z?~
z_>Rn#4_mi$QO9*n>V0{+GN{H~UYS9E;5$kJK)8qIfF&}+9iA<31Aa((VeXbZgRQ~9
z9Y&^xOKG3_`}y<ZJFd5RVX+_8s3%jL4fE#v=^ibFzj=^-(xL@kyr@aShO>AVt60Dn
zBdsErB8TiHIc%2KYo;!pI7|!dM^iws*MsZkF#5=A#u~Z<F6o-5cg0a5{cq|=U>8^0
zhL~N!|0>sjBqzGU@6RX$YdAY${^;~@|9jQmQOyg;-`?zJUO!5oA|KIYt?tLrt<dzP
zuwgNP)~En!fyI?x3*i0{z_&EtIYM{O|5w~70dJ0;0sQW|i%n@wNWyLIK#1lp@MFzA
zZXerB+5pPFY`VNVg2RB!-7)P_c%z}p%~SZT{;Dg2{r>rl2r?KgH)DSkZ|o?WL+KI6
zj3d^h*#w;qixcF!i%<mfw(D}LS(Gfp!F9aRh0k7@<vg5VP#2&z)_M_K?B9V@TQD^E
zl~BB6F$8dAI9!8Zt==Cv=TTsD6?BP8q;sE!qtH+05`j$HFDAQA^YnYuy_b;K+`I1R
z=#lgD05+gPbQ8*yy>I^h_*U=&;x$QIX`Z=|k+iEG>!cO!tP%5XSVeF|!!#?q_3@+c
zk7T}y^Soq&nKEx?Y}>+|?RP86Z3X#DhKIN{)%(JuRLChJ&JV+nTp;h1?(h=7<6N@g
zB*1nZZ+9JW))3QkgwlY50_O(U-jMI%LqrY4gSUJA19TOf^4g5M7tF%2a;c^q<n*B&
z8qN+UYxhCXz~P`(mZ}?+D7yuL;Y{+=@^C+5W(GOxVbm-`10G>8+tLeeC<8-7*E(Cz
zbb#=~GZ7+!PW&{;C_2MJ7DZ>tej*|ApuHa=iIp<~;jzPSkZ9qR>sKIkZ`}s&vyN0I
zaOMdN6z%gMjsR^627X=uqZ4}K9>F^KF~z9h0|RY1@b3Bm#P2);$|O~nIPCa#vdA$K
z(tPcAzw;7kX?ywt+K&_p3SSlwp#CeWtK1R+vlNa+<M2V35%9|n6#g1fXFyfwUC<ZT
zsPA@}K@2r4nf%nkS}tN*?qX_gVrrgZYOZ2x9%5?mM76v`M_dSxJ46R3c%Q!h^w-&V
z)6RVLkKW3@5zDR_Y=a}_#3}snZ7k_7W;ztJy!Zn;%BphACgsk};rKv6o)_^${s^cy
zBy{)~3Tm1Ps+#hs;$2#PdHm`t@B3y6uVTTs^{vZp_v3H0J--y*_!@UlOu8vyEk%W#
zxy8%*CM%`p^94ssXGdBGdh5pLie{%OCP!LjN2__JOQn7nKI#0zH=F-x7%*S<663HC
zz3(l-<yQ*#{U&Dlnb*2f;zOIrb(19aIyukSsjz-_@Sl6)(q381lId+#@rI?4cI0NM
z56+|aInS?4>i<<$-j%c+9wL8zluN^o-nfH#pwMTr)M3>XDSs9!A3Uk#@?BCt`~HdD
z=ivm=BTKdedk}N@zm$Ywx`dd&37%5-ScEvG%``n*(?i1VvK|3kz~Ae|p9*z&AbHls
z;q#!g15e!b$9@fxH(f{5S`PORm0EW-BE+*@Z!>-c%%orLoXzjc90$z3y!i0`uG08j
zo72!ulLYw@9u?bUae!flZ=2|)jnC@o_V2lGrCtudU^yGzS3|wx1<E&7qL)4|k1kg)
zAf#QeH$;nCXDtj)0pf7~MIg^5f4ijd#M1O`VW8ZYqx2C8RprJHv*ECL4e~h+;u#H!
zMK$8qOvV}j+Y3C|^|iS;pNX$`%imw?mEXlKB>a%E=BelX<vjU%-f^h$mx)W;mkXUY
zGnQKGuI8tI(6ev4PKA^+%v6mQHNOR<?%Y{cLux~_4MP0QSnjNy@Mp922|EHWszz@K
zZ$b}yg3x6$rrm(J{%m`^t}J14@Q=QlmA+aY@#M2tlY>^19Rb|23*6DBLNR81I8to(
z971kVT&q_4)4H6`-Woo@W9}5PRw`dp{PMTgnO5FiVb$60X#ME-ZNv%Rx?OW2&zzEK
z1_7~yk1L<lSc>TVl<_XQarwW`6`*!(qfe!%a*#;VsLYZVCGqjF<`+<}M(#spyMcwH
zlThG4`1pzKw!DE<^lxW%@PCB<+m02USunm1F9{rr1@yqwVQhyZT|Z0kdkp8ya{;@L
zKy(m1hot9qeP+0`30?k9<vra8rg3zK83o65s(-Z-C=Ot<(e(k$Z?UM`(E9rVm7(22
zq3LF15`myYYI=OeZ1P7>LZ#_m{Z}HN#j|2YuZ6DAYMW=Bip%0&<~IKm`5{_s0IPq&
z@=cFb!hl&K2_})uB9RDsdODiSERoC{p%!EGjI}=H$xemegu$_M$;zM9i?0Ri#ieK2
z#WMbBTNl=KK;rEgtaw%y_<3UGXCkjsKEM%rh^_L+&YvY6d59>|2VvqVPpDI#*z$fi
zHh2Fl0UI#hr6~>!s7Yt}KzSrRE-zFRDv#f5uYcjI`CHlf1h71#-ED4})(|$t@q1S<
zyz)$yidv-c<tLwF!N2~m?(Vye$-O&dgA2+!^2*xs`c7-Rv`Or1dYt`?h}tPEH6Wp?
z`<iF)Ts~zLWW(O_pd-%`QS2|&YzE12e#95$5!>t$8>&%R?2%pkB0I&pEu|Y(f0+~8
z9ap&?mOWvJ`u3pDQ}l;F=a8Lj=ekwmoPFk$P2Rq<{iwgqbaZCP+<^xUK_35l6%}>Z
zZt-d32$NhCkN<-HSzSKxm-8p$Fy9?nq;n6lD-_)W(SG#0ia3dafvOEg)yCxP|8V}u
zw}AYa#bXxxCyciK({t{?!Sq@nNoF-7x~FF1swUE-Fw(>N_?z`tkM)NhG|x|yKAuk8
zBNtBynXL|)jlY`hm}Oi;=)tkMr40?ORaKmbHg>LJ{A<WdRaKtq>ce=-c(#s?ySqEt
zMOjwXEcQo_=n}Cwr$W15_V|DDN0CQg03fP0hfFHdWt$|$K-;z?3Zw&sgb6F$+o6^&
z5EGU&h>J1Ei6{4q;$kA!X%NOR8^Q%EQTGJJlEQ!JNy|&u$50F%P^LQ)-_Wp--BVe&
zy!x*&FJ*=JdyqkBRCCg}#v<CaN4k@(;r-kX^Q)NnuWTR8JghQ+ts;=EGMH@`cWj0T
zl)b51pXK;4Yjbq-*@Gjm2y-bTe=Cj4KXLD)r@fX&{kL4HQwCX|yRKyKWXs-vJ}*B0
ziCu<8_7|Jx<ei0@G#6JVEUq7kiZI9d+s|ve(%%>JkrKM5Dfd>c>6T`D3~q-zCs*_3
zeDBk7{g;z2__baf%gk3k_fgNg)r<sb?2jvwJG{$@5Z_1RZ*RkYJ!)xnhfuXi9PM|v
zjRwHqF%9>?GYvb>h_G_3cksPzL!ur0H*4r)0>YAQf7ZURi=L+!MH8A*kb$_B9Mp+v
z&N%^Vm|m#laUUQ8#Q<V$Iq{3_;JDA}9q+H$WB}u>4azwRk-2}w&1k#pF{wx65pU`A
zo|HIC+B!?^Zb>q3J;`E~G-H-BOJaVj!D5~z(^Ti;{c3CZY<ukc&p)Bfv9NzEPnz6L
z4hB}b_=wIcAGb7n?Vk<r?LT^JX5QQyur=_nb9m#VXJE7YvNf&$ta_}c1HD}lW99nX
z)8mDkj;gw+v+c98x9;V}E+yaV+X_F2R)2~_C*2<zqRk}w5C_9dj>_)>Dn8~{d=$12
z{389UqGVsr<Q(KCqwyv?(6{$S&TyO2aGRL_^g<sHX;x28)lW`!kpL*~vBPUwFc{mR
zo2_M0IKl;g1v|Nz^lf>bLk<4WN}dYweavKvid-j>N5hScStu-uyShp6N6hE|VXo{X
zYYvArh5)S#50eZ#Hm1;w7`-Q%rC6q(gCBnUFKmtIO-wGS!Di>Zrh`H-Mi6x008fe?
z?|wX6r-tn=Cx*5eI5fIEq;6thjHtR?=7plVmOF{!dXOkg=snaWYK_Q+DJLkC2oFsP
z2h^$;!+u%!Vo^Ik{z$v7O9pnek9pxl<K~9SeQ;C+P{kzv9vXSJyR3t{kKQkNQ(Wxu
zIset?FHV((dpXO9xT7G7UX9Q{6<r)Izc!leaGAXXVnS)B)G{K6h@P~zu_BPLL5PVz
zw-%H~IE<3yp1QiOz>w${f#Y4Lh|Imgg-`Y$6jzZWXToiZsX4hnst#*QO8FbY;Fr2O
zJw`A8*(h~*zF2YA5b>tCCbu?V8mJTp(M+ZDR^W}=@wd&Q6vMvHuI`luMn|+HCF~Y<
zMqRf2-r9Yjs(j<}%>AvOx3Qk~^VGK*Id9TpOWGGi24^I?huMe6CC7ijr%``^8o~H4
z_g}hR6M9}_+FrT_Ub??r^nbbQ{BnEo%k%lv>FDVB<m#0jDaeCd;UxOL_l5{zayVz*
zR<fp4U7q~YSSo{kH?O5<LRj8x6t6j!w+;0S+kS*<uW8R2Z_in6U+!#=yJ?ThM2(WQ
z#Zm7sd!M&+)3rf~-UcvfX_0!-y^8;YjwG1s*IQC8+3B0Ao0_Vc(EX}QL?F+=19d+j
zG2Ec8D@+ho?tZ2^@oXzFDS@$;cBvGJk2&<>Ri<C@D#L)#Wfr5qq3+@eC{JABoDy&%
zj&&<l##77V5=T~`96a+Fl}mPz#_Lxk3bEjM_i}(4-xwBh6-V0f`xX3Hj;@G*OljVo
zf@VX6!LMN;qf;!mia#;&OOoDhlAdYe@5f1EH;J|KB~4>unxLTU9<d=CCOY1X<Qf6{
zH2t4s8G=oF@C7q@uhbkF4Ux<@IV$*SwK==31-q`{aWK7>NnpHac_f@MAZv_@7^#aG
ziHR7gNMx~wSs2f}XCkG_7+7p4)aRU>$-?1=KH%4ThPQ16Effj!ObQ=(4J}80CmRwS
ze4iF<{~9U>l|06sp|H)RZp5~qU~I!Uih9{`yFSF@0tH}#6^W4_Rr4F*ROfdjL!yf2
zRv~gKl+F*;>$e`Ni>L~%VkkPOHR7O2q9*Nu^lv~F;AC(RKUf!S(S)>%q9g<)=74Ax
zz*aA5F$xIY2(~U(HA;#P?x@=PYXFg$iT)05`T*&|-Bd<lEtZH!ccp~^Vefx>bZ{UN
zMHVFY$tEh*W&sn|3>{Yl4=R^gclrE&E`ak|5fHXV8u40C{8nKz0e1#U^2nzGP&=8x
zQcwPghRDRG8j4y6Nwc9t_Kqh+N{>hEx11m#QHQ31p=|hDdbql9ZXBUt5DC6ec&A!{
z3vL>LTo`mZSh7@M*&S?$#1Df?0}}d840|masxGWV3I?c$Zy@12Jpn{nve1iPp=IHU
zU_C~Kg`l#3F(zR0N9j#rgzWg81Ua9jUiC3D=)F*JuP!c`*3ok;Et9|@x72w4O}+#t
znLdsk87P{MtY($C;iP|Vs0=QO3-ssEX2yt7f(m$WsMxf*@d?#=aiYKvlt#z)$>cee
zMj4FUn>eE@<nk5nYRO7Tan10N3Zr&()Y^q=>qL%nndQN9FKqHi==y>sw-9l5E8{mr
zsp(QWSb13u1<e_FAsXx{IU_o{)ke*a5Z)9c{3NIV2stPe{>Rc)KsEWsT{dDPWTTPV
zC}{)%r8l}uQV?lDLQ)z=j1Ul!Qc^-flnzO0q$Q-KTR>78_Pzh_`#3us*mlm#;eGZz
zzx%uQcP~h^1Z`7^7g$>MG*s96K{9>FU|7O)IiYvQIlX?%Fbg*p?PxePNvu4f_5jS6
zI98qW2GZNu)fi?yP^dQ}$^bU+(?|hvDn9Y*Cw5Sc5#LtIktoNd+~PMk=|^@Nzs%DL
zO+>N&P<Z$;{vM>@C7!T3R3y@23@)b)&P%bA2lHsdZM4=_+roQU4ir_q%W>`G!R-(3
zF2!bfG7)bxZ5h)LMnI$inV$7yg3sto9JK@FCJFg0`<nlmzc-F6HS>`m7xS2eSn$8@
z3}60rgzp{9iXASiDJPdcf`T&QFu^tB=Dh`-LOjKd#$r~-7bP8^qlOW3d3N*1IFR6<
zcW=Y{R60N9D|CI=pJrbxPVSf#cm1$6`23;-7m~+_HV^3~JdwJ#mz~&x+;K8LuwW%>
zBH1d^ymV5I58%5!>iwQ_gb>`;fxD{^E`x5lI1yTny0^VT+QE)n`-5}u%_XrAe7iaL
zLuTPja=Wi~ZIm<jIE{djsZR`YRu$a99>Wi{Tay<`;UTl*UDFA*C%$W_>C!u_Z@A&~
z6z=#X!}HZ{oG%+`?%Ng#MReDB<0q`|I*<%Rpy=Wq=;ZEi@#@ysvpdkI^V03=c5ta>
z;&aja`z@`tHv{c&T3Hq^Zw~hs-@4*1w|Zb_W#4;lJLmruIMLbrJnwnLrSg!Yb0?8i
z7wP?+LrR2dPCxO@>&o?a?Gd*Neere6g^}5R`cqf(8Z*CEC4XxEP<%47w1&osTkLb|
zoC&?ts1P|qtQ~~|I!;>>#gK4jkOwQZ7ql7PN4YSW%0gRMc267^`V&z70q5{zBoi6>
zIXXfJuh%;yBS$ji)UtD;c4G@Z?e@yquhBbDCLmPSN=}^EPg~jTK9Dwmwsqcm$#x<n
zd?YG%^g!g4Xiy6e;kl*2gdG{^8X1@#8J}(&S6$-l{IKsraDazkH@FB(K!7y~(a5m3
z=mJ6NA;`-FVz5^<9(Mxk8k*4(`;y3tlx;d0Va*E_rdskMbYs*8l>0qMES%^u;Lw-1
zLJi*ysev$otaye3Lo(Go*@Y1D%Z{X!?7iO66{1QT;RR0!NCJi42tk0&9h3<UtwQpH
zOcqUY&m-iDKjXEP>%yP20zHiAiU)Buw90b~-Ln~8Qt7O7?R{*cGi=03Th7^QwyC?e
zsVlarf1Fb{oKycgr!HG(Z#%wQcT8ii>VH)|d{!ZF0={Uk{JmHp*;^_&Sj{t5#Mx6W
zBbXxs%s0rqUP9#zLVE3ygHe?ys%p>w%YyRKX6l8JUI486W4#CeQKny03(Hdr!mlgz
z(rOLw94P>7Nx&T?<Mf!b3=O&9`bkswJ6Evx85-UUq{d&W=`{3<j#gC0Is>TiCG%Rk
zt@3&-?cG@ZfSDM=GSkDd%sLeJ-u*Qf&Tes+4SyZX-UnKJA(wQQwR&cm)KBj{iOp0S
zrdV^PRJ-Zvd%s%YGiA@w(#f$o-Sym-m6s~(EyE>O<`ZrBzZdquDtk>xZ<YA{G7p$G
z!~CAYyX_p8I~;F+j;9FC!>8@4UY^`!ce$@D`7F-6nPDeTX5pXm*v<32t35^70a577
z@7Z{AdB^L%SI38Sbd)(a>xx%j`r@bbv&xH_76!dqv-bR?rmo2QU>-P-8601CbER`-
zq$rjheswTjviAO!(y`U4>vZ6G`MlDS>l|sT>k!V)^VC>1)FgsBx(~rRXJvP^+TV4x
z{@RBxY2TO&^;J9QY1U<p<i!g@Ys5WSi^OYR_v;@8l|M<@KiWeuAO7M*M~~gV9<Qoi
zMdhYGYPs`s?hDJK6qe4E+uDn_B_1rv_6vM!z+kXPk<bM|MbCG93W!iUi%mpObD{Xv
zWVkiLHRj*S;T87<8@#{DVZ~+FAG|c%z8OAJnKuMPA3yK`;P~ew*&|s-npP%PKbe`^
z;JT}EHd|S;n<~kpxyxx+##PKr@^zi?>CP;a8;+oBw9rw|Rle!`9y7NWG1WB_Q2Tk#
zP%VRoIN><t^*px%@)%^g^&YJiQ(Sx9J0TtI5F$^bTgJ9)ZNwePZ62D(IC*4){AN|n
zZS{rYMUklAH-5WvX_q3=S6{^a@`YXqpsY9_ojx`?u~zO1G@X9xxb;-M*IB*ysk)FC
z8jIwIa({8>;Umc-wiFC5N8Xz1jg^iiU)j9?`lNk+V+pvYPp?a8sH0<ivV>;LZ*rS9
z*zXeP!6IP2^7INT7LjJbj4n3=^q<f*H+Id;ZL|cGthbV(q2zyYWxh!#2+20gIsXfs
z99Wn%2VK*Ga0+@fcI~Z5M$+{q_nxgBnb`Lb+PLU<8^-wp<#NIFt{C=h-|!m<cliP3
z08HoV-St8Jm(vf$YM@H8(iF%L&D->Tp#31@$W2Jj&`-`d0L$o)Pai;<F1rU@jF-jG
zwE&UwPK$3sa3d$-pDvDV2j1$JqO`u<h>oAGdhwm0v_xAGE`c&8XL;oelc<;XJMDO4
z5Ta~<A5qVj@-^#c;DQW?YmYRc-qV9`%!c9!j;&aEEM@yJtTPzlZk)Agn}`2_x^l1j
z^DW2c)9TNsJ(Rc9iT-?j9>ze?kjB`e5BDkHI5hS9GgJ~MRXcOG<B52<hH~T=cK|$6
zfqC-cfmVx*fO5%AZNt-{s*^7fYE3hhPCUyRl{si%9fGE}mrZ0>l6Nk}$^E6seI@X2
zvQLAu>vGU1zNW7NOuYiqeFD<|`KF!unUS5F0_nwZgflvk;zQUbLB$4(n17~P2lJZb
z(^{l6Kgl43D@MV)^LbqmJ03{N-5;u<c*2DTb{c&<bw`hwX<VC17G6y?@012D8somV
zF5jS6ui6XG6hhADfkArK!=2oX_X@h{pVs@($9k>jR<5h_WtSPuV#a2CKHcj}sIR}?
z^H0+LoS^>si&|$QS@T!2x?_Kj)4&f$zMelN$~%C5#gWLV<f??PiMM~QUp*r>mT~wT
z_SqeagHtjs?eFib?rkq`Z*2VKeG^hq`|ZIuQ4lVa{U2iK!5tE&eqJkXHzrcZx2kaA
zqiNzRSeGxMUJV$rN}=Mg<|pVk$RpLpPQI6bL$gd}W!5OYFt6gQdZnvEjJ&r~0Ktx_
zh*!=&;+OUt3I0Q$U9XnT(i@R*93l2IGfa)EX`O1ZS4SMDsqdY6%_V97>?aR9*p;Mv
z&(FGZ<&EEpG(|G;^Z>`!Q{~2X8p*{9Kit;e^P=+m^R2#%YG?6*Mcj(E@Xw@2yAjo!
zPMDX(+tR(#B!Nc0-vtiDaG+<^fe^KyRJa!z8n+RWi=ppi{xu-*Yu^3DsH|lu`Ebb!
z6b;)G{~*@x`b10cxqdZe{fc}(E95#8_wy14h&G|j@`ZQcSt3Vm4YHjLNBI2LKdvD!
z1SQ|a$D6g9+qKF_+y?MQ5A=g#GX2@@7r=lt83X7XmjHY&h<!RvvapK%%b>D5t?1g+
z^YVh@FSfu!t+yrH(4(p5PjJv`K6x>8%1?Ck%-8DRuzzcH==F~PksnhVZ(E}dqBI~r
zljQrZh}^*_J_zg##<GiQZpAGv+_ucUcU}D5;%BqdQ~S@!IJJD2|F83~Gyhw2)2)vg
ze-h$eM@2aXG^v|)Nr;K@blbT%5K_Fj3vwrB$z6_@1x=P^-}5euG>Q)tk&1sO09k{O
z{fJIRv;pG^rePO3uF823S^`%25K=4K&s;TQBEX|!j0%7jr9U{=AdErgjPc*^kc2Hg
z@g&B9c;F_%OKP#!2MG_{Sz_1#(IfEt%vK1_jl53sDIO18Qo4-=&_T!h2T}rpfT`|~
zF?x$oXl%mbyFh{`(OnH^N=M-$QzL0yiU$$ef$UteUU8X(9&HhB!svPiHYkPsEQwNN
zWEl~W<^6ig<My<-Ohjo>ctJ{}9fUM>ZAbVprAIjl5EDci49pes(`W6F30g0$!lV6^
zWvO>v(oGyGJ<Wcy%Q^@`vtecVqgunnL$m2x@W5N)>L5%QO~rN27n}TiyZi#XqJmc)
zm=Qo=sTw@8?!R>emwei0&bS5%f(gVIJ^W!7MS7$V@*SDL4qZVX;opz@@fHrX#zqp~
z>*3ibygNxN;cXN#Txa((equrJ4T#0XN>*kxG#q=KaEFe9;~BrY8Q;J{$>3tCVB=G>
zz=H4898o)3>r2wV;l_cBPl<m!mw~^#mW6RnrT3pPqC>f7%LGmC|9m3Y_mp2XV?Zmr
zU!7hnc3UTID~|Z(>w|LGY1xs_{X>sFItg2GQ?8j0-5>5o5;uUP%@ILbFqc=4v|bs%
zdPOJp%KiW$=urP`gxY+>+j#tNY~*ZWh42rF{7D3bbdm{vtfI{qQO_nO#!WVrZx7xX
z*A}^!mSb8lmNvS&`fj>5s%|zWstP6!LB0+yz7DT^9qdd@{7ih+92BkGd|z6cM7pY0
zsaSrE#ngxE<kS{@YiQ~<S#wyj9`LMO5@+0zgx2hyOt{ntnwaZW8W`1CRtY#bYmm&T
ztIepZ5i;RBaT+ofkUms*95D?pvcAo#>hs~nt3w*dg$fxw7R%|S&^4e?FA3W>AXwx%
zrf|kmGFBn+@PRM_t?rOAYdpdS^d&@^h9HdyScM@P3yiC9$P0ZC;(5Kn`PoZ`H%lS+
znA-~!VO88EswaOG{w6UdJh6l?6@h$%QdD~s)1mh1aC|FLLUWZ(HQ3VZS4C-;CZj4o
zea_t5QD%F3?P{`3iO2!zP8wd7r?yS^`2xNIcb*kh?C**Ud}tU{_sRLoC7u+4YSaNy
zT{5U#i-*x!2X76M$KJACTejO$wu}E2<lL5FnX;!<(Q%r}s?Xd@J{R!h(s-*)J`=Y@
zI0^?Ea|b5LfNsE6>ZcnQHB@OYbXVl}2K~!wF5O?Ozn`aZ<e)PNfpJ@8*kCjsdl*l8
z@`HA-2=%*g0-$_Oz#$VW;GYPAXB45m5%h!!xFu<MAF#G5JRaZcZn0z!4?0Smu$ZDH
zWDt`h<pmNwK<wJx;u|5`!o-Q^$y4Ey1SaqtG`A&ZA!`MNT$f_zOGbA|f?|q)9-p@1
zy%A_hpk26W3a=L=vXX<p67H=_cGT3B7rVz@$nX(-9VH(l^pS0_0O|=X?s%$6ZWt{9
zv<Aqk;Y4ZF;bbw$EH>5r15gDL7{fP#Klmg`z!lm7q66>1FWsqwxD#?io{18Ex0ZZI
zodu22t_NF9|93%x3f<apVL8z~bh;6q7HKTN=;wy2+u#{!wIvl2PdMWF5NyF29y80|
zA(;`^7Zm6DEXn)1gN|v;eD^cm?hD5dfjw{tKuO~@z<E;*Xh>ro;HinhpV*XiMIs<=
zCa>ZDbqD$*a#)d~Jqd-n$Z#PxbWDzLg8@;La-NP2p1)`$`I|DWe5X-WQu**6WQZ=5
zOe^aE@!b}f{E#bpcZ(lh(gEx|=P=dKHh1`A!WE{A<*tIyG4DUiBWOy+bA@|d*?7QU
z#9C%D!j_g`#wrJ+8KS0QY#4GKk~i=fFIGuTDCGm*GK$*-uGvUQto8a8!($O~D{);O
z=YC^g5R<O`7C%G1Gi1+=lF716v*?`=QW8HQ7XE-e?2aVXAT+`ImhK8>&vkygK-o}(
zCil0T1EoA*jr{<p)1sQvO4`7$<40<RW%4DX2r1YOBSvX19LM^8;L<p`{>9xV`v>ob
z`0vLATCIDkBz<2&Wj5W?(e@X;CVsMxcySn^J(hGSf^SsBHG;#{gBgD6(X(ElHc;I0
z74Ia0vMKS7;Ib8)=wl9Meo5ihw_H2x`lp+&Oh@{P@hR;&Y5W-FT!miPT8dBCKcB_l
zE6I%4tN5*`-u#3sV$9hY!HsRuam!k($GPCa(!sy?cQ8RWo*wclp*qRV(b?UWm3N)-
z_@k?D@h@R?Z+nGbFN=FAF>=Gns0rk(s*>sXIVEG|ZS)=b4bpj;tc137b2QA-y7lxa
z96qOc)VPo}2yR4X*A;?>Cn>VEU(2yP(E};HUY<xh98%hDF}$!@Il3sj6x&5fn`8uk
zZ#~)`X6c3D{+;~ApqkDsbpGCYAKYwSO=IetgMC(4CJNF@w}pieMm<DE%8*G8g$(_C
z#-x0wM5_eE##JMiq-j*fpQbN-rs^a+$5nje`Xp4=BJA=>_&1c-K`VjHZ5SwBL!`JA
zq2w%8AMAVGBth^4QlKrr6hl89TT!d*NI)c6QT44hB8pHC*U|Q@t$Mw^0v3G-D#Y~Z
zkequClmUCnbcILPyJfoVWcCMSig!{fF^dH+Tei7Vd$b3-J=|!bCsn*h^s-PMCc>^m
zb`E=%BZE9{pB@<O9iXOUO}GG(8xG({GFWM_4(r=Cjb1`vsEF6%;D-33T@$Wo8N>UO
zAU)5K4$lf07p4Q6_dzHH83%kUQ@t8Dy#3x1>Hs+6W3)nWaPmWP4qIjtY6wV4*b)y=
z3f7lIxN|I{EX_lqF2JTZ$s(^A!CDwO5}7VXK+sFpi;1of!artZvZ8#hEN}XsJ;oa3
zGuSFLn*sG1G$sPS*7cO#Mwu`w&d~QvGjz{naEPaKN~Up1WN=BDaWq-#F7gu&Lg=c!
z=&H$#t2K>}`QItkW!RN98D>Yl3N6xl_s#tETZM*JeZvGNm*M~$tg&Z}Yd|K(Uf$Bj
z+D+%No9kn@k9pS#6r6oAX@l{E7gi7N0}TK|H9AtcVAUr)YQQt4{5CDp_`DW52T|$G
zS(jn+ksU2PD?r}y)evBSo^zxmL5|^`bK+enxo=Y155`$ZqJsHFtdSDMQVZW?`m4n{
zN+mRZG5wik_&Z6lJ<7Z~LANiJOf8hiz@Y|98zjpZCiyt<+GH@c(F9)on5p$ydc9$G
zm3~^IaaN_p`+)q<2Sys(dy_{}E;K%Ky!&;=^E=35W#;<VsRpR6uffxX0n_2vQCv4z
z95PrEeT3a2dx&Cm_Ivp2GO+$%x9Z%N(bFj#X4f961$D^+ua=Y$>QUmU*;Xc}Alb<y
z`LRonyuAtAtBmd8ZzAUV&zly9{xyG$GKB?26Xsa-w*_#Z$buWiul@YUN=&b-lzU;t
zv)%i1o=Cv{;9xPJZ49$7cr!J;vOh<Pna{j(3EH5G4lzl)r0AB?3^dI?hkmu(w6a@?
zN+C9hwnhlP3BNuVADh;R%|{Kry%v3RGCsKUa~vO~^AGm`fL@CGZ}YPdml=!RQ?1)y
z1IG1^OG^LPd0reBCfeWW*4ZKX_={Hhb06k$(pk+t+zXf6>c+6me-VHOw#7qQ8LIcv
zFL<OJ?_+*FA$-SB9M=n2nYoQ8Q5+_XZWP%F{N$`4ltf>j3oYU<Rz`mE<+qlFUkDve
zmG&)u<B|(Ke-%W19R)j{FTZET0-KWE5^S1D$J7dYeq%Vb8S^IG9U-t}q<}f6{BQ}y
z=`u9wF||CSZ%9RaPo?{w&RCa7RhLQS&m(p6Sev^ZKF~nH=Z6H$t120l4l}xehLUs2
zJy*H^s5nj@MkO^T!q<F$hji68v?BQ%<DK^U^7bKXOKBX5Gi#QXvYfWU0=oeA_b~e9
zuRW;!?02wS$62?UkNV@k?~7zg`Xx&Sf@V$5^BT?#&F*r;-CA%`^$V>{42CiZgmO#N
z(I2C_TH^tElI_<!E6Cdig0EN;$mJL)TJyc25}0>h*Sy>3PsVQZKbZs5nL+g76%iXg
z?AE%-1u}M0u<#feAOP_bnLITbyEPg+)E+zZZeATSk?JCCJGrdBE#zvs^R{UxUeYOE
zvgGaT7ns=>a#LQ!Yd)5TDJTbSLY9ZgGV(_X-R_?2t9AWc%qcoeydTeuT9}IcM4q0#
ztXb~#T~$#7=;K3J(h8z59i?LfeA5<fVJyYSm>f5MI}+{+sY#V~;BAJCvegp$I32qh
zZ_a=1Z_vxGwMeWpOQ<0hyZ?YK^>NrH)s6j1Gw^u6DzmvFLq{n?mlQ;s6hxPFgO0-E
z39}TIuoUJzur@vL@b5J>I)DE1m$uw)$_jSJj^`2I_`ZSt{FgpI-3(H-du`#f(mWSu
zB_1zRo<HSNUFeH5*CH{Cxsw@tkVSHsNp_k*;1>s}e{&hD9B3ZZoOLC=7a;8{CG&Mw
zhJRLi&~#pFZhlA-jXkK^I<93QsbD1aPABoniuJIFJ2Z_yd!li&s7^eq0h|9BSD#Jw
zN(A-yrTa?w(XY;uxYgOrBGot^urQG<eYq6xf|pUtcA4Lt*;!fZE%OnAp*;|9f&5_$
zi?hGj^a=RLgsAI)%InwEd2!M5Gvll<oNnV&i)LMYQGI>!Cx+sBhN905rHu?9JT{kn
zZ2s`EzVKr+vB$<TCi)Y`hBM}R3(t&ZA3yzVVq%i<-Z(Ak%`xI}bt2_E9Gr%NBIX)`
z0u-%2XKfVlviM<b@6(60MuqY=ps1oRpGzZ;5J=C*8z?}v8irglVg8vrP*r_k$8c^9
zEV7tT5}%Il`4RQpoN!4dSt1Hsyx&-r$XIb`!Sdn+ujcOoavmIU)^SmYj+SHRI|-()
z+jk-}7+<@UX_h`%g_PSJ@d(;IMeD~Ik(m(iSRfMX(m=>+A@^MFy2*P6af!{W#*7lb
zGYANYcP`4wA$rn4lIL0C(EYi(u6$9^Y}bhx7E`|LY;jtm+Y(of`n9dEG-GzFz!>xN
z?w;0m8IGMfEirU>K-<OYqA986m%jbkl5`G&WJOW41f5fDy8VRZA|*MCU859ca*Mz%
zn|ZJfU&8tU(;qihKq^Uy18thBb|TtV0M=*eAgcN{+;mH<G(qOsbo>(zEXvuh$AyT)
zMWw((yRRkHIIueJ=%xNmc-e+ZCo^PRMnwZ(#fkmL9F>Z3;oGvGhy~L?uYilu`F|>B
z-(W1yWPRP%+iz~JEM<Ssw|WNPCePlx{+<RhG<W`_{NoE42r!E^+Y#A$-y=B8j<d4X
zlzw0^HDx|In`vg2Vfy$GH{C>f_Hfw6<-E3y{-JsuzlexPzH{3DeeH>p>yL}N6yH%u
zicIQQ*v#C=Tuk~uS59Ppq;>XpJ7D3sZYpR<EY)s?wtiH)wZYgx`K5_<$w%=X0q((t
z@x_kO`H_A#2gf2ChoSN6HDZAfG+ywM+{utH(Q|195dn7n=)%g+g~YEbKSxr$&P|I1
zX?6**6LdUPuq0<DPnRau(jwKmqv5;xr2t5g3j2YNvmD01M%($|I$vI+UxHo|G$Ms)
ztMsOn33Kao_$SWcd}1z6uU<Hd)^LWp({o6Ao5I^&qZ-4=J%j#y;V`?b{`F@1m;j+P
z6%PYlBWorm^R0{We=7bY=f~pZ?dQbiQWMOOFu#h32b)7y5KtSmFJ4?b`4Z@L7fL9C
zOd602OoyFAoPFE)cBUP7rqSoKlhWUvoqcEP#tvL+d?!s!Crwq6UsXrsfh_7<&@RD6
z;n@DmqM_<_r<nuMueHBQMJM>h3<Q3?eNx<i9+m%x{Kqfmx1XgxJBojCY%G4!z!r+W
zULv_F83BTU3QM+gOV&RRACInG9eaU&B|`)019F*pM<|F1^@uveZNfQ3@<sW^ouy*I
z_8E_Tu6Plfk?6BJw~v2|L)x*r;%_ZU7^pp0Q%MsasgHdd@X$6|%PQ+f>6`nO)olfu
zA4Xgz#@^wiW7N2B)nEM7fm_1Z!mF@u$<}beTWMHXtw&vs7fQnY?t^OVUG13NH>6H<
zkcSahlSF=o=MA)ek{gZFg>z;cCJZWR(9V-{(Ci;s(;w2m;_F#tb_35VR&zV!LlERl
z?vlR0E^<nCSjB$kr^}W!<Gsp)3*@TKAx#~aTrE?r9aHS=j4k&K{;U{nZ$DXG)kiE%
z(XTC1uPjnCOw-d&!&!bINy?}QC$JFXh$y4TsFbLP6fBm8C}RCQ;!^-2XXE7$@ylrE
zX0U*C^BZ&Xf0@h#+LN>7g{Iz@jt^&51jNYG5PHH=InE`;w*7hpILq6JL<uXRR1e74
zHFDEF=Bi{VC@q*5X-N{vN*RrRIf6s~=akRU%c3i5S<|Y^dLDWTvt%W(;NI!jC6lmY
z)llj+qVOPxHek`cU$%73;W4({k<EGcj6pg>8>$E4&1mgsy-N@c2^y(}aBYvM`Stko
z-p@pRpA}wV$YMWs(b~HG^H{gqjc||1d+{buDYlu$0Ma%c>+aX|#P3SNFUrsF2ccgP
zC*gZLCF2i<l_g}gu)m73zRpY`zAu?RRr`%3^-s#_41!?2_Y}LCtK^hsToh(pnDf@^
zLfs>rJL0RZBn=dbk)dc@&aPY(cl6sEd~~!q!OEkXa4fpsijY7HDSHG%BW)iD?6XmE
zz^i7uS*f2EZXvPfAJCfpQb|i6;)que6?9>2@T14L5KmzsDhv;cl%o#y6kZ!ek$DI|
zAOJTZ{TsYn>Qmlm-8W8`VG1J~4snE<sd7!#g*%PMpUbTv640WU2V|ikg3wrhvUzCx
z?uYhfvVQs9na6e%23m?@Kgg;X<$K{!19*XRKBYe!5m|RaRxAh(*6;lk;)0f^g1(MO
zh>m7TWjT-1lt(@=@qdu3q{yH_m)JkXc^i5Uo(zm5z;lqrmdpgiFcq7GE<84CR%{Ms
z_n2)S1y2!6dl+3h5b;GK54g&^K_}p}_ddKK&SUKo#ylj_U^P+sJWBt}gv5O?DQGY}
z-2DfTnRX&y0h6jE2RV8qOKl;2MxOo65x~CcO%3Xe4C+k}>Wv8+NhDBb9ee_JDAE(|
zzAFPafD6?|g~2UZRe7+9pp1A~v)2qsa`)`oD#(<$qub)4sbS>UJM$0dWr?GqS`X<C
zQg|~0;?}q`0+Iz_p~_IQ415rnm6%$NX{E|;2U!8w1ESj+rB@)2L2{<Z94Htl*tvPC
zQYwU=o_bBm94(KZgLJWRflF@n2|75HYkXn&Q$i)^A<XUeGo=Pa7=b+bq;&|oSAl~>
zJ`7QhScTMMt%wpgAa^fv2CetV&0Z^QKDxnw3g{5gNJ~sP=A0h2bTeoN@;xsVLapI!
zZb3%V1wRyeOJoEuG3{79Jbv!B2~UsyhZ7IvXc2vv?A5!fvV1L{=cBYfl-reE?|)sz
zWmst3&<=WIszYz(jAWO-J8Og|a|(T{-lV+jfAFZ|>Cq2z88z3_#p}|;0r&0;9r5A1
z&GR-~9_$cGtZ2GgL5g=BI*`^Whbuj+8$8T3C;hvY@gOSP_7ZW*BxytLrbepAsS?vm
zk==5J&(iXVoa)`g#m)Ym%f66BX0Xb&g9nm=l-e}mCZqZaM%c_!@blv4v=S_T@8c@s
z(-bcMR_^i}c`)y`lgdW+;@RD*o#mWty<ejb)h@!jPzg;GVuW@aaHRyPyZ5<N&U0g)
zyeq{c0Uw4lspygGA+KRNX+x11WxP=F67KR~^lQvoh%EmhY0YjNK^bl2g7*gN7UH+Q
z(ygDn)%pwJH-0?k>k{mDI6axgcJNE>3$I#%{M-Qle={jbh?nNK>sRH$EuR0T_FMfi
zt1AOen=H?y-EHjm#{T>s{@pb@-8QECQy#PV)Z)hq`mEn=e@u5@9&_fbb7kUWgE4=l
z;-_W<T8jFWxQ1<>E{=;H`DBTsxA@8JdIp6}2^kkzas}*SDk=+w!rw<U6h+M33O@=j
zf%u3}O?S{Z@K{;>wR-;Nx%IBI?NSa`4b7Ixi(`IYw<A&#h&)o18w}bFW$*>%3m0!d
zM6|>#Vab6BrzohX%d6Vm(@Tgs9Xk?EuPlcb1#e^xhS&euso#3hv~_5Xm5vkqNrMj$
zgAjC>tDd1kFd-E5Lf2t`F*(H8x>gEGC`Lh+h?oEs(uKH0VAEwA87d-xH)$Xbo}9pP
zNOQm)st_VgEHX5K8~U6)A`TPcK~(Gj72#C6V>@sT3BrS^BGIzC!egWl$6)QVkbHP_
zrBwx4aEJ~Fiv}NN+=8MkM*dMN*I=Mx6T~8P(fnTQr6+mLWR}B9nOW}5Eo#l-YGLeD
zkX1#MRa=!+YOYlS`&Ci<RWG_EGUIXnN7c?g$4_AcfjVF0T{EmLu8#1EN-W>c3Z3;p
z%Tu{O);XZsVCL?j^M`URhjK!h)<|JnAs%OOi9k^?YiR)w$^nD}uHw8B!>#`0zS<o3
zz;sFPY{}q4Nx#IitS0j$pS*`3`w!CrH$o?xyBghn)fetmPga(HjeIBgP_;ZxyFJRV
zyuj<>MAe|Mte{ilgUMXfWvhrvcwIB{Iqo1$bJV%eL6*;2SjvOPxH+A!<ryB|#^D_2
zYd|Ak)Q<YK_OzI<-o(PIA@_WsCy`GJkEQ>6SWU8qM{U9N&SZ@1EHCHnveXB1JRp~x
z#nCQ|E_l%x#@Fjcd2<um0}0oHSrN6n9p^98lJSeOM>zxw{q~|e=+wQ*dKcN0|K{vR
zI!oL)=}hM!(TP*v#+ynkdeB=YEusOIkX_{2qO*C4{7Fj$So9U%bk3e<{CoY45sfTF
zIS*ZX1*RsW262klol&I?KDwYv*&F{i>0!c$)`T=&Z!KBeq)x5<PP!>=*Sc2@Vk2_j
zA1mD7jC?jk{yqJ!uh=}!v1I?B?PA93g>S1e2~+G@_aSrHXJV**m%xSbgRfuyzEBxT
zsw?>+0I<XZ|FOi*+(Eh)M-`xB=$Of6{pS;R&+Txa_pz7qP0G!y_fgQlDF}lrx!63*
z%iEVVghw|fJM-?DfL&oDX>ikKEdG6?$Y-VUd!1VuucqUhP48a2Q}iPwSu{n1PzJ{?
zkKB@*Jzs4X@g{xKSdFLq@sg%HBvAZ2pPpI7N@-Z{ko2g(_Oz)tfE5oMp97rn$O8`M
zx^`ViW#(NHPhq3#Tz2_pfERj)s0MP%^x!&)71@Z^bjGGk=9UE3Y>hV`)W|c`p=r^i
z3~%o+y(Ol9d-y}~N~`N!r{`Sf2jOtX7Pc#)Ao-xSCVKVmO45_j&Hqg1f0(zEL?^rQ
zjky}x2N}O7<+@r`_Yuk7#}(Il=}>feeux+~JFaT|JAsxVKz8lOk(oxbaz`Lr;0~;o
zXd*(^boZ#WJ=NnKfRG1F+EsYKqbJVwhugZHNpf3e#rQx(XLOV<M0onZq2h2<cYJku
z;|IHdj<VUuxH=h@7ZF@s+R~v6RKC_elfNCy8%IsuTMDk{HmY11G|I)21K-@{o;%(#
zKvSE45x6ZZTT@oJDBU=kD_viFm5f<53@$3VerC}P*zQM#8@`P!VYy>06B%b9bGNkc
z$gAe^P<K82_NZx|^V=M$tLUc1m!B6Uk~<!LJ>6q*q@3HEB>LK$Tz}WPT<jFfi(*o#
z6gF0`?ekiSx>%^#-n+jW$M(9*uL<3?LUDR$QcG#YWN~!~u38)SVy9i?cV+Lc3)AdL
zP_5pfwH6-5a7s9^3!L~CI&hf<N<P|fe)jv~`ka)In2t0_kfx|j`u%;4v9jb(7J}+6
z2_FL=N?CCU_>0KZFi=%-lV{Rh3`JfIV=py{0^UG;<IWq&eI;Kt&DA!UiZy+hl1lp}
z$v7c-cT$Q`tdZeSQ$}6DlaupVGJ@&1k>XmBO~Z=y_oG`<Z2~7(uj?qmK8fKv1(8_;
zarMcJH-=W%wTYj0)?WZ|0Igq!8pababWlal(VNM{t35lIBp-{nq3oZ}!34Lt-%eSR
zQM$LekZXm#v!(Jz$CqA47Ea}jW2Wx84JTeUhu-GPrdqewhJQ7ch6&E2s&?O1WiD6!
z&aJwZJAkc6gwu2bhv7-ed++zDUet88)H#^qq2V$DTmsQ8s|24gE9b*|&zN|~@p14a
zfXiQBU;exCpKneK4LlwI`=^r+QwukGE{PfgnY9f6u|vq2b+I<cim{=UKvtEGmHx{0
z<;B!rsD!1D$_FrxnM11s)(i$gA~W8>bL}x3wb~~gw6d{IhaSIMAM^^`N-ZFFO|9O4
z#r=KqD-x56`*;lF_luZsSAo;DzqUUQ>$L0m08t|(FgxPeCYJ`?&O-i*w9W^=y?^W-
z7aYd{i?P*>Fp#^p*hSnHM6Ir>SX{zIenth|mwO;5<9T4twQZje4c(}1Yc5cl&{>FH
zZZhr2I~d}B75RQmhVH3$%iiq2x~$*So>B*IgfLf8s3DXplt3ROS7_N=XA-!EuoR8l
zC+4jGz8D{a<9TqsGMJlF{R8ZC4p<5-&(*ECoP7{zJ>NS>)<1l*`QYe2O-it#`M*~h
zH;-BbrhZ7i9Q=pIb(Ri|nn@*n8y;L}76M9vqkjWVQ{~R{=YP8X@kvdUWnNz%^?iA-
z{j8zFb9?vov3>kUsap5v_Umhh-BgU#8DFTJNEKqo=f`aXY!v>52c^vKMQHs?OQ9hq
z<Qz@&Tkd-S(yL@?UnYNco2t#CJUQ(D{1nXY^!+;x0*cKhY=><`Bcd@&chg?n&9K%S
zM5g!9-(jabfo(7d-B*};s*m?FRP*Zy7z{vf%1ear5~2bJx(??L&3SG$!Y)J)X6=S8
zAr1;vMQa2&^``0!HutI8V1H&4P~E6$$1uz^7gk2~f*>5Bx`!_c3_sxSA)GJdB^Bio
z1fg9p18C@o=SV^LQ7FkCg23QS=Z{;fN1@Z}z<ZXcDh}Gy-@%MbrPaRHo<B6XLbAdS
zSdGvl1Yl}{EScNTLb?#(FAw?h!sLbebvW-O#IO*zT%3NRCnk@q0L%BF94K%(+a<tj
z>8bA}f6_T3&cl!{auopStAeEbqx^@|CXS49Fz&H{mWYeMQKqx{?_Iu@tR3)gGx-)N
z_M59!d1WBiRPpCVk01?4DNPac{Q=1*#OJw7&Ucm|>asb0^}h|g8yc=PGzn8QwCvEx
z;YpgTGGH_?j3oN&L|#pI^QW2J^S-$0chv5fKwo<=x7glR*{&wuwwA6riNzt=@loEs
zS<xO%3)>tjj**k~&;BKdS5n@#Z!vBXUW0o=mk<lF;G9BaaycE3P~7MvEzv4fk#ED5
z?%W<;JU*V~r>A9SXHF#K4tGc$sR(P8ur*4NbukKNc^&Eb9Sr#$j9qz>?zV4Cp5A2@
zq<bAJ&*p*OA=0dnI3I4Eg|Arm9Yp&qyN5-P=<lh#v4)F1yB5UU&}@i(QUzwpq$_M}
z@L-cWeSqglV6H7|5!qN9$#6%il!Jf|lo|^hM7qMMQWdf2UI0ke{dZFw5ub)&*Y}gp
zEw~*qxy8p3lzRwo3Mh@apfa-jD?7|nINA3oM!F0P)9#NHsrtMDkq}&h$Vd<>I0UzS
zBuPh*OZGE+CrSMgC?XkxS=Fl#Xjtxia>vd*y#W*EKUNy&<vjLR`tp#_$%GTJGON|Q
z6s6>6e*ohX$^$DK=V014Ajz<%>LNn$4Sq68byfQtdgLhd2v)Cz%Tc_>heH7*MI)D>
z9IaD}=I3ivfXfT5!wlpICIAysG%_?N7D<n5(`?T{Vt2ka?|cOlr^T~6v2t7~D(*(W
z$4LaoV>mP^u%9U88^Z}Yh~+7uufyosZ{;3?SPx-?<UA1xDmbC82wj4(vXBs3=wkvP
zx0-U>f$Rym(jIZi)(9j9+i>GXhR^@ouM7z)_l+LkX^-ncL))<oNtJJ-b9Aw`&xl0$
z@reoa;I^VYe_zuBm!p<XuDFu}4I@!P+R_lXL5bvdXF-IaKyDj)%PyFjJ0i!Ql^!f-
zjMf!^S1G~Cux+{Y1|euTA%MUV9a8Vn=)$cf-l)<lAlH6%tpDmLPEdyG!l|)2JID`$
zP)r>!C6pEpEg_Yk$SD2O-R|pQAR`nPW{Gf**rxy5IsCO#TNO#(?!Xw(py18lYo!aH
z<Uk{fO{&OE@In*9bHZ|v1aZ4oNP@v`%MPQ5wtR9U@@{S#a!^){ciGA9@`S9GeF~j%
z53z9Q`6~X9h$9xQO5G*Q0moxSZXtx22450ZI&l;6LjAbI+DM>rU@9hT<s541GYJ65
zOz|I#ho<kMUDfo@Hcx>=EwsdcdQooo5T<^00pMa_=dp$N0Etr5<=1k&2yXD9@g;<l
z;l=eH!q#Yyhv=ZSAJr=lu4-$1J9B<^ga0*kj0TR_+ciJ9Nsdk^BOJJ$#;x2g-iFEs
zR_>e=wb<$~PbM&Nv~zA_WN^$;kL-fAH;`ois5;~ruPc3Uj|V~DaI3d+J-oW)pdE|g
zIn;>G`J!K>MxjAqYEj-zc$a0Mw-fe+^w9p+=NkX6fL4}E7qwWvXB+;@H6Dl#efs;|
z9Yh78Jg8rEZJI-ffh0C5dFCrV)2WqTd`VT<B&%KSECrRz9Y%a+dry2<Gm#S*=<f>(
z(8Xb1%*k|NSWR|+b7f)GMOovU+`4KJ{He*J{j4WfhhOw{Zx7x!S>TQrYB38fr^kEu
z7oWDCpC9$@NPVG8wXd`9F^as}xRSE>pDk=OwGWuvylUFGlq_nR>zT`dFgQx`X=KD4
zl~j+xQC&)Q%8><Fq8`Y(@|CZmf5YqF=JMv5VN82BdoGqA2+tup8eOn9#t{klAH3Q2
zJJyb5p@|T>=t|aI4Qhg?h%(~$ZR@rKk!{L3cW8jT*g-#4WVAQl0eTRhyg8&et&c#K
zLyY2&ktD+;Sc}n|B^foneVBVKSBR7QgMfx2k3vOJ^?yk5P~xN)!}8hHg3L&uy#oaC
zr6X!Uz!CtdSkkkFwq4MPhK>*mjrGtc_MSt8VAR3Ws|Z;(_{cFjf;Vi0RCr<H|J!%s
zmDb-dBkUw$3wapya>x*j@)~Yi{8ku@3;EdHM|W~S`T~a^-zKDt3pu_&^4tN!xP$$$
zC3GtXy=9&4!Ba7x#t#tE!itZoc|1__exT<5P|Z_V%}1E<B4PV^>iYBSJ@O$~s$aGd
zVKgG=x;>Yzw?VS2RPc8`&sdXK|2LVQauGqiLj`#^jP(}!G51mwD>nw2biZf3>*Ep3
z1oW=TD6vs5^}Aj+Kur<O*dhtsqKEo--^2{o9-XX@{fg-5N^3S*L3CVFS@lO+*w;Mz
zB-K*{Aw_^Alfr+DbriNquSIWq=F=YK(H-Z#KgvUnTvsI0-C2hL4rFHC#9Zo0-u;ht
zjBPVZhh;62AOtIv@Mz_)AwY230nCzx19a_HTDrn0&Yb-hQ)~s)i~{sjXb(nO&H%^O
z@apP-oxf<UAWWys3GB@hf+Y`wl*5gXAv#7v13K>roh<)V?Ub2CiJ~$cf<#~6F86u;
zNJ<;#5(z<!pro_*E<lced?9=243&ZK{VsG4zV3X`7BV`;XX85Avsk9{eeQ$*eOCC7
z&0xv+8=#6<aFr({pp1Uxq@OVLB}tsrCar(^%X+1;Mt(W1iiKcYb0#8~@V_=}czF?I
zK@--T^(U%1V;6&(IeVFR#*B`x{QE6G%T+~kf$Uo=i*u0J$aPiuwvy}WTbX}9n|88a
zO~~$Ge_1v<X8TOY?w9$E>7P~51zfc<Iy8%sZRGyDs;q0G+B>@^RV@7>%nIQkoh@*J
zs~0_|yy+Ao{`Hhhmg{_ZS@Ae)xiKRs#lnZ$+z}Y)O7gE_b8q4}6<>+^P%3`_6HeI6
zbAXyc`%!Bu&TEn7_EBZ_5nt`(Nfi%Bc%jpgZHjS*U9iL>;Qt?jSmC&}61e}8lk2&#
zh@-5G$34zKUSV4{SqJ`mmi)6A(OFl~emeHkyRk=vgmM(o4cMjbwTcOYQ6v8~?dQMJ
zc0a`Gg7gyHYQ--yj%pYU)4n-+d@ujmG_LDbUYWq+Hxi=+ALNgVK{WD)qMPx+qs9<F
zLU`WCFaY;0z@dk<MK(yRZxo3<1De7$1ReLVmBGaixXyA9B9bASe3A+bA^{&eRDdF_
zrCDD3KN!3IFK*6ZXS}km$YxIm;2VF1(ZEM+#|%l2?{nkuZeUx8KX-Au8V3qN+poG{
zDU06>=eLW$&lv`_7X1mfm<YcuiNZG=IY5Kqc`FpQs)_v&{Pi<`jn;ks?=z+cE;b7j
zv%3Q+BNqwYW#W69a!1-PJB*(1`ltI!@C3@r`abNzsPD>9EDPWBU?%otAb&+qUdu>c
z%S>E*m$;glyqb}$n+!V(i<BgblpvSu$Wm4m%%?!I<?wfS-kS`NUGU)%wxmHSI&K-6
zo*#ORdi!_veJ!qTsKjFxq`vozU-P?3f*0%k!>8KU+i@SLc;5X;Qe-@|a;jwgGTJ_%
zCr8TGng-v0jdy0{y7>%t084$NeNT)$(lDNAg8Y&?)FI5BKAU#_`y@Wdo4s9|%BoC+
z?d(GJXMw~1go#CQNC*$TR3EFoC5f{3uavO*@>r@?0gZ;xZsd#*BO$S({&Gv|%9TsO
znN&Z*%TRW=EO=TUe+UNeNBt(mjhG*s8{et%e7gVjwz1`CVDjjAsGx`;CVq-$cN1|m
zf<gv!GkoQ~`?c#9SXnZ5R~J!hYhSVF$se|S-4$(3R8=iQK9+wg;yQrPwZXbj;u3Qb
z;?vWn8D<|C7`C^!j>JR_VF-y&U-QTmB%U~1!g7$kw3FY{)?I1eKg`3*<U~v}`Ue&P
z#k}|JDeS8G;)Z=+2emoiUism3(77fKZ)ZLL+9k`kl*rZATC;nb_F>tgeim^Eo325J
zLexmR7H_RS{_saZf#ZEQ7}ta{%~`ykkIC^rRqfncyp^L+Hs8%a1>APa-oPkvcuH`g
zF|cL$PvW$rsJB;$y3a=t&Q@kSToR=BfRq~}&J<`Q=Aa^Vf_3kTH$RCF*sXKz&^GzA
zJ^l6g#l?G4^>QO4b3lb&_vPYJ_iE_#-waaxZ<ER|5g+S=JT^{eE;2UXzkFuW;`ics
zV}13Jpex36yQ?;qt1KJkzP@`}F#hA`$KT=s*8ffp3$lhT_9i~RS+AUE2#xq$wmq6U
z+TPgy>;R@TbSKR)MJ=L0c;<qFXFF8bJv*08<s;gOP6u%03-W}R+c3J|JGmg?m#Kk4
zq~E_wEVgC3It)L00Kv71C|~5*sdvDkTI`-$3Z7c{o?0@bTDcL0Wf7_I5vg?rw6L}C
zl+;L0oq<FM7x+M61O-*)5P;jN=x4CO4d(DC0sJxY?oB}<IkUPPGIW}&1~W2J+0!eE
zYC9omyass}gQJ435FA6Wj|ni*V9PapAhSBaZE2hpINNSu0oVBE1RyHmQ#dp;g4Grb
zl){z-JuKi*8L|+>?yGb1#3gaEEeueUabw!v(Mo5F={T}{74=I^H#MR!_7C~_07$LQ
z7q(<0qJ*-9L0&8=unf1h-TwDO$+cBErouqK_OW5Do?)$2A<2I%5XTMd<sa!suLK^6
zQ5tIbh`qQ_$f<i7jecZcOfN{S%&?`xc(*Hqp~xiNZrXH1a+bP5!oXKz>ayukl&_EC
z`RZCM$Ec$JFK6v*YrsBIm@IY>Yeif11%yKHDfC4U{VyCFd+c6Nd&H+nlXBmTHw2x@
zMX+L^C2N5GN@w2&jl0O~+8#U?b|g@CcF3TYynF2!*4!U7Pa>05mF1$pH@M0l$M(ic
z0V`b`axkg;PgmxT$67Si35qFfnNB4W#zKf&3RWE2`B3;#5~ZpEFDvDuW$3<}&Y5BQ
z+;nCm=_ra<r(6=XScvR`F;lQ+y<^SN%gq{HW){wiH_;1lR&;W<)o?b@clNSz)-?Ch
z)G}~x;BMqr%w&YW+osCirJ!A9VtP)u<+{CZ_h-|3&F0JIi^9E<^6f6v^K$>*jU^DD
zlAT6;VnJpijq;4Tb~i)p*0SQRLIoihL>gZ>0tOMt{{@oRAwY@wHzWbe4W$WX+C$(;
z;{_zxVsIe>fJGYzydPXf35U9r<vlc(W1QXoEK<dJ9$MhgF&m2jul-W6vZK|uvETXR
z=2cyP>35{u9dnOHeWO-A^^N)@Gf73<%SUXkD4u;)F_iAP)syxV;PX9JQC3BV3X~?a
zi5+ZBxP&|)w9)TlF2;WmoU@L<6s6Uza{<wXBYt*RGO&)I`1#~M<qKCZ$P?=koI`k%
zF=#OBJ_)M;To8>^<tTuk4D++XtIUW)KfLpa?Ddul!F<r;00Guz{I97|x`JRR76^<*
zBX#9^rPQEZ#bM*waooE3!c39t!U0h1Cn%U2tC@ffl+>jiWp|y^x>n#~g%=~Cp*e+?
zAz=>dCVPy}(L`Q~ChAB<svlt_6cih8m`vqFRek=uc5j?%e8VU5JcbQxOA3G<<(=sf
zf`+F@=nX$i)PqMB054%@5+6f5*-pzWc?j%{@sxTg0X!7|<_^<?8<1j=DG?-W5e1#x
z|9z;^qTjWx=(Cc5iLswZ*^G$fyO6?T@M;IJTnsXYR9=Q@a~KaDHUiKr+w=yc1o{NP
z4V-ve`iFEG{VP!1ae?F6Q$rnSDKfsX@+~FUodAlhX5x<SY|CUaiQ0P-6^fp&AeYmX
zv!v^i<D(^-eSv2u2gTxLy=sdqu<q|7AhJ!MuTEiAW{P8ts)Jwh`)fuL$m4~g3FU5&
zbZOuW&VFK&(}cPGsYQQ~mZSvW&h}kH_@F~vIMb<|VCHu<`3s06P}7@3<QNz#iztX5
zS$d~Io)ETc@@}FhI%Su4(=ni1tDkML<|JU0%55iz{u6Hb+YNqPTY`3b!Zs#E78LRG
z117iT=XGrBP3J!Ub<m{$B7$D15`w3Ci2yoB=3VbkQEgROC)Cc{XS1IAO>gr87pgWs
z-pt+n%~A_~Ud2GFW4Z#TuR))oRQ-i4qe?=M#`zfLje)ZpxNAa#n7{p5(2?Jd_z&aD
zm@}V?8$JN~c_TPxoQQ0p1o-qET#h%RS@R6bXRZ6KZb5w){J5l>PS<A95AWy7j0uhn
zqTbWUrWIgpIWTTpb&#2<`M*UiYv}<#9Ot3DInyFyt7opde-Iy<n7hGwgp`gSXa25m
zpNK%-Ht0osS*u}BON5wKCy+py6g8%tMg+qotOry6!ASU#aF2d|37Utbe+uGx`kYt{
zCJm*WOY*IpqHkcbryEw;<cICgo{YA4_pPMwcGay6hNgG)O_mfa^sMG*(QQNlskkke
zm#f`VMOH`MsQus@#95hKG^YM!Ypl=poAI!qwu?6TeRA)gCp9|WwVGbQEcz(u+$t~M
z?^D6|qQbm_PdN`CRr8ApqhuvDn6fEpli_Q0tD6FmM-ZJUw?~_Bx*syP?cqmcUDCQs
z?K9KxM&?Xp<Rv+gKYSVj4J8SCM`_8iL|Gr!@_od}_(u%T6d@+yhQ>*Lfaufvwqx1g
zZViMM^N-Cs)m6qBh-{I;OLN;V6o3NIOa-5rOTnB@ftAMiLqzE4D=~Pz(0RMs`%R7z
z2R(OMhlYgu<u%ea*zCwPn(zkS01d3XxRy2^dXO?$HK!6!+0;_?8@@A00zHQx-;#hm
zK><tEK!xDh-GWd&HU(s{1T~tX_nOqk8Jo}!Q>ByLLxjleh6B(s;UCQE9+6d{focQ6
zCB#bTR!FklL^GGl`YV-V9@X=E&__|rbRFDILHroxIcr~^bl;5hOoVn!tY66&zs4_q
zkr@)*ELAf69@6}tGNnf?UqLA9i`kTOiIH_!?%z9XI`qM#MCYujOHo}3!3nTFZUnNE
zhm9LUuff@Q|3TjK2l<=D%XAID4oK-O(`%H6T9LO_Euzf4$jO2}>`iS|+{D;PO5(4A
zmE?%LPczr&+rK{?4)(sQsc5&Ypar$K2L~PA;=c}6l*Q`UDG!1Jdf%E0##r!Zn{;-S
z({`8A_LR|BPLi&=oh!Msoku0DZy|;a?6OLSB`h*96i`J43L|s~rY)3i<N{52puqVC
zVabg)z9R`~!~uZmTT@@egWF}66BOCQmB3J|U5u}E7}u=6AHfZbUF$50abFG(757kv
z9{+me$f4@rp#kGc)b?<Zh`EkE>pW`kpLE7fknG|a`!893^6w^0^4ArjM~-(7@h_t$
z4t;i#_8%3>I&0$;d6B`gvS-JKe!O_BXt}`YOhV{kuqRQERkL}9f0Lw|z1_;*(RoHe
z<)hgAaysQ_KVhxejKLyOC(pePh6aIE)b2BmpKzv+k3a%~UcIzGxECe+owoZ|um7H{
zn(y~WF2;K|-+d7v^ZU}VczwchV4!{DeYjQv9mmhe^p6Rw$TO8t8Lx$m-A2^JKg-6e
zWisaHWe^^WNu(Z~!P41Y!1s}3+rrg$-{Ug^RN%NFQ1;OM5z#T`+)w62U*LDML<dIC
z2*yi*a;X)qejS1jje@(LmpQOYIpY&6ZZQx{<M%_LC-TvgRqT^#%XHJY1VmFdLWQs&
zky-^u4HiZhCd%_%3sJ5=;y-1MKe-!!(xd46M$tb!jQ;IuR!k@ly)KBNF_Ee69qs>+
zbluTZ|No!sa<7qlZCUpkAu@`x-D^Z;ZyA{(RETWXwYQAS>{;0}LiWriBzv#2U0nR$
zpYQJve{dY!bG={B*JD1NITU;(`7eAZb<v$>cb{D}ik{3yL^10<uXnIOKAF$(a%s7d
zeGFeixpH7}l|>}9ossjulYKul8rT6Xg$ign3Q;7M(a{G2mgg4dw8}ppv>Vu|OiBja
z9Pn<Z@#>sz1PK;xZcg8wkkehHNp^qixWjIsy7HIp%IjgC-&q>2=*(z$f*^pa<P{(+
z3AjVVIw>~G7l#&2#>@tRm(wq(<HvTQUy7ykzp2+>cvarKpa*MN(=xkSA$+p8()PQD
z=wYls8cnW<A=Z^av&oZ~7g3!4J4u?`3OEeSWfnM}Vsa_hwKe5ck<v-=c_8#kO3IH@
z#_NuRrL3$gx1=4%n7i)kLzZ<}#^nd_-D!mN0)yQ+v-u>A`6!L~{2r`wlg!`nJ+YxX
z#OMq>b4)UGN<4cKnjOqY>CP7IbUW4+;H*-@57J_fo=2S-t3wUdC`?o+eyftssWW8s
zM@VMS+=4HgykX(y`Rk~^yA`!LzNJ+(maASE;U3Rf-zMJ~a!>hUIK)d0_np#X#=S8I
zQ(QMy?$SCT&V(lJd~>rXPPP7k^)CshFnwp{!05aK1y=kclb0<2q00-3&;CzB$imVA
z#O**D_3GZYSrga#+SM1{Ggm_qkU2e=_XqTU!GrRm(>EG}XZuBkUoUKIAG(g3y#D&_
zkM{er&tQCq{_8e-w|V)s%<IsmoI`xhVS7%*a!!AIPJdNf|KW8+Rc6)LQ2g?*_5h_#
zOmAP#C4%t=&TyORHWM{V*a^Uwn3z(b%s+klw8v@z4k<18*iadsqX|<ow`0+f@%r$^
z-(L$j4UnWdzguh2{sA9u<spH==K4xLqfnJN2&D4hCO{XiS(Jb|JvB3A2^E@o>x&=u
z2t@z#c^PsKICia(poc>Qp`3V)ElhT!)cX@u>s*U>s&Nu}_ng)b_hSGBaJl~v>&|Eb
z8$me8Zp`$ReugI^`Z`N682R=n)&2GA6;n$eM;^(|DeOhQsf8KPoO)e*4X}JZW2li1
zp(p2oH%~wM>p(ynI=CgLeTm8Jgx@(*+;Kd6mg<dNdpPb)3N;y;1UL3OH!g4bCad}#
zPTUsi#7zIa{Vp-@=}`CYbZmd`<Y0DIr(R=dUb5O_XScufXh%%QabEn#$=-RX!$w_M
z=1ilD{mxi;^wI2B+qxw6*FUoiGiHo34b2#zr*36sZGK{U!^T?7y!m<e4bja9J=2dS
zCiLk#@YEzKmh?qd`lVe4>y`DF_8azgTfCyRllN;z?^leG+?W$oe!xLmDkX+HDdh2i
z4N0UlR^$Sl<N^xh0>0z|GAaV5DgxL$I0)N9MA6Hx@gRX+<HH&O4@r7yLSTxn8%d7A
zkI;P(CKNIk8P^L@W96s*0u9Ke^sZ<6tthK`Ew_=^#}J12k88%Y{ne?3)nou;ZxaE$
zkGs%43tVss#^1LON%0v2|Gfp>Bd&^D4E2SAY30maYgjjh$pYX|2p4=4k^Qrc+Fnf5
zLM1onB`G^tej9=N{hsRyQn;9#OYR&UT=P`Z;KL&10bYLW#-CHTWJ0fWlIxm~6nu<Y
z#FIY+W(W>&22IrdnG}_osBL<9-Xgt6VCM&iDg=9R$Xq=k3bf<Q^Uz7K4nVlDye32?
zdN)kqyhTHBHIaDl+&~CTdyh_@P1Op$g*8_j%$!kOZzHQKm7#!vIr|7353^${tJ5=m
z4Y^JJIp<K%m<}Em8HE1yng7q{{@HtjCU;d$f2w2-s(<PYV^ya=>xz`jRY>CmZOi-c
z5lKI5GClmWJI-1{U8<U^cHDka3pl=1=5(%7W-IfCLSw~QWw%{7!;W(D%0l(#V!wEP
zwLf>*5A<y0!1~p+I0saEera&4EA@>_PzerIE{)Z&%Ema@X@>IV8?*eTVf{@*Gf%^_
z9TU5$4tKv3CPkAcMQ!z)X4!~lIemGBd70WicbT8VGEyP$2-KD8x6Cyh#+$sac`1z9
z(bR}E=dr@@=hRazs434qzbd|3QmA{z_sHa>LsC`rr>a^O#~jBcf<=f_gF;0x2lN5)
z3bI55gl*-3HV~1xJV71{^T|ulnM%-YdioQ1i~x=&$pE25CtMdpztcksmB+Da?OLM>
zpq!EcJrIa}k&jF~0<>9RJFru=>IUd*^iivtb>^P|m>^z3*-#bZRjGURd^^Xn^vNSs
zQeMK((Lprc+%Vr<yUhAUspCwx<6N%wY=NB^@*ly@;rO9C5<yRA;&e#72qCW5dwllr
zPKpMW?iQfiym)Z%M>j`dHIV1cM;Wm=8DXtMf}0Alh`))LY0XprR$7WLrxyQ`DB7oC
z@<_jIad05Vh&-AzC=n=Gh5!^bYM0qYw405RJtMJ=7s>@6gWm|NP(f`X3*ZmvL8oUf
z&`*hSu^o(gHWs~(x1sD(tQ{69kyv_YAyi(HGO!9>aR<H}dk(n^pc#u>;DB&FW(W~W
zKx5E1Xf{<br}Y>1d&XhGcI$@dQ#7;!uFE8jM&>ue-B^O))F3SdsNzF*K!M`B|D84n
zEU)?QzPTt#YK(<0NaTTdNY`bEgQ2Q+Csq=AC0*x7X^isD+I(4gKh@EKB#4;izNTD$
zrK~<&QWFx_ITj+!A`fD>BbIv(RZ>LX4GIFz*;YmLs;Hv4F9{u(h<#D-Grc_ZPkr)b
zbC85RA<IJyH7bS)4mB%lgc;1Ge<e9+_YXkQ+@DsSGgLNxt_j9E+ps!Yv%deJaAU5r
z0e6*a6{nzZfhs<St5m>C0_j~TQ#$-9P6<W03$u~pu2B;Ga87M9i&pIbVYs}UHYBG*
z3G)~lBn^j#N%BJJ8RTif%`)9f@o*@iDI7i{2&KG);~>-#=whcCMo)UWm%zszPx@%Y
zH^)1CEHPusTB}aQyzuRcfBJ0Gfn35=L@9x)`QQK(vXw_q0lTm`K7d#)p3HRwH3GIQ
z{|~+AA!XArawHZ$ipclpp&E&()}rg<a|U4sA`Sj^{M=0i!q30U%j>R=%`5E)#G-sv
z2+r8y;(^&^GH2)<fBttroAsU$1PtR6!e8<E8uA=p(S!22c$Aucr{f_MlKTcTW&f|p
z9>L|#>HDM2_wxI~!CCo!J+KUtQsi$DcS@chW@}G{atp6<3X7kbD9gBd0rk$@_9i6i
zV9z&5$R=J-y)ibcawqA@yoU7cJ$awPY|TjGd9pODstPitXkUc1(>+NbdLdsmfEqC)
zR^GZ(#HytrxY&REF8uhLHXWQ=jWCO&XK5?mR=P*+_f0mEr-+xQDCk=5FEZ3kl?oq7
zeT+&W72S&t{;S`8t*##@E7)h@=jpt(wpDrS{Ils=L&vRxYSvl@A^|BHndIc|H*bWb
zn<`EYf8S>GBU}Si0JI$5XJ=q);f0UWL1%4g!T1r4!%Cp=DQLgL!+YG&ctz2cd@;0d
z=+|gnH?})1CL%s0;8R3YVteOw39pvDhm(8-rsRivVytaYk+FCp>YD^aN{YntCa|=;
zw6^}?DPY7T__;{tOUbP?)J+mo;|T{jR*a9=j!t4*DNQH^L1iHiskka&$>L1gZMLO3
zAo)<+wkeK7!Yd*>2+b`$tCPHLrXE$%7;FIg#vdowLA`DXt#Nccuamciy}yv;stBx{
z8h<}B<tz#pXWo`%HaFRXemZgcbW)QM<fBYDtd+f1Of(uK9w)wI*9aAzbM<6HA}Cyi
zgU}v3N9?jBK1g^c3JOBYqF)DuzkxeOQ^C-HG6KW;!|voj!8J;)ANveQ14uofHvNdO
zNF*494<rR_PNuj1<BzBuRR@2J%#Pm>C<vZDLTO&XLR4=8D+!l@@J74ZEu^psC&iCQ
zI3H3z3d}D2vBMB<&jA&o3rgQoGK6;NUyMEqseIo(f+xVScXd6OoP01j$T!HE@b^vX
z(wo#Ri_|@f)RpjE_Td4hRfU#%wVYUiWe6s;iU3&lu3!aDLM^UF;#%iB%{yUtmlQtd
zF6mN<qTqP+tsh}&L&y#xmt}fVKf~Y-aYfmZj{mT4m-r0`PZSWU4TgQaW6n0FAEA>R
zsZCFwz(AI;PEHN=3(NQ!1G*7Tqg;TNJl;oZk7z#YHT1$+>#sV#IhL3E<Ko=z_59H0
z@wWcsZRhEvBF7}|*NI$?v^{TW+5P+vficc;PJ0o0JpM7&_Dj|9<SGZYSSW}L`Wa)#
z4?IaN1!)L7Ji!{QR(N&!QkLbvf5Lii;RSZT;+Or1ZD$;Dst@+if>w#*2@yh;>9wEm
zZ}1^jwZ+a)eE!fb_vFBOHsSMW(KxGytt2L8>%yY$a>iu%s9_$lacOpsqRE8Cr&bj2
z<+=K>7t#sKdkgjR`2L9Sda0v(LZcIfZ+b|6y_CFnZdS+OCsT<V2q&J-dFQjVQF@*w
zW{dfqa{emA`t?Oe|LTA3PAV(^=#>_RV$Ih>7KSLBGj4l{i9kJ3A~@{o#!QacdI%;1
zaqi}an`&V16{-$I4O8N!$8W}67ecq@&vaz|aerS>b8XJp^bwgq@M^l6G-O`wIXJbY
zVb$RI&ZgmxO55|5o;~v@``0I(kEqkwxb!pJ#MDjS_>iu9!Osb#BCm$&&F3LLPkXKo
z*8h<>ygk-8*|~TArFK!9GZB?9cis^`=J6cwl*@an=)9|b-w}&e%;JsuEl7(Pj{Vb5
z_j*0(Ee95AJltMl(N2ge(ZR7RH^nj65(a7=S|S}hE5E|M4j->N@<k(*tUw`o_z(_X
z63!;b;}?M(!);E(a&bK$dTD6E@UU>ZA6wG|#r}rR$V^qR@z}70R4v=;JfYPtQ^6<r
zFXC%ERW)z<AH3DIRUik*ntK5R#K4KK77R;^MARjIaAuq)mV+uz#%3dVp>p>+2j-15
z;pLY*^T$)1SVp`5U?eq}e3a-9W(Qv&<qK6jii|7VP>3E5Vag^B$Ug{;E40lU9PTl~
ze6sVtKXYyQ<!DWJioDl#DmEeGf0(l)XZ`Xj+TClrh4VjqN(~bGZC;n8VN_RrRbldM
zul5Wrdn_um_105z`q1&)+W8X^)jv3k;_JKAVcW{SA7S1Dh~uQWe*!PHL4&}d*s{ah
zei&NVRKD{r8^7e}+)r8z<SvX=B44Od4|ayADqh3}T~Y*nJ0os928+MHoN+&&d4FM4
ze`#3bnO^IaTI0d=$dggjlj))N?Rt;&I$TQaMOyvk^Y=L8oM33x-eY154cZ_Y-Y`<Y
zB6F5%H~icmet(|4Qg-0L&mkO}ewV#xyxsi)hx*HiVQXa|T`iME<IT?V*YXX%;19UB
zYZrI)ys}7}vwqnhjT<ES9*dKF?``-Hi>Vkd=eo{G!iCz1>3q4#LAAaS?{$`*@TBHP
z{#oagrtiw+AD!O;?zc}UWfRx|tC-M{RXP0~Kb<6(<_A|cYNvaRfBrEY{&>sRG_LIf
zG!(Oa_9p-xWEWk?X$)RvGPT0;@i|QWh&Qgf*xrjTrOVU@Fdk;Idi$erOmC{-a3=4t
z&AJ)<MpN!QbS&pfRSqBE>ug@@MA6bcTHBbyVtV`eo@xy60CrApzDM%3R7@;UC$JZ6
zY??O&xVCT{#FhcbJyA|TDQJika_anx%5vW0HZ499^&dt&Gl5f@5cB#V*Re)2$sAzP
zApfd+_V$d*RNe0Ji?mu47r>p&e}xguh3Cg%xA&6$&W7Kx;~cJtc%kx0r$~-vOgo<Z
zIUYTSoyZ8Eo#UUQ#ZJFtzgoIsyFnYE{eArD!vL=M8g}-Vhr~pA8^NU)y?Tr3$mY`_
z43}hbsGizHtbhlm|MbJwWuX(;Z2!o4g%tJq{^)+>+!bto><~iNh+q1dvsfLfFvLnK
zQN-k<Ew!5;j!QJ%eN~T3kbPPtKQ^TF()3CH&4cead*?2(hYuGXiJAO+({TTf^Si2z
zUw;<&*5YQFY3gG&7UomG``RD;+WMGo`|Hi8=Qr!e-L*Q*1{!4;Ps^*ZU)v4Q1>+7!
zQv4!4$=qV}N(LJtNrhe;-M@K4)08gkA&vZvBPi=B-J-<At~I)_aS?@O8ec_AgBx=x
zcf>o07$-lEuZR?u3J(2GB}~KsXZP3*8XqVzJn_j^sjiS-IxIXmDV%tCI^Nc<Po!dX
z%lI%zU)q#EGlouMHVqQUSW|+N=9gWFFMr)PRk=uBJOU1g>d2-8D<CUQv2Cy<BguG8
z9AP~Ze9u>51;CdMYOKtB`NRQ$L5`obmm(6-R!1J~N*x8T)3_c5X3(cV_>QN^yHQY9
zT#7HAsEeHdHF8aOK%}&daNQ$j{BqMq#msJQR!A%lIRLDj;NO(G#T?Mr_GBdAh&Me)
zYDPvXM*Ia>Rc@&v;rdKQztV*FK$i%p-$><nh&(B^JTlBF`x%>cT~sg-iOS>#hnV&L
z{6TP&ZBtrilUHb?a)JW5m-`Qu!~e7MWu}w7nIlAf@UY+asj0cLI1Hv-4t4Ske4@}{
zXSE`(GtNbRB+C5N5i$!h=y@QNY>$c!G0)Q1Lc8nkqkV985gvRZ@7aZ36+n9w*~)um
zpJ%ui*6sWFlD5GBmb4Gj&L(MJ<~H$Sr{pRG{J!OHal@FtTSLLJyv|m`#d5;rx$)YJ
z!{e<1;?GA7Pj#Lj<h{C26dpHMY4Lh_vD@h;&HSGW>I?)cy2q1l&0K9L(g9T<)J5Zt
z9yUFk_@fsqM;vrSr3qIyr9`}w%H4KWol{ohN9#!G8jHzKA%C@U^-XYe^m7l-S9VU`
z;x-e-UDgJH>p~&!;R@bX?U$Av{>H~Vil=uXF5`1A<MX_Amc6u>zsJ)^CeX~r#~V>6
zFt5Y|)HWZ-vP!$<QNYUBl_iaIURRk`PK+gL7Akh6Y1~1egRR#bFx8nn@3m0=7<g(z
zXPgv~@u{lxQ$*<>LLit3h`no+3Jh0oK+Yq&f05MCUxY-|zQ|kmfTdnUZUp;CoO~Q<
zFe1$7gU+Ze>xiw$Qt>7yR`b^iA8Et0MwZ9yL8aL}?VAIA9n<7GN%41#yFz?hvA(^*
zzMbSMCzA@|MpP_*_Y8Q#`BjsrhS_mBs-q>(W~yFvH9qgEQ=2JM9<_MV<}5$&nbaG4
zhj{8Gu^1VugwM+#V`y-wc$3`(K_P>tt*Z)_gS86(GjURP!p0o$dOF^1czf6K5#5{^
z^4TU}{Uao^)c63DX5rL`D}ig{3uqde_nW{NxZO>z&CPECUl`e%2Az?FZnXrE|55Qr
zSSw8aXCy>mpd8CI;DBuCF)TjHi4{o=l9PizC%@lYyI@LYF*`iR<9k@wd^ko1O$i_b
z=OzG`csMJI1C$ray@=pqX>W|?r}5l*1btySNw$<7V2%XqD(n)mr$|CslC)xT8j(NI
zfQ0!04v2&lLBdJA&_c@gZ=Y`6=UXv<hI&RiWoNJ&{VaPn$N^dati1z~cJ^2RslEX7
z9cp4MIKUOyN7Si2L(b0i?mkyDJf9K-1uOjovj?%rL#Yy+>Lj_MZjpgr<fNF#c)^3d
zvi0i0kOv!IE}bW_Xic*AP<{AMO^Va|?(_wKh*%K=80S#3PmuW*h&n4B4iFu9j=W9M
zx~tHtPu98*%Tj~9zriAGW%*1FT1WOs-ao+nt{jD7#CKY-F(DM3#STvkLfciWPO<|z
zSEiXSF5h&Y+y(PN`!p#&g|*orEXS`2X~Cj~h{Y--pDrVw01Skr=}QKHyIN`I49|~x
z>mOfl2<bYNuL&oJuCgXjPHS{$IEeTg0Pii15`|+v6p?}jPaeeS<VPY;&tMUXa*OoC
zw!w>zN5eliE+B%+&)M3$7iG@Fkq_eFP-4o<@`0?%#w#I#xP&{XK6|NJrKbi6O*aS{
zl+yLgYt4CTIs2#B+&i7023ls<Qf8ON_2<c^>M~ZqZ^B<VE+Y)hoQhjRJ#IcM>{PP}
z^||m>E4*MByVP;%@v~HJ{C&yuhYs-k|Crzr?y<Q3-tu|1c*ynwQnz|f*k0L7G4azq
zg)AY3n;MUmZyXx+EUi_tdaf1TIc8PM!@IrrHaiYwB$gw(?pEcncmDkW+ozsB;tA-c
zsA|5Y>lR3H=b}W2Jufd?=INLJLbz2zKV|Csn#K-ltA|<Thqx@6m{X*%Q8hT+XwT(`
z7FiZd2Y<rOlfOPQ-s#e09u-EXqGG&0g&Ss1@PLK}c%QE!cVtfT)*Gdjb$o@4tC0q?
zc9^r{-qu_$XSes3D$X`<-IhF5*5ox-)}4B`wyyd4Y3kjR*vzD_x6`W^5l+`#bLBVA
z8{47G$uC|=x&QlfQ2uD$-9{-{`J&MKcehj;P?D=;#B9FaWzFC-E&WG(!N6?NNZ&9a
zT`NBA0}a1AT`*S&SQE!SHX!q-<KfT2JDrnvr)T84QHEYdqt|U+6TPJOiB2W_Z7b-=
z{AIH3N7m&^+~l~C*j9R|9gvd8miY@m@E5}J8<XOaejBa(sJ+W9ysgopt21bLl@j-x
ziZcSx8iJCTk^pRFehY`~g?Rg7n+b!s;dNe45?LH@b&^K)3r1Vt53n%Ar=Z_4jbR8D
z*BX|ZhxdJML0;cdetnDQwJu;uZAGEa1M72InMuKVgl%VI8&n{<OGp4BsI9QwoCX?G
zIUS1Ly&Hgx25izF=;as#GDZrZ;9UYgXujZmk^~?;hd76<Xy71Dlq7Jk-QXO*>>RdQ
zgkwGebR@)hgI<EzsL+IITFq(F%n65m20ZR@4Z>sELj6oUW}Q+aIQGFo$+-^6jt=gQ
zaqjT}?tuaB*#YjJ0d9stB6?X`+;o5s?{O{vX*Cb7jdWi@FU&zL#aqVodU1h{VVcNF
zh!HOwPfvJTEfQEP$f6PX=?RU-OT}U9?w@Tl{9*saEGhs)Y}aSzuFn-+fM>cJ_G+N(
zvkDSH7EgajvvEjm^KQk~#j5C?C3kh61&$aOT1i2ri;l_<rYs5p`K9#J4{!7c(%mUZ
z;(kluUED9OmC&HzlFR4IEO=LCo=@%1J@xE;q9jye!6!Zqg&WN{=SJXWJ2bf}N8GvA
zoy$LX$E-F{{=B2M?(pqzenz~eTlH6_8lpCsoBPEms<nj{MG&!B+B|OHUjO5I9!;d$
zf~<x0vSr4!g%Q5WjH;JqbMO@XbqKdd*qtN0V8FY*?^t(vZZaHu<d3)@Ks6aL`7}%8
zZC)PlZ8K(kJg5f@uaXCEULST`OlUBVFCqv~co1$0hc5@C@K&~4S@EAtt~Z7bQ5yHI
z-gzG&jLC1N({6g!@#Q<!KS~DiO%G1S4_8CG4$jD}{%t5P3`aMmGy9229kV?Enteoo
za-or7e+0eKO@p}7gNxY5z0lREt|c>uP`~Gl7oHaTMdw)9yQ_a27xROsEg4&WB6BBR
zjXP_uXR#s#5*L{Q6!;49Cu=if*<8cP5KPce=tuT1=Y$6xKEnw!L&`d@0i=WY@_k<C
zz|H&MV-j8^dSrqy)_^P#^@%q;58v^gYC_iECrs)&NDfq~LtCvt6^8F!X`nKeSTdeL
zBiqH0&zE-K0f<K~9AX5hRmIn<O63V9Yf9zoish?{Lbl36HW3?RisOAbG^A~Lm0<`H
z&gRPwnad98i}pX4@^hC8b4a2Qb@<==)JqS!PgA2#v%<+uo<LuyQO>H;?OBHnTR(1#
zzv#l_gvb+G_?|ZFXI{U4$z6l~Q!><InsCJWUT#&}6fRB~$Q#!4x<Es!Kg&&DKGR)K
zju(26TNJ_#_kDt#rxb0nf_7fEb)N<1lUwGW1Ch(igE}!QfpVo$6kdD+=TnU34eQ?M
zP#d-o?Dp7+46ifLVcj2T3hA+{+jv;Wz*e}Ckb#P-RZt=Q>|b2OhkR3OFy~m>G-E{A
zFlprZ{no0&;9OZFL?${`OST4u*z&ml>)gI+WzyqvpfU-8HKdqCZI$~?7@t=Z;r-mV
zuKvb*r!0S;d+gpAL5TWeFYs+XY7J&KX=BE#flAH#7I(Wko~iZ&Z(7W)+mXizij%*$
zT>c%t`@8RKcU1TKpvL~7#_?46t*h88Cy_7jCd-{iOI@gSC3b#&+nj8?J<-7Y%bQ8e
zD^-*;sKV~7ez#Kzn$D&TxevEQ(XI<q{}ttSVPj}eRr;p>_}gHZ%z9pPlBKT!4d_uq
zVEuTz`b))JgTCnIPg(nV7GqOgcNY@#P5GZS7^V2!l{$5euoHRYboY+~$4JBQK;dLp
z&9Am>rgbxMrU?n=N8gz0zx{u-(CF+k5aYy1?wkg7%Orc3dIxOzbhqIdwDX{|Rp*t3
zCZY3Pv5RMN_^CTjCmd<H;3u9759xgtbX|)IRs}!%e_POV`@u{SIq_$wtYy~p%Gcn;
zecu2YV&<xA>QLS^X5?2{aO|japzgb5^ZNRk+h3oxx46(}n;2f!GCstYGR9)?jpi>s
zqcMHm30+Oi<aFbYANA5QGlAzZ6`sX%>zdt!mYNoP0-MkL%l1Z4P+hPSATGauljOiU
zRa912R)~r{xIYq12F>ig|FGC!ytuf81C}E9g36nX5rlOkQxwwV3G7G{F92dY=t%=U
z=fq-RaDZTN_Em?n%Gaz~(D$7M8`axgw!C3Cf;X-07(wmcrTRKBs`ZD!&2;(*=I8=3
z{NumxKAY^hUebYe-tgTZS%c*8L?=s#`DJ72_1AN6Wgvc+E{}X9QhTto8Vj`2<4?YW
zS~PMN_}Yh*VVfJ9$gQ0-SPR9SYq@oqtrwo^Hy*36OYZsMW>G##7~J$@b53wjjS_xd
zzt6$@Z4)7Cm((as;{p<b23#ex&xAQU-YPF6%mIldlrv{zQeOR4Xx0Pzth#8KJ!;Gt
z|ADUN_Dt_ja#Bw-8(LEV-tYQaC%5#`qA&hAG~fT@`L62h*Y09z!KksrikMj8n>T~=
z(=Wa`TW-zL3{2G}m$R8QRMq-;TAjE5UQYdZo-iQ7L(fyc-t)^gG^yx<q5Hc{h;h#)
zbBLGyh2(&gF<JUfwZoS%3@@#%bqF`tg_2?eanQ6k&Pcp5-B5}-Wp;;YmdyH!NaR2I
zav|sdW&_~U&v#h&VM_Ww3Mpw8T~pQT<fZ2zhnAR!X0su~)$2#4xZnCdtUzR>QMH&J
zS`yd_#QsRVEBr}F*+})DLQAak?wUiv#O&{1V`U5-$cjg<<!Fk`@ub(-%(S*+)Du$h
z7UsiefB$m^Oe<=HET9`kfrXD<%PAX360a=$XQ4L-hveV1#lUb_AS2~8L_AI`CngW5
z*Q$5Hsyzhfz&LhuP;=vtO8XeX<XHM};`QX@?!?6I<OGZEB#RypJux-9&Tez>*+;T5
z3JBf9jI<p>Of6C}{erL-iIvVJpI_w$dq&j0ENp(AS*=hRs!~v{Y?|%<E(H@R&RE>)
zMBNk~liH_l_*3Hrzj|mN!|X>1bH*X`xq?hov;R5-=Z>6^{m>3+h1K{JUlv9VO=Z-Y
z)f!-CfWYhq(=+u+S{9&tmw(8gEG)PwF?F}|;CMP`wRj$^rL1cAPSM=7`0Y!7+qh(v
zn6IX38IPNS<EEj0=6h&Xff9dB9XFZxKi7D9!>r1bV;T^8C(?y~zn0Mz7qAv`((c^u
zyq%h#Vr(-rO)oC_vElpF#f2#GMSU=_`{R&PrO=a}aI`B0w-N<+I3yttqGL&-V+GM(
zxg4YR8jttVPLR^k{+*y>M6JWL9Pf}zJ-|sF(N0|*NUe>hwv<`nG+7B`v1%&eWK~lT
zI3~*OO(<W=@%nkPXkptG81soJ<{llSfr!!t@|4noO6H#27<l<Z!5?<=1_c`zh}v_A
znjr*>1|DQ&KA<uyJ?B+^9KK5sEuK9rX-8mTMIoX34MNcXq4>r}V)D`#s@zA=t}klM
z&s0epO@QjXYjH%h2pM8$7^1QpI16;sE7J!XNGZMekdIU~7#Y?Q=F=6ut0RxsEOMO7
zx19ZAIrVvWq-a$%7pig;2If7l$X#q9lfy5D<K+6@Da<%5IP!UG&1jS0(ZO)&onbXe
zbG8&-FUL{2n~Kky2d{4Yo8iwi(Q+^U0ojd|xVEUi53hh$9W*hXh;AQ-K^`|nT|vQZ
zuy+xHRdHyj7cYqnlY%6J0=>NIeLDDxFuBzaG&zLsnOsz_ls4Eh#X&=P-p_E}FANO)
zfTygT{?fXhyJ|n0OtYFy%L7bf15APa$xr}Vl|?(|(}TR&tvTP03r4$rZ*r5;f`jD^
z>zwWn!c!%osoGHT2b}*)3{FF}dgMUtT0pX6T9_(O8~y}Yyr@Y*nc))SEWw~t_jWaU
zKv+rlS%Xp+%NI~PGP&7I{6Yd=5;8qUOh^_`n%+&HAD>@AJXYZf*iri&Gq~!&^7}N;
z$G8?vC<N>|ltfj?Imp>Lo~M0)LXC+yEFFS?R!SsGv}TMFH0UdpDs|^1bk!d0^br3P
z|BVTNucmO8he9!5c#J0liNVV$QkN;rJB)BBkAxjod>IY!1K4nxODGr#HiB|L`qZIY
zA`x0D5&B<imJ`hAgC>1@;yVHrz(rP(7;RXL^alVf2pRODv{;1(O3Y>~N6rZ&3kU%)
zv3v$+`OwlA=haEH+@c+Y;6tXsv`7HOBjKS>$-$=Jwt{YpCv@PFiGM~V8x^M?Ve#as
zr~d&=G7~|?F%Uc8*mQ~~?(4ah3;!gU<4*^l2C@H`LJ?rIe;F=aoxA}ZOkF^9Iappo
z8GaH0je}X8FwqC+m|0XSma33Q?tSWEwf@r0zkS%4wy(|01j&YUY112%n+oN7K8M%m
zr3$K9Zo~i1m42MFpZv~e_=b9sb#)nk^ZhSj>KZN<b}8H=|6@@TQk&B8JpNr<KBRx&
zke+Sm_eMDTkpNfZW!9f_fg3b06>)@}GS{Vh$b-ieG`TNQ#vVYPg9u#-uZQJ*1^gz<
z;%+12Nbe92m5q=szr%O@HReW9v%@K%7L<jfJTzM1010^gLPuMBp+26Ed!L<6K3}81
z<I+qi{X<W{0c?Uw{=t4)X=^(Hy{={D|3ZnsfKXyu1jkJ;p@P6e2O{j(g37D}w{OWh
z@?je99SxrwIhww(_kKQP?%Sv9J?MfNI5j+LXvq2MptF!+<md8=8BYWddmzFDq4|ZT
z<L&KKo@Dhuf1Wo~h}KHn7e-A#oS%^%`$e!w_~6&P^yIDUoR{AUa_U>Y6x3AkNj39I
z$nr~aNZjL<?G@@D78#p0UEQKr>PN_%d<w|EY3rL`Xd4<H>hAf~Kk&P~W9;YPpCBBB
z2*UerWU7{Go4~_Aj-LLv^t)o$MFmqL*N6VvBSf5pwXm`vbSpiOAY`6qhAvgR5(6};
zYVAbyL*3hWr=PkilTk%BLq&L^VI$}e;m<(-@R-t;N4*eccGb?2fN(}MlH~-<B^e{n
z2OvwZv^T4O_iHup77{un{5wAI!^W%Z6{~y|C}3-ENoE5cZ5SUi`-YImECm{fmQC3X
zHV<Ndf&|?9w#J$|!o5feZ7|?**r&697Gen}ZVPo^!G`SL5ycYR5L~V*d{bmpJ%`XZ
z`T+`}c@wcP2~fUVH3$PlT7M_x%o-ve*A~_e3t8e00k;2egx#hiqN11E3{Bq*25Q*U
zPTB{9INmiw$z>`F{6rTa#;q{!Y5byn>iV0ErB~@&FO%0^XYE;KtvF=uIAm>DLHcZ`
z72**6p_Z7?c!HiPbkQMlqu+dLTeH5=X}J5zKYH!!kqr1mGUEdRE1~Rj!c_&yL=i=5
zJTmhMgGM1BYm%Y3?lAx%`2v5>>3eFn@pXiUIf~1OvA&u}(Z*9bz!yY->QsLjhzZNZ
zcX-%<;ZQp)qZ%x|HzH*)^7*|ev%61?gj8lqp5)<)06~c2H!6__A*A-3@2T{Q_;051
zH46BSSD!K2{7AuxH8Xo&d=)7l@>v-NmX`>0@Y=iUB&MG^V-tavBJd`_JGo~s4H2jz
z!@`h<Ipx<cP(T)8pC}H7imJaB9z9j%-d`FIuj5Ji#iP4H1jLst8dqjiH>zjKHfa4)
zc6{$IoKf$0EH9?7E!Feq{nPK6FIV$1O!pU<NyWD=hGvNsVP-y^zjQb?2tZsrTT-od
zU;vC6tHXa2{`_iq{Ob*3bz&Q{ckgEEbPU59dhdE;y&Y3Bd}a0ebn4@lSrQNC#V6b=
zi`@?VW@tm)S#<~FGGbl>)|?eWAC{8^XquUbb5FLq4wTS`dz3e-hvUm58j*nrddPwh
zWs}(^rheqcrsdy>$-kY3%w$~T@eltcR+Wz7WaUhuj`z48x~CzUvLzJFT-QrIcUoc1
z8a9#$^}0D`hei<-Om+Eo`p_7EDRFYTi_kCIjIY@KnAL=rq*4V3t!(PFJ$p#+FqGai
zZEE)~;-}WmKh-Uc)#WB0?I9EsF$AE>)LSdUNGir|RLO>-oPKqlepOylb!X&<pHEt0
zB7GJK;cZsV*p5+ugbxAgIHd6`=-UbS`ziQ4+AGlXLf%A9jw0AQO35Qy`COj3)5mAT
z#j;oF8ScGN=Up!NsIcLZrCfXR<33s}u8?CzvJ_eMX3{z^z+W)zd$b`Cs0T$LGiyFx
zjc6T2tx9P9kIQM=F7=%=J}WH$`x<lg{W|1~sFjTga5-Cqq|GZR8OaJ?FP+#O4Osj}
zWe50Q#jP_4Gg;;Co#^(Yr<T=M%lupSS{OWQPUnf8Vqu4mOx*u<YWIzp5Bc|W!goOr
zAbS_wbTJEB?~1DFr#r4PLqdJkG)RmvjDK;?HJ581|91N3>vfv{WnWo+*%<^U`qki}
z0&t>Qjf*dACyA&{KEO2VQvMb9#&$F#rXA=vrb3CXnf}*c!@c98x1PGZI#@D&C&e=k
znHEl-5k|&BdA0{T-6nH#ICFM9sB$>0c;i%E?EdiUyZfJ=AC<U_eRZNul(0*lJ`g^|
zYkTiKP?ig>uIPXKqkAxWzN5HpJU=y2zUDm59rxVz-1t4j@Px$Z3^GFjo}nb3y#<+#
z4v|z1l2B9rHl*x%ujitKhs3ccBy%WAJd4Ix0(EV#H6{kEXzm{?>sXABpC~_E9=28d
z%N0@*>1(Snr-Wy1Y${1JRb&1mtoGMNfNlMCCVhsizKq|aMZ`7c^l#wTQjxa|*MxNN
zM`iv@%?6`X&1dsp(NIO2=Cc^Zf6cf5c>mi<^^8yLZ0_mfN;pezy1AV9RspSarvCi-
zZe8_PW703BZpO&P>}E`(;Nz4XUR|`JhpM8Nx)rDrzEK@T+G%6d8@}6HojXmw95nFw
zu7S$<TV3mgFa6(j(lO;N`+ioV%4npK3Tm$ySMv4n=<k<dZ+qE)rROC@>*JYevEKIP
zc*|src;HnB2`-eW&xh_1w({V>F4!YK*U6Aut2bh8^*VSArF%<P@3fy!a-iQxB|kbo
zm#NZl4#m~e-Ki85x^w|SAc`^QYeL4L*yQAT2nU=^uuPCro$^;*QlU+^w5+nm&1Rbd
z#PxJ<%BFJh@$Cvu5^zAVKN3&mbzl6JDL+qHxPn|zKhTEKI$|-(-cJU7Ex<%Zqsi|R
zwBWJy(dXud{EFz>Gam1miTmtV6o%_S`SjAAFPzJIpVMz|rECvivDh@R)_s2<OO7E0
z!k(q)JqJX8NwqG0ig}{EBbo3)aXv#(4eMU~ze|XR%QN2x{ljE3FBPJ)y!u0uh0JdP
z7=M`CIZ(OzeCvVD-?|o*$|V1qnf*DFlXEPv@p|ILb)KJU#`b7PO8`dB5IZZ?=HG~z
zKH>3$>yG$MN#NUMe)OPrX{n~=eZnxBmnv-wrgNyEthVbVyu~U){m4q)m^<_RGl{*p
z_hVu!u1|&<Ht~^t@%+#4Om)$T4Sab!IWhO<P1Ee8SNV^l%-oG@T<g`V^Q-eX@5q(2
zB%Xg|Lw}xUeQ%b<yz^bU_}xA^d9E^Ww83CId`~s&Q~Go!>)a>(5;aP}=(E9CS2b8|
z%!wGUmpzH(%em6AU)`X67+qD(a=fCJoUW3MlTW;cM`AjrA~3W(x;nX`IX%3Vd<hYD
zKrVO+Ga;7}JcOM}Gkddj!=#NNEXtXsoWsB4Y}b0LU6)g(4hBErxIrzI{%^S!kBEKP
z{zx9&Vr7@+gtXiz`;2sA0B<4SSY*Ju2o&G?&_y@IYE`j|iUz96syW;-#7H`=1frz-
z0$M)1gw!rYoz<aR;Ur|k)5Kk!sgT&faDq2|hme|p%I`OABh$q4b!c9G<Td+E>q6cQ
zVKS-$2)!~kATJOUrsw^|P{7o|QA`dJLqWxn2w^|->Wt~mU1BVv*SG>c<mk&l<ZIyT
z>+b6dlY!nd17bS3U|C2S0wC+n9+;pWJwt{v{1l-O5sm3wgOMgB^*wsD<&R)tJu(3Y
zvy~OhXMQA<b<4RH&}z$YUaFvB*N9~vQ2#_-Ag|To@^r{6c+>D@+kt)GXQQo|kScP!
zb5K9RzN~iYMQANKHA?i)U##f--#bJcAo}}dbp~ekrP2!~&W$bLb&+2KM+PeI7$V=<
zkc;pfjVrmtLqt}*b*!>Mxp%qqA4z9R_kN%5QCp4S7N#y$vl_g`8I=tR*o);u#&{`E
zA`T>gjE2{>@=4$=@g)<#sJN%OsgKh>s+Bcc<wQDsF0!r7dTaGW(^%2a-O(Cjd2IeH
zibLj&IOltDem^cLXD%^ME+IE@A-%X{L57!<;Z-D$C44<4WEvVWo;Q?kNvPeOaSMN5
z^=)@~lSRuzT}e|t*GxT8Sfuyi<N$kH--F-%Tt7cB=a>J(?1u^MWQ(o%*B6#0hm`U3
z6KX^U!eP;Yi2>q(BaKqrj;&%!+FWJ4ws6a6^wd~>^HN}wfc<nYjJt{SY{zH}W;hDV
z6{akHJQY!iu+5?)(i=A(cXPD6XRMZ#!9DOIaIH9JCAVQA@O^8#UvHKlS5O(EYq3-0
z{H~GGbE86z*YCm~VG$#{k2x11tU-vz(}t66k6t(F9>ezAuSY;BGTFup52;bRgKSXp
zoKBb%KzwZbuem$g)*1R46R_)o1Ga<xjYv%hD|-aKWbU_NiFCo0dE^0xgV}$%HiT<@
zlbqq$kpK^cM7X7v%9F=eL#929D*gc@hhA@Mn%A8Z;qsr6#YDrmOXmoogx7M<2`h^*
zX!i$m?Dk}!TJ#5t#%N(v<&-xay0ofd?eeXqpSG%O(TWuI4HR~9KxLC6V!VN&-5=`p
zzVmZBA-gG<FU*{*k=<xWcO>0ZwMdXe8=gU-EH77MMU1@%<_oR}g|h&EvJ(LnfaNS{
zJLqYHj2yS)0?@z<38*N`N%(AINb}j!=m$z)&q)8HcsA0UGcVCb@UZ|~N}-;&FkK;H
z(}r3VN%pGHQj(0VOSmnMv73W}y;UCG*ToC^4((t`vv{OVAFV+Gv$nQ`5`sBy(SoDX
zL8GhO4(%Ky0q|*gg3v{-F>zASM_idC@BlSlD42b7mzN~<35ird8>MYU$0mt|>mxMO
znthW5nHHdV40`27C@N!Ek2Qxn(;|a3iHwkx-n<G@yK-F_?^D8<_k_u=D)_J9WGf%Y
zS3Zcax@fkdo#o|N<n_p~Q}-Q3&z?H~U7VYS_7zBaxII;eAx$lM-`S&>5=5+Yzg2#B
z8QzH|`Q3|T?~Hj&VNV-KLOu^~3d2Id+X2~mo5<5_3boJ{_jx_|GfFv@MK+?30V9?p
zq<EmF2}$0TzYpl=yNH@_2F=Y8Lw`gC2E7-zeNC7OIr$(Ym<?DG;lC9VU&H>f;kyqZ
zn_;+uYsg6w#hPoc&_fiw0FF6EeK7kzCj|2xcF1*?z0Auz-t)YB6DS*Sq0@^QtlZA!
zYb5z{dQM}q0p$LnKbufe*HG83Q<>QP%fCDbF%QQ{)GTHn2fL{_`q^DZ!+P`TZEk}4
z>Kd+D@Ec9h@Ao)}tDwWwjMikj_tnYdb(onoZ1r#8;UB8=qQzvU`^9W@A?r7C>~vr~
zvYe3HBPglw*E!RVnMP!(d?26k9We`4I~h;$t>&+&+US9QNqjCQyM<=-=Er-#2Va!Y
zp4`!P+In;Gu^nYXkdu_W^5pHn>;%V&ElnRut@FvCGp%z7?oI(_WGvqbj~*{<ySZ6Z
z2Cs6%UWrh+x>3ZkRD?Jj>lgYBy{DQl3ul*=aLyTv!lea7{nFNY8||83;8IrPY&z=c
zQgzeb-a8mQqoGmm=X;LJGv0XN=epLVY>+wEjN9y<DHnQ!@v`5$xcKuqHSXh5%ht7e
zD=eap<go+M8bY$?dnLxM_?1AiKEvuW5p6}%`^9*6QDIs5e&B~rnC3P50#dJO3F_#&
zi(Vw4VI0|5d}*~ts7AS7I3#RiL19G?P@+FUX)Kyf#9$|48h4d<8V)K*xZMLHJkgtI
z0>Gfg@Wr3t0oIQ*_VvJMy$#~=3d1hvFBaWvf)$4M!hROev;h9;B|t`FlxGDmLU^oV
z@~Di>JDu;ZH>5E(G99tMX=Q_+17CP({e6E%P@2fLtc854^`k@fG0fv8V8yEaNK7mj
zPo!#&#4kdw+Y*`WNUpK4Yq?t}V2EXw5e!$ngA&yP9q^hV+Hm0rENPI$Q)Jj-sPML$
zVJDIg$x&)?8qf~=hYK~u$u$FQb3~(1s_=fqy<Aefxx;NpC8zvdsIiD9yt2;5`Mu4-
zsSRn&`crj!DC(P$t;clx?&Hi@<ihY{mPI4RO>WZnLSzTLlm{Pjza@jee+=+!#SVp%
z-2+}9`iKaN*tYUXU&b5LfTZFT8guaMobkY&YQMwq1;|<&wgS;wcJ&)85qFc5Uk)9N
z_+#~86lhws{`vqBLnv<!!k!6*tpRluynQb|*u?+mTI}p&L~&7F6GA%`<)p#1ogRL>
zx)#gQKVKx;mi1SOeQ}A^+hD&TILy&k#D%WtNz8tHK3ny(G$Lv*LKUdB(28?=mZWwL
z(Iv!k3)_<mO)!|+C%(Xvg(X!vl&*>W=700P_l=vr<&CEAk9zuIB6|-;d%XN8zM+Y<
z9-Zwi%gSYsVEXYv?CL4uAWT5mg)jq_BID{OLb|2>^2<(nzrSb7Uy{@PL5hmd%(q%z
zh@U4it+=Jp_C>281nscCQf7HfvmpXlSQ0LBVjtLh{Pos7#3S2zBwqMz?i4?}LJsyL
zINulRWc%eOS$#b|bCNau2Jd5YwV~sH$}+h+@7!L9Eyvf?9<Qt~!<dg2$_JZGGd!!M
zPrRI$C)=l0?qL1tqF#l4qR8y<kmbk7hKiJXv}Ai!7JF2RMpcz~#BgBh?qM3aFjb<*
z9?tut%Zm!V@%YjH{k+;yh=UbOU)foStt3}k@izCNx#wnj7q)!E>qdI={G3q~B|48N
zX`bW!KCcyU5Qvj+-gFeGd5^qts^Yi>+Fh!-cU5z5g<|NH2Mtx&YC=ITiiHOsXt;&2
zY(qKHcQ19m<+}<LcUJpUq5Yxa6XFMNMEY=~0*+nEi;vSq`k@b(gkl_AlyL`!%Mp{G
zrujR`x;{g*K1#DqSns=(nT-s|Z3?xz>R!$Pad<qs<9c7lQb1(eP<{8{&$k3Lva@d^
zQd{V$2oyx9z*r0o(1xGokO!o6*zsKhn^G+B8s1$~tRFF0_Nbv}ngFnE+57A{ZG2W7
zdk7=S$9S;6^}GAl^Ru0Aft@cQaLexUxCA<QfDTqzXgY#7t>vQ_7ULoO=g_I<gi6&)
z^}Q@0L_eB3vuwHPYF`{E$Vpal={*W&x5N4iP%!eJ+t*xa93~9|xwE}eo<mQwm1Lqp
z44eHG;M5qjn+iOb?@1uiuno!PS?ywJWjz1dkYi9yBvj~?+5Wfh$&T1zNIAs*rl_3k
zJoNA3aAUvh9^chBg$ph3N@|qJ7y69kHC7>Yv!SOc>d|ScF)SKUj4|Y_QDnQf&UPqH
z-<-I=J$5c*keu-Nt?zAU&|uvA=V!l3l**^`E>KM8X!gh`dN&&uCtewu(NIu^cX7{q
zrZH}x^Srd)QzlU!Np3N@{C0Bt?Hrr=_-(scI_oJ`>jh@(1;nm6Egz5#y&Zd+5`OgJ
z8Rc{@R4R_ym(oz)c{{r5r&QIaOFhps{-eKoKo?W@OXsnfPn&xaAJ#m6^zoMGz?1(H
z^qiuLP6>Kq2zrJHlmX&IPW`HFXc4iRQ`TYeCT|2p^;ec^ix6xnsQ(TAulm#Gk4&bf
zjN6oekaM^q=wJJx@CE-s6Z=4eo<O6Hfm6Ml%a6~vyrg)I-~Fh)L_#dC<okAY=C;Q7
zuc)oE>u=0>h3H1iw-F=f!iHUsJlDK3y9T8P26r;!>7oY6l=#U)_&X!W!cFwK$`kv)
zKBJplv%ATyd-g)-q2aA-xnFuOe(7tE>FVl6UImIueI+;p@TpRdVo)$~-UZ~X6D;#@
z5N4l_%vYNIMP}LGGW8+#x>I4Sg}q&;i1`kyq>J5;GC>tcsrg8)CUH<22B}Z23kIOE
zxqsU904m$S3IAgiaq9EFdZqsoalPdJI|O#Vhge5c@M|8CAPk%KuTMjobK2i}Vmbw6
z_s3f`46pwk!@k%WZV%Tj8lIQjY7L~XfV{lkhyBQAJ;fK8Irt&TINm3tb~|C42F?uN
zKk;&93el3gPnA!PVOom_!Oh1ROFfx&Po!5qxO5BbB?_;onh!Pf;#ElFzi!<TJM4c;
zr#Dwt+^jR@R9~?5!gjW~W$02t=1lqGpBlw{hW4L~+sz^<KU<5#)8&ciuC1NOaRY`z
zp+SwTtPE)x5kD7uS8wgg`}e;|{;C%plM#BG#bn2}^Ets?@627-wVt+qf?-0>>ISLy
zQz&exm+a}2!|1U0FsSqKakcY7mF77Fl9?(q^^>ye59K)on5Z5{pmWGWy!lRVz4NlM
z#DPEtjvmyK>i;&P?D8o3(|O3yGzy9f0alGFx7-if2Ws}6o^1Q`BQ+<9Zr|}n>oCD}
z33HBNn*<-FcjIB!M;&a}*wSrG>i~mwDA7+tP4>TX_0tmYe>W}0lTtKNOcV4Z5)n)7
zkFN>$14X>xi#fu?z<qBGq1ty9DWflJe!eVr2{Djm0NJ&LcQ~8pwUNK<J%rff+fyNz
z4A1ZckVV9kQ(#65cJ6km;|V4#48V@QgtM)|uNV6tIf<EjGgio)U}dtQA92`@Gliw|
z6|hq_9;@*YmD1C87+mX?mSLKdr;u5l-8xucxT&?oQ$l*`5Cyf5B;8RDV|fyNdq@?%
z1|xn&{`finoqd+u=b^9nVQ#%B6Gy<gDTwi(A)jsnMr+1=w^Vb*oj}lIIGVF8j)w68
zZw!H4r552e``f2!B0PO*d`}PqDsi@Vjtjcpb3d-@4F2_)q~9FWG0eHpaaYGYfx?!0
z1WY27I7|tIT6|>?GWkfKShf?XFAUj5i1u~GeOzTX_tSOy+rR2ODb=YBrd)CiUi+K9
zv(r@8HGJzcVeS&eA@D|2#P1$+8aqwTQ9RF~4iDK_&yt2vFAJS*Y}h+GVo!zhT*A0w
z9)pS0k5g%xvnii+GExkf_^FlGZG+c&AoQKM2zlwMCgRUSb)@_DFq%9kO0m@nzmXPB
zLZeWkO~{of?82VqIEQ0Ge6zqA+Dy+pHOdLXl5gz2YOE9WxPRj3AQ?f&O4}*>a#4*1
zO$jNz9qQQ2Qey#^Fz*-%o_=t;vRj?^ue#{pyX-CTSKClgH}eo8d)_8d7;cP`cq}$(
z^kmV<9+Z&WuZUweo6QY-sn=ii*?MNO3hrk&iJc)gu=CrT-MF8<B2mKm$=q|e$|u=h
z27V|v`<Au+(9B>`7F>LWDjo=x*(Y*>(g$(D4P^=Z_Gjg*)T7bauPE&A22Kx5J4ep4
zn<E3s;Lw5q<UO#e3-7<@T_U&nf4A_{Vhw*Cw#k9z1>|e3PA)(8<i|}{KL~(Rk^g?7
z2qh-0e+JEwPMHjlp{ljxq|8xAayv0}vem1`lBy!#-wo3$oGl{=(j<Ato(RaRR9KkF
zs!^GOQCXmPP{3xWB(y1Pw8!bM6%;MUo3{*Cm4ijRgB?G%lTdH~$FT{xqU5Qvk(w-V
z0p=Xg(KaW4|6olRmP1nxOmr7Y!M<DkibA~Nb?2+>Su~VbP9EB*CZKS8hlxAYzVL)?
zw5qI7o7fcY8u=hiqQv~kEBY@Z0?(ZCUCBSE1rR_1{5eM<2c3XgfC!;+8a$TwayhBk
zb8oMWMxo_a$D&;}q4K-}V0tS2Jutf_tD<CdGRf#_L9P;j55u?u!?NYXpNfLyouI^6
zBshb0V6k&iQAFH7nPbcG3GjIg5j_X(V}#P{fL9lCqB2jix$A)KC8AVVe-3Dlm)-x7
zbk<Q#{(l>1W3UOxhBN{jAtE6uARrqp-Jv3#ibyw%0RjdHN|&^VA|a)8BVCe8mxOc-
z#`fIb-*XQCa1J|XhqK+E&-H#^*XvS`tm3gWmUmH?|7$P5p)SwD|L;w^+naVWuKUzD
z8AwS~m?3PO8br=2`S`51&(f>8bWPz=Y={(_?En5^3#EN0mqKYa<`tLDbr}d3H$Qc*
zYxJ<~7)l$g1nf|ym4^RDdtelcQ4ot^6q8svc1m3t0=8Uzsk8uP(^<b~ldHvztc(Ml
zf$-30zeyNH*bxI+trrgoGwfW-LB#RL7feW)5J6^`g;i>A9}}PN$#pqje6_~L&tEt{
zxhCRTXgPPjCCGw3i^g`{*+0#r*qoXF_d0Bsq&$C->uZruaI)yelGgX0iY{0!BFE81
z=VC9oi-%0{_e(hRnIHK@(63&WJTJDo_#Dzg{<=xouc6AOOluC?(2nip$%&%(ee51h
zpF8d{1V4iB5rZzf!-z2MmDkSWWh1*jc`pel0TP)hDAtO9y1gFSo5i7dr<j-#y~~h3
z5x0Bm3`s={i@_B0(-FHh@!7^!9lM9{m2NX0M9C)Q0V!!EKthsFYYo6l%UrqgR&>?m
z{$kkf&DSz>mnPnE2Bl!|IkE-q{B-ms>97?JxnMntc=(1#NO-U{q$@DmHTLemnl+po
z?MUdqPm9EWD~mV$31EV<RjhYa;ghemE+KVW<Kr!bg%z{iYYKpTP5FGY6^$a04Zx*`
zE{}VEis+Wj&so%!i-x)eyNBjH&8v_7PZ|P+79)S8{y_a|@`=$=o5__+ng+fGfrf4t
z3<kuo{RpST+M7aFfafGKMeZM925uc-6+nR@aiMW1kyx_Xg(r>zqGFyZ-<ai{Ls5I=
z2k<EQn|8{~M)cCu5_*EbS+;Nkl|8|<;m38y2C_>=Y;8pl$R|0g)mX^<TeflWa2R^(
zuoWHVPPR^F0@pta<Hj6-6ci>$V#sB|bKMDWNcfg(hZl~;(?jNV6gw~Sj1m%xx+LGW
z${|AKLv1?f*t|lt@kAyyMN>W;fTmgnGOybw@ES)0#C4<lyyJ>FRIo~laPvCU#BBgr
z77B}Gp{D}Rtw1ttN!DHP8?EF|Ldgi2CKu2nmO3z47Wsv%2d#prh^&Dc<$=M=P@{uT
z!9y4<yG6g*q#d4I0YjU2PCw{W-sVc)hbftNOs6R??F`Vf3ti(7ewQg^lvzrKw*T>Y
zPuV8yk%4GARL`Z@OoK(!CDrUfs?&pF^#?IQ6kN#SndlOj$ThUeg;dvhZ3ndGCWT*N
z<Vle_jlJ4chwk_@#YCBe50JEez4Tta^xOCO_Sy|S)&wNciSN%A{e4>ZOTwRxqF368
zooog2%$0`85xvNQ2Z#DZltzZIb{5lnqKzgE5kv>ejMVUGi)6VK!>Ta~PDC5qm*TL+
z{WxN@9l-a@s;8($ArYZHbIA_4VANj3C_1yGUy+_AX$o!3ocWpYLs^Q2D}U2(2qbUi
ziPqohiOTEGR;6bJ-FUzTK5$FyA2aC8qSrPuOqMLN<p8ut-efd)RG4>VF*;$Qtb69a
zb#8lY{HL$bCphWmtSImN{v!-$zf#~Qj172G+g}EaIg9?N)q`#@=Lq^9MQDGT_-V3*
zGqH6Q4v46X3%94los+iN<=68c%!!LDz4N*W#Km0{a?p){{aAsOsW?B}|Mj8PjM!97
z7^^5mN;6^2KafIwPIh{aG72?RP;1?m{jp7{903XvG{nWfiG-iyh+fIT{^9r2xgWg_
zJ{}%?q<-bJ_g5H>wrYLA5zr(>aDBEiJ+o(&dGl%eTdu8qJ*ln_uDbGbss2@Bag_=u
z&LN5YGd=lt^bxO~r$iBdg!LkuGM!1@b$|17f7FMV)cz3oTAgCyl5Fwhnw4u0+A77b
zM)pD**vR$La61V~3>n-N)IyU(fIhJMr1)~-m$L$I{#;vbQRHf1#cG2!!dx}4*^q1>
zXVz&hL^ssoe@{(kvi$emYIpVo7{9qwVMOQoIoR`f_~YE{$6TC`x&FofL-^?<LPTQ_
zw~STtsbXGs<fN^{zo^<{GzQT%Qb4#xh{lRb(`|`|oi5B;2wdI6?2txoC_{(v7nC*a
zvcg>3SwZgEH@;iO7{d2b!WJzn1Rt%tg5*Sz^e^hlh#J^-qZT;1&JZ-iiiV4@r#W}<
zaD*!0&hK;2f}K@hlU8+);~52M4|Wj^Jy6p}z@sv3=$7|YF2+86b^3NM3~4D$+hoZW
z*qG=4O`PE9vvNc9`kvIckQmGxztB6QCpQBQnaN|VXr)5#P7%-t6J_eMO}MPrKbt;E
zh<b2iuTY>~=f_Kz<0?f7j+R7#=k&{X_i%r(o2PW1_D<*@tHbr|UXdTY=q>)sg2t8n
znx%T-7quB3lUs)(X6t}t#2mJ3xU2<+9=Hbfo7+w~E1lg}s^h-xD#}+NEnY4$UUp;n
zbL&v`#O$ZuG2Jzr$N$_OY(C-h5xeavCB)#~shb(BUehyzSt<Uo+rcE~^~xf^(68MP
zzU(Ptls5dOclJxyY{Nu%!(exK6{0D5pvhFY$+Wb|lp}QF52z+Y@#H|i)x2O<JJbE{
z4QmOBZF|cjd|Ra8XySDTRzLd(egc*MOzr;&Y1A90`YVW>8>>wPY7PfC%&S!Cb1se`
zL1bN}BK_4O<Aov}h3F0kR0jp2U7sHTOIg%UNzhNJaIXbE=<@5fjm*m-X79=07DfXL
z@U#Y&awg{2@5&O3tUmYrFh~me%t!LgI&;fkvHW(FKQXE&E1>W<F=WOB@8b9C=3^72
zp9yyS>ZkAXMnNf4%^StMm&)XeNUC*#&i9psidW$Y2jPpJd+-+rR6h}4!{W`jNTS;K
z=qAkvW~u=}E-pqM9?xuYwRzt;I?)rkD2~zb#8&79H1{Jk5q(D07}6Mz-ShPFqnDAJ
zo}M)~PiJF0yee}Z-HK+HX_=|j)5-umhv!fWA_f7g1TQHQ$fvFGRtreqM5PuZ^5YMg
zB#!RQ3+9yrisS0p&MSzc%e~uiq=ifBLX)Y_iy%K4e(V{k6xvK7&yT*kv;YSX+@t>j
zx!=Ufo(mM;Qzw@F1G=Cd0_U-Fp3=0;{@__>JrP6?1EYhT4Z1|mp_bb&haD0px120S
zb%PwU_lNExld*SAJ%zuoIQrsu!h7Xz-0>6K`u9uv_fxl~`8nUR`ejS(X=CnOefy=K
zTJ%3{n)z(D#yj_X?E(qsM`yqO?rRw>uixw%)P9r6Zsr<$)$Pqu8SSZ1uiQFi4z$9f
z>a*#b!SuZ8+%MyC!xXDWNhSsf58qrWJDT3Nt$c3(M%_B*eM)ob>)|%gIWp#wdKB&6
zzb&)o%T6svyNLWEhARhV%1x#82k?mnB%}wON=>6f5ydwc)ioFuH5jE20x1$(uK+e5
z^=z@o19(?&3G|q}<fL`#rIteqwgm#dYE#SraSPQK!2+1B8oH5L%n`bH5h_aapPu7&
z(GPN}O6L+?*y+DbS0NqgzQ|?(^k;<XZ(#vqIvuQ%(AtqCdsa$p{e@VBGVj6Vo&7P8
zwuFHffHuq&4b@LZZ_hR7JOOSrb=SHzNiB}l?uS5kLd)O_@yKBJHI_Q}sjuuca?v|K
z7yT>lD#d`t74!$-Ea)>YJds_YCz|ZGNc`(Q<Qsjw@|W+b;e{rzN}okVD95$jnjcVI
z`fItlY{Izl2+1^cjd7Hfc_f7$;F9M*(0Ctk>l?*iO;Y(wf-=_;I#ZdLd*G>c=Ln5h
zX7<N}?*KQV;YsflDh5RaBf@NE7}7NzHA;U+HKP)o+G2kDXO>8BI@8DeD{r<ta7T6j
zR*Gx<C2<C<n~#=uxlXRx%gq+eJm77~<`cuU-q~~7!n18$Y;qirjU7&oQIAi;SKYbs
z1R47G4Agzv*Jp!oezcXAPOCM0oMZLW+}+IE9IKQlf5TUjCzSi9hk%HSEZRXWQ_3h+
zjOS<O?cQ{O-ZY`!>mt`;83A@2Q%@%ad0u#SCLvDSK<lB~W6#ilhC0z7qH@~ru350J
zTe0vl;D0!NzgsZ<=tg>4*8xrbk<23WNcllvZa+`!QM+P#G`S?LBH<1#{t5fRhz#$z
zOe7<u--g|NL>`s%S2nLN=E9`(;7!Pc{mHB-@Uv(-85Piy9MBUNzygMzvCPRkcguuD
zl>Fsjx!~YBx&+TCFwZDR4}@^CUEI5K67-aPZ&IE?N$#5B<m=q)yyA5(+U>5w?}MKm
z+9sQ@_7%NyFzfbow!K?jktuhDkh3gSynJhNpY7Lvwk^K@8zDJq8?-{+hmDA#?THT4
z5#Jab$Z8!2ML<g^Y+tXEbP=H_Pwi<D2u8`tPs#)mE)av!22-Fqen>I8a<!mc<Ec67
zIFx3YrQ~8-BD?ExK5&z&Ml)YEyq4BOYu-d1x)O3j6=!PZPeRVrFZ-WTpBe+JD-iUX
z02ri-;2)+C`}tdr{=TArSRBiwCsx|-p^75p26xqOwd&t$#vU9aO6*|OJ`>Q0Z_?9x
zT9<lSB}63VH4C}+dT7@_6rJKQERP5LEn4B3lXzq}$^`=A$`p-shrmWUF-%JLSXARV
z=t>G{fYqb0cfF%{O%6&lvfQPEDm)A*a@=I)_fbies@~O$O}-j;=eMauslealRms<e
z&bTSMKEodlx7xvm;kLT`Fbk-nl+yi;q8Bo@KVFJcc+;~l2ZtfN^X1v~5hcSkUK+Hx
zA~9<e4|(2CJt%eVOB5u*7(piqbBo3x!as*2ymjRxu17}zVv#<UUKK!a3PCV2upf#t
z1E@De$XE1vpWs&}#^Iym)Wa%1h^G6B4fHbx$Qgs@+(-Fyh%N)JIOb*k4x_8UbW{<&
z5>9T%3Z7BCIRlExFZvq6XNWjqyV%jcPi<3(V-g!?qReg&Q>EcXaVPTIro3p8VBMqw
z7m1~++i*k-%7lXv;UFgPEg0J+S!~hkZy(emwlB*04LY(RU@Go$Hm;2s8g2|~7_@{a
z5tOkPVdq9fVuy>`sc-ijYa63JrMI+PFmK#p=%_y6IK$Ps7Fe{NQQ$FzYi`G;HxVma
z76!jg=kV=ledY=5P?86sI_Na9Cr&H=OkkzV$`U&i&8<*3<IsWa`gkcv?Cn@JenUU5
zKo8y|oB+$n*WY$In=d|YhgxIz6(gc`kBQC8W!fP-z?3nlNof;(JUG9Glyn}y%f6&N
z_;vPF0VV*hxURJDUiHZf%8ga2Abj+^HtHl2vEtX;4AhJ;!H%RI!prmp6zwVe2zrMp
z1o8(5m<W1jxl8g)pMpVbo0-#TS)MNpW<m_3EaRGyq<lR%oGU?wX15lnb&+_Rw@>}p
zD5Cv@PhKyGnx#4B>XG(as(!s!K=j2Ze(quV<fF&(uP%^MEog1Hr6p(cx9UCo_km_h
zx#Nu!{Q7B`{CBVY*{4p#;Lxr7(oR9G_cw2@3La#C`ZqBW=NO=M57N@^?9^wkccG1y
z{;kBUVijWI^+_c;<(7s{Pu$D<v{z%`dvOORF$_PH0eB7`PzI5TBw+JaM+K(PT|fqJ
zyEc9)#faA-h^_I@;Y1uY5hQ@Zh`V#p;B~vyfCDKb!2F@VH5iapdyg<G7!k-!Gq4Cw
zRK-w0Xsx5N#2}iW9vljBUlG_X^C7KK?Qx%-hQ`z(;X{Cdphf~Bi;QtU2BC`y<ZW<v
zJ)XD}vB}xU^`~9YtFPg}4j8Qu0bf8d)CE|5t5(!ygxCQ*6@wxn?7{Uc4FK34(Fb%m
z4f9h1AXQQr3>ZU~D-jhL{pssr?z9P}Oe%>8@Z6iqs5NLG%k>txDX_B+F4rxu)pZXu
zzcHmO1XALa$>EiK$VdIfFtc>b;+gdcH&hzUaQ2;n@&_|TP;w-dR(oS#TVo$jFp80G
zj&ZT=mFUnbeK;!@vQ6G&C&Emppj>LS{`SmAv1Icm*uVR<JG#`nz?<J@QFYsfxmvEY
z%czbfvP20O7Evz{)TlOI1Zc?OkP{jNvYjl7n<bq<c9ujgfDJRC8K#R*8r@!fC)5I`
zhM^0FnA%vcwV_*xs^a!kH(qKk8QZia%7D5=l6%E-2*6Tv+iJo7nQ@M*sl8I139yT7
zgGT}Yi0Jp?_oa+6@ep9pP;xl*D`setjuDZHk<=)YO0jr)t8wn3@3%&R@5gO7zhCMh
z)gNfbBd}+NBY=#g#VA-4hW99PU;)b?TF`H*g73_nANyZVM3eouwR2}1)mdrvX4XB8
zNXw3npSI+F>v(}WV{uEs`b$dh`G@ZPY(tzyulKc!n5tWSjct7RfsC~0Xtz1gC8?r{
zl5(5_&<tzaet<cXcs2?b_3`kekP-<6048Hk(YqaR^z%}}<<!BvbV}%qIl&`jF}nKu
zu9;)=qwLUcGWb9n!m2K5&);)ne`O*6R_5PU^>4~=*P}Rx`aTE=WDB)Qb?=Rth{E%S
zq`UN`y0ekjqvdD0#rIu<4)7=A-**0fd^DyPr=xIJYTw?AAZBkzLxF;vz~_ao5*@z2
z1umB6b7XzY`b76{-?js<yC>!e>byv~-pLHei}AJWvY&UYvO>PfQoC_6qfFw3!Vpe^
zqeB=96_*2zaZ(r%v$Wav<@(+AOl!&D)iu;3)tB*h?+SD@uKh)-cu;?@@R}ZxNHYjS
z@)@>+&@?w8@J<R^m5XE5bMNQ?pD2HCO6A{j5r0sRTir0IK;?Vq?YZE#=;E+cO{#3I
ztB-Zxnh(8_P3CCKx*o)hUaVp%wMIaeJYCk3#HZSNnhX>f6j$a;>FmG;M=o~z%mX*D
zZo;IJ$0xvzjbjS!ZGztT8ZZ?>Xdfd+Ig!T#0?(564i7$Tzx}$Z;L5T4mS7wDO^pJF
zO90J+;>eNy2#mPM#coa7v(LMnHlBPvJ!eLJ3B*hv88ke;9#AiJ?i)fw7jxsTtBrj6
z-wWT$i!wV7tE;ud2XhDLR}*DXvrVj9fik}?ynXjpm-aG}Dr!H|KcD1lw#ra}_Srp8
zQJcHXKR0-_F>NzQZ0^{;?s&E}s_fzkaa{PKA%FY5>EFxbJh|AVjN`n|cfK<_Ogm{x
z=rR;?3TlH0<?)Qt*$iB7uY&M7_haI_)oHp^kGi9LR4J>Y&ZQ^=C(dO08rXZ~UA2Cf
zzWURD<7?52+g-NI?O^7np0tdc3oBGp+)lbpf@a%YDRtMGg4k00(-N=f^t~uzR2tLF
z6yQo!N}cden^+nTNS6vstM-3Xb@A|+a_Z^}84xZt_S912icB(NpeBQlCA;5unZJP=
zy|JU?j|x9c7XCD&S{8YgH{=-o+$r*FA?46bs4n06TfQ@RH=f@%@_>IR7k1j}UfZf~
zwg->k8jNTS&$Y(Mo0Cz6qYx4!mWSox2`kMBQ35F4HI*zyuj?;U3O<?jikJPYd~Uq{
zr$o5!v6X-ArwvQ$n1sr=bhzS<v)qIHuO<I6bV=lA(f`sPJ^p1TCm@nXj2>OSI(j^l
zSGd_W-5dV%6`|sQuvi(a`T*BpA#ZFc!z;-4PLV=o`ZmxCVlZN9Iw6!ap~0Jk&wH2Y
z>Jb>|YX|_M>tf3H7FsZ9q!m&m_oLhaTuG$)6c3dG>gJ<;;4P3Y1z}sTGBwlf1zTBy
zw@MFmhBOkaM~XN&qA<o3?^qFP&!A_mmiT;yePv>EyL|BnL%_fKn<ySiM!i43j@&aM
zgK&;Vgl?N%lw2m;5fT@XHxSq}C?W9#@b@^aN1SH`okJs$#yeN<-`T#xdGf>PQkvMi
zpH1YtwqwN}E88A>&o0@&OX~Ow>ar?m?ZJmk>Q=m29`7W5LG5VY?n>`JCeuHHpT3(t
z@N2GFv{W8zOrEIc*zv2E`*-9!&$-cf16g-R-rGwhG{o5Bnd@2aR8L_=!XeKq37&)Z
z?GdxDnyv;6ZR)QtVJ<AJ4(<Ieoz-I-bSCBvXMXX!d}91%>X@AJkqMw7z3n2l!U@Xy
z#qWpbCrth#*#jJDEhK^>kumX*wrpi%0IQ9GfMcxy8mqPQ4bdtDOS;_k^t;W=$Q)Xw
zKWIRp-SGkTcnqPUhKtYwl<x`JU7rWw2j^rq=Fn!|)g*<z;^1G;xs8mm%R5mF_}m89
zJ(uTZh(v{IT;b}O&m$&eeODVCCbd98wm$@)tip@Fs`VDHkON2V9z0lq;Z7Y}UY+6_
zlxV<DFNu}!dB9m~j3L7z-2HXg!w~ihIx!L{0Cf>X3IjH3h-`_-z88Z~K#2wvlW^@g
z6v3Jd_}<N;`S*b<<}&CE*LS>j5G*6=j|-O)(O)D-hdqsHhp!w&_!F!-(c{DXZBx86
z<3e+7;?r!&BHQ1xGF86be!=Nx_<V>8yE}s*6~!!^q?TuQ6ywIH7T-kfXRf#y%w)>g
zRlu@2@`=zDWJwE}VfO@HOaO^kEv!Y?hYXwo4c#vQXOA^_+4Je@_pZwKcRIW6Z2>WN
zYv2+8AZ4^DmnO$gjqodPvd1@0BKL|?7dAzkE6IkGa=n1uBU`3M*gc)p7SXk+1u7U;
z>IrUda*}#@l3IKizU-cVM)0S9Z>-hl`lud^!)*RD{mbJDJ9thF|M&9Bb?rB7y05c(
zG*jtr3^DQ!F&7OmI|wm22`8@fr>yiRtqdfu=%p}dYf^W=qE_d9aRBzfS}OYah6ep8
z7BdmjN@VC{SXH@iq};beuGJR8OXTE+E7s&cV`Fe(N$<G6X9xGlJN=eleaw>@Xj8?L
z%cdTFhgKPUhxXzrJ0-<pEbM<;ZcKhbX^e6BL~iti92Yi6>HNIhLEq+It;4@syUiu`
zs!3V<GM}mJfR5}dwbA-4P!C!eQEv{`AK<P~r>;=u^HAxTP`&i8`bLxLMw5EV()!ER
z#cK)t>6Yw&P-%l2PJ3RdT@*8poioX+LK#mu>I0MQB(#PHJ^$H$KdJnEE*7f40aG`h
zqZj(X$}vyDL1Kh(f_>FrAi+`(Hn}u8PwM^vgdZ$EiHMWOc(H^&k|pwAxO*??^m7$2
z!5ktW3M~+&S-%JrB1RcS$f0=>9X3EK@VP`7zFG|B;%+djLMiCeSNz~fRW1g-^n1e1
z56cy{$g8ARiqB{1HH>)--Gl(q4Si<F*m8)XWH?*jR6b9*JDrLS#2hB>mOmqts{G~&
z7X@xv>Pu|iu&*)|cv3OPfQDfm6!j2TjygwUM)LA@M)e@`W9mMNM^CPx?mg7Kr(J*=
zUz!?-L{QK<^O5_gEQH7S@;!-mw&Rx;-zHP48h)1HAsUIH3Xeq4%u+^Or5Y>B*5nv-
z^s92+ta5$w31g(f_{UJ~8~?{g$)HGmczb20&4Z|XN-m)Sno7F7R5!{o7FBPfFa$qM
zq7uV9WrpD^6gVv|L^OsQOi`^IAB%V(sSFE8$dGX*YJA+!<p}4GA)^LKu$n8n)BpXg
zLJ5D@vcLsXT<;paTOp}S6B~|@^ks<U(2$5}0Rb8>k}uL2F-(DD1jJre?q57z?iPOJ
z_>$$kiRK=+g7!UFE0-}MJdRS_ny)>{x95c~i~$mbDDI{-nReb#VwXGtAn+ItAW7Bm
zqE$RXm4=P(nT%+sSZ)Ojh701V!b?8mjQl!K_|#+Lq3e%i5S0;99WDq1E3p@e(T>2t
z6^|4VOiRpexA+uqa&^dQv396Ynj$nw7>*oGckzvM+F#UAqT+SctLXoXlx*bVx5wK$
z^R1HLz*GLm43FC564QD~lE~$+#;?uIc8rM^w9RJ^c8+rsKPt}QQ=89niG|ozKXl!J
z#QZF}IPfB=O!i}wcJK2{KU(WYzGef&Afko8ed62EdMHVo6edZLc@emq^bZ~S7rjMy
z7ENg1z1%dy@*A@Tr(#jWL%#bF2N%?Eo9(;NxL$7e;nNwB=s>QFgL$TFC<Bt*#YbR#
zH2-d6MfflB#1^heUExFm7F`?T+-)=~mRIDxHyWxcpEF%<23?Xz$UOhj2B+y#pj1xz
zDN{Tk-#<D!KeU7#xnqa)5M2$pYaZn<+es1NpaNaJshVitVe-;2qwwxMlXnS@tlL(u
zG=ACHoIfhXJx<S-QkdgHye|9mXPLAAG#_kCyeJd-Kp-5QmsU@I8*9&K4>=6kS?17L
zV2?`QvLS#`5N}28W1m6VBkdD!{)g9tHU+M0QT2I=cl_K>GqBNU4Xp^Zq_cEe%>KHV
z?KXu*QGhPti=1vYoRL^}T5sP2KkvPYZelB-s_b}%X;0+8Qla+(;?$xRkeNC<76Svn
zh5P>qV-(C=KnqY?ab;`pZi}C!$|bxPGell<Reu}fEr-IBU4_eZhy}pC6>^$j*-gS`
zLs4GiarsU|zx-C%Fqu6Y)OGeSLKp!MHrC4rz$qTdC(n=FlaQt<7p1NGJwgKDp&&;U
zQiKivkv!1U0VLedKqeTKhY`x6aZ`VhITXO+1b_i!mi;ct(_2uz$V6`L-(UqcRa6dG
zX_{0%3F?B2zPG^vMow?*tHf6EhcA#{mNoF!SsR$n5dpfJKYz+Tu+Gw4fcm{bHc-IO
zkUC~Nf<DtfBhJ5%=>7`6K6tN+H&x<pbXc?$w}wXs!_=z*wW-2I7)C5lvNI2-BgPXL
zMw8ekGC1$1GM4tl^6a%2u*4{B(j-bPkXf7a_nN<R{F=D-C1w3tugW76z`2RogU>D?
zhtDVy(e`D@_P4bRFq%S4PA$9OJ7UrM?QdA{(P?dotS=wFdiRm*9WOxNz3W2t#_Eg7
z+LxcG>8FfopIf+kM<+E6Ci+ID`^4jt==+!-+>8&#0IZ^04`?l05m~Cl+=bxMGo{Ci
zoq<0Kqw@M<b5O6!B(=(F?w8dj&292GkC_BC*Pg#8%8~(QQjA=%LgfB`>N1F}85s2+
zn%R|NS)X4}651ISk@pE<R{-BP1}bsytz%HDe2d_}BrXO>(~ZmaWqj_(*9T7Jw=2XC
zJbjLS&75r=zm(?1r3QXeIA&8)ib<QiuV@YSa3$_cw4KhrMzdR;&%RtmDk^4LT*^Tl
zMcjAVhq{xoa}WZs`YS|EGLvegNbQ@yPx~b1g>@Pqv@jyR<qtWjW$VDvX@&q^n6QTs
zzjx;DxVN}H+<q6IPtlowqjPz6@#be9y-D>C&%y&z{hRLX6V6s%(;JEC>Nd+zqy+>7
zGOdoYuXMhgUhj6wex`TtPkJyF)e=i0P*c=Gv{Buk1pJ+jK~0$(XWj+)d_{h2anwQd
zb&laS1JB0lvxi<Izlz!fV<}QLRhhRAZcnV`jjvdi{8aoj_#O6NR?z;hQ=gHZ9mzdU
zX0eW!SjS6ylc-|Q_A;-7zB9gHxl?1d^XDVgpWUzCO;Q_>+OH*|S33H^q4(9#Y-pCD
z0Tv6^Rp^E2Y<C;87$^03xwuE_h>mKB9!8joUW}YEhDI$=&^8CmZ7nY5EOpmjOgQ+C
zgeN&nMYrGA^7qg1j<FX%oo>`oD5Zy9VO9hLpK0NSu1{;@OxxQ{UVYGhfYHwn5Br*)
zl$~kSZ<lc-&3l`M%sx2I`FsvM{pQX;hFk><npQMYjcj1T@VVODc@}te$9>C>=UJIL
z5S}^4-|rhsSi9M-^OhkN4np@_$0*9Py9LV69C+tl;*BT!rspQ9$>)XPjgL8qHX%pR
zu@%kF;;?UF9ioVskNWcBV;4L2%!rsW^_hi}jQy|bV~s;=(Uu|+iK%D%Q~i36zM(lX
zUPK@#K8BjJl0sdMg7)Cwl%MkjS-tU9NUjYYvm%-J{bJ@=g`p)i+$NcS7yqm`O!H|H
zTK4wXtdVhfoLK&jzBZmwE{W|9J5m;Lb&%I0fu->No8+6FG<;o09coqTkULRl<7f3L
zL2^lf)67BUTEB&<{|I;dbENoJMDdT0TRLCfEcC0O$WYdYT{rUu8{-WZ-hJ`gC*lcI
zI$DuMg_cDQ)?5wRz4v1Ka+%xy6u12;ZyV5G>n-z?_~Iq)b|m@iv|{^8c~Z1&torwX
z8!$7Y%i2mM-Bq>BzPC-rEPkrju+{vFCA`E+nKi@E@fW}MjQ-;)Ek1p)_&Uu-;;)U-
zr&f9mQ2u^XyO@${K{tXMahtp~9EZBuW1YkEzYH_n59lEQT+M}$=IX>8JJ#IpZ#=rI
zotca`E%<f6Tcn2;a&J9!_!rAIGVmjO_UgO(fzgZ7LS%Ic_BYo>-M4F=NH7GfV?F+7
z=WF9H6R*<zP21}S@Y$=KTh;FhpX`4T!sb~>KD^C#oBn6tL3A$_WnX6m<2%I%`}#Mu
zt&RClMRG{Fk4#4lEGM{yKc(C+IXKkv^6X&!dsjo_Qx7^)9Rj7q+mRMl7k5^#EHj7B
z*^|iUnh`Q3Cn7-J0+4`zfa%cG4pK60MpBqCbF~nQ5m^fR#=1vEEBq^bopg8!-zBz?
z05d4!x%IX{@YL}dwh$ZU1eH@-jP`4GM|#35>FX61pw0MbED%&Iw*34#c;p`^lw?fG
z*=cUf*SGzc-@*>|(?p!^9>8s!Xw@?BF$Db6AII|~e7r06QRmvwR6(|nHhMWdKsVJ(
z3`Np3Up!7-dZbb4C*HdY#v#n+-kZ(~mNl9^z}D96yD5)lttHQvKC6|Lb@TQ6v%S?Q
zHtZMTzA!Vqz=$8d(K$?kAAW#uxfMX#&z&1+{rU?R*V#1jJ-g`B;E$0LfdDO4D<ci3
z5F0Na%UGfO2BE@Y87?$hK!W}pNysxMwvHwMwTHyk@oc*%-BQ&K8Pk;mJ5zw^gg_1z
zKz-q;i@^{~Nee2+XataSRop&;|G&2q(o2LcVM-~K{vwO1U_78s&OMx18=PPB*WLvo
zqA8FWGCz&cKrOTktG*DV8Trry7&+NEGh@TTbLxtfBmsTa{*~Mw*qP+8u+_7&eP_!n
zrDCo!#6<~|`%d}1PDkqd7n49Xl$=Nd=xrnw5{3_>t?NNs?_m}I%?13{07+5)uZ)iU
z4RQ*GhRwCY!Q@j7!+ufI)V~P}U90}?bfE}v=)ys(Jfby%88}l9^uyi5@ljmC`R+V+
zE%1&5Re^_1?)_dKO!f7Q)c5*=U#Q@fpL#nx$tR*aXbL;u+TYMwDe7POIK<p$Wap2=
zaK16kxqRJ7Am?mG^&$2Dn_&u{QtG!TVQzKk$m4(@@OnmXu7d6768HQ(>uT*P{(-b4
zd)>8<v1@#bSKg$?6~wGf#izqa2Pm6_w@<U{m80G>rni(!DlsC|GEv!zWRs|{Qlxbb
zvvUr!YYuX7Rpt5ty|&J%kg(VGcE@12A^h}-m5ot3R$ay2%Jod&aNId?+gNvrJ#4)#
zu`|zGMuJS|ZJ)z;Er)>D4){X{3NMEj5{2(HKG}aU7Z<wC&hRqGi%M2PMaSiZiAJYt
z#f|R?4xel)&vFi6=v%`yddvy$m1~lGepCcdb<6yPp%=+S6r<@sKSK-*L;VrCpu3uw
z7_!**&=`O#(FKA7(Ayukt1fk`LgFMPAKK_mR@fn?ow|QJy{(+j{`7Q6o@}8N7chnM
zn2G}(fEJ<9L~`2VI7>6kq)+bFj}f1H8$Xn0K*$*ob_RzUh~Q#_w%?&uA3M6Xv283X
z{eE!Bf#qd&f5A*LqtF%`M?ED+G!us+w68E@b*9@BX&pdQA<rljiR?00FcO--%h7xz
zE6n5#(w7^Whv#xPg66s6U@}FAy5=Aix=0`@2!6g1dW@ZV83*GaJu@NHh~e~i91v>Y
zd4Ve(e0+c>5u=cUrxAcDS+nKxBAojo-VDv$rp2wcv-Lq$uREB`X22%sdhYXYp<>AM
z7{Gs?1c~IsxFC@z2FNdp#p;%}Tq*JKZt=A}Zc4F8Afz@%UMY<mK1gj#8$X$nD~NOd
zFs!7=K{vy1r&9I1D+a->H2W-4^%`uPBKJkRH;AG_5XG%ul?gTW!2O~reuF8cJJa=)
zQ|@C$sUZ0fEJ`xRPZmY90zJr7`5!~RCxYx)%M)=|ROH&5vf>z2uK%GOef5o8Nz^sN
zoh_|K1*0hGyps?poDnGe=st(8Fpd3isenr|qc?k$1H~&wl_;aus>no%D=^$9s#pzH
zfO79AQ(}<lVGv71v_TYMQ69L!@)*o7Ac7ZFWD{3pQ}eJ=^6F2rS2?-9usoDfA!?(6
zK~^NKHJVrK45l<3aK+nAKK6PvIRg9$<|}y>m{->zw(slsM)JwA--3~Egu_P1;lI;R
z>53?w5BJF)qr=<~EnyqVgf#w8?GCPBmc;NJ<gv=#B}KU<U1h4aSYMcOOvGTi3>y?;
zPo@M&KR!gdY_f{8Y_cR19W`5Dc#)m%7?%(r5`}o!`eFvf3%&stCt#;J%!h)waIy3#
zEvUiP=-9{wVU)K4KD^@OW%>5Uk(b-~Bc~%Thpjm?VHH`52pCh=pl!V3B|I@01+UsD
zc`Uz;T=>NlRO<AuEE^?=n)6Fyx`6WO98N0PJ^2??30n$Tg}ak>cd*u@=Gy6lgXJue
zu#u!(3Zcb$rp>_f=EoHLBA4%(>2Gy_PxH5qH@KSueVN&ct;XgrbA2-%4J`8sRu>rp
zXcIy}3GsE|9PbXu=Vwv_?PtqLJ%;0D=&SQb+r$%t5b4YJ1oBY)_Zj9F=dSaY1oQ&u
zlHdWClL68H11U^BEDyF}E6cvyaeX{Mbd^W}=!~sD3M)DUPhLVBckq)q7LPN10I%(I
zg~a;Vb*TO|OJcy(rB3Zu=ur{dE6n`MC-ZCz^fA~k#v~)V1W33pr|4gyBaR=`d~|<A
z_D06hb?0JH%Jl^DnRt`FvSXl)UhxhN^j1EzSmiXo;Ufv83nLE=GrB}fH8_r>$s#Dd
z(C<I>*>jU}A_(NWq9df1<8leOr(euT^d)t3W*tI9(>TCaN!dotDWIt#*R|+#=wrpR
z=$}E|DNR5>$UyA39`x_}gS|C8>AU~Zd-~6l$scufX-cp944qWPR!g_8Q6OSQ;+Uoy
z!d8J=2`}YFAgdyL_0Ju~tDO`M(=HSm6=?>!FBL<@nk>Tr^ItI@YC@q>EC=)ell}|l
z4Ni>B^j;-Ie7YqAg(@Irk*;_3iDWvo^6JXUH+gt)6&2rJUTKK<oW@GW|C)>rNR)x?
z{Gke*%|I5ypI*d*rEO<0fcjVs*1^e-59<;qLr;~zov9SVEo{gw$ao%Q)$v1cQzpcP
zxL#zP3O*toD+&Nk$h?%X5>04r>r@<efg<fNLbwIZ0=SVzyWYI1b}3*qr*I&V`%|*i
zEHuue-6Q<|d$)kx{4cH=22hyWr|#k^n1f<a8A!nEeI!rjqaRg{fP}_WRJ>CC#yqj_
zJ4~>CzhM0y<`HQPUUa^C09uA-FgRsMn$6Pq)w}9N%Rm1JwrYX9bt)F)0WahYBtanG
zpd>HkGj~V{cce)RXMFHp$;*~%xPij)NRuXEnD&h82K!z+#<YrkFM{8u0p)TnM#*4?
zeS^Y<&z?>+Lh|W%h-DQJ5VT9eF93Cvu4b#ttJKb+Jr4v29ws;nX^t|X_TC}b<Kg=3
zpmx?UBtQk?ATP!sGy7dV1ZW8_e@du26M#UyRLSAQXU|-MO({1u!0xa5^{%S=UDdJS
z3bLkGVq}}59Kb6Ex8$B9b<I|@KAE1vm#B{+I5G;Z@4sQy<f@Yo3#4Z>pZl2t#K!Zw
zvbArxA0kol0cWn|oN?&u#nBN%(VIXvF!+-*;qd;LS-vo!B`>#BE^6O%z>8#&hB!Nh
zN`}0P5pTGKbCi5h_*|yiseI<&h?GU3CIc%ky$7L>S=V~S3@ixE)T~P58ZED5ze(*o
zK0CORaQw-Pf2@oP1FQ+>T?a#I?~*tGDjoIwb75k6BLwdegzp9}y&jA0^OGqkbg9TS
zyvMV}?rMB<>ELC#{DrT}xtuXbZ2yTHfkF}G81+G0kaLKibD#$~(2E?n#W^6zDNKug
z$QjTee(wK_rbd`dBIh0S-M#(>8HtO7?caS~hay8F4YJK=Y@TlW$J3o=ADPR;Qv*VS
zH(3!e!e_BSJ2KJcY<4xbx&QPs;K$bMiW)tJ*i-0}-6PXKn?lXgpv&up(zBXwRZLdT
zZ~d4s_OH%e&}`iB<lx=)6i)cvN5&O~X<_tzK)Hz2)p)N9_Q9-i5$z4YnjT9UE~B?@
z87pH9b?+O+X&KeLGLoWt57<UI?q$*4O=A+vz9#h!77M{eh!HOnn(i&mJ<he{Xyx3&
zxygLp!F}bB$x?Lt)2a_zyo=yURKIxBajwS;(Y;AAlurdf%<3q(rPu2CIq6^?*SHa?
zpO|0$f<+4L`Z9hED^3cwusRCJKhhI+u&Oo*juk{T{r%4q=(qEJPId)(e%*>zvJoiy
z<#~>$y@;-THL)B0Xg;p0krl`ICV9PmKrcEYn?IdXkPZ3sy8c4g9vrBK<dd`P_ij$#
z4f-Z|=Bv8jJ_B1sE}Ya?Cz$oUT7NC-HVP+sfN^Jz?6TT9_}ulszgzllboxEDL%Zr;
zR^7We-I@MS;~4rolNkC8_((Tpm^Gxa2H%@L^(@%>slQbla@ESm1Uq6%)bQGGJa2n+
zC+}&}-IQL5Aq^uv&3AFDH@~cQ-FE2gcTyQDP}SpAkK@goiC$cp8ma22I4T%<v$A+p
zKrE;moQheCX_>LMdGX=tr?)xg8~VIef(JE8{<HUkzfgyKp$ZY|oLi%qbEHskv_*bX
zLP}hD6_D^YpyKWK@mcN7SO&<rVj@u3Ri7{(E8?@Lk@fusSoga`?dS`uEywX~hlxeI
zX=dloFrUmA&#c#n78)nh_o=4_X%v#^1Er)14g5>sgoZup?>0`J?RqO}uB)o0>zzVt
zYC}${{RJ<y`6%MLFX9joZW;kpW&#%G9Z5rR_iD7v+ZW$;)qV_h_zQPjeC36@6-2u_
zwRXQ$c#Ob)<^OA|F|&Hm|G9E|>sNsElf&nC80K6AnkFB5HkZ=CI@CEBPvr#uRrme#
zGyQ{Y#+rY*He^i_HRLl)d<BG0asjtrWjO9tTkEU5+}>+<&!W>c1AKm2`#4xRIK2Im
z_pPC!u%IBfxVR)IM@YI>l!r(9?k(ZlQVQbo;=KGaEt7CHkp^o5Fj&m3efx2EwtcL<
z^Vf9i$lOfV=y-oj-}(mY28V3$f3d-tX6wc+WDHdd$0a=dOr1}b8zH0OQ79WaJfZX_
zN!vm$ECX8nRoI)6*j~AHa0zX?LPO@XKJ=>>c!nQiN~5vsLxdob=-X_*crG$R+|9KT
zWZzE-G7`b+#syLVXoti1?B0E~|Dg(t3!PCP%2pt|8LwAqY;|WfWp@%jjD;ij)Em@Q
z2nwX~b>@HMyT1>&E}r_0E^;g^w<q_~z9J3gtLREE;gu|Yt1EaY%Qc_5-uyW^B3JCg
zVmPmJw%=jJz`umrRUv8Q`-KkSWeHUbP2WNbdoiWLi_(oZscA3^`==_uT5{fz%atjA
zvU<<`_E$ZJ!ixV8ylzZ5*q_wS`C%vyUg%4Am9xT+(2k4w25m*FWRsIx;_g1n^q&wo
z&I~z!ptyGTZRYEyJVC{!twq&ZTdjY*Npm_P^%;*nq>-;s0=t@@cN2fjefm=W_%Zf#
z&AyuQVeHz()-#Stx%#g@rxrUqjid8^E;*z&3~3tIG)CTd^Su7;vESF@8sX!rejh3A
z>dClj)835U3$}u+>ZP^b%=Ck!%29g_gNFN&1m$Zd@YY=2Ibw~Q(jL4>svM~61~dol
z0+d?-j1xe~^q^&INeht|NJ#Kg5b_u;BY1&4QxgqZ>|dw5U{)cui(Ei`2tZ;GgEFRC
zlEy<ZuzDEeyH|x7DT3{NSOpEJBWxW497n^TCMdHa;HDzDbyQNa4Til9<7pv+Ozx3|
zii$(QAgDc%gqn-A`a@Sj3&1->C4E)J47-5>)43Z6-p~cF%m8+NcQQU)D7Blvz7i~4
zd0Plj;Gpj?{?`i#E?H#eG&_4F5~6>R10RV-;lq~uC;V)#w`>E&gnqZX>G#OruD35=
z9Grz(z~I1AvyMP!4G-qIFFMcPF$_ybw)L!1AF2pG!M8ooUs!v%vTCr&lZd~FUximJ
z))BaL6B0y|v*eRfq#ngrpng6~Zc{7xft{+x8bFC4VXK^dYV#&C!f-G)hvFk+9N?KZ
z^}9SCWZQ!?rwi&%rns7ENeLQIK*VrjH*|sAqN)AOqmSLbH`M<>x7ZWj_&Vgz!98|~
zMF$4aqL+fGHV+CF#9NM@5xD&p6o<8bPvjaI=l#<wJ~^km#La)`S+-9v6@BKXN^wf=
zsvE~P6q7NiV}bZ6q+z)D09_Is`LCO5q(r-ln_k3(;kGfuKoYZF3X`7ZYxNtd2ZT1F
zg@>P`qE?`RiKm8##RE5c)hGTs!S@-5-(YNBret(X-<t2b-90Yw+9~;~Q>O1QzYiLn
z)~PdY+dX#G_72y%0bAfAo4S%d-G7_QqY)X@xXi+*Pg_Ob=T*HvV2rvojJgxLJad%2
z*;!=zL*n>FT|rmjP!85;_P^2Ff1w;3P!0oqQUkrtWLnXdrt(4S>(G`A-<G$&qVc}`
ziN5?whx&<Ki{=CQFC`<qWu-G(nZ@2vr4`+H$Rz%3>tXV<{5a*$aYi5GwBE)&LidHl
ztmaw=#Fj_q3+;L&5ApW-MXf?t;eE28E!bUxX53%Mwdv6-Q*@>+Os}5cf&B8+g$`pV
z3I*W?JZr^2p{rsh&_$r!{>3|ZFZm6e{(wFIsdyCvr%%yO-skj~RU0)?)yUOr2;+|d
z_^x!C)SxxcVl*RDMOH31P!ZX48<y-&*ZI`oy6Q`0OhkaN-VI!;P2iw4faHw1=LRU}
zXG5P(qr|U0EKgii$c<Ivk9k~cCv<ASP)lb40p+teGe=zUNNA?#<*w3)9b(vxPEj1V
zD2YVHSVXwrSgny_F;L2dl4YgkKmbqCUVcVkBWg_5TK?2=Do^xTMzQ3R>81=y;YSXL
z$gnh;A0~GOu9=DofRseX+p4}s`p^_5(NNq1N-u|Dxk4}a+nMqbZ7h{kdqpD<Ou(+G
z2KXoN^AugDzm>zfKK4c>UG4jmpCginFB}tfBqGV8QPSf291wJD+`C>;-giptH^=ZA
z-j>`~Z{XB0FkN<2gvu?*ky6eR7<)M)G90E#rF3r_!A6_Kq2vUmw<(Wcp;Q5<QQ}gS
z&qfS*06rD+N49jY0oP73^G?joUK{v~jo%EHv<`z=Y=nvhB3fo4@)hc2`pLg<xM7rR
zulbnw7v~F9vLpwU(njj2xAtFIKJR2P4n-IbWhH_)(%RXJb%vet0adQv<Y>Ow+fj_7
zsG=hKggyHx;DSY7i@zoyr1){G!~vbvgj9wpDds$)%z|Cv+B4y*6ID@r-P(pbfHFmP
z4s$6_=33svSz=npc_YeR3JQXap)hz3G1{sf-XTX2`42P#YQ$UpL-st~7$5ubXOjNs
z)AQzog6BgL0`&?9K_BiKVvm|PIeMImHk!4ox8>I(L_*%B*#7$3@-9Vvejgq~(@4LR
zdvW777;AL&lW?J@VKB7yY5k!0<}sF?;B*gMryb@F+YQzErB^*7`BHG(owy^79r3`I
zoZos-d<&&Jup{$VC6iX^f*En_6;krto=~dp2@A&*hj@Kz`cp0w{scA?6y9|8lTmd&
z(Pa8^m+=Z$BI#*<)o3=+rffHGwU+Re2=xZ*1f0-hDJwI9>0k$9T%3^2*WtQ3bUmPZ
z#0{=Cr<DcsOL^Y&LXI88hBjY=M6mWIdlQq86?y2C`WaMs6uq%CxyCW~+}6EkB6ZpA
zDciym=EdcAEZqHXsCx8Z?~A&}V+?0BJ)v8gMRHpc3>?EGcORck;>%U^<KM)SweRY+
zA_|RutF5tzSXnHAc+$Iye_5J9EF=#8{mQfl*S`RUm8p%X$ju0$o{JVV=9Y?+$%8Bv
z<9BHSns0u_@LrNHM2o_id(r+Xc~@u{oN+K8KVVL}V<qDsfi17}l#qrFk&Oev)Z3F$
z?NN_pqJqd&!?1`{6c{%E^j_HE#3}+n2e{p^bY$Wg=$zYnDty=0apj2{P3>S&lrEq9
zO=G~pfJud>{wQC)_5%K&*eiEbjx)c`ULhu9`_z4$wmZ9Yy=B5{W#g{L_+<nLXwy8H
za$7m0Fmvudlv=$=XFX55zDNWNHjox}O5L2h=$<ywj?tJs_@e$9Sv9;450KkZRm_3h
zA}AHN2amx3eU$9B1n_)GtX2F4^AiAwgF?6uLGjRy7co_BXRVZhoL^9yVB9|WkDFag
zgorx_fOQ7f0oO>x-uJB1^{v#Pn<|i<E&4v?SU2quAhSZ1br6zCeF;MQCq}~h+N^iL
zR7e7s$%uVP{$)vi@MoS7{dMwp@U|cKchC7hL^)eY2H`RQVjOHs=QVo|aPcP#z0b~k
zQ%}Rt>DAaekoafzUiq@{C3*F0(t2)}E^FWj)eEHciITT=)V{LDgs0d-wDCrJ=73(d
z0cDNEUNB`vj@V6&40WWuU9L*n5&m6OfD4d$>}UEYr1VqSVX$I`01QI^Q(U={A%(op
z3VD4@(tlW{QxZYRBKn8QCWE&!$4vAu;>nl)Gi(+K?7CKOSX@0quY4$bK@}5D?E}14
zjyk?g>ncA6^|ki?^Xim8JMTgw1yD~Cf&pHQkql?pc!&awKaZ%T+WsN>dNbQIV&Iq6
zvSKjc#mhm-a%#5~uADqy%zk+SrRRVHRgXG8??EuJKZh*y3hA4;z5$?)E(}14E&U}d
ze51f0s^Y!)!_7GZs>RO(eb}9rjyF3#|N3e6H2xNM*(8}#e}m-*RfH`$3Q~!9F1_A7
zZ*dlCw|H@k-^Iy(5pKvpny%Y`mxW8hFoG;)OnjDuZ_yvF2PsIOd%Hmn?A^}x346;g
z61uf`^pe#-e2KgF0Ezu^ci;8tCjR8;HNAw0-awPA#Oe7qVe63k`E8-b?{$Pfg{!qG
zW=+kJUN)=sURuuwg&M+d$Iy@I(*v&q6WZU$jzoW^Vrf1LtU1+t&+#F)Dp=kaTUK_i
z>v!WU`Vogi{47Ud?Tn^d4b!}HvIS5kIHB)e%0+r|PsO`h*Sp%(yO8g+vKL*DbxQ|C
za@S1vFELLm7#m#~yK&1&GnWJW&bNejM@3_%M$*UV-5Y|k+iwfgBk#Zt70okq!wu5V
z+~c}hkB=8%G?V!|F4uT_$He~repgoe8ixlp_KuE@T{0fmW^J5DtLkU}+-9tKHdC}%
zwLXVlZEBwHzb{_s;&=KxXmIB+_(Omi&x0C=%(S84`Gm-Y)~S{zXHqr{n9u+PxGTy}
zb3Thd!^Hq5ybT)PEj1p|h7s5sbJBifi%W6Xec<Ebu8qo*s<gYk)&;^%-MatdVQRyp
z#2<RsU?W+cERhL^iVkzp2jOo^3@AE~NyOZwk}&5K?62IjqR;2EZUCPm66-HEeB_D1
z12%`K|I~34>$4CF9?=#wjdUpb_t_u!_S*KVdQqDO)(!=WKb^<?mWAi_YA!{`@WD;%
ztG1-Aq}<vq9<*EBWz`*=Agarns_QTb*uRrQaA#~ys!sLISz8ng`?fwu18XaKv)@QT
zPDHF#Hk7otJaHsAEc3d3$O)RQbF9Fzb?#Pv{CO^FNcJ=OS;A#g?lv$aA^(0BCv>3}
z&{h2|QH$cr_3sse4@Rh24ZgY18GWLozm;IOfHbsKGg|JFc>mE;yvS4a{nD3xixF$J
zCuW`&UatN+Dq%uXpV=QiCA=skh69JFOT2_;xsgV>okonZMofrD%wrGHjvASs8kylD
znU)_@^CeS5R6;5hfLcxgDlT0T>OFD=oArByy`}iQ$3;BE`I+4XahSRc$-uN){DWhN
zB6Z}Lf1*3zU<lU;^{p65($1R}4uid4+wp%ghcADZZ+*9^4@j7#vi-`?DwI@k+}2^@
z@!QaM+#+yFQW0g_5M_f<OVzR}_p*vNvdYP?1lx*_KI7~1;sV9COx=fn=cj7Uqz}1+
zb}N(ltM*_<*k$e6gNerh|1LKP@J%Y@okV%J<lu2bTFBCJ&8xQ$1vzU?gU2n8JyMiH
zh@G*f(|3N8$}NqmctuhZR(0-o<{R$2fA=q!e~w9?hZA%2imgn=!wAYi6Oy7T<5{#q
zfP<d{@Eu~(2vBzUlviHPEnREQ+pD7iBE_>XzPyaUhBeog)!ytto+E+0<bm&@J3TCG
zhhzK8mw{LvJZ04R`t3|PpYy8ZxZCPm#aL@jSv}2ogEpYq5JL5c)#1PDf?hNVyl=${
zs4F6JA?Pbomhs{r_U|W>)F;x=BGP#CgVQQ@g!GTm_GXGcvU$mePq;U?OkCmgQZRd`
zc|m8`Nt5sa>-~J|o;!H^-eOt$Ov?7u<5D~6rL3}3f|~3>IkpYWpVdAhGS>X8&x5$Q
zkj)%=nS=(H-z@wjRi|G~f0}`nX_YT0)S|kN(H8bl%(y-H3lc;9e<YoEIMx6E#yJk>
znCIBLa}X)Y2#IpevG>Z%&R!WIGR`@6R+5ob$Ck{L?7c@H84;3AWJ|{3{N8<k*X1vN
zoa<c9@qWFY&-=a~cShJ3RPwbi3@GaT9LO8Z?H2fKM;Lh5CCd6MLsJ=Z*tQY43@6Lm
zfR#DO3i~Zx&}}s|aewy6s&6<nqdfaf!{>{GT}t*axB*eT_{dK2djZQp0o_1>$1f$H
zp03V8m}Z$maz8?y_3sV$-RqmX-(==JJsM`m0!k{D1DvNSc6PFV{5Ze=qv?LG{C!^b
zrrB>zSsC(N>$7ep*{t@7A37Qj=Ce`)g2L<_>lCwYrCnub?^};AP|nO77`T+Exx!}$
z`bif2)Jw$q&TaX;nzVvJ)ax76z*`ot_7x{1*>1bIEJs2kb8km_X`Mk@i;}(gR<beY
z<T!{ZV*VGR-htG`_s>|L2lSVNy1F^fArnM`3@JP-JdZ0G1FWKD@!Wi=lH?|%1e(fy
zJe-%Y5Ziu$`GJDdEG;nof_^GRp~{&r$*sY_q814D$40Qi^&xl*Bou@x=f>E8<3wnl
zBP;=>^cI$E8Xbv*1C8%Z$kH|7;p0t!g3e=rn!Qq}Vk{RQlxT}9yFy17DU3tVMXD<x
ziAeN6BnSC1Ofhth2wbF;A`$ljE%mOv*n?g61DQ#{s)N3QkOuU8ao}1peYLY&YHUL4
z+uXg5!5cm4uR|77*Kb@EvN1Y2Cmh676V^7WlTP~Q9V{=Ans53wdb-4vT~1WYcN$sF
znC$*?I;pWK;VIr=4T74?!#;mH3kx2B@cO@KoVcKPjtHC51K3}U5MF6<(6Upl$LH3N
zl18vG+K8=OvnSp$5Ud)usjh2?bqX<c^K*X`80wdNZ`hP+!FppgXZumcqC=X8Gn=y`
zk7F<GZ5g^nZt#;o;q-qL>25`GZKxd3*(aV3tQBX<m^@NDXEMbP&$h^nmI&UfmY4BE
zO883MbdnSa)6My4l-g(rni7irR`i`)a^K1LQq{QQnekUQ<9%PpU-{)8x({V;Ugs9O
z#d}M5=f9hqUqB@NGWF|XI?1cO!ejhfOkHmI;VYO{NiW!QeKU`BGuy`^YZhx8nT~HI
zM#iMSOstjE2EEgMEZHTVX_t(idNElKFCu4_u;uB^L?@14a+QR*G+ImXKFz8V0U`*!
zjH9w&{E}`{#JpP_o?vouqkTQ|Mcc}G;?R5MdDskN*_zK{GcJJU%k4%a#%J(V7>yf(
z$WcPU>8!}<EWok;h-003WBrvYyWy`hek#-96?QkS47V&zb2i^P|C@c4&zDDgeRfu$
z!LpSXJb(G>)}gcR3Cs8Kebzv9o~{r3hPk?swZ4qiZyMztUdNzHj{<wT^V0o7B!{=R
zZU3}?zTf3ofg5^wxyc9Z7ED4ZKS!jBu-^@1{~qS@PDV&c18GZXti&@wHDt<Kw@U@q
z8AXPBF>&vwxJ4qV98SvZK$v4iAW0<90SwC3AL1;K6HUnUyYsTvL({<bU(u1z%vuv9
z5ksWlhhGEJ_anQGbAr@jv!JCB?K+IFJYIAy*6S@GDe+rKGzMNEp(<siCS~>ibRW?S
zKI6y;QJ#F>aIRMvx*>h{IQ=?R=$S;^#v}{+S!ps&_^*lQOVb@_*K0~>Kp@5xM!CYs
zDe)03V8)^-7l-eR2JDPb#daKBw2t%-u7}7KGQL=GPZoG-bo)#9he`lCN0To$3EHV>
z79NfSGL9dB(O4heS<a#a9p=-H&y=Mb=Z|*f`%#E<N-1HJ7>T3_VDw8-LQ-N91_<1a
ziX8A|?P4FQaarC@aZP)UqOsHKeqoYDNa(-88(GF@OU=(8?ZlxI09bM(C8HVrQoVuv
zCWT;vrtmmU9cl)R4udO+kwN}lA&+QVj}GAoIdtq3xY(Jw9#<S>J0Yf*^C@%*UScKX
zN696pE5!?eT3Osb_Vbj#%CGOC4$VtMf+>1(@;rMdWK_ONsxER!+zsK$XX(Usd@HFv
z+8`j!2*@wvQvZF`=k5M)jgBh^@5|MR6GxUz<PQ;;Yi|RZcC-w$3N_zHDNg0lcl>@M
zqC#-slRLp=cTG46kO)1B+b@OPoCA&5Fh3N<3F`P9?EV#Sc%_CZV=O7_GDZM+u0@ha
zz`pM*Y%?`~=2ZF93}p4s1WABMaeBHmp1X3YvpH_c3zhS$I@1X`fm+e&MyWXS()(0x
zuI$!SE|bEsgf9bE?n@rdrjs65waXJJc>QUGmChg^SJ|;i{RTYHRp7-71^ANAuU}Be
zMPQHQN&U)nOMUQ0-sEt?GzHKSNVw?3x3}!s9!#Y&8R_qaAHkGqBhL&^xf9HSyhvmS
z*nSP;CBFG_Y&UFTQmJhMm7F24_*Qw-J@SRCz@TDt;fk?35VUjW*mu<Q_y~Bf{s1^1
zx6SI;C8I>z5!xA#9Zp{6mhn2(v&wHmVW4bry^?zL-;dsHbM?t76T%I$MMa{{gkm~k
zSFif|&hOEdKbbG8$}d;fR>cs%u@`%5uV7wSA1~5)%QozDy4P@`7yTd6<BvK|ktFf?
zub_YJ8FqHn&aU-XpHkQvLP*ZyY?JjSYf)Ty&RBwjkD|7!gYYDY>`-hDcVGEDa4Asb
zJP?34fbh`2-n9NtsF`Sz{=$?=6tHg4F%YIqrs?bko8%-W64*gI{ws$BflfS3hfz2Q
zF0g{I<&TbUc%B_~UGybZ9P@AcE48^~cIrJpvyk&iVWm9r3I_Rw9Pd4f!j7UgXd7-2
z0j2dyJ&8QpM)*RBObTU|1qMap%sFH+Y^pefqG%#D3I5ogh812)84fkS1RTOy4nFOu
zJ;h<dHvV-GMyC~E3h?a1_?*x}WV)qi2>zGeXna}$`M<-7V-FT^g9HaEEJs&p-2u5`
z$M!U$;N}4=5KQ$85gFim>zK3hnEz=Ek6y_=1SYRdOM?(>9-ARGtj0!OaEk~S4Z$}a
zf%=utP1Vkg)y}^upMFz)aKQJiP2v{8oF3&@qIUfJ5tT&PYf<go>l$w<a`fMPqWg_W
zr!{@jF3p>qIM_Tg7y`@{H7rC5-AfhUHI*-1oiIR<WurkWTpd{x905uiapAa|{V2j(
z%xOvj<wk09Z2H$j5sFdJyudqTdQoQf!Q6IMc*W*DGYl)7l^?(WUaFiGOW9ipHPW5r
z-8j$UXaDdX*9n34$IRW23T%_xl}mx0-boG-uGbih>9p{V0*BTA(D(cN9B5^KA@A6>
zl}-Yz)5v48lf_r9ZvBY!_arI(!(X=BZ(}wu<qS!mzxMvuo277#T3Mv$3Qp-`$lb38
ztARr(p@$Oq4Itb=R|kJ!W%CLHUdnbYjo1j4oc((fgJh$6dyC<sTIwLg@psSWNxU%<
z{*T|2t!VzXx8o+9yH?Bq3c|B?uMxLKC|UMk-0@y_(vuwax6k-TWAC^hR+&26R1P<r
zWrnrh`{UutbkH@{Jzn&DH>1zMM5xs!`y?#%;C$rWzfk69=dk*F=f4MeN~77EXvL1%
zY^-fS#66nDm`T&mrZzvVgP*u>kBm%C-7&Go(01>19*WeW04`KJY?N2xcw}Y|l@8HA
z?UG7GeT1*VUNo(~kQ1@{4ef=E0rl>PPnuWiQo}}#4hS_H3dgX&n+Lm-YnYvHvD75*
z_cykpMW5Kj5h=zP&`8Z!RgBlQzW1EiRox5K%c>C>sW*A!qmts&Aj*3hL+mcfk(DCy
z)9Vh#yby|}>!JKZ5f*#2O>?*d-S?mkfSiu<ER2PZb1i`Gq=ED0CkpP&(I&RX?sGpd
zK^I2bffyTv;^v2+w+JV-fx-L;s4|TZ{MQ}L+g=*VPm8|89O^-e1}9Bf`FfjLq&cI@
z&*^b(pN&GIsk<{gjY+`B`NRC8@cmlTo0*c9KmVO^z4?2mmB;0o^fd8V>FJ36kcB1r
zzFXnxsrNVlRgywOLHpa@_ru}se5%}SQH&hSH}&4p#F{EocK2?)uvi}b7tH-V$rbXn
z<L`9)U)oSTTZJL*DdyjZRvR9i8*~HcYS~}z`Ssc2L6sfL(B{Si;cJ;Yp_22bBi^&7
z7dke6lNX<K_WO$CUTkSz89dw_@O_*Xf2=iL$tDOa16leioz%ph=da%`a0Y%P?Tc?O
z7uPa5`x>qvC?7^O#0#F%3R2bzQa(@#Qo5VJbF`A)y^*y6H?MyyHPIy6T_DxnB0A9`
zI@}^US0UQ@NouZ0)>5Bk&4^=DpJPcM?(r7kkj-xUYTYY$-8pyHJ#E)MbJz3bu4DQx
zKE|<r&zCZ~LHDeI;n``@S<jc~RYmKfY@bgtt`VPu-oG_AC3s>>yVSwMo!*&={ubJM
zmO2OX>VH~Z?_kYYl!as6mtx;jN|?qoKh=D&An)9Qv=h7&V8C)W<BD7^k1XS^JlC>x
zWU(z2GRi_%(g9yz)bDVq2O1&PmP6BDQG6Q<|18;6S6dKp@aSng(_gIz!1h6<H@7S&
zIIbD;i4w*ghw`}51y(#Wcz@&*f7HeHYx#Kah1^T*N%i})2;H9C<1+4>tP6;`EzPO2
zc(xiWN5)!``jeQ!Cy=3@LZHnM00a3KjiHW=OacZSDppq$i;5-}5Zy~mFV%ChvR=a9
zvhZ^9vN5r-z&RGScDGj7msfWI2NA$!*`sB@hA*hd{nQXe{a^oH_<Ynj;Hybz;Lbpa
z=S`9yH%R4i(dP2>m2{>h(r<w87&+OI2z55Sst0(UV0;z=2-%Au(V3Tx#2d2vKtylw
z)$T;5O{e;U^>OSWtZnoC@ul~Y)g|5yFI%nU?*NN;7-Pwo-J=X$SB<nQ4W;?Si(Y-R
z&}4dforF^;z;gS`dgScM8=gVj)LuJWONDm&A$Io+QP46PsMNaY^J(Bk`%WPsR5ei-
z3EvX}mYimw74)BO`HKiHSJ_D6`E5k<2Yq88%{WTkRHnrkd;6v7pGTGZ%mE{Y$K{4k
zJ;(p@-1e$>_<7LZvi$0)m^dj+y(1#F6C$AkTZ%_qO`FpbX?bfNfC4&Q-yB(EdVZt~
z$}^qvnvZw}U2M<v&eGrfY%%lrv;UmOZvFiCn%VDRMYWzy1&#$RJ`JD3S{t5~<++uc
z$eCHq2#9&SXSrkKaD8yR$Z<eWr61+s7+rYvys!6JWHdDq7_*xzzyQPtU<;m*_n7<~
z*8MrBi_qynUv`lF<8@=0pkpZLbrNzR8%b(krk(#v@&>Z9^SDxqD|q}g1?NYDC<I+1
z^psF%#0U+%ibtRYkjdys+E>>ZmLQc99(+5j99Q(|m1nyov?$)lh2cH}4vtag1KZ0e
z&Nm@;nBg{ki_YUNz7>j3Qa%#l90ddr{cA%!#F)^*CcXkPMwdo$1e2e1kd0L1AUO+&
z*i&|ZGo6#v!OR7ierfh{Xq}nv{X1sJ&mn+9Mg+DH?4hAk0w*2ueTN+vfEo)@Cz4&j
z?yUeKaEIFo-{6F3*6R>E_g6c%Z&!c6-r^VbjyZt*^+i<;qJM6}NoTPO-(K&1iQH&S
zt<Ov7t|?C)nES}d5oRF#@YaBNTI`*|>T}C_D`P)%Jh96<_ej-#wL<7Lm#wFzE(@3>
zVe(rNc$bj5@goDT!@kfF90G~>D}8^*GZ1{4SG)FD{v>9wh3Z$@%!i>#LH5<C>i4ap
z1DPU>I;@3&dl=><cvRT;@tTTEZ?uuxiAKb|_|V9P#|--9FE?#p+S+s31CaMvae)Z<
zn=q)U*o3~=u)bKF7l(7FUX3{G_lK+Uvl$K4BB66z5g{}D6v4|~(J2Cbw;z?%GOryb
zW6f^r*od)XE|%FWY52sZ4Ot%Fh?`m!d~fVHl$LTzGmxMxX<#U4s4t1UwK;IZV?gvl
zp-HOX;1hfI@%${NF7Etr_lOJDd231bDPQ>#CfalUR)2h}%Dnku^Mm3BIic@70*vu*
z2UeWLgIwvlu4aWb_eQxS9=;?XU7YO{RLHhd#rWYfSEOz}<?2i8^~tM^f>S}FsK5H!
zxzTdUff_4u#arb*gBld+-j5ATOY^q!$(f}H${?N|*V0g^Qx3gzPP|jj3ukL}r_G|<
z7zK_s@dnB)RlzKwRnc0_bQS5L#y6g`!#*zSvi?sZLwTk!Nk9>yeZsbM$MGA7b6f~+
zCgyGc*+Ptp?gGs<7kXkBW*fJ!M3|9HAjI>eZVTW+{5gNcVVb;otbv@A|B#aMvN5cH
zAr%~{UkeYL<zewB5iCoP;O~q+EQ&nSiYJh|-L(!}lD=1*eo`+$1JPmRP(-tXX*R==
z6k97gRje{JX3%b6hK!e`6|D-=(c6Q`s$Eb7v5zr|#!iV^+<#O1I|8HKNg+9+aEs@~
z^`yS5eY_wV5VTu%mR_<qygtdbF)6<u7Y;B_lVfp7P_}$Vr7T59D(NV=uXeO=RFtYy
zvTFEE9*2VLz*s5(qsqxCTo~@X<D{6=D30F%gUI0k8jfKUib+$P{(OD?Q8K)<GShWR
z`+95_8vr&UWBf{HFUcYE$#2Vzs#}${*i+g_$)$5F8d?Yc<|{;Fz)b$n={rOt#5t&_
z4_6$w41dro6+sq>3>O7=mA`)cQ2F-F!b~>(fs)LnWa02?c!Sg{OB`JGyWg@XKiw-)
zp*U!#_!nD_lJUf`jlyvCJOF5kNmX31hL%R7H3)~m1mt7?YmOtwMUK5sJWf|A<uS(q
z`guFGGY1nnBctXNEN=_4EWwHQyRS}m0qTAmF#jSc{ATxE#LQhUN#_=+FVFZGd}gec
zQ$>hL`5j(2U++Fa>iY4j$q}Hu!C6VXR%(=d95dhOJVm0D1RwN))TsHitE1Y-B?v6x
zT}8F@z>Fy#NvOFs3W&z6Ye90%R1P^T-B&przKFjbMAG7;T}JuTF}Nt4DpZIj57{rM
zg8XQP<9Y2ct$kC5c^QZ)!13t6DL^{{_^!BO?tS<c6h%M-K9f=$0ovUL6#TmG&42BO
zS^mOhNHILP3AtutOS@01#kNzSe<6&VnI`pkFJZ^9T@7TZy;|uVRz=3xS0+h!PqlL2
z_dLyu_X#_G#&dAMN$kh^=E_O#Wrv@9ZUgmQseQJ-rN>iwx3L>>BX>Yw)s-XF!d9h$
zu>$u5`NHq36o(YO9M~8RR0SNJ{%lws&AS`&>SQ8m2^dQkzTTA;3K)LTPJKyUNd6rJ
zxB?)16lPE`(<rPHFrsemD*lPr`hjXc>-cF8i8GJA!Qqk94_iP>Q0|G#R#Rm#FfQO-
z!u0!KyR#&mHGN=ce+q;sSde7Q^fZqhZbgV>81Lv>aF0_4pN8c*P%(VRuty5T3`{(d
z{3M;(D7wa(v=-!<zUb<?d{|N*#13W)@q)zLnw|?I?0jQQP5f*Pd>xD*``$i@c{t$V
zeDTd?YJRT&BC+A8l{p1zujk?dd#`@~PnX5pAM+P0o8KT?@xkK-TNGBbKPtw7Sn9v|
zvm{t<4bn)CDo<bt$G+a)<#KiJ?h>PMY{<`_=+3DZ{*3@F5kvEv?;`;taZT8KO_+jk
z>%4@*yurLUSJ(aF5$O{!X`y`?b4sDzfxCoUBQR_l*u(b79C-p+@Zw8AufqE*thbcp
z)j`DXdZR^(@2CIMXFDFkh+XCuEl&cTZC+wve}Pp*M|+g>!XR+WD6Jq88r}$5reVeJ
z&{T^@+mdW~9PD@;TzNcP=}!2%X^0WjN2thUWwUHU@>5$T{0hK6;)pUQv&Tt70MaS?
z-{PhP=O4*a{R9`o7|Iw39HXf2RCYHi?!>N}3)FcJI_XwrPthLTm*hIF?e}3a)mK+3
zj$t)2F+gNB1S4oZf-0mY5IYpcC;5hcNK6gg{i$ZQvip#0#o)@O72}Qt>o2hvH2TVr
zrFKo+y%`%u%9D;Np_wX~8JNF9_nCC>*_|FrnQP!rLR6m%YS<T{D2HA;r@j|)d4TI!
zskiy6yGB-vVn3ulOUb(0JPPz1W2NB1cM3?z4O^qZ)CDLl$@DmQ*y|y^EXHg3wj|s`
zB#oin31ug&hcjLuPHw1})$)+MK3tRXqjoIrKClCPWIm%A1r)Sf0<00U#2ZMN_r5ZY
z=G@hcf`|Fqe(xlMA#Mn=dq(kp%MOp-4vzUIg{Rz+r~izG-vEQMzG+}nt9n{=zB~@W
z6~Bwey5Rr8929mc&qAxhZDDVZt}9@+;!ujhp#6-+#x@Kk7#_P{EG7hmeX}7SJuX4Y
z-GSrl_Bu96(j@!lKkuK{Rb89$k!yYPo9Og`Io+YSu@!F%+IJ}aJNvzLcMa0|77@~j
zyXcZUfQgx2v#!)_wT#eiv3wiWpm69$AsPQc!(oRNpl^h?2YmuU2`+fEXH5;|Z|-Cd
zRqu~bfmxLSQ5M^x@Yl_AXLUw&rDtaN@Y646<!>c#Jhf4?IYD*OhaSPl--{a7<qyRw
zZ#CD~o%lZewR*|a37g8WA@@fTyDBE9;54XaFwxt8Ck80hYW=|#{6XSiWCp$vBgXcO
zq%eNE{`{MsDi;=|4{#1|*e&!I9LK3`|1+bzyu9Z@Mbak{$WLR=p(tCDzCf$R&DMhc
z7J>g7j5GZU_@5vmBf#e|V=N%l@ARVf^!plIbDzXUrZb#&Ok)Fz^53s!$~$sesJtu0
z_Q$@_q(|t{@IHrKNud6nc(ldvcZcqe8|>JH-j9Mfx+3P$OHN4+2DV+8GDeO~Abxv2
zk2V&qT<)M+;oRe~)@=uRsm>VtaZB(QkUh==ErqG<bd@#3SSb;v>=${JE90uv3GFA`
z+8r+MPMVF6RoqumGi9wi`uBd7Usk?fJAX5Sc((QSuXHmSoWDPb9^dL%yThT_%;ok>
zV&cT3bpMw(h4MS3I#fat9$UP7?I9k0FMIo0%_uE+X=Fy+2;KaHBe+EYNE>qyyK0N@
zCA6VGzjQdHKjznmkQc!LmEd#`S`9H%u;L*GRPMfiS1G18tHAAYX7Tig%?!(1nZYod
zYp41Kel|j_f&<}tdk+l;SBc6e-T(eux_nKJ9+?b33Yb&W?aY^Tl|Xqm$hzyKv|ShZ
zQGVm6kx{v^Muvko^rJ%|dM-C@K8MMM8NnA%lcGwc&L1+wA9~e5A;snG2aeqj991bU
zFFK(aL~&=IQv1iTO1jBbCb)|J{~oTmQw|)|3?J0>M+as(2fub|;B=-w<#+DVR=dz{
zqP@%TjPgsgprUm{{LA4Hvqd|@UB~&~?%x-^elR=8b8L!pElP0;=EVD3Y44fo9M5b2
zZA#?~6ch=(c85rFgld;f`!EqND1J}S^(HFp?zLwa7KLm!$y^>Bb>zBt;jDiBkZq~0
zu#q^E5Kp{!Zi4UI=YPPY>eQ9CEUu3)IiE?$ANX4Tp6u*y8B5(tIm%|upH2Jzly&J`
zni4U=e&0>>qT2kRz9FX_2JnPF4k&D<VkfLFO11V0N?}bEzHKVciVS>fDjg~sz4LBh
z9}1bALarafSY0kvu!5Ud4kPs%Y$=bvks?V+&)6|T`<uxvPtlw2uZyNU?<vYJZ=RSK
zjyzd;T{^utx|iI(fNmp0A+R<GEKr1r+Y3<Z5(6{n2AIgO3F%+9Ps#`Hl<&NI;Br98
zt<#DI1IsopFU%R_<g@0@8zcZ78z)yi+ONxhHH-iS&!?UHUy{#nX1vuVeLjOMy?rvt
zX=hwC?RB|06;cznI+Za4ldHFhCasf-nrz!P_5&f?8AFgqUi)noSc0|Z$y$lEH`M{h
zidM|u!qWR<Zr8T%kO<Lm-2)&o;+^ykC%b@P=!bw5iOtx(pH9qoHIWQ1G@o8D1LYJP
z_zs3%Ryd#hOrEKKXXUTx-8XU56eMrHGp;*fQ?k_1ZfPxL<S`x%t$p0!_;Y`_VJkcM
z4m#wHS;!sH-Nz1>Kc>T*sH2`fh}$jBm}5+v|B^QMC1d_ZWwW5cTxEHS)erBc*3*Co
zTNUZwxII0CJu6ISAKv;T<M~la^v>j$JN+eYjs-LWXh)yVqHV@m4{UB3s*l~!e5FaV
zeE39z1ZUskWD`0nAx7K>lu2<CKsjGQXm7*u)zwp<KTh@iqrw5B<|qHP@6f<+pjOsn
z*xJAT5oi7dPCj4+l{*ala<BFF&*@CB{46YH5u#REQ%1xj-hms#)H2kv5fj7+M(S%5
zy$%3T2*aCX^+*770&%8LV3peId`=S%r-C0?D<j*rlD%R>DSKI=C?G(De;L)@pA(na
zzTsURCC<u~2RI@B<xeA_D2{i_kOle}YVb^W76NR!2csHY_nt<P1uh(rqo8yKu^5gC
zz?<nET?XNQ7JFZKIRvAJ6PV~a!Pxv9X>T7HC6h*Z8yrSlL!_Z_*uCX_Vo>b;6K-F-
zcSk_&8QjT(DJcsvoIf&Re^ZpHqQY?7^L8$eudPQ!wpLAvMdk~&sJ5rZaA_jHOtZX1
zBZ@WJ=4zsIiSF}p=fm6VaUasP7N3z%KUKY4G&KI2ln)fLOmRDW&MHgBx>SUXTAyRo
zE(&x@ap=p%<@vRreE)ESKs(P=W&NaKP>aE{3hNIK9yC@6&zFjty<EGM>ZHS7^kTh;
zE{~C;MjTXd{nkezCf2I7lZKTbS*NDyVtI4H?^!($xm2=zyAtV@PS5fd5cTYx_0J4c
zqkW2rEL!8D^6x?TmToKIzy4m({q0zqO+6?=BQa|@A$LH-tY6RimadhE*3aa)I)}Tn
z2hCcOQ5j|Nb?>$6SRA)}2i%NL^UFgjn?uTsBu&iZUYpKkTTP@~f2aFiRI7}wPr9(@
zqmXKya+C}eWa2bX#Bxq#n{t(n!BMqNkjkWIT{K=Vn|&i|)jc!zyHJDZGEcez+p7%S
zJKDv+u8khq3aLnKTY|T>q1%2)ov9ba%Sz+N`9AktJnnGKrX_VP)GNNOp71SlZyNQB
z<dOqe@F(QDVvVjj2WUa21>rA|ql{s(cGl_+n?-J14sKj)F5w{y?6nDkqRgB_+8uSJ
z_U6(bJT1N-=kk<TC)whbB@?I+feE!OLgw@10HmnyClB|eg6Ic|3|R~gVR9F<l|vX&
zy2SH->|rokb>0KmSo6{ezuJ?922sCVC;<tp;T{1g8<t@N_-d6?{o&R5-7q(iQh{)u
zSNrj%@EGJEzd9wp*q-o}Bc^NLybt3K=keMIm%UyXZu^cAs-uU5n_&WnU9ZF)+`_@F
zpNLl7J(gd(tL77HFUK!?<u=a?S8ZgmI37&{8tM1Wwrxl(04#?r;BiM~&J-mAC+BNb
zXiTO<^lL@_2yH%^I(WCCF<S>4!y+ym2+nQ8LzRK5SVOqBGZYR4OF5FPwAD8Lzi6Zj
z4~>Rj#p_o^xRC!_$n!ygwhmmHYOyCpS8>u~pn=-0rowRvEf40*=F(wt;EN4_GAR-|
zI9Vcb)=;fXp$~AwV#+un#zWuYhDc4$%4lKx*BN6Yn!vC&92Yw}Ok<$VfH8x9;0=Gw
z-#bv0O(5s2c6hxeKHzX$yOu+UztM*(*9h+Fr(ggfPlU&$Xs<K#fRv!s@Mc*65$iI?
z0qx<-zs^8@3n+F`mIq773Pct|sC%jNt#IHmcqEkYHU`On>B$ISSkjSSeusxfa_da7
z_C-}{fusMR(NFG<>&r(9xW%-yg;(15jn+7BOru{ne#>e!(Y699zP>%63T2K?mrxpt
z&Fd+766lx2m+Pr+&pm2(2A_lGsZC83<XIAK>(Ok)9@4Gd{ZuLo=E}#QqNo9o4ndq#
z8PH!pz_aK)*&?Yi6F{6ViQ!>>6O=>-4j0x#`jhj~Gu*->s(-chqx2)h7b;vFrlrm_
z7DqXaHhAQU83tiwdlWREUS5T}osc8Dy)Maf??gVqo_rK&95xSn^itNpG^{td@iCXK
zSlL_8d(}yLnq@awgm0id3<l#UynM+ha>PxRZO%D15AXZszdAX35wa)xiIcOs(z;o1
zjFL$a&a*Vi#4x(Jpz(6zYl%`t+J?00PA#G~9|Vh;-!q*fHvCoLm6KiTI@zwYIig91
z@C_*4I!V3bAG;R0-Vx)T^oU}KEUEE{er4C^L|@)2^k<4kuuaSf<`+Vp5uZeR!HicL
zS^4BU@%hfaj_$3mFWT|(zb3-w)1)zO&+x<|Jhq;J8eEQK_=`fuk+lg=yxF`ThDsJz
zJf+oXAz@A}fLQ~DMgpdeHym2SiN-g7x?fWABo*vY3~(>dVtC$1ves+0<g$jjwtuEs
z1Sk=aKXHuQS)x?0dTiTQZU}pgO*-T_-Tu$jl`CgVQm(|k=l-rk@1JUEdbn9ku&fZc
z-dXjGT}Z`f^(p|SmGb}c^p3}izt%P!=eAE4|C-*p^nJ2^7<_Is-*)-p{LbaG!_D0Q
znVpI+HrYJZ+gmwX9+_@xmv$fCd)C1Q5zkCjAtrs%wv@8nwhuhtYv&91M=i3SYWRGw
zdHIVmZ-5WKPu@Cu3SVBPg!3!3zfjL<6B7m^bT6&nEbi=d-0CE|c1?=Zxz<jkE%hUt
zCZhogyabH?pg-N;Gnl3L#u#9!B(KC%nRh?Zd4mkdKU-cCc+(F40|ZcQsUmJC<Rse3
zMe_k`_+i>luI$~zv{J|6E@9PU^0b#24dleXVi*9Nbmk4Py#QmFxZ-8U`0K5rHN+^C
z?g>C>05LkaG9@rSas-_KhM`D{O!(bcggS`4nvaeTvImP%S^~)WxC@GB%x2UEXOJgj
zC}p!uJCZjO9%$7v_=Z|XcvLL=kRseJfo2jO&lKK@JQCmJcQ&F@bbL$y2;Xd%#_v_j
z1rbpOZxPz#NPrarMMWa=LGKF;$WX!rTK+*j0G`AfwXal;jrefP$5(n&qL5-wNi$H7
zYawQ%qr9HcXDN_8p+y}+thRjF^zgcM#=6%H8X49oZ)wO1KVuM|r7dU#HVUe_9zkmc
z55s+ZJ0!>%-_A{jS`i$HV=j5ZTwH@C>?v)A7@UREpjHTX^U}m;6`PYltjuJ5WGaB&
zyO(LWp%hLYOh&4<dWEgwsuUjhQ8xI!Y`8Tx#s8fqJ!)cQcWTY1>Lw07N%1&XxZWIc
zkhc&J%BK%elqU<+U$bWJg^d)!)JghyqS6Z@42d{n!EU4}Df~*aClO8_VE>d*NMkw6
zF1EZceyVXRaJv(EK2o^h(Z9)uVtW4reuHp5dGv9A=<8Zl@59zB?ibIRx3_#WG1`71
ziQ%H%cV5M!?`3X=N&WzUtCpm{hZK725G>AzV#uBYrQQ56H{_GdAGgr6$+O|D#P3tt
zPaNvjtd{{q<aZ?K(r$m`+rezSh?iJpnd9mRn*%2$3z#M=6?3fOajSVIr>{UtKf61=
zq9KEQ-TLu=ZOu|7U+2Zuw4RKqbnER~Z8H{OpV|&K&uCHrm{ocH+`~|6R(Lh2Ry=kM
zXqwv_IomURA3-wPA%*0v@7CsGGd<3iU6{37PwGFP`IxeH!gxQxW<?aP5|!Lf1voHc
zMrRm-lbFtPz~tKB1Td_u5)eB^jz7y-ew6kD<L_hFILTng8$@rbte_S}zZQOXy)6F<
zOYr3)01$2NF8W>n{it+cWv?bO*)E^R*9lpM{Pzv{H=WG19hMjtF2quZ1cnXD`nrPa
z9FKGPc7E8sX<-C%tnxg|dPZpNYca!oAja0zD-Ac|tp7{u0rM{!UV+Ct0Qhtf-6n%9
z9}C5Vb~sk}KT>Jq-rr9>SU2JGC$CnjMnPXiFX)(K#b$4`xn*F-^G@n&&(15eN`8F$
z@7bpH(YLnW?tzm(Po9wh>tCTqQsLM@g^4|n`b9`ii2yy^ksW*`67v!LQ6YCHP-g1l
z(YxJ0n+vmvU+-)QRDFxKDW|({bLA?r>*--XD&+R;pFeb2;rkAi>@3|+^;IN)k{s&T
zSGw4jx3S!h&z{))K*+OTUD87>uLX&UU7}6A)l#0c$Syy`4C-1h^~{|l{+|9+zQJlR
z;cGJS$VBSMLv&rRf~B}3E%uw>QoOOC>E?~6+3r=+Q#PKi(~rxo-oO0M)FdID#eY36
zYy6da$|HvwyRm7whIaB*8GR;p;pZ@6t-TnQzGv%d4eQagwOu(Xd`X#@<6oC`?^?gT
zYc+YNVB)Hf{%by+6D}67t#_#XbexX8z>i$)$5-TtwcZLrEC47(IncB`VPX%9%6>Wb
zqyF3YN5(j0$jv5D`FXf!OxN!|fn29Yk+jr1@2|(AJ>o&PRwDt=y6Pn+rOqlYy2OKU
zoug*xy8&(H;uF`7*XWakp1>sK2AEnsLrhbGYJHMQqpoTMb}vh7&s_V!MuYz0f6yO;
zN%dEg8Vp}oTck9LX*BVTG#h7zLR4)h+M#rNFhPBCa_~~uns0xXQz`mg;GFrNdW-$)
z2Vrdmn<m*FRSiT<rSB$I`!`k*y@hwX#&R&OJIIrmIAWN&9oEqY>v(+;LB;w3(_=>(
zHF{`bVPtgui^$O6pq>`9pip7Aa-T}1N+eYj_#8rc0$64C{s7e4jxMW(C69Gmdpp;`
zJ8PT2x>n*JJOtX2;n!}og_DKJt{@n43VTV|{7Z;20}kSNO7SWGvfrj!_p;!eM8L|r
zU77gHHW^?)`P7vZy0xMpO5C~}vJp8MOsQXW`AqivIkD^-@oC$n{5fLYd7W#UaPhEf
z@4x0nEQ*9X&PJ-i@)p?PJ3Zj=kdd#}cQ3!TgO`BWbd3hE*z)`Y<!xe5GR`4?t{I)n
zQj^feXcs;b!GxUA=a1!)@kPCRbELbfhN;f0D)YkM4@<UZi+*|!*I(~%Ud;*`Qt}%T
z*-E!L-fsUro7eDJpy#vw;qFzIIgMM*Y1Sbk?|-M)6HQ+JmVrY#G03dPcVvEgJf8P@
z-1=?K?_Gmk?YqZCc}}f$Zkl|&??ksV*aFhxEv|n5lcKF+{!oSb07lth@ST(I-N2=f
z#G6ICP8=CT&&xe8yP>7Md*-F{BKi~}Pr)odhI&0K0J2*JD0EzSe2J~>lN#)TIdxFF
z;+ux#k^|TmpityChy+yF`!98jbw59VT@BNJ1&j2Sy@80miP}OiFha?vIQWhFsMVn0
z9*)!lycuQzvkEj_;Q+J-J&F)UeMBs^4DW{Bd$56p@8QGE76fJZ)b=Qr;4b>mdmNxN
zMk6wy!-kxU8WuG~Ig37l<eiDqiSnzHY-4XAy)lt5X<@5`03>xchG+}@*U!9{Ov@UK
z{AXdcZF-}x2aKAwq=m;W3wACWfU}$Z?RwYxInyQibOay!DMT9y3c9y}1ti|?tDO^4
zgTr)tO3g)%9}@i=BdpTf4SwGcJ_62WrWHi9ZMu?9Dc0V>n|l?ZnzRoK%4VgUO;Zsk
zK2kHFxwQLS7t+?cq^h*KEp+-Lee>K?8u4-J{_j#!_4`Gir^{++WIM_h1e|EFuRyi)
zXRENLPY0?`daRXB(;7c$NegBhN4;lVQqef}@aa_!1C~vAMu>p;L#EEne9#T0<{_dL
z?Y&%I%WcV=idWmi%c6<-zy$=lDnJDGtCV}N{o-aLk#UdU_lkL;4KezQ>t9(mXE~Xr
zl35he*`(80?_ATh6jisrsqrJZ(977t({$Ck@>ac}#m5I0%@ha?&r_36epUuGhUPV9
z1`-0--wLPGt!Essvwe2da35PuS&{QmeDcu4`H@kuk(s-<ZNX=~-1y*6xz%HxHJ$yH
zbM30WUo?GZ@|CBW&1TD!?H{(wj5ue<N+*8EY^H1EqbpP|-s&0uuW$4}m9hUK$Mh(_
z`Vn1cTBUA!arM3G1u(k0&P}(GJWqxCa`RSorveIGn_S>vMM&c+IjY`$<C$9y@W+z+
z0v`XOI{IIaq}Wy0%@S8Gr<(d8(J+Zw^-h_WH9D)JhY!<LC}zu|9LK-ZZ8^yw*W|`b
z-xB`~Txpc|a-9CvW3HLC9*UAw0@|76y)$_~b~0EmgR7o|=MjM~CBSj~ZgdD^|K691
z0y=PZN3O_<SH{MfAbSD7j%CN)Xmsgbgj^)<&vJ=<X#@100ELia4$GsY-j~5OS$jVm
z@{$E^kLuICU4D`bthCL7W5R8NZZd-v$K5gGub_FzHR<~kfJnL#+m8PL<@cyMU5<c)
zIjD`8F$u%^^h4-NpoPH<Qy&rj`caeKhaW=bK+%dzW70C<j4h8qYVtw379|H+lEf*y
z92k_K`Rt$!6|@bQVb&4s%)tWwh%SwGgq}%JhH9r;7vC;~FhdP7WRXA_5FTm*Ki;NO
zM#d&Tk<e$4<Yh#{`--2t&h`V)>xW3BKb?i7_N*L#R-M0*I&H_t3OjyEgORJnPG$p{
zCdRTHie~(jcrHHCiAT2_^MO}n3&$I(-VuO;^N^|VaD8~667(KYAmi~3r`OLjoq~YT
zb2U85_O;Wv&W8=5OhE5eP4?qLB|>+i0Nc`yKy9kTr==|X_}=)EJZoq^7ifmhh>}t2
zu~g)j#C%TG&SpCL3-26p`V0N6D`1OQ+72nnX~i5^VJ@tFe+ntvZH`DBw<grO2=6Fw
zGy;5$X+^X&_;CywG;d3J%D>x(ur+hrZ~Jv)-S7jT?Zvy?n?3UGgT913&%sfdJa^9V
zPbX40uOw0|jsb~vBsi&9VY_}*`VU48%>iEnnwwr8(&+$G@s}}9XBWS4;DeOyA-sJg
zsVnjI01i-=E-3PlggwBd-wqS*S1Ao&cO3nMV-ue2c$sDce1*bKfQJg8b^0LNP9dLa
zlOdVptK_<Sus{x)E6>Ak5qfVe@#;lM^-!ysUj96QbyKdnmB_+QAqNFL>#CDe5;5)i
zV8n0-`vIXqt`D5M8-^f}!Gfpw7*`d}o8VDrUn`zgwH=1$db?d(A?Cfje1D6eLnlX1
z-ES0z%O3Av<K5*Kv&A%HUUjtNSrz3+Gmn(=h!lyvvN<;X_vm>Q4FAI}gg+?4$`*#|
z)<4HumC}#%VPkk4jA9r&pGSz}Zg%`v@NA$9FBHQp8o9Zjy3GG`bNcW5V|UEELSXy}
zYrrC#WH+vzLYBmH$58MGG7B8MXD0Yv1XcWi?QM>|I6mn-4QKR%%n5{7r}sL*C{OsZ
zX~y;DiIlWo3?oNUI$vdg&t>HTBJPy{>r$$W>%4k|$Ga*=XSaoK2P*~fTG;x!(+qC;
zw?IaOxTCN#ev#WZ>;5#|sVV{B&IJqyNa=l)Nve|qc={5=M?r<yAP3vJD);h&hLXCn
zyz*-PYZ1cO{sbB=T9_^kL;Gb1Ee(PRL|kw()JH$kM=KJrAvkQ#Td$9wpGKCb#lCkZ
z)YewDv}7bEW*0@pXJ)o{gAE`G0SqB402}@{ISr!TQc+==i;KWPDB=aO9I04u840E=
z&Vohu;@&Sp`uya#CEL}TtFY(`*jYWPV<EhN509V|4-@xW<Ze8me|`V~^v%W7*9RdZ
zCt*&ia6oetkD-AwccLQAG8Gjow7bgr05|R;#Gb`?o1%PK5|Ruvg8S<q!m4!_AV!yH
zhBo9|AY|H6OoZPq(0{T37g|g&270*JUUHy_3E1kIxY|!iwY5o~uc_Hyy*sU6qw8B8
z%?3@wdJ7UG2<=lvSKD=%ej78cJzym_hLKOEVoO!oI&H4}y7pr4UD8oSJcdFnD>jpz
zC2T{JdRI4oV<`4Ye;n@@4UQqb%p2h~?D>MPgA6huxiE`K6?XTyTb&2M>D>f$RZ<YE
zqxUFMgO=7}6kWp9-;8vPz?Q(mSU}Ir6uY{jboNMNjp?3YO3RHAa|&7V0;w|FI+e@f
zd$8-VgLBfHQi=fSU4yFJW3UI<d;|R){_}N;bl^u8Z-O=61e?EU0(7>AH|Hw`W+_hf
zO}z_R0e2Z=mgiS}aP7_N5aDL6<9jSWy>11O&0sRwl3_)NkBX-eVBK!4@-eFPJf=+V
z+55}sYorH=6G%@9#pE;)&QiW`E=bh>Lk0#G?Pgx+6T6R>wJ*=aRJmGtJkQ)do^E|j
zuTryUyV3=I#IqRVrJsxq1Z8fX1(co7{(7_Pbl&=Q3oD1(>mrWU_Pop(vad3^W?iMz
zYMl*0cQ2gmkGI$6W-Cq+Vz&q$1<g^G%0WOG5LbANO>;y2(Q?t`+W?uc#^(LyRsU42
zEiZ#_^N%B9$=J!sku`KLuGY33IR)=aXGTqBuvyz!hqTn5oDGg`y&tN2YHGb((K>Gv
z8p_*iK}bGWT-(%2O=G`fV$0SWf6?PSwT7L}JiQ!a8Ey{zAaN!=p-@g2QZsRW8uIt2
zlia1`_p_3(#enjj*R*MH?O)029!EMr0XxZ4IVgR1WM@ABp;v)z((Wo9D(TF(xJmRw
zSb`W9VrJ9KKRe`ek0osBALysoS!9(Rz>3}lJG!2y9Br*~P8IR9tRR%9uIA^CB~&P`
zAlPajIgjyQOX-X~h*1#6B86<gK_9{O(&tTN!7fLva4@in!It9M1;jx=<RX4FDc*n9
z*>WZj8vTf<x&-QF4lia>a!OHJH|%5^<4?a`U{d=Cj_*(W$#%{1i&mo{*#q&hV=c+Y
zX$At~Wd|rj7Gi7h$qR81#SJ7EBmN|~_UJI3<^w3->atL2-^%&Vcx9F|Fii$;S|5LF
z+jI~7F?GTv5^GA4C`QHIj=G14mQvuxoZ1yKLc5>3(5PO#$~*Il-h7*Y1nplq%))AO
z|6_k<y+ji`<qoj0sNRav-?P{x+0~HFqvpNV8{0B}5#1V>5wEt5Y+IIx29o~ko4J%3
zBd+7m^q!Sre_H>ke@C>_83;AMw9?qANGWgWJQ7(d-2Q!{V=(;C>B!A#!q;hq3Ahbl
z`x7lh)aOM<<|^SfCM;GJB5m`Ap-oMv*4U}-)=KV{TvPdnce1(I%2o?f#wwe0iieF<
zG;^f*KHTF|Oo5xE!yl$|7^brrX0aHhaF}uIiX`n1C;1K0u{%Y|l~BqTgQu^Z&kCJm
zJPa>9#)%%ciJrHK1eQ+K6?;JtbkQ#Tms`s96(x4%%H+4Zonn5A0-(h>s4^=*T!?<&
zsiKuFm)r!5e;w=l=J^v~6g1QN^L==4c93EIOMJ6sPW6Ly&6Ajs&h9_N6JwuY-++~T
zC}V8q3T^=WbKk7$tIOXS;ne5Cf8TNZ_g!}PRQYF*18H@l{ZqoI&LGN?f}~G%$+w&?
zN=xi&*(5^zqhQ>cSESQJr@@z)gHp~xy{iidh2N#bYOTxa+D&V<)rxO4docM0gj>8R
z3+174(1Q<_MOY5tX-Q#RMBzI?u#_t;<wzbnTm8^_;{z$L#d5|n`a<anFz~p#nm>R3
zu0~@2<>E`bj=T<X40#wntd+dAbpg>lH}?aqsAdr?a{Gz>Ej`j))NQ#&Iggt+bv8n5
zmw13Gl=gU~1Gb-68+mO9#wPS>=ZyX+5<!OqryIf>=R<lO%PlGgHd{76S=lE~_fIaM
zisqy>MA#|&s!c5a=v2muB60ACrw7L+g=?e@PyXtz>Gn=ubUO)M!1SE(H1weM9hNy?
zFMV3?o}1BSu7&L-B|wJ6wohO@pBhsS4dl9fLeP(Gl4MAV=FNKwmx~+71Z)Ww7v`U@
z24YnZM(K{Bl34++KY=+3=%!J#ywC0bM{(FVqF!X~gg2~{^;P$KCyl1`f#7e~&+Fbz
z@fudi7g@6xTRqikTg>$7GW8P>-*R&KGSWYnEwRK+eR{_*{;@;){IJTu`{Cn7wpa^)
z`a4`)f4RA<q-880m;dxAHGlU&)M%)<Y*4jOB{YTjWh`fHth{lIPUSlAlqkePb+is%
zyx32GGE-5>1_oI))o02>bv$xT77)YR^do?CHGoS0($=ZO`EiM}U6u25fS;RIfCs<`
z(K25w-JL7baL(5k%z2g(^}y*!r1)<-(;37^?8=*gsIA_k_28TTiIU~w$m7UQmIJ`U
z1ZU(vg%h>fG{pexf`n0GM9Q7!;HbdngArI2V5xrdjtma{IcLs#+xar@wIVk_c-yOo
zzvc*!j)wB73PobuDY<aKLKh7VpJ4d6jN4<OlO`=BTmT#6kVphztksmq&9#r;@}>oF
z?6_>8`dYmG1OuaQAk18uFpXqCVhkG{e;NgJu;Gqi;-{V2|Ct^FqbS{Tuy?}(BK(x7
zZ(rce{7U`7xXY7TS*>`m$PkNswzk?iPu_#prs`?hG*l`uly;PujG*WWd+kWcl4<d0
z2)1}zLx(SoSG@pM;L^}Rib&iC_sNtWSqCi-e<eQqUeQ}7KLWHz9}+5#?Sg+4=qe+V
zu}D?hBWdi!?1>#Lp|>=2)I1b+8dH{i^TUOZCAopcGXsN2Rom1qXu`0@J&-+`<!3J2
zk1P&r1g|jc@FlpO^_hJ9k8Kr24!qqJFGspdzRqc6LKS=TAmU5R6ES6O&a1Bv#>%yy
z@RY|zGO)hs%p!ZSCf>F)y^yyOyPvR;`THcQxo|Z<_0!nV$ieXTV9rq7y>{5trdHKt
zhLvaX&V;GQl*!|7Mim3^(?#B|4LZIO9Q)dNK<;B69N_5blz8=%LC$nK+s|x{abDJW
zMwW@q?b(ebbLaK^YVS%(-_nWCX}Ps8bL(zQeM)t)Nc9=k`o1RU0W@8@DvS%qbTEIV
zALpdH?$@Gxc4~I^UH$Br_{=+7`dl=<CyGAl1y!F##I}lk@YlP-bY^aO<eXeHJ6to5
zx#TLj<Q{W1Ug2u=e)g4pF=o7j%UQr>-JWBVh}%<=iO={?=EmY{^}EH!Jcn*cD)(nU
zJolU&tlP2u9#G43_FdPT^O9qh_15WIRaWxRs|&U52UZTJH)}xY-|-^93C58KMH$(S
zY<Pe;T{D{bmN1dv7S{exny5S5i(k-s*pVR%|8R<-<WB8e%oUO60dCeOi*P&{Ej|vA
zJo~6J6p8onXnV;dDC8rh&M2-iZ+TZRUO*g=<m=YBB(Hk_4*wl)D*({`P0Z&-M0Xu^
zssweaRHQ)|3;>ux5^<k#FZaSVIB7+_nw7V%oj`o$%bw%xI9(j5lFHaS?V}S}!Cc9J
zhnr=H9t3`5IBu+gBvS+e&+RF{B%?1V;80CW=_XQN3=AYCdz}-iE%o6I82leQjySxt
z!x1x0`1OsxOL7rt3i?Pqr_mr8yYWaCp2q?pnotGESk>5wAt5R_lp6`B2Lhb3bg{fN
z%#XCFdL0)0nN$b?Q0_wH=mecRB^qi3!6?RR77Mb{az03-iEdyi$+5H6y^}GDM-zAq
z;hIo`$Sov;BJ@>Amd2GIQg7|j|C184eceT40xwp_jOy5;qhqNg27!LhYB;B#0N|>X
z0`&;<&hWVqS-4P{noNmrm6rv_0tv`ipb3$tgD-Uw&K3QYi^_nD>Lu4190#9P+=y}|
zz}Y}gfYFmn7-Li&B?}Rb2f_{RG*m}$gLSxgeP3F@pvpTWfiXOZ54@a85g9c2CTNi1
zdhCNzhVbWGNDetRI^Nrjb=P%<UKcxpzb@=a%ig1xp-H4?3)iy8(79&CC{0NbKyVNx
z1}fRF2)va<pLA6S2qPRjPA5m#gT~N=Con0ts}wbgvXH^V?JYAByFer~*b5>=ZU^9I
zd(d}HFgPsk3e_WUuZGqrgW91OP^wHrm6+IT-HuH7d4@=Og9s_X+S;9>MM=&l5Hh-r
zoVDPy7$vcc1CQ%Do1yFEY)fQNxy$3*7qAtdlvhcP9mmUG3PtqZk;Yh$Jaz+Z+J5}0
zdPd0*HmQEPSIJI_q%eV8P`v8U_gCQQg-t8+IKkZDOQu&`jIZb$Ug^&#MgR_or{xh?
zS<5ywADC4Or%1I5o65Tq9dQ%BkeZCuclX6zyKCUUOFT6W<pAh&8oT>bClIL|5S4K|
z4^K)H4<KgTQVT~or^R$M;{${CBNlJD3E$*rn?~XM@#vovv~n-^<cLtE2jE6>?AU_W
z-gUNR(U^BtLu+p*>%?X4y~=mp99KNO*sgwj{)aUjE3A=NHlVka%$guQWD1$B9AWrr
zo*NVrwEF5tJhmZdb@yoiDJ=M}*XICKL%^@E-v&pberbuX<TrUXR=AcIg%vi0H5WKG
zvai`3i8B1f2sO>dWNpos73yE=r@Rr>O&Cd_(W8ZFP}B2YP-wUA{Utw6X5ymbex+m^
ztp5mZq;%4Eat4eYrP&q)^upG{f+H;epYNH|wsl)_@c11YV=1do(|Lsk5!imE9$*X2
zbo7$tSFvd$>#0gXz~kXffdp(gqJ4q`8d-Zi;Xm8~<aLsrt=cJsyNg!*P?6K^r01^4
zMXfSrWQD>>%pt=WI}iO)4&9&Jydx%dTc&?30fEXU#;LB@_;W<yywE)<P*>_MZ3m6w
zDguB6rl2D`kaQx;;v1grlk}Q<-Y!uS3@mv4CBW@tdqBw*2AGAIUk8z2z<@`_VSj;u
zcsav4M2fhyN2Gmk#?69+?+1LNK9+gTAPm&l{KE+T0t#c^D<#D|c=MS6Cn^zwgJLs8
zhuQyChZ^9efs_0nf+ggAXG;faqK}ZtesdpF0S;5Ap(KvJ;`*9>MLL=Db`CE}NH<GV
zJNxE<CHOxwS&TK=!J?tnucDch?W{+vc-$JWdl9DvWX&EsqWFtF3h7hD9NFx*bSHK-
z978c<!>b?4Svg*jhcZeg!%i(+)P)m1;{-8Cz%jrI&(tT!Unt%B-$pN7cwwR}utaWG
z(|>+4tNF(a@%~0gsYo+^Sn2;bIuC!U{y&bJ-D~7t+4Ei_dlez%-fKrhlD#srGLocl
z&Fqng>^-uH$lgN8-duZU&+Fdb`TqU_m&bAL=lyxVUeD*@UiY$W)ZN$yP3gKl!VdsK
zDzlK-4s<H#Ac!6_!`0<1=ZH-I1KPw7)4d7TAbRLcoy(A?*L3Jxcrk<HNsQ3}#F~`E
z!JhyN#GvIBFS7QlF~5dFc3N2Nu{{8om+OytR4h>EJUnyhCc_UOS`%G{xD@<qPT9se
z=bv9sHy613!ET`q7(X;i968uv|IDnWoEH7u8AUh`V(T89k9J++=gcmKG$Qa`_FD*1
z#jlo^qj%$BKN%Lyl)Q-hH3Si+(--Cq#t75dtF7&c7=0<7GN;D*>GvPK_HM6^2*{}<
z^b5Lh$O<Cj3~`6#gX3$k@=`3YV;sfJJe{0G|Ek1seNJ(7aVcx6uO#=nZ3>;tI<vf7
zTUb7JJbvn#-!hy2zUtxC>6O@5h)>~}W!bTd_#Qgl?sC+Qs~zI={8+K!#8U9bjlMSt
z2@zJ20ubEvV_=fBfF$-Jvv#TZ4#Lkn^PmHOy!;6tP{d)39+Q&@kzinF{o-W!3ei6^
zf()h!)<BP-OzTdUR)I?N-A~y^A$<Q)gZR*P#8~L&!tTGB)eWMfEZ}tb7;p}?lRj-D
zAi_*g?=CPc|7BYrXV?;F+>>J6LD0jbKSSjbg20{L4i_&~R>S!|2n*VB@j6pbgR_Y^
zJ<6qTY>PIvyv}@>nEek8bPoPs@l;0ylY^hYaTCvRhVESq!d0Tif-MfkSNW#6*CET-
zW!tb{j_K!P%|ODDFI4~LwkU|X714;qWgT{@tsH;O-^kG%QUMx+>_81Gr0rKZXs4N}
z41WvU`M!U2>s_JW`!E6cCo{ligzr#*eg3C&sW>?aM*Q%RUpSh!J6=>x&e|h9n#}4(
zoKNB_3)Ve{m4}TED=K$=J^t>IAD-U%Yev``62G?_6g7}Urwuy@D<Hyy&D9|0P-T%e
zaAZL4pQ?fW1g{1U8!4mj`)|k5VpF)k7p?znyX8|^n-G#e5X05;e}5U6%Npq{7{<;f
zC6uXY#PTR7@+v=$<LZy&>U-9%q1&z=rx+d=ctnGBw`x+>VP~Q)vj-%%(2ZPVPba}g
zwYU}^bw5R;Oe>XGUE5gQ7qPnUGOcP`d}_;IfBot4wLrPH!7w_-zO2|SJ;KdDLg#aY
zP7y`R+<4*0eBI3GkA>OBuAwUN;a{Si&V21|aw^hamYS26o09h%M961oRh=2S%tbWo
z4U)-kAYw#TIdIEI2r6)=y4F}6pSL_)^FE<2Su>5B8O^<PntSYD?y--$nN^d?A3ye`
z_>I#5+$etNDf*sW+HQd86CSrS5}8s}GJBNTFzy9$Aj4~4f%TDc4sqVYKvyqZl`SDg
zrdWQnuyInPVcMv2R;YeX`<J2d+c-31p%8On0ES^3mj%Fc4WH&wuA5un;YET1Wqti$
ztY6XP7QEuUo8Q&Nqok}992^8B25~5yuR4BdTgbJdvPSIQ3Jar|v^!NF%wm_c7o^FI
zW$CmSMWO7fw!U97REU1U;X92j*6NIIO_|HaFJg&bV(||yOYxY*J^k!7(ga2AfS_|j
zFDavodY@MOIu4VYW;gX);Zb;>75}OwjY)pU2IHM;=hdk;uHe+pW|mX#&cr)D8abx*
zfdG@=<yphm&AA(ZF!c*RMYrtL+i<W|@MZ8(QOhOjVP+Yas@z=eT{~%iMk*Qr;I#fB
zhUi{~5W~_Pa9xi_F~lNnM73e8RxFtdgi><AMApl2eCHt%m$j<kNw_38Wxj>U`0bWA
zJTEs)#s-6v*lv>gKUF5yyXjvX>POL(ed93^e>zw5WUfYQu10gtLv6-gYr$P}{`kq_
z`JXAsz#N2nPkDW}Yi*C0!E8vV{<C1c4qt-~PYZu>Ge`M+dC_cfX~Q%922=fNonnKs
zqU1!40_!}kwP2q-ue7_<f4aVTbZs4F)7o1qJT`OkeP{jdgPKEj2H=@?bK|`U%;OrG
zYlB9$R!I3JO|u{`1M8d8gNZMI#UCpf5bq00_>z@ZofRxTY0~<D##NKl#FdJG{Q~f6
z_PZ}1rPcQ$kbA^*R;r3M&`*S-f8`>$JfLIrTy=>g5Rg7AWh7i3O!#y^=pjJHB&5sA
zk_i%{ev^Qj1zcidLP4La+YYnXb8t?59>6!&H8H^97atl3dv!~rrd6fpfZD&+3I!B0
zasJ$Z=|WpvNt=SilKr`cJYaGKqu_PG-4@XUYM}V}ryjl<Sk1w(O5FK)5xPvdPFM-@
zxCA&3AH+5Sm_4#$S_6&vE-jYwW0uQ0AtoZgNo4)dCkzK56rYB{C~p(j&%qBMDp)bA
z9I);eKJifl3inpX@7h8vhw)O<1`prSTjh(kA(}pz0C8h+pwCV_Q8H)XtX0RyJ2{`x
zy=uw5THgjWGq`RP%lZ&V<K%2wpzW!7>1#^51t6k<mt-a>0OgBm$O2~*Cd1f0iG2${
zP8l9&0>ALGmg9IS{q!l%mUG~$x^QGG-%R0vIsZ_aDA4lEj|u+*ss`hsFJOUKMX$_{
zl`-(e4r&4T2%9iXsb=<{y3ahHFy2kB3&F1Ym%#praThjH`ox{BB;1r$pfUO)B=sWL
z`v6k3W3y%atR1mxeiy4qjDcAvZhx<JSluDNe3R#GX7oT$fJLx`aX|22uijYLHW1HW
z&K(@Pzy&2W_lEAbF1-_Nq0f4iQ|ee+pZV!u;qcGIjOv7p+On~lID6w4u0nZ2{cmcO
znfgnVMsxk_xor>J8Rwq-LJ2^@GxY{D-}s_*G0eX>m}gMTMug0)+EA!Db5CNl;^@)e
z;j@Y1vytJ$;bFJQ;lr`v(+TOd0yi0GGE8FdlVfU3mZ_TcX2HFzOaF`^NfAtvdd<L^
z5q*u(izuTBVb+~@wVJ&BwTU*1LvL7LK8&d{Sz?t+z5XP=LgDmJx%S`vewX02mOd&2
zD^O{5;N&zw?~r`RVVt@od;l?!h7J;b1rCNsJSBb-x-sO4R+puWEGm?2Y7PpAAy=Bk
zhf4}29O~1fVgVf+1))ScK5jx*@tqQZ2b_4<A8bg|c1BF(#<y+uGGecolCn!XVu*(&
zSSWZ&n>=8ziR!}N170j7%IdNUYmCPc(tsmb3q`;-{6PTsj3+AynxvR1x`u%>_{(w*
zS5SWCT~#9WC+n1m;D+iZBjMUSg^`ZG*dlkNb)~}(fvm3zG(@}GCa4`E#!uY5sA6e-
zD+TC^YBKPJ!oi&cx}m_P^s{`vcn}}pH2K@%N<xYXs({7^AQkT&C{Y?b^MF3Neo^z^
z&j;q%Huz{~1=mP#1y@JV7NfKnPoR2WKHKLHnzBwDPJlR*g`)&O*^+X&@(0<_(Y(|N
z<FYb93b^LJrGP_0bR<Y{{GA%WW&4oi4=tR;hGT%7X+8K!1ZTc7hJzHPN*>?`HGFHO
z$H)Uzj~TywCSxTc=L}T=C+i4Mxq|ZmJt(SHk?$diL&#E=131|-@)IE+m@`C}L=%yk
z4??jL@hT}o018toWK0^M76ZFOFzt-J3#;gieJJnV573^(i9#z0tOOXqQ}2vuk!=>F
zZWW|5@<pqmQfptOR#~N1*=){;y)E7P_2MlXMRN2*&DqFX<O;J&iWD!O1a;q2uvEP0
z8=jVv(O?ouBfY2eaDe0FpqCO3-PnqBm(~WkeQlEt%n5=DP!RI!6#|{kp2(a$o?i>k
zRlkIFv~r1W&M*RTNMu2gf-9I2;lH7s$_<O3jX8#B6QZo_Gb>^~F^9KhVSY1gvSIj`
zZs9C|@M9~a5RYlPA$AV;`_1O+8%ExIMlaHGH)k$df7lOFQ@F6b)ZzQ?I_%>!kY`b7
zbr3%J?%}{#I`d`fdoH)^*iOh3Di%!zlrogW9|;riEzZ&S&W`B>VX*~8Sa1Bd1R8m{
z3%|dFu%vU~Ge1ZwJSH5%!6)@X0uOr1&z?a=!G~cvKd=5ESY?{7Xa5A2x3=^lpdCW4
zn2z5y5C>r>z7dU_JY`KmF917B4=n=$ba8Bm_2CfDDNXneTuj4H_(1L1eeI{G(Tf5h
z>_v@5-kyDnWS!SCmSiD=1iS<qOMXwJd0ZJdnYMBMsWHSZq0vdyFgY0#&-b!(!H}Y?
z75i3R?E{Q--Qz~uUeE}~LC7tfc6;C!<!xpfoXm**fhPk_K=3B89>*lh^(c#UsDFaH
zb@~og5vX^1*_v2AeqpXT4U{{(4i{4Tzd&l~<(sQ;zZcF5COvU)j<++)%`ZoBgFT6s
z7hTH>1DzAvc<)y`){ZM`y7LxRduqlj(sR4c8QWX%14VsJJs-o*60%&P{93d$pUM9~
zIQ+xf2+2^x$4j6KV5J$S7&ywANy{lAEGP7UQpJjd*gy32JmTn#+=CYz*u;ATp;vGh
zfAt05vEcLmr(4=iyA%Nt_qa{vxk%;t!pDDU1XGXwHh1-Q^|+Nkzbu%F_~lgJIj^O)
zEFE2J68FWR%87Ra%eL5Xp3X!YSCzWzdtTyRJyC6Y8wG_E5OUh$4;m!_^QF9>S6$Gb
z4rO<7T25GWD};c<l{)C59wEkoY>bc}3~|(ejA1Q+f3HiB1fD1o$ksC)(o$+e2lE-=
zT0Cm<(#(p351G?CjzuM~f%RdD!9_psN+6Q1jlNl3T3}pWQ~S}_Sy5YCF*!Ms{Wl4J
z#}lrb#~y(IQ<@VCAY0o6yxHy&zVI%p_r+OkLP_hOXV-p*fgS-lx0BN_B#$7qhtZOi
zXLckiCARp$9JVsQil=YeflDo>kN!O7$T-tfZ4rgkBA<(qY5w4FE=_o<n7`}b+q}3n
zb!?z}87Li%*)t-!f#CMB$e|<XzwfS#Glc}yJka}vetz5m-hRR)mmov$&^wnQp|w8>
zqfZJ4BR8Fy5tOUEx9RgEX$ztfZM4YUEuI75TmiJfXK>b~WpU+)pY_fKMemIDs`E-_
zg8b8u)RVj`wJ;!@gU{BR*N2=xWS*~?hs1>(Iq{+WFbsSOYG<e6jltUic{9s4z<4Wa
zN|#Xj_lS`Et|Z-aus>k=%<F%7pD4#QFDq%FW$M{i7yh75gf@x7;G!=0>_Hz401cl(
zL@n_LZyX<l@%R$#9SEv1gn|E<Z{BJ8EBv9_7)yTyxzj7_BSxxtM74V&**GicRsQtK
zx8)>|kVzSMv-@8_^^ksEa8wNh7X83i`uo)l_zaTs2hIBW#`?#e?k-F|WfSWJjER#Q
z`UHr#=zG)0U1Mva9HUJ!WoKxQ*GrB7^o9`ccMZc;$vvhHt@*~gQ@v<~KX~hi*^>Od
ztg8fftq4FuUpgNC-tRjHNu@6=coWsv9A2z<uLOGZdR|L4&l+Dld!9DT)Ad@(JUx5S
zyl8ymi$2}*mqD<W$Tg7}`h0La-FhAW?_Z`|ef81m;L*yg#^Su$)lO+w%Un=BqZr%D
zRmRzRv;R7X91)3i^V(b?ZG|-X!F)f~P$a{AAN{>rup5<C?322-ZfOVB4jyAIw}K&i
zr%LjT6VHwvbm^Xu02s-ODuv9ymwpZ~*JD8Xs(l^ut1%@PkJ^JBxs0P8kQ_mNZbv|U
z3x(&31{X^PjA?8|6Kn_Q@}F#QN51Ne%vHI~9emy$@-`41s)EaUF!%HB0LuX}S(zUk
z*Y=ZZ1aRCl?7^;R0zh9BRG+o?j8*_yi27u@kGJ)aLbTkLM1;T+RqEo~Y`|{Qn^oBU
z7;QE+WA=zX^F?_Mz;pR;m+CwJ{5oZQW)Vo$mgV8jOS2I_9$+gKkL(Lhjzy*u=a0%i
z(3*dt4>c=+A4o?cZcE(Q7j7AU|IeLB{@sr;58JWPi697Ke2q(ejvP4gmYqD`2uAh(
zJobZKwIuJLC1%er2iBhE|B_cZB5YMWMpH`N*j5})5`RCxPWX2!u&{sY68@nk?`*BR
z@A^LGwa%8WURyN$Rk4I)6Q55W-0PkwMrLk%uI}Lhgp`az3?GnD`y!!9$NYyN!-7Lm
z!{S}^)Z)>M+Ih;Cz<(ww@BdwmOWE?kw4xT7*$w_}r8>Tdk{t8YKS<G_uqHLkP96I-
z7e6z%nmpIJoqExiI(4*bhqAS{|6pMGM%yeKEyCRv!!6p@0_V@<dsrwW{6kJWTSoSm
zq?AfLi*W{<UJCn*1lH&58yzvO8zE-PAlYMLHd4Yf1w_LeM2fokj)S@5=Zq-s))!1p
zi+9$?n6^e(c4Xo=AAVgHPuNEb3vPbUI`H<rc;>eI9q!e1pJtW#x6JNy>#~G`a{mB8
zaUgod%mW?W;uzg((;p2aL=3#die<3WC&6l-(R$`cxar3J(*0Ix{>A4@GT{Em0+4lz
zdJnNFK*Hpr2SP#=`@6Wbro48tWrE+g)c6R9BBJy=(y0ET1TR9iS^C12zq!6>&!E@6
zfpCf86@(a_`C!0vWoz(4R;U>E^$QMknE4~ioOAy*^gL9V&BH_Z!FXRdIa!9eu?g^I
zn?mIJq1B>e!hmFt4)xzUB2GDJk}H_ET%$>v>2B$3i;J${>Wxe+p{<#p_fnO#TvEhu
zj6x_HIYS7Sd32zlE3d6cGdAumCxYE7q*hldd}Tcx5FkySChQ}*Es#X*vUwDf+}@gs
zNn*3kiouFsdueei9u8*&sFF0DA_vcUwb9<s&{oBZ2e^!2=oqZ&qSCJ?!q@JA_x$(9
z`Bv$b73s|RtQ#U*9xpB*lj)-q0&Cm&75mBrm*t}KI(Do>iGC6N`z+%WV)SpxcR>#D
zP01uj(Ts(uLdG(2r}uw;#y0r)=ctDCH(JWQ3GwZW`Dl&)yS19=)h(?2$^uN{6_B|B
zzO`X;zX9su@p8m3U4CXr$Q$i|llIWU+U^~sXkTs8$o2oAKlk|UFR6tTyiR_La?g<G
z^-142hMYWobp2s`ab66Wj^e7L1$h244p?NG=C#14Im9`XV=%0@G~@O|UZ<Fr%LC!t
z=7dd9zS&!UXFuJOh1&T`Q&&fDbe?V1?YWZ~Z_xY{;eO40_car*OG^H3Qr>P-!M;)c
zzEQ#cOz!?n-o8xk-ot{uU$(nmwtJVh|3ItzA**}J^!q)Dthq-nwuy@Zh0S_KAB#=i
z7OT9`;C>X_d!Bd1R_~-p)n5=t`t7~eGb!Qk?8U;cl6CVkA?I>FJE5V^<l;Ld_6at>
z1F|o&=QdL#D}Jo{T^LB<Ir$i|fq@M%r4a>m7XUbkkc6mb;ScTdk}VMjj?f6sI<J#D
zJTcbRF*evSHqk-(lDLZkh!CCusbh${pveUixH2ONfJJvxs*;1=W{2g?-gA3U$?Yay
z)0rj0)JS4UX_jxnQgRPye6)dH`Ujpr5F+u`*W|I=MmB)=G_0&ie_4--qWsA_5wRx~
z9#TJpOJ59=KtF)N&K>YH#yVEwt9!9%3vf_kUcyfmZz17t@XOYqt>D%N)MmEYr+)dS
z@H30>slbM?qK12HTr{4n5H1=Bmle1Tc;qv`gJ`*)U-+#B7L`{T$zP--fBww?R2T;c
z5e7jPc&M!<wSz6atu1pjjiocay(PPiJ$vAdVs@!!c#|;T9j}*Ot2Yxmdb@J{;RVUX
z7|AuUuU#nktIDU|93ZNf^-#X*5r4ky?aL6%+>gV6CjhGH(tWKCpT&F)(z&!%9IyTH
zLG=^11Hg}ge$U(TpCB@+8G+=zt{Bwc55@Rhzd^6uBhZV0g3y?5DMY^kpp>z{`)$76
ziOW)cI~;`V_?mt6Dc9Suv&Br;yM_}Tkf90m#_;eM2(|L1e#i%X60d`sd2&mVZe=JN
zJ-}MBvx&2?Pqna&x3i3Qc%5wTnEuaNcYWPpZBP9QHnXDeQ8(vP^-B3F@1OWwf3(4O
z;F^qdC!2E)51-R>I76t_GTZE^Uw$`f=1wqY_+2)kUjAG%65RF3+s4XG!_@4R;R_e7
zZZ)HAZEpp%(#cwDh1O7}B*UVuY&j1_jEa@ixR?I;bVRtW$PvxpePZ6C<}XT%Is@*7
z8`I+lPQ@oB{ij0x(zeR1Urf$|pG;gnpD=_&$x3u9OTPRqp~-}E>QHh`@nK46FeP8I
zO1^NE=(ZJ}VczoXJdxgcLc8NcDFMKgEtqVoG>=XO!o9u{`2@gNS9#NtwPb##z1@;=
ztL!;=nbDR<=rd`VKFc>`6|nK(_i=sSamqNvZ`+UbCiZS%1>MboUSQ~hz}^QEvqY`L
zy&+S#JCbe(+NC)$tLWYfosfXYT(7P%G!e113syM4qs)mRtAu`T;N>LyI3>%3QV;}7
zP%G-9w6CAAkx)~=zZNGCki3(^+pd#&<{yT-_)7Q#xv8{wSKB8@W#V?n#O=?a@H}V`
z(hdm@g1w;j1;12S0V%=10&5vfpcYBQ>zW>-fF)kwEzmVKB?73p(Y>ki+tEqE7DQR3
z9Ke_kcxz0dS2(CPlzTK(5l)Q~3ObwcyrYjqQjn0?T8c5PwA)bvGDE&*nkyqh3PK#=
z42Q~l`3|T^CrdUl2XJhpxhHp3p9$Y|o&V@oSkGwklU;<E!;Um-BYfkf$@Xx=SQ)T_
z$x4tc6QoObWKl8~EWIj=r3Vku2`SM$Vj~6$>F-6<(<1^lo^Wo+psY<)fr@POvq!3A
zd|;~Zq!qXVNjqUUe0%t-x^NGQD>Af#%j&+s!*_fisPs%i97JXm1nSS=oPAleM5>vu
z`a_tQSZD7$aj2g<Ss-sM%*6WzEKSj(G)bI;GSxYzCNBA2c+rL+#qVpoqJXGy#elV9
zCR@8)+Uu{~lEh&Db|NZNSSWWbfAnL{l;?_!U+ytgL=jWBNrqcCF?Pwo{DDh>P_a~P
zZq7`GWfQR-6X=c;e8-7krvyR45B^2994Q5&?KFHkXb5Sl-iHn{NewdT4}Q}~9TnLf
z9o!w&+8vE{DuEmD?z!z6@ajOrr7in8?)|`I8tC4uSk5$1n7X2`<5H;RX{QAMR?omc
z)}GNX#|B9Ej9U>wmxTuCLWE6kXFcR0Rs@UiM@Z)Z_?nUq?F)aKUVq>b*oEQz$-x1z
z_d@jlNWaRH+i--2YBzwH6_&Ee#vY)uja3e@$D&KAA6ReWk>NdAA6ZquATvq%f7J*4
zS+BGVrVxJq*I}7qU(Sl`se94B*u%_;e+N~~`^#)bj<V^Ttv|=Qkv}udXn@APHVyd5
z-f@mO>!Szbt=5!gtMcbQ9?AMQ<qPO_O%+vNiLWn!MhVW}Q24H_tLHrgZr6$jzmFc4
z_sevb!=Ukr%&KrqW*>%2AY|X)O8(bTO9!HrMs=eo_c-q=cr%Gt^uq!sbCP~fLl?iB
zmB^6hXxaQcW?;BkW_{Y{;x18H;u!=9mk3xR?gn6XOM1_b$0J#vD)yuTu)=|acf(nd
z>-m_R(Sd^SgRKKJIg2GogoPTs3b^Dt3|Q$S`aiV!b;xwBrHU^xXWXxl^Bftx*j4VQ
zNPm}4DDuK`|7;1?H<F!aGi~}3^FHOReW5%09pym>%WVHY_L3H~<8h#|@xR3xUr+S$
zUfQX?i_m;p#&jC1Iooc-#JF!>seP{UgQ*fmhu5rIb}IHR>`t$DziJq5JLa~J^kH|G
z$8sBkk|H+`PI`xbfa6bkD^7Y3N|Fj2gQfy<g936p+jBdyN@9214DbE5r^Y<yXj_7D
zHp(f^nGl<#`mnJz?m9hkDzO{`_6K4R5!?L1e4dcN6qp)C5PvEt;Fe`lu{)Vi5UCvq
zfUwYdItpB9kZ_0?CDkP{$)+$9`Vw3&S$Ge&f#1+CTfZG7T{mY`#0OT&n&OtM0IX5_
z5c6uFjbD^aW)vMa_@yJAlOx^BSET<LtUvC!ehh+fvc1kubK<x+_^y(V(zl`un5aVx
zK;X#Y)(#<yv0!Jhk4SOR!b*m*0Sc3Af+LQ<za{@pN0U&4L2&4V8@Cv~y-gC>)Nw*1
z(ZjJ2kw|Y>l?xy+!pR8@_mkFn?Dp<SaGi8MfL=C#+gG<5PezE%JcEdMr87`8iqKuv
zeZ8npAbk%GloM2FD)vVz-3rYPWPYj0UCA*bEe6S|3KDy$&Zm?>I{|1+xGzG=29nZu
z>lWrn00J#m>{-0zi)6Rpj7O&F6gdjzips=%r2J3P3W+W&76oP;ixzFbz~p6j)Rmmn
z4$*i3MhtLa3BHIzKl+h_r$Tg>-d>12>G4YjB)Ht|x9beNy1r(UOLWzK|6r_FLy9_n
zphij(+3Hu%Xh(AEIkH4uU6QUnt-J5FURUj%YfuuJLwG*!tFwlNr}Y>%!dL*4rXq2<
z>?=MGysEQFFGE7a_K1>UGmhpvg^Cx1zd?UlxQ8!Wb5*hQt8Y4t6D<XO8$$YI6TAMM
zNj6UMwgFVq9Td|KB=()brK}R1dE8$#i{a(-OAMG3ie?1vcK@5FS#~a*8dr|P28TYQ
zH?M%56#$LN{{YiG_wlH~?=Y>xn!mB(-Z`(%?&P3}h$_XXgrR7|^ebnNtHUVAALyh>
z4#2VF`Ze8I)TgBydxM)9on=AH&H576H=JG!uCL6dEY8nd?5|&Wf~1;d4FcsB%s;;I
zJG%M9^3-MF0yA+H^Ap%1Hyw_qMYZS{;%C!NGxp~$4$qiZLuQL(3w{FDo7)~xZSu;C
z`L=fR^9_8J=MBPh1NTGxdhcvtGDX*XA?d=&W0j^A5<!ek`gi@v*%x_%QQx_?`ty&f
zc!6EJahlgBr+{!DJ1LvF*K+pY{y}yTxjY44o5R~s<h@}x`mxa&@)@vORy=&<My*a9
z&3K^r*OVIgqvNvZ*UeYiE%2_@w?3KE0-}TuK%~Le6l12@rlq%Ft2~%2=2$Oe)hxYd
z<U3;h4r}mXKwI4!{c>t82dk(X%F7A0TqwoJzou^9`|KMV&9@5sWkn>~Lwb6b<O_Ld
z<&R!LroX!1?g8VFvn0@W_vK6u(21{lK|}{-G6rsw_E9#tz3ujoHC>Qx4RiX$rkPfJ
z!t)E@T=q!s^!ocYgxS$|6j)Y=2%o}g!sVT5&?5^6h6Ss~B3p^3RjNv;6Tas95-h!O
zsLPe!B9(-%?AXa4*HJ01KYTfSOR#2U`>Q*^{nRC~`e=bQd3VB@DgckR0${@?_@9%Y
zW<soM>A#5LM;TAv`ARIDHGE!Qq%4x()CZm|^m)~88c-lNy)$xoQ1$&N{fTQs)(L@a
z==1g02h|hdBQMCGB_74CyWd&2I8c2zVB)-M;)_*yd=xHb)x_hX`s_{S_r_Tf-+KMa
z8P{u;l}9d5iG3MAy7*qr2RpVTr}^4Dc%!W?=sw9j;16NhmK7w`#3~r-MDrn<BoU=N
zqIm*Rm7Kh0No=}bnG93e(=+bGr9oq<Hxd&VW53YGXD}O)L_rPzu6enQD?fhe`>9Hx
zyr#KM@%hZW_Jof9lu3FXpH|sW<aaeNwEF^_BNvQuZXb?lhx1zcDb{D02A6A=wv_S>
zo6#>%(PBo}_dYyau!8^o$UW{UH;=wA?#diT=PfMyrdirKETc;3iMg;U`O6%EkJU1-
zss$W#?tkHg2D`a?>4;Bb#0@QD9SyUpr!CzdVi*xhq72<-37zG~UuyeC-xc47IJmov
zZ!G$we~-k0#D++>H8WR%S5ZaA`nG->{>NA|k$v&UJjE0Bf{Qh+!yB!`y|b&EiJ8*;
z?FTlO0Z+sP`BUyBMn|Z3ciQCK#_EK*Dj7ZGEN1^Y9@)F2vg&{rgVUWqR!ZzTH9hrs
z{osLSLc*IYq{#~--RFD*{lbHNy&Axis^Ik8>ABJqz>EThaNydG<Gxgv=GAPG0+hj_
z^fBHwNX3u7?*9V5en@RPXmT(_wftLi>)JDnoB1#me=xij1(IXM#o2$gm>7NV^{8e6
za{tx)bt*I4o4ftX14iOz;Xd86LMQtxQ`n3=ssZ!rWZ7gK>inL9_^I@m(L*yD)pKs2
z7M&XQi}cBxHm>R49O11dW7Y4d@M8#1@-v7L7{g%5@FV&uB<p?pAn4C=YXk9zQW$=;
zT?q4@(Qmqgdfk5=+S4T5Rj{+bXCx0qAcwmlW9}io!x^V)Y%-85Pn`JA&qpj{F2#r3
z0U4ynei7H{{;*zSk2-Ot7fSib4j9nU#GNL(yhWWjG#>vFPw;|J)_>y&;xLt2O6%LU
zrJAS!Cv{s5X2rm2pDM}g|3IjFmjwG&b6g@7gqtvHl9U{oNjKI5>sxhyst;2(mZb)H
zotl#>yg1zY`P^ou-DbJnW+mKah1~i%-DU;sXL;;rIc#R{zU~qB=@ECIlyc;i_LQn}
z75z^WvwM_6st3w@0QeL@<JnEWKAGxtyin}8{kS7sNkX(JgKko5QZITO3=-@Y(Wm`M
zam+$GeaH91YeRMA$9G!bWqiB>yj&8(kN05SmFT)n`?Xa|%#yS7)2@Mq`2oUM;#>a>
zr<`D(GiRQ6&OEjIJd*qQ6VSOP00;cipIEl@KRHo5&}1y6U=<>iEVOdiif$hUWAl<9
z8Pt6<sAI~hOP1p@Kn*kOSian{2QHsJ0rT_Jl>sYT_`RfQyQ5pS8T`Qq_s6a8zy*IC
z27Zf@B?kbum2Of60qcI+m1oEfRH5A+Fk=YDs;jfFC%kiHwlD4w0@!Z?WI2HjZ#(FL
zZ|hOppI(x+fO}!rq*kFI-~ya$h(bl|IKUF(aB1PR?h-(J<i7+GKZeIb*5QEAuA+jn
z`UlB>c6iJDUW5hKg5JiG{k1){<7*}ts|4#;U$!k0F}tzuzw29X?mW2UoGPd4Hd7*b
zEat1-9fZ16)KGY?`sT?~BLy`58Z2M^jco<mpis!{#dS#E>&K_jKWxpT{|l!{pBr04
z>;O1V(6VL0GM!rDvR+i<$X#?^$|2-bDrM)4*|C;R@8DrD-92=3t#y7C0hV|lt+w48
z>DY}!v9f8i0QIV6L-tLx-Mu(>vTiSf{HbrehABLTOuUB7cMTcy3{z~UlNqF^584nH
zb&@1r#hgUZ#}Jm6HE2I`3&^^;M3`rCEP6_t|HWGP-J<1R2J*Us4bS-5=+s4ySy&=w
zcaA=)SA(j=dvtYGSMG$gTU`;if0PT9O}m+K@-Y&YGme}$9&D&db$c!2QF#~?(bsAi
z_ChVqT27U02sKb$zA-bgX{hfi1ogLI*{CubuujvkO4GDV)3Qzr?;$6GD^c!{a3{YG
zRqp()Hc{j{VQ&GkED@)+Tkooup14$+2!0*_leX>pKu?tJk>Fq2JB+$@fr;0+E{d2h
zFuB(HMaB4wim5JoyCLd$uH5xeLEVD5T!vvfqNG4{Tk#UP`Q3La8P$1PVt|Opkl=mj
zv_$B<L{KXg9GF{sslGz)8GqtF2^;hLMh;#cmLO&RKrK(n{_b{;hZRAA(jN02Jha|Z
zK!J^tLz}BJjH}9uQ6)gd3LBv0lo2}h40L;t;L`Q2t0RdFu^uez><-H(OsFD~pM)t2
z=&crVf*WZX^JB0b-^<WolZg<y4uqXOh*_D{BinZvs{>@u!Di4U5RV$l&KNufMhS*G
z-XfgzLo&iiv+Oxy1D5Pbx~&hq3+m**n7G*a`$0+lIY{ClG*EW3IEelaVs{AwWjImW
zDbruD4pbs&xHK?RgCjN=$r`YO;s=*q+mwBbVGrU1r`0otB8O3Y*<W_La|3r&Mg~0`
zH|jk$ck)da*}7VrG#789z;;2y1tYoW&wOA?j^R<0-|o*`b;jrwhIIPe;$2zoi3rJw
z^3qq{KWC&x@z?;!C?t4FX3UjsOB+f=OA<Dt;A$cBNq8Ch*5Zi@(|#x)s^k9uKgny|
z(3iLQTcH64;0Ga@vm6IWl<vUvF9s(b>a|b`vL|P``^_dUNRh_|P7PcbK>b5)xk!Oa
z0w`dGRRosd<V1?0)ed0b&pCKiHFQ-m^uc}b&VT*c>k`@PNWtrYyJuSw(zHPqX>Z0T
zuW8><YeU-}l2vY`R&f0#rnUqFd+(o$29>A6hCoUiN_4xQfXM#?$BFinQ$|wMBx-Z3
zsj$cAbHp1n!9sYz55?5Kqq2X3`X2=<Xkk*9U9|$x7S)t)l)cfP0xX^c3{vUhGGCBT
z^7?&dD#QXKN)#&!t}P3s%`5U&i9Lj$P?JnQl*1A+bG%Qb2~h+LCetVaVqsV)8ty*z
z_#5#dL`j~&*YA{13GU1Bv2}u|j`Vrm7dw#*``r~!z2p$uA7_UF^2|G#)DC1ZW+tOD
z2u0eY1f~3^=`*O;kct7-)j&eXHE52A(B))FnEjW;uZRBi&)!6hu^>x5kWnm0qH=8e
zU${i0ew8mJj@`bT-;5*ohO3P#6#f(Zj`ueb%lpS#CsT(Z(XeCtC-e5l>Ln1JhL0ci
zR2^J9Z&%Bmyb(Cv3PdmUZy1D5-t2Z{C0wC1Fc0?$Pcc0kZ4g)g9yYs|JB0qNH;{vw
zqvK27YuMWuI~~}zzheA{?U-Zi(ItZ_;%SWc5l-Xjm>2Fl<Qbcn@Q`;@aEfary0ujL
zM1!O`T(Mjuo?f>fgk>f&$6+h&R$;wp5kDAUOt>)r)bYW;%NIjBNFjP)AeuU6mGNL$
zTt3gmZ9k~=FVm~z<9$gU+~C(G*hsr~&^Nd5;Q{hqr{nwGr(w+v8oDmKLM_!T!299G
z*jStJa1hs>GAm`aXy8@x_GZ1N=+EKjJY4@MTj`26Za8<-CH`DW@Rm{hjb^x6LW#x#
z!3D~UzfkbgQOF54_o8H~cPunEzQQ8zM{h;sX6SC+CbsjUJwBH+-dY>#MRqt{d2b1J
zM=`((d(-~tQGltaKl-2z*ET;Bz67#>Xz_GMcdKw$#I(DD2iU>BNE~5B&_f%JgD?x0
zCnf_~8*L|d{^LghH>j1BZ-1g>GvOkJ$?Z(72<ha;O#)ooW@^)4!_bc4>O!LS&8~=K
z9N~ZVwThFUgjfqYJ4d!48YjowWR=xaU2TBpbp<rbr`ig6C*g}E;iMux2z)K{_5l*?
z+loU8!!~so?lH@*Hf*nhR2>6gajAQ8CcBUCr0p)Vy<TCpfZhTUF967)6CpigMTCjn
ze1Z+Mx)TNK9iSM&A~7J|5N?^@T2$QpT2w`YRQ4j#TO!d+K}gmuSfeT6AMeA?llrr-
zwV5Sk$v?pOdLZH1L|uPTaY+{TCIFId6?Ug1KFl)eF-Dl5de8oI+ScFsZ<S3C4{yA}
z6iFEo@zzh`Z8XW;Z3T|91Zbka3PoH>S<?Z2&OR8`OeY8l&(xubF61lz2`GIp0}TlN
zKm<MRYCKSm7$-eW@B(bM5{TgoOC4f_U!uh-u}N?A_gnHAL=1JriD6)+wfw4=idpRb
zgnuA*7o^$%hs8`6C>UxJaxgggqhsTp)zxdc?;_#vY;3N{asJO-HS_?}Bl~|tXmYWc
zLlF`FfcywjQ~pj2N4Nq?e$+TViUeJUupg#88YU$yLQ^Q8yo=dPV-H7q4~t%&`khDx
z9^n~ZVBZ1v4|{xQscfvP!R56jfI4QfzkHj!SN-?h0VHD-hlvn0HP?EFemH#`dIV|e
zM0mSLok85W(CsA42!<X!aI5kJVU}{~>vOiXep+CB{NEXBoT&1mgUWhKwRiviYRJtv
z%z6F-voHY>-IMdO-#83R>pA}kTb#Yx-(UCilx%Kj!p#f!M)mx3maA{Vot#}kJSBY_
zt1n0A|Fq1{UR^hp;(xW=Eb<xSeIQkr=MAkK&RAgj+m8A9!ndvld$K-q4vKhsw$U=%
zfSa7JZ*dyJc{#2>P0??ePrBOfP7r;eiZErrS{Z5Wp}2vWwqP+e`-@th0FZev@NoTH
zg?W+fS@XQ;$7+2dMU_nN6^{x&;qimZbA4t(c7cAByv3RJS!P!JOGvgtCY7h98G$;-
zn0##OL4@on>Cc_aZ9=Rf`x&JEdc3|9@!zcc9OtTSTwxq_&~Y0zp>Ei%;5K7|BByMr
zi=&fDrhk;gI-Ll8_b~bdK@x`pE~+%M%%V8bD}rz6YtRS(fNF3ucp3I#CGeU?;Zs~k
z_p{GvKWauKT#dBT#H?M86DmduETQj9UK+}_r{07&rs$D+I)v|!6Z-S{(}zwnleqK=
zEa<#wDkvc$I^5|_#@l_rF?FB+2Xu3X1+KU_ploqNvUknjj*w>?<2-&YJK6<p>Jj;0
z04wGc4%S?_b~C%Z0?x8-i=q$FN=s=%cyHlsEg@QU)YSaXiMLNF!+)Lw@umz-Pqf@$
z9LG`!sukdm<+^xkECd*Gvt>^jIhxyl_s!&M30zg=xX-;d?U=XKAIyJTA2wM{V_Usk
zX45s8*#^5;?d2wR_VRIT^r7OG@cV6#2aO};AFO_?>=iY8zWTJ#B9Fthk6mj_E|@0!
z`0Q`rY=zB#_RrftE8^+$%WZB_&%8tXSmVtOg}5X6Nb!-b;87gO!^1qod&*4Im-boH
zk5Tq+IR1OhTVehWi!6f;|6;L0-$x|el*_7`a}{;&4fC-7(|K|xX}0H*ycti$S1jWY
zv3j>?e2bdyF^cYxa1GduJR;313xK~u`4Q8io|8^Zl0H;ZNYneAXk<0tK+|}o>m4$J
zRUNtM86ifZA`3uTw!wp|%75tY3dQG_fJfVa*WgsyAD~mCtawjA`~@k$#$B@G;7TOi
z)}71Nopb#SXW53zz=pC2t&%8RcNuL@dBR<1@UvRMk@N4>RNI9ZhV$IK^EL#sBkWl(
zG*sUYDKY7Xen0i%yrK!W7JUU`J3W_C`Z>FOX5>(t{QU*p8pShQ&8HE59kN4+)$M?L
z_Lqev4$sZRvkO`D#$x!CxX2GH8ZFf(0MTn;q3ZKV9ph0Wy}a*yiDVbqam(B7M3&B4
zZahbjZ;#3N4=a~o%h_D~cqr?g&7F<CeYd}Ve|NW!taedsXr=jM7zo&r@|#TrXtK6N
z#bE$9Me-cU=z7ADOR8`K`o0b;9+OvuQ|+~Wl$t@rYRJBc_~a;t^Y?8~E$!{l+brp-
zK9r;Sb)QIh*%4GmP4D&lW6;Xt)lJ67jniZFyKPpH3*MHoQ^*N%r%?PCwiB=e6#TZ}
zFF9#x*r?~V=xm$dy39G^_-@S@F2?le5Rtb9i~b2xJr`IycKnkyym}ka@bntA4uia8
z?7>qR>7PJ`29Yi-_DWfoN$l70*6cQKVDiWJUb2^T$gX-RE&O0dv&1xAhDt1vhpwc+
zk{Wba5ZcH0E8g?E+yIr<4;dP4Z?n^1s>=FjbP$ImLnR10T5bYAp@I9)F(N_=R|kBB
zhX6g`?r~#zwIVf08004dPGz8}72$Sb>T>zU?H4dr`DCv4@q(M$yvO53k3VzAeKV&+
z^Av(pG5qps0!`mU>b~i^X+QU9EuR-HpDq5rSX8=LQfy8$E*h~@7U57nuBSQvJW`MB
zR=<WQ1;s3>R}|LC-cZHV(81<$RVKVynpZ}OOXv|loMS@ve!H;rl=9?%-$SzDO%41c
z|1Fy<UsMECc#7xW1d@@m$PEZR8UPwh7a$^zOe!LE4krsZ>4O0UVOBpG3w)*<d2)b%
z4k5?eYna4M$6XqVKia0yOrA*LIUON?<a;QQ{~VDGUE`nEF=4mg-;!qOU>}Yys^O&@
z;rG|dq9c((_|u5tI%s5o1LbfRq*Gz(4&?)10#bi0u_C+zU2#~On{x)l*`g01+gXh3
z^gxdLPh%!+(7Q`wd*3>XW#6_=;_Pv3D}eX7KrXAUgb>gK!H6{f5L5di{{vVlWC1|*
zz+k<)Je#^;<+^$=>F+-9BOqBVv`m1QBJ!=!a;wnvtQvabHsJ2TfAm)P_>d2BP)2oD
z450v4$#E*50rzYEdq!XC@o%gjA3m~#3wm)&z0MZXokWb0PbkwF593=eKzSEhIjhcJ
zPS|q|zoX!pU<F)-q9)+&T<QhxjN@A7_?s3NTz_hk+;swJ*2wlb6grr^hKfui48EWP
zVri-x_pd0P{i<3q9?4!x^5f>IkZ=EaOAq<}>y_Dnd!QTpi=s37-;(*irx4u6%z4Hs
zwzJ<DWVrC!dn*EDN6wLyo1u^$jR^KXkCTMd()l$rK(C^&0lcQu<NkN6V)$$a7$!t!
z2GJ|^yic$G&ExNlBF_fK`pTd8sRWO(`|4UfRy9Sr7!Invn|SVUl~9*kc`(I+@AVyu
z?H?pGeb<~uzmV3Q&bIMLX6V<?jCZeP-HOJSo<-ogY<&_{d|u@>SDU~dtVYz=)+8Yh
zrt`a;R=g*IStq<o;DfmpL)=-ZTGkorOPQV3PrE9$da4FHEzW?Y2K~5vW75E{*zWs-
zFH_d5|7e^D1)J<R_!xio58MsXU3r{XtD8uGILUa!BC{p$uqp4n<g2`BmAv7Vu;UT6
zA>MPGvOy}8)#YgrA2JajCRZ8yh9XJE&pUKl;V+8nFK}vH9KngK!1yi!iPwRns26Fz
zc?c5)0QMGxBzxtfr>-C30S)4zH*~rFhPVz)jtF|qq%fSg-3OfS+9gk@{WDdqf=XC2
z;Y3+OP_Qk@t?d8{Bly>oK#o=&dYnJfkmL-a>g=XUG7bmE+)P7urJvM9=L)TA@dVj$
zXi#Q{ghD18JIQ|!G7_a--+qe1T;Bh-da1R2y+zU-0VbJz6}clD9sm#e6pS?e52$=w
z2UrDz>YrBx0L#JuLd)-4-%^@@FjO@6s32XNxdm2l0isix%)wnN4jHd~zAK}xVNcb2
zex=3@%`CJ^KaO14fbN6@+Y0AA7&FrAu5*~GQ>Ud~0(_cb#m{c3cBF*RcAd!Ox6fIX
zS;3oN+Rf0yHG&|&QpL1%u3Y+d55KV`nNWu^p9FUGyFJYTRv`W!>Nifoj0)gQGw}1<
zZMDKS9TWK^1xdG|?aT@Qs)`4|b^*d2Ck`QZ>Y$3=Zj{yiDf(|t?%=Ip_&BtXEx?A{
z|1r~81!dtUi*MXjkrpCPg?5y+p<sn2CCoGMOOAHKjShp2Z!+LHu$xG%57kgtD|rAh
z`Esh%bt=Pk3Ga0YXs1MWr-X%+qg5f*%`$BwO#GU*Gt6fs%zcDf5DXe51AIcC-Z?26
z*Jj<GZA}h-*)^gHCF%+25`T4UA@M1go%yTfAh35Qz7Jepa6Q^51v9iaw05Ab`P7s)
zG545Qo2prx#92w$fsFXymF3Kv(GS0HKxQ@)22_$of``A7y;UYgl72!iT{1B1awDmi
zFbpJ!C0xjg0Gt593K&>xV#64n6qC@Xs8)EO*rsrddlItsiHF2}#Zd%ugE$a)F%t8E
z*@%FSFvA7NHuIMIWk||NlE<%=iS^C3kI`RMh6|;&%eTZqkH%EkgttEn+D!Z_Ofz4H
z@i`K%WnY{t8Lvwr8js~R9%6Nq3x>}>U2P}zd!JF&L$Bn<bl9%s$E14|FF_YQ$azEs
zF=Vu51R*zs5glnzOQZ1=#}Tiij#Y=1Zx*GO&hX0#_eqxP_YYR6o>}7k^4aA;zQ~9b
zr>2#oYEWpe8~42MmG=am51;9)F2AGv=|jDC#<y<BrlI%SO?|qkNy7C9G)+})ceP8U
z-!nq1V;o>f!{v<I;be8cIugA*9izJ=ByUVlzDHld-ftGRq&Ktcn?HqU{k5u|+GQ|U
zf&tya*yDD4_G@LuN28-x6Qb#F@5^pDTd^*^Bs&(ppMx!a^To(P{T9oP?Z*@;p6h?Y
znvPc?o)F2!h1vI3ANOib*RCVnul0E+RYTTAJ<aW3v)ezTlI*)?w(-$Ck_SMmRnEb=
ziUJNLrEy=69m9_<<I$n&QD99f3N7;6z-~AsS2@T=MRmQiM`4fnvB*+L-BjdeVSL5#
zMP@6Xd4?F|yj6qYCN-^*ZTHdZ*K;MpZ3sV0*ZU9NSpy0kKGNO)oJ{1)(%`mG@DJiB
zsNGC(GQc&16H*h35DCCj|16D&K#43}BEcjl08}H57uQC21$&|?_eaz6ssO?d#8g2k
zaN`s!Y~br$u0x0zRzVX0O}LI6LIC1bo4{b(oq*K9TOSFC+&ZTyRCnIbAh=~_?>?OU
z!g>VJ2BENlK14?lsxa<ByLD1>P579&s7b0F5hf{!j3f~DEEPBc;sd$H@qQ_=s=3ta
z`Be8g(<3>Nb;V0SU<dp84B;uijXwBJd00kuTpD#y9zzLLC4Ha-`a%x&@-F1$c=DMs
zU!BrXJ=#t)_$Xv^KQgJ`(Cwz4ERghf;U#dJj2aw2YMkyPD(nl&xhwdR@CZUcmx<5H
z^KD@|MGzSIJ&kwj6VSd43~eEQRSX1J749<m0-fjSOn8~&SHu`yd03yb1elMAkU_9K
zsK1Sz=nCda8dP=XmL)Kb>LJzC{g899U;WWjufNaf=<V|L|D+3e%><*W03c<D5ZNGP
zZ@;qu$<O$9+3!amqv+1v*d_Fv=d!2q+7y3?D{#15xfDS_7&!9~_>WtLDY={it{)(f
zwiMET``@W#<D%+8;4b3RY75&7__m)c?Cnpk?=dRO2q36=TK%^c01qKxI~Ok-k0Zjg
zf&gpH`=FZ+ecdL$Q6F=2wu=w8Q0h=eMc{q|hZ&-<!q-b5Cawtra?#c9fpeB#1W-S-
z{79%O4D+2a#mz4CEuQJ4<qU{N4mtw&3Lu^^MY9DT?8u-eq_(A@<&^CilqI%@Z|CX0
zvs@F!1L_pS!Yp=cVPbLL1%HE+JcBSI=H{{G4J_!EYTQp_N5q23<>C4f1f=owoS|jW
z_<hyKo5R65&)I79eDdW`R598t12-B~<l<~{>EMBlNcj9T5rnTB!yhUvs=7adneANd
zy}foR`{64#ak5acJ&)>|^{J8)m1>>G3EE-oioHs|Q8u>zfoNaDQ5P8hy4B{oi}b?H
z^uhx(pEgr4@PwYBSP+H%u(RSfR1SWMv~%AD8}&eI5asK)m&6w#Ya@}t**~TOR<}|+
z!v^X;|Jd};4PCexPOn=kOUjJi^s7}v3{(9;AG`#B%R!>v#ln3pj{p|R1Rc#V8_WBL
z>;iCwTVL8$o^f@L=9J}f5fRcs^{Xw(RsKK9=7`zUNNavU&T*1t*IwjZ#p!oprL5Qf
z@wFl{$-!)RqySt#m_9W6(~vBnr;C^0j`JBOrMb6iZu-J|z5x3Hd3p*T)Lxm4#dMc{
zVusy*;QKK5%3J$%I&*uJLyfD<&+g`B_D%oqLDkWD^C1(QZ7rbKI#IxP6nsfT1DY<0
zGlfgv3~U<v?-XEkHQr&Dd@-L$;S!;7?nqH9_(qcCn`556M)2=rudwRr!)n7rap3+h
zDvA^<W*%Q>@b%Y=gz9l^?@WP~S+nzsr?@M%9b^3u3u#Q=F3u-6!N1QF%bI`6T@N13
z6;GBgq@_=>GZ}0;XZYdAxIKjRi0U)dOyZ1nlMMBe%yeP}dNl<4qeKUz`FkUKA5-+J
zk!wXCKaD)p(4-txkKpUmDCFyhPSV!!eZP{i(Z4mjUU21N0&BP@^-Es%K4Rk01pm(0
zul=Oc3E%#<uWDPqtPm4HLicp(_jTys6bTJ~gDn|QZ$78l<)&&V41MDmeY~r7(ww@z
zm_aWV&n_0nE=@H1!|!k)wrH-`k<@K6;>*{IqT)5CVZ7fVF!HD9eUl2Z7qodC(RFxC
zdT;VLr+h;dwSJsKfDoeZ7GmfrjqhAs;&le=)(VVx7FVA+x;sy7EYdS9e5PGY_`2{V
zab6$H&KE4IBMhx0%C4chf|)s&ql=nwz8~4<zDXH7dZrXhu?XtZ1$aH4exkU=y#nKI
zzh~c-)cE0vj%<DjOgCI5VOhtfBQ%>3+?iQIcm?~=d79=?^Lkt_Dq#u{AAs&<ShZz%
zmA{eC^NPEhx2LPKN2yx{XvK%d#tye4(Jrv3`ckhxf*jrZfUkPMLVtp#h=i%(iPvBj
z)HG<yR3b8?3=xntDtjJ_42MT=qlXV619#+vTDFA}@rYH}W{X-3cJ|`cQzgKc#_kUy
zq5w2&5)6IcZgR*->NjG}Zw=j{9x^eW^g?EMJZxE=!Q0~rG|tp`uv~=UnZ}UpaV59S
z*O}clnf?qt4*svaDVkp8qK!*K;y#HufKdpkn*Hrp@+u+I#K0%qgPmliP#<(~;Qjt7
z2H=aD!QRkYK2*W+2ta%>mLi|#=`DjJq)(3?qY8OC#`pB%CtCU~L^}#9a|0RJX4wN4
zww;;ep}NCF)D3R8Y>tJ-P)n&1vvM)+9L}TCzWoxG{rBx>C2e}{z3#bdHOVFbfAcQz
zH*MtdO?=hO6O6BKm+#|o_LdI?jkd*AwoSimYieyP%RZFVI^^fStWuYLp(DvB)GWkj
zx3Lj`jy)7tvMJKL`@22hA})2ak@Di0L+suJuRwd+1qcE&_P_&=P(JtBKF`^HcPxOV
z?j8IyMIZ2=E+ENb$U+@UJkSDAg#BQRc6cN;m<>Z<dV317v=5$9(>5S71m6auG}|n&
zf%)DRXMa7jxPba?q|h8kH$A%pDe5~5BdOb1bToQ64l?%S_7b$`DkNu(c%0N<)xz#}
z`!FE3z+2d?M7h@y5uGEJ$idIAEuyV3QCNUTVgV4dE*Z9eGw`IVJa0T0ppZKV_zcNs
zzG!3p4bnY^hcb0T){`#?v4MI)dH-YSEW?_7|27U|u#p=b0^1akkP?)38;Gb#Nr*}c
z2q@i1j2;LGN=l<5NOwr5NQ;zow{(o!p8NMd9u8jcf;Wu&zOHYa=jXHx&Q|%FtrC|F
zD9mzw!^%q^l~ih!0fX+C6^o2@&@xQpbelb*VRttIlaUPHLR<~9&_=!E0Q$^PZp3c@
z<Q8%a^O{4HHKPp|S54U2J`(Y_7ZB}T=q)8uP{H;$CD#`tKo%Al+U|P~`L%{pDfEJZ
z9}a*{R5Y^Hj!V?2i1S$dlCgK&KYd1B3?OTE<_JI;=7|MmCHz_TGPit25%PVymfCLp
zchs->vKpjzoQa)`F2-~3((quK=T=(bAMTqvwtY_u)crAE4Y(}FlUBxGu*gnAr_x?G
zqru+NDpc<L!AChiBbWI#Sicztg*NPOEpOCU{%ECl+DnLQ`XVr^r?&%WzkbqlRi#*@
zM7?v1f2}uD!)KSu{Jm&Ys90C%e(=7%Uqs&5{36H9n+^){R{Xck<wTbsd0yn=hGVP@
znq0JsjhZcKXL-$c(hrOi2j0489Iwf(&)7V;tId#o233+;Z@Vh!qcD|)9jMY6$opuH
znoCM3QK$KP-)oEAWqeig@9Hg?)gf7{KQdN2vQ|%yF!wOG+y7dO*7E5RcCU&c274p8
zt8B>UAPk)_1^HkEU0SB==cA?UqSzweoGHA9S7iEOlK5eg)NbnNN$R{;-_?sb`GEtI
zCCcUn`8cM6@0S!89u%Y|c&Gn(&>e?nIH=ntcOQV(4$4t*dO8h*uZDhZdH(~dG<{(T
zugw3zqfWxWnoPf$Zt>_5OWttwAELLK@7_jIxXCMM4qw7T86Vu{9wT8ia-d*y6bFd0
zikcYkNMIunlSLhT7aj)xK^f?Z6<-w345VNJJ(J^)I79u!Uu8ZxYjKs50mF{aF?*af
zP|y!#u0jN64bp5I_eMtYOq@m8Ta;=a#svnwL#`qJHG|9Xf=Ovk0<j8B!a(#?V+Bs8
z09gUhH=z7rB|6}_9|8gCc~1acG>|!)7lZ*Uu}U>=<bE<jX>YgF3{OPU^#uT(FBIm;
z7>1eS<Q&$bo4Fn(2L+>&Js)7Du7c(Z+O-|iSl{;3yf5cwgtCOo^)tP936j&G=VlpX
zl%x6lK4>@SRZQTZOYU!%+|eL+=(!NXRk(!#l|H;`nVZEQ4!T2w$ceO5YsG}Uth)V>
zaWW5{;~#|tgOT^{PTq=+VgZN3<3a{Q;jcJtCH;XP$)EwU_h|Bh#6y28V2}%rFF%A}
zP;9_9o{zyEpv^8QD6%gaB57ILWpT%{=wn%vV_5_@7-hhrlqm=Ghg%svvyyTNcjI#Y
z;MPqk7#7P1m?$-5$~0w4G{?*7|2+$Jzp4BpA%LEt3Vvpaf(Dl?ttsD>F$MO!7#iRM
ze^8^qoZd(sZS}ZynbW2AKK$#o!+w{;ekYk=43PT80-kY}$&uaCu|0lxhgJxg>o`6L
zbz-`2ZVGA<fcDjLBpbma0|%|T;lM4!4^O5Lb3HEg@eIXfPE&eP3EiYnWE*D3&_y%g
z36Kk6n>(`N_X090qa19Qpu;9vdm>MmowoEBZ-p0|&S>(KDtLHOMm1CU7zWyyBIV=m
z%P8H=Tvq6&8;tNLDUmW=eyL8;IA;^86m~wX&+2Rr<qqg9vMReuR=(wZUuRKi(ag%`
zShW~E2^8fb@wYq}x7wmF-kc%Qf1>8h86Bm9o<Ai0e1qTs?KzNk(fTj7Am3f1Z)p>;
zJ6_$0L9gA@Xg>Jbivfin+1C(K(Rz8&CiBtOAKF5D&2p`FtQB3NedI_VnJd#f2F`=f
zV@1lMt2JW=7fLi@>}z>Png6hoT>Akicu7!n`1*`v-&n&n6QB2<5~>7pO7(_2gNvL%
zm=v$2j8^z%8?6{e2@u~HQhv5Yd*kqCKc`Gms#CQDO}#bi@?z?hE4ojUMo~<WRZ@mK
z4wK1T_0>K=&{=&$_3=!h`V->r==NE0mA(luqoysd(_zkUqbN5@Ggr?;#rt5cZ|eNQ
z+{L_&8`Ahxqi&c}P-G2{(`R3axBNCwgiN4=!Pi5<AOI{!E&~4~p^ZU0FDxPlFJd@(
z;@QISCSZc<TknvXI!Z&=JvZmWvg(79Qm4wYdTX<7+gEv=fCHQy9=HeF;CYU<_Q2*+
zgFl4<VNjgYAaWJBH8<72|N5d&jLOI^7P=d|uug!Y0bGxgI%2evxs8YAfHOqjmDDEj
zUm7ch5OB|&NV$#6yr3xZ2jI!0PJnjNaqIWZ$S=u=TuFZ)458)seQ!dD?`KIUB#nqS
zzo5{E$GJ4qC_$6}nNcSIoSLHp?j$W@j2AV(NsUEatwmiOnO_&>#hlmo=AO!~pM~vX
z4ZX9<9Ba=Qw~SafbZD1hjO3pm{J22fxyQyX6pdfOJ3@_!@DWM^O0r5!-VZ5e^Htof
zo^O#x3eXxk((fv}{RYK^o|Wm%(UiSY*P;;;C=FiZsC2xkVniGSL`jxf#1gvLTUsQF
z+oXlJD*cACK(6dLzCJrSaQVlAp7uJuK%D<6`#o&)^&Vj}89{wGu>Z8s(QZVs7xlCl
z?T&r5#31#rJhJZsI)YR73LM<NhcRG0As&0$R#jmEvC`E4AtqcWxH|g;x-Agm5x;z*
zyL^%&1Ux=wZ|L*<t=q1NPjG@zZ_8<8fD**v&u>1s*7>e`G=az3FLSRAayc|hXFZRf
zjlM(li|n^v#LIXRRQ@1TU)<%fyYyk%RX%55<T253y?W|DbZO0`bcQemcUnG1o=F5W
z)4X)&xS$ZlB@s6F`SxI%(ywsi^~A;Fi|9#O^!Ck#e*E<q82X<G$qu)?bDobw8=S9?
z((lrt8!HalguOM5RlF`}1j2Z<;L!+MbYs&Ifw&UuEugvMKy<_%{5(%VPXjST*&&E+
zJL1W76zNAf@nrH18aS~Hh-MCZ>)Wj-@?%Z2pS;Ty&pkIMOr(p6mcC~LZ(?!J8}|Qo
zw~q-gMklB?8SoNqZFZw0d=UdDeo~VM^N&{@awc$+zxP|L7rm9cJs?XCClBX~sJ!-t
zJ)zI@Oy1=ARF*EVTAnI%c#}(tLH*#Yvycld7$M*omW0vT$JU*iAv7Du^ScAKp04r?
zuTTW||6(6}PSz$?mA`+d+hr8|Of8%9K;`?`er%32Q>Wxhyv~=i*sG=lm8Z5^s*jPo
zp`#C)Rva_FiSOKB!(sM9ePt*$@H@ANS(5yj!goq;h~~22H{}aq$O#5OoYY7-uwnXU
z>Q56^N2Mda&%`bsU?3ZaVVNlw_7f02kFU6}QyHn-AmV?_Rt}RI^$xXDfPYMpKO8r~
z&_WX^6c}@NBSCTF1A0TxXQbF?xcK5V+2^y@@a5l`8$G}RvwMIlE`vb;%^95QNO`Yk
z)!fbmh(eP6do&`Y3*<}gj#S>w^(XlJIFA+PK}1y&?Q_@1F1tOvzdBS!7~AD}A;p?R
zL<8g<^A*nT+nhbp?tY0~IGXZY^QoaxXa8g!aiMH{VTfvl<+DCZIift@{raZRt5$XY
zOzTeyGtZ9kKX05pA?S1umhkPaLAn>tayyN+8*NK}GT>3IF4gUQW#hTfsk2{Ju1wB1
z<d-sJ;Z?LsOrk*o^V3vTqZr2YShnO3EMOuEa2&*J9d-@1F8%1f;P+a_L_52ed6?Vm
zANMb`O<ob>DVUx$nn=#5xidU7Ymk$7Gq?90^VeY7SfvnZ>;*?t8MJsvt9ocI0)y-h
zGR#vl+-Nhh{LQPrH}mgd<Mem(hV_8U^?)D&@*o@XYn(02f9L;r{VoroKFIzh99VJG
zT~L_J-Q{lA|H^Ijt;$(4G6WtL@_9U@m80vWcJCAIn{)W(kA#t-;42q=3kdhTTPLrb
z88S=n={l+zde&tT-d8LY6>O!a!oUlbdXy~ofGzy|`HRbZE#jd5NoL`;@r!?HRTDu8
z$!RNj^m-ld3>}T0$Xyft#KNjfYV%b7TXRoFG@s+CuBO0dr`~6$cu&I-@oyg^g|1(t
z`4wY0B*q$h%Kq>6h<ZG$Gs>iwfRC)0iu)SbUb8fwORxrtbT&>dCN>t9rPZCq`DMSo
zkFjYD@t;C|ozkvqX2@EaT6c}8;?97%lhl7F5uoIKqoU_gnf&wG@O)R{D_IIrZou#w
zf>@JWyP23zQX-nn{<lOLmtARYmDKnT{>kzdoBHfJy8a74{IIO1f120}Inz=H`=V4E
zAD-rjK0BFBI?E%m66dXE3V2TR85+X>9Kn)zynaviF8UoK?(!G`akaf)z8{5t@EcrL
z)%R7^hAm4XzFb4dI4=On@j!)l_T_r-JmXPA`&7mnlI|F`)GNLga}_SPbCesTJ^Tk;
zyog2w5Uvx+MURshIk;l4F)&A%_;gDgh+R#`5j#f1yE39tQ`{c~T<hMq!3g?)+QfF>
zU0FmV!H^k%4B>amjW5y~Dh{ddQRK7%%;iq}uNG~$I%~(H*cb0aEl8WOh3f5B8Ew2b
zKkLtq<S8yl^Pie7xtLySZD{{ET~Rj8J#TN;q4BVTt;t#0pjKbI(onBf%SiTxk%Z3m
z)PlKaYBk8IN@CCcWRG(S;jgpbx0;)UKlrliky%nV<j~g?BxS_~M{mfrD)NnY49sHN
z&`E#mK26kqnz#xw1FW;y6by%KjTvdq?<>x~(sK(zhW7k483QDf0U;x3vQN!GwqaOP
zMDo=n@p#6=VLE9YVQFTyC;Mdm0TQre`8b^TEsqA%?N{L6x^Oa%igi$hv^8D`hqU@*
z=Vy9B(a4<}ibTJ8&rLZ3AUcTTEWyVtbZT$J)UH53zz#<zCTU(~zrQ{Q`ENtZ?UL)O
z^^*=7O!?h^S6qb^F7u7IQ|7+)W;h_=ZH4iFyUYKrk^h??|0@AN?sR}*roS+K#T&S%
z%rSC-*$vYBnynWXuU8Ro8Cj`UP^nj6=oZM+348C(ftGn?;@s`xB6#R3a^%E*=B-D0
zIvRQw(MoasLrd8j+|t(C+|W}^$-?`I>(keU4)<G4-S@4HC*nUB*eoErBiMx1^z(Xv
zJ>qbpL%4ADl{}B@x4p|ID7-F3vI%!8fYA8gj@1vHi=TmL7O)YA+4_Hb>}~<v<Ur&H
z#jUTc1Uvv2f4*S`qNGa>X5{F(dY7)U{`m)V{{XL$MqO&+_y^9(I3|=P)FzA}H~O%U
z`he{}X7Yb|uog1Uv;Tg|nMnHfJmu?iPOFKe<%t(8b>lSCX|H{!En4pOX$KgE&r@)g
zE_yxu)A7ChqBrDS>hi`#<ymV~=tq%HrmEW1cv>=Guia)J>st4)^l$F-r?(5cQrNTm
zTt0tWpXdyKv|NJutv8x?bN#yrw@_cx$9VaakFv}ua;ypB^X!TnjCYr~Z<$^hcbK1b
z*qX%6<d6zHW^IaRV$&N!c@vL-{I=ZZvz1XEr6HR`VRw1$qoLrRdGE|oOG$fJtYc(^
z%>C21?9ST8y}#u%3O(+s?HIB_@=*O&CB~0cLtys@Pcci%cdv9>8N@jkbRXH~k)zk-
zyXaDNLq!X3h`Ob_{!?7P>p5h87&q4bu=t^Ju?<Brr|*tz`hZ*d4rsvP!zwJ6-ITkH
z>v<x+8)Q%e%OO#`ga&gd<!T3;Nkuke_5;A2)UI~|5xWUz2$})YCmBV4*inw)0BS(G
zF8@4y3Uwf+ac^sb0Fj|w2JoAeI5H^qLb<(PtOEuphk#u2y|!{{@FL;?J6Ht?Fxmbi
zQ)$5kJh`a?;lctaILAF_!-PZSXxL}QK`!hf<R4FNXeJaK0Jq?#`hr}m<v0s)d5$Fl
zl{^_>XASW1BuYvJWJVw#@C47YL^D|OUi_YmR1PR7k4?&?23k)!T}JRUB_Q)Pgk-58
zyKd5rAOF#2$2uyCegQUYo)Iedq}lUO?;j+l%hUL<L)%f50b0S05Qf+IwYe+_&Ri&{
zgH^p9Lp~9Ve>o=y1jp8h3bD|k4h`eDm5`~H+(J*@m&YwCL5{z}d9W;CdK47jd~oZK
zdvgR1@B#pAvOnD;Amt}_VO#<Z43eq};mlBVC^`4%NIQxwRInR$DE#aHR)WEBeJ*(5
z>)@_eDOU4?*>Em4kQ+9MuRJo7@@jyF!s}ph5X1j`uC%`kXu(SNN{oYp%Z=NkfX|^H
zQr-_K9e|V#KuQMA7YU^U=VdV=%~9}Gg}<wrj7pN*1(I;-QJbfu-_^Es*w@MMjwtRx
zx7KjC)(>v20U`f&y;SZuDQr=PcH?K_JZ;GozpIsK0wFXYEL72#rKph;_7bBy8<*oi
za~1UY=k0||3C`8OsV+5?fTo!SXn}9yU8tboD^M^k@YeDfK;ews{el47`5$~uZHRJD
z5)R~fC@T~NN{MHFU@Q1yWt>^ce)B3~O$1L70!uDXdP6$Bq`13^B9YO~CJ8sQsa%m2
z2QPSCQZ&N*G^oeX8_exo89I0C@2Da^03H)A#MQeC;*>`ZE%?A|*~+h+OfG3NP43r`
z0@PMaGMVQu;<%fmnByu5A$_p5oUryx9R13PR}qhA^mpHX!^PNQ-63hMlRvX-Csz75
z+!C)<%7A}>`%EbV>}7l#2JS+G82sm?kGK$`NGLh(J=x47bPqZg?MtT0NBoCK&qvQc
zJIPtu%OI7WFO|d}mkLs$OK^Vsl$3mHh~Fr9yNcGN`FsB?WyQmvF1gBessQP4ne>rD
zf8Z$6Z+ndVXp{A__R0p!nc8&zA0M_hqGS;?<DlkC&F<7#?bRcP&!-#e$Ll65T?lMb
z(6NJxk)WR)ws=)c%WUz}qhw-0gb*^54opld$s%E4(aqu(O^(UutzNzfr<}f!Ka#xe
z{3v^OYH>9QS*7lQ^>{r^cY%b^I(Mu4yamSIE>_EFmscWjo-V7MZ>|W76^qU^-Ys{t
zw6)3Hd98Y0@?@qs=2$Sh;gMh$1p2tqI&oMUh|*D#XsXFWR^Pl9pNwPV1#O{FGU9gy
zkmO9<N!&m_6nQVj!?!HGT~JL1+He>hFiB14#TF%IUbOsdY5CJXIz2HlG6Z0ir~VEP
z{~jN28SiT0xNkaV3c~*TlLNely6nN6ak5Fbvi@7#0aV_SuTXFogvs?CC0)P21ZQWz
zRDh$D?2fe$?<quq)H*WW)i<292W!+%7)Ki{p0Wcr81UrZ;PJn~6MuvMehFqK%~|9e
z!!&?iPLULt=O5-$fyI^!0iyYz<dj$;q}D$Q@CI^AWO0kyuXz<qY@s@bOoDH`0Kz0b
z&V^l2+&%^jpITc;K)Zh9!y#Jyg%oYjcA%rXZZ#%``4^N<6>kw1OOcKXI0M%3%J0uR
z3{N7wcsbCXIs`0yjgpWhHw@?$rO;ZjVxNPuB~WGKT3*}$O$c=X59mfb`K)ycjDEZB
zFT<26f0=izgVDWnEBM;H&t8T^GF7!0TuegH6S4#UZ@Rg!Gu4>m(GP@2uYd<vOP)NX
zA(+*Ev;NL?itoq^4C$^v?KVsb1S|(t2duTUdS2pO=CxJU*^OX7Fuo}i1>`d~FFSP2
z2{kK`RpgGxyg7&1tml0N5HNrP_CNb;9`_l-okfYI)>O4~HXvEuX8rwFaG9{+-`IpL
zH8qFsZu?)S9xQ=%k5DYw`g_20M+t(pdR7)5-wwq9*z80?p?xJT6BV4)h4&DZHoZW4
zH9g(OW*m-D+)DD<n?!Z&gqrn-(7Xn=p4Mm9bjv63Irx_-MARK$g^3I5e~3noO@ed%
zK~H#*>eC;XyFR!79*nSn$0_=y)^Tg3w^X}r&0}L!O=(w%2N&Ze31n!)Q+vyey@`<<
z(nX5XN!|%K8H3C7zRC>y;%lVc{eD>SKeU%GiP{#6tuH$VyI}$0o8SJ>=m`v&qKObE
znjJWtNR#|<2TjNacYy(d_hplP;pM-TZq0Kw^p>c?^e2EezWr-uYccB6&S)|5sB_q4
zl%G`pc3HD$aaJ_Sw_N6IWT7iDLODZ>!SBZ)>F4Q8bn%IgYvE?w`ukapD&nj9(;&tX
z@1S=c=avp83C+46q%(0rLbzN{y=TOCN(6X38goF=1z4>BDVeM39A&asfJ;6@3<Z}r
zIgkkPB)+_dfKT?}@OILA0sULpKU>uMLTum}tA$9yD?_nIX}>hnd*37a!Z;s?Z>iI5
zzNe+S806&{<XWHQo}Xk{`NOeNNOKej1S(S8sJeGn8Th^#{8?lI(LY5FzABn~<8F<Z
zgoU`QE#Gy}H&gh3xG4b;_BqlNejmI4h>@=K!R(UNXDmm&S9Kok_9z>`DIUvit!B{!
zoYRMBsS%<oAmx3o(&WJGJ1k06t|KhE?;$2TGUj|}0D?T?hbcVtu!r~Wm!2-P!p1cs
zRs{gXK)To|@&+I=IKo$xQ)*j?ZU)_LU%8<RPGsudu~?Do-Q+-;uo;I}=S`u8$~xkW
zNug|EMd--NOZ(i@Amffno`tby^n;M<jdvcxE&v-VzvFuk<wII8Y8P22Nk@vTb<lrp
z&qp>ja<qm0@bb>D?(GWQhG7vuJIvmS!KA#-^p43Df~nt95akkL#-#CVhGrX=l+q}F
zyYcpv^z4WnLxrZ{q~SCERrauV<z@sGO90hwfi0RqFDa3fUuwOKbTItt;q0TO|D3N$
zpfIcGYq^TT?a_u>=cAdHjVrK|S={1G3Jhl4P+nVi%h#^vpe#>AKV9rWw4ge}>J2>g
zN2ODzfNbr??D_QTDEn+Idk88~NZDxf>U4JLOjNj^ogn!%XG@}_^4TrrGsz&xtw5?F
z3jD1=)$-P&rF;ELKl@p4C{eaQSD}h*ZYH8U^7*d_A)x^VqH2ah>IOpLCO6-|5F$T?
zR~vFQJxMNkp5Un*Q?H%=L+=v<kb24QT?`0AgU);kknil(9&Kkn;|NTQ!Q}#yeK`X2
z7Gk@4WX7(rVVb5;eq>TTelu_1k`q^ywUk$5@DK5|mD+1Lxa^gZp7d{lWb4;S)^U;2
zkACV7X=l3{pgLIL3%uHjk<HdcdAd-_g(0S4QcSE-+=qnN)FfU+3I{VMJ0}|t8xt=#
z%hnET8D?z1U8Et(aHlHa+e+uEi2{!16wj>St1LQ{Ayc9Z<Z#6>Qa_fZ@S4n?QL>>3
zzY8M<%U>Pl%(c{iI~Vxlm|UX;KvxKlT}~#&nD&kAlKviu<=U_uW@P@n>`-gS8I|eB
zq&c?-gk)eD+tF*KH5TuA%OCkIF*H2V&}22^ebnboI6cWY)erG{oN?(+O!Pa+IDsuS
zjHAl{T!P3bg7re5tD)!or!({cS=+Y*P-IS)vy@-vtQxPA6(H9=BlV!QPB?x<RLmm3
zoWHA;v;k$UBV2zFrB?HY)J_j+h9$wRVuvtQMyQ?aZsg_}<t%8!QRe3q_rH`(eR?_v
zz@6)BVlzvluoHAT>U0UKz+rqA?hUVmcSXf&%ly7#ibCEPbmwsvdUfgAd-k^mXltb-
zneX()Ru$+}{Tr%E`%^u2tJ=4$I>@>D+P=raJNJ)j?zeiX4!|!$TKk6f-TY4TN_@V5
z_Gv8hsd^%#gG#z7c7-{PE`jwpVZ|+OSt`*|nDB|-(&qMcLDmpzOIZn|fMje?7!H~Z
z$ZR!*Z@_3Fz{riz(g%LW6NW2kyM#@Mzz5b5Hwzj>{2}8&m-~w1!haw3-{G0LjwtcL
ztX5!FbCBRd<W!#)I~Wdqs`CzGT?ToTLBOlsUr7{As{K6p-vkU9iY-Kndm<&py4ZXp
zcs;T1QhzDRHJ?6Q>umy30Q;u&Z)_7>qll1cHmGJKqQ1b^<`jbj)Q}1KGp_YgyFoX4
z>&2y&B_#3t04sqn{o6|VYmz@J_&TDu8SROE{J5diXIDbv;QD?`dvAsYSr>#k*SEwU
ztlWE33Ha_40UWVzU*p~4;@v7L-3lt*QloCq;qS?(SU@IORO?)=&U+)?|1IkGN6;vU
z#(UNsTq+2I8uFDd09krFW57_Zscam&UAs+eBKAw&pM|qq%n+9+_YeMjzzOuFEw2tF
zvWuWd%}v_EUoVwM-hX|o`8+}xxsgS=knkj!HJD&;-q!Ff^t_MhG4iWe^?ZdgPw=4`
zBu(S58ZdC@kpg|;<=3(m&YugS6MjkbG1_}<Neo7M*YGt+qrXea7hM;5@`*zzoSsGH
zRGIRgEO*tubAN+H%Cc?Ryy*vftAtnP$@X?1E#IVDIZzX`rrN&u52*7l{9)o5PGgaX
z<COl8;Zw=??}xZ|=`D}!Z>EKf&~u1qta0Tev`wtNu8+R1Z~q_v@+<Q{^m+&H>MgMo
zw}fA(=h<)-TXQqz%JodJUT?S^a_#!5&ZpY3*z#BALq(zd8fTr6b*k^>LKr5&uoMUb
z=P4}h<jUPmdDjW6-LEH^SttIDWB!d+2mxrixAZ_|koWhf&7pQT-L=1JGF3-!M{jeh
z2?Pp^NiJ@FN^n+xryUtlb3bH?mU4>rG?mt?fVTGL7w#%2hHW3flw2Qd_iNSQsiWN+
z&*PWAfP*Uvj81i|i`)%b?RwY@o6)&ZU(9u8D7pLT&xz6CiP6%j2vBSR&g#%x1)KQh
z`cQh`VWX08wi9wP%wW&=`|LnR=^61~a1ImwF(#MdAZY35ZIguWY|vbf!CukV-bf<K
z`KSMT6rd{QNjHDP0cf9rryU*$4+D;jjR_zG5)4qec74D~_=mYxX2EtKKO~kr@KZ>@
z%1byXs}K;{A}>llBYu2FxEm%MwI$FavsA&qp-M=ll_S&yk-X7I1Jv>dSo8s{ukH7%
z&?gY5D0cCnKqy!r?g#j70BmxTjc*s@3U>A04^XQ^Ds9#e<ohS^nQMkDw;0WnL<2eQ
zxkxCuvD`z9F+-x;{KGj|f|1;T6US>dHPHHK?O@gFbO?xvZ_R5Xixml1fT937aEud2
z1pwj<9LB;yEe+$rNzA`G?l(jTF$h4}DS2dns`S@FKR6jy9FR&q*thM{Y$lq`pIO|<
zZkOngQ0@i3fb*jFR_FUqpB9p2)rTBEnf>_p*s5Db(r(DziWIZsHFJ`Btt7P~E$#1L
zAcb#xLoVU^iziz;oApgDXjN3O&l9RcCEX!7RQngcmZLWbz{N_nD<uU6W(ux+V%vL6
z<Moa5QC2p*(@TLa0KR%%K^HD%D+uO^2^fK^a-rzVq^RgIVPDv;8Y@fdFWOdgJ`)Jc
z3<p5X<P0rJ&=R=Zuo5zOE{&Qm3*P#4u>uw@y;H%yQ*k34PxTxc46nC>D_IM4gllwT
zDEESSqQgaYs9(%{r$t_s(wMMLtr(TDaZ{RPYE^=cDut<gaWJdXJ%<9qYo%S4Rq%p~
zQrM_0V<-ID9hP^DD$wAwL53{B!TCMS1F4L8EN!q7;UWh$P75r#Pxzuwz?u|D@Gw>(
zARC@6&K0!6g7|?<vOc)2r_>U3@q~<?PP_<o|LHC=?!O3IrUb>gU0SAB6CwN!VhfP;
zQ0V9ImI+8Oy=%~S|4bElw-MaYL+%2kaqv{oC3Als>X*qD$OL`MKE<zX#<UNMmO=}h
zLfiv*NBfuZ-Gtt_><2L!s5Yzkbtz3t(42lwX}vlpk?$FagHu<u)A<dC+Od+FedQ}n
zo)PEPs~6u_4?;+@^N37Dx;Nca3+GCUV*~xx^RG`#6l<RlOZ1G5eU5a;1m-&loyQpq
z2o}u|QZ<f%UPi<*JeHVF@gyuiJwi7R3}^!?1KO+I3m@=Jy3yNZ_`;e^lHNs7tKX9l
z&aM-M4Zn!x483vsh4|O*p#8-kgumD7;>_LC!R4iOJn=v8qn8?as%cxl3=X492;?ka
z7ziAAh~5R3*LyIfUDz({@nz6lJN55y=85DR=`5*(-b$ufCvoMq*vxW0AOAOIPdwEg
zjykH1Tx2Ko?ajQ2U_OyfG?t(8JosB!UA)t}8!^UEZ32jX{oWk)Z|s-TO1?0^*3*#q
zZQ?m(<7>lE^32(U8vT?1u0V2rlM1~==|uLn-H1mI^_`xV@uBXB+`1{j2Y+P@RPb|n
zaagq$(>N7~@yZ-ziyUMw_Swhx|8Y>M+`d~|3I&BmH-Q$It{brx87a!a^?Y;l#l}XU
zkNBAOF05T4MtJ`1qie1)%7b#yTP$slG})C|f~U~pBJeeY0cDm$k3B_{zaU32rWr{m
zkSt^8bX<|$Z?g*<m9rA{#|<iu0tqd1yFtKU?NulFiUlF$9S#Wwt(we1=`2BJW^`Wz
zf?WZ2JX8o_aDfQ`dq~#e{QDvNZ2XLXh7j$Dz3?yf7YAQ$9ZJ350lYLNRTfaNt#UKk
zU@%GLMN)@Ba>w&zK*1Z)PMh$sN?*`@6pS`KRsP2OxUnR$Ms~?thSjSUelcg<5!C?I
zZidbKsWY;m!Bw4L_jW4t{~Fu};T(L+FlJfmKVH9FC@r=q|0DScBo-)@D(lVMr$3@r
z86P48XcGA8AD``#e6-W5jl&7#OB4_J&+tQZUCSR2Ek6UtC<b${`S#Q9Tl1Zc>_}#g
z@!Yrq3Vd$p&c~)_v?|P$EI@j^GS4Kb`3(Q>%!ebO6ha7C$}FAB%$m!*yOa6;2zLAL
zIUl~#8RSGkeGf&~S|co6tLofTc^Fbv#y)BGy_EZ#IEJ0P(BG2>3f6`@91hnzeP<h|
zh=(~C=lSNdQ^blT?L$V<KH@_Fb6Qtki_~mHG}FC*NkP{{u&r1;DD4;PtRqAFP!r64
ztmdz)ne+`F`rZC>K5~<;Y3=-N5oxnFpm-GkHqKS6UBfjhXzaEP!#4lG?z}?S^Blp1
z(FhEwjdg;wE8UOA<hNZ0WssrkA49=H&>_kInwJ2#U9l_L!z2Ept?*yd^aN3i!_&!y
z_BBF$Oq#g)tR04?@Ed>ewx)d7)O#D>_qWOZG0D<*e;}WE)`*kjZh5%bbInAA9#<=M
zc)BoWrACn<dV;H;I{7`6jlSth@+;a5T0cIy@qG4*ou5_BUSYtQwD%j6o$r3Eo$s54
zqyJOI(HL8I;TlDEc!LmS_L7ybPXY*`2Vp*@7s`~8)m=6E=?q^)ixR$p{A2_k-W3S_
zieXUuQ<RY1))kt+{0Y7bt7}IWEN9^idf%m~M<+jEK!n4#qZ!u1cmL4<F`e)whOVrR
z*-GlYAeS%2I$vOL=<2K7AgE(}iy>VNISOvqvi$(5q#&oP7=SSZ$Z^q!JnxR5^1&-8
z1L<0!FCGM34GW8p6j;*)c)aVG;>&**Dy~>^dgM79gGqx1`}cL$U-Vh-ba&&%^iQ$g
zM|gjP+#BQ^LLh*Qa?i=?=*BQG(Wh8|^rPVy;)55<rU&dneHpM4Vph|h`5{a_sbwV^
zZ<)~yPbfXs%nAVeUA*#cO5Y*9HJeN6XenlgG(P7bye!&@{k|RDDL1p@;8&i1oSm>Q
zUr9OEU3N^XQ^iNU`AH&wJrd_XfwxILWRy!`s*2(Cdd5_zpH!ps!4DZf<)08Ap(l1M
zT`wo(?UJ|ouXe_R4KmxHaMs^Vn0)$e#yHLEjUDl5BxIF6CnJS-l5@jo<28@NN8>!9
zSk~py)mOTf*Au@1*lCf+6oBZHJxlgs%cpSi^*!R=2jlsGeyktEhb&%d3G&mwdq=k^
zFBR2=X}?q#+0`Gn9-Yj-CBmA#m;XI=XmUNDGqtmSRZ?DFR3RjNU06<BvK0os=U0KV
z502&=zIJ2q`s4sP^j>4J?}sK|uaa1)sY2O_a>bb(`Cp_bWjK>}I9!>D$wy5SkN`Ae
z9z0vhM_M1AJMG==0fI2$O?n^eDK25G-^HOp*Wpf^gP;%Wlr%5(m`al)p7p3)lzd>X
zeAZ0BH+*crEaOu`K7sY<z=Vg2K#SkI>y2aSMc^Kppb!E+Q9j>ztsszypR@y*fJN2u
zM)C36ci0{7uo-^uF^W0I+iu~IM6<F|+p=2cvh24{^yLL(H7bUqq{pIek3>n0(vPS?
z=8D6Tg*XC!>pvedFwna8OR$HG6cfjaNMT}SWM|`M1T6V;%xjy=o9pxI8w(q2Yo_LJ
z?Cfn`TiE92=Nufa=ln)nw?XOb$eEx5fk-w`RTiUC3p&@0wm1Ijhi?zsgTkW0#W_|V
z+Md+B1??GJ>;j<&xpR1P(wd&1mHN*&t%zI>x1VghzS*B~bNaucCr$MS{+{skPDYt9
z@ao#1c2yqX)Je_tkhrGvYdaHu>v#(uMB@5Lh^+eDQ(x?H=aStQPylj2fXAEsi`*J|
zt+*4myK~fq`+@`R0x>QRh7dVYrV`RG8;8u-h}MU6d-}iFv(hi9ITsRDAivSv8m##7
znyr6b586(7Sum#DzSQ%=$&7vFy#nR(jR-MH(av83GWzQ{|A7TsrkXFTB`&wfSlSt$
zhh_2<X4*OJR_X7u-2+TwU8COz|K+q+X{g$6-v7sOe<wY9`gZhWY51(u<0&W2nIrXS
z`u_2#u8F9gzv}(d4+p0EyJzE;idUCS1iMT`drbtoGlY9ngkmC>EnyFDo%7ikeT*BO
zTI#HCpO~uIPfdE+i3anjc&p%lgo0%VZzpT&QsjRm`Qu8Q#gRm8;u%B<*`F+D+B=>k
z-+Ysf2U-K|Dm@TOrHf2`M)Iep28azxBNR7)b*#WS<Q)Pqw3u>$$VcFCZ@M#x{4OjQ
z<G6x#3fhBN9g3xnR)=VT0%!tLLd=$O^FJd6ULg}VAjXbc0h0tbBDoCE<U*8n?hK>5
zULXh29G~E%%m>JRmwoa(07haTq6$EW8K}+}&i*@KOfM<o9M(8Xfb9AAKlWwTH<VM|
zj*Je)i{75u^Rb{k*EV!6FrCH%a}Zx;bdU=%^nMH(w|4-6Jdn^bF4NmC)7maGG|V?K
zB{kZ5bEZ4B1$KOg^F4c6>OW^A9vX$zh=zx!%KldBG3;?@Da@&IP1DU=C5l41lKfw9
z+^t6oIt$!>b@Q5^kh~4sg|Z*j5o|LRmn$@rFZ%ZeV1vkB9vIcb(6-+e2(-?v|E+au
zXg<>S?X?o}^>)SROh^SV7%EnQ{>BaoHjD{2O#bR^(%OY(Padhfx$TuG?7Z^m7C-Hi
z`+U^CpMJCJv`#JrC4as&1>aYP>SI{E<sYOL{;^ZnDTs=_*?&D5h^1WvN+}DSAgKcv
z**o7<81&=q-RT>P>`=yvzscJkn(2rGK$v41ouasJ#qn15x|R-OkK8xsrsYzlw8>+|
z7%YZ-pDo&}9k`d<ekrx9Y`iS1@NLYq%PVjz$h8zN&ej>y12q00Ws~FY#>V{Mj<09o
zmfqo!U1XB8VVAL=mv*1A(w%*y`_pC1CVKD2^iPf2sB~AJ5ob<DY$`rjgF;DQ1MloN
z84*a!1A4<b`}u<d|8k1%L6jNW{ZDg-;msuvthJC*UF;jH)JM*gKbTsct%Y>0r1iCO
za>Cbq#AASJjFa_sx)@`UF0}9UJ+`Bl`L9aVQ$|BX?dpu}@Z@%ZhzfFaP4DYkQR`aK
zaNtKH#@b>U#nF4bSFR4Ie;7;X@_w;Yer<o6@$}z2l<OgdDsqklEh+xCMeY&(TA8#O
zm{>Dr>E2P`qw{xUkrc$T7vz%?5A$BYbT!HVyep<K6P805<R!_M>k!sEeNq8>A8|&S
z76+1>K|+a5)}o#76MVR-grG%?flAPV2{K9)Y?5-mPIUhT`)PjkxWhk!e}w;Q=o4~4
ze8_Pd9H`8w<Zz2&F^LV}uNaQYLG`gnJO+e{!|TAoN`qM(kv>VRwUUf=11}X=DA+*4
zNU%M#tw4a5KU~xt<i!sD9yG@S)&XPxlK|(Cb7kqEgNLytaFFahv3pRbW;HmYPxj$1
zkM58NAhRW8;prhL8Bl-<T!w+-+D;(6n>v{8GDwN=0I7wIk=nPj=902Y+O^|ChFukR
z^9hS*`AjW&tEQF%it4ha8-lh}=U)9jd=I4EBK=bisxBG!IV2N6Sc0{K;ephS&<WZW
zedR9HJy946990%#$^uLPWY~kE%!FuB{>pr@7_oa-HKXCcGWy3LC3XYIjs>m0#IT3}
zC81oFLK-|>LtOJlSPpZp6F+7#vZ<33&15peiJ0MZi27s9m7|EN|HE7V2a1x40|^Au
z^>}taTzsfH6U!jQrAdY_8Iz$b{Uc+U@ANSUKFT#w5HeUcI9N7k^Qq01E)OVjckgv3
z!%HPhY;O+UVtdUQQGr_R;JYevZ4M49&B9o8;UzdhM!Y7f$_G*~h?#gm7RNApH;Wxa
z-L9j+3uXcOOj80}j-P@R{D%^I$5E8(%5_@Q;P9)~Hu@MQ442Hz?i&3QB2tyb8f8Gj
zPzS%m%^|_I0#R+i38hK#;-?;Uu=Bs5Dan}4WpLn(c8I3qi5?!X&u3O{*fN5RGFSE2
zbVpaZ0-)~|2cuLGX{KxwHDX=%+||K9t;xk<@3aA-=<Hrialw!N2N|IAuK7k!)nl`Z
zAM~Rrfkx2OpH<%IZk@#o3LysfJzb)&po8aODbL#rykVYf1a`i;N8%Dj5IuLwKi%I@
zd7C>wOPqHq9yd1`A|dQ|)qqM{Rg12f`cAYT=W-6M#Nx;3xHxC@%#wBdg`>m^2A?S>
zq0{1VhjYuPjqK-Y>L&?H?4R^S2YXbv@6;*=o#DThMeEJ5a(kE@@0Fa}bwFIEj-6mn
zTF{w3T8A(n#v_;vDX@46Q36_Mr!MfH`+_Tx@|@`F7U*pg6`4w8XiD13ZBiH~Zxc&@
z@yXBZeE-VRYSaCW$+43`G`DR-MV*twVt1ji8opfT$~9$LMfRVTA`O+d6)Q&+-EJ!$
zRkClAp>?arbi0He0qX_3fUj5Ozlh%!ym2>_fG6YdWSoy8pxXPckB?mM8j)?EzCG0=
z+5IzxzjYGGEm4}DHr)>?Zb)0DydtfpW+f@9$}E5ruTr$KFgLZ%&T#+~6fqRkf`Mea
z81%5jAG1I?Pyq10amQfmkU)|HsO1de`-TE~sNnC?+{M~1tAU+68l`d+<AW#s$PpRf
zJ%UkL5JNtkpC0gb4w6i_Iu;-ZN%KI&<BMMPi#~PT%b<{lVcCLwEaMbMFd8tZ0~A_G
zzam4s_?r-L2y}!L%o=wAvW6v$1?`x~9iUZB&JF4X^82*lEa-dBlT@E4sU)YUU~fVL
zO2i{7Z$$$a&pRTj?Kc}k?NW{0Qms7e+m>OCq-knNvHI8J{g49R<`qa&sCZMSBWb0J
z?3u3V8&@rFTgRt{4?JEPhyiV76t_k+Z_m4wIKKXs98s2Ru|z;rTni#(f%e+oy4^j)
zKVP%T3=(=|`fknMXzzW6V?GzZ3Ggc|6L_XvU(AIg<&#h>rS?aLO4wIgkXQ@4IbQr4
zMbA}71FHU>=4L#rEEJXJBK_u|>g(yG8=R7aSuwGFaDDQ~t4@o&We(pO)Y;nB8Q2!;
z11v#F6btx*%Z-AdWLqSB;3Heum2r@^V;vAz>au5K@YxPaxu>9v>=p>{tjyoIo$Fs?
zKu;v!Q`Qtof^Z2TW;Ws*r*CxZ<B2~`s5WrY<GVzyMH~RD5Py8BOk1I7+G%0fj0RXg
z=%|X;A<0Dq|BuGhE#m9E)lHz!960o&?-`VG5ddhxcsieQaYA3~pmc=ttVp!dY1_%0
zFofTDl2?iB&r^Ix(kZ(IxD#lm@cAS!H~NdV*&@3OA9LoM=L)#pKRr)zp355mx?2m&
zeKo*yZ+D&+0?U{s?Gb09Puy|!wAaL|09^3pL17`Op8D^_q)Q5}uJqJI`i`I<;mRET
zvIqT7RB_7KA3_FOEPkVddzMBx=pOe-RBd|3OML6JmLJk0wrWP+Kq{|o)LivOKU=%>
z+#6D*oyH|?o;iM74Ej}d^7F;a6`QwKCG&-Tf}S78vg{~&AA0{)D_dYsp%L_}5$kJs
z5$ghZWvpvqDzx`;4u7~RgyfWx7P^HTMjMKJA)qXqWIhEG@JxWr40tgUthN)s?Xcw7
zv3)C8xo*_|(4Z?a?O_C$CIjLf?RLce4#SDrUXZt%{}pTeeUnuxlN>4povrk*|AxYM
zTDEh6728^;Aje&b4}NVz;H#)47Hn`Ye@OogyvR3|=9`g~TjPaO!3}|5+ddC(X0KNZ
zyBNo?)jzsaR{L95$huSg)OYaNfp;^^s1kwo$GE<v1Xp2PM}3@2kIU`X*%LP$_f-&I
z_j>%AVSOg_O3xeHrEn61kIxXvch?=xH~^trLNwk20jmydI|YZ9_&0y54MscA2F;3K
ze?l#mUchhe4oHt2oM%;e)Lk)-*PDrDGZyQ)EAV*wm-<xKJEMWH+K;@Isaz5n+;Xuj
zw^F$7WH6SdGM59ualLe^Y~isK+8tN@`theH6AyY)VtICYkL&9ON!$By0N&$J__*H7
z@~m&9cC4s()+FhN#O*RgPn+-MZUx%E(R}gWezN9tuzXWl&I$d3d%)2Dh^FfS)Srmo
z#pGZR=ewpSH3CgjHxFSHihcQNiyrn{^~C+YlUcv{wi9Eo%k0%{<JlR5WR7(ko4lI>
zzaBq`IMjrl^o29@M$>mk?Z*atFN5nWAu?9ya!aT3Y*aGw_?k!86jK&`CSxz^bb`G9
z1fCBCo(+Mp*u(2*$2SOco#&B!1a*E$|2Mp-rE1a2Pdm07jHH+<lMkUZffX2AwhlX%
z_JUQ_!etfbX9E#aUC|RlVSh#61rZ^Ku<VEDmcRG}&n*QZTBb_Sc9+VJlUe~ohWjtC
zgcWSC$6vN(6<Ac)T7M}urMy%=e(ZM4*WZL8i352)S)OIzZS%67AL%QOJeMDNE-jd!
zVf`K9P=v6{L)hnDDTqBD8FhWCUy+z_$BBrN6_ga^m%XKMhfhGES$cdxxOwu=&*_or
zztla50^5S#UiE%X&eV|+ud`1%nu>eDY{1-8q6=b|Mc}g!s|3FUhPL#DTGc4FH+ir@
z=poF4@wleRbpEa3=MHpaX&k1HW`~r1%Km`SG3M&|=y?tLZLMh8mz<{pB(n?aQw;k2
z#RUaVa^`-k^A6VUwDa27D9P=T;=7aQ;fp(!86781wyNavqXEQ-p7R?cGkffY-<_?M
zn0qOr!FLQuncLMtWGEof{5a{?HBuDs>5K5Dq}_Nut}84tq0U*KX>2pUsLYRHk4hph
zXg}^l;K+S*=n^a2XPkfYi+a`6Z|%%wJ@@~^K<pmXUKes-%;@B;arjy$&}l?^Bdy!`
z{#{_^rc>|r{<K6$!u*2{aO#0K6X=U{34@YZs&7}7jKvFK3pIJ$^YD_woVIGWtJO!J
zJ?PBcAHS>;S*-fURAuzhz5a<iXvn?wmix;xkB@xvHgkymD(8LaeVS1k8vS=P3GZnA
zF}*BH8cVB@ORpFn4E?w+Xjl7Cy_UN2W6l0n(n4gI!Wu5@L^E*jSv#8W>#_|<v0@t}
zVUiJKcQSE~&5i`}JA-JMOq~CHC=h)q{YSEDOdfVg$8fgFeMrwkXBt4{CICoz@_q6z
zFe3Q|3mh%u?<J$wdIoX+d7wqeTtk$Qu*O7yE%ajIzd~$6jU&csG-e&AwGX2@1{%p0
z5ByJmaG*9E!=+1$=nDD@(_4SCEIP<So*Sew7&Fi$E>$Wir5E0iB^cZRb5#z<I1;g0
zASGksTri=f>lb{tP4*ok*QaD`EXWZI!kcJaWDb&=PazCwnV!9%fRywAdFn0*)qgWD
zptIkHAQY8N-XZAvDS^N3GDsp09h@pnMS|PE1QAf(y?mYAKaKee7RMuW<u_gNw9hoE
zWJQk;(_|9R1aDo)+Yu`7wkx~$1#n?d>j;{SFu?VcmB`e39{VNq&&!{Zi#g@7tIj&?
z2a=+(MEudvlzI|QTe~KI4#DuIr-Ty33RVi+JYsbQ{WkQi%U*e3a6bSuJhO>J5$4@h
z`}&SIuGqzo0hmJ)um@maBE=}0e3Z~jy7e(-FoSbCjcFzw4lLK7BDRf~X+}QSU%&gl
zw&)J$@d^-&V`~#<VV`9E8Zd=Cc})LDB$DsWw~qJvdjEw;OeoijsX*TI;We!~MVI)E
zMKz2>dJKxYrtXnq>Ry;sj2XBO8UpdDiZLVqdXn8=Jg-WAA<Z>eJnV6E%)M8yN;9D<
zilvHSse9r&d-h)n6;5+boAT1{iEXh76boz$*R0Z%a_m4i`Y!k*eL9coZ)kXHC@jmK
z2LD`octUMgO<g(}JZPu1B*!02Y4{Txpp2d^N_3d)t6rabQMoUYOjtSc(fQu|^|`5`
zpp+1MIuOw!%*e$?OaBgh76NMUQEyP-<xkAX=#lJQOcP#86Z<VCx|pKh3a8If3F^vI
zvHeqI>8%~n0h`cReBQ6~yubXVwV$IAOPvv0Ed`J>Q6joOg*lz86xp9)Jl%TdBk{6H
z5lD)g1d+>Ilto|n*>)meolf#!X=;!>lx-<q>^CPvijK`Rxtl|P9upwQ#A@-uqXC=Q
z9tFU8ZRKS_`zQneqX9D1_*EzsFmIY`6%3>QuoK!9-HucK%D?#%mwdal=?9@@IFj|l
zjwPKc^8Hgd4LGnI{`$^6V>Lck(a^v^(@i7?w1ov*;s(Fz4S2187C@KVQl00zIkV*T
zG0nwP^h!|M04=)jK^SPuGiVX?Wf%)KmkA0&)r52Oh7Oj(K$JHvC}e^8Ou(1d2JFAD
zIU=357zKh2pfsqkKu0oAix89>Pp&L65mIHBL|Yh0TXxN6-o#(3+-AWf(`L!UG)MqM
zdzCPH#D_te8dLp8w=6Ifp!yWiGK$?5$v<U->%x;)1}R&DouSUpihco^6SW*2k0e4k
zIpdVcf=xw&o$kWg;*|uBl^mns6|^9hdsI8zd_3k!_d)PLe#$GT!w;Cuz`=-X;Uj}V
z0tQeoF|bI8DZpyd2n*FH3Dt<9!a&o==y`C!*3l$NQi~=49+;qHoqDX*Ex9dlHQjy0
zvpeJ@PBN-9wi%^$&st#~a}%ibL8zqr&?humQEZ@Z=DWFpa2-msJi$B5$`y|(pMO)b
z)A{{SM*<+pvnl1e86)omx<ivb0E^4Ty@A)(>GP-nnZk#ys~N8jBKeuZa=a9vLeOs1
znm-*mNsyfMFp}T!Zp%uXKkgCoDZC3cr_7bL@(_A@QxyPEDe%8rhFJts{ox^Jmdd;!
zKSyL<1Z?8w1XCcqcQnMck6}$A7|cPN6A?Q-PMaEt8e|$8{Lbv^mR?`_IpU3HNud1W
z7SWbJKpX$f_0<vLZvM(zuu?p^$5haCO!4gZ)RJCyVMgfwcv7|Z1In&X$fZf1>RY+a
zk(BnGiVqxVNg~96^T2)j=fYSE%7fvW)egmLA*)I=4Ik6#fvd8yf4{iEr>}Hp`PT=|
z4aB%P<5oDw*L&J~g;IZCX%=U$dT@J*ksL^lORTYo2tw0=;PsJA0dC#~_1!k7VkV*w
zFZ~`Y`fQJgIDzFgb<xlSexbC$ho7f@kr#F!yD^LX{iepZAlWGQhZ2Xg*r~?-H21k)
z*2gTZX*cLkka~?`9=)Fm{pUUaj3<RGDwD4$xD8EvGT;;8+nt*d_96voEe78qwa2zH
zhiXQMrH<{DN=F=d^r=A$2Q)Ve#nS%S7+?8!Hx<!PeuvaO!zG2TcQM~dyK?SeH0k}%
z^t>bOsBTkuz{q$!<CEbP-qf9Kt~WMRq(LK{5u+Er+Ry3xVB)8rD`~nBkGLKI);Eo3
z`fst1Ub-8)zV>|J6N9E}f*!a+F5qhmEOT2+J4+mE3v_xg$LsW6cvI=8go5IrhOrRZ
zZGC;2)7JLkmhtxfwF^pRxeKM)g@U3_{m-CGVdcO>Ud@P3H4B0-M9KzVgTJ+kzoh7Z
zts$&)17oT&b2sVkV;#Y*kDmVA*y7wQx3cX|Z#iXuObQ~WYjRY+Fnzom6kh#3Jo;0(
z7<D`>4DsK>R0`US5a$;MUE?t40%d_gJ&4C`%M#Sp_dw+T=)X1xM7A{tu)i}G!>Ec&
zXG*uJ+4{|GcevdZmlOjcVj0lQp&>TGa;MFP)XEYC<Igx;F;r6=udI^HuJ%3t(yRVO
z<gvL(-$FsJ8TkGXr5A}J4n3$WN|_EuV`g7vvOli#R~9AX<!ZgO!Q4gq0k@jjp0br;
zS4Z%mTKK&0FUFwn+Sk@47N70ueEeE_G2HQ)ZWksD?6>q*3ZE`J=(5`aR0W;|gy|Ll
zHyj5T$$feCmG8L8=#U6ecI9~rf1uvXH`pgDA+O4Uf}r>0uEPNW6BKM1ZGLO+xW`sh
z`3<-x?A=zS(69USdT_6lp?Z3o?YD&%g?Fq9`MtmBm+7fqDw6~IP6A#TnABNiw#jW_
z?e28Io&t4hVJEOAe}GJm*r|-0dU_SkTI{O-1QbBbs#{S%gbh_A8<MK2{eV(~f_?|a
zL=qo9Y;ly-$3$v@Q0JEdz+i!}2tC6`<0tQ4u_5_XP@EweQ|ljGwn<Ai%=RApN{*fU
z^FhBdn|ompO?6DBHZ*uqqOhMBU%K=31|zy)04OOo5o~@_&p<I`;DsE;U05RSKB;8?
z0Hu#13m^>SZ=#J~koHE|pm@9(5AkTZZ3iW0=I6Obwm%ng2^rW?tZzEs-R^IbpM=dP
zNK4~<>=$#cZ2lid*BuV^|G+uNoq0!gxHGdySy^Y4EkgE8S(S_=8Rx8%k-f4<D0>t|
zw#ZJ(-kap?b?$zj@9!Va!*e_jAD{cYUmIm>f5}#2YhxXj$$}1B$7;}_2D`{Yv_Ov;
z(Uxq)!!@Z_;S1t)9iWSeL&?e_;=oj^gtJ3z=X*n!0F}(W^H&8MMdwwh!I#1EzX^zI
zbqjH_ZHnV(!>XLxNpfGy?RGxC`c(8c^-of|RkU6B0rsM0<9*Vl%x$1XW)G11k726^
z&UY2U4`I<~m^4)TU`!D70y3$sEJ#Y97@XPz!#>Uo;NL{ZQjMZSH~0o!zTYdo8^<3(
z`<?t)^W2{1)B|=B@(>b=u(^I^LxLK=ROR5NH3Bbfj4>`wb8Jq7cHwGOd>(a3eGzWB
zZ9%R)Id7+n5k@t(mwZVy_H0qe6mFCXznRBCAqF?UStQ5jrFgCb0m7|}R~kNB)^!Jd
zGr|jdWrUjY6Bx^Tgzv=Fe&JC(%M;?{1C7J|o@v8?;ynA0kaOGv^olu|fjuUW)s^sC
z`((&dWc5i>b>t&^n$LkMllU#w!y9}E*yq5Te3xJx*%2zX0ey3Ne+t-6Y6278+n?fk
z{~k=*n|~)#<v(^~rKk?P8NA;`I;CjqTP<xqTQ1gO$^FGF+si27YhHRwa(V;z8~Y#8
zmi@7ybI;py9+iS_<w`+qvX@pS9lIxWm&!5{Fxgg>`IA4U8;U;Z^Ol=v7dPDQ+EQbh
z*1QE*z}3O(6OmulHo0Hq<h+8sS+B@WP~*oB(i@pJWL6)WcHybF5yrfSCZj0rq%fZ(
zvic-YvQuD@#+*7?Hm|zUL!Q8~WZvjQlk4w$$dtum>btIs{A$jM39!~PXYO_R{`ykk
zde+AnUH%VWen`39S7W=6xn0Zczh97)(Vh)m_-iy$p*kUo-k4QQ?{t_r@HBLbeXjS=
z!NscYeMMC3-zdUg9HFA7^(enJC8YIE8|KwQ!K;Ng#UYsu2|X22BK}g6Ag5+&w$-j+
zemK+>qdg^NFfIOOK{VP{BFb_g-fAe`W+*0~3WV=+=Dxt@ET7FKbptm{ifX%gdof2!
zscl4}xXf)y&`Pk6)L<JRwQKPM$MtiT$G}<m1O+E1Xy7%N0j}#uxU_vGIwM6!zd<@y
zMlM$R58x1NYhc!Nc#)DS!@~S$jDTJ39-Q1Pj;hI643R|VA?*#(5`GeLEOJ^}TGlhv
zX@Am6oWDnEQYd_N$>kvcPw|EtP$*zgCy+v`yop`(paL!wNi;x}4!X-<o>p#SfeP>)
z@x^|s6oSM0N4~eU9SvTggx#Q7#0D{c2T&jL(TPcoyW4Li%as2j+Ya_lVX;b%dfZL0
zRJ)g-1eX(^>=3ny?G*zeOc#lMr}1s;jmwa;OzvI|2VXk_3%Y`T28ia?>VsgTbF5Jn
z2r7A&z7NAKqL--4y>D$J#yQfsdmnAaWlqzcOF`E8JIyoL-t@I3rnIf45LZRcz$b&2
zGJ4vpCh=BB=1tYh?&C#`@t2y!rX8j{(5bD%1-__j&e%(1U++WEyKOw#i31Qd>Hvg9
zK0bI6XG1AxODR*`4Z0~N?B5VH9P8m0@hpdGCQvx=@J09fRGHY-ra{prZG8r9R+B+#
zxIuieL0igD!cpaB#cp@@uJjKx=Xrr+SVV+*v={h0kD2P~y|s<lHD}tjl2dKt8Gapu
zr10tgc8oWdkD^*uway?K%ZMY3NmYDUQ5D;pFT6lwEh<3)TF85(&v6vX>F_y1<qX1`
z0DB9_nBD++NJiI2f(pThEMw~<U$Rz&v=^}E^8&2?0D^<YbvKOuUaQg5V50#p#_I9M
zS7eHyE;B6^azJgT30I{qC}k9uh9>7X-fxi(#eVb*C?N;sa;_j~)MSvpMp^c2i0s(m
zF#r537}Xi6y)}f4EFdT-Kv_9J*|zCLy8}5mGf=G`@pd0rZ39xGm~yV~26;WO*A!f@
zDU2>jk|jLPBC1I5wF0$9x2*^y1a9~$P*oWl78l!r3TM+e57S{xL1jp-!E|KPgg%EL
zp1RUHRb^>lZls}7&cB#byaF6XQGOb%)&w}`IMekpPQ;%qR;dgI<s@ds#7xQLWTm{U
zl2t^%1<~k1oxN=|6TBFRpmjeG0yBa2kiySpAI!N|eVsF|)CT%;mp!z0=Z2>hIX^W{
zmp}jfV9vEN(9A4&lIE63OyhPtYSpf)FIU0<LX-qZJNH*w>YjSB=%8@9*!D6yZ;@l)
ze!u2~H3y(C?t|Gzve+<xCObgHn%4WUF>m-tWH2dOg`r)Ke4fCLx8f+-b>3zSM_Ui-
zeKk%3Vo6`@62DpUPgM<tIgtk#tU=`QAe=^5ZiRp8d*AvmL6x;m@2h-1e17t|&Zn?A
zs42e^)%eL^%p_UHB0(zmox=4T@7vN|QxY#bl)Z<!A5ANG_IE!Y8+AFTI9<JEXJYu;
zAnzbsWlO4ZO)9SR>#zDb$7d{*-3jfEs&7;+WT{2j$(@hYO+JhkYd*5!SF%?_-pOpQ
zF?BF1bTb<4V%(>R@z>;6%1C##`5{+HpP_dfkJQ9_zL7@JJW-5uyKU(HML))N{f_t{
z&jf$s<>OjNra$IPt>7Fe3!y;uQG%_(08pHqx_PXobrsffPAZ?-N$d<U6vXFgx6)43
zAJb`3hTEw0QFcoJnWw)|4#LQ{JAsQ;#7Y9GXtxtIybg_9__N&kLhb3BtEQ*XSCWjV
zs4KZ{((633HABv}9PMzZ81YjP<_oJ9o(#g>q!7iQ*ys*dAAKbjGai0{<*%Kf2dQZ~
zL6un;0Z-)@R-X9VvVsV0Q(RZ}<TVd60%@>BN%+5H{dQEJ&mFa<&<La$Ts%cpsS~Bj
zc?ZQ}MaAvCT}rR;(;aFG-|j4c^5a#x!w>GzR8bdR`-+sL0;@X!5lil~g4i=GbE{ao
zbE}wUNV+H%@YgYdDVV^_YJzYm@Z!klKPV`{MaWV03=xVuU{eiGs?gZ)l4R5!z>C-t
zfNoZKa<5!jbx&KkWy_%|lCe_=+5m5043$=A<>SVT8s<}lma;$+HK0A3P}`d<D^Hs!
z1oT&)3hE){$<>hHUr<u2P`B_9W2m^kV)re1UX2wux%pqC<d~nYsBVMTbzCUam2|kl
zGf)61ibVi|?p~<m#CRv}(-8UedS~)_Ve<O2$@+4#GYR*dX(W$+K1-;?%`ryy1MmfV
zpe?NdCl?$_U^5`FsoYT&_quEli2d#m3J0l|bA$1vZsGXSNhP6GCst?yC6zi?!Macn
z;Ebrj5UD|OWMA{)n`oohLbQ=^;NmLT9PoJf`}cTZ9@OEhG8*Uf4k1r$mli9t6#@!r
z`-EFsPD5;kx*oqi9(Wlt^9C*N{M)bxm2f}Oby{jxfj2V{^NI4s+C4`d`nEGEd&^+u
zAY6Yu2NzD_YxT4Q9W11RX}MnIpgUg4evwuyH&GbVp04fX!F$zzFp-%}UUat06|{Kw
zA0lNUJvIJDdw_d{+%(nR5YveLf3<W6g+Jo&;up@xpYOx|s)>E7PU=q-U+?M#&T>+k
zCuca`dxQ7!DS@c`6TfqFJIZF{9da8X+S8Z{b?PQgfjN;e&Yq&v+robL+Z5jiP}XTZ
zm^}7U)W7YGjK?0rnhx=61dQ?q-4zgZGFS#gMD^|!YX5hExrOLadG6&Ld4Bo*hO_ST
zTQ@j|j>v4E8FvNs-&(dB;O`Rqt#|dzIyq<}UBL0IX9t_LH$RKsTki;vgDrd=29oYi
z(yJwg_U^^mv;EE6-R5}a(Q0bqQ~UK}dCAB6l8@g?>MFmgn^{hqn%S7A*r#UMzROI@
z%T8drmde4*!LrG+w9B^rwxwg?XU9kf7dsc8W4B<N8`_MNZ082xNnrm#+9D()(2)x8
zn*782i=s)0`Oh6blw%1PdB}GZ99j^L7|xb*>VgB7fP!IEf;jYPc*t#*uN;_~yZCl;
zEhkB^x?!)CId&iR)n)hSMZv$ZsnOBj&;bN1-hl#OdnPzmTs*d6wUV?olGNcA@5n9R
zkvr*!iR!-r#=U{Ue&8-!gox;aY2~^=+~HpGA3{Qyp-G2J>lU;fHIQ>LQdEdb{v$w6
zETe4VeE{!0LJ3+yXJt)j1fdlnz>0}1U?_#k-J+C>VAaZacjsLu2_~u*N$8jcU4>Q3
z<a$4Rp1k(xhL<lGZ}fN9Y#lNLoBzZ;da}5{N<YfTHp#&TO*g3Fqz^gcPLf7-hrjq9
zVHXSA(V^Khh-TG(!=W3)J`|PN7oBHz0xMsW%miI^Im-y46PS0$nO1(%Yy)gZL5V}r
zO%`_!qnnH_qAaA|fPoA^TS`wVIdr*@Mqo87q$gZ++WY>tH$9_TNK~JN_&s}JU29Q&
zTco9^t~E%2^id(tlggVe->mBHXX)`+R;%G_ta8YKgsy8yL7^&=%7H+>g>I(;EErhd
zFIZzrU=nj&Hy^)b>GtpVtIaepmq{vuluS`&^Z_rwKRHNO6t>$9fA2pA@Bq{Vz+C&a
zF<@u@UssC;&=0tGGSN0+PgFdD(GoG>!YwjgWTbU43>-@NUtbf=%7@cD5Qg;`mY&uA
z9-JuYvz0Y9|9s=3HEWOP;kek`(}B`R+kAZ_*axvlA_V&`V?TX>ME%G40Ox@&+{!Qy
zJPIL%3Gt@r>*zOx0D}?uz^04CrRgr02`;6^bKF01Q{_P7SjTC&G7{h++n2BbVASmV
z>sLN2OL52833G%>z}iy12+Gd(d~3UZ#N3>4=()CW^>_>~3Ht;y(%7F6xdyz^n}<XP
zo&{cvx%>iFGX2mue_icAJ<VGe2L+#9NvEJ12)z~qdz$a&IV&K_2Lfp*)7C%t3A)x>
z19i*k@2Kp<f3S?rZane+_rPVLvj3}XqF1vLr#H1ajw}b=k%}5!hp+~FeG=WRVQeR>
z!LEKw0)~u25Olh~=)BIzWl^eh{Wo9gjWxy?Pf#0It@4Ynb&ov$ey^6WWSnAe-sERp
z1Bq>PrBlTl?d{lXte9@>3i4xM*YP&&S8TvMn7Wi$F&&7)(T3)@h4J59wJs9Wy8^ng
z47#xrR>BbKoUG1l+?fx0sC>gi5#`k;xMt<{z4BxB#(VN=>C~2=#wTV^dIEMI5Pv>6
zy!6=8Qual+m=d*`{-&uDUeq!l=)@o0%J2uWr1|?hY7Q_lBmx@jdik;;XFcoZNwwB=
zD~HF`L+z8P{J$m%u&|pHD4J{kRSXxen6P%<{7u$n)@sWN!sEJ9-$0(2z$QvsAyakI
z7r*t1y+tgj&E#)$_fK_AdJe~y6(5|-4e*boI@^m3DG2H=^c&g@=m7%#yr|AxWncR`
z_Iv2ev-cx@=54d~#0%{K>*U?N!57~Y(OYv7t$xfD^L8A8K3<#0J&6;{y>_<mUio_+
z{2QE%+b_t${2R!r`%v-~vwbkU+_K(6<7Vc4_w`dZ_ZRoQUpacas(EV%dmGt#J9u~-
zX=dB2hr7I}d14wBU>c?MumSDteJ7Dm$0~7R%EtG@x2o#$+Q#~V%G$!Jn{7%cWt6h`
zEfpnRS!rbjK@kCYITdLXx2T+~Hp5o>we?iazqy>7Ni3^ojLUZPTeb+q=sR|Asau68
zIcG@;XF<8wMhsJVOw)PH<9VwKh&@Htom;t!s2qkC5?)E~q6zAiM&0C>YAPY<GJSGT
zt#xjT$-AZp9Bua*o6X>~ge6@&Fh6`0%6$rZzlqRRRpHxBb2usZUd(g#+V`aL0v{ku
zDEJ20i_hauypLdFJy`}3=G%wN?mo_62msW3mBUVy{B31;)%8k`tTKc(;g8+NkK3XW
zPsD{QhEf;tF~!}n8Jpd>(M=@L2vx26+|M3nZpd=O91?(~W_c=FA*!z*M?12$ldXI>
z{%aEO%md@k(jTv2!h<0e(8r*CYJAxAZ=W@h%*UtK0*6uU6b#T*pBW<h7<L2K5V7+1
zmJ(2+M$9i!4l`3O`^G0BdRkXLZ@%`}oY4DlzJO?W4mpWyo0hXDHi;DA0i=TXNSPA$
z9?^?!dC+|tqB}<~9F$7@N+9JrNB!e}aGCms*I53<cQ8vUqKEgBh!&N(ihGa!n)A`$
zxnA4;iBiUY1lTuY0^{V~nd^Cb(8*>|5?W}DT;4<Z-Usr~EVGdd2=SW<;j$ETVo0%@
zM>9V`H#O1u*Dc~-w8l?VR2Og;t-Qg-mGa6C-|@(fvyzLly7k7cKH9cE-rh&g=2T}M
zdT%DSe_9=oeNt1~_=P4#1#Kk6twe;ZgoLajsiHbtGC@D?*qwNKXjb!m;=S=fNU>Ew
zu|)LNM?o<qIU!cUOYP{RXgYw>v>}F7UK?zaZ14nXo&TUl4}hcc<~v1oc@XI}seBgo
ziSfi^n9;;y6am8kEg_N$BNHGFy`U{)qfUUZV<nQv86n{g+@9;?_nI9-Z%K@6F7%mk
zzZB%J0RhjyIL>8=yI5bNNkuM_oKb6<tIw2f+Mpot$1FoGlrowwC{2|$L!JQ-V93mG
z+;`$afgc83)~DoPn$8fCU{zv!xLdFTj*L--Bp^hC6rQHK$%`R5$wwkgH60RuuuzD<
zW~Bi3<45Jd=c-`@H5e|eAe|~$QnK)j8~OwQa3fi&>cd&#>{(?Z=o;NmT|Zc+hH>|1
zRTk!I`v%yYjm*xP%^|OKYw;bWLbHwhoo!;m@BzfKdcbnm1wcLP9=X1rePp&A%lBAC
z;@O)cR0Z=!Mf$1-1F^=$vc>vAD6izlH)tf)a?R%>_h(b}V|7nxFlDc*?qgIN{>-|S
zf1xfQ6p-OHhAKaAZ&-;`4+!Tz6GFKP&pi_iJx|I;XNc>w4d}7<MQ@Q36IexKj-N*z
zrA7Mx0XL_g-)8zcvo3GxJe~R8`g*Aq`}+*Ghv#8m?x(%?%B}Q&lWgz_tC5^%4LQS3
zF8)mE%lv!RgI^WlXT!~-zuk1HSMalb*Jf>BH(^@406apE<?-qQGaha;uG<#RHm$0f
zn~Z$Cz7{^ID0ZsJ|7JcWKCtznpM6jdVR$d|jkX=#J&S`kmY#7L_0*ZQG}$*#vTous
z$M$oBr=P6rRDUtCtDnxTZyMjZeIxwUAk|z6x%f3u>3z&f4G6QjYTZa#@ko8Zx!`Vc
zUyIr!s~a~zFtJZSN6e|?K7u!dWk!HC7fn`!6=8#9c7t0V+FMBf@zf=~d8SZv-jVzE
z8|$B!T)$rCj(TS@G!I7GY(!L1^T+{YH4hG!yTc=~jA;4tgN14h=1t7E0b?HAj_-!a
z>qX67an0SmH8FaRa#)t5zGD+~K*Dv47<%2ipn;T$xp$-`KTm-frPNBqyj0`RLnh#U
z0Fk55p=cb|k~KSUQI-`L^8(HTJB1`P?;tXk*C2v-sa1~bnU<h5W5oP%kQ!6>&3oNA
z%Oou}brQ^Ci4(_txHhue0$f`rV5(NLBIzJaLAil=yMW`nf^q#)j~5b%4b6amO_qc|
zv{}>)J;OvYL^)y(;S^Z=QAu9OCQH`86!*H}3a2rX?N|^JzWqzYvrsV91U^gQ4dteN
z`#r>yKx&QD&Ig6MVc?UWg-TPOQzs?@UzCNTM)M=`<KTZ?Y2K>3-V_7eq8M9vU=;r~
zQjc+*7}8WtG947-&Hz*pfkPhvL_H=B4kxDudVWkG7^*^}U*PqJjAc8aMn-T=OC^1Q
zJ&rpC)S<#a8X$xU`WDFbjmEoZaECu+xx+ZzLqc9~9kayPJq4!)&acesi#9aQ(iD5K
zi0g~+C?J1$YZuNw^6DUWKLk#V;Q)21MU`4W)vj|hYB{-D=Z%6uj+9GomhSEvqG!|0
zp~<XELe%sW+~K(5Ox5cjx%H**ZpcJzyaJJNAw-Z4RFMMqSP6M*`UD)gLSV~5Y>9v%
zkbh+5h{MoB?@@zCpqWZyjH62Yj3ih<fDF_)q%1JjRs$1@1?(?b&LOSLdFxONaKzq1
zC!8wb9E6Cj4NJNfB3NHfSM&A{J2uH(UR|OjvI%C8b%uTf;Vl7TGj3ut>}0;{MVc58
z&?CMorFR&ATO!Q1)WqVWiRIgr>RHElM7Y0UukDD~($dA;^JADcbsz7>9n!$F(=$jX
z)1pyq=e5AUvi|NkMjTsWI=f+i$w*X7XDr&tKVs^W_N&#lDO6by#GtBMgG%cV(CzRd
zCnGAO`w|D*p0Pbe<y@vJmwoGySH>R+OSPY1vp;)?`~=Louk#hz)m6~A3U;RVV>(P1
z61+v1dFehl&+t-!!`tWtHanc$%->kL*2>7G>g=a7IG=<^V<86^i9hhD59raweHrOj
zO0={?*KVAFQLbvhx}wGg<AM!QNG|J;-j42et=d@2c+97}E4#kw5XCKA42z%He9Px6
z!frX=NNdo_;-{`0md1(a)#9jT$wp<Vm;U+al52R4f%nr^I2h-H)MpQXt}JA^XxIVv
zdy=}FquqPHaz0)e2_Y3;1s)-3!S4$!x?BKcgF?#uaJ7wxpX(#^P+C|L7p*3SwXmYF
z>Tll~D=V>|K9xt1>$iGJN~z(2?o%KVn1pVpWGN<ME+9NS`XieexwpH>nE)T!W_t!r
z1U>5uLPRSqUE64{C15AsG$Dpe1G`q7t4iJQ&$W!9`W-cYP){mLor=nxH2M*XP1qt#
z>)~wx;^I5H2gbW+2FI}-FlPdD28kZ92AzP^J9H3%G5`}9A%Mya+yQrq07qyU&IFdy
z;G;~S&;=CZgwZdo#T#mrC_!mdyDc2xu|11dxo127P6CX|ACyH%Xugw#_IVdQQS}1B
zFh#&h2V5_k9enw{b%;k|!q`4OnuIlA$pj1J1T~EGUU=#;@|BT)mcrDP<$vB>d^?#?
z)inAqTvGJE@Q=KVyL8Sm%wLE)Vr!r$Q{?@WB=KP-&-1WjnBo{uhJUTOecggl9pnm-
zEBkOUbx$_~N$?~Yq}pT`5FqqQVL%5ggIsCc-!^vaH+B@BO-h8F3mu;S@R26RRhpy&
z8%`9D+Brq)C(6~-Rx2L3Xqc7PRhc?hO+0!&v9{ZRkBL;@M29S~4B}(HhnCZxC%EWT
z{oeR#Q$5mrKM!5Rjfk|LeJa@UyKfml+bOfp9f3v`qR~0kF^r{vNQwu9Ns{0)bZLC#
zF)RouY^rX<z@s$z;9=paG%{%US<n)+TZ^|YKJqb|BkjsfJCXn#D&&chm8%HB;In}P
zoV|EF-uE%%z3;>wCLAnz5wVGj0p<p}!Yci7FjylC0)&~gy`TrWM1ldnHwsZzMR<{V
zfsMoZz2s79JH4XL0J@n~ce}zan^~uUuAH5Yp*V=#A1)i~tEH(_1f2v*-XgfB?Z^|o
z)f=>#ZgJrSX=UkwC8NK9KEaAY5Dt=9Q1Ir}!}YO^gst3>lCP-DuV?!&Ci0xW66Aj!
zW4GSIZp^5#rhh|C<GE5$M^5KmS#uAn{mfeayj_C<`oy<80|<Bi({i7G4<64|4z_gt
zm-FdE(l}F547auaU|C}eLFDoimhz>2+oT^?gX>|;p&hWn)fh6?U^RS~+5K%Rpw-4>
zndbt_ih~vDIFfm(Dc=vyah$L0;2PZ}>BB4oIsQ*@39OZbRt@|(c$ij_k(Y!LY$M$L
zMQHRr|L7;NzRFvZMT*^r#$|r?O(Uw|dqyb>(98%a_G^;N*Cn~GlTd-Ikn2er>A!e^
zgy&1HGwis_8#G{6MSrP1^Ib;F?~)LWE-!Px#*6<ZerO~myRPiZH)i;H2etS7%sYQ;
zr(pfL=A(tT4Z(_I6z3idD<dm8Xs*4`K)LzjU5ky0qFwv94M8fi7gI(%E}pk%Pqwrb
zbs&q_c*lT>ox?Y|5~T&N9^oYPicl5$B*ABHLF-G~j8D;xk_T(13%$Iyh?D;L-3qjZ
z*`d2rkDl*)30=K^6U=iThuh2&eT;H_jZ%X?X?j<R69qyFKi6$Yn0=eIKAi@NVV&w4
zZz#^^Y`uP7wJ~=-@3(%rV8{B(#}OBIzBIwCX>ZGl_7BF-A8q;oTcKogPi!j>#g2<U
zrKa~&O;gvg`xv{Atq2<z=_YqZC#y#%g~lX>QYDj7Cx`J-lDhqzr*z~3W`RMrOE<Y^
z70E9+j0<)7bRPSEczpih{TCtsEiX38r4LdaI`o7$OTi!RV=`;Glg?`J-MG$fTuam9
ztRPya$?#s3*1ZJl;HZH68Cs7Uo@*Ez1!#8j>kJw>c52`6)ON&s2LE-q*R86ljrJxv
z!(uG<YG1W|SZ%+}ib=fY&yQjjLG~y44VZWm$d6%<b*%X*vwFOCBBY*>H-LD&#ZXE6
zupTc(e#&MbW0=G(Nd&fbqtGF{<6Yj%i0y-aGE8lwRwu?TOoMGr3-|p?i<Zr_&g0%5
zls|hPaPvD#^pCFdle!z_UW6XjGsq^oOyb>B;hd*c8BagFOZlzeUz~hX0aT>+53yaG
z{;^zfU?3|dx(wZ?L4>EWGBYr3B9?cU7T4By{w;3-ZL!qCgr(JMrKA5ri)^%7ku))M
zxYX#pImIm;uGU3HX{s!FKRbeZ54}ieRSpibjv}JA5rirNggckfv$%b!c7nud(eA_^
z@WJGT_Zsh_9f)L?bUTgT(569t--AE(+8bseOmSqvebVY2MMzh#ZXm9aUCoW)Cgpr#
zLD~_4Hx?XhlRtP~`C_<Ff*@zya3nl~M#uNB*pE2b`?vEErHLdlMt2lBnxQ?f$x^S6
z23#GAZ#~TH3|k8CDv~qhk_|kw01Ezmv?#$s=+T3PUljO7w5RYQ&UAF?!(vx5H+H%J
zGF@<KRS;n1s2GCicFeMJyk6Qlkw;}8An<TkfAynXcl7=7X#b<=XMdT}!yoLee#&o%
zD;pfT^TX`*KeLw|W_C+vj{D9!KQ!I;-7WWZDa}*|nOE<vKaO8_KGHE(tiP63_prRa
zQ12E`jByv=8?~+4;5QC8G;GxIKT)rmtmVJF3q{wwyhC(&OHhly*Ge+)uwLf!53ELX
zP=kg?tXM(=p?RU#kr>bLNC=n)&a0)75vZo|iewp5g2(8$O5RCmr>HJqf=?oW0)7fq
zyJQUSm;8W#APBd`xr2+tBNtDuhp?Y0fO1RGGddxek@p}IpAy-U{bFY+-_Dze{Swnz
zMu!)@&q0Gh#xp~~vD-!~i1BOCm+(j{qUwH_R0pgA4M4_7x(oetz?ty!s|6`QG9Fpt
z@?EM2x|b?)!>YJAF&+QeJzxDF_`#vwu-6>H@*Cx_A($p13Q==Hx)w%XhlM-+GIIJQ
z>15IlGa>*kNx;7qY2R)A?uHeh(=la7CTvB?#99y*mrVce8n16?_9K*Z&ch6Sn({<%
z=I02ZkzEo=JXjN_?>CoA>yn)Lg{b|v^vE+sBBrv@lfn|S9|Wf>Mdyo{;HpRqaxV)q
zaA68V)OC4i7(-OQwb+Bk$G`oo$`e%^l3$F^dsJf%up5t3C#?JPo{1~E3ab&3Ls~?m
z%x^|%QYI-kbJOKhIDLe~3U3J&%ZTSo^_Pmz)>D|)wD}~K+E&#+`26i|WSq{|-{+=>
zJ`H&8nSQ>7;llB$lJ8x$KNi064mKM8Mm_4X7#!MedFHm{5wvAz@;f*t1qe;<_E|N)
zo0-T`sFt>|NqRZ*`-P#I4TsRbzax8_X)mN*>_7H#^y^$V)Xt?0TVmPQvy-B}NAJU;
z?mS3V8iy}A4lErx8&q0Tz6?L@)Y&6{wntujS_mgQBwu`Vep?+WKt8+zDy7GCAs1TX
zpHJ}Cd=qRM6>4x}v1}}Ksc~h_l6y1A9$s>+e(ghhQyRL}>=!G~Z|Ow$cYmI|lfj9-
zBTu`T=-Ygzo}TtBJ}oHk^Gg2bYaKB0C`5yeOLvtI&jfkFOyOvd<z_9<0hm}LaKHoZ
z3@};!CU!8DXxNIIVbRDSfM1d+vPChI5aCS*pzDg$kE{~#NrMdPAg>q1*h`<!w@CNf
zYvnPSfd!igQ?A$x*nM5sa}fq;&+~o3ZIbCF*Tr)}Vf%_H;FXr(G0Y1b;;bZLkc9Dx
zhEI+iEQ}rSVrXR_5)Ej6;Q>z)An!2*JBR`euaoqwAHks)SfCB-3mRu86uKykOzWPH
zwhTu+9iuLgWa;v;13Q*FEmE8)l?_$EFA$P|LdF;lnITtW0^9I}=Tkk@U(^&v+Gv4o
z$iolwNkYNPti(knWH+!NA&V?#2SLMIcthvb0rUz`C)wg&^a{4dM=%gJhV@dM9R~wN
z*<#zPawxgsfitqQ(O?h~(CPqL>c4c<&+ZLqxbHUs@D&-wcSl@hu{20T=$bosf~o^p
zw}7Ki_gA6uFQ8eDc3dq%6M8#b@TYWy0}Eibq+tLGVN3-cW~bvMD?%mvfo+qV(Dpa1
zkEkd#0MQv(Qeh<t&u0e4I{;hiPxh~Ha&oUU6F5NmvU8KDOHzdn_dr*3C>;u~wTDTu
zx!^Gxf`fhSQfwJ6N;>W8uUwT3#K6{60Pf4pFOuT$1R~hfHyWNvdvX9EchSw-Ew>wI
zXhnI?l9Jo7{XM@bv_oezLh=`57+P|jGVT?qB7_74cstjUq2aIjz5+z9C^y_xO;r(`
z6XT_cl;`cvE}^H)bv$g)Ch@20I#F+rj3O2T-9UY@Gz1+WJJk#J=(^iJ5s8!Grt*bT
z@x#KELww`~JpD>Q>VgO-;L6m};(1f)kO<F6a!TPSz`nq&=h^5YJGsPC%*%Q2nt%({
zz&@E2W%LuDzwDXWsvJHxq1KiruS-kLs^XsEiUxe532N_esqNqINMB3a##sxZ)npK3
z?h!;yV*VK?Vt{M%`slIIt5>*3@yD=(3A4WYv>qB$sCM}Qr!cLjZ^g__Z92@Aa`S^t
z*V---!87#5XiPw&H>?D8xcPZGzQgIWjDH~1@b*!^)BWz1;i&t{2LM*gZ;HQq&I{L`
z<^n3xt77N0ew<Dob+i)=&Lj`jV{VL(g+RL}$vb{26_Dad35wi{Iq*ZnYzFsil^+vm
ztEXgL5*&jopjoP9UMt=DOZI`%uk6({e!C-d3wAjH{?CtdHcnJp{I0^9GyL)t1Ft+c
zB6g3h&C{xfM?B)<#ZFHR{9eA59(euU*Y@}C-BhN!gR!(|hHlvVyT?7`pUA&3-OlXU
z5=si6JnF-RF9M^HdvId{Nnc0rJTs0gMX8<tv#R{06DRmC{pZiQva%j&X~T~WBCh<M
zta*6_{{tDa6p`6z)pJ#{LkUxS*Ve5P=>`xeGo0>T2cR9<>M7g0VpMSsB&l@K1X3pO
z7J3mM#=Quk5eh{z!99EHWna5=pln8eV|cmfE?(b@q!8b5IE$dCX#+^ZG*rg98XT1Y
z$q%f7)^&n!N%c}eQ(*dKKzaZRKrP9b8rhiQ+M6-OYD=oZoZ1^?Nfc#a?Hv0sn?thK
zl)3_*yqzEpa@pIeJfcGxQ_M!|`QrUoz(WVf)d8hNtig@|uja|-=ApiBpV4b=&1YAm
z`~3it_2QD6?bSFr-Iw-N>Qir2^+(mbX?TV|{UisIXbhc493`ebl18N){7Dni*c<+$
zJMyL4xrVxYis#9VyEFn_1+2@6n=2*W3@$#&EC)c_0UvdSU1GgiVzXT)><TvXDPj>3
zqD&Gj?<zW1EiskKe4hwB1#1RL@fu6O1PZ{5t^-YTG2}n^YSdOWJjR}iXM>U@#dI=$
z=w%NXzJnmupxwIu>+bx(dqN*pB$drv_~xJTpD52{V6me8oW)$HN`~3yxp2!*(=(1N
zfXSC`d{=XhNkK6#JQK#uKKY)HPDpK?G&?a4=o#Ql)h7b5bIV%U_qqK?bZH}Du9X7%
zA2T-J)1F!k0#V*sx#asV2`!D*X6)WmQ=@6bJ7%0=xu<$J5ms-|n`aLTcgjEft1b;_
zjRdlOXXJob`k!9|(DC-KrdLmQOctsQ(J-KP3iHs14%$tIgaf@NsIHE+yn-^)cZe#U
z;Is2>_G1|A`BSBqZ&!=+|4vW+(CvR!xn{$jqMDko7Ki_YS!Xe#@SeN<Fmv-(lm#Ie
zy?;3uvFEqW4MWZx!ah5rCo>{@NzRs<2Y466Y0>raXUCoG=7(4IL&rh4XD-RZm$6&_
zMoPqkZ~i{sH=W2UQ9!-hKD&A}gI%d4N=+X$JC@*=Ds$h-iJP^~-zQjEZ;6QYNXRj@
zjwcX7Lg*&@oS^EPJ05q}a}Ht^*S6qephQw%c%!fbkETF_swAO+hiqTt_K_0FEA5DV
zQt3@#Z?}+Rzw3AOU{|#MHsYo3m@I(KVhP+HW<ODP7>Mvyz=zv0V!6EnJ}CG;Q1A{c
z>;5fgJ1}R*Q82PiPlM#kkzZA>yc#<wI}4O;4YHXA%_)S<HirQ-<j0Xec>n`R7g#;^
z`x!7nqQ+XUQ=sRTSUy#2?f)jA8#P-o_~phB`a|v6r?fFSYmrfu4VY*|r0>JFen%bC
zgML~QrGAuN(dNNqgYM$G{G6UG#C<}`{n_8B9d3*DyYj8Oe!!BnCm<et>(B9T*A14C
zXGo*lH>XL@pEex+`g!jN*2S3@`!ZN|{%Vae)}HO`u(R(py%$k+kJzAc`D=PGzWf$S
z)G$y^?%?+$Vkz$&;<yn#`s={XWks>l_xX=v2W~r$s+I+d*QEt#FHL^rq>Tksu8sJa
zwocj}>Q*0p!hDyDw4P^w5(L3_y_g87pWEw%#(rsS+_+qLhj`@_yy=UC9~McB#LeZg
zf02>(^sR9zZ@%(=^6N#=kkMl=zx(&f`97)ewkpVcRFZ0tmTHogD&v!?krvA5yIqEq
zl2rU7AvPwW(k(W&AT>L|J=n`VJ0YboDyA|nqB5u`J}x3Kd24n=W^#bLdq8To_qIa2
z^6goaqKc@5RH39$ouE)1Qbk%q!H8ig>)JLy<w+mxSd{McWAyQJUCQ0TxBmv>5kfj#
zA_i<CI_zS)to<=ugH+eGX}9%oyYc&6afdnDG#NVlOz@<#-=UL34>Lj&8%%OrtP?}8
z05mxBo-&Ky%ZRkrj+GV+=(VbUsDUD~GwfLSx4L4$oO*S@sLzJqEDV)L5|-GHP~&TJ
z&xBvA0r#`k8ucPVK?I0b&TfmMtLpJnCv{hUk}B5=e@Ei)3Y}p&a4@F?s~;KC=$2O3
z!rB*wUjhrico)8ZUHIO)@UFs7W4WKkBWKv}Upo}sp8NWm-}TqqrzgS}S(aDW7Pr<{
zzMnyQsU?Y>{bS&Dd&w)9VF7xSXI-tBpM<Ci1?ZufhpkY6Fgze{9IUMCs7i~zqr_et
zRjP{w>dP}44~5bD-u096L|Ca6hfnqr{SfTP<o_fg#Vx_KTY^{RUelP0++SH&3Pju!
z=08N4E3(5sH07+p8u@rNTVj_4H~eguQIW^=0<mZ-{LB1DZvOu}9%v0zzybFyh`9J(
z7;fgu?*iMl;#*Rk)LC2YG_OREJ4Pv;@Y#@i=Qo-4<b1mvnUO!x<`P3J)<?rKW(W@m
zYWq_ix<Guc?dk@eE)UvtacA_mNr$;%gpD%W>j#Q|RYhWtVM|%dHOI+IPYlDWRhYci
zGNV%Kmj)se2TJY_$V#Q>ESt9^nUVea!&@JP?wc7FnjMyy7Z;uq7Ml~5umqaFi~-N!
zVZ@hT{y@H<2zBHAEs+ADTb~tpKT0cubc^{YF<VltZ<a<mdoCcbBiPG(8yzSM1y&&X
z2Sn03X!gmzcT!%Fu^hqfy@s3I2m%tAG~NC;G@|J39v+fW?1#1BJ4SO8VN|z-q7?Gq
zQy~$IxUeO1R_6i%ZKU{SUe`K=4B8J->^eM&{7x77JzSMl%@1rr&JZa*x#dkzvx9U*
zLr>WMpvvYmzUBU;A4eHgVzvP-69D}u2iYH#<GeY;$<pqQE;>a5(eoevT2F)JnNj(`
zUEK&oS#51IB6Y-lNr9}t>WQbB41m0d4vQ6f{Rr({z%0WG|8LM%`#g*%SaKPsF?##v
zE@+=D5hmd5D6qa%;!I!SoLEwFAB^g@%HX%i1nOE$t#@d!)WwnX0|+YR9Nj=0Vf@@j
zGUeh9J6gvEd`GpIaQ-a;!0*G*`Jc+?%}CS63Lz%sNZ-&QC)ViWyV!SudejABk;y8-
zhk)X#nv#!hA4t-G>LIHp(idDqNHAqhQx$iR{~9J#JsKY@JgscuE(g5My!ute1hqQj
z%x@NHQr6iDiFxwb*JjeWyrgayi>c%bO*g7^>alO%XInI0ew?@WP|T}luuf*EM)qE#
zykS2=pYKme#7Wv?aTa%F&MdN7#h<9~*!P-4k8X&rmD&jXun`%-IQI>0<DUt}RY=S{
z`#Apu$SoQ)*D(vCC!hYac(QHfwrQ7gGH7<HpW+8&vj01@^S6KNY2UWk5Np3KXT07!
zO5hvz_5S^gp<6oq!(Cs3xfL0F>uc++(xCO+gIv^F{fjXdodFlizZxU`_VnjA%&*0k
zTSyw&3PjAor1g>)<R{<Mo4FF7HEyb>PnMWan}$8eVto~MH)ga#$8}mz^4V&Z?EVlC
z1sn>bW?QIx;P9KfZi~Tw^G{vTCz!^K94*7Iv3V~t$6x0B@y?=e9(pq?7;KSr3HeXf
zle@Es2>g7fRq^41Eo*QAIjMTP<_u9)F@(Z~)Dz?h0t7!=0=K6*e+XjHc~IQS&2V@b
z0w#;TsWv3b0Oco=AnF)2hA6h8a4zCMR*I=YFZ<nJb=}A1d&kwe8>!Lt29+HV1x~07
z(Qt?nv4-FI1DOj~ikv(V*$Zo%Mx9kgxiZEeJp(d_lKRr0U@REVRRJtCpbJ)ipe7pg
zjVTPSPJJ6J^q(t}=eOQNAjy_MxF(3Y%|61$?fh;iW%SxMQedsa7+Mi##1GVp+qja0
z_hDto@pDKMK*`ZyRPng8Bg$-{a3f=&EHOkwKIsc9-5iL98%}2nf~o^vsYS#pIQ01h
z@Ou>^|5}~vKMGVVp;mX8DP$c3b<jsq7(4-litGr-o;wZ?dLwz^#)6?n(RV9H3(Z0b
zeglk!D~Y<Puo~2#<<19zoR|(ZXrwBmEBl7VE1;OvDI-Fy*AY(cn9`*IQcJ!YjdW!J
zvxNgjVSu!`3+!>wFid%ZLxrPQX_eo((kfGNPl`iJ=t8q%)U=%PBNnA7m$yQqR2hNx
zSErjV@G`7W()WNVL`{#I@iv&6+m#o5i=|74Y#X>=ChJxtpT4@m{pVe2#W`Q-jS8vK
zc6EybL#uXIn%v2h8#k9IM-FR1okk}4BP=8VqowrGn~_{LI!4`=fM!Wb#|?J~=i}*M
zlP$dqf<m|*R@~_GsJ(%VrmG62EgYl*hvHy2&Oy7qSU5BqVF3b+DXQ$QZy&?nP4lR%
z^4*C7gPdKWOs~kwkttBH2qNW*Y&QK4xt=FNcp+v5-lYFMVu#<z0-20(k$*_(>1KBh
zrKnFS(I!v%>^2h?C<)HasQ8P(4RQK>uIn$lI3|$B*K+s|o<UQ&#w4zc2xS@OI_HVy
zK_dOZerF|~r&^Z~I;FCwf&dQ9ZB&PXebTP>pX?J)VDXk0D8l>8i8kIs@)PaEz_8m<
zNAh|3XWi&9v{6g*^s_JMv$X?EE?X~`!y}jkHR9X;OmJ^}GYjE>U^v`nG(E&M*W2%B
zFspJ+*7W6in`<fdQd$N4Ixc+rU173Pfh-J9X8#HZV^A&vYEbyQ8x7>_hVE{;LAsBM
zefo20+O+8o#Yduc%lZ*%4~9;ptKYsr49Cyf=An-ruD)4A(60zzP_yWNU6&)@{0^rk
zs{e(eo4(Y&kW{RfQusPPBllbFN<;Y!`{$spWb9!AEbe_o$ba@h1&LBok#GMmgAtJ7
z5mgyQjm^Y}p@9mNc9<OtP^JVJA`yx_JmNMuVCk{3&RYumgT<NdyTHpyyeAzFU;xej
z;;G4r?W#}(da_G|DW2>|-H6z3s+xTlgc%2RgGtR)ffE9fXEPO;Z#;;|q2EDFQbAcU
zj%1wli-@CPyHRCo+jJws;v?71hhV}|3zqT>Vq#2ih$LX7QD;D8{BaGFKzBcgf#xop
z*&7Ixb%fHjss3j*@lTPt{#Mm!q`eP9P9$l;n5mX6Lv)cAc!!8H47D&+Mk>ArDJ2(=
zeAA#xgg<-CMoZNh`XMArTJF6VyrzS$twy`1Hf03@nGw}$wlSAqRUbgKloJsFeoOP;
zGe6T3KRm+-z2{q(cXm$uuX<STzmJ1|C%Lh|ig(j8xgYCJ^F5o6*f`f{-TAtgNza<}
z;`D0XWx?rG-tTRqXx)Q>%*=&sb5|o<aLRwH3;o!W@V=AqsFSlO*(N9lk1SBl+Kzg`
zpRmO8k-)9|lINC(u%e@^oIjVQ10(6ZJ}Z%~|Nc_7m4bzYr9iPXl+DuwJNG0^r~^K%
z#lhqqwUb267yuX9fb@P2n)Fb#*m9@%-0{7<?-xPeH?+Kn14jv?WqrHlr)pz1jyK^^
zkCE`T%qL?NanVnW;MWhH>XX|HPFD>oo14F={Xp}};^hZ=9ND_J(^hK9*ps2hBcHTA
z8gxBAr=b?C2%vOkc_V9ry3ctGJOO4f)+ViIAKIX8?~&L!^{4u?dD$6+b+kPNs3{%A
zEva^Cg~g?)8lB*lNOlkjs?ve6YM_0gNO%-I67Xn_qGCS>-kv^SI>SmWBLt?=8Fz@d
zU;2BymO#ZWdAGzYH1+}DECtXoacQD*%f8V$SeZQY$~WMjITBvV!j*0L2u~)2R>gbz
zA0pBl30`aC3z<)e$J??O*esV|^wQtw61hR`tAk-IBTBE9j`l|K2v_UFdvc!(&Pj1y
z&%r4C*Jf`be(b8A`qXelBRDK1a5DGmc>L&UNGBAbiMC^FB|C6*!`+}j9TA%VEjtL%
zLNj*GgFk1TVXLa071}a1@wll+12>!u5b@IOqY0;%wfLnR@$(tZy2k1L1=qBed5a6H
zpnVaU2nqAGHd9IhHvnQ{77>puGpJa@Nr6w*@fvhzkWU8?HlhFM5Ya=PCaAycB6i@w
z20)6Br(6bZ`Sp*<#h6S`C8r-UZ1^m@+;r+S;l(nj2RPlyp(m{@XpMU);Ys(K)B}kS
zzOrd*myyBz`veRlhyN|0<MFO$`to!9%`AKOKZA$yX0<K>HRk3~euibw?VA=<!-)>2
z?UF#2RXi$xU;gK#KuP_M48u4JN4$pc1;p|sPWK2_Et~dD2j2zBNzFSN51co|cNwir
zNQcob(8vTTj^nPhf5kfuHTGJgbDuUV&iOz8x-$>l0b5)Nu(qLNqO2Urxv$6Ky#9j3
zuWx=OuRRQ3UO}lqX_C7SKVD*g{M)<HtfrEWX5G68uG{F{A}IQ3__6c`+veb%oKE&i
znF+z}^am3|Um)ebPSXW~b2-nwyce5)&R0h&v~50b`#p2w_Iv=V9Jlx4_qQp_LruS-
z>&i0EPkw)sF(RHAbt&>1?8SX*LH#`GcyWoX&p{0N21zem{!}MoW5N)kbl=+K@$<`@
ziZM>l#oo5nO70*0oup3gn$W!TyKMffXl?dxyQEws@^Q~x&y?7gAHJDhsUH%fQzZSp
zweRZID9PN(<uc1<x60-lj-%G6Jbg>+O?mnWcG5uUUC-b@8Kt~?hwC%OLzW=^N9A6c
z-3fE>u-QXHY#GUEN?(5HYFSdlWZjX4j@45)??+yNu8y%y$ea1d&T77XdxmR9sf=Tw
zW;FFREdK|Sg9<n8yWdl!pH=XAF$yDZc2OkX)z~Mj$b-m4kj!<R=H6aZ-#?7q`Ookp
zZ=U$tEX_NT0jksa(o*RGa6IW>9!b05c&>4G`mX=QU4M#I^}7^sXy4s-rALGwS{y9y
zF|Odq9g9yDCqKioG&9LHuZ{TrsD5c?<C>iNEV1ky+u!oW9S6Ic?EBt?cFiQN?t{R&
zsmYqD&u>$oV^g19Q=d6gALZdTKxnpCG@>P_(Gd#L2HOO64Ths*4BkRxDCwxEakM9g
z53j<?v#y;%0%ia+z+hZF7xtXRaQix(7;>hT-g~29rvkm$k2pDzU2HSmYP)wEL@J_<
zY@&kZ)4yW$-3vNxj#Pvb_vVQC@4dG#TCWd0rJv%SX=4w#PS@6V4p|$?e0t~aoaZD9
zpC{@>Ya1=Un0TtfVpG5OOUQmTm`JPCZ~may{$KOH?^$Y-TZs<6sb#0*&ZDy)H3G&B
zW28lgRhqUVs>*$pIkghJF8ceb3xg`}^^ZRZTG>n`0(&Jc=;2kDvbwJAkOf{K-p_S+
znQs3{g;GB~I<C3>KI^(Fjb%rSJND^#t}PQKKF`V={W6Z_aFYeGrbW5{+C{hTMR1aX
zu-l6jjz6pHM#;nS^(dAHD7e#U)g^YY_J7ET@Q!orug)?~$5o-ZGO@6-A>N<Y4ewSX
z;_PJJSbmDN{q&!2)aq1kj^>9FQ*txVWINU4LajT(q&KWn?DBZ*7Sq^n^nsY$ltOH~
zpis6%f0l3`*RbK<u#QLnTP<RO4qk)d0&BXA;OVYfR@Fk;TLY!$T)@Q`MYTg|mJ#{$
z7%{-wfnv4f2@c6ng<?YZU#KC2C3{Dw!A4+<o_2buO-D>I2q+?uKLI^K=yS$r%9r)-
zXM7-A1J1k&s%7U8mv)%+B&b9GgDO-lw0KE=hr>bjdv1P2$o0h`?L{7zf4Wpa2Vgss
z*<w50H5`pumGd9*ev2;|Ufgi?4@ha?f8+x>ZG%gVl+Ue*jIWs)U)5s`#`_WDS7g7=
zJ)6)D0`?ik_(hk8>n>0Gdln|8+b2awS>GWB?|vV}JJ3ILR|9PHFTHM#jS2UUDO?mA
zG^85DrW*XWxB<*aetJ+C$CQF9RzD9bvQ4`sgbrcXEWvkZFt5Ico_wG?E|0-IkEMG0
zmd-tn$*()&#f|V|fu9H1P5Rm8dl|#`a(M}k<aiCKBh;!#>JmPN(`_GUL}z;MvX<oI
zP5BFO*B92|c>ql(@);(<mJIY$5MA|#7oIxO_y7|aGW)c;<>$wyd7idEK+hKYfZq>%
z%<j9+q5hWN(b+u*u~SLo`=Q+h*^~1}eQ#G2(q7%ycuHcbY8vtC2gpY68%Ol)?m<qa
z59hu0$(+90Pkr@@mYc2**4=NMdRHBvx>D}%zGa~0cfWu*x2aXG+648Sf8U;4znJ?|
z;v**JVx{o%U9;@<fIr)pY3>&r!k0H52X#IE7IarR$A9klOIT7x?cbxVv+;=0luzy5
zGJ8!->1F&gxVr-h<k$8)rG75|QX9|$nbU;+IS!S5;V6uOI$z7?nPLEY;I1alf@4D$
z{fBT$I`rX}(1m9fiwc4-*hYQ-{qo)Z?fds9`Mkq|P{R&je>{9P?JvuzG;=T4mSv$T
z>p9H0(0)_8Z0BahhQh}^m8w0d$BQyfi^?vG%GG=IWgGRyJIy>twoGU0hg}K_&%^c_
zg>VZDA!z6%Gw|UK5eX(D72*+L%hY@<_f?`KwlzW}5`o#R-$exOvkLJ$ZxAn!)m=w{
zL#gW9vt$7<KgMVu2FubX&HEAm7a@;VMdaOr&GzSYz`{K_!a3-^5)#@TAC3HDbCkTm
zYES|vw^0K2nPZ=jTFp)NU*aci+LwqFg4#DIuyYOuEXzQUXa@llUJ6B#9Og6l;z-UM
zZRHZ2X-(tBr@4$F7$2#$h+ua|v2X=UzKKJ|8fYONcz5<CFVIES(1+@G<1&{oRq4SE
zs`@w}^~{M;6F~}Mkc*^Z;kp3bcLC`7q*r8LFdLGFyswlYd}X2eVD%}WRS~PQjCk#9
z6QB*e`ag|(G9PVJV%wV;c^|H{VV0U7>Y&RF9JHTdHJ1@aYMV7nQ*yY!JN_>d6jZMB
zV{6Evn5Fs-Qnm*6&d<8NpLJ&_)OV0gn$XX5p%HKevo+R_NKrSIJCyp}NB~MgnV=YO
zsOEcW5cXmF9hx#g<Wpk|cYDVykV>fzRN;WuAM&}g{SpU;1jxj~-8sP)&`$0QV_*>D
zzEv-e4o|~dwGfSj#bTOiI(j@<TAd`^s2-l80f+8OZ~fPjT82dC8j^&Eh(nz@A`h=o
z+%sgAcX#Ay;EtqIh@?}pFs3VrFOq5qH#3CZQ|Z7`L9;^(y5!dO4bDI&zj0uJcJ3EI
zO=~`<x-|p{WNxtr&P%BfGeYk4p>z)_LJSXMLx{2P&M+mh@dAI{DCST=k>%6?5IA6$
z3MzWbb8-fGipe*34|8c3+$S@JXet^V=Gz>w5<_I@J{r(5q7r1iTXJcwpuU6cvx&2+
z2D+YSnAwQT^p4?S;QG&;w{uB^X*m34{xd%$;;ou@o2U8>!n8!)Gd|zOafs~n#gP%`
z2BObL3VRa8>_E5uv*^`P>f#o6aV6);`_UN@L|)L)tju3B@9MN%?NGl}k3)Hpv)B1u
zOZnHzw?rPDE_oVKiQrmr#h#~RS7H6%q+b$7Ct~9@+a7!9p%<9`9YKuqUg7@H4JlJz
za*4Z)n8-ge?BNaG%I9P!UW#?J&53m1dVJEF<w^TbwDZuF>q>FD6c6~P^J7L?1JoqA
zaErQ!`P19yd+UhJJr!Z7vlU#(!U5I2*mxcFplO7IsiFtJ&UJLZE6AfvqmJz5u5h0E
zv4;L}k+E-1fbu($%NEwPjavlU#jSntg;GJm=TTK_fC!e2KS8<vkE8RBr~3QjxN*7H
zyqC<3dr|n>6e;6cA*m=UBYRgiWnI_aBSK_mrp)ZU3n7U_S=oEU#dYuR_&px|(I4q?
z?{z<)&pGG)dOe>Zn9-Li=DFve6i0CE0m6&L@>@fEc++Ytwdj_D?e$lCb?d!t%a1P2
zA^D%oJPzC#8}1)5Ki&VqVczDx7?bAW?|-l^m*&%nmalK~wG7-I$Kl+G9iDzG4tzuH
zB^!Ez8H0lxcVjjNqSv)za>4RGBp+2QFV`w7dh>=NFlNZ}7%^?_u&yut7e3D_aYD9B
z&SA77rg9Jh*KPy!F=6MPi%DPx@(6TM=t?gCWB~^e78j`LBQ$5Pc#=sqpTsEI;z!7T
zv7aOW3`P_ZS4w4Cx`1>gglQ4UNun0%`}#TK;%~BZc}N;?1(Fgv$7ZSVA^N%ho)9fK
zw040yr0y-oLfyj1<P`&3DmeBX*uD~i<osamSQ4y622O1RzA(|MODFn5e{CrlqsI5h
zXI@2#ItEtO#P=rhL*+8ryl6V}BH2vRJ@ObiGL1}3I^cUpb$g*oJyXUZ!4}rc_SVcU
z&RGr-IG!J06n{_gT*^egoli;jpV=Vm7H_cywscn|FC!f@8`n#qn|}b`vfx=jS#n9>
zK{}#GlTGDTBBwN@IKMzWp|DrmrsuwG@5tXP!%J7inUp|*<NfC+pegZXzkcbq{d=w9
zA1PZCAcB1O@ZF~SBMLzP0o3oE79v;{UI%vFTU=P4uh{?CGDq<`^piFpQVX#DMq=7e
zM1uP5r8JgQ#k7_0r4Qdr$Ho*;SW(^L?YNs_Up`nZV}n9EL}E$?<jl?eOCP(JQa$u$
ze?;9lrsrMTxak}7*DjOkJ<fbH@x1We!d0;?X7SoDPn@ngCbiBy#5#TqI{0Aj_z`F!
z7izsvHn^g1+!CJMd{2f4L;?hwRwnTJ&%-^$@;e@*2<OTZ(m^C;=j}utA_>GQ5*IPQ
zJi<;K^>zNh4BVf%UZairiz!%r09;`48X*rVgnDjGp+?N2c#6fnbX-kanr{~7J2vRw
z{unoFp3~4S`4VGIU3~xPz1i7}MvT*uB4cFO?0s=XP{Lsg#4f=(h$MJd+l}^$=ho$0
zcyf2I6_-hG0ySZtQYYeCy8>pp^PqTYQ=a6+)#L1V<^FkKz+H0mj9jzp&f!dJ)|B7$
zwc~nHvmpQUrg}*?pMcFY{SN^RHP>JGxy=cDCL4ghYC|sjVMy>2lc3$zJXP)jwx$`+
z+ogXTou~~KFMiF51#cfBeR;H4_uumyspyv9VgY4^_^(CPlN?%4%7lFji{_Tzx1=#Q
zVv<(yg}fYKk6JDAnMO)5n1n2eyzz08$2;D$TUq|3SK&%r2(-i!d}UtVx4|gsr7k@I
zEEW@2HVtfYlI^lm3l?`{@>5<17xd1AHhySWi(RcsiR{EBX0PTR0hBHxhcZdvB2uh_
zYy2FLHPxV}!T_EG0DFyKtzSn?t}9KhqtY@^hF1{0^+l*-mL!el&o$S6HfM?kvxV|T
zmUJYg=SuFvsXDKX5))Y(GnkuS=Xlo1ZUtXCh!#0kx9yDSLAQM44JiJ&a6UYc@C`j4
zAUV3rJQp!vR1v|^&i)+lU9i@iRJ7Bdf#Gy%y*71ppm+BB&9L9K-^cd8xd-$0Qv~Qi
z$Q9LgP}9xfYLNSWeBimWRhpes)P%{{ZdCYv_T6(Q;d?7u`=9@fZ}-l-eJ&}0zyHo=
z$J+)%O2~sE&@#(}rklj$k74c4hKW^*$7chF6)~55R@8U2>4>t5V8=Y`(@nzD<U;4=
zFZJ_i-eM5iExMzsZmh`m?8KtwUr1CP$RwjPws8(c2aAp62`kO$CjeDjMO-ZGOh^ky
z8(%(geYtsFxaY$v@W(j)#k1%5rL}LFiy?*)z9YxpZ=GC>pO<8mzoJcB@nN<5w9GGU
z(=%Rld!is*zc_rNAk4r%bnv^%;HzGWJ?t98lRe%vLG+n~c&3F<8R9{vg!q}xD~kty
zNzG=tWpO{d6=x=|%6z^iEhUJS%x4=wT4<~Lnm*Rjb5k+Wed=ndXJJ`@x#MZ^@~MtA
zt>SRhmhc_+*S14?D_`|jz8WlR4_>oG^f@SRx*FhgqS;Q7eT-xRuX4#$<kPsD(z&W$
zv9{_$uEMG0UKLy$OQ`{0xsJCVgZ}-!_OOA`6B7GHiNa0&mFxWsPws&WbAptZkd%0m
zX$twTFD)V?O%LCAwBACVfk5nwLRI>Ym&eiaa6%r(d3Ue(A-wqV-3CHL)WFQ%I({#s
zE9%!mR8w`->3$UDl$vU<+B>WKD);;<-~3X${8I0hD(??@saqJGfAIgn86^QE7a$fy
zRm2)**W2TttG9PGInm--V*+N5#w&#Y?jN3&c<jySkAFCn64Dpv4dutQMlL~Da>u~(
zKiFH@m4M|;wxy5UX&zRf$X=nhZ?;b7+y4pq{D>0znyV<daj|ZIyx+5Vjv+0f{v@|5
zkCbC`Q%3GU{K><WlD&i{aldJZhqt+hn{Dp@EJoYl86>Z1=@}edqap$roCwS3#F+Cl
zq^5YNacg&*99{Y&nbo2NQj<~}a_?E9fu%jHc|-MNBbQK?=YI@8=emi%5gGXUOd;6N
zuj8)5rZ1lR$2s|WQb^5;8S1R!dfoLOm;_H%AIC&qPI?mVrQG&qzR?<;sU@N<v2uiz
z@96DR1m~x&WDg?biv^xM1~~_XCGg!6r~UPVuEhfJ;){~!7Zk2K@U!iC<z3(TG*3P;
zYQA9_zF}%U67*9VzIxAhGXLJm#H&@HnOnWD`}SV3>y`5E6$|VYb^Ln6i|>jD4PMoW
zXAf?>qBRhONn{|R6t2DoISL7v%Xn4pJ^152{l`^H>_P;dU*d{0!cyt~;C~F}keoAL
zpZ<=-xLzy5VTCakr^s|_SULu~DDjgJ0hUOY16{*zvf40FNW%3L1=DO4DXifn0;oV)
zC#wp^hR?2%izO&d2Z~Ve1pfy&Dkiy%J=B!A%SU4j1$c=pr%qhNyQ2FDE1m{%t_Bq*
zh_@D)8)j1js@g8}rFwGmIJzNYDkxZoDi=n}qRhDp9y1N;8LFl{{B}>T?}j*?0C<&z
z8+Z;1Ey0KT<K>VF_nT1;#1MB}SXJo_8FV^NV6LP(#k|YYBG7p|>f-%*s0NckTWqQR
zrBYYyF`DW#R^429hN`2Ik%_94x#KM(al-rc8@&_Tn|<g5!-s@9(j_=E@6LclPKHGL
z>F1!L)!bAzT|ZM-0I~@^zN$f6phj2N7hBYS&*rN33h)j$3VM8$^?MhJgWl=9|MHuo
z;}`bFYg5tH9*A2oRh~wY(iGEBy*rvTpdLKt{7>pB*5QK%Rp^2p2O@G{Wm?#BsnOu%
zUuv}T*J|OfuFGVn5jFp=%1PhO)IV|Fe|yz&!u0Vk8_O}x=cX7tJwqoW=X^FH)a86j
zOt8=GT$48mkE$X9@?!3_CF^H*e=(ICB!iam3UEYawsuVyignaTkGBgL%cn3&zF`1u
z7~$SEj-|%p^aFma5s*>JasHq<Yl>+rJb8Lo7#uPORsj(H`YB7<nZ59tfX%sTVQXuc
z0@q80+M6M^Z>-;}eXsiOp!16}X;fKumGH3cU77h90Tq^eJu&@icUO_Y26Sp1r}?60
zd;jIJ4X@6Ee40{Z$30~dCgl(N=cy-(H2yn}+a^;wJXGc+#XONeyvRo+3U;JOzIkj<
zdaVDjMnQ}sx${&jM)S;9Wl^4&t^S5gH(>h<uq&VPCO_mIzs(y7#_r@}XRF(0qqB(_
z<;12@jA{n}gOe;E$)YeY6=JUNtqKjG#lVqOLmBO^Ahao{DPeA4Si*hZgM>)(6>fS0
zF17I@&9~q62cXnE;I4D(t$DY*^KRV`RtYA=NxzQ437nI&-&fYqD-ngO&_|fIkK|mt
zbr5VObl$BD38rnAy+@Gyb_jpZ5?sD>6+uQv3_@6$y=f(2g<yRuuHPjm^72C|KZV$_
z;d8Y>tZVc?HVK%jG>X?15iVs!n#XVmCtN@9$7I}WLj#Q)3#{p|&<iBCIv8P)8x+>G
zRG}+^9LA75ex&Pl$~<~cNcb4qp%VHvMpgcS4x$JBqD23KzIdaKj4T>u`kJ5|QK!_f
zeHD>)YZw7=s2Eqrm7Dc$^K$hn2o>2XRY^ADXu&)(5;UNK=BFo}`^vdxA^9+qAE;0z
zGE0-MfM=ruGf`Jw{rOqahBrLER=b~?_bMqFps9AC1^X>sAu4BTNix$EdCzon?+I9y
z#CJ<TiC{TBB=t#R4FoIyPbn3Pv?1dOQqrLS16399rd<&LSc(cA?NX~Dg<)A1sPqsJ
zl_0>eaT7U=vgR@FSIL$w3Pl)e+#U*|En*0c@3Uw^eahaSu!2GU3zqOCh2`1KeXyN_
ze3Nk<m+>6WlLQNTRmo3>PisRb9>6|i&zU$;-Cu=?ydd*v8`VZ#Um;^XA-fiS0Ui+z
z2HY%!BC#PzO;9#|9=XUAnn)D6bO;}Tc{#9A<f)@xgv)1>CRDWFfZQ%YM4sbAz`pv^
zEmy+45}xE74t^E?)q`|U1qSpdeY-=bvAKK_^eOQ7)WO+*2F30ilWj@n-u2?xmF-_n
zSABZM`MA5^CVrqaJ9~)xR?lSa%vCbK+dr-SY2)VFqW3{#w!tK1W;3Yx5jST+g0^=7
z{(zvov?^edq5P7vg?8BlC2##8PQafzkSyW^nyQ4qMj$Oitpx^k<H>I_5qbz3U#3)7
zbVR6{nLgi-ir8uX=@SvY{u(EXvC`<oZ13aHq%#^lZBZG*p-S?79Hhg_);J0u-LGhe
zy-)BLn6>Q>0jclLin!gfe&56k`jyPd3_J*m2vn2rqWhU3eoH{}wqhmH%9VWSnmdxh
zrea)Gv2@&}B|>3tg@^ShPY+!Me=^zi;Qn@-=TfeQ&N<~vr54<&e;$wd4h)_TU`mEG
zN43t5&W@c#B8}oEt(RA}G*bpr&dNS;d~!;N|1;kW#ZOJB+WMlW`K@+U?G)$TQhV?;
zAH|pR`-T+?#2;lh+WnVK9%Q#44TCb9+~lO;$jH~{@$q6uNB3&IVy|C6Hkhn4)VrSY
z+JKcAl-%`LmOKB_00vpNc(wJrM_sCmx0Q7R+w!uxtvCbomXY`@&Rkd*d|__R*#({q
z$`74efA75YC&hs^_2??bqJtbu#~GLlJ}n)X@@_YlK>9Z1KUI`q=-e*g5R&+TsO=s(
z$cCS=t|B?(5-t&gy2WR-@5v8ow~7n}+<&`U^QmA7p0I>e`6$X`IgvUqvx?*`#kf|+
zdwlAYRr;_9!$y*lftFg^1qOMBdI4&Z2tS*H-dEnNx8iW_@1>tu+}vE)+G5lUQcC>U
zqs#}n6P$G~zx7#lh#7S+y!<`{-SF41f#pThYupPhG7!JE%=caRe-u<Ra#J&MHL@Q;
zMEqf3y??IiW2NR|rG|O<S4WHKAAE7GDj5K>Ujv-l^_-k)BN#J6XPG1jG!74q9uk8t
zK8$&-8cu^qjNsTVe3Yz;-xAgn&J^y@5u$@ntkz3xNzb{S1MLa^BJw$c^Ct}?D&i^t
zG}CoxT2QF{ioRk^2ZMNO1O=m(;FU9_1Jln08)qH{HnQ_J&OnqYNOAL*FGP^5CAhn3
z_$9Gk;oq+-j`Ui8(UtnwmhJ1WChzF9jEP|i?-86b7xYb~bbH}0UaBXmTg|d3!E>On
z*Znnzw%%WAW{3e+=x;&Q(;remW`!p1UOkPdbLpFIyM0l9?LljMeWQ-dfnggIX5pk1
zZcyf)U2$PPAH)9b^0-+u=nILLKGyqUsL-!#eoCmim2GPZ$O;l<=H?<E5d)r`Vaj*#
zBmcf%CkC7!qRVp#(;jk|0D3KMZ|=&@F6hvIJ@82cTE3x$9t?p`=4Tjt;Xd{DJJ}g+
z&C*`1w~!87-IudoDmx=B<|w+k15H;$@FZ_`&I8+4nj5!wmYdqLHcowu7HL?}{<kJ@
zdlIfmzmCt|&u&=`B8>-UpQg4<8J+s7?m5@quFzv`F@1B)h>HLVAe+ksp3J$3w<|)`
z6<?~$KTC;szoq#PFljDcI4~HR2Jb^D7Lj6lHaTgw$|v34kAK;@4H#Q8rT~iwjUXmn
zJK^#j`ke&$b~L>c&9O7}QPC0{ko)%Yy87>^lL@<<vxc?bwGDFCNA=L9k-9QGVqSg7
zwfc}_)tGhl7h>)g)7-@6)jwkUt4w}g5igFzPmVNjbn2(7G!QVp%mq_)CsDa=J>~tz
zvBQ|9$A-f0E_%!@MuvDT>!}UVC6{{rmdVE_x)1)@pL^9)a<p9`%x5MQxoBjzb3CI2
z)R`9>50anx6#c@yS!<A+_HwB^BRn0cs0n~CQwEx|od&qE?ORylCL25bYR=mcWNy%C
zl-=p}(2?r%kwa1}&?~z1<&uH0rY8nXDrhw~ygB+itm<qq8E#;Ik@dz+FL%w#EEDS#
ziT&$CA%$z^to+-<@#pdi?)L7u{;19!{?qn1n`iFTD-(JnE02EXJn#yT`TcLrQ^2n1
z;QN%=km+&pfkKYhVL+4Y?%LRB@gQH0SVBOx)ZVxKp0m5jJ7U^xH_>~)HgR{8`EF=H
z%ju8a?mS2T_*H3Ik#3Meo3?bsR8(u*f5Tq=Mv=xuahP;L#1DIQy~2nuuX=m;NFOsi
zxx>3+gg(<0&y;|d!NjLEk!OPD{etGjg61nQWU+)xzoz+0I>~XU#m?d9+?LSFg};J=
zm_)mtI}h{kGIqx-2FK)wMCX%fS(6pI<r@nUzQ!OE3+@S4v#wLKZcwv2?XL*cSW@>H
z>EboLA*T_cK~*@ClAv@5S<+?sG%RpTP^oQ}j)i_-BH?~Wf_|IUEkX<X(9xSxGj>G_
zHJl=loqW|AL<kq%^;wEusU>+m#^UCk^tU~vDQ;}U0JEO>JvnXWq<5HAUHMtQc2YuK
z3@*apiveF2Ch3ORYZ`*(2O*aaO%@-D96r?9e5iZ+q1^w&{aXg+k_O_)vI<V;lFKe7
z+|DKJA1m0)%hoF17aWK?#ZU{mS4ThWME4Y^h38>V2jU$-KhSj6(EPHgL3Ud1=i|pF
z8CzR`VAk;tLYB(rd-#@9vj1KAWkl9fOcm5JZ=RICt*lN-Vk0&_2y@CE&9a;OF&gvp
z%yjb-1BKhFY9~7C&0^hO*uL^KEW-4G43hh<j`LIJQO0Yh;ty+8Y7~I8kto!>*XHvb
zx9jY=tI@B-v}6z>(-I=v8A{X5bA*T_;vy6@{^;LW|1kmI#&qzV!TsK%8!;sH!e1~$
zLvmi9!vPCcI)(UBJ~$pXc^VOd@f^*pa`6HSH_pSDcgx6KlJm}!O9X6|$}o4*N&7Uh
z^4Ns07+$0LcTaCY^*|P)(knkV5=XazJS2<6z?urg+X|5Gcf=20J^y*z5=UW)yJ?AI
z*C$#aTHUVLov;0@wXP~Faw`*9G~Bvm_&a&>d`w2A`hM^7Rsl=am;Y{>2<jfg3y66i
zUNjb1v`P5fLOaWf(*XfZ&0<+iB{5G#G+*N8b%7@-EL%B<ZD!_87S7ex9s7;7XG;q&
zyE=c*41XP`JiTxUL&)BCyE$L3x1M<Vp#$B(g<hivDvGhMFm@6aMWwBfsGID8U@Qox
zeFUf&fP7r|$6cjqo(h0fcI;MylUkS(+ne|LO6grNTENCRCuf9Rrm3VBQ)e0O|N7rk
z*IRb#Dt|-9&=S{!&xKm!+`r_)fc;e`_!N3-)_v)5)B6)B9T_QSFq1OpCel=U=+2O-
zb~=JgIRgp8t~77_LDVSsKwOqAPx5F%_9F8Zgfvay00iMfxH_;7?u8^ov7bU8UBf)`
zz+8%CUw~e!QMz;hWW#=zJTkQ~8FIV@yIr6Z9+Ks4dGBwC+1t2)mXE5zA64_SRA03Q
zRJR61x0<~VG0Wf^&K(M;SC^&h{9gNc`eV<e8ROi4bo;Mj0^X~fJ9VFP<l=eMAxrSB
zJsvZvJcT>+=Ms2cX(u*;`+fI>&Q+Vn&?(DVLc&4Rk>70~0KWA2KSbogezjR-{w7%g
zV=#n_S*`Z3`@NIb##a!Nmu*6o^ky7VXB~7wOaH5k=|iIH>jQY4L}I>Yah*fidy9KX
z%_4&tX$23MuO@V%gKF}dzjsZ)3eH@-9VaQF{oPQ^UHsTf?4P@cdyOjDyu<4UyQ)z!
zS>xSRWBnf$N6SP-as~KpWdC!Q;tNz1w=I+<$CIzciTo)gBkBa!J#j0qS~m6Q20)1W
z^>e#1UTlH7lW21ViH~e-$w%<iLoe3Dx|O4G8~AIRc-w+|y#+%t$%f~Q1`1YbTzqLC
zx>-b3SYmr)G&<3d2Jw*-v^^%i3y+#Qr@Q93EI&J1!Z;ylQN#`k3*)_wAO#w19g>~L
z*vU_$&RUZmDkIjWvjO8B&w4tZ86kOka@!7q+Ab+Y2AUO<nicaXtXL|f=_*W02Ha>^
zD!}%C%3GmLf**vp#e@gm4G$coBnVTII-inm_>yuok!E(0AXpPcwNWIo&q#3*x!=2T
zYg8Ea;0tB}w4iuRnI3aJypqvh8U4aA2M35*+IkV@b7?7^lI(u?kaC>-0QB<H<e;F^
zQD7lFvJ)a;J?NnyCE8TX3^=z}>AT>bR=qsqmOE+J38~+@pcCv1Ic8({4lv&sC(D~h
zUKc_gF~aCzSb{R`JwA};qa&j7L5u4Y$-RtJQtp^xi39#nCDepx$i!iAB@8^>N(P|b
z0qj(v#8-)N(P1dDE{tx_RDx2;DRfCT*0D|eAHYa!@3!<;QFJ-ezI%_7*LWc`?-#$T
zkcY<tn4m8hu*L4SXzD#53Z(MonX?0X8FwZ2UAPk@KW(M&UT4r_Ho(<|L0Icx09ER_
zYwGapr4mXLH~h>LhRtP000cEVR+$PSikX|b;SLE-fLJAfSqhe#j5p}#!YdpI0V;vb
zU9cc5Q;Um(g5wI}id42VognNNaMP)1)WW(LL4cM_x8RwsCQ!T!MaqlPXqL0+0Z6>W
z2=AA1sSz6{h!Q}hzV||S3Q}Sb{CA8Iwp<Xd=uRV;=sQ`_cSd5r)T@4}Oa7vbh#b2`
zA9W>a^cHuymwfCMy$v>qh+5@@Zlo3;L?2NAQ`vAdA9|!{{NN=vc+_`HbtAHQg5id!
zs-dVV>oZk*MgcC>%NkrIA*1z^V>RE$Y6Dap$RR2wt`9XFzDz3cjMk3EB6J}Sf_@-w
z*(gyCe@4w8#6hm8V3W!_BCjI+m>@fkFEYizO=1y^dZB@vL*k$~sG?|?4kJu|tI~(-
zocu0|`x{y?le1wzqE+~<y$%n;b*x;yHDsUH=j_}dz1#b*1gD4RCLq>ri5rM?a2?-F
zFOjb?y6F(Y^q)l<*=_oDDCty)=jJ;%^Q+|~g9y!(3hx{N{buo*SB<O+R7;7|Nc`0o
zrCP*}S|iRmWCJUe1^I7)G#GlbDD>lSh*Zlv0)F<<&Bw5O^u}##m(0^%ja@ixU{Jtg
z=+4^M1VKFgBUL><0W<nD<hY%<fCdBg9LDUo!Lw_8ClTFC<nl~;vQBrKO!gC7_0Iy=
zFku+f`kiy1oFsB^0qlQ|B7os!XIDT&X-=1_qOqHK)#)OM<4?Fe%1c)MeL~GhNa7Be
zVjSQ-bP)E!DBog68CD&;<87YpN~|L12;ogF?=(C`W3$~WuT#6$MzQ*_UJ09IDg5_C
zi(k$umGTG|VF<>LaKgMb5DJL5_}iWR`ZX~1X6@g6(#dvq)$#=PSD)Bz5GxsHVg7I5
z1FP`)pjufm#oj)}wul+zNBMiYc4PilCN|`DXzs#45j%fSESp1QzyE>?AvXiKHc8Q-
zVJObQ0V@1i{__@ATGlRBR`xbe{bpcJ$m>JhmaL8%Jyq7)#BR58B7h*H5JGNJ*Lu@c
zgOrqFvxY1<DKDjC<{hj;37xox<Zo_c#L9lO>p6S~M!R8gi>!Mh+(0Qb`2x2Cj<x~u
zCinoZ>kXbenaBmsXLo=YQ2+v9JK(w!!OAk&whG8{g<MDfe0XBPd^Z!h`OHeP&U9h(
z*>R89@Du4H*Q7b<83gL5g<|}F+n6L&v$BQ)pQyI0no*+~UiK(8(<8q5E_Ww9?8)}k
zw(KRWqI(s_R@35MdgM?$%rS}%SQI2qf)}8G61k5px+c~_BZOM$_5;!;Mn1}9zKBQp
z>TjsQLlP87@#K0yFNNK@Xqd)HEg*$TFtTQ~{pdLu?NAe>#+W*uECczFg$9rehnD(A
zmV3V1^ndNJbdZ2g?LC^3@F6E7@C5R+;#GOU!6CLPlt5Z+5rjeEc>Es4-!#j@<mDY|
zl^tr)6mYuN-X?3DFeaFm9r9mCdk&aym-`nMuh;%rpX3RUc2V*zn_VppeAj&Xul)Ta
zkbm#wmio7nlh?vsJPlf>^v?}^=oTWLbihXqNj_5CLm?Hp98WwyF{kFll7u=CUZhVb
zU+)^C;SXsDUV^LM%bCa1Na3xRGLda;E@$p7Th1NuOIx#~fw@ZngwquG7R$h<Fo%@z
z2&iA-Ij_emiO`+5$nOuXul}yRNX(9+p9ZNb5nbUzDDPzqAStb+5`UVVPxpGI`|r&f
z-n<xYuC()jQDY#T5UP&Ypw4gFkr=ZvdK44}Pj}925AkoPCd`ffa$z;Z{5EUDJm35C
zCd^OH1MDFKr!ok(9{Xu=QRWl<7|N5%TfX+TxTF2i2eJpCt`iKcJq&CgJ^SrHQh)F}
z2&f-7@J>bN6E=hPi}!M3r30nLcE9QThLTI~{4;2q7R5xQqCaW<c`D{tQ}y?s?=C#7
z!eAu?^Wt&#8RH`09??jVExvqwbng{M_2x$Phq8yk$bs+TDaBi<#aR)WJU!?RLDEgk
z=kO|4&;8z)-ut}<RKUS$JgkA2$Yhp#%^lY*&e-j1-J6v}Dr(tAXEpK*WlWeeo!<~S
z@J^{Fh3U?(h#YHB<iUbuh4HUTX<f_dT}$a)OOJgV4}BahsniTB4Ih-i>AOgXLFe#=
z(t^>(@yNoV^nWv<S^47!j3t$y8;d@-KYnzWb~<L5dBx?E*6j0&7Zqju@BU;wD81+)
zCjo>`W;>Vj$@7+_h^Psq!1VJ6wX<)wakfRtxQOhtn%4H=f652spCix`eC^`#cp0=O
z=J}i$B65n5V|nw&?x1{%Jnf%194!jhNV4EMq~MHV+HEyBNIjB}V@HX}=4fn|AOJZB
z1~5G(iN|piFhpc~`S5w0{DFnr`s7K}S<PbmQ2d|pJT{N+*%7(`IrQ#Ve8=Sfd#`~v
zCl7i}M?|%cR}K`?!?H(M&lJrs<NO_050;Wf4EhvJvT!!G`|p-Y;i*M`%+h_GpYPYc
zsY>Hl&xVpoj@C^7uKR7=ZY-WtCc-5?!Xcuy^Yy{{K-|vfDD0<|J{en$NxM+Pf>5U3
z6Z;6iqG&TlJeO6=Gi(1%>j16={M!XG(*<(VMNP(F`B%ZM-@DFhEXHrEytoq$)|&5e
z5!F9)qakhq>NfV43y~roMf{k;#;3K7PYbJFl!{>tl5Xl}T+fECY=p&Mp&$)pd(cB2
zS<3WH+j!UCZuQ~)9;d)VJKY)Y$Giv_$V@Xknu1#*12Av}Ay$MRiV2R1>DvKoTR>qn
z|B9CW@Q?MG4e65`>(n_ef-kG6R?LGiFG?TLr)=~-zd78#nrgn5V&))@o_?r)-tF)8
z2cUcf-TQ<*G=vW{%BVHUVl<qzG@J(1od6qcEXjCE^I5M$mer?nr%&a+1?9dCb;jLj
zrec2k{tyf-frjBWu%+SrpeI3?-O*h*f4?iC_t9xMSYW*-Kt(Vhg{H<YIL+4ZOwv{q
zghU=V;GiWz9nPz|dWD!#!K<i#%e6ZjT4c&@auH%F4-VM~r0m_6CK%{*HUbU4`_I?u
z0K&JJ>8|(0)m{wM&dt0z*Au07YK}@94wiYSM^NTD4>B0}Gi0scVUXwZO<RFO87=?)
z^lAQ?>G%Gj0ia}XptT$t);$~``;<I&N}bOH<H@n>mTF1?`OhDO!b38U>2%slA=fe!
z3;vMGsb7za`_;Fon3=47(oH}Q_4_+>Q>fsD@gZ9C<b+%Z+2w4djxf`12ADBI`3hCd
zfBoD3*2i4`VO~Rsa2)ja=)wEW(o1JP(hi*0g1_u%eE%yQKIp;vS}a(8k~CpNLA;Dh
z_Ne1y?#1<Fb_gd;vw(!Rtun^8Owu(9(zc>#<-}>_glW;DvEUy(>M9Zay?U=ZJx;*-
zMs}1rn!DXDwbJf&!*Y7da#9mRVikL;hmaW2)A-wCeIn|0cIxY#S9j_L?oMjOq{bYq
z(6|>JNJV&*Vl+#>#3$SKX^!#5JnVA6)XOeO8pZJE8_zb6@_j;}cedgL7&U@xoElb$
zA^GdNnfumL&Th?{(;Wc58E9K1`qL9TsM!POLC?#lfwXVtHCIF@h)<0{3?w<F-9odW
zB>^ucUgV%6B&yKi^FpYUM-r7P^Pw@917(%>LI&OX&=M{4CG0Q7UfhzNcSQsSZA?9c
zrGK@&FNEqq=T@NB7l9EY1&0-cJz~A|h}HUXa>zNk5sZ$gB*tyn3GZh>zpy+3+;<Oj
zBD`ps)Q*L;GBiD%FHoWu@rEo=mf@)#yHlXlP;fU~MslJq*1yt2yV^&~-BrumRm;s&
z%gbHM$9>4vd&txBf$FZO=%KgpQP^empNz+^qFR`F+J0CPycn=?y2_$e3v~^1^t<rN
zMp6RL?OwEvz)(lSowu00LwIK4OIb42hoAM7G^2p;S=aXo{Wl$iEo<3;ESXy^JyYnR
z@w-jmN4*|j_g9S5l}@_<u}uB2`|mq&LPo3yd)@w1E#mj&m898Qsni^abgu8o+~4T=
zBp7?{RVmjp1irR<P}*MBGhN!#-S+uM`RG*9=oiXe)i;@{VZ|P`IesCZixosFZ^(Gc
z-gFYWW~qpN4b&&o)Vpw7d#6Hs4yKh1rxEEJ+0J3}tk2}WW|`bmaHb0wtR?r*4|%lT
z`E4Idc-2;p|1<G6`~8Q!h1jZ3<E15kPjU<NXG59mf7(WTzFk&Haga#Cx3^G}Us$YG
zrlGcRy70)ibGj)KISf-BrdFM=SrsWmX)>sdQpR$0u)t<1up@6r{nRI&jYpidW<9z(
z$c?%BXaz%Exnz`Jq?}f2;IiCkz)lxn&zL?#$wwZmR@_wGIpI@`32zfb(w-YikUCRh
zH%_q}zSztrtO<gL@-O+<I+TM($vRREG=dQ)uANGul1#}Rx7<NGUQf1?piChT%1?IM
z;pvR94(3&1i)@M&<Y5mJ=;j6)Q;BKO@U-O)hB`pMiParCsMYX+HJ}A|?&Ag56B2U;
zT6BjeoELt43)-N5Ffx(t3=7nW&#<z4lKWEU7)~3Vdp($x5je^>FtX$5r&PgjU?KGm
zyMS<$PB-)ftTliw)PiT62f`JIy=zPC4kTEr-f+mGTYxGwXi{3DupJ*tY#y_9P!?HN
zQmc4{;h=g5d=P~)i4yEJHH_HGjJURn^ml_$UJ&_1;Rpb@X`#aIUS9Nz6AIbH4oV<k
ziSSXPk_9=tAGmDR8F?T#7()KM;sbMwab*eMo!$=czmf5zjiVqU6hu2G%N2mTLyN4_
z$I*}mi%3zLL(v|>zuuz1$9ATkagHa~M{JIjV{s9_ST11L`^@uMht}xVk4o$<m@!26
zOU=i>x)hdikl_AM1We=tBuO>YHG1>0`os6uRR8h(H*u5nKVDJ_u>TZ-J&TclhC;C1
zG-jE)^4ORKk&ha>_6cxX(+eHHxq3)ye=((Hivz>Q4<QzpDr{rF6-h=<%0yd}BZ7@!
za|rcsztnYqsVDtXXFyyHMNyM!@c^61NOT^J%ElDxqdi$|Hr1$aAFz+1w~Be%emyvI
zKrekfPf0sU=KiHIQ=8D>$kF8VF4*;(q^BJWGOoNT=dd>AyvBP`+k2MB{9sZm*XLo0
zed%Q^Hv@wbs*(aEU*)qU7m+V|(6HDrGHWv)5r8ofi?n8Y8;KP~G|BT{7DcH1NhbS~
z>`!1&%wdG-ATkgt5j==f3BC}u2O$cp4yth>VsHTD1TeMRh)^Zhy8&@0tp2j=YINjs
zD=H>tiVkk9H~W;HkHl8Z&Hp|If#eyp&(vIn*Z_u2s;>8PoZQZ4&+K~x`*976A%1%x
z<1CB4OwaWm39)%Xa_lf;IQ1L#mRhGxZ@bUW@TYa;iwevzdX(OO$){%y>b`#CnD@)}
z<!$CMvm3iDuHyUWQnONlle-V4@!i>HQVAi`bv89=(_iXl2fEM6r;h(6Dp(LHG-SV_
z5p|?;!rZ>6eX1@&&`xCgz#Q7=<Pw-m26!eu<&l$s`)SX7>$&c+?`cuc%X1DdI3RUG
z(mxHf@P5~st(~fbI0^!BgGPB^i9JWLIOiXM>E!0+Wy5TLBS-w{_n3?a{ejC4fhk)7
zygx?hmc&Gw9>r|0@tP{XzM*riPgK9Xpei1zvzz8H!q@S&q4}CHZ6K<C^6G&&?Te=H
zTTS8e3aZ%%d<Y3XL<XO50DrJ<d>Os<)RytDWe(fANebg*!?)iIfqZY{=n8P7wKvop
zP84n><h0|jrlM!?3$}-F7xT8=u{T>~WrOxb#Rkv_JMh19Wca>!nl50byIQD!a#H<P
z#L=5_sD<Q2=T-K@l#G-#wlrpr*DMUFY`pPw)Fed2@)G;zycjPt0t+Oh5XuQflEBJ?
z+WLd4dcGz2#J0dk)B6(1;!27?IWm7<0u7xx<kLuu>>Ykn`L_y{<WeN)pF#c>))5Ed
z+H6}vbDgvc+Nls=@9OA+YFul0W6YU!aZF^riIK2BMdBZH;bW4qh>c|B34z-a2Ecdi
zRT<|M`H}9*_%P*pNUP`~@<SA+k__xwk3iNwlJp`RaldXa{)!Q)<vRn?&U>AeiVSzG
zZ5bTtEJeXIA-MqGNxc`MFvC@CC^sj)NAE3EmEdDx?SdSk+#?Tn#9Hu#n&pR>y?Uo`
z9bIrsuAo`gw&|vQbMs%{hGoAd<`<33zRhW;zOSLD1HGgdX|UU&4U$3)H~BwF%h1Xp
zKmVnnM+4N4@-1ss9<!>v);&w|I}AN&wYb9D$<#0jDsXHH4DckhHwR8wYi(JLh^~!q
z-e9UGLBA$eU+n7IAd0=?+Fya;CH`Fhpm!s0B(EpCURJ!vq6(PFl>fk8F82^_L?GGc
zvA>(-p_SxOR5YhzJ@vz2?S}!oNJWyVOS0l5KRJF^1<EO@*D~|yMCdjAyw>GtvQ1hC
z`qD3#utjL9_jR6KFDiXmL-R0htvqjkJ}bM)$8TeH#~CCCti=)NPk}POPEU-c?GZX4
z@Q@qX@esx+!FVMn*q`mWK`$JIY~yqxI<=g0bih9yk@A~sdjYeB<K>IGZ>Z9c?!~Dg
z=q4;cnTeHj1k3HoYjem{0GBZ)o-r3<Q2Ul=$jLfl;J@+N^6b-%*B{a4PtOBwFZpqo
z=fA|AulMa3qBh`S6$%Xvr_*7t%}2y%(KI+qZo4Nl3KTfY^|ZJzIg|Z6AL4#1pGdg-
zy~GtSb>^f}2AXaX-58e09iTEpr#>_g^blVl&bNGV&@tWr8|_zkPV6{F-t>6h;w$uA
zf9IdzpRHHz-+BC+KjJ^Kd@;FK=pvKSqHB0)d~d!?|D+-aqw}{-4eS8?6Ron-ET0cl
zKi90uPPQ{kwtMp5NW+yo?Wj9);&&9F|3wsJB^PCdP)A0`{*KmO^(P@C9W-OtZu=}R
z`X%TK>&ERb!Y5QQH}^aqS4o^$@k+a2zv++SDUjnYQRr&_Z@l>aUtO+MgSDMtTxWmj
z%yiYvpt8!t?M1<VUawB_f=hNII;bx-<|KE`mJZA|_RTg9k2H3U6i&@D!_-U?{fd9q
z$c=-8HXqag=8B91FOLoXRev5nUul8oWvCPF|E?SUHBDMU8=B!%%)Z=>v#qGroOJ+}
z3?58H^ZL8Cj0ezl7dq)c=`s92qrv(`(b;>S0?|`Pi+X1dzHimr-wMoL!@sOMNSi8e
zu2DF)^V=Dj-=*n+-{r%I#Hm!0Sq1L?nVB=wL5xyVNqA!1{{G>GMa<`{ga`6Mz|l(^
z#||mk-nq?e!Xxr}`|!YQj@Eh!!u0<5PT4gj6bTw{?XidCh#?x8<EDS%%?+0cMj0mo
z3{5Eh9nt&v7TG{Q$IbqwBxI_3oB8F_=We^1y#yDQ(>CMPGxxk>nvC8*;w)z_qI7?Z
zx!Y>x-JNam6YGCh${yvEYhzmE4?4$&{Aj+rjNEIJR3HreU5$CCIzspF$@Vk!^q<Nf
zdX1)hZ%PHz6KxVwi{Q)x;Lkr+0WVhmx}|>UWi{b36|F_`ecl$SV6$X$&SWyqOXpmd
z$loRhn<n4h{?95Q#iHVqM9vV5xapw##NR>pp_-$X-b>@y>k0<181*yQ49L#mlFGf`
zNMFe&$xAj!3O5yBp%Cd*QQcE-ep;qlHw6$<rcFl4Hw5nHh(+goj%K^d@PI#x1g!+T
z5JGQw5Q8@voGBztuI@=tEPfE77yujCHCCbT;(C@ODoR`A7rWTz{ZBEk*V5igRp{9#
zU!*=<Yj5os-y?X`>JW4eRjk*{Gp@#BR!d$~)hvXSM{}4lPc{pcdusYjU$HmVy1@~h
z>U^;B-lJH^qmOy&UG!Uq+kaeb39kC{uKIgA`d=*c*L3u!bo5VjYCRj8tP0d6ADY}W
zHIddc`C(qTnmTBFrSKDxblKjvfAL~irA*)<DDomJNW>4}+(PFd<RE{ZLW+Yb1YmU%
z#7Su14~AT&TruyE^nAS!t;I5VzSI7~c(H4^T0#f0%30iZddJSKg#x?TojGKry3TJg
zgQ+@wx$v@?5_=-^y&L(+Uip$g;d@}4p<Ksx#2DH774Em!t+*rJGAN?f`Rq;qj6@!B
zZ?2Uv<2~AWd<r6PPxFKU651#0smz%5;rl@aKlss0>S}wXmrp47;9v>ZQV^g=sS4Yr
zyxb0(Nm$*Ry}XQOq#xR>-v{!J+`kfA!F;@0Cn%=<6o%bgaV9f}Dhif7w|K-C@5v*#
zJs#++C)-2RCFc6x5^64&B(uhpbSMW$R3J_|Vs~}wIsJCZUZSFK(B~O=Rf7hofUqCZ
z^xx$L04rzi=Wbx0K(9hgB_KqECO!n0FM$h|uwjK8gl92?Z{=blK@gC&#*wZ0L=V4Q
z6UEUN#ldoiL*~DY;Zlw#?3vidCi9Kcdlbdrqeqrg#|RNMjBD(Na7GY-{11q+EA>*)
zIdB3Guu?p@?|%2b)iduFP7Mn+=Hl>`s}%Nql>8c}J)unz(QnD|TP^+{%oIeq6o$5b
z-*dZ&>T$}g`5qQzN*O%YaJ=8dUE`_XP3AE}7V?M(Wmn#3M;j_3<rBdvAX!a9oO>R7
zmzkndyT>)08g?~M!rNjuB<Xj}d&_22B&HJme8HkeyA#YBF40`5e@O(`EOSq=z2He^
z5#L3+7os&PGnaNm6l%R%8awx#5)OmMBqR_z8N2?W8|MFlNXT41XXw0&hK0l<2@$h<
zj`u+=G?9aUdAQH+O3`qiwh^8LqVfaHM*c$Q0u_%!K+u&-aDD)c2wQ^N=@5bdiaq4b
zZB$(8?c7p|5abX79f}I9q()nEIXYglwdJsmtA$f}$44D?aKC-TY4(ukzS!EZ7`vF*
z<8ra7=VFJPq5jo$Pc}Dn*P+s}PsUI#f|wH8e`Qqgk_6hP(ZHZ=A&6PkhHc%a-nbV}
zLX=2hk$%N}EtUPoopaT;F*MMKJOxy;G5?aFpGi#FV&aOAp12zr2Q!0xhXi%Lr{R;P
zGQn1oQW0CK(7#&GPJT4)mx*8-{+MEUKoV&YIUo-5z2DF&0EfH>7iONKS$gyRYN<6v
zRLE47!dep7e|eq|b+ZC<{Yt~zK_-nAcT0<{qnZP%%FL=_%t|v=8=K$FOxO0!*4){g
zW)NGCq2ss{6@K)YVi$h(4ad?;6XvjDCUA==sgR%6^Q&vzd+I#6mRh&9T>iB$`^RZp
z;V<me`_4NjbCEW=6%Fmz+AFR$8z$Y<OIJ+IxW)YDI&0#m1+Mmm%Qa7tRWGDGJ4Ig1
zH#p2c{w4*qp?l$hyLH^(fr*oxtFv1W=3c-NgOb6KmXWpF=I!K<+CQ1Jzd!5O*TE6~
zSo^Z?eGB<My5IdM%5*9Vc=-1BaPFFLZjbQngYYLb;eTQ@{8Qs`V#q!6lS(HxlE>F*
zO>e+vM&ZB4X?_K-Qf39iLgv;`LC89QO;juH6j+TOUb8I0{IuOA$3bm7Zs%f9kcD|b
zO`d~(0OBvDv#UX>Z#7O_Ndkf7kO#3q<9j6+)lsYr$v=3nOv4inoQSl6O1698)Xe4G
zI?^IP!WUR@FnQNuq06%$6mX=^ft^VI=WgUi=PI&N2tuu@a<t482~%U>F&U`DVR;a-
z7!Z+8A8to&0*?ESLLsbd4;u0err)&y_P0SuO-%~5IU(9EiyB_qo>dhx)Zq2^`&biJ
zh{&s4@RJaBEa@W&J*rR;sh>cTU^}#}5GvZct^IfUaDUiHMQ+08Zw?5-jMu=+7~pQv
zc=^QCfi*N7lUpxvH$l10omU+_n*|<gp?*0Xt*l)>_Atoo$IO_Hk0x`}fFGN@^Q*I`
zFl1+p$6`#3gdVgv>AM_A$vPihMbHCxs%nIJ<=jQ<{Rz|08?a3jV9tC9M#X`b-JnCE
z`?cnyRR|<lZMY^}Z}$!u^RS01N288}VA-}*Bh~5sf{`j&m#$OX5}^L{;IDJe=kK?Y
z%Di}?`2oBf)=3n)A&AdBntYIGu){4icHq%tf;<bAxHB#jeq}Q*-Yq!ZP5#c?c*!dU
z(?<HrYEF{WWE?!Jrm+I?`N18xU<S$#=u0K%+9YZ#?3gTjyl3{_kC(qRpiDi<*&jeD
zY5sjTBkWmvWZq6mA@F>*rj8nDOomt3^NrWDtmo*_Fffp<h9Qi1DVF6GLBSJlH6*~W
z8%ME<)b<SHR|!{AV(oD=>y$JDgZ6h#*IVA{DGO3Tb{u(j{sX|?1tgA)90u>2wMS5T
zTxEnwUofxvvAGD9fKpwkat80`sCobuCWjmQcfgGw?6Q&N#j}sf?|PnGsjNn0bsA&(
zBI#al@qgVaC8z&W)j#~R_0o%)*8YF#&YF{?&!P+;3&k)IQZN=HI~|u)>0c!IJsIO`
z{iSgH@T5&I!EgKE{8j&oJXLd-p1uw-mkA~Gks;#wmoXo;rR%%rKgoRp2j1Z#Lg?d@
zH?Rs8C*2r)cl*Z)9B~BAN#L^@**?JxqFvkTgpf36{!Ep~fDe+gn~%Z*{ke8|hEAcB
z;|vDHg@e-qDqNy@!<U?}>aejD650e&Z=C>6quCX=T`l|>#k(w}Q!3g~v{I<6ZtlnK
zMSM4d!k?<*!}}TXi%!=3NABA6$KrQl%EiBKRtV>;mzZ(eoOd6MWzHd=KRMlh4QiXQ
zg!y-wlYg38&c@cZgoOv?9wiTwlP5ppI<KY6V%EP`xFk(+d;cxx9Xnq~b+CPrIN}wT
zWZ6~q)ssy@UxCC}k&{~xZa35$!eTpIeQ4ahfS5w|7U1W6h9dn;ka8vf4zy(Va%^e=
z!u0}+!}dW8pT@;LjpwSr<r{knHF840O2Tz0<&g2o78i{2%Fv(eNFRx?=g<^5cm{}~
zmc>|>E3Z(Kos;t+wd1Fg!SogEN2T4RB;6k#q1pV>9}+F*ogMF-lV8xk*g(}8!U*Ho
z&@t&lhfY6^m@*0j;7%(qUM75q^l-ZpaW06!!;SBLLPly{8)5+cL}x_Wxex&prqR42
z1ajt)n8>Oyjz@S4juoYRWfZ4iphYM702CT`MOM}oNBSwm7fgV!$lW9f)bwy0a`hT^
z_xZBt`t`uGn@jx3_U$<&zNO$T21fUuj#XMMIx}C@*h*zu5KBS<N+4B;9ypg|9+xD~
zmCoO8dFN59NOet$o)^Bfu^qXfHGs50gLM#vTy*}mAB8K<S9{Q!;?e_RH}WvDh9>XV
zkXlj(=>-)`s$1ln)7WdKB<P+IoBsPD7hBUc-9$I-Ls`?IAc43nH8Rq3_#86*gtZ54
zV?hiNp>aaiF*Sm9WqsNH@C1uls3YsgYUgL^8(YjHwT3ee6%A9md;Z1vUa{W0pYVAV
zr*s|Q!>8PsWp{evQ?l1OUvwOPd6vuJMR5fo>xt&?X@%>xl`2c!egRDA>j5yFW#mFc
z-AMm0mpE(1h)M*RNRPb|A3_CSBsN0;F{nMmf#{pRIQ=Dlr}!2oeI4&e{g<3-0s0CM
zgi@4BfZ$7s2m~gvv(xFJ;7c$`%w0!{RRT`t5n74u1T->T(ryqNTK4)2<7V%0oBn#?
z>Ui$MFNoweH9C3bb5iedw>{ge!N)gyxCLi>X}7y)#CZ{gd>-O&M0z4|xHvYK5JQd@
z8T$q01^r7lV&%^>u8UBy(JFybYWCkh{}n?IE_3brK$&lcUj!E-62hI(oF#$n75lBv
zPnyk`cRV#aK^GIa6d!%br0bnSKB@RGmoU$KdwWoen0V5{^vdfIHIC=trsMLz{h_iY
z_B2v-N@14xT?NBbcNX3|H$kGk7Y&-1x_H+o8D8qIs?4I3#SLf}U*mY__P`rI?2VFp
zM`qF$z!BW)1VUdO`rE)+lYvxHOnEt#_R{LgA9^L!K!CDxB5wX+AEk&|Va}u49FLDV
z9<4bZmv|5o6z^0wrzkGE&yd)@DE?#>`|rGI)mD=Sm+E8k>UcM*<#&wr=fD11VC5Ki
z;wXk`y?106fzJ}_Jp*%VCp6cGcIg@14~K&riyvnh@w?;;5%JU4vV80q(0KXDlR?wt
z-;LRR9zAFgT3!6^<dQDTKnaCqYeJ(v;RdPdfhOE%UN1KZW2?WzlH@>`NQFjCyfkR_
z%(9wTT-qsjt-F0F?vMG~7nM@ylhTK9VrwJh1ZnhK<lH)74_QWoF@Hm}wq<$lit$?C
zUjIAde932`&!r-s&>)5H-XA?4B%c-gM;?mvt=cIAdra1|Hq&*YyW{R);k<aNMw==7
znU&Xm%#SsbvTHdXhXSkR&*m3~&S<{x4Bu;&zIJjtjuXDbCmwrfwzJdl^M_|qt?#=h
zO{Qk@;v+dpb`S1e6DVNkd-VxhJ-)qAP}H)zeyHQfOIx}7h01G$+ItYuY!~@kN=05u
zwY9n{z@7Kp;~n{db#K@n&+VxB!Y@g$0H9^e>dKd-LaI4rPj3%8r9X!03(wb^Rp+*j
zkA6@Hi@wUret)f1zqpwh@TO{u7M9*`o>Zr-wWNPJ99>JXumAx={#Usaya;2I-S=SD
z>Mn!*d<*J6@5f{pw}p8teagQNy(pDn>0xf=yzHs0Olz#dz%4ol?vT<qC!O3Yek_|+
ze8rTPlMEoA%P^^)bl?5DBwjyI3A{k68ogidPkCfjJ7-l7a*Z84d-eV6RSvqayR|Pp
z^yiS({eP$UqTgD++)m_m(bSbF5#-ci`X?L>Wx7fpJw_U4Q}XbZo|&ZHJGS?woF7Uz
z%TjzK2|Vq*0?DTl<0ZQdI&L<Jz&%^>b5gEj@X~q6wHw5)uD|Kuz7=<%IVHy_h`BV<
zMgWjlg6RlZR$~3R9}y6rAe_**4G3ua%7Oq4#t7ptNV9PHkM#V#x*3VbZWd>lp<Fnj
z@)gE+=7{I?e9j5hRs0%S1ScL770m;Ji=!{;-I$jq{2P4!P5Ag4KAC{k?o=wtJtdFG
zsms8C4FTcl)V-&t!|r#teeJ?7Ce11E!PdNpa)*{YCl_9yO~Rfb;U(xxHXk|Ii=k93
z{^IlORX2$aPGMIr6W?r|eIAGB(vfHe5#~v>^Vgry2WW6_aN&XG4A6iN$UB4*;r@~3
zTB9l@2$;Ly&rjoO`x$;)77>g-Mme6BIekA-z!%E6mu6keURDdya38T_^Q0&i^WeBj
z4*c{96pZYVAk)d305O$;wR}K&-bp)vzi2yhJcQ3jB16BK_*R)b=yOp>ZtxO$Ie6W6
z!)Cq6>{pR<U(th!R6%<=UW`EAs<v+w7|6fQ5fh(H(yA-4T}5h9r$z5CAJniD6EnwB
zGxc(kb3raNc6IDiWN<;^hlY+6!P%b@2@**jx$Uj>6>(*(I4F&u&oyRZ&=UMI0c#X#
z|DZ|H8SFD5%jp#12DjMWGy-t~6=VU*=K<%V;qMcWkA2W!J<b$LLk;;5WHEruUc!^p
za9=OBVEaxDJ6oJX!mtuj9@oRu<=9PRIZPUqbQIsB_B(@X>4K0$KmL+ibFkr+C~Y>O
zS5hEkNKzynp4=DyApjJ4pBGI4Cfd-HgAh!L%o<Icv$C3xB`E)g{0t^$(qxu4+RNr_
zavY@$z&or%p`41kP)3L10396_xGNpD4+W<k%PiPsf#4w&3nFQXN-_qiLKPSZ+WccO
zzkZ3a*gg4qQ*bXN**T-eq^ZWasLZ4;(<DB^ue{hVyVws~@0XOIQB`4I+HU`t<Zbwz
z=%tg-ApvD7=bh;5Y82A_N++tC8Y+Spt%#VmzmcS?S%56`b`Nedab*o-Bs%;M$T~^g
zj2{-LptOd+XbtOI46FW4H=_u@im**{4pP!AA5SxX2Bth~wfyWw?7U&7jzSTZNvs@$
z-W*yZPNxyEYp<9N;Ww*V*~ih48~su1eCK7VElb$#hiJp7v`3{8s!^E%QDv<?zjfE=
zKkT}d(d|0XAML~<j{CzBih8tduZl5s1crz#Afr3bPYv(fpBxw-H_UcaBf1t9{*R-p
zfNJV*!>|oDa-$K1jRvJb8n)4hB1(6cfP|nRF-CWbfRvKb9g1{=l(c{}s30Xu4EF8+
zowKu@Gj{I1+}+*Z`^5XazNN*4)USDUyTkiIc-w=u2iudX{gbu!wJpvCiZwN|6_4^{
z^^>JCa>N<(BzN;$HyAqiX&dZW>-;!<RweyzGM(35rl!;08vu_<(~*SvpHAWLj%)xy
z;sxc1-7HQ*Fe))UvE!4<)9Vxz1cIGB<puS)E_Jz%bUh!Lq(k%-y#q@sca_Bns3hIu
zgfmhqGEshJr271ZGAM&8$cQq?i0ayq>U!RKKY}pC{s_1U_fa$Z_+C%hp*eyx7Cycg
zih<<=>xi0(lf$si^SV45s-HAMUr>duy*j^h1|5-QVrhc<r6|zv!q>V#)aY)2J?Zb{
zLa%D#M1G2Oa}wsn<<Ld9@^=HVu#vc=L-@=#FakzDv~Kmt0Pne%Z#Ro<LLvH`K+Jxa
z*EZzv0+Nlc+8Yi6f+S>&v_=wQt};+vvEmC5^#AiR2_ZOW!bA#^4Fn$6SWO5Yv3Nrk
z1y2VN+~i%l@dmszNKb7;G{3BBS1PRVHyp5YL8$q-N6^d?f!r{H+~AHykSn7&2&R{O
zGVFv5*(I2eLtD#zm++?t-CZ9Tdlf{6AkZV=mm83>n$p^5O&R=}Sl6H^xpK%20mTv~
zR&v*JdLF9d3Ml`xrc+{JtuI6$^T34ffO=@m5PsCjyiy5)VA?D7j-bM|E=kA%$C)G`
zpcW=W6Gmk~5C9hd*aC8bRZkl+i5!x}6FNi%CdzYEdm2)YbTU%XPXsx_3CVP|f*UqW
zAP!gtiCo6TQl^5?sJS~~hlc1JLjDg(xhz9j6b4YY(*<-35Y*DiRS`K}Ejiv87&|ZV
zd%GT5h#h}u^qhF?v^ap^^WBKqT+g&qMc<|(At6{_51hi1Q3|YOr*4SDMWWRPRWuCn
z?zE_s+6?sWc^^ZV5NtdgCFAl#_UR8f=O0Ty_7+dh+#@cfK3*DrB%L!4zcf_-oCdJa
zM!*QC)G-{DdE(E@+z~_Q%oLqv$R;QIFI%5G9CeiR;hfO=c(j0KzPbW00qPzxfy{{C
z5yqhIA45IY2q~lc7C$FB2`*#wfIUhNRKZl+i2h7MklF*t!pkvT8U>Gkgcc-4x<h{^
z4gb-0PJdGFW?3iC*}C}>B#|5zGG;Py`;N>}$XY&u0VNq!xL3Kx2q%4+O0Zu)m474y
zKzjsE-d$%uEnro+JX=;#Tq1Ax_Pai()04&I+-5EQ&U7)SAH2W(8?g<=25`REjo(>i
z_P*}EA%?~wdlE&&FE)@jHu%qyQTO<8KiD+zKjjIlR@ZOm_X%+5Ax38Jb%g@8>_kMK
zmd_-6xkl%W*u=JMCXZ*nV^Y(5++IMqhT&?adlbS!<SMu)*~<O5k!28x65Nwdbd*_F
z+`3^>=^6T=k}iZ;nyXmlh|lqRCmO7j-khOpW@e<VVH8(d$}>4XbuZ+CkakLJIY&dV
z`52Z=d|b>12gnzzg3?O{CDR?x=HEQ>rNxUzTth|NL^}MBXEdaRS6^KWFo~?Ro=tyA
zdS)K*Yx=j9j)#?{$x>d9`Tj4ss|#Up<(#*_yG;zI^rP(82HAP0IT`wyshRoo`EOw=
z$13;zG@nGvSl*_m+k<Z(vaWAZafv#Us3ylrJm@}p*>eLXM6EZkzG%*q!S#&HPEX&8
zw93pz9{>*m3kbvs0pcC)KOS|;i@3e>pBo1jy*c<H5HVW#LOtY`bvsEvlpk)cV{DyF
zAQuQde9X8m8070F!GtZ5PqzlwInM<FY;IXQ+|s1A_od~mmlGfb*tj#exii?hvXL^t
z{x&E5g!5ww<B9$r6Sl;ulWj*>&aMd2uzgD@OW>wR@N6^K{E=rPpO>a*xXf?5`-uHI
zoJ|cz6OCVkY(sB7BV3Ks__Z1cbs0HXB^5<^5=>f+q(wEVv7h$8Oo|b3D16CId8sh$
zTOnejdLj8H{OH}*km3#Tj#bxkY^AT(?~M3k=<d_e7w_=z2<<QNU9FS4!PO;yd>p0(
z{BKGmUs|MoHq9nGx49(`M-WDM5n`5rl+9gBQF~hH(3DM=OfgCof@A4{1NKvN{+EY2
zc7*oX@y;RRG{<K{gs_Z_sNA2p=f3@KvU!YXkot(=z2xtN$G*P8_YZ#Ww2$BXzCVEM
z>Y|t<tiH@Hm)4EjVJSQRqOw<6odat+j|rnlXd7XNe{EKOx%zc>9*1E|l1SeYBLl?=
zvL8LtCs1sPtnJ>Em+S56U{^|xzTKnQ6vH8>ULhh5rKtGkWzPRvBni2%_Ji|jY~LTe
z2$r60>%?RpsN=c_$~hrOJuVC>0wu)F2ZX?-_zpcDs{D2*IJWUgpIg?ve`(G)yW50u
zG{4QtYAbeh<n@gsJUbdnNMs9$YVl@i@k(ZCJs_4}>q{p{6N(0`MWo=JoYT*et`-%B
zF4{|}%`;C8W}6P3_QibW^pPR>TG@yb_zS0ef~e8j_~$EO?ze?SL|0U&l|>k}IK0ch
zwe^n=oEvO?yr@R$^Op%0a60jKXYKc+W+!W8ZOh=VWE{~wk%0~~zy)!?65_un=OL(s
z&%O#60+odFU#zeCd|UZ2C$A^;lJ_l=)#Kc!^=}&XXVTSO<iI)<?vsJQzcV<tY}o&-
z{saDt2UEsy{f-3}rF;Zm6~60NA&LJ&s}I=pbr^R|#v!<HQI%#Vf?LR;`f4qS8chjd
zt?7TLU|8w1I1V)q2kq34JlfwfN<B7lQ5Fu2=TO4Io%A*fx~ilSzZS_L*V{RvEA`&c
z&k`#<`k<Y#|A;#3C@N9L@;N;<W-TCtqz&y)aR)~{47C*rK!Jp!VM>Wltis10B`i<S
z2ttnF_xbU}C-9%TH({(>gi{xC0_VIAunUc(RT<#GaolxO67gyh_0<OW%AHhaFszor
zR;w91AM*uNJU-UZK87#dUv(9^Drnf)%qxF%^;C(q?34VAC#L8}T-{F1fLVuOlTwaz
zkmTauFZSPBy7XDMkv{KmV8WgV7~hs1%Sq_%OaX{V5GiD_1~-dd`q=y##tlIU7TbqV
zh3vhsF~UbFeFMdo&$c!H%{Ssj6;FJg;re^}zGo!kk0xHXVXDUQ6ib9x;fb5)E~L#W
za(!uPv(PxZ?;;7oEt<iO?BoA1ir*>7`<OJbdjJxE8EoaH(<?$h=}Hz`tAw<V)3dE{
z+(K?d%mh=(jX3gRcQGc(iB~DdFi5oc6~-2qRG#uu9lUz`XK+)^fvLu|<@0{WT<@m)
z^~RQxR)(T_*~rJK@=tPBL?-sqiyG;9XSN6Q?ZcV)PPb#aQ_oS4Z^O7_p|m_lsxg6&
zZOixt9;DwEz8^zhs(N3q(B5V0q>)+6o7<cx9*F0FoWQqYaP>1s1GsY~|2g|6&o;HT
zZ)Tt8jXuxowS6^do)a{y7S7Rg)M4m;W4xuRo_R;eo{|KOAh8wX@l!~Uetk>s4O5$b
zG$%sJA^9|!Gz)sQfN6!?024!qE{LT<aYXCTH=}iUUE&*{0MfjMcDYQr-9*plli?rJ
z&szzki*FNRrOjfyF@8-ZUJWL}pVfk^41zzHG=Jk?EMpRyg*e_l;T!SR;J^`6YkKMA
zi?_7M)U>n~lp0T3m@gCy{(M6IDgFI#TU~_x=i=B7aR)1ZEf0S!qYw2}#;XVh1ICma
zm1nlM&!J>%$Rj`x@LCxcB!KVkUtFD9T^g94Sq5D|cPDa{o~xTN-M2=N0E!7H6i+PD
z_CDfdlW9;3k4=Zmv@VgnA$AZ+#(6FfLeznReP2(2Qyg!0K2(x5+Ui{E-yo+kh^;6(
zH(sh$0M{#8g_~k<J9zwFNFBZ#i+`N7u^{Ag18h^OZe!75dttl&R;E21hw3cVkOz~l
z;E&;wk;5|uhfZ5y@r(6V8?F@N=tmu0msEs9S&Uq5aI6GTKkC})!Vlj7Elxu-;El3N
zlE&e>cVYH05G6;_TLC#qH(dTP+)@|`lLO@fj<sL)im))@krz;#C{EtQ=g66wh!Kpg
z$m0)2^^-lfJr3zBk4X+xDk!!^C$suJfs@KoP1bC8+$`<}QgI?03+HtPtMj!NW*)7I
z>#Wpkey{(s;61W@GPHCuu|hrkJ%(|gm+YT--<AJ{BG%^-{|b$EOVKn{8|Vt!LsCbC
zi_$`m8>1bqf?sI_o9YGMe;EA4#WIvr-Y}JhN0Vw)i&7`yEH3US9^yqs?R`X6>-(?H
z=daZBBgwi`(fVW2`oE%$FQjW<sN94Vv(mCV3tET}F;+8;S)7SpI<AQlJtO6XsL;I(
z7dSwocEU<&tk+#0gwjK}<RF0G+E-8nlG!%?cG6R5w%O1f=2loFHinKL7FjYL=@>!*
zU}_ib8VA0<SSxaR1u0)6DSwJ4GNWFJ?C?7pkO2T*cOiP<h_P<+9{94$1+nkU`hTDk
zRK14GH2ug9!Gv^?6O_;4x3Edh@Dkh_DGh7^Q((pk0BnJ!?;H@z{eBv+K$)OGmC&wx
z9#$t(9*7P{X4+hID=biUOGxa#%|87yrZOg|{6(;5OsH3=l2fRvu+q)8(tXqIfOdaB
z?e^_7w%jMV7SrbD66P!77Ap<Q%iaphrwWSX?TREyc@YbNu#12=U^~YJ@fO&>wkGw^
zi1sJ6U*rx~*wgp^XI>l+$!w}()(?hh*aT86K0H=*nF_ik2F&tOStKiz)!OtINF#Ci
z8gZ*ZE$g&rU+wXDs*HzP=zZ%-Es|g2`XoT69@sO1@NeXhP@?c}_c>@eVrhy<9^Y9N
zNi!FGV_BYVS)GanconM$HyH*u>0pU3(7|ogu}1g*xfXxAms)ja2m`CmU}7)FOhsKs
z&CS%7Y$ZqfSw8eZsbxMQo6sZX5e>}cS=G_R9(ks}k{kVOp?$4b5gPPMCCs!?<rCd|
z(ywduk?AhPW2{?(qvVFK*O1ZDBSmHmu~p^M2iYSBa{I^`>8jZ#ArAaIr;qPF+8Z&N
zvXgfYJVbuFj~#v({{7gVYNt4fx1>xtt>l`PNpX`Y*KWt1YiCTwDgIpIRky@$=<fIt
z<D+B4#)}0^$k{V)J?vl9Fcd~itggy0nCRi@U$I=^pwq=UkIDNbJ$e>FAMN6vFW`m_
zfrx$hrRX&h05Bz7k-|E^UQO&>juDpz?moH@&N(rY+3xfk!TiwgN_~c?rF0OP8HTps
z6GVobqKI~SBc(8UZ#yG62n&%^GC8OjA*lvQhWk90>l3+x9&M9Jkx&sXmMvt#(k<|)
zW%%!3?7eC$$#J?^2r;?p5IzTg)W9P;gabdk!0uJxy>7q3p)BI?6}EV6En=o>?lE5X
zImNnKcn_WpR|7VI4SJ&zCaEp>Cdo}U0fA+qXq7#fs!;r<DSszzd$^48Uw~3FOxt@X
zu#3s4aa}LLcy5Z@FKdJ#)q$XbkcTv(LlGzw7|X0!K~lM$C(ubOoP<~?7l5AW$=o;x
zrZIoyBz?hwGcZr}szvatw{>(u=D|_Qe$eObQEg@YF|cG3tS#Jg4VXSwaLhaERQnig
z6;J>p&4r+SE(;P#N&C^de>@e*KDOndn8;!yLv$hZRNXuj_KnY%iRvXu!wK2GBVHs3
z`uAA}(_=55*~&`S=Ri>5&erm@Fm+YM!Q*02wqLE(lA392YnhN{puL7Z*M5aDgj>0G
z|E}>1A|B<13=W!}lJL;zFjNeTndBP_5mV?iM<sPD?B_@34CM?5ny>XR8y;&@z)(bp
zD&zq>oj1o2;Fc~I@XfI3s3XENf%5BvNG;M{kSd{FHBv0pCFd1Untp~B3k9Kfo0G&G
zQX)1p6z#;)FBWfmOB0LAk&IVzVfLLS5{w>7yIdfQK!iM`2pyc>Y&g4c`)m#4&}9Va
z_xbfF`Oigp&As&+i1R1CW4rdAxpd`L>55LCxBQ1+ubvEU7bVi^4W?B68dBUY@Ex)I
z)ks>p-}(_oWz##=?C5Gz*OnnzEgNSyzJp=}VFfg4%!MS#_uhIo#e4CC(tEoY#AHZK
zA!X6;YWnAP>(5&EDKbxQQ+p<U@sIeTSP}U=<DqwC|2x?)j(W8^4JM_=M0!kxy|$bM
zAkt8@?~xi6m-3t5zOGC9R5(mV7eIoxehrv=*O*Bu+(o3L3<8mED;FdP@;cM%o&sc{
zeJdYwVUKCEv9#&B*u&_<ahvxhB(%2GA(?R@G>jys1*P*>Lt12V16T#tY`KS<o&|Dk
zY&BOZQ&GL1i*iKem)PIYoYaYGo2HkG>~bmLv};KgmN<`PO)bbE^3leU9Xv4^E{OwQ
zCikrO2NYWNbk_;VvK6&WU<NVg?mNJ6B#sZi-fEJKcfAHn_JeNAV4_aoI`zyN<<=;R
z_%|7!Cl{cyHW5y2R<9zd?|smo_}$TX%6bjfB)|61xOS?z;PWp^f-{Zk^cnG7=ILYN
z*jLFeS7mM{;Ji(1tVA8iwg>J2@nPanHqoI(A{~G^U`{LZuDa;E{tM`yYlhDOWHj-T
zowotu=?SveNG^~UCnDYD?%ERXDhXS2qE@A>GZEyC^GfwS31|G(XX0Mceb-cqcUSS?
zOHW|#*TT@EEU%{2efAu@==X1pVsk<M&$edI7GM6IM}G7=uBrKs`}M2k=JN6&>6vA~
zzv&y-x4+)(?98dFm&ko0{rS@@PTRG=emW4#DX)>5!tp?xp@@5%k7uiI(6L{=R70ag
zJ)9>Zg8Rt-xV^x52m?7v`g2Ob$B9_>0)bB8Il9*rJ(${tv--N@#(M9DT2C>F=b_n5
z$vA6gdk<$wRT$0B1?)gUsYlRy=yuyF(S2-d!G8%nYj-&D=<i*Tn!%!?;jeBrYX&1i
zj=+j$LDQJ7VW_oIW}8XoClk(sLvj<CBk#B_4sge+U<(`s=8CUVGVi+yBOb?0zPu;y
zDJ^v(D)v`g;!I5Xw4wH>r4e-l<Q*CTK$`2fOt{YH3_0cu-!;$C{B2HILxw<XT-l!4
z-6CCw&h3=lkc7)Fn6Qsy5PAq*vUr)YxOeMF)wB!f5GJ}-9LQN!2Oz$};=uA1#sRMS
z7XTjQ0-wxh`iFRq;bDPclZW*Ubjct~(0+HfFwJCi2x=XwL+vu2_(NDHOBdJkg(Ot^
zRKc7=VTJtja$NgL#40;2Qbeu5gA97dmoz;JWEe?epaGg!J7IZ$@vs2Z7kLlp1tFY=
zttj5sJK6Kh3^OdFhxaLeX~*2wjQBxOOB0QY>Kn$<r{fWkw@2IWIS_9l-QL6@4s2@f
zlP~r5n=Tg1T?9Azlqxrxn6?_`baGBuq&liB#>qaG6NiWYXi&4(MJ>kJYX&n9o&crb
zoKe%TF#2$S7<n6P(W~722wo8EeBxs>QYp%Siz0E^NmX!F%W5!8ZF!vCX<}Jx!Ld-m
zXj%Qn(&NdhbLc|UhM7=*O>;*3oFTdO#k>8N2M!*->7S`?RE$W{Kl|0Rkfy>>!RLNu
zKQ_Auk}g@5_ABtUEjM9#a<y!z@B)sls3Za;{Yu<~^K@#Y`uYkS2g`@H1SSeaPmsP<
z>Lmvm!>pAiPk?<&gsq?582@70bhk=u3X15yfF3~a#aa=7R-k0e|9A4D<lm>oo5Ni&
zT!b3ms&HxVyZ__k&*AK!8kHyn6X5a}-6JW!{AUl5-*SWMkod3t{hbz;mshX1JFQHJ
z3-AE9sOyW;Pss<Oz^*TOhhG%G^JE55GudqZ{qwczL+RVJM^e1j`9qb)x71F0dtmhK
z=Z@9*DYx&vi>px*{1?O{mVx&Ydf>V{!27|vqtK`{crD?ddjF%LF0zwy{-&+-XIjTd
zQosmu|ISrG;npMfk$-0Nhv;+Q4`lRrwHx3TlD@-2*sr27<PV&_t?VR1@E0TJRf!<$
z7MT79@ugjGxRqb$J6-8P^ph6V4{tej5l>o*T)vfo)Ca0LU5&CnSBxzhY`Kj#NEe&H
zZfecbKk5=7(=nZim>puZNS&HH>K{*}?_gBpAV^y6d_L08h%^AT9cPPVDz0e&7<D9v
z{9SVqIcZcukn~t?*omBZC10iv1+v)(Q+p%95uJ8*oqAcF&(%Vn`-W({7q|u`n{iDP
z%Jx+VEtlS1>J$-nmXXybS%=DcX@_q4(kRU4j27$e6AeRaX77J@)5Ue%+KPIT3|~DA
zu`{^P^0+ti<if3X{kP`V>pI4BT;RQ_n=|{t-VZu!Q<593s`D*+E8lg_0+F*6sl9s1
zw|6x1MB)JxJCXTg)Ys9(7wbQI7EXB>j@-O(!#xX|i|Zbxr0~RlL1NRs7zif<0eOE_
zQMambr!0|BDXQm<B_Pc*ab!QOD#vf^+;8%KQQ$d^&CYk1aLBoxVAI^7j|ykK(|w!8
zF^6yTzY8S<eUiES(sQIj4-z}tHpho8c3epi{Lim`kN;WC{qafSE5^x@5Z|<xySV=8
zwD2FJ!M_Y%q*dnmubiJ>O=k0*4D!biN_n^No=>-~W4d1szQRZ^yr}rJ{?u$Xn9hE8
zMEWWB-P!jMBk!|fLu2aOQ>Js!4u&;?RVwMroY5Xb301?f<s;FRno0cH6e8Mj{14;!
zwc_}75_F4Hhx9n@hu2T+_cQ?YeV$r@(K1rT^mP1*Wcs|3`bBEZkW}z%e+l3Ev%j(0
zVF^Z&*}_mM%l(RPKl!aZl7(I~joqK-J+&>ZFXR>P8T_iOq372NBTk`J$YxPUp%G7`
ztJ8&j=8XTI%<F#l$=}$o1>^nw;{3kEJwSV<qQf_|uSLW~-ngDaU;EFOpVSyInAb2a
zmkE6|;rnPI65NFT`zj4bMSwSwtPl**#XGGRRVJkUBEnMIFIjkgo%Iwy?S7z^S5CQz
z0FG2DIlQP5FV)EURyB6`gwf{?2`cJ+t;*w>4=`T_?N|4=6pLf?>TL@eR2NJ1ub}V$
z&>z94?UM1ZFBI{RlQ3Flw320TGJb7;-}cbj!`<ECsiUoR0p|De#aE~CpL@!nJ{O?_
zJ#!%<5_Fdc2V*ojjEkr=M`DrB5|E2W<#|)fLYaAI#tC<9`y1d3*2HXRHYcba;aQb{
zXT?R)36h3VB{PCvL(mW8VaS&;R_%V%Avm%GKCtyZ#(4%m%Je~&s@|N0#l-mzj0H>7
zi1(cFmuXb1Lg5HC1=S6Z#k#}iK|&5VaEGK(9|tK$m1&g7oMOiwgrveW*%2cuUHm^B
z3WwgbuXG9=tnVe@Kb^pjw7W<|JWqh)@YWD&(ij*EIcP@b`s@OFo2om+^nvWNS@t*H
z=UHl)FAR7q5hN}aMb@N$G_5g6-Y2~B-k@{y(D$4~`8w{qI`aiT_+OHhyca-Zr96p)
zK}V-3{d8(6Ul;>sJl6rMd@3CMHixEo(kJjS98YusWtDquR%+Kg-ha5qcfeA*|F-zR
z%xPcV(b8wMV=pa0j356bbM484scr75ZOY?q^I;zBAKMfkBksivO{t;{gAdLoPb5Wz
zGii1n(r?EzI-W5(`Y@JAQ%pZ45pW>U>Tf%q-rsv4f3!>={7M<6-1ySIl{M*bkIDYm
zy2p<V*WY{Ywudfmzg+A$U7R<uCvaU5Xr?pd4l}6w)ey$B%{o!+`7AKGYmJmSvz0Z|
zkC`QaIoppp>lI6ujpri85j>ul0!sTFYFCM3ewTWynv@>^*hLbU!Mv2TygIIkv<|U^
z!j5C~gWG2hZ=<oIqCB2bqH1gJ8HSv?CYh3c6nx{t6Px-3D5e4T-pX*4vC)=*(q}_x
znb(l0Dk?&ele|te9+s6*k#!Hi&|W}%Kx_v%2_qqWYB`zN#?o1NPEs9cW54eRDZqj6
zk*YW1)}C31i~SKrbnk@GWI|Wf5y(vIi*Cuu8Ns0$!T&(K^zPfYQP#>|gn9%8IR%Bd
zsw&@CR@u3^*}A)L9#~U8%io8*i_>ut9=}yBob{}F@%L|8c6QiRhy+|AF7Pwr6ukwl
zgRZ8c;3ml;nNadPE3asbi!;jK*xEr=*H_=ug0fRgxKUQD{hq*kMcI0Zd*ye9KJqD+
zh;TI{CD?IMDa%E5?ddV0jURgcWW67g<;YP=Zr~rcNZk_BJ~b*LsSxijuk?Iq7_AEN
zpW^M$cn|pjyTAUT4kiHOdB5`H*fPt$)BIH(fF80~d}nd{>BTn7#kT2#+}ou4qHcpH
zVLqiSIPkID4<!AVfOlze)*YLrTEqvWboE_{a-n<eva&^DSR+<C-COHsBmeYC+lF!G
z+)6sOA{r^Bg)^gSzc&px4oz<D8!<61)3VLIhAAdzh-T!<2@$1mIg#bHzjyx3e8N#|
zwteE>gDI<8DR*5cb2Y7UH>>=eQ}r`T@Q_uAjai@ig*MnUg75>nHjurp-%nYlG*JGj
zuQ{FbXd^aYx!&&2d*Aa=m!TXQ%x~o*ob2j`$?A#A%^mvANp%*6btFoWEjpxYoe;_b
z1Ka@Vi;S@lh;VEO5eb0YX6)(Jm!Ie3d*{mX6~CmTj@0(f$L$z>0-1bqAv|mtYZE>q
z<0&%pDKda=H%0E+J=EKlMD#eYSkd|vZE;Ne)1*KXYyqNgLlp~CqqCtyHj^{V&iUvS
z^fAQ{yqElzv3+3rLWqy}mRg8ub17RW%2!xf3qldv5uF1DC}qG4hDc0sq12d=abW|1
zN-nN|I<!EUH8_9~WI?}KMzAf*;yiva(*QoNzQKJn!1KwyK=yU=oi`F4)p01vnk~KK
zo>BLC-JDHzpbO$oD3GC1;)i8da(0u}c`F<(77`y|i9DvrEoCXmX^E2o?+S_cU|^H!
z9pX6CZpgkeDj}Yv$}V%aoB;yk(4+{Zllek6NhAQ145z@F3flq-H!f*HD8$Ck*nl!2
zP|?_1>wZAZC~Kh7Alh8*6U;Kq?H<t0UUkx$nI<pj_PwWUfKnCMEt=M|z4cc<K-D@*
zYHto0LJhGjN3^fj_}u(kSEw~mSV(Y}F+)$HBxbuP@?a+1#a>>@`}X4sGPiXZDd!ML
zvSt-F1Es=@ZQZaBj<VLZ5Mp5hL88eN>R>jm9zucjfn+=ss8XqQOBZw{`e{oj3d`+k
ztL#Coa*^o{0^QMB8Jyv-lU)qL3w$A-9J;=g`iL;>Q+s;RFQ>$nDk1bKqoP1>=8{Ev
z6UwiGky^Z`M7JKKQI-gV7W3vh#QH#T=!sv8(=w|cGZW4U(*`$(GII!o#`g(421a@9
z8E(l8>_>;!{~=R0ex)EzzhREp%t3B4AO}pWDA$z{Y#UoHkNO0lFpkX9<%LoU*;0$v
z(p)i}<*z!+dOA6JiMK7l&DDx#gNaq{qjSwRE+%%B#-?k^M2v1iAn>G=#w{9C$J;`B
zi5X;IL5QHTXRG?{L=L9jb!O{7vTi|A8cE>+*a(>kCD86|ievK7hdqw@4s{_Cf^#m6
zbVL-PL~SrP(hvs7N5yOsVl(595Pe<XH1`mSOz^R@#4RFY7??m=dvhn_P#@{`ey5|~
zg|!sAdYuzK191p_=2ZX^Lh3r%pfW;vXJV0cjvALx;{chZ!S_9N!l0&&NP37ZRib%J
z?;~2pmcmC#etAPwsCmxCum=?=UzDc+tc)}iTWq{>hcPV-Eye`4_F9zu88Otm>+IUW
zsr(UDldS}34U-JGjA!^5_D1BMdBmH;3j)luq*ZLit3acKX&+^F+{*Lim>_y(lHbi~
z*!Y1AeESBqjVy?X;L`m{-6z0Y*588GWArn@buRY=2b29=><G-;aw^fidCuSu3jX^!
za-vHN9J}ndM-^(;QyS`(N_Ka3YY^xHl^pDRSW8Fn-0Ei81xAi*S4F=0V$RmWR+1~G
z?_4_oDjDErut<JG;j~IKi81_>fhknE#=-+)>CRrp;!U*<Lo1i>KV{y6*I!;~Yzja9
z9?v)tO&xr5o`c>PLpzh5VxRqZQ?iJ*dMm>Ke#GS(d|iIUe-DB=e)7Hg=b`Z*lF<-T
zZQX;=-cX34Fi~29pd^?oZJzJZUad~fR~zR1uim2ahrjIE+19ezM)h{MC5ODPp3>7D
z+|vfS%hLhp8TD&C1lvD#UaX&K=Xbo?{Q6BA*%owq?P|2T`t9@QX2OE-Nlrn0aca@X
zY`#*knlbjZY}<7F0~^z91P>2VKtNiILta=|f>%yRoKsd%5<8JZL7hlO8GoX2q7q)?
zk=gPxx|9!!0~;Bo<JWwKFtvYc8@(l3JjHl$U@i@AWby(l^8&g&Y?b8K>2B3{uKXSn
zaZ1qj76K8bBmOekcp{~+cWEEUiU>Ey?w*y{a9xD?m<t}84F7XG9)iM7z7(H+DK-64
zOx#mKiu)R@N9XZe&#DNOd1aOjHZ}#>UJzeF85QnQbTm0YNXab;K5UJpMb!lpjRjLI
zo@fV{0T<-zb_ywHq*lGAc<bj>4vK7WZ>Mvn)Ex%=G%+q5VS;FHAs0-QyW=!jD^Y8-
z%w<W};KsYjJgBUYeF&d?sEmeuNM!_8o=oROI1AbsRv^bME6<xoP*~Ad&~V(Eeg2mH
zqao;ra6&<v`C}vf;AhUSot(qpoJXEQCq8tq+TuR1ICSKV5amx>cY5a$BCiNTcdXr2
zJ%i|LXq4Ft#?{P?UE8xWWXb}Gzo8Q#&teU)px3p+IpkPM-2}jU<}MW?GUA_pj>5y<
zhOaMJc_PfVdvfnjSvJ{sl5$EGzp)lBHm%p=SQccc6gbUrSfrrkMvjqx4Uu&w!=s6A
zR5<lJ2;_?XDZoJ~nY>SzB{qaW%)-ct`F5Q8LwUtg-iVS^%zE~8h`OV5I=H`>r#RKz
zc|I3+Dy4neGD6-wN^)h;Guo8;i|T|mA=d26h>_WSOOLRzC~=~(C}}YQ>c@99Y~)st
zAph#CocDr(XK*U1VDV)f89xk|06&`z+ai*MW_M*IU9l+r@BkgGi-f@r32*VA5{E~9
zDs+E2C>l<Jm0s;8@7q=Rk`KKXq_hye^p2PQO7y{8JAqiYTSGPmiK(AM53G`!ke~ti
z5RE$pbi+_O3xa5mkzYAodGP&T!*$Xw7-M|<RlUNAkMI6s_Rs!-J_#7R;ULER7LWp9
z9?eJK0i?SynSiKu5`I{~b0n4oO<dk9G0EOsidoLa+1PCieu*hHOPgpe$*af;?6`Lk
z_<Un=0F-feAlMvB%gXg#gj!{<ujM)L``BN_>>t3>^>rWU(V35Q2?Z{yrVE2WGlDpj
z3D_E}=l-wM^zdO5YMX)phw$sC1TKJjK6uIMdUv(_(W^U3Kkr=C7H)+#Zy-7F=o`y0
z%3T5(P(|}uj|UgzF!gOa!s9jBs-VERh1bomk@k7|wibftX4&jy`Rz##>q(BQu7q;7
z|Krp;KArD0#qM#_DC`1lsk`>{OZ!`&PAV-(1d#ju-p#t_D!k!H!6)m`%_A}3FVbP?
zI|QLk{m7IH$l8N@dTz;p{#|?{+;1G59MHR!7uMISvv0$9Qmf{-6!UqXy9hwc7|s?`
zlS_HjV012<elDK@mN6ienFoEGA^jwEq-fgHzQh&u$qopny(n~9*IN`jy&${Wlm5_U
zCr|v}Q~z}#K_spkee>e^@u#X{%sxM+vti?r#cTLqeay7c)els!(~(IiF8R0_T%IVx
z*RAm5@@cG}NS7wMD*$vjBQ0_L{R<_k92iYCkui|6Tl>I|y0DhS@1x93p#Mqftjk*e
zh~%Gq!FUW({^ZNnnvq=)H1bm?^N$PfMlj(U8N7mjAnnLy309D}+-(23I6V{hI;*ql
z3&9P(4rh(VJQGyD`j-&F<a#<`=!7xP^C$EUU!Tmp)Ta9`T+S{Oub2bBc=~K_bg>&O
z0sQB5dHChe%G=+c<i94}YLy4x^iHm{rCd>L5~k4p7A{lDhvVIz;c7sq<(=adO1Z38
z_KxSh!&qdZZ>QqI-&Y=+2h~fz4qh9XjS4rV?@Qg4W^uSnmD(>iWnSf3{zTL=L%MS8
z_nYFEF;A92F<<<>&K9TcWu+MWpxOSg?jT^pGi=kZWiwKw>+Hq%AP;sYZd1!HtXQo3
zM8?wpsj9_`z*7F_mFA5L`pqjAFMW%yFO3JArv6s+3SE6ZlRsc!ZJI7lZI^xg(=8aM
zuk*)G{alkA!%sGrLC_T-c$+$eqXBcLz{91-Mf*&p7I(h1nrC<wbJ9JgUIPBsx3{Po
z>oCoF-bDCP9ad+{+bd=-j4CLqXCc+Ij21O?tCdXOpQf)qOYK~$46JH8e?dY2FU86=
z)q({7&ZPM}_lo*Wm@~}<^rC!v*#?5qweJ>qZgH}&<F8Z7*`kv2y_$bd7qY|<ao~+w
z_(1>i_0Y!@e8J2gczG;&>?uP3&OH$UB`#iZF$L~O=uH^%9NMj9d6V~hwOaTYbz-8F
zl$7I+V`OCH?!>QL+0)qS-?!WkzM3MC1*VxFbxFd$OhtZIdBFIl8z7w?6iQ4E@}UM8
zbyJmDmHUhnUGh-g07K6W9`GsXvcBtDpn+Tv<C&FSOlsUz5BzGcjjlPCFuvx>GXBG7
zdLE<`e^W*SKl^qwlzg;@pizUcBSU3^1wE}RiT?tAAQ2QBJU2l9W)fN2((#56t8vla
zO5+%rXQDbuBVJ&`0W#+c^r>^%RklW^Qhx}u)mNq%YPTZ!bJ9O~v*3JDGiR@eS1*U6
zz6Mr?shs0C_{ly$d72)ywg#8jyJGNI^k`$cXw`g&q{da2m8w!b9!{dmPL%nH?AoOZ
z0vzuqEXhXQHm#RQ#)oVXQ!e@KLE!CW!B&Zs%$S=*Bu41CvW&_1+;7^WPmIm4hp5Vv
zaCa&{Ct<tsG!8~QfSMlyUuecC>T6u<q;Ot~#R+8J<#k5qPm`6+;x``vZQZw9d6;ci
z@TfSC$~LDXSmHiz-t93``cmsgS>vk#s^*u`B~%1cV8`@&F9EzAmFzB~#xx!>N42O#
zb=0DBEbV*oRxVIRmc>wL$~#qOujJYJ+>fDy2C+}On}5&fgjx8kq#k{G`a1ZF(rLN&
z-+ML7zlblS{X$u3BBX62=F|G;CAjCkxsAw+-jMTLDIYf*w{y@`YsND6hsr*_N#}pW
zGj@x?5ejMe7@j4h_QO}rg&{(Kha~2t-T3hf{oq&5j^4UYavu4l2WV!dA-|7HOpeTc
zUml*H>HfAb_iboklmKuSLWyX4NL3+2p`NoqRB)|NhxPBk?y-x|4-^GX8|6_rFgKEU
zEtEo?*OD+O+bvQd>J89AoQP1hP(H{(drxv*gOlMoTE|4qZ)JL$Sgbj)leD!sqMNW)
zVo48FIYl@<;X0v#Vco!$TDRSxt0{pHg5=SnDn=t?1u$4FxCZC!qL`_LOAMK{ne@o%
zw3)(5dYD6=GO2b`l=)-h%$eVQWC;Uc1tIZduL;ThP)T)-YcS^p@fbMz)sd*^iKM7%
z!5BEaB_#zafXoDCmTiOc+HS$=Y;D+|5~4K7cEZ$(UOS}UOK)pTY-osS(I{n4-sZK)
z6<;1|?Z5r#rT#(Bw+12yCD;ydB#=<{j|8H2fZsd0B?|-vYZVmA#Kl|X$j7kBk*$*@
z;YS&LL(N5Hf7AEIXEJ{`F670xu8y7GRGxS5_pL7%O|_>Vht80pFZCY}#EZJ>q$`Sy
zo1||E-RIC1gFm4UVX#L-5Yzx3Wos$>h&AO9KwShqWJ)K-uSH+^9D2o2ANRUG&fr9Q
zHj_mbBxPCo`fz^a-&6Zf$&1E9E7cipp?F;mQy~%4I|7+Tq4?x`9QRpixS?AEFP+qz
zN+Vjhqa=Awe%b;nID<x&730EI>~Dl=t@!GsPvG3E!s76j4Wb%y_7iw^VXr*h`>U_C
z>J56O<n=q@1)dPY?F9_~>t|tjU6XnXi#iLv27_<4mS0<+eEq09E2cN4_;^nGiTFaz
z?VqXC_b8&CQbgYIjw+HZ&lw|3%9RbCPJP+)(RIH(Xr|ubJXLEblmqiPsl_j`1xJoK
zdoXnQA^9O&yI;aDE8QCv8EOnf#dX=d(UCwM#)eEPllQ%6T<auq=3?|k5ZZK2q^;GY
ztqr6-8Mwjjcn2ZC9=Ot(q!O@%?aF>Jnf>BOj!Yab)#z_6k7$hUBK+#uKr&E}u?u8n
zmIM_%xu!qFPF2SSxSjkN_ObNT8}b<|$cm1IMbSqn3V9=+lKf`}Qc1xPNlyX}u%Hjr
z2nA>Q&MqC2cc|M>q2)}PABo^$eyw(<8%vwt!d{CIv<=*-?4O@yaYbQh{4aE_)w&(5
zB?_-++(of6r*wazS&H~$>=UlZgBWGjg0Gcu8!B0;L0Zau#ZZGk95bl9eg=isv5v>|
z%2?xB;?H0eRvI5k(7Lkoals4H52*G=y2dUlZhD9ugdn_UZj+9A0~|GRPBJ%NH8M9Y
z>0q3o*~^EXG<T|NVpYV)kBMjGK;NA7!)ThJ0|DU=L)pk4vh}!X_D0BTsQFRXYF#eo
zf$Y^mPq^AOTl0d<CoCyjVW5@UFGGbBStnzDthK(VwfMFu>@Mh3@Om4>2qG~D2>|?Q
zgxpjmy1W%s>ApRttL0)bPCOHglFQ&4Af|_~^hAU-v+yaenL|F^Z_Xz7<S=e_;Felb
zP8X%=7j#7(D8tl2qxZ*EheV&0ybgEKih+ew+X&bL7}Y4_IGwW?Bj^{RMZrw(L$K!2
zfswb8HM%56?XtIRy)zxN?Ij+%)Mu8M2!4G~;v$!(PtY?sY0|nxNxLEn)F7NpoY^)+
zsy3Xr79y-!!nywRW?sH~@ENv4qO=J}@=`kAYD0y135Oh$uVGFq;RFA+OuC}H2HyG)
z#0AZzJ)a8;7|4A-knnto!3XkJfN4&^DZH9)Af<RSq|V9ZTV12O$&%CqcUMM$55!H?
z*`zj^+Gc!C+|D)2_Q8U=T|CX(xOL__*+`-|yO1^Z$S<>e)?R0XU}pfGb-q(dj$K`d
zQ7wsAM!!PXJ5|Vl0HeyA{>iEEu?WNlLRSuy0`Q9MRU)j6%x-AsA}wnQ02!2dl9i|@
z9nlD`FJ2)F1SZ4R{)StG;K1~pXmzc%v_JyMP*;FK1r#tq0s-PpM^TLXl03xAe0N9F
z_;}NlNNpU-zJ)CTkGDABKt*YKPjm<fYD=Zl5aHU!ZHz@Nk&>CdE5sJdu`tFJ62Ix^
z<Pd^*C!B0&02mb}U-7uJt&Ja_0L8v5!^`ZbY0gkHfz&~i!#q=AN#1MdnAs;^Sa0Wu
z%D&KvXZLcA|B^H&JDCRc*`1_h&hrmZoD8@U@lDKSm|FI;j@&x34;`Smm@w${0|oDV
zR(fScbu03QJ7fzbN3fG2CjZdaMYMmJx-Jmv;{)xy*lQE;jwFAhee*gkU^#8S5cbbt
z;to7(h;yfvTF3Y?rjwr)JM-~|>Hyn8!4UIY^KpT&IMk0O>OJ2AxF%?^U*#XC@cTt?
zapkQ2$wxn&H8#Hi^Pq-;lH?rN(~$c|x@MD1To(uASmnNdcP<iQi^V0=h9g`sLPBi9
z;Ql|Nk34Vj$?)mq*ygqtJfGfg&xqTOKp9o|<!PX8olVg9<La$ztNltUY=VlePWBh7
zUN1_w7~ws=c6)!lLALpBZoZvIwo<P{nZ7S9ee7tjm%sN}K~iCAb;?ZdTam6IBg1e*
zy_(C92n3RwcbkWIo0r>hu-{2_ut;5<HzIQ2*l!ApO$okPSF%<*4}ZmRfjwOBe*T=o
z+l$JF7YEkBaN@h?=0*uDvbMCub0a-HCp$YnE-no&6%7?27>N3AX*Hp97<v$KI=4Gv
zk{dum54lS)$AH2+7*gSg({7jzD(neDbWII)0_+*rg)?-DN`)Q~7Ur(NquOSWf)@qT
ziXaD|r*Dz+1it1-Ao`8_NLawV6guj!gw-#r39bYmY4im&uVi4=kyoh*V6)?4!)Wco
z?(D*D?~u3+rbvb>6Ke*bdcqhop^&`=V|80Z9Wg6~VIB3HSAm=i0n$+sTnZ}jiephI
zcZw&$1SgM~E&_rI7EKC|TT@#wL8q(6hdmSoX;>E&lGV{H(j>kh<NnLP+C5BMVuHeI
zzSDg1f@qy%YDzdolrXgS4;}3mQbx8&Ue;bt)?QwI=cCN_Cs~SRi*WX8TM_<|AJs=^
zf@DX+(37gI3xg=oOeD#iM##4=@C5N#RCD;z3nE$>EU1-vi3L7QJLnO4gkM-|_6s&5
zY*qD7Ap{cbfFco4Z`d$s)6xSZ!^9D@HU?QOkDt^UST^bjELSid&TAHg^Otj)QpLd3
z-a5d1vKsimWHN<a5PhH-wpI%H9HJGWbWT~m>=*r#`Aa<UEHQS(5|K=UPVXIx4!v<U
zq|Bt%yNIbx^XE513>#-SRE;#uzm{d~Z+pw*|E>5!zL+F{A>vJi>ikn4X_l>)x9K%a
z>Fra7e;qYsiI#fJ4x(GWjeh@8=GRj3GfD9t=4Zu~Cs70vcMBKQU6ORgit<JL_<)B@
zio$FEPX4{nyjrQFURyQ(#H$&OAQG@G+WswyKDF><cRsKw+Fpgsw4)qE*yC*o{*@sD
zJSTn&-ONoQGT4<aulC^m*hz9>Q~vKNt7EVMh#Z67w2I<<T(%ZR7EYUv^XK?(nq_0?
zqno@YIr6F#krsN`#v}UXkS-#Y-oNx;8V&>&PVAp=3{uT*p4APy>WbKHMa@p}xfVW}
zxAw4`m>;yPOwub5npj&R<XgR)9Ozm5cMAMI{#WHJLF21pQpqcJ9p5y9r9ETi6Qm=X
zfQL)c)<$nBV+#nT*duuM;RC6aT<4Dxq@(|QF}KPtw5`ta1MVPy+`*T9{u4I0fxLHj
zmG2t-1OAlfa1I3uKhM3t{*6J+<26Hv$(?fxt!~zSk{W?iD}$}i<wF>QER0zeMmr0m
zm-5mg@3~rbkXCAw$oK+Hu}9o=OSm<<=ulJqg@cLiku5Y8p5BH)y504bvNv%(x}Yf;
zr$}`=q2=YU20eJ29*r%k%{xyXXSOucx7KUL1Vumct#wih3HXq&U6+*BGx~Uktl#~h
z|93MdfWWue;t4Bhm*IvxFxu<xab3#g(omrL>);o~H`E0veG=LE5IpSX6z%#7&F1&F
z%nCUy<s-4#!*OPU4@`k(DtW$jpmKKlmFkrC$4OgJFHynHBACvKlSeBC@IU&P8KbLR
z>}4nAJ#^h`dFz!jx!;d`6f^g4Y|D4!eyoZ(UBVi!yNnuuP$w`Ptw>S!l(?IEG;PAL
zB(FvXIAO?}FZ@s;LWuB=Q3=NM?e*Y}f+5pRx07G9!u4iP-#>}MB;I5IaiG@mtTDbf
zrrV<=vNNCU%7*wak$ldzi`|XKTMEo~bKKP&r_W7u+qtdX@#0cX+H3^ea0f0j5!@nk
z{iSECP<D2{q0nkPK2S{YkM*mgn?FRJN!E@>t7C|B=u4-l-(RS{TQLXK%8&}#qlsEM
zN$LBUJ3p0O2HM~nE~XwiMIp2I@n8M^!8Mi$*$IS%zaLdM1JakjJpRpD9#(%`Ht3i)
z`S{hceeu1qd%Eyktm7RLIs|Y?{8hy8fxlORNy@zs?_O)+PE;*j6lw&qRvFAsvP1Z_
zAdd%*8S1*pb?G+Gi(}q3WqDPFHWI6K`&4;XeST5Xc{boT@g=6?ZTTvz-HK7<H<5o*
zzncu*47Cl@+v48O{J{AcIBt199YWbo!t}dQH!6E>&$dz#FCM1X@@TIb6j=&tbw0`P
zs^UC-<?#3H4psT{YNK7tn(^K(tKO5|+3e7}_d@SBMHu}GpZ}>g&&ng6ZLfQ};TX4}
z9=9QP4*fEOX|4Q$oT1k-+Ddw}L(SmyZ$#qLR@T82M8(65ue=lPKoVsEXFbT$Rzy_+
zieELif4cgKzw`l;ew4L%<LSEsZm4(hG<oWVgk51Or?Tw@Hl_Q<hPWfp>JTLYwUU;G
z^6@dr%ga+xXmfFGQZW6Q$Wtt>2rx9eqD+O$h>Ax^(D@j<x$|nrb#H~9dWK?A947Yq
zjQ2;Cu_l_qlYmU3aJ916kt$4N-`4#IOhSiRr{mO#;w>xBMwOfQC58b>7Q2e)Y0Se!
zgO|`5)6<D~wxRw#%yYrN$Tj5c=ez*QfgdR{EcXiGyXS5}3CvU*o@}zUTix94u0NB@
zli2HWJLV_&VKeeNt8Y3eu9Y^fXzOS-iwjyd$FZeo#l4#4^Ug_3fd)q8El+`x6wBtr
zr#)D9w<m0`&b3xDS$yB;Zl=)x1((_I`gTG0RMG>z_u>6sg=(g6@dj*{4o_-+bwy{k
z8$J)-M8Pju35R5e(4<h-rszjo3jnsBgTxi1zx9qrX@FiwgOWy|d$5HF8P8SzdU{Dl
zU4Aueb&6M`N-Xi7<=`;X^GW#*^$(>cr;XpnzB2mO8%CBz%kfr|>^FnY)H~mA%10%U
z(K|&saIH*!`D*jFbjo%+Te!>WE3xvNuZomTgnMqxf<MpGL*;#*u=BeEG4o@3&x}h~
z8b@2V)BQ&kcbh#{UD2WQD&$s4g0JrB_{p0D-c|9IF!NTl@>WB%8FR1FkW2TejoNmH
zwpttJAbH01w7fNV+QL$Eo_QHo$TV1{KjyiA_wIc|#y;&6Tad~6qDy-^cjtm}Qmy80
zm#Dl)-fOdhwua6RVKsHRNhwt=98VDKl<taD?uwM|%T#X5f2u6bs?7fg<`R!!JUgrj
zN^vUuPYQ0$A*5W$&ko-`x-fRibPcwXcxfjg&825lc7wWrTBA|<jO^wJHUN=ED3O)w
zJYjy4I6R(BgpdF;v<69MA#Q`M=~&NVMd9&Xa-w{K5GVdDf;F*A$Z7|v8xXQfsE-Aa
z1%F7z@x;Y)#>zGnp6odfg>oJy+WvNXV7KE2a%OBt-Gsd*3)M%&qp$=+rO#RzHszZa
z>;xzS%_CK}B#pF;j9j%=Vh+8q-g33ya&p`EcrXMlQ9S{2Aj6F_BTO?ROtPcQlyeHz
z(wiI_6AUVIecL}%QGQO#-Pbd}J#Ee=v795WnA4zW;oWY2+P-oUv`o^G7ZGf!jPZCJ
z5_tjJs(}2}JGqWi0o<><(50a<XCS-Bb&f#J3`X1=h?3@0ZRAyJ;?a0n)aO&u|Du%Z
z;+?d_JLFv(guEBOv_H3qLnXq1M>Ah=B$Lr`Jhpz9TlRE%nZ#u^RM3M4Z30V%a12|8
zePm7z_06(Yv21<Ezobvz607!&XCwE?@UtwR8uMl&j&C*ThepF9hFpKe0`4J@Ln%02
zu5Z;D&kVGr%KKc4@QBQ)Wr<to&>w{n!(sl%iY8NRF6&hS$>zjo@_>rMz|r3J`{&P2
zP)r~4(-sD`wzj#Cy;3e{Z^AI{%r&xd@3}ZiMDBS>%DamrU90(-!iyNPJS_xP@4P-p
zAAWh~esjg0<_g#5r$6T_Sl?8b?%tIz8T~Y<eH9rCzM}7Cn@-`K(oC=}5`^9am)1Az
zY)ohPX;tKrnT?CFHmA5U+T0z$@c?h?*)iJ+n6uZ(XAMXFv>%IEKNbVEXLSz%;&23x
z1Hg%h-e5YvjoHWvT4j-&VyB1LqpblMO(>5p!!Vu6$Y)0-&yF&l9X0D5l^Cv(N_$e#
zG*)+$O8co$thqm}C3!5hq|b<z%7ng?mwWdKj8+Q!EkfMFp$5>U4`!^=wU@bl1fDSk
z%mF8x0!#-FKvIM|&IzzXOzL*xB{a$>+D_!XYIOc7yv)cao&{U2EV3>w3;mOTzXq#`
zlit7+^cDR&8&zHson0|B7pjCvaV8_sOYyBEq#lIyCz1_mT1t4HFJ+aAGda{Jzbrp=
z<b(6+J+yi_<8UlvlC?=3m_gdpi>j=~>$YjFm~#qi*#}ez$vbq{?f-fd#Cy;9GIuW1
zoKtcIs`FVAzjF`13=PfT9FXlG8jn6=v%4Z<Q4jye|5mj(8buBwsZyUbo6(}N)|eEd
zDeEO}fA@O;;nT`2R1++;rToWB@luBUGvpt;6yOu=nT4Aw-)K|X_H?)RGbh=mx}2_1
zgirK~MiPG-`n~e7M39hnGFvTIwsB&DU=M*d+#m|4NAJPz2?o$M2T_$|yBqb_SJ^Ly
zl3-OKB~-ctjRM8|#B2bpIRy08RO=l=6%tvT?n1^G&JtN1Zo@&E$;e4A$_YuP=@vy2
zeKkit?h@x4a#|mP?5j;a1@UNRI*L7>jn^;H5?7=B${k~q6O9%I=?}^bM2OCKa!?XH
z4H_zI=Fw?P$~t+w`3e&%IY1^(NLW0CQk=8k0qGS3a{R7RPJ`vXL|)}r_OY+OVdVcK
z>CD5S`rkLs7-p<9_T9{&D6&+Rgqg925QUU|$yO;P`^?z4P?nG^iIQwtvV^fq_GHVx
zhwRH>%>2&h`}2<(*EQF5oO9;9-}m!8_x-}ob*pI8=!7vF@ba@8TI&|X)0uT<6*_hf
zR6D!=k*h3Dp8)ER1&UGdWxgw^sTX2BH0*okU&~$VFq8q6IJ_79RO;~LrCfw`2`b5v
zxVU;{952GS4oZ5S^+N?xmR2g4{vf^Q3QbHXkwTZ0`_pL^4wP?{Vafs_?&%+uzx)Dw
z-o6=%c_)UwGm`TTB5ok0amfgIT?6tHHYSg(5QDDFVPYMIp7^M&h|5@f9()}eu^$L3
z&nS2l?HtsCBOWY0sir%W(QBQnQ9mZ5CO|1^4~R}fvMu3^5=?BN(L`^fjU*NhhNNOf
z&c53t`1WOvvT*?AY=6O|h|rdiQ>O-Wqk(CcBDTmrO_YTF)%c;@3X9?T-+{^}sNqht
zg}`l1LAO(o2>s2EWR79|{c^{>H;=TgI10=@**ADhzE`4MK?{kX%GQ$Z9Ujl@woxiL
zp9Qlju!i?np;pj8(j~ugbfc(q#M=qW@>-9t_6V6$LU|1G9Cl07y03p$6Pnh@zH{V3
zhOqvl4N7^3VQRZ&KRf!kxuUSM$%o7cYzV&hc#+cob@}8J)D9;(wvC6d#E&$;F*IBg
zc@)hV8(+htB^R$k2Z@}6oAd3cMK|5vv5<62&P|3X-iL5f<c>?*)!M_4sYw$(oD*@J
z6B5RmbD46=?PWuwhh>AXoyr@Gdp!9%x0!!k{~6|Zb162cxIQUV>CJ=bG0T&)&E<eM
zN9gat2MceN)N6ds8l)^{rvKocJMOK`4;?NJ56vciZfN*eS9c2~D=VGo;=+~xfk*t@
z%6U9FF*7MKnfpzmi11qu_H;Oh04JBwUtaj~!q21q<pAFuRpfEA*jTSx*Y8UM<Mfee
zWsNgtKoyK1k4^aAz3XRbSp%4=Gt%n#1g{J7U$dt+4`OC$W6W2r%j&(R56RaAfyn|&
z=#t+j94#f3prDBGWQ~JDnOm$7)u95px+Iv1I^7~90E&~7_mNlf{#LnN_I1Cq{5=gj
zC<K|q6cNq*51qK%>K8y47TWA5p{d5}NT<Z95e(GN>Ejyo=v&(QCx>TRt`b|MyN0Cs
zj$zAz9<e4YsR$wtlekP5#boJ%dBt|97aa8*Ol=l8hCygAfJ)lSVLV}ncq=^uk!VzQ
zXvc0J8&ydsowrf^eon?qS62?<nUlxx9SRz_m<X~L+_HN+YsY-$lJXxy%nL6cJ?*=2
zcPj0PWw2M+zrwySvR(F^YxZB)?0<`i>l>D{YqwXIrFXqj{Of)+OvMJN{RAOfXTC+O
zSO{_qz(t0+et1MPy2Ud8(}Qjq#;qF0tm^AL)HU_hHMI<IaJ{FY=K(5Jh#$=&Zk<1a
ze88~0H)POrj1uhEelF<}{x^2$%N=K#;jA$kS@0j)%*Zo=op!4>8&+`*u1Bd$r57uB
z^Z$B1-8W?apd;SPliw4Kybi*@H2HJY?=t#{s)PuK2y%tM@C-^5<B$`>_xDxn-&X^O
z{`mB6<FreLHeC6|dRHu*@2;1n7WYg^_x-up_eTaxX$?-FHFX~R?Y`5iGG6qud-NW_
zgOUoU&kF$qPXOE}vZlrF05t^!W}+1%wu^{}C&4VkNPJ8-Ib)EnKs*uRq&_LQ^}Te>
zKWDA3bnQEOngA3@tEdD1kHMH~I$9_!127N#qqT(3qT@uVb0~ZDxEE@mJz%=zyno}n
zjk8B}Tk<O5*{>0)fGQ6m=bZfMXq!>`m=n}k;Lq>`UbKMJP`wAa-LHse<XR|;J~3A6
z$o`UWR-<^*y4JOjGPji)iQjs|fRJUS)Tol4`E4KX&c>$X@=CR$i{oiz&GB;&erg)?
z&S4=U{n!YMtdmLLmEWxG$|4|6Yg^8Dg(Z<@*0yvxm>!d!*F0cJxNYJw?9$Qsw_8Sv
zQ|YeXi!>;$E3F6FtizP5(q&n-JGjlyq?(3}){)n+jFc^<3)3En)N-4{NGm|@i*K15
zOc!!c8#PGgcL(3*hc`)G2+XtGuH)c>Vz#ZyXMa01|8r<Ao)1}%`CjyO^5@V-(2bE2
zNpIcc@=IW5QAdbO_t&GvYo{@)8|cMHKfFg!*R(Plp%;y?L$}$aEjttEV2rs_<>bRp
zIjLUM2>6Uumc^YM-P)#mg{84We{QhthStApn=;yPk$PIeUi$|+^{|X;C$$6mZ{Ej2
z)}#DQN)+*r{)XeZgYwkV37*qGZ|GIb8LnIG-Ct`}wR#_@vOsrYM#@WPPpXyo4heI<
z)y**c*TltEMylr4xxiwh6PG;DVkElqP17jjuI2#*xHAq%f+uaME6p8E0C}6iUTi`5
zg+$%v&BMv;wII1ESS}OHh0qM~)+E01Znf=Cz^t`=Gx*#oWoA6$l2zQVK9fe5v-j-z
z^7vZMUe!47x_6EY**oCa_Rml1q!p!edEPh&BYl%9hu-<OzpD9rc61@s_9ZOv+6cAX
zbtZJMQMMD(n8g=(Rc&{QOoACC8Dl<;r3IANZvPr-G5!-Pi!aV!d27%=@+SMsC2GxA
zvajDxeS7WW<&TKIo55;%Cr|x1VhdkE%vz5Ke^IZ~b5E~m0wD@%!r#$K`|T}VZ({QX
z)GcXvLG#E&wjDb+a;!6V<xy(Krc7M0qSF4~eWFBC5W;vr@WUF#<o5yL^IpQjzb3@P
z<0-v`B29o}?Ot+p$NF!{*p}p!dur)O^vXr1j-~W7?Hj_^24A}6R^1@4h0S)8az2A?
z?ua%qt=$*j{<(0R|K$7YvDqQzU_TAlJNi!EkDewdKlpzC>)7q`sb7J9HR~gbvqff_
z-#$j<csqXI>hM}g**t0J80ux3i;?y)PyEmwFQU)-*8nPD$RuJkS9rO_#XB#Rd0|95
z`p?%zHRrYb*ZW1z{7M(UJ~CgK1i3%G;lB4sbocS_vTf;)CUZ0VQe?<ag^-`m!{4mO
zlw6G}QPeL{yirOx9C(kp`m<D&h)dj3_yIUsH_&k@%WM}b0v6MSzs8y0@Glb2)6V!U
z`qS;sVwF8LS6jyQ6?gRoE#dapeL$u28Rvm4@L9n2dljvlk#3%tnaItX!oe=U%fZ#Y
z2ZQai?(DH09_}A`9r--*srdGy@@u7{yyEYAyY24ry}G(mR}TW!OCUQn=chw1N~-I`
zi-}eMmj%wrqZKG{m&YU`7a@R)zY_A<*}M6|Ijm0`EtPQc@`c^sOiTAsPuQj8h4zy-
z#d|~bAqvk_pNiwQ5mp`@l-3>eBL&<X^)#r8x;<k~1+g~#Ex-2rn(tQz-r(B{m8@Kv
zkVvR7>zeW>sk@0BpgN{U_;_&}Q;BH-*WX9ywv4nf@W)KIHp7B>w*#17<ch2lU&8ME
z!pBBtG5E7lWdLJir0u~tvcbP<&TG}1bcHuMK~f<dFUmEXp_cOH>FT9`aRhz2^`7y9
zlJK6bYTtg6s!t81Kl2cAl^gm+1>O?sQk06A?dZbcZ|kVa>E6+&eW|HW<t{pl)ZC?$
zUNuW?x%H1Qy-Tg5(nPNM?h({W5Ah(vStRS!z`-wjkB_b9M&TS^vY4!|vkGb|^+h~>
z7dzGfe|`(S9P@;%P|+r6e&O50UpC%)xT$Lk3JG6EgPzVnd#J)qvoF1x*X6ZK&oSBF
z<eci}nCarSy#%+t$n}pY{O$aE?i+LOwd5o&rKK(#ckOm8`f2Wd7rARxFI|5t<BnMG
z7p{+~&?Kjjn)j1YlZL@opK*a97FuxzCSeW6QB?tD;Rg7^yzKIKr4u+j6uN=to2cQp
zqyv1omUXLd>sQ~_u4(Qtn@OY7fXxbV3{u?WNZ&HXMTQIrCeGP;GQDo4jk^g<aE?JK
zp|P}1>X>n$Es#j1;g;9i11t$9VxjoysHdn^D{fvxA=xzLObC5T6!^V3F&3C2Pw9}u
zex@6ezyzBtc)IF%N?6@jr<)>4b^*;U<W?*ha=W3Wr5Eg|-vvt)cO#rZyd{#v_}*Uo
zg(u_Xo}f@?kc*%Y;DRhdK2OlgJg5CF<JAnfim}NJfZRs{sRndiun2XU3uwM$K|x4b
z8aM-aOn4CCfPn6yhB+1?6<(4~ZV%aV<K^lSsw%?#-!R52-Y}}ZAmig!!p6TDpDtoF
zp4E5FM#gWtgud|+2%R8`Gq%USQHEbee9y;De?=m+<!0~o97$mnWKA}JvcYZ6T}@9{
z&HI*S8d?Spx9^!g3(z;zb@#Ney8l8)<FSi_t+@lvX9#1oYhu%_7rbVPo$$3k36pcw
zPgW4?%Su`7x#7Ly97XRZQYP7N3t|RYv{@$c<RAefGD`No1=mB#@VEMd=Fz_Ox4)X5
zpK7PH+T;t}3NK9Ex)XYwL*wJV_(x&4*nQk3<ynI%h|;QG>s1)Gjrb~|{nv2}x7r)C
zX~_K8fbrptd4)E}h}P*H9p99QI;jwAXWBkEEozrAa%Xwvme8VEGwcg1%q=E*LoaUK
zz(C-Kes)iP)}<a`vLoELNK2mtyPg8<O$x}7G4X}FS>;2N=J{NacD=XHDzR71&+$q9
zuwe9laHWFBamYO6wW2DA&pU_ehoVY7ts`+7=By+SUXsTOX}vVeGm~{(MYt~LBG(tX
zXQF7pT(Cz=8}yY3SX=SV&f5rcz<-K`(-bRty3#*%qu+9+*JJ_R4k5N9L%!8E-<zDh
zIjI3@{WI?{OvUQ`!=9x;J=T5Covna`Y*PQxl*4GA3KH)@11{*<<p?u;W^1R7rFke0
zd}ZrZ0&OQUX5GviNvuKSnkMA6@2bKYt<5>@5w?Ghj}Tm^uvzQGtqet@mw=_ESBb45
zMcE|8ANORCRp#+q5+AvP=L;iAnVknLt_{y>HL#-8RSOJ-49tg$VWr>$C~l~XDbj}R
zwJ1+5mRX34_K6Vfp3n!3P$b$^3@HX07{afk4Sd;!xcCV>Z<lEr&C+g^$gaY}*s&ip
z|JU7*bL0(?6YUtAuJIlVCz^t_bO!v`ZNxlZ+gI~q+&BiBe_xHN6BOD)$q+`7yxT%F
z%2{VZ3Bii9)15wB^vVNu2W3-rcS|t5Kl788CYztOU^@9_I53Dm?0S(oUZPHn+vl#L
zHlUyK2D_fRn}j}tf?A?JIjSH{48epT;XjQ$($G|4lisiN?C)dT?nM{cO@I=a3FQ|Y
zQAhz$0Q*S3p%x?OGpH2(FVnutWVe>GWP4(4;^j*;jGVP_uxJE5A<-UdFXJQ{BNuMy
z4bq5_v`Z7F5o9;HE|z2;Vunnlf7OB!7mI5S$<cz|7N+CwQg-8tj8=1lw#n&za)sU(
zTlio@y3tUU#EUm+^V5jTiGxaO%k|Tj_tAgtr^nMbtFQl5S!h*V=vDsLuKbTtj@?en
z7th-alAXWm%U;rBCKG4Y$6_rJQ6i?<Nyv5Vr(xIVOwDzq!^nUyX~<Req+7WdUNXDM
zci)WZ%6VS7&P!_*HM0hAqzA~2Lr4t#C-H|Orfff5TJ8KED9JDDhia!dH&9k8<NKH%
zXEufdo?jtIlUppedFfhF|2c4xXOUNgctURCKf9S+<M>p-&?v?hg((2vqr0pS(ie|^
zMlWhdyQJ+p(ue7$rM)GVm54w}QWn|0{J)=s&1=T)8ggYD0ijh?0$UY6`n@BjKQi!N
zO(?K#r6Qo$=Yeh*NO$m>QZkjORb}}b@Z;c!9xs65)b(;t%g*Z`Fm`^LW_mfNV}>-5
zgg%@}f4LB_cFij#oWRNu{@I`Mdh;=VfHxT^*ubdjgaD<rKjD`GWLb`ZdglrUbx-N^
zc$~&PhUU^c>f_xoD#BktAW0&F^MX_MK4QR=JIm@g+>AIN$odQK>!2Uoex^i*6en#s
zqO_xIx6nE1h9}G~nQ%l(Yp!&-tvCC14z0e{9mJsR5hIlz3o?!sHbD-MMY5{tj|t1p
z-u_+Tz{FmevPrdu7>n-I=+!p1gS*m-f}3>L`VC1VE`;<KO!w7B7_FD1&3ZUL-j&#|
zG|p&f`KqM8v~I^Y=lF*IuS9>GTk;aiaQ8}`Ky`<IsjOjRZS8K~=19PsLv)S*Ql8)_
zy3ubv)B~7y_Vsu{Jv>=X3D571E^H^{mRDDAe*WxVTWOdm@dLjdIUKT>{9Q}(_q&Xw
z#Mj(!(nPr53W@M{0{;<|X%Ap7pt^dmboGi2{8k%izckRUKpbzM`7u7zJlNmd+&?|t
zKixMvGV-Tm;^)v%>*Qqb@bK@pw)U|uel2=UItjWUT{<<$88e$d?}lvVx9hmR!%3+T
zD6nn;X8%OQmwlFUs-2UEYn=R7c^V`XL<WRu;(tYS7Ly(34Rp=jkbjs6wC@BSN*kmX
zhJVio7y=dLy)KWuxLWt$>|1;UZ|2MW`!`u8Z@yHO0}TE^={-Ue8Q6RC42U2QaE<<N
zT+cE+((-L674GtK?f$1;h+vVVplL9^mMwYB?g6(4j4ABSmppEBBr!ypW*4z>YnLva
ziuno4Q5i%1XG1WFJ&V)}_$dh-nbvg?a5b?+uB!$wz|W?*!=}i{rWnmueIp)k{WZ@z
zCNGF7^LdEAHRkZVlh)XImGN`e{zzQ^6AGf;r32j1{6>1gT~90fpFiz-;UoR*IY(_h
zo}5E-+}xShGgEZ2>tpJQ1%hLMk7rDXeNv$JaRTeVIM}*=+^SK`s!{xgQS^pBEwkwN
zE7!iLU8ubDY9^!0!(jHg_-=g?ii-M<FnXzb3<LZEyNLPQe$kRtY;q%*ktGZmksB+%
z2wItQD2CSDhKPoFePdd4SS;m!Ap2v8SG>^seezxV%TaJ<j+!*AoRr}^4sqkfbMfp<
zTISMG@Vs=ILqv|KjulugQ$+qXdo(%nJE^v1@!XRMfn+(n21EDczxnU)=E+kWIRF)D
z*3@tAxBlEqfgk_;$30$l&j3AqdJ5ot`#xpPMs6%7PqA$yKF@3wo;!=gZlGDN1`UtW
zILoS=n!zZo*$I1y%}{zmPh@;R-oGQAKUZsGdm=-3>E0dV!yzBk;;QV4IM>ssm1k01
z6ySVXr)@sIjp_f!sWx--Fc__U4BKlp=GD!*l+b9&Pj$O_@a_5U8Kv_%LA1NA-IC@=
zuh*>;q`l{ugFreOVTX-zl`z#f)w{x!C(f%oyR%0IbTgL@a7|-JtqwCu?Trs&g8;--
zu+<vX&29E$J~o6mmad=YB)jkEO!?2LZ^26a1-<up)tJ7>i*2Ky+1j)u95_y4$sk&G
zxNUz36#D^#0c)M|{(1;2u-Xiz%F)ijX3<xtg*|Gn+@~JfO|1k~;r<m<3@nx;gqILi
zslj8WWNgyznNEAa!7h6E$8>Q@<GoOF<ToiTzzHxTed)yd#vtJRDCOmKIL_U!di~zQ
zfax(W@AO5UNfVy?Nh{W`mTZz2H=?nGt_duU)<}tXfN@5J>`!e<sOaN+uj()K-%W9m
zi5*&DHgnnKl&DzfK)Qi7j5wmVBWJ6-hy^B1{#h?>CO!ynx|g0{Q2r*V<rjAIk?iw|
zq?+*<>xWt;BN|F!U9CDBj1zQj>QQQ!w4uzoyc&xSFYJ`RJ|35(+vpAvlJf2QjVd`{
z7r7*_ZXHcHb3-|fzcM>6-_wqkdOdv8ujA2^zNOs|!QU;TYx$2AF3h-vcJp#?y}<4Q
zUwZYmqR<m*<Qm!e!$GOzzwDyAO~b><w`=vVC2^N#KfYi&^ogDQM)SO~FUVG=u+b{R
zw?_5&U-$k()wqP<p0N^d_QOl+Ggki9wcF2vDB~yOy#x9#chc#|F8YNzwW{Kz|6dBu
z^Ah!8(A;tNWCF9<Om7@IgO6gR0Pbt$bv#3&ClUWn9Xw|Z5=9Fl5xp;izA5kcK41IM
zvGJ?-_`yBq{%YPV(7jk=B|y-Zl56TtTD#X4mQuEOc$=)#a95S~ynNP*(xYWR-mx`I
zz{#r}+WGG{?{|gr+mV{387f~M&z17(ipV4cH(VwEp5L|@ka-zM&uh^kQu4X6Bd`i2
z>$Nf6(lvEFcimg_g-fni$Ls^|P+a=@fA?GH-#)Zabwi%JpGW1+b2#ecbE!{?wdb8j
zBe8ETG8J&A=e=KS{65zArK@^>+eP`+C51276u!%!`;NNyMdren^YWD{@|EW=d{;d8
zSzfF}Gf`bqD(%bdFO|a^hgG)xf9us0PS*DMXx_d3oclJf!6G2zC__q7>YUWBklsf^
zX<_s5z;sv+<%3-mp3fNe?gua)wcZl;&~3L-^x)}@ld9dgw<&kO6;aWLn=NW3r-p*K
zFSG>ViuRuWeukpb)6e~MaB-3QbNRg6i*JwX-IA)^##o+|)i+TWj#Ov1u080B6Ysq7
z=iyP1xAjrq^Q);#I*tKBeaAgP5;G-)50fSBlPx*89PqsV!;`9seW@z`H|v*WMh#??
zoU9-9G!7**oAFxQV=k@Yv3`81jsbEh90SA-Uk$}|-7D(9`{|Y8oq~kq{6k)ece>O>
zJPD;lIEhRR86IibA87#~umA^UA{w_kPu67rMa7(H>TpTB)3<|35y!sZfLex{dQzRT
zzsf}Y__(r_)mTPG+WI=bySr<)TAt5tTYBEbkI5-Uk}-1+8NF;+S4!H@vp=rL17Z85
zW{Dp^KAYUdev-x)0GY-_Cx#LilS3M6!FvMCc>?9M`Q!EJhF3}C5{>FHQI<6^i}C4;
z>AUL9R0&b)`7QJ~8cCR?SJ!&npQXh~Bw9b5RpHn%%=}XOqhSkwTq_-rnDt?=FE9Vh
zZP9knG!Y}k>pNpv5=PrpbP8>grOa*l=#WqLdPga%xj?k;Bwg$20+D<Hi8FPI$MGo4
z*}7cYzP@*|*WC0Qa6F5pz@iYVCKpa+7^J(2X2YXXjnsBDxzdX9uw$TE6odjFz%Dkf
z>z<9o9~TSl-D@Y62=7_r{ybi&p)N<`|CyOk;DL7)_A_)ytp7f#ouysZdGg}s!q#2!
z$%-3wD~W-l^cRssn<pP;7<+2C&yUCU)$wNssa;!fx9ZDhS;ckP^#8ExdnLW-(zonv
zwDQ1^s~~~LnT03+h^yc^Pk|zD!7%svJ1d=Umb7^FTPl8q480DVUzltW6Q<KBR-?Q5
zE|A4j?fIpt%HI1?IIr7RK5)a830MbBXc#vf8rPWeIjib(N!920s*LKFpHqu7QX4YP
zcR_TCFn58&wG1Btt7^{%IwS<nM&7;z4iX{Lq2M`40Lnt9lRy9rb|A+V(*TfPAjc3h
zB)s$hW`~*%!+aM(j}b}XJPbRb1#GPAh{|3C`+G^z!)Vvp4SHUm!;oaO-CpPy-0XJi
zH3g}t&jJ=;)B)_-wno8!Ff=PXqEfZ8s{9zsOAd`s5b?BGCH-Be3C7Fls&*=k=#uSX
zNT}`><&N&F@$Ik+Y^jCu=5Ac*nhEFnYl}747wfJs`zbF6%r0xc`e?@94l~>feQ*cQ
z+YWmU2KpP3G?F;i1g6a>w!dI9oOk3MoQ;$V+0k^uF|8vmJ9J)Nkod|`KtwN|?_CrI
zP@TKKQulsYNCx8>S=JCt;_KmeF-QPbwdvzFZFE;19`!DUJf;8obD#<Q`YIw3Ll&nF
z#8aA!<a-)q#`0B&<&&e;W1JU}Uv|CdTSfcF>xjQg+FA>T{uK8i4zJQ(7t;tBMB7nY
z4bSg?$d_HYF~ZdBviMMwUQ3(tB=YlG?^<2e=ZO67Q~=fDyrQcgU`ds`ovm=6k%D@D
zRmxdK{Ylmd<ZYR7#cXdVxwV54u@BR|M#Y0eNRW*X8sG(p9Qt}xpf<>mu`TBH>BS!z
zudmNWvYvyDpnc0Iv}#1kpUG{O$olFX1{KBzg3+Vog@3!Y<W>)2=p^hFZG5%`?at9Q
zY@b_;if`pVwNVxcwzKunx9!?uCHHQdfqWwlV5VdmYf%WeGgt01Q^+wZOPua!WSS^c
zyMIZOF|3p0P@_gRsvHy&%cT)Dh!)a7-gn`)me)@^`+pL4TOV8lnfbBC23pM(BG@&{
z1`Wf|H-}fjE0G}?kl?#uA#XScM*73=8%Jt>0$q^%6vb~6B7{NaFu&LJq_c;HC2~N2
z%78>Z`OI$9VcAy^zzyg{$&H2sG-l5<Q|Q-tLO%RUAd-T0vWlGJgsz6znO?Z+qL0$j
z;TGkm$6f-@!7<4F*eDzg2*qopg(R2^I18ZkWWl<~G`jS7=xw+uC^shw#Y?-d;rdb1
z^&BmMh+>&+i3*p2a)3}*-*W>PG?RqeL@j)XatM>?MwC@rh?OMc7sml`5+M#5?oD7?
z0de)6APAW|n$RZ#Twqp9=;QETHX*;VT7G5C{}OR9flFA2OWX%{z5{pK3$)&vdkCS8
z-mVGVu2GAagDWz1e&Hf9&3`JK{lujK#b7@Haba+c8^$>wigG@PacT?G+dv747ooI8
z$Q%KXhv=t}9I%G35!Tln>!pMBvch^XwMf805kR#3?9nwLPDVLN1i11T$eQLf1??12
z2wx#==-GUMuQCJ@ZOajC$gvNd<83m5LzqzB4UVM~n`9Fx1g*OtXqHxowsCIL@?_)p
zxfZXdzf);TF8&}zBL3oL7a%p!ktA#%y6XpcI`XMB0Rr0w#RA{*48&>`FGbK8BP+-2
zWeIAYgD5K#(Q-}jjZBBdMy|6&%Eh4~8_2ubJ>#A^Au`c>k9sU&i&L28rEa6CF?zW6
zQJW{C6}&xyh5*Rq&1<a_Zr`TfRoGm+WE<=&kkXznF?~hZ6YC<&)&|=ar${zP|7g4x
zTf5j^-_dS!(9WE;C~%%!rNamw^$hLbpvG?MW*<wOLZ0rVo<I(pUR^jy`HQpLp}TM6
zNHs(SBdcIxYEUf=f*uieR`mK*(DaL>D0}M~{j((#Dw3wEV-~Uv>(qYy?slNT*+WU3
z$=6}Ezb?7l8xE-)^X3@>gEp_PO_(;Sj6HGoS)4v;c`WnzZ1dt(v<bOP_pJ4CNe-^2
zs_u#3qbEV04kh1!H&qp1zsjJ$T~$+%km2c&z5L!`NYwEYP7lhMz{(Q6e*oLr-hJV7
zQ2k=RtlGP((x<%asr<KR42O0M@-Gw>yf4c?zudeGA;RJ#BG?#CeEj_tfhVo2#&Kx4
zzzIYWmv|Cc@$qGU=4F*2j*CbZqijWG?~z&QWV9Tq*(7Bi2<iVch+>&X*pW4E{!U9q
zr@4Q6>w%@xjW+?{y}QkL6=)W2;5}td8V*%_@PrKNMpO=aRsm0~<50y=gwXSW|6XM&
zk{~7I=C`Q;d0K9ueF7pDq=yu&86mv6z8w=OvdzG94*r!ys|DVHosis2c(9-({sAft
z2|JB80nt*LwX#w0Hr1T)*>Dv6JOk=HgI76yh9W<Z$lk)m2xj$)f?g5ZhRw|)dR|83
z<eGPZOTaS=95Qe;hNjYnzb^HPkMLacF&`t(x>~Gx+RiOoF8np!S{PYek0+rL=OJh!
zZ0Z*6)F5F>{wnQ?Bf0+lnMxwY_nWqVm9Fn|9sf{V4b8U*$0(rA7!#KG>O<Mia93fE
ztE3kVwT$Txr?cBV?(|s%QPqU(RV%aN@NmTF`Len8iIv;#Q+p5!UhaJ@3Sr0QD38dx
z5k}-q?~BVKa>seyZ^nyjV6b=`R3L_#FX|warQ?LP{W#$~{Vi%)GUqq*#7bHctqMYa
z=!M<k`>S-IC78uU@zJ8MM?m{$ly}lYl#-i5imZN$hi^5@e_%b7y-3Zg00Q9mm2d;2
zP!C?JU*loWc__-4lDj0U`Opv`O-J?_GX|5uS#8a+=J6PE6plE~9D~?q?*>TK$L!SY
zz`CO)L#l;0T`3VQ9fIRK4tCy$h{G3XP>uN%!a4X1@frO|<Sins%zcMd=Dr+h?p!;J
zxuGAqrzX2B8>ld|cc9V#jhVMmn|_e_nCJ4$Y4831qPq-e)$9#_mBC}*?+ff{k+<|t
z=`zaWA-A!H&(t$F0+s0r%K!#q5J1|@J?jkpdno&HqA|^rp1OVE0G9VMn?)(`vL*Ei
z?yR%nIpScL{5SA-<U4MhtJImAIfjeMMy9)s8MdbflOk=+s3utlkJ1<4nT`M~NPMy$
zAL!QW+DLA=+bEN%Y^V>-ULqX@^#p<hZnpa43-$D~2-9jN(-G#^=1&)RD;ytOd0$}K
z+BvIq&l7`7wl%IfI))otQ3e1!fXLyU5=CdD)N^=*=gqyP?a-7)utRaSGaa}E`6pfn
zv8~B73%PF1=-2afp!dlD9o1yR-E`C5X36>Pg5wmQ-3-rsp!!e)y6?f&YhEg1o~Y~Y
z3bKzX<eq#JUvk&(u(=7uY6S8%k&db_7m(*PSmz_BPhcm4ROPYVk8{-tI@i@j(9|D`
z;l>{W&=RD%*yA}_UY$fW=>%M@>W-b?{9yOuLQ3JsqARi^D>k$NV^$|V0sJ7y3_g6!
zlEhPeQIQ8XW<}Y0cc<sD8~5-MwXBgewKiGQ{&%IqF+n0yB>oBo$oBuJ$*WEWrF{<P
zq)Tv#$nHx}v&|s6KhNNZDpgvM6J#zO;cc?IcjE4xeiFG78@q~Fb`j|{Qp-%ofM~Vh
zzw&H*;u2YK@>llTrGE&eMb7COh#8yfAn1H81^mDXKl2i1TYv9JcyJnzNMwI8R<p_W
zuT(s?bDnSRR(=~TYtf0e6+U%xUd&5rhP^onM&stb{j#R24<1hI?M+eY-tvBy`S#|K
z!m_M|fs4MW&fYwO_$xIxdtgrg-Hm49=;nWn&BZ&|-Y0~Y<pfrF!pkSky^Qt`FWln&
zniLUR;o`18GO;Fm@O+Z*Z^Lzkz{mc{PK$?av;SUYt*c#nV|7ufXxE&{EN6z{O!F!U
z@@*RW3Gao7KFHGFwbf&`>1F!U9s7YYr{mXB+}(Cv;X<0#`EMR(&FD!G)#OcZh2j~&
ztgnkJdj5f&Yx6W8wXW~j_q*VG(ItAKNXa+u89baGI7b#%OtOl+o(fCF3X3u$dUm^x
zx2Mr<N-O6SS0sez5xe#J%mmD{WUgwSrC(>v^N9J&@5NrXggDThi3X}^exC|ewLY87
zd;)6i8~M>aG}1FXiJ37m&^(>we-5lY@n0#l4=y<WNAFS(wu?d9EFkn&=pqrb_!WdN
zHL4v~zuULLwhyxuz+8u{KDbPsY!41Sv)?>?-A{gS0#Uw+oW;h=cfHg4nWbN0!55r?
z1EBW)-G*m$(~n$6;e0E^H!!lJ)tBZV^bhL;+Y<zv>gZ{@F{SHxdEFnyb_mN1R9;m=
zA9Z3k6S%1fWBtm@|EZ?a?Gq^xTm_Csxh*hn?8Uh*+qL7)lgP7o9K#G{U*~aWlyKEV
zl00axf%Y3RB}nNudGrq1;tqK<{-hLfFr&QObnHVM*&)75!txqN-d7j&zoRf8;WC_M
z)bsGHroMym$dGgMp7?ZyQJqJ2VCRLU_<L&)ODpeD_ybVsN@5iyoi4TpJ+-ehyxGq*
z`}~di^dB8M1Rn-sM?7zh+<r2mbz?-Y@I%wpy+AjedpG<wZ@53aW$KK*f8){ZEOBwM
zUbOt+m5UwMlv_rwx3#qQcTL}$>9+2iyz{H=?$j#gzs>Y}Hu<t!qu*|gR@@q`x;0vU
z=U25RHD?I}1!JIn=z(R3)fOh4E@<%{lv195u?!+(xDv{3Xtb><fSUaUNUsN1dtYG&
zxLHhTpP0Wpfn2#vpq*l?T*Q`uK<mg=8HQ1M+UyIw<D1YSGA314?>O{jstCAKcJVsm
z!!CgXU?~wN&T|>*pV0|bfHe#N{1H`Sf{NcD{KF+4!Q_JNjTb{VHt5}gX~;RnO90_b
zH?j+2Z5w2b4zkA8DBICUrFtpQ^l$D2PWH%wwnOt7n_<h0K0G%LQ!lWY7aEQH?Ndyb
z@!?Q9^-P3`82M!x9ozKL+w_Io)c9fD5%+)6ph*F@8GOy@{VgDVqYS6R;UvYd6NQLl
zC0%gk>@K|``dLQ=Dj2^T+154vLDDrihh#5z$t5intv4_6m9rpiH*)c=DMjv0!V-`o
zW?zUDKGO{D5NL;e!4a9FG)!r4Wmen?0fVfN)j#)qF7EnV+>^g^yb7SrX34E8fE$1k
zZb;Q++ed4`K13Xe)4ymx{?<vV*6~va4;YTDyUY!ru5K40ihS9%{=#(sVeI6_Pdl$)
zoek>5kLSe8Vo8y6bZ46U2e73txK9$4+;=CDjq{YvmgbTB+c3=({?_(FvDb@*HDR?m
zY3IImDfFRTHL0Pz03Z{f3JG??_F)*LF9pj;4pkyWDok>1-@kQedG4;+p{2#)n91ST
z?ZYwC!!h#+e&9+;`kDSAx<P8`(wp`d$)R7#B>IN(KDAvzhAx?it<76A*4$k)LsTN-
zHR;D0%p|bfd-i*Kg8Fe&J(Xa_dKnzzm;a#`Hu-Um78`^HNI~bZ|7mYX24wSwb1CZx
zx(g0$%MvBv02NY7^trO!EP{u7%8ovifg9`vy(nr)#c+d9S1(I+n2_Z@E~<RoQ280|
z6?ONVCt<eT&*~K;p#I1FI2gnBl;6siUlE*aPkg!Xi4Stw)%Oa2AU*02JIaUVA2DJc
z(uvaU$$3o&K5GsB@9D3Hbk*Yx8>kb!hvWm%dh?xXGJ>h>7m=h~ZFt~+03GHyhXHGr
zc#PaSpJ;{uEB+nWCu9yiC>EKf&64EK-c}Ry!PJSRkcbSM{dgbz99{_mF87ByP3UK&
z9y|DdA68R&*{q-;*8tbTmI?Bk(l_69^n&~a30t=5@er99IG}o}&#;m?Avw{v2JnCs
zx|QI-4c350;cxJHIzfju=-pAEJ9=d;*WM%h7%paNLvy_%I*jL7bi6t&d^>cXb=(W=
zFbM3{1Y5%;rotrd(@WgvioY&}3?o9*l}({2Wg`O=25V^symCP)>-fmiXe3&*5Ms(P
z?RuC3d9LJr?&N(ZI#CS)8V+$_FRK}Vs-)3C5)vO0OvZGPTs1t<@C7D4<TMXdPQ&vl
zejuE=V4IKuDPIM1me2!4Gdqtq3I$R?#;ROGtsugf^iRczMNGa$@BWh(kzxNdiEr`1
zEl{t5C5K8AX1$?@X%=v-Zv=+0VGBegMGD*Lw!I}m#@g+ykc%^Y0IztmiO9$z;%isL
z=QRDeMLt3EjPA66+lKC=kX2$ZcK4?|1>07M*@l7x1^KrzvJ@|i$7!-%PoXDyrRaMr
z*=eoUNQ9MT>Yi~U#hoUg^zaQO64$ZbZlgC>@@WHYS6YrKWfGPl6vYlv3rXU#P}uBi
zfcVx$tG+k!(`;Y2HYQXP)^&ZkCf>{yrhXqwEY%~^X(FLv$bRxCpD`*URg^+F71=Ek
z*>;#{l*1K_y}J7akDtDs2-_Y((dU8~!{L^!w77Gk0VW|)-10HoI8wPDe?TCx5~pn!
zbIyP3lWfX=uHpK@XIO_?`LW9A(_3x-ng`B0&t5q98CpzjI#J*KPRBJ>?wmGAAtvi6
zbN}8VrW+5M|J}pYJU@Lg`k2z0;<4qqwORbdHpALdP&oVVUqR1De?NWt)cf<&4dY%0
zDx5Qkzzr`i)I+{+Mz?{%x+D^Ptsmw%^yABhqVTGu!rHv(+R*X~ZG&NLV{Pn8vPhk>
zz&SfRqF@t#7sA(+*bZCiOUqPyc?KIs6PY^x{)$lcr2S5tNynpJwgijA$(fodIWdO4
zx;P6_uxyn3ZE_`#g1z@s-=fpX0%9)bxsO#}9ok_QRI8?94PNd8Qpyg5uyW0G1SFRN
zM%|0ljMe>hOZVrEH~dXR3PdG1xAf;8%;^xc6iOSdet#Wle-@gIS;aDg8Q--c69#_U
zg^cRdY#hOYbyThzGJ_3}7_1(hB&a}sY<4q((dID<*wzXi>f8{$g|*A!0{#w&1t#dH
zP`qgrA9Io=Gv_vpk*6Sfx!?y+L1C&3zd6s{vOxRCW{XZ1Yx5?X%a;GJ+o9RI26%}`
zM4vABnJ&Fe6ysX7^HY>!*>y!YR7-*bntdp_6|c9|r<c8VD;R*j?>CdQ0|!hTy7Zos
zeEo+j!E%~pQ|yrYlQo^YDu&h@=ApQpCD^rD1dRsq%AXYeb>|CG+R+Aj$a$=~G`F}k
z@A*r-=S#T=v3fRL2Eb_j02im59#RMO!#;02mHZ*`mDXevemN35M3oal$YlwszT;8P
z=BC@4`AD+=CcWU`cYe{d7W}mK{?n?9r#d$`i~aeUB)`wxW;ugxRj1xM-nQ}h8*nK<
z8AHAo(EiwxO0!i+)x<4Cp54T)J`AL42$LeI8!h+{JF+Hh!}jW#AAS#}OxXGB+WArJ
zUp8^J-DJHp^b!IFBG}zSrcoeY@T55AhXAVU4Aes>3r1I>#m`^~I<8c@4O=^U@IJ7p
zwLA6i71~@T$ZxxgNFf{BnV{nEnbP<co{n!wgsZt8GnfQnaSOH-KK6f}rU;;ueapv=
z0&|c42ErD{C&O2~r({>^Y<pke)JD&G$@J&F)olB1d=&!bmYyBO7Vh;+2J?mb$M__}
z^b{tVgitPY>R^!k^f3*YP8XS|1`w(<aiqZa#}zvT#+`y_;fLgBALf#BBa9i=(3@i1
z@TuRpjnAZ<yp5xWmb5$9O=+<ba+cJ@1Do0~Ql#MqPO^C^wjQ8mC+lw}>pyyv$P_gn
zw;t|hkpmKy^;1%co`p2x^u}fM#(Rvdej0$$S7f8pZzN>uu?dIoM)Faoq1l@zrF}?A
zoR@PqV$xG8vshnPI_6)GQwBns^{e#3xzv;NRR45ye?6optKNRa#;m2WL($K$O3b42
zDzCC&N=^FEZlsm%+X77Fp~;&~$$o-wQ+e`ide3%y=4w?4srdbe*!;rLi&q~1UX%lt
z{T-MkWq^4J#)@FOdgk^iJQ@8g7*O73YT3=p?HkB;7%VjhWj{Z7aU1`)bN!0($b+ns
ze)W6V0ku`6gTCEw^+hw*VPAskD|T6L!Dk-HU>j#_DC>P|xIxcSa#{KQ)I`hZ&nvRa
z5?O``su@E5a_ZZ_Z0rLuwQLRgHog7_c@4I4N9arue^uQM1@rT^B}TX^25!y@ac|q=
zOMz8&q^Hi&q{wsoFy=ku<p+rVn_`5tcfNAhjV>Q9ZLGfWPGs*2J+>#pV7$7B(l|Bx
ze`P8R5I!JTbQDN*H&pwR34|@B2i09Wb#i0?K@uO_^EQ65EV9+3K9)rZ^q60GIfyQ0
z3o09?W_$AnU-^B!UOsZFdGnjUN9prB8`WH;zn5fgI~j6^hD0HHV*b9-I&#sn)=N;$
z78p<A7)<9Fd?hrPF7RAk?NGyf-o(DcNt@!J*>3(|;WweAVX*PktaYm=PGi$JVLDx?
z?)pUi=pUc_V*iiTcE!pMWu$ymuQ}12AX+B<Tc=K1rXupxBsc?C%;+pGYbtq*y|_W8
z0}9{bMA!=tv-IKo=|Y40mp7X3ylJ#}^Q1y%!QXnh>ZGUWpe*p!^D6mMcQYA7>-)N7
zlV=qTr1J*IN0nSQ4=;QlzF#(#+$6J(=%Ud7!yzds*}__6e)vARlE<Z*M}H#bsY=YA
zia``k^3s~54s{^$&CMg(UCtcqi=x+5m1VlnLo?TVcrPL+b3iSf?d<2}GK-5hdU~Z<
zSmP?MKJR;X2mO3k`UJAX=|lzf{Z3$fg&|Vt)jaMbOTdRHkWAuiH=xD#(L$?;L+ak0
zO`U%P3aucD^5O(?xvcB@i-INCsfy5IU*Mdk9mi9z`E3fsg)20ey%1jDEbx69LgAt}
z`-;USPgM|ckN1q^xARdd+MC+;Hq3VwXwgSR<7MjmAw^i9-L|c{NT}c0UGz~N`4^RX
z{EMt~!aXw^=uPF93|f|>VuG0WSU;8yQgkUr{f*t1aZ$nDFHUuv`g{1xdsaVk<zHFx
z@b&3nv9}w{UQLusit3SANEglux^g{bKcEjy`>_*;pb~p9vk^6(PLE#Rz!d|7v#o6W
zthv8X8+nGpV7J_(KPHDWCTy0GpTM3%tdpudHD^BCo6(7}A2npN8SDLJ<|F)vv&?%Q
zPSw;iFdoHm&dA^N?-XS`3$@-A?p(YlbK#q++2fP^8ED^k5mYTt((`ku6;u7qM>?D4
z=F>Vx)A}~krr2qRThoCzrakX&KGUA|)!sDGHZs=sc@X}gR<t5lx~fjO{0p*LPC``b
zisZR=3B~41S0|cfC%Z2V3=fVDbeN3-ZID=o0~o`hdl}B&_2VN~1BbjvVS{+S30J-`
z_tih{tK;sg6Q9?|3O)WfRtgO>2Af0z(>A!AUf8f|qCK<9<6MeAJ?$MJ=>&8gLE0s#
z6`*4%*t(EhdTXG2P;&+#ke`7TbQ!_I?XyrYEo|7pD?unzxecg|(kVl(*widTM$kEd
zIj?qL1N2xZSY7`of<(bi>EBTaXx_pRcL1KF@@EeKcXKsULE*_^NGq&PW!k?^{lveK
z!9SS6>n;XO!-Sf1$IEBN3ECmV3h!x=?H=+xpd&S39&f(bKB&?=4orY5{`#%{a|+ej
zD&PO}+RUGPVrPC=XVq9|RoiIs@Mv+*Xv1WGUdv3yWw<-yyGKZnyJq0J=9xeXS+Lc4
zTa$M_a(goj%7Ff$b@Y+uN>nb%UR>;vAqP4ug&1dRcdU7tzez7;4<<#=UsUEtyGv+>
zIf3$MRCqoB<WGCgl%+>+Rvw8Fx-_XK|B)JL##?4d?f!R4hSA9`J-qpSixM}N+Y<EO
zLw?!46<Z7p#6S$~wEUEGeV=l}xf>7jZOZ)Y%~oB^7TK0yY}__73c(^T35~_MSnF50
zLFKPnZ<HswMOUO>h`pAhV3#Epz<eZ2L~}j1*gezS^VB|d@&mNmKKIc(Sw7cZVKCL?
zmHO@E%bDq_{JdyhC<W!vtKunmf?xrSR0RRG&+McFSZ82$!ii@Q$x~`!rW}c=@f@T;
zwk<HouKK?gcT`ax;_DZ)1jXNWXGI~B)n25i$qt<{*A$nsXtG?!CETDoNX!ya8RUM`
z-an>maFgL?m&+mkq`aa}gn7z*CN8)4PdDXg@{yX-mwOLoeck7E3tI`<+qh^P%@~0G
zT|U^2*oExI{G5$!8U*U#PcU<I?Xd1FB!WbksRX)CVa4pgG3k8+mRlO|JW-k*_!R;u
zyaQNI-um~k=QgjvY$jTA6nmq=lv&8PYtG|x;E=+Iv=jnd=GQafP+cU638W1Eh|FQv
zFvrRv;-lWN#VnLrD#paOo?ia22<5-+gWnK?;}IMF+-{O#$XGs8K*MQdoWVn8pePHb
z!Sj`_+*Xy)OBqX{@Q{BYIluU7q6q)B7f&oD6qih;6vKz@3_sua+;;wIiUTLdf_^y=
zkXWF>(g2TeqHoR7!-(C1-`3)S?xT+R##)GrBFRFzA~&l|cv~()t)nqY-nKLvcJyHw
zW~dg&EqJsO8yy$;W@ZS3IFBf?4SMxGiU|;Q!(#LTuQblHYq+C^|7#Djiz@R<EAzH3
zdgjauy{({asi3^C2%f*vIR9(<{V$vMW?3ysA|afcA)JpuVekPcf!+Rom_%l{M42#1
z@v<^KR!2U~nk5Xb>x>Kw`T7bZ2|Xu3M}IC<j1SIk2-ZIVZA1|>po(9aGy>rScvmHc
zhF}8EG=U3!BwPa;C3uVw?`1Jw2`vp4XIRWv3W2|c<^ll~#Ln^@umAKfiJqOEbjW3s
zwhXBb#@^_9rXc4^s}5$z%COJ!gw6|wO@bFWqk<@NAK9U<`9ue%zapLM@y=(VA(n)1
zxLo|(13V%P3O1RPVXbZM+(*O7G^~57RN`N@!`ZSq#zlxHm2R(qTO>H~J$;{%7dL!6
zC0yT>>P15Uia<l9=VKAGe#@dg6wbiI^s|)~D)~X$I?a$2%@@B}^j<73@qLI=U2>Zy
z6iwZ;4Nzk$RmR#GMKD1&pF1_v9Y5dk-hPc_q)?nn_=lLFfyp-7AJA=9QJU}Q9&cio
zz1j9)lXvvfOB3$EdS<LPnuGsrpYJD2ks`C>5H#8*RQ!BwGr;AIhaz=n*`>i(f#wIe
zQVo8b^XZde-iJ>gq|I-$$0o#R$px^U!H@`KS>O}>zs26V39FeLZ{39|uBfg*%oE(S
zPv`$@og_SJVNo+Y^VHFeJX$ZcHS>Lc<um{>)pWLU`hxOot1t4!CYdtwZ^own`0<<4
z>6wX!+OL31CD_?Fu&(|^PGN2F_wVPGAZMC^nc@skEl(Z8`&PH5*AXEt-vjCHPd5A$
znv#A<gC6707~|*rBfy8<V2Rscm1i?#5oTef{qNC@2S0phaPuZJlF8lu!|`0^-)lbP
zkOP<;!5(_eyJK6L<(>(d_&9hr9;<~JMoI^pK*)9l(PuE839D3<2|eV#oZ=Xn1~M_?
zKP%cr3IBqV8&&ow@#`}+`>k)#t8;J4NVnBSmlL#0n1ytpw~u6VKp`8ptFO<P4>cgO
z5XVsDdEa)iF{mCL&|p1|v@=ty3rF37o6y>8C|=$cWz0i5og$u*S;qPP0tF!l5xg4M
zF0C7CB}8jWi_wODUkVfNu|)TbAt%R>EolTeyORLj8QnV~hH59|7*9b>w}8o-ufyG9
z^6%EA)V6h8?(C~04wis-Ld{Yl4T`_r%R_WQwhocm@$i{GIiQEe`#!|qAtb<2(|<w3
ze?eYtr<r#?q|ULN{{5ASZ(<V=E-j1Xtz*|U1SlE@713uBz8Rg?g+CWtbF7-k^26g?
z;oGHQw3F~ELb2OyR3CF4@23|=6M)awc+K#QIafXy^@bxVEqedc6BBqLyW<6WM=wVK
zDEKy}4T7OT$BBcDK7{o-X|-HG$|c(isvz)cw_U7DdKxvJR$Uf++Mx2Hlx>GD89n*<
zJcYJb^Kbp7{4K>d7(50;4_-&OPj3}Q{^{PX_Mb<1k>}C%?yl3iAX;wt0iuf(=>zDR
z9nI@$KqD2$?;4>SOyBmgwK!Ye?bwqKbe-4alsF$bcqr@VhtFqvm!N~R{t6CBCt^VI
zQ>P(?cs{ZVJ0rLZVgffMm#LB!!p^~MLjx@du-s$&)uJV=da&>17jr*6kA98s^}F;p
zrKwSWZyZ|~0<z5kNHhw*7DQ>kJz5dnC$S)$&^f`5j;mBdqDZu4O+m6m4i4B;6yp>3
zU}pbd1rv>#o@Wm4m-e0@;V-juajxWNHFLk3BaBbh)i;aJpy%cKEF9>y0>)22fIt#*
z0(PL#L$nk1v*`NN(;wHJ(~k_Uz|neVn#)tBjA0y64X=9ywf|Z$o5{9L(Em5x<Fn^Q
zbx=b4eMCA-q5Z^U*?%IwI;>m<DB42Z2s=l59h;VhzDVCnNL>}F_NxE&5&tplvF5c4
zILVM*NLoV~(5dG_Tdq1gJi8+O{1s-5CcsYg)e+1excQ6rE5Gbim+Vz|usz*?de_7M
zDWuJ!U-76&Mc?m!X)S9wDPz=lJGJ8^5(MnMD7p0~XIWO&<lJN9)?%RF!rYBeZ{3Zg
z$SyPF9?#7Ujpe08cY2s<(f6qR$-p&MVZM^M@sS1|GuG22%I@-!g<?~ECFP&YMd+7M
zpe-iS)7p0t4(&NygT4JZ^H@5#Lgnb`leO_lWq4F%QfQgq&as{>Dbg5=joS}YA30iD
zB(|pKO6=tUIm_9y#*O#WLG(LMAD$Hb9)DA`Cu_k&M1Qxm2`>M>ALzC-K2QD?UMsP8
zB>|7=xv7@<Hc%P8;}x9gv@r)-9-LpzJNGGw4_BwM<N0v+LZw<xNLo%6%vh-atFAhe
z70{?gb$CEI?gK5h_s##D$}g3XX{xK-UF%-^DfP3zL|VO3mD;|!|M4CtqBtS2Ms=GK
zxb^r!9X06vUc;-Adb*cN0q(Ldk{>H@7mqCWS?CqSm`N}t>Fy;(cymI$IT*fjo>Xw2
z%*so+$;mqNZEN~%20r{@<<Z-|nJO4M^{w+{CS4@>g$vg%TP4PjZANgterhJTA@9&s
zbH~N4L&J!yr9WmD2b>%cB;3A4^Ogwbj=J{`+MoQWx7XO~=?BYjPx4fE%<t?@2@qj!
zM{8-5#m147h5a?w*-whpy-U^iTpAYrLl><yN2)qDJZ@eaeY;okjcd|Xs&3Hc`=||w
z7WAZ|ilk#OSe5!ddltboWJd*&HSgJ*2Rt#-y<zjf4g0{&{(;-AfG1c3R6kn0rAbEA
ztVMG^l<qw!u;mQUX<`Gdzej(M{~By=AL(drnH=gGu)JqragYi0>%JwtGoAadgFM?5
z-UVie3S4$d83m!%5hU=u2^I56?li&v1g7f$EAxf!Jr^qI(J#m2R;nqLn1%g6lFmDx
z>i>P?&T%-$Jcq0z=Nu|~WR-c$P=pBCG!WUc$1$=)l${Y$DYExE$jBx$du4A2$2q_E
z=lgp+j=!z<Ij{S=ujh5W9_VC0AIRBf%AgygIbz5r{3BwIc!!5%<Q!J}b$LDSj-p+7
z#9UM|+1pSh3{4UV0iSOCe&uoS>38$+g2XZ_$z}fRpToc%coN)s5t(Wf(R9x(K4Koa
z8hiY?3wjPcRKFz8WbHNcTzHr{`BLF(*~5n;35py{x6h$`t~^E$=?RNRja0vvti3At
zd<^+`FLpRtOy+~LeY*bs49&J}7CRgX@S?vsFA1{fW^HI~4)mVmaLk`GIG8q|o-m-E
z(WRa-pr3j~HKoAPaPfM*;EHvMPPnB!yN|h~ua5jlmEnx}-!MPQsMENlK};&o-}3uS
z4oUvg3O)nUD}{a=p4k-+*sDgkn?`x%!aU1nTHSxUyQX`3=DLK8g?Nqm_>F~y%mhWu
ziUc#i38#M*=J?*fThc9SnKf;a_17Rx&*<Z$C+~F45Lp@5(?2dCv$w7?tZ^XhH?P|4
zY&kz$E3p0d<N4xO>*f3x^JIE=DvZ<tmrWT53&AUmOc;)I8IBAZj<gu+&l&0uJX9Hf
zsPfAKIKHGXRxKF2!%JXRUbP*wn^%zrw+h)9f5G~oK!lcasPSZu^<4<f4Z(hU>wcTx
zw*|2|m+*E>DKjE{>m7xMh#fK$M-?`TDcVGUa~-rVfGt7z`$FMS+0-u%Y414lQTceK
zCK9$e9N4}W)V;ZBM9e94(#G*1mak4Ump&#ZkvVW*qvr@59P|K@atc=Nr6c8@5aw-j
z;t#N1N~m^7C+~vl^xd|$R0)8wL3g*xjCJ4Yn-s<|J0QzuuDi=+kzttdH7sX!%onxq
z@%1U^e#vKkgZ<D1_~T;#BAVk8^)tjE6T=|K)d@!CQ5NlV<YHU@FLg7G$Suv-w*OF{
zFSp6<gON57!@16&F3@5`)Rro5P-?&Sn|%QFusbAgCV>bz6QxxdDvrV6NJS<<anf2l
zGT~-b`(N18BO-;AQB?wmRYL$uOGYU5DGk!d;L`x^g+um6U%el{u1){%A#5x5(1H63
zn=WVwv0=!*Y__tdyYtj?!`^7ii3Xqhd*o-&ugd<pa=xx=A;ES3XLdnm%dma8JLAWo
zoNpYX7z3kMhT}gTkBL0S2H9mOl3a32U<8#QhaJVNXQf;LrM%C1#qGJI0;NQKha_#7
z388$O$kBYF^=1B@BaEXf5sNk6yL01>fnvfX%~m#uG~f7RvGR3t_qkq4+^3HT+ROt&
z%mc5OuaZi?ZB>3-q@$tn04?yym)+^Bz4%8EX){m}Wkvu-^@bnAf!7{f3~z1Jy~d?_
z)tG|)JeHA{#`#*vO+{_RQt%=VG>9wkQ{W4t{RJyN`}gk@4frz)u@m49hl=I`66i8?
zcma*K)}N$l<AdEt?Iq%&D1?N8QWs-n=sr0E!wzt@IiP>%z)JhT_I>X%bh_byh+qXZ
zBD8Y&La0g@z^`wc0hSO7u(N7nW9;uzfS?b}mhZL$LTku=SyIo9gOZdJt3+yHfC+|_
zZZ73L(}~Ze$unx_LFhuT|7^G_5u<7iFRqajaKOU8A#FP(K@Y)oNXd8vx3OUA+hFe7
z(0IwLjh4JI7G0RYf9uxc=v$BP->?x34@So_=33wGBzpvjVN<>pt{jjKMt?>f9YPSD
z%F9&8c5dOm62&2dy)5fk02eLAl)i0c1h`3K2#6ZIDypcY$gP^ED6Ry`OGFJu@<ee{
zhbY24!w|}SY>6*ob;V7J7{c}9nZByS#@f)}F;VPGUOhwwlkz#Q9IK!V>kS1~UWLt)
zNJyKy$CRme&jXiX{b1@g6&J>9=ovMwF2znw0|XdgAB#dtSw%mwRfSZ)f;gK}y?s(f
z-DZ|!Q<!7(HODb8$MJXPdL&~zf(c>_qnPPJiC^tG2gh<=sX+YZdIPRd6or7RL`NyO
zBq?(Fi>)|XnQ3Lhl&VE}v1AmkA^3<T2qqH&_CqK=RBm@<QsXIrfCV8VV5JPMJ$YWU
zcCIHRGUwr&1=NDx3H$IZT?zpfZ<Y{1hu;Sm;FLWfqpI@(iiO~i%SVyC6U2x+nBd3s
z6tNz$DoXz<e?<=(VnNen{a8G-jZ;wpLC6UnI1Jsw#=v&>Z?}$U`jAjhIlY6Ge9yuy
zKA?%%T3?(+QDU<Vj`VLil|`uw4}Aju*-XM-q+h@-ywV3`H(9$Ijulr&@!3Zz{u?gy
z`v9?SISjyqsLO3t3)zzc`X+ezHL3#*Vcx{vH|=O%s*YzAz>}c>R>ENSX>AngdrIi|
zVT5ODwOzf`8_2GeUw5!{&Uk5(3~@oS4}PJ|V0Pz|vtS5$4Oc`TAi-vp38*zB+gVP2
zaeh8n&(Oe7&p_sDk++s$Cn<$nPI;d^)-u!3_rdlAL!)@~s>!eGagPJGk3TgOmp}Dq
zKVXbVzklam-Oj7u#FO(A<nCYm(fFyt+1O?LTs>*cYbU__bZ7U}iInYdCn(_GMq^(V
zd#^*i_+hWg)1)<#BT1>s4=F}#$|Mz&hsyqjW|=pngvF&4<gf9gN=fJ`jOgeHv{NL9
z0Fn~fiqrajO#9uFuGr(~yT|eO<D*wcw2sGgTeP&>w<!^_0rIBn)`LSohlk5XM@5Z{
z?&v?3d@K*cWJ;@Dh7P5P-&^ay+C2`qXdwEcp#Owg@eilGT>4(t7keFOlXMo7U=Chv
za2wPL?&wij>`@dne<ISK4gzQf=pwSXa`aX1nNl>eg2SUChk!i+%sIeuH5c+qZ5bTd
zA06NS10@AJ9|d=r?~qZnzLy55#%t&<RaP(&`-VlSg{a1RglUnWyos0xXa?XpgJAI2
zHWU%cq7Y?x3%NC*nMFIb1~F{b>tyPYiGjQsqTB%}gjSa@<r4CDtQDA?K+YGWNJ_A?
zPIt8b@bdXb>!)eYZQrk1nJ#bXuC5yVTX?jz@@IZ?5{yT;mxzy+2>i|l=(5!Lrip|m
z{9vF4xKISd1W`fN1uM4WLqgW0DM|A|=vz5=q)LI?N>S)%cljJ8B;CZsUr5OYqA{+u
zyw4jYUX{y{cZ$6Jc6t_Zt^48Q)fZ}0zV<yPnmsRF#bTe&ucZ{=bS4D{W_Ww8s8qRt
z+0nLB>xHULp}KayS}d;d9}^1E+QNzY6oq}N*$QMKP*HCVBKj5$THq<)%1Zt$TYT%T
z@4s>CtG&}VMVO`wMn*GWBvPzM<XsUT9?89ti7d3a4<HwyIYXUG9JFyA8TjiQS_KA1
zL-G>fh*P=v{ArtT5D`zAP7*^cAr;u2J`q8a<S|H>ZLsnRjx7e7sz<efWTV*kW{O5V
z<41i|qG;Ee>wQueavOilMQcqPP~N`0S&&<jVxOR>Xrc5$4|orYDrO+94j2E;g#Rl4
z8*kf>`MBdNGji--xY?mK-ka8+g4X~aSl4Yzha#tt@m2EIUUB1dk3m|VgQAyk!9cdP
zb7Y+rcxgx?{|fkm72b-`x_^mVThh*slMIv^#!tE|*{aZG1GI`{(9VzZr$#H#>npmT
z{p@^jh?Z4wP}iB~;}gI4^GLBLq=dlg8<!7V&$Hge%IbnZ#9Z2Up7jQ9-wfQ!?=G3>
zO}!6EesI>!s;5v2m>fPl7$0#Fd!akl((FCRJlkRJTdfmhrPx;~8oWV!TeNNthhFw4
zu3t|*id@UTd;Ao3Z$F4oHfs{?sTBMDVlOnXu-4*DtrI043Lt64iHaJI_D5o`JkiD=
z>(43MIVqb~y6cW+8%`Ggo<H7vs=sSH&bT~!b!Ya<l6*4T-84?A6z0lI)@r@f3jKF(
zUj#3G3ziLqrb&vYB6Zz(HOtG0XN1K8+^Zn;5^MHDbJPl)+_E1oPbOC?Mvq_kM>)z(
z1~>NiaXnkvIq1FK)ia**r@6lF__A^v`D2@KJk<|3s%}yC_hMjb=jV;weQnr0XMPDP
zQz@%FxLiHB<3LlA1Gcd~_%}1L^lt%rCDbzZ7>DopoceK~)3-TwJxEj@Z}*xF);`kV
z%GT!nQ|`=$LhR7(`A$a<A?Cf>9((|pCH6dAce>lQmcrA1(Tv2i6mkk_*|6}S;!{vd
zDCEatEjjZn|0;!JjtboQ=!m3oeX2h-6oP4(_~`eue9w)QIP#&Xu7cLb(`RK<z+ukJ
zoV0Vk>UF0Y$ReMO#Z|728*!SO;}3?nK2IkBN-nTQ?kGZyH)Q>?&*QXN+oMT#*tfoU
z-`A_J;N+mMFz@|TL-^ONNw;nf`_5;YovOEAG~9L1Qx$vifzFx59H>5V_%Zd*v1V#K
z&;j4}cc19>Ibts3st>D}JeasZG@kp5ecO0QXOz+Nn!oJBA>%^Hmt14Z7P!3ikH%c#
zP==kQpBCbpfe-AJ*e4fc&-9F<0RVVD;^^Y|2Hn-uYhpW6&t~nr8vdec$54|FU3HTQ
zo}X@C`0Dq^t<JCuo!v2|$vp!t<G#NgHr+1pdv$Xj>BLBKsjap8d^@O7!RyOCG2D(N
z#~>*odsrC|bBXzly!D^%vi2a2NxBnni0Bdpk^1}ZKo_iMQTy*wi$)^{!xCE773W|<
zCA!D~l*pZ+JFL#O>ZvU*6&0mYQes0xe;(_P$pvi8O#gZq8l?Nk-&8QrRP{1cLyfnc
z8U|89F~z&6uwDG;YXgf)Z@=qYBXRe3OMCIq8t#E(@<DR`xY~;<g6wXYWn3){JX=xW
z>h5$I$t<OQTr2Ysa}EhRpp-e_Eug>9aa+koul;qqghyn(ISl#%ix6#JZcfKTXRG&h
zNiBg9`?9w#;+{WjoNLFp?CMXPb~_(!x|M9{$hD9j{rfVBIUgfDu_WzoAO|T2cVrDS
zT!LKi(4*=`0+P!+cZJB&xbJoGIWT))tyO%Tyu=SNtymzVe@tdngm2ZkyS2u7LTFXM
z+E5zuHBh2U3Bg`5ByAMr;{9YcvBa5;*hvcCI)z^1KD@&m0|B+<(CYUpujAiX_{(k`
zMD2b1%vF*dRrlqZ`vdutw}u4stT4axs8hP6V8xj`59%BeJ*H*s2ZaB<d3xYko$N4c
zZ$vKkBkaDgx~+LMl$21Np;ww^UXx~2VQAc7@~F(jqU_O=Iy3V+V<Q<;BQXmj31cJg
zT;b+M;p)m;-*WjI>*Q*S?+Rlu%I}zylUJ|2U%$rmbocs;e~flEyPup_a$ju}+Hd7M
z%@_5bL+MmxLy(a{K+S;FCn{>?4P*}RX-*yty^n$g0>`2UX)*2scs^RH<b!?42rU93
zimXZkD8Vm5E$Xj=5vywwKM%31nQyM%8!>xNwT2Y5I<&!H?{Z+eUfCLVGr}A=ng=@$
z0Iv;5x-h_m-05hIh%I<15kmO@m469uxTNXC=pN=2TH`tmwL?4L>2EjE-(J%t=0vRk
zM{>=k9eLoMO*-=EGL9A;OBV{fv|~fG<CL}Hl>1`aeuFTnswV08Ow&51Qh!Z90S9V;
z2=icktHt6@!ZrxsDh+o)n#JfUcqdbOCqsP=A-;Miy4ROgWRa2nFgqCBF&5_dmKJ<A
zc<uTO%avgU_NnfLi2S12XGH;#S2g0UYsIi@#k2S1;L+A{0t|b&XAg&&<|E8_gET;-
zmS6Bg3VRv~`_iDF%2_H{2n>S6aHyinsIXli@XyDI)oL(E2fTFt%_aPO*(JQgzMP_4
zzm{qpDaLj2NV)z>=mZt5324EPb?edguED=e-Bk)mThs5}pKa5%Q{&$iTE0n7l*kL#
z$nra)gkMTXJMqgi5O9wkp1*8*Mt+WL!6f4t)%RaNK4Za0q)%18{DVpMq)+iUWj=n*
zd{n)BG_Fb6GXka2rxbs8%VyCQoX2X$W%&IrN%2Hv0&vyf8NULm;?H&li4o&x&}>iU
z-Q!QGlKv3Fe5GcY=ct1zMcX;l5sSiu{_sxJQ99Lufu@RJoombSlNYNEq|YrUYV!j(
zEf0|!|0&!U<g?3AF$M-zB>-wWhGS0mZI__<C=y_lY-j8-L3VFGB_^Umk*Rb{9ogc6
zpet;_NKqi5$b{i|h{~r{ZlX{gau1LC)dLbj?DQ4~O_ZRzc;9S><VhGqmDthAW+04U
zk<|$w44(^(UPxst1_&dJRVEDJ^}N*(0Gww;y&%Uw%c{1fr^XZePT~=R5&<WQhcd^?
z0kWf2Ein?{s1SN!>i{J?wKt;6Fo-RBKG+Qw6Ur3!yne7OF8{IJq%wDzBg2!y!AG#V
zNG!E-SS~SF$x%2i?+N)nfSPW+|Gj~Vevt`;xxmQx`5>5H_c<UvZ)l*R)oxg!HK@ZW
zB_2_rM+erph6h;xt^Mp~-cWhQ46w)+VZMyHPKCNWDn&`RMjwV-u|mkvEy@V`+_W23
z?|26_5HH)4+NmUM!qb0p_1#TmfzYFFb0HXt0Af#<8=)*|R&?zaYvRiy4M|mhVPk(O
zUH@B({+&7=Q%2rX>fSx-E<L6$!w+E66a@&0k9qo>Eoc|+r5gq+H873qVS8bp_QFE<
z!W#E#vi54e@4aGQnEuoDlnh-AQ5T|67h*E_%}l1utD+TerS%pS5o`hD=tAXE+aSY$
z2%A_~t_C60*jx!hT*w3)Dh{$lic`0ZP`Byd;9(Bqp=i5;NPsIZXrg-}^x5|LZYL#0
z+Z@3G*Rl}-Wq|$MV;jKiRcUI<f9Al>?}d6KVz*_0^bZ;j4O|w27$MN7YO25#NsrC(
z<0z4Y`!lqjLtW^BKk3`Z)KZ;cB$xvGe3v6I_|Dy=)4Sy>0GMpmOtpN0lMvmT^K4s$
z)|lby4RH)GV$yQzS#1O!S_lR&lgA+<M0IU~)vOJrx<uLo0&2-mQj$)57WsgF#S{v9
zSy^I=KM_c?l?(G;#|vlN2|7sF)Qf$IlFV4%h}&Xj`=?d~yd_$w<bEiEaOn7w4!9yW
zaDYM7y8N~8sm^;^tq0w88G-tt10NA<i6D{v+s=wfen<pK4Q(_rF&=I~5uOc5N&E$Z
zfMeJ|GQDjmXgPy2n7zCrfDO_O0UShVPxO6$n~qPx$aa@WWL5eghT}?ur<n!;r*{On
zRXmy6W8@rhi-fJiCGw1zN54!2sygd-o%{4jd)+0w0fgDc<_5oAozq<<67FIYW7gp7
z^>pogc;n<~W^sPqdpvxWau3cd>Elz7cJ-`VQ<{oua-Ztm-95N#J0^^QG{3#JylDMu
z&GCh`tsU)F>wVJ!<p<-BOvfLokKb1xFoCy(HeDZ8$O&pWfSQ_{JMcam42fa9_CnMk
z_v=fyonk8I6Yxan(7z;!3R3GjN3jW++n|Kuc$oU+B>+woed7+)P5A|%N0x%YRFF>U
ziBREDB_Ngd{_UHBs=Dx7$8g)<qyG)~09*vMKO<j+ehC^Ja{DvnHl#$FFZ{NW`+56|
zIzK8{aXl$lM;X<H4+jZbDxQ&R!sJDVXl~^~xL|LkDU_DUCE>q$lCqUARe}?RE93_c
zBAQz<>)~ww^uVq~L8uE>(Le_13j9MM)rUe&!xwyptN)}}7-he4Kr_I$7mRm4Q^Ut!
zik!+=#ut+9R$0yU4+bAvgVu25!m5-fs!tD9EIH;QO0i+3SXHecE=Jfen891&PqRR0
zJRaJ-!$$fz(K0)cL&VRwwht~O@BKU~;?vx6q~CgS<9ov&j9GCvm{j_hY6|`8Q*5^(
zg%y>zLIx#MyNTwxn{|(}#jx3Hf}<fJ_Qq=&abJFJH!*n|E=i`IW%QM9bkdjHy^jIL
z!p0(6vwXcZkFwmqOYOc0Sg=r8;FPnWKG~pl8e^S(C0I9Z=9WDVJ%YO^?%^&wxnKw&
zKZEyV|Jxi)go+7}d3}JUE37-<<+m(zf~-zNG)OAfH<9Tius*A(ck3w}cX5H7!m!)p
zXsZL>E)Y~Qii2{zbCwp2dEWf{FU6n(*j1*j0EPNN@i)A|gbnY@fP!=n4+;qPs_-H|
zpmZ-p_uLZG8guZVbR-!DrI)(lFE)1OQFnOe0o-KqmK7iAqY&;RHM#GRw?rj{sgS=0
zY}UelSSeal2-?JYDWtFaN_0~$lZOIRhG@rm1l3j$-lpLy0k`&4J3C$~kRD=Fv`~)q
z1%9gs&fD1{2Bdxe6=+sw5U@n9B^f3ie*0Q{%70@w*>+Z>x5nuHzRJ{gUd43BziKKh
z5PXn*&bS9pXnYsDSpm*No!KZXAzxe3aNn_)6|v{O<0>iZq{k?p!5~f7a*L`52?i1o
zR;MRq<183k-k_qxQgzb2W5+36x*ek-h`{7$Y!+s0S_yiTf|X}6>sbFTFu|%Md&w?g
z&CYn;=FzH?ML4mws&%00X4h4MigWCM3nM;aueNx7rNMg<`KT3R25hS@SdY(kC7CZx
zO(&gY1OmO9&QJ062AvpxF;~t`5ryo3+$(ULE^*JBnT4w`+qtiC!d#Wz<vE@E)iUDt
z*f!E>i+H@+L7J*Rn)6E``YtWP$E(t~B4Zp%BSB|@Ufa-jyVXX`b0%l6pYCr~)|Lb-
z3WBk0L2}{;R&MJt``7`%P&)|$5YvX;7|k09xNSG0vu#5Bo|0CxaoTeNu7~kFVx`0O
z!8~%63QI;3J@j@xA6gv!1W2-^_>^1Of;tN3X{u+XGRKYq=VzV2WBQ(W`&ZqLI{=kM
z^}$8FSS>7WknB^86crQ~aN|bf&9znge~-WKI&TqN98RYjw@aLy<eHn#*EbeZQdSkF
z(}>>ggaHTcAhWCIxZ(MW!+_?j?X&nVJExs8J9L#>$5Lk7UuRzl%sC1_ao{!iB4GTL
z&$zhXvRK%-NZ7bo$mFYlg+1@I9R)!*XhpfV58E&MN&Xa2`E)?ujMm52ZGE<V{&L7-
z4_;l*?p$GD7WQ|Ua3e<&=Spm}-jUD!A&(X&UvT;~^l^l$Ddr2-AuV^hHZg_z>5r6K
zTaVj_Y8#C*$?#o?XI9t5ckjHIbx59hl{{nryY6qQ=eOH_CATkL==b-n&SdoY021tE
zDw;R2=I;|qfXa#BT0~NR37W9F#2G(%8RR+)B7#mtB7^KidN!<jkZhzuy=Y=C@T52y
zzQ2(LbOZn!B?J&B`fuyta_Z%E{Myy6yxP6&zm89_v9Te2qcJ)6jhX#woo_{%29IRk
z5<w_nk2Uxopj-i7^t^<xBg3L2D0`3^q)^()jzVzSAp5!_AE@yuO*~<`-mUr{oQ#>o
zNW|(wss<4KKDpUStG@v!s3+@$xE`_Pvk$V2UW{mt2uf(;T4s@MqL#al4v?N0e>?DS
zS>cS8gn~NH5>)Pc+<nl}1(lPwA$9GMkq1t%wE1<fe+w4Ln?c^3HA*<+zI8#+IflC&
zs10;I<Mb&&;OBr85tjf`<B;61_KgpF%n>HjY<WT98HR3v+6RnnR3G?@w|d_uLd2e$
z+n^z@4NHGH&nkhO+fT?zr4*O&9;H#>vfu~{xofZgZSM*2aQ(=Nt_zepFMPQrbPOD8
zULK4)8#iYpwHh2Uy~ic?tJD@hK3?>kZvXaH)5t7I#IL}DTBDgQy_P+zG9#frDZN>U
z58x4J1qGjo@R<vUn1188{QlkeONsHz;#6nBY)8TCPJ%nH1UDQ7?Men-eSJS_SnxRc
zCKI!o?b@5d7w5n7y~En2&s2@;DKez-S55pjQfuw6%6?-PBP!trEpRYG==IkMsKC-r
zAb(vtG+I40T0S(|K?UGSFzjI2xFSLE0_nJXOVq%Xr2OLy<PqjLh;a#r&w$1W!37Ad
z3Zci9LIbxG8DaMny5<3lL5`HuL1#*6C#QVa#Q=N2)~q`&^>{?$@#j`9m^hui#U@fh
zXe^Cm5t+XV+6(<Iqne~j{#A-YLQ%mk#6Jg*6$%<W864Ul9V>8-+!Mcn2d#v<My9zI
zrMaf2xz^N1aRh33ls<e7WSr<3y?!~uKbwiP!2he&R14g>3F3T?wOCQIc;Bk<7_Bgd
zZjwYdRpti9`bWYXqiJ78Q#(abJH^q1&IUQzrx;lOFe3v$I$9jvP&>W(>*#Ykz32ft
z@Gkd92~6-EG6EUyil)AFcRm6ATnb50;opbbqmZKEu|dW{H{{`>-q>!lzO|5gwh9WH
z?;2$mnUxmrD)rJEpL}S1^0E9$A`Q{{8}&Ol9*d7K>&Fx)KlqR{NJ~&bpGWK$Pb|cC
z5tB=4qLgMJ_a1~9>8JVylsagW87SU0#NSQ!lQ!^{eSB6kdR}`6;#&>5@O%TcjHG9e
zjK7w&4^JCZ|JipQk@fXp``QL_<HOhVQWEe@X7fJ&ASmp?E9a5Jl+;O3amHUy7he!o
zE^+B~r#;doW8xOyJ~xc(oI7%!0ufL^+5};d6Quca*HPOgwsybE)H`xc?;Nim780%1
zDJVq%1bQFN8h>tuCO;BKP@qrozF=VJO*38F((1&_U^Mp0b)i2_l!(E42th2q_F%!8
zqZw~|2F--+Pf>Q}EK@9;MIfa+2S~Me>^}VdI<ltAQ)zEMlmnaaM=7Czww49fuUyRU
z`-49(XoB?!Zsu){*xBNJ!-UyGw}-r&4k???i@xAOz=9D6u31nN)-_H4S=$*@CK~h~
zNSH!(`$`oFYY(U<B~(}i7@!PYIQ83OIoWQm>CpnJJq|HQnwKcvk|+jSo1nT7l#bS2
z6a=7jW*u2dp$vnx)n!b!SusJrhtA9IIER(yi(kF2d;?*iM259v?pD306e*alaZQaS
z&c@xIsgJ#eH*NeWfJLIhp3rqx+|x{dc?9ni#p>}(@OP*)CR+1pMs<~{MskGk!@QT3
zV4>h#C9KA+GcIz*OF3m!WC$577Y+zOhK=Xe9ygV*=b<V_!r6@5gY&5?P@-{4d1+jO
zTDK5fdPP*4!I3BvDw}Q9pDY~hpTdLf+M^|GR5yl{BTbTZh29|(P4YE_z+8rOSH8W8
z9te*dpp5E=ME65rIu|rL7gVUv{^1EDO~G8M#&oR}DlnkQo9X)-MHo8lUSyJRUQ&PF
zm4~t6ci*xo?^S)DPmOESa|r)rNUbi!Y#<n4WXz#=n+M&9;J-!9-w9^smU;tbzDACv
zj)tLMg(c`CZ0IN$5U@&a<uUFy_Zzmk^vX&a|4GLR1bBfDtqPGAVjRh25ctRtqjQBq
zi3;*6%<A6l_Piy>{4BT}NwG?kg8$jW5Gj5RGh)jig~bKvD`f)wMvwAy7$<iaFvsoD
zs-q^zpS$f^XnHL3L@Y*RKR~r8=Y-4?$Z?#;6iOd<{>{qs!`k7>foGwyK?zbA4F+(d
zn0wc88m^?8V->kB0-6&j{ttRGZpR)e`yRhB+w<u&HDCVW)E(rFzj~Xrg||Gw1FEV7
zcqDtZ%bIO#Hl=|esf`7#h3?|Zr)dxB4+`j*)Ocx_f?j&3FV2@xafBSggINYKU6&nd
z4;&|?X~FEvcf{y@-dQxu<0WO5>)TJMFo9aaA^Rdh)@Xi<D@m6sbjY42mLnWFF{1Tz
z>#+pehj4Pc4PbW-0URK206-3Np`w3b+i^b<$@F-FS0JVp6B*C-pJ^l(h*l)+Rn31N
ziFW?NDW4Z~Z|MG7{<qqDr7@Z|Ir^?{cCrm?73IFRWov)8!{`1^V2Kerfu5&Jr#pdw
z_?`U=AH>X@_l;#V*Lkn>cb<%OjD7E(496z^?04EgzC5JqDKCp29zIA)a=(&Pws^%F
z9J&t=#O89&2EOgzF_e0EYZbt$zmVgVptC{NKfb*BQSd7FJ2`cmiP88y9XM53Q<KnJ
z%k@P(MJZ$t{&F7Kj|~!4@ax3?w&&(T(&}U_Q=E##J|5E=l_bLq0+jFs(AR<G3mO~+
zMB0C5CxE5peUE~GnIZE)&B$PB@IH<9<Dvl3$FexpOWGx5MO4t>^JSptY0zVMC?5ha
z`1QhHg2}+S>Z=OJ35t03jn+T5!3^T3R~>1;v22x6yz&&qQo{-<Lc#%PSIG_{p43`I
zHGgFt8GAH{DeYy&v|@l9T?Gj}q5B8Jb~Q{T2e_01#c@m2iqw{wj4@{WWx`0Xdj1CA
zIwjZF$%XqPHa#md(EX!p?B@)wV2XV&)b>-e(SrnM^&-;QUds+lOUFRhSxduGumiq8
z9<@NODPeu7ncEnJW?c-eTLRa?u)#vHG(SP|Ka~PpTQB#~Dw@{ZUl^9I4vjo<b+4t0
zq39Oq_yR1_bQ5cZwu8EA%_3?IQs{`*)h1=;?}3#Z{T8UqJdH|{A?2mJ$oQ)HkKWK<
zfBC(U(a#!h1QdvR-WIV(-*Hvou@;tfk`j1vOZ=q_H+WV{{yht2yo*tyX%moSWA{As
zi&OJTe~>D{JZCT1L^ps6<ZYU3lLS7xaq{cocDxWUh--2D)e33o$?>$)RnnfdCHHy6
zVP%a!c8S%41ir*YG{yyOI1}wk!|@SPQzS(Jlmh3=_mj<vgkT7`0!MVYgnLLWq7fnc
zKh&R^$J6h@&2>8e6VvVO;h&ROKWYy#$Ihmd2Z*fY!174UdWaGhN=qS|rp1*NuJ`au
z5tj3hB1Z}tn?5pr3*B0$OZGq;NamKe+~oeVuS@?7ewBZD&3Jd+Y8j_`v9y2k>#5cm
z4wq<n1pl-hA1oi+N?Pszb;Vrg)&M4L<ApnMpDCY4#ifJ09ey3oGtH@05hy)$uyXf2
zLZmaJiOu2Mrh*EPYdE@Wx<5(OkyG)$UrD3p$4a&xyVDQmoP~(y;`j&xsfe7EaQThD
zyPi1>5No<5m(P$rl?@B)p6_|1reTUR!hP+RG#Y8oN+g!<xt@>ZjrNA~0Yl&NO{X;*
zDfcVm?u#kqHmqWwN(rDTHO3Iir-XB^hI$owAeQf59{)7-GjK7?tIBWM;pLC{jxZA$
z%u_Zba(skf2r}mk{a1^pPmBHOk1VGz<X70-AY8o<G1IfCUqhnf-J)}oHC<yBzyId-
z^rj!e%@;TuZ#UsImGu8D96r&t2NTggpKlzC?Zf>frM)%}=O{>nCg&OS{TPWB)m|jj
zw3K9B49pMZmzKZb3dS6{EARm+TgxrshPnpA@mQsEiF2S|z-ESn>73adac8xldA9Dr
zvbuzLn&m*61HL>rdn}zT&WY#!UPe_-jSc(T1$4jxCKI`fuHT&7Ee@z|q^@V1a};a>
zF2H;Fe6?eEbmT1RSNSLS=QqunWZ)qv5hOl)(eZ39MPD@RHr|^)1_i^W`hs491yC#&
zEf7k^$PU|H8l99?ln#q+wqRb6cf;LdZz?d}dV{YtqVnHbvA_3E$x}uqC?c}&30}mv
zN;0PCsqMnIm<J`Lht|w8NL>ZMJ3E=WwHT2h8}zpxKR%t(RNr{`()sW#ZtU0i2Trq(
zB!92fr0?C$j$~N2%MpG@Yg&@E{rcq@mLxuXv73XsC%Z$R7gF=b+^@FWx4O{{DriHa
zy<+Gv_S*E=Nqu|eFmBwJ4C66#b*BmQ=b~Sg<d+n>`;fj#{I*Mw4RB8?=`xY#bY8ul
z{d9_7#AxjYYvJ$bs&SnZM<7>VX(WeOmASTZn|Vz>d#m{!XG7Zcz@Mmd6HS7J+He*y
zQULO;X`0ukngKay|8B;)r*1sivzqVXq5jEsVWw%q>P+KmL*oa6>G$yJsc2`fWU|1T
zktc!mpJ*>t9t_2;wmI~Lr~LmwD7X&X#wx0t?4J;%@rqB&S)j*Jq<crOZ(H!@66<q{
ztmomGK}EfNUz77w@|8)z<~VU3X%phlO+JW$_|-$bYtC!#*2_*vKQWz5Wy{$3xAE<p
zeU|ihYU0AW-r|27vrC{@paQI{sgzR`yaHdWehW;AbEKRiRC_}|Mz<!0l)OS5>%rtc
zb=vBg^^>2k609ZllA;JtiLANKVV|p>>@<lt*3#a2Nm8=@%2wkA75zNj;Ki~B)X4P*
z71;JfWJkGYAEpzbS6f=@#rx%SoMX!8j0v0v78DIX`$>Fmr-R-9;HR%rE|x6`p)<}6
zcSySZnE6S%RbY4*`7l#$zIx2XEk=t?@Z0t-5hF3D$P%vtwO>eqTK9WyC)ER(uFTEE
zBq#jt&Ci}?kHCJSc-!y>*$WaA31vPxe<^aN`6D<moV1{R(7b1R9`ULm_*FrR&<_GI
zZTJ4-`oYOVT+lj-bHDAUh?1~zw(s~m993VyT5XG{wq^3dN$h-8n|Z!j6LUgU-ybFW
zv3oku-V}Y+RPTu?RjsK#h3S)yjI)A_j+M<7=FP|N9V#C?9FKjA8|xL4q!D_o-?zfu
zR}dg{b1frA=Gvj@M){_L*jN6fm<LO4G+e`F<V(X1I7V|q-j<xQP$nVnRm1Ub`3h|_
z3EC_P+Ut_E*Cpb%B>4i#4ugOG5iJ`Qtr!+99UiP69<2N`SUEI^ZJDCjMD7LeBCV#C
z4ex5SlAo$DsU@i6^{$douL2W#0Ano@z{kVBR#DvR<>1!8XbI%)<us_&Rdvxzx*Sr$
zBy%HVfa;JhAfgh@B{|(E)Sz;zl7z%0HLPYn_-EJww2%aPd)x3Ram&(J>5QE2wSt}T
zH;0K*>*dflh2P&4X1ytFq}+$6w`1&V&O&KEVC?Fz5L%KkY(N2-HPFz2ScE3&x+jUc
zC%Mp!z-aXC0wc@BVtz`+mse_(R^NB4&~z=+_WC*C;r{!;r6;i!{;?n!8PX`A;{R1S
zz(M&^S0Su*io!zyB5@BQsYZE6J)%N2qN+2js^d-NuQ#5Z;a3O<A2i=r9_c!fn}yk<
z3bX~G{u*rET5O3o-ri??LLl2i`N)VozXjh@;RlMWtT?@&2x^!L{|0zB`UX&;a8ZyI
zRr~!wO0B1*5UwO0lvGdI9dAg;KK%VU@=xo&;j=5G1S+ES57Fl`BCc}mCVY96k8plT
zA=Y4W0aRXq33p?<HJH1-Qh2bSbFQ{${LApKFFoT0op6AbC$xQ*Y;P9es^O9GPryg~
zJ8Jg<Iz6>5g%WatczdV6cg=n0pZ#)=R2u$YXF$cnWKY_Z%v~V}X>dAo#3*A@=TgOY
z(OY5@DTu4m4!LtoE>+<_KH6Y3;8XJP#6)(b5$MfqlI5rM%UNRGB2ozM;+=Re9E)6t
zt+rXbusy&U9>jR70LK!vI6(KLE;4?W^)dZ1JRht)b*5+?dc@#Iz9)6w#J*YcJ-CCx
z@iQbn8Ype=2qd{^P8tcbPO?Oj06@8cdds0=_jw!Z+Zc|x`Hv)NXqQl`3sGrRaWW}A
zLg=|jS0D{&K$JQJ0ZYXtn6_KJz76}&1RIFXlciHfd3z$99z?UTD7Rq0N!)jenMWr7
z?Op;At(Cf&!9?qi$8dkxZSK``WInK7g2XGL0#VYV7+nf<fPoul63zEeD;Q+Qa_<tC
zP=-r*hnrWrs#}KCt=MFpK2D^Lv`F-fhfzVkp^C!iF~cFS-b3YEj@*#E$cMR)BVZ#B
zhi{c}{dBzYlsCez^&ae6%nOD>O+oEXdD1DAH{D@qL=kG8gYsX9B83u;7iQd!xM~E8
z>j}U2To-~yE+Z;f^Ncm1Vze<~smhTW3LFtR2rivxC@9(ua?X~^dBe1b2Ez5Ah@3h^
z88!t=L=QfU5am)9h;xJG8b<31JSj?pFxXqSPj%aPkAf)@Be|5tE%HIsTo3a(1q|Yq
zfG&KlkQih6`^7ALhICL0v<xf19J`<#ITd3j6;mcX3PiIYB8OY8K)S#LBLVP{NjW$i
z@zISntId;^!31WD#v($N=tHWvncq(Gag>L1NWXMnE|QEIV_=>~4AKCmVvdb67|~|z
zk{p%;%Z*Od?LdT*U-bol4ADh6@JC7zgHCpELSJRKkwIZ;xkW$q-n>1UWzx;(GxyzX
z3`I41CCvJjyk;_R<jc^O>V8rFFY221<k8=NlQW*c)626=_toFQw_co1UMe*6j2}1k
zA6ut((xzs*TO2ldQFYWSDz)6DEedTZ>Y;jUw;UdU0$)pvPPnI}7M6&BC2EK<gvNFz
zgdmg`VhChmElCE9K*CYE6T>@14LbrPmS{Pf21P495sOC1^1{-RqKbob5j(!Kya!b6
zhsB9E=TWqoP--k(QYAsf1uE}?l@0a&16Lu09?f$3Tu()#y5M%HemO|##9EaTnVI+5
zUg#AhegzI}^Wz21a@XVEm<EpVxaY*m4%Cl?aIj1)RQwCtb0apL>Hldyiy(b@8b2N1
zs3Clo2Gq4w>#yE{&M6T*n59wV;dRq+O1H75<x}^1Q*VniRBe+YwtqCiu^__6rCciE
zHn2rAIXiIJBWH^u1qY!>FExn?*(VX?u^?{0EfX?lM3d_tJV%Zo&Xq8CQv`|=u}A<q
z*|4r`d(NLU7LghhVH%nYcf)j*G*MxsXx`r4M<4vG@2~^?Fie(%6ZO3s4b!t4eYjcF
z=!n$K_Dje6cAJwGL#xB@TmP`raEk!l+m};k)y`%C7oC;WPG&*wOXuw4CBSC^unhuy
z0k&+5btI?5?#34fN4{@Ge7u6)zxlN^yEQesVxzQUq94-RUWQg%=KRvkUgDXF3UbLI
zf_ec4AOUV^_cG1?WtxM7>B~(rY>p7ZpJa895c>1$*Tm>(bSs<^dWuvaoBVYafrHYs
zaXtc($kfGS+f4wE-5yUNeg>emawIaA5J*Mn8)-&ZEO2lXDIbRZoKm`W<v6s^hM6}!
z=TKzJqXNZ*nb@?Oa(K#7AsKJyz&ZBEV|2)47?6nDOE;b^@*rT>?XY`yi#L7PV36x_
zpmzYOEy4(6bH-i~ZqPm&!m$1OXp`sO1IwdH34Yyj`|6vTaLGPC74xPb;HTc&qcLam
zcI`3FexudevcP)xEClkOD@0qc7m5U`yE-XBw<tlPXW$p_(%GS=sbMDRVW#Q#jMLPf
zq;(i){F*dQIDoPj5?VXHOl*69`4ttd?<Bc*M$??64YKG<7_kt-&ia#Fgxg4F`J`H2
z61_&grD>S+gBmaWi7)p6F7jg>nkOTd0039?yg`u%yK!_|Ixx<M^z08}Qh&#O?0>sL
zz=_F{0DE}}+25v0n;L`F7p(zZZQ&ID@Z5}lpuy}TMXm0;Cd14+v($=&46<?n*w%Wk
zs$Hn2mH#IGbJ*LP6e?>tI~x?OAkf2go9Fd+(SJZK`EgHX-`AN8$+Ogr2KKSqJ73-I
z2)LJ?f%a8)3?-@3{9VhrXqIt6?B~Uk&b|Y!qTm|+q|-+M3*X|(hzoHahQ~ARKWjUW
zpynef-m_|edLneGUEf|0RLVfsIbed1Mgu2QC@ltmvd(<?-Ao3o3>K0Ci*@nECHv*G
zlv+C6*Zq`MfCvXF&@K;;J%q=%0vQB5a`1i!TmDka{#zccsqEONoKL4X<0}IcI_D!I
zaN6*$2^u?l{IeWR0`4<;C7kjllKzhZ2Z{))(!Bs!O#m^0wSQJs@c&~(BAZYN;_ixw
z2-S{%W1@iUlxvf~aJ=*tRi#puPk!JpLx#^iNg}4lUwp;vsF3#bELYS6n2|q;3jv*&
z<c8_MldL~^)foc~le&ApfN|L~vYV1WBXqwm4k%7knTczt>6@8|+e&qKGGrwF=}&py
zxOLWbFCiXI7-ZSRqHSyj-z)7;Lj26U_A~WbQ!1lEHY1Q_Pl{6d<oX%<l#oNn&G>-%
zUu<stqerou7ca)z$Ze)@V)E<YkQgb_=WU~X;dj@%N`|X}x!JI%B3hnHS{^pq6;HJ)
zL<>y-5HpGyK{W%THNCu1kLy06<fDIMuO27H5m%n2eHd?wAX%BNT3c?fz=*j*6OHWm
z>e?w<M9w^brT1h$DHrA1$ostfM!+|@O{d2@4=RU=x#j2ae=FCKl<Bj`mzP%g*CQ;o
zPW)v?NWkcwe53ebpr`e!NXlAsZQW7ddC#5AZ*#>Z0W_-%o$s@qEG`AQbuv;~mHnFo
ziPHiCb7m$XLu_+q#`sl2TXjOEPaf)pH7_6r!=p-8JDW4F2Z%`$>}=*+?RGz_{6*4v
z_z#ZL6Bin1Sx^Y%QDvaSAhCO}cHmweCl{6t&vA*HNSch|5!csw!Gj#o@>h^2+WBq`
zjjrQ>>j9H++1m6B1X29tXiKO)(B2mRA_9}mPV^64-fvq^D)=e#q0^cMv3T1N&4ei(
z5e}Bu{kz}yzQDQUhktd`Iqvun<7k0@{q%U#;epPdHKauvaf^#F5^iKg-HFgcT<-op
zZj>LnSoJt%zmipg4PkR?9G|NgqccZHj!z4eR2iB%2{(^IIP$h^^v?=b4|;`|jZD7%
zs2Vquh2nGfU+5efT5cLzPHz)WzBiqi2E1xPOVyh?y_TA_`!?ywUvFscoy+@5LEKkR
zq4dtyGueiYrvC4<>&QACBogL&J!UU6`q)C_z)~AtmwdhIV?1%;g(ku9$zoRYjjrvU
z{O>)>rtiD&2qZZh6gnCfIvNz3m1u>VkrQ;^yEe)k`f8utGvB!vF#AG<NI8HpyFs*$
zN()jVsO;!psz~m`J!6A3O4JDnAbhScPq~ahBNz9v<9!=zWyjZA&#nRUAqma4W(jaO
z^&>+|C$H68F@SOm2^vH=eBpTHx8I=xjBv>o24tk1Qgz;QX%ZP1Sb2iH`tJ^MSrHZ*
z1MCN#3a9nGHfuDgm(Aqd4b9Iz<Qfy4Iq?oVs&dkNv1{R^r$p?eK*V+TfAUVmrjwJ)
zIo1htE8<w-qzTY%#{`x;d?2^d7u46C<|_B?A$Mc1ipaD6cMs;Mn>*?coB?NJPcew6
zc3Zy$$IO@D%2?xt+X~~-O>B^zp5y-LGv7?%a%I*0;`ssA;>_p_3PO0Kl>*4tRxmTd
zac?*Lj78Xm^mh7llG{N|cBIjVu+Q|wt0Xec`C4F`Nx#Kirgo))=a7a9;s-ag?P#{$
z|CTM9nQ~-iC{tOy47?hPm&sS)0`~(QdWdUY7nT$3F0OO-#ld%(ywz^5N1F^XyAD3@
z%Xu)R#OfI;yaD}jmGVa_L?{g^WE>%QH?049OsaeQ$HTW7G+LQ7I$803nL7PXx_(=B
z31kWgrejRyjC^1J$a_}x^;uovv%D(rnpG_w&p<zICw<R{0nhJw`n-H%Z=<KD<rL^`
zVrb?6)yq4?PjU2T68c1#_(5GKZKCG7l-JO0*I_ZaulC-mBf336_ehIzB-}LeSg5^@
z#pZhC&15+{y9b2O!YUyuGw>x`VxHq8i_CTMWpY`RO6V@~23{%aTfjWa)CZuAU|p0Z
z_0`XScj2n4T^q0u_x4^qLolENYH5=axPbDA-yP5J9U}m>H4@9}{_|GYE&yg|v@Jky
z_dr=NgKf|<wKFn0_K9-qk}p)QWTciwD9<aQRDV}9qhD%(N;;aM-vm&rd$UZK)C|DF
z6qSEvO^ru)^$504$&LQuYNPK(+Pt0WlukT=rhNMH<KaK2{xr^CWjbQ`++d*DIli3u
z@g|Yyfu4fZw#v;>1;`oT|BW^ak2Wg^=Ah+r_`v(*zZ>jAry^1Z-G5qV?Jt;9G4LYa
zarq^2UA*JI&<6w^2ty_pdG%qu67Z(zgXiyIBY^%ft!K&sHU!%Fh~oTOEtn|?=)f!j
zTH>+PT;kTZXimx&mMAsdYc<{Hk=_uSTv0kP%TyW5R6x>Hp?q#(?D<8kxp<re1zzyV
z=V5ME@Z4TEb5t}<cBc6f9L$#{iT&}I_^US{^FbrWz()_kgW#X6>L5(AxAGY|ZL>>B
z_-glv!uM8U)&e$QC|6~lVM%jH-`=%6Es92(uXmb&Gt=uf(Cg3ufW-98R?LmiAiGe7
z^4Ko=P7LHNk}h>}75M^Q*MHpwFtodX770@DwnQp(SvVI=%;#5tQg?vTA54wVmg^@x
z_P_sEF&gVakqNv%rhAY;@z(3}&#A5OBPQuxh|DHZSE*D8LE<FkY&CU;8%NF&$dBO-
zUJ>?z6ZGuQew1HQ5BNl>Dxo5D7on4(2FW^tVy@v7%nW7>5OZCM);YH^M2+rUdTVt1
zPkS{+8?-l~&F8)nf0)W$ZGI~<H7$M_9e!(GtX0)KSEPRq(b{at)eQ8Xq<i}|`t94u
zw+ek27juLtLnv(r8Q3)}+k!!>eV!r)#c{z@%dt%k2C+VZDP4xHYuxF~eE_;txubfO
z1pye5Y_Qz+$VhsMdV0X>Vn-ofRZu9~{iUT|<imolvY`w0WayN8DRUpoYi138eb}xT
zX_EMyjxHJoMhB}z3Vsz`eecN6^xH=XhBZfUV0A@tQEb#NrqPg5C8nrSa9*%>(_jLU
ziNTo8I#r-OI2@3M59}0eQg1HWB-|A1%4fKyO9Mi1X}5&+cUV>XeknqE*taO(pz%yX
z4RdfQ<y_Z6sb(q)e7NyOG14yAutFn4m4-<*8KxU{OAm2vK{+)UO@9*vV*qo2xoj8(
z!SuPDyaqIguje!dm&=d+S04K>!<8CV=)qwvfYT^_^Daa>ibENUjtsx+tqhY^ggyhn
zQXm%7!R_XE9aVoawLA5++97`X$6rLne<{7d>NJ9rKI4_MzwcnL*~RswY)}v#r7k|Z
z-l&S#Q4(HJ5-2xO2J%l2^KOac=`ly5UMf>W@<*j>=rL1;!C;U(G~_ID6d;Eog;<F|
zD-`5B;;$nK2QVV_*FIvAIVV6!3W#9p*aPLQ<g@Hy{;B6@`{b>R1M+u6>8FC*Af;Ez
zh)UF$mbClr@OK(ZP@wv&48bBL`YKaUS<$UUwzJKAdt9W32;~e69!KmTkm&(toEsC9
z7)Q+e-{#8wgf^b2y{AhO(}8=h{Q4ew#*p0SI^1gre-E?%6K~s}OG#@YKIuX8+D$E=
zw3a1gE;id`x#8;BRcBDS!gfybcJ7}IxQ3bCukGS;&NN|)dQowCiVVzQ6+!b&1fz4P
zoK+0bI^(w0Eb2t@&j9fqW|MkZZI*ZkUz{O&U=1ZHzI98&J$G5B{V3(9n%D*P9??7_
z=Xj});0K(5GAJYd5v)x$66rj19MVQ3!rQbL!WeZxBeM10Pf5)_<s=Xr-XF;7@K@1j
zvpwgE?Yoc-8pZ|0Zv*wQ4c*P-H0*S5l8B|T_x8rw__#=;>vj+O_#eyWPJBeYLyFXD
zN-O5~F<pFxr{}m-RdPrWFMnST-~9&zIuE<w>S)Bj)ufMaCq@M4h&s<Hdg)|872Y{f
zkAI>_3I)uHmKK1ToaYhI!Ya08(g?kJaNXR&T;5bZfZbf)!7dCS`S2gwF&tnL*(YH#
z%=+$}S86xVAZ>-FXZu>j_AN$Rq9RuE2C-F9oBWe-;cWvWo)!4DTgJrTDIjn{wjF!`
z+CbU00E7LY)nzE#IZ{i~Aor|Q<Cu(&7j|VI?N0ajfwrf^D>~Cf;G@OP;ho)tgTsV_
z{arhIj-g>iaPIe&V)9?|6>o8aI@h<a)J?4;k343MJ>_yJ7E6T@FgEN09lo_am<ElA
zX#L+c25UFE`Bbh)rsN8*P>%|=eE5LrI)|!UXNy>{Z=Z*XB;h`zI?qQjnQgMabQQ4a
zZMt*6H0Dy;2Q;#AaL_$U5Red+lB9(YtgJa4sqn25zk3ARrUZwl<ff+N{&aG+{^6gT
zz1D*iyT0une_h_at+pLkK*$$J#*E?}PvNs>|JCky1-t7ZZXmW31C2op^p_t*DVCn;
zcYXPwTT&&u`_{!$Fes9KJ%%O^C(=2>J%m{f4vNec2}ZL<%_9w?lZ*y#l_=fsIuZ1z
zf`G|cKZ<BJ>ZVg3EZl#7;`_MY*K^1B@y`3`tq0H3)&>eoK59PcQKz__edSIDvv|@~
z$t+HgJIHFj<Jrpz4->rOz2!#_IU<lwe^_R|3N)Apt-cOeFf?!dK1DE<^ttoR-8s?m
z@tTqoj^$EC%0mG`N}z`<QX(Rwi)F`ZMaGyLri|OOgZ2&mI*=y4vv$HOU{8dzgbGQ8
z4``twsBHVmd+wf&0#`)5LBJ-O)b~~3J<t&3OAOa2)(Ml(0j~Cz{x6l1qn6uDrBWIC
zY?@G%9R{TK&&aLF*|0-Bc&IYaL~7MJg?x&TE48OM+dH$Pk-*4ZvoFMB&mk>9WZ~SQ
z72|)8s$CJtveE*bX*3|52$0TXiENVT3MHOLkjDYWA*~cn9Q#>`vo1>k`-}TKEf&B=
z+u_+K+=2M8|C)4>r;lxX1uz@mfyT|}yIvofynY-FtN~Xg{G6xTgG)}3_S}4~;Ui?#
zG)=>)s;L)2n3=9P3X+SwtgpQI#{GLY5Ru<BP&Oqi?dH945sGKHv6-4)>7T6Sxg_*U
zN$z*am@tw2us)uMzMBybc_`z5LFs>;!&T2t?s<E@@vh3cwF3W~`Bna{LCw^AMuJP{
z5Em)($&W_+58qwiR9dIMS1Jn+%#-ebPu=dE8tOC|>P%<5B4h$m0-}_Rk+`TT;Ni}n
zPyyEH=Xy(8JV_k3hlHgMwhxU{YFvq}1ws=lJ(!kq3Q_{QSJW}Qx<_o+U^O_1tl-f1
z!9V0w&)im#e|`CR*2n)N>CB^{-v2+&7-krmv6GmwE7_OqGnUYXsK~zEEJ-5!GGpH=
zB%x%B5LvQ>WG8#FWY4}v_I=F!-hF@P+<!XvoO^3DpU?aCem$R$M=f?=j^vwpd^TH!
z1crh0n-KEW*m`42`0V#?JIUj@KR3#!&F>R@QPUQ%W4GCf-W$`?=Hw@T#;qP(ktg0g
zZ<roC`twV!6oqxQj4+IPoCTljqI;?yfMAvqZ#H;#RZl&j971P%B5}hAe?N`r97K#w
zWi*8TJY02SN5SKfoBOhZZqT_V$HSIw(vQ4|^qyydQdf@KCRr9bCl}_&qQA?`XXwYN
zrt$bn$`Qv{wvk3u%14oHV21nN5XQ*U&8+|Wdq$(ze><_m1tonyKx{2c^|I0N)>)-o
zBNFRsPTX$K-MsRH{GZ)o_n+9fk!2nmMC*_+yEUqPG_sI?Q$mv+`mBW`z@eDDF;;&i
z&wn~)#qUwYd{Wl0Q>tF?)AL{a&bxXIKk{-fm|ibx_&MxW&b6R9DAtJlCidmjls6OO
zx?lBs-Kpm1RNdIv)A#R#$}64Av-V8yHigR+3}N@e->t#joDMx)cb}-h&Oi=5#6pK(
z<%4bA67$);K?O1jL7MgQ9hmBR^);!}`=g<&ajwhV+{usEYwoAIznAtbm-eJe^!j$`
zOlcd*HG_8cxbkP$RhA_apWjzwnCe+0y=!}Q$<(*q@cxPUwKaRjePkKnpqu)5I-9Tx
zh-FKQeU=X0!`cH-P{)nJADTc^5L?jOncsC&R9~NxY=9$bI{P?kY^|<POiQ94kisQE
z91=X_L9=x<6W^~~l$G@<JG<)fbe5|Bf#}7C{LE@&bsMA^CGQj&qjQ2TC92!76D0=a
zA!WUQKKl=auQ7+7A)97g#}H65^FO>4_~V4_JIOA)y;S&KVu^ys2?_rePeI(0*g-0%
zq4OL%y~nTjMGtbPI?TYFxki<3Ttz$z!8y{Q+<Sc5ew6Av75t}-w+Z2qOjBXPY120`
z_#=(XKUU%36i)m~q)I?uR-H?M?bG+fwVY`^^?o}CI~hz68>ii&Td&Iy2_%H;FjT#3
zwEeL|4moCTh!@=|Y4=w+2=>vB!1p>7`FihcCLkx@6Kj{()z4aDULMkQ!FoPQpF|?!
zRY~lY^wrhmy*8>m32v3ZYl1V`&W*nN1i9ygyJBQkZt~SYvTqCF{@|d@z2HHwCL=u?
zBi95Y%d)}XXc<PQ@+bE_3Ve6R!V%PMyKRDq+}vH(|8|ELJt`Mv_7@ZPbNM~nzEy^E
zdmi^z)|?x@FPF5sxY*g|Fuy~`Kj;y{JaESMQbqrJbsC-Wn&0?%=fqH7OXFNvdO>+r
z!u!`h8O8WvV*JWt{2W0xpTKBB^V*gQQ5IZdGHqVu@S*r2%>a&`1J`X>MBPVuik7Wh
zS0HB=JbGV1HOms#6A}YoLyH7S8r>GAl9tU-JkaO@#+1@KgTW@aAx}4H>W}pIsd*PU
z@5tQ}l##Z+N%K5MI;2Lr=FQMKK}}f>NH9|1SHvv)hc)Rl@P4<YKfuPj{o9P$iup{r
z?NFn!j-|bz@QfkZ2onh<GDk4*l?fm>isEs^8CN%xS|W&sUYvv7D91%5ae}Ais7ctE
zsrIPdv1ZYGi@I`6zSmfV4>e5-v3B><zkBGt>)3S%q3V@CmRj4IjhzDoqeaOrh%*|6
z#chOI-O9&5a>QAf-~x|UBen)_F$U)x^Hz%q<#0P#VuDum2z`;dt;o*XffsL|UHnN^
z@H5m&3W{xgVc+_K>6kDmj=BGYnF!j|w*U6sID|DF%|<}xPVg9CqHap3URv+9wBB1G
zm|zSmiUoU_<%32PUN>D#7ebbNmn@mebtRo!CXG=s{`{}E9Fv@p{F0fFY|cv<4Hajq
zsgFd9O9637zM9lwgJX$$4yy02>+yh4eetjwk7vJ%?|9zxePqiF`sMq)!MP?U@GW&X
zLElRuMb6cL?$Y~K?9(OLiU;x|d6jpBzOa3lA@R!BU6Hi!pdyBnpVdr%P8bRK-RXO4
zfSftkbrc!+w-xJidGnx=6#0l`bFDLwahodQ9bWwu?E0*!TU`~(0m|B-n_{Vn^(>Tc
zAE}G6=bIol-cwbX2jiR>`1w@eiq;=o!mJcMzx$teJgsO<N?u&Cn^pLxt+|tbi?p6c
zyw(SDa0e_-?mzJg#2op62vDfjmoPq$Q3&IeFhmu##u6QQFIoIXOr1#0<%{nKx@EAF
z+#T9{!Qkne@}F~2Oz@_{&>2m*xhO6k*K>&{BOz=xWac_=N3*YKFl~lrW;ocs8Z~0K
zLP){<C_6gvxTo|YQ6sUqi_jBrI>;eXnbA>-H#1_i(6Q)~W2gqDxG){$i;f?FrUC$q
zV5I97(g2p_h@6FM<?;2k5yVWvx|6Qz6|Q0zu7$W1wUGr<e8@ZMZWG#BtlIWdn9s%E
zP1Ft4*ID@Z6sT=(=UU$`u<p}J(12@T0ASlo9mPON3O*;VA$b+WmuSm)2gku40xWAG
zk9jGsE|hmNpI7IgrbKBtrkrEsT#9;z8RH-_!J+ITQ8O%1d5uyO<T|hJ-T+iU<C|=j
z<t6Pa;R5$FsVEWZick?a9hk|0uq~fk)Ru{VAVe!x_I()Yxo(zr7>?f@!@!OS1H^U7
z1c59H-mp3AEWdc1n1SVfMV&LDE~cR_CS#J<>O3DGJjP(VDFjZxh@$v6<1O$iEHw3X
zxUpVP2>ymTeS(W1syWmI>bXlO{q@^kDgGAE|Mfrtw{U=yfWFc&>D(-fpSIJp6>5l#
zwvOWj3ir4IYtUIi1yE-pEl}=sN?%zjye~R-+Q?p$U0{)2U~T0{Frm1OLP)LMWEsB7
zfkBy5L#@>N<&I!)0*O1YS~mCrSl97Ord;HJ_#SPEGiTMk)WwBDLoVVmp&TsXJzI!+
zyiYp|P>D)Y@BEk|Hp*WGTVtNJi|L{{%C_u+C>C1X`_wbg03yZ1gF3M<GyCA00+Yqi
z%G+^Ae1_ZgtA1)^qr`uIW4;T|kY>M5#>Sz-DVREMjeh@+OAK64Ep@u(d4G}M_;;g(
zL4h%lJS6yUYv<e9$ZhLaOzrO$t=y%>z889_hgXP*qa!WpnxFHJqQM4IMUs5JA8y_F
zD<k(56_GY%V|n!LZ2ySTwR;X`LVSiNU;}oHg$k>-c9#3_16b=|DsAa89YSJYNAf5U
zqu+v`?wq*Jkepx_F|aA^>oI%8TmK2P&$faK0vnTArvFoLjBD$YzySgcvDAMAaSD})
zI_%=Uch_B#?Ns4y8_k6u`dcNUx+_IpoK6>0{}fP>-TupVu=DbH=(I*U4mTDruJ>A;
z+bppR3_Kg(9JyjyQvr%L(npcIc7x^LG+REsv#5ODo0}vT-uB;Ejf2c*I-^050+qI%
z%Lh{ioPKvlabszA<LTto-wr8+=oYeyiHzF<F@WnB*~-fmo<Q449R`F1w~b{C0fb$X
z28LuJmRjMb)xbu41x??N%@4s-TvtD%;tsOO6ngO96(F!050N<=AOc?9t_^1@OZ_l<
z6VU?{L<3}u{0NjxQ9qZNwHBnAbf*0=o~n_zrxjEP&VkrGOzfQUGmd6PxQ^JZqsd5_
zpgk&h7#j+1`~tVKibFuBu}7&KN2%wJG;Y!pa6amGR4ddpSjP<6AvLGWTX4X>7eL7p
z&|X`}2qm6@qo(dX$%R+6gAhs-<S+VxgHO55c8g6sl0Jyyz}m&_ysa(asHsOJY7Qnk
z==QJ?xs)K!_EVm%tm^f)*S%{8zb-NukgPL$&w<?(q2<c#E_-?onKBZf__Z=YG}QZH
zl)iudV;u!CJbdL@ds-|5$h)1VMgQG$f<PGkJ}M3s%JqCzom@5#L%+iAwL%ZR!&<gt
z6NaLmI68I2P?9APBwqAc%K&GJ7v&ITFZg_b*MuEh8KI8jpVUCKhnLMuIw$gbr;9`h
zjVI?tqIQa61v!^v2XX3`mxaZa1TQbN_Byon{HIOnPuS4#>M?Yk^c^P}B%C{%)w7dY
za2*``TI#6a@wM2kP##}M^Ac9m8*vnQVGS*R{olk*po^Ngt9bZl$I3}%*K~L6%DDAs
z+_4!qE3oB3+rd0X?uT3q6$f`**GV8&c+c#3f}4rF6(n&2qkmD0gEY-Wo~Oa?{R$c~
zgEc9#SL1eZ@USAhk0ixDL(VK^nkF8R{NvP24UM5Z295L;bO-!df;<6L8WEr;LpKxr
zfqDVV!U+#z&^!!R_<}f^k6AJp2>OKIv;uUk*ddjLQ}B4_k%VUdl?g)uBKLU|mR?SM
zf~qT$u_*n>y>4EV<D1lPN=iU%$)PUZazl;tS}SQ!<pov}&}yrnNY!6rpxacvItpY^
zcj{wm$5ya@n{r>ewT0aGok3fE$|mt1>)oEaXG83Th=6lQX#ye~2_(F}iu`leA1ovl
z<rj`g{ZT9%ai6Ea&TIi3fL2KsKFUN7VHM^azR+Kj6Q7zBe{F>+8o?0*=**k03Yy#t
zzvngwC>D|FlE=-(J#9-x<-?phyO36-&=`G?LYi$>hJA4|g`Gs^ag&L1yRPWCt_)oW
zNj<TU5an<QD3=8$ICDn1KJZ9g_m=H+m+n@5aC^q~?$hQEt-ZyQgIVnp1wS*6BH^1^
zqlB{787I{F8T98Ue22a{Hu3Wld7vpem7^|^-y&)n_bRLIZysDZ^Zl3P1sBh1scY0^
z3J*TFqqgwX2J`e&ufWyQ=arj}&55L?#m&c`$Zihvd0(%Pyf&AnH>Zgur&q`f533h`
zoy1)!4rq9?{q-Sx{ny%qsifge@sa><r{k}&H>NGjiGLwO>OJ_cG@4Qmcqw=@5s(<r
zj#c6Kb7r5v8(Lq5^}a%``MNq)tZe}J=W0CbM=l(fFn(ZYmr_0$ZXQZT48}{aeW*{#
z2#~(A?c=rnvuC9RP+0~wGj4$t*#S17{Q#@-hO3DLs-(=ofDlBv9^4TrG4jD?iFyWh
z!814<***QqZn?#K#5(``F}m0aY$TtvVW;YdExobRzfDg4JQic0w+WB1t663E>$0@w
zv1cM|i7mrrhsip>%`OCa+pOsChT_vU@Ca6|!_DtXco@pI`YgAp%Ae|!bd7Sq-<OOJ
z8?N{XZVc+1n3-ztm9KAHpUS(YKdk;~`E|^^=C+mlCuuaXMMHZ}OQRoGZM?k7yiAPq
zK2q{LQ3QvyNxMtq57n9;Qxi4sjrv(GJh;97>1CKQYv<udLtgJfqs=?Hzl*O=eZ2nd
zZjxX5r6g38>=u&i?kd+^POjnmGidoH?9jE-NV+{_VG%xsf@~1q|Mmt^)6d7k)Wq|;
z$Vud#HFWk967>)4&|)q#G2Sxqon>l*>Fd|#X=(9jbRsKv!g(Gh^aT{_4D*tQ^vWwU
z!ZNMZmw6EENb}l5u7MjogL^@@6F`H4l6M>F$kUIFvb5d`bxc-?sKU7<B99vGMxnRp
zK<DNUezg7y7`C$jPl51gCNYA{Oq!)O3>NvODK_SSKUqA&ZhXa*Ci2NOYBY1DFT2-1
z<gYB>t>8xgp6XghZ+F91OxGA{EQEin5_cSK;0^uM&YbR?VgqXS(&6Rh(Rurv6S#Dq
z^p)f>-f)T4G5p`-mbhpp0$s3`%9h5`e)4*u+7HBw5*bnE>gC;@Hi@(795s&S>8wz>
zsl3qdg37K>lg&S$;hV9#U&E~&XeS%5>P{mgnMu8|RwUvq^O&&ltGath0r!%K_x^#K
zL#KTK^$9YIx5*%fQ<0XDCnW_(pFW<56`qPY9f><0_pP1uaU9)BJ<>N#Pp?3vyD_|V
zi+i&d{g&=}`iriVTRo{iM9e#|Uro$wP43m3+^;dQs4*~>v$B$#Fp(QJQ5!HA7%_NS
zoK>2u)=(y&SEckmTYAyODIn<f9c@cp+YfmAu7XAd;}W>e7o3>`+Cy1i^M-L?xt&t`
zi*aq8%I6m<equ)@6D34~6kI+O>u-g=C{Ri}8IcwyHC@;2rtzZ{AW<%Y;D@Z>Rn!D6
zbQx@DQg{rn7%`gV&%)`8kDD}Z{aFQHo<6LJAvrVaVF4gKHqllvXf$(pwSyzSz)0{m
z=lZZUujjEmfU80+q0xBj2rEfa@INo|&7L8-p4Ri1gZs6}fJ2XHME=-9_VgftcFxki
z@89Rg7I6VO6Je!$413IMhn8W+ir`DZU2f9-_#|J+*I1K?iTkr#2t!i5TMuvNqGK0r
zo-Fvq;%f78q)a`}RgwXTaFj*Ar3qvzz%v|)=F_{P4V6zQWB;UZz*j*9h?aoiF%y~p
zdts&i)d~p!!K9+l16ju)4bxLy)>Hii-ogWvae}EmF&U8I_#}nyee4#IN(9b;y$Qa0
zHZ;T*FUW1ekxiB)^_eE+J~Fx$+u8zNMf4)?;hQ(;R%5<1ay+`N2Cib)?z1o4V|L5#
z+VlzkQ6??1JYdu(C~V_jHwk#clg<G)N7NTQwjLq3H^H<VN6W1jl}161=RpoCv3a~q
z-ZfeUbg1mQ+_~nqxw)F`@<fL&9lDPvyUtD63VZqCTsdQbN|v@SOWI#@bt=Ax?Sm#Q
z@&Xn@YVz*vf2cmfd=~oV&$F06lj>g-If8;oO?FOkpz<yTN^M)0$)yvXlv`BO*v3(W
zpz;5D8I4%C`AhI1w-!n^fpu*2&Bqj~V)ftX2;Q{;!sJG-V9IjIQrEdF<V+t(7iZ8l
z>zkceW(;cKRzSLUd`)M`iN07i!sjv#u)@{gUYh_5T$p|L42+{YL>d;tHdo*wWxm9k
zkudKO1J3j1G2b6l>CBGOD|2hoXaG(qBCA8|o;pCbYho@4vv3PXfoLo^e|=|6;Qt>{
zRL_P;1>@}i_(bj)b)o+#f(+cC$NeR(G`~3Zko3W*GLm}K8FH!>yC<TEt7YXqumBb`
z-TbIVF%39va4D$!7xtegwixZ~Im5H=CU%^MKtnD?(fog{j+Zrt&za@2(?{0Jn7bE(
zF%~EVgk}QmK63K)r6{JNP)Sk7)O6NV7TV`OqDC9v+~Tc<XGwjE7^UHT=6+SSy@qf8
z0ySJC>Vg4^PN0H4q^F|;2Uq7)NaMx*%Vj$74gEl^{mkJH>kp>@z5(@d-W)NgMii7c
zT30z;Kre??G|aIbF85yQ{B6ihfiQP?f_9j$4CKrCS!>>~Q3ggn1LSLC#7kquD<f60
zJP0jjJJ~o1O2?Oy-&jiD1?Vd4Lx?AhcS()3$7ka1r*U=%+!K{Qd`DvSP%|j^Q3U0n
zl*{6wDdNCXMR2M4+Y)_PCSAx=^$t<44$;-_i>sZ%AqE2pMq!SLj-8^;ouW8dUdZ{Y
z=P08MZePALgt{1gHOAS6x>Y?vR|uv>C##DI%MRq=)y4!chLUXJ>Mq>Dfy3Xp`%9};
zbfbny*PzIy0f?`nJ+cnRrP3)*&8WRsmzBhrqo#39<WMwQWabz~@_}DE*Ut*vhCanc
z_aN&F=o~JNY7H9ql<-~TGqc9uGzTQX*t}zy`;Qg$jLT(F^cGLYzD+C=)JHq#KmX8K
z%9}^CCEh15q0@cgbL6|h7>`%;)5JwR*qbdAW<{QG9aA5enF5*OyWO^XhZmV55}JzC
zoaNOyxhDHpauX|v7D+p5BLx#}u9K__!W+AiH}EwLD=*1lpEArKZ8mTWTHjkpcav3I
z=qC4R)tr>3__~z#>q-i6<wOaF?+=EWQT(5x@t|#&f-lq86}AF#LjMi=VSR47=LgvI
zWRyW7dcq<Rab#0l?w3_!<D2RGDF1B7XS2Ph<JZ96S!J%VgvHU>-F(8R&-}@AV+pGU
zZ&Ft~k?tsxa}KT4gne~)I8D(kJrOT2b9&QM+tn7#U^%57)tT`k4TShaOOo)U9=E4g
zWtq497kgr8F^>U^!#{WjOi2a}ng3<w+U34?cwdO5gPfo*S7wqa{Vukp;S~b52x_mf
z>myWT!Woi)1}RAe3h`!L>Jv^1NjDMzTeL>r9UjZ)zGp-QvB?*g|3!EM&tU*^XQyEB
z5FWilg`&QJ;UH6ZqShXak^$cee1q^{dLDItIOhCt+*w`LMXn8{e5>r+hf(#!J2)_P
zzg<Q@t(@AEG@vYdkKdA#B51=KY3)B!i{Xzrf#RnD6b$}J2vVYKav~EYtY1Z}0?!+j
z0BRJHrOyhU0gsvDk!sqJHYYT#KaNTp$|#{9EYjqq!k{mqshqPt2+=`<hvjZuyKt^p
z5wmVb<w6tXLLdJ>TK;eCVG|YnUa2n_6#H~`EH1=OzDRNh5N)h%bDksyhtbP`fC+1T
zDuM)Lq*hP0DT5TAM=MS-a`(T0HkWXkVd~791IL>KmHCKD{AXX^>mRn$oD&G67mR!k
zv@fni^Ppyk5oJQP#yC$r4t4C7CA+V2f359v#SK=@Eye$iDt0{Mk^A9SxcVlYFNaJP
zNlX^?!XQs7RZb0^mcq+dA6_je4DS>@j=tf$ZO!xA-8Ol5&Ulx(FXP$=I|&Nxq^rn3
z<OzDf&>cyu_4D0H^Moh0StS%Zv@~7Z+o0Ke2Y1K*e+m2R7=RxvymV^$=y&(I@De%p
zhTnAPVjak~5ctcmPeDn>8D8%~cl~yjAlvCIW+)Z@-YE7h$vZgv?MEMnt3!fj<8juP
z15FBKpeNdH?a2*H*em?Xr||A4M{PJD#cFzx_DE`U$EVaYlD<++DC>aY6m<JRr%sYZ
zqMw$f=K|e|4Q4%S^{4LO`&prX?p1Z^w2+g?V5LUTEl}ZD*awYOj-v1M6#k7W7hHT~
zM~@VnkopA6#>wYWA!wn#K-Hhe!%(IuiA-->==n>T+@LKh2c|AcVn0=Z{eao_lgDj3
zs*8rCtoe22A*?KG-Ou>LQ&UhP7X?})sb~0(xzos%LdCK_E9kjQ;_P+3_1yIo1UTvP
z84u6~>C&d&qD#L<|K>XULL7o4dYdb1XO$K^%sMyrViEa$O^^GN`xgoCvWtoj?uLOK
zEOI;a_J>OKH>@+TZvq}uP@{J~MjHyu8zy$2G7gdQ{p8X_yj$hPVAzg|;rzzr3LbKb
z=BtA#f_HaK8fW=yX77vG?KOGw*6D+BvcbNW@rJVMxf%3tE|)-j&RJ-g2m032_xKd9
z0FiCv?hLwq!u*u9l)L$*I0%1wa(L)UdP@E^Z8?5&+Wm#R-L*mX^ZnECclzXX>XsvT
zbkD&!;?;$01Mr?3k)nmuR+h)4ft^DNUh&HTNJT7}`v#^yC0L!~EaOEZ%d>++f79RZ
zfzMzy)G{q(d(~h$^k=$GBIrGvq>-3pu1X)b5nJbL%6=?sqx%@JDV%<iGVmixHl#x&
zPv5yvypI-<>ZzImk)ju=fA2%R$vcw!qoqQ`F21JjsF$@U@Q7`z<z(D@q)!vyb~qx@
zoJe+J{@`zZy!~r&)765wv~=7sX?}Ln-j)3Jh6=URS!Z}>+^=@538z2aY42NGg7<Rd
z?^JFd|Ju#o&h#toUxTo}_Rnj;g-Tv{)hoF(>~u-?N4-dnl$1DEHT~!D*NG87*cztx
zEr>HtDj4I-zb$Edv^|)*zlCH+7_r-g=-YO<<>)^y)zQy<=uNos!zr1B8OcH&Zbu~!
zO8rLAk_rn}(8Y^7Qz9`Fmu}UWCAc>zZSZtXtyL%wJ263S(?a<kF%vZfw~=>KxrWEy
z$|=6B^u4mSd&PP87r@5evA57B$5WGR%47qp1XzhJ2I_UK*c>KuJk!0@^DoYjt21cZ
z!g3~O_m|EdMh`s(F>;Dd!(&c&QwvyEFXk3pyLxTgcl&4RPsWS0P21{}w@GSQzte+-
zr--WN0p@YOH46Sb9#1_~+<W>CqH=R9rAEk^AFCc?5B{A%W6{tY?$|l-T5>TV5=b`6
zL6}Og0`XBJQz-ixZlGS_+#Fo+fAE=5jR(o8f4!NBm_@XsV#{FFWZ`wT^?LfRMlCSp
z#E1(5`i<2SQN3hgv_w=6=p>7q-**>X^-l~G(kB-$;E!s^yW}gEN8iO}jKLhdZywcA
zW|R)~3Z6<#6bp^TPB&ruN5T%BJxVqXlHUO%$4tY8)JD0CRdmOX&l}XsWX$9n-@MU`
zcQUM#A%Rk<?-Z(e>kNASa(zMei641|7}qqWx6k!Cmgen~htH7uftcTkzS_%FWV4CC
zG5$N`CF)btv!1w_`mkM~*g7iC!Z$XCM1S5~<Cz}*Rxf%QV0>_T8NGL3X`wuGO||5&
zs_4O+UpsI5_j#`Damws-RWfjR!Y`=uD6MhIEupV4zLsW9Rs@;JnyUo#>#lD0!ot^U
zACu2Jv%Pg@fAet3^x+57OFD16Pu})<$+K3<v&jxG{~CU9_g-$&D`B>@=be|}H@eig
z->q?{%`7pmuJgEf_xxy{%}Gd_uqmIfZP!z3*YSMDNzVMw@spEvfsJ+6lhK<2qjxNR
z+~MA)O52NU9K#n8`U!M!F|Jz})OeMt62~vB8!Dt>1_Q0YndCpz*Z{={=N0swXuLs7
zI!s$F-?=$_LZd-+5nUwv^pmWo4FVcsgj(7XScTKylS|2WOv#Tro;`&b9XPwlg}La2
zDfV<2B)8IA!EP~k$P;m9n5`8`5IS2z-9d36&YydpcM3bl1uiz3EJMz5p+x@iq;%jx
z)>tU0q*xz?=OxTuv{NDi80HMDoZ^Pe`oB}nLyyb&($F1PVLrdS)QhU^z5@eNd_V}u
z2PSg{%?7pqct1M5d-)YMP3<mE6iMBAo%&Hw6kOnlH(&7*d<&Rxo&sr`k8yyOHzX2m
zdtziqGawQaC3wW^%CfCV^kJhJZ4pQe>vRz^8lxQ?8^Q|M?ouT}fm3{<$0r{2Z~FiF
zOaCPvL#!xo$A316mqsQWAdPCanH9_4r{30dVm#~QRizDnS4QIgS^vm@l99$pdg`J6
z*L$a5?;JydDGuD~o;88{w;9W2P;sd<3n40LP}TB>(Aa9|G-7jFdko0&;LgKlyeoA*
z2`s}9ZEfX6_?7NL)ntq5v|v(}O2Ohy^M`tO%uId!pPK07wlXJHrTiN>jiv>uN~pPi
z_?|nwe|IERa|L{c)ceS8f0cV){zU-v#_8Ym2z(t-SnF3~B$&H2z#ZK|p%lLKIl&6T
z7X+$@3Oq6yz%ncm=_a=$Q9i_-T@?Q}*-eMI6?@hKUPu-25P9833!7-DUOn(RS_gxQ
zJc+vI{A=BQ=`bq|2Cv#aY&fbze>=9Kr7E)Bd)fFDwsdYP8mHUvWYVmsF7$@s<2j=s
z&2&HRqiYtJOmIR2mcmvoKC~`3R7_xYi|T&IFRlJ396k58TSKxD3l~u#`WORs-K(>s
zm;ZTqbkiJIQY4?FV)_Pw1Nt&lyn{dw=#MLC1&BH;aQUW1Xz7I-CIq8&U|NPYT)YHr
zoO+lYwhbAhM|Hi<0Fvcafrdl%x)dNybnq;yXN?r({`b%)E9%6V{!i9ON+Rwu)KcR*
z@5--wqb3G3j8+x5#&wJvoA#f+G9lUKk5{WTOC>bIY*@lVJo&GMLI$Y;7t^hfP{3bs
zx0H_(uKowpqevY*FPVu58B)&-x8{G3u@(n*Zr&;!%cHpXJDMm!bOFfzd4TOn)OlHA
z4e4y*&~#^gRvm8%Z@J7%Q;SJ~(@RrFN@)n)*EqY$q^FL8Qx2nQ3j`>5IRM!58q=D<
zK-5!_uqbxtwz7XG{!8%S2P|Mo=h*y|URU5P_+M#;b;fEg4r?w9hb|6<EZkB5_uqJq
za()RPg6LWs(lB(R@=xgQ1VTUNFlsEm!iA5(pY&Vs%nRWg@BVG1tvN&4@*ZS`6Aa<U
zfjWy;70LLY_qMY4t4wGuTj5p}EZHyO4N*H^pD!exQwP~d^lPJE-wELc5JZ+}NlxhP
zp$NF7=}QqO+N27t>u+$Fuoy{3O=>fYSD$(UWPxA+9g|@B%btlJ6-H&^<6&e>oRQ?H
zE(^3u6rjRyGKPiV?yGlb-Ojws6@q42NYXu84`!&dZns1o<IY;jzbLPOt!B2xUeGHo
z_aEF@7fxVJ2tIoM{?H)YTbBgUj(}D(_cb;s<Xk%Ke<+9*W{Zo%#2?H9esoEy372@;
zdN_w2PGHrd*D)QOCco!*7^XVzsG|IMjUG{=bMelz<j167RdbA@?#_fDc9(AbsY(pb
zgJ7<g`fnr`k%XueET6mN0nim@;&T=x&PKXne!^r>EC#J$&SPBts}2}&m}7L#TJ#=^
zC^mKk*hdrC80(WHmqYB3Pt{#$pRwG2$$qKXfeYj!+mM&K+~1tC&<`Dsb2?Q|a7Fqn
zFSb$-u?bNGrK}gFZ5CQxa5U#}v0Qs>zVgVN)1^V>*B2=nFMp@Mi?I(&EWYhT{(1Y@
z_4mot@bgplV%I}trNi|u55#qAsJ7n&S3|mOBx6}{6JtHtFbW68z1w=K;MY9<tFx!M
zsRMd~E~)~L-!*i_CpTzBedUYvB>5AV#~OMlldR5q0ygIqL8A?EN0DbMfZi}Wqki-{
z;p6$B7oouQb^uujt&ce${jok~&E_s3r3~;(azNC<%IKJC0PY!8@ImPwE}oHtZ5&K?
zTBm5oe^TeIWq?1#0q!PF;NO+oISgv+C(>_kKBWRrV1v)0pMngkrYVU+nli$uQ5R7~
z25kO4tlO>xh^m3d%m^e{M#3>u86sqk>!iAK4M4qQa1hFeGbjQ2Ak2Dj7c2%S8?2pK
z9GzKOg+?biwg55T&1_fKELKFho5R0Q0rtlS_O_M3s#C|sC~h<tUD@sKPMBq<7S{u6
zmNfTI5hPfCW|+QBV=z3545)m;c`0;Jk_~_|(VF)6**O&$lusyAY`j6Pt3<H*i(E6i
zkZt3$XT>Xn2Bdy=v`RdOQW}%m8#cvsMxZ+%E0d{tQUL)Oc$-!Fn@ymvdjupkBA`7b
zVQg>ysjK#0;@8{B`1e^`_l$mSEX^tRI`DpZ8}nF>Wh!5++A_(zl5g4l{;%AZ&k$`+
z%Rh38ScQHP0;)~Y{BmXI{r>9{8z8zh<nAq2?IcfhS-Oh()6!~fTNDvQK+_}!y+-$U
zh;1@lbYx+=xNqtsAc2eEM@6oMHqPC<`fKXVWbzs!XyneG-;GW#T}&5f+|e>cNyDGD
z5X4?%D>RQa7c*)<lIb5IRXx#rzY>Q60TM+NQ#BiT5_f9Tu5~7?i&;y+N$yHGtF0FV
zE5Xz8j!-gzSunyhgTAtJVcURf4(80`H4cgKQ5Ygxm#*?YmC()Io{bkEpm}EO={UaJ
z{y{^ex`Cm2i0+?d*Yre2u3bA%P>t^&k9;t5j({#bu%Um5#;Fni`-}kCI#W#h`0UpV
zs&AR3tdhTjmUHN%qpZ9+yO+qX-Pn~&{w0Nbsw?=F%f9SHP5*7Q8R)8+Z$-A(O^+<r
znSvh%ps=$G|5ge;L%s#*b#@Q#6SRAFNeI5f{sdi&<JQun2eHPQGGlkU&aK#$-TMHH
zrs~2g_f$M}E^?6h3FUh!lIHFDKt{_c8{r?+{uMN7j$09(><p~MRZ-|PkR}4AfLygX
zn9MuqE2Qa@c2lsM-9e5&SyI|&tKGhLLi;O{*_uRs1Tzb@U&l-8dCLl(AzxFA|7t6)
z%Kgj0nyz!7Jkxm;88%a}P<mX^k=v6poK_v{8x0(E#q4?0mwW3hQW0m!5?K~7`A`K3
zD@OtIx{r6}@i*Q*B>IJCHa_LA9kFE%dVn=gB_DtU=kD}$E%9vQA$D?#I7|AaFEI`J
zXx^kh-rnR>??Vz-Rmtz;@7-UH>E`mdjIH_F<3=P%J{!$(f0prewI?l$Noa8~vYXTD
z_Zv3=IGi9JwYUlzYdrer)HpWIe6}v6L>|_@o!)Q>V~aZUH&a`Cd<wmU(XOS`1>3F@
z)|<U1Zz2ND1)oGM7DyxuHJGIMNMjF<i6V|LZFTT)<E9~Rf%5+k_V)D4S^q+DKAdMQ
ziNmWBzaIR=nwt`7mY!zfO(vSKleH&<zmm{ZGdlHqQyYl*$5nm!K#%?I-bLXNHXe(2
z{%%f7g9syZ$*q72U~`cciAum~GPX`Oq8(1A->eC)`ak@*dFv(i<^jnj8#c~siQWtf
zEc$c!{$0uQr}at!e;1n$l26Pw_vNQoT_@LEsy&Nc3%@Nr@Hl>8v0WKccO$%@`+k{B
zXO^85DbyzKL{sG?Wb!0*ibiu%r&&daPd^K<yJvL^QU8iHNDO<T{e-yjImbV#Kw>z@
z2-0*ExmNM%V})6g(-qOdeEcZz@1~aBPO7>8uJYO?jO)<iqoGDP?-nu@NRj_ZzRL?h
z<~?F(-rwDJT!#PcK=U6%&BB+Oml8EajhaObe`4=EXubDeyRn1tuzlW;eV)e0azjR}
zea@>~q2wHa^lQ($pU3t^(djcFULfeA_6`}g4^%c**T6B;yo}h?GWK&nKeYVar_kK+
zq_VQ;^z{0O2)4e4_#Ncet029i$jD}Ivl}V^Y|LHY@jv5(C;*++EivARXN~dc`0Zz^
z%Bhceu@QrZlc^_U^l7ApNm$3<i0;3L?!TBsP0E4OO*b?5s*__YQTI1*OC#U)<#`DI
z%BaOG&!sBQPPH5`ZyO%sh*X-~K3`te_Q{AZzw=tw`%Ly{o1kwoI%vwM^@lhd)Vw90
zC*#N$($5Aqw&u!bw01^X&pxUIZp)Bt@-ntLH=BQadumuha{~Kp*Ehm2F;cg?KXIAT
zUypo+j8W_rwqcEpDMtN{jgUybd2}bV2mk@WyXW(S!+#||cGNN!&(v-Z(02mZh60w_
z)I8p(m5-|p`u%2(sGom8n*Wve{RQ+nH-dXN>cU~{TllT?nBL4In}TYWn$OOa#Se1J
zTq|>faw~&sz6F(i3o3r^TKmnf=#y<`WyRM;7ysSV*X_iUll6~p_6A~dnqQ8tH*YPZ
zHKshxh}ZI-Ua{lhJ@|em#;wO`R>PHo9+BZCHFa1{blmIi*Y5781I@EwkP^4;!#ci=
z5hPKHVq|$G4?<D{C})B_7?j2BwXG?Ft%+2^XzMIGCEG}o{N^tNoHaF+p@DFbV@+uV
zoa|9#9Ly%FG8&JOW4PdA@KZ907OW|h(4zneUxWI{E5M2Z(3k_{%Ow~CnB7B1Z@!DJ
zsZEJCxyb@`Ni~USd%eaX>RDE4LS@VUt8}=(HNKO*f(TmVuRpxP_b2Qlg>%n<colqi
z4a{QQly4Z4aFO7(p4lQX(1i8j`JuM@@{cDUFm40^F$?r8)L8Kq7J3XW32xRaSfF`E
zDM-B1`4=zc3tp;Dx>>)1NtCFizzS&Z3tin8)cm*pGU>23T{rMsccYn!Jd)x=x0f>u
ziTHF}OL<8<k2Zl&UPYxw%cM5)97V&Z)g!DZg1~Pjb+UD=F6WqNZ;!lb{qE)|`avfV
z=vo@BwUBu_^f_S%LQu~(>a^JHhjDvO;ChW^?ml|u9{Y^xJU)ATB)98(?f_R60W7}G
zRL;8{g?m3Nov!I8r0cGs`GkzJL8;`%Kh(dySRx6wh8Cjhj@&Ku^LVKA`OjPF^AC;Q
zb~BmL*_oBUH#KS*f3M+B45hK4YF{UQxE1i4!C%bLzb|^q;Vu|;W<XN$+u!c5Q;h#o
z7AKDxHQ+I5pEIPZ0@?P<#H6cnhl&<w%Mr}I`Mll-W-^5fg~k~bi<(R95SB2Bjqu4%
zTLx6WTsGxNu1%66kswW()NBNqZZr5&I{(_7QjYp0@~#sZ_xJVh(4Ke1>yd<r*^%2&
z>1I1Fm!oj~P~uF(-zPOA0n1+u*Tm+}zB8OxsXCKZ`7Q{(VO>eh6vdj$EDHdZrlplg
zCP;8Ywl2mI5w>1O58&zMY*mr!jNg~9A)vstHvW%D5rTe!n*kU#DUdRolg;gDd-C!K
z_7Niz#=)%kJSI(BORt4b07ayaxlrRG8g6|VnuMgH)1$(m;XxdC-1(k-K)Bb;Q>=if
z;R#quQ_y8c9z|MWP%&XR6uJNTH`GMvFzOxOR}VnG0D-8B07g<~6pvd^VM~yUzEut%
z%xQ$OLOEk7J)|V*?g8~2SpIZ;)((S)u&DP(bFd}FpweQ4*)*D-J%GV^`Jfv1z?v<u
zksr~R#!CrNH^N8@NnJ#xvWVz{A?#+03DBWRW+zJLhjcJ;JfNjdfuH*v7U?_70(8wQ
zRKdD=gHlkx0*<0k-3T~uKE~u<{cT(0kp{+*G3?$m95a*HkZs7IR7G}*qc)u!$Q`PL
ziNF>2QHpZe7zzy>f0$A-E?BA8=_6)gn7D8^@LIsa-MU2^aT*%lFe0!1u_h0yCiJg6
zY)TT&Ywpb(MreFWuYoyGgddE##y+>sc#g6Y)8e)f9DNwg&FGKP=-8A>ntsIBFu{Qd
zn{?GYo}%GcY}x5L5%Al&jw(gfLIk-BME<~&D#Ne88Kusm5JO4AHH8R#{a4{qu<-0q
z$WKaoUer!V;7$np;$koke8g<(@!&Hwu)Hr~z;+Er3zZ0fWMN8r=0MaeCpTCE?RE=s
zA>};m1N9syovm_kCJCIl|4W#B;rlTbyg<Tm@vm>B6sfO?J6)mv(l%J>w)T3jcAibs
zpTnL=#iN+DtKHdg`*$$A6S;BIZ3gci@D*?Uh~}GU@m8?7!qX;3h9$=6sL|Q31@}}<
z8=?e$7g?t%GFkR&n(apbb-H^|L=X>93lwy+`}|Hjw5fP^ik_k1<~eKOuZVF+rQx?F
z9D}S+K%R?+S-~hSfla-~it;eBv#LlEZ!o#|<J%GP6y_VOduehM@fkQ&w00u8x;L|%
zs2mqEIoa9`TLBn3Eap0ZbqaR4W;OG0d=g+<H%8@e-W^h`7%}-1|2%6+N|efq{jDxG
zxoDKoHCgR(cTBUlZE$MX<C~`>5h6W!UuO7rdH-O5P0sSk-pWQUz#93SjRVlgWWedK
zchgp1w+Gtxd&7t2z)6+!yz|CdkrUq;Qt&@T>bBG|>Vj28+H0$~%c8Spr6h^XT#;5j
zirgOMl~`A&z@gTj-~FT7(}ZoLsc9o?H60w7n??qz!WcPNu#SIB8U_0qDF2;u@7y`p
zh`oR#<7lBSvo{=raKy}P+oBJ8XQ2ru-3IRfs8TuSgSYP8&3HPO`;aVGfu*~+cs4K_
zNb<Kx+>~u?x2;B}cx5pdNv0gLE1hTS2f=xo8OnA`iXaMVN`%oiFXEP*s90HL70pHb
zkuRCBE71>PiC~DTRVwyV0v7g@NTZ08-`bIZ&(BGMWY|$@4zY=%7=V`D5Q503JK<ll
zc(9h*eyA;`Neq1$a|IEs1!<n)LBd>1edaxGW_EN5Mulhoa6kz%b1<2CYxyiTA<13H
zf@aRU|0=%yR}|_w$@n(xeO0v1#!K!EL+*`%3mY;QHp<_{ZJlWzcQW6#bd~%4*R!7I
zTo4YU!o^D|{5BK9*MZQn4$FE3(2>QXjeiy37slXg&k*ZTs#6Sfd|l{TjFPUhmiJ9-
zeHR0KK!>&AsM~d5P+{J>w!A*NnpQnFSzSXs@-?JvVvLeY^G&$E-I8?4C5WIeI-M_3
zJ?ulXt=T>HRZK8`;+DggOzP}nxA#h9Q^6{nxp;5gQ~5L7C*$GSuVUlp?&Jqno4%$!
z`qv30Ze2G!F63q{sYq^skg{qPcsB6)y$yH4yy6Y!w_ohP`D+jlH82z^x<t)u<Gnl2
zChm?MKHRm;Vg*;~r8B{a;5PCVWl+30KL0c`ZX3yh1+$doafnmU3XIslbq(K=XOEzR
zR8VmS-`>6b;{_=z`UEz<TiWuv1D45<!dsvMAxiciaUSRr+%lag)*7j43}<fAbqazE
zVhymM9^)W8l-n)*H>qelV68|45z4q&%`2J5lxHn9CGE<=ssXA$_xJ5bjG5nAy~qgd
zZo;ZW2+_rJY}o_t_WWt&->$f?qK;~7;xO`-+CI{v6`Q7fn)hN3TgCcq*zhRwLqI$B
zPR^9*;&Eia7P5@XS8Bxl{Yd%yV*9I>!H>L#?#`fUqzIs2Uj2&MLyGIH<+^sOt?6h0
z-Lr3mf5ummU0G1e&w47x->Npk%Au;`R8wyP;xvz`QUh!()?IG<3|*dX68PRH(%mlE
za^ePXY%8sA9qn#<&fWC1z4g>KlNw^1&1(0N`{4&>*in-qwrR~RyHY(H5Q{&lzkFvC
z^X>K;Bl8@($0P1OTQ<Jbju^_miihv4&>iwbF>pLbzPU;F_QrGbo+!)Cm~ZiK-EuL<
zrccJ75A=MBN%J2*mKb3_D=t{@6cKPL2`DUIic{UkgDQ^Zr_BUXBvQCmEq(3msn<+X
z^VYJcomE=K$;r;-l|Ql5u0?^~%mR%k-iJWe-LT&RmTf0p?;6N|e`77blH*2zvg&lx
zc#|}rq)Y}OdH*Xm7uu(*iqH0!h8uoY?+h;GW)xcyX<1r_E72uIL?6!2#QC<Xj=@J>
z|1JFq-xeNhL4H3~<NkY6+He+X2`;m#DP!YKOtHaqQL}xp`EMEeNKi(j8K3QLi!OOB
zM2RK-M@`#m+?{9zd2Dh4|5@_D$A*QsRpr??j<XBDQp&#HnAd-8v(v`%FPRXRoX1mg
z6MO&N@eXm)n4PV@zG5%A8-P&mpDnG8e~~P=J8SkH5eInHfw)n!+x~a6B7C*S_Nj7m
zJvHRXAL7WBdkvE&K>?4pe-0l<CO^P_RXAHcF3|ragf#^`iWm%A#PmC^0EY(@wHT7D
z@==~5iV;A)k_oW{uc$A<+BXmC6@Tu+2&nfKCFe5yJxk9PNxzc)-h#&6?+xc_|Kh)T
z4;Sxgc0T_YvR|IczQdF(o$bJ+*=|Sto*kgWUx%?v$P>!0`(PXJU_O97QLiL7+`R8a
zbvoLkTw&IWlfFUMzd(qJR_oTuw>NuVhgZEn4nFoEW$`^K=X>;?FYrBIs30Im@_D~k
zf`Q;=%;kInffQM}(<8`9j%OT8VY~O1$uO10Jb}e9{ldL;rrYUkcN2JwQW=etQVo()
z?<A#~C#4#uCKx89o2S1vfAi8L?Uexv{g#<4iIMa5h4U=zE9lio5^v++a5A`vBQ`Ha
zg(iM_{tetM@Y`8fs7mc4PZ>7GKs1biH(-M&Eu`*%Z;HnMqDb`^;e}(^NA9Q)0)uQ;
zNL{=oWG6TxfHpZc=oTp%6qzo@6S>XqH&XaluZzoAbZjy`QEqe7Owp=oxwRq;?|3xZ
zMFe+(Ke3Ij2(b_Ij}u<?$E&h0-BcoG?8?+N$<&AY<4l$ahb>>n8S-X)r;{eNPVN!?
zecDa8AfyttUKzb=vVH&p{c1zX=a*}>{h^lhtnI|3R66R^<xb1z2~6hKAmS#47~heO
zKjd|Gv{fg*20ywA6Trg1C|3ol|CSEe_oDNN?D^CYi%G3l_x_W~s3AnwAX5lW9W@~_
z^HDJy2};jH@+?do%LbFaOsC;HtG@c39KTssZP@MkQ|@qR4-e~k|Cn6EK`ss1l`v2%
zvJQ~E9Av_GWOKXC`}UN#`ru>BiN|_B@V^@I;~kF&RICT&9S5ZBceIXj92Rn{Chs`z
z+%#`DH~p<)x$S=K*x7Ucxcvn2>G`tq8;Pg#C7yC6Pvyis<@&s@^gJDYkx_VlO=R<t
zgzAXt<hc3hXuOd{@@<gG{BT)3PlQiULPWmhitJd6#8Qewe#<sRA-|>2FP?}c@e`rG
z+IF3aa~l=(E|v5};Gc>pe7~&Zpn}WCEQd?K<XHct#5931(W$Xm_5l2-OSS*0k~>Ec
zYZt1;DpB-7D9wq`58-cU3J9ncwq+|fP)9q)DMIJbcXENjJ4FmXGaJcG483H$iUE|B
z8tZ!dj<6w?XL-Ogortt`kFKSe#-=n2+>$FxeWS$e=}8-g;cM2g=+U}0WoW?-hu%in
za-DmDa}2?k4h~g}3=wllO|7Hfhf=U)zK*VEqWCD4kQNEsck6R;W5P8Tu08R*>EY3}
z<<_^OlI{_61VhiEiK?+wdau*kXW8|4k<S^`ZzX_C`lLn|di>h4rh|r-H($d)64+B3
z>@)lJxCg;_T^un!QSxF7&!|M62U8gt49H9m#xS0lBuX|Spzq(I){?#r{_H8Dx^Dzi
zJB9fr-RIgr+iDN+!;G3wnEv6bmF$R0*#YBxb*38n^3?vaD9G(Uo2K*2rW*(|??&W4
zNtkPUkWKB;47!<vEcpf{l}b;d{9q<@c}YNQF}H{%r#P+CT)fNTlDLV8_!~td6-yKO
zS5{+*MuX{hr&E5LBo3Ir88t*ryks4F!}N=Xb6}obc7;ju!5`&E3+4IV&X(OCdQ<1l
zTAG;4PxX5?JS=>EJ_6mXr_`TOh)Ao;7yU0^`l`wHYHA5YKOfi>20)}s0z!g7gf^N}
zPhE*QACKd0BpVz1iS5Sm9104eCX<P6RsIt}YiWm3IQI1ObLfs;b*jd*Wx|kxE>C!k
z;y-EHXl6m<<7?BjHDZ$!5*09Fp-pHjmieTAQh&RfT^d`m$0gv)?Nyyd?%K6%%<y$A
zFjL(n`EI^n_(>^=x!;uR8Xh5t8n9xznY~`i2i}J>RYX6!gNBa1FRsEwiVGoo8u8A+
ze)3Y}LPp}kXj+H>RKraSHNY?P>P4?L>MDwTR`ydAAclAXu%wWaL|DjRbqF&rs*j&<
z*~T)RhF5{H=`u?i4R4G!4~2>(r=iz_kmUGH$a4(1_~jP~ZWM=y^M8wxWl*I<tpn~a
z_-p({a2Um4k-Y&#KNi(?3g>xmVYC)*jK;W_vbva#%8HKS-ZW~IYDzisLq`x`eKyJv
z9K6c$T9V~`1kkB5Q1OQGMejM%zt+UWhzMU~PECq&L(yo%El{5?vc1tzpr&NYHfW6v
zapGl8)QAqp!6~U375Fvb&=3)Lu#G%(s0(FuKjv-ctV;#z<fS+Oitt-x{xCw>^U?IQ
z;UEA&X#fL$fZM2Xdo~&>UTbbDMjHZ7OVn{*BcFN$m9T?)4p)5cruZZ!%}?YKJW4^!
z@}+ffick~|z7h_PH{MM)+D$atPcqt1`0itOr*7e{US~ntE9Hf2bG(tLX1fvfLkpPX
zDEtWpJgl5ZdLMGeaFam+jyc`9wjOqR%|K@~J_N3<-mxi{JdFT;@+eiI9sg&Gha8=o
zU`Htilm^bcdkaaqd<MUmFa3c8Hv)*uT0bPXT+;sir8{@Ry?~e<0vALzQ|&aLwSoo>
z<|+#ONuISdu4ggQc@36AZNKPZSgD&_seQ!>XvbH8=;0XUOL2fJ2fSQaNunsR<;70$
z*LZ)(0OAB{X)TJe1phLl2LO?>A>0d;6M084l>vZ5s*MlWvVV&oO~3(H+kx(j9;pj{
zL<b#WBX+0-dsCo>HvRf*)!A-~ows<OU%~91c{kEmDM=+38y6!Vu4HkzjI)5Xw#PtP
zx{?Etic`C;9B<8_Iy<Y?iX=Oe8%x0^#Ona*bBELHzWo-}*-p)33%;7HjzgfqP<laU
znGqh1r+}9s_<k%<tGLp@dS`H)ZAc7S#FOwzOC7fxYH<60PK8cRow3bfY)ls{$-D4d
zwa#h38uKGLGkyzpGb1$nsoOO3MaKH@f>}B0YutAgLwg;*kKf2s63y$ot5=a6SNZyR
z<tq*D<(`_8%B<ptgLdBc*et*L9ryP3dRP4=uJ)Z>k*~6>4+!*l^5~JvgEyOKx*ONa
zcYowKEDGg5Xcx-S))tNkyLvjmg}|~K|KQiLC~`^Jfl+Bb1g=xi)2g7tL&0UJGz3)0
za@n9==ot^uH*S}kO<0McbkkTA=&*&L@7#SpoK>qnsAbfxTSQ9=evPH@?^n&&prV7o
zp`QqnG)BQ5;vFpimg!p{W8~a!D`!d>Oj0)<WFm%EjhY*sYoscL@rR(F4KuuP$~SQ?
zFmrln^6=p}$m;_dO+KN&bdbQvasJ@V%YW?^B~$U*8PKu@G_?8RJk4b*1M-ZW3(kFX
zLO0`PeZR6(<{#i~j7R1@drGP3W4G7YO4rFI&ijRrt~tI!yMN~&_huel2Oja7+f>V7
z{n+#aN({B3=&1v*EtCxNvzjL<xfgrtD2`F{)~x=mN~HW-+3z2{Obm=k4E$KGSzE3d
zk*N8hT(hr?-}ieQTde}?SEb}?w8WvxZCX~8rK<tuZ6qrQa?S#F;8Q5@i9>2_4b=8p
zVTS^^n*VgYHQXEm`V|dOQh8YnkO<pGRzKTN|9OoQW(`<kbEFZ!&R{l3t`ezAAbhTB
z*mNt(GB5c>$ct~f4Th=Ly3p?OYdfy;D#KWpUto<P@uSA@jc<(r6}&aK+zEp&ew9;_
z?C|K$A`{VIkEsdS@FzcD!+f!D1$}+9g&2DxBe`W;sI>XuF2fN_5_!nghqH7RskOo{
z@i0ZzeY(y8bQkyER6UVrb$>4#Sje~Q>e+Y0^SDGl-S<-ghZ)AyZJe6D5&5`EDpBHh
za3{M(&jO+q8F(%XXMNn_Z$S6+?!KirXsmMhZ!<bZ21n@AoLA#^w1?1z+{5kt`b^4N
zny(+%2P0gYJk1vEtws(n0n|ig3;%`JP1L38^9~eZCu`V0!U;pljVpB8>iy?oRX>8O
zlxD&Z5Z*?twMdYUf;ri-Iyh(hrzBL^QTH^GVGT{d^*1K>!<&v^rJP&kgjRy^pz-O&
zo`#iz6KI4L0l)I`D8KN+j*T(rE9}4Ar$sJa$oEV6f<CtcdDL?6p6E7mU$LREGl26<
zvumR~+UzRr6~w$NORMYBch`mQmU&P<VL$Fg%{@QY9zV;=3(h?Mjz!h++}~ca)}-<1
zb)iE(FkcMX;*LJxezy1bobvG1EzMZ$E3AUCztXD~lNh_#4i|cN;!+mI|ItNWKc_r_
zi4Kshi{Cm%>`E~8JZ0|P$810Fd-9?7|2R7Dc&h&|j@$Q|_o9r9d+n9TmT|8U%1n_^
zW+J|!>~-xcBqAvzWK;IuduB!w*_-Tr-TQm@dpzjTKOX9S?)`k;=bYDhKA~J_<)rm4
zvo*ewQ?A}F@m{8Qr)LQZmMK0RQZpmh`+K=hl8iE<XwM<CSgN;Qq@N7Z1_+pvD&1;t
zIRApvTp$r(P<v*`%`}<`_5@G0&+cqKGnCbqc=3L9I=`>k;^FCCn?1+x*~QgH4c_0*
zx6|r8&)H@<oX!qheqVgyKty{6$o;z9)0xdZ2!Vaj0F$o(Z-?W}LTXHH)Bg82QL|28
zF}|J$$rom`jcym%hkt<p!54$s#$y^i2+bJ6D5gD87+M8gaIP*UY)_m6@4?yT%JOGC
z3Q&*h^CivLykeI$oU2@&=bnhm)L2Km?lhkK@!e@;b`t+Plf%X~rroE*{~o=@%f;1e
zD<N6!M`*7;xk%&T=<R~9B-WnTeSMbd&Z}J(dz~%yB=?yG14G0k12}lR;H^BCu)VE2
z8W$ER8{QJbbXVcSXGHtN`+=uetkRpe=bz@a^&$0Xu#+a1ZGwm2-11T{B1gaR69=AN
zLY77WH9+H!dbPnPhs|$wCI%;k&|YSP3!+nEyC;5<l84rx>`s%{<A5EzIhhSpD}Hvl
zo{tzDz`1xFkN^6G82V0dOM^#fKLhfQtK0+^ur4$7P@mxTbbh>V`b1lDR#ea57gVul
zd#lg7(JG2cN+eVZ^IOO(Dh7bWYJ%AEla}8dS4S=VIo%WMK5t^*zO>F-J(&MH6keyS
zG=A1=+1)KLg&&^Xx3U<!P<rE8zv=8bKC_-zJ8l^8rD@Id>EGpr3hG+Q;kldfEE1fH
zve%X+8Rq5L|K4QytIY6MhG|}zbNwdArqbs%PZ??Zo03~EpZut7n@rB8tnQD0VZ{5V
zK&$Rin%5V_Js;M!qEL}xf&qK;^?g_Zn)k7=?i23&;w>oi>$<fD!2sUxy6<;y)J>(0
zWgDXf+tH$Q(4i@cIS|3_V+D6I1wXghH@Ddn+9uO8Yhp7`OEOP)7eae7L-R62*D_Dn
z+G+$_VBRBfzvAXu=QD)3R47&OBLRP`p8O4ZF{s?lLU0-Q(>1aZd#R$GOuCYo!+$|b
z8+~j@DA8p7hg{g2tZ_&#nr32U&A`MGuLhpZEA7H~6#>!=Pb^@LhNHys#FU}KsFoP}
z*2gvb_+y2wV6lJ~spe7j2}3i_nyAZj-uCa+gw|~|U%EX$LLJdw`90i&tHxEn3-Vta
zV1SC#Os4kuGdCQ&Qzn{hgUI(>ky|-z|Jqvyzt`UByZa1<tD7w$(oO2$@b#Ej+-uXL
z5Qt15ZmV?^b@E0&j;Qd)z>{~i;@|LNE>GwN7`q!N-}^Dt;+L9-QSe5hoz4jw3HKGF
z*97#QxQD9O?fn-qJbb$<j7oG{%Fn#5$KOHf{hI&oGnVJ6EQKryUtR6G?TDz65irf;
zzSxrW`MzBH^ZlfS`+bIL+-LW9<x~5~(9k4I`o5Lv;8UM32S4mStbe^hhN@w}&B^31
zC};e=nXxS2G~}o=<oKh<(W`l=#Hb}gZMUa%_}<$HdP363Zr0xEVSe=V$KZvt{m3zQ
z>1SpeL+(;(>(6hE%~TA}$o-rVpD~ghF;W<PBt7{gprJCWFgx$7d~-fmeU(gOrf`1V
zbs11`O3Mn~XctiY^&K@aqBO9Q*BmB#4pCy%<WN)4RT4RB1l;M5RF@%<RY8$eO=XE`
zW&8|KK4~RBqll(=!lw{5B)m_!tFI4@)Ow(s076gKy@^(d=!K!L4}^lmV;_<bknFy#
zQm8FsiCCyBJv&M3A&O<YwUoI;dio31O@oeo$Q;!|l8P<oqz~lgA0#oCB|8NWrmaBg
z-XFqz*KkqQC$LB#DmeMIxG)0)sksgV6?*F|fIlBmcYV9gc^5gijjBKs1$l`O=4u}P
zcKAGabEa_)VSeO3<4P8umK&E=T^dyUF{8Qm-W>6wr8av2{fkP}=sD3Mf*lOtBJo@^
zzix~zyHq8s(Xsy9JlmB1cNWq*#YPZS;kd{ER8!4&0k~=!WVsr|xKczhKs&zi;Q0@O
zsVS9zUG<;xMU|*e4Dz2C$TQl-dSqToi9Wxc`T%XK{&vJxL;Dn)@nbi>H-q#wkR#z|
zMwB_|cVAOhC&C4>ZZBwDR7vLjv!=!}`W9WX6*@BdF10GLHni-|b`_0xwnvvX|7`4x
zurAH8t#pIlGccCqNZRC<zso7RFYrpD`&F4{*(*Iero$ZO>fA(Wek0@Vp9!54E1DBe
zLnj2tWjap50MM<*>u9P5mQ+KxS))^+@J0l|dS6bluK$HCWDjPx-Q9|E>QZ5tLxeV8
zb<q5twKabSILKpkTygCzeUOWL@(MjHy*2C%&{HX;R7d1KjGMD$@a~BjKF9xq#nC&A
zaSi6J`ibrWUBs-B&-<SjkipMa>!b)VX2FQiFotFa?8hc9zrO*SbgQ3{cxTL_g^^(l
zvA%3$n5@6WK20X3g_UmyuS*{(erjbr5yPg4kncFxy~gcPRuydW7>^#Zq9k+Va^fda
z?P<6{6Uy?wl$)zvVyUQmsYtWaTKeu)vR_n`fE{8*q)O9gk{VleEmnghD6W;AS)<`f
z@Fw@UEuEF^*Yl-G@%`5GQ~u3GHixwj5y7!RAFqjvky4UrbY(^z!BW={vFKRQnN>7Y
zFf3NaIeuzZ_^F04GM(J|5?B**IaH^z?oC}$#f3Zyp^5ilm4x1h1W}P(<I)KQdI1d;
zElDzxtD!XU60Bb&9zjLJT1Hr;&`5hNF%ZQ>0>|DJt##MT&thR2+^TtiaH2J~_EdXw
zxktP=apVgzc@SLH^uxzEu1XkG{gb700a{bS@K(OzloYrqcPOa2hIP2fxald$$hxdz
zxuHUD<b*&_PO5?$h$IZ)&lAw0HXNaXR-*+htP$6?Lht5>Q$0{U6>jxgwoH2o7&Fl*
zRp_Mf*}=^KIB^$q2%N-+tHCRhlkLj1EKyKP&AXc2rPQ1CZ}-qDTfx9C;54~hV<ixt
zpgMUFgx)G)*pd^Rw0ix^L8y|kI+%kA%H_cxYc1CiU<fCsBH<##6yC%X(qjs_Fd{*4
zv%}LQBRF^|yks0GWgMtvRE5X}IzbWvjhu)MMjJmtmb39RMu|1Xi;@3oWhM$jlXF>?
zQG~`aI57!B|I(>Kl^JgY#jZFn%|YaaILQV`8CxlC1(2K)=aD{2u`TroeFHCE$4n9x
zsAzFaOw&JuwcTNL(TAgkwc3?`qUJ2=tj<XFHNv}FVMW1~&rC{Q39iM(pJaLMP-<z>
zcbwyc_~3xI;!$ekW*g4lMbG&r1M=$0iBV}3C5oTNJa4&&D#OF1@t__9M}@X2rR-ne
z9XW%Hut`08OfL^9-%c!K%706?387+}BJAEGv~Zq$f!Gm9ao~5-fi9IXVW9XH_EM3f
zA;P$k_hU$2+lO)I-)GL7phbb4z@haP;?)Wh_|6eE_<1Gew;*yVWkHpu(g7QN`O;9z
zp3|0`MLy{I4`pOP>`a9&UCf!Yai~0f<UYkUVaS_fj>@T>RVM`FS{f^}`6t%jCZGO1
zivK-pA~k91Q&zjCZqvFqHJw&a^ld--Z{$E)WXk<F%jHU6quK>t4Cr0XFNEnoG;V4L
zIQa8j0U>5l|LX7P{tv}->~T|*&lV<6R8X|PuU}tpC_-B&CPEKN8AS_?Jlvyx>3$%;
zux9<=V#(}uU(2xSL+9qInEaf?((s(PPjwjuQ;xWhf{e(53<+?nJe(h61tXO}%%so;
z2B>sBwmViJ-rkR|V~}_i%72&?t`6991&{ol>1;Ytc)e%)6&eW=HCIGT-6ScgSYB|t
znSH=yuGVD;NpuU?;gdLrT-}8YOO)Cax6!r0<Z!BwIQK%XEnt71LbAv4#C-@SR$MyW
zDF~zFOwo(FTM<I~pZsSZ<T5eR;mtJV(sXSOqA5D9`jOO4f&F(bC8LP>WF5uByy%t*
zC`}3_cQ6BV3iLQ6?Ri4I{wW_m9p(rIq{~Lci<RJlI$=JOIHLX5A@o~y*%lMjB#0lj
zUDxHN`*fQFFd3h6I=UnOOmVkPagR)K_fB#Dn&KXxVz>;M$pF4rs<)F&3RCapIlj4g
z%mJ@VASi{M2qBtgEOU_ALBZy4_Jl!uLX3U$vEZzX0eq5tp4Ot1I`qOr<J4XA?4*m#
zkl+%01XB~rXwR1;ClyBWgOR1eb74r1rTUNro{JvW9#)pn8Cj9t7u`Sp=;8D7;+vO%
zU_g8z_U(ZUq22IN7k4+Hn6*q{gVlo(C1>-(mf`2Y^}3xq)d_x+rc~aa&#|A(1^rBf
zv`KL#=I>r+U*Gn5I`Q>WikWn6wc{)2c0KorH+|8C+2SNTug|fa)02F8fr2^>rtkc|
zC|-IPt;~E%fo<+97xZ6{0{Wz2#9KD1$zJ9_gv);C!_;A%fq!%Txr*#L7!z(U2O^s6
zg^0;r5njL@@tpHyLb3G+i8B#7S3%%fC>~o@tk93}FjfraqHnqCG63LKcagj;q)K<1
zskVr3oE1Sr{)6$7p&lr26#3Cq^V9qgvkXM12ZP{KqCDEZn)F4+HgKP~t#s~fJOhLq
z60SDb(48HSd_0u(mmS7&1Vi|}7{Ff5n_1O6AQE$H7dA9!=4nOVVY3U{&IVg;6hIz#
zm|nRX;5h&AD>?ioVffw2BT0aOXGIu=V6>VZzjOH_er)<g>KwZj@suTqxEJ~i3LZNQ
z9Wd5dmqXb44;0xDKe;a0_7}wL-nu&PDly=W{E;m-S*y^JKXam0{?jVS4`k@*66KPZ
z(UKwWt#Y!ToCo>mulNEgbp~cQMs^~S=PLZBIC(poXUael@KL%<6sEL9MhzqxkYu5A
zSV6fl_2fBhBhd1$Tv)@_y395N*d?^8B&>ne_#B(bllWB6c>G({Q5v0SKzAL;B&sUu
zYn;<{lL2avYLAnI0tt`U9#GtmzdK}G{%An#S}n8F9^QtM`hd@GTp0VdG32|^1f=w3
z&Fg<&Cl*uu=A>~~X5aRf@W!1D^g1(#TcmMZ;M)#Qw5d@=DH!+v*0F3NTF4g`m;E!F
z7=OabEUM<H81V;R4Ra=3V5`N`ktI;;Ws7fO1P*A&dumJwH+UL~Q<FlhEU5tpnY;_t
zz|ICf7(;q)s^nxe4MZe+>4o4!jfB;+aURPkZ8&;M4IiJ{c8_KJUFGpdBbz>7!?}8_
z<<`c1X4c?BeSeFWL+w9*v4pLi-+9KRCg!jbZZY@<-IUC6=3%$gdAJ)T#6LR_9iX6a
zJTu+Vf7T0tE3==|&gMb5SDqKntVi(P+Y;+v4XE{F(g?u$kuSFoMPuYH7yH^^AL7sr
z<|+8U+`<vggZd3}nss2#m;nX13~?ANM^7<D`Aph&qvK~hDUAPON1weJcEh>?vcIf#
z!rcD&bLz(FlI`zq(yy2;XMA4qUi+VLSpBB5eR19I2Ojm`c71Li-*vq<a6>+sUg<M~
zOfrii2SWVnrY!5CB>lD$>$WuOqBP@bdF&GAhV+`D-6UAG&XhZZUG1$F2}JYG6lvAn
zqq`xpckLWYb_lz@r+s_xLnMQ^4z>Cy0~h?m-TO@1_irR-rHI{;H+vV1&k%Q26#IK+
zpjiv%3?anA4LCN<D3)Pyf5PJakjFKh-3vGy2_i3TB`@V7FSR0fohNstCoheQ#U=GL
ztVN{sL=;7o9G1i`#kQQHn*}Y3#l>VNQ0yM=C4k7)aUMIPLM?J|$;8iZM?n#O>z42M
z`1r~H_c%(P_Q&Y%qPXKQv0=ZMI#AF*zOa4%e~hjAIlV+7c`_10;Q*`6-r&X3ac$w*
z^d*Lqfb=;KadPrnq;urjZT`DE>psXfFa2WM9ZzgZ-y?8o^)zLl;`|R8C+j)d6~V1>
zz2$!U*QZ`s|6~7Hvdp<}&13$h&b&p@Ubzap&Dn$?|Khrd<ok)}xu>C<_*0s1NBdUS
zJ2umlkL67d>NZm-#mwfb6BSoVCj7g&mG_^}{E7KWmkA<hYi2t}W~G~V&66(dU3Omc
z-k$r$UFv8weZ>FTe}1Zu@R)#f^3jBHDbt5sShguErmZ1zmQr$-Q;2~?Aof)n39h8q
z`#E(KVrho|q(;BMN5{cScf(76<4o_`nQqeATeH)*zsTOmhwIkd);sUeq3F`p;MeD~
z8?asZel_v>1LL&+@)Tw#yfW&SRV_Bp@Kvuazdk!RTZxg?J(1QqoOt8*lg7j7*c12?
z-&a&K$;d8Gj6ZwuK!Eu}_wp6ZtYz}fr!R48fni^BUuT!6<u5)VRnVPL+wg_u0pnca
z>&V2?$i%qFDy~zA(SQCCk%>)_IZb7CO=Z_Q(5xt3B7CdConH|hER<kA7}`VZ6(W8`
zwdfDS8F1T%OP*O*ziaY}RYL|D1hH6?lXasSqytPWq$64>nNTiEq~}z;OtvHuoPJ5c
zRZ2yF+HwUZ(FcG|%8f%lfR}uM#XYk|78BikU?9$|LP87*{|-*c>%lFtZ&5|Egf<nk
z{(G7OD5wY$^i#1GNo?`^kg*aqJ9^`bFHUqFlaD$$l#}LM1bat>$#LyBcVWlQn}{A9
zbuS)rlK{VqwJ^X9e}Lk-!2Tcn0M_m>((Z82G4vEWZ=2-8MRWfGJplUF*E(Ru{{~?J
z$ryWD*Z=5VI#9X2IP@$yxlM9!k#dXpe#q&(eQNIg#t*MTs<q3DeUp1oWGRu9oSk@V
z#Ooh<`4wyH(MkD59r;@cueYL0x3=bsQW$}ZJo2|;-!%r2f`vkDo974I8>4C)jHK5x
z{n#!Wf2S(>7EME<ABR_@3XG?8y^o3RwK;3=q5D1ZUzLs7c31VJBtGc!y<RjEPNOUt
zevZ}6{MR~v*@5bj_y-g{E%h<E?5_0v>lGpU&8^vCCIwHDV15&GSvlFPyepuw@Rsg`
z_X1)+zU}f&&)JGcheDpjsvqG3u?qt$ihGzDg$2l()Tt(}UEu>N7E^!P{K4O(gYftr
zO!>g**tvSQt&me^9wBjDUsM;lTj$)Uh7jR}o8ypE0*oeWTkoZ>la(?~$IyKXhQG0h
zD@`@$c=Y>D>7-6iQK~DeBlK$snt-I<Z>5mXBcUQGk8@g%{r8Zj1OZXYDhXpX3FBPb
zqCj*?LMdm9iHcwlTm>q@K}um8ahn7sK1KXpjlds4``R6)ga{;aQ}3BWgEB{51;m#r
zLkEZtVWaR@(-KT1Ls>zu0I@~W5*a`Q-K#U;C_Rn_!N_ab-|equeYfAp{=U(xPGbsD
zsp5CP9-0>?^K=8)(F<eImcq8t_8=$uZdd~v2<O!iBh%{^@3;kZ2;m0jwd_MaLu58g
zg`6wa0L<z#J^&-MDe9rdmFHY#t*F@G2%UU?R>O-?2Qn?>=qYbaaXT4hsFq6BU3zjZ
zz{n#eX}t&EQl}Am<CTeAn7k2TFLWeGbBdK_xbZbSjw^^ms8T%WIg5pKLNP<zeJ(Op
z`Pgns3;Eb$cBJKkn89%_ShDR-&Rwe{hK2$O`~$d?xonS`xy+WwpOTBojaWlyQj}Hq
ztOL)aL+47Y<xj3wy&e??Dz58V3Zb=@Y=Y2GIPPl>?msvqzG@t<`k~qz;Ve1O2@28a
zSPv)%G5lX)dw*GtoQwe)@lNpNA^Yv1qF}T}kQmR<hd%)I09vsE7D&+6e?&seq-v-F
zCn2U%l^Df+PXT%caKI+D0_;HK3h`u!cn2rYn$SjDy@B2X;x!k~-9ibrC0j4Hr!r2a
z@85VSQ`{)gn5#3~0YlHQkF6>h<mV99dq5}tF2WRfT82ih;iwg3+Y(VYnSWTNm-kab
zB)3%9rf@A&6u2AH5t#Su+a1&{IMPk2-L7@w&qmZunYSWlFG)|JEjt&^N6;ew8Vxk4
z&j2ujSfzci`BWDlRE6HnTE@rC)!2^cE7ZSjm#(oo5B<eVfB&Plh0o!@Y!|2f8L1P&
z;gVG0EI6iRvSqd<+!)=mCv|!!9c-~K5&LkW6<U-_Af`FQ3dvdXNK`8<xoZ1QneJni
zRs-$!zK)jhzm_G~`!7Q=t{Ud|y*)hrNAhC|<_8NhVj^27-Zf37RE;L&v~`3}*PN$J
zt^{Yryo-*feOli5U%yT63$X#b!}=)m&u=r$?yLCi6GFwy%fU0g4Mg~qukUM2Uay#F
zZ_jt#yV_B&^`UPfXsKTB!J-fMXkWS>y>yZD=;{0OV=J9gr)iS<I}GIcT44nR(U^1|
z@r3sogrNLDWcTyAMd2)*%AJRRZ|vsL%Sb3;TnbsCqX7VwKexf&Td0zkE$KM|q+B##
zRRi8Fn9&BJ0p2pPp@B|k%-}(XJoAr#V_jnUQcc%l?gw`S*Zx`oUtL|~&9DE8m%F>!
zsaH^eVSyPeIU9X;8^Sryh3!BXR5%4gjJO0_+6Kg28yLB)0_$uItObz1>AFK01TijI
zcont*(jJKDB<I+K+vo)PI6d1ZH1r(e6fivga(v7qWbJwV_L#>k*6i9H65?PI?iEBu
z%27q?`Ytt`KGZNU2OdlXP8)NR)Qyd{TjVle2XR-EB!kVq2vIf*wR@t@F7@V?EfY{3
ze42x>MX9s(^Rj8Tz=S549Ar9Blbi#k3JIQ*b;GSWlOt6>dILlW=oJgHno2U?Dy+As
z#yLsAS`2NVTj!}~7eE7XM^r&SSGjyX7DoWPcibF;BoDLp7Dh~Pkq}DA57eUNxI@jR
z3j^3Jc7nJC9CjdPPiVLH-e6eA)ELIQSIR&%EG>ypKbDFfJOx{QPlR=w!G2y7@=S*_
z5oLLxrotWF2sZZ0$nJ|4lzscTGV?<4%0EnkXEK%Z&*hoCu6<B1x%6gcy&shV?w@*@
z9X$@Ph_{t&^zmn(;ls%I#8Lv6$4yzg*T(28e2>L+8;#;zbA>lak?_h|!~_F??`Ga0
zyzM~wO_}4o9oIi>FP}gIyoMjEaUa5-T2v+a{V~Tqbrb^Ql^LT++_3hg8tC`_yW<hx
zAknl;P-7ts8{whX7$Pu%wO65RXqA#qx<lS_zPX^Au$jr@-K?k_s^<t!Pm+K<uOIj5
zes{xbbaj>)wLJL_#i5t&2T$k&yg*|pk5mmQ{5cpjOEa2RY6VU3yIWoy{|G$SnuwQ%
zXAeb#AuL`aG#9h%-G06edu&>WbF8z^=99x8$~)fzC}tZA7bqW~12Og@XLXgQD%v9<
ziEYKERLGMWpll-?81KSrKTFy9n}0sLr#p2~!fyV_rCji@X~4ky>Ad$_J<CN<C_}`+
zuJ*_I-Cy4CcB4K5^cHAMWQ7gpisP+PPO+^}5bo(#i#ei@cRyFC@==iTnH;a3Qaw|v
z{c^js@ln$o*Fmlj9qPwjs1_VG5^i_vb<QoybfiwjVsxc-t7=Qr`X8?`e^-8An`rmU
zRz(&^#<O%rn>yJpnldpD6n~ew>~Y|el&}DtN=T@hMz3*~!vz0FnH>45i-YZfC_1wQ
zPNfISPWM+`YksZTYX&-sMYljtl&>z!UQ-i6wylhD57~7+8PGMkp%s2~==jux*tP!F
z$z@$IEIE=eX^PK{DbTNXRNnbYSnyh8CjEY*R}tV|aM|ke^UL0!+%eLjRXzV#K1;t}
z#m|Zk`d9lMFOPTbe6tAfwpqT)5aHN7-MIG?_5y#|{+n<<vW>Y|8*Ik7UHq%yoIRa!
zA{FTA8k{FfsOu4T6}kl(t^EwInq!H3`C?`0Sx!J2f<SL)f+n<^piZ%?0`+Nh73~$^
zMS}T$;`9JK)3q0;b@lTq`imidx-R?yj-^6Le*Db3;$(TLrSR8%)DVpD(r4>~<YFx9
zGb@4hr4KH5%m#HMx+zm$>G-)74jZ<&!`uZ*Iki>N60CF19lNfkR1Sj2i-r2y-VX<3
zV$60xrS2Pc6`o7*0~MV1YQQ69Y93TT9nDu}YSiPPeaJL1VRu79uk|#*;TY1B{c(qx
zYiyP{l!)Bb=WuU&_~)1a@~xeo@+Z~~ozH$`Ox7>w=4}Z-8U0~h7o5>Ye-N8zRLBmO
zpUi3;pJ}TwKAA`Qq@suu*~|Rmy~V#%sEUXFKg^E<{%if-mr}^*Fg)YRrEqMn@nijm
zcv6?d2NpTT9a+Xz1&&Qg<{i&lLUZQNce9Ij-#6GVAQ)bQhJsO?U!nQh|No9A7_eaS
z#jQ%k1LE$1r3}!O{`WyK6idiT5xMh7P%n*`5Q`W(#o8XijMfkhQQVDG+zkgj{`=gQ
z`<W#BUqbe6f)8v|4{X}@ZQ8hyi2Y3NmtVNcc-kb}+ecMH;zLLmN%Ju9V^FctpF^~x
z)GkgC;xaPhKV^qUM(&x-qM!hab&r4qUXaP|d1hXN3nYz<BKnN9ykYRh&o)d~Qs@0L
zTwPc9`0RpTY3DD(5nkn#;Bk+-!!$&E0!ZBNWKgAx%%wn>5a_}Cqyn93&;}|5cQ|8c
z|60m#?`<lDTAEkoZ6al|{YG%>*#*KkjOCLn*3PCseO~oF-peiK89At-3ku8)Ik+x<
zvGt1g__^t(2JemCS+KrV@k(tI8Ty`HF^4te@pUuDUbTwJy(#@Us-KT0$>~eAshWkG
z$~SyVXSHzF&gJjQHgZBmqzSbODR@W*CNTBrlJqgLq6DAs6=+Ao^v#~7E}Qt|x4JLn
zWlCqfU*`5_HEd?RyU6;~osjtRhw^6!wPuI%K!>Pwhr&6b`q(?UyFx=rA6r6ece84f
ze$*}voNeL8I{BUziVVq)i+M<i9aV~^ZkgX2ua*1Z?wYqaZTY*cH}MyvZu}+f7yn8%
zrE!5e;qzN}>!%`3lMk+4lPG*{cvpDgRTR(Ie(<8CKhL`vk_C39Hm6jQ>)XSqwGfPW
z#rP;lm6!1!!Q=?4M!yZNLPO~Up`=Elq*rxGuhNoUbqBn$(;yNxKE8;!ckfCW{tIfs
zgD1!w`{WA<yR!<vxj2)mI<luT`pSHpa5N_Nq0AM!X7~d3vF{<*QdTQK!h@wAP~YAA
z4g~`Z^#f8jxe_Co&RGZ?<)Rfr^$GGCTF(QJS<QWO5V|1XCdERvc%fvSu-%(f40i~~
z;&ce23>n06?Q&-Se1D%}e?J@!T*OIR^z_h7<Z%mqAZg!SCgHwB;Xa5_Laz#uk)yP<
znY+7!?wfYgPjpkCVs4pg-oAv{l7$C-!)Dw#$6f-~G(&VdK<Lcv0xnt<i-PtcOta`6
z``7y^PNOlu>}n>T)ipi-*P)f(JVbQ_W57oHKXex;4|yrE7Q=Y#+PvE?>>cZ!sBnG=
zXwTuT<S5&Pp*IiE%cKyLdQ6t}<iARaCJ6cOpb{hsx5bC46V#q%J@b_t`0n-}rH2FM
zO9wia7l*G3PUKBjw@o&eO*XwNCaAlf$c_8*1lS+C{<n8vPrbWElXD3p&b1EFWN7OG
zY?gl_S^cLSI(Gazw%O6oo<-X|gFRiLvAyD!d$pSX!?=L4ao6}2&7aHaKXSvQIv`T&
z=Tc`rl?vX6>@V5G-B?ForWq*RYFdTTHBVY8G|YIo6>d*5)$e^jj!zDxnwwI3Or4fc
znv7)qQ27~L=k9e~O@7&%2VxPJ61KRoNpQ&QoqEHQ*kWP5TmNAXRyMr{F9!aq?dIzB
ze+1-XJHic@){qY6i?0u7uJ}IoA+AZR@q-INPZ@l9wk%QzU+_WND#l7_hi{qBi02f^
zw|I`}P%NOL4n#wFg5ia@kPbPTW4@9^3=uuo3Zkc1mJ!;8igvC@jSYd5myX!6t5K4f
zQK^90)N2;w_A(vt593TIr2y?~T2<&HhL|w8v?{ca%TjY<qlTR<l{CBr8>A~UJ$L59
zn)kZJigkf3xC(8siu6wh5K#GFk-Go}j;1$U**3fY_xA_NXbv)2bGlZ5!B>r_8nx5q
zW%y@M-wL+WurZ(mtQ9RGbz0WgdjNqx(AMJ0;v{U#N_X#ujmeFEG7X#Igavz=b_RzK
zYoU<LN>zFFAT$EdG|eDE+3?Zx%$~K?d(a?3FcEVrx6}zwxWNaAG7@A-ZulqBL?P_K
zVel+wussN^xKC~>RD{u5apc>RX5`YL4&`@K>Che-=7!QHg#jZ11JsbXG!m^<sM%8z
zXAJvb2xHC*+Z%85DwqRN1Ov(iD-wrO;UG9Me;_3s`qVyjcYYffn)Sm$fjkF?lB*(@
zQe}&%^f_~ETI{3SwU8da&}2GA<n{JMx6{MscI0|yt$Jr)sJskp{?1<RkHXZmh8w{f
zzJ@n^rDza6ZxHoq_zr*kC&#}qgv$C0lfGW6Kw;YlBc`6OG4IfHWmvJoo)7ot?(`pI
zc^+gT>%D?gdDD^hNw*??4t1uF-E<MT-9F3xolG?J3MT#vh9?|Lzq^FQ(Uw_z>n9R8
zO`$?tE+ztUav^L^HkPV;?Vs?(>K#603rAp}#>9<lIYbq$BGi{*%^;rlkKxdvoTAEP
z_UO2!CA?a(HV1>Y*aIWA!fsm>*Z##v!W>V@1Q);gO#%7?*g)RG>=L49mzoKMX6{fp
z$I>oEI-X&F>gn@ib#8yA2k+10HGJ_tthf`F4(?k)%5TdIB@FN-_k6w#13xm6A$Ken
z-fGeK*LMXtYRh1{%BHxWAUiH7D%B{j+R@Za>-LN1o@(opdn>>0bF6mxGKVYhUu;0k
z?oRcO6-e-C-&c)f47qEm>S^~tTcz)H-MiYR<M*%QPKIvyRlPhbOqNCbxtyE7K=}JC
zuRQ*S$#eWqsPJpAn2_F3ub$SO*U@iisoosJB9Eyfc8@9DJoYM3Teg(#V$raznP)lK
zd`13XX-e&TNC(q0sT4{u4(5nH3khC$vI`Th11P>0)YkBH5b&A%mYxB|Z4Vir(n}K?
zphIpRHU?42^rri1eUR~Og>jE9pr`$iqbNyYBlbYag_0~kB=8jw6sY4>!2FR5E=Quq
z`5b`^1Xxp+!tI-51~bJORAeN3?PjMCM`<HAcWDJ$cVF70_D|R7K3&tS5RWkxUm}^}
zY*7S5qV0R4?wV_1!w=ktAIJya1FZCRG4%DCK)>PHO}ddW*X~DGGXo=B#ygpyIV8dV
z)FX3|11;3x|8N#OhqbZopwRmsn9N7Zuz(K|!t6?0;zF7;p2WUZ$*a97g;M7Zm_#`K
z$LVYnXX*IS-tnWY<3}gQkJdIHpNHVNNLNADPcG@1vysbW-CBh1`n`I0oSI|AGtC<P
zhY1)@9kjkVGE3n`iHJ<PWcU@87P)BXtcM|f_$uZ22jGy3=_U`suxLT)V_MR$!aGnc
z&}cy<yn<lWg#7DvukF`6^;;m`rDoJcl^+PanA!YnWrpv8EQ&GQ;(B6MnwU=b6n3n3
z559p&#}N+#IK1l{K>IAI-1;Ijfc?tn$wuuwzVf8FFZd(#FplWdsuT&fJcNN>(EZGF
z^I*1ksF|87Q)bn}ed1_eDh|{0x;FGG+*Ks(_0PNSoD*|rz72Ra-(mw$rif3|ZvhT@
zN#!5;29#&}-e$iVW2glEh|YH1owt7~NykF62=o0_Wn!k0C`VyjW+mArsa})io|?t>
zm@;_lnRKJX$y8HrDQ<_WFtB8JBj+-xrZ_p>(ZZb8eGai`w**vpA9*Iy5=RD)$PI-1
z6r>$JK<)6Y7gC(<E_l(>!v9^qQ;0C)$>Gn2wc;>EEHVIohGp)MM+U7qQylMR7Vq75
zZjVx?i9$qRkUZjPo)4A2T!lviNY8G1?QY=;&R6s-8e=bZTGlv6y@4=&iE`+}*KlpZ
zD%TMYa;Al}8y>M^8j&l{pB&!R`|%VBLVm<#!QZpDpgq>c9i2rH)F0_rCEJFchJFU8
z+G~pOG`FenHm=I;BWVIW)8}fbz9Fe~q%rUIAs0TfzppWG-pvik)*PVT);XA*XI3S|
zmSMzry$OG^E`1rli&G}~zh0@kv*JT};l3Dji^vPeEec5YgGwMXCYG=jAC^eOby^0x
zYka1xxhBb3zmn{xlAiwlJ5(+yR)R8kxn$XSGx=I|`<p+Szj2T2LZ;thy=hg+)uoKl
zI(*@S+2E~|MEz^;!+!h?=4@5+j-&knGoxRg&kvOC1<&)c4;POk^=}oTw(~EFisxUc
zBAXN`$ubu=NB(xlcYhvC@l(cZbbc&lUVYY7>vsP8JvG>PJO8_}57?7x)E%F9%rA~E
z*)W7%rc*42ur^4zXip_TZi4~Y;$S7FwsQYuQybGvaTU%?@HxX3Yp)>!YQ-V=`PH#_
z)Zm*-aizn{jys32c7HKFcQx{kG5oPWw;AF@24zjz5%TxExNf6qtLQSb@NZ#LPBEy!
zz;>U<!fD}0m0cJ{UID*Z+iNkTKZ0Av{SaH_C-}YCUoB_kEs;DM`;`ww;+H^bxuT*F
z7|e1(u?s}D<&3j~x&g8<Vv?JeN<hs^&+-F>^FG_s*UrV5r$Kg!wp0@O4~i340~!<w
zjCS*@{nRA~i=*tq5eJMz`frs#DjeA+ejk`)>^bc1zAwP3Pp6o+g^_Y)-*?H};ZluA
zyWp9zp!E#!E?A6etr`N=tnx7Kk;US(8TZd_4=~f_$5#F$sRh%UPgzB73-zB-M*S*X
zmE<1E3K!*td>5b?=(_kWaQ<13E_6h+2our#DA6sKdszk`g``H&1hvsh!#GS0**>u$
zx@wXnE<&hPg$0bs#NKB=zOJkE@ZH_Zb}+_h;aV(UnH?3}X@eHyT#6f@JJZnFX)QuS
zUQ0t>`gGphbYARq-tcsuxR#zR3ost<mPD5f{}`UjnhTU$K&Y<csGn(iYIdRIOb}(2
ziY~(g1JgZ|>iQNIY`Bmq(@PkUdbTW;WjfnA#G13@-?Q>{52~cn90VI`B(#~IuP5%o
z+N2N1`^%gaHLYikF{KzJIeo?PeC6$^Hip-gmtX<<&H!?ch-#1YqNjO6V3>MtJS<)U
znqpZjXlnbcnVf`j@L_HBb?@RiYl7@0Y2vRt^j0_UO#xqJbHTi0^wiYm^Oe^eOH>O(
zZ3KHl%YU(6k2yMg@ImEEK_cpOyYl9xE%MXvzZ^C9)h-oOUfrt{9^~tMf%$p>PLI>8
zvv6UiKMws*VQrVP7uY+Gz*qO3+Ar}h_2QFL_|eKv3Np3r-Y-A&Cj@UMlwBm$tyaXG
zR5a}r-D%khN|)apK5M5x(2F~GG4iTukD9AD_siHIzg?Q{kbLq(mv0q^s{f5!YhN0A
z_Ald)-`{^M@<mBxQAvAI=|fkYShPn9>x*PIr?gum;u99KKg|5g>i4~#J@WK*_0<lr
zQ8RY`@43TmzbCG?w@$G%7IygCf~goQYj2&Q!-$xSuQ`8JDjQdXO>^#k>gr?Rxhkr5
zRUBqIOlawZ=@3E~&LO0`FyCV|IIP{gXZWZbXXOsiqb$BwhcI#S5Wrh$vl7J-kp+h!
z9=y2{;fFj`k;Apc(lr~{Vl9X))8nsqtUdz$>~tg<LxIc1si+o#Gyu#1Lqh#p;@kc$
zF9iMv16u_QptIjb6kxIpOa+1xJmPBt$fUgwAQ)0Wbp&&Pw-|?<|KqQv96Q9HG5bC~
zdW{kPaU?!^Br|dXAy`_Gw2P_IecOi(;HWnr2(Tq#h{?F4;1T90JZGGm)Rtu7tEJXr
zs|;cv44r>USX5J?PVQpf77z_RzeU0`S+CrY%k`sLXrP#n9dtlF)FGZ_?P5M_{{#g@
z_<41S1e7{$jz;R;C{B{&SWd~{*EuTGDs4wFo~=o0!_z<`*q3};YDqCe?oL&3NRO!K
z895ZZbw)y|&VPsLMLve*&Rh1o)Ck@Kv6$|&la5o5+urW#UKQBd>adzhih2eT*P@Xf
zlP_X^1q&vPu#Vc+?(C7DmAyZ|{u*kOZYk&KDOBjl6`LlgKS=LEWohW<bfftt7`i0y
zYm|>-%gZPvU!6-*)s5aYeb>LqP$<0cJSuauyq(Q3n9cf<t=<2VU&E~!pF@*6Iu<#Y
zgPeX|I)>%<f2g|l7q;~?YsLz@|MHW&4?p*SVOsNtjtc~xzLTP2(_V=QA*6@{Fuj9=
z41+fjwj6c@R$O~B{;*-iQ+ag=0P`Ffpno$_XRi+ao(64W(nT(sy)R}b2t*i@FigEX
z#<mk-R0@f&Ra|Xz#%VWhkVIqPSCw6&kV{*kD=OAlF1X_vgpwpkBTf{PWZ7*czS=XT
zcZW>Ofrp;ujY@k3x+RMy7RL6UfKbq+y(CzNko&BLwEaqq(z0a{K^E!vYB4}d;F-6e
z^Y%1*9B}%}GULlY#8MGNW^|IqDFJw2Cj|LyU7vtA7tI*S2<=t4)F`BG^54U7__pe$
zT5f{;2Q-ndJtK8Cy*M&N-3KG0PSwwyq?KG5QP%wE)1COk04<)^CDg%Nb4fJzp_X?6
zR?^C_pCO|1O6WblF{qUZF;y__7i1Q#b~f$ZtR$k)SZEzINQFzCD%c&);&6#G%3$Jt
zXbJ;Zwk}(uAh>w%l{Gu6V--PQ5a2Qd;ilG@E^wGlReg7TSZ~EqV6T$Ffy~qv9&XnV
zfwq752*d-WGP9*Jv!uAQe|&`g;Ndddpa%g;G=Mn=;#HK`FGEZP^+n09hCUa+1J{2~
zX(0`;amCkK9_|V3Eec)iCp5&NxAvB{_tJlrbaQMXugr*}kx4a92Jo<4muLY@LiGjI
z`NRtU!Z*UQnuE=(^@Z6S9QSx4Db*O4iuF>Uv#ufyO=nsl!YBwrU;R10Z1~Tv;lG@Q
z|M(leb~Sv}00d1Ir^(D_E6Gq(=wBv-P&(%?{BWpK&}5!)dfff1mJjStU-tRQ^QCQZ
zrbTnVmJ21K=Bi{2R=X+w`&SX?8!jj8q%dFlFYeA<VnWHImRa7p5vQdCEgA4)MOlWh
zlLdBcJ~M$n4jop6dO`zQ!m+x=Z)4Feo^z2VvRosCKuIwd3dm1X$!rwZcRGi>$S0{I
z;d<!xHo7t03}lW@g)dJj9p<t?#vD8uzFaZpz*_B+o*ai=uyq82oOz%SXI3srRhx5b
zz?T0JWPZI(>Q~tpsw{E|0(&bfm6xAQ;~WItp?tY_(Mt%{wEU{3vkCUcs7bGPB%dQ}
zWm-zDt3C#)A(LLSY^L$_@`7&SpHF$@!KogtlQhS?wa(VxVM~0JVmDR{gfHaFD)r0I
zs;3(^7J<8kmfMJXE2lCDx`jrw-Rz(*8f5R{7__tpnp;A`q(Fyj6cy+VrbntcBvKQQ
zU`P!idH%6&4$OJTtYw*Ar)lnL?~9zT_0`*kQ(yC%G>tTk?ptWD#^&cIhxjKIKYQ+G
zf5+HR`)RA?vzdYX!L#{ql3!--U+M~&-ks_jD=g!FY12^7qx34Xk$Ms5DDmaDwnX?R
zVLh1JlhkYegspXbF)@tyCB+!Q<!oxZJn93#-LrEng;{;Q<0rPLLg8|1YC{Q0YX-*l
zOd^!}`KhMYMYy-uIfv553!6pzfR?G@-N3;olDaIu8FqP*i=sf+LInwCPp=CiYbBkK
z6I>Xe2J!bE2>E|&|4r6vzv|X|v#lUiLI_$!T)CQoQ~CTub4{oaxFznI?ziEwV4#nE
z{Ao_`3czo|QEMV1;MyL-y!aIes&NC&lQvm7PFXo*89d^FN`b-R2F8GWY$MGlNqe;e
z1~kpa_}0jCi2DLUDxDD23Iki3zJUAk3DlVEVf&zF191vdWXyB0H5f|8PMFKcRSRKK
z)dx`vWPkxSj+Mm_IF-rfAp9-7TIT5nBn7<4B@M-+6QA{+1DWC5$Ci1k&Ur9O@llwR
zMBqNwQnG!Qls^s-UHYzfO)1j#f!_mq#+@*L&AJZIauX6`6B57wT7H|!@bfKHg={WJ
z<Jw0|lls?byG6{CN#~&y?0v{(*v+6uR~02*ZW8+CpY-cL>F0m4&d*+D1$>xuYgQ81
zV1|e#1Hjd$XL$q|3O@X@b~jKS8OWFiXx=txwDwhpA1L#$x6fR%Z#iZQzpCXXo!B9g
zHy6As|1g#eAC!O+{|+mutA3DJW%$vXw#($l>a2tCIZ?PpMMBH*<;ucu+A~?lmutIG
z%L_}|VRxd=hFLxX*DzxrAWb${y!~CjhA4A>kYypN`$(vb3TT=?P%k{BV*JJgJl|C3
z*vLbL_a8kA%M4T=FoGmYM#fxxPUev5-DZ2S+;}lggR^1M1F?d?p2lsvQDUar8Myhe
zoVFpe$mR{f?la~YG_r(*<lhA%ath>F^Y;4j_^hOmgtT3(&hqqjrwz+J;sc>MYxu39
z;B30L3K^4DZz7h|e9wNyR!Q`<d+@)V>Ng>|htC2OcygKyke;KVB#U2dG}38NJZ$sC
zUKpHZF^eEe$U#uug^Yrx8F?UfzGfM7zA8Ss;6+O2%c-?Wx<%ycMTaLQwGq?uu|HFz
zUB_5zT2_2eelFrYX^N9RM5SZq{{11y3({2w6FB|kSA-u)m)NOjSb^bAqQFcrJqsAa
zQvyDCU~tcCb32C0gpk?<j>;qs@0%j~s>U6)I+mmcY4BUg3{oGVi7lRjeXo!Mm9nQM
z4+CxLi`B|=AEzd}AC;;tYl>=f3`A||9Q+rZj^o-)R~~5YDH+yY?J`8o7^1$9A}`Zb
zrc~Mw)ihX*yI2ER=~#2wrF6=qv?_-6<<KNXFeVBqSMa@;7+!=C*DaU%ULw<9cC)`y
zdZ;>to(0mMQdIbOdsB(S%s*9ubmm-DQ9txT{3?6^8VvxSu7IuCA10(ju1;=@p8hIw
znx20O`?`$qd=M~d)DDlp=ZNW7OovcK#C_9b^w-bPS4?ILwF_BY&3SVDMuUm+iS^UH
zWRVX~o;=3ScP)Q@@%U_cu(FvX=yYzS8Kj@k5hu?0&6!QY%ZrU!=O_5zN7>D;m+jn}
zh(R5^6zcf7-RVVd>xV_s*%)?$UEb=M<<D|P4*iSYX)P^LPXIE6p5^F7Ve>C>0GJo~
z78lRAqWc%`bBJ~MG=ILeH#R*i_N*&FNp^4Zthf0Inglp086rSEH;2dp_K+v3c2Ke_
zDt@w2K!)|N|Igo){5kW!IM_A}`z)4nc930;5=%W>A8jklmj6N5e~{90M-eg!80!p&
zFw}LuW<}K5_m8Ek2kk>E;o{}FY2Q<PZb_cHoiD}b2MNSq&fVbzJ(!&kMfS~0pCU*s
zrQ+ZTR-yUYMqoF4_}ghV`?Ip*y{Nx+LsJETXuk&*Zq;Cy)qCRTU4_W)-hS`Bs9z(X
zmK)3oOVgvf70=*zLzFDM>iSd7Z%f_gBB}(JdT!t^5Y>{$-MZU!FVXL-)cV~!3wLiG
zqIe_zwHwo+)}?Z;^a1Nu<mwxp47)HP>f2caE;0NA;|CUih;HcOpMv3|X(qzKSK`<<
z;utqRa;&6s{7q(@|IEl5%gCC*$eO~)`i}NBG^}L_BzP?^)sUxHEsJ6U{c0lFXFE1A
zFJg`d>8kXOW#$l0*IQ6YpV(MGuC1>-Iyx2><O>P^{Z;$w=fqdr)6OnYiL&JEr!sfw
z2`vx;Q6-V0Fe3dRNYpQVE{Ii6W4C<@A9U8tef{(u-^*UnXJ1q5?}~Vr8hv38ov_~K
zD3j7*4$l8Cak}g?J7xysO5hpnt{&Zql_q=`Y~=7ER>ZmwrleK^(%Ih9w|Cmg4WT+k
z2dBlJj|a!7n9U9nYpH?@c{*-1oD0nBuHs;zKtS0QePiARGw&n%z)CTi9s4zX9)F?N
z0dp3MhzT#Ij?X-Q%g<ykPH$P8nHx9W==dwy@SdNG@rGO@?IsJwe7*DesrbWH^A9xr
z={%B_QPo5Kyz3zcRi=UExINfcA92JLzINoUjDxXgOvCo-oz9>30U>^YB278%DiN#`
zvnm@Ux11Y*pb;yu6r<zhmNMz)W*s%wacsk=kSgF=uOn2aTUev-=ry=?lqS8KEJ>Y$
zVkxsk1at|V7ir?WXFCp5dRKYIZt&VZ*6DvdAY^h~xaq;8rXL2cY8$PxtC#zFV;tLO
zes=j5>vA;TdWG8`*jrxz6UF!#tlY0+&2lK%x+yloV;+9q%HP_#zUd(L*S^>J`9MLw
zuILv$m#m!fjDTYAIO;sYETZzu4l$dj4Yhz0BZPyLjrOs&QR*cUah%5{<iKJrMVnx?
z5|)!zmdN=+dh(39;CxAvoWeJO296SBAjz<;(0r74O`Q)G*;jZH#>}HoFiapiRk5BT
zmlt{-V7W(nMLmy2sKw|<^wshCZ`KLo8h4+=O$S@<!P%j$gXP1yU+L1XJz?}A{+n3K
zYsQ!XYf`=UNZ(Z#*K!2&J)H9*Ve==yt)~tT?t^^81fDT>MN;tt1a@?zf$^VWl6yBF
z-jh!cJ|*TB#uz*-A2BE&dr&O^)Cq1<94F7|!OneV^Uv>=pFsdnNuNgvai0|P3b@jN
zq6!!kO61}HJ)?JYW*v%Y(New(C36TOB8gjE0ZLPwpzaZF{akB(UieexZ_7>W1o+x*
z4NEWC&{H^JPXAKvp^m+$lZn2$iN4|kbf^k>hb#E>?5Z8+S0v3JPR7xEN{XY23kE&L
z3c<WUqCaSD&Mw0*;OiGMXs!?96sh&PB}+pb&n5bj2CD9J1uVHey2<$KX3h6V*8b>g
z-y_&5fUm@d`{tULAKJOd*|S0x9x(`gOLrF;Y;H=LYDSWhOqx#JR{3kTvUiqtbZh4i
zL*RE9hsvMFT*{4B0he*a0ye?n3zK;44||XRDP3fxv|;V#VRgurkkGfYJ;`Qv%So)r
zdhmm9JfZt1vxcl~m@Gd;w(C?n%v;vi*PY#Ur_zOWSi$4&<z&tNi0kcL7*^AB^6iUi
zfXCb7m-(gtA`4GUVFD#x6>qi?SO$89kbfa7`V|XHOE`sXO6VyBcN7JtoeCjjB&+Ik
z1t*`Habbn4DRx9TQ2X!w<<FYdtC!jEYYpog1I-*el8rWns}{otojWjh=uQ>ifmlGf
zU!Y^@EFHpo{{C^Y$3(#MNz7Ee|9fA^6JP3-XP<GQ4J%mn{j|9+>i@N;q+H(emL-(%
z2c-YwIINO$`(;n+wVpjt>6y}b3GkbX>;ypWZfAfFs?)H<-=xB;Xk2Fi*=nS{UXO_i
zMb^i|sD8-HeK=hYuxSBI6ajsl9}zpv0DdYMFkh62xNNT@iMX`r+{&qfUFp+#0@bvv
z$jNB0sAy^UplEtpSXrecR<?QnlUSLq=$8;M%l>Yb1W+&5Tx<3;V-!L<O6pm_^=d$J
zkLN!cvfz90;eU#RtT)0p!>{r#kA_P<9Svs@YB$_V&|-ag|N2uc)#uzUCKNfb>Qcy%
z=-!_AwwtV4NK0x`2_(sklZ+}gu|f-1(k<vcdNRo?A*vBqg6IGj0$@`r7=qBdl?&v&
zhNgRlrmlvd#<a<nvdNMX3L^Tqa)(w`C*y;gT!0Dj0_4ag&4-2ZpHJdP@Gk=r`kwn?
zWR?$bcW_?9O^QzuX=SqdzoK&07klpq8&J>Ru;VgNuNmFF@;DYP$iCdGu)q9vcbNl8
zGGL`lb~}_Kw7NgBx<9;n>{@wyWHl+0tP-Bsu+7x44bh4So*Wd8_%9t9E$bvbRnlp|
z@`njczs9X4-Jy)P<G}Na;`wQ>wer)pYPdr&U#?NsL7P&j^z}Xp6oU0aq#~;|R~BVx
z>^p%s@T@DUk$T<faBD33`Gq5QCjAvv=&6~O%z<~Tu9INUWY27idI_-)S2_pDC+@W#
zn$oW{n0Oit51TwIzF=3TZ=WmK_AHsN{dYrR1XvU7LIrvNyiT>ca;)fY=~iQ%xg}~)
zejwq8ygJ=*&U<ktyvyt|R&TS#HJv64cRO`S6yhJak%hB|KKimfuVhsl8YtEQE2@M)
z;oKoQi)r)ic^n#cIeXb&KuYH*c83s9TJ1yjXAR-C+k1`Q`YHA11;h|{F^E_32$53P
zQ{<K_okGPbw5R&eT%3;D!LXx`Bo90J{GQ&_G^lO4bDA7<Ac2ixW-an=rDxex%xWXG
zZuZ7<F<uW!hX*?e1%RrU9&G-A80&u|V9Cr+@qtzdcFRBo{f6QmyvT2|%2%NeqMLM-
z|JBjX@}+%qcF6lT)#b0;4A92bP7ZpeHr@gH_m^Fq#||yKf4rV}jn4^69L*X1F<LQP
zBse68!gd6HVYPZOhq(4~;k;nK>-Xj$?eUXjRxBQpgxUM`Uc|z@e(!8N8S%Km&jvpo
zHj<zJCtl#wttk<<4XVDoW3OH@7~bc$UJP#M@h5F-^i!QtvN{brnQy;=rISzk_-K7I
z*>N)vBX0aq*3d|jn~Y?a)SWJn9ZBN_{{*@2XE6Lnw74@4w(;9D&-phUG2jseAEUO^
z2<hr<yoU)!To=5WmOX_#)3nQ=p9z8zas-m@CxYvRf^2!h?M#=X6DpR6$UYYTB=3x}
zZuD(>k~w1QEUI6m-$4>o=f`_Xd|3W9%7JDBt1k`5xTp|eVdH`VnTqpwT<~j}QlL_0
ze3>u@P{*-oG!KXnv%JX&j|bj2Q1CHH+XGyCUV8CjMl<t5el>GPFqU&d1(Xd5sFq5k
zn@e~s8hS}OO&1zH8feBN`?O@JAN}*U!Ow1kp&_l=*&bxer1)@$IMn6}%}r^l8E1AY
z;&`#+v3;!E7Dg@*-`d69+r{14#XZinrxq@nfHIL-hS8be4HoRpx(1r%47WE-wpUCR
zWAMbv=_5-J#PqH`_0iwx-4JVR+GNY0Q%fy<Kai!DV+o}nX5|=WU7n?1pJio5<J2tm
z-H;E^hn*B)9E0`~*J%Y+rjS*8{yfk6{M<iqEFXMK{+?v*NV)gTg#WR0-r-dL{~PBx
zoMWD2YjBQ{>{+tUv7(X{McK1Z_8!NkQb|Z9J0n}Nvq>mh2-zd+*aycszt`t`{kqO|
z)gN@ZoO8Y2ujli=@5c?yvLFlLP6FLQ-R7lGVnSe+{4oG3)U|1H`BOsYgVk6@RLw;w
zj}t=c__*=yCS0M0Z@j)REnBfoJr>~;ZX7msf6g6BDJz)*s;({jURg=pY_fa}ES@WR
z;$j>tGtuH3_niKI?yEIS_bs`y<a}c{d0t@LQZm}73lzWBhz#-SphaZ1?m9MEC7;>c
zW-`VGPZ@-@OHTGQ+4rD6qxOw8_S(<3L}rmkiapJ)qSS|YGq1t?7t|ToIHz4i!Q@ib
zAQF8?3M8GC*Ggi9xiZl}{EZ3|*J}b59E=R0@j~MV)rb;u&S0nf+x)uRETh2Yl6xYX
zD!@O-p?Y|#l4sn+0|xHz`dna0MN>WsgJ#G77rhs{49$i-K-U9P<Vzv_deL<6x0t-O
z@EaG|;k<z&8GO&sehhh@Qlu=VGpc=MssEZj{@3gD?Vvvh?bGkEp|$y?^u3eCsD8ue
zbl<xXt^N$jY^x|u=)CH=aKH=jW}8_TtN(4d@1Q-$xfz}DbunZpY43Y|AEIb@>#hLs
zwBJJ8mbIZ7gd)0MH1#<uTniMwc4DNrZ>zW8nN~nQVYu?e+EuedJ#gIBx!c~T#k6s|
zP^f<)3xKL7gAvyPCdcaTn<$#4a7)Kla8g$b4iK^UNFD-=B~q*$8O!jc7=3+WtZPC}
zP@y`n?$9wH_U9fq(;}*(&#$V_Lq5U5E#1b2ri7``VB6XuEx22LEx}`6Z6PYMYbWKp
z2S<!YN=!K`Za`=*;YKC9dEb@kNwMKcu|HkPzqhbikq&Ey>o=Vm?!V&ysrr5L%pxd4
z`J}xO#$OJxRhIBq6n0g;`s`(k>Ho%T!}pZz$ZJKOPkt{q|25dR@mfPoil}ZClX4pl
zhi6XuGa(=|I$((Rcb;9_nEev{+R5p1hE-}%=-S4YC3;B-E8=0#r|mNFW(dS%uSc?`
zj6_E_|LdT6`WvZ6={G49jHXXYiJM)!R%I3^>!Z(c-#q7j_pSh?>a3k8x#DC)>eQ!S
z!2EhilnVK`)bSK>TbjAIPM3|3_TGH#rzwYkkjh6NE1!`F9HFx4uy;#wA8~g370sXY
z7v68^;@)5+<B6WW8<J62;?mTj<cd&GYM2>UF%HbDqG(fy^fAkK%dlW9WQURVQFtmJ
zzmy|RfL|)qQu%Cnehnr0v$_7tk@KSzR(S>3Bqh8<zjqH48DaW9l2|Lh*B)K?c15sB
zN%rt(Tle$hIZiK)ekXmEjB~+qUb_?fPxIeU=?lKZyju-oAlMWi4Vw118|obW=1-95
zlgizjb6@!#`S|D*KtbiO>zz)IlX1=xry3fAu&>8{pFN)>J6THJ_-2$^mB#5OtaPG&
z9opwymr6T&={24z_!D|7(4*~VrTsk08mTX`gAkrYmA-A;F33%u*90aBGB~Qu#p3LY
zxNyvZwrsrNreZh3dDT_`uTkJOr$GEtC!?d*L0<INOEjaMC&}7@?2u5nZ!eQ?FN1GC
z{IDB-(8I9zgYKyJCA{w?yyqGG7hOK>4+ccEeH2(j=@_|Nn`Z(eE>iy*=C@tCp0@d`
zac(8oppjoE<)f`8BsCKgH8q>>FS$PevO#2)H5<l&j28bM`<kQNo2i{yjv_Q+j(!n}
zM~Mh}>!e*lk#a8G=Vd=dWDR^DI=J&ovH0QUhlajy%hVmew>&yilzMCqR2w98iBwb4
zb7a~&B{H>J&I~n1r;(c@C`X*6XGTB;{bFJ&$@!<Tk57#CK9H&DpdM2=PWjDl>H6^l
zOFLpeAirP!$Z59Zh<up<BS<fhMx?iI&%R)9)Ex^9`g+pl&g6AtPLv);nn3OT-Yh;A
zYusvE&uA{iA<3|3GgkDSkPN1BBum^?#fxEA;HXQ>98vdH9s*-S)LVOBd~3i1a*Nrm
zMDuR{2SxZv>LlDO&0kwuhTqWNeV8rOSmVS&e^kG%zN<Ia-(dUT-oc&6+TZ<nJ|y_P
zGxGd!_aJq2|NZoetkdeXW{i8Q$YS4I+?QX{E8kc-BaI}rawR(*#6K-cII)XyvRO$;
zJ}4}_|ERQKa>Bc$dGn<3*Sej`HNn#-efw4!sM=~N_oe-orQ@c~cUxX>xcBVD?`XWR
zySyHA>O%7r6t+lix&Cl_(pOq?n~I!Z#r7^8IAX+FM<sh&ua5tVdsX-1!(ez$y<qHD
z#^S4oW(Ce4gdd$3{(ND}@LJ2mRnbSQ!jD!(T>go;fGzU6u-eFel5y4%7BwTdJwZik
zr2tDHc#euKRQ;lY)Hmdmtc?*3;{s|m?fK{f$6e|a5T%e}n}abfsGRQtpmTFbs}S7r
zNi;!<zSP<OC?o>4kB?-}<h~1=IbDEB>`TSt2JRV~^XD=}B&mbuE3my+ODBMGD@sQz
zNT}336X|;<Dw&_1vp(BqK@3%e%t)C}%A%JLMF0T!Uur`pkJM_~hcSJp4Gf&13Cbf1
zE1-Dsrf1bn1?P`3;>hZE5{DB}*hMw^s0KS;mN>ghmcIa%?Ik;sC%NiBv?sWHP;1&1
zxOvI%APieqfrdH|N7NYkVcdbxh(pa^msz+jYbQMmE-BXZQBgRGm6q<<s#OnN23IvT
z12T4;N))B}U)oT}7z^S}BpW_iN0|#O^bZV>3uYkY?kWEf)D~xwqQaWwo71^a0?5~v
zALn?uv$i%{OB1TmaSt9O1i2(=yP#h<JxI8xU9RsG=jK;nWu@7I^`5nM#Tx{7yW6e`
z0c~TBvtk4jpL-ecDW56Ni6PhND39GcH$^Vrcua6KrSlqF#}&tzYnN!QY8_vV_OI~|
z^iixmdf%|WuK3Z&3qqE<PHZ1%I<43|TzIf~xf-Nt6o^{ikJ*$-LwU_UHnH7B?F*h<
zfU0oL0mwxZ?|ry>`MOz@&6(j)+Ig7G-Lv!BoV-L4Z?QOMj@jTtrs8@Ii&d-BYqF=J
z-YVo4OUJVZ)+ox#>#zJ0m8c`X{n-d%on|XyjuM+|c3f%RlN3Hh6T42)!PXNnR@5Re
zU>shU(0J4ShXA|DA4O+-Mv8r8%LTVX-flu~v^qw-bEh1Z7*KBM)s$J~6VMQJK*zQe
zwcq{aYxIkW-}OIg_yhE!YgZ<<I)|)?-KE#e=hkiX$dLmW5Cx1#OXz~LL;dotPLLv?
z@=LGVY#1Gt@HIyEUi1~MawvqY!($>cM4rB#g`b~69bSbT%Jy!JXJF84wYJmyhd%Vv
z8J-=9XF4aiDFahPR~Fd~3Ofx7yHHwDb5lxWv$v_oISPB-ryCUb+I*vjVMvEam4nu_
zKnnVRS_x_!u|hC=evZQxB*_$`h2P37(!inDST3sjvlvEQ$xEfx`za&<{E^t0II!LZ
z2u!vpiZ|^ys<A-pjA)jOM6gO9exgOUd2khgPbc2TNC)I*IN+O_3?P{O5{HJWi{8EY
zoB%^3-y0$+H6vrN@B@$^zk)^)&d(_e+9)#`AhVPYkaC&m2pvd(b1}}~5=kxjzi$vx
z6_`<G2mCyBp*z&Pl}I>mYVG53Di1A479864w9GxJ<8>Lf%{{K&fU)(@<7S(;(=is+
zsUPJo_}+hG`gq*qVf)L-3%;i6rf`tQfzY+Nw#yAO{?V0l1<mfW_Rpmaktam)dZKvH
z@rSSA^$_~u$}tzCs!-f*3f_@`3#0xQOaca&dGpmHkP#wrj0I?bPJQ>1_uKPV6Hi}H
z3MW9QD;%rop&+D%#MkT|KOi)UE6+H}eema_4;NBz`NI&N2amV@Qf2)WM*(RyL8>#U
zEdlz&BH_al;X%~vB{wyu)&<8mVy~Vu9BN_9$$$Y>en=T15fN1qg1#g7a5K{V))|$8
z@~%XzZR&!^#`pHM8;<PB7oRbg6qJ^R0jkDK5ac|KdO6tOdx{6$X><FIgv&h9aAmwd
zZ@0a1gNQ!Hn2kLSZArEw&MF6)YWN2)9DOA3Yh%5GV?qt0Cx-NsT4dE<6+e4Od3MfD
z6UyV=)_!w}%6orYi~ws&5|gcnNYcV`cPME+iA<Ub+VHvI5;cCyn(?@0%E|wDfHR3p
z!Zw7t$@uBZuredg)~1A~-oQr^p2nbglZg$$X68O-2rI|MYIm*`VLd^)IwKhrwZ~xb
za{~H}@Q5@4LO73zJ=6QvH`Mw<Tq3Kuu*q2N4>i4Re@n6pic9hy<+=a^(R|!bo1+{F
z%Ji8E8yf}T8_Cgix0AIj7}=>deP&Tzrw?N4oniNTKlBbgzoT(S-6AJsBjP1@oO_KP
zts)I63zR$CYy8mF-|L(st$$(l>lY(>?96ARq+sfTm-Kt@ZKYc@Dteu43=sV9k#|n2
zQ!3woPRnjf>eCg%!C%BP!D)|n8F>i+%AoA}_@kKE#_f2-+S+>;7m!piym##`6*&_)
z)CRO}taBf3-EHX>Eq{#I9Y4fo*Ll6ASp(L_%<9Jtlhuy}{>%xaA>Iy#yR`DsUjo2j
zITPap;}LJ#aHL-A!1$-k3VLGulLLze>)2n-z$;J`Rl*#GVi+~HDawy0f!e=~)i<E5
zGe0*ozc{n3m;wq}q)LUcGCJIefA+M#l2!<Aa_NqVLpRv23%3|&4`WJ<O@JS!<o$b)
zI`cVb&xP1NCWkFZq2XLuRr$4t7ylGdQZr?8!tVpGYCcJI)j3QY3zsHidr?(`dIO;R
zWJDV@UG=?KU9bJOJ}bl+`HhF>RGHD|+bsX(>w!&DJ|pAk7U*K6VS;cfYyl}7cSFd&
z`38Y<Sm#z+Ftgo@c1csRI|WfgW(V=8n!}W2t=)s#KrErEMLf$TKt4(PkLTsnn@+JJ
z_r@^(7fbdOX*QGalrP56{f7pCgbfL@jg0!=TJFE;2CD}3)uQ&+qW0B>9d<yOA<QEv
zRQw$&aM;jh&7!UkV!(s3L!cU~spp^_5s}*aT)_hAS1RzRLfPkCUo)D-OJ9#p=^2(t
z5y%kL4SU3SWrdzLROq&agf>u4MfRM1#=gGaxbPL!IzqtKFi(|yH-slGfIIJzvAucB
zd$<g7UfuHIhPkMIv&qMh2Ehx9RCzRsAq^t*@Q$C)ybX|1DlN|ZJuqv8z@z`lF49=y
z0OcM{%0k9i1rOd0Ez3z{XvUK9nGGkQoUMpW2T<R!qj6{M@(b$nJ&;B;#=>bk7Sf%q
z5vwSy{Jt7JG#&b1bVG%91*2qn%Am-H)usqtEy&%S3w2pL<B%))M8P{7%)rn%I~!Z}
z{`qzd8`Xa`SV92Yz(W<jDikzC3o3meN?gi&(z#Trnrk_FIukjim9ZA(;<3tGf+cJQ
zx`P%6Rr%+)#=W>42WuuVS3-wjyh~skQonAXiX`IM@ET5|tQ}wjYH%H{N&7h5f8f4%
z^H+RPbz9J89I6Q<VC#O<j^xh1SvKbi-!Z&>a+)mc*Zaop?I1@S!6n+`9=&bZVrQ|`
z({E{<U%)GgK1bJ<!^=)$Su>;msp1Fr07Y4#ba~4txQn&AN%efW)=}5~H*2D|`q$6T
z|5CNqUY|w#3LeXK)!mH=Lsc58uD0rxezhrm;lYy$e=r=ZB&*XpcNWbAdv;O$RvJ@s
zo$1@U$&|VYwPzNtbZN!A7ZHw1ruLH`^8ak=f4O?ALi$#<-0e!4+wu=t+#X$o(E)eb
zC+0L=Mf*h0I3!%OAZ$FtE(ra1rjih6axDGl{I%HYlKFS7-j-sInviATQW<w%hvrC2
zHBw!-)=a+vQ0lvhnUMLLH%`7*#;>za)O_~Z9$|0%Yf7}aHG%pgirM;1%FW*zZi<nl
zdA|)R(PP<<D=fJt@b=4#!^d;^PJ-zlGeUfK_J?n+WQbc3mUlb1!?5NSfj%L}`4>cS
zO?A7yC8D_SDf8ol<s~aOF>>J9P}x0BFq7{5X5UBP%oO*Y4`9M>n5Ggup6s*7x1=f`
zd%DgxyjCp;^Y^F(e%YoiXMc(%1ozb=MVBqLV+{l$_T=>J1wy}Cl{=dqNrm}|I6K}K
zx`b>_qu!Gut;jBfp~hR-817R_pADbudzGL6G$J*SR#p<Eq0Xp`vARvlDrZzLTT;n8
z#5R3Sj?j8}^1}R7QRl?Hw~nFKRHtPUKS^-j4ayy=4ar}P_3~%!$3M3FUp6bt9!{?f
z0)kHSy9<HRLH|1YX7|?K^yjr;_A$V0pAO|20!{Zh(+KTU<@0MX$~>E)GLvU))fyi`
zbW&A*#=AM6XZHKbrb$Ls5^l<P*Dz!b_BFuobER9#Co4(4I-`VgsGXmuExNZ(TJ*T$
z9{oZYD7O^5RcDd@OpQ#zCwg!_py!}+vB;G2wRfGo2Q9$lgYwBp)NWw}pe1dg=-%Y*
zv37ad={sIO%#EoQgpPF)Qlf)6qUxPsb@nv%xv=^?>iSRA0lBgM4pAqL(Wg$)Fvl2}
zLlm`RRI8jkzcLiB0eqL`3AqVqJc3!(vX$palY}0RHuuBhNPb{Z;{Z%hV6;q6NlAJ3
z>{(+YvHJ0!#mwXI!jN&HgqgTAz(A9NQ2A4_xqXZMiSRTU`jG2z?Pf1_G1uO@gA2+A
zZ6s%JKa9FnHAP;YYmn{2=#>5`J^Q<Mtz@&b*<6(P@59*RcMeN_q_T|<r34AL`U!GM
z^I?5k&5vx#a~n$D*xs-j;c%oXoNTO=sDJI~<A~c|GB{{S?V){|lBMKK&h7^!S7OZX
z!O88i*I1BeF^~a+W$^a(AfD9Eu!=G|Nx|y9^B2m;{tX2d8E#~ExtXg36h$W<Jn<?y
z6~5mUxNz@pGS+&p{eoNYPx=<R1%hMjPRYxKKa?2x7ozg|B6WI20e#K^Ki5zCE}TlH
z!ai0rsjMSCW-cv9__f)(_ZS&>d8!{SRW<f1M2l)&x+l_GHg?bAapAYgQTI*%-h(@v
z*ShLU^$(^}Hyc!O#L0K0BBv9{j5RCE)du<BA-?r?PqKZSb3I%^{oPDY_^(RUf2i}7
z&Mrp1JqvsE{KH=&=Z(I#&szlZbDKvNzx4m`py52X`;?Pw*<<TZq$eb`LF-p-4aYE0
z^Be)+z?q7pRu$av2$uiMS(zttq&db&sqr@0a^CnG0}}QGH3o!9O#&rb$9V$fua4_*
zG2lo_;EY*79j1Z}Z5T=(EFL<Iw5ZP_-+%sEFLH;J`6<+&n`~XY;*h=KA~-=t{s-cm
zRGvJfAixZ%JDB$o^3)4l1Xx2cxqrsO{kuorAIM8n-*JHn+sf2;|Np1ewp`$rjI4m3
z%nw~b*6*(0)8svt(@w8#orYSO_&kk&C+oF!a6jlk<m)A~*Y;W#2m3Qm<m$Gn1GZLC
zbSf90t5iU;`(PsIF@0-m>L@=A_zq%@^6_gm?m=%dUm7pcfD+VZ-N+@Y&7#VQbDv0*
zufa0i7#I=3zF3iH$WW!>x{oj=VSxqqV@udi`c-hpk$TGtxXus}v^6z99na*ePth*~
zVhzXxoa?_YEc{{J9Oho5hGvWQeG?t|COeWt#WFv^JU_}a&$ye#-x1r1pbTNAq%u@%
zuV}T~$y#`t#d>4zPNCr}m~XLpGOVqbc!%6q_V!G9D**KAlbd`s|L$+W-)}pwv3Fc?
zx?UwfQ=@rY6Gf;B2=w_AxPPIRsZim?55?QteyNjAn6H00&f4=kFatZ!x%XvMEXO}#
zg1cWi1gnxniBxg$dA>X~r*FV!j>)K7pWQx-%<P-HJ=)Pr(m&ch!EA_<EVtH4<S-nT
z*+xtD@}nPS@SA8Idf*b<M|cS=jyuO(!RQV@xN++r3V+x3V+5#x`_RI5NrP)Y#q>XW
z<V!3%Hlds=1)%nMC}PoO+bAxgRNO{5C+%>kM;vWbK05vs9&UP%u5|$!b$#FyL;DjC
zT~1BNkqlZ0rBfS($FfXN<$jm~oY41heii}bW80V#0dZRzQ1Gs^52cIXMb<OU>!AJV
z)NAgVzx7p1cp!irwVgC^<%08mHmML^%D(>~>Nhi}f_H~=^;(ZfYhDcpnL9KR#9&?o
z8~TJ2kdT|am0AgaHPGE6&cKk59?~@CE&gwc1L#4(QGO<5r<u(9up?=q6QF=0Sx^!$
z%?=f39-Pm}n39EZZVu2BIxs>}w07#!ySxGy!{KZxVAoC|M{28_MUAn-&*2eQF0e=8
z10lRo&^BszC=D8F#~XE|fR&8GTLxu)^HmRWm2RMo8mFcMiNlOL)U9f8yR82BC{<Yj
zX{0)}8ZW4aSIN?^UBwDV;lH16L!sD6rY2m^(5XUiuEQ_QA=q!QMPZDQ*TI)YUBtp|
z9!4c7qXjCgbj;stJ_9?Q^BS7Lh#yZ3cf_eAB65IG7%a$lQWyvSdAW@b^(I(AY?nD3
z&Qi@EvEdMxjmu=_JdWek)7)U=^i~7EtDlGwjO!@5d<LTf|A*!RU@Htd)_SM?I;8an
zED(SB6lQtcUjOCF#+P5``oVI6-BKGp_V{tj-Y|7pJSn{7Ll{--C(|3jA}1W2!9NZh
zJjpbN<<nZD<nGhIr?EaxQvR2*q~xPLy%P5o)7tB|1M4p8jXoii<_JOb=bnUCvedP`
zEPF+uglLH4&xB*VxZD8C9zv%0aDFk8mmxCkI>*SJgmk*rJ9Av=9i(2{G^)n#lWeji
zkt(2xSNR?M=A9dB5_$|8WU3@g@Zn&75JsDr$ydfeXpNeM={p^v-N*$A<y8d2{6=4W
zW!v)S#FzEETV2nZQhG?s&ko-cV-l<8tKyQ}kKp>fSSJm)3!6wzI{-tBM?4hPJ?|o6
zwc(~BEe$2j_441sDfn(QuwEty?(WxI*0VBG4RrMN2=KSf&MA8vZ)I%HzIgdlzINw#
zShV&DO-!IatgiN0N%3@ivhLjn1uibrM=tL^7oHOmUK15^okJaB``ay(r-OvUTYkaN
zbW%QQkZv^|2w_gP1rdQiixd%aXmReMJlBE<1}K&gY(U19Vr!u-U^0Gd|Eeur<z|ov
z8RYeR@CX@LmA%6(M?D&=>AD7b7zPqMTj{M4C(m@TYO6gqpyypEqJ=JwibgC{N)-$)
zRC>6cp8KFm<NC~fCR(VTwGgOrC<rsSe=R(mM0qX}QcqnU>|sFr?>vRLwMAs!XU<IO
zhpwjEDDw)kTC15BuwEjG*bBfa+(JXEb+Hk>4Z}w^2ohjd^-JEKf)<YbHb!s$7yH?_
z5A1$YVz@dUa0!@l3El^bM39#d6#|K~uqDJ;UY%UtakXQ#?{eoM$0w!~hnIKRf61AY
z`bO-+^z&)(h|mFJ+CLvHx#yJ0Nc|I(++6Ihf|k+(v^u&41N}ncjoL%x2+!F)nlniJ
zaTlvuPRGXr@0e>$U23ZxP0U?bD$M^ZvkIj#Yw8A`)`d$yT%u`<sC8d*2-+OCkCAv0
zbifFT4lU?!Hh=3^A-AILGgkL3e)!X)%Yzt!Y@E<dMXU7Cy7OI-%4X=X!P`@ID3h~i
zQ}M5pY!TMJc83In$(ogM>oT<fYx_QC_W8XcIRb10S36_E2nEJZonwtlNf@G#5Kic%
zsRAFnobB@XlQP-BC)Oyo$+;;Q5E*#FYY{=L-uyYR52&zf6h5^RcbN!tfwzPiFSe_U
zQ-^CIb@#v|oPhZK;F()X0n`{<l{_6|{S#u0O`6_ZR7XSSkP%9QI@p_Teks#id^WTl
zfH@P5CWLRJPX3|xM=`nVNNXMg)mZ|ygw?(rHV&5wjYz>H{P%9JUWa&;eVOM8robD1
z)d+J=n%WR*8Z->%#%t*RcrjD?;hTed(6{`J`%XKE$I&>KUuP*ml{87F5l3Rt5^n`9
zL~hiYCb>5u*`Ui8``)s3WJts*C8I!y&EIlEdLJQOq%e!(<CJY%F^as*dZukVfT=qD
zb2Y$hwEq2F#q-INYdN^`p&vCPF(g<mHNByI$vs;qQ)f5h<%dRF&;>TfrSjKvww7zo
zW=l^@79QPMe{8j~Zm_a$y1s6@^!VPE&7BQrvsu^l73=qpozfoJB|UkZ>ij6dwKU^l
zUM#7V3!(*n&P+D-YZGj=n)UB2^Xk;9sg1E*oD=Vo74F}yn;Z*LtRl$!5gHDl0ZdVW
z?Q~uKARH(rpe>gFz1X1>)qh*jB*8OJ{sl6w_?AiCJ!kr+DEf8rPq;^Agwii3Wh!6)
z0(nx`I=;#RGvdRlNaski^$RimK-t?Z;AG|>@ta-m(aW+KOvT~s$e?!qD;0&H`L((?
z&6e^9#QC+qlIfuyYkkk3=aXyw|GlEWOqR#Zzw-J{3OHQF^cSCb1RlJ4qiuQ7D$v7q
zr*pDxTl7o++k6}-k{`h+hZf>$$1H+MI1eTNl_9RooPSd1SFkW=-#=W}y7D}yS@Ko0
zDVULW+DEoUufTaNi$T!d)usj7Mcgi;PxyP6BfX3wJeBP54hjE^b|>2|(@wP$Vzt0*
z73#fqT=B{3l_V*Uh?lg!K%m@ox25cB-(!u%DTNc}j(3i&Uj00)l+z%#FAnpw>Zf#}
zBzXe8{Wk{NR@;wX$9lCR9AiV%&k+LZ$t3T;D(dL1hyZJ<-MJb2qq84d8R6J?zv&B`
zwX!3=L7B&nR{Z0yP)bGQnY%kRDV5uq#W@mWXP;lmbTQa8@i4dPs4vm9E6-UZlR)Re
ztvVy7T}nZJDX7CI{%|4vZw4uzrB{|*Z|pvLiN!L5w}P!JCwle-brV>^4oF#7r3>V`
z%Ea1=&?EepyRXU)T;)&LL9Fr4oXcu5vmu$yg@>VJ+H~49WZE=%*XA;>Xe6pf%tOxj
zgBv52r-CgmPIJ3{d@ROY{Bu+MXYo&6vG@TD*TXpyDBsgM_l_#)aN`&XnvY&}{8)}I
z7aCEuhKGV~vR>3|D7aa#gM1j*#6|lvD)Mjt6s$Gl?;tXopptePO)Oy|eI<pn&rWHi
z*I>r~ombhTaE|1~c^zYEPlCw!_hEC~R-661h$?u*hFPY&wWC<|EaL`B`Wv!Ll^0L*
zdxwnLM?7GO#;tvnReGF{ss3=>XXE&Gq0e%~?9p!p1w;gj`0^pFn2V<DT`c$4=ZahB
zgN82e7`y*_SJ3D6v~FdXUSg5MN=UfD)WoN-;?VQK*-~j<?^(&c>q@1%-WKoH>XiTb
z1$fL3?ap>4^P-VX;aIVw4Ed=qa)0ZThpVLqm1QTT6ik)I9$cL=Q5`TGnl>7kOtr9j
zbJvi^%7E+LYwo0kf80FV^PG>?IiRH0mNt{#ZcCHz_is?0MKUy#)#eUPP$Vch^Xqm$
z=(rt%Vst8Y!#$%nPf;^W7z6s&J%oFgbuT<cvibnA$_Jz%>piL$)odG9SaM_)iF8I|
zPXu?obNoU$3L-WFK_0|(n+@*JU!s2CK&_Pg_ypxW65@Te00)<eIHR97xbw|jHsl{F
zTb$9ZB!0g51*_|AmQCF^0VLkxPQ^c?ioY3&krqu2D(hfH7NKiR@M7h%{2CATZw#2!
zmWR(7HsYAJp3!c;jHH7z=vjjqp<=<FXq(6qS8|H76>L?&{-L^aO0lbktYsBN4`mWT
zl57@Fb@9Jj=NbJIqWUb#vk(`T-W{h5E|}Em+sG?O6a_0+NJY~(X;l@&8I{+T)6D79
zb37Jv6ug;CZAG#p4g4edtdTzv(>A1UbCe;k!y^Y<`8{~;Xl)EgQm-$9$Mko}c_*2L
ze3>_0vPRcshhk+bX@<OlhMrFj_k1vNc1}EhbK%2o_Jg7J2P_c}_|N`CeEXx)80b26
zdSDS_^0CW4E$<U|-qED~W+e!a>?2Tr`oeHwJD^9MBlU9i@bhhh*%oCKiWWMel<8Ie
z&d~*xN{aP6LZByB+3`oDxo<dsl`+EmQ_es8n3mwKJP53I#o`2&>R0PP4XwJK(D)QL
z%M5@1mH@k}27iW@`>n=shm2jM`in83ZZ(Cc{>XfNg$mN@fNf)IV}{f5o?OyJoAX1>
zzK4Y~gx0=<=kU<#UXxrOr;6lDP=WK=#OtbGghK%s<GNV5)I%VY^nWsApzUy^R-=u=
zs>Ovzv?#*gpO+RuUZLO>(fTSEyM&x%&(`hH`g#NYY*rLr5Q!WWVb+4Qih%CA_=rr7
z2*2lmrK9pn;GU+6b`(oo<U2kjgcpC8JyA~`4*pAbDC8MhD14SpvoTdh1Fe~Cn+kNA
z2rXnE2MsUsH6Pt;fYq^$k`he&QT^YS#znL|2m_CtxCjb3Z?9;?Y(2VqvJ(s=R#0$r
zr$5)(Vg!#Hu++}_#-yH!KE!TB`TjQz#EGw?<D*ppBhrmGOoIy^lC2LxLTICq8elVw
z9g#xu##-ly5wjAJUy(}e(S9uS6&jWgW786H`(P}YXn0hDwV$*=Zq%j2r`QhOpt`tc
z+YVo}jW4P{goY#eY%`w6sbkfwqqH#W9F){MPs>*?^9f{UXIN`?m#kj4%|?|y@BTio
zTM#|V1}%vkcRzjIk#|O4tDW$IV3RKoA~t7;Do8}5&bGPVt@~(qyzRn1jkj<Dt6*bq
zW?9IX!@8_^he#u6Vz{D?C$_uDVFvQ6@TaI+=?HNIzEDCJnilpg_B7`$kL#ZDzTYL*
z{WU%F)AbbCzE5>S^fg{w2PTI=B7DS9MdYV|yK4fr<!J+BKIM)vkL3-gHjLHxpb%?>
zeHCPfN@W2Gb7PCq4Q^>-pO3wb>N^R7_S5nyKfO@PD~`NC9(`lMp#BPqfu;ghEc4>^
zdGa9%#x;%pFvQm<Ud1W<72!>W^q{J@a4lXArlPz|j4W-LC8?7p@;|CIbXfq<9#_BK
z(sXvy^Vxma)fWdZHpCuNV4$Zo*JH2eb#$$K%D>04eC=+E+`YF|BS}@poLBEHT}yIE
zUJ+cp94i=I7aM5mKe1Z-;B!Oj=aWC{-%lslyN+u(F1@O`D}kuWfRf9l&X#uPuWA1#
zd2SGDzUzm2?Js_67rlIWg%j4r^wrnz-ZeS4yGfr`mb*UXMrnN~z+!_=sOxJ_6(~Z>
zV|QVktgK2ZDz|RmW;HRP($Z21$0dv=z7Chu6APvwmj{*YmZ~ISg|=skG?h@9hoH%M
z1<O5v!GnWn;bX?O(bQM%bI<s#RU-+oi_NqD6~+Rj2Ka`piCZ~UeyD!T2JAQ!)U-WA
z$sJ+vfM&ib+H+pWW|l$>`UMA^THUL?*m8J8F)jipZ|x7-*eRlS=w;2!_7UC?z_4Fj
z)S(8Ggew|Zjte*BH8km%gc&f#aR4U&A{`V{P72qxE<feO3YN>OGu6oI%%-m4kOWxp
zJt!t&H}>s52Gqb&wIBlLV(O(rnZL|{3Bx)`9V{N>txN$V_`<NV5y`;b$q-aA^l+Dm
zetZn#J|4$y(-ptkD`tBC3mns)0R(^CwUgKa3Rj;v`mGm;@cnX9*7FT3@9VJABZN6w
zqnqLnsQHAja@oWVwOt-+zwALxCHs+G`VG7ETkg69&Tq!Z8lyCS20<zCAV9)vRZL#{
zW{Vw|dJH+M5pSwGUd2!n+daZ@-R6JEVWe;xeEX-#spq2;D@B#RQt~q-ZmZCm;EQqc
z_fmXm(=<To8faT4<9#f6G|&`U#!e9tVGp`ZB#hP2p<zm20JW+T2LzOooca9H&+F5m
zGV8doX#RW>u<#6+Ll-!4E@HFCvClsA(a~t2<@dtAaC(!o-%d1BoDV<c%q3FpXlQrd
z<{Cs3=JJ<W&KrO?vjsKn{C$F+31jXi3~XRuzAkbY1HS~6Lk;-{U908aLeoc;BsDNA
z%KzWFcKorF?jLH4Ds;7wbnXNd2wM1d5Qr0NNMx}!IvmVsUpQ4Rf=CkfKG44tjLEui
zD1*&Z>_6Jo95jjs!1@($x%no~tV(DR2kv<kp^Ru@7@xOi<A%hev5025<<JK(QLX{V
z>q7^vf1FFgz!730q$dy_nd_zX)QOH&kG&(K?-f6Z*O&23WB>I=L1$lFT~$J1ZrE$C
zZOeJoc@^;@3*8=WhFh)&*2fSdikh)NExD6RzBEfOyG$gON1vp8<+=McUCt-H+Q+im
zXU6wH_3%aL%iEN{#MMg0Tc3#YZvEulVhoqK8mgCUdH88dE?Ocb;N`NyVct8rmIQ`7
zVho9W`>eX&t(cB;k2Ge{t)`cMXkMGpyf&J|0zbQ05LSLw+@rj}y`t2o#%<rz^&mQt
z&d;=!0wR6>DLc~Z=^R+OpYywNc}~-EsIYBBwsUQzM@G_k*}U|}X?7D{q%e$7{q0{v
z>16Z4*cVo=kJmDDC`9NTVcQb%(-!X={p=5CCg-Pfw6{<Xj*mP3wZCzBrN<rOxjg>m
z%XgfD-~910Yx76U@gMM4M&w1D$Km*MS#7H{GioA!e&jXh<rL7>9l9^|FzWBiK4q)-
zCrfzw4XaFCDvvF(T?lw9htB9XaI3}S!W<4!Ff#9tkVfwLeQTZ@GuWH1IE1~K)^|L`
zsVMLM85)1iUmLMwOD%Ie-_6FFj`OcjB-{E>MnG-Z;T;f`IDW7G6sIis{Mu089eLCA
z5MTQ(PC|}JL6~W9D4QqYw;g>m&xcqW`tC0|T!9Relys;t73-I3%b_ZYr@jC7za$qr
zX$xjZ$dcxE<_tk=__8+7PXs3ILZG}7Aq*Lpk$<wKe=zeQxAhlHLTYno&;O`DwtnlC
z@6?4S4YK2&MP)mI`e$ED-=ii)o881uOA84fP9W-N8OfA9OQ9PIR%yXa@@wihWOVW7
z60yI)#H`EwGx;+E!`Mi!g^<3ARf=czl_lL9yTafm&J6w7?*A0m9sln(qswiepI#(J
zDy^f;hauBL5z0f6-(=K-Wz^4P+aWS-5LtCzEILBAO?`+LG^1s;K5Y%JpbVXxu?*iT
zo%zM|<WR0W*v8Gl(Z$Bu!P)hRJ@zc}m)b$(vzyOg1vtVY>ksaMWAsxO&NdcxK6i@U
za2iKRfFk-X*&*PYjZ2tPi&#SZIfW5J7&Io2@iylPb4O>03%JX;1C2+m+y4mF4=^H^
z*^%3mWGs)FYx!TdBR()J48Q%LDmFQ9!$#&EbwM>BA-3TcEcbqrb;&J35XcEkZL_`T
zb^9&LV{l1}>~DGCtBP0a?2E0I%^2?w-jZ+l{^)LxgWgz(+MvsgpGR@Nv+r%X4fpU1
z)rObNZS?~#rPJP2x$rJPm3Kuwu=Uf_{4K3dZ$(7QMt+A5j^Q2d4ZjT$w_>OX@hI4P
zUbrRtWfm1EiP~zY8o}8F%o2B7-Yta>KM%RgQEx-G4fy=nrZK=b*QT=BvADsrHpexy
zq_#n!`KxMCsmQ0sE2WueWqwg9)lO06UlWpTUE%|MGk;nVfzy@jK45x1db$})Y&n5(
zHT(Y{b%NZwP{6pL)FU-wJI^CVql2&-upsezwajy|x#jG6NaGp3Z~*tCcsZKI_Pk{n
z2uqui!zRP&|146Zs@=MIcsoa!@$yBc7K3FuFmA-%BfxG83nzxW$D(r&9}RB&(Z;u{
zT09c|b~YscUwo<q;mL(Z<Pz1o%q_>%)qdSHoVkC4vP;r+VuxPa<WhcQkHkNbQhb8>
zEyg2Bd9rmTw|x{VSC(L)P2MbOpI@8-gr=zh?=!VUr|RnM%4@egr1be&x!%c#+kB*A
zM?L|f#T555<+M~<fHZ;RD7F*{CTydETQODFX{xoU{kjrp0sK60q5XuV{qzkV&6}K<
zJ2~3Jc1#W(FBhPo>l;{a2rx%TB$JIh!G>;JqpM!mp(7ioqfN%bH5cVkm|U%S0yQDF
z@1Yp3``Npnf=h@x4=;f)3ev-7g9GdES6kY5)MMXd9!R^RXPPsRaZOwqGY_|Cgvw@g
z%F=bpku%fGs?*F()6AjMbE)ZYaym#2sZkBKYE<y%>}18Vv{PbQ2-LbhefAwc9kXz$
zP;$aM#rLnJlU`3}q=U`fRLcFqRHHi|M+`3hPP;Ij$T4=FbA)5-H_z(y+}5berfTMj
zO!2(;YS?gmQu{tn!y`N*V^Y^+fm4ZDx#g<EVZGD}%Dp|JFwEbHjIWdn19Qjb64hR3
z;6(n>fk7*IKgj=-1S3>eDKJdfXhgUB)=ceEtALM!&)=1GHYmdb?AWN{4b#_W^sSrK
zr<@Q2Fw8Op0k-6m8a!Y{+FX56k=8|m$+1*HAotNyBbXK_O-UFR{{t@fhC+B-gcS_z
z=kIES;egKZy2F6nVuA&bE{Gyu0Z!^d5^@%%oFa7rdF>MbGI#@+eM|F_7}N{>V-<cM
zSy3toiIMeROObNqdo-mHK?m9H;ATW4*V&@DSl~eIa7C(9fTu829qu8>n9H1PY5wXC
zQtDYa^Kjv%Lgrx`bX0-w=-om#>hl#6Y0(A9VF{<m2CnQR;8n9mL;Gypvp6CeI-TK$
zLeVW@5womuVnft`<w0+Ptb*I#;f$i2XlvnstA@vMn!IE+dFH^%pUp-E9FovCLWZ3}
z%$-6uojP(!*m64CUOsq0DSd=Ge3BYyDbb+QEa4ATd0eX_cT|`&TtB`F_OzkAs-c{X
zyOV-`PNb?|>tV(hVCdseHvmX#$U2(v0stKG>*($)T}~9d4}rK5&6OAyjfT#%if8Fx
ziB=s1?z(?y^uN?sOmw(h!6-xa6CJHp4fZ)itGW>VwlT|0p-`2^9Mz3ugutR|LIQhY
z0<Ri9Z#**MKKzjltuS*OA!b7Z&P!>-2Gw(no3o6OTK2LrgbTrAG~(hy1aI;Qp1ez4
z%}2_lg>$IK(+Wo;ZJtah!owqw-whey2!*)dMpEZ15Q+bGW?-I5vq**UhS(_)DUNQb
z%PqiaV-FCG5!9g*ZKAL0<Y;P@dtwx*_J(SrFMn8IA4m9Sb)Iej!NbY3_9$}29g3r`
zJ5NuxxR8!-+R}QdILodtx2V!Qq6{DD=sG#`b3ml!W#*Hr?GaNS`_|OD6yOr}UT(LT
zEO!gYXQ*$-PGLtQEL-P<HYimjV=qUKU7+%OAJ>VvklxU-hrr)mbe#iF1e#lopKxKF
zbhN-u#X&l-nGHh)uAH3i+>TSSC4%@jZh=I-gHVQ4P={h6txT3Jl$->|Oc2B(haVvD
zSEq%W7KRa+i5iy-BIR+U2#nEtzobvhV&mhPatMD!`+Sb=FzcH=8JU}VUZ0=si9W9s
zrIWeonMf}?@0r;4hCd{m$W3MbbE>#%<3-ZN7s+Yy$y65^5+NUNzR{@fk#%hNH+H>2
zU;mZ4A_Hj-|Jz0MZ!z~-;O6)!zjpsm32vn;Du0!(42=w$S>Ahl&nPi5nf+rb+ePNJ
zP1MG}HK*-G2fG!UM@!C*%MY!sOG+M>h7Raxo$EpEFE05kEp?Nq7f?(xBpbvIh_i#X
zE+!Bhm<4Lm83N5`plv|TgperZRE~O)WOP0+|M%P0?ojoB3^pNvaA3m}=-ep034S}?
zst>!-;R9h8!&qn;E`remPiG_*O4-YKzj8=%Hw<OZkh}z5yfi(YI_O1*ePB|g0mARh
z`Eqc4Nw=-(PlgKjp1>4tncb%ZiTjc;19t->KxqXe4LsF|d;;=#HqhW*C&HPhs)%w~
zL?`$PA~4c2>^gja8Sjk0E0sb?qFjm;W5pwCb6Vpcg3XmulFq;~48&tpSnk6@s+i_U
z(Q;c>(A5@FG{=^eJHYm0+6*LnOfg;Y;<$2vKDeS=tximEew_H^aiWdgdk4GskL`dx
zFU8Ht@}ZNVtDD(BYm?=Nj0>E}64eGIgLO(mYvHe9+V7GBnA&h$*!v#6G0c945g9qf
z$~nc&Idbm8_&L@AX6^xI_5tQ|SUA*;%qNkH;UQ|Q8W^p*%P30=xU!vTjQcD8$4YI>
zlWA|o^hMyhU)=9|)k@0%LcS16aU}br0it`hSacFb0A%<}7CT!vokNv(5I?{pJCAR{
z++-}E66aAN2&)3xg+v_6*;Aqgd)<NNr4@i)15w2?f#M9|9)fo@`==!oQ1C08G`D`z
z=yra0?$AXnqPy<?n~<-9^t&dv<s{9lOzbEy!62&b^LWeZpG{mA{&aaBb>9XOiHy@T
zKqkkb6z4iCaV-Qb7g}!MEu?@+#d>_pAzla3gPUj(H@|x`YvIN=^*dVU16QVJJ_m)2
z9{muaNx@)iG=iwbtjyiS&k8>+-uIIJPjYc5--ge_#ydf~T`9;_jjy8MZop`s!=$`t
z;Mu@v#84M4TsLaz`P>9q9__*TUFNeq86S3lKxF-gdy5%S1=XhW;N~k8F#bT_=qQuZ
z=$6r5X8y8MCL3P0K}1b$DwYpkS?f`hPrU2a`IFT1hss1?wC1Gf$^KpQb&)gepur>Y
z<0z~>?#`QIldJKGxgmz>fpucXMmJbCsLjQ0#JGH4dG@9NC$Dy<VYx9lH9k6(nw+-!
zX`|qHzkF>mbI>%SNvh_M0=9}P@VHt6KCO|q7tU-SPzePKc}bPJ%ar(DE!!)9vR~nH
z=;g}j?o99fh%utJn!4d@bZt#+pm$7=kJgE|Ryf=4X59WG#ywXC&!Qc#QhcQ(C1lR^
z-MV$U1B}e_0!&U|X8N$&b#ATWyz}?-&aL7?aZvtEO}mfwb|2YTr?1>`4Y!6z<v4tL
z&RA@Xgv?Eyn;pBbD9yF(C8S6pf?j^Zmoj8~_cc}^y<0yI1nkVlwDKU?gren2w@H!a
z%>t5(-}F()3k*ZG`GrTZba4+1D5X{0ot`ZIY9oC7w5FuJyj?6dV`0%)Q|(P&-Hlw(
z=1DgV2=+W!EBxw||2vfT_+Wo>Z@8#mzl2Dm5U_akrnfo6^yF-O-c6e`^g$#yoe`;A
z{<yb|@TIOI{|mo<o<GSZ^&~dsPc3fH9cW-q;^t?~V-{W|H8j8n+1jPVUxIn%r<}eO
zB8MRm@!i|C5z=aVr>}3EH%5xe;);KfDin{tPZCis^a-3UvAoS?pk+%@zaG6Dsvy$~
z+NX(SI%uG~h!g1)=!!TDHl$7&>bd>HKf`KSK^3OIhtCOT1S(xzU)h2OSLwg{W3J*m
zeU1SCt8i=|Bj!DKpu8->-Ep?n8-s)=&Sc~V;?kq`2b5Dc0;C4_tQ${Tvr03xm9`Nz
z{DAgZPq~Mh{)+Lvd-kn_SoZT0u27QjS@7t2kJxxyt#OKPg_ucs+nr=eK6<Jv&lhj{
zEH8bIf1bR?DKhjcIX_+emcku6apaHuXFoV-`fRKdGxwJTh^vvL*!hvK^CJ$E<b(^?
z5}8NeKuEmha+5V;Q(w>>DoO)aWm_((v|PQ~B7Sv%U%XpZd|XMT1N5E->R`_cN~v5C
zQn?~8entN36#)eSc$Z}MS%}6rWunDL4`SOG%X`4y&@JwZw<fmr8O)+al9Qg|#_7+1
zX;gFWnkjPyBC5k?Q(Xs2hiXx7sl2d*$Y#m5T}8PA{%d3|7qm;#{|wRL>PGmO78HLt
zgTdq2aqA1@+oW)^)H5euE^<r2E+e9F<}~)Pao8*y<@TH7_c3!8mYe!`gnCqthA`^X
z^usJHbMsHy+3a-l+{%v>$)?s(GP#2U3$#F_PZF1pS*55@a*Z<;2YuRLl$z+@@=bf=
znXWXeST<Wx@Xt%L7k3*&s5K+p_)u`?S4F-G>o1zzG(>+b@@<IpRkEkvU~=1#sKe4d
z=c49^h0T+r`zBVsqgmBOIh$55BXMD**sWV$Dx51p5@P%5RvStU<1oV9h<g9dMCs_-
z;nLHw=!(3$tdqi-e-*!Wv#N(kDcM_HQz`G`>!0QB&ZiO^%l8?`1c83M>E&j3ml}#Y
zL6RZ2IB(kpnOIx^u59~OjL@T7!Vj5=_{%4;j~A)<`Ao^>R<kIu;}*9nC#YQy$|$Z*
zN@JP@XP8hZ`adIpU^9_&iE5F;-fNWVJ#4L}4<N(YT&?DbpOVlQ4kZm#b>852B0<Rs
zXmHX!rm9x$xhNIY-NR)_q#&v3br~~tfkzRT5C~wasB;{d82LFd=Y1vUUVH+kruEGH
z>iTQ_7$^&wf*om-3*j3w$Mg)LyLzO?CWU5bMA3=mkT$W=LFJ!6_}V8};LtmibB@|X
zs&_5;7+QvZC@4G9M{VYScYr+m=i>6;^OPjs0@?FKs=}~LC?9VlhMB0b=zeoVNY5Ii
z{*}}gsroT+c!&LU254b>Ad!Lt=rUZ8)?b!DTxuqU6Jj?&>Zbd}hyLdo{TdKTNj;}X
zTwFx#p<SVr?>U(?t}CfX3UMTr2kERL^sJ)kOj<ReiR*9E!@n~Rn`eZ`GX)gyn+jT*
z3NlHnv#sL^bA*A44*bqy+|#7)A0t8r=Vae`$ePg(o6){`_ajzj*qUf7#Gj8*DHAQp
zz4|p<wXRyGqC%+p(&f)rFBOZ+m8<mCsI(LfkACSN3NiTYp!tpv8v?3do+$l9HP0Rc
z<d;w^mI!=1<9$HRzfZYy{R~l7TTPn5G#(-LgJus3Xo4Sr6+@NTl<Gb^p++opd^UKt
zfqSX_IuR=#6?Ih`E%YLcY}UTsEFd4sYjd@McNJ9}aLVZ(PYB;ZB;K7xJ<JmjyODq$
z(7kD@r(^o^mMKqS`9(Y1R^d2CB*dU24qC<pRJeJ*f|po&HL3<KfjE>Ync_c!J4t*U
zB@YjW<#IyYF4f#_2GA4AixIcWa%nH*@k6|!&)^*hL0$MW3P7GvXBckHv*;_Z=tB+(
zI<|aD2908z()%Ae9*wENOPL^u4iLU!i}HO@;Cpb$dqq9}X3~vM1x#AZpoAHz9_M@q
zLaBuWg~>&cnV*oZl2MMYh3qYqfU$n$ixyg!6Dnpq;Qj)+#^-DRhB?j8a8N+5z+l>8
zaD$~&AW<N$u!RrEIhkmw3cj02V`TO?wOZswbuL=Xq;eyH4{)1HDOjNxS`DG7gq39}
zYc~E=C>(kZ#vJB@^lVgwPj#Y)xnRN3(qd88OpVdhd=NDBMQnLe1G0;8Ogie&1KDN<
zBt14;3;w9D15aF9CAuWMco{Zq2OcpvgNA9<9Nuq8`4?HD`-LwDE>AXMg`t|Pno$Ga
z{~MJO3ur?M=$J_cS`YJgVM=V61OYk-I!a(f4QtQamMGH(=Pih)pjP9P5O1Tl=ukBT
z5h`Z*yFMhxUvV)S8#MG#Jt6K{2otlN`eoSyAWz*@GhnJvQ^Wt3#+yQxs5tLxO3jA9
zK}=Ep#guCy*A-E69&xvq09>w-Dtw#{2z5I*A>sLcV6p$3h~{cUzje6Q1Y4#RE5^0t
zXWK!Y`lCALY-(2zdG-A{b7~|5t}eeCUvG;z>epu8_U*$(kt$(?i&5kAVG{r5z48d#
zn`b*2JLkfjKDyE=h=1t}P#`HN1~wjVT-^4VSrTJy7LEwOY#g`04dL`~dZsC$)ruK_
z--@FMN6+b1%|C}~6*p%Dux4u80tcu0#@{s*g%m~T>?zDO2%Ys45%I@oH#}6$jEoi#
zA%;r<S8?z^)g&T*?-k}xvs-gzL}hhMb>Zv6Z!f;(7ilM0S$mrr+v=(Z8r{^pe?QbQ
zQ0?x0z5Bt}ZS9S`4Rqt23SQ-ueW`n%T>7!%^QY3ZcX?GW(!~g|)=mri?nm#7S6l0e
zORZyX-cYSLewSzmo`Bd<eyfsVOO?vNfSvBO!sFz*r|*7|T2IER6aT&6Xlv`(kB=Mo
zCnrexx#6_$>5D$N=5>pcRaRSr{{c5QJtLzKPRiIQm!Nj<<qGO>Tbo?Yc>>^Z8#E9~
zLU;;h;1@WR{n?S@5VeRG$XS%HXxn<bB~2r1;hFOgjEN`gj9!7!EC8N?HK5MoyHpbY
znh$i`G15sr1(qKO8#Klpe#nKVI)S~QGI}pF<bB+Rz41#&t5wH@(#>SCf*K-<w%=c}
z-*3fq_nenfgM?qkmY*4oY2F=60+bsCdNXjZ#dh0LM~UlN3t9h1OVHVid`{Pi=#g;l
zL8HtOpYc0X$|@ZfekD9CI>lC@A>`Q#@Wkm+91se}A&s#HWQq++CrJRn<OUGjsuoPa
zsf!DA^`R$;w-0-5%0RNs05hb6nbgFLF{DT`u);%iAVllOX*7gZnsoms?;TuH>|9b@
zVhLF-Guhp(m7p}&^RkO#X!uVA8m0UZKnef+4>|j{#ODhx&JGV^soovXD(%x6?c*A4
zTSdMb^qN;TtiV}0kD>up_C}P<a_Jm$ubF76A<`euseWLWe#Oc)*h^g@s<oqii{;f@
z!K`4R+p2dHy{m+ndr&VIJJrLmNOFRIqx`Y4naB!C!r18!*}YJLbDSzq5Vivhh{lfU
z$L;TiM()@X=l#`)(xw_=4pBo%^z3VIvxc(dU_HR~OZ+5F{t(mX1`j8k-zuh_qxcaX
z+)h7rL#yK&INg7n;%oA<n`@GY12j;`XIijD58V(tt@yT&dVC2}#kNP(n0p2O<&$Kw
z4TTtnvJRPeJYV#^M;*l@d*pp@YO56RZ=jH6sld-qG#oUw6>5She<FUrfA%QUS)xgg
z7IfAp0Nz8G3ZT~YW5S#Popb6jt=MhkX3I3k-zVZt)Q^NCrlP7ivLdYEniJd|w6iFY
zZNGcusXH1J8q@8n@K_WS8ZjT6@p~awJLI5oM5V2!BxD?5@=w(CNBgIf6N0AM{aT~;
zO=h;r>aUuHI2FV!A6ozX+0?T>y@c^iAr0K!50S0HE`~fnSfP=^QU-~7aLt}iLrKr^
z2jaJRLH+fApZkkc!~{;5S>!e!!MEqBS$BNu4MqjF?Q6)n!E=iv8+Lcr9W9q!?{8T%
zC~+<^32LgEjs#6!Ii9ScR`iRh^@$BSydHR@b&L(<9c&7b4h@mUo9BmxM`eab&5{VS
z|HsjJ$3x-&aU6HtnRjGm-HAfB5RtPfvt&e8h{_5f>l|m49bc8LWMyTC?7dfI))^Tg
zdms1v^!wlA9(U*NKA-pd^?E&DKjn@h2tPQMz9AP)HrDPfJvLo@lD=%8;NqBU>yq~5
z7BN(EK7t)m>=Y<k8`jR@)WP`#7osgSN=2FQsIZSQ@-8guw&R-l^=VCm2oqGEKK4hW
z&CndY>E+w3clfffByF=6vw>Hb<UV9%#pR33!sX(|%h)@nzEz+1){=LcDvbkw+&`_!
z2yX(VQ+E0Lc_V|I3pZ;(uzZMaHiNVNtHd+^XG`BlXEuJn2uAvtvi>a=o3U0P5?1Eh
z>~!Md#Ba(s(!KBtSe@MdXdOFt7TK}f#h~`4b@xLsjWS#Rxu5;gkKYB>tO7yz<@TIi
z_g4G25(`v7tv%TZN{%!<=0$s^HfxYB^P{d%^5!?p{`Z-c(x#i^UT#GjbM`;RCeN*x
zBHStMR);rr7Rti5Pj{g7+lVp1g!gng&wNTtQuJfrf%QZIt{oYrB<$EY{&-oLkDz9m
zditEjoZJ1|{ABOm*ndJnWq-)~Ap^ZhWEhbc3?;El?qG3iC6Q8gm(O4+0yRXB$>8==
zhqt$_p2Nlh5xGu&DBb<{0chOgIIRnBBO>Zh(a(RP9yckB`}t?BnqUFT|HhFbaoB3R
zW@*%olcuR~;I#b4>22fh4iDydjS<~E<u)nHeH_}d&~SgWX<>z!v7=Q{Z!pSXxp%DD
zD_uxW-tu-7uvJJL&Dr1j^YV42T{}jE<;u{qfc{cDeV*0<e?)aV?7QZ1au_2CNq9ZC
z`Fd&d_55ZE6Cs0XC4plxopn8xXFij4J@XZ{Ha&wbJ#|P99(tL|_E;^a)JG!PT27&E
zdRp#&>U0XH#k-5<?3`~euBLLVa9%rQ;~=1t?Cl*6{!Z`qI06FA7R5y93QQF#sfupD
zNP(kKy?c*~2yyvmA?pPN4Fq<1B1Jfx^oypCW4#o;BfkzYMPuDFZcA=nTTQK)V8}10
z?zzu&n}uhrh$>l3ncugYo2RIw%u(#@w!$eajjvrp)i-Ite<ddFNsZk8=X3p?t>nX9
zJgGv%o!ImX(=cB+bMWJ#m4OKHi*BpmlHK&XA?`<qHwHF*-o5cuC|a+|nX7-#=G)J|
zm-Bq_ao5DPztqdb*FzCGmeGTCNlE_l6@=SC+iV{{{tL56-vdfEwkq#<4VPT1IaLx{
zg_R$9=1{o1<F(xJZg984a(St4u-_*$V^c}~SK!0ywF$4TKk93v*-K#wos+n!p1-}H
zt4CXw<{NWEO6t~^3M;3|@uRKz4QcU}(!Xle56hgink0m;V=wp{+#JL>-S7Uy*;fcu
z{Z|~PEZ+`E)Zq5JfGS(W;Y-ob0U+Ao2rwLWIQcb<wxtar<&_rlE+4%EF8R+7Llb<T
z9yfo@&dnm>Mi|Bwx7=!W5fntU=*JHG%;dcr#H<=Drj!Vje)2(pHVA&(*Jmc!ZGN@)
zzHra9pxrSzM2+_l`YWh=555`CO3zKwo1GJiKLAbMFXf!d92Y*-qIshovl5=VszRxr
z6c$wZQKjfVUVR%N25lp9C|VWMk&z;7Yh0$OihGEIu)nby8TtT+;GiUdo3onJ0?p0>
z1;JZ|hyz#n_G6mer!V17addwo8NdpTADMmgnFJ080&ce$)r9Ww8ImWkdJ1x1MN4R-
z3CTRemm>Qodg!ju1$9TKE~%bDRwDPDih{MfXd<agNaQIf=x@ZxwO~+(f+IwP1#BVS
z%HO~xT%;UJ-hxJaP8v?gu|Xr%sBxj&<e}T=q0f*QCM=Q>@|pbXGww`M#W@7_kPL%o
z=m?AD$D?jP+*UKEn~1(Bi0#&gk|Yv3K=opDTH_vZu<~_sQg2;O-79=&>qK%<clF}%
z!AkQ1@)rZ9RE#Z7iMB?CdztZa*Y;WLHE@}k)-xiJVGNYY)6a&zU17<J@yp{Dp;#O7
z3vHJl(W#-mfpyj580M|M;DB+yNV2IZ8#|YvpQ$*Dv-UMDJ)tH_Jv%I{`5olCkVjc9
zU;Bb#$u2Z5KB#$1s~^_$mD<JbD6{D@>W>b_Zav}zwVN^{kbGt@*6=54@Jyg#6oWiy
z4uE+6>fAC}KRf^<YxTKpARn}WL;7QxgV2LiXrLS2t7e}nAa+GfP=H$vAqte&VcfHi
zY-dG}U`l{Fr-E+3LGc-<CIMP`AZBn)C3hGXE*SC(<y-SejVXlgRcdkEYL?tfd_k7b
z!-z@35+RamG%_g2`|ZJ48COUhoSD&H>4R1)9;%^UBL}5cXX8b#@d6l^EFC`UIdYhi
z{4uLzt13Lu37=(&>@Nlq(tC6kL&!!5@>{`+$AuctouEin-MrU1s=6>gUikkpcp+8D
zl#lOI0MM_D<2`$ui+xsD7U#tm?>W9);*hTm!)4QezW|9GDuo!3N-;zV@%OwhOj3q3
zL;np#V75{Quni|6=x=1}?Gb)3ZVBQE!jbN_l<+WQb}J1MjRY;j6fHt<saL!c9cV7q
z&P-)^FRyGCNFE)Wma(>4m`%}&;NvSJ;+gSoyc3#mR}Q<OM{wH?RrvW0DpPtD4QP@o
zJ58YGD|8lZNS{ERDtpK!cDRa2yB3Ek3K!P=1UxI$`n_YD2&Su`1=)!gFR{b#p$h7q
zMZ>bV=7Y=R-oqKAD<gA~1Ybt-|8;=tth2C2tlL&_`txerh^Wz3(5hXzrmj&CGGW78
z?TSZUptG0Ixfno!3uK%=fdwPofWEL{n+Fx2_XT2u`?Ex{P}AAgPt@hE5h0Y+-2i3|
zA<5Lpu_oJGMQ2flJO#d;Te9hGElpm1O|d7?LZRw=^zEk2V_zj(`4`{fkO9msm@Au4
z+K|ne?yj$HCTOHndFpxh!8X_Juz&mK>L4pyY!S=G33p~ie-Y2pvGa~(O{}WOyY$<I
zo~~Xm4jgLmYD6J{58Yb(e+0S-U5Mp0d7?6dx-T@O0_lzhP{ogoi(uny6C<I}jIklG
z3%1r7O@@r=ZF-RUns&Fv9jKvqkhR{QU1S4&_x2P-Qjw(K<rxBML`y+wYJXMi;^T`l
z4l;q<fwV@n0{#MSKBYFKto*X>qm|mEqxMQXejHz$RGUAs)x4!_fJMN3VAuRTxoIIR
zeDoIss{;M5*3;kfu~_Y`O)1duHCyaBsU{q0Onz3IU4En`CZ_w~KJdA1ee2!%_WQSR
zR3F<Cs{vQaeIE97=e5<+$4`U`^Lx96BXw@k#=P35rt?17`uyDeT7{RC)N=`mO0eq~
z9hWvXx^~wDBtYU3(l<QHr^<7{Zap+9iQ^Y$ef~IN2on(w6PrO&b%T`>v-idw{AW5)
z?(y;7!7Ydfs3;dM70S!vrJaN0i>87uR-M5JEcZShe!AWE^x^oyhkr0C3$&pU7f6FK
zsiJdk(LzsPqLXKJG*Ty#s71YTX1(#G=x@w1#w=O1s@5td)>bCg`pE>C{2vsZg9EQ-
zd3i7@+TpkE;-c>F#eRFqrSfPj2y)!Ne**^$0~+gCLlciHM=dOip(!-oun^R}S($Og
z?k|k%ojC>w+%^6i9ELv#v``Qylpa_7W?X=E56gf}kwB~#JWw#^t}&U>Tz2*!N=I|;
zGA#-nen96EMpv?vkllOWK$+VK3&JO;<a`dQEKo_4C&1d&h1>Y^Ct*YzyVtHyQ*56m
zJ2)oWIc7X{%W!kMqrDya!MGstxx6$+ZW@%|R;AvQ#*F)akya)HdrH~kI@#0u8mbqn
zBuEW*<N~L9Dyr_`XJYov&L&ZsgIi})m(b_jjO6JF<d%1Evyv*q%p<UKUS2N=a6xaa
zJqN%*hL2&fc3>*fb-+tr0Hp8)HqRWiHw#?-S?lN5?H@W`KGmSMKfdHDe|<??YylO^
zawP+OKIg1Km4qSl$U2{UC~BhopitwOtm6OmTXPRIIw#93$1V#AWD~O`aJvXYHf$r8
zfJ7s7$T0I%&+fcNk5U<Z9s<2|m|B-sy5>PRNUfV`DngtyzK?VUJi&-fjvdm}y{+qJ
zwN5xz(8n@-403)5u-CIWYdf4E86MdQpTPK$+z!{#=??kmYVFD55)U{pk_FJ(IVjBe
zfX}QKWj?V3`;JkjZ8ym0&Z2w|{SDF6kz|7BlE_oJ3>66Hl=uWh&K&tCp5U8V0fY%P
z&$)r6R?Y#+>*h4nICSYR@JSGSvQiR6=9FEN44UmYIM5TM;XeE}V)nr?q_K73T(h4n
z2bXhx2O|jg#mHo#c@A3Zi|gWw*^GToKe-{sXLt&~UVGr<Q_JAGN%!sNpVGz=T6#{j
zE@8}q80a}?J@*u5Ep>DQ)UJF{+-FMiZ;m9}M&!|6Fj(qB!H(l~h>*RA#jetp<l9y=
zb4B@+m0Qo`^w@rXW0@cQ<7mD4*f<p0TEuh%^+4q5Y%%B84ReUHQthFpFMa0`eHSd2
zpDN}`So9Ujw)>3<IY?a(!FN6{+4bmA`qU`h5Thg<cS55cZ${O**l#O_4p-S@{p865
z0!lZF#5-~i)r*1$4M&gKF%{=s{7`z)G3%mR);pVgYMM*m)UUUtG1$IMl6z|^*V6T9
zY~?WmL}#1REn42{(P7e<p7Zm0iz?ulBF8iyFK1D_mpb&&Yk9NZVJ-7t;H>%an}d|i
zx<BXN$BxvneQ|9YKf3B%V-IK2xN7BZ20Zm%Um`BXgsrB=w~f`XI=YGv%-qlT>SO=+
zymw|uco$)^j4Bz#n5SYJWJ&fe=c`l1Yp<<MmV?N3$|&?`uQh?@o)r9cl;dth#$b%n
z<T{FKdh?*_=ikTS)X|(Ps3)b*O-K{>kL`SZS7j8g1y<EiasG{#2IRX8#|lW37#*ov
z?qqs?Vl(QWDcg(#`&se$AtkY`A7i>ajN#HCZCQ7rqe#yKwlljVuv`kn`IXkqr@L}J
zpI^~XKww~ZYVs)PzOAX~N*SfIMSOF2$Jp<lJl|!0FQxcsjOC3z=HH=Y7)49=j{Z2C
zrSQythMO7O0gBg-oE{NIbV(mp&m+JLm50VF>+UP1tp`d^p1yt5u*}Gd#Kcwq;&lD0
zFiuAUZ0akloxebbfs4pVof7GZ%U`x{lg&I5>Izu_`2#KElE?35PjAyJv*n)#k0kDS
zvOIR|Ga5?b1?B0Wma{ph?3~x7N)7<qA6T{8dyAYz<P0aveaArS9X?>)_4hsX4?J%j
z_~;xQYEy6Brr)_myQ4$DqtkMf2c^t`!c<>}LM~98*%1R;zutt*K4{?HuyiS2e|FG1
zJY)82+;FH}c}U%Q$jo#|Sx3v%(n#&T@qH63@67R^1{jjM$Fjcf3~p%rTv-|2y-w-!
zuf8@6(Z55viY3HYZ}Bw2gM{sP?n-uZVY{q+7`cLOb*>SJ)?Xf{Pvx5W*IVcPBGeTV
z?9M%d`Yt!|l3vCMQf@vOvvZvK8D2w@KV{=IxpuDM$-W6{v(M^%$7=jSv04o;XwMt@
zxhjru$A|m95xB};x5T`ulgwpO*EzXZd&7Z-bj!!jK7JQ!O(=c{`^fj-k{{@+6%njO
zne3W>Kd_LYyWz^?-7EX2QfK{sDc+O3XSr=mto@Od?%<cV|6vQVw(dUO?&y6Twa@a#
z{Ar2T5A4VfcZago9qrwZpOd2&ikAh<hxDs6GMp7;z6E*Iowa)@bVqzhbosPUtks#q
z7Qwj;`{U?WC@|HhnG$uvN#pm&L!s~*M_=NnsE0Z`t)5a4Bclep1xq!)jWbn|Sz@$2
zDa-Lgjze~qt;na`ChLo*s2paQkCJYSsLGtfr#dRt(_flTs}44PNu~H-B$5%puP|3o
z^G?LZS!i++*W)0wIIil)L4+qLWjzV^`C@alRUc;SD*EVOF0E{boEk4HZgyT~odS$$
zM@-w04Q%`y$%HqO|Gkk+bR>qdoWNKy`N00X11x>+CISm=Y1rX!TO(szV~#|Kt__}j
z4WAN>9gdOs@!_2ODtcb_o-%=kiYZdpvCo-p?SbiZfC?qvQ>Y+V@X)h#?=XMoFkh2m
z?mip--<fLOI>+m61AEuJ@``%(6}<`t`2}`r+ZEJnzL(fY;Dkm8McTH>sv=1e|6QbI
z?1m*P6VA-&$ti)9@IGF-%yvsnbI<G1p03HBvv>ak{q+FX8C5HyY7oUO#RfPF^4jEx
zkurLeuhS?&IlfCvrR^n-pS<m*H289aGXW5JXvDl4)xz800QOh}geZ~B{7g{Z10+F5
z-#^RayRhBntUv1IJ+E%kYxd~GUGuxLpR1dBkk*sOMz<YY?pnSGFbdLr`bgd4p|--F
zA=RnZiJv!U5>BmWc&re2^+v3Y!r<Sk%t?pqXYV%l1Z2nBG5vw?H%E-}!;Zafn<(de
z?Ayu5yI0N-beV*b2X2AQmgK))LMd3<KZ%7k{c&6c$uiUeSGCc_O_1kT@HQfaZd_7P
zSQ~%@T`0F5rf{I!OAZnrxIKlw<NKH(bA18!<Z5^QRHIf%1Zqi}5rjkDPU@mTwn7P4
zmXcJKf(GZSIaGzEJ=cOtBmOaHxuOdqBuiCaLIOl_oU;2N68<?sx$K7Os5890Ex<RG
zj{KD}rL8R4WJ`ya4UB4<cLK!E&v94b&Uj>3Fg7dO5@`lg3BA->7D_)2ZvhlSr0PtT
z#!N5{$;7#a=CI{c)2#u2o*&w*K{pBr07kToW3xBj*U318@n=Lea`j$9ye2>xcqyxt
zja(H#g5idUqq~s^rVJ!}fZ~qcL~Hj)-Y9l^W{3#%yNYtRSZ9kaBV8C$T_ykH%lwb8
z3O_~`QsB@)V}Y8(b7@tX>(KY+HSWQ2U>3SZohwP`Fni6;=%6iqD=E?=N#Y7q=ttmt
zD~kbfA~ISPG}x`Os@e#tBLT2V%nKb_|63iJ1%C}WZ-o)Hwe`Sbw(`R9=&wi~@SgC2
z$w!+Uk7f<gx09f0wTgV#S;ja;&-)Qsk5ePVXMILaQR1G!N8#J@LLtiV7Alw&nTE0q
zl+NA|-omU7#};Y4r>2<?MSN45xb@FOm>(KU7GcOVmEElh7YRcyUE&o8NnlAxVoXp(
zU;1KgA0e%I*WBzb4Il4iD3XE&Pzs#H@%eIM4w1LwBR5$oDR^)1e#sZaS0MYPsbp0n
zof)4c82Dzh0#@}2>~nF2k*=?rcO-R_2>!-8l%j<ee31p<gNe>2$mp8{B!y42BVtDK
zFmD>wY>gYoS=0v~P`NIL@Hh(w5Pq^8*2F_hn1}O9+&*v|33Kkf&7$S;MO%<HAgC}B
z)fDsAp2~2j(xmMgY+W3CgkW=_4)Xm)D%*E-s~`F^JsW2og&Dy#uRgHiYggdDFhPd;
z`Si@E_z=;|tM24GrSkR&R{NU~9w1YBp$LmS^*M!=P*6mntwK=h)u)w&ikLDYd4@YQ
zivK+mYLn>u!?7Nr-Ip&|@W*NOE&IC(^T`_ua{galoU}27SsR)ex&u>MS(8C<O?_Te
zdSdars)CZ2C50Jv(bc_5^kG9)%s#6H>yqD+yrqn&-KDe{o|W`Rt`zsYTPpzh9QW<5
z?7k=?YmtGVFO}~5-J@(eI&WB6hXzErIMdD7xig$r|9pDlBqUg>+cyxWcbhsk@?eM7
z%WJ>9+*4N8b6AULQ~c58*;dxeSFf@!C1X~)dq<u6dY$^Zow(()$m!`$4+{Ryekuo%
zaWIhnwN|FY&zs;{VO9r%f2RObkIq7HGtmS`6L}`p%u~6@BJ&$fhsy$4XukXq!)ZjR
zCLbEPj_f4Yo74mK0JqgNZ(9I#Go4lN3yGWg_I`#JsquxEifq8b#gBw`6clz86mV33
zDAF|#lYend{)OikQ6l63BRF~vW55X37hbI|D5&MW*O6~TbVo)>;)I<(EyxOXAkzM&
zi~ba5z>H^%|9fD}Y-zJWaRbHdzzY~G7VP#U)t|SFTkh+P=ve~WUzs|^&-n0@e<Z~f
z6tQv~Qu!~t`3=~Zdr@@nqv;<G&@G5YXC3fPP6>8|w;<kmKe~SaVjN2^7+8-PSi@qI
zHDZ%5>qEhqbFX&7<jaI{{nU?I1)y>C!rV-o0n&xATs;UnzI?R!oL6G$Rf)*Z-w2lx
z3H?7mIOcwE{GFz$Po2Xnt5bS`0^eW%cq&N}%?OKApsOcvzmU8BL`eJ*C0yNhX5{@*
zRqN3=iiw6u%fTqi-j`GqpI@`lnwAt`<t&q_+E_(`faz);1x%$NuJoENm2Diu1-d%M
z{{`tJf`D(mrX52J1Dt>WvN^J&Y@S`0n|pMNfz$C?B;dRg-OY1f_KCTt!W{G~1UbK1
z%)W?p*ChgS7~lJXE!aeplW602D~e-kBfr2;Gfv`PM{r*zscGJ?d;1)7uY?491NgQR
zh+%YMZ2k>(z_#dsaJhWlVzSbPwp}lno-Qa0`j9)Qxf*7oH1kA^;vje@yC9e<)~$-w
zR!iN#Cq1^jKK=Kh&3g)Sj;s=}LKX2`i6C<(`#Ib#82MAP5Y4kE4eT5|A7aUNhxhEW
zR#(w)It4;w43Mhh7%IvU>r*(hy7fTldCKXTj1M`6?)!}9v7y0T80-9ZvZIK?%(`c`
z&@}3Rj3zg+kReQfWn(yPyYWTStD`L-?-d`Ai|j=)={FzJEdZsAU-|pa1(TfxwhFtY
zYnKG(dTvWLex3WvtuiPYbP)5idOzcPt@oVEuleP1#>J@%e`Syh*O^ehg7VDzfAw-S
zbaS<Ib0XsM!rJCHvd6b16(bdscw~~P!Ybz=FNcjehgs*w*w?K#)*k$^HH9xLa`$J4
zU;Z`<?-GxGPL2r<h#dbGIeaH>xMf<KdtcCU-zhS~FFM07tx@xRw#lo{-r?`8Vn5pA
zVxGPHdOs}DAx4-f(%YKNtc9KC@Fp|295?E=iNt$TKn+ru^K~8VX&tY){EqFa$3Lu^
z<;WZQkJd7#0b}O-E?OHtmixaBWzQsrJzQ$J&Cw;OKVOw3-R+(no%Bx_TwD0zD0zLU
z)2-iN=E2+ADv1}TTZ`!(1@%!zhsn7?RvAHMif3Eh{U7+Q#l`h2%1iAsUpu2KSKN1g
zyfZo9UJ<5du-tP*xsOPM#C4wX#O@OnN1tQ!7hJKxpAXW_b(6-33+z8`d<t4GI${*m
zG3_w8`R)42+}gA+wrHR6o^t=*xzzP7E_i!uw_C&=6=FCI_-O^N0)a*fSKyUJh(AUs
z_Yhrdq*FO2cnX#$R1-eY@s<?m!T@h~`&2PR`R@2RrKxC;JVh&cT3h?r$87=WiLEku
z{7svUHu$2D_|TG;gr_z-W02wIJMI7}2+c!+BvYgk{0MfX9iy1C5=h5_Treab*>^A6
zZE@;4OOU;dcHO^jwOMfbx#DEgg+&hE!UU&M41SS6@YP)FZl({*Xz+2l(qUBHjBwTD
zn<wRBCJ<aV0S<MwwYjVRUv7rTExt3v<EI)0I+O$ylR(8n_?YZ54Eu%-vwY8b+1~mM
zKjsHN=FlEHl%%{lj{cRT++?4ECM{->Y2P(e4hXhRD)o7rSKkzs2m_S`@21~gOyyjA
z$Nq<7ZH;|xP4yVkZfId@pr&J_p=WG$$Lb__e7PPoeLNB||C(v*?QaM#BNHI!s`M7y
zAW6!P#NCOi6qi84WfLV!x^W`@BKo*#1XJ`WbOLYjHbOgqYS*s|3?-?z!)yG{KmuDN
z$YwCY-4V0$GIqn28aFX4P;qR1@n>6o$+np3hw8>lo&L+Da#Neki9X9f|AA1S(+R8n
zFH?g$AQ?9MTSEMIfLW)@oe{hH1CAOBgtxZcw{|11d5<_+&JX$vSi*I`vS$QI%I@C1
zJNPlWA?gbyTNI6W5=(liSpBfsi_gVNcTG1sGESlb>Dj0_h7dC8+^#on&Uih^IbL+?
zd-?hMf?cr|FQ4cqwE-<E4mSU_<@%?NQ^K98I^k<O{!cyX3(L*>jMkzqT;2T;RjyVs
zMoheL)9zuKTANE?sOU^U%=%3)(R3Nzb>n@Pq)Jg{X+3sQR_zD|P@h9if?hDmKR1g=
z3fG!BmHGJ5ww?SH?bh8!X7!T|B4~Qaz-EaeL1OWEi-x59MjZN-&1?7J?s~@!Vwtr*
z=OxiD;~NblEegO$ML=y`tIm9R5Coc00&KQJrIY^sVqOcv{RU-=&AZ^lC<D3umq{4G
z3#6?1_a%P{v;Tl5y$k}dF4u81`lXCxpzKd5FFuBSzz$Pi`xYZH7F9VMRXrYOdlenc
z<Q#p$Mep^7u8|F8TZ`iCh+<pMrM}6lT^(13zLhl7Uqy2{QK}1>C=avH9bUyA{vnGq
z=STjG;Z+*2-9o0CC_{Zhur}1{ZUJW4hjI!y6{4D7zi;@zgFK3z0QM_3L^YEcX|{Vv
z!lhx1F36*z!w{7RI9ZH6C>#6@I)9tRtb+sO`l&>qYUuL!c~Umwp}a`Dp8R&L#1Kte
z`}kX1PEw2uWiQ`pzedVNQ=@K0v+KQL*NNpaz#ULGBP7QzZmC=$3wk@Cmoa!NrCXo7
zua~{I`>(;!hQ6?qj;M=nNuhp`c#PX%l&emhlL34+a%+=r@9)mR$}=yN#B=WN9z4eG
zTyH$mChaiv=W|BWt8p&5wg$if;eD561A7xa_eAOt`l8mV-%>q1v)NPOXE(;iA2RTi
zxc76*^X)F;L47Ohn;q+YBj&TVgO<$Ci++cFuB)kI=O9vxmI(cFnUvRzxkM5tU?uim
zpOB73cZH_TF~^rPV|-3N{5U#s-TuwzRyDWgs&#_0I?z}?7XyuOm2Kg}ZsxVW8zDbX
z1Rpulr?$Y2>f@lYj1FqLwTttY2>;F5nUNUgG+It`ZZb_*-`ZM)2mxaz>`DU-{F6{m
z%)2CeczZ3L<ucOZCosbW4~xME6`kcK)Y1JB9r9aczj2dg&<oWZtpR4Q@&6(C6hvhy
zEuky$ZuEeDg$jpARMw}96ci)kEquuND_`3&Wi%n)Dg+m{3y;|BEQRp3whFgWYi(0&
zRfJPnsUg}GP+3*?=SaO3lmz{JowOITnjsC2>tU3HScoxF=3(78>GySpG%Z)*!AR+;
zO6HIswAq$ddl7t>vY11dRf0o?$tYVixxFP<q&vT}s_xn3uC&mNgs#4S5-)ux7+Huc
zLkc})zjO&&&yK!i!xs87(nFEz0Tg^_!jNfU%8V_^s_{6w4sBbFU?gJ>!$VJ@_S`3M
zB%=rNE|Qm%zn|aGOxDmWTqn4Uj{Y~&hF1=*a$Ty7QI(y87a#|0I6_P8wwT+kw17A?
zp~HetALg-OVo)WED7%#X6@-*p)mJ?2RFp!k;BfBlEF^^}UPAMYI*b{Q99IeOMY4dQ
z<{_^)8Qzd_Dq93kL&1yRVxYY8nx^$N%_a613EUo+6zny;yCc^@GZ14kUYk}WUKv!L
z+<<eG$EwIm*$Ao89ZC(WM!p(ZSEc=2!Wc5$0hkQk<bAw=(<C_;r(J!3c;Bj^5jFuw
zLx(VEXWw-9K!(ye)c0vfk)Q9Havap;rbJ$FwZh{Hhh+#!{P#~t!QWq<80T>YPU{$3
z_H|g>*C8x$fyIq|p`Dz$NOtg;p<y?|>{NNzJnrnv;qf_PLkWUy#QJ_6^I6L{s-Dw3
z3Ym8~gQ%f>r{=Ix*sNb9Gbnkttpdg8jy%dtd-V)&=sEec$=sRttIeaMHUn>L?77PQ
zJNJz&`;>=<XU1nbM>|`-w{(nj4D@_!>-hF<WMt$!hithXebv77f8YK?2==VMo;}Q-
zY2^0szx>S}^WA9H?xVn_L*9iA$HYv+uLo%!`Bm%P?rULfA54?;8qLCYBILIapy|L$
zKHzA6ruALVWYyeu*xwd4J?^jn?GGG(WGR^ZGD6*hvrUi)vRz)Zb^YyR<NQf&E3~ez
zps+CE^=n*6LrGduEL}N_3e(Lse51^o`!>57NqIZ8m!}Nr|BTYk@?eyWC40;E2Ty)r
z^AfBXn7R*y{!ZpqYQ16tSa{}2mZZu>-dDs+K<@h^RSrXRD~~g9Ap!CG<Yj&4=|?~v
zGYMyctB^vYrK7E#`nZRUk|;L-{q@nGtH|4EcM7$Hd%&&+j9_%X7h@I|V<bJ=G2N+B
zM?g7hprkq!2Wo`{<qN5xmLyDVK3R|<Igt=#_|4Li9uQW7QR6pxg8>kdyiQUkkQ~&Z
z4wIEA3!@vPBe8}?-k^nv5Phz~@Eh{-LL~g|IpICkxe8^nctG==cy9VwWik+u&w7FU
zx4eS>aiUy%9Eyd*NH)-;7Ky2LiNP7ckx{wHPX3PXas%J_X9uOneu_-DD0a168XA%M
zHBvs@Q#jF6*xpmuKbbodMu3@yfM?S3xux&omf8hrjLmVVMMb8C4p}J)m~yqzb?~6z
z-%;NMo07GCgI>Amu;+^Qmx4QE7R99-Wdc;EC@N3{+=pt_y4$K{WW(w8l%#w`qIJ3a
z5^Fgho9Bn*-S?(Dc7{sKgeA%{@PE*mywfK?BK(Dbns3IW;T^Akz;^QwAOMn~g|_a+
zv+NX?Aaoy_;d!v}mc~l~ZBpBINNu79wWH2!@uWN)wwA_$VgJQ25gdyDY~;aHutqG|
zG1*N7yDuf^7Bg5Cq<YHFPKonm2mG){ywH<~_bBuLzo-VuNfd0=QPZzVKOYwq`x@OY
zsrm1Ln>a7@Ju@}bOGQ}=x~EZz!wP=<_rNv>A-8B(u|PR`WFa&lDu+hSn>?l7MmTRk
zCL6N;J=-!PHg%<$oSke*5*77H1nVBcXG&+Y^3Cj;VAC(k3oOPGrrTv~wW_lVL0PoU
zpCHT%Xq;03{#*r_ga9RwDVYqi7|tgzWcxoJuNsbxWp@gw(Hl^$p%B2`Hm<}~RF5(9
z_bEG&1+*vlK0+eF(B~=H6^X*qLp1J)ky?H7mj$?6Elh_89KE&-6X-L2^x&$Fg7s^U
zT)~&~U=BpqB-1XiZEMjo#j^63ur%l2o@Y{w6T0R{lTifKsk&oz(^eV%V2UEmoXBMn
zz&#DItXES!;R_63FjUgb)#$gEG6)V?RvxhLY8F!Q?Yyx5Q{P@)&t6k47=SHT4B&rX
zZM)GQmLR-7?RkT?sCC`3;^@QydL|^s2@*uMi!2G0(2a^RudOzRYRcTTkh!fTYI11P
z(5P9S;9XbXS{<g+Sas)f`s1)fjp9#w6>seFnk=x9KLqasSq9!l6S-$*)*_bz5oQ<4
ziy9mH&tZ%vQvA=WQrYCd*}KPj7Ba}lrgG?fS9bMNK1)o@{<*Z$)>!*iRS#oIX09gs
zN1hh%^+%d+gRwtTIP0%rSN^sheGS{rL>MT_DQ>$z+Zh>MT=>`{z;D1Nkio-)y}b>I
zw(gGw^D?j*Q%7eH`a{gfpTUID93?*Atk&{Rw6u;fH~I)`zQy%Be%1rUxD$WA0YsNV
zhVFAr>MH5E>(()F{e~qhE29~%L4mPVj^eW{;(V?tj{AIbA%Zlt-9hrC*!?8{_&R*;
zt(dq0(lf8W9aA%#Pb->=2Zt4{(}NnN_SX`6tYdYF6!eG?TUuvd-vHmeZ3+xu9GgU$
zr^=-*u<o>>Zoj6AHlvi>^5w8V^XTn^14#EkiGP7DuJfOpp5b{bP3Mpu_n}sT^2|l&
z#>rn>Mh3H(8=o58gh?e|7E?Q0OM$+qwAokJ@Cn(<)A*#jOPY1~flEKBoOd(oWJdV8
zJeXc^%4y40%4tG&XKF$x5eprqdx*i+b`1ZqoWM!lm6N*5$1nI{zIo7-D=?ea6vWpQ
zXOEd6XLe@+d|z*>&CCX*bImvxb7c`*+MCCfyR@yR4NdzDO{dKeaJ<qHEKtwIMdrDT
z#^nx3`Kiz5?EZ)VO6PApUh@Qjr^bN<u_Q0LLL1$#(ax{lPOd1iLw*L~Zpym(e8!G7
ztq$E3QCfdua25R%*waqa8fM#uHh6B61P(Fa-eLyb{)utk?*7e^N4o;C2*|o!vFcfS
zTyY}sb2s)J*MaEA^7;IMOhQEKa-yHKZKS3_?hldGuE8z18|G<feJmHSdp3Q`nT<R+
z-#2ldpN59KmvBCqq#>;H^_sqCD!mSOI$dtH>_(;xrFavbwGA6BF*>@~4a#?A9^P(1
z#(PLIABandT><T~17G6*^HIW(9^7e}+?n^3aaiUQ7Oyl(cPo|uao@kB{;#v!*}KLQ
zqd<CrQ%(aqX>OF$4cXxU=FuOOQ)BKqpMpMr_0Fz(l3U>1P~x6{qb5)4(+9<`ANjwO
zpi3?ZluPi*33pr<`g!w4uMmHK=k?+KZ_~p+^}0rH&9>`n{4&2a{UBov3l0hmAh(dj
z{e9+Gf27yMVcYuA&$=uhx%)7oYwPQ$34j0oW!Od<q<Gg)yUxl?Nt^#VJLhaVJl&OF
z?x%}SlAR39IJ^0!<TT}`Zm=O*#B=cJU(Q2u?O{x$1ji-cCuD0V?UyaK7aStX3yQE4
zmCNLRrIm6nafYD2A4jM?89r|Qe?&2{?GJLMDY$uwQj^y8@^6Im93%pju?#{#Hq_9K
zkcpGxmxbY<Y0yYxKHn+I(|qg#&OMOSW}6_@$*yDx8oh|h4|5AcY<p3|7_&R1td?kN
z2>_%awcN1?jkT`T?i7#2N+ca1!h^1G0uKE%IenYA>XUCZr&GXoodvn{@-Fn!01F(i
z*U30t^uc@b?}0oIgEE>X3qIIaHF2sfq=r@$wxxs!qv1ICb}?d~l41ntJHqH2U}_3b
zcLVE5^?kM1AE=DpN8Gi`xr%1W^Gtl?F-NXF%EeZ|3ZH2r5Fr96e%J)93LHvCr3x&c
z1oB4hEwvpF-usP!1<E7>UW8$C3-lG*osy4biZ_do0&q?UTWJ$t(%w$4JJChcJ$&Eo
z(od(za!JAahH&hyE4>k`Mfi8??UP*X2-+8D$=aQWqW|XCFF!j7xbxG?w#An`)|zfH
z$;a_W<s;eec{L`v-mfnBgF?x>A5QGlV67A|2vKt;uxq11K%*<SN^zONUkv4LJr!|o
zd#4jaW@<x(DCT8cMvk7h#Oxw;ZofW{puAk8!PH>1-CaJP!1A6UV|U@%ET!L0ihEBg
zbpX3B<Aa_vAMr5KPlJ(V5@v9B0^-k|cI<ZlGU+;QT;)6F-<ZI<WwNLC{>S&pA>P9t
z;&mSP%#G)n)1-;08Q2yKu@x0-{cO_tcRCVB(B#yS{ppbz@OZgwRr1iXJ!s_mSts~c
z6CnXFM?3)ZZbo7GCoflbqrs@iwjzmeRS%sLClo;d#wd7*VC3_f3ECDDHAOcLh#XW4
zO(3I^`mV*J0S!OntIH*?>Ax9?O3O_`$Fhf@a%&WdX=gBBW*Mb;FXTsO`CmNnLPKPw
zI<w%a<PcFL`yROIIOT_!Ir7?b03M#|&)m2ebrnIgLqRhiVY3l0Mhae;7~2tEH}ZP+
zQJf}RY+O})*1QtV|CrUxkd_=8LdC(mB1UD5^kRd=;*{NKLO>GcpA>|vQCFAH0OmG9
zJP2w}bYzXO(?!HrBLny(f8|H!#Jd6K8_-6=kY6a&;9b0e`0n{NwQk*Tt1AYWQ2z9Y
z4KVpoh(JByn(Aeci|wi_{Jpkhs%5OI0vQo6?cQ^Dec)y^m-Ntm|6BUwdth(GUtrt|
zu7j5$%aN)v7G3ZpBl>1TS^!xvg@LCYaZ{36H8@Pp%WImKhL`X?2CoV(z=qJdGTus#
zkgM=qw5n?<%gf7dr60NWRM(|ut1rCz2Zh5s@m6!XOuK47EOV)E<kF0L`8tE^Ldd1+
zr#&t|;-^bu@7xV_Hp1sWWCj#FWXNZvL_GPNFb@@F%NtDl1+GQA9NzX^OC(ps1Rp`A
zj5*{oa)N{=Fp|h>e9Nprxo14h7-h?}m`yp$v9dLci{dUmCLOWIb8ELPGnXN?k=Jr&
zqG;Dv2P<A2N)Yx~j<m|a8rlq^i@~00Fv@F%)t@s6QyVDse9C=6(lZ19*QtT9k*r@v
zl*erSIyX7`&#&MNanz8*hA5^Bi#oDUw5-l1%{6_;3{#qglii`%?zh<K$tHd8KIGLx
zZxv{|`_U8I2D$4GHYR<J;>&aEfRY;-9X+5YS|nP$QMAFe&c(ICmA=ls?&9n$(m$XV
zjX#;HOX=mf>Tk>-$o*5;P$4VpW08GP#jh6Kw(0xKoGVG0?8Amh(&P6U6vqRCs!1`4
z*RUASuG;68ZWXvTzFniA?z?-m&8Z`7y39Hhqlel=r9a-hSn~9*NI_wrn25e^A5C2B
zAwAvm-K`3row72IYm%O<FS+RHH}>|yNqbkPkE<6o{!RB*)-m~3sAQ2o*qU!6s9=bT
zT#Au35m^irAH**>1UmT!r_*LJknu3sY(S{FE|A={=Rv*|sG$j0{{aN0qsMW|&3CCR
z$g|%&YwswWtLV`C@i^~QWgoQM$w53r{!w9s&VV+!+ZKt_O=QI8BbcbDg{Y{4o~Xa5
zC`{BP@<Xz03&MOb1<BsjT&r>%T3uaV5}TJHcE2&}sHJ(Rd)V4(MO>;Cl*L^+0^|rB
zFiuAUgcR8)<+Fbi&1-790vfoeJ%ZmV66FPKW9+LZFZXPZfi+DxK^fW>Le-$X1z810
z8<+tS9$gt>&HYS36^UMOE_&@;oVZam#^oYqx#1BzvCLD|=i|5?nrGA_xjbqo7L2;u
z@ZeK}8Ij<b1Ky%i|7*}bRBRQ@ui~f$wgtj8+NTlc_%d=4Z#axNoXN~^lpR5c7?kr3
zy6x^rmn$q=DIivKoworcAn`tY^_+4UMR>gP*31n4-@5f;r^r%=SPPWuo-%Vgw|F#0
zNMFt}%{LjOF+TRVyXVTSR>~#pBYN5~Io1V$S)+D>0?dgAr-?g=(rbNeFUkU*eZ2wm
zC)_8we^K1<xIgvnRW#?fNo;Z7nLpn?q61Xvs0Gh90b1tNma?YUs{)s!vajnO4x|i`
zX8-6A4Gi?5mx1Cd_7F)){uN3W1V|{J|EAuFVYd3Kjqw9-ELp6*?Z`9&W-X5OP=b+H
z1w%kh>u<y`+lbMb3{zxbskZxWNWazaZ`vfp*KgPTpGw?}e?o=XBLgW;RN1lZ&3`LE
zt<~%N1eEJ@5Va|&8?y+6fmDYNWd9Jx*@$}LCow~G&)FYwn*K0ypw-N&%@gaT%tNPU
zsG=BbSL;~0J7V@@;h7C$)*#OhjnO?+Ob=fu$umkfxT3&g;H`LxW}a6ta{K$HfO%7@
z(^m!ZP&UyTGK_AE6h)8y+Q9abn^tOLHuPZ@4-GU}IbhUy-`4-wU-a^(^vhp`;zv*Q
ze#Z2!KXoVzAP<C>1tj=crBR&EDIUQ<!q!Z9K+ZHJh-Pq!g<q`okUy#XN<{P(D*BFN
z1hAi}pVF%z(|1wE2!!kBX$(5H)HuyQvE8AbI=!vsb{}*=<EYbc(GlBGbK{Xe@q}0>
zQm$bs2Z_(2E3G3E<y_7!N{-0^9ENy=WM}xurBFfMn4lzWjCl^qj&3B1akcZ}+U2(^
z0`D&7-lwT>*4<g}|5veN>0B5)^#kSkWM5(QLV&YitDE8#-z$;<k}@d;!DwOjH@C}6
zl9wM+suv#(gpW2|H*J_T-`Cd?MMfU_b70n=p1);^92p$y@^5^*PI~CK()Vse{86V;
z=EYEpevu^|cSdc#&L%5%lJ~RurJco%{|Xd@#|}*#8x@rNN$u;00*_E>Y5s6|$y2yT
zz!IZ~H980seMIbj04(JZjPAj&FzV<L*ZkmG`Eh-s+RcCscahvu4s&!P$CD%P%Hu)%
z)3eEph+RnBoA699bNo3%bP2>Or^N%Zn!(To%Flb8k8wxKVGE=>-+2-_u9l9Rf}Cr<
z9V4ENJ=$pfQ_5x%B;Q25_K3QodT;CtKwpazeZ9{ku6Y_54BeCu+hvXWJV&m>!^4vq
zKz9G*JKx%?Js-Zk?CKI&T?b#h44zECIsgnveET0YKeBHjE*aE5@IxQk;!h$rm#H>~
z7~=PSX_1Dzjv@;FPG3mB-Zj<4^Z4vx+3Hy1Nu2)^B{GVUJLmcqlNdvlq;tq`h%JKq
z_vWZqa?{wIPR7WlmJ<V`IZk>2##n4HNsUosmy!Qb=viX2tV#*pM>zJD$AYymKq-E8
zC55bFL4M{cnpn|FQPCPo4Pxv#WMuS~gdkR%hWZulUe`8l+=rhf`dR?(>@4CUN`_&#
zNa3(}_io~?9VNc%-ItFq-xVZuYnxh|s_AUR@3hSN`v`ALh#3MHunpK19bpqfA?D;Q
zNO+@SIgCST4Mn(g#nem-)#04AR7!*#Y9CM{f`%}H-F-dR{4Z?LZlMs4ELMMUi+q#r
z8|TKPHdd61j=qrd5m%%7M%lLIS9MY_iQ4xk#2^q!$_iG?OkGBJ*?6#po58o&X~pjT
z*q&TdziUdfW&X{i#IIrT$1!RLv1PrzZZKX!f@fg$&f07@$DTAgRze0Z;vY!7taWDb
z9N;~dsmbB&x@&zn<jW_$7L%WLeSY_+b`SPu#g=Bqk!He?->sgi-tx8Q|CP%8X!vg8
z|MkPUpJ`iFM(5M7dZwo-rF%6Gc$~f}4tqZ?JDayT4Z|JK2D&`GDe73CVo-BE&FPbc
zYe|ZWAa|)KM`6!q@!)Dvx0Bed647Ykz8Jx7_@M5#-mAmNSKibN6}!}Bihu0p*KO_B
zavkT2T;{Wc%I{pSG#t5Z{9Oi@zryip<rTWHPL<Bt)+y?q3`p<_VI_=}><a@X?tKS&
z4?u+GohCKU!(0zS=3y_faz&4CL(b>Q!X>G|AuCJu7f@N%M@i@n)cKL*2~4ErNbMZg
z0)B3t?5I|;@hynLt7QSW1-2*cnEX%XpeiEP8Y~M_YO!-!A93d@T4NWx#4Bg^R?a(2
z&eY!i_Y7b4j2{WNNMu(SGxM+Th3!HgwAh%V?^+g(J}Aa1+cQxlEVyQ_&Ar`Rz31Dn
zA;OE~VL4YuH?UJMt{Z8=)%kdlWg#G<BWd`Vok5sg8_mRbnn;j`-w7=kX?rXQjtEnU
z@(X#MS;1n@Ow3iZ;p$RHz?2*YY|4VIB8k(N8zPQi&N%cEE&<V_L)qK_e0Y3p!CbM4
zziHzUdA--(k>LgPB52??b0GA?%fgGK{qk)0i{Tr#(4Myb-yILj#KePS1<0i!J(|Z7
ziRsd*iPCRU6*FPixVBnsj@zV?G4`cNiy|z`{ZYGlv{9Y3uOfDPPdu;QsCb%sjpOOq
zRIgDT%>}=ThuMi9=o|JD{5IV~K6{ay_?W|_t%=Iqt{L8;kC4An{&8ZiOQ@CImDO+d
z9+dYxG0hz_4sbab1&^|l`~7=fAMUsQc)^34*jwf~E)df}GtaKdY%dd=1va1Tk}R^R
z?8cg+ehT^9`prIn@>k;})&}1G=p1)yv2u!Mo3s1r9!UHZgg8@whU&+j6XdN69Ek}@
zzQ+sa<PGEzT(UO_%B{JuyG{Otn&I6h)Yfzc)QY~T(O!hAv7Ph0{;fIn-*mSf*U#!<
z?<TTxL%tY$So(RhvRLvGP&w3q0U7`Gd4>QKC@F*2Xi_^LbK}rl6v<NBa{or2ub$>D
z2~^hi@aUkoOCdWgFCIkzMl$+ek{ZHm#(;x{6xjhpDrL5^8Z%z;1jg|mogWrI!_YIG
z@R%-_IYd@<uWwpvjGaa{@b0Q{S$J^BN`fG~E~-V}&PE8Y5kX-NUj(oMz?SRIHMaRI
zmZXM+le4x`<Vto6QVGJDa4#U#ZM@nF&}mw7&Wp~_Tp7S7xVy$qk$4q%>+&!5R?riz
z3fDPqWqSRvkr9f9Rv|_35+Vf7C0gxxHTK2Vci~TXyNiPutTCy1nHsNqu5}YG=Gg7Y
z0}!5rAxPNZUCX&*^j~vPi9!vo2Bbsbi1*wEOkHCk?Y-*PO!TjXtJ7%M=s~Hy)sgV*
zmj6`U*VtP;Y<S0kvZM@urwK2QB4<^de3~jn%gf;J+y)$L<P0i>yzbnPKj^fN^OYN9
z)Xy1D$y5z#Z3SwElH0>;hRhkhOA3PbjNB3ll&8+Lu=r_P{+c#J*9hFq!E<uPY~dP9
zi&$i&%d||jP{Fl3_m-L4t(~}``gX&DyUe%XctX#I5Oh7eA*@A4Rhg|_N!I_E!j&zQ
z3rs9mkin=NH8|8j6@BEPkkhIRH&G(qp=ddY7=X7o(PDxl0nDkJ(1B`3;FaA4qJn;4
zwrW}y@x<NMw4~FaqX<zXd`XeaN7bgSMVM69p+gcsc;c(S<ZuGxLG{9{6iHfV5ZVa-
z8%}LaQI2PA2}FODjZnu4!s@G?+X_j9cQO74o4`Y@tzoGLbbl=a(_hNJhPw>~rI-@n
zF?4i$&#RtGe;YSu;87}DBUpVrtEYr{?~XGFtrl!nGZnm$g99n@+Co6#?n2#DkG#4<
zgIFJ{G*rX0fRh2EU93XY-l35&7V~AN=E5hpA`xqAvj*v#K9B4@KKl6PR{7^w7gXew
zi+#$H<CPH>x%#sUGrpf+nhuC#81_`Ti`3k7bk6%;#m_56tE2~H#z!#u1$U3hj#Quq
zErv?YzDMzMyfz5-HnoTthPL$H@ZPI;@5tb7X&sCqX0>uf?<0_^_t_LshDz?g5p@yw
zY$zcABHC|PS8g!^4`{Yp9l8?F!O^OB7P@2mw%PX)DKz}m#Uq%d-Y|m=50?fN(wv;!
zll^<0`3kC1T0};=$o*J#3ga~W`0;eb5jijx|C>?7QjmJ^6Bsu)q8V}GXLWM&GhD)#
zJRPBVuKIy2L4s@oLNAJq2cutzE=~+dENcO<#&FENe;PU{-KCmBqZ(qo0;Bf;K<L*5
zS*Q3)WH=p8!nO~kt3H?8nXp7a^*=1`w<TU0>AcbN{YuBr8?!yK(*sIFv%J6BvWMHU
zyT|V6Zil|n`SM1%1M%%AfSl#TwjqLeME{9Hb7orcK8|IGE6_7Fwi6gBqdWNLN><}U
z{P~gL7UC>EXRA@271Iv$X>Z*%%KCUMA2KwG_e!LJUnIr19AH2S%b$GhObt{A6DR&7
zPAr5y6Ns8OczIz6`LCwqVhBo~?Q(O=m-(FC%R+2@qb2tqwLbs)<Ihg~4QV9Bh?#ng
zL>VzVo6M>GDNtkHkU)NO8)4cz_PE6KQKMDj?xVn;7DZTJggN(=&fLMxw|ATvo5mjO
z=^OE0M#=@@XxSoBN`C~~Xy6llPK=>1l!?Rm(wC((c-D|zrmfyguVj$FOh-6tv#GPu
z*(&!+aO)~<3Z6D3_OMwxSbP14owPhRMtlM(JqjaH5MwbW<H>&!tQqO%v<&$V5hzoG
z{_3o(ByptDiJAGsTfw%zLn#N-)w-BE>ZX8pxUSIme-In*QFhIN6?XOv7rqJOMA6CI
z<Z^w1KhHjs)HPQolOK-uQo_^m;e$i9K3K+e)u9ab6yL2M+ZG;1tTv(?o&2zGSC4IT
zPglKuBnqjbuS}zCr+At*whF5K6J30QZ|c_k%6|6*M)~Y11zer>fgtHo&gxorXDJ{p
zROT&x80<Zqqj=`IZ9%U=Kv{k2ZoHfFjJi3LeY=h0%JX8mjeuJx9MJ$#mno#La6hTx
zb!PB6FW-}^q5+pKdnpRpi%3FmpgNgUuO#w48vVdlzL30|7#n3|z?zp%A$8}~^2y3r
zdU6!-0w!vc)LI`X@jtt&;4Lj$j*-j}zLF&~Q?E4qwRM_uORX{Ld3C5pUGYT%Y@&gT
zNVda!Hy>r2&*qxN>DtZTs(pP_J3?KdS3BZrB>%NgX<FOlDoNm_{-E(LN^k$p=@s!e
zv1EtmhMNib!39V0$BW&+_ueK>QagI|&;TTCEof8^!xoDlTiD6}-#QOCc|sJD<L5o@
z%XuGeX2u<2mE?~m7l$1$#H-x80>fl-T)Oe_=+k6^+mcq3C3}69+%x~jJA*rmU;iuE
zG|By2s*lA6oRHf;KbiY8-o`?gj8RU$!Xp}ehqQGDKF$6M{ZOiXg!SIH!0$$9_YHnK
zel^ZK{1zZ@csSs`u(4genOo0eL)kt&_WMpO;1!j?=f`J;^4NmpLoL{wii?SBt$&)t
zcu3ec`e<CO*Sz(cShe#P&-QDggqtkQ&i7k)#MzRA<PrCY4ldh{-Cx2o2M0;MR8og+
ztCM+ok22EI!d++uUyyBW**HA7YKJg+tB4PyO;&DRr$hqCP&<YU=iAE&|JU}Gg=G&c
zlh_H~!vtJcaF2Tn8f~5ZK9k7L)P4+X$GT}wH*&e22V`w0HrB=YJ^86caR(gpy%FB=
z2$oIn^3_6L7+l>^9vN9Pb-Rq>{kwb0(u=eCLxIKM$eQ9>=>g=5O(_sXA-3JKnm06Y
z_A$5Dd8qB;Z1bWrQ*K59)2|>f4wzX^BsI-^>)ax2HyoisM6#xEu%@tcu`g^!EwE|L
zDyDPKtQT<?^=BWqjOyCEUV>8Cx;%PhH+TfQmaU!dn3Y#hoL%JS^y~bqg7=1@;XT53
z_AdDr;I`ZFIuZ2AAC%*1;9^p2VlND#<o!GoS6dEJk&&in2ommJVDFqC=lf*|=kGSu
zf^e@o`wx4BnMdVpx3Ll-wZJ(aMEb&c*O;2KgtGeqH=zWsxIiGKVSUf@p6+5UpU)jB
z4JAf27<@X(_(ms}hw^BVn=g0hm#IJc@gULFH@D$$>bal$(i-Fa(yqlB?f$O`$s}{{
zmVILDCyn_}A1|AJ>Mi|lZ1uFLZt8(&Rn@^0i?jb?!-dmh-qfdv`N&xRas4tr>-V{S
zpCYHip}2U}S*LBav+e@@xBoG9p7B)wf86IdoMWCtb~wif6`2`X$4De2B9SdCNjBj)
z$2e9-5!svk6tW{*W+-IuoxKko=Um_Z*LCA^%fk(Ke4X#-{dvD$&u72)YSrzoWn;=v
z;|3*`N$x^t-Mdk@&m{^c7tftB9NKeHmAelU2UU4%=ZLKLzQtzF(7&+o63wW7uq_?-
z+a>)R0w`tqI7qFrR;VcQM40&r>`M*IP!tX^7D#7<w5e&`R;gHp6`2xSPl22n(7L`t
zw}c~AphFgcZfOPCmsKK!I(TA01-MqY4xA1{qgn6}Ga_)=W&n5bNs9#}Gz)q8tEK;4
zDv~N}NPMG)%nsLS>X^tekzXXD1i^f9yzn(`J=Weq*6V}slTh|>P-4*Nt?pS~Sj4_!
zCasc1XZK7hE7Y_N3C_DS+$h-7$VwfiuU;Ys2Yv>K+cw}&+klXZIy+-f6yv2qM=I0p
zB+fT1aG>kuaP7e}p$gz!s=;RjZexlJ2LW~yKwV}-2nFiM04&%Cm|Q}X;OAs#Vr*C!
zttX7dU+}y;_D}Bg;6_*yMCedZKU456EECkUPgv_|pT22dycIy@kFw|~jxz6ww+eYf
z=QPmosH_IQ+8_)>&$M`rS?sg&g@YR8X!kqrJMS94+Rdo9F4a;rF_27pJeO`XnP@zo
z^z+fXDU-CBWW;<5BZZI<RUQ_HCE$XBx@Q6fKYc5TRdkeAbbtkj><AHU&Jw#a-E<T-
zh?F0A4HN@tDAvfcO~keksn0vzKlxDSt$Zz6`I@tGN8gQ&c@_zXm8wz5S%v`;cf!^o
zmzi}L+uvokOUhT9vi4T@4$(Ki>_xxMK30FW32I~CZ*zrO9<F_UuCg5Bf3p=Puscjb
zM!i)4d~KKDs>HMSy({JMr1*0P-a76x0YZW1?#=$&vUg(T_L*|&+{*V<0n<ix^?(Ax
zlXcJ^F;GX-#8Awfb?^dtuADnRw(nis9Db=KF#m2_X~3#-S7{jl18kh}j9fneFm>=q
zNAPcnR16(8fO+mL!&Z4&bBErt)v7~japz-mlz`yE!p#xYHyn41ojLWCTibk!KhWbb
zX3#j)gB|y`VbW?3m`LKe8{$A}ydJ9*CJb$q@Nax5c*=h$&BO@oT9BBD5+oI~>)#I(
z$2TQ6jjDIAZ9WA0`*)&M-9%q;hEj=ywPO1{MZkrOpFldC*P(4bsuhjwNhmG1^EJt<
z9H1(**y~r{nUNPo(C0+nXnvL4TF-=K1+i!}kQoW0puEp`!@5AZoodin8p;TGH9U|4
zii%Vuzbd!Jv2sY~;YT&87%GxQE)3{<>J5Q*i#tERvEbK_inGj6Q)rf(B-+mFE&fha
z;EqO?3<~;N&8h21+t2Jk@rPVwhDq5Yrzc<*#%+5lI>(&w1*8VMz7jKE@vTB+1!KEa
zT>5u|gGs7IB%sHn#sR^0H~!G)VIh{#$1>ZRRHl)a@Qp}78`^Mr3ZDyBkT>m~u&a4d
zNBQs{DgpD5PO2fZ$U{MQ#fP(hhq-qr1nTTJKz^6;V%lfJZ94bc3*1`mPHKy=Gpg2R
zl#~a3m_JGN4PFt~#$dnCY;2$^jAA%ibuK`L4G2@w^5TbS+fYz)G%RAaJ>djaK#Q$=
zH#A)t?z(>Dl!R~k1iry+jl+K15DSMdD30w7>TBsgBvjhvv85W>d_iySk-lwDx8u%!
z5hz~Y*`0qvYz=zbV1iq>{2H!PJwz{m6FcOH{@Gd}_HJI~T}79X1PL8bld^@d#0FY#
zgO9v%u$Ma7J0v0zBG(u<M8`)G?zwJs%7ME2-$R)e+$GRD2WKgT3f<^aFFrcup7!0H
zs&U+#yM!=sVfmme&y0<8;H7_Bc}E}dx|H_y_2C$J?o{~BXK^?B_U+BJ%~z?rk=(M1
z`t)*lRfTSTBh%k1fDXMKh^*}^ORW9U)mBtB@-2lmqP$$MIXLjNT!?i}vEg{_pitH%
z#mf9?lca*LjqSzg@Px-utC!BYfv%n7tGgB^!P;u~9h~elQmi6l(&OLEJ~WbI<9)9(
zv9&e%=a1=@Q!gH3%wlK!tQDq)gy3Kl!PXw^R$-b@_O6h1C#dmQK_0_aq2>)2pqph#
z30yuK;#E2JL#xq9u$mdLq7wf-%H*8D0^sp`z!5ap(Q>YlKu`|+iMawzev|!=%K(v*
zqec9u!R-;ldnD_9E>Z{!+ysz@?VyKi$KIa8?t}olYbWPMCuh~Cw<YeS9zwp^g&^qY
z0)>Og&XG)%oG~C>4e|#QL<p-II1NfJo^S}L9f795>q~LKsYtGtIy8KAd-OzN7~|I=
z%5`-U8@SK1`M2#sM3ha!2XPI_Jn}snbL2)6l_)w=Tq;fy2e@+BTeK>QR$($9PXP|~
zDvW`WM=v}p?rwKRbi91BpL~iTVPVH?bB79_8!=!x`fd#;*a{<p|7F0&HA%zVyvvA-
zD;-Dx1b#)W@rv3Va+OZXnr?9I-43HiNWb?HCaB|U8gv48=?gXDi@IVRJN4|}UdA}$
zap5zmg-xl?-i~1>u7n>HM>FZgTnRy0x2ol!wNNC3BtJbmA}<G_V>LSVzp=^j=QbdI
zgo(H*B?b<PTg<xZ?O#5&wj`CKeNMrwtVQ`<Ome>D$GN#WaT>+eDvrvgz(bx8P}&qo
z$Udz47jPJHHSfU#;j%a3Br*+h1y1+rNE)pFyHi8cwuDodRSq_UCH7EXp-*{J__Bc8
z@KF2envs@5!EqJCz<MUTo~o8A@Dv~~VHI&0)zj8Kh#`LXv1e8JDQoXev)O}}q8K<5
z;Z*9DctAT*RX=7yjd?+v=1p7_?7_tu)_)s&@~W}%kDLAvi&mHcao7q7{<K*ycjT_!
z+dxe5ND*_7BnHf5ZFw;Mz*6R?7F!ogUoaqB&+vShG_u{Q?<sw$^5f)EE(W|r4UgO$
z?9M?J-Qm&oR?OJN2Y+2|+>C1+;r4a7vpeWBm$?~65dyChx{h(W^r>D=Pjo=Str(;O
zf1Ce(^>_^8j;U`5!{Z2BER!iZzr><P2H6VBSPC=p8H=-S>M59K_-JMXlnOs%ad_dm
z%=X33(WXd7$>WBS?F~`e8!S?poboA*jj2~!-e!A&EE}YkrMI6YJ<H-7@>U}uBa9;J
z(GsvjUf`lnjHeGFD4CCY+Yzt?n&u1QR9E~j$U;Yv3$7xURy>_1U>?mh5MC*0@J~@E
zJAe{;WTl`HuX$6$>gFg)VE}b=044RnN@@lr^~>Pql-AW~<l6@r6#KI$QHL*dW4J~8
zEMELk<T4MM{TiwW=?Ln!!#Xgvvl``_NG<D;V|sLytx|nH${7Lp<|ugN??1j%)R+x7
z0HSo>(fmH1YD$^s58kWbZ`IFc{d<3vIWWg+$~?QdknFhA;5)z1CjAhj8iDdk_>+PC
zI!}Jt^?NTxV`nY7S{kKaz4Tuq_6e-~eKruf+KWrLhDES;bCASk36}%IzD5*hf)~57
zCo?>oU*%&jfeGYyn@?}?EK9=B>;Ia!%P#{eh`*iszxBrLIlkr*rBi&unFx;@qejA2
zxVrfw5&8oQT;F@2n1K(b8w$~%MX!J=FG#mASYRUKvR%ziU7be)gU7duNMQEBd%sv@
z>uEU89vUQhIqVioRjFiU`3HDh^hRAT@%5{|Lxi_>NQSwZ4qv17`0MV!%_yzdI!Z~+
ztPDR5xrDjqfNT#B4m<4zRYb&zi^Q3QZy$(_BV;@Qdq1>1e7~+U;BneZi0@M^SenS(
zwIM1_mEHgT!l4?ESyFMnIZ%+>L*+-!<JWo{Er3ZRnUtTuy>t4jrH-{_5_DT`UrL;$
zsXq7oq_qRt07P8Obmzugj$uI6sPMAG-NY4!2TJ-=^{vrPq$OxJ);;^_J}h_cLvB4f
zk?{{uG%3L0iXtKeaS@#mDvgVa1$=mVOk;j#%$wxQ@DIt?mmpG!i4B!KeRN-uB4s(G
zw$XtHP9nc#M<Mu+c|}d6g=UM_KG)qIW8Xq}vTb1KMQW{uakF|o;4+BrbwcoN?KXvy
z-)JxY^7CU=E}~`KqW_lPj(NZZJu#ZT{HS>EoMOm)eraz4y**}$^;zH{c|cl5NMx`-
zK<GEC3PQTdz)sqaE#C%i<qErff34GG9ef~+kPNd(5$J_^#wr!9$IuVvZX^&Iq^0Ek
z_Zt!Ni&m9~iMYGIo{XMY(ayPA9??|rI%&qlmq)32e7O^2SDX|ySn@Y}g#OM;W}jY>
zKc%|c-o;_#aqVEuKW{>+ujX=;-*x!Lni8ZWe`cmRH<m%Tc^;n9wRH1Y;p5W2@=+7Z
zkL6!~nR*sBoZi>DO#Xe*|A{_jic_rSwuQ^{=84~dxi#l%o+D;<9g|-#M#gRn{dY6v
zzdnbXUCS)zp{w#r&pvQ>ebf!79&7kn_#yZFBRL1PWt7Cdy!K2i_C-_Bk2t^RjJS<y
zx##H$PMp&v98W%Srg~n&`haGNF$&NGu%C&I#u`7;ee|ejt;<GgRo!8N<UVm+@uk-$
z+4~3V>W|QkoWqEc$PlH9L)9fj&l=@#W#NuBO6u7bz~P*wjU?(`!o(I33{gq27aIT?
zB{Z$Hfm0N1Q2FRFC7_N0=OdjM!!nCFchGnxQqCT~<UR$-+LqZ#kWP|~(mYa4M8lA%
z%Is|S;8MNpn{!j>6Kv>{JbpOTGY(bIXa;nx?%2|T`PiUgjdmEEXJYY9cq9{7yStbp
zw6pRLsyq!@K4ty#J~FMHV9p1c&cnW<<Y$#RX%9gi3$%K|b0Q=>#KUVv_%NwG(b)sh
zz#V<kjTIy&$CLdi>>q)%$pGr0@Qm?Ny^m=D!s&_uUdwdJ0M*h!8Kv4uqrs^{1`=8Y
zOb{6#d+r!zg~!L5f?hq%XfjKxHcYKIOs#mDQ1J*3qew|@ukUKdceRIgwQDSWf45Hi
zwzvDeWHwAYT!gvc7IV=p)*?}sLeUth_c~wR>v+D`IbzlESdXS{Q;B6wVpuaiUU^jW
z?Dy>g*~f*oDFWW>-%kqf!a8yEnqYd!MZDkN*hW8nGk@Ky0fQxtL)^!vGwXW)B6A{G
z^h7YYpT6hH{u6+IymXg9@t9oImCTY)=yCPp>Ex=++i}bqgmd?kjFR7A<5UT^%p8A1
z$>sKca|0ROG+PLhXO|Sqe5Oyy_izo$L=~XRWTbJs9sNtCb-s%!Qny9Zyy4wn4=F1z
z1NgRYe-*<9DO-|=8DZFBu)Go6x(7aO<gA3RHIT;jn~$!|d(Who3v=6ChK~9oMa*qd
zX`rolw}3<hE6Y<^81ec6j1J?TTL@2gwHI!;r!s^7;V8jQY_n2>!-$Mchawt`6kuD;
zDDXh2t3#cFj#?wKhmXplJK?K$#-luP0?JNBl|W$(Up_pw6UaY2O^?Wd7BOJGR43^B
z-U&|tHK#l$h1M`5H~>1c)|4pll_<03q~L!!c|D;(os0`KLX54Z7IBslh8jZ1-@rjJ
z-{0`=z)#3{!E4?iDNf1vHfCb_eBz(@d4++X(-`QT3;Dm=hz1LYj)E88E(zjIP=|(H
z1BJjf;S$=3t?+hJC`Of>em;lH01RW%U>FilcT5deg{tPkw%C7BaBM0n0mF;TS7*gp
z>1H0?Qk0l+PQRwm-JEyr<JxN!VZ#wQ;nsP{J>3HP;uDO#xTp?sE^Ij5%#anEq_!{3
zr`7H+m%!NWrHbMX<7|up{5Z>Xx?OB6VbQWzM8b10E|GSI6dYdsp~q@Ku!sKEGXq8p
zm)dSf)eN~%14UdD1%rnHP35@HG|%%#fN#{AG1NXKeCC#C2)xOnC^b{CDf9c&$QXFv
zj`U0|1vG5X%E!s3_MI>Wo1;pLp#j2aChBCERtz1JaTXt#IgG|i^#hnyLL8*c-AUf8
zc$HjQZF~L5`IH*}ngi4}FS?*656<>c4M9)vVaNn4y+OSH$lc@+zgn6YPRq|&gN2)_
zaGhZq=%lA@S)?_|aQ9`3QV1+ol6tp#XzxU&;s>nEb79WlVnKdAZUPn?Y-UM#&krBE
z)B3!o<*Yud0W>(hUDp14&mIqEik!c^N)l@ZDM|Eagq!;+n_SFn|BkcDLN6TDsS*i9
z%J||C-r}6iPh7F`FW=$JKPnt}TVD?yddzH{1O{F6hjJY)5O(@W!APMt`@zsx>z(^y
z>`MKR^|Si5Iq$JPL!se%*{8lJy|P|fJP^G(mhZo5NLk6v+&MVg=(|S=CHICyP7z=R
zRS&r3T%GUGoRY%X_Ehuh;`TWU8p!F560Vug<w32#G)6imr6q@ND@as)70)fsb^p@n
z;9tEn<4WoZU;M9sdHivaTiL*z>4(Nj>9eV&nX$>q7^9K(?}B=Cu_8Vvy0>d!CbC}9
z{acbp(aZ0o)cKa;&cO-|c++Vv35i!Sk{;61Kp42#E<d0C1j?HBXN}XvVVFerZ)=Tn
z0sxb^4jh>Z;Oy>#@fjN@rlo1=X1<9qFz(R0J8SUd2kOHGgyj#y3t;APw*a5saSfk=
zAh$EfChx8}(wb7;$dEjj<_fzZkzD!4{=a$zQPmhsR8=3-FdBPmKBY2zNgK3*1w7eh
z)zaiDriq6@VI2;vD01w|3zu^WmrE##sz3zm05<j6Y|0J(;)MvnXgLW3{G3IEHY<QC
z_9};(-Wa%M+LvWi13d@>EDY74F0~Sg2t0sP32}%2`FjNz9@@2rU~y4_`?4|`1hT2N
zr_3%kTrP3c5?5?;?qdZ89%<}{YR6J`0bR=kSI8=?)|sL9!=R7<J#Jd1%;-4zXb!@{
zQz~NHbYc5+P2Y6QRR5>%{htQ^LJwf~(l2KKOWOJCS_sz`^!N|m;V#W7#+p*2ME`NB
z*lf#26vLl4^t&;%oBGfl9TaK!9pC~+%uwTbWh!pp$q}V#$3qN9sZk(;x&R)RSe;tw
z^-l-JNUQ%QdoZf&lGc>6OJitNV`yDNY(-NHgz32p0`~co)gWMP6%yE*A$ng<Nbl)Q
zy=K$20FE>+0FeH4wvk~pmw_3`jskrcJb-Wo{($G|zsE`k{!3;exPRiK@W{VI+YNZ)
z$ey#IkU-1EwUA=dGo%(G4#Z0A3F=ks=?GK8zK^;xAm0&eRT-95B>`0$F9MJQ3;b=&
zaJaa9`Zj+0zOu_rVo43&PA0pWMIEIYNVVAt7?sr`B_F|OldVo3sX~KG)Xs-#6O&<=
zHFXzJfdKmKMG+KahWx#ZGZzUa1Eg`d!Nc^-;d8QWOz+O;XoXqhvjCUflixw(k9}KO
zh_A1c_EYgVq5Mq!?_X0<(;ZH-;C%|7*b_Km_^iW=6fZ@g@`Hh>sG<R6npJ+Bk>tkz
zcDN21Ibl*a1KQVqx}J43?C!09ZAss1mYu(x4IJ`4nmt?atEJ`beAK<uduqP?Lblti
zh1>Z&pky<Kc%lFGxw2DvU|r$yC#r+1x6jA>s>G5Dtl-6&Hy_BG16Tm$rgVY$x!1$P
z>!x3Xwak9#KkbXk9*V{s0**c;0=b#!u9(Ra{sZ>pl}<y{f0Vr&i2J{Ig>)*;F|6O(
zhj-Le+ZB6oPx0U5KJ>+94Pam5_nX6V;)Lgm42I0mb%%Cw;chbWacdlrh%jo0h)O}K
zpK5@)1c~sf!Fo$m)Hq9nyrr=x(%K6sB@KP02Uh&;s4Gy7rb@RjAA{2xY-*EBT7Oq}
z{`}JSqxK-xvyt?3Zo#gDG5AWQs;Bm1zw^&-DO;e$@k2-6Dk-=@V9U&Z_sySnS(ljk
zGO;e!$hE#Y^HS1JlOwl#v#%}a_oQg@PL?ro`c#d|-@SsRQ6m^gXr}v6x4K1ktXE=M
z<eZq$-<C8^yo1BW^yFf?Cx6}gy*-iGS@X`oIyoQoE3U)KC46Yt0S+#VPB>NpqT9N_
zbQC;gaqcWDp6lU+!RM8)ZDGEe^Z)P_n%W!kQpwmuf065Cj4ZyntpAwzib@$1Kr{tD
zuZ=ugGCq(_wwGQ$*C8pk5Xz7GNlmCK@b+RIZHxeIi$%!5@{a%8n(+DGtiejMr2Z#<
zo+WQnFAqkKVM4jT$Xz?|`N@^INQ9=n)O|t+-mV1j;Z|Tr$qygh@PjSkqPlgK<5?F~
z5c?e)q34Nv>o|E5*@8_bx?X84h?dZyu`avJZ53Y=B>(H;+~BB~f<6h=G;Vxi={VL%
z#;Y~A^_lNuV0j}Gp+f<X7F;`kQI-Q4S_%RM6<X1d<X$KVyHxj=*|rj4E!0~TinH%N
zDY{o9h#TvM7=Ncq(zsyJ#IJ?_T?sq44?hRk?V;O5$|PVQ3I||`_qDWa-3?qrtm@<0
zfKr1TcV*qH>Ms=%vXw}D+ao6@K`af_C>kO1;DK%~iM+G|0NR&cN66Kq&$2A;PbZ_^
z94@el*PdfONp{R9Xj6iT!QrcB6Xn;gOm+ukphM<mHebHQuYE~zI|#Z@vb^k5Q9L6T
zQA`aQv@_k9Z*2mUgM{BdE-x;>F!YRD93p9(cYh@kc_t1efTHCP!^B0$V#;CK%<W5b
zw|ar&H~qkkP9^2Hm%i1z*<<}d2S9E?06vhfaww&73W*#Tx<a51jo+@_M;<4m{dVsr
ztXuJ&ccAZIcJQ2C`KzeUeW(lwDa|nJC+cFH_nuZpHaH;Av)2x8$FFQDe;lV6`HXw^
zG^VeKH9P3`wX^%0bF15g{`0#jF)?B($(El*TAo_GYN-9=5%gm<Vygd*cM9j0Hs>uF
z8B15ECbEyuP5=9>V*c>;*Xj%VC+CJwdR?6tO`UhGpP2Y+2fTjhVHX_e?eoYvKr8qQ
zT9Z)ODO}ehj>|zk7ekEj^JvC>4)`5sR^;=C@20T`THNTjl<{vVUI~+*p$lNDuwxZ=
zyFCohRylz6-LOBxp1^Q*D+rk$hzl=Z-{kI;N<+vI$RNND$h0PhpN&*`8I!VuNc!=}
zcwqFAaBziz(dvH39gt0auFHQP9m)$C{<3W#ymCpHZL5tft}(#2yw8+}-d`nzawx08
zD&cBsqTx30)k;DlJ87WH?B?%G6-Mg4!R@_#W0R6Ux@e#pg1m71++V!&vmX<fpkhe)
zz5c*!;Jh3Arn*R`$P0M(cY~I-{gB^1Ij6$gkHgm4yt=}Dx;yOL1>h9D`@#w?a-sp!
zN<ND3_~8d5lLsSmqHVP(LKfQ8!3=2%YU_cN1fkAR`|6y7maY6bzr4N%lH<u&)t{X{
zi3~%vstW*MiGR~h7)_q=t3qKLjw|tuLbqbxz3=SRv6W_L&*LUj6k#orx_;k^spIe;
ziBlxSUj4ko;|bALn+K2U&9mKyQ8cj3P8xsu;C<r!Bl-HyQs-{QMDu75rhd3>zjcwU
z<)PRfwd3CPe!CGW9x0byPe`lE0x(D2YK2J>7X>!aa-aM(N<jcd3#gI@r4a-#0Uo!F
z1&QKyVJcI&=mn&{M7P}6ldUt``#gP))Tg5L(q&<NCHY^BXA2mHx+*r?s_5y2DXCN{
z=Es2ZOUt>IIn;&c_v~9+ICU6Ml%e1eew{G$%OUv$Pc8>!KwbN3WMw;eDz?}&um)Zq
zQhsptKxC?-!%)I^hFqD-0uopmp*#yGAK;W2BKbk6hJvdi6)EHnXqp#kh$oNZE-pb^
z?^FDTl;MZl9Wvyzv#JSC#DC#<2mpxLdjMpPR-0QwOx|oxo+$kd=(PteOlpzJcdu?^
zfk4<j3Fc3Y5+>~IJqh<fKd)J<iGqufzq#Fo)ihOm%xnA1YZIhtMP4!6Rl%7tTkI&L
z6X(hg<eNhW-IdyhbJeOLAB8^h7s4lKd0|}b>`09o)T6tG*Ws!+z-qR<VFom+>d3H%
z)EIcD8hbQ#SPmEH<#|MSU<WA6hG$4T#W9sXiu^GR?{nT`Nk7BIt!F6k1qbMxm*Ce;
z(5$q~M^NS?Wi=pb23mkmJ!NNW1NtfUV(K8?YP;2H8%h2MfwW@kD88tb=V|~n?O(dh
zOSOaoK%l9Kq8LKKYI<Xj^~NCTS9uFW!SKkAtZ4>SZZLgjF93QI#>w6A-H4pwm2C+9
z>;bXxgJke}7(i61J1xxt64Cyt={wT{AM-;W^MuqRpDH-k1KM=^{q(h&+K~k@1uxPU
z^>pfM@BvXH2!;mB3;*LWJ+_*JbWvn#etQD}4NJnp$uI!-?2WBEc!`V&+7?Xikd3N%
zjGW*Xo1jmGL#yG96Wh%D5`jHmZ$XI+7xzGlIg^9yp;-JZ4fMN81)cS~TajoSK>P*D
zN+=BZQ@dGdrr_4#iNm2&SXp4sGFy7KvTZttFeyPv_w36mMezR017>+`{6K%r5Ku0*
z=!mI=>?#i3B<+`7xj*yd$!Yc5ZEg9@D_-U*5$`;<IhNV(SPyN#SS7%SxSms$vUf1j
zT_X8Vn}^WZ#^mFG=Af$SlS9=%8Gsq_FtAxMTWH|`?A~e$y?gE2M8jOA=lb9*usZSC
znW7Zi4*6Sqb9W}U{&{hG^SAqb5MP&%ds2+03X`0aTva;Jhqnf!-9GoQyNP9UJ1Hvv
zY><(4e-*rOxU`Ynb?_hUyT@!rp9gg<K4gBCyWJq8{K~=a*l%w^?cR{R-L&;Hi+c~B
zywG%e_0&+)-L$OOHzB{OE;%{9XQFp_xD7S0XT^3I`dQ{<$Z$m~HQn!j6CKb~@gM@y
z83Tef9bT0?kJr!+1a3E=B!s3BZH#jmI{$f%Pk@6vunUifV*MAg3yZ6KUjR}oDRL+%
zqDg0aN}}L`+JMyQ0pGj|YJp4+EUgxTHdrQvW+r|P)k1t1;|dFKr+WjhN9X2i|7(;^
z%&0hR$vJPyJ>RN#+NyWis(0Sv!fb5RZ~Y0_usIK91EOr47c_4OmFI18P+Kguba*5n
zLsG(DrM-Of21)*16Z2hDb>iHbIXZWYUXxeQPd}m31_@|@qEu!$)eV%vX`HG@6kRYI
zR>54j8dB{?tojd)1aYZ{^&E|XHrgp-Wx~N)-W58&)jvEcaqn&{*$sAC>UCKT77*GR
z2GS2;$w0(61Xce#pmFRkm-F$nOZ5;(g*YoeZz`R0!0`+O_FLyt7v|~{n*9K-eilCA
zvz%!&)HR0MDeCZL@&Sx@pE-HX&$KU+>p>ik_8Sf$!5f(xHIUjXQm@G+mB}sDae<r6
zC~3$jInO8w&nW4dDJh(BLc#$t8p91_!3BbyL<YtJx4E>1*Hii`K}$4V3XeLz2kqV-
zW~eDaT82*2uE71rbMf5o#k9^lSp0N<kwWmfl2^LLN~`9}_?Ov+NyCQ6z-2S5#EcqS
zr%D<PuPG6!-~bq6q^)^#7?)-pB$^mr1d{<%NDwfEY#_`!D^l9Ft*j{lf}&uy&wKJ<
ze1&nWGlp4Jxjj-PqB@!y0L?#qKpl20T4vWOOmz(oSm3%~)kox$>a#C44M-t%x5H46
z=E0<4qbST2<l`E|wB9tu++sChTEO?~jXj^op=kW)y4_%_%d<;*7!@aiPFji6C0KEW
zhPc@41UZ4}cYn=_^H#~_1r{<3xK~cW8-HK9EEIoe%U+KN{(vApv%#m_?HLxM4OI~%
z!)&O7B*sH&Y~y<0ozHdCeuJ?EAVf}sT1L;5W^SF%T5WuT!EI~*&OI2P-5gYS$6Y5h
z^)jv|Nb1+&Dr&h{sRrTm=-Y_l=^53**4PH(7He^~*nLWZ`yG`{Ak-5z6L!U)TIldf
z{Q9-BmG5E>-9Mgv9|#H5dXxGf{2*q(w;Ir6OL6?H;*jwCU_eZ$$VjO+OZ8C8h&aqm
z-SHL0u4`UXjoNx@IpeCgE!~3~D2a;gsXUHs6EJPwe@?An!scGkKCK-%Dl<L_+E<Te
zS%8F^+Fc6gx`ko%QnO@waL5;L$V9!-y51_WX)W)~LTUqYJ_qE)ndQW}B*d9jd^Rh|
zx&x17N5c7L?XO&VNp*1De3+Z*{GrNt=iy)0mnnMaGa|hFrxt0mJ|TPs8i867$m-W`
z5FV^IObhzPN76K2+^Sh>`JK`{X+S(Himo#&oh!Nv@GYG#D(Y7An`>dOB@oB8!NVO?
zaf?J^EwJ9v*3}qy%%8Q2JqwoqiKDR%SeX8hYwp?MyLJ!hyMAx?M|`lXN&w=E_~~W)
z1VxXc<t19Y(U}C?E?BT+`y>bbGCqCc+r{?H*y?0_j?3+<!kiEK>(=7a`Q@%Qp_mR7
zGOHE-{gB<&Mv<Hn^MTBp48GL8Jff1BdVW5-Empi9tVBy=yIAK*#><LU&{wbNAiP}H
zzBNF)Qnf#Hl+Xoic2L0zvidBYL&c84it?Aooh$FgsH4!PT>hvk=|lG@JZ|-%+km`n
zt+y{spezu`s7aqD{FA=}fK|y$n6IM%adG#-UgqZRw2{RILQtXQ8B{|79yt_|ro!Qb
zFDc)paKZqzZ+$`Iy^|1ZNnqVof_fJ~D3BxVYhF2kz44dj^w8dbbu>L6JAYhyc*|rh
zOLR#2;oAlQz4SqS&L5big^kms{fMxH()!k4PUu$!R;poEZuM3^^;RbA0?3<+!U~FV
zHx&h>6b1N21e8Ps{uwmo<amX}r-o!l`=u62rX_?RkIkP$bflge*?A`BejIL{=xKfA
zWN%|@`^>??#@4~j)x}nz^O9C{P-T0Tz6IQSQ~0n=MVtkGoMOsD(4%dk=-9K{=1+T*
zB36jdUM$adB~iRgCj(K0<JV@&eP)1o&DLx=p<@kZea)DOq)cjEfJ}-Fe=Q%UZLZI1
z)Ix8P@CU%V5^EJF+I-%B2z!g0uFiqck9l5F5KH_A{h6o-9m_!(A))K{L%iAeWtt+{
zs)!X3zXMrb{gqA_F@7Drl&|#V>t)Y@#XbG)1Gxs$#Ab)G<Jjf67gmft!a_2t$(F@)
zjCZ&6dAo6Z=YPt*k3mM|VTBfPef3<~-q+>-+M4Zll@Vh6!`Wgw*>vvTN_uZ8EY@QB
z#J{rikFD_u<%1vLrBg@7-l=^TN2}h?3vWAi85h&u&|`joizUjj^BkzCV3uNUy>c;E
zHMDbc^)}IPHggYtYo*C`ffHUrGzAUB`9VLT#qBObF(1AVsYobl;I$Whs!1aI0b8pk
z*@U7^#|agB%1{`WLkArC2l2pqA3NKW;1(>t%nXpYQh}9q%fChvR5FZL0hg=i4E`2A
zF8#1AwbTh~gCCI~2j`VC%)UhjlCZ}r!ieuQP~&HuMq}Rplt4}-3O#ErMyT;~Z)5W}
zj^_|=UkVGDx`n>_H#^OM1w>Q$0)md9O9x1oH}~Z-@etZSh%m<A0I8w?gyn}96;QU*
z0VS3UQ9}!n5sOcfP)v_cXqM({zfv`FApO<mE_w=#wAVq4drw%%z)Pkt;7pN4;w|qZ
zLu$1gY?&g&f%QyhM-`oQtfZ~Dya&69_(BvFhZa&W_c^0EG66L}h6$m8roQjdX-}h^
zY00^S_5Qj9uC|=sYteRkJpALq_%SHwkUSm1PH@Mz!8m|$_x~MS<f$<|VbO}IP%!A#
z7l9LvSA9`SE6ZKI|1A};*u$v%yQpt=Y2WPX?eDtY-}SM-%X!~i*Z}f2_FAPtf7geb
z*FM}V1mNj?hbF@+D?==77&QBJ;e2B5wfxVwJ~i+)d=t)9xLFH3McJz1)F^P5LHFYQ
zb>;kZpZMu*RS|9Weo{&XlM`*66@aay{@0X4SUp<x@E#!)q-QO%SOPwK;O|TdQJEXJ
z;Iuqjx=BJkW+9I5+$155AeFmpvARDfe1&j`g~pUOor=SIjvx12z8?+Ga{waDY|@XG
zZ?YG-XNCOflq{W0y?Jk^1^oqsL(sl-38n^K&qBT7U%>6&mWfon;4Kch38Xw~zm*Ys
zogiMkLib_y%TGnE*$xwR@qdtHDmCF;ApFv9V;F&207nRzk}o1z3~Ab2?Zy8cpJ{wL
zXnYnB^>le?>wJ4zEds?uxFHx+D{gN)MnMFq+{SgSr8+k<LI3HF@K#`}M|#X_DxH(-
z_$pmhNg>W=Z2tAQQ#B-}wI^M+FI~1bUG`?G&5DFB$O!r`xRpBEZ}&(1d(GkZ+X7>U
zd@j6^Sb$@EnCIcY0PHC4Q)(6-rZV|Eg^539lR&Tlqe5UFP_ge>rNCJiNdVuhZK{6}
z4|sqNcml@+zgHBzlHYwz-I5K&id}`@akl0apOTK`a{}rJLW#N{eIcHF`Y8UW)k-+F
zoJE(ZYdks+7)AJ*+ed)A%Nx)Wlsxnr+y$7V$kepj%j~#Lr@jMWIRi%Ce%=*^#(r)!
z$~J|K?+P2ys-Q)II#>)6*%ai{^bKy#L%~~ye=Q;b1^8sCN7u+fyzMlRnLsG)&s!8D
zILtJ1XX*hrIMy}+fCbPu?6C7_a<@M=<p0+ZitYo^?O^3PAItS<5RpEr2^PRn8HoXA
zzDfwPQwj>uodE|f7~2xs0NKOYaei0X_q#ttgE-?aK_}b=O;0!`R(QkdFbntDbG~6B
z8XZR{cE<`BoJbwN389_xTG@BrDbJMxcQa4;*OC~G{15)3KORH&h2lOGFXjN2oyuJ%
z(Z5TcJmXhLs9R{yh{d}Mmgl%n7Z5*>KHBU{{$hOUFKaVyf{@!mhLq5)+I>QbH_^t3
z0Q@Jn<dGI(=a38i*oM0Vq<kUOzcqtLV8aVV`TFE#iZGzXlv4mz8UlJOwR^4ReuMc;
zGx<3M1r>I<rL5WeIELL{2GcJ~ifv!y`i@R2j?P~by_F*^TU#jkyyRP8QH#y9vdaOl
zy{QMJ@X6emDt<OcO)<TAiww?2afw<PnE)UAmC@Gy`@W>W*Jm2){npP!ml3uf(fc$W
z?uTEhy;!0$=;*nQPj-%nRfehQia=@>KOVg~R>?ujIr;4)|9RYj7#0dzIy}}Z0}LKv
z5eeW6U|%83A3Us3{h5ThfNXds;33yRxz9`AT*3r@5mhawRD}OIIUx&hwcGcRk%89x
zp{3Wi5M?JdJ9OUL;Q{RY7IL*eA*38?k~hF8dH<<Mrc+O6+EV8#0B9kErZe<FX7k||
z7QPlr`qxPdLd=rHwoU=4EsZLu@}~+uCKjZD<f03`8^O!RFO1F^VVMzqqz?YTt_^a0
z^dMXqF`%*Hf9<=?`=UjYqQ&<`?qqNflUrPrxNKCl_?uekm`dsRs@ew?m{nTWe?y19
zZ}pJ-m;P5>2Qju{DYh?*nO?3NzLgYP_YhmB5o6O@l}IVIyLH?0v-g}Ez4E=Z!1!8x
zL*2z|_e&TGnHqwIp6t*abx_Bav}UoFg#dNhs|YMWoT|{I>1QMV^phx>7%ZBILIM~x
z*Uhl#!RF2$jQtn=G*+eeJW5%N^dn^Z;Pa1V8_rrjqjUl{J!BL-ZYg*uD|qk<c}NJk
z$jb)YR$0^F#pC?0lM<kZi(WR0kI7$UJwiRbq2KZ-@l}K573NNs9ERc35E^W64JWJ0
zBT%pwu9X<xsWJ*AUUrJGXlXX`*EtwFEFu~x*rfpKXs`R{xc9b21ab#4PMTqrgiBfg
zVJ>TbDrvovSH%Tlfw%H(tO4sGL^X5JFx~Z)LmSV<d!h+^|7b3e7}Rj!uQ;(^E>Jb(
zjpi`c$ld!$_`EogoEGtW8BzoS?6x?>u%g#v>-s6&phrp2L?oglFl1W6lxW~z2O+2f
z&)@|o&+!$K_yobP<mAA8`dy;WF)aUIE->LZCy)#(F?ZyZw}<;k%r1fiXK`OVV>sw2
zkKu2zPCyZw#PK6)DooG^Vsp2SFY71HIt)o8g&3j!(D=txh);A%W*mX_ig<TtGWpKH
zy-WFe>`ajF*R4VO^-l+<FYlSRaJgPo7w?9~m7=9nnx8!O%D=I9|H*I4S9g+BGN{fI
zuC%0a*JW^2Ww6jb>5B&Jmsz^;X?kx`wHU7I({S^XgCvqQ`v4)U{r3UKZm~5%k#!18
zh}w7(i{$gh)a;4`HkB0GLtd)pcS2J9-6Q;(Bkd7JY7uYM1C|KW?eSv}o{z_`ZoI1N
z_pKbLmesA4ye|$R<gi^EjS2~;Rr&<)g#C#`NRI}N83&Dx1umEvu>c31w3fKimRgsP
zT9=$!mx?&E)U1GlW{22Z6Rd$ym#J9CjQIF{fm+#euNvnN7P^<?pUKWJ273o3As_I=
z=LP$Pqry%Yxy*O<CJFbU8iO^_P2(Y`(a8A{QU9uDx@aU(FB&=L_FtQPY~00}!c~<G
z7i`mflz(|uV!`IO&qZfn)93b_i8*zv9mL=9kZBc;KX})IEzdk;bK1t=fG?!!O-#B}
zXq^MjZHQs^19!86Lf}icmBxm|zn=N?LvK(#tvlPpmz!;Sf`9ko&gOV_ns3i|dzS2M
z5sQXiyI3QsF4cwbxWl2`>4KKEHTUJ&gWrFRGGXhjts!XOT%(43ubFNAUA!OYVFI!H
zOE24tbt9?aMKWCm_7X3-dtYSE`ln{fQzxy4hKN4FasLXvq&u)D8c<bga4l+p=;d<J
z{mw`~USAPlv#&~k0b8Y$CPGyGI}h+)$57Dl)K3?_;sdO@6h=gGwLZiI5jRO}lnOd?
zc)j<dU6cn-8up9<hNgKvpI{(yk+=L`<>}BpGi7d<3%{I2btL>-&EDB))3}jna;fj@
z8}q6p1ELQEk9*sacu5OvfX-!0&`w|wxjOs#_|{?h*oxJsz82GD-_MHc_Recx<bsNj
z{vxuuDpE!Kx4%eSFT0~$uP9g{cOysqmx@@sicq_Xf+A8uQQW)_a3X5a(rZ&w>(S6e
z!=RCe2Mh<t`<|W$?iIeZwbfFxHPS$<g*<qejpI)`J4YHvOwM`R%mlbw44^7`pLpG_
z9!)l8*i)#0i3o3^{o>FG{ueTe-)%lyw^L|-fS4pL|C*P#I*07qY{wu7duK4oE{2(W
z_JDmlu3IDIU!Fk^`czyQ#hVuX`vxYFIZ90swF5t60N|sdJwI%ILuuy2yY&pAL_BV1
zSI7x?NwRgboBP53yMHeZuv$}t+mDXP%cc679dCnvdnKZtO228cXYuY;UVE!Eb2lCz
zGZ)21@m4IN$TISN3q0kOvV^DT?bo7GFGY*3MO*ftV*Eap_~}0VYVx$!<Y_R2(W}q(
zhfiOPnY}uZfAz!c;mIVSPpW~X_)DLjJ)77X>x1?6I9B^pwnA@K!Me3;(kq>ho<*b-
zQ31?edqSw4dqPco{NzJe;=A<bPx-YCnGuyWX~TwH!%u-Xm>r4YQ;4_;FH!aGh$-b?
zV4C<h769+X*uQKJUx+sSc;H}&1biDERr{fx{|L!~o#1>`y8#oFR&|GscP)b&pjKKS
z0K8F@D&b=e+Q8q2l*9LL{V|&KLtA8mn(n4I(7I;sl)4N(eHgTaplemx;E@_Vk_3@*
zhR$&)seGhozO`pQJTe?0frpvX@M}?ONE?ycFgZGM!bIVxMNte6+HnrOT1YL*Fj_b?
zUF5Mj65eoc`zR6BN)r*oeiK+)EN)pYu0Pz|d&s>&4bHnY(I_!mCqL72n-6{ic_+`A
z7OdEhtcLWncR=3qSAh6f>IA#@qo^vwP@OiE8Zrzvtu$14Ttgr=#x#tY&a^Qk;eZy4
zuy(}?1J^ApAwJ4EfeGJXuKzBc)=NE74Ja|9a4n=>N@4bmyCBuK9!&!NER*U>_qCU9
zaHSNLy)XLozNkE@NGzqbol@Wm#S2*1O0B^2LV@Qs(ywbod|CF@{fYOVv>7@RpGNt8
zDX}leX;P{Ca<lR4wftt8ng)>uiU30?I~0~q14kDQj>VtH`tziFDayRqmCs*S{_l@+
z-F(o)-zsITz}9W^4RKML>H;x?L=OOjd!SkFxyXL&@0TWwrP!Kf;2Kai-Y;IEc!9yU
zY#@H~;vB#A$m4WjGF>p8&V8+Z$SGbplMu3J>`)x)W+P5}{oX4k${4xSmxsXOV{T^+
zPrjRihm<0-e04IY%!whpk^J!E5Mih@Xz@<D0E;#w7zJgz#zrNR09fW|C4SVZw<0is
zrrA4#o>u{lcmXH&y$W!K*gzyXu@hREpzQ6|!1+fs4BH{65rGoVXP0}U$_y3-&Y!B1
zW!Cyq1y1_5vfzJ?OExob8zWR0n^XB+6I#UFUJ4)!kZ@_Pu!$s;SD(3eg>y<>UM?J<
zSjC}`VF@YJI!F=D6;XBq^5tBf^&Cy2Y-n|b^LyEF>E3kdx6(c7(mhwl`>%##b3P`s
zjX^cYcuOZ9^~Ky+4L7ABhpSnd3cduZ((+z)!sUST5*$riWe3)=Tp((23Rjl$m1dym
z4tpy)+}%?iV_Dl|$*Nt{bStb9et2i|DL72M0?hZJJiT)SV*n+m!BVk+5m)*JHFN06
z{{?~=JvbLVIBmjEIoJi~1U~2n)&REh5wbsuBu-Fb7Dd23u12S`McW<UU#CmbHzs0O
zL9~1;;ygJ>KU|y|o>`5{eR0QkZO3<M$9HANGi3j4^5|^x;B4yfY-<0^%&r8x;O0va
zO~zn@Wq~)+)$aVV!@||>tHNn3Uo^75neh>A;7(H%<Rt9Cy@@_Zz(ymS$Opa4f`kXs
zIsfx+(cvMnWS%Hwixsj(-!izoiNHg54Zws|Y8OC(xQS#P5bo<n3kD;F)e><-Z4W~Z
z!NdryM`RD-K=n`eN5@x%!W9a2!P;sxujl7&`R^eLR>x&T$Xd%5Ivt(kNJ#>U!;Aom
z<b~Baj#Q6M5Ivbaq*mIMMk-Yag%mH?2(0^O9U-u5s&^#$*#;K6(1~b+1tg6LO5FHH
zhL6EQo5pR;wb&1I!3HQ&>pRFk*|yEJ3=cgM@N^_R27_{Qppy)B`+@iTDN&6076o6o
z`MQ_IrG3Fl+{RLN-1ijh#C)fFtj}V@a(*?{7xfKb-v8>&n(E4Ze`PtdSm^7J-br>k
zmz=DGpIhL@_QddHV(v(XdNCD5|CnCH_hhifTX)omWMGz(WyF=9%E8RJ^-83tjqx(n
zV8fn_s2YC&17bVo{f0Ueg5nQs>_BO();rh(7(@<a6M2QbPY#n?dgGBX|3kLY(yNK=
zC9a(?+_g&>uJtakgEx4nNos{dwT~!7(PSiRs=sV^IDZG2iTl|&LJ!I9p65`U0Xz){
zVw>g_>aa|~6WA0$XCkQH>o&eOu6yq+@>VEd+HEt^&)z~O8~_PbIS}s%X#v6l=TrZK
zz=r)xv%+c2*~P6@UAPwBKdH%q3>Q)>u)%?1@J<N6O{9HF5#+}E9&V&nQ1~RN@JV&D
ze{3>vCXTB8-5ZGjUaPzvy%HmnyyNuW#WHl7EaV6Ve<=U5>80A~t#)VJP|Uoclvx_z
zFdESC`*q{(3ohqV@0TY>PVY*A7{)L;^+5zRU0Dc#ZjYnMxx&7ISW*)J^uPwhh4H2+
zbcj%~*4{hKHwAa!6y1CCOyiB?Kjv)vwdLy%I=vk54;=8WCY?`BIs<(=)qFY)-A3<Q
z4jf=jqtL>7iu?`)3Z}?*d{sF0^Z#3Ezi%X#RA?ch(_)(VDoPmmC#yH3@P?=UXMes#
z(*~1!Po4|TlRT;^EgS!-vOw%Ie{+sP&IxA1NKUspQRfuXK&A@Qhtt1v6Pbi+%^cnb
z%rG?MD&o!}ImwKBb<F5t6Pi`ne#EFs;4kv-!vBE-5P&X;ENZR&ER6=ar_OoAi;!js
zoOs&G6v+ny_QxTHP!uEJo3&=9Fh@3Tmy&^0PsLo^PIJ)<X$UekBrZhZuZ!D>$q4GG
zqprgJr*Rzb8sPiA2CutQ=z{pFsthNDEVGTxKO_yCpDBF`*?1W!H$iYJ2|s}G7l3S;
z1;q<4)rUq7<`DIVKr`m3qvcjC;cF-OvV-p<Frtw^5qQFh_xE2YPHxLK!J!qE4?CiM
z77OUd!BnV#k15+q(%<vuzn<UD90GRryl1mE2tH+({cUUd0e|LRmIpR|Tq&;!AHV4-
zmg11fR-D<ZPerHzJ!9B>c=VAmp`p5Gax`)?De~jW{z2#PPy9k6K4%f1lNe@g0G|LQ
z0uNmdG6dB*=-4f~l7ltv(=qLNla4!K6&CM}&FYKH7>H!ohaq(6uj(;yJfQib58Zfk
z^fG?m1$xJDb@>rsOj&UGuw$L(LjMDHQThGrL(Qp0Dl?maG~PR$V3m@GgoXT~rTn5l
z^mUx2&1R*+Q!c?%rNL%5h-Np)&2C`KZt$XzUSs*kw{590TDN}=Ny^@+khtz$U4~(y
zgLTWi9M3|<FN$YJZM1%<Uufv8C`>B3!tu({<Lw|@fhCip<@Fy8CRx7UzAR|g;7_J(
zffh$y5lty_&iRvn9lf&m$zI)9%eV=wJHZ#Z!#>Qo=OfcJK89D-AHfBQB4E`)k`u&D
zcOl_OG0nynuD$bsyuI{~#FxbvFZJkW(s=5Xr2KpxHs-eXeXBaoa!)ZU#DRtXzj4wm
zKXblgz4iF=%?82%lB|})zj~C_SDrIqU$QvJegLalKu`?>cNLvW`^#O7Z+~{j<i}Ho
z`Q6}!zf;Ldz1UolCX2|{(<jl%t9$rdtXGY+WTayVUuBNA&N&3&>+3}C;4C~O4_QHJ
z%VUllREz4QV~V`;P76sUpW}nvwxNExc=uy#_Wfs}fdHRdBsleI(O<UtAM`WnJ0!O_
zpt#gn^)F7E`&aN(1wce!P)YtgAM@*G%YTtgUl%AjacqOWgamo-o&9dcf%DeBS(YM!
zmPP#M!@4{7NpqHm4*%iHMei~J`$iCf!p#PCO|R`_3j2JFGNtrz{Dy~q^0QCO#X~Gb
zvFq0u?7O@R@5u_`#swoxIw?~+!K`;F*X~iRXi}|dfF16EpWOokcrFn%lwOaXT91L@
zJ{?``(OLZdDUFB9pXH^%(ZSz8f6V|Sr?3dYh!Dha7*)Xc2m^9n=_?!^hv8AV!;wiU
zP9H!1$8#speW+OpsJ)YM_TlEs@Bkq7g`zOJwZhXCxay3RrS@m<QHops+G7dK4&>YY
zckoub2qHK*hmwEBF8dRr=@2Fcy;_T36Wc&6#D*PThYqT=N~!LXXKH-vSL~Z^KhhA0
zkEv_SE;tuEfeqI)AkMRUSj*a5J|Ww8<b)$LcZ*L0vXnQ1G`sf7fT~yIk!J3?ZpV=M
z-LlDhpBg&L8oEFElhE6<;lAdMUu6hWZ|QQ2q9)&K*V;S$zpu4U_NvSRX{lAch7Z4z
zBBu04oJ)4(*DV~s&Cl=8o*iv}yC(0GR+K5fS2j}fxn}&mNWVbuui)UXyT{KLKaA&9
zm49F75?tjeSVh>g@T{>QSd+Hd-tVv_BbXoaBt6=(D?QV3Io0{YaQ_cXhg1A6J%sY)
zZ$nMv<n8H(<mcywI(NgRuKC+NdqPpjq15$pCp=2mzp`dBag~FY@;dQD)SPyu+s{M>
zUf$oq#5EpEK|QyK+CeoPh=r8-i^`h!QH4c4Sn6fOKus(VWAz}r3@xfHj73-c#;;z6
z7Djw7EaItvoI^!#YXbn_$Kz7P;H6+vPA{;k2!R70j)h|U2aHww(Eo~*YDlerOTekL
z-*9f-tK7Qg+@gSo*Tejt(u++3tvc@qbnc#L9<gmW9uFxASs<vFglpFqI)^1Y7XT7T
z0r&#KwNo6#Kd1M$^${wySPl?(!J#qIjxk;lC{xEOBk@C}ZCWTs_|)UpNs*B_P-}=l
zf&Y&3WA<P0f%9%lR)m`TZ@xe?=^zdBaU-^xBX-Wf?}+38CaUqgB$NTEf{qB-m&G4Y
zhGn38!f#N~8G#cUpS;Pffytfb$-vSPEB%O^(?v5Q2{t+Zn#%o(+=U!vQjT&w6M%7j
z?Y+Mlh8neZ8*^|Qd-igC)pdOJ#rXQmF&1kV%pK;prMNuZR38k5SahvROx;#=-Ih+>
zpZ?lE{jys(WnB7ysyrH#B<5B$D71XLR$MIOnIrN-K*d>+-%V1&<<1RPK>?>ZG3(wg
z(%WPNps+?9!{i9<uP<ZAFRpK+CknXb2KH&QDOmO{ttM1j%__X^rkZm$qj4v&`Y%oS
zAR}>iUD8U%hVVk#o|SL&9@oZ4{7><_tot|Hy<Zs5e==&Ge!3u_lzr*p9{wn(m7g?}
zKo@`7&~gFc0#LyAlO5V<ui8`c3q+H%>ArgbbV-?n%2I2sg06jUoe|ilLeJ~QJsqPa
z+Nh8HEe_lKm>>lAfP*d&6MmmRO4=}kSyd~R#UCk|tf>FTTmO^2fBW9!$xQwfM}3bS
zxHz{u=X)h_{Nmf_EhY^!@>h9iQxwTPumm0QX-0&u6!|ElSUUk#;_)iYmN|?LW8lsH
zj{Y7pX&Zxzg(6QoTqD4z-5R~YaJ%m7P!5m{j0Qv<*7_Ner_nLc6|%`b3amL$1nZGP
z`;kxf6o<L`lV7tndrRZ#7vb-fG*tfw$MP?JEC0W}M=loGrU@)xv{0(Zu-3>eUXY+S
zNCGUUL2vc+2ixPrE*96mbK7co0drpLOEsguE6In?_{489M&3`-O1gXP%R?rXn;hz7
zYRuO|!^N=%v~4eroNt5Yg>f&Fe#nAAs_&>-u`iP_5)am|7FBAqun!kN6VzKZV!?Nj
z@OHVoHX<-!kC<gCpq~=)5MIE59qdAy?}$^10;3iguT$JQJerdn7(_UO17pPy|I%Ae
z!}tL0HG$TRK>Hc!(kd?Yps_}9GTv><2O%iagTXdty2>T_D_x#^;Z<;;6ce9`VOL|;
z)5-Un3W@NY3PEdTqdECjvWvjL==Ne8OGb&Yp$?1wiVA0frbg!8Y83~oMe)K*kQE@c
zTVGh0M66nCQ9X;0T9WGjA?doKss8^z*ShAt_6YadRJitbue~FDY}t~LJ+iKA6C$#A
z64^2<TS!PHJDX(h?cU$J@9&(q<M5w*-Ph~+cs>>$*$N%xb#Q3VyF@0S)FXwNo#Pwv
zP!Kq$657ZRDOcg|7}q``g2ni0KzY5_jM$gC11C03ab8IGpdnvJh@!kL{w;bp?jVAK
z@#)O%!$5XFyn~^<lJJu?{UgXAhD7!(at<4E3BXJywRjpf*O4Si=Yyz5(IV1oUe!>k
z(g=0bZB&HDFpND!mzsbKnDK`}PV~Im!v<#~jPNW#7P&G1_qpqz7-hYL{_dU!E4y}g
z7}hdb@1zznTN}NceOM&*!(2vgJm^_<n8Uk3w{mpgQy0$wM^9%z&tP{?SNA}l(8u<n
zA?~4Wj_wY&j&A~OOFBXtOPuPD;?Z8DO%1@JX6?SH571ptBMSnKmnATTpq|(m((027
z=%EUc60sc|11EZAU_|;Ilf&q^6C>#n9?`(4?us~5?pxv{4p=IqUIM%r{nI#GM-Ru|
zly0awGmFY40Z^iwhX#;C#17^k9pXhs{GfAOWa=m83nTOda`iznHaI|CnS>e&R$&1o
zvJC9oupux-m^M5=W*pajNx~(})eRX?92n>v7ziKW1RNB+7~b-p@)c-96OLo}2Z-hg
z5eFCIekyAG5-2Q;*3#|c;iaZY=hudV!{eJpUo^+s77<WBXe+*M+QPUCgll@$Yt^@I
zymaxT)M{+iYG~E+uh;XfSGieQ%idkd__{>WstlPj^ppw`*78W@^9Zk?^r@ocCiSX0
z4Xil^nmc_x4tzb10^LZxJjqXXz(*^0foYUNm9UqNf>#s1rfv(&PMWTCj?xmY{5(Ez
znNr9wkT}*KH$R1oz}kr`gi|cMOnZgMp}fr}6>BGbe;|4JDJYv7uWEq&(wqEQ!}Dhi
zI+qPu#|~NK_NHX3CeK$UpVLa}q<15C8Ub+ki#aYI&9DDkSYLr(U#?me<Xt1XZQ*~`
zoSVPh+^+w{PpKFXf*61=mUCj|yCL7Y>w%<!dJv#47H-b`^y5(?(5tI@=?0a(Ed5C1
zY=?>?KoBD+_8}6T$ocrW5_Le!d+LR?{QX~DplF}4Eg|s)fEEnY4hSA}q6CzN0ru)-
zY5{N>Pkm_wf@(bjGL;s#?uS*qrfZ2tWdN~t7?KYv2C75?@c>SE18s&;O@xWZM<IaL
zz4zZYzV*lqC3U2Jh7|Q_Xyhuwp4_;%E&l{UQc1S<zC9-JPyI$BvINV{VWdMQiQo8_
z9eQ$AqnVyu11fo!Ytu5&%67tDUb@1f?rE6VZye+RB4&WEWC^_f<5&`Y0OkVFYI+$c
zeL46&aGxgrp4ho$`Mx2jLD8GBQRLbA@LI<xkXcv0=kaZRuArk;3LS`EmUQ&QPVUXO
z&WSC$KOn$dTwehfsqoV7ah5ukf_xCDytFIZt?7(4m2-RKB7pNyIs7R>G<DbaOj{HP
z6<*^Ndi>dXIQ|i*`AB@B{)<AL=K$G}uS+#p7OnqAeWW|bfFzCbJ;Ig~D1!ca`2|>g
z7-lybW<>6A2;)0Dj{NB#bs8LT9vpF0(|1x$c^mVhJerD!=#-DpPwi4X4lmrR`k+ZL
zpn1eU)zR$v%TWs2{wr_ZUM7bQewE*v1O?!*ZpduO_+{~H`Z7I`+y@K53S?hQTMdDN
z&LmV~a_y8yHQ`X=S#NdOgn{5n-d^1VyTX`?eiOrWmtRZHQ(Nm3>wjdSD-!I?2wKL*
zRHgs{9v=y=05LxAR`_l`Ay{?K=s%)w6Lh!bwI_j;>)#~)>l`<{wYMDAVe=POp;k5R
zbNh`DFS{Hq%#`}bG3uH6Y2hcuGs>0@LC+H<4b?eI6}EkfzOtmfJF6Z0dM6#oU$~x=
z?l>_Obp9QzWB5sW%y)f8b)+Th_0J#uMZ$X6^&b<9Li%Ce&$e`2!XpF$k#{oA-)`rd
zFBkB(&P;T_rR{*d@DG)qzrPJrWO;HCRDF3|dDb;@8rm*?aC)?f>_(=N#d}V^?KIEp
z{6Zv17@!0NiJ;xwmM70ZZA2qNUlvw8hOjFIQJ+7O=mbKt_N+TjemCnZ+SqK|^r0Ww
zM8TthFwfyYl4#V95C>*j83cshJ3-p?4Wf;e+((p_qpbe)UENQEIBt;?019@@Rot&i
zVN>2Nvx11w_E^gZDB7C+`l}OAi~uBE_pOZckw>BPVHaL4`yGGx?$8$OC$)AdOrA~h
zFOlSKNNE7*Wfp!FXL|Ln5*>s&LynWh3&DXIak$7$7+qVl(ki(AO+3rS^ZrcTz1eqP
zY-&c#`M>7h)xI;PzxPGU<!h3g_VZeugm>C0_w|$b^^)#u#ovDb44uZ|?#4n_aYNNZ
z@h1ldYvZYH-4R}%`zR?>VUm!?ZujJT6JAaCkMwJTsF`ze;z#uK>~><>E2niGUF}^Q
zEBGdU{+Rq!eAYiR_^sCpky<Rz8eUR1L<<k<9s;QQ9Fz&7{gK=OMAs6Y<6Lq7Go;&F
z>(6xEEoA=dbWztat`XfG;}i7IH}brEY`JV#tLQZ17<~$XkTQjDd=BqK7i-)-KoK5q
z;?qM%2*5h<CA;Vl&9vV=8hJ1U@k5{$JbZFI*}>G3eMQ%*J;ay|UvRO|@@`@MQe((u
z;C@0x*l96=2OPR=n#@&~_!=VUK(%WR$zO%c(?UXDLO@24-XG^&VrTYZ=QNGyhCb&%
zjsxG51vEYfo<JY%03V$|pRX;xUju#a1^8B-`Ba_zx<x3kI!^69p4@q3x?gVM@i?Q-
ziBWicU7ykM1>NHl`nUd!yshhe;u`}K&T0{8eqGWb?UM&7zAqAd$bb?vNd3tX^~WHl
zxsNOsa-@R0{-f2+y6ZOtM)*B|ph=L!jsSogKPCt-fw+0#<l=kLv9w{+JthMD^cS{y
zL;e>`q4&3&9GFJ7U?`;_6VweW=<xX^i6EtpM-u%PY8;B5u(kQ;cOTo^sJxPKw%e%j
zuh~~51U9q>kXT2;*oVc_OjoeTQPmP@P#<?M%}vx_Y8-U%k_3PTe_;2Y5UElbquS;+
zo=yJ=NhJg8zoijo1b!L8s0##iJ&eQlklX;AjY~4v{RP=x66tOV`MzHKrVhZn)pY`W
zCB-1nLK5mOT(krPdgR16W<SN5l4o^a)BG;rCK*6#0&EEmfHP~r?f2^LKYdAeSU*I9
zDG}hVr)$2(?I`sT=ytl`?V=7<zWA#HIXG>zW?s{PZ<GV*v^d-L3B;GT{i8Bz!p0r)
zQIYYWFF>UyAdJJYianSe{#jIDrZz6)sZ@rCREDR7aWT50%B-@I7>BTagf#gfZ8kms
zYU+Fb=tbP8vV@bi%IJ!}L-jLD#m{VTIzrei!Q0H_cytixwompDa_8-*+IlR8qU%7x
zpahGliU?}EWE_6v22{V-vi*#4xQoB1K?RZi1NOi8g}k9tJ?t7o%J<{UV^zGc%NmCS
z%Y+Nt_c2TN30r;DVy;LQJ<N-I36b4epQfX3`t(bv_}alwjR$WTBAMfQ{FLf1@adwP
zh$6>&ZO0Dr=1?jK0<pCf(UcEB9Mp?fM(kBqLp<ik-7}=+Y>^q7nui1^unf@JNruG`
z1GejXBVDO5498ERk{us;Oz|)1u#hj5e&l{0Gd*MO6M9B<B?KYxS3LxA#KBkxj5RZM
zHU5<m<6)PV!Gu>N0D@Soi%#>v*nWT;D9vlYZ5fDt0OCn9Y*;b^M*OOVB*UeeI0JDD
z=D5$%!L6XpkoxqckkfM^Co+za*;k{paBU5EbeR_E&kF8Xaqt?56>wSbK>rKf1cG#x
z?ngf%8u{FvT~Gb$u$?K36kaOI^Dw8;O8b@C8*S(+O?;!b$Uudr7E7!OI4Ko%knCd)
z0w|0qfF)o8VT#E(t!=?tTmW!T=28{aM?OsBfy&#l0+x|!kP?j+9Du}6==^QP)uT%T
z+Dc8@B2BU*d1rd5cr&<Fm2@&y2nAe~LC<pW<&*I`W05w$AwYueXde3ebM*Ig^!F%q
znh{j!hTNTzkRQAg*$oEjf+^e<Rv8lia3}r&GGh2``7v;R=!gLYYjVj@e`+9cACiEu
zH{uXbr99ZSF9xq<NYcuHdXoB}{8j0!l@ZdycsMU^LvrsF;Rq;*L%Q#eG6&%h3Gd)F
ziJIcS2nR&sa3Yy@;tSFst8BY!cP>InzWhyCil6Eb0WrNmdYg?>{u*pL;f_Y#<<RB*
zfu$72+btNoq1-&W!REFv>O~Ro?z84UGd_cd#Q$Xk$S~XQDy%pR%z#Q}yl?D0As!9E
zp=JnLd9e84XscAz{5~uLn3Tp3;0Bpg|1^t<@@niE^<)<)F8*)>`-Q*Y!Hbf7dPP!M
zjxh!A2Sz%hLz>@)hx>oc41XIG5S<W{5kg2QG?u~}+C{5cD}$=vyS8*49%;^Pnf)11
z-QRG;O|C7S^&gyFfSuj_-2D7}gZ#p5vjJ5wkVbU;+zrSIeP@Hpc<z>3lbpqTf{f3%
zyNF4{r|2r?LZqUYHs`?pHGcm0@t7jecn4k&DG#FJDH)V1s`7w$f|5zIM9rbJk|(lz
zgq+fOBc?~qKL-$D9+%uGk#J5@4_}iwY{8avv(a`!;)tKL+9xO6A3o3wAYJ-K$j$%l
z_HGF>jF%3`iIHYo0M~p$V#&o(6A{4x{CC@Opj3gRkw-SLX#&P>$T@%^{#7QykBESD
ztjnKJ5H-IjrKm($D!QKgpS+L>2#f$)sCtmuOLP?ETGemN^P6SH>g#)Y7&KI>*f$xb
zqoVXmU+ZzY&v463bIVOD8?x>GVBHnX-w`XIMy|EV{%LQgYa<Bv5<c=1JoT<p#^HH8
z97ef$M7Sk)>D0i=$EMyaOuhO3t$Aj#MxwhzVLTm(H>FGJMBuRTc+YSE9;SzSm#B~~
z_i0Ik9JqPNK>yAspe2LxD$YO@$LR`}2}Ur-rVmiP{hU%ZnC#r|aL>u)#xdZ=_`!|e
z(|O&eth!{`ef=XqZkz9G;q}i}V=v4F;;jV<aZvOd@xyRjy-iN1X<?#(&TnA{aK9bT
zc>GA;yXq>5nW+-;NSb(FrnsIp<^klIqBRMYgYhoB0)1ia&~rShCfvfHLKMx4i7;mZ
z>=8?GxpxrV_7%%fX}lv|wEW;n<V1HWxh-T+0*Sc5Z|FB5Sc4GwNBmnY0p@Hex#5LP
z{x?VXt@ZjxCK_Mn3f}Ddv8@7D@rYe03O?kQ#G?JLj+@pH|L~Ikf+Qc!F?WMn?|ZDO
z2oGmczB$lB@4nSgRt1hSWjI#cjPDfUb5TNc1?wclA$qUk8pi4dKR$hMGM~TW1nw8-
zfvVuL*#^EaMx%faUhN1C4&fUZWsHglozDIg=#;n=_jf<gxpT4LHrx~YG3xU^RhI27
zi%Em$zTo_9&UJv>M&3Omn>zjQW?3xJr!e*fIsGe`V(#V#k@+ii&)a*u|9x9NcwWj^
zbqx9XJ}~j8)X__m#+A$;r5i?^8=B5WoX&=v<wl$+MP2ULWWE?Z?wB5|pT&eb@knpH
z8c`a3Ybq^74XT6SB_KHBc*;JlVsfJEJmIIlW*pqFYH?wvz3F9mV5^MsthO=D2z09m
z35zg#ljV_+=hXSyJTqDA9nlhrU3J2vrUoI3_r(_+tm@WK9MHT1$R}_rskH(11|)#G
zJD|SPq~0K%2JC`~|1p&)F_9wmLyzI_n>-dr;M%ar$(+lZlC_j-pKA?~J0}iKioSfH
zPBJz?1gNkW;!j5|cIVe_drzv~%;=k}DOmq^;jVY+x%D-C%Iq*yOb56@)HQDR<?cM%
zcMW}C^>=ivTuSy1M_r(DGI8Es`BX^W;-=d(x8mJhB{;M|O8p}aL8S%-2LH1#gv0?g
zG=66J#UD6V(b$Xd78JPu$C{0>o+0RvND%Ne;K-T70epFd%-OtLb-9l7YK{Dkh>}Q!
z#BKq01k(Xz5^w>-+?HVFPivLSyB-mNdoF=xYO5p$mFoU&an|m=9NNv3eQl)RHs&J<
z`8gG1*T)Yhx6L|8D;w;K?R&UqVXv-8o?iF;dbJP1psYH{d1&NxT3gakp*sJ_=*6cZ
ztSh_|N{F0~?IMA`Y{wGniLlO>pCS2Zvw|C%M#;l<*{5A*Y`D3^e029w+~;LrvxPKg
z<;0fYI{p^kNne7=#-m+cUB!Jbmr`f3fjtfKsNef<1@>sG28f0Q-Siztzz}bM{ZgT4
z9UkuBV<y=OO#6H}+gGp0!fDLjeA3waN;6#B^MQScNvLnIdzh=AzYpN3bTl_~d}42`
zrEDzn7tJ4^Jp3YII5}k`C2=GvNt2vhhm17k^c-@0MCRpx*wh->*w`eIZkC&fQjAxN
zwFed}4q~*la41b$!nB!VwI=|P#ea<fwpnHiEZz}j1z6e~bj+<u5S<_qJZB@c&Q^8(
z?8r*=QWf~(ZYUT+Pgu}P{7nWJ-T!~E|8@$YL)`F>gdY$&-t=kBE@O{jORNvB#_O<3
zXaD^{dg8K9A)<tl5202yusBY~fN)^w=Ou%5VSVO#U^%ED4}lQ(yCL0%R8+mve_D@K
zyK95T3r#jV5uuCx_KV^^i}JyXvd)W&d)++C-CTdi`PLEeU4-;4;{Gv0^cunY2cdWl
z=fJ@mmf)3M$aXK}8yDd>E>g{o!Zm)v9q!22p~&|~@YnXp4tuGZP`+mOdmTX%?`=io
z9^aMn<wn*B3%`+*Y7peB6}b07lB<+cu#8^@&i9>9VvI{@SVn$Ck$-4-aBAfD&;BpJ
zr^h~z&nmgty%yZKiE1y8AM1hx8X@8hiz^h|_9QB%JcXw+qW%X8gl~C|Qc#CdkepJ`
zm(n9ic0kvfoY)c%lj_x8A<$mIkqJ44I9~|JLdhwulK^JRwrNde%yHn6OSe0@LW;O%
zoDGzSV;=^r`rE&DLyk1npc}IvoPnA2NpM-%i$M<_FDPCjzl4O#i1;rN3l;-x_h;o;
z6d><ABB{jzn|{aFHGeCrcJEL4i$OoAP{gpSU*)6WTnHDUXm7k6G(HxS)ZI-61`@N>
zZEbN;fC_nKXJln}lxAm?mTe@Rbu?WIr*fAW!vP4So)d!9ZHJ6e832y<L7ore=?9R-
z23mtFBf!UQz0^z?kB2>MA|=)hb_$2ojfD1KFrg7XwNy?F7XLW|pmYMzM0TTbMsTI{
zt`BKSx0z6k028wr{=>p%6AZAb+dBqwUEC+vJbtZtsJI*xq(MHOM!=5FS>n+VEpfc%
zxaDBqFU`*NP_LJ#ko%Z!&iJcO9kQD#!10vNHa)q%JMm{<oNh;)?x~b=Vham-D+`&_
z8;mdf^IU5AkD7s_nt{a8*x}O;iR-z!F~cAJHV!nbZ1hA<*3Q>%>~!WPmHe1!m@liG
zX#3k%F>_FV8L>oE7on4a%^JPUqzuiH2s0VGt}QyoVB?y9E;Qlr!Tpm0o85=M|2uti
zEIhRK{PnSL%i-v0Vcy+BQ%y-@c`0MN9Qs8cq2q;TF2=TUwA0jhqD#vct$%zO;V)W$
z^pZ>>^EE#Y@v)-|{7!Qo9XH(j?x%NCMg){EI+Nywxpe^-YZIzMdGixND1y%hxZako
zdps}Rj>p(+^qzFlSI%~yo}=xuIa5e*ALaL6k1Xa+gpL1zIO}kaB%lM&_!O}EXdK!S
zU<9eIvlKpX`QFK7DO|k^uO}wNp7`8ymnp?`q>bnGAKpT|xO%qbOF%1+^IsrSMqVsw
z?H77MKFd|=wsFR<2FOpE5ph_aMhLBB{9#FcH}Axs(_ND&=NRK?{wp~lan9+9m2lNi
z3_m!Fho0g;fbeq4Qd<FdJnMZ($^aYyQx5@v@*bLrf`Yw)q}l(V2u799-k_-Wh_Z(P
zOr`-$MvX9f+X}RFDZCA+Fii7^W}=(^Ndew@az%6|9tH}b`KX9LsWe1f#Zk}J+hY2q
zMgL2S&5Sc%?-Gf+5*|>9gue|RM}q6YKnPboVI*@RhE~MImS4T9n*yXF;w40^{-Zxe
z_^IR1ZpNwO&&{E+D8L(W7hKr(GT{l&x2DL)y>IgQ?12op_U<yPFJ)FagaH}42CDS{
zt@AgMpMi;yJPEEQ9{O6j^CAACbdhKNpwyTXp!JZEf9<}IrVj4Y#n=(w*^JR#|I2r8
zi%%dja$G;+;AFKj(tvJYNWVX#gvpAN-e0qci>}!*iZe1A2t-zizUvyx?@D|u9t97L
zfU@Ar`y&f;g-Mmc3u-``m<2eeooVb7AL8biTVMKUZ0=rR>%-7_!$WW1n88uHF)hu0
zvOoP~k2%V-#oGRJ?2~irl_Q`&9Ai2L$odC&lrP4?-WElH+F%Y95lsO?w#1Us&qf@+
zA{i2wx|>!MOmRvic1!n@UQ_2YYW`!a)Z@8mMasAkDFSGCGf)H!XnO!R3RD@94EXpl
zfL{`Az_GuGsqvF03XP|1&mM_ud+r_AHGRoA@)5HXx+nUB?WlQrd#%>$sm2)?68LEo
z{R-W^ZnjaurEqrfzNPCb4&8vhAWBhfIKr^Ih98{kBk!I<mI^f6d>sRqR2umX3pJ@s
zR>NTQ>F-{m{xdHoJ9m;MK1JA^zkNiEE?r&xtFop4<X2SWOB%*tD!MnKf>2Npno|r1
zBD>?Lyny0f`Z?1GK*SB3Vv6N^y&a@^KwMFTkHJGuG2!B%S0v|v{^2zz)nJ4<^YGh@
zZ#JP;8v1?4?zWzu8|!wAbW1F3%LO!y+375ga%nA1U;cQM{&Ue-bm5`I)Li|<;wRCG
zPRaQWksqxxvOwNalY}V63@iH#D~tI)%;GPznfrdOt2?tY&cHbR<s&G4!PY)(eT&BZ
z@v4WAx0Hku&emng#bwjckq{reZ0lmnM`y9UW#QV_!=TrYD|;13&ZuUEr(98)FfpMw
zA)zZS&e6?YcBEwe6Q!quEB$Z)QcYI1hFQP?4jPcLR=T}=?OE&T=;RnFLT7HDBuJ42
zpp@-9xulfb!B;faC1$4j)m8T<@rCiR_~p(nIj%}xgv2H&7dI_GU~vxw1~*Sk#T=2i
zZNVtMBcYdo)$dCB24Dith?UK8OT}*?-gH}Xq^D1CQFlhV5aLJTqGzHEmrQvV3Gi|(
zZ#kBe7VQwvk9QMA3M`N~1pz(S%UyJY0FxO$wH*hk)Z-hKwj8Dn8^FZD_?#11b*;n^
z%H3me{zO!maVC#iCdiKC*09WV1it7r=IAu!`XLX_{yw0JfHi`{hx~oN1O^HocnP2Q
z37`4gJNB+413;|kC@{}XT*ypa$xdC$PF+h&;b9K^f&PSh@W?PPGIb{19`NQ1aKEZ@
z<kf4Z8x{M0#37__31&EsMBGA1ORT*)6b?(m5|#<H(xSc?P%15E(uk4m>tcMylBN?z
zroU8ASME&z-I-<%`YQiy^~OEmgq7EogD+S>>dNQQh)?*AtI~Y%!`@df%XS+xteN~D
zzVbFJNZ_~yF0HbiS8sM+l^cM(4GL2#huSO>)Sw8e)h89fE<=Mkj0h?fVnE_t;c%;>
zqIeZo-pgp2Sn|)mSQn6a%T8?PXZq>8(WQyasoeM+V&VX+`7_QzFcqSnX9pX57FfKu
z+sVR|iV36UHXuAyXRJ)xtirrd-X+i^h0|{G0Q;-AbytFI7EDdwO+e2&I!-8~p)No|
zpaG}{xT?G6jJyfnT6a&Ak0cjr+d_b>)xL-%z^1-bmVu&}#HCe6bW<}Gy?BqgZD81p
zxuEmwhYpdrhhI3>@1<itytsDbD2D$#vP@7EC>+5l#Bt}d=Bf>#9%K#&nus1&M7ZEw
zn*ibdSl5fdFoo~85*$#ef0`pmsF>Kr=nmBR=|x`qzakE71LAD=$HlHrdSK?;y=vV>
z>%8_>#Sl-2y@glp`?cKxXM4oZ_$MQ;{)Xg<EqaWGcPX6r?af0%$dRn~Z@o^B&Zjc>
zt*tvlf-c9fKWaK+JOh^$F2rm+b;Ft^6FiH$#IG)U$NAph!gT#Q#3qg`^lx=MUUhlg
zf5sALv(|I)yry^J*G{yK!4BRh4i3jeM^O$(Q4u=PLMG8nsC*_=G?PiRkWMy%9{LdQ
zyQj{KFwGL-dqA>xre{W6Y$55<3Q2DxL&10SsF<}WwqB5LCY<di9e{4ep-Wb~9;RE)
z|7|*EI=JONeUd>q3gP_C#8tpgu&Wui3ywFCv(lH-HN8hi2D9CXX~HSV5#B^8o*@az
z6VT&7DSiQc^xzVcrp|!sk_VA#PZJXmD(<On9Cuq@8OvHsw$Dn2tk5L^CigT=Ttaqt
z&IRCek6%BTKHcfxy~*fU8R=`x-+pze{~x2Gk)<+N_0o6r)wfpTj&b7m2-inX>aN2y
zZnul!vRgJ>nDkUrxovpY{yTKd$K}(7a;dA_MHZK^kc!=c<&-<G3#0}<U=a(qSk-SN
zMq#kgh)AZJ)t#k5UljnFg{BBXSJCa__yAK#=)TO|7T=!s?Qtx!faNBr5%*&CH!P*4
z3pszXVEa1+z-Q-iuE>6D9PcLjV%zFGOXpT93rHD7f0R7jz2a^{g}x`tX=@jK=IaDH
z!!<~Txj7K~I%R&@*by9J$lEn%D)b2n+@orVA6b+$yV&!hzU^!Nx&*_ne))w9_0f~W
zd3(@<`vc>$_IoZU4Ds;`Xu9u4C`3fUJ0rcoOwm2ME7|Ss4;m$XeJR)brrg9*yXus^
zmVne)FY|&cvc}lfxjNK-wLbnogKs6;toMjy<OhQArf-m(05*Esh5UI;!h{j|emE91
zH|LOq4)Sff)B`Lhbr6Z0@cO-1*x9V>cQ!kfp(P(zE^Cked>EdF;>OLfp&Flkcj*zJ
z)tStrZ9U+`ibM|)0qf{|5yRBUti1WOg6Wski>VBz=`@x(bVh}AMwv`Txlkikm^B@v
zH7eEy@O#DCMDr4ps9j&i1P5QWOMjf3k+CqF*6e5C<!or6PG~SAWaw43w|8~DPXmOA
zbP8o4t&F?8_726~y)`B>!vYC-ZsFagoIB5{L)kEVIjs)lbbsfX-eB>I#0^18g@!99
zBHCWeKKhAVUNP2^q2s-6sg%z*M&5nc(LgVBj=Xo-o5M2hbszt+QM_=AWBfkYMHAOW
z6dm&J#wc*e(^6eHpAeEFQ$$aFqA&1%{fi+<xn^{VkzMN!QFb0?<PUaQ#_Ow{FY+4q
zw$OL2^PsN%AsgoE==^n2pnlp%orS>vAZTRp(nIniomF;)C8wo?Izp#M94|>Ib39Rd
zS>1)gaxyEJ0^;*J?V+OMA@(H=6Ri}>fV6A659(){b8*&anX_T^$sM^%(8+eNXVKY=
z;`Ya|1@s@~rIg_DT9cvLr<;XJ(}mvsh1qxGrwOhvRNnSi)oPh47}h>}YkjQK#gO_;
zkpI|KbMn`Cbzl8X)WObee11noen<AFj<%Z)RVel6>q?&MCp;mQzznQrDG+1&<H+=f
zFN3J)ThX8DjYe1R?Uap`L!7OA)%~n3RGnO1v<z*ZMtTNUYba;vIA*H=9+)CnQa8f?
z3_A0XWkz<(a^`Q2x!d!aCOyGsJ;5fuk!DqAivj0csEU{#ftX&Hm|h7pvm}O4S!GaL
z<<43Zy&0I&gWR6I!Y)EEDE6A`;ZOTWXe1>QX(G(l08mQ<B|z@BV8SyX6>Ob=b_}^h
zl_0|wSHd9$QW@qD_aB*#SieYf*^Ufo6P9&06G+$(Tza&V=lUeum7TVMm+s-apPJ&o
zo;Z>c{xfx1nBimoxh|XRura)RupR#<7goQfd_RAy=->%t5aL*vV(kym-wLM7Bh=E3
z9MuKJ5GQq8uVZ0%VD6yC*%mJ0VS6~gd<ViO6VrKCVOG_mRyAVQ9*y(vjlVId>F;Fm
zApJp3;kWjH2h?Ut6xm9Keld*t_6}aR1+UAs-M4VTfKNT}K-ARZEc6rXY(JRqOtQfi
z(xKn;m}Un5Lk%T$14F*LEw>V`Pg!Z$-foNL3|S@^h33~Ixv7u*$F;h5L$?0|HjKL*
z``UU7&U%WZJO2|r=o}D?6LmxQVPs}E23~l+Lb>s1yfe7o_vVe>Dm|h&1N`sVXgtDF
z4v0}v7o>(7A@`csv#!Oqwbr(^)2p??1z3T<tql6u?o!q6^}c;c+qXyE7prcBrPsxG
zr2Qtm;C}bF`@3oP>iLQ~tIA62>gpmPH<o*@%tN00BY&R`@6>6-1RmrJJ;;BMQjn04
zOHP`1PWi|W^2wdC{{ErO<hiwp2ChC9+w*uAa79q0bW5)j5Q6ydD{YtiQW6;%>!E%y
z*T*i$6c3?o<7h_-^Gs&e>-h5}u@@Nty96w08m=%!K{ru|P%+5OeF4){YgS|<#BKN_
zPFV*v*=Bd~nF^SfwFz!4=Ku66hJHJdBJCPM>+!c1<3!nSqHto0!AD(p+tJPE);m2|
zrMq@}T^`;4eg6ZQuVV{XD|)D@-<V~$Ii^JzsbFJa%NdgHd`_JS#i2ZlcBBL>@p~4y
zQ*PePxJ7Jd{bJn7GK$d>f5AF)kNf)FBU417_?>r;_y{r46zK<Me7*Q^!aL4hu@t3C
z1Fl26z<?qE#2U|=7|&<E(z5;IQpOs2FDCW3xnY1ccl#o;Tjp3a$0%T3v}#40lbnNz
zNa+s8(Bu<sBC*PyA=S^+s)VJ0Qw$U*vI47!1Y8JaRLfp8(Rg$mo*b;igjBaou_`Cz
zJ8)Z$wutzM+wcR3b_*b3eiec8QX=|Z=lDAgA7>kb#l*73De>9+iIVk}s(dN6#uM@6
zdO}|uQw#;QhQ4?1jMm|@`O%#<am?c%szsUSTF6A;D-z_w@h+$w2pGEij29ZKa-esY
zPy?8e62Rn~gadEfwJ!#&5-$hTLRXawz43vPn+WKH^4ejN4@Vhe<by%mcN~Q3=G-|z
z1&f%b(S$yS5*XwEFBh4Um@N_GD}o3f;wbx`{BR<{WFn>4CCx?St~S9g)E%mcmk5qJ
zXi|P=!NCL|MvT0_0Tjy}p6J?{=&G3Lx{%1&K_?t+FBHW8$ZJr3S-mf$H~BoeYK8Ve
zq9)v(e$4Wo{L?oFZ9E(KG2)L$>8JS%W3-r|V(jY5oEt?F>qR2VMbw8Fm3(KJegOik
zK$v1P^xcQh|E$@~!1VEw5CT?Exr0k8K+{OX;}Nh%ekH<0Y>)!ke5@<pJc?`icu|Cr
zYe^9h8A=Q_Qz(1vpwW8o7ZRdEpqrKdt^hy306=;^hnHO_nXq|XVD=CsW?<t~_CA@j
z3UazJ*eggG)yf4q?C-OShV*&rvUI@XC(XZx`s(ej*+X>RoFW(CcN2JBk>yCGl7^op
zTDJ~soJwPN&S0NgraF>eNf}Z4iXO$}qU-87169|vHqi!#(V%4;_`K8^qD%kksa&N;
zY9N)y*yDZP3vf5Pp3@AC&40{v0Eut`WpxY7$UmTbZ|Wb3hTBkgR*<P<-0A<zp!=(2
z?PJC02CG0rQGtDF5iz!lT7<u#2dhBKUYIygU?l{)$8Osn)0o)!?p-6<NLNGxqnE19
zp~!**nHQ9y^M^ps<@3k>Clh*~mF46b;^I6EB7FVY7!M(KZ)8N8)wF8pa}=5{`}E$V
z@BZ?&KFzwa$h?-DB>pHBdsRz8=}txYl#0@WlG2kZ1;{+D0UVO`jpc%M^|CS&NKw(5
zZ&E)#%ZyLXe%0N1%IPB_=>xj4jqr}%yn_;nEGR5YPN{vB*%HIc3K(>OF0=_%M&Qw!
zm{4<N;q<4ZULnzQ08@N2m=agLDJGp&3VLY04^pKJi0<ZCQel}@&y^jp_`vC*&`^kp
z!3+&g)7?bz^cxWJjZ!Azt7Vf`0^uD%1aC#;xDt_FBBAmfaCAZ@FQGIcU{As+P0`5S
z8%J)=Fp&YtNZYVf)HL&76<kzDNoN#(KVG;lNth$VYV9TpABejQVJ<-*(C1v?ha;$I
z0W!E(yc^g=_V?IpRpgkrwW~!FWs`i>%tk9|*qY^Pl%k6Xm06!Y_!sAlz;XT<5g)c<
zCAfu{Y<NpD9JZJw1W143{9gDsAi_S5n`DA&lhu|)n>|8SdPc;%iQp{a0^<>`38WLG
zo<pAP)kdS1Zl2R*qnH0YqTR$e2!r6#XCTAXKZdK@R;#O4+sQ!U#_Er?Ka*Sg-`O{R
zF|YlmUzr2)N3LO!KsbM?W@!|Oy$Z={FHndP4~;Kb(;Pw>s-iiYynFF;QfsG|_S&G+
zalXXqoWx&<x;4AYlD;=>HZ*M>o@^#0ZGK7GtQ_GV@^hZhHJNZXnXodM2sN2dmb{3|
z{`#!p9w6v@Fnd>TA?6|DtG^_#m`U0`AH`Wq(;7yW{0lbJnzd6K0Q^OKZa#&zUqf0H
zapv%UJ+%Jq`coV7M3rA+*;0UAFd$GqAOh$HR~68qPsrbUY;Woigr!HL3tO!uuAV4N
zpXTZ{9EQ-Vhy00nj>mQw97sep7V$O8HDVGhD;foSKJI5{iGZ>^BMa_C`7gmVZB%FW
z=d|H<%_`a)b*)h`{Lfyqk@i~_IC%yt^{K2=+Csv9?VtYoG-X5ZQ%D-5bW8B4n8b?k
z(Go#+q)5MR&xK#px)=gtg$IcFFz5?HSxz``GH)TBZ~F$rn#GGw@S`iPGop=A6Syb!
z%imP!km9!<O_!dp1#Oa=!$lG=X;cmga?n7B*kTXRBp<HuE6|tawoh;CU)c2M%_fpz
z(9=5iQ-^$5h||W{)`)dK<ap6T2-Ue5xhs!~|9IzpprkWAu!PRuZ7;4M1~+ecRoAzU
z`#|jZ!{+)0-&EJf&Vc>d;ex*Px$CUX-_|$IZrJU6Vm7sUw;n|5f=OYL$dkdpo#z9x
z0Coy*t~!g!OkA8`M4BgG*nLEJDDWNns8fgoGB2hVq)g9AnUW6&`-xHND<E~RJJK{T
z>0D?u8K;aNCyzTPPbjB^y(pzNd+`=N84Q8gvKJM!k4%G<^d)da9V&%2V1GYUWLqv2
z<k(Bb2uUbXt?y07JlJ>^uyWt+;k$Ob(n`dbSsak%6vhorQ%(W?m&p%+I$#%NBGr2K
zA(CBqiAic9FSnT~m#RJiSXElLX9*nL@Kh8EPOz(eqt#Gj9`o7>C<^v`JNB=Ev#12z
z^?kD&DB)~hi`V%p;x<E?cUdX-nVH0CX6o*7VYN``hn9<(tCx%7nYXp1bgG}p1z!ob
zm~_lr+`3whR@F$fc~m_kiWG`0d%f{%Y<4m57e??|N9%GjmiI!TOJU+@%xhbY%VR&K
z1!q@%+>uaw&WEpj5-$D|ceu0k_PDP|Fo}jp<m}IzL!@vDj`@H<cQ7I{KBwfxTViDH
zCeG{Ab=3E>^Vqy4Dj$dXs{zz$NK`Y7VhSxjc`;)=XS4C4(+c2#Z+2&=TisS$C;1GN
zy6-3bI`lL_;LMnD0sbqKvuicYm2=xhty1NlHXJkg?UXaU^O5e~<`)V(-iw7i4&2*Y
zxaqhhn&m&b{ROE1R4fSIBZj1t=%Lg|D@!bPYki+e==Yq>hmRkF9zR}|Y|?Tc{XLtp
zF?SE)=RnNsJ&rh*)`Srm8$xjrr*r^febCc4JYjlI`Ye(Zh@ZqE1Xf|{IKL+szAG?I
zT;KRx9hIW{qQ}AuU7lE?mAEwLen?+(T?x7Z?NofWj?HBZsj}Iu3}y$b27dO<kKDW;
z^1mR4P1ta))T<q-?&$T%=69do9OdV{tZwK{!rU~~=1;U#ua%$lf0(#<x7L<e*4EfR
z{UdsM<zl+DjcE(!Q|fi0rmh;~>f&M#y&zeHLLfGeADiB}BPS-NLra^G){uZH8A=@h
zPZRWOE{>!0ZS-|Cbo5kqZ(;`R_OcT1D)L0W)!LaR4@k@EnfAMUS#6=sDD>qX+h1~&
z^A*!JZ0Q;AvklUzgzdt4T8qC_=2CC#+?a4)JD=G%bglZ<p+p~}xYiD~3lEY`io&oB
zb?WGw5w33^X5MaJBxor5{m?QY$BBdRb+#_Df-~}Od`?9G!HsJi*W<#QztvvSe?JQk
ztrw+fgg(X(nYwtq7`|3(6I}N!`(q!0knfIyTJWOGUik2%JAp{qvpkHc(S12P9DgxT
z5u}RkJR;#dU`a)3!gNz)jFmh0(vY{efyX4daa`MM8kqzs`SL!?=+Q6fCc5l<H!ySi
z*T^MOB)C>m(Pxuoevi4U;C;B<i)$csp%dCx!_Zbk-SnER@ipTI9lHL`CleU%jdyDE
z65AKsEu>RyFAM#&!+-Fs3rtP${Whw5R`%#rSK;Kr?{mH1=lXM$W7Fi{l)=<ltwqN5
zMOO7$FT2uTw&vu&FU)@?zyl=Xc!&x*aVtE7D>U#abaE-Q@Cbh3kSLXvX%ZJfAQz;#
zCdCAXC1gi9#D@kJr+R;qtJ}u2b|V4PP;}>;g7JA`y6D<|Ly~_8FQGimtPfRPD{R83
z%*_()%o1$&sknsP=x#Mi31tevBRq(!Ezoa|P$KWSOZ1^HT+_0Y*zP{z3JE7{(<#Le
z_%<R@(v2Y$7P!M2#K8k~FCqXa{|h2fii8iD;w%<4lpgUpysCf|r=E+^CCIk4#vwp_
zmL?JA*d3Kn9xKjbp!h{?R8?ivnAetr+kyoJmnH&k1sbs6B+|ug_KDG1@ow?!UCkB3
zbx81s+A9NW@jkxD#JRZWfvDtxq$JSOfTZO@8&M&%iSu$|v-4stvSZEd!5BC_RPrU0
z<$E)^_tGK9K_LeahJ+Lbtp}N39%KrP^&{KN-lzab)XGEjw|nEf$NS&AJ_<W&s32Lo
zU>SyIa#<H`8CUI@mmgn|w3!lW|4aFj&5oqrTV!RPU|{<}eP@!Mabfg=WXFP4J4Pw}
ze6(vwzff4y9Cg#32^{bIQI1|0_=#PURX$P%itvz#w~?0q-1SCzU3x}YT`HgpyVeps
zR~RCh=sKB*1lR_N69h@Gz!GZ>K^QXSNhICQ6vNIhI`#>M{VDo=sf-=q1Kpgl(~_~%
z#NgS=@U(@&y=kMSb;I65GuKzj;;2@f@zE2Z8F!&Y_jj`ubrzL1meub0LLTgb?stZE
zcZRl}3^7$`vI*+uj>H#fCFLY1<wGbe56B+*kbZKfZFAr1s{Yejz47s;ZE;q{W(5`s
z%q+<~(1QhEv+$U>`<u^}l-HvEP^Cd8koA^z9{+vH9$Do+whfv$l=!F)Xx<@gv!r;C
zLQxy#v#$yxSQQ0D*rk-}1H<3=U)TNOtiB~+G2!$ZMniYyZ>Yj-3x~QSbrbqYaZlNI
zpjZ-QqEy25H4Gf~?4X9ov!W@LP*zLxK;H{j6LVS7_~#XuU7oIVGAf%eMuhL_m(i%}
zfwHdF)u(EM^EYM*N}hs^mPho<RQ!}LxsA2lH{&G#>tL5rRW)GrcKj+rYRHQJOUTNM
ztp`C$UlDpJE$Mc*n`54XH5xAWv}&09?$fFxe3ruqyv(+;l@{QsSZVQc&-lHu|24mH
zE}yKQzL)Z|bfeho6^a~_a_?M|fLxO_XYDWEhIoX%;krwRL@0<ru92Bqn)ORPo^=0r
z3Q|@VVj`*|J2K8<-bgiSe$J~`JH)mrv5kV10+F_Ks$DNBd7vGj?MImZUbtsee-O#E
zc9(s1pMy;kUiM^_D-K28^A;%RxgTv#yI76!H2Ee~<-}RJ?!ZLVlRjZU#qnN^4x>k1
zo~oThnni}91{_(On#_5Io!$caxip2|BH!BL<H#aoEx^+o$H{O68&Hf&NZFz?F2XF|
zN1+x4)FjDA8ON6@C6+2Rmg0Lv+iC;&xF;cATCGD`?YEg)0h5}CP&dakUh<M3p#+U4
z7iZAyGB=?ziYr>ZzEnN6RK2(~IHL4JS0qcn>2fI~p|w{{IEGw9#UMJbmv)RyU;3`R
zU7gp$1AKV@D)i2X42xTguc(Y$P0%D+ubdm{a#57o!MEJwZ`v1+`#*`5fBMP$=_lvH
z69?=QE*e8hrTc{Y8SMJ>rB#}Agf{<KdTCqYIf#xc1NQcuw34zhQ$t4no(KvF9+n<8
zo*p6|EUos<G1J1T_9tKN$FG9KA7=zbqYfSz;ZQ9ZsMH)rgX?Z1Vq9@?h3+As`D6J!
zc+jydPsB7rrc-p6iJi9P2GC9)BrgYv<n&4Cu2=5JD*BD}S=KCrv)wmWRuA_L?Y7vY
zlMlMt_Nt0@V4KS<Gv4f?i}gEF`is&8HhT~M>(jqfy|no*Lf(msB3WOfdgnzVj-A>Y
zV*7G=iNy?&wA)c?I7`X*Yx$fQ1~YAyV8us79{&wvcp<OTKs%H5Q4V^E+6!BQOQyWX
zmjt?0ZVATfI2ffj%C8+-J$zC#KmPHN8!4G3`F%YU^`i70>X6RnP~4rU{)L1n^y&bF
z#g_%xOk3l1Wtr$kGJW%yI*<~mhlc8gs22i4fd(wADk>`8_4b5k2b2(cnniP+L=M8`
z*9S8m9FAGb*SrbonN}T~RbSh3{ky*nrQb-SVNA_qG0CL0G|HZ~%AGXN`DtS*J!>ra
z+oWUsS5W0!|Mpgg=DLuMuJd6OZewX_a_L}lY3LPpx%tr!I@{fay}H76bhJ)adyEpI
z52Pgp`he>jPBOB4Z^%s@92ix&9usi!g{hDz5QJEl6r>c^q|_$2)HXAmc`0v~=g2mp
zT(Tb-OO-tQiNI92CBo^DF7R-K!PJE5PrP0Dr-~91EGBw|gn-gRMUc(GLm@3?T-DSD
z<SSHssl?qP%3#ToW5JZ0eJ6h8BzZYBVLX-C0<L+|E(A8>27G+FsVEl=8VEy}Ap_qF
zQvhW1azG+XF?=UkE9u1U14)K;{X$>2RuS=6m>JG?v)ps@sqLE5O_bCrgtHrxjrS5|
z<egeccpKG!e`F;8Uubk`bv=$Fkpub?>?<-blF?6iLqO4m!r1~RUMA3<ld3^=R{5Z@
zAu9dJ7?Y1;fFfQv3b$mNw_%(0AkIcw#<2%@SsrJj)5yJjF>CEI^v^zIT(_BAf1HYV
zwzTrcVwL=B<Cw(41Bpl3vci9YJ^!e~rks)IEqLFk4j?^>3U=5qY7D`{9)h%<YBYH7
z1=ZdQQY8>IOfnm)n9YRg#q>eE<6*K6ppW)Z!7Gv1G|D8vL)%B3-W&U}H!ht^-H=n=
zh;zVDWVPNap8<crph){g{+Iat(WKn3fEctRo7PuADnLf~DG&0g1oCMIVi_o(kaI%p
za(dKpQnot9!&;uxa>!+ub-Y{)bHVWI&D_J3v1h)qsTvAxBugd8kOwM+<c+f8E=qW>
zzid@+|CduA_JQ{fxZiW@ID9Tu|F-XW4G;Hc;g(l;(LtnigsHK6iBlm}3tM&19@k?B
zy!rrXDE=COW83oYlB-sd?S-AH*ssM|oBXe9sFz?1n>E27yEd%NMq<WDT!7bh94seA
zyj>!^GFmu1Rbo}zL3h(vl{#rZv~T&mfvS}99~xcXhlf{$*L9uUVr1(nVW<~`6ib^`
zM7wx9|B`2IalZ@i`e<pxS&E5PR@2J$yX9>yyyPMQ!rTGS6RrXWMlmR|2?Yr0dF_kQ
z7u8+ZWBf!I3r=+YWQtl{F;r&Z>{pPSGsPM~PAJfP>%fMF4gTxyp;f2`RK;Gt0h=51
z2czw2dB>^W^T-`=X1Q(6@?nqt&&Fow3;c_z@Yor;<}9wluYW+~vN{(ZeQ0eDIv>6%
zNS?8DL&2T*J;reL?=R3)nYimO$++;XVcfIeV`S0H4Yu;$qC$K4`PSBM)Vk-nP}uv9
zi_?wytZgy0HBck@ra^xrRxy7oB(QAtv~wU!?p=|a5W2i}(^ZXXDXux6up2@SyssRD
ziPY+xVR2lc#C;tkaO#DqG{vZgic#M?qeP%xC1zbcX6PXUt8OplaWDG=O~XwyA0}gk
zB|RxYnii<EOfIWrKAk8OHgRWlk^b*b_N^J#wMi)6u@mb(1^4F#f_O;Bxok%>mbbag
z5$JfS$z+Ki2_h2-l7JGsfIqB2GpqnyLe+$d-g1pAMvqfW`~Xi7gG!jos^}}Km@BHN
zD_&EVRRMH}DHjDenjJVUdf`b-1WeI@8d^2wO~ts0;fBk@Rp+Ul)p_Q%@3bqwU>jnr
z^ayH3`E<I@Y=(}P1@&n~jn)~RrkP=8X(1i5xXRq#x7&#ZO5zzeEe$8_<&BKF!#3`<
zL8L~PhU8jq>pH2DBVTv_tMfDNm^Ht3H63+RXs$b-?D%eqb4K^&5hQz3N-9ODe3F|z
zi#r^H@P0(*?p+53;9>cTgaDe9gZY+X!+zvNILJZNIaU#<GO{hj-5&0ptIv5-NcC86
z{O;KbBzgA~MNVjpN|Fqfow>@I853r_ekueB`zRUg=CN~jCB4Rg0#`(tv0Vo^Wqhr9
z)iCF_8aT<f*A0Jl?`NPChghmy-p^JJLgo3HLVS=nV<ee9)d%?AifYp5k8wKZwU4eI
zNXBLDvEBdu+wv12dwu*krSfHQGfkP(%3N{|x>`StH}Okem2T&wg2--Ls*%}~snlNr
z2M|rTfue3`0|mxgaMh+-H?&<AKV7)^U)#xFG!yQtlQ|A?@s|_Gv%pGEoiFR|hZtG!
zr?hs70cJIq?L00)RYk-F<`ANCT1Pe6A#ZR^1C8(8VhpY-+^<vxeYeJbtUdadDPw*Z
z%9qs5AJX#1cnoR0HkP@O#Q2z!-tlbB$<Og^vt#+hTb^HK+$P*S89e=2y#25G2kAe5
zX6PSSQ`0cQrLwaZ(y)NA9K+wFru+H^zkHdQowc|xNpMr_iKhUGRgTAZ$0%%WlbtsC
z`-?YA;3MU|4{v6UAL|#$ycxM5!Oz8?wEf9;)biA9KKiqEW;Tu6-SbjNQAvYvTK3!c
zgR<xHw+@fIhZKG~n;Ng1h_#FD&n>GS9-4x(kWWgi!hfBX6zbq!JR`kPYxtHv^LA$B
z=aY@VA?t`sCHCICsihIC%h5?fv5&9UL?N}Hi^CU<N2=;Atma)<BK?(F**UJm^gu6b
z_N)yU2aXGix%vC1j!gd(*L>ijOz@ZVJ%P2*Psqk8)V|-m)&}ojc*ZYsRtLD$!<(>|
zHaiaTsq2X^1XdP_YA@S9ay&ZzLI@(iT`B|@-Qy7-lxDt&MJJ*!&|XhAu<I|2e5i!H
zZZ04^mT8CY&krew-rfd$yVzG6yV@^2B>~|ZAzIka7iIUm{5fpN=~WT@@e04|3GDhy
zl-49(Z*G@nztwdpdfAWk006qvikL})z9pZ$Q@Yo0A?!N>I#q7gHlDp_Jo`jtdvVS?
z8cw@|>pOfKJ3LOFe2=ZQ9@yw<TWf3Q=shUZeZZpkfJIkpQzv0xJHbOQ;i+y)g%+8h
zKKO3@@z=yd?G(RcQhy5aCenlE17)1;%95-5A9u$n!rt-W2aCPxF3xZ6m1C8v?Hu1d
zwJk08e8(G&he7;==DL9e#iKJ>f=zOnm^ATQFcrjXq*o-?;6sXF6m?lM1(;7$kU$_l
zwODsN)|puP*z64N@k&40Cp_jVjxL^}_$a{xU-QfE-PDIbF;Yb+w2uQM#A0D@09^D<
zZ^o3!&(=A=|H$m#K6e0(LdrJMP676?Y)Q$wtVGDrG@TL(e)*i2g;7u97q`Wh^Q;dR
z1B4&pir+kW{pQKnE0RRuD(lJV|4;v$o{i=~6y|LShVhC-<p9#js~%oHfVF=ZG0klN
zx=^AZ6=96Ci0`}45sezBW=cXMG=QN2s1{v`bL6X{dt7DwxJo<{_QTqv8|m0K<M?6D
zxqWUu2nt&MYp}F#wz+G(vud^S$8hT#O*|gt9sFGh5odp^;z*YOCm>NPQ{b&mzldYs
zLC3Rba$q?MF5;>$DtDrDtoYHIKtn>$QC#W7o0TRVo+nv4T9+#3SFX<nT-A6Vbaro$
zFd*SU{PXYb&DRRg)(X$Z7JL8=QRyl8NzfrKO43&1dT+~>PavZxw#3?Iy7!o{T;)vE
z8cck{t{7ZOwWji2N$>F2Y-8V5W8Xky)JEg&WMfCmkKbo2yJx+lXE&!Q^S@H6f1OqT
zYN`G;S^X<>r#W-yH1j4obLF1kdfw;+azfZxQZK6|g`w&Ek6-iSvtMs1U%gFQ=X>zx
z^XP!uw-}B47jc3gNQ7mG1ucn%?vUKyz7Vug#nlIodG1#4&jOYe;8ltN_I4oycK-h4
zkz^opSX)G-tqKc=u{Ubqy8xu|g{Pmj<yn5w2Yq&H^f19u+WNi&Low`W0ZUz+rD0s_
z?&>N~bMxbfB#4z4Nfma(m-SeYNQeS9d&@}D{#jT|V|8=!WU%&Z5J#Z6*~R^Y?Xpse
zqD}r0-%U<MXix+i4pY8dQhHyqgP-;u8pM;q30Dqkvy7j|-NxO}`G}Yw!$0bG?orcx
zkw{*mx+z^!*WAnNI$=<X8S#8c)h5&UDiK^vJ<Pt%HxQ<G*#>24C|}`a{I9jyAxgYA
z%>481%fxHoS@Bk)^DaU!sS=u!^z2l$d8LbbsS^)8Q<ntdHj)i|Kp+vN^(dN=UawEc
z*V-u>Twbg)LVX~OTn@}@-Ep;{c<?aC4l!Xs)F!MA#YlMP1TX<=OZFqp&cTi<(m-o+
zMNIt`jhR0g09~yv7<NUKsFXmgr8%ApLp1TSoikx}(yD^`%0>YDxe2DDZu|w6z8}S)
zIy9kLe=OS8!|eDriLaCa$ldryfuaNm%Tfu0Ib2*M2!B#x(nW36W9=BeA!q?A;{zw)
zu=wW!%#Zm$j;;fm&A*KnAu$tsOG2w^l%lPjm{rxHts1S}mQqE{T0szsqDHCBzh-OI
zuDz>ftF`yuF-k%t-`nq;oD;`!a-8JN`@7G*_qq21OMIc2zIE=0>_YysLiU0}=E$yf
z7%P<+wf9raK4FhspA_B98z4PoJI8gKt2%|bIuRi{<smw8A->rm<`={xq5>~kBX^;7
z5Q8wrT?XzaoL3dDs8G2*RDik}`aBU`6X1|JzUalUw#_l5@$${uOJeL4gHY{C*4Nd%
zi1PW2>uVX;mZ(A%oEhX~>ntG*NS^{`pMoP!1A5L177gz1r;vMJ?PMQT5e*q~m`0W*
zUO;pc6Xj*7Jud}+WTWJ=Q9{_D{{l)A->fCRu}5kFd**G*QiyZteM+|OIaYQbs>kpj
zX`!MA1Y3kBMqms@$yDRmV*mfRLLM#tk~$f5Q%Uy3%uD_5L<xKi7}mJ#oxNQrSSk8L
zD(z<mm;jcwJT{>qRMol#^9i17Hi0zL3xd<co5xUB%Co(@y~&1Gzt1@>KY=~d^&utD
z;j#KWlvaxcgUPnDvgxs0Z<`v2kaN-4`g^V{_-s(d4aB#>_fp#(iXJz>0@ejI(ic#8
zV_Ira|F$ckFuh{`XKb9t&Ei^NB!#1b4$W_d-PC^vhshU63yH;>S2&X%^!2%NimPO@
zB?1;lSo(bhZzJOeCynuu$w}4mQBn0RWdTo9{PfZ>mgYWhUcJ1luJOQ4&(G|+f$^@P
z^T^W&UH*RO_w5f?N^6pK-&F&WWixpoxNWCxVJBx~fDBmF+AgJFMuz1LjV9hFJdRIE
zVdwfdzr(xfux9VPi{z@0jGl>(v0#p|IEqO>ViNEO^_ujpF>knW@edGr065iHVq4FY
zgU}8ie-=7@EOttDuuiGq<})8B1(DU+Td_i?U}n{EDn=@MM+bg~4W1WUyju*~zNh&J
z0qaqqI5Fa4a<?s`$OCsxcDaCfEeA<1KJ|+ipAXYgeU%w^<FQp0z}Xb%F@oAb^ng`-
z_)qu<51WNxN{CGkSVX231p!+32w-_Ai?Al&G?--lbpGknb*5_<ugSQEuW#9<5V_~!
z(bLR;eb<LCvN7gvfR?RQ{P>X8qKh!SOc&^*9^kZLj86#@`sc=uz(iEaM^(jXeT)(r
zxDqH6whA^U!<><k74lJE!w<lB#4thaxTh&kgL~VM16|0OE+amBoX1sHwI>%GKu>r`
z*d}LjdL+z{$_6STQ)!X@G+}AcaDMmU=Fa_%HS?Xd`^?+Hj9c(x;J;D&!$v)VCTW(m
z*!yLB+shmQnQIWf2nH(Z5rd!HoJ<?BEE}=(f)R}T5m2~p1dlERmx*g8lxHgN=rY*d
z#wz7fE9KEN*iri}g`6&ioGxL(Y}R7vURPUSnN937B39JSRZ#KLOWEuG;><csT7%EE
z27rwHr(KdOotA?!nv^(T;V|$EVnNSn@zL!AuNQq+%fX4zE6T2w3T`DbHYGAbHB({q
z-+(Lz&dUk^2_)xRNZg{}_3!SwY#wBFEvr6AJA3E})C)N!@s5fAEHim-NWCu!gD6qw
z)kE;WUWK*!HR&487Em!&wuZq9|M_(nb<YmN^KY#}y0g5cm^1?J=4r9j&Q;u<X8i;4
z)Q`bWbIa%^k*&JZJg-2q!Mv~hxk;LsfwU%L7Z2k`x+K<}PYAf>zZxlPIHZ$*=b4M=
zqehxyDo3EgUEUwC^)48SY&XtXomjdI#O#W<LR}IXe=&d1q7J^!dJaffe*zR9Qdlnm
zOVIw*k2?Vd77<JUj(T!1=$z)Z)l5$Sa451<hVcb$-6-hwbI&@Wi-_Ub@bRT`T;y?!
zfd{&o4;RdhfCGy&1aK?#DWU5rG!f;mIz#!}AH)=Rffz(sSY0Hbt{Th$p^6n~_mjRw
zpbz!~X54}t+r&8@SR1ghySlg&Lv$H??ou{1Gxg*G_x>Eti8A+VigGfMK?(FaX~~=+
zE~M`4WllEwIWHYAY}WeyxapltZm!37oo-t_%2%`EJ6qZwK4Wi^`LJ*@!z^9Zj*t3T
z;K*=%NABk91ZyC&DJ11CBqN$xAm)Id`WUu3!N2&9-gA%na6JmY9edQS^+xkFx6xOm
z$=Bv`cNyx2HA2l5hSchXOou;c@4nyOa{=|=g+Pd)K4dqBe*Nu{vj`zaX!Qp{;nACk
z4-MvPQ+Kk7RCrCG!S<~wY6NtyDX<T{Mi+`+-_qIG(%Ib7S>Ff+xS>g~)FKczzaHd2
z%rqPftV@D4z~?mg+N|ld{%d|z70mU-rm{$8re9`C?;*eePZa<8l`}C^E!Em2H~#e|
zlLL-o`ULOsnqceO|C$8}>p~+cgV0Y(`ur;M=Znk@VPQjmIMpq>UACgKoW$NV=NyIU
zl*67$%O_MNHVxlDww1X3n0RMrMcVse<4-f9qsi~RZzYynMS)GVtAA%F$IcL*F3i`P
zl_yVe`|qIn4XBSBXG<?BJ?;uDO9}Nh@8b<tb<{Ei$qv5j*rK)*(Ni0*?wFApZ(Q1}
z(B}ZZ3)_Y($~49pp5ix{|HuiEtEeF_|B7)x_c!>d>i8+AJnug}h*~O*3pi83rfS&(
zpy=UAIMa-|P<@lEueUR4w!72YBwr>?Mwb=|?AsS3T<xPk$j*Lefw$NE{9JbbkVzR>
z+TIz>a#+*}B1kw$XL~@?3dC{C8rvz_KNh5q`KDf}7M7r3eW9n1aF?lnDTTmSYmE#-
z>(4yF28E=Y`ZAL`mQ5}Q4WptdI|t))$+sVM13Q$!bV8u=>LoD_qO$#iR&fSgbZVJ<
z6o;A<?8Yui--|lX$FFKd>McAxZI(xL0I2I5CitymcpQB=#SwH{Rzih-FS3uj0M+!g
zIBT!SxAfbA_Y7ytmShhZSNfK_K|Iq%+OMXXWA%Ch8P{IDNxH-N=IgV1_Dl60+KK_h
zi44WmFJ>Dt8%5Puz9-$j{fwUe)BgUY{e5jWH`;3z^&=w_@$spwtQ$5qSCB~hdANT7
zc6z2sKu}QXi=?(_K3%wu@2Q5fYR)@YZh^??Z)zZa=Tm8so6-3qF=}ln1Lb|X{o?np
zVm%oG(;0mEoF>3beXcoXZ!{UVTe&WnIaYD!__gv+Zqe66RrSWBxT%HduG=QB7mH8b
z7|WoC4fB{ySprSpIrVpO{P{(im5yspCzq>k3hcq>6%~KYQw?>0KlIX3H)P!ZRTEn$
zA1kr+bmg42W)v0Y>D4evX0Lf_L7wYJwK^aCH$~~lqU5#MuNFToXBVeUeT=Z2Pno6T
zrL-=B!+JOt$}~yXBRBMMrf0ix{Fu{c%=}YEM&vSG9tj91sH*I^8n4p6IQTuQ{a<)l
zT!tKZ%AQm^c<P+-cTNcm61F~zY|V&L_j5#o`EpFE+smA8seEGpTlMPbYkSJvdJnl9
zaa^n8)^h#b*_YeXE}d>eDP5}0yeElwNeL|bV^7%2d@oxu>#H&uprXI4L=R0H^o`%X
zJ*R)$?C!nh#B`OcM3sz0mH0&Y_lXK|0&@uhQ}G-#={!asVCJlFQ;w|<f;*{f3w-R0
zFfMEMdAo&`D_(Bgigi2_ioBBweCAX9rjwg#j~NFfJ-b#XMcJg{P1#9UBn%Q^I)l!&
zvCg-#F14}Fd0|~tWI)43-HO#>hJ==e&V%JV&DoLiV~O-nn6^aFw-5<HbL*&9FEyP~
zQ%E0p`sXUx*}a^>a1sGOFak0N9O<R1Z&v~NK&`*u|M+zP?9^I65p9Fo0#<T_0FaCF
z9V{g$B_-$Z%HO(k(&K<u4j<wiXsra~4p@&q71@G!n!o0RZ36)?+yBCrW$@G=;prY#
z8J-?b5Dg9U@aYj0kB`PMibta{21qi25orQpX>_;60^>qWbz4!PxtP|_JWQO{M2hzR
z!w`Vdgm=l2?~-rddo+r=5UlH7anHS)juN*^M{c|EYlelSSp$Yafb!%se`y@GOOG(T
zz!vp^4Kw!hLT%**?;6^6Mv^A;Uue9#)CkhK!X{&%)q*}=HPWc*w$b_bYuKV|9YFY+
zg!&&;KQ~as{Q3o7BI<K;LD{3Hh9qFW_~1tIVFd}O%WC~6o(cmhNCzu`!>IOY`oQ|`
z3+i(FP>7HM#nAst(qE_)8o|Jlb_h*7fPOrH@-wh(MX_w@mHtVzDErdz$O;IjTr96A
zWmo%`HF*@|`ILOM&Xe>0BIj2xVOK8_P_G(LFGW-NGr4~9<F`Ne>t>%cj6AG(Wa3%h
z@TxiYMRA?y#g?zAZv|3$EmuA3B;Tmqv{Ab5r6%f&yl6Xe`Q`WP%kM4lm1e_lZCWdn
z=T;b-KMWDeGXFkS-TLO+ZU49G=4v80r~&cEz|ST9xcT*@-yuhHkN=&&Vu9nv`=Q%K
zKHoe247@sNzO5TLw+_v`zcrS%0T+7Vnd!#iVU}L{3X5rluO;qX<@SBof0I6{7eCW(
z5_*SRa*h?3b66_a46|B3h&{R^N`V)ND-tO)kvDVl$W&5oZZ|o(bbDbCYNRU{-M4k=
zv-)iyUywLN{w3``?XBCgvlPhRi7KzXSx3yl5bQ(!O<aGeif)%dz8UJK@Wn7cGlbm=
zDG%)oupovO)|Hjisp@Ad11spyfPKw})3K42XVmoeLd)K+=x!t0w)7?0g3#2J+-)X-
zkjVGH<R79h1RK5<Kp{_}AiDyJ+*HCEk*gH@J+<k{#=XD$W4ii1Q#!g4O(%3;PiB8T
zH~5O<eZFUd-4}W(;}d(a;O;L`xAYm0i-K!aYgN3}3HcjJJ47-$Z0?-wpLt7{X{ur-
zU-j~sr&U8JldSb^I#ubJ+7lx|7nX|;g+orXBLrE6N=p7^nW{5wH87HccWmP@!{L~0
zhf{D;7|a)WT9pB;wcm%`@4TJ#s^~%OsF7;M{af*9g(}@EVj<&_={k@d*b{XbYAV_s
zq2HD|s{B7pXMSWaFiB+c8L2;viUHCiIcnnFbREBUD2D23CEoesAgO5^851omb*LeA
zNS*92HL9Mn=9ubE+qQ*J2yImgf39Cy6)jiAp%Mh^*9g*lDR583R5~=I?D<7U-b*jz
zyIkVCjF{|dFKBE>%~nb~{;&jb+2$GE1sMW!Fm=tg4r?g<+2zG=&%ldcZ%hT$ygbpV
z60>A`iu>S!EAaRRmJEHGRuX!mq0++%x~`#HJMo$pX|u&+{&=98NxwEOL?-Fw^`uwV
zlXz0__aTv)8o5!upOkbWYTm`OXy@lS7mCajNX(Q-Oyo&Sd?~3;c!n$e<E8p#r@?$m
z3<Ts=<Jn&LCRIJW1CMvuKvum0x|=pJ^W<PW%^}pZt(7ahlq(4}?B}=$euaDpknych
zw#Kh@i+%ev;!9)Nj~|<eJkfgT>VJsDsr@Fe-zH(7Gln{{XnN|XAbvp4$N>f>S&jFb
z8f^09h8ByM7E<5dvPe2*XPHa4Iuslx2$3bu!24a^NBW{fu-B5k5~Sp29acu9a~HCG
z`<}Ymy5mM=943f&{^f-=Bsi1ss<P&$4&e^mE$nlAI3BB2c~^L1@LpB|3^)AYXQ})N
zbh5z*OZ!2XP9q!P!StUm-TeTX$YwQd1A{xU7*B$^$EOA#U#nOG4T&bV1Xu6$P<P!q
zelze+@rhIsxz;1=*JS+=+NNQudvJW9LmbhnDBdn{35mDX(R%U9-`UOaftk`F^v${F
zGW=fE?~E<S`te_CGgFFFV_%0+<?;%RDk=@KzS{@mgaiCYSKCO`OaLA#f(NQN;0#N)
zKe05njnf(#JI9Y76U<W1QXdmi%}&Lo8abb5>WJ>jeoD)!kPw#hiqG*&AYnzSpZxqP
zP{UFGC8zz7PDT8c&(9bnQm5~W)}lMGIq@56A_)OHeF3s7mb@9l;X0zS1hAcZ*v}9m
z*ooc!vA%`rq=Ff+H8if2GBuuNHucebBE@tv#dKVZmb#5Z0|8xuD6`8cvp;zJspv}u
zJtVaHiOsW%Fi156L@ihy)IN|-C#@psbBL|SU1~qa)_=sz6KsB?2p?03sl_C$adues
zI()nR^Y$M$$YTN+sN_)q_xRju4nZcOE}$+dz9k1&fZL%gqofO@xc)x4Okn)NYWfNl
z34O=~9>%xgH8ZnJGP7>J-`h&U5r(e}{z@x{S+n7xanRjT4V7sY-?|mwhP5|umhB+e
zo*qVl+}5eQ(V?%h!v!}w%hW~-kfYo$n6!yBdl<Yk)A0+Yg9Sp4;&|<K4@!J_(7TB2
z-NLxplyY(%WEZXw*jm(p;nBN9k?9nk$0e@s{?|L$88H}IUfNkc`(HUZ(X~-P$o+!m
zi}-O`o`Hybnx52aJ(afIU+svWTO(=qFGEGs2k%}a#bvz~BIn3>7K=IafpSwIoljnz
zYM8CsYXAA9Iq}09dJ$f!5NIlSS2J1f*VUv?WkKkNPc4dibxMW$>Wz~8N<=C5EEb~h
z(7T@`FO|c*HyL03UZFuv7b@22A%Ij4gb!_}_Y^eXM7QgX$`0q;P9ee4WJN;tciG>u
zW;Ihvx9hLRdAK<`KOQHWf&m|PvBg>Ij*@`ub6cfay6W@iim5y=eVpp(X<6}XjnX0F
zBJ*%pRV=fMA+6Sq#X}vBN6q3u!#LWSl}3~2x6AQp^Nb1Q6=n%amo^L6In<O}z%8tv
zfT0xY?ERVMaBm=yzxxaV%4Gp9s(!X(x=wao#>e)es{CCOYtb?!AS(P1^p;sKsvP(m
zVh6I%z%1|vP>FmHWwQ%^M{@jpj*9gH5*Obn%pQ(B9lE8E5%k88_Cp+o;83}jXH1dN
z7=RWAD0pxGa$m~I%px4M?;A+po6S-L%7)C!aYNkF{>?sQ?>pShrkSU&pRGboo>M$L
zcVkUfn;TUQ&sMHHA@fFqj5VK-mR3?*W=#p0p)%4?lnMECF$vY;v+{%cQFER9#$j62
zN!dVv@3YgTm8cdoB}$fi0mbgLb7(M@LRjwgTMBSt@^1X;&XdOCaHG!1r16QHYYjqh
z0BSG0bT41qj!3-%6>(G748e@g!J~rE1ZXFi=^|tU=nja2uHRwWHele@rMJ8JTr8q6
zzTY7(b40RFSM)lHDPQMUG~Ba`77p}e)AwZjC{Y{E`!jbQSNou%#JM!Di^{JZYQ}{6
z@8b`n$vCE3Yhi<2F*dVd3e5iHMFM!DSxk{mI@&hzK&*2d5_uz8TjJR@y*yL)JcVQ*
z_B_yoJS{m9Cda3yY0KlOH0B)jlaG89e-ppKS@vHr9&SY(?L{&R=`-=)iTT+7R@q&K
zXlrx&^2ML~U2RFlB&X`Io0}ulMz6mW9o>7dad`Kcw9r*bZ3pMvt5Tmxj?SD9=4O-P
zR*og4T~@9(h;goHm{iv=vk<44_t~c9UKu7JdqIfrp3cX)wv;ZPp0gf5G{W!+KH--p
zJY6TUZ5?Odtp*BIa6iJz-NN|$Zr{3mYYuho0K0U)_s+XXb@CKwB1_Y(c47I`eElI#
zIO3$|qgsl?SyxdhMP=+{e{}eKqGD+EU7#9f+dX|y=$y%A5O7?p>ZS4#UpgLn%h_4=
z3!U4(BApzvTV2%;tXCkeuw99e<}w1iExK3x*LVPxmY))Mx_ruCZ<3RKos?z1aoy>+
zAIk;~Y=txB^!nGU?&}bl$dv?WGLXE)WiV}Jor-e9ygI1;+EdXSjK9QU3du)=UX3vL
zj>78)swfj#CxtEurT7zmk5*XS6+B-V9kIF#Kl^>8@Z(w{iUjVK9*iZCrhA75nJGup
z!?@lFq&P-lhLV@igi@G2AN0YA2Exuect|uW)g#F!R|d+WgU|xxS;Jr6V17%!LQEtF
zXuzg%+T^6Ex#7dN63Uman_hk^)qga9;3QW0`mX*-$}GC7XlW+<$VkQ1eDuM?;rOgE
zUzyq~YiNr{_dI<c8T;xyGuP2JS0dsr9zfsh?}P2^zUJlq5)on7&=5Y^gW~Z=t{xuc
zRh6>WZi*ac%iqvgqsfS84~*mAy*B;LZ?9C)w0V3#z3m2#Dvhe(>|~Fn>p<+SvOX$b
z;*G$2qM_L%#B6hcJh??9zvCb8Cd)251<nSB+`JyBWunYd^2T`k`s&AvK`ehu13CHO
z!M_{dW8R*;SuFct%sXswX4^SNJCDQcn^;%NIbjfU_%*NUlR3QJLvFSG+IOT5_C%R-
zXbu@ic|cy^oqhs8oq6ufn=dIJik*jtKF;rk?<=cez~sHc(_169WOYXUuo-4I`{{Wd
zjj`J%5rsmUqoj`7{|J}4R%kLt$jKgen@^EJmr;)nyb0fKpoA(G+7hpGSB}x54!-(^
zV3pG_kQ1mi)RBzb{^@RWXR1B91}AOA7|Its&h0lNvzu>3a?T4?KIl|_+qo9QzK0OK
zJ(PB7rb55jIl=$O)s=j^zPq)fTeBNu)Ust^&#Yn;U9Vp|an##gIhwwc3g)hS{ap5|
z^wZ~A6M*Bh4fUUPazQB9McU^*XK%@ENU`DYGjI*YMrQ^3N|fcQo+rinJCGstC8u66
zs;Pfkz55)SDklOn*oMEn7FyAb%KmP{PF+EVn!if`-x4{1mJrl4&@yVktopIZ8cA%$
z(<Gr(DlkC2rg$*y94G{eKu3_(HPsym;EzDhPbfBi!R`zkwhq_Vrl3I@+Zbzd+n}f(
zkcu2w&W^_d_x;eadH9p-B+Uya&|Ltmr~nbO#$+IVH61<7&@FPVd7#Te#M!-h(eoYk
zG?U{DE`LrFW0g&^VOfEC(jLAf+BOHD;VLhQV+yT<{pW4SIrSvjpBg|XR~J+aW4Z=^
z<tf1S!0l@uNtA>|Bl^&Y(%R%X2Sty(`pwmak5jlUm+H}(mnGjuEd9PDkUCa&HGinC
zM5$gnR1K3;#Y5lxvS31aEDr&X8tx&%D_JfjA6<$voQuDiVhH-4Q%|*fOm7cat7C5M
z8a@~_efCGo==6K~sNDD4_Id1sv^^I1nEG|D>P@&;8vsr||AiI?1p#;_n24LdL+8Js
z@tcUYzq$ps9D(M3W{aRCk*T2Do6x`8ZkZ_25<JZy{?7PP%jp?r3Etd}*&pgg71GfC
z#VDkkAi-WbFN3qm;Dy*f{@XYIz3DIK;e=Pc<|Ondn8uOob9PG54|puP6$N-H{=K98
z$0!IlTX42;geQ_xe%pUYmeR`E$twt0g5!QE+0ueUV1_Wq{mfyrfx34m4Tff+biu>>
zYWZA$-$Ce*4zhMq|32ckz}i(C&~8_Zv1ZWd5*i(H`2W!JwhuMWBmygbARe|J2k`H?
zF$>^(2!cR&I70|)#BUvlzFi?s0&<;FZX*(!jnJaDDH4Vm-<SCBem}B^(;#g0Etsr+
z5ysWkk8-7^q9E8H;vvHiVfl)DAZoIDYLO1&0<tc|6vMy)%sxJ>py#q^U~T7y2r!Oa
z(D=;QEnBnAI918b&)Z1bj`?v_EaE&GO>mwFc7@~wGEgt%Y40a*qvzofXx*A`a?}gC
z_YnV0ZNK2QO9QBtWkm@X<jWT>Ekw;nWFa>0zDQ^vipQOTnCL~V>z-`NP_px??;Jt3
z5T-tippqciIriyq)G#6JBWBp>1lkG>!DO2lmkqU)W2_Abg{o6|@1ezV?T09*tiv~p
z*hc<<?9-B$<L(eg1Det|_wSIBvM7s`6BSMrjycPpu&NP*`QSprj{if)nN!QgY*rf&
z|3<He+Y7xmHeGIe7u$eoB{HAWWbG`FgHPc+fy12VSSk`WGr9RH5zOUpH0kTBbXpGe
zCutaD^}#)kE>8NI-*1wdJbmoJRCQGQVlUqLW_6sR!biV1Q#g=cr_P>%0mHzL=&M6_
zKTF+n(x7N+-!n0`#5nIeh#W#^q#iWkp%%+<I=bZWa3er%b6r{Q?CVt!N96mS8r0O-
zQF5E=LW#KXqwF9DgIep$%BVZ;R_<~rId{|pM!223bbTav0UWla_BIMB?0q9qnfCzb
z#j@t9SX1IS_L;%OS7c0&|B0}*`>(vahL%t0DFXKTK@d0}v7Wd9evsO(-#m!2K5qZ{
zr!54J%_vHe!eig#u`xfVAKm7JO`{azFbL{kDW>}{Ekt5JY8XWKxGkFj;uqE)Y=TbV
z`IaJX5s5Zr4E=^im~w;uqF%1U(TIM3vm1D5@+i;`MzPlBgpE?$IN#!g)f|sZqsEmF
z=%Ycma9Rw@G#yaKbEp6?Modzp{!_>!wFM`kfG6ZFF$}&p47hKN?`6ccq6|UA);Ulp
za49&w`^NZwXZ1a{?pv#dD=ig7J&MOts1w;Z{Wd_Ah1O>*n_9TDKrNJneT$Y4Bis+U
zg2M)+X_Cw}&!;+Qltr-L@-+SII?k3v7U1FUZGGqxY<<Gt+l^2zP-GHycy*(;3}SXx
z2uNhEs@k^hOWj*fbWJoIT<$wq-FLve9=B$IXn`)nw$8Dp<hYOn++kP|9?ES*Wt6Bi
zz|r{`jgaN~At$Y_ZYcXf=B?4k8pHPuhUp={y52w3LC7iw!$_LW<c!l?ZvH!U7@vxw
zWny^l)L+`0PKU2Xmo3Y>b-LU5KhrMW(`;kBt8LmwxaY*X+~GahXV%y3{vYYn@xh*#
z(5X;KP@S@&w@cx|0ILoHutQgF!hM|(mwXCksX^2wyyt&Yx&iLSB?edr#F1!9f?D?%
zGe3@%SB?M&Nll0m(bxVr|IBrlzoShw)Ys6!>PKM!k7FPPLde-@B6oZHZOyHcgV`aL
zRM!ll6g*i*9PtsOG8w`U0ex3v1HsnF+&F-u1YhLHP`9mg<dYXnd&-Rd0{O0uYfIlP
z83xPa!sZF;M^JbUWnmQG^OCsuU><k4lx3MhI9l8{D7Z)RI$fp_$6WA3fA8oTa`Sz$
zc_Q%(Q>Sv)Q{s+kuE7^L9j2o%Xv1RaJobMi6`?Fr&!_ITp-3m@6q&Q{D;u#_EeL-X
z>#YVdPfv=zXJx7$=do+<3G4&}%=iAtU>^6VGq&=rF1D_a_Y=PvhS&6!PnI?$2dzZe
z96+hWFzc}su}4Tlm>W63)_3Xnq;qHQ5;g1S(5wFFBdwq#rcZ}){_D36HQ5$$$Lm4K
zt}Xeny#{nFALeEvD)EgHhr;8P@ziHi*+li*Ke$&f!r$vZjnv~}&(mUm6B3!e0N%C&
zm<<02`AOV<6wfE&KcfnC*Ni$-df(XIU3SY)^m!l>N}_or)6co_sPE<DuTQ{H)b?Al
zP@JRHST}m;xelTsm-=i;^VS35%d)lxg1RbMSxOJm>rDf#>t**G?=Jjp$W3FuRLghA
z<)$qomNh~Y7IEMr2YeOwGq{rfyxl`MYq;7IU-@<Y5R_*>)bqYRv+Cz$wN>(sk^0&=
zp<Bin-RNF*{{MYEKOhmiXBQmk&v1!OL>xE?0BCQAQoDYv`4Fwo(u!)l{`0j<IeFH4
zpefi97Ez1aoa1*UefQZKGVmgAzTCUTjSEzkI}HM=G$HTcLi%}!z)`y~GE~qLc$0?Y
z8jbHDxe;(c9Dg|%fZ8u(YGsIuKkOM3G`KG3AcUSM?OPL<19X6&6b~nU%Vj+n{CTAV
zI?7t%|MtJoAh_t>P?XUjR9`(C5@P>8*0vQ@2<hx`Uxu5~f><F0pzTrScyH|%<-DDz
z9}CE=7vX~}NO&givO2LN*5L0sUQ4<;Yfk`+QP8M{=6z9d2+RgvVx{`peOOtvygRkJ
z6pZE}X#X|l{KTwz?7?Bi?nh-o<FP66{kJW|?t>`LXZDVIfKi;+ENO!m2jolr(o4mN
z>FV}JMWJB)37nisT&%2c4vyWet-aOVS9{j>uWqkE#r$O+iaph%T>#s)L;arldGAdP
z^ucSKXYQ>)d1&$uz@*l2&9(Nn_3J(tTFL=F)AKMpaQ?o+!_({M&vV>l0tP<duLtPy
z3mgV`Wkq(6eFIQP+S&jwb`yNSjCq0~F=i2dJfU1tQNtMuI#T)=7Oko%0G58;sa&_2
zSsJ)HLRNopMW!md;fKp2`~r`Vc)S*M4q2vM$a4Nt^FGvxCI9oAL#Jb?A?z~+_?l`V
z+LOIPM_}Eh5lJ)gA5OF^X4nIqUHbn9T)PR=?DOmtJI;5TX8uLs=b|6`!d^CY$-@0!
z^Jctnmo(6?w7L?pom5BjfgLJYAYiJ8Dvyg-O^EkIifrkNZUH61=TNhabF(4~v)j(8
z`*(S-UEd@lC*`hAUsCBr%CvTSw|v6I)~9_){faAM?|}|>d%a`eub{NCvGY&|#-&dE
zkQ8{j`cBsUGO#%wk8!;r`;4r9`yA@<4~kimgQ^*;55OGihD4fVS-jdq;PABm#w`u(
zml*Pw`|t#|N)wzaPb)S-?eWIwc}J>?LW{r_0JfM&Wp7Hv#>Z#yJpNcdEh9UE>U}wC
zB9nqKoNKpUBNDnSohF2wCM>tD#vM-qV3i&%GyxnC*4r-a$I|`!VdqiC0Fv*Ko`;Vg
z(4IiO9+F$nu~9R2N2t1TGVboV=J#R@K8FluC<z({Hu>q}cWz(HxZ*bRV!w%(e!Ru{
z9QwT@1f!cJ)|>K>h^tI@UjYxA2y~LW9zNUk@Dy4A9{@0?{eV^)WBOA3vF!?Ui=;_>
zyAIbP8M;+7v+is9bulv}p=5}LS5Co=Md}DckXzoD#pg~d1Ie2JU0j>S|El_rJH@r>
z>#C#4-=tkV0`61h&#>9tiCNObE-AItUmn$O4V3)I=&ernt(ljsesr?u+qya`sAln7
z$!PYP`SeWI+*qJ%;Whhh!&NPt)5z^ax!aNUd5c4|U7075&Fg%M&fJR5TxwE`8Izo{
zm*#Q96JI`4+Ja8u4%C`Q&^wQ@(nz|tA9U&xr>1o<2q+2VO2T7+^cowhYK%H3O!6}e
zHE!=a%7N5^kHHWa$m*o-t7WNyKFewCwSvVq%+|w%+Mqi|f^7wI{6w(lHx0@#G{%tb
zVEE)s?{x>VMX`Y~N!_-I&g@GN;qnH?N0%}5BgV%OfXg&#t&mnwcmBv<RM|I7z~IKI
zvk;&x?JJfnxj*_q%@|A{ouD)eJbG?MHiVeEXL73-vO<^v0AIwa;e18&3vGxodff-O
zs<trmnmk$vkLft1b0{QK+@Dd?vmu{Dqlq@;3Z%fYS{QOw7ziD~IM|bOlEP)ga)DRt
z&in?cpl#25i*VquqoJ-4(zu}gIjtK3L5f349E)I{w7`FO?>aq593lCT6Bdm&<!~^I
z0EKX?f8Gf}3xXIo5fSKYT577$`8Kg|^GDjDO2N7#@10-}DUm8PUKsL+8o)gM95ml}
zG^&{LDiV?L+Anx*MX<)`ZTj&LLsk$62n$oDLXK((XrNimmHn%|2)bgk_wx}KA5u{P
z>xd8-<Z^Qua%L64{T%AU!r^-Ax-}oaqSYffVZPHSv5QKDL2*u7y=D|_{JR>!T1Ckg
znP3KB`6DWIaxk;aFhlqscUuaLF*@QLnu{6!$$26TfInhKtp`979)Q2o5vYKi5E6}L
zU{ejXM%p8p(Y!nEJdKov+g94ms~da+qL|-59t&;tFR3yf5rz&`2L03)>$90Lb5@53
zIQx@)#I?*exy$@b{!3Qpj+9ygcweaJ<IAjOO7MPWPkj-p<HU#v9#zYxP!+@;LknH4
z)rr{B;2QEHXBwKw;7rgz_)!j<JoQzg^KGCz^~uOn%iO*N4Sn}cD8{N4g@|K6o${#J
zla-O3b$VvEx%qr+Z;y*};R6ReJ&DgOPS7Ot!^6jke@x$xm}kzIrH+|AkpF3_Hev2}
z4-frJv9X^2IgIaHA5Y3#GKm$k;>|GSQ&aja=UQ29_g_s;Q(e^!xe}QhH>6|`lO0mM
zZG+r$uqv|kYKi<|a++^n;%+!YZNTfXCY`Hi%PM$iL|#sOhnff<ebUGs4S{97TVX%d
zZEVX7C%-4vy#5q3JwDl+!U_qikA{TuC@z3S!s^re;F3xCk3^q0Qrc#xKjN|VF&U{r
z@Xs*=SM=P4VT+(}nvcT$lGz9W2gZ(Qj?kYVcAiH}C>cu7n!z&A(cG<tNKfn@+ysTZ
zMf3yX-Bb&Vge_Ct#?_al5(Hr+8nFm-3bx)eF6?f^Cn*hf9w!nuCP2O<C?b!ZsZWU#
zw9i<BS!nG8Zb)&PwnKgJbXnCWl?(938R)?QAO={5!jJv93m4Zc5OkcddLIMn6M-t7
zI%WGjwf5ii-*u+bsgNue0FSIN_{yt#p{v@nuU5`fOR$Yj*v738)_h?4)bQtzw`Mqm
z1`Z(49(RzYL>`@MT0QARYm8dk%4>H*Jwz3~WG;EhTxa3cjoC7Y+_?L0_g?gNG!(_g
zJ;}xXlaF(pOK_Z(f0PqGodKIp<DsSv&g)J`M?ce&qXu$)>y{P?U8$tyue4Xz7#@5_
zal~WhLDUSk`3lA{XterM$>dMc$@xPc{u|`{)X#Zoi2D;-J)73HUefMUIt0j$^Q@pO
z5W{VI!D0|`jDuK%v5D(f(LLXRHYekL)aWt*%pS=AaZ^u17$Chkm)d0d7ZPX3@s%Hx
z#4UG=Not2oWp-86zc{1OasKlo+n5W%)|@coV$SHBI6fl+o@Km4>_@N7AK=g##_PaK
zg4S~xAo8eeS`9o@FzMg7ctipgaYFY|S6zmL2l|ToP}ZVLUuHkn8k2*MWj_M_qo?5F
zpz&5zv@EgpoaP_bAWq7jrQm-U{h<KAkg|#(2TMS_PDd_&gcp()ZuUl!WACv9f+()f
zIaYv)jO68bKt8%HkDAWv`malImWb~<kOvCDS{hZ(a1!pAh8p|_{yUiZ3c}hJBc}02
ztP-RyLfXWEV`*q?mF(rdkIA$mPDOqAecoYzlRMDQ^Ee@?Xzqy;#fs4$qv*HE%^jO(
zJb%7~b&2t6`7?HqA>!%H_oM7Lhtvmny3~IMIQADtJ-`|pZy--(!2zx<C5XI!9xxKv
zWb127@@cU1k1us-*)<i52%05i&xXPR{dP5*Zof8#zvl=ah}sQ}8yrXcAtB~*o9CrT
z&4Zj`7}u{q+^hP#x5Hv?hbO%su<T8!!^p&6%5Dn&citK@>%IAWUkIBC21Y6}%*j^3
zK0jJpKgRB^4RTp!8r2D;pBb|0KmGpvK>m(hv{S43yo=UGCsMj#^88f{mC!)j?9RfO
zpI!MDYoMgmsg_s!#B^d&ZZxqn{gWnG+GNe@3nv7`(YX`OCJc-DBrTuZJZ^d{yovB(
z$>Yx5?t1=TBDmyQT|uMAe*z5D+OX|pt8+brfs+3a!_*@_F6;O-kuNT>)h&Mik~DVV
z0(<8R7dblT4el{hmXFrK01t0XSh%&0N%@bA^M2>md~G`VOX}EJiPc_7pj~!25hpr=
zI&!15N+8tIR8Os+M+*~h6+`wsfhnrTXZ8EiMWh7+{Ly*GGB;yFOB#wyB<&BaUKVrT
z_6S^TYu^V)B_LoYyum&}#b7RVwI^x=_>SAQY*CkmBn!to+~iS)od;k`Dr5~B7M#r$
zVfKd_`3T@9Z9+`Yq|HU6d7Kqc_0?6+dLKCViNG6fqy|{`kQ7%oa*q9PRCG;~+D{E$
zZ4l)G_5SI|4dYg%CBM@%hDAIO|6%$3G0z;ogAZ-ebsFZmy)OYp-;RlcoBX$mADOdA
z$tM~7PQau9RHbheqcX$6V|RD{Hxz(O{`q48{{F#RwgiUI{iyZm-iXBV^6}PILl-#8
z#Kh#Wa<o<U(RZFOs9#L<@s;Ip>cH{Zv}9>7=eg>D03w#_oi#(=1&`kQJB6Qsj%2Df
zVF5ae%e6Pp1%pklsU-Zuk$k&KvoNdems|Er1}Ws08kK~yM62(1n5NOgno>qL>?(L4
z=k>dUhLDPDT+5@ZBeRw}DC-+QA91OvsZU7xRK2T+$&9toAyd*@e~a1@97YblWRTU5
z%Fa?3a~w8g;3KQoJ?GSGBhXH@%(L^9ob+7xW<E{tk{I(>X~WX1ZKjdIzt!LVweRfU
zf};2;-=ucrugn63_bEKNHr$PfCfM*FOV?o_7Sp27{lu<B2rm3kz9OM4a&<5F$pmNM
z8xsOU<>ke<Hlv){{hSHo5?uQxU)W2>FI#%uwcOV;J2rUCGEm2n)FklXYhvQpl#g;*
z$*LL2o@yCHT>th`s+pY`Z-?27fYd7)skfbZ_hUBjP}XNxkhGCh>lod4#}Q!|NDU5y
z55}|-!Y<>nKij&-2Pek=L@t2+L?o0`KS_19zYD`-<HJOv65{LSNHmO(WCV`eP!5aW
zzblMhmdq$Ig~0L|O>*0;VelYWD4Z)=km*e}w^l2fHdc0EcuTO5S|h_CTTNrU1t5xg
z|J@$9G1>IdzYE8){euzI3wZoEgcBwfl8s~nE=YZA2R2C3zgsOixDPINtP|dAasWNM
zn@A-e4CKS{J<XZ@2l6>z*b6>$5g~vt&x5}y*njis?7F%zLT<a%117iqMRZF$P}=YQ
zAH>TCv#wK74Es*u;u-<sL{PUVc|rHShrOO85qA{Y9Nih*|6kkoEdnkoss4d6;Mm6W
z-XeCW^uafyxcC5fWyQFu4p0jZzwwW#ry77hB%==&_+D%E{yk<0UBadPlhh60l&~vm
zZ4?e8U^^=}V+9%}9=$2~bn4~4ld&2;_2qBvyV1Gr!fzvHeqX+w>KUx)8FT?iziW1}
zem0~&Gi0JPWa3`(yY`9WpA$82Cz6XNI;wyD^;~me$@=_KP<o5!%I5BmE#=qNg-E|D
zVY^1ej@I*ojm}QFcsF|*yTLcw7OwA7DkD>5nbUsaq11sXfX*Sw4=O{Ps>?u&AuCYI
z&2t)|<uSobu2>Hz(pV5<%R~#TMJ{$8WN`Run(d{$Uohpvb+Yy&`p#cO@V+B_k8&Op
zC=M%AKmYaMTaD*UnNxb8Cxr5pY=h;3+@;_hfSk36ff^ao+7W32q|=&c*{W?pVeAE%
zZL$LmrBy3*?u{y!Mav<_oO_yf&xrtV-H>R+0ebr0%MkbtO;*xtSBMTmz8E<wff#>N
zX2;JC88Q-#HJb4Re7~R&4uE)%4S^|LJ&(AdA;D980ach=j2-Vs6(Tx6$`xBe?g4Tj
zL>R^g%MI4K7WdnTsaglJRn4H`Xe?1(%xY^PwPK?UV=K{%G^EP8jQ|?1wGeMBLfY;Z
zYLnHq5d<!ss}doGp6b>dSXxh*D1-wPC7UK0D(<8Rvg$FcMt{Bxqt{n2mtr#8=F($|
zO_tQT!zIDWCdDd_2&vs>&gBBAcr@S^(%=al-)PZ>e1$0=JMG}@_LH{J|K<XXN(*Bu
zWU2K__rzD;qqDo&O*58$-!eRuoo#fp5jFG-8VBjLA}~BOpDlnrGV{JL8>Fc83BTDT
zn0#=KNDc!;ke)<y83wdKaKe`1H6=vcm-{z@b5;Se{w0!<9n}^k^;pKQZ5dlkq5>__
zpVLfr#f6|>W+NV64Uq)Fe`KEzU*33ZiiP7>I{+!J>XK9CB;__50475RMMC=<d3Uoo
zY=_jH$xM-iALLVewskh&RL&oA!mv344yStMDEgd+@1h|GNiz4eQ)sKm{BM1#eFbLU
z^9-zStul#<(BwhDluiK^zF7LY^$Ii{uyfyLKJvsf^n5w>ef;-tt?h{h*cn#!BnEda
zl7md;%sRC3YO3CIsM#WaRqxhiemH!r95xp^9#^#-f#t2xR;1^A^Zk0*i<qvBflp?F
zob^q=!$g?-Q6Bqb@GksRn%SKq<Mwxaxo>^{(}LZvCTzi^(ydLt1-PSZC4;T)0~+eQ
z>6wu29smA;rn~x0N%^zg`Ib6*P|m<{33nv5y4wvcV9f$Vy&#sL%y%Vyx%(c&r-X{g
zyoyNdH6SK0qrLMH;Iq*KSa%pi&KQE?c`TNgEFWm2LvBkvmfr6F5)AKLVPxzDOW4Ut
z=pX=c>xOh8k&4_FZyOwhRtN$#C16xPmiD0ln_C>OA5rDF%3kxjVeAwPAl5VP<ki{a
zRkdWU<_OwDXf%Lb2_NqV!41PI=0@A+`ej?E#p8&8JQ##Ay#zaE{c{|D<Jc${W6jRf
zkAel4-(njfAret>nCt^E6>6L{5P0rk@-C1hfThQ1fJH{3`oK(TAj1DD@HjfjDdYet
zC&Y$84xq0Tg{}g&hNle*#qU=(dl8^o*r4L>Ab2K&q4CL`a}{x##$p;3C+a3$br5k>
zQyp|B4>}W$QBUk>n?`{IA|aa*OdD@mb|UGwVxrb#WBGKWx!!Zg1zlt$+aNA+Z5TxE
z+-2L>eCgoi;p+Z$egQ&Rg;4&8QI1oB2FHU+>sm8Itzp10%&PdFHH<Ub&a7fdaT;|o
zv+s^D#W00|;+iAIOb!-DFg%DWYERtA<p@S6{x^VCjq}${lNKe(JWf%0oFZ?M!bBU)
z1$l^;{D4J2wJ7ave)I-5NHqy4ctbb2G}RG+dFNW78x1)}>BRiE`ajEDPV+pmyPcbb
z`*5kA^2a<}j`Bx5)Eq%z&~X`XQjonP0Wb!$0ybo-0z6cc*};zxXu!GLaY6*ql?Amj
z(1muORUsgAgae~p3ch2?C*c&%H@jWd1M1$I`R)C!SRokT?Z2E4&%Em!Q!d{1eDr`(
z%SA9;W_H7+m5c5=YCbv~gTAZ9{79x8v%ia06_uHV`xat&oX$52&2`MpXo1%*gaAqa
z!R8A_VUldsqf|tpBHL81EwMLcrLR9&Sz-@}U;s#25&#Qh=i!5b=SS@dJ%C4t@N$<)
zR4TAm7t7sZmAbG%Sco0tBKzBIw76JkkY6WofZig=uAHA>Uoj0gPCjfMV!l<!W9rn&
z3w8u>v{io=F*Y>;)glwDxrs{Q@o}#^JX6J4z5LQ_Wa3LSBx|@GcTFcg;Jp?HO=&_O
z(%?H}I-oQo<N%|<CZj;r_~w~-HC^sI_W#}dslLAvaj+9TJIBdB%*j8_$vqm=dfW;2
z?gB3i4348m)vC02U0Cuaq8cuoIHFAYEff8el6}Ux8^#4Z%1!@5le@(nb!CA`5B)+j
zw@4*87rkh<sLxSR=xf+VJfI!dOs}W^catmu0XHuBU}V&-#PHA58t($>^<N5<%SpIa
zio4gA9e9=g1*)FCU6}WG-yZG7GV<Pir;^F*eTx1W7E(3wUec1vt-c|M9l~TY-N~gB
zu)pIwZKaoai%-m345lR+qwQ^)9d7AxHL&8-@|1H(h)?~}@DC8OxMhx+*673>)3JrU
zdlLS5R^Wx7)90lOI}4y4w-M7w!Cj`q_`ipA8r+Mq{S4$}p%m0YzrU}&HMPflgNmi;
zkBMh(?WSeRI$U%zFtB*bWbJeTu9m@z#rRwxp~=Cl5gQfY2kZZgeChZOfq%>!x&VOn
zRw*P~vH}rYj;r4vdfo$%s7Kul!~`yq7yps)h9E%X`)m=UYM5*g5E!|HyB!X16?)g9
z@;O|}isa=Rvi56(emP-d-@sJ~3lQ-aJD>?IHfP)=<ORSEGsJXG+Ll>KkITv-1~1`$
zVd3dQ^Th90hFJlvNMW|?So&Qf)uGJvYi}*c9;VK_YG<}W#KmxOj>n~kI2J2d?^nfa
z0nqX{FmQJs&AVkx*PE0^k0z~`Bmz98|Bf~f8@qpP+I)RyMdJZ2sl$wbEB=|sc?tWh
zYm=PAb;jL~vL;cJa{!st|2IL~$LGGTZdD7Wyx>FZ*RNlzW2z&IuJpl=dA}d`KJ{CX
zbqti5tetWlx+-b4Jz3%0Q}bo2W)UYWD2~atn(!gg2!5UpLYL2({UN;)COywNz0GNV
zgJ_c^xbNSO{Q<?)-h%ti&aZEZX8nGiwe!o0T<zbqSn!2hvYX$M`|5r&A?^gz36I2_
z<<|xe%r3kj(X1(vxXz3Xj2rC-m{+gOO>h4o7POFV0|NAid0Cr|0?Bo^pj}(1a~eIx
z6pZPiPi`RC<ePE{D!Op6Y#%zg)h+G%UB}=6HJ~1Y!S}rKP|-La@9Y>V5v=#=J+X1`
z$0w3)Qc0TQmqyi8xZg^uaaU&d)x>Ehe{x1T(p&mob#Qw;y!dYT&bN+aW|0q^BNF))
zAEXwqPIXHwU$T5{V0m!Yf<e!UY3Rw@@0QU+mb!zfcLp-=4K&AP28fEBT|9xN@@l5y
zq2DujBfs#v;i12aSf71I5+kY1+|>F}3LPjA;qe*4tj;g3-X}$&fp1D#;$_D2jd!n|
zz#<a6fF3NSlYFd`%p&>j^_|Q0VRA&UJ9iSsx{IY`0J?>zX#mihsd}e)VEKfICM_rq
z+bV?MVv0$9Gk*a1lf9%SsxHm`GL)MKY$~ps=z>tO=tLHcNKh^NYx8Dn|MowI&z&4X
zKa0RfY^fRg5qfHcNU)j@GQD_~%6>gSXaoL~I<P!`=PRJ&XS~d6>K|6uVdshc$LP-+
zklRAffLj;naVpOIargv;j5I%jI^k)Ezz1;A<m~CqvxnX|d1#M^K@XF3fxdKsq|4e%
z7yEheb;^AHE}Ve?(#cjngl0ZN&f=lCI?T8Oh58(*_7%iKi}qFfQAbf^8{m{5ro<_l
zrFd2<oO!$$Os%9@GbPfHIy{VL^*z-N0pMS5Xw^7wNKGp5#M4M%d<roRQZ0Sw9r2oD
zViy5hYu$*OZW#QP_oKH)mtmYd?dVrIBDr5Sy_^Pik{i|@^X*n$pMF)=LQ5IeCNDS|
z{9eg?yE0q(X?Bq~tMS>o-;;aLlXK9MYrvCZK=4Y2^OqFo(vL4brxuqeo6LAD8g5nm
zJkDv~ot<v3q0#(nmbb#YL@c^2`~KeLi|LUOs{F8kLAis*2L$b{@+i?9Zf4DVuUrb!
z<5&?8GVvYJ>T$jltRcDly3ZR4BJM};*fv~<3?boB0gXLtF+vSv=Pd}!q*H7?A=qh_
zml77R1SeBbV#|m%B~7>2HFoYc#6v*TU%9D+=g+vezKPtR<##j@o8{@`Z(YJvIGVJ(
zG&q%tgSww%vlt@Kqz6RsEH$f^oN$RI&lag8fgN!EQa?YU&i_lD?-7Z%hS*`}U(cK)
zU`~0pl#t9hM<DY(cwC_$1;l~Vwu#F4-&-f>2X_6R@-Gh*#WD!X(}$La<SYT+EKxwB
z$DRQaX&rN<I}e{HOsSNngq8c6NBS9SDdNAu07-vV&FgOg0`Xpvo$_64g&I{!U}ngn
z)u?{wX6krZ>no$iL)f&&=eH1MMr3tqg8A6nqImN|S6ZVklIEqf4#1A2&Kjx^Y-1)|
zA(?E-0Mf8+<J3|EMux4BRsp&OgbzVJe1l5LxL0G@AwFb&;Wy0j6KwP!MzI71BbjQ#
z+Hf-EVMrWc%4lONc-F~Y@{B_wr}K8$1r4niJB$VN(M@gUl8=usXn?NKverH0W-EVI
zAWk+{jz5<Se4i0m0<u+xgyQ~qd4F+kq;5BB5On*=_0J`~Q4DAYfNL0-n9Wc1qzGVD
zyP{I+k^F4xkXkgJ0eF+W*n{J?wLC5<n+CywD?NWe0#PWOX}(BHjSR*N14~t0%$A?S
zKcF0P)@;rRT_R_Ic_uER0E&bO2bvD?WD?#N>_Zp1HXY46iz9qGA1K9ou<$nn9uQY<
zzye2L{OsDG{(Cum2&F=5cOi9jWWK+z`b)z;Gmx^F`UI<B){d&}@jZC-3x$@(^Ve^7
zm(7Oc4p_5sU4>a7eH++RRk_kf;@1NN$?6}x{4dh!tEv1%=_&?V7l^$M!VJp|-xx1u
zrj&E8K$TR0Z`^M*H{;k8(^1whu*dMP%Ovy(4}EgTe*|5coi9_&UON+4OnN^%f1aMP
zpr-M+%?){wkX!lF_OO!eE%c)Ca{j}$f<N5(@T-F_rBUOLjTN3))s#}yf1#oUt@wDe
zb_GK)JYSp~rNv9W_g;;N#9|^m+!?EC0Y2pZM_=AFpYKVTvUVo{uWOrhO8uT*1^V+2
zp;yCouFBSb)!z-}xstxpJ;?CsYkTL!_^8>7&Hv;*<!@Bqd=AohXT|`7gweLr0CE$9
z`#bouz(2|5fjhuYngLBi(pIJtQV6&t=krGq6}*z6U+&|fOaRb#T?8ToW%QjF;LEQ&
z!?o8j2nxdcVJ@{sn>ZrcA`Hp&5S`)+h|wrU7=+Qvov|It!HDWi%-w*0#uibButI>>
z1~v|oFy*n;U+p<z$NMbD^c>39YUtn9L~^Xc(-i~JM670bnjPT$E4af#!a|8S71WS_
zB1#6pB*@kRF~B8I3FDC0SU!u#C?E*n0)3MnCi^oFd%yI9r%KAeAn~+b;WcCY(q_uu
z!jr|NM-_8lf6nFg&3#pBEx7?3ApJ9+fr#>khExmQ3QsY299rXD3Ap*e!r{{O^2~Ak
zY+Wxow2&OS9(W({Ep@V7Oz>}gfqAX(a$nzD<DtEOXMD<Va^ZXjYjDg0S-ygGbxL4&
zjBmsHq9f*3G>SE%6UNuB%M8C4D=-kPCQiVGve!?e{`<TS<xar>{EG~9ydBWzzT*;8
z+m};AE((c7ym>_BRwQXxufh&mbiA}F_}b;q>RhRW)(*|k&Z)+e_H!CM&FlgYBdw+O
z_n-VCQg02Fu0dQXCjF12^Ny$b|D(8ZagDl{tgL%Q;j55_5w1-r%52y|WQ0P-b*)Rt
zN+?^(9@*Qq$<9jl-q|j$dw=hKfAycoBR-$^=k<P_=Q-yY=LPfpLbHRhDb815VQLOK
z0TvOb_NHqEst*FQk;Tv^12N#);YGp&E__9LP|tx&LTk|Zp;Hs;V7P8t->0&ajs^bl
zttxUt0r{T-GMkD*mn|PU&)rFrGJWbkPNdpt;UM|ZhDV$s+9%|=?9X*Bpa`$Z;>7*)
z|4G`ua>ILJbDz+Nmsvz?CiglKv)Izrpsjth@9pw~Wa%cC1P1gt6yfs;b|#7E8p)YB
z{+&%=TRRm=5JMmBtMr&a@pC_gU1iW!;xNL__YI&0R1?Pj2%~H3{eLx1n*{sIGq$D{
z_45IZV5jn#=D%tn`gqdb{1U3(<K!41{M$!E0i64d_0s#h-EF4e67Dl^!*<PCk6Uf%
z?}ayYlOuS-TzB4xislO%8@i!>YXP$(i`#M@{35oJB2f}3vy%)_JG2x3PJp&yptenw
zyIK|75YMuwvevVNv1sSNN9r?2f{kw{Q!)wnGJ?v~&K6jwIp)Tgw!I{WYk50MKRKAB
z9i<Pqq>oP(4vbvu?^^e(S7ALwC477K<?ECGbg$1M7S*q4`X~CgN#c4Wr+XwX&XV_G
zMn#x!exvKedf;hXvjFI(Lk=(!05v>($!_y1gbteUUe8q}I7|G`1pnA{MrYf%$(Dxh
zpCzMXSwaH~>IqIxZXje0@A0&!YctT*vq|N$>x<vneny4enXDn7o9)Y0#+$1!QsGa#
zZ+!ib#d^%mbG>tMCO>mBx4&`9$XQJXo<&I6d+gPwxrJ@`Lr(SR@SJB-Xx((fsqWsm
zw^P+&@8D5o<lBaOANcS-s3hetxE-MDkak*k&N{Hu+z5{q+x{;t4(?~1;~!O*>=zMs
zGdzxX+~6|o+8@%nTR%Dlfw#3={PhG+6N~_A&;dE2<#spX1JRKcZ?4z`>p>A-??QF}
zzvPQTClOjETUP=RAAIh*hX1BzVm=1-zCjDe@$49IRc)gD;mx$CZ~?_7aP6kVYxG-x
zL)ppH#Iz`HvOUJVwPCz~ZikUPvRw+K9~|L3N@Jm%jS2X}+YzS7#yZL1J#1<+58-zr
zFRu-j-B;%Xi-C<0fC~tZ+ue5WxL1P4EQQs!^eTcU|BTJyxH#<QG;!IZ<I5#(rw0Q<
zLLs|+wt+e<3U$)n`0}|H_jKgxM&qAn#}<ZLy+`Z91#w|m;cpv1`$s<|`=KTE#9IkU
z-^WR5+lcPRk4OGd&w)W#Av7wdCsZ|F9#YcMPo5~qeC}LS^?GskcI!{&GwUj~CRnZe
z=5)2g%2C0e)L-a6`7wFzXE1hVl--Y(_%gnxZ{!9N&{g>2I(?abqkRaCEMmjsSeIu3
zM0yRZ?Dr=Z?QSeJ#_s8dT|lE)M6I+eT1??7tH%cdL^e<B8R0{2tXhgq<vN<kIdlna
zC_!oxIDqBeBc9%xSHe*fF{lJ+irqP?TZzar{&%4#`;`^XFmJ0N3bKQzp(m36t={%%
zZGmMMocy{&BYIcL?Z+Hrgg|}NF)GU2tXg>q_8E^k9M9}cxoSI&v{g`_^;ej!^KGhA
zXd+b1W*Mi)AE{jbnQ8FxrttD>;k&y(KZM3l#(eUA%u4x-wMCpQ^9Sp~4>l&(<;O18
zk6lH+y+{p0cXod6?BU`gMNNE(o+Jk;Zevlb^`odjDJ)GidgrLz`B?nTTSMs@!A-CQ
zdpS?TcZYziv;ufG4Mtvv3b3P5=y9tf|4*WUyYzc7uSE2?C4>Of$|67bIOUi2rmHdo
zj1^w@<;FJ^j&eHQNlf3if+z-EW!B>=c`sO%oHh!5rVm(W;afxDJqGQTw!)Vb|FEvU
z9Y^MKD2gyEXP?l3bU_38*#~rUfF3IDLv8YrkX|5_2hT3-9TCAe(I}=*fyzF^!iDMa
zSZ7Y*iN@l}4{wV@UzbJb$Dyjy2sk-ho7^CaX9yZe0G}|^%IB!}xg^XPjh;L+jps*5
z3(6yhp!BAd_!&x?cyq?Kh={SQeZ25)XyI%e(ryNhmnIa~5;5Jj9^Ki3Z)1o<G53tI
z_KmSbqiwHGK~Z{XP>Uz(zq`##ND8g6u|KeaZwv4an8cH<maV@3ZpKyClJQ>T&AkG3
zQvd^hozK_Px6gW$4K9$JOY@H2x%ZZ*<O<hg4c`3}J^Xb2i1o$+bFVvFuRBYxJ8S<N
z=KgX^!u-H1*F!hUt+t8N(h;n-UK!7gH9z!f*Oq<n<=mefH#8Cbnu%K4(%cBNw9Il3
zF}rkoZiTB^#3;x_C;0g!o6BpPosWKqQ9KqY^ZdGFP$XT$0aptQ;68jw^6WZPt#&6Z
zN~eeef6;~2#sr&PvW8{eW8wM}kH~(`bGC|Y64h?*Fru;z_I$q&pS#Q5bUbGty8eX}
zDYJi@G+^K0rG5SlFPe29IZUAB{$bk6O3m3fkRNGuK7PkEdfBFYt+wDK`_M^l^f2EE
zgCy(}t^MQD-wC4OnSW7@*WN86mJcYb55cOOLNT25aeAT&^$K2p&UQ!`&UEAzSv@W6
z^5iz96AqEg-0*rjw(_+Q7^vo56_3qDC?J6QffCJorK!=euc4w1(YO_{Ko*8suqFn}
z{`XZOU|8~C46F)CUy$av*6D~-(}Rmp)<G4s1K=!y<Iuspt)72e4`>1B*+Qi8jTTvs
z=P^V2z_p_m$#F;R=I{)&ao~f1;cq5(#zhXs9gp)IdUZ1$GSiV?NA(|XXej?#hli;n
z^EIw2Bdh$);LShabc$ErDya8V`@=Vo2DBgvOOUDcfGp#Mf3^~I`X5tdeo;vUS?mw4
z1u<odp-k^<{6ofKIuzv87k3}CI(XJqaKR}+p~2I$=CY$8=x<I%xCM-Yim~hkn<89M
zQ{B(X(9cR>Ui5c$Dzx>X9cEx+JF9#u_Jl^_DQ<lGippC_`@haZ({r8k$g31MW(bRd
z^FM?LPjl;#4k`o<Ou4xaqvJLXWP~~xkn<W}h1V=1fM<aKn1h&=GNETwK-0zjyH8(%
zzcZ?xoxAOy>Iih2V;GY$m(a(;E>tMmtQYolX2?Kg)qf!0Pe-<^rJtZgphUBDwf8Fy
z6dfJBdw<x^KX5hQ?9-@6<1UQkCm>aQ6aFwY)WqXd*pv02>@qqt0Yb5!zN-N|jiN&s
zUTdxNh2pxXw(dRA-xMT2JB~Lbzx~bE_j9rLx!*PpSa01*SO*A^gX~%^T5Q1gq4p1b
zo3Mr>R#^z0qV}0oFk%)_fkUmXt}T2}(N5h^FLNvV>hV+F=1-qPuxhaNvh~A<4}BY^
z=h78IUq>hA?9zxc?Uly9ca8Z8yJoobZFuSX9TsaYp?d>L|2zbJrRQOZatA0kQHBH2
z3oy~h55{uRub0Lb_f~h?<}7t(0|cJkQ?t`2^2*&o3U>GMbxz~PCWn5u_Gp^VzqHzX
zDd-MTzA6l<Nwe>N`KUSuyGSHX_Nrs5IE0?VrJ4x=C81%T(avIbv*@6MC?k%p8^eSE
zs-1x5R#4=#1T$&?{-2wr0GYfceD9Y1GhJcMOPa4t<mHV1(~`mz-@OZVE`Pydn;eg6
zYi4ADU;Fm9UE^7hB1^bw_CEy~P8&EhqP1r2IN$dlQtuq*`{|SKCsrifclkOOm}-k>
zdMp|fvj8#l8C`4zNF!j-po2b>!<ZxNVHBA0Hol7$w7HUWkSkqXcZ1Go4A0young`U
zTCinA-5AgrW@+Nkf<X9+L+@A+ap!*V_7zyyYaILod~>hjmzD3^bUFW^3`9~W7{fmR
zj}T8^+jQZQ?>3e&DSYguXHMTTQ%X(eKM!6fgdjX*8BQ84_N&-QI|?xa>cA*BC!l56
z5F;H>Wz@eRTpkak)|;}SfrtsqmZws_&_AY#c|*2EW5nhZ^ZGBY?J%VlWuygV%|Za4
zj`{?sQc>s-lrPeJ&uqS{?(46UE*m;|<T!--6j6*W`9?vpoX$?}izGGewz&CTp#c10
zi^a={$4{gM;D#5M(&osAfd~N(vn^9N21)hW^@6Xh$Xq#C5s8+4tQ+WQR)*Bq)f*e(
zJj#ofx5>)on`8j)T!Re$;!NBo`>;PcuWh>329dwB1E7X?cH4@QVidd7hH!pxA@K8F
zEm}BZJAP;PHxvT$D>KlNZfuZ@()9~+frGj~X<KW34#VYV%ZS{1N(ZAcX!tQ$L^Yka
zM5=y4i%;yumW;y8c!qCH?D00oi-HrK*PLSEdq6%gFqu~!q5{w9dx^mBt$W@mduL}Y
z2c!M)5be$Mg)Q4Bjc~fyRHS_&1}*uM&@#Mxc1r;D1+{-~7OTnjd!mhDRD|gK21A86
zkDkM7n!!l>1eTleq<1zajZQbtk9$>88mCN7|Lp$+=yrFisnN*-y|C$I^}$Jj${?ss
zp*#`=PgxJD3|(2e`_{5;shh%p81?Qyz9S=xaUCr(|6ck|tgoFfneWclhn+Rh)Vgm6
zJCtFXA7q`M<_K?wXwbK1-We{v(NlY4^81a+${UL6_JK~CRoboz+PWczmc=$cX=)c{
z>ULbN9~O(gEmhf9YAAhEn0Xb1q9i~0R`4Xa{N?Ak`?*=-zndkyCM5@-<1CWQ`Y6}a
z!X++cD={#G;wup#@T@#xE<wVrof+w_{9~y>?OY50r6+U-V%M1y4Z0~StWQ3Cx{8Ev
z1LW?|x9|qe#F&vt`I^^KD31kxtF4)?-Q_AHkbBLl4UC<WV?@9HM|!Hyqq#kj8}M<R
za?I|cNl|b8qg402^x3z%bNkq^*B!ViY>lq^1^v3=M<*_ZhsQM=CTk8J<)odBfE!NX
zT%Pv%`%{)vKt`xXN$n7KF~{v^GqR({qqcuJTe#iNzL>7%w0vwAo{Dq#%A4WJM>}oq
zL<)Q$Z0a2s^}z_%c8iy0u_u<tD<5R#t*Kgeejhwq+)uOwh6YLERdH<qFWf;9Fv+BI
zLMxl=rN%Fuq@+1)zxAq;WKtDM_AQ!vtm~h&_30YodUDf5n~kR4nLJLK`mQ(<tb(dg
zw;m>5J87aM?5wHiAi4$EB7O6_hf5;Ax1&;cNVe7#Cl`JeC3@rgb1XYWMZ?eU{rz{4
z@b19=qe!>I;CF7TDxD^xSAn~K@Z_lE2sq1!v@Wq*76_u{w<yP3o^{-tk()j|vKsr-
zaql$`-Tbr%@Fb~zHszG^X1nb8?oAqTY5LtAlCy0Ma4D=0S?<7=uKHY6Ne-ea@br8@
zb8++qBD=4rP^(|2^%Q|8QXQgNTdh@8zXb=k(@?A8@%Y+m&+$L^jEpi4?!UCPD(i6m
zTj=BEemMj1<ZplNwK*CPi+zNZvkNgIgn*|f;C;OdzNh#{Cwa7iHlE?nWUOm;aU0+9
z{1U_$TcN%*Cr=wphHvcUe-asjPoJhvx24vMm>Q&A{3?NuIyC%o6!ZOLyQF1uy__u4
z$M>A~u%pgO|In6LQNDas`umHvTb{>fr@_**aho;7_&$3s)_=sFmG%CP*^g6?D^0oO
zto}q^y+>ZXP@k2PrFEit7&BX8s0V}Xx$ZfMDc+VR60bosw$m5s&ZT@F^;<X9hKRW)
z1`kGfoG3x#P}z$C3Ij>L14$-G6$!sK^usaqryr?5?%0~Etq!H^X#U84v5>&>tBNHL
z|KhAwQ{=v;iBQ<tFIFXSHohOMmf&jOvK;Gbtqar2T1wKiA@cIM-oE7{7I20Q{B&Tn
zjA+&zIYTrjwag-po_U^quJ!yZS$p}O<WC3g7o!)&g}tUvkbo*<gv=u=U94U|Hj?^z
zBUzuQV7<;y2bfFjVK409yD}dcza9}6d_uD^rHtG>qMN|<ZN}06V%L%r<1@Fdw@E$R
zuFo~vnzk>uhc!bX<?<mWisp^l&|2l<ORWMPN0%oyV}EBuAshZ?5%ATZ*_&l|_z3{Q
z;hp=%?xJ^(2{Q{aiT%u!*n_ncpm_5*`SAf_+h=enf@$WVxRMQDVpw#~i2Cxi`0Ae#
zGAyblbk&s{zB<Baqb;ytGqb$xXwQOc7tP>)1-|XmzX8$&$Bbu_aEXT~nPybBzP!gL
zDtcnN23KQt1VerpgI&l)$8cJQ5A<xOV8g1uK;)$*nhV~0ap2dDvP!+)C1w0>Hh<tB
ze~YL2h+_V~Y7am*0(hQBeglFarI$c?2ld>k$cmSWoX|v|oT)<+oWE<vb>A~)W(h=I
z9DMZVd;RIfeem(gAf>0ABBVDQ-;PWnNjg5|m3uBuZ7!z2ADix4Xzwbz?<yL0DH^VM
z+pKwewLP~V>6!by7F-ine!(X9vw-kKyM{Ck{kt01vu7^B_Tn8HzdB&wlGHV2xY^Lx
zZZC(ME<UL&c0EdGyRIn0PGdUG)<d9N3=s3hEYqY^7l4I{)k$?!+=`-zlZrA0;0B>|
zilVD@R}<9Uq?w*4oZa#ykkn-4oDNLKYZ?u`vklQ?Y$)g6d;6kXGjt=BO9)rh^DiWr
z9I2HwYTxii`}7;Wh>sYSEr%FkDST)a<qh8nSl31nO{*trcT?ea&o}hYf30nX3)j;P
zGkkAd>a+BvqCNEr^fAE1AKVRDKdZ<Vcq^Bk>S;v+!c5D2V_M^DvOE9xM%(SCny4WS
z9tCa_g;=n_(6P=spHVo&K}vfE)_$OBi4iJ06T6YQQ5za&X5@c*rA`WyFtGbuCQsGB
z-<&H;1giZQE}ddoa~o5_aou9IDl(sbSxk?SgV$}6Iw&d#kQo=gw8%3C{#O>p%K}wq
zV}yRcnDZ+dv~a=mk<AKONc?ST)|+~n>_AuGY||;Q%ubG;xcitLGf<IZlk=<MQI^3U
zYF;Srae;$wK`(RQUFN_;-kih#Fj0yMMsYgX^!~yjS7;SNC~lrG(ZByhg@mYBq-fsM
z4HH7P;v!feH!Q4*zuI5UgF@^vI`F`#&e&EcD+L!t^p*F@4!j<*`tpAA?7_NF#lV+a
z7qT`L6wBUXU;TdY{b_9gW7jsaOC&|!A6}c_KR%b2^$=N6t65Qd-@WR}#J%Tb_Z7g;
z+ito-%?z;+c*F<)f0$8E*}-qR;D%5=*dsgL@HcP_kQYLHq>=C;S?QsvkV3ck!jJEf
zZv6KoF$14o1)!toh~yn~YtHGPqRR2+u19IpR2Vy`eu%7k+1+N?q~a@8WQsYdW&P5f
z`Oda?<Hgnl|Hhnmm3PqHBBrue!Z!@j9BPD(+tYKx&js(I23Fg3Pia_y<!WB&VcU0i
zVo++yBU#*@yJY4rWbD_kAe+}0veR`)`8-5e$IK;}`(6(c%m=DG!z2zP2m!fJ|2_iu
zIc2Rx!LIuJ7dY)ZrW-OL4kPT1X=?oIHrDjRk8>T6;cZ94tISs@1_xs^e&fi93Wh&e
z_7u7^3WB~L&mk%}SDnTr#tXlbk}3-2yi6{jzq7u@%p%+>*S9C@e;K`eWpBT-Hpjxm
z%*@7;_z6OYiiwYVoRIuDCieNKSnpMNmj{j-N(xV(-G8Y40tekd!_SpEUZIbh&1Qyn
z2KH80mw+$f1GgzpvJt!VyAqpOW%~|w2R>lO5(>efp&wk18C;wX%8U2z-rUy{l(nLZ
z^ikdRdg17G;fd9Du&P`7<hT+>aEhhf(Z$kG*?coYr$&r4o1v#KZ$_o`Qn=$<P_xFh
z%8xh{J4QYY+Ds9~?vfQ(5?VeqJki=?&4O|!nZ2;Ldztxl7aU2NQiOn<xaNaL|GqBr
z$j$HwMz8mvW|M6P_63}OPZK;#&goIYcp6O<J!|wop=lQ2*vlMeY`9Mq-V}U2-4|&)
zh(YZTYJK_Ei9a}0>+e79rBI0CD!TZ=+aG-3O0-9VLs@xB+IUqjMxmYWt!{`Mfi(*p
zBginz0-siq<U0U69dKSseznwS>AE|@SfVf_Sm6gp!k>i8FIGt}dP=f*R)0LL`gB%f
zfUgOqYtH<v1VtA;MGqf(fw#g5V|#&~pNjGF(B%h^3;~fJY>+EAIf&$&nD3Eu*h0Me
zEVg1b%KA1c@MMhYY!q^0W}kU?pj2)=PiVMSYLey#+#}IjpvX_1mQ$kz5<H8zmVlOw
z{t`&bz=Dy~7G}?3lehxErIK@t0j0&puOO$jbXDs$N#~=CY0M9!&kcH?Fwg({`8=ny
zL6HS6f03$kBg_$yEw?IxGlxO}mp4Z5D8Vc@W7HZi%I+)Jf~Pv6`G6P~LZzHJRQT_@
z7+&SzG1<zi{~0XS#It?jP6j>2cflYJpERC$OX$MLG{-}v$r1}NcZ&t`3Wj)%*O6hH
zL{v?0w2Q*^<dMfUBTxS!X-EjrE0}=LNkN>G4Gb1r$6T3SFBmz1JwS2E5i+Bf5iKa4
zVQ8!1DdMRdJFo`x9-ww;!(rIZD6X#{6ycwx3M2w88J(edHVC2<jjJcn#7&hI%EcBZ
zZP=C66duCjaFg11YG2nF3c}9DFQrDQTYH1mCE6n4XldCKv+dy(`jrOY2nJr^vbV3_
zTnvJt>l#7`m^mzJrtV<I*4KmBP4e2EARRj?5?6wR(MoeI+#eO6pKcUnHO?KJEH%nB
z627m*H`ck*F2Pb~o_jkdpCaU*B%ZDgQQ@(seJQ6WZ3~E`e;AEV@p;yV;Aa<>euB(U
zs>BtSm}|P3stf*Se8<OXv~#_{o|kMs&8;O@MqOPFso}ZkEXCEywD>Mzew1r-nrr?y
z)BFh2{1m8&%RZiii$XTjc{?csz{M&1$Q8G&lK5RIwAMIUxQpgCiVNcFT-<{r2Gy&4
zOZE&dc=EaYWp3R4A6fTfvcw1dW00-<xMu$8X8wye4co6+yJ;-2EnjovA!7cTf`?jn
zqA^6b8%zYW4CxfjS}Bg^;dCJZMmQve`2~tc3tPj?v%dVyEO1OqsCmawhPG8lYVU&v
zBXwc+{TEW2EHt9}%Zdv5WQuyr#^%*e6TPUUK6;%DC}^}{;@)$8+Kf~BEgbhdKF_6)
zOi^B8cxfuo-}ZXll%Cs)Gh-?6lq}7FvP9sSo!QDgH_>hp_Icp0fD8@=24m){)b)RP
zHhjGDS9+tjy_AxR4l5gme(ku}9J>DzHd&K%t1RLGWRuM3>0DPKNpg(z<>f3k^LV8L
zMX8dI>LG?D2Q$tUxS%VUFT5L(#?6i)^O`kxdYHyWAx&|@J)P(o+W)N`&R{dC_APQc
zl?s!9zws2w3T_?`n`OK!)c58}gSz^cX;Cr>D*KeNut0>zH6A~CU_02GYaY}#l4}q<
z8uVmMs`mIO{$^7`cj4pOuBmneX>9l=1V3lU7U@FT2`g=p0k^c@<`0nr&|O{L07ObU
zFT*xsI(5?*RzbecnopWLoLe4ya?(<Na~8{I>+9#~Ve?~S>e7_V-=tL_t0S7(+f1nC
zzMi}(lV`XMVt+^$mAQb%OP_ykd=k3;!!j<*A1(Nw?azLD>4azTuEp1cYyach(0NC_
zW%~6i^VO?36jw-SS9rJ<?S)W!D0Kg5`tSUFFyci|Pwx`lf{*y`Z6B|<+f${NApU)T
zWwKd0GQO8$xxjWhPNf@RS}a8Vw$9}+JIm;Kq-8gZ6tO&q%6!Z+y<RdnB985l(W@s;
z-958f#hPC*5@`@W|GN{`qSUxpw6W0!>#}QvzB&?aQbh%#3y5=}ux-@I@#V_<Z|#5M
z??AuQ-&Lq1Y}6Rb?n-EEQ6k=HTOD6N+W6jnZd>{{X8G8>_fDQ{!VZ=hr<g69n_q38
zH&e7`Y7>Dr+f%TaDjMJTAo=R3hlE;Lvg_b$_|F$#Ls076Gk8M+Fe(rz1I*myoJnGN
zoK4M30e%SUSp<VWYb91>>tdr7dwE7k{VNXl-{R(NBCmf-oy4eh$Cyr7=qx`r8ntli
zQ=G({v{IG|(R_OhYeFSy^nV86J(4sKn=+h|GLXdjER|J1?#DE0Jckev%h@ivc$W*6
z|1Vf%5(W3wIR;OP7PsMfKo>Pp;X3-CtzZOvxk7}ay#0*ee9X!^`;<wPI{_mihuH*5
z)tfuK8ENn^KIfoK7d+i4cZmivr2s89uf+Zz1z65*BRUnyWS}=E>@Ah?3a%u70_7np
zn-Gvh2*84*mBKxkZ$3ex7nP8E1l+`8zT_mh&?(kP?b&OB|7QeK_K8BsH?(v2PAid$
z5TIEhaSSV@@nO^_1$Z?ydMWtP?6kZi>0Dm^K8MJdMJRs0O;BR^r=qBTJ*Q76@q#E>
zFd9hBG=l$?AX+fVa35yt1^=zombH9`2$D8#$D2B)?}phsU<(nv1n0~EAZbb514&rR
z0B<6Lg186;h1myWp+_8e?8>tZleF`&(?4qK#c0gGz0gJv>iJrM(VB4Wu;Gtk-5=w|
zHRJj<15YXj9#ssONR2&}b**}vn@&`8SV+wMw7{}udDWPbs@|A}=CiA6?ybmAUmtL(
zOGU?cNMGC5Qa`wy8gfe{-Nr$w?+Z<;A;fr`)9tm|&g~nfG7V@bpyQQE$R6`mD&ueY
zvaOBF#b>`z%c!Y^(j9njq$4`+*CB~5`-8zRMRFAwBOQ9wJLcy*1$^e6nfIhAr`!e>
z)5D(6PE(iab56hiu0r2`lbow`LV^(I7*qFEh1pFr(P?pTD?W<!1~g-p{4;jW0y7y9
zBu?{69SK&|#o+6B_YuJ51>f0c3{okuDjKrPgw-%VMD}f*CjZ*Mm$%}s+W)sKWhUnk
zfZ%i%J^(SY5Dz$^Ns^OMM(RCaoaYK&d9(~bID^cEo2n3t2UQ`?oP+5gFXu6wz%Zh)
zN|yx>m{hc_Whg$lgq4T<Td}iXY~!UJz)Y0gZ<X&9=&W-`Q4ETC3{7XVcymo@@~7=k
zg~M=#gN|l>MZveA;)0Q7UMS{K_<w@H{-8sHV-9>%JzS$@r+<x?idPXTd<P^%@CLd<
zaf)diivRIzTeMqz)`Tb;D<p)30b+TWIj}e=y1PQmmQg7~-9R%&k5~CwH2<|n8d>n0
zPmOR<DjM(>r~wT|HN?4~UOi!yM_=)3t*7GGT2C@wiboIySHSK6Kh<<X@dlhHhC8Iz
z4O@HkP+}{&aN=G%5~`@4j;!EQMt-Hh6n}hG4wlM^fy{w9%yfz~5QricT+hLT!3*~S
z2p33D9pa@bQBtc>dRAlntmeUg@Q{MXLLWF|{Nc2ab!4CnkFQRV-z=SlD?y%y_s!k+
z70&4%#cx{piX%OFx!H{=*>}Em-yOJY-md3y^=Hd&KznNLR_eU2zARrEvFI!}9=zyY
z73P^X)1$HvDv#EvN=`7cjJy=or`ZDCN~t+st=~@@iI#U7vNlqlJ|S8CM9s!@9KiBY
zt0C^v<=<sbPI^-a%%*(bs?jCu2>g<EDH<ndaDK<uuG_Yk+hD)p`ajh{jTeX7dCD1b
z{phR6Hs6FaQyhALAI`*WoRgALfoV80;0`CBd)JU9@H<2FDyjH^sS~zAZl~p~@%akb
z)t#>sm0x3=?pLFu)*VLv)VoLKBv!`;lopK<L!x$C6UM{8ehpa5slF_9a`}GH<<P5%
zv`bHDM`&W!_aFb!_~DgDr^?x_&686<{zv*3j4&XD8YsOz+$bYnCVuyA5TT`YZx!D>
zz<vyCDUVQl-<^AF7Qr+`p_Cz0=g*yde!ZanL67W`2282CLoV^mL<tT(_7R6E@oDqP
z+%nsAcr{;eTcz&fHJ)}IxQ0Z~P+SlrG~X;i^70o+L9NZD_6k)x`^3rafzF|UPKxNu
z>Ck4TFm}4E@{*hjI{~4I1v%9Pi9yNLS;^HbZ45;6bJ!waje%&96EV~?+B!Ks+>Egn
zh10*!sm{zv44}1GPrGgYNLo<ngN9{!F)c&Z&1X0r3#yjhp4Q&UVM-#dd6K3VoZrqA
z=8kJNj-mfCEF++(O$jWzm`<#cuB`ZCSuyR8vZa4)G`PgwAOvuSIV2@JB-LMF1UWZ2
zf>KPZ@sCntx+;G^1edrhSE)?$@VQc9s@k+~zc(6)TYE4I{M9qreQ#M8pUI0JHCDB*
zB(r!8pqb#L+i;&RL2oNs)r{LzOIy`S@i;4y0(8^kHA5rq6Qwcm8l<|yFfvIVl2$)c
z8GXV0Hult#9*A}|7A>_4SKcv&$ot9e9Pq1BqTE`8F8PKqQ25I4D?NyE*Y`8bYV>;J
zr{)l4L-~Ob>shIc=Lwze2Uci}apXP>cpf@j<^?XcB2WopiC;XfL_%A02w!gjiGn_+
zpY7XoKmW9^W)w<BI6-AleB@>>zSE-TJJeR!8s<sc>81eer_1k0&Xq=&-Y4b78C7*s
zz5(Bho6L}ZH#HAG#P)4g*%>{;l{)|#n0>N<SiQPckd^I+f9OSJiu1_&P7RsA0}sKR
zj?r);5rS5{A^&oqRuQ+KA?>zZC=~V-nqWm>y|o=NT_Z6-p#aHvZzw;xB+L%*SpDOg
z+?g~MFtz&6VcU;SIcK(<Jg|%*?x*Y1Yei`Hw7Gg*I|5MP{pT&}KmWt{`OAY)MzgA=
zfH~_VqTAyClc?vV`^zvLVz-#@8)RM-(=w;4Kc4pbTkj694^S43iCTp!Us8;Daew>u
zD}mP*-=)9&ILoTitax$nOGPcZ`B>(!S6|}g_t(1~CT*V9Y;Qcr-b6-`-E#GHopI0#
zenxVDQsC1QgZ1Rgi0`VlX4ED~mid<i#IAV}#YV7@`R6ERIWjN2nKg8`r48pUdJ!bB
zGYsuvD{a(f5)o)8#!nP|GxgrPnGq-26`!`9Oi$fx4omIh732uJ?bM5|l5*uI0_=5F
z<>!_6?vc(n4@th;?IaoZg~rrcqG`X$*+z06nin$P?}td4ChQj!km|}$e*fZ3om3_`
z|81YZju{N1UWqoAmhWH>t7i(I<1g&O1_XAdZgKa!-<`}B4cZM`A`B;nSLL+s%&q!i
z#GJIMBpgiwJr9Gg_^vXz*u&fuPG&beK&$3p2hV~%y1RewBjUQ6<eigy5>!>UX{zo<
zC+)ch-9D`yK9d?dk;HgsAGwSNAzWyIONf_pH-P_v&_n%@*rn0?cQYV~f+lt>0_EW?
znfli+J<8W(<}3GC))c$RRCm?Dj$4?K5lYVGPkUD-#9UN~U06J_Ts*8?JV=Msq%UuU
zqoZbm-VY6Ukd>D^{j;QPra*Yu3n^{J&+8_B$AyDdx!FR2?xOietHQV!1#vb-@itB$
zZJZ1iUzz`??B;#)<waBvI5-Z6!ViZI4u{I#6ss;p9Taqj3+spbSDB=`XYwMDtq&-8
z9V<V|{W2h4hlliWXdu<;mH!;8Nt+_JK!#O6Ox3FaHF?2kDGqZK@AbuGGuNvjlc{0M
zWV_JAA?+w4`de!17NNJN>2G}SOrwma`}t;lge$_q?><=+8M8UXH{opxYk3k`1$h)@
z074Mcw9w7mwdj)_>^DY!t%Tt+$@V3Ki_^=4>G@S`)YZr2CE_RK*Pr{nt@36iLjOaM
zp(gq8bK6<>JF!16C0y-XG=|E9Op={#0{dd}$zbJ6*7j)=t_~!oiGZ2K&WJuFIKECg
z#gY;bK_FtlNvtKxRLS~gqXp<cBT)V!4XB;Ba9%PlimX7pSF!B093wLwW)M#3<c}yF
z!cOK|1LDDP%Wm&lgG3)M#*ddF+s`8c59%GXNR%6hiq|Cn4Yb+0(#zNGkIcOkd|e$)
zl-@czSR1@iwSMvRou`J~{l_kkEG$f(KR3|Rd+K3ip<`B7<WyW+8y^r5`@9hT<k^=*
z`UtHDQL;(E)GdV}&Oz{40kARRk@|}6luuhj%vN6UZm4K~p>Y^nen<3y+-b6ZN8`i#
z4LYIYEA=|H8+<s^(DK4RcBZLQe;dXNk9Sz=@o#(@fbh`HjS1MMkl`I@xD;`m1Au^h
zhjAYp@5Vokg++Nq^V6pyS!w6<N@p~C5#NZxSG11@d<|=6xztxEv54Eg#ha07x6z$Z
zwUxDbJo3t$^^|=kl<$V=5hR%+lHgd|&W|8#p7ql4mFlE32XEA5p2KBo1*+C%-X7{e
z?#2O-6hQPlhmq&KJ3B(*o6%Q^ysv)pyF6p}8Ts!hm*4SObn%PSs<oK9xx|{e_y)$L
zYQ~gup5%Jg_|ne_rAbM$sWB=9r3u@o-DY-=P3^pGG+t?H=qc?f;c2`|L0WkjVl(jW
zks>H(Q>-9iJ_1MHoZk}6`9~#b&YaLf#A62Of%;$@*hI@99#s-AucNkmd<+AJ>pD`B
zf_z!w76%cB2MvYwXoYS>Hrj8GM%uSz3<XhFCV#vkpW}fdr9ntdAVzcmC7FFr$rMsg
z#FaO>N1~y7+0dh0y2G4{hXu6zc^8gBjf&_I?0(CWu1qPROP()vsn%BBOOm2)nMRlD
zwBfOu10*v19Jp6KE}<fl(?Z5bO?Yfx0ZTYqXMsjlp=qy;NKCIh{bZ2qcxW)Sol`xf
z?^R1lP?|~}r3PwuP3E?>&6Ms``Iwho;i19b1N}kT@B++GFY!l2!;grRABWp}<%N6Y
zed{9?6Pmq;nh_E7ZyvDa{pmMwi}-YqA|g4Jd}}!A&eLSMM;~483cr@V>3B{2-8G~|
zJD*!SudM-(n804@t^L%QEd+%DLjn=|QwN$k-Dq}-C^RFr#P7ilGDu42Q8Ke6zR9+Y
zqO(N>wtRP=SN~k9B(|AD!{b%a?X$lb--HhM=B5j%F-`QRlUoO*H5#9Bjw00=s~MCV
z+Nb2$M-Ja_VS-LIrEU-*$?pUxG*S0DQeiZ&R0$|vQ<=p}LMYr?d8lwFG}0JyVfN2+
z&{ki8+C|FajN_OFgW(8xD@qKEz+NUZUVTkAqfIo>)<VCKs_YdXg?{=U9VicN`no<#
zDo7m6jQ1j)65nmw)~`)I{(tZCI&+S>j)3lFd8F-aWZ=(26R0&(ssDvh{|oj0#0!pA
z&KvAxywp#q$XO|9Aq?g_+^6`9vffxn9!MCn#^d4yjuYq=?~&5@x9mJ0EH+;T7CS7x
z#=Q-x=VrVi^Mc;=caPy+1;~3{j+e}7AxJny<l(F0i~efNkhcn*c_(}SHPpqxRN(5!
z5Pvc#MkpvsHN?W$56+$)kjBfZ__(u$Ih#*}j6U7|0y#7~4C4O?ZpGZf#0*Jp=`>@3
zFe^lffcjfx1iYr%DuzEL$N<k8suj2^!~0PYi5UPudWaCe;uwUf&{E5S`I}OPm$=rk
zmEeWHR)RBvf$mI_%4vN!(aDy+(rP{_lI!QKkC1R4X|<_0yd9Gs9nVkLbCF3W<4{Z{
zI~PW$Ql2Yjon6C?p{)i^Y0snD+F?Y?U_^mYVh7Fg5merMF|ibKpw%taJv{Q?qYQ&W
z{)$D2Foh^dt0Qf>19?r97BBCW@2hb6gEU1O6MJe--h`(8V)vk;ys$a*+l3y!v`})q
z0!^XrkKeTp>4#~((`s*^#vVJjsT*k45e-+7=%jZV0bVUwIUI~dB;VJQB+uh=V(1&L
za^BQwxEs<tvtOUXLN4?6v}hI4xlm7%A)2%Krit2l3f#erJ0v!tc8o~HG^jN6?7yH{
z7QH8PVYg=y2M72x?u!a5l(RJ4?I<p$oygS<#E67su8p&D8rsM(jda79NA5ZnI3jGC
z#!#<ptzKP^?o8r(elA0K#h;HU!{XP%rPA2g(pV-}riHy23%Zz0&Bqye;+C8)u}vrj
zJ+^QO{pXwcrgBpa(&Ij!#qK`YXxGJ_xRSZ8-IBaZ!zeAFUaj8qDJ*c!E{xuV4bCF`
z`HW=)Hj}-r=(M9DX9zMGGB2^a<WzIk7R!#-+d_dtTEb4z<&ov%f1YmA-ntBEH{i>;
z0l%oI8B#wmG&-sH;+kH<=RXMvUEvS1u6<*=q${)w6Bi6BE{=Kjo*9A?WJIa!S>$M3
zZ!!8KSba`UUxQXSLnyn@+fzL>gHw>xQSe>cBi{|+=JbjVY3(+#dg1gUw4@9PlCK09
zFi2tcLW}6yRt`b{+f<{OFcOY}Q<1|db^;=emW88Fczr?3j~dcHYl4W`HWk!+l#dQE
z=(a?vBNvUx$%&XY7}#1Sp`APToWGvKs;5Of<+w1;Ev!&fAUx>0Z|AWpA!=dn<I-{z
z`Tpf`5*ZPLgWazX*MSQif&3iULl9H=MC3@S@aV+xq6$wqT5#W=6>2j<fl+}^i;PSc
zhbS-y7Jad1gb0RwlSk;l9n8tO85NA9aZ`iovVrmk0?J1nY81Y!5lVysMwUqq#&PEL
zG5Dr2+bk_UeQ2zFsH3`jta@}Ni+A8qulODqURxll;b<rC0r|(--_Qv?ACkL6EuqSe
zgxg(hbr3~l3>#g{IKK!hzX(eVbCYMYg)c$TWKz))7{K%W1hvRW#Ri|>k6Ha3s_ed1
zDO~EF>smCnjM9fqke?#nJ0<_;%K@y$x*<~f5Q%BW;N-B!^N8-$Ap3HMrT(%{Q#d+k
z1r>$xxu&1085Jbo%+1h;v*L!I{J~hgv<_)vjoPR|o=V|8(u^%YPky*TQ9$fnZsRY?
z7sQdB`Ml@!5J4z3+(Q1;?mjrGHz?(i>kTl`qha|uN;p(YfM*aTPX$>(I1?xqTOxUF
z{D3|MD$H78&V_RbU+JN}TRSj*r--tKJ43-8<}v9Y7Uiig`Gk1_9y@pUJ;L|q_+A*!
zy63VEs7V|=%}cMC2`?joUs<^Oxg*7S3!?9+zTgPf^0%L%-u-n59t*BBs|fXzmOrkR
zf3IuRRk|Go#I4oZ-$FQuc)PqfA&#*4BSzt<$w|UO?~P8hoX=8!Wd+H_X2l7N@Qu5u
ze!!oJ${eElXYfTUg`};-<i_b~>LW5D`QG>M5~#-N*QA`oNT>X%+Six65g}+JPqf#`
zRDnuD6Mk!5<p9Rkk)}Ue{%fnhe9X8=_=#wjNjI4B6S@M6(*;RH9Z{_WchhV`rw|+W
zVl|tzXI_4qVX3;YkxBva#`W<I$=`GPepXEXDV*+Tz>PHw_LmIy(=Pn{iW|$B?x0;%
zx)BZ2=Q(28e*0=aAfqYzrSCu!%%TY<<cDCM=dXT~5%H!@i&=njTz-)<sZ;spL})OZ
zf?Q|*!mHNZyD^f9k{6jF7`Pel{MRM{9UZd($SWHo`UU0X*H=nCqM!J8%5*(VxWfAF
z{*9rm0Sfa_NVCD?b^fBal@155?daY9Ufh@B<`(-5m!^VT;j_LbU@j->nS(rh{OB}m
z{vd8X{O8rn_VV1_^7jU;^5edmiUfZxV9hFI&B|xa%4f9{iT_&28)(Md`u4%m$OKn*
zK$QuMj-m$n-U)a7=viASw|>9-NW<`-9T!rLp?0OWd-l0k3%8iZZhd;+Sf5*+_`uO)
z?S1;>!~SwZ*<X*TdDgNDU3OqjA1VlcPEuw>80u@qeVz6R9naY0Fs~k>Aw=>#cE2m(
z=&C^C+yYCsyW~$imgR%2md`s{|Ghb4R_NK!OQ})bb+?JTL+p#0ZG(}lYTF_orh~3P
z^ZgQ9gXjk?@;C8_3A4AteqM5qmTgK65qQ;v(h>t{$i4}jKAhmCA_UyUkdgc#{&*UG
zIK3sw$(I2dSmAGW9ij+jI)GV`=52nRqh!Zu&e(teL^RLmUi?>f**;;4_>0FWufV?7
z%mn&}fKlIcmDJUSL74g-P-6UUFg(Zk(LvWiubwHV-Mb~Xmay|fH<Cqdxm`hy|5T$O
zCzgnPAA=d1PqEm6QT2LyMo4+S`7L!P@rnN0<)xgLSG&NO_(9_WOcTlwey~gH=6YCG
z>i+R}XMyq+T~}AWOR)>80+A^)7$R=9bujkql%@tv&W4za$!fo&amSbJO`7M+y}{_F
zu_f|`!ZRJyv6Zt3^f;+my2H9E)(L<wjdZ=S*nJo*0I`Z{b)>*tnV&mD?1)seV#dP|
zv!5snpKbY!lStb)&Yu6o#}Ikdw-6WS_NXqDqQN4G8Uuop!sJ2FLXUZq@GCCb-!eRJ
z+az87$XIuXzg6REyrErX@uh0%W8GSG&0K5)V?s6Kr*fXSQl3~>DP9{XAuqW^Ja)Kj
zaQNe`oX~oqUGA=%y<LwEyXN%AN$>>3-+0D_MD{ff?sa%B@SvQ7BSFiVpjb-6TsIvb
z|NKXX;77z!Kp}^)(Th4nGmES_1dk0#aq6V$6R756xFzn3@xz?bIFb|>K;5T9l%IRX
z^kCCn+EGBaz?>--*xKDzn!|fcoIBKJ8pR~^KYtk%gkt1LW)*+!sMpY9x(hVGXZXS{
zU;I|dom(ZhZk0&fYCEUDjuvxe{9LVg5<vCARE&sY;@K@W1Nr?w5v{npG4Sf}4bUj7
zulz^I((J^ayK%f9HJ(*9kyWEW0v)1i-$>?_Xun#*07?Geoj?&4e+3;MLslui1LJK)
z1>PirnoT9;*%Ttyc8CP0IfvN{U81>lybpWvyL3rvKdw5AgJ_=B0Cu{nq!wzxKH<&t
zvY2R<UE5eSk%eX_N^K)|9{|QElU|Xa<UaEMi@}j^^)Fp7nscS(2~=4CI=g;Q-?jeB
zA<QRE5;JI8F=E>A`&q-FZo{;3$+UjS=#$b319VRH>zuh^MTh;i^$$7kx1(c-82?+w
zQZ3(qwC4^9(ChZS;5P}0{6ZU<vKyK3nm)0FJ}LU7|H*0Z=hNQQgYW0CJgmO~jB0+5
zY8RFlEaqF%h$f?W-6j^rKl|RAs#WPD%Jwdg%n^(v8=rEg=n09hAK}*JHAZt1f%d?o
zw~f(nBJuO&B*8^=RjnNLwrnY6-hLleD_4AO%FoSbSmx`BKP7-`=8*vWxhTYvmj^4K
zh6cg<JHm9^rp}kxf#pWl<|*=s5B{0dW%C44N{_Ow4>5+nq7Q61_Q&+gbmcen7b39(
zN)!sr5P9epw9bek{VF1j&0keX*;&h9$UlLpiVp+-H|NazMPV2wJDU<2Fh8?-Vi{%G
zIGSJ_uXzlVpf-N+r>y>4{_L~&j`q2QF!EHmZ()C%0_Whb?m%W5Vx6$One566*_yl)
z9&h=-a`-#_p`KG1hWj%zdh64hj$GHdyCL)iN%1C1sW=P%8J_XsyWjBMO%8~nNms04
zvCv9aP7wH+r9!xYHw;g1YHR4W##-RD1hIm{ENt>Zt-f?uG&`7@-zpf{0YNxWeWYAH
zeeTKEo$I>z1gmhW!1qwwK)*NPM*MKGKy%egS@s$hOgZ*kIhI`HgLg7$$L`RrTn^gj
zZFgp(i-1daT&CD<y=kh5bf#B2PM`^N?@4x_j6hGa1kh1%@UDskf0mD8g;sByb51FV
zb1UT(rbC)<G4C@JoWLog$t=rjsr;R;3_OMl;0X)f#G5ghGQsj-p9oD4lT!BIBiG=?
zC#YS8e>R4L@z9msW9xNlT96qbK*Y8D6wHUFz@RV;F<eMH{OGz@7LRTq(i{m1;CH6t
z`!i9`Px?QwHZ=FEZxkJKlH}V(Zy$-8$>9f^@if;Rkme}??e&+AIw;1fGKju`Hd(kl
zoHmcnGi){*`8V+Lzion@PY@BKr?g7zK}|8uyXs9wNZSv@^j(t7!mXfkzN7WDN%t{C
z#)fHL?gpL>MDeX)8$mHimrnLYKfSs2RmNEsE*7q2_RFcPUlQV?K3-;vXS@{0!WqrU
zW|F}ED4NGOH5N*ob9*pnrMdLVy`|f%W5T)r)OlvPvnj3wm$$%o@6y7(*w}lq;5HAE
z3U*=T5nG_wQCjXQl7FaIxD)q#Om*$$jn@K19QRT{PHj#iO&iR>z<1OFRnlsDB?xb%
zS*QF_-e`!ILCuw(hRMs7{@Jbcp<ynb?P79**(-|ZromP{YwL?d1xNF&VkRM#QJs(i
zMMByfq7|eW89e6HED7I*8HlH|9I2$Ci&aTYpvJtL>B^6C2+7Pr^v7F2BTKGbL6>nA
z<n`;DH*^$=A<f+?*ZpZ3V4>sm{~^Vy&~sFSdoXbX?E-?p?}8RO0=J~70a^yY4cDL<
zc@0(kz0ESh9}8yOY()uPCc&M)H|^1=>HknYQTqH7+}Y2>a=<Atr|}f&Cok58HG$e<
zcU-y--MWLj7$m&r5qiTYe)E$6tt|vsoDMN+$s&HsE_GuWv}voKQ)-!k5mXJCaD%}>
zVOWf=x&Ff|^Cm7;N;d_Frvw&Hj<Jn|uJc1OB<|LU%4JAg{Kd^l{gcfhTA|mR7=e>}
zgE1K)h9Lg)eh!$Sp^hAm6b{5Jm>588ssrP+@n8}<g#BS;#=o!3j|D;S9!FoIPwb2M
z(xsgstnS~lA~1A)Q9vZkTb@uXztiIFxcU4c0~bzFp08Eo(a=&1Gk~m?E)Vph%l}(>
z`e6D{dc0b&?l*LkoS;Oj93an}j<&TRP$tm42Q8#J6ktaI$Po~Hq(}uRG}B|Ec(m_g
zy5)YlVRG3I7xoSbuO(1!n$|H`UVa6(5cYa<aPX~5FJkRRfTZ}sLO*$mU1JU801Eu>
zCrDt$_u1DCY|s6?kr+1g?eT+!bZcM&UUUB0AN;Hw3c<lp2s<3ZT}ljIBHIs%pJP)h
zfS}6i-h8`EK_oXJEFn*^rm#wq_16VddyVhC!TqxwlN}fupdx(-FU??x9ww3)CDDA9
zJEoEx^_=V566~+Y!}>~ZV!#N!`<M-C`YFN6>*QB*Tz{b{k<fmMNCleQ9{HXC{G!;K
z-JWui|1wP!OmvdplkU8w^d7p}^{~IP(9awH>w!mXM1RUt(qj9P*O<Xy6VrMxhr^a+
zmR0ol5@NbWj4qb0h@njG*V9s6UAJmMSKfOsrLWq_h**gY6^XWnQSU0jaWJCDjfRI0
zrY~MdsVLv>=5T*e{w0Isp^SdH8E@SdN0SO(a@Z@@LuxpB_?`5y$AqC55YPX_)&Ble
zo!hxdg@av`^upkA2Ef)~bk+p=JtQBAJS-+3F)Mh%^D5u+C{)rwBs5<067vs8H3PG9
z9mACm@lOQIS{DU1(&(C>vcnh?bxBdzE7YT*x>uXsa>VFq1G76#o^I!7?-t)%3IiZp
z&k6%CJhqE*<(H+1Ra@^ezrVjxr#4PHM6nqDGOukd4|F!md@X3Y5hV1JN=WnMK7Xj@
z$v|t2M~>LbEJ@FD{uc$;-*B%Z{}Zn;W6r$h_5BksT;hv{WBJFamwDcWrKdsL0P37s
zbE2TwT~8bxqyF=HKcjIeYx<hthR3%85Mn45^YvRZ+r2>)!8ZTUknN0AEOUxG{e5O=
zBUdkdwszEWUJ!;TNTtl%!R@uuWHUCQ<WDH)v1iT@g7ey@j}=T1A!i(%=3UjO{9zXH
zsr`PtoC#NucbS-r6NV||^<%-Cw0|!<Q!Nki*V*)l>&cRNus7C966db)+`qOh!o*l2
zxjP4rYWju0x+M8s%0t*^h(+j25H63&15dL;Mh@~e2d}EHti;~WCp$2kG}4^S${AYm
zyhX2{Gu9ZzzCm_Eb^}hvYl7IoljE^ng%W*7gjMgqk>43n1h?e_Z4pK4G$@5IG6anm
z*+7_Z%N!>EI-Et!GOlrQj~G4`#-Xm?`Pe%emz*bbm6-09#z0Vdq-L(5>FaChXyWtm
z;R6E$eN|P@r%&%|Xgp#%LRtBvq4W_jhLD}3i_WiKSC*H@cfYz`kgwI#qs>uD#6i2k
zn=IowKOSva3;aor7q`n9NzMaQ-RS?oKQsZ2JtU`1w8v`yvH3Y=G07NYeQ00x^J<Mu
zDq50T0AB*ojC0Lvwy(>O!?Q<W<IL7jpk2h^U=~fq4}VV8s(><CrAa$^(>HaKZFT4P
z1#B_`>`O%noC7uQckz1|lM5gj<v~n@l0wv*&n*h}SV|n~dGIWeiU}Gn$4{mxa(`gO
z`qVU7;3Wsdfrs|DG>>na;Ck+po)2Pg)tD=9gf(VpO}eR1I6wHkqcOA7KMC!73hO7Q
zcr7JjBgN|_C$yoc(XMB=u5P!t2F|wEttjPDfgr=H!5?)<@Qpb3HP%b(>>Sy9$K|^R
zF;!KeTuC=xardwkqZNRnsbKceTAbw*%JvLgNX)NQNR+nk(my4dy`tS`{V(5dyok!b
zz)y$cnP5bqm|?ov@(n+U;xjh48Vf_lKt_V$#2neMxzo`+O?tO-wm9p2TJX&tJ3s%X
z<214(c}t6LVs`>)ARj$iUGILQ)8)7nBy@?rRDP&fzz9!<SEw38!6`~s4%3e?!5>Vs
z&s#(YX4dOgj>}p*0bi)_H0ju^AhvEAO+*N2lZ5gdo9!t11qy)x)oAbs*BuWOUSh1+
z6TGKVRzHDiZ6;FDCN}B(IAilV54aR=Y<G;>TtK`(Hx5Pb<hSn97ZP~M&XufYbF$OE
ztwwzsAE>C>=?m;ERPICZ`=QypwStM*k|ez$QWWk0wRs4dy;c#RnNH9Ir4O2uE5<-w
zG;$7%G6W?WiGL%q9}7cL6S#Vv+BqJNG)+t-Z`a%lM`zPe?cT;?KTL2Y&mwY*4)y*X
z7#M>DBE#2I1SJF>`~CtoO0V$EaDK(8sKgzSySIDC%ARMhCtUw~S!DaKsN}E2TayV=
z28nV{qFh8|cNL#czA_rlcfyC;?}R%vg%6|qn&bCj@fZ1go0>E(e!=d*vcUk@BF|?<
zQv4;w<<>w_nHD8<g}%5)QeWH|Av^(3qT1<-?<9Jja+gwqC;i0S8BLe$;?cQBvt6)C
z>+{ToSnL4%{6CJ)#F6R$kK@eP9NFAQ*oKhgj1<|1qLiatxsO63Bv+2vhAk12t8zxJ
zh~$==B%$I<LPn0{n0uJ*_v!Zsm}`4~-mmBD@q9iJU30m|&FL&3quY%7Jb$;9wwY0H
zOwS``dZtdp#leIJ*b+{#W2^ZV$KW{$f48OjOYZG(a^xXG8x(N)SH=RKi-3ZE=FpR!
z{(K;M8r0DWErQPg`@U#lXpk*85D6N53d&j$?ed;Y4K}^V{@j8oU-BpqWg;eZOS3ET
z%8XWNy_wwhByw(oqNRSRLq9oTsZsrFh!`Fjj{$XnGt`qYsuZ1L0bu=Ta6!g83o9tU
z6e-G^Ul~`mK3o2sQ<&iSt0U$P$?KyNl)u$cr&rkEx%5PsVinvs;%Yf&w5-_s>kZAj
z9ERY#DASF!M4u{d0xAD7AazF*%!j4Pime6wGH;`SMdCA8V@a^o?K6ES7Jcd{N<#m-
z;T05D*mEv|lG}_zoK>B&oC&1hCWKYEQ{7P{m4lK(J$>UxUhK?Gxh*AR9+Lk79^=Ao
zsFc*JWId*IX-ts6;;z1%M3G6S#*<kwBYhfNKs(MrGKQC*jLe>6Erb$$TqU;tJGW32
zKKVFgGBsq9h?~srPJDoE=v3f<Jw`4GbDWLA0uE{@bUpbQ&bSjTD=e!2hCL3bC9_8k
zR6+G!q~W5eqMTrPc7i|zD;!#ee6qQ36h@c7EXoe7z<4)iehkyQKua<5KZ=l2BcKkA
z8SH~BAs#!{4M1bKc2fIBM-H|1Vy{ZxwQYPFd$`o=pF330-mFbDf{Op*cc1!;Wlxnm
zCt?oh32Ent?j-cI_V6A~D-4g04OEVy^7P#!FF8W0f1;^D$KD^YX+xmfpWD&$AA$Fm
z?pno1k`{ytGmkc)5})v{d9|Be#7|q`r&A+7bm`(L0xxmVdj%gC5#KZ-Hp!gN<c-rR
zd2<+R9ek`70VuW0l<Jcy)t@LSm-F*WT|2~5IvT4{w@WPmGx-$_$lv(EI_occXDWGv
z-z07OJlXb5<n>8{tzAu6x%$NU1&FEIsHxSe#lvuo{&)X19#Ujs!bQdB*CfG?0{873
zw%6~u&U37EjEr=R41AxQG*O5lf#`22t!-z_<+$HfbH2xmgT>&`2@pm4J#ZWLl8a#h
zo`YESr2Cnf6QVEr5)z6o_3~>IaM5P{4p5+lg--N-i<<$W&CujR{ce~#H&A%bB<!MX
zF9UMLe%||N+ft>9JSOWA(D+{cO4Kb81@6Swu>W5gu@*M{FJ1XR>wB|obRzh4%-M+N
zvhSH4W<U!FD`&DITTwr<R9%!xyej1JimTpYbq8j_b&f{zDmrF~8D@||b#4=gil4q}
z{rIHS^FwR2Cw-Rm;4E;c=gw1-SO4^x5@zR6h3o`HXf(WX-<FH=6hh1&e#v>8Z;dyr
zat7h^J-Y*~@b70MX7fDt@k^aWnz1owd|u3Z=guu8FRt0nP;6KJST4^yEXUIDz`hml
z58NHWpjQ@P%3tfhByhnrV)lpV(x~9dcmCxuaZ{+FrE$nr1s|vF?zjLNYr2ZKK?Ey$
z1Wq?!TjjwSmKGZ{X1ELK>P-I<JB8GrwD0<$^Xe$vi)o;^0n7S2ce7gHM>XdEn>0S+
zr}%RjlHsVcQg%oWV~?#_RAAV~);<!!zpyp8xHY=~jmrG;gagF-Z};X8k_oFg<69#g
z*sSPTe16@|myy`iSu7qujLwTd-cf4(0j+0=2R`g9d;#U9zk@a2UwDQm0LpGrz5UGY
z?9bCZAxLkK1(5W6(F?y+8r4`Y9FN3c%|WcE;cv59c`YEmFqJ)PnW&}8ZVbDj+0Lm#
z_Sss7ot!y@^-l#w5$VDN9U^9g0i59@dZcA=)%oQ;*(2Ds6)?vRtayas3O(vF>p=6=
zGa_u_>>lBwxyaTlIMI8|`h2Zr#Ps<t8blxI!u@I|V}d~mN&V19;)4E%Zb9p8GFGVJ
zHC^k2F4G+eEf;h)2Pemyxl_#<R7U?cDZ_KkcK{c0dn2_xW6jzAXyssH(X0Xov{ah;
z9c}!V#%zhDQB;PvScoEk*uE}ukFodo>;|p#1}=Q<{3K)X=TBS{yC$D%YBev7!bq%5
zdi%Bj$3pk_Wk2e&+J>$B%rbg#4$m3$lig-R$2tl-O)eDY+$(Fjo`pM!4${(KI9%_x
z^`T}#w_zVTa^Sq^_v*9`UaCQDc}u^Q(;v`XzD>oDi?t9dcyO&#aBWVorc_<6RGsEp
zop~Wk>HV5mi%0iutg;@z>%M968)z%ZS#)9hEb=4xdN-`@>4R<9Q^6wHo2bjzjroP1
zf*ZA+l%Le{1<s%*de7S_$8~#M!qZTus6?B7{xmI4uH#5Jr`9*{aZXu2X?dgL0n)Zm
zB;4&YxcVYN(=b!E4#PzD3X?6X!{P>{?eC?%<<HRWQ*;mv$_c*KI=E_#Y%w!p=lRH<
zBp-LJ$gqIWm(ZM<9SxU0dq)i+j)Lpvg<*D+TQYOsCuf|=eSzUe=N@lk!HYeogK2Bc
zmWD{fJN*yC4m?i4$uF~;TK*nmH|wak4g9nE-=^opsocLMVfp22MLBVPd)W^g-~Q1#
z`tob-?!)Thjs3v`&k1ioO`Azwt4&LTjxTZa#h)h5t44sC`7zu2n}lCe+RQ(Llb$+T
zxvcmG^{uZ5`!Ji=@9AC3jfX&VD;Y63?VQupru&F>x9Ut3E(L7rMeV6J6E;HM6g|p3
z07P?l%*mO^&K7p-3ocb#6sgik47G|y>^oUpUzOqNO26<LL;$RUn-Jg~8SWWC&prXI
zC#Zd@!<3MK+oBgAc|Qf0i`f67OCz}glWR|p20B-Yc9KS_`GDr20CGveU(%eUQk0hw
zon;=D>gZR1TbiQ-`f1j8Th@S_t1ed`MESi*OmIHarXIRHk3SGOSiToB2G}#3zFiO4
zx7>G&{BhOy<PMA|bmFM$pLiY1{-ql|!pAhvO0l>^H*me~rc5K1lsu~%9tZjfRm{+y
zo@dkgc_-c|DV<Kd_Qh26I6~$KX2gnCof9zvtO5@=t0;U1!A!yi?EK1&y1j5h-9phP
zQlmlsPPiuHAW`HpLS?e&=IY}@^TxIz#}^lHYkF^M){jSxp4D5B=f+)3I@|}j<y$bn
z4btCz;MVXu>i_br>L_;$MjfS{$Z?=r;cDq@ZCCap@OPp<r1)(`(%I<byswq7Cqs7K
z_C!?A##F0B4IgB&pihkZc^@Pu(6AbZQwBKlUE3sP6_fcSgfV&m$>SbDi*i&LkZ~^0
z5xlH;sGY_wcQ|;^)e)WSVSr9{s<S0N7UAfyH`0GA0sF<lbh!dF(NEUNMw#SP-N|TJ
zd-`rIt8VQ@wbZj(sq_!RSs%nxKS<<iW@Lt;&bcd|2+{_wp!#O_9m4NFxWRuwx<Z9<
z;=?wgvZ|dfTdb+Mnz~}^SflQn`8|5v+}F|b?LUi>Dvg?I%~WjOE}pXkCVm7{jY8F&
z&6ptKRBP)#ZbD4#yJ5nzO89X<cD4uL1Bm-9A}<#YCr^DiW{E9HQgTrxWIuL9Rk4P#
zjnOewKvS3F!JCV}aJxF7s(=`<@>sY6J-4V7^KIlAclP^enL9z_k(R@oko<Ee;6Qs@
zw9Nvodzt|esH1m`Oizw<Ob&dV<e?KE4^NJEN&sGgqJQy<X+`xyGmujR#2b2#bTaJL
ze&>1P*UG?rFcDM!JEbmOL1!M2v!F5RgBD`z+rSdw9As@Uyg9l5<J1vs262UL>N62I
zf;UP2>QQ{G3{(|LeaX^Nbpz(Qy1|$I$infmIAGJhyo%WTJ|yh%Ql-De{Atj}V|v#_
z>9-)D%zoaS#!@5Ft&3r@Sz|CWA^J+V;Wb>te->emfgpodOo~T{<_xL0xjcu1Is9r0
z7zF}Jzq4A;D@ZgG4@GK2?Ed=Y13Lc?i@;Yk2M=vDQE)4r4{1L?2-zI;zumU>*|qd}
zU{x6ciYjTEv~K?Pt?I$@h<@aj&$Yk%{ev6traNZw)AWwrmnjDW8=KpuEzh>@JQ8tt
z^E4>%i0t&pCVHl^*6_ET%U^%<Xr0c<EP91MMIxGCMm^)2c^9nU64`ddoydR?fV=vP
zAb11z^8gR2hOF&=WH`51at|~4Rifq)Qir*RYQOw*>%hHY_t&X2Z(p)Wurt=Ge|9CW
zLG2_ql6GK|D*8AWvpwSZ;S2=M_bkE(<NC~+R~lXj0`ASKzxfA`Nu7_2`s<U&3sOWX
z*9gJ$ki6t|E)%3ScYfq-;N@S7Pw~NIAlkrfjL*DVdIQGI(YnRa8h8~N<H8AkrjOwU
z+kmlukyHh0D@GBZ6v5X?ci?;veaKH{7y@7U0F@dJ+@ffZz0yb^th7+dLtnC<Gm?jo
zZ=4<5g(X`=+VI>V&6J^r0g}dr$mqC}y#63={ej&K_%uAy7@4_Em8|UyT*88|1a`jN
zGcRK?P^=R8Gm0FWry(|(;`y^f0s4&_RptA=#&=X6FW`o<11moFz;lhM(XN=o1@+HR
z(~=)1)Dhqc-r#s|sB?!tl-)Nb4-TmDUj3o!P<?3Yn;7n&+}H_}LJU0hJhX|7>i>Qb
z%8G?{z@g<=CCjfm%84~ui|JlHf9#j~vCf*SCn$noIN8t<C5%;7OIpnOxG^yM0QI^W
zxb2JQT;>^)74JOzNI3Hnkr1s6m6U~}&dWz*z{?VQW9Qb211D`38<N%n5YqvE)0`^P
zoMw8z8zAcqI$HWO${Z))Rk5x^I^N}ng;(~-{Pn85L_+cw?@tVkberCFy#qxyjD{2V
zp-r)_gJT+VGI&*?CE&@Pa5;fSNR22%vgkvfU_-qDj%pSfGlZ6gCs%Q~*@%Gc)nOx8
znX5O!A7X!YB0q~9rlW_CH*!H+*bYU95I+{LwfZo-1e&>a_rmxPyZEH^Fs*|%`JR=B
zPX<I<$)81>V-T4}j#As(T!ZL{6Y@L-Gg7v+1;Z^r%-@Y~M^cWI9FI+y4r^TgzQvuW
z_s<sx{wAvwzKvi4d?!EjizbDn<N2G-%o$^#6mxL2qH}p5YH!1s$>uzkd`l#%edF;5
z2EO=}i9Vezl+&x_>xDvYAvhT!%4`?W{q$X@;1qxc68-*tfv)y30dWrMcMIn5SNUsr
zF5_p)yHZh=c-K~n1uNi{<=g0>RO7K~QLP)SttU}YH&a-PK2dhgZDilh>N<9DQKwAg
zKwJeD;*${Um$>67hG;k+;Nj{0dtzj~wnjkbhJd}h``xZC?#QFXi3!rO_{3wAuRyX!
zF-M$XV>r7`6YZ2`6>a8@>-;^Bg*zS#x9=^S7Cf-CJFtHYDtZb({=&Rb*D@b!p@6{x
zTb}CTqO=#oojndqw>;L!eCIPcS7#`^q2EZ=j}lX=R|-=`pl&>;;p#U4_JfPt1lR$j
z)K=7vTPvaPN8AbD?8@Mm=hNMebKj-Hyy-5ef_az&lgJMQP+!VV)A!1MU-iDGkb&i4
zbX*>Ym4RFDrr&}R4<IJoMpT&eH72rX9=81N2suM19s_z_84x8LuqjHQK>%RW^}dz%
z9~^)bRWSj5{aI(6sY`d+_y)HE&V@>Jd|vL@RDOB}puyB9S2Zq3ywi0BvDsh)KTs_A
zJoS+ZF)mO1W$0r-he;kC^?j6=ZXiB~@QJ?Q&p?f0Q`QOx9#nq`t{Dmn8QAkz+<u_Q
zL626#UPHq5L(iufh_d6s1^tjZ)k*J&sk=wI$RG?7)FMu7F=Ic}A|2GnLF$Y+3@B_q
zP7f}*&s=PW73&`@6I;rUE&zT=D%<<3&!QXr>s5B%zm2}blF13+0h#U4y=C(5-$&fb
zW?aXwCQ6tlNqtGkXW&urn`#0#zY1i1P0g~naq}w%`8se`IoV<05pm#m@0W!FLS|R$
z_>Y&FSu0CfZxm$Vjlf`&&c&}Rln+#T3^dshX_SYKl*EIAVsRGTDjLO-)0SK;PPydI
zC!0Vp7a;2ZE;utAzx;o57ZP5AY!D`IF6t;cExn1TE?+LnS@zpw33B1={&Qf%vE2II
z*<_=uzWLN0r?og~vUkuwP?8L=GfMy!oeT@|r%S!u8;PoK=Fn0>K451Xa%C12@9s=D
zA$CXGz7APqUjF!qrf2S=0bLBl1WsGtU056N$)LizmJrk8hIDG+^Y6eUX^lx{kZ_2<
z2RMNXFL9ya2iwgW1~Z817cyCrVIt#f9)cTPbg(_cpRXU`LZ6*GWs>XQh-LZ%SrWh?
z6pdg!I9$$UMeBwi`2o~P=M6H#sfAOXxkJC<FEdO=Pql)sgFIAbj;;S{xJvEnpOSnA
zdrt?VH^XhxftTCM@QkVnU8{Kf3jJInRH#?w{PMk#jLHlTl?7Qx**OuJulVAw$U|t<
z66fX;;RiQPq#gEUnl~{gI4Bz7@LOo`-F>ov)F}sF#VJ86|7KFzgrn8`>o@mrU;k6~
z#@`~nS>f}`w4%XyH~EVxuN(x>w|-pF@G1IJ_w7vD8LJcQ%;Z8@8W#1)#&{NJ@*TnV
zle}WJ?NA*GS=|an)mQGkyq=!-?y}`40ipYGn7-SO?%yfUPmf8F`*h;665cr3_C)+?
zfga(@Zl7;)!lAD3YQy4dZ$3B7JXzCcLFV#F!B{pa{MB7KiC>C4nG9{~$ZSucC2tf`
zOGioq@2D+mxT$#bq@E`ihOxlB0AgEqaGoWRocra;i%*2^Zv!3%$4n&b$n?-94{RJ*
zQ%RL%k#-Sk$OxicB2J0vBlFm2e>_=U)Vb@tREgvJPSv+L3Y4rJru&ySZkF~wJ-!n=
z_OE?=UT@59^NQb>q~3`rjlhGc(NEz3>(kas{rHzVcYOf&@b>Q9&YxzWasl0rjenG+
zd~M44LekB1MpU*9m<brIWXcjnyM;diJRRXof5cH&-^Z;k#247FY(!(TDquNYf*4|1
zV%qB<*J%Jj<qF$!4+&vE2M*$!^9EI`GS)ye#5fN1wH>yuWY$un%Nh3KH_RlpjdVKU
z#4%9EJy%t@Ta;itGRokni+vU`xRZ~|1TlxN(GBD+F{)zgG>W18GktR=Rlv5tA@smg
z!_zAdH2Y;M60Q65=-}4k-p8NSAh(A7G>t@+y|D|w?8D2;7wp1Etpj_!-GAsu{^^-`
zS~GgWJ?#V$2t_Ko=-3nM%f5dtEbLfg7$EP~yi*)T7YY~40y`x>p)3h;{<(FL<v*0U
zrKJM%=%8oN(@F`~u9}I8N$P~nE<KtfBdX}E8(oxFM!b^eeEdV-;>N=_vYWN8C?}M?
zHT7mlH|<H_G)J3=#J1tJ$XZe}JE~(YQWUnwKpe6i>U^MN&?EjFc}>*U4MlqIL<TO@
zuQ5L}D6VZeOwG1rUfRJ3?cQu_MT5YmZ|hG$>X^Z9!>_nD_<2^mwOY&8rGH|JDjROD
z2cx0e4^(+##slTE!*4NOq!Jk%j7kRH8{z^By(aL)r*HM|KWnkpHmc)=s5UD*>zFzj
zr!CwXslHiu`HUsTp*G=z^pl_OAN{Jj<`8nlDa6cv?~^U8&kpv<iF?Q?anLFL^K+BF
zm!_t<S1*g1nu;5nE}1^@HPdIBX9&hI07jCZu0Ge2S}^6_mEA>LX-9{KnK({ee4?Bl
z{6xR#L*pcGJDVc(xKLsou8M6Rvq5YGQ;FG}Cvh$t#BWd^pox=>6S(TB^3Nd70M<wL
z+F+LIs<XCp?V=otVwo}(A??}R2i8Cdd_UwND1^SzijL`mDH0GaaDjI(Fqv5=)n1>G
zz>hD+qyws;>KLHoFKXtW>>P-B)L7jqF_b1tMhu`{2QPRtff05D-C*ywPb^MjpM~(v
zLhKkAZ^X<G1Q|i_-`D5*ERuiaIMDI-oPjL|HhNuM2N2up7-geg^h}@x7c#06IJi&p
z0<Mt~v!G1pYYjMGLyY4sm&jY@2A0&)rR3K@`t~@rj@HM!4dm~As*Wt(U{j64(z}eU
zxpvWBG?LhVXeG;eW$VS$W51otPTQ8A$~zRvIR1D{+{BB$TP~}8hTfHyeuaQY#<bJe
z>v7fJogM+Ww&95y+}De{Dothgg55=#RplT;4=m*1Zf+4Hzh*Z$d^KC^|Lf?o${?H7
zZA+)s(uQw0T1OqLe^@nswP^g$DXg)=yS6B}vDCGiG9r=SY+0LAu_SSNRZKx*ssFgo
zC#ljeFBPuoyhzo}eyS}XsUsqxxhSOdS5UVcnkjVnCF^iN>`?h7)mcxxfy+@1S~T;K
zeGc&-k1HL3NPF|!zjP(%Rdiu(kjp@ADxH#YWWaI)K6!h|=)yS~;BvV89dMrf1B^y+
z^C~+BkU7X}wMR$H%_wIS;7JcZVsl~XW%GHrzGV{mJ892!#1ZarvO7cPN0;syW`QUZ
zgYz9eFJ*|#<L<;|*I||p-*)VG2|x{)K|BgjSpj3@wipOouez&KfD1L}iLg=CYrcQ^
z*WpuE&X-<bF6nfh2;pOq{{V=NUQefAo=?C=YGmBF5f<74RG@I_hfA{cssjvCK2mpx
zTXhj^%Zdl<`!NAnK(d;T0Ed2YBCB1<>~;B1%~mk~Lkh}Yib7|52?r`x@i0b5Y3};S
z$JZI_hMn=y9CsBI{Jo_9R^RIFcFy}yspE;yp$(3KDs1u^c_R8QW0js`m40I!UuA^#
zU4Hg+2pVee+@fN!F52v@iSRcB^Zz!|f<U)VAOF8=paiL^8@q7k68jKGCk7Zd65{^E
zCZ}(znjf?1OcmUcz1U=o1ir9YG)&Z@lGh4e;Nz&JYoTTK?Bdf;0=G9SkYe!n@T(`m
z5R?}mz*FWVckAMf3hoLgsTDn%%W|W=u7<M$Acd&W(>pv$gy9Qf1>9V-hIwm`Sf&IR
zP4e_m`3MwUK#wjk9T5Y+Dg!n^J~_9Q6aXgNfM2ogo{>!1Qqv-Isk16VId6bj4MaJN
zk+cJSJwfbJR*FAYC;2Vp+@~?3GW0qGD-<)MkOZzgz=8?#I{-@pl7$0<92Be(zoEdu
z=5C{xRyCqJ@}PQ3&Q-2bp+9y;)=3d5;baeHEBmog%oJ$r;P-|^!#sByD2zSPGY<z$
zvCNK7Y*Oy~V_~EO={z&`iLK#&^nk7x1M8fR3vCaP5aN9(9t+zR-r1nE6DPEi$BdZm
z-^b>}hVux+CB$|cIWR%T8@JVo)13J$`gCOzrWDnlFL^-Zc!7XMAz|*bxx9Y*^%~}S
z?fh_45LWHU%w@+8S4q8R=q21^`Sv63P!=;p6tFjnqom9keHn<+;*YJVc#)KftMc^E
z4DpXKGcPp5G-QNiHrqd|x7Uw0x|C@a;AR|Y>R@xT*WZA$|D=C^x@oi{T@wkHaeVRW
zf=%y1z5Jj<wnWqUb4?e{)t%G2ALixX`gYI9{-=v$WO%^kYY#nKuR3_U_`h%VB)`(2
zK@hgMs`rEmh+kkJBERu%QEXeEqPdTxbZXqm-;^sC8?J~|TE_Lw53{odicVWg!?;bZ
zAYXooF<lr3x%zqEy9+X7QA;^4_VeYLr+iE#8?URk+*uKjjrq+-K7a~#v!g0q@gjd?
z8n_qOfdILy?VA94>9WuE#JP&mVfSbrxb`W{F9=`BFRCa?`yj;Q<iaGz;ov%0nHb~W
zF1P2a+HmmdBiQ>@e1h}v5qHo&F)^vTSA<HmTr0L<z!h$Ae6mDoX-DySxN|d5`mV=I
zs}is4yRZ|tU;ytcAX;5FgUH+@33@hLiVzUw2;-3Y&+RNxE=NR>(rBs&6dVg*mYIQ=
z8F|I`5zgXgp*BBxM690I@E;(qOAMoBe;Vu)c?K!z4?J(bKD7apda|Em8tXLJ)6U=G
z=*14EfrE7Wq&f7VO9cPY?cj>dfb!joAPWE-iU#5{L)?>rC{1S*Tg+WU^KeUlqX)*}
zg0c-Kq?2bLx#GAaE`$wL2#JWFl;oOP;htK#qPx=nL82@oyAK=}9++tp{>=I8A_92W
z_B~;vw}a_yfPebZwOfYQJTB$N3X|VtZpnVXsV0)gC#@4K2l>qgAmPDsIty;r+dTs%
zS#P|m;9HI6tgK^BsmcaS;0mTwyFa$fRXN6XpM{C(oFyGU7Mpnh;yDN5!#l#S_0&H%
z0lc5n-f_=dW`xBx@d}ZzD^?nVuOQ0+pJ!C*3l#kAj4($JOw;_>#_C#GMw4ROH6nxc
z6teZZ{niy{AU^4g=G)zomT!(n-ex;@&1u8-hmOgxak}}Ict2@*?0k79oO|QLnmFJm
z!GOL}FX85rIK(gSca@%ni2oAx3T1nujR!jAu3?Z->f>|)ePq-nXm_g+{Qu;(;ZO9-
zdyI3O))*c)_U^YpYjZFlP?zoPHQ>~!yW3*hFhTS{QY$3uc%(=!omT`WKW+c=A#Q&X
za!N$cp=*<rR40s{c4}>_xz9Y9AG(K01W*=R2DMm62N$(4;hfvNaaJKBl(K+BMKy3P
z;vyNn&N&};i*<hDTG(l>TQ|I-8d`Th)s7}rR!sk7W%~ay;J?nO+Ftu_c74o)iFk${
zFs1)qnfYtW7=BP*dcV2Mr3e|RC9~#m|97ZQpLrn@lL<S6hSO)JDeDspe<xQ~L;Js1
zPCHu7m6bfGI~npU{oEB3$rDBX1g_5463fU*L7~ccF3+&W)N73b67#oZi%d89jl!y5
zwE(ew#A|xr>B!IT((X_oX=g5<yk^;%5PQZ6m3YHAZyf)Qq|hkJf5$yBMdMMjy-|B2
zSAd{Dv{Ckwa$;>tZ$FZsKR^P2^8Q&z>Odfps;sr>HcZrx6-y@q8$_Oy)|lTXD;}@N
z-hMJ1kYBcC2>L3#^xrWelCRaXfQ>X~(97Q?|5U~Tu&0r;R=`>t8b3BfYG##h^*Z$>
zWDQ0eniU&$ZGdD2WUuq!;nmda21^z&s7_UVMrY$n(BSAq%UxQcHJEGGLm<L4ZR%cW
z!*{#=tM)=wB%KPY`WL5i?kTo?HNRg`3D>$C?0vs-Y(ej*T>`^Z@Bne<sB3mnhdbAI
zDDqvv#`JPybH-p)gKkhr*s{9|ETb6hnBCfTpTQ^!+{?JhjHbEHGC)9y^I_(OnaD?U
zk4$91c52uxVj*t*%Q2ibn%+V0gK)pfL+XLYtBm!z5er7^gGo`^#e-AlT7b#J2-zUS
z<Aq258|jDX0G;m7aK(WDi{e(Yg>oK}5gE08Hc+PRx!6HHx99Y8DO%P9db{NuC%8aB
z5oyaD{<Kd*bd_J*W3J5p$sNks7X#*az*PJppb{dd>I7I2rtbm7cf|*ODHi8DN-y4?
zYBay0Zsn+McQfL3OGEwplA4mdS|rob$tm*QJ>TG9D-VybhY#;~ds|$&kG<|@>frP6
zmZ6)m|FgGd$;~e^h#yiD6ZK{JU%cQBpwAZa&5-0#5B6uZI{-tjKMf8%c*K^uXX-U4
zMY>M46z1ZcnhO{0j3T^u8Do!YqhepT84J*>_Rh^6wk(KTfaE$n?EU=aDlbE|?{4Q2
z-$B6rk8c;H`rRX5Z(nQeUi=*OdPUN;C4?UBDecuN9>RzoV-lF%j6clb=BVG!S%(v$
zBdJr)ij!jlT`wa}=dRmqkfLH46#TmPTY@=GB#?Ps{MX=N)MtRp*&V^^PP@~X#na0`
zsyIeRf~)E36aUTxH&G71WFPSupRY?0zdsN>A=<uDg7>GMcx$9Izap~k+N=6lHT#0`
zYj@~P>H$+~VN<7lr*zz>(04Crho4sR)Km;VnNA}WZhyM9jF@dsb^AGtHmqWx6wn<A
zx`Fx*tRooD;8H=9mXm5<m8WH=#`a@NkYIuWR2pIV5~rH+BL!&e$<FHLJtC%Mt35;8
zmSFT;ShTzZpqU?rl?Z@|SPs6>KmazuZ=A->^Z@RIhb@igxlu4>7RhAc(x3Z+)$^xy
zNF1?o24kz#Ze+QV3GFh%Ix8Y)fb&XM5I;jFa?&6tjtf0TXftPIfl`M+5hWb_Iup~6
zctgg)13rr=AmC_V4YCa@q~o_>@m@N&dH%Uw`fZ^dFxWQCGz$m}Jro%{2RVR@NvlU$
zh=Y${PH8iU&Li&;8mffv$iVByRa+B@9oW}ybT=NSeGG_-RJnfX-HqP+H{?rk3WF`?
z&jAw`;83t?G|>$ET)RJmuwLfw19QwF-k(A$*4v$OJ$6igo^1|c_X&I{yvH=Wr<NCb
z0ub#Lb7!G|4Nn;f7u^8^&xRvSz{W+P8;DqAChxp$o^lF#yp7f!wYa8;1V#(1)dx0C
ztCheLqIJ}YmFD`PV)OppdGEl{qSq5eaR>VoH$=)`4B5OleHO$kw6`t9^L~*xr(e9Z
zKU3k#g%@cNsFSW*>cM)d-qRXBgKD9sQmUS-XZ_+Bt{XATB6oZStZNAPGr35a>xpu_
zG1#S%Dh#mpq~r@eDeas!H~^Y)?4S`CkaifWAe-*)ZMQEb)l9|3e@xWjqFglVrBhNm
zBj<Ey`XY5Fob_S7Fy<QurJOnS2m5Tvg^5AVGYmw1xWPTJBm-p0KOEYOvm5)-D$;qC
z_GZ~2!sb|T?Bu<fnkxmqs1}>;(fs3LCULERIaU-z(eR7T2fLXL*{5Q>uuxWEtV<rB
zzK#eK?-B%lZ{Sjb(^jDZ?>m6pkS4P|k-$e6@yNn&i4&zXIn*6K?x;2kc9YxL>1+ae
zG{_>VRih$0kHHEBi}dPKB@V~82?Q5z=|0Zp43z&8-bDp0XgKaZPJph(d?TCYNM3_H
z(}%8{-&QR_8c*c$5sqQV!g{a841{8uxB>nn1`d*A0Tv-}5LU=g6UJ#MWL7B#=SvgR
zr~3Az6r`&J3CAqpO;7n9FIOuoLOJx?l{rk^lP^If|LRKqb#Ua*2~v*n%kGkUq0%q?
zNj4E~ek_HTa`S5tPc*!c7bK$gG^|rrZsD@-maOBJp`!*5ER}`gKFjX00Y!PqfY;m%
zsR^AA5;0it-yELVY#v$8ncVHg+-;eS`P^+vHg!RgbcZKoI^gVdfCwYNb6QP3CSc^r
zUSalHY6&vbC>o=%ZzM>U7s^9|EwL_qF%P+kelDNRR>7CJ**Wy_t&NypSM&T7htKjY
zxr@Zu0SePFFjTzeC8%gC!X-w(6aD`gua)r8cVpp+3y_C{+dw+!qta;YKA_wH`rrZ0
zp|9t1#LVsWTGO?HMUkB0kG{JbFmW2IC@~%9BF6S%gO!UAcIqG#7HLU(`B(2v_IR-o
zff4X)8(js{j}n57&<&(6e}6bKk4wdk%N#q?_GhFI&@BbR^)0~h1S4KA2rpV!8lQJY
z-#O16Ijq+Gs#0&CrBC2V!zLu%wwea~qjeoPo&6qGjTywt@NR{{r4fCK$(1u?UgofX
z?sW#>j-(QEqCHFAhIF@6X{ZK0AWl`zT3gXkcQq2^z($y)6Q&{v4i`Y#*+-Hq`i`sa
zE!j7S7vlLre*@i``@h94Zw=LEeA%^B$-U<w=F_S>-lR3c%LR%@*7ZUvukzeWgjFQ*
zRPyBH{9VoQ_7!_m?yI6)`KeDK;nB5YJn_MM(0~V<HVToHrnbKRpZZI8UDrHMZj0RH
zh`-ozJs{ITxb(W=grbbERkCW4^mwlvMtY;RZui~$?W!t&0WQZcvF2ckkMaXm%^D3g
zD=~vGxfPQ54^dXUYTRj_a|v#6ri%%km|Z(=$|D3H2j#y@XNfW=ci%r%omixq2^mE9
zW&JxJ75N^erQ^&q?Msw^w!&HgE4csU96|!XZw?Sjr?U;Mm8DZ&)Yg)0XW19<k8QbR
zkW}fDxI7x`Z=yIF-1iKx4y=wv+n{wQu>QT{%Jmn43j`prpEw{H$4c-QfkF8IFXs35
z%7f^6?q)%eLra^(GiMJUgoHnXN$tYBVL9fEndJHT%xi>GqQ=Nzc?hGNWFXf8NJfQs
z|DhJ)bYgR4WwAS6WDaqqCEKK39&?Uu1dBnlB{s{DW3R*Hp+-o>$jP#Zsq&L}>fRe}
zsy>Ks<)`5CFMg?Uaj{8ZA<)PF`tn{^MIX52K4%%?az5KGMAgIU{cfI^Z=P6aE{UJ?
z`K-HoDpDc<B-00kl`z*DTvl+#kHrVcVqfAVhn^6xVrFztdAy{NHhAJNSMdboxeT#m
zaNrm~!olcnCs_tX-$PIVS_QXdO+mC-Ccn3PT4#|`>zEx<D~BttW2r20daKg(l_eWM
z?pZ`!S#??B8=Rb3#%`hf^$F4-A+WB+hszq#(((6P;rf&JlpDWa2OSq1s!KzUIc-E3
z&2u{f{3wrW%j9Dk<pcrYwDKmjwC1S-RJ0RtRj>f*lb9K>wxP}F=j=59h@$cXt7y1?
z;h#5AX)}<A5fuW>$kv}$22jH(*u%eoXKQ~Lc87)na~gKNDCWBe7#dFiKIIJ!axk;Y
zzN^A#B1*0E0Aj})@R}X)`5kq^0lNedCn|pgyAj!j{>db5vH3Y`Z>_CR54U92hmu;`
zRJlYVesz6r6<Aj>1-QQ*2Jkbw01(RBt1lO?GyMNB1{Fo)%z#j#sHnidTg7kbi>u{J
zh@20+6TpsW;i52FH{{4{$RQS=FqF$duVSqc$#rO^e;wqSAptgtwa(2RO<6d?!7*yR
zU-}uE9z5UaCp^fAc=(&-9{F~=Uhk)Mctu@kh3s9F{6D{hy50j>Me5ZCKU_(OU$Rk1
zUbttpeRHnK<0SXgj7Va$Z$<gLiJMLog;Rma&&EySS9_BAwISRT*;9datlSpM3a6?w
zp7zDBs$G<g-PPLP)e75H4R=lTHQFF5O<AYEep*y^>!jk%cU&Aw+H_>%i86c@Bp@a+
zsNpJ@GxcWd8t<e6S4Mp2i2`V~LZ_V|>Ro(QUHtpHcz*jH<2M#q)#@i1@v|qi@mOnB
zKxTu2O<kgK#u;|Ee%NCFS=rl-c%xoTSXr(A!EhRi@I%qE@Bq{+PS?51e5ogmk*_so
zjopehRDu1)V385<Tb<{=oLG1+Lp)6RSe-_}YmEXH{q{YXGw<6&X0HS&y2zShea3z}
zR($zYO7uHVPY0)gePL(K(%cpe3^sO}3bLOQR?8;Kt<Kq$zXKfjy5Fz!I4yli`On!=
zG<5M>_tY2eTt^~<RD^c2r_+}^kG}j!Qa1Z#e*xz=Kl#CAQSW9pV|$aG2M+aRQa^Qq
zpP?hv(ZPs!s=Fs&9Bu)*t44ZR#~GpbmR>dHhX)#jEXJXu2a+QC;-DnHH*uNA_u=a0
zgHu0%l#M;)miwM?uNt5j|Kc8Jwp(LXHeeZYzZ%c%YuyUlgu%aoHkx}jetGYc)FM)p
z+%UjI3%CF*4<SHT%0I(Y6&N_PdUYu2XNw<3MO0=0{1ZC2CmI)hG2!gc4#U6fxQBWx
zOhDA`2xiA{ZF(L0t}L{$fcD^~h1q3SBa0}LC?`PH03i1Z7229bs^?Ck)ljFj<TRyq
z^|VzxKb~qI?dcl)&q=Pf`n_P*^Q>&`I}t10pX8Ge===2X6oKSdq$EkyXOU<G4<A}|
zY2#C1)5e(m&W*+m^?61{+}?hL6b^T3wdz#iX+*AuY3Bvsh`sXFhvi33x7OIbqKpqC
zL|2Y@H@y!X9dA2RSp5#uj^r2gdfX%4QRSQ$wu*L$lSgh}!W#~k*`Hj9pxj+MT(CPE
zbsHC+1k_sX$8L}pC&xa$%JFij#dRm`{ynh&Mhirch5PpOqWHXb>m|mS)b^0t&uCp*
zG1sBI_YoMr)JbC>(F3gE%Un=j(8efQoT;g4!aUMT!6o2SN48-d$4SOK23p4q>Ua#^
ziY70S9Izlh9tpP>2c$VZbJl8KiJ%_chu;;04fyLTjco&sodU1f?+w`QeYS)3J8^%y
znb_wP|LOVTp_g(%-N3nOG$-BQs{QqmlfKO4SVo5o?*W3a+JO!|>}yABH`@Ksu`kO5
zfjDE#@5w*=`P{%~yw69BiL5nXBI`8yI#yyUfaSp~0!V@bD7s^=fO=>Rn56S$03S@d
z77N~7fA>#>%RNgq23|cb@(BiMZeF!+*vte5fZxY}*Rjmv_Wg3&XA}%V#sCiZX=*Ir
z^YZawVW{+pyj52}GA?=nVy(x5XQAh*pPlbVto)(H4p067^{T|&OP~3-csgR!LX+vp
z|D<thXVAzfs0WoOYl%8$^^VbDZTgQ`o&ondF=s-D8L>dR>bX27o<_pdze6T%!rzvu
zZo_I*Sc5F^I~IW4Au4%aQSSXYt(FtY1*cJEGJJFcAG0eC&UT%Dwq^fA7e1MPUClr}
zrjcGYZob@)pJZP~<bevbnEX4io!E@y@#Fti=?Yz3(3c-({$XL7_=YR=u2HRR*fR|9
z$=FfehDiXwN&7yjI6N6MxmMBog$C&c?0yG-bN*C>a~v5=0m+Q#z5Rk*{>fZcRd4W&
z{PJaQoB6cC_=+d-iFN(8!tJoMQ^jTJ$M1?PFMF09FFy5rFugV*?Lm(6%AY}m*B3FL
zK8aG}Tm|C`87UDcl&h9*Fbe72A>%Wx7dkEH;`F=TWm&@y%s{!!+s;f-@)Eo7w^j*#
zkpBR?714tUq{}EG>Wt?ZXBpVTZ~H`LF+gJ0_M`U5JC96LSw^YG%tuGY4Y&rCZdmgX
z+esWv9>67+aTXMY>Fzlc1Am<qnFRB}1JwzzU!eRC8LVKp#P=8p3^GEcoD-NimJrIv
zS2&xXy=Zgx4yg||$69P|f>=$&KF77fuOLO)JCxm&Sn$K7P$Di5?Dm$BC+xPKQUf0b
zRX@gD1+tOm5Sc;=K-H>Pp9|2$qrX%`5sa}jR0R|8a8Ml-WU39q3jwh7AT`@;D;sj=
z+faxcN`kNhQ%$Zu3q^rtBV^%_q8AO&30~IYV%q7bs`Zhs2QK8;=u1#7--w^q{MJ~n
zU@S&5rYz-Bp0^8|Fz7gnmWNceg>>8iOcf;9Vjn6RXfVW@pcF&j-FFnjK;2M<w*ku2
z@#H^`0uY<T=^FzC>JE~q-TM(_a1tm$Dn{kCFh~%5GPWJh<M0v5CiXy*IMq{SJP-J!
zW0sem%YUa1q~Z;zD34@ARykI|7?$HGw>)lwAO9x}UI=@K2G_h;EH#0!e+es#k9ft>
z%BK&VzU(|Dpw}d?8z!$CDnCh+ci8`!9XbpGfUa=I0%WLJ8SN^Iz6&3Cz*Y4koYWm*
zaJMy|?B~MHrO(3EiRnA5x+sG;KLy;EKp#@!D}+2Q;4?U_hM!iu@WK7yq0vq?J4h&o
zMOclteSoya=)T0UAn{-~XW%kP;bc@|jKB_0A`%`KOJo65OkMD}iFoiKgckUN^kBDD
zJ%oGj{IciA<obhNH2v>|%r0HKk`3yh%yg%&_2t~S-L?U=M4kw^slm4cyg|fh(B)kW
zGwC)FfpGRD;a)VAk{`r>9o*sLTIC2|&gBsg6pis@iTeMn_;QB0MMY*l+}9V;D*JS`
z_6cuu1QxLsqr$Qcqp}^_U|VBg4!>BmN~Kels7bmV8uau^M*V{wfYg~T!ne*;;XA$>
zkjx~`-FwhEIjQe)IwV=AvAiWhGLrtXg)T7}v6|gtRp-QYGny#fIi-AVxK?$rO;4w(
z=FII9y+t4UPd$~Jv8@wD_=9<TuSxL>b1Y9tC1BG?*!4@uZq?QG|8w=1kJ+N--S1gV
z&v$1#pC@eVH`wtBimp<mW|u_s%xRbLXKY<piAAdI{nEn|ineZ&im8SQJ_SB$UxUlM
zbnJ~|u85T-Lp~K!X)HXquY)MchU^r#duzA6J^b9f@A?#+QMVQq`;-VYb$q^dRq!=c
zfdsE0r1hEJ^7Zts0L<1`x?%tEMCHwi=$~qb-RFKy2ZD(($TLU8EV#~z7-QrLklG1H
zld~y+oeAJyfrz8J>xU4tN8Q|l08#_2As-{?MOWehfXv0<i0G?8gT(sA+<%M1fcT0m
z;mkZk=8RXy${ReQB!UXw2ZGQ<W+0Gw#0+$hwdNzb9oG+1V)gI*B0N{-2E=ab_I%|y
zg_I!U{NG;=yk6K0kW{mX%||!|&`S)}pt|@5Uxin6I){?Ce{@rvn>l<f59xyJDw_OR
z+xamO1&@*%W#niwa%%C@I~}cw`3x2*J86QQ%dWI^$vNFBRQFrC;pT5cA4WbG^-Wc`
zkLnHeXpP;xSfJ!@l@>Y!zLeM&7@2G@03`T@d?ezaXuyWh4%-+(x5GIAMRj1QIzgc?
z^b&y1yGR#*lNs_b1TqpmvpqjL4WL-*$&!JnQxDH;EbChfz8qTU9$ds8MM*mZIjWF6
zvls8#ENXxW4t}xxQ9L;!1ra5u#!HFi)uP%TSz@A<$(NRvN%Cdx_uhpaSn>fD>}SAi
z46Lb_V=KLV{)JPi?2Se>*T>C}%0yg|!~>G47rumWo}AHK9>D&pctK}sG&zHEX_#+S
z=-0isp^dLLb+WCJZO)H`)xL`7ptHrH;I(h};GnNRsh6DDFi_iW8f#%2gLJfGj5Jp1
zP8tGC9N*0#FGd-zg{!Am0cM5$8QNt6Xq+>30i1wszv*4KhSmpnj~Eg_?KR{P4nwCh
zX2%a7&jB+-OWT?Kj?Eu1<?KWMpaW$h!he5uZq?)#eO7$~c6<h*C&Qp5%^-3bcNabV
z=sWwx7(KesX6H3+Cig5Uo7wW=X#cx??(`(>ckjW+F;?`O=?@P%p99I4{tU{|YEj5p
z5k{5PA;M%4cTR^fSNi>z<Vr+-4aLKK-#TpVe$?{Shbxx)<6c*XT^fF2N<y5gMAFgV
zhLlany9kP_&HC#%0Vy{6KZ(Tmg1?E`4Sl>1`Hfe4F7nR00hsPn>4quc8{`y0mqPa7
zZxK3oa<Y}iOkelH${cCfbQTj~u4LFZ(O5x6NftDG-$hbRDAt%_RCzmjT-sbI25igC
zHe(Dr%kd}%Yu$<D-f}^8^E^QbFSw?6LQ_syzzb|k6?mnq<Av;dZ@SM`oaTRXx{oW4
z{f$fE6{T;5!hf!RzM5rK=kTn&Dh}4#Emd|}aP(f?juY>-sKHh2+7vZI;15nt&Pzf0
zmMqFA0Zy*DqvlgE^!lP1_WCQi8`APOq~%gk6o=Q>JBMChdTH`lJ69@9O#ljZDKs2^
zg_kCOF8Y&)#GLTeSFEX1ta)oWj|?h_D<jb*{rN`2sI%6$2R*_TtS>GE-xfX~Ex6I5
z!rU9?Grk|;Y^9j~?gurJ%ZPMFLk;cEe{}i38VKiB>c;Y!-;DXkxfNd`>Vh}Ek8<Z$
zzGMnQyTAQ7e0*b1ME)y!poZZZwQ@si39)cVFH7<uG<fONkNof&gAh-WUNnXed>qaf
z;+YkptwX2qED#@uw&>^pu|`Kgyqd7Q3-=r`wi>8=nC_Am<k7*aF$Vd8MQR@dNM<oc
zE&+M4<VQfrDN88r^iL*>e49N|ngAy|5AgyG;xj6*&6sotrrFT0z5+fpFzKJI=xlLQ
z2jIDGVlIl9wP_wQe>B7D8Y%-LY1OaIFY-mYcqnuUK3xA75Nrgvp;(vs^^qg7@H{T)
zr>EgVmrWVx&ixtvBd;7#fBUoPW)yiZ>c5Ha3h!if0^)<F##*&rxJJ8jsD&RbM9GD!
zvd<MS@*dF!@Q9p=J+_4Q%;}@4M0(deez%cPr}5L?^P!zwvmI~HnRQ=Zao>BBqqc3Y
zTJMGX`i5K!^0c}g9&64RHn+6R&ah9<vPgdUj87mNF3z7nx)jk8d0Sn@#^&rt-@)A{
zKkLqGkDmwfyC?jD-q%#u*G_vA5atX_gCK7Ag|hWBwsa%O`>3F01B!c{=Um&Jmf6$b
z5<eKh6+qU^2%9;3Ox9)9^Viakc#D7;oo_0QdVP?ntc)Kk9${5}`(N9fcMZ<W(vRgx
zzIenw&D$Y=+a>(hJMs{2JtK_m-gfHIx3|AmD%~D3nUhCvm!o#(CzbXta^vKg{!DwH
zu8-W|%O6G49^qz)s<i)9dFMW(k27m=aE}bXhE}4;r%Kx!=@mE9Z7a9<L?_WzT;vl^
z5I)y!e4yybszKY@{)Ri*0pAsm<mBPwcwE)zmOsg{Tx6@omsa(YLPIUL*9j+>1%L5H
zCayxCzm9(1&@}lJG<Ji6SXQ3@Z$QX0_jG0E$<vw#q}i7pZvQdO3Hu@^6MHUe#s(CH
zS+L)9y?F=!>GJY;Xd78!JsApACn%5K5cti>%##O7OVmw~SLr~veKM}SgnJE<84)T7
z5PSPBp&6G+U3Nf^C$TN{#hs*>9E_;4(m-3@EHskIM(sk6pjGKER9G@h0=;xZ42RQ+
z12QrFh+7mMwBaWTkT-6=PvoazIhpNo&gQE?<1H@t3~mh(p>ZZE%g*Y*OAKsDG}LWN
zMeidz<{bk9Ja_!a8re7$jTF3qXrdtA@z<r|jDMu0HffyoMV^gRRUrZvAgwJ}SooD4
z20qUDSw7RXtdiaU@OVS-qgrtdT+FKPg`n9$AR>FQV(QsPBOMD?ECc`A#h-~e4gY)8
z1whb;;kj&h7aIPMBmz|J?V`_4@6knTF}fOcM}MlPi-(!2{{?!!S=<dBnwz^&-`i~S
zvFTnyuu9ScXT&m)`4|}HIW+sEwQ*HvFbMW?Z9J&JmuCBy*6})W?ieX})O6d*EXXp)
zO9Ab8^L}fUm$D2F=xawwyXzr?rd94Z<y6fGpIw(|YdHO<%wY4IHH{?rTJmXn#ZL8Q
zySmGEd<)L90#P)52L3rBl=0;NF@C=)fEP6FurA%Y3w!88Wnrc<UmdZHvqjy45fB4(
zq7<5Le*lSk;p1=C>$?-iU{wIIsYuDfG@xBCF-kX2L}PrUq~S^dV@hFAw1cw<Mcq1J
zY=A%fOT4rKw7lW-0t5f0lT3_&chb8qE+BZovwB>h^;xx5@(j51*7Zy8b1;UTKx6dd
zz8in<e^dVkPrXhy-qxoM7|VDRQu+eY?>w%$(+Tr9C&%e71Yl0KuaM?k)pC#%9gv=b
zOn+#k3RqKLw9CjN(<dLfOC}m)UCzgy@k(L`zWprRD`ptNrXGCbs!+@iLmn+b1097T
zo~o5+&l7u*>?rFO91?EL<GBK4sY^)hm?hy-TY8hBpe+;*eT|Hm$VYYq;$@ETaxC?Z
zaE)=qbG}kD0pNCqg>v4FfuH)TDsE6%!gn$cs9K-`gNq0;v6uP=9%fCxEhK%jF|5B^
zO7M}<N$DL0S3W^-5H^{RCk=gM^1Azk!R*t)r*c7;FUl%^a$A(G4lL+9iH#A44s`m*
zKZWC=0ynt9C!r~k$$dG{7||g3E-Qa{cDEFq5QN2G$MvzaD?SmjNVrx4#`g1x|17~B
z`ds?n^UAf~M6dvr_U$GiQvq5UE3*Z=1oT38S??ZrDUcz1FrZUo4|bQcdyGM0cq(c|
zv@%`fKT1)Qq{B5o8k9vJ;*OZ6>qWV-DCa}S48$MWfzC{<RF!lOXp4-7JW4C-7FRm~
zUn0N-W1=MD@{po<)dx5HnJ!o%IBX5!@BOS@D9Xr!NgNlZVZB{pN9=69bmHn+FpvQQ
zdHk_Z*plJm=|0yGR9-WsmEo(thOk7XJTGZz&unP#vvo9ne@Ue1`bC=JT&<p%>+{)|
znckKL#`8DTb+a;&qw;Yt2A|YAjsHAX|2F)d^LkI@PZ8KkON7@_f6A0i(psZd<N9WI
zYfo4B(E8K`4PF1jx1J#;-*?O67wD7m&k9>g`nHqvWHs%0Bluf3CLlwyv7YZbHG1rG
z7Rm=K_ix>`3_E`<Do+b-o*`25xmS><79Hm%dl)(w%fE3y>`jKv`&Ov*z?97Rm(#<e
zR)1#;0)jojoflW*Prh8+z5>UvH|k>Yk<2{H<rY4_itDB6r;a{&O~mF(p-VDx=HZHG
zoUT-~(y{f^=!VZF)`VNJ^78NwE^F2fX!k=VW*&Awti*w@()^Obhp$X{MN$ez^bkRx
zYs67y=*ho}*`rixq%%Sk5|1X`0Fy2keSml$$ADbZDvt)f=S3#56bCIML(39)%HnyY
z_u<6k2-O&<q0(<+vZfHcRt-C9@sJMBFPCNJl|rp-VrUsJ4j|8Q6qSKCGEd24UINZV
z2#z`}3mmD@7tUCi5aD_3*Wr9vUoSja3kBaunc7IX@Dd~2vt8Vc)#34wUG2Xr)qkZ!
z`0%K7<HF^yk^y`!LWz9%9oMENxUX*&M=7`UD^P)^A`2t`Eb2X4jDZS1y9I+>QI}V|
zFJHb{?A?Gvg78<5(+zI#KDfQR(Z3>=E|B&^zWly97^r;r;^MfUQ^&zf=4M7;C!gDd
zoyf5N{5Hh$?SrwYrAp_XrsdsU`^Y?A!8Hk*-p~8Y_UYS8gmF%GY#3qwvOgK`k<c3*
z8~QMLs1wMF+JafKem(kTJM?*O0KGEBs5pw8L}vos;5V3TR+w#75I$e@gY9Thq#VNO
z$JG9&@yAm#lD{UWfR}?4z8(3dGo@BvL%9h5ii5`)A3j7fo9mf}hrz%Vei65~hhwsI
zLc6ijaP&D{+IJbCikl+x@e-J>s(J9a^sDoqt>qDg+dvDG5O4rKekIeU2V{Y4{6hRX
z{3vjkh11?X_|fIpjvlyneXFZ;+rAz4SdK>FqIT`?Whh5rQdNY}4j;gDD&TUs*M(Nf
zAE3A|AoRi>3Na`ewEuB*-SJTWe>@y_S$9?>+!<v@QOP=oP-ZBj%rZh|R=9K4$<{zN
z6)MTdO!nR~vN?M@+i~uGpYQMSxJUlbgL{0s-tX7zIdPm>Cs)Rr#r2IW(d%wfO1sIN
zu9%~#9|8S^Xwq<(ram?DDTZ=1a?Dr1w=KCIh@iNGK_N$Y_{`JllZlc2`ZOd_TMS5o
z+@fjjhq_^EE0@f*M_N;JWxk9L`G1uqh7i<#0RdcG%1N->tehcxIINZhQXI3oyac6M
zgr|C|P)A+k?^?c4`_<*ISek6qHKvLOzeI{pWLE>%z3aT?XU%zUA&oakVzDQvN4bwU
zoFCoeM$X|Bduk1civ_i1q=J3^j1t^)M{u}i$duAd_pQ;PTN=wD>fPz0nSEpN-oA0(
z-f><YQNH#b9uHo5>v?+J|4@B{7XR_nL6=>p(d%VV#eI%U+6Vf2hzEhSU4cs+=)DI>
z{|^r=KN-4H20n)`5t`X!w%uP^8PBOa?Ql12@iXs1!xE<!-;jnon-0Ft_bhxF7w+;p
z?7aIhQ^qJ$$tcOYmc3KavdJ*rgGaP8MYI#a@G!~0G@T_fwYIt@gcu<p5~<z$#l*b(
z0>6kzxZ`(~qRL0tD@~{r2@<}>QspL+<&O$q88;yn2Tdp>_bYs&NI7}Z`bV0dl6v)J
zua*~{>}Snbk~WX7F3$9Z$D1r~U$>|V2)aakzSflA?RA_4MB8qW+D-b<fy9_O__F@g
zA33k%`Q6`MLyC*=W#F<wPW_R-Pqy)y4;_DV>>xaok>Llfc0aHPnn_cNs_ph7ul|<U
z8AxJ@G=o75Va6boBy1=pb+_-{378wazf%46PGU5~2xc!RZEs3x?zxieXG+`B)RUEh
z2@bSAvEhz|of<}dowZ0I^=^V<8|2gkrTtV8DVTx&`V_u1Wgw9IX-rmwR>~R9s)vs_
zUaf|_8!)Gte|$~=X;{agkH-kUag2c*))eitv&`|K=#su}wG0B3^YlsoK?To_>)na*
zz~Vpt`pyg6c@d2fHRPI!%!$;Z^>55UL^U;!hZZ)dN3K5iHOwsyZOvajf2w7WqVeOQ
z*dL`SyT0q!nd2rmd3Y)&CMPE*$K?@Eer&lEx(t%6ueMq_+P{-hkAGv@(n41e8H-_M
zxJu_Y!(Z5aW%g>V7LVeG%nw}u#7p$cp-+_qJt&Akr{<OE#c{A#@v`&pV=M3J#n*LV
z-ae;>Yd!&C!p;C9pZV71wB=>!j&Cd`cx5*D^vc!d(}%CD)KP&KD<@}ngi8l+VYc9_
zjdj=Jfl?wjs7tJgmWf@*a_r?(aQ8%e^zLydaMw~@^4N}7sXHKpH4t;~Q8tJv<Tfd!
z3my!A?DE%b?DJ1mWmAWlU!AqIv?wywf;1pb`#@4VVyaBH>#x0P*XaFd@G$uA2H=P<
zumtx0=tcOqJ|Iz9snuVwb)2TvEa>XxX#(`>SKS`u`=xuFHz^5kKfejZL|&u7*dtiD
z3W5jNAjUvZ42T02tO6mUR`i;sUb#NVh<>`Ud2b1-cN0+KK%vtV1Oj}HVC>@>8~w%J
zWI<D-awCDx21f+np}Z_Yz@DPGhQrX{Pd7}Tu04?T>!e|UG(jmUl)1bk6~=R@tNF*Y
zxb|krhGyO+DC(x~9L_-hGD$5g+2QjP8<}6DkrWyXfA8l3Ceesv2=@<<>Cjq68|R@(
zXW&N_eMsR8=TIj=S4yH0ggK=GBRbgPg{g{}pS3^89KPFvtP+blMy8zN2&bmoaDmi$
z!Bp0!G`7(*oVpApA-PT*=~aMm{wy8vOT@PpM9xuJ#ROvtMAHf-g((9D{<&Y*jiU#V
zPgN*tcXlw2rm{PjIWm4iW%3Yv^aW+C@~VjO<pjmu>oZ%moe+?85Tnw7l&0NX%-r@S
z=itu3--6|;fa*$SU>#^@0H0>f{-aD~)~&SPM=8qmovZb~n?lBTBb7&koC^cIe=)q1
zONyxZ$>d`-KJN8Gvp>*k)}=pACWA(J!dJI4PUqL=`0Ou??>Qcu`svT3p&uWFH@f=Y
zf9P4}w9x6citILn^qUTRxqfm@((kH7O`DY5)u*29q~@rXT~ROh=z9Q1c|+PF+_WwQ
zV;TyVrd}Atgctpzwc28N=k4BXcrp>b@bkP`jnq=FPO;7?b;@{c)M2i60<(I%yDdg~
ze&;j?d1`T*SogMmC;xZ<v#2xhb&VuRcrmr@Cn9IW^~mxHtcFD(dbOD?L6=>f<gE?F
zMvg9k@sR7!BH%i+F@GX1K~BKm{b;b+mmuOpExk_!N(j)6i(y##lr7W09We}%=;w4C
zD2U8WTRE)t6If({%-@coWipjpW<{iVmeHk$`4UV(8MB@_mv5wsmZ&{Q^#Q0!b`BP!
z5~i!w6lV|vqrMb!b+NdGtBpSddS8S(O!^_rd6K^cb*5X|&#r212n_f?Y3<_KFNHK+
z1SVyj_5=_RB}tnjBNEB-#>cdW1C$k=bLH*2&;1wjblm(0UtpgRK2f(6T2j$v1!s-?
z>f{ceM9fdvqo0v~oBvAgsU6UVKtT6&)Nc4qwA5*d$G22+BpRBVUf@p&&$a|kQ3Omt
z09G#G&m{1;xZ?)*C-comS5+0o!#l+8wZWoPg!q;u><r^?ek~kUrDLF?eJJALa1Z8c
z4C43beOqN;`drImh~<s;x3R1DHq#|M^;qw=M&Dp)7S)&!yA<ip*mMC4yNlo#2q;2~
z88G5h==fi$BgP~cH4vn#5ZI(&^bZbO=V~rc$h>Gtn;fGNU>&hBty%rAnXSUi)TQj#
zt6#sKlc_?b4X9A(P-jx8O<y<~);2-pB*~FNzc@yR`%4q4Pw?<Xc#N>uwwJ9Y<+|Er
z^C|DbAy*%5&@`oZ&A$Ruy>AXZroE!~{cj&86(jA2o|A-yU>dj>RA^;yD?Xp&kwZ(L
zg4t1ufYw(S7NcZp?oP_y!6Zbr7$!n!q=afo*uK&n3f4p=<q)U?o;yyX?LGG>E`F6@
z4ut=6d_YDD&8mF*7H(|&?9CqT$7IFC@3FhpF8l90jUUt_9vOsT{9>*Pm|tOC`Wa0y
z3ilUR<KVkNw*1Op7w$pDR6Q6pa{1Gba9o86&+H?N(`TTme#&&Rdhp1L3s;hVHeW{$
z4-HLbj(@6rv%=5Mg*-P_t)wQSroimBGco;lz~s^B+bpBRw<(;wnS87%pLewn_Vo@P
z3W@$Pe4nZHtx|ECb7&>VQ}!F_f-Wk%0-<FBE9f41Q7TKmELLx9l_lh6mutup|4+B$
zj~|PA6;87tEg<2$b8vL@==jHSl`6*u{;6s2n`Rfpoge_n1%rgg<qnG(>|G!sj@6#4
z#*k5Q41OE$CB_=lEa_wOpGxlUX;MOe<LcAE6$n_Ec<my}(=HMSp9JbDXDP77C63iM
zcuvbkOV2$heIrs`EC`Sc3H?_Q2}hojfU4GETSr!=6Vw;&oNN**c^OK9CFC%747*cc
z*~iccms`hBCpJp<&@qzWg=icZY}8Q(JzEZc5e!ekWD_~_@UYxVPE7`6#0mK2y#l(I
z&<oIlU=ce(X#<cA0eXu7eTZTj1ctm^wNw^kS#>%pG1)M1gBU?J%;xDmYa_WRgfxR7
zyDl?t2|mMvCBq}pLLHG?^G2oR;7iMvmNr+17I%-%%!dy*Qxa=slvu#KGZkafPi2aJ
z+*W_WR#?Qmr|A@8e3+A()Df)r2g9WkkHw4`rTApadgb2qEu9z!>ZDVOI<t!U(!O<N
zeCyEwY|r9lRUrV%Norn8t(Cb&EC`+h0p-XN8<>V9A}*vlBA1x=R$Fq(WK#U6@2G_D
z$lH+BuU6AD?qyJV+XV<u$OC>;DG(}BBU3?v`(ubB`fYq0*BmH!Ydq&@B|=xj8UW4Q
zwx`KfJ;>D+tAi#*$VuZIyegz&w`AKyL&1uB&CjFiyw&1|6m$6>#VI}dkiSGL!Hn67
z*jGVmO^~qakdv(4t=UO65cNG+Td>OJjwUCl&4#o(*ANe7Dg_eYG1g=%pv*!k=G^J^
z=A$mT$+$oAw}9jH07=?g?T`}IK%)eu$Jk>8o9olL$RmT(i}1X546^JvUig@@cF_2*
zuK~&9|LkZrYb7p+NJYkP-8;dtxmn2*`<9G$Ebs2mlzZ)1Wu065Z#Q2_3G`SKe2-K_
zhvRV@zF9C*bG!a@Fs9038J<a;6xXLw4OY8wZz|wuSy+Fz>TGcjr+)$Y^w|l%OW}?b
z7PtXx`$;r4h#5-@KQI4neUrZP<)$8eeO*%j;I7FLV>Zd=OBp(+?%=6E-!&^8dttu5
zNQDH}KT>y{tUQIf;B9QpnhR>UXQ9BzKvJFL%-g>B(B|Zx!Zj;{PMQLmWpxqmTYGfs
z;%>ttj+&A`kCX2pobH91oBc%9Cd&WN|1p}cvGL@`;dk?R_^)r&<#2g;={W*kD--l#
ztuD$K?q6EzkgIxWXNma;wuR?etB{-;xzW?gKitZ9(W3(DQ3Ca<fKJ+TE?aZD*57K1
zV}0Sqx#bA|-Fu^P<nH+NE#2kJwWUPKWd6IJW<^hv@)MTCpVQKR3l7GJ92*%E15D1u
z6S*;VKk7>@nX2(ah5IiV480?qUJKIrw9rBEbobxPq_JS6h2K0<`3x8DN*C))z20ln
znMo&@Gp9BB>i)HxkJ3@7N{xr|H!XDdArDhMN*O@{D^DM7yXY#jx3r$Bszipj+0y$2
z3y8EP-}sSNec+^h*)#U#?y}(%V(<34@M$$>l}H}UvC5dCU{<-ReNF*C`tclm`|0Us
z-;%zYB)U|d(%ID-pS+@s4K%Gj83%grlBH&T-#**@;MIdnulw!3{)zYwZlSn4*!nSk
zSp@;2-QAsH_dKTV0$kOpN~d_@o8x}C{|+h97x=P5O0297vF4!`n4jKf+d-@_-aYNB
z{<I^YgQ~>|K#CB{c{9J|&bM2?`bsm~yRQGJe&%K=ceFfJat8*BB(B}zgbiJS(4ZTb
zIZ)Y@#wjFEz9733b`Dq{Xh9IrUbGAjsLcXe+^IftpOa-(1*Jh0cMU+eFcSX8s+ad3
zLrZ@@yv-m6o;4F60?~Ry!D3RlNTd9JFk?)V0go3Bli_uvLw_WPEPB~^b<ZYK+n#W1
zq^^Ux*H71-YMh<qzki!BC8|BU?-BIS<|PV!Pw%nEYbQP1Kqq5$9Rusg`UgJ}#HXed
z)6>(pczG%(6fPjg5X`lt#)-dl&!hnF*c_X>!KYdxO6ZiX`<Z|Z)$ns-<|Tn}YVhe$
z>JO75i*e5D&+Pf?fU)Xy4HQx0dM_Y!$>r$J+)gttK!eaK_0#I_t@Bd2KZU=}s^ZjT
z6EoKzc*hwF>nO<)?E4(Gl~{uy58m11B;R=Hj=Nz|SKm)I@vc8@n!R~;`6Dd+aP|{{
za0jf|rdg@-`r!CJ{##7FlFrWrtC92i<ugUY)pvU&Angj-?m9+3PrAsM6|zGDBuVbQ
zRu!14##6W-ZOdzF)EAg4B~+Reata5AuXCs@rRiqS$hBwQ&dc9|mYLcMIr0nbk_$KZ
z?*3yZ{xc5$M}32m>v=cN{%($|=ohr;5599Ku&ec))AZH@u|vJ}9h=whyWub*_lqQ>
zq`Kp;_b~VCK_A>7ZM#|^@GMYO@WX4$T&oyDapcM=_%?}}+~`6M=R>BPfK8-$=PP{3
zw9J1=47aIijHJg9jHw|u0&vGn+FURo=LT_YufVy`2*9ZjSlC&f!`-C2FrR17PmKbG
zv6cxxKgWMzv6b25m#*DN^S4pd+XsAH4985%Rxq^tkik>`0t#?EKi|gQ%pn0_d-*xE
z2Pq_`3#1<cu8-P}7((a3iG2fdb%2uH#VmaSK1?NYhBr>+!d`k56bVUW%cc{-sjoXT
z&ot>wG{c7xgE`)VHitK;(T<VPjzT2ZcskekTdu*k?1M=><B8nUA1_U2u*{~}EyJZr
zsylE`jc7c4?;}R!Gm-PrRkjdJ0g&rdzA~|4udsgo)kuFM@<3Jsc)7aO4*z>qT~F+a
zvu7g>_yi5~APX;JZBhcUcuv*-AgEU*^uT|vnoKUunk=3>{4iOHDgg?7htQlu=7c6<
z{9N5;%N8cF@ZwuQrJqK?c8t#~-xfO1_m1+vb;z>EE2%AjI2Z`>*X&od>VN7sTfNPj
zFHaX&$)tNbp2vwB{&Tke`;mdw;b33aTHfBf5j%${ZF?_zscS2eEzhOGo=Z3yuKam-
z>G{Rz>x=N~3fC;l^2xX>kuT{JXg-3S=@9^gMva{#+l*Yh{7lM`Oj|M9>9?O(uKc+3
z4vTh|Sa=#3;5GZn;B)bL;>P^HE^u93jMdrZZK9?dG5%Ta=wkk}SE8p`oN<A7trj^?
zk?&a`2i!_71@Mc@jf7e8eJBFPevZP+$9~4+5m+iZX*%nZ9HeznOLI_>)T=AX>vuYk
zU-6Su&vA9Ly|%BrT}q*%&-uQ$Ea74sgd<f7V>yt(8ZcS9jJx{%<gnV6!<S+$(#ElI
zB0hRC`3Kwe5()FxH2cPz%>1;CkT4XA@P^CluW3{ruWerlA@s&20~m<EfI(F(%q%ix
z-_R6jbC$^ME7UzOi(b72zOQb|U6#kI3gs8jyGad{JYNo*i-nEpX*cH!sUxm^g@jN;
zZZxukDq$NH8VppNC3(C}gk{u4ItNgiJyYzQpv=+zP*@1;HFYCGy`d`1HWvZ3wzkx;
zlqBi5a3!rXUVh7!|ID3%U#GnxhVh0OM9n91L_vKWEdnWlnL_vk!(ePU1cX1&T0|p%
zjB^ckw)-pkT!gj$_E)Rl?<*vDRAE>ZQFXQm+sF@00(O729@gKZf?(w#d@*eW9HDB`
z?EHJ*^88Zs9&FxE><}{(`+W2BQ!zo>#u|hpPee-w2dZjGYpV3Bs~LL;>@w@WS0&oq
zkg$%+^uQ2<fR)$^Gd4xGAQ+>bRdw8mnQvG}NOLwP_O>Eusi<uXK_w&lE*s(%hy2u7
z0mzl`mIw}%X}|+f16U!gsuhTz3R?^;3t5p=K)z`wFklfmeVk9>LIRdlRMd^1gkiad
z3V|Rx;D|I!@j=0`(ig=s4dZ<2mI0st#WMt*$tpi%vKRyMR>#*;ft_|DnYTnHi9+xS
zK1S~B_U~KD(>&|Iq+=Qg(Xpz8ITm=WI<F}OAR48QtjCI~`*cs?(yv2Fq2V1Nw02Ca
z3?(U=V)pr)9y=@#TLf6rLa3Oqm7inm&34IP26w4O<k(A=NyTdsn1m*zN?@d<q=d^4
zmtyHTmz7ngmHFkxCDDD8Q##^W6DdTH6xwwDD@Pg4|KMKn(@UF6+)KjROh?xvhi)&b
zA3e(7a_vP9KT%dP4X`cPKG<$E64VvOaqDk8$;<qG?fT2hM}KFkE(2gNQYVqGY-R`6
z1_1}fA8^2gMygYQcvRZ{O>v|7{ZGv|)o6^ozp-Po*pc_5;!VEYA%r@l#`CDHlo`+5
z<*pCRs0n6^RC$?s=^d}}N3mI1#`c!)Lee5^UlKk2(>VoUTw%bI-|jO<Oi@cS(0F(a
zRR_%7LQvh**FY4|s^Uao;TmxdIW5ILa<&6BYcY%qO~sDg12Y{%9nl8a5LKYw<Rg&D
z2Vg+Z4`~XyZ3Yi(JOLfj43a?Pq))*iT84nYC(B_9%-)bH#|=xkN@*ad6~>G8wIliX
zDcQGoq2|l*S3O8j;VyJMHJFDxtYil1$Usw#frvq&-?IM&CtzS>YA)`v%8bac;kJn3
zHbkRpZm6?A;%WyH^!Q#jb;#AHn)^}()T%~&xz}m1kX%tNJ5)g^!9h^^*9g8QH8QxS
zBm1-?o6Z(0!S#?OE*B6K1=kqx8p637fEGqIXJf}FI;H_Ga$>xG@+bsrZopgHiu{(t
z{A-(9`coehWr25$F;{i-l(;^?%|`ba`~BO+QDgAe@6_ktsf{0{(84zL1*LOoe$Pu&
z3%WR%AGrH8`JvX)shGxdHT-Ukz@<i{&JBut3=#J=YV!p>ME$=&SA?D?^}{sZyd?G(
zvt@Xn@k$f2K{frSc-4TxtCFwJOTKK<??bgM%C)D<yG2Gc%h5X%)+%%p{4uiBv@G_Z
z5b?-71qB1pV9&l#xymo)Kfq(|kI$y$Y<wx%PHqnX4q;NWvH)xh?Iks{iN#n8O4nFn
zePDkNyG;LeCqREISaQDr2l&~TZ0v_hj@4Ct-&)G?$ux<WsJ}af4P=1X0!{Eav?0)@
zlkF297=%Bdf&%S6J{o+=*oeG<<e51f5>!K`agoOd@mZfJRJC|6H#CAs*jNZa%ak48
zkqIc?cdot2aN|}4imN`Aht^Meainw53VwwKeKNiK2P0QPq3H3FhF*wa{LZHm@8IFZ
z!`lDtw)npnBj9@VzK5Fu|ICQZUHA5&cfOMFMRg?nHe0s{21aO>sZ<WyK5~$nB5p+M
zleg@|Fel=KW^MiXjz24|L8OCq%`kWp7rN?nTk<^;;K^q4S-6sC|9G$cxWa|LafWLh
zs#o;g#I-|7$Bp=vhyb_4+g2}&(tk+EnWf+TkQOK;xQ%GD6w=(%jZ$|!xu<%vT{V!C
zGKVb)CPO5zpmS`SrK&IljS&Eh{0NS%<--D~I29Rt@8QnR0weK6^H^V|)_n5~XCTv;
zyWTd|Dv`S!iYAil?ux-XaEw-Vsqxee5@u^35y`Fo)tcQ;1*bC_`BXEuLMz8<<tOOm
z##T3fl(UPgJ2-F@kBBw2i49EL9P1M6=(^c5AvQcp2NRfRRPKB6BsbcqG)+4d=Ujtx
zj=(wR^+;+jCoQaHZY*U=9bdqT9449+uzwH}fh@y^XS|(u=whJ|b?t1cfMSdZ*Uw-G
zuU-_7e)M$K2R~_HqL$^lI_mWK!{w5BiFeQSE(u=NjQ$&cDesvMU8(@g@6AOa<dP%0
z>p7~cq-l69S9TbcF4iq?kr|YPirgRZFT3@g;k0LD(W0<7?Ps@Dft0C>NLXamuxVg*
z$?9w8H7Ap+z4csqL{6kN8Lv-({yQY&-*jVw=DQp!QHbk7uf6ayvBUuJ{j8!MOoSw<
z*&7H^qV`zZoNgV0vtWY(IuM{KIO8!oAIV|nK-9S@urjo44j%XG*J=(^fkNEkYrVER
zCQq&5AOIXRQL#RoA>QYkq21jMf40-d8?e$;QYpm~u+b!>(Om0qv&Y0|3Z!DYQxJ?z
ze$RI0x_hof3n%<T@tW?3)={veX6KaX5-s}qcnxX~kdbtPRpu9gNO;!RnOX{14>2~n
z3dE7q;BgF^R(AhE@&(lMfc7YBqW!!X^K%1J^{b4Rj5pTbH#Qk!*@MPDlVoaMggaG!
zBIV@OeEL>eUR(I}JwZ(ug??nI_rhKS{lHM;sgA9wR+t{!+{V_5=)R|i$7DrsXWz`=
zXx~g5b2+r)u_Jnn9-uMqiF4jUTEAq$9OtfMCC%uUpsM?!B@Ng+cZ+X=Uz?*g@=vd7
zTY6ZJm9{?k7BnW}!n@CKz@IWtbw06?>L8m|xc*n5@I~0a94}etF?6T%aT6PTj(oE_
zo6;O}P+3H)mCvUi#H8_L-Pxb`d&e#~5Ce13AyiIPKb>jVs=h1-BYjZ(W7Z7Aw5(aT
zI7!g<k8ljMckqkKpSAhthMu)PW*g!N+z%Rhk~Zr_zFfZquA07mQWP7{@;Z1mi{;8r
zLlduI)tz~{-!b^xvgf?ERfAz0&rPbvO}<d<Y)>z69x*|w){q^@LWNydQ`@oUW-T}E
zJ{^Yi*AterR(C4QbF89oNOT1z@|q8nXc(G=rIf1x^O{RqjSi>QlakyDaF~X5u##zB
zk!fBb;EC|M;Ue>R^X6loo5{Q~$>}mbYaFZ+S1fkLYw0Plhvhs^e!n%Ye>+;7Zi#vM
zjFM3QTgcbs{%w+4JRp6QiWKd7({UfFr#sjte4^QU5^+x~w3(xjf(PORgMa%5e^*@*
zgEl}IIi0WohoT=FExc^&czD9!po>jWfq1gSsC1lU)60S9={HuJfLoGWB7$*W;Q%JV
zf(Z9V3T5uJ`1QQydoaJ(MN%OR{ulUfe$-oT4B?b=VVC;Y*Uh#=9Tw~_9Sa0v!Bofa
zOaCFa-#y6TF<o%SlkohWIk-UW^EM(UAm`e{J-0eQii{H&u9DQ`f#?F|%jUB>Kj3(9
zh8T_%irfJB4uci&i@nft+Qx|{*vp3nMRF3^LK4NYiZCE&ilV{+8$LH}CDB0CB>`rO
z%NZSMeZpTV%Kz=|jc>H~qnvc(ob=ypYela;h?m)iR)3|begRAa6zQi3#(FL(K>4M%
z2!Ak0aW5>gt;zAs`?~(z>u~My9&|-v{UgQ^Xr-R4s`|5LXtn==y!>6kagWv+J@=mo
zDvskE!l;LEjcedHxWH;!)4<0F+*gefF?|ZpEc6iz7BMQXkbf${{`PRD`s_U%jWHQ;
zXPh_h13b$#!_mNgkLixg!XJG>Abe@%&EU4e@851}W-+g(dA7}YHQ@J-|5_hEdXGFf
z?s41sxV5b?RK2f$HfOv+NX$zNI$RJeKl3q$uNS2_N@f*_E0|e&=4JccE}OGe-Bx`*
z8fbl5D`sbzD7TYXtko>VdR;-tvP|3Do^0do-1Y6{9uuIVm@kDH!sM!)(n_70sgJA=
zprUu~Vh0w$g_$xG>zd-aOqGGeShNXpwXye-Wqs7bMq~4Yw+%T1ZB{gwQ?!!zh~6{0
zf?C&Xf2i8#V@Hjs4#v`o8G9mtoYf?mHbK>S{qUi{PC>!DzWzB$kODXV0SYX_$j#%^
zJqIh-NiFc*?oq2P<RlJLqWNxZ>)kKgFY(gK%{)kVhFxGOi_MU(6@9AKRQdrH(<$9a
zcVeT2lSZ;us*k{SO@6S!^Z?Yyh68gy>t45?9^!zW8YZxvn=lq_NKXnSLjpKsdm<fd
zE>Vl92E#l!KbI($UAnO%I=CWn=MAkWBvYn^KeykMTlM+;FWOXrFfO^4`!7DLAP&4?
z5o=t+5@CZ}>WI(ycGGKL@bBKbGxOh`3en&a7=XN3W!dLRiYN`^N#gd>;<il<{hL7Z
zckUd3RyouW>>#LayEUk(0MSzO@DdEtsH#QdqfMhBA}gq-!ooVkVAIC$^QJsh6(EIl
z)C(@E79V&qH@@aC;8vCRY*MH?mcm%?O2>b|qdFq`*!uxVUg#V1SD;Sgq+(Yd@<u;;
z?6=wGw2<L#*N3-V9?GhqBHuIFiiH<&iZgy?>)ue87-Q*nZnadrW!umF#^ILs2hgRa
zGQ;&32C$UKhZ2V(?{gv4^i4`8xh62%N}Uqth_PE1>YxyI(3LP2DbFVM7)Qn?YpSq0
zDjbCK+4Z&xgOY3n_0>QgI;oK2eNMMWZ*mY7rw?3$geqoOpP*1$FKc@sVOM*btjSnN
z*f4N;$^HGF^OXp++vc4^xv;x{Kkw?k%cZuq1?e#{p~s?<LI<V0<qX*o9|roT@jvD7
zr1#voeVeO)(dF;Vivy_P0fxH>RsZZSMC>VtMZEhpO-hM<);2%$ygFMn9@G@%6SHz@
z+soV~bch;?xion2ytRJya$5aD@=KqnO=K^!;jT-P<{?yt`HFJQKRmeSo3wJ+jX$cT
zw8D#P8zn00NlCU0QR-2q_pe4?y~oHI-aW{`*($IH6-abs5SZCZ3F8>FrjK9}l_Ir$
zV&OWn6+MO~#lQI+|K^RI4Q+$d_mR<;6%A0m?W1izJ$k8+=4)(=-!JZthWmXF<xs|2
zT2kFSzVOjGJKyO2&nHgBxzc(=32cKV88yFe?HIVN4O<`XT8toIGQXYjeMfb+3NkMj
zgoel|O`&~$oss-zt4qjb&(4J-UdL~*j?Iq94jYVHJRW$T_V^>~6Bt`6FJB7FVph?i
z?!HMLG3TgJe7c?C$uj)?U8gL?A7WN3RxlNM0sW1vt)1kxm3P|<8S6i^9(TQC_r$6Y
z%(yZw6EidMH_cLT5-rVw9n*raT>?a9H3qErYA!uO_}XK~KQO8C<mCFEq4@dM#nAM{
z(5DGd5e(v}VTtCy6A!h8zkd#$LRJBkS8^jVOze-E8H0LcIwb6cYArhiq8`@t#EJ@k
z1qi0)z=N$Ypk^tccF&NCigJNuJr4)aI8`KdXr6TfX22092K?b!o=Up#(gsGvy&cHD
zd4h|a>nfNN1E>TL^+cm$Nc08o$oY$5{snRLg?KmHtZ=r-E_VxB$p0}L$TgAyUyKH%
zr**)ZUc;`SLSDxt)SgZ!&w3f#4gQ0f1BFO{4AhODyKBD^kyd-+;uqio(g&L(I*=_#
z*V<p|$L?rruj=cEg)}hFZ0bcd(h?pva7-bMX}^in7<0(CRLUDXf`4<38z|QV`?TW@
z^3}JyVy^UR&zPhGK{_iU%T~ipNOlHLZiRbI-UTw=^wD)va|r;mXB$7~*Fin+H@3?v
z?7REuoo^}x#K6se@|1BKzRs{hp!QmZ7kQ69-TAhJ4Uwi3$^A};QfTq?-Fl$U>j*M}
z1=4HmZ)NoQGL8fC+b_g7ypC8$f2ZujwZ;kupND{spqb$}9xhD@IRgv8W~XqHc$`Vh
z3ATYo2HL`B2@2qH#n@DBh3AZ}_?BNlD&85;0olSpA$xxjOG_3ne{MRREgQ6Bn0!4c
zgp3ltIdBI!X=W$xkX%2=m*hGTcc_AL|4-H^2%wkJdtT2y?+C-{L%gg{@V)?3v)w|T
z%^cH&&C8Xp+!^Xo)rqB~F5NL&sQ);zKe?t<pEeFA5i}#<mI_{6OVFQLX$^bZPYO=&
z%;VneJiU9q{pc~dSoVy(2c%8y!;7w?|NDTDFHqc*fhGo}Ih+HWvPo3H_~Se4>kfvk
ztmx2wr&3Z%hvN+TQvut%zx98jPZqntzDYB`gSMvIv2egBc)Gn{VgN$zOSxM4AMa}K
zOg$yZd_bn3Pq(rm6}%S%G~2ECW{Hb&M_(#Zi4$*!3Zxop0_~enF@InLHIO(^iWu8Y
zh#s&QL@5Y*2jNpQ4KVMKuRz2K;91+NS(9m5BI$lmpX4w<3>dk%hb5`;5<-!^ZwnrY
zI}dj`mHU>r<v&=6?&MtJuD>}4E_chRcgyS&24_I)x)|a2QY!_*(GIUK?lm^wYU;f^
z+<IfIQ+dGS`{<0upOLQF(WZWlbqC4aa@I4`H!v&h#4goMH~z=kt=w-+1uty~y}iI7
zicl|zwM4miX}Npqyz<fUoJpE5mFyi6o$kFmG<|il`Bs1TA1!|IdkkSec|g>FD3So>
z&U*dd#`LbQ@~XiIU*Yz}e}|f2Xd7-v@6F6RzW$3XIkm%rFy`>f?*)>Y4g|GO6L`|F
zn!l)Hlw3lFA3~hPNQN0<b`f00%4{dh(|13;LtFlF0yV8itz1x^(D`#w3H9Z*y&f43
zGY9dqK3nZh#dgoSn`f%t%yJ+J5Ta!y>FtNOsL4s^EVvVKv~C8jx4vTaw4D?koi$T^
zkSzR@wAJ|?SfSRfcAgTu7m|^`{nv&@!u8!Gf&q3eu;$h7(1zD>Q6Cy8w1-884;50+
zFHQrsQy%jR(K1<xeVOBg==L0hGB%`2g?_%7;oZ)&K3eAh>rFi2i9@1V$D{+a898UM
zgH=*_&@=y*{RH6lvzbFY$*T%w@7((Nf*7tl9*Mky(Hn{&V0r(E=@Aer65*7(f&fT~
zEz^*CWE<BgPmfdm{dOy>bbsFK^Q^7uDgy|>^L~QMN*_D^w6K6wRA#2$r2&|MvjX3f
z&KEZ1@J6KdN^+Sd8ofQB-_Jwp{2GKzxqP<0I8X`Q0l;)%?i>Goe&pES<<7Zm)pJyy
zfLV2spPH%C-+}uyA%_z&jz0?>uZy=XMyEEBx@yz+(hHk@z26M0df!1vL0A-bnfxFa
z*8KK&nOt6<oBK7=*ErhO_xihJC-{l@*VwCx#&|c8p>pl>2Uj!Sz`Rv%fnq=mlPf=%
zUsHmivS(=@>+kD3#C$($1O5uC_E?)f=!hxF=*}*5Su400=kfJlF=qDa1e5Z=2&-UX
zBa>?`lUwB>_#SJ`A!Ces)imR5`9<{H2VR%oOIHLknJ%^fzJz!6ZT}X)=oTKu!W$e{
z&JB9p-f8~63MYOFgE!ji{|f&Zt4;TAtIby^R2qLvbkp+S1KKw}u&fv=OGK~rxpCuH
zs*ad@+%%e}N8G=2yS6bMKsW_SU3cmN1{`ea<wq%=(qv}hxAW#8Lc{5oFmM&2J{+SJ
zju}e;^j?i(cAcrD=28wK_%CzP+AvW?;cIu2Xtx1O&NZ#hCArQet7I|7qgQmH^vS55
z|F&IylQ`DypWt_s`3+a0J5yS2=ADjJNfwnU4x<$Jf?w`#FUXEBwu}C5@_sQ>`f{1~
z%ZuJGo!+e%IcQ5-3DC>@FGOp?)F}m~vjh=0z~-Hb*{vow(g;e|(oDTaz^I%rhRwnK
zh-$%UiVZ=r7!^T)8~h&ZewDiMoF>cC=I`WOk;k&2bQsm8LW)fp3s;LUh*;dKTi!b&
zbp6}Q>tsENz9MpD^p#v6?`8?cWw@d@A7mfu82a3%Ji#&IJ#Daj3dqfH(NeBz2AN_G
z*$;|?$DBhQu>*!vulQU=Fp#(Ypnz0B3yI~AKG=(CgD_T`q^l-oO93mC){#+O!TYar
z;!Pwqx?`yPGMxH=%s+s<W01l5xeq!jP0D5?sQDR~ff#(6*1`ee;*=i3jkQ^ab1z&*
zYel;1#kk&&a@CD<)qdluAB!T=kks_^?gRIcn&qiAnl8eM5zyzUG)wIrC)to`|C7n^
ze7&w@{-mM}nI4W=Ed(NTaS_o<vHxHBE^Wh$p8dB-H4qqXQ$mQqTSl4jt}T=CyVFYX
z@dDGQTo8~sLLLs^s8#B^s4ffv9Ygg$o`8q;aGcCLe!B$b6P&{lwc;zJ(x}>rO*(;w
zh?}1F)u`cvZ`a(K^7kt6;@Fq-@wS4m)|Gy8DEYZ!tG`1msvF`}aG3DXtzd*ZjVV1=
zP&WPZvvS@#U|jv#+AHtQ&bRY2)%VK2(t4Ft@7sLbuleOayXgP3#sAJSoQLiDqzvW4
zWbv(~YYdPUv4&9Zd3r0ImbgZwJ2jvyiBX$sNs24x`c9+sZ|Kf8+lj-It@8kk5_IWO
zT_FP-y4aqd*2ZyV4$0dAR+COthlq!aooE8&)yVAG(bU}OM@-d=cRoWAY>;;XkXq+w
ze4Pn2XM#4N;)@u)6!OIqGBk!VEC|gJEPNYFrh+xGj&~sE=0ahSnt+KW%r4BJCFo+9
zH|eiNwJR^CS010L+w>@{MI87wRW2VInmK^aq7f_@w##s75w0T;(>A9GqUE3a4-!gZ
zfjHq{tlfFfT6)Y~)Ay5ZblhEqC}E{dBg>Ko+4s93=e02%MlPvz|NQ`9J7N)*3?n#2
zF8qyr@uG#D0Wgh-M(PR-t3%{fxqXbeZ`;`L@!a5Gxs;<hN-H~`Ae+Jh=*(V2SgQ0N
zjEm=RL0YQhE?j2Y@H=@L^YBG5e@LV?FH12jkB9oYEksb}02@Abb(HZYEx#!w@pXRW
z1O5U|Rf(_(ejy;7F$Bi?C|-G*mE&)#;Nebgf&4|)6aGTxklt393^o6r>rAf8M6L@c
zOr_<@XH=o|n_9~lzY%`cpXN#2Z#WSk7RaBFx&PRod#siqe5SBZKg(~s=;_jyqK^U(
zA|Ur*fE=__ARh!!C|DF1yMs_FEsucV=4TUFoB^yBBA{aXlWo$u)rY$z!<>=UCjadi
z@qRX<LKP))wW1Ib!Uj=>H2<}*UAqR*L%|sLL{{wBwGZ+Sz8uvaH5RvOf7T75hX6_f
zCp7G3V*!I4?obj&f(XL`FVR{0{JBkl9*8-ozdW-Y{6u?1eQ6suTKhWugAcdfzd{Gb
z2<JHkjj`hG*Q1!i-6kjsvHBVIW3jX>eDmx1wc1AaYc^%Pc*bT<<ja$C%-G2k12Xiv
zPv#1;9|^lH9se~FCdSRkTMaE11b(ZLjLvI|7!&dL+tdg^F1$o;G*mxne4tu#tr!8S
zH^>$r&_U6w#v}{Uld&2$ir3JaSKhYQVQ24+va(SSiLM-PepE(ERz`mDE5I6<PMD63
zJ(*M(m#-eL_8SZ6NPln1N0#Mll4|IdYB2hGNEoiF{$^46V!D#nPfnd!lSkLhurLx^
zjXxg|{q&<6_gXuTPAnfR9uIx2yH%LJDUO_Yf-d~&>7=>Uqq5MMGdd)gk*`ssAA6t!
zeZ@0AQ(F1QwYaG8yHNfO;c9`aHHd3M!U70!^^D7NX*mz`z8jp)eL$TwiVx{$elc7u
z__O~DO%!nhV+V*UFO2V!>&(!~mz5tBE`1SuaaZaiOC;!S6oTEu^IqXozOAeA2Yd9#
z2aF#&LzJEaYwWf<;#KYO+kY0XyJRyno%HoT=q#`BtI+}}v+cmVExi>&dxH9u<&Q1l
zbVOf38~g@@zu$jH5y3GHD%CCA6crFP+YLrglM!DJ>%1uR5a4(cAGnQDRQ|7q<8W?)
zUL!Y}yj#q_fAonAj)VUtnNdP9))A=?^(1N9(En!qyNt-iwJHomgr0ekoWnz=;sA8K
z##AhZf^)cm2~&FBH;unTzU2}O6C1iBFYpDe0CHs0|0L0Xv#>%jObj6xU|RnJGHM**
z_)YqwfcldwAx*dobo>TXERpBtz``Opg_M<{02C23^<Y#>SmiUAhUzO{Ll>a*%I(2Z
zHz(53FlY`p^WKkVO((`RI=VsgmO2Rk?b~iO^*I*a^@3w8|7JtwZPO91yce;<-Ys-5
z_37aqk<%Gzzw$-4to@JFAI+4cHoX9npF=PmI7~`m&&R@!Wl31OSSbvJ0!ocRx!02a
zJDz_1=u|R#r>S;ho!)+fK}wq9Uj1j!+@v@4=~iL&gjrBI%~#bTZ{uegbn*fPh!BYS
zg5+Z=4+n>CHX6yXw;|GcEwCtr0aYW=!L3F|K^!1!ODjzvi_Mv?GbBQ3-4?zzF^*Fs
zQb`dxd^%NhiT)jsir&BFB0zoP0`=e?bp=iDSe@JeH7yDhQm&FsK@p$<9Y_)~0$vw7
z$R%i@I7Zp_+c`cuI=80u!3P(kbFx&Gbz&|cA!PijD-5_UQA^MOOn@zAN1s<6?YnmY
z0h$4Yooq2O%yjSlUN}R*(a16iRG9e!k~F)fhLQI=xdkjsNDTWS8IuV-8UHg@AnvL*
zfN2T3GGmpC=Y&roC<Oj1=-t6BXWt#`lh(ay;m6y`{tFBFZZks*xcb`2K5!Tw@XOR5
zlQQD7{v6_s?#wux;4_}2_%{OTcazzGbTIw=O+xeJo#ojo<+Juyqn~|x=c^~=9UdMu
zx@yH<f8k5p-adza`~Faz?L%crd$<#vRq#kCVkbv3!YTp76~}ZrhJK1AXOb^(n;E$I
zBdoYcq557I{DLdz;KO_7m_0yOUc3x^d`TQBB2>l(Uyh0l&y1Y{#ktTT56?JG&lZXP
z4rd}VwHz<FBtH`#ye;bk>&J6_eDe9Xc0qRq0$7(89>@NPr92k5a{gNR#q<Tgp;l$b
z)p&n?+X+AiCVDTP7|FNKp|pI=b+6nm+Fa=G10n3COZ<-?+uXjL_~hlMt%|lWw^;8n
z?j6VEs$Txq&KtdUPa?h>Rp7MilCKEDG6DOH7{@QVeW(*$rxB1w-b&DKgiNtqk$=y1
zH<g=)x&-=-Ux8@t+Qn~xBgqCCLYKerbm-1xWrQ(oc1FVW<JIh1Or3h<-d-vbmb7<!
zy;&DC7W#4bDT=38JF`bWGbCI@=cA~e(!;ktrLyP7FDAaS3US;uOZTji-E#47BX$*5
zr%r{RlEiykySMD(j~_Q91Fw+rV}zgme1So`C%?5Fkaf496v98@pX9Bt&K;EF#q#>;
zYB5;kmFVN7l|=pI737oDdf%Y!ci+q4R?5D<_#VxDS=xo|)_3rJL1E>ONDnu1OFo0J
zaz+*^8?jw-Ju?0}&)FPxgqg}sodzTfE$6k`@4##uUF(%Zq6uyRm%W3}y)A2x1jr<J
zpZS-IJWD^k*f4ZV@^^OI{FBBn>LGyf@;}dj!G1IKe_9p>8OVQT2QDn2_Vl`;SLZ=o
zOiR|MQniM)!KL)h$xVxH4)NquQld#eFS&Is6sc6b(=HQ$eiaBE3r+Z_gjBBH$<IHg
zkTx5wGLei&g!S-G^_gicfXKBO8H$nnLjlVyOd(1C8p+Ay&b!+&Yv;{JN$;k0+vTr7
z%WrMIe5pcdHZW2mskyz>b?|=l#LnO7#eIv1s7Gkm%h#-)=dFAZ%4^qX#nIxN&%I~p
ztv>!vjxI|J4K2%<zCHOPWw(5!Ycv86Ci}i4<g-1N)E)JI0~$~jYKF3E10ofx`|L%C
zQ6lcp`RB1&`_uYTVrv|iP%zQz@Y-w~o?|r(ejt58G1xxPz=8T_t+Xq#vYwoF`XFxZ
zE?`LYqw7`s7Up{6UAX<}C7n8{Yw!xiqgct!fT?Wic@(g~kZU=~23F7bbY^8K9wfH0
z;QrtGXsp6pv`&wSCzRNQT&uY<>aNYoa6`Fn%z{0>>P)e2)Z)YLt9Fx3IO7u3(dv%X
zKWWU63r8r2qnr5;>rzh}z<#cr+-cWSL}cK*LrJ}JP7mL-Rn4h<w9X_xtnis&P2X0^
z#DOZ7CaRoZiQw*AWU3Q>|IStT%_QEN$viSY6&x&4lu!Xm6lSn|ZtqLM#FdMO-@nG*
zxtZqn{FY_^kNWpk3MQsO6`wux3SCMI7Y$wv*8L3`{9BvzH$B77?2p|P@^b=4Bu26?
zwx^fzzV^sfp|78wozKBlf!9)vwbaXm{A&rl^#h$GZ$7afxU9JL>EvZAzZ1HevjmL0
z5vU1S)%BISiIxM#gKW61A_sXVrGg0C1M}o?ox<I3cu|Urs6)IU%Kw3f&$bYZOibN?
zc&}RnAYi~Buqsttkg(r$95B9{fX{i=xPk5*I!v^Nu(8N#7Z(9aO~sVQYKp0tgnRzL
zoD;8^^98E{oL%N0i+1}4PM_xjd}*lFZ6a{XR%6M4%6|dZG!QHxiwyfj1RfMu<9?7V
zk^q#OVG7>R|A=M&{t3@1f{ApAiMItPt#dUnNloLauRZm$)q$Px;mYUD+IWn}zcU>7
z9`v2}k`dE~_OFy2;4L{!ZU9Wuz!@&Db*uL^W#IKohbyG!zt(4aMa)41l?}UUciN$M
z!uN1e)5wEF4A%~tn*+9hfGGvT0K%qVf4Qh{q_OWq<MxI^K+(amgzHYm#<tSGaZG8D
zb&a=UuK#n)`RaD6lEU{RUlSfDQ3Z38n-&i}ON&=s9^+j+$*l$H#JL`S-HBS?y;=#6
znOim<Pe{3HBn|*5J;7F7BLg%vP)c0F83E{+#2*KeX;0yRX+9!1_-sp&o$sXdy3T(G
z!7>Nz^dTo531O^~!j2++KLtY?Mq&xgE2P<8a@O?0%{&SNrjc??kwNm*iw|&pf*u2h
z#uXf;Z`|egxaRIcS`a%gCqUG-G~0K|<K;<!MDPNTols?aZ;&nWL_3LH521xJZTWF=
z*%t7>&oHBwZDwH6eq}z8^*ES@{nO$Y)NNy!IzmDPar+_c5|ALM7--nWP2I>JR$Lyb
zXvfk>1F?Ak&_ewD)Fn1L2B6rU>{7^Dsx%9hpZo8CE)6qk1SX51@wx$6PylN`_6!BM
z|Exg*?(uRL@F3MO?!0GOG;My4rV+01SsN;bSsM9UAhA8t_9=)kd#%rSdRv3fC_43Z
zszf?^fL3}<JLr~@NCn}i3PUhpH6r;+F!5o3B{`_6ZH!^8vp#R!(#G<27l*|5T*pI1
z((XZSsivrp3q8(7gxnhxGL(&Cx%;<)nwDP$A{I_i7gWE+)EXR;@JQ>q9c#Sd8_klI
zPg<Ln2%mn=-z!m5Uh1yn>_9g<AR#aSC5n0KP0WYUN6ID2uzrVz!V1|{7uoqIE?u99
z$l>A_z*(~}H9;CA0Kh6SL*uhBOe6$2v;T9wBmgS5LOWJ*=tUyf_f2?O3pJ?e0}-4L
z^psWfAc5t~e%YqiLkXyKkLo2g3mzj^M?h)}#tYW3soS%8W4;%VYMDmlR?~Ro+_K4F
zHQJVm4VyXaA8KBBkuUou_sOAR(<nQVE33opRZYKpoApqc#_?U5;z5p?m7&2E)w;c*
zYm{`W3-umhTmQ(7pP8Eo*?v{L$|uV}gLbDHG>cX@-`Gd&EdXNx<jZXYENOUJ=cjdx
zHKUIqSN>+J@dZE+TtOg%NtU^QxQ$^QqatLeP|{*9RPuShi*@~NacOyRd8Ma&sfXwE
z`n>B39xrn2estu1tX7Tvp5N7Kv9!6lvN*T$Jm06BflwU1=Y5|cF<Iza+P<LA=$E+4
z72a*}kKAFHf(zJ`39}pHRz9x+#!Kqxfsi?P0kY&faoBybGbiqyT85Fr6X>CAT;=1P
zLeX`RzQX<oBHB?M@$?<^CJrEC-p2biC;tfg&Bk}F;@VgHk4%=G0{6<%wDON~`rw`a
zti%4e-Hw_H`h!9wyb6JJv40V`k2T|p0s(+Cmz4keWRtLbhm@WHYCPZEc9B=RIBKe#
z4|46XpW|gLA-U7I2YGVkJoN1u_%S&c#YN9FW7h!4go9NI%xJ@qX&5R>_Wl9=fgwoz
zJr|aWnB5M2@Jk6Kn0Z=E2J19J^2y+3cwpeCP9SMStq|G;A9h5~<q$bnF=Jy$kUfOV
zpKykgSO>%_iE24}IK_<HNEH*V=LG00<<B?8KFiC89U@f}fV9I-oasb+<G0o9E|D1e
z*6;VI#SC^-n4oPJ6pbU;0<8B?CVY94(2=BY$1X>5xH4+J6k)`W!%u<fkaK{FSYwm!
zUjU-6W{Nms(rn=876?hpRZaWUY;K$2?ou)vB@lU1(ASbu^m%N1af}ZZ`QA?ivN@-v
zsmh)LQvRl_Sa40<gyZv92my>1QIl0J2rjrd&jFh_O3CJnY0!$l+;^WxN=L~c$-9bG
zP?|o^DLQW>VSa5QS9Be~#5x3lc4V)Z5P`_T&b^*z9PA>I3y;Qyzj?`FgG1)9Ar0z`
zp_ml6>%WH|`+q4*#g*WI=EX4hsunn0G|~yH^6H=DP;gAdh%#0MxZ`gpLt!iumA=+I
zba~dl6syY)zhWyK=qB;-%q!c0HlH_I2VIq^7wl}IiZB)}PC)nNGTh2dB5YcBmxcEB
zGb42Sw?7A~DE5!hRP^t-ps}=|`K88DH|FvUal~smED*5O=Ll_w&T1&MxC4L~5mz#^
zvt>iZBLM8}`~W}-5imC3-!GPA>v@peE={6-Cv}8XB9RYJQ7XWp!A#l)l~R0VRMAjD
zkNJijeZG_C&QOe^_bNpXP9FLwNPzy#Nb@`Au^dBh_H*XXny33a?*g8r$z*+i3)zS6
zl#p@9CfCvK&+wsX$;!3fOP|_*qF=3?Y8H~H$auCrXeBa$eDOU1{be5k2@J@<E>iQf
z1BgP{Uiddt=idq|g`J9WH9%7WcbE6VkrvAPlhq4IWY8ieJ`Us6-<R*>BT@OU@86}Y
z>z&F;?_S9%G510PSex3}n%WjvHW4hp7n&k$Rq1l6&zj5s<g6E2KWdjJ4QP>3W<MVS
z62c_lp@5?vSZY%Nc0SyLa{cg$N}a7In>$Ym_B!_;+52}7v0HX}_N(j1%Y6)p!997O
zrd=g24^I!t;GyB!l0B*r1G@d5Xv3Yq{xy_Hj;j6q#F|f$<p#q(lz#Ww%p$zv<mHW1
zFjKjTskMMcLAiHItasQC-OoRChaabLDNM?p{dg01)H%sxn87PEo$h5<6iy${>ZTt=
z8+PZBN-+#Oa4Ne&ng|)Ou&Jpln8Q{P@Sh8&MQ=P?^9Z=fdSrifyIXH2S#3Nm;}>|D
zU&cm45G||Z>gyzN{q|cPrMK+2-m<^h)QjWRjpNpS!>u115h9mxS>FOS{zlW2^_nM}
z@IGt&lCUo4HD0L)nRrp1R2w{q+5+Z?H7)4={rBmwzYl!^0($qG=_u}V<*jSJMOoDW
z8}mvtlm=4sED*L<b@Xr2gzOnzt}<mxdS!=~dG3!N+Th%=_(RxT+V|z`NB?p^-B$Em
zUmzM~^<>ply6+kB(@~?!q_-{Qt{JQJ{3S(K_Lq>sbGR~`KZPdmnKUUl526KBHSR%o
za)_uMxE%UKMx!}hVUG^V4#?mDjQJ+i-am+Z;#^C@H<cg-yo_ooz=x^Vn~cA+B8(2&
z?)dJ|i6prgQQTDs&@#Y!6U1>2U5O{n^AN$SKyiBvrGHVnw_fho!cwS0=Hx$Lhr;Az
zWV!>{ru5UU^^@kz(TKt2Q;S${g>~oGPTv*2i9ZqVy7D0UA=w}?&Ejpw!<59-4E8Km
zUY097T<bfyJ+Pav$#})f>x@Xbv9SrW@iFrW(<i1+9u$5xjL#I={qX9Y-2=-|6*4Mh
zf{Nkd2f)n-6GL3kD}lMyfZUFZRZqH!`<5-|3H@fb1Ld2Ai1zx=bvP|!&#XRTqyx+w
zGcij4Bk8)Mss8^z*X3R#_u4b}qKuG{Z0@~Agp86AnUz_{p4YYRwX!NSjHsx{EXv+l
zDKfM7%C#@9dw=iG_xGoB?&Tcs@p?WVbCnJ7bu2)>Em2J<xOA7ZD-INv6RpY5XEBT_
zb<`IW)XLsp*`tqd)T?&r`QwL}KdrYAS5HR|V9UrBf6e)%&6l#*vf<D@Q`g9f8&=na
z)}0*|d+m=Z0Gfx7TT;qWI@`}F^IKn=CjuCxU8rqLfLfeBMq0Ng<Nj_yHQM^UjQ7$K
zEXT+sXY{VZ=ip_#9m(1cl8xMVDmZP!L`$5mHn?B?etgYj=ztt=6c^yvan;r6qsh}}
z2q`H|JInf}PmZ6Yy^E!TTx|{yEBgj2_n-fMdXmwe*sAgm@%t7X`y67P+*%l+E%FpV
zQ0hT|=OY$jaVH4H?eJPX?i7y>+D6A<n+=%%8)c#p#%Dkh(;y}y_!vmcDu3ippUyDG
zkeKu`zI7)C$OzSUyg-6{=-Y|O6TOP!U04Kx3LamxyA1#ilDvwb7<zT-%|8I3>n{}L
zS}4hT$21iPGA29^>u`Sh-i)@uU{`((3&d+hAu2(@A8I5E>-O&G_y#*B@I~goC%Z*l
zAUE5e0zKw0+yDrS6Y<A*2_`Rg29sX}9F4;E+lY*y#iD<GHx|xd-}_DwOoz|8{z=KI
znVI*UBE)L3#h*2%gHcqU62Jt*`d=Ty;D850Ei1@8xlQ&OWq>m0h`8pWQS<(EO;c0D
zH04M`b>yu5U)f~a>r`04^u(V4KdaGo$I%}2&x7*~Rwto6p<f(UCnCSNbR~Sjxyb0?
z1%kFq1<sdE4>{B|6_R~i)_%RnSa{p<em8O89Z#RwqC;}G4Ycpok?BjT3qQY$_qmYb
zT>f4>B}oM`j(!y@9TU^h`s<AQk6NhiIY9t)`@?yFp`x>I>A&XaDAIX$M)!R9_@-9p
zWnO3NztqQ(Sz5!g)1Uvf#&4e>>U3OW!DL54+>ZAKVvra`6?CV>)uoaDBGgW01BSv1
z*RZvDVYeL|9NTQssfc_e<^Gw@{M8Lz011l)QW2cOa*iQ5v~|1eopxbQXzbd{K5cj;
zFpvu+1=FR;;oz^(X;^DS3<3V&UbzU=9#SyFe-`7;1K8dr*%Q2Uk+EyMSAPF5;2~DG
z`{@PkJYvZW>DUS}=X1C;;uFGPVa8zLP2mk`-EODr-NFg~JLC*vf)9;AY;b6zijQm@
zG*&)?#^q{kq%nioePXgNvlH)gTnOKTUrz`%K*$#wQ|?3Gf&|+@X|;)Kyv|q&sAwz_
z)B<8{`7L^|0*J>N;E{^_I-8T158Zj#aBdtSUmrQOJjss!#mhMe)n<#Ac%fH>e9=DE
zBcQj-kZu)|i*}R%=rvtrdoGu=jjAa8qI0Tqg?>SI19~x67KHQZ9iM;R(82XXyO_T9
z;=?4rUG5d#bUzJdD>ws`P4sahx2j&k7kSVe@3#)&;3Oa?OUvvY0$DkluxShh_qP(c
zhL9{yO!4g#NzmA5#?C(&0VJ9YDtQ~gaAuKL`66*0n9N<srD(Y$*vQLKEiY~47orGs
z;rX&dKFY!C0Ls?0$A^>ibhI8FBO)m+oBVy}JDLbsxmT_vkh;SuzJK6Fnd+6}8tmXH
z<blv^h|nEcHkbS^$~Uhus^jC%+cWAdXEDQu(lr?drEDdfq?XQ%=sl8UeY=f{r0jFT
z8lt~tOvDM!oX5j6<Kgb)>hA9C&PWdowr;WIu@TM35k|x4$vb1?wrY>60v}iS`d01u
ze9fv;3szGPeduSQq9S=-@F{DcVVHn7MCw^p%D|LT&relRWAo>q9?B&0dv%XZ+V~VT
zd4*bW5!?3BOBLt2hN<PR4^aD~f-^R#D`Vl0ttJ!hZe5Al$~=>Sd|&T;Ar)xBRn1fM
z=YIS1PW-Z-n}QDcHysfK3HjD!6`!~O`6>O(>PwS`RcYVQ3Fj)A37CnQ6eB|@jdhni
z{C~b9-75*d5*~p@W*mS)D{w%*eXe!Tw8aPJ1DH<g+}VO+*?>H;?qMQKA*V_FffIlm
zm!(TpGm#+Nb&`?9qGgCsD{K)l{7;C$@ZM5G;};c8!7(A~F-W(h2-!q7RPgWrNKow`
z<QUiikOTr*$C?R1!DOB2Sw!{q$ccOFSg64P3~)Ri0qWH|GHtMl=;o^wVcl&6RAab3
ze-8%%svR2O&(gEgaqb1QOLMd5zE#RS<crmjh^3>SXi+3Px|hFT*Tsd)#lLfO3*M(-
ztOP*Bs4tLsz%gGe3=$UnlnQ;6%tZUZEs@oQ@gW#bVDwH&@-ij-Ge}-DPTVq#k0xxG
zBy_Qw>Dq>K7U{a&gO*jP>00p>Umh)qLKt3cd`pDgnfZWj`Ua=I^SR;a?`Wm%hV|Gt
z3v6}6^fYGl>2RrX-2Q)GyDbUt0%S=s0pk8*D2RgN0Nxhn36i|3z~Fs@5#V`UH<$*h
zDEOrQx6BW@veZ6Y4zdt6#thr7>4M3C@x=-rZru5sAM|U6<uFQ(U<+r9NJ$kvTSWZZ
zbOWkTlAD7q0i78KA*)*>4I3N++k+i-z<#nQYF1_5*I&4z&Yw3$3&Jr0881J#+(L8d
zndaZpy3n_O)&EWv*mO#!KmA^E41h}}$XYCk()b#sum}5&Rl<<wR`m7f5Rq{$+<@03
zNE}9)+ZP4|SHfPVLg3)R735+Y!h|i7wBQcx48dEQ?LaMjRo8SZ)_RsQx2V2|7~lmu
zxO;hkrtc<sYRmdOL|GO~BK?7RJ5X0y&o$Ma4zG*zM(zj#M7R8Z3aoW3X+KUJ74nbu
z7%%Q!9~8Fs+IDpMPQ&iV`u*Im-u4gb_75+;KyXJP?3)59FlKRVz@y!+E09J%Kw>@B
z@b#<m|GXi6DD!NsbUrNdVyL$>$=Yt!+OFHpt6L&)zO9SBHK=d{sTS;d5ABfsMZ7()
z2LTEnUj!OAnR*cXH4N1J;#)2gz(UF&k0>v7TDSll9c?hJ`yP4h*gS2NW@K8JSV(Al
zSZzn`_iNwO@T%U-)62Z8tNDKAqhsC&Gad_`E^7}T7L-5jmeI}4kWtuiQP@$|(49#W
zc8>jz;5R0>aXXAqXJuQFED0taZ1>#hK{#%Lnde72&yPNy9}NUHR!fyC0>3b_240`s
z9J>3(iRl{dZ=toM)ZWeq;w>}!*e2zh8=qsNX>e}CCx8@CpYTpxq#Px7PfiOY1CKff
zXLVWIap9wZF&6Ued>>l4_S+eM%OyUeFzBM*Ik9W3V!ABtcoz?bN-3>y3E^-RdFKoA
z&OtX9gAIqLtFzDed?5<+tPeWR_av%koJXZ|pmJXNNXt51a_IJtB>P8#INM7yo>ncb
z@qDOU-gx|3iKi9yckN>cpcDHEOFh>R%1v=v-`aSO`lcGReK_xGYDd|)H41M*{iVg#
zo@CitX?+hluKHt?H&wg8)-&Jm_Sm$nKO+48;lH<j2pIsr<%1Jac}%dCJ}1-jYo<J=
z=0H%y`Sy+l#LpX8MP>RiA|>uekUV``ESg3e+9nGW*a0~VnTP?t|7^~{owwO;>nctO
zKkR-f9ZL0C3=n|>DqrQxCJm~n8#dXIZScN2^ktJKCFL`$Aj)eI;f7||#%8}(B;g%0
zfc&(~oCcKE6DEQ$(>G)+1=515?;!&=<npRcRQUE-caRu^JZRyWj(XnYDAx5Ax$Q0P
z%iiQmQ-5WXKt(~Xk26CzQNQh!$E+tEtcLF1`eT24+|J(8;ikpyH2g09O<y&+da*Bd
zti8Lu82vCUFSTb#=U?J3<n-Z}FRV&RftDj*o{uPTk0A4cEjx&GHC`3ZfSU3cgC2l^
zT6P%ZWVs|V8xSaP#?^1Bt-Q$OpJw0QPl_!k{QSrw<m+ku;3^$&YipU)pFdtJA9r9U
zf97s@KR<PY2PW+Zq;L?L^02dZ4perUOjO6HR#oSB0P+O#A@}f2KVFCT)7_c@?WFF(
z-c5DCye#Dvocnh%U(!JCJNwW9LAKI+w{Gk}K+KZ*@fhN92>3PHaR1%U)+6i$MJR;-
zv2g4ugg?@EO5ym${q>9+CzW?QD_xc=Z;fOa9cF|b-qxGGefw8U^Y4xH+kiF9!1G(q
zpUM}b-|h_7TMYZZEplqCKD4tr_>q`cl31CLm_fIsx3EOtwiH6Qq#Chgb9ZU2^nM8u
z_Dqk83OkzP9t~MxwlhW~@<;Gyx9(rtCQNTM4~A{uC{B7eO~d%>qMG*I$FJ@w|M>Ty
zYHj>prWbox21nPE^UA6w|IT>+ZAZ-bv0mZ4Ds^xY()d#YqLJ(<@nAWe6xrtYJ9;RC
zJioASemY#hme>r>K^(%=GL>I6m+!(jBL{=Kg}+cR&OpW66H7UuQ1dygc#hUeGp!YJ
zf)Ym3j#jk5MoxKb0h8t1D~Uby+R)gP=w^!3$7Q_cqi&Qn2Xr0*$N9ua062c#$G@7x
z|8gZ(f2j>)@&~a@7#<Zlc<cJC9+B?vKqm$AfUGS(@qpTD#0h3g(r&kRas#!g1LcNA
zvxsm<P|QSA`2kSh7<GzJdX7Tx>3l)8!s-Ue@OypC3h9fGoZT3+jlzrF7I5$aPo$nO
zrNfK@=eOqOwh$7sV`IC?$4C;cW@0~or$M$_Osrbza<!ILy|C~b#sie@SFvqR)08a(
zQHpT-E^NF6|M++6q6pRJ?*xi-j)E^e(@~vhax2Mx6i2~-@Z9<{s{Uc6`@b;s{b3z=
zBytJHi~6*$R4U~54HwfTYrjUJUqB2RU%LV)0Dcv#Hbeb3XZ;~N+dVI%-g_>+e@;fy
zCl38?-xZe%J?Ui?ysS2M+owp98XWKsef{tUd9%vKh9~oizVq*{*56{}jQ7=yw|2*_
z?`TP2vw<ALyK`66Maxu$spXrssk3+iA2gYclH^V*bk{`!eYtH~!ysHQ!cloHgiJRj
z9@PWpC8JphwB^SojXUpmhQ4u9*k*{Ie+Xq`lYk%|5GK{3`ONeb!dvfn2}x-@l>LOo
z1{b(&Jdz+&+YdgAY)n=hpA;Cq@v?W{`$Mp%@43aT=vCH4NqvNUNu}P!SEKWHn5(fn
z)m~N$#Qm?K*XY|<R<ZCm6nscnCrbA&&oylcDw0qyMxX&<B%zV*EI{kVOC2fbDq&15
z6RK^-4bp+WqZiry5cNY1k7kNajpm9yxZllnK_pt(n7RF1^elZU;8Ca$?o;cee>5BN
zXjb(pk{u}Dqb1?DTK#pc544+o7(T=|)A41aqoT*)#qqNz=X?Pgh!Gbh0u|IjjSlLs
zsC4<fih+VToQ0!w2I=_RL|y!7wB=m*`dTp3BD1?R5NIqv6bwWTI&#u&In&^qxk2kl
zAC(WRuL66to7LhgpQT)rH#3j~<KVg&vmxHb1HlkYTl=o(K&tI<<=cE@d0ewdbXj~<
zAk+fh@_cZo#95RcCkz&W8(^9R8EoxZxp}G@631#m(F^zI2yonN@N%W5-&n4VSE})I
zeTH7ql%?Dr5C})66NV>9FCv_+&1mP?uZu@7feO}<)&m97EAWwN<j6F7L<l?bDDym=
zFvT!(S<^G?2|XBe2O0QFhu5SLjjVlQMvG&NZBSl9xPe;cZppxlLD65cx+2V}G~iY>
zfib#0k&>vWx5)v==qIJ*ws%AMFHMst8sm3iwd$?cWb?)Ut)i@iAp*G-;~%Ik%iOv1
zh*j6%?mdmX?cI>vg9&1Ci>2x6LzSykRr~N7?8%O4py#T)pqK**56IRu^-r`5$aHYR
zjf#jn0ef7t?t#1uvly_~1S;xoGo{76`KvIT^qJ!r$?y0(I;IteVcF-PIfl^wyxu({
z$(au&nG`EWi_h)_6JskI(l%DRC+jksTvMCJ^;Xv}?fdxc`}?wQ1?)~V47nZ&{m7lF
zY*1esFfp_eZy0@qE%B?KmJ+qId9^unFG0=XrPiQ_*3j+Xg0G9(roZa`wN|~Rcb#B1
z`D!yz&6WF5R%_He5NPu$o7j6@^Zt(1=|&Rl_F|3gZ;v4tqj{ZvHZdaXx>!i`fH-FB
zbw0cJrG^YH2}wiW4?W^HWcmlYEBza7)byTProT16_hD(x(B^|S6NQ!@84K!nYVR!y
zW^NPb&(#FnYtseJzU5g~Q3i`EYwr8R!7CIT99kTePo{g(Y?fG008(~cfU5)2KPL!!
zfrz@+%%!0R=K@zi(kI%O$LIn!*W$=A-L|lcu>A8-Tr-Kbp<59ZY%bVpD!p^`Tm)!S
zI)FXCINb!S9b#|~B8-40MPmn}v4ny%omV#zurrupJr;Ar@zW8?Yab?7jZNP$JwS2B
zl5l}hpBC`&TNt?%1jzpZ_F-9`*l1DwBJXWuiFI@{of1ry;r0_u!khOQAFbYuJtl<H
zS)kpRQtlMHAtz`rW3)JP{G+&$tGsr)Q3Z<K77UDsF;5v@&UWm=n|jKd*9o&Py3-~k
zijeDX+JFW#+I+$XA~KDgMtrva`Y~NA>{1A8;!_JWCx5unnZ+|X9NQz01jcn^mhBsp
zK^N2;f4<Vl&I_!RTd;5vlYnyizlvl!K&3IV#3D?VFTR!&&s7u$HhkceDMI=T3SRS7
z+kv?(jW0Z_%ls2^>+18h2~anSCA?kRtG4JHay@BTAW<HN)ZxAVv2^L9%tj0N&HMua
zV@EkI_#Zc*FM}IkEvHXLLpPfIX%dnAjV#M^a>JNr%-IHH!vSS>q~>LB-EWWHYdb45
zOh)u<*XZ>8t10;FE!75o10uGyeR&K>*?|z%`f1!HWMkqb<a%RZ{@jLKFpd*E3#ksL
z-JJ8(42VUC7k=HDfdMZ_s@e$Ubz|A~x&3gg4;6;bC(|B7jFEt@_T)#7C`vOZIoW~y
zIN0YFLuAMgF>5UribpUpWv)Q^T70BtC`g;!R#<V%JH_@C@3e?0OKrRobUbxj5yVs0
z_+5qaZ+`K6?@*INPRMrW!O<uI+q}SYG^!O6oCLu4yY&1`!DrK%quY_>iLF$jzvQ-t
zKSz&bov1$N7u&p_3tvf_DVvqn*=rm2<`$<x)yrQYSABHF2D`(vP}MVApKL!!<x1mr
z@kK+Drzb8tPKWb8u`?}l3pg`DT_pJzNw2s>eJrX|mOPwNM8-&c{B0;D%<mo-KMQd$
zxpor>_z6#JK^2EbX>y7jM_p#-(xNX9FL-+A>F@AoeV?8#NzkASZr#tgkP!6BnsaH5
zZTTPn;`;n{{b;T0*GHo!HJOFKf0@s%BERw&#)W%pjV5(*``Y9Rs>2RhVch2rSxpxa
zfk4{Y5<*2<6~EQ{Kx)jZ8Fq=)s(;D-7}S6!K!IUeo{<y@YHTutyUDTyR*Qo{myj76
zj-WPCBaxnG347rY(oDRYY1)o;h1Lm)NW(vJhjX?rW`9mSU&gRJEQmZmM{yLOQKbnO
zLkNs;a7;AF7D=hqiYgRqisZ}uZMxd``RZ^ido;-7jpp#@D}A4({x%6DUKIhMF@n((
z=Om(=RfTwd^B@$`c-68w14a0j?ir4iJS`t8NhA94rSnuBrMy@u<Gx_>tSAa=U8X#9
zjZ&}+)TWpmkbidXIGDbsZ2f(EWYwu<r^CSucrKm*M9lHee|^|Mfu&UC6|KA9DQoLB
z;!;(4(m%uNRnC5q7xANAs8@R6`55=^Rs4`B;znw?LQD*2J5l_W0VZ4{gwmGahvh{v
zm(Lw7ya(D=c3*!KkJN{@KNDV!j?!Zp>!9J^5$eY847H=0DIMR3DIJ58h2>fDx^wvS
zmaamHRAd(3EDCL>c^ph0UPu`7z5&9anOb{LuObvfxXEpwKj((HZ0>(XTA9+tk`CI(
z^~;mwBj#j^qoTN2h_K9+e4cq=dA@w>3^t31)cx<}NJEVx(k-64QQvIqi=LqxH3<J5
zk593@$Wxw~Iv<j)D=WF{$3LvVIytLl0N>?K9W?i=d%GL1bNu65W#jtqw%cz{r4rS9
z6Ym%@2_#DYp+Dvdsp}ZeIbM@gz0SzDBQGg$?(5Vtw@->29=fqu-*x}}(4#P6^7=wI
z&)6PV`|lzRk>l(z?(6ZOEK$jT=Jn^raurgn*sBm%C>UV_eFyMje_tMJj-NQ*+M`p8
z`3YWU1|Bs{hK<jzWyDW(FPJno*fO{Db+d>IEzFhSm=p){)k9gLCZqjXh!EqW`X{B>
z{D0T|Zw-&To-8Wl9+ux}iP}lxnQU^5{OEwK{=P<gaDqL79KeWihJQHI=r+Q_UVbiK
zInfrGQLsgMQN_ce$WLMT6SXeXxld&ePA?j6IpoK^?k|We@;c!IIS@BcQbZl?-R8j)
z_GK3H&D!BxK!EhWtgm3;yk7a+fh0Nc%|X-@an=`VV647I7iJL#u{%Z*!0?>ZizvtX
zB;%Kun_)?1l1V}(N%O-YA)WPNt}U`y`A=@D@4~NE>|VQbkn-uppUw4-zaKW1cT4Jj
zSCHR08MUYyQLZP|&13)qn>}=7s8ytgZRBGYd+h*wJDW%Tm_Xe}p$4HDSnYbP&^$3|
zZ9dLRN3ab3vj{+}19Pas+ihJQt?fmQP+De%TUx*%&e;B8dUN=_t=13cK};fMy2it0
zxyJaI$Dh>`0&;-6;w4w?L_d&wag!r#igToeG`B{f<$wkiN6~<sxPofbpWxLi;FnB4
zA$5hI8rJxFN{FoTDI_SR`>xdE(FBcs5m-$3(CU)=F8gsv0@+-Hu3m$#K?8@5!a_SJ
zv{q<1b+#%Fo8N<YDj5pMwLbV4ssV95Zt2+OCE$KVYb`=fmmnA#R5n@*NrrFYi8|#d
z5=1eQmO|SpJ94IDecPWm4roE5BjK+tBHr9d!xCC3K!derfs|;4_!W1oWe@E<qAy3k
z-==G?66hkh=vpp!q-#E1l0m*AaHcc<C%$s$-R_U&!~p7`(-uPFn1&p{S1A)2{D(3Z
zyf;;tas-?lp7Fik_06blrE~|%VH@7fBt5G$L)W&)VQt#BLkG{7bKX5qh##r=He&SW
zysOmr_@2-w&-R5RG{$nVMbqJ*G`=?>H*`&wbE^B88Tmxb-CbHrIO2;WZ?`^G3^e4_
zTw+(P5qEyzI+lD(g@mW?lGsEXmZ}PqecFUW|7dy8FUHW^XA50uK>^|QOcV8J&BI9&
zWZ6shm6JFLw~qqe!X!=&ZMMDxDptkOxYc1V>JX+xY41V7K^2rAt$DH^Di{13^JLFd
zYfh+IqU?Elj!6zmU%p-a`0*DIWMXytdz;APO%gexIkwRHgVIR#3qA?>0_P;@=gh`+
z$vR5AIK^NA4Gc1&{t1yTlVC&Xw6=k+#svrR@?h4H20ZO5UQST2HduoPmo`%AE;|UQ
ztd57*&;BZ{Y|*B{)e`)0JpQ?iZ;=FowQO9uHXE&LsTsHsxk{&y(qeb=dS07A$hQLn
z(Usk(G;S!6P!0f`OkIQedN8JF#{0tA(a>d@(g#sVXkn3P_t<>aK|(yYN;~EW0~Blt
zFJ=afVgT3BrgNIvTX?s&k42h^AcJ;w#j}TAx25o`mT<T8bb7zQ;OK=(8YfW@E`}3)
zPI$4#i+xc<E-`H+KM;ET>dW@`FK$Re-Ee3<csZfv0Z_BS2K{11JK5XHy;P<5;EU_!
z-YfW}oDOZU$kc#n|A6M70nLs98NSxXbU<zM3cn{_3Ykw2>f+aqt$Ni4$Bh9@!&ENK
z_bEzXHhPQ}H`b5?)J=jLqUVrv6Q=-<EBqm97K+TBMabcN7Iy7wHz-cxil{WNA!@U+
z<EI74WyljgV)-$;`9TbJ%mArE@^0`wZeu=$1iyPC3^$OqejWKXH)WhCeQt050oC!~
z%g9%kfMg84AM@wU<`ehlGO1qy@7BlnP$iT*vBT4TP7|$3r<42ZtQ7@BVbJ`n_Krgk
zuK?TS*s@f!r{gHl-bs=!gP%e+b|L!0h<Tc=bJ{|@3}dbER`gYb0bT0PC1FU*92<zX
z6Vn{Cp*GI^N)Wutev%g#j!R3Wu>8h!`#zri_jvx_c)#Ctub=N+-FK+Qt1Z1S!S=9M
z7s8IZ?;c7_9l7a-rA!ZCn2royt6a3ONt?BLDKLIFeHcb6_)eN{sZ4Ks)&}Xl{7+VM
z=I-ONDw3DFBI+qkq{@tqFVMQ_Y}Fq(FyVLp>iavFPBs#O5UR<&TN}S!3>S3vM2z_`
zA2?AVZwAE87hV@}i+^mFG>k^n5B<qtNl`SC`Z;p^V1sk~&Wv=5_dCPqWohpui%P~&
zXg1vs+N?5gMg{j*!{XfWaz*S&INS8Jld~@&%PQYsF%>A*o}Rj~^6y<hP$AGoLCxRU
zy%{D9Dqv4a4@6U11QsCP$%yt<)GwfVD269F1PzX6nuU}a7?WdwmBbNdpe0A5J)e0Q
znrXehB6Dz*&R}>?iGnGkAxG)_H=7Q#0YB-J>8jDQOwha0H?#78U(}jH@dk{G(H+9d
z!5*<II!u6Uh>=Cjb`CF?sWw^Mqa;zae}PG*ds>8Pf4qXxMY#AT!EW`QTyYed(+mu%
zfJh_Ykx^D}nrZ9V`Gr9#7cp>-B9(4}gW@yHd0lJA`@v?nb$tTvLD7U4#c&lGPIESX
zGwwyJO>Y{z^v_l~HHmgL-d}FUze!sxzVM(%(LqW|;ZjdNNMv}Bmurw4F_Fn0AaRBD
z67pp4CWDOoAn?e8=vk4^t23VuXAZKa=Y@k7@CARt-3fn#p*qL`uA+PqLbOG9N2{U-
zs8Dgw(B|+@;;WrYd%6LXdnxps?VOfysP-^-bQ~HNGtp|pu7EdpP#kTRfR42yC2eu$
z$;%4maOFF|BL)RqpdCTK7^Qf#(f)<PEcJ2bM|ZrZvRILa#J4d%G??AFnzO4Cntx#5
zo%W(zVMl84$l6KEz^|qIk383=o@a!WzRgBIMY+X11tR9$q^LL5EzmT$Vqqy>hmBII
z+D-U52M8H`ivN7j3}*1h09Jzjw$d533Ch;O>zS=>3WdhlaX-Ur7Z%YJWr$BNNZ}JY
z;bH>8R7f3c7ZB6DnBA63;)uH~6sKLX_xsEBn&-}7ZQDTE#_{VqsqMbhhAY^E*Ks>R
z++x!<FG7PtmXAIHs|1P2`V{pkVs~~VbMzm1=ioaw{5-KO0?>dsd^_D~n?y`Igi-&k
zZ+pu$R4Gvp*AHfXljcg_uFXg<NVjZuv@aaXTQ`zA7UK}9x#WRymzmY=kcZfXly|$H
zTp?Dww|>6sV7;g-nDmaQ<4wSUB?)q<o0LJmBJY@8NMWV@wk<OWBU)-<BsHAznA1In
z-;pNSAqtzu8G|)D<t+Jct00B)09?C7y$ll~=_ZIIY$|zG>g_m_<Sf2AfIKU-zRbQ_
z-&Gx!75P4se=Me<!5Ena1#5*jW_KOTS89$+2aT{Qe?MR5KRcFELua3G2N?y-0kad=
zYo+<J7J8R1`C8cJzUYDgmP%*>R*p!|pf%IHz!z*Mng?ML8MKGbyCE8Tee?GIfrGLX
zEA-!`O6ZFz^+xP+b$bnhK@XjPsNT^N%e7}UVgWi)tWYqEQ&hAY>}Z?7vPod_NM-Rl
z2XkZG^JJ1&V&LNk9URcAvDZer<TpwV4o1&>&}<*3{V3vS)OvQP^W&PuEG7#6ixz)G
zFO<Tl!7VV%!!wLPXr#e4vf&y}dBa5{7cC4Ws?m0Ri9%Pq>}3pSsB%_0bvL~mhb;F)
zWl8wX?N{rRAH-kEVkVU3iMScryYY<4sb=);SCQ~;)Ze=#j>Um_*RMQU-)o3nHFe@2
zM^QF8XTk2v3-pQTa5?qEIhMs9{VQ3h+&c1)%_Y+Z*Yf(3MWFJU<elNSsp7JcDj}4Z
z1ix+5S0Uc>``;JDh0#be=5}7Y)}0?gjFH&@pmBtv!P9W=3@mYQM)LB7Gq3D)H;ant
zV(j=rb*<3#H73Xbjoj#05y?AkFXe(U$M{=lU{7uq>~xW$(r`!bz)%pXoZ3E0G^QOz
zo^3V1Ns9xLxX84pc*JkYoVZndGm89l9m`Apwb~53cG8Gl8w-*ZJpNn-X$lFYHs!6J
zj1~-xo=gBO3BK4i#Y5N%e~-!VbD__dRjqA)-?IN}erL?i&ded(;r<UP<rU8R_ZQ!a
z=^X2Lc=<b91pE7-3FfXAJ<p~^yscc1rqqvA#?&zm+_3ekT2L~d&t41-Dm1$57D;;X
zU1ohYI^VB-k*xjzR*Q{#)h^y7H2KO<O#JEG?`2xnh!Y`ICc&G|G+BL~_C%T~il2tv
z#6H_N96AWH@Jf{J4(RTpBqDBk1sDdkMbs=M?Vl%X%ZGDkf19{Qr9nVFzLtx?y|_c!
z?0-(Bol7k&6{2Qzjap(Y(bULBj8=2f%jurwiestzBm21<;~KSvjiEWRqYoR4b2pe7
zVVdDPZm-GKW5Fmn3N1Ea{xlQ%Q3h2t$wrVRw@GO@9ff#EDb>r|rog|KVjYQeddT^#
zP2X~?bvwlg=>3lMWiBSu&fzbn4qyDdfAM<f8-=i6j`mEKte;5RTrajWDz)$Zbho$E
zw*TYZN{gSimt2{8K65`!=Hz}YE3I-jTiH4->=Sas5pyl|V(C=I-=}%jnFxnR(^lE%
z-3OpQ3|I}4l{b@q#p?r6SK)lr{Huvqi>SbKJv@u}3lQ|kF;us|kU|5HJ|!H-t9b#a
z?+fKb!nJH!>}wPMl-XOdmE66qL5nKBJ8~9t&SlJVXfEGBP!FRAH|7B+JLK;|UVeSE
z(>8P{>+|3A15AbqFMIlLEV1G|ph3?d=S^Wz@JYQhFZzlWlo<&lwF{i6y+gA#udzfH
z?xa~$rCFG=2tZgWTc9^Hz1I+&KSJqSU;us2vhH6fHdNHVTXh*Lw?uzxqfG{K<LCsF
z5oBf^8Wfll4}KcU@I0RWSsWxwKh^?$taITh3QmPva&TA*2rw-0jG=UuF6z}>*!H|Z
zONEc7care;HW9yBmmUD(9p*6y3`N+rIYZsr5r7GRewEgwXL@aaItpvvTCMk%DZSZ+
zY$7hXPJDPU`SCLjuxjUQe0bfp1bZ4jHsh9pFgT{0BGZuOo*m<5&wXi98Vp5{+vJ;J
z$ym4gh~l}CmXn$@xk&S-2^$#6sif4Ypl0ok-=4qAhHk{<(u*%ix6i-t{mx(*_Js4`
z(3<s2Hf(fJQ0m9JvMbB|qP*)SP4G-5_T12m$otwa6_*51OXt;>*ff^}RcoZ2JLSDP
z<;mYf4`Hmokcbf<32M|1-7WxNBB@b~u_;*VXc?BtGv>*m{9&5_m6QPzULZOGzAI8c
zeRx7$l#MhoAwKqga@KZoW;z3fLO45%tr4@-SpS}tJ|pbouk6e}*ATNFmS1SkdmqJ<
zlKPoY;d2Q4lf8pzZ<5sx4C?j}x&vE;@C!E4#L`g90di?M&fM<{EwveF%8P7|hqKWJ
zz<IUPJP7aaDqI8lt*_#;;jy-Hm*UWuqY;4tNyzg!RRH9_P|O_tH2|6zr3QV+HqS0g
z5|JfEKa^m`A;E8vO6QRvr&8o6H4(C@pK|<DZEH#B2aq$tl|Od&GV~?{V*`CsFmuV)
z8d^4|!o=UJGSG(UQoDwcgGXN?pqcsaXd_vD6@d!z*!&UsP}Mtv9_M4+@#wd3!6^8;
z36PQ;Q|jTW!vp5JCtPa?eX6bK$9Y4dF~y5r6-{9HlKcg3pgU|XETPS`1^2&jRhnRW
zm6;9tn;yq4pHCls@$&ryBWobsoCEs2yOn*ZO7{V`2z)#n*Z_3Dy;j#jqA?f7>n@Jf
zb&l7ykJaf8B~<!hS_0r~fdg}a15SYh1%Y8PTZatJpgC6^WZ=fwcXMViqy{aas?KF+
zK}##ed$TMC);0Z7l+!QPehfuW2}i<n-RNUhdY1kz-TV*hkpKY?l+QR4@d=nQn_(Az
z{&(z*E&826-f84TPBT0sentt$<i5fAl?>0MF1Q5upK#?K=$;FmesDH2`#fhQ+<u&P
zPp~%-GO2M?xswwsLveQQU4b_SFB#3yDVe560M|SL8+>@gNm-t<CTjz9!!FED7|%?h
z&F#crW!7imhvUlieaj*Av@b`(3!-Fa_viszOxB5TGyVxg$je?G6zRjMrph$iJdHs%
zi}DNV3%kD849nsO+rIo{Pv}X~m9D9rl{INjb#()~K*_&%746HeCFtjCbCw-E*~@w#
z?<t)?d$rE|_0o^77k)nvpPxgNe0y9USpPY4)9qljpl5D6F-i0O%J=-k0<yMMhh8&m
z>MGB7&lc1x2z8K!Qn2b%S0{?9(b9aUq1Ddr-p6$F{c&&Rf!2>Z+ngyuA3D`<$e7%s
ziv)th4JxZEy<TfreU4g;iUwlDg{jEvd(VpAL`9=1!W~x6C9*n=E|y2rf<f_eZ^G-_
z8afK>?J;Ah>`!F6PmXSye`|7u<jzVC*nuy`6K+pCM*}br4VgwTdKO}Fn!mqq5gdGJ
zEx(`Hlr0gT)!AmWkw63<SrG&sm`e+J9Q8!cC)r*R_;Lpc6W@!t2fUO=k7S!sq)Tn#
zx1Any+R+xUW_=XB2lR=jTTp?m!Hkxcf+<MC11W%yc47P}x2Z9gdy8GkF{%JBl-*qJ
z2m%0ft*B6AYiPe{KTPb#7xUNm&F-&1%Td#dAIQ4EaV}j$#>UaYjB{`_z0|gg-Rztb
z1E|2tW`7+-=Yc~?%6Z5zoU0{-*D88QUweqlE0b$B<Alm<Gtr%+r#)#!yU6=vVo$Q-
z=q+O*x38h2X|?|wMrak^fXmk2$GlYVe8!9FuHwAO>2UpdtGMl2=EvvO`<2etEkKhn
zwCQ>F>_9sKkdn07>~uZOh(fb0zCUMUW@2_-GaYuFug8dAL7a72jAgMMw%C4d9uD$V
zL#-J{?y4Fw#r8RUvO+(-pYm)a`S!AXsY0sN3fq6I;d*p-nM^F48YN4sH+Y3FAZ~Pn
zX>>)7-{|=Z!z^DfMzB!pDq4p(2#xXo0~B)_1og+{zQCV)0!u-}7&AnrS;*kqM+EQ=
zeS!EFU;!ulysz0e@%-`nd4_s_2Mext<_<$hl+GQby}lIhZHFx}@EcY(D7yp}Xe<=!
z76XD3_tYb%W;XP>;4_E|;Q8iMlUWLWNIx?4aO~&LwpM!MJ8-Jcyp^a0jjGrA3kVa1
z5SRT$fkBY(((nR66I=<QJOt9%ov3n#$N0L6nSO^3KI&BKqPme8t?!m5Am`hkoBCra
z^f!E$c=+Doo6%yMt3zZn2@fz4C$rNNr$Ls}4RxgN0(;({?Eo3c*XIvtP_xa;9mBTF
zQHZj}kTV5o2eQ}ZChRh6_+ER<XTe9`hwQ7&ZmF0*4Uw0c({;We?SS5+i^5OC&nS+9
zW^kf&F(YURb{_Z5QUWU{v0lCF5sSFMb?JJY;m!D4fVUpF579^f{QPfsNCYIU;SGCS
z-Rv}x-Sq2)Y4=VHf8W#kVX+qzR{YVZd0Mmcu6oUrCx&5Rs@)JF)4sVx6+u&_$(WAE
zRaJgd6>ayso;0Wos0X6$<bYFU7PmvUj|%p)VHeULSh;i@&XxLknOQNsz!EvkxEY`w
zrU~W*18M0FT}$gKf|^+_i@t0)A9%c)s%{H7{-s}Hmimk4v_!w9=@6!SN>H4{O<}6p
zn~Z1fi(G1YHJID3zZFTI0(Aa2F!9TdE=I);M%ma~gc9K~Yo6lI2cwoR6>p0LJTs>+
zQTpI%ynYAuu%U^y;d;Ih03oGCohr4Dae1uM(&L=fXt)H^Bk_gg)XhB<H;0dgQoiiv
za+H>jobamdO=3=UIkSy<;WF<gB4g!)f~7!T&}34h@iD#(;h?tLyHn6rwK8oZ7=m58
zWPuJ3_grTD5S2~coNmqgCv$c@{X6g9<+HT`b~wRwbQwhpstDf#>I+k&(0v8mgw(PW
ztYX+f;dn*r=ah)YTRj}zn@i$V1T;XM!wInWm&4^kD6mY|nU@-8rwO;VP5$>z5PTI)
z7V2wj=c8foHkjpx_Mq%kcMk7M0Av2SS^ONXtBo$zXIfAQ&Bqt)=Re!u8)Hll-i29$
zLEn%<rnw=Cz6{3@N0=22>J<<})rqR7KZ6bN%(0W{6t&S;+hsdVoT+jolqemlG4=!z
z89X-z8=%9ffGD&?x+TQr^WtX!b~&eT2y1(aB^}o3%%}}9bHN=1)}6_17W(~eejVfS
zl?4+Sg||B(my*8sCQTSIzf6>=i93GA?U$qaUhayf@<qlTM8=U`r(Wze@Cp6;uv(q&
z<;Og#+kt`6<IGwbUNMifv|jeR_|BRZ`EJqqQ9?bbH0+KIAdty-jxzKDgtWzfmP`KR
zcVfBnZ*Kogis=ycb7!OBz-Ck?jjmr<iSqvatDJ}@SpN-(+fP4-hY5(;XB$TaGSaxo
z_U)hXu%S+rR}#XD`oysp(mgEdyeupi+1{{p^=rt|NKl8-4E{6uoN~m?FJUZ=b3)T3
z`k2OBMCD#7ER1UN$Y(>HxYh&3272Yn9DfARKKt`|P35YEm>0!)RlIXKR+GfxGj8f%
zht&&H3~j^^`)a<X@_$(LZI~M|x*XC)y3eFNNTHP^)ap6HqQ^p<HZ?9`4emU?ZWCx~
zd)Q;0ey>cTGAm&DKDO7;ddI_fJZ162OTMehe(NK<8{XFI&zU_}l0LX5T@p*|z0AYo
zAbnZm);(48d;g^RRPD0snve~J$eKE2$v}o#I?t`A9M7`YUZk_9J#|b@_!F;R(u@Lw
zdyQ$eLQ#m)U$!p9n`^p;=PqH1x1Gqq?8ynVzQBYOV&3<yO5S%S>Vmbq;7|p8OE-i^
z_G;`+xFv};3nh03vo&Psu(x72M&>RdMv{=-wk_cd(Hu<dJRVfg0;E2AZoN!bxXWkl
zgTEg=eS!b`g}JhONU$o=->MW+M{s3>PM`>Xhef2wv-e{VU)F(D;t(+Eipv3}6aDKA
zU-w{9h%~HR@o%Lp6qx_9)3FHeGgK57&3H|+S(1ejNh(me04M9%So?$o8|dju>;j*E
z)9Op5+d|B@@z0C$?~wG29vj;lN*}@)U#}%h<y_aa`Oz?50(nfpcDGW5-=k1L`N*JR
zpDEO<&l2_4w-xPfJ+2$*L^YG>mk?^61gy375lmpG&5wjXxjM^~rgNYS8=29tz;2jn
z^2V#<1-6CU>yzSTUi?FNM*7qrJ2~{WQ7q+P4*YI(<ft>9$+O1iVO=kM;IXxSMLUOc
z@h>6kBZs4<fup7V!?Iuh$kr(JeO0{c>5=2%)^KN1>CRMSW98mGn;?fBN(_C&-4KX?
zAI$2(d6~Y|UK0W18|vrt0<|s$s9ab|lnl`ZklCa>_AcY^dZyb6ucrCrH{h%}egr%J
z<U76uF_Kfi{7DIg_A7e!<U~)H02QE?vz#3&p=7@9!+rq_*v~a4`_+EFkXHXkv&vNQ
zL)at^f9~^4D=Hj=^lHK?hpT%Z&l^2`K&~OT1%g3L53|Q~>iVnbNKP$UObXtJ6p`dg
z96Y*P^%{mK`gu<jIl>ez2ImaRUeedPc!g|`#-5M-l!zP@iRX%>fwIL%@BGJ9UDoMZ
z3na)-ppf(}ldoo_c=Z5KXv>*p0sbEy!MF^^05#$F9i?NYdmSf)mAvke^5!OD2~a6|
z93Vns2LA+uL0{y2lF`UdG1A~Jw6=;aLO(THSz)ACBse}Yw-KhT0&djkw9rYTv+i#e
z{*U4?gJ70uUUZ^2c#XS_8OFQwkzm`D_wvI~?OAgcV1@YTv7jv)%l^C796+KT=!Cy4
z?q<ZhIqJxQ86UG9bnE30SG@JVPy>`6dib0N>mYk<EWyC?;2gqLS<hr`uZV-ogF)w<
z#_D3Cqqw2aYV?JPbSCI1ulmynm0y8n&BADm?nK=n*x4H@0uPHqlP0&uGtg;VEOxYW
z1jg8y*qBR5C=Tuiw#E?k?5taW-J0(hGH^NhzxCi3%17|)1$Z(xijFn2bR9Y7CCtSl
zY@dT|re}Rw+8U1%a)7Xqt_##sluUn_VJj++8AiQvA(R!r^J5xmGwV5JTe)G!VOaLH
zyd}vO2d8|RJFSb%RAL=~1KbvwNwp1^dbojbJl3Wm;reUzDY%X11vO&b7>Wpu%x47q
zW1yS#7O`mIV7Fra#`I%5VK^fMSC~2I{=OkI6VAH%8f*sX4_K^v4gU1{@RQ~f>6N=)
zUmFC2c%F1Wlil&TnRvARHWz2;UOS+ygnrHbp!*4<gfU}j-;+m|P1Z~Mg;pgru*JLU
zjzjw;BjZC`qd%*E=DOwZyL}7&MA<EvNS|I$pMH^UuTm^9?trRnn!6cv)-mwyO6jwh
zgARSE-ET7PDSYzJ5(?tX-@SqdT#NF4VV?0It!U#SU+DFBBjP$6nI+Hetrd-{*_2I>
zdYLWqaXx5h{j}HrtGmkLHw!?KQjy|d?HAHnVm~f0D&z&{Tri3M54+Yq0ob2lOJTFc
zwUsqM)uQp&oE~f!8oa8Z86c8wviX)P%v~<PY>0xPJA*A=Ejq^N&Ozev5Z#3Nl3iU2
ztp~zvFXp{9upz_@4B48-Wx(1|yt+kXTq`Vc8Yn=b)tW^tVtzk7)5#W`gRpNRs?8fG
z+~OYPMT@`z@3Y~{qIX9CcN(Ll)AS29`^eZB*haxRQeuhpbC8B{2S^pq7ZN7D?BL>$
z!IL*==B^<fK1Mw;G}KwRI#Do<@y<n3Y`Dx#ICldBXj9nqv(kozwSMs)8k1ekjf%iE
zH6m#iV_Mkre;$q6f>`1(oo^hQ*vIOkzTnH7AHPyiiEp~csK9kB&}`CtW66Va{8BSa
zjy7t5-nAz}A)?_*M28KNZ`n0x`EDa$dR-mG4^gWoPt?*(*a!=CKhBn)(nbMK9q!6g
z801IHauM!tEaer6@~O7*(^%xw?3PUxB)mM%_l1|!qIh1vsh0P3oD2&RE?ORK{vxDK
zdc!be;926|3d6lWAL@73$q63J!th#V5F1o27)f_qhqG_w4svvzX@pBxX9wtY?qoNE
zOWoLzfqOp8M$d`>k|?te+kqBSTc5s-#tq#KLA+(k!T-DD7Ky}A3O?=%iNKeFCVQJv
ze;-NKP1&*34JAt<<suyc4b+H&9WCawqyH#{*$vVzWHv~OE5(w&()Ck)iw{t#)n}u>
zo_Hg+L7<%}O78Z#O}ryL2HHNC_e%9-$gc|<SwQ8<a->EpYFHoRe{nbptVa2b3EsO9
zWlTN+W+jf5ncNE$r^VNvh1=T4bUkC+%bnA?-%k!T4q-_{+hzF_JnWGy)_=Q`qdMI8
zsA_Z@d-x3U-ys-$Mgew(qaU6@THml6G2cD6XBepEy2tp7iwGfE6O{d{)|_w+6vd6T
z2XT!WG*33YW{Np(8$JDo_~&i+@X||3WrqPH)tB5?;E-M(+9*VM_}~F}W0uAW&3n`)
zHMbd_)~Jb|^tyR<HNsP|61dogc?xfXa(=((e6PE7>y5|~EJLIj=5by45XS8w-wJD_
zVGQqMVw}Z$IUq<LrkSDQ*V}iT%@zCXYwH+Vm+4z!tcGC)uYP9vutgH@`D$1T25}1z
z>AE2_z#)BT%?2gHimAA&woFg)`HJ@N=de6c4j(RU+#QKw=vIvct6CVOp+U5r1_BCO
zMAU}M;6FN5)d)Vp^<Lcxp*?Jci{raBzdPSO5)1iOzywXOdeW!<lLzoeql=5O(Por_
zp8QYpA2!HvT$D3D9<Ae&#?}kbc^FkTVQTAs(~8$ZBJ`r2B|j85IARXgp5e^*W}s&)
z_GVV_2Mc_gjbxSg$Mc42pF4GmzR(&h@!MaeXM0tv$wi(LQ9+^G!RaJmTyN^g-n$l!
z<&`zazI-G1b5HFrw?;f!r$hP4)$r4MU04T={iF(<^826lnn8?!ytrJAl?$E+aLYTe
zqby1|mVRlP30Mfcf!=VJf0=(&r9korJAW6u{5bOL5O|Hc$b%mT72=~vD<2*JWJ8$T
zB|EN@5$^^XPyx#gB|}Yl8gUA=w5+(@>BXF*>t_1EhX8SsBEt^MJ7thGca!?kIQ|ry
z0tNPE-a<>c=@%+-j9@RPeAVPG4p*U+yhsiPSpeJs0dfi<Qydl@q8RdI7iMKb3HM)h
zEd-Lm7H?9q4x5E%bYj3Swo^IOA;Q|uQ1Krz)V60FsPpQyaL}?GAh!VafaSU6xU+-I
ztv_uymR#43AfAb-7To8HCDt#=dPvD2DFv<0m#?mH0ue?<7l4!)qh!`pMrPJMWs*Cm
zM~U_PTw*UGmKgSgMu=K&W5=E3*|j|H#QYJWOR{nx>yHZ<(5PY((&>iQ(PxiXnhw3y
zBI<YKStI6!Hru5#V2gpdGpKT6g8Spp7ma`CU5cn2C&9u*ONotCAX#VU%J#=nA@;JF
zyuKWV6OWBNdUB&VLhP)-Tn5gIYQ{$Ua!hlF3|!VdVN;BRpCxzwvUIQ@cAwmy#$gL=
zZL#_IrrfW`R>aY^cv<$zZJv|fWyGw`^s-BMPgvst-W1#YbMJL@qt=@2zyX~<^YGV6
zZmQZrNd>!QUl8r~=W1-l+IVnvOM?mjri<mKi&cqr!}N(--_ETvvNGSngXxN&*z$h}
z=aC~>u&>)Bz=Q4>MIn47nCH+OP<*Z4EBdb5xVs6xVVPM|H?8UwEHBz9hx?5vE(?hD
zrlh?Q`1RJ4kxO~V^U?j$>AsImHe)`8wUKp2j|!@n@3{ZD=iXuMzUFg%r!FHpv*Y+o
zuTDR)GBim+jd|z})2(%8cBws=B)`I4g*Js-beSAC<bA&p+yV@0Mc~H}MnJ%Wb0Xfn
zMQOQP_BeCS;1A$xa2q{~>06Y%ns5(ZXy8G7x~|EHBaVCv@%-zv6_aG3hZlp3{5_8H
zKoqMi@G-yp(ej~<)<ZD-sFw6Ez&s!MgP2Ug2T-G~$!Bk|_@h05gsu_R@@Ndi4$Mjd
zD0VdF69=?YySas%d;a(g5Xrh7xAyAb=dWj>2++u}YAhfTH+F2k#XSeqU<pdH=>vK>
zE#FJm>+ihCPrv99kr_}+Zb2X8S%75sULMNHD;hd!hwPZ*T>x68w-hGP9^=ho5r*0^
zX;{D&4VAz)lW>Qynu@sq-?@NU1iJ*4W`XCSr0<sd&iP>S8}%!7;!;3kQ_Cy=ztpq<
zY1z}@NRuXda!g3E+_tW{);d-~s+m#{3_itIFnplWraD;kk3B^VU-lo>*%;mJT*fc|
zp-X!w05Jg8*YVoGv?8Z1niPcnZ&da4ws+m=sQ=f`YxaQaL|>BXQ~3VT+mDax3L{HO
zBP-rImDRa_skmR+81U)c!=lP9yO0$#_oIq8x%Nih-;dFE4+|>$3Pao@_)21~m%Mkr
zIe>r90(oaAf5B9O<Nbx5p*Pv?qpNFE=~qm;QFc|S0KUHnuSq1+aS>t4j#O=Uov{@<
zzp3cmq3oNI9cIk1$bSsJ4*|zS;8IM)?Zsis>mXhxd`)S#!8KN2I$&m-L?D-V0#(m~
zL$~qCw$OMrDk+_P*h}4YaG0laMfMn(I7+`kX#M1I;`AT&;sSO;9j!q%5hkT5?#;p+
z_<#Nf3=mb#K1>gw?VeDlnk3v#+sQqKs@JqrY)_M#!6J_vpxSWxxGRzbG+VqWlbHlP
zMmqN3V%{KB;J?)%wj?H>HSK@Oq?>Tzw)!+9fi`QX2Qnt-N4_pt3~tF3{UHYV7Cw>%
z*0xsG9%KTs5i&K9a1}caY3D&Wh&4H_pF0{LFRt+2Q)rWGzRE%@-uF8Ih_VY7>fjg=
zm2WN^On~vhk&SK%&Q<*c6K&ppa*d(t3GN%xk%x{GJOphq5Ayl5Wyi(j5t|RyWwvdJ
z#lih0!GQmw0kAp@(zDSB7p18wiNU>Ipv%KA*=TV|Z{GlG8$)%qdZkk7DHyO6ucZup
zLx;BrB$7)n#VetUfkT1+$4e$?J%CC(f6bc`%A67s^@ItvHgmx@U)O?K8QGvu3X>OT
zxZwBb+g?iTFEdGiaAz@-N|cs0RcI_-mX3A}+UzczM)->eeDRq9rhL{r)dxkV->s-x
z|Ccs0I_`2{{!buxW<!kXc)K(;uel=P!2=!h_qUJfB3=S}AP+Y8UXr*xh0VKtS+(Ln
zvXcl~oIDrs<&!NTWyZ}E2x%reXJUQWcOAPx9kegbo7Ke>HZ+?{_`sQbH@A+<AJL-t
zNT9Mo-1h7RA27Lm(rM*#Sl3<c)7PLzj=Y6-*DcPmE%tw78*VG#l9uNBxa%H=|D`wF
zo)U|b=$jP~a5G3@Q528OdeAw-RaE`V^>Ae6s3z-`s@au^8O4BaE_1(eOX+PNRg8E-
zSAOpIu?83mc{hX>t*y^3SLn#3NkMEcBi#6=W;Fgz1(%gB>*|bG81_=4lb?Sgtrrn9
z+^F?t4+GN_+AjQ5{84#hSCD{tQL6vr7hPo9%X5v#*DhWc8iu+>RQ=gCe#=>d?v98;
z7j*+u_0i?M>$(6q2nAO~W314@X!=;%9}wm9cA>4@;u@mDzmq!Dyemd*KNalINn(MW
zE$RO#I`4R>|2U3w#+`X*tK^Q7JxUoFcZd>2lD#FRWK=fi4xQ|gnQ<ta5E<Efr|e|!
zy~5$f@B8!c@W(yw;c<^I-|y!=Ua#j1_&ETjMVg#~MbLY{Lx;9PxaEOWCKavv>U@cC
z3wP_BwirVHG$_;L{eBSNo<?A_a_9l{0Cu5We&jo4K80*MO#5E$!!?-bMdw1JPr1Xn
zo9`~X2P{|tWwErWz^*b#5tX@_H*no)Z3XP`o^>8~Gm<av^(W@Yv@o-b^6TCAOu+AT
z5R*=`d{r)`X4F7nMp5r@7F8J4Ma)~k;IpBebM5Enfs^4Z!sY?-?K7lvMiVRI4)sT6
z+D~B`#IUSAY6PtXHWYFo&M2e)l2)IwMwB32@v(y0`bFJeVVVvl%WDtg!+t-_Fuh-H
zDlU3MR1EvBiY?&5b+yY3^V6cgz`yOGj-BwH`+<@Xi;CL*wb~>b{{EgoIDNl1srCbD
za^K(7txMKE+M%7VZ^BdA9xedWP}~=O!|^bMLvK|my+@})048+d%9oTJhsm5}#Uyd}
zuZGE8VuzhY!0;CkZ)ommSPJkB4f7_hUyLKBT-1lrjXRZN^TkuYN?Sb_v2qeIeJxS-
z8UvtdSGgtZ^b2Z6jaX}^tpa}J5LqE$SJrfha`RS4+iPG%WsEXZr)!@+cJD;~brJ)C
z+^WBP>;`utQB3V^MkX!!1opzf{9JJau$bk%17(b`jv+DaK`8-c%b##l<imUC=*yeL
z<MPs7zTIb>w3>*A{Ac^?S150QMZw?+X&1OvP%>oO91p4`lscmQtCn6|MX0s<<My?J
zyY`L&vTo$+31q#j(!owu-$!(f>hX`w31ojH<#oV;XLvqko>UbAb&*E<xoi)Q@Aw^`
zH6Z;@TQZx@_Vld1?-ASL$8CrUgSZnH()>>3i5vmfk<!KVI9mT2Tv}H-HRu2*?$Xap
z+1i+dTV5oN^=MeD{Cx<-do#&OJ?qH4cc+gB*Q$FS^i~D)hrfndkW5{N0F-D4xIrq*
zPw<OP`NKU$w#T5oAa#okaVd;QeYn7VI49TZ06Zy3llnl7x##dm?%Zef><mFf9MThG
zwif9KwwZZ%Yd*a!JG5$={sDBq`XY;m{xufTa$WHq9@X}>JAo5(0ErDSAm9Q8nC0bw
zJwLJenA`O#sMMm{SaG7QWSuV!;R6<?X?GK@3kKe$1(DKgTPfT&0kVtuSc`3FCzt@7
zk)X$Jgxln&wfR&=E|{udexS@_vYHY8BUj;5O)=B*`$mPaNiVq)d>pDCJ$d;X(2O09
zkDYD?s-OyE{D!E!M25w6-Z9=wdHAUGvC$d^m0uK@YQ_PBSpF~VyLq~426|h9sq;Wx
zQ>%+YI6Ib=D%~09DBNX{<%^Kvi@M4G;RgSd<3{u${60iEy<!Lc?EYi!LfP@u{u8CJ
zMl4Z-gie1>`4vKgZ2EoDxztl#nhq?0x_$fX;dsW-Nxj`ce-D>^y^|!$&!ADt;an%h
z-*xfli4n!icfIE#3=p?cf!r>eAyloBPiY;_dWa+Or#-+eqPNnS*)KpxZ3#mmR5LD|
zx}N<85A%>^{K=&CZ@UldLD%1{oG9!Huu&_XtM)8iD1#vcfx|5KIv`pb5cyvvwuZjb
zgKM<5&TfN2DzR=0`-GnA&K4vBw9kv{gyseK17v#`W$)!g6EE&X#Gwpke{6(KA6Q67
zWMW=KP#WA19CI{~mjT5b?<o#$3796M0^r6dKR_~}d5J>B!3)q24sng|j+@bG*=O+A
z{7$L61)rW5)s2{V)Rlg2s#|k)umwa{6|G~xv08sAC}NP1tfZ2nfRNm6)f*DGugXk(
zmK9lMbcvmK_qFdK&Js}6IKj7SJUr4a!??Sm9;9>R4F)dGPE{+ZY3ooOn3o^z9<JRo
zaui;Fd^lq2dl6Z0aJpwlw(aY>B9~{E>3%kPc7;Uj(rfxE_xIgTAGUd%<jj{6Bmm5r
z>%9cuYwUiRKRac;^q?DAJ*rf@>`MknrA-4ozqvC{ng|V!hp}d|?^nsklgHe1V;KQg
z#%2}JZzwj?Mv*E(3FuHu%=jxuhKzU1O)ZnS?U~UeFO_Zht7B<70?_3~DY)8PUh@l7
z=#bvIZ}KO;ej&APBPF0s_~n57YVPgb#1?ni{Jm#)dIo9^%tfD6S2($(Y`*3inU#1^
z^T?>l!m3H%%D1H6r?CFO$@KKO>3YcT>|voq4Ey1)g*2Lu6idzZ63qgZ5bY<4HFj^_
z1{ir6Il&0H2`~R8)d$amZ^+!);Ssq-&}l|KXIWq&s};ImA*(qp!es&`dXb^GYKWK?
zsB2j|TK_j$tu~4OTbU5h4(XFIsm-qMjDHxM^W1l3^_?zI$kAlJ-Ho)7#_YBE08CRb
z9k9`pgomPC-5%AbTX4Nr*m=!Zq%R1PS1;Cp_*`6kAqf-o1ST!Z(2KFS5;W{WhhV%3
zEn(i2+yaQAcX>nfiruG?S6^g_#RINOqFRD&Hc2B;6`X`jUO&KLW2mkL!hs9;X`iW(
zC{Ta<cKx+$X#_BDQ!`nh@Ith8<rhH;)iTubg7zHz*fH-Im@T0d(mr{&Gm`~y|G$q{
ztd}PIP2p9F!~s+@sSt<@%pqxX80sv)-R#^C56SSk8SrbW2K&3x9nUa9(+T|v6vV2T
zXfK5cA2fd13O#HYxA?#_2Az*1<3=<7Bn;MlIj-v%I}2HPzxm+7Fv|c(Rf%!ol+=^T
zbkR*dk@edK6T|7VQ*m$bw>S0O&SKL>7Dan#+<Nk|<9>!*wLZ{m%+|@+dysbgA@evQ
z-R(ohB$whMulE4|DbBkSDMJf7$30ns3))aXbf>s{2X#d7&_>`x3$t^agKx|WpgeO-
z`xa33dA`;qGMly18&Sl4$?9~&`YAc-KE0^bQk)`^%%d_fhJ2-sD4s>HXlQ`{?Ov7p
z`gf+8IBdBsL~MJkrJZpi%Zl{NxNQ5+=%6J`qaKeosf@m63e#G|b3-_(d-)#0h~0{O
z#fZ=lRFcgl-kHECx<}?Xc!x!#NazK%rAh>r0RwwHfrQbO@5jMaKagmqSuyWr)+CuL
zLT&vo-00M>^%2-ZX?2T09fEO?_V*~!_7$KW1~LaAn8X{!8;HUAN6arNsHpwh^iIKL
z7??8UvGN^6J{4{*6+tC%@1AHdS1`T~(XB=Q<%(CQ8haoR-Nyq`3uRFg!R8<bf5F=@
zw;>3aZfFQznk^VH3j55Nos^Ts6<i0<WcWMq9@lF^Q8Mpf!KfH1$lD$xRI~b=7DSWd
z(ib*|MJ@V_9t15&+HOuT)G6_E?|YP2QboOv$xKH+pi>T>XgvU!rk%i_0{l}qQTSqO
zvpKImwOWZy+1~}Xg{{AKZoHuK0+5|c%=8RZA)Q_H2TdSUf-b1xafp#jAWETE6l5FC
zKuZ8;$%7%Zv*An}yvhsk<2?l>AX>>*oKjXmhdqW~5@>%+q&d@zK;wnQ<Xl5m(QHVD
zHUjvmSn?#(+bctv(UcEI49p4xXCY`pI8x(4??{)&r#GaBhYYCGz#EDtg)f)sNI?w=
zXjB6WD5DCP-OST2a<i&)`uYm{f<tp)Y!HFyPN;g<^c;LE-Gkw>2Lr7VHF9q&twzaX
z-*by?$MszWhvJ*7{C?Ku4O(?ds4HQthF`S6D?+>CKeb;=^z0N!-=2B&Zo{VSOXFCP
z@DInIaEps7-{n+YT~<bdQieqy=j~WsuD|uC$$fsUbv<aD{>1vy1ahhgo$EsRx1Z6I
zGrfqb>twC8-gu=vY@wq6*sn|>Per&^Rj5w+T0Y{h4eQv`bMXq2-y4$Ofa{Bo%Lrm%
zTv1XA%Yk1`tDS+Fu2}e^glL94tOBq`RTRPizk3<Dq?M><m=@OJqHsJ26B<Wo&bUT=
zqKQxHwqAO1@K468?$VqAtwx$)&_v%{LkJqMhIAvn3hr3lkG+RUlvef=*!fIpiT_{Z
zh?Cq4GFdI>rxj3c*r%mmhT~6LW-k$g_!5x!@I*EKh<%Mv3pO#_e)th7Jd&&ybq@C{
zAmey%V6sL!M0<eZT<yz)t7NsD2fsE9s_NdRvl2CO)qZYSFA*-e(?qPG?D;=Fy@BDO
zVSykCo9?=1hGhKRJ|14=+yOY!<;>&Jd2UX3b?E(!hr${{KlOWVe5}w7kuVnp)5Yc(
zEj`z-xD_UG%S^84eH0}92G0f};^H@LrY&j^|CRC27#)$^Kp#evH4(@SZuNN@2EfS)
z|5uhy&BE^b(sU0hN`-7@r0NC-!wtS<bAGrR)~?cK{4wVkC}1O49#KoW30(fbrXu=F
zCfH4ehV#zf*kVG?BtusP$C*3(`J4E;3TdTzFQdQZ{S!Is=TV<E;o9N1Q@KMRcb@g5
zJS1SD9JLJkwA75PsVEDH`%Q*v*Dc}{EmCi(ivzc%@pVjczG!l>8Z97{Y8RO6xX5(>
zo$Awz9U#U9vj;6le_CtnT2Je;Lws}r_f2-~E3V%L0XbEEk)OZ#Mc$t@(^-#PiMuq=
z@lsN#8b6g)vh~ncQ6G1no&W^~H4G6>Ww1R#+G{d9m5H%r@De-~pej2~Q-%zV@gc|1
z?QW#sm!g%T=_<;f$CR%|TrgUspFet0{#c%5E`0z6LV#V*tE1lfZ9W&yK{QT{A2tMx
zfcD$6f++q6dwLJyr1i-~q|z*<iAMyq-#5?EgvHz8;vtIqRnWYd8eMP`J6XIN{Bd4D
zoZ`CgIo!6}Z$okQ-<saE|KBZe<jlDQpD|4)lMbqo2uj&O59t&7DtTUflRQ5>o(1G%
zcR^pHy>?gNJAb`)$9i{Nq#EAX&u=Hx&H}9O1L$z{N*+J314+&FIy{@W^esmwU_ZW3
zxXH5-nDHMseQ#RVdVKn-)_Ww)@7gUNgxr#A%`EkEe#nRi`1u_BIhdvesxqVl`@Fk1
z{yljl(nqtz$cpY84<o!8+Ts4y&f1MF_!_Lt`_X6YGSf%U7bpRz91KUXg}zyunRMUP
z4fd;#^S{Gj_tQUPhwXK#z@RV5b9YQhv7p3JdSZx3RRw)ztn@wna-Re4vM3s{$m6Qr
zDNTi}d9$TlD<Q4g3RP8)GVDIA;>qW`T>0>!PgnX?2yht!A;DH__+^Hhd>N@7kAURZ
za$CB#?!{9kx|S%``5&G;Z)P}lSK_wT6L+>#fXRqdk8!WWeN#->G1SSspfibp6ANM#
zLpc2^49V@(V@e0M24cFY?pQc41#g^aPt<o9G5l01g8>|d22f4dHRmAh;pe|^p1w#W
z-I5I0;6}eQ53IYQKYiizI_t0F_v@_hH=&vv(OMVI?TGY?G!KQr*4?4J1Jm+WFy!OZ
zdXx0>F$g(pudl(u8fkW3k~IcTo1zT=%4y<*103pEizdS0!rHm`BD_?MuKh@FS1J%q
zIBWyTch_x-YW?Zzxjfm+@w8{4L-=L5-fIcJirbVPMlq~c1#OCdg~H+b!oNJG$C+4c
z@?FM-_)TLB%1_z%v@K;G`b>&!yV80tyE^kp@qDKLf*%97oeJtoAc`s&Pi!NInsgDS
zCq7hv#gmxCDMKgM=5XN(u7N}iq#>%_`@%V{NEjZS2>_zJBHYieKOwvJ)=@A7unf>-
zH7|eSaJ1!IOtQ}-pByl}r0gx~_)}O$sGHloE3g1A`z{(7l{UhoS&2(G{vm;F=Mr2C
zY|BY=gtSmTo@Tn6ObSO|-tu#;XCYTWkMUjR;!<)S(+VYbio}#H9@R9}mlf5+&fphy
z7@fj_iNV4BLw6uQ-L!|Hr~FZQY*uUw8AD(4P$0qAJJjM>K?!rX#1M;~XsMc_CSzF0
zw%}#>9wR-`NGrg%OIT2z6su(UK9EA6CZ>faFHD_{EUi2~9_hJXk-G0Bomow>?Yk@V
z9o<jn$@jtU>U~0!)=x%Pd|ifLLT<GrP04ZTXR1xfjx0@knNrHK6c#%8LIzaImZuLq
z_j)B8%QANx&ZhhXRDd`tAWP(I@vn1Je)G>_c{vmGi&%RzX?-Neckh$@bEm^kZ7+u;
zQDf-u6Ms36_yrw9T7$~G&_!hMnFUQY>oFC7GC(i0c?sI*GbUe3OYmY?Et~!Xu`{AA
z2j=z*W!O-2J0eYlh0GjaDx2!-NN3Rbk##EYqC@ED{oS)v&y@$JgOX2XoEw%OqUO`f
z;-=1fUke+}4CXhcn|n?fpo?m3ON!^UG~3*twAno&9Tomb>D~Ac*4xMBz|$B0^CK5)
z!U|k^K*ca_+A{5zQQ9AqkA}`4#0AI#k|IJq(F9x><cWU%SL89&3lu~E1C-z(ASosg
zJya*V47CEP-FvF~%TP|Ui93ij64M{#&}X&fjZ$~pe400NS?--~YLo<41Hfhun0<jF
z|L9#V%>f1g4~v7;)F8%zu+2yq|94H;b5{FL+>lsYYOnY)bYDyxtCgCcAhZrBU2}Ok
z3+NqEA0@n|rQmbV;8y)eT4z9T5(pP8Jo!ZyP_0)5rtrB}7vOeNzZdYtEZHmNOi6&O
zM<FIYKt_JCO!4rZ)p0p7O;zVL8siO103Ie(d|+Z*$o)O2(3Pq$Nt?~ckJ0jpdN(PT
z&u}Y0XdZadU&NsPD$aPFKW{5(J9^nr1)K$a=~X(;@0cWy4j-_LUrf#2Nc}oi8DUgq
zCE=oE`DfC4<Xt{KPxfoI=sC(^B@0`5B}KH0BcA?PD4kjFHc#@~p5(Wh@izr@()Ob=
z_e0a&X5@c}JB<k()X9JV?MrRMIsEnQJF{20U`Aw&AWXd(3iQ63b(EGr$mSHgv#xcX
zbDn-n3~PqDM1AYa*9@1)3$%8oDF2Q9jFH2P5%Q+h=?k(g4W`V$t9Yy?+4|m`4XJNt
zC7!HD@*(7FTM;zAH|XRf+32p)(VQzu^NOD~e^j5yu>;pF&5LUAE;)TfBPdc|fVDMH
z*joN3V?;t(xIyBf`J320dJc%+K({G1uwJ|%z(6NZhJ}FX$`#}Phf;+eaYH}?a@Oo1
zj8w`OW~*)oU4)i*)|Jh2ZnhC%+WoNw4|ydpCP3>7F^8~uMfF_`bYtUHZ#JR-4%F<!
zM$}9gAW%7BTY%OHhnhE~JJRI6SF9tD?*VzQ<;n~wfWE_gd@i?X-HCC6(5uTZW`D{N
zSYId<_{<6z0v`dB3%THoPJOv=0w1vmZjjuKvJiY2A`}~_7-80}1)6_6cpz$jIz-!g
ziKs!X1FYri-A%0&B_7G?d;~1LSOb^`e}TjaXQD6rluGP!M&JUs%c>S9F#QK+;}?u%
zTDQ_Pw$t_*=>=fEr0wIg$?YmZ*pJFB%cpcS|7$wB6<KdYHGH&}o`?7=fcBs>e2rey
zNY@zjoPhvgz82DcjY0*(ZeUSwc&EOj^Z|{d(fk*QcEGo5FH8m&Qlz)khxIKwd_(Bp
zRRi%{KhKwXkei>TltupmHT#c$(1(@iiS_2$b;QKF$i%Wpd-?40T3O#Owhn4WIA2;Y
zYyL5{V|2qJzi%^C-Gt<}@JG?z1Ld*rvBkBsH!%=bcQ~s0P^%*Yk?!~^R7_m8=B99Y
z*465~#>%E2WOeKD_S!4sch8KkJ)F)^Jh34!BqeE)9gYsh$4dhiJ4e5Mjq-P1KQLZ>
zZ=G4|iY9KA#Bvm^f{lK%6sN6Q-yW@YT_F6O`!(69@%XOK*MA-suUr&Nt=%g7f2SwS
zeB?Ig;xXb|cVrk%p?R`G<-p%=ZTp@P(hR+={rw>*=~;us>>3j}Ye?_OTAq|lp#=S3
z5cTRX7dt_gVwmE|NSv1i$hO*X7O5ghLfsDg?xqpC7lmSj&%JP7zI0)lWUGv8v3YC@
zbeN_N6j`mQoI<?_E`RVp2xp9p;co(vkcQ`T%No7#N`5=`^dG!*8leMZz)$s#GIvSh
zkR_Hnz$+I$)J&$MJ(f;p0F+Z%k&m4g6UNADV6p(qJlOxeRWvC`VCrf2vFsAzf;$Ow
z8*rYyZ(;i1*o$9MN9SfrP0=nxH*_1sH1dGtfdCU|{k;aQoO|OUH}oL^%}L3(KNl<k
zKqFCy0)-c4##mvU=Ax&~5+Ul0k}Nh{70u=Oh#PMiMp=SUyd$+*EOvkzKZ+sJ?dhix
zR}|-+0IJlsz^W(^gztRQ_6AMZ6}%dVPm`WAh_GM>EASKxQ_x&US=vrq+fEfb>^AUO
zUjM8aa34rI+ZnHs&c7uEXfBy;xAY=asTc)SR`j*DV*6`yO!x7KD2Fb1Uzif(SM6C(
zky{)3PD@#woch3>bT-C7`<OP?OAfi7CUokjwh_`=$)vf?6D}*A_|%pz_D!v_XR+X}
zlLOf+fzHJi0lNO74iTt<e-Y8MLF^H`$N#iY%%x5Yo!fiEJd(5BLQ)VG9*jaU1t(xp
z+#t{}ugDki$c{dikUkbV@yHPQ)UZ%&GcD)|>J<WZ@<)6J6!ToPVcNpIsDR+{_(LSH
zOPyEKQ5>ZVS)KX-XS)puh(Z~6U8M;EYPLNWuo-#LW>X$o<$vgUj^<wvw4wWT<ZMX$
z>(KHJK=0pc&!VWl1EA@YVvf)(Ym18j4h-u>^HCW_=f)TVFtw~B)rZ9Aku6*S*O>(X
z@}o;<7EtKm9sz>-5_AnKc|J!;To33A&hy51DL`HHv+-ar+ByK>@bE9}hx@+#h&D0z
zapXG1%}QDNzI01GfWC=$v4W%Rk9(!_aA?(lox5#8v#S0C>u8U^o5hyJl4&BnH8E_S
zf&xTd3G3jstkbMM>*?jM>#Re^wCewhOtH+Cm@^LrB^Se6Yn*^dtl;BEYOfeyu6fQ@
zp=&VB|L5fr)_5R^p$k9}Zzf#faqMePG5C7(gK<T*BX;6S=dk4O0ih8Gm*$M=&h&>D
z!Qc>mk>$gNT4iaIMu2Cv*tt-XP4z!V=7K1MlSfI(I5GXw)L?qs!BT~$a+FE)KDWF7
zR;__=<JTa4AXM!k04-G7xe=qVH8Q2NPRn{R12wQxV8XY|nwZ)#R-s7$2N}HW9`@(Q
zr3W@%HMt*DWQ7(i6#Y26k(`A~ny{++WCA!HWF$HCna-*zU#_4?H}!r_U2DFSY@rTI
zp+PfL!NKQAt(xVF5yKR!duvX_w^dh%K(@a}K$$Z68_c~vY4kzazwpoHM9oMax5>SO
zs3)Ffb@GP3G8Ud!4bXm>ZivBMLxZ7^h`nEb*Y>eBDZf95Z2YV0{CmDl_jOmA^k;s<
zh4rTYuI_lW^yRbDgvF**h5hF%TP~|o4L{y4lSX@@Uk|9(%2F<DSu59Lh;1+BDMXv?
z=)GGWKxpYfeAO3W`52()zD-&0<?B7D(o1qgTB<WH^ne6mnKq#P{VH+zU{rvN5)n5U
zzWXx+z57S;<K#DyZuL2U#yEzI0V;i~YviomUqZov=n6rLCE#rLpfoO4{C;m8)~*x4
zselz4B?(*1gR4!oB@dA4OdxA$ubTkVpHBo*N1Pv#?k03}BLKH8e<0vW7l4&v_cdam
zR{`~AWJF&OP?WczqgjEjah-4?%}?4nZJSl~1Y(_iD5N{%P0VlqBL7tQ;OEU8k4$t<
zPtO+OZ-sP;GeHx007+AES;1#~>4br4vh}m;JWm~;enC)R9Bl0TORHavUoNp1bPo)B
zk6Yc%;;6KC`wrw0{`LVU8PT?`NL+n47I$0i1qnri#CokLl8&0jpB-AwU$3Cf)OqXT
zTX7_P61tLdGJ0*VOf^7lJ6h)I`3v~D*8eQUIqGShQydEcQ%?ZNADvK8zmLV!&KA&Q
z&vTc(kbjI#cM7^{Z%QJhU%Q>_9YHy5ypApJ0{)gOuqEOC+)vpvdS{!NUBJ=Z^kfgc
zaIjVL9Fg&1^c4HkJ1S6dx=dSjNSv2S;FUR0$dsLZ{r(ioO@|JO=lq9kaCYoCw5C1>
z0~`D~xIVChyC$<Y5~4vAq^(u~d_Q?d_?7=>9Y)i`WA!&)-~Z+!I^g*>@kc<&iTeE=
z&4lU5uQi{{-U<I$@d%jS&VFzHh2<qzWYH*#&aKGsTP$yG9eo?EihuINK7p%^>&vQG
z*u#(JXTAM6oj1oxProO9zQrvx&e@)nd}3PB`fV87f@~M!&9<wwjV-j<gR0%I59EAc
z!`pGOA?bcNG3aaWv=2qS@Lke|@>6=flwWT)|L@j-i&^eKp|KokUZdNf$`yCD5GBrS
z6*gl?Oq@KwHv+xee5Qhw;-LMx^zQ(*Pcys15D|qvhd&42wXmss4hD>pvKRnHYR+uy
zMTMEjN0j*mwt{azrL=yhs1ZMs!Li%q4j+m}TCcEGLnK;;je_qv7<Xu!l^!BNy;}lg
z0&E-5k9ZechAA+5vOtZpGH`eT@Xk&s+pTj!AX7w2DqB?*w5OqAcXb(V(1OJ8hd;C+
z55*_cA(dFpas6#8#W|NqG!fP&50lIW6L|o++xKJW1Fra~b6iskfEm36{HK2=wxyFh
zBgt7g9_3Z98*5*emIr)qbgTI8U0mnzIs3@ZbgCzAa4}>WETOW!GILf;<FJl9Fo^yv
zbU9pSEm~LkLY&tiaz9RWJxuI{L8`)Hg3Knr{14CBt-<`4$F8hWb`N=}hmYsrHiw`+
z8ZHrRS+p6KRw+afFu?-}a5C(~wlM#j?LHJN0kF*35NS?jz5g%3$t^4Od$U7G83dq#
zR~|OjcfxuXB`KAiT@E~TnA=^QyFhLUL%j;ftoAZLdpWZrOZKGPr<bX34dQ76;|*3$
z?VPUy(*Ynz3)0@Yf_Dz@&Z8#+^-8}|GjWp%yGEzR$?(5(Dh6wFqbpjlb}%{{n<|)H
z&ES98Z~3LyHG3mo?HgAj0)c^a9R!=&iMLw9={+L1q@sc&538B8*<y;6MM5D0rkOo+
zAy%E#Alu6#ArpL?Q9$KQ?R%ky4Lj3;;BGx*e*>Wv5MgRzQfNCwwpBCMhbjcmzK}A2
z-3&JQ8l<4sPg8d@ea@M2{GN4-O#9Sr{1tiydfs1ai@Z@&?R7jL3EEyZh%q|3C<yTR
z{=Ys9{$DO)@j#yO3AnrzG4Y(qUgM8Kp;1&}hz5lAjkZLvv=Qt;>n2X%n*i+93l<%$
zIpS)9gf^XyItL`vZj55TD}`UI8@@SzSB!IN!QguQ1mYR+)zg2~{91~d)?{4A^9u_o
zPvMk@x7S(o+SUUXW$b^-E6FPT_;&7m>`ytF0mUx2uYYztPg@<SO%yT}OLADBu~vz$
znc!x)L(L9(R9eD?!E@fJD*<4H2Co|8O|7&gzTPp<M!c$DcvY`UYuCw04}(;Hk$bK4
z>Mz#$FZPwbnm%o7x7kyh+O_8(3>WNvC$f9O!$1zsKnoruANVO)NV9gOw^`{ff)j-T
zYE&=?a?39>wd87<m1F20^VPbddEuS=x`)tbM5+T!@7GESMt+w;%Dv)c<Dpr<;sy6G
zo3S?#CbWQJW>0-v2r-Ki-4Hc;nrQt6U3LaZIaFWaSr~p=v$amgv<FF(twFRYfHNdr
z%<^Xi8(3WVM-6f3SD*o}C^X|418#G!d^LP)=)iAhC`8(J&ET;z4<JxmgL5lRO1rz8
zY%SGH^n7UdF2B+_$|gmt@Z+{Z?H?tH@890cAEZruk1F=%bKZ5cn_lew(KY-_Yhm!0
zb{e*FXP&y10DJOqA#MZP{^VWAl(9VD1nYrq*U%)*IK7^VjK|KrxJtCuuJ1x;bLI}*
zZ-d;Dw+r{#=$y+eJwjf8w_d&<PPyqvuJ+H{-Bfkk{uf(hiTj$SaMSxAP}-4lz{jjR
z+iO!*Ilh~nrSHU{RdR0)lbpqRtx{4(Vt5~2sQP@fzsWTv%jQEV!o(Z^u3E<~GLhBd
zzVK+cGyhh$*2FY15;e4eBh1=-DQ`eN-@P(SH-VF$b?>4)J&ER(?N#w*?faV9_haz}
zouXX77`=maFN$$VCxl`<T2UgISGhh8sjo|OpP8P5*`|p$kI4AkUU+>OvE?rX5xCC;
zcOteTK9hp15V@qFBz-+F1JLmS4?^|7P53_e)m|ZkeuE2hV4){u)EWGy!2JiI*f2Rm
zHDTSXpy0<`uxk{&Tp&91Q5M<;5-gzh^4@O@S|;~m#2VbsUzX@6OX??MfZw-5JxN2K
z3Kt;)TS%ZUjD+J^L3e21`zQjAdVzbCAofCjebsy}POoP31Z7j9Hj#O0x@Y(C1vH<-
zAfGO9vg<SIk5EOzULd&d;Squ~<cBPUudE+@&*TPF`onsk=8G^-&(ta>sq4~EzX3M=
zCU03Rwf%+KMl+G9Kz|l5AViz-G-wVJi`5G|iQ@5YXPS<CnxRh}n-kA{R?v%mH`+(K
z*cz0YlPHJ@g<8fxH-G`U%kQ7>24N>s*}if42vBJTM%`nbP3HW5{rX#bgSEtud(H*1
zBQW|()Z3?Bagq@={)+qODT1LvbfRFU$55^>m$6I>LKp7p$VMj#U}Riusl2F8QD3<4
z+##Dj$K?+ynTIGEe^@UCfnuSw*-5a_fcGe7xdhf*Nowyu^<75@B4lEyWiPO3lHSqz
zS9#MMo#GK%sbO7a_l2i=^NiH#?i^L!(kG*yphlXdKcMr=j-kuOf5b`+UX)M~QACa9
z2Jynz#l=9b6J_HMcx;69tfU8tTBS)?!HvmlP}<rqnE`~8;m+@~E@u0_2-qj%Z0v-(
zc&PCAucSrR=a`ATw_Ul8FF@s_4w`Lg4W{;3RtOBj{D=N3jCacqzt^UECe(Fe@Rh21
z&)g;B_TFGh+Z_CLI`ViXgk#rQ`BY7B9ITQzv#Ut5`nhfnTSM0blb~>xqk!9TdmYPc
zd(hcbV$d>yP83ae>$J7l!?uM+kmnob8$H3kF02-Qd6ZW3q`{_1-(zW&JnJUcg@kW+
z$$zUTJsL{<(+%_F2a<~=2`UM-mipuv&T?6&o)uWrJGI-*&?3^UA{qz=@}7bD$}v*n
z$oxlegf&Wy+5$f={<6}Yw@Ku2n9fqGU9DcM1u(q6Cn{#};kpyUhst}BfaaPy74FX2
zDiI>1!AfWmHWduz@#%mlUx5TbthN?*w?2Ei4oyso68uDYXl2H61N+b1>P`6cxVvc7
zIfH*lPF+UO0vjeh?!NGWgOxIBB*dE!3$HQoE&ZF3=Uz5`TXCZWsZdK5V6*TFScv_s
z9(N~P<i6{yK@4Kqhw{A+yo~;kqY?V;F~N=}xjD3pf!T$Lf=5yCPt@;M_TES@wD|h$
zn&izP(4+05kQSzVf2vb`#_L#g^T#$OYE8msAr12_Os82~9hH4aQx-QM!DMa2myU@S
zy$ib-!RMu&ZZ&2TBY!GpMoJI|Jt+zr-Ar_nlNxts7<P%ixf5|b`w8YJBDr+Oqdf(i
z%=CqUG+JOEIcaRf{kOVwsrpk<!0Zg6%U=dlKL4|;y3yTf_0sBbga7_eN#i1%HJ$vn
z_&mHv$J+V=ap$c2WW0;)v)g_$-r1CLk>uk}*kp*?&-&U$FEAUy>L>e$GH`EJzAdTo
z!VWcPpNl>8(E2!?wD3Dc+D8vP_U2$XV=?m|AF1YK?`{JaxuXK9{$KTJTYwmZH(N%$
zIY%n|p!ny47N$$5chdq%;m6fcrUdYPHNI&EE|?4dERY_%26WRw0<fnLV4_<G!p<}S
zOfvHP+f{SNSQKjQ09V?Odw}DKz7l|<xV{o*hgh^UGeW{p_z=L<p0oXPm`u&ke)tis
zFb4F=J#FnszKMSmWR~bHQ_|cZ5D)X6`RmuFnu@xjTB42R{?110c0$M}F~+ecoF%0q
zR@6Z2k>6NZR#$`1mia291hkC;*RKhRy)x})r%(lH<;2{h<)0~)3KykNA$|M*HU*j~
z6W<U0M$SR$Myg}`9rWunR1bxj4*Z-CQs3-a|0S<pE_NfhwIEYZArw{CJuA}w$>?SO
zMkBNXavE9oO2Ke~B18)6X#1pGIDdmQ+jV6l51l5<AOA+VUt%Xa#hNicNrF)N&Bt}{
zY-YvVcqA#;x)+(eN7Ed5N(}0Nb@B~BpRwB7GLy%W#3aaTnfDR>WC4%l=<=&D8jo_C
zW7s!zU=`Cp=wJ*%EvcrZgF)l9c3XyM4)&j$+e)yYufZqzWpgi~{3WO7lcQ^4;vb$o
zUcZ&}=A|&xrm)VXPVtL(i!R|dFM>Beoo!x{9+kH!E<##A_N~j^@OpQeRT$U66`~}5
z@I7(0Sh~;RN$QwI96+&<kS;`sONcwaxNl%%QE&aUQsAcgkDGV6Dh+qwcdp40+bhvS
z-r`kOZ|Q=^9_Jor6NCEKBo8@EI*bvrjGyUUKFmBWK7={B?EzYXC6oLR9=o|^5KDXA
zDQ1jmOgfmFsc7iHwho<q4L(O|yG_qw(u?1xd4N!E7=it5s__K?cw&e$y4EmM{|elO
zh~2V=L<nNOG9W{PsRfnU*hKy@v_h~USRwU)&_2ypSUE&YT%#k~HAUpUz_mr5Z)e~q
zg_)`Ukk4;`nvrYYu+0C+9qi~m=xN_G_E7wSLvq}5%NGHiUf==FY#v3X?gg-*cS6Rs
zaHAc;DMSs9GhBD#QodX-^0RRN0{q}c^|GUjboUGC{^=(l#~-CtgS(^|Z}%}mjW{nC
zNGTeb`(&3E7h(P(`xoJ3V^Dn#-px<C;=E5mG&mV8dAVrk3SExM;Mki{&e)qnlYeCz
z3vB(~w6(9i?-__ps=oQa**W#kn4g3B;pn#HxJRXhi%Ub}x9u5AXL*m3nqTDy^aR|r
zv+->+DbJe^JZ?VRaY}vVk~T4>&{!MrR%3fF^-oK}J5tHJq|{B{OP8cZ<kL%>*9%{(
z7)^SVz3Rw_8=VRpEB$FboA@nD%HICPpOvkp5^aX5oCS~f?b|F-$T=RgVbahST?Jw7
znmLZyMYgGL3Uytg72~X>y&)~nR4ib8*T}Z5*W(yD)dJDH>1{{^1~o-*%zg!|O#vvW
zYUgWeKSY>k4StZ?kVE5GG{dQlly_hQJ3DdH#z<z)hM#U9N(l^$J597vBUA6_tsJ3a
zgML7GcNTt_O;}=v6`2HKvZt6H0f{XeIU>p}bP5Lf2PG^=F&<S#i2)B{REP+q9Xf0;
z2>XYj3s_sco2niT>C|b))4vFV?3TC5FoGCp#UPI*#;yly1)`gQdH$wA#3=-LP0TM4
z_RmU-$Hki`2O+{_TPGxl&FH}=-VotzK|x;O$^v0V?_eXS_v>T7)%h0a;Y;*ttb2ew
z3|Ih|umBIf{1*`op?vzPTj{a^zBO;&r~aPkIG)l5OVUpEq1e>)gD(IK0$Ozlt5|5s
zFjp`?pui3V`W7>Y3a;gMshuqwEq$SY!o_Z}sAocV0WG6GEY&D6mGN6RhBiCpRys-_
z7-r=oo_@s2u!S0!UxjIYUr;x{4lKT3g4Dtgeq{jp=bk--!Q_mngg$IW`}+)ooYnp_
z&^#a&YJovc^e>&jE}bmP?ex9+D+viU50qqwSdZBuU_j(v5EpY|eCl?-of073BGIq|
zAs@jJ00WEwc4Q4_cxcmq7oi~W+!rWZ9L{LzpU__SWTJ%|$*k#QK8;!Ey8Lq!zUB2w
z$xKZ~6GnA)PXc}@99LAmR4bFa`aNd#Te1~3R5$5EN_EBAH2k!6Dt)cZ(LN;uckAQ=
z?}U4UdDhQEU0>Ed^`8{|Rl$IeYR}br*c<-jL)lZXA8X%b$N3Yv`okYPaFp8LNHk<A
zJ(>I=1={T%seL_`hX2z~$3uh%fT4{*0}aT7|3ChC2WEAl+kEM1^+eCi=;W`_j-Jtu
z$$^fJ%ip@&9Lj$j3VI6j$lu+A9*3X$@kn*0I4?2}Kwq^(LBf|(l)6OTv0i6nSN~}0
z))^NOlUwoeL5ah8b?MrlrjlL5RYUanZmtw*Uw-kY@{OYfcxlrCA#yyUX7^q9qP!KQ
zEz%f`CVjz`*6+<NeUtCZsJ~4lcu{t7KKykfq^XR<rdroy@|!%Dw4FMS1H#C!D~n(y
zu;*@Fjq_o_yCP`Sh^Jw~YpGtVgoKfgoTfZH23%Yg{43UVfAuTxe1eMewj-Zz+(|LB
z{ce@^GG_T)EQ~nXL2b4GzuAuLmVFZUHbg{IO!qw%CPv4A^G3~9Mz&GzbHkpC@3PIf
zz8YzYbFnd+hU!)rim`$~0sv^X2Y6DN#p=^+VeZg$DFn>ZEb;)9rc6a5&}%pzL)CRC
zFhm?(*pix^2wGoVgji;n3nZ4%or8-5LxDA68JdlSObzJ0SPTJwVoUNXpttZJ_Va)7
zznqcR-iS&8e1#qIW-cjNLIOSHc(#5c;?LWl_X=P<>sx(Q7{$hifj>qNxQ8z?Z^P%v
z#%!nfk3ypOC>qd@s|$BhL>`F+H_vh!0_gWUg$7|37)BUG<R5_KY7pzoA3PYHV+PNG
zpA-H)d8|f9tqE)ox^L36J|%40NL-o9$1Fg~IOaqQ683me4w%^15*ap9kS`wrTyQtl
zAf_aNlOU!ORGH8hQDsZb!qzhI3x!B531u=(2xPRgbSKbnVMG5gZ&7npDc*9jcW;0H
zxs2sQmZ6+54$w**SKiAHoJhG4L@USyxwDn=N(76dqkhACei(QAFkXqtfR!_sU*f)!
zMVebBZ5X0L@8fD(aes$oL@H6XnLmF7k5+h`?wKpLtLq?@D|qrsQwkP(nBa{<_&_jg
zMdI0zc9i`(f|m2n;|ui58tbr1jhmb&<6KsSJ)0$i>qP_GU;E%rDA4smSg3fB%`t$_
zm2qVjS#US+xC*Q)?i>NMzpSc-!Vq-L%(H8-IXHjiKj@`q<rqBrxwn_b=9QR8XB0vP
zkASHc(?S4xY8WC0RrwX|KHiz<=@Q`aGja9U**EJ=S2%de`gY}}L-%}C5}W!~!1CIT
zvA)`te}WP0W<a3zZvm~=E%+ciWyqgMViKNhnm8hB?m_dKk@e$mRvKo$?VhAl@Dywn
zx`wzNDLy;nc{FwYwe_IGxXe#20jX<yN^^#D`v-+bu+}60dcNHIJ%GvZJmUovNh3w8
z(G6ZerkMw_5q+qkWMpk_jx@CP<0mJ|E_ifF&T?~?*?yp2Y7;{q-A8i$Wd~(hhtswK
z8O^B(zNY7g!*Z8KkJ^zj`%G@vyTMpEBUh{XmlPCd;Z@#3qMA@|%K<o3w^lE;UszM{
z9;bKLnU|JNEw1i|lxe+4Go6tbU*)mKebr1LS^>mo+`QuRP0{LAsqhDIcsRgwz(e$i
zmQnJ!#kOULw?*t_W4oX6e-59rD%aA$i9wye9<44Fd%hi0ikVPa7x0MkkwBLXmw7vN
zBA+)S%M=0KUK9bmy4MlTOF<nW?`2W4^Z_liDX;;`GR%`0F6w3B#ONDe7#*T}^zaY=
z{m2dWE9{{+tR=Add&5u8+C=C>;C?S@{9l41Zjs+RSz9KkJ<fWZ_;SfX?8Swh521Yt
z*^CMK2112np_^~xw1O%-^cn?G<+n|$0t%iz4)rjv$x`X{)bpEb8FA?P)~dI9*E6a8
z<jI!^xu;g9v7Yu1eg$0;=bvQd;4RU+Y;yQFHc~ocg1oUF)s(jDmv_?bOJfO-Ogn#-
zz1mkmb}3~=`#S$S-&~vpGD~lq9XTLi$u8IKHm2})MnL_QR0-P?&DHq;34#}^7_lRL
z{uBMn^Y~E5QFU|stn#E?I4R2CZ@v3&600pQXn($gCYkB#bRc{P>E~L?L2Ls%o;;#m
z7%Nbb*Yl|N_sjc$vZ2s$O*8@R^lsWrI0o36wop-q7`!*%3O}J%n+N|vrYTZM!eW}z
zcKp&Mtn2;kPIQ1ad<o$DtTBdO+5UMs*GQ%e)Y^*N3LaoGp#DV-{&{)!RDyuJGSz}4
z?$0H5{X!O_y-qg39;L~Dek)g&milTg_vHSjsS3ILgl<ZVNiLPBq3QO<`;ms}qX*iy
z4vzvJJ)}RwO@wxrIrJqF&U4VP9CRQV41CJPKW`?L6D7yT67B8#I-8%|s~PK|Il3R9
z(3+{VwktU>zP9h95+JQIHLB+x8CU<|^vID!jq|R~JwYe2mPyW5M1!Inm7V=c;k3E_
zJSyWw(?>~q=Wlk`l8iE?19IO`f<v1e>fYoVUqS8-&Q95!xlNn}I<(z71uNt-wD$*1
z&YlwCOS1&eo-0rP*ms_lKj0s&Zg3fZA6GWDOp(4M&+Zu?q!RYcN#`Btl5c*m#!h~x
zXVYzZ-lItNpFMo7Bbu*7<k^QN66QU~E&Z2P9M}m?V~}|lA5!aCG+CP#DBDHgT3ZWR
z1h+P#f;b3678o0$1d^$jXclmUEX~ivmMh*PO7AR^uZs?(8ZKLn@mMg3)YVn~^YQAa
znkX#l88yD~GVfqhif3FeQ9i=>R@9grtNcyYn{sMr7ccr=yjZunF*r7sR$QQLVOiHy
z@!VLG{5>p<WjUp&_ct&i;p|9S*5r8>;*ck;qs<zovlkwr_CFFPs5Mj9hL_mklcQgB
z@@NweYSqa)ilYg@gJ@glLdY#Vkl<?0D}miZNG~0henQBL)7Fc~WFk#UgX@uj#ywnH
z#0Gs~KStCwSrne{9X>f@v<V2j!nD=AUaB<Q;>K`?{@8-^g0gNo+xE}Hnbq5&T5QG6
z27m}D0AO!0v!9}DQaP}IIg$*ZF&1P#h^SwSGPu8T2vxvjJ#@S#Q(;rjE{-6&yN&-w
zW)=pTTr?@WSq8h2LjkP2^L<5vuBV`V;Nj@{k^=jc#yOeF7YS&gUUNlRUo9QDCwGK=
zHP|x|mqZ5$&KBVwJgd7c2RQX)dqqQ2U82V1hqHsy_hG{ixExc(e||SicPZI;UDQ}s
zk?Z)xd3VE%S83DSeAeX{8mS=*Y2PN&XdrfmkbjkapsCazA?q4Fp1&Jt4*R3J2Yqm~
zWNkK_lDZQAq~xynAJ)Xu3Cnt)m-BzByf@7%<VQZcNIaZQOQ^gh5MX}i)p^B)3UzsU
zXU&yVLVQ^8w`>9vmJmJ%=hi$?$VRU%h8$fd+cNKKjC{7|ghBXPfvrYCVA&QL$f^_%
zM8E@VDKM3{JWT;)$(d2*i8)7-WDGNBK%jYQjtrw+2J&S057LB@Pa&g#CqF4h=Ww{`
zE8>S)|03ozz-Gm_EWkW@0V{v{;|SVDAhrGESjng)AJfCV`u%mL<C$8aA7k;r%A>Na
z9}{s(YEza3{QnAgbhC6I;TEihXH0Df&VY0ee1Tb8)kNirLl*dS)1j5#W#L=j!UX|I
z{yJAT^~fD645W)2@(qoGwDjA`fQe;HV~ijH+6M^rp9dPxpq7kk)hHVt+Dt&|Es*CW
zU}?dwP{tf2DB&wGM^J#OS8M41;5FLht^aZtVeu*$4`_^>AVpI)sVLnOs2cd$6<Ghx
z_s9|i3>i}%v0hC+f6g;sous6bj}2vw%1lAI5<Tp4MS*T)Vi3a%K$k`6Fq$yFwrf$g
zSHNM2HL1{duP!q@Ks={wp+5~A=6zYit3c0G9+zX;GWOlJj43-(QyiF}RN~Px9HI1y
zd<J?3U2)?TOSisPIGJA<1*sXyG$ZfbqYJJHgoRp|vlZJUzn1|*#}2d|&p*2bq96t)
z*r(>ZcP=4dGuQrqcOc5^&V*O+r0x~iPK(@*+V|I(HMj){Ft+70LL4RgwA%ooHs>o}
z#i@r{=itWRaN)rD{!*n+Kq92Jsy_Je9Q@5M`6n_En;Zn}pb4>hywyG$3MY1TtS@Wv
zEh{tuWsH4MFL3z5gI~rjkMwnwFdBn1CYDnn96`CrWhp+qbB!~%g~9D9#V}Jni~b|^
zZ+Mw>k#7n$r1e|FDSCh+<m-B(Vw02q*z(}c^`b*FBo18`12tLfsk3z58;KAqR#jd(
zOh0YS{J&R~2@m<<tDJ`})1Wlx5NRG$w|Fd7T=stT3h=Jk9zX|K0l3fW@U&^3S}zH+
zrCP7@q@tqgqEF+3#(GJbJAgf5i|4RL%BE@JL}KCZVsAs&@Ql_<=V*AEIx}`j=7H^f
zS4*{}!qk7qw-W9ujr~iTke!)2np^tP1yA$Z-#?%AA!ojB_=k(OIv?)(N?EtB@jr@&
z11~@+#EB9|%6d9d<zG@4zu$K3xz*Xg(W;BCioe5x-eQhkL=@5X`Pwfs`L2&NX{WUV
zJec<5<mvcw8}9wd*3M+((a4`CxYStGE74x7`1E=~mG6q8*-{>+4mIc=14{v28-f}o
zh<8upeW$RFc>gb*gNOrlq(gaA?u6cBS`J?NC#8u5aIJ{u0u7lub4wbhv!Q>DYJ4Fp
z2^F6^p1W45ecQQS>vD<Fd-3JI<=;Z=Yyz-Ws`3~h$9)5)OhEVsPBJkfff0?N)r^>n
zOI0-rpbM$0r$^t5UWOWx02%b#3{^t_uMZr}6g9*?$NgW((7aRdC?L;RgOBKw%YfrF
z9zFDP7jD4ZSc%>{>;t}mt;h$|9E@Ha68`k`(hU;xg~qzK3-I6nT)}2%U>F<kVIP1$
z7<pk9%DC&g2W@^h685wiIIf<Gz?b4^Q?6QFdl(b8Ak^wru7{lv)>h{T<(!aubbmb%
z8z==S5w!f;AAAFhVEKGZy`+)KmMvKAWI#*Z0ILbd&|C<F`&F6JzoVCMd%h%7PQA-v
zb}jB{_Ei(wW&*Ho;i&6koMso|FJM$l)Jk(P<ODnQCh-<(5I14~DN=h}B5xr?ke1<&
z0pV;ZG%_C{DBt4DIEULiV#wO$P)A&1SC<nCv8B6n(Fg?tu{DUx=F-G*eNz(mfYJ)k
ziiEcNduyM6z$%!8YQpXYqCP$|Wdo8P3=4lD(@J|)EK_{z1XtgB52hTXedAJG6?6Yl
zBmx5XKUA1C7ZHqP1U1mf(_yx<o|ZK}rTQbV5q{=$=v(M6W%TUG(80Q}=K_M(?xO%K
z$=Fc0q!@G>*s>oU*5|w&FX_NB@P*@$fE&C22U(04NAO#;0SPeALBzf8&cwTNfqu``
zC^mwyM3^1N6R;W^gts-2D}trwe+Izr*s3VV4NvL_QWBsNu)1B(#M$0=6NBdpHdRe#
zpf%E{pL{o$K8$;9N7w$SIB-o>jV<&<%Iplc1ErS=xarq30t6v6%)xUTYu)HT1dLfD
zVXIdm1g@IFOMdRR)>baC06%kKvGhqgfHthoY$+aghCKe7rgGNGAcB5Q@$WhV%U3@v
z&95^|7*9y@LkLx<-0&K{F<XWClhD}9rRDJHQEjVn6}veC*nB~P-5$hH@3n<dSr%n}
z|3JVwMKTjL3gY&m?gGnj#)NG3FE#o?QZ{jU>;N(TJ9{tO@5Yj9fdRE#8l)k+VY*G(
zBB{2HwpQWvw&L2>wxM5RTAzI{oC;|Zik|bXcp$)sZ98n;jjo-sC=KirB4F<B(O9oE
zCn+9qv3gXZU4tL62&Xs14-P(Jnpb-6eGFsyh%BphGLPzgUsBg)M03uw2KT~vv?FU2
za6hENj$Ok~j&%X9*5^|vO$@Mf6o8G;zK;`ti9N^U%LIn#CtNTTG8{ra?<2nDBA@kA
zX}rUiU+b=x>yD-+X;fu4{>F=ri|LG3*oA!7zb5gKkx^(yll`k*f$@itB8wf%F9!v~
zVHa8AjF6MPR2``{qwgJ3C9~=-$97J;QG?@>`1_cZ5_sM<iX0m_9Ng3BG&J97C}QHD
z&_5m;+qmlqxY5J%prs*P5lIifH+gvc{KUgLv!z6C8A{RXl=4%ZJQ+>Maw(1S^Yq^`
zpJ=MNaeT`VrP~6dfBMfnZWrhzKJk)Y1EI~$)%N!gjr=<#r@e(FnrZ8Q>F4#kTaHN&
z{e9M#fHngC*YjUaV_PEaLK}ZPdW~52<B;b6$H%cf&{)hAs3>5lxnNzu$DsudIwDY>
z0#$$#fX1yG4hGtdw2fd!2xJZ?|8N_<y)=^)y&JI3+XB7onYu^wZm;#%@hW}~*p!-_
z;Z~zC=n23pr$9y7>wmNWXLTkmwhTnWCkSheM^Mk=x+edQ<$(u5FJJzwe!}M>GHGpD
zR>Ur~y5thvB2h@m%C7m6U6WN`lUtl$_!%!EFDrXXfST0yd$}b7y|)jmk#>LM;aa|`
zw5K40>b6&73YP3j>?n6wtPa;d4MCz>^lk%YJ0r0P3#nkIX9%8QN2_9sWOVYP`-TNF
z;crXdeqO>0_$Wx)DqfFI)iZvKaH`s^be?5D12-vFouv!N<=%D8BDY{~52Zt^{d?-a
zz&!W)3G2JP8>(r?bG6$Ep5aRI<a=aQ_&p=fMRjDz1<Kg78DCFAa@y{$U4~}}T!s|1
zH|s;O`}5)7RO@@X#@0$trR_@M&$GT4=zn^rLW^)1vi~2HXi^7i75F~O#(wu4Py)0g
znQMhueXm6`{_fPg5MNQO&D$iyZNVVXSXaE|^R%OiP*_wjYFzO$k8$Ig&W5nq#m>S@
zS{s*esTaYipXgIl&r(x;E?try8P6;#+Ab`)ZD9Gmsjw!e!p2;4r}LnA)M0%Nz7e+2
zcbLQUt*r(5`5L(66Hy~S6*#$E@FQ!|zs|!d>3fl09267;$Zs^D7P#f3t)@iq(e`T)
zFtDbk?}I-(g7T|B55~6w&Ji@?3UHq#gTT}UuVvQhblL)MvF6&u)9ge0vF}F@=z`#L
z0~aWB+NWUYNa4#1aOH&mI6CiWs{cQZ=epc$-iwT^dr4MiNk+NXic+=^S((+>NcOm{
z5mJ&0Ss_t24SVmA5!riZueiA5_wM(f<2ctn_kKR_&ucuN&xh-6n(%6vJNz9Cnjr0}
z96a}hc2nkZHpEVsf<E|V{`Mb(p--{l{r^9V22qi%CsG3D!mLt}doa3L*v$%KUV#r2
z7_N6>b$Q0{`&5}1*pUi&Ap6ipYtsO`U`S{Ks8R0N*if3E<WX$>9DJi9a8aMtDM%|6
z&oq*gd4cmzG>ha-gBDCnk=$|QZ7}mG`z7y~>(={olzxGeW=xs>CPm$2dMln-`-$eX
zJI00x;l3Fwv%q=(<t$4497TVs7D8%nHTix$|53n5Kk$yCWL}1?<FRu0et`O{L>M^;
zVsmS76>SHY+i~Q`=)<<%|Ck=6tZNOAFcua4u{QAh^65u;X;E$+Iq<)QKWocu?+UfL
zCYawAtcqIIezMt2p7i=@&Xe~`o<rE}mfk2UXSt-Dqn3M*Ykd;wWVAW2;!PRhYZHNC
z+Jkdy0CNDiUq*lRf9al}1RF88l{9TdA+{)4M^0T~nWjj|HtE@M)B>s_0(1IVm8+gG
zafG>D{g`A_=S%)M?Oj(F;V0UpN0ii|*a#zY*k7;&zZK(niNw{D8|g9noMTSsksQU2
z$7YaDn@qv?j}FR@5O6Wv@HU4lr5E?qh5Aa0S8h4OA?sK2sUU?TsoE!V34tlbfiTR1
zkfa!F&kjNkZ*vxU0uu)o)f^T$!S2z(zD*N?<ZWQQEPynlQawQxSfD|@et_^~g$J)H
zdaCvA{y{%48E*xx&mksUUlk(zhznvn-7zbPQMLOXOT`;nzQNULFnx)&iZc`of3BY7
z8XYrBgPNy7*{gB>BaLm@#knv}Hf7kU@+pwb=v7Clr5yC<Xf{N~+QVklAhH(D%(lYF
z474K@t)bk>94pP9g$^wD49aDRx|4d&lPjAhR6G=Wd}ff#Qpx?XFn}MU!)*lc&L3mY
z#u;cpu8n7Bq%m&<A({V#p(TsICCo4A+-;0c_?qotMnwfxgRp}^>)zwmf8EFH|1S2F
zu{)N9zkh5?3j?jS$h%E-cz8oRwq?}!#)R*UF<%HCt_7A54;NVM7JxlV=fBCs(KC2=
z>VJBsRWOr*OB!QK{?NnU;INQJfN6+?*vzBMVtT$KglTLK5uWAP|HBoUYH+e{G+<sW
zG5fe@Lr+A&t-_sRvlg0>1RYcX#rg8xzWU3Qoxv^alOJroD{*?b6LSrPud2Nmvow+S
z3yZJ*oSiTJ6S8~eGG;lVK3wUi+6?&xnaY?t5n=n2bBJXX)dPT`VjS@wS}{a3VuQ9&
zC@<F!4SA2AD7)qL9W&!&>RA}ruu5NDTxaeE<`{3@f)F$bQ3Tps#Y$=KU9*~wL9f#C
zl$2N1k^Rks?LY6AjQ;L!Z5`|!Xl|SyZ0zmEuPpQ=R*gM^_BK8&{){!hTY&R&T}&Q7
zIQ*>{=`ELzsqs5#$~<kCCX(xRop88?zfSyql;0wl`s1dN?b-tptT>p`cyXrwXwPT6
zj_`9rI`BAgMJ4F?3*rNAeo6#KS$=@1J?y8JzV5yd5m1Z?Sn3*lW26^*hwNcb+-)3a
zKZ)f3^M^8Z9CPHAR`+Cab+j%h@rRr8SJ$5d!)-xc?8@B?KiHkzy7VmGu#CiW-Q{FA
zW?#0bGPXGTx$Ef75;s;wd;dilWCN!UM43{1CY)SvE4j@R4C9$MR3UvK964P!CRD=g
zXU}n)<mjfjfPp{vub0n^KMLF|jv0KIHPoda@%a61RtXlGCUf}ferurvb_OQFOy-@i
zS6HUy#<Qqj6m-TZh-^m(?_}+SHOK{Laz5|J5Tcl5f(4L&YD<ZYT^Nv8gF!`OHc=VG
z#xe?64x534Z-3KzRq*U6<xD0B8AY6O4nc3Ej)N?Y<H)DhEr@gESrk#5Lj4;um%?sy
zP9h@YVH7wWPZ&Q+O=Vo@P<@kUq^=*27Pj4?CdYTcxG|rpFxhHIjHr<@{UnNthz9PD
zPf@7sd4(?uR)Wtt!FW#ys03~`E~0Gs&TC%yND9+^N0r_fmBJbKv;jeDB2LHKAbmNo
zloR5uR7QGg4x%ZEs%b?uK?1N_R2O+}egiglP>mQ<!e9p&p<CAnFwU)hvnYt1gU*3T
zH|e1|^;$DE&-u`l5UhsueY^#iBczn-EVR=f%R(oxJ}=NcA|g?q+yHO|FSvFP#`@qM
zj+#niFBee`*3)gWx}nM|+MxL2d_}}-ubOKq5Ag~#%b7|j>X*PooSN66Xp+vPct8CP
z3qV$b$QrZ8Re&E$Tzh^Jf{kO83-LpLxyTQ&=Z0kW(o5CV*Y@ok9NkR3t?v{?V_#4`
z3CWB6@kAfV<s5v5*ndxc!0_QALUPIU-bFN+v$leCy}XbL9Qzggz)rQ-OGG0fq7zfl
zPWK`b9Nksl^^y9}T~TA~<5v18%=cp4^SqGJ7<Ode_6(rlN%M~Gu265{R7T13nQ7Ae
z(|=i!a8H&N33`ypIIU0$5?Lm4nWv!;k3+Zsvfa(=LxtDeVj;u*^0<GtrYRJ&C6SBN
zJiGGdytUOi%E|cR$cQv9C}=Hz-N@Rqnt1#>x-Z9>c%~Z&&#^>muqmPNZ=$MZ)~+8V
z#yCx{Zu$Q?m~(oy6>LWVP=SilI*)H(Hq^|AOA81=beW(F4UP`}UZ3|99r=y>Y&iBa
z9$P@)U&uT}9c*?k!+Ngx(cj;4=Zw9SS~tk5R0JxLI@QfO!_-_M0^X_)Sb<cZ4=EdL
zu&*z${8{3duXFCSbHX`kQ9r#hy31}^^tPG(Yo(gJ7|zC{*3425p0eJ!tg5f-E@Nd`
zcQsLZb~niPn!pE<vIU)uV?&toxt0OlE$7^)-%J&iY$#zLzxMLagQ#An4iH78PYxmD
zb8S6rA?gphhf5W2NcDYi<6N9A=@}Dyx|^l#Gh!zFN&~fRTq<KE)oIenAlIc<Sf-ty
zbtv7#jvR$#N{ER4zNmB1Wmj9KT`Vqt9C=3FA)}OA2^C5V!45%B?w;~o4Du>TGk`>}
z(%-BzPP(|)d$`-dQQ;I&z2sZHOlP?tH2J)B%i&U=_@@lri;v~C$B7R4VQ1G9^W-C)
z%eA<a>`2OQ5_x~ZH@jY5Gd(+K@mj$$QGP5r=s%O`p!Mgtua$eR`TpWYr}lD5`RR%^
za}f&@Rw}=D+m1<YN4!C9vqM_vS1>87q$dw&^Dj2fSn`pU*SMDH?TMgg$Z4xj;Xd8E
zWPeb7^BFddBdYkBe;seljwa=}@3c2)*ym)hu1N0$>=+n99Sjzib72f=T;m|O2^0!4
z;iX5zU#37*1{>TMsXQa3N(ouute#f7xosUshDqQmqQ@w`W4%7TyuPPB_;Otob|2d&
z?F?7dfX+saR3Fy*+x2y~D_JR3tpn%_@RF#u8dL3V%<+v9fkZQ%hMDRVK#^@A3sC3@
z%9|<@Na537;6?{%3tOolJ?#CSfXbJiHhrhJR<kevcBQybw1vblkK*o*dDQ(pUxy)P
zzwD9`n-eg>;@j<fINLR4@T%fy!ee<(I%p$e7Jzqbboc|QY2|rto=Jj<J`dU1NdOUg
zF#I`A?3WKLtJ`tAVvAoR4jC8E%{b?6TXi7BJT1f1wnaGiTntfpf1Eh>be3~zeIp_$
zNjp~q@8qwy`mU%iJFXqfFpzEz>`YGvDy$<$?p{Z55a#%qyD#-{Jo^*_c9H9+M3bra
zm-(A}79v~AWF6`P*vVCeTV^M+ZoAkMlb|{Vf=v>Rnd1W_(D1IC_EwzvmeSyLT9_}h
z?J{+IRq-<6s#=<N#!SL-Oh%t(&;Cx%^h)RnYUd<WY?*DU9P`qR)Pfyc*HezE!%n+T
zn5G=M-oZ`I%-W2jNJhafOQ`wWBh1bNTC}$;=}?vw4hmK-AdzK#=0ObILwtFV^@7fC
zIQtnPGGji!ySqr!#8T&TRr1}S3%ScrY&SJrrhGL?&Uc#K)tmJ_7qB`;I2})G&;3t1
zIWbI3E9>jJzfJfG#kLEio;78Im;;`RQ8>{%UoO&8keBmuaH||fGr=Q<_;b`kwEn;&
z2EA<q%I96Mbz+=F)d(&7>b#f+I2MpJAXr%4pGBc^l75;l7{%{a3W1FCb5YJPaE6>a
zBa<{rO|qw2&UM81vduH$nPF<&9oaOSsLyyt>{&;MY(6fdUHY2MaVY(U^(^$6B0v8_
zR%2wkkX5=k>-R*Fwu$abK3k|77fQ$yB8Lo8-=gNsxd<8n#;v2Bz)D0yx;a@r6m}7>
zpWHmKBq44%loiv{L6=ZOxpQPNGmzz3mXH(&96o(0<RTy>N-(vMVjO_U>@G`H&7~K6
z;ABA>@Gy}DvQ&h#1mv@1RcgcpAnnrqn3e+VE60)9-`{txe>If1&;759iV|0O1w~Zv
zjcuAd%$mGEi@L>dn840T(Pt#jiJnC6z4;5=WjBfH><5_CM>G_Dbz-vw5G>QkO5+KB
zq~_I}s=2>csPiA4j6amRGIA(4)by)Iu?u7TjaTf^I+UXS&0mK+{#$XK`|_}9wrhvp
z_*?FJMPbMFz0aHY0lv1?pz);Ut_rqagv%<sQ&ym#unVxv3gF9{J#HORBW2ugfuB`T
zxN+Y*>oVPaB=bKpA~hYfg<t-XU?g9b%u@>Z?y@LzsDcj@vDI{6S2+J7`bT6R&`>+j
z%)^wEvBWN7*zqZB@G2{VVu=Lpx%m`%iJepW?yKb|=`9*SD~lp9gd@M<xaPE^MZE{G
z8c99q>)x-M8DgTblO!^1pT4c&A4|QT9myeyJdlC8;FGMN_<zx@B=6V5nIvjacrw=J
zeE5<e?JVqe-$Bx{Ob^VSGt4!7^#?;co-v08czQ!D*n%^d!Fr)LBO;?3%|$`_Cxd()
z@$9pqtSpmpZ;<I?-Fl(8*<bXbWyo()CHly>5g``O)Fm$ev~Or+nT~I+xd5hWY(Vkj
zcmb)+hgCrmv7^+PEHw=za3aQ0Q%Kh+L6_C_p+i~?fo-nw%(3;FM5PM3NEsG*2=ZI#
zY!>beTooRU2V5piq#S+}`$MLK_n9}JD4baXX5QYaPaleePl?C6Ubs;m|MEWaBKT(o
zAvVOYEIdskeUwrH#4zUdNXeoJ2Q=&L1saG!I8-hEl_YrSj#733JeGp)T2u@F!z*xB
zHM=a(@G(uNe5g<kjo@(G#kMvezQ}&*6#mkw;-yp4OQ+8-MUe2aP}y2YXnKQ<@*^=y
zgNOc;4R&5-#S}dvHHo*Pl0@D84QHz)Q+PiKF`M`CFSM<=2jjlsi_BpNO`ZQ(Toqqr
z`b!mbZaK%WWnN~N;07nn0b47Tk(=rD?THKKb(CZ>KDD7#CDOA!SMJN8#KC6YGOFYl
z--fuRV!8U^yv-Rd2ng1cfMOcfiT=dq+oLxA(OxOx?_$x#)E|_^aI<Cv*e~e^eYUE+
z6%tx16P>ZtY+NO{xwZM(x{gi&`5R=~3Cn*KS>4gCGruIcx5HXh$#DOEL<}b#XSMbu
zNB4D(_3$nHE!CuAi7S(4socK|6KaASb_de#aK0+wS)cZ#tbS?VLiv+Rd5W*^pZZw)
z?G2Vwh*Ocply%N+;%VYl%EGz@Wp}BXLfZEsZw{7|mzuAVkB1-4)Ev({Nn=hMFXIAN
zcD1Z=1fSw-gxQ#*DN56Kp1wO%ryGlZbK8qmt|<M@o$G9ewV~E|f)|@U&0twtcG=j{
z(x{bvEJthRhLYK}EY^Y1e6v_`$~@t#*i{#kd-ji-_MWX~tjWymIaJM~O*}HnM6u?)
z8RB&MiBK#htg7R4*T_XtN}MWDJ<m8vIMH5o>HR~81l>3P^{)_)m!Slw<AvW8W9tW5
zs+=E9BJ<ChQ3<ez;dVs4-rmT3WhDyi&q%oYW)lnzWe2TV6YR>cihgDnYIT>P_7!|L
z3^5BUowfi~QlTa#Y`|jiBJ%WDn>xIQK(l2Xr~OXH{?;naEU$qK#7+8YTRj+!{4;7u
zN=6eq;~*I*6N6V#L=qLq612I4?s<tcqksL!si$EN7F1;bt3CHc=?=X{zHY?o88v;V
z8Us?$gh4<$(t;_PdnZg>lZK%Bz5rxLXd8C0HDEfjcMWf*YP?{HneWHI*;>><-y{6s
zf<75deH?=SLoezM-oy@q`v7sH0m1z_C}T%G&x!_bo%1oK-!U{W#Ns@blj*i&HVfrU
ztl&+loACxD#1J_`)Bxz={hFXR;(IRMq4N?%KfFzDEEgUEQoXh2Fz)lOvENuBrQC20
zhznku9tNROrC@i!l9{l?!=_$J5nw+-xl<q_GN0`=wzJ}IatoB%DVNQAU#7Ri@%P$d
zS)i`AZygPxS^1X`<udSK1)6FucE$TkV{t|fT!76<W$->A9q7P-UE*Kva>lP$8~ALF
zE);!0{=Ss4y;q`><>wACJxRt6Ei?V*d?Cl7%F<%yN!MeG70x)s$0KG1lXX6mBfBLX
zOz+{bHbrXp(CoqxkL~AqJQqtL^Z4K2jcHn*Qc8-B1-kWPxYjfILM7}#?3-c=ZuAyQ
z)QU1#ud4Dsrd&qCbKs$4O(jXqAqFqlPBVzWQ{7vh37H>i^wCAt`7L++{Hir`-DhKJ
zzkOyi2j1dRhO=El)g^JCuC2A0nu^rdC>^){?(8eR9q8{zeA7AbO2p>SZdLsk5kzUD
zVwr<wAg7!!a1}$OyM1HzmI|bkV>X<M-_93xWz<ydZlmOXrlupz!|Z7h@7{b{jZJb$
zNmM@$qwPZ7J1DzbTcD}O0{=}v+O#uLz}Rm~^!krH&S8CL;XfjE1WM!hmO;89^d~|w
z3LGl}_l33Jz21Ypc6#wDpdxqu($&NaO)!hFZe8e9;FV30wD*8Y#B%mnj6Shh4DGRU
zpNa-^6rfb-KAIn+BY3L>Drcspb@b}mxrum{Br4i1>K@XI1bliEHr{E#umpy(&YP*<
z0=1a>z;h=Y>#PW%1h4@QUt0c|zFw*RM%(DGMjct2bFM`L>HNEpZTnK0`@)@fyY|jt
zR);i|yZ~@AEzc}hB2!o<qgEAWpf5Hc{@m-iU|N=bu0$vu<0@`v#1zVv2YG3N2HgWz
z)%ci4{6&?auba4E-R;!#toHr^*+64nRheC-lv}0rsZz<YLfIieX@!o1J$kasf&Ys5
zHf`ExFc%ib*11MMG>USxs0cQFF+<LtJ^x2Q#8a@B<Hpfj5ysy+x^m6X8@;uU=ux9)
zhy6d2wS2Cql=`$9!G=|Qp6<tpOjuw4di0Yaa(YvFx3PZ=EFZvXg3~Ari>|9vI=R9c
zwd+=-8yMg<uN=Q!tQ&}PAfA3H1yR>_k7w6k*A+htsOPOBv|^7|NGq6i%)Se5M1&-w
z@&|M1L9tasyVEQ*PlwH-R4RN!nh@JQ+c?TKx(HOSSFkoj6S<u>ed;>m>Wr`O19>0S
z(~v`V#<Kl82M9j5v`LcpNP4;6CKbhfUoHadA||g*`0a1tQ=AZWp37)fAW>$d$JBT~
z>AMK}*15>@%9OxtJ~(s}6}#=v65c$J*4GSFxnMRozvI1w=wqSmgmz+hKm5iN1blw*
zJ7^Xqf90^aNM*v%`&*H-n}bz=-&R6d4U>c4qwYq`Sr&@^FEax}3oFa}ccEl~M^(5u
z?TB=h^qA`$%8jB)m+xZTH!FDgS);~?)Lk&C5*TA-I1>K+hJFBjLZVpbk}k1se9gjP
z-8x?9!(x-Dm)}9r^u1u2oCkwiSJq8TiTb(LUvr9x$yT~JrLT3z(kE(w@cd!>zhV|W
z%I!|X*L{+Zaz3u)Eh1;(9CUtr3=_9bI4UtSUR@`Ar8H<`hW<qM%V|<0vR$6o9Qy3V
zs65ZXY4_B_*R1ia^)$)Yo|mZGM_jxa{O`9=JxA}}<=B9<31b<zM<+**l#<rx?$l01
z9K-V088B&VW>&^!?eS~MT$M@N?+S}eNC&Sx=YV$R@=0|2TU^6lB*CEC7Ys#645LjT
zqD?iJ5eh=7FjX^BReb_Eh<~MVMGHdeIm$|d7^b{{YWc&q*F$%wH`}ez*nRh1T-l=m
z_7T?nqHI&WrQzEg!!HttV@-x%4h<u&$}|3uKPbQQw_N_{yS(*7mo1ma8?K*~?^_2I
z{Fujjb#CPWgNk2@c-hF?-100OV0!D@Pf?H@nHC&*!eE|2ZoG=UMWhC6fg!((PpzJ?
zj$>A@U!c{C9x!?w;;VWF)4zo1-<SD`S-mDoL<?^s9Vr=>8^CPy7MIZvx&LNWEIda;
zSjAsD3Jc3T3;m&#bb{&#$k38=hS(YiHUgfZZ{Hk>i>7fFCImW)w|+8H_r6{4`GR&G
zq|6q!lVNyUR|-;sgC-_Ir={tW-Q1;8co#}-br0qeew+161~E+T?)m7!TMJ%g(AsMQ
z8QPcB-gX+(fbn>g@DxfMeIWC1G8FPpu!j}{6kzbaMDIP^L^Y}BpKp37IDi?_)EaKp
z7;e8I--5?Qp+Pcg1b01_f~@C0k_JTq08dJS5m}ieQJtLrD>P_H^Yr3#gfRyyPfGEg
z#WQkdCdf6&yZrMTPC@S&)=l@~ikAYu^aq}vL)C^sgY7p&wk*@d{=wjCTTbcApAS;d
zK4X~M-g0*~TvJDX%S}%!{3zrnHCH9$O@7a!{8JuD$q!k5E>t!h^v%mV_SNj3`}L!D
zp1u0{@Z(<VYVm;kK_@3=Z<#8idEP9@Yu#`&=dPT>JWN!1_(AC;?%H9v!qy9)z;dTa
zO;ZqX*2e%~=4(hrJVC&}ON^TxgrdwsX*W?f&VXt{#_kYdK(KdO4KAkubqX0}pI*FJ
z|8GLrC<@P;2DxVq2zT3L7d$}uNKaEj?#^iiF{nN>*ue#^*C$TYU0svjLXmA%$#cxR
z)Le9zgF_x1$oHIQV&-^`YS2ysTnFE#Z`jg|u*!d*qs=FD)9L1&XfF3CUi(AoRc_uL
z#97+&>Rj4r_s2A+K+?uC)>qDa68V`bCP^F(YFX7N(Y*5zQyIXGL*tX=UxJ4V^55fq
zMP~Uta#@iv1c_`xEbpl6sr#;?By<EMh}77qC4CsxG8KX#Aad*;qu7|6BU|8l2RYB>
zbB=HN*T;(2V7-3<=7%(dHZrN4nQN5%4PhDWd~Exam1qOdkhQ6tqb|KqX{eA*yhW7Y
zhuqCzN`r*BvZ%QW1S`A*LTk(0%5V5AF^un<N4tQ*E~D)I$C(zuhz;w9hJLg_Y~bnV
zVb|Y%x2)~NfUFUkMqy~EgC-CqMF|TbyKW>vAkeJz*?;>D_A8GyuUJ^MCYY8vus=3G
zr$Z0TO1dCf_KpLMkBj4g%kCnwBoahp&Uei}{~Cvl%76=|N#6eci4JU$S)3N`utbUS
z6l?Po!+E6H@Mf+Hp!6S|r>8Z>62|N(Vfdvi5wdEtw=oOYIflQ(A!o_01^)=iu3G4d
z$0Abg(E`Y?M<AOWn&NQvJh<AaMM180<XEr&Ty)eikvg?M<3mwvYFUZOE7cD(8GWMn
z(lN)aueO^MZ|^(7KFk*PVca<n1xSy{cs+lft=WWO<{kTH7h8kv7E3DIp8~!z<&6Yb
z9d!!B0;fz-n6<gt5AVk>t|u-vJWy7n0hk4VXiB?2#o<?3O@D1t!z$enkKH=|){j9b
zJ>5_b@jf^5SGT$dE1@%7z+ZFHP~CeYer<B}%J;E=t3#>ECEoK*TQe{CP8X;X$;8p2
zls?QsBadFt;a2xd5OEoIx;IQAl0Q=Rr9Y5>i7gUGKA=#@3zWZqVU&e^3krExnL^y+
zv93Fu*XqLr?MJtRj$_W0pSY=WHF$sJ5u(n03BMvWbF|U&(y47b$Z_Mu=)CC%-a4WN
zW%c8AYD8MS`%HAvmoS*t(bI$NQGbuYD$jM(bgRL@Z<P<-Ovs0VzV}oolfQMy>mv>D
zzcbsqmQMCAjF;K`XCC)MLf>Luj~J%=IzPcd41i({FQ~W}8a%U1{$yzX=y#?6{q$m4
zOalg^AbM3)Mp;zmd;?}|gsXT&^P#Z-{g~kwu5`aS>4V*fuWTxiv<6U;Ph>zKs%HU7
z52-e*gVsjNa8unUXY8{;g3&DNK+yEG1#>1i#8Y`FnlCIdjsT0UkHEnp6!hKMLSv6a
zVwlv82m!L{hm0#ie_qU@eg%?#l@h6lz>SlE76P2p1(XeU*evV;?Xbh@AY+yBB-4P<
zBY}r#q!^qZ9fJC{h<%e~Fldl(q_3h+1)P)uH#4>0cGCsNwcQjdwUfOe^qlQIF-+9_
z1~H5dY`5cbAD;bk?-RH`fWOiPONq;h6czYFd!;7sn>sqUf!a4(m&T1@yKw`RZD&YE
z>$V9na!u_#=L`_;t{F6GdYmRVV@h|**-z20oGe#rsTY>Zkdi>sX=unW+J0-5usBy9
z=oPqn4~>kTD+$Cea7NocT2LQulP=#wxV*L}3VNFg3(?*~d)skpoXzHQE9DIBk5agy
zI?GGT3a`+&N>xSJ8ZV|pAXIyqm&#+B5Dw<|g>t*flIWu>^C0tTUR116$!gEBmZ3i)
ztJGu=%R^@m?k<Jm6s!}Nq4Rc{jtEV3o+s_YeOg<Fk99T`na<gzTml+KboQyyotWEH
z!JrWl=75HpH=3C<u_F;hUrsm2pUo7y$^FG(kDIrLuaI2%CX>T>L!YXi!4q=t{P)Tg
znA_UNF`F%9*h9+vSdaw}V5U#JQl;^*X=lI!FYiLX?qrh;lWp8m%t-9^<+;fE)Je*6
zXKy*UFf7o_RCwQ&p4UFT{Iz~tqd)gWLa;RfyF-QPz$JmltseVUAP%KffY^n&x5{a>
zV14^eVC*?9qKxdxE}=u~fw~R<ZTv2n1fP^pGAZ*DiB&T-zK1WjjEd8g$xXYx7;jfx
zcF<-JPqOet-bvoR9^UO{tn(}S>4vu$xksNQmEfWv)3!_A`ZvAxUwX_>dYokTPrV5{
z<GxLlM#L!4Y=aR7Jv|2QLPY=71sMe4{05M6nOChk_tU5?d0)orlN-W-P$5Oqt~BuR
z*z}LbdKN!m&lY0ms=kI`Z5YBuB7vAM1c)Fb4i5zb0;0oehXz!aSJ6IC^s%XYZ+n@=
zowQ!Qc{AK;zP*~|>0Wy9uVsyODqa{<J-8NderCFFTA+VGc67||I7`#kwa6fyzZ9~q
z!BXI*ed*nv<@Yjx_EWX6>wn8FcL9Wbkf|D|+5DpK-Ys~|>9Q07EKrQX6q^F*AqaQH
z*S#aRJprZ<lf7&26?9h9mj9%0ti@M!h)s8@Oh<p1ZP9r;|EXeUkYmEhPhpwC@>WaH
zJNiEVmwI0fYJOS&kT<JzQCvW=h9PpLF|YZ8bI>Pt=0ux2duB!_OFw!Z<?nA<Sno|p
zzI*j;1oMm?ng2oY+v_hO3Ol;nrAM@SIJsY>KP{j7gkhkgJX!04pF}=lo3Tm(w(CWo
z5#jpWCtiES8E8?6tSoVpFgx;*Wc||e<jLoim_~*Vh^K56cY0!T`zk8-3_b%qf+_vS
z<OtnR)M2ep@Js-3bR)=f*RuDU_hBkZxY;nzwCxXLKI=p27TRd<de5?j|IQ%V>F@yX
z4ts&~T^X`EKsX)N1~_7%#O7)zL`}ffZ1qZp#uCy6A3_h`N4D|YKefVC9{paZw#M&)
z?!r2I2Y>)peRq9f#@K6mdNv?I>X_IZoBQf9E`A(j)`QW+#qEg!rP9(&H}+H!>Fb6T
z6}gvuwETLP%O?MR@_Qso(Knwo1hZXDx|2xa<2N|78=KamjTql!-%9@qC3Ufcn6R{u
ze0}NdOJ5bQaa_8`yYS#pIs+2=FgWBLV+?rgPDZ0K5Hk!cFny0I=3>oY@pwv+8~HYD
zp8z8!@E2Ro9Jar)UNPAi+wL^S%#5iR?J*q^p?0nmn*c-#{e9@Jbq{8;xy%8QxaU->
z^Cj}&u}{HL^PiF9j`yUMqlv&9;94OSr<0w!C+`oDo;|g{OTkh+Q#M^2ePVo+|Nig{
zx{`G4qe`+Ncb@?FP!G9ru2&%ZZwjM@m1yOrNqjYde&158dT>UKf>iDyfRcHTq%L;?
z3+TeM94NOlSF~i}%u;1Gl4Um1<>udA6V&Eo&wbT>x$VjrTitPDSWJ$ZPI1dy>zjG0
zU7xE`Ev_3FU%z|zvZ0BxrRminOHBW8e|^>$oTjHW&q?HTTh7)q|8Wekjg88F!0o(x
zF8fS#Eg{kc0FR{%2(V5`Vwip*=jSL~1{{F+(hcWP@L(A>cn+~K>@B83wKMD$hgugZ
zgA<TX-hud2L#e}(1B4Rdad5_HSffRYhVu@`S}onb0WK)mYjJbW$y76)auC~lb!an4
zEp%ALH!pL)@j=3@n*kKS+|sjm@I^rxDX7~Kz;>BLe)4nb5Zw9hL^bi~xKLc&4YBM2
z09*W}usKPl8WsQ*yYLc9LL4nYr!mL+9NfCLE`IO>Ot^6-4qhDn;`7Vr1u?OCxg>QV
zu$lN7Z6JAb;6E{A3Xsdb(AYt&mr!guC?#J-i$4nC^vneak-9qwlM9h~I!^nD-z(z}
z8!%6cTj-<GO}^LWcm5mHfz=Pt&QPgynNgM2xp3_?1Kn_&asx)rkZfyjG}T|VMmG7K
z*h9`t2caB=EtrBylW*Qe(^c=x*VliIBnrEA=#D0FRVxZU)NyZ-pXs<i-cj2HhCibV
zSrwP9Jf`?PI62!76||1V2T6zo01t0|Yjif85DD;)PidfGs0IvB?J}8?I`)e{f<1s^
zv47HEhKk=;th?9iG3&Bp^=FpUcA8Vk_%9&<+H2kpmS+cpmnL>vdL*OGt@j>~sO1zx
zY%?e^<$}oafwKS^J*4^H!-bF^=Qs*k+=Eb3t24{52!7UcZk0HXm4A6px7T?psVP_%
zc;4eVEfcIn52oLOOBkF0v#6|R+NVqrsN3adJ2TuQi9j4WxEt2m-XjVp+<WL&84Bt{
zL#Rh5$b4VqWk>4Mv#4x~-cVRVB~A3Z28(j2j=t`X;Sxw-M-F>(Wdc6&Stu)fvb97A
z2@)=m@K970K|qKRpOGW$dlx#dK#pg$2g@U;OAQzaAYXg?&u9?#8QqVu@x{Y#57`b=
zU;c+pws{`$Hbedr5(CT<52QQ!izu$*xA}kzTMg~4$^xY;L@NYu@_q$6N0}dn(9pt}
z9$H{60;(Gx1*Ly6C#G)nqTp{2^67%jT8CBdmVHBh4na#I*X|~a0|+xdgQ$L8hpv$x
zFyM_n7fpB%5KG!<`wLj~<4^ijvT4{19MUNaH~X3c9t$U`b9YAyB5%qogtNT*f1rQ_
zG0ZfHDLgM^r-6>K4HHMl2zu>NU7#iBg|W9=b(R{r6U?X@8_6))Naa^J_aEG?GJUp5
zAPv=pf@O<RBsD*V&O03;dVZUL$m;7!Qa_SU4@-Yh#b7A|6q$0IOj;~@1$9P^_}NIb
z95d+bx3wz8zi`aaK|~!A>vd{jC*HQBHh5ut@Rc&#laHq;4uaFve-xRosdKtkAcoi3
zPbLv(lV>_BL6RWjHHp;SZL$A7=qvS_wf(1%@|EyDd}6V<xwW?NN9yn}o*_cK)J%+3
zY)-JQUrU7JxKpV6TVBVRpohNh9=Gft7_22E#H&vvOY=?mZ#QI$xLW!i54;Ao{LU^9
zj<7epKZDzAs}J;B$JCv!;z+m;q@7}G^3Jw3$iKAy_cLin+M2jC(nmfj|3K`M#t@G5
zTuFbIt?PW3S`q1fCqK1N0e|o_b?zkmO3@^xXECVn#mv#c=*!$2+d&VZPe@;EJAPxB
zbRl?OMtDo*)~TNNedR#kCzR>ev4@$5lB5ZF%h8goM-H2FZSg@Sipn~_ek`^X--&UK
zu^v9lW{ldh=2^3-?J=ut34u15-v4a6?6RnM%O$}wm5QJ$+-clVX3}L@C_LjVx^r}q
zkzT^GObB<=eJg&pAS1*WHv|2sa_=LvNk`(X3;mQ?k+WPuHGd&)e11hR;38nYOc&k&
z>j|S>q-Mt>t^}95gFh+RK?o{#z*rT(VUvi>zdj66WSTLncm7$u`omOPr3Vq;!aCJv
zsr;hdo)xqFQ2WL7%(zxcGxq{P^-V$Mo2*PajXc_&Fk$n;oOlRXmB!$cs7WU>B7PR8
z8G4&v`d#bIY!AD6l*U`Y31D=7fE3aBxrF#4?ne*Jxi~}*(kA}=&ZelQxP~JsAq3TT
zSw?Dxe`O-^Qi9aGVI0<M!O`H@y$aS0859AQ6EIMW!@yrfMBBN6Ug3#q)vdRMZ<bE+
zxPBn7A1`UB+R1npm64-e1+g>XHO7V)=`dPgz(oBml!RcJ7;I3)?t@jRovQMgNN2rQ
z5A|LNmAjv*7orzD@6BlhEtQsj&uE+dfJVdoFnTXl>McSpSiwBqtBg^d4d6sR3LaTH
zOdsbFx7HwNa2x=QU-%*7N<@$&So4U3p=q-Q`oxx@xd2VCg;YEHQXUd6O8ZauC%I%K
zGz`s3{f0e*Z=jDlErozx>9v|n8dCFk&L06UB;pNy6b>j>eiR-r#Cqv%P5wU+=@3Bf
zy8tlvS~ZSmQSmVzZNX*C00rhwK7Fd)wbJXwm%by4KTJ|+bM~c0l!0MlBk)v66U|%~
zbh0yX7O#LK=8R!dBS|r@o=F8=Qrh`L*l~LE@q;!0DRGbB6nC=$@c@cpG>Smj@JsBI
zWfoBWef4w;oGaB<*8_;h4^GoZ%Qt-{?#@&f+17ljDZjL0?>bLzDdA&LT@UlhCmI*h
znt#2k1`n@<Wc@UKxjT3!IOz|n>+L*i#Ah=p@pv|329jO00TZ>yo^>rk)KsA7Zi6q>
zB{<H%c~3LGg~vwkMgMujS&p?*=ji;e^$ahpN533jQ%pR6gV?b5!`5%S<l5uWt)r5u
z$J&n-U4K|!6+%8e4!b%t-9D|lIE(gnk5f|WO66VZjiq-I`4sc!xyHhLftSaCvh*bd
zX?X>yUlY}<!2Xr6ow1<2y2&d*tE~00_G59_oBA-Lj5qtNiJIM<(#)PdF$V`xEWRR9
z;bMk2pQ)vPyt}k6ry0T#`1ey?)uku{i#*fBHDi$bcovETVat1VFAKEKUmWUS__ha0
zE9=jYI{ck*@~4}+A7f05eX&$`!djc7U)T{rfrN(|OCM>NCMq~Za>0Vneqj6Q)IM5j
zw`oonn`-am`Yb=FDA(w<yGKONM_oy0`KY@+E2w$ehw(RfY$4|t*77EK)}IG|t(>3R
z{Qk;Y4pZv3WCR<*_&n{_xvy-EiDcs{r>#=qRiSkHZs)QEf$x?0<RJl|AxA{&Dpig*
z|8~#ZuP2iJcH<%}!)^!TXy{se-h7;iMFd@!-}$XQlh|Bq&1j`Tk#Rp9#2bBJOodW*
z1{z+!0z;dfUzrGhL~y_7ED2a159>$n?10FV{nKeoJ%Xg}vl2N4Q(05lnLF-1>e~vV
z2fbK7#DfjqLiZf|)ND3#%8cy(TnY#12-Qx?jhIO#A2@_eC61mJzQ}bz)*K0LKoqBi
z9KM^9RzGf@JH(_wIObQ25@R?0|M<eflN)@uw3V;pWq*RWSKzzxJv2MLtmSjfYjhm5
zanEnY`w>O|b@fLHCr_8&lV6ipmS{%*X(PMh@3mo)4uO7y>k2nG({>Q9>8?_)3V7RX
zdl)<NnhH!Dtza2gq|_sLCcvgCCmEb2J2!#8m;FU0vAJf(Q7>Rw!7pCHt8%|+GCnso
zC0JLMucyZ5VNlu;=Mmzz8?{$0LD%)phmT8*-}(~Ccn6MUaBm*~sqTt6sEl@$$QY1p
zc{5O#g5`8bYKi(}Yop6KdyYC#G?_>p{JoUyH~9+_S3R|7@Sjqf54?2LFOz?+J_DCD
zOgxjQ$ZMxnaJ~6Ie*s4v+p=0`UqD3D$w^1SNJsD_LnCIi6}#D-6hy4JPvqhqZGE}-
zK&!)3F_Stl4t4zu*jMpBu%+0=9bg#o{|5gpw%ggZwtFRVUK;P^v-)_MI?h=qU|0;E
zDi$3)xpi#sxTInA+t=f-=q73{5_I4m8HIisg`esRmkb~2=y?tv=bRWZUC~;<sPsrj
zIgg>-Wa+=pJ@-srPg^D!TEy$$MH<DirN1kcP`n^2KY$VJ<>LNi!BIqKRYY%=x5JQd
zN_&fmY?oH7{b0v{2P$4$Zn&apie0_#;J<_5XAO%?0*2BS`6%sU02{}*-2nz`?XXCs
zqqHb7<LJ`1^=DB^Nzxh)<OPO;r6JW~*eIMODGUnX5t#M*{GPGEKZ8R~R6`bn2kUAd
z=@tZsE#O=!GOD4k{YIl?tR6}WD+J*Cp7r<dLg1>wBSs5LE@~|984>WBJNR6K)!ELo
zD(*1@r@lPlNW6jQPDJj#xF0vUCd0>mVp%ra=E*d`=_kn&lki-#TWB5`Eo3at^yXHx
zLm9kM;+8;+L8sl7J%vIEtBZR5Vyu6=G{P=*W`qjyn271WTxA%@K6V)-dG%A`&e?R(
z3$byj23Izc{ci7tWx@r|+ymYR4Sm@yYY9o}e;ngE+uyI}t|$akEg=m4mKrdPQe*}(
zErqwWC?)cMy$14|5^5OBaIdGV-hTb6z)5VLE(;~GYo@(xh2=j-JfKi-SiensoK%Mc
z8;_x6V)LgfUP0RE+h5uRUi>v?&{)`cb_4JZCW#=p55zEC`eggqs9B-2W%-7gVRg+X
zmxqroFLwP%$e*w%+H|g+p7wVOn5b1YoebHQ_bIFa5lsGC6YpXZy89_-$hJ-kgxI#y
zLZ*)?Ymvjh4~z5u{8v~zYUx8I@3_X@H}oy_v#YXU=^l1$?fQjB<(zJoiS=I;1B@I_
zazfw!{1a_q_rR8Dmtx(*e1Fl^VJO)Az}8^nrs|~mD*}V7$MqPy0KSg_#~i1eL~VVh
z5}a)G5@O&@Y}{wM$PU@nh!7XX>L}Z&>vg?R4-TT#4`f>S?{4p&Ol1Te#8F#%2$#li
zhbG3oqgqyz38G5#FDn0HA5z&7J3@LtQqxR5_-O@oM6=K7mv7yH0ccUQbYR1C>@1J~
zLId+C_+bCKKheiNRG0?TE*p`$W|L1v=<`Tqy}2k(24~tp?9(N^wCJ-nyMFlDG^vmR
z48$Z2)!FuEsPsRoaGYSx@vGAiTxWS!XN$~9C+ZE2q_sZvx&6PGNsoUd`4^~?Rl|}E
zlO&JZCl52uht}IbY}Z0d9<)jC=%9lCUWV1L4iujC#bTB-DO6-M<8MkxyP2LW=>dPZ
zbas+68o5)Qa347&`#k~}4r;#&WhJ5p!sxCp31U*aXo3}Pj?!3}U1k3TNX#IPX<Thb
zt?%dSuQmOD<|5NC2!O>IT-5`vbJpWI%8s5!AV-#NUy0V|*u%(~q4WUGc@Zta8W^Q>
zVHJ6G70oAvEJtY5u{uA`xD*Cf6oNLWt2UsYaXr)4^bdn4&?5C>Mt3z71Q)`gS0YQ(
z9!&PiyFTD4FJp?6WW>ve!M`DSYsGjfPF`9z(-u)lv?#>}OTuE%!zBXaza@Ia6C5wx
zs15z(`rykw^E?iYA{#SCTTvb}E;c-xUM&_H`VIRQY$e`~L+}}qGEt#ubuI}HDXr9I
z_LZHe(AlU<V@-?+GE>7MKkvq=-Iamkcb<PVm2swFaam`#)nT&rl_>YHez;!OGA!9K
zd?jw_7Cb!W^-_V8;-Ar2?jK>vn;CW!7stHm<?o<{c#9Az3!RRY@$^xeyb_@y6=v;F
zfzJY<H^OdG)9z5iTz8Y2X(6_iIMrx)jf1+GKGe2Pu-pu0`$!N870^FxTQ@P5bHV-b
z+jF@#Hq<JOlY3QpOQo&rvtPSGU-}8{_{}HYhin}{fwZyo^lhL;M0Q_fiCvCV`0^F`
zbvn7%OW)~Q@E?n{$?k9al0F2T6Ai(?MdX=%M1Pfxj#(go+m_U`t%#B(Pe}+xO%iO?
z4nZ94?6@k0I;OS!`_jbtj=B8dV++`7!CdM6jmn}}@2y^DtC%zz*O<V``<m&lm+*=A
zB!)V(mA+_*u<$JX!hW}_RAsA{Ltj_Qmb;w!{gTf_Uh;$Lk;4x_V@3Fr%g^t(9syGc
zS}&~+KAEo%CJp0=e@PUg+XoWZ{x3&Tc1Z}z@d%2%|6%tK7kJc+qZ~%!PPqXO;F$cC
zLR@R65DtbhGl2{HiPpZ`og&k|giOw&nbV%7i+Zo_2S4=P`;ytM$E2&4&QGl0n4)=V
zu`-3(8CAPH5&u}W`_kph!XTlzUA9&BS!3L2>4Ji6d#YT&*QfG@qME&1kD6~PuUc@E
z+J91xt{vS<5O5jyTKAq#-@krj*<B`BW;eC+aocTaZ0y}iUuu9Yd6L1iyYHuz%H^Qt
z&OtT|FCXbcW}_DENuB57?5D7RzU^(REf?j%x(79t53`G$Gp?Q51V6c2lRwEZ&c$}-
zLwhm(6X_#Qv0X#X3Ng>LY;*A>KIz-<cHXp3YGkTsMI{Px2<d2+lqD41b*xfw@T+hL
z@U!>#%MS1ts#d27H~Myuo&LOxhMKfW-_OSB_sw^|n%`1Zjz~+J?A3jy#(QAXZLYs}
zrWVP2Ng_71^=^hFbIM11AgZaQXR2@5mmakw9MCI`KY+c_i~fk^{Zv@n)l0>^@%bhN
z{nRTYsv{(HwvosXovTm3%i4*a7OX5c+d40pwZkG77!79+7L593oy`~$WrDXeiPK=0
z@M3&c=nZ{ld``Ie-@1<1fI=+}=%9F^22mvEH8}M#?8;LW=QVU34un>Aql`VoKMi9v
zI<qyh91P)7fq<AjV0iOw`0Z~RYB#|9MgByn*;ZhYZ6e($wTek3ED{Mj)h|+4c*WDX
zqRBuQ5LA7^wMhL|-dT_hSc(hOK<(EJYr=E@c=ZD8<~KD)0TQ($I_v=9F^gL4z-UC%
zydDLc%_t!_^bo;v?Jl%W>RwB9;uE%ap~g-(b5aD`joz(n8qY3RuC5y{uH4&rbrB88
zgfy|4VhLCp4QdcoNALWc`3xL?iUQdvxnfPZ7rKfi<x8%sRCroA`>2^6$!m+6MfDao
zrtPZo#VK4$^H5Fm$PPUtR;nx;h$@KBz0rL3MO{H5wIZD}{S7Nt`VAYRyM)sOnqCmu
z?&(3JVfBmd8stF%`meFAczWn-S~5QBuIg=$PkL&~8UkCmjtivbFE#&ZFhDcW!VGV6
zp2z3L7&+cDbkh0N`!+|NuSFdHxyR~D7oLTyO40P4I@BX-ZIa=NALlwfe}T0B=S;#}
z+b^w@E|gml;lprVyM;LFQJ(L&(m?eLmaO^R<t~wXdG+OAmtoaw!9%5_&Z4$l|Kty2
zgC~=9KUNSMp&>Y5Z`{OJeJH-J1v;<a-pA}y=bOF$X?iR1Gy`IHl@K`sxL!y5jU+cl
zzK|Nlr$`z$kjdx9#P9!TwcnyWv!VVdjg3^#^_vhG{raMjNb%3qs$j?YW#U0$>)1p$
z7QL*hI%)O3{`)nYr^}X-YcTdd#Qxy8Wy*(VHWZoNt%EP+A~$Rat?M7dienkCjnr>P
z22Aj~<X@lBzh?b9Nc`%Y=(P$Kl})mg^5o)o-7N77^=iHO`a2hQ;V;DBeI7TkEKHcy
z&QG(CyEQ~XOBui!9EjKGu4-+B5W_lDjGR9ReA6N!qOha6&o_+1Q|$#r3_8YyZQA$8
zputg#rA@pWY6|jriAN|N1_XnVlhK0<b0`}^gi6H6+`jQFw`$E9$C$dm96|Y#XL<FJ
zfGK){+Hk(jK`m^J-4A2w>qv5YEGQ?dy4N^lZ09I`<?5Tcj-Nl@E-#CF>U@9y?ql=?
zLFA2`Tk32y0w~6pd@paOVpX_Os*;l`-zWPeTM*35PbSP@V`FOj>fzKP&-$k5HSUND
z?}ojh=Tet?QRIGiSr8&{9<Gs~mP&V7dNGU9IXI5)S9Yk}DER#?(_5ESZz+iN>oxYx
zqxuXx2OZ|^S#TE<*_z9uOD-W~uh7fb5M)2s83$qV>M(aOQAHpxEm|(C?Y%5p;mg4>
z$I5H#c69lMfAm*cX6A%L$&t*sCD$Yz3*El--BVN!!^f5G`GkBM=#9NkeCH75i`S>E
zh@`FOsO`d_wb|Gef1kRi1?zub2W_Wr)n2>e%Xh;@BDJbkVYhK_sJOQ`*f*H`F-8Yv
zZAm7~cZtO5IAJ0zubuv(v838<_@(8<iLp$l{GHz@=E%V$r36xX2%BSr<&JvO$>%B+
zJ&A2Sr979ZujZT<>;1i-vQeuPytqb~yO@ixR`gok8*S_sL0IBnG{Ikljp*`Msdy7;
zyI!x0Agq-=cGh;t7u#*=+opYBM`TFOecmt-IN>Ua^Mz@&An}0z;j1@DaX)SWufcr(
z+;vE0;Cx5*d6`?wv&!v=nk(N>d&|h%@A1~P*Ngv#X@uV5AQXl_tr?v-Hnbk;CIJSk
zm15QDy9d>_9JIGve5o9*LIPL+!!aL6#;%+yTXU_Rj19O7N;5vijLaNAwr(G+-PE8o
z>oNZzy5j~Z4J>~S*OnYtaiY9mup~slUc9o6_+9TO54^h$Cl5|)dXk9+UBrzt;>LW<
zMpJ4}&ro*w=;x@o1}sL}&4-ioou$+=1Fspg_pro8&m_2`t)2ZtXPX{-u6~;inmN?$
zw)Zy)T_oIY4_tFea@4|8A;w5!1yG>*)`v`Aat<S_-N^mu_FqrcWuqVZoyU-p;Y#@`
zhA&6;uQ2k=+jl#T#K!ra{*@<wc~vZ4_rpEHLw~IGekjL(SF1HC#AqI;DCgos(`j>`
zfL+Ncjrd}5&b|ARyA6e7^G8iBA8V>wBM>{Ie;of-6AXmwEIkbf=6KyPf?433+{eB@
zW~=$G3w+nR)`Xc{FMYQ4HbBL*u9K%??mZ>Klon$<OneweBetkn_=wNk)4FilWrwG*
z(ruTGmBj2?VgIyi?XT*J^{FAYgDuUJYg315qyHfK_4QRXncxhT4}7B)7wQ;LNP_>X
zwMU%XQJVBmzCenf&W>>`M!H}5jVysYd9@0m+k33US?zddalMwkD)Gl3$zPS+*7FZq
zlRqS1g`3O3@5{l>?Vd?oQs+n#m_<eP$g1~Z8Pyz_)SQ^qokFllS>#Cbn4QbREML7@
zzNU7VyABnII_mOYUHSH3<7JltjF+O^g9}Ol4v)5O8Iqs)HyV1+safr++5QQ184J{G
zwKQ3JpPV-~zV?26?aTOD^jg;&6NmPT&riGe5ebglQoYX7w_K#O3;Jg6z2~$@WqbdI
zB{_jLE^d~MZH1qEffbo~$YkJ8(=iz+)N3X9J+gn`W%1MHuHT23v|@)|pEoFN6;Cj8
z5NTq`drX7WvZy=HjmL*-0c8VqCr`#9sK2FfXu9wwj%oPBc|O~)x(na!Y$-MuRmu2>
zQm7!(Ocmh3JHlO~P?47#T0;x40#Z;ZJkSC%Kv`5Z9BF2$&e4g+pi>0nK$zbyBI){Q
zS++f###ZF3ruhPD!|c};fmp^2btsZh5FSeNA<2v>Fa#1=Xuse-dW-qnt+EU=R<&7}
zNI)zbuRE5|NHqrox-Lr}UW63qeCLAyuCGd9owW6=2$B}Ai5IkuGvg9ud3Gzp_L6Od
z<yk6&sPpewwcp<2e#y2V8e`JEka~8vx2sSp@4uoo=+#^ypA~zb#IuN~M|rxxu35gu
z?WmCjx+gAAv|k+Q6PcMQM>o{#w_|3Hf%6P<QP7=2tw<3pP*JJD?;z*~?nKK<-t;K!
z+?_>@5B~7VIZx?-^S(wz*}+<h5P6_}d`=7GtT`~9bwXXdKvbW0*CcB@kfZZL2iBSZ
z$|v_>jP3$Ca(5F5z|{zmVud(oiT5rNX)fY45RaV7$IQQg*oqgNkE^UvY3wn|-2ytv
zA%P8qOuJ8o^N)Gj5Y>6T=PCLxiRw;2KNXF`s@F?!pJ5bt7oW|Dso#hL<Md52%*6fD
zNrSp?`GJ|=H*P=Zd>YiLacAsL-d^cm*TAo}g$rKP5fg}|s~bOEHo6|Vc8;2-jNeTi
zO<=FTD4TQrQrUTQ!JuS?&biU^%#-biYm3OqcII>6n6BHNlXv9zAD6Rl67`LzBdw_p
zmYj{^+*oD`<6yzVt>l@lLis*sXf`*P5JO1KyxhU65|qX$szsDO{P>K;3)F0@rxE2$
z?wkD0M=KJ6-#IOwIPlhovp(vl99wMuq>OB!i`>frK9_sy7VKx39a2uq{;%z?>l3Ck
z6k)*A6hc#E`bn6#fzMXSoHfBHL~lRQi5`=`zo-$XUY*6Hym%QYrFum12*kJS;|2?R
zX{I?h`zw)8Y1}(zq~|Th8HN;Bk}n6&{UNZ{*?F{>3b3tza7=bW`_E6AGC<pClQ~hF
z`ElN`T5^G3_EXgN)A1Pv4eDgntVT07gr4w)CW}_J_)ciIq1>yXXZe}6@jhb$UQo6h
z426!|wfZo%Ej4t5CYmObX&DK9j-41}r2Iy6&-pz3Pn%nnn{MXKi#uu%x-#h|pR?OG
z+^R1+(dEfE&&>+%WHV+-K+rAYbx{J(5aEl+r`M#ZZ#W`V`B?N}bBYZ+t0Q!`TN*sJ
zKUN=Inhdbj(L&C{e{RY=&lh%$bWRS1mx<X)#${CUTfXd8P41>j+sLil2#X_79mD>M
z^5Amjpw&hEJomFHV}3SGDzECz8oUvz_B)oYMJg{|AK6b+Dka1Bk=@b0-x!Hx`KjQH
zrDb=3X)?QHbo?-~&p@w<85W?0%vAqJ(OE||*@j^p#$Y2i8YDJQ5s?xQklH9wkWf%i
z8l)tprN#&;38kb{Qd(NNyCkGRq`Pzb-tQmI;lSbSuy@aM$94U#U>7<tdys6P1oQ_o
zFO!Dn1(@Rw#8?CTkxsT)1_6{FGLaf^=F3@UZ#$mAB)PlL0C`TzyV&<l;jMoPhC(JS
zOhGN7qo#_Re*(7%v89yb6_g_tloJ({qZO3DD=3F64#p}D#w$)os!vC&53_Y@HGR=K
zH5&aX+~yHln)Krevchp=pWkW8e?<>}(*U>RK4i@k5siH>pY_&CKKJcNew;Xi^DSy8
z2}+aB^n~Saf|grya41L$4hAJb<YX540!^|h%i(!txI$njJC$BWmPr5d`r@FzYKxW(
z$bDBeZR$idw<J7b%p>Q+30wrJMn2zUAE@c0COupaFn>ZKF?)cB9&h8V3({-s$0g1j
z8g3z?PHXp~x}J)~!qyeEPJCB@5iTZOlfuEd4hii~{~OW0py4&>;w5*)cm4MkvFw<I
z35by2?;EB?B>Uk*pLAx8W)u=cSn?>n1Z~pN7tI`PXV+XR@=k}Dd5Vc;I^kAD|8sE$
zb17>T>b}>j&2dgUu~MFlA<asBuoFksPzwI1;r84^bM=LG*(KH=4%bZ?b5n0dE~*Vb
zF5f&D@;U6&#vlLr*MwV|Sim0_4&e_+QkuM7*APu@7ktzBBc(L_(j*3deADFR{x=e#
zhufakMKm03?!>2g@AV*l;ilZuP?+6&7Umf7$0z;=A&Af6`2Cf0m{J!;L<0AB<RC3M
z`Fvw)MKc#ks~(<$+gP893{vtDbl(oaHFia?dYmsd2A%FT{;b}@rs}J(sa8mC-Am-@
z+Ej_qUOiznW9@%78_h78z*HtITJvzWM6|o2wd?zoe(WA^--{OI1f+hidhGto?_N5$
z`!tlxjqX!Ubj<1>Hq0J*H#mArEv5J*=IUk^I`MvPj_Ly`$ekw#);BZ=hkdWA(43x<
zql4>8))uinbks8L8U+t=bc{VU=DJT7mgQHv!x6y>c@$K*x}PjAHC3=g#LLSRzL_4L
z#il*5{J895kQE!&Fx+9VB6kTXEA*cVzxQEHMVeShorAhI9^S!1yaYjf8P(1{Y&&4g
zM<NlR_6V%FER7Np&TVq{8L|`ujW6V+FR-MSMgA59-JWMg2Hc|ATVdMEp59!65((^2
zk=t-2KfO+8_Q}}6ptp@pGXbVP*a`X}MuGJ%gJP%xwJ##TPmmB5Geo}hfe;0DV$*=)
zo7Y<OK67Uv--7iiGnrNp?IQ~5&4irs1XzNVbk)zG75_VL`ME%bojln_cV7GN|9^8S
za|YA2{5#SBbC1Z`#SC-2Y!0C-H*G)tAY|vK{B4=H$3gQQ;0yb}v+r_W;k>2jPIH4u
zbAwcO1y6e+SAVWdYYE3FMo9~8>TIO>9LXKbhDLH4ag)Tzowq7{p7_>WRg->t9u-lP
zk)kVaJVT8Dab`;MTQc4eg^xxMF@Wg6JbqIQAb-JAF2!cL&+=9em4ucrh5la2$^sc~
zbWtz`xKFpLRBF8Vj~*yI_*eD|4fsWmDe-+B+3W~L*>ozo=+@sKhN+34nbwkKJ=Rrn
zS_Ufi9#&vT#;C9>`i|p}wv(LZ-c#Z)5=7ukUhiTl(?(9G3?XZ3i+mw#{kR7e$Oo_f
zSQI)9j<2Ma3^eH&?i<OE$cNvBiN#8f>fv-$I<olaBSm6SqdGaH+gVc6S_e!7A#pr>
zKIhLSBhpSqq$_j(C3qJN?I_`vYKf2tSD6a?HQ_5aKR;iAG*r!2p!^O>a+dHx5m4`M
zY+;wZ^A>_&8F<zU$a5rGmZEi;_s6Kosh~5H>pZK(_3FWGdrHJd&+NUO5v<{7HqW!;
zgR@dhjfCgs<!t*vV7{)3aCQ6;&<y*}zD=mF^;*3g-L51yf@x|aouai@?-}DaTj`R6
zL03o7@fKZ}hc1T$W8J7<QnP2yd%O2M5)n4Vdc{3yJj!f6!O}E{S=!A%t82d(`HAov
z`OEQrwc@`3AO(+cY!-A0at{z5@l^hN$(OGY(x=7Qids?mSW9Ck$_Wp^EM}8yjDnN3
z2qhJp)fh@?h_`LMTmd3DJIlU2IG+B!J!5;-L3QO}m5`gTn2XTEm$z;`Wp?I>?HtRU
z+S;h7{y_sx;-gFA(_)cM440XUldH}Wni3(RY8%E{wLcPBWl4aBt158i&}eGr=O_H8
zSc25nK3;?b*4B>B%9)vOSeoYxwa~+#n1itz%!vd(8Z1fTN#E)c6Kj(aJQI_ybZE|j
zfSc{soj)(6uEYu5l60cL3ab3iw0noiABjAU!ZJV~bHW9wh|G<-?<SCaAn}DHKzks}
zi5S9?odkCr@p%v{l6H`1s>d-Vx2Ge7(?=?jwxgW1QV1p_d@A<tQZR2`BvedsD98`0
zfK)}rJPQ}e=}KbZn)zn#$a{Dp`klu0duxW;z`_#G`;(ZeD;^KO-&eQwBHKOKRrlG{
zC|Uc+Qu@P^`6BeW7wTTdI%mlI&B&SUnhtGTc!T>pSE<f6bujy7BA!IT0M)owG$Oy3
zy4xi2$l2+%eW$kUjIk3_DRr_``zLa62;=3m6iu#@W}t^V9__V=AM_!?5mutn#O<T_
zRNd==-s_UML4c2Y>L0jqww7x*q&}a@()38o^{782siMoipUTg#M#lSi`gikq53Z2*
zM!V~(ICZzdakD$NtW8@@j!Hi;fe~nmQ6ItkZ3AWVEcYVy5I{+~z6s?HCen^T)OdN}
zJ)<(b_rCtQ;;(@M?tBo~ue+NN3D;I*Z6pIPw=bQ2f;D(vH%rQ2EwIm?G4#%hMeJN$
zH1AGcc^d3&d3>)vGVA^l5$_>6OvMS;FQIU5a-<7I)*0Sf_b6-HvM^!~rf|kl`~^~M
zT<{c*KUsKzY2D7y@vg_^(;3YmH<^!lCtX)bY3s%K!Q#z-Ipz5h`>@B}9n79bFD0Ec
z-#WcyaZ11DsE|R`S0QtSP`SLQTtP8Ofd{ww?sLfSaPkf>EX<6x{poqeA4}>Eq6)LN
zXe%rKSs_?0DqJZjD*8xJFk7A&%vLQiY^9awW+WtH{IX{i0+g@c9LQ>*I{S(brn^x;
zNE(0hJ1v+&R3pZ&>0;~5DcL5*ddAgF=wq)P>5XV<k`^i3admu`al2&sgIClkX0NZs
zP#0ZNmm+m)BINlie)+3?k1!XQqCHC}zO=_>{`k}ET8IQ9eDaO+L~R220{uKtt?SQq
z%cw5?yjW&J*YYhMJy(7S){!Ric@2-ObPa2)U!`P>J4$4!G_Pe<`#l@_DDwBD+nRN8
zPvX7Ls}hTAv8#WcO6Bh!u%d_JTyWSL(<KG3z)7jbm3q@<61&;r+OXY&NS~!@5iy4W
z;`z0ZBm;5Wo5S7F*%vyzKNQIen|@jQI32*=vumalmaXD~B$cl?OIOv#q@D%SS^>Oq
z70Mp=iJPkVlRiq^Qkp^GXt9}P<c0O*ul<+AZ-4n(4!M@F{giPmaVo~qZpA;{wf<ug
zjab-TEisTUny4AtYP$Gi^x1RRPj;9yAf&vRqLUCx9a<02Bsu9i-vNBvhhzy4fl+3L
zFoUu1#FFrjeXFZrE7_ILyymaj#MZu)F2?_2N~~f{DWgei_!?869M_cmswPJJmzGYQ
z*2_k%*R?t?Ds^5pXlM#+>w4xix|)0Lywe}ovAsChq+vpSES0iwvoiO5_TK5kOYawQ
zX2yCS47Ai--90=sOv>&1MTbhoCjsKzf?%w6`s{%A@(Q2hF`RqOoy-D~5Z$0Pz`^;V
z;)4#2l4RMmT6Pt!T(SoEy<}q+8z=lJuMvnanitwn@LINy{--73tlw{%3rI*H+w@zx
zXd>#_TUdw%+70|zrtMaDfOIC^Ih`{{-Ww1^pX$110@WOmVh$(q1KMj~1`b6T;R(PX
z;$FnND&7P>-Fy3YnQ0WK%I;Kc5s83g7&t7-VpuXw%CvZ^LRCAzP<nse%35_GK#9-H
z)T5tX6SRquUN;{t9!j}Osk0A-b)79Ad7py}vBQSkWbhCo#bsofxB@3tY;bEf_ma@V
zJ97LXT2DD%D8Kos%#ii9OM+)PIp$!nz?Od#tlbRb2Xu$`Q|<Co?W|IF#Y^S6=EnHu
z`lQ?Xq{n82`??-<O-fEK+(Qv)qrs46vfySHT*j@7py4|4eHb<63@6J&A4|1RTh)k}
z1e&G?F4jtyRmGp%cl)#F-t>4ny*ypZVeeO$)Qj@T7R)N)c1j0d1aYim@`g`f#EXc|
zpExWlmQYhLG}o0*T|V8D@SG4H%=L7`#_2vMoX>0#0moY2tq9&H>ZQppGGVs(UPJ>r
zB>Wpx;8b70ZdoF;VBnpRb!nnB&@nizq7QIx8;LNsr#AS(T|hCw=vgpyrX@41=~G<4
zYy+uF4vagj?JVEe`A1txpIcbi#bd1=GYN~^UFUm0o3`*fcC1{u!o|}=_hWDIY`|$u
zO~ll<!KiNjy;8f}MRu!2cArJUtLC;J={`w|vVBps<{7439J%3gos@tAS$*j(lMYAV
z<O7`;2&gQbauW;<K+i~(@ssvNwA0kOjz{Xf?Xdpnz*!F8I%vDp?sHMWx7!de=XOu_
z4;b7VA+I0YDs`pTIcvv<-nfY2x2_J053z9S_M2a>^{W|g+*BJQB%LS|hKr$?e6}6o
z9hL3oqX4~cPw-9h2P2aobcekwPZP6pFLUC5o!Y$pS*pw^dUO9!VJ8}4cwQIAIk7vL
z`qY5(n&s#2Lfw#nHpZf|>DO74yxxwBdg>Ma(7>%jf7f6RQG0bVO8}b)4X!*}`Xt$l
zjEd3U_j?j2oX$3I^uBG7OWUQ*?7ab#SnXi@gWS~<O>G&=vxiu;9_8?~xvYqsm~|2-
zsFPXT%{o+vm?rPOiGEZBx`_InVZbg`Vpf@&g5@+v`fU>hTFTJ<z<lN{5(|nEZ)f3P
zzIJ3Akn{ZT)7pz1QTAqzpBol6XJga>>sj?DqZ(*gOC-33W1m3+P>^F^fNP+M52)Ed
zSn+m3A^vPkI@U|a9|0xKP(c!)EaiEi1$E?C5I;cwyq?ZUoPmYsQOk)fat0$Au}Cmk
z!KZYd#1DyihflJR?{s9JR%>RT&^=>Qe5pc6%u$?!B*t<CWPjz!CjiOP$G_<K&TUN(
zR*Z_I10(1ZsQlnk6dX0obauBoI084Lo>!=6XWr2eC%sIzz1%Lkv{67F>pb-MVJR(%
zgj0J|EqPQKdx&Ouh;n#{%6f=mJw(yS>ysZh$3@;JMZfN&k-XB}40c-Nj0LsA<Ih!v
zUyVGE2}U#ZSw4B0$dMQ*D+V_K8LMZt&{0TAgz}}>^&w5$vgLmyP*`)#g+8l(H_B&Z
z_2rqEF#4g{*N4WVEpklq>ms+I#lFLfkWncnP40KcBUEUpe6RK?>}{cMF9P`%UwTQJ
zGajgAdqMOTdl$9vvkv}zLe*;vu}?_3^93=-<}BhbetJ%<>$O5gwS5g)f{1HnI(7eh
zuv_w&`xw)PvP6;AJUjA_z!<%xOrVo5GEU!OS${3oETal*_2pyBJfN_4n;<9K`TkH;
z@0NU8PqrXsUN?$KW8*m)z*6LhHCG6vy7lStSaWN0GfkjX&pRE#bq0#WyZ+`K=`&1%
z+n*`Kb2_C|gfqgw$Jk~$7}fR!$nI_yW#AMyNCzHu1i4i|PZf9E*lv$Z6F=J=O0Bs*
z9c%h^(whr(xLpf|7c+)3=Uodj*VlUpAoro#O$OhVB8jOvy4a(}p3hilKn~W_7w|VF
zB|eTvDGR@@Hj5@x>kqHh=dYJc1!SCYxhhTzX;LTq`-}2jB#n~8_&FRd$n%PQW5@Gn
z^<LS0W0&Vu>iQ1e0Fk}t+2Fk(>9`UiAH<GwSRC>8M9hyJ&7~IaIlJg>&z_)_wj6c;
zUJve66uAfwJkpfp>Dp3Oe@)LWFu>leF8!^n=pIKopM<4Suv=w`N<vV<@SC_?nt$Bj
z1V^7Zxo>~Ddz`*9))bIQCx`u-3-y)`yJ;Z5`E}&gkWS3mF+e<VbDO>#`DHl1>uAv-
zc}M3xi)3tNI1TZA=yys7sIASC0&!>xjh~uDzRe#V$*L^2t}kXK<}-zlsRmgAWBbB5
zp*vBia1d;okPM&=rl)(0D=xNEOU%eCd_xE8vzB5O0UN_d=nDJwxclKh0}ye$Zr(Al
z>Kal1amrXoBtlA8_yH}O&H!b-%LND4pLtr${Mt{r;n?7petsGq;u4(_1scDV>6FZp
zZ$SgdsG(6Xu#ZL|+{ZVMu1xvyohKar3Vq+-!2_bunZZB~nPDdFmq55bCO9UTv%S?}
zgvSTE`Zyhq!)_6<az1YkgOhP8`f-;DDs#3T66(wSeE$57GS|c>0@w@36wO7O;iGiY
z&9LT>FCoYgLA)G@k(_Z*iA)a6M+-Oj8O(CmHJD+h>nYpviqt-=XYi}D*vGhB)6_^O
zY?}28U)^WvN>))8%<H$@T>~#B6wmD;`*7OdOf0hjW6-M+Ldnc)Hz2Y2lZgW4XFGWJ
zGv)g*a)aop^prBJq$vm~c-xfmb5Ahk?*mwd=ht))=Q3LPcZ-N6Hu&*Z_L+Jzjw<#J
z1|VSQ(^2#jvS=l;uTKu6qx`z>)*)%0IMNczCHJe}dhk>x5UJ2>r8*o>+;i`Uh7gt9
z9RV1x#J<wI`8{==wRDvNe}KM}y`w5et?+E~dHyG~mbstbx591$s*C}zj}pp?opOqu
zCT6RSuO`Ug!PB!xCl`z?WC$BxpS=9z`T;Xobqs1&kBY%WAIN<RbN^L&7*e&lS3QX<
zt-y87QL69SdA(OZ8oPR%`e)&C8=Er3X5-JN6P$ZmwVrz3nxP+n@g;t3IfvO<w>t+*
z9K!s?_p#2b-~0|H4&?VfvwrksDuZ+<iQ9)CH$0lgpH7V!CbNU^4j(<}E`lx&lEO5r
z<1Fk-`sZcH!OQ(cv42?lgeMtt`G-{XQdznZ&^SPPINkdDq{GU#cu@717!f`Eo&k&W
z>GJT>J(!F1^vFJ%NQ=fIwf~Q36kQ`~y5x3u<@hA^1;k<n(Yr$R-7$zJ!TUZMdbf$@
z+CMtGQ}Oi<#ks6rF-`0PMKk3UMCi&jh*?0rcYt2<9S~>{kW4`+nKGpIx8mhTcs*UC
zKG_g|$k24B1vQStuaC;jD9~XWwEe@oh)<fYUr$x__md}NT$;+cVR<5rGJ%B<uwUyR
zIb-{b(khMZDvdWDB5^V)ipJ<EtsLpOW~_0$*{vf=)qp2loTi!~A<T;q=5~q|e?Tw~
zLU9l9#^f+4(*nvIK~YWSgo4k4J^&igRFjcbbN1S3*EXNc)0o9>D0D?mH_-c6RK04u
zN(@>hQt%bO8l;e9k#LIW__3vYf2&51Q0yp0;2nK_wdfF|q<m@Nm$Xnd0-tV;o>985
zfYdRfE5v99tebF^aO;9esNtK4`YqyR#ql$s|6WA2Qml_~k&wo5S-CRQQi&>p>K*Ur
zDz_9ltvnJZe>>Y@J6~Q*Fg`E1CO@)!quUVll}If+D7lv^tv6CeleI}F)xDT&r{z<!
zk}i4E<O|&2)WqD=J$IZ#pUTZn3ES33C-(&bHTFiYI{f9z@Ib<sv!Uec@zxDke6Eay
z<kbO@h0J3Vej~7Bh@T(NKpjkv1YVPjhtWoxQ&^M1oAZC8vk(=FdBcGId4ptcjMe4o
z@=DQ#rr6pO`@!(pZ)}Y+PS=;m!<G3h)|y?#s_gZmAC9Nbn;$JQm^NsuvDbz=?Y!Fy
zFPl#?^^Rh>=UEcTUh5;rvIq|<i9k|+Fk^Cp>O(Wi;6``&VF<K^<cIU#?u@=R$Wn|U
z#g3<i!`@8S=`R=Op(G`@ria5vN4V6<t9rw&Esx3)TDtZJ-KfQ5m&VzJi$gTym-q-*
zS%U!9Egw=L=mypZG;-29GPrgrnYts7TS~ZXtB$bq+#DXf2m9&O<as4;JKh&=rdb(y
z``_c6j)bejvAV-i*VP=cRdbOQAUd<Zh_Anpr~3gQL>e0GRZ~%!zlC69XIR<V+F4yK
zc$wdB^6lcT(VqhwTh<>%;&DI~VbkB=AO87s!gC^t&vj_9A5|;XF1V1L0`8OE8VCIf
zV?w3(3LLYO38ath^VGVAvy`Z`mJ84nY-RdekxFK~F$f|)=6g$?aYX2F9bq~kw7z+{
zacQP`Xp<zsZ;ylE6PwnWYTX_rR;#eYw>BN#-?HDEv%l|y4DO=dC48>g*tsJ?CF}F7
zkx@P}eU<I5$8hC1VX3?pf3viI@naCryGIay&f!2-Ll*>UHnBQD;;dr#)hO>mwDqnV
z=F^W$NI$#t6=YF&-F#U$pqFz0U-Zy;rS;{y!r>nk8LySBoGqta3}%2*5AQWRyYHD?
z+#n<&nfTzx$KTHEG6UX<>w&L8WjKP?PE+W58CPb5uAn`^QYn9uFXWSqvrKw=5P`Jk
z<PDTw?apJcPg}944ijR^P=9y9>jGzhl)b8`gEWi%!B^kN*H!P5pY3@U1-IJHnh<u-
zP3vBoxe=h6J??tF^K5Cxd|@u_rf4Vq#2I|ofA}tu6m=Vtf;Kpcxh=}-Z<N*8uvJ*8
z)mG_!*K;}nFJ;!pMWG2UVQELII?!itKC9`@$CV|=G<=P#PmXO$*8QocQ?B>2@#X8v
zmoF+_zNvrts#;GIm|~(PHBj|gJ_Q-(KN=6+ZLKgaOD(;#bN}A#m|3ZQzkhN!B(_60
zjNH`mh;y_;jz;swl%}Dzst(dwbN)%vgQQRYCJLkR5lUw#RU792JLL9<<z|Ks=B^Mv
z7n5hn+wE$uoWa5YcO6YgfAb>Y!IytWNoL1=tzi$fd_5q3V(@9%dSXzS)fA12&`Xu7
z-(PQ6zC|z_-}xaz54VPbdpMjqz&wFEdkDBs)XayUBUrdiK3_sOPS$S;{2S%x<nYdx
zK|E#P#ll@Rhh!|#c}ojDs1in{7c3bMX*tL4^~fJAlOtt786_Gk0yL1|J6MxvQ93ld
zBzPp%ZBF_imAgwq&wz0F`|*k`GfwVlYUdDlrM>N%fsXql1CM*y_WeD1x*-CvrxFpx
ze#mS2Pt{5}krq`YZV_qf2EO*P$O2z(5QsYS07m@|-<E^RAikDY*3*6O<vBeO@!3{C
zfmHfUNPR{0>FS-mA(a*!M-k(-JdhvC%Z85%x<VW(6#_7z&*KbVZ(viX=OR%!W3nZP
zYGNor;=*fq<OCw&W=FU1rReh@(Pmg|UzC3A17LIe9(1@gTf7NDcB6jlS(emJz3>d#
zhv}azY|KZDYQhxZ@gDE_Pqk9^irv!-4}o4ZuOlwBw)1dfCzjS_Joo*3_1CtD{HYH=
zeq1<w=-c(1(0?q+B0N(tI!zuei*dFK-wF-hIEb9xVQ5rhF4t!IxgfJ%s&7={GVE)%
zAN6LR^l#L|wna^nmcP&UVH{)VjD0WG>&JH27uGw^1IF2X>x+)&t^YX#Q|1A~JC)>t
z=Z3XwTiL5Z+88hc?W23R$?aME=6?L+dmD%eGKfBQe_#$(mqmz^zFL^ASSDwfIN&_j
zPb;fa_wk~27NCU9`F<g@Eb!aiXfJ7=)|^OLGQ9jJcJ`|-h`ZTsWUhdH-`k~Rl3#%i
zo-xvY{AbwSX;R6djn<xa$DyRK;i8h04$K9A`ok9LNS*ZL_Fd3DW-M(X={F<vHOF5!
z(%rCq$$@6$OIfq_PD_<Lr4h)_0SnK#5?<sWoE6{|!cUkQ>zH${&=K|wHXOf#(6WNR
zND>VENyMKI$>yv*g!%_}y(on{yFp*VMZ|*R&_>WDpMa`cd|0Hbh9r1UHjyQw7~=p4
z*2bqHw)i%4fOw7!7C!-&7A|7r)KD;WCb?XfT)F{N^(iCPDu70UQ$rO@NsMe)O9ZW&
z!EXyE<~#oQzjgd^8y?`-EdMa?D-RDh^g~C1-!KQ9&X_|{!x!ilA3zNvWCVg*2QtOq
zX>4oWKkcDY%M`stBd6dR@PkX>!&m0vI^t3F!lUYohv<@rsIkXHhQ|bl$3%<AgsjH|
z)?<S3asmec=3mRusR$H&htLC#sRskI302C-Zcadj=j?|TG$Q*%lro4FT(=?dAGp)z
zXC_aSlfp4J;Y+9zJV8S7K>oP)J-Pg+T8=gflV-sVI0y<pgi(y5EFlK)K-g0m0?*;x
zZ}1j|*5FJ)9C`fhw?Oc&GX({EDJFe=1j%wkWX!U=ig^8x=-`ce5e6M$GIqVNj%gl%
z)hT8EygFx!I1TP<aP9uf1dLPmK79Mvw4rMq!HG*dfE9w}vOfLvf)Wt%V+8M96Fmba
z%7W-Y!UTwFm7t|Ush^H?3Y;3M$mHwPyh_O0F%4fBoqIX_<>Nk#M1&+-*)($%u-H4B
z-fH`7Woc$<V`~`zOr~YUa$gSIzg(r0CJ#-06mHU&T^9aLPuMi0vNqW?i^1VK`QL|@
z`P!Z`)p5lJ&lz(yHt&_u*&}t-<tdAL6J~1-fjOSv1F-T#n2Uc4xPvXs?8W(!WE$@8
zpgsP>+8L(ls0-tT3&LFAxMA>H7MPncCCvHpjXK8VWO8!;*U3a!yy5i*i#l#dB@%Uh
z9N2;ASCtZSy&fI8{Q%-xvb`fypSv}?J9sn~6+y1g7GEd9zP(AXw6CGP=JtX8ldVOU
zo8&a&z5SKi%pk<AN@i*rP;+ePsr+?RX_M<ay-1-9<DOxBySbM5K4+^>?G*#NK>zl@
z^Qma~I6Hj}5f|OLczpeXu;jbM?_Z=Uf7|0Gp?a~M!+W3+?@=FfQ5S#Z8B2T_g9I(b
z?(C#)u7dh*UO2ufeYy@wiMELdD@vK3er;w|RQ~hB&+-pHtHz(0nH83ozj*uJ#H{cq
z=zfdiPvgha<>RibkNW0Ab{6|r>!#YcDY25;;1BY1R2qlKfGS8ZEqH}U7kb_ja@+CK
zlsw$W;X_o7#M9XtAvgAJNFW5pIoTNv!^v*&X<U%8-6*KxOx6fOoRG}9Xi_Q%=oeE0
z5xHP3ET>sI6EuKRClmUG#|TUU2lNMYUzE-06u$c^6t0X!95N{#W52jRM;fgX-}20O
z4e|*NQvZ^tVX_nqsB3}x3l5fppo~D+6@NXaOfA;?^omavmQ0Ml1tWMC1NUnI)ZPS%
z8U_7+1{<f`ozK4I&=95;(oAI#KdnBrF8OJ`pq!uI*^){OcW~!Z%hCYuTm3{-ONggH
zCWFFH1vnp9Yh>Jh=G|G#`(jT9!!`G-@&ld?eidm&ol7vD*V7Yw#DG7>k$A=ix@&*B
z)KWShS0ol8a1SQ83MID<CAa!aY4w?Op74}QBAufbaVB>z_T)kg_!T9HpPyw2>HEO;
z<#up}W+u_wEF#w@SJjG;pQfM@dc^MrfIumCb_a;)kwtRCfL`zY@1>vXw>KVoCw#bh
zb3pV*H*(d6tyhKh{!?~7WoayFy90ZF>y&6r1HGe^#f-yX6|FDp;WL06<p)g%jEDCe
ztHa-Q!7Mr`EjpLmEnQ8N%1sCreIvvH;_pR>;C<6_akDxRmmFSihJJao)r8Q`f6ATV
z)Z*yd4!tie`ZR}PatE}t1+>ihUs)9WUP&(OlWb~OT#m?uB!wbu_&?^=#&o-3<rk%9
zwJsf;{@mvK7g_aMYX0?!g69BCV$0`u!%feeq)%P-#)kKR`kvtlY>3s8_<|r8MVxEO
zcrXj}nTYpSf0j<;_aXg;Y|S`AnSh9cwyiD#xpW}vqrcVN`g~vV-sQZ^$l1hGft7)!
zd9hEP3jry#z;@KhV}0%!kiLt=I}lC8$LHD?_0P&kdTwp^55y+0^l6+39?U0b?xj9H
znNJwo8%SxCLSe7lIM0LfSyaZv;?3>&hx81;{qkBpo{3&WL^L{VFGikLqkg}x*3uPx
z5hE1C?(J@^p<bh{>#JE2S>7W5`Y&gJ!%BSjPT0F-InsJ4G{8@LiTj5mjXx&OG48c^
zsB)~|%kS`)nQ*!X=Yfs}G63SpJ0dvx?mLUaHycv*BE_}^T=%7B?yy_4MACPeDjkV0
z>8a%rNe0`l*<0_}nr#@{t(ur@TUzEB34Rx;`=(5*k>};jqaC@Ku2i`o_YZw+$?7c;
z)Vk>F<vUDK<1EkK7Hn_CD=0$EoDdp5kj-T-MC(+WUpw2cNBFQB(BPLU;#%~Kfw{RN
zF|K8*e`HF_mf}0@9iM$c;j{A6{mOER(n>0GLZ8yGm2wmJWO3}xYYs8OYyWTYcb0OS
zwa8V!`+q`nA0@w1U{k2N1@z9`W*cPpe@hYs5ZwQg#gza=q?BLCay<J=_LrE7nso-r
zLT>0}sxJRY(tq<wR?UkO>AXt=kx*FpveFnVTeFoip)BXgvkCJAn?g{ken^x)M`Z~K
zK7IL-_(9T~f@H&;6kMn@$EN>_;)V~YT{JhJH2u}gKZUO;s4{jA#dD<=DcAp$Ui-4z
zy0-(uYg`>Sep-W7{`y_NHI6M7BRTse?X@VK4$Zx?e@-!<%8vV&FtWg#jI;cB7+o=z
zmMVGl=i*|)K<{$yJN<LyV5|6NymZrbl9Ni4ME!Zo;q{exb^Mxr3Gc5ap);Aq<nKMY
z<Un*#+OLOV9;T=5Cx5<d3Aat=a&(obQ|hNN{gUz7p3cV>-n-Ix;#m?dcSN)pgiSKN
z5mS@9w97pHo9+!#)MI)4QyDpINudge26p^&f(wBrQ>rv@8LGwnu!hmxqIvOiH3?GM
zp6dA5$O7fXN6h4ww|>cqOXKv+LGPE-_>f~4pryR%9Vyn1aBXt@aTP23bm)ORx4_?D
z;?Vyad5KhnC8pSZvclVT=(q|XERjIlTP6@j_)@vcpjq74?VCX6xeI37iv-n+H<W?3
zGhv6;VPpklhbl*hhe8!XFJID_nBMl2zi#*?ot%>L&aoEFy*zbfYjZIns%Omtd0-v!
zogNNVp{1qG^EE;b5&5f`3Nn$9Jikr!=?ft@l-mo~=d6?puOOJF)dW`%&gI0fIY{xo
zLpfKsr*B+PVb?^VIWN)j$l#OLDQDEv;|^1`k&kAtq=)KI+f7dh_K6w4S7hTJ%_j@|
z%EK(|bo>Zx=Cf4cPygE$7(?>*BE6(K@H39V`#EyBSJJ2bp%2m_!d!>+@t37SObEl6
zSZ!9fb>-!0T+N`RF&jJY&(=n+m1&8$7$wzPb%)rHrhpT-nx(gMz$TzDzQmezxT$iZ
z;-+x6zkaq^)&As?*2SuKRr}T1`;xgynRIJ(*r{OaoGVnE@T@uKOn7!DvEJk8Dgiqm
zscEGvssN*f4%EBMWwq3Go#IKa3GOVCQ_0|Ga2#{GXMtB|jjs*EFoFS*_7Hw1V*Xpi
zyv!E@ESCbzVBUvB@!w?o`lHPJht2#2zoG@(j2Jq3wE#lDAbCm^MN$=IQaLP*=E?K>
znK}BV7T#5Z#P|3WzVq6u7^)5E_4L2#=|LqKx>x0`*jQcs2`zx|SPyBBr<GWV8;-d*
zHXhitMRatsIjPR%-m>m;)uOZ)V99$RqZ8d!&r{#PnN=%Q*~pt;?yURa#d9?ug}1Ix
z<?1lc%iS#fJkdYG)U&fJf?LN83qD22s$*wU?h)Y^KVSO?M8Pck;vQFItGNbX&|tYO
z1mFwU-i~!&y<P0<8%H7%04VIVx_xKZgLiTc3Dti0La4sNxK9hq%Hyp}DX;eR&%ZoM
zfwf<g&+%PO7HQuuGndU49lkCNMMU|P{%gK3UWdc-mFd&weTtfq+q&Hiai1KTm$Hc%
z(_ikda$B0ZeQmV2XdZdsPc+2lcTI#KzJL&dul>ag*KfnGNblk}Njc$wWBV(-?2Z;M
zX*4=}>7`YG76V7LV(-5f@Ia}z`N1zT)J59cG*lRK!P<<#=$C!>K06vIH7Y_#^<{JE
zlV2DTj%@~n!jlhX0Jf>u5z&nZjwAh!NGb1gNjzsM4;gSBzc=l{1+kI7Pz@Owc=oWU
zr_470!;aMf8?$b`P_>K2-R(iO*`(;7D6tD8gWjd<-?sy;ycL;=?k038S3vq4BjVSn
zw0$w%EJeMjH<b68ZYvqlMNY=2Q!_0hT+w*>5iQdZk?j0$-Oq*3gTDS@*oS?0;`@Fy
z3>pa~Z67=&7P-hY`LYj;acnmK4^YHwgx$!``KO$~{4ndI=Rv!5Ds$tE^$!G`W7GD2
zNKG2l{;F`ys6FhD2+hANIG9c>+r0eJ`zhlvr?GtEro&dBxc;r9<Yu`<-)Oy)rpH%W
z50hm#NZ0O3#Pk|#nc*!DUly-m`q`j^w)BttrO&$aUUc90j~eTbA~o-(6Mjc>5u_o-
zycTAly>~%#rY_Kw8HhS=^%<Icw)3FLl~~iW7c(*#|AG?eAa@(^X`6^)3CG1I>4mAx
zYsMQ+%ha_boalzkMUU{0(LlTo9*tYI^9XCqpvC7a$$F-UT?wDCd`!W5x_@G(NSFts
zEFZV8g8dw*3&-IU?>M-a3E@AGqIO@xhKHd|A3iOJ(=OL@v~OgGO<8il1B}jFe^dCO
zf6Q=FVd>jf;eJcrtgXiqc8ibN1KhtFyHjPlvu0(nj>Cg}rX`5WLJ`0`V;k}0%^I*j
z#8xSg2Yf;=$}+W!Q~bQE0NxB7w#5!dv`taE!2dUzHN!!?;NP+~G(}<S*#$^8t-D`b
z6Tf!z-*SK|vb-vzRh(Cj71MmDO84frVx2#yZTizH%{z&l(1)Mf(6kTpxRU^4a9#i>
zZw@q!8vua>US5N|eHvw8UzGsm?gEGYf=pm5A&Br9XXcO^Cn?yvQ09Tb5EWG6bE@sn
zR7!X-RC>!ndg~FH+=7J0La*UMZ@fteX+R)koD~{CKG2_FzWMYKR+ecPl#$Nd!b>p=
zGDc=T1dB+(q5N$3p%9Wb_SSa}rGCv|5M4kgYSG{$4T@=$+D9-wNzkej4nhs*=i#wr
zZ)|;#fBa=S=rWZ8i-3>U*%rdt;+@w=d})q5rVZ+Ae?ycP`Kast@I&r7IE4Fk^-8X&
z=wm54_SMnHUn_dBIVVASqLNG}2v>IJcTZRbsOgUhqe~u~oAS0l6yYL%Pswx!#o4e)
zEap7scW%-)ZMd%8d&9(nfzyi<D5e9ap~*|+Ckk)qR|;q8ujnYa33>D}OxFPba!5x>
z0+URHf;7#RpFniYJI6i+JP@PQd?Rn6kw@XphDVE)8r^y;M8Ui9ocz|DUYbcxu0?UK
zMSh8e{P)rX=i)MK_o!A&l`H-9)nnz>hGfl5zuxj_*NJ$lZF`ik%=!NJ3yU<5<CN;u
zdY7wkb(wnH75=ORf3;<gyS~8V{tYT&8jd#7Q266W%+<;n=HlE91JLX+*XtDvH<y3a
z=kWt2C3AHL6R~avK3D&84ZJr)*3#Vfdm!;mO(G}VD<LXv-WHMD`cq>M$Ee00xb|0y
z_E*~&+7uhUFVM9s(6uU%oYcajHE#ft0=eppfZQz>{#{?2rqTwSocG*C-8AIA_3QVA
zj9Ue3TZKb5B?)scJafui?I7UBAISg%SU(k|7d4Xh#R2)S;DJQVqxSlih04ypvRT#F
zo1FI@X&5C{l=c3Z?G`wyyVO=Y)s|S-rg<i$DV3FYHdcEwJZ}pig!3q7Ytit+&mW7s
zmroUox~jdddauI5sylTr(?EKpliCs-T9id^M9L6KInxvO_Z{S~Fst5_o;KCcfWhJ}
zGN9%UxjqML2Ki5EOQ7gfqBv~%W3ar9B)nd1jjemX?|;v5qes)ja=AzQ<H4(WkP;$e
zT6<;Xp6e-NJy^LL{7ld9&R`U}jP@LY;b0Gyy@Y)8!vYDG&zV16`*X?>;s}YaARl9t
z+5d3^@p)vz<H~uyQ)Gv-{(!9uxS=9${GZ5h6QGc5aN-dwbL82hdw#mXXq+q)7efHq
z1qaALFfHuB-x~?L3+*6O3$PDtb*A_ts7IkA$I3ytj~pTOBBgHm-ol`G6lrqgTch|{
zG?4*n%ck&|wGzF~6U;;^A_r|oDLku<vV1J|x@Be)ijz%T&FMaTxpr9>h2xkazX&qg
zJJd+)by!G*;_KF%cgk8QqnMr!yPga2q|1yVR!z`VN;G2+(XwC>#s9m(2-3H-4%D|m
z8AZP9^S5TB;pLJKo$X&vHLmR6<Pmco8u9eE2K#Xa&wtk8!-|vKz=)sS3)R54Iml4_
z-}hCx2ud2LAb~~VPcWz~$crhQkVuFCb?5Vn4clNSDwR2mHtSCa+n`@NVYoOUjstcP
zG#1!H+i_p>d;XZ2mGHlfidbf0`i)Z5o3G`Gqboh5EBWOy8|8G_NS@KPLLr92ia2Yh
z!HG5LVGW1IvVA$zk&c{Y6#|Y#<;F3sLwI)WO8vlhV7Vwg`WCl77~18A#pL09EOub^
zz<6bBe}!EE33nj?l8^r-_!pH13SjEgJx#WpAf))xEkzyuKv>e5n=xqQ=(23ix?(Ln
z<HkOm)yE=cALiZ6KHvQDNMRu<>&707VFCcsULVbmHxtUNk8<sK)n@fl>uQButj%s!
ziM`G#7Em{M13ncz-JPBCbjn4>uXUC5M-qkBREa;M0kCuckw&dS`tf0J2zD)E7mu5-
zQYjig8vmF}_BG=B6ZX&K>r_XUC)#2kA5?n+meN2o9{$B35a|Q;cku$ogjntu`@LFz
zWcOYKzSYX1iQ_p(B9!T_O&+(xh=qcrLcEKEqxs%hkm@8z)l(GPN=$N5b}$55B(+-H
zZN4VoMzl7grYih(Tzy1E=i}l8-CH}R6l|e4FcP6#@^arpxJ9rsoNy^=4Y&v-SY{5}
zy7)4IN{fhpz*k9ZMffxLxoHMAq<dJ)#**iuP&9K=pK3onnvFmTE$E|>pxe4nPG9V+
zk?>X`@h$py&Z=6@>frufVnS^~g6B8uegE)Rr75aRkfk6?c9y@8An-#0<{n4@;^n_q
zXX4L4;cZXDY#vRKSYmy@FbGn~$NtUkef>a~En{9bmFh*W&?_iv<?;O^2UYO4MgBhx
zTofncy{F(|Uh2*&(o)egAz?@1^m?H@ei3iR0(SWSd3yJme4O9I{n?G*F<F>@wXsd@
zsN!ENQx4o#4)LyJy@EVy`tz!0OmlQ2=te$!0tHU%r$7vaC-BdT8YX&G@%(Mssf`q6
z#56T5-;;J3+MYRRZHbGI*!C!DItn+fUwGWO*FYOo+yV|ABdWd!!8{heUYhNRWb8t{
zNj*Q_KDK}*U+e@DBjHUAKPl+pX?kxj)?0gn*0g<20QQST{5-1O{c3xeFXsD<1>^8@
z2Bg?NZwkuA)NcDSA$rn6sbnBsFHPoy_xqL0mHm^04C~woeKsP{2*%|ne%cc6GECKt
zq5y15%H2VPeAt?Y)8ygsDN)uMsemqHie2LQ{je5kaZB#be;MA|5qnJ}eDJO_Lqe*D
zHD?W`p7YXmS1DQb3+(G3J=3p>aJynJ>gLz?E<YNsZ8fl!oK!W1?zi!GKWNw~Id=Iq
zx^U1-zy<HBE5)pL;xexOW$ea(sxxHWzWh_BHi|mFjo-JipQ%uqPL-ZLJ;tV>HtpPN
zidJn*JD%$wSeoHR%4hvM{zwP@sV6H>B6nm7J*;MAoS>tB%|I8kvik4cyYF|u+k{6@
zl2e?X>^r(SJH~Xs)5At}EWP=&&s)UCTeQvhV~Qcpb#*nalS>fP2E8WILjO1cX0-A|
zJnaO2NbqGn`OQY)4G|aIgF?a*@ax-TjA@AA2pzT?K&W6JhCig&nqX{mSVtn&HKqx3
zUWfbI)YK;%wvi}ChaaqdI*p;@dw}or>u;Vuv2=GB0f`y>{lxamu2`R6=^Ow6{8Y3T
z?omp!bRXWqq~o2=2@MzL=HJe@p=^F-1y2+HMwJ@K5cnW7ffkg-LY27vt#JAm4(kP>
ztRPZ1L$B{MSB4viVJFkSH_wwZk9NO#MgFLbrhX*5_6F}Iuij*T)29F0z&T!2lwBJ?
zeJvj~f#NNCjc!I#Wa2rTN02szC#ZmyphgRdbm045UgusRuU=8FUJgfP)<;F5DIX$H
zf8)gwiRDbujmh6Czot5gO5*hlMrvEXI^F%ZMu5_q)X%f3(U^2EYrHV=?(1MHf{9fA
z5E0}1x&6(m7&WKkl$o(?>D{w5?bk3~oAN55DAtPdU(dK1>GzJZ+KVq6e>g&>Pyu&q
zAf0vRPYS+ZpivUCUFo^#gAQEF>y>v896v2mGfe@!W};SD048dtlmnlP8U6y(k+t0S
z_wVnO&Dlbv&oAwAln}`xZGdd6KZ^(l#&+*>h-LV>_9f&85(>iJ_;+gulLo*eo8cky
z=^zj>HE>`qO`)Q|a(@x&bJS0C?OaIki^=P&iQBtz+e@FI?eAw_0x;F(rNqr8vcH0Y
z*!})HH~#7d>4vgV7-K;#G?*@kB<2%wOdupi39O~yhk+Jw-N>Jx7Ew!9DT>~G^5~vo
zHCLAn;Jx%Lr#<_3hpk&h28_!fxPVw5NQB<B!4F}zz=^FTi<g(##OR#BItp<a)E7bd
zT%)Ld5yp}um=pB>hNytx|F7&iTL^w*{66v=qJZ2qX6XFBn;545im{HT8HM(4KOE%Q
zM)2fr7OGFmUC7@!bVRh2=gg0$T!p&2tX7MyIZv3m#^#)?+}Tr8o?>Hbx+iX)rv2L|
zcb{l<*nf7h?Z=|eR(cjgi@*64iis01I7op#1RnKf5g<8W7{4DIf7)nS`N4(Kt-`5T
zpL(KEZS&Wi_tp-LhmWo!FI#|ztSMD~_8-Q0XY{nm#-hTaX7>oQQ{g=~J}h%_U<hrG
ze(i}}xD2|&^G(cKx&5hK%S!jw5XGgCz@kp;@tr9pW2okDp9Q$!)2_h+I{-G*atjH?
zJHP<ex~$Et$u$AM?7RlJ`LFN<a1(zF@-5PtR6$@MrCZ_}?L`Wf(<LO71nL+^2(;ZN
z#^s#QJLH}TpsczB2L}v0KvxhR&iie1^Z|cKK!jv+<FfupknDtP`UX=lFrKi?*t~>T
zV$nFlmns}L^5LDRbvX0|^DC`_16T(gAt%rq(HY^R)R+DNGwV}WKCmAxKpsC12}T3u
z5EV7>*E8W*oxcbTYT&1Ym#=*!a4l@F&`5kbVE-J~kyXUWe#$Xo3eKY-q`!j90>M49
zD#&!GUx&iEaV5UR*UlI%)^#K>45iS&Zce{N{l5dUS8N;M%wU@!LiUC7oG{L}=>&G^
zoHsJOAlI>q6{o2LUgKNnRF_hoXw{oc|F^)uw!~fI#Ts-76NEwMK&d`&9iuGY-h!T{
z&%NI#dXF7W&8wHsBb_R4gSlPMByy$;`IRC7=o1t;23i6JMY34FjWFfV6@;WV_QdgZ
z>Q;TT{bTaI#6l_8G5i~+6D|GBw0t|I>sNcq{r(X0!antdF)i=qr)Ryt5B5+$k4H5l
z^*?Ua;%^prP+qQokD7ek*N!6hW@Rs~2bJ*WT}qgnK49n6CV(Ngg(2o}D{U-@M$AP#
zuyHyV>}ztr$e&EZ&66V${CwW_9}bs#zJ#@TKWOk=JF8N!7E=?M3?J7{F5qJ+;Y<2)
zKdFE}rGO_PpC_S+=dtE1A?;T}hOg>0UR7zlYJ3XB$7N*NH2!jK{PC{%$Ge;#?sdQ3
z6_h)d*HJv-R~yfGJ{hY%9uuz35FWcqxn^-}!NvYO^bZ?L-GkYZ``uadleN>Dua+{n
zouXrF@Aparvh>&Pk6)eF#9Y<HUDm{&*U-Dyu6opD*B8)^_lgHn#LfAiOBs54!X&H0
zC_%7nOlkQD04EMc>w-{7>Wl-J+7wFM{up+e4M1ej3c!qT6#~4q`$QrUb@ISC6@mqX
zgF;Z0J1J`e=`~XBoP%HqGKtQA&<PM}fXC_tCYJ{Ul@Ws<g8&|l;x|3n%b-`lc?R54
zc^bsPZ2Ar$RnV}Mzl3m)EBu3vTJrgz17U^o+!H&|CbFPx!gv()BL~P%5YdZ(dqP*_
z#J{1%!Ls+kh{nE24tP2jlvuVKGK%`q0jseDr1UKzu__avSh2EHtps#fQiac2bhqi3
zp_$*kxG}+BB><!Sd5~=Y#z6_kF*H<(Y-T${xyKrTUa&9gQ*UY#gF$)n&PZjtJL&wR
zP5iATqO**5`*Znct7Tf<JOKy{2ny_N<XC=_19f^Y#v%q^YzYYI2t+_c*KMMDgh2Px
zc^8f&Br%55!<ow(5<Y;j;&Bx_?mnFTO+eMvm2u7CHe+-;Vfy9(j70-EwkSB*gl>w6
zDm|F`{I%#}P)){XCeAM5r=YS<)QTO8JdVREllx=2!e0cB5L(vP>l-%-BjK}A^YS}Z
z1tQGQb_!0oRWSPZJHAN{(1&6U#Qk8lKt`4@Bi7Da_~Eyw-9WiN%~OWSlf`8e;*_Lk
zFy$;zg)Dw70hAE8l<%#ozGv@aj_Ip_Oq>VBr<)?47*ROWf|nohVVP!+E*AkW5khAT
z;cz6smz3pgpSq2?`fU!NvA-hWz6d*B_4n5R>u(gbNESTy_W!WxVMbtmvz=ef^~8XE
z!!rl7M_aGUFY+omzgs3DNsu7%?nIOD?}l;px%HwvxA@nO3GE$_`|=UZT-ugN0_Kd$
zJ7NFy^sWd7U^+5CmLYbjzd4lpdl)#bqgtv})(Cx?w}FDA8D=F2l5gg^mZyuSU2P^U
zvw(2ojdlXB{h5~#F^h<G3esX<I46kEU(iy@`<8av;CDfHEiTv!(Lhu?jKY*-Oy`}E
z-+_NV-33Ir6@|Pu`jm(ekp;I>cPQK1{d;G(VPm&pVz=?$c*)#&$=H~1vZZUfccD{a
zc#tc`lyRv!V%5on`1F7?0Pz(q(`|GZD5&a>5YnRAhfUvSLL(it{;2ix`k{@8zx;y^
zz<RwbUNs7HLy3(@&#9TxzVOnvqQfouB?HX<Sy*janJo5ZON^bQ<a-R#NoyCdYoURZ
zK~&1E{%oaNES*V7*;8;_3jn?*K7>)ZDBJlb2Hp7AjHyRl0{!&9c-&&x6{7W?qp3Mr
zHD3%@TH)aN;OVcfx1pF}gM&L8h(tq~(bKn>E|xBjdFJV>`EFnr0y7Nap!-XNcusk9
z*}twto-1Q;3;)h+bIhrt24q5g-DWS4a&tWTN1Z?AW_|h30vx<Ndw8{mmf@X~srI^>
z<vfJ-30E`Rv*%AH!8`ozpE`M?fGi&RJnswGVex_wop+8G$IG&`)xUy4*KL#mh}|Uw
zRrC$45C>R8OfAV7mZkmB6gy31a1)1d)HMhS47-d#A5gfAqu6kqap_fuX*cS6+p>$C
zXlLkb&yOs4&0{7Nz*$889G4l^daP?G@mgP8Clyn3$4&i%oze?Cl^637%YHi@ii-#y
zGO|!7r;0H^Y58@TGfV!4s9{b@FZTWSr<@-a4{YC1F}$W)jXPb9V|5~rs|_q-J_mH2
zMDqJEOE8H-E?#yLxIBYTaI)4+a3AEgKRXc_=WdD%j?f2A3+!qaE+NxRG4j`4SCHko
zyFRz`g+YHGJoF9MSxyyPRJjatIW+!TcMV*yORbe;pa!#fv{2&-%z9pF>zCxbI|{Rf
zXxtvzt5ji`rk8e9vMAdt9BT5#L2mEEWWzeKDxHKXp9JxoMp)*WW{S5)Bm#l}<|M=Y
zka#hu^o{xYPviBU&!%ENp2xgu7kS{Ah>*S=mgF)mu@)<ih$?6L(#V?TEqZrP?{y2&
z$Bs4fzQK5{WPuVH*m;Is*Y_P&nCMTLnyj6cPJNi@Ufpo{k)Cy*iS=KbzSEG^>FDrR
z{*-17CyH0rM|Fi2GX+AfS~<UC?#0En|D#thTM6L$4r%A|47%qI?yS93ENGC6vFk<!
z0})UfGo%ye5M97rfAJDW_@33lXqxy-<pAvU=}X%k;B?>&z%<_$6!by!(I!D$G)m2U
zAKFZ5T%o~~O#oi!ltr!z{nYmH%X(G6Tyx;)q->h{g(p-43JTFGwATkb(FmwTkq=%2
zl3RIzga(Kc&;}bJ0bx(nA_HI#&0Z2xB?r_>WjwEvr(b9iVxi#oSO>^aI;Gdf*X`A>
zpfvCYH(9VrC8$-h3lZMj4LcTql5ta<3XmNLw16|Eq|!M#OKGm<ou8`OSn9KGAa2oS
zCei{>tpu8S@=L@huvbXsT|vBlfFuJrOA_Z05l|MdXQ|YhyW(!?1Zo|~1uh0ax#f7{
z@-k@VUHH~DQGsvsxiNb@D*b}db{ZEXa0+9TcrV~Op)V&(4@V=}?_A4k4+It$9Hr31
zoV8MH3*WvkO0+LXw9QLyZxeV@SOwD-Y26RIeOK~~VP~^@&$4&-$G|%Oe<WQ8Jk<aH
z=NxxN?raiw$jCgAQMfyVzR4<4$VgGh9%Y=fWh7f=Hb^RxS@uXFd+(jS_qqGO{r-=K
zM-Pujk3Mvt_xt^Ny`Qh=xVHRTZ#+G<P*gm?*`O_;BadcjBRIZOV{}r;tB$50|4XuS
zBZ?&<E+NeJkcK~i1@e`K8%q*Bg82xae|sl_q{WG<*(2<jQ8qpk21(c6Z)*qr<<U_C
zC7#H;U^)6A$#TGgw7j?8!Rj|ulR~c8CUo(+5eDvTe|vj8@apf(*1DVm<uYXhybQ}G
ztUW!b-BQHCJaj}PH}59R<<Kd)wjF*2Ko5Y2JYfW#<SPcacMik`@VYjGZ{rJ!!7GHo
z8;_7k^_$dqF}NG!0THmj{;eoEu!pc2QWH5sDq#coNiFy-Xpyu7%+`vOwTueH)k;QR
zB3oO~La(8hkVLRzCQ;v^>T<Nf8whp4bmBn1BLKjB7mFkdyyhn2OZ2nr*_i~(;XykH
z3~g{|t`(X>by{Z~^8!1|n7hjuve1;t>m@rM?)n%>jXpX{!N~!(^&r;ZB_Xbxsqxl_
zxIdE#97rZ<zC)l<0%hDw_cI~O3=}$kUwrU9>=v17i&%^B$QNiv&`qMm#4r>{m?c;T
z24JoBvF~HK4R_B}+aJ(o#Nx$ixkHM+P^g<zrw`d1Z_9Ptv_~H4o=rQm&`7pkP4oQw
z*7x`2V{e{>qQ#YHN-SFm8NYq)jqf4s4Dq0pGPQgRPx{M}LE)$1bR$Hr^LA1(YNEdj
zBN}r_@(nV8lXKKLQJEz-^MYYIQy6<c@1$^Q{z_f|kG~I+uPtQrtBW^}5s#KUU34wx
zy{xX7{C!n_p=j`tni}p5(J^JG6?OOjN&3ZX@ch0?dQZbi>&+RnRySYoOS-5LN+)Sh
zA9e5POq%GE>ci1rW#b3iq66!s&EP8p%D=x@waV>%#5!pe*jV%&6An*4WBojK6A%HL
zuK^anwbd~}SV&s_s=B|%h$SED^An~vqp(%w8&!v!>lyr)u|D>TF8hx9%bFuzViPKc
zH!qqSVs6Fz{#3GiCw8o9xMy#@_q)EJD5&6O=$%}~;$Mu#q73dL&)q}~w<2`e=Wnpj
z#x5+p`P;$M+M#wQ&i$L1^Y`<F?*$vSPrFR7c71%F)58%Oh|-EG4&UlNl4D~Q{<Si8
zwx5TiT&_1)wzF!yqoQBiVs0*C`tz49ulyZXI*P&ks?qeS(Z9tv%WH{?)2Riw9gSP8
z>LCR`VJ;PF=VHV87!P3%foBwuxg}kR>Q=y|G`JZ%SXc{mpKc&<@!uX6EZ7lBAU#xe
z1LC~d#>n-hk>eH0=b~apTlxzTOCN^Bdk`uF4sEcZR*$HhLr_Bls3?KcL4XSzpe}qm
zXU0JxT2?yWg)lmltdD_l+TwFBJ1JT5_=vRZyQIKDn#TdSIYb_XTEDvX0DqGVjvt&T
z%|%3^u$PMkO(HfVDtnNK5}c)VAkjpEe2=U+zzL=YHV}bzJhl;kVXMhFuJS<0WwF~Q
z!Rlu}#X0g<glV*B79lS<;_(}A&yR{lYJ6`4W=p@NyFI)gBr9$qLaEo9@EL(9IE6|I
zIVW(BBYWJ~TI~``fNlNB<9a`bdcS;)DuGMc<0aPPp4Mu+Q#iCAuONwx_1&lL>reX{
z6JT>|(U|qIPT;>P#YmB7>s6`aQHxfN_jz>{rR7HgW!Gp&9^I4^u1L6+u3MR2{=x39
z$nQ4qj+3<txqV8tufuirnOC!Iiuac9+*P*{plL4L*YD`b)4Yn*1Tv;T=#xmeeI%R;
z(#6jcD2}!XdS=6cA$Gk+ev^{*@U`JC3M!JjQxPSI%;$ug)^T@SPsJSwuuO%&DKA<X
zEGkHK<sgFWf_Hpd28>WmVbrvU!6`xHpX)42@X~4Gd?)$pJqXA~c}XxZ!L=oQ2=Yt4
z06qIs>89qxQZd(3B^JrXsrKLQ!T>&#0w?=pH@&_&L0ZF1!k28TijV({+-27Y1}RvT
z5yMTke}sSP<S8!I5>Uw!aOiESIx^8Q#K%=}5p|FMANV!$0&Af`_Qb)XW_y4m6#5mN
ze6I3eUl}<WC#sfHtPd<wYXgU2Z@jZf)^4*^i?YU)25OM~KEF9+Cdy3X8#u%W!Hz1q
z{u|yLLcF*^psG7T<a0)(E&qDxEXjBKFkEO5yW;C)vk|H~5-{51_aWQk%lR3c*QkMw
zz2!TCccC`p0nE7`OXZB@G<9`<|L~4Yf+J(kIeO8KcoVC3neQx|L(iW(H5nWmgxs_O
z7AKOHK**99e?To|32!&hMC#?ICgg7+x@_Fvx14L12|E0V=Ks~v+c+`^KZaTSBY<uy
z`tSD~S;<FCA2~I0nhJ5&cRNj4>CEbTlYu$!P1tO3;*II>Byt_q5z1;+y$7pw_N>O6
zXx%q4y6G{x<}tdX(Kkk8Zm2}xP`RP|^TrLocHI-@hZ{cZ^P>jYPeZsjf-(I@?9Re^
ziFeMAWDNuO=iSg9))NHJ-g#nR9b;-$E&ddmcq1u#1;>JkF`WGG05;;NZ68voS6mD+
zU=iieitwp3zfZWYT8}Nap-kpq-N8C;-R}%C-9b7%e3zm3^JPGOnxVqPcY`*mmm7aR
z9~dhH-SxGuN+=(?(LMj54_rZJp1hYh2=9VU_+P-^Ov?^;f6MuN`b7%p%>R^+#_iAa
zw|96NtJHknYpQNG@d_r``?{Aer+0l`UmpwbocQYil3ywo`gb~ig*U5ZP9QjtgdmP+
zws7*Z$7`R8qbxJA<lWE&OG}lLvM9UiN}u_!Tpi>`hixfbdIVSUj@^Qu|FgYb(KtB+
znCr^@71RclE<dn5R2(hhoJ~bka$z*a=>ly|joRluL^&jA16Xg4W`t~o8~=|_Z@-6i
zthrdq$0<GjO9~l*i(WrKwuU2qMQnwy2BN-1@34}ms;qM$ISZ@VNhb)JJj#@3FPJ++
zAYZM1s#SAr4f}L_x<B?cHl92+XRV8-yK;-14d{{?YkA5)-n$iLdwi($$@%6|C|UFM
ze2uSrfP-tmO;>>>f|#UOYpX=t-@m%ou0M}@!E`3&_{g`STzO=8#8l_~JS00Zt)g1M
zasny+^oY)!hDOexW)}6m#Pg1$LVloCk?HWTBp-am5>3I~#^v2b_b(GVcMw+GSsm0#
z>IOnw-hs$}XKvrZWvzik>*nWjlf56UcX_5RiAH@adm1P)@d9S*dXWqJ{=}6M%(){F
zcPV&j3$|o(y#Rt_s?FRliJuB^9x6N}9z4IR!QOcveOY27*Re^|^~QF?@b*^cUl<1z
zv1d!YYjRvOK&B<XiTCGfWD{On-HJuoO$&Y99N8Rxv3+s~Yij;H|0+CXeeTGD8Sn5$
zvpmIjWYTGED|T%edD8r1381G}HxQN2XP#}b;n3e%0+hl8vCT&3H1s!_!@l^oKqNde
zI4<Y1DcB*^><Zq<MZH<jZoht?b7h8WEIyfJq$k#`uk|ofuLb-1o`;(E_F>Ss?bj00
ziN=<B`9G)*va{!mZjQ{&$F`bPN;@xB_x4wf_CGECys9~p+|=JJB;|Rt-Iy)rLBnp-
zk7b6^zFCjk4-`y3^e3O*0_M52Z0AGH+d-SoABTzh{JB30N&KrOu*XkSkPf&Viz$U)
ziS{0<G1$c_xxdpp$EY1UNc^-!DA%WCT|{`-A^@p~6N@}SeDLFCbGPM>NQ${~Z(4+5
z<&@YVy?GGIr|SuJB2vLz?d9$X4c9)_rJb)6+MIqmxY!3N3{biPE2Kav=4X=+q@li>
z3m(#V5og0AR+4CTS6osmn-;=>H#O5xe{d0g6)m{h2?g<{z<bzT;5Npb)f(QwH=P_E
zG)oiEB|J1niw3s@G$0dI<^BJ;3%QGiJlB9I07Sfg>g`4?!~35XSw%3l*pU8TVTz3s
zby(m>e4TX)WfMneiI{lBqkkA)JvwXg^g<pa2jic|ErR*h!T^v|w|x^M4rFN0rK_h!
z6JuuSkyn&@y2}7U(nroN0ZPlH1AGa=m5UO1`h1VRFXxe-t*Rwl;Cqvd<)F=|KR2C{
zfKl*^OU8c(O!)IZzWS1{YS4u->{q$lebHdFx~i~P?(3%upK>qzJGd^D7Q9=f-@KA2
z>yJ15p_252ui@x(5G>?5K8cWuF*w(GCZk&mB&Z)Wor|8FbY?UlZ(y@1)^h|l_JBZ%
zv!a48)HL;*-jV_WEGI}N)tmPz8-v&a%KN+{0qZ%3J`d{IhO?xsfYmX*BZ9W`Q|Dx>
zIV>@WP^XQcU)#$rFZ)%n=@fo+Ve?18?D9Cpd-@bazFSv*g;<_>62+mxEpgJ24ou}k
zvP+SmD-l8Z&}z(~)^yP-VcbZ4@n9x>!CQQQN1b;)DHNm#b|UGX5DhGipz7NUw~>v~
zblGSOk?ODze~S~;%&aY#phvhK`z$JpR{brd&WrI5wRNy4rk4W=CFU6(!hQx>8|xK|
zzkNy0h91J`cd%Iu5jQyV8Q_c?h^Kc2K|Qbr&K`oaEZ|iTQ)?sY$kt;F@PC9jVC|iJ
zjjA0G*JRoUUq6|>rs$E&Ti(5!o(&0NX5+5hD~HsFeUJhV#;e;s7hsw_O+B)@n5~@A
zYU5(cbW@=rq#g56HrmvKhSS1Q7$ru^irEO}1eQKpWNWr|+%gcso_#~#mx$P(<AF=M
zVhOVpl|vjUhW|J`=0$owA^~9FFJe^<yx+TqEKKxZaZ+GdBu>flVlJmpbMbv`Ml_BT
z6#Q2WgHXddrfyP&R{mqlo<e!p>sp+(uuDkZdl3MoCRrUczVML@d;hYUEpyqyiDk(q
zh5Mf|lI?a%`p>FTTS{qv0*sE}`fx2~LE3__n?m?`v^0SY*ryzC#}H0VdI%>2T$H1A
z?8!2LaQKyS+(Yp9J+2{d)hT9H9WN}`P<F;ro>Y@b;Wfu|NehId`3~utt=Y7Nj&mnN
z^}PuRZ|$_bq<1~}7aiX`&L1_gP`Q_^Xq2d&m~uHW;bLMEl;ez0TI5@v$oq?NA)7lP
zRf~~qJdwv2<M-@D);s=Fj!Sxm=8gA4OE_WA%XwNpT+-C~<D>P*^x=}J*Rbi6X48Oq
zAAG;2^<H(3V<-DDL$L_M#b$RSD~b(T_?ex$kMsAOn>?Lor+d!t+rvFRZF_&N`?%-*
zX~&(GVlX{pG&}cZVJ&shCUeQ2*V&HmffJ8NNnF%bGKBb|q5>AqNUm#Q7f0WoflYI+
z2*M8oWo}qgf|i-c#QSUYb3Z^k(9Bkm7BzOri6Ih$_hmL1!ami;M?`^nn8_*iFVN4W
zEN~uXrcYmwNF<=yq4HSd-063JP_q}kqfw*m7eOc-zzN<H3KPs;lBtbxgGgw-!YDJ~
zO#1TbgjAimh0_f7GHv2-nPaR6&qHt0oUQ5HKn$wbuiVVr48C<K0H273cWs46px`Xi
ztsGE@!o>(qIQ@4mBsD%e4B4N&v<a9D@*BaP(doJz<<)}lt5y(}`wkrUgLAeJ>hF`N
zNE%E_ghEYnU60zxFJ)|P6{ZESx7^m-sRU;43A=qY3gr@uc#cF}tW)C<8&6`0;Cd%M
z_~~-v50MZfWI0@&r&H$w`~j}`qSf^ff<p*_cMp-?h1aA7-n5$nBdmeA5JAXG_E>NU
z3Sm)><E#)>eXJx$Cyw5m7mi&Ju_6JF3lKaAwULomscpF`{TS?Ss+3v*k#94551ZE7
zqj_MYIQ~l+{PaVNbqqFwav)=rypl?zTm*BUsl$TQqVs>SNC|E$frnA?9~fD0zr$F6
zz)+v+)$-twGF+Snx9H<<FN5;hRn0O9Ks_vu20w0wtI!X8a-?^~;Bg)D@Q{33NEqf-
z#1J?a;Oe#K=<bj^_uL4_ttXQx0}yz7d2n~wN^!WJd*~?Kkh?x`E{bnmxAx#F#TQ05
zk$EnFGP&Vv#eeH5VuL2yvMt&|`TPD7%U}(f)UeYoynzV61)bh#XA7^xn!_lC@-$HO
z&*)e^Lb(!%@KsEnjLD{0PxZU5pdRj5ReE<gAC;+%4Y}l(9vD~;S4aO--K-l)3b0_<
z=fvh}Z6MaZF^K+tXojyAR{T{juVK&hn?21ovfb_csLJ(iKL>oaF7zO~Q;X?$N+dF%
zaGEASC&eXuiMmbWd8gzZD%l%h66(e5ETUK2ZX~DvGE3EtYHJAniKIrn!=ne74q-wX
z-v0hv78cr0P8*0)-Q?)H?>R!0Ksb~=GkaC>Lt<U>MNdh?DH@hMfAniqfoB#8KcS^P
zaeJUv4?zm1K7he!&S_|9YX||V;_FK8*A-`9SEi*_zD|9X`s!KQt7os%j@;Tv6>o6-
zCV#_W5Ba6%wf_r|P0mr0a1Ck`{H+D?JaYjQ93$l7-t8>(#dEfpM=uxc8L78%$Oy^7
zdKa&j(0Q22FLlLmNH0jM!P7PHxQIsfPn&*3s{?cXV6~B$8-NP^pY|Mrf9J+HlN5o|
zBD<Zb=YclwKN0TbTvy=TSVyiqN79H%FB~`QU11>CeQTX~_`2RYrQ1_K8a9WDoxLi}
z*_0`HUClE6@Ya2@{>Xm;Ll&F$rNb#+3f03kb1`*$is4r#cvhbh{6_jB`B3V#jYRV6
zgkV%VFoJ93VuX>)m3DLA57oR;*&2}3rg$-nVDx~I*Umu7UqAoD(Fy6y<K_46gleC)
z7p-<R<u3Ev+qqa(@1vgLPFmNMnVXELbR|;PCQoW@d5i=a6Oj6|3iFiL7`IXrDvJ3s
zLm%ys&@jMkBmu^~R)-)GD|-YM4uYTEw`;@5)E}f>thT3v4cSer%P$9Q&`hDmQCe)=
z=ZWCxsDT|~I%9#4-mhhi!rMK&M=k@)LStWFc-5%&Ys{6%mJoa%gcJn&(2Jw9DA_e9
zq3KeC*xrob;EtHN@TLFuOt=sx?5pAuqj!xuODnP-$!#HwX%B^!m7nsYJ-YULvrBgB
zIg%iQQq;Edl}Jl6kW`pS<K=eu*eSpK%;k4ipIlFmVqcG<Ac^Mn=XTp-gTvrb1v9Q=
z7+)=7Sc1N>@|X)8kP4D{3~-}L8+g$Zu0{q3u?%AsyzWYAXs!uUAvyHbv>4Pp^Mjdm
zCR3CAzPvoMFGDr*$qd#t<nBh9HaraXtp%V8|7SwrQ?(V8{lQm_5>*2exH;ZT*%$90
zKv6xRQ4xTsc_ZT2+pz`S+-a9HNK_{Ms+tAWhMufb)N4=sP=*r=4XCP#14C6-3KhzZ
zuSs?m#V+bG_p2oP5ZoA*#=`W^s(Z>ktK3)lZ&2lmqn?c4Ujt=3R^^VEd&nk9(_b=|
zg{7W;$Y5$y;&|nM`SQA>Ti0PhJmcYm)~2M^_m^6eJX<ftaPgL!KYmg(+I?v2u%F;$
zmg%@$HCnW5qrG3Tx0m1~73Flp{qwGzS^mCa(hK>-odK>VU)z^~dikU7CkcIVnMf(I
z=(ay+Zv2Kn2a=)dEHiqb^k5}KoiA)5o~WlWP7J3xuhxf4D9tNKtE9;d45vASHp{f3
zjqGA=O9)hkE*&R`ygh19C4;F}-3as^j#kDp?-eTVG%8svKPd*Z-Sr4t9$Fj3E%2iF
zoIP)|z<K!zp5=a525YD&wU@kSx7Jc{qeT>;K6<EWgGSyHWaJ>m9o^A65$>jnl-ChY
zGW(B+6T=YU&CnnN(3M3LmPCCQrPq|aiZ-`k705yxnBQ^@lfa=tvn;a@IAyw)>yCt5
z)GvAeg~LNeYj9JR>?@Y%rY%`H4gS*w&@IxOjqffOZ-3USTKj9yL&z|B;!FOKbQWze
z#T|+qagRT8i}#-Yu<}=*59CCr)&lq$6q|er^i~Uf^sD-`ySnJ5=Y<4-n}xq-5CE6!
z0dtk`eVI<E)^+;XykTsj%+!3i?+O7eg8A#&X9X$Bp@kfVKgnV-w!0$n7o7PHbFS#}
zn51pbq~gB5n@J_GKfL?NmtHtNS(RBEyxrONa%3#Eqy%K4i9PUrI30UXUcHf;PJH=8
zHSvTwn<lx=7rG@7YtyT#_T=55U6xYbkH;i%>xN@V8)WM~0^8XMRug}-=7~=J6XhQ5
z!?Az{iVSE9f03t{Ege&-K9i>pV@K=XR*v`<LqAcBCRS@Ez~8~Ie@Sb|;>)WghaMey
z&!GT(1@QJ$w6Br+1L`2$IQs~-H?;-(9z+boh*2gl#j-;i-QP?pH=7PY>NdC^`WW5G
zM*rhyCuV)I7l#|4&fzb9Vu$`5%>A2h1pfxN;T@xe-H9j>cqR~W8KeN7)!>e8gwpLH
zm?chVWQo+!`qDeCAFesjf`OmG^<oiHa6Y7-!31Y22+5{p<JP1N8OG+FN|}}K*6T`H
zU%nCdJlG7~OQzPh0zG-TXgPS;EgTXmXzqS`A%Hv*A%nT?@&QaciBK5I0Do0_DaPrV
zU7fWRBOL=C9l-zxIz5ps#KTFHDH9v#0jyGB3n8y6a%MJI`sVfU?Dsb`X|SVFgwCGf
z9fK1P^9(*iZS{-%$FQZ&o=TJ6@H41mSV0)~UEMHF5XANT?5&1QgT<_7gbSa(3LBX^
zgSULzxG^f^RhG2z^&W3ALZ?l`OZNklueAEynq*>Kx6QXlx=xqbZeu*Y+YjqILP%66
zh_KfgnERdQ!=C+BzlVN90nX3}da>)zpGf^VYoD+3{l{^A+u-&B*TivqkLAykX~ltw
zgY}ND<ZT&6@^1St%F!=7%8{kg#5j4u^6LrK^5=e;*;m5hxHI<IY6T*bu$P{B&u`{;
z@z*z&&#V_WIuNUb#}l0ub*tA$hGW0?-RMtRlWOIaZsTtGZ#131Ois8`M%K;5rg5z?
zf(%V09z>|-Gc{{732QQIu)fub&(V&*uWdA)$0Yg-9~M8ocfN`F{I4_bni21WnQhOX
zc_@OgdmlafE_UuiOx**$KRUO&4YWuZy{Q(Fe^y-uR1LTE-V+@1I+Crvid5Lqc;KN=
zd+DCtI{cAzT<Nsubz#G$&8tY?JyE!p-qj(J)r+UG9+zD^Fgp7B*Ue*C4>((7f$|P@
zi(Ch~4lx1%ut7gPK7=)`{74G^WDtsKy!dSoZ=*d8`&d=hOFgYY_X-t}cZ|9<2L?W)
zvH@UY?_;5+mu)CkD0CA@v=*mWIdKUJk%FC4r4~{3tBwX3Vnj$7tbnhj9yWSNRf5oz
zPmw_e;K+E@0P1$clofxWF;z}hrCu^N#6H?GZzK3=RvbJCi5CPRj1t@cB91b+ZXZKM
zi&uyHbx;Y!g$5prj$cv%3?pE~MThvt?JM3dyO(dkS>Jz|4meF<LabS=g>T*65_(Y2
zZ8nQCGIzSD!sq5^(RmO$`iVOQwD4kdj4ZQ;=l&HbcfLK}^7hsm{RNH9pu|?y$XhL{
z5*!)EI(Q!;T51cVb+smoW-zNKKI=04J)yXp5Y=6Cb#a1o>V-Hu$B<UjyWou@5e<hL
zAq}7`<0%E%Xd@vyxg2dOmD$D@4}QfwY|621#x<imAusuUC|+TPL(kSz9cI-dW;TX*
z@``p^isW?~l|s%V4GV*aCmJinH^3nB<|K-t^VE-5qv=8|KXVGO3d<o`i=+BwT^Ocw
z!IyvpeaK@t4NJuP`~o%usA0PQ2Zen<4eB{m#*@>e!&WZrTEV+h?|@2&j{?z_&d%l~
zq1n;|@R@TY1))nZS&->=fToX+l`U7D(5$1*{e+MKdVLZs6rno#6LDbuY~|0&L0<zK
zDv)5R<l^tT)hxS$iluo3Mj^ltmn|G{=vEKfE}?-nXDzb1@9j<0x%BE%C3n7Kn3C{~
z!*G-4BSJ~>^6%2&8DrX>r@v=DzC4lLa+<16cUwXITzO1Su@Y)Ya4Wtlvgp?!@7^F^
zZCFW#28pmpqkGjQ$XN{{(^R;MgK0I=_Rg!^>pmDaY9|C0e?0U<oM!bSL31M4)rY@r
z^x|n{^c?wxr$ZTi49IB31v(d9{~Iw?afD9yu0B@?rB>_oXrm(HiZr)~v_-a$&5Arf
zm+Tgl>>7F)1gaX;k?|9HCMbA_svwe%nNE`_ohjx`%nfs0U5guS=(P_I`9D0o_weEP
zIXM*buNS}QG1><LruO{e(-KlpLnFh2B&G3T!7i<MTcJ=gOy{|lQ8r6GUAy(Wp}Xpt
z8n4nlD^-n<JXt^}M@5=UotaKuSTe;O!0blMMPEz89R9@y9$zbDZTjzkMV<K|oQh4=
znWprI!dT4vx#q#yzk{>Cd$+8+AVbkezGNd*jOF<>?sx7nZU%rW1$$DF^fW2j^1f&-
zxlX+STfP$Mg^Jl9N?}z>=V2gEnHr9M{5H#YDNSE-j#5xHYoeM|Gj?x(>r3+h-CZ(f
zkj%M-7+Zg_dvEN=NrV5Duj>>3Gn2Kei&Of{F$9IO^{CKbOa9m7p3Me=@+C@H@vmw%
z0w9ejrgQ{s&mKBwRBn`s%J}WhhSr#?QGP`&RGX?DABGm^!Kd50MRPgT)Ldt0W{Sc6
zQv{iS32{9ZLq-IbMKZwUiL!KT+=+zp0GEULx~URi#a~zV8m0h-!r=DaM)MHy&X0So
zDv0KQ`f5qg=3nG3oJWoF;4bW+UoCm6gy@yn2hCw*fxj7Ot`smJ2lmjCr;=Xk<pugY
z&0_-$nd6ar|4zN5Vu!as8~=JO5!;)>S0Kgnd3e;)aMbK>?>!?pIr~dqp`grHB?*Zu
zm!y=XsliNy#+p=5lZ4fg6jmYD4ko_+<Xqpa5L)P|TjHtf>2bqjH`>F4>3hkp6@*3{
zjdtV%OuLe_cZ5zfva#d7_b9kx(wN5smKB6pAClSMzl+Fgy50w&c8)yP1duzOPf}}J
zQElF}{CQy^$NPw->bmtt>}U^+6STx?M0svRFQvA*CJA?w+HF{3J)x2?i&_grO|tDf
z1L3G2)yJBZW|PkFX+3~if4Vg@M2+a76mCAH7%%)>TWz}X=86HIA;DvPQ+oYhHS?k~
zDNkN+PxXLI>$ej}fZyw83}c88PHnLI9qAs*C`qe_X+~tb7ZfV5ZYcZDy>XrWd1nWL
zebOZu(53L`_odZ$`ty&T?(sYrA1beR|0vA$tu=*FJXz61CZ$i><dWoof~BKlXkApR
zltqe}uXLFcz^Z*ezV)tnyX<Io9C;hWnGXQ@bXQnB@u;59^Xb^7J5t7vb~&zbye|q3
zeK{m?qLI}-q}Vtv*BQ2fVCJ{EqL|&zcR~XLesppdrciH`IrYqogiLI|<_A(ytn9)>
zFf9-1*l@rLsYI3|qePZr3gxJq^_%#d$|1ZY#o;8lwm;F?A)k|(-P3fR;fsHH6oCrl
zuRzVWpbE=P$-l~GHv7obY!NZ+jei89eYX*U_3C-_A*Rz3$p?3IfCue=1ENR+YHDgo
z_V<#QLK=wm3lq#an{-#kkSO<{PjZ4t+sVuS#q;9P2DF;Pe;D8##EsUJV-6cip>i+E
z7$>#~4f})by?+WE$Abpe_pyiF*)0T^4N@P5ue{>}<GnxES7mfYf=L?lI`qoKqLlo=
zyg!)*(y93u-t_Mv&Rh+D1ssqHz69Fi0W*t65b5+F4>CPYYDkL}Z@Hr*`tFrI5zXG{
z#x-1D-g!nW=jhxP0ux~9`K{#f$BHF;jXra!Ekr_+=W!i2@d?k+XuoA|g;dQC)!bZx
z;<AfQX4YGKJ0X0oMgG=ZS5AbyeuVFj1QQIH1Sx2g+{^V#iR%L<x;7MC61MHFH0^gk
z;Ij+caq^mRe&Im2^humZTVEbIc<VC*8r&j6d8W*yHZ4c>+vBGzs9V^lYR{dSmjkR-
zj>zHbO<3JxQXtNN!6qI=`Zgij8itYX+y~v>SjM0|ncD{-S{;dmNY?>&e7$=j^=6<z
zG)tH$1KR`cCdP}6fpJnu06Low(PaBFXT`a5|5)Tl{=wEJrQ7yeAg}N|5z7+_I*-iv
zj5dZ&$0CD<oBm}h<8^59-YfOlaLp@s>k1v-5($M4*+c5Lq>vZC(FTcpYWVp6_v3&4
zeM-h2%m1Af1fqWz#*ptJVZgcw6jex&X<bVX>w<mcH~V^zN=%G&FB)kN7rGXeSss~L
zNPirDW7Jd=tyCDq^6_3BhS9fPa)-Vr?#2fOshbta^iwF(zh*TLA(_f-*jR1MlgS`)
zG`QYya3DRB+2PRO2X$6NLKZwEa08)RkL|o+>H!jNZM%2UfF}F^--9hQo<lfFNx_F}
z219awM5fkeErLwSe9DvniKf5`fN~@n;~AWJohOp_Q(#{b%cnK#)u`E{=9*urP0fUT
zPs{6vuy(s?9M589opxSlf=7RtQesgZG2IjK=cJ=%vk0*Nzv?z%3kX){P$ycyYKsUs
z?WQTDqUX$Gc($6(UmNOA<?f77F-8}zjrEj3eO)P$sIU_nB>b#~Srpxb!;XT}#dnW3
zzYnnr(U=sW2b<LHteLRqI<{OJyI1uz=f@*gpI<k_Maf^cqt?~D7kdT*c2{9vPX^i*
zDTj-`6cXu#5D-9X5pV=-=tz5%%FQDalY6A;cFQrp!y$>9y8+8-312fT4_3R|oS9Jv
zhjm@K+TNCfRlBzOt?CYAjuu08TS1%kZP_dDh~HDw>HqM#T3@kI_tJ#zUxlqdryt_r
z`z9gIEgavrmNz+OC~(pxa3X6>Q#3{6`d=pt4gE_c!xMV3A2UMU(>ubNyTV%g!c8l>
zv193H72`N-L{+Vk@zg1<zTGx3qnujoN(5px#?V8X&a?LS9A+ZfAamYoT`SbYBF@e;
z@X8LB-B)?8V#rQu=={i?=DTK^I#&e@w9%8t+wJ~7Dl*ao!40l*Gg%DqUWoO4G<(Pe
z<|cuxv+8{mDmk7!5^)(a2V^Fb<73!zda1FH+hT$eibW+qLfabZn{V1IUntp*ANI9A
zEbPWog_y3QAO#l2P{<2Q)3=+9KM7ONRxUEDZx9ap-zr3EHAoC10M04i$M+e-wd);!
z14keFD`+nTkk|M&A2=9iaXI1C3=XJ^U}s3UFBVyKj3KD{IDPce*-j2I7hsv`Mygjo
z&-LjKs?ZOPe8q;pic}X1{a+hf$Lbo<E7-`&4rQSqMU*00w=D8XF;wcB*)}kF-=h3&
z{PxwY5;Q6T{6}w4&{UK-Afad%>1mZ6=qN#c4}MI_QEK@l*7+8BR=|qAVWLE=_Onv0
zlY5pgaEiTP3V-trjnH`-ryY7Ohy!W}#s9TF=x-3zO0}fXyI*eUUOvJ3-tu|~>KZx+
z@|zQ`5>j+Y?VX|;I~P7=RVPF+qA>m1)Q@<9|Llp}kc~J#7=z7uIXYTRO|2dKhu=kr
zRJ264C@)!HJ;?h`JN5%!Q0r#WW5`REidaI6{+kOrucUM@YqG-SL#WRn0Fxt!L|utS
z2Iw?Oa9^8c(E9j{_WnolZ6!hEQ0_H~f#wbtP3gP`xZ@i%TL>lWa-$T|;!=$PON6D9
z0~G|sLj%rF3ifCDk5%szCmF*n{0zfdP@q)wnxa-|wQ}j|D&UE%O`MR4L<v~<7u{I%
zv~yJ#-!rs?rxkq)L@}>kJ+Ka-l)Qy~mC*xZf6?D$Ai;3~+Ywysfr(y#iwA=^+6pqm
z`6gQJ#!<NULy>#@V<)4rf3Hhj`t@g9#GUn5ypWeR%!zSZ;3T-rKRx`$`vi~T&luEk
zxO@g)d;rZM{WR?3yw)SX8C_Y?fq2B0z{J^&V6k8SrP9s;pT4Y@jIvvZT7IB;-MGPe
z+FA=VO5)pMST+SiM={ijsU1nL-67>40zNd4H;3`l9esILsdxD@v!m0MZ;+q|?N)cD
zOfOPn3qP9<2coEyTRfQLa~4sPCC^GLpLvO8p?6jVj-Kru9d*)9+1jo^PV+=lE7Q~u
zX%<m_74Hb}X?G6wdt$veP2myba32Tmnz&l>)u0mYczY?qcw4Ek^KVVhx1Nt<zlF3;
zdTf^-#tvl%w#gBWcE{#}H7=zc-lgsCi4QdHgrv)#5ewC2A`9q=N3d_#AAE3&&CV?P
zlEUA5Gkogzho|4{#~mwCucZg9!xoF)GI`F#>?X7`$@w%_Kzamab3H-{NQEDdk6;T#
z`?8ll>;Au~dw2x2-GpK}nli+%-)$yOEvyRHtbO!z)gF`h@hSk@xixQaJkpT99_wYv
zvwUK;zURQ^Kd`@A>6%69@9oqsew%r2{CH@T-0?z>?D}Z0Lv*3~G7THIXmyp((Man8
zncN%doOzEtzZhkS_22xIn@sULtVhXYP;3rI7XW9(YwsX8_eFr4+u96UxZ2%UC;tZ9
zR<HI#s8di<dj1|BTS920doQ$ku;e$(KZ1cVu3(K&9{LAx&&!JllSkEK1M+(^Uusuq
zL2c2Z)3?Z~hjI9pU;MdyGWFSozAO$3ChMIHbXy4LM@QiSD?kx~W0)?fiya8NY{?tu
zQKg^`ZG|=R>yS1WCc~#<QvmGi>|LfdQ8rhR5oUMULFW7IO#3fy93){6mG4;uku>hG
z>|o_NIeOV=ljdy~a&zB{iZorl8V)qGM+eW8DsYFv?+qm7XWY(2>keKH^Y{RQKpL%h
ziU*sAf!%dw*l;4DGi(cXgOb(W+4Vsqk0aVMpiSrxO6)K&W99{kM*f{4cExEHB@c(n
zKU3X9?5t1iqjzO4Vt*29J*j<A`0ar<PZG@(HUIS1xLP6i`APT9*{?<U30s<7=RDdU
zg(<P<-%}q6=G1YdW1MXeX|5?I1j?wtW8s%{K)^>^r5cabAI|GpCcLP}7AQNH9Hsq4
z?9eUq3*Mga$;|Cm@X=X1_B#+7;l<`_|3mErrR>yU#gaW{qZ~bKGcNn6bueVy4{fX4
zqP^mG&qUddTiKb_KasagOxOIIuG*7KuWr@t?}WcYlca5y(1n@n((jTi+dlp@HT8FO
zUv1h7i!#2!<xpns==kIN`)#-D`*XLWQNzz<f(Z67N~c%O`$PNd4d&O!bmf)^wdCx)
zuhL(0MScKuvs$nsNB#?(q`^Ey$!a`7?EgdA+MZqy?E`>t?3~XmG%WowBv{gJ5NNUj
zX)*LUzp15Z#q2k1-g}uI=UkWsnjy@0Q!bT)%1!<g(0S$;2qQPdXHh=+r|9#355(1k
zGAYeo!3Z+2H`u2+;V&Dt9j8Q-56pBR!tv;qXHv*)A4Z`!Xyl&POCMUHVR|;WU9Jz8
zolekYJ$h+99ela+3<JFEmj1rHGs2u2Uto1$1DT2<1=oKSYeb!jVzcO@;ZKciT|DJ8
zY9kmOA`s6189ceBc?uX`?zZ_&A6*bKUI3KvSF#{MskMNbDT29u5KeCcxvxsWFrG>q
zVFt)VLLet#3;^zk4yE(I!|>-bt74+V5_(?XMB$kIuJ!l35GgCIm@fkNX1PFlg5HeV
zo|#4xx}#njv+*!@<dgpQTPTMwYQqNp?@FJ2$ltTN+EBeUzuDcNJ-ugf)xvDsci8RO
zvRqkG?pllf+Vz+T9=2k+^KL0$zfDLv)=JwN<Zw^JVp4zqiU}5BnuG0d+^noCUYQj7
zcT8m<W}Aakn{+)Fgj1P}{P{z5<k<|{S0KUMxN#8s^{9-m-e=_$7d<}gvY8>MVGkT?
zd?|%{cDX-JMrua9-}(BsE&E$mX6ld91YEH=md-;>&6_?K@@{)x4{P6om4A`;qdIi?
zdV(N^r&5Qfl8ce@#G-(Qrex&fJ)6~}3t~aFX|{*Xy69dpU^>JBHhK^ousJ{y8zoTP
z10OA$4ToHS15`#UbqP#>eP|$fad<qg_FVH5I_7W4C22V8Rm`Z@N01(9fMgFD#Ea55
z?p?X(Iv(pQ5Qr<djr92S<Xi#Zh%^JJE*@vVft0^PbK|x?5?)!5%nVh(eIrGHf-7t0
zKz@Ql`RfOv65K$MgG{Y$X(9{I9K+DaNAmAZDJEywB5vT&ZPx(U4+&!147qc_2I%1z
z8Ha2+fu+(T<QWl6v^50$3%Aoh<cU){8WP-I9(-n%rO|&&bBd)l<)$!1(_dJZRHmCE
zV<FcRZMt<RwVmC<8#Mk23jS>I2+a+U(BQzP>C5&U+$`p48KNzb$6Sa7K)#-gvwIlH
z!NiKibbY#ov)Sd?$xS^^M1LuuMSOa4h#kY$-dvpeCw%T%y>?Dkv`45PF8rOm#%*)8
zJ;aMAaE%#wN6l|CZ6BrZFVXePf{Ps`us!&!I?w^nq3j*^{uJ8(<I7Gu6NIZ3j%f<v
zeIyAu@^~`-g_hjAp7ue>$fB2TJI$vYGtZtgczJf9NZGrv;;8fQ7e-iEz*E1yT~Yme
z$GbNztM@(;%%9F>mW>}Rtd@}vyUZv*55p<dd&2~ar;F?BKR3#-q@~srg4?lT$`|rV
zFG{+j#_jP^Xhl^A-#OB6or#-2o=H18sSe#OGcZvwyXR6U<{+r}Kwc<7OgSGb?P!;1
z<Lgsfim7qR4j9omIjSdlU!d^{gViRf`N;M<Ye!5lmxt6!x%{|TC?l9BW7Ne(Yby9o
zMuZ)9pgFjgTIeKeUDai6_O{{K<VA&_ih32QYBt*Hvws`&EUtC^NO*f}m~)hnZLdC*
zf~4a>nh|lDw4Pef?;0$csg~{$&cXFRL~3bB8ZSjvTn82U#>MM~L0%sd+a?EuUqy8&
z<=5`Kn~E~f4zJ<RO6G9>deaFkQVRJu5T#oookyx0<#=IPKGuf?tc;Q?lQ7vx)K5&n
zMyUt7IEP}bO0k+d3or6IlVdZ-YP-s6|8Wb!dQA0^4`j{^V@*fsS{*fP6|#|N<YQU^
z#<HXfP7gps{c@6Mg%Cdsd?+IilcD0rEzlIg1U08<1R22U=$AkSQ2j<q3N*`XY|(Zz
z&r?I-2$;nH8mS%{sw2Q+4P?O(4R|5aC@B;z0Hv0C$8xb%Cmv@??N)w$1FH2sMtCxu
zoA<&FR!oX^DtZ28|2u+?XL0+MR~yYNRVYI9Fu0!g5Ad#HKlm|!TseDuS%bkZJ&I(G
z$0r5`!EqPPXkG}0R;0ixf`bAD;VR+8D0JsJx_gcA-Oq?!C-}A#)3y`y{#eeAli|@L
zW^0e8mLK;yREz2gL%}Zwhbo6tM{!4HQwezGifuAzNitb8*=gRagF=jPlgdnO{5Un-
zO{f)p2r5UbTTt6bNXsZGu1g+Ri^6FDEOWy6jY7RA^I@w_8Bp4bn||9qzkLLgL;+X+
z4{%oOIq7R3j!>Ku7h{bdu%7zu{q0+jQRK9EEFE?N7#{W{ND9_~JeA7_R}Tz2sGuVr
z?3RX2SWz}cETl9K8`h6TE>JeQ*Y;Ap%031yfuA|E-=Nxp)!nIrk*6jzBoZ`Ca<#tb
z#oSBh*PuSc$dT(-#u3b`CmSu*4(`Wa@rMnDVuaMn3VHwSgSO8zOZ3sNacDh$L3K_%
z@-#DH2_krk`;e#D>alJ5RdTB2?v1~h&JJczzNp-N<&KsMI4|pGVr%7`r*DVc!73>}
zz0&JDcw5;lY4G{h`=658^poMXu>q_+!RNo=U)7$!ULQOhZZ2UTfP831e^Kg?$7oxg
z9zmj6dP=oKwL)}0+o4z|8^e~`%&2=m^o_lMqI&I_nFKQRI^f4nKFV7Ekh@UuDOdzE
z2;y)|9eKIyt-clD)h11WPmMFCu&<%(QXw8+%;j<=_Df9cm(Su}m6f;7?d)bl>S@K%
z(KpOvZj9>cb{^2K5vVAWFOE=3Em(NDfPp@7PX^lMLjiWpIDF$B2J0_^dVhYgG+w8r
zM_#uMdN0<+0Fkd3q(_IuJP`N554LvmIm#i4g{@xS+Fif@_Dq}`G<!JwU$>*Ak*$@e
zCjIStpX>PVjpi4oLsEHRuNIGa9v}ZJ_VeIT8}_i|(+Xr3GJWx0zB5v``?~xkojLA@
zuXq>eFHmYfeUtrKG&698m5d)=l^OX^IKi=|f}B%eUAXje7MsqZlJd!1JX+P_l}C}t
z%+LptrAMMlP05z`m8E-QV>`_m$z@@~6MTz)2vWnr?Hd#qcQ?c>oS({-z28%j9rMh7
zMG@j?^0T9V0}C&L2?xgs3*^n6Eo?^B&c2<D|MAM)*Uajj0nuxa&AF|#j*j$$mA2{J
z+<C0>(}S6raJ6RW^xOMAR03*Yl6nND(+#ll<C-z<+_{R_i+(ecm&sG})Te6}$d}lz
zU<XIMJ^f%r)Hv_h9zQao%gJCpFs`Aq-?-vp2#Mw@x|fYRc#JUEbJ&dgwH$~#8bN<$
z<*_GtBHqpP)y0~Gqtm}KYgFFjTMUu_pfD8}hFNFvi8yCWbm<<2m%d6c%b$NO4t$LF
z`jeS&J<%d(muFRDYQ$yi+#hP`xw*MHn%kxtu^|7=tSve&po`<~ZXC>OiF~+x6vmW1
zE>cP491Cp5*kWQ#9fh2nG@P9Lb11~mpZ&39Y7@mQ)avbN5aWj-mYYzr@MzF_P;it$
zLa6z1tB5Q4<nJzgf1ZbbZ|2$^mLSyvD#UB6adjaeiitk+z(dJ}c6@T8kTPYhX0LN&
zl+nj@SK-A;!!uZ!NxFlXFB*6@-0@|y+@@B!Oeu^wX^795PGx>$dVVAL++WZ9O&W26
z!QbVpZM;`yQk$e-iAqK$=$qzdc(f_4zI0bWQ~Y$MLR+R8H{Z8@<lrj)B*WQjF8Rew
z+R5~b{oOA^-^?dUM|+<ZRV+^@ugxWAFq%F4TjrJNw5U|_e$Lc=#?O81<@~F~4}VT#
z9=zRs4O?P3e!TrGzxb|1&r)lG_<uHxjDp|X)s4Do?kD&)%&2m7J!vF2SsVlETiguS
zAXdk`?R+5tzl#kdxPVUb7MU6fF{Bm{f``bOgatXE<Xcg<55XOMtsR?6pJhM&r6^RD
z`5Z5EW`vaY$qAzkOYjzA`QDvhSU`2pg4>)(!;JxktUQq<<H80Pc;}9ccS2<G$#2s9
z?AJhVu|KauV?qSJZE%<c0&^03Rv?8j1@yefQj7^hAtS?LtByiobn5o~g_lQ!t6Q|E
z*K>E*=P)=?63TOn0cg6{KnC4e4rF1_)I$2)dcrCKS}!WoQifYI<6bd2Hw_|c6W=nx
zuX5xE!in@uKpmhg3lYKGy(9w0e>M)c>q{j)X`!!b#dJ}US{%r??}ug{4EeUYi)2A^
zF0SK@$#|e-@o?JIwdm6IXE_KT(t<CZ2Fr<q<;X*#8Llz42U3<6K-Iuwz!*3?ehb|1
zzdO*~<%_t*at;(1BP3j%$`|ckT0HNez5B8B)lBX1>&KjDA2Sd1>YDWN<=MXx8@YJ5
zTfua+qBt*Cw5Ckh&ey3qw!61_^qmFZF6Y>INeCYMC(=k;2bb1qaBf*|XBqZn(a&U^
zglz>MJ%41;Bv5)5TPq2MXTrep&O#QkA+`3zj#p9XYLvd_;{eg0nahX`1Bxi=B`~Fc
zvJkwLQjVyeZoJ^-R`KfG&(QW-It-vpdmop%q#($Z>uXQ;E9z>#u1^^sWNrjQ45zQV
zj@6VLHSbo7=2`w2|4}`ny)w?feNr<KgX*KH*_%2g!DpdwtHX0>gDN(m&8i2m50sr@
z`y9B4qc!m4Ghl(|Fhct91?|+yGPc+eSdbauRImF>ZXj&sPiTygOftIYpIT{4z-<3a
z$|Ts6=t}fYIv$A}L+I3L)Ol{uGl9`a3nq`>rY|i#6vc1xH8NK&r_ba-SZC#%pDQy}
z-b9Rjd`*o<=0wH9HATm&gMn+(-Yv$EXSBf&HBL=k{)vf0tSznzNud9@GHPBpTOT(q
zz;vxB`JL%ikjsp;>(NZ}FuWZ59OS+sKiGd30ea9N-V-R-ZH!>Xq}U}m;Gh5r6xlkR
zo(T=?!#iIR3bo1jUtxbs`!^7eA$7Lu6q?N6ld?P#B%0t49a)PXLCGUzZP4gibs8YS
z%D{(j0UmA~nW)v1`)IN2I~Z;Iv#Des-}?rUGEk-aM56J$(!`%NN~J9<D5iwJ5MewF
zaBj*SvNdf06(ez@p^9$^&HO-Rjga-qYJK+);X9#L^|wA!^*4~19^hZ!c$*ObA222p
zo9Xsy0T=Gyu<qs8SHpRj?TJ=}fGez}XoYF}KBTTeqs=lgaW9#B)-0KIz~UaJ|8@<g
z)A#AKozR=%69MyWyO#IJBya5T(tZuuavcEHRa;w>fc-Mc?j9q7a^h}TwKIcNBOLZv
zzWH%D!)7AgPMO--X^ryD%pBVut>(k>uRL?}ZFSQg8*2VD)7P{uTp@S(2zHTe?|pNu
z=+)R}AlV67iDX(rY)|m4^yF^TZ;tY;lt?t%nG`DiEZ118P;I%-tGPDBXy~&`=er+v
zuoHH)7k0QC2HO#*@f8YsCNyVe$gcX*U_P*$Bl}-8eC;{IVk`qKV;7^epn{*aN?>?I
zdL#>`h<YduInMQhq~WaVqW}FIOGHbp!h_mmOii;@<|~~3EXs;hKP1xB&)UBr)JQ^7
z%e1_i>9`cU?a|r4)+7Lj4x|T9KWz5AbSYT$(vQ>vF@k9%fR<dU5(tymM-N#QBXG}y
zU!g_?1c62vWt+hY#JA+Sk?sJ%q25nMx^5)n&Iza)^+ChlUk^-T6h!`G6^2VorPD~J
zlZ2TAIK9ZM>?<fo8Y!n>NvFBnr3@R0egy&Kt$5(Lqb1zdd={=5@>#N*Ij<o<D=qTO
z2AD_ysP+&h(F-94WkdE5oeSuAv%FT6!D_>Q6hKKuvvfhg$dAOr&i&Vb)(qY#&|(Dl
zqih7o5(}e))L>@4w8Uj}7RxkqQ4y4abP@{Hyc>1OTV|X^v8ESvk2)1srEi^#<!yzx
zGdLF_X~|Cx1Eim-{jC^}jZ<;f)<lym6z`J?rHNwNSCKmS+H+c$0M*8KpjMC$7lF(?
zGRO?WWQqjgLheJd%>k?}4lrETx~e=zL0jH$NP!VH^(=S}_7dxD3|)_aVVuC5sc5lV
zP(Z1SxXQG}`b6_U;IYyr8ztk&cviLevtTD*zE{^0@v7zdcnV)JR+Mv3rWUI^FRIHC
z2eqLaq)Af8u_#^bJOtv?WCSLG$RHS-_znmm|E9c`O3W1^8ANV0Y%UeBT>{3WJBS-+
z$#}r7x{IECrah-`cng}7yO(0N9MCsH#m3!9p~}VAVF5b}hlZ0juGohR_AyY?0=tk5
zy?X4=;y+m37XcX6y}GtRSn&)h$WKYd^~_B8@;2<rIaQzgu1g|kYYe8s6T+XQs}%hG
z*ifcN9fEV`9(d6a;Ny7q6gg+SIS>m;QzC7CJT$u=j!k{-=lgiYTf-l_?o`!jT2!cf
zjMEy`0dG~H1^fL-S<&~3g3qAw6|<DV=Zu8}ovE|u)9NnxR6%c!L2p+1+^n+AFsuZg
zfpd1(4%3X{5Mql)+qWX0J`YKeoEM2y%3H<TbIJswNk~yl6x*w&=jEUcergT52hYsK
zEYMM_VB~f$$?hqrpKAWiJ;0Q=G`6a=l+SD=`Lk1Sj*!LywMuYxdbI$Ls>WbNVPBs%
zaTvx9!TuXuiYw~r0$*X*eN`>AX=v<B>o6DHWG}j1Qt(og-NRhkyePLBc7{3jBWgfC
z(C)15lMhH2^-ut52uU4u8Q}}wW3(6yh^Pm3QO%J>m=`6O7YQ4`(OlGm5EYs{I@xTr
z3s;Eb*!bm!zv2zIUs((NF64ZFm;Pn}^!M$c^Ah-+5@i1Q>CaGEqiwjXXo$0<Vh=*T
ze^b%wcu|&SClz1WX5jDj?&Xs=7sLrV3p@|DZ)}BrXySZhbfK)C;V}HJZ$NN@OVsPD
zKT?Db!dL6|ekA_&%`w-uQ5B6RedwOk{?_n<Lo-wQTDfUD+426G`|9h=^^ZP}w8tEN
zoSopdf9jjJIyM!%uT}Xade;v#ew_V~wsCfHb&(|q=U0t61XAfYuP93^-HNTb)m46b
zD1A%7yr0OdBDKq<R6kpqw#+am_Xyh)m5%2^Z)Rp%9Ifos=jO)xxq+#!j+$h<-#7W=
z-$iNqoWS@b^{1-$WPf%fuiVT)Zu1xY*euYAD@UF*^!{7@_;Ms6&KiJye^C9Kh?y(n
zzfRZgII3xzv%zeFcj+m?KqwFlsH8zvwvj-da!v+M<}?0cnLJ3<HGC`)V@_Y!o*1)4
zl$sO;`2fwC7@Q--=Rw|m<9qz(Q>ctpU@7}mx$kaOr@3;EL3LRv(_wgbeSgl+VbbW<
zN?TBGV)VhmK}!qfs!L$m*B`}ERV6XE#5hx3m5;)-9QphY7XQ&pskVr`QcJh4wdMIX
zMCVwl#=CAgnoGbvA-+-2n8b7Z!5T<#doL0Kj|J8kI6_adj=5gxuTlcO+{_)Q$t*r>
z^vxb$<jZs*<StB3bgb@|67cB~mY<fp(mdET(frr=XTPiM77c?mk9n9m84xC+L}29B
zQq%jq=G76=a6R^C&edG3sf%Ir{^8a4&n!WYzV!AF@Acr_*hgP&5WP{K)}K}ht?nNw
zoFdw@sMsa3TI{(Vgz|@6rTiG?t&ZYZcQFQ^W<_H%CYMdt8Cha=uDB%<E24Ax$;)R(
z$*#i}j-&0yD+22o1)5q}gj-!7v|dPRz0=3F{WyhjSte25T+HFJWyzeM)AHfb-u4;3
z1>P$im%P%QRxbDTx_<lU`LXCxcJ`Xi{r2qU{EuN<{=4smJez1rX#Fo$r~)%Tjz_x>
zA~{~)XV@0{_Dv(c2Xa5&uYOu(*6<5?N>8nBkKcQw#^4b4<-HuNSq7A*JAiFV3)F*I
zA{eVo8(Ja`3Hdc>P6yoPOsjpkDS@A9pLz3!2_k2cwAWA(f)PLZ@JeiCqKrqdJraH%
zb*mlmE_PA~jc0*7zx+R@&O93G_YeCS!;E#tzGeo6?9yV18B39@5wb63Ns7qM7)wT$
zlnRk736(8m-*>+Dge=+jovdT#x&5B=ob#O1A4(mLW<K}(zTVgMx<)jhXAcK)2!9Sl
zRiNx`r^GN4ULBGyfc*KI(aWG54q<_}$t5<SL*>K7CR^M*Za?$Z*>=;pXe=FYLpH$R
z%=M&Pfmc3KQKowKDZ|G44K@r0!RJIbLj|b8L<lDFOFzJ!{Vp&NI{I07-wM!kP<<*S
zfK>buf99K>&#H&E+87)c-lA$&_w7-(pl~nzYV+d@2%`{o5VB|dE)jJJWDEdz97S{^
z=fLlQ-S;QqY#L>28`IY<F-cX=RmfucjQ%64=M1$9<9QuYFFzKGZXS*0ZcmE+Ft~nI
z*mltE&bpo9dO+aB^oKvWoyVv1I<r|4g2`hCtk3_k?R(9;KJA$__*hhY;kk+KUEJLO
z+yhUXesi$NVVcKMoVbsvIBJ?IHi>#&mR7+=<kNu3e=DM~g`grH0-%ab?r*R+_7Q&v
zZ||adFgLbFxBL~Yt2fB6$hH95!#5I_@R)e1e75cWtn&5R2w2d1E5bi>cyjd>)}{7_
zk=Ar9&SeKQ2PV1BdVj54R1CbbvCkJ7;YZ%|p4IqQUl4fVjAtUMBDR9o7X%?EBSx9@
zBRqT$lLMR`0)(pxvf8+I1ro)R2UP#1r42Ka@B#qYr|(WsM8dD#MjK<{?>}JI9{Rc5
zx{0oCO+-Ew$kcw?4(}0#;5B57Mc`N_xT<t87P%d4N&kqO(vSa`YeQWVj&}<CfDH}@
z68iM-GTrtp`YnVyft}#0&H<gMNZ2T0Yjj)TS7Qd1Ja9-lUn80Z+D)Bj)Ax9V-!oaE
zl3^L;6n3_(bGrZD8H6FjOdEiG_JuTUiTIAw4DSb#D9O%xgG+EGNx&MnW5L`Wf-sdu
zYA}J<UW0)N)+s5ShW^8)5A|uuNEXgiPc`ot8hYU+T$&)+Mq?N-0Rb<Z4XOQ}D*mFw
z<(t}H^qVk=DrCygC;z4KTy~-sJquw=x9`A$kzu&tdAch>c*<FhN;5M*GqV*EjDZ|n
zB^Vbnf_@uo8i92J+&3@NK_Yev<{4?mm~$6C4pCuOvDpe1JDtA2{@=ZO<fRrelpGw^
z)G26Sv`8r$kQQs~>Ur~d2`wT~S>1Md#a;#BZSr+icEw)jz`yHdn+HY%0yfi%8`e&|
z$E|@(O9TZEmVHFd5k&_q$6Dx4;`Gf@T%UuCrzyRq5NImW=4Oe-3XrkcJjJ5{YJps@
zX6;?h&#xMAa*SHNx&FJqT(10dd9+3<H3_%bwy5koJt}2Q?69^zIvOq@&5R8PZLf=A
z$SY;N#N}ZQ%<1xSa>6SsCB>8d0n+fR=xVu&6O-8*%=yQ-M~;J8sekCeK=CL__w53&
znC7Q0tq-?jloF9LOe_ja=c})4$?!2<`9jaju#2ME<}&hGf9<~qtJq}p487Byk1eY`
zH@r@gjB_PPnx9(w5iKhzEvhIdDnrMs*!V0PtStE_Ez^}PZG$YQgFa4^&Wlj2i{Q^s
zOFQ##>Vw8#&zsZ->Qql-s27oyO4sOLTsxj=IsqE$nMgV|wY)1si$+=+?8Fl4f4h;t
zApe@Jp=gzOi@^wQ%<XdN?#utuMU)AS)Y*#xa!z@Zpq9ZRUl_CoLeET;FQnaUm?*=)
z2Z9Ks1!=1D{$EUal6m>A1TbLtpT#462zg4)m-VUx(i;&UNcd)i75o0z9C(;|D7X*S
zQyd{ho-@WN9Njs8dSQPGMJ&W^C5%vOx>9BVpLh6Ka`^I@2RN-%AGCu1#-iU|`|3;g
zXfed13V8Rze@i|v5_exbgH1h{25w|&-Qd+iTZ&*XVexw1Qtu<yTSuZmOqdlPoJ1cU
zPJPxCa9uUW0NPJSfrLzk514V&04JC8g*a+`q&LkQME_+Y64F`Xt{FcWd6A{{&;4MW
zrgvG_wtEl4O_-<#_;Mn&>VP0Pe6ejzW^7OyCj55{WT<{0M+{)E{{qeADpNP3wdC(2
z?}dfH_wyOHZ$SlsQ;SwK1kI`*hVy@bg-tdBYzf;PPZbfr8P*&|h`4$R*kCN>vzj&#
zLinSV<U*ZaBj1H!W01`P)V@i4O3_<tbNY{(^<O>{xyXAt<>h6tC^Mp9QhFUuY{HM1
zhx%^A?m_KnsikP+3Be)QsdP?fm}taxmK}b!xh9MIe*%1u`(H-4bpB_5@BW>k`)w{i
z^gvtG_ilN^1fX-P+D~76hx7ST!@DolPD5Wlz?ge@+y5eziIBfy?Kym7n39xEx<1BJ
zgmc0R1<aw`3UT$rGC}3SWMDEMX4JF5{MbAmC-Kn1p71I8c)0KUE?PF{#EdJ;_@B(B
zj|n6GDwm3C1Y?5<<?aFde~Ok7aX2}60!k9=(!8c2y!eDK`E;tip-foAns<D=I8S1c
zr<3Dl@qTt2V_U@LOE~oJ5Z6-w%Id({`mZTl1S$R3?~M9^8+V*OG|HSKBA;gPIDTh|
zim#W^WJ>%JRk6%oeMNv70u(lBy`NJT?{6`;j6<2OTQ%dGY24MvO=YCG*R2yH=(^RY
z7B1kY?m`>eoBHZ?tp8H6sVvDauPCgnC@d}g5!??Jmgq|iPY=a2aRsXRD^bE#nVNa(
z&EM>(j2S1x$BcQXo_O~SQbMMoGFRNdudA0mLnjzm1oc=1r3?j8vVzvJMVR3W1jnya
z$>DIhX@MtUi5$+hjACp|ZkEk>^_Ox6X>!fgoTBUtXaVHQxGnpO5T}=fvXCNr)9$zo
zXL`=|bNlG|Q2N_Hri8S7BJb|1-wAr7ooFYfOWprK@MST(x|v(!;jISVz=|T>G=9bQ
z;EThKFSs6QBrjcjMsHYgi)*1(9uf~>I)oKpzLeeg!Nk?Y%2CS6lex6q+|$Q=A3CxI
z_Znd!@pB(V1V+{xI;&{>P<=J8k@|<X%p&Rdv09IZYfG<pLS0GCeyJtH)4l6;S4WO}
z^iTYoKAPOBDu{IjBkuV*T52IAsyh~^PzJoJDRLkP8HKBIn@PUo2uvtPxEmhZo4r^N
zG>YiLsj(qB$N|1by$L;J_oKapMZExbukGT&-A}3N&>5C-$acr}s2=~F;!hB~oWj3;
zV#8R(!9>c0zr7!^_199&ZTLP&P}z{Bso3oR%j|TzIUljVQLQlPeX|KueLdub#3aw3
z<5Zy_bV0#c6J2%GX_I+7#<RBn)mbK~$_$UKhAcl-<3bNG(n1~<&c0JAw|EzuV04P8
z8~?L4n|~a2zBGI6QS6i456<5cbJR$-F1H)rH;%82e}5BQGXA;w?b1?CpL94bt*i<r
zii<OS=^Kz*lpC2}OA((}75U{fQ`i$%avLxz*eyRbT(K$I<A3~9(%d|vw33YP)<0bW
z8L6+IYHgC~|CCKdT)Ao%Y*~!Mk+)8RBT6^J4@+l)a9qBLWhP{ST}vW+W@Ycm9^#Ng
zZ%<K(X@}!KHnU)9N`%*K+LtG!^;d_cpu8;&Tu}gD+uD(8Q6F<*XE%d}k8j3%GUABV
zmw-6|0bAv-)kRlKHxsW>@flm*5A1beoci0w^O%^!myYXWpoSFXd^7E%CL*DS6sSFL
z#EV;pbuWu7?g?<vXTJK-DzU?y5Ozs8YdPEXa<ANC%0E##lzs{C4`2BVPx+q#@)eKd
zGacl!_XC1Xk1}3(T#Rw-O71mwl{Xyp`ttKs+wvs0azDOw{m#F<wv}X#m6cb&hIqdg
zq~sRJnVMWPsPZlUl2fOE(|E4y{m{Y1_fep;ov*vLO6p}XF}X`u(F*;FS9%0R23n-X
z`xQrY=TR5_ubn&Qf00Lq1jzudmlan>$@Qh46hNhc$A-%eH%5wi%|(I;1LHC(?HQgk
z8%U%)w3tNnQSf%?!eRI$G9=FiZsK@P5IR{`7)pu&hV3-LxB%=Lo>0#iN6lSqD!lqz
zIgO{g|4QpIaJ;OcEYipTj&=CPtg7CmFiOAXw`C~Shpqub2yC&#70Ce*0NoJni!3`3
ziM-!buy1<}99f0#xg`+-aPzBpur?LYQ~}&(V{CcFg?OlHO$go$O|15SRC`d??1om;
z%}s_kC}Yt!RGF+mm*R!1KlgNV)pj~x6!Mz0=;pmMPs=&{$OkS2)J{<dspt`ZvTN86
zy~P9$qYiGVn`~g*I`gGK@FyrBynjh|V-KNewpB;Je09Z^+-DI&qrTkFK8IpA?*hdR
zpLY<6SfgATb#t~$C^IoVXKHwug3}gcq>1Y=sW@}r$iF-CcV(8ua}A!=#g$b@mlYu~
z9$TW__Yzkp4@aCq?|!4}M_<JcKfH{yHbr%pd$o8qqsKC%Cs}gFXSuG;abA9$$H_z$
z^9<6a6SB`krNiCsxW^XpoXum+MpYTv#Q{PUr=dhnKvioG4A3*I*`DaRHn}W*VLVn(
zeX{r9LHE=C|0k(;Vs5Nu-~P8;TlZ=jmx>#in)N8tYp6*{_&a4iNLjaHHMtoY;5ag+
zMo}<u==AvT-0u^TTkk>jM%#lXZ;il@f5|5kAltj;f~vsDsb0Z+uQ9qrIQfSN3+by)
zabO0-`me#wtg`1aB2hW3up}`aeqaGw_s8<UI8>0dkgKYN=t&lBRvmJ1zN`&nQ*!4c
zs)j8-<A;Rl8Y?&>9{k`uUn!ZYV5Oi;_Y|Q&kPogxH^N6++=PF`PuIrNxEn^`Ey5PG
zsU<_O=A5iy!IFeLdU!gT*WZm!{rZG01HLevA86h>?SL`^r9FgcqaT!BxzC_u976-u
zwn<~7e}^+Qphyolkp=_2Gke7qcXrE^+Z>KL5L$tl7c^n-r60zledB}C$nE6+@Yv=X
z>Gvt{G*EfGEj5Xs;J}@>gRt^cLsX{oOw_;2-&7rLVnbFk{_m^t=-2?vc*mQ|_nFy1
z%NE|b=Yd-iy)5+v>j_M74fWd?izb49u8=bZWYIVTGzb_W(l9?>2k586CD=dG@6*in
zP<^PkL6*grNne^y`v;}eSVtL`0F95r6cS1+VYE<?Gz6W&v|#F?)MgE)=h=cxH#vJM
z^?HG?f5U@&7W0!#fqAW8nt&HWmjGbX5g<ZyDk%6waEpUybssT}Djf0W@fXSDtlkI9
zGD!+kD9$ikn(Q8@wyct6WKv|jI_u2F8@~LUuG>6LUq7Ih0-rfV*CRgFZms>bI+-61
zMp=<A6-Lw%j|UPkn3HYLMgIx2N7_Ec$=x9C;A=T<RR$ILcNN!^CMb0FUgh}owHI?g
zDKNm}kKL0QRkQyrRGS}bw?7CAz$KE^3pZ<#Z%-ct>|d(h?^MzV9gm>2fSp?IA1bPO
zoyf26xsPnP)=jk44!7BUd!<(PN-euUE&G#UM4g95+8zHm^Q!S0o#}q|wITMIA?}$8
zz$#&08DyRr<6aqNf5ED*C_>mu(|xF)aCh=Ne}oqy&!Az<PW5Noi!}n>Mb*Oyt2bB?
z1;J3WcNAdDq(Tk_^o<`6cy50;;*^}B+Lgyop|;}R(m*K0I43RgITB#ofH2JqmMZ+)
z0264Gc7zwf)t{a%m&H71Rn$R`C1B|oo$a7anE^jRAQ}b6?u<^<_qCe5wZQK-kfurV
zN1GRmc7I^E)%jV&Ld(KKUp4oe%*+Xg%bm<Z(MMCfX#4_9!-8b93HT|E>><QZ0MXHj
z`*rJyvtZc|15+?RKbD}w0}6>i@e4E=UCby94~t=Qin!Nsh_|THSDmI@3BZ<u#QARM
zOOV@-!^H*TkY7Q*e3ufB`UQn}LOCPRMZp)4AmjC?2fNGl^}9aO_C5Rb?>BI+65w*G
z4B>}H+kIz9gbBP6NxIMprWm-GN*Eia6ZD{6a9s67obaL&Le6>T1d13OV)e;tX|NrH
za?hw0<9$9a^=CD_w5JvznfyW;Af^ssq7O$@-@+ONs5e5ew2j4P)Av}`?tyH&w_1+3
zAb=9tDyN~%(%}LFbxNXzf(kh-%q(G*XrtxG*H5Dm8+T~`e&p_dB^$?0F-jQ&E-dt4
zUOz`Bs;Ot*DW~#;R;#>Z77mcU7$AN1F&wV`;n@`>J9<4Ez=j$*t#F6M;m|bA4^#wL
zRf0p%XlNrM*)VN|A`3dNd3%K^4w2=&`*4|Vo{RgC|HMb9C-P59{PT+Jm1n)bLUAJH
zec0oOY_mI`oW&w&q8$}Q<A6h)zI@V{G<yw=Wb1=~)8j^jD0&4KLsXMpvj(<$aMMP@
zJtMa%D-9;dg^$R9L_Ie(lso;ck1Q>_KfQKX+T>q=N-CGBBMY@6%8)^cl{HraPY&s)
zB3|k89WVW|eLJXOJinhSI0X(IU|86N74)EpHbFbBGykp6Mt}k!Yo%&(UZ|kd#we*c
zRbmRY(17`j$HB*F!ml-i;oPXmeM{5&vjSqJ@vNphG-Sa24o2BUmt@A2WYUio3Hj07
z$b5iz{sB-X?fAwBRysaVUKmiW-FUlX>LS5++fMQVV>qmoMn+nKe@5&kQJNoPRF9ZW
z&OAc{|3}o;sg8+JiisX)V3?q%w_u>R*keff$B?qez#GZQsld%G&&93C&7FCNQc#0Z
z4HifVQwk*1q^8#7=hsNGDo^#ma$W&GjUo5r0GeX%N-Wy*{N6v_fB#bG_fi=4Ea?AP
zGW?r}*;9)Crxf$AMu$E?hv8KI7T&^MzV|}nQ*KddI*w=hQ!ndTGguRE!n@DV@pd{s
z{dR>&BIl*GhlH61Rn5a~_9<){L(>Ia8)m7?I_Ictom1@uwY=lLD4Kmy)G|DOVf(Vm
zTPlr?>x}bDu;e9?=#o$dQ!V?Ca<ZqaPGi#7JD3yaBDLvS9Fi}lJiGHGE84`qtH2w1
zrGoJ1#)Xf{#^#i+$Ev)??|MS}^E2H?FrTUUI_Q<(^SFN%@v0Cw8a@8LXh!#GQ`Fzt
z{GW^B>fe!xz2Dd_#ZcEx#^=>w)cAa|;?xV%RC!$WGXagHEE9@&qW3C@UW^k&$3SY5
z_-}k*7zptd0UMioQn-`7mZzU8pr;^axjkf<K-!sWsk5lvT8wfe`%KRzEWWRmE8ZH-
zm4As1@FVs)st04mdjJtYP@ke`bAcX7C`wMm*3V1SBL*+vf$VArUX;hRBo`L2^Ho6u
zrrR>gPm^4jy%;Evc;)~#0a~mb^Au{5Yc0q{Z#bFq0Tpx^<yBe>>DNa}9hB8*s}g=D
z9F!QQ>xXq>9v{vBZbf+yTd#aq9JHz$xvMm0diyXUwfjitXq4?f*Uj9HB=;g3t%v0n
z8=LF18)2O&@yHz*rJ$gzrILc-35^8cY<=DZ!+kLJamI2#*Rl2&zNoA=yVV~fVyB^u
z$?2H`*$*f<ij;rG;({k%06-H6bepFJ-<29)y}9vW8nynrDmME{eJv^O6miH~)|!G}
zC~5Ha_()M#_Epyn)6C`gk7m!mIvzESNo&hJe!jzJaH>|zb)3bP8ww+uy6%<YyHFrc
z%s<z39+1^g)W_9mV!b}qDfQ{OS4Xf@!T(=>cS$uge;)YnqhVX?=0PXG3-%vHWP$|O
zzmQieor|R%*(cKj_K7i!%8iU42N^#N-s@S_kl<_;|GtH|pZ)P!kKf#<U8%~nkpTYc
zJyp-6qp;51+@ZzGE<FpsQacJThQHh@KW`iP?sjy(kH42E{MG!GNg3a_NB47{q=M4Z
zyN3QbUmkt=X;=Ak4eQ!5`C(>yrIGZt`uw}miTP!ThnJow&vwye?szoG%CbgYA{lI3
z@yk5HGxgNkGFs6p9$=HceR{|83*kp_wG6l66Cnq)0f&Hxm}5Ocq#aZK%#BPr+?eDz
z-OQr+AqvfkFBAs#^(u*(XsUEtgOjvJL4_@eD$g&KT(uM?s5vncV7mxJF^=M}!NSRr
z<VM1`X|QlEKujC3YMjvL^&Xt8FZF9^YuMq?ufa$#ask8}7^mUT{NOl16Ja$rZU6u~
zf29o{`r>y?P)I4Z9{D1k^06(}E(NSspRuZiV#{;P(bY<qZQxDAvR%EhZGUC2_sL?~
zL5etB2#=LOCSt>WwS;G|gJ7rAofs9UfW%KlrF>z*STr(F{x)Ef=m*oNySKJ4{3nA(
zJ{&bVgKAw37ljzeSz60c9+5|@5M?5RRe^^FUj`Jl@t5kQ_wdW_7}YrRmus{(a|m{n
z2GEv}w7m>F^NGC&-o>MHM;AxC_a{%j2=|_FRR3MA+~j)kHUG&Q;cdAd`&f5gn+N!Z
z8z-`hw~+*)Ul8{SE@J3Kd`{w%f@WyOBhYK9adjD`;KE)7G`!`oUum9+hBd#QXlaxl
zdCdtR<3~J7>9*9A-eSbPuJn{%)4hJ(>WNczN%pqI^DfPYW4Sx|_<=x;D8wH7`IS!0
z_*;(>g%h9cSdyhPWp0PC9kX7}EOnE;F7>UC%qtP)mA2m9T#oC$8WT5R6XhRCw1px>
zO5`IHdY4{lD&nSRZp11Sf9QqT7T10F#HZ1{m}mR;J-`Z^nf(y-Ub#8>#@egZ%^i{+
zvB?_~v3;ob8}nZ3=Sg7ljdtIo(!W}1ypiLZ9}5E2qE0aFZKsmTS?>|f@ohH84%WL-
zqrdNV&3tk=;{R{>`jM$i?dtVo%k827t{ZELzT;qvAp1*+6OTSdU908Ib|F|mRtjzP
zj{s+>?>tr=$<GR{wcu)zR)YuJe4d)FfFRjkeCgo;7Tc7aNmuVrBVRJTup4<hNZ;bD
z(22CfzeH<88z1wxi+O$)B;17$X6->;FH)Ak;Q~lc-hhe6{9w-z7|NR!k%{J3VTQ+t
zprg>@95Q}7BnmNbs`=&ULn)wkz;Fc$Cdhs2$1vbkI1NRm)`MA(hY7Bd^zPgX>6dwj
z?HK(U59i4$9q<jRpnqtCJ%;+Rm)9RJV^Je)B0MY?(x~K6<-g}urkMk_*nnE^W_<VK
zypeDQL?C(vEbRHux`palIIp;1xZ^q1*z<P~fKd!U#q1w-b#3~b^eLuG?oxnRlhs_I
z<ptyOJ){_qC}S()Co411X0Szq`%)sTFy0azexv#nFb$F8jlZb2|IVVoBI6y$?Bl&R
zDfbF&?{5MdZ(+d2uDbo>S-JnppN$|Vlb7%5BL1vzp%2KLyNE4jRUiKJqowQaCA<@w
zXOWZo!-f|QcbMTXOFJ+l(p+A@e{W^nk_&sPmJRrh^9WDsJ^A7k-cvd8q`CqF2`Md|
zCGjrQ<XE-m@sgg9hIQrDlgU?41O7$%<4!-JPLGbNaEC`RQn<pcj`fa%1j%ao=g0F!
zvvpj{r}NlF*$8f2N!jremyYgZK%=T+@04BC8d#*eyXY<4?Fh<YT6(wyvu8a`?0&Hr
zbh?My-MC9*BB>G2_3G^_uFs2}(~eitv+p&ieN9t&*cU9Ym1q&5zJN2`z-dZuyo);M
zYVl{AdGZjOAX;d6ems|Exi9?Z>c#aJTV87F=ATQh-u=UTDYWF~C54P3&>_YIT>&c_
z)d-p}5;h}!7)}cjmS^rnp@ExQ;8e}!?GF{<Z^pN^J~zBS;ppc@D0NxR0t25ke)`Ln
zTSVe%D627Gj+TSkr~lZ*q2hLNB(M{SMqSttk5n|Dp_sNIZk_pSOthw8sc>Q_Z;Um8
z?ekgUg^oBS@%{}>oNs7|DL*J*&{tce1f!U!RoqLCoIQ52n$ve6a~k<8;Pnfs%PgRp
zj2cy^Nsvksk<$&CVOd{gnO$UAg)tz+dKz{VE+ZDcw<4U#Gp|7-7X1DDE<e*VM1N5Z
zBn0)85yaomH*-U5@hGBCWbNb>iaDSH$yuk#Ft-W+H^#;kS3ocETOE+0DrQi$_iT@*
zP@nNtO)c`%B(R`-%X1j<EDst24-=xln~PU~|AHH2(G^^~L{Or>B!HBQG58_G8;s18
zd6oeW0o#sS@gdSH`$^BviJ}KGUu_T+D+Sq~(ZAvH=H=$UJZn%GF8xpS0wh9?VuxZH
zrb)y)jAI?vunzyxz>$Qt5ktk<7hV_XH+6YCWKuhH6p}TV;h)j8gJ^L3r2?_dDHQw+
z+y46Aq3wZo_r~a-lnSMa-RHh^|9qnuj@m(v&Elzeb$=MK>Eru1Re28&{&arY$RP$f
zvWdW<{Mw@<7~aREht{hFu_dP~;46BmDk66pc9<8WgNFZ}4nzhPq$q6tSq^;~%^T#h
zw=}kR{8t{cwGrNMAerh%9_WM3X1~TIs*|P%lXinq%9KRu>-$H<tX_^*jCBh7w5hbq
z+M+7t+4+b<WFK5b+Xm2i4HqYq)sNhc8-<G#lv66VdJfyaWro&mY*LZkqSkPl^6$7o
zrb?yAgrz?n?h+q<MFTn%P7rM&+VKkycS#I3F&&@5;t%;7@UNF1#LqqYG&7yJvYgWS
z?DlN=7mta-n)JWt<|xNfJe9>5gx~dQ%@=`^r!D#00doDlx3?CWeckP9<kHX?a%-B`
z?rbjS{@c>8s=72`!IqzYnS&!Y>JId~k(}b4l$55F6gB=HNxA&=9ywh}e%&6YfyRCr
zD2F0+bS%^r+uqP4)c0GczE$DeNa$4-s(dvNJ*4?jO!H!7ENo=#g~G@S`4LUt$BpM*
zKkNQ{=BSwUt){ixU~%K~fm`gJXRKX?da<P)8j7E?gETzX!@5Vom?$JeTxlW9eXP?I
zc}zJ%jR4~_`=QxO%RyeKh}W=Oayj5Y+qx$o8x)jitx}Ft36qnucza%4lf(VZ(FP6g
zqN#V4lgXHqu!8`7tdD|&hXpo$&cA|fdtB>igH09jgGjNZMlh)g8<t?%&ml4{H)~{u
z9?z=5;xA+ye$HI(EE4a2XZfOnSnhK1w)fY|K_i7HN&6Yr8xmxlr|WkD|4E^o{nmX}
zc}`uQGI~}&&scT6tFq>Qz$!urMFIG?$KGr|Nl%hKD9HJ+tE2y^LmR2wZC+~Ff#hXB
zjVdc3Z5m!D9ZcqtH<!oACwm`pHv$(o4>pMFd?na%(kl4mvy(rco=6hiefN`H2Cb!Z
zf=Ye3wwg?$SgfV2Zb9vWW>zb<rLx;<6T@f;{d#S^0e;ShgEH;T?T+@@m^x^JI#u)S
zbDW=2Ku_$sS96*Dv#3<?x>`Gx)%Y7qOJMo|X<P%N{0(fZb>e9gwzo<cy>JFqo_Zo3
z58@Ls_`rgL&A`066Sl;9a2%(d{dGW(UO_9wh14S(AMk5uAt@*HcOic_^~pOHPrF|E
zf7sY?g#uED)%8gWh7*pquUh->=B_WSe;rA>AD8;!U7}6&%a=yECY>l#UL%st;#7O#
z&&<B>brENYK^yY9!BC_6j42H~I0_3Lq?71fga%syS&3{@q4*+b(=J%?=KWz1#lj#D
zrzuWDmxnP5<7De{T+xvHhA?SbCAIE*ZLh;A;`1k*9J%l($Belfe7DWALRC3pq7x91
zkFSybm@4@fmEzEtC80xnz@rLUOmK+L3`*Qe#b$er)A%NuKB}*Om@oXe=K1KYqJS5*
z{S<ShZAB=O@`1cx^(e(IaMk}MrC+9ZLCyVswc-w1Du5&Qzxw;SJaZ`Rd4yXz&oL@P
zD5>A@T9KjG_TYY`tnTgN{M=p8J8X5|<Vdj~>e>6yohM-&lSc2y2i{G-%rAeZ?<<>i
z>~L#6W=*N9YBhgx$Xe`ix!FL8(PXvhXr<{;rT&nD$&iBK(B=CRo>`Sa8DG4rzxX}Y
zn{QEK%k=Mjaqu?fyM%&O{9lug#RZqEYHnoKUdj3)k}iGSVOTfN@5N>Qo7@lS2b-zH
zGAKWT5~&#LoV%Rj0Oa``M@BACkW`Q>4TyhXTdJnjHt)Tqg^(&=*a_$C;z2(GnhiRJ
zd$<m<)L3g^fW4+J4%pi9E~Ov-`|zH+q?=<;=m7><%pu^-&NNO{q_RtC04oAi_YMry
z=NaV2D4y>-x~m7)wVL{UN{4x-gI0zGm?(^kVC5|W>;S6Rx*b9bjxQ%jlMw~pL>k!e
z(MW1*G*Wpfi$Q>ZQb7Zu0}ZU$$S|x5tpHaU_H+Id{0I}%`%CX0bm%iR>*^yr3B32z
z^A!ZFSq#!zpmz7@nrZP)C6DodLZWT&Z9Fjf{qyN)2MmeVT<_9}pe5Lc13EZcw58g7
zm7dz!%zxzQLVL@Fu6O;CDl~%+40CPVNIa*DcqLSY7J&8vWr`N0s>Mao0Q)C^+{L05
z050gvC=bl>4osvG3jXdUJO8U%=0jggOl(;xZrSw?^;CZQ$Z+R81Kqk#ah{H$jt<K|
z9s5$9%zJrFZ0Ci$Do^h0qb{wiUs_siR~#rjF@5NTvu%xB`_(Y_xgjSkzH=nrwqI?g
zeGqagZLT=;MSk^j%~a0$;$fYUWnoua_BQFZE3-hj<%`0Zp3FY!PHL7QX%cP5XBc@%
zY$RLKI%es`=I*EGvn=GTX3XPfAtaTau4KKLc#|)jX1t%#*L=$kYED&@HylU}(!1+H
z#j1awxbTg9h$!mte_{Q8O7O|igkN26(+5OJ2gWrMH(WR87@LKwH+R@t9Y03iaYT4V
zDmEbTBhm?63lj9=D9#U&-LgG>H#9Zj4W?>nV=tNiD7lts)t*xjDb;A8Aq1*0tccy)
z^k5`y<IaG%0H6fl&q7Ow)zd=I(4=_J@SAhOuS4P(1|%Rjb$<TlbC#7tVp+&N!Ys0N
zC5@*j3Um%VeGo>0ucsB*lV%IIXif{~``m!Mr70!BsmiLtn+ANs<9amXcPJqI8yVjL
z)rE=RpbzeVNHxy)&<qDQJo1AX0CtHK&2Sj_P#IbA#U$8wKH+|~7Lw+(UNXZB1vulv
z!Ls6DEVzwoqnXQm0nL7FgRg2rskKw7a}GtIp>G7mdvKV?SvQiC4<xj8Jo>D#DAiNp
zYjE12#qt#pV}?+$0Hr1*7MKOh3z1h|GO)F<tKt)nQGHWXw0P9iPSrlb<q^vGwEq_q
zs4BuYrm47bK=YFi3$_u5Ekfle`!3%on9n5!h1BAGo7kg!667~x54c(~tFOGcp?OpP
z<xtzP_^YCTlT~&NA5P;dyW1rU1$}va<CMHqjS&kuOFIpG1AmNJIK7U3HrUJL<TQ9b
z4p_&#8)i`+?O>x4pfeoQcEsSSxBYA3%RPrTLyYNj{D5o725fly8ZaZO98d!am55jH
z7^Jp8503`*AYNBkNP3B0l()lCVQj=_b_eFFY2#3m@8I|+UFl&0<MRo5%psB3a(zQG
zU@soTu_{ip7dHY<GqdzIwQI_JNdLM*rDFF_{R&Sinz}I)*1Mtm1KBIPPmCT)ux0nm
z^Ei67={dA%JKWNHsNVhgR!<fud-QR*T=(PXM?zXM=P!MF`BqQkl0(M3VwuiSQ?>^R
zW<eLVuH_@@(ioJ!(Q+G8r`{##wV$3m%&@=Q&y<v-C$#b|((ge=;4_1=@wz+w8%ETg
zIh12p8(jayU9)uhCi(rIl(S6O^;H8ih99v`4>^pm%}!PJSK?}l{shL!t&`+j^{O|p
zA+`UT_dEKM!+_uZ%{2Dz+@yM-W6GDST0?0GLpe=%9ya)<lkQU}JJ(jLD+{+qJ+$$6
zQkob_-4I21XLX!mx9!PO3o4ywVf-K)rbGVmcsiB;H42$vfglAS_rJ)&UBG}J$4@Nm
z#GJ$HCw8Jf-@xUT$%g?X3<&mtCl104?ZyNx1aJ2L4*7%k5R*A%6)F-Q9GF7LAO-v<
zt0fqTqV4(stZkU1#t6#z4hanzFP27_-{^bCIe<aZhEzuj?MvyCLlb(Ezg^syk^@u0
zhc4IwVq7zWLv@NujI&>L(-g&b2m|}l!z6Pw&{v}FV1gh}(jcHi`CL5qRXI{Ki<6es
zE-~jO5JRs)-b;ys`z;B4e1o%9$}8d|Q&YV#r06xkAEjIH80R+_WZt3YH)d6jQO+<%
zfrXul*{eaDxNGWKJc3!>20z&Kk%i$*1uL3;o<fg6g8`SNcgB;a8SIs4#xJ+d_YnA>
zT@YN*ytQWF6ozFN*pRy*%NHV{4%t(sf1nBqn?biGMwS{54a*6ZE0qO20o|wS=pI{$
zdoBDDd;s&-(Nbt$?b<J8(<`7ON<UuKBw4Xe7?FTE7bJ3y=+-@exsm{uW4F<N#8RIW
z94cc8v7IPSBT^ydG3qPGce#>*xn07IagRzJ{U?Zlb_Q;Y)KDP7tQ%+{y6KJ1gEe)i
z@mIvAt@P`+jwcoT_tyJopMKiJEjC7a8&EZ0YQzNG@ZFDho&)*bfY|LO4!T)uaovET
zE88vi;8P%>S6j`P6ozDnXz|x$0xIRUnRXD1OhM(Bk2mIvQQD~|PRETW2^xPZeU9JB
zp4KUV7EV;py0-i~X8#Mn*HEew#L%=67%|lUeYRm`a^TD2Jf_(QIYqw|O2LK>q5hVh
zC5KOQ8;NVnDUDt_^Ob62Y6>c7=$fbD0F>7w4MCyc`sQ$4o$ornE#_dM)mN>BK?Kfd
zjC`z=oMrF(=!TLJAD@=DcX(CRc(=~Ng3xo1D7O}O56TU;jTK4v=kev`S{4=;dXS6K
zj>03w!S|w&8vY_)@SkN=lgI}yED!9@KWL(FrYWSLY6$ManqOA=sjXQkA=@0wWY+~R
zwbxwZVq(-z$}DXhHJ-Q2b}t>SlwX=SFR1h}<NjG~2mA*WqzHy&ni4SWk#U0&V6}Um
zt=`m3)6BikbhkXUw+gTOjc_Tg#mnnXp?=&Puh#!`*Vm>(^s~izvoDO7;*K{Nnbwf*
zcMqRLK5p|tRLOCyUhu9u|2UiXX<5M21JzXj$ofo+B?GE14uNY$0sZW)t1ppjCWrfv
z)FT)u+U!E~E`)v5W<=?}``D!)`_PUY$Kjth;!`C$3;S0UG--U;wef@Oop#)!_Ph==
zzO~Z7FdSQ2?OwgEBNB3sN~Z7Me&mKX^+B!wkHwnwP!v6iwDe!mt6qixzwKX(ERMAw
z6v*A<hbRtVa)9eX!F6_$*XqjOO>y$<MmKJ}=HG#TSp$Z6p0#<fjO=x=V7+NU-py;l
zOeCH({Y!e9uNzq7Nd<>aMLZ>lTaX-rX1*oevDURboawCS748YT7PL@&NAQy+_lw}t
zdVZR)3J8R+RU`8hm8wK)xW9$CfH$2W_eBw#rYO!KKy9HhGWjT?3{DOPRgdH?W}p&K
zHT|HPF>QO=EgzdL^IsL`X?;>9aE|>x`qs2wCpWSaPucB#a8=U#dN3~dH0t&7%glEz
z6E`dVRTXQ=4tl(aSuT=sSIE01lmLx*8F&gUCpIv2q8_iU0TAQMN2fLGBcOVe!aoe;
z&FV2DmpQM|1IRG}EWNQBK=>;NwQeE|NT`DT`VmkjPD>qIaWqXjMF<gtH;$SyH#!I7
zVYsn(!j}>IZ>K3f-Tz)O_M0@#PZ63MgG?gkrKTwV`YRA$NTVr@yByg&1d4N;vK@H#
zF;lNfFO^_X53}|gh|r@*T%nJ#%l6t~ByMC$^YFKV-Mae@E(4eN6I6uJ%yPH|Bs<{=
zDR#GX?zaVlKaKjNLTZp({cw3RskXhNy0fcxqiWR;yYbAlfkFO5eK0K{xrpt0%)RS(
zza@D8vgn=kaP^)Tsy_a9Gv-c~PSm_a6q^Jcn}i3Oge+Tk{JR(v(N&?ZkEHII#0(i(
ze3wAwN$}*~B&F9W)D?(2;%<8R-@m1HTkD}pfUWMYd~sK^N&)^$0+(fs&hvaG(8sOZ
zoaVL${iV{?oQx#=ENqrT9V}AcVy1kKv1B#QmskiC0wLjB5D#}%N6wOmTYIX|M#@GN
z3FMQtdnyYQ#jtbqVYb0sbgcQ8tn7yG6}d4vP;G0HRKm)nK><+Z<7gCNn{NC}RH%<<
zTbiaB1!s|~E?O0j^#Pz57CiPNf_(>HUR!~i%Jsd$@agG3!Vkp{ARL7_!i7KQX~<Jj
zFIk#sUvR>qOu$Uf3WjFs2nt$(D{@z(M;gIiPQ#p2QQ$(-z?OK@1#`*K+_*Jkt!GBl
zzG)y`+xQD&z@C>+7&2<1!1oPv3$DJ&;C^GTPp58XVeS{;e@k^SwmDyWc2ZnW1<kl%
ziX_ae4M7DqwM&z*SUUCo@Z*dqhMV?rw^+}Je@)tGGcAw}xBVLIRM5-@Dz?NujRkl6
z?nOy51?Al0A5l}ZL(qx5`=&My_x@(Nl0!)>9ATX0(2?!#j*sb{ecsJsOU(H3Jg0hA
zeR<NpMJX^Gb})~6(xqfp_O0%Q3mOwBEj#}pWBV;X>Fo^%kqeJZA8;<L-ZK4Dod3Z?
z_m2#0y}V}Q$H$<~-_kCwiH@qfl>b@99ojCt?_s{5x|hw5c0BjC%4(T<@b^}>RR5(r
zgk@Kgn#ko_yMIaM*1j{S)We9F+D00Bo1>ex+X>q%Wq^5NK>}~!-*qF8x1(4{R#vA^
z@x8$<7+lkVwq`$BnJnEct?g>VC(hPP*#VO-648clpG<=oJgp^N1--2k+WZi9_zkv=
za6@@;gjK*BJs*Ayv9W<P7+KngMkew@@6%GOa)P-TY4;Yd9>%4bVk;6EE&W#g1(%jU
z_Oez690C|}vSGlJg*yjPNyrNmQWJo%5L7Dn!fpa5ed}eQvO8n!1N*Eg@K}2;Cn+@u
z)UGB3%;RyPMy#LFISt4)R0zQGWkMh8qHXA!{%WJSMFhIec0k|Js=LTr74Oce8e{bj
z!;P$zV-lj&MB#Rf;KBvaiICUf#?mA2#W*{Bs3`AYA8P=vrdr86^9xiuHcq*c>@1wR
z(s(9aDu^vY4A@rS0;1@g-vS`S+q#!78}2D&)nMZ{2ug+;(q(~~5vuFmMrr_$(~m2f
z*$RER`$+1cSe4Q&wKyCWpc>!Vfyv5`PsDA$Y6sy|3ArC$dcwhZBjDAeQsuEUJWH$8
zwLf)*TZp-;i@Hd1+X3eBGLRAKe>lHd>cp4gq=?wsx72*8N9DiE%75$>_z#eS>je3#
zaA<33f+dvKzl{V$PV>t1Lda`wbkRT@#@jx1)j5Vy^M1>g$y?Ue;4w$QVAek!!!$X?
z7`k)_k2<>)CQW_k-41FzgoETgHvX9pZvOpvGPhjOyU`us6S%gXG;JcuchcQgyZGt~
zIRMv<7}MGqTAax5G?Ub=`H&!2C+py)G3QwsBzjNrW5!3F-;x)c3%E;%SxURMS6qs|
zev|3^Ci61OsfF31RV2aAfZd*LxBo|y$ns~E%lQm7X^h<WsG>!h)t-@6Dx9zj-r5V^
z>I>eQ3*Oj;GV6shla1kv9M46GibgYD&ux;0a&%b6zcM)YhpT?@w2fmARQLZ}Eo(MJ
zC4uZ;d7>HZ_cYqUTAWr0`G=Aw4ebeIPG?lb)oXrfBOId??62naf4x;xZOmdIiI9kc
zuF>vvZE;+nshROjagw})fQHOdK!FQlW8*UGE4b%1q%Kwd20&p`Fu`e{S22Z+N+Z*J
zDQ<f03TJ330vmm8SQBCq-dNEHmqK0I0KlyVTo##PF4Rqyd=3d=0_JW!P1yg`1~=f2
z@s1k+gcb;^m0frO=4&t*$Itp{osNRc@R3+}AcJ~90E3)<BG-JV7&;(a=C4qQ6Y8=)
z)V7xI;+zJp54G|%N{(BS$B*yVH_Ea!Hvj=N?d;1er5o&_`pvk-M?e#U=hfaKrz1E&
z4V@x_+A-)k^bZ@vp<jk(Fr<s)fzK_>)690o+jAee>-7-(9keX-nxV9BZKZuEx;WY~
z>Y|-faKt{scV~*X5u>R|*8fa@X;72!)&+iqor$=tW6Gs)z)kCD({-B)BxoPo8m%_o
z2Gkl=ltDJ4U{K@NsvtK#6BeCDmqGPHdd6sd`;j&p*vQ&1I90Kf=tJGn7kBi{uDq@-
zacZ9~SrS~9k!x4AVZ=*7*_loi^%bFSF?*Tc4<lIa7ln?xXM44(Q8o8%G*9!+YCaiA
zs(t_>dL?K!GxUE@z$TEKKBapGX;M{51h<7=J2HUzJAl#~_0XGSHII&u@9&0S$6cFl
zBKxQ)Xfw_;0YS)zoUxyMvQG@aO~@)S^zL6H&Dad?Mwq2RAjV+rOk9yh0_h(aBsTzZ
z<VCs}#OW4%U>$1B_hC-L7UF5DJOnx;fkrM;!y#ZH0~$Yth)s^gBbfhQ1s1t2M}gMA
z*%6EdX@@(k8DTA<7eobx9HW5a=J2umOnmtED+j3{Kxu76Z0e@?Ztjd86hzm0IM2oG
z3ga*VYbI@eL4OAQs&XIw6yI#jFG>G(nCV_=70P^Y29{)IGD59bv!TWR{p(!xZ9Hsb
z^o}s%sJbAW4220DMwt5F`c5hPyI-NF<Jx44WJ7nu()8PAuiFddSw88dQAVkbqOZaq
zp$@;Z8l40S+GN9l3)W>$g$kJS93Xf$==Ihpo|bv_XCr=$=4}qn_r<Sv8O|@~?(G@*
z_?$av+<rSdf#Tvmw^NUyoNhy(qcO?-b|>tcM|o6y^Qg)Uw29p-eg7xF*EN2x-wi*1
zPw_&Sg3|0E4e*lmg60qG4|Kwz=7wsnIkrDb+!QN+;V*fY7%PnCd~_|%-}mzd>YRai
zFhh^bV**_V-xPcKdD8E0K0CM4>-B7hnN{|0BMhS>?0KhPda%rFwaZ<~N$YVv9^L!)
zi&S)44=GBIw~j@8)uJ<$ZyDsqvvyHFQwzT@pv(PNB54(BB@i=TIM{Xd)uuuFfjGO*
z+an+2qaTkbFa&uW6)V^D>K?ZS<s`iVtzX%6a_nq3kQ{ykoZzf>9GF}5&S@=vZdjGc
zzB5~pNs2fR;?Y|OrJ*{-^2LKdh63Ive*ZLgT{O(CFn^9)i+)~@Evxgbp6w>}l<5JX
zev7oM1_pJCXItAx4SG@^NyME|scb3i^ClF#Fxlt%LhtY*`I*OZL0Q4+zn-1Hsg*}%
zRb^>J3J`<coFI-F4wIibF87u#NQk2I18RKcc~UUqR-~rJ`2xqbx(~I7^S_Ry@}nX6
zbJp8OhwwQ%Fq>p!+Rm!9<#6B$mU))^tEZi5uWE|;D?f3tzpVE3lfq%or6sSWn}!^H
z`@sq*KYb49D7nu*wH_S}-2*ubACF*AB=pbcpsP)x0rOY~-6z?)t^1bL!*NoDuH#vv
z{ssLzp-;5i2b;eP*IrZmd41RW*7sHXCwo@D?}hxD`+it{AyoNpu2I<SkQR#C8+eW=
zo%fjfL#i13DdirB`T^QQq0AA?oV%O-o|8<XCv|8K6b3xhOTXzwz4F8=*{)(tr(o23
zo_Rxb;NB38g8zEC85)#1hF-YdwnI_F|B&a#ec8OthUMiU$DD0vyMQl;{Xy~8yIq*=
zsMFTP^19>&*bH<7w@9MeR%cFw97R9-_wIQx#dS<T?;}N-_CwQC$|KI7M6*9DF7_;$
zwVfDK{<PYKu92OtR{?h`ws+^r$s`KRjurA31WDt8!!=p?SG^cho}XVJh?BAd`LWVz
z+g*v+Cfs#g>AuR7(;Pl~a%idTA2S4=MF4m=r=Q4a#uA%Kp8r?kx<<c)pec@xESBu>
z*vO?@i@sR!pG)JK3#qCgVs3%}hWwf2KLg1I53kRNzK{R<e(-C-W=_RVkKUn_$}HlG
zteMu9frXYI@56WASL`e#{rJ+c^Foa6Im^4Nv-j@V53zB$boLItjs5jL<*N#5x^NW3
zDr~aQ#<3AQo|Jq0&bv0ACWdYPuZdXS&!%5lZvRqFr&U3ImwZFQ&-2)I(t;f5)Ft{|
zR;?RuH>jB3qd})f5NNkMONfH%AAxptG-Q0_iyK69J@`MhU><MFYRI_pG%P-R>ZN7J
zl;oKiC(#Pj<B`7Xz$_>l_78&Ht}!}AFoXiW87UklX5&IWcg4=*taaK29>#^KSD==U
zYxn^G_$R17=!@%!dsrk%rGA(es*sK(hEBFcfJi2=G_IjC+S%xt%o>m<ZB!rxB_l={
zx`|W)-5MV*TshCo_a4s*^;8LS=uj=5Pp@K4uX<-&v9cAw@TU=|^KUdS3Ls@Zbjn#?
zMH1B2J~F}8Jq@+A?>u_!VrJp*7oc%VbvRaC8~rAY3KZE-SMOy~DaLX*Fn$+8Hofx|
zOvI+-NpMaWy4B`ysRmBBP`{OF*P;vah1-LE9kT|I_R{@%CeOOju-j3nt1Et{rRs_}
z`rWAm@y@Y)TmUBhK58)O59)NAaGOc4J6GrrUB27z^|hq9?!o5k3`!Usqu1hj=MH(R
zDvz`)9@4_=5Bzp=eP-h%NhMbt<m4VT_qw&3d;d0+UCB`1%&D16`&c-v^Jh6*htv>_
zI(s@$S}4zuTK=HC#q@1wJ<5|O{_X^bxNCX;i?oay%>28r_IN*?>|BP~M(7bk=ZB9f
zS6A!WhaaJ$t{)+G5$sUA(*o@U>v$5+DJAh%85Q1#lW4OKVgxo9tE^O<3Z(V*Ihs$2
zO=>J~L%Oh0OmzRyw~*7On_oKL4$(sV_~US<Y})9znV$McEsx(=f^8);2q<*UBP}B{
z<!%ac^Upa6QkG%Q`J1vBN`<kizzqeV7F@x|8YKPbIkn1b%~sSR1mGnXd4iYbI7?E{
zDXG)RhtV{vtfBlaHNZqvlvqQs0MkdoQ+j4yfrbb?`b^*!2?DL(8$~;Lr8~Lc;@mce
zYNrL%j4b02yE(uDzY@d;Y`sQSj6*y>l4nZkOt5H3(Z~3TkHCEYH8_}!-U+YyXW_Ne
zG78wvICJt9L<Nwbffi8I326#p_GF}1scasw@WMsE+nAn&;L@0YpFUgG*Hh>aCi$`9
zi>w<J^y7D+$EUy{4QUF}PEdSdrlEl}KKPE}7Wm->M35*(ngUOo_BRdq#gH?#B-?i(
z^#!kSGpL_8?m{)5Z*AY+{boYS%fGP<Ms=;-yfMDtb<?vT?jy6cncm<eXU14?{Q@ym
z;t=-Yyug`HdK#5R*Eomb^i=ez5U6(Qk9D41nQDLjoMz59H<TFv>&ML7!`KYV(C&MN
zfgcZg_)c2h4Hk&U)cCrtt!M2%?fvNMT20O>uBqc&^2smTXj{+v`?THvtLUo3?UiR%
zGeaL`q7><Ob3ar(_?KdEH6h1B`fEP-P}i+)iOhvdnfq253r|9hFKJe<=vJ?IrR*4|
z%s70vlfM<Dbj$0iRwa^6*(FYUMOEmE3daz|;@cUfaI$mw(&zD~*bQ&(4R6y8fBl6q
z!QBbrgLP_1I`X;b>DaxQYtOOC3WfJrer3=+`AvP@S?xo~IsOZ-e$Fr?LGz~L+aF?D
zqv!Mf&_x<-hBkja5Tr_9j*O6mr$E<(SSLv8mfqDrLxC;jh%c|?E|)Pc)7v{n*u(8;
zNP+27uM5M5ZTo$N;0C5M9c#s+Q!CDGg{+xDVO2oER#kI1CF~3@!ig!A0oer<ffn9~
z+4{MMm^-T^K8FvMr{}V+2Ei_o5Rk(Lb37YTh@55-4s>*BCiv@4o)cK=Cu$-k>Ihi1
z__v1W3^b|u_hjI<vPPWqg3<e@UNT9r$HH5RDrJep(6ZFUtbYrSs^uO@`cslYR_T4$
z|0ssksTFe#ig$yX4r0T;x5KPT5Qu5mII(cx2pesk*brKW?&n=YMGN2!nuXt7n7Meg
zd$*Zbf>pUysQ0rOqrq;JX10h*TQ}sY1RcHPPz=D#UsBZ?dUF{ZJkogVPD2<<OXh63
zDjFh<unijy4(SUY&d}UnYUDr1FO81_tF1fVe@N)+FcYAzjv+szG^-t+W<0^LCVy7n
zpW)Sx4B^$fxqRoMMDz5OLZlF!VhG7q)JF#f#508%G+G$1MScgJL&DyzpCIHyF(y&q
zgA-WR4%!(dg7G6W`~n^r*e-Hm(O?UAhMBs-@<LkN94(D+PrA-TxVeVPzsfr4q<+Ft
z2H31;&@a#dlWPndWuE3o2V-K|r1S-0e;3@(f{jI`f4#g|(sV_rPMzE@VgL#WzY880
z?&S<b%1BhK_vz2NlNNl9bkO!rN2*B!CPjJg*zGTmBO@i=XLqgty3Sc5LYuycM74rT
zR3gjoVSpQ9;4tA1i?!9qbL6d|e_{Y5q8Ah+^%`)YrU%2f^%kUFlcoW|`n9(tgW6=x
z72@x3!-9|JeVmut=`;?=-?RVedi)FUC7J5By7|p)`!uC%4k^d5?o0i7$e%Yb^+MWR
zCrvL2RS?%Z+3nsHMhiEIc;GmuE)DGPYfJrJdm`nYHm!1IZ3<(p6@P@w6@~m1ct-PY
z#hNn@GpsB7_+Id3+18#>F};1`=j%4zJ%=X1H^0t7Wrp^_R_o9BY=!oSwT_8(M)54S
zTy>N8W7O!fbs2elH960&NPnvHYrO<gkF85>nWhQ*<e4`|QgZRHp-YXU{No)~GfrZ7
zU%HVB5Qg}V&k6s#<eZBrZ9H>*39SwGC+zZ1m`tAP_q@i(BGX=1a+NGM>h<L=5A|Hb
zqUqDPZ}9RPq#}RqBEv~b=cZIPAAR#E>Tj4x>Cc*MG2VOxE7PbLZS$4m9F5Jj$o3>8
zc>H|jXoW7g(uk_fHp3$>u2$X6R4~l^z-(0dV(aovY!JaFn^2=R#dy%W_pE2Sii7t4
zMdk08QN~$PRkxb+IXsdfHD+o)ADJ7ha(gMltv}rgxN_MEeQoc7ot(IJ^ydx@*|!|U
zR}#Fr9G=;~r)7EaHfubugXnJGQ|x+E$}{2gOZIWgq*5Kmh^%GZ^er%^AS6U?e2*JT
z5R@oDIR~CPjU~4Mit!6+zrUD?15*2IgvJS`){WU%)Fyu>Dwoc>Cl;rKNVGjh3@?yM
zst*^FO~}s{75=j#u21IGVHhariipG6`J|)$MwB~M^DuC|`+)zX+WQ}fO#|=1j7~w`
z>K<<%F19CNwNuHE$@TeSYi(>#fDDLpJvw`Xe6qT6)Zu#tk3VfXcjFC02O479078G0
zToAI`)`TJKuj1&*Bs$Cp`G5&(%kQSxOii-2`TOk)4ZUfD&+^F2ki+u^P}>TEd-d*3
zLI<WAv=o76ym9i@Z0bVx{xyr$@5xVc<*luiP45MyiDdf@$L{RS@!ALYc|J%n%Znkv
z5&ws!^Ny$b{r^A5(K$xWky+s!BYR~hoMScY6++gV5ZNK?I7aqv2$_W_WJJhb6`~N?
zGkb5xIp53Y_xr2A>gIOq<@LI*=kxKn->G*Fw--EWU1SkJ`pIV=04ul%L^+@D=PuB6
z%Lt9F>-F5Oe)kIu)BBf(rQ}m@IrOu7qmdyfN3AV{H+2ZicGs4IfK9q!$BHg$qPgdn
z9L`kAP&4=AbPfj52~5;b{y6}KjJG}izAXGB+n|%>MM_|-StjfcgR%Ria{n9j*|Ifg
zq|nif)hr4`3@G>gn_2b7CX2`aVDzT%gH!X?`;iq)d*=~e?euEnOw(a}2`M9moBOaS
zxsH7%a`P`(yOk$oatp?yQl)BtMi=i#_M(1w1@RYt`rnzn2X=s3_oCDu>~{k^c!sZ6
z2G>vptjWK7mYg!uF3+Q8A134Oq&<=8`|?iMuRz4p$6~?Z!T#72MRDKz2JWiH-m3Qk
zRjumS9yDg^c_@Ba@%P`a?)h6%zf!t5EXE`w`cg{lg^bv9nV+wuf4-E_ej#lkFy-|n
z?_op5iouf(Q|SYQbT@_;M0*XBC-l<?OrKl4U@@tc^!!Kn<WY>UsD54|jlMdp`y!Fv
z3={pGPpt)!;t#u1OU!j?LcY`${{a(KRtBbYnNbj=Sq>wF6^gU9UJAt}l~dZdfQgbB
z+H}%X*%S%)1=PAZF!ZU+Qbg8(KWAfXQxL1AIU=-%zR*2Q5awMK6Y-TDH|6T4##=Km
zfie@4xpgOH50MuS=-jCy7f90^mzOp^-J@)01_OO#abs}qI|d)h0({*5Ik3_1;}I+#
zq!&u}5&o?hZ2g=DWjKGQ6(fx@wMtbU8qyw(M@mJ0Du#1O@krBBqQM!RM^VA<w%VNn
zDIQJc3PV?3B$x=r?0IUTjTWM?jwN$c5c<(1#);=_zf&MkuFr~!rQF<&&bI+z_hzcU
zZz0=vZEh+x{g<z?nSwv@oN+UPU=KTprB_qpMN&p#2U(J!c`csjOkq9Bb|dFwZ*xk!
zf{W*KG?1~dK40q)M=T?L8Ape1sdiXsb`a`%s*QSUhJ~w!M5?5FYGnFkWOb!KTa-Fq
zE_tkIGAdy)tYrG@NrRu2)eN5EI8xp#QD%Lk?7NbF)!cmPVD8}j?@!T%(jIN}1Kjvz
zhoHTD%Q`QP^xeLd*o41Suyv+@iRW)PUV1EkxJaV~*mjHfX5elKF<)do`DniIhp2T*
z2Zeap{xMp1Q>t+eetLRh2u6lNL@HAFX>b$>n1R(18LhJnx|=!bo|XC$OWM7fG<gHz
zMnj_H2}+oF>>O-gL115Q8UcHE+lgySQIS-J81-jIA|7p;lK5I(Qrqx4a<S>!Bd#7*
z)<yX!P3J8NLNdP1DE@xFHDzu?GgdjDb=CGWGT&P=SnrK}(v3DfWw0PW0Nq(}s}#1-
z0=7H>wAy(Nsp_6G()Jyrihl}kggWgm|Ah)<5sS*R*7CSLD206p2RZ&7=(u*hFQRNU
zg3>=@3U`8sJ%g*EhSbpfEe}cks>(vF<~3OGWMa_BC&uBpE$LGj10D%%-_s}!egc<Z
z6G$6GVdwRqenH0g(shJlUH;iUc3?Pv1(HEPdvu(^oun$fhtV6)FLF&blKuJ(Q&iMP
zUCf|medm1w7R|$06autc^jg&y^G2Y0AI`wwod-D#Dnnu496<9nRnuXX8h)WPB&S}&
zQIr<kOLJ~W=(DAPbs$Ldhuz?XD8Cy~<v1l$4jfwp{|K{TO<Nri=JzyNpgpK)Y^gmU
z<ahm+jvoBDyc3hudr9j10ckp?&9&g?&%ZDA{p^Rodq{@Le`p%tyVKV+u7V6;TeZ^j
zBDF~@{-<3+JTAx&bk?x43HN>?Osyar#PB;v*m7nEgbDEk3MJZvXX53!kZKxn#58IR
z4mkJK1*0IZ>kVG20ldHQEg>WK+t|}SCwxB05*3BKbVw^h8(eB=%PH;=-w^6$fAl_U
zdA0WD_~F_}bL?+!G2J)8Pi?2)?MC7x2hUmu799>vNVV^_EPMNIzH^e@VJO{<Yphdk
zO3Sm95@fz)7rR~Y&Tq8Z@7ObR$0u*aHSgr~);=OWJsX?SzmOQ8j=ENiOUh|rDfAOG
z_7Rewy=8Q?f9Km!cR6Ly(g#sHjjK|*bhSl0m_o)k`cXPU1fB0eu=&Q@3ray-D`u~M
z27mc!sfG@`$rQX!t)KC$>E1P0eV9}UMfxB<K0Svw1bM}@oeV-hko)QhYf|V^jDh!U
z0eTRFQ;A@NQgIHR&PoYI|MBT^lD8e|C-vLu4KCZ=6HIG{3nW1|sF~NdSa?r&E<wi~
z#XjTboOTeU5+*F~OPs??oNI-iH>*Yw!3mXzmxSEdxSX&R_U_ykTyiMZ&}z!BMyV#Z
zfr|oR(}tc?mRb@%@hl8WyF(t4NC<NoB1Sxgw^=QUyxfI=HWCufXmJ`M%4BJG9F`e-
z9)}shpdmAbGo0r>^(mHPm{+)xKVz;kKMz&7I-Y{{f?@bT4);a|6N$|C0tp?(xN|Wu
zE9>9m8DI%WYcucy)iW7dyAL}Eh?{9`IUIqoL?0mMe!z}Hw!%<m^&vc1VR@AC2*@_F
zo&k!9@@XUnGn$>v#r*aH{8w1`O_e}jjrK1U)@gP80~%o7PqBgPKfkc59bm#w|AjLU
zIcwFJjH&fi$AAuzmq50YYs79)%oRoj+@WY8bPlD8PzzPbfC^8wnI7^I|G9CflmDq#
zT!pkw1XcJ2Gqk)oektycPp31P%9=D6WFXZ=&RWB*g8YINor)G4<dq6C9(f(0ZRp`_
z02otY3#*vbvFk!?#9_V&%?y^Rfw;_@|D@=n?9|ZI!f@yZYsNw=;l2<~+U|ELv}$M#
zUklN(BrJFV9MkL{YwjQaxkCLC)L`Jy*AMMDvC89Z&{?q0B<0pG76xc9AYfOrxCw17
zi~sOo^9t@Uj!$#Tm};<S(pJWQ<$=nxFxDo&<3aLNoZQ~YovEwbkyCPB^T3pliSqMZ
zn};zJV(L5>Qw4q#DVI^AK{h)GD^MrdA$On_y-O+=CoZ?X(_QRTO8>Ie!Wd_j8RQUn
zwEii#MvRU;*l%t;+T>P3lV8PVME+?rMq$XH()7Mu)~lzy+)ilD3NekZR@|#b;ZM2&
zi7k~UM`om~)k=?Ne$oG_U8RNOIJ=?6TD*?Twlz>Bjr7yX7=?+5{7Rr-ux4L(xw`s@
zWpxqxZ-#MmneC@%v_pNXf|^2?2%g46cPrG7$1fny@6+s8Qz}cKDyXGw6~b?7^JM*u
zo!hlNp1iKG$?sNn$4xBk)vK%@Lmpqu>^SAjYG*08e<?TU+t9?Yz#6YrZ?S*hHVQ-T
zdK>!J@{ecQiP9N31iVju5T5@yElfJj0y^3c;T$%CbE4X5g>WY_p9IMF9xKN^=ImLw
z88)8z%=n)D-a}mzc?oIJ&+_hcau<Bdk^KI$H&v7zGt(a3z7Rv9I@diYf1e^Uq$$R`
zI)1lYcSe45`iuSUL`B5L7hBip_8K#GNT8#YzqgxD;FRlJ?nLKC+|sbxK1bMFt;K9q
z&zOj<1I@S(&G>GRLhRXyeefDJ#-}=}@^;T-+O0<y7oUVv9o#zF>pr7<f0npHahk8H
z)2XS$$4PLPQN8;TGq2Xm(*8h9r|w?zf%oHK-E_}vXR+Yi`tf<xiX}M&|BLMDzTR9(
zkhYv2Y=CHtp|#mV>ytredp;om!F_4=y{_m*od46k%5OB;x>hHi8#^X6hEo=A&gOPn
zvt7yYro`2WjBr4M|GLmL@%7-<%~)LB4N~O7Wd;0oP_RCV{Dx5p!S?7jr+5C5{LhNK
zC{5vT=*57Tm}+0}4Ua`l&{ihS4Dzw)sE~JbZIOX!X9_lr@BEZ<Q#Eo@@yU{+UsWMp
zBLWH$h#FF5EujLlckAoG_l2$l!$^iG9b3vUwpMY0D3(NU8lgRnoO>g-@0&~O-3Gm|
zf|DC3{{Jw%_aCdrQ<9?=(q`s=tt`vMa1KGnW*!DA#xC9|It<rd38<)ssuPtIl)Bn}
zw~cmmOb!hE9nP|OeEZ#)*+A0Mk%#t?fVX@JVD28NzB4m)(h|J5*tTROe-RFizuR?0
z{`p%}U*u3P;;Ph*52kR4ip$_Z`7PzNuTbJg#6<_P;2bmo<bMgTjw1I-T1M<3WH`MD
zYetX)Ng-Jq_&~B|tlh=n5RB_G>cht+t@cPTG@X9%I$Pb$l2fVu)(@8U-GzN!6WL(Q
z%gtTV(*6s+KN*VJpZ$CY9}mUEgF$S*|8=Z1Z1+zR?T`OX6Rp+ZB=O3>m}%98<ln>k
zl3?A&MM7d$lf+k_%l%82+DxwN*0I|8`w3teZHq#>o9HdwRrRYr2;5H)Hc$9yDr0P^
z`@Zp|et<~*#v`4xq0r8Evx_CyL}K5G(AbN3z0>|}f6;K^iHYDNKEaaC5<#(hud>So
zZW<a&7#Vu!$&(!K_2FaI`j|-8Bd>FHv|n~y3t#>(>_sxUgyJ$vWr2_rC32?9`h(>Z
zhN2;%p(M1;Zd*AH6s)qa=vqB;`uRSps<^9s{qgm88z2*UJ<!k)q_b!TGm(7V`NJzj
zyGX_n40A~ZOhTbdYCs$<!G)0NhItKpD}#?l8rJ0<TH(HPELy>|Wf}$EuLH+e%ULG?
zXt%A#ZN2pPDsqB4dZd)ShbST_!`E6QF8snAse@wSJj#}EhW=y=H$ZMX(zjvAJ3gQx
z$)RxkjX3MHwq~l9cx20R%5>b;w3gG>B2+~i8I|sLmZhfp^?LDjfntFhb=R&vLnGf@
z-kx|JeOeK(Sf3K$WpLv8J7L~|O{hm9fvVm5TWP9&Jw3h%3Q4|cagmy9)8#Soi{dm&
z4-Nq%`bYQ>rnn&{ke2Q-y%a@P6$$|P9S}@U^}W7o6=ZPvonwp28!x;>q<23)2|+EI
zr9Vth=eugwd01un!Ik}^qvC_V9(lE=jsrwhO4#8)_Kj}E;d193F6VOeoRQDU^8DMG
zv~c<-<CpL5jfQl4shmA6-3X0b%&R;}30tiA>hnuS_Hjve_4OX}tIV%2XcF9+RHJZT
zaN^nYpXJ^;FQa;(t+PzCQ{>I2UN4X9kN#h(J+0}l?3W6&{j^~7@}oyQnIQ|Z-3+Ai
zox5Z6l^TJ+K%O;f`L`>Tl?ajHLtyRZ$t_#v@U&)AK9rt7d)o{w=@J~X)SaZ~qloX<
z0gm6p>}GN9NNE${Rqh_i%Rp)LfP!cvf)_s*85N)@TlDD9lj}X4a7txnWpSf?UJx1p
z$60SRbX3|Ig@rOS^qFXHKC7ztasMNddkn8?Zdv#=(vO9r?7x2d0v~u_1m{&AZgwaH
z?|ojkGe$!3@S7?Z6}4265H}kjZX<-f22*rDG6?4*z%UNJXdJw6+z8IVM%W|<))&Tl
z=XXhKNPajMD32Opk$}7eWq^wTDP_lmQ^&W@Dp1=lALC9R=JU1C=K$84fDjxgk8UBZ
zGs;%t`d{;kKQ}50afd?al|A5vBbxj^ShNcN=N85cY)rKuJ098Jd+u^c1L5_SE$jXX
z)+nr;q@xZf`7MDTLe=a1C76OpoWfwKFb}ERqx&KK5$lUow6<fA{r9u47;_h4-hLN{
zl+s>`mD`Co!DbiMkFKqgaT=>MuAMctVt_+ZuCs#Uf<h4voyel^Satj7h5Vwa1Ovh@
zfnsAT+@vDs!*6=tmGT*7j#zF5T>?eJmb){lIcJnS_?(34)>h?P{>c}BUwwU(Sxk5j
zVpH$>bSyopOhG*VM^|Ii%jOcaV)yfB9|sXPN6`dK#*$x2UKOh*w==RZdb_&`DX2f2
z!F60`?^WhLJ{XYoS$btS^d~-M0XpiLx%V)0O{an28ajI#U5vUsgt=afOD{UPpSN;9
zf8`5LZ{^(;hq#q&K0zEC->I^9`^24ZkAs#jKG>>|IZBstyn9uu>|*8+RO@{QgCHqZ
zW1y(jO>IMx=kNw63&$%e#1AO!T`0%p!8n?F`&OOTy7l8V+B1KOk=6X_+8U%=FKU&q
zxf)SQy$?+v;{2FiF7w#0o{llR>Nk2b1`1K;hle1Am?3h|*QWP;Khy~sPtfPP#u`iC
z7F^xmxsukb7tTb_gv2*G^<O~mB`kPw<>Eq?aPF!^&eo1=;~n>BXDgC%?g-!ABV!^S
z2IUGBirTuQ@iowXGFa%81-z=L0K*{!i=AnU2}GBc?E`b<c{+s<mPrHFzhad*q>~?4
zDsChVn|7wkSQ~LM^e^Y<g!eZg>yFJ&YQ1=7P*4SSfIPY)R+=6wgsydAf>El1hY<Jx
zb`We|Wp4!I7bwIux?_3Uy51m6m5!)p(Ok+3I-z&qcX>ivDDvoRXVQ71BlxE+^`Ow;
zJ2Z?c$EpvDrb^wfKUZKZ<^ebK?O4yS1}!lm-ZNGAQYkc_1?>@7@JH-SU$W=tLW1Oq
z@m%Dkdr>#YIFWeq<48fNaL)I?!j+3Xu*v|1V+n2#9|X(>E|olrH>~M!{yQhl-fxqV
zqyB39%2Mc(&fvP_3g@YZf687Gg&uWsI3qL^`8E{$1SuZlA*FbM&~_c1VO?iX7b@m-
z*T5Sz1m3>Up3A0%_DsFC0|wzqA3^}tKz+F%LjDCVpo0oik4uS*{uTGb{-$vac8%+q
z_~PNbGV{UwgO66*h<=Di2~{21cm=(|1;GOoC~1~&8U_45qByz!BMUbMaDW(z3x%sm
zBBNMN%z}shoUFEm<Cad?1p(eQ_DqksMZJuoYgCE@{eW9^O-dl@GGY$8s9)rch)4am
zO>Qaip0!2%{3jOtN&KLL>nKvw3WBedw*k~%Fh#G7J8K&f$`-RFh+_`6$2$-XeK>LH
zlgS0iO$+(6;SNK$H<;taFD-xi4w?c_mfT>7ukLo6KLgA*tA{N=iZ&XQdr3*!_p=7^
zm<3>kHjOnxuvI@)GTOpcR0t*Qt(UAe138>ox)gu^zSi4&eRNc`Wq@}$f!;~=_jLjJ
ztHqNqAC^0)$&2S_y5w27<Ud%?pJ2<IV9!%z%U9I9s}fh}Mf*3-T{(lE?T=}Kxo{VE
z!s_KNO3Ic5z8JJ0FNAZtgT~JTf<`K!kptnOTM)_?O3K_w12~di!R-!Dc4VD#ch2Q2
z6o^KlQU4>l1*~pD#^2xS%NuXqpCr|f{K#Af1yq%F))tvTbSBn0@4%)$?bAg<80KPR
zown8(^PMT?o)PBn<D#EHdU_mR>S_BZ^RZNU#7rnf1ftZv!)&g{=;n1JI`4Oi+7bCa
zITVroH_XFuQJ&S>);At*P52yt@>KtzaJ`Vn$n+!JB`$7BXBahUuaK23ulM}AUM4^Z
zxcS>@X66|)SX?<5y1e1DT{!&|qqb&1U#Qale&^p{%$I#~%U<Qlbxwk4w0qNFjfsH#
z2P!#NI7i&Ys~T~vcVA{}n<Q-LJ?I|P!XB$y_892T_EtPEv?k=a{`qOPlfB7*ygwN;
z#ZmNhc{=MA!iMBtPGph*DVT7nM$e+<>b8%y5L?nsJ_OoCJa9g&5~Ra{@OrktYmPhH
zg5%74r`6&2tH!jigoW0@KUlP@FyZ*1x@r6Y@OWlk#Wh9piWBXw<F|W%4Wjh4h&D4j
zsKw5v*I)Pc_d3c7`*4a>%G9$$q1ZSC4n(g&5tYK*gZv&gFp%T?3&++ag6x{S%E>35
zgkuFm^rfJ4V-f4xwP)h})X(fM1b~FsX=IkH4J3>Q8Q?*wb|}<UZ>cm{{S2EX0yeFd
zW-Y*Q+f3{j=wmtgo2A%K$Ulp(sb66pdn77rocUf<-Z*9KMe6;GETbf3D*d}e6M-i)
zDN)VMWGECz*N@*Fy+bY0{J8Q$$@L;yb86ro48e{(&L07C10vp5HP_6rNK5dA^1EN}
zrLHW4m98Mgcc2mKuPOWal86@$G$k23yWU@p1>fLKu(fZ)%s~&&eoDI??agz#sr?LT
ztPu<`H`eBK$$@;{0dafuGjWas&(s-O3)N38|HgS3WVR8;aE!t>B5}ZMoaFp#c67Vu
z5Wtf0Q481SZ#M*I=l7axhQ%j1VP@w>w|f65b$>(+f#tK-H1n2<leY?#F0RdH*Xh=L
z+>^l%+IyLg*D@cBHw2A0s1h;_TN`3MT11`>NIr>9ZEXM9!27qF?RfyVFsYylc@Mj!
z;imR#Dyqyvr`S@b<bL0{SCGlsenY3TdhefD^U@ceg<s%99kYa-(*(*gii^G)+*j0p
z04%T`xdkp&1>Us<e&u!3ruSUk)O}2xZW-!(K5@0M`E27*Cn$aQ3Ja<@k;>p!jJ>>m
zcqhxrIoa%zW^G>e8A6ZPd~h)=1ZT~8o?e)#B`LSkhkJnG^*pK}38V%fjA}_YWswyE
z!68ims*sZ*Yj-g~oV2Y^pqPenF+V`|)3ki%0a#IR?iP$XJ&KG3o0+2)2EabMhDVQt
z9jA0WQ>WD=p%(z}>~P1}Zx?Wj+&VChLE-YOP2fMuqoYd!KXY5l+L{tLmfoWY9`xbw
zLb2+|+4dZ=|HKWDcR7`jE}RfU6$-;P$nR_T%k;`vbcH>qA6zvwQrw*;9Pfw+FZg>N
zf778sVCA3eOx2zczVV^`Y!uj~tt?NHL)o$Dlh{g_h7aA#6sT>H#4A0d!=s&Bhx6HG
z=IZEf&NyB)02}wddu6UsR+UE`^<D-X+<1|Glws`%FZO#&iQ@5q!0^!gJ0~<C?XhT=
zK-;SqUcJ&@B2RWj^oad(6C;7|8W#)zbia65a^Yj4#?6!1`b5Tqy+zb`M!;K<e|{5v
z4EC@2c7H`m7(R>dOfCwS{9ZdyzT`#JXMsMWVVh9*T~AAWIIir~p>xv-1jsWl3gV9F
z2w~*&L(ec5HodspEY@_h(#P2_$U^^KzNe(8e5gM}9>9j*2F;6Y#G#^c(@II-Y{n1o
zn<v5d&w6c%!{XTsxGkYXy^@N3F&XB>!1Y83A*kxxKXROJ+0&mdo48x*Cw9i%Q+=I@
z;R+*7zWFe>69UN)M<k&35wBjGF?I?nfs^n&Q{6+hQ<#c!(kt5iYj8t#y9g}!wM<e+
zuEN7t6jYz|F*YOAhO4ldxg|YNTc&V8S6791IPr((sLtCt{x6qG6&?{<?igO~5^4Iy
zl?#dH0>Mws%SDuV*;nZBTv2ni@L5(Sknx2o)2LHJ=%bJolpwOP1^A&j)B7z;IZ<N*
zvobL_p^l~qu1B9QN#8$~HsgeR>ckkCb3&A>utv5dJq>zB!{Z2E0`}aa>i5r}!Sh3d
zkGTic`57Ha<cv>i9@$8aqEchqL4eabJbVFq;Xb*t$MckP=j|G(hVc@W@6<5&e|$>o
z>~<mbhqWiG7BdAs+*b<?xLP|1Z$4*v3ob|tRvFrAL{4t9<}{TIGWK}Y6PVF7HV<wz
z7;<2z-@iub!R}`IAq~cmjZO|*ek@zth9e$PwjzuquIj@E*WIVknbzQ6^M>w|htkMm
z%U$NLZ3T=GC?ycioLh5zi2BzdUBl+@>;nGP>2}|OQHU&r9m|)7jie~1O}*%#&msj7
z$$j!>9B;^5C(tF%Y1o-opu_6f`!xw#``t%Av+AKo+EI&k-jSOv|6-PK*48BJ|3Fr-
zn)3uzH0(_+C29Wqy}0>f7zpN+S5|)Zt?=4&58Z(omxmNmG4qwYrQA-AziD_XxYH+N
z(%0(DcUm7TKe$^`85yiNzT1jD-3{7r8nHTdarpK#-4kc@=J;&(ZT*c;H4^)>hC{M(
zF;};Ljd}dK>G3OIy8=b#CSHtt`5{O~{m`X?xw%a;`uo2Wqo0M2!O3|~MK7Ogu9ko6
z+xYHr%2wh349=E3+D^IEkVBRB2MWqP!%=09?XL#&yfmihzqsEKWqXdtA=#3t>27Ty
z?i`<T9ZeW07aH}8GJXCQXlCCi;yLy3i&g4)nLg(uqa#^CNcwZ--r^+YC#EI0ewAMA
zf~pKN33Q#$4d$;IsphDuK7Vk%xQ}%WWjolbUwkVpkC|88Xy#f)QlJHSGUoxFI?7K;
z_IvCWqLf;e<#nuAcx7rkRp-WC2>qglF?RZVP|lS@B7cEN6GSW65JJbBK-$G3n$HB%
zi%=VJgmAM}%%TFdh{`<NTW!UfUX<;?5(WY=5Deh%Zc)%vn!L4G1tG!y8EUvAzW=ol
zx*xC{$V#zBSeGT#bY~YxK|(KZAzu>7nXlg=P4^D$He+(mX!6!UH9_i0%WZrg@P5v!
zxBB61LIt9UDqe9!o`5^lTlZ7v$+GQ^#1c}um<ukze?!8T@k%#CgDO?j>$xF2^PK9B
z?!NCEC!xi{p8jScA=4N*c_HVQjhGjlX;|zS#VABs3X?WZ!KfCJ4Cg%yyP|DvwA@OL
zF$#_74_7I6#{wff5a)^Cxyof9KR{g+;uw9ero#!u$<b;7nOERYBP@slanf>~ibs;s
z3{c=L!7WLR9Xi<oLO}<>8<Sw)8H$t3Vj4@lB%5@R9Fi<vD>O5|0rG@#Z2;ecCq{xe
zcpP&99w!(1SzODDHNuG{R!@|vFcC0!obcUQ#p5>~fb`9mzvIV$$KTZj4wCw5cXE%I
zEk41$l@*38Am_OwfX+~;HvpC_Jec16MDc*fEmCHX<leCA>vueR7zW2QNDQ8?EQggP
z-`M-Rm1`1tYDq!q0pt-4UNh~dbA?I(7qeC<`A;c~D(;vjo0}y5jL<f;U6zDPJ32X8
zaC=z>xZB73``^UMEN>BQg4a^N#G-y$9=V^4!%`il!nR|tI|hSR>+F6dMOgyd>Dl|X
zCibPXg_(`)!z#szx_|!K%iaSUG^0+1DYl87OaA*YUyHXyBi^cV3}2$RKv6TWHrfXh
zRLJ?den@6qWJ2n^FQvQ1H)a~}@U8T{ALYL!1k9X^`(75*<gc=`UbtP*@~v~)<-ZVe
zILp$l5F2<vSVq{>8(f!UxD_7c-7mfF;`<gYm$hx7h4vd)Yc%1Sx~bo+iQM7bh6H~I
zVQKqk1DT1BMc2AtrmTS<4X6au>U=<;LhFpf8(8taQrTB8>hxsTPx~*8xSHv*RM)3|
z?^RxYB<59-JR+&$@}5)Xx%E|zr0RQUuK+R%Sr9GAaosJ<iF!W<DH;o18dG5%YYoAg
znyZf(*!dVy!eO_ceNU!BsyvSQo}BBQBe4FS`esZkv%1r5a>`r}J2Yw9mSN#xM!QF7
zZ)_-ba~5rRw<t$raVqDPH%}4W!_JG$4>Lu7a=ib0@iM>0=Gcq=H+jx6F-67~o=2WC
z!k)f@x@&ffdtR^6==n(RwF+st64sDQ$YpqiVM{vQf8WvNt<0CFqT3OPxN7fU$n;NQ
z@SmjgfA{|i)#nm8iT+MI>)+!FohxzUX{TDwGh+4Mi4ImnoBqyL@}`Fp`b2PUUzn6<
ztA#in1&PJkRyBB3&3(jwbqiyY8$I1vZanN`JGJ(n4%_9!G|24@yh~2xyM_7UN&LO6
znf+5I@Qd7j@BSCegvH4Z!$0I0!rZAWX?rgo<YE|DHF1rAiC#Hnk@4(&MwEt4BF-cN
zUML?DpLUr7vfVov;g%GNjzJrnU@gS&fsE$$t${DZL@g%dW;|Pv@5msDjA*mef2ta(
z)O`N6@@S4jO;3e_xOteO8$EHRo%jcK@Kq+{e7UtW`TYD{)`|g|rqe@;iGH90o_j#@
zdOP<j(ky$~>11Z|nK^p^vsp3U$`4%=W;W5kLyeMO1+Q`P$w;UdM!&p!kF&*wD;bse
zbKfrc2aDP<#S!dETY^eWWnO4tISitF1QXgqFgjC5+|3o|H<FLgXoEs#V1oX<luaEU
z1s?mAWAdgbL}Iyx%QCb&o)KGsbxy~fq3L!0RP#5<!Gg+P8I3uUfj=YbR5Al1-h^J1
zp&M>mA#G2DnlN=cFeCOuP}_Znm_IJT8ar^4Mj8^9Q8_SHQ)q7?yfJUsP8CcY?H>k9
z(3td)CS+eB`VX4bsuAAK)D$~!Ni!`?dYdF^C(t*gC$tHJ7q2(#vA%1S0`#%Ggo_6@
zpx0*i3F=Let*O_SgYBHfnA<_~LW#S<2&eViR)=XQ0v#F^HEl@NUPwvg%+bqROu|KF
z)x^K9iG5R(_{KLb+gHcbU0Sq`PwbPys|JZus>;&S%|`mn07C<JLrZT>bAO@YSrD2L
z`EUQ@V0y;o09U&|BLAc;e!4YSj(C48T7Go*x9#1zK&LjBrxV`l>vs103&r1~S7Ks^
z?DL1N6_(KG8ZEL5Og+hws?6uF=A1J9a<c%fnf<0fOZrxON5oP-#S8yrqt&aW2ULdC
zDs~Oc?qVcyx+9nsIDA7GSRF}_4%k-MC`QeXn%lJ1{j+!`HyMe{Ffj`2zJ<K-DHJUJ
zn9slyh=$LoU+{_|leHy<I^UveXZj?>Qq^_>BB4z}x7RM%xDAu0n;J<#Ws<cjguVkI
zk4Hj-!OQ*;e#=3*R;^vQ?=LY@gwS@f1Jea)p$(jPnRQMtO)Ob3nxG2pqNxZ)H6Vla
zc8-9mhX$%go=Z<1g0%*W*w8o*2KXQZD7K?S;`o!rc&<?TDr4Ehn^0!$=qsG=ENT#A
zBpGKEYgqeTcRK;K%qz@Eyi|7(2*9Cve(mC<0AlnbZ5veO5l1V3yurQpq7vI`>Fqj2
zs*@*BTYJj65GP7-msO9#W`Yi+A(I|7S<>K5z-O7w@hpPZlN|KUPX=|Qvmm+|Q}tZ?
zv&#1YWM>^0yef*ko;7Khnz4st+Oyz`%QbC#Nx4dG`%3K>mD)p<y#Wt1Rtm3P<-MBD
zcTi>V!Rdy{sJy|jPsQ8cQo#d%UIbJ<^~Gr)Sbs|}yx~+RY0$^R`$n24?)zL{gjzO>
z`h)qaog;PEW!JCq^+E-4{W_y74_&}ze*cJa4+G!`dzc=~cOoT`zGg9U<&0E&!n1hR
zXLhMjOeA=)EO_@tb`5E=23JV5d6{dTefb&Pj&=6r#mxh_L%;wj(Hn7T#KkNd_Ova2
zV;7D%swd2j&SJ<rV-|IlPPk+p&RAr&gNXoRaQwUan{J3U?n#SV?Eqi<?A7tvpwb}B
zVxseQv_w#6PxdYEh@*Bh%S*oIr27v7e%xw$_VH_CN88Z`F~+Z%`5Hp)U)aJzTbz}G
z1u1M%;%scq3V@-g4P!yh9T?$%F@hK$KU{)#U+(fRfO!HB%MQZXi~NO3P6!SRzrhW3
ziQhq+oM8Q3gC1&(4B;|jjz`AWoczr!_{IrWNqYco41Fmf122xo%7=csga(Glet<P=
zfkIT_ROie%N1NN6Mk!b%^(<0)9(|4VmnKyOfXoC4B!#$A^GAi~XkcOY#z7yIvlH6d
z^jf6~8|6;ZE=Z{i`grEYA)z76Q4%pZ;ez~moaYqr#d!uO&?JCm0PwUk#j%f#g2&=g
zE~J%O5IqjA2pvOMk0C>gDn=IRj{A2#4D{ISM=)wRMA)f#%maQ(@Rz7)uU;SO%znh3
zcmH(YW6*MWsEvr7DGe(K!C!#1Je0VvRRBw!>9ec7ez{bujwW@377Ex#;=%4Y<|nWi
z_G$17MA7m6S=~f>-J7RP*cu9Y!*xI&tUVyt$u&s(U#*I_)A}wjj-!V{Chd09<l1q2
z-5mv|>|m&o&`7Bw(J#<n5NmbYXG+tKry1kI`c{DBN50upzK5i8pT|DyE!Tfgl)DFB
zsHc;=6_aS{>TT_QMvtjoXlllYvxcDb{s^%h@*>jmRqH`I>@gU!bYqYdWnct+<AMA(
z?~z{lvbJ8eF#9BD>i4RG7U;A1ixU?f{Brs5epqYoQ#meY6kJ9Sb1VmX0FmD9>9cK9
z*=FsGmJ(ML5|h4Fv+x#GCR*EX_ND)~-=S%juCDi2@hVaT1N%>us~_E#>g{dG-Y=Ms
zy(juk-w$_ZH|(!&ynXM+C$z!yJu4=*mW5^eOl}!5XOFq7H{A-`_qzM2D9Ddje_Jb*
zFsgR!b@#hNd`vdqcU(I9%qDK$(ysgQgXxM+Qn5zW+e;!vYP*jHGCOg`LRkYbh2FDN
z@g&L@Q}-i&mbW_GnUO3)a=fBR?2d@EYqfms-lSD)BDj`9ee<o-V*|j$5|NmC_*x8r
zW4{#L6?HX+$_Ry-8|8jnDF?K1JDTvSA0dqG#cJPf>NE0_Faf?Z!^7#N7YS=Bq4m7&
zOo+QtSQY5u?8dKI9rG0tk%-TXW{xzJE0gO1pHF)RZb(*61TFS(-1rv=TI3CzDRBJv
zNv~UFtBu3e6;c0vGiw@8yeIo`C{cx^>i-=H#5Sc@Z&|-BGOLcca4)c$t3X)C3?A9n
z(NBf44^5O&t-sk*i@=i~;_oUap@A~#ipEjo+kSDd7$(AQL+D#TV~P43OnwBzKdKN8
z@P){0?cCxy5S0&$cfs^e7Sl|isi$X!v|_pk;Iy99&$K$ifb{Vu30XL2I5Q)_3P`<G
z*rZ*tT2DpYEXYhg5oScLtkaUj+Kic=R%W%$zyV^{GvnH*2LfP{Z#33+!UR}<eY%I3
zw^V+&lvo7OTa2`H@6dS$H;^*zr37%-sZ81dvIR8EvcDR^m5xR3kbi=iDPh00$rH%T
zGtX3|W>9L^JZ3APPS?_L^d@D7QmS{O?*4WSCBhzGrIpdX*P<8a|5)X*!~*L1&Xs#w
z4?HcxWE$yV%5bA2G9=e0X=(bu9OB_2K2hPk?BY}g%2nieGD66iYJdh;j1vCNZ4EAd
zFjO#=Iy0WIt_$XujBo{d2=Y4g9TFL}E$~^>$wgN(-1^$=NL!A)amx;Tm7sunb*>AH
zjQPzOSyQ0<@~!U60+fI@4B}BG>_tsb1+kikf?h~`QQwXGsW;6te2YbKrKQ%5jYx*5
zJV`Rn6;4O4PSBjPrTBjT1F-ACrRds9;j=rRi-jHxnbbS4odORpMLg=lm1t$ww>VZO
zoK4&cZshmr1yLM&9_%1<xT1n6+}5v_?;?swGnj-8LdPC-f?yqqI%o>GwD1N%<PWWp
zoy*@6nG3C<o&Q)K(&KBrPsW63rXBzeAswL&mrDfp4OcPn+GA`#^fkr>1nkSoiUs-x
zEsvG_Yy9GQu=*p`%2HvsV`cfLSWi%$_s(2p7sf2}c&q2r;bH=DWqyW~IY}x@t)H62
z5NG{J42tU}8P2atH2%eU6;_Hw3cn99NX290oEh7SkAl^;d>cM+n+<Z!$ii<(H*{0`
znBG;pV`FNqljK&{^y*vWYjA%?S``c+W^MKk#V`0>q4*jnPR2FT#k%H9yDj<bWFVFM
zS5gEVa5&AmRe#;LxqL?%sgBgYub{(>YV8e&=WIO7NC>@P^LCd$981o~dFf${`s+*2
zg&8>$(3-;CjJuM#e7C#tO{vBlKYF6YKefeuK&q<gJyOdN9n@uCdNcpi=;->Tpb3V+
z@!7AR+x?ZE&2F>CeT}loYnPx8j`H0@fNhslFl{`>aP{XPJ|g5+6c$kw)DIJn#;%8P
zc1wzkjIk|da9mF6pzE7?wz%8+{hhvc^z7sGG>*qEZW@Gg^{<k$``Ejk-VX+r6N)P*
zp8V_Yo_;oZ5cA)D#Hr@*uFCy0rx?)(T7?GV?~$&Wj6T=k{+Ggos6z438TUMQ;k#9u
z0;8$I6J@C=jp!C4=ZxCJU+>xWmm%|@^k(y3VcoWR-(R)w>u_sf&5Oo<^ZgaQv#~i5
zlElC<Dxf~tBj?Zrb~=e~o(GO*_k#ms3atw&aC2)Z((oomUS@l{$8xaLePzp`FfrI?
zapYfY7X}ls6T4g3XrXkrzcMQeBvw~0*o-&qo!0*$o_;eYAq3G`5nxy_`RO?FW)%**
zE9OqwE*RHL2H6G=S1`_g`S8_G5}iO)$EFEO4rI1Qobtb?8-Fwl8*k!v%<Ip^44@%D
zN)pE$FOSdYf_Bas=z;uiG%Wy^g3lS&l4?ohr;!sV-OURJ*zhGBC<aL3bI!pgx1;Z~
z{?{a@;y_@z-H9W&N)H7WseeTz8`?t*ZG$+lEm!CEy~}#Z@VNSP^?RfS&0kMRLE%oe
zuQDP6`s@tsLYJZedUXp99De^c7v}!WEd1Epv-dmtB6&8RMs$rMlf58(Hm)CNa}?2w
z!ICIa({cDItuH%>sLv`<H(2O2SN5;Ec-NvIetI5-C6Xtb@UP~>q3Qn5#*Wt_twsnG
z0?_hC-XQ7V>$<iN{p^X;k@p{DrOF+|oKg5c-IQqO{Dbm6uGvJnQ*mgw*mMk&th>zC
z8U<M289L;DfGD#BPhXmndOs>~lCT-J-hET?XR<eO9&vT~nEi}mfHYmjGbqo6G_s}%
zeDz>FeE0E}6Fc&=TSLdL^+ddH9aFu-3%RDV{DMDk%DyjaSY%oF_R^Wm?r`mO#*1oZ
zw=B4!z77ys`n_mU6JWuZgp*stXWgT|;s!U9qA6_p0?OZ)DXsbVV=CwRydKruh`(q-
ze&M8oPH0bkT67fGgM4LzH0SU<?)Pc+!L4ofsAAOHJy3FgBaBP^l(kIsd;T<VzI0ZS
zYaCt;Uj74-D23Tiz`uRDoE{*_waHt*#oRQX@Rnfdy+0TIM7QW_wuV#C-|=m&TmOFF
z7|Z^?>0eQ_x}CC7zo6(_?7um<H(9z`Kh*D=|LM>Sw0?&-emou%^Kmf;PK{BY(#i#`
z+jHLz>i+w950>$R_exCU>P}rrrJ0a$^|faeDvy;DB)GXJ9ixY@@DwxBw<64xGt*h}
z=ewC)oFJN)P)?wq3%rbE1hfI@668u4z=_Je%<uE`p0n9pqSHoS0_%Co_LE~4R!n<D
z+bcg0de9Cy;$+;Sa8UG1g5ACW``HBgmm&!JA8n>sc4T<@kAfp$2rt?tkK_nfF1yn<
zYETSmrNg+}nkE&c!Hu>2?1X{6kv`c&hx{KlvLm7EuJtDdE>7Vd4pXQfT1WnI`w^$c
zw?$w(Q0_(467XdURB%EL3p}csk=8)jn#KkhL(9d;%_Mb&qKk(<EEH{<e2H2mMKl%5
zeSYK)kBCyvzh2bsX>0#wyP^U5G&uAFTHo?*)MRm-z`c$a+~+g(qSg3s@lNTysRbP$
zoNHEYN*dHSTt?!%ukSCsURGxP&%Dy-`NK`Y9}^Ffo63r}u-XHh<}_-TmC+B)N)l@B
zy>To{U;mIbmH=;my^$_CQB9**orCTdrVYg=F(G?}0K<kF!URt25RWJyB>gKJd$>dS
z{-tF6uqK6w-HEyAevJhO`j`KgrZZ36zjwq^%^*eRuU~~G&NRnhEH@){Y7p6v*xxu!
zK7H$Sh<|ogze*Q>PxrutV^uiYN%+S7``*Px(^@{0wq|{K@^dbk`ybi^vmDH9FTYZ~
z$O0MIij58K{L$Dcq~!Fcq2)$Wn;7^8YU^@$N20nggrvEUEtX9iF(RDh=}5*=>Kl^o
z9O~C_CG1oL69*1A87?^;#^W9sr!8w@%eK{xCxk1paFd3a#+=#U!xi0w-VV&St3-wR
z;Iz-Yk=pWXa5`m0$>$F}6h3SchT>gaCwx|_e{(B}WO#&XTlVN-R2a?B9Mh^(sZSC+
zX70N4a2>EqAhsB0SBCzmlHU2hEgW1nUOQ_`ces+E80>zXWZNq<1bH*nr!&0|%f`(B
zBtSI71`VhC42AwF*;>n0TMKSDw3<hgvuM{Pgv&q_4av1SP~kL3EA0RC7-oPgu(T;F
z3;Qi`hU3clkk*|1kQskU5BSd~%7&6IT(-linw^F>V`t;I;M~e}aNS-iAZ-C_najNV
z@FA)H^$mH#t$Eqi_4OW{-?|<E2zvR|aC+I9go;@D`c(S*F#4N)AfqlBBiS0oVXKCa
zn5Uq9ib;>)T=jZ&P!|@O<WqmQ&i!-!T{0E#y4bPHdBz3hqpBlIoQ^qRoKS6a6!SUo
z<xEu|JrunCi$nZ`xf0VtXPC37h%LQ+m|DuhTFT||P$^gZH&^mUHDoU`FxMerJBY?l
zv{S6l+@yZr-oSJ1?j`%5+))S$!NMCFjx8rG#M}~I$&QU>EUdFHuQP3|GcCr$!C|$w
z8A0odsn4Nj-QXuTB1}vW#%qphxe3_aXT2u;gpiLAdyYGlpI+mz0h}@~5zv^U(*uOh
z86sojQ?BoXOL?fzYKwzi<{8Bm(Ks1bB(RL{(+}Qub8(&N3PsYLYJOAn94wVd!G4(1
zhMhWa0AI(**-o>e_?ps8g%gQli%f9K==V*R2g$UjZ!qmA4~Y&8SLRnVml#6J&9BZ=
z&^IIA;;=W**4(aqf>qGG;zjNiu5Z2Lms5^{@8OmAjs;lpGYj#v7d1_9w-8%WXV$-g
zZ9kS9XtB?%kJO8B)<*78QZXMHX+Ff%?npgwQ0^?P`^7L3FO)y#y17pJHs9@Rm>+@)
zmbr0sF!|UmLH6r)(_J&)(I1Z^#0DJ{O>F#qoL3}||2lZ4WdATG@fhyg7OX62?U%g%
zR%ZWbvU{-M_4|m0)up#5)mlR(_xa201gySm`Ex36-_RudcKVcfb>7$Dt?ZMOtMc2@
zZ;pyBJ*DsY456EB;~F!WD<8!vWeYy&*VI|P<|UAl>c8yqbuZ1*Uybj^+ZStp?i@I_
zGklw6|2FGU?e|;{`H0FGS)m*sc<1U(yG<1B-T(R_Hb(LJ_gU4*RC3}nr0s;$ugCff
z7GJGix&7fSZb_M2d~n_0-q6$bjYO#gr@wO?kCk9gX#Tpz%VhSfOB{JrR0d%<I4wZK
z8j3&9%{2vdJGdq_O{Ctg7?-j#k1`ipn9auk%0nH2Mhcf+0^Tuxa?q-w7rep6goHOT
z&W9PZeq>T#Rl9D+7LOzVPnX>zj+hwD&PmJ?)I(mmAq$SN{F&HB4yVtbQ#Vv5;(3q?
z_XTy+zenDo<+o+Tk3>-rIkow@ga9xH>4H?dA|8$&p}6uSS+x3M16mI{#AvgLI!eQi
zFha3#Mp3gXPuW-llw~o~JFwDw?QOk?K%-M^IBNi&&kETlR$;HQh4?aHdxwMGWCuSD
zS{G3}`QLJmSq573SZ9V!)zIH_Au5**3!@{c;YC4YB<$OvB3BK4nWanQ3S<Ex^sM*9
zA*xIdN)kTmCX{F<L<~CHUaj_+W(!fQx}4JeR<Ie<d~j>F<gXm4KnSp|t4(K$vrx#)
zHdAAx`iva$di!Z9r^03_SUYQo^3T?8nPzw#`;AVIv{>>d$jbuxm(hXV`O7DtXwUo}
ze((EWqz9;PSQ<6*tO$KLb*pDiw`ci?r(?;!do<VwZy^?*<BEE+O4XQ<lJ}ta?rM5?
z1<<d<j9~ha5NccUckcA6QI!`X01+u`DHJ;=uJPyZ4>7kAwFQJ?wQRtu+o3d;)Hdh0
zMrp&*?^%8<kXblDh#mfS>#rs2s-IKWXA_^?W0vQ*kUl_gog9HxiucRW%0=I{rX{V;
z4B#*lbPEXaV@Tpx^g~NFKSWiVaCc<TX6DGD5EmII$eI^eXWrP^9{n#{l$|u&x@O|M
zJ7uA?J29mG9n%jkP0)dJ9=kPHr<<!V&Uc+qWAZcD>*;ohCXH3;8=~zK4uC!SQJI~E
zIi^BJMZ8An=za~LzK10cMjCM$<GUyA-I8ZxuAikXK9ne!Sb7(uR~-wSaOtjG>e@$<
z__rgI;Y+1*_Z{MD@9{b^dN?1iY3Qg42vvzI@bis`DK?Kms9S$Bd<W^lw<i(?Hp^XF
z`-gWfZfRT$9YrennT2O_4l;8;R|yG)(^RO1n{uoEzF!LuZ432az04-V^QP^y=Lj>K
z5JH?H=|afGR+nggbFRMR+3xlmYH#z{7;O^NlDKCaVxNw3xxP$F6|gSc<@%WE?qyUI
z&7RUpt#c94A92JB^M4OfNFlINqiUd=BHNaU^mn)XdzhsN5cQd_>dRp#C_U>AhuFVe
zBBOt_DIOz&X{ENfnz^qb3m)Wrh8Y&=`iJ9~Z}KOy81vY^=$2c!PDq!ti50Aqy?6c5
z&{|Kwwq4<dSOwer?i&Mofd%=GzLZgI!XJk%*!r%!I4=*ZjDJ-x_@vcqot|gH^1CGY
zknaa9)n4_{Xq1M0!OIOjO}@cjU$2Y?e<b86owy6`Ai8>}B$s1S?-w5{^r|EiE#A+l
zL@XO<cgA;)ca6nlO@IfY+AU7zY_~LlH1g--(aalFicJm<KbDuU)2VlGXf*0zk7%pA
zS$5E7a$8AG0u&iUr^!*Msl#t;ExNfbHpHdE!o;9D@!jRw=%0PP!JiaJOjTG5%ah*y
z>Zyswovto7!Y06rPD%Q@yOMqy%JvgzmH-ZI<}`z)sp-qX&0iQSP5TPU4U5DdwGG+F
zU^CCyX<Ks&to69Xb%H^}GfIHfO6(VLX6auc9|o*i%+N|1ibuz5En+$xgcLobAJv@r
z9mw^t?<ght&sWvDA`KZ(tvjq&g10%Vusv(X?iU!MoE-7Z>c}piuN3M?L(rbSPDk+r
zR1@Z!-kyOf7Y0+u5ZpyN?qA9{eP%hXxYh1=IMkA``=D1+WGJ9S^CZ?Qqf+=?=kqwb
z7fPbWob*5Z6fAj!B%ZSd&-~k5zIfCUIfH*@6@qiWP2}u<bGaG2?I3=ZriHrD_Tx<^
z4sV$!si>&fpumdNqSwckb*-u7Q^uLSF8V_gN=6|;>(gR>hg{Pl>?31qG#0sF?MLjW
z1IvYtrDlG44(+dEInJ|N%$HQ;8s7TKU8x_~Ha=ZXbYB}H%B^vikshDI{LY$))>5B3
zCZvPipQL3~AV2%sC4OE|8njWwpobKrQR4rV2jwpxTImP@9N*V1d5ds@sN3M1+LjE*
zqu1@2JRjTe;OWvV#T|#VMy9}OAIv;mdHaE#yd~3q{b%B6`Pgh=FI|&spKn+rru}>8
zt81c;0g{?cCDrDi6iFj_{YT`+Kns#B?S7J6iDRH%EvI-rc~<`|%iZMkwX8DzV4qDS
z`-GpY++?Bl6f%Xjj}BkAR`+$PJqW!OmUt}a1KHb3Ks8o;Yr~7(m=ZeSRG60x%YMA4
zZ&j<(jJTuZmr?pOqclG)nk>9_<G(K(&R;gNgSo|bZ@CZmCaq=U-jL<qb@PaErP0{b
z5Xz1!2{ITxsw&+dtxEX!;myy7k8!*#@b&|~n9ox}qrrtAR(<RbKdx+KR8PpR)R#&7
zJa{}A{N>45$3b6p!T}BY$A5n_bZewD9Y5aqYt+~jyqfSgv}Gl8ooTt(z99YMdwa_C
z(6zU5dvf{rOSPGV_FL6HqB*{!jKm2L0Dbn0N@N^3L%2)euW5v<h2oHxz}*T$LK~-^
zqXJcwM+DL3=M_X77dF%AP<mEqa8%+vH-uar`5fRTI0faQq4KCCchf{vl*raQWE@I`
z9HXFT_jxDsj_K_P1iewt0Xd~i-koT<lSoGyzVzOBd<ZUTd=LYMh*e=FJQXASMq^-x
z-Y!gA@4-5PaeuDgM<m}0OGrUTf!+lg$q!+43>W_ptIq?aBnPPc%lF}*C?}g#yKljH
zxWKtSCd%>tg%~NxTPf^9z0s+Qop(LwuH~Qs5U}I!b#a<}mDD@*@Oxj$W6*=zPFQr+
z0TlAkW^V!H(BAShFhpfW?=&dBI6f`DjxQRMrwS9l@=ckwAA+Y+TlkhxY&cf@ujWsW
z@4f5|2t>cKKOWxxWzs(_^wZ!}EiKd*34ZCr#G^#vMPWIf9!2}J=ok2xvEJbFbRb){
zFWZ&^C{%CJ{T1s5R{uIC*PRt7N+y5>Dd^wli^ATty*2SYpX0P;H`86lE1PDTOU+n=
zJ>J%M)_q;`n;0J5$vbWhjp!kGJ<Ieej`O-c?8UWv=}#4#Qv=f0luG=A!O={y?_X)L
z!Cg=b1WcF%gr$@0*Z!BNK@yhq1~>BJHqpF>_;aysaxZ(CfRiARL2cUzWTX(p-7=Ey
zUdYeMuoGC@HQmCbCrI35B6)A92QgAd(c~)oheEpFZnLQ2roYGZH40VoIjEcoZqKLJ
zGPFB$%jRJp#{b>T$ud<@A`G3vs4>X5Em>GODp>v-T*#BcvVsSJtR(jqZc3Hsk|P>d
z6&{$v`NlxnCI&Pm=_}|$E0C*WoN&5Nv(W^KyJ#?|y%LG{nw0FY?|WK+?VA<$U*gO_
z!t3Z;J7Nm6I9@B4^#rUe(&N!#>0AoYj=E3tdi))SBVA*_Jm-lT@*Q$zPD>5_P#jNo
z9$z$k8uvcamRI{a6BJCK!dvlJ@k`?PsHr)QrmL+{*?^A|#Z3j3^vS$@vor3peP^8b
zf6rd~P=|7^{@3k4!5JP(2IpM&eC6_A)XlV68H9dpVL25&T%w;+c~H3@8k!cW|0x0x
zE%P)c@<OnTZqdTymy#3DR1>ZmVZ-ffBg`gLdR;l4TsbdnA<UaGQ28U6EQv=pkJKWT
zHN(=i6>opiiB$;9R}5UpYK+4A9Y=i)47ZHJZZ&-UGC9fS=Jq*J_D9#vUtKpL@bJRh
z<uLC4F#3=%n58&Y>1b9D+WJ_MG)+wV7gW*lo4q59&hG-0!&;WTy_ca5?Jn-woYK<R
zNj?*aJA$QAd6MMT`pd^a3t(&;<}iE;`*RU-P>pbeb|xY?GN;>5-n>KT#ZsR-Y^<U(
zeLgGf-EAm|9QjuH31{8<DhZdPlwdbzzxQt&0VD}6nCa8cpMZW1A6*~AAr_2YqJN5g
zDty`3f*5l8U#^NzkiuolEG;*&g0feU*(^seF%lL<awlPR?%a{$6TGZcRiah&>Fpk~
z!={@sX5x?M)4<cY(-SKNg}sycY28FxqBri){HFO7YjM!m!nL7<)>l_5t%@WtHPQ=T
zAiZ8UinGC$rrW47GdEB~b^lhuNiXfbd6M_Ox$*v0<DpgK1?T@G>AK^o{{BDL<z6HA
z+S|QWvO*DM+-nsjJ5;hFJ|&So@4e==S6O9dC8e@c_DV7vLN?iZT)FQ3oxZ=nJa`xn
zoO|A{*K__TvKrx%FO_V1l1nO7o(Z@{_F5cuF;q0>UpO=?uG^m#xHY8wdW%U{@<X<0
z!~Ntt*VF72J8cZ(Y%k~!l<0GtNtBuwd%b-B%i`Cz#jkgqzu0p2k}a8lApJcQ-eFYZ
zZzCaW9&_c!AiW5m<+bS41)c0nkvkK~nhvTGp3ocEGna?Z@kNSaeQh-K1)^MlN<DM;
z-YF+ea=4xf(BcaJMKSb!u;nE<7;fmB*0`qer*f31IewXS*7Ml2X&V5kDWcjn1zMk5
zX?wA_VN68i=}1B_dYf(;)h3$S76XQPK#p3nN1%}@{{q2VW?zm5-{9mAr8RKWA(<eV
zt`}T=qyII-HR4<ZszdRTrz{f^g#Gt?3yw!!H~@gHS;V$f7*x=jfDe1i2G@|!-a-WC
z%F^pG87vr>1vrXEgyq9Kfc8V26Ioyapxew#Xmaw|r-RV8`_EFereV5LTh6T*Bygv4
zLivPm8O(WIR|UFkS=`%0MDRSSD9msSlPnV^+lxVy-@Xe*H%H(j;HmP_aOQbH!ZODa
zupRJga}r!kXMBkd2c>SES~*a<9({A%;fEHz?zQrAkiew0t-QjUjJRR2bH5C4(hUS`
z&ZpiZhxR`!Vufy*v5zGftY3DHHf5CYcyB5&p07nqPg|vs&tG^-kM;}qQsiLAg;x5s
zyY{~d6CVAPZ1awPqvVrx^X?V&UKzdUd3tGd7l^<L!{J4Vro721Zv<-ZN6Ti5#Bp2F
z0MBB|!^|G#jjnKo1MbX2E^F{1W>Z&96Ss@?-yioRV!;xlxCZ8Uq!v?Qwm8zu=V<p7
zeW^fPKD}d8lfAIfj|BkPNyER<({ek$YnpZoX>Ewo=8g6&D0ZrOy=Er4gZLS=;=Zpu
zvHa*G420b9XtG=wTBDt(o96>{@|dyhSyF9=pU<b-MgUdPtmFTQyH#WKbeqF*svqVs
zN$Wr$I>_20Jej9PqDU$2LdbM1ZKUrppPDZ<9cCnR90TC~w|Vp=M&oFvZ76BrIxY&V
zM!+a%#S<C=fD3n!^oK>8gzDU5jB+F|cCoYckT%8|9u<&hhTE)o27((dP&<1kczBFL
znu1q$i+>ID=U{>1c<<Qj%9O^%qgQj$l-*H6-p2Sg*<;}ML%E;NRxKa&@?2#~{8NIe
zE!t3a1@K+jB?o=JpOwV*>+#EgGKzaz+pCx0Xq%I4-g)=w`*vorFko&xAAV9n&|IXc
zRKg*`Q5@QTqp|<0AONt-gei*pTM|X$HxYxfbi%76V7J9uz_6_gAR^?u%X+s)Q||dj
z@THr|GOIA%LZ6F-BqIXO{g?YZQQVl7?M07nz&VFpPSKvUt(hdJH<{1m=A9Tv`9Ah|
zyVpPExVI3IZLJmMfeRrfUFb0vYOy$KkUVlXC8?Ke{YssmOP^mY+4GT{n`6BVIy6XH
z>)m(?7`U%)cEceB1XG?+ma-7^q78N?oa;+;aH#*g%sawgD-DvB$_sBRZRbeE(A_&_
zk{8~&tT5_au72$Qur>JFuZD-pGACcHE~{0pkNQ6Rb09O9!^4oxU2B!&Dw{1kFp>6X
zH033qfq6VHdlw7i+{<k>^I6~JyOQ3DLEehT-iok2MVPrGYjKwmzhf)LFl)9{t_<RM
zRwbao#P3bVTQi3yvu6RX7*93(H^F*Q{F9SI2b+LI3V2J+X%F8-@rB|ZFP*gOYzpxQ
zBWl++aV~bK>|ojxU=bldMv-8u1Ea7jel%Pp*L$1Yl8E5PD_fFYX?cC9lli@G-7Y1V
zo2tMayIlFRpYnGla?_K(gQ^~|i_814-)#JXTvvs&79-PLM^pU0)|2vqH;%GB#w3c&
z$Ouh>IRHTZP{xI_+D3i^eB%|bA+u{NdzfU3gTqSP`Ds)lnyP@~J&HDu22xIXDxOY;
zs3Qm{DJjw^fA}a+E|R8~-XKbRLujC3TZryf%-WIty~AVRA^T@Kzq45=3I?luIOLxc
z3Cac9N#?BZz*RvSklI41Q5LpFZy!h7jnPpGVC43Obr56ul;dgVr^sKY_)2CuU+ZOM
z%4T#jk_K^HT-?IKg8b}A-le%efBtPo-8qcgKJ6!n4UiB;U`e7m9g7-i&-lD|4|p`R
z)iZ^Kg>7?%@z+$g5M^703kY%l7H@*AhX+;CPui84olRe>UKDwIutJG63}krmD4UNV
z*zuv`$bEUhH!}wea<lfk@3D_<JiU0*c6`NJ>&o}fzHwIq^Y*7Vdj$IfsNIc2yIbwG
zV)Q3}{6B6@6prgfPow_+mRLuvO?f?}y!KN)YfOqh^@!*9yM*R_I7anzaCzF`k=d$n
z{)lp8y>t=Uh7^6Qsb}<a&BOS|?^C4@#<$)tg^}vwgRkj-`t*DLrEhR9A3(j_euxVy
z6&#SML@wmF$({YiCeY#hSLcENDihxrO>DDk#^DFZwg*ZrLudULE44pP=a(*D5<IM?
z_aq8vE((PH5TIRF2|xFU-sLw0!j|h7cgH`vZa=q-9J91i%D$3ksiKiK{I}xWI^VVK
z5k4W~dp_#9<DPYI=X^c?tf%%rbI$oGbE)!%kIl>FdW)Y;KSrCzCVUHuonO`jyeoEi
z)8Je3az$TfxoNC$d*vgcckSWA^4H=B9H1Yw__qJM*TDK0wWl3vnVj5Lbp$(uBgS!R
z&E7nNM|niVq-a0G5jnM~bf&a~%l6>z`vzxO!V$Z7<$;`nqbq8VB62niMj{*_5}{#&
z{#wVdn+mtNop@CF`bx-vxdRr)%T)?xxv*FjG?}Jgi|!0@pCS^rghMad<<IaWQV2pE
zY<#QVj<C;zk!1TTXz+-&pz3fYmEi~fWtkVDm*8+Vk#Bc_PZX@{u4fryX~I+^^x-cQ
zhs7O5t+j}K>?wL6!#0d~<K7%{`Egkko_KzKwvX4-GG0~9@(G6w!@pee`vjugHKVd`
zsnEg;dN*NDW3Xt$Y)b(GHe3M^K~?$O#J2dM*}m=6wH)U%2tdQuD$ibm|GVn>uO=y_
zUsujRJ$RYv{`&cUuZpBWgbIW+A_4on6B_1Du-4W?Ugu#zMp*N?5h`XYPSqy!x!!CS
zDWiJ}I~Vfxfhx~2P`JW7ikoWVLWCZC8n<d}wEPg5Ub~;OE~q-9>0RzKue&>HG4e*|
zRM6oM)aXsMixxiB0+)TC<d#Wk-Y`?m%V^Hb^*bwZ9BkGV(BNZW--LAjfON27yimcA
zzY{If)b$ETRef0_z#iEO-<kP=A=8~0uTY(wIf}PR$?P+;Kd2)gH@SD3%g@gQwftG3
zJ)yJEFv($<?|qSh!K!s!nj+y34~&B^{OQ)$aQe{Y@ZvnV=Aoan$PWX_mB<Oi-+K=!
zebbUZgh600!BBYmGHQi>K5s`ddILwQ`U~TkZcWrtRl?9jU~2(?9XHt(hefY(LcfZX
zJ+<IXo&h<K`da=4vgS8;u6kze+Dhs62RP6>{6Sr~Pw)^yl_~Nm1--pJlyiWEh5?t(
zTb3dqyCht>=W29O8xGRqErh@js0vDZ%CK5}fB@<MCU!a|B=H4{1(d)QahEwljF1V~
zpCTMlk3wKO@Aea-*n+-=PR1?yynshEI;rVQeCDhRBHq%7{0bz<Ol|$Z<Tca(%5%=L
z!BeIV9BWhO+i+@&H0ZaKOR0y5sz0m1!)xjzGbgm;-CJL}YyFke8j~Yr%UMvtb~q1b
zVK|L6Gz9xRF^U`h0XPX^0L&%R-K3onnps#vWyZtyz?FAM;~I@W;@L>LL=8JY^yl5D
zM&s(6y+(Vq!9p?W|EKSsOL)lj!9RG->-SJRY6|PybgtZvk79mDUw^KN+0ikcUA1fO
z{_nT#>5mV3W@rm@&M$GelnL>yzdCXVg4`K_AAhRIgyvtOzePXIb-W03{5fbBkHZEM
zJ_hN^ME*99(0r-`0RFr|tpS=7|DkXnqEH0h^MeAMj-E%WMVCd1vwgfB)@AD-bQBas
zPYO7K9W&@MK(}?;XZ<HQ8;a03hn_eHp8fL7?WMZPVBo{<gVKY8CU1}F{qRp1jltam
zki^&SQ@Q`-(+^Y9Rr7;u%IQ2;&2eV=0m554C6Hc0TO+HF_ilXr?|Puxog?#CJ1&;r
z2V~3hvTi(jmNuy%V_PNu(J==1ng6g*d4vAinsJ}vKz3oCQJRKB^5k{4sbR*-2T&_z
z@)zXm>G!tY7xf-@qCY)9ZFjym-Ap1ba7a6L$vc);8hy{aNOEuZznr}?%X2TE3VtIV
zO2qlS(rdIR6uLT7Z>E|pE@;4hN~TjsdO4Y2^OeB)vIK!|T{>(X3Rt*C7!tTAIU^Wl
z;1MXI>*cSBK(*aX(HhArcmFOWpd3@vThC-eOA8~NqZeeB9OmUKK`;+TK+D6(Pg@D)
zgZ4M9%g)KNXoF%LXI*v@Ea+ci*%LNd3By)wOk0(LYOg*R<RLS_1#|vf1P+PECDR3g
zv|0O0Q5ppN4v1((zL@FO){&CN0ao4+U!<KJ20G;jsn~&Lz)D<t6Hm;Qi7fJvK&p|k
zMy-I{;X>X^;Vl;^o8e*QLav_B2@|vqFr(yf-MzO^$QGRv2IOy_*6bDsCr?m`sttvP
zJ&0TuSAfvrK>>!f7W@pHK-Q_X$>abg45wrd;;-O;fv9J&Y}~!{$&SG8+%~N0saIHW
zi_g6BI&^E0!Kf>OOoxR}Bd<#tobrb<XaQ9wO%VF$kSa?+&L#e2I!?`MKF(<r5i6vd
zc9!)9*40!C8q7te<IBvT9Z$Q<|1H^7Kkf9J8ySNsg`@W@e4eES5wO-ibju%FSso)9
z*1<Y}$MF*G!!uJHzMrBcyoE#zYVkn#wAcEyD71f32b`H;Y>}&8lf#3RBKwesmY~1^
zomKb^F-=j9)VW10f1b7SoTGy?KG21V2URRmyu6rcPmnCpq6$n0dSAZYW~6#J2PqFx
zJxZHrCb1(NMmrAm3(F1>s9ZjGiN7d)>RYelR~)}93)px=0LL;7bD?exzzV1iYg6xV
zq=i1=vOv5kPyG?$3~n^(UzHy4N4Y|yUf@(IohxfrJb#)S9xpaNFaZg-a1-RgMTD1P
zsLnLZhO)I^eBSPL4&}ZN<;&BH@YBeuyd2E-@~=6Rydh2%vp=~uuhxyAKK?u1EI6^>
zOPW3(GQQzkZS%1F&Kub*`QD4^&YDg}zjCra>XZszw`6(A&hW%DBzANoV#&x5om~_b
z$X0n3d7~@gjAQgdmG)z?u=nkB=XFj-bjTGVq3KABS6SZ0z9~Ur`$TxPE<={5VG7|t
zHo|{1v?cIN92<03{+x9|*4kD@S&!RUnP=TmPTQkdHo$Cm^P(&>(|B(}FLLX>?%+C2
zzgDVz#^M(TgA(l75>e^oI3_1;L9M2U49UgC*uwYp6|$jDr!k^wJh}ahidEsmqU2K!
zO@EP(?j)C<PJYQ~-(n^(Pb=xuYWvrIly!TUL0jE4>|>dn@EA=A>pfd&U<pGIpH8r$
zL+B48-q6?NtV)Fm?@j4Bi%v#?RHxTtq;&=^vKfnW30RZX<*s7Pa)Sy>wk+-p*|h(N
z{1Ll5e&6ai`)pG6)aWmt2ZeurY~%`X+~K)$D<f#txGv-Cx5f4WG6gcXA-k>{xa0on
ze$vf`pGBh?>Ge~Y9xX_aOhECtFX%Lk^y@$dedASo%B}LyNHrxzDdPpGv2E&jd&{B0
zG9#p}X6e`2LUO@Tp5!H5Q}f{+d&HG1n$N?2alb$b^BvhgCefK7VIZwlVQYgxi$^w(
z{iJ>gIcXllz$r5tE>sWV0V3~t7R5Vd3$bfgDHrPJd{n3MBNTVsi^GHp!NFP(xie*K
zOP!nh8JcvA3JqGFee_6_Y7aV&$l)iP@n5bfK<18Xs=&*T6g@JE8BJ(;dlY@wj-4{o
zmoi|4I`R(PscHbmvz8N(sc6r<-6_k`Y5fPRh4?VlC{WpTh*3R)Wn-tg;kUHxkFe9Q
zEd&&#{%@hK_>ouVRToh9++N4O9wv12%lO^k+~;)qaXUfpualQq*saqE3%k0q+-gcn
zvS(CB<<TwUJW+O|N3bYVZZH`9aBHYwUc<`hJ%lebtRloi4{dV<a}r+L<=I5_+<hN^
zJ+Zw|{$f*b$X42t93oU_+jX-_c-^c+j`DJ{bM(`iU*NO5n<%$Kf<I>8{>zo1j~-Iq
zUKkL%MpEHy^_d`JLBAS`WhLP?2LnD$AdrTve<z=Q7*p|rdH!y75dTjNtJQLGWGH@g
z@=xm2lVgl2>8QF99U^fUl&cc_vE%w&UBrd)<|FyvU^)_x-gdo%?1v=@`n^^|!L9v@
z?04hFn__+2#HchddIf@l?Y>f5_Xm-!hDU;8VaUn<RDumvg5^|BUaQcZb7zB!${zYU
zwdRz~28F$sEP86(^+WTutN*2jWxhLKMxuU{8ooBRzP;&OJNfy)Pfw?OU%g$w?73Q#
z`a`BzE~EFE)vIi)`_JT+l;o8!<UYKwI%2IhZmn_0&a>Wkb#kTcUHJqhw&J0)<vc3Z
z{0nn+<i*~Kc>gqsTaS{<_6x<g5ch2>Qdd9)kq8((0F3nnN9>@8XeV=um|SN1HjT2@
z=DJO^z>r`b6kZGnlRSH(!}6VqCBdu<DWI0&T`m?pE;K^XKX1Ob=N1mt`Wv0FrQ@yo
zjQG2Z`F|i+88f8!Uz#{G75ODLHo>X;^4r0_IDKxm@oHueOu0^{ChZwwZECWKwZghh
zqeem0CeW;)kv6$e-9LBeZ)wUtBwU6co54TOgTbeat*sTzhWN8^FbLL~FhOp@`Git#
zoW7b7cdjrpYpAV)*WrR5IyTkusy!2^%jEq2w}?N49Z9_W;sYN%Lhom8ZWzn~4H<g&
zU}K<)g}VsB<2-r;%Q?t}jP|65K6z@WY$d3}g?!pQ{>sP~nBE&6-tZcKbp~SEIC#fJ
zAY$mJe^ayP%Vx&+6G>bh*xg?2?h1_=F#01&1<lT<=s!n)*SvIn>y5*yVm>xv)8aMP
zU$sBR-;Gs0EN*-d5OmnkKN*=w0X4V3(r4zrzPKXbC+s#_Rl3pQ|8*X_Ftolfa$Q2Q
zJl2Sd=Xw9<+tu^AKb`Z8`>a!MW*jYY)&3`;{!n?eo}pcSYn~Zo!M4k<k=suhi-D3}
z4|%AElz`Q-xp2Q1$?LEOw|b$~jq2h@NpW8?juE`Dh9hZB-OQMJ0SjJ3ETV*8&O4+@
z@gh9Dk7+llNrAOr5kII8L%x5nYuSc<p4n_cfRm0}5xkA2%%Fq|s3QAe-BA>W&XFjT
zAiuC12w05R7X1#<dI!5L-;rJF@bx^GV<p;zC&FrlzEL))_{~77)k>;lZ-De4b+i5t
zXrz>j`h}#2wq1P2Cx2<ckOaL0B}6;B{!#Z-ulBzT?7X^5ihSN|9R|Y~@jQF&GxT6Q
zDR>^G#oH$iH$d}>6EcfR>;)agg`LFnwRroXZI-kIm_rA9xB~b;pGNLz`5oca_#=j3
zo?<6-eQisg8QzNG<N8$e{R7TcP8PT*(vY@@AX4T6%AiGhKo1B}P7t^d=%E^ryVt}`
zX=y2hay-113)u=*w#&dCo*WO4!0;1h7EAH<#}enr?7&1rp{>E9A%qh9!GGHSwhNGU
z=7bg^-alaMFX{{#fFk7~`B&_LV?Z4eo{0kvKU~x^`8klysw_sgub!U@i$Il8VAYYX
z{-eRm7IV$5S*Uz*2Ql?6mA5&gDD5?YfDVZRgrOCQR$1LG6Gw`c`<7@q&Uym|aTsU2
z5`tZ<{0!P*?Z>6A9>Z4Nsjh8?3B_PFCk&{7$r<?)y}Uk0yS=@=x4*x$yMJ)FA9X^e
z6ok^QwV+L{GqqdJclKWOE>9HP?eA^NI#~H$P&=+xhiNSR^Yp|+-Sc?7QEiI<LGY(K
zNH)0QKiWJ9c{f1{PC1ZlDF1VwYv4AAZMFDEHv|8#siYFU?OJ8VBN%hy&7<^-%RXMS
zG9@IQ>z)J8v@|<3qqlVWMou54UH<jS;`75#OHq~{%2~LJS$<Mkex~isWn8wyac7IK
zp5-r+d6~K^Rj8M<6>qCr$@6u&v+B||V~*2hnXKX1B-f7U)K1v9!cWpe5oYx=25)sl
zc(2VTo!*J&px0p<$~QZgpSmx31p!(JIv^2f&JO*nvt?R9qM0uWPYaA^DaU(kAuLbu
zdQ&bxd`kbT<x6#dUaqn<Esd=->v+;-FtcP^oBXWbx%ge1SzEYI0bymD=7vZ9B_-%l
z^p*#wI=RhAD<X{x$(C}JGyPoZYwd#V@U(w2>M}B61!qFQO~)uhURuH_BDa#H(T+V7
zSb;iULQC=x6oP0=mfS5=CiBWEsaG5#Xh5wAk)E7C)1xfNmv!bPcU#Jes+q=>LP;{6
zD6)eS%#~&@Xws`eu!y!{ok~6zhqtPUh&S}&45T_7n&FZvrhtro+tO{|CWjO~-z4qr
zX(O6)8rUc<(+)uh=|Bc2rcj7JeP$LM&`!}Jctpo#^f^;DXqIdi%@Itx;jsv<hz&bj
zi3$l@v?H#Q>6-QX<zu;@bj0?u7u_%z^7*{2uoYH;2Rp(v%HG(h{Jm)gz$<D#JN*G@
z**E%vCsq=K>||i~Qf3|8N-hW605CW0-wRQ9bNkln&9a6v<C;d@+KU;aAA){Dng|xe
zzA^7zz47=h$g~(Up^spfMt``TZL3aymnNA`kzVYJLiR&mI&$(uC^K+GwqwPHTQN)a
z7g@{|^r`mGd%}-+?yaF@0jjhbxfr6ic+$Cea{DXHgBdEwnk)N7)hzLzL%xL*Bm#d4
z=pjwhg5F=CT7<L;8aCx0qwJv!T?m)_g92JJT_ljg(;Y|eCUj1tEXR7!`dWalvxG&v
ziRB0Wf(*9PwXknT3KL9=g#N1bhYI9bNwM{5lr8UO@PFM0R=z%;J~T$7k({C6yD~UX
zIx#5zqo1D@RWC4|AQY&Oa$%slXM%hHWfW|5bD%HV2n<fs$EAolO7z{lR(Sl=G`rVY
z^d00nfHrW$)#zzOA&ZX4qm7kck1Az>;%R0zuGHZ^n7t}3Q*fl6wwLnhF3qaA9j`LH
zb>@+4=t}r6vCSM+a(`a|4)gKP*WWMXSr0XTj|4P+S~d$=`1QUm?I_DUtAy^f29lU_
z>3i8_#R?-qi_Sv{2MC+w!=#kz9=%g$p$Wv>B1Gwhs@fgVIMo??Q-^@HWE)HU3o@#4
zLSgJ&*`17EW}}=Rx1CchST-%N^d&y!O6_O;Y#)8^a-_4D=;Qj726bOyjI?n}<UCXT
zuV5o?d1*RMs1XC=^vxE1X0126Pe2I197>#iC{<hVOqYn6pqzFJbDUF{wp1my?JLKX
z1*TsO+LnoE(Kw#m*2qRSCkI07*7>Moe(ex5olmD6G~cqGZR2FKk7d!1gX=RNszlMI
zwVYRLBggA%7kp_`k?Z3b4VMr_=Wu26aixA?mgjtb)p?>^)im5}^3Am+BXh*PqWC{I
z58S?9GRgHTD&O)C`5f%k*-*Pue6X_6pZ#=$fwcGId&<ExwZ@H&<;J>7)MJ-Nn>9i?
zJki+$e&74*p7ed27nU1PwQ;)i#6>mp1t#;Q#*>ub(Q-{U)9cx3iJ6>N5@N2zGhSiY
zzQW>p<&-DD%ClyTi)0qxe`luuyDQQ4ooRJHYC`hT)x6EuAwKoX>q0`*+PdS6Xojgg
z{^PAtQulc^Oz!0N(7WxV#6%H#Pk&O#AZs*@Hp{0V`>mXl@J&J9up<yQF<E+yGFqcL
zaUX%F$la9@`ZmmSvSYx;>i5Xavw76YRhg-&4|~y#R*HoBZH#f-R@^F%hU#(HyXkKC
zco{|U@LESy<Lcj&8^8R)`2qX(>?1%o#r;KH*g=fgft{3-fM<edh5>anKY`F~3u2JD
zz}d~GL?@LT=4bJ=fP7&S$_$+iEn(44bq_Pj;DBWVnCB=O<inh_8x3RDg#Cjn1ftH#
zyFbXhUp9Kvb}%Qy)J2hV>03#M|5FRW_Bkd|v74<T1+-d(rcjElX4Byz0;rMNk6~&M
z2Z10hDLBX%{e<)2E!K+vPP(><%ePBz3{JS})=~N0;QeaPQ<W)r?a}5SCSOHX;6S8;
z2Xb)xf_k743OD7t5Zb-4{;1PIXhRy>yk5AnEIfUCZDEnNbt=UBR|0BtF{!5p2OQ8p
z>QvnJMp3@U;hI)d(08i999Y*dXY{BsN$}Ffy}E6h(T&F{Y9XP8RNCj@58)81v@*S8
zc5vu$@?rN=;bxLpnl(=AkKEGG#baQ|iT|nb(x2~<f9dZ%#ov3%Q+rjDO#012nVxEA
zc765x*S9`4Rul$Jq)J9C826Uv#=j1@YD#@lK4WlwjzcQpFh0Sr?|R+&Z1;OAQ#}ux
za;Lm&-Y!2jZ6Evbm)Uv$%hUZo4^{@gf0z6Az5n}-oU&J$<#HO<cd8rD;i^STE7iSj
zzbtMLPXOq{#oo1eXqCk2&NCxL#Haji7>`0O)A!Kyj$arW0+#LcWjHz(-gGXkGM2Lp
zG-R)wqHhs4871p-+Cqdw*<kJRZ7+yB(Mu-j=Kr#L*lc34Eoc^Z!!t1L{^ph!XNilj
z|B$!&JKiI95F#eWZ)0%8Si&>bq}W8XSQ0TTi^u;Py(tB6#4d6n^~*kqb|2#rbHoD{
z#GO`xhN?0K1kU=$g(Z-~&lAA2B&9-^Q=LCtj|BSw344_|d)g}*hn*SM)`Guh(;nc-
z_vCfrfmQ%_papG;Gz20N#st6gpJOJG;274x>wShtYYEOG9>M*xMVh1NiwK#efrb<K
z2SJx0Br~i)_n(5#9?5Vv%;Z~<_;&$3R$S#-%|q^xXbwV89Sc`Uk_i`*gDW7YT!By~
zr)g2QukZ#BkaO>A^yT=avTS-lnd^QR%#8$7BobOkaeLH$5soA_bx8nRMPF-AMTchs
zkoE9)?k>WXfzQyd5)0zcKLW=sgDzQqsJpW?)>Qra*v(}#>wwZw+nOfVK63p<+9|ce
zpPN}_8Va}0|FR3Hu5$a}uo@FvXdZb~TD8-k{dnNP`*ikm=@RM8>bufks`=Av`6I~f
z5@Vo8)jkY3r3?!G^%K*cg%H1C$l<$F4jEM0(5)^^2F~9bGP6S+qSHj+a1;Wmn!@nK
zN14ZhK4LB|tC>($@bj*bR<j++<-asGk)#8)`lG7Dx+N5_Q?-29jfg{eQaYJ>U>US|
z|FX)zbMR=YvesJfY6I69m2L)P?RW^yqx2yTmFO~0-m^=c?_H#Y+Azt`HZiW_=qGxJ
z+uZ7A&)>g`Y+(W~+b!()e-JHit>kOQ>*~<s=!+$boUz<L!TT&CL|VSjfYHuGDkI?)
z{{o^!k*-V(dT3q)fMx+p0UEin?HjHzdwK!{P@QVCS7nF$#bWC}|NRZJ5dcz2KXi&h
zo6v%+321|}m@*$Az8X4k93T=vD+D=k3*r9pmdZb*ylj*`k`dbI#LS%30%jg*^y6AI
zHF=pkedDqP7HSTHMaSf5O=wd-cG`WShez14gCBh?!%Kk@h+aDgVNG`9M=7OsgCoy2
zmpk|OX8i--efnr^YimM5ZY=Yyw6feg2g!=3DQU!TS^X2Hn;g@K41he&XDTCKS6jor
z(utse?Svt<l~zw3aH7ZQ2;N8PUD!s;Q2nhz+v=Zi02=}V)DhutH+cD4V5a=GLo&)M
zMsrv@1mb!U`mDKy0voNmy5SqnHJ+<7e)&FbE$=s`<+-ambvE<_aqtz<;nGny@Z*<o
z*l+GxbDs-T><r8f@yN~?1zOZWQ(eF@Ebth-u6Dw73U8*|;+=a#e5Je$i+#_k{3K`j
ze*J~9qxm-*JO|#*;1Troj?kk7mF9~kyJNMlE0q>Lnmq_<5MA$l{g-Fw`+$qqu1*`X
z$(ns4?)&qt4;N?Tyk?E%43hJ*OhdEN_e!L;zgI_O49|w9MvVep#5XeX#3`HX8NO#!
zPAU;TZ3llt6Kb;i<J&}y(`0s3a|y?rWxZD~XPKpDcLQe%jXW+(s=wywU)BZQ@w7|Z
zp0E9H$>a_bCDS^izZITH59NxtMuauXq%?~WRD=fv45kqha0bpoinu|Z*^koH!&e6M
zTI@s%(2I^_P^1U5+`M8MGgZNL=<u131^`V<!prdbMimCJa!DCH?Qj-F`LuxxSM+#A
zwTVo``Q-fhw@4rVOlfsN2!$3He3-?Qo<|`4nHXkJa54==t8=!@o<z^|or=_pZ)qWc
zPf=nG7pp!*h=(HeMt0@bw!>qA{2jDEppm*%9l^fl7BP^x4h5HK<y_}|)uH>fEUA6z
z>_cxA3B=T;7L11pl@8o9|CAz6ln5Q-shOSZak^n3N)6QP=pg@Val!V3#g!8(Qs$G5
zP5!B4Ym<Ds1K1x7`NNP3knp>@Btim&LO?~zfNTv95c=^ircLXrVJp(9w?`G!F#Y2M
zfE>R_$Z?%r>}<XnuUHtT9<!Dv*g9J+K?yPR^6N`)OiT0seSLMYL><3H8ALn7q%xuM
zTH@=@yYgUNo{qjsU&bhfB;I=ZQA=Q)<rIQJParppR>p(<J}MilwZxIn3aPc{Oc^Xn
zc%+~BI{X*k)qsboEb06Ac_Y|<7G85THV9)PzNwxUuBsg<Ts8jLo-#Gl_l<20b=iPw
z&->X>s9&ECB1B6P(ZQq^puQUZN_jZ?^x1`!=w8$TcAf4ChVzy^eV)>~l+wDK(z?vK
zb(ssa5g@sT_316e2(%p30G$shyzr<Nn7^AmnrH#P%f?%}$~>Tyk3JeSsn(BZK^#yD
zYP?^60@iP7UV`U~(v1tG=+?#3sN4S?ZLR4G<N!AV?p*8+*}9wgZjSuM=)n%axK9V#
zj{jz6n%&n3K{`@8#{tslYrka2nm`sfKw$F5_T!cr%l_>__QGo*!R{@H*RVg+HBkUO
z2%*&;dud+NsC!NIG-3+(nwwM)zdD04iV?I(VDBKE-sGI@*Hlg2Q9EA$-uXygKG<uS
zWgXRIn{#~MdE*sxY11vu{e|H*o<ByRwf^L}k#0?OpS|$3v`t|Qc~>k5SNo{@l^O%?
z+~|qF)p*U~81oH@-Oh&d7cGIVb)YOq-!!Qm4GJ$zn04jd38UQdo5Zx5F8%EJ!b@5C
zmwPMOy}sx@HxmhZg}>2}Bs;Iiy(PBmxdWBee}g_3jY|0%*E1Ux9@#S+;o>FsxFID#
z-LeT?j_r}++-B+|L)b8O9bY(h9z!Q&O_0Gxr)9NtTeuZjYVm<E16od)DJ|I~!dy@+
z%1w{$VL}u<ZXryRui2zmF4=>r!}LhhH#hmIWPA@-#GkG9_x>VT&!^+d^7qPGynWFX
zF5B8wM-B~PL>mY34|QQgH_aV(yow-4_E+XFGm(E7MVa;192ra1Z<z=oUYvCt^NAUZ
zJon_k(VO<a?b3saN=W|ZoiA%wBKtoSzv=p(TXOA_oYmj#%Dp-pA-6`&VNb8_1GUB=
z)Rf9r2Pp1Du+R|dFAn)QSBKP8&bYZO1e+_C<<4>4JYT##(z$q-zH3>%-P^s_u-5&w
z`T4Xrx$n*-WpSGS7h~S#4-_r&+oQm-th3|j(EIr1vg3`e*ClN(AIfco?+1E)oXhj`
zqYADFCB}!Ue%gI8*Qj|>ar^UjjB$xyXs}!N74tcO+aKFM-aBa*+a!dks<HqdM0k4-
zMo>72+QWLr0O%B2;$w{eoW`hy>{Xrb*1VlbSzFs47#K*U%nUb7*@Uz4^5AfPc2FC4
zP5^38eb$0Fd_&pTc)EG#D0)ha{PrMv^;L6o?auKlo>0Gl<>PCAnw$L(>R!cB^=6}w
z?Bu_O_=O%cdPz2G_{~16>TV|d!)Uj^ivqtheTQiop5#W^a`B38!2~nV$%C>9_KT#8
zLm(AvhGYu_%VQ3KDnsNg$~(p$*hunkq$7#`A~g)0@r+F)V>CqT-k-|E856-a&<RH*
z>-=1x)JFFIeX;MXc6GPzPsz_r^W7ThyV}pqL}M2pli1kUOeoWU-%|e+qM>d|1>EAy
zY8RgL&;eSn2;3V{(U`R5Zty=7TC`J8x2Mp5t5MY0RHFjgk*y1pa)NN}@5G2~O>?T!
zX_hh{VUK~>krERlzqD~+tUECw>?L+}bZf|(+|}BknW$Ou@kq;Qyn9^b64J1FXml&`
z%)a9@f7AOxZ0<oZiSOS0X5Rn0K(~FvX7j-BCv_{FOn25Wzu6A)PP_RyNIy{PqgCgW
z=Xm4Wugwk6(0n*Zy`(*v(7r%=Cq5NknTOlP&7h_ee@&jNw38&l1E@kx%!dL0qXM2z
z+qE>0QDA$tI>$n5tU>*Egx?bqR+Gj?^U}bTlD{$|{|)1>wM!Q~Apkp$zTLEVJ2ZWq
zvg`*L-ekBp!Pwu#ksYK`I4#^r@^t?^*Y?<z;4fP8H-?nmopyh-{K4kZio3wdqwLj3
zMJhG}ZuRNrIORIZW83vxTKkVZ_m76NtGJYzZ`|1ZexvI9!pM!{v>TnrGR&uYy{`1W
z|9kcPrE9WZZ>QkOdVX>*ls!Jj@%o3gPPWZ6QOp0JG1BgC>{oJo(z~j}JyT|_k10SI
z#V#7bIE`vMiuDLJQ#GcChDn&bhZ@Lgb_y$m+Hd~=-h@!V6>yf=<B8MQKR}ie0mjGt
z+u&gX4hT@}cyN-yhafi-W1cWnIZdOqhvu2B+T{x!Mcq6_k)!HpPT<cp)53~H+}RCR
zKgZN%oBx>yKrCcB$@I>sG4Qq4Zl&UYc3vxk22qin2Jy3J(0J4ts=YB<{{V1I)}UA<
zl1!)DxmaFUf1gz)>&vyp0#_39Ss302qTONxoYZ)bu__JMMfdO)usXgVI+!uA5lm(E
zId-qJH{I;5>mgb4AyP&D&=K%jyaC&0nPFP&a36K)ut9OlRZa!?3*lG}hhTA*l<G@h
zA+XuS61b$%m+S5&W&mTiWQjfJMy1px8faltL}nN*bk^GI$ooNO%t3D&5o>XYoj7*>
z_XSXTuRC{StF5IZx34TWXS4LccKJcm;7{*@pL&*o*-I^rjC~^6KLejx1>Lp^9FzC<
zJNpPm9rUSvap)aHefgu6<7<02{}oo1wNa}&7ngNH%F5@-SgED-S5txSE4C~`DOvFo
zUR}?N=PMTK<Cz`5Fm-?A{_hs^_1nx!01>#R`5*9+?1MeN)smj>G}DDyTi_Z@3JnfE
zL4Ai!Ia2=|iZo=zVHOdgjkqQ+$}ciqXy8Lw{`Pq)UNWaZ$mTnpCIRO{aoDBXK9INi
z@tS%n6Eq-(<(P!DpmL)x3WRE^e53<|JZ0q=bvE$Q42*|D8wVFFMnCuI(33C2(<I>M
z4D!DIN1qjO1JNEup>5KggQ=F9(_p6aZ)+_eyq|ZasOA{n*~Nmb$`ztjIeO~1hbS^i
z!ni#k$pWs0?k^N2e(UtPxux&JHLQ>K8dWdNy2NP%BV>$?0IM(>(kiZlgu6zx6oZtr
zB{Smu&C^UI(9tL8Ql5C1s-SbdRTVrO+b+g(MSPLsO_W1=a)5^?T8+=MUk<r3q_Z&u
zI_9pk{u>I5(0?b2HCP;>QDtB0{+0L=u?nWyXck&g<OVrVB@FBFpf>rRdaJh<Nuf<@
z@sHm_{2IkL{WBKiLqt^*1PN?q<Lm(a-vT-L1>T2N=g4WinOKFB*{o1;g8ko~EX{LU
z2;oUl#G`^}o~ib@)fujZ<<AFu@q2p_JJBA-h+a(nvCb#D{y_3{Hx1c-7bwHS6tZaK
zXTEsvI*3Bv1-POeuAnD0vQ(!9*Onolg`c;Cj~E!9UIPU_&56F9^%@MGiavX-D(uDC
zc)qs*`I0t+jWR--c5|w!KJCB71lGjHT&GfYeXIQ<C(qA0CZ)AEozBRsAUtSkY@<{z
z+Kq<1Ujt-ji>;mC<0*85i~nz6uL}mSvana(Q_MsXwtf!*$N1BPwzSGnCPP~%L)Y+F
zPit#Ym0nI6`JwVl@B131nT>0IR<Kl0j(<Oy*vPf=^=npqxBm5AdL6^+<dSqyjRbXJ
zY%fD5UjFHlo$TPp%oo8TVlxsl)6w--hMtvKvr|fvA5T$QE3k@Eq1h$=<C&x=#Tl-<
z6U<$sE(t@%#Rd3af5=w2sV`42%B(}hyX_S}?GucR#jfRz2`*(niLAQ9nMzlBp1nee
zoUP|ZZ_Bu3m!KdY(nl1Hth%+$D0dpkzdhu%U3AOaL}DyYeDqn*R8Gq{*T8SKZlQ!Z
z*3Ml9c4$aUn{Z@3j|?%iMlco~RsF90gFnD0Vx@rsOy69GzC*PQv3jD@o3C7qx@@1%
z1eYtv>zk%<A!8IJ6jLEDX)cf7zL)}bPky$-a4BAg*6g=~PB1EVI$A-`)tViutgVY>
zjyNZ{k0}#1IRa~fa@;FNLa@IF6+HsLxuIKvAmbYUna51oxID}wrpLktpb|??!omdF
z7iWRz3mOJT9YxQdX^54GEW63Be=b69Xxeoh4qd@b8=MO6#lVYCr+kx5za@@*caueg
z3;NfB2zL}i?q#f5>eFjk!;j<I1D4{_C|YL}n0i1&)fPg13*iPoK)Bh^vPB-F+$bV+
zK%H5GIL900z&u2?e-H}NX%s@y3*kj*R?)LW33FbVD9#zq?%3FwQTKS{zqDdrf@v=L
zm1SoeJpNu89_&bCAONn2;K?h;;A|cXslnPqOkczjcA~FFR*0HHURvnmvEXkP5`68x
z=nmpP6Va4!sZ38GZ%)zwDBuT9<~!OiPP4Yqy^YQmznK6jHexhaaC}y?{V-6kRIBE9
z69n=cNaw@`$#^<$M{yY+-Wynuyt@>Jk9QXEo#*vi$nt%$1N)Mzy=p7ihFLqSuzps*
zU2#LoaQt@WWgQ|NAQP_1Mqj1Twk}|Wz&on%&_fqcvHeQ<vP#@?>>?*RY|?-cFM$6=
zrDxaLx=P)7DAWAyrjK*b*P1tD<DdSqy#y!3i}isS^pV1k?X)4*cp!7;z48x}vYq_3
z-}`36DkW?wK!_9gsD_e2;oJ=FqSDo)=p2BdGIqG12_r3dLPgwY*?|4K3J;1gFu0}g
z^JyqK;gk8bCpkEff?6D)3$&rLE0EqAz1wfjhQdfQy=`?F17NS%`^n=VObgX~ilOfJ
z3id`eRHhq+FmfSXl5m0d{?0YLM7Sh<#5wNpm>*O3r{AbZUbf?34*KwD{PjUs&4<{|
zVF+l|OU(sXNegE@a8Q6<3kBCTb4wDfy~b80r}#m`c9LK6VeC_-4&sA_w)<K6X1y{Q
zTUR?L*cDx5blYe}OvGn6!?4KriV^k;TVh^E73!L=u*e%{<~d{PI~^&OG4`)4tYz6a
z4WRUnp}E8i=0&ZZ@HYb1i?O5tc84Yli!(ety%J9FBcz<jypBP9W^9@GEo)I8x2M~2
z#S@}Z6NEBt#YU69LUVL%4^I>aVPBN-!7JHv@oXz@nKMZo>D@7C=XY(xyjliIxL1O0
zVrHU$GA{3aafEWcD=dc^<Y-S8B|i8mlMjhZM!<S^N>;AkyIsy*r(%o0H&*b_>Pn+~
zyw4Q>YLmtf9~bZAhdus3b8>$BNd|7LuhWsY<_WEmtSp*Mxaot9ja9Wv@`##>mXFhk
zv61QQ$?Chx0lQCsc{yi!Ni2JHrZ;Gh*yPSwB!*rv_i8K8R+JRFb`5}d6o;`V9_Q{{
z%zL3><zy{YXZ!MN!?@*6u-(b(T_H@)5~c2hu9;@i!|l%%NnhOK#{;ERL72#e?caHQ
zYkzq!7_F1GmPoL{13bK=rx6^HM9{O8v4t>i#IgoI-k~8y4=g4Hhu&M+jl7#D-`|on
z!t=+aS@#6t(nLq~;JR#ILD}HGj<(;S2Uq0D@0>4hPUxni1;F-@xZVDAVN;$iRP}JY
zrjvT>4(ZhW&`j$7&O~K~J*iW6I{MK7V6s$q5H2oFVX{WJ2LH9V$d>~HND2X*8`3XX
z;G%jPMkhLJex_3O-R9j`EP5TkP1o=|m*!yl$srt~Saq!Ngs}*10*ulZYni3s(MLQ^
z|A5A``!%`CWzQ;Pgk(Oi_SIUHE_<b=v1}_EI2OcnbTTtDBUqSrb`N*MtghNN85*O&
zt)w}Ps;xhM=n11DTkN&Te7=;{oEcipteI9QwPkO|-k<Qm+1=BZ+2kj74%Q}z+#%SG
z9m9&m;8O240s+Qzt)9_a!x!2n1cw$>dS1kY{%)GY3~rtdji_Vs?Y8|~;HDITt<+w>
z3lm=B>R5zzsQg_4*y~(l^YuyIVY|YqZjCmk5DCP)9m!pUxbWz7!s~Vcvy4Zd?lfKd
zJw5h(igoJHt>aO|s>F#VzX5y3ROI#C$y2!7>!C0q+}s-OSnwxxcG0e0+PZeiVPmBy
zdspOq=`J~v1T*FkOn>azv)m*wq-Cgd1W9Zg+?9V5$p0pQ&yCdj#eYO?Jw0i;w(_Vp
zZy~XH{|)Z%CwzRP)=fX1#~YCgQ*md4pWk7TLmonl4?7n8oVolQWgbad{x-WY_04ih
z|8;|V`6u_+pFlI6MC0OP-~C(e3y(uP8)kbuhkHjBxJspajV+!S-QYx>m7lOmuX`oy
zQm<51C;rLn6(3pWAsY#H$20Mgig}8A!ujmNeJOTj5==tHl1;+c-e69w6+;v}q3Z$D
zI(yqu%#1ow^!cm!X(_Rzt1SrGP|>(6(0LH~F)OC($u=$MaReeUheWUdxP{NPR5Qnd
z;ASAC$OplSRD9_j)m|7>M4XT^oUcC&Fz2x6URs8Y*slm*3hfVo5))v->=EG{1oSGp
z@W)&<?}ZF~Spl++g^hR*jQgd~5&>)v9w7Ro2R4jR=OuU?AOvr4LfPQTdT2OYOI}%B
z_&U&-B6Sp(hIp~)GHxIOkASp?w5h;7b=6-GT~fFD%-}p>j1e>p4)a|GI~-1cuGQi#
zh7tx(x1r<5ESy1VU}m)feS0F7H}LWB-<`hj$R9Ja@$XVAgo-aV_U`&xakt>pPn0`h
zpe$GvX@1>#L~fybT-rz!VtR2Lh&VGNO*NW7Eqe1Hi60_2{&wd6t<pG!JQIe6LR?<f
zvAv%dj~J%=&nAyqBZ23`=ZZb0VQ$Cb(tT~e<HuHih7Z>Ns5Nr8VygECYFYc05Z9Fx
z1<R-2mAVfkX4C0>Pt)Kse^`9J=C*M<cmKj-&b!6jYhQ1gIo}~(w`03$`J#_U%<zH8
ze>`*v8RYm3#(&-iX<UoeL&VQPC&4*od9l7u8h+33s{`{W;gd%>GJW@`hg5l=lYu$Z
z#&PqU!@w5acoV!LblThRF-(X0I<|)&<1~0C)@Ib2F9fxq6r!ts|B-6bL*mvc4jQ4O
zJ(!{s1uBgon1-=v79JaVGF_{%M-bi63|1aU4<b=#1Nck_@fRcy?ETomQjcDPFtkh6
zr-psB`XbEG!w$$ukjw!I^~l;64Vw&mAiBpa{N}C~TR#+{8gZaxu4a4$&I>YhFy##7
z^#e3q+n$O=!fj{^L>Zyx2JG<5sTx3o2;3j+An~C;T!D9+;|vfH8q{FxyIDA(ZKv3X
zw1#M8gh$4~IeTbSeVWw$LuActwL&B^46Ae=O2pRh3QXX!TPDmM-0u6_tN<A0Laq(V
zRlL4!t#@0LxrdE+=2tzC=<9sAP3)9|lEYi&&NyGo7e0o4<;Llv?U|w)n`7DXouFV#
z*)z_E>#~eU@{{RCuCxJQIoDJ;R~C_^Z;WU`I0*M4Blt{;>EJLA*0VYz@FgN1#Jjh`
z_pnddLV-%_W7dYP#s6=;A240j&dk9j3`y-C^ulWbA`?R2K}#mx8t+jGIb3Z`z;h)4
z8+2_8W_#hLsM@wpx#XJf^Rdl&tvdb9I?rX)+9RHIKcCDvCM)`%Z?kat%1M<~hB<ce
z76!U4Wz{wJNFh!CB$;gKxNxIO8}#pgZ+uww>tZ0WbgX5foImTHd~#KX$ti&*ptGBO
z_XG+8c!kg9;<Q+sJz5Zxnn0EJW$KGcM|Y9{r=SquOE#v*sq8C;QsJE!ukg$CAJ$Ir
zjvq`+QmhURKD}#PeVrrp=#=uuU*<=FK|?a9ZpvF_+nzNDXfW9|d$Uq3OFtcLC5uNn
z+MVzG<PeMd@?^{0e0HEOHZO}Emz_?kRh)VKjr5bnQ@*%MGlT!cyPV8;caP(8GGZqP
zk75}ff0_DBs&Mtv3|9ipX*=vudu(iwR_7f{uZ*;SFZ`7EmL9e;s-^VQ7P~>Fe%Hv-
znzn$~OHa7jh-tSzdnWkv!y|5~zhoCOWM4C$-@HD(o;bG=yAa>~IO=W#o#)3%|4<bq
zQJ3vBa+tOz*n|!$>aLpydgny`dtQ#Gp(?ol01-*mVwS&&H!x1XLBdNIx;yMs{NJTh
zpI-+$i<#20Ny?<gJ=U9G0a==?Dwm^5BBGbtbgE~1Fl7b*S~DWFkU{WMH}dW2!O91x
z<}*-R7E_^ZdQ>|3m{T*7dabG~1=%t`wj3ytEJ-cN5A+^e580FRXALZDI3;4A5M#y6
zy%s(z%!Eak+S3rGyO-As7rL;!;pfaCrZeDrjf6*}%MIy)jm4Lub&s=W81Tefbh?hG
z86!q5V`AVDXHH4M8*>fI6*zR@iXS-H`XmMAWg@<mFh+J!2PQ-6YdlLH&>0*0Bs5-U
zyTNrMTbJY0;iO@AX5z~(UWKo`3POg8Ur*JkYBYY{_<Ya2?oZLhcOyXu!MLtN^-Z<&
zso1trPosmi#Sa?~-e|!U;fzY>F~1Shuuni=|2)#+8wS|Dn&ES5Go#E;5dCbT{Jx~f
zOrfBHb_Cg4MH-dq{PBr#8hT+w{OX;wBC^v<8N;T3(-!TI1~%R!O=)*%*AV(DTHOcQ
zb~}4Lh9YuDN<Xc!M9OA_>kXfDXkw`<V$sHaAiP|6m6Zv?7=b~;+0Wq6qJ>zof!*{)
z?U;zhGuNd0!WbBfX?`U6>+gJW*5lWEnRon-#<&C`s%y>@ODPZ;Mv-;yKB<+u8Yja>
zIi-&_(ZWaKhj`^oX<rYGr73EaI<jGw*m)jHpCwti+2593f>YDpQ67qy&XPsew`qkK
zT}6x}8MMWq-dfKMm@&-e3hxUI=%I-%SV&5q!c*gIo!KLD2VeF_T~`9l5%$F<$};hu
z&82joVs%ie&bEh0kQf*li!NdBKz!BJRC*CSIB>0q9>U=8aiZ-E(P~V(01lBxds7NB
zwh=hB@xOjcpHZp?Tu?0053A*Ygpk|MNZ~Tk?eb;+e4YxVqqYWl4=BS+d_7za2|PVq
z9V%8OBKl|~#?Xs2v&yxC>T1OVe^Mgc6r=_^kY6$1wQIY*?-GT{;s2oGd2se6-rw)-
zYUQWW$u-vkE@WL2*PZ@>>}$q?Nl6iGyuY=Y)+v*(J1|Oty{j6|So8{3t3{Rtar0?o
zwf2Iqp_J4OV%$QZc9w#1?|_fj*YtX)*qrma{mY`IN-5^jc-oY^?^{Gt2IBl`lDr7D
zFvE{=A%!yXF`LP<9#`2el@e{tbl-f|&JZuS7S?hxcaxJj5@_xejNaizr?m?ngb}5J
z@ng}tsp5=z@1r?Ytk^R+89Of0cXhNJa$OQ<3^0HkixcjMPO+v-i5_z*BGNx=+Zc20
z4vVv9o%`b^K_xaOv-%R+IO0{l<>JYNMGi(hik(q?Ey=${mbXs((am?41HKKsIA?N)
zXAv=S_EPGLzwg<jna`CZEy#UKx4mEfG4%b$=fo(N#_T+`-+MM!+P&7h^B%kkDtW#5
zU(d_z(y<4*8x`~*S<l<*_v?cd0m(0w7oOUd%UGB9-c(HwC{TLXq!4gc-r<6z`vsYM
z7sMW)R$dD>+wy+yd#=|n9!YG)E@1J&CNd}{i}<JjL%riZN%}WV5tYI*K_#+te*1cl
zs&AY$RBdc(By8^I)zeKoRPUy}8_CnQcP<J?5^EdjBnjAwiz7P@k49h`*UzA)|JD!h
zX-&nbRp3b86^B(Z=kttnPJ#oscC!iwT%rrC=D*PU7ZGroN0eSN;*|;QJC>2N_KTg=
z_J38)CY1bL1jg2`OUA}7YA2fN_wb0C0^T;f-!e9%Y|ZudApmh<_x!KB!%ibJ$J99z
z?H5#2>kh2X%J6^o9Vm6{$eZe7?xK13vb{GhED|C9R{Nyg^{1p*2ZqHjIQY%nivr)_
z1N`(%IH5*_Y4%&R0(1D{#7o3LjgF>jG;%fsB7(=d&7-nGGMi!g;@+aTii93vw+}w3
z8z6l$(Q%bWl8_^}*+QW+UW=OHQ9WuK29IcVIH<*7mPYrnVX(f|gA|yT%pQU}ojZLR
zRWXQ3)~N7tCwR~c5%S#$?T9ED*-)Bu?>2l{PUx<n^+TYCfAcnEr&kYrD1>KET;@B;
zI=Sn=zXc5}o7BSA0!ZI6gFlbB^YfQ&hw0K4)K$|)r$G)y$jYA`gaF1}Wt$-)?>lB`
zQ?2r*i(fHn&D{wXP937qvc^}=oSNrM+E6(DJ3x6wf@!P$cr+PeY<hE~ZUGXCh0~_V
zXM*2g7cxqhCNN&3;s>1^W80hWpB_)XBVw$<78vA5TK|+%cc?ctnFIxQg!+GZ{$E6v
zOT2bYY4!RTtSASJm0#&9KkcQAKE7qrf8X`sJ8?}WC5z|9Iqth7e`ZGpB#W<?6eX6F
zJim5*#rXP?LBgtjjQjN%H+|MhBPK0sGA|89M9eacbAgZJ4GZ(r|MpM9+l<7k*amlC
zbvpgXWf2#?URY{)2S(7tL~vRPv1Ji~En`(XgHSueDi$<26WwmI2I`1}LJR(nr0b5S
z`uqP}mwU~7Z8Gk)%E)NQb}tIW2St=kg(8F^>$)y3MMkn`Q`uzitq4gWTUPdVaozhn
zeSiP-PkHoqy`A%XJzvkUgK(pV8ldw+LnI<duycQLNPd>4Tc#8&%t0`M9RT>SV??<u
zvXc>NLCLWoHIrbaFR-3Gq0_`R-87Uk6-`gYrlBs)qjKP_Y}%mG57NqqFA=#TZ@7=a
z(gWPMgwhxE%c?DThdhh7Cpy|oK`r5WdV<ed3|s8UbYAd3k9NJ^Kic$;*d*KdSz6el
zQH}^kP-7T=i<TWwEMByRE&9zoa3#JlJh)-9KAJln+tXie{3Y<--V^Kss_m}a#Xk12
zx3TsN(v~a?ary7LyFu*3{^*Tf5R6#!86x_w2@Tc>5iayloqzhJBjVQfYSgogFVDt5
zGHHWJ#f$?&%k)|rXC%M#>Tu`PQ{5Z!N_O$S_=uZG=9}~>Uq$;cy-7C>QH5EOABD82
z0|VJpBbmcYlw66rW4~XiUw84dL*AoT-(20|yngOS%Xja_>%3;{&u0fDK1|;m%Xto?
zlVAU78z@Q>VQ2ljGZ7PltNyfzT0#+ftmxzjfoPIL`Noox@{AuQY=7m|@C04c5z)Yk
z&hRob!s0ZB(TIElVX#0}yDy;NFBg1=#(vj;Vk19JD)Q@|n(pMfym3$#HKw%hWpJ?k
zXkzDR@tCWS34e`vFZwzaD{novvuS!l_^C^wHG$s!ayJNi1Z(&W6Gi3Wun<};`ch37
zvjTGRIV{?f?iVrGHRu)i>0;T#s0C5Iw+?ms1Q-*qOb<mXww*WhgnvtXrKJo$D+qxE
zJjlG_$RwnE5Jbxo4acJ?cn&xK6L`ER{EjS==@Z&V7Rgg)D$as0Nz5woam^(t^h(4m
zaNMB9gKAGk5L0xWNWn)pm-x(+bxPkEoD)I9Mb2i#V^h@T(`oUZ|3etkXi0nyaIIt7
zIjJFH3cYLzOz>sYK0_MN`f3C_)#0%NOz@0Q2VKT?&M<6=slv#=zlSD`S<6<bSh+v`
z{CVNF<=Ab@TwF<+s!PWaOz=LQ6`}TxwapV=c?!J3dW)zLEk2Omk8B0;q`!r8PKPq{
zAC$}wOZXzD<J<HWP;r7wDDiVomvlC0dfqf6R3W(+SXQ+J%B~8a{LgQV0_ENHDtj}j
zC3boSjJlIMZEgoVy*g8oM5{@z+D7ayNoLj<A`}U@l9Kln2LUz6ow}cu4|#rBeLE{s
zS5PH1UiyQ+uS0D!biDmzaN2gt=8M(DFV8~rWx4w+hbg%qX7-9|mBwVI9!NbczqGh_
zM+$c~`cUV|lFUa6PJghTV{z}==VO_fXBOIbix~{;SQ8p~B!e_e_MLJB=i0_V%-6OO
z`CjqyRqE2pzFlKNa$tu%=~?y`-G1}j7n&JaTnj6PqG*?#e`?WS(n!XZ%^-^{5~c39
zla-<(PgL>fy6w@$@1eK(@B4m~I#B(>)w=5<`MM%*Bpox?fm!+M-#JmE_jgFbcPVlE
z_r$8z#A^EZYHZ!sgSTw2ygo>WdshrrbY_Aeq;qE2i$~pQfk3vtD~)!c5-d#PeDB27
zp1bt}xoV19rQ4AQ-5x+kw!BT_Q4q3ezEEp$VeYkfsq5LPbFE+G+9@VzbL{GYN_F-Y
z0@jQ%A(v#gAddHCL_llQS(btjg*B9*ddeX$7iM~Jf`?4t+(HCaaEc%!QDKvP+VW>y
zg6-!C4f$WQVoTfJ)ipGSV3n&s3XSLN;F*PjOQopIoC+t17fUEe3I*m+5^@9!`uC=b
zgz=ovMeM2+SiKI<85VyKy2Y_;V4{fxQYJhSUP;BXw1TM85o&W1knO6rkeLUmG;Q+M
zg4#AhDci6(1Qc_*^*Zm;WP9~x9dW}&y1sf(v2A<{BGgZEF|7NL(Ti66dZ+l+PU9rT
z8*>mEgj5L|iPmT@6c@L3;ie-WK3-4PzIpTc8~lS!gdQL}3|l03O}R<n0DO@w(A(5)
z!uW$La1(*d3+dkH61rYDlgG@5*E*p?MuO-bP-|_LBgR4|Tub>F1~0oQsw`!wYcF{%
z@TT60#tVAC7OUy}zi^ga1Z_8vAP-CvLEalJc|efcQ`B<o6kWFn{4*U9Wh4?D0<Gv^
zsMKwHOg6fFTshcIs_Z0XMen&j-*JsSfYIZjqAJx&ik~qWfiyB`M_sQwT|h|Mj)+=h
z=5S_8aB*@7zX?j?opv}Dw_h$WCxEPB67l)HB~+1xP>qenrd!aK_uiF$MJ|mg6Tq(t
z;_Wv90~9C4rwpf~vq9=<X#qVn=<;BK&!TEes5AXw4BzXGYTCO%OW%TpqmcxCw5KRT
z5+=i`2j!2+TCY?4LH)AY>>Q2bqj=q)%YXH~SWcT6$`M(78`9#Vh25cxj5IKvvd(Bv
zi+mMTOpD3EH3#aD+lF_hQM!%Fxb^anEye?wj6;{V8x1Y%O$QZCkB{2(3t8nA%`pGz
z+FN%UW*J5bN5j_{_g6L#9^A}NYv5+hD)UDGUkRv$M61vL6fV2wd%xyup`nD-&1=uN
zXSHh->`p6-a?gc?dU}5gjetfOM6|2e%w|Y?UE|UILMI&wwJ_J*6f%X<h-dt0m%Gmq
zTpNbyF*}F3J(mV&(q7___tf1F*=~`bmE+oZDIR)P&b^gOiIx#Hrz71daTD^$h+9o7
zCr{+cT->vn?{A}o&W{UTcxQBR)N9fDooiNI&Va#<WiiY`@hA9h0n>GhaF<UyiX{as
zH!Pt3$*v7EGd4WajI_&iEAy6qpY!u)ihWXWre-Ftfg^v1fNJJ#e5+wQLh)VlDVd_|
zf`*CjBtwfH=7vJ~{S3d-{KJmEPF~gJY}ev|eY3S6YfGrCPztfnviI-r52~&$m~prK
z>R(>F4|KNP{U$&EStBz)+M{<N>A7h#)63*-4qoqBp7U=OP1~GbhW2+c80sDYRLu&j
zL(oh2(@Qzr6V=ubK$Rq(@>e{wV19j@`Be?hMf%uOZ^EuFeNx4HHi++p<_@~E7Q??n
z@e%arFv6XOn2P+~V9Px6+nm#Lwu-{JFi<ybeZ@FuQJSlm!|(RT4Gt!p8rlEt;&C*7
zn;pG1@(U3TpTAlFbbQu0h)8jGL4pB;P9IG0-z3b7t8avmX1ZK^sP&a(%*Fg3YI$uK
zX=XbdCEs^aeg3#@`*0)qeUlDVVQVe?(I#Tb{*b^<4LLzv&}sjNgGfY5e>a?k^u6SR
z<J?7Q_@$B;6o<LpiJ87wqMD}aa4^h`j;%h2G&2XIyZCV65a4+;O_r)D{&kWkA5gr(
zUtmkPk;>H9P25@2xOLa3Cq8uh07~SYriiH3oI6)`QC(rePUvsZ=3`E&3?cf;OZ6w<
zhcMFEhe^5ZHU&91wN*V@B)d@8d-h4H)v7qSj98i!hIbHmp$tc`fx?w>$PvuVEk~q*
z^=&OU)tb-ogn@wk!DZ}M(dh9PkEkJbkRJylw1KW<!py3AnRjVw(6eK2__&(A?bD*4
z9ks(_ZaW02-c4jO^*7bNnwZyAMJg_%Tp+;$OSE>M1ndoOOp%*^YPszi(VizH1iy(%
zj!4&<Z*uP%-7K%p^m7dp*BIL9n?o2Wd6_aqO_WnG!&EH71QRDpO5R44oOHfuPG1cV
zNfq)8ioj0K1Sx-ya8}upouthly9FuLnC@ij!<azWx4F!*VN;WwPXj!L)*8+kugBIr
zR@m>%tzNnGD1V>PLWr|y^JS5KLb0T2vEMtpy&g-}UR%~Lwyb(oPbt+qQm2D7<<<hV
zmoMMg*7w>r@p8m@1^Rlq1$ddc-nguDgYSsgj?KhH?ng(Nuv5`nd-DNLRiw=JIl^U0
zFeg&@T+TVFXR}sth#r~Hzyxm>$=U{0NLjNA#(la^QuKOIZ(+lS#GrP}DyXBsL0jt1
z*e1V3X5K{vc#^`u!}mwvA_2LOSp^cz6dL+OOTpm%SWA*XFfFO&a(6FtLn*J%c6cK$
zZghmd3)BbaVh%&Cs><6AdBvr#q1{%26)VP3huUn|0vsm+!V%6$Y0;D#K7~_l=w54<
zJ`AZw`A&2X?2O$RJr0=NnNwNCFB`JUgJ?M50fqTCIr%oo?7|RF@2DgPdMF2+TL*nZ
z<KAB%CO}gFg=Qi)F@lsBewd`UB#l0GpZ@X#GppL~Op%HBR<mCi`+vgO=%jluKvimz
z#&tG|2n>vOk<Z3=^wBSR%@)2bf0*qqDD8cP%1xEWKpeO()Bm7<l>2%~`wHV44o%5@
zQ2#b!5AokL%4oh)iGb@?H;vacNmR{vbuoz#!_I#}h)bh5%F;yl>@)3TK|=DwP<dfA
z#etWlDTMRe$XW;qPXdzR&tzK4dF#sk4<B;1w8(*HHi8@G6%U$=DGqnYo=?-07=&w2
z7u|nm?3wH_ySm@+MLA`>y8Mcz-~;n%qocNbuJNqBVd_C+dwavyOPr#B4E!tOFLjxi
zK$q2@$?^FobA=5X550hPxI$qQ!COejS`J=Cedg_(5y=95O(A*(TM#1g0O3hspy2NZ
z4-k#tGeRqMkW~9;SWgOG3?Ny)N-P?Gi__?`38d8h>al2GztwTytv?((m)oCm#vt{@
z3KW0*8sNqAgtB$yY-@R78S()qqyX%{(0ud~nneui=*bCv{X?7WZ%JHLx)?r$2QC=q
zAoZ}q=Lc(RGZS1KDGomHH#p=kB-O<Ium2E}o;@}apnW`3=pKUJ>BS+~?<vo@&s>LS
z$)H(u?E!=?Ct%T{y=(*Qd<D3XKdzNyU2avKtBe(+oRdy<aoCg#{}lgRJZkeiYVUZ|
z#?ShK11-8)VHaV(ggRTuX2n6ZzhBee8W<bSe?(Ly;e#Wgp(L14u%Gw|KtQ)rZtFB-
zQsU8JU?Nu+UvB;*&{U0^X4@!{QDz>wWyto|e(Ka4wdgkC&xb!T%^LQ5dE1f4C}m2E
zneFtgn8Jl$(YTV4uTt=5r~+Z7a(}lTIhmC<HD4x#(BP(xqk1B}gO=>ysKsls1sBcL
zeQURx{L`m217_tLSaJ7@$==@It$wB!zY-^J>Cfe-YT@+vkMD#Y{k+w0@n+nP)uR5C
zbbu^hr){?_BB6m@94Dg>xXtYdb4ps%>P@>Ui;D@#inF{y?fr+5S^L}*`@A|??UC+>
z%pRoe;=^j&n{`O)boJ_AniIqlK+fJs<H>^LwgTQGBEQFZh|ZdN;gi(CYNPw4mzrco
zR7<t4!Y6i?e0uPSt6TTwWdzK<u(@ITAzcID<2SgH;zxgOeih1}Gx~Wg`IK*PA#qcA
z3&DEo{>$R})PG&ZF2DRQ!u&76{1vqZFn&tVk1GVlu5;12JjVTxOu){wcOBC&8YA6r
zn)Na6ZS~e4dZX)o`wsPOEl=J;W(R`5wa`t1aGI00;CAq|`)dSAh3L>63ay^KVC9b$
z9I%=0uPZRO@sQ~{LBcp;Fycem44LpenQkim2o{RUA-D9fciPfCra7GcRMsZ>@TzC#
zhPxg-OrsL(w<SKQ&gi3=_tgEa6n=&`>ry)45=dLn;JcJ?kY*r`gvj<a(NNLgotQ?s
zc=B|fqBd(q9vA04xrI7|J9Byo1th6QFttK4!$vF_OD4o`!+0>&m#->(=djRc>8ru+
zG<U-?o`{5)9AZaxLbc=aklG1oFT*nHl-J1jQn}4qi408IUt#1p(Rpxwm^>?+nOK@s
zhR}7|3jX}m6MFF$ZSI~lqrEhG`{K5>{QXLzvT67ZAY}C|YMq|Ky&EJBHOsUy^d;a~
z73g)cvCW&zc2_iiP^XjD<oa$z<>5kJ2_hKl)f!D?<@c|Hyw237GZ|b(Oy<L3M}lVn
zNuAJv2*X~yLO*a(@4nURiZhN7t2-?!P&z-CSVXu9d4PwPMRN9T^#0{UJMXuMsP`%y
zKRDjqkJ`T<1Hz$cZIB9F1dhnYA%#ka=#z^|?qq%SU5p`b2u?pu$}nsGMjVvM@e+o;
zyc3hiLG?U)?0;|lWyN8?pnPBwlnbhd2F8j#gfje1>25~^$LSb}O%X}Z=M5y63iO0s
z%uvJVP3jY4u@#gh#a|a=FJejUi)jOC1BB8aC?lV#)YU_mPY3IV7Y=gB4n~Wp##^mS
zk@E4_Xm5f-3J*LE!G&q|iGGe;M#W(Rbv6Nn_m~zs+SEL`or$Yfdb056d*cDImip-Z
zA7h(BoSQ4z#`IhHO}%37MY($)49|41T%kVzkF8zkwx6KnrypB)XW72P)O=CG86HOb
zJZ|IPJF%8`?Z#^^Ua8CUUJk;N@Km%#XMg;5`8ygB>kHy?1N8BtVWRNW(2!>TPXki_
zv8c8xw#8(NaNoTa&VR$9)+~kLlUA$oYgR<Ju(gAbzwnLmu#Y$59i}<_bf;f}!>>;v
z143si-TvY}GU`rk`#FNR!E&OQugdGW#gC-JW?}U!9g_)fG|R3P20YBG)od+RIlXx~
zP~TPC#Z`MGid2$RJ+Lqm_daF1b15f6QXifCerY;sWZ>o2Oy-yG8h?QxL+Z|z+lxKS
zJgx@vN;fB!ZvzQY%{r(2erDiD>QImKZ`<XEK_BZ5t3L2UwhRMgk6_whdCBmtaQ~Cl
z!&gdHu{IuZHV-8m{p&X${73ou$vRHO0&F4VjOxtd0?#Q0t6cCGQ4Ew5aZ&BWiE3Xs
zHLD^xr^&H;j%Qg#Xss@eD^TUavTkte54{VvpJW3IE0*Oa{=;p!2Ki18!4_39!fTYf
z^#?DvvW&X|;M~frVj}Bo6*%>g{qLhMefu&<IaU0ssL8bl?Vxg$DYB7g8MV%q9r4d1
z+nAzD-JD-lK`IW&Z12ssS52eja&e?bd##vaS;|i5d6s(8Vxa+MQoQETR+m5s$~+iL
zEqN=33_%siQFgXlW0MzJFys>TwprpAk5aM&Ib9_aM@s8$vhP9l@dIK84_3a}M!SQk
zW#Iuf1w;g%dE<o%b>I<9fzGf3yrd`imlyNUBdNT%C^UwS)qncn0<Y1U_KeWN5E}9(
zTjc52>B>~kx{r?UYF*02>&~cs6cH&CH%wnx5z0+C)(>+fw>^=`2rO-5D&syvRi@r{
z8*^+td2|89WQsT~sC_&8B+Y8Iq-4a2ZSN_F|7|@*wBy@B49S*2TL<lV80bXK`rMIU
z+I;?P52IkJU`T>-p0WBb%g6>d`GjDwj$3~faOEg64JDZb?zj|E1totPHd3#*hPo8o
zE*fm_8-N>R;^IpPnmnF(>B`S=%n<hYggE|#IPt1+N>-r$0AE-31x2OwYb9xTivOj)
zz~vC1Kh~>Z#OK%`1)@S9;*+UAK}{QR$|b!<XV<5viUE(Sz6`-=3R-k|KeVDNa%)RE
z{<-$sb*y5z%2kCL!i`i5%^qj>3OHlf0uR`Ziag`1r&*)6{3|O@AmB~WT5O{~`e-{h
z#o$RPZ|1BV6NlWjmvS{9Y=7OgX6?3S?XzU<sXZ0{R7LuZ%IOnr>t(~hua_OS^>1)2
zqEr(iar!KUMl4Qboq7-50#&K6gj8Iv#J{67Zj9+2@z9-UJ;A2xv5MjXOwEW6eb_eA
z_)+8;q9<hrc?28P3fM)!(3J@%&BAV;6nYXdXj7!U?_raMz^yI>J7%?<S4aPl&<zbn
zivn-L3hI&;`ZDa{{V>==5djW352l2IFN3)=f@)6+EcGJ~+)B*^d6dg}F0t~-TPofR
zTSC&(1LQ~CfPvYiC&-KsjHMmTaFz({2qE0Qt=yRrYK#+PfQgjQw|@B!>m_6bf>Z+z
zCgI(r7i^k_ewr`T?eqdLX995INTgaJGw@Z0!0}A*DDSsJik7Db#E={=c>SG(dwJZW
zjnX%0XKo^wY`EUaG5!){-NQ3Qe(erP<0}Yp(TBTUbJVj3RE?k&ZTwJr@_2G~YfLkr
z+*N^2Exx~i+kitWv3HFHd$OSP*Rw9%%%X!rxG#6Gce5mKkMGRaT(EvI-&c~Vk;I(Z
zhQ>F0K1Onf@631X%<C=o#C}V9W&G+jj!*8Bz}W)K%c+saZ!2W08l>v#F6|gT{f%|_
z>ghClOMCpXU+?Ej4{U{Ma^QAc5pt?fc@$f1HD+^Gc<pOn$n&vj*2<6^^esv=!)-49
zL^?_fs?Tudwv&@PTULBv<oE&CWYZ|O@T^>@e6DY6F{Q;sk;V({kd6Yy%yhel0`Hhl
z_mRY`+lgH#M&kkv->7xGY1K+2&R=z?->au4s%tiS8mec_H(zm|D9*@|<%#!LT$|~3
z{1J9jufr8aqz8Rlx?vL^Dj&!@rf4&G2{mkS`oEOQ38Ss$mArHdLxsq99rEg*jgFAP
zO*babaH1%GNk801AX;^3&zkq}P*dc1W#M(C>n7bvoEY-7dG|Dn>(p(TDgK5Mrcf_9
zY8qL4>p0^Kg_aST`P{)rl|eSNWH$?BcZ6X5SgdY9@I4}@n0;Sh<3!;nT6|!jvj4YL
z2sOvv`WlIgTRw*U&zt6h)YZ6;S9X^xs6d*vz*!82&&vRAz=ZyKs4P;h15C;(YTPOD
zOz>SqEmLH)?2(v)8xX3y_vG?jC<vJ*>%@)P7LE$@;qlx^eKf!kOp#~uaGNC~;bIEl
zzrh1|D^fZlS2iM7GP3ZX^yjE!{+n>c{?@O3tzSD^w@cp5YZ>&=CGjkwdcS2Uz^Enn
z7JtX7!mpu&g{dKn-ch(_?*l`2fB<s#@mZVi-pK8C-9<`mp)fn4G61ybt)rH#u5=HQ
z0&J@f(&M;qOq8sXVy}~Fc+=FecgHcF9yYl$h|;&57ngXK6;%cp7#2!cjxU{a=YTe3
z+`m6?ENyy%V5q8GPeJ%@c1=6|O&{KM4<yuZ#4=%;*9x`}y|ExI^WnP@zX1F6FWfA(
z^3{KO&HhJ{YVlS>@7!zX7~d}KDntbY_WvrZpQz(z+ZXYwGAy+F?}oMAqjmC@m-5x!
zucM|Otd%EsmWD7#r>Mc7X60k(JuKcf*zz5Bt(IWk->0T5?f7RLtend#zEa!7QxvFS
zM$wI2jj@j;f3r^s)Y{a^nXRBX%nu%<Za+TG)ZG@SSb7?>bUS8A3bpmJarVrKLKXS4
zQc(DC5H$bPu*@{7KEpy?C|N_0XF^D>dS_wcsrP#QZNwx?`wxfCo-K7Vte@I{IzxR!
z7{mL}mzu4NsF`YA<@Y>n0n8EVht3l=M_fi4=ZSJk$EJ6ox*A)Eo9BOF@~mC&(}yXU
zV=t1rPX*1#1V1~C<38QoaD9dL{(%24*M?=fhFI9g6@@faKbfEs#2*yo=PI1#Y0?eI
z;xR{f-#NMc88)KMD%*qq(E!8~TNoPvqOm8i@x86K$snfF*neBB!jO^~X|%fAs)%QO
zYnypL#(s@Jc=k^hjt73`c8oGp94Mo3U=*1L)&^^{Cvw*!Wp(ieCP)*g$Yu$r|L^DO
zYd}-jf>D6B+Ct{RG~gC4d<k;OSb(;jnP><10ajd6<9;;Go-wR>>N?oISU;kK8)*Vo
z)-9iI7*Gsl11sLQ<OQn@G9b5>n^R#=I=)YR`98(|6%~o|d`qF-0w?z>A(z?$?pwiJ
zz?3&Nm-5CtX5ywdbp)+QIcHE|j9x6S5G=uHsOW7xMdYRklpL4K^`WgcI{O)=g}d+Y
zy-e6`>8nM_1=u!F)Jiqcl?K1JTrfYb!;jlFOmM`bh--00b2>Rx{67SdyNCkoB2xvX
zlSC5~EoCOM>S7n?iO%UQ1V0lk2}VNd(t#2%?U+yz0PhJOLpC*p*X>a3A+ktodT3uO
zNWXgcf`N+k6Fr@$c!_k^%~OC2l(3<J(B)jIR^hqdJhP}YQAP3P_wdK2Z_}iK7slmz
zI1i|Azd@@-)&T=C;9P!T#Ep2xGvy7lq^@PjUP~o3BWd+%#TnC3`iFFDIDH%Gt5zbE
zneEa7*H<-FpLVi7$@<k^LT$77Xf-QGABp~k;J5J|2>BsiZ(2C8I=x#co2p6@*hAp{
zx*i(XmD^fUe&a$bv7RRgRJ8APGWIK~FYtW8e)%E3U!EoYkhjh5EGw?Y@PmD{2!7xu
z)-cH6gzlnt2$=uRZGB^^N1;L~;3vU%eAK#R;Vov@$AZ(;*d3i~KJ({f2otC<bYg^C
zwDbQx>EaRm?%jI$?>kBcJLX<LoNhSkz1HauJMv}ltGYp*UVkz^QTT$v60QD-Nw<Q?
zC5@IIpLlUj7CGw}o)?FV46H#L%PEUGb3u^+u+ywzBOF7*^@)$qeb%XVs@=NqF7#}w
zg2CypiBae80<*}+Fsyi+8*?6^nUQy7Cywc&_UUUcTgpS8OWK?^OlBN>OTPHgH7(sB
zE!{f}I-9s2@g+|6-qp<VdveXfUfkdhCXKKT+u0ixb9uU!>mTw4Ylp-Alyr~qohq;R
zex;ro%@qET$v&3JKm3Z_S5>xBO!2*jO0BHaC)sn`cO5UgLKg07w|{Kc=kt4{s#vKc
zHsfaWRbQ)f=)2g?%_}lpJw=x+Ce&{qa2>(U;z+W<qxMq%pt5m%VterKdtNnxtPN#~
zTY!)$ZHqMUM9|Q0nFZ{vRen8V)#Fi_IN>JUFlrL`rikXj)uLC<#Ys-qvez0CldBWB
z>r!~mW%H?Xaw>5DRTF+M%)FHbH#NR;)Y}EKHGEzjEKd2Da8VLRD(-yaQ87##?6>H4
z9H5hldf|gp{}tfzdV`b21TUO-t(sZVG4Ict7E|B8${@e@dxS}V-6?hX?4i)tRfmKN
zg}w|%L4id(lagF|yTO`2sU3%S`5e51JII!l%c4@YR}mJAxcbV?KYJ2TgpwQuOW1ap
zC%X2e{CtPHN~x*cHEu>&@C1v`BQOQM!H9Xp^B+^PhCy{;3zh`PshO40_+n=wBc6})
zfG5;c!RG{F+73eQVJ=nGYQO1+W`yPTypPtG{>Fa9(fn*aA|AlTK;T&yJG>9m%$;+H
zpCx|pQxijivM*6MUl?dW{6&H-`Q=h(e66WESB;E$NW{p5fe<shV$XNIdS?^W;weNr
z7~8tjf*n`{{uscx;i5ry+cc`zH^s_LY4{Lkkb-k?zwh91?<&#GZ56d^iB_g>iEbP4
z2nPH1px7`iDqVmnX}+4EdxT2itoA{Ks^My#I_CbGt^2GwneX;BSQb3Re+%qx{Dg~4
zAhI@w9l?~_jFhHvxG$@(6ef7n`DVIoy#EaEpVmA!=x-Vr6Sx;4;=as5qK~%`$Y%|H
zb(H=4fl~+ld!E+e)|1|7J8`wxh}f$QHuisxn@%5iEB&Uo1qasLbW*hX?LVk)O~tz7
zXg#`LFw{GY2es`4MKm8l>Tg$v@BQI17Z+IF@yd3LUH+r>2e#}m&8D1wE4NCQ?eP4W
zSJgW65yZw}p`}X|{FpPr)ez;Dc7(S4;-yK_*OSWBI|9kyG0^z7>0Pu+jd#v?umBRi
z_H#`iU9>SUIr6cghI7$wK)ptT&&ySBsnBMo>dBSy-`r1kq9R@E#ERBmRDV9>c+YNb
zyQN#AZb@Qs<lgnxXQGD*zQ4JfqVw^o`MJ0A*;6fEpEq|L<aPXxF+6=b_OwK%K`Vur
z_4d{-B5H<p2qW&o%t`j14g7JZo>Oe%O&ga;i#vr@G$uBm_~DK9{WA_H1m<bj7p*h5
ziZXF6|JE8N+RYfj&lZB8lTn{xJ0U=Fuu?{Naw8NqZlXpLFzxsp>WETAJSlmNibELg
zW2ppLC#Bnij~gVmKv39hiT#v_m@E?J*5SsoMTpr9iP_AFVT9xoQHIAbB~|bbVxk#T
zQJ1*E;1GsgN<&pMMefNAfx8gUmc9VeyZ3unRV{`hLnV+aBG5>92rwf8{Ya0nWN?Ut
zwL1rR!p%pYKm0>;8EcS?hw<2HE*7Fm{GG7&d#reUFJFVL#P<O`<$;Mc!NN~zfs{R8
zVW3X=md&ZxDm)9!{|L8shT$&aC5ebCalOj-x>fHwK0CKRzT1)AXSCG!->M4u&20)X
z!*XdcUtX@6{p_6sZa#Z<C^EA5(RpS%ZfJxgc&K*Jl$oNLbSJJXW5+*Lst4bz{Yw)5
z8A-o0e`RO>op;xZZ-N?^Zd$6CTeDIea&j8wi??>;f4x*$i@9y1$nX4hkb&t&#08G7
z**~XSUw=4xvrsQ8-`&bf%6(ox{Z2=V_u#(86Ij7&$kC%+gy#cp(BFd}I3zx|I{ETA
zcvfoYG0q9M&2RVz$4FIl|Fvn?OPF}P>3y<{^7){3d#5?3VS1CUfNZyp^Mg}2P5TNl
zBZSQl>LIAV!<1;8Qup6rQ{SG2#*L$4H<n<9$K{x*`RW#N1`__7h0|4AiNWOd)mJse
z=dHiDAtX6dIyuCkp)9%faHunj@?-2~n<~{FXt3bz{$y-~T+6rw%Ol_D&|7UH`ms#z
zuZq$`dpmBuK`ZB$x^S0-Y$>TS6UvdNN9dH!wt4(YYiD9?KSkdX1s4h)ARvDvEunm%
z5CM@uPhAF2ctM28j}TlAUW?C%he0aT9v)_-b<2;%!3P@3*1A+~vTrFFaFz?Hjpq6w
z%azIJhHsYQODel`4Sm*yKJ4wN^<bE(!T_d(N!!ertfRPv=qkv8KuoXQ`5OwN?+G>D
zB3oc}6JOO4Z;mYyQ&=6W8u8*rG7e$fRJa~KfHG_$4C%uTIc*ofSn)sR9hAS&hv9Jw
zRZlKf&8Aw7rdqwmm7oDh;h3$mhp;j{f=PznGC-f*zjb@HvMl5_pPKBqN~^Sob-3Ot
z%kv^X?x#{<Tx@SEu>F{&Dy#_vNPbP&w&ET#9(heq-8o@DggHUzg)@fwYwt*@?t~Dn
zqfulL(#*LF7v8kk!o~E6BXr81$F+3IM^>$Z(f)A+dj>l;Ofp48)5{DQn^;D?I$Y#w
zD!tnXW~PvSFBsonmPpnU!unT#r5>T>a~0bc4q+3qhL!wP4+({iI79z4(~2{T^9;5H
z&cLzITL>(HY!_yKPJg{c*(CkyLSagR>Q?Y4r|_<!o#hu#&zjjT_}Coo?RQRPKBV^C
z+E9CAgNpX4$G!iXS-IUL)PD@B30Cw(?RwzBvK`bt=(qGzTMylUdj6087pxDR^2mkA
zL#q}febn|h^!y6`8HS<TZtEqbuWPO9)E4uD@8u7^|9G(VFotv$^+gtSZti{TQbg=#
zt!~Mu1-mV;nz_IAvooJpXR2vHd`-IPX#b~GXY_jgj&S`>7TaQj;0GYv&G?W5(FT$1
zp;D-s#8{U>y^Fc*w0OQP4wk3YSvOS=z6b@pt!GoR%@-(ciLsEGzxka43-@L<!{+7u
z6Lp}WuWiNX>Az3Qcx;+pBuTBD+}xwAcZtvnKep^wE%beezHB4#7H>kOv00f$T?-uF
zY2Y4}R#Ki%7WaDbc>ap&@32u6%V&-0eiHFSfgHMpczdW-<68`A;{cE}k4-p&34YM_
z1auS+VSu^|44jX*vDE2j|4h~jf%1BqBmis_+7V0wXygbaw@iW?IW34)8@WJfNuP%G
zfvB_Q5iHcUk`JU8M`mL0bP-7-%z*&Zn}KZ>xU+*pI59|R^zI44Ju7^Y%xsfQ_d6m+
zCyx$Itl0AQc}q*3ZtBD+mqA-o&9T$u=O&GJQktc#m+pcyHylyhN37V^vY^<vV%}b-
z(ugUHTmP63HIy(rS3RH4eWh{z-M}C!j2j6SkS-d}PbQdyUKKdRfr@z`)uyMty@9$$
zr=d)xk%SQKNZmU_Wn#8VsIo|~0bm;BhE%gxOMxNYcs^eWZvsRhhA_b31czZ=9w8aD
z!CBdkfmSxxt@2Z`%{taD0-R(pA%Qhyyk;aybSTD660b}vi#*qOi#9%I%~99>GRq)4
zpNcZ%&Up;zV&MN5JG6{icz#16{0q_qxkDd`lH+P6gPi5R?U=ivxLbwYHP>Gq-+er}
zwk#I+;lZ|vmY_U1!g^an7Koh*yr-UJV{CWHTiOYt|Lz!jrp^r@ZtZO%nR;**hLF5H
zE))#V{7c;gNg`d%S9cL@Ya6jof|V!tzMJ)T{V<^n_<B@Qf7Fy`+whSC9hRPVc-x&_
zCbuPn={7}*Z^}9gN^Yjt1nd5UErjc4+o}Rf6A7q_%fFPjV|Iho2M+*2?c1M4v6}i=
zrD|pSu#md8^=zz*Np8`(_d{1~M?@wo^U|Py_E264l@=(8ZhS}>8mzASSzULtrtapa
zacQ#zuUBskrQ~kD#!23QGjq2>5(58WV39wI*K(OdSvumHO<0^ukf{nnbWV5m4{x7u
zM~r&0iyO#&O{Bvk--9(I*JY*-gu9=E>Jq$0Sx2PL?Am#UkH|Ll9F`iiPNy+Z-{!|V
zxxemxmo=50zh;!<HSEU-In6rohX{$ug!8ET;o0@l*xQ^-*HOz8Tz|(-35>+^{m$h1
znau5bN$HV-{5=KCV@b?Iw0s3d>7Be<%^8_eHL+Y74T_JYwey3s|5;cH4r%V*JIyxt
zmSypsF_&|{V2@p%T%#X(M4CkW^?U5Ya`s<0f3{9rpDHrLoQ^T`9->K$YJ&K;7R`Du
zixdLmzw^Y84=Y*tW|Qds<qu=h*$-rKweMD+=zJ;s9V)<GGaTzw$n(Lb&j3ONI+jNw
z=kA_1R}-37;-9&|U!;PXR}v5?NffM16AGx4oDbh#o%+eGb=a0&mo~}oLfyzMIv@sU
z3a*^^k$W4yPy#rev0CE-D-Fz|j-=f#olJ$vP!jPaYB$TT_yhmfe__JjwY1yrRl)R^
zdCjqgS%(?mWqJ_2yAr<Tk$k49PC4cu1hFQ~{GLS&CpR`VZVNdb*17gf{V0&bgIV#>
zV|Ja*Hbn9QV{pheac3$Q2Y7l<68#ae*jWT@?;>cmm*DM(x$^H}_QJ4TOrYvh29vIa
zQehy_T8}B^UxOTC=_oT|Xx0c&V%iqqY{mc2F_MPb?Lq0PVIWlOwg?9>!mn*0G9Afn
z*cFWaKTQ~B?@}B2`BcTQ#!u@<r3{O9Ik?DJNe1flAO81=5BR9|E1uKMxf22VtK${k
zE0vkQtb8p!ejFgigq6l9BS}KBscR#Sm2_l6>fsY_?@DTmAelhVKqkDBIQ!o*Y=GIH
zpzx~#t5AXPRPk0cQsc9kaewxYIneSIOc`Eu?InOn&OuDGOyJS8BU}u2iQGoF7N!17
zW@TS!B>M<2KRP|%5M_Mwnu5=$P#PDpsWWz-Eyr|VnkS!0H1g_Hi4`;%Gs&{@Jz3;6
zk6!QBY!7!mLh<d}yE8U3>iEmXVVBm>e<Dr>Dfj@k$;I#8X)tLNg`P~%JafzYz1zgr
zQ}zA)x);|Cu%KxvJX`)qpg!29>giGXCo4o)+wYYorjfQZR?ukhMRiH^3sYZ|(~E$%
zQ3>TtA9`{d+ggRt@0E7U_&B?tYXH(oK%BI&AD6Dy>b}m>R3k?2e6jg6(;?Y6qG*-L
z=C@E~wft)9OeDSSkSONK)wJr_c>mEeC!dl?#LeFP>-@ZT26^xNSeP~az+u{%kU)IN
z*?+q0;B?26(;U<|q-7@3jDaFDDSxK#jK*&n5p8a6X=b(r(jjxbqTG5G+xd5yx7@`N
z9S`Y_U|Y1C2&01?U{Y0ffrTT`sOlwv!Re@2X^>!}u-#%_mK^0*EbD}5XM4SYT9O#Q
z@p;%h>;w^wQ$Pa*f4MVsbtWW+#+xsxmIn^<9riiw5!P-`6%MsApat#U(w%J#*cssM
z?>Fi0h;v0$AXY}{e50;Yr`@~6N@2`+5u{@fFEkvP#bziL_WL{D982RjJxllhdJ#Tg
zp9lqn6%bCS;hZC7#hW{L7#yHmYdT?U4vrt-O39K%^x9Dbg#?Z98@UkeH{Dy_nAweZ
z)bwo{4-}dkB*?uHZEaGuv=R_71LTUB!Y?!I-7epG@f(ou$;OPAzuG%|wZG1E6Wl65
zPU`FciX75Z*ra;WBzw}%_Cy#8^<;&<le=wt@3yI4sv+u|=od{KR~r(pK@Wloyt}p+
zUvPgDl1WuFXP`Kgy#+R+n%3Xthg|`&7kw78T)w$`bgzCg+E7bVjZ0R~NK)VtP-ExN
zSmRY$<bR}fs&e{NnG5e{AGFK8;wSS_A+OeMbs%sjON@Z=262f}xR48Wk*JX$hMxC&
zYn!suYuYzG3f2+Hlc-7D8)nq9oa4H#SK~%98mUVqkQ14ej+y73ZWP#kzp<a=A-p@h
zReltHh$x{LXl!m)8D^Qh&$@OxOKP($Y>lUS>N)Kn%x~kTh7>P5*V)ODRh=G^O|CC2
z?P#o`W}}WWs&#2Kxw_7iaFvgW6_zDA8tb8zsUfiv_0A*mx2wwfFw+<aC*U~qaOg|~
z?ekxJF2On9Ut#!WVMdzGOb3^Lbs>6H#~>|-uv;^yL`GQK&Lpl2{4MlO*Q#PlIsnD(
z&(M5g4r@xV(ohqK)+v$QTJ$aYTnkz)F6b`C6ABT5&cafj&*)r-YQtp|?+$Xbvcm<5
zT3lg^c@jclGmOwy6D>Yu<OQB<+Gsv%jxpMki2(^W09D5K^XaW<9gG;m_~6hFATr{0
zUnmf=&m~&{)l`^t<eQ|TcUbgU>u2BaSY__Cco2LKe7U;zZ#_!ssBvW-r|&;!C4t34
zBt5m{iV{R@#0@2cpJ@vJ3sQw?wtnp())(p$7u2{HRH^975xI*~3lAE9-k!pwa8m6Z
z9?_f-Mum4|jZ@y>6m-!!T%q^zBljHGrfJK@wn0lRm$s)Yvi3ILG^#t`dGxg?J1caz
z#-_^&ffl2nzN&M()#<n9bxpT(?3dX)+4%YQ5aSHfEs}rcGmiAkhYMGPT3f9KFztG5
zB4reZZ*^htXCq-ag=(#3+Dq+-&9zOwc#4yo`-$@|!e1aT`=MAZT~XU1%zuNQ-_N0x
zy9WgiMt5;UCHjpEp0>M%*&lf!Yvq<TB2lU#csBVi5qj~iIKrIEPV*-zy<Es6Hv1{g
zX|wO{l#O!Jz%Xh3OIg$K9Jxk(CT6u{*tDYf%uyrz%8B{sMXUIAk1KhTOs0+8(m1ut
zl*%lepP2rkWzH;uc6;jhs@-;ceI7ezQP%&r)o!9C`K@K3fmqE)b{+S;E5koqT_;2H
zZOJ`Za=aQD7UP*o<3hY<Y&+K`GX{fo@8h!WTHeE~^`-B7rtJG<Y<s0`du46Er{FPb
zVj24Y#HVbt8|PiQGui5ZpyYh5v0EQG^BAbzjjlcY&%It1pjvYoAiLv;w9Ek6RNA)|
zB|h!&41b(>;rg~qu}l^9G&A;fpT+f+{DM8xpGN^h41T{{8XiCzTp>Rdr%|C7L9RI{
zG0l|U+LJVq@fv@}ufVA_%h9!XMP)Q>hmB!O7_J=H3_C`#oB;B_0MPMJqZZ(aAl`&M
z97l{o@K}2MJmNDIPu%$zG)aO908x5$^Ja<f{#-5&4TU6sCb!rWleHXH3QF+R*j+M^
zR+pTB<9M^OjRLzt3(&2oyp;&66b|UQo`9SZfKKT|NWeNEM@Czqkwtt@R<GpbGk1pX
zV@f*M4D;#!dWM{WaXMrY2-$Cf`N%Zc_s9eS0R5`;ZQtd(zsSMiKnYll{ug?!jm{9e
z(s%tWB$Pi`i@~=20;#1sa6ldhH1lp$I<}^e`@92G8jr`sPgE|YWUdq`^n4pZ#EPCx
z%XaCF^wz;y0`Xeh!Yu^}q%9Wxj6A^{_)3|+4cJVjzHEaQJ!X;7EYTEP?i96T5;Mn1
z#dbOarQ9YRP{SYrV(#7(2aX~0oFv}ECHUo=CGSsjS%H|#Q0D8%-|v^27hHf|kSa1K
z{zTIg1gvSQ^TQ}2B_OBhh}fymx`$w8pDclhzLsD*(HZln#&K(a`-zVnr)rU*ig18K
zuOp!tYe~b~LkEa^w=H_gi!J8H3%)koOr?8TCe8cr30&~@3=U|#<kQ^7rJCB-#bqXa
ztQHqO5`6bZl$n^KKT9b8Q&PZgy7@sEz9Vu`n_NhRuAo#WQ5`e9OQ^ns$xIO7Loo(=
ziB0BNRAbmSECZ*dYkxL2I2;O*K{wW@Z^=p^EwI1~n?l|noU1aV(#hh`-w->1*=PHc
zK2M7=WDQjPPG!u1qUfmu0gKlC0R$T#Xy?j@Q+Doof$z)wDimDLU3hd}#8E+eOeoKN
z=XymBE>6(mnd__9r^54erHag-<?Bnonq_)NO1WYEp6iwLWeFySQf+-ks3bfL=_T?+
zYx**aCLUR&z)lFumL<T;=8>}~E>$X423<lQ3N<ew18L?nRGFFkKw!c<E@!FBsZ0)F
zi^T^M^ZpiBb5}p}!n?lPUde*tE9~4&&2$m}+GPde5zihJF8h@@-$|*J;IO>>IWsC(
z<9__f?MFI#3A#*!ozE_uzE*xt&%5(lnclOq2&VH4+k?m6ru}!%95_kr-94@Ce}VJ3
zjN`ccB|KPPK&CfC`dcPphWDogZ)|d5EBQI6qH(2Go6gAvA=duKmm2+Q|5i<W17!r7
z6Hv-b_=}@O)fX7TKZY-BJum2e`TA(lpZ>?gm?;~ow#CT~!1^0`Pm3Ck4lBPpr}t#3
z+WO>6Z|L6MubADHd3u%iJLYmIE+vLFBZ^HKHIGP*WwkV9X-HrXlEEAvmK99><f{K2
zxLWw)4^GW{d%}BSBW5>9;mJbZWop+;=Z*hZ#|iV7sS}S#Rbx9_p2J;>M!1V3Pn~m4
z+9;KXBg?6c`?Nbi#)nZ|ak%#%efya|LD~Q9<21jSVFMc!_P-6b`^uP3*`*!MFqvZm
zn`$>tDmpfbWP<`8@|V}{3Vk`qH<+>uKTGkvw?*t>##lFokY;Ab4@@Z7tu|3vTndRH
z!jA6%5giI}5nr>G@Xu^x*1$`T0Xl39_@m+5Rm-B22GoGG;$X*TUrFEB#P@(e0d|*-
z*Ep9BDZU|0hFV7=res@d5v8lDNmJspJ`|wykg74j1gP%dsbKQog|7yR5@1Y!x!i&Y
zBYkjD*XDLV6^~t?Lzk34R`%N*$Z81i)hKlx+qbc*T7yvS8y>^dsE%WItk7y`;Fs=n
z0DI@T_F5I7iVUvK#^ofm0Cj978)S=cebatd+skx>8d6*&Qhjd4HmtZ|4)+~1z*{x6
zr1@HkF9R2{^F5v9fEs<AQa&>`RR3r-_uyLa33rP3kMyyLfhnEC@RPPQ@00Z7IL%Wt
z!UVgd;4f{RE1#*f6_-Z;BM8hq!LV9fDrY7uNVWoL?IAX67>IGSguRaX(N1?pCY=9_
z)&E_5|DBjmsk%@d<d6B|^&?g$h)lC`6noKh#gisgE%70jZ~>;3Y?8brv=u>U=+*LQ
z`0>=g>&vi5gu@Pj-Dwk<{@MLSXQxtr)5+=K7`K|M)DlOb&u&8ckhLxnPrbnyM9$+3
zH{h?qQd3}z&O^JBesY|Nv9?r^)LA(oFxHA5t_m-7M>N!H_}tU$o-G;(*T~(0waSlN
zkyGwEdzHi7Oe*>3eG9tt<~rw#!=0^TdaJo!mU1O)X2)H6nW!3{a6T<TJtbizS<qKi
z>eQ#oQy+1WXDA}(FL~xukwwugNeuU|Xf_7QdpN&>Ax;Rrx+VNn^pr>Oi187M4GC26
zw!t(fz~O7IHBE%&Kw5c@P=<#<TX{A(gj*ElW8fByp1BO7%)Z#N@W(m0j$>BsR#16?
zNYQ}i&4WLn!NdnT8<&}K9eJ>ah(xh~ua0R}z>6-0F`uaL3i=Hcj{N@U!m?-wsCTsh
z?x;o_4Sfp|F6^VViO#@n`gm@7O+Qsr&3gpxtTj2DZvR$4VD-pzKzTDzaJ3ZD`kf6P
zmi@9Y`(?}v5X!|8e<x)m6$#fA3S%$klBhAbQUCVugQrQw(!>2i(r6|KD_Q4eV&$dN
zOMcey=w@JC1yNpbmP*KL8Ku%=eMb-5!Bp~FO6XiU{Z%^pFNE+f1)=))PCF*PjZJcj
zc7TTg)K4p=nDAxLFzw@wk(%x_xo@gCt^^H&$Q7h2eLTj>T-nN8-PGK_ad+wR)kBx-
zKTWj$!%c2wiLtJ!oH4qa`Kf>Pli`NUfBfD5sU~w^P6?^83o5R0sw{#EFpkP;!7>+t
z&z~_a_hO$s<=sPUcEx2q?4rOf4PoM{e!1`2MNEH@S8oZ!$q1kJd-iP(RfKCZ));RH
zv)cns)J^s)lMH>CboVTN9TL~@$u-DwJ$ySs_V2|QyM^mr>I#OKSHVR<)T8kbMR6cU
zHcs?E_VC0#H*{P4N8j@X&uQJ8y@Xp=d+C1R@p+%9dv*#N(NUAXyfBSh+<~D>Sjgcc
zpUDscjOz**{({K%?EuCTxmE8GWc_MbWbeM+Y#|N)rk;-y#!u^>pAqUg2{?ZZJ>9Cv
z6e@<~Er2YH_THv<<D)*6;c#tw8p#coAJ%=#WsO{|&Yetj?~pk{NcEC!e6W5}2+C#1
zG>H$5EC`(j%W1trbv-mo7{EwKM;m5fbIzgH9*qISz9Ddf!8<YCMwT>qAPBZR%Ln-m
z<chEV@Z5z)NHn!R!$m{6!`{hkA&LOs+M5Y{sUrApy?=L_AXo&cLE0`oeg2=Q2of-X
zJwdwmp4`Z+g*x@#CpGD%l$Jo^P$02Aux=zUeIPJDKeeJfwc<@GcRvdV`)k3ZSP5RN
zQnq(DA`?c}W8h)`Y%8S#aOgfJWy2rji6sfTg}mCM(DrW#9KkMFQc7C3F-5$PSpB%V
zEeEz5PcGWnY^-4{@*aZr;lgx3C=6OSp4_l{NvF&JbN1<?`*Q5KM07>y556fIzd`lu
zd9#IB0G(d`J@1cEDQ&U4K~_iUr8RrmT^NO4g7Es-5{=Y^+b>M>BWd!-zX;~8q`xD~
z%qtIhtZG2jcN)rPuC4df<d^CWx7b(je&B=F``FG+uD>f~7YZN!!FtnpFVp|==L6Ia
zg70GAMEdIS-ReJY){hR-3@Em#Tgj~>N*8n{_4jdNMmtW4i(~BT9z>ZbwwuU9bby-v
zk$K!|A^I>~Yg;Ll>lP*FW<3WwVAS|X0QF_()YgRu-%Tf9k4?^6P0prICJ0Q<uGqeI
zwS9e4e&(hz<sM?#V7*U9`h&!~Kd%R8LPM24lw`+`WhRdq^*sE5W~!5Vck=d`(%-)H
zUC)$V&x~E4v|X>%?I)S$%<mOj@5i`Uie;HS?`#NvBTV*|PNoev#Y8v9seXP$(OLlH
z1RQUoYyrxNU1QXmI(1C`NEK{x{Pc@*t(Q=IAf+po|EoJcDDh|Tx*|pRC#~&I%i;&x
z=ufOCI=PmqD<a>_BB#fFLz_i@k6s#_F^SZ8(Y&ehc}n1<O)D?NlgQ3@yq~|nW-5XQ
zwA%i<#VR2OXCkZ&{YS@}C1OWL*s0Agnt{bcof``W(pXAM$8!nL)j%uQN?5#hLT5os
z+a@mwB)0ZvJgYeU;|_U!NZ}MRvn8z-H&pIn_@p5)LR$eBZ7HXH2o^~{)AQ$e+xkSv
zrlOCGwSa%tu%Dqzfyr6!B33r(tX7*<VM1>9^1y?yz%z&RyEhBU7KBzIf^HRTmn^Ll
zOz3H$tx=WOI4wSXwBRTY*wD`i%07x}`N9hU=C~CcQd|-Wysd&Dcu_miFyS?@5xn*Z
zm!t!!`hRiYs7$0ff3)YKPgIaJAp89D&29{0i#b50h#uOjUVJob)(vs}MKT{*r%|`_
z8?XqNe0nU;7;^p8S5e@m1v(zfq(2hh_C0%ic*UAc;DaGp$y_ant_L{xUBLL$($^}v
zbyH|>ho;Ds|7{WD)<@<YHQ^T@V?(0&x<$a^Kh&rl3Yz!w&_<oK!S*LQXGz461<9uO
zk_92a6{7_Vuk$}RST{xwT%RMB^jX>|#Lp!ZpTU2KKZ8>(O#l<0tb8-h@SkfLu>HFT
zUKb|QoI^lsLP$i%1`2EzRdn<26b;Z4uBInqhvr()z>e%98JwF7{Ul7I4l-1eb`X14
zK2v873b}F0H}@U{d~?mL@W=p~>PsOoM`1p42r5ArzKR<-KxCqfz;t#YD7$y>&*t;+
z7I_{bJUFLKe)oh9AUW@-BjDW!;)t_2zGIN&j1E?Yy<sXjr0rwpByWDXHP!HaGFH!j
zJ!2&pSF+M{tVS6O+K$<OKc#dNV`t;_M%-88%weF{kf)EQU8FHFTQA@8`w}40W-Y@@
zEambNm}Ra?&uQz|So;`?s7v!EeWjQ1(u&VONQq0uF`^I8Yl_FtMfNIMEHK$1RU*O8
zRMbE&?C#ev{u^4gW^v1%#_`qf^{XXPP<&pr?AkLRtXcshKI?`?Uc1i25*p83Hb*{N
zBNH~HS-nuhT(UzuM<_06Md{k)Er)8PxBe{r9=!JGchTFp#?RgOf{~f}x23J0uPS%K
zgUaU>Vw5%lRh-IJyZ!F7i6B$y^akUwbM`{eIm0J6a8I^JSLa%+C2;`hcV|fBoqm%$
zKD`DK>f%d@b{<8wKP`8-I3fXnA8HyHC5`>~Pu>@p@=3Cua7$WRD8%%@ZE<U{S$+3n
z{lFM0z486j{v}G~hZ!ZCJ^3fUPTn^x9CFSZ4=1aCArU|K=y6z_zr$lHDkmP+*TL|u
zgQ0a>+j{fb4brRKrF6Z7ESYbCHLBEDg~Qi{3&j(%RE-hF?HNK8UhO3TWz0H}DO~Ft
zyfnFsmX3^~1pIMcf1%BMxxZ_%R#R9t$T{av8^sj0n;BTV*j_jBZ6m||EoEjRYvJJ7
zDA2QVt<N5|du3c;jTW-?_b%00fu2sVl?;!*?I4Yo`xc11w+@2p8?9_e`@aX3;(kg1
zBdTpjAgrd0bn>cWL+<}Ly6$+W|3A*%acABcp~9V&y=8NE2vIT`_KK7(EAyN!L}iAo
zq;JZIWbeI0MfRq`Aso)#@6+!e<&S!t^SSr?`FcK|ujf-bG;piqICH&Kn7Guqmc4re
zs6xvo$9<MWxSe+j663<NegjrEr46JeFZd_|&kS&*-gM{iHlXYW^9_6&*Zy*s8L;(a
z#mE8-?HD2AUPLW4o)=H_t^q%N--d1q+?i}#MAF`h#658-INUuKCO>{lbBdhbbR||i
zJ9RO-ZBs6pry2Z4N$uh(@~IZ-<u_iw#|f5wnJTI<cMrhwG2a-tz}6V(wQvG#Yj3Mk
z2z4rZ@Dwu&m2^H}-FOldnoox2;p|KA0TNKSzFxG+F97Smr2zpuyN=^%1W$VlvrC{5
z<4B3-W(@6y?KI~*TIuTgdn<1*&4+ia^#m$~8?hA5EKHB70L@8%UnJYkd)2|U0Ihod
z0WKk@xocIs!`{nt`&rI&wsSb)Vc`tzG1unrVF<0QxmUZp&|v;FI&1S<=n&&kjL+b-
z9t*jLiPRYkYTr(}zf$CRFL-WVq26Lnvh&NBMsA<#@y+Cqq&Of`lxFt1?an3;)GTv2
zGW^j55<3jPEFJ?r`@n~vBD&Qlw~juY=ksjB-aiMTd@uy<u_FIPR$T_Y*v$UIM_MRQ
z`3}r{j>X#}q|HAors`%$nA;+g+tAhD1#VVR6&_46A3T|wKV4m2{+_z#!N;JcC8f?H
z_XX`Ya>a38G#Ja?`r$^yYF=<R`rOsK$CYaZnXw|z@j~u_*?6hxM30%-NXeDM(yl<^
z-Ws863PQ2pfkK8*j6<$hK$5EDxPayj7M4{GF4QEk?n$tU*j$il%r*czPQulMy4nC~
z7$pe|AqZx?fXth>=V0cJwh`#%AzoNgL*>#G_)EtL@DTkG3fcD2?a{RQswr>|?>LW3
z)~!UYfpHW**oO)Fcpy4#47~_r?3`-5@aK(UfZXNA;o&B8wM$WZ@HmePh|5-aL1Viy
z7?M34ODNzB<~xK}uAU-+h>=a?Lm1wB5laJs=-Df)Xwh_?rtU+bOzb)znBb%+K>LZx
zODX;+-2-U7(M&b}Y&v{5+P&#BmGv6xb+4bu%3*W0vNolRj{FP{GMru00AmK{A~m^C
zq_0s>$5&zUi~1~F*M71K@|}e;mc|Yg?g2z@Z|*=mkTCOm=ovasyVPFri08Wc%giZw
z|1I^L6naN0b{&TSW0QgUqRFM@8Wy0lUGcuqmUWMzT-}W{r?DFuPFg?*`#<Im0dUM|
zYr`2AhPWkF?JVVNOjS)n-QQF`mT5h`Ve1j-85R;?Xn5Dkrf2JE&HVCewMv3^|DJ$}
z><Zq*>{Yyl^Hh`a-$*k8=rpb^eeUO49<}()I~U-}&An1g#%C!g{|90FcAimts;%En
z#J$4Fn7prE_xf`R-{aow%>PY-AHe_ce7;Djv@rxSYPazUr#1+9EqRaywzC$OkUpFj
zg!684Se~gmriAfUrMQ>zddr6o9DfTT&sV74pS$a^b9M>0)A_@5-!`n~Uhxbm@dR3K
zgST4hqka|rnMmFD@`%43-r!PR2=wD!#h@qAo9xjoWA<?m+Z32OA7U*q8PgIT-I<Mb
zF+&nbR0Oy}Zlp}TBaaOHt1yCHOUCA37{t0G&{%fmdrS5AmN)ELdZ@pv;3)nAp2##U
z1dW3}3V=ElCgPXCAUwI9Rm%!>+ePxW3@pm19Tg?>mlRb}G+{dLKnDSp+UM4!{bB=(
z_^`ANz%D(<@(M?hr6KkL5$Z;kjlYn80N0bWF=$5v3$gMpA0nofVGw}V_wJkS7@T*^
zukV&(Izs~MEaUX?%GI5+4}JrLELF7z`9TP22-uIi3S^dQEIo=PW1VZw9@UyT)M`Jd
z)po7r0r+}F{B#d66;!AYq4E<K5V<&+8E1zh2m~O=V9PGY@CMH~yYtR4o!-_sT;1qb
z$@3MhzX&Fk2<>Ob<Hap?)`9vS!|kf);4t*u|3hY|=_2@cotB=}UE(c@mb()LuKquw
z2YmjEEz8f+<~PPf0`;CF4FcDa&!fUmz=x~^#U4pQVAt~Ek%!hyXNx2D{r6HuNuPpG
zP9@D-YtLKI`N&i6@YQODVt_{q3*MR3D|K7&5FuGv{K`KlTDZXwEbw(VnQK>xfA;!z
zRAf>!)e$O8d~ACdvvnE&=?B=kf@Xm7E}eoEr-ViP5khY<w0Mp_5(HAdtVnM%iEm4Z
zv8BX@QsS$)hu^fHe6#VswibMS>r;`prKz&i0FPAPlLNUki|o0e|F&x;0}Nc{sh>|9
z^=)5a4`4Gm^AYm0UXxkcQC`B*LGlrRZd@e#`C*5Z@_IiqAn@XC<-By2fI)7f>p{b&
zws|>WKydCQ?r3VC_omACL~X><%hSbvhy`NP<0=QtZm)@!@4vVmTz@CnQ2g7z7}7aC
zKP0_Xm=7`k4e$CFj(7b@G5+=YpMAWPedHJm#uSaoe(#nV*z*?IH7?l3E_6bh;5*0a
zKqWj%2?Xr$5TP&5>A#~zj(BeGpx>x_oByYWs-uV9ibMi7*ti5>*#o8~d@F?W|7g?j
zJNknV!eHj=8k}F6SDvIb>^l+ThkfF}5<N9z)D<fRWC8$iKO+T8gLQ<j$e^UcnWd<W
z$}KrzAA`-StrL;vOPFCWKXl<{+$6S=+)jNS)f(jy5tSUCs*Rv26p!=<+ygvZAbhn<
zZc*2WEb9;RXP7?79-<zF1qRNRP~)dB4qp@@w$7kb|9oa$G`zH%$TUY|SsGX8stUdA
z@0U-J15sDk_%xl{e-&fh=(<=wEBr9j+UsQbY}EokjVq$MaHFM-3=M$j7PfwBy9a#i
ztTMoG6#`sL<DaT4m!`!XUC3$zd;XiR|KJ73lfkD7^u`DohGMzC%P<`ek*+UNjK6>Y
zM+F_CHVcHgBObI$1>t{p;erlqRgmc~x~n6C(Zeta=UXGq3M)b>lf3zRcAau5|2^?=
zF*Ob}fStxA#p8$G@e$zDvc>g2D?xNGPp$*z8A#8KLLiMYX8HCrfE0{a;!Ny*)bMY8
z(H^23^xeO&>PBDkzJws+TfH&xCR2-}^nreQE2{`B$OPsO7=hAQD8|DlaY~K905=dj
z<U{LRGB>CJ<xTFk$ijWqUAF@Y14mlx<foJWt-968P_4o3q=2@mAY$1XOJC+-v0b@+
zOGg9%%}>Wwfo>LLMsKU_r88HDzk?@B((ABr<%&-DF)X~zY`$|7sR?w5)*e)7czF3M
zwvL;gIeJXLbPmcq7+)WE>|NFxjXlX{Cb&+B<fxY%iuoj4n+vVoGq4$)vmSI1T|>U4
zLpjT}n`9T<?vc*eOLQua5u`D_2kVOiEhFt?Xi-3KqcJ5_2q^aTgV3@o!{pwO{FK5k
z^+Br`1heTv<2fQ(fvBv<vvZGUg;d1imGy)M@S-vX4z*gT#fuvvCo%{83)<$ZLQ>!A
zcn)6PbG>sFE3@5ECN#crJGWL%boGX1m;K#8`nJnDCYPEjT+2y)T6fyDZhm$2kX_aC
z|7v~b>y2yew=L$MT$f^vCjo7OF1}`GzNRP_U(<pU2N_{!5hZ^?>97x|`|p)QY9+i1
zi@ZzTu0B4ma!bCTWcA)F|3g^A$DL`jUc1eQ#G5V?hNU@nJ39aN8ly4lKP+zTbuwt6
zkgsqv3;X-iY^}e&PUf=LGedH0f0g65{N@sc#q&Kxnr-rMYyi+4Lrb`HNeIRj<Kh`!
zr7+m)!)%P`TVL_|$}8<nFDGS+9oTv(pWb!*W_L@e1)SyZ=D4`OU2UQhnUAbjli#Ns
zKJm@J0S}YA`owEl0s#{N*DH;O1lC=Kb?Je50#h+HEk7pqjW~&MwC3c%z=_6Y$=&08
zlK0|d9v=!}Tsa12Q_#%&MG1XC7_4_lRa}rr#x=?v&UGKi(5y6yA1v556NY~+|0vr;
zw$wMo17KZpcrC_D8bI;OvtPu07d{Tj5!>J3xC9QQ0kbD4gjTcr-`II2c=uW00#7dx
zGXlSlLNe|FsEqqQR@fpJL?H0~7Xk30%fP%E!TtB2R>R6hUivVCZW^B^xVs&uujq|t
zt{tw+kom4}^GdLVFj$u`t81<Rp#Z`HGN~9YBDDJB6oo(x7|KW{frAbk_ec!Iu}i|X
zeJn5m=~moNi$BTNAR4{NhGx=*Om=mTr2}!lp3c|bzb~BlV>{}@f_Tt7!#*;ziiby?
zZ&g21@3>)Za?W}AaTuj?&#P<G<p-etrm79EW(O88BsQjMDlY2jk}B&P6HlQHHT)^u
zbu2ryO!t)i35Z?gDZ)qUO%6W;YTSz3IbcF=8!o=w7D?aS|H5s4uyXxN<xWQZ1G?fA
z+n2300NXy^73C6E(%A{LrOG)lshi{6PlRndUd!3182Ki*c(YsXdVe85;8H}lNhBnv
zcSMC9aT4I|nO|t_YM5<nnQcEY+g9p=s`N>n<9F3DVLn!ECEL{Z-r*uR;(-<0O=QiF
zkFsUo@nzrJ%dE7i(AL)|h+rS9&HbaX?z}>V#_NC`{Rl1b)c+j*L+ev{oQqB3NCRu8
zzo=-4%2hW$4c{vQ_r(M}6f~Ssl2uAVwHhk#RYX51%GRl4t=M;S*vhV_{Jmj+9+kpE
z@rG^K0oz|+qDF>DiJc=)wMX`&jP}9I`(X7=+}H`!k_<!)T_JV;1o$3%_!y~es1=ZL
z0Z{Z4dVV1m17P8wl(tjo<*;p3<UW*jDLiVBMZJ=UZ-v96%RvB`0^%BZJBM3Q;{2CG
zq#Q4+^`NIT-{4Y_wK1r086Z+-I}M<Sn(`yXfYTxkNQ%@({VlcUI)tm|MivHGM<MO`
zX)mY2n?7Sn5oGNBMI>`E&O1_+D_|1|>H3%FR{m8EFqd-U+lkO?wH5S0n%O^dWOpT$
z=a;X<Yz4nufvReyqGFw<W{s?DlZwi|j=^NV!n+765X+C}7Z$Sf#$q7+g-S|=yZRj$
z^=&~SK-^b@RJ@iT;vGsEhE?u*=yU1%sk!WZz8=Hz-b7ipF}-`avKB97X&^-qI>>39
z=`UoR4<Px7yp|HZC@pna^aF<C4Iy>znN1H5XD=dE2Pc9PUz}C5LSHV&3f%Ac{M_tU
zyv4Pt+;}21r=TQk6M2`B1U}<+I6Chj=sl)!`R`29QrkYZ5eQ_$p^=-bdGko~qg_In
z$Pel8tLHcf{BK2^`-%3P;gd|VBbnM2)0aY5oW{$qOFs7arS$GtWL&NA`h56E8XEHj
z{F={s4~&52;Uc79r_)dyvfCN-WfYyFf95X-qvqe}zu*_4OU0pN&Atp$^sXC`G)Jr$
zZn*h#_SlBvvQ(;Z{KF%5zIuiHHq!H;^$pH^koDn0BDQfb9SDxLs_cILXLsQ;H-F=_
zU>g_nist4bE9>msoK_?a?2>g9n*!b5hdlp4jh3C~b7Av+2Or<>ync<<dNJoq-UuA=
zpSx!=F)?8}q2YHg?6ids$28)YgsH58-nGGH2jEeAHzq3}d(Z6+F3Tv)X#G~iCQ+RV
zrS{M}IiP4Ht81LtYMh$W?NvL`#_Z9&7qRxzupU@s`4|CQhyrFG>Wgm^xE5jUu#)=-
z23UMg0TCL2pbfwSfAaKqPzk`Uz`%R(yT2R^uPz~J6$KD?pL%woMPw)#ei;M^Ybs-8
zWnd{Gl!ZemS)#6*KQ*!dJjQq2*7^zX3xYIY3yd)d{3$|4j{^~ni-0jE0pDxCy2!~d
z^N@_M7NTIT*>e%&gpDDwC)A6`$@Mc?O69E)0(?E7<7^+E!Ewv-6%z8ky(2US#wb9>
zV^J~``<Bsx(2Df>xpOBsXCtTk&Yp;iqeAn{9DOHvSffT|+}UviHu||9WJbE9?%BEy
zgA<O_TJ$XBkulg29H%D{xIw{u?|!1^{{GKYzxIY5mj|IX?B;DG`%ateuiWWRZhbXg
z9>=7pn5+BZRD8X+2e=%3^Z63OF;ifHCl5BrBrvn+yg%~mx^3}7J`ST#`%S4XNGVyd
zt?qL6tL$w3rWl_I>>`c80Es#f{UXIYDx^AQ?WN-P+1}&9Tq56NpMWREzIO*!6P}9C
zl`g!xbUN5U{9(w3mQJQ9e>*!L+o~A3O<B>I&o^X64{M&97!aU7;Yb}fbi`1i%!yuM
zd??kQrA}0T9CjHF6554cUtoCAd|5C=&G_g_7JAcJ8mezc$W-4D4)4)R8ba0-<y`v8
z^m((v^2yCL|2u0z7F$(?-mM~mHktJw`g8BSiF6jFG)1?fmWC7Ss~ty@vg9S#Z(LV4
zGaX4w3Sk!9$TK61^3j73upbxm&OUtE$c2B3pdvfa9>CdLk4;K`SI*Yo+L`6^b$w26
zWB|x>pNHrM>kXJ6|7TivS9JD$+Rh!Z6tU0u(sj*CF5G$4eJ27#?0bLCewF;|6%`W-
zakY;I#D@S}j2N?3!#((arpG#kz8};mSq#D*{j$*;h{cDy_i;KdyHr4Y`(wQF2TevP
zgucOxP@hd05iP@kU<WO=@v(4OmQy8c=pbNM^$I}5c9R0XXcS`?`XPdX;X_cNF+6YI
zowT9r$}s9mLa=tY1Q`!s;$)}TqmVEfY7&s@PJ|M0gmqTn>D?Np4kCI#mjNy94Ei6h
z)t|BK&5>w4gI&I0?jf{zBI9SR+m9To55P=l<Nr7mPEdqE&>S=x^9<omfp(x_b$HOT
z=Q7M#M7+HiLlp7>29;afl*`8eHkCn8A`mbjim6Y8h@a9F#0oRsm8<i4-z};m=JVbl
z_bsbS#0*-I1O=k2@F;djnsMm~l!gFzj>f?bz~n;yp-e4QWKH)Xh^0VFKT6tMRUb&p
z0e(6nO(&W?>HwUG6B!q00H>XV(+g0b7rMNkJcltlQR7!*L|_sHs88P(b@=*!TxSSd
zjliV+zIvy99)q2XCQfSc>t;z;A|TN+#t3Bw@MWw$nff9&`g4z#s_xiUR$Imjbp%EM
z*$LCBK{}JY)eAHfD+OM6qu=n69Rz`JPeBk^0`*|Oord41g$fb>rn_kMK$+6fhGw4w
zCTU$_+<OWA_Nhofgg_c`fY|pQ-`{eRyx>)fr)Y1h<@xXWzkbr%$V-F*FLg405qblQ
zpg<RqWYx*jV-_%wcye0_AW(<$&OKX@`_kb*htSqpbzl&pBLYK3Y12ZrF@v;ZrEbhw
zp#uZ`_ebO+k>R#nF>!wr4myv`&J_S!|D^OJ4#(_&UQ%(svXc>L`P)w8&WZJ%rO!n}
zpFc#aI8n36A=cqAot%oIivox)P?6=jNz9#u6DUxA=fvBFPV1XZbl!pC+X!GSloKi%
z!`_#mZo(ZqD}Qe%Ti|%;ZHF|95=lf;ftKiCkRp@_pIW>EAtqIOgvMNhih!c|@-j4!
zf5FORQBrTbpPs6T`jHTgrB9)e^{S-QUON9w9LCure%-0AT$a_*jKo4pW!FsO)p*XM
zW|P`v{Hn@2z0vmGlRc+?UF{Ry``slyPZOCg{1zU(``a+nHIef@y^HvMse$j6#7{j8
z@;&<#di&#;;`)Ngs@ciC*~xy=Ur_>1Bv!M3c5NW?@aJ;!>EjNx`b5BTy}U30?4Qt`
zpcSGhoxhC(l%hDh2IrEc1C*K~4jsK#2E!oX55w-i*&bf{t`uj~Dm%6xY`5}TqtsT#
z>`cq-q*|Ch|NT%s^9g5t0w;ok`1}G<#m!m!3gN?dvbpv*%c?#BaKW3VACLTJ8i6E(
z>Mxvsw0m|K3XbmV=n70UTgcBpT_R1UY?Owp;&ytw`;nYi!gDX5`2_s!y%?`^@zlqa
z04+fEjD{=yJdo5ywQPD_<3K>dm1jsnlt(}!4!7#TH~kHzmBn{dN!SIrJa`J^_;*Ck
z9Fr@+foS!RAO)PL1Io~cS#4O?uV(SGV<|ADa(|Ha;Yp_9V5_zD=^BUtPi!rhCN(Ig
z)Tka`W(DjmzcLRtFtiLXLZq_SD;)M>&JbgJ4~i1E)v{YU3Zf7s<71J=!QDE-RsiNh
z>-_}Q>S*L}z?}&Yune%f2_4cRlsHA;9W@r;!x1aL>}~J#Y|Q*B&lR(KH?%u?-7{W~
z3{RMUkND4cW9bSDK|}eOk=`?9%>>{sJVrm0L>*xvJ(}W|)qD*bHR5rV&P3>+0%sRb
z2RBd8`<@OSo(|5Q)c>)GP?i@4(e4Sz;+sXe$RxegFPAOCBeo`|#9K&jr3RCKZ}M~4
zy(ROlo#($&YOs=RmJI@;y3tuU%>7fiQ0UnaLXTNRG2o;byp4I3QZmeY8wdl4asTZ4
zODbeSLpqti5*7V%eR}VERySHEKJs(SRRQ2c<5p*+L_}Tj`S6C%VxPiIq0$z1YI9DM
zO&iu2YRrw?0?A-xBwq3|6sTnb^_qX>Cp6}7d^x#7T%xd2DqYzc+}VI-L3&-(T@Nrd
zK4PO?dYj?r6w=QbZ4Q8g&Z{#8Zi@Q%+#@TdqOEJ`X!e($dUQF@#2W^%a2{PNN5)&K
zaea10HV>d%)_DW5FP>Zn2z90NVB_^<!k-+yYOfwAJHx*E7rDNo8i5+}Au8f-eDe2I
z1^gv69-*$5i?2;>y?OUC!Ql>Fd-oo7y==?Y*Pqd_wXcZl`UO9jNl|58Kt_R5c5%+^
z*PB2TI2o^ndIw`%{)cxeX&^FiZaRKsJaCS)z<z>2XK4Eo2R+C#3T`T+gSm;KK&8Oy
zuoU;F&G!H9w58N2wPhq111v4l;VI@%8(P_sj30bSO(8^>BAh^baBhAeU6KY}IgHeQ
zeZ`=q?JWZE;=>^6k$4suJHAST62UJ6?0oHG{Zrde!uZke{3P(`6a`O!N80SePq06=
zoT!(~=to)X$%X6Y-ZnQj`|Aj?(J&`!YM2f^3eh`LMFY`7$*lx`S{`}Od$`th81;DN
zAtaIuEBK6EFc}2Gr-8KCAs-Wp(h~R!P%<FAVFwxkag5bPtsBVIZXoG545vxjOv}hm
zw`yIkUUja?)8BosuVEE`5*IzS_ikkalrr)}Pf~<`G$ck^Ev{Ud)@u}P9KMCP2ycx`
ztE#`*_B8pmE{dG9FP(*hG?G#}hmIcJFQ6Ea@np{W1N%LWUC-&ejh2_(qJPBWWbjDF
zDo#cc)deT$Uco9jo3hZ0#{AxnP#WVD{_sHd67g+?X~4HyT~yb3M$_D-{=ac{(yEr5
z4C?EB)03c?kLN7k8@IBe^RGStE8Zhqk<F=UJd`U{H)~%QEWUcRnh9=+_ju3=kErp;
z!QrLq10N<s2U@9AM=nvRxWBizW~D%>+@{yzf?Kqio7}=1(s<<Nc;6Ae8@;%t7##`g
zf<-UE7W{O!qcQdq@-mTBK#>X&%C8742|%>C+@@)>uNiY7uD~GMpmqX$<01vx(DB9|
zuy<UKq3^(ufV<;?xhR*}-FdU`s5uo{d_klPP(HGU!*C$_C=PuFS09#Ksw}cbjaZ6?
zR0V%Xn-M^mcA+a-VB%fqNiX140CCP}6a(xPPDBAXL2`&tUIN^n8h?%i*6#HWI+xbt
zw1(l-6ogYa!V05~l|YG*+ud7#y0?zI=XWHnBZrO*hW<o9sGT9A&8Mv_d8=yFlZa4;
zF0?TWGRFKMCz=HY(YIg9hMQ;aeo<I(Nmzu^dQH_kqL2}h_O!nLwI%X&NWe&htP&Ng
z5dGOsjy0SRCE|Gs5a5nDsca-MWHFg>So!acHDl^-^(5UXB46Zhi0W%YkB!lME9sBq
z$YK`x%kiz<&??aL;34Cd@SD@i7KvJh_H3}4FzO?{k|n4jr7dZ$TGQW-jQ7jSR`=EM
z@2bkU58?XbsOmeQ9!#Ub2MabQQwI$DA?c((-RzUQk9NCHTP}N7@93urI>>l?ox3E1
zQzxc&?d@pp`<AaWM>~JV>^OT`Y`LST({_7RTQz2g*9=b<-dAgiC!HzC?-#!*fZq>8
zE5AQM-N27aMTAn#Ky@_Z(PN48KN1(d8P3zCweX105SRR$|6FMP+fCJ<PZAm>CgdNn
zpi9`;h)b~sem0^_?+Fe3$4wG}t%AOdD1Vzw<qCt`jP6JwS)9p`6~bpjC)a|-MR!$M
z@^LP!+G{p7qo*n_Sx2JN)I?Wq4xGF+C>8xYSo7UOcSAPOOy)sYQv@z+Jjlp(w)akX
zF@0uujA7~QNlg;)(YFM8@2|YepnqQ}=4_NMw?UseTcWjOS?E`BJLtA446=-T-{kzQ
z<*6&~&edV`BqWH9SV&L%8SIY`H~v#LG-1%buW|F&b3wlZAZI&pO;^=Ni})<~SyW0?
z^GLhN2Gu_R!)U=3m-4PMEiOd_2$E&|1jW+R{{Io?Bq6E7$EZp6Lue5eN`wSz(s~hT
z{r_X807wa2M<PIb#-u16Aa(X$G|dU82uQn^Iw&#%*Y@~$sqT!56!8yKRa&3Zlv4wM
zJi<EF8e6jg{;#fX^Z8~f1KS7|MPP%GuvaFM?LI9*#VC$0Wa@g1cVu2YUwM<U(jt<$
z#2X1)1ue1HOHvkTmN)_J^CY4Ynyh?H;QBWM>?89n%SW-gujuR=?q-0;^{cPGkoe4%
z1*PJXOVcN?>P9n!)-EE&w893on+8!dz|`N|kcvWtKSm)_NlrB6$Cbe%u|o{8IM`in
z9&SGR!}p=MMdYdo1qA%8ZT7(ZF0F$_1(`}jcL>~EdR|T?OkW|9j<|?@C<Mb3%ra=+
z;UlS};|EY4{*~odx*8QHHy{Ju1oVZAV~Ch!)HD1Hm<nDfNK>pK^+8gq28g)vbGJ84
zdYz1+V!#8yfy`GYE?c9d!c9Wbju*wsJ>!S)3j|C2R*u1}_KdCy4XuGe&tbsUUy)#Z
z8%k@5bA|x_Ay!=;#YKU>!abqhuxpx(Kae)UlCSaU*kkBy5%y$)f!Xx$Qt^5Bity6n
zBb!BJgHhAM9XJaY3{S-g)A|SZhme}Ty~qb`TdmBW0aX8CC4Z%lvNY&BcN@|Zid;r!
zB%LF<h`>}Z27{PmF!Vj$qHVnK1xD>~@s%%`J>j<8c)NQ~6v%NGbN#%_;W0cnUeg>v
zS1Fh^J3q?(cWlJCTfvs|Zs@~cvqJ`dp)UiE75B|DCsrP?7WEWGQR6r1Cu`6Cd)4gB
zbje493oFv($}U0^1^BfjGD9-@sqt;3sL7A|zi9tGoCpflGlU>ZXSM#4#XEwSaqyaW
zOpt*?xoH;I6jojJ2{i-4z%EuIjPbV_SVRoz?!w2plO^tz^-YM<hu-cEzZ4%V+8t?k
z%~<6{g9PRdZ@~wc@!enPizmjHKl}%uxT<ripw}r|3?&xEwZT<<s$=>$2IYUa?kgH)
zSi8Nin>Y2Z{(PkCwtYD9`JR=l;;Z*kinq)2B&^ECEj~!SDwD_()z(F9JO!|E^%Z(~
zVS2gL{R!&u2twkP)(|>vUE<Da#W!{vRg-{^h5L66x2ru4M+0*K1Q%>+yQ^|eD`rI%
z{iLMyWbO6a%wQ}m{E0tRF4EEt`6$G#hKEip0`pg?_3I45Rd3EvGJP~(BIvE^uI}}o
z^rklqTe4->P0A9UL&ED`0JJ)EF)ry|+5Ws{!eU%&fD%<X;hX-CFN=rNsh#70;e*xa
z@}ct@xik5PLF=U@j|x!XmRY1n;iS^~s{99fxK|fX=tSau!RQ-*!{8QN0yc<fJR-hY
za*;#`TG$$eT3!SaXR6A*gdZ}**Yi11S1E*h0V#r83vHm~@eZ%c8@T2sfZ?-2A>*Yg
zW@o4*7aD8)c9%~=I7b$&>`2aGOPQa85N&Yt>ei14vcr02$(G#+n9_zqWJRL>U6wu9
z$u!IXg(-w=>dH67@VC2X+0_d-j{yJ<0Fnk6sZyw)>K%9=$K@dm7=c?NL}!4eQWEF^
z3h8hF_twRYFOW>UCe)g5O4t7Aq^>l-Ba@ml&V^$q#zDO9RCXEu-Vs~(o#Www=rL=P
zX_k@9>fzo<9s4W-Jj5Lt!YF}CJwmZbs`>g3p|kE2+dDeAogQIrcson-4h1Y#)yI0D
zQ^56aW<hvj@glTNx=o28USl4MLxCJT>69*|7+w7nPDd#ufzNN6=yj}HHRYAcC`G_;
zJ7ip+3;L?x`CS?xB*UTNZqJu<x8Wd9x~22lmoK!;4ig&t<wU3ev3>mKD_9f)h9^p|
zAsN#^6E8_3>5?BWZ1RD})sj1<VW4)#UrY11-_C@ZJ?X+JQYw{J_vgo$)VM7j*lJzb
zYNJ`=opbCr&unO{>>CRXo3Wg96mQh#FLHs~S!BgD&A-0fY&7KSJkg$?dL7<|*75w4
z-0);^Ge)>bnp?GYhs(EJbf?H=S;%7Gf=$n1#D^R{m0Q==G{Piyx9Xa5uAcyUONG;#
z-9W$9V86{k|Epo6{Gl5c4Q_4TOnzjj@-vm&<RzEsD?}FOMyAh=Os@ZunA2lv>CVsR
z{O6^_K4TvAwR(GlH=vaOqlAw|M&P{7l>aPJ+G5@@1dwB9U#B2oeXW>f17mtx$s3yb
z%$JGK+{ktzLZ>ItQZuDP1@g%fSM8X)p=oSZyA0e*-e{*376AR?%>Z(e526y$1_Cu=
z+#iP{RQH>>gN&c@Q9#e(p^F!J&AFY(sK7<z$E#d?h?)cN5_i@r1Jk{NCAvv<YA#Kn
z=DHhQuq6lsAHYGE@b+tV_7o^Pe(6tA%o3FSDfM#o+Dg}g;Oh$cHh2>ir!7@FuKio%
ze&j5%oj1~0+9eIg$A7}P(_2LWi&H=+=+(`uL0HT9HW5J<E*5gS3I5yH_RqcADA3C7
zP@VgZPG+p>kzZpaQ7D>Xd4XCr`P$57q$3bqQNRKN0#me55s?Mhcqe+i2!zZB&_7sA
zd{K=kA^=YXapY(OX3lsTR-lNyIbMf^6d^lYIziulw)%r{_1octA8h18<^wp*^{9(<
z0((^}&$Do2*ChLrPvUx`r2cf?U3%zuVP86)qTMHSS&&OFO7G#1kL`lit&VJ!?mSeF
zwv3^ded8@~@4hzAB@2(Ezvk!(Q<%&EEDt};-~8Hxp(K+!JC*h`JU*9sz4TYEI)Sp?
z4^2|7?1!3C;A_Z$hZ|>k)^Hr}oLBz`X~#rg($WvN$Xd_pT>z{HT1orI1m)j<F`YE`
zG4MdTvpDZ8g~Ve*0^iiEB*qQr(3{n|B}0K|z9mXWEeRZnMBzISh5)qAw3p1n6;%DZ
zUlP(oeYzFL%xTH(PG>g}@sc*EG0IiT=tvX{aueIuEyHSk!Ar=U4SN6|1UTpyM(r}U
zKY%knoC8TNSk%rSnu-|+b&o}Ik@3#dz=o99BJu_T81A%gUb8m`UJ43ves@4qA`<i0
zTpY^?^64>{e`YG<Gz9_?p-C8X{a0<2cGKC1Li0~?5$ueCi^zeGvjY#wg^)8e6(vFv
zB|?G5xAiHkl;&*rq0PCOtCiUuJJ9CpOD^QPlxb?o9KeMlEI%U*%=p!k2htz7B|ZWq
zcMyySjjuu71_$7$yc`NpM;2KuEFz!~9h5mJ33UXl-hEc6u2!g?i*c72jtG*mhYxW{
z?YllPCgLLyGr$emOagzq*D1pYx0#;Zs1BmHCBEhvLf=#iy3q&SWdBJQZvXm1(H6~n
zc(Sv4WBLi$JjyZ9c#%IVu6k3*n8(q5ysZswKMHjuV=}+5fA3PgaF|u4>5n8+ufJ*h
zNf5Z!C~s~rncplGkf-9z+q}O?ilUoqN3eVdD>V(Q%BJnkXzNV6Wj^D5v>W&Z{bzeC
zz`9gSljCc4zRH5J?{D{+5HoFD&gJu9PYCY}$@ATInGvj2gzR?hw6tC}|7{#Dmy7t-
zCm$~G4H-LtX3hwQ)WY%0@IzQQ5rrYzMr`sl6Fr(&Z#Mt+Z~l9y`ELo;)&cp2%em04
zvxNNp^jUr&Bg0Rdub~`an;v5GJjhdjPWt++RJ_giu8}hSQs?K3O{uLStHTWSzFH$m
zoGzA|%0hnX!hX5zszxxLD>~0s9D98VP)<#BDwN!TAbJT@O$|+S3MUFNp*re&>6q^G
zOxCzRW^4STw`V$?(e)F5xu>{yFZRW&#NL36>nH!SUbmJC6wL&BcdJb$KTO7peRd~f
zZ9e{ppn#W=kxgY$O#nHfZVk`aeI%D6$O6Fn70+1_7teQXCZqlYe?LNi-(TJTQ;E_r
zMy+=#Q)QSob$b>v)(7Zv6ARH>MAj($>;KKgQLlpY32=jFFX@4T3-M18ZBhsc;y)5Y
z1~>JSf_DLUZN+Fipr+5%OLG}nW6hFbJV+h%h)2U;pVxe6{@Knvw-Vsm5`ih%y)Hv8
zTy5*Wv-^iW8qA@MwdaV8MgASRy%@u?5wR2pNHSdE1$%T&+|AW5=LIQ|+n}XYSOU-w
z6vg(ZgUML{pf8?8QlbWBt1hci_-#EQXv99>O<}_y{c=rf1vk8CL<X&1uP|{(${|;i
zc|%4g`l+AveQm3gapa?V+83p_2xMEfQ~0<gP@zm5hzJaX9}-!IVJG$j2-O%-fB_O*
z-vjAgtVLM*@0ey0eHxe!HbQQc^ZPS?nNJF=7}U5d=y^GN<TiLOQvc4AHv@CnM~{#F
zV)SA=0G8U71%*hBF#$%K@BveZRs>IUgPbv#T}Kjt=O5v{Fvvhh8<r~z_b`RYD+Tyo
zN8inTY|A{%@CHWS2Tw(blRSxI2WlAKB6$qZs=48Q3Idl(?45dZ2NQBelJl>@bUL&g
zmiePF>{kTH4ml)-MWp9#XY4*r9_~3X35|Z^EFdsMAS-Rv?<Ac-Bap^Knk;nFPsSzA
zbRbp`LyQ5|4RnEz?wAfSu9fjMdB%HYL2s1g`(fo^Z)8-sp+)&e3_!DowC3%eh5NLn
z;ZReZr$i4yTD)>x)IWAg8BN7NUC-tAGLS0VocHX6)OU-a6FpM6vD|*L)aV<wV8p+U
zZ-c)f1vechvH<N(pIgr-<|mMT3QgZk&-VNGUCJ2BGo5UPZffRp$nzlSU^=)uTwv<)
zMVx<PN|A}M#(ymNRP<Ux?@j2-(mTXT?v-?uX#reSz1qq@r;|EWxX6nTsuSZ61hKop
z7s{fqiJ25yS{HC^lywK8E|^N`i;hqiHVEF69G>XguURA%Nc=V7JbCo=+`oi+ehsgg
z-X8vqkNmBWe6^7L*+Cys4br=9^X`@n*Vxthf|o3sOwU`gLSgD`oU_>odP1lD&#!xb
zrm`d7lzd7$eAOggYT#LWTf_J5&NQ$#+HmRhw)&x8Z@<;{;Sa0d<u#Mmt{*JXcd8y2
zx&K$|RQUd33uswpztqsT)ZlUHQ{T5wKb1cH^p;+}ltJEwUcQ~;&?2}I8Z__fzf{s-
z%0&);Uvg9*px^Q^^g>qL{Djxv+Lq~=Qx2&G<&e|Q)shvjJ%VWdJNZV=_(5BB&^eX;
zrB`kKqT0d8!?T%A4<J#uDX4buu>ADijH|7yL`Zq<;$4gNZ=}`4i&bv@dOu#KDvmpP
zt_o`2OCuXN&(9o|AoI#k-0pR9f<G=K`GJ0e=s4R{W^MD%9(n9-e5M)m82hDOgvxjj
zu8BT8Sgz0Kyy7{UvhW(&sG)Xx@OSLi25op33<7ZoRhc3O;lzy*c8oO+#KQAIhgAv{
zsZ)t<v3!i-0Rwu7xx*n~gEZBAfgQg$6O+9lHB4!!A`Y&Vgxt#jGH4o_B5SHbkH`1t
z5;t~jm2rV#d-JCq&7V&~$_`pTjNnDc)F<d6aswcs2|z$0Sm1oCiYPdVJNcTw{*X-F
z4%Z1|q)-t$AME3AV2zlwoKP|VvgaZ@aIe{+ZZ5VlXeSIIfp%?=#Wf&Rqx4)7ndcFH
z?0#U#BV3_$NAeCQ(|U>G6?-zal#w;Wb=F!({aH>F5NPMn8^uWRUZmro*e8;ZK$SBK
z4EU=Dz~I&k#bzw+wkF~*m5>HY-CO?^4?b4BP}vRJUvEr^%Z-%U>JNk5?|xv~{t$8|
zb{hEKOLdsv$HDmtbc>OvtMT=-T8|dy1qXV6pO(ZBrk8hvyGV&QVeQ)CbMPAOSey+1
zeBf-LB8XZNbM(`%L~ZWCvhAi66=n18@$nL}avRK#bbt8Vj4{s{mUB{ZfFpA5!`~$4
z$N~mL`FF?pUFgN~ec;-<(md-P4WP@+KOIt2u^*>n0lr(B1=6AD)UEiWTk46w*Vt*x
zV&Ykp5;MduNS*i#4{YoGVQO(@sNzHc|B27|m|;9FzR8{Qa}_#xWpCy3tseKOUQfcZ
zbfb_BONs3r=UKvVkeJABc6=m|UUDv4PPldb+UOgOxdDlW*Jge~6^oAHWLMiAEzkAa
z0Y4u;FtrP|*85qtKKZU;wQ~PWK_oHa!^(WW$@>+DPnGu1HQPFSd+&U7AVT%v2~mxJ
z&l}jGn^G%=C3S{&JGAV>UPKPG0vcZ%tm`fboC;53-a|11PAE1=Bu_YBXry-Hr&xk&
zAB$!`A1SKub)$t=Y+@TbWQ9Vg{D<shC~e&&u-!<AG8qpYfy+UA&j|3v4NTV>+d<qg
z39O5Pks=IRFksd{U4YDnbz>mnnY1c@W#PP+pmqDGBmOp;MW_=Qu_^`I^P@j_oPem;
zeLDBdV79n~x7Yb~m4O3DJ-FcI+mk+dQkn&|YX^GuKDkhN=!-;0E5Cu=1s-5jO_-AD
z0Troa*GA|kVnw-hN#G+KN|fs)jne6jWgP^8E@Ky!8O2zlK1Jx~K?LH9CVgwD@L5tu
z+8n@`)|VyT&cc;LjO*Sniutr$KhD~PX1|ln4zMfx(w}m2<YtVV{O-Ityl@5nK=4^l
z?@gVa8#KD3zn)1A6lVY^Qq-@T@5y%mVxrX^90CMBMc$NQWc^qe?RPGxcpO{B3m7O<
zf8$7<=af4dKe;wrQ*fxSmxmC99q~!Z&54X@Prq*uRox^TH;_j(cJokWBz*_*)?eII
zEH!4hZVpzrb?2$c<>jN+g|zLArpB#C%WjUd&lk9=yWMAYh;PMn&$iz>ELna0>C`nV
zBi}srQMzn1@aBe6{cKS}<lI%!-+c=p<)HY$!jHA9$To1Y$dfNFo5&t?<zgI0zhVmT
zI|v}u_Tcz??jY$IKrGvCxk(%S1OWlPSQH^TgpjEV;!y-#+ju8MhaO)CrywdHG8OFu
zQ*4#<^(GWBzlFa2*d&_GkFaFL19u9*NsDqRfbbG1;27ZpkcE3~L}l7%ivc46;!-#%
zim45*BLV5?xL}2;W2gSdMCMk~L`N(kO_R@&jzc`pvS*N2(X5Zc1tZsy@ifuAdiD`C
zkZ$xJYD!#K+CLO_WN-{9HY`N+pBFeluK{E+7=#}=^yq5~06pvh;(Vd}1j-1Yc>4z)
zsr6Sc^>mvhEsKe8L^}V8cm%EPmEbbbMNn3dH;OgL7v>Cl=CDAHDe$}N8STy@`gXi9
z$p`kUr{H%k@*+ET9V@A)H6vi#mCp5UfVj?CpebZ^9~%JvR-CAMS!oY`yzSf#>!LW5
z@rt1`sqlB5slkYpUz*+1jlgERhueL(N7X;ZPp?~9&96Y!d7cr2>$^8^3-xxW9gJ_>
zx;qD{I8111y}=Yt2li#tusgnr`+E2MnC%27di_K}?X-Hb@)qk~B=Yz~+4S7x9qFb0
zRxkEN3XFol9KflIzJR*CHiar^^=+9`n-HiV=0zy3|0a6xCUWm4V9Qy)Y_NAThS*^3
zck@aU|6!BFUY%e-BkHjYTm1+6yv!IQL#_5APTYK=(nfdQVFxTab0sZv<qhXLGWyvH
z48NFUSkERm0CLp*t@wKz4+v=wnlwslc)LK3#%n);n6TOZusvu#&dL4+3b+$Z82qw~
z^oGPHP&zY6Q5?J_(0{gyH-qXgu9fe-j^t9BH{tZ;V(jweIp^jH<yJu{(%_p>+zLm`
zzXX6_50OXI6e>r+zI22G6qg?f-T(9~VKSZxEmG%6&kV>t|2=u_`Z_aKdUF4os(vFP
zLQpeQkT!hGI~sK<9QY@?fM|l<*j#4<R#kG~KZY}52XHbdlgcGk9>Yuv0nK3TH-Lkt
z5{UbM4evUk&PHdQqEYL3mTvXMwU?ij)o4^1KzS#4BlSh@hyWQD8nm*nR_!{{n0)QS
zBwO@LX{vC9+z4D0fu`4xng8U640@ZwKX{LB;OGwiap;|saQnFe(eG|cRe`X2k;qJ$
zuW=wgsyHB4@oih<TF(h*AB9@(Miq_DqtseK1V@n=eS|y1wZc|zfXNYg3QEVQjgg`<
zj1gRTV*v(0MdTa(dJzHh#$$95VjLj8z+2B*ARud$I*K{U2Or@cspS>K@&rp1GdNFQ
zqZY%U-bdEhLxAN_Z+!f?5-*dh?mum+P(y0@MyO6msJWXpY!CNPmlTC#d)5{~V!)t`
z<jL@d#%h1u4Rq{WS235y?JWfX%`wFR!XF?e?0H2xToFxeg|UYe$vmP<L?Oz$McsrR
zaT-iWXSlehx!6)~#J&G>`P;P8dpT-+okhBTnd;fr&)E$l4ivHQzrW5BuqLW~>N41`
z3WY*KqLMN38dJ1g(@aq05w48`F<0~NL#=@OzMw^n!vQp6(ZNB#RAmIw@%>p@_G_;V
z#RK?C;P>YUQf2Hl6U57ST%9+w1;*Oxh4hu34@u`u3a1mxgp>pAg;C~Er8$Zu6Yzlt
zJSC?s7tv>H4@c2)jbugd_0h18NdK$NGj}P$X5SKp4PKWIwcgDQ;uEI(_fB!4dF8nN
z+hsc31}+7v!$)Z6mtRO}cP%TP=Z@+BQdqY9TxTiy-jq%}&34UTR4&Hlzm95%EL>m6
zpu#l0lJN~k`lGHA%j^Fc-CdTHj=c|l0~Tf6zsqs<&LH$#3Hhg7b2)$C7y5^BGGRBL
z7~42`hu!Y$FD_*I>X6*q@e0%1`Raa$WvZ6dv$z^=xTgy5<YRS$-wk6c_pxkZYI#@X
zYbRx`BHG2aKGkq3>2T%`Xt7U<M(nm;Vz{@>M<+XG(nks{ezhkt^XuqC1&x_+#M^qE
z!$&WFSl+VsEN`APZw`O|_;X8Wefi%||2-|C2t<tU8jY`WkZ(zSwUA16_jL6&3*S^6
zHA&lI$MwQG(&&!noar&?q7#{*DgzJm@H+h5IuS_wA7yCfeB0~jOY_%-(_q|hxARgv
zDAA$reE6%pS8`yJ+SkJ!osGu(Ji8!}tl#NJ@>`|GTg~BbcfMr|a2l~|*t`yFM)?cK
zdupsrT{HewRhGSXi}Ov3dB*tzo4vT<JGdQXI$I_xG)d;`*#x7qJQbb1FSIZ2uq6M-
z=z^|gQ*&)RBHlR~GpmUX3)!39?(SE^V27wdvXO}Relim9n5g|cKlB!^!-UdgbLw>R
z*d_agY5+iiag5a2RiQv3%=GXR(ZF^761bnI%v*dPZH;sv1WHNFTiDe#D&hh!5aU!3
zOGsc-f%{VgKw$%4U=V|L6sc1hcua}tSqrX44K#pr;nl$N#@OLQ=2=IEXT=OmdzAuQ
z@)9!MD@t?}@D%<WTFRe-E&KkVP^E&q(I`mdTNI&7y5~7I8W>C<rtUHnnRsGc%Gs+0
zwVD0L8~<G%{x<lzTRZ3x;JJ#W?Q*+-=ZB}4Rj2;mbj3yEHd8xy+t8_r8*xXt$|}YC
zH6c*C%Wl4iM4Y_<0tc8mv6Cs;R%3Eq<Il_dPK(m4^Ij$WLC+3Sbjj3q^OsYBT%Pa+
zRgWE)&;w%cd^wq#)G3vV-04KyOGU25_XX%FgbXo479kBRS8~w_%`yNN8(kn$Oxc6y
zgrp<=28_t?clWcM$pmCSx>9v28G7Z$C090Jsr(=OmHru1F%w(yGxp=pn2*yj<<l`A
zwwWvzE{9SR<G_5EQ{t?H)K`DuQ_Ie@%Xb*+9idg6?Nn&{d!bKcxMTGk_*gQJ^lVhQ
znthZXbn@-Ufzcup6(<iC7)Nlbp9s@g%NwkQlr+;*>)<VUi;^#o4a+&xtVP8d%x~9O
zX0@89%I9UuX1tV3O&`l<nRvl#lYhx1o7*&vD~s)S&g0u`Y*HyO7U(aHurOIl!7BY4
z_pR(=H78rD6I4~;bAAfcox0uUWmLh=qC_=RrT-ah^+=~{6<}Yaj&O_p+{DM0GR_PX
z07dA-4}|n-Ibmt8)F3bD7#nSnM*CrKZfC{@8@KcjI(|DSX9+47gGDtlt3^`b2@$Id
zz%O5jpZ}S1Fc0+sG>Q_{H$}mAEk!LwJ?E}-)Fa>)#h-v^PzbmfY{YxjfQQ?e8H2^p
z(|(FF_Qt5Ez8Hk!`=jVBG%BZP2T1LG6#S=%MK&V7VqKt$2)+G7_2L^}*3C9p2dc%W
zjpNovw9w*~`96pDb4rxB-EI$bCXVV}`Ft|xW=}6E$~S9FNbAofQ6Dui|CEd%?#z%L
z(U^qA#!X4XgF8;AWuIgzsh8hP51~_GNvFz{5ilr2{DU44$W&(BQFZ)&17L?DhNF;=
z*;4meX%ATA_Fu}7Qq@hVM&KeOkhp&nB27!dB<m@^jJe!3R3)X;{ZSA1I|*N2MEw4r
z7<%J*t!wRC*Y>o6wyYmb`(0ntF&Wm!&SA*?^Ruz?Dy2D}RE?aD?!JL@yh(BrOz!Q?
zPfW`Gip-hd(U4BDJbG&G!)y~nN)(QgQs=E}xz*~)kikp<>xXMELX?hh5v9Q_M^x)@
zYA&EClLDP6?A(rJrz~W9?prmSWj^FY7`C0JhexP}B6<$VJi(hDJ-wsrN9`d#t-E>O
z<ZAJM2@l7vk=&Kld5scuY-EJm-~eKSK^O}!J(vmONhVyP{3iY2d7`}Smh;UcaA;AS
zLkp>~`oQbU>fBAeiyUu@H&Qg6b6~XJubh{i#GUb!_awL0(-3|P{0#rTbY6*uHQHWs
z6{p3w?Qv`#=SCv+dAaB9Un;Z4a>%@&>QIRv)pM<$Zj&+7g9>J$0psM000+~eK;SrG
z4GSpl29c<Q7r&FDJP=N{?v)7G1dQ=XBKi63{+Z)$Ul<Ea=k#k)Gb+g(whY4?a=*k^
zVsvQvl~YZrj3afm$Z)^}m%$LdP;@mTnX-I^njOoBxZC2ZOabxB#Cs!RM-^g`Kpx{`
zd=|vQgw&apPOGyR$0B}Mnf@xF4LJMS;A;DD(*aP2*0>|zqgq51jn2!Gx^@G<@qx0D
zf$E<>i=UPlxTP3~AJZEiKQ{a#$MC}xh$6RnIxGuvSckxL%Ck|uN%=A7z=WUb)N@^C
zr7K&_k=)Mrb5;|eI}bV?fL=)pOcoELg4#PJH7@(`v4uZA`5MrgHuRtAirH%To2lws
zwa^22$RC}MKTSjK8bj{Z!ydWAA8FRVhx&?_*QXc9q({-LQ6lyMU{?9*$t)|~MK$xR
zU2Uz^PTPzrU4-$1o5KSahX=sdY6c6dtcyA(2n9+ThDAaeHiRC-b3RD1kOP|1$-QVU
z7J;nDN`<I6Y&`F{^W>PFjxywKeb|=^&azegOKhQh0qy9@hVFNtb2{KuTBLFkc#gB-
z8<hrcahyZ2#ASxdTy?#94U7~_;~&ij4(+VJJm*Mh7lBh+f`zxdBK>5tct%skQ053{
z-#zyt?se7+f5w7J#&OX&Loj#b31SnWYf~I6_0abrTbTw2CSoefirUH%N{C7yrUt57
z0|Fw2c{x>oo-xd=G~Frr>X29e=s<YD%TJ+2WBhRX$>_$4%|cQQ?%N$oklEIP>nE}`
zJK&PeFM;4L?Na)Ec2kNck#YTKy653H;_R9#IGZ_9q0n}CkrKG80vd03nA!A4I;i~?
zNf^CX-BMH<s`JIK$jb8T&Ci>$FNo;)Hj0DxuOO4<aO|I2u>c#6`dm&G>G<6BYmpXw
zINiP+*2kj>buamu_d^jX&**q`uQ3al7d!Tvh`QY9$ur(Bog9(3{9)mB9E2PVvIA1S
zU#G^)miXu2Ze%L69u>15>C1ifhV)Vn+dQ-tecM=^<+dU54lB0A+?dZtEK@nt&}P8d
zbM5gleThqn!R?agw;z?<QME|_QuOnl#dc}=(T_>UL$|*TuP_4?Y6+CsVGl5v$XhUy
zqRf)iDDT9jhY~LL`Tku|CO%fykB{_*;5i{xQDZ;VA{Fcpy&(|x=%{^}7t1n}Dwm+I
zGX%zb^8D0YQZs(LFCw``7+@D}=#b$E{L=din0=b}Wmxrl83$2ik>Cy(q}QhV(D*?8
zsy%gkF#=$;xjNyldeW(}FG_n@uK(UF^!Mw142Ed+Vqwuroc(do$A@c;r*zh&JZn&H
z{5A0P#;MzYaZT7|fPznGo)SBWG-~vw_on?i1>Vc_4q$#0jfh9Ngr~|YAt1vetT!O|
z6YY3$rLN=)c<c$fj<=VjojW9MtGfs_`DBn=#8K+{#{MjV5h-($x?MW3cW=XS?Zj=L
z`pMXDgQ!q3tx)kutfu|G@q0a#P9d@gg*qu3yGLiNlkj>SsTEe%QAq(0w4zwJ=1bZu
z5tr~|;&e17kPE7$A_bj6m^I2E(!Ti@2v-?lyc+zHo$-2xF5u_Sb~TB8g+-~GT>vaW
z_;?mb6vnCST58PmvUI8%v-l<yibb1R7jYr@DheS26PVo<d}Ghe<o@gmNt>8m7ym4}
zPkwJH8rMe9{vS!#9nEI{_KA?7Bt~r#w6#Y|l^Tgvl-jels@2x4Jt9VFQHr9}*4C<B
zwfCw~qcv;qy|+l-`}w_2PR_|6&f!jSf3NE^(SPm|zB)8_Iau-%V~OzDLP>u4&C+*o
zaEU@e!<n??EE+K^YOx%BGIAeC8Q|rKq)Nn^t-Pvcf~qoF2Qan1a5Vv-Rnc6e9jB<=
zb+arm|971ZU@opf+s+pMt}{rxK7I>qCO4ZV^bd7CHu{W3Bp6VbLin+Q;;?#5XQ_B{
z<C``SK%cS-WPy?>Spj99_4xMP1WC}+Umkl_IY4@5g87pPNhLgd&GP067IV%<X3c{n
zfZ&muWx;3~CJ*~&OVI-i0HFRT|Cb0Sb+do9xO;hP5h0vKA8k1n(~k%;W4g3<CVCXs
zoW6Nwcewq4u2G2|M9jyO5ICpt`P!-Y?C8U8vm*Er>RpQuLJ+Ar-Z*7^fqNVOjsK{W
z!M-Gv5<rD-DQk7SfvG^wl)<kfF1^71KR50V1oe_-AsbeB8lRs$oFq@LG88Bnjx74i
zb^g3ao4k+wD40Ko;zx}xH(74l<MgT#Q;UtFd_eGYRm6Ky(0l!N1;0swdGb8CnqS+9
zeOr%l(+E)lsGj~Zu}=laG~AY`xG!8Ngm>^)c&)NnuBkmzUb4J2!`JN}_ui97#hVAQ
z^Z4E7<9FMd@3z(6%cS{Lp=A9;kIr2U`;EP(ZJpaRf(~umrowxtU!2_5`l;VM<V&l;
zWI;l0opn8mJx#tcwFH3p+KeRox-@4`iD^lXLnqVgl|P=zsV~M@3k@}sM2JasOe>7_
z8ng{0Elos?G9H+wis{A6n#Ri-r8a6O)$1DgWS1=SpQApP_&4P)tYjoTxSX0}kv#fs
zwN@XRzDMQN_~7r!uJ+nLMRpge3}273>zLNl2N8n}_bIAj>3f>5n=vJ8*S~hpx~1nx
z7$X;|y~&==?!F4BJX+rReqTfZ{OI}aNlsPFcGyYPQu4?%iF-CK%Xegr;xC*$Tm7kS
zW~LVqR9yPT71>dm$Fmt6HPR?QmyPMh(MkUnRx>jo<d<^7XJPlUEq(MtTA<RKD8@Lo
z$s=fU_rk-Qk!Md>W11LjV+XY8wjy}0nh<-WV30P&(0KHt`X;h+93tp5`}wCsK&Bo+
z*c*{qKm^q`1jM=pwXDKy#end}N(qd;=dSSB9lZ7K_{yYZ(*ML0^T=rbHBLfE3|eE>
zoDG6suwN#Kg2+YYv|vFGMqz-h+v~7>n<&pJ;6dQ&KMz?;EicUdS@Jd+lEn0AcCf~U
zP4N<?B!v7T_;H6sixLSAjfO50g745CK>+xbN>>ywF@0(O2DARc_e<r1q56Q+t6#1b
zPxTaD1Dq&}a#nJE@1)xL`n=z=DB+jldo4B@+<B`apvJpGO-$`nR+LwkfeDbb?o%M<
zm`TYB$sH+cS8b<%4xH#j3ygLQ09w*Y2IY8!rH2W>TtZs`A91fA;4zi`%1yF6fPd~B
zu$-R1^<Q12GcrzIKfaGrT;uXvpi#DDA~0T{rWxHQe96S3*queagI-+y8%&2%<UXI>
z+p=@6$N~w&mv5VZ8oj`%m!6sR%2P|Hc-Yqmou>ORR~V@ZW9{fv>VK2qP3(dH6{^hT
zV8U}%VmjYoqcS*E^(Sln-JeBbhOGYvtnLMRKo0lrlb)Qh_-%i3*8M8>Nk;pZUoov;
zVSyW4VNoU(Z0Kap7aIKfF{{gFQjt}4rv7^4g!5~n*fLQe@||F#*OSyMK);qU6ub`d
zkw=DGOt6Mji7YST<J7MdC5W(+aChb^1eF+Ptea2b$Q`D-v4vJw07sX1Lmn=+<|b1k
z{<%gs_G{H_r}`+TxGR6~8kIhJYV|v2A7|SAE<=;o_s);)Ptg_j?!6hk0`)rDen0YU
zbMwv>)P^6s;T3d#zm{J$cHTsLDcIY+RDX2*tE#6kacHq4>$7q5Uxz0z0f+{eObbGm
zZhIfcN!1Xa677dh%$k7Qi748XHzUJ0e<Q_bX4M|6A%CoK_q1jR{OG1(q6Sb{VqEY!
zq@)9xu?&T-LddgjLBp78(fdkTA)@~&NyB7c#_uCx%cNp#Avnrez^ZrywBXBh00Z3p
zfHV@2HSGgH@3{>ea*GI0Y;jKk30_6m(i4cF9iim9VzzAa2uZZOC?J84fB;Xue~IkL
zdurkEf*Q~*!^80SZlGWrp+<!xflkVmE#Dd{3*&_nXVPYtt{hc?;8=v{4!Q^8<%mYs
z$Z49Ppv|r%Zt{^B*ENVQRH5N>yOQui3MLYSm)~_WTVVc1d&i;UR|=+QA3!t>sx4y9
zBalMNmcax?$1qD}eYC-AByfZR0#MEzKE8_ZieSkxYCa~%ZsN&}U+<*T*kPM}Zvpej
zx(dA#mjd!I{>@=R#8HAuobDsaxURA;N?qVVLqNZ%5dBD#jnt-iq;{#n$4df_oUG`t
zJ?y`DCs=H@|20iSBtt|bO-Lw{zko%gkey$0IN7^U`e%VqJ>aG;lE^I;e8r1;E-2)7
zPdJF5%kB=+&%*z;8bj?ibJJqjdBmt<3TC3zvhq*ql0GHwkBY2x^x*4rYxy{)hNy~}
zVVRej+gQknMo<%;+ai8$p|83%x*GR<)`si;uGS<UoS`i*57Y9*G`|0IFBlPAGvOHe
zq<ZfB_GNQz0XuKlv+ljAuo}Q?X$sXrR!}yD;iIep_aR<j0iz+B{>i?G!ryWG;me!;
zaj*L>-<vwiP&ZNamtE7&oBi`6|HsaB9-x%Wd#*ooS@};WL1WJP*O@<MX=3eX(Gn)I
zKjm|6p^bU0)_PZ!gHh>C1?gTF**JvPQ)J_hV&8m9p>~TU-`(+y?Z&Id&Ag98$}D#f
zK=+Allu{ZBko6ZoQHCshO|pN&$-}*hm@w+Q<JpGV*5(4Wo;SP^`>+p#Vke$PVvtkB
zK@-0T*Z}!|JE`O}tsT~J6zvMdlVF$I!MBkN6g-O7U=S8A@inA_7ybyDf7swj^tK)S
zWq^T863iaAAng(ZkCYNX0Co%@6Z1U6Lz48_2(aq_c=k{{G+IYs07|=x5HtYrw*TbT
z`f(v{V^e<#*?%6-THls_b~{&Bv=~at=~$j9&Mgmqv!3{6oLqhIDH<6kgEmmz{g{OO
zNkRG3oiYp^3|Jh^99H!K>I58&woN+_8}NZ+0qEDmIY)|T_Om>)1#qPcBHJ9nToX6o
zkv!y}1((yXy^L;8e`*H@utK@L$SPv{R_x?kj>?m%XItgnT?74Ho&8<EZUA9ECAB|*
z_S}8gX_8@t(06K+ryNxk0d2j9Za^%x;Hl|TfMH>S0ye+xGHrG#1-Lk<QMnbyJF$qj
zkwS?I!~Y$^M3XL2_*N&e<+65qmLMzM$hq<gMG?AA6nbxqp;57Guy$UP^RG!5SudcH
zCDNhnHs^i$4`Rsf#_k|d6$^|ABp0Zx*gxzU;_boG9l;vGVU(^sEo7vCZ(`(1DRz&w
zPHRIaXk@8(A9l<?R0lmm;}ELpKdAb<WURuCzv4J<uOdVTgK5!#^ZX@0o(tHw=szTV
zd;D;h`2o!)xJxLy$#7aS$-n=*gGrjnM5^hOiLt!BT$rWg_P;gv^{m7-Cf<X`hokx&
zvFig`C`-$rqNTsm?d+K`uW@woBA01$E=4&1z*);)J-GqtQ@5w<-_(dRyDoy<&92-M
zH<w&5y0b@O6>cHGQFAc*#v;hM{CQIIJ{4wRE2z!rT1n*Ut;ONZ#(D0`gxGy4mj$th
z3xA$22>saq+PhUZ5*23ovPVYbvFzAwX91h>+vR;BJ-(XD;@s}3wB&b`apW{E8XfF6
z-5x1@w*Igb*JG_}i{h<7&~j6$vpvdtpX>g+Cf-|9C}r&7pkMv(s~VAWKf!Zfp>x0A
zzR$o4OLAYmShZ_`nI^5jfVmbenV$G?^eyRquAq;q+MM+Ik)L}zg;!{Qx)-R_PFE^$
z7Hhv17#(>WQ>-gc`j@XTAaS&bo}kT|Uqp3SLUjrlc*8J2d}JHRiIkJun>GRE#SG-@
zw<oXPdC@7=?1x-@CMwBAC95xYFI>{V+ptSJEyKhF*AAV~a2lw}C=DEvSH0%McK%d_
zhrN3;Z7XMq)6rL$rKFO@Mg;vHbnATr%h!E0JZwRMUmJp#2gI}bW@Uk{dR+Kc1M>g8
z>GNE8c@i8+d?c+=9<f^(S}s45O=dJv=I?t|78P&72SN}4=m)^s2H)NPaf3GnkvKpd
z0R<n147t!+-B1POhi~6CW(gs0IKw7R<@c1H!2o^MGgugg=)9G$M;X4{27A5A3B=v>
ze2M^D5`Pd70V^HALR?|;dEfLBlRc`2ZnlXm=4Bk*vkoy!$y3@_EPNXO^~2W}&zS+1
zD$f3bw<7RkZBU^M#xp4RD-vy*HLkm_m~ZLngZ7k^f$mw}+=S4Bjb*JU6wJ3{^=Y&C
zsBYmxwVvmTgjvElDI?)~hgN$PR^}#gNl5r@tdnSnXe1IYpE_bCWZH?Hmj;N|L*V;v
zn)*G#*0J*w3(X>;g&<E#!^8m%imSifXU5#BP9Kro;>PrNP~)RfHQAzQ2kGnx7ukOn
z0%#i$9n^nj8-`I#%#cSS2{}T-$FE<ysz-Cgi=@U~kO0$|Fua41Ep(?$RwAEUI8T7H
zN}976!W)_AIy9NLk6(s{q4ShupR<vGZTNY-?mXb&5?wu_W2A@!QVQsm<QH}2fr8qi
z&R@Z3GhX$2{fwa6drMB9t0ydIBvDvTgGqvCk?`8a<@6d0g@pruP<ie07Y1#<GB~iI
zHBRW`bUl9c34JN8PHG-Dycqkm>HYA<+?E`%U*;HOhDS~bs&uU)%Y)jLy-?dL(7IwF
zOwS#Uw<a~ie&(qBz6)58ZO4;u5p2FDpQCU!;>Sn5J?W#v^)HsZ$Gfu|DkaG38lCc_
zi}uGlWV4WCJlXEvA2pkd+3?mu@HC*`OWN}^?UzN~+u2eqz+bKx9a!vRfJ9Y<qB(|L
z^2pI;3u69cuPQU3@yqJUn|G+ukJBJ<&aEwlpiN!FHZ!OG+K&9;iL%yboPj#nnFTyM
zr`&gJ-5=}}Lt`}`dS<@#;Yv~Qna*F|J}1u#mhV-mhB2CkTSBErNtwakfge5bg%2CQ
z3ac71f)3?qHuYc;@-=e>u7o#{!CgHqUvuS!hB?3Aorlm)eqx$QVDpd=DnW6(i3&LK
zO8ZJm``+Rq6{qOE{g`6_`&Ny6@@>1xfuf0<Qv0MEx70yyE%~$Bw{*U5|6Kf{40jZ`
zZIWC>;rusQ_Mh&NjY|6qdo92+j9=AWV{K0_rSfdJ=d;?0KV7?enz{4Jx9;18o%d2q
zN!N>XDx;|_k&F`a7ljtDip``9n)EH}j7=M~%_WUKp-eMKQbh*Mi+fB9`0BJR{eBc|
z7F1uZ)w5W>S&qVrxlnmE$WB~Pb0Ny!)Xy^S2Kd(;eP5s+`p3<_7wy#~J$o{%bOuR~
zMWCf-Pw>WT{@nJntWN&lN-w_e>bX>nH%=SlzfHA$YXRkm?mTuL`7xch<@;-p-o8Qq
z<C$IHMnqh|@C;P`=3I=|bwJ79ZvT8^c)7oN!kMA{?)Smal{RyDjj(nXrH8kX-Cjxm
zv}s1|Pw_w(M+#!HC_3-8?!Eq)*)BdNlofcfzC6RFyH0+Nh*EwYViqJed%a^j=&fgu
zN!cJc2Cbhit~ah6SQ-spSIb@h>#Us<7Q$7#;m7*`r?N%o)7qcq?yzu6!5I@vFp45_
zxrT~}Z0gOVzd#4U8vk?jVs0$!b0{?068Odl!+nl^FAcN<qQ+)p@RMnCVEna_h7v?^
z?Kc#VO_>}3(d|$NtEQrT*z{@p!mr_K>!75R=?R*hj)n*Y(5QLWnZ}v1Rouj+@=6WJ
zEZYQF2hN&aZsas}!4Mv-0jMOeU(X+R2MX<#pGOSij+4Tk-L}5G_5GgldNz=p*4nx<
z#5qd`*@4LfIS`g0XS*s3jMe^U|0am<IlZuUd}im|*bPhxta-8${-+ZupC(h%Ow!V_
z_bG2tQUZPpCKW3gQII@MbL7>`wY?)fgC(8w`^;QoyCq8XRf>c{(FY)yKK8k;H{F{T
z?w9zG+F>h${1-ldip>7RO#13k?WLj~<4L34Dm&}u?p8E&|Dp1TuYaq;kFfom%KYZe
z6O|tlMQYwsq+CyL?3~W;5YQ^5pDtPrRdyjJLhS*cE$%m&&r~gm)5tSRXQi0|?hv(B
ztB+mY9bG`Hi9O&2=s+368I_cfR+)<XJWACtrR5AtpeOB>qW&A=B2f$JK;faYDTi<C
zDmPNX|H!?26d=tSgg&_ndS3kX+51oF0ypd{j$SUCFEt%MdB#f?ynuHpcYvJszqUVd
zzWj7h2Kw_#Qw)}Da`QAEv-a=_AJWiTuX4!Wn&}+bSbyiwCt=I>*JHa@6kNxLvt@n$
z?II*lYy(n3WJkFU`rlM23Ze;cM16^xhn7D$&oSR8t)KTCnjJa`v}UAMGLvEQJWxHp
z-JL=u&-MlpU)rNr>LgY|W@}D0(C8&j@G~18SdLF)e*V+F*JU+%j#seR(9EkgZ`sE2
z;Hl$+t{Of-=eNFfmxF~9M$^WgVIS5lN`RB$6oml-^FQ>@Rj1I`COkJ{y7h_O9zSWr
zLS({uBvGH*%h;89!LPU7UB8CS(yDG>(1tw(B=RdQ2_fsrKuSXlGB^<pvQ<E~-!20b
zIFVRe$$mOuSpI}!1MGh2b{JY3xhn4yC*ntY3(gKYP~I=##(lql&<7DO!f6N)z%cO=
zQO0|S?GIgml#{?dz>I0%6M>;%F;aeLnCrY6oA136G(LElg!8uOe}W;~GB`B@i9%d*
z4S>@p!?*;&!gpD)J&=reSPl@EDk~}FSXQN}X?%mwGA?ONe$FDNHLzCbtI8r5sSTGA
zV)eHgrvbH&l1t8NvRN{gGz)|v;Dq_#l*jWBUvh=8-`OoFRWt59XPtXz4&mKyUyMFK
zP06~+vyoRIcla6wK%jPzd{yux`LYtpzxH%Mcon}~@m)@~Bbd%Nz4!mM5r5+#!4sRH
z0qCzLqrYZW5KhKfK{xNffqu-=|Aa;1F~{#G9KX~#2Gp7Rw3s0`^SBl+mE<YDv?Z#+
z!PfNOKm<{PcscV_IrAhry`;OQ)V-gJdfIxGgI=$6dOUwFc6%kEb2K;HGxXx5(U&S+
zYT#StKdt9pM&Hho^QhNu#eTb`(be%Jf<5yjHp56oNR2y5wk;`L!H_L97-Ni4XePt8
zTU@hL1P9MO65sB`Im{nOuX0){$%%6Nb&<@$#BJ~pUly4miIo0^r8~qIR^7CeVOEh)
z#pjgWWC@<KEqxd|AP^-oA_wX9^3mUW(mT>}RYMDqrTBh=i2hv`F=aw15mxl$uuK=C
zRb7m^=y|g(^~NjyNA_S3CmbdJqZsrLaw+11Q{S3b6Lt@%zMUFwJs*oCyY%)jIfVbK
zj-q<za;v^+$-BesqU`7A6M-{$THRIb_E5^d=FZt4JDYzWRE#R{o&)MKhdDm{0&QK!
zEl-l~#78fGgb6Xe*WmCPqFyFx2uC^887qp}*!`l%ie3xd)?wU^zihoL7!mOOob>?_
zN56Ukg5mNDIaJ=F!W9a|a&?H9Pbu7ndcE^8E1p{aN#_*-%!#+@yrKVspFdTv#%CQN
zZzu~+A-$m*@&L0>`xRL90I|Ru1OT0P0#59Xl#faKupV41t>cjHt9eAR0T5L4eZ5@w
zwJBd+@p1}=2&@p)#ZoYn8VnaFwZ83GO?%&%LJI`44u?mwsKc~>g!|u&H@$5bPMVE0
z>k~8siW4|VbBCr2TBi91&ElR3_uN~vPdWP2@5{H!ge{xzFm<&VV2@3cRx+JXF_}<#
ziUf20#kodaaI#>1?zL=Z&1LWe0Q+7z4zOsICG3{dq3i?#`p1s$vYvInoIZu)Ti>|Y
z4T$|*O(6j^xGs)?9V3@<A4d}m4YiC-IPtB$@xaO_bo!KN*~+<__ETG;SCU<IJrcq6
zu#E{T%G~ulL{uA33OHdpEPzBG!VyN4m=nqrj00{f*}L*}j1Kh_n~vF6A?xqlTn6vp
zTOD+2?CsKa=29^e_fA9Z)6}`Dy_k=slf=FrTPTrvrwbf*p2F5NKn-xgM&1$RBvxlT
z>>$)`zWzmre%#ISOP=yT@P=I7oSy2-5SysFUwlVU5h`4$)G8v2n~~Kp&b_Fe{M#r~
zDUDDEXl>-_glH`H2g8bcm1Xxxz-|4T<+9oekf!gook0ThL9Kzf;D~F^FJdAZ!kT~l
z$2$@1g8gQ)1_v75YD|+CFY|%??U+pO(d*oTbrFM&Ooq;&&o>WrD)0&5IV~Gc1VRtP
z_T`+{>{KUZxgGxNs&&zuB-~}IarXGkZ)Wi5zGbOVK%>R!f#0w0EmD`#HBZ$+$Ht6N
zAGzGqfX6GoiW|O97TgSWeNA@VbXJ@0c$y~FWH8qEN159x{nq39M*hJ{zXL&Y@J4A`
zp5~in#|EAB>09<orPIJ1?yR6+ABYRC<NB?QcO?s5*^JzIMjQBItRAh&tS!~eZw1W`
zdJGTJ!6SWL22Ikt^Tq;|md3uh@95T4{W5=Q`<sgPo8O15u_()x&eDDQM1QG|l;*u1
zyU%q8-9MF?ah7O57SOM7|JYzAR64}V@7c?b@cfZkErB*-TsLQ2_TZWT#{X0#`#x;n
zRUCL?3oLmQUqJt*SB9?B*-asNiR1T&k`Qg^^LY=Fiw3lu<=`6Wz7Mfk21*<L-VA{T
z!oad*xAWx}ga4}3q;ku|$VQfW0&eHl&a|z~0g_tZqnXz-M%)yjayVLkNFmlovH(sE
z&`8cs95u2voM6BT2<X^S9|7*VA=hxH77j^;Fj+|-eyT(5hsXl9=?`o(qsD-IvF3%m
z*)4V$dG$bqmMI$A@(;@-4;O&~i4S2tkR&h=>v18rABu(pon|7(z;W>#ibVpn-Xh|&
zLpF{QNQ45J12yJgNu@GMREGh4@lglNO_9QLDWaB=3pg(V{`Re;^avR)Vm|{GM(s#l
zI4<}X<h!6A&mbt2G#C*;FV)m5<LbF@#0YkvIH}7)o2$inOSQmgF6(&r39#a*zvF;y
zBt#qjT)wUX%^n9s<`dBq=PN2h!_nHpa4TY(=&#9u!-o&}lfh2GA-uyt!wPS38Qh78
z1Ie9BkB&qN^}iKFg7isSQ0KiKfq7C7)v66Ye*t7C!3Y_0T%4e{dVKAj$L3|9>29m4
z>Bdp=nru=CD!m!uRu}3YeM=cYgpK=n&T58q3i0$5#Zi&WL9x(>fiijbC93X|h1>w8
z-Pk9QN8&i4xhp;`8%vjCDJ|70Sz_g_>~5{;fNG^*KEUCDuBwZIF-Et;>hZGbrVbi;
zr_$!D$D-X4EfjP&GqWt19`>|97G)V%W|kO96PZZ)ydar>q(uLVWzp{%3zFUjon+4~
zrQd&eJThPP5cKpGC<i)4s_2^|;n2Kft>mVWr>9R%FSd3*x?~ji)mN@I?$*Klwm$d)
zQeUD%#m&MiI2O($w^=|~-YyutWFg#}z@07pA+WuGNMDQaNH;$mKe;c7>OT&-X!kz4
zo)e));;ns`PkYzX4Z>unmH+pSKeE0Y?8~ANA3R)7|LBH9WHmI(oE}}!#0LQW+PT4F
z%!8N<h&UX$8quU@0rzLGSB%e+b7w5ILHKMyq`;n;{^}~f{zA4a*g^K-smFl&H~tKO
zN!ko~@mwnT-95u2U4}|pyAhi^2{|fD+z~cympP&SIiPy3<MajmPIl1uRyiST-B+R~
zp_!M7nVWf~g&eL>%TYDdC?6_|`)>?!Y8TO~P>X*|+cQj?f9My+UyEnmepq(m<Ldv?
zLB-6+UO~y*##U=&cy@WclCPU=#3te%9ns5_9<4Ot-mtQ_;fD?3hqz7(L4C-|?_}Vy
z8hqXMQf*AbZS}QV*K3_iee0>(w!a>v1qrHrSp~Sn+P11Mi^Y`BYsU+toJW&U<7QVQ
zpWcl7X*HAMZ*b4J#GW?XpE~MtI4f#T7XdgmfX%DLR@+~hW->bj`emJrO(wlCr((6=
z6saCHmo%@O(yt9De0iXB5b$cj%m8m@FdJZixAAOsGXK@7w*t8FGah;zUhJ+WUjc^s
zZK9gR@2#3)=o?<dq*yQz-|~I91ZYj0BZ(ow1p`;V)p#88j2!{U4Tmnhw3b-yH5;aM
zPZkRR4N42?V!=r9x4w!DzCOQf{=JjS__Nd^IntwuN+C;_H%@fc!{2Fsc6&&6A0vr!
zbMf8W<yW%m$L`w9n5NbLl%Q;aHy8I?Jt0)cT=$LCS_TUkGeO29r7PQ^*c6uY12Y0F
z!M-_j{hGP~+2z;7v4eNY+ba5?nKvvPjXn-S&73W5&+mjU)T=*hF4kNGswLV`I4|Fo
zae)`j<|bDshy3fwF*kuUm~(6V+Q-SvWP4{3IxtX$a$$)LFg9&TCETRFOZ3h-<F-$i
zd2co-O&^{~QC3KVx8^vHD9>Dbgh^$;cC%aV{<MJj3KULo;H>@TuL_#>2C?mGdq1I9
z8y9w;wc#_CTES4t;fvcLh=+0rDU$wnRK&k%WjY#t-bYt!&svm`#FfW`!xChGa=P91
zpJjw8;ojfNjron(%crw|=IXuPPk?`QQtvtxn~JyTZ4cFL9JS^WNvFKgI#JIS5br;K
z(C&Z6dDv>VN6ac6j5wW~m?9=vIX-_zE%(&U(0^X{-R(+QLpy)Lfqn;k>j>aS<W)^k
zFz{v@o3`O#c{Q{6eTP9=&gN2h%dSH-z(r<VORGD%`>eiGw9ZmA)%Q=nxW{+rr@mD>
zK6V<P3x^bc70b@7GISj`-Pn^9`>KJ3{|g-RvBUA5u3UzWA_6|A-as#1(X48&aq`0`
zKMj4iJ&u_pyrE|o`Z_o6{58&B+)ne{>Bg2#R-j?0>%YE5HqkgMD^3Sq8@hd>{?NDm
z^LhXUz#0q_CDRXP)qQ7><^0kbanLC710JR|bgxx3g@@WTjY)(d>22~$KRgR3TqE?Q
z$)r;3HkqSOmhXi5pIBWUJXx2zm7mH3&oWlew947*vqPAbF-=<;!<}bT{Y~4()|dS;
zUU9FXxuiKO5f+oIWOYuEkcac|Y}PAu&&2|54l+cZ@ibTP#?Zsz+4&!htwmP~W7J_K
zD4L*!Up-L~xxx=Q>Tg9(y2dnbe|&wj6}Dk?EmlfqZyD3yNSlDUU%u}2^w*E=iWe6v
zMp3<`Nr{%iLXF0T6^4dYW`<?PsSs<Mgm7kVU%o&oa`qHVK7<fqn~ISvd`pVwG|q$V
z@1J@Z=GSu7hSuM>Cj!N}8YAVRnMmUHp{mF#$UJ;GdS!8CesP27wgyck`#CMcK0u<q
zl{K;%%wB-xKNEolBiO+AZt(yTpLlNMJdh|Oe*gpg)(0?EaM1j-bK)`x&w+JZWlEda
zdCvDk5vD_+P|XSr{My7(R>O^8z)OU5TPC?cc5=~!Q$xZ{pc!H9fQa!=Xez1&hkg?5
z4OW)3`YYeNpvFnlt|Z71^2vmH4A69CEgr=YLW5&JBZ7ThX9clc%(H-z0F27_VdJ_V
z3nVctg8&!#ZyELvbVe#+^N=`z2a*gbVZ%Jo43;+9Yo$B}<6HTRm)ZEe$P;RmRL!}c
zJ4a%)eLD-44^l8KG)#v#P`1P$a*ftVoq{pEAUr4A6^d<ioQ<+DiugZFL7a#X$29zz
z-uIzY;r-inRPab~7OZNlGQH9xGp$EvE_S%dVz9QQp$$f21no6q<u#(MNjneauKm^G
z61zeSBHmZrl+-_rkKqL(q9l#tB@8GO{tMCw#^m?peUvt}5H+=s(IZ=6yvd8p*;m5g
z3o@p^zW<!GTKxX9Kcn{;oAdWWao*d!FpqAVZ;G)47aZo=%ED@G$uo+{q(BIz8Biu4
z9Q4YPs3N$Gs)5LG%|{<fXlQZxf#(v+Cpkht>hk93nPrYSf7W%3aBi3tWozCs<b-(z
zBaqh-yyv}|IK`pof9}?^#|2-#6m#BWm%}5@#sW{1nImT0CF4K&3`_V>E`%n1vezS}
zYIc^A>*E-FZcYRUlqbK1VkxH%GWQ5um9Hw(`h{67#Zp{B7$$Ys=I=HVE`7bt_GyHg
z_W7Xi<vaMrgvd759><V#h;-8a0|&{_U5`a1)7vkv2DwvRCy3+F|N6%eqkd`BI^1v&
zVsLw4B3pCs+z=%RUzR82rQ8Y>6)|c>g4j4CrNe*(Gx^J#rg;W&>;>F#o44@<+JkT;
zF>_?d{&VrzP*FQqJm~`B&i4kuyiy%J6l3bhhi}ytds)Ew|7l3WF5fqEFCu0KaG^gM
zNNhs^23f#_^=?QRh#RWf3J)PwlJ&yoSMKNka4o&-T`J*SbkDm8%*+cNcZar#@<7Ar
zknoGu5Hk<?YAMv8kWA}Vt;+c?#;ys1HRKEvptiP!l<;<7T8bm>_#g^sC#fS+h(T_=
zJ=<}!+iC<^NZ^^wLgSj-P6mk+5GiLwjcb2aoq{R5AWYU%?(q)(FrTOD2<GolNjT`y
z078j@A6dGyxG*^5=fy-_ULop}8S@8uO@kK?eqYO!Mt1~P*I)ncemb6d@_Tu}Hri{|
z7vnKQLC6BytLlo`>!Q=^x}-g0#69^4S&A2so#Y=sEJnusX!c3o-wV>78=I=7R55z7
zmS7*6oA0m#WzT*jA8~RwDC-ho^_P@gC|*`u@vavwJ57&zF{Ko(f`M5UF`JfA;XdT-
z+nOJ)ll2`0F4CbB^=`Rv3LzI|B$H^EnaF_Y+50$jjx`45T$5Z+>#+KiL%G2xo&7QI
zYxTCUfBQm>?QYpW$O_#vCA)z5G%g5mLcxNz3wNm;bm-^!s@$P?EEl{g04YI_C#Hi=
zFkds2k3Al2Zn6JmU}yu`)b}-sH~XCvq?BQB@8;%KRnOC6(<Z$Y$gyaY{e<=bO#1$h
zVaCaIZP-;3Mw5=9Z>nyj;-CC}OqiV%C>18^JAt>M8nUk2C?B%0)O&6F046S%GvTop
zqBw=Q--$aeuRd*Wn6clKNla)Un-g>{YM2>^8tiAjHo(<?*-z;Gdv?UV_YE?uzTd#Q
za%@pEbFH0rC12rBY<PwfY(Y&QBuyXETY57#F5L<Er|jBkvY(VYUy(Z>A39Iv-^%J0
z5>*}0L&}OLeSw#Hfp=sk<RyCdzw_>h_wI@RX=7dO;Qa8#`~CL3Ffn1f*hrI58@tSu
zNdddpQBRg_mNd(CB0AvRS&BL1e8UN8TPMbwXC}-yRH-6tA90U8dNy{4uDYMk|CAWA
zTbwZ25JhxvP4IIk*k;5+)UF#*wcu%*_Cx(ino#Wtt=Gp$17WMAeUoq*L*mQ?5%B@W
zqoV<3(xiBhKoqFpIkunQ@=iGYgev8Ztul2O#+BFGyBLjcEnvF>23?e7Uj^IuksZPK
zSGNvyt)od%3NIP>m&pz%np~k71N*jOvXg=^21@!c>Cm_2;Pzib9rAM%7K6}>h`=xm
z`n**$)6u1+Ld<r_bvp)1AgT*q>sgd4>)-xl=hea*$pz(3>WA7{qnUKM-`seFVG$eF
zz99|`weOn;>{1sH?qx)AHla1eg@jvF11xbT9|Y2T6|M7MwORqErBfC|#@}Ebv0Efy
z5Fhjzy(!&2uNxd-=bOsN8V3q8<`JoyoNT7oi3cRz;ioVS241L9FDkze@(#_rOrnN_
z5?W40NeL~lxp5@PZ*ie~|I)f!u~gNJFeLa8*3^S4BLU~*IKvKMI);l(%uYe7Wt~4@
zP?V}3TVBEY5pk6`vL2Le-Gpsx7-cl#P?kL^z^oTEEfCtkA1Wh2A}atQR<I&nSOOWq
zve+qFC47j2S~#ympOwezy)6~vg3pRdlW2pPX@Q0->*OuFv?ZtX9WL%rBv>99harM~
z*dcrHD0SiG$6ebGt5z8{B5Ktn1Z4EjM*}b>RB*t&l0yF^4V;{kR`}7|U{&KRWEKtA
zaB8NFz+>+$XjrBApt9k-llii<>7upK?uzlsmaaN2bnp#4_R{J>#VO|m^Q$l<j>r?9
zhXK;&L!e5Oyioc<i86S0#!hxd`hvwFG;@}>8JiNkaGq7(5qHhE0Q81{fv~y9ejOTq
z=Nf)Ywi4U{!eSu0$n}p6DL+Cc+Lhf@)M?*;yz`k?UB=`?Kq3E$hUe7eRP>SOC&tZ6
zVF_DHr+(i`zB6|Z{Kuq_qVM73Q}1RSMS^}dE<dv0c;(wUvs+j{^U-@H?wzzbIEc6Y
z57zx>F3!UK!vC-r=2wW?ECO<gCsoBxVXrKA_P{uz0a!4iNp|Au`XvG8K>}NaWP?Ce
zByi|9;!zNolGubT2z+QAwBO2ROQeYyXur+v`gjo{egR5G6(0eY@pXXQG=5V1su{w`
zu8rS!5hs8y5oP}swD0_Q@U*b>zJVDrNXPVbHa|hb<n(P$bo&LLfC>50#$B;r9}>u|
zm&!T0hvh?Q@Yf4LjoEUC$Wl$rnS`a$4bIOjvTUp}Y%J64^YqoMvg~Ox>8XvMO&dO^
zHKwOso0)=UOciCG5|=1l^gaXmErpWNDnb(4-{^5Y(#?JJC#U<*vs3#nEqfjS=QQW-
zH5MK)De95dHTS8ii|qMO*w$`98o_@w-g{)&>z>@_p7gkqQN4oUo!DBG*s2x3a1IUM
zAKzbkwNPb^=ePS;Zwak^Vdv}jYrM6mp*$R3ci1O%-^Cm7)s1_-Pz`!fb+u|d7*n3{
zg8NVa&{$IcXukW`i{{>RkXzo;wAEI@Y}e9ZU2ghl#1y|#S|7t!)N0`o%#aIoS1-x8
zOz=gCpnn0s%lGPapJ$UB)tga=Z~7XATwqnrViO0y(U3cE_HoF=l3aX*CY<p>gpPB}
zYkB9TX}|zB<>_5@wCey_=HQLQCb7<(IDj8{Oqx=4x{T2`=zQ`h7u<@eC{_ph<%`@)
z$8XNO;v+zlQ2}Dp2kky*OTU^jzqX)mw8lju*18cQ+n6fx3#R83f*o3YdfF5RM<ahl
zB%6gbuPa0^`f&KnwJuBsd+1ms0!D;o@)N(m?^=PN?>M7toQv_qko@2b!!W%h*pyL0
zJB+j`?mp5-AIpAb_K|sjJK~CN38siFm>aVTl9oBU`p`M|UYHQ{np6`*3L?G<FPcCJ
za`@DUUb}MO+W#(*<^vYA_Et+HWF;CIWRiNpOc$9s|LrJY9>FoFDU-pD34q@_bs$^0
z`#YB;7Y2)#NqKVv)dF6G?8DY2&H^6H9tqv>#hS|9i2w*ic|7qQo7VwSBlu3y4Fq0x
z0wk-Ssc@O*x-Y@W^#<;Vo|iX~8yW!aN?CCHLMZ;Lf8)u6`Yn;42I++Y=6nO}eX1{G
z$OTT19>1<SN{(c&)gF4)5_ocdiP3VZsQ&6^`izL<mV(|`)WiDI_3f!Ixw%E8XvW#>
z9i_kWii+w>q)#3uVuBALPo4-(P%1Pn1yVGYt+)+-tL3=VLS4T()Ui8>C3}pJmB0^o
z?Ujtqz9ihVKX6<A)?B&IRxoY(`s!yLf9LOa{+Gqk3kB2<OXqw^K0XP?Hm~b%nEX3^
zUbaB}PDNv*FymO^P)$b$&w5RM*)DQYZuBG0I^9*91h#3P-A^2d{yIc@J=H=1lH1S0
zd|$t<vK>rdz|%>KTObwbpo>~dd+aR`kNY4jVRXrzd;~Q_7_lB&Ad^=Js<g*kZ!K#z
zD;WspvmayLRc_%z5BZBW3o9;JDn_&j56&SXqOk5WpUjD!K#&XDzoo!qWf$=^5ESf;
z1%h4<qcW6|EWj7@wNT&57Y7D=UmBbG{P0C@utojz_y3eBw)Jo`+*NtC_+IKZ$BC-k
zX0rP&$sJdvu7!!>_P0_Ix*o9St0i`8-&a?K*H#1-jueAd<y&C21$5f@I2wp$V#HmL
z&|A(Q2iTSJrf?k#6PjH<PR(*+iEO!~rVK74#*9W1R$Qp6lY`y!mLKBtEw&Un3B+U?
zk;uy%*>ZXgEubBw=rT0ACV*Zq;{)GZ90}t)8f@@yNXm8=v<()C9<nCFwmhM+C6Khi
zdQhStFlcZHF$QS=b|`gE$!UZ$fFGc&aOew2xtw0{Algq}>hS<9?E><FV*}A~xxB}P
z3$9~_dzOiET?5q>^MX&1Lt1<Ut4=FaU>qj+MOGUcZ@n~hHQx;7Y74XOYypE7AY}89
zZA6NM=w?W}AypTQ?W+)tgedv>O<JHX5uo7DAxg-J6!Z`t3yiAT!1*KUzRX3Ke`&Yf
zCg!#xHXWt`qv_M@KaF<<aM2J<**(g{!;tT!))HL%Fr8BdQ4sg<x5dF(xKQ)zpNb`=
zde~-lnnT#`N_NIgYYT&g+4~>le&{sKBUs`vP$fJzKR6Qh3POm3Q*UTQuRng5$fNAV
zqm0F@tG(ZS@_sioujBYz2l@khVVQaq`xBB2G#ID2&2&q#0K_HjEW-m#?%?wX95^u~
z>{nX{pQ;Y+W9un>>s5XEU41zzoQ-Hv1yAl*vF}Z{e-sGUHp&##i&`TEoNw{@aq+v~
z<9#_L;L~;2)o`^LDUY}Qu=4g2aXg)D>0#>E>A7)x{EKV~di#;s<gl?<1u;=S39}>{
ztbHtYQBOhs<qn$!Zo|?`BQuPd6+iq+WO~!knt)z_AmKfzmzuzg;9~<SA9yvpX($_B
zalR({_SLQko*?pYqVRa&Mb#7b@Vp24F4pbI6^@kUt<J~zvhuq@NG0$SWa2ClFT&Oc
zlbMBkzld2pz2lwG)Mq+7=Ltz3_7}U)eV}3gv)<r%;GgT#UhM#8rm}e^w|wJTS><R0
zL*Mb{UQqC>ADPZTVc-Q~m=K3iVQo?>7-Zbay!R!-?~lq&4)Gs@NQWuvMYgmMcm<1s
zeXbMqu^f7hmJ8maP@@nj4Alo`N0EoUKVth`{GKkInZ29j;d{M@@2@=B)CgH5cr5f7
z1u$OS_*Uo0V;Da;$Ef?!TQu(_B9bD~i@nIpoL&i;1qF3kJD7;Skf#ju%}vU)P&ZSD
zL!Zcpe<h-cOpin-?uwI;>f|_*DZ`a0?qkueN8(aaH6Rd<q$Jqt4mY8NhyefQNSmvs
z(JIO%fb?P^+ZNydm%UdRx)1XMrr`03t-@>zV(TyEkV{1WFMNb~z&gf9KDnqoDz}{S
zB7%Jawf*=0&|l?i*wcrlAFg3lm?03Mj5Vj$W86;12F6<WhNmem3AVi8m=ciP5RYbi
zILCyVZ=ck9hj0knhZwZe;U8YF;RRU5vFI1~F@E`@ObuZQf_eEFi{GLzd&w_eG2%K3
zWIp<QC0{WeLq*>Tojfj+7QBiR;U~o+Z-S3u+O6Bz3G8g9S<Wr`utEW3({fI3fddvf
zNn${OZDLUrp<3|dIo{`=2~=WS7ulAX32ok3A{VeacQVL)ytykdQ_6!k`g&QPh(WK)
zLx9Q)toGC2qr}T)o>lYK<Flj`ps}GyWho!tILt%=x#iQaBs<<$W5Yi3MoZx{(&9u$
z8#`mqn@=kyCR(uF<W=R5PuvS)s5ySAJv7sEE&qYj)S8Ky8O^Lp4wy<gQZs40lFB~Q
z3)t(bosB7LMmPncjJ-s9HZ6izWHC|oP4Uul@o5%|TO2trcH4?d6o9nBbg;_^&<03&
zLq*8Bzn2s3t<x*bvyxtYPulUhSO3Uy*_VyNFB|dU8*K9s59&4;?P*!ceWcyVyHD<S
zEA{#v7+HV5jWNCTXn?kz;jMg>QnNwMxLs3eyMmT;!Q8Vib3FH%5}9w9vc8{U(weyU
zb=ySj{bwnjKctNKkSMEG6G<4jjfSc%rECfI@9?sCU|IK%g!-R5<lhWCN|q~o&$n$j
z>f;85;QNQlAu?|z=h|fEM()k^@>}xvC1fv~_EEh29<}}I@#ic;YxXqNMZ{w*m3<gc
z1UNCkZ~|z3T4!mmAi#}_)*`=0JZ|uy{U+Svr8ZnJk|%1V)wcGNsCf+Y?>Beelg%Tv
zw@>9YwvU;-{4}HklNyO5qB+NBd;Ydg^b>b!WW6V)k0Z+`Z3Ej`m%YlmAYK9{2_}@N
z?VWkVM0E{;7|4b+BQAgY-!`V?@B|2q+C~JU^TT-V>nquHgjy*PCxY&)Pr&8Dpc(!O
zP{=ROH)WD=#=oS**#{(>;o8Tjd3IL<i9WjQZV>t!<_y=zqsQdpR*9VukyaP;t*bs|
zS){<O<}DnyLWU>)YK7J?2}U&dup#7<DZ0~O6d|N5FbV=v3C}tG8R5tmeFuPKlyiif
zgUXEBVDBq#Fu5(hOkc4{*rB)vn)0li!xhV8DHBop5k5u`e*;qgkPtMOE0{OLRrrk~
zBN`d}AUFW{SBQUyL;-7RH*<*B{u_1I{R}iROA>SiVIBEzXXO;WCz-b8l(1$;$xbsw
zN^D<gmiOs*60>HK<NMVD>Uo5c8gTAJm4~cCT3|?^R<ecTR=?=oFq%6yS$cQrguyJt
z^__h_YSnG}{%&=lQdMYMDU(%6lNBj-8mwz2mLZbD<(pGVAbj2eu{{ir#*s+jLOx@#
zP;fSqCB&RHWQHYlCN*RxO<q3Cr>f<{Yx==z_~3ida17HsN|q-#KB-ctJ&sAyjFKS|
zf^X13M%rO{;q0oE>1vd+DI5~X%yOAG%Tw5E6Ip+xA_DVyPgT`$!z1U<R>*ny<1I=b
zOPMElRSPc#1g?g^DUOPnOip#5efhg_I^O%seS(we!oMBm@hKWC5y4g6BIqYjJPD*U
zC6>6;>l5pE{j9vP-+o>4?yMYhUekPP8A_EIBOWL>b=WC+9`U~PTU}G@3d{*l{KyJP
zK-;=4t2l%K14R}M5@81kO4*6{6LI89J|D3VQK<-{rpAf>AzWAKUbF{YjME*KcGWkr
zZQ*RHj*dROAAIwVAo~};VfF7D$xa;R<R?kcdD*uUS>Hc1zu%b7Bc2w`IhHg`8RHED
zH@-|Q9vNJG>+{e`wB_JaH63_j(f>F_JvLn}CPVXWs>Zv|s!&7}CF@&q=65$XVX$?o
zlPzj8>V=t`>!UY`NNM0AzF9`zao$>SS}t)~T9I1bDK6f5mRivmtpGH}W?$QVUG-^)
z&!fNi{`FtQ6C2y-BvRxM54yEOJqC(DhL7*TlGiwjge6T(1M0GmHJ(j=>T;KqozW(n
ztH3mtEGxbGb&$IF>^`6<=Cb+06*~_<>ikrxydnB&5gpX4;e4oIvH4Vf^&sc7*lp4^
z{&#cv-+hW|PoLWVIk8}p;B1y1@u0kl@P4#nr1DS%=4}SLAY$IBksR}NuG!JY{5i;|
z%RNkOPd6y~z7iGF>ETHVDe|!Aue9f{fEn5j8mtPA(-)62B3w!&XLS6t>kkH+#(qXT
zETQsj5}UZ#wOaFJqd>i$VcV@El|LlL*WsuiGcNC{uFZU)?rHpRS|9rTryr|J&(`d#
zQlOsBh(%p^oT14i-MjYT-uKN0?@bDq`yU&}El$+DuNg^%dQj275IcL<ZkV~H0&F+r
z4aXoTn%Tcb6z^cYc-PjA5F2%cd76szbv#T~PPANjZA}n4qH6|{^I5Naz36G64p>Ri
zV+X(e1$zDvA`o%h{MHBIzXZ_<pjVc%5VZJ@TpUD#Ymc2k;p$`#{_!8enh_a<!C}C|
zPmrnx`W`;4Si(fE8zcza$0)(y+IZrHh)nGZk|dY_kXij3s4uA;f)ab&4N}5eZyrqJ
zRVwLX0oaS34I@s%?EgCW_j<cyPfsXc&wl8yR>Ua`hfbkNnY%ki@__X@{S}o4vd4|7
z2UUfU`+F*Nj6xEI4jobFkPtNRaUYY1<K<6|^==Y|pzR`Z91fRp>zMWLkYdm^?Aw;Q
zQQzU6dkIs|+SIQb6WDe@EhyJ{^{mTjBMX4mT(n3xFLl`S(}_BS)lHxrUc7iAkB|!x
z2#8pvrn+?H+wBbfIlfQjnui#>f_!=4PC<X5)d+7K{v!7rH#mXL1XU|gnxa<u&%Eo4
zbho2VZyi3kh(KM}oQ@ggN4F6AL||WdNP#HeCb@%gVtu)_w!?56WGChiO8XG&fJGAu
zvi93g@x)D}!E$T6Lt~S?w^j*P7M@!SOrvA0na9P27;V#?X}<!!i*M_U8=m@KB;E`-
zF=rgF%Kn<UwF^2?87(o{;dteqB=;z*E~m&Z_WkbZo7IRVt!)HaJ`TM2eD8}<VA9#;
z_e}`fJ&K1NVTTd>+->>KlH7Q<X|*JIGWRuPcQd_YZe2Sltq!LYbCXX-BzTOCxEqRj
z7*<pyS5z{%-?R4^fi350KEJIv%orfl#3NO~eYc8FF8@wfvv@BLs*PK$|Gv}&XV=`r
zj(=_4itC#%?d%7ub<ZJz&k0ssBcXA4d8-y$D^Tl$WrgZfSdT&+w<z=?SnGrt?4vDh
za0;wE+t1>4T49^lun83Jsu{1*LtYmFC&Y1d<g0KDase!indnEM8N+C?=X%$n6z*Bt
z9b}9-43R=Oz_Uda(gz%lad_-Drp(#~NF=(3v0gyT!16}uvKV&Bu1!4gB|<5m&`NoR
z(#B&Ef^=d0R}d!bf>Lx#nVQGXf&H?+L-(E&xBfE^VG36vaxW3egJS4O@r@%c6)U9+
zz`VdMs!gios&1yrdI|$$TW-Q>CQxzU9LA?eQ7rl<T(n2zX4h%wdm^k410nc;WCKxA
zhT)ygG?hs;mq;-fP0;!GX>2HdM4uARSzb?c5uvk<0B{f=eq1}(p#6tk3=v_!VrwL-
zM7`d87^wdHFXhpB@VecDQ0A!9b$aWWKLM=`9?f|}MGg)$PU3?9W9tgsMbLkzf4t|h
zen#HQTDZsjSCr(MLE$1jdP;8awO76AmjKFf7lQ0h-vn>VcM+GLyeD>tCyw!QXRvo?
zJG~-0PNqA|CTEf^hb_9zn$4^#c;bO+`4~0+?EH_qlwf5f?@sUw#B{Q^;?M-&G6EPE
zZps7kV2v1bC14OI4iyCy(rOow6^6(YJh1`VApxAD#kwE*q_l*}gg9F$cg<2J4U<K#
zL{2a7piqVxx+gFKB3Pw<`!z5e#>XTIQd~g9i!+mJZ6c0kyw+>?Ce{ke8Dm>~MlF_Z
zn#Lrr(=Zj{t&{oABiJAR_x_1{9>-yZ@Y2_zHYOyP2bS!ptZ>r9nu|-SiVN#pLrD0;
ztXSM44Xf+LCHEet^Y$`T7U9yeUj7o&8CtvHK7cSb*SB2OvE$#Ql*_Mqmaz6-Uw{?$
z!d1ofMR$U%*}9~h6E<s~<mF4CnK%~wBTQBB)*^FL*<t8cCV@|oAFpsm`yiUj)0oZs
zLoedBYKd3AbjZ9P(7aiczWgNc(N5W{I?jzy=JAahd;$4xzJK0c_wZm!5x5HiuTotp
zJc{1Bjk45x?*glLGW9udh$-^OJ($o;-Q9W0NGFq;7L8L>zu4JLJ*($OISXCp32)`b
z*Ib#jdM7mOb<|8#SJpFv&gK0?;tpX!tKI<vE`I7I{_jd_qe|-DmefE+q+6FMrwQmp
z)WkkeP0pBS$5`C|`{}3j3UOI$N577?<GApRci|g3q>Q}?YSp2MD4n}6R6Dlm?$#?u
zYtrPJ+fLuP=S0IS5k-~OK{jA>ZC7p)WowxRBt6R2e&INUU54r|Bf4HjpZ>e|b;kt4
zE_L+#Ym_if*{C%q%5_*-eD9XbI&T<7q>d>*_<pI1-I(L^DVyKl>B@`Fi{0hw!@7kP
z@U4QDJ%e;nhyAyG85rgfhj}Arp9GEW47B63hi1P{{Hp%j*)%<n4KhL}`cM49a}KH{
z?Kph2cKHO_A=cF?{({tPqon&pdQ^-5`Vv9?C$0T(wXAXCr3gb`!Y_rJ@OebE#^)Q+
zZlvG^MD)&aFdB}>e&2_^`Fh&*bpnNM1$DtT^+c`CN$H#r+VCK&N%Z}&HWcy;k)d@i
z9->c-?L}ntpi)|s{gC&#zho(p>&j20wpdY%e{28n%hSd^Qc~<Ad6@1Fi7Y|k7b>fq
zQD0&orYh&k$-%q4Pl*ITk$E&=-$7`Y43RE4cAc(z1d@JjQs6Q}5W7MpI+DBZTp`9T
zB79hv5%Fp`q`HR^_7D<|0SLWdbTEc!Uz={zoCM6(LCN>uvaN&+D03w`MK3~BM1i{^
zfGe`Tn-_)xL<?}|a!OdTp*rO3GkF|#2QJD&62HUW=l;>I&iJ{csR9t66+!QRSM?3}
zMNl#Q9ZOd=9J)M0n}%E8mX=E#OVx`iv;HZ`r;mnafw%@VKU0T_vh`Q83AwWg0dw+)
zoAv*ae5Ld+AC8~bkCKA0uB9++%?EB#QEYxV1N8HyRq`b=C2f9+X_?HC!s`XKmy5hS
z1&AM6*VgEtgS&hN9I(;1!lHR1TA?@ohpWDRI`P_x_df&)xQR{#*qs9r4xf8IHmv^u
z7Dl%oRN@Exf`-s3u>Uj+Cwde}oeiuu{Cs*?TEzfd6`bq$#`E;|i(3<@|0C(T<Eh^N
zKgT%7JV#j(=cGbZW=80ogN)2VimVFRijZ|2>nO95WJQRKkeR*0RYLa2-t*W8$2q@u
z-{0fWA9WwqmGk+$-_O@`y~dZn27#+Y8#}%#)-Ys(C#!i65bCZW4~7DcWGQ$QqKBMr
zObH^k96*l)X{eH#Bxv@3JbiVO`g{IrYz-KaP3>xA$?tAWF4DABh|9;_%7F2qquXw)
z1eGhB-tv>1j<tQa4M+rU^SrOL_$Okx{F1dh7F%IS%`)#^i2VE(%VmG|s;+sL&i&td
zmYv#W9r`IhbrZWHK59p%>c4C|EA;R(_tOZQC&w>Yg&<?+Z#QN3o_o}LE>r5<`KKA@
zUuK;D&nDAhdiKogxA&#`6rVzOPTB3eU0`{`!))~a)t`h&nZaA7?C%%P=6B-iDwcHB
zMh+KV$(!X%ln*>`B=k48{TN(fxni=Ioc~+SB+a2f;qSetc^PYuEta=NXEF!E4B1M|
z(pa()JuoTL_!}QTRy?4Qzj6Hd>BPt#-u2rM%JeM{ut8E!-gnIH5!KzV;9%k2W=$sW
zm3dkKUjNSvhpgE@_ZG9azOtNOw`WW;*q1xI`Bi0<feXPUu9qFT7q)Zlu+-!`3b`Qe
z!IQsz*NHi{|9y({7v-_r2O8de=91)xxu@G4A0Sn~V;Sb?m>mP-)IixV6VT<nHG0S_
z>ZtIsP4;puL+kp)=j839Re^!cvb(i^jeX1ON$W>5PJ2J(lR7slOagmMjvd_k-iNq=
zI_E&NFix^}$Ndw}cr)FSd*T^i1*IcvSJrL!Kr%;ONFohnYiH&HJqJt_2aMrZlpPm6
zuy<lm7*0$o#2C{Ei;`eex`A{K2}0875W7Oj$Nx=0jsF$M1)@EP2j@G`G=U^^yQviZ
z9wmAgUK;z}PVkC;<~HHSGBRV4mKj;>PeUdikCNT;9Vs?%z;1G69Io*M4%Nsw#CP1K
z(2AjoaU_jt<n?JeoTBP3I`;_LPfaJnKi)ZkYbh0UTc1wz@7*oJw;3?@5F_Eo{F9qb
zwPPXV7IX0A7rt9Gczn^jRl}NUZ9sySq}^DYH;wYze4*zz^s@uKwAMTLH#4)wo*%dd
zgdl7Ujl0v|aU>`7alx^2wx_?p(@OEQ0aq5S>%Nz1_VE3!ms6Wcr|Qb@kvwom-9&h+
zOs)^NoNsnU?6X@=JS#}T#|K#QYYMaz9jEoG89v9RhLpK&bAHR$XcI@Wnn7A;Jgc0k
zF-tD+a;@#qE)2Va&VGM%=@n)cI-Jg<N+m~AtAX$c&dGfr>|ux_HDstW@^OOA0>iuP
z_jT{B_AKzzJV$s!bTGWMIVS0*;OQSJ#kYL^UOkN0Sy@eU5IN~HptnB@?^fo1_xu98
z80y>5oo}XpzP;}&<(83NknV%qW$W92UNbN_s~s(%6|<rbbBkrc)BQBLU4N0o^2PMV
znT)I2*!|wXVRV%dr739x*JIyz0)G=AECkzzbK+4abbu4fLZwsj7v&y*+NL)q1zktR
zo1r2;@GNn@Lodl(@Z9A!Bn1uAnNTo$XvrVP@pKD#c5^AJYV4Ik`)S`->nC)7*d3d8
zBsk~cjAMt;ixApu1gN#nk-!Dj!<4BI4QppkmUoUYE`|)Suu%Bhb1p;=q~xk08~)Q8
z5)>~VA^T70`qI=wiE!4$;OQVv@cipPIBhR;ng`ZPMOj}ugc{8uFK1Bk+whA2J%}l`
zm%hq5xK=E0c->FiS8Ro`;)Z5W-eBH>(ch-!m^RmmZH!=Yj`_ibNW_%=Ae6Ufa!33Q
zjriIMdm%)E#;0ZFT53Hrwt8lad$wzRYuAwZCd!b5eg%j54|C>cl)%qd0zYHID1@iu
zR7vbU`hq?;_;HGI?#v#VGYHp_+$k~s5v<HjA;JY5*t&+%@ix@BGxABiDja7NxpLQ#
zWMgtmei<(4k<<o=gPVduvEX<dtqdNS^Dd_h=8(o)bkp2V){CdZ7x_4`$_H?R0`}Yk
z#Z@lar%Zbk`xf!6NzO}1jtTefoLcu9^YW3x6D7CO(XpTCtu?RMw$I(Y9#mpGnXWcv
zP^DtkYKL^5aUYIBDc?2u^aq9&i?G-rQtzg-drr5UYKAL3riQ%1^*py2qNZ;kKR*``
zdCtX!h`>x;;_al^+#B=K8uLOB>0aqI$o*<4URFDSt22b^QgkU98anqFi~x?O|CkaC
z;42~!WfVmYxsOk9s27&!A%_Sn8NJopMQ1%}hOu6xraPQ1F)F75LS?N-b4Nlpol1KQ
zWxED&`ZpY+p;(6m*+s8O_YK=thit=l$t<JjCk_ptqPM?svo@r6A}f|~h5~_Gx&&J;
zKD>gEfgsCWGc`j?1E8TePa|c&teRqA7myL;FeAx$>iE&@?_{g(IT`iA&6h~rH;q|1
zG5ooX|H`Ven7DFhH@kDb1PP#NL);+jS321^Z<}#F_0~4t5HTmqojsH_GxT!NVhh2+
z5^G%7!rdoZc6(Fwt6*3v6E&SO<$S#4Qrsd(!LA!PQ)X^gm*&NG+cl^H6$hD1rPcp(
z$n)erD^45XOvfx5&KA7YqK~+oh)Mq&Po@*Y_4JPxW|y;=VjAZnEtIsV#qeV&OZe-^
zp3A=`uKygWlaljPmYCOaIY%OxZ?7C&??gLaCFKgwhBPPooxysas&my;oMbKsOSkJz
zKY1=s119nWZ!QY<S(gPXW%>#a$39$@H}Gk%eo(t5@wZObZ}ShSrLrn64!(bycM};7
ziW$7SQfi!kr^+u1#=C!RU1Q>KQtvp6koFB@{oa$M_T-PStRn}X91B}g=uxy#gk`CZ
zRU|LST6LnA_H<t3cwe81xgUa)ybYdP%A0)m5tFhxF-uSGF2$Fh1;S>%f^GOM!5Su4
z+d;b~7lel+eF5{08qPzgKE6@bs^jNrmJEncce8T$A8Av^cjw<NbQC-*%s#C62Ju^c
zsF{3+r$$=-_?b6>8O|GOW3}R{xr?@@qPof|b<3|Aym>jBuG@H4!<wi{|Cv@fM&kW^
zi|w(yBK^OKk@a&jQwzf(^dUWC2UG}X9D6`Lu^!8CUjy(}4+V%5=4Qr<TuAVvN53k<
zxnU7Z92IPI$I$RItPMedjDOIGyI5Pw4_|6=JtX)l4jg<pQMw$tsE5vuF3yf2uB<~7
zp{tEk3ev;sDT&SzGNGcu!%Lh)>WF!uD54HA3FveRbYOwdbwbB;3^nQ}W2T_S6qMxN
z>7>J#?s36WN85@(jw6-fre-KmY*x0YnOMv_?KoWVd0{JSGR-3icWHp62dHtgjBKoi
zv^G|Avr#7@a3MrSA|}-5lTZZ4yB{*WX|}Q$tZAXZ<rm_Qc`JcJAr1Xgb-o~uIbW#h
z(eJ}uA0N`af$QJ>pnun$c?>*uLJ?=>Bcg;6{V>)!r1ifVXxYv;A<0O?MY<+I)zG#k
z2q(aK5ZY*jB<K0jH>aI!lTfoFBd|Npp<nJ{9}jCwuXmLST=7UPV74gKQFdpbPYb@y
zLq899-OF%&p7FKk(2#{GTw#du^%oY;FK|y<2v!vK3QP)3`Qpt4B0MA>HynFH2iyY`
zs0kIp{O^8;QHxV}%J1@eR4Hs|Ii$S7X`xL&f=dua?s?<={UWt+kSy-P;FeD!yfNSY
zHa3jzp`S^s4ekhd@gv~Hyx(6R(oMH6ktt+&4>?l8_!wFLVHr;$Y}y?ggBUC`!1}ar
zCAeSy#{)x?-HXBEwt6Hx!0`Q8YjS#`Kc3h!bX?OAyg*=53`1T=^DmPQ+>dkATns5e
zCv;PU1h{X~<a_x#5x3f*5%-+Tjk|tb(G^Lng#()vs?(VHv95Q3Cu|ro^ey>Ha(>=)
z$q-?E>Q-rts(|{_g^W*8<;}YT!DaKc{XbIX4hz(s&&_-`dieRxr+pEPPZ!kng*Egq
zYUqjFL}~>OMl3D&FMZiv`Vy7640ef(lSas`Va;>dGyU)0><;{iQnNKA#RX&u9r&0~
z{#$A8d;VjQ@8{JD<NA@i9@(W7M^m~FzkL<_zGrT9?N{r#l)IHd2)XAjw=TDB53TAL
z1O?}cDI3%FNj*!@`IZnlHE1Uw@t=x`nR|V~lB(^0+10ne_QvZ;uDfM_1=UaBm70ET
z(Fe`2DDNOlRA*6?mqmEga|^-u4N|W(tW!3elt+wks+N9bnJb1mhqoU6cgJG-;qx0E
z&_w@|JE^#;iluvM%a;t#xVKa%7wwnVDfPbyxEDybxDa>NmNzU8-btbr2g4S4<#bWu
zN*iqDll+b~@;$yemCFgW6b;R;y^2n6^Uk75<8kLNRehFwfu?`kRiZz#mHA&A-|Bk8
z^D7U`8;eao-SE?OlB_d?<tC(EI8H$URDg+MA~Zc7#V)qv9wd?+Y^dFhf`$Moi=!6W
zGZ<!g#v!yo0Og_Q1bhqRa+7HlBzPZA!&EQ$9w$GtGlfC_Y9KLnH;`Oh_{c3dFi`^H
z_0$PG_C0$Kg|-vfh{i0^O#zJeYnno!L*rxaB?cez45LwGqPra{Ls#uTn&b2d9Qg8%
zkm2dn>0>74Qo4T@DpEM_1ol1njhL<mUdLnSVy;dk0Pf>dq67dV-3>uHj4x3u#W$X8
z|G=D|o5i=q9`U1>-297*@cZz_=j<k&x^_99Z8sAbNEZ}=JD|}na)13%!|u0?jSbUs
zPs=}l{$_qDB?uv&P{MrwsZ&AzjU(E}PzW{`{F8F-syJ`b_D>v8WV&4m+;X+ayJ2F`
zzRDV4M#%zQLDOl=yWM+CxV`d|QZk*_W^ygxfEkL2()tGDcrU4ZD0lmcR)ATS75|b^
z-puKxwjGJIQ8Z#myO>H9IDvQm+%9(g?#dAuGOw2%U>tZ$!jFPmMb^e_Y+q*_i4G>W
z2tFe*T%$HSz1xN}!?xZGZU4L>UUc+zV-KB$^lVj_6BQ@(N*skMY{bhhmj!g587k|u
zT+SiOSOS|nN5XSu>D4E?3)5A<23mj3&;82oj|wZ>9VzRlTmJ9uvi9tktrl&m0QXh}
zu*Xz5_eN)fbaRfvxQu-N6_r-SO9*nv<>8;>0K6LcE#ZpgINkyPN@=1ehwvUkB^mS1
zOR@q3M`QSRULm^A^j+WociwZ7us_gCA0loO%UD#gqWT{ms)#Y~gVEznfFw1T7vB`F
z((BA_Y)}#--+1w!g7ec`v(UuUb1zO&F&q)-HDp>CAWfU-7pxL7kH-+OJ2wy%+SG5n
z)`A5egaOdw0}N*~zQx@dRLEH~Q}DE;rm%MRd6~b1hfuUmDa{-*w1<jdr!=v5H()5(
zgr&<mUM2d^%eB2LyRyi1e0YwjyQk(Xx!16FF`>u(>ZHM&hw|!B**1E)AN1GS87o`E
z%OLm&mM~{k6b7rlFMM-fL=(RUX3;2^`Y$cM552p*@llDrx-cvXuz^ew7@9yZ;vpgc
zYp{F^Y>gwgVD6fDYq<ECsTtie(z~MsEFUCV6jvFJ2uphkOL=!BaSMFuOC@F90cQ@O
zmDxPKsApj~3{_iQGylsp4_L<g@ffPiFndUjv=>Gg%pk|*w&9+BErS*a{uS7a>JgvZ
zu+I&u>fV#%>e+@{ZgFxqstRgbN?r3O!VAk=jy_TVyLtj}?CP6nK{ik1vhzNnhu!h?
z)wJ#g!z07={VJDTh5S>nBO{up7kNd_Kdc+uLA+{DGK&ktL?cj41Hp}SdMF?)$TGCB
zMK}6LQzaRIkzxwmJn6i6{0SIm8_~O~K;l5a@*v<7wFv{}Z_*F$9f`7wd!uizyF87q
zfE_}wjDk%NfN&m|c{e2r_CQP{6{e8VviBX7K7cildb5&xnQ^J%STMz;0%6*ko^cz_
zH+Dq$3odt;Rb&|=(1+;|s`rfa<1Pj3!6S@lEg|LHAm>HV=k9?X4yIS<oAVH=KhSY&
z*pMXulG|^Cj$V8EBgh{Yk?BP=n%|qImMeQNzo9;-(AMqC9l(i3E4JTLaY11Zby47#
zbL?eohL^SO6j_FS@k!F@$+y^h{#7Bep)m7V`71y5$#VO@;A8clhaLl$j6&!ZCTA(5
zk%Hyn6C8vNgM*B74oQq+z4x-+N+Os7t*Wpv8}%zI_YMgj{(joNU2q(9qvLl*#qa7q
z@|Hq3_sR`TmMY%x$6-fHsz1p$qCHI}-6Z@Pq&7o3%MNxjH?kPUUmaAPS@x7^UC>Y8
z^$MB?G0-eran-uh)4nmXg+Vhq0_^_$kK>TQQbFF4tKE_2^|SFB{IgrYa1gI}5UO~P
zt9THn==~$5Ms)huOGRkwnl^`%ZU^5f$s>j+LA-WOW0juuxR|6fH?J(yE<e35n`%eB
zaPI{77J#K|tL1<A<5uARv1-_c&kkz5tq_K;-7k$vVX*JJXiE8(?EXWqY)1IL7l%ZZ
z7W?&=A_Ad?v{EoG#GO)hmOeYF9DVTfDdfE$%KGOfWvv>2axp#o@#%qw_SfteG4E_E
z`o)0uk*{p-fUhg)=>6O}QqeyEqWMzfPyJnAhq<~MKyGFhMrji38Wb8adt-g^Re2CI
z?1nLh9?KAVroB6A)v5C$6Fna&yoD-5=)_RQCv<s1#WF$G5Sxw?`5EBtl9wtcoH-4o
zc#vRk$IQ`iz<5Kkp|m90=9@bbqSPQ*C<NWO%UmDLL{AK<#>JgsUeaP?VkyDn;`ox@
zNX^`eu9A+B8X8S>di1O0n%!7(v4HM9geK#w)1m*V{&R)XpBrR2fx#OZDYVgbD1uc%
zI~)wkc|oXPk%#HiJV42b4<m=18G8%uyINJRDud&gwECsS@gYM92I}P5<I$v@5n70T
z9N^0DP9ZOp3@%I|->enfIs5oa4|(cwYRuc|$9g1!E)PF|-@*tl$zQ>1xJF8ba6b#=
zCc=k1T=QnS`HLW@4-GnBK6<>A2!hTlw1n9PUL_hST=WXU@`hPXA)PZO&OuiMQnEkj
zCwz!WI1`gljOBo3p)fasa6xfg2p@XJUG#-fm~|S16j?~MIXDd(g$z>RW!QSj3&97m
zl;EtJqM~>o(BfgCQ6E`vA_kj{`EMr`D)d>tS+{<@dHKpSu;kJ+cNfnLdq0X9x}J!`
zlS3e2Nx9+>y=sahB*lp?)d7+Lcxy7<FYvu;YCsFSgK7+R`rs9u;Q>6K0Wb;IsBtec
zr1(3L>4*3>_%4wpkD4)OXFB5YLh(Lruf@}%np4k^&^bC;w0}=XC-TNh{>kI?w0*eM
zpB;(MH4TbAJL{~|$RlK991HJr+6CI^Mhte0g_%k-|1YEa5JFoj$p}bV;3xQtuXoGw
zb0C8SB(sFC-I^e&LI!VdM?2V4wl7;J0boM@w54gw-`~|^0_9-eUj;2bw|?U8iL3dZ
zlFPu5S^n1wV@p>tTxQ0uvS`F;vkc9-^n?uQP4$}-PlK4}ziaAv#Kb=q5bJz!Ma$~9
zPR3>Wyl{m?L3FYp`hA+@$JfPiAFATsDZmRk6q!7}Gwm>FN8Y?7e$l}x`wZb{Y0TZn
z$oyZ5mhZejU8n9PHTRYOuwT`=Dw|;C_{BHBZh!svk#}|Sgh{8;_GhQ<w#pj5B2T&6
zfnN9TnSz(;F%c|R1{RaVY%p#AjlOv_5T+@%1An(DC`McH`q=k=)5!KG7Osmt`L`zN
zsXfMig>_pR-e7;vSEZJ}-Wq;xu?K(8Zq~8WKP)(2FWJa{v@JfnEq?m1Ta1_GSw|)L
z9#;ApPDI4-q)eB0gyf%te7Ej8vY0wD-_2(kbYzZgR%Ykz?!6OGl1X{yy)zczBDn(`
z{c`ZX|1)OCeODPR<opEOJcO~_f22~2zyU#N0<_#PwXSa*nWvUlUUzi$?jK(-2(YrG
zK6UHMp(~V(n_2Ds>efCtg#_idhk*tBF%(>7!@=<v{3e_=04>A%!rdK63+OI`9?JAk
z*vaDsk-(c+`We#>GO5U8R+60#)Pnv;*%bDD$sEy5NLS1_*_qy#h{G)%d3{?X(4E9C
zga?|PJz-d|3c@KA5dWD3fQUzZ$aF{;_}>0gCbnV=u1*d4hD*eB!J%9v+7AF|$Ay7c
zUc*{BMKDnE<{@Fr(u9m6Ko>#Q7Z!#z{)rSNgDNnqlP)SB%~&!11q}nX6beE6OZO0;
z;?7^iJ*k>B$5rOA@1e_vQd};hAKX`X_g2^-;wpSs&+8i;5xI8%^0brR2S3aHq22)7
zoc+k8(Hie&ev$RRqt|Pmdp<9hC&DiTqB@aYjt`HB<LKO4lfWeT>26ZwE`HhmnXuSL
zRK-6yI*gv`_2~{p_UNjxbv5u^A-^1=8i3@fX__Mf94N%Ppd9v*KbYF^cUJr)Be9!L
zU?}_z^eGqkKlgK+W#jVcJ+vXxk0T%BLI5(a(f+AE@sD|7tW^xEx23kwmDK5ut8+-8
zvJ&<UzkogADrtm$pRaXGVY78dpAKG`S#Ddt7_r|oX($K2vb~U4K7!yQ&6KGhwO3!F
zujt)y`snrh+DU<Z+nI)6M%WJ`YBC0Z2hWXClRA^Xbw=mqa-_C{$A4d-Mt43Nz1`2b
z5OwhfyRiCRTbQ>7p-i2zUxSoDc)=CsI~Q8@nL+6y<M7R6;OPVP?)@MXmiCTz2+-iH
z9x6n5+e|<@iy=d()<>p(ENrSN?mUKqZwWC<jIe3sJR^zW0CIb7P$Q|y5R1yCfb%cH
zj44W-Mm1dsCawEYkRw6eEkH7m22uhi(!~Q)2dZDj5<LOAnj!MQSql}v1(-hTB>s%X
zG8POwKjX=6>>hfG8P<;~xos#x?})!=N)K+S)8eP+kaEI^%kJ#SfKi!8oWQ*<hYRq3
znn9jb(49jf@Zf@bq#5(_?IkeHp%C#n#53g|4-#?HF0Lz1t_$`y+}2?yA?3VewXD>e
zWp%a%nX+lyfHqVQCj?ZyfAlrhqyD4LIdDT(zhj(cjxa3BliXZ!|2V3Jj=LU#Q5WZk
zxQ9ZVTYs7%uw|3VG;P6TNQ?gy-S?KaH<`B=N-uQjnWUnl=oy&0tPmnT7(jPnL>?Dn
z7(Ew)(^9=nA~=sz4a?BbW5Tbzjos0G<2hvB+fkj<)jM%GUhRmqh=@d1SaKW11}tnG
zcI*9R|9ZK6H|w9jW|0Dp+Qk!icNB7pr*aSOnt#0m-T3~qyeXnv165I_x*OmkG=^ji
z7z{af)U=>ZlqQes@o|w=60B>?Z%)>-$y3tC$U`cztAf#2Hq-z7-2RRmPFymiS6#nk
zexT4-bd_v_r@+!fkrCVqNtlB5{VY{8*uZsIKYPiyu~dM|t*037Q-W^N^AYe{bihG#
zi-H|`p-*5{q0XSva3JV7g-nO2erI_2U`+4`+2*;X`BbB9J-mE<i8&(BWh_vD^A+aa
z!4if6a6#AqunUNHBv6_jOe4#h&@gdX24I9F(=`}Jg8!2tRqfm^`pJg{ho?658VP`e
z8GL-fQF`W@-a}cvPqKPKFlzdj1?29~Az|q3wTMF=Pil)G3mXw$b5mlCyS6xz2p<=y
z8CH6JrU(2+r`#`@iT}PnGc#cNaot2V-khSrlhi2qr0W?KG&fJd24<VVdcx@W5VN`#
zT;@K$TB4uCsIc($nRAj)dcT1-xwyV{%7KagK?@aZO!MF1G?L`>#kyQ&^p*TLj7~p9
zkreN|DCv#VF+YMPsTk@Qm<PbM=8r1P!%v_9le;WA_F(ZhB{?DJsXn$jI-7GnPa*|I
zl_Y`Lo^~F-lpH~d)Ct867iOP)lJk$|F#Yd|5Tr!YL*!S(a85oO1=}gT6%YHAy1q?U
zXFhG-7`EKL8u=QxR8T#1_sB9}<9Pnk!H$q?&e3F)M+3*S&-vjaub_b|xSwN`L`>rs
z<ThMhi;DU_6HabP*8il#-W(Z<D_%%_+ceD5C&T^O{@3@SWRF-K1<ea7*O=_@H{VBi
z*!@^@;BZpy;Ny~n9!6Q#zf5r(Z<2SM=a<`IOClYy`PcbU>aRD|`!-EzoLfd-zp~$X
zMVl&lS%%k$1Qnh}CRiMbyEdE1Zza_{9x(Z~=6GZA@&_+Yy<s&5`Ub1E)o-#c@7!0z
z)*NYTSP!9I=RPJ&NdDy7_GoQB`%<)B^^J?|>x<=~bN9>_M(@p!X|o6vMy9&l>R^WP
z2HI#ILY<n?j}`A_kKO-#FInVP21J$9<tj{*3t>mA{1x5ZA8Y>#Mo*wKlGLJFJJ0AI
zLj6?E>jI&usa5}@O-?LR=#8J;mtZle9PPh(^T2KeQ4ZJ~GM5|1*v|d@1}0(~I*LxD
z4fJ_PMa7?C;yiakhaCLozC?jCqj{fYKUTPNKIT`%BNt$_XEuM7kSf(Tk+^IfJQHy)
z^i?qG9DUO{;+JaNRIVJlrySl&WO)Z9psFdPBp%#%!dB_q&>Qh+BBa&-tU8LUK836b
zgb?9po6+>AC{3ye+lw);Z_N~Rop!$Rwui`aU#tUa&kyT>g0GK*Hv&^NYF9J5P&LBs
ztCRq(p52CCK%&Y?WsG(<;Fyi=L>;`MseGo3qEQqDIByBIYt*boQoTmMjx6waV7(T`
z)duH26C)adQBY%{zg3YB*l+JuXB6V<9bWwFg(qnb31qdiBq;bM|7O=D;b~pqG=jmT
zaJ+H^Ej@}pF9;#ia`E!;mC@kSP7Zu-wh5>(;+rh;<1^?VW<gA$innQR-!jIKzV{na
zGPsWkN!IqE$l#QGy3{;6Lx5o&>0l82XKQd~2O&pQRg{`*=U>;?^-@ksrjWs!r(PcN
zaO{#J>6WLVqEvST7^`>Da~d{O1jv>~PzXi?m+T!gsOR1S20RH#gBCp`eDWT(p)hR2
zE9WFfpd1l3z&R1<Q&h83mzH<nmxo^ZB21)XZ6FO<w=@uvZxASik_3sivHJ1Jt%1iw
zLw(yta8EUcR&N^q1uZJk{r0~JJSf6P0Zp=YrEvt@nm^$L_zN;vRGHAad;TgflaTc&
zJ4;{&N&Oh@MM-Xhs|6v=&}W=aa^amwzRmMwLpTYLa#~axF2wqPe2+udUd*WXnA6vC
zQ!AH3-~8;EJ4Pe?(b+tFw|)=td@K~dVPx*fcgM&xubQ}*7yS0!i}p?!>^1(J`pO;G
z&O7X#&-6QQxvn@`j+)V~MBclkWpVYwe9P<Yf=BO0MDjcg2Io@qt|+k8fBFiWYk47>
z`s6aMG<*A&c~?0AxbxBSerB%wV$U*j=6wxzYW{Zds>;%aR=q;0pV(%h@+4$U(?Fv+
z11h6>>7Gf`);9U=JcGTM;Z6%bP<ZoxN}Q%-6i!#y?%l;Lrk<NaZbThqFvC!YS(VMG
zgIbk|faj3;!ji8#Edo4@=G}YpAD3N}FBU2FS_Twk&uAHqWE{<?mEY_kyJvymVZid2
zwpSj718$!ER?DvS;U{z({)WZC2Vbd~;S|hXh~lIV&JC(k`t!mqYp1UF>w#v?M2JuX
zC84HH&%1_yqjMFQHfksPNVk#kTx9__#%VS88_vANDaDM?bwHI5rpI1RY&Kreg$ELt
z=*s}rW#dY2KV(87)Tu2+EN??`Bo`a18_Vei8wf3bgTw}bCKQ+nV7?cGj~fIw4}Fa(
zKir|~Nb54@X{6w9_LJN>B)C=@kQV0%R%h>%=X;tB@=H6=U?80%vwWgr9ViTCz{it#
z_~PY0{21ANjvDk6iSYBm1po6EZPBGb0x`F@;jgx#RZUjs$U$VfXk<OF>+x9-kCf9&
zKwBTuknqgH2rVU6xjcHd+Vno6Hkw2ThadAzY!)_58sT#I4+-My*T5VSW6Y(unC&gn
zW=wyWqo9bQHa_063WzT8>%Jk18_xJ{FA{hAiY+xglfmsjS)1Psy1;aZd52!>x$uu4
zMnSfKemlUwiMFvnDs91yp%EuE5>Fge)Y6Wjd8Rfsv34CP)<g_$DN~;FtZk<F$cjwr
zN>X@pwYZhO!IyiRNMlQfRWi`fiJTOCmFoCq@b~2w`n!7Eb(w!_cH?9RkYi4F=eZqm
zPm`1NzJ`k5eQKlfU`u>A6|!C&$%;j#jiU?d=jx8Wb&uu;680I-_QG%2ar&lkJ^gce
zAzqYHX8Y%UO@HZc2m8N$2FH(6m^&1h&P%Gw#Asw8U){2b*0y@3W3Hu@s&nguwtkwv
zeu`EMQZGs%Dt6^1(`p2>YYef7ZRZkvPmJ}c2wCk8%?b{-RYBZCRDVxYR4BG}1jlNu
zO?@oL;|!&*Acv;_*3MW%UO3WdCA0JcqP1A^@tvj?iS$R<Np(mUoJI`g_cX4^&=Wg#
zCqnOpP8y!e3DIi`V(Yyj{A&TR;dh6cZYS7kyhx|J(RgmFWsri$aQILdST3|wH-<(Q
zh6FPFM_>!&p+=Ctta!3cAy!XXd?7Yn5A$xmRFjNgh6Q7CrvYPMyrzf%yL!Q$){L$K
z0$sRx>~fp^ca~v65Po<dAvI+Fa3zFH2Pdn=>GDD-O&X^hB2Pj>Oj0sA#ZYfj3XL8(
z|9RjdGrnG`EZ|X>x*d?pLVj?YK^>JB6m*IA9Z?`uGB=2rAGuo;%lssQ`2v$VYZ->V
z60oq@Fm+`Fj8jqH`=O7)Lj^2~5uD46Acq(ssNJF+dj=nbGep2ZEU(>2^3?vK$cD%X
zK<wby1~$H&Z6>OrRM3f<xue=6>23JMVRTk|Osl3|sHW}_LB9stJq-PIACDuNY{LZ~
z16bw>V-)b7m}d{0Affp@|LOU|^MS@gCmmkUZy8DtOQ%AnaC5vzb`3RMC3{`2@TZ4&
zD;?jrzqUx@4D{JR%K4E$&TYG-WnQybLwfeC8Y-?{rWZmuz5rD17VgD7b=Iw{?oi5V
z#-$~JFuGic=-f1yI}$et^ovmWmyt71`hVbCcChtj-_#dVQR|%trvMKEFp>FRacTWn
zu?M$&%s~IdMhK>ANdK_1J<k_`2S-yjFeCR^EFz6zp?x3(M<SdN(Bz_G*qV8Vo(4r_
zAn2Q2)!SX~wYzGyyBfB8(ab`VFuN-t6}K_?`niLS(#Jn&W21lUU1vGTRv`lOBm|^n
zK52~=7>*TS_>ZAiI?+!)Q3#Lqg!kc5!&gp1D#LH=qA}yw_P;x<Js$+g8SE^VQuKQl
zS<5$$wNJj#Qfy*@&4jP!1z$~<*V@8H)=3EaGE%nuz|o;0FS{I%>ly#9!_oCONr4kg
zSzGT9p}cprFK@@?m?iOf=Kh9$BHK7oF+A#`Zq6s-24tgo=18^*6C&L`Sl*&dX><+)
z-0_%tnoK8%$7{sA!OshDm8*XI(fv8;_Q+JhXyz?$Us1u~93s3-|F(JYr=h9{x4}5I
ztM146Q*_{S>OTjpFX{~R&G4znvaPp~l#yT@2CVmdZrR@(aNC?;uMbO|#!#j&x)j!3
zH%l3^OeoQ<{S{Vnbw3PyV_o|;^p&)MT>JyaLJTFNd^gbIx1a5Q2Oj5Lb4Zg>CR^}I
z@@2PU4pI|2A@-0>V#izgf?JKw*Q!?%N|8<ITKq}N3-cyLr-}QW=oGodw0QRzZ3V)`
z6cZ_X?Oz{wJlJ0i8>tRf1t~V$vl4ZELGzb#rd*nhOn3UroXN(%{KfVB+4aKt^}^Y@
zK~bN=n`M<2-zxhaT2;>1-w?0EexXGCvK}9GZ*F_iIrz9ukW9ya1QzcVgKm4hZwq4g
zpI##{N1PGq%~An0n~UwB>u(p%5+{Z=X2E=VGF|N3Zuu^*?Pu!2&Mzg$R8wpn(j07G
zUn=i-bAN95-onUzE`^R)DUIl1h@Ys38Y!c-tD<AzbI-{2N$rGH(Jrsz&f-$t@)E5C
zz}YGcs`6gq2xWeO^)IEVKZAf-$r#fD+cV=od%+`3y7SNgaHK@J?CHAmRvhV`9f#Ox
zoq{QyzM2T_hcuy%kfIPgGZICQpHiiUu(k9vf`13O_$w6%-v!YOuS83s=kevQ5khMC
z>#!T@@BW!;+u+3@5G)54SDa6X=I9%Yz#?F(ScTwVL-An4^9T^vHrok-LX)9aF9F}U
z>ZN#GBMDfz<H;c((EI;bALI&dxDl;>54J^Q*->yL-OS6pCWZstL2ghS2ZdJOhM92y
zVq-M5Orv%+PgNPK)Q?d;$BBpC<at96;lT!Zh{D}zS+I;mwRCgaIP;sR>a$OP=~YPL
z7y=(t=5@mZnPi&*m@&whBj_7U?lDy4r!iFfTdHWU8A9Y*WE%xrPR6&w@php&Ng%4_
zLR6byN!z!hAWhM93^oo)*0u>xeuP|&Fy=qU+T8K9ER=&c3r7?=QM1V9ClQhmJk4lh
z==Bi)+->i?Has`Xn3iL1ly`0L?Ak=|mYQFpsePz{cRbEbcM9`>Xz1VZ<l&O~Ez)DY
zsJftO9(5tRKP~ouT2N4#W;>ad#ZsY;Lmu$g8WZ7*K$fZ^XV3^+VYDE<cOyPqmvPng
z-S*Ec1+e@9_*e;oQApo>^wLezbW1&7BRrQ3q*ouxkN2n7t@OMCuU(}2R`bK?O=zWv
z);4kb@E!>GUi1SJE*`Vo-UUCI)ISJNn<AWSONdn8fF4SQ&(Xa^YFxh|;7aA0B4o%l
z!auT>1@^=LjU}?<n|TdT3Vs8m5NYRq{n&s-gtnKFlCk})Gzlkq-H7E18$DiB*~EzC
z`y8xv7=L6tQpEy+sgK?Y9DU|0_V}X2^K0mJL+nvTbClZ6Wv81CPCpz7xB6n^Z3Xi?
zuHXK!<NJK#OA@*78iRZ4;>xSvL+>6u5e>*JAwTn&Hvx9E=R-Aou3qwgR~&?&mDZej
zmRWOHUAt`YqEE>p4m9CMU_jGH?_EEpTf9kP-Phtjei2tOG561_UUGiE6}Iw6=i2=H
zeDSM8#<eC^0bEDOQ9f7C^6`~bP!-~>;kyyF_m^+APH|Ap81o>6`yY(`YuZ*ladz3~
zQSN#(=I8hN&oY16a;`fXl-(6@5<{C=`DT5cd*ZTHGCK2i&o+l&{CB0Xm19wZkX!v=
zpKo2mY@0O?BElSm@hhzd8Tl$RI#Q)nu^pRHr<SW_KygOaD)1i=;l;qYy!v-yp++Sd
zgPK@%IVvtXlh%rZKlhjV!=QOcD}pgxr(++Tm^={JMe71<dSdX_)YMYuNJ%?=;61|)
zTq61T)9uQe;I$Tpk%=F(|D%@59v(LX%Lp0f_0X4id=fAj<xM9-dX}{l+51~UQ>h^>
z4yQD*)1r&kwWg&KceY!LocbCBu9J?Z4<}<UQ@kD@9%TNkBHK(amVZZ@va24pwES2m
zuo%U)NA{KBNL)bt=iqJldbX8fbCmPr3zA0|*}aLARoX%v6F~E691c|$ay`&+A3TsY
zwNPQJ9ulpqWT$&OkD)n!t7TEG5HvV-q5c0%s)uQ?JMwoZBWMo+X?vo1!iL;!>bs4D
z9}|+Nkk=i%<xK_iFQxt0y`~qF&&;It{AuVRPY=-enjQ~r1SE}0IIfM?sd@0wA0f*+
zC{Tebh0!N1F{wd9h(MZ{f40P}r!M8OG~NCQl(qC{#z|)dHId?z&T8|#NB=CcXVwqL
z(PY!K)vk~6Iga>YUPaLmX!*Jb5k71e2Zz)Lek0<SaHyaE@-6|VG}lkhxuh4JnY{Kx
z{4H<+*HW?Ckld?$Zgr3Igb|eOQmP7d>V^8yTW9=m?Y|Qf6v}n4{H%8>Izlp1(|P>I
zMR)0CX0jZ9U9usciOlklyR>-LsJr@eDxQP4ep!U>Pb@SC$)<<qd|ko!u7dMzHR8QA
z&qw9AiL$AQlCOE?Pa$Ox{3E9Y201wTITuV%uNZO9yd<j?JNd?eKApjg3GP5aA#c;P
zOghaU=zA-rFsgNZH?JuM^@-*LE+o4G1}GXx(*plDhNa8o4)p@J%f0e)1i%ZNW_c25
z2xytBpg)=#B+AeRZ?0==9*UacWTg{AJhm2XTcBVagc#f4tmn4j8o>eKh+)I4!G^0i
zpJ(LaLR@j{34CRpEz5qG58Y^>O~o`Zm7nw)EC=MG@wd(ylYzNI)C|QdE!>jyUn`zX
zY*<wkw7EiBxPOGU!gKd&ub~mN`$1bRzSKtdIcY${{D@j^epJ1E-xX3(6GTU8QfuAg
zO!n3JB}zrX-Y}~@o{{9&4lTSHpK2RbXOa>kJ8?T{>4J_|h4%AuJx#FXw*BX&?)LAE
zL*+e_g$g|aCK!6ZyBON@B!c_oD2!U&L4!g>-^T0pV!I?^=Y?}Gf=2Yv=Re-Q772YW
z61sOG^x&e#u877RdLiaYOb@+~?*$b;4p?IFYc8b(0r~Kg79Y!Ib;}uw|0gPF4(tS#
z{>E7LefW=Kk6W6h;zu(1^UFZf;(L>vcj`5+Bbr~!XdCW|&B7rLuO|7vJ%Rg`;C%jb
z0fS-n6HA(~&tQ-gqtFsTz{}l}hivcB;&Zn5rXpE=q>auwTRLs&=p)gNJmfXDKoJ9u
z2iSG<=U7oQ0f0;0BRo<wG4Ffk;l&xAt@mFfQx=O4kD=w2r>SfI*xjS6ZZB{jj|sS=
zx5xgJFp=7ilWP{$Vpwd^p^3FAsevw!dbMH)o+}pZtP|2K%XyKCQG-1UDMq|vhFv6M
zB4FUQJR-cXc&`|7iy;&|WBO1}&VODZ)eo4Z>rojfh}5S?=mM4!{yz*58~Jo6mSw`y
za1RB`POoZz9+L5BAkSswlWlK-ZEu$CM6TW*dMN_*mvAA1nXh0K^*<z}gF;{ZmvTk-
z_&FjVE~Wl1eGjg<R&Yl(T4y^+8#SSyNWC?rhBTu?o%q7;>`0Kk`AF-M#F326I-o`G
zs(1s(%FWqpA{VKsKA+xK0Q~x;Q?a=v$qkPxNA&-oCB0X8orI|AMPCZR@**QAI%;|x
zJRQ~14E?l^zi|=?j0W<Aq%gc(ZqbS;KjZKOw^;6ak-yj2<X=~4x!R7HJr{K8KW3P+
zleGsmUHDAe`r70s(mFcq>rvK_KP3*AE|O^2y;lm7ghMnE{44XJ^8JHVqSW+pJk48F
z+A#qvz*GE}ZIiWWVgrcYLT_E=dbPyzhOf3JFg_{SP=4r`C3T={kG@^|+1jqkxwv9@
zc4q9|ses}OtHzH;l0$J%E`7I3KCyK8bCN<FyA%kN(r~2-)^FbhPz>atnaF=US0gcU
zHEm%?`GV=+3vS<UO?Yx!sZy|>y_OLtbku@)@3zjhvasb#Ob4N%e#Xs;7ZwU46eAzX
zk{@ccrg462BmFujnA!d7o~vEIjoq-LUC(2?9_u_)x9Xzbo^FLBPS@;;29oMV8*yA@
zHNs*2)yM#q1mBapzG`<)ZhvSBEuRkL&vaNrE}R{S{5{TPI+2%b-KFQ*q37SB_ie?l
zeo5%V^HT;&Fp)L-mO=6j@lt&c*U|_h5o^=!dy<e$U|4aDX}oOS@$(eRw_i6uB)nl2
z-(eNk{`^aMY*eUyP`Vpyw)EIy?V-^OplnlAUp;VU2ENnZ&*N>Cv}D!`{<vH=dc5%R
z?i&T2r}5t<bz9-wL<qeyuKvTv50|7MEpLB#f|qZ<1I;_SA=4~X@z?%gCe#Llz)M<>
z@O^WMRuFA_5R5@|!8>z6xy~09If!l>i$_{BGqN_IAQUVX#hD7H50vB{<&7+eejQw_
zAsY<84crGObet(>c>i=Ena4j_?+=FSI;n+6bI|=0{dxD>SfQuG&p#5tgLq`FH5C)p
z*w`YW;FHIY^5!>aa{zaBF3XpX!MLfa<Zn-bscsZ#1UwIwsj9%6I!BItegdzB>DZL9
zhFjfh9WxUi&DaKi#z7z8yF}dUjSJ^LJ;A$I{C-yQd#6}p%LD(0kY|0cVhzs%=@XPW
zDxC$=2Ozlh3e6~<H6?7a84ZjSD=2G>#_LKoe2zt$QWEa<dhkE#>4QGtzuGA0{{9zC
zgfk72?}-~FI^qddlB)l0Lo+de{Xo!2$po!ip9AkCP}}S-2qStI&Ss%5S3Tu^V2F5m
z*UpgkwX67Vud>TD)F}t6X|~#?Y`Ko|tMuVkqGYveS8=%@>c;`02br)&v@D7`HF0*P
zmv3c+dtrcMqmOHO=(Io&l3$h=DV>72p2R8lnt2}nx-SSR{mD*R$X;5=y%}y7+HDuA
zb_gV;5spa3*E%n5i!<~(-IOA5oxs1?uSz%mqus8&cyGQl*-WD4h!_mcH=c04;*(Pc
zGr@G+W}x4|<<<@vy+9@*5rMgf>2RXj72SH056wI9?f|lG+JgvxRA{AJcA5)8k2m}h
z1W*;IK@vk*%eKKw>CnGa*XhbIQ@?g`e(9UZ%M(R8zV)M%(Zm*?Mf*o!DV-OY9|C+1
zP+KZdY8&2#+?A^v`s-t*e-|^}R?6l2hLmyi*DDcs`*~sE%KBiZ_!X}A$v-ow(?T0K
z1=H9qHMTq_L$I>l<OU)l({_XqDKo_UbU^J!2cf?l5{hK!u{(R|xAL8or&;tlmuK(2
zSa|trZ7BblfyrX(m;cb_=I&oBi2fG6VMjBOY}xPme$rSxa48JTsoVFpKhb+Jdj*9s
z4pJMBm;W0le-6?+0BfTEG`;>iJb(SUTlqjelL~8>2~U#PZ~26eMG`glOas4soq1+4
z@UA+qa;hw2!O`Pyc}3gm6w+7872dJQdY<YIJVmmQ*}o;Ob4d5EQJs@~%l;l!v(Zfz
zECE**efhdQ2T~pL6=^lA`8#6<-U}9qtK2p{@(nm#4u7=+5+$D3ELL3uDvM6qFpFJS
zUObkyVTqQEAzVN_B6`2{qzeri7kI0-5#70&=~)K|b_*grpv#c<Dg1N7Zn?iKO?>uj
z>Fci&(-`#GEkXq}{zk_^>oSG1nZt-vkPO{w>Bt=Ejoxa3fWC~$+rTPLKTVkbLamWz
z<Hwv2Oyl=s4SwiIW9R74M*mQkGSACbxV=Z&aLciVv24R*c{Fimf>c|Vl_52m27$EW
zbz*Z7;eDV|Eos%J5x%2-2qvTj5#(=!U>xbG!@}ZxNJGI{@^jmSS8s4Z0Sh4Qh*nnE
zw+?RwT$m^XJ9xwJ1P*9K*_;r;Kw!;Lz9A|bhynv06?maA+Zjb$Zv*E=%R<Ebo{*}F
zDCbk)$1CWid|XlGhNS@j{6V;?(ffWG*(*LS|1~ui)c2ECdKzU-b1)uE`|zTqrHzRi
zBd2Z_B`*i-f0}~9Jkm>*N+-$`Z-4zPwUU}JgJ>8v-^H!nFYjhII4sT|pIrZXt3+mW
z=R3~u1aZJqr<z9A9$8{k_G6(h<c!F-@Rs3}V63IvA|Rfpw_En`8!REGvhz_0rLyO8
zulCuma7H&=NiMqQTJh%l`h1>FYBI8R*j<|{QKd3AVf~Cit;Y?sO*-vg|5Wx#r@P^v
zQ43t+r~qrZud@4!Iz0r5*<iWhig-4DfqX$^g;Qd`Okujf<j<M0IT`&+IpcS%4s=zf
zlYM`o_p}UGGJ5(4i2d^&@jsU0zYouSAZ2|CCA}n7y&hh|Cq``K_UseWKN~izAl&AV
z!CaJcZE$i(_D90--*=l!9VHbuT0J>8Nj|yVO%%LChP^5YYCKBQYbt~YzkIG4j`)nQ
z___dYPZZT!n*#=rPXbz$3{J#!lqA@-b8rq)g4H57a<2c#_=yBY(Bx?-ljjXYQ!0ER
zTvys>jR6ET_`4dc&G}A`xVth`BWf6~bq94zkK7Tf5(rjh?+@EGc*!O%{NqB$Ran)t
zQM4pD=C40NFsd=y<k4S>0QSgPP*{;}WJ@mArqcDjrlSQtrgFB`i6swwE}PyMiv|h6
zuY`{HZMZU;rM}_fJhI>-haC6qiiBRTyCogyj#H@xuW{}rdfuhoyY3zP&pP+Kejhx)
zwCf?h?JdEyE6TEc8NQ##y7z^Br;zQSC=!+%%lagO^#T+9U66<b;ale?P$?LlolPsj
zYr11rt!B2xcj$D4aX&;VC0vz60BfYFv2`^>*IE5zhCu$(w`JJOo^Mxveq*q+``jAy
zNJ&bq=NGHA%mwx__6oLyH;nw@(i^Td^Ip>v2i;ZOJN!Lb3F}#UNgMTwi;CAXOD^kV
zYKwRI@187VN6)$OUC|QZK$PJUhZC+b(NS#px8N7Ygmrq*tUSgDs^OR_*dwno_S;i$
z`g7pY;BdTjTB7Wk55-V&i2W{YWk<{JR`f7Iu!LC=L|NaZpN~9(Du@Tf?^>Oefh)V>
zNz-9CA0X7geU|=v)xHNW?FnvTf6DS8ySPz$-HUj<xnqa7>TQC%^Zz}azBX`ErSapj
zb5&C%hDEun-LD?B39Cd$7x!mAM5Z-`-L%TI-%n(7omi~dzDa4BNxXkB&;<0VL#P%$
zy+(406ZRE!q)6%5wMqK~GPkO7Ahb}wo<Oi-lDt&wjhgmx@6K@^BHcCcUjy2@>e@R%
zeI+f#X5(5E1%D2)06q&WFbQ(AictZ369=*BbZA0Z@D_e{y(0Wf71e|8PwsT=dVH-6
z7x$1MJO;EVv;tfb_vjatTFgKWVT#>`^J`NXw%~G4H3p?L?#AOHd@fUiI1pbYu6Vz2
z_`aj_^AZ)+MuxHo?gRT3=*ul09DaO_1buY5p=aMJ&dqr>6z%>H*@I5}6yf7V!7g67
zc9_^549)u$TvtsD=2rgoGv?kad3XKy{Pj3K<zJcX)u}v7NLXOdPb%>KeW>~6t<8Ex
z`7_S?lyVx`r04Hi?0YI^MMgm)_xIOqoIBGPGM9G0@wdk|`~g|bA-a8da$ytCI28By
z52u(_260Ay*9ybJ_@yq02+iUcr9|4cebzXl*eH?@AmWle=mNQG++WSU%#4NqOqGZF
zZ0bj>jVAe8dpCV=`=)b+t8z?yGX$4=)u&i#HW2$K^>Pd@LWpusHBkHk`}XwR+_gHy
znbQ<h&71)_1b#%2??o$E87ih3Y5lHNN;yZFHu<m=s_Plggd3LNT6@YJ^_EDWeQ6OJ
zqL(vVt>-*&xxx`qRCKy1pR1^lmWpDe7U#81a}nWJ{tT>tb*i3o@*5xA6CZ?M8j8&;
z5H=os>zG_8SaDpt2KU{GCB3pc5m<nnjb&6o(m^<;AY8nf<Ol3Ww{q%IMO0EWjAKri
z3HqkDON|W|FXYA(Ga!!$>V`rb+}B^SqzG(h$GnhUeDGbiT`ytw>Q9r7ZR4*Dg043w
zHsW@Q{~FZE&;Z9tv-^o!My2$m(d*UedXtOYcdA^y-h+6|+XpE#DHo+MC|+vgdIRy|
zAv_9)fn>CmTvX$LY2m^1MyrQ%4imfp2^L4Xe;~}_>F8D0u(QyTPW^&!VYG*s=ro+W
zafZv3rzL_)L&Ca<{LlfGY)<@Cg*9k_BnM?KBIDz6#T7<l!!L%1Uo_L;i|HUhg%HFC
zal-6q(CIh?s6e=hDl>aRV8Y##q+)q5b2ri}rsH73Cp<PWpI{=njqd5f!J+6-CFb*I
z8D7Ug@~A?C_v2A-v#PX>-tkf}@2yBcYw{q6NVh{Zu<%RGC@iA$6Dn3<y8hlH?3=TO
z*jA{~C4{j6<M&n+tcL?5(2@Qkozaz*uE7LP%YmS!<>H+fQ&Z6iR(YjGPmh3A>_D6(
ztjSyo##DxQD|*pw^4})3^VYNfcHQ+&SB{`x1PloZBK%9W7zox3*h3iRk!u;}>9W*c
z>C#+6@SlS<n<OrX(L+i`x@gTLzo}#~On}2ZRINh|qvvex;%{j2(9lH{!?u7Xou*F7
zPom?<K*|fP5DtHOqJ};q`0T<Hsi3SAg}6?!v9kPwCqJG+-tjz98~yLk?og*px3R-X
zi_#P_Nhh5eob>a`MTM?i40CI=R~{rY{#6i$+GBKxAgf7i!2_-#-w>gLXi$Jm4_cZ2
z2Vr9>ao0w+28=~cMT7}~HBYqSl8tC<2F70$N`u<YkNSGI&wdS`L1+0wK9h4j$-gY5
zgHT~W7>iRer27wkfjoU)v|-7OLPJ(_JKry=+}}UBnO8G(U+0+M1p^qm*X%`I`HUG0
zF=YE^S6qwXk^XtkJDAHY`i<~KC%lStNGs!?d$i2K!H6+^(|5IZZ+qsk3Zb?o7j69Z
z$K`^N752!<G>?ax6aQH}_F7CGO+6NyA&~pH!tBK&f17Z9EV}yLuyj2-Y29sb!zbTs
zaqM}`)xr1mWA_5f&j>QfKJA}aDQNgR;GUDe6~nmb#lwCM!6vVSmzwH9e9ENoiNZuP
zp5%Y;H)BHpAH_h8-oShQ{36-@2Zcr7A$|A!%D-=1KO!WU|6Q*<R@w~0@h*P{tzJ%9
z$91naR$G$tTP#d9+^@pD>y^e|IONWz;wvhT%_i1dl_&4xDhd}oJ?5R*Y>Nip)!$_)
zJ=V1tQ6$2nO*YH=EnVHJ21ooY`i?B!j=LzolS3@zneZ5x)Hs_5{|?eO$b3BPOv`so
zgM$+(M_ITAxCz3QHsKX`T-Df^KaUW~H%V}>++Tr4LOj%u=H?P*^<MX6n_q+Q8lFU`
zZ=efIT%)>nPaX8NOg`EMDZkrGwWRqT`a#RHZNH#@{G|>Ji11L%(!aTqDpPqtJq6i{
zRhva`A`fkRiDN1!le+t4mrwk2bgXmHjWJNAX>VwHuI*gThZ3uW&w(n{2gvq)>MW@V
zhaeMIOG0=ll9ik7XIw}jt`xd;WFP|z_MO$)k)6|X;Fadpq)OH$;z+LDh+hZpiVRF#
z52!(1Je+|+zuBdCwn8eX!P{`;o?IO5H0E;=yQ&~Y$(`^9j@%z?4#N5L8y%<D?5BNR
z`1(0~8}3$a-2B_!S`&-Y*U-E3KtCOqGCp9AY9vEFeh!r3B&7-e-krpx56MX@^JokM
z<E7@HdZ|<Y$I_QTL;b(sGc(LsGGhtZW=P5sQwn97v6MckkV45Wi9$(a8)F-lED=Js
zY-N`<`%=iBHTzE1u@A<~|JC>ZJE!9~r$f!m`}Mr;bDw+fL$e5(LQ1gv__|r?x{J|t
zpL<q+`+j--_pwjrJ~YK{`U=^`#B5<-*41cOaOSKzg@k)eFwSA#_;LXM{@TCuldre$
zmYm;_=94wCM?~6nh|iNp#!Nn+1O7}*a{MLG=!aDQwP&4lAu7Y#bl3*cn5a$&{CM5X
zya6YJj5iT^`Qp+BQu<_QwUDdV-R;)?!ptEAq9;f`^zoyIe;*x>?{c?E*zNE-i&^du
z&xxEexux~=5^v>0S<AK?zoQ!^@4*#qZ)HBb@$@=cM@R71*ifzLy~u>_X#QS)^u6PJ
zh637DO_@)iM3Ay9VkQ~1&CwCR8qG3_qtE1Ou}Y^Lden?u2D{-mO9JpYC##PGT{*to
zSe+Hdtgd9T@gK!Mkx)m5cXNa-qYX#8ukag_>bVe!ZTA~BXW-(f-A;#V`#)6Z1^hnA
z*|G&>$Q%?Zvdufc4=2V8yRma48bSGf4iHAw&I6`%VR+{w|LOsp1#5unO^gz2LjeIr
zR>7_k-y`21!fVRH*ENw{d`HkE3Y>8R*?>8%U+_)IcnKxuig1YtXcOnmTSQxpraxni
zfqjtq@2qYL)jvjTEPfYhLRBq-Rz3Hx+S2r5(>!|9cytaTcHa5Xo$j^R@ZUq-n-ub|
zfZ(O3tXD9xjK?Qm`%ZEp^ic8B$}KM(A@uO>n+UB5+iS#YK|I0rImi4>6xg2zrm!@j
zUi<QA96^sW)>BAa)9BKtA4j8=S@uCE_QvfUU$h@#u_Jq_U7fBM(~qE8YJbnb<T|ze
zoGOmm2uN!Url>L&_KN7kfeO9>`L=;WZVnA@j06z~)t5#@1@qCSuFwNT9=oSzcMag$
zA0ZPi9`sq(1RGPRhp7t#Nk6~Po4xZlqi6#ST~Vn_Z`CFq*|J1?++qF$t=!yKnSXTH
z5OMS7r;cVFm)O9G=JPm@DRg2JuFlcFGF<d<dv+grhZUBK*=B)pGpb7?j%3-{R+9WK
z-Ix!5#lSvE^0!sG1B1<=sTm#Kd*^AEq7Zd4OgNt1WRksJPZG$Ov3m@3yci}*z~Eub
z7l;X{`-@zNJc6A#E#=k(Fd_TR;ua6#S#`ctk`=eU=pBn#Ajj6-Cv`~dK9<;>MBfg1
z8X5AGJERBKBydk#u8|5CrWddu%Dvb^n;HH-&M$38FL+YXTQtXYQl~KD)B)VuMOlJw
znH#|(<nH-ni1N^S=EKjQ(l?y5nmjbYe5OKDH2}}A5A)-=jCIfGCtv^c?e}Qd)>h08
ztihTB&-L;(_L2IC25Xo9?CAQ;e{z8cqr=u-yZh@VT~gL<B~3&xktwx1&9k_I3ZcF!
zp0T!lF~7A63&qOuhR9mhEyYT8W60B!!_~JQ>G}_bTJX;!xLh#T7BJXLyiE<qjl1_H
zFWIE2Vp=b8T_g;eK0g-el3IDHg7md~FW>uit)K?ghwi&l&%fdSh2?=26SJ#D2M8Ft
z`LLMXHt=<iy}`+Cq{@i1(LxA*y(l1SZKYT<J#Yb}W0V<=GSa(?x71x}{-%>?u63KM
zqt_p9qEmUw#6}r_+xABX>W^o=tfHT39#h2w7Ux%k6M+G^@~YLDP2L0eUnb<jmQ<$8
z_2zGD@8zG9dh@1@9!}4k=ZrEJie^P#J4Yo-)$+d|+PgILxJf}+Y}qj4?q@siYCG>-
zyQjH!H{aR00_eW+RbWH<SQG9=%YfbNi+v^*LP6Xe6J1Vv!9*`DnQuKf%wj-SWkK%J
z()tUTy8W!$t%TYaKXpA?nqSq%Y>6P7&wZHjt@QtSw@>Q$1*MH_p;zf#;~XrtT4HBj
z@Eliqy_NR<!AFD8Y?sn_ozhC3P>ty9=N((&eC`!|hf<=emX);v_Hr*N+2Hl=|4=Z$
zTNqZ<VsdXW5TtZ9s%p>G-2EG!5}w&=`rb5Q=992>!l|B6E-AX`ojT<F24r=G`t(UX
z_{qS*%MM*7zG&w@hupgkPn-vazhV&$X4Q$AW?e=m8~p>2i~l?ND-DyE+^0c^q}(|w
z<1F-I5Y_+pRSjl;;TAg<n2nmR7rDTNsLn)0L0DiBTzHI7%i>)N3s%?%dUA28(Y-%k
z>T$-O3CRf9amEyFjMpoO{TWEgGI|>UGxbz2vA`B0pD;1c<6v(C>p2=QpsT~v@mKH+
zM1-4PC)=}fZkgZ)Atp;MpYi~-=oFL~{E~}{J{dbL`-2QG8L`#fyCL_3SEhE70#<aX
zy?Nrq@5UeMr^lml_+Qpu-nH7_XK)PcTIvPrs92`@6EZD$M17wP7N;S=$ig+(!<Zi7
zQ<)4o+0G`0x$f7`L-fT2YY>=J>qMNRVmbba8uF4%O2ecnB=!=6@3%D;aOIoz3iuXH
z6$+^5rG-igSm%r5e?q}Ap%H5t5dk*}^sjOUzo<|$n2OEKIBLv8<-c*RU5c$6R;okR
z@BCNq`Z^qvatig~91pRMmA!?Km2xQ8jk|C<nP7Kv9~t+qr}}Z>5TWprkCMFQ6P@2M
zE&Qzbdg~Q>K};(lw(};4$j0GLuxP3O5^X13`zZNGsZ4ceD6g2ive$f$LMjtrn|LhM
zfC!%FvL6S?;ikbx<;@@AOwX#1Nn;&dqsP}|sz>hnfO|Czbhcg$w3OQ2&$P?Jz=e$1
z20KA+6%+pB3|2LL0fULF2#KHNCo!iWpm1J0Is*){uzq-0I~9QQy7*=PdDZe(VQAM?
z(XEtKZvH4_fGWnv4vdj|7_{J%!1^wR`7S78x3uQkKmIqT;us~Rdb7Ip&2lc-b@(gq
z0sxi8hgLIrZUUHa%Vt5>5xKsnICHk)l-V1u=b{V~@_vrLk#|0>q}5S6nEmE4y+C<=
z=+<wSLT~9ahyv8<m$M0@EGwexcVllS407Ul628c&7~OqQ^Od6E+A4T)WIX2&&9Gy)
z%)zb7pltc}(OTQPheq*J^>=Cq4PCOU*Iqt48q53XId;?S;ybK`C|;`$e*t#lGABes
zbm&3w@~54_%ggz0edbQtwd3~*)fF@kgQJq4-yNL){C2L+jo3wce{y5K=oaLONtl{<
z-g{@+QIe9Et@+8Q<$=gjz$>?c87snwviDghSH<d{Kh8DPyEk<DmygZm4}KsL+^aLT
zZ#?}|aXC0X%Ompy<jhijsiGKh(XqN`WMdq^;0ZNdC;IXCVFK`UU&>Uc-TGMJxaW-0
zUP<qkMMAr=B3JNKr>Fl@x5N8uSlX1O`7#{9M5L>aTI#-i&VpPMj{3A}efb#!gD?8P
zvgVTj)n~mMd3e=l6nD@|JSPCsPAzK)N?NCJ7L-OyE`T-{2%&371Q$=5s`5_PN$y%9
zfy2l2mOZ`n!ZLciYBlN*WabwrE}}UaXqTun?TcM5k+ni&Tg!#swIa#@vTE93sf@qm
z>TpzsIX==J)!A-|q=}*x>^<t{h^6~ZA=!OmX-or}7huumGLz_xVoub=O-9dTTk^<%
z!?^A_zR!0kn($vF^>8HfhUQkL_syi;i#{3`%@?QOL8{%8DVe*PwrY!Ce*De#t}TlW
z04nmVn%=wK1_o^VNT+%;eRB_IqbUnVThr@aX3qGk%J?w7MXdw5SSm0I7{|um2N?FF
zGu6N6ydR)hP*e*oE;I^&={g7Ft3MNasbTls@2_XYc(on%Ia-jvHCj8ld|IgNGkxq7
zQkJGBLq%IhPGGxr_ug-~P<iQ*w8xP#<O+kvqchuZ8M&R*y3B?vZ?MME1r#G@c52lA
zcIKG=pR*Qr%FcAuA((zZXe{$;CC}p8zkOzDqMxUemEdnS6qu3oxaL{-k}gh{j(VOT
z^kZ%whle%kM<HQ=b~YCAd2*$x@Iyqi`D?WbsrkORA%o=^^OBoh?~rHt1#c;*C%(Mt
zX<GRAV%WBUTD&f^O#-4*MI`Z+jFf|{f`fwS^0nLZ^-&>z-^FL%R(zM9am;C`JLY}g
z2cC&&R4<CJ{(zJ^<U7h=n`4*Xhj6uuRUX8ZPm``YoTI>hcn}Xg5=Sn3mbt!+g{V`Z
zY50}_Yaa*-aa~<WlLC!4*V{)LJ58~I?GxfCm6uBUNRK1FGzfG9dXa3v#c0`r^L=Fj
z-|!D5ShUGKNnft8Ua$)EFGPls&~+N1PrBjLy@7P@2RqUi(fs|GJLIf-8N}o<8`a9^
zG{|_6K|sm^NMUpidgE&$_l1>xj0z72Z%X%5z9*|pm34n>Ey(`C5~vz6wGAYM@EU^`
zV}HTJbm{d8I)=qHBA`{M2iJ0fo@_()Cz%M$p}p?htFfO(tGGa`xBR`?G^lSHs5%YM
z(krmFVD{nT!Vd(v?~Cx6aiaA<@LvJGunfGoCM%5B^1{=Q$K(8f35EXm?^d9^Oeha6
zrgYxiFb%+Or=8w)ytOov(3kX4CHw<~#t3I=V!lC~1ibBc$VuxeCGG<`iR(oG!2)76
zF!I!hBpn-tq@@T@HMa(WzPD#=hLo=UHQj&geNT{dJF=OJs|QDE_9YA<Y4xpOz{;*-
zC8A_4qSCf)9`4fY>=;ae%jXg>>Fn-eheJ+rj|To0G*#^UK(AVb{SxC(;6K&W@(>Y#
zt7;**8}1{+uXIV^>LA=VaY@pPxl?*@mE&qoi{BDFYJZrSZqF)@kIdA3rs$T>rRwr3
z^rdzUPMTz7Zsf#x+@Y|_s&p-!!!=e<mpMN2+LzII@$>vPzuUIYb((+e9dGua?C^6B
z#56Cq$?W7m?ipNsyrQw)X6f8}ZhdLTtmw+_nddrVQpa?fT2Hqm-yT@51vv@~D6wmT
zuzCtS0|7mPav=bR%G0DKPe%H9b{y@-9y0nQ2gO6wui%pj1!NJ+ATg9bZz42@fQA1<
z)Jil)gcj*UB*bzlZynuk<3S^80ecM7PYu9YH{)jG$lq=j(=53uaPC|}uwv2F0YKTw
zhoBnCn9S5ZDOoSNJ1$o}z5iQUM6NnVgI@6a=oA?#Z6lW(?nl6;9{G32?jjYs36?h3
zss4onIDWy#!IGULs35Iw5}t~|K&Jmt;A35fzQ?jeci^)x6cXU1=P=dC<mz9Sx@ZkR
zx_|NtTT;GaIGg$pN9<!{0$*Uznc6=%y+ej`3^%HnKNP5cX3FL6UOStUnnHzoV}dWS
zrkxZjZuX0P(EUpLVhLQFus44yejC?|i;Xpoy$wY{IBFyFC7&HNvdVv(laQd8bCZ#6
zX7??h6c0CDqx@n$-X+n{e@VVOQ{~)u#nVUE?rjKmbT62_irGZo-QRO_tcgi-j^9MS
zRx7jWa}yhL3an)G@f`w(NYO8C5b~Jn%n~O@eK5Z3`ikwyzb)QOmQN*Zp}%ty-C3@4
zt4-L<?Re7r*I}(%^0KL#x2M#;IOl(}Xn2kDo8x;~Z8ahr;ab`9^<Hs}dU?&Q^1Q3%
zrB|;}{q2rZNcT<Y_z&h56zDX3Sye=#7x1vEtKB&Ftw-KhTzojRkHoc)5-jGa36H!I
zke<rI<QH*<%D1w_HP<-C@=_JPB=>wYUu}_&B)_~&zAi)w3~lf_t)KW!GxV+aNdM#P
z2jBZ|#^pM<>i>G)pSN%37^ub?g!lE+(+8Sd?bZVlME7ALNz5p>#qj$h$x(%h*4s9}
zVPC9eP>9ocgaTy2w=Iy7@NlMjJZ=XVocbK<aK_RbT!?^AtR`6ZuRAKoSJ5zgDTv>H
zL{Oe~1MuNwxWs<FGYvWe;=32Q0X}+p8|lgC5st4Dz@VIU?r`f+;L@JyA3pv1Wk|vg
z4eN8Fc!=bZg&Fc<%1O*Mnm?|UkbDw@VbZ9}z!v~3l-~f@JBO!ZuF~<`2$ll4=*1K+
zpDd_cI}r}^+d;n03l$tS{oQBm0}jhqy2h0c<~IHW48>A<1DS=n#;cVlH;c`>?x*S&
zaJce@{73k&5pN(Ym1`M$jgR?DBf|oNE5Fj~zJPx5pni#|I!F$Tld+6s9>5wh2B_Gn
zZzrR~P$GH(`a)?CM2cb{aS=U4hJU4ke_3#@fyYSweMror6<V$Yy2=pqtbJ18OU=Kz
zh)hHHh9m@#xgS|u4NF{V%BsZiOtcggKMIL5dC(LdG#h@9mOQLwSC2>*!`RVL@4yZV
ziQ#+&iDWf}f(QyJx(SOx3Ab{_9n)9+axM*W((%kmp9^eK*!L1ek>LQ|`V)rY<6)YI
za4ASCW?#>8b4rYi6tpdKQu!{w)3kOoKl)KZ-thB0g#``Mag$?AdPH^3;I}t_#FY0M
zzxYy!@WbSlthwiV^IiFOToZ#jL99%7<_;2#>?52vrvF75S`=`i%tK0i&W-OfiK2!P
z!QRybIOG|_Em@?OTX0<cdN<AvPHi0Q^&avn%siAc7(>y>KY+gAvv5*qG1$5g8-YY~
z?vq8O(FgG;9Jv3g-yuB(L|z!sQVtB^$7y;#?|vdHWfj)EDlMB$c19+$MqbvG&OW%=
z`bPi@_G7#;%a`)1{*FMvZryDCyTnCC<{R=PO10q%mG>x}3D(MZwI_jXGn43-^NGWO
zl&O;6Ua^C1o4PT43Atxfj94fsiyC(~1p7}p89I4p+m4Jh;U46Sy!zrZI2ZKW;pUuT
zob-f4?!R!aN~p-A8UMBU!?+AjJO;xC;TCm9X;{c=^?q8jO-SU89Z~Im+T+D0TWR9x
z1_ZcvHGc+Pd@K2TRp%s!OtIp`%99^dpo@jZDQl{h1$}qoaGl`){XlT#`}v_)_a0rA
z-6=C)aqzCJ-0#Ty$+qgcaQ|!91;fNVIS`W@vWqO4bLumy88deIQn7Yjr?G!G!@>0I
zpy#mTw(EoS^{R8-udGo#FjVlG$s!p3ZjTACS1R@plE4OPHCqq#t!*_J)42?yScs?p
zs#`Fjycfy|v_bq}Wnu7qTaSna#)E!&K<8hp5(#Ah#H<MI*~FsmVY81KcDGIa8mMw4
z$yma)#R^mlPu-e?fpBjP46P&DynXd3>2og~DTbNfr8+SCu(33S!LQa#C~mKA*C~1y
zK4;pkc1k8bq}P=J{EU@9=v`^*axthC`b3*s^ttAf+<@k%V~-j+#Zg$C$aq_n`O2fC
zMmar_I=Qh6Mf0UuYQ%#Ut(O1>FsyBI*nP&0M$AW|(`j{Yi+?O`*5=!kP&xPrUjs5}
z2kK+@kJU;ki(n;C3d$1M$DD~2VgY<uMQ;;eU2j{F-M-PmI}@v4zxUpC{gyp{U3+IF
z_im=(FOGFtfzFBF1?LJe7tZK^A#=a}WRzc6X3TLhV3fu-fQuD~_kF@ZwqU0*Mx2|3
zU#1c%@OEj?R|cbl2^3v%l<tOb$!^oex{piEkm(8P3U)oxuk$opr><+_`fa!L>T~1o
z`I)P{rqKM&G#RtSbTgja5B)Wl6G-(BS(w8csd8)u4*b~#Lp6J8gy7Lkn(*_a<X!pv
zlub6fCW_orZMSkm#Zdp1uqY74%DgtU;S*6!I&DH}r20Q>VbM`4(e7M3OQNwgA)^RN
zrD9Px_@}`L#W)Ck%H_$cro!V9%|=&0xt|cjSl!Bdr^<Aezmx??G|ae9*Dggpzh1hL
z=DEb;I{a+?W;3-njLAt&An_dEhf9Jnuf#=XEPl`bo!xGYD(;DTr`al5{oiX-mS?%o
zdX5!x-YvA$J71uxkab1^bNZ*EJS){-O0*BC1OL{dzNoy)(~Hk4;*CTg$e<eh#Oc8x
zPk|$h#TRe9WpND^P|cIq;Bg)dysc>f($-zXx(hD$80#2WVCRWHkm3-?ZH!W<Wy-@)
zLV>H9_6%HMpHT$)Lxg<_uCPm#E1Rnvt}Aeu-!m`RR9|$|J!W{HdW)WXh0`nLcQ;B#
z{k!}kEBgSB%(JT^OvPhhpjLs&9!zEDHibAsU~EP5(=c3==Rb92$ZiaD410L+89Hiq
z1+^l>5^-H4{XLei+4-Y&+UTX>n*z&g?-^+7r*sV~)tRn-&9sUvd;Tp<iks@6)NDw|
zPr$ENVW!a<&^L`xNqT|2l#SaByL&PlNR~--ssq<&he%^OYAhJ$2ezSJq2eVts36Dk
zyTT6#1xuKglLr@9aL6oU2+%OA+e+($A^UBTOK;GY!n@hbFy1F3(i(I;LW>s_{GSv(
zB`ugj8nX_3sJZ{4x}snBPf3S~fW3VDFNLzF6MY|&hGR-B?W{MAy{2v4g%04ZeLhB-
zG|Ma9oZCos<|F7&e{MPh?{q9v2fG=twy0>kiBbYCb<S+~o@)PTB{lPm-ej%z9yf2R
zqhiiF60UTBpMT%^)R=PNl<O_8*9O@-M+ai32d1=jMk|PAaNP}?HTm-F^wOXIfUa^<
z<^~1;-P)Op9=2io_o}y<(b!A=wX^2nq31Q~*iuYR5!T&Hs-wn0MPXZpA1#s1XD)>t
z=RcT27J!?jz+wxX#l%4@U{A2*X|mkHZzFAU{@wDv_{9VGSz>GvIq+jK`C|e3L>XD+
z8))IJ|Eg-(4sjU(y4cu)>8ji^x*asYpKKS=b^z0k+b#{*i=95spBJ=+4*AsP986$f
zvRo=3>5Evc9deZNxlKoXYnOWSZ}?+es%G=&`{cuANK9@z)xWFguGx1W_N7_=Vg1s>
zI*pEg`|d2zxt^T)aP_A&2E;Y^o9#2bMHlS)wGyz6Ou@dC)qP~k@hq3=@9=ZwNxv>N
zzkMOkyItGYl{hBBHtQ%#R(GOJQsI~5CO71Te7erkld13{%`<O>NTO3nXV0;i`Nt2^
z4KNny?$_#*HfnVq{+mQr0>hKKJ32B2-wH{ky!Wy0Ee;XywqE$89eV8~(jrZds`rr+
zyfQvm|8>dt2*hT7f50v>!&bVZ!zeb6i)vw0_~av)^4@r-m2LQSzf}ME-)M`8uTew9
zs*pc#xG46s{iR<kSMTl#x{c?zSJtW?nVC^nL&zqAP$y2hvvR|cZ7j7KHMp!UI|u>j
zHX)y)BX_7HxBs8qftU}N#h_ypAJZqFo1In7d~tbZ&HcXYtFiv6wCqOxkCfoIh(>gR
z=s)s;(#Un_1FsY*e0n+nhscc!SY8fXwm(7FJGPHZ?Y{_i++Q~=xtt$FB{}ZLsg;#z
zvdYx@l1Zxe%he(Zhbm8y?!&^H#oF}AlL=eLg?C()mZU#!MYJC%iEO-7S($V1ZhV$>
z{rr~~{4crpzO#;``$?Skd3Q4Zft4;5n%}J-zAoPG%DYgm^yI@O#|UMoXD;Jk!)>Ka
zpZ66#kb6Z8^Nh$(Z9?A0v{0l{IH6?C!m^?koqLO4VDxY#O+CFu|GSfZd3t4qqcanI
zGHn6vx3UU-0$NI$DKy}Ev+8hIn8w4idVdOF8tff>#e@Pk-%hsgyMC;Mg5zJDfly{4
zxyZUrE{hC*&T=VzfP7cD;27WldCamzsr6<GT{xw4um*KYs3gjmSkHc%u0DwCKFgm&
z02F3oA^`{va3W|@S2GXdEU}I!7;~0raW-Jw&$okMK?SLL8o~i7T=uXOF7+$`riCaG
zTt3C0eb;KiSyI8$McYg&`n5}rTca)1EBZ|sH!ZVc1Ua}F8ISm|OpNy1NXv0w-j`P>
z8otopKt`CxX#{|t1^1(nQ?9L8PMd})DNT%@9fWw6KOBU0@@HX61Ksh$%qLt~o+E@N
zQH$tn6ljz=Kkyeni9m3oWOw_T`~xkbMX5ya-;)9gm$Y&e9mD<P`SFL}bxOb1;mV^a
z(ml9<LydnLg}&3w2LI^HZd{W!6ElVM#%|)x8Sqi|2jKfei3s};Hpe%}K%U^zCUR#~
z%i6J?>T4J)=HD|x5qLbSRzuT3Q|n5TWNbo{>LnJerwezc3-^DlFdj>BVc0)VJ)+RQ
zdPB9wq4!HsN4}Bmr`%38^Z3K7-Zjy9JWA`NDhBN=@J3dVNbqG1`J|Y_^x1lEwX>))
z?)i7f=Q4XWBIN}zmL-K<AgB#%9FjI(Vo<<(Mtg`XwE(h(K`^fTGjX^F&B9>WrZEY2
z5-t{#BT#>A6K<R4s*9W^{nx?AjiPn8PLslzP1Myeo|r908?|kyr(N1Sn2BsFps0ET
za|6$^?D?0EcFsysQ<!e^y)<_mcKz~fK^catx>vTUVal?B{LzGC@H`_<V`PDSoF2@6
zYo0CRQIa|-4iu4dLK7@BQ9)VVmG(;&(tHhQGyfqF)e$w9B-w>C(Ra>EC3`*W3H+6+
z`1Q?1j?}B{@3X5*PuKgNR2o+v-5%>~+o{Y~h&FZl>YiV*X{)pIX?OV0^cb=-9&H!5
z<{(h7F}iGD-o_Ce?3hKes~PNlo?o`(<Fs6@#%~vDS2;20lb^Yom$7>5(emo<fXUOd
ziX*LccW)l9CUz=&$0<X{?$beh#ncjh;rL5t<p|Afw<@sKxiE7M{E*`Ca#vYj;?tbV
z2IkMcmr`Hc{PQQS$mJqHxp!-TkFBt9_qoB?+(3}@>P@4Ixq}|V`Ma(Ume<QeVPFnl
z?RNDLEV>t52SfWyWQNS78xxJKH6(6q06xTi?U?K6UnfmSPw(@x%sF-Qkwd63`q)dK
z^EvxoX@_qk*5tH3Y6MpI+w9gSt{&EiEYoeR7&g&9Lpoq%5gA!4l7L^u&yXZnsu<`D
z($9X<SsJ;5Pe#%cKl;tHv4Yzo_R~RgM5{S6jPB*UO@cN~tfHweC+ZXr55DXxue`H(
z&VeN0<TqzlD7r2NIP}<ITaUM%C!-|FnT0mBP~na1xJ6g;-|B6@Ac1RNJ9KrV<FZ8e
zkvRm)-|oIJfRddpsE6Lx6Y6xP19*tH1!)86KXHrb1^U&Z^>~&ujDPn>V(0Te$JOHH
zTd+YmuX97ReY~{%*(4->f$3r}dXY>rBO~u@U4c%MMEGSrfi%2w-g|AkuSz!voV(E(
z3Msn@m+<%uboJ8x*s-YS2SS{2sfJ8S*U}sYH=^^69jv}j)A{e!*gR1`kdsM{4dJFS
z%v<WyErL!w7}C00jeM~9ZaL}Y(bg;Nj(zH8lT#02`4N2SRQIbIov{zQKizd?L7i%{
zmQ#5QY22zl+Ug|KEor_~BAqO!hq7njsg^XxT@$YLI+VwNzB3>D0eooxqcBpf<ectS
z?I^AtS5+}2Pz{Yw$aiC8Pwr{ZXx`oNiP`u06R8jP2eZ?CI8|2g0Pcr=L2Y~vrA@^?
zEPolTEo3h8%IZpAt5NE$yim0Y+1<3eqmm;OgQ|eY)F$rG|C&wThgCQ!eI0l2Q(m>J
z%cuzNaG5&st>=XHv;sOrH|f@m_-n&T?~5(5=e{V4rpU{do>KTODv>HBk#j-9#`A`r
zelg)zv6F3@k-gFZsRa{*A!wr)Yss^%{iV0;1>qk`uD#|&c?J7An?KUNf^Yfz1TJ<W
z=hgZ1|B3`eQxqf6@IgRBc-By*T9gyzF3%^93g4;=QJ@lcz#@QXehF$lZwHk9^p>SQ
z)uPJ|-h}MKIux_|fnsWfHl`Nv6Wyz*@K0HAW?XQT*Ba)H1(^I@0NG%PmBI(`Qzv8t
zFb@2Xlyx*k1R|s>I-%3@2#Vh39iqaWg1u2J<-m#s-9Ty(fc7NVKS9WjKH0v3%qu1Y
z8?^wEv;|z|>7y&Tzqa)s>C;4gDI|+p4KmV_IMM(u(}txGf+c98vZ?1qze<S;u)yZf
z?>`IP=KnWP1l8F7fuMX7uE{k+9j4{AmjUBqj2Mbh*9LzD<2VC6r%gEaxr`#3Wii$|
z2SEjo<!dekVd!$jStl;wYkWQZyRc!ip87R$G%j@IyTni2laaJmoz=EcY_aHL83jwR
z3yxt<?Zr|{zA~Ey)=id{L!6b}CzmyC4dGo?LN8$dBEtD-^(d%&1fATM^JC@^?*Dpw
z<%ILtw@9`lWZbv$ZpmA_<IxY?r*UONCLEogJ<JqM>>XqdypGkZz7o*2|Ds(&Y1{S^
z*}9#d?C9ZJujpB8onBx2kB0n0z?PrbG3xaE7<w<L4$Fy32}bLwIcsaHw-dcAn%_^7
z=GeG`8|N9Z0IuG~aKwRCYJlC5B@TfeTT2Z~Bc4L3S@Wt{N2^VuvrgPwQ+@JR)#fz}
zLe)&Fi2G8f_t+O7D_Pkd^+}1H*u906$UBx%blD(Az#vA-;BoqEo<;y)8E})`oG1^F
zjnItaUtYkaoj>AxeO2KO4LXPmU?gJiqn{MZw%9%O?GeCz?q5Vl>w`%Gaf<f)`hL*|
z5CI%ws3e%{d;zFPlD5qk|6yM2eM_6-QU2!NL&37O-St34iIu-+Y5Tol#q9u|@lj))
zpJyu~!83p{+EsU5b`HHg3w7Q3dk8-=AdkWy=NWX6J)bnrP}h>`af>1(b&xAj+(=cn
zeCkg#s~`K1cNgjWAXrsM3w^5zV^DqcG$MO8D?)a-XM~j0)Bht;Zm$COb8~$U`C`-m
zOZo}+G(3M}XPDr-9i()7J3vOi`G4hbf<1PY@4ghe_g~i~nzBbJ2T=MQLj+}8R18aw
ztW0)xO22xpen1Mm9L;a3E<3yGcxyDbW2#I6Hh!I4b3FGd9VJ!EDFdZC|L9_wFG|`v
zWxnvX=C@ncEI3)`V->4x_*8mu33o3iJ#+Igm3{S&Lb~*k|CikECAQsgGD)8uY?o&<
zdDoI*YBwhKVB(Ci`DtULlg378jSbEQ^c;|wTfg#>k+Rv9ri0tubZkbEADL7wGSCZ9
ztLhWvZCd?X#pScHJDeT+!3$nOw$;M6RYIZemxXr2h3@F=N(yK2aGZ2ZRWq{8ywknX
zlpQg|O}8+gu9J>JYzo)of{W6p&&s}+G0K#w=;d`=$i4o!^nUb=WY=C00%2E=hv-9M
zYTj5~3m_ZvypnvQa(of3618uCMFgyZ<4r%bb=$vc6r;trpd{H!2oG+&qOn+uq16v`
z4PRYG52)`4eh{#I_rd<%2QIn)n0{Uk@%7cuTbMH5H~|seEQW$mb9R69ik1|=NyK~h
zRrHEb-%Bq3XnglRasV~|PavDT-@ttY1&kjR4)$Q1{JI5}0$R~0A2x4E(CSItG{DQ&
zLH=<>6d?$a6Sa~Y7^_GG<pc;}{bs-nimcgWA(F+oUx$1)85q2(`J>7iE^^00>k_L~
z!WEYDEPrdA$I_ymcAeYEFS`6#*`4Nioyx^$=4yVly^G5=6Q>d<Nh-L-6g-_l&+<{M
z;vFNr2h>Ih1>w|F_roNQK-lD_HS7M(Gj&+=bwlm0y?!!;>Ms!G;+>Sr2}rVHg%w*g
zfxuIk5^K41dE=+4aRyNghm~j6!pmY*;z)2HSPpueA7pHQTt{n3<~7)y(880spSjym
zUgz1^P+_;<sUu(@q2@gs?jt*ebSwa$R`KTi=qZysov+ODe$ak>syBN$Rr8^T@nRYs
za-{iOPgn~t4l`_qqv(?+oU33HjTl#^)bGs8zw#x9lf+QR@R(^o6E2OB$cD<>V&|Bw
ztU*?4{r1pQNO?p%r7(xGadv~-gj>S0XeP60CIXPVHx{N>+H{ok!rimZoB&nyUGvL~
zPcmcF`&R}&e$8F5$3mt%4*bdlSSK81JV+nk9=o!FXZqP6y{b6;@-`<*kN6BOg}rcm
zuTmPln@q5{kF`%>nwcSf*JTz|6SfaP1a}3+<Is=yy^43X3QN11Er)9p7Af{`L{XlV
zbcM04of@<2>QrGK*b6h~`S_zFLj2lMTjE-N#szbT4`vFP6jDr38D$0$4#a3AbKC@c
z3xCtR_jAopl7-07-!Fu2143=(ZeGSb$0Qs<up<?{F3LWe&f`-)R6esB^wep<$rHMv
zxlwW74~?Ox09hqdzQ14ck!Fv>-N1Z9-h{6$xO>rVsTcOZZeUXwZsnI+h4ez-+5;eQ
zrt3w!31p}sk2GJ=D&F{QeF*%=3Fx<@f>&eg-KtE=wyrm>Ij|GU#|-^xDVh70iU(le
zDlm<n<jSbzBsU(JO)};p4@N}Ti&cf}2uefh8C&Xvg`@FM&oN=Qi^6W-hn?I?#{5z?
zH2H#X>@O!I_L1wy9_JxnTGATv3l9@G%3)OJhXriW6M=}}#DTJl9ZoMVJh01E9lYaR
znzDJrbpOOOI0Xs$x$fWcHdhapbdHsTLpB^u8s|FarQ-&qRi7Gpju7#qzGCd{gvDzA
zDdc^y*uWn3==tQ74enx?#DNGSk$<@YH|pxfAcncWzAZ*9pBUWDs-0=9?+hbdNaAoK
zFtb`2Z~buIi)mCfe}{sc<KRU3`@(z@MD}0N7v+NfMRRe4&^;`uXgEJaeG@R5v0(e}
zmeVwvc1eC8X;-hLLhDWGL33~rKzh}Z5wiudNqDn+vW!HkRX)Gj*gh2YEfUwUdi0S3
zB)T?rfZ(&5==!Eq+rCP7U8}=|icn6o%hdIM^qxff3`CpbDUD6Y!)8DZAB<gKApl{K
zyV)W-BdE^ZVwFi8cLTETdw}EuoNvmq+{sVo=cfKm?7iwz$c>re`|4=W2LZMih3ku`
z1L_64ujs;F)1$0P=1lm4dRYy@Ju`RdiS_=CSFP^PZs{BZJ=LEQtXA<85`MTmxMh^{
z;E{dl^r@3=4<&f7+5{6U8qrv~<q1*Ljs3vaoKa>#r!tGf_#_{+08CSR!t;Gu$=j-#
zBdAZB>JNIzxC(Bk(sa^)$=Xr+{}c>22o~xP%T2F`4d|`Gq)Y-<OsZ~(o#q{(E?Pjw
zomq9z+AYTY#yS5DovLl~nfyf0_Z{8?teXV4$wHmPo<$9Z51yY4Y}etc0pPsQ7-Ke^
zWyL|o0^gco7w6v=e2%tkwvcJ~a>?<8&*=H-rp=Z}>64O>XI7@|EZIYmrG?G=&ziM1
zw1v4BZ2ogulXMXgT=2TR03qVjx~@8^aeeZ^zU+PBwWKxuGomS~J|Jxzi1c&M=^yLi
z?C-IB*dwZ(+5>V1_ieAZrw4uE(ijzkn)*@2LkPa@ctMt{cw@HXhF&0-cju)e_-tDS
zBk#a{j}538Z6m#eq(v^~8LCLl5@i-=;0361ktKPH0Zs@pM$c892WH|^UjV;6PL!&^
z#4u~YsB4#%|9bF~kuO_Bvg#YyG|p$~<W$$eZy^8kv<L))Yr$1LUcV#BIrQjiF-@H)
ziF!hVh6%#d`|sKvhnYSv#P<g(?5d}6Er#4?;MK^&Lx{)u9r+p64?zn+IiL|aIRT||
z08f0=WzdMAU?0#YnZRTwnW-_HfI4^+;A7>%fTJh}U!wv1dyA``fZ;^N(kG{RSZM09
z?_6Ef>B&*2vu7pk%kCh5NNgjQZlJ?t%yrud2r`jM@**QeX+JC(PXPlG`=8^&_XW7k
zIB23~V5a~lO7h(QtQZ}FGX+fkn!uBSYNn6^#yfKULBR7Sx0$mL!3po0aB1qa#%uMq
z1Go@ACq_C}zsNNeM%64#B-nN3IgI|+i|n}*H*Qw+Uu67nQlX{NsmCf3mgmJC!*tt=
z&oBAv%v%1}WT`&HX#y-4?KMIdzWI5v?F16A?x}R}wfvq>+pkm9#&fqzHPRR5ycE28
z<j2?&g3T%8ytwRJN84r8E1$|vu&I1qaE<>TT^n;4{aRI$dLeQ0c9{K!(Gt+{o-$MS
zA9*uoS4*hxwj}@!?`r~9`&TLs?3;_>AsM#-Q4{nn8c4#SG|^xnAUSFj{Y|Jp0EUl6
zbo)nEcD7nor5bFGUu-e?6emh;CVCO=9DNufyB9>n0ACJx%K`dDAnt~J{2IRjWc@%k
z!~)pUXvO$)g}9cbn}90Qp!%N!IkG^m;M~_mz;ZgtbMnOpv)&BYm+*U_3KC6`G)w<N
z)1tzssS#%>B&Czfu@48r>8Oe)s<QwqirOR+$Paek8~_=DoOE>V3zO2{{dT98(L&c~
zjaIaJ#0Hob6^ui!%lfKze-pAox8z{8=>=4`IUM!$AzVqaw(p*M@X1M3aPv9#+69F!
zU~*YcvB>jNFtt=Ob(eC89^TYSQ30%6qxv@Im9K5Ch0q6mg>nbGTVW@U7#$M9RM&b%
zNy7Q@)v%8zyvw_UZVO|Fh+3-cwGT#d#trpe1~Rn;*wjXJGTkcu^~Qa9?$$UXucj*4
zhboL%!DEBpS{nlf7nSAQ`o>qXUUi%807J~H&g%Dlm4BX<{cdzjhmF2DO%okGvJIws
zgs(_7sZlQ1gKeL*DPgqae?H;We>KVeWh;I$D^-~*3Byd(#>Z}%gR`Oe->=_l5wbOH
zg8#SmBaNHT{#tRRB?vcE%#s_&v@8f)w%>QiX2LprWy*d{usDzt&o5TWT?)?|XffPt
z9ptFU7c}6aCzp<c{8{9C`ebYT4p+Me+d|b9m+|R)avLF;lwcAi{Jxi-<aj>nX2sj9
zvkht=lMQ}3J)7>oz9KEYTPYMw@TJ1F839Lm-c(qAF7)17r%BZBT>BUy-9Z&6MJWgf
zR4UB(JlCY|Udi{Wg3qJj467;+lgJydlJmOh?RTY0rAFmP=e|6@_Z}p4b8nk#_0WiX
zHcosN4$F_MHTTSO%67$RL^1G?IS<^=9?+mcK}&pbIpw}zX7Sa3mZxG`J#-Vj(qylE
zjt__WcijQnff;-UxI%zpf8xsPATKN}=z(V^;ZJG)&m*XC2hZc%=EfuXM|`9I3>zp&
zJshNn`6;JyG=jKo9)$fFM7>$RER2zeV)GLYQ0MRhAp1Cf6Rw*=lt6_L3P`LW2)GD^
zWOv%K>aAu`{MOZUnVadSP#?{bF^lT^ldoxvo9JY!ShF@5N4@g-3L&&ul81PwnY4%v
z$jXycECg~Nn+mls2KF<?pk=gxqE?|nk_I=T{1^&BIZH7$RPRPX#3arjK+&B+^StsQ
zyJJ2yTx{z-rMa4r_u__&+t8xKFosW}lGWmU`AI(Uw!i{rs-}t-z8tU442HP&@6-7i
z3+u0hOL1pZUb2z=^jzg(V9lFVb&*O<?_Vd6zFI--r`6S9y>oox)D*FwWh%p&D!(dK
zepjkMGPzg+<TNpmWothHEC0A@&HLOM%I_PLQxGRl`JsXr>$hW5ItovoDE$2Knf1MA
zfIe>0bvy-w9M__n#g0<E_gUa<k&B36;V;c@nMqP@?$yuPgc<c?bU6`sP{#t-FYwgc
z9cfx`^v|yjnz)VHjktdE-pdXBt&Cz+2f6%fQWzA{^DBDi4x!s*%hG&R`^Yto$sZLw
zmC*&>xTD5Li|ApsBs;oQ(M((GEj^U^>feJlvkvpuew2}#@%+6V@9Nrh!2}<Biw^U>
zU9XG%N2gc_lqWe*a-(+RQ#41<=9E4z4sL_gQd3!c%0Tv=XZ)i%R=qat85dV++Fz!e
z?dW=^X3*@}=VNhl*X0z~J<1+0{P?-*iyr?f$4GTf$pZo?JjVWQS0Aq^F-uY$x(`BH
zSWnQy-HK%Pv>tc99{Z!@i+<TSn;^wR4?nzrVh}g`>1>y>Q3N4T0u=~ivvQ<7vcFPR
zm$*WFv;NQ=$3g*Ro2L+E<|I?ubH^vUWXbW-7&Hobj6w7oMH5JGJ(`elL7rpp_B>Mr
zQ|BxR%Z<cRZU5D<pv&XvHLnY!`!wgl&-HnvBU9wT_qDwjV}W&Wdk^LH-N$PjFD8VS
zD&*OFJsry7&X9h>v*QTZYwz;&eXbwauj1KXJXm__nOV7?+xb&*c&SryFu@_`vWfY#
zj8f{8oBO~rhGNt=**7%pR~BcQw$eGOTz$9x@?!1CO$6ZN!RJV?-XI=wL-$U@(HI|o
zD=KInV?p3m%KDVM+#QS2AFLszBT<CKr=CL-8};}FZGTfdM(xCk-~Nk&<!|a8e41nC
z$M&eMJnvBlwdpKPWZlE7gmGL@C!+zT1q>x3khKjS)E@o}ypRB$?|&ATGr@$eX*?(d
zq>ulF68KZe&^1yqf&X9^p@k1Q!YXgfj3y>6WYnv4Q>M<$p~LZ$*Sk5iS$vdUl9RM8
zjp+q@3yq#w>J;W5a)mbI*sW>M6RbEd-CuHcR4njf$3J5yOh%h~UFuVB0FT<b(@_q3
z7UUsV#LEdRk^yy_+=$L9Ws}+>Mj-EoUAT*UR)_1}Di8$mA&PXy1F%H~Yf|{s%EZj%
z>QZQI@C9@}>dUv$;ro=$w&e~PLs@w<M;rUr19<T<V1-x({X#bl)CFK53xu3U5U|W8
zoj;S$KF{0LrJStpZ5}oFPWU~S-rX=Qc<=vQV!cU*(I30LVYQZ1IM!R#3M!Q9`GCxw
zYR1|GDG9o99qJblcy)ohc)YXArzVK08m(^xV%-bSM8>>$tFA!FV$=2{dNl2AVCXe@
z?LpVD$Zzm0Nh)52;qLk&K(2t36x$a6$Stj53F3B%7}n{<=VWAxOLQ<g^ge?RLfKa2
zrO;_=`4tMw+u+D(&eKL(iC&jBo22zm8)|<t7W5vKI*5JRuJ5ywpyW6pX=xa(lzlC6
zXB4{}e_1eAfxGnYwb=~lxyQZFzC^MJUgf&YJQL|L!}Z<Ddc-PKu!1Hkg<nSd%|#Gz
zZzIRWN=}=vSuU(tO6!jV{|5`eTmCS}DSLznsE$9*-qj&+<Ubm>ZqGzvBtej)I@LfR
zEVY4D*+z!=F(8P%e#iWh&%z{dO8JGZW*sMBTsOpEo}Mic-F|S#DJEa|nw`J!P!`-!
zNe|o>I=4ynv^!n6Gb>kE6A^E)2u}uT@(h|m%9#ab@SKsRetL`e{g(s|sH~Tyn*Uuk
zRH!hm?(-4!3?jrAqxl+fnF;JRSp~feKtXjnh(>U)__N(dSa#zID2%-PbPUIfzAa>^
zC3s<a?W}*&&N<3HTPuR4OW&~oQr2La`i~9d_yf8gkAR*ZCrVve%-`(_Cmof&fVNtC
zZ@pxI0rgL_mzj(#Jj+f5;xRzS-TCLTQsP8~)3NP4$Se02(Qg=Wb+furJi1XU31?&l
zrE~b(^Vd3apSI;WwcBTP+6{jiH%rK9{cm*w@WkWidf#M0f44MpaFX_?w4XHE4g_}Q
zK<FryZ$h^!fjkz=Lt}Wf4_t{88p7<3?Wc|!H5SS@=))`Rhvr@_RTt|$9AfFfc13@i
zKj__Mv6%L4Jn1mf-1L7e?4Pn5qrH2&*6}hsSw77U+wCG-Tyn+rwQXaLZ{;F|3T9-Q
zJ`t=n<Bvf6ffXHZCXxG;VadX-aVftT@zZ>25?<~RC2);cfCysTN>)7JL`9<*>vQXp
zfv)I1-FXO@b*X<q6pJ=KmK$O@RTk6k1vC`_>*c3Hx+u@L!A|95Y9kP{xo?|<BM>f7
z8u5*<9WZJB#1->bDhL2#PAvP}vo8?3#ma+}9c1XkpP@id));$zk;cYNT9ugQ0`gX1
z=04~2?VJ<$0o?N!PW;3l2|ZeU%VqH3-EEo%Qi8Ux51VlOXV=g-1_Vyz-?!Z^is1Z2
z$4=lDr%A`>C4$kkZCd>cA6Sz?JHeuBM$T0>Q6E*?tf11lPLrfIQlaN{YpK)cW?O+M
zdh<++^A>u@|C)|4Q5-JMS=~+uC5*;puA;*)qv&`^M2m@n{O9J;kV&|}C45z5Rf<-C
z<Oe!l3QN|x{elLKW$B$G%d-=}%RaC3`Jr5VT#llmt6A;kI{or`okCTKVpW&Map6~w
zCND&1&~6#6eh&Sr4HA8e){ke7j|q4>^s3NNXDX)`sCi-B?WfQSZ`Bro90Ef24_i6r
zG{`nyv}IQ0B2x6tK1Tlf-{rMi`M-p9Tg97gIP`o9(Q$GJAO2^v$F8k-{2{}M$AfU>
z!G7|fVLf8t4vV3YI?dntZi(I9+{HO&l2M$n`C~V;^k?_R7QP38X4F7x`7s%39}f-x
z7nj($7JS<2=i4w?gO1Yjskj}U4)<V=Y%Nk$19Yvy+p$4XaVjf2c_MIPuHC`4DBq<x
zKWb<_ddMjfPiMkS{1-kWGb(lbQEMIUS{=^j`=y7H31wd&6xHM0TerMNS=H4jQg6yB
z^^MgiZT)0Jo~)>SsfURWsy~=Pww`}n_0}Lnehv*wftX>tWa~mH@DSgET|j`keEQIQ
znTxTImkh3roDzeEoNxXouaQ*+f_?SCYB5faAq`jnlmpx=4M5U+0jZ#I{thgFk&X|<
zoykdQY^WdmrEYm89dE%D^y}xnhisGJvM8r88WvFiUIdCarcHFtD=7z00i3U2LE#qo
zBYwn}LjZ14R*mr6?1^&7<}f7m3jZ)qFvIU)fDKWI1`&!M-WCF*;zg6RfVg+^000|H
zE>ZSq^J`#2bcp3*RKIJ{^xu#F@@@%^rVAb~x{&@P@|Wwk`-zO|C=thxiAwhppYspk
z^eCdZy3bgYy=2wPfP)p*y&tncQVZDxiR&nce*G!bGk$>K_^-|ZD#LD=e=Gz_vP#7w
z#3Y4$wQhPLw65y0LVSeRNP#GRcs(lkJqDRmN7kl?FSAKCy1vcSkvM>7UU2*GYrMOE
zg4VwQ61y=%NWUol%#WK<;(QV<lqdq2dtG=)=1#8?mz2BrOD95%I3&*Zs9YIxNEEIS
z#~<TFrBBt6-M?C;Y>5>}jn|&<%s)TCx1kxOdoRuHUI5=Mr4Y9(0lE)iIv9xkXXuhO
zM9|tlj)iEa%f5Vr^(0KJ2zS=r*<ibSo?ioF6@j<;ar4RR_|Z4=AKraCecJJ|q7T7m
zx;{1S<SEH-BiCR}YaRI?9(~Fi^~k%t;PrG|FaTe5&-@x9poUQXyK41*Tj+AG@`NTt
z-=p&L%B@HHV|i~5<9@;8ev!uRPNG5TJxJ~n!z`&S<<s4hr+Vvu>b?drw0KAUA4Qn#
z7i*`@q^=Hp!Um@1t3A|*PKxd3nVuLjqYTXK7Sso5WkgtUfLhD^42-52A9q6XiCJhY
z3GRK&PQ*iSZ7=mz`5<(jaY6ROKE9RI`72)d_<Bi<xs!C|z<m#<jYbY$AT}_fUNt>;
zK>9xIqIAmUP1gV?lRg_OL=>1TnDPzhlfJen-%Ir5qH0S1o4OY1eweSiAGalNKpGuv
zd#)QZlOWlZ{!i2<3*3n}G2?l%KAGQVtvX6|N=D=~VOmFd4#z6<6+etU`BK$u=8~UH
zGkc_pN7%2u=x6+A0XbBChxCYN#Hol;rjAlVkwMC8{C~xJcW4FkJ<0P^_&tBx+M#!x
zXPwA_<@fbtyQ6|@)r!B}+|rP&l9=eJ>ZwG*#<9Vm3w9zw7e^Tp&t4U5jj09u*0F{t
zjx5U+_a!=gRU6cMRhmbA0C<DvEuiiJ9c$H?-qtObu^**DI-hRFTsRw3X(9@NNMU`A
zM@9ZtD>F|ad3^Xid?{et7(e5N1<1slL5rk-v~l4TAcO9GUMV=N+Kp2YSfpAcFE`fb
zg)x6uTUrm;FR$I|CFXU(FPd|>L5UP*mZrKry@0|;2!G7(J6aKe{To=HR|jcVi`9=c
z-wUJ7)bSTvP?x)#Y8i1tAE|s7<s<2FAHhjIB%PeWi3l9gCb56b>dB;hOO9=Vi!*th
zM56iFP%1wbuGiz*ZyjBzjQP!hbJ&1NA%v+6|CAzg=!|<*GBgl0m%tzGg;Rw<DN~*=
z0pq!-EJY;(=^7Q1s8mKxJ=TCOr%cIT-Y3>0y%Xly&i+$&)gi?f7$eaLPq0IGujs(i
z?cxUVu3P0-N4LAxgLjY7rk=j1V~r}j?LB?84Ttl}vtHnmupi%6=H^m9+#TSJ&gcJ_
zgJq^$yqV+sDPbFoo~-%`G_#=u--p&J_gVvR;c}V&gaVLbG_<!xsB5tHwlSW4acSXm
z6A;R-qkWWplB=2s97Kxzza%1tu<Zbt#^E~#SySWZe<n%SP0theROq&~KX7$NlOoql
z1fUc~r6xiNVN&S+plWHCNOEaY9f`ZG(E`g(d~hV!MexmRZ6Up)iH2M!D%qc4m50ah
zHsNBw(L`5Z2PASNFK1>rUMs=)#53xLmYM9&q51DF+Y75c;!~9l{`f37{#j^J#Ocm6
zk&mhr+7F&4u-sA=iuS-rxn6!bV?zy!phVS|r`43hZa#Tn^5TWT3$2@Xj9=Yp>C8%=
z&ho9gR-5CTU#xdmj6z~~94@zt9#vUM6DbW9Ddmt7<n(%Q1vn?x9Um@)ZUPm6m!gB(
z960m^C(EYg&d=J0)01&UJ1SC45FS`06Juw6GzBiW(BEDFg1BvE9rSNngfZ)}N_+CL
zds&dA(bqPiEM69K{$>sShHB1BSTLRpMjO*HWkAy?ODwPk0ZWC*s6fz_3=P2xuh$8G
zWrJ>^7ZC{Mn)qDR4W!p83S7jLSZ@h30E!98v;Mvu1QbGr6IY-~g=TVScHt;*U^O>3
zq3Iav53%?E?qAWC{~+8eEBug?Kpq!BQ=b=_`$d5VI=sJ~m?}oA2MSs3jIc-1`GbbI
zZDa+}XJ4JhB+596zQz<ZfQ$NZ^-j~3yFWDPS8m+2y78221KE0R5q;b4pWyY0gA@k}
zVM<3$L~`sSS-fw+v<MQ%83FSPh+ipe&_9XnZ|%)5R8r1H>e)&3&w3osBVC>aU7na5
zQ7dt0WYK4Hgxd4f=>;V<qS=L)KYyf<)>hsf{grHN{g1nc#i0I~XSMZig|@JBsEQ1@
zw3&|@SH6Z<e2}9;UCqWPB@g*%mc))t6TK#<J><b@bj9g2t*@qjIQqV{+W5BcmVReX
z6}qQOe<Ukca*@}&X2nEe?Jp&>P#9z*{C^GXtBq>M4ekvcp7gW#{YqO*dciN;=*XkL
zKT7oWr^@auWa)r>Oh1bw&F+Li+W#ZzyyK~U|2G~7=VYBDM3HmQP>9MZ<Jc5MQOTZB
z$ZE(q$FYu*QMSyKkuu86KK2S_?~}cceGbPtzx(t3{dfNIaL(iXzVFw#uIH5zs7g`o
zVNXysVG_b!nMLZJWXh{QMz<!`^$^@f5dci2+8z8ws*CK&e@hK?A(qp~B1Q--xbhe9
z9J??vO#`lhwS=2&{0aqs%dQ2@e?4vnLATZiW7bXh`44B#bB?`hKG*Wk*6wa*vGi0l
zR`*)jR2VP+OE9N;!$7yzJOtH?v?-hdZ*ZZ9aP3%qBT%7P3HP<7#NS!Iv^xsAvS-!R
ziIsj-<>EoN4kp4Mw{&{w$NwY~4c3vc7xmi{=FFQ)R7hI*1q(=u1nk-6CL{BfpWD+M
z^T-pgBb{l_X}DGRtip%&P}61DEEa4`pmb|nmIn;U**3V-(eN&QYq$ik<{rD++QbMN
zg(HYyIsULj2G>Y7e9SS&7lzDuu)ynO<gDkFv^$E(J3G;nB_sSp(f4n|9|Bu9Z@CYu
zxOzS4_wv5LOQmBVY>tcCxK`3@)*elt_ENm%ulVkNqzD++`Y1^J04g=KomSweZ132A
zIVbMV(0J;d_A>?@XLT$DIrX&u-U&ReGZ~h3gpjiuei80^Lu>Fk8G^NtbaRz;b3KQA
zd>gzf4PP(qzzh4sEDQMR#?QX4>|Tnyy!6#_Bw4t;)Q*(|fAIIx%F#5kzYIE12DbC7
zj!KlDX^dA1kKn|2rrstO6&5cmOt(xebfkOozUv?#-Aij35u$3;WLfY6`&}PRE%qF@
zW5unjvmf;3bx3eC<I85s_Lcv=JKFCHeYsR&CVQUZBzJMcD&DUXHcs>mCVEEK1F@?U
z6Mtq4E*AXpPBM}pLv=h9WUfln8jxE^F>uzbX>r4x-~MO8avr!LFmS_67iU;ddOzU*
zF#<NC#$#_$+kn@WNIKTfKnl{e5e>EhWIgM}c{FG&W`KbOG?Yg{psR@m6X&n47pcdV
z5bh8V5Vi+rb!KSK1{SY?|3<4Ifk=&{s!}xL4ESW1ansLjq;YURwSeCwNaj7wU@ipC
z7LyUCGl!1eVzWui66<;|40h7O^C52=00A$2O;i}f6-1rm<!|>~;CQBrG8bcfU%<jl
zOePBVoNYXSvSUd`bBFnC5asZoY9LJAVBc@<g8GE{fxF$3CBP>4-SKa4IljK-U>Q3`
zU`Wx>@U*wP#WRhM?@t^o8J;&*IL!?t`67$~ny%_jF9a|BZ=U)I#W+oCc(}^K$hBM}
z+Qeom{g!cnnbzTl)=De%jV$*I&yg^aocQKB`WaARi_|XPVPI_F?0|Z_t?~|147Lb6
z;SlJ3QA)^E+B}0ThyY(io=Elhkn&#jbBE^Avkww+JbM%o^jw*0k45GriN7Q3=#uSG
zhn-*NC;yI5)p|A}H7|9%*Ew4+a%@X*>|e@(X?}LQ|JmwAEcUjH2I^k`h_N{zTyi1w
z<#`AWwlTrqmwxgMlZdj<S<%Nb*Ir6oix)v~o7r9{|EKTJy59Z9&P+No)+KQ)&ByQI
zLEfLPA@Q=5ypHP+WAtE}4FbTh2Im5V6|vgkfbC~??Qz+z4?n&#cN=+~^<t>IY@!^7
zs~CHPfx|Qb@Bfm*eby%w<jx>wSmzKAGy>>TPY<4de$<2ZyT!v)j9^mNf9ZE+gfeG5
zlwfo^7~y+NeaCQ{cN(9!E_Gfu-Qc<ZjX}z$(;>d``vyFa!3ivy=ZQk>Ht<((URV6J
z@YR7Bd6^k`<>xP-f2<PQIPN4>HTl4&^u>PM$;%iq%+G?wh+m)BUT7_NyzLoij7@Q?
z$1#J0Faw)=(fd0v|4!z;9XFc0excLzPW)pdudgx!q{e)Q>xFT1)trsf_-nkCj^ds@
z_rbvlpyX^}Sg|G;Y!n>}0EMtH@m<A2xz%5TCI^;Yl<#F<70<}Ny76>r>08a;N8z+g
zfi$V;sCgYo5%Xx6-y+$)WV^Ai0N(mbMR34Rdi02<+mn?!i4UrQv-obn_omr*!K~F+
zdK8NkBbcBAg2(Lq<#l}B-tCwpmugv9886#tFEJM(dIP~#R`Y$sDS2wy$vdlbUEQmj
z68hEa1+PLWh!SCC4-4?l&pcSm9(`rHBK1<nQiKa^+73?9r6;jiTT;W>BD~GjBIzB(
z4;1iop(ppP1%V@yPMi#z|E=1(R$FGKELr}`Y<;gxd2z*ic#5JTi~ufiw^nG)8gj1;
z+ds5<6T9FTWWkPGJbd|yUe%66X0u?&6{*~J5yynxvu(6<)&7I=i2VmkAT^<FBK3>N
z#G#}&>DT`oLt@9K_RAqhRzP(Q+HyBX?Yi_Nvd!b=){z>t+5q!$Khzwb3?@Jm#*Rg8
z5v^J|uh4)SVDDZ#sH(|n1o)v&CjH-`|01$BU8tq+Kl3vG#-R`U2P6>9_fiJjTN8rT
ztk{c)@b2f^T2|cmeK&7fiFUPaQyZb5DgTbvO+nK$3MyQo=l7T1WwX-mLNFDDxc~Mv
zU?zW)s^L5^lD(A`r?|H&wm6<_nT&|xniddFxVW|^_@J<?*u1u5`1zOO5l<At6i@(h
zrx)uo@PGYqb9@Mz>K3S)fUr>_4NY=9%-iFkr>}~31*WG7t%x>W+kuDn81>NSRbF*_
zp~H_pe?Nu2N>_a=ebVoC9@ePG#Q@XJzo??fW^4*J-m~#6#lbJ9XjUM@DJtJ9a?LBs
zk5&j&ZjE;eny64vi??H8K_cwHS$z})<i5HXYXXvRCov1F@PrG)`X3@d;sO&eLOswD
zvf_T>;@^MwW9}o%oo`|<2d_LEJZCeg{NzFE)s-5X^VT!O=zhriyuVlSj64LiXN*GY
z(M_MQPEnChA|t<ra~6hiP5@K>30}a6Vw*z-&faDCW8H!F-keZc1JHv-WWSt9n7FZN
z78b<>>P>cd>uF#r57TOZP-DMvZSxIJF>^661<KeKz2Hae76Fukv)(YI@|?X60yG_J
z@@ou*wgVx;d-VmMhapXhZLT)taoiYSGXWuWM8*bkHj!S>Sz<gb&4pki<0++l>cz>|
zE(xo`xGZoulfVuv&_0HrfC*VO&*W3yVG&!(!4epR&vBbXRG1bu=p;If+N98g4uhQi
z2KK|d@ZSI&8bgJKi09S2kL5o2{Q9fBukYgnZwHEx+wOKdCkaqn>i-pGxDp!_0dsKn
zzjAZ=5dS&x;KDYT_yO5}6HPxXKzF(4Rw(fRFFc6mv46+=I0A<i8@&-pX2=ehL4IXn
ztw;BlI>-lLb32?S<0kLMve0a-jXHGi{n0cg7#ogT7AE>Xy9-SbfrpDkk_b`YX8}~f
zkvU^B#GIuk8Q=A!&KbTS2wAZ1VvI~~WD@$BVPJ!lhu_%y$b#7<yIp@#JNt<IrRTfU
zRsf%`vD6kaZFFU~qOdQJ-kF9?OQob&(4O3$Fk7A^{&W1ZK#$!{Q`>*WN6*5JreFSF
z;n~G9blsmWBi9L5`Lq>+#Wql}o{%bTaBY4e8ZNPN0Cg2Swf~Uabq|ofZXN~wPU~{9
zta&)t`}-zvPmRS4ou<iXp%jYY2Oz!39|#x-Ct$9uOhaI_BptMgCw^8XBc=DJddT=E
zdUZASdnU`q*4F>g7r4QDa}iwGL|GTG#}oyp(4uS*3^u1u%Z%8B-){NAV)y6_@M#}G
zf{+R{wI2f1pf~n8ZyGu6fc_Ye*)Z|Pr5Y0xp1IUT0}loO_GC~satp8|In%i(O$Ye6
zMdZ7OzxWHE(_Co{u`|f7i*)NB1OgAVKqZ{Uw$};k*YQ-y>3NqV=VFtTbmcc=&XCnr
zhrA%Jzdsl*)Q-fl(f+Bwsv!BSYg{dIX*z%!B6=cK4c|a}M$poQe7hDWmK!8UjHkxa
zQXbwuyal#`b>W4zFP&o|zIAI)Q^O{2E-Kn6voH9{bR{^&-$=Zvoagw`NsrG?;yIJa
zq2O-XR*coT^H2g30|-o{pevs*3+%uV(=INy$I;h7=K}+f0lTdGCm+joO3s!&;PPCM
zR8zTs@d|`;>L>3xxAOZ_Yi^j~zofelccBrALMQ0%K&>{sHXASoJcG*X!Q#(CDkfmh
zYyMsE9~wJ8{~>DUQyG=8%YmdYyHQ?C4S87>I4ara3|uZ0|5Ettdg}8RO2RQ+l?sBf
zZ})B-ZxMX05xEE8FA4vXuQC$hekW-4W@e>fSa*|=ORp>cQsOKV27<Oq?bcUvVyBVc
z_VPgx*MA}AkN=Z(3I#qYwbnkT@C_m8IfIPe-s|-CwXeR*HyO}hJ2q0=-CoepS72)U
z@KW*A<zhS)ucU*CjIqu)PMl+;H830nDb683Pa{36XN{RzG*x*5vB#*>Kx|`~5zohn
zGpyvx<zc?1r9y_jawx0v&Hgxc{vYxLn85;^)<0ManrU?8U~E*CIW($NR$CRgMtPci
zP>8|h7ls%HI|zgfytnGWkPhasym|FST(5`UDz9cx7<D*)H=G0|D?>!Sv@QzBAHmb!
zadH%>Jq*E!;0UPQimpO7gA^mfPGwffa?T;Ab@@Kh0fGl^)`l(G|M7GG$3g>O_;CFP
z8NR`!F2IB%!q4vEW{_kCKOtTQE-`g#JsGMN1}TExt%y+=zsYll2VkUvZvZS4jLFzq
zl}VF5uO1W>Jd!x~k<TB#<lF0_`U{eT3LXiarGwiKsAjD!5Yu;gX78W)S0f58JJctJ
zpwj>)85)Y<6=Y=i%HRSdN?aLd>i?Ubj`2VfjtSGyzORTv%{8GBbqF0(iCT||i3)s$
zA{VNO8+K=WVnP@vqIStJGvpWXPM%;wnU2qI0LYx^*;l+KJ_3tP+w-5Y9P(O|O-fz;
zeargVcDuhQ^QY@Uz*>tt7N0wSLS*t53zOh@uvDit)G2kndX;PNDD2hEqK9`;zpfX>
ztSkDPm-}9K^u6J5mnm2mg+jv63XEubp9Zu-7!5~)L<nfdFJIDoQQY#m(j-XL{@2)?
znBdFTl{^O*I|8da$`96~V5-NOGl%ONJ#hGcjGWB}f1Ai>-tH;#ulY)M>>Khty-J1a
z7%^#{6G2TQ|7kqsZbQqQ4V68Amq}C4Q`790rp{CQhd#y|Ws9_~;fB=;Vv08zU!3}e
zyK)?T_V(O`2DJV)`Y}dfZB>{gzXYT0p)=k~>OP9`6UkLmwLh+U%+Tjc<~uFbdUUiO
zIqdO9Yxkjw>xdKuzj6i-^qB=6iWB!=`F`Cfp7m>*M~g7_k>(6%Vu;y=fCuVRy(=(_
z)_)P8T=azg`0LTfn;vcI&oPP<yH!iix;7kj)u=>%lqOQU30^aG2V~`r?Alk)Y&wlK
z5(f`8x})K*4z6(63k}yRN$(l@{)8HN)l?mv?(thx*m~VcG#G>X|9MFg6{gs1_(lXH
zC%;ccyoN&Py(W>BU8F|E?!!sf$*9*kPmqR9V;sJd-*lKXN4_Ng2_I<Y18J3k^#RK6
z6!*Lzux)LJzK?NQAlwO)d%4owV(U(681ktCW_TN8L4m&TMSq*x_h_UUoQC@iJ|}I@
zYgm;;V=F*pZGP7L14qe^zs!mdBzTQ(xzjK7@RobU+NM)$f?cY?`CsY!KpGLU)U1@W
zeCYXuzS&ftwb_8T(|}tGNzWu^9>z4nv$fX^q5?$5Q-vy(WuJR_k`89;OW)9>q+^bT
z&O>W6mgs(;=s!0t0p^#v#kv*m?+P+)t=6mof}j+TY^R>&s*@Y5+OST!Kn|*6-i5AL
z5}W~o$gF)LG8?}Uq^-|6`BAU}ecj#d2Yt_}r#mxJ0J0{30N@8@lk0AE^25g&H{EkT
zvYh->w{3%k&fmpCFCgj!mMAkOQ&ug9bh$qIeqO^y4j#d@X~3kWs@4_xvw=}ENHv!V
zS*Z)aqNu17VZh);>q%Nd_UO}Bc4pCcBCzzUaaPn_a<7$Pou@eoj#XAZD5n%}{Jw)h
zqjwvrU2qg)8-?&PM9}XUA=s!8Hmrgk5&msE@Trt0Rr=yIl#HKYM|VXW1$D!JX5FJf
zlBH-jWJ!D<;Ccu6hCw%{0OUzBz9IVpM5dYwwt8e-2wGJIfk7>(k~2+Rhi|>)#gs79
zdpYQa+fN+3LGD+-V4`wGRgSx(mgzl9Z>JPILFe&W$&;A5(H8>j?*;|<3$IBBVpW-#
zI<dVZxCD&R*?Wz-6+VtWmPJ4tdI<aM4?~-+KDwLuU@^p~!EpasOWPyQx~odfGZyRF
z#s-}9bKzG)r>H^8J4Yv^{$8`vLOX>0<Q_ei<Tu^fc>sNWv0#<&7w^VLl0beivZzR%
zj{1k6qC(K`D#tzaHWexdGneQ(M-UR^V+aigocUDz_9v`$Hy=B?9?h@w-&@MnXey0h
zz@22*RBf^tKJn_e67Ac4s*;xK+3u=MSlG^My6d)ZQjW+E%ShfMjjQ|cC;m4tTD*DV
zdVG`Pc=5pTK0LR`eltFy1%I-M>6s3#k&!;V?l$*NoD5a0_jUs?_IIkPDkLr{!~hq4
zwvoVW3tz^;^)-7R&zF6*8FOdMTqc<GqYbs0+`18)LHf@k`%s9^f6x=0@d)O!>Phu8
zXzNEg*y(OQQ$TkJFiB)AF2VK|)F5VqvI@^2e;_2-)WH~1;OwK!c>1x)fJ_w3xpWxn
zkyOBpDJtGA)glK;w!&#mLaU5x2_(3>h-OBOYczs}YJ=XUPm9f?b!iPDbKvKwXciym
zCL)z)FQ&bfk#Yzv*U2u!!X((WXd2RUXiXGdZ33-{ycyOvhddF#1HYMi{ienBn-kaD
zmB(TZ%OL39TrE{Yw$NW#{)-(#l9Ru;ke;obFK^eQSL3M~T-)%&?0uoMONGh9;PII<
z8y~hD9#0&)7c+)&(%D~6p#^>;rnt^LSpwn;oyHH2N6d707FxrN$CD`(e8Q(_dcaTV
z?Us9VW~#>LVcCFd@4C?ZcpIWToiv)9J2a?S`&fPZE5Mo#BtCX%u{#AXitR92viRn1
zK$HI{x$S+*u&<z?_W+(++ka5^F*UHiIB9gm#v(^*peIeLMgsHLu&Uw9#`;6dnrBbT
zhp2}`F;TA$4X|yUYXb(}5tuT6%lW%2)mEGDDu4f7{~E_e4dMi7%O?voHRZ@@Lb6zd
zjqjIRm#jxQ=3O1Q@8oQ};26~V*``-Hdw6Te?$P{`#j07n-)N~Dw^XYwhv-)k_S6mK
zJ@=-EF=*l}a+sb*h{>D43aj{@*F^pP{-((Z0V^?lLV>;qCqhth8P<>s#(kSn_yGST
zo-SQ_$EktetWgy8{17iB>ehjkZt{M4+Iw*aE~`YxokJrqh;5_^Gs`yo;1jm@=Tw&C
z!|Zsvp*0xZ{*1+%xN6gEc(>vCw=1!*zhgX~%CDHXiSENO>a?I~<m|!9#B(xK!>ES&
zi0{BhAygaRH~d~EMvL0$!`-+`f@>fA>63fOikVxm@nAKJJua>YL#5udx~GzxZsO=z
zgMCKN(7s5H%)1=Iz4LV;_?I*$tszEA?0uYaQV+fU{ko|4vQ+DjPQuC;t`XtpS4GRL
zEvEg?92>56oq_eiN{2%1_?I5b(gRsq-}B>oYv_dc1q&F3l~d_-t2k`$&^5wzZdD`|
zstoxoAEXMK<C_H|pi_%(=5{Wnn23ZfrM}LZvo}hvTyXfLM2{OiLcSV8^FP79tE*c5
z?)%4c+D405Gm*5v#qGAB*?=CubNpB8Gzj!Qd=R@(>fY=ah;<Lal2L6({tqx7=X7`A
zxLfPUNs>q1?A+cjd}luE!o%4+juU6BUjEdfGzZ7*hQ$nIa1)RcT(sV2j)S(&qhcZG
zHo5!lat}vbzWx}|<wCp^c)BXzKT_9kO}G8ocp%rhYjIg>ugX>MZavyXm_F_L(!3K*
z9_cz9Nnys2ex~l1Dg&(V{AYak@sQOD^OyY=bI2PO-#(^(cTW9YO4X>%pSb+Ww*d{K
zfMZnb7Gs=4G+Zss0Vm`zi;N|~ztnbIMMhnnN8TbLtE=BC*RU!ndnw0`Df1-V+BXi-
z0|%IseNh%ITw0uM9@!N{M0RyUuAmT)yU>Xru+vP0k5rJYCG|F-XlLAZuKjp0Xs80v
z#Wv&yuHQJo#?i7qt%gGMOd}ItPj590v@()$6et54B}HiX+m#lPnsW+iX3(Kfx_LF>
zILP~UswMp_X(5~SN$kK)xe(y_EVo{~Oy~{spT3B2>WH=}8-4E=4c=){R;g9nV|UES
z$J7HfGPoc#HC_e=#`n`M;jHguDu3#t%zr9Rcvg>>`&M0J6kcFrJmL$%iG3txlklW~
zt+tG#yA60-jR54=6OCWrZ%3;>;_&0g8#<_wc)~_MhaJS~l0vh0_}7s)$}YTE*CjGB
z3I@KFzH0k|8^&YPly?Y4lkv)CcX31uRyyJ=8E-z1G{n7c7D1_^t}+Nqi(uMzJparg
z?RlWYr>XyJ<NmqCExRx?;$UGCl}C3B7W}OCZD&)0y|bR%S$&?OiPatT@uwf%brJF3
z3->~uU?prA@`#|$(h;WNBs_TXWX^>cv1xm1`rcv!So*7<4zGTJg?W>q#mvB@c><@K
za#44d3*mL{qEx~c!0*3OC%;X_r96bM^}h=c^G`U$YtJK-_c8tK)S~^Ec>naW4_I>b
z+BDx9UPcrYtui7gAy6GpBWq8)Qhf9~(a(>e{kk1L9XWTM9ej?t7P52#)uazcHEl%g
z*<$4X9!e6B*#Hl)J7?0G)mH{>l-y_exXvyEs+o#`hX(Vw?uazg<aN`OFAn6)<?TpT
zdlkPy?P7R($t|)Ck_2g1>E95h7}gzL4LyV&N0+SDjrvSK9cvJmJhTx8x=}`4uDEYj
z+0MP&$1foG^50(0%jO3(;J1@ZpghD>0S-X&hfdjZ8~w4hMn-$jZjZ!`P9)}+`c6VH
zxfiIUyN$I`0&u@S&q+V$HPXv7=>OVE2j8x^-bW#1&dACuI=d0jJN;8j&eih0RO?*c
zcDPmKE1)J*@>8BT+|@^>7d~c5(}!cO%kFr4F80lm8sB6>xf|iSD(vVKA^*02eCx<F
zRj;1!>~)d4mof#6f`)Qf3U70me-x@#Q4Z6SxW?Gm3P887nVJr3jBy@cEOP6Q;Xql#
z(^SQA|KaKULb*Y6*RTGCU)GQILg6<)sw_XDR1~iL#Bs*cd-aa^z;k~H6+y((>w&I|
zfDAx7oj=%!+@CnT^h>1|Q&YI+<F>LpdD0Tcz_@vg$+k#<OvG3n9$D&-1x@a?zEkzP
z)_-*PejOdTM}7TmzYv9pfdDp!+P6kkQI<Gcn4s<IRBLM<BjkwhDUDc{lSA|MF>Qhy
zEfe7)7=H5hCJvp>f6&=(vyQBFq!ACV{hdlrqqHX3(G{*8_Pj=fUDrk-pdSBPw=eW>
zA-yThn@Hhvcg{F$*?hPmHSA~54ws<fsEuT_w3lBC4aWm3rh{DB9bu}PGM%_Dnp!8Y
zPLAKTT5N(V(TQ&^(?P(@3u*w2Z&w)BV4>+2v55TY#=!Gp$Pdh7lDCl4NY1r&$&T+`
zy1%1_Pj4&{okhJSt4E$r97Ke+NSy}SFB!{l<AUZRh<Kg#T`Hmd(JY!ek4)Rt*u6$?
zDVZ%~*PDTw=Wi-Dd&++qO)NA2k)x`-W<%U^qrk<nmFWX$QiA2~hwoG&zL9%6pBq_^
zg2IsT^gfe4|K0F9uO`TwucGxmzqD6iIr9xBoBZDfBS7rr%e-0vQ+YAJ%4xCu=dhhq
zC;K-d<45}3QlXDuY;*-`G_2kYhd=lgkA8}AvRJGOi|>%?ecb?Uhue}Nv=qr@L28gk
ztTq|a_}`Bpl3(xbZ!zw?GGl4Sh2WEGO}!S8S{|k-8jiM0cW=4A^iJu;q`3d2l%0yg
z_H*yS&MS|+j<;dkl6Bh!^+x1UK1`;k492AVc^})K!ef=dW0u6@kGkS%pl)*4ob;Q&
z?wxL7llyDqTs@~EFz-oy7!WZ&H9FAK@y0|&OoakHg;9=WVIl-+zYB;y8}#^OFoKNw
z2mQzK?`nam`YqTa#67;2$KvuH-dhk-koBc5dscQ&p{DmJAPj5>4Ln0G>VhI*l2lbI
zTgVlzK*;f6bnXJsppnk4g1?jzPs!k=1pvgIg44S)tm+!GC_-WnFnwd`)<MPFgd!?b
z8)aXy6F+irOs=Sb5sxrUpqd^Bm)r;g8kD3uY%CEGqis}IN*Jvnk^=Qrv;-XYN3@_U
zja<?Ho{r$HaM;5HUHJqt`2?p|L;RIyDFkJ;iv~N<7kn?>tBGBj6gs7n_NaF9I!#59
zk?ILK+74vg(qLp$4|-e1k`Npcs};N+Ic_S%TPA<Q7Ax`fQHB>2-7ta{ZVVpW4s4tL
z({}x*-M5}K+F$s&75+IAfMi`3Xu_3PXeb45uBi&Xfh659QQ7qKJhEf!!Ye-gwTmg2
zpct{V%TvntYq4Kbz{{{cnt6|mKR=H&&G#CEU!_O)P&K|TBB>{$#Agg{w5Aq=1iuyu
zAB<7I5(VG((^+&$>Rt#5Iza>Ejd!ZKw#ea;*Ti>wgt=zI$&=6WD(907nxuYRNG`8y
zdK^9}o5Pu+97Y!YcfTXVM4BC~^c`#B3BT{#?9hBK;SX(bIO3d;LczU>&TR|Jit=#f
zVO}D14||#BJ4d(pN=uKU1)15aZC?xc{WD3g@H71;-$!0r6xDguWeFPYoZwyb{?B&d
zLGO>YzcgbwrLtQ4*M>)fj_l}m^Zuh1;!5r9&9PFs2lOq*I~m~{_XoU6w`Bj|Rc+L~
z$MUCQ3;eSb?+Y-Xb&(gP5;gNI^vr%3?GfJi?jBiHNF2xKm?Er3n2|co3x-2k<R_oB
zXHFUV%AK6d8tu&7Ey>-8BP05;?!%3JzeIV@@L&UtwfMQzxmf1V?w}o069w8pxSuyO
zi>Y)jOk<glApx7|HEPMca9iC<?znRC`5grTGB``m3%BYAUeOr=k^!~9&Vkv|&d1Rx
zx{dAaj9Fypd%E>(ejL517cI@0398}o754Fg|9b0Qz5}Vq3`UKqrRdtfYV9BbZ~;Ah
z^3-rWdRAa~^%E6(suP5sYSKe$9loY%{SaEIGjXkz2B$Y31t3cWm_FZKpTdEaIG>eS
zpOx{Q!C#BtU;MF}$#ApHcN6(5Uv^dchqUz7zw+as+=}j6(a-rG@p0@72`tV?%$c69
zk!9IQ&~(<MgYj}Ev&JplGzHFP$I(=WHod1wy4FvHZ@-{^XF`ihrhGif$p*tVOFdT1
zO@$6Aj7WYT8nryqd-5^;M+PS7M#9BPb;<1M1q+(hArw=u`Qi=4M<%)TsA)Cw3*pA+
z1l1ks53fxsR4WmG_Dbs0EaRlPs6l%ZefdAt=@~0`orLnuXHf%N_{8U!tR1H1>Icqq
zg{|m}y+9q+=?}8D8JJ`Q=TSqf(EW$p7;9RC)4-*ffqX+;@f|DdUl7Enw?cLK{)eix
zcV4q(;jy5i;q&8X)@wMTw8uPt5kF3j7AEhbzlv4VUD(E`{Yy>BRXk<3@tJAjCaF$f
z#Y=H?MLW24A#)uGt;7g|fNIJB>N>TtO0DA+3@tXrX;{6K<J~xP^r?KzIjx}ZQmRy2
z>ik^fg*NnXq+(}i>Nlw1cOOA9YUaRTECFe6wroNMoUAV#+903Jc~yQ;(Z%VxcisrG
zS+13@%G@##%OCHSOd7sA;~=L;YY^l@T=17LpqQram8#5$+u1d4La2=wrDClRm_)CH
z?uyQq2?q@cdgkBeua7#g?j@6JXT?1}@ZK1U#=8IPiBtT<7_@K2L%v7XdSCY`_`Wp)
zQ%@GxJB1P3y&Hev9qZ#8>+Kuw{hATY;|rq+w`vsM-hwOe^&ACp?8E1UPtG@-oJA_&
z0)UVy7-a5vF)~o=52U_{(Hq8FS_y-Ey!<EkVx``uK%YMPG7NodJAGd57B0garh^oG
z^U0%yZ1Smv@g^tFeEp%6Qg=$V^!)G1`OjzkB+gQ&Z;>0uliVag$Q<38)44$u<xLCv
zo->P-_~uWMrcSq#g6d=`c-5ra(W6YJV=xcIgF&@H{^h!9Zd*~dVzsTHOH`Zu@86|Q
zvx1@d<9ta9^bU%!=D@`%r%r}YgYxaZiC@k{0rVE54fmQ@_{(}jX6<i5viGekhI1+u
zv)fbu@ctf)y_^JqMHN@TSe@BePi*TbZWgKThoBh>aaBlNB3tV(z9$!b{TyZ*KVbOr
z-3PY3;=l@ZEpvA*7wOC5Ga6q{s5^fkL@)Oy3USOHTMp=gw&4p>FQO2siXS}4%+9)M
zF5z~pBEN)XZ|MW155F<4VH-*9!!kq^If`qk#)f+HL0_L_5_=B>yenmm0=)c6j07%L
zk?>CFEsT4IZ4fGq{fmDxfiosjuhR9j9!}RI?n{M9Bifzu{d(X@_A$XP8U+b@Dw7mk
z#~(z`gjr2TW6i#{cY=<0oQ`)q-mZG@#|R&h1I9piR~W4mkt=#jKq_Eh&bq8_`mAoZ
zINk0<s?s!^Z=Jnw{kaj{wByjiY2VB-*AzvfLYM1wwdu{qm@R-F4+~H*P3*cPeb4f8
z2v*mTm;ZWhz4uyMfnFR%f)T{meZpqY!nfc_SQKO5k0=;Zc)&DMpa|+l<oNQpiU~=r
z|3=HRNE2GnFt$&d0uL6vp?c<+P;Ii);nV81cJGy#;=v0gy?eahKRatN_Z?Lw33Zk8
zM<Nk4={}10w<DtN$`LWXstY~7Tv#_^hRrJHTqWKJorMsgDPNlB_$+3TDz50QCu2kd
zQ@H=Q52<k;f|OxEuh!h6WtxAhv7X}tj0D1J&3N^G>U_;c*=p73%ju_w4dUNFU^9Tu
z^{L+F0UoQbkFyAHk>F`A#C<Kd2i!P-gbfd<Ft>Qi17i)eMliC1ue1!>n2L0&MrUS^
zS(IPj1CQ_Dw|smDb~*KB=d~|fQhMt4a%f^*>#xrCQRW~%Yb~m^s#cR1W{b@BO)sK&
z{@U-%t8FzpippU@8gM8lpMDM73+P;WkG~d-6#5-$x84&up(y9Gu-GPv2usQoFjwhf
zw@g1(9V!d}!C?kERcN7XR`xBpMZ^XHT{39-te|q-*uOGwIW>Fv)yJ=eG6UwW1(l=s
z4l!m&_|)6T{SrTse|Ukcdic>R#700aG!!Ysh?b@wqq@8K@RNz_v-J~iXo|xw)lnhn
z=aw68b%Ri<DunKyQ#UhtOiMLDb^IX(|B?*VRLy|RtYlt3$<TMW;IReAeiT$?ZF+UB
zagm^k2%beE7&70}-Jd3RNd4A_ps5Qy)JC2UNN?~eLgvsZX=Gae@RUI$b#0DVSF04f
z#YTYVXt$wLP8}Xnn_fAduT#9nOeZxyA%nO0G5w|*!i(OLqDY&$jtJwXJ8UEUuA>h(
z{_1eij_r|Z0+8oxb+$u{F%6qw2qea+-i76-9d<=`p!Ii-96oLIaMxhd7Ab!fR_gfI
zs1q;>-YwL$PRNDwG$ZLYx5ceFzM$@LwBH*l9@o-(lo+aWWQ@TPPJ@sgB7S|@SLXin
zb_LKZ)ubg?DT~$R)=og^h9Ss&gB$r%&V@etm5el-by6DbpT)q~J+>?Yca2h?>)H>8
z@ZAGG`BO>N_L?*sj*hmS&4q<~WXQ=K@FO(BPgCHz!dW)<7H*|i@{HxEjr^BO(ecg&
z@8u5Pu>GqcMfDoIZojkQ>_2`KhrNlM;G=b9QO4i)v=b5n{H1*R|E*bf6S@~?N-8YL
zCxvL%6$cC5SZR|lb%fWWx59HqX%Bm`4Vmvpzby0i`8^4?!cnRMsg2j7<`vV=un=+Z
z<pkU3#CrmN<r3$x*XOD(p`Z-I{EKAIxCWydKk*6gH@-ZD_Y^tvFai5H5`Q-xOCf1g
z_ktqrm32)DspIq+Xi_nJ6t6vUde`5mE-S~<(%pHvyxRTI!tdT&rO<E(B}>z+vhC+a
zg6Qc@0;pp)mq&HG#9c0bi>NL-zopc2b}L1uWgM+}6T|?39z<jHTueo{^S{dl;dK=%
zv|YX#t1-kY8@tuY?kn4mujEMD8H_Zgdg?2!#e24hx=zZ^xVX<Jk-o+BjkG3V6ZN}K
z8+4z(*)6Ewxu|!0<<9LVdbgkI-psx8MlnUOM*iX_nJY3<m!-v9E}ZKSl`|Kr9XKa8
z+#uik;1tShyF42PJ2;AcA$paW;j94|U%k_oW}hz;`e*nV@{{AnCL}~Iqd@((8mZe`
zkm;G`%-G0d^V_*rAN-=pOsooBt~~suX>1&f!oOf1khrJO-a$pEOqeXCzVHNCscypu
z0iW>#2MR%G^BxHKt;azPaEqlvPG6oD{A?4#XD`%`pWv$F`@n0-vueHI?7VP+GoCNf
z{d?+}SqO+2i)FT%aSVDdDToz7z|^@IUh<Er;#7xOG}I8mh)yZNGg|-ktC2|a>zJ^(
zs#fv2<3exG8aTYox!T<+Ix*(;F^Z1@#zWAlR0a%q0=5Gotm?*Gh$=1yuH$q>E&BYH
zwK)$3-(<351+*ET&-Z^hH<)ul&i<_2Gd-8l`2H>ugaReN+s`DX*bC8mOO=lk;Wcew
z#}lnoWCRBC^pIazv9{9}yKq>3$;s;vJ}6oy%V%!E>*38tbH0gKg{zM&l`UE5y}d@`
z{SSu!L=QcP8}qQ%F?jS_)pAgGuk1J(KiqF;7PByo<k^%`Y)&nXP_{ee)grUp)zU`c
zBO*Wj{vL6o{QPpt733BiL~zk8@3&#6+0<E?oNG;1HRY`6-)O{~lyIv99{Qi5%go0X
z&(au8i%4Cy2g$tRfjPtC5fjmSIwl!PtQ?t{TpGnYH6-T*AC?DH_YyZv-*l}+VdaNU
zH$)CBztah1tR)*A+H`tNk`GfjpB!?*t66q=K_=bi5f%Gjdp+&tKBjDq&+mEWkzXjj
zy-rJEA^+&DQcmmTT9JR1cD#)yM9%!0lTVSpq|1LMZN5FSPv=WndQjEPJoUrcZuiK1
zw(?KqHMGr_1E|uIM}IgwrJPjmdLu8>E=^y$-_|I?q&`Du+pA;oXY>8^+40_juV+IK
zEzt4M@$l56J_{*7)933wgl?yZ3{-!WbiHt}u%E6d1q%Euj}W@ShCzrN{Y0z@_rca_
zSw@=^R~;D{8$er6x;v9`>fOy=nU5D^>Thy?fG2v8p)mnhxanMWU~njWo8Id@dz;qK
z%l6k{dc<M6FRyTxmKnEiwOBQ@ROLZ8{JwB61P1e00aejH{BZZo-m+rY5#P&m2PAk|
z$T*sRc(p&lbtu6>AR61&TYl?rx&9!yBq|0TU*T8&DW?1vR@40nJB+9}I7c6l`hYbl
z{p~ei+WfV2J%6yGK+eO|^<RdgZH}W$mYd6WH%;)5w2k++_4m5}%p_`SG$y>0W|2C5
z3XD}u9CPd9XB$QAK1a<$yG~O_`qb$GvYqL<79D5_s(*SiTNBq2<O1}xV`J%^Natr4
zxkA3wIfM+|Dlgk1(8E-99k@G@ize+2(GKNYoU2Y}NPQmWy3J^r2}0mQR)a&SWh5zD
z78(28iH)si)9tm4C2C-^IBueO3;p0<=7vK#_017qXsENvYUAlZ#PiiNIDwsBlKH8-
zFG@4t;DisP-aRao^CL26@mWe+?h;J>Yi>Ia4L>tSE}}YFw^U+J{54B_@#E8~r(W|5
z8LM}%{ABxgZX4`A>^>BF$fGnKLn%USPVVJajS<$fS*C99)FBtx7(K52*$y|PTp+>K
zp4rmC^+|+w&8bd9=geqt<*7UgeshJ_=%lxQ<^l<ncjHUJRgLfRCn~~S+D3l$^!?~e
zlecnt66>0m;F_nk&HMpr|4}><n_Dtr>`<OJin06Nn9b4}aXV7LR8YR;dQJb_kIX0v
z-eWHQiNW7TQa@)V=Py)CTJ9AqE!n+z+j1Ziv04(<{UjJv4DRZAYe=6yEKy?5O2Kq3
z2<y&s6cjGG4L8Oy(4#lj9xRGW+0!!l=W$%HU*JR2!$<$JBsL$M^tDlXtE~K1NjY3e
zY5NgPBl2GDZDJ^mtpjUFfp$uZZyV~7p+BwJexkgRRlTmoVZmlw#Vi2HM4zr{{xjC!
zG1fKON@yASGdOgD+z@%@(U0w`KX+wHcM&>q?beSw-%9re5~qU#+55n?Lu6+p-ew})
zL?N;x)3Qy@Gc(WwXl$QVb4fv`5>Du1+*RozqtSuZ>w$+*0XMd!s1TP-5MLP-;aa4i
zCRbL3m_>fGcWQ<4z=CDZp$+NGL?|QtCBLH0S;oxbfNmFKT0_J6z!0>iq7elw_fn)8
zabX@mB0Ngoc*HiKt^Wx+ya5EuQUeb!K##bUz>RAYVI(Hc%#}@ay5`86<5CXs9}wvi
zHZ)(+AkL;>p~x}QB>uYzr@K!GeCl<*n{a{w^byCX$MW43&PT)J)lgr#%RTA6A5IO$
zr>bJzegsh=AB|arKfH%E@M!vN%Q2~G4&`Y7lM@yv)l@LIqgSIy`2Q-}?}1pcv-E&m
zR{5{>q?hdsIFjdw(AgmQmZS)738oXm$Ao*s8Q2<lnJ$5K^7~bnxK;Z%H(#7Ila7s4
ztTBH{so*77@iAY#rJ?*1?;9WTI@b06)=15Ook8LSo+cV>9%;*XX(lkATiuzveDFeu
z>{-10c^#Q^Ix;z$WuG<6vb9Tdv|fGIdF9Zw<6=h>R>XMw654(@6_0;@Q$5>Gja_0)
zK9y{rOt7ECdQ{8AEueu1PN^JyNKhl=$HU{Q86h+VUVdA;7H~1WQPovLq?fKkaR^b=
zrDsOWp{gj7{ER|g#}P!Tj{NxBnpr5A!_^B+3&NB@n#T3fE&gkN^b^RQ?|7QH#b7RS
z1H0YN_seCJO~|L);p}L?>wTL*#%WA~mqSm3l9GCi;{LsAk1YTyR}UwD`2LMn{qw^i
zKFSR4->*(1`ftGx3*^=vXgF3Wr$oPFm;k>3Y{j@a?M`Q{IH0ZS(QG!xA{If^A5b6|
z^I3d5*&Xy5b%{;tN2T#2GK(m}5Fukypf0N2XSUd!E8$c1gY3yGYipi&(YNqf50t|f
z{p<$m;x>F}R6NNq_t)f2GA{e)ywAh#h-W)KGUMxRzvTM^{W5iCQll>Xs!LgJP)b|I
z$c!Ah|5$0z+z)y)iH|vo$_@=vmZp#vhljI9Jd!In@m^i%uE@#ja-N67r0%Rn`AE+9
zehRn93~WP`1WnX|iok{qEpx4AGG3enKeM}0GGGa&dgJ$w?s)AgO3H4O^_xG*s~I&t
zv~-?;o{6Xj`4HvUE5ol{D-P#PHrC$Ys*E%;IHlom$I99OEFe6{T1|gdjDfs5f8eH}
z@@{uh{Xcfv3qLokz&?Dj&X9t~{f0t}F&=e=knMo(EZXnZqgf;dJ$jh4iOD?{hfNgv
zK!yC*os#!A-yjY2sS9)M^t2Qz{m$*;(eONaS|B!&3g3rs|D`9T(>yQ-Q{Yo_`ax?_
zJM#BC>?@zu4QWtX`rWz4s3v})R<Zl2u@8C2t|Cxjuje)U=_`*jQ5c>D5Wh;-BHI9W
zBFqmlAH0aX11vtFA?Rq}YvEI(5{KJf>EP)q$~)y3m+Q#l2T}pZmQC;D=;^H}y9q3R
z$T49$Y1dl3t1$-iw8A^^)G-_&d{6&O#Db>r8&w@79lg5isKFEn|E^QTu?@dp?(?-^
zA83U}A5b3uC2q?eMj<aE#k%vmZ;3~~(cRi32>TC7n%PU$mNeV1>1jI;p5o7<6JTVU
z(lpxB-$L#;PZA7~5GslS^}BIyEu+x!Tiqx>*+y1HYbJqHS!k%|&gj(-m(nyI(oOU_
z17G((RIEAd>fE7NQF$c&Q!F<LKkA-SN98gMHg*J}_l$o1ll}L`^B31dxke!;_WI|C
zw@k^`f!1;^sAS}pffxE{WZUWwx_3pK7LY3`;qA}&x`$0Fe=xr~P--OV-F#K*HJ0ys
z5mV;|%B+ZwPfuMwy7aYCDU6Z0;1l;{%*vB^L6Bikp`yEI!+Bzqppj=PAWhHkP&5^g
z*#Gj|E>qm1ol}h->zh#f@KC7q*&_lx5R0Oyl5K7`F?;-;G5F(d{U8qCMHdpJz)5gT
zR6j|hODm>A@BC)MV3U<8ANGkqp&4`vIjrvzy*_^Gae1TSz~$9(V=va9@MLKAbyUeu
zm9gJY$5f6Ul{2aSBEkzMxAu%pe{1^enfUDKY7bf;luhpJMDFy@@67%x3GV2xfaLX6
z#Wb>=2r6$q%xU$xpm{NiFrluIN)1|7f;?hk!mRXz_$4X`(Pd(M*6^3`8`8+bB+t$y
zaCV{o12VXU6#-LuI%I2iV7Ym+-%ST~@`U#^+wwRg6M>PY7NIHux?@?EefV-7=eV4c
zUsjk{iCoN$tHCfBPSq)&<$E;#TrJOQh=I3ZUH|Kk_LnMtkZg(YVC3p*`r|O5xXXYw
z@_pgInpD_j>a2h#m2;^JGrG7=Bg0gO8^CR+Mq?ntBhB~@ps&bK`CxR@r8e|gPx|!S
z`}wsb;!J7xkN{11tjDpcPAWVA#rPg6XvlxUq(oL%l2OFZN`Dqtk*l$JMd!r(yC)u|
z3R=a06lD|zKko|qGvK-M)T9?F=Y6DV+}qeY+m2?R&*q%ZzCw>~IFKsiSa9To0Lk|?
zdXYvqnn!>Aa>}TYOevI>X`f7O#N};?#`u11?RW~+6ZjSWag5beU~4qrQ*nP|Q4;8q
zZXM{mj28FKUY}~>-Xg~YV(X(E`;$1{J62##`1~=qcV5RhHC2=9m``G<l#$DuvGIKm
zN_k*w*Czg5^duS|+R|*6c2`}<w&hg%fzM;<lPeQppKUq6E?8@vRIdrOOX8bb@EuJU
zcRXVue438ENq_z31{d!!YauFHF+!4$MyJU*$18<@$7q`^{CNK0m6qe(^qFUci`h*%
zdI!PvJ%?yOM~1(AKW5%XQ|ey%gb5O#w4q(<J@s-xW3aNiElr{#>x<<Svp{~G#>v+O
z&)2)QEiTS#X-Y;ROUjy_NniVRcvhtk<`WR!2K~lI&*?QWnMQt2cP`cWPBW#aS5=d@
zwV48O&@)WxJ8-V;^NA#i?9;{->EL_pv+6F&u0M8T+XrJlVG;Mh65d+SPk#&EqV~5%
z&8P(z(}LsXkE!>FImW&Z&zeP2WvD@!@)W2BI|cttmfo9L7=U#eeC5V-q!Cf;Tw3cK
zSIZX49meYKIExnSdj$?F3j8UpL5P?C9Lvk*S)|KFIs>giwQM4Q0);rQBk%1<e%R^a
z1`}REns7V?@AQIR<fBo)oIq_uf5T%*Ag<jeVvOzlZz+Dof~#d#uJ-wk_F0ZhbnBb6
zhT-wHw*EG!@b`V^?XoyzLZwa#)H=Bo2~{^Bs?{3NiTvNPuk<&P%wgPHaG5r%`vRGB
zYGm=Vn1DNnACBf~z3-UM$b0NT+0>`b&B?QF8&M&@<jB%o#p=YOoyU4Vp-ZD*+-50O
z`MdfwbE~&_S_$X8gwhGITBwZWGYc|<LGw>C^ootfjg7+X$i+F6^K`WverHu=c3Zc+
z4xqbP_MJzmk$dp>JGto?u;CW<7qvSpDZqdFZ|~KXw)#Xk+so-q&e4Q=c#F1kM8pt-
zdOdm?n)LARReFGcjH&1WG>Fgg7#N1D{&=@^@FLPo?%9jd9**t8c76WKV;%)BH+;_w
zl;cfn(-x_ZbC<@_z7~GmQ^{+?mR#7rtM>0`?e0DZ)DB!fcYqGtXU0|V&h0ioXuhEK
zEHNr@ybrr+84ZS6RAEEPNdl6}n?U8^Ye!eqEzcdi#dp32w&1^@jgzms!uL_laYYE)
z$*H(~QsA%lO84%M?s~W^JKFdv-O%Re8)}dwwGk}(<YceAK7BDdyk3$iKx=q06MdNN
z(H#E-{?{%o+skskwMH^b)!Qs>hhUPr^Fw9H)xX2+WyjcjN%`7MDKkKGu5^h9vBK@4
z=HGoS60z<-zIl`=ty)+1G(0WOdQqJ9A~WW;3YfE76jVV(P+LkVY-j1y7o@bAn1&%p
z^to1eGdr5+^`$EzLi}+3T72srxI@`5tg0Zx9NI)@7!3VS+TNt$xIrnYit3_vcLA@b
zemC%Quh%pa#`^z2$qnW#)M-bD1;;0FMq*GjbQ&)yCuC;d(akR)23toeb-7$I*0XuG
z;Ht*;U)7#^M7nVO!DW?rKucs4CPR&M;2zaoMQIc$+ZKEpp~}^zi@<=6gRS4S*Sq)+
zhc;?)!$;;QC{79_rqfX&=ws;N(U79!WyLdq-wq}@=c7eXiC9A-v`SjBO4|3A{eKf}
z^#N@rkdh{6j3J`fa!AlibwDZlEYjnd1dPzEGB_eP*v`@oWL~S^ZO_;rzf*SeGKjv&
z6C=34>M&GrJb`m3GTGwG%?hHFdZM<FZRlVqib_;n9TeRp4z$1L_}2C5qG+fWvkCJ&
zGEf-FsRb2$w}s|ki<)~|k+IxlXwBjRMk{GSBxnQr`9k*I>aE7-8@HOT8Zs5QcB}Jg
z>ua1gVdjFpzu(*aPi|jFgfS2X6gwU2{ve%?4H8G8ZCPM+^W7(iGlb)sk>%IUn+dKX
z7xj>*{f@(myJKLQ$ppE936P{64xZGMTxQY6?(;^^(zBkA6PHp}W<G3eJmC2zHt|*B
zcpM+TO>a0hRIEe&jp}MR={g`3##*7M48uV)_}H-QSX}}<?`}QZ^-15_(v>qySGv$m
zdk!re_O0+Ihxq;^b$!-(F%GImhxyIrH-BX2k$-w(-4v_Pht!6(LZL~DkJhBXeP*`-
z9*cq?tXR!x#bHgh@`ii@ww?-kh(L;Pe##TH;Mc{Gt9Jtykzmgt!q{MhLc|pU(a0%R
z%1fZbJkE-pCKEf02U|rYqqLKe9P((vXP=n0Q9@Cr{?{jI_Mc|*+wX`Vj3xxpN=d5+
zo}akM#7zYX9-8%iKlI~!`Z2ou&qA7y+nH8)`m6ic$@@XLzzS^-go)MmYsZ0{HQw}+
zGoc_VZEhMmi`;8Oo8z!f<A;|8Y~lJU(o{oED(U6lv`$H1Vep7gKAFJFy2-9%vTAqk
zxo$Qm+qOYfp3d=U@#O>9aq*91tc(w9?piQ0Z))Es3Xo42-BtDaJRKp*?Dl|%QQf@Y
za^*d<JxhNIJ}kiL`p%=V_fj`56$(>;>bbl0_ft8*5#7zL8yNC-ESjU~jx}!n*5S5@
zx^PoPDS6dLq3;E@dS=pOp=NXaFvcIA0~8nhMDSh5o3duO;ZX)k3Mv@vv(?G*#nh3$
zv7e&yQ5;hWa!lK*G@=-(5mozH_F9mY{%#DGe~D^cv{q9)FFpbIbc1z&EqyCX=g-J(
zlnq)w$*&o;+_&^qo^LG3HaHxu<zKE=`4ozbj0E8=>w$0{rvEhF{J#{hdw(S2%|tL2
zSAcXP(%GK`@(_Vobg$~@%)S;_sy8gyU@x%n@>^xmZFy{90Srge4A@k`W4y=sGhks^
zjc7pu%EIb!-FypOS$=b7^9?;Ek%tNqMF^s)x$DT^zo`qWT~P~<Y5vdVtroKBuU{_X
ze{xUtMA47BhNm)6ccN&!J8f2XY)~RCbj;He6!=v7jkh*T{}$nnk+hkvK5UvW^QKht
zqhC$nF35qQ!7Exd!##BdNf+`84BbM?95upYsj5Wy6jFdfTZ9R<P31u8EL0$uO22SG
zlVREG-Oaf&k8G);OKa1JA2Z7eS-?O;XkS)k-Ie^K5XTdInNH%Tz#$P)-hkB`u=sso
z30V=Cq4!_^-~&h@F~D8W30#=X0ulIW<Q?N!c>LUuLry}I_Bo1o3|3mU^!1aVrQ{a^
z@7h7?BQwq2ci<`cKmF|?bl{1{OS$-4`#TQ=zFRt!95DNxXmotIj?`o>CSUj2WUo5d
z>-p714cbvVpdT<>)LqP_50V7qNAj~aJ*T;=xX^rbuR}cF4#xw9{2gq;wV8Z&%o9-l
z+9vhwnvEIwx>3#R+%9j5-c;;bSc>Q{@ZUY<Ycf3WsZ{%h;P;iq#jE%q1Cd#*6qaS@
z#f<epFK$x-poRhx?0TR8t?r;UuAIN(mx#4yvX!JlKvhad_+pH@MkKE|O4#NxHVQ9&
zGh2S$<H|?<VaYLp5%z2ysW_AK;gyiVl!uJn!cN(ln541Rt6rhy4*PDMtCR7QWs;>=
zL@RG76Wx7QC;Qv}&3;$pW-M=}oY(f%)~Rsgc)<xP+h;BL!pgpmB$-|EWV@2~&pXjn
zoC5A3n}sJ&q_|*Pa0%u>M@3jdimH?4*8nEtAeJY+?19I=Aat6A$u+&_I<cz1Awz7x
zNI|p6qKJ4`gqLuW8{hHZ10P{#!U<PCnNNYePk0}cY@PZ~kE*E;q`qL`a}Uw9#g^L@
zy|e?riauo!Tm*!iG~xOOJMgDWB1}w#hW9*7`SoG$ccTK_!##B9Axf6Q2F8~@D97fd
z2|ck)J2h#UbdM<*9Uh>{#u6SN#(Iu!cv|Q!ENrW-$iI&ZYMaH`tcARZq65=Zax8hY
zKlq@82?&P3N>`)@^yER&bX6KI&dQ05KbuC+7(>r`(Tn^`!Vd8kGhZm&4kXZNWbYkA
z$KFXuFo;8@NE9Xx8!4MUP&E8AY|%e%+H0CVbT?^?nQr*uT7|f?jJVg;b9U!hXu=^B
zd~i&phog(_|B-Yq&`kgTA7^OGZF5&)Lxm!wuREK2rE(3C+$p(5MQ$@wQ{<A|lKZtN
zw_M8ol9Wp>k^B9Ao%_aYzjy!tIXlkLsm^?6pS|AC*Yo*!{<dh9p&_0ud|&ce&Hf!h
zr59A-#32mk3(|W{iW@C%h)Vi=JXWBgG-JP~HR}9jNj}L<%Fxm<B!SD6hYG$%L)Frs
zH4)ZPTe@oqE^@`I1#Ewx7!G782Ib1Pr7P4I3)ERY(C!uoCf8viCh`_Ks<u<_4kzf_
zGb{@itmAj7cdA=HE^4?3JW}|xabJQGQdKyT(8qq2rQtochwNuwZ5+r6u$9Ay=a9v>
zXeis0`>$OM7D5ws7sron%DrP@Fc0B&9m(q`vl-+K&1fGmZmR;mg%G{0J8*jt9?jCJ
zJG9X|v{Bz+`LAp*D{OBt1S9l7p@#$wr-Kn6(WV&|Z<^`<8$te@WF$k?@>}>nHhQUM
zY=VESb~uN;zPJ90gFe$Uf|(Uq!p-N=AjN;1o1UX$<cfVo5-p=2U3B@;9jCSGcNDxJ
z1z#Uqfs4%*?!cmGw$;P!UfHpkr-NlI@;lJ?AHjI3#2pee_|okiV`Xd?Uy@_vvvnR0
zh_Y(I_{)+k&%2cUWk)sLhs9s&1B1uxa|4ciaL`YpVi(nGcMA95{{Dr#jF#D_5Fb}F
zkMI7-ZatcT4kt7uF0Lb4pP4bdNr)W^$;1~1vPQB!w^QS*UDsTH^UvTGImk@afTJb+
zc4iT3<1h@<JbKFc4wWI^hM(V%{5_%T`k4+z>1Pk_T8w^<OlEkV_zsR8F{gRe9>e>^
z&v{aVJol=)=8!_0!~5ds>EK&)<B>foKXJY@L7U$X$6jyMp8~=2Co~iRiy?!!4L22$
z;n!mGsMmn{E&8Z%!lT&lTblW|_qP?(->7tb9X0qm5~bLYLnNF(i?;CmSTSMhUh(0V
zze(<1o@m)kf>X*P2?VU>=6~!dtAYwXw4UkO(orXe^wm7!gD!_xQYP2?v$av33#whw
z{TA;tN&|=cSDXwU8YAwN#od#a4j2*OJ8t<><JQ^b-!t&-$MDClpJh!=StAoOF?HYX
z1w>p9D71%?pm*xa-GvU|%-eACz0XYQ8%dfr2O>7lV$-vdqKmVJpxN9Md}3J)nE=Tx
z!z`ETe;CU&b-Xwx$L%5Eop@FupV1{C9$O+m>FUJm`V+=zg3#cVgfzdW;4!F51P;X{
zd<eDCzGyKbL$m#Hj8}LLA}>SY!+uFwG)M(^5flElZN}*qJyCFY(|C@o^((=LAm6Lr
zFbdO<;tvmr`DfZyy&*^fKKAOMTPRhDzou;z2F(ja_d)YsQQ)T{eq0Pw1{vs8PxlQG
z?V*jQ-`W#-BT;6-!typHl`L&Sye;q$L>9J$t(<@@p$`TE-!JJe#|-~MGrGV#8j-4v
z>cN87trxAB^GzwQBefD>|3HmhJ9Y^CDe^!St)oG=XG5eAjwNaI^L$Sp{BfZlper;?
zJZ%&wU>47B$$<=1<ei4oqYwmb8XX_KAg=3O)%OsEFN<fv(5jH@l88ZNpuTw<5n{t0
zT9wa~oU3s{z}`M|`*Z_{ZS>GA2nMyUOG+e=g&|pITMNb8vr(9)i!$Mu3?}?E6nrpJ
z@fJ87lLSPh1;33np0AYfD0AEZPK9Z=<Q4nWg$tt#9x1tx+qWJ!vn?EcTOil)Fn;4>
zs^L3P!*imSo9QbblwQ*dGR*{`PkY38%(o>hf(y@}0EdEcR#IsAi_oR35gRw6Hx_vK
zhaYK;-eJ=9m{GhSv)zjo*2c)tVlEdhAa8BlLR;6n2ipvOWl-W{U-ygG!PFXA6V0SJ
z!Y@ifW`ay@iLh|q+surwWYh=R|K-jUt^6B`7woX(vrR9=T5c}=Q@Hn1wknH%jLKg1
z!*sVKW@lkT0ufs+iPg-#z@^>u@(a{aok({57;!}S0RtomKgGeP*f2^<YEzpP1DnF(
ziiV*2=4Wydi%D1B37cS?c6gdHCj2*u&mFwmw{Z`}4v9?>+UgQ}pJ_1cW47u4On0@7
zdvf4_!(*Z<W%%?I;Tz`ykY>eeEv)@s=3NCYD){pdM71fBlY=LT5}_9+%w%K)XcZ!e
zCpD9vLq|sa^uVn$8WlKkPlGwDoO$QD%)sAou8m3_`~Qszxz($T`D2S_>0zyoeEPw*
z)9^U!gACO9fDMB^bdpe@j9g^SbHWc@i2wlh{_*1^S^!z&8@P6f(lXW#2y}NAkWp;b
z*{5pR$zbBDNXAL$9idZ}$bJAVlDU5Xwfwv<Z@ui{N8o^o!#Zo$E6kNwK0p1_@b~2d
zQb`TjL|cLN$pruMi3gaHmb&H4Bj75LIlLeB&$Yz={at_@xPscGmh~;_s6$YdVVrEA
zk55htr3JNTb61Skled8^fG{v>w!$qC$6AZ#ooLE~ETjw_<BT*4VR8WiegjSCfw7&Q
zq_GW0U;n3ME&}{N@VcZN{usX2gnoag6l|PYO0l9$kP1F+aK;3;y=^4o2*ZJRgQdgq
z)20>Av=hFTZe9avM$9%aj~J6$=!68{N&77@T)IPJB0=|T0@eQPJ7&y-iIFYZfA!Hz
zFj_D}@FOhhzh{u&3O63hQF^SO71q3&N1Ix^t2I+v>Uj>K41u~qmbAuTSq-Kanf0+T
z>x~wnUfw3k9THMYnNC_ikYCX)*OhM;t==se++?Ty4U`D>x7nbOvc!7Msnst@fk7@<
zgBGH&l7;^7ow-z?KJCjv+jhgrOSM1Jt9AFTV)v-@P)j}m!Q(D;5%E-yx_!~!4fTiA
zmKiGUQ2PE9(vPW4|55Q9Y`EIP(<+{)6g=Z(Hs5;RN(*jMSse&jFD9%9{^$Rf+-kk^
z;F*}5Z<q7DV8_INsi`Wlbv{=DjtrkZ^)z$VGt>1kb9Hw%{$3e&yxg1nVY=o`s2msN
zjYF-y$h@7EH3TnM%izvKy^Qg1WgP+Ia{RM*mUuPTwp~O8#Nm|&mBIVWTAiezs+8a#
z1_6E?;+sqeFH9!M^{i$Akzuo3CLac47dtzbArtq&<Gj2FOacMCMil&wQdmGp;8ga;
zsTgwOHHJ&2_eOMm=vN<jbx;EM#9^(Mi>|6jj;%=?Gc@oG7HJ&wRjS+mW0Q2`3q~Ph
zXpMT;aWNDI3D`>vu-5_KHaASgEX)oL(O_=w74G~gJNEq~qevgmEa&_J=la5F7KpH~
zfnj@GI7Zx9Eq?i)&}gli2C6Kmt}2_UWl}+*M_RhQ0d<y+nyDyReMMEfpfS9!s1f8m
z$OJ!a%#|E5)okq0xj8iJq7&<4DFw<#i%~IaKGw=y0-p}Q@;VM~#v|X2nJCrQIOlv}
zr)Cxwe9g`Hbg4Mo-sNw-V9+@wt(vm7DdZcuDBb+77kL5)*Zl9KdHs?No;d$hh-&Av
zOL<X1=F9$F9Ie!FX`%UD63cm6BAj&127_9v<w<S4ocT3GwoPf{`>lT30+KhtIqkQ<
zG2=H1gAG~#2t+O#6PJxv-@+|EyhMT!-=U4?&9mRt3tp^2KiO<+f7++vJKQ8w%Y$Dq
zRg{107>kH9SvUBaZh&R^*6mNrQ5iVY-lEt<<O<F9El!fJJ$<d0zdFr=%uV|dQ87m?
zQE1~-Ar{tNpB=U$a!Zl@1^{x4oIz#CCC6ovbuABrX$B2ujbWNBFAM`7b!!u_Q#$-E
zf5RNaS(?w@C}h(51(05_xE`+a!j1621#OyFr(!q-Z-hDk0a?Zyl0>+u?pqpI%e(|C
zJpzZJ;_LMi-(m0fCW_KDcHyTPAsh%Ee`QLG`XIKn2R*k%fd;L*J)vdfC(ufMNhVP6
z5B{u3T>#$$-?wh5>+3T+@LPqi1^*la+qaC|l^iO|1`>P`4O&26X-4u+LGNCiA}q$!
zP;K&``~JR#Q}nIB*d`}2-6n_9M=&+c`{2Rxx7IczUwuSCQ~PvZ@Mmr}$&E`1I7EXh
z4W&+tQ2jQqcJeajOM|(;(*WO>+pKD|z9T)GO{UsxF#5L6#-T?wthdCImyj_`rE@`Q
zSXzeO8c55ne45hI>wa!m*LQfox<^P`>;8ca*m^TmN@|A!Ivxd|me%|6_CvN^h0n63
zL&P_6oxdi(3#$zs*!tha4o8^`)D%CyJt^>j?D}n0`bUi6`1X(bmC64$k3WiRZf!*B
zk+%-YMK|)Ek6qhsV51<`pQ!xW(XHP0S!sybMxLc*R0|Yj5D9eO&tbo>)^D2!joEB@
zt87kt-&$6c_EnbfRb6mK<A_kPLLq1byGl84iWJ*m%EM3cW_R3+zKmJeRcwV1<h2Z@
zu>X`f1MiSGBmT2bO46F1nGibiJpSG!!tom^dh=H2frD}EG6PfQ6_o`$^;J7{5E&h7
zdGmVUq`@jzS{YX(Tu9#MdWr+{u#xX@PK{e@*SE><A3J`QeQ(O@o~Ui^ri6SV3t2@N
zs}za^6l&^iAlH1qs%#i5&P$~3s9Cerj>SMUG!PRTI_iDx5w$#SZ*}fnA;Ou2eg)=U
zHpu)}(s6O_4iWDCm)m#otoaYWZMb|pHe8zu{8;Y{FOD-d{|3ArB7N|X{j`JgvV%t#
z1+PoRS0xL^+qh*K&Gh|=;xUF*a6^Kprs4K9CKjxh@pCkcvH9hpbP|?$+1HMw0bo*s
zO~-h(Y36%?6^8~lpnJHce<#+5o-7w5Pk@YA*bUzM4tNUmRY=Icc;#RepB;)tWT@>#
z1z#;W)D7>y^E_2|4bM&AbgY%6M!~yRgGV+nUyG5T0pLh<+g1@qZ5mMT{(dP6bX%&U
zm_#Oe&o?E5`RlHr@pv+}XRX0-2QKuzX~N0s_?IZ;K#w30$@b|6Yw^w3oJZ2t#xSjJ
zEvG=4Zx_TNp&T#^*c{sQTo|e?Q$1b}(^~0-$D9pS&LD?UwC-7Y-cx=Nin;=5mnJ8?
zbaIA5LBKHs-;2{mi9q&W9F@ahoA$yG&Dhll7_3ULmI*MOuLcmkyR)Vj=yC8Oa&x~d
z!#tl5`!Wnm7wlDa?P=V(uOLk0QpoMn3}5!BgkjtFy~Z}?Att3AzuBn5(v4E+#{bYg
z=g=W}sKyEz1heKn&Krzbs+|w9Insahm@df77~wd~(pwLujYX7j2um4bkx^sO(S8w?
z{;Y3uSpjkmhvoKApBde!t<ekT5x92!cfSnscv<Jr+_{~+`Q0!7jSKnvZYt#pJ8Si8
zKF~@$ri3?=qEN^(`B{fWcRBvW_~w7i)amSmpuiBM`h#)WozW)g5xDiLVqo@8dsp`>
zD;RbP&l{QMDgl|<vK583nrBPdysixXZ}565-_>BcV16AELkG6;oOA;q3mBYNNkarL
zg+0sYW;y)=dEV$Cq?Lh0*oQi}ALv?cuq#Xoxz!F&des%P|Dh*M_kVVMpsuyXup*Nb
zLHbg@9k>4~dXyde#~+AUn+ix<svRvpFKAPKefB3j@r;qDQPhiwDnoDFd%}w{{k`1k
zIp)wo8H!hIGxF7a@qZ~pV0hfgP&zBZA2#&_0KbaOxod;Z()L=O1zr;BhW;BsM{j=z
zK}+jg-pC*n0;zzceA$x`L)bhvJ=uTf7+7$8$6rqzS~1-8ePOxrx{?Ezw4}NIJ^RCk
zo{1Vf{~PkgzG~7+P{uaA1s?rc^}S$_A`~LKKSdfkp3R0~t5p;rG_QcCq`|eGuHnox
z<ywDTpt1`0L4f}fC?-@V5e(Xt(WgCVwk3OY)P=&j*XG|=C)bOzmka9p?)dU-XBJYA
zKcDE-tLsW<10W_xOghsJ91oAOhw37`vO*Z-Ud<oLwRmy(eqUe_qBb5g97=nzKAqrS
zs_vZ(&Nk>rqacuZzIW7VBkbQ<`fYf_nf2pYzsdBr0GjHA9&;#H_;S;x^NW~tFfbZ{
z(mDzO2@IgjtkwV`hot&!h%fxuQH6w3zzU{bMXpU06-FV%8B<%XbYPRn(^p>1qdSqg
zL_#?$+K{DfEjkAkWkh2VLESQDWP|{BHs0%5;93CdT+5hv3lOa{_U)ZvJ5>)#$>2%F
znFa$@_A|PS2uK{B0Hnc6BNilr-gKk{3<0x;AHR+!mk<fLV07JU{3ZQI8i(xhz(3}j
zBBYG-{0;bsUM_N^PEV0fgRC;%>Ddz{a5uZLZFkI<XXSR!|L5Z_%LJNj&IGm;NT6YO
zx=5fX{F0X8X2eMkyXXYl2YoPzpV8~lF=&$B`LTIg>>%-5cDi5izBy?fz5XG4(RJ90
z)P<&$QKyq9pLEoh=~FF^A!xnk8jj7MfT^L<`1uKuECz0JJ+=ZlJhc0V%e<GSMl1Fg
z?=<{TH!OM<a|iZgYVpmW?$&lh{H~4UCUUUV+LF)rQP9|`^!H};-64U1Zpn?J+s$`s
za(ucU@V!kgCVMpSzdh2`p7>rJYHq^(+w-DooQa=(!1UODsKe+^Ue)I5$$B5hqkZc7
zu=S{%mCxnVWhRAXaqR99qp3p4>74IU`C~X&1<!nd!F||RAMLW20UsTJwP;WJL{$9X
zeK_xYn(1}CfEHu3E+C*rb)ts?lCqiby1M|DawQ8p#jN>_`x)M{jw!-FCN|KPq~YNz
z#dZf)pJvS&hoUuxH<wX099bdGwv3^PHuuY*P5Spg{V_(AAS7Wkr%tv4GnF_vqfNL4
zx~*lP(p)Wem;f3MG>i#@5&;<Ot}!#?ZQCJWbUr@>_9FX4xGF^RHAWGSX|1kl`!znp
zv+?q}5=HA(zDSoz^7MS{@@(?@YW(bCUCX4HLZf*>BaBUQ;`H6qyvDpj-^9FEC&WQ1
zsX*jwWdWqMu&HgUFeLQ0Eeb59w0A076FPG$i@xt5pWffMk)g@FPyD<M?8Qs~IE`&T
zBQ2FA4)#82Bi5HITr#l*o6;U@l5P*WJqt&3x8Yxh9g>qxfWhf`&U@lD<>fT5(^L&!
zC{4zIDtx#W0j5wsQ>vXXF8nR^=^o{sS0@t}>C3rW^I!~3@bgY<xeeyeAvzI6wc`rL
z@j^$fxUm_&`dDsLtRY)QVqS}zoyF5|=$u=ld_w*6$~juZwYkmPB8VB8Bk<w*C3m0Z
zKO<G-S9f@4B;R^aweaYVZ{43|D$gcuMj>kz-)ivf&L;zI%07({?Z0e7v_v*8#g+*U
z)^npvj&t&7Xl)ciZhA~^dLW2*iUl`D4}_+3FXxhx_1J{q5OjaV$Ex{PFm2KuF1u=w
zr?KmFS$*KJ(xB+X>EEYKgmdDisCI*jSI5!eKn3B_HKyXx|E?MT3#`oUDVg03g&Y_x
z76YSZTD73Xc}ZYGtu|f$YI>cj@p~&HZI)gQI)`5Cuaf>-^>-QR&E}}Wdq^1IeOXJ>
z>_@u|{2yWiM%6G_Yp|&6<^tti=py+$ooF}ND`SrLOM2U<&dE!AQ*3jrgEN<ryMJvN
zMi!ne0Dox48T3?G#bc_a1MXJ1w4zwI0k-f~cm(uh?tdeTKN2;VMi$4GM<10@neYRy
zqL^@<{kTmUXTXub(`$a*G!_7Y-INSyH)X~41XB5ea(>StTdk~&D*<Du1ul&Uwg9KL
z9k_mIn2Wl4TZ576^|oXDitT@ctF`m#EolDbQw6%Wk8dzGhXAt!Q{sstjutPr)%L~;
zzfTWnj~dN>y_M<xtI*r8#n|dE+9I|3_vekOcEPnO|LV<f)(^vJ%E1{^nzPjC!`02#
zRkRI@-;)c6)XNjw`CwKBOUEaUe`m|S=shbvC~Mx#IWc~VSi>{>M5S-mIc(cMX=Vp;
zU;tnjsA)nK!$~xeNcam}x_&jO2anYjr&Wu+l-D=>z#aATQ-|)dV7-n@0Xy<mCSmA5
zcica|2rL=%YV~fh>tG`k$qThwcq-q&Nu3VwYP+stYU}pdXKZZg%h!QtK7@{iOMh?H
zeNH(sCLdkxc`DH}`K@QNanh}eH(a=#^>`M3a4(cIN8HJsFY0r>_2A~Lot!?Y$yxVO
zig)7c8sJt1B};-*DQjI1-MZLElh)&s<9~KWxJ$CQe_~#9BHyZfc4@z6OkiiO`x$d$
zV6J{W;UYJq22B3>z0c3@dAN;5)XwSLd!>2W373C)QY$v!bnXJT3ir0#*CY9_58u`3
zm!+6wMQGK=Sr_4Na__*WFS8(E#)!d%O#X{Ih>JV6`a2kw$U7ll`Tx<2PCubFf)<V*
ztervEN9X-}?SUXK_8je(oE;bHDiMOLEq#4~()6<Vsssf$3)PdLH1+?9orRh`nT`Z=
zid-gHvl%Xwx1R<O8J*9mEKO*OM(YwP3meUL*}?9b1R^{HXfrWVg^g2Gja*bopS-rf
z4BKfE&>`PoOHNkIYduVgMG&>ZvISe<ooK}f02Q)F=DZZ8*&-KjFp6~lJi)c;n6l)S
zIA@=pbuV~&`Q7?*!ao;p$~N+88HGThi_St7_Zd#AP16T}k&ny!Z1BS;-rCj|&Y@9R
znes}k5^U|yfZN~~7Dg9FM<|Gdf6%?C%`Acv>2(J`KO#J8{iU@^TyJ1+O5$K*`h-mk
zPG3@Ahkq#VTpSE&fnG=UUr)fadvNWIK^*k+c2rO(r>|KX5vsbw@V16BheD_XmMne-
z#bNix(27p}nm{UQC!)wPx3+Q9P%vpwv@U~l12;3a<fm6vhpD1t01%OG*;H9mH)<%4
zmcMmOK1*!iI{$l8Y0@SYBkoJ^Pap(rM(?T!2wHFyYJlKmQ@(^!mXcD|Ii;-s&Sk0n
zmnA1vc2TX&*Xl9Wtkd?^8Zk;y7sV;I6PL&G<||fFmnyvO_h97ZWmDUn^s&@O-&A)x
zCnQ~)6ibfdwNz|W%2tif!L)nlN8b3Zc6^p!3vPIMK}MTWLYqxEPOlWQrA`y~qC^#x
zFM2$^-HayULK}yTUxCeN(2&i)Vvml@Jh7H816|8{fd_V}eDBpth6u6F7?>CAEE=^>
zzdikv`zLhZ1~X||pG3H}4Zr&LEBZQhy4!H)6Rz#d@!ntm)eJ!tQhmAAv{weE!3epO
zRdW~@^(%TbI`Gfaxt75e<QF0ThWV+0F6d`@WOd({bTY_odpex%m~<W5(QVn#-*e(y
zy>3%1^)>tpv;^ubToTCf@GPwn#uy#sm;H_O`rV8I`A<Ua9jk5LOAoJ?+-rYc5c*tP
z1P1&mIjBoQc2fLBklFQ*Z+w5E-%0}#I1s3{_V`i(28o_J?TnpW&s?av+Q|Q~0X;#c
zo98QN1dF}pAer$4Td+%HfIGk7NAm|Os%(3)GurPqjV&F2jScV-^<8|i*~vbcCJ0P%
z#Pe}*R!tcQh<koXr?fc!&Y!hLMt{L7{@HKBbQ~Su+}xADxBj4d#5(#}bl&uF+6%b<
zY4q9yN_Fu(z?QGJxKiz2T^1J-(t-Y15|v@?>;?1<t%JN1$=IbDwFwr9M-RV1skoa5
zU74R#@S)i1;lED{i`Q?V_iV<j{-7T>p#xR=b_lWsbYC<>1hZK1T(H5=rVD_deo>|!
zeS=74i9+U32sE%2D3_zD`MzDC^wQoh{xjBq2tAB(&*uH<%w8hApb<d<>m?ZqQCdU2
z^VpA9?nu-a)h%%RcR3lG_U=4n>#``~PiPYefD(E)on=KQONXH6ktc+aRC%dC_b}=d
zr_jegzz|K98DZK9(GNv9e4(sgJ^HKl$>1=>D43o`EFt`RdD)_mWE<gZ7S5@ByXR~g
zqZeE1l{*>ss4O5$uw(cHitgU!>e^xm?)w*_IIJ$;zP>uGaQeSvt-Fq8#q2aX71x}6
z&l1bum}q#sjV<e*?1>l6i&uW4GeSBoqT9l(y=fu89h$`~Dt^a_T;|jIy(B8GTlf4X
z{)*(0uuTx&W~%m6_wS#yl=zvQJSuBZ;2pout!IpAJeVh<ooM1`uBNlJLF`t;vq#?p
zVh<IDA;*6Tev35ZeF)Alm7aeyrSY)bW@_;&$#)8@SkokWl%<I##|-0ZeNX~lLxLdh
z;7Gd5vGEb<)8O!{#bg@dHFIRdc@U=J@_pn!_Wem|aRdL+$_Wyo+Q)fov54#UaQ=JW
zF24b}qb%%3N+#J;kFPG-B2cz&Zs2{NkBa`SdESQiR#y_O{2sed=en&ORD9Vt#wN<;
z@`GH=`lBL81V8ANas86ZVlk;&ILnmRMsC%S5N#e0)l3ZxU4KiTg~h06LVrRpem{R&
z>5T7PkIDp3jS_rnUvpC&1uq(kdV2wEyXNtaKY;z$>yLe!E0u^jh8VoeU3H6}H*@VW
zxts@??HoCS4a1e-p;j{G2|Gqs(x*<m#PozRisg9TsYXqNA4-K_{48nS|G*XcuU|*s
z_#s2VFg6<igB;k(kAS*kuz1#n;b5@qI4^*!7w#OE?Hqo|0Tau?Xn$4KtNGgct){JG
zoReqc+Vy9z2&w}nu^YMCjM@p&=Ijw6Lm)-Bl=#m`3jyb_$f?V(LSRzSnoPPR+)%sL
zR<9nX!v!vfLUD))=nFT+f%pE&f<|D;1d*k)2kTciCX-c5<enc&x1)1TQiap!(M$Vq
z9dKbtEgQ?*$0qXxv3=9m@dNCMe-3yQKo;vFi9nrsKRvd#)!Dh66X{^|z^6$<tacj7
zX`s@Y4(f}eQzr#{o`Rzjf3U^He^d%ktqRi0T+b#LxgG`IY$aDben!8Og0;9pwV!@T
zU95F}M#IeW#j1L1?6T5KXkJbHNg71fENmlt0UCY*m{{<x0Tf#92&ZScPTZwG@+Pzd
z7t0fk78LBFQ?aF&*@5|!%f7L2&JiJuGFM$F)6d)jUTPKm&J+1($$T3RY);!3oGu@m
zwcK{!QAPj#khY?8uV=9Ww-3GA<zoBuhdx?jaY(XkxW8Ut#^p&@kcB@STk-c}-2>4j
znh94LB=c2>;ln177btJD+nJGp2$Kn)fN{i)6GB5FV6(QmsCKk~9J{J3x1xijHs;3Z
zI4p>Tw4)<W9X+DS<SZlkaVT1k!_=^QM%q7t_P{cTm59GZoASH54fh8=t;@6$t8yCT
zACPP=oD5&~Px#=^`?C{$wn#p@p9oK>TybaZ9Yv9#b$mhQ#Ro627IkK&{;!W*xe^E3
zB95Ry9$|Yi2PE{tGb_b%e{3FB=K!A>&RT>roxg~N5xD=@Bg5qWtf~Hoc9F7n)xCrY
zw&RIlnnGwEd;d3M@kASAo9owim(R^2^SK3}de7le0)KoRrni|lXNDE}gDiAab9Mwi
z|Ch07wwlouD$Vx{%){G!>PD^)uh5+wEGGUm8V_xCHeD70wkd&bV>Pj69E$gQ$owKH
zN2*rB8j2pCzAt#7UvoHi%<zb58-7@Qh5H37gNg-MB*)g*Z#4_^HJxN^Xidzy3nD^u
z&>&U{LsWZ%qnlg(^f{<Li?n$nKf1U%EPNrf$RXY-afBU<Lme!4qr3Nlu(g}TTvFJL
z!o#5cv|{$nz`O4b@0)klb$;?ShIoEI8jIYn=J{OBalV1~f*1|4M!gnuq^Gg53H@1o
z;@2eG+Z`hCaq3gI{~pg3ld5fqPgNF|n~C_AYYIn73P%!rqa0$Z_jsv2oy|yBNd+@Y
zH%0r>>6q^?@VsZ(E$rntsz&@8{Y7;!LnSa+FZzq3r-$$G*z&ipKc4tBj5?dzMuuXl
zJ(ImAFE4v2&wD6KDWt@vI7I!D0*`2kq9}=?XbC4hp0Wqe-L79s@v1U|V+*SOD}I|S
z^hJK$!O7Cz$@0E?tfxb=i%aUFZOWosL&t!`@9|TNBIz9As<|v>C~@}Co4CH*Mh1cA
zPd)v0Jtp_2K+z0(O@xA)lt^4`AD0`q?jN@{4nf`(Gz#Weynn_)8jO_>dF&kM!J<dg
zxitP}LB(@z6r?BA&f~l`#tSq(QJ`lpfP`fynq;X+GOQM-FtA;0@B*6cZe^pQpO!kY
z)H^H?MX|kxe^|<9DTO+vJsJ`QWrIxr+`>zomK9K|R1~io3b4KLz@p*AhEpcCgb7D9
z+ksCs!riK|L>Dp~I8p(9p)RPPj^TBx+L;<d71p27ljyKv@Sk%Ww}ghk+_*OA$hL$b
zsCq3WbQ}3z(0&^E2gY~+-@5elN_XYe;HzGh`j1QXy(?Vi`MO7ecEr~LFQSA3Gg0uX
zK<qh+*2%&~5Z!Ac%p&MH%;E&1MpztG=zw{SUJ3pVG^j`*P>68tkb8{@l913U+tyMT
zaPh*>tlS=}(v6NN7(^U$1%iPvW+`#;oH2SL!SN@Q1L=SE(wx@~q6U9tdqxnLwJQ(f
zUy!(=&v+R9=g1emkLRYC!+}(tL4+Cr%~mLipB^nP*oQa@F&fJMwQf9S6b#%5DURlM
z%2;l`ijeH;0-G03YSS}9)#@#qDJYN<f-k8YzkhnDw9tpqP+UC82ta$+wcgfL`LDAb
zC?S^N5Tl<bwLyh|$m#pdXE-06=4yHOruki5v*nwX5#wfM<CdB}QU6MvJtrObLTd;n
za{l}cz)nUzdpD0RAQN`EoR+0GyMeF{%nI}G(IvA3T3?HiKLfJMrarA?`MT;C{}F{`
zQSj&gU5mgz|Ec~;e0mk~Fl&~$*Zt~DYJ4Z!bbO^bCbW9|c>^y17_Z~&mES+mVPu50
z&SvK6Y2Abq-U+exs|t7oU+v-p6p3thhC2Q@K}bN-29+5<1eGO&BNT~1;1UnI-=Hw!
z@0-JPVrl_1TT$<iA{f*ZqBmNVhCfCtUqsupAn_Q00ylqh8#`u1<~V=@Ye4nLKjPsI
z&Nt<tp}%(1yB~nZ&w}PvqQCXehyQ&qHs!0cv<`dz*Y)|cy2_+z&|_@!_=E0Sc&BRZ
zZSzC<y!tioV~@Kt9SRTiCySaIH4y~A?2r728DppE++SG=7a}H#Bu@nU<$v3~zP@n)
z@EUX)KQ73qXEU?z+L*HRGf@l!KGpF4(;>!AyVc8$`SY<m0xV7{5f}<li0Hf{p^p@X
z8NL@nLU^E-Y|+Uncw;?C6Jx~j;Y^isttz1BR*^c{Cf=R-ru0LywG_9icU0W98>~LC
zGpzkr%mLK?eF;+hbJ%3N0|f)}!GC?beStlrB;mZ`<?MQ3WVNd2e@oH&o%*sqz=Q#w
zM`)C36uRH@LssrF)}J`>|NM;EAYZU4^`Am|lz+u{OmA4>Qx%}f9{W`-XprA)=$|Yt
z!16C0ddE;&6hy;AmdMBV50JVwnJ9kT60PG;qfI`P{v;K<ztLRtNzUpFsr7wMf2-sj
z-cx6jlO3FIbat}JmOCY%(qi-Zdh-;%?d<d9uRfcBE$)PkW0m^4$pe8{r>lKqmA>Bw
z%fCeFBt*^4Exk`qW8*<!)&AS*S|0ZN-5GSyN15!tL`h9R-?gAXO9(qGSd|9iK|}<$
z;ma<321$LkH-|?3y#>LMHdgwo6d?{my0*4VtxN?$hKGb<bgB($hiM6GL6u8DOVZ|N
zP7b1N*IRteZ_!@QZF;?8oH?tH;-&fDYC%(8&Jg1Iv8qaYKe$Y=A>9P03&^%$17&1*
zAl+Y_9i?R##R+SKm%o}cq{;LiFwG*Bh1jbcz#<ib+oo^xjx}W3@+yj(g6_govfWce
zKb;Z%v}!mC;GHBW8wKNUEhL^X3#5P1x$d5===qzQyYjUocLFLZUhShFJLbIQq)my=
z>6;$Ik8DumcS>$Mhmk;s^e?8a^((HCH(7TN9Cq3HmzpHJV3f#g)x4h`&pgzUB1Wrz
z6)ukmjF;VRhyw){QKMxB>tv6DRf^QwihtJaoZ2#1>(YaAG00Xqa28ssrpqns>CD%|
zD6z@O1*>tQL98kb?*dE^9}n7gp50TXS`h8}De0TokhV3i^|~gjgACVoU0r^RWkp5z
z<ZSdDwQ6{^W|f}18WOB;bR>%&P#UShf`rItWY~YY><{0VD7Kyqu$Mi5#m=1A@y1VP
z_uDlRTU>a`k*J1xZ7q6+XBQq@T*^2T&tN2t1Pkg^5}|NV*4%Bj_*LBJj;Q*z*u8hy
zi4@`Io_dM3@fQ1sz1!wx7e6n?+jL%3NjKj%zSsM6tU32Rh5UZ(!`NEySW(khWc^sS
zpwfpQa$Fyyb$QMqf4({}h}wVk(u;|PKsavlpuD%{wP*|&e-iP2L<QVbJ!z!<YL1ty
zGYhrpC+9~YThepTglA8L-)PjaO`<}rS$YJU80Yb?)P^pwAPv<m3Z7$NmwmO^G%a@M
z(DzBui)o#|UYy`zEabD*5R@@w$^=%~3M&cE&-EEk%rD&?-5f>3GWqOROIY`ORNbC`
zq0!%}I)E$B;ooTa4Kvr0A)c!9g*p<*CCEP7mWlBsH`<<qQ5Zq5NxzEJZrWD_9dE51
z&>BO%BN@Gb8Ki(nZdC8BHx@3SeO8hlq*qK{0X&;|JeHVAZGuv?Vqaik&c|AQ4sK^Z
zgoL|Z%b*J9$(_^fLbo2|i?Qa2waamy5Ki8D)k(_iBuy8QI8LC&kG1;tslowy7Q_Dv
z*&R!3AAf*Qw7wfVt=sF&20q)lac9)=+TvBCs@jq&m4=4@%qNmQ75vhq#iXhyK7A~4
zY0uPeJ2@n$T<GK?XnnAk-pP`-(z8B6^Aa}(ktw?1j7%yH5q><qgk%pB4n}2C>8Ytk
zg873M6Z3{OWv4KU5T(2I<7%`(_0RM($fu`q8Yk>zM8$^w-cRJ4KeAdUMu<DxQW%2b
ztHv4zXN|_gf*R*4CK_7$Tg3_<&AX6d)!XxrH;;Y<nI3$o6iM?laa`RWI0$ARf74q(
zYOU}&ZEm2q;`0}Uf-A^IkIm#w_nM8DHXPQ!ouqxY-G2KnCeB{F$I`V|yOVwR;qFHr
zRJ*hM9(;va^9g$;CP_e;N^c;2+JT92A05LC1CC>i%)g4wRnWs021e^ETh_J|{O|WC
zPf%J|m$7s-Ivzw1EyIj{TD`0WYkM-RK1U~g8GFC4%Cje*su6h%DABG#px2vTgM!Z(
z!WcTD#AW6R$<P#sL-_}X@~5eG=`XN~SuVUqE~i7N(};a^2)1Xk94m9>irf`NH%Fof
zDD*pozODpLrlA%M2L_laCeQ$s>sbKn9r0Yy`4j#PLrO1BGyu3?wvu<Kz&UesM1Yz{
zJ)vdw@G9y{c@1``MGYGb-zJaqXraWzhL%n78Ee~qrgt@Vo;VKf@Gh0@fMBUYE;fXT
zAxN#$jFK_(JXZ^~H1u#cvL^rW`bCGQS|7&cjua2n;Ixo6+}Z;|>N+dVa8%EQ6`%8j
zu>5@J_XSuUBy=Awlc#BbT(F_TDb`}qe>?w7BrMLaaj$OPe#b8%{Zn<+jGULXJmI#P
z*zsyI^%S`yITqcyNAbv6R<L%m8E{d*aLq4?t2B-G%bTeq)X40;q>f`mevL-iDDLu2
z8j68NtW57u3BFZ)q-;d-YSDk%W%Bg9wfE0~>CiaADMI4e<~YvjS_W)ixAWE3Wj;$g
zGQ;npQ}2*P@Btt8fk*5E-s}Tj?B+gj^U<V1;*HgC?ENqfevut{m7QAwJ3`Q%V7;Oc
z{x?a{*E=&I_Saq2MgL2Wx9q$owUC>@VqB;b-syj>?arG=iL&zgw`z67CPL%Z-^Z;-
zzEx;?i}w2Ve9%3x@I;zZ#cQ2Yf3w0JjBFiJf6UHpyL;<U?gkir&bChbgX4rr0t;Jv
z{BYb*)BQ+Qv7<nj62u#b`2%{;gdC`_sA|3_z?U!SawjitE$PO)3r}t&42danQZT=e
zB8_O6TR3*=#kQ>8RZY@eL&RGQ$$^D&4{mlZ!IAld3B4U&RHpg{4X<DhQsVsk(qH?X
zPqc!2%+NFM2jaMroz?}=_Ub3m1h-dk&Uw!7$MEtr4h7_j0U`q!k`UKvbPY!RXw2U*
z6}_pZ=>RV;D$|X6l&H+peNZhLdYhh|9uay0W+&4QjYYU=g}=Z~L5*mQ1ZJ2xwo(5M
z4aHo}_go2ugNe<<|Dd%!w&1dy9A^iOVDx0fqBw*S6Vf8RW|Arx_3e6;-40%|pFwL&
zD=MFB5B@yZ<2x=*2EuRw^|9r6RfOTRL+HEN7&Qc$jwHO~=Y}$bUZz2QAp=*MgQmU+
z_f^S`ATPPTG&jR&W0+box@)#(kj{pX5%A-2>HIkVDk_RkD3=k^ozIxHX>r5A@+`L=
zCP-WVZu?f!R9ivDiKHeDAw#Yen^QAZymL(DN>kJHeId-SDP}|Z*lFQwzP{SDsaI6t
zf$vd|)#-u}*@38QXQ}jC42R$<z2sLvgo^bV@u?8uhUe&glV(Lbwi28JR2-iTJ3Wgi
zuM5W#bpc^SRDu}Kdq|J-y2SSQ9Ak3?0!EuP!hMo$T7LvyKIKNu))QLF4)|{~q2Fdh
z{b%t<T%q&VgkQZCZFykl0KnMUdF2iZ-own{SzwEnUqTaR3Z-UB@?1c{aEebqTsXdd
zbD`qfTFTzn;w$qF6L(2w4}X5zFFR1aII;Qpumrkb16r)kQ8TGKxEG__U?a=?A5F%O
z(uA5t4!)Sqa8(g-4!Xk5n03^v{dYn8Z=3d_^7~s)-8o_OjG+nWKv{#fdy*0u^}xC-
ztoc@3E!j-u7BY^FKUlWEN_pVOw(MxbVsSn8sTVu)qM>@AIN{2)#BD?v2E*5?=f(aO
zy{i!1Gf51#X$c70+uR@2m{<m}jH9OpT~=yS$O|@`A43)hiKF@_fk)TBmd^XrSE4^l
z&XVp$V4y*;;_hDzuJ}Z%sI(v1C+eR0MX184KTc>Ezx}ANhV$0sN|9fA-TR!i*Yce9
z!uLESaJ9Y0+s^tDH|nbg%%~oE^H6I=%1qqEp}`Ry`byIfOC#JDYPH!s#G*55&5Is8
zvmQnzK)J>*n$#8c2R$rjST&@_naIF!K*cHTn&0Z;;z|({lg*bob9OcV{NGzQiy*;@
zO7-5Z6neHpXy>uX?7^+5aWz@sYmp}rn7-%xY#TVAP*2-9y8rPY`{x8)%wJuA@EEK3
zf(+~5`DyXng)68^47zcXO+Cph#Kj`@%pDv4(J<!l+?Rw5RDzeC1IK0d#p15$&!tp5
zCui7P%g7qck;mEP#s#4p?a0UuWF(v09{d*vKm5lDq%2iqYmeI$BOa_3%53jJYRI@i
zKi4=zLMEK2h4CQdEa)@WkqO~gi?bkgj!aCTJtDWFi{CTSh`%4^1LAr+cVw=oEn{0Q
z8Ex~ve;s)Ve83S~Z0tzio%n+@amYqA1&n45)~Z|M-{(E0C4=xh2uH@Y<YBbNt>2U_
z?im6a6`Vv@xfM_p1W+V8ysQDF@i7@^A>~UifRgQO$(|pA^aB06#XaaLB8xb7NI>M@
zN9YCETezrTifGRcojaU048;<H9NLD)W9e$ca1Z!8wa<tk-;$=&vT!6qn^oOj@zcS(
z4?YEc_z+ko2|8~lHb5fX>@oE_POI$*{!f{8{lbJsFlnrww#fMi-{po-r$ca54R26L
zT;YCo=;?Q@D%bRqx05b^hl-r4uErCV)9+716+H^c0{^9T?9?v>+%;F3<QawFco66#
z!s2n+#|<Ry-tJy-6Qi%5tvhN*uXX0x>#DKt;_MM<VJfXCIHW-|aE=D7q$z?8r;n~y
zm^R8Q40mkUFDN^Du6wAo_zo#izDzzI-PXR6c3$<ur;7y#=osBcrbwt}1%=^g{E8vM
zE~e0u+Qj${DN~GqY>iOc&9B{4LXfwc+7q#-ejXBr3M)_kT{HG*kE)wVKK92@NA+G!
zzLW@1`8w0J`^((tqsN^2-3#IkF*g444J6Zh)7~CUfgTg4_qr|aRf?d?rKRgc6+S7+
zWiH$|1r6_XyYOjXHE1J2eXRIE!@LEBj#1O~SKPbdU!5QcVHIJmWJskWX@osNsGPWn
zl6>&z0!p$;Rb0yz^nu6R@fw(QY`XnaL(yuaL<%uFL-@pK52c0Nm^ldxV<W!I--mAm
z=CE5aEEYZ_eClXL)8QKZR>C=Tmd+!FK+U3tsHp~!i$@qkXP|3X#ED@JT1M}`9%*&W
z6@-Mz0sQg|^8J4lyfaNpViz5D;tiQkcp&x*4YvjF+8QN8-(%@Plb4orD1-~mh-@o2
zorljV4bfzh^^X}ogtQx^hBCu$)3o;89&NZ?quzZm9e77}3+|-PGv5&(uOI(}h3B=;
zyi|YgI@kBq7M*bhraJ3q$Dfq8Ur6dWE!;P1GaW4bYC3~#e)F3omi8nXE&Z|v1<Kqm
ztdyPFg3FL+o)@e_vp#SBxQoA!2q!+ALeil#u&|m#2xoZuam&Gzq2mvmE^x*faPE`&
ztvRrWnPV7WU%3mO{;qM?Y9Uykg8~&b4w!O?1A&(6Tfg*gW*x3_-}i>oSo8{qrA~E8
zy-&3{oto%D^I!JQd)II)K*hc4ruzEoW}xTf@7%Rl{-Isw6=L-}4nynYmAlgcN<K$?
z^VsQ6dqoWpKVn>64@@|T85aMvx(wS<cJdH3r8S}jG(afKyD14k)G~a|x`1XA=~zRW
z*GQ|)JTme)Au>ofqAe1eBnGZ6UX}zcmJkJCu_YL5!oN6X9wciLQ%KX8M_Qi5g^>A1
zkD!@-XzrDL_}yK&zZ<Q^jF#bf+SY4maw?{{DIyXKt5!77VnzTsE4ttzu!nMx77r#-
zDGW9GxbZ5?z8r8wl+)}crFZ{xD2aZ=k;7r%F?I5sj^8b+U7{9Q1^JG)Y;$;*g6|&C
z<Y&k{f4!w~1(y2PJniRL%vT;!M}&MymaRUSVf;YHm+`|sUQL0eY2%U!Z6Wazt#Kt|
zu?Jk@Bd9UG-TfRFTd>`#HGsdc!DP^I4*o;kFIMTZd4k3wW}6RLqSHJs1=Tfdbek?_
zKd+xmi=j=2QG89-8w87vZU^)xRxHCKW`vvxpYoYLpC<ugQt>w2m<=!j0)7~rpiZ;d
z<o^u>gqno$-8UNK79RMrlfn;{OZ$tC_8@dC$kY)<xf3v<cq+K}V#(T<{{S{qh225A
z=wxuo35r+2I}+i-8Ibq3pl?!OqS1-USbkp+e7Z0WZmc2r;f(CzlI-E6)<8{rbtwP<
zmc3Z<KF+dR|5FG?^6DqPocB7czDBO)sEXvck<RPxdAagjoErtAzCCH97Z)DGir%?P
zt-4Eotme%Xh|qi(5%~G`=hsi7KHZFJl-HB&Eah8N9&um^<Bp3c?TCNnb9P4HgQEHQ
z6A+C&hY)PcJQtw(uDo3jB?()fzZs{TcU6E>aD66&3<{wIZSGJJx^r3uAuI@y8~3>`
zlqiXmWHO4x{5V-sx<A_tV_gDgpb$oguB~5*s0=tG(Y>(odxQc<qIKjD6{@m?HDrl}
z%kVMO-)EToQL6oW%3k=fETP9q{8`9Hs3{_62Pf&U!;pX$Z`lQJE;?dHQ3$GBUQrVs
z)fm@uFgN1Q3880(5Nt|zq%&yr^{ko;I8FLI@t6egw@X-fBV>nQ!a2SBa2XB;O`;ZR
z3Yv>W>CS}nZ-LrAr?;ektxEc>G5jwT%|u>_YLHPpTAaC0f8JvMa4BjE*~bCA2+x$A
z;^zFCv`^-%_5t{saAWpc65*pv!w8J_q97!XUp&yzfX)yq9vJeIF9f;LT(>F`f+6*B
z@EcBL2;h2sS&xtyMb^dh(VAqf-rk=x4qP!=4z|L&J0^rj2;CW5GgX<Bjhr$}3@5cU
z@9U4n&h|FFj@8(k)~K+fzpY34g|Ev@f~-i`UWFR6`8BRkg}VmQW(bZhG4NJ&b$A?V
zh=#iU_9R!XA-ym-Zf?`RIm>ZY|2cT_ch^D;LbBU;-)aJgSrtgD_tT~v((!m1ft^6X
zouG3u5Su%h>0H7H51uBW0lnIl=D;(e{E%MWGprB9mc!XJX$a7FET&!{E$oMqaFijp
z8@evF_m*r$hJPq3NPeI6RaFzk%$0z{ygi$G={9G$X+emhIXe%c2wQObkdUSD66?oD
z(J~((j1M693~7c353t8BhQ4w=etJ>I;N*N|()`LK(k+<I=t{A;<=~5OEdP3A+40K_
zLZeWd%HKBS!8VmajK+<p?idb6Q%oa;WeE#T{ttpJ@~C!85jxMy$n;`1G25Vq{GnXX
zMH97y^WQcjpJ=wUh-pdnkcqh3<zxD*qVJn8bHa3Xe$0trIFP8|`)7gfMyNmZ^%s6p
z<$sDs)HOf%7G2wS?`iob#xD%*gpQl!n2SGl?l3hWzyTk;FrYiy{akVH1HPPnFbR#O
z&R2cAFtPkOuquBgb>pLzb-bsq{Y2<v)1KOsEbH?zRihoA73Lv<ehuY^_>Fhb0W0e3
z4@pJHIfg4}@hz=0P4M-D46<GIEcNOlfCbDhA%$-2BOvq-9c+Wl>SgnXl8_^J`6n#+
zhb_V)JtSYdOGdlD=QnpgZY7Pp+#29=xG2^p^q&9r0`+GpG{(f?Kv?X@Myfzvfc;$e
z%h*wUt#s)N>M2OdV~?r0WU4{lk$PHaNazwSP_=0;?q!;Rm_IswsU~|Hu2opxvbvLf
z<|?W!9)}e6Qg?LsV1)1>yl%$8SADY2_+&q%6U*bi$c4W+>-`F8_TvGq1=UVqOA3{J
zH7p>QL!I8Lp3yG~p@Ybh3O_X27|^rQae@MsFiu!eh@$MC%M7yK=n%X!6b*hMGicMz
zGn4H^79yNh>pf#*Za`ffk?7nrq1Cc8Lh@~anu0>OF)>zRIw@O}vGhwAT8oGo=B|av
zF}!2t82)P;+J?TXPOj1iCD8!r9K2Qh2VENmZYnf}J$PJ$9w?@!hu)JR(GP>~X-rhR
zs4aM-P!GCuWf$(AqUD~_g17>|a;C-oj4Qfqu}WhH?@z`XtM@b$pfcmmC9w+=whU9y
z_VvuX=(#E6${&iBho1BG2RAITs%naXJuyk(ip*Ga{9Q13c$GYkh?M{}rnUvxMi5-o
zC<8Ljm)R({r7{~!F=VmD?ORcEE0oJMD_0A)W0unRsC<>lSk;EmasNrO#s1SoSLCeo
z=FQ{skd;cH!DP8OQs!j)@UMNevd8OZJz;}~d;#6+c<W8#hhp36XthhU-Sp-^*Uv0X
zHp{0UeVMc@v4L#ih0bhOX`L7AQ{$1ug*03?MW{4{2DHJ6Sq~c&z95JCi<#LzWd>J$
zY&aaBIAd^Z>=B@~oi?`DRaDQiHT-m1eLQN?<r~j4;_nh4(y6C3*UuN%)k@zb+RL3t
z-hISiprPL5wgvBb0@qV5JxJ5;2YO`KD@+Lqm!K&SSqs`!b#`yxTDu)Q^W^AlO80WH
z|9mZnh2O=Zx$)|4D~WhdC$ok$^J8zj`T6Eo5zn1mSgzk%<da(Dk(`^qxwsg`Gsnu~
zxVM<^yO3Mqcy3T2;?ga4CR$8033_TB>$NvuPHhT>Q=49XhxfI}BVI}v*gIeRZ?Qu%
z?3S6m%R?1IM7Nm;I0|}(81X4fG6qO+s~0FE5x_Wih3))hmNN-zUXHv1$x0_n5!WF&
zD*XzoNaoizVO>Qai8tJu(qaa&dmvij`0?zY8kFrRpqzG@bT<q!pV{~8PCI76zy$xD
za!JJJZdX|tJDY94p{{T<2F~T%S)v#Nv3V3ge`+MMJf#AyKg%&n7HBG0nr@GytDXG5
zy7&i7QCP5>kR&We*pBq|<Y~U9+Z@9G#p<nO*-=5O_j_zCV*H~zP2_npR^u0vbN<vz
zd@^De&W*;9@e4#2DH>+MW)7Kh>1z6=&i4|UG#PW_#zR7%jxjZ37hdkvWpd7aRwq^K
z`S>xpF7?^5l+yO0q>fJ8eLLkt!rN^9(hvEXalc9D(w;=1#a`B-BAckt7396hYH$Ra
z+NauK8A*hP(B@)6)|!1t3SK52^CZT<LnH80@xB~1@kynco0^ZlQ6qc9(&S;*III=E
zjGWRjtuIrl&lvIK`E-%ChWtWPFrU;NnJpX1bRXblr#8UP&>6(KTYlUp*{03Au2@~J
z*3gVr+?*de99(rP|C;;Iy0qcy0sY3fJh_sr^SexF-`i^MN$%>k4-+S?E(HbuKG6I2
zdB05E_iNPlc)`)lvM2GEbr78})=E!z1)A5jWn?72`{5CRt`UAE5-YR+gUknx6TyJz
zdleN~2P$9BEdSGDGqC)!k4=y`*%Ad>Pk|?t2l3?4@)+Li9c1@GeIJYjGE<AEh(4@t
z<*a_E4prB%J+paBkNzBMbtaJc4Azl1*w}i|{Fh17Orm)-yM|cxxscM!K&XCKLY_E8
zRvtq4Rrr2M+cbur4-P@bQ|U*AckK`-*jR+$Ql}>cE>PyuscFD`pz3^ZSk^CFxd$KJ
zU^1Q*-EAl-dKi7GyvAU?O0H(pHht8f3Eem==2LjEd}@8v<;HeaY3V?wmdK?aUA@B1
z{kbURYBA|~M~CS`wcF{htK2#tANyw>__C-q2zpYVVCT)H$kB!U@+=PW<(hwu8O*q9
zk=iwraGzj=NX?nEb%Ma~eE1+_mkTS=-GHJ_OW6#s)|Z(FIZ6j~c=%l_es*2DM*q?`
z<@dgo0oTq$C|<vsp7u699qD%FCfHc`vPh1)cUigJNU`01zL#m)2p<eV_MlB4fku1V
zi>S_bVa`%A5G}XC2QGsSo`Wu)=c^P<6q8<qhsrwxVO&X4tY!E0PYXF_JDd;O--l^6
zr^b1?oE>{`(%0Bt?$UIWqBl4D`(Tw@i9O%qJqKFLi>572y(F&}Nii2mc`KPI39P!E
z@u>XdUTGL3#k)8(I<Gur#6<rDp%gVEpl2knn<UC1ObEFL<GWU0DEYe!7#fs*3`lh7
zBy61h{*%v`a8|Fz4{8*d8ZtwGy${5t!l#h7^u+%W_1)1_|BwG%mwS!eYmacRt<0iq
z_nN7^qm)!K%1lDYc3ta|osou+naqZjagC6zWbeJQ>EgQg`|R__@7M81=j5Dw<8@!J
z$MZ3DtNJ7?T9`RT!kG9VY_^?@(|3-6#L9)V48xjGr)|FPmx1$QA3a1qt}jUxLY}q(
z&U}R~$Pr*XkPvM*$jc6>1w(o84()a*nE(7-O*3mN;dU|9F0%dm+ehG7Ad^}~WILS<
zE<!9sdoyDj@y-G-`4Vx8%hKYVBv0X4si0}!v8`HPjXgv~07h%Ty6_N|4Bnd*9xR|{
z?%-t->;S+dX%k_G*z84=UNB1M4-pgDEQmHlBQYw^Q?hpDkr>18=We(c-4u}IYD*F`
z{KIaSCMJ2z>CmQhmqPOu@vdjYG83*)jdXQ5MMciv5}GyTTD`}yahm{bYG7m+bkk6y
zx%TG$$?0q|zlh^usQ3Le<>KIAMf_zGYF~=cl2r@QCpv3gFYVbm%islssrZWN_mu+l
z^D@W-CHe51Sg{VptdAUUJx*cdj0>Ypcljm$?2ywUA*)SvA9YWpLjteR)e$kAq?#t(
z-+xe8EtQ!r=5-u83mRgEHGyawC*_3LzETK3g58EmC8D7^FBTTk7U+R%t*uRKXh?X7
zXN#@_=J$G2+Kw^os#CBuGV-<P<h~5vF^ct3EaM|lr}$G3;9zdPj<NA1Dh%7l6zN$I
z9Qn2*&P)>d1rovzuYidB(V<^Mt$uP<>Z1VqC{t7+6B4qAAtoNx^d6Oio$%)S0M$W4
zPwfFd0+834*HH%6p4btsR7{L_NxWB4Tt#UdSOrGoiQ2rs>f-w_L~^vYfIscXEJ~;`
z680Rmcr@g2d^<mjoVB#!GxVoF&X`b6rVRto@$b=T!(glukeq|RU}?fgG#1cVLhIi$
zGVQKh9wogVOnM$abCuo0)K1<ye01rs(<N8=Zgke}%oS5gZiGeqLaT-ecwW(RA(v63
zS1n!SePieM4{iwfYrjVElKbwRSh}8?pV(OSuJN3o=y}xcpZ*(ofY%F83i3CSEE5p1
zm9V%e!N=95j-lhBEH6y;k594=j++G$25P97XPUfgmVAW0A|vqCghUoJEnB@2GJlg;
z+RO5!>+HqFh>MF+Apmw-2u#?v+QhiX#Fog%mdM7I$i)^VXqXEGl|lJ@%ZzmNT245!
z6Z|C&He}<+@AKDxE~u(gARX3{cdPNe_AssV6{=^==C3n`^7ibzd<-3^qs?pD)KGHc
zz;wr#2VVA$F0AmD_SU9l2`Rw&5rs{(h_BZAShKhj5N~!9%Do)%X+n3?1uW7NN@Eb{
zAl{dyx>zj$JV-FrBSLv&+Z-tGVhK_erarns*`Fs4B|W`~RLq3H@iaOBhbchj#A1kP
zV17fkt3d_!Z|l7sW=C;%TFH26OkQJ}B~a^w_&w(K8lC_l>hQ0#3jN$0Y34_!3f9Qh
z^$a-xdU*N(*l7{JMGv@}pVZ9jw6ql3OV(W{d?(H08OFVor~{0QF(inD1H^X{m=kG1
z=(?O%Y8O&i+Y<de&WeP*yyW;r(hB>BZWeYHH6QzT{*)0B!!kG}SkzGLNOsJeF*BZ!
z7W{qtt|3*|SBOOTl(wbkifF|MXxaMG9HE}=f|`@uP7JSrl9Ep&@|ru6VGX6Eb#I2&
z;wbTvyp{d!G3ZJ8V+Cq~5c{|Nk{e9DJ~96C-UT<1#&M`=<ZeR-*eKS-$6qhHH@tBF
z)R5RW!M%eMh%RT?3#?-$c75UN*zVYz12wbxpkVW1K*UL<`ub>K98V&wVT^UM_;@B|
zNuxRFX}4EyUFogepMXEviQSwyq3dY~-hruzbDR@#6^g9g?re7^WS88aq77>|68wIN
z&t2Gjs~pPY8ve5WwAJ>tM_fk)^6Qt;g(aM~EM;Ucx6S=(GJRAV+=MZ>8nkPzf_IgI
ze<nIxn(BD<*$o#z&&yXFpFse}={BSQu#@BFg8b8cTB`LN&HN-6IkdVsiO-lJ9WhMC
zZUI7x-2*?MBlVS&4(}#HYW$&-$#PXNIULayk|h4c06V}0%oz!HwhTcFVtZG$m`sp0
zBe-q!LA0aMRRfp;2@7j{=pz!nG<VrB-trQN%MU*~)nvW#-*HfTI`KqmbM?*<>aq8V
z?{J*1)JbT`4$Mw8>=V6CHPIY?mqMI{nIJv68KzFdp{-`pF}SjDZQhEY7#tG%T)2=z
z5RH3=e2Wvl{udEf-t)qT$4LY<UFLIouj35=KJDB(Xy4iH+TQJ84xZtu2TBB776&hU
z4ljvg`4Gzlf{Dn}{hU0$Z<8@!BwD{ne)kk>dzRPYmD{?X^Zl=2=nl98y&z(wKCu%N
z%qa>l(iL8(E2O5Yyo+5xaO99}&LcWd=p3>zRq6o4X>Y`1-_5zu#l6HvHBquM`(y%&
z5duDZdRqPI`5s2;I#t1JAWLd_gN~XoHuYAvwDV@NLkxG0v7JEr)ob^jUsm-JJB)Fi
zy)#7eh-<+N>seLA)I8>QKYYpd5@BGej`VeDc)AlFcgPb19(rugnILD;K?jIl1s9uW
z-VxfTk6o^r-1of%*`@;noP5)bbJ^e9KJbq<%6)eDG-N9icGO{$fi`L!X8+xNOIq)w
z!ni8Ndd`V@927zQ_Pf&e-LIWgy74NmoJMqpk@oUrq~A4!<;jx^mA1ow-sb!NuJHZg
zSuB0Pv!eB-Zp`2Qja3e%_T8`ZckX|otTA5m_E+fL3CLKeP;X$uR9{UARd8#48xhi1
z6l{Hr0<7pPN{%09Wqs0oCkb6a6`mH)1;7$xw~l*30z4_O+b~OL1*6QV)B5C4$raod
zukxOW88(KmIv&(Kiz-B%x=&y!gM=Irp3vp9(m4iYCRXqpW|6h)s9A}8_^d_Lo_@+v
z5g<S(FfE&(<0c&Heq*3d{^0sB%SGPUyh^M0l~a~edPS}x1Iml1d3RZ2t0P(m4Ghd8
z47ej0@))L3dsa#V)ZDCk{-C}wSLpRwSk3>gyxt9zqaxjUT;^21iMm}wUdu-5uN}la
z$p_?hRM1Y3_Q+VK2i`iOI8VQBT(`RDE*F2L2*-_g&E5|0>`G-elz+vH)}6DOGNs%P
zpi*cX{OInVdc5Tyu2f|@MDw|u%&d|TM^qShh2rf3Nf$)~Rl$X2u#DO(z>#tj6Tiz_
zP2an#7Ny@P_hQ{->L6w~e6?uJMIXgFsLAU}c~JNVlQ)LDaFcq=dxfX%Gs;ZDl~d2f
zKB6f1h=V%aN+MXV2yP*0V{oKCtD|=r>!}&*|5=SVYkj(1o2y)xGo&egTSGv;M)j?C
zIc7~vOP1}eXW9LVrS7p2qvzGlB5Sl+w|J)BpNg;=PP_P&bqHM6v6LA%u5CohMSDZE
zPu|xG6Iz==tTbBBUhu(ZxpJq{bf<>&mCU-4ve1#V&_gIYywfS_cg(;evqzfJcsI0S
zT$&SXBZtm=9Iv=a<oi^aI(Bb=<c@cA(J0ict(@G*-ht{+;np{ySlhjN=#t)D-ZT63
zvrnyz7Ursy4#Y;XCzq*7`)w$jojM%s5Ii-fCM=!p^a@q6`=(}BWf-q|`G%eCPI#zF
zYD`@u=e9_&TCgv15yskxuplDX9$1DAbF<4;oZ{Nfq!&r+WwbpBtxU;%nVXxRn?eXr
zA>@AjCf+6p<{Nr{z20<^-TK1qcQ;yNAj0Z@zLNtDWCq%^G9q%kDEx_80gr`@l>fB)
zt8KeHC5WVHFjB`skxdHjV1n#$OvMDhHaUW2a`IE~(mV4^!j=~yt}(@DHSVGKQ^1`I
zUdav*MvBBr$wFDa_kr0wvJN)F3g|Oz>W8pzDzEO>cFEyW5Wy(J!_fJHH=Lc|v|Tmt
z(~M@604LY4kYCiy1(e7?mfs|TwE;ljBa|COKTN(VGIcn!A}paNN5PsU(3TVqIjEeM
zp!1^Hq9NJjDLt$aqvMviOy6Q2v}$O%<93bR;#5ux)=y@<Q1U{d;+gjs<o0|#4IkPn
z+{6M3xi;&~d*YC6Z=3!EM!?G>n4iG;IEYvQTMo$NLV{!X=SULF<~@rvnwN^^2uU{d
z;(ka4<^|<87BOVpt9LQD_PhlI=mf!92PhnB{e+<IBxZO-HC*-0ymu?o!KJ`Bu*&M8
z*cU8RsaYmwnOKoVJmB@BB8|wpa5HR<0N)j6K~-+RaVDwIhq6Zwe-H5~3MQW6y_|pb
zh1J<yQ3Xe;ZfnZxB4;mE<<mQsPG^1U0B9KdW4Gy<JO_^{DMZwKOvLUD1pK^rl@VGT
zTy^yxT8Xh`)g<~SIQ`SDp+?R6FkedJyo-zhea9K|j-VJAzr+CG_x0_C*}j)5WI#(u
z3CXkQWRh(>SkJO%E(a%LjQ&n$tk)|}9v&JVOX?N_$u1qSd7zj>YfUH9K+s3(X(Rc;
z;v+oB(I>xj#?0zutj^1If1rNk{;uC`E)wC5OYYFU=cPjOwc}~HaxES@ruXL%Do|wP
zT6eheT{kGh0j3N(yMMrbirQzo|HO6wIPmM{-@*DJ(_PETvzy*Sz+rly`LOKULH0(C
zvEM2t6wh<=pZ9$CUxs@qmaoOE-bE~48Z-wA!_RPKC;0bsjV4PShC{24e@D%GM}0O&
zp*gNDFY<6Mg}A^+)`55HwKS{FWz#^)Rl%r>a;++YZ^VMv7fuVu=ORVdqD7sVn?Eu)
zOQ&VQ628x*h`(4!<Z6#fge5E_9w+3^_($t{^Kg1E!Zy2pxatBtnz2F+;Q#q|<mS}U
z<0r;|hM$`FK{@_sew~;875Y)}`PY%G{py+6>cmqf$j7`u0}WAi@T6O4UTzLQ*UrGH
zZG<Rhqn4>@5vK|6hYVrDNV+%K$iwFAs{4rewgsygM8LU8>H^eu`s10y(mY0d+G&b$
zT1dGH<=E~#WNx6#%D6Y^_~*E{!;<?nz1|8+Zgz`#4*?j^zh6zM9w&R$aTU5O=qzf;
znDS?I$NM(74O6R?e77z$l%<Jikw#SnX0t^Cb0-i@tE-B@sdRU?!zt2_+B^j`4+HDB
zRytI-XF_lwp%(;OFIr{dh&u%RuRAcc!;rUyN2p9Peg$Xp_!X|dK8uFjccn=xazD#V
zkdNUovjx%Zygtk<9#jP**<{XaU^O{>Pwux{Pb`JTqF9w`Crm$r)%HeAON8X14=IZN
zyz^DyL}Xo_+hVSuYFA%2;DP@up;jY9I>F^dJklx%MpI}ndSAepe+Wzq=`{_*7L*W$
zIPL4ZN-DT&I&EfgW6tNt{uH{{7vFx=hWc@lI(Vy1$bc}mYR?se%e=s999T2vO{OCD
zG0VWf=KH*M%&WHiHzvB#tAYejmm1ZrouCpRxg7NS-4@wl2eE2Ab0(Efc$d?)cw+J<
z<}ZefZZq*j@mPBgIa?O`PKPFA`T{Airjm2`Mc55WnLm~8HE3r9U8u^QhlH1n7}EUN
zljh<tg_WNQt>n>^tg4*{*S}Z4|MV+dypvv^nV$Yv_~D#>b+f+ePE*%L$irgQ%U&zz
zazEIpM&Uo4n_NcefDxS^ovn!^7(SYQijOg@cp!$*jmXou6jPl23j07V**wxV^}(xL
zcn#Wi5yJZ%?{QAXv0@fR!|uk$snut)OH6td>TA+lLcvSHrFGDmmD;ke!IakfVvyr)
zCMZBd?!uk#?fd_#W{KsH8+S;<Z9o3!HnRF4SaBy<dW(LQmW(Bbe)`8s`izVg5_I5$
z7@{}o@d>Gdq7xKshzzD^BW)#FDtN+GB6SOJ3B%!+*WD=LU0PQbk#jjSs2daM@qRUV
z{@)yq$`*i^i+n`~az&S}vpM8!bLdAA-AC`s$XUV{YtP9+w&>2_BAu>2cQTIqgC!%U
z(z&PnIk%g!1}`)eofMe0EF@29e@cp&c>@>A9*J5;DMeW27%gZQ;7p{!CP{OEQ@_rg
z9}iSn8>~-sPXhFR8Qs~ny*y?PsyQZWC*$5y=I-o_8tLC@HK&w+*vs~~>~!_|nS339
z!jS%8Me)^XuOA{iKW8GZ%7<BLA>F-j^S3zm^(-!AF*ZD658?u@rqHHCo-9mngHKcT
zYOjx@<z)!3VdnnWZxij|*ps`5S!6m5yQ8u@hr~Ym03YSwO$iKK4^1Yn94g&%3#l6&
z^hmxP)JpFMzvXMO6U7}gK(O)>{53SrLK?voTuiN4jZ3#0$5lQ&`v1^!J+}krdq7c0
zrq*WS`q0R+BSNQya32+W7X54w(MrkxfK%9^BWG^>^N9A=o=e6kG|Tf+t(VV%wrdhB
z^?!sBaGAv55>8j`@u`I3mX+LouApB3ATt9`I=x<OeZgI;o4N9ZeLSfvj92%d-vKl{
zJUk*>1da&=j>!ZHo&YV-{LG1N*gO4#cX!I_KRlrV7Amj7>V3l$um$6z`mlgOEjrbR
z;eG9V2pdm|uq%XOOdwg6R<~%ga71X66ucmG7=h2u;J1<Z`SaP}ALIR)6j)J)k4;A6
zjFxCN^$+jqKZ+NB`gicI@nLk0V)h5JYor4-wh9K!=!^LF3#`8UwX21ZYmkE_S~HWU
z{Z8_y2%$+Awt#n`XJkfXC-24~EIk?0GwzVndk|J2Ul0(^@YcG`MWg@KmdpW#b!vuB
zGb1`?Z^p%_fz<$*$Uh_)95!7Cl`5sKwHIQdt>Ix&S+ujT;dEy8@pf=)GJdGJiVC9r
zw%E-oH2wOO+VD<*V3-r7B=&Mv5}*P3KRxk!IU!Uu!s|lvD_ZHqcgU+Tp)S}yPL+Hz
zf9bI;v^4*ySi+}R@0%vv!w)G^2crlZ?)V1Jo8o@7QC=WUh!{iH!z)vJDfNq@^i*Ic
zefs;?_KR=LzPFD*_slAupSgTVYnq^6-W`*sE;lO`W)=wPWUbei2KIuqi*Brn3kX0|
z7tg-FrSrIq9-ND$@Q&<h7nuJW3(FIH-#jtfT=(D?t-5Kr=1pu`yt=v36`6c7vtKvX
z_|7;m%!h_4{%L>pblPatLt<U^;lW!Q^)>DCTMfgXF4^{re|pSeesNd!v`^~Si>WCB
z(Knnsb)-8rW>KGtRPP8pNj)VW-PSwH{5kx+K%&Y^cDR2*C{p{=pKu^DuzwSH6<G3F
zZ0OeOxwD<mJUTp6a=#h=dMozhe48HQs{rAMavqIL))oyn8ZZ}z-PX-XcS+X7{CtP9
z>6L^wN$3$zeaSsRq=M_s=dO9p!=iDSq6wK`?68mdh@bhcW>L7%y_3*f!JF8sJ2MH)
zG>9i=5dPa&X`u(&s*O*?d21d$lGf}>5{fX5Sy#ZqO^`a0Xe4k~16%1X9Y^hMF-3dc
zPIRw=?Pv=s7J#}ZVRB4_E?V^gIh{7^GCHJX7A;Gq!8{KG?Mgc5sX9agHyjKYG$9j_
zov1RZwm`%JqL2c!r-aj0V1d7?<;orMv~9++En-Lb#}DC=5qvVnFuuC;yvEzl0KYCC
zS??&wB?O>&3e2STyyaQ<!VY;BE(N$#^i^1@gDYSvRq>RpSI~Rt_vF)}C;XxTXYj${
zd4>&(X~c@E>A04@jpWGsFH%I7NYv98G^$42Lg{i0<OJ1wsr31V=;yyAnd0Mka^e<p
zX%cvQ@TCRB<exsi2IIu?;dcYe2Vq-_X`=sK7v5)kB&q<>&~_y1{@y~A6ai^*TFe#>
z6%4|Yw7UUMnZTGt^G_c7%xhpT;PsVo2pTyXX^&8!fG-E-h$kNM^g;0X3h+>IWO)6x
z??FB0v~2U&1!w7@?`h!xMMUno#xZ3=A;+lMkZ*IL{_Hw_9J-({fJF?&XT&IYh557=
zzt(FZZ8-D`mWYm7KCB(i4Iy#pN98~7$GjD$%mjSzk4{;6`BAZC(EfgDZ}mvp-;V7N
zfErUMGZS&ofvt3EvydFj(qzIO*?YX^s>|Gh1!M9zkz#)r%xTLDvD7kfASl2A%Hw0U
zi!^Tq1QPMU=-~0SzgllsE<wr_BJt%st4Z?QX*;kGfLO9NX@LM$bE;Y1U{uTO3$~fg
z5hmlY9O}z0mNSMw8~OJriwE)=l~%B&D-Uj{l$qF#*F$O_EuBiMM(+9*SCg)oHs&(y
zA$V3j&}B5TNG!U94dVVeciB!1DXu^b;ll%xRWR4pE42Z<#sInbSQ9Q(@QjrCZA14(
zyx*!Y>hC~k0O?Eq%x-<&*h$-F$Gr_iMG4E-(o=vWepY<SyO_qG_pucpl)1lJZT#!S
zpLJS;-_A`|s`fXijx?xVpc%0inM!-%N)tqsy6B*Qa3CmnB+L+Y6WCP5MIP{u3J)$3
z1{VotOI#n_Y81ZI!1*lihr|@g#TUKf4L2=A_OZI-+?OXqAc`0t?`uKcW<d_mrhAO2
zf1C`b{+yA3V)iEJs0t%g>!;RsSL)R?t1f1nXN0rZh|}x9k3JIE^s&11qbvmx*7MET
z0L4lq>i`sMe5&L>>~1rS5+*Z%_oeI4n8tbLRTP6z9IFO@3PvcDMT370r!@H2M__kB
zOc<&7+^U!Lq>bE;lZ`oP$c@5G!(&z&-b!#G9hMr@D}$kc{P>r*s@gNQCw>1wt#6$s
zP^*8CfZeK`T>0_pKT}JK9U3Xd!$W!MzAex5o80_emNK)m(qMDVMs9}8+=?N>V?3Av
z9nTI|gUrR}=TUqffU_qRLZ*9#JBNAyHXuujI$No55Hd}eYLbZ=Nk5@$78<k`>K<fi
zOyGZQ&+DJ1bqHawl-h1ir__uEe)T?b-eeh=NPMVu`Z1}jf%50cD(bA|qq7+@y=z@p
z&cw$W?(FY<=IAIYHm6$0P_$juso3~J#e3}rM-pGM5zeSGGH|!G+ZR7q&di$V$CSas
zqpD95g=dPdO<#K2V=7=}Hfj4UKlrwZZu?zSeIzb(Y}nYphA=lkeMiCjI+^!DJlJth
zDcWmi%3Q@3)F0)C=f6Z;ktrusrn1s&KcVcBqtiWG6a$P+OjR5=Lx0!a+$9nWUS3#3
zO`9(Xk((*-8zkg@2SsWb7i`x8p6nL4H*rXbNjIawkrWbPy6GNU?q<tvuw0aMM3`Nb
z{(g%mTDphpWxCv1&FeR7O>U~(PsUt-t9;|Fx_R=5sZWuta<!Idg^a9*@;NElR!O-g
zSpl+caNSGP0Y=3abT3CehfXHNXWUS{$Ll`>Kljy3VL?5OQJ_04Zczk{ya6B3#?mZt
zK(cNi*Y#K=|1AK!Aov%xS5Q(x!M_BLP%6U^Z8DuBbOFvX&-Cc`sg4?k4&E;y#R!u-
zEyx5xhZ$@wBAdi4Tu4u9QT7!2Sy+9$b3VL|w5okrR)<6SjO?&swvwSCOW)^!5=Oya
z2R=A$MyS;aDnt;R)TwlHsP#UKifW6BdTWj0?ENgN_UrY<<kgt~mQK|8=YWwNSXuxZ
zBuO4ZgSkl)6bb(jr*`AC;9b;d22$1;txu}Lh2rOGQobY7&uriSz^HkN<0$SrSO88-
zDQdqa)NxHHVqUC~;J$^(R*ib7%89Y2HjC|Htan4f0=Mp=u68SnI{86`3a%u_t^SKo
zRuM3OJ<nwtrDDmtPP=;UV~#d$*4p02mahKSa2zB8i@wv5`DFQrhfW?*AAnIrGBl}&
zBvw1m?%kuc2*Dh&OYXezZOPT0;Xy>)A4R!;*AoR@KA?Q`Rj}>}9TKD^RDw?sTbm$z
z9={0j7_d~Oor&W9B7t_C+<n%tO<g_gdOhx&UM9|n5u#=$BMJ$gyV&7wx|v5dGSKFW
z6<ZOKffF|38Y};ODJeanE<UjeqyDg<Qgd)5U&?pH9wmUgc}u49q@Pl)Ie`%!rD*G;
zpY0%C_G6&V2N>v23gNTFFm>xiIhAh<VL-``Azur@DF9gA+4_ar=+Hmx(3o}v69_u@
z(C7%oqA3{#xL=zVsDX7tRXl$UEuL2d3KC-tcn`!j;!n*#{ZwG6686v4xcUPg!ykBV
z4z*`a&6JcHm|I%Q!nK<n!8BtJd5UmlF{2KA9~`P-R5$E{vZ+R5OAk@c*1GARa$g39
z>p;x$(+;gP@USj_$g>7uJKt2{T{mXk&D#4od)UYAt!910-|WMwUl*=xX@uJN$W>0P
zqU!S{uWmIP6ES_R#Pa+u^-HR(4?9g*&Wc3Zn!H3zZJwW#s`$n8dP&jf0Rcl;a_i@&
zX7+-4EqNOLl{M`cFTD|FZN@O#0X-yewmRmxI>z8P70yFvGx3cxClY1^OU|c78e!v5
z<I7$#QzqB;UUei7-P^@%oVlNPTT`gecfj<h?1J~_jb#I;aX(9vfdLXI!_xgF(<rkz
zV6QZxZbdcBwFSLEki|BSE>9k$)X#_p{=RhdsdB#N<s27+5dGv}$>NXYQ||N^OsO_I
z;pyGAk&5E8F-*k^kWL|~e~(m+&k`k0bshgGq-mIG3&O%fC6^0%p(4*K;1@&viaXvZ
zdfM&VmRtUoTl}(H!?0&x&*S0AfUd>|P5n<_kO)p^9Qd~Y=3FtH4;6&9y0AnSFNl1!
z%+h~Jti5kNcvb<^Q|Vatwcsm|zX?y{?4rKf;Zy8NQf^gnNisihN&2y1H@c<h3lT#?
zuFHudA6$<!Pj-=P3C6iulXc@hKaBgRG<NIt!r4x@6d|wF95q#m%Yw7w&vM9(+|DTI
zO)Yc6PH{8ot(&m2jx8NYcvKrXCl&LIQ%@Bhj17zO71nuzB*9Ln;b<w1O}~CNH8(X)
zj5l?U|NK4P@q2u<`^DOm@4IEQ{^pDtMPVDMBFd5UZ=YvT8&mcXIR&&`bQuiubd3l!
zDp(WySd8H4^Fmi+Mfji4+Q_M05ZesUQwcH`R|dTUZeuho=ON8W(g*V)IHd2co>qm9
z72Il>z*eSxNb?Zek0HK-oTt~7VnRki^k>mAa9y}wB)d)mQzRN_%}hFVWbGJIqa^_c
z&MU8Rk%^<<JBXNJNvZ8n#Zc6Z`<Z0z)Qy?2e`oA*wC`{(@!zK%*f!}Tu0S+9L+YgC
zNM@n`exr$*f@O!aKDx||GN5pajdqcCp6)whOB9Ggk^=Z2Jar!u>DnI9C=%s(rcX@^
z&|tb!?R!!jdS5#9rr0%}e@n-O<e+z&J2XTaBw~rTZ<f91U`RO-jQwNu{BhJNbs@n~
zUcUDiA<cj<C0NMk%NU<wDGu)EvgXB}2lrbNZ2A;fD}Y1h>0E-`*d?&GAyB@XSa=pQ
zq=cA^sTx(J&~~64H3ZIUf-!f8f5E0PhleKG*0q8jmv?H#&1q-W^rX>eLp2NIeSQn$
zgKy2ipzp(xfS*EBgmWZk46SC_W>Gqg7!V4Lh>OssZ*f$sz#7>a7}@FfEb7V6x5@HI
zycL7a8aeHZe7d=ZxV7@q`F!b%86J7%g@#cJ!;|KFF1eM4^dKC|wHX?+TtqJWxSGB3
z+Sm^qwixv=?Ej!=COQ~fMBD}gHGkebOrJ(w1g_G|13b7Y=tGPe)0QXGAdr5Tse(}N
z4^*#i*)FX!YWQ(ar?S0G3*9V%O9n@r;mMfWimr&~>{eKX6o3!c-9?%})~#+&^9T<b
zeUq&%xow0S6Q=&xm>V-4DT`A4u15Krv(;va@7K?(3kT0nPov^^te!xr3Eo+9e|7G&
zo)Qdm|N3Eibi3(vw>}6m$p&#fM~_}fV~XrKpMqO1KFq8<2z^(B5T4jaY4h&(ZCy5Q
z&aaEjNTdm>`ZX2cnz_(uJy!TWFtEzwVb0o&d2g%X-@^AE`jho)!_^lDzG{uvof|!N
ztEKk05a-Su&aG&7#mx41O=mkr&Su#Q&FCj&wS5-zXpR@&ZH_mDhXwQT>1Lu8n01{K
zzT31P{cJxvZ|mve3x$Y43WbGabS{O>QbJ}a<mo!q!@4_%6R+^!6i>YKjyH|=&v<yV
zlXa&~e$=P@p#1)T|Lt_hfAdBc%L5Z_sln^oSW)N<GWc9s+Jn8B*<n$;NZfE5Ej80T
zBbg3wo{`{c)UGT%w?n|9Tj4>xD^p^=P$<B7gzUgK*_vgOLa~3fBDf<z;7jvhIC=%^
zC!|W|?1oT-@P!|kcW;jrZ(`rRI$2yF_g-3T0I`4NR*cLE9l3b{WR$k2Zo8A{Wx>a4
z3#0ssjh9;W3?dDV-&LQmoGr6f^4h6oTQjp!4c36V%)q%H4tU=L?t+<b(UO^97>l`c
z3Umjt@yg)SPIgybVemK=;C1w)Zz)s5XPzKdDYU6xe=$;JRGa&F+Cv&%CoaPmW}Lyv
zyoXpa9l85~+YbF0P^fh$mg+8G(NF#kO$reMBuc57r5nW?uV0RRl&b_0>qov8dY?*P
zHl+7OHIoQDvEX3jB1t!#{L>3+8ik7K$7EtK)_Ua7#KvfYhz2F4U<xcLe+%p^>9pOR
zt5mn7?jBAZ^8-ygFzdp#ehkw7G0C&-_1|Y7aaPpK!5JEP=>%al@@)Qj>H~sz9CuFt
zQQ`_$qxZ|W5sq)O(AI0~e<pJOL%-|8I0}9ms;0xWDY`qXa7_L%9oL)t7-H+a_e9;t
zd-)M%2IMqK++q`%;N+4@zv;0lpDJO2rxRji29Vru2kzRw8J;as5@8J{(ulFh-IcF$
zAMzv-b}E0Jo$4wHI(3A)QdpXN^S;anjoUYZYI4@~+<)k}_ZwYq)VoYEyu4xUZsvO3
z&)@Qju9?MQe`M|abhdl_cH#!xC0jiHV3H!DjH>_4V?5haPB4y>qv5qK3s<#z)RRwX
z1fOD7dmUi?Rx*Lvw8E&^>^sn`$6>@B7$3tH2x6W&og1F;+T*gy&vY`~9>$Fb;!GoD
z6q}_<hG#wDHNIFf+U+YF@dJ~NTNbO%XSR^^#H<bRX|vu5%ogA<KEcSD*F=+<fZURR
z=kZ*pS0w99yIdvH#m7_d!bo)zY>Xz+B{L1>m|ql(6m;h#s6B5Mn|1r}6Qj~nqtg2A
z3i|{R(+>Q>J1|VC1#Xj!&CmhQ>K{Bd_+ZpoQCdvcfC1`5G^2AQGmPx^_B+BQ=P--o
z4ag9Q9SB`rH75Ma;+}cFo;)MaWhfWW(rP@C0OrQGEr1zF@zqtyf2^u*CUr(?4Yj-#
zZSfz~r2Zx?CF@c3C%+G$05gzx^-Wv!-Ahbr^M?}?)paf-C$X<~Rz3B9l=qKkCtdnw
zKWEA<`ofq&;@!b>+>bK{Mfdl7#|o|vCh~MQ%h&Th+r|#-Cv9~~%)Ev|f^JHzKfgT8
zwT{CcVs}AZgxcc%c+kzu>=ie)&xk0o{&oH$Vm$>RhN6n7cwdFCW^@njb~87XW~s~z
z*>UM3MQ>oRaOaLRPetI-qspIEJta$2M?{&{8r`qz+&$BGxU6cOXTy1;8}I*Aeg%qt
zw^iFk{W7w3<$v{ma6JA9^(m^URm~Wk|4zzo(VMEV69YdAqT>BKzf-?XKRRiCdP+G(
zcyyDa*aPe?L}1rPFubsI#p^Q!7f=wj`HAg_ApTI0V$<60e5D&>R7TPM{qMX|9LziZ
z2IqKV7x5MRHZ{i{YmOOdT1LF<J_jaZd(~K%tguwNBSJwSH=Ez$Fg4R#1#lP{jlx!;
zJazk4dq1hU1Pb$$BiQ{tgbE)>M*XB(Ten;opTrQmn8{{|{CI^ts7^dkADG}zAAyKD
z(s+zo)_i?}8cNZwtJ8M&_2y|5f!*EDEX>N})osfihHpR4y1>)N9^A+sDS2w6I@f=-
zePz;{eWRR;5BPhko|2dT=Pr-Z72ygc)qn<yHm>tzb3jJ>jmR^ShYu^yIeF;~zXwMs
zYwdl%bItN@l<$K(um#mG^dZR@N3fOBe4=!8biBVe{V{49CF2f_2xsm+->PrHy`h>Q
z<o8}|W1+PRp~keapQ4$3`|&d_mx~TA134uxTS}H9p5(xaa!Ez4{zZCtTtab}VIKyn
z7Q{Vm2x{)Yu+xuwS}%qI#Y%myKJmL;;;UxytP-<n|Mx}o@|UEou&{=C;yt9tQrKXU
z&YBJW7G~;w^fY1aV%{kW-XQm?)+3YH{h3E`P8WuXUOQXbJ+yQJt#EYA_P;eg^WXb?
zxBiai)R!pNQ5lu-vnu1l8UwN#<C5o7qPrv3yDt5aZ51q*5F1Ql?@3Np4=3SSYRl$g
zB8v%ngHN+=l@j0o8Z1h27=7$KYU?~mR4iS1b$iVGrkm_l)l~gKvqLkpYO}!+vvC>e
zClVwWt9(*t?-w@PZRkjVO<V#J&gQ8N_h@N)9GM=0Yk!t#TYW|Ger}tEm{U)jf|0QH
zBa|dt+c0w(86^5RG3KG+kw|yZ@3oHpfEPCZ0B09v(^q9``eV(+5J!YhpE(JwCWKeN
zQEh2TVTUu9d=u{#Jo`_kwk3yxBk}F4{>wNt5>oF@x7e5p1$glnx$HLvNd{f-D)hQh
zD2weUzeAZqlCKhtPKhD^xu21rN!s(BJXrzANHSChcacUY4N1nHgf^JK8A0_75%Bxx
zAfY;Nwmpmj7qU^|5agslT851UXfL6frWE7`8ghu`_%KODe~nJW<I3Vae(oUR&d9|%
zmArVUb`mOoL<m5&AWVu)IH#{)iLkmEar8Uvc<2&?k^#L?yuo1~(`VV)5GQNCp6h2p
z0ZthUkC#Nm0eA^tKN&-Y;gR!}2^Vj9vTW<#8Pw75(a{G-14VH@Lo`$TSw`qBq+3$r
zTU%cP9pgtv{t%-^I7WzL6v=0Cn%jiyU+(_a`X(#l!qAxNm}x5Dl!_@ZJyv9@CVbY8
zHv)?k%(A4obxp7#^&`Fkg4ota#nxxo&L<MAAsQL0vzWtU0xMqXmb?Vlr>j#|X-sjj
zTPf2)kv3#z0=f8$bHiVwsZ_iJm1phQszVL^i3wvBBXpSRz)W?yoU+2OVQdgK&`YYO
z{zy*QzMKZGr-6hE;ImdxCCc-Yk2`R=)mvXv-z(p}S_Xl@_3n+RXQD?tr^J05vS&lD
zp^?8cfW|+1?=PQJWc|@t;3>H9QI-O#USkp@u-%}~pweh-()U&$FuZny0?zthAP>BX
zJX~s>1sV0^k&%SYCkO|aQ1>Y!k-1%$y#?VBi87<X80~ANt=1{yo8`4myHIVb_I34l
zj|VViNix=H^z+3+@axFBeSlNB^jt+nQGTma8^SwT`5UK*i2EiKlani#es@<qUz5$f
z-H+ise*)x*_ImRSI_T_`hm*JVx#4%A{ddXy?2$i})%!5xtN+V4Y0d(BY4LFtPh+#B
zW~{Xk+~4u2wsK{+ey;L3ZfZq6=;bWTcdf(vc+_O6)orLbapO{U-5XKOwdW<j8(CHE
zqgE#cRsvN9sXh;;qklBY=W|(gvjl3YllRBr^U@csdSZjlDeruju_Z;nnvr*isDCX;
zdBl2t=Qp{1h&el<l>3~OTwGAO$`P;P4*Zi6lW&#A(Q?bMZr8Get*<AYa7#OXst!x3
z3~RBBlu(zn5GcmVNSVqItWy4kbFHCncuw8dL2q0;_(aNb^<p=8%2M=SQlfw&u-Gz%
z*j~eXfvg%0dCSL1fQ|`d6uV*{_prEtbAAf~A<1wKi|)gikoziC$N#$JfG2GZ!fdG3
z5P^*RPYf9tFL~VXHWddtsZ8R5>$ESoOk*3=Ln%C*m3OeG9{n7zbXcmlgF~+)U+>BX
zW0Cak{7Y6A82S_7_@)G%`UgmZMIv2GWdc3;K9Rd~Ii@Vs7!~EQ+I__M1Xtk}On~>w
zfcML54|vICP}0oUZuHb!Nebu(5x~<@Y>td2CBe^h7STCpLc8tX4N&d{Wux5;58b;I
z+8T7wsb25*o6+SPmqgPM1fU~sA!LHgPlI}55rTljuUg0w78C&Rsr4jdSOf_(JUL|A
zHcJz-+qX(?G97y)g?|;Ll}pLG+KlnE%QtJ$&m;LBjztfgGzS3)!}y@e#^5BhmCfzx
z^ou8{N&i{xAz(J^;cTfuF>(V<w<FU5Ar#nKI8DFlQYl6{a;b)4d33O@X@qWMi=oeF
zf7^7p;SFxs0WK8kiv#5C#f-;{z8{?%s@ByU%v6pDfk%D~!LN9fJa@vi-d^5JIPtf!
z)IL}om47uTT}42pa0QIUyA2`w*B|!z^sdh+7Y5c)-H!>9p3MAk{Cd6FAE$xQH^mjb
zR>x)?6Dh_gV;NpcTZ-$H-vM2P`NkQ^i@E#&$bXEsh}}lOvevZLM;o`CVTPGBxYJb7
zqoQ<#0_rTk*YER-h5wCTxITM|@c>i1`sUc)ZDx#3ymGd4>dMCeI<l@!clV3c&fHr(
zSEYMX%-)`n#oW13bMuDAy}L?x?ke1UoiFucL$=4U*Vv^!u2h8^>?J&vnZ%sy5IsL|
z27VGcJaLJJqWzrG$fR|VDP1=F8n?n2AhNdvyGg)n7SA>uic{dwrVq=mMz-2u<-?#y
zjP5rW>`w#m63UKAbI(P76@iNffu0`_bfRzj5fW2Z20aMAehAay^z13L2A1(=Vuhx{
zS3oulWS5{T<i4@XXqQsQw?m8BF_9XiLcnm+h#X96in!9o_T9ra@%ViNi9&?ZFtzL(
zZaR?yyN6@bMTe|I8xM3qwsRH@z|ynp*ACA0@PioYFV%@L+0G%+wkc_O;x}}ArBq9)
zl2WFIM!|Uz-Ywlzvjh_&B6gdtjYH(k<z2dI!a=e*xD`dBUiig}|IL*|*yga<=d#-6
zvo7Vt&F96==fy2HR<dkGGt8yUGa5cQe-WdwfXJZ=W9-y0E`Gffo9aUM`dO0a<z4gZ
zYi`=dSj*eDuNhx8v(jzF-l};|8g{%kYI}F}vBi##&(EmfFw=ML4z}myqq2LpMda`5
zTPQI%Y&{qbKgr_xuL;nBQX|cF8cFRi4RQJj(D2~!gtt%aMg;+Ni$bfWq{J9@&=}~Y
zx&@r8W?Fqu2(mji$J}uHFqo+FG++5g!?o(>_>SoIlx^ilzKGvk1EsaipAM*RI{pjE
zI0_jwL!MlBxwqVk&ln&x|9SavDSOpzCF${<mAkjq8_qp@$Y8uP_BCTvuC32I!1`NB
zs$fak?&icy#5c=5-Qw8vjDE%YHTxOKk~@ekiY<i@s0JeYKHLx3gDH*XxBmqmvFMlp
z?$`kCm`rM;f1K^$Ff*v3`*j4A7hxC0go@RxXxXE<FVvaKC%QH7y02@#xvBZ&laQnn
z3f6&|J-7qB0`pqYTY-yN$3{^&l`r2hwbKvW+@f&`vwXbnECb}wEQ+x12~X@E&MAi)
zl1R~hL3fW#_XTUs23^4sO`oHH&DY;KOyS(1^0|JNx4L<E*Fjm=^r_dn=f0SKS3HSq
zNS=m0q<fg1A2m1~BRQPAYfG`|T<1cvjeb_FSW=1<dFR2?Qt}BRMDsd!DOliHm2v9V
zz8VHno^a4ef<g7S7`~@jMSgu2nM@&dpf3hwIYb}QiE_|o(?uA-Vq;kO`GpjM@9#zs
zjEuUhRN57llia&Ra>(zkUv4B556O|vU!69;%#Ux#-QASFzu9i(+F@RL%~CqfvQza_
zP!~>i#Q#E1pm<04HbOhD5_DYz%r0#uW;7oM#ch(*>R0ASuPf&|E#s7H1xo!?ES^@X
zFP+tzlhF{LlUE;=8y)M4QdQLX=#F1NPQC9PtPOP-eEe{<U9(6AS1^+{NE1{>n`CYI
z{c}OsG^C|ybg(FbL@+1_28D_<s7E{ktLy?BT(4OpyEvaMiXL!3j5C{KUt>%_u**#o
z7%$0n)q>)b&lef!%>o0iB6*5065do1_#d<W9uX+{s_jfG%dsF3%|3{kH@_nqL>#ug
zyL-OKMNt)U1^pC`Z)byqA?-OJi4P@j>;usx1lR7FXp1ETM~l&Spln&UZycLna{p3?
z)@h;J!XBX_aY(l&`nQIO|0Sop#AKtdosIMU6x#A*Js7K}1_uV`7~<C4UEh1U)X-|!
zG)&Rswj%Rw#j898!DZ7`cSfu3jn>>_951J8=YwiM2HKc=UKP`-_l9R7z)b*}W|9{W
z=hJXD9jTb<d1m$7aLy}b>Fl;e4CzIHRY#IT)q&7*2nfe=W#e^c>4UlG6M7Mr0rfKN
z)nM+BTgY|DyC^7x1KxwzyNpf~f&YYP=UYRW%gMkw69V2lnhW_}0me2BOQ#6meE?ek
zPgfdDi}MjUJbx&8p`<Jjl$A|w96I$H<p^Gd0IK|Q$XRE*8ZL^I37;)HqgEh(vFd_c
zm8KT-XQCVQCpXXgYiJq_4I%jIw--%mJA@b&-iu7f_uA*9S)QY~r9EC2?qIb+9KAT0
zh95{&QgHsF(01d{)*eds_Wd6U^rB2~J&yImD0m_3zBJ-Mj&VyWY?P@LV^~gY>;}<&
zx$pXK*JUDRc%)E~&mv#$2)m0_8TGX6z#QD4N8jfM+^VVxIU$Y&judU<Ete+3+Rz(K
zp5AP&x=;a;U%GD>oH7983_42-g10;(m?A%6E1#p$NTCbD@4PP60*^`Do^vc~FdOgv
z0gPDqfn+ug{C$TrEyP_fkzXx9$#dR(c)7f6d#~(A7f5LbpW!`pmt>j)hQq75XO=pC
zCI7>PDwZ@9+Oz0M$M0u&UGX7~vf<+*zLmx6b<fbq6clJv{RsvwjsG~*ZHc>g{n1i+
zJnH6}nRpYcRLV++cbwu~Ge@nNi>~8mVNXZPAspx6c=I>wmKm!fX&Ym2SH{GcW@pA}
zY(1XPY|$Cjo2MHby5S08ohXSKEz}x`Gs23cyjeaowxRN%``v5hnvYY<A}b{lNJtIZ
zTEsxJ9rheFFM8@`9%OCA$~{LtviwsJR9&}Y;9UJ0Csk!0&xKrCd)hN(5A2iT$d{*g
zN-i#1IiIZxs@<~pnCX<&FHPVExqesA<htKclo^oV|La!>1f`RLO3E*-0zc3(aUNkp
z3SQ4@pnr<X+;7B=71jp2ls$Y{ur{M0(6HglatqO{c^ZvkP*>)hc%!QsZ*XMY(fpDl
z)XMnO$s_yuA&=~aSE%Fo@NKGjm=QT*ekhuw;Vv)rH+dNRlT~jVO#<on_*UuCrJy>6
zqc`E@Q!;TU_D%wyH7IKf+g6DIfe!?BxaP%ve29`aj>BlF9xS&=Nx_k9Z#qRY(HB!Q
zc_2(8);A&^*j=MoKci7pbVD)fP1Svv{D!_Ek(EqmnOXn)3=z1T2f?EZ4t;Y+RVp%8
z_4^{ZZ?Q>X4-^QJ9ykerFz~qnZ6vi!wRkwq_BGIQeU#3T90L;e0bIBk;Wxv{6XCBM
z;Xi1j)$aJW)x5WPd-4*;i52KmWBCxAhN2kXpxq{LB+;;B+T+cz1sstLRu*JfS3^|*
zFgsD`xsXF{ObpkN`4q2{c}!^*j@0(m?h3jf1hlaNi|e%j=IVf*H=X(Qc+)~OoB(<q
zt|M83s-WEnb4qYG0*aYFGYy+X1>2Gry1FuqjdlN}&%w_r$Yzf!I}K+MK}ArUS$8u&
zGo7L;<O9NX8YRI;E&Bl;ft0@Y0Ki+H?WW-{&}KOwj;J}&#hs+rtF<6BFJ$cB#0}m%
z@kRafsW@v17Wg-m9(2o*KUR-hxaWNcDAXvGRxduUb@qF&I?YMwSK?mT0-mmqT86SG
z{GkJ;zUqPcgpzRu(bKM;i)d2{mfRd|z(4>-+;8Z;|JqZF7Zaxhm#mgGL~7Tz2Qx~y
zzBmVKW;ST5^!v&jPyNIwtUZ!`=(FnKSwHsGOr`dd8x@!z7;4bTJG4Cx+o25C`)Xhd
zsC5oGjYfi9apjaLhURzW>7W+iC$O$7ndl$&wCVJ^`7Qjb+>NQ;Qm@3Py}RIBo+7^e
zVVSa_0+`D;`2S!oP<D5toR48w&=r3XU#Qv_s1I;0`=N<Lng2SJwukgCD~mbFf3vG)
zpa|<VV`}e$nE9u|UAq+dlv{7l%HETcekCpa?yR(cbm#5l#XW9^XPh|~?ImyKT;j?J
zw-;j&YxB`3sKQ{XBxvMBV7Q!R#SKJB=*N^{FvAsYVvnDbMPkyflZi(#kMitrUdAx+
z--m|qh0Q=eD=K~Bq0)%xeE#=NY}Y|z(?r{ROvS@TE?K$nkW<Zgn~5a|+ltMOLh-`0
zYHwB(ExWr7mRn7~PneNd@FRRmW0Q<$a3(*1CpZ{Y52F%45hS+}8dl)e_^u&gNq)AU
z3BHQb0km%+SvRLk>vdN{q(`Dy)#apd+cO*2oZiXtX>E)Iy{o2J0vWQB6p1^NjM0PM
z(iaITh;97AV@^px_P^!*{epAiwE&QIM8!)KWrg0LekL6&-k`y>f4;#r;?!Jy>C)5q
zxJ5z1P6D=H<e99FMCOZg@~^sTGrJK+)aE_Q6J7BYT!A*#Bq)FhoEX+jg8VTcovO%i
zHvSB#A+*oGmXp^NjDugbIEcrru=(HR4>aKQO+D@2c%B^MG#qXf0VdG&(eN-VIn&@@
zw#qm_ArM#r^VKeaIjpwGbq!X!phR}M$Kucq_5QoV`&xe~r0Wj~*g(9gV&z|6o3|{h
zmP?&gH$9*LV|@@1aKF8DY}9+ZMgG-4xJu>2tuo(zqt=09#AlAt8M_tMRu48&H}2jD
z3Jj{0Es>lkV#=<wDf~6@Zs_j`&AS!z+EITW!hhZO<!*fANJlKf$>JLaMU~&0lIjK2
zP{jB(qjajmMg^<8W&uGMd8}KyK4nU6)}PB{Zq;6jrRxQbP64-6=#mxhhu#K2j)M&T
z9wHgr#gE5rL8%IM%Z)L_;d@lwmw1k8LLG^~AJ|{9D-XJYW>FxxC-!6x6$b)&6fie(
ziyHc^QRswjUD@=Iz!Q^*1x->mfQU=b=2c*(YqPQ5rHk!Peb`q<bs;<~{bu#$gm!K7
zA?5ooZc$*seb>Q7<JH%K7|>Z?1;uiWZW-n0A5E}I82B0Q`y4!#4(Mt%-bAt7v^pz%
zj8j@gyItzOXd1CCK3T_(5BeLs0X0*%TSI@D!p{rl7DXuZg;w+KC1|SJt?@tm%A{^#
zlOF*)pm<q1{FOXDS&OVA!AR<MzM*mS|4}nRAez$Hw;Y_ftsR*qoQxs=Y>zyGomMpc
z@YSg*>^5?F;MKhHo72y7)eg-(2AA&Buhoe=|EZ>C)O~YvUF+JVpB#Si$L+z@^HJi8
ziY+YXzIXlmgN(RA%wl-`^vy+=cGmnen-dcw>FG}D9@O~bz$p*CipP>pY98M2w0i$u
zkN<9aTXpl&)Kp!>fIruECp}x|EB_7gW0~*%;}dIslH=RgA}7){FIGn4OoBE(lDjT#
zM^(=1x-R%zc1T-xcx$9AX(j`g%AY)+PW=NlQ;M~un&ZPdt0$_G7c$s(+w^O-v+l%y
zb$avrNit^Oo(a{u{3Da7g3Ny(i~D{MKXUJU)C;+y*IvrGU1-=<_}$*?!DohYCk_Ma
z$Y)=pyuBj5y{<m{d-*?@t$p*;$$}S{JS9|Rd0JUH@9n!WXWF}%rwO!d4ZW|Y>|6|<
z^gnPYK0J67{U?Q6U0UW@%AK^-yJ=kawwTV5n=BGUk+$32ilo#PI60K4mcEThon?`B
z&oj}1hw*+^XwlPd7u!ONbdj0W_47i{H}^|)_e*^5m+04i6}-)K@Z7PeV$4v~{9hqQ
znDq|*cZ3c5)euxN5pm;uWaH(imf23$gB|#3#<S=UF*8~nW&o8Rkm-(4M*pS%*ZtPW
z_gbDBMO%>y#O4IH0^$K?`3Q!Dzej_rrW~k_COus@!uh{?b3AIkAO)l-F5u0FFvvsn
zZc>NBBt%!vPz=fTSTrn;HAFBhO9aVYei1(`npDmmB8<Fo8Qm@PlT1tn1TogY+VFBR
zy9=l}A;7yD%2GanQEt#|f$AH@Z?MMV+&XqZ5tscA{U03YEJ3{tuo}{_C+U|N+Z9;-
z=YtKj#Xh`=Cezgj76iZzn(0DZ90{q**gSd&Au^9Dta@XDO7lDT9f6Ai9Ftp!0x(Zt
z4To}usU;m2^cV>kMQ>hyzS6XjUe#_NutdL*krlMyUmJZgF{AXf_U(DiK5FIx;yD*Z
zxb<35D`>cn!J(Vw1#%g$ebRIAeGv^I0kfSUy<XwzAn5Z13DxK%i<TcsP@O6yJaLf;
zBHZhF8we=s_E3fo!CPK(+a7ZJ-e(YQ#Y~>r&?XL9WcLi<PF-ovqWxyu;W3jW&A@H{
zBaQ<Wv2{>G<|uZ?M@iL3L)`YftY@kjwha0n&CP`@{lyfSl;V{CQIXsEbI<Q31yKdL
z3tSdY&Q?L_`z?IFR&U+U`LK1@gN+ja$XrzAOWf%7ZN6+Yjc`q2!*U7bQ~u&d%b$=&
z_Q;vkh5n1v1aVoa8{u(fQjE9Ef1Yy2&nDii8ZbkzqV112dK1Urtko%xUEQWjL{u7@
zP{1SBnD7Q8^q361iFK2s-ZQA0LOE|U%Z(!R3Q-u3<aMRp#WGlW4&8q^uj{a%5?9zM
zc<be;v@lAp;+BP@EM_WXhw$Qi-t4c(RNcujuWHv1aL_;f=(BMay^cP*hYfPwt^5@q
z9$XDKMyV#-T1Tjwk0uniy2_2{dWO6EeJy3M*Z`WKW#{@|Lr*J9?LIVk`DXr^v_1~a
zii7E<Bd(KZ$O?Vs<5O|X$D!$nh#H~TJq@8Xe>J?_MwY9+L4Eq^<0nA^OtarkIHqKc
z0=^O33GN~&`%CY-Suk(-j_jY2#;OxH7cVtTVGd64+o*(44vfHSl8~xKRDgHb{8+Y9
zTVB29#r^K`AEoivG&Ijs=G#eg&5mKb{+^C|Gg*npFv2E^m=n{u5RT71q~umpzI_h#
zw)fxc+MAS+3U5ScUR4bIa*#!(7*S6~XuWPyvN9fb*(Cp%4m}i(neq98<6Ord5!_ob
z8n02lD(Xi6N77k`HT}L{TyhA=21v(7r-UF4qohAdDJ|Uym^7n7=@Jo1K}uA*q>&J$
zq`N`788Eir<M(%6T<TvSY`mZQxz9PT19l@fNIFA{gCh+>LGA$;<V?5eZ*|adoy(fE
zwCC3f<*?}E$n3MtM8Kfj4e$qf_<7leih%MAF288ad-y94yLItIuQsUdKrm~5h%qd;
zBnUn8w*!S#x!t)yN4Xf;(UPS^aji^%Q4A3x(dm?WL3pv9{s|=?up?X;pSKGvjZ%bf
zttuG*1-T@n{H>HR9ZY1XKo%?>hlm4~47<c@hIa`6KuUrJU2NR^7!g^LvjYNBq4kKz
zCrCMZcZ0r2dzl0L>7@s#j@{;nnd@7VijOZKuStm!K>e6yb*sClcm=PzR*}T0a2<5S
zHft@z54Oime3~Dv!GAq(pvNte;SevXII+RC_F}+m_zNz<K>yT6EvZ=DDq;WSAA2og
z&J6k&5*+;?+J(WphBEiJfM?Q|vOnRbV|PWb@nzpVOLs!WvN)Rgu?7BQ+=e5Y-#P~U
z5I61H9Gt;Fj6~@+rN4SQSP}s#tNdF>wC<hyWJqq8Upi-OJ_wbaRBA8ub?hRi4f-Lv
zbb-qEt9otQinL(o2b}ohg<qyjC1yCf9hBAMt=cd*UgmLRsKdg_TZ@yHZzwBSkLq)m
z=AoK(caN&RfHmn?;T@NS%`P}t+!EamhK#&rlDUQi_niY1<GjkCbdvX~KTmM!qs0i(
z#EG`Tlu;<@*Ko0GsC}9kztH-lEP)a!6a5Pb;N1NAX5`40s~}Q4nocX)L5qxA>o_91
z(l>e$p0riD{Ob?<ak9z?H9pm+raYC*Q2eJ&*K6(yRE`gGn=%SwE9+<92)_yff;d4m
zJd78Wkeq{4DiKefIZCJoZ0(<vrh30yj2m%nPxdinu_y##2pGm9ECC_3)VeH}Ca&Q(
zbee@?`ZsjjqjW8_v^r%~vKJBrxfj^lh3rNq3_xCKTy$I>3%|S$)!7uLBjW80*1EY3
z2mCY>`q!aSyzJ>m5V}SwqbowmNL8=y+YdKhdQ9k;ViTAa!;d2KtSrI!2!dLqC2uIc
z&N1o3KOI8LVo(~h(MOQGXZUC~d1nNNGp|_sV&un^^4XNb*_1bOoDBcPoCpxVF{tlR
zScX4;)H@}a8G01Cv4b-H3-3BIi+DccTPZ7B(U5W1*HwQBPJEoKCPu|`&egBhy$_9(
zU#&ckavjy1iLzb(PEDKZailyyNrPFhS*+Co-3j-+t==L=kv1x)yQ9cUc$Ey~<g3p$
zg?jTBl<q|^>I2GH2_dp!bBZDReLxob#A=Dq4>uJ#=mZJC;yI!_kZx7XKb8%K_D@!#
z1D!5zZ7et)S~%LL`!nak6CSfFbSH$Q!V6C3Ha6<T24Bd3yOdMq!$f@f87WaWAja*N
z@P}I|s@c&Y6{XuEewj66bp6roB;!c`+&U9^wY`8F!^ucp`(u~#pDps^f@n#U!66N{
zS8?<{@FxJo;RD09hNC>qCXjV;&n?vIggTfV9kBPI-N15@xjpoNq?7pH;)GW+<sE~D
z7CGmA;$>xmXU)O96N)L<71%a1Y;a{qXysgNrNu6MN6IYa<L~EjZ&E@p=t?i)F;a~&
z(y~r9OiWa`8%sHRsG(D+3&~;2C{UkT$-TVWRHly=={x%D?_YErgUXOV@89oBSzgzK
zzZvFcWa(G5M9}=F$CR2jofCgz{|o+JzDi9E0n?eZP}~ZrFNsa#fw_X{B=fD{A$tOW
zn_=%zy48xUJYP7N$E7uqZpPX2MGvnn_uzHRA(>M2=}KE4UR?us#H70$$in=1YF5?{
z0*-@U<;Pux1U6sZ$5eM!F|pL2`;xw!sn{DU6g29*Ll-7&PbkFWvk?2Dg?jh7?CjF(
z?{`k2TEH08{Ptnf8r-iBd7y88tZ#m3Xnvym@mTlcGb7-(`p<FdCQq*(<d6-pO$x?B
z0P{j8+S`_WK4|F6%yiY5i&yBF5P6FtPUTh`w9)lTze^Z~F)>HY?FmPD5x1zi3nza5
zV}7TEBc_5M+;5zty}dHLy&}E6((JsxjaFGYNT`w!qEy-FAH7fR`OSbC5?($xJ#M)3
zd-~3Q8FyZfrSBI}xs{46Ja%vXH0tm8=3>w0#UJGtPnxB(DOzB5Ur(UyCrCRGv^Nk5
zTNY$<um&dwpy{G|stoKV1xA=t_$c0TLVhav-T#>BFML2SKFfeZR8jz%ZcaP2e>J+P
zrWJbR&67b$XT~`{CDEnF5RSqMbhhbl-$*R@mRg@iv_NnTmB9w@yLFv`hDPC8LVY6z
z{C^t0;u62EmDwCFM+`soL0e9!h$_Wr_NzIaPKwVq>IQFocZiAuhMWUiU;VQ9t!YST
z^BW5h2K1<2x_r>SiHB~pRD-^v2~)r!&Zv{o2KazaphNoaKi_1{ZAsX-#zq<jNDSee
zs(3g>5<*!VJ{s>1bIp;)5B7YVQanl{$kZAW>WdAJG<XMY)h_r->z1Gk<(q3_i{D??
zZ%43&5)s@q2|BVB^fkANgP}Dj0un|QWu=AaL6CDV!aON;h*T|~uUbvd4}bCYUkFP_
z;T?Z(kz)d6Bb4zHoSrE6)q9!547sFqsRY`E4Ca~Cy4pKJd7?7;5^~?E{KD|%o*`c}
zWmd>BkIWfeK-59ncm`S22b8%Re2GQ;|LnC}y6HP1Pe`2EF`<<jG|wt3-?M@F6i}dI
zT6<2}IYdZ*u)H0@Us^HTSuxz&FyGr(z8U6c5#?z6-b*{ogXyys44-n6g=vzSX_AR<
zGO`mw!AVH5HzW2@gQU~=`GKm-=1X6+`QuLI*Q>!Fi&T8T*?+hkHldw7&;L-`B=z-Y
zZfY99qOY5LfBwK0Tksjv7pu`m^Px1BXyOCuf~(MFP66m)9f_a$rC@!V5TUBRb~^A&
zxS_=TWioqIMgRh42kV+!dRLG*UZ4k_$#{V|&MjhJ521Yqb45XQk_7m}p(@;cV#bg5
z>$P3r4I*dD+}xHruLIvK(XH%GsG9+FDc&j6sIgQJ>skD1SzrA^Rzp_*SuqO?e?`RQ
z{d8n$<~<{s65(1S3zt&=!s=xk*NbpkcKE<O0%VGiMCwOpL76#S?+OLnuJ1CK!NIWW
zG3L<n-wP_jym#d7#%?|GGw-|6k=kW$7ai3=nfL{55I}BywfO~a-ua{=^u7k-!rIE}
zelD?KJ@N<8P}kf&`t&`vpIdG>HP`rEKRs__y`1(Wf56^-UNg51dSHhRt-fy$d+sNf
zV+*N6V?xjl4!2*ydMc-ezd5R955&l2GWxz{U`Qsge0YWuyLYhLzvxxjvCwftFeZ<9
zsXKH9$@&2yEqAd(nFNn}kjR{Ixr7!!x_-tR)$6FvlkhD*4k>^4Z1rIClL`kEN`aIT
zd5OX;HiZZKy}y5Vq9yDZXJwO@-Y+FT={=oS3z-pycqR<qBC-cT(w)Sm2n1Y%gK(H~
z5>Uag*6#sniU-o2J#-Y=P4;ONNiP4M!C&O}Vq~!T0n{Kgo(BSd_`kH&4V=iVAFAkT
z-s=2XN$2KYQ&u&Zw0|E;2o0i60z*ZeQ~7iTMIu6m;PPyi;N0SW_othk?UqwY^pHR{
z!sW$pg&LHEw+WLiAHpwBPueU;bFp~$VJ(8J7xss|N5{+M*@Miu?Q~lgB0Q3|)o+Dy
z2?_rc`z7I$Bk%$^9Rsd!D>{<;h0Z@SG+6XIJx@i^Up{-i8EKNolCZzY)&}K8<s1t)
zM_kfx`$~ndCq90uP_!0GiX2_oDr<>d=uX7~u!lBBkqg@l0_H``<PIHO*y$Ez!q6sz
zuY}8OTqgU6#Nq#X{s=W{P%weyy!5>kc!Ns#j&17!=7f6$LYNM2mG6XOAGj|(!{h(l
z=<Q-A1|93`2(#F+|An3F!uwlt0?bwKeL=u{Ctl!Mp{^KhyRz{01%J71_>&Yx%o4oH
zs^b_&QbPB#l<6@w$*!g7oovNM7W&;BTUL6(d<arx|Lwi6yBGhp!@-yJesqiIte*g>
zTkyTv(->#?`$;!V<0Z-n7sOI8Tzz#yW4@KW0#_dNplDP)1iUD2>y0t2HP0z@eK@*(
zvhpbG_^g+1ZbbNE9gvAJPXyO3Q!IV~aK2G_4?0qR8U93A0Qto9b^aGSl*yr+3ELr*
zYpN5u$}{HJom!~ARv6~Mxu^N|aGq(8>PPngkK)pvz^lXC(sd@z7y>iwcP6wFFAwm_
z!EiS)twxi1`0a-6fW>$XWhXoa*=NLx81scq7+=Wu4Qug;>ZWv>t|#DCZ8#QQgd3KB
zm*lV&cIpSd4F&2{lt}IKyPz?p|I6Fzn_-WSLreOt0}gUt@tdI)rwCR<UytXLZ5I*y
zQXN8Hh7c35omdX;PvCMGz1zM+PIHGkOgGt7zfeBR9nz+bMIC^)t5aw&=^<-DSPF7d
zOJ&C{_w2|Ma-Z-lOloT9RZZ-x>UggglN)>QSC>+@){^#C-mPsUuEZ|^-X`$+V%N})
z-x@G%+*Jw^RiZ*a_!RQE*eYIG8k*U>^jn_)x@runJqmd!>^KRK<c@_v%96=SlSxdI
zNsrIhu^H!VwogbCPgTbNrZV|WYv`YzXmq5CeQM;dQs`sx{xpgIXzs;=eXXB^m#qvy
z_4kJQXny*8#Z67+@M)Pg#AXpr(WuI*7XhaZXO)Ed%!#8<Guu2i51}`}W&zv?Fp(%@
zN1yF;<X^7q&}P}sxROzU{89QZ)teW0yT1+Nw~@ExFo#@1cJ)|3M1y6_X{LF3+w2Ay
zM<viC<^MljBDXr?n;)IhXzw=k&2G!h8$HXGY(SPi##sK0bw7BUoH2QW{|kyZ0HydI
ziN8A7Ba`;%BC?t!Y_GB$3z<L-Q5Rgf`y4V^T-CD=PF{W+CB;7kVZcUwWiU-LfO3hW
z;eB|FoaR3${vOj6gkwS!*y5(K!P`US<*0-)`d^^`guGxHn`=dYv-;|V4S$U5ph!hc
zE`g)LY`4zLtxn)NG^lUwMZJTXxxp6v_16Qa75MgDmmq5D80sr{j08iIVN5V-mWR#H
ztx8I0PMYYClf>;4q|*Vx2lx}QykTCF#|k1?YifSP%O`xNF-d9jx;{5|oC4}E=mdnS
zZI~l`Er(1SeMufzZ8M%gBaCN|B2PIDm4;|Z0v>U?wUL-2s+5)5WqPbLlR=Iv;Hk_^
z!?<#zuT5xVv9{C+l1BJNmeB+b+;IsY=U}}<K6WfTgad0TV86bSxQh!pK^m`JPSte#
z4mj*dKce(16FpT^A86VOSsU;7JMHaTE7!iT*8Ypv_vVS0?cAQK^a4d?3ys|i9$g<X
zMV}7KXLIV<H?=z)!WUOhj=bd8(uz@1+h3(txRHPP{W?tEF43v)+=o0ZI~TaKVZSa$
zg-wZ)<QHf9F0orNJ!exNeF}Zo=t2@GQbu#+`ZENutTOvc9=Ka*+dLAe{E}=k+Iwef
zjW(9_*r7hh<d<vW`x;FhS+FPkEU*7Zp_qXmL2UnnjR9rMtr(FXqV(nlI=B17guU~)
zwfnS9bEDGt%7~Vxkd`u??`5jrn~c9#_V^p+);l-13O;Ndq&%oZe?j#uniU+Ei4nGw
z2lIBAe{^Q+t-9@)hmT)Q>)3{j;xf_Kl)!{4f3W8mtV%7M;nUxx(L6f}I6Lz0ul$~R
zKe-*xIX{-uoQ*WuBvMOIa}mz@4osU)Oq%2aJ4Le_HW`}^*_&@e)UTv?m<$!e1i0Al
zTIWoT3{KB7VU=#+thQ{xxG9xHNk57t3F}0@*M5V7^*9Al-=InPx=zYV)P)4JMd9bl
z-Zr~ZAFLH4OclUIB-wg8T&7A3->9IKW<-P#e+{~QiuAr&Fc032A7LcihDsuLz&O;Z
zN*>dSI2P`S=y@o3q)v~IcY#PNBd4USKuF(ggYx5Gf@#EkT!O*68scD3wI%>=JCYbq
z#~C{?S0k`W{~<mO6$GvN$Wr5Ai+DH?g?hAv_bM^?mR|6G{5U}1`5LC1FUEQ^__g8&
zK`7{@h`G`K(<%N|7sKZ5n9ZdaW3VbLVI8G`nf^~TV26_$=uzitF`iB4)KU}ZKt|3^
z0ZeZ%+WpPV(s=R`(o=z%m2ftex>}PgM%<0T8)L9|5U$5rJ-mb)Qi9`;B1sDJ7rdil
z{96&^jEfMHq)I|8+ptMzm>!Hz$i`67NzJMi>77JMa+j!MCU=OeT=?vn;OPr}>ZnWD
z;AfHjagv2IUfh5a?rRg)LKHhEij^<NHa)|;KEy-7R8kaUxQQO-hv^iC|8@u)bkxUB
zWcsbsCiSFZKlbix(k^x`*v2rvUbbI3+dj(&?OQ%Q_8&@bx!~(ztX+H6V?vw+u5QEf
znlQfVYa5xyV)rQtNeCUR#lb?TL2TCFD?fEHQjbv?QG|LA&K~V#3xHHsMtt^rSJ;?X
z@OQ7#z{2Zu18*R(RFb`g%XqXRW2!;NP!T0|$<zZd*39=x>{dH|o*hL$b<;fxlBRp_
zgNN~~|8%KuMw1A=vqtx!Z$L6F)0JOdJ7gW0LsF2pGi|O_ursg7gAt@55iqdM3M&q>
zx>nI1E~rT=WwD=->AM-YS$z4u@Ny+<YtR>LIerJ;-3oaRUKquWUy+|>=l=6*5U-yZ
z^RI36d6Q2x<0X^f?j=6I=hoSkIk4VnaYuXZ1{DjGxPg`8RE~Am@2<iPlEatJNqp|&
zv5EizdvVDa&hSoj`q=Kv#`a;B2lrKTCM!D7;Q&$vv5LV@yuqtNkNZ2+`7n|vQ0DH%
zA3eLRLR$kQOSW2|oWkjKdGUVSe}R5(_&%>+VqCQltZ?SQmsXogpihx3hs=(-_wJoF
zgn0PY?Hj3U>GM}F=uPgTodRKz&<&Ui8%eNLmvs(H2qEFJ!UHa>_3B~pFb||Fp?fn#
zk)soH&@q)8If|6~h#yGrO^yK_7@Moneg{wji=HE^jS<}qaE7yZsmrE;W#fDRDlgJd
z5$vV`y%<RmgPUpVMIq%*v(-QARpt~2A@0D)dMp=aamQw0sU9K~_KZFV)+1a<fqlMp
z<4ElJ<&9vNBSkwB<9pWg%`qP9do~IF!c}<Vvyq1Ig-FG!k$f;v=L?q7xh6>WSNa8?
zmjkQmiE~`~t=)e&G>Q(S4(19^24@qv%JajY@ZTNJi29F^#`pjFfbXU?G*eYYV<R;2
zbqZ4OmW1#valH$05xjvMo!cq?$wor>*{bLY{w@Oa#5$X@IzM3#MmaTzg;`Esnq9w=
zymEPkQGt>W_MR&I=v{*IS6#xNYvNSgI>8;aLU0`U!=W`8)!HslrnQoEXm<eZ>N2Oc
z-E*+rqy13UHT#s4cWQZOG0AOZ3k~_Q<nnIX=o?FEGs!oD6<h}0Ij*keRyJNHo&B|u
zQgzl>{u|cw(2P2@7PGnxso9Av*$k<c4f&<zflbD&4QuGuaY79>`S+YZ0;B2`Ok0JS
z3LRUh<Pyp8%kIAs!b0_kK<jGW@JpF&$CYf)#wz28@xCu1kW#+(E!!CKI!@v9i2O8*
zfJ}in>w}KRGO@myP2)_N`BQ6k%O6o_h#cE=Xv^UzU+A6V`#<im(FZ?s5a?x(u>2y4
zvnfDHf!o#7rRW2wL!zVLnb2FCLH@H$FOB-mtY=fg=PsU0ew07=f0hIKhWkZ&-t!dX
z4^WaujMIJggB+WC67&wW$*1Mf_mCUQ#!-T}CnzS$D?QG`-F}a=XI@hG?~;JQ1tfSj
zQP{o@{@Qk(s0~_Sp*-bYK5LjKlFa8rDjPf!Ck#p`?a08wf#85ZD14bD>=N=6KUel&
zYQU4^(a9xPNPgE%MS{^3OelJ=ZDyBLr0$p%*YI<S<*^x=YN)D0&#bCWkMY~sgwVh-
z@QyYgzY}8IhfJWPA7pwH8TDpTMU~@rWi`}oBUC8R>N*sLR@#OC2xs?598wqTJOGcK
zFV}1BH^O;!`6wz9iw;%Zhsw3<QU1-3={i?3-=)VSY%YD=`TKEe?L&DxG7Oy>abcuN
z`1n52qd!NHGWx)Op(1t)eR`EQP5ntW>Fjku=V?+oon~k{Uxx`F$5ipB`c|kjwGX;b
z{9@wd_RaKr(y7_vnQ2m)pq)xpDS<ue-nGhrzuvt6vo>YTVQf+oL4o~C^!+vKSd`O~
zC3uO!mG%;xO8w6weA$s5SS2@E0wzIu*{AlQ6?}AL&V(0XQ~9eEY~&wqHqH!{0TC2!
z4N>+K<BvKb%VKT;Sy#bpx9_9P14j%GeAmbhU1xi%_b@o4?r#@5BaSx<6>v=!$0hI6
zR?fYr?`2twF|q<M=~%7;CMfb#EzWw_Zm=ZbzVW&OZV4_9_a4PbPRtu0@@;xu>Rr*I
zYIkG5;}Nh`(Pq9fnlx&ds@^Xgzx7vW>RUt9xU`W7`PqO~tY0YIrk8Ywuhx<zhG>3q
zFzOxZMzED~1H$kX%=F=UN!oh$p<q);n!`1+Jv!gP&X(~%M5ja2Mmj2Y3pA~-TmHyp
z2+aM9GTwz#(EG4mIWNL#W8{G1fINA@Jd7K<f2{(U$SMmGsd_3}^;DwD`L3Y^BR?ZK
z&1uAusftN;uHghS3Y2=`5^A5|Is{Ij=CLS|^_{y*JK{?_BBG-pnxeg>mLc(t@~%%?
z)EPPE(}rb{AJZgb7+t#K;Sm~-IiwAm@gKRRjKD>wDOM>KF0vIOfuw)-L`57MeD&dG
zo<7V4NTA71>5*loGt=E3Kdwuz38catn2BH46urJRJg3@EA@5r>eOj^xx1u@ua)nGo
z>3S(yscdMyY(&sI;XP9d>u?oL{cn=zGd|PhH*>G$2-;xdG@s3Yoo|ah3w!X%VS0d$
z*FqT5z||tmZB_OhD7?th8i^vALA-Ke{kI&joTP^qIMc6N!f=bCX$;;C?6lY=ZFFQ7
z20YzgY4)v&YWw7R{kcw~lHc!an2&qeaR0jFX(|fcuZ}HG+ffmo@_SNInsua|bwtK`
zRJnKb$GxJ~B3}U0!MqLcUxZ(l{U^Hw|1yfT_PTQrdhgo<&Z0D9iJmWvx7*bUisscu
zb8e3qOY)X6KK)_}E4W{3KE%IPt^Heu^Ya08j><qEFPM*B7p6a-lM+uJb)j<%2B&Gl
z#td}h7FxChJ=1s53Y~dNG!soIOGemuMD*DQzmgeGIO8Ekg*YDcW}<p>ux!-mHuI$W
z7y>TXyF5WOq)IW0Yw7@cw+q>G*KN)D_0ervpS(=Lwg<GX0{6@R9VvOBA4?!YF-)^;
zbPf89;w_;gQ%@wPS4_=Ijh8Q?yvl#Rj36;{E;6rDw^<XeI;i2qwq<@hgg*G}@0j%q
z`969MEEw4Gvx5nB@vura^A`Klqz+qI!v_2l#VmIO6*<NA9TnbCLldRam)s^3qzy2N
z{REbvv!@F=v^~lV+rEPE9YU4)_z}Q7k}ju6T|=hq2LstqDNuzJ4r8~Z<brLZA^hz0
z7?{q7e{EFb$ey41_#st_AkFW27o)re7fDgA#o-An$vq+By*-Z1xzncb`<7d)=pTY(
zj;N5H&(;`%bxV<JD0n!gqk>Byt;FvklM#CX)+vfk;Et<e8z#&J1J$d4@P{*Q=UU+9
za>GD?A{;asIYG(>z@s)%;!%)=Bm&0Qk*;~|d~;4yv<jcSj$1HCu7}Bs>M4y$RvZJs
zS&bv5dY6k(ih~6B2Qad;oVUK{p9(zEe{cyqC7jRnY-rVzD%lfHlr@q?aP9X)F6cPj
zC_8^)Bi*KP2^;rsh7|@h7g{t&vZx?_VLtNXo0pu`jS>5ahxy)%ywb&AnxNdBc(Zf5
zJ-<Ccy|O?@CjuLMtk{YKC6I=un>uP}a|g8l<4)|yqEH_{y?^f|9ucBXa_N~Nc=&o5
z0nHSI>>KR2RRi{9#nZN)CkmYUkOzBbI|n=E65^BQRqs%jAQZNXh5$D6RxQYTn;K(o
z;ODNv_qHy9h4*tq+UJJ72e0PScYerEJ#)=lSy$~gqGoXlRCJH2MJbG*O*w7zbo_?5
zA;~xYd48w+gsW05oCLb9$aLy%_yMEUy|n3IIKOa>p`yY^4}RGRW8a!`yK>5-+*KVF
z(dP}hn}+h2aMF1-B0vE5;n94q>GFae16F1~FU^5nQ8B_2;HFOI29C~20*kOkwd<dn
zryu&diei@4JUWb;VrzXf+{OMnH_ZKcS=xB`*r=myAi`|-w02s<y(URyro?uu+3jo7
zu;G6OFFq9$BLm0Gy(+7hUd#5V_US*Id2ZR=6g=P;3PwD|i4nz(Ic!{G(^Kuu#7z%B
zk)bp1@7KMa-4mZI2D|*4Gk2~iU^cWco6X4ZCHQ$f#`^}p)k$}#Es~WHcX)t~S5J5Y
zkAHyib~}n(;apHrVrIdu_e@Sis%Nt@2Ksw$4hOeIUO`v|6@^<xPVzq3`b5yvaGyK)
z;;{l`Y+^r@lBkV}q`$pYHKrMe-hb+DPqjM5KuZ3xu!F#AT?B#?L3=tZE{Stno>1dN
z<k5C62feF^7|11@H7*C23;fli$d{n7R`AyAS(dFj*^y_CRV$$B^$0Y5b%gRQ!?Ok`
z6f&5w?$);}k=R=wgDxRsBrzs6|Ed`tkr94EP~?#<rzPu9VEmIJsKBo(M(es`VSx2&
zrhWw_dw%(?XKKRaAEezF=lS6b`Eg_e{v^`J812F6hPmj(puVlaY1L34;1`tN7@ssU
zEJFC<4nsRi*93P$TF)fCzdJP{u)*Xl#^LZSkF(K$F^g!GSQI^|$tGAO=;f8>{8w+a
zMM*ymZk`}OzLrgi)AcC`J%ko?Z)+F!J#VZ?;s^D-BYQxSjQr0W9XU~T4Yqk!?Q?GJ
zbIO%tVU4#$BShA|uD}n54F^f@R({rbFjA&~(5@BEpfNh_j(0^8$Y7T)%n(>0b3FAP
zmsjgUesKw&>_IMC77v~_e!qN#1xCxDaPJ2=m@fs|+I7+gpXNy*X@moE>#fE0;0FBh
z9;f9qu5Apuai=>lPQFTDZ{%%b`SK{u!;s5<a03>4NrkU;-7&8FoSas%_sOj8>KFbS
z(2ZdXU|#ED|1p>c-rv9Tp<9r2W#AXJuvC8Y%DY!TCHLoY^3FT77vlN+B+D_+eJ?IP
z9*KpodC-+&RD6CO9vyM46+nJPJNA+B{5p!zuJnDo1a$Bh%Y9;bWFzfj$stKA{<a*m
zDxoYG{HJmOYeHEz5F-I5^%v>#mNu^3`X4I(nRa)metESiYos{bHESMuVr3goN+Jdp
zPgf9!o$yY*T{t0mup%F!7!kme<P#}dR*?{jU4(eNDW?NjFR%iYVq1S4$BX*6CUw*n
zmy4Q6g!XH?;1+Fu*T~d;v48|8zpvCQS9F0JqL;>CBw%>RT@g94dNYQ_+XPM`nm3J3
zp}LryBmm745fgSABq$1fJX=;q2@MlRZl)l;$--k$2gxMY1?@M|MQ->>-(E&=9fS&Y
zK45kDhWHJo(7Jm8l(1ysS!SwP7QR4Fyg-fP*L?@i2HP=Yz)KT_jfAySe816!v_ju!
zVF?_jXBxi^pZ^FOZV;}xlXwc9<0}vNdy^pjjfzP=#+p;oUQqaz9P()%;%S9QKm{yP
zW6MtImmQudBI)xHwI&(Z`rl%RY^zdS<^H|OHMm;PzgqBn-Laq6?l%n;?z^seov!|m
zmi!Y%zW+U=)^&Y$+unY@7#Z))s~P@r*7osh*3NuQKlbt@_}6HzP5*+%M~x{-mJAU%
zt=AB8JxcvVFS5tB;$Y=*E>F)vbdF>Vq^bVi=2L2MIYlWE6(N#WL;NVjj477wHVS6U
zK*V+bngBbpWp>TxYPT(1UWO`Z-X8T+!5yi8t(``P5ZW}A>YIfaVf(*v!b;NVHj1MV
z)4^rFR+hg|fSF-C;r|>>HywB}C?=pF{ROwOkBfQAd219C<ii3|QlADBTxT~PN#<9(
zv~01L4t!~5!kJwYT)TcB&mO;pt=T??PFuiA9G}w!wl<!i_C2!akr~ra$NPgFrpRVp
z9KhcMwgQbEa3X=b?E@-z2A2~J2RFwPXp6{e7Il!BQ~d=8Ca^KU&Vrg>NeHP~fdgYP
zQbtAk7aS~AUtNMfRf&l6K&9;ccJAZ4{|=xbO&Ns48ECx>G-ZbO67dgRf<K7RxnSZ(
z4EgIzdJsBN>2H}_a<7{k^UR=jEG2LhSht)k0_IglGX_Qz&pLdHwC)om{R=Oq7vR&!
zkWXFE&Hl&j8gU8XxEnIA%41h%;#F@lczN33TDLQCeCqF-rEQdc6N-+E1eNd!zlGDQ
zi5<V3DoQXs(~R=T`NxBO#rqZ^e2WbRL^oPn6$wGVMYnrPu&o@0z}Q>Ad8ujqtl~hw
zXz3QpyIF>0EX(+kKa^TTGy;~heJVhae#qRPY5uC{)UEV(*!WK)`HkCbK%`l`w--(9
z8G??ip5Jh7$-d`eQ`U!7=q|+&=#n-Y6|uZ4E(&^UTC$00uR!CqtfNmil3H#6Jt?49
zN{yJAT4lgNWq?*i#jcUk>)e65?d+*dR&iy4b6Do9;A{)^m<|7~EHV3MaPj;(x50o(
zi-R1lW2L7fO(RWx^=#V3f!a4&y==_g@5{`SS2r@`|EO0#w9i?7fx6&nu7EZb?E7hc
zqr@Q^SJ@gDg=Dw6Wp}kO9T{%8Q2J}=u~r{L`bB;iQb>Y{D&zF6&P<t?q{;r*$_W2S
z3)`or9O9)khud7Vx1N`B7kux1JPK^C70Kc=Z!&gOf1`&VPulRfskoI*-(G)uH?T2=
zilo@2ursC#<Z-RX1=dcrG<-XMxaXP_Ry#NT+<Sa%@f(wQ`Xlq+50=y)EcQQGxG*d~
zF`4%<7U7sVBDp_uStdg9X|`R164Z9->5l0pc87wM=*Lt3+it-k-R2){*#>H0_9i5i
zf?q1j!lsn<YK*@eLbXgHVg-Lc&T<o&aTJKIP3)T1`1CYCQA<+_LqM^X=b4`H9dc7M
zY*a>HC`NzL?_56x$=NW;-6);!Eydou7Y7=S9>unj0260!czi*tLF<c+jQS7h_3zWA
zGmai#0cEcLX0Rs*2mfvNbuCH#i6F**!3nrIp$%Pd=TGx3Eq0an473BC8but1(|DdC
zo#`-=5diTcHmoyEFumDH#39meKY-6i{k)o1Us5|gBekEP{GG39sG^3ys_rd)B$$O+
z5ffp~!3W7&H@$VkQ;=Zh1)V0j*(5Zu<r{A}b+tAuhe{xy50nCm82#`tIl%AqQb{Ak
ze%T6?_GE_S0?=9bOb-JNX0Lt#sCvA%EGf?@v=$*OxJ9?LWn~i8h71*AHdvgA_!MiL
zbXJ_t{DTVxAs3u3%LDM}!{v&SQVZ$sC_YjF_o0Sid@zE7nw8Ha3lW~#U7m0^arMh;
zHAq$WUYpOQ0ehsFO;^PV&oPxFsloc&KeSq6>)Iofo+Qj-nc4lH5e&385e^MEghF5>
z{;%u>W$k%6$|bpKIM^zDJTxr46@fEWGYGQhQp3X<Zt<b?zq`X^&rgt?Qp*;F)Wpg~
z6wi`k$Xh&>2ML7QUn=mHD;<P>^3VPxK713c^lq77`*kXJqlU&uO?``e=dTsylJ`G1
z-t7y`L@DtDbK#7fSBANyeRJf~#I%4n@wWBZFYJS~f3wzJTE%zietYLxrHHP&e_5q|
z`BL@brP@`9;z`%#c?Xiyicn2t1<w6P1fL^@Dk|z?r|7!g54zUP$`^xt`~zwrGXJIZ
zcFf72F^1@SCJ5NZR#b>pBVy~h5PP+>U@-8H%zFr7bBOpZV5A|+Q4goJazOxH@u`9-
z!likuv_*Qz+pp+iKw~?T5;Qz#o*`e(vKWDO@&PblIqedxb`YjQS9UF9Yf*0$6^5+P
zM5oX@AY``~`B;K(MuhUy7U?hev>sO1r@R{fHx%@w9_8lJOaIY**}!Tm+_MTC+XkmZ
zcG&wYppz3?xOMz+Vk5g<?de|e^hbkxoQ_-12gf%oodo?0>sPg0r>f81p39a3tHE_$
z;ohI-h`~$7ujlsyhiAM$6(06wb!E)OO8R|pf6Wmq*~r+k<%TY4!uHiP2%EWhh*QrT
z+_$~=JTyO|m+th@#5O;&jE|@Ialz;1N>k=|v5CN`*@H)Be}12>o3Y%Hlr?R3@xWFz
z{Z%ttiG9qx;Mw@exw!P=iC16f{J8q{?!$<NX4bzx665E)syHu$(1rhOBk<R`MP7)i
z1x`X)MJ_wqL|4^Ql$kRxB}a&Y)kyk(zQ^qKpd}-_vsf6fFBf}~uRG%DboWILJSp;X
z_pv&{Pq!3J)CZ3Y2Sd}FyN^R3o<orq^noG$Q28t-fAMH?xsQKQB6D7-hW+{5Ldp`X
zic*XD(&kG&f3810q|?aikC)5hSOYN!P$(t$;qyNtKuoK*IH=%hI*;&s7g=;pzgZ_X
z6zKT<dO-Io(|QXI@<oTx<feE<d<WtzYq?H*))o2{ICiDyBs*>ZGjVA0h^TWG*NSu^
zAv7SwBPz#j)Iu>B35s(ZjkKn+07Cp4ijwu(+244GSvdZNW05|;To}kgzdA$<JBm=O
zOb!;tWBo5lj*P&I9EtTk8nS%Ais_qy;5I<fnbpzHb`%F8vcJ+~28m%hgjQjI=)?GJ
z?nVi#hQnn`CKutd86Z_ny<DKKdJ^+`9`0_&>QXN|^b*qIetoO<GT|}<;C4<&1E(xP
zRWMP>dpRsN-<_RFrtx-i?R^YWDf^3^0gyH{wpIlH)3?38`43F;W0v68<slcQV*?<(
z9h>ZWqJJS%GIOxGvI6z&5_jLAA@!dM!tKu8=hyGd#Ky#mUW6<{2#&^H5yY`6(AcuP
zv+Z1CWLh%(^qZU0Ors9ipZF0PWMNB>F*C8QR?5gX&W}BMsmiwePCmrm`xv_3x9IfI
zyLl)+S{T=KIwsJA+v@&u0yQPX$E6HW|4wSSd^8j09=5>8JkoG5-Np7FC1=Z@xg3wh
zvHh71g)Z2iCjfeU%J!!?ubJ4Pnf%?NQPZH&HJQfsL$<ltQ%k{HrxQ)1zTGXD{lxYE
zD&|kO>v?3L3#~ny;VPH#Cwos@U#q*ljDG2i#XQzeY>Gp9CrS_4!RuuDJ#T%!p|qbD
zG|#eLm6PEgkosnxEQ#ZhcJOqg{FwUI+>pYC#}v2G*ZHw;4NM=*46{`w4?439s7Wq!
zJRh9#0i#dNqQJZx5n*E+I`R>q{X#&UMY{vAmYzb*I_SJqKZ?f6a739@#UTZ>WjxZ(
z;<U%@zhS%x-p-Q=1qheyxcE;Mq*S~xu`eXkTHxpRtIWs5jvP_juXX>@f~L{z3k!VY
z6Q&m)WD)Ayy3^|<tmEDj`>p4#5GcX1)X7&jj!H)5WTt&<A2V3qba}es#8yeC;pTk+
zHC=-OiH^T=jgN&;%ddHM+|Z^E4bf=^(E^PNFevKt1j|tI;DMxB51lkZE?35mmw3>W
zM!=8NrnfT~a$yxN#g5-O{e~FZHf&CU%b~VmJ5gVOe=)=cE0T<}ZO-Uc5*C9ut6;Dv
z&mCBQ{0>`Ybgsg2pU0Ov)6@7p8wOxUJn5l1QrZzR6$_Iu;vfWlOXfus#r`?iwqG5L
zY}mHwFt9lDKcIaB>T--Vu0wehxk<sdB|fP}>mmTHGzgm!;9z;*OZU25=)M0^-QXNw
z?;o!4MTil3OV7!x!L#F@)AN4l2|xJ}9~(CK1Zk+gYmHG+A^!z$pF9E&-u%tD)uzl|
zQF-TQ*9<pROx|=zYjV{0e)8e7y(nHmQ-Q)uy)HXSio~j$`693K5cYWpA9kekT_hz=
zB)fk`QuCUC4d&w%IfRa^$9$;|`FPQe3D0W}Urq{7s<<wof&40=NEu`0{WfDcf7fh8
z!DLc8X+r+}pNUNQ$s}pR3<dpnGNuV~S&35B9t&=U7;H|R%Dkw$MPB@r8f#iui#z3I
zgh`KCW5~iZ>&e->oMdjL_nvM3>NKryZg#MF%Ef9axlzcMk&fx^XuVtCk69NU^k|2s
zsC}uvJY$M?ywyr7o%1Bb(p6=_76S_Oq=m6^PS!s|N3eQVkE`M*+)CNrZb|E9=LbyD
z%{{ifDbZs;;cJt=QtkdB%Osq=Dy~~rs}VosN1I{cmN}sjIv!OX*oSMx;iZlFOAK9e
z9+<@$p+4J4X00&oeOpa*54$yvfb_e_7SsKCyEQfB*ZtBX3R7mrAyCz^1%D)fEnN(o
zp9y%Sj(vx0-^Nfq^{gJ;h95)>U)nvW!3_@%mi~NDhZAUjf@Abx3h>~m!GW-h=^fZA
zYN&^m%9bhxiSS^6z<?*>NM;vhbr@Q{Aj)A$hz`DlWOt~|N5=esjvPS%LQJQ^N*RD?
z82tJf>j&xUA2QVc$5{Vgk@70R@AsmoP_<E{XC|cnK>%~4dz`#;Aoxtbke;L0P%Y4K
z`45r+?9-a*!Jt5C0!dFQb}RfZ@pv)u<6h!-Z-{Ac60biaUKb?}X(A4BA_z>uLyiQ&
zt$WDC#K|PYZ;4OtderrGdluF%J$Q(Qbg;OC{(@Px>yF1v1GGerl_|FD%k*Y1V(v((
z;m1+NyV`aA#E|U?aqK;~UBqY&VRRHAHLQ=w&?J}mqgg@EUCJ}r``OgwNqzacvWQ9l
zm~<s8U+(3l+`9;)$i4ATWXq-RzFR(4-JFH*suLc3XCFn1kS>Qq-*6ef3YSvbpX2U3
zbisXhzJ*hCCY6mMBvkH`241R*oVRD14Kw@~ty6Aacv_NCLyhgtc_bmfAnOc6SISKI
zVw)(1Q-$7DpLt&I0nsjH;J{zJ7uWoSKMH`@Eq-d(ynCeER8U-j*ng5a)LpSOXOL~Z
zR`#W#Ce_jSR9pR<R+-ZH)X%c+`&Q}<bD}+R#$8A^ykLZZh^LAoqNpPrB@%=}psh=D
z+a7RyopP{^W-%-9H!#xv<0NaHm>u91a~>SC_`?1WK2|vA{ySjS<e-l4Snt1)(4?mG
z=gRL4{L@zEJk(_uV!q?<j;^aEEO)V9&;=h2;@iQmw2%jhKQ`|8OlbT5G$6%!4qLn)
z`0sVsecut2%g@QHb)o2}%*~*((~l$1wS?%Ck0Q7nuK!nYR@zggXJ^WT?<Z19bG*fg
z@hz4Pg`2wFFFQ+;P-hs~<8<{(8PSko=E{s)rtq_FjO8LxZDb}4Szudx1t71a$}Z#K
z8s0iG_Z?W2|47K#f9myj<Upz4@le0#;mGCT$lzgg)5GiLVAXp^Q#*&pP7aT)y80y7
z*3yrTb%^R6*6ST;IpzA~njf()$UL;lbQJ2pS36LS=&hz&C%s>9^X#i(5=ZiSPl3q+
zxC@oU3Qnoj464x<rgZUg4U=l-D~E{EE|ES9W2U_SD@-rSoW2aU`{=E$8|UHKkt$Dy
zozaycwD6^Hnz-<WxG)_oiqLVU>5R1X4Xjv1*Xge--vQNu9GX5D55Mh&=t|=Op^(3}
zQE+O8;^u=(IH!A5(7!!39%j)Uk0{uLp4SIa4Hi{aY7wN!AT@*#K9!>csiPJP{XY?u
z4R#wjS!X&~XOdLMPOC*nri}Oqe4P1F(M0SoxCoWCFa)wV<rb8cAmBQMDT*i^6Wl?;
z-e_JB9E56oS%WJg@|8-0>8j3xWBx57b((d<l3+L(dm0tstd%6NTa%j9>C;++V;l70
z>{T0eNdcqHCAh#*F{iwVlhAxn(>qXe0Cfgci;i`&b|ZE^Qiv&5iuxyU7xM%61KkUP
zvqXr;tg-J=dT@pz*wO<1(gYO^uyx0@-ta@9+1SDkp-=q?%<`_SSrPvlW0`?q6Sw~s
zx~EMF*NSHC?YtcW+}L)X5k6meQ+wUms(?sA74qPLeqV1`IP86Ra7a{4uN*9DwXF)h
zm%mw4_dTLWek`}y-cOF~+Wc8$rQCsM3g0L)rwM2>8H!e;_wnOi;>RZJ6C~Vtj^Khu
zeRP3bC_osJ2_YsSO@i}JDh8F3RtYZ<+RqZ%i-qofj}$lZX~>Z4$Xo{OGcP7sl$%!u
z^9S>{z*68@%Xd;GaQ2$_lqlG<gw(SbbO1ZPp#OyUF~iZMglNbMa3)e+R8$@sYF<pt
zUo1}<>aF_zH^!5Y&_*H}78O3*1R=A5(*1-BX!<t^UX;BRhea8TF*v&1rE{&mO}K?{
zsZ8|RdM-S%Vd30^s{NPn8}|EsUl+DdO$6*T+K1|8T=3d=fg?}OOdNl1SUfUDURQkE
z<1P+zs+S#k?NxP6LEYa%&jI+6K+g<HeF=Q;I8VO{>VGPDO!Zt2o?ni0qr&**6v<EM
zzxu4vmI<RP_lKvcUw`#w(!57KD{tCi2fOB;3tHxPO$7L$kct>tm6GkjFF#@Yoc1WU
zc~d7~>F;HT!7CywsQASV=rmrSlttkY^j>|TGp+0K;24d$8*lTh;ibFwPrs*+;4er0
zM@_DtInEVYoc1_oa!$x@BlnANd7rRqj@P%CYbH>`kI#Kvf1j>z4KkK0l$E0MKVw$5
zD&kADklcJ%VPQ^@5Bd8P_=PWWsz`iVRFk3F+6scg*L4+`<gJoH7gvSS(x!RcbCZDG
z!dLgQM<1cg%}(`Rt?^W+PHZdjxp+v7&AB_*&CFNLPCaia+_kpsUJ3rnqcZm}!Y?cC
zEKq*@{8SZJsc8tYx)rc#cEZ^oe?uAL?X<igLKhm>g+A<Ag+}r;%gSMQa}PZz;^bvT
zE>E$P2gFj5>Mw4PUqgA_tlS7b5<KvIZM8Fn9sZWfxE`6^e@i}{#h-jbL`?DSe_~<>
z-o)w@i3S@H*#q(Z^2oOxg)cfDIz&FB8X&$1Is#o^1Y-Cr!>g?whuEu6O?@15UXcxZ
z<gaI06{kIJ)hw{Ow8+l}`sH8mIdzX1Pc*&RgLEQKfM*-+>%KX2k+^>zfBn)5gJb@H
zff_0@X95{XmS_dNll`zikv)p~g`raaANHv5>;>~2LK`F-OjSVy4MKesSkR`8sqjX7
z0Q1c?;N$r15gwht;K9B=Lw}3z4z!TF>|+R9jLd!rgv)<^*kGKGE3yshfscfp9awU{
zz`e4;wmevbrHB7&ZMyt3{1+#8_cXh%6w-}jaU;M616lqMz-)k!(Gw~C<2AuT{|V|h
zI<kD=ietAENiMO#>eM;Q0LuLW!1ZYyHDz#a@3m_r|4NFOXO2O&7yML7;Rv{CqMz+5
ztW8u3JD~fgEI8uZB>)t80C?fB#i`FjE=}P>X!c!fZsn1`+0Ww76)Ud_47lno7<y?$
z51{jSTH(nB1$K0&Q1fNDG3I-(XENSIYl3T!=(1;Qom$r-Fz#e%(h~v9I&9;|*d%O9
z4Julf5J+VpoKh+|+SlA)QGMxMcB_K9-sO(*HofV~hb<Llrgiz+*`^aYU*m@w;~vJV
z{_Wh_G&!-nV#L;Frz`lErP-FrP|WdY5t(ihJvs}bB-v&z5h}Q5q%8kFaGzw*7)Rb;
zJoro^p!RFPLy6fZ*Mdz$qAnM$RmGc6-j#yFILX~#x9)b?l!@SOkDT9_ir!2l9&F?9
zp=q9#&7Spn{zurq(X?f88{_A>n=Ii^IUyf<W|>r7Q_kEHo(^Rtb<6R>VN4q}jdmPH
zUr0E>>(0hTG+}~~LuDDdu8<NU&u@l$d?aV&OkZo<B6Nn*ZV98A26O85VrQ-Pfl~#>
zO@4PcFiZ3T|M%HuE%G<_>dE6rHA58s7XP?zH!&)cL=E5{nv=`#4#Z|S9_+uB`5iB9
z%Yb^E^m3m2nx$~3Z_mdlAo?p&iaD8Z6P1ClXz{9>T5mBXNs>%^fmbM?DgVUV`S0+^
za%e&Lu|3hBHJ<~h%Gy+ueR}54;{PsgrcU{h{pk?JvGdVl+r$J%xjf@TYqQH53;TN?
z*=;*<)z&6VAN<r3OKiX0A^b%X*8wKnHiz2&aUE+Q=VZ;sT|#6HDD&=Jgrq{ZP_KaI
z_h4NYc3T-n#-^{Xt!gZL0Lw#oY8-}E6D&+qQYJ{<42$Bh8Bkqy5_(=`^=S##00UlV
zkuBxgc_nqhBDS!zu;@p(m4t&4_b3_3tnWN4$d#v>{-wOJUUkX!QirJN{>Z)D_J4OV
zYVEmBD#r2*<A<|9W5Qwe(UV2jp@kZ&d{jv=BBg0on3t;n_bAfXhqSB+_5JfdB}dh+
zp@5L`QacP!UoS_eN?nLTUqdD33n~gA7`Uf<CAy}B2FBRhVpEX$-VOQs{}T0RpVbRL
z8bV*XHYDNIyYNe+Fo@y(b|hggNLJ<Y3H<=;&+q750j|%o_i7~N-4O!TQasN%C7s2E
zeZC;<f54{M0xG0zD>z?NaN34A{E!Ox!Ta<FOq|{R3&L3ruKBS?g*O;s0V};$0jUXp
zJ<3Dq&owfxRI-9GvVv-|g41LBGBK`9>Tr1upKAhX6^kj3-|4nve^<DQsp~Zj_}++B
zVU~g{cdTohx_3Us^>I9*i)gWCJ$vW8S)9pMSOdwPRvv$x!!qz8$fLYXh64LeA7AN#
zyfc-5(w%S;dHeP-O3EG5xU7~cJFaNK<iB6p6!zm?&Dl&ITt3yF*`j%|d+T{-)eEaw
zm4?^28Ta$r*{5e;OH$k4-b%$A3RD%SsrCr?sky3tO0(6-zuTvPtI0AO_F8kzjGayR
zb>GUbtWvbQ@?2}i=m#d6$Sd~(_qiG8x-FmDd}r+8O0<U@j{2%%!~8HeTq%AU9`?l3
zFLPlCHK}QueLjBCk!NDx<(N^KZ>A#<gFoiG!{1l#yXKpjF?o=WdWW)t|J*-#D>t$5
zn*7I5+!l@q=Q~Jz%xe2LXBswg>-WsV?cEZb1_qjzj#5&$+B^p5vdB&U8P0<{$w88Q
zfnXw2eT22z@rzk6D&N<$&F1I=+TwrfmN$^^huqFgCwHVhmPK86L~VBz%GTg74?=5D
zA|WWxd~Dm-OxKBsbqELZboEG8E7H>~gZwGut*4CSsizTdO-=EFF8~h>q(4&_qoQwh
zhEM;mkgt%*w2;x1i^-Im(Ug<^LpQ^RZbs5GM$)`n7kUvG4GLsP2ieAfvXq0L)Mvbp
zbImD=-k@gGq7Ug-x#Cv6=Jv?5rbjB{Co{Ec+#9ZL<5tmiYMhnbueH79=b|#NWg{zN
zJEnfM-7x9+?MALc&Vb2Lh?uj|V(rQGwSPA?q{3J=9&YrJ0l6hOQ9}E|s1I@~>VltJ
z8TF-MF+zRIo4|Kt!c>%}+tu(!G+vBouvh4pEq25m(x}Uj6ZHoFhuOE}EofKu08}ON
zA62{P5<XhMOguSOpZ<VtnBPaY98!%k_OtyhMCKdW8_?CcWc1<mfZ*(+=uAO$j_ySF
z8>*E#neGJ2lm+*Q0q_V~n`)F*FyTF@6!PXSCmVoyUiq&{9AnL+WfE#5BXSZXQXjQE
zp6+(~YQ8@cI5s!b{N=1>-M5EDWmLAVu8Vlfv#RFryhnxKf54X$Iqg(R=|xr?B$6+t
z@I-9Y{jRu#$gJB9j8$Ex?f03ez6BebrWd6jTW02diFZ9P+}a<aTk+%NI8k<P=c)ed
zW%fL~hEDEjkH3EENs;${=uU!PZ*$+Xz1mM7n@MZ0*j0T3;&(1t|2hU&#1rJhK`+a3
zqB;0DeP@0cf=Xyde)LMc(~gwVoPU|ZTuTS9q1ml1&(brF=_BmWf6~%PzQRAv<#30p
zQtjrq2fw~0lWy53Kxt#OO1YU*<f3MnIjx|XLT?`!-LK84n4!^o+1QiF>S#ho0u;5z
zk-SV8=(;7m$q=cug_!30K|xjdI?=gwsEX(g^*dRney>ronh9XZY~;Ua?DKIbkPEyS
zZ|T-0e0Pm4yzzoaM~8^$^E%PLJ6UIvrozHqORH25>r4;6{#x3#XjLDZXIX|xU|j}w
z_*y1O`tNd5y7=<_Xp(sAIhBQO5(FdAO3VeYl^$a*&5yC-1GL(`tx)vyCW{Y^wh?LC
zv=OFBb%j0+oDDLa(vw#HYP^`xs8eW`f0k_gM%PN?A(6X3nPhNkV|{g_G$xdUu>C*8
z>opE4BLuLFfj3iN{t*~iz~pif+y-R&1a1f;UK?~^)8Cke?nMy9Oj6rSQb3l`O;L&0
zLXbv?HcU~fm?TULAWw|6-^gM@HMZ`&yU@sQhEeFJ!;3)nEk~EIMEQ1@&R)EM5+VqU
zG+{4~h*E*f&<T<h!TI>g6_Hhn{{Xy{{b6m;=RQT|N_h!?dX#BM5}~=zC0y_+?LjDh
z?Fl5q7?L5Sp5YDQ{^jjgFpbQYn)$4cOK7`<T<LgS34U<%x-x$lDJNX0Y-v;_kOJ{D
z3cnn?PdIuXJrRB}9(f_Iu6U2IrhDga4A~wx8V|+}<jY;r;30~#VeB0}tdt=UmMuq2
zs7O-OP2}ElDS2OUF$XzWiUsj>A&n1w8XxZHWGRtau~IqHY$zB$yW1w}6b9Tm^?5ND
z%l+vgF}<^+iT$0}(aC{;#NVQAb=ov-Pq^^hFBItKt<#o1>%7wAl>IcO^cEk&*``GG
zP^E-*==cU=$suFQJ#E<`ZP_Kd2CNMU{hWVfa*nGpyK>}3E=w_Kek_w}i=!e@cdig?
zgZ};cmfRGbuxqVtOMprE`?+70GOSdt?@`unNzb!Ks||cdpfk-ZhLpr3@-Doa6j|sJ
zp-5OS8R0D+?pqV)QyuR2N_7MzA@D=dk!=BODn&sWH#0S$Almu<7fE(MNe5evV<iXO
zks@L_?)JXylMg3qK3f?y&K^dew|S!)c3!-XQVOMw(mt&R+`exTw15_-2PTW#0YmyH
z)~<)$PYbeNr&#Wnv@ZXRoi{}T+MF@t|8aEQ;Z(nG9M3%VISr%8L47GBM0So5Qk0C$
zj0o96wqqX|*%{eFM)t_wd+)vX-W(j~{GNXQbX|3c3(x2I-1qx_-><i&UQ+`8y&NW<
zk{g6+cAwM8kG#;R&7_RYq-vGf18A(X*A$9dRy(}^bAD(!%N+#2JO2b)5_#=fTQ=^J
zQ}9&{523TwP)hC%*T4<n<CMPO5vFDAe0+UDbWfo!Wff}bk%9)}tS2}lOGbLN#pXDF
z@76XchFdtLpd(a`N*Hw1xg&0?rsNqBty$1qHh1NahR2`Eqw61AP;GN@vp+K8Z3eG*
z<$9mN1;^cnl#f4ibejArOE##kyo}7u3BAXT$m2rR=d5Ts4_0RosRtbw+*#A*>T#`j
zgwwKZy!y`%9z|2Hu7kFc#75WXMCd5yudUW=E7|-ZVZj$k+wmzbhIVz&b91;Bl%8nG
zcaAPCame`X(?qHu*g39C(=aY-tF&dKde25?&CLD|PnC|$70(P-&5XJfWbH~?Uo~U<
z<fK2mm32w_e*XOD4#XF2^%adG>S?9J9WDql5k|tP6q)AX@#wt;bOofXZg7!O`UR&_
z>5cw_UTo1m)f+cgeTH>s;)xq`Jfgm0ad+KBqy_4d?zc$<TCd5$5*8;J=oxTE#w6)a
zcn+2Zjd0QqAhVL;0){py#$lc2Ym1UH!uLd*6Dv?6OmHiz@^Ff>*?VR_NDvH|QPk(U
zd;onOnhEw-?qi4*X`Ph7e)oScxy%L%5-+9I{&rp}AB7fl_qH9<*$`V`_HSPZJpSST
zpO0Z`oHl5K8}vz9CJm7$#ZEicL2}`Gw4oT6wGM6*DxBLT>@iZv;eeYBis_%e!ePdm
zk^y8Jy%-|Q0@qEx8YX2eL5lPlt-Wo}#2s&pAQ|H@q0+Z;9yS;pSY=z0t9imFjaVRx
z&phVlIm6E<KpR*c{G9YM;k$mDb;bDhOw1QaXQ{_%RVzC3#kFwrJ#x9Xj##w-q*W3F
zV9~bKSu=uvaYVEQk+O@omTKvow>zgH>b;vW_?{tD#hOyUV^psnjq3k~Od(98CG<Xo
zs-ZKgCv=^2vN0N#okq5AOk9+m?Ozm!_A}Dcn{aS+K2hO|<eL8b+rIgHkCM_8F0fdy
zk@_Fe2ZjfR`9-ATEiD~{*v6KL0RPvx$6le|={ik32g(JNAt<EE!s{8AJp2pK-hB65
zgvGW+*z3>YkQ@Z4t6cnYLN`QWh8VJSIWysFr(Da$%|iUo?l{$OqMSNE>A7&Yl-69%
z2iNzvSyxv4&AWVO4(23%YW>ttWYiBv%ZNqZrtd9@+eKji^Kf4usbg=V=f^Q<FPE|I
zXQ-VkoyV@%COKHWJ|`>NU$L{|Q#A~cz8pCD80xTh>&?(jsx5e#pe`Nr?-~5c*Owl)
z0^$)hM%=4#n_+Y87@}W(8=+pXq`Cy>fit{5Hjm=UJG{?3+NX9}xAE+(*lc&3^)DD(
zDc;5BN*w5b7>|0^B7(a}-j#jja}4Di&Z_{mvda5Ig0t9=C)L<z1;{Ozid+x>Nx7C8
zY5#crkcHsyNG0ijg<<WmQDA8hhvBClL4#NgOaxHC<ZtU@GV-}3mXGEzDD9VB;7QP#
zW{l2Jz7vh^>EpV4I&P11&~8$PA6*VRYnBAbUe7&Z7k;PnCGQvdrTm~*1ZHxmCi`fn
zC@>*4aHlRXFMnuct;t<Ym{%qk8E_o*?T8F&H+_3$W!YqXF~jC-^n|b$#|~$P0De(K
zI~vjfVP#o;LQxYo701rtMCQu31m96;B}DuNksQX)BGw@OGu@uMaSM8hstbH%-V!9N
z-|tZ|+pm!0F$Q=yFh77#NH;M83q6d)8_w|Zx1T<>@4%q<duh{~B$j{);ajGmEo5rR
z$F`Y}lO((N<i}GcgH|DmXg8&sB&PwC#?s~k#6pC&H}j&D67_QRq^{xzpMj6cl_DWr
zhU>I`RC|&C@s{A9zd<q<k3giO<Obdu6OGHaY$Pl^39<#GN&QVL%T3AU&x#nIiU2eO
z?%N7wL6WjiL<OF`Y?a)w0I3)uVl(gYaIjVVlJU+bW0T@@qXx-8RU%NvM>3fOasvK(
zXy-K|;4Q2Vw87<cG{ipwNQ*W^DQj3K?fuTd#5;(SU+rfmZBS#j;1$;IYyW*ubxY;(
zQ+*!wOIlpvhcV0TjJV~DIK%($rnhdU%Y07v`<0G&xBKnA?zapkB!m}&LfdfT<Ds>q
zr=~bSdvA0z7<7BL>1KQ3W;^O8-|Hqnt0UiRAwR8Zd+sEOvzb#uo@tnjy)bMu`ZT5b
zuFL-Ykit@(b0(&dV=Z8KZdu?R+ryjI8h-VyP|-@!ou0lhzUjgR@Beb1Ys5Fg@s8AE
zIH{KQ38wT9&Li`56Zu&Qo-V*mrQXK>PG^Rh=M`k*?$o!mxo|jcU)O%X6{MN{_n}rw
zaeQo3`6?cnAw5FAUBCEs{2JLpK4)^8h)kkf!^^kr*HkYYJI!;QJcSPukJpTGJ#EMN
zPk+GaTH3ISIvOTAHfgbitA~lLoWjRNvhok{Ep1TAIAwEplELlQ$?F}@JXXiA%G{sP
z8jx&vLB0BqX<40a!q0d#6a{^ym55T0f2%ua=3P2nh*kU+@4uHUqb?pekDGM;RPo!x
zl)LDV`_$sMs*f&4;=56NRMK{sy*OcH=sfyYZ57VT(nDhvE^t*}G>LO)X~FrD-uFmt
zgR-*Y^mpt!Ca#z$G0k|l_pg7}o?9R4PV79ZpS0@(`$>is@`e?ph85B1#tDa!iBBUP
zpL|=K!4bN8LIog4vRcf9O+Rjt{FMDZg?MB}v8v|(bO}xYSXt8V1h(OM%9LE1xQ3#D
z_1N|=guD!mx>Shx=Fp|12bCC`C)`oyG%dX3E3p8da7DLw^mJm;pm4TVzdEQ<fDQQk
ztV-4`e2_|C%DaTLA13rlp&|L-gvWjRc?Fi~cGqkiZU2f2&FuOoSo$+?YTd%=ceJ$(
zz~13r3aE-mDKd?HxKQJc&WW)vTmO_t_rvR%X$0ljr+4_NNudW)^eegNTFrMlq)Pg_
zgv_Z`uc$|dpZwKGY76I~klmIIVHlfF8SfWoo;pWa<dQ&!y*y={@0}iyA3eDLDy<3n
zsAjZO#HO4MQGf(4LWSG13h!HDXG<>44hb|3)OS|~=LU8T49+Wy&YC++Z=Wq~9WqZe
z<{sz#ak{CuC3ln|yma?3ow4N6y-s!zhpWB}i8fPm_N1;S+0ug*H#QOU{)8Joc&TyW
zDM)wQCAd%GZm-M)$KVV@Ey312?O9^U5Mto<XFbx%OlgjZdGR%mr~A@F?p>Y`d!Yfk
z9Dy6m8sw6Ca$*{{pPWM5!26EZ|HiH2ZtOGZNJW2b3W|!m_jVTOV(;1YRNM>tYE^b~
z=dAc?Pz9|Tp%7*3CA^oUUNzpSR=}|G@xG>cqu^;=KYL^{&8~YC^%q3vxo#f4zn<G&
zW7p>z*iObxHm`_Kg8$&eFXzr_^^U3aPO0?{f9RY=G$3l0S!)+qKG^?Au#c+QWD>WM
z!!&yjnY}XLWv8Wh={&2v02zLttr;0S&O|%%m@|wx<5PNwLu6uMtM1I&qs<#%ZaCSf
zpSet&I8U8DU@X7h6S%hO5?7ZAEh+8R9WgK;H88{@k~B8xAOZm4Z&B^Uby5~noKv%=
zwYiO7OcGnaYaQ>7<{^1<7s$JuXfligoWEr|A6nrlmj>y*5a<a~?0wzC8TL_NO~!c5
zPwZH#PA1$>Ej+rgLreA1E$V>Q3uXBvaHx&4$uuLRex!u8b!E7&vg4Rye7jr1zjW&U
zC85{ECpMbsJfGyab^nh1cl4_|%X|KuP9i2(e^=862m5ble2<&60{mOjH|2xn#XN4p
zQbwyLpZ6^Lnn@_2;w(0_vDM_9&wKueary#e=FiFwHKs3(VdT_az;?TdER^UZSknPB
ztFwPFf%}GyXh=qo@HaBVgb+EuEpLTG*~6p8*(pZbl5%OCKNcSzdD)bQH6w(=3l<0T
zO``l-dS5L)#`g%rLxgnzpM9hXn9HT8?xixrr1DAhwZNM4ffo{%hVd$dI0PV5CLcr-
z%4d)OjE9k_>kSWpqpK8CNTpH(xCBXH$w{+#ht<EmtWUpgO8+);LI3B1ex!cEjNBDG
zA`!TOf3BIyb-`x<Y%gNfSZ>KGX4xQleN|&)Tlv<4F5`+C^_DjMn*(Xf07uIJT4QYq
zq0)WIonXq32h!>~N+vr=-(w{hNQqKAb-~U_+O@4&e_fc@ip?vgGzliwFH4z6w=$2<
zCB+9kMZlJlN+oF||B5QzH@6$#MlP0u{cZ)rdlUNJ()Yi)rx3c&Obtt=>wI^AONC}b
zcVjzh`!h5oY>nlu?T^$7X4?#87+dutmD!!4=LhfYTMXi>-HU^I#pQ$>p|9SR&WLCk
zhcwrIF$k7o$i34(9e6$|f9w9k&Ns?BTsAW0s1Nxu&m$S2V($dvByK)AvN!qcU&24E
z`D2%*+ctW=^6}AZv>&5@Oj3Dk(%1iV&pwG$`AVQg$BC=P_HE5czFL!=nvxz{gdXe#
z1A{4UZlVE;PVw?xXlz*k37ssN#Vl-mO>9F&_g~#1Bzf`X1dExFmLY9_75OGAO9?;x
z^8IQcOF*7o*~>G(sszU^JML#IA3pcgPpR6JWdpCFL_j9~O6^+HIjPs9i(j=TC4EQz
z)g0C*V@kMzDzUL5{;5tFNhT2xgq5xu79ePpsLE^wYjs^yX;6_s2WtBPm#TQFgt*(Q
zcsPj%h%Ub>y};WpR0sb5#PXq_KM!fOUVFm(1o<AztT$g|KE0=f9U#GhMPwM};H%}6
z$Vi7u;5O{zUm-vwSh9;uD>)IbLZ3ANVGxE<imum)M%Gmwd{jJKttxh;XP-0A!KP%d
zHD^wRhP6#W>CMFR3Owrbk9?}Sppy6RaUi4`7{Q-;1?ZG~OzqZ?BS&CC6paphS8Z&J
z12fyP+t)U~o!}s0&6qF6c#QdL>&;>{k<kv!&k2N++lZ%W`HJT{d+MSRU4<bcX$!A(
z7o#yv-OfZYUyixgRucRBgk$2|nS&A*Us++xFiqz{fe7};SEV&eE^4Q=&z|XxjW$Zn
zSmf1@&e&9!9a7~mS844LNKx2}Gwykaj9ppamr(QEGhBh#OTzegu)~etlBpE2_NHVP
zhXX562wOeMW&&~63*a{wg9Yodpht6lb&6kJFM8uK@5MEqi$AV??!(^-ht=t3YX#es
zu$G6$K1RmIvXf6=Kjq_V?YUz*l)|fO9RHNBVmMAz%yF-FA9t8v8~X5dF@^2aW{>rh
z$#a+Q)bc-!CZqeX38x?8nQHJB@Bj(l#bD=W>o@Bd)_U!vOKi``dAG_u*W0Dn2^XhL
zLQf7_cREb?nv;7Iu=bZHY!9WAdzeJX4|xxoPX++56Rtp2BRF{8=d`bF_}u#Y*LvQe
z)3ujuM`Nbz(}o}Rze|sA$m+X26+O9o*9#BF^D2kyhddEsoVTPFlkq?isAR=GVMu2q
zY=Nqzrv&DDYG}TId-w>{pcFueGFYCO-`qq9^x^i`nsF7*jY7C;XS|E#5Y%D82qNL?
zYHG6nPtwJ9*O6X6_w~ipQgZ&2Fda?wgD=jD(2k4?#MUwROg85MNC|`1IMOMc{tDc9
z5iVP&&2Vk?dFN-wU;(XMofaK-XaUZ1Wtg^3pqdxlh$uB&>iL<q2-ljEz%}a+Z~ykB
zv+&sFC)RF2q$~n)>;v3W;a}dDo6w|B$T?fpTyxmHCHR!h={V%4F1;y65n20Pf?}*r
zMB{kq#+u&9^HFtVRu&_6@uOj@z2>{OR`1n5y1mg?`qeWU*}I6aKU!H#ZwFbF{Dj_c
z9>V6SJ=h(eSp##oB#CtfzAJn(d^?_jJ6;P9zMUGla<pIrMsE_*uk0RvcRv!jV^EZ*
z`<C@9djs2enUhSjR^^~5=8xkkYfvT1;$Wjkil+D*WWv?Y5!Jl|Xa@&W7g=*c2lwaZ
zsVknp1Cf&EnLc;v3RP_jvls@hB|1&Tx;d7O5)<>y_s=t_YDlb{gsx)S4FpQ0tr@>M
z4O)flGJT?D9e?IFd|x+mr3kKiPverr;$r!Ls^ILtp4hol!PiU8edoHx))d!C2DC}-
zF?HwD84%}qmj81vy}UHW!4>C2gm2JCeR6IBz>POamYY?%^4{-M{VHyEIIpiNx{j#!
z&}-(a0jMBRnomD=377ocDVE{(&D`Lf0k5!qn1n__ZjHaq%oEMDE-bMk`C=_kZsmFh
zv6bP`qkg6F`|PXEWbesQh}aT5zww_FUX7ZTqq|S-GfnPD$+Q0=%UaXR{G`i>+|?>~
zKWUz3WUmq(`U$@i-ZaRTmpm-;2oKk7WM=fhD!=7U{RvUu>7sd+cyUWEY30sa1$HK<
z2o$Vthnb=VR@sb5kZRdGfU=!!!tE)2f029Nk)%Vtz2kdZg$xfrm0ZYI-Ud&)9OGk4
z-ct8(G1rEQ^>Aq@pE#0_Xig08KbR1(D>1qj5z&>uB#?V43J=b-C?tZ>D#RkEst#y;
znJl5x%iY5lkYp|l(?k;#KS_`@#<%};usx=K)K6}O;I<aF;Sl1%WN>ABlLa1pK)~UN
zhLraqK!f!Q1JXToV?CE3;Y?(SAwtHIuMT~F@(+Iav9cJSX7l>^q~qX+$%V^W3Wm8s
zj(S5Iwxa#=P+H#9Q-o8Ao>7DGuIk<UI`?lY)6;4t!{&aULw7&hir~T$N3s<5`lT;G
z!!>1Ud+GFf?UzX89nq*&g_!jwgo66oTXkv$HEM<T)C#IJ!4Ie}mREBQi)(Bx_x`?@
zzvG)Ev2fsPiA^<qr&9de3;9TI=>3!EQO+OZ+&=_CvH-VgX|MW83dSJK-szW<TcLhc
zu70`ZGxbE#f<8^vPuv+MN#DAK;PGEUjTzy3q-MMH%&N&@{qLws(KfWrVh&#GOu=E*
zqu})t6J71jd3koYq5bfk;CET&d#T$<4Pev^hZg0Y6>%83LUH<+<7lgxPR{F70j-*8
zEUh(iJ+`2m@Ad8rp`FswkYmLv5>8C`{CtJ@0d?>G@ssY2Y20V^*M;p|`!2Jy@IJ<h
znrn}H$#&3r$8*=R_WC_6qPJF;d4-uC5qNEln+bJ{iK*yJtG`P*d)l2$%tv=EyMIoM
zB*W>a;^Xs6;hY?+*dW(F<?YGEiFLE}M;8!x_E;P_265_3hiMi`rJ`x(f4sYVas%7w
z3I7f_;us%yk}mkmV_;@-KOnkFK@H+;gp~HdD#^<}0PB3TixgU_m$+``Y=sWD8FB}>
z@ialpla{{*-W0tE`{SDYN4tX8gK0V+xR<KRCpRwP@h@>c;s3Vz@FTGhA7r7y`eb3W
zK%NDCi~{|-z4p4QcGey3EF<mqhuZBgL{WsI5HR4X?L}zZ#4Q-R>llapqyD1><SGT^
zGz8Ax2!PS<bYfw-Ysb_co;gV1T^=iM&$Illm0mlyMk2DaX)t5tBiwFdW@zWza?g%;
z!=?5jVtY)g@bGYL`iEy{SDw6H3l`Jtb^g&(n`x}zm9|C_t9gs8-0E$NXL{kwn|~;`
zOnbfgI(fAo(wx(VBcGNK{=K$@COh9#q$xYadKClJMVcqkw<R8=s7P!`VSEl}=iGl9
zFa~cI-Vi9CHCbcc!SGOq&NeM)jF;`e3y<Y0_!KK}plhv`M#*>7=>!#3RFuP(SUMON
zsws4DI87m+;tF>iJ{{ptpGosZK+%W1LX8O$8`h0G=S19}F(MniJ!AW`Kf?9%O&bwm
zv{1vi4a+6*$Y$cAbq1^#FZASm{uNGL0>XSyu(Ba_q}7TEN=I47VIed3GT$r<mp*qR
zu>k@YM=m4}npj%$RoJW@dGPz^@HhSM(&ah>u)XJTjJ6p(o7wEE+aWT^rRH_poLBkT
z2h;Hh1*MOZsb3%ys88O3bqrF*g7yyGZ@22{n4QGEaXLb{Nl;^?V%Vh7ZwZeXp-Tu^
zjL*V5>qg7Bjg)@+ihcEKRJaCF?&T-)lYF;gc#DQpI#T8Ab5vRuAnnHA?9zir9~wTZ
zF4ms?YspwcRhcraGO^8N3>I~pZ9Jz*mO}r2M|b+WXGlNt2H+(}s{(omnRic9Se5;&
z1ksiN6;wy~i;aQr9;Db#nmuX79SFU~`FJ%$frCrR*yf8r>4qT>a@)eymm6eq-rDB8
zEy{gcob#q?V_C<2sPZz(F8axv=&S^Gh6MHm9d;cJYKu3*DDAe@&lh54o_g%J?gSC}
zeM}8JgnoSIuMx#clNsPA|B-n@Izc0VCg36IfsfFzVnoQ_*LEvUGo*fOZwAVo;Ui?;
zr8s^LNEV?;-snVKvZzX+osFHVGW73c#==|IeTzPL>m=YO-oH+Su_4$@5Q)eIC0xU)
z?V5|IZ7oBkE|t(~Dhc=&ZDh%P15OY^WMYZ1JCaO7D22L0Pk4d>qXbj=3PA}F%!26u
zgEc_+=Kifi>UWE2D*FX#>~W^u?E2tKwgs=5#7CR}u$LshWEc$33%11$`l^AOB#B5E
zic}^Qq>zz%SGp~rl;&tWz_ST}15&_2xCBpo`GOD;@Pe0R3I4J5)-BSsV<_*(o0P*i
zrlt#9Wm|8Bh!xh?wvLLYH#}^lpT5-Ldk(vM--EgNAZW%CD~W=;>5#kY6#doP+E1lC
z$|E_={(evpLS+_A`8k->EP%{3_{chha_c3@<|}Vxz((_(;L?|@=r6910zu9)MtWqE
zK~<t9H1`%8xr%Y%@Y=}T<M=!xE?)u?fNS_#c?0q5K}mqF9H&|I>(!jqBX1c?tQbbx
z_DsX$GVEzK+w*d+$7#F*zeSoVI9p2iZ(LJ9E#+Tv31p%vUS)#)Y5;cZyNpsjmB63>
ztiS)mDqH{YX~(H;|6$Z8mj(n$>iq`Bh!+n#S*!wMli3%ux(N@UlZ;I|elJ)5dwdXn
z6X$76aZgN!&J}dL3n({`Z&Ns+qOtOr{p?nZ%j*&GTOkFdJ?iiG*0t^~yuZKlj-E4%
zu!)>7?O9jF^R@!MCn=)95++5g+=LopdE1OIk_}mHQOI60CR@rnGGtSm_})ldm%#l-
z>wQ)dNB3W)aQEz2&KV--W{QlMX0rRfMRPBS4F)vn=uq#Ra<ezy*mb6JWrSAbB%2O1
zsY))~xy?KBw!%DVb0C5&V6Q92HCJ!9z}Yf|u|2{NOLPgJqu+OiqPDiBtC(Km2-<YP
z3-G}Go)6N=vN)&%b@*Lf=}MvrjXI;110`tya-#s5R&iFeXT}a6I8*Y-O_ZPP6<}Qz
zoMtx-@CLy1Nh_}UL9NUOu->iFOyv&1WQcz?b{990R!NFKnC6Al5CoL>pAJ*gr>mg?
zs^Wth*Y<X^b~m70VNgZxQvTY38MKtj@-Zc4|JeBRX{BR|A&qMVmD3Xbety;GAM`Ga
zEL(4@eF}}v-8T)ij=3|(&i+?37MaV0`zqO(*wiFP9>mDaj`!tnbnaA7-)xUm6g~e$
zU3j9SN_JJWwvD!$JzG8cjYnsqcf|C?e-%eT)+^MOYcv)szXhT%1ntQ8e+R<3AGsI5
zJhuNlX*bnH+nuYIljodKbru~zrEb3Mp`w1SC4IfENNHUzP&+$_Pjcv?cZKpv^n~dJ
zL)|Eeyd2Id2lr{)ks3*tyOVM7{$8w;2Ng5f(#+1eNml)HzSG{L5x@!7<5FPK>kCCv
z&J~JXUr)yE_bIqni(T{%wFm|+7gEl11|zG54riBE&R?t4e@Ma}_Vn!c^(~!Lm}DNV
zLSL)QbHDMZ=E0uMOvIEt(CZ0y>w84ff!a(BHF+s6<q6M(AY$)1Sr_9HztvT+xy&={
zI~(R*oet&;%8Jf2j9x&D3ELq0H--t4dnlA~JQ(UsSDu9Bot4l>YC;Ib>*gM~B-4`~
z>^Gyme%f^qO8ez=QmF*!ZKg+C>-F?5uezSz_wXvBt?Hx=gDRvjVT)|{kb-@<`L<>p
zoKgS_W%;;_!7**GV<j(H`nC?5w~qAQ|G>JrANG$w^7#Ae5EP^>2pwYIftvvzFwIc3
zZO?ZPQBi!H=Ml;}Mk$^5@^q*}JqQHdiVL1>_B6B)ySMNxs9WUSt~b9y5hYPthlkHg
z*f|h9ESQaSq9=GND>^5m(jr6#tim@G(!ic_(gz`2;=6-y0xn#D*ScGPEUVue#rt&@
z?X^V<F-zVpa4oLDzHyv2Ge2$h5BzNTF7#<GJFr`4|6~j5M#8X*6TBy;H<9Lc@MXBg
z&R&ThKI^{8pUqN{nrf6{+an5$<HQ&Z-SpfP6?QRTbTJ*Z6MBnCQi#x<w!J2X4>9@x
zGP74c;Ezho&#hiMGw0pzIH^LTrN{jo8=xAB<)xXpTx4O*kmY7&vG@y&Pqg?i68v?I
zx`$jQg(R=P{uQ$mJ!zLjgzuKO6yR>|FK2Qhs_vV59r|^yOZv0Sm>9Zx4t#`=7uXGt
z^BCO96nw+kLgQ7)X?HSl1J<O$J#$r#{WjZvY>3e@&_>4WU5n4`axq}Ue?Iq3tgC_G
zJfFA8iW>Kx6-Q_``+t~Oqi5xU)n7uEFKA`2p<vF=!6d+gPtXlpq3fgrNwX)2nZnR%
zv0L?>fF<0yO_jZ!7fh+!M`=5!IPN_ixFkB4;pqL!y5+avP}i6PHuXqLW;MF2t9vw>
zHn*!^-8?2|)DD2iLN8IJfla<?GjyM1om{@yNF^Xuqa0uUo<T^gty-?ZmGC4p^$#Ah
zp@(k&!bq;e89-hm^8$S1AgC5>@^ito$-KuTd6<%m07{bQ8C3LUfa@{T|1<3mL3=VO
zM3Gb$6KJ*d2%{-dsHRJOG%pD1_|Kpgv(#KSNqjO3Z!nXDERfd%oRKWn>jz>-7q4g(
z2LLY{*Fd~XA#D160sa*frb^fw0Q$oUa7}>D3u3<vRR3#*7Cn`($>nbhSwI<8YUeaP
z?|r=vkHXG5dx_^T=_zAjOX>_c9LNFLjce&V862$t1YvQ3l0u_`Nw?scr3cWi&A^&X
zfV{^?L+*R=978`<-Udc_eD61n9W#6IA0skBW=n9IXP<(mx@6F(;wryl|BK?ai=(m1
zqol{Z4W^x&sZB*#Og7c1g7lnD#+SN>Cd`87yj;r)7MH?kNOII`t4?*9Z|aqY<B1>D
zc`!>}bjsKpD-vB`?cg_3=nbZM_lgS*Nynn}uA3RVHxSQI=nKw9#tJv+_L1w%(VoBp
zW8MDqYf}#ZLEaDg>d}1?^rsI;h?P`F>rY)~oI@c@cX7_@ye>c8D+(!N1YJ$A)*~(k
zi}_f<sReVa1^A9z=59|nygVNC1QyTR7vLZlF9->6MqvJmkuqC@o8|ebz4s>L@Q5?O
z`pqF$rfts7pkGUIjc31BvB2@qfkqh;<3Lggu=@*~LZMm@0g*|+%66oUxRM^HUx#_6
zj;kQ>M3y7<$ATQ%H?<e;u2|8JrN>?3@9Y&$(yZx+-9Pt*-7x@RvrcH5Yl5UmOSBij
zBx1ditZtIb)_&SM-plH7=TW(PbrC@qI(vRG&~APf=6DW0A*Pf=rkr^h(PBLB*HkY+
zf^<KI@*$;gh0Wyh=hEYN)Y6MS2Fv;Ja0NZ~Y5h=M-xRuL3~gAAfCrf5KydnYcLZA-
zC<aJeIkdyF4L6X5#Z~iLb&=&FxP?8pr%~&_PwoiHUA!@o(c^gIoXNW1yB5(eQabM#
zjhxrPSpESDkhsF3hiK9z>g6H%KUc|O91m6n;2;@$TsgyVu?XBdy~g|2ja+XVGo=c*
z8tb?EkS)<@l+0t-sSboa5KP%^&3;tzcTFhf@6ZTZ<%$-3c(QSH=hW%jmD?`@Qx6gw
zdMbN3<q=b(tmoD5`sv@v+l8U_11clj>*uZqm%-G&Eg331GxF6;K#bB$4?z}3Un%ij
zHOh`%Q}(rQCoulD6M473qOsnRW4APDv&|s<kZMN+@_zU6``*Vf@sWMcvS3+e(hLbX
z42kTCI_w`bqAlJKp;Y=-n-Hc8a9_+v;AOq|XppZF%SB@x;75!LBf&5+ld;^j<7I-2
z8NI4?>o{hiBp~uQN|PuU($`be@DyNqNzeF;6v|F@sB+=@$+a@8>h-OM-lnB5zVPBV
z-z8*enCzVIoSdI*?VtSnFWTVx|JDwngBk`3AD%}Zp2z_|G~~J0z}q@Nf&$PL6Wqe8
z6gyK5FK+3{wRDPSsDxzLV>*C61<wV^H-516pNJ$`CHI8)U<ewa#5ksjVT2OCfj6*?
zq5Xt(Sq-|t*&d<;2m^pT!%FVGI`Gkv?E)7Rd9>i;f7c`rHr4YGT4$81cl*~P=xP4<
zgWM1@iyIyRq!s~3)&VEx-$+eEp?j~$w&lIRs#q%GIhjEfQ>^8z@TD%OvY)2CF=>b4
z!jgpm%P~T{pigJOnCr(Xr?&*SP577KuZFX~HxLznLq6)(X7AP;$ypn%9B!RlCfdxh
zi*)5%7ExyTxg>3tj^U819r0qkL3#mvZl_pDL81pL|5ypT%;W9UWl(1iLd2um*<!_O
zKt9U$1TfHJ<%c!)cM;tmVjs{h607OP+JTq5(NmJ!TW}rnnhX#RN%(K>FQxGtd@zk`
z;45(9=FG-P*teh^TOnr;{ZH6Xl$o*#Z$j_+BRjsw^#uLw3r$vTeY0jjPssAMiirwq
zK#G+l$AuB$Y~n6a=4Cn2RhZFB?^EIh6ia*)J*6Lj(^qG&46Y5eYmJ0fm?aGmE%UsL
zB@0*=>DJrGcgwE0jIN8Hrx>Z{9SK$&ceD+|YMhH2e&C<&=>e?8^WR7i+2m^H6O42+
ztOBOg1xPK@$+;U*+K3S28zKCcei8arZI;y%nnLwSaDgUP-(QBDf}qdq>+ipVT?^op
zm=5125m~`6gDUVGd`#D@olI*Cu@Ep9;JHX+jN}I4I#Gz3-+af=vi|ZBKEkDowYK%2
z_mZqFobv0iaaHkI=DEo^xo$c6OW7{*Rb(9~HuElc!I1d-RA*Ifm+I1u_q>fzL2^~W
zV>Lmw9BuZ|T{q<;8$R{2@aU5GAC=y}tUf(^ZqD_<<he>^cwz<VR#+r-w=g`iKIxBE
zcb|5rs_xr<O=jAT*`D{aU621ps-I|hbVkZ-WxX!z|J|K58imN>LgwdTE{=|9!P)qo
z<CI;#7408C9>1+?ZSIs?vROM<9_n8uPQQKi@uTOaH`>D%AJFp_&)3(H=LeYmzJ6&*
zC4AoF*`t#RP+xMsaj)gM7{#=V>r;TgCdOgEItM=fDpAoaNPc@>`QpGwR~&<#nL#Ed
z;|lET>Jg$@J}{-*uSM_=M`r-0M%*M5u#XjPUmOgcF!{jelDClK6Nq5PdR}5&3LDJn
z-KMPmiMvq9O*)_CK3+hwB?Ne${eA`Pk4w~iy1rMoX9^(1;bXxCt`m<7nnPehE>ZOb
zNnQp_c*Z<NJ{HnKo+1rmbVv2uFT^(v2omED&&&9b+8@TE5juL9+y69ABtHwx)Qc&V
z8s-S7Tq*Y0#UP?BxbZh6+B7Ey4fzOiVW-}mHo!>ug~48q-jc!t+`xtSe=vKV5HN+@
zmU^||cvj|>Ie)T^Y38_YfIj0sSFat=J66!!z5U#wqS{PdJNJn|R5QX}1s8T7c8A&F
z)X3Henk43hMcv0VGavcKz(|5Xf%xp-eR6dOrLbm-ZM3J36;KTGM<q8Pc8cxIKUZSZ
zar(}a<3o0*xk#Q8vTFAWyGvAZFFnJ|Eev88ZhBjE^O64dzx?xT_2YBK*L9l1wRto@
z;lYmk);9xi{5V*;YtrsFDD!c_CP}b^DQcH_w&o6E;p1O107E)OfVc{wE%>dmw-5ga
z|H`ZURbW>v;M=8`y_M<O$km^wjVD9@E@L}e3lM;Y0?j`~kF)3IzgPc|on57>a%iJC
z`Q?vsUAcWuzENKOhW!TvJqKMm=dbCkwZ%f&54qn*Q^&>Ki;sfA?(g2dmq|im52BFH
z7hc6;A&+JCg^vECa_f9tck+-WED-=*3n9F~RrentW~p!e!!fD2K_QKAj=9T;4TSi7
zc!J*&k(n5?5L-I&@Ij6B?x{%(T+lj>;~Ih+Qg*!7TPKBCWngYvga!>z(?A|}=ZR1B
zYmKn$)*4~rU44UQRCS^RN$uhj1q?x^zD6t(Y;?9AbGtc<fqY<iqMH}6|6z%yLrbVZ
z-r-#j5L*MZYS~pNhKD)%|87n?4N?qD?oc|d+B^cK9XRuRbojyS>wJ2T#r=>Y6ov`0
zd<0Q+(${>UB%^Bc$^NB-g{h?u-7sz-fnhZMp7a%bsk-Ert6jw97Zu_oWz^BIKlyO`
ztEX%{ol=oRIG#Vp&<o>#=UMeP_|}hVNYSXLtH0h0XLQEBH+dV$+Ll*2v~w|(a4|H~
zI#iP}<c3E5mk4C)5!EMV<}{@a$5Z~omcu%l-4>eXzE#M-roR!$Uu@RJT-KRygte3S
z)T7G6A}eDfiWnllJ`p<gc078JFR$)PsxE9hz5svoq5w$L9-LpUUlQK;_(#P<PK+W_
zj+wuP_-}e^q_56t+$jD_mxB{^^CT*+9q*trqv#o5jmtRuKo!P@q{ltGgl~KpoyAqp
z%*hkQBIu1d7a19v7%ME!LVD_IQ2W*3hc$k2z6L+wqB<Kk$S*5!bt;Uxe!^{iEU4bL
zAMkay9L<627m9R#V1gAiK_HEIa4eVp22(`t_3gok2U$Hn&+faX>P-o_vwg<?;liC>
znTS!>&pf}-#FgV*pF3RAersKWto69_BPNEsF_Bkrdu*e1<D4T^GdC~{BuP=ZzTH{^
zr7GCdWpA^fZZ1EP)DHC!Jx^-3`p`xVE5)SF%8nWLQq=2Xd^8X^DWerQ`W}aFHg!Qu
zG18_8a8A&WpOFRvY*H4CWW^o>Mp&YMN$YuFUr3+_{HJDvr?{r6y@$I<r-8OTJo@S@
zON-Fy6#OQT8(Bp|qH@syW-u6nyXr*_JHjQsc|A)SU#@R%_k{0MebRFm_1Zf))BA-p
zxN;wxKmK!N@%Ol@dHv9a^Ah6Y#$%yTh}S}}utkh-aI!*oKdV5mB-2rL-nLP!d4Osf
zoUIcwfJw|G$IlWyhtlC97qL9O)YES%-KjF^tCt~|ZM<urd?IfOEE6Tc4|6z0@M6{p
z6s=2gcV1rv=N;#5;9>R|>*u#V6TlE#i{8|=xNaavLrV0>(mAZkBx0{K=`K(o4hcSg
zW;*Z12ms|7$bQ;Vk4-NK%;IhNS+0-0ghkr_P~At^&y#9%011&%gw;g&MSuo7TvJ<T
z!OdzWN94Nl(z`-?G}-Y7a{hxPMmpr^wPKga#UT6>v3uCg_4|Y?^TDB*2Qu8g=@_qb
z3p(g3)CJdoLOP8kBim8P?jWQ}<9yh$`pkv;j1%pL%Jp9fM5Kq%^p9D1Q#dezm?%<P
znh8FFsJ|(p&uUE^XQj1g_np;U0wxR{6#fjVk<okAkU7xyp$0GGLpbz=&c~aHQ0nQ*
z<9n(kkX3IFsQ5cregfm&ZXT+1@)90Gs$EQ^WzB7_1Yqxn@>h9Eh)pcG6*o>6HO7rD
z^qAW(J`1<`nNS(hmmtgb#^*uqTw_LGW943y3fGc^vX6>f);+d$Gm{v0n%uzNOsrS>
zD)9d4W_zl0uFwXe*~29s-!cj!yvrgP|1ymI*28psDHesOuwhko+aD;^Y@6O=dll!(
zK|hC3DWnYVfpkD9YY!a0(w#2VmG0fm;`3UXfDFIZ&P{CS`LA!v1{AVJ9|?)4LDf4j
zDcmp_fwYlYCm0|0+IA*eWY(p^9}y2*gFt-uHv=RjH$aX1lE~Nhy~GBqo)aEo1LLE*
z_>hlE3k260Fu{~yMra}~<bjcV`6XQE#UrHB-vBX9{2^QeHQ@n~mzy}LrPmEF66&C)
z8;lQc8DoirqhIpkKhP<aVUhybB#0iEI3nSNCl>Wm1*flrg|US*0W@xKv&4lDk8Dd6
z_;P^4XA_<Iw>$O-Md7E-s`#TRr0v<y1xSSscZC@7zZoH;U!Ccj6y{@Y;GaB%?!`;U
zI0rbY31Osf96|^2PQyJY!|Qr^@hoj66Y0FdZ_Synzyq8+0vIKp8rlR}Cisx2;NxRc
z5f8pR;&6F!7xk}y<QL;v1$4hEENX}%;hSzi+^yg?o<nHRr^=wI8lrz{se=633xl-)
zb_XWWR8g+XXS{jhtcC0|kOw@0*R#NRPAaRv^5_Mfm!vnPpV0K{w38o?-F0~J2?+7C
zVsAw3KJGn&nfy(ycoD|Vyv8g;f$_vbEI_%wDT^Vvp_UZGKQAZC>VtM=0`Xl~Kj<?2
z;YHE`$gl43Bl;rgC8e(f%h3H;R`Ft+W7f=TfU@bp?EA^*AX%ap`i@dIdS50a%vxZl
z(DX^(<yRdjp$^oy8B;0HjvXzp1>T~4t<q;U41dz^^6Tlkvf5sBych`38$skfyJN*q
z!~D||MhTY8szx<xWSCNzv_{@;C|}+Id|^Ua_12*0YTV~z3k!$i#Ppp->qd&@%Unjk
zeBv|@`d*w@M;<`k_j^wak6K;%_j}IjpADb4-8lppgn=Sj?oh{wMOttVUc#r6;Gf-p
zpi%zquI7tiLldwttqcfEz3vga1X}LOlJ{}XKO{_B^3Ny7ryoI-F6otRbH$e#gUSbt
z4gdX)eI-C%R>Wx4N25RGMz!Vk>F?ds-`nNBam~ud@J0!z;HMRx#kEzL&~GPw{_UDs
zceXhdpOurFoR{NPlY=?zDsJalPkWX8syCf_OY~EQBmaLDuY#;-XlEX&&UW-qtFBtD
zu?t2&6pX4AjB;*(j;rwHKg`gTf1&(jSby0}d8%yXWE*z#vu5t*WbUSL?%l5FlZ5R}
zP<9pP|1#2j^QJx`!Iq1NwnO)=x|Q+jY)@x>q&ix|<8ayUzqk5Nh~*D&)0Mtc#u$A*
z9G)67;o$FAkEz#CKm1}ix@~#7Z(rfYGjMpgx%XD?sxFq{(wK$|7Rdyw7Zp6OKDHCO
zKAf3>K62JSAc%(Q^(ndu3w{S;agoHDrdx;zNxb!1d;JIfc=*d*P$#ah;cPq>p_zpE
zT(EfqSesZ})ZyyP#(K$v<fqqA3Xg_~plq-6cUV9vmLI|$(ERaqQjud48N@#v(^#Kg
z{@^5BD=06g-$Ma7`>~Woo)Nx-)<4?oMfnbW>hPD&p>J{HL<)@n`({c6;y{4!C5{=U
zPK*0$xoJHfgDWpqASG0Tx!?{2tGrwwN|0C-P8$(AjLSG$M2_`c`*fjjx}rWDK-BFT
z(o@0~#vs8A4voT936cLibOqG&At$UKxF$ZAf{v^shP+uX42x=fONliY^5s>+_mZcH
z^^^2|4|%Z;xBo|a^(M9SU_#@?q&9Px|0}Z{4xpgSt{>66aML>-u6-7IJ~FqJ_u+GP
zjgp=~#^ar?&b;8zZZZ;zn65idw6Or+fm+;N(;L8|uIR{v1D_s=Q>k$CTs8grrwAM^
z#*W_Hg6}x)BheQa0!@#MqMG>r6q48Gmq73A?vKq_-%`gF(mV0|vDIJG)36cGJOVrU
zkUNrLR3W>}c8^Y08V(NU3k?hq4N35XO(LL=(Ga^0Fn($FBqhIEKQ9`OnPkhJ4}CR$
z;y4>uaP<WAKkzm9cO{$zkIy&c#Kd>__f6y5w;y<|4>NN3yzJqMnApV{EPMH$qHc}9
z`L94YBfp4m>_U_N<7#H^mVeEHzh0x3(V<q3v7%aCX8vDYU5DD7OD)CT(W<R(hiKaE
zuKuxTt`T$Nt=H|_L8$G(OLNskYGK8x;H?NF2M;&NH}+p$G+upFvIw@;_{+jGFgmTh
z@?`zh%!E{25I`<_jl5%WfW3T6YLw-h&x(}{Sfq8_g&$1bKJ{TGTe89c1iCa+f-~e8
zTwFVxaEeDC>Ak?FQ<XDK67fV~xBr}2tTU+;6U8J5I$j2x6FR`9VgxDg8%R&&g0!eb
zXdLoj^~+7ftr78!^mb?%6w5%h0<c>;-f+_k=>X4AUosL85)@EB@K&KxfT_C*wR%d7
z0GVJLUGO_bXuo82T~DYFJg~!ez;meZ#=qd0C>gL(MSWYD00*<)f)6c=@ZGK|x$WxE
z%su2!HY6ALwC%MQy!f#Ph%nE@8T>^4e)Nx)is~%Z@#U8>wKL|Q<lC~KNdJYEtOR9*
zSvTVMAgCvry)#{ORRpt`u?Fv_pZ?js$GuC>&al%<zo+_!pCilsi*ebc9Z}rz<Xv+4
z&)x5`O?;FY&tAE__~E1(X5)9?v6px4QhJc1J$>xEY~Exu!q<8NWzG1lrWK94as;`!
zC84QkW~*LCJl}v+hk4N_RM<RoBZxMMK%Npk&CI{TnkE28glX=tD6B&%|AnA{yMsOn
z8AN}6;Jz<^lVJwIU?8h`e*!TxJUe&nXaF1?e&^~}&RH)`mbpv!kla{2=<cJ($U@9-
zMR@pTGWVtWcMtQm-u@2>@pC)eXEoQq9Gg!%C!ylJbv@s4-DpR*FWB8{pV~%*6CZdQ
z`+lzQv_gf-j#+xaMx;RCJ8j`Z=vT&T)T}GC+L4*UD+Qg}EKB@vCPOoXOQH98XU&yg
zLc?4(mS$$o%!e;+*s8950xi!|n6AB+E-VX23fb3>r!JG-#@VPEg<R0e@!-4_|KV&3
zh24hQ_L%8KYmtQyu#Lo6NjWAu5(E2JI8s^(oKM-PfqAi!g=&5M{aXWm>dj;Yhs2tZ
z&$LIc<F4QetV9~BFxjV#_A=9+@Iqws08W2m++bqDHVd+Pn<9-TA-)egP<_)_cp8if
zVkkU#@SttiP+1?Ivk-X4gHKYG-q|)hW==d}{L3Nt;jAU7^%Shv3}-adbqVrCXy)vK
z_HvPy_(9P;B{>!kwj};KRl@rfDaHLUN+hp)cC0JG@_3Ea^uUF_H(dW#xirzWuyOt4
z%mNznz&0DN<Y5HQGM`0W2Lr>}B-8NkKf4F(1lYyca3m~AXs^>D@W+=Re6gwsshFck
zfvyr=Q%;wx4_D6Wt<VvKo5~-Iav~<1eXBXR0UA-W0Qb24pZjAev>P3(-a!&D3_)-Q
zFGz4j`q*?YjHm}@S{(B;2}Az{8xPs965TK6IQI^Aecu%qQ<&M(_W+FMt7Nk5v65Re
z-bWBYE50tc7<!is9Gk!Ga$`^oY(t!Z6Ha-`06k71IhJCTu4R=LWAlE_=6y#A#sqs%
zH)LSlSs3HgahuG0e!p+qZuz83<GFGS<2SpCj%;#j7)E8cCektir8NN+C}A`O+p?Xj
zs*yn|d_ki<OJ#-5e=Ni)3#j#~Y<?zAD!$1hmRl!=WVytP$YqJJWx23riO|Mq(Z+x|
zhZ0`nll8(fo$vAOT#I%=gfsYf+;1CH$ec9sJ^aIxSy!4tynyV}10U5WPU_5R`2jA^
z_g?sL&P>-klH!C;KM0+(rQJ#wv8&-;LcXc&ta(paOIbwjz<0@g+`hO|-z6J=829LX
zOX!N7)Z~*!PK8DrQX5;|O{C4*rHGw7P-_<;L|<;<c`c}1FewQgP!8TEQI!BSaz)Uc
zL#ZB&Pr7O<G|t-#=@9N*q~pMh{)baJ|5p$d0wMbVTBqZMfD(G6JSBL5b(`f~tcJxJ
z94M7GsgD$xUJ$)_l#GVddN1Hf0SAZR8FbJd>t}F8<O80A22P6W74j`$p*VmxIb}bR
zWPS4`x&iTP5JZR}8^XdZ+`pWl@oE_^>KF+T=uK%7!m*RiVsV=DQ*2`{`%HzvP(8DV
zO*i7j6~P??LRrTzboae(ep>@CX?A!TgwN2w_@nJB62e!^bhxm4bKp03ldf5~$j}An
z*$2_u*9Y+QNbbxaunG-woyb_C$m3^-9QG2lgjFK=)S_en6@i0kNy?1nx=XtD6~Up#
z0a?_V%QrhQnMtyD0&m_y7XRx!{LzF+!QmZwEkLX*7|;+u{?|`B?d7aVnPH!mgKHPU
z18loKVWi6$qNEbGAHQ?%CUfICZo1C}YxUTZS*c{frZ$jcC4112Xq~W7r!W->l1Bj_
z-!ca>1(W!S-u1niW=e8w7I<J4a<m=LN)o&<_YmCoY5sg^awTcJ_=YTk#$tjlI(I`t
zI%_7fF@H7DsE8=O_><#LadcjXFEiwcTD063U8Dzz@4R@fd;{OM#0wT6szCmt<g&>4
zbh$U9<92Vx+w$L%Oi7=|fgd8ji`F$qZ|{$LSv_8R#4^)~pudfd^EQ3f^c<ZP((c!?
zB||x4@c0Qklkw&J&;PKCvz2&TaF_YmEi9$6Zm>g**ckSRE*d<{H9}+9CXK7(2bTRw
zRvu<4hu`Kzw%}dX5>NTF#|I`Pl$$IT5>8onW$h-3NdO>BAG%72C^e|2m^1}hV6~IM
zU<tiwPNPaouSQwhH*f6DpV2!7<53nPQFFiF&F2ixWplaa<u84^%wgNkNy_`<k(Rkd
zT8QcjZ13uZa}Cc8=2)A*w*DMck@mPM<4KjKmQ(t#1=(=35+-Zu44wXNO?BgfRilDW
zpZ<K>`ttnQ^_P!FtrNaMyboz(7rOtp$Sp;3|MyErUZFZ7%Hx?Z0iM&}sHn4-AGcb4
zqsR|CX_r-={3oIK>%-eV9mQU){uDBN6~3s8iZ3@u6+i7MW*iw??QyB?CE|}7{zvrI
zG%$&s!#Pu#lIZZ~53M_rHPh3Vcx?v3XYRrdm(!KJFcO74^i4aCzCP?(&(3)R^tXF#
zGTO`v6Es=WZ_*~7%qUYAYw+}_l|RntaJ6Scy~J?7#}G{v=XO}lCxSU>KMrDodBRGG
zKAt(o`W1<V;N6Xl0(Ia&&7utf+TcJqFur<8D4cmo)I1xMCI#6Z*5AD(>}x~F0^}7`
zH?Q=oaOs-vL@g}Yo@gN6n6P;W30^EaKPB>kk$kvG80UwFJ7C*_W8It=xj|{{V!2r`
z0$hEbyco(@yiZgQO>Xi_Va}&Cl^~udT!z64sM>!Ar!-OzVh+^3|ILHI&^*_3;2gBV
z&3>9QMf2%dAK7p`f=9hg9fCn%3HbnYMQbRKhJi8aMx4|jB*lF2_y#2De4o=v(G8K@
z_mU(fd?G(AnPtoaHnw`5+{2;}n9Tac=(<bwOEbN_T<7e9t=77(^~;>(t!$6H>NR6I
zK=KMaE}N2fkTiKCE2CqP2~tR3usRwXGYUyw!M`t17M?Os?_#}1QhBYp91o#ma^JP4
zeWWK;zE!D267=DOFX3lxAT0F9*a`9!3d-Z4{u|CR*F(qLp5Yza!<-^iscbNpi)IYj
zhHS%*T4aZt#@yG-T;xP2f+vJfXtplvGXFeWt15g~Fjo|{!-xw#g&KYE+?hb+<bom7
zL{e}1J3$+U|AaZ?eU|{&&Ps*Ic37O|nA?isTeU5x?mj%?eWLPv&Cj_t!Oz~ERdG5t
zOP6itYK1(~QuIRpX2PbXxnxusXXKx`NbipNZ@s3BUZ?MhxmQ|3xz*_(5q`PkHHFD%
z|753W93rBo9jg&VpW74g@-@}>&{Oiz0}8S)$A>pvJDimTzms4k*Eqw3-{BS>MG2FD
z<gScuBv3D|<a?SHs>NFzo;S{JAqUhX^!tb?2dT7q&ApU_=2tP~a`}*@7o;tX*985M
zwQ?t;u-`6BhpaUCiJ*WIBMMsYeEKNhzTnH_W-4ssh8uWi(hwV297DxHj;7xi5=Lkl
zw93Xg7`P3*mmpN_p}xEA{%-#V`&%(JEfX=j>5|OTAxJ#oEUitCieSy$A2UAAu8=zl
zD%8Ei^Wcd>pj`~mL|t$)z>P)nwnDcKBq&><s|V1*5k$-8wY0L4-78gXGX*&p9d%<V
zs0uda6@AxR#D`d3t>7b+#Y_Lqr%?a}y7Cd*s*n+m{LLAg#~C|tg_1|3j%FU~<S7WJ
ztM!@Lt?^GDn>{p<{G+3~&Xuj!{ZCQ(ZwpStAAQ_{80q`GW%4Y9FMjQ@;<%~pyaZN4
zeb2_V?}cHXDm9(Vn2yJqoAIU8$0_9(U6Y<G$AK+DL%!V@G)LY<F4f>TV{jGFphv~s
zPHoUri#9NlEqEGGiSGXc?Z9w_R&dln2(T#hS6kGsSDiiA(}!l*K&cEuwaYsgDNN>?
z&ug=iJDy)bWF==#H=pAe&YecUNv+a_%M7ex4+!Rr;-4IXY0dY2dPnz2=W%OIq;l?o
zotxt@Tl<8-j>#2h_M{)QAOQLk**S+CoU_LA{ENtj6v&I-Dul4WUjoJRfZ!V_kx!<o
z9k($)=4=?yy;zPZZ^0khqlq3PQ?Pi1Qaa{7WF$A2;iYZZM*s9=WMki4FCrnZ{P|r2
zJC>d`W;9A-8*=@J@t~w?etp0e4Y^1)+*82$jPiafYeY<xSW<~<!@rh_?|?RB@wO~>
z(S!cE7gL8p4BZ8!n8Bj8#a>3EKFPdp$NcxDASi?{u6?i`_x29P+H~6o4IPqrZ$Ln#
zGdHSk(ZJktYDhTq8Y+VGyuiQAL46SX9mUk2lc8O1v-TvS@yLVDrJ?)Dc$z<6uve)(
zotiGswCnE8G?}}E2qx4y$(Cm?Y0L9Vi1soFw7BV;L0O9&=!7RC2kNJK>3lANz=7Pj
z_L)@cssH6~Fpp3<hSz3P%lYfgTw%z~Ib0*8TO^sC{xl&N1}`AN4MO%i;y_0f`KsZz
zh4(+I&N8gYKWzU}ZiH+K2uf^pmm&?LL=dF&2htJ-(jhSh$Uu-rkVcS{5L7@qMY^S7
zbP1yejP1F7{?D8Lad`MbUZ`;I{$AhnI?vAuBN1G9T1<P=&aqpc_$|Y@H`U_t;*JpU
zQ^O&8uXjJ=T}#E_`6r3<q{be|DA}U!@tgaTe<%2UM`PMIRQ!h`JaQ<3BUdvF30_(}
zU0FO_U&OAydV@8Y_cxudOSP<r^hrB$?aF-ZE12>(Tb<IqQk4S?sopN`pZ^(ry!_rZ
z1Qi4YSA>zU6@@Y6=UJ^_7U*s&8fv!(6}AT!sx%d;H1dQo(4p8?2z&Oy75UB8H(&pD
z@lx)gAlqvUmeR?InWrXY_u0EG>qE&Rd(Jys&kHnEMTJU_wEH+eldG+se#K%Xhh7|9
z^A&58%=pv2{H?AkJ<BpZGn1J$>uy%&U8qyhb;gbBAGBEeK1Zw>Ji(JiUx0q3_laQK
z-}z+*D)Pn+4PZQLaC0;ykbj$@$hRd1`tP(e1?Zl=v6-JPZ#A`A<rSsXOIA@N4|t&x
z)YpC`$QN83d!sB0QW;BK`R>M;`gMD9_3Rd>!lD<|8PYoaam$|V(qEvGf{|;tH1K4A
zziGo7Xy~PB0SH%1fMuSZ_dL6Z{GDN77k_qU1RwY*MfgW#ynmY{(<P`WFn&jhUdMof
z8_<Z26q&GqY$toJ1n5$YQ_|qK2N3)<HVE)@#$E>y9IL=WT;p>BU=g+}BW+)T`Q^zc
zilw`;AwqR8VdU+6dBanP&ZrSQ{BuHQR0$GLw~h(yvD)n7IFL&^T8Q<&sNUt$R`%bm
z?3J!g;XktqL%&qlb`tgle_1A~ApLLB_46Hc;K9{j;%tIi=#NB!yZ``QlTiEL+IjYw
z$_J8F3jd6=nzgC|A437}?R5mrvtM_>z+qofr|k#3PfA8$7quN7CMr>qzk{zozW)yZ
z<VDEidZqI|G?Ip<CnUjac-7{0f8&2q{U6qWMl&t}_@N$2!c@xbu|y^lMmn=Qd-;@!
zNmO8K^XytRO)z-^<gq9RELjn-r!fK(uxU&OV3PKr6o504ChQ4l6j5<JQGt`=RU<Os
zeX8W7dE_W;Vrk=3WjOfeh-w09F4#!b?=jHgPQ{K7>m|c*p0nXeWm@#uTcv3fQ1L03
z4aO8d|B(0Xs3<UZG+BHKoV6$Yxr~9SfDAbPwWa=kr%usnrgNN@NKO@s0~yb~v|U!w
z?5&pl`$cjEbGRGL@Qw77?Edrj+izYGo<9XRQJPQN-aI8?hn@gs((L4)O6dJ#3RVva
zZ?OV)2l+9pQ%k2V>Um?)lkvtmi?hep9c2zO-|zUps#^P=H~B{y?zT!$JCieP+8;c&
z-K8MKV^6ggGsYAub#DRYIP9pi+*Tlb%Z8MQZFjz`=@8b1NGgn&5}i#?22QE88$$fe
zUh$ce{FmEy`kYKC+_7A<K?h8J;~C@)KE!hghOMlNc~f3OZ_dl#wsqIFv|{tk6U@nW
z`;PHjLF2b&#t&Z@cQG4tXBdB$DwC)!`|exX$5t+Y{8o+Ec{u&|-hlA?iw{4K)m;u8
zHAfuX+tl3&>R;a#L^?Eyy>5d0Dj<BHe75WxurhWmcXX<7cxE}&Q<t3`EG+!@zvnaG
zlO>kW)Zzyl9QK0`J2SbX3ZrBg?*u5y?%BFUPIX4R|L);D;Fk`PmfQ-|UasE^_tZbw
z$fskA)oEl(@{$o*6VQj=DRa?-%5Z(0esPB{w#Q6U%le6~^?-);(BNGEK=a4S#;3_=
z&Ms|+YurPBKD3Nl9=!>;nk@i-q7#N%Ke-X6gs+m0`Vay8P}pLfsq(qw4`1N5fV8{k
zULLrlD2#5mF7lpY=jzyj@@h>~-ViUEgdIp_Uit)+{<(1XKRt8WAiB}6L8zsHSLE*8
z{*c%|`x9^mP(_Nat1D*QA%xQcD@$O^1QsknEBQj!HWI!5ie6d!v{_~(jGw78&Zkja
zowC#K&+L*!Qq#WfS&;O7?7{AEQSl=siq26cLz06lbM3Y%9k?UF&Fh%U5g7o4oo5H4
zSU}1b((kCko2tNn(36Lg-DLwThL?ykE+SkezXJlNQ^zTr60Q;5f>5h>uiFX{wzijH
z34+vI!212)YN$@B4=9wYl0R4(#l8M#m1g3+f_UaH4#oy*U3L74E;z^Zy&bcL;>C`E
zmd2|z<N^D-wRSrKs9rqlj(TpRK}G@T{`a~Bn#LJz?CNNqbMOTZry`Eq5aUgArk4iR
zC(%L1qQ@rkvlb@~x(|Z4T)m8}UkD&f^FQ(p?Dy!1#zhZcslg0dYlAOE0Do@@;MY@d
zc;*SS3k#e7yI1qwUI0#;;On#c>bo%THMy5B0;aBeTlho}(DuN$SgN}qYR7s6VT18w
zM&Tw9W|mir1T|Y>0-}nDDsiuio&l*+cj}50LlrmtW}Z}E3VsMy?`{rNP~_QnBk9X&
z5N=V?1`W*3o+(T<J*)7>UN+|ZdfNvO+JUq8?-T+jV!7_z_Vi5W^<q&uaZeVE(qyTP
z?cSt&?@FbrKw&PP_jglH*!KU$7JYvXTxGWGoN?DYJcjVDPu{#G+YPv80N8WJuTN4m
zGHl;bEYa;BrD7k_afDj59sxXAx<U#dN>ZnZSH-_yq0E4Ay_8R`3l?yBk3$;)Nb?>K
zDFq`b{Nc$JgyBVcZ%S|a#LUl$h>MB!h?Mo8f&&j2Gs*@fQ$;0QiZaIS-*c;azg3v<
zFK3wco;f~TUcF@;Xk}ug{@mFvP|2ad*R86da$k}N_q^3xjCAuB!+{cPac^S)RtKqa
zk&R9ETd4S7f3b4|On9FdrY{TU@hCeJbEB|GdW?%E7<dp#uE;oHb=kY~_9jqeaCjSV
z4NL0|4V~J9X>4@-_<;_}swqM)9R&HwtH%8E{IFDrqJf^bR+4{6#{u>=2#d%81h)$e
z2UWBPaC<lxMr9es7Yx1EA-V*+HE)^p@i!yYy>pHZiv-O+m<L&4BocfoN=0eY`|rF0
z&aiRuD~M)-FhJfGXT9S-Z%)Y+Jd%?ttASNr*U(=#bD8AoHcMXXhp+YC356M9A@_|b
zdc2I==>K(mK2*E_{;nRfU?s<152wCl&;QmMc|bXJj1sModadooXWoQ6-fh)C{WNb7
za~~1`Mf$mw;r*hLEaN{z#mq$$14-Kz3CjxvJW6NH?Zu#4(4g0|Q*F(4ORMfc^%<4G
zZ3DkUb7H~KVJG!+xK?9b-=Mguj{4Ie_~A@KWJ-rE7#t2{?8uiVuSRNPJER{1H!aKB
zILjJza%6iewLP&)2M!#Ug-_&o(BVWtoxVJ0cHX+TzH``ba4ACFxk{vH!Q!J8OlpM{
z`h%>x@Y7;IgZ#?>Z~GVmxt`laz>Y<$-64oaeUM*nVGWIqwJqn<8!{lImQP&tWxt&4
z5%cs}wOo*3-B{M*x$a~o0h4o98&s47M8VF96<3f`lD<<cB$yf<gn>E!1)53&dM5)$
zC#l8TA##@>Rbm($;+usQ5JCCE&4&~_0o<Hzbwr>M?S<mHHT|p`^{cvuOEkF!kP}2p
zTW}I>j^Hb>K*;?5t5uj~d8}r6>^tC=*Iuhm?C>GFr2&R-PO(!A?B$b77)@W>`lHVL
za^uCn$TX45nOU}nJwI+J%v|N{!<=p3?$I*8rfd27>H`|X!U4i+!Y(C3U|&ucpvkIf
ztQWQzEk{PwdFioh-}J@4*8Z)MD4TAJT>;oNE}HxIV%Q=nj%)&TeWtgR<J!eoPE~0A
zrZLW`e<9N|CcJlizNA#)gZ2jzHXMgPpmHeAwLM9{_OG7PxDzGDV|RGA`41}@di-WT
zO*6k?P1RL$Ze%$nqeTmC|3|<}b}>8mm!f7zcX~O9lTPqUoEQbI7jva}6`f;FeR)&L
z4Uf*=i^voPg|3JPp6j;Su|GJ*Nkny)KxL}va@uM0d8g>5-{RRw_g&}#g!fhX^cgHc
zCL632*OdB&qnGIAGxzY-WY$l->Fjrymuc{{;YpD1n(zBAYhy<MH;hZTw|r$p^j%S~
zj`IoPHaN7K`hfJKBCv-O{lLT#8$y=SGR(Cd!RN=!*2o~WXKcF1d2i64-w7~(QZB<X
zfmeYuqs+H=tQG|#1DyzLx&rPMm2FXK!7tOv{e4AxE*R|r3pH6VHY?^h>)mmNI!B-;
zFt+ExRT>LJ8In+kQP<)qk+tI1(}2}b{-LTzTdv&e*7swg_Gem8FFFSmIDWaJR2hjz
zy!#Fy2z1#<?$_6>ozcN(zHa_m;JC#u@>v#FP{!DxU2T2cx1Z9r(sEJ_@e=Gp8|pu_
z6lOnvcuxgR75Jeglks`2YMjMHJk_}8SxMa&OA)z@zQI-Z(epV8DEKDgiI8^EJF#<)
z`6rpesU?A8tV;TKH%n*_M{`fv`)lRfTQ~%&1bFIrM7~I}e-aVDRRo7V({JO>3l=~Q
z35nLy`?@!(LAjSA+=b6UPPB%ErN5CV#?3(BPEKb*P!3Mqa8DFOyv5Q3D^qow-9E%M
zL=P+1PwB^esF2Wj0n0QcMKJ)15>V|tWheS$Dns}X0|t(rEu@XQP5eJkM6x`PL6^gU
z01E9P$O@dwTnYiJNyjm^J%Rw0YWg%NXp|U{bWFq!1M5um`vhkq+DH&pxFQ*nI<>+n
z4fGSWGk1A3y;BPVdhRh)@F4-v%A0^y4n;Qq=EFdQKdR-^@L~;LYmM}9O}J*rC$4LL
z*X&uLzWu&>AV23YdIol@2~4y1CNh%JIfm9b^6*6r;Qhm)Lr%$KTHy>(3vv!lswC0t
zHFn+vc0osYQf#Zndmu7UNW^&Q?DFANmG2dIWXjTg<Sn|x7dUkYNkanPhkwU@&**n|
z15y+fI6^6xbotx8dMVBd1({FcB6YH(l|r3KCQ5ZBfd&42f$;mH1@(&Bf63BemMIHd
z^nl6`zrwFdq4tBtP>jobZ&_PPzpzY9m8U13YV<SUx$^?XntSta^#FZQC4GZCEVKs{
z4o_e|mnFhYP=J>M3-KREY*Lbsk+KV%d~gmdcotldLQ)(O|0lvvGCV-)^*LIM6Yyjn
z0aBVwaY*hJq_pm1d*}J`>gUn%`{^;B&&<P>j0Aqu$CNgfO_c6DI2Zg*QO0!+rtef|
z<%XU-tiAj0wN&z)@?9;qS3<$x^mXC?J<zR9QJB>ySemX;&rgW@{ArwedTHQ0-=}b+
z@>sHYbn#dK+_^RR=g|z1^m_B6`tondg0JHR92RrXAqeQqP12*M?cnQH-v9*uI+~W8
zinM4bfhzI??<F(aPDRs%e*Lt8I$l*_SmoeEHbMyyVrGi1K9k#(-x)+b2X)Ic{oCM{
zJ*nd|P#M*W5yN5r^KScIihq&9^+%A(q?g*Hk9x9~`cL0G$=-KTeUBx-b7!O{4va3p
zPyBT9sr@80bRux#dGNyX;JwGq9uHGIS%3F6f5`BD^3neR@5*zZ?ujqQWglHk?-^7U
z0G5p>^_hu*GW=TxcB7xkCFHrRBBRLs%&4Mls+n%JIq*w($Ovs~OG~Tm*7wwTCLCOY
zIB~8Fs&$Gy>J)nWOX%%GQS`6O8*vJZH+|V<4-%$U`zTA&(%ls(RK-UV%6^xaCMJsV
z@>uC`)TgHhDsXx~kh52i+EEW4%u2-b_C3xn8)+Wb(|ia2nZ5|y#5)x1A04z+7NT3!
zbI3wV(Z4aeztD<o%y>74r7#TPO!urwYCO78_o!{lYPAE?9QO#Mc!wDuczB#T#<|!Z
zi<Cl~&vtFWQXP@C{SNECefJR}Pl!G)R9Ckag|%(Wt^)-G(e)!kj%a<7gM<FzM`Nlm
z9SDH4A@swO&I&;bS!^Mp*HD1_@I^jrWgL6f>lokWE@&h_G?D;u0wF#!U(gs`V}SPA
zFJ|8%(*FBQ*-<6&43i#!R!P~R$Up~zZt879;Io4vQ%aPQH`#A0dh)kWSqfz#a&~B$
zQ!5)^aO?H+!xqy)d{$=<u-&nxxPn|zMKaK|n_bXtg-*2~fnEz+fPAsP4xlz+=l`K$
zUTY8sT$eWSkvgGGkK|x4P5gC;KOA_fBmhHzij$R%`t`g24dbic0@1rNkky-#+V!r5
zZN@i(Is4^)g|&yjvjqTTNm=ECTSPId#Kr6stJ};;dm9kq5=Q$1ro*P_!}1zjelXa(
z7oYMs2#gIIL=2x59S12mi2o}I1Vp#={uZ$_;1kw8($v7Ye*lOB=3?|A*)>V&!%r8y
ze6HQMY(0gVUwc;lCzL0P(*|eO_Hq+px$FIu8Wb^B_LBYdY2f7$R#$F5CucKo?1Asq
zt;X*sL6asIHW`uNzSM$pirYD}tRh2mv`^=X5Kj(Ke-3#c9Gd%Wpm-uKJLblfkzXzt
z8J^L|Qn;ti2GF*&QV0#T)D3lCA1Y^`&2~5(rV$TH+#g`y%rP^Zt;*TJE;R4!07_aW
z^8cp&m*=2)tE;fR(}MeV_Y4%7d<e{RU^?N}FPF^onvUh2Rg*S9zLu%t7!M(`qyRUp
zb2GvY79HU;yykbz)4l|dWm<V%Vagk-5*~euR8*m^dPFy_z4Z}X#u@LNpP2g*z*<cF
zLjy#beGMyqVscv8y82s+&Bjd1jV3B4{!~gyRn$JHtbJhlx~yf+#IyOkN6F{F!iRDT
zU)Wsvw#$saoANXF-V@X^oS=w0mk~GL!u*a>9?@6K1Mnoxx9UShy`_$U8yT2g6@CmL
z9D@^+5dd}?a^L`QhvGnFC^tmcncGr;G}UVCb&Qf!jH8v3V$aP-RUjUD2uS3{uZ}i8
zISd*I@KN3Nt=)7EZ{}2yx~XbPfcs)bv8y6nRN)@r8UyfsqMIB3+CAHQq^dRxcqJ^^
zV#Y63FluRgS?dA@7`=fm+^5CJB>=(ifr8<b!8x#g#&9rs9;t1b9+L>YdSrOSA;=N;
zFjVkPaKbJMFdn*OA9{&CER1uyEsPw7v|vRi&(W<}Kz*8>8Xe$0eC6^r>*E11;}>bO
z>3z-;>0we9<tS7w^(>TlY_P6Zky+l8Ro;{F;1rS)gY1#Q0SV_`4}Cgui)=a5!c0*^
z5$BZXnN05Y9-2wDU-Yv^=rfHOv-KH8%O*Mz#e%oT#}UOljuSWTZx?Qju1Aelj6Do$
zDsA&w)9^fX5KiZ<c8tEak$i{R#f93Pzt8r!Q&7@i1Ft2t%X+!f%Hv&gAje_vLF5Z`
zM<tB*;lFHOWSzIf_T*Q-9?<Ig*S`ez3m{BzT6?uf>{Cc?SC9@@aGj=+PYdz~NFfl)
zsvOuf$pIPH>SP1y5mm`k;+9h&bF2J<^;H;~WSY=&M$^}E>u!$Ez@;`#-n&83^mdNY
z%6;TtB#sftw4I@WB?%e6BQtC0OV-&p;eWz77V@Lu2ql34te0s>AW*pk*y^Y1&(cy5
zdidez!g&PcIp+c3(fG~S|1Uwqv~CS#q{gokP_?N@w-97xt#{;uGYAA{F~1+MDUA=?
z$g?jXVur;{%kpE8P#|14^!<kua08RPAb@5&fZToX@T6-F;II&OblALvrBT=^pv3l(
zVsf~we-=YL2LUDGW??lld14CG__EBCO0B?p*eG|KYb5Vp|5>T<^oN-!&t*akKvI&t
z5AHZlwz=+Dcr6STJ7W%;2bB3)mQU>VV6P-_8rsHd<9$ok!Rer!)MnU&`Gn7$(15*a
zX>4#>!vW+r6$h}YKT6z}ZG~uiHE0Sq8DV=zS_Yq-)@|oFCFLyrn4}2FDSvror3bdP
z!r2rj=HhHOOk)q?JceE+HT+6L2VfzqQg4^gm%FsUEN(WB<}9ePo*!fjDEk7S>wvI;
z&*U5^w!S`-%ALXSqVL6uYWHDch0(g=h|%#I(=K$=g!PF@2O@CR?D*lsN#2K)Fb8x~
z((a{CCjL9$bl=To#&+_dh{J5kwNVV?_`g<iD3SIr;L@53N4oJ6Fz*D<KE-(Iv|HV(
zaq1Gnp~pCi6cg-Ir}Cbx4s-bY3lsjHdJhnWLM7i8k6FyDY|Owm-DNvHx%vY#mq0Bg
ze8jEIkdJ)GM2(h@;7(tjeka-S7qU~HvKrzHd^t33u(Oo+{#xqt4?8^CTznVe1)cP|
z+2ZStqq8p6bedFtv7uC@7V|PTrUpE>m+QR_rsm~crE+G&uwGm19u4)GBD4)j1KSP_
z-)f*6k{>(;`|98Ro$L1@K^5D}{i(_<GaF=h=_EXBKHwwbD92cpW&F~KdzL$6C9%!+
zvmt4M$m-|luLeSoeY>C}QKMrFDWt_g!vNu2HK?~8FTjBp%qK0Q3<j5Lfh%?2z0`=k
zjw;rS<cp)_zi~7K!S<f|=z6DeX;6%iy5d|3D5q_hAJsC9T>GDsmA5WgsTE;!J0e!e
zPfkmt2T$F11sL7fdicd<D8k(e+!K4UH0i+r_+E&TPV@))!MaAEw4HTDPaH4J5~UXo
z1;JO<BE@1_!Fj+g380wUT8e<xI!!2m0~zRZ2J9#}5EmOkSp`U3fN5-FG+Mb#xFYk(
zIrIe{`!E#!1SU5cnG=9h*TW7o3Z~+KfdjAtl*a-$4ox^WH^JQzsj|a0^yRDs4+-GH
z;7q#qtSvhwZ=n;Rb}rRTE_sU-=muN+b8BVsF5?uNE*_8vX~<PfNfH?DC*L5wSyma+
z3Z_{?M+O7IfddE~h34495;4fn-19uH8yulLDK8BHMP2QBDZ8WAeJ8Eqn|Wm+KnLDq
zPad~#(E{HQa(VZKf6B0b6Oqm3poya}G@YXsqaYIoHVTT>^42dKmXj|)A8+lVqIeG=
zKlut|JY0U1goYqBk`AEi$`1bEnzdz?w_Jac1i(sQ(Irq8QqTVuF`k!k{U*^y4ZiA(
zQlbct1o$Z$-<vA{+j(qjG33ZK_V`sa<z@_IPm^j#H;P3&nr$%h&hJkIAVxNPj;`Z3
z#%n7tTk0R$X>M1`UVV`~3N)X5dzkr1AURdQQ`B_*X}Q7Eu+UudlHb<lzpcxJr;3H=
zz6dtzn|jeveQL%@j_L&#q1d6Hb-y`hKc7&Xw<5fJ)a99F+;fyQG30C1GHiZnC-uRQ
z*~$^z={C!p&zh`s+^8^rIq9{ZVW@qi`ll={P<-aJ-EHTnqkQN_tvnjAzC4CovFxk0
zvS%~9s#0{WG<o~VmWfT-mFqVdSd-%2ntnvy0(&VZS4b3V-hEK^<mZ<J7e=l!jikHg
zE<#UTgv^yOWK(2Yv3wl3ydT*Aya^MJ88qK+Kd;|@{&BlhazCACKm9-NCZq2L=`99{
zEe6Rg2E{+Ea(`CzHhf48FfM6KOnPrQ@LQ$A!O3#)aZB>YQw{ZPP8WX0u|&~At^_V#
zEA7XPX=x#rk#Q|hv>gb5k!Q!flc8g)XJV0rLGL}f&kSvM5E1iI<a?<o9mvka!Qmm!
z^;|sJft|}kQQD4{lIquWf{TpAg{9wahyDSh{VmZhWn~*a^~2A&f=A24tf<%Ys&ql@
zil+t!?J460FYfS{O>brRPuE5tWe?xBz1>aiy;dn{e_Q?N@`@F9!y73(3cPf#9sb^I
zebf;IyCzTL)iSntV)A+;Lqk{Y@b>5|!RPfaxggg4Q{N`U)D>oHA@0!yf|>ck&JMTZ
zGR~+Sh>$v;eaj!jgEULS2iq<;oJYOh_*H_uhGHUm1n+tpDfQDL+o6Cf>0=%wVLA`8
zp#z*P$AsPCfcs(l+K@(thxm@2m8V#UHWMi-b!;|?sdV&=#He)+UJ}yU8u`qC<m-E-
zcx9%RU+@^}`^DC{4o**GqXe<2j~aQ86X+}0q$gj4I{W1kF#QM<Z~*RgV0|^sd28n|
zF{G>&A$EQrPEH4ne0tTf?@a87>!WLVdY5RM01V$J1Pt>M`W#caK7t2mn1y(N1=s}B
zIRP&C0O_aD=H<W-ChnOwF^UyoGcZrbtJk!uio-K#cCQ+VE5{J+X1|nwZ-eocaSN?0
zU@ah!vm*>dZ$33_>zJN6224zJSJyn){(8&U!X#aiM|S>?s2bOSo8tkSy#FX+%Do}~
zRMIcU(dpT%02l!O`EfQqvw%J;!g)PhteTxlB<{Wh5`Pk|)3EP60DBog8?;MbmWJV+
zaOj{QyO|@-h%E~3h4)07LEEBPq6}N~$gBTMsEGaql5gFKKd0kfO$|Ns!9ry5t$Ilf
z9y}ldUhC`@kbeX;a$wur8hgFlEhTKxY0TOopRt9XIQ8G7Iw_)C?mC+2Ky>R<H2Fi(
z*59Le+cPYjUNN5K&nufi$u`I%`#qMZdiyvfMYSz<;J$t{V8<C>eo5!5m{#S_VS8n?
zoNhl_s?{qX74#(e`(EjsQL!ue?U!n)Uy5G*p%(blS7!QR`ww%5<m`X0UOyH#Us~-v
z|2b)n{F=Z1^3g<Kz`0SG&$kk<+~%qpp30JY4gV!snIu~#Go~ip`It`6!o0$KTj1<0
zNkIPmo^Qoe3OCo0XeNJfE(3HN0k&j^X^=Ao1FFnc*vmVlq{<BB|4Z?~(x@qK`jbr$
z*D64%QSBheBg<=yEA?`2nmX>zQ+q{Id$cS(ohrk!k>ylifb)I^*kRwnq^Tx<y!@^T
z6kYwY1#ky#5T2q75pdFNAbi?}7MxM|umhkmpcmM;3xP|Ze7$p}12Q~W6eKk&TglC@
znWX~KzK$COtOubm(hy)pstnB8>;D<xp*-|kKs)hcp>`~F7Sb(=yT0LbPZSc6#;XJ6
zYpxno2#Wrw=JS4RG!z*`R1M*gS7NrEA;v>#|1T3c7K>rLI0VX<nMC?oga_F~2R@Pq
z4-061B+~$9$C{M$8e<CZ77~clBdbFrP60Bj-UqEJ@-SF$2rOCazqM*fU-Kki^(5qN
zg0i8XiJ^yjzSU&1@N)si@rk4D85sk@u-MZX3FDc2CZi9G#{ZPxeQq2p>8NY$H1uig
zE8J62E{L7mTb$>a4A=P=-DUsU@aWJwt=%-OSp8JkyG9Qo{5Ga)2d!G6PYk)qlmRHv
z3F-uP4-4YI<-jp|GV$b|YMOE1m5_tQ&zSR{@-^eleWV91NMhI?``Dv5A%DZ7LdgO-
zYsy%5F9~*kW*B7m2HAm#0MCmZN1--+U)UMKhBEk9%30Ix<1Ge&Rq{9gBiaT>?NiIV
zJ{01A*5x|1FdtkQWW6wTf9~(;B+N5<anFivA3^+ifrh@9EMTn;^Ql_&As{>nfb|4x
zE&p-^;kS(^%ZKv?=Mt2GX7{333fEuFUjqD%IoX?q__qJl`(R$Uyx-{ukWX(Ef{VZ3
zo;0H#_{TUAJB55HKWCKG;g^in{1F=k*g**xqc4Ad^D*BeawPY+_=ycaZ$L@|s1E5#
zwE1Kj(ssl7)rO7zqjhU0d|3H>@HzlRv1t$mAmD*T1CVb-R5D`9o^i1y5jpkWcz5F2
zhtR2+!m?TECDyiIo^No8zqev@rf<OhZh8M^Ka%^UH*aGb29Q@e5Ks#DwC=$w?Up0o
zPLKMLJ?eR9$c%H_%hzWR>6vFp2)^~wHkhAi1C$GC-nj(Lk2%j!f4zEGy^<88P7xFk
z_Vz}Q9F_OY;;5<HSKh*xp!KzHoTbxQs+&Tc3c!ub^9ztT0`_{eH;GEL>|BJlcR2Kl
z2|5<`b7*A2#BG^`;*X39d*6)%m&Z|=B7<h-f^Q0+9GO@T@REJEKKm2AXn6j_eq>|q
zBaE@TC6(dAr+UcZD_cucViUbcu%b3rJ8}ULj?D&R5QS%u+Q4(EMjSKM0$|Dh$$a+D
zm7VNq(r!*)<J9@Z{cE4gSHsGluZFwB0v^t{<sN80z56Wlx^Hk2I(Ncw4#WBP)N==t
z40-GKKKwG~A?}IVx$Z-t3|i@*Nwg**a`9#O{>!u>?cy`-$PMi(J6SzNh9yPJhU}j3
zog@19y%d~#jkZ#IE_VVndhaIJ(L`o})CR9qih}bzb6P33)@t6IzkKSqYqjDwtzdb3
zbl{n{yQQr3;NO=Ul9KGu_b-dyd@#JxSCYPF)aEf-o%z^Yr%UJ;=?8nZKK<Vwy>@a=
zRZmCjcfAxr1a?)So@7j`{})z!{i*UEYgCult72dOx=J<#`9$YiC_bKPB%Wm=?bg#A
zdgBbJ`AxdVcvbibgl&|Ze-dbpoa)C%UjqWPT|-f8JDsQA%Q#v0piCxW2nwi2gAYIe
z#K!QLa<Mdb2+|GFW{VGFSrI!XwDoE3J_ImtVdK=mvI4_pI1Ch=gIMAKZ?rzt4)W+O
z?^it0X<xB%=I7{llr^WAjV{Yr^c&IQYbx|4D#skCO)#|SY$0HOKys?CR@!G*dcvnS
zSvyg)a%`_(%6IR|wApvxbG)jRR;RGbYDjhmJ`N?#uR*@CLPSm=dPx1DG7RW$!{Iu1
zFCD%t)^3}(;%NflZpclcBRn;&RC*uxy0x0>P4d(-$)Ohb1+1TddVT`=b|nCx`p+3<
z(~%5i5dneK<hAM7s&Y@;c4189D2>(X#Pdj{f@nWkO4tPqprA@g^NFhc2Ne)D>W#5I
zOmutbQrAv@)AIV5W~7q&qwq!{OGg8Wwkd!N!}n_qGNJ$OXIlLA_toZQ&nF`u{NlF&
zru>w@z&g`7YYO32qz05y7uwKlOSH1(x;`5Zxn~!m%v4Narw5ZOK<m1wyAwMcf)BNA
zw}sMuP}i-XAMeln2DL(txI6j97|9Cluc3PW<9l!|7>@7oN(h!m1ogy^C*Az>;fw2d
zX{r5^U?M|V=i9vYKyA2^@@kt-B=i!bNYgIX<9EG;8~?IIMmaE4$stPmV;z`upnYj<
z%<r275IF^~!4c1xxaMA}C|?U#!mM9+_XwMkxn&ZY7R6z=x@;x@e-}EXey1q>81ku9
z%>9*`9?-=o!&4`$GyM^|kVHR`b5|jaP43HB%=Q3zJ5<UgGNX4=XM?AIm3xqZOO(D)
z=+2nQ<9m~jy_ug~lphMgp+$n#38BUP(<S{f)X+}?zO}OZDo+-=((zi~DN<j24J{UI
zG%@vSYTi^28X1V-(1t&DtxaBV5pI~Zq9tFR7%aWanyAd%J%Plj&yHY2fA5_Yy;;cF
z3wnKb1^s&uM3?m%<#X*wY|aB&w`R=3<VQkII@OUu*Mm@^Am3etxdwf1IWY14dve;_
z2WPpfrAJg{)h8jrkzAsA=x`uUB{?X`k)8+Js2R=lD~asaA=ffP=sECu79n`m2RzUv
zSg+^MhqX-M0U3+LpdZqgFZEBS+jnayrk#$eeLZf-$(YYZeEIvO|Nh5|G1>V$Pp>;z
zq|&ZqjQ%?`c|59a(Ei2_|6iz&F>~$RBJ(h3JAFI*KX!H|`T3^#pG-L>`fln++urnK
zw;ekiZqny-qPM-@RyrN;mOKpRxX+G>chRVN&LbTtLcXLnUM=wE0f&$9<C>c{3OR!B
zUl-uCNmk!2m3_l4K*j6vK)oq1YWiKATo!#xQo5H_j*rYEWIp`Tgc69uTbBV03Zo;}
z08V;kd|~BE7-0}{(GUzw?SjL!3V-*#zc-CdUlixB*~%5%IV{dU&x-xvD`&B=^E{}f
z;f8c)<)tiAZt7^nZIL&hEJv3HNl9hrh@YK~+F$2s2~!6rN4<7$Hdi8$JagIJ`K&2H
zVeigD-&sVRAFt~cTq}Li(DgNr@e#t33Gjylc3dLXxsk4Dg;k51oUK&FL`f(%@H!c%
z2~V?C7T)m&xRd^yQY$=WF#}|ar=*KSkfEe&u6gniev+|Mb}ssu5`Hvjlk=D_se`9P
zI-CK{Sa@Jn6{wFE2fB|^s<{s*+9$O<HM>GK2s)E@o6D1uty}L3%?!3&BVvDjFF{o3
z$R0zig=2$Vx*<8Jy);-jhVjE88d4O{e<a#-lc@)>#Ln1qcOUn88qpZnPj*uXwu@Dz
z>o4&avuT6mrfe_lmIdWkUU=`q_NH;@n%l%&-TPfGqveD)K$fF^6j#qlTzZ_xGQR_>
zYI@tE%P%tMLuk8m4kAU!w;`ZUp_0PT52c`45pZ8rfKPA%0rX2WbyzDxHNwxu2isRh
zX64ViXSk^@T)7`ynzcb_J52W5gY7DWbQH0i(;eepoabE7<6n9Br3QbY%X^v01s%HT
zz?gdW$K|c0FgB=D7rVok3*WM;!K;vUIzSaHg)JI3x8ho_ETIICobv*HUSJ#=mm$h!
zi4@0d{|@iVj$#Z-6v1&@=YD?bu#<p{U$-`8u$uT_Igx5DT-t14>|39=_58)oNyRC1
zQ<l`lOy%kKr@OBdXJ@M>3~NW9DlD3dPdMInl{_8asGV^5W9ndXyNF?fciqwDo&hJ_
zvTFXss2I03k3D6VSA|#zHx@(+q(TMYX@RflQH(fH;c!?h#A_kiXfH|$4%JZ3?4)Y{
zk6fA2pMAmR{rA5l7?2o5MKpal=^Y*4F%A72^Duhy2<YXlNZ2ogJP%ChcKZjVB`R<T
zwD`O&PT(M{JOyAWkkKoP2?;|300LQHUT#ee^zJMP>Ka}t97Rt~YpBet(hFi5BKdj&
z5_qb79UI0;yoN(P{zX6m>s4awyO6y{Jj^Q~EM(VNQZ7RE0wf$q)**VU4UvmsTt5WW
zOBk}>5ATV>Fis)DnFatm<74x8_^@huo-YP;R;-L9`y4JBMp6nU1hMd5m{>61V7AD>
zNAa84ZGeNj^pLTiU|T^&2OdSNk_NXDNE+27^$As$*-ZwtIQD>YA*Uvx*G)pm4x=ht
zff+tQ^ZOr7o-hdZAjU(HX`(J^f-dR&E+0i)Sw;8m2(fJTGQ0fFb{6Y5ekPpkAhN#o
z;rLG9Zx_L@B`-=>Z<vqXMqng3gJ%)0vw}VwU7Iz(gb3`U7cel<ZGHh^=^fX+%yy$g
z6nOT7sfcc^DpSfYo>%p(^+?JOM6Gf(e0Ezx%p-P{DG<jUMgAIRazl_N;n|~o-z?(K
zA{ZXFcSJzLUfEvoVj;Ti5NyMyIiBp0QrDgC@~XQ->PodgY%MQ1f_Z*_&`bxhWO_!2
zcvgQ4Er%w)5w^x5JT{z`VM>Zh-I-mSgUiZTh)6qI3~+pt@L0RKpOY26ZEqu>Iw2?Y
zw^6WGgpr)MU{>0i4$T}<34PA^kbd@@k;HtE@WzQq<J2PIv`CMI3@&I6E<_DlQ4U(U
z4=%yv#|L>i`FV|L@g3qLH`@_)o_u?1#ISNCmXx^UG2XGpH%-JI9Ye6q-aC(LpHa;H
z3|sVh$hQCHKeDQgw?qsjdDj(|KoT7rWU?WQzQGFfQ#)HE;4;4d9iw7DMWjX1)|&-(
zjqTy7&p|k!Sw%si%SorV=8u;QPyOQ$+Kjd7fqd5e*KTlFt4bOo02(YUkMiRoUITU8
znq8OBhzH&{RA48n#wQ1n(Smm~F@c#X{-|ZI(B)O%x%Vq8c{cjrsWkP!l-|EjVm0>k
z#e=31!}B(`4kym{i?kEO=E}SH4kw16an#Gmq&o+F4qcc39ds})SUf*{k<f#fi!Q)m
z7?0&Jz(Ntj`1tx3jO$p7<Dw$u$3W4m1OiI7k1}lu2MI$i;k-hD-@ds8W%v<p1U?Uo
z9O1J4{#b^UD%iKU%9{JmyX5x(5}1UTn>iUi;N0%`z?K}97I))mBr04;4J2C3K&^lH
zR%1HQZ`d-;!Gu4Z^0szgy`jNiLHGl9yBKO0`@n5JQRuz)8?BTq>*O?FNw0q-A%jLB
z5n27$SQXXoIFPGcXF^@saBb$o@eNQE_SKDJ7h0?f7+Z35R&j7vaeO9nbS83eByxBp
zf;}2MIg-Q$I9*(Bk_O#(CdjJi#y<Sx`SD|*&WFfUVa!I~!>-5t5(uMWhLjQZiLbrs
z(lM}G9L$O1?|+LwDRCsmhvUf_e~N;WnCX|j%8;!`qWG&6Fal_(!U04%<qM#i4b6UZ
zofP#P2EQlzqd!CV<OdFv`0pk2VI1_n^%^mR42KaXF7*M-iv-3;krx^x8Yc9w=?mau
zD6uny*+E!nH=2CRKhLWou}xomT7ZYT+e&HaT4Xs=FAS-4NCH{`84+6T9;s;ZWRdK$
zXFh%(vUHQFn25qcib+Flf#{Km60mRnr7Hch6++2Z1=Pt??6SuWMB0nnls&tjOF=3|
z35}FsXH>T_!>a}te-YDmHR6BV9`+=GeRxnmkG8zC!~ktlqAHLdDu@YSWUmCL8msl#
z98xTyXEx(6%%0g>nt3*sa$8N5-Ux%^<8!yQX+Xr`l$Yfpo4RrA_zq{Eb~B%4KiXb1
zAJPbD2*<K|^*8(J12LlAJyDlZ__Lp447?OVo!U3uzy++iH|_Ey>`9DOm8jKbgfgwj
zEwte=AC=%XI12I$;FGIOUjW(QI@?;2Gq6vm<9PlckKwuVH?Tk`RivJ>Vml--1bWV{
zVnjj`CblZS3#+?Lio%C!Uz^~TF;Mn_A}rePN7j?0hAHEb8fzm4fP6`s!0xd1Fj8rW
z13XTVz}l&tP*v0Q<)!$23v%0kU9wc9U^P^@F&_o7m4axaas^p}aXr8&pXgT?ZZ4U;
zujW*2l;f`!<$ePf_Tf`ig@WZtIbH8r$feLBvNEKTQp2xQx9#+2Jlrn?fS~5bjA!OW
zy)`<i%y6gP8?y}4x$r^b^*xidY!HQhmhV?tqQMiwS~?!^keI&Eq#$_+6{B4-G2Hrl
zdo1h6VZ&dBGg$%aE*$2hVn*uc&f@MXzp|FCHk-Z<jAS&@?{z8YaL;H+E~)sO1lzI0
zS$>92-@hTLyth0@MlBu+?qpucDkdeR?^I(f1!_p@=V#q&@-H51opTqzX=Q*iZV#+M
z%oH<U3&<@x$SxZFoCWhwQ(%Yn0xQ~_bw=vnXkcV)AZpJkfopgRz>BF_tCuUx%(~U_
zW2EY7ns*`mNZV?Ci{;8Cj9~O(&#2H<E9dKHtwn9!MQyG5cA1p)>W`V=U6THeY91eP
zo;S*@4`2*3ush-~R5dg<pDG7pI3U=uuF?@7s28qH&fnd6kN)Put;?#Eo?qPW4sw?c
za^u~B>j=BOavR?*X$3!(yRzJdg91iJU==lylJP!0D%5|RpKcrLap$E|8xQiUvLBUJ
zeeS`gZ1#9RId%-({kV$ryu+_{v-5p>=IrOUl_npW^-a%x3<vTjBYbD>F1oyUGd_7-
z_5DCut7CTH<hA5P%ZS;d)q(Dxwdva!HQadEq`LI1+~0wH?;nKfhAXM2EEw%^p#0n!
zKVRfQo+$65W>T>DjoWrH{c|{}TzD>poy+#@noEzA;Fxu#cF=eE^RCg(4e1<VT_we*
z**FIm7BKlC#Ipby!rPx8HHfBTh5V9Zd!IzUe8q1`B0fuG?~gEJA$a*8N2j<Khv44)
zn`t%Sl28<`W4#|H<pkh9w#Mgjbcg83mqnG}gCZpQRegJ-i~Z+0^J~N|@@3*+<)^d^
zSR^YD^cBAQ@$2cCmd|+(b(u5Ob@w$TI13K#f`uT>vhWIfNZi645&L(U=@^lF2x8g>
zV!@q|0JOEzUoss=*I@WTM`hF@$PyQ_rpoN4*a+Gs`Ft{une^>h2i-z6-WY&f4deBQ
zJXA{{reNC>NG)(LO^JPug}iw1d8K<!5(`N;!$L4GX}6If=ZrlF7GGZyP&B^dCL9W!
zqxbiaZtet8iT5|IY-x!$s;3C~EM$lXct<Gain5dK$mSBGy8+9#ou9<_F2gN?r7_q}
zt*c}5cEU+&ee}LRF|2Rwo2>kmKf(S2wq)92dvm15%54Y}3%gRao02U}<YAPf^%pzx
zCw36L=Y9~{VqozWN^jaCl;Xq0VsDa@4s^k<$N)(_*exyq(5Qfalp8B~GutlAHM5n_
z#)<jlyG*fIa5O$n{c@f=4^t{ce4{q<J$&?qdCH%6FDfS_EMK|SkBkJ@)b30w4VAZ5
zFo&_4UY{L=NaSq2Hrp?Ix?PgJB?NmRy!BdOyLjlumwUkCt3*r&VNs@Q%F7+zrQX-x
z5l$sz5w31SUJcZG+yq<m455D?Ibxfb0(GyCE9SPYMl-rJ(xK+)NYwhNLRrx4$K<ou
z%4ye^5<$^#q5i5*$c>lo@L@y9bNv!;zPX+Y1=4IvPzGo*Z9Ah%D&CKvysSG<HwRWu
znt`;3OoFixJA}YZYE;z$Bu$C@6G!B)E3)UoexH!Ja)%HJEaXF9x-j`Eq!@7Xf*OQV
z*lTg1a9BJNcvXChSGt!M0xQ-dw1yOKVoyQ0Pa(S+w|U=n>F3)JTLC-&ugSv%q{b~k
zY92*w+Th+=rZc=efl!n#wY#+=!rKE>;h**MP6_O#?BYLVxPMIiz_ar*^ulZoyBxmS
zmXc#t_g<RsS^Dn<Qs_L}Q!!ppF>X`w#>hV=0Sv`uhfV@Vjso#WrKEek`sZW-Sq~Vt
z@p{=!CfQ9^*$w(1YDoxrU)*YF@TyyH%%{^!Ji3ekVohEFK#c-+<I5jPmVb!b4=G`6
zoEDr7PaU#sn>k*Lq}3<qTMTMgYid7@(lIyWc}>pkdT>i;?AvT``m3R|EV>b=`TYKW
zCjf_Nz4}x4=-@eor4K+c2^tYz{}izMuogCtVEH!ajqPQfq()m%@iI;$U4d)Y$=<Yo
zx+Wbu1LSU&>rwZ52SGFdu3GFwoy$DIOGGo$t&XZ?Lk-`z9e)KOekEYs77xOZwMpZv
zXhlJS{|52=95j-99|I#N58m|R>4VMiWtvbOLY~n3Z~_KKFv6@CCPZjk?d0?3xKbr~
zo4%nv;7!}_!-EgAmK8z5@nk62a+ZQ7Q3(h_a{xttV^Q&(o%raLQO;kTk76nR;=`D;
zmLsk@^sV`jxh&rgAdg1y(M4wvqWF>MQar~^EvNRC*I20>6`?Z=aQMmuG05t2RyZ}I
z5~?E+H>)&p!#U<Hb$TF)JFi_EL^m6$e2QS97_=oae0<&RVd0FfLx2J)of}Ke(`FY~
z9oY34!&jp7!^DQxVU}4eF|~fnQD{I7%q5}%15f3>E`#VGvRMT;FX<n|58CRUlXXL4
z*T^g(ic{2!%0~~9(ojq;U-v)n?zPsOgQ##I>BsxDCpYOOC{~K;#EI<-h)lP_Os_oh
zW;e^F{qj}ur1sU%l=@BeB|8r&YJZlp(ToR6OdfWb9r<#;2O1ER33--h`lwT>i^#L2
z)%~t0pgl4QPqt!3{#S%588Q4CJvM@k7P}bG>prpRHokLp4+mnuV%dT@zp&iCg_iB0
zWZJ+%+yet-6j@oAf-z&AC$Cn|{~VQ^aH!{pPjIaL5X3#r`=prSAZ8%>iIy#nGAqVd
z$NY+n1A6qe_wCg1Lk;a7JFlKZSwH^AUzzwVXi`OrxsD!>SXSAX3}z&F6moyz7q>Ui
z$bk;);T*dC$MtoVz_ZA-EvX(XYr!S$63ysU1e2RxD_GDi{NdZbVuH{#HQ0O$dVN;&
z#D)6Ul@{xId{%mNRC;h!dVC~sbR=+aB6N7te|FM;a3X>8e|8bDLmKEMMiItV>@-qS
zClnTvA-ueCosx>djwxS{q;GSiZQ^U*19#i+GuVsp$cTdC?$ymg;F5HAoEU$Lnp3Rw
z+Z3X>3K@@0!T|xjI2B+H?$A3Avj%p}q}+NKRc?G(J0lQP;W%>4^ZUBCz)}wZ3Bb9s
zX*Q8ie-0x2^pk}EyrB6uX<HHpG31AVbu+gZmh>D1`IMN<eH>~-is=C6=CnXm1`HaY
zlt&i4gbo1^!R=|53`ul@4oSdJOF*&yc6{V6{T%G2xFl~vXpO1DfzrDW!vLN<odspP
z16xW!$p8lr92g17nDMF{jrrkRP;DDX529)_-cOPf)u+Aw)v)~Eol%22nF*l=#j$_8
z_n$cfoe3+Q2_3Tub(H?3l2UnbSlK6fIB*$PN)o;M!1l=u_Cq*!G93GZ+&Cb#_Z^Jo
z9K?rY>eI~Zd6M3*6_E|frKR)Nv|;P^xc0C!Zi7qPhIlO}{hrfLxPKuZ5TQy#cNxro
z(gcx{o;tn1#sy7E<JZm+9v!%I;@RC_zx<^>QE1AJ7%!ffF`AQdjZ^Huq)*%5ZH-6t
zNZ21TKp(Sfw*l`ys6aR{zyC<4c16V`1M>bO9=N?K{N6*BtdNv$CpfV+pOci`rhxk6
z9gYt=os-eZ%DE1C!h%}lwvLo{pkeW}zat_ymEeb+{efl3r3{sDhR5v)jUA3>??>8%
z(}#V^O9jQNdClij@2Wy0ZyJ&0Wr;cS)~pnH+;Z|ray&}fpfXsePC%O7E3Bk<x`r|n
zop^l>CHBlU<=Lx`)jGhh)H^@=YJ3Ge22ECXLjfIE!TMuBp1_%%_rmArdQgg7c*Vpr
zM`Xlu>Rm0@2N{5LYfGws{u~G)7YF47mmGQga+}^xe!>smZdn`0wg$R+v94=}&YvzZ
zK;+Gy^)*m3pSzVph>%-vB)x412CL2PxLps2{aj4n4G#KpG?6!HdU4l!yR>QMKleN9
zmJ-RCwM%IAPp2eU)#-C}x+S#d4Q{8M=%Gnw-|gsr{<)Gc`rYx{nO!ob7H$>SdtrKm
zri{BLYx|)9t$Ut-U_oS1)-c)srxH@Yv^FK{>&KMl65Yk&&#xQ`DvF9Kiavk&T=<2X
zw~|*CqdKZ?*Pd?DKzhjjp913@@p6MFZ~1vuRe4lYctXQ?8TbsVQb4-B^hpLX4jdYa
zJRfMOxx(ZV!mwScft2sykv+Nap1X>&?q+<<48MPMwIwODkKHr6BhDOiFJDimPjxAR
zr=Xhh<4YBh45|-9;n#=CR2Vsp1h>I@(4t!_J_dBZ-I@H&MH$xS#Tn+y`25R%;=j+l
z`}0E3y0Yv|`H$`3Cu?Q#+r0tnt?08CWmaWn!A;E<?=RA&m|rZqmIe&dJpZ)S6#K#2
zyB0Y-dp@Exv>)*X!Ma6!`4S56WE=*IQ|61S{~LUz4*s@}`)Z9X3J(R=-n*RN-t~P^
zv-ri1;_JN=ZU^se>dYY%p5R)E>kNPz9xO8kag4Zje+kAG!$}HAY2TET@_W37DxEHa
z<q)`oWh}2&eokc!vR?LJVy3{J^y`DmUxqbE*(bLmi3?V6FgYLi-o^*QyK3+`(h1<*
zxkkaEx$wxTo8V5i_(0sEmSlb7=~*8ZbFnB|arIYTp9IA~KG!*z_?d{&&8R_=rzivA
z6(E6df$nn0LV%KmzPAZOjKfpZb9gb_@441}oBm%fa{$5*DZ-18?i|e2kt7Pni$xSZ
zZG1$&8payz94sA~4vP;ITR}@*Y%gq<1vOQ!1H8K{<FiYFTq4Hj^~u2AT`WYd2az0u
zLJogU2}SCWqidu&7O&mKz%1Jkt;rHnPEMx0K&nX`1#EQ&r8oE8d7Y>zD1q5*uww8L
zi6kKGWYVT1mHXS_l;J=UN{f|ckNAy%(W_+a@4Q&5sL9!^8M-11KB*-}tNB$g|A~sV
z=Gr@39y#^ec}@T{wIHh(vx=6)wo6=7Q)fE$*9eca{4eM(h?~Wq)~8c_Bo@LUr}O&#
z`<sC({wJtD4&A!l8X<O8zlOWBm66Agy_r;a-M?w{6Y26-;q*Y;Hemj7b8YyQ2d6;Y
zWgk9aiAHX{#WC|PS2h<nt>!f?F(4OsZKcH4<OKm0o57#(USs8?pqg1`LaG-~b|tJ|
zzd)8W?5v@(XFGyw(E(O>x0)sA+}-QEor?WmRM~!R@o6r4{we=u@%OrhuT`HVYb)ey
z=F<L4&afHoDgcUW-*eovWVzL!qG3)d{+^SZ6i`{N<3QPrS^JtB0mCE+`8}AD@)RAo
zv^8wgN9?umZPMqkMh$%H8F(p&M#-W8j@OrG?@=*hAlGgagS5lDZShHXvOT1dS^Iy4
zYnQi)HURE)6P7#G79nmXA2uI5XG;tVqrOEI%3m~n9hiS$dh~o=58>g3;Ho1?9tw=$
zD*+?INrH1Z@z6n=M`D=r8$AfMuXRfBPv*N!?Fc1f&N#aLVW7=<dYA|;?V&b=67u*s
z3Z!qT+f1FK1)li5m#h|Hr@GOiG4bv53%L_Y1#``-Y5uTcyt0&4@&jYiHAsDpBT?yA
zWN+i!-asHaOa6(9F0xmF&?aW>YQ}e8DCLexFAYF%wEEDb|3MXpeqx9zEO8#&hCTlP
zI7KzDEZtYM-H*O~eKtBJ`F!`UDAV&H)))QRr4cWB{}br9l-x8K9W`AxG|f-^qmn4e
z6=ji$8#DU*L-Z6PYIa2y(<*ieI(gu$2Csm{J(Rgkb_H=HhERqxLnG_7_-6WC|7)Z}
z?=+u1qZz6Orr&2dm*^rwrETRIP8pbG58F-+bb}DY^AOCP{p~g)CY|_S6@J>L;fRiK
zM=4N$Q_k)xy6d#?!3UHz!fQhenWAvX@qKOoXOro7wBYVp-ioyei1?!|Cuk3LDqj!_
z`(5O3BEL1Fh<|_>C?{@ioPWfDb^v?@k?a(*il^R0DltIAkySa!ufGst0Nx6(N(o$N
zfIlXnZl$fTIJ?pIc%A-{u_r1WXcqeM>NnEy>k*csuEHMC93!SKL0t*fJ+Z)ld+~Rc
zmb+6v0TAyiXs>`7Iv(jJb3yHtx-uy8i#C!va8jPwej(}q%|W{vGhbc0vmNuuruDXN
zo6?aepjYk6<>v>wNj5saP*iy+G7S5c{?e)rG479TzzHw4RofG}S=<KDh{PJ=ykupS
zJ>KRN!WFDU-VQX&dVVs06q4)~ktV7|(*itXAB;Uf`|+}XcEhSQO&p$FA+-GuOXnR;
z^&kInu5qt<ugHkpYtKSuWL<l-P*yf2vZ60#U)RnqGi0wwNEz8%w#<?}leqT9b?@)p
z@Ao^We^e)@<9^<s*ZcW;JfBbBlFj$K6hDrFSjVnlu}nB+>Bx+-v1K1f6yD&xqj`tK
z+mf831&dJN&qih4j<-x^(5xgBBq*%?gc9;?iS?2h(3upP@93@TcFVf7OApUO#2}p8
zLqk2826UlfimO2?t;0-Q{6HP=5x&~u{vvR<B)a&I!Ow4OorW#$JVMgE1&Sh1Q0RcN
zA@7FTwNd@^9_DiExY|J3p9c}dpU=``M@TpWRYJvezB#>=mg0*_tsoYKf7wm$Z?gO5
zJNKWi7ysH{JZD{i3Y=@fmeYd+HKPa}np?;r+|vxjpQ5QXy}9@PgLF?5DO~2=YV<gJ
z8s7e$?cFV3Kb_ir|3ytJByB=`^|J{6U2YzC@?(^m3|Aq0EaTfqqkG-qKM=6h#_$99
z?W)}VgtUa@jRpHJb~o=gv+!8bCW?ngu?AD^KcCA?QsC^&V!H02F~Gso@#ZPH>l-#0
z`=gk@vh919ZBOa1yQfv|$oB0a9XcG|CrB}RrG?4!`u=XVG~78Nt4JZM5X21oqKD1U
z!=mWn=jh@4)_VCB4%m3@kMY_y6%HxcsoW<}v=X0W^j%q;=}k4akERJi7g?#I?=B$6
zqe|IVkWS0(n@b&>7x*|6$M1@a-o-Hn<dJv;imr-$y>=CHh%Q<ALF+-i2X|RPmXI%!
zFCYnO0q4O1gq67jvK6Gi4UtNHkq(d5?9OO~g8&saQBe981f#sWrF$BIdS*zDUFv^*
z`rH6UB6}b?Knc;ZLF`L_2f_?>v<ufbp;&-ogRjE0REesu&ei1->3WpFPn{LqC|wwJ
zQ8`CgdLdd1N>PlBW_zYSbx0b9Nw-+@yY5L&_aJ<fzNnDElR^cj<HS)cA`yWLWPvsm
zfvwm8W5ujsusVmHL}>Vt67mxk_Mn;`-tHn!f%?W;d?)&41`|))|17t2er96usLU^&
z3Z3W*Ra;lTd@taRBSkyBbPXR_)7e|o8F>`y4!eQ&e4Qx43ljGVWQ`d1C8)32^lJVp
zArGaPrgo<rnMsfdp@<=GrBI3dM&N&=#KNx*mi74$DltJd5n<mC3a`!Hf6EQ)w0laO
z326eSLYhcl+LiCamv~fA*Bqj+7e{-JkjRL(D6uMYwyBg0v+PJKW=^w@DXAJdF``Te
z7<;Iy%cvaK69t`97|ObTstlGKZfQM-k5Dmng4hLWCbknOkJ!86PCWKCwIxFB$=Aqa
z9y@hV8HxxElJru8sSD-&;qf;U)KIw&13>8Wt^q}wYE-19@GARi;{_^U)HEv1Ne8d{
z=Q#LaRj#YYNHNoBGRwrf58HQRxm6xW!bk{o@;k|Qi8m5c6;rdXnIy<tCw$dU3l{||
z0#mV39*9A@?&Ink|CQa?|NPCpNZhYj{LJMh|GI_Gkeeo>F(OUHkj>&fmNhc(&tZ2)
ztbl~{TPrt_hFP<~;)|lFQtO?Mesn89`l7#qzOfwfvRmOb&{8Bv&*LtlKhGka>Sagp
zAWG!#+}G4s2NUzuFsTvmmnEwcuWP2X6jYQOr5MlQmyg5Ec7iY)`~>wMUE%i?NF%T>
zaQg-rIt@mseBkiwqu9@nV!u9yv1F=#Lq7mZ^~4tS0(p{)7x$g!>GC0=bM>$ZbmrAQ
z#pH_lz6sZ0Os@vs7I^utT(Osy_K_Cw5xD6iE%H=a%Hs;T6Y{fIRaLapp@l|g(*2v<
zT#BNpaHwtszpA?3w*(zU@z1YR6vYt?be$oJw&;lYo~0kqdyB_aJi*E}mGKlzN?Cz%
zjzMDFE09FkB_<th%}*XuA7fOynDhmBE;H$dYv$QjIckV=)4jRVTabf#QWb0(Wmw*=
z;p+5APr#}6!G)JsED=;UYoq9_z+>uqZB9h2{%)tCZ-&m>-;6_It3@WFcV3G1ZyP1g
zSA6tus-Z=7&cu4bGdSm5or(6^f1Z7vL2vyfc;|4kbP9ExXUEa|%gDo6m*^Zr)3CIW
z-=2XsT700_(b<>!ovC$6Y?>;qo$IMsro>b++WOt;V;@3(*C>1~+~vH3VhgDQks3W2
zdOYPfrqq%SlJEi-__mPB<{TtDuciJ8-C&iVVEl{AK<#6VyxTi~6sKGoAY>1V6ONDa
zl(0csFkU*0QiBaJ7S3C0wb2IiBiN>h@x6s#NDZIkp8K3*uCx)!jZ|`&*unaHU;)p3
zU|>VSolSh(F%fLmCfX7jG?SEwi_9f8D)`)aMFK?7I%f@PaTc^n@dVxiIg*UB<M38p
ziWrp%MQY`okSC)RFFA!zpF$l2LE?<>vsvdR>54<6e7QY%Suc9!^XC2Aj~;zrp}iP=
zW$&;SG>C14y~&_6RFP{?dppUrp05o~FQECPOKRoH8H}JEqPoyrUd46XAx!M|wtG-4
zvI~gN7w&aRbyV%S{-}HY!5BHnthIO3%!}JY{eJC#iq!pnuM@F*)+`5^)9cAUmnFt}
z1@;1l^eo_5)~tiOs<GtI79E1@F&xJiQ7Y4`c!bK={&wN)7^3()_j+oI+*O?$=t}f6
zTxHL5#YtD<3SSE2eCo?P6!ui^(<CU@bdM~9ER?eSMN_LW9l_xg3b~R%36$E!1eI1#
zdUKNdj3r&YdU#2Q$^=3--uYQ`PE(+o-)dJ~w9xVkr7!D^Ulg#q>!!ciLLa7HJeiv4
z{v)y~yZ6Vc)TMdi*Nf`vKda4i3hL(-F$|5@CXe^LcVery`|~faYnkiC-zaC07C)N0
z_tGTJGwswY<}U-4KDmL>8-vX3q{R2S5lrkqM>a}O_QKYp4s-&Zpd1z~3jdvcSVkf?
z;+z86hrIXQM`#pBH}r~Zhz2wLvql9sA|9iny!k>BTFTvPz!s^lvQOd9`Yj@nT#*H%
z%ml|MGm`V@Ko&0x?-iM;8LEKzUuoh2iscexlH^F?B*K+mzc&bST^v{J_??X9*S-qF
z9!4DO9)6HebOq`oR1}Npe^)5Td0-@)Xe3y0i}ttK&?&MkFO1pagX<K6^K;b2tst<_
zD}k+NHF%zcTooPyg%cJAdR{zXS1~p=q@Z1jJ@^)E1t|x1(+NcK*jAhB8x}9Xzojgz
z+pB#JS9K(Y-6e&H3mIk=8?Jy@G#tEJM+0?>xBQ=y>-6Qdq-GLV;A^J&<hRq#I^4aQ
ztML4=Q=0s{Clm*0Q!(&Htu(cS5y_choFx4$1@o+sK4c#v(DcSxg!Feb;vC!@A%qa7
zV{}qQda3ap@Kq|BMfNUdhEQzza`%z#BkN~v?#|oZ0Y`TVZL9d5Z(6s!d2fDK*E;t0
zLk2x76MnbI3pLZb#S~v=l+!QAr(MRu-3%H&8laFv4O$n7i=WC)OU)0YkJFrcJmNI1
zJswyG*Of|q)v^Zhm@7!}f1@s{``u21#i95g3#j!`J;r;p>(pT%enf)*Bxd6a&a?gR
zlHMb+n1l~_*+V#b3(h~&QglR1IsP0sK5Fr$sZ@Pyr>R`2Z2v5vZbw3_ZXHS-YGYIE
zJP(atXz*P~-g)`#)foKiFciHo?4A#u7XbMyFDn=^gHZG(^r!=%x!VL_XAvlNtkfni
zH}AUjGzjvbqO1*T4|s#g$;jO3MazvwWtLFg!}fv#HhLD)ov7@%rHp&Ky1CwuNDE=W
zdHCS=?zq09oiHoOop<1OSOQ;*KG#h~B2VNN#$B7(MgtUT&}?u|`&?v%v|u+w!sSKx
z)3BwoxdZxy4BMLB{_MQwUYul$HTRWKv&qMUJ5E9uDFqRffq0Vx_zUMr#*3ZIam#;w
z2Ho}-vz)JIKyUMeT$G$nMx#jX`Yx*!Rd9g|FV5kewU0;>xN~?{PKSh_Gg7?g2ae~O
zGpS>d5sx}r*mB}Dakw6+65(Dh^<N|=6C-INHVvb^uBJk?Me01VZdk-;G_R*01DAvX
zSMLyX>8-leb&HE%>rRSee%%Bg=K{9jjeqz4y02XSd1zH3VBU}8<l8teFl7f@3vhq@
zsNC}_%}S^+rd5~*%_sWdn$dN`0`#ou-Yv{|L;l_DJ6|x;KaS2F_mR|2El;Hajo*_>
zMwXDBa6A07k{`!>379(Odrjqe&0Jay7q$FoaO%S6zOeJs%)p1YTKJ2s5#NVt9g9ys
zGjO|x-L_oNFP<jPcOeDVJY$<FzKElkX~<eO??0?qq?&|rc-a|0LKGXd?Z7U2Md+UL
zJq|I5dcBcQm8O3Ol{8j$D=k>6n5F|nu(Ow0ObVOa=$kNIHFMc8yVF~0R&`0lnkMyQ
zsBVh7=Iyp%O)88*_dB@V@NLt5yCf=>waiFmzMOlz5W)JuWtVKJlwtNUhos*OGae}t
z^uN<qsPFBTJh0g0XM<_9BE~ARw`bH3w_!M^!(&R)$in)=_4S8;*B>tadAfHfdFq{Z
z9s-gvN`iU|PVKKj7+icA<KGD_t=<l$x@PMUSs-p<OhW}(K;Fpx^0V?Z6c=95+x>V2
zncjvjXd^^VQ?DS$0eQtsLWoaN(Y&Fo9MOx;JLMw<^&tr?bIs2sR*)-mtfbca_+X69
zGC2KA7CRo`_W&0R<}XEeDoRyUW10#oxbcUoGU6UW73H4`36@Z2QVAa5lVm)CKNszW
z-++MK>mt(dj+NXWsekjiBa{x?YKg${fbODCsA-@`Gld23QiS9_X`QBf62lM}^fRJo
zH>3;Azl&8N3k6yibGH?Ok~d2o4>c}LNaR_w*A2Vb_6AZ&f44ajCK63s4oXhTN~uoB
zws@33iSU$i2z=r=`mz}7Au0)HxMWWe(**tk6i=Rx<ef>(lYhgjaDh*r*|u;_em@W1
z4`|_(MK;NO2(IG}4}Eoz6zgf&{d2qbfz9j(YCmse`H+uY)i0yi$~dPOC6WCE8~o=!
zg16oVek%a6nK-zkyq4`HV6|e|d=llErn2D>bNW7y9tY2_7YPaPv}&s1yHa#h>eE$5
z-z)l58oG4_!gnY`BvE0KjGzo$5^XZnpQ8HjGGZ4_CCh1|lEVs%L4MemP>~D5AS81k
zybLSgTklc`B0kW|F<s)J^h|sGdZ@T?-;qO6RHG+<(`Q_qd~geC+KcY3>qS%2^{HuI
zv}Glsob|=h?bOYdl3aI152kq`On^CN;FIjWwhWA$|2S<Q8TcafJDR273Tx4oi-i)L
z*NvmSoCQw3Zbx}>3iyJTMD<Y8rJ*$X8NrUYZ|*e%?jIGw)E3tFE86HJ6|0h?%HGY%
zARx<m`<Zkq4`lQ{Xb+B^3x|eOw*CZ*u$}g^0~&%P4L&#8G0>aY1zc|KzC68Twf)}j
zeZx`V_NC8%-#1Yq@+!EQBHL0-B4)N9K|C;&ptpjczPc*dj!v>DiBM%P0u7dza!+!%
zxZ2@`3WowSUftKfXgWC24Ue;AYJEdnzJuNjskVGqYf1HO_Tzw(`P-L_=}7$(b)uW*
z+|4{vTbkEb1R=ytOz6>ALUV2pp6BvnL~>HW>PqKoL1%JjXfht3Tvun`3OCrS$3?!^
zUrkdZ-?LTW-(IEjt!s2+tj!qw`^3Y~-S^=yD;YM|MRmd2jJDr-)yFi&(QRG`!HVc_
zf3y~lCCP8YPJgtM$2lg@DP6D;)z9c8(;FFHJ@)W9SDYiuMhml$g|ahTi0=;;ym;*w
zRjx%;@GEu$XGh-fHP7em_ssS_D*w$>#oQG7<79R8h4AYSmCqF2{xcTVU*e*T4-GxX
z9Q|nuVb9CzHdZez|NXvX(sygeIH}3ZXxI1dM8=^s{L-Jfr*8f&<tHZZ%8{Ng!RTAk
za<;5$2n9s|*V&__luieKt-OpLo0k|SfC(G^XCE`2Mp8mV9{vE>@sG4H|0XFq%BAWF
zUBFuWC5%+KoFcjJctQeEd+uCk5%06ChYrr4xGi*q<<4J;_5XV9=tNWy;T);r|0OC4
zg}_dy5xF6hcKx?d#K-D@rca|N1l2)b9|<D#DLvd?@gq7}=v(2T{&g`cAp-nZu%BYb
zVqu-vHd6uWMd0WL4ti5CvGf88!IXP`8QE;gj$LF6LMp$76375wfgDU&g;NH$zJu4{
zu#e%cJIg$5j^km4fc6201qw2{=g4k&e?O$Hs1|x@{*t42H4+Ef%>#mvPCLiO>N=zm
zYmeHBP5WOY_xftzhW9RoMUOuV7Ypze^2^9yBv2$?p#<5Fy6~xGi8^ldi}BgPuGuas
zVhlugGn@v10BiM7?aH8_3otgsg&}w4738mXzv32K8T~i(m8Y{JSvuh^SnoF&RBFhT
z3Z{Yn`N>oo8Hva(E8WZ6t05fd*4yl7E#FD1NaY<&>wIT%4$E1<e73i|uN~r~=NO&l
z8uEAl$ETL{!<{UNl^<Ed!{;Hh640fp^F?A?u6x}*JajsJ{$vB^A|v!uJZZY(jNnh`
zxDu>lv*Nzb?u4!Ew<3^z0o(A#C2kV!Pc<saQBn}0BbM#+)V)s2K!g7l3)V6nemz9~
zm686<CA1to?Jn>c_r&G*V9cg@clV6f-<LldthRqQU7sfP^)Afr<~A@>)C!%t#k{oU
z-uZReS>gKRC#mnB6;07ICQ5UbQX>XGCtN~lBY$2Ccxrpgs>V2#=^ao2OWH&CY(ARy
ztwcYyuqBJ$=~*}#skgfEQ79I=o0Cfm12HEzwxdHaWDx9mM>M%RE#*bkObyju@|Ow=
zmr;mGL~$CL?i^m=U%8FYL|8epQb);hyoO)YveCi8=mD*<4<`a}BB&D{e+CtK&KSQ4
zT|kf<LUe%7yB&?7gcv{z#9?l>bM3Dp%~6iF-?C2FC?C1sxvV0$#mtfXisA)i8b~%<
zuuw}9MY8S<bg%A-%`QArg)9(8O;DjCv<892XN(peDsu$S)S+HPf>Tv;7e;SL-uB(y
z)I)!wcU_S7<eQypsYcS(i+>(pXi^lu%_B|O|4H4x{+3VkEdzFL5Z+fB1d|$Wft5uX
z8TDw6cjW`7C~!1|b?W`?jiEc6A$t+OZYUDe&;~K5$S1e{1A=Kf2K(l^bykBume65m
zM2?5@(iw&AgFDPywE1gUI%2N4!$)zyxyNa;_E*wArQCTaCfHH>t<tT}N_N#PZBOP-
zFWMz7=8xc5`g=&YwRrv_8$$_!d@&+rH?L+iFRm?*_%ZnP+OJoaI>eLEEcPEC|1r6K
z&6s&?((e9b`<qF7nv7ulm7=51m|r!uPu3p~{9wx)t}h$rn+}3?YTh96?tO9|H<Fe1
zRJKrHWuRQzl#<?qZzu}0S%6nQ4o-;;VuelnY$IKW{oY$G<w!4V)?<2ai!R%v<8ftE
zWkqjdSIb^HG5!=sgw6M0R(m!<;n-3IUq(xC*3anlstwzeWH^+@MdDCz58f&h=ssc@
zz$+xTKp$~T251r6tW3XbGd+DJ^dk}~^n}fkGQ1v=7t-#Wk24c7hK#D%PCb}D`ls(L
zqDTp<yLTx_3oGxoG?pT~SCER87&+Yobg06Q(}+jY=sLQ1zy`%0!0&y;E+8}GPUW$n
zF%eh>2hegz?PuG8;w<aSjy}v+eDgN_z`Eh~*OYMbXpE%9&>LdgcPi{l;=^<JWDRuY
z<@U^CM9*Ahycvtl=#MtK{bIS%Mn*Tk{~UjYxqf)l_5$Ap?}WPxbb7s^J4lHNI*&(i
zccV=iiKcM9#Ur!Zu^}hD{2-N-bPDJ<Kp*iU+z{p@va>qIB^1f#D#l%j_6j9h68yJZ
zn$O~qw*-3o9ueEx68qLTz8pg-IeC^c?99(9NwqYy0*azt1dDc)?P)Yw#Pox*rHwK&
zM{+mvz$hNduR&`JBXsx@IWC`<;dKfIzuslySYHTtzWR9YsymLWf$k;P(rD6reTGXj
zJ?|K0){gi6T7Sa*(!s~CH_gy10mXOg;cG4h{e&tb_&JDukGQ0q?s#t3csTRAXy?qi
z*-a+UESH2hiRe8}ytwnU3vSnjcHh>Pe2r1TV|{PyHoY&HgB4oR<ysnzeC*vw4c=hu
zJlKbvGG@Ps(l%fJo^o^CN5<>TWyyh~KlUdtDsu>JW!P2Ao}>4Rc$0ldSy+tO7Se2m
zaD*^0Nh^@GkU@wb??Zvq$%~N6eb9>*c3{HlUv*51POnU^tDKOVFteEUwU`dqs%K*U
z#B{llTfjO#;bWMtvAU*MTd@7jXS#isv`gYtRjK@2_AHZmX;KmeLo|>l_`orXd678y
z<2MZE^G_Kwm(U$_nX3;R@YpfMO-g{8;~6CVeV@*~!)CdXXAKgwVgtFo0=cCFvyub3
z7m!f_O0)rrd;W@`@1-W&#5hQgb#T5FHn1qUhtGsawMgn1^0TFeQYT0BmyYWb5f+cu
zk$LI&$M3!en~jr*m5rYofDkO)98p_A^2@(Ry*+@JkW^n0LL~4|4m=b@)k;Dr4$+in
z!I;X0h=B8uUJ4_XNF@$QD)ptVBp|S8pjyEJ2p&clS|tYt0ffn%#W(~T9AWKUttqoF
z@tC}^hXB@D3t`{uZRxK9(D8(g{y!>8&=8NYd2|x=#MXVH5>9NpgUU<0Bh5j*rE%S0
zU7bGhBAx0MHq%EnuBr745Y7ShAM`zjUjt?O%7S&EQD-4X<wX5Ld~&-(F<rep%{+>E
zl^S}{j-*fPCG2D`Fwi&>I@LuU7zrVayeV<J8|8L4xcsZMRH=Y+-b2p04@NvEIYwVl
z1aRk&f0HMlm@l8m+wewzox%W5wnpAZ>uyKwRn?(SOt^@Cop|G2_BHdQX8jN5qJtLK
z?5}2g0-Alqf8CzFigQC3RTVTg>3I>l3rHJGv)tu@j$4|OqC>ZQ1WSV?+ga$@1Ifu%
zbJbP<E#N)JG&vH(em?^3J2!P5DYe3jq%~*L5LRW_-`r83gf&o69x<X)!Z1au5PrlO
zE6^HLlo43aJ3upqTKne*1kc&?)<JmPk?Oz@qS~txuqfgsAv(;h7W8Rxs&`lKkJXKP
za)DCT&*B>x&^m>B(VRqq&(#?cV`NPVhxI2d-AXPHwJ>8ADT{t1t08vjky^TRpRuc{
zpTFE^6;DB}qoR_CYj%J{`#=f&Efj$|Ap^@GLiWBbSZQ?Ms&e~cs&@faiO`z$tqQD`
z`>%|D-%yv8Qa$p6>w`(Kz<4fUxMrylB1u~@$x$K8GVdrJMhm-x>f2ExsXyzO2^oZk
zn{hLCtVF+1JOLjWOLnxUGW#F@|304|E>4<2Gj@(-=eEmRCM^A`%fj!x9K4IK<Ydt}
z?+=K5Nu9pKSQ8u^^!HtJQECIH+h-H&r&n91ZRD-3Kbf2RH#43@>@yV2QmZK^ZIAO1
z+`rarc-~!nzZv{s;zZcUr?~XFfhf<-V$tXKQXM)9;4r7J!V$K}`Vmi$8gVGRMKV*Q
zPpv~@uM*RH%Y3T%qkX}LqSts^5h-#3<-mt!mQfSpnmytg8iV0sdejkdw^l=Vb&=Mv
zt=z<K+cuRypANjZl>e?T$Q2s<luficV7~I_d-sR1nX8^Jpzp?BjcKmG81qr0w}K~5
z^)D^AGQ!R2?#V{acB~ydmkY4CDjdm^YZGdSD4_$SxP|G4zxVWg!%n9dUrWx0<PxRC
zH=Z&|_9m%;JP$BZV*B@N7N6fcO3utItFJftZ~x=kYTHoqFRtD%ij@3rtQUWY%FKye
zsW-QJ(Nek;n_gP`$C+DZvSsEwzW+r5Du-?<Br9(I=tbc4{Nb*?#Ag-%o6@I;TX<Qz
zM38)Omi%^S3Iw?i)M^B&xa9a(-#nh^9$0rSfh=`|Em{vBwV-FC*R4IV7;nG4W!LLi
z?;Af3w+&_S5!S;Dgcr6O%Z0D?jJuW1FO&RTm!iLXlP~~!=CjG-=GioA$nLBlB9cP`
zb#IWkd%#8Cu0m<Y2`W{YC;@Zsc*b_)@*{F4n3`&)<!3%bFWU46n3-S%vV93+;8TV*
z>l`BVIVCkd!oD3%I5{9>=Y-hBV@y9C!|C#^#py9J@r00iLherf+qwCBho-oW3jMzn
zEXrv=I^6#>bX<}1{z=6H>`9B4Tj6}=@my!nJVNeKAp9TWX5iJ*vT0O}sT;KnsHZrK
z*j##@x3zY#vgGI$b%(p#h9-be0`TdxuF*&T)Z4|9=!SiRm#qc3Db^3?c|<5DX(5yb
zVC5_aJ?yR2FNIA09ft(56JTnT+we;CslwApurm6K?EXT_rEI2{IQdx@DpQ$BVyut+
zs2r?{Fi~Yc{r>2k%l|xu>}PKxM>^_+WV!?=6`qb>+E~TqW)H7HkKQ8-)zOV4Ew<0*
zI%>{JdV#eS59LftD1L%{fyDfBK*V}grsK<ebTJVcd}DzK6b20|HRPKsh>;^3PPxm^
z`{j=y1d4?Se1oI&E<ByHXW6Y0@$yjPS0S79x?XqIVbsj-gxlDg;ayL*!kbfu-R8Ti
z5}cdcNnhq%H=Czs{faRQ+qi|Ms$9Rsj+a7EH@&0Tw2gYj(Rzisz$cAf|9!CcD)0!b
zbo*4{RM*g0+r%P@+7$cL7xR>={?*&l>G2hqtINO4CdO6hH&YEN%8VW8KRvj_LQfQM
zwppIA`4FJ+B=}4-qY&g4pQd?&)>Wyo(2@X2=qAcN@&N>&r9n8!@(X@q3u{DSHU9T?
zlYl`jX~To3570WGnQx#Q-P>yg`$Qt=0|=logy&Ejxs<ct3tVZA<h+P9c|;i8uLcZz
zD2^j}s9cvg7i_)q<!wh=xp>g5hk&I(q;<&rDs@pH-GdiFE(c6KjC<tEP=0_O+64Q<
z@~aFH@(P)8{YWw(V+P?U7_|o<Ygd~};mkl$?Z^+|1%c>RG;AzHgX3D2)zxo?lpMi@
zKX|6mt*{uJ4GLjQ$}vvq2{r1@TVy+=0q^6P^h;A&-1CKcTZ6Z@hjj(Qtz#~#k|?A|
zybhBZ2$(*@*(sDgLdyCr+T=C#`ZY52z+3wN3LowlzNN!CHQjKozv294ywaGKlGkB2
zsn$)@RQ6(d>ZPeWMHAnnR=;m{z4?0bCj7@zk;tQd4TC?9250WJ4wyw1ZK9+4(Bne#
zQV!QX<o&4;Ty&?GZo8l?kwt0yv-Phy6M$_0C(*g}Rh!~z-O44Ze=qn-43&`z3gU5S
zdSLYO(7sl9p94k;0xMBJ;FU)Z$;$^-xvpMUdV1(OPuKqCvi}buQheq5as6ROQvi&T
z%)1>T6$5WQ5h|}oQY&t~zQBsBbXc#);H#R8Nt493ZMaZBQWN@DF@wD-nLc7>{!C$=
z3~h7vJ|u8`!CGO1o^csx^6NpiqaQMGgUGzSPky|(FrPPk^do!Q>M}7M?kybnRqt)~
zl~8KWy4a?zBTtX`rY&y2Rd(7fix=@c%dG#=1QYw?!sP|I4yj}heKtIv$1ARL`>;Cn
zT!DQ0%j(fBO}Np?u$q+N)PM0p&F@P!*gT7u>JR^;v-F^|e8KSWIfIp4X&PEI+w1jk
zU2l=);|Evo_ZHk0<T^&f8sfHj5dLYwSQ<*W87f^kQ;QbL40}$g^@X|m`?n>eqn40a
zF0=H!h~$(AYDNUr|IK=5C3SHnV=a`RegO{^8m1H)_7;MdGvgx?r2ytDp(X!L|K>Y=
z?y3Vc7u~7E%UvdL%B*yIJ};a(gX%f3!5vZ)uU<7KEo{+G9HO}56dsV>Ok4JkQCpKk
z!2GFA4?-8|WTLw|n|-P#zE(!hXE#Tvn9h|E;qNfyW!*1eZG_yx`_fOTxk+Cc)ln|S
zWtV?_?E2?^3prtXOrjX2vz`4J-&ASQp|_0`j~E~5>FHHhsv96b<#I>(weI}7i4#s(
zCPt{AL^!m;g9Kd8LncJivcJ6$Z+ne##}$0?(Rx@hvRCk_<;jvz*EY0`NWZ~Ih$Lbg
zOFPb>HWyaT$rXT~JQUMveGS|~gIM<9R@>WwEpkIgyBb7QUY%%qX#uU{wW5zkY`-=>
z_*Yk~$@1OJj=2#aZAfx`c9?osvqfy`yaq)ySwP+oo*%o#-AS8(iG19g7yJzfI1p=E
zhDIi}CRVkkyd0~P2NJqZ*#tiC|8r0_0|(_UAjw7PThi>I_bMUbrh!U#vSo@)`1;G@
zej9b{z1JdQZ-J&}lv{P?JS*>};Vs|x!T_e{B|+@Q|C$NB?`%B2BMkIcrzCyysvH_~
z2qA~TIvzeB37;P?tyyZXxzYEaD%X6p&D>xw*8R6{n)elrx}t@OK5w!6+qV!7(veM~
zwiVP>#{4n%QeFlum8gRZHvG_jz`D1be~V8uItpcDg^=rkQZdPOg;iY+RHx4lOn><@
z$3Z*Dp{zwaF<ZMSTf014J2_kXZG|=sNOSXL!TYY9_^bhMCG_;k7{&9naYe>zl~$1p
zbTRimUa8sLza_@IVl)amWx^)A#QrcFGUzhJetUga#Nh6Ger$=J@syy}Ya)+D7BlbY
zBNC#gNP84VpeqBS$s!yC<q#;ww!l1!BA_Dnph#|);{$Ziza#SlU?M7wRlouYa~+FY
zeNEe*!FRNVBG@b=3&=r#X*><!OmP=IKQk10sBc&Zgyh?~;|}x`DaPgh-7HZ1t&3Xb
z?cuL;bW}^;io>`#t0)=YkbyJBQe{1)TM?%gy+YCRhLTYT+i`CN;<v!R%j5EI$4<7d
z!q2fBVMs2D>7~E$xL?zUrx(pq#uADti87ez)*N@{<76Hmd^KABP3o_R@a4+8ac;No
z*9vH;Edq4K7$lJB6Up$oVjN$X4+=`oMq<L#RMTGMjs^L!e^(tD(kXf|fIz>c%i{53
zB&ffNYlVy1KkUb4A(*|X&o3}8Ap|(cxYzWX)cag)`!c1xa``ViAtyx{9*ffBc$7Ia
zA3)z;-{kQlba<;?ifLsZxVHsJgM+k`m6CApi@1zFb`;{;g94WOmw2dPw)D&$axnxO
z)vHo4_3lA(0;(F&m9ZEbU~CVA>z@UsBVi}4qpu8fNGKb!K%K?=59+WYnXQKRY%a+n
zV4-o^WBb3UnXa2a@K|%<<%{1=SPA+}g74{5jkSB7@>jf^0Q3TM`CLezQJIrEC2yn9
zO(#jE7lv>m`6=>^KB<G7q@U2NgNO1R!Mi|zPdzmPELaU{Z7CtxiyBpdW$Y-*an;A^
zG#W#0_S<2lgxk_#CYv!+o3Al-KOXzOuirAheIj<*sN!(EMS6sAWYZtAI2pm`8sGgB
z8T(Q(eZ!w}5RM-_dlp;MBBgexxiSR}o@uS$rC5ud(&ovB0Zq&r8nd^R4keCd=6*Xj
z&(3(3H7p8V3N-McDdpb0MUKualiHq4$*ho=EtgO-k67t=`*UgROZNk5P4kH`b0ew@
zqmztepM>(hU*%E12BR_u_qGPFbrgxv2?n^NY{*7=nG5(za_j$BWf}D#)2lnp=c_(O
z-a3My{^Asntd^T*zJ0euodQj7-7>usX&pIr)#*$0r9nITJI#?+u=q@)Qo)Nn`Kq7D
zbL&$3cOF0g`Fp@vv`HXna!XI(`;wmPZZXqShMX_dBgZuP(m|t_>V(`~2V_|8@Re*a
ziZ(E-U5^;r*06nTE2;4I!&Skuh{5gE=ecxt`avv|o52Z@Jq4=E&wm%FDPO*%Sa$!a
zMoEgnWsLzX|6lJ5LjNYMy!-t5KMsy{udj5c1JQ3EYS>^*if6*c4!=gfeVba%K*r<7
z%Gzk*;$QfAWn%BsRH^9PhjL$i>$4IXk;vnj^uQmZ5X91yr7Ke9a;MGk|Hpvbynb{D
zER)fR^H=o(sud5VT}+Bv$f<xh{;M|QzdDHBW_9u_ko=J|Lmt}E@IVPJ)G(J71ia=z
zna}(4?)~<$gKrz!zf$sm=?I?vF%DBBvwQNB9|7if|0d<b!EO-mUw{Iah(Q8zTwE75
zG(dsHj~zjTVZ1W5cEpz2byD#D)L$Qc1cm~ldZ!Ka?(`5seDGA=@YG3S1P=ZLvOD!(
zKjz0nh`sGD98)>a(%K>6a)xY%kR+cS!sGgoIs_c|Kn>ZE<oMo@{&mVH<|^MP^dnws
zo6lEKE<;z4S}FqAyTQoeqFU-p^IOln^XDyyBM<hS^bX6Kj4F=E14|mGtaoo=Cd%hF
z|IALL%9jq^NVyV%5x#MwP~hVG{5OTy1m1l+K4KtrMGM7$1<6aZm!+NSFDq?sLz)=V
zRHjd$#eCYCBWMKTDodY1I~palxEV-^qX<TTPJoY{gC{wxk(fKA4(9Wa!RW~I$sgHk
z2kXSedH}Whn(~qVXP#rzB_rw5&8V30lRW*7ONe3oAaj~GkIN6`!TrfapR6+|)S_?H
zY@#iiB`$srIX3Od=IF-dEs0F2b$MntY}So=PNI1DJ12l<IU<z?sM{gx5Zid<Qsf>O
z|K)xv04?XgvCD*zHTgYw`fZ8sZQssq?;h8)r?ng+4Ql5CnsbLG-)BUODpsUt%QhS5
z=SXJr3r)F;COukK@7U{QrJuia!W}&(#p;6FdIR(2nM7A}=5pspgVB5pV<BH21te2g
z+FK54-ktc7EWn|8@-6&B-NATCXq~=vOshVvJ#Cy$-$L|z7i`PKKbialDnUKZ9N*d+
z2G{r-GRS%Y6~mIzVK0W(?~}iUV%dx~G()a1+HxN8AyB*!yp^yGPY$eo5{)9LT!7sm
zK^DPHD+m|TglVM&zq=4%1J@8Aga?6Johr8u$p7HVuF_UUAeF-~)BT)?K-gn5Q9iCM
zO37gT^3X1{`(JYu;4(i1AHbtj1U0x@gA#zI&%_m}ZXb#wv>K{O{>$@N1RtD@OrX8g
zArwfhl%&@2%C{a|#)^CJUyqs4n!I-?NMsig)9A-kQ2Pj-|J3b$Z1*6aAiQZC7)c&d
zPU&}z@osHtezlX3qAPc2-eUWZz6>H1H=nBe{N|&QZ%5xrVK2H}?a+!|7<l`9tsfk|
zyxSPlQr<HpYZ+}DTHKIzz+@$nn9D*?U-Q>pQ`23u(_MS6JL#l5X$E2gGQWIp{PI2c
z@cs(Y`1W0~!i%>BCg=pb*7hPMtMY1Ix5u@$f6Qucn`|8Ynfd<Hhk7+(%*exjWP9Qy
z3k_!;{%*|?i}ZF(#gm@vM_b>fXW8tAkQ4(5itAwa3!<q75e7IOptgIMSc722V__WJ
zR9i)xlG4~5Mp8k*TH%!;lb(?i$cVDrdS=!Nj_>{~^b-}&JGj5%^8N9@(9^^glK7b)
z@rgS@_SG_4E%3SJKIPmp-s)j=HCMou4P_*8Q9jeBvT0mz8OcTD_B&#R6J3uAhPe;?
z_7={L3Y>|#7dnmz=-DQDf;5ugNYKbWKR$$)Eg*k!okBHG2^hJkW!`r|aviv6rG1G?
zFr9de7g4o?);c6igD!09&SLsG#Y1v%ViY<OsqoO!SPX9X`QDhq$rHJgf~7qu*w^5B
zhJHW(F!qhTIME3hLE7J0>2sfi`4Fl0;CX!8ka5yNx7YJW09NNa51~6id*7`0zQ1)I
zQoT<HU>Y(sc<gCc**P{az`nfMBy`@f-2Y|mfeuwwao+siVwP;Fg4qgH0xq7u-psX`
zB;!1f{tRhfbDNo<LhOs!+%~16vqZh*Iz(?N!6j*Wc#tX^v?{gDq$#_bHXC5wq|DTG
z{&>gWOAn61$K!gSB)l59q5VA_=QHqC1hCU1Ec}Gdq{H5*AmHhT4SGYbDwP=`wWqf^
zH`Pv|e?p$g&aYJM1h2}!y4-(kN4iWe#7z<ja_&~5X9NW(Wg@+0?Z>#vb9fNf!tL;F
zwkT$Q8hxbdec^*7g<!LcDvbM~{Mt6D-6JkOHAWZQ1>P^Vb^Yue`cTldm)U=%u;PVL
zBU=A>(dOLY{EM}hN#LA5&cml0%1S~=_>?d;atsQbQ;1?<jT{%emE>?yytq$_xV#%U
zHN;_KT8&u2yVbE_fSY&X=w2+)i@C?FqFWFC+WFQ>Hg3MnlBOSaO3}O6(-Ngue&L#P
z=LcVrTHULT3`}0a0<)q|pM^G}?_*&aH=M92F_fJysq%wSd6%{ezlNKjM&_+Zxy#5v
ztulFLwikjj2cDj|_c}jPL>;dier6K4NZp^ZZ}bv*sT5hw-Dw54D~C!=@{b#Nv_?%o
zdl>qOU*n<HuJr|K#6uNYUYqoF^w7~i9(|<AuOzDu(w_fgKA+q~#qi803H-{Vg$=7&
z5BsAl8p*OPO0BQ*q2e{g7CuFV{<3>jsUavu1x=3lCd#)u0U(&RFQFJ6N)lo&jcXJz
zZ6+!=inPFZ{g9(rG?r0>A4Fv&@U8@5^v58)kXI*c8YBSMU8_*3m%Y2#5xNHrlfWW%
zK)w+<@8Of%iX3T5KtGp@REbp7rwg4<6gm22sN!A-EEw1UYt%7YA1Z|xW}Vd;A$GKw
zgU{0;$f*)7wvhT%p<Fl$j;!E5np}@0&wK14<#v^*f?zU8+mgm77^zi&piUnV-5w6G
zn89G#a1|-Rx27_jdA9$dJT&CE%HJySyWc$GIaj}yojBmILo=>iKs)^u!kC2K5b(c2
zP`f$=rxB&C-UVP@urMZQ4S3e=6dpWk_>M~dI6i$Z2%)=q)LC-WsdG*8D7Y0a;zSo%
z83YyfXCI7#o=DPui$cos2VsJY0Vo(<M<VY7sUshfI3ho!aH7OkANC7+SHE%tG@w3W
zzx#97o0#NJ1BZQEv87y@F2cd4GCbF?O_cJ=6xvVMq7JJO`EK25SS=eBDviKRcem#)
zJh|q`sVvsnOqPdw7a|v;95sDDH{Q7d(myURQG&D&IzHqRTVZ`BjgR#0+CZmo%tT!U
zu%s4IHJ;ikr;6?O$O&q3Lmd3cha2R4VcNIXs0BSBD3Qz{!*(?8_gjcoO<J<hDr@hF
zCM{OVRR4nLHIc4W(HJDJy)-*|TwCmtU2rb2#84QjeC`ahh2#c@#}YrMF<JhS`;EN+
zWFOeuPr%IGOh(K_1-#d<wHvRvbm-jm_D@#<1_kT<YS3apIqG@|tFobYk(si+@<B?#
zN8V$9BVt#2d%stA*<sfdpkZ#jb(2YL8n*~6ZrTjgo8>&e`;0-RMQMER$o)^qXidbU
zzaZxVC0VmjUUej^HDlGW3a`l7iwHMY@{(<Es^G%~LG~7%v?r2}ZuL$al{#ORmX-fw
zwOI<K^T^LXGBZD1EqYD{Uw4WcHs*X;8dF(qZsJ>0<H@<A9=mJ!g=wYZiBX%DJyFYk
z&R26zOLJRGb4crEZ$xJ7wT^HR=O&hBQ^&8pree3OujrUd+?f~eo4&TG$8lK9Be_|k
zk0~X?sdpQ@bqnGn20lw)7R8v}Q^nizs45_lvK6rzQ;w`;XpJ6mEiH)>UI%rf#JvQA
zS1u~3?M0jd`<9Go{*Ua*4bJHW=8=WJ@k`6|8_X&N-()L)4EOQCSZsf^QymME2~#zN
zX)q1cs5~(zt5za&^<a19f16WF^?jy9xWprPXydVD!^02UjKZ*c$oQGzbq3goehklR
zgm|Y;!s9!F@92#OgmW3yz7)in#m4>^ancju&(ys)cTZO-BmITUm5|<hw|>4YSb6YD
z7x(^M()jFwr#`~uQ+37q>a3_}<AeMD!-l>sd4$-_zFMcU*TIe-{A%kLXH&wD%{a-`
z2t~!`9mMT<hT{MkW&Fu_Z)$bE^<X@vUXr-Fgg3dJXw6J%_h`GJ{N$O8LyK89kt?>9
zU6W7p$=Uq7?EtwS=Q6xtza&534rVNnta$vy7b86dCoXmrzMe0S3-}6x22NMjK{mc=
zHo+-i^A7`flLk*`65X7``4PqIIaEvW{8$xDL<)+^;|cfb!7og9)_MQin?Z=ke{p{M
z{g{@@)0R#G-Tn$4VA=>BU0+(jUK=>%$o?{C07q$H{F-$uE}AA3iHa7UzZ%CxTzmlS
zkobyD+W>NmJ`vYHdUV`&)8+){Sou3wAm^WGa0(4Vz|cTBw7EcVk!iX)jqg@D|8wqD
zaX2x%Qy%c8c+E<0qG_(w570ECJ4dPWAU1#&eCxQ<vDl(Qr)76+uGEz(N$|MoT)OoL
z*XR$4%l01a`YV@&CL;@<($=1h|H_@O5(f;78ALFtlfpnE*tc&#0NHw-AVvMo5)2h_
z3xqQ~bpPjWvjl>1%O4CTM9fWd(i_s~@V>e=T;6mdpq&$U*+eYOPlXu06sn*qtSy{U
zPw)3aykhETE@9bO(0Y6E_Cw<%SER#C!2Y%K2Nn}^=9tYV6bJMt4#2pw*0y`R-Qx#Q
z@U_W4HIP5(ID6))`p3iTkDu4z&J!>9-hh@zXMUrQB@muBtqyzso80o%;fqJdAMCf9
zL>t6>+LyYr%05}&@@}_>w=|Pk$DPCAXER-JDyf<FEo9^xI5Yh~lq=rm$Av+-g!)8?
z0%)ki)UAJPx(zbU&O2xZli8%%NNB&~#i=!)Z3e|B%dROhKgAgk<~ig#E(p7w|4nzb
zmt1fa^2nUt?RCr$yqhTFnz)^qHTIwU&>8W{j@SHf0;0qF&~@13^sEGa3H~O5>HGP_
z&exKL&7zsZ?>m)tFGF8VLGIM5?`=Qr=Pnvo7Ih4`KeKPJKGH*>9<Qav9UrTh&VJ%f
zdlGTR-1JP(b3SvUQGT>pX|(3%=vVp4M!D~j*9{dWt))Tx(Cqzbi+4s3GtCk*5}wB0
zy&HF}Gh9PkM6H8R!o<$S1e8LHU;h$M$bC5zFgTBO-K!p*Y(KO?v;co7${aQQ=C<&C
zVGM5J)EDPJ$}`nN!2-7Su$wu&u%gEpcM(dD3zs5P@zA$yaH?eh@(DS(8&qQSC4C-O
zVo*9{Tp-r3tp<x=#3yvZ>j>mkP<fZD?eJ-|%6mw94mraG<NvP4{Zt0hRwq1&gRvg=
z9Q3kv=jMXl3Y6CyL2VLwiwERtd`MQ=!_r6VEkmcloXAO_$lilPAm~sJa&#o{ZoS51
zQQ#-;9i7)0HoAbs`<IiQM6k0P{pOS5B`qZK@85lWRw#NtMnM51CFq_-RJQti&xqbP
z`oMTKHhht7(HpO67-BG%nd5vr?)M#O&*eq7^M|@2H$_4*>|#3EDtwZ69&~Yxb**v0
z7Lk3Q*!uos6@3n_7sjf4OrifcC<?My^%wRnJg6H#Xc2QIUCF<4(vGFl-4#pV-FGsW
zbTSxnG9Wq`v_1FucHf{&&EU|&cJ>ar5iwy(CT(goduAe8b~;JP*gh**$-cO}p!lPp
zU`6-BUId~eUD0h;=t*Kl%fO_o-{y<i&wdN9hn`ksYh?>H{k;%NLy3<7)2rzTv|Y0`
zi2geoSY6yjR*-JFi)_yb9Xxtk68oHI8~tWkQ0rGdm2=-XN$v-;M1QpPl3rx$O@E`Q
zm4(2OFTPAG?(|sidbH&SfsSZb5(x*dNMtr0gJk?=J0`2xr)_C=K3wt(yxYErpC$H#
zG;kcee;O?=2OYdgH6*V}3b}ClZ!lu+qvUwZ1LW&O>-g$tY?LR^+cvCP4Iz4EA)l$3
zU?5qUMx(r`5=6k^Bkn6$Rb8$fiOYy5P-JWZcPr1tkl0C*!;(lm{=s(m12>Q2Uv_%A
z|1KFCGnP5$>KpH?+lq&%v*h#T4iy1Kv#Ut^3iJuPceicdpj|^89Xa%x{^S|?Dr7dN
zbZRLGLREq3Tn&6=@aubUV@uYEdESGR)Kw*p(?O0Ih9wtwooz(9MgF0kHkUKW9rg%c
zd<Y-Uc<PuXaXtjUMvpK&Q(1&gS02IL*Z9m(R<AHQI0~sF2&1(y8BH&emH0k4Tlvtv
zP)5f9$g^|LKSyK+ANPo(-A>otezd}i)rnUY-XWh}jD+SM<~z1f1)t{!n2|zwYg~yB
zN8wNUKUxi;TmLGpIv%IwU%t_bq736=d8IP<+`T5Gh`nb&uH@gCbAaw`y7@Zr!lROF
zdYqGQE?l=vs4>ZS*;2m&wY+EzB4G2%mKu(}TTeV8HS(W`wWIk<n<Ep?_1DilKCgHb
zEZEBJoa-|Jr^!6c<JtS4+=NZ1R=1qVGs}pXO4i$PNe<G4U?l;YSlrtH|B4sS;<cU~
zUwT%1E6bc}KEHhl8JdK_J)?W=75=TE<6_h6zCbV3oi=b?_^d&tv5|SzQ$)~T`l?+=
z&fE<RHxAy~W!{gS;X9q7mZMbGqa`&HedX>as|eEF<Q=UXPj#M$snJvRd9h@R;V~^&
zm&^O*{#=_(kEvn}`b4|yaDki+>llg@hOIRw-MsRo)iH*txd%1el=^4#+Y9GMmQGKs
zoNTO0AGO0`ZeOIYy&rDQ)Nv(yF{Q_I*xqN&o&DzAmIaT5HLvhNB1=EvR???y$&HG4
z3^+JU3ju_xDlJt<YD3&QiO@kI7+x7L&=`1WdBtLn;87nIf;_{X<sm=d{j_(dnOuy8
z6PdQUKosJK^AOoRILM+~hQh19tLGggaPI)a8n(y=Mqxu4F0==y4NqzXOV^E@hwSw4
z>0zO%?7=v2<5&tHg0gccic;glW4aKzcAJlqNka6?ZS4ArG%O-8TS}xB=)(k)xny91
zDKjiqg%Y7AcH#GjJhoQ{ydLx#;&GZ)w(yly>Z)F{Rrm#dq>2JRUPWW%C}Be^oc|<B
zRk;BF>H!FjqHn<s(jE*`k%G>Uw|Im5^3_T|+k)F5SjJz*sek$?_HgRmhaFy+hQDWo
zROxJvmQ)_Fvx*TC@;LADed$R1A(>*!J{TFY2JKDbAcWY83Iz(nb%1c836m60O$$=`
zkdiSadTmPV(}MdKE)7aVWYS4Hf9B(9E0NpQ6*rz4+PfLst4@jyz-}iTG8Kiri3zh~
z{_Hu#3bIeq<c-p3Dec51p7INMpvI;%n5N#AI)~|sv0zKSmx_KVrFBIJM_%{>VU8rT
zW2I(M4GQixUPAp}Aa0OK<h52be&-lILa<py=CDA{po~~#CB{ZbS5D-<ReF5wH@yTA
z=2hW>6V+xaQR`NC7Z0(}_S2rbk3c&dD{X-F8dW{KWE8?$Xu$TX0RA+N##QT|(!}o+
z-ij{hx%Zg8_!<o<K{10uH@#msd|<r@P=`RmU!nMm{BFGe;P;2sVhD(VQK5yHp=xr4
za>wcOc|RJjSo9DVUsx{A`fedFwV{)m=goF2tJielAIc^%lt@XW<LTp)ld;7VJ#90d
z?3mAL`yJqmo{&K#<Bf*|b(1Tl0UIF2ifnK3$?cQDCrRdm7i-PMc4~}5{OiW<`;@&W
z_*&AWK@;F6qI*0I$zcr>T?!ML=E+nU7k&N+*E_G?EL;6iX8%y`t#cvb`mHLODT{)S
zD?$?Mf>-T@#Gi1aep)j5#60=@&E$V?WS+m_$@n4n@EZ)B&>^vuOR$wvcAE>rb;MXH
zluryf-uQ2Hbl+eUn2H$~vkj@^sfD2d5MK@D%X7T#0O2m#x0(EU9p#093o^-ZJO0Zn
zp?|>_qE3yZDK=Bf>|D8_mO&XEjiMZD2)lJXacW>eCf8j*$3B>9v8J-#R23)R*rafx
zqv}Z$Hp|NtjHqLRh*Jh5OjTn<E+&F-@5;(Box>=t>Y}k{-QAXP*WEalYGY|;sFMaw
zJJPQ{G0Hce>Udu@qs6xo`RD!9+UwWm$RV#&k5z2}dthIvmkZ1Ly7Zs`Rf;i%t4ld4
zJC~j{e%b9GN~!QuXy(`=uIkL!E>q0kWeAW}I+z{6JzLYlG{_OpR{z2AwG4R>yVF`{
zpx4I-R!dSIGG?0-)YpYTx)RlH$nFsGt|xgc{+r7@*oUTsW2&y5mQ7SWo9b>c&j=#J
z;s-AwBEQX-Q($ul9e^(`A_X|F%~xS^Xecj5*uE?OL26XoU+*7NK@pw(jw%%X!^~LX
z&n5~<&CLXi+XupYMp-L2NQxsh#s23Uo94eeFKa?PqwbsMnKB`UYuf-e2mAnPLE!x*
ze8emC6=3K2XHs7)Cv<GJR;-=c5~;Q^mE3`<3lWpU5oUn2>y03GBM)R%l*2l(T0nB$
zgE~>1K}#N29l;Ov&Nj0SCKa~<`?eV|n+$Id<354}0-)^^h<VvQG@Sce+Bj-O4&voL
z*+@<qW;^!A#z<23+QfY691QU}<=TUf%-8@NsCw+F5PtI^v28T&06sL0mZQK1F?=O~
z`06;&f^`np=zZ<bxlp~#NN$$HbtK}aUxDNCJ%B8>I>}X~1-cg|`%;ltFn(aeSi79n
zndI~|$_3OXj+8Zq)c!Hz{%>KZvvDyNBS%p6-r(Ek*H+Fak$Wj~Eg`LbQ%s-Q>b1S;
zX#Sl$wSwt*%^FepY<683XqA3vXQRPc?4h=|0XPw)G%e0Cy?{M$_@v4*YznLVF+sGC
zbg-CQGgF#M?FpPW*+FuD?QSJRpI!ax7o={p*ZXjGcK@q6o7a@YZ;;!jFpzfH?N=QC
zNqW1#P~JjQT_61VC1k3n|M(4@?#@PWM}B-yH@9AlQaTqE3D>sL+VpBpfq8aHNdBeJ
z&sxD58NnH2Av4yV^e5qedZ5nXzG8mn(dJIoWw*Z5?lV_kTmF9k#%{P|xuB%DB1%Vq
zMjz%6spGX?K}MdiC1Kp5wLzd)A{H1p9I0%15aTTLeQ1@F5a`tK*vxPuboY>wikue$
zquln9i%~)FLQs^FuS@_=uz*d0i{DZn`R5%Ck_l%9FI<&==&wz(E=D=leMIZZWf)tW
zDiO<9fTQ>r1R{4Ap)Bp_5j?q!3jrMUqRymNo^y%`LXZ>ECGUu}wCR6nI`43*|No8K
z=VYB@MaVG<QMQmc$1YT4myel|WMpI?$2tnxA)ClbMpE|99-*l0y*KA@ob!A2y{_MX
zuJZ>j-sAbYpZEQ^sr9ENe*btZx*I_o$x$i6c#A9W>II?}4hy$qY_JXoH5&V1l+RVI
zb;W5YDiPW;B!d6(XS#K`)C44gQSTpId{_7y1iMWVWG&w+x$eR6I<o+2W4Ig=8SE6P
zkQ%Ro2Md)0>Zf$nPot>U`l#1LsZqTBqTyzu;on5V@uC{xIvNF08p#J5vU)@bqhYE<
zam~HOC`?27^xv#Ef9E1LU%fc+3_5L4@RGf1H<0?d@SZ81Tsd{;NBsBlDBGLXIBJ8J
zoocoIcV8Zb9RF6>Vkr8hNf*hP>g!H-gd8TS1k#-#|Gv;@gmWO_*hOfx99Sa-U1-je
z-tp)8{F6?+`Me9+keAJb7wU+@V@>=oGj4AcHOC*5WM4#k%lrK3J73$kS#CXjNP?1b
z>ebL%ge?mpp$bXZPs^sS5T8sF+|hrf>@x>@dULXwr=Qjl=4!^~Ac4TnhQs<gEF$cK
zQS#Rc-O8XHDx}#NaBo@u!UTt}x*b0EP^Sth3J$);adez_%fBcXZoGhJFYpGkqx>x5
z#n!~6ciDAC`-sZ|=Se2(*M=4icwT+@8}s2WAl!!$+KZ#=42DT=AYy)-1jy#9TP?_p
z3weZ4(lz!O12IE@DFt=hwksW<Lx~Uw%pdZC2o{7B$ce{u5Hgte2R<wuD#PB+wjW*a
z*l&(ayqlPK26<8Q`$Z<Ksnq`bW~X%RN3l01SkOhY*02<Ph9KGzD8mumav?=>Xehzz
zDgsIk{<rg)mrna{x_UJ={F|7k2*Dhb4Qzx4m9xnmgfpV_ieb*O-Z1dr6X(8aG5SeN
zY$sOHx)I`cI_95wRp2r5%XmV2(|?Ug=-}G=t(h0{)Wo?YX+zY+pInHvpL6pP)V3t^
z{$%}cg$xf*PY*9XLTG>b<!#Z|20c~zhDR4h@+U8(^bNe+c#-w_BKoJrsnO#e@kg(l
ziU$dG@@pRyB$0Pb(D57ujSPa8U-JW*1R*EBEyOgV&6IJKi%9CPrLt#I$42PmEQG^%
ztiMLv6l?n~-F9B2wCIxuyJl(u_OZ1l>9tyvLmywiEY9#R&e+ixvoXH&jV)-H#9NlE
z!$}eN&Zryd8P-$Z#-_ydy6Mgm%5c`rbGV4c2n81aK#You?BAXmx?URpqj~g(?}eP0
zjoeLV6GT<1{+2qm#j7~ia2jXov;P>ATtu#>zt}6({d$RP&b8MkU23o}qvo2!BkHCn
z&$~^#HK;0#&&`IZC3o6W<9#q_jwOG3-})2xsd{-}G{<8#+mI4dBB?HRy0tbD{^adS
z*-P=?k9(J-Jn$I-@h@`?O*h4F#Gj>5_x6RdvCZ|0cv;CVA=c+r*PRJ!A$3GOQqJMM
zLo6G5$I;dM3YM+w3C|%+`@s(C0eKhfGuRu>PyCCc2kDW|xfBNjOlJ>|X%NOR={gd{
z6p50!(!vu7tSeK1JrWusU|gX=`$Zz|-YHhE7a6uEOln~-rk)oD8PYh%4(1z7@#;|`
zyg-M)_?t)FrqMKyy`4`Arf$=jAb&w!m#V0}73?i>5QL*YobO;365rB72MWg=gYLlM
z?7R1N>3Wf@;nynB(DEO8#8!?e+9lZCy7HvdZPq{-cLJ5_=p_Wh4fvHHiTNJ(3;Ig0
zMuv6BY{er+5A*eotZwQ);S{QxpL6484O4j2tzKv?^+!IF(%=U3iWRLUITV{zFn>5+
z6@AoO7E`i0u%0nc;_T>ST1xgOj;01ir_tl~)i48CoCem*`eY~J>bxS-CMqgP=_!5v
zIt9y}Kcd5#)p?g+|A-3_)~2M8)F-3j_mziCGf5q%+9*D>(seS-m(06)^Ru8J)x*my
z4~q?w+ts6m?cA@t3y(+8Uhj~T>lP9k7SdWvjCsU+B^4D%Y*jyn1SN<gdmfULf8?~%
z3F~Phs9zJea0at7L8a~9(cb-&g>=d=V7iA4z(kt!tVr{5WVA?Orl3g1lF_2|_y8yk
z9tA=O#8&tP7R`u<p7~E_5%dOWdthZS2jK^uc|`2hv3~(H5!SbDe4Z+cAIcXCuCElf
z%!v#>3ZfN;j#218`7PEnajoxfX*UhYt@_KX_kSaqr}MR3+S5;gSv~UPQ7>|}=(K`P
z`M$;3*V^s7mhGdMu2`CMB&QS6@$1r>USDGF@^`fX@Db0kT+r|@x9oqItK8+S`z^5X
zm%mG0YK;Fniq%h>`Z4^_^UJT?v^VG+DBMqvS^Bl1V?EoM+)LQnzs+wVLhD`f`U^QS
zY2{<`QrX+3vLw4tN%kL;?8}o-{c%P~(Xy#`9#gsY7Tj3*aDC~@jVGN$=?or)6TSw2
zZ6d6DoXsV_f3g=WvlA?H5X?(uk&|NnHOle}L~Ip;E+r#75^yRkN^F;93yg<~@|VX)
zqT+$051^q9FnqREEh?5~pC)Qq@DOF6h+8n@kBZe@1AWXdH5uHX^n7}<RF}n#m69}k
zD%XQ`bF8kBV=EZ6+KTCKzQ?pawQ}Q%_nw_|<7$+D(nnP(DsD^}I^O+6PQ^6i;>{1q
zea{#6c(<mfF9!q(MZm52po}A;@rQUEeVZPAxDEduS(ew(ju%PxMx~a&I?Fc}Zradu
z`B6HTIUYvE>q~4>GN$CqZrnOI&ajr_+w-Fpgquz7EG-A=>Frj0U3Gujlequm1DhR!
zGA#HO2qM%N-BFSGg&vtEjBbC)K6)7>{r8}+vdQwz3CZcj?4Pw<%b^&ei#q{UYB1y4
zZ$lwTX*2grbfMXt6YuA;8?|OpLYh+`w3Aa{Al4IxDCZ#zn)d?L2sH)<H2F)O9ZPGZ
ziHy?+y1Y3Q^PlPssXKCs<Xsk4gy2O$$o+l_prfg{tYhFLlR%!jo}B}CwdLS(p!C$)
z!L{E=_|m^n48A><<{gx<`_%GWNZ1Qt^}DHYSj6Rvi-?Ha)Pl8z)`(b|IJD2-#|K4_
zUPK9xr_pVI?NR|8xJI^}W5emSl7?yHN;Avbmhs5AM2i%73d<#)6$HFv?zQ+g0n+U3
z3(iGAVG|qtkQpBVX4+uJoLB_<=L};nqU;O-ign279XF}_n|VV3_#2@6qE`6epN5g#
zN3UC!soP#PfA%XrDnqu#5_HbKiQ~GEv+SW*ftWxeX7L78ERT>nqk)`IC4-Q{kUo+8
zGMY-&XB=j=A;&U}!>WCLr6CZvp_~-J+oVp%aAthTZG>EZvtlPsIG{q|ugMhI&ic*_
zTjR?4(uD~m+@1`v{ikQnKj#<k?hne5F1OjZQ}4sHlbMI7%YXLiOAj93|NSz%CF^8{
zDm|I8??wm_!p>?#?DTgG4kz+R&~VsVU&zp=$t2GJlN%s${G}k@=R3xT(l-x-ri|aU
z51#F0j86e=H0AJ@l1;gk&52J}Y2FoK^jEfovo~K3&%@qnnca)+yOsTg9$=)8d%7p`
z_x7|BZ4villv8<p(N4S5hNR5mX)c2)e}l|Fqgz}CTcs=?yOGf{(XgM4$Hqrrl0T0v
z8K<PZrcJ1>j$SMN?PL4Zn2VK%kB;_jZ<4Czr3ahenQ;;gS9#1|DZU=NTt@Mgx`_?L
z%SKfNXU}B{5eo+aWXVYqilNO-fB?ej^5&ux?ml!>V8{&x+`QJIM3&i3hTZwrT>3U%
z4?_~A0(JWj64?#-lb+BF>SU&|T{@>w<>U##1BW7k@rXMFVKqh#d50+4$5MuaCV^n@
zoc2V?9zCK8Yd0I@#T>k92nk>vmEiDYh@u)HVzw^#cO8h!6ZGDIdR5>phTnh}K|`YT
z2Gocuq359%o~dX(@Enciy(9vXbbJ!xw~KgHjX21cV0@l<N(BPH#h-WYT_3#K(w06<
zjSjR=MaM_3SiX;5%w^(W#gLJ#-ih^se+~$0Xz;e&j=MIbg3G-gwF^7gO{2&okS}1b
zMxndSuk~A8>!l=AJTz=DGzU(u*X#DQ>4J2Ry7vD>9NdBuhLcBsy_0^JE^C$`nV$G1
zHLLDzY86lVXCAg@nk5*mA+dsQ%=LxmV~aXbmpUbmAa@J@^Ri=_{)<5Bc%yUp+#xl9
z=|ZT4i;6h_ba-**HLWrGQieoWf?bwys=^!1xcoHs!^i_t^MUxPWo*UX=D5T9?ZpB|
z1=M-3((Y%~^B00apXRIQ4svEn<<Ew!&NfnRC7(9EwH(vpwhi=PoGJWt;PG5fZg)5E
zkqf(5_{mh9ZMM2|mccO^|8QgBth}8l>fO<J(qDgq-ntZ-tr)br-7GYcsf$dF{UaZV
zctdQzfR180kCwPWX0;pOK4SLC#z1GN!p4Px=FN;|--cGF--=^;li$z+!ll(Qm(n-u
zna}Pi!Z&;_V#30q)Yf7<ou`5G=J(Bd<L~AS>4{lhABSC@i|r2)t{$1@WnYB3<Oua9
z(qz5+ucmfy?uH4&rNe%%Ko*fyz1eRZOLbAF@1jmibQZIoEsAwqwfTN^p0-25=8r-E
z-Aa`Q$CFV7&vpgR%U7Q;IE*WBq#$SU>|!cOXlMsfMPZ4mvOE|}_8E*vup&kva%JB%
zC%2ZRXa^zFf6YX3PxoNhBV<NhQSCA87<h2D5J?~I_dWP_n*HLa#^b2cBYvVja`Qi`
z<H70UL34khw~Z|A(<7tPBU7y-10#D0`R&wN*ne8`Tt?`*nbw&!`~@w|IJjpzQ8(a>
z|AR^Q(Uv)}6v0vjblfJmv=^Brj?(=8BwMb}Yu&(QE&3!#>eW{fnFF;in@DokA@(z{
z=Ff{Lf;*pm)%fXZz+L^^<Bz^Z1SRP1d&Ij-vv-x7n23Y;ITnx8_^n_Gci6%C0M<6_
zO62|l0)qY+wOK`M(824n;ELZ0O+vAt=xBFO4hKz-YTO{UD7HgvR_3EsLm`Bvcn5(&
zXAdS%Gf@)oq<uE3@XJYvH6ncFM<A0zf)S#AyWIQTlP?!rA<ajUSUvuA$$-^%wl`s}
zwEk}1ZUt)IDtab=UL-re)HsF6)KS1Hf_LuU?#|VjoMf~&l}DLxp`<3})cn~M`So_l
zvXAml0hyb3k8(`KiZn|`Bp;-278H}eRaY<XE}nH@?MoBYaHLJ@@8;$BDv`j}tpC=%
z{^ptcvys@}+Hq({F@kRmzI47r+{32nPAuWJ{*l5yjEH#lK6bnfGS_gH3&85`Dc8|f
z7Kzp6G!@5$$@-=YQRTnSFSr`CwG%Ol0*ldf6QKe2wY4UtwOWm}{>inE6^1@$?3jt!
zSd(~*7~$hRS7R_ufM@nRw`$N$<7HTt(8I|OjGu9kRrGLp|ElWBVXjW)+%uY9BnSUX
zdZv2!Ie$s(`dgcbG3{NLi7Mrn(DN@L0beKz9@Fl<HUE5r{do`m&x`3VA=MwBSn5lC
zqN<8)NqMaO(~kNfd;=urQvxs1DMy>V`t`mW6j9?KwPJ$>-ak9-mpe7PI&XDp0188K
zlKX{I1g#z^R7>m_<~xC8#YbvW1oX0!FR8qK4YxB=xAHQyin$nJS>$9Jy1|gk&?Nyv
z^r`TXRF28iB9|~Cwxj5j%Il;4f0tM+@-7U<>e*wvb+wz%iF0v8NG}qa%)=i^F)wE9
zbBC43=9}U>^c;**{I5LG#hg1eK!v^;JXKp3hVh`c4&ny~Qd}@9N1|sRVnYlMiFt>Z
z)oZ08ReU1xB?*z?frds;sc{a=y92H$C>0aMKXru+6iyObLl8DsnW3`~N_A~@=eWq2
zFHD^}!;4W=PGcGgpP&Ra+GChZkVH>FzaBB?u<rtGH{DydFp&y0^twqX8X8W-Mwogf
z@|DP{gc8)MniQ`V3dzzy)nO>;YRH`*-dCOKnDbwG3TX-u;^=WIa!G|+9%B9O3u)a*
zU1lQRsKk9dc2C!wJpS^(%ANFVsvE$5kV8T7jyvbrI$!EpH7Dp3p{Zh6Hj;q~JTJb&
z1_0qTf7OqXRuq+HF*Md?eAmbWnbJg;(o9vJTz`vV4}02lC9wR;WzCfPw$zeY*;4OP
zWK!8;AMskjHKh*2OVWpD*}T*Oo@A0MYq8MM=3T#4A^*<`7HMfw@hLeZj-Q$@<w;M+
z@N^s#uM~CU54ROc&LBP(wI6N|&ovyyXy8zUMMzRQ@7xt_`MVEYs*+OH+jUODi4f&Y
zK9g%eXH=~t@KN+4l6GP5-|hmf2&`H3h{McWKRMZ_T_RUsn}kYZh*<sq9WP}1n}JH8
z!J9D58hv|=qB1EqF{O&C=bmQI-A9Ar31LrERZvVFG{>;VSC>U6kmjYm_4)>GrR8u!
z`&3s#ZMyc%Q?bTh4}+RN&WFC~h5R>;I382pE=Av(INWoiqZI)ycBmwzjPk0hPjfA?
zF{{oW*og_?2ZGy{lB5^ZSWLg$K7Pu~@9)^HF>>E%&Rb)8=|{!@v()1P-^WY%bh~fQ
zu1@xKnniV{MQPY)M0fJDP}z^DUKVW-fYiD(xwzh+53naVM_3CgdEdH+OwLQcJ2F(z
zdHsE-SYhXlx$7S;8M_%9#FSp^N`A7Soo9Vb*#)eAY&@lJ4SW`K646#-yQIL9n-!%u
zge_fB<+nGqW_dl!gkB1k$<bOJZDpycz{lviGzxJsK>@*n>X@w9JJiRh-al7diA)u4
z{nIa@c+aYBZyX*#Gf~cWf8S<Y3dk_bz~IGT0cUKvK$qA;%*FJ$Ji(x?<f;{JaJ$f@
z{OJwlr5;({Vt`X%XIj}kX*H(wAae`Svn$B!2GJ0jd(_y$u!#1pN0DSxxn_pXUbRS$
zwpu5uw2rpsdRQ~*tgp&`B)%xK7UF@buYdF${m)~$esc08KBOD12Zd7z+OR5xBwa)n
z3!fL25E6g)B5wW+`1yNRL+c<#>7ylsXMob!(LwySW%S9plhbVd<Q#ChoLk%N!=4$$
z&3w9d?(IbZ?GV4H)%1=F7f^Rny*7<dVd{7yXA13(6|6_5Z$>OMXKaxCtRq*^xTW=p
zPsZOt<%}I0n+l4q!}V7#Fx;PT82~yCabdatB*g(#5FI~wTur*)jTJpW7lPS^<})hC
zc|cX4G6_WOsVVNYl94K;(G?USAY;A+BgLFk#vq8^fq2(nZ%KY$Y1h#cX1w=0m+3i!
zD(x2#nk4zyeJp-tW`KbN&OU!8$x8^WzmcA8yHVnrkI?j2VWGyj+}ds1j0dM1Xo(5v
zAg2FLAM9huZo9<iDj9&qyKoFc@RRh;bL#h19&}QUk@WU*nhBxAUjIO&m-VIPFAZJB
z*oWS(96u>AyyUq&Y?aBHiqLVJOGxQUJ2)P6$f;|cp6nbMAIC>WZI~HC=Qe5YU{+0h
z=st<G8{WbVwNAG(0nS`7#M+94>IM4*Zm&BmP*EuPAUTOCvYt0`q1fO#l<E<0VTgr5
zPJvr$XN9=&r^~ZTq2r>^KkU@s8?yYC@17C+zYs>w%8=cb+ZmrmknkvCDg*rGyK%lX
zhE>H&N`jG!q&PKCY~snc&b-8Dr^aVjhBOgsCuglXH#Zb#*4em&+_fy)9n3LmZ>t{&
z^GBYMUv6?Cp_HQ6zDxhEQ2dFUP!9gM&28v|%d7lbDIV0Exx0PNev7LnHGD>+)~trl
zMDn=V)%7Y%Sq-Hz?U_22SM-+l0G})IPt%HPb+*6>>V_nca=u?*8Wz%b`0}mtr=_w#
ze!1mE#MZqDbY{;*I?s9#tegOL5>;i#8TU%YDmWD;2f%QZ8g}y9;rz>#Eigx1__mVC
zmSXwu`VTd=Lr$)(yL7dw8_{2%{l#s}FQyX<|FkOXsI$+=87k`*`)7<2it-NJ`({Up
zm9d)NmAMgUc?F`C-)3mq$eDEe&LI7C+FG;1sJ~a?S+DcTvgh~pCmU@(2ZwjsIgVjU
zTLm|cd}Y~|6Y|C~GJFi)iSa3`elQBx>NVn1-bck}|9w0^#H30cHWnpxw0Kv^N12EB
zB93T5k%0P|dl70*Wvve%Q;!D1%{$bcsho8X@|K~XWCE`m)ZS5;fId^$0581^E2W7V
zN+s+Q<j+uOs0eSQDO02xfs($hML=Sgk26SRu-Yn-Dx?c0MU&1Lc!hy)_95*}L&@D?
z0^LR3){0)DW@P>@B@QAL76O)9W@libFow5Mf>IJffv$W9?-q@QZz3?@DYJ+$z0C%E
z9y@SexbrUPVRECIL-7`=yM=r5f1{9%1?CPB^eznvF3QAdWq<V$iMyLf0itki01j<-
zB}k7=orb+wO*>DuPsUmTpZ5@<f0@OM>w}AgrrcFt(y$61I~|Q9_J_5Wb>wC&#+&;r
zrN2H``>jr15}b41?tFn4!cWE%3AeO=h~u+u>XxxgWlR*m$hZ3t^iYm!tI&v`g?s<I
zA!d3*%;K8Ze<H<?gv&EUT{6U+(uAE613Mi38|!^r+k<P*hqhh&dBW$|!wbLlj};^(
zdD-qqh`9^!2Pp}=DDis#mp8Nf^Ldr$<E-DJ!yT#&&B1ps{*yrYX<zf|#i8{C2&fL(
zbwTaJdnN<-bOj}XhG)D-3}{2lDHNRoUq9mdUHecI;X76kxv*9}>8w{u8tI^^X^J)R
zDL(R>|0V19uHrmgm-w*2+vZ&HIPK5xdLPoyA?ma2S7jHIo;UC8HMeBrKaN~l-5{8A
zjh%ap)yf}UOK##D@?oy@y<d5{UvS>uDzudN>Eq5B%RJ7Xh(0dXIv;+uF!KBZ3B&zO
z<vhLWbdEWe_Eg2DX74sKe}RNYc&t}n9De?G?E!JA+GM(TMnh}+;37TStt)rb8?s6R
z|9UC6zPwG4llGEcGsyN`imm5_ppziS577B5e}-C>NDHyKE`2J;D1_PqWa{~^bCuLM
zWj5Eiee!G2FwiSe(FyxSj?5|gq@cC^4SYHWakwKt3lbq2ZDNYy&-21u<ipDq!%;u=
zLQFD4Ofo`JGL3WwOEeq+Z;*&pC<=CC%m6!kpacPkd>R@w;9NJ509U9M;HZ!QU0m-#
zT$p4fUQ}@)rgk9iBSFdwUjG*(03Aw$(j$Wc(}V4fD=rltQ8j7+M}@BVehx(I3h;Fp
z8d~9TL`kyR5%F?kQv3?NY>s0TyRGH$CSQ7Vq^ECWgypU9HPBZ8-l1<89eQSOK@-&E
zGrV%<p#l=1wX5;u3YWa+LY!QVRoZw0yXk?F(~VSl;#bkoPkiC<oNr?{7wur?4(qfC
zZQlF)gIoZNkCDHxJj_i|%KVk}(kaftm3LN!YN{^ZC4MQeIsdz_-cHQ$&Z~IWd?gm7
zyyE;VC^!ZBvO}9o)tWLjnq;5+xlHax(F2i^fZ$Qi8dMBdpyKXvx~78_L-#iYST2%K
z#wa})+4{<TW%G~Qp95ok`;g@8A#Xi?^Vs?>{@KjHy_lgcM(aTkMTe4ZL1bW><-N(s
z2gh#G@?6ooHMhP>roe#hU_)gqg`L#FP9eMu@`E2XGauyk+N~19e}f}Nh2qkalZ#X_
z?PMe}S1x{%Tkqh}Sh4hn`<d1LeWT-dXT4PhZJn&x<fXu1CNYOtf5F3Y4%-3;&z12s
zOSY@TE00OOj}~KD;?Ow0C4@3`p^?2U0!;0=PT5P(#Di-#zE6Wq&X~W!dZWmm1^mEX
z-Fz2D8DO7MYZ6uK&{(U*rrQ*}58=x<?-xng7a;(X;T^6}!Xs6R-?{%NSuGY`R%pXv
zE6?EyP1zELtl@CoH8uOg+=KV%NTB3N5Zd7GSH%J#$;hy6r_h)Aq26P!Gu<YW^+=gk
z&7vaNqAEW!Q9W-SR+X~uh=kW`?@Xb#U3mS)BYllJBQ|s0yeTICpumEH%3~nAa=y>>
zaPM8R&;3`ozk^nVjRlK!8%t+f3uk+C$K5);4X@lE8>(q5oi;;J;aMsBx5byFh6z#T
zj4T8-Or+(afLJpAt*BkHh=x&W)h*`0FO8ZXN@DcKzlW0rk>Q7vI3|;dT(m>fWv^<e
zaWd!UQs><gtI}nERK(bOAvvAm8mYxr<3*}9cA%MzloLjTz;Y?(83DNh8deV~PoTGX
z3GmrLI=7RE?%Oyi7^dGq_=L5m5p<q{G2Q|7UcQ1pj25wI0rCTp0N1F8Q{i{e26P<#
zitGDecbJN9WukUhA0yDUz;^G#qY(|jWeNVqM@UfnI!2)a&^nr!;v7|7-mqJI{S7U)
z;#RZNvygtC=!eDnBDwrGwTth>g}2~T!geXw5MiK3oEBO~Xa!r`MddWw8D~QxJnq3M
zpz43EGXF?H(qmV{Lsot7jM<QKcJ9Tj-HX{$dxbeHT=h5bjB8@O5sxvPa`U5?T%=fl
zw5wk{L~`Wrk~h64s9kp+W`kGzUL=v(UI%X!>3@+biAAtJC8Hn*n4_N}EyyR%hG}vo
z(&We%8aHUb%@EWRatv=hZ?Duv_lvz!%R18bI=Z8sYl#}W*HRaAGdhU6wlHCkEPf-S
z^j^v6SHgR8s6H3FMFCwGm8t~?4OJTwIU)XFDV?3_KX}u(B0AM~`Ee+JwL){}w>na+
z%!#V+?yHO4OKCS`D*6R*YD}L|?{Rbw2{_@VX<_AVB<e@N*GoYJ=WoK|dXIAUF?jZ?
zx#T`L>PgT>LZv_g%Y6*uH$Br<SNEWgtR9P-pukf}36jn2c8RAq?>hidP<rxioY}qv
z(@kCv;a5+pm{<5FU(rpzic+|%^X+b*ZzQUW?R`0W;q!~>V9WS8KCnjQ#P1$)pswvt
z656M>fWDw+)8aAyEHfGA@5FN=hdO8%%7306{RJ)clep*jCvonrmf8Rez!!H)n;*<$
zIe#EM$D5|iDB0k(e{v}Dn4ujtT~&>z2~)rGL_t(I8K2VUA*b!}GphP0t+WZ9^qkvA
ziD!+%{*Cfn5&dFp?^fufmT7gX@oUxiryjn-2XO)Nx@p*WgxkTuo<ZT)p0U(dPo{hl
z>~Bl@-R5(W(wEMBpLy@+(A70PX0HSJs8^>29j4tcRR6vR_?sZ<%_nBBtSMJIuB(Pu
zOY*xV_2Sm;7lPMqXm-`~CX$$Y5g`!)OMy1cVwle{q5!qqv6x#&v&bUvm9_ck!Nmz0
zJ%;3z29c@TrGFbr{xXH3_*y8H%l1*<P4ax&Xik~moIDxxk$lEcc595HwRKLFiHgcK
z-w9g98`2}Vt0s^>N;T*9j?dhM4u<V}zKnvhwmw@T51V}nIE4J}u^k_VzPk=v-n?$`
zMkJ&wxs?UOm*_TXIA_qxG}_9Ph{?_0Z<!<OOy!5Ob~xX`*{F{>eRh!+borj@CM$^t
z_P6)x(}NPtiD_OiL7T<Jze5AxvQs>e$dk}E0`_WnY@be+adM#fWBgOwf!IeI=)aSP
z8V~wX&YxStyodpxS5gwsX9nrd?X3@A>ex10X5r4)uPnX<2B(j2NH$LoOT%-;S0K$~
zQ1S%{`_rJ?Q*`)%x*ehFb7Urh;Af3n(Gh4i<vCyK<q!ldRC+*0xyCVzxLFv~tZ@Fl
zPkP36fcVs(@!z5b$l|&aW;pTG2jpB6NCIRSn)(o!hn_7XYwbyNRZ4WkIdMfmICAxm
zLN{yPZ^a?yOhzW?xIs;8^Q&}(OBq=ZZlk84dGki@)b=CqGej`>F|boCQp}1VA-8|_
zZEmKYF%ZNZ?DhT`9C4kxJ948+$n15ZU*1OP-k|vR-_0DF|J;+q{ZUP)4=Mt1MISEi
zyIW2PQ8HvR-XvNTtwGx1hPd5OCaG*jxl!EQQ?wEes})#-IQ~h7@tH6<%BkJAwp?n*
z^kPHVU=dE+u(5_I6OYDfr^Y77I+=QDfl5R6<h-O(YE|S**mRl)&;9b1%?!PT(EN?3
zA4Wg?H&|Df70$%*W_XD#h7l?t-)gzB>mWO8qa}pP&QA=@Pizz*hBDmu_EuQZ9cTu1
zKENybl{3T{)6$J$Wu(IJPJ|xu)iE!!()VdgihbZcy|(GD)7jK+aD4W2sd&k!@5dLr
z%aeY^=idNcM`SZOd&LWn4g8c)W+^xKoKWYC^r;x9`zb!zZSuUM^xMLTGyaw7&+U(B
zS|62}^;5l1@XAEw{;h^F{-!07#``3)%S>+})v{p~f9J4&Y5TmY>mFG2#2dfd<eND`
zuM`hGYG|Q5f9rLrq&GO#O$G5=x40sM)ba=S>G*w$*@=RE&HQAajL+3=ylWI44wAQy
zDGD5J+Q{?$u5s|?Dj8pq^w&IZ=om0HVi?D%F<8r-f;dHo&$WYVE}%X&c4EVMfkB0N
z7OPm2@p4?_#8#9?@R!n{V?e^M{i3Q3{f*f~Or=o%0!*+Ap&NsikR}p0C;UAGb_QWH
znTQ638MIf^ONVlQk1rlxB{2ZY99l!!Xf!p8;M{*EBCQiO`oe=n>c`Qmz4%+1BC0n`
z!cTicJA!DNST(J1mDEl2O|dDppM+><v1Ac&#y};U1T`hBEr%`aNS<Dl<mNu}Wsw;Q
zabuiC=-naBQgd<Z@}jijs3^KDW|zUNI(sLF>HR-vpGXKuLolAeP`s;P|DLV~Z{Z5Q
zHN4qsAF2mu#h|<?7O;Wx<T)V&>hw__Ij!xj47$9~MXPZ<7$e6BEqRm+Hv!Bj$()I)
zgg_3WECVo=CnSKqr7{EB0|9jkdHYg=?jI;AHxdPHb8{pG-;{5IN(Jn~My3Nk2D>gG
zn6HuI3U}qGdw~oI=S+=y2e?ULZ`HBMPuoO4GhGRaH2TGr$GIRo@T%_1lQv|>Q7V1o
zrLG_k0?N2e&-;hl{e4G^Uelm;ALTWK6%`Gj2hv8)>pEg45Ub&+G|`AB{c5juuLQM>
zaW6ndom9G<_!?yT9^VjqbmQ88*NRO=ip_+Jvv0U$i8yhIZ*mXraCUF3^{j1mZ$BI0
zEb8MH?Mofh$(Ab+6DoA>5`3;H<Q%~%$Lh}2B)OqFMPpLmGwf3T?4_9F35YLbjhMe2
zw<1|JW--1cqagCVK7=`p$qlK`sn6WXS0NvxdL}0Zj{-Ow;(|%puxvBK0Nd)V{O5Tc
z!9f-|Sxk{1$kHvlzZ2dBE(26x%kRwHYhBA{JS4gd0ys2r-S@GdAIy!MnllM)+OU{P
zT=19*`18yQlxNqNq6yD^Jxa!vcB8+Km!h3Ba1MuU8)HJIqv&OubA1P&H<or<<}qq}
zl-&5CHG~E6_{Yhj$L4xC`jC{te!CJqJXO^STRd0`B9U>2!~vLMyE{%Lkc|-PLFE+W
z#t7!~d591*=+&j|#F6(vXh9@PrDp#9BX8PAp0tmGbAT1yL%18+Plj>(Vu;d}pWBCM
zO@0k^roU>{F@hfMLdxg<#@-jozORMY1>apQs`34#MZhr95a1YXzKgaI`CvoMpz!$a
zan^-n6c8~Z!8zvTU03Xi<uI|8=L8A1mDVpG*{`g-?yPT+5nGMsS4CcUGRfEZDAu`U
zW|-X{)D`*{{dRltb#>9LwTJ1&bk835WxB8&4XSVC)JziWlz51r>`%XiN#IM?X*YI#
zz@#@9{Gei*r2j`Nz|wTRQw53<w&vZX{760A#gx)%OJ`-+%Etyb{)JCXr<~!`q4`U2
zyEE5bZPacp%Y?OD2Y#-ohEVMET&2)zNFs~mR@*xK5{;H={09-<?gy}~(!&n_oR=Y$
zRMV8^y`3Y})O`>W$S)J-&vH~kjsorgpyY&+-(K-)L!2CB#)QFF$u)0l7e_r-cq@R|
z3PZbjdI^R^{i}|88F})GX97aZY?B0hVuIW63k1r#>)RHZt~Cg7gaOUot{|%PHA@2D
zMtug+lA)ti&Wr@I$V$!2puWMSkF~tzu8m$jBX9hP(a1m2A}E^(A~tL_elsj)Kl;y+
z!h_#B${WJxCHaT!V3SQqI)pK0Uo8rXK5y6JT+6>RcV^w-->OG!Y54eL+OVQr)YQbT
z>_7C+H;A*>;xGSTYp)(n$L*WEpQdBpdCKIf+p@MIt%#4dZ!)<&Q?0#f#&=i(m+ZT`
z`2t}P-dyoWu-xEOrkL<p&F=EtYcYT~R|y<Zq2wIT(UdJSidhR0I^-Lb%&nHpJ&?@p
zbD!IYi0td?zM<CPZH`NxsK`v!v%z(`7|y!9w~;gd!m{4X1)MpX)usEBbP3zk+Mj5&
z%V}Pf)9ihsasO02@hj9!PIW>~RUvMJk2@Hyh$(wc?P1Vme&SGe>U#t4Gr&ihl@xQU
z-G{NiYZ(0HpY>_)w&j|8)7U~l{P%E**r;!C@mh0G$|BK%WPOeAY?_x!bG6GU6EQWr
ze9@HU5*0Dm_(Mq)gNsDi%`PlukmLP_azYxpSF{!!-zCV#+<nKHUuTXmW-Z7&SBs8h
z@3hqbPg&97cAYs!YmwU%+Ay&>5SM_H`NRnvlL4GUeE)yJry$z=H4&$>jM)wSYruQL
zEYhG(8)4cS2Uj7Ivxc$T!0ssfXj9zoB<GROvS~whr#)o77$yj}QJ@=F2B#kGZYGF(
zD>72mSG5J$AS3z7kS$mA0J~LRI2Dzn#uU~C(+^OQu?&WWkwL@YQ1vnn8jCyhca-nM
zDF5(bePz_K_wZIQLj59PRzMewB%BvIt`X;D&=+)@!0z4{2eKBM2-PRy0DQL#QyB*b
zQD>>5$1TV!j<*s$|7{`EEFU?e{r-|^U)O%rkMis1<t|*~Qv)&18dy?*JYf1#cRYFP
z{+b7aIYYeFAy-KK*=tP;l<VN<DDr90iN-rjsCbkGz~TugUILke;Dru9YItOsQ5CeU
zfu2QDPbx)3ioH*oy;pjrufMwBl0oO%LU^%&Z%=3rZ`J%+Rdi!omrHf7fD&M*MnTn`
zO$&^}X{^<|gHfzur|eW`n2>H06*5&^%iq`L1u|TnLZaPrqTNH>iz!U2&mNxg(qS&B
z*XinNB#E&UK%k=p>Zd`|#Z9w_uf-4V*NKZ82=*JjJ_vmu-r96EmuNRv)q97UKC-x#
z4FqA;A+nA}VQADp;s|qIj#Iw4nNAWiI&Hq|UiZHj)Ae206DuzD4o`auZX~q`*<c(-
zD$_bclFMOW&m(P*&g?>z!mDBGN_qo{eS=@LqjIlxQ*`?O*rh2hP5LK)`&Dw_I(Bgy
z6wOec!v+d=J}1q!Xs-ER9xkvvfD+o>`aalhWxshDaBCXBXL^<xZ~Q;m|HOY|`v`TQ
zHlV0pr%w%t@v<*}Ghx1tn1cbgw%n(_4sQRrETu*9X<8rkr9S*69pA!&hUle+=;Q!t
zZH(_Vq^<IhOnUmw%=DYdiBk8jDEbOQG=r`T*<T%KxiKJd|9$71s~egu`C2X2m-w~Z
zx?<LQ!dBDNw>%r{e{(234^|)O&=|NRbD+5uqTlQoO-`ubV6TRkX8(HTP%|PuqCX0h
ztEg1Q3)#ke1PMME&yfkEwp}AXM-boBCFnb|=?SE1l4>S<eOIW_(qPfo#k(MbL`%+d
z8}47^c2eecaQ)>$a0^YqtNTY*hQ3lIjj1*C-j}1tQB)L*luRLNZtH2n4A;4DLjH{*
z+}vXSm_xHVtKp7TReFk4T#i(RYCg65xUB$dEb8yogyTB_XYYyU%H)(y`zpvzJ=AQ)
zbw~9=&g9Yv$|Oo<@<8Thm6_mpvd*xFvMk(R;N=#tez>gL)-FWX@4fnkQn~WsuQoL_
zKIr?Cy7YMWUm5Ol(hF0Y{bzUu1S=o)p0)4DLdlQVby4K=a=i89b09yWfBe}WZ9UG8
z@eGt6IV)YmSPp@;(CSW#H8+iJSt@bsbgZ_NW#)QpV57|b_`HO0WOhG8faISCi+$fP
zpM*)f1N*Du0I_VQ!3B_+`>^y;^w--5u8%!tT!%<!$>Hc`DH1{+UARkW%|@n*`gaA4
z&Vnh6VCTOr9t`{#fTT{ae92Dq_CjL7r5ncvl9uI!t*&0nPd7+QB5z?o3qc9V@?m!5
zK6X6t9E8WLT^3>00?p~vBnjMBe~Wm009ZcglY`dYA?#x$mosq=l`k9Q^V{I;^M~c9
zu3O*Fk5IhImz={C*oE8UmLF*4;B)bbbA_>3t1Arjg~jL}mM337y*-3A%EJ6hd5(>g
zHb42vn;y;Sjkm}DK2!5@J^5v^Q}U=(G(&jM`JVJeP3(6FE_}}?fi7jD+~M!#|9~gl
zi|o+twCrF~x_sq+w(?3ewBxB(svSn2l7LyJLYpfpERbeN+?g4dGoYl|kaJ2n^fNgQ
z!`O61iLu>2REBvh&DtbVt|i;en24EX>$w7@P!Yd`Xn}dVPL8U;DaKXeM&aFsA(Yb8
zt0q)ue`w0sXJTgxiS|S+@rcO(DeHcf&v}`@?Mzg0;%1!kQ1x*DA(JpalhQ;nRF5f_
zi2t>TaPE52Qp$1q7`fvW<U#!94&&ZJbjJ$w;81yXtsC#742E{7%pdr~r#w1QIIXVx
zBC2lujC=7e_R}S$1E<FXN(?tjk$e4Lv_f*{TNi4DQh^jA2zT5MKjtyiH0?zk*8a6|
zm5PyTOmxv1-4?E%z98=Nz~q=W_cXqE@2Pj+==|~b8l~7jSRU9LBo7zK>cxEM+N%=>
zq3xju4RXli?Y8cz@VRt4N)z_e^6Q7rgI*u+*M_1~IiGS|D%%3D$*U8{)E`F|F2vso
zbPIcgA%tpgeqzOSf3-p1ED7E{YHJ0|h@Z%oUAhvA`3_=hqK+{tqaVDYZgaobq|W7p
z&RMndlr>)&3}#f(&f%r74rdwu5`%6r$CUWV3nO+VJ2bL}kZxhSY1CJ5vC_-~&?+M*
zhJ2G8dkiZgV0uDPB(U=W6fHu_G7FBJ@#()>;901^w+ZBKB`B@`9*K8n&K=RBKZm^{
zD)*2#6~Abfu?v315rh%6ETR=qd!66bo7dh)j$Gw0IgAIZnK#$b!=HIc@X>hAKbdb<
zEUicqK1pa`o*UJOM438Vd<A8VgBjym!`>kr33|}|*63hA{lQ1>t&i^RIX%T|-(7lm
zcPrp7DDv%lqW|4d<(E~^OIH_H2XD*AKT!tDdNICv9WsfTU*g_XIq5c)>C|zjxtZBb
zBz3ynvAv0_1F)s458h`9_A3qEJ7vqipAL8t;vbqORJT!9+<$!@`fTjE4UT#Zk>{EP
zbmZe>WE#4~Y60A`NfcW%j6~I-LJ#?M`rvxtwM2Iu%rXtxEygC`q-STPXVYyN|56I=
z!8&{am~jE`+%HX_3=FggXlZ5I4Yr6xr^T$8b|B}S8unn~#KiNJMTVgUW1(Z%EcdD=
z)NcU@8reGtoSpYH77wwnyDTs;DB3wqcLo{q@i!!Aa#*q7KyVLYL(vsTE}NIeb}t2o
zx1)b-fBsAK3=S>L4lRw%FYV|t+FTUze6i>Kf`-&0NC-{L$0p{dCsN)6NO)5w=;LG5
zk*YlR8sd%yS;lPmOtc>#$*tpL>g1LGS8Yc=4k*=B45}Jpvrw_2TdtQVWY(<Z+4kqo
z8TMB+BKR($4-fJAK92EZ{nU=s!-1StuvU}TT#pCf;RdOI$|4xqyc5$VB8R#yt0cHW
zYv*<Q*$N}j?mrrQnDN`_f9&e}RepbJP>mF7yq(U*_BZbR<vyJ{^JK4D$(_4eYYv%q
z$mincg$26~<ICbv%+1|DN%9PM?2ye8a`;Rs=I!lh_+QvuQ@#y((ANSKaV{bx(5P#g
z!D<KR-hy=IBeekD7!rUn`?=U&oZ-suD_5rt6|wjj@ex{z;2@3PMCc{ck1>CUSpCDz
zJ$zAcCsNP5G}JHO==|NR%JbbgF&}mI+vTvd=nI*z7}BHY9!JwzN~$}P1x1>;atVCm
z;P;+yduiKte8}hjXxzeZ*5bX5xcL|M^=9_@dhA~NIByuDoLajaa^VwX&$Z~QT*zdt
zs#$IOL~Xl#ZJWFt21TVNK=n+k=Wl|v93{uIAd9{xi-U(lPvg(Nwmgq~Ssd$88ReB5
z<KEP>Vcxi+unS`Y#}Z_A^9*t^6b;|gaVCV`Dl%p<{9rQPNiD~r#>LW>&LZ$Q0hDg#
zo~z0HE7H-=g^9j-xD;_sisC$h&{+xQRS7pzs7c(1lpmS7hgR1<5<<O5?XL*HvETzv
zjS(Dj0KPTndk&nhT4xX@45H0<7SRE!c>^er!`M42>iJd_tym%$L2(p6kWdXte*Fxp
z!vAu9L+Jc>lXJf4BKYU25bhzYSD6T*vBDP?!8dAS4MXI-32uQgmk=<AFyE5k5V)^?
zQJ%c6K681QUTH~9?vW%@Ol3FnGv|eWykbz{dko_R&C(oUsWw=*h<lZB@zE2KslM^l
z(&EvHlZNnrz3_VEOjuD~U=tgFM&m;kJNY?W<C`8aj<rTFfp;OffCNgmB_52un5`OZ
zkR{ZBJ91I~M@w<UBx)BIZFg(QeitThM#q+Ru#_fUa4E5K%{IKa9p4lB?bZ3@-YlX{
zY92}&PJ&a1N|YS7F1^cnSd(|<p#`^?C@q~ZErT#U2G{=eHAS+e3fv`355Ginwh~4K
zkaJIH@adF+(h?Yno&v#dVNh1}*+}U{{zP5JeRl9*Zh>7Q60R#OAq<r}`GV}Mt6oE?
zIWf7K#jhUz)TI9T432U9fdxy8ZQaQ2yFU)|`2-{ZvS}B_GJ({!yBgOMogJ1M!-Ara
zqGz$X@`JB(;b|o=mEh<?q4n*sNhp<#vM4!?Ca6N^ecmV$SS@c03UIZ}j$Jgi$4eSE
zWU1vgUb_J7|5Fj)`hv}^w-5PGev3};lm|_ikU+#ZKmJRs<{!`&fBCup?Z5kO6>F4j
zNYBS0`9-m?HTb(evm5!>>0{lrA>$Iv#Obw|$?~U^<uX<~F}76p1Kp@^h2a^8o!p}j
z%bzN+UyED{kXN=9lMAGo!;bZACKYck7GJ;fL#7)d->;j|8=0*u7yY3lTF^;rJ|7$7
z)P{`a<o_O{Z?N|+jcSV?JaY>d^6YK$?HBS^7~WBbx{TylN_AZCT4%TQoJA~y?f8RI
zfe!-wg=+2AJRLGJSA<nTQU@sX0*70>7i%l1@9DZ44w4PP<ZH4vIUg9;KuUjP>Id~y
z6A~bqw7m*R^#aFw5e9xemsOqH_t;PZw=Wr4^gD?gGlc%vw>T#G&Cn`cS1C#@e5yro
zwA(u0ZStNuoN3cfkbcC90@EVPG|WWq1)u(C9+X~Nktx2-s$H+4JZ00&^9ub*CTB=%
zdZ(0Q*NE}-+F9TeCH@&P%zKkfY2G8mo(bR*OW<tzbQ|-2mOVR6IjS_ViK&mkl|ogo
z{P!S4Gm<rFEa^|-VQqE)$&2b8_QfE*q?3xWU3Xb{<m(6TO3)L=CuR-{?2QAKjGqIQ
ze&7duhCUUZHm8U4M=}{wRo>c5AAjWvj&#Q`WcbC%Zz^#xJ#t__k|4}Sr8S8=K!R>*
z83RnXiZH0D8zxoUBu<@nxB^xFrSB;W*qOd4k%U@cicus?6&bFz7fEJfdgYw*vl@8!
zCn2qlcTE7(@n3;_dsZisa1z621v}eo-=A>-WRZ44d-hF7lEmJJ<X1Z>-<vHtNwuAl
zT%_Hp=zIUDX`ualbngvV4FxLy-OpDM{?|Uw;ZHsQa0gkSLRa5%O6&Xx0h4KoqjU7f
zJt?{{L74#iiL=fjx}&G^gEkSTPRg65z7r<r70sNx?P@Ksb|aXk(+pQx<EV*8O}@=H
zLG<V0u_We{PmHpsXA%28KcZ5;ei-t*mEE*D`=WKNpE|{3<-eh9MGxX;8eMrLD#N|%
z7&dtS&0s1@UZK&OM3z5Xv=7mPe?NoNk><#PfQ{P9oMN0p<$7|{-@4lk{EBmQl_vgQ
zK)AD}mSq@9-dxrqwSu7F0~5e6YYq$hY%sl20piDcM^&WPIj-qBfUl9nE|uaLD;$qh
zeRE;$JmxNnFYG{qxl<?eAW}Bp;f9Gd3H6}9LIfRID8dUK&!xoar|143Y<W)}d~evH
z9Z}0UAn$`PxVP4qzx$&{bhCJQ@No0SgZ3LP^UvLXUrxhs#WnbkT;1U+;VJxy9CY%1
zG)&a@{k0I$q?IWU8zHF7o&6Ol>x;HuClbc|qY_Up3Qe1F)>q5Cuzk9^KHrkuIX!@P
z0SN$>8;Jr8?V&Y+fkyvr6$~)ojgr$kJD)0iyC7(ws~W<I#|npw^gqZ=up+g9c47WS
z1V=X#=L@hf@6o%5noBVFZO}Rsp=lM#$37{XVydMvuXzj(-cXt25P);e0$y`T3bpwz
z5F7zL>{!b?JwyoOn7Zjuv;18WB?hsmD;$8z1T9}ykL)c>t05cDPy1IxQc<`2kSN>G
z6G;OJvOBya)IhU5An<SALv=&0va0Ak2bTz-_L=U2kj*s4XP<hC1dqNz1)81mg3%}{
zer`O#QbGyv9%?*F9p1U{3`pj92?D?7^~gkiQrxW2T?!KK!M%bA%O~@5?06;-89ZR*
zwcv7Z(Ud705reUopFebX7ItFLtFo8QatIiZsK}I|IEQ^RK8I1SNkmde{g+A}DiPU_
z5};ZJwHT~+sAWCf|2b3(?I@6}xlT<r^9?ogc{K??#((twqyGOm{g$x2Hh;XAS3Vb#
z)zmOup3(GW6SLf(>vwRc;8K@Mf0{u`Lc%Yb#4mX)wQcj_q6{hLHgcV(_p-bbi>F@v
za<&}a%oqpRC0TPKS@Q3SAcqm-@^|&+BXNo!D$(*RUK`g(NbtaevgMy<hq1pwYG@e(
z++3m&aSme4jqB2;DJF4rUvJXY>?$Hi6zJsUxEUOl1u4`tHWjq#F{!hKA6H%>j_$-9
z)0`0-hX?rH&X65un_^uu2tyy##9b5;nv}(fTnkX2U8zk>)20VOMDhQJ*}(B3CQ{Bb
zRiz6*-p|c;S$DVEZ-yVGklN1>xTUjmwKtbVN8i|ev3=KqoRF?S?`nI3ZPpnf^jw4C
z5GijSNky7<6YD3MM=I^ZR6zOd@1ecVpGKdqfy%oJ;J&12n`>a{D4}TUnaddEqn$S+
z&e=^T_+27Zkj@?{o5K*9ZP}6Ev%|la*6#jyoQ;2C`GYuzi(<)M`oP#j#L5xL8*S|m
zTt2X9@LGHWY2wfVJjM~@rtC-T1QfDEv6EIJMA6@b7w*jnmj?}iP5I{BoB!>>x!HN)
z@Hma#K|cC!vg_`rNmFKu^#{ivI2_E?vr;IiGg46`?t6{~uY>X=yy|bRY%Pa;$g~SX
z<9v1Iei<!`)3G#lSK+V^yn-I&b->#2Cm{;pX4Yx_T5L599)uo7pmMr;VQA`j34{K6
zed&`9zK?kqMz~f9fH4%_*x>Q&RzELXGJ+x{M6YCMBP<HCbF>AEjc_tR|F1fBvvYW2
z^&qL_0n6<ihD$%f={M9gk8)Wgb4M$!tKH`gB6hFZb~ptr+K2dwsx)3ke6x+7kPX}E
zjIbETnvc``7h}9#yyVYB?r$CB&!_A!vStAvQzi?7Tf$gppv=>Hd#*GGF5zz5VU;@(
z9@`NfJ7FHKSa;V5w;Wa*xi~M4*1Bj>UhwSi(jw-jcvL2O<tDo~jU1R~u6%Qf^_WFy
z{~cln4j;@ay4yM)+&4GRVRIPSZe-E=VQa^3RACrY7`Uo|WdVbjjoU;Q#h93Mgt2Qu
z1W52j*9`>61ky(joM^dL*DkO2fZlFe7?cyEVuXUmZlZVL-92;c#s}hh`1S)Fq|mhM
z_FrUCBoQLEhT!)BeRsP6z>-Iu;K-L8NK`4pFmV)7sOGRhk5u{owd7Xp!+ua9o>I(0
zL|!Q~i_Bj^K*7g>sDJ4|oY?}TIE_1KE`^Kg;IfsOB^Z5z5!wPtZ2BdffK1zplmWlt
zcouvL5G_~z9v(^@=OJW~9Sra0BitgS=QaD?^OwI$N^`!z>{7mk8BFeZ2CI>Q(iy~T
z#;C%cwC^hq>brCr016hY49-oJX7?hvF_=Dtaqkb~KE7cJ%xhj=*4M!d!javm{oFAs
zGZEPv^X&yypfj^C*{siKQpadAD%tENl?|^Du-O<~*KKvw8M!H>InE{EWTOVg0C;4T
z@YRQKCbyODsP-qqx#V&D!Eio320l?}@=AD*hpOFVBnoFu!8f3Xg8NH|7R2?Vo?cYH
z)??T*M$a^+oJvV$CPm)g4E#=*1l2`EfKEH14>ZuKTCiQvH`Eew8hc&msLuQDkPq+;
z=LPDS^ZgTR90wz7(A^TuZ16;TI)4ti&Q{Opk<Sw&W2y0m=g|JXJ0mfLt6dL|Sk@{f
zglxK;QwL-QN2vIbb~O^u8@oT7*-VS{{VwjFF70hJPDJOI?;5L(Y;`5n4-~w7%uB|n
zy;GAivr`f@{P@H%hsoaJ_9d6VTNJq5qxRfoh!3vQU&(7HZxH*gwr8w~;T#4yf=;fr
zCNs{(Vf)z3y7`YKAxBkzljpCu!03Dn@fnBsO_>Z&Z57mIs*EHMXH(8hyqT7HD=k?n
zE%|m@n#_gG)(rXQf_v@iPMf9)L043yZ2<W7$jyB5j`^ag`C=F!?K^~hE0RN2I>OO0
zDD{oeP)Cu2ZT_-NKD&)<lzUx)ywV)vqUSq>dxzJ-Yd)10mQ5Sp3b!^;u}+*oM&lri
zckHHAXS}n%rVY4S?V^-XbCeaJ)8@9B5l_E1%syN(e>1^h@@niuRum&ofy>*ZuisM4
zRj)NI8V8Ip03P?C9*s;}dudyu{#s|5O@&ix#-oe1Z#qkD-K{C*sc54Nv?Bid{^dPS
zKP9AqoYAc8kzn=DDE&UGpOUFoe4MGn(AMWR2k#UJ7qcn`9*+&CctYQ2Qe=zex~6o0
zdb~L!z_^;+U8fQ0-QpN~-&Ma>@3;6K*KuNOUua>7D##bSZOb<vf5#BBT_t9(D7dX%
zX8ql2;{V7x^Ju95w~gCp!q*^$k{OhQkYo!pwv>G<C3~_ZOOoB#N0NQtNtWzM$<Eki
zOSbI$&e#WI=6Uz~_c^C?I;V5^gHQ9h@9Vy<*L6?fR*<tW7t!<0?~;Q*waIyImA%J%
zU#B4yIuRF?j8ATAJVx4=oELv0?q}o)pFMBn+{RlKpC!in%=FR|t$gu6fa%2K3hAB4
zCac;D<a3S_J74HGEbEXDGGqOGSHC~<rk7mida!U~+8W8u0cY(_OEXU4zib+gt`*<i
zIP99S*E}cg{eu5kX=oIU#9@WHGu=7~H?Qc(FC*RfC@Suqt!#~x6gJH>4nTwK*o|}S
zOzG|O^V7W<N5P9!0ZHEei<FC}d#2zYN27`6duLT$I|er!Kx&Q-$QZ}^BrGsn#i7|Y
z@D{mS9g0C{8$8t+Cem|o5jc?<spf4>r-q0%ku>Ys>*Ta>K-5vi>e=|R6{7(^4hK80
zg3rrrmU&2OpU-I@Vz9$O=xT|lE=Bov`6c$*{BC^0C0sh0SDEZ_`xln>auX-rt^4j8
z_18#c{#^7V{!XT2?Ki1&I-39K!m1S*BIz^Ib?M*qNGYTic=84Z=OBRm>c8@jh+S9&
zs1mf$3a<z7pXOx@<!#1<L3;5rXhtLTJbu)oZ0!#iXFsCdw~m{7lKe@J5<e3HZ~HbK
zQgl2D8LDyX@(Tcz<voe5NV%2wiC#8VsM0=;y1kpo<+dk}BaH9nlui48JSY0|gX<{Z
zY8km+_m#Zp0$=e#FiHX@qbZd$adjg9p2*4kNL$i#&X9@XpoxG#wZ6-40dIB+Kg>jy
z1a+}S{_54*n?Ulfofg!rI1e>prg&f&UOBeRI*EI(j_=l|TMp_!uel}i&X{mE*2{Rl
zuyuE|HS?-)d(q(KQRCxK=V6iSYg3+=|KsbY`rHbxvah0*1(LV#OK@EyDCQW#FEX=#
zre`=dpi!fw2yS@e_=rqp5hQ`{ocPjj!r3U$Ax*I5f5+~0%)fVq5V@~p;lEy$7fW#O
za&(j@U^+8Hk6`8gP^x!K4V?W)F#QS2!4nkx%}e^Ecg~AVbgzz_I>ptyQB?EE|JsT<
z#wp}yAs`f%XFO&(^8=+zVN3g+>=u-Yi>hFqJQ#N2EA238_FCryJQt%@Lle=z$U;7g
zB7l{mnF=H}<>uhr)f6~zutQz7D@AmtMw-lipaKpJ0VcNG9Cy<@^o<W0aF67dVD9)}
z)r@O7zy71+52Y81puIf|4un3}XCeATvrs#c2LLltL&ydm5I}Z1!<hd?F6!(H)Be8c
zoJXr3WlP0X9?S<SL>4I{F5s|6*|rUgA*Oz4k=vJZg)f1>v63x^^JyRFCtdZ4+5z2g
z)uKezSFBlt>|9q6#iFf+?45bOIh$Yt548l$AoYQohThM${k2<ayIrsTww81Tm6$Cg
z2yTBBv(h75f~EABq}=|oy0t%e-&)K->s9GbfDkhq4zX!eX-v%0S^2iSH8kkfhstrt
zq$V-CUc3QzJaQ5$ya{1tPS`(%tQ#CRn0Dfd4i_6SulwI`f0j6hK{DhS%Gf;LpC!Aa
zI2)ehw-+-^H=pgH$3NRRI)$RkTVSj9N%uK-^<0#DH6>Mabl2%sh-ch4?U-f`UOuUb
z^n-jecTfJ9cnlL+nMe4$`(TA<+d19RGhI!uxjjqG92A(0@68|$H?|@v=Erea-iQc~
z1-O#yQH!CMc~yPZZ-x^9o!qgwZ{mMVqCX<`MMobuAy5{0a=*y(jQj7wjtWRzm-`zB
zo}FNzn0+wi$_|oHXP6;?5udrx+n99<bS@`18q%!$Ap254<$?zb#zhH~AW%`Pq<x}{
zu5>2`Z#0|u{J}b<2_Wd$Bksd=+RR+5NuM_2Ov<Gxb%>}-_ck}YQ7X)Ma1eHy!rhbE
z`z8JY%JB1cKcR`KjkD7jj9aZN;gp!th<7)C?Ve?8eWvjkIPT|?@W->)ciwl$*LNpo
zp#4L@tCVfzlUNfHg)O5C6Ig5uF=b4=0UI3q;L{5u#h!y_XfB-hnKsPbeesh@*3z!o
z;ZEo_+9~*iHNxqZx0Ut0p6?Ul+_&^=oe&O)!6w|OfCv#IwoeZ;VT3rFd%Ge^j~J}C
zuKkO^O5JxBPTPOs6|73#uKiM8-7>XHM9=Q;YeDxPC9AduCy_PXjrPJP&+Z<<EJ=#j
z2T8cXk(~-df^X9Ceg30#RJ(@MLI?+e@+^dzKxwV@;0)r3gT2xv#snd6&S{0!s|3}_
zkwXZIu~CPlv07M}_|V<gvo{r8BsA*%l~@%J+0*jZ2Jb@|bH)#*y~@PDJ2$hv*mO>w
zzg0V~k(b|Vbvz-Q{H@orv2nRJb0t2giS30|%p+cxKG*4e)rVz4d=#=sV>d;ys>>;G
zi`A-%Uw_>r?%%1Allrd178zoiwFfbe<Sx;=aRp>aee{LdhtzoKW7g=`?DO6>^F0^s
zGSJv7vTAevV1do4vrU*0@7iYjoXWnI>N%Jv?y8smweaC|+zkiSd5JdX)SR*2Z%MU<
zbtU@KvWxJX?GKXoEk;U%PPE(IuUpH-RC0Ddtrfk@80rOn$t+j&QN=fPo?PS`Ac^#T
z1ZxHRhze{g$HbloAnh*@=M?_KV>;=UqN_>%EQabAgma?9lK;f;@$SJc)U7YN8}MhK
z=k{Tq&U$%CAXFPh2&8Re&`~tp>_m!9h<)UJd3z3?3xJ1U|9;+<(*>Y$AGuqI@@$Wo
zVr&$cje+l_ryr?wf!kXTST>v(($USwc!(o4RdQnZ9y19Q=KqY%cV8H{NM}bs3&}*|
z^id-2x9CBS^v7lpw`f9&`~-KVrCVqOA&{T{$)%4u5fRPfMSgx=tbD*rN3FyX-UJ#z
z9;4XmFEK9TpY}AgK3(vcd-gt=6*G&G1iN-_E9+-o@Db>%?D<uXpNyc*!&>t=hvxO^
zjYYVn9BJUCj@$El_3vJz6C9edG0R}gZ`$K>p%1$TB#Yp@TOu%J#(nzSu~hE6C@9>Y
z4K!(S*aU%qlX_*_@=sm5Id~S9yeSZdY+~T_pIbveRmOv<+jN!##Uwdi^mtsLZ}YQi
z2X`*_t88w%ttKfGii%AkKf&rf>mrx@bTFXkqx{gFJ)7MlZj8ic+A`j*t9Nq`J(Unf
z>wm6%E;o$Uy@Bbt`BPOj$n?hC{TpCPFNpda*Q2YN8(^V?VBXhTAeUKGVDt@@-{ZPh
zDsr!s??2A1>YP7g+~)Q=v}M{&x0!KJf_B2?=UibfVGBjk=!b6}#oBR+Hau@Hi`~D<
z62SXdwNkvKH)`58?(k{cx%fRi#vJ1y_8is%G!)CM49MgW*@8&j9(e_Z$tKLtoc+lm
zW0)PAmExF~90j>DBMNbuw)aC@!V>d@-LsMSuuWI%?T_n()Y6uT?fKr*-zDu|UoXP>
z-OdTv)NA*&Y9{+VH)ggSJ>77kzv|q9?zhd@@{ja(;lIYQ9r(LDzGGYV)ic}EcFt1{
zZ(0^V99{{6Cz#bKJ0BUDkJvX{yU{O~n0YUA=P6&OiC~a)Xxd4OJ)dT}P`TFf1n*w)
zMURB{M*Efwtzz*nQr@!N++<&Pa-Q_;ZcHIZmv%VYA`i`YfxNf_ib$RUU+zuu_~a?1
z_g@vbE{OPQ3n55Z&)SLR<5|x~UL}4@p{}wsDNKs*vCh?<Bq7o@V>R<1@>0(a=Kg7}
zUNmt~fZWdu<{VZsmtUbwf&|DSP8c7N6SObNm(t!O_j1ZH+hXLru$j%A&n?KI%Xwv)
zE-eTq#lv01{b>05oBxt^)v|{N+5UT*Ao0udO5j7vYkm1%im$S~em?}&R9QM3w?tF|
zjkNMmD0wk$n~(Z@!Dc2o6+%Pfz4V%NJYVA3r`qSgSGaF&jxlH&L2fqO<!6v96Myhl
zAbqGWeBEN-^V0&2#YGinss+NILY6x$@`Aa60oujgkIA@7zld$v_1-HvO40N(&aX{Q
zcJ8pKu~wm-mp3{3lv9_#r0i%AU;q61uCL-SCeaA#;7s!J!m3Oq%5A+mu_#zz{WN8&
zd31g=BX~FS!@rUIjG2I)UuE6LX7)1picXOREq7F6Ws&KtAzK}K^_l9&Cm?8>_yDA5
z|4kEkEgWn^kL2@uSpw)CE^}ai-WDYFr^l20w_Zc#5to^~{PrM!NC4m5MjB5d?f0IP
zWp6cK1q@5pCYUdAj`Z3C8U#ZkNaa=ZTtH%W#76I;{^N_QzJm!dE!N^8IK5;(!(0HV
z-Kjl*;$LVyJjIY6><foPqm!-@-Z;$mNQqG_B;KtDhVK)LoQ=xe2(1SbzS7|sQ+lJ*
z(S~+(^S^iJKl2p!%qJ@3`0Og^k4~c#f!WMb_nlGsvIQ+ejEJ*suztwZnQQj$ZUw}t
zxl^|X>(iXh$g72DvDt>vt(w90G`CCiEaO*t4gU%2h$ScHN0tsYk{b$ahu&;U7F0Ll
zlxRQF!#>j2vpH{jkF8a*D)cd4V#Gm2<B(JkE+Y5=WS#E|YXUu0sgCEi%tavzMFtR1
zifw=~T@(`Wo<fp9H;3<SMq=WHQ=P1vpaERicWjj4G=Ricq1>mJBZ)ljQ|?kVJDKT?
zQ+<z!UebLr2Ss9?T`Ssk>z&h(p}SSMrmonTZD+X+Md5{$c0bZ(5^oi(;T9VblvtiF
z;Tig6ej(jWeKCpSrbo0g6fizHYJV+G=aU8R&f3s-zm(zg7Vff43AQE@(^Y}7C4=5q
ziR2m$ICGjD68RUdSsfqmC&!D$ob$Ud>%)Ghj26tm@AokUpBiCHFjn(D<#wO26Y`#h
ztEp#vpYavN^T~aO->Y^#9QMy{fIi+2MaS57;>v5qor8$_dosJ07VC4r4nCbEtEk<L
zd}0MJ(cCH3oHD&OW5`}#FZ1?AA*tKDe^0$*Q>h34aA?-d*sZLnr2gxg?)xI~#>q84
z!3xWjE5Dw6?u!yKxX||XdbVUlX14~Tlf`=`whMpw7U53i=-Jlju?p}yY~Fyo&sCGS
z!uyo7>jh=_-h~2DvceDGfl-^y7o}TZ(QL@HCZu-ObTfpL;Fi?&k9Qf{$#^ANF^%$N
z8B2@Xowt|#E|vjDp+CyO+*IUa6RKr`<dmf`-xg~^nw8R|O^*#&0?5@P7OM1g+RbJj
zIHND_6k^5S0^{RmQ33=jg%&?Q^ei~E;2|(yGi3pp_qr8>=woRd?2gh2<!BrkR@h>T
z;En-Z9J)fBzB+M2K+kxiPmD4tNvNrd6}}?cw9Z2qupjwm=n8DU5}dw+iLb77-i3iO
z+k|ND37b3HXxs_r_hy%FhvoYhU&OpppkfMSL3};Qw^fq&m;KOB`IU)tsxRkiDi>2K
z5582+t3JLbgf1|Ble33e>yFqB+n)Q{&=BKan$tW&L4gb(LCsklsr!xu^nSM}H+h`m
zn49X5YdQT;#As!`^wS<>`0(NINA2O>{Vx;wk5lvY-4ykYaUz~iUH6K2u-(hg;xN|3
zwJZ9tzCzF&6$x$i*@VAiI6`j5!pcwgjRnoNp7$RHa$tx#?Tul(D;vA8va{527mqE_
zoZ*_mXi8#t+Sz!sIy!iEuzs$avH5;4bIq{h5H?+U)1CjAXo#EG{iDc5vHP{LA?v!G
zurNn!AUyQ>NeI>aW4c`c*Y&G~d<tfunz4pm;%RNE_<`}2K4WlgEt@freFA=yvrlk7
zzPm*C?O#l83uotCIkaodx2{=2+Fo#Z-*?|^124pLwP~C0=c(|}^Bp&mB1&I_41<F$
zIf|(HfabD<tEgUvTr2ABeONMiCvtTLs!Ze(VL64f__Ic=z%>KWX2EGWn4kd#1-|Cy
z>wwSe-$ZOyLr@$;sZd~bmwB#^&|HNRhMT*fRPxtMCIMe)romAvX{>pp?o7yOOiE?y
zN8%d_I03v$BYLj(QPn%!L=^JOT40z$KW%S4GHJ$^W&41V%Ca1HlhGEcmQipTAyCTy
z`>sco80;=3W9W`K3Ht$0{tAwlJNCZmWqSFD87c#%@nNCmfMUs>a#ICNZ~y2=Ql$Yt
z6OOVVWQbfoe;~?c{{BrWV+owPQ`QR9={b(8x@o*=mae&(DPK#cFa14lFrB3O4P;*)
zqe1eYso;d*zb&<|<0J1E$!)s&qw(LcCzZ=zg~1*11ajUn9u_IcorK;kOTn+uZV$a3
z!RiC+B;G$9P*U)aWn=PvhD;BEXzFv==)%~jh2*O{X`k8pI3n-1y^K_<Jk4Rdrt=om
z!F@9ff@_}y-sk!f(I2>n$@>#@`A(xT|Eg~85jP=9E;lxO_45mwHKh=Hem(IQas8=_
zAFNKkKC7_ODSjR=Vc(r9zI3~2K0>*{Hpam!Z{}X;_BuEfiN||y!so@?DpGTjYHjOE
z#G+tzuOAxzi3qKv3sP+N6ttFmQqCzb7A3K?X?$zLSK39bwfc6hBh+T&k$xFEl;Z^k
zW=<M-R6nNL;Pn1&1J_=FS3lB7keYy^707$QGSt;3X!uC1NJjjNC|3v$R+YmdF$WjR
z;jPE(T1oSxL8s#1O@639+^|wC>T)g338eDt2*UM?@{Qkdb>Ebp>(cMR>?6^PdVIE)
z|6Z5=^hE!3g?T8qa};PNQi>Zzid^JLdc;(m3l&E)w|KlJp{Dm?-gfGuEilf1g8Q*D
z31PMOJ6Q(g53-c@g`p>8c>hogs^C-gG?_p6gmRC*F8!B`M?{;NDw53~nB89~6r=5N
z%h5q>aqiRRy)b7F3N|k$Qz%{@is!0O2N6y6h9*2$)sy5W`IjZ^Zur4d?q-qXr>*qg
zCh2pM%=S+pAUriVNgobZ*F$iG3EpkHZ1X1R#`hZuKbZxBBq5SP7!+AT6W&~=fA*Tc
zdD^WITIjyT&;L&0PA8OjOv}b09|ZVIWEt<XA%RLA_cEW7LQ(8;_v`(a-+zj3*eAP|
zPRhYnBr92qToR2=)T&O@#*n}K(FJeS<0e$pN&<uPri~O66(^!U1JKTsqAzX5b@r`P
z3O8vebc!@x3WM&2#o7HNQx4Ikd@iN02rXhM)TFMHPzn7X?#9qNgYlnZ1_z8_xIn&a
zr8I3?Ci!`_p?Ou^7ixMhdURj()Z?@HuPvKi|3l`FdgSzo`PGg04z?EcX)^^ZMkBf3
z*W1z`*#1xk4nE_%^zjVZ<o*@_3eRhl)dI=cH`kIQ^J4o}K=Z4cJT{;+O8EknMGN_D
z#?wL$Ed4hWOVZ`AUuri-;ziF4gBQNsUGa3C4k?;VsI{qVXkCD(2*BOJy&ffFSLQpp
z=K0(BxcJ9h2{G>nM5tcYZxLHbRMR?3m05zxYU8y5_{d3nA4|!HUM+4MHLUgcd4<=s
zxK<TP5HX0m7weeWSEaf1H1AFEkkm*r$Ao>UkC4PGx&AwunX;)nNqv=C%j4}XB@0ps
zyY@p#SV@Mi?zGNsjvrUsi%)eb-(A<cXCDPydx@1^E7uhL5*xAcQjeY1#`menD^~Rs
z>Q6LQCW4j)tatT4un!QjO!@|jEo}@$-wM!7g_+bA4++}o)A28*8OZ^DGwWCO3i}7w
zQ#Io?^B%V2x!ITpS!4fny{A?fP<lBWy;{XofFu7!8Ew}DW3sfC>|*D92L3Qze#XQp
zpDQDiBO_QRC|E4U!o04*mZrzaX~M(=Y8=+CM}O&JVU1s=!8MtAC|HjSCA+?*$>j{z
z%#G0G(bdY|3Vu-Xsfpu1(cB1nMhb-zO!5^=Ps-rI(3T)C-wPpb1CoihI=u(0muY?k
zH!D8(e0%pJrHky})ieeh|Jl}qH((}b#w^5k#OQ+hvM`&=H3+2`>Wa5I+|OgW6JG9J
z`sw{RyZXx$<Iz`+?03a)x8JT^@&(Wu^S*`O0oL(tJAdM2-3%<Kb@msY9BWBmMXtRj
zT9lu&elj-AdB%ny4<WrUKj`_qYbqE{wD-mDCpT;5oyw)Go~*eaYqi(-N>3jSDjj#k
z%4TXF`^eqLRi0#<3Pup@JT`kSfuc)5Wvpxr-orfqfTlVs|GBqPTZEpz4y8&7*v(JP
zkY^i!f)<+TX(Phv$h@h;ZQ{;rs4k-)JQU#0NmEAPijRYl9O*P_K`MD{dk*aL)qxR&
z{8T#h-=skQE9h$R{j(wvX>oYX{L*#aO<=*4izGrroRgsY)R+thLwdF;s9$c9BZ-Xc
z?mnE*8pM5214R>2Fi^^-NWwyzIKk@36L6vRjPm2a5o%Gkz=!MvOyNpf*xFVp#gF|M
zFpWF7yHTBBemt<tWEkB#8g+R0q|8((v#@(Zpj<3TtnE$o`^<vHJ>AuCD$$QBId8ZN
z?U~b+%?G;Ps$Rdxo#xFYHotlDA-_L^&Yu=~Fj|p`CZhqIL=Hx!B&uJWO-OfWP}w)~
z@eq_2;X=^PFIj?LSfj~2+?$Hx15~86Rkb1#7~QRKN60#6P%=wlyrfJqcQ!hE@7=&m
zj-=PXaT^-exaFd`S2lDfG1Bxii{>_?iR&We?A-t6@H@y|R^jCn<SvASYe#www$c&(
zn_!&NC<KP*`xsKD{T$X&-%Y2oU*AWP?vYgy9Ou|qgd}pBy!yQSd>1x-!rDNDd|M>v
zQRbxdmCQ$nS@_B9Q(2jVRq1NZq}1oXQYC-owA33!wngk=KgT0uXyG4vG7Dc#-x)^s
zI}o!9&at#jFdvfc45|5ZGe{H7tY7mHmD#nicw=pK+D!Ph{d;qJeRKQoufD$rM}J$V
zh6kVbD2^tajxN`-=1=5zq^e-9p3zLEPYvIGed#}qwtL$I(fm(j1Vv6fBwkK2M>{{S
z=cI6Lx64*WjDjcmQmoPnZw_s!ECqR`h&PdohM-6V@EQaV0WQPA>OdkN54;-MM+*?o
z@KGd=yWkFAsG>W7!>Ak~{m||nS%hXdl0ySQz){|2s-vn79o>hGNo5IzV)vwp09wPs
zV6V5D0cC%BpK%#9tl(gwD6^B<LvY8P75QC2AAkzA{q<H_EdVqeLD<1#!*{~zOGfQ)
zWn`E0$+gZ#QC%z!$+iH<&j2TonH~e)X2Q3Bq6GO8pgnb1VLP$khUt_4Ey37D3Upk%
zavSVJek;6A{f|INxcVW)^Z>X=C^P0*gV5!lPFTl~ejW%M*3$X1B`u56du%>}(Z7in
z6q9V8eBBHdog`_~oWrEXkc*~;f(=g|(>yDCW750?6L|a)uxeNAQ@?C-+}>g5+u9N0
zv=ioNNJHvo(&5d2ttIjGrSyImPAM+BvS0J(TeQ{Wto3B*uyN#XBOq4A?0Hu2wNo$k
zR(4OYA?<?;a5y?KJ4nJUxcoWY+be0q4IY~Nt7)fmQit0f!-4zV>2yh`G?jBOH;^aP
zcz?K`@v>}Z63N(8*qZP1X9qRoDP(Ag9v9s%>LX>7<~~=^cX&s5ef-d@*Kgk6=+z%n
zc1XZ$dCa{yfglNfSrp<?UP<OKaRiBsZ4b9;{0pYQ=&D<O*mz+Ew%L`?W?Gd;nx{D5
z?U!#Hits2i*>|XGkA_Y9vpTHaV>oPag~_m#IrHt*OFL0XdQ7VP@(S9SSeldCZMK~X
z9P&g`$fH7K8JyAZH@G>7g*E&mDv^NMhjHy1H%rPpr^`EE^LKvjUr|DS=QjDBL`wHW
zifRpV-*XVd(ub4_P(BSp^Z5pvu%Y@@i2e`oko&+P!)8k#+DRWOLKU<@*#f}(w6u?@
zj1Tr<D*&ybcm`L{bWw;xn*r0mCUtNQl?lB((H#Eo_o&eURUjuhiR1nwf&YOy>mKoI
zQTN=GC}h@Wo4Pl-SdZi>>H=XKUV%T4d5_ow>v`Y<44BNI<Ib~=GhdIHVA=Zr&UV@b
zc2=gT>yH2P4_a8IhI>g~J!tpG%e@U>aA*BGmwmLnsx^0Acz$klprH_rFj@25)i(KO
zkkuUc$Iv$aUq^F3VeV`Ns99r0KDaY+FxlaH*G{Bp+o@U>;5afmF)Rhiox9#C2@RFG
z=tqHXUirtPz2eT~BrUmW@5K1OIL`9yFn-9tc_lzmK`Wg%^L__?Et^(;=!;K>wp~(&
z9wizx1}Rm)wZBe1+XsOXY{TEo0|W^d+<|<Gye;Y-^NBFVPvisLAX3M-;%-81MF>Dh
zxjY9C3PPJ*1BIb7eS(p9-=8ZwvQ+Y<I7_9N^keZ{32PD7qc`MF6zSuTMw)8&8d}>x
z1$t?iX(&_BhUZcgkG_>D%5S9}CRJ(CT>SJqpFv4?k@(WRR6A^G%}ax+@3+KD_B1LF
zO7Hjx0D=^*^nsH>^0!-BV{xrh8j<w^5#!9e+n@ctXQ#B5wsV!Y!lWY2f-q_4`d!{%
zERm0$Gx(*n;?h(^k0>u}WF&dqj3+0~U76W{=g0#8%Dal#H{_t!2~BdUNDDfrWCwZ9
zMnqz{?PsGW9!76pTBuhc$WP&RZJ;^!l@gKbJVxiYeF7jzr2dBs{2ME%aW(AnMd<6;
zXG`LpX?D)<=?RK4AK|e~Se?o>THeRBrgC30(TJg7%MdU~f^YtO_6B1Y6G(|eNlmKs
z$O?4mqp-!3Za6;fX_@yJ7Us>*8l%2IyDH;v`cE9Vum_X5^#OAR51nJJ0Ls8Dq}Rj`
zg>$N2x6x*-rr@SMMw<QWz-E^L1WlQX>b0Se6GlkIjZ@}VYOV7BTE1nD02qlS78}{C
z5pg&RF$dn4{>2Zn1cVYEKoG<V2-)o2aM8t*<h^%`@Hpekk0T#Xy&5_gucCZblWo5V
z2XK~@cjU6Lhxh%YQMfFYmz)$gcNugU+b$y*MYb$vSi%YPlJ8Z_*qV`k&!3jikfPAN
z#;93HUGOco6N9Or2CvTZjTu3f=?LVRgW#KL@qA8<1u<lA$+s>JX`{%`oD%&|`Y(lt
z7lnqG$^D-?E%iQLVI-Q<pFmzXmNwi~8;bsHi*Z!Gs{j5=N^h82^4AA}xt!1--jd5d
zP-OlEI#4HFBU&~V?qZ$15l{{FIENO&C<?0L2#V?sw892Wy=rsKV{|sY;6jj)q0gXq
zSDRU&^}<pPo;FmHv)x2;=wcmc(Nt8>@bq@|l(FY3JqVJv)eTHTKT7}o<)W*lYEAE+
zZz}B>WDCj&Wl@kvK*>2MG$Y1b2To>VVduQcnL5+faZKzY0wE>*Y(esjp=(B1L46d0
zWcKV<r8z0e2T%uGmEEqWeot{CDOO%2U<03oUi{c(Q|9?cXTQ4WGPHGQnkKH{L1%13
zdk2Wh{Fq~Ef&EuIbqK2o6_Z&lh7g<@>$ipY(FHZzLeE_;3njFeeJEa&*|3aw*<yaB
zUsNM2>1L&%9>d1l@2`0$<YHfBc2{UDKkcZz{b_tz2V;9(z@;_gj>X+@h2jvM4-T!l
z?0x$Gv9kmkj%Pg(rE*t~mCK0_xBaX~)0U=FZ#g2A{H=$Pr<?Y=UTs*;bH%~3m#d>t
zifkR>FZ%nmZE5OqH{<&svAC>-J&X31ek`65BNr3*7oIqI>Do-oqWIvLtEF_xJ9!p4
z5S#Lcb3craa?(|Hx0KR+=1!&QZu|7<qo+2`t0t-nigRhdaphk_L&G{dRhhdU@fzsa
zR%KmFDwd|X>S&I6)?wzZSoR{Tnq5pH9a<H!{XUgu;jURIO>$_ex^pZ-pF=E{^49~|
z_vE&SJ6Ai4AJEpmZ)r9+%|Sg)yj6VpO6^Cc;pX{wl>VU+8!I;$+HQRG3wX$)jth?M
zD%7JWXSBUrXj^HUBNc69B4`-%@X4h;*N^KVCSF4}W8YG~SH6bPeuZCJk-a7C-Sdp_
zPGil*tqt<=G3l?-S?p1WmZuQ<&H(X4bg8Mvfe%>Qd>4_I0n90hk|cs#vz+Nzm_lCL
zIPJ2zN%gKt!CPkh!-dw_e%276l%HT8|EnpOlaR1#4A_IPdHL^RN1wk!Awc!3){jII
zl#e3BVzQN%LLLh9$DfY;Hgym_7hYtrXYvP<UL&wiH@YPfkA=Q?f=XgvLU~Y#>7>8H
z1<Bc#Oa~y|f$`}ngd}oUD_}w>m)^Z}1ZzAzhVAo^tbOsw6^ySeEc4zMKQa>TgY7DM
zm1vQ(KU8rPsbYv09V0lNR};)(NcVF^Q?Pum)Vubdt<P*Yx;v8n4iyaz@Z_vZhuJ`+
z;j`*ZFhz}im6Yjgw%*pc#MgXiws*3eZ*~qwCLP>NZ28mQEFUbUf`&7`-zB%Y{^H#q
z>3@s5)@J=?K3S(i(1AYnYFoI4cCsb&ZNW5eqQzLU3oDQXU1{Ty_)~ZtkzB%oIuI>+
z-hK-@NGk6~G8!|U2>|K<&Q;0Xuu;SpVUN8kkKaMfmo*1I2ggMNMla%=ig1Y!uFP*t
zk8!5uuh6c<){O6&!LxYZcwNb#itfYFFh30CO)cMA;g*mW8G+j((eP7vLohtHvHQoy
zoyNEsoW<FBAS;rC_~neQtlf(r!Ko-ruKQm{T>`0XfT;m!Ydx}FAMQ6u=y1BsEf-WZ
zVp(Hw>oGHg4-(nyb8#sM#_4!EcS|r@00)DD{Op#8P0&E|k{gq+_73WV^3F+s-T0Da
zBfBZ?>C;nnox^tzrd-ZGAMZ`b@of>B#`oo4&z${t-Y<NJd<FNOyu0UQ<8AG|H+}Hu
zi16$D^LYC3czRXxR@GX`@cRjYPZ9~3QlX>U{jR+lRT|;OSFRNAY`avsN(omb{7eli
zDo1w;S4jffEr?Ip{k|TyDE24-#S-|y3_4aJLctTwSwDj;mnCvB<0zT_4bM(oUY8jE
ztd<A*n}D!D9aITnQH~D1amQ)3;`$%b><YY2nK60{8MV3#*v=Op{kqO=X~mq}g{e!E
z1%BhV<Z|HMb~~CX`_vsoa-!8=;^zf|amLHwEth|-{VKyf7}1)uAK6s>pQ(ty*#(<o
zmQ$0Ux0i#WVD5Bhpd%4;EB8*Y{sVr7BN#m(aFGysiqurxjJh;bOwdhuPTdl0P*ohX
zDgI?5DB8cZ;^6cpCpF$|dwJs~BazEA&M1jtD}Zcsh(CUwzbf|u9Z`OHq$e6J5`Z26
zKlvlrX@nq>ggOAo<GEzCjwM|9yH=c~{1zpZWQ$Vtlp=z_(yDHIWY6Bs5zzspSsWfS
z8NU}G5PxH%6B%b(@?|d$sc&rPB;K$8UGW5~{mj&{3#BsX<kI|5ak@YNGKUdmGqlP4
zF_9oD_)2xCrn8!>bMm3c<gA@z`Jd5j0+)ibtbT>FiSz!qy?3Gc1aN`)<_90pl4ybb
zmFR!PnLa8b6M2rMz69_H`p5l6@A^o_XOI~~{#`ZZ^MB1|pEs7Nd{N<Zt%I`Cimm%%
z&SS5)&Uum3jys=53gKyg4c_h6+}u?Rs_tQGj-1FIo2`|)C`)Q#g(8{YN4RZSHO}2f
z=Qyq%t&X`FWJBcX0@cpGTsDI6<Dt@QBcn-;&xz}xv-gkr`l*YhfsJ+=q&Di)h0Ogc
zoU`|K+AkoVwb0|IMqW)SR+r9Pg849-?AYM@>fF;D4+?!?+ClxuO-@Zj6x+cG#Bqx<
zMM0VB6wdGjMOZk&1Z_v*9n=v7fLp_3ma&9D0mK(+zXf_T1FCXW%A_`O`bacXiP+4f
zR0Yu~_P2CFbg{5qAaVubVE*PQP1-n^>Lxtbe`ScW?*m1|96UhLrn&j-^xuqLKMN;Z
zpkih+AvsO2z!^NOdo!r~+~T~(105kF*1N=4Zw2v|)YDRnNv+L30*%5`QvXp>F!VMo
zEjacf-3KWIFMdk%@aUs~a76Qzu9CRspA3k86J}GWQ<o<g<01V}dYenA3-UZ{p-gNU
zYnP~O-AlG^p>ck+@X$JWF{F3oDSR4*G;KZJ_jfd#zdAc>FmvXzIIJYnG_OwvUjGGw
zeytY>iVp|Iqh>2@uD+$2iuGf3&z}#D(wnpH8xS%H=T^o^sXx<A(}^)O(;mGq3h8lq
zlG?rPR-19;Nx<H`*4H16?j#leKC*Rg&;R*F%YF@RP3v2%;a)lmTp4&wI?K9j5}GTk
z8TY|UVL8vwBelOSxwD3;zvgmJL-&iaJxMy5Bl<*H&R)(ii$kS56Q9@<tHV7xv6p(@
zf?{0FYnc;>P#_9f>FA~^4ct&!f}NKK<tOG4kJL|cb?&^@?MsQ@zq}OlxXMD$xT0ue
zYyIl8^;Cw#*O+z9guPN@=TZI%(R|03Vc!p0ZkL#;#lJPka5A{^<Hq}O=KbyW9uwT#
z=VDE;Nk~osW-U$P^X5(3MR-QxSie3;r`}7JFMd(w-`jp^Y{Ey5&oJ^2p2D^)AWI5#
zz%^Af%WGWBWn9c{T#UdZ=(MO7%-wjadx0**R7BNdbI-l>?yc|AHwNPqHZ`>hWAjD?
z0EQ!#K1S`qts@w~)o(pp7uOQoVt8GvIJ!RY-O@HyaJ`1!Bc8WjJ;M+&KN0)l?u%@g
zf4146<y$-Hc>Wx1-E5M-`bAFy<wYnE43rSupoN-@qIpiGJhtWd1Y}sqR~BfYa<@{n
z=J&dyuq&p1-VgV#`Z|mL>sAza&<D0LrTxH0^ng-_O^%18k%pMT#Y_JUD$HtdXZ*`h
zS{wnRC0Ad@DqRcgNQnXo24WeNoDO8u7~LO&-x8%5GA=BpyNz((3lt2oHNY<O2USej
zQ@N{Rz(`ipU&`M3I{?krbtl}ML^dR31-gp<UhejXkFj=dBH*CGNgLQT7$5Qlkh6o9
z_(h;<L}lK2oFrwuxP>mjonoW`X+SK?s7!@uKJ}mCodIaLK&d_VD<SZd2cTw&7{N_=
z@hsd*l?;gz2)3=Ef(E&kwlEOQD|p=otNM}Z2@}mo`jZn3Lv77ep2I$9A|uMDKl!9y
z_yqc8v1?fJ-W&2cxX~A}L__^gmkk2YeoSl@NoXd}9wim9nzm?zU_5C_;<oVuEOCVx
z{YTejD|FNR#saTb7^W!ws&jgD(YYMW*zx$of?cb#kaODe7;RxSJ6&4CZ-v*`=N)3d
z^?%{`R*2b5i7p0$(k3~C#)KmR?)mYn$)|7qeAh&Jnvvmu&1pm4aX*hFD9SH;N81+u
zsnK;XEqZHI(*5&E?2kF2>c^&a<4<db^&5PCS^!2x3-E3tC<bY$a!$=vdO!93m8hL^
zd^ak)U5K6xv@*%6V3q7dni0x}f|nFk&fj@WJxM+5`@H_~G_2^}jh>|w7iH~Dvs6Dh
zjNn4SZI{-RJ9fPsRaZKS+nrNwC#^Edlg;m2NksnD;CZ(Yb=##g<&NbY`V`kd-Yv$~
z0`_iw*p)a+X^+MSf6G*N4BkWZ=ego-lx}klJ<L1UJ5fLU`s|0@VA(Tz1Hq7@k#N^n
z?e{`&Tx<*f>d^gE!pex8I(xLlMof+WFh`*Zfhl0MT=#hIshN{<xvN9(I`)xmeFfpD
zpt|SRswaPsa?WEFUG0@X(<Y?8QdGBdH#fJM4!3FxR;>jahE@2Wz{TpUFlTuuD>M}M
zwKMdMt|fJ{{v$2}okAfRY_H|dWc#|{YrG6;Yjjh+K?6|%h=2{m<Xe8mP(yy|0MI*a
zsFpVp<HTK96)hHepMoOx{;F$qc+EpA*$XWJuX)~66T$v$Xp<)HsSk;r=vsDlvGDq|
za8`Xmo9Yfrs#rLJ3N4m_OlX2@sb<XH)Vh9Ci}z+fG&l>9@Hyrlh%;PeueqP_%Zs5$
z(_{pjlP00IpP|pv@c1zho5#=o(?l>Lw`>T-KTfPshzGUkd*h@fuzZD|zwtd-sl=M9
z!+gcZkGtIaJDNDj08Puhcw^yxhE|>@GL;=a&Qa>;7tJoP&}fo+9SnmtQaih_=dVm>
zYC%C0FCKFv3Wgqg>PK*<G`wQ=gnAC10K)_ItDFo#3RC^yPPlJ${lDn+&&m((S-PzC
zr+z?(>|rK8plhgAcnR2FJD^DtkE!Y^L&-7X&0i9J^t_mb`z~ytn}~CbAoIL;3<E5B
zqIcc?(BM&I$a7y&cd(0_;i-YulfDsO4m(7mrWK_^;o4h)qsY3u1E|&wcuEHBA~Abz
zE4s!STcs6Z$N68)cdsvw-yau?C-|XPZ<mWbJB&B<C{?m#%3F`YhXq}K<gIIH6eAKL
z9J<iqvheBYpcwz%0Hyj+0fc6{6!3|iE0((v+k8okd!Nh};S_-0$Ow#gic}~#YaYY&
z<xp%Y+<OVuaR9S{{%yDnom^p@y^V%?M@w^fM&wfmtOiJSiSyx9lmg@ziLduZ4K@DX
z#C_A`jM$7!!)Kpm7!TI!DhgU%+fBeG;%Mp$+!P3YiD!*!q}j&l#b--W%hG*4tVBYj
zN2i=8tlG_Xp~4Mv3#t%_!eXCIEx2?dWu(f`>;G+jN*iu&Gke6qYr1KKiWPnb=(Iz`
zsKjH*pNoaLd#_(_)h6T}zcHK^-X>(_oCT&#A8(vyNF3Gs{M>P#XmaSsoi`7bRJ^~h
zr{}hk_anh-yX2QcS)YB0#_LkeNh9{3-^HrG57bIdNZlQmmj3+*IlH}D=&)U2V<Y5x
z@3Pd?$!ASW2XbuqRJ~AFAcl|1_IE3bv)~;H9)<^I*Zu!hV(mb~>xm$kzf0jyHVvH3
zC_LAJS+%*oLv<v|?;XO*#2p9T7l;)2z{moe4RTI-VF3fQRU@L`F38Vb7o!M-We>#O
zq9=D1rV7IGL3eV)6AzJ_nNOYV>2?i?<eoR3sKj`IFUa34Zy*_ng=5%;fu{vW{@uW0
zo}v2L>zoqkbU74&3QGqCBpMDWU=0t8`ADE-k+J*q3BYZ^Zy5$ya0_3lE{wP2)`|K0
zKlBSReW=&7l%x7m`UoZpj6SeNZBrVO*&t{pcz2bJNJ(rKgA%!BWQ@#qnW0yK7D5ow
zu~DR=pk|e4xu2)T0cgGW6O28$Yyj1pn2ieq_UIGO$8C?r2rczS!+zax{^xo8_rW|L
zSQ5;maq?+<vVy<Eon4Y{;%&t1W((tyl#$$aSMz0>nR2G0TBgrG<qeE)3Y1}Pm6}F5
zrahjN`CNT52W-tU1PWiXDwvkP(QnxY!$Pb1XS*H&r~<f&Hj<3w!~~^khoN_fbF*KG
z(Nq-YN7%h)Yqo~2J|?;YC&jYEi8BbPeCNHbRz3lRs6#Vc+wb=~XT86E*1f@aWEl|2
z$HB|a@G5A`;E;?Jcg*Z{)_`TcKRqEkS94M{a$stdg(OOq&5;9D+lDi3WIF>fQ*1o<
z*llmMpVjWaZ^HN>R`{=TQ<b;ztYuXs(V5Ly&p9EV4#-UccAFhU9f`YFG4gnfEP+g`
zRcQbbzJme5Hs~TeVE(TTDX`-oxT}GPY2q`O%|P?fnI&xQ!^FUx%>BF^EkeUhGJ`^g
z{LxTay%!_|tOoI4T@<Ig35S!=?b+gi2~rf>TV6T5x;>8Fq;t(ii=+sZl?=MVp&oL=
z$|cXlB|j%Znos)IFdzO8#=S(-5I>Y?PSdYIAdkY;5a*P&ooD?z?yp6|<nt8?`|}ek
zTHpv4Pd9z7aT&w28;JChWaV%|fF<HShUe&xKWgi8^`H4mk^3_rz{Diqs)k^o2%*fF
zbJgPhHyhOndb<Y<{zgX3xc%*E_}n<Pf9#85@E)!A7q~Jlxvug0p<q)YzRi)y)37}z
z1%!u(O;_^~I6d{aA9WFEr~-(hSt|ter_)NgNiR+o&Q|6J^feW2SO;nv%ee9aYHthn
zg-x8kNt|@Bqn@g&dQG0ue)-)U+Tz{A>deDo-?0_qG3RK92?_Uei1_T$vh_)dR%I^y
zsvel5TZ#VXBJmA8xej#TLw67MT;Vbv^W1y+0XKc4SxHBEDQ>Js=13+{_EPVaj~4$u
zsHpjr^m+{W#~&T~qGtZtHYgvmG|^M#hyxs+4-B@dKU$s>&7wZO?7SHsb}RNxdvRJN
zA8W~%m$i1c)qIAt8@9C_EsGpq7VTITNnHC<BG{Io@vfiyr!~veUFgml)${e-+sZ8<
zM3HfQ*+km$`L9~x`R!0Lq?4PnPULT?$d_sPv`2SuY}}4Shf<JmPy5E>zy4?gliR8Y
z$>N5;C|oTiEP~@D1}4%{Q^-1Ti#4T-HRU1em4~d+Xawd-w4wl?`O80{x`vjw0*ye!
z>EN%gNd;k48L@DK+v;!LQ*FOBPp2mY7U-n<b|HS&t-$|m;TpUq34S=m@1?TOXK1Ln
z)!e$i6!z=?S<PJv`_^)>C@7zHhoPI1O;y~uJ?oJT&<Ac6TJrNUhU?SnJv9FeERUR|
zSuRFkUlgOjsv&al(X((Ug>w=b(UG%^aa@L5ssl6t-n<bVs;AOns~vh7K)99M|Jpzk
zK|O2e^bE4~lt8Io`|k+Uu>!CDj<@lmNW_6UpeSJ!KAZ1e#r4}4aEi%ErWF!L3REwI
zuYkQe7p%&A<dANF_j?PFGs?rS9v_dFqn%cpkl`yYH7_TD>3S9;dS;<~8FX5f8w+B5
zk{<XgE8V&hG?yB1Cm5<kW1mlV*E%e`vMo<43GIK5l|DfJxikq3GD?W`EGBNp`Vl>H
z|4UTs0SHMd(27CTQZavk$BgSzAlYux-OUg4M?JMN=MEXFcp6)|s&I*s?%q$A$K$}L
z|IFd4Koy=q2^dbNm?v~s{0HOwPr;-QZo!)DjjHWs2{+CNl;Q0K!=c7kD)hi6%)V?y
z=1z7J)f?HZIlsuOvXYMr1Kty*-K7{M@I|(|mz2QuGTSg_HD>qKQkMgZT<((ueSzRE
z*4^RxF*~N~z<8vW%4u*@!$u#MdavbOU_lSxS|uNi{THrUPc~@KH6~~dlwxbFO86Df
z$Y=Lqicgjbj6a?SI&}9Vi=T{@NnYC+mKrrax#}AH<7${hs_GA+ct;6?Nk?Zno1%ct
zZ_;jt{P1s2<ZKjIHouR`Y&ywq7W@2J^8I6s(SyAZ9$2I^B9;$5bAv;0*n06}tI7?l
zPx~pg_QTJrwPWt4!|=^A7Cju_*+PDu%E$V4=EB9<Lp0cVl)~A|kyLjAJwy&t56^jx
z8+9fU3)gzIkJ<IlX<jyJ4(3N6ez{(+>KrLkqLncstaVjC_dfyU7heu;rPEuP6sH^-
z6o<GzUv{mv#hN!Pl~1<+jDPv_rNqp)6bZq+t5ys5UMzct%!Qf!$Qv##sOsV0`l<_g
zrn|~|sYa^MQ?;1wqACq@u<@Pux6_gy(Bvm5lyT{#M|UFiA9(6AJrcr1b-ui=YkR%$
zy6D&I+&Plmb&}l0d@|oe=-)8iWYN5g;UQ_OhVk*JB<MZ7#PT)vL5aDD-Lv9z^O3LK
z{*gJ=&w>J)j2V3yDXLJY0{s?bb*Db-d&7&5O5QhJ$gk11nI3qBW#4x4^toR79{9W{
ziP`a-!+oK=Q1HN!Q4e0EX5{`3TSp*7SOZxl*e*)2T$SLsiezR*CL}>=EyN#JlhG>h
z{`~S}vU6biyX9n6>JOJJDEEfBbKk<(I_th1H>1yRF-cO%&!dIDyne6ezH)y~dUmIU
z^D)F14hM-YpBj^{5yuZ^S7OgIBaVGVN6rUrSQqo7DoP{UYmv#TC-yZvAI6(A`(Y#t
z=L3Tt;1*BEmlX|>j%!Rw*pa`cQRt_XBwWXY8oK%??(FKm5=uVn8Cxhy5bfi2BK#v!
z=LB?zx;KLzjQnpi@~NDl@5d#u^%7T(THwIWeTMxwK7+-5I9!`CPCm8!ZvivxtaXC*
zCE?J~Xtt9wYJGA5fASU|*}ZVZcW`fqQjVleG8fJT32;^P0_6PTj^Y+&G}xy>D4co$
zGL|FO@PXIVoq)a1^Pl5?wVCukr#XuMUMrYhe>ZJ&+tijX<L&anCBxK8Q9IFlZFb6~
zMh+T@Y|3k=-`?sErKbonh3PR<S4>Ls1}f$aU|Sxo2nS`zxrj?%r|O1N1O^6_`$2d2
zVSrq&0vIg#Ik7!h#x1MrAI+I4{3SUKHZS>avWVYK^du)-3zC*rp?P1>_pQ;16CXx$
zEgAP?bw;|=nBY1cL*oDJ^ag|b!UHFRK{PW6@3aW0^I5niVZf)qbk(OB+$}YqEX<m&
z;SA4aUXubzq65>lMuUoTy+rDW`lUw4d3flttDGD)R!~eS>b6v%%Vk2~<&vm*nP$fM
zT`5^6_Z2+$ZVJTu&vF08JB7ph(e0488xHzMpMqNQ3zr;k*-dv9pdB22k&RpDUrUeE
zr*?jNPM2)>6lJe;ea?WC_)HiFx<MXnheu4MrPayaceQr5a`9N+?mkE#E_^PqFq)`R
zD##$%fBdWWt$Kt63?^}aI#F~R{``HfX8HG(7NkBniDjCDp)&54D|ex&@^v*;rj8r=
zIZSN3-faHlml(ys(8{6|mx(qDMB|vDTGXwBL~`w*e2SJKia8YoNdB9UD7oO;*ML&P
ze68Km4?QOE4<rZjM8DKSICRMUg|M@+YfYTYJfJ^@2%Pg-pkC)io_k;txekQ<t}p`N
zS<|u0rklqw?NKK|3i1-Bv$D<*fo&v)`eru4U+YE7)?WP~OA^X2z>Ida6C`{sGQAN9
zsyVogHW3UpNB=P1+#rBO=5Lle<c|`mK$~^3*-Kp{P(n^1;&>3r^dnG$_mt6#G&ejo
za+>R5r#!LwE+I!hVR;`WR02jkl47h*Fd^{Sgk3YS8BJ6!bw-SeC0Q#F%_C7yJHqTQ
z4p5LAGX{%8xfz2wDegQ@yJx(a1cvT^g?In}KDG}7ysi;`wNmMxGHHR)w0i=Y$1#=8
z4SRd)${R`^D^Aa}93P=o1_zb`22blMQqp#5%P$?Rd2iS!xZWB1nj>n$WL-=rD$aax
zRc4At&4scX&V5NjVM(H|N1~6<A($^3-BfhD+@#V=^%#o7+MZ_<&5r}tn~}w6KhsE+
zi=k*G(yX!Qk)U-Wv8z7+y<(;uj%S(lXaCxcSK|XOWp&Iw(Jk4V4SQX?1O2C&v%ee%
zk((YNiBg!vbW-FJ+$;+_$Tc!!s!T^nC$pjfAR;{fjO9-fn4%w&$YSQo@0XL3&LVL!
zMc%Pmb33FO;y*uzdomi#0>79Vt%>9`=8VMb-UavolpaZ9+~OrDB0AVZPvHatrL06$
z!o?thBB=YI(h-yg0I~N3MYC!yr+#EXfDnIxP-lS9!zLt^Cm|4lqetTCk6`&P0=4!7
zz?RzbFP%mOGIUC`N2d^Vgc&}V1RNs&(wk6l7(mRYFJMZpcwK&H>gMxqCi}>f{wN}3
z^d0QkzK`=Ie6S0Eyqj^!fMAtc7vxFK@ziI<T9&%yW*235iSvdoRsi{f+vB!4qF}9$
zW>g|YV7~CbsT;eI^YDNG3h&(_KUCR##`TOZ5YrW`$v$>&&!3TL21#-%KWQd;jqwOH
z86XIL=YiJly&I>Ptfspls{kQ6oo1mW`@^A;pLO&+24~^Lw2vxuCZb+nDfS~`_O^sZ
zV>42Yy<U+@YL^$@tym9`v=d1l@#p)x3oF!r`#HX9g}1;rm}m4_Wi(cR`wEf!Iv=&F
zO$0hegrCRV_Z~d{KRJ8qT3(dCdG^6*#9r(bci6oa^COoeV~z)}SU$b)0XyeX3s(3F
z)t$tkUGRliVd<B*L<l+X?g`i5gY+lvc^1EOlf(tAZ+CkX*$w6ycIlQ${V}K<9<3af
za1s0AB9<z(UOWE9i(yH&)_#J2T>SlyyLvwk1781!ex6)@J8~kSeKHZZoxlICbrNE+
zU7B>J&2jiJ;5;zxT)o*dkBYk4BQM-DC)D#|Z=>1F#q1MS394^Jv+(&_`*(7?RzsQI
zxg&YLeekU4-GGCKI7%@ZofY(07u#bS{qn8utq+FX*@-|$A6pG;WwU<c{V{5XIscEU
z?$lQ?z)>b)Uw)#0K>y9~v4}&KtlGwV#nI@JolbExitI-FA#t{Nq4aMGxA;|AC3WXD
zb_ar*^efih@M<XJGxLCOWNwUYA<H6M_f{*EKEbb*S?OyGPZP2{mM44NKb{IJ>=a`L
zr#`{tLN#@-2O$`ZCMlX1Vqe7QSiHyi5d9?~A*LLnB#QqU5x``OCD2I=2RC07b+@JG
z1Wi>7aG7&hg(?GpcHqHPiP3+6o0{p9G8chTt7B<Rr&@_V<Al|S2e?Soyu<I!fsaZF
zLd)fqU6|CPe?gO3j71O}?+5Q5icS9=XXo*SuH6JdK<v(9)Rj|p#vOE-_p*D6_pq>a
z-&!liQ#ePB&LZ5*kNTTL(u!(H5c;VCvH9YdDZh$5Erlvq7KU7_IY~$?2SG49n8Tdt
z_UH!tlt_Eki|;HExsJaGKxoWStW-`=ZYPF+p@**qUpPKo8jv#w&g??&1<Por6CjxU
zgH?<8K7F?$JhI$7y4d&RrPgCBjkt-B4;nrmA=~z^6Db4o%|L+Jgp_sZr@q4ftfBx6
zjjCn|F#OC&2z<`-WjFxMnDFSNEytY<Cglgmr)^$;CxqlTZMv=c@z$lb=CKc|;qWY6
zwra{#Y8Rp0M}F}2I0_c!H|YVUH?`jM01vmw5s1B8kORdq+azTmckzc!@HHBpA3DDs
zb?E=<L%}ma>CNRmz5<UES;?6RYB#~B{2Sv}0og{x!XWacE$>%XJ&$Tq_SiRlD|upe
zcZEr;OZ_`woW&3nml)b%<t~lXnolMjOO!5CXe)Ug21cYz_5GdFJa$MtGj{{IYBZsI
zYA(dSYS;l}CDk5FtUH}3QuCveepR9NDc4;@)@Z{264hU$L*9`oOPHb7MqiyBq{va)
zKwdkBe7~tU^jh0>BYsL+`NxxpoM_jg>&CR8LbybYe^XU!O;c+vKKDQ^Sn=y0reGW0
z+vyT~2I|rUKGo(DQ{CSkmjCW7-T$uhb!SQX`<t)Z(wlCZBNO618Xr8cmUS7)9=&GO
zU+x+WUK#nu{wn3y<B!gdV}Is~{pu0}5-ipHG?n~)VIp(ta~12K|HsjJ$5Z|PQQYiW
zxz{G++7ww8Lat3h_MQzpD<t9Cm+ZZ>MM{({n`A~2lD+q}FRpuk@9*!Q{)-3h<MVmF
z&g-1#DL=l&3FFn|qi6~Z|F8aKMW41QT;*1Ltnk}d!M9|hv7l2Ds!HCXu|pq;VpI)h
zP>;+=<ksv@Doy<%!3n#o$q;7U{p3%zsfwj=dQ9&zsUn$VPcf&n*|GUJ>Ed;cIK4;j
zCw@8B8D_^QRdN|r@>EQSec;K}CnZ;|pf2`TuB0w*>e9VQLe(35lR2ZpwTKjq7OXrs
zl*y`LV|haxB4m`MIqb9D(R-^Nmqm?NWB)ocGsiHP=#r8w`p$2H6Uv-a*%tiWWy55u
zu(KoAmWcSi($_z4QRahUPZxue#}?c2yUoX{$eEw&&B%M==+z;#s6!-D{K4^2MW-nL
zB_e<0l8P=Wp|81+Y>8*%Kk4^(g*<cO!Pont3b6rAa;Nzw{P@eiL+(;*NTkbV0>~zw
zA+SGZClIq{xb9EA^X@}PpFrxvmhG1XoN^>fe|}9i=z&+>3S6#Rw5_dmp`U$)4M)@&
z0iF8`iG@=G7--Pq3ADXM=42wRf4)i^>+6GU7{vn37QGK_Cw7FFs0gr4Y>VMX7ZSir
zjTvoUy&2Y7c81cO>sC}25ew-!wEKzp7IW3z!lUgDokXyI2$VBDa_l%SXuoi4cv<`@
zpswOs89%sfk0rUksLlDH&9chEqUx_)W$bRUt)=<Ny2|)b>Jq)@6H8juaOtniMVb{#
zrf!}5h@>ahcmg7BX}^4=!f!%39N|PB4L}wM-`RnmnsZ{wNXDo`>M_Y2SOr)VPXo%D
zgN#IP%|pK%t-a7Qe*;0#fDySO#`dkSQXQDfzC+egcK|B~wiAJ^>lr*7x`n+b5Bi9@
z=Nc)BM%dl){y4&Bi2`!?B4jt^xAf?_LU;$b`S=~K-OodE<W1};9f9;pW5GPv0Nm6J
z`V<V7ccPD8#9dn5Nk!DQ*^J|?Ur!!=*n4F;`*W)qF6F%|>GPuQ_}}JE`vjs^T*5!_
z$&;t{hihHOpGr4p1`VW4_}zsQtgLQWn{C)+Zohly3}<bT6EmHku=xFJ)zww#rHx31
zoA8H^LV}+LMnvmm5|N|9NZrjIeQ@{hI>xNr-GL`3As1+HTuC?5G~%ui(WtL2&@c-e
zL*G$Ed1Qvxti#E+g6qK#Lb3?4goRuwcLm`)&Q1}$Dd6gd5h7bEaiGM6bP90c6M>bn
zJo4F>&*wl{@N*^6$_Qqmi&79HrB{=vRZa|1APBc*>qFSq28(sm+$TZ6ip8xtVc?G=
zb$$8%hP1*xj}5BNNLvmx)XCfUMqZX$80dj5EY){%67;6whIyl*Bq52TS^ANE2*D0;
zB`a6~3G0xi^nZ@TqB3_Fq3yxQbzrVm*L<SmtRH0VRVZC*${mn}bQ}slXLA0DrL3$X
z#wr`DCGdQelKm<QB0e<#QR83pbHaE?)5nwsO_O}S{fN|eWEZX0q30wLk0$Ri)MNZl
zB-LcoB@{Pl{)rH#IT9TJTjnR>rX^vU%8!;6AI&~^iyBIf7~g%I))1fWL!El+%K)uq
zq?TGsm{^OK{VMS2YZ-;>o%?@YSNfQ_Tc<c!Yu~ecB=Ily_k8RhH?av;`qenH-nf{<
zxR+vBB~MwE*G!9$d*5i%0I>{<Ch@vv)W`<H$LeTkbph0+1tq%u#<<%?f~>ox9;clR
z$Nf1HwT8=K9z}P<`S9xd`;!Pv!p-|7luHXo#dv{}?za7zwb87bZ3!G`^0pMwBdR{c
z{3}5``~L1b?2AkF%W!wJ9<mnw<*JndzdR57paR%5!GFlcyBG4GG70ZAP>2Spy~!Ws
z8tMQ!8uqFAsRexWe&EJx#(c{VZaDxkGJgbhpt>~YY-_-AISER8a`M*f(|gNf`tA@B
zU!oc%!6Exd^z<Bcp#X}3%JD#W6Qp=XPx9;N6iYm@b^t9gxq#>`OpgcOd4uDMLPOsd
zg+8uPR?6h!I)>#V$zsW<si5Rk-Q?HFzeR<WS%s4*jL;Dt!Pr1~6WLDwbqeV)#*3>A
z<JQYJmW!m}!5dvP`;X5!2&r3M!Mfxy^(c-bW(QmxHq7RT*zlQxH5w{Eu`qL=9?_B2
zMv37<@vJ$5djZ5R@7eseAEDwL4w4yqa2?&<cArV*s9SFpiuO7{WFUj#;vhS)+ug7T
zCqR7bK`h`PTvD1hHSP|okX|$TG&^dMTxV$G)lht)XL54%E*t*J2sv&Ie94{b6K44t
zS@NRef$6vLJ*gK@t$w{3$aJ6`>Aw3t%<v+RE6^h9za)EO-q1gdC)P0zmT}KNda(?S
z4V??FdDFj)?Phy&=VEGzn!1?p?bwg!jZZW09egyG!xrhm-rT=esG2%1@^CMi(hk#G
zAQ@;XdXkFBOuNIlnrl>NYjAtI6H(rQ_!x%#p*KG?@vnd4-|%nO)$;nUX)|Vrmy-Q~
zF_<>-lQyo^wsfRTo`(%h15eC!(xET!Hwf*Xo6H%F=6DXkl;R>{PYg!_t{I5wO6%g#
z8Uu3=9bS}*yHjpXrZ|}-mk%DKHZlKFG3*f&8Up!4S8kh+0w`|00(oUoq{%Ptfz1*L
z{?b@&p&0x0BWW<CONiHNChDeaoj?z3WlG7?s6gsRD<26=+GwZ@^P90nAhq%c0BeNu
zSM5n#{ifqDnrV$1$;r312=E2V5)*7I@Df0^17RBHTi-AWg>SIL5qY6ywzi<~fJEqi
z^6EZZK@r?AKy621Vo{1M#Whf@qsR#!|MbA)g~Kd5;uV&`#0K_pec(0AK@#G)_JWb4
zUdy$XDx3j0!etaQvFP`X)kTl%a&FfEz6oTf_s$`A(Oti>VAXIX2U()3dm?`snbH{G
zyBaHN=%<Gyo{d<p3X(<C%Aq&my8y0_dL>OpOa9jZd-OIl!aLI_kI^TCbS130?`>!f
zeEdrCgy0m~4Whf`c!DEQ+i#>pO+ZDy1oQ`CBkA<kPLeK3n^3YI*CeNFy=1Z~M__i2
zkQnqT?L%0;TAwdhXMnL@k6=A{a|M+@BJhE!R4ub}()r1#?U`$jeED6Y>y{$~K&oXG
zPk6GCdiGhBwW7ujqLXX4TPTgUDC{1=qFA&*F8oOWXR&}fWOL+CNN6x)lw{?XX<n53
zxXg>}M_ItqfAgVIB-aBP-w)3N%7f8I(4t$V)d7Ix@0C0?9sSW#{=EXsigyJFEDNc;
zp#cPV-Rl+)Lm#ED81qV%>)$X8y;fRaon@Iorcz{)tt%A$vb3+cM;z9`Tcw!p@vz^0
zf<pFAPb>dsuo2-Zl!toPvEEJCV*h$1%*@<_Mp^QtKy`H;E;kHbq8$^%U$`ot^i%;P
zObk}pZcXkKDg+=rPY?3Sezjx_0xUc68%Lke*Hdm4!7@?1_J$OT_vtLboU5Zg97a7!
ztP8U$06Ced&CoRnFMO|V(yi_dx?4?o)&Irjhp&z`cVCrt$j1-DuN6*k8O&r9ZcbF{
zd2eytR+%W)^QlbByQTWxe5_Q@*Ex;dTot7@SD5ZoUc#>V5GB#7%;lC*TK6dY#S_IA
z!KMfIDtPWy2*u3{X>w>hW=Sv85&XSg`!-E$xS4O+KK<OS>MF=?q&pd_&PSSvQay)K
z9Qq!5)xTu3Fgw-G*^Qs@A9QVVx;y*huGLR5t2>#K*VBE%PCj%tf4FnIg6gZ+aHED~
zV(uS?KKJ<e7q+Sszsx2Kn^Tl3c@2bqq<Tq=%O^hS7vy`UFCJ~E@>V!DRxpa{X9C$^
z0@*NSdnOY{HZ+>-b`+UVY<M_RQddkr4IjP6GnP2Z&Vu_{R01hxy-F3|6}dx)y<dls
zlNiGYxTdJ2NbV`Yh$S}asQho|?G=qV3)VW**4;|piY<`tzL{pXGN4QEAlS?5Y$W(e
zhW?&Xhf1s(ZLNZssG{J<K}WW0@1hi+*Xf#ll73-m%$hc>^VDb5ERV{VDQvd)*_l_-
zwZ?yojZ+6b;hU+?R5(}4Ntc?f1AmvdJRP1IkeK~hCok+RcXRN~`wy7ziveW&&P8J@
z?(4g?{Oi8hC$(oLDPiroH!et@d7;-+h!Hs(_$NjCM+b91zx&IxZ-<CPJqA~pvjCat
zOBQ|@khsFcf|{f+;FWav^{r!fx1p=OKT7}_5*9!}bRZyzZ2XG7%!#p?&Ai;LGvl_g
z%0HorLOdk`2@cT)CcX3SPZ6Kphm~<uP1nsZ7oZvuVlz5K84hPGz}kKOuQqAY0r~31
zg-{pbqyH5!Sz!j?jOxg*Vi!5*V{{iNoLUDIPJOqK%KE~C%mD+i))@%qwqqQ+^h`H9
zSOK6J0T?yJFQ+`1860sGIRA4yyENkZ3%2!;6K=>=9VD3Cb{R}WGKO1XzUQ6?mfqiu
zn9lHG_nDr)N39-lyYh$YV1KQt&v&XcYmszvTGD^z%rar@4~s0Rt|N|U@i2NA8Bz&y
z38br`=&*L5F!CV<1=9SN=>H#;Uab{oE~YUq^}2M<Vmc84LPG5uNNy5_cw2IL@u1K=
z9_ly8s30^HfkEx>(4ecF7gbrVe><SNULjyFj=fz!ABgX^+xLl(TJfLTyZG`vFXare
zppH3ky1mlRlKb_qfOO+I2xV-%_B+bGR-eG>@ZdEWW-<4)^ZxGD(cfKN5PaSlebF)o
z;I-&*L8RC?qQNRiw0*ZVIsTPU%Us1?knzk(W0gxo;nS9yE8~}wYU=wZZJj5JNkYrZ
z+rQ~1*UQ|5b=-xut!=VRZEjduF<a*D=j83O<-4+Tw2sT_PL3J8Z2J18u<qlj*Tb}*
zh}00|kGl>|$NWv2`65Q-s$TM^Q1R%SV+Z{^Q@s45Nh8_?YQ#Z+7}Y>T^xwEBPLsHN
zf(Tc_gL_&B=%WX|YiJO<AMzOqnn(acFJ=%9-X8rB_iFGg1b0Xx!BB;r5NQYZZ4is6
z4T0+(DN`^kLb&2czw(Ol+7=hmau9WbOS~ZoAyG)QB9XH_hH=@3#WPq9a}FUwEZmM0
zQ6R*3z<^f00GCtT0Z7<unc!O%z(_*Zcwn2}U>p{k_F`nkh9wVkp~D<7q*5|rm;`zG
z??m|aqvhyDrltyPKvIF&gHqFMfZXc3g9qdgPEfP30*~DqwAYSNow<hVEZZNDIF^<G
ztptx@QI<UanLNaJi1ZvmzcWxE0WB~}L5pGfeJ6rm*8UM28Sv|eIUK6K-t#is(>I%w
zz@Xm#nix2ocssEAHamji%u;pP`}L8E*^GyiiMyw}`dG(mXj1dHgAcjU5)d{Y{z;jP
z=Vo`!jPI2RCC66Yyx2at$dQ}Xu3zJ~YE{&C3m1|U`QiS~=%37|e=4ic8y(PhhakyA
z_4x62{u4YwsR-WjNHo5w47$C1`GIQmvvF++ZWuHmF1kzMi9}i2FARdF4Z4MX;@_M=
zA#Gaf@(Z62Lp}$<+7g(gb?{+Zi#LC88Hg<mEgPViL|;#dk6jOZiAS55OCi%3(dQvN
z(;bD6utAawyar;{wREVt0ZNCqtvfP@bkoRun}f{uKM^*K`JbgR^JlBAIB@<MaoXpM
zMH1mhk0kK0@GIqlcI1L2iC4llJhY<TwmcX}qJRw?vu@*e2?w1d%Ki)Yf$b>}x9A-(
zx|vyE@Xr<v<=O%NbWR~ilER32!a&^sH5DZ_3046Efd?rVK~WK=*@&Yr4OwqCx(2nn
zgup@9z^|9a+INNLC*mI>fbvN6+ZFWE1x|)V-@>CM&J}X;56+-CQRbz|s{$e-G_d#x
z3?;o3!QEW5`L=|L5foFLuK@t0@FP(VeE0e9_rNhtAdX+UJJfC)9^rX&WkoPu?xx5c
ztIXmgqpZ7mr0MrfI(O3tX5$B5HGjaDe%*Q>jw~0&6n#HXZ90!px>}!p`*_F+@#kpX
z;JbW^$^*@(d*D+G2$-e-KAQByG~wyTUNPe$mPdNAX4FrUhnel}Tr-X3U@Xqlb_e?b
ziSKQy_Jx-@`cFjP^VNbL*60EYksX7W$l7F@FjqN)_yM@^fLW#2NSS$cW%?IGA?k@V
z*AxHv3;(JM<0^kTv~t^;b(OQM`s;bF`I<*?)8DVOoMf|Z%KGEt`90Mc&J<`a6~51;
z9dc+kCGh@}(ktSi!zm8<-+C&a78YuYNcvicwKM5z7JV|O{rsO+q0O?vBrSkVu9$H+
z$=!Mq#qb~NuEg54)bg8F(-avlgm$Yed_uRo(vc?Z_y@(crd-wA>!X99c0AIir_YeT
z*NB|f<yW%Rlfp;I#xdBiM#Yr5a>N4Md)Ms3Hx@4Q^^Qy@Vxe~GB+lOFlcIG6Bh#aZ
z`&}w8iA?&QR}?c-FlrAJl>HWTGW5EUmK<sA8@%=~v$vmCf2!*NzJmn2Z~&zNKHq;t
zHSI)Q${^bZ^b6qrvY{dQdytCg;Wv1Sd56Z(yV3Uk27w6A6fSQSPV6NRU(m4~QAQqe
zI7J4A&++k-Dt#_omKwRhNBoi|=toraaPaK}$RVM?1q`3)U5<=8JV#l|-v|QKXiO<H
z!cap$SHJuonA0-@lI99htR;Tr+(~=EZ-in2bM4HB%^GL_7lMJ3*T>}*#DYet?$>hQ
z6J0Wge&$~LPJk<<zl2y~2yh{ZP@%MGm4y{rtsX%hvhdf`w|H#VRBK+h^?U=+3!j>Q
z&H7nBq-TK26|81U@45gx60Leo30IKsAYIUM<)v6ip4_IWYC2L>wDer90#QEWzw3ja
z94XYIoyx}LEbQ|>4}~r=3GHFinnNcpiqbB+__R3JoV|h-Vl!qU-^K>MzOdG)0#XlE
zmt#XkHBw`K9o|C@KF-PDJi~ecuLXpy5BlUn&#<(f0g4n%Q^5KT`k)`~gszl7;c5`R
zT`%!q?&d>43j|-HT>)39ll8A$$H`DJSb<kc5Oeaj#NX^m-d&EVFbmpkorF&r-=zlV
za*X<So5%OGJP{kDIbJ=5V8x4DzabYQ63<4$rN;i3rp2Ba8)kIR_Tc2d4%S}|p`3Uz
zM<c44)MB%(16MTkf&~rb0~>VduX?p(MB~vyXZwV%_xp-xM_!x8FV7#?LT@uvw?Z!8
zD3Uy3wN$Z~xH`?wqn^}p*bUP;3lq^`*J?vAqFP>5$qr9A9;#ZMr)@2*z70K3&aDWT
z$?U%CI?OD#MSwWon3y%^lSYZu5oJM2zbSLMWb~UqPd08U(dK$#FkqgV%&6)gBiE|R
z@0Jv8UgC6{)-J|$H21qZBflgiZFb7CMauFFDY@0n=++9XVv?;^wq$X#$fnUY|J5hq
zqgJ`T?j`K|)!v`CH0M4D2AUgV8%xl7b~v}7IUSvm`fg8Aq3x>SHYY+-yH=+!FEU-F
zVo$ff3;&p)QsHDYjJz4`WtuscBIp<w?Y`nMtEF=<ZnNZ<P(>{TMO~~?=OIYuOH?GX
znJK*ekwEn`hH4O~D@~cKp5jnW6&1&zXUrwR^u`+0D0)3k8a_jPmOTBD0wb|a1}!x{
z1u{lD;4Wq@jqLU+6yvIU=SNPWN74DLk=dIm&sw?I$iPvDwoW2hpGK#Oj3)z?JRn+R
zXvw>*drJg|Jl*TQJ$A<(9wcGA|0{>II`nOD0ey{>N_7nBoBh_aJ^H+*RIRTgTFKgv
zeZOw@r>{4(+|0TC^9Xl;|E$?fp<2tHKjqoriZqm3MdkUp;2G-Znc=y3<yEEv=T?Y<
z?v%DJiQ@By0uOU1m}E&DS=vPWZ^frRzs#(te5Jx>yPutTHijv778e%M*(nKyBt9Gw
z7!a*U%kbH9+3c74qHo<l*yuhqEh_%a-0axis`v8tJ-F{U^54wiwC*I+@|BG?6nXE?
z#f0$4zYUX@#Wo|{qzBVfw?YAc0&Kk@gd{}fobp!8A>3rlU6}6gL-``Z$iUa<ExUF5
z?ykZAjm~EltjLxc+~n?r`)A?6);i4aAEK3+!59_Fp83z8a7Pz^@zyq%?c2fdKR857
zz?3ykVCCYAl_KY^Ee}i*>#+jI5neLQjNYulwhki#-Z-7+P~Mr(MQI_wieC+1&{Hfx
z)bSnx_$Qdkh)&TpolT@4)3CMexotOeKfbP2b`CeE()T8XeP7$>o9x8F$g{qglwJ42
z+E($g)5?QClOYPR4gXbk5ap}Cr@Ni-ofWF?au!)hj`w&|z2@(JV(hT$|EO0<c{;V!
zySCZ2!}5=T-k6^Cn5DkGI77xdYn<6d?zmQ*J`YVFik#c;AM8fnDzXfSbirX)#9H58
zPhAmP5*0J6kcNLETWUml_}wOgVzi?gzO+TToz}9oJa1&DrDf_N`5uFV^dX$zEn?{~
zs6OS0{Ea$MY`3WIF`lLEEv|d62l!L43lA}<{5S<{GOp9tj~ZUm{rFYHBUco9<Ph3J
zNb2o9<f{!ZJ7X-~0&g6lT=AGr+4GRPBf=@-0r{RsEe_gW*b)EE9=5Glwy<WlDgXQn
z;17_cFQ~(<$-CFv2OMAXv>(MSy^|VvV^g_@e71@BxIgn^r*&pL@N3hh=9_)v{e{xP
zv6yAL_4n^ZMt-`A48Qm^Vq={*Ynjv5DAUv?(fmzLx?xoI{>*)uX&JG<Qx6=Swkw^t
zK9m#VN6pP2f~E}&gkce$I)%^xDT}-%xDqlJ*+IwLLvanXANW@fTT4qKq%R>)u-wVt
z`A$Vu3`Hp7gd(M#AWNz_$O4d)qXC|V|6nbgc!GLDv@%-=+*S<aSUD}kLI`ezSa2qW
z0(lgB)$R0@h59y35=2y3g`+ab7U8;hVuASXv?<!3i$&E<zluBllD=!TC3@3g2XueH
zDnEx%oAfX8d9kCFHKO?Ms<3JT*pl9PSRhu3EqVaHq|$>?jh3s@;;PX7Zo=RHVZtkh
zzmRd)MvzsXHb+0j{Ffb(^6z&Qn?t{R9iHM7Gi1sivkp9lOO_-s|5B%v_ztWdTJ-ih
zjEZ6*f&=dq6|bPcLcTK0gSVY+H@zkMAIKayH5MQ)6jDQc>q3J+O|pNQ7=OxgF&T=B
zS^LxUHh%MPujUIbBzduFsV2RvLT1_Zxx9Is*s92?!{?P}pWZ*WGJNi;`MX}_rb(Cg
zq;ksVmvu8*Cz3{W?1|p9Qk%^tzqDUX2$egtVu^1!%)gvu2ft{N+<@9k`M(d~!&M3X
zeI|kPCO$t+0)MIp&a1ziw;(1JJ$q1h_5hY&P0B9Ia~Q+cDzoc&GFE7`R2N?G6>r#c
zxEO(y?$yK2U?4g7Ju&k|S9njIm(1@2U*{f1<KNrtLaxI6C)rnpi9Gf1$({2FV2KZ`
z7iP_nPtR3@+~n5saEXl7mk{YA)B7HWeyw+)ej+4G;`vcmMu=mU2d7^>aGAReuP?IR
zHy`$2uFqp=Er%DgLbKtV95-c8vFn$pa>X-^s86I_h4{{CL~Ro0c1hnk>WRcm6F$Ul
z8|m@4UBmZavJqqPA5S5yA$Nz5@68jifN{T3Y4QuF!*%vvzl4~?=LiiBM{I)fMat+U
zB?@mo(#B-0)x#h+L7=XEhpq=$K8|kKzAu{b@;wGs{426gH~bFu7)R@F!Ws0`!bAQk
zA8bla`rWG=<9=&bF?7RF#5f-92MpbGp$b^k2_mt7J&Nr?Svbd;a%&4(_tvdv(u23;
za9+ptqBDm*QiuD1*=VdiQ1MBanhESNB%v!h+^-43gVo4>(CyiDbkB;cTlRYdGKm6D
zJ~phSlIbFnyU9OsHo$V0_<>wjTbp8PFd6k7Yp@Qg+w*B?){?(?-OTb5x0?P%Hjg2}
zzjA&P;1JMe@6Th_mPEIx@=ffK)=y5LaB%cNwSORcka$=?wA2><QZ)XJK>V4e<*1MN
znKL~TwwsjD;X!KajUh9trJ-vz0)9I*9B+dAHmRR9pggkA|3!*fzj)>m=&g}rI(ma?
zjw@~}J?4U5JnUgIO`NMzhFIE%++mIEpPIlXzXLa{eEq?vb&Ck>jVI}P|5eRDd|3&u
z<ZJN{13z<awsCo?f1c`3+ke)(Z{M?9_V$&JUQ2e=1EVRoBHPC|r%Vo^^w@4tzs<d(
zOB0aUA*;0@uj|2a>$NV4XF1hh6SVKMf3gR;Ii5Q%Pu7g@E-Uc{-ixj8c&`J2#CsB7
zo5nrRn%9YRXT?Awk#sx-AuOhSMdQ^KMr`JM8Fti9vXrImgJ3t>qv(yJxt*UB-#%C}
zH?w>ZTB5@;Uyv+0eWh%#Z&F_-%QOJj2b1BhDu%1|XD0RgR?<zYi}63MFO<#o>x`|-
zQknVmruDG&gpXOf^hj$`Ez5F;6N!Qp?7$yZH5F*)M8p^HMsdRq=m!0DJKe$~LM$;V
zvm=UPMX`wZ1s(I_4LI|nFMc5yP6DV`(pt9Qkr}TrLL&_xa-6Wm4=~Uj^Pd@r00BCt
ztOSRw3Eq%BVu~!KWCMU9)F_n&UfGQ|6%h^!eZWgCui*^Q@n7}_`$JbbwS$*h=xtp1
zYK%lhqY?)(rcjf{;uBb;PZr<{HY)F3A3xes`O1{t=DMq(bEs>5C^n*DeOS&xYA=dD
zR6Pt=L}f!_NAZa=kUNa!-??UFLI`n$ujF$-s~j#8l{6C&t$!jZl4I)le~rk%mqo0(
z>PYkbSH%)%N`UxG<Uu{U<-y=bOo5J6GCU-}6jJLGywBK9LIw{e#RrFyu{Ew4D=${y
zI&1KqdvM7cF@J7Qm~6#9V(hkjKKIOwA7rWMORs|@&<%qEq9TFEvsr0V+3BMs-xS#?
z!<cM2K6svkD4ipoyI%3O)9808{zt(4JYHiIUF7wer1k;*TV<^x+YV?%(ZW(@qQnY3
z+~^R!6;752t&?VCZX#Gu<OLto4rqOpg<(;8$;Mhw`C5-gd0=oYziM5j>TG|_m6JXJ
zl>!t02@oE>daN^*Sv=LuA*Bo<3wNV1QgF0g>{<hORptQ=X8z<XvE)+b!G|hQL~eZr
zd3QD$V}2VCNc_3=Wx;0gNnFs^KLoF&n^8G2pBqyDb&xC>tM>}Aug$PCG|cRVFe$14
zP`B6T$u0QanG`JK5GC6>iq(Z+7L842PfoKdhtn)h7?@l%Cx;^jOCw){fdRCP^RP4*
z8tw+`%zh?4Pn;^&KjppEoc2~kRq4IuoJdOj;B$5gGnD>ZRbm}qPw@}F-7k%jPOfhP
zv@9&WU9_G(@-}rzt-hB$&vA1jmiANybrQo9`Lvk7MEono<`?tV;zn<73tags&RIv3
zW4kNYzD(X4Ts*cj+YC!y3M(plkm5Ay_|09gvGQko%KP@Tlvg|!$Op1WSs}c0I^mbJ
zcdxkkT(nbUKI<ktS|J{*v9e3L%@umhIx1rLlYNa)mhhbvvk}`=@r_b%bMic6m14$U
zg8a?}NjG#APNa0Px<rACwZTgcB^NnSqgYBVZ*Ia~Doyef<L~yVHCd}{#-ym{^@>rq
zINr-dS%fi!^D%RhXj+Lu_{dOw70X{-?z>XvJh!X)z%q18rZ`zs3i3;c$Z-`{>xFP`
z5~VSZ5Dj-b<s&00{+<wG&PkMcT{<pgs7%554rysb7w<1kJEgyZL%z3uYjSQxDI9;1
zCbpc@^*}S{BUm^jS=sAAxB0CwE)ZWWuPSv4QTR9Ju$SotPi6RKZFT6|%0kxTF2gFn
z<#Od+zI{}K`zdg(J(KOi%NaA6MN<v4Q7RyP@_mj--1bFCCOg*8ZDaYo@G)Z~!iM8=
z_F^1wnR|Kk=U0P?3En@D9rTovF1t%jwzs#P&eo;5gPXHLNPN^MRl(3|;DdDij1wIg
zz`qd1i&mpt9wj0b>bW!&u}9x2fSZdNP~%a^Im@f{xCx|X!zHSBzr)0JB=BVt8q8C!
zwpfo3NYgA#KEpPycc1YSZt-i@T!KIgQg-ZoyXF+CW<C#h3UqH=ou$#(ZYlnxAs<`U
zDm6xZxOi2ele#%_Rwg^2w-?~he6+h6-%utqm+Ojr3MR8jS6qlLY@;`N4fXUogeTn!
z(00{szlwBmr~YHTT{*k+!OW%7+PNajr7F+)1Kh=x&CPYEX1p%5QW!uL{8Qw4Ox|mz
zcNsT{NklOX6nwoR1~mf<OKWPrK71|B9mx8t7#{q>p~R4BV~gx1q=$LOxKlFR)BdRY
z&Lt#Z5M9ZGJ;fa}z<7TRs#x#XnBwXE7vVd7d(jB;vCRtVb%7SxT;7${3?dVma_8C7
z8??g%RpcQ2iVJU$+i(eiT7m?mxSSDbc#H46)#b-Dn)Y&}hriol&HEPlIYftegu^Lx
zqwUKDr0AS*5t3JooI3lpv$*5$WQ!((q#+1`8uu$(*7Lm*l54t$rmsuxsM8~&?zDgS
zc$HSQ8Mjj}MbSJbxOtV<v_G-c21#$bYJT_T`fS6EmiinSsTqHfQ>t7z+cYz~O-}Z|
z%)GX0={KIwPk#*zMNCx0r5&WLCPnmyWSze|$ckT#PH#(!tWta=gh9Ezv{Jvn2p@2!
zDtpV;`U&6JiBNg_0;lL#gkS7Chal|*odNuU2vpxris&psIAMm2V}S2PoX7eQuZZ_B
z#Blm1gX3Bhm)M&Sbl5C{b4y_X<);JdNm2-o2k#Zg-7bS;gxKpbt*V#t4Qf%*(=jRU
zC5b}j*y+BD76bxK{P!B%bQB+a5H^A6dFgkmabJ#Gq7v+lO1{FblHZ|hq!@?@bO8SG
zznFQr^Lb%Ec9h;vKMc$RoZBkrVGnN@@W$K*QVN%z^9j^EVgj*2%W9C4{ksEE-ihcS
zQ8V%Na*wY<h(1@ymr2c+q^hBf^4@{#Qj#cgmc9K__V@xKh!pg^1xy)&!5_0|f`BLk
z#zxfzxa80(tNl@Plk<dSi{V(c?wEwdoVeMa2l{{KP2~RR-Tm_{TWJ;QFPQ!x{eNKC
ze0a!m@;Pjo$wIGLD0F4lc2`pU>#(l7f#Kwp(PW^Z)HlP1e-mOsgt$&~+`_vjN6-pT
zvoik8cA=!^0s;qT8F?5d3^d8P(1d_SfLXE+FY&4e#NW<-$6L-^5ntG8^yqN9VieDE
z2jC07@mB%$@F;<i+>_-CPxyI-EUCvLSPW6fx^=&X{0sMkeDA^&*`@K%LQ3*-a|l@E
zV*fC)=P=!2h+qboqwnGT-UZ^9j+N1f3+4-`6QMdDol4S`1(9O{WiLDqvs_@TZbd`m
zZNh&x>U~)*oVgzjF5*}d4EPA>)iXwc!f>-uHOAWH^V<$*2>O(%2;TIudSuc%DB}5I
z<(TzM0AIid%<u*+82+R{u*d!QVSO-#=t-_Ya=r;qnbrFb6~<)pu2QIPB4Tx`%Y*N?
z)ekW1h?Ed8g#(qb`nIL%LD=B^{NGEvq1doK(2Xdt^`e8nbJ0=wAlG|lq4()R58&Wj
zh`0_@W!{~VmxN9h=aEV82g!kLcsjv;L4CcTl<)!lwx+Kvqm;x)`j+mS{spJyohMTU
zC|BrMuHO_1Vk12MQ+MtG&C}{Pkpd5tzuj+(5a5B~zvBr1g`Nyf;7Z-D++@zLRz0F;
z5q^mv^3g8)?jNF~;g)|pn7pXLRzMeMk@wO^pvkYL@uI2e_cyueAo&0p)t;yQ-Ac(%
zd5-9Md^V$td$ZQJwWKT_ad>CV?^P(_3M&r>)00KFDcj1wTtYS>H<ubZ5Q56kXAAH~
zS=zk^{SWaS)=<08BsEN-Q+MP}r4t?uJwJOnZ6yc6!x;48?0@NbTvJrMHH$|v5fZ){
zd@K_K{0A7|wG2K0AcX?+er22;0MCJQVs<5e7s9av@sAX5+XKKeH8}$F!}0Tju``bn
zrXNMmJ&yl38NOc`ei<DarqWrMj92JH7ElG+o<M<M38nw1ObSJJzhfJKOMmXE`3w?<
zQOp_Ko2-kq3|ueXJ<g(_W+TOS9PZm=d`FXzj-bk&%GFkHYs!!kWjtJJLc0nD>#(2W
zb3<kfYHMmE+pk8I(dA*{_$}U(hbl7)N-o)79vDo#&PHxX*&i1^^Id&k_gp}#tkOA|
z?iTH`_QBZn7|{w`>He+Ej)fXpX)Tr*uIGe7oEIP|=TU=P02Yzus0!fba4aY4nnnai
zfVbPiMjr;E<`=8nLlR;e398m%YIg__Q&-B4cX<qZs2=>mbMj${`wH<~f?zV<Cb_nS
z>;RW9AADCQBAkbas}|I?UMU+la<Z0*z=FtrciWf8DXgfOodJ{m3ixuOQH+e=!!vqR
z3s)(Hf})7Ax+#K+IK}JSe1-Q^r<2mh(}36w3mUz?ZJ>56^P}8aDm`DqEqFsgUaO17
zS9*jR)0rvbqN$84WWI#Bkg9M<Ls|kFO|63Um0@I=-J{ElQMq-8Y?T4!KLBeGJo*Y=
z+kRy{hZHRWZwDAlnGwMO)z_?h6o~$Ey=};Ov_NomlCCceWq@TAtQ7JiXPW@H95wI{
z7{C5<-JlS?%b+|W#qddrvFcAw`gZKmgnwp7Fhvx||BV$L+Zo(4RQUf>Qs1Jv$V}jc
zZr=p|Tf3toHJa-fLSYpv+8gbT<2_Q&rExN;=GvA%MN_#1KU7TFSSjj2SH|0(PQIE#
zV>~AhfTf;7Y3hC;R3wRfK$zS|OGt(8x0=drH-i{kbdfg0Y*qZ;cvMUB(+hn*WtPJ+
zw$&2r2L_394w`wQnkW{U4gtzu7LTARvFj=%FfvO*yECZf)HedG!ZT@QYC^nN_H{nm
z1;KIP;1<-h65+!tk3?*Jdz2o~*gzif<pm$CRBA?-hD6iiTqx1EHYVf^S2eQZlIiRc
z=s62O3GzGdiU&oDzJJ^rCM=yKY(5Cd+E{%9f$yGv1XY>yh25M|7@D~Df%mNyb}zFW
z!@rF1dG2VJ=meLvhvusXx4$&nJGs6LaD5b@6{GTxO~5%i&W%y^t|~ce_j#NhS6pa;
zy`qPUsfN0r<KvP7giHW0zq5qAy)~EBB)`>&MpNm}>Dv-YyTm_Gla;q%A?1Q^42>_U
zOIE5IF$J)jQF%nmSJ+V5*O4Y(*QH)kR;|;!t}}mr&gA-hOSH`Xv(xXjv;{crHI<q?
zyQE>R(2D{XCCa3C$?%IQgO)u@nBG7E9i~&In7JZ^bew>gbP*NsHeY^}DcPL|7R(J|
zY@=A$1F11$3YOF-{GT!(irR^5PHVA-+wzcwkdbI=!ysf}7S_36r&y1cW)x|O9R6T0
zUYY5a5T^N=tRxMhJBY0)4NBFw(Ts+c(l2S>JSt4T<RsD~B<ae~TYdETv~&{l%Q?`=
zC+OH8=^utD7VpR|BT&1e^N6$fUgDUV9YM%ONlo*{M>iQtBZX?35aw${Tnmp?!-u1b
z(wBNN6@G|R&}XEi1S|X-&}q%dZ?Y*t8ru028;ji-+HWuq`aO-AX{&!6*^FS>yrL2!
z<Ai}j711qD`;R1{rkxl^e}d=s3p^iz9cig@q95@t|B4PBDWpqSb8&TDg|n@_CUO8?
zC4zkU`al#Apr>>3l-???A^|OR7<PUbvZWb&Ryl}oytYF)h^l;qZ*0cAdQ)|qn{-iw
zb95)-fiJ!~^a5TLS^=E$_+3!e)FzLJd(sC5B2P5pQ!M`Hz!W@P9bYX67#woP2r6)Q
ziNJQd1KUVF7oLD6qP7)sXvY?c?uHoT!H2x*UL(scucr6T>|5sYHi<|HNtWXJB~4qv
zQ_Y&)CCKL^`TO$;Pv-XWc~DpD{HoU3;p6F?<JE3bWR7y&<OQq9iR8O|C+mGDi_J~T
zoy~XKn=J0z8=u^rt7<bTA5nfeGPrls>!H#!KW~rf;7(fz*bz^}0eWBEmGGMEIb><0
znkU3VFu>zRbv0bQ-s*hwzo1aC4OtBmESOHWI5kQ#JQ73w?1>hY{Lj~^&sX!ef<<wZ
z+Xt6S@kom+*Y$)enlppIi+J^)yJSGu^Y~^lBA<Z!f}@#N|B0#pVV;Yz!0kW}&Dy+n
zP*u5C#2@d-jlr({0MgEBzNhf=eULU=MpG$bI%{&SOeuTJe!ADePcHTTgCsxRB^D)f
z4&wCExQhS-fd8aH>vF~PL8#-aZ=;8#UC^MLXGFjEe}6rbe*Grkx1IMikJHKahe)a4
z=JNx)e!s`B)Xes`*XB?YfspifdChw>CwY^svQ>9|EFHK1ZtPjGGMlrrSiNJm$;-0L
z$)7XLmT$jX*LJt&i*$3Nn6&J?)cu)zG86LBbN}vG&WqbRZB{yaA4AiL3{>}$kfZ&h
zxCniEp#<2&@FelV#Ujp1WYm*R3@Mzp-_IW3L3Sb#Y69Xj(zIknN1X@b(+HI-4g5kl
z9JKv*AvjNiuawasqo&O42Xu&TrPp4d1p6&=;ccc4$&wbHfSZVptOXeb-l5eOC}u{X
z$m_Te_P&~Ph=|m?!8ET=hlJR$p&M1P!<}}6Q|d`C3(iA|7t9Zo^>wRdq*dr>Kd53t
z@`Yg~WTX{#p~oJI{0k@zJ8CTX<5Yx3)FEo>$?IGnK)(&6xPa3N$K$w2FHzn;Zz9Wh
z=x~-3rz;y5UIy0=^{*X?hlrIdQUHjZD+7#9HA@n2dmE`R4DBUD2&b-zrh}hX59dJ<
zB<+3zEd_zTPK2RhmEpLE@!g@c2CWRA*bHB2+VL6v^#+Fcd(7`Y96D$ot!dq-y!cr9
zF?OQ%`1*^B-th5Z(^+Gc!!+Gp$;U0jzg&M$%!K?v{6p)_9vikUQ7<!Pw`^cIZ-FIA
z<9_WK!f(U&aBY<GgVo(PbJ<qzC-Dti^2tzNe1X~(R1zP&3YLdlpV8g*rhg->XqL;L
z3US($9ek2RgoBDYUzvImrX6H`R_J~n0K!|m!Hj%yKDrV67-+A;c)D8Lqx(4I=z%=4
zZD&Q`+oN5Zp!SWdzCf!yH1y{u(j`F59)SFl2-)Jd#z53t(QG66b_i<>>OCfZ?CT8%
z5H33Es=;=$FQV>T5u2)%KjjX^w^QL=BAq@I`#J8vcKoPlqB~z_ZR69Y?K6{IV)8H9
zt%+~W+hESa#QK$i>$2rb1Iw32mOk2zq1^2|x8}XlUMyL9r7dcRHh;JAh(qk(GJBQw
zQSl#drCTyXYUA^UM!tqd)rKij6OEy7E<?GMej}=K+uYfFG4{Ge?=6e^tculUiy{@}
zO_dE5<O-2w6+9?Yjn0XZ0!`Y_p*^?xJa=%N3ifL)VxMp!0oh2-%ZeZ2NVE>;>wb-Q
z2fUBT`*|W&FpyU(@E>jqaF8!-Yz+R-SsO{2b!`>;EC=bqb*^an^ZYL*JTbs;`Z5)^
z3Z8_JZx){V^lVm3gpX;}=Lp!n9{3iV4mJ1)J6E@zk6r(pE+OXU;hM<#?$@68TaGf>
zql@^@G6yy6m%0h9j<UyCuy3NS!Wa-8#dqsb+VRbt9}`}+?od2-cvEjHy|@4m)>@Dx
zUpoG{7gfB?hR+7(%`2=;ZP0{SI}cmi&5<U>P9l~G;aryO$<wa^Lp>(K81S54ptrkr
zJWE)|idIo#I(zvns_%aC`+FYmb`(P!8!g~_*Or#RIyO5DSp-WUK#NF)&i(0)*;(4&
zy0NjRb9T5uiis32uTgY;uHtC#YFf(QHeV3-4!f)NThXD{;(<~7?x*uF4HuQCU*_*+
zw|yMBD!O~}m1sg>`j^f7xAT8gzNG^gBV_kclkC9)-0u}%HIl}g_zdA%goB*kIE5a`
zo!-rO@clV-8mr8Dj3D#7zNqM<$90`M=w)p61NkBg#@QTB4vkoL<GuvGK>-5>KdjPo
zc)Mx8!RJjQ)^q0^q;CE(RF*Wl<^1h~)&NnH=6t^CpHcTU=-4-ksB38;Th+vAXt9SL
znPiv{Jo*R11J28d_aMM=g*5Q2&&4^+zkObKh!XrBLH5_2`NczpJjzn7YoxIr*h{mZ
zS<qTzzPSJ=x{(!fBCL5k$GE%D#FHfrnAC>EQC%3->ifCw*YKRz@Gzs>G?N-nT~<8P
z!yB7>FxTonnq`b;e{lV&>tpZK{Boh`v=Oi9z6*ZCqwYf__|d%lx%6U}0bPq^1~H_W
zAj7H(r9p&Zf1#z1Sl=2va{*o=Y%FJ}Tg0VP72X+F9EMzwzC=B}f*OP6hnZeAgdl`0
zx-7D2H1|}L?SR<RdMNyWQXQ|53J#wh^~ePQ0P&Es;}#W;-arDTaufr?@zW~!&xveL
z_Ww&WIT9_GAju}dTu-K>sJI{#rJ-oeixA~DL>l5?z(&ka9gqZ5zKa+aj6R^mtSiK^
zN#YBXmH{<CcI|!q+I!pcL>awA8K=Qiai71LlEe|j5l*`DVm7IS>Wct|^MZ&N1nba?
zPwEby#2wJ~gc6Y~J-K&R2}Z*Gs+F4wyj&JgloRJnE>!V2!Z=HXBjqr18F)cb2Zvvh
z^xem`be!M@O0f<O%OLk;^bJ`Pbt;M`QF}h3c`v(Ts$5Eul;l})p~t7rT66bs@>o(d
zlwk^y`Ye|5eKAE8(cO@-v|{I<y0s-gZqz0F8wqDZbYU>opv1dQrK8kiz+9HcU&a5>
zG7DxTay^WK%oaL|CAdk7=LCnwv@g}pul=-%FksDCOq5Z5_LLg~(Tg#UJy3RSk*p_v
zZ@{WdvZ9<IQZK41K{m)V{WkhriBp*UpOPF=O$*_E(_6#l!ow;Qp`5UAq!_Pq4e_{a
zti3>&=`||rf;C8O0AW&h#V~?bXUoXLWfTu8<&4JhVAIU;0e98epW35DdbP7k^opqf
zZ_pa8A4w15>&+kbd?)|ySIll!&TM{0tx~SQFIe}M4k7<hUb^Gr|Lz*g1?jmQK})NV
zNm42K50X--ub@C?8DwHc2+GhO`Zm>S-<ZFZRNK>gueVoHd5OzY`#@Zq*3*DZWt^UM
zRxsX`UiGdD#df#SHi=?g;kUoGI)P&E#lvT42V9s)UZEmR)hX0fXi{holJ$ML%zSPO
z?Z$Jtw@-PSnje>cqbEfxJCS2h5CzV+Vj*JLzEq^Ij!8eSFaTB+x;ss{+unaqO>^yw
z%yWLld$dB^akLGT+&99MU78dpT;sF)>z7ea9D@oB2odzU#Mj4z1KuLifzq`?dZ7Rd
zDJWnhBcAw702yH}Z>z^Jj1t8jE70Yc|0rOX<^<kqElWt}hn1R2j}Nb1Ellsp8Q;q=
z>a{nn$xNe)%+mQ>@N3}a_%8y@Xn5(ARP~fV^^|PE57~k#A(;Nsby%qJnzE?+ZP>A9
z6!g<yl=-r9U2rJ67|hi-$&fNY2)<3I{$HJ`E$}WEX7ui@dqjr%6?1XXDRp{3!^kOe
zmUyyKY^oX&!J@V||C)IH+GG7f{r2QDH<8|<aqIak;~<1Ru6^^xWp(=zk1nh@Fh2om
z8pBzp-j>OMbM@c&T>%PVuE}R_p|FggrxDbN*^-83c3_Z9>v%7gTb#zYx5i?BfSP^M
zvde&m+RR*agC<yjs=yHv#V{aSz8t^m;Yi1MK0kn)FyexqFS?%+gah8rE7_3hL6n6{
zBiWPdMhbwYAO|$JMTtY`d<Uktmn9YqyO@h9Oz+mXl#qeVXD!_8=S%nyq^TNi@$AtL
zM1a!?G%#Q51nc`{TWXmd4kIC23F8UM-0(wwISSjXvia$a_piSs2J%SaD~Fc3tj$nH
zvhrY$Luj#ff(J)@Cr0&(1A|K1nyuMtJ!sC0{{Cip_|<m{_qh5O3Er0Mn{5(*+V4pQ
zIJxd%r!ZX|qmJq(CV?+sm>DI_r4~Li(MZ#yDN3{@Od-GXq!CY;fk@Q51lW;aYBIkN
zl^vTYEb+TIWh1JQlEre;t`G&z6$KI-mOnyK<W!jJFe|rq(ixXeCc#XPH&cUq0Yj5>
zLqiZZi$leCFa1SjXsmz4bzT_v%*YSlOx1yT^0i~XlD7AKO~WMI$HeTZ{i4JN$0u9h
zIl}LZ*u?d<N#|e2p!at6FZ!?sxE=SHw&<XZ%e`|O!oUU`EpG9lIp@ydBGU=9Uf>2E
zv+RN~P5Avac2Qxj|2@M@!qtNoWbpeJ913zEWxHT2c)Ym0Fij~NgeJlkv_TKL0x{P8
zXRUVU+^g0Ke*>M@sPDW&{P2JoW5xbpvx`ozzc`x7Vs~GE)oL_#q-HknvNqSf_0H<i
z+3equ93OTQ*1uA$Gk+{(O=RDsUtVKGMXvX$F}?qu;UHkl$Zx{*J%dS&X$@uXa4F!>
zto~j$lHdIDdv-Hwdj=vr95``(Hm#1G;ohg`Y1+NdLHCB{&tEPE60}A#W}z}79M~{`
zl>$vMnNb2!Yv|%BtRN%e2ILZz=wYtQoJRIoBgBI=1QySkI1CN0wp}Ok=V0q1J8%fc
zEOL?_kdQ2$|A)ov2ob0J7U1cMT`EBaKZ>#@vu4X-y5z+X`Vo&*U_v%RJ$PXWM^Mml
zvIIh59XOzLQ!m1$tC575&MkPOT-I$bk;fye1NUJgHM|~8WC*nG5txvsR>E`ywaDqp
zBFTSuN3hUzef&|)=I9pQzVx(+%5&_ypJyTcA}X2WVU|Q2x1O_3vQfp#MD|l0SIzx<
z75A(r(g`i%va7%$us^V=oahP6NTEcDv?q$|MeTw&Ud$quc$Z28&>z7kPdJ?=ec-y#
zpEbzx4Ywdu^&P_1Z%ycc=LeC~TL9#7D?`YcX@J#X(1L$ZM(t5E<n3h(1<E4!X<g*Q
zuR&$f4pp2kTv9J@@&w-Fd!d}>tC#NeF!kHbaZ7N}S#}=9kZK1$Q1F?3?9*-GGiVUk
zC%QmB*xwS4^q2&3phFlvi42rgc?!`X)tEs6IL#f<hpz$+6N@Rx<o@e<Yh?dnz-BJ9
zjQ)3Lo=B!F;5cOzM-0oWaUxt&@(yOb8j?GNV)_p6EYupr54NMBeYZq&tplp?aBp7N
z&jUB)B0N#8di^6qtblunG#5Nx3IW^SM*KxAD3Sz-1@<i-t8+mf&x+6_to(LgkA+wN
z97A+m@;M^`*QP$GEgn7<y)FGm7+d)cuZL5F3^M&Wpp1p@Sq#Fxdo1bgSogSxJS3<O
z!AT20jSHdISEt~|hGq2#AvWPZ9&f|tmO!&QQ_?@4hkJ{>QfO%5Gm|bvwUuS2$g@bw
zXtis250T)2k$KYIpR2i|;b^GC5`>o<jp_Y;32Av2tXwJ(+qsGB#PP>F#NS{YK~w4M
z5Wc#UwK_B<^ZYWt)PwThk;YJh#Vr(5h(j$y<76I;MAyfT@mL9pDq7~tm}=)LaYikX
zQE}<;!SJoPkex-PQ*Xll;P!-t*8$}m)BT8CV$zT>G7?`J5f66nKtOx)Z<$6D2jp}-
zT?R>lha&RNn2;tJ3Q{Iz4eA~R?j$L+@GhNrG7-I~h0Qt2RWp+<s>|Kyqj<C@a(5r%
zj30Hv1-=~H7k+J%{yxyn5Sh($sqMcb+n@AVfSiM$M47awD)kkD1FH->go?{ewMzp6
z#3@_Gz24_>o@UByzVHm<E9eU@%N=;=c9Ak`PiXp7HMP^T$D!r$IGdih^5s6C!-~7B
zT53xHpx$MC@U`;}e0&6_7&u$f=A=I_VmN=VVlOAT1F^$Ge|b)R`TAEFTfd_Hj$JcG
zjPF9x3rMF}UG`H2z5oKaFE`%q$p-OrF>m>WD@q_ehajg?UhWS{zvA6t6(6eP{%+5E
z6(Ie>NW*Hyz&@0??=@k!D_*|LhH18e{T#T`LiPKKxbYpOCI^{movw00ot3a_CY*TA
zkMydBy=q1eRVIFAI-9xH$<-T^qmrL%_mkhALU=!OY6b!8MRKYZ<PR_=yAN!Mmo%)G
z-F@!p?4$Wr(^!yhJ*pbHK!*$Yq;LfVrQ-!ieF|JiZ!ZHZ*R;79si4gK{`5c7GntAQ
z#XVjM8nU3f+MGp{y~kodJb^NwU>AwVL)ub4a}6T0C;%0*N_;Rt=TWp%!H3E4TGG)1
zX}TW~PL`~Uxmif`4H<$}&L$W+GB_`+2u-~E4QaQJ3|>P8=#j+dDUhA$5e4!h5O3Y-
z7Y`xiY#B^hz*gZL)PX6K)YE?tZXCczr8Ab4J_X8a6dxoO18TRP@>V9-i*KASx-uo5
zwDKiNA1@Elm;LP8QKCtP!UU0~!u{qV5f3TLy@Mqn4^k1poZ0+L{DqRUr-Gt1Eb978
zj&b>^9H6b2kF-C#|DT5<xELMGU64fZmy1*79-)>k_-lFVa)1L_f!sKKM_M7C5ZkS0
z1YXChhaW*3f@oL7y>pkk$P@o%|5m3@bB*Q>mK8z-_}~k8E>`&lm^NP;vS&rVa3a?w
z94n6wV<ZE!v-IzBMNHv+7G5aDF(MdQUEX8#R`4sR?6Wp~OHR@S^~8Fuz)8|1?CRt`
zs&TkI>_|dQ+~mGtyUzV^yogr$zu4u-N~1_#iG{%CL&Z()B!yjNq&e2M*;`u3PFTwG
z7JL9+dlYe#vUl@QY1ZI#Gm?;M@Jt?IHYlU&r|ZLlM?P;XCpHl%;FnCJc-u2*e;>A6
zl@criO8?nvZOOX5<8)!es*~(npm1X2<F^^3z|VbOep@um*tE-zR^J&V^E?KpdsDYs
ziz+*S8U^J*ntz01(g$NHRWDeSM^xOtJE{%XzO8?pGM-nmW60m}SGAIULZ0&!#yUgK
z8b%8_<SG-_`3Dnnj*51Rjdq5q|4~Oxs#CahE8WHxWZSykOEBuS8~0$YW3zvdF~Jrd
zH0OH|cG;zbD(<r9U1FGeGU`<2P&$8aWjB)wQo#8(hC@N~ExagIPEbT%Sop6L!ya?&
zE6{%M@5en?2UdXeKJShg-!Xb|5%A<N-0;3&vUh~K6pCWIv2((;Dy#pNL%|w~Rt8uw
z3$G(q42X{Dkq>%Bq5Y8ge+qDbpQ5*U@YY6tf@415L&7_v&!GlOMmSpm3dayNnTTLm
zBXy`XMGG^V+I^H+r>gi&w_PTe>;E`9?`W$3KaSg*OLoS+NM;!k3fCqpJ7k73GRn-l
zt{pN%_Nwfa?7fmbB9e4%+1tf+@9+Knol~9u%Q<~MpVxXkpU=pQ!4jK^;eTJn1?%4{
z36PTspHcE3QS+aiiJTlsDau|`$`Qi)t=`{o7gU5z&_+T=ca$qnJ{w&D^Wiyj7*JQy
zBFSt_uL-vh9v`|uYFyY%tRQSI%wo?&Zvv=y#kED1X`@Xi%Orf1=@5@nJyg@Zcz7;+
z+~#!^&unY4`pt)@Wyw-oz*XbvqKkWAXX~j{&@PnPCrBJ5!j0H!QzPUhPkybU_)-X=
zkI!&Eg%F1?`@N;|p$dWGa7_OZdVjVUx6!kZC&k>+@ddM6pW4}TM2w1Z8Fs_~-l(JD
zlJqHY-&+5^hzNFfX!$Q!Iy2Vi4d>A{ll@+RG$Abk9hnjSAtZ`14%b?*w)zo)_VMIQ
zg<JTEgT*#>!0@`)Yg|3W5_*H4#cp?>9yuR%cy>+~tgr^2tP_lX!v^7Z_Mt0J@ZwN2
z(z-wP?T}ep1#OKiyKA^Ci>owCB@eK<@EgV2_bwV8?|EH~dCj)}%YFDGsPRRl`}pIw
zFVX>?wzdJU4trKlcDfF1p1v^jwrnoF_3+L^{agkP0UBz$P=vx2bM9gvni$xbK`s8k
z6u3|d&AYzO(Y!ywXV(-#_}>yWfMkS`Y(v3IURn}9m)$#gTI(vk4vn7WY>f|6@8!6j
z+T4WZhAXfy0R@}Y?O!wn^LI|@b8F?&F&in6`_GW3Uv}H!v-dWkClQD)-%<{)wgbrH
zv;MQc|Dc?+1jxCtZ%lJzehuVt(BC-J!V=04wVpBl5PFE@@t1DkOPhz_<gyS7z6>2d
zrmw!k9RXZJM6g2Yezil)&PI&OC%}0m9DvhVVDkRur@}Q#|1nNJoaomBMWbKkhmxI|
z&VfRoc5||;d@21G1^2Fv-~25a%Dvv&3y`#|HhoYvQ|~JIHP_wI(#gqsYtw3TH;auW
zo0TIsi^cK-=hJL9>uk21JdWI)e|gz^tXW&^nJ>4aj-ryjjTN-~#Md&k_6Fg$V=-Iz
zd*CcO>us1qDj=BeftNg6VVo5E61^#{sG_Z5dh!Yfi+-kr>ovTJ;=zQFhmXQViILj)
z#9+N0pEG|=m=pF*Bv=L4Yj;hkM_P#M?m)cqx*gBKFidla#76y~fM%bIRCu!Z5F8Tz
zx78oGrevD$tV#V(m(sJO(Zn7HFl#VWX`l{oG|{>dq<aceaDIa*Dn9D&E<@RXd;u5m
z=zNTf_!JpctRDVCCGv$@q=S0IMo$WJUsB{;2?0MMWDWFNnv92Qnog>PR723R>7$!F
z(5>Xu(+3WOJJug<aEYItwVwC_v%QHEdzY)%DObl{VVCdgFufluakf8WpeL~~sOAxK
z!Vr`q5g}@a(Q~q>mT;w2MB^KL(Kl;wyK8+f>q#x*gNS>!fJ+YlE{nk4p3v65D76$*
z+|26Zw6#%&=i~qGF@Kp#H~3*vU&=N#9ed-?C;r{r)<H5Fp6@Cf608>vjQ<efP_}mv
zA%tQ9dxKYdErdJ3P!<Vt8Rt$WcHStp#!_H<gQ`CUEItBGFUsI+a$7Y2sNaxM{X{f)
zqFZO_Ugt=+a2Ld*=^a{(EXv|gmM9q#U+b>Meh%KekZ8Y1Y1~U+Y;7QhB;opfFs9(_
z2b}n-*bZm$5`GLtxIDg|&jbHM7ajiVxbvJq<?TN-Yd4CoDdlJWV5fbjAA8|&_EJ|(
z)j|&gJY<!PB(l3%b~-I`g4e$`K5!1M=>*<)JJ_hY=$?Dl@oT-g#qrTR_oN@->d>So
zd%7J(Kjf=%;=mz?NDu~?nj!uF${kJ(H?eVJa^=RN4$U@qly_pp?!cKy4WfjL*f?h;
zWBk?d_$$rv+RAIlEns)IIT$A^zSvoF4o@U7e1!ktHQs!u#~vav_xOEw-DQ;HDs%x@
z;i`fjmEaokl35&0+CuqOQ~t#%WYsg67R0?B5Uk&+sE4ekw-1U0<U|(_59jioi$oWd
zs7rU(enL{!k(FS&M~R;($W|gk8o5K=S2rzDD-8od1SAmnDE&slAn9^Hf)%F_O8Bd<
zg_QGD`gBaDj8Z|1{_$DU&?I3Hdb0V&pH9D>6hjo3-g2$QN#I?O3c^()36KNnj_4K`
zxC~%MLpz^UqVe}l^4*0_P#0o2)T^;QsD_FF(I%NX4iDWuLrhN5!@RUX5(*HQl)(=B
zWN3zpr|%Nl??9k~o92$#dt(?mU?0aBie1f40#H!@ayUl?ZpEV)cVcv1Te*7fePL~E
zA80!jm?nf1<=L~eJYf@D;!!0tQrH;`_4%lHz8vPJRe`moJcWDw4E;4c2iJaWTEzYn
zb_U6j1vy2E)O1|l+`&brbAZ7Xh}|-dCVela{ODED&41y#@;LxN)*!&ud?>OSQbpSu
zL#`n&(4;9b2awipeeDGONUkLX5xJ3fh(yM77|*(*`H8aSDxoWyP-jlL{=haFrGMiH
z0!i(LFes}3w_z6A=t1}IO8@j0JJyuAen#Xf7uUj_FC0#yOG+H~>YCInxSi^+Zp&k~
zKaKqWt(g-I?k-ub1(t<tCI?|;I6XREiP#<?J8q$s!t&*Q<EamVX4>xv;+wVD>dEg2
z3^jO3cYq9b-zu6X|GEGFN6>9bIh?bIKX`4Jd9U7E;BBh2S(0|P5Jec4lq0X0eCgI<
z4Z`N0!^<>=h&v9TiKZXG!*#_Y=?nxPlH3+`1QZ*8c8LO+1e{j!idou+01TOh1j|mq
zn^7Vr*dG@b&XYKgA*>1kgxC`W&<N_<gn)}Fw+zD&)B^_`Hbs%Pr@-oxD>dPo5PnOC
zHk0m~?-67<I?yFVp^H6|HW_+HRE1J|xn|jv#R1gKRPx%H7#@sX77-IMMmey~<Y$@I
zriQW4C%#krGBTW~2_Bk@V>l}AUr$^{&&V(C_sz>AZ-5J<Xa{(j%&|7dz*IWqm-3Q{
z>yk;%9Subo!7KcFh0XCNTT+6y0)(Sh79~S`L(scs05~Q?;ol;ZfaD)V`SVbTg~T?Q
z7Io^qBY1(DkS)9IDBSkb$o?4OAR3MzM3?1F%zWo!qhPB*-1ifA067^Eoh-7}03a56
zM78EmYYZsS-8J@NBTr<&HtGs`R4>=OHCEAg=B4UVRv{zP@kj{&EM$!^TOD1X$`|DW
z1`IuX{pxq+#{JX$MM7(Ij8ip7eq7&48QzY<H6n~n2<V<C6;1PoO9}F1r4&A$S@zMP
zLIH;jgOz|E%U4q$um4RUy#&5T6;S>1NMrBo3Fics2Pqq|2FzM7u?1Ad3c~Mc=|TVH
zWk|9cZbf~}Gy!0dPvH%~2PGsBq}&Q%3+9|~1Xod*(H2alzYwx%Dw=`lK3~M|e3-c=
z$c+bWfBF9T&%LvmeQJpv>ic^%_xGsoFS0p?W21h{oi?`QUvv{RFS<3)8`RH4pNk0d
zZX5Rtt$pq<#QX|f7+e^cj59ibv}b;-Qc+b8ZPQ`;dqV^t6Edf)t!)>_!pj6U#6j9d
z?b2mdL};!;ngeC&&Pb>Q<4EP|ml0v<y~mRGN{p$TsZ-3yKTEyJsFd}2A=;P@m1Sa-
z=X-0Wr9G!Px%hpoDJMOsQ=!vEcuquugNgA!tCWKpmM01yVtmMfM7Al(t|=`Qf?hK4
z-)p(+`G|N8vXvzL#@${!3s%U*&#*%3!<wTXvr5=bc0l;<`A7YN|7^D2Fmx^`M7!(e
zLqKR*ID4ReNr!(KlqMUgg)&~0L0ZWm7fm(0c!Rt6j%?+_m`oLVDMH_F!%V;4xUWFw
zpJ8WuB2EU_>ipEn(oaUt<Piq!w5F@fHb<vY{#UH+ft0dAl(HC@8sxvIpM2s_^JN{O
z2nsT&Kk-XjKf}?*_k!9m;SQsckdoslE+F*AxMI0N-mF4*=vk;fblIHN&JpV2cdx_~
zk-mFMt}@rg|C*dW`ZxxyQ@`vSv-SM>QBIo|jFwdO4P=PIs#5U6IOn4B_V904>V5C~
zxX;XFD(A&KL3!_}1Leigzxq(c^q_M-K}al~FZqcKsq9DHCpa8jnAp&=>wKCON*;&v
zB^QJ-bvA>wGazOTDSO~A?*QY%B=-i;!wIo~Ao4%vXwJc?h)%j4TbI4+tU7)oWK+vQ
zqa7m<ARZtZe?CS>MYu~Hq9f`MXn)rmN7Ue3Qu}`y@;8xaY*aN<^mS~<<Ie%`%q=x6
zKB$=UfBD2Gby1{GFO<itYXfU8qH@pI^@#g^-xEbn($KS1KmOWrKmMBt@Vs*h6rJ*r
zCRkwxj8)vvoyVp$pV=VK=V{hkXx0PHnMux>)Xz;mpUpCZ&TH378iDKSchM3mr#D=Y
zBjh-}W6b+J=y|SY!41{^x$CefJ|pJ>9hn~R(e&_*_#}gtTUdu$g?=MJuZ?m9cSaQV
zwzjRJpwSy+zqQyri2DS3kbWt37{cJn86#S$2>&jd9jXc99k=|yY)ki-nEif384}<O
zvG+wlZVUhxu71n!X53?&;yji@9sAAv2+n@&6@+2_2?$j$>w?zM@3GjZqWy}2Kt?%i
z*4_nJy;;)VZ#($_*%{~<DrjVnf5lEa3W+Z+rm;00hVCSc;GSMa5sGlc@C{|eZjAqh
zcjb@_2pD<ntaK>{p-N>Al+gHJAXt3!!}e*~1IRhB*<LvQxd@;%g?TyipLd1!Vc*eu
zrblH>N8WG#Jk3n=oqD+V<GjsfE2#YA{%Oo&RI1!VV@qG>2X3bGRnrYt74By4j%F|2
zvfTHxclUDkpdZ*dGdZET88<U>SaWh%b8}g<v$xo?c5dc6?nB-GvAS;EbaRAOxb9Uu
z?NpX+SAF$@;cVRQ3Y4p26|LVVy~TuylV3uOYHu7sraTTHOUtyj5()c2CLaA9`QJvT
z+XVkG>>5Hd3IV&AymoL5#}K~b&|L|Krvhh?M>o~Od(;Y+yZ-(;*dbiNd6@qfHCVh}
z49rG$P%OGNAE?P+Q=mziDxTM<!a&LonwavxhX!>64VXdBC*M}+l8*goSD|`Mw0Mws
zeUif)VSbOg70VKByfw&1tZq@FiGnp^@i4SWbgW6NjQD7L5o_Rq{jnaS2yXs2x*!gk
zPBM29CE-V;-b(M(^vjJwdp(z!JV*53N&+<62!C8i8EcFuv*uC!fwF*khpC{5X%!yM
zMg<FKcb;#M2sRCQg&6R`e)h+r*<8QgNS_jG+fw1(_SLhbskqTG|Bu9io~YHQJi*Z%
z$>-y1&xP$j-q|*IG9$o7-V$3on9ePcRj@T|aVnYi-|^;-?<t2bwJeSyx4qT<9PH3-
zFo|)qp%MX{f)!cGWH^u6J!l*7F5B-WiVXYD39kp9zjBpO#PHY~hJ7_qs;CI2I$fO9
zt;j;%&f~nT|MtPaA%ZLqRMmqkJpDf?FX!G*XMewBk7fI%@L=$yuB`W<xk*GJcMrl%
z4|_9+mTzfwrDMKhqj;=s)oJ+tCS4oHztFYXwZ<jC`2U$%IskSMmVyYuQR39k;rWbl
z!Lwvp2r^RK#6=v)yHWo90<5`p3qK|i7<R!EF}uJ+ai<9OX84hn3C?58GH~qAB>Vs{
zuE~R7(T73m`kX*Su9B?Jcsr@WnANkG)zM45B3}$;2Ss}69vfx3*OAh+-Wc1#e@ZM2
z&7Fd?Gs@2$5@y$qzA&vMzQo&s68<D>Xo&g&MRDiy6H(VTl*{DEe8E>ATN?58@^V<V
z^HBHwUdm-kKu$uibNHH9?#+(-DH@nH=bw9@xWB@T$y|O|qQ^Wrfe;0Q+C!yizYNf?
zOFsEa@rIzh8|kR(x#B~}o=8eGphZF*OotT8S?z1+S>TBawv~h(sVFfIkj{e%gJi5~
zJy3teQ`fejglRAOz@RG112>s?&z&Rw>E+K=MO<%dkYrwh1lFnI;_-DF-1|MQwg7dW
zYG%#k)Hxv}KlHvWkK5mn9xKQoz#n?P*4_FA6)=T*m~69&Xkr@uO|g-C0C`!CAOk*M
z(HP}+jR^+&pSRy`Caaz+UJ%Avm)x>5|7Wk+<JI!|{yp+<0O}Ry!R4FHxUgfwoQF$V
zoVme!+Q@<F1x`Lu{{O<-(4@a!LGIacevak*tRkl!?^n`~RRnxr(Z`9Xw_K3-ir|30
z!d!yu24B#(cCN7*=|!847$ptMWy5tPg5ppDH5n7!gyON&r;GbPuGv_Tr`no#V$FL$
zhapN<0Zi4(9sYD|Bb732m<PS4-$S9_By)R;o!L@=&RDY_P@gsgJmk4Lknz$dg`Erc
zW^#U+lj0H=pWuP}vhq(nbX4d_eA_frIU<pH(C&4=t&?px;3WD?Jj`D2Kt+*Y6Q$l`
zKOi;-Zn@OJejHg6f~LbFSpnxzd;*vK2CpH<!4m6;2ZUgum5j7Ni6ID6>hTD#2}JgS
ze@Bq^bI}p0?M-WtgM{Wvlu*=Y5tX=Skw`Bv605etOyajrChHeUKufR%>p4<YQvO;K
z!jFiK6;4shTAR?Njm?5i9I3i;zf9_z;d^w`=uqdTlgpPjIn~LGw7Ha|>AXrL7QhDd
z-%cJGUNZd0>Gqp>_M08^no;uqiv2_@42}M8%>Oy$DJ59&sXKa2d2+3#aQO7+%bAP@
z=K{JyJhi(D5Agz|f5Y?t^OE(r05&yvw-huLUXMT7pkt)<0C<Gn72d!ySOx1YsW#EJ
z^{K{oYr^u+y0hDfXbHwbqQM^g(pU@YTxm=E;ujz|EsPh9%zm1_x^&c^*RY*W6mY=X
z2ljm-x*y`Td5sjleh%@$JGRk@rCEyl$#4KUS_gj|QqMO%FplFDYZ2u7V!&j@#h9i=
zG=Wk0$ert+Mp0%T>YP!dcKa&|2C|NR72W_3;)oRhKir)I5iKuamiIq!MNv5v#@P?5
z*U^9TOm(a(#QX2b1eVP^)-Zxv(@f-nvY5o{k7JnzpWh9p_}~&#q%+@L69VI>D+SPG
ztU-nj+xi9ry~1h`wWirE25Gg=e|Lhl*Ig-q5C|bdxXA(=dxLb*Q2}z24}<FUuy|-&
z_ZlbP8mAXEgX_>OGBBaqwpOk?Yn`rr9vZ!jp{#dco8c{IjEL=zl(Ad1cT1arm!v#M
zjX5Kdc@LM+n%Ggbi%UUtp}FQ`pel5y`b+h61hJxDA4rgWg9*;Xy#|dfwQw=Xhf;jw
zuL_i52IC(kYgsGVpYtWi@l)k6sNU7&-7p>!Djl4?H)S<A*it_JTWobdD=sP`A_NM9
z*!<`I33%wIG8eziE`>7Qgh0oNpI19ht-m)1(ap4v9`qDuh7vRBCT4UKVDz*<G3qA;
zikck~^5)$vDJELg$9Q(b^)RnrV!24UNdH<)&=_^fX6AA7C6I_b!zdgM(VPs?g!mQZ
zHy(K!(Uwq#Dhk*eaH(oLi%~{By2I6zpEgm-E8$F@YM@=fKup4PX@^0rJVC9w9Gr;x
zDFjmQDZnuAIPq_fcX5k2*Fq}$qO8^_i9$gLtnngJg_y{yJAd{<26&~Z)xmooAnCq4
z7K=V8iPIG<iv6}@D;khd5nK|2@`#+IP&){Rc|Fh;Wn*oC#aP7CR}U}Wy*+f-<^Au{
zt*2%!t<ehhyNv4`X{=D=bZlAG*68PX-}#%1`_30N)hjCnoL~X`K>lFR6sK+%)XA}Z
z<x#;L0i$gq06&X$r7qUijs(-2*9gKvF&?hJ_MjakxDY}#5YBe|u|T_dVymAXBmQJx
zan?oc-yIG1by{y7{k7j9ifj^35QMSwiROaJc^F$gOBXCX10=%z&~%_VDMFwF8*o4V
zEhhY@vHGSmP|YWb3^C-c2^5R?CL*t}!VIEWqZLM!iB%v*3T=d-)c5W|Ip2W{*Er}+
zni|9$N2wy#_RE>a=YJkm*WF6vVV{tsLOc)?K4@+p!rSw@UMMS}%Ib~B>HO|7v&iV3
zF`9R$4PHM@rdeJe&1jB_f$tQ)#Y=4W=;)u_@1V9Pe1|J|GGhoL!D7+`ryvi0R=V*O
zS9i2yso`-iIEAiotCL1sqe-uVj(Xs8`!ReEkD>cey<V9kNC<v1B*)W+mv&+%M3eLE
zZFj6)@uqRf$P(*OT<;n>n(DCaNsp-PDTrzXGlOE_-od|zL9+L89y|ZW52j_CTC=Mz
zR78N*rA)5zqopsSLUa)1R9+F*md^-fUI}pa0q>mjxt!#=Y`t%L^1eUc-^0m2G}@iR
z-+wLLJiAZ@W_6++m-Qb3#yr0`_RoJ{?#k!YUp9yKYJk}p&t8|sKPmfNJ^R(FLBhJi
zWxmAS+}YX8(IszpD|2r<hyCUUPLAvhmduP$Ds7$9caMD%;(V#%>d)fu+hJ^k5SyiC
zyW+DjoSxM$BLg=vCX>}Q=I8cnPKHydW%i}q0=MP4D6U9@!{<tITnxZU<7F%G4l6F`
zqKHh4AtPGsL>&>z_~Al1DCk+RBedN2&wvqy0v6c~u{kQhbkF0u7&wIx`87THKz2gv
zLv#em<|li{rn3^GN4C_(_=AgmV9qMy5OlLT5jA*9(*J4Fn`*W1zI@uZlpO;_DYYVK
zxe`763(eXLe{;TMeqG4IzT6f)$m^yuvX1nLMtUS7qL-vsNd4}_3O#?-r+pt4#X@$o
zvkQ%+USWQ@fB}3p*##;D>esY|KhK%{tQVrVm1v{ms38tF;zRZBsG9qk`rkrDeXl6_
zzOxz4u1{pu5j_GIL`3tZiTrnJ3iHM&<=EikK#9BY>O$GT(Ahw%Y^WRV81UuoHRS*{
z%IhmaKT*tWBwG|@aXr^za?oLR7!O784?YE0w7+ApDHuO4qSjsy9Q`NmJRq!zdd3b!
zh1S&))y5{3Cgy3Q^^}Y{_tsqL9V~f1wO{uWTB`DlekRxI_KE<47hlD^`uC}|$(aqG
zAN|tXy4$yXzbK`VD05hL)cEuI17T~uX(^0x!x8C>(09<$7Pt{fOK8)Qi9*iu-4R}1
zH!xx9Q$f)$rsRO)U(Fkm#McE0M|ACOvjEXkufRAN_8-KX4(B3$MmVvUrjT8mh1^)g
z*<6)k(a;9a4s()6*+Dy3V$a6c_yj4?Pqq;?e|k+Q{N`iH)N;?@54ZogUCsNYF(V2e
zUWiFu*~!ljbX3mFpsMpyHWIW$Ir!$rv%9DUU_^&n%tw$H*7RWhqn;lJdBJ_{hjD_a
z;!AQu9>vGGKg!*8#R%~Tb1w*Q>mln93KTtbY^dMx6-!y{51DI27*>CR?}%uB6TP9;
zHh2%w(TQTivfx5~=6lgb{i0kB6t6|R%42D$$t6&iHSdOf7R%P1#1hkl#?qczO1*#R
zCdl3R$Efj7GOTgohI@;Edy_zQt3bo6s%C+zX2GhK+ZKvR);_83%|lX_4vAXQ%$A>+
zEk12nu1Hz%ZdWBsW*bWlQjC3hx{&;Iq0nWAK=c1}bu5dxR%A3FtNASdBdgT`S^cMo
z<ZTnzg~G?bk~c8QB3l451#XUxJmlt&0Lj+*mSG;`wr6|pA*2WH-l~mjz(!e!%K<Z$
zw`q!np$H8*<`1v$!ZKE?xh_f{1wXoF%{$1ql-;<K{X}*T5gqi)(rZj^E4vbhTxHUH
zP0iixp<&OIL4`)Lbdmwi)iD@miwWuOecKb24qE>=$=S=VM&Pne$6=Md_*MIX3QRP`
zoPRr|w_-u{uUJRwk&dbRLH}Y<bICDfkOg+T2wFZGXda5F?@I2Ke_5dPwNl9#jNl%3
zLc(>Xf==$O0eQiVhZ}Rnk$dIE`v^Qq<cem4o0W8~A_u`;y%VIBs>P_krfk5PLwXTk
zT$f$LKv<r9<S<l2q(I#(j|&AIqmYH~Ic^ZR+p;4L=dO?MwL4yYf!}^pVV#{2;QZUn
zx|Xk_PB)k}zncE3F&Vg)@+h)jK|{pyyD6VxdIZ5quDM<Nb%fO#4*{}s5v8p9*X&?C
zDwl9m_x0heRzGEpThOUyJpRl>ua(O;QDOuRvi?;c{^q~S<DYOf+2Ht^-YKPb)o(hS
z$M+j2YlJJ_8-n)`sp*WR^9tm#-GC1zwdXM%r!nc+$Qnd)-VWaxRPy=Q?aSNU_{{J3
z<U%FcCc>sVq9!fWw9aCkC|zd6;ndSiPF6R7wpjB0>@6y{=+)WS-ppsczn6JhR}1BN
z<E;B=%6aVurv|6PGrZQ=&mdYdTd5YK&YURHQQ$)>Zyhw5zbLF{eZQ=lRZ=PrWHX#{
zq+I6ex7!)*vZl~bypJO34-35LmHpStK3Fs|r~YqQy>v3cD+yA+1StTvp<zQ?P|jz#
zgNb!0(4V{y!-PcxGDF&1N5PDOI-8Ov8>kXRyH2)|hm>WHDQ6nruK(45RJ;g5<bzn(
zu{VGZR@^zFjh}&sKfP9tknUk;b4XLkTA@Rh=tfuS#JEp<&+>{%o9;UU2@Nf;Q(7ng
zlSBeNCY23FRPV!|r-{EnsGru;yiC(iNsPmGN7>h5Q{C|I6IkNRE{_w4So}4_ksyp-
z6(8sEg*X(53$dgY_=+pBn|=ggbhjgIjupOxs;|2PHVR>$IAy9>=r9vlF0_FXjU}eg
zw&8DbB<4xt>!W9}-9m|iSZ}l<8}~FoeCIj=zI~IkGvp|WA=pvVQA5*FRNLkwrLuVM
zML0lFz_>tM%O7bf4b2syxfdNlk~F~&w3(6V8r;JUld0s(&JHhio>lOQ(Hw-0!uupk
zZs}yAO)4ua(<d^@HXl9S88=DT^rk0n_!Zj|XT~3hcNQ|DeD=(2?8ew@v-?EPMNEbO
zo%o`j+qV)J6lgK=yW*Yc1%B%0^rMS`fi0b?5k9yPT$3;;D(KY`mXH%xJV626G{9B}
z5z;`q8HjgLqfb7FoD+iO$9HW(Cn(g&weP)@VzjKkLFS13{<M6^vU0?%bi@kzLr`N+
zuq;G@=oy$nk~{4O^U6nZghyHKXmSW>v)=zi#p+E+;+kjmBddICOm}O@z{j3{{>SQW
z>6ZqEfK^ukeiV16;YYA1z!m6n*gd*oEL4<F&?BtONV|4u0uC8bnlM@e7;WfHK&|S$
z)vt8cZ)Hk_g9!xsJ!&MJ>qGf>gDzA=d#$aox>yqF3Ue7NiedtXcf|}=_t`W=&+rYX
zp5Ah*izvN!`;V96k$p$xCW1v7%k}EkQ$>3Tb(zfaaJqN3vhNSuJ`M(+dLezPL>+2x
zxi$-Xj%HK;;9_<@nJ9Qw`m@ID#ax+)f;am_gQCQ138tQ);QHE4bHl@TOdw^g;PAiL
zMfmhr_;j1pblbgfOm9v{<P-lbH=h}+{hF7(z@G*@6OL8$FF_w91a}v(lw`h>%CZr6
zIoMV)IWmo8aD^;ESHGm8(d$i3pG{j4FhQ8gJF%KTFzqIthCmB@x4C<T^{_B9<PqsT
z(se$^Pt#q?c%8|3onP?ap7{t#-uyJRQoy<Yn>M*!#1}2ae)|JcY}(os<<`gH2fIH0
zTa^_ft#6uJNqUikC$xfqWT{2)FN}&b<zyjv9_~AvEIwD;Q!_s+yX$F{Bc73eGbY7X
zH6{yf%Vgz2oMNd|#H?ScMnP<#@QI}a2Icp6w&9c%O~09_d^%om>0k)!_^B7Plx%Uc
z51!yg-S$B_LI`b7>i>e+-+{!>0Uhw^D!_pVZBK%JPTW(DqQEwP#gmg0h4$pLu)HTA
zOL=w+{Ef>iCMi-mB7tv$h1L|c?|yLlBj9SQJ@81jVzTvWJpj!LV3sxloyBQxsClhO
z`*gb1y0Xym=l21mneBu^LHx$@)6Uk;@1Ud0>H~LZ^I@CR*b_B`e+s-^CS>u3f;;uc
zM&ha80$}z22RJF@6NHYkF27c{A?CSdZ_t%TLqDdfD*U$S39s13+F{mP@+b9=qzvjC
z>kRhRKK~sjB}hV;TAeuST)3RhxZj`c__2sq^xby9dI;y-!rFg5PnqmUPzyjjoWELf
z9IsYyMaccU-agFzt9^!fUUuI5uOnfD1a5ir;+gld??y4s&uQ;5ioNPCAgI^aSUQ_p
zFp?*53$t(oGN23fr(9#>&Wio}Qpv7YcC}T@69(;2&A1@hc&Y+h$5IHf0EKA#$@%s$
z4hSi-%5ecMr*qi;ztz>4-TA5WCrq8KR8qv(kbBnFAF#t0rJXOeu?`#&2N1N^*0%Bc
z&I(<ulLG;!7n-IP+$ceH;rwb-YZLJSiUyeJ4`7P&nH)C(HowO5UV%0PkU4mu=x<kO
zC)%ci8LS!D(NW-vd_Y8U0*F1JU7_N^)kqmMK796zwSMREPv}^Kyv1hV*Xi^5p^0sm
zmCgt7<Ms8UhqHIve2=$UrK&rFw%3=|hNaS;%zoojf9P*s<{W!OkxVbStRV(h`5t;r
ziHM0RmLh*=*`!1nPALIzYHke+sX2ouT3T@{T3EkU{LQqPapXb1g{W~G<j}F{s(x`6
z@~r;dXt%qYp9ta1L)y;yf**!fF0BMNYD)O2E}^2q9#Pg;OTNKGWeM>sPZQ=i_X9nh
zgZ-AEx}3AvC#R6&>y=#0MsQU+5Y`tGFQ-e(T|iDmf(8%W8}rJJk!WS?=J=Z~-SN{r
z>|EuqODKxY(o5klJ;y%}3T|q@dZcuHZIm4;!9+zbJ${HGq)2u&VnAN@WZ8~pA^Td8
z4eT8~{Jbd9p72YRin-pU6jf3f3Xjy{NIS3k4DVf}4GxtS{uBme;6}^8l^5h+h40DB
zif(5F&T9D%@U6vLZwXD0w7$I7bzBOz{}t9$rasg%YiPbWvKRQU^Qy9NQA#VoT4?``
z&E9<FR+HgOaCwV&>*uwYPjBiP{wZ0mXxbe=bJ?~~AMkoStAZF`)!Sdy*k3i>?=u~r
zGoAhJIDm3=*(XCqeLE|-{E3`j@5qegG{WiuR%S>jOH1fxjAl8dwnOv9=aUKxSLaNF
z%2YvmyN^dDbLg7Q4-;hiiJ~#R3HDKHUz7?>xh5<0=(3>w%j%*^y-uP?x*H?~B$NV*
z1UpbPat=h0c9T<s@M?ZCws1V+r33;rJ}({_Q5ZCuJ47#@`y*bIO{6|og~!cs4n;fl
zDd3g>>~(~cj__4gHcZ3xRU|%;vM=ClghF9)L}5G)#NLXc&55SBAq?TvO0WYDVF00<
zD0+!^aqid_M#S=O%-zMuC=gka)<4Mq@8}&$2m;j8;V4R(zVaq9VKUMi!_Vm75@JFK
zSC|i_4eqKBtqnC<Y^(#*?Hw$aSTyCMP@-cauJAyzpGU4}MScxR=FjR~>;1U##UKy9
z*PpKn8(-gk!9X@7!zZ4sr$C^pqQ^AU{3)%4(cGYMT9ac&M!mIYmo=fCgO7B4Zub}8
zPTjct`2xf<@4Qlwh-{EUw(iAWNf)_TV+DN%1_r(T1RUWYfUJ_sr;=T!4C7b@N{&@c
zoP%`zm95kagH5z-8$R(5XokbzuRhe&M=O&uVkgS)AP+#F!eEb9j&L5y&n=nOHgSoc
zb}W9^!devE(D1TqECNbJc^cUtIn@7ci2j{%$p!He)I5#|pz*+@%)6szd5pQizwB6b
z<$e!j^x;_=N5FQ&pAIMY-!;Bfzgr*w$`)$qCf?r6b~w@)J~92VqtF|e{$|jsb-~E<
zOO<o`P>sGx$ETnB?;Xe2UB+HG-@RSx%Uh<Uw8j{}^+4-QPHCI&lZ9x5g=qeERuli&
z5iof4aw0>7$uxqy_JiJEAHgb!{xg|hYSQDO;@1e$FAN=HK9I7Pm>?MhGB1MDPVhg6
zA-(?V#-75$clw4RK=vGI=_`uTfla8BUrKbVYD4{FDx$0Be?#b@v~E!4J?JCRT^~>9
zwR4C<k=DYKtee5c3zXg>5|B%Yz^KBXOCb?Eax#n1!08mV`&rT$o^L_xjeCgN^M7yQ
zwC7`cLASYYyd4Vg>>3J?J$Ap2YtF6e?CpD6z3Q@%*hh}uM!J`vo{_uJ_sx?3J*M~F
z;?;$Kd~1GYq(ZEBweK${jM49YPmT$;cm5FU_wWtsa~QIbG$iQuyldh0s-lz(=5;l3
zOK1N=)lrhY(vB(38)?5t!dVI?tY~)NEWNMFg5;K*N}%e1PV~Z0e7M2ZAtyGUrjzMw
z*Y7l!@&aD=V3EH1>Eq*~W99E*>dl<eL_&0``lRV^Jaqiv?2uj5ad%`XD(ij)+ZiN)
zsK-$8{lYCW6@H*!f8x<hA069GY(=#E(j%7*`JIcbPtD`(AFARMRZ*WmVyKwG7bb4<
zO8*ET8~`*-I|Jg8_f8aW6eenQ5ID6zT0uSn*>m~CYIsMGYy2-AcuwviUmq$={eyzj
z)y6?W{l&o7OZ7%{EZeo}DOM?^Gk+}4oeK4Y^nePxK!MP0hCkgO=e`buEB|{ea$3xI
z^@HNN=;)fqGYJv>{fKh>fKuxiLWoObpv|PE738~Cu91dm(6aPVQmvAZd?6$>MdDL2
z80|l%JV~HX$r0fW#pHWLQ3l@JBz1yVsiH|WWJ8p2SCJ1A6}mKp9>}YyDRkKgeS-u@
zdELSP=K7}=c~!aK7XK~w+)e3E>lJTD3UtC0XLW3Hej)ey{GESm^^JJL196f*TG5Ir
z{3Qsf)!rBCDD9>@Ka_*e=A;R%XOK5nEktWJ=qkdz-Vl^Rr~>;s)P}A5Pm%$F4k|!#
zKq5qnT@USe=kj>|X$|SD4owea^L5^OxA#)VF7{?j*R{a)<ek?jsw(CW19F%CwgGK=
zkPM{1a1}39RFNdI>3}ds{0tHa>I1SM7-`FYhOdK%1SigAW-?;@VSYPSS3|$v<xch<
z3HcG4f53T(NS%b35E(*7rsg3kC9AESkbEp7Gl>~8GE3*a@~Z?h`H>>xc>MM}LS`G|
z6O8(u;pT`ujKY5Y>obj+FT6@MJ9N<Le!=(){^N6p(JgtAv>-iLP<8@YUpxC?<;YyQ
z(<E~@yf60t$56xC&`&JbT9$6@I2&;_>6pyP*sHbLF_lN|nt_ki46J>CtKyca?Kh)G
z>v7yJCK;X<DUBsS2Le=&O3m>HVa|1G^$td^Y^g8ehK}opV!em7ZqFFkZMB$r4_CC<
znJnHDf@Y>BjDFhB(#)M^gqPk4G*7{O72GK0+IBMgcF%JDo+|}yba7c<@lg1S81xGY
z4P>GXj`sSa0!C5sWCgPs^=3IhX8CCbXfvV7k8mEEJ?8NaW3jC25hnuju5oOV-{ZIJ
ze)!9rxZSOb9oR#8&WBq(^vaIXJpl=(eN0Yqs+=z#C7OB=skoRcx%ekb-usoA`fOC!
zd$kv_TGyKTrhO|^-f|M}YnLd$dYK1NxV{!T>K{q3m-3pI-OR`4XJ1X=dZk;F%#Ec-
zS(M^&tZ&!ezA}Fkr^$Wy9U~IKPfM;x6s||63XIi}{8=JH%WuV-Ro>ofo|Gm~qQc_S
z19D#!xePP-B_>ev%uxCj8QkNOUa2goo`+7Da0&b)u%0H<|D;@?g?im|Up`gj@!GHr
zNG5R#H2O!t&w2z=GHcLC<4InlaCoES)S(BWFEmVU0lo78ma9YJF6R|6!a@N@c?C4#
z7$R|K#-N!=9ICew>zBj+`4J{R_1l*HEB`kZZ$iI{n_1;#+GuN4jB1oAqw&dzw1II-
zIxvG2uw49*I+2|6a`dq`L-%H&$qVv61_dHgqvub=%Jz~+7N;tL9met>xT`!B{Vb9#
z{(kId$%ak~ab0j}2bI4SUa+)7sme}4y>n1C@b?3;oWNO(7;XE*q<t4}(B?tHycKFS
zD)(Eg3KFpyiDlp?Sk`{HdJjgh)B|}j@51$UDUk1`Yt((FKF6zmH!@Gr)(cRs@svQ6
z*n~0ZTcUK(y^`7;jv7f??uJdiF%4yn+#mP(x#z{w_}iu7Y^Z5QzxCH!=OTK6=u?`N
zvLgS|`ez-F5Ec3lpH^pxm40?+Op)YWG3H%K?YE08oQ&y7Itoqt5^5VHKb=Tp7R~jN
zi{xu_Q09V_w@<owU7bWb#}Skw#r5K?$trZU$-YuX+@*?r1K!uTHqgj?%Zurj7o!qd
zSrgs^$>7PX5OX~vI%x};1A$+(vwCJk7Wn>F?A3QkE^71)zYu|P3|^9YE6=Gv0C91g
z3PYGWDO^A%a0FyT&Pe@oX*Xdx6HD=@#<EY1i6qs(liHD6=uRu;+&JQfNfXfaxAfz&
zy`s!a{>ti`|6AjsG}BjA{v?9OPCQ)DDrscqR|Q;bmU6>yo^ZsbKi;Uw^Xw344Pvu3
zppP88^v&<QesWBxmm{6zw=e1Z-IIr74|g~GT_0LjKHa@j?E0=aQ)l@3O5i)&1`DZA
z`tMTHs2G{3R@WcYees{V*Yabk)nKZ{(4f`8pv55hp+2uq$QzBAeU0~xeBbAnKhbCe
zN5?i01k)avH|;#X4`M4Q!xo3^=gda#-!D%Y{<rihCvY)ePn3==K*FlyeOgOedYz#`
zpnheG`R7h!<2Thm(cfQU^J@>yJcsX16BPXmi~Od3`}og%3!9{Odbx{;(M?}L=ler~
zPmEhGxcj|yu^yWKjYe+t0}_Ym+f3zYgC({T<prjRXI<fCpr176jj~lx<%`v-R_QNU
z7Aw0LX<rr-wB_`9kK{1xjuEy~+sa6KKw{?qoWV#Y)}-6k=yirM5Gpg|87ng+fZyq6
zgbJa(;S1zO!k?1{D{Mub9Z$CS&5c!zjQxy^S@geVinfSl>oa$YtG~MG*mnCtXGC}7
z1Q&7W@0<M%s<pck{PAJmoQgaP9(WY^uz0yi<@{FOI1_KuC236P-hJ_!^h35HlkbO7
zwzY$SW(;|UjV3IU>1~3V`gs30&UB5m)uWk@A5TxFce5*wBQDYz`)BLR9<H?nq&l3x
zi&Q`T1`(znpEu9*m67-IQ6K`=xgwuo1b`;Aqql};p((_n@s9&(j%;)LAbBD>fv=t&
zmCyWh|M?uz{s!awFcu-(h}n&p+4p(e-qNNE(jW~K@xo1UOUv^@C6q4JV|kaHnGV^O
zLEb)VGrt_3Tzj~&&RnE+TAAWcg<yKuBpL9Lm|mw<sGA#hV6+m~R8LHg3l3WO+XZIa
zuwU5IWr~uwPhO;Vz{3u~<@@*+5|0@91;%9UT6pQ^xg^4N{5MygWK<-$Gx)^UMI8~~
zye`F8jA(ywTD~^ut{VqtPU*{wp6{K)cmW>e{Y#IT)#br#y+afOc2S{@NKm-T={rsP
zvG|Q$Xfh0;GjbBQV+uV1Lu|wO^{>T&IyuOTR`6L^%-U}2oH%wY#f7CNy>Lkpk%|v)
zt2-EMo*BRE8vJS(^Q5sV@Xhx8Mx$F>+t&bJyA@2&^3+_Pqk3a~Rfk2v*rQ?1MBbQ)
zN#Wakva*7B9j1z{Z&4Gl=_`U|;Pr-gk0b`~?*Ja0C_JBnDzZ>C?CL-)l3GKuY3SM<
zq$^UsWd&_r2_b_bOhG<h>F=4C&Dl+oQ_jTx3rMh4v8Z26*5CF~yvFTw%8Q35-krCg
zN7okv)k?lwk}6k*IlOsqxc7Unrg!;Lug1$e$4`F0<TyzV@lWR)Sowse**;Jkev{6K
zecZ8&-&t+h*-BW_$<@Rbsr>o;`Y}Gv6CW7`t@NGW+k4F8y>NrWp`XX(>YK$G8=iIV
zgZ*V_$r2;?!)Jdf@)fzg7{#78k-Q}?w7EHpUv!^zg_LFC)g7WM(inwALb+*E$i-ag
zq2#$@jPE(59|9vLAXV(DA?7EWZHnB+!~W4b%@G~lCEIn)#NMyN-0r;8t+)t&He94V
zkkV82Vyh!Paw%c!8{CZrSMz4M*<t6=_IKsq2OL)@>VdBM2CUF-Q2K*x<_7`e-e+!S
z(zBPBCXpm*YEkhC5NIB|{C!DTDY-x|e@Fl49?qW;&%Vh#`14Rg2Ne~cd)QE=A21L-
zBc`%Usuk5d_*_Er$xR)9<y3HdGRSyp@jfX%Jv)OVFZ1pr?YBvM<h+kUrAzD;EhuQo
z=#C(R1Ww!#Ml|pR&Ccc!vg^kSPF(JxAb=6+e^*lA4u6kiATrYqhk6`-)Xp8LTh-?D
zi1y>Z52Ytl<bIOa$9UUQl@>oKrVBW%V>Z1kh=M(8NhR<zKmn({8=6hMs(jP<E-}6q
zjDbl0-C(}3%I8EQ+Kj>`ZT88;yYX5)Licszr29C7Y5j*uDU_lOiAwl!3W8)Y3MzI4
zbl|lSfQt8dq?K%H>w7U(z0~(=(4b1?Wl(g8Jrg8-@G_?V&7|Js#pJ{R!78DCID(dW
zzy^bN#C2DV>#gylm1!7s^~O7kvUlnKZs5Vc58qfBPPrkNOiw*=!7W+(K<?LvB=hvt
z=R>;6XfEah!f>$bnb5o-C3Oo%_CSqP|2T_d3Lw0oM(M@BFIN)_W+BDseab2O$yxeS
zXLd8;=5P&yAMRH6L5eWA#NuU%xpT>bNmFX#Q2_Tjf^n7S7Q8|^3Edt3z<O@v>3u;=
zHwhO18C3Wo&31fm!>;3B53kDK0lL2~O<cpY8fsU5mO2fO_#H3UtOP#3PA+n5{^d7i
z)NW<jY-UwkDF82;$P=2j`aZMs+3D^;d9_M;)sfNchpjBC8J*0d=kJf6hcBBnEt`B;
z_W3{{-uM<n%AOVS?YfrQP>v#s+(wte5jZU%xoJ!2NF-X{(Bi*yhoMy?DEn*RRAD#{
z7tV;}2y!AxCbhWe_Fttgo4ARHeEs_gp>(Eg506;1PD6?M=JKv=gmQ21Z%UHH+v@JG
z(QC~Gobmf^NHXm_*ltPhon?Y_HM@{XP~$Fmg+4Oewh<n$-xXbzW^jj%C@`wtj^>cg
zF06lT*(#-YNK#lIzRf^LIGZSRn_A=6<z48#R^M0tf1FMx|6%nv51lqI@lG#Iy=vdh
zUb!jA-Klb2m0a>~!P3xM`Cg~wdI!nPUCpEXgO;mlt5|6=V4W7be-amvO}U;Qx>^|;
zeTjk@_J&W;k!o$t(Nh1|atjq*t2ug}=AJH^HT$SnkyrbE+I~G7Ud_S$w&J@KL-77i
z-e^5h9{ttEc^gqL;cRPirbmEziQKJVw{}kAS7(xYv)jlnY#x90@Y_1K$LrfAVan?T
z3ZYu!ZNG@{Ne+}moupwi-SqIL56Ib|H%-I|-agjCM-WcWXKjio(&}MyfhF%Ht{0P+
zdPD@bC!%^d3O(3~Sn=u11F2_cCJKf0xKtHjcbDd=1;SyVJ(ecshH}HkBJ&@F3HtKg
z@_k4|7yT~3;)f#O`z}HVpeA~#Frj0RwG;xKVj?u$AT&%M{xn8h%&B^Wtl;S$R8hnd
z#)oK-5Qs5_bHi#7iKnC*IrujiuqX&t@yj@zZ2Ow{HX^tZTKz5I$-jZhgO&GJwZoV>
ze>hOOPotoiP2S+IN}VNvoh7oJ-z_@7zl0w^=vc8!PS_;@tnDLw+c|i+CV|p3LghYW
zcTbm%m7b^+e>6Qq9|eUy38{D}fukb6z9Rk{JYO#~jAZR?8$r{3;R(3JL;`wSik<R7
zh(gopGZ=~OBy2wcYTa|(#H+Le!f1vNb2n(%o771wXj-|<g`81yo&-4Mzsk&h@eWXa
z_JtDy;9lSNRFu3eQF-srxiP6+T2OkCdJsxqGM|Q&(LV;ZioYfcLf6)a-cz!t5^pM@
zNyo2VM=|k#>b}M~^qp9F5suO4*Te)k4<zVxenK3y|B;&oUu2~)g1-f44fz{#*v;Y7
zMAkO`q+&&-{oC9J-O!tA^o#^cgDh}8EYcnjmI^!F#;Z`OC5?w(p|@$m45LPEIj3>l
zv=>qQ79$gSZuTFeyAu!Jm`xHWm$lVN1XP*7`TS{F*Y`Ts_BXS7OR&`J`4x{Pg2fk8
z)%kCh<C}FuTF{UD%P$R^bwdk}PgtP^WYK6o;;Hjv-h|_i5YJD(U!GML_wU?}9lu2;
zWgnXI3e#`8Xd#T#5XPLEiVD+FYZP6rtYi;<S^V0!STT)V__`Dtcep%KI#t2yaF+eR
z*Xl`)k=55{{BmZ*XhrYLE{NpT?#)xyqOELw?*fzhr^OvF4Xp2#x@XQbj&21!KP9ZY
zeARwQShw}o>~O^BvZ7(rOsBi9Yyr&A<6ZF0A9?=_@>~paU6S+4Q*z61<O!|hrD`T2
z_(7H;`c((8PMxgO?ymR3x>4-EBzOTL;}{1X(2YvpEgU~^qF*SX^O?pIni`DRvi;FA
z7e{lq?%jaTfy{lbaY3f9-^lLNK8wB8qRRAxJHbUavEkOBxxs4MG?A8nAums<B&9jw
zM{foPFgEFLJgkqnzFh8(nOf3Zb7YJO`A`ypiHiC6Z7Ab&S<&c>`b{c3ZwKX>t;M5c
zA8$o1{pYUFpQ$FRK%wPnYC_8@{ommS#}Ozf(HjEWT!r_P{mg3z{l8>iF)=fXJcwl`
zB;w8?Tn9G(WPvwxDBjX$vsl!YE;Jcc5%o*sJx2}y$XAetZG?~$p-Abz{a5gqxp8=P
zNQ6d_V2%hFCQ}(O%Alz%kWhz>GHM(VCleHW)w^})#&As08n4*V)SMr`szsalT`OW$
z6sc1ii6&EZKQTxrCM828I(~e0)2Tx3W>ISY)@m(30rw-5R01OIMKU>&F4>U4?@A6s
zni3A7h{UWZ2Wk}bb;?WPQrCXgoS2si@_&YQ+*DxV4`Y9{#^{~Cw?7g1LSih_o7pC2
z*=?kH__F?Whi<Fm&m2eor%q*fm>RcAd1{B=Vw3k5ct`joqqT?<FszakZ2-D;lRcSz
zWaGhh(tkmhFxvMBuz+DkI+jPg@*()IS~`FornD{I8dd&trau8#e92CQYmu^XZ;-{r
z!P+IGuueE#-|>0-T1Sc`)19WF>)$E9W6Y#qbM;bk9absfpM~$AUsdz>Y`CJg%6@;V
zpD~Ui4?i?|dKxoYV=s{9J~cX1{$h*4kPOc7?g>*oTS*x|yHJ!M%bj5;J~246@8#cb
zv`$%>wm&badyvYy%j*<h$naFrz{M(*S86etCyIaou$j3Fxuj^Wf+Eq{a{kidTm5F4
z5ArpkKkeUbeHrkQ0X!pSiR=ubE<_0g(?<pNlcxTKCbd*Y_@Osp7q$@i=4|HB&&=Vs
z2T?O59O$T2|2wo~>7gNNECVi#o|3$tGrXRX{i3g^RtcNPzPzWreR^Z$Z%Gu*O&6wK
zCzqMXO8*~Lb!(vip&P<?;v@<Vq2amn<Vtw<@~J!3*F|>l>q{7->E6#^-@;?85yY#*
zPxQyR&1YQqB(@dkuZy##Zu?io`&iv{?v$SJ=@<_lbAtbNdHBQb_tuw}U!|(e*i5o?
zwAM3MW+F3Q|M_SxV{Raun71)9MshKckvyODejzt;nhBDMicV-8cJOJQzMW7vxcqX;
z)Wsr>@$CMjQf&0!o{jtTXk@>mtvK*vrVY07^^pE!(FMWa7kH=$=O$}Br@x_xRkqs8
zm`c_%AJqw4%B>|i=uP={y9**BoVIa?2}b*v4(aG;Q`PBO)@kx$u~IUxQq0wu_3=L;
zCWftln4a$G6Q8#gs{G=$zfvX4RgLV;>{ZN+RAe~%C5>t}8DEZYHc=6#n{_)R_S>=O
zi3wfkRS3$Ln}_J?AATUY%R+8W{ID#J@zV>{e;<-=KL40WS5R0KN>1%T##9;C%fBHe
z<R?s+XN*tZcO*lVPgjBpE-<Acq&Mab(|`2BXlgT(Ka(r@d33aRxH@Z3zN7Kd$rjmj
z*IU0;R_=?Ub+ij2?!0s$H_wn23Uev)%-?Z~fDzd%PDpb|=<>b$0pd=7$jEv5h}`9S
z_ecH3`Hx>=RA-_o_lB0^U-{8nU~gIbslYPn-X`>ayEC}Tmy+BdE<U!gVJUE@qg4N|
z&@8+}7-4F7(bRGF$YtgD{x;=zgojVCIN1f{+L{|D8gm4u)ZlyYi_@OzC!mu(ZTk>D
z2k41Bk)q3^)g<?y30UXjId>nXV1(Ph1ZER#TfkAPmdjsjt1Il#Ww}ss0q7*M-7p^i
zPRe7q|5}?~?JbmcW?NnlXQX!SWQSbRY>gb9<8h5u;sv9ZdbX@Zs<7L8gE*gm(}+&(
z`mUznOT^zfbV61ZZsY7H&hy0v4iDK>OWsVI&qIbg=#}Y$Q2yN?K{USG3NWJ7t8QQ}
zHNOmYIc%+r=zKYbXnloAVDs#R%U!jeX8g^~#GVfFbeiX2){gpS`M!1D!t^fZBG6v8
zWLwNC$WYUp7bkt2#lv<bCSV`;m@b$FM|1?%GcX<)6G<L)AK_oIPtHv{Hc;0Nc^<Gg
z>hmXKyCtA)1FQ6RWo_w2@oo70hwJ`dpG16SJ33m9x3icL0UKM@?$%f9XQz4A9cV|F
zm7%Gr`My;zU-uWvhVRs@-{+(!C*I(Raj5g7OFHR79fTwvgrI7=P&N6e8XG-YMLY-|
zm%@&+&1L|8!Tv==+Xgcx7j8<n%DU+F5q*%QH_Od|JnY39HmRR;X}zBR0cV#;i~0F8
zpaSQ8w;;Hg{YVGx?mhE2R{^~k+NXSm`Q$O@PCqX52NAKGC;w7r+VGkwiyTf1t)|Ws
z`GCl#Y=_|=lExr*468fup~ARw_cby30MHdxJ3q={KrYtEXA=&ZN9Ry2ez{s<f6L~-
zc=g-OVhG-)s4BY|7Jn;%EF8+#22-b<K*euRTjPYu*=TlikQ<8g_>iB0v;|xg#ZrD!
zI|o~Tm#%~*HwlNkqo28R5%qQzAEdjU*HWG1IRn-9dSLrMkIfsQN6-+t1&F|Biqjqi
z0b2f>q3q2eox#0K&1_}O^q<=~N;_3WI!DD97;f%=zqw!hi*w_D9G!JoQ+*r9>6Q&a
zL29EBBt#LUHX5W61*8$BBn3fYBOTHrC0)`XjdV&$Nq2XRuCcx6dH){QE?_(7{O<c3
zA9ooYiSz_eQ!&fUFWVRugr_BouN6zPJxiVKVavu=!@miS-}B^Hi`wi9IqRWM9z*q&
z9`3Eb#m788<RBfZa9ak8r=E*rK_4wEJU&!dTNQfS6c!;1N1tzhg^)a&Sm0K(_N~k=
zZPPWGw8<|Rf4~>#W%BLCHzVEHwDjbZI4&)XFg5l2{j|g`<d`W1#D}{uZbfhcUra7Q
zlcNDwD5O2|=a1M_A;bBh2}c#7mR8YZvUD^QvNU94=K&9)M}&kJ!h}a8`h81%&iMWz
z)|oHN<^2Pecw8@gjV&m&f~p9)AjVkyd_q4I9dBeb(8VQAPe6%Ebd#l;vlDvQe(wRW
zx;BQhOR#Xsby|^STKdD`#{e*4OAG&!O<F=Qf;R^^aD%&Y$TG8f?<(+6cA8d$VCDpD
zbhJe5CJJ}SDCFvvNnPCH#kq}`zY}tW{^1%V!T7z{dd*G`j2QTps40fIb2(!=4(=GB
zXn_|W*0b`|_3Ja!!oU~N+nIPUPMS-$w&)mxA2E7yNkq#a_aC+!du{}<ryK9G(5Qe9
zl<SZ^uFp%58JCkV!99qV=<romm020XqnFeim<-k@Hh3^~J-fU@VMPAKkU36R-w070
z*$x6MIMF@^j>Z0OYzy14nO{ypCDnN)?o42;`4bwzLrZEzD2N6L44)IAJ0i0kic0J|
zMjGB9npJ~Re?<sRMg4sfrTHc@>Zy<flV(-2{-bK1UHb`pJQ%~Ls(aRP?>58E=ufH=
zDxT`ch)#0u*vqLPwC6Kq)fmtARmS(p*7u#cdVm#oJDo>I>~IZ<2s2znDjXhsGn3D%
zSjei(3kgn;>AVCEA;V;=vUMvKb$16y-~^6x)SkAi-!5g<z+~(M1fOc0M3utb@E@Ok
zz8om<_F&Rd@Xl#UZdnF8lNb?hsj3*bfU&>)&2svlaL#V?jr4~k3`5o*_OFl4CbPNY
z)z_q=$J*YpnzQGeMiv3>(C1W_%mJsqnf8YoGFIUbYU5aI8^WvY?HQu9Nw3de#FD0W
zYgn!4Zwaryg{mws<Yn5=OrlaJH&-o~Y@FcfGr4KWd&*{<umP%4$@vx;*gBWYjDIFi
zxBDSV;}WwH#PF9@`RMWsiCI%){2un*p2=bhx*FX||7*AUnvvFqYyOjrX#?G9JkLT}
z=}S8&=c&m4$y-*0vJ7u~n|<(m?$R@N<+0I#bf3nKqa)s>Wlw4Fq+#vN{LO*J0?oqQ
zuP$lIrri<2E(al0!ugwNO4ckt0M#jo^`H61{shjc0=FTguyb~TuEcB0&e6N`ho*eH
zv9M$lr16h!U!d^5Bz5~OsRupq!WHNT5PiNc^a=NOjLVeBGD;o*+kIjXlUFN6#cN|T
z6QN*193BM$S!Y*t03{poru^|x@LGD8JNMHlUMSe8?fDeUs+9O$io!A5oi`@h^MdDV
zg#Hkp8`Kh=7%p1mUW&*ADlFS)Dc;_GnA=S^%L+vMG7wTW6J@j=39J||WpR}8Gf@TT
zZ2FrK3NRvs023XEk++IBv-*Mr*apkMG}=qh3Jdx}^d*!~KFFV~F$3)AOvWRg$im!7
zMQuq$`Y({sw$1-r8$L}N{&L$5hOi!NqDZGMPo$vYXC{2a!AMd}4ufMynUz{cpyGTW
zH9wG&jtP%5w8OufmW)7_OAbug*&ie+LHC@w&fuR3^QY+U6Z4UU6gp2&`&Pf=o>{sA
z?(;7_1)|UQVggyan9Nuiz!fb7=HJ=q%RTOWu<U~c>0sMFHoP3-><fmM`AhFOXBbQ&
z-40BIWIZB|DbC|=)W&XInl?@)mr4C-O%G{ye!H6SFOIG?^zITL-bBb#u+P2VjwO5R
z|An6QvTYp_Ab%SGRhcGcZRB2peGzw^hCqp~@)Z2Q+C3^n@YQg%Uj|tZl8oXj1+_&`
z@JIG+BC7Yy>FI3uW4Zb>BwNEX-6~Bzno7<Co8!&Gt8uRNoBH2bS{_v53R||5saN$&
z*3Co<VP*VR#S*yh$Hh^i1wv|ffvgGv8!-Vu@;z7bI{iu44nym6H3o|>d|-Csi-a-q
zFvI{#kegXn=a0LGe^owh<bc-Rh10!{Ot50nc@KHD{@3<+<BXVxFI1oZULF{s?KF{J
zONP<TmNCkfands@9ycx>H5RpXOsuL^pK0J8@U7hVW_Tmpw4vIx@x$<JF2~2z=(sT#
zZTO1y9Q0%8Y<uX;cF4UzsOq6mRj<%fRiQERp?ej1T}zNotz$*VS{Uo*SJsWt1M4tH
zYl_mmBO$Ku*k!9nA63=UX@?`7v;Rzg>nQF)ytfj1Qkbl`Yd$hNO+|`&w^?37;8+v_
zdizb_aaO#zOC@K$>itp9DEk-DPkB_6zpo1v90}Nx3q1H*lM;L0{#Q`Zu~wo?-)J~b
zh>=(5fk?E8Ft?q%^51(;BI5iY?~Uy6<kS=Uzt}$=42_}I@c+q6OLB3i_pYy8v69jy
zDgHSKBZW_=2s}A@me~lt4MYrXbiv=rdGRQx09(Uq-r&1=E?F*JIr#odmblgqEdDVw
z7y-w!-P2DJ#_y6b2N<dO;0P$1P=)*-42o$@c$X0)_l_dRkifPE9@CMqb__%bk4{0Z
z07lRN1O&=t`PJZDT0l^P3OQVNLuwnYNrGi7W!JG(Q6kFXzC)%!umlF-qS=c2qo2L+
zHad>kQ!HTl`D4CtkM-3jp%lJWn3dc8pP78>`wuk_`3IP_--C)icDr4@Tvx0d550PG
z2k3Pp+4`jo?1GtUlJ0olp^D5V&jC8n{A5qgUU%5?+H-9~w7uZ_KO*ZZS>RA;5I&WB
zM=+~#G;Y`g1dP(dI;i*ZA6I@z`l|!u<T5BB1-#^ES6hp}0)+-FeUJ=NG{-FE%MfBS
zM?K4D-3n^46vv<l?a6D#Heh92Cv7DwN;N_>oSJzxV?G*($bkx;Ck?$N^M9mJOTMFC
zYn#{LSVXA{4d2}t&0~JWUlZDOe;ycXKtErK`avk1?`i7Y*L;2d+dJMQJTjelSm6-U
z$U615D{0jfEWbj6?tufB?KykMjEVvf<3>#Y<I+)0qo+3_fCH8Zbf3AnYT4SQi}-4%
zJ}(|%9o<xqUHA7%d^8k@Mses}0*J#u|9-w%7kLljdF(At9Kpw!>1H261}hdzke8(o
z{~p1M1H@>-6ygywCd~%DGDG2lR;j-_?!}reb2(Cux-`|=WhMd7EyxA#*=HE~RZkUK
z+^`c^pbj{P<%t}WLyo8RZJX!pf6q*Ml`ML_9VR(mzCZTsc0y%#f8<<pHT8nK;SjRz
zE39#e^7nq?>k)Zsfg7%t9CJamy8N-7^<P7o&VGt=uN<vdm~bnsM*J>t9MSt&TyI&g
zE}5xIMNfaWxp8h~^(iN(hKqZ8{p&N^Mvc2paXrN@F%xwLY9HLxiW&B;vVsTLWxq#H
z_G~_LosM9B%@H=;X;t+rvE)&1#DL?fbAx9iYjcJcFEgET)Sphx7dgtSv>V@FzJ5~q
zjFMuIKW?(G?_dIoL01)Ay|dp%z1~%RHmm%aU!8+&WDbM)cyhb3VWcsj&y+0m^l7T-
zc$xnABipklid=!)KOA%ov$YKdEO$6Ks%SC`e}UZ<^11npl~G$?@<pCCF=r4g5wX(N
z5!|Kp;f<H|E7WZ*rK>0kV%8&gM(0fCOfw}s+&}fynVRu+Z0LgmbA{O9b~PJ|pH<Gp
zaI)92U*so`61`-K!iWByBuWU%cU#yzcN0i1?f7Xua;9FN=3ht^swtE=(w}X!{;jGa
zB)<Zk@2dAyUc8Afz>v19H2dSOVE}hcPy4-ESB2L#t$i!AiN;L4WF)%a*AlZY0u{*a
z$8v;@-|w=EvUFD{m&i6SsjJUUl>YX2K_&M|%rt#3b4K}>tv#Az=$~m7S@k2L%B-zm
zgWganizfoNa*hk*F)_1@XMx8R%3ng2MPEV2CZz!p-=?ye^OkT826#vS+Y{nB?5e-3
zz$re`$JcU)KYzVID1oQN;0K1;&i%OmrE;^3?`eY3$Cia3xc%Q<Fk=Jk=)q39Q0g`H
z6>7As)Dh!nN4rzz?Dctd{9yY~s2I0CR{%>ly#3^TrDeo}t*SoVbkGL(FQ%GYVdwga
zPKsd0;#ZSlJSJHDyR6tdZ_L5i<@-yheVq3NRZ2jxA0=*cyc*~7;1~kP{Fn|vq3v#&
z<+j7#uq=To%Rb$A5onq*yhboxp<qq}$cE3DsN`-$3n0NdX=>nh*2aYNxtk4HaXXz;
z32ND9k0N}iu@)|uPx7TP!k4|6C7ui@P(46!14P`Q7$69?4PaqlGLMgG4g!uW5laui
zA-|hJ8!1tnDZu1;IQVHXZNJ&QcyrKYv*TxG9uE&}A>}sVBM;*9)v1$H%5BH~JZ!${
z8YQWZ{CG2CoggGNzfkwt($?E<r*3q5a!%Lmb!MMXpSos(g4%CpSu46HyqqF<uZZA4
z=MFD1@N0z3%K7$TfZjcCp|z%q0CECZmte8i;O6eRf@RIIAVMzKp3velNO<n|B5aR|
z@FzOZKIm41XW`N#;;?MA4A;dpa3yvMLTTf>`rQn?j`KpGg~|dElB--VKVF++lO5?N
zF^7!!E<LozwGDl#q)TX`vPDCjvvpJLl5BFagv}}z@2Cny;C~xfYk@{|WO<zKE}ZYz
z(7Pwn;7Xz-vUU-j$r4ouE>#n&+Rr44eJ|ldY|2q1-+cZ(1L!wdctNdLIUKBu@bLl`
zf0q~%C|atMOvp3G5<D3abz_$?=Ed+Ee%zMrQ@n;9U-0-^i-ev)$S`Pey<3^SUS-_n
zm*E@I%%q0Q8A*%l*>CH$TVIU!3X?5I_k-eZ3>~6E>lY`_VI_=+*D!3m$XUC@QKt-c
zO2&2ZncM6Hk_8P&>Y8X!!mPJY^~K(&PwCq`GV`;QGn19#!%xJ<KDyOed)0Z{<#_v4
z*}GNQdlr8*FV1#qY@)Y>{9#Vzs5!SNdOK{%WK(`FS}V6nNrwD2IZ>-8AD|ndW1p|R
z^^~~qU&=o@zzaD2<G8A-F2~BnCksw+2~gX51E%QMp0-D4Vd=?$+3dIOb7l6o-7gFu
zJ7V!GfCn5r_#>MXJJk5nzn2h=$7SK1kyB?yMID>c8-cQvr6CGP=vn4+A$n-cmdOZy
zpFtt0x^974S_g{f@Ec{pggtHZu%+bI5^W1@e|2KI3b61Kc5pe7e-9YQmVJllX0PgY
zm0JP&4uDcdfC&)jeW2YEob}>Fuoa~6?T*mDu8{{;U!QcXJaTcX5og563$8<4gI1U`
z$tW=L)O_I(g%zoChGmpZ5JY=6Y>GjDDD0oOI4?kmWL!pxJ2WaJKoyVKWM9Yg@~g!p
z@O0^OcI)SI>iy(=Eq^I*7ejM}(tG)-{y9&Rj93$mD4+~I>|w_QmWb11<Yy7M41xVg
zfUC3&8a}t215O!F0FV8FN;RUs{zGo=hY152eIu7St3)w<!Mm540MSWl^~HCW@pZ@}
zQTzL=66=s>4!HvC7>gm;Q-|3{v!4KqE?{#=j!bh`#;JCrD||on%DB(Th`lvpaFTvJ
zRWUQ~+2?5LR5+VoG%cc+I`Uw!h)?i-!v4mtAR$8KrOEfAQstu3k9e?r$6$XA-9_?O
zvP*=omLRbn9dQ>KD8-x|+1MSnQst-PZ?m#uqu5_Sz9dNbQSkdiLr}cb1hp-)-Xscz
z885%^pS1a|%wq`mvQ*zLRWn^MJn!nrUAWotV1aRwf}0K|Paget9P7zQK%(c4y!KJ$
z4?aQ+bL02C8rMR2M6Z>w<&$q2s6~Bv$cc=p-&#0HZm2~nyxc`|K*G}6mm^d<ntvR1
z^O`Q<f2JW_SIGdGMQObfx}$>di<xp-<VhL=DMMy^>^Z#5@g_&lJQAIomZW6{kUqgp
z6S(Ngt<3!!>cHlyI@6yhDfKF^gT?0jZ9-GNwcQ9$?b0qUp9dX_i*pND@58Xky68*0
z&0Tx8YD<~PiOFD7r#p*IpT#in3Vb`R`F*12zO5hKFIhg{kT&{Ewl__LiigpA_N;ad
z2?uxf_|mi0<-d%QJi7{!diLPT^t>J99Pc^VzzTgM4H!L2T1ZJ2tgh$Dg8BuPykTRo
z)<RuL3n2`iwMjqQhRX@);1WMR3X(J{(J-)mmj5;GNJ<*>(AB6|%~E?eoCD}61VV0L
z|GH2LMY!iBYDq2yr|m2=H4j@0L{9k!kcBLz3}k#@$KiW4i*sVy_;GCR5=4CO7_Ufy
zfRH*dmlg?^77=$8F?R$>qbxSC0htf&fK2&8&aX%Tpo`8lLdOpxa?3t?%dUIN5p&x?
zd)u)}2n>x~{zx*id&EH$1oGd2amj*|v@#&D4K^GYhzC>Hzaq_HX%EQ2e2w-IS9`5u
zE>3q0_?=;O*uukq#GL*aF%YRp(PbJVSIx!j+R|)_HDSSU>O%oEY!T+EDA9<Wu5AOs
zx#ut)%iXzH?#TmEJbZjM{9p6)Xu`jNH8cc#bzS6rNGJg2GT@pM#CI}mSz7X~wq~Q&
zdt92(&7@Uln$9YuGDPTm139!exy!(K`8s%sXxqR?N*`6s^EvL&W7z%*Fg#{rGc%*F
zmNxlR5E*?#icm7LWdy~8{$ZyX7#Y@SiypiILM>*Rk;H(s(HHXK!Ic)y2CVv4&b-o(
z0$3F3D}Jl`l)kuc->dmRe>1g^Z{FeY+~HHCxXrCk)@s<}ZvBo4q0~F+wUd~zpL>-g
z<9Y5~>3Zw8#g9%n-21{-E_tqEE>5(i2jk|3!hZu7{nm%9rK*%#zEuI0-^yH#st=J0
zd<?N+H!E*bRAUy#E*HYr7E;2ojenQhi;rUVIQmimHS&202=~h*d%9pGrDP<fXvA39
zPH^0=Y|O4~eA_X}%|pH3n|q(|`+2$HO=q#M-Gq#oy=kJJkeyokB%O3wAM*9LlVYje
z&xR!I;QFe~H!A)rh*EztvaJB1((`GH=gu+c`4S|k_DM8yiWmnTnvSgi8fHROaKalK
zkorU&7WFqwVHTUh4#qWcLk{<jjXDXQ3O?Ys3#Ao%k;U|`T;nJN{uJL|<(p_;U-IaR
zQRR0Q;%%0n(<X&;tQyTP^{32~6ybVBZ7}s8{Qz*YFv+1H7Zb>MgYr?+Q8Ia*g})B#
zw8^nlEdC|_MjN`eP6^yl%woIgfn7Pk|M?0uMz6!*3OrvS3bsA4Xd?Ewuv<bQ!F#|D
zg<czyWvmsndk(#TTa(lITSA;O2kD0&5x$^^iwrvj`Pkk!i-|arXAOd7U`P{?(Q%zU
zFLa0iSmSSz*QKHIfGI@<Scu982(t2-(hE)Yy?b*hM9!?ob^@_<#>yK5m|@-Z@g;~z
zG%|mHfZ$umF{ENe<A+H8pA=6uL`)L{Mqa6wuShv=oHFl)jrX^OS1A*(Vkd$z@^8#+
z|73{RD}0wM4b<_pNx;L(Hd*}>6oZT7U6L-{u@b?figcQ>h;5|!3$PxuG>z^s)%0n2
zkH=>-ifKdj0=JD5u8j4if0619W3u{vYG{{9#|Q}Zfa96nkR=Y!7G%yUjIgQS`w-wr
z$xA>Gk9Sf#4(wa$)*(BBnOOQWeE_pTJmQ?)vVE@IKmYA@)<L*|;~iR}tfLpm+n+Kg
zrK3LOlSJSZ0)r6Kli#K%)21hyQML^Yj<hr(J1?m_zP`To`Tl;eII%z=txzzfP*6hG
z<f+L^sh2NB-abk#kQFs~B|^;Ht}U*kgXaS7xNbx^P!A$|J_u=e(B;igd^e)JYm`Z>
zgdlj@{)?Vdg5vuO<#&nDnEKF{crfv}ZNi<uY!2u7GS-b!P8ICPLV{kDt$dsMJGQDK
zzubF%ko)#=JnDt7Dgix>Q3O<f#w|T&yY*_s_*4B)jGJ1QEt&^T4{gFPB!5IC)0GM4
zkGQ72GecZ??V0LItqZkNv$j{;+@S-^cZuUCaE_hoFk!8iS1;7MRBapyGKdW*bp`)u
zG`RHZG|ZDElY=RFV>i^A;`udqs}VO5_%{Qx{}ET5qp=pnCkF}_O$7@#qk}h3ZZD#!
z=Tf&@p3Hl^t+?1RxHwSRylOkIyp3eZb7+{XpPsK@81d;_sIz=5BswuT`D*C(E9Qrz
zkwtX!iot^^DW#|3H91xUFoV_qyu#%!@rjA?3@%UhEII?YX<Bqz9hO`e>-I>V6@44{
zVENc+>JdL`{?DpAd9bF-srHAte1&HZ!_p(QQZ!zqX{j3Z_PpsIn0+WX{mR}^kKtf)
zLavB%m>Tv`TxNd@Q(SpcSt=-gtEha#v+n@&m@<=K)|#DRt@W7O-D*6rY57pSKPHw^
zT$uFI{>#UYv$V8~*<Itz@sam4BdK0~LGg0Pk5@U9ISiNEzB5*O@QYNY$heieP_E~3
zh<Kc(pk7=e=_`#_aUqmo0&OA%2?oz%S5``uz$C?&!W>}_XcSMKv&`SL<rdUY-AOOF
z_sgB&S&H4|qdQRr%Oc~>&l57&MMRl%zjO@?Z!>bs_h;B|y9q?(hGlKDXIIha)H~~4
zJHPo%G!O1A&MmipAoav(xaVFqy0b*8JdVH0mFU_1p}w^@KT=+k<i!ov3>(DrzPINb
zW$gW>D6;pBN}01#AZD7icPqroO-Z<(ok5z0>ObQ<iS3>RiAQWNll2MD^MHqG&PhT^
zv|W$>ywK{qTci6=Xl>1epYM0JE^I8J$;`sDrT+Ts^l9<W?cdpFig~LY3z6v{H>AYO
zMc3M}{wT*H&?@`UXC*nfw=4m8%p!>Wfofx)a*3-eRXwv(mMgor8_6ZV%~GFZlRt*F
zw0N#)CA`M@yxVUm0>sE!Pj`nCQavMWWK+#;M_h@1!n5WU&ugL0$!6(~$6Av7$T^9l
z?tz~$hxE%&)(=*o&4IZLn_A6s*yXX7gEZG6<fR8-BFFmOcHq1{NUu;v$vDL7X^V+G
zcDZF=5O;?8S5$ejnEpJHjEL_a%%`PttMIVqF=9#rn^*D{IhR6+L(h&rX)%-}z%D0`
ze=RFVUaoX*ZK{#M0OjL!o1F%W2Vl3+ppJAoEa5r?Q7%HFc#Vo1N&kF_YP0SpO=I0f
zicDU3mL9gHoD6;#Dw$48?)Gwm9D3J1#kjd2uSQG{4GG@v{JTCZb-*2MTsb+JU5}Qi
zwX}TR4pXx>b1YeuE_ZgcJ614T{MGf(GXEca+(z!Z-qkgNv_z#<BGf;E48YEdA|(kX
zCTa7~bSC4)u>FNW=Z1t<nl9v23H;4>W+R@ky7C{&Y8{T%5&o&eZ9~pKN6DwHP1aHT
zro1p4c6z#hU9G9<i5YB%G0!10y|LmFoIL36Qi-MNqnROfIDB}q8WTw1{8`F`b!eOk
zhmi_N#RMfB-nRdI#*WSFZGPozjl(O`wR6H_6F}QZO~Im%XchuiL`^qY#g3$;wpLq3
zKf6u3hfG}rO&%FR`kyc19Wz~{q={uQhG(!|SO(sX?_1_F7xHxoYgP>~7D?sA0Qn0a
zaG}2!OmCGPe9;P1*g72Mb9}<@^s&gPYhqEu(Km7S2w{8py`s%pG<%4N$E=F=vqdtd
zRR-H5<2v-rv;RvwL{Ks%VKyZJjM$oYIQ%^|(lk0=y)a)rH!He0DLT67Zk6%THRJ7v
z3}35XzRvk2$f;%KPp9Ei<X6Ka(n2Hx6WI6(?EA3F-hcDMbB>Nx<4MUyb_4HTjqe;E
z-z||aGmJ4Yj*d_N9t(WtTbBx%oH}?|Hj-mV3^8E2F@&}OxOualmFK$8B{lzq#)-Vu
zz9jsCga0C>fc@&!B|~N$LvpBO_*#MZF!)lo-CX`R84-{_1D@rp({n`6#J=6Z;w!@O
z+@T``am#)Tgf!TtZ3vV)An|)A2+BO?6yT)z=#Bt>>9HbIM4^0}eGV<hoJ_zK5Q=~0
zchtdjiSoU~cOmP8DOiW(%VA~1De6t&Lt)Z5=pYSEFwj{73Cc45Mz&1)7;voK%Ii=q
zp%U-%7H$UX?z}(%LT3!<D-_5DtAvVi^62Gq${hps-$_r=py3*z8YSsDY6tl(VLAnb
zWuv?{!_*<6?T|){yvDT7+p7-_#6bW~!@&89G!|oS%!ZM#bh$U9SH+<9COofagC5vU
z2E(RyYxfk62~(aq&L-7<h!<#Z=s%dMkUt4a6K#iy|Dk75j+ETU-KSigSeNbZJ;)U`
zy7hWHujDZBT5<eA$#P>BM(!Kdvh-Z{%e8C8aj2fltNgk@y2equb7ZgPm3}G&lPEjC
zezpzK0~W535pC(*qD3AGIwIgJ2H^Vmx;XUux_?>2?}(7$GD!B9zC!R6+JbG?`bGP$
z4ro2`MlL*e7pR%%3+yun-a?~RC{QL_&l^35`@HW+VmYz?b!APWi?Et?S?Ku+)Vy`K
zB@GF!q4&CNR0JSvY;dz)kVTN1lpi;C6y`bmwIv%VzSQtzGvV>1^OfvjbBExC@mK?#
ztZW>88-H;OLLEwD@ox!<?^4fkv7UxBrdewptOS5buSsL;(f8MhNfyw>v#j?xi0JjE
z(s6kDpX-BtZx#Rwy#0?-<<0UG!0P;WqyFn`C$bqy);mqbecMq0EyL1p^ALPxPXZe5
zRFXmJlB_Au=wqHS#Yn7nzyPE3GRR-`E&f*yd~$i9pcKDs9M?Vyt2=8!4+1ntc>h^g
z-)CAJ-W3RS3GBRpBX0*tnB^`5ez03m1G1Hr^c>;WGMHa_IASze=AHlmYC1UmFY}OS
z8P2oUs~cra(YM(++$rcLopvW?xYbXr6rxOx`tWG+Fk|uz#Kw#BZwFenLytjYM4JB2
z-5_C&YZUx4k4+neXX8mjM!HOn!Q%yJgG4C5m)c+=|D}IFMDADeD%re<JG=LDX!oRc
zV20__D(T=xdXzZgvDIw?e!sQ!S-M0a%ytB+TZZ{ve!1G$2s-;A^y=YI=*r^IcbUF8
zxb)v|bNxBTkh{Tot5-#?*nn^ky}tBVa;10evSdg&R`$g;>H`||AP1?v&OE-xJh~we
zdoL}Y*QFmh{DDc-I((*5Y5#Nfc^1%dx@?zv;FXGvSB<(299)N_S>VwB!Z96`dyq6H
z*EB%>)Tg9MK!$v}09{lB*NPBLw!%1FhB`k!<18L$Ah|>t$~c5FJ^vHRY^ikqnBAM<
zTWWazGm?R}tl23l{)F+qO@pAu_cSff-we}nd<efM+WD0!XXMUt;+M<1KMJaEW2zo2
zP9*Z#_o`Q||E!_6cIPu6O9T>7kw)fvMcn}0!11Z)HK{&UUWsJ~NkfX2)wm>mjKjl0
z`<A~}{AQmcAiOqH2t@WQg^oUlLW}{v84h}O4hp!W({ru3Jf`DKqoNS)hZCCs^Nz}@
z>OYrvXwDx#<l7LUyK8{6fb6HD6^_!7e1w35<cd@Q+6q&Vx|R0{VCBOH=tL}4U_~PK
z*I^xy(_tLDKQN(U<h=-Fp-T@%-f{UMg{}K`E7t~ola~<p3JZepiCM9kPXp1QdBuXJ
zuI<~<zihA0^SM3b%!Ka%j=&e25q#~i6uVMCM|vwGBGT}1rdmIEGz~cCziga%3f%k(
zzJg*20!DRIsl-3nsi;XCU`O8x@aKSr!=ZS9*U<0UY;6BLQSc(EOx%ScsB-xad^FXf
z|MoGz;B3?5-PDl@BaZl8`2l@WKloGQFVGMfKk%If-#hd-jDn}4DTnsryT!0kdlCZw
zmry7{7Bf3EQY_zEBXoNv=7HYNO83y`DmuaiI^zZJ?c<aqD2Uh!)p83%yZI<c&ptOX
zqNRY@qq>z>vz(rL^@S@PS1mmkaQ=6@pXU~rbI$wkTJHg2QZXCL63RFnLJ`S8k;hLd
zE5lq8Fcq=#7SNOE!rTFIXK9L5P6p3=%I4u>XZ46~x$WZ*1TSn$=4?uch?h-=W3BF}
z$bWqBw8o%#@^44qcOp5U!6pd8=%%Lejwgu*VNk7?W>@k?en10^XvJpU$8=~WZ+{@o
zzo*SBkU)+R-m3db84RntLe0Kq@!+mM&^()yTxo>Olm1tID3+Hp`KLiB!p)S~4u;}@
zhM-Z^HM!qwuGi!1yRMT~tK%x;-YK6ZJ$|=sZqfXNzvzkRI1Q*5bUYzmz@_w$k;5S(
zcyub>#--9=igQDZ;`1FJP3eSp@1G0+c%CjB^T$cke_ywPd`uHm#vn|ReBZUWxCe4`
z2J@^1-@Pl_SSww>_u*b#%F9B*-P78_Le`|eLvP;504BxhGexJvN#EPWQ_#{5Ze|-(
zQF{@VcA(|$g*b3S%)!vE=3C{JI8*DP@z=AOsh<_i5IGsY#GX$xGQI3xhM!RSDkO40
zQlO<N45JWws}NVYJ$#-O(_Oe$=`u!`ch{9wVQ$C9RD%lA$G{={XC;&-LoMrDF!Uag
zFgZTcUQm*T{4(e?#PW@}9=UX55KX3)qW{NXxjn*kz>9k?{pWf)*n3H2S+Dz@?Q?a3
zOHvY+7ixL<h+!o~TMmwDnr}(J$Q%rE1Rv=_?pJR@5*xkNAf5LSZv18+*1vu*&WsqS
zt?(>S7rZ2;Or5{m_2H{kmBO&Vvi4JZ@%j6jwWv{+<<lBxFJ<wjCn>-g_7cTA0cCk(
z?%X|vArFEmC||BT@V`tH2R`dUDVHZ)w?3Z^;@Ve?UYrs7PQOKiM8_eC8d^q->C*y3
zl6yklGl+@BvoM;?P1-;+%_tvfF{LY%Y69}o_1#@e2Yp^{vw`IC`t|7~lkz;K<2YR~
z6+?Lp$}=;Wy<EQD08Q3ny?mK=%m91jIVeHQY~Rtx193ZKt%^gV2D)I5Yy?M}Px_Jm
zWFaR-GMJ9)Gi1ww9in`H9fIAA`;PPVSTCcGM~K&=Lqq)Fm-vr52@XPJuTh6J^f<Yo
z|Gt=usWR8eqOmyiC+sqPzxO4u5ZOBc4XNUWaaiNU4#Um)Z0Xv_Pm4*rO;0v`s)SE{
z-mPrrMIp*7(M9twTUsiv@^-CpJ}2$9VuC=J^FY7BT4v^r_pioZ-d3*e8OS-iYW;DB
z7jeNqo~!;NDu*WZE(LuV36Qh(XZw~<qXhQZ54aR%_#DJ))vD13yF`7*;y1@#k!JUJ
zMd5dPz|<l<>#<{pqAslr7qHt7ttPg7nvW{7J{|42*Uq=Qi}e0}W{Ybg^N9Wi#9J?i
zqe+-|tNm(q`i~ZV1fIQYY2vOyCo<w|lg7pkitUUSL4jLRf>NJ?@GqOR+=o5$=D*FB
z%Pu0lq?Z^PCbyC&k7k>eD+#9p?MZ;`sptM=5At#wLx>&akGtIe0X<s10v#SeLjRMq
zJ?V1sl<`5BK;eP!!UAKY7Bd&})lu@*!gyXn>K<Yhdx9O#2`0Y!=8YT<jp>d^<Eaz9
zdE8&&<19zayOS}s*;C4!HCobh(0N;O4Ynw<S&e#=OZm{z=&-9MEzDt_ex{*DQbNn!
zUC`a*?^%`BS&i0dO~iAS4$T{QdQ;irgrxaC>#t8#H8pqM03p8r{HeYg0)u}x7XEAu
zUjM17_p*;5Pcj?Z<}cEFcWqhCS5_rn#0wJ@<9Yl<J}rsjRw!$I3f2j9p1n{aVi)`>
zq`Ibh*YlreDHRIVsrn75s`cMN0^!J>nGVq1FL1dfQn%1{2&dj<APQ;jYIT71=LCcQ
zqsy{GqwUb8gtvs;V1-M7>j6|A%oAz(Wx$Ere?sSU|C3*AK`JtP_jY`ift{8%Hqe8p
z(|;Mn4u~T<$H2P)P3P})v26Ox5hsv2psfuG27ta<Xy8b1j)O0wrgT+{<?a^6{*j%f
z6dgGy;DOcklL8eUmu&dUsHd%<UeWE|KUC~Ewm3BC;0pA555mlK<?xf3CA3|04wFTi
zWM-pw<Mxx#s|)Oicx+k_JV>wo{gp%yGEwQjT$mpk_168%=a*dPpmCt|qq?c}ziYr8
z_bU`5FK~&fo~R$qzY2bEgCYS)3s6W#5`Z_bnXj6DwjZhC-EFHp^iUZW`t~yDtxucF
z8pAOt>}}1u|HMm^f!&%fqY=3p*)B|&z(3B-RTw#ctYyt7F%9>JsxHqpT@<yw;tJ~S
z7t|fBLqh1t#xMb$AP@~=SSmMr<^=R@cpq3j0;HBzQV$&bE?F^4bO5@z_5u`?ik5Mw
z^bz-*OR0P5+ITl=v1z+13jg(m=+PVQvpidUT$nu8Udy=pV#v#&c$0KA4e5M)GvzQv
zeOv2+Q(+GOMgs{3PLPw`_tT&&EOVL{zOPxa<y+7Dehd9;^B|FV%&;R}xf$BjCSJXJ
za?zT>d7;&DyK|V1U4{(9T6difOElUEFFfX$)DHzV@0jW}n?^Y8K)`I`DwN<ums4IJ
zpC&0xWaGPlO_ONvX9;`krP520`8-yKCb%R?r7~YSiQSr}Vaua5i^Yez8aA3fQJs#o
zWqdPcO(rY{_=wXtjY2=c1m)Drj8Ry6=lHsm_IsuCWt))~aNN>u-8qKPy=5$>2~bKt
zu1H61I+*O%AXg3=HekTnWmb<e{Otd2B4GS-0uy0p0n%JrMP8si4!;@<^rJln$f2fK
zwg>g*(aRuKtgOt^0fc}v6&v#jCyqiE55RKAVf9^Rb6Y}%7xZ;kq>jPXlvG1l`k?=J
z1CjyOtsZogI>#}Dpa(;$3TIe@g%HXI`)B&3;NaJ&XsDM8SRkke32*dQ@q|uw0P~9=
zkW9S+Wk$EO6~Lf-ObhOmAMrSrlOix}2P0GMyKnR<h>SH^2(l0(EemE(dWcy?GJKW*
z%=hW784TTKKZx9bfg`y%6Q{Or+JQNBrNs^#Xw68{#ddxj$n4tNEEckBzG|-?eVEkb
z(Y9dpCzUGGCQ`csM{MOr6r71BO>Dgt>Y*e12lE7nfN@KJLvP6&I|aKWL;$npQodx6
zTx&2KYED4cX{w}P?rf#Pz#n?QJ7fK;=lEBb)Ze{Nc2Y#McVd1X%j$RZ%kC-@#%o<C
z!L~(ke@)L^DzVn@*Sr6$fbM)2Ix`%4RiG6{%evXiy73~Dbxq~K>W`^b)Pe?0y6W9D
zO>l7^F{MabvAQr9ZDgNf;L+n-@^ar^U28izCnbtOU`(*cdTRY9PO_+1I=A19m;X&E
zuStn+>8m2GNt<U8GY;9n1NV70HKxO{<iNG$z%CX0h5QQDz<ulc{UB5IqS^2w$MmAu
z^d`&nB-8M=Li6aK0Vb<{N%7r5Sm+-8`VXN#5!0<vQ#dw|`|3C2CM<RZgKFQ(Bd)_K
zmTt*Lq8;PW?<H_{e1~%E9?FBJ3Bvl843u&+k6?B&w9orO8LX7VAJEK)hfpi!1k${-
z{#Wuyi63RVTy8`Jcx8lE#1u|;-x6&YWE!%IsCB*ntnTac!PnB*Hzr5M@Lw#e(}1cA
z-FvrKE02dCy+w(A>$Cht<_NN1NIQ;c{^-kPqI#kc=Y0iI(lArB&8unErMeZ8!pPGA
zHZ&o#R{2|@OYH!uX7DDg4nrsl?fhZ<_!wkNLw64ge1R=>KbIGP@!LEU;XQ!9kRwg@
z5Cbek#4x~XAsCc2u9Xz$cMQ=!p~N4-$b}}Eg;*(C8a`ek?fdVN2|`ByvF{nA|9X9?
z;45coC`S-0BU>7lkg1e)EWYIfNWIsdPB?A(YgACZI<QBv>Sd}}ANWlEx*Zmq>mj=r
zC{n5XW4xqi3usCLhCN~|TS?0pa6`kO{;evFXQ@^igRVg9c^3Kerj`4CU=of_Nj!hQ
z$~sCVu3vzx&=E?(4t=%<<tnUY7WIAzX5sGffh*QDLDvb#aaq*CFt;Cr9?62|WAZ0J
zv3*k6xmX8~12GO*cwmzIasN-{5=5Imys&bAd{Z)<zQN9;K_kJ1qBCy6s|VSNZ96w-
z?n5BwK6(80@~%4DQ0YI*<hBU{^3#R6{DB$?q{%{ep6ydVHQ90^Aa?nq3Jyv7&P$N>
zAyd`6*p!&aaw13J82{g0s7j^|>3cl8W>fFEoU{(G<)8e-e7*+{g|;STpCqI>y5E=T
zNTmo7Q{^bEd|G1kZ6RCb@YQ?qxCgg8e`Ouce+hb2Jp!$8<ich2?y;2ck(>*o);nC@
zZp)Rp_U62KR;0fxI=n+b0C|?w?<f7ikgw*=o!Qq}d>+NGBx`n9rg&?T1dPt&<BB!x
z@6mlI6IJW7`#4Q*u<s?R3I!~=caH%#?jzCd1R8{J@f#|h#|VSk@w#@%GZr8%_JjtT
zNsj4=lOaPo&oO*xcs}-pJm~iR3x8)Y4Y*cG(lN?o;m2OH<hZv}{UN}8-In?9|CYJg
zXES-=+#TFjQ|WuoGKR@|*Hm(pGu}9-*I-jB@xEBxZdhYmFFSO_-^T{=Z6PhzDz5KQ
zxr@L^`M?T8nD~8kAeThF;v+i}40Pogh4>w*Ptx?uD6ePP{sT4}zlx<alcN`DX{CAN
z!g;t^HPnoH22FeW&G;Y9JbE~-!#h+Yns9c#OVVNTcK_y1gpg55dR1+p58erSH*<M0
zA`<K9ws(>JwuR}z?LHdq^yLdeRQ&R6X(^$D!z@w*(|<YE-LX1!gF2}7FtM%p@M`=~
zET8h|lZKp%`^~K?dHPC<@hDWhVo;p2qTX;epW!JVb!Ae2@k+V&(eyZhW<-d6_{R7j
zGP}3L?k;j!cB?^nY<_UOi2MK>GO`e0)>pvFcH}-}L;JJpya1sB$hkP~Y6r#l!v};~
zRmh%i>9tOrOnZfdFUd+$y?zi?vRUEw=u5n6_cCY+k`)c~%7a-m$tfqlC~e7coLc;9
ze=1MZ#25O`%31vpf>3$tFRc+20DlnDDVx7LF*1~*q`e_!EP5U@!Yu1Vo+oSAZc}3M
z)Sh90Rq12U$V~gzej?mWSvW=KFTR9zVi(gY8TaQbTiH_`oxjE6=bqtKs_bSFS~Dsd
zu;f(lf{d*%a_;&?-Ug=F{K6d<ll>cwGp*tQt^XQ3reSWMFh2R4l}Fg2yf4jC64&G9
z<z*Y)Ev6}#cH}g`!w=w?toIfOX=!AlQKO^LIP}@Xo{$c<gJ2MufeEC9%>mKHK#D7r
zz#2r*4=GN31wu|4U*G;A00VmO(f%MgJHg8M)pwY&)Rq1P24$bu2CF-U0G0aK4qScB
z7fi>`IAoLa3hHARFF`;n2$*NuXD>-@Jj;d2fcJu>Lx3pbeH4uAjX55oRWS%S9W8J6
zXTu~PA3r`o9=TeepI5btPk{crsnvN@Z4Ro7<-q3xBN<Kth2pzmhRIj1-q^`aeWb_s
zDWuF1cXd7ORF-<%QGH@&Hiz{*S<7C(;vfCK8+fa{SEKpXq2xt&Pp?*#RwQkgYhokX
z*-IGsJCOKoZ-zfTf-*$?BViAu=%c$LZ4nMx3n(*1;4iT+ut<3dET?1JP8uYrZrbS&
zJs8J*XOj<u1-*#q>VhA$x;<|P9qO!;&Z|<J#_IPGUE5-=mw@Lyt{rP}$P;(b7TT0<
zB15greB6oMFLj-@l6l?h9=*nM3_|a4U62DL#%x>{ZU{s8qr|rrraqDwR)p))+5yNV
z=%YOS3mVActq?He_z|KZDE`GLZNd&u#!O$vOmD_g@4LB#1V`djn80&H9hS8O!&-FA
zI_YU<RZqWoEL?P}YP(2zJKVoh4%+2`Rj4Cv(m!t}daWdSt}!&(LmDj(TUMM8B)o*O
zc76{}_%@g98hcN^_wMeEJP#hM$u^1nDtKd);E+EnF+9JsXS=^$?e<)NW$?bTS!GGf
zgLg98$C(ASndJ?c<sEb8Wuiuf_Dp<*_SN@Df;IK?b=U6GzrVlsbIpq9y;YAcP+|X#
zClrcf6V&m;$lrxYe1#-;0>@f^e#K=Fa2n4;PH})OA8I0^g%$7SMz;c2mN3v&*4lCD
z{{aDPXeua4&Vl&vuaK3_N^$Z>A%07=0>bAsWFu`?|8>1jQzwc=W7~ou;_X(E!o+sz
z0Z>MZ9Ll$&L5~aSg#SCa$zYZy$T$>vKM6rnh0f6cwKV|=T@Mt(E&aD)^)iJ6`Ieye
z{|c<O65A6QL@;dBtE9Fmx_mmloPLm}Xvx&Q&$56A{0f*~6oLTV1&WC_PX3{r5NFx<
z2aA8vVlz18=7d-V?im!4v5F>zmaU*BG8pgmS^ia*FwiE4$p0tDhS82lHq%}PeH6z4
zs>h=-eSwL?3s7~@Ky{Ho^%QKZq&i8{Xn?8aT7wz;i}<o_Aqcqm;x+al&ptThIk4ED
zr+q)izPmwZ`T8ulSWP_kAi6@u;qMld#*fzgiBLL;FaMO+cwJn7EN9!*<#X#8|6c5s
z`$Jim=eegMEvFQfr*8l}L9Ou>NSv6U-hA%P%lR-oTm}OC6QMFH#eM_~f}TVG{S^v$
zv=n)@WwG)^aX2_&6sjPVldb#G<U^JInfm%B5g)YtJ7O%`VxVb6ezC(rp__=oO}@jS
z?0Ho!@)?9*KJsEef~j4~Tdb4Aiwp*DvujaG50J+Y{<fO@ML)jD5|R4(j_YrcspY5+
z(AVw*#0zQ}-N3XlUe3q&x7~MUm=Cm$vE?(!Ytog^AEix@DDug8uZYR<sCK6GCm6t6
z3qCAv61&8TVRy||yxLk;gC-Bcd|F=q^9%O@R?yJ*=%x#(DUZ!dEXNh;q*}k|a<fr(
zt}iU>Rx<SVGPG_j?+lbdY3_0HOtBY#>RVP*kt8BySSoyY<)2iiA()hwtdrGP(zH>Y
z`~0t-P}J=gwy}F$vIFuZU+sCcH1}Er?#VAp^HdX+X%Ssi!T@8FJW;?gXnI%HFbHX&
zNEA@Ko)NyD;ijht?zGgNX#^bpKAdFZl9!~Jy=L0G-DT&iudZ3vAPilIQ#qJdGlYd5
z>WZ<+C;oz@1IB3r_85Y8T7r&u{uVK<zouG$+4RBSlvKdX2o6yR5Yz6l5V`_p$XE>A
z^d8yjjc{%Y4%%w*FiEguDG4pnxO7!H@2%s^??$x)40!OoBgViDC)e3q!VBDA<P<KY
zv7algTW`_%<nuMEsrK$d=b91KD(PIRRTMxGWdq{$KqDQHQoP|~SSHnzZ9|yeV>mU%
zTZX{JGuB8iY1x@wyICH$!ob870ZH(aAktuA_N**h9Ydc_!BR76al$%Dzl{yOO3PP1
zHC(Btum7%G&tAxllF)$6@WDR(^R;@7uzB>^@CVK~{Z>8hJV*RUrx|0BwkKP9iikY@
z^nP!=DlzQgN-F2bHqo+OqqD4FN*rb0T2}exR%Xx?wzIC;>c<m-a<T7dpao5Fnl^Oq
zf%`(rGhAJ>b9tlZw6<5p3u3HAwo=2pu>%HoYkPMb#M@)}zJA(f7&3{ojxLtcw65Xh
z!9iq$q(9Uj$_8E`@0^!lu}}Yz`r{z&JnhGPQ-cTcqUFlBc{7&1{NTrL@7nauld+Gy
z8R9=%ubOvm7xa#`_^+(vFqC{)E&zP5KOV5l*rss@7x@LL)sM_yg-sl#ZPjU2r{wL-
zfMQ=kdiv8<)Y3!3(n2WG$WGG9T+`8haI2=n6VO*spCKq3X}<7KX`O!Z*mm}L?1|yp
zOWPdUhc0Sg%TJ0EZN0`AxLl(dMwpluRLPto$elvJI(I2dy=8X@vQaY*e=q^*bs?dk
zDN*~^`-VhuASd5I?_TrYgumK9MaDnGO9+^zre*YNKBl*tQu~;4?<!(kQNZ1Ri0HNd
z2!F}0zB6hpfF_j;(@{rr*aAN1tJ_~m;&%M~vjPw*I!E~dsAx|QOxvOn>u;)lb^+Xg
zm$3L8;AjH>1hc(mNJYNt6sL9OeJU6Zt}&34yF{4Y-T`UET6o}ymq`D@IO#`X)NFcx
zp00^pCts7A@-3mLWZ!&&O0zK0;o}np3~4S`X5J942n~~s#wa}KUHMC=dVi-Sdb8r*
zZ`&6(Z9RnlnOr}RA&2QJG=M<`jwP&m@)Y0OkB&^dWYD4buPyJ8<D((!t(JVD0Bo3r
z#Z_I-&acMvkV1rJhtX5Agn@kAN)QW%u#*7(gg_HIC%_<%Fetacws8mBQ9=Cu$~+3R
zmx-Tw?sbs6ahoFimr+WhoWLfqwO>fE3gCX{&U<DKI5)rY$W{GVC=29m=LMxL5<cMh
zJNIe+Udv;m@rNri2qcwIOJ4%ZIvbLGG17f8KRA^^+3Am3Z*?Q-KWg(+r-_1Ri9%;d
zLg$G>r-?)E$%CJgHQl%T;l-l-3C3W2wj|M`yfbDf7*&1tQi8e%W!R%DOuiYxE=&kc
z7G8Y~PEmEg4av$i)1AIU6ks+p$nUtCAs8NC?~^!DkEyv1IKOVE*0kWs%MUXO>PO*Q
zJQ%YMSK;rrdPRG@qe`qzYr|CVJgYEOXL7)HXR|tmnB{`uwYz^miuV3d{i_O#?`c)5
z9J6jcVyS%^2|GEoO23!kl?U3bDR2ozl6}tZzggKzZI71j)Uorn6D*@1YRuEHcntE2
z+uav3;0(Lp`?$!hms=i-uTJ?Iv3v;86qBX-dL`H3P&5kkLeze2==Xmk{EI!je?GEb
zdXT@VwCFZsk|eq8POUM-w&SQ{oCXalF$xr*zez@ug}h{mjCj4vcu9(KY|Ba;?T^am
z`YzIzAN{1WV7r8GmsjvZAJF<#^N_8r)rxV8N;<;PQWzhWXy^yYI1k9m`|hTf6?qp>
z@zg@czrT%$73YuGv;6nwuHpP%Y-aJ_-T=(+fB)7C3#(`9HK;F&;m$go&5ypD=<_+*
zSA)u@P(VPR?POU?y2<Pe<n!d|={%b3?*)gm1ZIDDc#<&C3`FHK4MTSg_t0n4A{iwy
zSHqXezVcB<l1>Jxn|k$J)X2vCDt_tFu5htVn(@Z~P@e3ex?avxi5E&C@wDW^BJ8p+
z*ztm*byn%zV(ywUtlI7n)k}Q!kK+64PfKPfrPv2p5dK0#g>kLHg<(@Y5^`1!>Iy9Q
z+!Zo{p~|7l*+ArrF(yRwkEW^|Bl%$47tXAhAUHInywQLl3fvL)b>siOaGE)^vnDS9
z<P-;!$r{A+O1-(O8m&zGil~A+vXEy)-Kw4#O&I52Yi<xir^Y<34*g-d60TGJr-wnz
zpDauSrD)im1#sBsh}ao*{}b}=oq(ELV(~?MiO_^kEMnrs<D#X$$4Vq5)g-3<PD-uS
z(RRzN!sxmWjC&p2X<o`T@KIxH$$qscx_vmU0Wz7mFiIJcNH#sMK}bzqZQBf4)B2{r
zC0aT8(KfV60@UF%{K0gD48fQoxP-Hg9$3oxxmhtL=mr4e&F%{0C;(EdurLn2y1jlV
zHjiEIkK;g^N*{}YLuf0(_(z2I@sH^B{P9cfcVqW4<v4eXZI~1mUqT2wG%m{9;`g!<
z2f!=BfEVZ57YBhGm<R-V)kcd2g6wHnpeMo)8+JIE+hUT8{WFR@3dNwJ+MYA}A5&7n
z)IFL~4v27Q0%)iD5UR2XGI*9by$!kkhD^M;LS5v|-($GonLSho`bF%2%S=!`1lMxE
zIn?ry{;`WgPxWkegK*1ha|wA-zP^s@vy}FWDX^o>lie1{>T65)<ps>x&+^RG`BYj>
z<>WUdtH-~8t_MGuE-2>Y`^NY{7ES}MLyCj%5<LKcM?gpqi>9}p#3a0Azrf)7vm)fB
zAyU6(q(ucMh4Y(h=ihFZ;ok$OrTXBqX68jNiTVm$C8opQJhqG=DhPhQgtJ&`qiEq^
zyP3n5{o`&Kt2OtSUZ|!=0*fTzwBt$e*3|h5jY~oL$v2c0f1d)<Fb}3#SQ9tVHIRd;
z2UR4fD37Mq%}Z30Wd2Fk-31bAwR8`Todac8R;6R04~td#7@~;whtGjl=P6fZi8@PE
z+B5<#xph8$&#k{#))Z&ar2h|7*SuShe^}tU^#if?!+o#dBj)SJHUE$3XUCv<Q=Bs+
zIxu@ZHv9AFh}*yEx*azbcZuAT8k&Ua$#>hXKO~I*Opv_&n4MYPyJYuF{LN|2>!t?;
z5bce?!QrfNF?;s`Mu+c8o4U3iT;p`uC&@UEz5Mf&Ivy4k@D=m+3p^Zr#H-S;h-Cv-
zj8yM+C0H&%#Z(mPJ`!AP5h*>~JU_FJDdzwdR&XAUfLInN)p<gGr-xJwp~5+Q_c6xr
z2E_?vYp%}BGWORD7(|vxqma;_e}Ickk->nN<PM)OVEqskH;2cxEk0T5y6^cba1ute
zf>LL{Ll&ejTNen;e`GTNG)l5Y0a)AM6&8YMLVo*2knevC%V()^9p>v9FLOQ6Xwnpk
zz0aYWFgn>w!ak&VyXTFN@Rc7BQ~Cos8ut07ol4dVVnC>9lxk^^U|KcQWU*}0ulzhr
zt#bW+oF`4Ke!i`yXT|un0~;hbPO+wjS6M&Bo_9bj?p`8)XmMOuO(DRt9ZahD@`enV
z|DhD9ZNIaOn$eUM2!fr;T@iD_R6fg#0If7M50H9-3@^#L@39wS<fMMa1J_MEWW!Ax
zu{?lm{Vx|(s93p^sMusRUOZJ*^a%~B7e!%%I-J`rq%4#P*Xg?*CSE1`c5N8fh%#4J
zGyjjHs|;(hZNpMBsSTwCMz@40DQ+|Z(vnJpAkrx{(orHHAV_zoBHbm@B_Q1m10)7x
z`=0mv0l#(}+W~v-`#P_)>b!^kHh-SI0na1*nZ9(#raqUxLKbkH@wwb<y$F-5V@-7a
zqc*A+Ihsr|vgJN%Go4{&g$>pT2-XU{Auh+^*O|ZW2IRZvKy~nW0|NCCwsK4Bor7U3
zy>Q~NBZgssZ!wUaW{4v?1@qu{twYChSA}YMTKocrn>`|ur^n>l#ccxm?<$Zt%m}vb
z`#QJPY>(tQE0cb0i|%a`2!dnSuz1Uw{?H4Pv#t^EuPy7OE-8pvSN0BMa6BoVkJa+c
z4z;-S0)DW#-^%7O<{<WV4&A%tcjhRL^1~hR2Pz(2IX1B4uYC%Ny1Xp(UZ1wMS)O+v
zMNXPz>;~*$VFysuLqfmgLtetbLTjITX9PQLWjGLz_T+D~XBPiesR1>(9#sH0uM%DA
zpQlJ#6{DL4|HT>mnUbKmrG4cr)&uenXJ^lRTd%{}P%jQ!ImeGIW_A|Opk9Ui2R3&v
zZWxyN_XII6+#&m^GeGI0)k+}x+>X!#?RWV3c>5Z$d2}e#B)Z^b*{(KQC)&153Y+<F
z&cSs1+MRqeBkEhr@kfENg!uIkCy=Y~<tI$HEDjqzvkjvI*u8n!ujM?I%M)<jF=c5B
zmX)Vaf~QIN*E*C!!4k`gkCET&L|K1Em@|?TFp+fL5{O7hh;gK>#0E)FQM=hW<JSzr
z!k{5Pa5LJ3m#ZNGG}b4a#>+W;-WP?-@r1{?gEo1Q_G@JQYfeO7-UmOkt)rw{v)k^Y
z`Hi=k>wcK_Lzy~2G4=YF6K<u71rjWAC-eqs0Eu9_!h7y<gCy`7ksrfTF@L^s4<Ug{
zTki0o4!d;dqPW{1ru;aM?QCWE`+&N;={skeBTDVfZ~86+l}(eDEz6ev3+0IA0^eo6
z56d0OhxemO`x9!FF}cX|MsVrl<HQ>0r2HiTjYiW%e<F;$6J}T7kMCV~$&8w~K8Y?{
z^=kU=_gtso-N+337fePahmE_A=sCw;bVdPDYm%Zo5d558`@(eYNxP-Kp{L&K?>rS|
z$?p2pEl-J@-weP?HnMa`Mv4iy^+HJbI+Imhj2^WVQZ9{woa~9b>q2g%I@vQ;0+?_F
zOvkCQH|n~VdarKvv`_T(FM{*0N*Yil#VZ6BOT_*xkU33>)Z>`~naW@c@d8ZvIO(x7
zt!Or8?H#itf0~=%mzGqe*J`oS$?y~_CC%|%r2$HU9#rORHHDmyn!2HtM}w%;0?h*p
zPK8vfyqB&bcMT)*dpeu)KPu@>zTmrSG{C{X#v4Ug$`)U!Qpm4Mrz)nK+Bad%Nq;s`
z-fI;5xE%xvRHOyagwQrw=@q;2crh~?N!e<xMSu;SVXbsrdu3QgGEGFEOD25h|4%0b
z3l}U%2*3v4MS~j<*|Z6}M0Oo8;SSgV3nV4Pd^65)&YI2}D^J5I5{*xYk0vfZ3?Zk4
z6k{xbRSj>u%0N!xMiaN>=P0hM<kxUD-h2yea4d!((QE|`P8!m4#>&6)=i7i~gCcsS
zjCa~qY~6JyKR99Hc-2QCz92$Edy)wqLi>S`9~|%Rhwqx=;@Ac?lD2~o=KLb~Iltwx
zvIZSuR5imXh-w4C+%8X0P3#W|{N<KpBbI3MG})$3&$|BArq>^;e^a#Q?rI+iZLBO+
zID!<>O-AJ2vO<Ppk)KU~L!A;-PDH@Q0+)s#bdzwv8i>)v0NmL0`Rvs(OyIvGvuzC|
z*lP!rzHl!zBDlf>BRWpH3n(5av5?UkpTBke5B7)+e0$~5#bsI_sVS8YXBoK@Y^Rgq
ztnFOKj&u1A9Yg@n?yxKh{Il#9NCx}rH#~m@XH#f*Y+n93?c6-&+&ufXdF(9_e$8AC
zY&_T0K2hjz?-@;JOuTr(w)%dfG8qWQ7%o5*O$aq7(0VA6w=GZ8lb9@BSqe><`S*g)
zPl0-|>r_M5p1UeP)MQ~mo?x185tG0yYhRW9LsRRokibK#uV6L49BC^#ZPAkQ44pq3
zWqYy3tnYvtuzW`sntuz51kMA$%z{fvzwd+*<ubdVgNC|!i!eXbf(vCm3$+6ZwcQJ~
z{hBEKK{37$`U;j@O70Zj2{!zxN;BN`fdHY@pK%vINA}7>RTq}Gjkn!_3iTN0ld(-g
z-yq-I(tiB@3uY(;XdN&}LGBe~1;xCWI^dfaZ2R;8M1?o*;RymM?AOKrESr7J+=c0e
zpP}3O+#z`5yApHnr16{|xb3V|&!=mMRZzWD`M@61)OlT+8I^F+)zVi^=BHX4KQJ|E
zFU9vtv*6nf8ELdl<XdAy57B5_OSw^sITh~Iov}vw+Q+;UG!?w@)0y9<(&ELweHDG9
z(_;9lQQr)q$|4~|<2+z(kofx{!!T1T7AVVVo4(G?S)Kgz2eG^Nu>%RP9PLo1Ti5p(
zp$A_O^vKjJ`}b@8<26tvrA|42>1Wr6vpwElCYPBrZ!O<nU&^lwN#8Ix7z6dU+~Kw8
zsJ-}fOl&?CaguE;`@1}=DQ)f2VjdfhA5oCJD0ZH8(CI9l{p%+@AW2DmS@zP7j}~(h
z#)+Ro*IcIt$ZYO2nR3|Nqq-L@V0&LNMuL^ek`c55m8glg1GzBt5@FymG;#OX-Z4^H
ztLy}Ejz#Rwj;XLQP`!=gd{RpXBIMP8C_{SgUxm>HdOQ*0i`u>bTcnQ(JE=$rail{T
zSjnQPkjiT8_ed02RQ^gtWvUS2TM*&kIVJ;7NFzxIyBO8PC?g7Y46Ud-spzeuI@p0z
zz2lZ36F-=ZB^#fe?`J4{FZ>j+3!C?7_Hn=DEM$CPJ6cc(eK}}2^b4p;mIm-fY5sw~
z&AHc`+gF0e-?V(*a5a|bFNxV58<Jl#ZYjU~$$eP4y*Mm%GY?}vy7nmF{yxw)T67JA
zJw~C+=V2HczyOc2_&~MgE`Yyw$<2lHal0OzbT`X-b9K~J0~Hjsx}|kMoL?gk$x&cL
zE5Nq4U{}l5Ma={?i51}K={SoAe8MyxFwF2a&^c$h+5WSJge(S*$>Q(FwGRSCT7E>A
zU|gWns@dq!?fKM@nMN*2%pF|y>V7+%nvOfxABpLnn(5~TQrvtB00t>29OiS<O$7m_
zn8jZ(A5hOAI<Wn}6aAk|+WrTr$+HcW`gTNv^ti7>`DUNp<nT%I{CWkrP%3NWB7m@d
z<982KgAu*9fyvT*6c}KO-WTOJ%P_iK?3;*AY9w|?*7x6?@slcg6DwHJCjcQC<X8Ld
zHu)fdp2Jw3gH_;}6dk6!Q}~Mg*-oqcajQ2E=!G63voH=qSTq)nw@C}!&fYjc!*Y4H
zFSweu3vFSdajp+eMP@HE_VhCm;zdIIKKa!woq?}#a9q%b&#gG2KCnZ}U)aHiGVGht
z1=p{ww?~IVE<WpfQK2|G90Yrv*X+mq^E|V0o$lDgKjP2LSi-UchQL4A`O`;tp^#7m
zgN4fs^x04-Zu4L%HG>yomu1%2ed902I6{om@|4cM{}|N?TOhzedOy(h`Z4w*7&+mD
z_|ZXdENi+qzp4wrzFV|F`|#Mpi^mHCHLzm4fUe^JK_>r7`VSV2eohY&TMURbhDI>9
zbIyBsyw2uW;@A$z4bi<we(87i!f*0ph3n#xajmqi;~&?w4;{7#Kj{Cyzou!f9Iy10
ztkd{9vXosXW<NY^Z1r7fxqSR-N!_P+FY{CvvvnHv-ZjhF#Pj`QD~aMx_;Y$i?di#x
zl!PuQknB~YN2Bc}8%uy?7NGA{88HWbsUQJi6hE+~qCW$3AaHSUjI^IggaF%bWDN@x
z0ss&#bNF-fO<FuOn9k2-9SD_J8v`yo7U;zVI59(!&Ix~YmE314w0?q(*rBsy#M-BZ
zFaiAEmxvH}qUy}AFa+diq&mZcvic4+!Li+k*MQ!YuKe|-kAu+IM}y}<Ub8Yp=FBPT
z8_*RhcF2(~mxrl&9c|_YGU_T!H6@IY5vUQy4-EQC$_UGMVJ)KU2k-J=WD`4SR<Bq^
zUw%uX2n8S&2%&Wy4us-pC6oybi?U&~8n^@PR((*R)s<?7%j~5{6cR5CdIgyI2~gen
zs{XT~&}tO1q}|zva*SnX&^j^o3X<rH?|8YS?YMwR9lzLO=^O8b9JB8KV*R=3KnTM+
zBZK!BHfinyf2!>qQtLg3W}AxM2Yk6$73trIvnrfv8?!KR3P~ngzZV)PUouC<tLeV6
z{VsodP=S`@indmgc4AMEYwAtzAIIKlN9E}^6q~O}H(!G*yfqDP$x~3*X_V*n3qVB%
zLL0$dN|E+gTD#8s4uGP1HGm`^ysRc^VE#1e3Z>OKb~qTFn{^H#Hwjs;fgGE>Yk%0;
zNGgb*eAeRNfBd7yYINM0`0`<Wzzo$5!{v3}cI(7(Ca!v&HqM*)!UTPq0p@o?%|j|1
zyt`^1TA1Ogt+EJ?s&1XUFnjHNu!eg*6yHJ?jh3GNky*mE;i^ts+vv>7!j~%o+f8o+
zzqFMmlH4#|0viD2g&E<}O(u8V<!Y-HfnV;2EC=Vyj@etX#gla3da#V&PT-%bU_x&~
zLM0Z|X>?Fg!uCUg5&y&I=F6LYAFppE#Dh_7Q&)(B%Rv{W;Ki7mW#3FcyhY2U9=c`G
zsmuG@i}Q;!o6|y6JKvYG*5*1cF<CoMEiXbPDla6=2SvaW0qD2X%u(a`Fwg3;i8Ww7
zu*kONxqWpwFtT_9;JYqP;JtsC2Zf+MiBsVFir9iTnNLO$pb-Xg3J`)$Dn-Oc*lGo?
zv>g0ziNJo5c<C2xCuD~Kh||hl1DrV5LMkDb5tz$0pX1)uTiO%^3mhwNq@~Wg1&s>H
zWyP^VuZ2uEp>iditQ#v3OVANCqy~eO*Umw*$*imSq57U*Il`ZWHFvPBKo6Omtx*j`
z$L|C(yP^KVWEFkPE?_MZkA~f0Ot-_hVh7fTVx=P$OSkT+T<^trc~yt&THHdFA!aqD
zvrV=h5w{oD`}17OJeI+B-gbNh6HqK&XPPzmqb|Wa_C9yYIy!V%<g`e_yipRML>z<+
z4VDI4=luW=&wGM&{6OG#b7HO*T^;j}^VWi$cgj<;=G179pM<60OBr=&R8!?&>ThdC
zmwk2!r#;+DdsNu`s1G^(QCaYuz3gASHp<WhXJ~Y0Xndk#cp9gR%I4a3QtUgd{gGC1
zu;0sTaQZ-KgDd^FZN@Ki!2*%kTKY*RT*sbfbU#MkO<Am2Mm(>TrKmMOyR5vrz0{|n
z(j&wqFvToTK}(Xq^f_ON4A*)&k57LR#xrRpU$wgAex^R@XleNNbXWAd)t|;bijVMd
zF1q|J71T?U_n>>>pUJzp?{@0S;2L8uU+dytzd2JkI#)Nvs_S2?8)MXU{;BJs^x`fP
zv(E6u_g@5DuYa3TPI>|Uy$(%myah(}*8_Q`Lu^?CERNOd`d_SQA6VL^jw9{k*@5Py
zuBLkyhawh_#x2OlEhtdnamwTr9^LmpDAC0DEtDo|k-EC;dQWl_H1vdDxY5urO$lgb
z|NdfkYTfiKDaTxNnm+OxD3h}&tl$7jN~$_`zD$EleY%ZV^@CXf0%N#EbpuKw+M9}p
z&57AN0~b6o=Di~R#*GUOc>n^+C_x}~+3M3@c5XETvR8O#;EgK*ReZ6?B@hU(PZX6L
z>Arg>Mn*#(FK@H0rR#2QcUnDARM15=HcmC68@<EZ`!7+)SCyWf2qiBG&<SXyD$T>H
zjt-E*Z$Vrf?@$M~d`i5aispm-@2!OR3DB{8ZogBgPW~Lw?oj#*=wDY#`dT`mIZd6<
z5T)~y^Sy&nQ|q%yJVJaO78LKOTe6Lm+T+&+cHe&2R+GfE9Q_Shy3Uo&tjEvuQtFi~
zU5AQB=|3_D2f?#_@cjQAxEWf*Vo8Lat;3;Bx1r=eH^&lJrzwEtNoLn$nJc93OCHRs
zz!S3{dn5Jq3#;IaLN#F^Aq*e?5-iyJ@lBI0WyLq5ehUFPEl31Bn+-^f5Uks;^hk61
zXYBOP$oXF$u!pA`f*A@D_`$7O@!2fLTs?oe+Wflb{^3`n%+4Kr*QUwprBWkDJw|tx
zSmSU&S^S8OE^uWuHB9-Dr3?Pm0Sf%!-AHjQ1xTTtj7s5ERzt0U-V(dOK6TQ0<Zp{>
zMQQ@eC!uRmtS>ere!NpR6~#N1C9k78SBA6ONw^!2v{0nqQ*i8fIcz3&Prv3TsrvI@
zVuvcv)4ljc8mQhrOtfQowf*hMc3Rzb+PU!dxAV8-aIL!@;dYu&-?2Da4VM_!4aOSv
zK=4G~t_<%;z*&Tew84z{Ap$fjsz9(s7Q)5Ad=^CoGUqEL|7!bP8&Npt(>9Gy3Hd5@
zU}v7U*hIvJpJWLa409}-Z(H1NS(tIL$=>~Kem0$x%->xh{1s`;f?J({i|U!DA3Hvq
z-+VUhv~2gYT<W}EpaB8VP-$St{OxS|of)-u(X~)m?tubx(M<lzez*%j<oe$J=7cW{
za|6S>ypK|Ohf@cJ=?5Os4>+ds9vYP_O77l%Fk)ByfE<k4D*gR+&tZnBMO5d6vtX@M
z$z8sv*-?1mDZ_D^I{48Rx7WP;S5i)xhX<yl{&JKcbXjhzdx!1{nI()yO#+d`dF!y4
zm;l(b>s#Sd@bV{hfAQz%i&ybgN)$K?^MfxVSTMuiqm%<$o4q<I?0Z+Viju}#IXBS^
zd+vlst_oJ~(^<vzp|nNZefDdXNi`y;vvwa|$Al<o>8#Yn6V6F|^C{(`tRl87#{0-Q
zN&NzFKt`sx;`<6@sjlc+`sCZ0zNUf+GC=V}lvLOvcwO)FX{&O-*tMn)6(GXLg8*$+
zU0`M$oHcSlfl@?+ik3fy6Le1`WXCShngi(BzyZrAK%s5N7M4R791#&891;=r>Vb+c
z8xbfhRbBLpd9g$=z!s_r49Kw<TdoO=*Ze6qbl|}2qmivvhA>hRzV(UW54nTQk-U!~
zs6ndGX9Ei@R(mO4PcBZ!=Z~yd+4l|gM^v5gu8_kCwcn|eXv-Xe;qToW4SI6-Rnae7
zuak|uXPo@U%mWto{Qpk>%dI-^&WZi3-26Os2YukO{C4s-YnUt>1Zu}dkA78tZo-U*
zk4H_1m`%a1O&w&7GTvTbYL0~jfEwR(A(MVw6CjH+Bn&gd68tms2j9|i#|G9lP5!se
z7|w%boT8BkBnBBhh`R?!qxo^3^q?L-4p_%7!cm^L?-bE+Bh&#K!kteE=m+Bwc1erE
z9JA4syb(sfLar<VwwfORBI<es(9V1OeQrtft?%>HT{In_$V5b}5>sJ?r%(J#3934R
zKoMWRx7ux8n~rq<YnO<kB24$a5%Ri15`Q_o<obIQQ@6nE*e3JG&AWx#S0r=fU*Hqi
z6}o18xk?@D>UbS}J|`r;)xIEcUG%AU^z$gpEWHh3eQ@fstYk1xS=4G$_7g<7cKZ9Y
zJbkFgnk!W)f=wYz85yR)7=k55;806=dcl;0!0HDXXLc*!vE1>Wm6QmE;YJfL@cBp!
zEV;4oh@0CkVDWwiyrH}Dx)TN}?}Ou>x4RSeAiA-n-gEs}Fx^3x&_P^p<)wppKO9>*
zWid*M;Kx<-$KV5H@GmIZWS>eoPvnPoM-o7k*RwDyix(16;*G_vq&C(5#sURiSp+R@
z-4%GsncmQ@aCa|gen6i4#TnReF9b<{Ck`Guoe0=Y5BxFTojtF;K5gTX$^cO`dJ7~~
zVcsFj(dB-S-T<m$1k5;yOBKZva><hJEtKvp9^x&n<P*))`tsFM<jkVl)5Sq=naU#{
zE`}>DNsJEcV&XBjOXQ^7V(mruuYj4AM{k#3DbH~F-AF2@!2%^L+$-kNqxI*1%ssK3
zxJ>b=;ClJx#o^;JMw+DI(%Qe%G(~?mbRIsOx>iamlr8Y$eWejT!D}Ev?S_=INE-NL
zS)$L9?0%KI=j&wT>8bs}$jQ~!%R*MkG|<?~>7A{Ho3B2b^q24(;+=Ltc%@!cJ@M=0
zy&Ha7V#HUoe8>ayixcoa1$?qtC<Y^6o(AW5@GF}MC7TL>5>)2(f8jV-G}uF+0B`>%
z%36A*y7Mb(@Ggi9mVHVZMlX!Jvu&;Gf(uGu6Gp?&ARq?QFg)5Md7G^X7F=*R5RfgU
zm71!j#FfrQw3;DvFH8u7XDqCR4hO?lNV;CKv|Qndd95S;@3MEmfbQ}>eyFOEmLDa!
z4zR&<m|x+&6T1Jv0$@)B(0HrF0vJ|mQiM4v9^h!~P+A42AmVJ+H));z+p6v13!pnc
zL9@}h9Xdu-DHtuh|5|d5KRi9;LFZJO5MBjO@^59M0OrxHGvf7%M&KRIN~+Z>JW@m)
zK#!0BNZnkEQ8BLv6Z)=mrw<%WbC~d|{{3Xt?0K12w=2?O*#5P9%Gm6%Fa%p|`Tfy6
zu<Do*F<I9(*)OlK`ukVL;_zWT`DY0Vu!OB2V>Hu65*NR<;(I!>G`>aqnk_~H&m1M!
zn%BN1S{}Se1aC%j(yzHf_n(pJgFsTxYRf~r2JtQlyRPv&fi5@5U)S?m!IVbc(zO>}
z3d4_{Obb_&uRFB`eNs^g1N{Tj1$UT<-I`i0d&rI*o8X&PUcNRvTOo$}fK-Az@a`Dj
zDj(Zjlq1`wKi-IU#kR`LjCcpPEi+^aomCig8MJlY{JR7_m<<TH^rICGd@iuMN&xM0
zmN#r~-e(SjLh$G2VOL&HU0A0B){mFS+xgo<GkliBj+$-8UNYHncpWOO(B7C`J#=cm
z?Jf&M9$BGX@UE1+<HRpIn``>tY&BjIFxR(Vr7po#mR4Lh7w7B$!VQMcl%u@~PBetr
ze0!5f{NG(=I%FbcS3-NvXlM2X$8ft_%|qfoVON=HOY?^r;`rWf^$3?x!Ug6P6bs7a
zBGCK*K>AnR_1l@GAEq_`VHz^bLbKYJGuGPhWG?aj=}^~^CLl67AE&)VzjH1js<z{<
zs&d@Z>+Ne~5bd<f$fGM~eExQya0Glggt3dlyjtz~ivDVQ6#~S&NX9D@IjqD(gIyU!
z@H}UJ{p0@Y2FBMxlo26TokY>I0)(^zgw3pkl`OWQ06$DJkO~@RCLLft2js48@J(8Y
zK#7!boGNY%lDI>r`h%F$Fm!ELRzM!2OWQL>IQ~lZi6Z0`g94=$B?J#(Sbko#&X!(+
zsAa=yS@5rr2?QdF#9D+s4j6giE2Ng23W%3Of&wr#0g5d&Qk(+_B+(-38)3f_h`aH_
zL6KFmQ>)oR!O&#00EgO?5Fa44LGx(~8hvE52K4w{0N`;N*5Dj0a~ql#P8iPUGl)0z
zAcAITOa1_|P-gLYh6$bNv|}IfO$a3mu;jAagi{tiCc+C3f629YgO1w)IAaJ(m-i8c
zLZX7KPPL+f$ybo5m9d>_kR=(bh~Uo%#Rs+=Ceh#h-bEL3)bUH5NFuj<qtW`&yQbey
zo_ko#Zh&KQky1zUuNLKvrscKg2u#OAn_8r&=j!<$J0}*H@mrV)syxs7+K`&z^6ZPJ
zz$cM@TlE@xtM^-wv}q(pUgs@9zA$}AJq(v*DhOZPR3w<@WIx~h((;>Ec9YU#I=#VG
z*0`NxyOIa(z}NZFxS@n5LqB@Nu4nt{S~SB6=O;T8_NG$GH!~4V_KMz~xi`M!?4di6
z+W)3_{B0pEV`rvzl0r{Bh4iL{5|e~BHifJUgz|ewIm1U4(W8Won%aa4ee1>--KF`&
z)F+pNDc)+S;?Z<7BzE(SQ=~>4le<0VQw>QRU2^_IWbE%k7(~=bj-yHU*}{JIhCNkA
z0#n8i1Cvv1<P*wVGS_im%a~ZkvYeh$9#_@Ge;SFR5s$g<-Cry?u{L6Rb(hqC;K>IP
z`6TA5VGXgZB9o|E8A=Fe1!FO|_~8EZKh=HW#1__1E(+YtqAJQBOBiI6ZD3MGlZtK%
z=Rg=)7@@}F?{|;eQCCPEKI%&V@+jT=v|7=@!y!t-JA{8(eadThY7Ph{*dZqX4pF?g
zA{M~McW6dc6El#6pfo6C9?gh;`1d5mpH9gbkG%py{;)8jQ_!|rjjp61MsEm~uP1Dw
zW5I&!lzw%>E1ZHbpW!ZQJcCY%D$*O}s<S|T!9b!DVY}~H72x?rfY2-6zvF~puU#eC
zx<KVSAo<Y~zz?bTeSQY+eXqt_+EM-Wtppqh5QHY@&qq%(_S%oE{rET$vvpej^LP5l
zUQ1?ENTAb6H2}HerWv*W3_CPL19~<#h!}k}@+q;H6OP5iy<t1-!ASpo)^Z3jU}qfp
zdb|r*@jDn~!eHqiQ2?nwW@aZ2Q2f=vF>m7ZpOuDX$Na%>q4x>vwyU-A#NRD9f<uC+
zB3>4e0sUa&WkPkkg5C_3=P8w!DOH!om6t}9=Xsq#)Xww4q`)v}CAm~3Si0)-lh;tk
zutu@JKAt~Z9mXgqArBq@uD|@vS>(~l^-VMn1XPZ>b9J^T{<!nzzSyr9a6-#Yfnc^6
zqt-j4h?FUp{$P0V9x~}%KFT-<5?Z?_Yfn8CSI%Hd2em(s_~EN(Dq2~bp*Q`~K|<7c
zsXSJ^XnlC!M|trS&rK|h-*((J`YP;IZR}q`>mtUeNs3<jqSJCU&q{62wif|-g+}f<
zirzKTE+xZ0HN%ANIpj@pa9+BRpLYz#9L3&czuRb#Z+rhm@LSGLdEv5crp|j|h0Mq8
zh8;J6pE6F+C<ljs$~IOGr@RXRJ=9Bw&qQ8ZhaTxYcwN5B2#FBmAL<n&72Aq-+=@O-
zj%I?8ud+kF5;FwDUw@>3*Z6F<R%XoKKKmY@u;9hh%ww;NLyz<j60)xr1G(R3UVP>u
zdSE%i({5W`nOoEX(lgZ6|HjUF@2{Y`dQ*6Bb+72dgfGSuy3%fseM#N#s-E6ebthIk
z`#5;2JV?sT7hU8qxGnigE#&&a{Z9Mvja>Z?y~WM;B1?5f%u)xRGe)?{E4c-?9~7+<
zAlE<0cPkGMXVur^a+-;&TCW1F{{i*6dFu`S9SP9Bzz$URr9AsG`KLhfXV}|c8{X{5
zcII?UF5<vD;}$CB`Ru3If)@P<skOtab9W+6D|@4W$dW@3{RiPkY}$9^W+OOABduei
zC*>dt>Oc6zjHzk!*m_H4BgR!2xD+31PIFDv4R|<`$djK)ywLlAZ`8#`LSN%=O!oQy
zFuU^Ei*bC*ACOsscouv#JeCN<QgGkKBY|v{nB=+6T_Q?QL_h~7G(|O8>xE?uJmQ6`
zr51!P7*OiQ$1k{~!@~%ISMKI@vM7YHJh@-XqF|w&&GMv%gCLT`ibMM)M`@~hU0jL&
zeX?Gq{Mof%7lySN@Y;UJ;kYYBO0mRSYk?U4gfYkqyC{wylo4+fRAEUXUFs<+Dw!I#
zqqU-2qO~-&Zpm(^`llo_B+=rks+vi!(ksfFwBESqR30S+Aru8$D_<=NzjKx+3>(B0
z&tdcPR*f_V2ZJv@f0TwX?_;fNFDFadMq~dW#H3d$J0w1`v6w#(HDX2|o}9qSH3MoS
z&$dN@vQ`rewrk=utpTFR10!VO5COjvIBSgCR|F)bSIA=x!9aJ*rDd3ZtJuw>(vB2&
z1M_SQQgNsK%G;X=06<O_g!sA;i9o;tjB5Z9(MRLFj(7m`JrEqD!=f>g4bX{y5O7)l
z_CRYWZtU|7unD(q5&?P`Z-^OzEFPa&KH(<d_69TzY!Gv1;86T6be%bxgN=sc#?UC2
z{@ci(ek@R>wAFu|hWj^P4o8ccVVQ?G%+AU&tun6q3ATT809K)XYj1N6E>nIkBX<7Y
z34>kD84P{HEuHq3DcSVXgy71+@4>R#@9y`%-2XMzz$0hv<6)@cgUZoT*+OE7pR`N*
zpv1?XdkH_;VWGhWCB@%<!=VImYpui3rJYmU2W%%f-O3VT{^U0?j{GvbMUVoYth)-!
zijrMJ;~chGLG4y7esbaMlc`JVkEAdAk7Zb@FjGqxccx8Re6`TM!36DdfcPT}1&Nq>
zGxZ#{LwgR+B>3(JEm=DIK3lWddJ0{LCzaNJ@XT5FQwNC9H1Nbpo2+_mJqx|ExOB`^
z6?j8HN)MC9bsj>GLJ$#K&!ajq@?=-U&#5dHz}sv%$UyT;$RgLk(by~R2j`cQkHAq3
z%T@a!DCFlUb|^!?nK8Gi1b3#GM$58<Ta^W>u<SVM`+jcTZF!#K<ha|!Qj3$bl!b$Y
zlV_#jf$~eBlc3G4%xQ-2;SUm|zSH!;kZ<Y$kGL__-7-06gS~WB@@it_Yo{**<vJy=
z*lJXJXd-)f?(Y+_QERePY@+xb_Eh=!NLesB)x!KRm<;#ljHI-X8|2i`)drcZrPSgf
zbb?1fYzwOM;vO%DUSRMIl8P<)znU9YbvjKnQ7qK|zpp`pWy!!%4hKP4M1ju+0Vn5(
zc!_JG9vl6~L;4mR8|k^(Sf_ADkPZrpQ9mxZ)O8vN`fyib@|K8a5ARK48XVXFFa!=X
ze4AZ`J}xFpQD=A#&^Diff)YsEWe@PO7^Uop^-VjjETJugmYO)NUmk#+RoDm{I*6>j
zx;pg<gYp5LG+g?@{wi{(fJvSMgiyi%uY89Ydq?sU4+i*G^aNvNGuJ!8hUoA@VH1P&
zJfQ*6#Ld*-XOF1Ef0kM*dqx%ktupd9q(#4@p<1V*bSQ#)%`U)w0|cjZX}|AF%ymV9
z4NtohjioAp$3%%ctrtbG1${OER+?txfTcW%wmr;Mthb&PnkVD;>Mrf}S+IERjvpx8
z&8U3US!?-SaQ;9|tUq_S&fForzHVezs_4DUgP*}7H#-sT?>Z!x*I)0sFgw>)%~zx;
zozd5wq$_v_S1p$6IvV_{kLH|j%pIi148CX?BwM1sf6N!`{Yb}!Jp{oXg1k!wwEt}Y
zf0^7Pee1=F2xAUtSDABH*sD%n4HmC!V)5XPQ|L2n=kfGJ{o@_)Et8hMF7Lxe$gz=L
zKse&gU6k52@uelFarQqmB)Q>A_aDY_xedoBsB7Hc>9@<jAN$J$J~(V^!&CG0dsNog
ze#fNC&jc4F^tX$*&3vyl&FlChjvCx@>uO!Qo_um2#3)B7h-h|}$BYDAPKy6BJFQ$l
z{_B$`ZFect005iTact$oBjpw8ql+W{+M9GHM9oV5tk4=1a~yDR)Th5xlQ!7ua{S?l
zutlQfT6PDJZ`K_KT4I@w;xi^XZpgaCy`FtudPn?h#{1YHi3#@WCTF`)UYf>-%S#fk
z$^cvSX6#iM0?&8r?lm#Sa~fwF>by{6aMNmvmdTK5vz+-9bj;^<ugXXErr)2B(b8QQ
zx55gkXK(l==Ywqz(qdZX7q)$f-%WFI3T`G9sNP>2-0S?*BjnA{poS;6UU3Q?A^e&_
z!7H=L3CStoCb$L$07J$9ro+x(Fcy5ukWWa!1YqG*kB|sEg?<FvkU@t~XW-qcUqCJ#
zG)7jvH470(q|G5~O&JvwgdxtA#<B8LirGPNE-ZYP!@${sW&Nl1PY`#<2tvs!OzaKb
zf>wioD3gzuA-A|@Wn6+)Cus^`sX3N{g=JvLa4WWCnU`iQ=g4C>mxJva;)SR?v>%E(
z&qS6iMwbuuy8_3`Xs*G8=652FJCbJtE`=5r{RH=kp`d$x-n*?UD{tI)TFoz8b}7@|
zIJeH>9xf}iAACq!-cTQc5kf(}`)D+F)pLeaEjXy0x_xdGI2e7N26udCq3B#KUncAf
z@`wKd<UCi9HI}gsv2=R3I~0?7_rMg9WaQimO7T{a1J*jO__`^n?|27xOCK@Q&IrC!
zOcOiT&pUaScVe4|{iz$!&)4oiwK#ctRJM0KSauxEe{@gvXqtARa-i8LDWLV)nd*zb
z`WC+%F&keb@0F#Nhd<d8NE1o@P507<tk$UY{Q@lCV<X>l<E<CXrdKlcxjqf}PhzYa
z9~b)7WLGJ@_HawSlXjnxK1%;pi07xBd?kNXe#yL~^hs4AyMnJj5*#ZwYW4kJ@wZh{
zFHW%HP#vSNXT&)3mG&uD(-4H#OpD&DRz1Cz#IFD=!O9ybDCl#S64Jt0+|hxNKfR3#
z^RpR}E*N^K_>Uj`LrqdEQ1-8SG{D5XQRQI#^!a&L1OqV+u7u5bfJTlL?r0f!q{v7O
zF+6bMQut;mf`jAZ;Bag(Ls5R?Z73CnK>eA~H+VdkcEP|CBNC>n4&jYj08H6ee$UOW
zDQqZcE6*?(kK_~HyWU)otuv=9>!AA+MLgw$BLY%d>J;ZD1nfdoHaNa_!1Nv$A7O||
z^vr=kpZle0a4PLMM90ThaK$g+P+(dL0z?(caBJ581kUC7p$Rc)B$ZuT&;~IFbVt~p
z1=@1O`Z+W9V|?bQicpY6A+2v=MCx7LA$5L>+Ey&yAP`@W6B2%x8zPM%AifrwcuWWc
z_Xc2PgEoOV0TO~x(L7m2##oQB0BYR$xANG~{{KROe^$mh3Rucx0nWN$R}3f!J+z^x
znB{p{|22OudQKW6ulzJBXlI*>{0xwb*q{Gs@uFd4`O#u^ceVCj0i3b^#b>LZz^<ud
zBlJOBsQ+R?P%ya!^xVu`2S0%=TY$ixnCw}Dc=ZObtOa(~Mt(nu5};ly#Ao_N^n(cD
zbm!>|dp$rB)q#BV#eATn_w95K%!1lcDh|;wmWzk0Ud(BquxTNgv}*e6(Ds+uD!B8c
z`&Ah9APDLdD+XxTo1TvQJLGO|DGYv!Odjm6JZnw<a@bTyGp!oR2q-HEEtl{Iz)qNI
zLL(9}dM&&m80hT@mX!Rm`Xec!rCc|YuDh&k49~t2m2jPK-qkM$<(lAGV8TlD)a8o^
zSQ**9I`hS9%OGS&&7OdgV^p4(8}~S*_|JAc24oH$oARN1{_MYqhkI=g3ux#T^~)^E
z78|B5miDSUUds_Mbo#dq`&3T5G#Po<YLlN5vauu!tPy>2S^AX~E(O*L>kP({7Nde#
zNL%m;{&On%+&u%kz~lxa-z^r%66TJ(G!6LtoFjCvobzZS>Wk1Y2{wgGf84YzI@GBT
zDC=)r-2QvyJj-miz-$*Xx98kMI631}Q-2~?zyG>u-6QQ>A=F~7)ObwoZDLpV{gH-j
z+lIE<_S*briK<6J-+8|rs=f>f9zrI2co}HuBea)PKAc!PqA8uG$*SHZ8^{P18&ORQ
zsWmu|KrAQReK&u;@LRNPIsCEY?D6cKn~c4a|KEv!Ed{%ZYG-GKeQ(Jtiv+g^`}#DE
zjRWV$0Sx<FsO=*LnPZW1jG|}6dYOZ^(t>4EoX0yP0lX3uATEscT%I+M>Bdbg;p}y{
zNlnfOGR~XS-Gli}tBOqocw`ciV9DP^QWF0@%$gcd-!bp27cu(e(G)5t@+E@n{y02#
zQa54@lAjm<gRC}Iahy}jGxCY!<Chugx}36_5G|412zq|=9#qLVzUq%SMs_y#3zp!{
zO@dDxMPD|_NW}CczwB{AJV;Fa@P=vacsTBf#o+_QrDias2TrM!h=eP+$aPDyTBMt&
zXi01`%XLdr@sUI)DpO7ovhjf4Fb=>u(mG&Tc48#M8U@nD9^7=`$HR)bO%Zwqj0LR8
z3vd?ko;U`}h)?6LpR{XUj@LL6>Tt(TsO5mijjT>ye0jmEtTSmlDf-#gR>*ey(KdBC
z4OJG8pp22eYg6ssd(YvyroYknOE!%g-}FCp7dP5WFMEE2ip?)OJNx`y#N@V<v#~ty
z0)8YHZg>^oLlpjZ<B3S+v#hA;QV?`NpdA|dpD`s9x3#e5z1;~b_qpvhyF`Ke+l*k>
z(<gI62C;x5-K=WZp8#tSaCGzK3?@fN2vC1-Ff;D`K;FK~0piW;kYXgRg^&clNqCI6
z3(SMT3+e%ud+n=05buy?T8e+iZTAbio|InOBO&hXz`rRst^}Cwp?dBXG}sDZ%y8Si
zhB~IbixB^e=`Q-->T}f%w1NQq^1Yt-$D}EZrW;UU{9r((pMwF&6R>Sl7US;eh1s+8
z_Xy$fy9cYChJ)QT$;wubpfUBW5)0@PkIT2Bt?d~PuWm78$J<EU<_>7+I5sxmne=Jr
z)Jp4k=3(ZaPx{+2(_>|ce;dzhClX4Bh8DuY6z-?eQ8O_yQ#0RZb^~F5DB-NpXrz3O
ztZ+69MYy^B8)V3s^brCr>9R8x7<$_v^XJ9*-(u%#o3RXs?4#R-;{-F$wzrDdMeH!z
zX!%_85{&)0N;|uhN(3m$0$m}*!7{i#C<cdj`ON16LWE<#CGa=_<V+N-UbeFT$(ndi
zyo?~3>tEs)n)i3ay++!U%?M&^j-|wI3bPcIKYMS$4&v_Gm2@>9tSOQLH39^Tfo%wv
zG-B_bo=S0NUxe@Co8z|DdGPs#S(q<Ip6ZI2;uJg!C+(9*fp;qUTbi{o^EJ8iRA{Ec
zEz_tI+2liQ`?Cicm!#-1<!|HQm+L}@4@TcS&`jfE7XP&1$k?*F*LrZ!v|<Nae=ogj
zH&-p5RsEE?zDfU4Ea!K}Kjw_D%9^QbmBObAA!*cXp*r~n(Lao9{;*7cvu21^cl^R%
zp+g@;{9VPGii8~hd5met%qf~rP}6jj`qhlvVA;E<-@nhIqQ0MzK0Z4|p^%9&2l+qB
zd-SS+8tliDB{5G(zPz+8NLbeeA}AF?|GS`6Sb@%xYhooGfg$GqEGDXqk2onbPGq-O
zlR)z1j3jA0Ol}PE=^DA#3HC-*LV>fpP`6@`;tIh$pbzK=&x&bqJu{1>1ZG`;TzMnm
zZzV{+3ELRASaaVg7hqT+mJ-7w!N1Q81keo-AB!D9frsP{D(FFk%trSJikM3jnugCs
zfF`CX>k;i>UO2_G1WtIDLEtV(5XQu%>qWnO<E9g!dLNKQKPkp^9YU*5qX7jO9Qf?{
z0QcSxvu^B$lDPltZTvX#OqZSnQLRriM;XZDSp3MLyc<P8i<0-0ZZDMAik>!IxeA^U
z+63$}U0_wp|Jp6}Krr=EPUO=G-Y}>&2)0wbMfwcg3Bt<O?R<s~H7Q1047@Y^NpEn_
z_o~@`+Cqu~093?-d@;kd@9PAO4x{zAL+VzGEA0RL@#^{GIlCn81Z8lKA#aW)d%}3=
zXt--<=<MYr#rRhJk2}MeVydfJcDqhht8qb-F<bjL?#6GtP00c+zo}lclUDYUR4U&C
z!jPPlPMwubos>FUC<8mLg`AY8I$1CfQ$Nx2EnCC$;jz+(IZ5Jjl))gtjkZN<Mi`cb
z0Cmq0kCzpDi%^Iy-P(9@OTw!TgZGb{sR(}~t^jRS>qQU32+|z8vxk$vCHU!sTxyT0
zSib#&33X<j#(9e{kFOy1F6V+a^^VuDCXSdr=u*e*ffvP1#yW00>QV@qwGSQpJ}rvX
zq-n^zr9Ha+8Gs1NsY3Lg-j+Sz4D@I{8yvwdN3^%0^Mi3^j2Cj3(Jg<_nM_M2w*BDK
zz@1zCS<tfw2>qk8ZIK0E=WXbU8|LzNfH={Ta+?qe!FKFv<?B>{Aak2NF1lJLUWQRU
z#{}_%puwQtC{eli52z81>1uG`9fg`Re%$fJe|1e~z^xsYT#lrv3U9atTz$b*Jvu6@
zHF5ZK;9$TFS9Jm=zQuIo{g+x2_s2b`^(`(O@C-(XLnFkQ&3D1Vb;NXgEKO_?T%@_G
zEck2@F$U(SkZLUH5KND__h<+((`9@{BM%5D>517UC_WZ3lW9JuOLh^C@f1#U<w^7c
zhz$_e-St~qq$R+0(gj}uYP^;@FBD^;&*Ed(6=`V<*dzPUtOs@{*k}I4JTgF{GqbP5
zdn<My+XuDG=7dZ5kOxWctQg=RKBO3T48gO<CpRA3-P5>Ej2E`^B@2+yyA-mz-xVZ9
z=FNUr&)mFs64fW~LXpk%j1mG;yn_Tux(NR>cbR2PiTf2-y@QHq*rDT#Pn0X5;_f5;
zKB3Opc=(jFJNK_qoy#!L!7*j#u_q*5XW&@6Z#(xgbmwQXw{mYIdsQoYNeeqqb2o33
zQ5vFE>hhi9#pXnen&N>dns;9^axnGe%zlVnD=_{yorVor{$sz{lQ%p#)&f!Pitj9C
zWgJyyxeZmN9>taZF(w}jwE`6MMENVF`8FB9oayU@tTT*%)OS<mmdX2?F*zu-v-$O3
z?W5L%S`A-C?#99|3u95O*j15a9BPQi*NLi40ULayV}jGsz0rAft7C-D$;HUCKqeBl
z*Sg+z`F}>J_-SSMSFx=+(eLZuJM*QyeVk}!EsrLm{4EsA{UDaJZ>T1>X!jS4EWX<>
z(jucKry^{uFh$Eiy;!Di6b8vV&!=<DM#PCk0JK>=38CEG7sr6_T~zz)mv?->s*|my
zf1f=pjsCW;I^RIe6jJKs>X;QHn!N!o31>GRh*Nr&egES32PVq}SYn4Cr}bQ1SX|GG
z*s2!*svssQ2#dNFV!`1>2bo(Eh8U?^&~$30hU?M9e1*da6@m~fHMJ^$EYa^a6bTPP
zWPgwMH_slh$?v}72aL1NMe{mD!-vRH*l504>iga!g8;^aU_N0j5<*dGt{`|%ksQ(8
zOq|x&^sRGn*N}jPZ6OPR0I+Tgz7_&NGP`07`3i9s0`<?V_;g|lhzrM?*GjbI(-8fd
ze~1FZffPob3jq0;Vda%yIT^eRGz%DqRC%cDiLjP@OPC%qr-YD>g#=SZP)GYv_ey7v
zkS1d8JnrN)bJlwQgiljUu9QIF+aMk+y?StlDT=)4lw*Qo?<HM?t6k7DJUzdfd-<KT
z*lgr~hbP`_w?1tbz@rDb5OkwyD&}E^oiNnbe+!&4#CO?PgmEk~^TjQ*r9`;u=~z(D
zriK>eBmZI_e>ThYkii(7B#e3$$=W|W{&9YN*qh7bn9-?OdODCe&A|$yWiCxbP3OoE
z5oG9v_n%bfB;;kS-5191YF}AYI&%zb2Sso!cb^FpU}Z_Kf(fvz)v?}&{aItDeKi6R
zBGhlyU%_HO*9N{e60ht~GL_CLmM#zbOF9zsQM!r%!(u25ilq-%;~I}L@?T(+v`DI)
zx8Y_w)z#pDjx<!yBJVzpg$h1(s5kbQuV^|H>)!O5+@v_$)Y#t?d^jY=u&-ZqZiz(u
zH}9%P2Y!DMtqd=RyAk~`PYH8}vt)zhM>C$HwsWSs521h${uw^LS}^K!P&I$7^vaT6
zmGskxf{%D2hVR~%DBarI_1H~ig$KWmu<e!%0`~R|cVMl9fhGN}B{LsNM(d_$g1{?C
zwN`RkzlSb3m%`zuadX4ElF#(k?tH615~X>|AFk_@&m^B4P@Pk4ds181Z(Dn8*<Mg>
zkWp=aHb~T%c{NPB_tgdx$^JZtrpkdMO=^xlbgkt@tIhNq_is*5{~pyzK<l3dj*Vkl
z%FY!H<_AZ9f-R(sVegy+?h)qJtfmg4S&yJBxSX<^=*%S{zZ>kr%;&;-T-j1vmG5=i
z!BIH6l(_JCR3^aelEQyd^y=m4SiMa5vIoU&qZLZCqP5-O0MoN{y0GJ)FSeXeT;G@=
zI=yf{QCfgWKp%wc#w-l{C_nizMCql3aC`UGUyd|%{8zU0uHM5>mWA=;PZBaUCPY-E
zXpFwX$GLQ#yrA;Dub8Tm%nji@ab=^CRryRg4zlEvm5WT$j(E(ct-;Q_W6c?wYps=}
zUfLz<2Jlj)Q|nL#y@Uukg;lUbFdPULwg9bL64ej}s*?%veS1jXOa6HyOwmQIYd=(e
zpCWvUnXFO<^7^4ivDgmFwpN6&fE)vTUIbUMrDdHf2Yaez&V=KWk6$|9n^!Z?mvh}M
zOYM7C_&ALxhU;-_q>4jSo>;H;H_L&SB0XDlmJR|X?6DIs3(v<><YRmkSQ2!L=61i+
z8!3Nx|GY_4PDNEg{naTkDXX+xO7~4bVdX_gQ2i$~a$jlqWi&Rn`(O6JMZ@s9tijn?
z+t07^Owd@5fM-j<3!WEuTn*_4pO`pfyC;4fYhmSs5Lcbs&_B1g-JjnY08w244~{TR
zQ@pb9+#2nF>w-faUNh<ki{K_p@(_~Wfi*VH7bvlz!I7sE=s@~eP<XQh3@U*Qpto{Y
z-CgaO8MygW$wZvXySrr_E)PHm%pL4106q{>l9$~;`uc9wXU#xB_}5Evg^aI12Lpb4
z%R*xEBVZc~U<^|fSW^bOdg8I2R{|)yfiy9f+{1C7{q>sUOJ$SH7%>==LxAM?#ff!)
z5mFkKwTJa@+OF3XZWY#gdg@ktc{^S?f9v@5Zw5ERkTO}RX-S8v0Vls;vFh9H+LTBI
zHr~g4T+be}aR~f_U=)cL31?4#NaOHk<%MIRF1R}yo@T`;J`GgUv2Q`iECH;ex$zc7
z0FRKlCGcM#&1NtZBCtI`9N|7XV{nuScR<F+VT`y4_m#j)YC{bEL1z`k`U*d&rwZG7
z>0EcYTzPvfg)931I+?Y{)D^O`dz>Nu?vD$s*B{A$DcNxYJ_Ro&;aih=RVe$+P_<w?
zC$(ckns3`KAN{-)+^Z1e=&)+p{Csf<rcCl?D?3)4w!{Ws29lBCT%R0UaL}TWDocxY
z*h7gE$8T#+As5f*F+4LT4Y`}V?b`*GSL};B$mGbcv60*451>yppS@#loRsis&2gTe
z_FS5C{X6$_)y}A1ylRfY;L!-@mw<6Q$=qo$FV*4wczL!bQD~`qn(Uh;*3Sx5v!|jG
zeQPE-v{N`Ae>WsMl^xyQ_jyfTZ`xg=>%NzCetz2I`{E^2dv0lEeoJk3!;|`KVNr1y
zJGb~Fe(tC2(ws8Vkr_#G37x8{Z@Ka(jaHx&&#<iFJ*up|-0b+PO#g?O+pvRmC@{>c
z=6~pOWS&*vOZ%~{HOukDo<mhCa_<D}5hL!CgTF?S;uYkM>CX~bNx>`ofx59IQw#cl
zqQD;RJQTs)ak4-n;3UA70C1FVG13X}G=k{D*j98+an<$yvysqjQ0RaFitGw$Nd{Xv
z%}JyNj4^8uT+mwaaS?;a()|3rjeLeUFz<k;9VD<=)ANSd6sR%Yq_rG^sQ}%{1uwoY
zVr5g)N`4ROY`=9Nsr6Kp{Fv~Jy$kGfB_E$x*b|PD{~%hF%XtTuy+ta327tsWxe6L+
z!a;?qK8yVX4UBu~V597DN}s_9z-qFn522^UU>N+0AQ=O^ByimFne9`-IrTxWNs=od
z+<!>r`7A3M4;8wZGTmfXCuEqRTtV*svyk3o{zt3d#1ia?j@kVsnfMUJ6Tu5HrsMZg
za|<qicctEXy`K8}b0e8wZt`jDs&CzeZ^@o-Fvj=iKc&(uDK(D_z9wew7RpCW_Xyd3
ztFZt&pid~@l(bdP*@hE>YUD#!;iMT0c0j9uxd!x~SA|C!fa7D#*XHoi=t{IJ>W|*+
zti!#b`Z09W=-tYyMzcK;T=lkJvIuGLr5UCc4X!edTJ)QCo;eO#+#lJg5B1K0v{QPS
znJqVe_O4p{u-q7PD;73#4LttX=pyW8*U=)%ERq7nZRa`f{>apmAC3EV;or)A-i1?c
zUlnUwjDz_PnprPZU53C9X4q7feA7;r9B@~k#C={L2IjX8NG`R%!Z=Tu0iRXIZQ-(c
zTX4z#UbS-GvCZl<Sgt+#9AURQFC7?n{8$EdoiRGsIBMz^<h){FahbRFGSF$|{M<Br
z2GheNUF|MznxoJn^jszJP|G?+q<ckm<?z67tEtMWLwBip)Y<Fo<8<p@ujA$5qEMj5
z%6^gfnZ@NtZ<v`C-35@&L4GSgK!J1V8ikdIQ3)b}0t8Axqydr>u%xDwzLk$?#^HBC
zl>nd8F9coBjnGmTj00FU6L@UmeZvIx!wBOEWfe>z@eipCj!(czvSDt3XTB99pD+Vs
zB*a1FB&p;``fj^(QXo(Kwg6Nfu^^6Hg)SjZ?vl1)ff}c&3mD*xNAL8O{b{&t{5Ff%
zDzlVTi%<z!rUmvN7i~l>R6U6GtS#u$igryiez!>=-ovF+QrxFEypU`b|2K3yJ5rE{
z%k0%Pt({<VaBz?W=t-xRT)+xs1<0EV+KMi&Mx{jX@U&;g^OQV!=c<Db<0t0{)b(_Q
zw)^Ugm`x4-sraTVHvA#&Izh3~G4ai`{5~PBFv?HY)LTs_K+VuK+QhB367}vScJp_7
zMQu4L5M@iEGvk&JYr{2EAfk;{BnjXNAOHIMK;zS~y5=5WzGI@fYEnD%<BPs=`2BI8
zzwg5<-L7x!YfX|bZbQ<W^Qp>96}f*TeDR&L55=TwyLJ}0SnD~_Q-38t<@cQ>-}OX+
zrRot4RS#q)qBH3fMq}ja5o7E)R8HZAyyq~owDfZ#HJrutx2ma1R0qtzV>BS^3%ZyB
zBmcWKsz=(UJdJaxEc{=^v%L@AXhnfUGXbuiq1xP{op`IM2-zW+hdDN9d>;y0-I`U=
zeVy334=s*6qCkTccG_KTh?BW-fae2(2lz-{(MSG0pwbK0PInX<bSUN{#Et#tb>24c
ziuxZ(R~^;l`}Rp`Hk7V`N=u2-u#qC5q;yM*lyr?Aje<0i0!j-K(jg@+jdVAo2aN4~
zzQ6Yz4u24bID78<x<2XX_x0kAbSY022W6?rzo$>?=Zftpi}Y6BQFY&x*e!^&c2*7G
z--4)q-?&fuD_vbc853e8Uj%G4%53Qz&)C32R!$vI>Tv_5pD1~w09<}nAZ{I=C-h-p
zi211q(<)H_5WAC{^m&&K7bsNh0&><-s|a#XQ2!H)d>(6?4j(kWGB9#$%4_fx`I8V7
zv$gye6r*A>!}$ZS8RzCi11*BZY%*VRdn2j7%3Twph<tQjk^=PnOHM{ClE_AYsT;JL
z8T!oBvgwETqDiJD&#Q)1-!6zI20tbkxdHtuq4w8=V>jN0fuH6Z7KqXyMfh+OcAb*A
zZCbvhp~cmLQ`cD_Eq}0Tv$^7h+yXgtV|n6p-xi#-a~-FH9SyvBrBQN(DBPj$@5&UJ
zoKB3Z3Qn1mcA3wC;9*Vwahs*18mDd^a1`L}@dLJ-Ehw;PG5nNYLE*j@taE6PlLK~I
z{E!`C)7=Xc0(bvH?l#_X=I}>xb8^L1@jOtd-Uyu_{NPf&-)lWMowp8@%-1TkFOmLd
zlA%_6%^-SeQxeeg-N21EtrI$H{Smuz0n%X{0j%v6+Zs&ah>OsdEO70?Fmd9mZ@-cq
zN5V^k<PAZmxVG9_VuTpEo{TBjAt9VAsQRVY!Raf+8g&w=w3edu1BGKcSv)W}0Y?2z
zy}K0A?kUQNsn=&y0{c_W|E8R8r&#-Fo?Q+u)>jB9vW?U++&yHgrX?2(0pkRvi;!-;
zdgzUfAUp%nb^vyU{|}8(4Z*>))UTA#&0~8l{%oIeI8vu}cQVJ_L8JSby@uG{NS+rt
z@fV?xQ1NBU)-i|X+4t>Hd{JgI98Ln4jTQnP5~JSpqxFUwqKwl{dp3pWZ_3a3wqM2W
zgUB2?#ZwCFY`Wj{D9|W{*$_UW>3J|^^J1@zHaz>yFIR;}Qg3xls~rXBJ&h@a9D3hT
zY-J7CH@_c2e2Ld+GS0cEZ$CIje{0`Q4mr|T`Pp!me3X#bJP$pxzpVxYgq5HyO-%Rp
z`$O#Cx$C~lBdF&^!1&@B*X+*0&D$3<ka;QW*fefQ^<7CqrJ!VU``+GNQ|)oq2*yR~
zUfX*nR8!sY;8qS))C03Le)+v<x2W?(@qL@%#1b{Pz)b9jzMDqMRAriOC2cA{-Dd&X
z&qEs<i6wTFU%y^H=BVTPE%t-{HRqH(SJn=YdnL)K)%VchL4T%VjbwDW>O-FU(KX@X
zZUN=#FFy)d75x-vXi5FsuPUk3lUJJY?0IZLVvG_(t7eCklLFYl0c`UM1avH^Q-4|u
zrw>_qKr9UkSqXnJiHMvbL`*Z2SIWA6+iS&7IVS9!Z1Kh+2DDWs%&a`IF?tWy&L7uA
zC^v|t3+M&t1X!sBX!DWt{fN&P`xE6-^uy@;kREAain<Gjmhl=lzuQK=xT@5rze>dy
zn!9%%TS6k1PuP8*Mg%_Q{~*9;$1Vo{o@Zaz=+RmpP+PO-;W@n9)O3~(Z!CRdg^?q|
ztOgYxYGv)ew4111nx+do1h#{qXVZ5l)}vfHfw?1qq)H5VJ)XZTK#6sBm{bE!hu{nI
zY~?$;k62`PL`tpzD|WExK`;c<RCm%)5#MfRf*p*ggN(9ZSBFSXK}=)-Zy`r`uM1>`
z4Sr)00Czv?8@|qc4Y}K&i)hDn5pO_M0Ra?(p<cluU1UHUhBzo!=0+?R-oYyb09PRx
zOI9>~+zd1T2*~q2NCcpoI}CR!R_OKyjo6+r?T4-qSk-S|I|)*o0l-K%1kfNce>V4k
z1D<#39Qk27&;ly|@a|-q>um)DCy3s`Pxdd`{pTjIL}>IH$+En=^C&-@(7Fnco<4DE
zJhX(L4GYXfaGqtpk}CStLFHrYnNiMG!uy;j4M=^9<#?e8?s^DIj)a7M6fgktt-$1D
z(?oE5cwFbQ?NR$!XjrJ+i;ld|NOPZ$+CKXn7_l>uOW+S&|5I8X*C6Z)8hz|{Yy8Nf
zVR`o-ydLgzEJk#4k_KvSSfuTGfO`TMLJuLAK~F4ExbA{?6CxPlf7k^KSqEVEj15ED
zw4=5=T0-RyueF0AWQ&66&fBB<+#g-1dkWJ#$SUkjtiOy+pM042D_o^#jc*}cKPU{M
zI@>lYG{#9OmD#{SK6Z+$?Y$@W{;fc|-W`R%S&T#jNmGpwQ>;+rtvF-k6?e=nTav$E
zlD}Atw^$@R>+!E{%_X(J(4lHs0auytj{cknf!`T1{X&=do@+%PPJJgfh$<c=8Yv$?
z1DUxT{Bz!sJ>C=Fbo}R9pIt3hVPraJ+gC6ySta(W^f`de#cEp6AU*IBR5h!>(}O)1
z+7cSY_xtPQGt3@~#BkiphxKhcG%|YzeyOQcHq@{9R`F?CH@2*dFeT-pXmcu}XVW*L
zXU>-x`qgf`T7)V{1uzPK6?rg0f8xZL{K}@9$Kw(^x@79p;92~x+hu5oZ7}Hx*$|t^
zz>_d*VUa=dRr+Lc<~}(@C%qHX>-pD+l4lVaA4aZP;bZ>L(Nyb!R2HtobD3@RnWog~
zgokAH9CJ&f8Z%#%ZHsL~;r+__zQhD68F+G-kWVcSupc|sBR?7_YO9pvu#1QP15n%9
z1Bj~{ehBllMk_%m%3SO%>=h;VlHiG%Q+MPQ-jZNACE@}@biWtGU>y$W&mfdNz}+$d
z%Yh%_Cm8~AE119^prRzqgq*$b5H=yuQU}T?qNb)K`~#_m=V|kO*G>1*s*{to9w)g5
zlv$5}tK3#}s3rJWt)}J~aFNe7qH$FjwXVa6pw)p$h1Z~7z{CHwD59q3p_1>9n)}b8
z_KvEab<7HZzoLyvP@VGxsQl@1qix5E<M;1&-nlRb574oEL*pXxS0R@cSXbDBC%A6{
zy%G!Y6AId4M|PK!ZiMYLss@+<6=ofvn752mZv3PV!AIXT_9nUN_8u@&Y@{3c>lQ)_
zgh%X$CXDvKjy$h~h}+Z4SS&P*O1Jg-Sx<Vo_lwThwcFR431?P)e<fBF`44Zgm2y}+
z*728Fn+b=Z0F3}0v7Q0i#&Jg5Z(Cct&&q^r6_RQd#Y4}E1<y5x*D}9EAtE=U{KP_n
zF@U;Oi=qt4i6aLNB|8BVC&Hr~O(J~m6dv=gU6%J9Iw?6#{Hw!euH49%AYe{rzZA%P
zeNco>d80YERm+FSTqe5H`X;6vzU9UzQFIex=qI!2(cEo_DF2crHW(ts4zqyf*}THC
z`i~Zrv<J)*>(;|tfQ~?P<KrMszsmu=X1_r5)!gc%&Ba$&+l$-X!&LU{9iy66A7*XW
z!-6n=8R7nSGqq6o7x>YEZ{2l9ee#Ev_A(Sk7AbfN3R*TfCdFWZ@a?4?JXwZ%Y~cOC
zHx_CuOZrQ#Ka=A<BYzAt<y{4J*{qmaDd4RTt<fBw?Vyi@&{enX^+EhZ7#<|0ZuKuN
zOJm!WI#O&*{Nd3a<<XRvdE2$+5h~j}0MpZhj3EQ>z@xrpU!6mpE<pq#9VkmFY_*^?
z+?<{@NbWO~U^|X*J8lhz?H)_G0n}4+RM|XX7~oXc;k<zW>~VO-4dhhj4ivYdasYX#
ziB(V$=OI8V7^vDCXdBqe)Axdo*CEpga~u_<6y?hG+460lI6G}iY_&bXJ;os1&RliG
zILVP0;kl((yA~s6@Z9+t=iQBz!P#Ar;8_;j^=<I-4J2SL%=;D|4DS$pb~X4h{X>XG
z;9S^oJp$$v%Z5hd_Y)B_BNB;85IO~TR$=hqQzB_J-VMYm$w~{0FT-CEo;hG+M;7B=
zm(oM&JjI<T#lFFkO!k`3U*KD~zOKv+4chp$vRQknpz-~W65sDx&68TqvqruR-w(VL
zc88nR_NNHRHh<Bn8kUgN+MU@?9H`R={Yd*H{D%!B{PeaHTKxmg{bzR@jLEn9Y+Tpy
z>(avbPVvRMhuy^LQR-Yyee%O428S6532Z^lc8sdWEB>Z@+GXu%moi1~&t1(iIsT-W
zf)=K0BA!h6iDs|=!|lM*6&W4m7@ACC5AG9>R#<0x+0Ep3$7Fe!m6JK+L(qGcpnU*2
z?Sx8~+bvWL8&wnwys=(dwO-&>HSgz&G=H4^wQuzATCvF6J`t;{lD@biWf13!3r;1;
z`;YiZsCrQ<f%0Fc_aWMA8{bL({#1PFm(<?}MOvZ=2~`(Q&}2xE4~B3Lj=VwC0J&_%
zMhPj#xQ~Qf2^H^PcI)7F8^zgsDBM4gNdI{vR7GWiGEie0sY?HOPUkaO8J3@%5rtrM
z_p>ol^>tJ=RCUkDf_)^$0~lM5z%Q`R{%Anl>_e)2(gg1}xdQS0Y?&-?(LI3tr57T^
zSGJ(eyQa$;1RARixWE~{id5moa@Jd)ZMHrq8*VZTx!><jgX!8lEyYI>iLOG7W`C_f
z=5e7LTlGKYD*B-v{h%tih1ZsF^J%&eQF!j?c|t3)A7R47rJ<KvR^C6MySeXpdhy)%
zCNn_cRojnxoT7V4E~O(PfK|KHeR%3u>YlXmt2TV3f($Plb|&bG1(Z}Q;czxywoE%4
zA;QAD@EC9H30xY$@U#^dknW2+3?c|>bV|c>5B38rh-TNW1H7$H$-a31{;KH>a4?ZN
z35o|qnxB7%$u1ntz^dVzi>^GC64v_V1+jn^qiw%D(pz=v-Y|%ZhTm@T@T_S>jkEJj
z7AjSZ@)vN9nav%__Pp1?;xmTeZh{IWbura5KfO9GEf%g_Yp%vUmJ2g*AM&k_{PTaM
zkEkOEN%vOWK2VX%Gl+^BO;;)*?|LBFDg26VC4@og_GkHf?P*Dpl2afo@xiH=eF%M;
zyip&AVh8jm^Zn<|cVWS?cM9v&ry%|pHbR%7_CY(L-yhm({daYwsS`ult}Q;95dQbB
zLDj{eNbLPnJm|s)p5u$}#~1I8DRz!1_KqnSq8C`6E-^e^U>sZAnK1F>aU%@3UV4%#
za+w{8A+-+~>*|Q5oJ8lXU9S@Hk7GN`At50o1o>>Q_x)b)hudi?+Ie<KeA&r1d*%Yp
z?fYesWb$lKz;H9|y@8zg8#006DcQrRpv5{|nT?xZTz87UE<iuT%3m|DZ==Q=AN)=n
zQdYvt-|799dT5`u>zH$7pY7<9?o@$L?+hn1TR*9s7Lj4uE(+!29q{C@ChB>gyq93;
zIa**=<DdtK(8v@0hI7x2b1CP|$tBDwn$1AXOXL@A3?8jV-Yt7|?e24C66J#LQ|V|Y
z$dXAeptA?<AH?Cudv|YLmUG!E+n|#EfX#H4`J-Tkm-t=SA_-t0|E=E|wtPteUlzN0
zdpw&sGJbs6y=+9({`BImXXU1F8Y7jmS+RiBF7TZ%^jY9ATqj90y7tbJa(RC0{H)&m
zol~>spp2o}a~+eXW}4MvVs=qIu7AJVIz}cWRX!}?20%tmHJ*X{Mm6GmhUqB_$tk}_
zRSya{JhbjNi98_O*kE-pP0tp{w^sRX&A_jdqx5N2rIuTpQAxfq${_>Hp0c1Y0Coxn
zvq7|zedwV-xwz`MIO;h#>+wROVqK!+-zOwE#Kf&dz7P%nZzY*LAg!FME4wK)je-$G
zJd22|i+F(tNUS(il67=<9|O&ayu+%6|7vT#7?RV)uNK%gb9?C9>Ir5{s}*0`YWlzY
zyyW5T!uYsQkRNc9ORGEt*=hDZb?|pM$Db=F@jCJ_TOBV*T3><i@@|*D6PTPaUlTQR
zaA=zz52`J>P0;nx;4%B#uSbGifniqXKCbtC+n>r=nz_AQW@bh?S?!$hK(WEZzh8ca
zX3L<quLs&q)33MOasJECxkfMnk8Dtr-xh+e1gIxpYd-61%aA&~$jESE0}}7L=Q3Qj
zZQG>8&aSSzp(f(!^`1viQ`wtDz8AtF>316GAKW}?i%r3#cwg2&pn+nMjNAZa3jhp>
z>j2IPwj2y1x@wg9=HGXGxWupH(Y`AT)iq*V&=S)_i&>qrULK5IqT>z(Y?8(IG>ZW{
z$OB@rAY>|3{amIKwaQN34jTpmjoSb0;B9?30S%iy>DN=vXZwp=VsDEZK59*5QGITB
zv^7(hTB5Lp2)t2h_UmMmsi2M{GrBc)eEz1$G~&QWvWQzIA_tsCOOrv*Ktsn$#llFr
zLk(~y7+l+4!u)*qoDRXa?bnE07bY)v3J3vx5N8N#4r3|eIqN#&M;1;5?Kr)2!C2m*
z@K1h(QV>Z>W6_@9x@j9immc8tVGUxIsj@Dx^8;rL8dXRy@f8XJCec;Ig+P=k6Oknt
z++|Aeqn4I9cQlmH%=LtMF>u>*8`O*=`TG#?cSNMW${jv8)#)$^=>WOL+=Y1yZ?=lM
zy8W(-f~-_pVO=3;1?$7oDtIszy&M0>z90Ocx0#>dQSVxF$J#RI>y)Wvta)>&cVzh+
zq&F|yc9?_smu{7RVe5`o_$KnV>lHM<Aaca7D(1Zf=aroe?^R{q3S^pW$0gMI?eoN+
zG-`V*R_3JgUS37rlak`Es3=Y4bQ94Z`#ZKcKQ^~CHa;~uH!;uee4JG84Y2V9LEz_Z
z{*4#t8>67WSKfi|U%Y>1?CGgvV-slT`|72GlBJsi>k0xb?`4K7B9_}ZQc`<bLoY!s
z*#%;tww27tNbOXA)XDQGCHqTK2E~McCLsZN7c3;2{yzyj(Bgf658fYoO&9&OoZvn`
zy9^me{Ofb*SL^D4uGbud3C&c1;~ejXs7f2hHaK)kue|TJok_GMO-`{>hhbIbK{R1i
z8qNUh&yWV!w%j4UV^BX184$g^fgb{idAfK2fQlCQs|Zgl4guaeQGk&==j{!V%fB#x
z{6SzWpM`4jext^N=FJl^viiskmOk1DYrgE{gV4WvqAU_Sj%O)iu|-G~4w)qgvUrI8
zNcL9HU~vrnQR5kq*V<1*yDfJX_IW)FQi=n0#eweZ|B0iZv2`x0`#!%EccQ=)0<kz%
zT4&>h+p`|YV=R9%5dztmQ0C7bkS>NaFAWtLl-!a?SQt9&{vU`UJv1uO676cjFLQ4b
z<ajMy=dM?1#05ah)e+(eBf1csGP|k0LdQc(dYnSh*WZVe8TT8feN~`7W8z*N0T%5x
z?uqZcCW9RNg_pM*of^!a8&#DJH&_=p%S852E~>`b7Rmk6<}hB3(kG25JIHy%2$yJ$
zMS|3Rv=q%=_N3SM?4<U5+v@4(%<fg%fHZ=|LV#lpPuZelSJnEC*Lo4!NJAjUrisO`
z3<i+pQmS4%7#Ts^{eT;_D=63n^-UjAF~^Psb7S@~|H|?2p#+cRbNo9;;12F(DS;lc
zjDJ=zZpaZOJCB#g+B_$3?awF(&3gWYL!w5XwEIJSoZW77{j!cDk3oj*iwTgY(xg{+
zeNfs!!GreJ)svfwFqc**MwC^K#G@saqlT0G3)QwVY)Hd+gU{g9>R}EOrg`m7;97RH
z%v<&Z&kX0V^_A42`94JS$>xKy%O$(5OO3Ag-dnvhRacVm%U-ExcqZ6lsrpq3$Slr^
z;Q5`=v4T$@zw<2OH#Ax%8vbJO#$n5skL^<A<nyJ>;yJ9ojrYoUr}vh5ho<#p70yP2
zyuO1Xr8e5P@b<5~h~_Q1yq)eyy~|ld;RF7_@k&)U^T@GMuB)snQeO~EQr31~&r_m&
zPupixiMk64BUB`04bl>((`rkBi&J$<P@bGahazbe2!F3u7ksboibi&YtrFgLo&Ik_
zJpgRL(&#lAbQo`X0dao6{8J8gYb}*~=TM+PCVIg%+Ozp19JvoCj^QVX;UQ0OyG5*U
zZ$LsH*>_T9bgnY6ukNy2erI2S$S2GHfD@C&|C@$3^09S=7P?gf-!vP^2ZmcUgBUG-
ztZ)Ezp<uUlB9OyuG#mvFhO8X<-r<vf^;u@1g>Ikb{JUc~6Ra1XJ{ei}5BUcQIs=)V
zRa-t1=RUy4tI9K<2h_b0`=dqGE3Q7m_xZtXTbAAbEha>k<qwDpC?7r)XGY^Q$G>2<
z(ic+iL>>Yi+xX8!`;?Wre*Z4w<Q&)5Chh;~C|Sp!#=|o(p`X^o_^wwnGZ@C4;_)T*
zY?~$^UBS(CDNt?N_eEDTpJVHwOVd9?ctgdFp3XIez_y?1z|>yX;HK}k>KqqYZQ{l_
z=WGU1`o>~h9MwJFkDuoHzFywkAWHw{H^m4$U$mt*g&i&oBoyyfranSXzm;F&aof(0
zgPZZRl+&6|b#&#Pr|S6`KWZ)fwD2bO=zDl9X=hR&wEU$n=xa;g(<LtVB^}?}55E7%
zeECj6HMVSEm&Yc+J1s&*{<sdGIn$Gtu(O{PsP$BIU%Ui}DgB-2d5Ytn72zf=*Se9`
zO;O8dU$4Io%3W@LXey%xYK}{=gqI+X?K6HqA;N1SsZ-FW-f$ID`LFi?k9{1k#OqJ@
zHBdx9`k=(XC=OWsI8rp!*6oVU#*t+Ab3?YxEwFjq16paD`@FGnb<AoC5fwlFjGL@G
zmhB&}P<n}h$c$b@v`_)}t3A_>^T`d7k`f6s3<qcI&(PZ6r|+Kr<<m~ag}Npsi#y|e
zGRrw)2k)*xqzOV5aj}{?a{Pn9+|Rv4O1ywwsR+*7DuM}x03Z4L5#HYiWb8(fAERRz
ztZM#2!K7XI>=w+*ltd+QLjsR#|ELT-)%GHkW9uh>M)v4IS2-@8oXzwa266Lb2X1f$
zs*s3+{oLHZ39`2lCcy?nb=Sfmq&U!OKT^Y`c_JPzeZ5pc!BKtPjj}RQkLMA+O%LCi
z=96ff+gA$K!1mZ8Qs?pb5-RFD%#2sc6;S!0bws}Mi2aA_oN3hqh$E%v)NAB^NyI|;
z+E$^qF0PyWT#z=9sBIW{B~gfT&&&iT7bmAvpmptICyy@RZ*8=v4f}v|>DnV;?#k_I
zq0nZ5_`vp;Pn0LS=?;IW-Id4X{2|uW4hQHQ|Ar^;S*!21$YWd`E!bHRTsP*Kqjd(8
z?O=<Opg0cAzl|~USrquSSQgxYj?Egw;$TA3;lc!Gf;dq7qhEuNIKJDVcSP?&T-k}m
zH>{)N(h|}rdb{^ES4Tnn@xn6TD88^gwYxuLtubc;*DX3;BkWRkX(MxA?f8=>IH`1D
z%oASS8^qrLF9=?-MgPANnid|yL^kk)8c}MVubz0+0L+$miog$zRKPp((OCan9Sv-<
zImB_TJF;aF2u^Vjs*|`5fW0hM2t8y~<bV<_i)7rOMw=JIfDMt>|Bc#RW)be<-@G7)
z{>EocMvTG=v@g`JBI6r~E;Mo7hKrikG+~6l31c_14LznGD-y^r2b#=0FT*7qCyBvl
zC8na^!#(ZHO7<a$+}3r~<`a+j`#}|-DtnrE#L<82r_45+<Z6qV#}e_|S6}J)4diBN
z^qEWf1TIp{hUKeh<)UO+s)_oaiyuyzx;YB`dqX!=11vR$@yO4iaQS&(lLa^R*`V^0
z!}Pqv#=Jvo(DBc2>)D^-Bs8+HsW89sQsbKaw1Xxag!9~YW6!-AlSrc0;unEiiA3eV
zPGcF(Y=jpKYhm_iVRmiVscm&N%$0gFdbnk$H}N6%<kuXkEAAHJR4>S!AoyiuS<1BC
zyRq%36x^;BZuuk7xhB9iJRK@#2)Dx}3?cr#Y=XahNr@d3yU|%b%FQl>&LY}tDTCe~
zVY9|B^jptHC2t|mrUl<@jnedrJ(Yn)ZCg#1$Zz(^oN~$3ypX9Wdfi#KRewEylbn)*
zkSHP|J9{y!t}i+zKR9MrTsknI>Yfyr%{{FCS@V9+q$1VxABfcc5>6yfbm-7yOWV@)
zB!MD4|2*EEXB>~z2J#fB<DN)7mQqXo!qG!D;ZX3TR4DeZ!Z5XF|Dv__3qMDHM|Xc!
zZKlT(-)WLQPvX5)cY3K}pAhR36aOwQ#vv-Ilq~ie31!7Rjmfo^X3vY}QrUSza6yp1
z<_8sfe;-9}^>T6Hml>&*9Lb;H{RL7xaZ65m5SFfkQLFO_di<XUa=hWPDk0Vswtw#p
zOoovEVdHs#hp~K?T%V=7{KAgaYEylSmRaD5gr1RCX@O&9@nr!1mHUS?dH;VGl?hog
z0L0==v&K>9^rp(sVqDgZ9=cm6&GZuracf&xymd5R&cerc=_7(>F=MQ3Td}KGTvvtJ
zlE{+Ub$CYZ&EDFoivZ-#c@=eqxdZ0AY-}QvBH{0aME#L~V}=j_t60tk(vPig{{7lL
z&cj<<7`ocFlO|Z}hf;-z-{b=R1SfLI<q~Y?G8FB>de3sm#~oGTy8&r~irpQ~MOSG+
z&`gX$KaMr}uF!5?SH}&fAf3A^uG>#=7(oH(mM9bkcv0B);2j|Ybfb2f*WD!mNUYI@
zbL|RP*7MHBgQV2ke43UqR=IbCD+sNLSgQ3w%kDDvyM4LCGTf*woAxc6+^sjcTT1Om
z>t@55roMfTTgz#)KYB3lY;<`Dy)nc+7ks0mLijz}&`sFk6IC?Trxl2m{G*2oFsT*u
zl@oWaOAr-s(|d=oV~3$FXBt`Ndw5cYf*1fmEW0LxppjW{wuHAU-7F{(MwBNV4toH>
z#7pUu<q%u}beT!Vt;A;*W}?}F4>T0jY&c<~4z4gPY*KE8HmZXFuM(FhiUmwOx;o4c
z`s<f)ggJP$!~~kXudh;WOjUM2gwq_XM$R-%9q>XQhE?dWiSo|57Ex_)xE4CN#44c>
z-)`!->4UVqA*1a+^fM@8UN);N_C%{JNU!K};(No`cg?x8ZJ8tO8p+aDWwHWKr7LP=
zT=x9uWKNBmj^l4S-gW2er=DyloM@OLavCqIB(I*#zi^q0tTeh2%rKpW8oVxzuO&T<
z)0JRPI$9;WnfL82=Jb6u7TF}=%wP4RxZ+oRU2A?tSu~gZ7K!nEPsRI!VovUW6|qUr
zsVR?XUC(LVQ^(TzQr;}yKTLnbpL1}eL?~sWL)Wrf<n^3oMYs|>M~Xx~;6gQb%hef0
z!n#zrME<J8O?oiT_V>SLpXihT*2|4BE+2t=V^QjoD8%Cq5D;l{0$_YV;MFFGhdVsf
zqQsWq9F!AHKMQ@_O&oW=FnNyFy)Rsew-9Rl#HX=K(qc9gmPfWiM%41yjguWREf`F%
zV2hiM@OT1Iv3@oinjNjm3X`?gX7Aw^;=w26Blh4MLkGJO@)UBvmFZz%7{dclB)2Bn
zLp(ITEeN1QBDmo|QZeIHJfsE(YCSb!Ij<y2API3j40|D4ox$(KX$#sJ{ZMe(IWZQ6
zRM2N_W(wWFH`e@!Uy<UB*31N<<jl;-5l^GGi1=3!O;7EEV5oembwsKW*E8tP=jZhw
zZhaOo3B8>o#rXnpkm>;X^#-}iOC)8K6zFBMoNS!hbufTnek3WjmYMj^-`-8io)dtJ
zk|W1OyQ=etoFdlgp+lvcwT?aIMufO{A%%($<twC1<s}NjzuA7?b13rCwn^8_=$%Rp
zW8B7F><H?f4LS>HO&wUQpQF0nmFo+rI;$BDnzCrluU|;bJiee$lO!*zXsWw+VN_>T
zp<b`|_*d>Dqrp8xc27YLPk~<VE@JX7=t8XXFS@A!!J1t&g0ECH^s5)3Z-iEagsT9Y
zAMA}|g1hPv0+^}C<IBYRp^9#4(Rq?l9WMD&zIMH8KEJsN12q=;+?b%XEfa}C$FA%k
zJ=VpmfHUp#V|jKbe>i#TsO0mTT^O1<Wa0wCx1%$qI5u_9OwkyE{b^}*Ck5?m4T@dL
zx^#9r^JxWvMe9#Mt`u2UDWfxf`YO?Vx9snlW%*i68n?5C^0&E;FQMbINH~?$dC-0!
z>&(rA6?2cRTj{E$Yd*yeGAER2L^Zg*4UY63|COt@l-8XfCN0Q!e0D7(wxFSg-Sls_
zE62ip1rr4xtdJm&Zo^pXsuW=VP-QJ*8|%!$MZf$#>*qVnBdR*LD;(BY&KCGQ6!woL
zvKqWG3rkzF4|G08v1|raJ!<30(m(U|dA%amTd^eM?S*-&NAcUCW8ZtZ!JHVHmo<y)
zZxCZ2?o?|m3q->K%Y9fD422?6XG7m9h<AbPx(7$XQ@&8HXNRs_(;ZRK1B$EaXbb{l
zVQVf_C?@`oLA`-!qN3A74ZO&#D0a_gH_Tz)B9k+{lr;b5mPp&%)yPiM5n=ux4t?Q_
z1)DQan^RGn(^B`HoPo5;S5%Z;74=*Ro{KYIBP_b0;hczY&dA8e;Ss;(I-uc*US%hB
zbw%R;;tQlt0UwsGz0i~W7vTq|f^Znore=JYdBE?`tMzRlKuyj0Thgqn43esZ!mMjM
z6WbHpzyGdppSCOZVNg+g#dKYREabR@h53ruM;f_24h@*CC6<ed*H{d0ezuZf48O(L
zXt-3tqlgoJlSmWdi!1tkY`}(Sf}Qbj5zFKK4!|$x^TL7+57!j%-P>abslEl{;8D@h
ze4(b(c&%<-RFtaybdTX@Wk6~izFIF0eg(xX>b=g|$OHFIi7{f{anHJ)`qJ%6ZC8zH
zU;Rn1hUQ($sv~8!sk+|Nh?~EI&z0zSPe)Q~66u6(PiuPTKHsUI(v!Dad?ZSz-hjC8
zR7xug?!md4ktZO;Jkx(+C{4zRr1OcflCRa8M|u1NN`I4SUREYA{vABtq4D-S^_Sc&
zP_Fq#%g^JVx)D%-wR|-%he9NNg0IM=HM9fNqVN7Y-$5qBGbV=#W1cI1FtOX>JIi6U
zpv|+&nv#~JL}N0D*rx1CjoyAuTA714AGeqU1DVn;-KqB0>`N{NlG<|=gV6#3$0d%0
z7l_C9F~1+%^FJxfHX1QCkCho8Jo1dz%2eEdd|rWQuWve#{5@Bs4`P4FK_-&4nmicr
z^fNSXl@5p|#lx~$e2j345f@a`>j!p==S5pL?tBe@mvj%Ez8}7Kp$~>$HXAGZ&F7;n
zqn4+ar`Fb1fklK@iDMOFP!U&tkM~#RXT6*xfbD(8^MjfyirPMeTMdXvOpjRQ01J^l
z3e)~1XUYZE#03~23yc!!3egU{e@LTvqX-6sUYO#3`U0W>?_)yfLqd@Fq(}deM)$!~
z8`;_#;?|;EVLj}^;=6O3kBOZDz0s!u0&FlZ8!;C4HUw_pfys}~nCSZRUWo?mnmO^u
zs!k|_AOwjbLMf8Ons?l%uJMbR?Xs$GeEh;B6Tc2*AWO~5M>h2)Vt)SN+ra1yW5?B0
zSoy;JEUwE)t0?@wIn4t{?xXe8^ABo7OlpWs@khfpZ}~U<=XtLRF~B3hDTA@pi@AZk
zF7*+@uEkaQj|BgLL=DiT9V87>Za|_)iP^veK?c=>Rg%;**{T}U`XMlJYXdnIx(?{9
zjeb5}7km4b?t&{%r*v>Y<06sP;@+Dj4<2Xn&6$Jy-+~(n8f<p%;R%-<;-G<>k1k#a
zE$_3)t`q?Zj4^I?Cw5w3&|G5CU1ZT-?ndFJK|7FS4RD`eH2yjC96!Xz!v~CqSzW^Y
zS0U584`WmQNv4oFh@Z!%OLvPS&pj$dbLKUd{l>5Nv8=-mE<fzQGX^GywEfI7@rRNP
ztmDqQ7y407D5L{pX)+n0LW~LV2j3z{EZ2X2+l~5aqqh_!Kj&sdF$|)I?nM8f%b5on
zBSjxWr2pgbsJ*`sL!VrIPrI!f47=H6?>?<|@crE)?HKYT{vn<l9WUFB=Wk+i;7_zq
z&S_BH;$M?UMv|+a2q86KRN+zq^xGi?O6-8)O!7Cd2KV}*xF*rbin{1zUJTE3?9WX2
zy#gvW;(WRh{1Bneod<JDW$2_=Zgcr92fC(irBvar4tZ2~ju1_uphoLAK+iX5;+aQ*
zgy*PX(MntkKwOcjx{RncZ&@#H(}c#Vu7)bRD}W+Ed;YYCHKy%rV}erWe6JT{Vmm;+
zh`{2$yA{Y2VByK3oFC(rQ19GnkU6fE*{_rRkeNIGO5=TTiQc*h5=1+p7JD5(OnN3L
z>n#q9#cGH%Z?8T&(c5j?edEIG_@(dyksw<kxMls_(jF?g@QQC{#XIm3^x_zk2>63N
z;_vJsm}XC;vCgvoy%~K!E^t))4s#wG=4;)Z*4w+*`BSNs-47`zB1Nkef00H-Slv>S
zO){5;6WYwo?fv~keLeM5+T-C-25UR1S{_=)mm06$=p?0le(cN19Yx?~8!9By#wGF^
zmT=6@MLNJ!pq}(u^^@H=^_&NXh;fe<H@kXdXa;}ZC*fLlZQJ^AIXb(Ei1YHCCq`ls
zLywB;ia8sKA2+~~v@(;EH18*8-oMYZ{-DwAgkt=M=cn=KtDoMmThhp}Z$b!D0)LVb
z6a0it9+EneQ#zB89mgb4aXkK`Gx3apK{*{Rr-11s#IR>g<qk6r*;3flM%EfWnkyf7
znx-Fd7B3R%wVzY;ny8VJJ+P|={rJG;PF747lSus`A>}{2iL9})cg|od0Z_*jR8h9B
ztZ~KfHp(IatT;8Vf7t$&uGt+Yjtlx0Tn&YIwk=HDlJc@qQnV>O5>jp#uetTE^>34I
zJHFxq2cf!m!{9ktsQqgPBxu<zhY*XrD&qq9mBg7*w8wh69VQ|XZU6~!JKy*G?~G}a
zkh(ZD{K|%rg~k*A?&*e_N}>}72|`@;VJIr%0|@59aJ%^F=pX{SdIEyx<SJ)e*>3gu
zdSikpovqMi6GYe;G(LIz>>0w4K1ldxbM=#;ZKP~2>y48i@^BJogF+R%&w~W9;t7+W
z*a6l5X=fND=k*m_a_;Ix@i^ISrcePObi`MDevV$An9=)N`v2;?ypQbui0R3r3?rHv
zG}}~5TZ_;+>0*alrgiU%l$=Jt`r(+mG)*G-M=Fub__AS2@|~KcD@~$O8D|OY<376{
z#UiC}uE-a^5kTj2B0)Q22Q+w?6LWe~fn{HDnFrEL|9|UIc#;Vx$ZfnTuWcXgjVvV^
zg^HO@6&GCt>BI=|Guhr_&B$8~2f-lXpWD%<H<rs^%vZ`p1J|of=P((dM5>E{m6rWo
zMjR*(0!4%F?(P1?lyDBLKKEZ3!cTP8cAh=4@U2OH9)TUl;O-p(Swl0+i4}10KO|e~
ztx)}m)|3Cd2pv#qHnc*(zq`jvyf2Z#0)g3On6H!P<<pn~&y^I5^Z0;e<HOFG;uHP)
zlkJgcjoaSba~1>7LsO50#Tt-#Erm(V`AAkCw$okyy*TfTdh{m3?|0#s#e`J7_X=T+
zZIxy9O|A8%MU^$*+iHIND*oQu_AB|{-^JM{_D*YJlipKPUX!|KrF{Q*2Z1*uzQL?N
zgN))u&wF}OA|h<AuQ`7CMjT`Za7v|h{>c}aGn{+E`z7P$TWigl36UL#$9|5IG93I&
zfE6WT;{p_?%Nw2%8CIW<hj)vx?t*^Q#D+=j8b+@`ROVhjj;w;iP?pJX*Til%fIM(u
zBtt9I*b&_01S`6P(eanZ5<<``cjlTDOJpcgA}jyy?^j8`@2x_DVQkmI_$XWnqJ{uq
z>K0nUo6^i<LkFY7q`p49PjZWhOCl!*f?T*Wm_LFP!Tx!lwY2{5<eU<PL%uzKX7rwR
zI3BVyXA%ct%m@#F9prN$<}$mTx^d57)kJ0jvFW}c8-P0l&D`G<!2O3NWg}V!Ac?|C
zV+y}-*}oe+_f(NhZ={Dl)0Z-GG}XKvTN)c(r?j{hnw^S6;xpf0ZAb_W0RKFs{i$$C
zB1Ng%1e0w%35)9h;o(6W@4~dh2mi~o93p#m*=39oDocXA;Yldf4fjH3|4HQDM9`cv
zL<AUBrYG@nZkCcn*qY=+zdmEt&A2LKx&4WMOa9jX715;uXP;AT_vHkBf^XVcO^@3f
zm*)JMrBs6>67@lr-a5Uzz{<;@_?w_#YjV*CayjR?rav<~&4H*NGIY1q6VMIhNU3fi
z-l>gg+(WE@3gIspy3YX~TgAaxPO&Ut!6cYY1vVr#Ik4Qg(SO4WMS@(LLTlri*ev>+
zmqTa#TWKD+)G}#|JAUzhGtx}Y;@a*1<LV#M*!S`Dvl$nvO2@+Hj(2OnU$u-%UeE$A
zEv^~8L9dXz?$q1g*i{#!wewb`C&Km5$^YY2b@*$}rmWl5+D6ZKSE?Q!OP{qT!eR6{
zH79SdnC+Gs<M{0^v!QC=FdxXjfVL~<wUo`Pcm+Y3QJJfS-;q}eYlEwS_eb+x+cTVO
zNN}Lwxdd2C101=aaBOP2jP$L&fHTdV3#}%h{O~d;%&|C$-hmp<O5#hNn8-ksEOue-
z)f9-{iJ!TCoC<f~x75f2t!Rho>1^a7arpLA`<2PaCy`<c6jkjkX5M@SNB2|#^#u%t
z@Wi9iYX$2?@UnIB&D<&Y^jsrjfVU68IJbTQ0y6AE!+=kzB_dLo$@u5ou=xIu(`61=
zgF5H`LJ8~`LTf$PpS>am>U}h07XD#@`GviePrMrbZIQ;DMG=J%M}msN;l%QHAc@Xd
zD1nkSVT4ZDM>rcHqKHrd!1EDcB<KV{3y2jDl<`)3LBdB{h`et?#3)3b3P6)J^<3Oj
zn(Wz2i+|U+FCvH|f--g2x$cg{UL=v6M=(`gnzu%wv*4(Pbofc<Xj$$iWQF5wUp7|;
z!~XQ)M&KP_IQ(Y8&?AHG62Zggv<eSDA|(Nl#uMYBai+jREMc>hv5^W_<H8O<+zekv
zU+;dW`5b3UYpR)ER=GBtwWr){)Td<HN8Ke6zY${=H1VzR?MJ~qn_%$KK+_TFKWA_E
zs)i|nXK&0Zw@tqB$m)NB$0Umw|IYqX0vXCbdaI?Jk)fde3|)|>^kLH)5G1u>EU7P`
zlaRINuRZHnw;Dz-J+i^xUp|p+r4*<!?mll_E0*)^`_^Qqy(q#<cX7(`#pC58Gwq8f
zJRMMv3Kc1_8zREvqJq1Wg2TF&i};q!ik52;!wI`|SPK>4GWs4gZhG=F?ChoS$@&)h
z*5p!^<?WA5uaZ#rFA8lYpMfxA_sB0Ep`U!hS)od?OeMdMxcZJpq8MH$9%;mT6)Dao
z7d{!#>ix=Xs{L6~*eHd$P+blq2YAC7Sg|V%L93UbMzmZ90TxEHJ#G`BZlLUT1=UT<
z-2e0Bf<{!JGT6QXktp4fi|!7sw+#Ac;r$M77hBspKCNB#0+X+6kiDGI=h%tK=aorG
z&Nj&WteKsznY6<R&Ypax$o5x7lR)c;0}Lpw9sw^00%5%FeMk~6)Ossl^EB!EFCMT_
z<tR1K0itpc8ka3k%s{Lt@cR{;G!q+SVW6L9z(PS)#GvT0t%GFYGydi$GE7Ene?;hM
z!r^&9v*MJdVcj#mFYR!9+s%&urdWHMT4RGDT28<??VgVgA(SOrC-TzJO86%J!X$~0
zXE-GlH;5Z{n%`ugqf=19FFcuM#5m|Qym@I$`Fq^to||ZXW2X4WrCx0n_yfDVXpvbH
z(Mc201rynMZAz4-_q(1YuLFqWyWUPHaUM4RB#Ho-H1apTXnSYNZGr-HF~G?G85)&;
ziHq*GIe?5gkxim;7Aa55a;%7Uyn<l^_~JxklokNuW%1wtBA=~NYEvu(1|w4x%zlUl
z27fT6z6`-yXb9YFnc~0k-2&AU`o;tQ79n-_M~V${L*q@Pdv$N>D)KpiPz=z`_XscE
zCvOMxSfsIQtGW<y6k-A&WOq-G%QTkANeFL!%XvLsxVw&uJ9Lbn+(8iJC~#FKcv%_@
z%dQ<5NhiT}AXce>FN>;KNBT*A3e`jwZ>q?tTjB{v^RgLL!|g){=nw=H>oN;GS`*}s
ze{o)RNqv{!1br~Vw6tx9%J~csY=VT&<YO`+#Mc%t>Odd=9i0+QX;=9bnb$teGiI2q
zB4^N#e8u-DHAQQmRE|w~NQi8`-k;!JB>)jvrkPg1+^$HHsNEqK2o;ZLV$*yL^8km!
zJRlRWriAZ-1$&akdy)x%15HSFB||=F&-tp(d8$qkg4fFRgop^b*d##&crk3{HL;?N
zT0I=ir}tsR2vWi);X1%F6bunC+7NoW9;yWhYJTNC$eoE9c^7_GnsdgxN?3<XQf|ph
zHWTZ2$^7g+1guC#b!wuANi5XiUUT`TZoAWd7a%_h&~04e?JJFYL%HMzY`K@~=Y~0#
zMma!Z**J;Ux=t1qy8A=fZp0M&kFD?9hM=u#_^JnbWS0Oh1R2(IIc@D*A=Wm@Xtvri
zmDMg30(ZsCjbC{lk6qmrVwo3i%@uAjh2B>hm#fG8_$!b$(Z;rEDd5F0RzFTyV$P5a
z7ZJxgx}piUHI#3+jV3;1?0wQ~Sr~2~UN?1imekSz@U!4R^JS+2>$~7DoBf<w_6|ml
zHM}BPIaGoJQ4c;@`Kt(ro*T&d$%71@x;Lfci3r-eZ$RjIX?3CtErd4}XVoRLINsKN
zbxIBIp%!6ys4SYR{GRJmrjAagP7?d80q*#h;?V;O;g6jItQ1V-P1Q}_dpLP2>e?76
z`nuBF=@V}knr=4Y0d!q3+@6ALKQ4y0m#be}dvf=&0%wo<u>6_ejye*APksp&u?x?T
z>izStdjv=aSk6s`vo)+(ICtXCT5QWv)|^ppZs7W-{}Id-cp__}>-QD-m2})%T26KU
z3)gD$6}Yle8>BJ2ovKWDhpuFj$MC-#Wr^_7;x`^IJIbm{Jcvy6AI_zm&50K`JMd~<
zn7P{P=*T+BA1zjvg-T!cj4ztA{v*Szf=VdSCqwzr(N{p5`}quAA|Q3gLw8@TKq|jn
z@7~P87t+H9=zK6eXlP~b?e6?SBAFe$G2rHyP9s1He!l;!+dTKn_07Tgj2)Yf`Inq<
z9Zm4^mn=NIlkSKNh@jtHw-$hu6a#(ICth+syZ}zvJ(+l>0|iTnU3CBA`4))6-ERIh
z;DSWPws#@PHh`xaNFM&Q%o6Dc$a2G+u|hIPFGeb$s4)treo;tDY=t6}<hX%EQPGEK
z-UeqvT(7$)cmQA_?!N(TVc7-VICFEtx?d|Zo%S|0O(Bx*Zl12Sl&*u7xrR=3;6vHQ
zFQqsu+Rj~_vhyE?H3f7_+TP|Lf3oav9lfjc(52xa&5%~MrQzX$3a8Std}5@{q^D)2
zqfNNOzaa!_%x*3KX$Ju&ne^@{iCROukGulZ!Yd3L%7baVYMwS&zSXNYU%H#QI~K&i
zyj&xkvDGi15E#XR8gq_>LF`NM@pNP@k(A4KpdjVIF%iJt0cK{tDeDcK*vVLzA^q_I
zja-h0<$06jDm-JVUj&Wadac&}QxJ8zZO@jW0b@BaxCvLzC)YYwzbv~myRg<+@Ngh_
zBKW>OR;YfJ{S>tDA_~Svcp_9!g6=jl8FZAtHB#+k{IxAtf8f@(HSzT9%x`<}vU8?O
zm_F!4557}pvzGF9&G&et<nBS@EvWMH(AeX!?U4DGEu_WzFiT8oG#IYA3mVjYAis-o
zUe)wR)cr7gV?3i{I$Tz2U-@KR&uy<vqV9sm^VJkZ#dC_5rpS>dzmK59Hz^jZMt>xR
zZ8$y_pZ>k~+U=E_rIK8bVUXENXJ@LcFQe9*Pty;aKtXw9H3QUsk{PM01w~&0c}T4V
zw;k!@_#F9y66>)}iH;32!5}tbMMgqm0`<N;uH;%^8KHxIgvr9L@nrzM8^)$GL`_^8
z47g1UfELCR1xXPJ3Os^`ToU|Zgl}MAe(*jGIBTf;UU&6sZre(JxcWtJnzGLcAg=(@
z@`Jd;-RLo>{Kv_AB!u^jgW=r0DBS-P_UddZ5s!hP3}|7khWB%GD1bxQkoZX;YE_AT
zA`RZ}pLqp?@~BYkWg)ML&}04m&ZnJ#&Y@gXMWBp@Xg17PcH@WC*(^PD1DTJ^XDcZY
zqI*bi9c*j1@e=r%AJgbo=ZO-Ei`9*dE3YPH4KhoefLfGyriVK?#Ox5_OCj<z*rxz{
z7Q*YX3Cg*N?tgq6RNaETHlZZU06DV>a_5GFt<Y?e1&R_ee<0H*fJY?{z50#xTNqxN
zH24jux<b7C<8Z%?&eOTC>Z0rs{h)!*L^gZ)?u$VYmbrghUf3)b?k*QX7T-$?+2%0+
zU}gE4yZ2#8Dm!gBp-l3YqKM*}sLeOS&gk89*_A!Wq$5P{8zhyNb#oA68$0uqU~mBN
znf>+-g*Vboc!`x>ytY335>+fk74QA9(c6voB$G_N3aDRY959Vtt5gy#SDLI+?m%VT
zJcr`pa+2B%e~HHcL?hrVk>;}r8Z@>~Ih4`c6s?+Q-Dmz8)6iB-a%I^)d`-g!+YK*y
zfHO_BZ1+Vn7(R>g2}vL@sUQR3OjFRGN6L8oR(^B>i?_br>x)Q^AP@v<jY{x2zOFZK
zUX5Ikx;B0H1vk|%`neuT^!>@%mHA}SxiPl;Mr{6;<%J;loY8k%WbAfv`RMj_`QokF
zbyYJ9s_hVIMi_MZ;I<E_uE0h`87o$KNViA&K<6CIeeb%x_`$zh1N+1_S*{#kxDaBN
z&nu2<m-lCCx$uv-zqHe!j=MWF20PM7&WraD5aQ(O=OM)C9A;$v%@;f8eV_`lTW}ZR
ztT-7AZ)7zCl%o0#mmo8=t0?&mr2ZVl1)PpU&0FSRR0ubmp4is;5VA81wGM%6BD7QT
zb$z*&Vz$lC8}Ag1I{pKAy?XSIV#<i|uwXJwKK+(CfzmdS(k6jYP3Xg#AMiYah-84j
zlmn<@olu2jfFB9}jab7F>Ecq|Co`-HhG7*qL6-kpR1o(<0@y-<vXfN^V1)6<e2!dq
zA)uf2vb<tBB$(CmnT}XQ;TGGXv-Dt2&0I464(m^Eq%M(OFO<eYWhWV({$P);>6pA%
z^rXBdu4kdZGk5I0cb0UW=W<f)Uz3aghB)9+$^#f?;8FZfM%*nx@3XoM36{y@p_gM{
z?acoKu%~pv@B*ChsOTv5n3#usJ;KQkVpSaKJRJR5)r`!X)~3n5>RG|w-H=2e&@<HV
z!@pwlpAP!v^EP3C?%dR2hCgWVxmow-)*czf=C)(ZsP0DY$_A@|?W>Im(8kzh_4h|l
z{;<W)kA|+&8CEVh*~y|13$hDXAp?C}j3r<{dZn}Y9zob*Xu1881Y2(6W5)5TAjMql
z+sgW=_i!dhtnEO#ktlE4MU72`wIPQICpwJ$mdLR0tzlo^X+lX%!uFp8ebuFRHn&Vl
z|BRLP?P5|#sfTk1vt*N>w|$yyzdzju)|J`k#fIyjeydvvdOPASvu@@&T|v6{hVt6V
z^2WsM50BShVdXVTKlEe%BQ_2%bK3)Y6p^+%+~}vs^ZC^K?_WlXa=zG4DwulN59J2T
zEVEFRsQ*k~_D+GM<n24fUz=_rJG*$gn2&NOqUb)TJwRY6eadf|)HSyKUREutJI|Dl
zS5VndVTluI>eV2Bui5BUD)Y;G6JwE6(4RlrT5h<jkUbuT6bGJQi0b|I*!ycS57yK)
z$rRmr976zy3JpOBn~k2WChx!`sX739xdH|#Tj4!88{OmNRt&pXMp7&>!7u^_>>ae^
z?Hw5Q2JkxKp*w4WzT5`&TdZdGC!Oq00nQ(4ng$%ZLrFgmlAcKtg%XF)K&z+k6ll+(
z)%n<vtl`N2Ufl*l*LYo#rwChMCaC02M%*cQ<7Syh0Ts88^~p~|k`Z=hI6>Ta=)4O4
zsVO&d3TBZNL@KGBaZznW*Hp~k*ohf!++7zQ1o_X;pt{eX2EDkSdU5r7admnJ&SAQE
zL9=~jl4Dwd#ApTY#jkmm$^;l(igxkud*T(ll4bj{cHki<|B-G3(hbNMGFA<+k)PtO
z6J^jr7Y@QKX}QJZ<Sg*qD2NGGAr_?fR7j#s{f61Y>WPL}H^eNvlbK%6c_I!nU)5Mp
znTmFQB<@tg$0mJ(_bhyv>Vqz@Xf82n@>71NLp)b|G_TbEjS|_tmL9YSWv*U?cuS|d
z%A_9z3QZCHf=)F^hM>E@1a29_*e-EGgv=lp+);A;55WSPEv7-!hma<_Dc~q>#HYpE
ztgiW>JdO*{>(t@pfvWSOJPu#LVu`Vty%F)jfD1URahI6&k$Vz1d@OhqY%)eRzCrdt
z_)`8JYPI-P(8ME%v($z+v%AK1m~EYTv*b5(mZ#;ES$Z#q$_l6Jg!lK-J#B_a`N6T>
zy;4GWg`oHj16STE@%(r>w*mHci?lBdFGmc2+mR54G_m>Rjo|%P@QDK*a%>9r8Y-36
z@)|1e7~$1S;DLpDvL-7?CJgxYZL)Ate`zCF%a)UNNy--M#-W}g<Rh5pViStQH;fwW
zU<WQmYr0OAbepuHnnBJvn@5U%hJwG!@hvzFg;c5-HpPbjNa<aemTl#{sU<G4y)aEa
ztu*u<Ej9XCmd3nCQ{pvT<UdvhpS1H?unP#a^85SlX4Xd0jS(98i$t`WORu{`54bta
z=7+0TrW+{#ZNDZ$5m6)7Ka?F-%-zge;GvNw75@3t?YjHRJL)SCjD;trXAb-77@3Iw
z7Aw(mjD^S|&4uuQRrENnb$REDV%zgZjPu^@(gH|e&A&_v-f)Rs{6CVeI;^SpZ_}eU
zN}5qpQYxhgqg6yYq*J=3YxF1)C8a??x<ly(X{5VBLAnNv?LFV$dtLhv7_f8B^E~(G
zu31c08>Y&7Aocl_L*Z_T%IPb9lg)FN`X*yrM+tqcXU4j%9XvJ?sYg}`qxyD>BMJ|B
zO;T7mR6kM{DG_Vt-;}t8)^lR>zD@hen>T6Y(VPibqxkXTGy6gZSshbeaD&)~e|_Gq
ze(2a3^=sSaeS?jaNMVs!QISYdu4|$O!xz?Hm(i~;iC%l2MvK;*&OCNY{yYhc_cIet
zzT{4P`Q#;wudws71&|4|qvX|$T1B4eC#O_$*rfA_6bHL*QqZkKBlUk;KD+V%Kmy*T
zVIC1;5#s*}jE@C3RA^IGX_8fFlgFr2Sp;{P1O##f$|Q7keal<Vd=zI+hxVzGXSf~g
z$ERn;-G0&<7zmy&R(YH~XqK!ZYIcr7HklDeYStDcS24_h%bN#I$PViQo?H2g?FY1f
zzurNk=MV&ID&%mnr?=05^WEJJ(3k+icvz!^_JG<&0H^$G!T$%X%)Z@Nv{PZ-MZ0Y+
z!_1L=WI*;k{td!q*JcI1F>;|t2SXiB<8eU}*T&xBgdka-GYO8NwvXVQXrS4_G6D06
zP!|GRLp>QLH1`o4d5V(+GeZT>_e@`ZNQA%qDhCWPgi)IlrfT^cv~cP6Yrt_I7X*0k
zt&y>IpWvN<*9HU*!NLR+;SGY=oiQf?iy!}ES=FL9XsOzupITVtZ*YNn_Pc-J>vynK
zCtoq^pl23-qPg<OE;hJxqI6SKc7|UzJ^nbU0&<)z^t;jqhx~YL<6TPrR%o?d<2Pra
zrV*2D?(uI;HlIs>Q=V;ov-@mblE)TpZtj+6{`h2=CS4*D?*9@F?}93`LfJKDF%q}y
zh5JtJCt<oZ_p~bTb1?R7l6ch<7q}{GPW87_;`vuT3-S{$^C03uK69SvrAt_@OIHyr
z;dFz%zD)e+m#0eY!M97N9OHY3%%3w&?u?jq%pUjY;@Z{wBaAzG1{Joq?zE0Oc8nfb
zxnmL{^H^tKHtb)pxPQL_laUR#DZj#aV1h?_dVUZvb%KL{L<PqwJ|v>|s$qJpVI&)*
za+4@`_?;$Y&uDHqK5uSw1^9pkNIR-kTRl{zk8@BSu4lj2^JYTsV*~x2Ta>DvMG7w5
zj+tXzjS6!<m-hQ}`nTZWRvhm7RkoHkm$kM=gel^FFD@;w&Mz&fP0{KTsIo6Dw+~55
z6-`cde-q27OneYaqOMHr5JSvI0#sqTE4wc!I_hF4ejPTeuA}Go6MGsvmTUdqM)Plh
zih%)v=);fcnaXcf^SB<`Jmj`1EcmUJO9F_ko=M`@hqa(Wl2zZ!CBU(0v8Nsn>i?qG
zf6a)(1)#{nuR$0DXv6{ij=Z5gK(o=G;9h}W+m&-_V*_cKU@F42P>Kl{qz&>XX`4PF
z#1qdA{XG0cW%OhdG(W!%UDk`}e<y<l)F=jX8$q(b^_0Zn2E@O@)s<NXVF_#shX5?e
zypYrMqafA>@-JoZfC)d-Hgxd)*RO;CM}garsa%n(X@-nwy6MtFC-jXLiL+xmu`m-O
z7WJK-B-1zR{Xo3UcFlA3*&TWDX=&<hV&dumo)H?F9j9I}O<!rLCOD{ASWG*ev8;S_
z<|>6jJm}9lxrZ3Jr|3@-s2QcL+R{643b^}9N^aFeV?a6+_e-U`@Ok$D;FSTIxi`Nl
zhXdYxpt%uuA3iY{Z#S_W`|XvaOp=7Hzmi}MFl9_oeO0(c`IjyFB3HpnCVyT?=P=Rk
zdWg)Qrf5a^F0C1^E&0S^UfeO0uAb>{UAD*K_ySXE+*KLF9of&r#zDVNF8aG)kDJn1
zT*<%=m!J3=K0VtXz#ke=S-`DzeOT!KIM1KA-QjWNmWhhw2Gseb$V$9zEA!YxLOcy@
z>;v^`b^IN`c4mgDexT9xfasJBqJXbJ>OGp(-;ma?qo!-&N&+aVI~xM$4J-Y>I`*Xc
zuLYeltm!&b9W~i@kod1QHNmKaep85lJi3a^c@l)xDe2Ku!J1&-xnOU%>W?M|N^Pfb
zDtnzcA;(66tGhU>5pS-qZF{yZO?OZ(GZ-um;nuq;Z`?z}@lPwJu3O?52vR4`H1aqo
zltSqFajZjGpYt((P`}dp-Omjt&I#Cxi$un8#@?8t_h^WzMD}&&Tk*ZX54db6z=?I3
zoiIS}G}ezXsWzx;_L$%_qWya6Uiv4MOJvnVT`J-E`V7MXUiSwo!=t@X|Df|{tA@T9
zGSp!YKU=WxyfOz~04V6Y)BG>|Mu2zN1?B(VFx`PJ<89g?5s4Iq6PWd5XpFU7Y*9Dy
zKo1ExlJ+0T@ET)!lQ^fh+N-0Zb*900u4Ch8;Jp8ADu7b~a8I9uM`eXE?AQQ)LFd^g
z!UucMAwQ3x-CpZZLYxo*yayEF@F*gAbjU01K|v9e#R}}-S%5lDss5>k#Bs@5=)Xv>
zsKX)xpZhSi_q~`mn3DqmwY$R_u)(^QX^#uKYY&ow$;&pqZTa~(`mp_HRwm{{dmr?o
zf$=`91)n`QR0iE8g>M-MAz<<cuh0<dfPt&)BMd0|$NK=t+y%&V`%Qv<v2Gv_@TeY#
z_Jql;XCkAbF4EG<d&65Vrib|LKM20jHnF!YXZ*9voIv#Hug<ydy=Ur<Nk?GexL?P3
zv-O-1W72g}{!)ItgYjsp!ND#g-<Wo4W;svV&bBIT9XXBF@$l$kmOP`m21vhNTC5`V
zt@qB8%o~2a$7kUC<ifCq9S$-b|BNn}h?;j3^nnKxm1kBG;qG=m3Ey9utg}dsz@>88
z%VSnS{&bo|`##o}Xjw9#1>+Xl2^)M41zy9FFbxlB9j|tEuXat(R*louQlFfXMVMYg
zV4mZ>+``#UVEFr^s_#<B-#*(@FX(rd@3e0HY*LH%c&lNeXI*G>CtHq?3M?bl?@Lxd
z(r1acYH7KB(A@q*Kr|iC%-(lV_)>Bz->GDBH_2Asy<Uu0Ihnff0tvD+2(5xctSm4x
z_?U$LapkS4snZjZe?XA=mw@Khs6zhHnIxJ&fG=g@Kc?+gS+Z$y!DwlTcm>c-*3vwg
zSO~qB=Rkr0VIQz&x$6ro=zD&pr}+<P01$(C%OZAj3&0tgln_EyWj;uh`!Opi<xgPE
zT{r{|*h=)#wMWn|xVMN)Ub-8*I2=k6Q2^_2Ax2s)yb19`ZlSIJc}%yVF<r2N-)~mX
zA;rOFy4JO&JmvQJ7`9krHSarw5<v_7$4(h^UPJ^6cM^leoH0>Jv;$s;;@SRFj4u|^
zlUql`c%pKvKqz%<d;TUdJ&DCqKi`?QL!E^7t5URB5_Zy1*X$76E5jY&Wox+e&VT0U
zs#Hn>FKAv3iKt8`3R=+yUswMi0(S(TA;z9A9zBzSZh#U`LiIf+`TGC+6Kz9I@P?q3
zKdI;P`mwj=J9fp$A;55RE{nJc-g&kWqZ5h>d+R>K)n@&28k-o(DjqB^VP%4ky=PR{
z<wGbQ^23ob82+xh8%1(jVM3n-lR3v-M?8#!rYL#x0IqdR^^Ya2bD@;$blq#iIr7Ch
z@@KRCSq@Z!gzJbM`FQ`kil%D|3>FRK2R?wBXUy-r6Ub3L_}fsx_GcSn>4S~{!919B
zJXv%+nHAad529+%tMhR~S@C!XRalES1rj%Ri8QFzK|F8?(nKLECvNK2sr|9K^do@%
z@XcD!H}P5EF%W)JsSjkZtb@D{!{m?p!Q_2X-`z{}8h#^CJ&U<PPJ=(h91R#B;|Bfc
zSZZusiX;R~Zbgz|!Z`9I9Kw~&NhE?hG_)$;0M|<l>)2Ako;pQ1T@0%#eZ)F67ym!Q
zVi*nz>w}bQ75;IQh1AQP)^BIzgZvcq$HnFM#r5}T<@Y}_y@8*dUJ)kTDzDtjl*J1Z
zCd6@DWsiVBa3U?R!hhg}kk$Rmf9<!xZ&*D@%O6t)sY8{%ZZu0W5gn>z+!0qfGX!K+
zrIOYYrbC7VH)Ivtr3OAa9Icg9D<V-YUpc);YW;QlYTy2}*Q;8Xxn@oWkssnp4#{U+
z<>}l_<Okx-U~?T>CSFCqzMi)5F@M_OW&r!JDDC~MJ=hF$@^$8_-^#a8ylvu7PD%Z^
zPBSgvJ!8dR65#omGtI)aMfR;9VHj4g;gQ!E+6&lxWV`rfAW0V3;7*(;{`g|-_+ua}
z{SIDBin3zvrAPh}JNf3c4)Vt|J(x4yD7`2e7roWv8~y&|Ch+r#v-g~w;kl9g;UwQ!
z-j~+N7tOJ+#k92Q>4}Ew>0Y}R@bG5l&`oC1tt3;=ea)QCQl(6I8bMu}rj+`-u5e-D
ziz9);NT>PZhZCqyr88MlWJuq>`IDB~+Qq@`qKk|EdJ$)PdwF8zKzI8<O=V+EWhV>w
zw{n`E0Twz&a_?1)e6>lrUzBo+<nu_BBfqg02Ny3llnL?_KjSPAc+vXwIl~R2!0Nqy
zdP)-D+<0L0pX!nz7ZsA##NA{D4?1N_0QY77{e8yqKDmxYN1^jsW_hWUv6gpH<A$RY
zt$R`BhKF%a$)aB;nA_n%b#5+a!+l&-Jj=zQZP1}*dLgK=Wy@Y|&hs%QMa6@*$n4J~
zbsWg+-ZGVl>^XfSjPZl?+S1)wXXn9bUXvC_P9AZT6hMnyBNFFfKmrVEWR5mI;Dg;&
z%cB8`karR{_cK#4BgylvhB}z>OFW!ZSmxd7{xX=vrlTX^R`MUTJzWwtqaO}Md-+lR
zclMKE<!XP{as*vI7s^Fp1KO+Rqb{%sPK_`L-X^Sa9l%x(1ywMvLHl<%zmCT#&dkpw
ze~7UI8x^=i25o+v6MuZO_3vmc3@(8p$E;Tdr=4AcwQ$G3v;DZ~>OcYGiq1sfjm@2M
z4!fL(6Ca<~QBWnpTKA_~U3sz%3yTlCczi04gDMaF2qwLx=DgY_Ji{V<%D1YDC0%|k
z2@?LOYu#@nD~zvYQWX67@=clY$MH|GBQb<;$%s@*$$)rQ$G7JCRG9mSdwF3%2D>AV
zhl4rmAhSfSV-~&4J<1;XWALZeP(5%Ern=??TlYK=g{#3=dzzH?Y2As)r{g2oZx{LE
zThPoI=uf)qT73unBw%*S7|n*%vj(qb_^V-p!PO9WPBSLv0*P3!=rBbK?PURKh)?R0
zc<G-*aC)AgLf0U2t2g;4Os##ORon`=ui&~r|26Hh7xclZEC#oRDRRyN&3%VR>j%|*
z1aC1w`#wPXHp=fn$f_byKyESm==Gt4U6zCPhJ54Z>zX6G<V!`Z<Fd-Ux!+PQBB0gu
ze$ypx(@Rw;Xqw;i7nfE(0Zu2KnwZt4Hp{sz`BbO-LD(Pufuv^o=rf3E>-Vs=xoP|I
zlEkFsb7ke9iV>m_zBCa(GxIaQ{6_tbkyG`2{Jk=1N`0tANU-z~U$MYQ)!2B&*m#NH
zV2R*J*~qvek`1BLYk?CqXesPoTlY9<(E9hE1!{&YmAt~lk`hj3cYAA1WowHk4<APZ
z>ms#mFg%!;up6ch%%D8@{-Z2-;zYV(R#p!atKl-1LckIGKbFFZyU;}q&>45C0M1?|
zO@^nu$;nAEN@kqj52s-TRd)za>WvRvdCaSaP~k#gUA;j7BxIk$9&Uv0KDjI_Pn1k9
zF(IJq$^u9H{mU~CqfY!C3(Odk@~vD4Ax&`B6M6hEV4i~=uzv40iGfrW4?LG@2Yf;w
z{=n9P6BX8U)x`l-Ka>xOuL|gF0Q&|*d;5I9d<jrHm(QczKv2^8=gE%(b8dA@mkQ6u
znai{NJIUPJTDKo9zTs<6_-qybVUL7Gfv~Tt^_FYYmTOFxePwX4Q4>;vTWW*&iID&7
zEr@Kph$f7zN)imXxF1PTJ#HU?)4|A3tP^1l&{go0x9gx14>|T{oGDDyZ^)xK?-YLr
zTHKgKyH{z~y)0T25dX;Q$WhvEK6;YiJf6Fu-to73*nQbq%Av+sc)rrsac-v(C?_`4
zcL0LHM5Ic^UsTRY@y@;A)r6V<f@&(1m4p^5pf%;LEdmDG=C4{N1)4ZATogrCiTC83
z5#m@OuAe$(ICdFz*%@>>)NgQAnb{#cX);(bQK2Cc*~EkjK<elT2jt)$T)o(^(!B8i
zbI>B(bUNI2+=+bIx!W)Y9so=4fR9?*%=M?%U?MHBhC{(nWW;@#|7XE<&2(tUd@IN+
zXbhu@2@X0_LWd%;EBD1Q)u-=YwYoR?kojeYFv98muNSZHsvPdx^&m?j$NLXlL{~{%
zyw_e_5BYC=WMo|BS$4JE>fvs;zbD_iyuUsNzd7Qi3o&FpxnItMzw2PkehJ!h^fNkv
zH0A+WxOs@bE!VBcu47fo>rsEh45yy4@l%suW8$qX3@lszNYD@0PVe;``0fMmp6@ps
zwC7-Pj(z9N8`^e&-$b(o1pa^E7QhVvlz6^l85#t~sK@P^h66MkO79k-;>JUNgGgY$
zLl{5qYsn|^R@^&`8CszEdkLOqJptzx<f`Xmutz&&?!jGd3Duq_!3L}WwOufUh@;Rm
z5O7<@XLe3f)~_G*fw5?C4DeBVje9+3XasFQO6e&#(CW~2$P@L5)F%sCkB5q-55tT#
z9jz`c9q(13#R2wkS{5~nIq6vcDvw0CYNH`LL=52+?T_hTK7<N%=>Z|QFL7YRWH*FG
z#xff~Do`&k_J5{lt9J_8@9;)CIsptJ?}Z<6gtJf0K=mM-l14H5lg;-cS6gal!8htA
zr4IIgXgyf8mDSQNX^m$M<tvkGLO|c{KfSzTxmwb7x_y|1YE*I6neeJ<+u(0HQ}Fy%
z6BF8#+4{@kDg>v0)#&z}>a1`Efz)20Iyylfu|YeAQw8UtFXn|-RxM8%AyBv-_pWMt
zk2S7&?Zz|Z0s!iN;*m?bh&O+;Vp&jM5#o2WPOM*F@w>^_sWbWS3kP6>Ei6MV**wkC
z8eUR5o^9%$ZJOR~8s6<X-T_5NNTZ%RoP6gyxfudQh)cn8YJRg#=)PL>5VSG1Tx@U6
z!EB}USG(@(mfl}4^c0>ar~1WZ1*CnJc&#RpMAMPO(1D;7Pp218qgZ+q<5tl3ZpuQX
z<ne8i?OXTyC%np^nK;y<6ASyO(6V?DhxEV}cL$1t+5%bUHy)HQN%>AzlC-b+Oz9#p
zMpRg-h@PQtZWTYEd@LF<G9;&gG)D5h)T$_JXwR9Gm|wv8@6dkh^Pk^3uS?yuq8!K=
zSULnUecn)R#%@}YSXe?rUPTG1swm*GKa5CBk0~-MNaSNJh#LYVRi%U4z&M6OxEjtA
zfkq^a0Ex$}TmSPa`SJn@!1h6`_Ry2RKv>tK5GM-=0T5k+jSBuU#;0ln+_kEO^7smN
z&$Hx*1c%L%5&@Ep9iuL9IcHsS5P*`WN?aj519oLIQ6Pc@&?zLrsJG5Qs@e7Yrtzm?
z#Qi4IDSrU=S6o#0UHYSc6*__@Z{aph@Ry=i!H6e>c2z9)RSf;~8#*7)N(X#qT6|~x
z&3t3^+Q2rzw``l)T>6MVMun2}2m!PFFWyR15vO5TTc8a^9-ur?mh`DmLTL4C!6i0;
zHW>okc)?$3n{H>CK=t0P%QS$}taBGgO6T6he+2ZR6#HTAyN(KmEIbg;ijrA&mt_wB
z_uNB)6^9M)#<ef*K1>m?wYUETeAqy?Tqk&#V{u1g<*Yc!SEZwsF&%m_4?H5h(&t0i
z2m7*1`?7aKY@k8JPM8-D{71`pD5{4=1P52G3y_`zc?H-Q0FS6<C<yc6Ji``2g}(d`
z?x=$vmmNu$?sE}_>&Y^uoLgHRPW{#eY#p1{gK-5r#pRc2`OI9VnfOZiTk<zOzQ*H<
zKur}8!v$C-4%H#DqX4Eb{%$c@Xw=^$G)oYG>M7nq)A2hj9v?SS;aS+td(hs1Rz6CT
zY0DTLD#{Xfm$Ytc8+l-bBw&XG3&u_<ZSaOo90G2Tjp|VEcazc_E*YQmm{J<#<8x1z
zKQ}@@*E4^vXGv}x#R*aO$PDMDOLw*)CV)f%1WRkQI%EQ$t&12(mT($n7P1TatC+YQ
zqZl+()atAy>)ctQ<GaG&;jFtX{K(lLsfmAR>A?(un<7p8bU2zh_r_y=&nZ_GefQqK
zzYdLrzg_wuFVyUmv@H7T!RXn;Sc`>xqsLomNsp9vN;Q63tFMX|v(RaS$@V{uHt%_z
zGo~I^45NLk&OfA{lYBq_fY_>-xmvUeD#3L8TS4eC?#&9VPe>M(h(q$PR~3Zz+rpl=
zS$5Kq{$P|mYSW9!`q39{`90uo-(T)uZP$13qo6f<qG*f6%<bv&hSXVG5srdM)->Oo
z8>a(9u3?V0udEO?AlKOl+TtgD%z`X}Zx3`Gc95!}bMk(5T*e0-Gx(Sv-2DE1^YhnD
z#IMVTkf^Il7bmGTOVmlC!#cOPKCJl;?kZ2La7?0iojNu){;%?rQ~dSw=c{60S^m^}
zZ~q>48s$DH1t-y}?!AvIIB)(bBFV9uNnP=gM9YZ;2*-%A=r**-Pj7N^P|dB^_-pZ8
zYiM)unb9)@_ukp|i|n{m{x_;A-wR~c!`OAO&SV8&B^DBMqNc@8!2Dj!Stf735tY<4
z5H~!JHb{O|qMWPE#i`TFoigw+$thOoWAvl=c!8KWLBdZXBt+vx#H08a2;?2`c~dbh
z(@`!{vT()6d>QC3-J-g9{o0zZBCN}!TEbb?UF`{+Rn$pD>I3^z&`FP@$>dQtr5PA#
zHKXM#1?$aXc}nPNdFKPzM1JaP|8CuAg-yDFs;CHam4lD*yB2kwkEPAGu5U*_H!pr8
z^Bl-vP^}lqws(-`aFzn$$vtc<)mjy{>!cTaHu5Oz(B)$B2rL05Z-KfT2R&K1BaaXE
z5fewPW@|(RBmYdqtFd9Q?+`*=u*}8l&5<A#R&row4y1LQbB4%d2?;XYqfrNISyE?*
zUjee@3P`rF0?5Wa67{FR6bO#(>2q7g@f4^TIgI{!tTxJl!D<aT0c3*e%$<sIQKlPg
zRq$X!;QYyo5<VxJK6sjNbApo%p$&%x)KvFOp)BrR-sRr(5sGvm&4NxI-T;35i#r9G
zToj_I8t(IAPK}x#U0s$+3QyZN>Oz{kE&qIC5C1TK>r=dSh&?Q69LY@w3;y7Px7f9O
zH8>qJG=Dokefwb9DRud2tP7)oP#L4zEBh<4WT&bzZ<->9r$0uS?CmritsU`b@BWip
zcd=;z@_~?CHThSVVDgsWsBcB#;qYM05juRAR#>e0rnq=q{c<sHge+3BX<}#Nq1ulw
z`3&Z6)WSLDM7*|v`=W-p-FahXDtkI~lwhcB;EWK4gnq&>j|v4HXK$U$V$Scw#BW08
zk=X*T=Wz!EPPElK9WX3t^KZl00q>`|I{u+M##ly9YSFao&;Y`4Xi)G>(?4h{x83Pa
z?@dbM9K(RIg_aSh^agXFza2X4I!60=r`Q$?pOz&x#6kOW?mMks0|#rroDFfZKR)ox
z<6aj(f>u|nL-%PvjJiLqf`UltPTFGOyAv>3Y_!0z$0@Ozuh7&<?!>Kb;aygL`}f})
zHqFs{hmtvx)~ko<fs2yYR<1{rC;u{friSIUnm}BYmmiJy>7|zz;N1)7el6$0?SUpG
zYrMMgqOtzrWQT<`F{se~f0?Cm7hgPNW&P|;l<ZYi4V-0_oHcZv?Yx|QRaJd;t?jJ+
zUMm^6`PsWMbVy{GCS@BWq@;7N?-iWYA$h;@0%N@2U$pREbb@&mkhq_^Hr46>aWXt*
zi>A*Rj8O{?B_tF)16z@h{`r7y2M*wa5Q-7QbMuJQ&;b8x3wSz!4I2xm#^68kn(Wq=
z92+>7Ibb*ug@x>zgS9@vU{kWZ_({euLgtK(6{bc(0a<-OXLterSzLy{4q7KmIPVOZ
z2NC{9>1~0;TCigJa4-p<P`J1>ljk^hz!!j$MUOZrouUdM-0VS}zB<o&$S@nRXZyO_
zBi&QnCN6peY<-ND=SDVRF)i{7G+kp?o`HHOU@%nq<ry2JjdZRv?bowqenl3(hZf+4
z{ZIfH$2ao4)XQ|>8GV{UllBM_^at?FkC+%9m0$Nt1A|EoeGWEgzpS*`mCPXGH78X4
ztuHD}PdaxS#1Gx|j9Ky1_P<c(0gAXIv{+veV&8y^Zz8;!;xE7-7zFlxLr#0@V>-b@
zL_gh)Dwz^XUhXVvM3^hsv1oXc+GT|`A7S^%blBC8*M1v#KKFj@*qx=OMYX<VjKP>z
zbnKD)favFY>$-c@HqY1dHAV|TO(X7AgBMEKe@8`DjN|P;bG2mgv}9r7<&)hZ`pZ7g
z!vHCRD3hWLatD?hd(Z{*xiv-JA$DF-!uWf{gF!F|I)o7ZgPB(Wzd~e|tk}sZ{&;?Q
zk?q-<O=nNMv?)4U_2NX}uw_2w`y6^%v?u)lg&VJcoH~Pw9ZGbFV%D9;H^etSR-9Cm
z9h-`{;~1Z|6%B4U9xs{3mz(yN-Bq;sl_1k+^Z<2J*vZORhYdr&q4+QOyL-l4M3GD`
z?Az)na-U*DkDT7cH)QR%Uf-SRfJ^%P1(b9XL)GzV{%LN<^ADHu*J+@&rd|D2?@R`t
z<nM#7SZgmaQGYuy-tf9WN~!aG|Ld$(S4p1-C;zT`fyUnLli@SNJ5vawtEfTOBhblg
zkC6Lel`uNlC{U`bstdj{bF(_vdbDKLv*ui%e_iq-r|LQ^GP)tB!Fwz{8fF1H38dW?
zF=siFA&Gmt-nGk<?>u$9F-omqwZgo%XjL;Bln)D$xdCTTV{?kNx6$i<kSf15csD~6
z2MqJga5O>)@s8l9lBk}IiS7ttZA8@BFmMC2ae9kifuCmV!QzlFf$DeK5-C|!WiGY1
zdhH{g1&TCBuu3DrsVjy=a34-VdM`9zj8Tm0fD`7|<8g`NbBPgf&4Re5^HB&V2@KnV
zTT^OKFExHIbpqfKdCJNz#maQuLAZq<X^z3V2dd@)jTk2Z;I0Fxf0bA2Dm>JKh+JEj
zjWOEQUD_WQMXYdG0^0nNo#MrG`z)W&kI=n*P6Y<xAXdh?%4Y*O;EFc;RT4gvFTAIB
zc-^--4GWoXvvUIK&_W}U=i`hIuhE2SM9Z$du&K_y!-S<}OkB!Z|FzMQTu^TBmxFXu
zlm;NV`38c}Ffddbu;toD`Tcrx9|+!{@^iQr%y}EmVsI{7<?GSYlC2XpZgHtK?`nRm
z;$8tacuKoD!+yAK7gD1t9UO7e1+Gr~7We))tn;Tj;1xo$B}D}XFRfRfBveNwxUxb9
zVYwf6J2^vh&7MDz;FNw5%0dM+ek2T->lBjoK8)CnT$GNm8Y+iP|CLx-3-t6@A48s;
z&94u=!f58)rPST?)fcP3QH{-r7n@<COgVZaG;f^QR>o?{rzf1<htR0l@K}{$XcGE3
zhl^yBDjeQ|`VoKdd(#D@uDAp%pN1+0sZ>3GKb!3!4kX7oZA1BE$*1y1tLH1*EOl49
z1cV<nY|>;QvrPilSc7aKFtL~%y1wJI-s5zIah3eNqQ>hHr{iyO#G60!PD>h(oODJl
zeRl$1|6Q5wmLz*N7x6ds(aqlQ7d0BU_}$0k?<cPcwRZ8NpQ6G`wvj|8%U;gQgxt=-
z4Hc>MORqn9{<d(Mp7&CY<K<;Qz<O<YYwY*MXarPW$EHqEy*I&h7QK?t=KUo2)_PDg
z?TPf8l%W(7i6PQ#E=ir7RA>G{5!$`_)NTD?V#j&dyaq|!6K^L)J*oOmh}=JU(?{K4
zsnN?UvWBtd^ees-uwqOrlLo;Vc!pnz_u;PtXsxA%dt={jf1f!HHU*@Zgn%9!NQb1~
zfYKGfdGc$zVB1=0KVJi?Tz#UE5j<-Gz6Yf<f^@Aa_R3<Ti5Q?;ZIzwT94iKRrd%_I
zUvbA~r@XlZC1Da?K19jK%)yeXHQy|RK4FCb32mW#>^STX-wvvkJ-nBH&IKtU!wJ%2
zun)q1oxz@egC7pt-a0{SIvU%>=kd>JfBv*&B69{1DVlon`g&TvE)I%t!yOsMdbbj~
zUeRgY$I~(PKMI-b3mO8-8v^_d`+N-h6byH)40p)2X|(c(vhtOeZ}R=(N#V8<#SYSr
zjuB(D1Cj;YPOqdhz4%l)Zi4rdwA?5Gm_+VIzyMgjgHZ^<l|E;wi&oZjQ=>yerw}&^
z7EcGDE^Y*OTL1eQAaTNl5av_wWyYMV?kIvoSW!I>fuq<7@b9up?Inc3fBgP<26a6r
znW|trKQt#<M@U*SdpCM7_v3GXfpExy!zON~Chn{z?;p9&8=)tlX%x;$j~6A(h~W?@
zfyq1)&HnS7*|U^QxQh{84agU`AZ0+t8(}U5&<vYgNux>a<&Z(asV+WNmdkKe%y?~=
z0sf;A2UOHq216I$b4%)Gm>PMM3blwp(5^JZO>I9SPkTNJu2eYp9GYxd<k;DD*1njp
zd0}PD(kOIyi_oCPcJrSPvV=5rvJ&<xszZw7_WVd~{7G$^KZi>Eoy7s#lt>`VGOVoA
zn^>PQSRY?p1fhXAjdOb+l2P>*oww&h{m&HdGh3ZmYWb7M{AWJiHH?BhD~c&1UkCKY
zg|fys4##^9V#`4yo`s*`)%REPs=Z6*t{9r~y3_~71WSM$(lJ=0LW9lodD1Sr*^dWR
z?Gy&6M@hasFXpJd{WjFUwO^FDIQ!IZ()Zg%zJAa`{*T4V=EwuTmfL2<z@GeeyUFE7
z+v9g0Zw_yFym~U`VJ{BdV7RD>rF&^@wQGN4<KySX$L|h5jUIw8io_ct?+kiyD^8<p
zwtmjsd@kFIUClctXu^m*xf%X5UBw|8w9j}qD|M1ward<Dz%uNfD(qhC+ZIXeT|~p3
zzs=gGqmT|yGTHm-XN1I?AiXv3v22&Dl{JYLQ;C*#FVDcgN4Fz8=)n!2@x{~m;*K&+
zBie?{k}CaTp7ck9>4UFWRLnhUDJzoRMa^os#3uA9)GNIdQ&OB8=ofc<V;iStubeBw
ztzpP>@qpo5@|dG#?czH}3IxaQS#PVAn|qAJSMWn+RlAL|^!ZFbuCkOd$nQU*+6JN#
zy2*Ho6)NHR+MMb`TZzg|52*)wX_WeQ5ij>5mA3H^djxov7|1&+>Ujv$G!p}ROjLs6
z%d$qNsXlHxsziS3^pE|nPZo@sOyE!85~6`Gq#XDp!HXvUBDrWE?vU*0B%B9t%R2!+
zUXqIZVamTcUs26+o;sC3_>;3}qt!&4n98bPnuh-Gc#I&kOqEpaCZ_)NHRv>iOy+~8
z%*0s1(n7t<Ax3L5kst$)blv9MmFUA!*}X6d6;`i{wx?1jNB<xSz*Iu`^6%%b<6SVO
zjJvbmqbjw-KsP^3>{C$tvsez+075{?6%HL^zVVuY<^FfDmwt&h->s9M%3%&2qh6;f
z>Ui<wT(rJZLi&yw*utk4+F<gDu_O{W-KjF`gi)es>|4_S@FPkz_Ai9pU;y$~n6DFT
zDyR}DE7mcOCKCCN-0}Gc_mLLIx+JBs4>|Q{#PGHU+B9OEa?rE@ej$t+I9JCl2u(Zm
zuP&qAf&Keu5Q3(q65NI=Il7Q~zF??+0r)2mXXVa%I6A@BlkyzZh!jMm^^ZVDN8jP;
z+g|q22Xrn5oUsX*+z=EZy)A)4J9&>kxSGO?BSZ5GT_Oe57&(b5De>|HCMJ2nVfS5D
zSnlKb^#nZmB*#j@*42s*SU<bHc|MGK5Pl)em`#reJl<>wP$~>8#x?3{`=z*y#w~*H
zz>tphWDU4A5AR)~%`MJmh03}HUiie9%rOl)Z3q@bAzy&qMSE-V);4|<gn)$>V%OO)
zQZ`#F);$8%T_f;TcqawKM-u5M<NnATg%#P$*t#xxYKRK^eiOAvBtE!<WCmAkJzfP*
zUni^`_e2~g%#6pPM8OM4jvk9H7X;@kTykI5d={~m6@CnMHd&y5Id8{Gr;VAz7S$w@
zsp@+B5CC5Hd4|_uX<0}xaVu-rOO6C4i@F-d9G!r{-Zul@0hHYA2fDcv<CizlhM8BF
zU<IT+|3x?JeGjqGEg9O}@ZKU|i@ne@g12p0Z*Baslwd=Lz(2pH_v>FRE`GWV++7(T
zx7g%dj<qepuCE|hV2-E5J(4b9RTC&($FjIzyZ@i0mgBUUz`=={j1%zN{G<KnA2dq%
zC7T4LzQv6Tt#j|4`0C@BSQEgWzD!6?P0>ln)=$bdNlG!`S*I;1qAuW~EjT;7Sze}g
z_97O4^flx2$Xm7DLT+x{AYkeV1^oG3h&ML1ydKu<$rL%gQEGrfqf-gZ7M<~GXX63g
z#2$M@cQ0OOvNAp)HWSY1YuS~@e-bdAZ*wW|kzGw+sESvWU*~S-7jVi@Oid>#@a6Et
zL6Jn%Jb&PyvtNmI4CYS+-kJJ5?nx(jQ1$?*C!1Xdh0~`oxm4({Z1JSALeHuL{wIN)
zKJTvTgjN4{vh5nNkpZe<KBkcDqyh*I$RcOw`7en%saikb1`C-NH=uaN_EqoeNSX4k
zoDTN~2Tej$f>CPvrky_<@Lt1+a*t4{sM@E!3-rZHimFBY;#%?Z@{LbmhB^t~1QiN-
zhh`q^?JJ+D|C8tKm8O2j7rR&%leZV~_T6rAStl~Dw1vJ;`l5;A7uYia`2FTBtwh_n
zX$T^nM`@sZ!kcROg=YB$u|mhC63Vw_ed|!&9b5~rGLIb4KZBEZ{-~BYQUezq@(2F7
zYG&Nd(*%XJ0S<?!;h|Wy;$H9cQ1&G#i1N&k50Qoup9e3lRvrGExxA!PY96IBW^P$-
z3{>4S{|6nTGo}?88-6k{Bery@bWpK)WvG)PxwBhHIi;L;YLfl;qsP5*wqJDK5Bbk)
zKu&x-;sKq&+&3bOI*0-?fwN`cb9i~OnBkMTBWC|4zH+Z`&1D`It|L%+i%5S@2#=z!
zRFGvu0b#xqm`&9r2=R7L1!1jO)ZTRvF4dN9)w`8Dr`DiN@Xb%5OK>|9n_!^L`7rt0
zxb5p>lGO`O=O^}&eiJT}Fr+5Po#DMM|4U!KT9!|L{Ru<@O_Hy7@`%Rg1^+^$X6DKd
z^a%u77tWD~q>OPI&TfCsb&%MNm?F#Dj=fK;w}v;+BWRRB<JAK%yNjCkRxt~J-j+Qg
zD$BWS{_G~ge{{2a+9_qy_jKTHVwT(F^kdE6D#pcUrf97}n^mhY$9m=$9fSu##mC^#
z(K|_0n2^}JtbP}B&!?4`w?-J2Hk8@DeDAOchVx(#a^ROktcKh~h)$IW&BJNdvbwyf
zx-RxJ7XNrw>ihJx{Gk`)099po=yQ;6Gwsh!TUgy&Bz-qyp#2$#X?o7~NY_QGY6A4a
zafA`|v6o;Nd5d^N2W$Ne%OrXv#jJ~S1ODFqMl~`ulThdx3jqbB>;}wugTPV4#J1kE
z$*{V6BX-9kb{*HDp})|y^RNOiej%8kkPNTz5=0aX$T9zrEB_@`*1rUYv|h1hKcu?>
z$qT=v9ht?e(`Mtx--d+?b9Q;S30IJz<ROL6cuIJAYC<l+H8j{Y@39|0#D3g|JsE*L
ziI1%zfia(fo#6I-sezl}M?S%kw;P0YzHZ1x=H@ze@nC?*DS?%JpN&t1XXyJ9zBM=m
zau>|!1MF0Ugc3zu<b}UBd|cGSyt_H@CXi1ypaH79trrQIOkcQi7Os6?Y>hb#ls8F0
zKPe=_7O(q|s#|VeXZ&5w-;D!bcWt;1O&YFFle}B^Zg2F24PX1}!YgeYeD;unjaS?K
z!?$scuB)Vd``t?zt$W<ptYY0@o;Tqy@b_B$QE0ohPc$73mrFK>pu-yCKZr{Gta*v-
z6<~F~=3s?gjLu$GhN_BJ7#<Ynw5%cSK>U9Xd2wxq#rcnMR*BS*xPIQ%Z&@+eV@WtJ
zG8@2h5snS4aPmH{B&eHXRj0o_ik6Y>RPa%EB~_47P;{f*teYRH^^i4u{kf#1U9Do?
zPE_c^E1RC>$8%|SfA@c5S9y{>_u~FWdXBs21T%IKe{2nV@*?-|MGISoNvvbti_V_*
z*Wq)}^M=_O{Rx=l4hH5wsJurUg-@S0JT;t1&X_b#TQQVFBAyJw)9gz!B2XaTrJ&^P
zYTcmaVri$ztYcx5#;<IcjmRl?Mt0WB2R}%?emNWMPYCFX#B%L0w|Tr4YI8_vH&2ol
zR%ZFi`RVN!ZmwUF*1xpskj8b$ullHE_MmZgzqQ{4m&?;A?YR>L<GWWHo~8!vzjZyz
zc#rL!cKhtR7KqW&l&hZuX1kbfS5@|n7~U%-i1evts=S`h&J^x`L$}>~UAxts<|e3=
znblqq);Oy2QB>X1bJ_`*!>xnx1x%C>k(be$Nf?>WwI!N@#*rtuZ?cDU2_<4gD%n4N
zA5)p!DWE@l`ZhxU0pQ{vI;+@;kYRO%U~3rfQ>J_)jEYQO-EGd^Z9Xb$uIxAPZky0B
z1PZU-n^a0XZTp;KgquU1tO<dpHVKGvbEQWG4=yx*WQADKlJYgADRG=Zhv+0QT>~&`
z_W$tPI+RYIC~m|@N$CX#GtE;nnnwa5S=oc5xtul{KpUgo!o|g9#GQqV1F72N)CUbV
zOhW7#RFe&dJtsv|1{c*SWOWjo#)HXAOE%~x!1=r{&x$t#z?Ku-`p#DlDpZ{j+!H9A
z^pA~f7}kV!6sQV5k-E$9=!{<n|Hq+XbY1(%%)8YE?bQ{d$vJ~(tffrUdgRe%k!~NO
zN+T7Mdz@%ED%5wr0c{96sxf6=QDsHFGm;uQZ{L)9zjnwy>}zfHYRY#OB8J=cZh)Nz
z79Vmu)=o`?cNacCP{I!ZW3kCdXI2l#8$RSdtbJ-m*C__U%hw`V5zO7gr<NhqUQxe&
zBg26r1PVCuH6}JT`IUVVdV29ySOvXHt8%FcFCU5zMPQw~_VYcnOaxNFjuW~@%A^dY
zG5Kn0l!Q^iSeWWIO9}=PnYZ&tabW>6o+QclT+`uOy9HD;<g^Q@&`z)=Q04GLcsVF&
z&>d(DC>@Xy=?HeFfS|Ez{u}A5h7JI7L6RiQ`YHIGZ2jR(7~FQ{o0BXB@jh3vRC-a{
z;_iKOihSg3j}pZh_)s$(>KIcew)3pztW_Q#y#cg1VB^W*;%%lgMgW5E&JA#+WH9u0
zbQm`!IWIohd}$~u@I7_qU#>H#5d;srP56jZ(wU3`FMmt9W5>N?N3-L`BIiafhiE?_
z=hUd`)T0R<Zs<Q9qQwdcNnozeZD)~K>_*6}Q%61XoXRYvpcw?c-zsl)R^rQipm+R5
zyNBfo$Umx<g_n?whtS7if?VEXo)jW?)(m7DTzFPPqU2?~NuN!-8F5Qee=i@>VpfmQ
zI*gfm@QkkxMOrz<wP5${qChpkXyvxK)lSx^siVQq)PZI?NaIpA`lPz`D6RIiplByf
z)k9ZE+9kn6_>~ZYRVr!iFu@H?7%H8je{?2cyp9l^*MltjcJKCm%T8_Yy#46<&L60S
zxX*36zCU6C`q|4H5nRKJ2KO<VAM{GvzW<hk^wyDskO-kWr69VmDBrs=(}C}B=B1mh
z&MVq1+?=Im=_k)t=NjR;2T1j~)97EP$qfgFC*Z6w*mWFg`6;TYvMcBLU5EEoYqe*4
z^-t6J6(OdqwdR(NgQNS#@7IcI<Fv-c7|SN9hO{Gxq^5^Xw2Tg)^ir95##WLA=+t&D
z>PnmqGM}+2wFwwd)964cbeJi$XjqJiXef;7>9v^K-u@717nH7%{`^~}Q1thow;tA1
zi8CXcB6U9nm`q5-e}3(8u=>FGF4KVP%`2PP3A!0=Kbi<00u^n|KQyoFYmo(CoQNVO
zm(DmW+<WqC<vGqm<%n@ZhjKBBGG>8hW?HUhhPK5b>~i$X711AO2Kq86DVL~t#rQ@?
z%`U5dhP^<)v%j@cn)UEnH8R;~&;Q*+Gc(|@uR0@&6ZB)AtDQ@4b=EeOw7<oAIObQt
zfZ30{Nuw{nRGS)ETpV9$nl`CFGAgEGsjLcY%R92wy05WL!f~suIIR!ogy>zw99WME
zl%eCN>X&DNn!tqNTV1w$ThZA~-dC^{QDi_69;#;mQ6%lZG62iO`)`Q?AmE3Sj5<WS
zR7<cX>lkyt=e8jZpsRI7W=w%hGv_fgHBu88KzX!|Py?$5x|{7!$!p~Z{X<dqc29n#
z9kA)ZAHn)eZsUdV@B*_#_O9=VjfJBKquwOo)Ie7*M*-A(d;m3RRb5A9nF^=``r7WL
zBCufpkpI?uzk~W=3!l<W1M0mi;6C6jkkEg=B0@X>_eDLRs{{6aMVS$@R?*{<6<im9
z1DAmSeH}-to^lu<Dq)yoR-8Zpe5c~#`8P*GI{|ev!S8407?|tgS1f-yIDty3xs3jK
znB{f4Bz7ZT=D5J$UgYrXA=QzCAP8eN9#&0Z&HSi@=P{Sm^Gq6sBnTaZk(!#Bnu(s8
zl7e)CI$o&zv16n>FjJM0Ac!UfM-zji!!02>lPYWGwrM8J%e|On3QUHt^K0rFYnru|
z?R|6@ay9mcIo_1ZH08?uFsyuyD`RZI(Um?jEpQ3sD8niy@yhq+Gr9DuQ<jzTYj7Fj
z)gN{IWQ^)%h8Jgjm{YZjqwg-P4=9oh9^G82HtYgc*eF&)Q;M2}3+OlIS*&PJWJmxB
zBeQx{P_M!VDvyI3KA(k`bp(95Sr0(6J{d-iVl`r@kf={GT=s!C{(K#esn6mrnx}^0
zn*ql^*D7v6m>OZa*K8u)3<)PsFzX!jW|uQXdqSU(SNaFX*I>vc)-FJ;wmf#Y#}(;#
zr($cAA9Lhx<x*e=-EM-FxJp$V`wBAnskPk)4v&G2>Y!fZQpY)PZ&&o;#?O}=buRH^
z{Ga}{O0{nFulFX09Mbx|RP`pyto9b5tMJ#3%wpepXKCpDzM>@e-IvcgiF`b}?jL?+
zs<22(ea+%pFS02rusNS{M}`_n!-OJIGe$<=?#k?N*46ziCnbNH)uXaijmOj&JWO-q
zgJbf97`|Q@41Z;Q?xRAE=(p0a9Z>+HOaDPxao8zPxZIyNPr)9p<gX-Iak{p(CI#Au
zfqb0q7iKuJJ6!6%3Vm9MfsaDIv{qI}$S{Qx!dcIulqEc<5IOD>c`+`sb$W=wi8*O|
zWS96AcG28ANXVa+D~e_#<=se~ATA~68DNIG3MNiBLJot1ArdIyU^{}t^)%<#|8C#^
z1}*@G%5J0u1nM`PR@8Ms>{|#C5+Iu2zfkpk(hb(({iWk7rAQ3^ud=7rpdA)82oa&G
z0Yi`pS+YY2;IO00)ejC280<P@qpd@{Fn(N(2rvT!Xz~o(0=oDpmi4MjS1ZN>y3c1s
zmYnsGGblKlHf(c|?e$7^JqtImTiIs!o|z+>N2}D4@&`$jL*uX!d0^lR3UmL|ge4~f
z3D+eTt@=E=MU)ms6z(T<1@^zVU0H{UH0w85D-{ylU^QqJMvl=^xralQdTV7r2gnrs
zp)I@PY?l67qGorf)6&w=W_+8cI`w1e$yV)=rv&+u5jX$QQzdaE;?0x0WZi>?$SX$C
zUB=`h!}tA?ef@=UTgusgO(N0Gwbs!kMg@FFoU(Y~e|8&F4jzBh`?g=DP=1SG-0&2a
zl7AuGiC6*=rbeTH>-iwsgbs*R1}yY3Rq&Hd#9(>`MX_1j?(qp2zUhse#h9$ujLm$0
z>w<-|aD!um1F^$`SHn-BT=KhJO^xf&lQ$3hb)u!2w*~saWWyQ?z7|Y_*bZL=%NL~o
zsIi!I4!}D19cC{b3*Qa|VA8-I4sbZ;42;J3l%tob`)=sYbC0o;{A2?F{Fky!KY02F
zcnIV0J2@78*5qLhTUoB7(l_JH2lvMFzh~!%j&U|0cFe#W_d!ttKY#U~1`%ge9+gp;
z+-f@nrHcDof02?ICtvGs=_;x+@5zZ3m-LeGNpwCVm}@O1J8EBi=7ZP0_)rSYbl;BH
zkX$$}ODiA;BK-IjDR#cTmLtTtxUac*rjb_}o_{d?%Oqxqh3X;8#JGwwv9t0K;Q$Tj
z89T5{vPTd9t6-e}UtD$1q&h1k;-wtP=l^C;R%m&;ZUEd%K;&)_QW>|1xSI92$y^WM
zlZ60g62G}yP`0N$1~PJS4(^(sHB<iJs;T8lxdAQ3u^7g+PzD;i1m)0de9#-jU}o?j
z|NrRhA0c^;pWwL!_}pw5tT`I|egaT`cy0_i5#HfCucjnqx9d7(5H7Q~HX&Q@Ej;JI
zGOM!Q<tGw(01Q`{(-PG#UxF{cM0FqA-J25lTK8b4v3*y2&I#^yO#?gLNrx+h`;rKD
zbnBUYmfwJPsyD11a3dDy98G>4taSIPahfz<_iaVLy~ko%Gi{+*5B~+5hqXRn2#uU}
z!|PT0?jRO;UuEQzc#sj0lkkFe`@R)G?;9zn*;MC_t21EyJX#6bxBvDyGg-yTZM@lQ
zApDWD2AD2i)6N{p5EJfrkKm;!&mCXFwpVA{-;eQb1(X1H1n9z-4I{IOsD>nAu<)tU
z<ijKLsR;u%nMEteV~B}9eu}f|b$S!lV-@wBpZB-;jCUDLqV90lYGq;%E^X5%qa3<6
z>E}L9x!0QCw~Sg&3v}JIXT7QmgG>Wwj`nL8&bqS{pHU^)WG6pQ$X?DE3fX_)+Vb1S
z`0uYQdfuZEZSR!a4>K@o@LVvw80b-&#7@45QgvG{cs5lDa}hOZw8X4eFS{E6lDOK8
z6sO1?^20Cs4OU4)jPI}GYQ^8yBDfYf>i!AT{fpMWjn}`OW)GZW_nj5=T^01L!c``{
z99h1N&-)u)bo9A)_pSa;ZSl7Chpyz?e<a;;Pm@Ep3V9JE&p_^9{cHc$(bs?V*iQ<6
z@>Q9BkNaa0Cm9#_r5jbtJdvPoYZm=lSJcy~t+;v#W&u@spuZYe?A#4nld@U!xRrsj
z09V^5Eb`ginkNg&*m}v?<tl2r?+a{eH7|eC7lrbFFpn>kpgn^=S3YOM31x+36Gjb<
z-R>VLnR{D0=>hsw2-=KRw@FV9EnmY2Q_K81*{eoTtG}bIY#v}Fy#dYt_5s)n#KgRp
z8e4xzOyhG<u(R^4LzOkqxOH(|I5-+HW#MCjMF0y&t)5l@kNR%YJ2|!W$F7(TM_UD(
z9g=y$85O*4Gl{2PUr$E-GfIcyv%DI2j5^>XQnHu+Xe#sHZUYH1yP*KEO7S*P=@)!a
z2~3`#KpUG>+hZxR%I96Q*@OmNFe`u+Exy4ghuc;O))U7v|8Gc_mtXcX|2uvJj5G!k
zME6<ylXBV1jR(p`qI{(aGrErnegOc6Q%90>MzT<JO1M&hX6%)N*M{4n??a<?Q*f5h
zl^p|kKm7rzz{^o~Lb$~H)Ew;a38J@x(|gU+GOVgCfPF50iSy->;y{Jw1jSx1K0)O<
z7Ta<<NqA@{1m^@;AB;_K@**Q?A$RMSK*wn?IqlxRvvbux#niJ}Lje5{Ux8_jV?N06
zms_wxAlN`Qy2Csy0nef{ik($yiMGiwmCNx>;#J}6fz5*Zv2f-a#9?E`l9M=KtP>~1
zsTqSADQtib*P&x%>El-!s#iYgruA>G8J1q4^L%GuGXKITh=Dmj2gwacyEz3weJ~3l
z>V7cjvI5}O=EG4yde&dwvdwa1&#^ollq;}x^5Dn?_7%48|Mo$Jt#YHfTAxIrdR8cw
zRwxFHJHbDIOii@8Td$i<uN#RbYh?KxNU{>ZA~JV7*y@m!SS&Vz5n2L%8~=~rn>{8b
zapeR|n#x%5acl>$WAP{mEg3zogPX)YwU~|ArMqI{`}GsRF_HR;_i^P9!b!u!|55AY
zhC|9(cWD}WgWR!dSuZ9ia32v;gF;yG8UZB6)Q4X}TRigHlIz#wZ^$(48Mpk4%`Lyl
z$4*Ncp2HOHr$Woox$k~d7211S-UL`K7|H)Nviy6Lau(>MgW&AuIJ>nRDxxY)N!*{E
zN^g9c-dM*l`K$sNs_Xt*s3nFFuR!Kc%5&0dro&IqnU60#q;WCA6W2lTHBeyS@#Vz}
z&*s(r>Q(VHUF~$qCp-BnKl$}m<`{Ae{$axIdp=oe!El4p(r(@d>|KW~b?h@BduMOj
zC$B2|QAU=&YL+*Hws+l&Hx*^a-;eT4?*@Vn8S!yWwe~u_<BzH&jZ6)VWmwzYJkS#h
z=S{029hYFVlk1;>kglqh7MSPrY(te#^`-B>A`L$DJTu=pD8%>w@YIX=2M1GnMz*bT
zRAOJRh=PJnq+%-m%Ot!A8vO7F1mV;mL@F?Xc-gPr->Wn5aJrY9n2NWX(_SFi<fY~8
z)A^75&cI<stSP&X;)(u@hc(Sd4aN7tzQId;d{l3>=xM0^^l=J(3@v0mj7+Rl$bnk1
zpIvzoA+m*4=76Gco{5@=m@GvxyevOo<niNMrzI7)(?g=@Mot-qI2JDd;EWgP>}e{)
znPVegM}L7Zt_AtGR!%(&k-H=UPI`szonY^`yLY+=mfz3wdQOW*n;jpU&e;nN7JOec
zh!+zL4tQ5wCAF;XUr=*&S=9V(REBl`Q<F$0wP;pKW2RP=pnZWJ>Hm>*-r-dK{~zZV
z$391dkaLWLGRnw4heJtLGP3vHl#y|)91&&jok+;u*~-Y?*?aHo<DBpP`TefTKb(u}
z=D6?oYdoKiXYUR}KmVrV@?(Cl+J(K^pAx%%RX=xnqMHkZLk2gV%FaH)k-NU1^zsjQ
z!?1>6&B9061_3*{Cu~5F@^V@wWgQLLBN5O`5#U`nyLxU+=x}CclLZ)0P{4&Ze)T@M
zKsF>ijC0h49bdMSMh7K)bPlYv(NeV=8z;a<`x1E6b|Y8;i*kV%o{Tap`384UdJw%A
zybcWgmV|;}o_=o7@eS~Ogp|+`?;_^L0(QW1V|&nz$;4vL*GUP14p2yaqS7ZGv~&QF
zj6Yv2^%&ym+7Y{Ke)40PIrn|T0DmF+D<cO0#hE3<3pxIrbO{);@ZOzhvPwWajwD3P
zPKwS=ib=PgDlPm=EMIeq+_b~2@_s?RwtB!Yf<WRUV<Kjw)9LLfjJlP0l)@Pl-anED
zt$>UpX{bI@P|4#6Zz6Bg-eQf$DgOTb7)nUXz<QgOnVJ|hN@h~ED0Nd2V=Hp?fh_dk
zm__x+9hR=VEL-AHbayQ40S;)rrVRz_cUnrs90dUC)uZsHL}WI)d-5*0M52)W)2qWA
zu$xdcE)G-eN8=H0m%L>(>5*O$hQxloyJbb`(xr&?z=q(-36BZx_=fZ=5j{dbAYNYM
zSDIk^=yIW4Bkj@QZ*enUkpMA|vuYwXw^&-7jzf3kU0hp^|G}=oy30QTB`CpJnLe<N
zsb=Lj{P@l2BN2Y6N`Y=}rFY@akj%qfZ_T}c+HVIkTZh+wKR_hEB3uUphJc%O2phLl
zkIAca`KTrc@E`oit})FqqjMqm0kyMgjSSz4$iEg_dSFm!!ll+%thU5hE;0R3M>36f
zQRtF)SBvn8Xhz@QBDaluy`G^bHzuLS>{deC*Mjm*5Q9uYmx@*8g`*lDCarfV-#zYf
zc9mYu{c+@P3n1V;TR5)pV<(qwP@A%n`F(CPEOP0d9G+7D@%v19LVO^_5;%*)TAo<J
zo#P8~NaG$Hj|B7@l%&&m5D0ebiNIq#dra!~H<6D3%&m-6_(D1C6!5)AysnJUm1=D;
zWoh!dIU*7nFkLmr2eKF}o-qJwU5Z?&BGUU1a7e3YsqnNThEBHLz@cP_p)C?B9#Y!t
zz%`;g;vQf#tt?U4Tj!`05IBYDjbF8|O9mx<&Z0Wb5gUgfL~OjxVHLCiP>VBoPk;Qn
zb&u=P6o&P!T<KTnAu6**9AYIKzs}N2@o_B>MnR4>EfFBaE*A0=VHclX<TQN$)=*3G
zTUKcslLHN~Wr}+O3P{$d2}BcI3X$Z~(pJCX|NG4ul`k(^!mu}@WL-TX0i{tGr2Gg&
z$^j$H4A36{k;gpE+Welp4EmX@T=&P{?~_Oz@GD7j;N=<t@IIdgbo;Kds7MP_9N$we
z_e01HhgFu++=GcT<tUlsXy=5=7o(%!Sl+PIHa;As*<ow6Xxo-_cFPc}8+0&CvW$M<
zRO3K>_ep3XOTxN=)mN!|U-LOem7B@0hG$iW1<JL&Y@q;bL(Wf_<{GmZ_8{gh5+07l
zRO1Lg6jNh69$#R{mH?@cHwRqfgc1P75Mha!Pp<k9j^eXT@39!s6?2FEE9wR(N$EXy
zXaI$|D3*|r6iM4mG|K{!@da9<V+i^O_+l?{v9>Oi+N);a$%!DotZh?*s?itCShEU~
zP9!R+o<@}7^Kn7hv@ARTdY?>V>6{ke#akJ;SMu))qoV{asJ)(?Ko0wN&z*LMX?Bib
zz{xAx_4-70-@~hevGR_K_nIFJA9&c|atg5|R(O4MRK@{Vr(AieS_cuK46J1R_pu$g
z&$FsGs3Foz2vCl!B8pESJwtf&5G=q0YopQ=GP<QgNAk-580L4=VUGjUMCpKCh8=`O
zJw<x!n=&B?j$!fuIXaY$m|y5KT8WG%g7OzJu;BG0SFj|D_HRvr;N5U-9_!!%$VH|r
zT%9oHe!Q5@olN!vG(Vo;2Srp%$B@J$5lC&PP{W3RtX{*u!X4S0_fLWcJp-do765i}
z&&ssMX6NFz_4KAC=U<s_|Bgyw_(<72!aEDBTAZni-M9v0H8~f1+o&UEV-B0EjLjFL
zLIxITi9z%9tJ1_6IY8*!$)8yn0b3lq^QJAFjC_va&hx05#P;ls{I6t`$Cg5i0?s?*
zMP9G@eGQ{K<}&X4HmbjE9DF0GKK=Jo+M8!%$0T+;&52iYr{k65Yolw5af%Xo^>;$_
zzWuc8G5VG+AX^}uu)^SKWGAirF5&^__}VEX|B@)7i?jXsC@eLj<g{`mQHEleuzEM#
z*r&Z%X4I_CRM^P#b*aRRi{y+;qa;HHP}C*f{ZF((b{hM#+&q3kxaS~k4Z?r?o8dCf
z^KxeIxM1(tD@W3D5cnvmIM;Zdlc}e0fUK%6UCL=VqgFhP{j&S?#qe6#>`Ap=!S~Tm
z2?cBdYV#(o({X*N{pNoxM+zQq#%)!(5ju$^h;<g6-Fwwg_gp|NHzQ%FO+`p}nfjmj
zT^TjhCtcblhzLCnZpNjofg{rH&FS-2@u4tC>DA7^_kHA*)*ZjMq$X(@*4=#~w=E4K
z-2Xl~f(V!?+8Djn4S^mKy=iuxoRoBU-;L0U--(RW_VJ1R^U+$iC9z+i;3a^9J7GTo
zhy_$<kVob9<vbt`ge;pPu=vc@e6b01%m9vNfE$Y%*2g1(G#ygF{Rj&F321+lD3?(1
zk>kx^>38<B8UG;fRpRl1!2IP)t^kk^{lyIbd4B~qk~&IKcd5wNi|)P^?m;{<E8-K-
zP$cx~6%~&CcjyVMxShk-h#a`UCyA&N06M|filB;oK#mvUE|Ggr-kDtIuA)_MWGDe-
zj_Ln=r6bHw*FJP6pw+JDvzMNm2o%eJ-we|Mgasa+LX5Ugj8Z)^ii8Eac)QVMfF?3r
z{Wa}p<jq43T}rJDL;G0dn{D`iwCV)sj@ug0aHOrEr@cUSDFff8XHc365AfRUMQ}IT
zm6v^<aJ8e_d2iggKS3@0SztPGJ0g5g|K7%~CX}{}Kw9|=a+XPGmih4<n@<Y5PQtlS
z!VGf=1PZzN_WFDDzV#pRc{>|mHS6i~M_H_;6}LpS1e;~vWN<6IyM`cuAXPb}Zv@Yf
zgJfETCnPVgshkS`m1r!&&g^qi&+QE0mrDd@L@FGCgwOb6SMFB40y@BFQHTMl_$fr8
z0MKRqO*8tAGxGsvIv*wXqw4pg>vME|&2j}XxdFy50j4Jy$H^SpFu@?EGDFrfVB<9D
zAUU3o(TKEIgt4+*fYlj4TJOSAt+k^Hg@OVzES0sY^Q!%dO3d}OBsjmNCX53b@kA07
z3$Y<9`wh`RFwzYgJGsPQ-9CePM(y<MUkRp~A0ygdIHsYB(Jo|&kD@#d3mIu3GGA(*
z*p^Yf4To9pyzm^q-9N_IFP6CL{FE4E+ZjxsYA(_w;3CcKB3WuHnPV%P?<kRHFI7Nm
zGSXApURO`934hb4Gn%Hhvm&rDBa?A(b}Eh8-t(WIyNT{NEu6awo3HyaHXGdb?wk3`
zB0p3K+PtFK<>0E=W^-og1MHV4w$6Y1clljG(x<WqyVtO^>-ypU#!+7#(CQ0E<y}V!
zdDqv#&gJ?keqpE+f0r4LxXEkzM|HEge?2izewvZD1J*rXXt)a4V!>9U50ip&vcRM*
z2V0lDd$>+(|3ORd7kTece9dzs-rs7rE%k=w119#VaN=2$UDkJawVoTA`>UA0RdDpN
z)pFDDmP0DZnc5P*4*z_(T-F^MzBy8uT(Rl2R(_Ol^j!PHm_3D&lEuVO%D6};8y`<q
z1(&@YN4`jqW-LMNScQT<uNJ79D^s(I{}Dn`;K^gL2hx(lB9A$_I9QHhpqDsQ6d2LX
z**^YgIIK?mg?Vn2yxYj8Giha7&;Euh#+%o|uN87fO1RRd^2BrFHrqo1g#JBgqscd=
z<!k1VWY`Y=YU^oJzr3G!4?BofVU7>(CZ@fcyO)nG*75_9DR`{x6f#HGh_Ir@y_>3!
z6bx3LyPeqCegBQ%DV0;FOWUs*t(&sa+p2DsSoId4xU_tBFnVVb`sjGcco&w9@7if>
z7MHwUE5H1qwu{?dod<MyoDHT;;vR=xDJVf5a$+O^9T|97ypCW^xpp*L9}SU0$d&=L
zy}LXh&`|IvG@JvD#dZK;<^=M9rdA`|WMJ>+ayK(8@OiodZmDslu~|m)gqi~IuXn`5
z0uICeTYnxx8Zn4u*gG`aVTV4R01BcF_lZR|31bdBzT(UVhh}7PgdFhssp+4=Cor9`
z5*I+)F@f+b%0g~XzM4V#_Ypa*_yY&87WJn$QJ<*$)m4!2znO28=BvUFnDhm{0e=wf
zfr;CvNtUUP>zxdhZ}STX3dF+h$U|tR!muc$rKu^vjFjh;hl7JZ1`>E&C!t?^8CDJu
zIf|@bpBGn4$~N}Y9l97Us-Ho+rG0ySKZn<R*if>0Ykn$DGDTF*;P!CqR7jAMdI#R$
z$1vaf^;-7?;<`&$_Z$ysxXG}E>NAo2ETju`^et~w#SdrO2k<OjliEE%y#Z;yFaJd5
z`>w~piI>U4nx%;OEZjmY9;z2vv7h(eOGa@S!?WbBMSX#hT7=z7OWa)cmF`MQ347Kx
z;bq^DSxeO<2)ofhT;{yJLY=c7Lx@feVsU0klZaWS)H+G=fO40A535>T|FJ%rKK~Xa
zY(DNCS6HBF+xvh%|Eum%EM-cu3aL!g^OZ{59>b@~6c6qtbkUWG+hubke-z=CeyaXV
zkxr=4PcmUJyG`#sJ-6`tE@d+}%_+lh|3KxiLoh>9pJ^pKK1lf)E%dpT&aH$Dg*C31
z_0NH4<0tt=un8V{D_kp;Q64H19DSP@u({%pR~QBT2=${lTNWMrTm7}fAFAFc1!T)J
z6Hy{TJS6cwNNxlY5;@);OPFZ3L;xmT#5fk!>V<hJn!o)=RaOc{WLGctupb7!W;_J^
zr^qh=$nS#TydEhBeebBHFhh9@=nGq0aX~aekiyMEp@3EyL5+1HUYPQ<il(e9fPZ%7
z%UM#S_(8FXvab*l%@-3T5p6=s2x?|;S)%mqEgA?`F#mKmeF)1TKt|N6HT&h~q<e#X
zVVbL`K}z7Xv4BN%Pk})Q(@PD7v!=sEFyk+XQPlWczo-nq=#5h~YWa%Ru7ijE11yz0
z9*P?Zc4rHev{jH2H80#653XS>v<AxDo^&13B}n7T4N4MP++r8x5ZaBAsD7iv|K5NH
z5~Q&QICN>Dq^q#?>IR7tPaUFsLXt-%6Dnr-G9w@kBf>bQ=-HR8n9WAZM1l8tujbY!
zsOzXK)K22_EasgNwr|<0>(uVdZHSacx^LW$xzUe1ed=@_W#0#6jqPcUnwQ(<xB3b8
zm9<X_lxur!Mo4K*?<pKYN+vDRO5fd}01pi9QWm~!0P%1M3swq+1E6(%WHqaHBR$Cl
zaA+&#UMf<bL3rX>e!UUHGTeBjTppz1ksk+hkKT=4whMyVHw4-tvWyq_HJF$K?I~;)
zZ;pZ=-M_?8|7v9S2&`L$-PoMM67fj)q$qSr_dzQjSoLKQ%9B330Q^D{tDYygzMFFu
zZ~U@jH<hu>$vvEzFlcGZPwrpKYd_wAz@*wG2k(53DaRn{n+_{H7DH*awt?y!e4m&>
z9RgT(raBSy4+#R0xS)r?^!sAz{0i)XkBq{i+`-%Ewv!z+khe92m8Vy5QoIq21-9ax
z(|B{10W<+XZKj2G5k3k<cR#y?u;HOVc`hOWkEet7Qc#%@havHltFYjZa&#aAQ&2g}
zC76S(T~`)5`WYX{37>!vcHG<B>D!2<6CwUISi9KvYN1k{<pq&DG5Q9+yC4iUCgQ`6
z$_W1Q)d`ZORLGQ>xzP3rYr<OrjJp1xGd>+rA&6pC^^oFen!_`EBk<J+v6G`dUM~-f
zm!y`aQN}>uZq)5{|J+#j^v52IK(Y818ECv%pX_2z&LBj|`1C^{oGf&(1Qviy0+Y60
zUJXr!hktP@H<T28kfNKJF>a`n>s+`)0LsyczVk+yVbu8h8WLlb)6rxq#yav1!k2%2
zuf$iMd41dA>-Rpd_}fv8>ognI|7^Z`QpV2tML&4Ix9Y*F0m|g$pN?tsvL>Iczhm@X
z;%7byk@h{#>f3ZtqN7gK9wQS!m5=12cHf3<f6?=uux~PbV&bM>+W6O{L2|!Nios~_
zg}@<X-Kx=SI^rhedAWJ)g7AZV1Nu*YZ-0`CSC@=;F-TA^>Gg8zwW-UTNf_LV*zmmc
zU<oJdnfY4t`|2w=^~zUy>8{<{X-#aTDv8aGhZ=chv`)TY{Lwk%k>`eowa4`6bn&-`
z>z3Re(jkvh2bgXRU0+m{S{6k<EBA<%och3R9h^z~!>aT9){*kN;PgyDlmqD7RBQv}
z;@s~XTauv{c}M`?<n~9cx7_i_qzoDy;d=!AS`FjI+xS(lc!t+~6i#c3H4)~%Rv#)G
zsIVc8rA6P3r#=)-7y(RV)oPM!@V#S5N<Vf?pQa%A>4V^OjCeb+HAg1APyotvB_$pe
zWxiZZW!pF5fpDN5#1a7xC8k0=NiP~m2hGGW8XQ6NaQ=?~fWbSqyR_kc@9YVQwAtx^
z8W*VQjfBK;I5}V@zNLD{uKx}IODjoX!+(ytK^Zqx2%%o3=L_~9{cGW=nq-jLc`-+A
zWu$5)!@qV@0(_TFrP0${;d`+~ZqIKoVxHTb#;b_)GY)h+c=2v$Hxhn;(Z3zKG>24)
z!EaC}W)=@tftmHvLsycIumP`-{~D?_y8`SNBZ~i=YJsG8JV{>KutIkUj%bQb1b{)@
z5x`f{Fe0TH&i^^~tv;Nb*cJ?IBj`8o9#g83v_mqw#S9OI*+IkkVGqM8X{PnM(VGN#
zxU5Z_p=-BbeZtV)6$)<X<Tdq^7<3und{mjrAt4P#0J^aU!+1bU<@L4E`Cyleth1W@
zI$<vyX~?=Ij+hPb9P;}*=v~3`lF$`2bRTr<Rue7MH@k!6HCZQnc<?H*OU@yn+n6eF
znEv5Hf^{9D`$)h<&<<5=nnl#H<K;YlzM{Mlbbh<za?Z?<g9k$V>NZwjO~fF5QzS7^
z7{EaQoJWoWlzS69iTIZS=stKr?KzUc`lj8GnmpjMZjc*|3o$VVw9;NM$QJMgaUDa}
zpoHb+=vG3;`9tty5U?FmS?(w!Aqd*kr;%@=dOJ#}y%M0<5#S@kr#C0dtF<Rf9`E|2
z&|2ML+|Ogp&|+G}zvqq9aC{lmzM<KckyuV7;lS?O?4-_56E10<QlrmfcN528F=DI<
zqHIYa!2}@o`ocI9F`gfH#%pIzABgq&C+)qw&jD5UZCKdb3ivyIn%Hrf{d1*s-u2nH
z2KJb__->cys}F`i9YeT3+gEj!`0s7yE@8i0?xtLLT4E!cb3V=eJTNdiU@mdld3dlb
zH81>Ewx*%Q{rqO=$#LJ%1wLB!=3p}#FC~rJY28$x3t6at*X;2Yzqo(%?fbz-W{}A>
zCg3j9)mzuiq_#HL^;PrEKCX9-7<3dgeG#p5qQP$9>;QO0Jen*1DZHF-Zc0D;C&Gv+
z$a}2#;oq<1&eX%H<LvO<$zV!j%3fc7_(63mb}~2+MNj&kgOZj_oB56b8=dZ*q}Lh9
z|7Qp!{Jx*~>t1~4FUH@$ZUYXOuFl)Pe<gLcr-v?2h2|z-1Q$*<9d4!%br&xl{>d);
z*jko885{uuJ;=FK)W{a+Qevb1`r(6E*Ka-E=W3Ea)4KLo<Od^HW9V_7&8G67#S$_l
z;!<P)rZzx9GYJ@88i|M-uijuz6%?yBwx>0U>vrZHfAQ{yg`p4CxEItBu;AQi<J98x
z*l@g1fXCA2OD<h*;!0uar&`f0<T&wL%`rda5%;GPo@%_!g+ZCz5f0X;)Zfn%JIbc)
zjQ6*^En0D|RVO7q^97>-=iH5Y3gOKOZ<a0x(}mxdWXT=^EIp_VgYoCL7bJk9aO)Mg
zMYjCld!BEz_~Yy8oD}tmON`*B0lz4qU^XzlSOrubfZhZ6NhObPo}PdL0;V<)0KqLW
z9YX}8cd=K8V@ZW4@9$%m2xxKtNfZykwgCXqbTi~qZWpF;5#oaDC<5jQ<^&C<iwsN-
zC&1T$!s`oqO6JhpIq)AuN|N!n(S!d~Sg54^7}RB=;xXCVX4_^6PR<B|zm1d`6O$dw
z6JYwJS_0u;wzAj}RUN&fw-@xaqGuaB5G>-v-1s5k_0tdi5mAeZp&G$N<{)DtER>Cj
zp2oiuj&Iw6xe^nfL1Jig3h`YgfP<H9#ql5Ha-sb2fK71TvI{YX@RpW#^S&5ak#oU?
z3=-BcB3e89lseEAXn1EkgC<-o1UkRMy};Rvc*}gZ)Y)!u!LruyElnE#;iq$mtLB)m
z^9f97Nd|mv0`PnLemX!y569fUxbhaQ(`>;~lbB+k#3r0qMtyp*r@r%U-ht&xLlhTd
zx6L{82mfZke@aUI3PanC28J1Ni!g!HPnkP+WLI`2>^*mN)2zF;KXALb<PW7A@GKW-
zyZL;6@L8@Pe}t#!AD2L6@7hS6w4_wZFO{6(OD(=EWjV#X)?0q|=8r{Vp5-6fim+w0
zSqS;4FnsC>%Vd=1PKu1^0Gj&{IMk6M3YFu=t0a5K1Juw;Uq@aQQY|dMy5q-8heh#4
zB`DkE82B-+7qlK{a|7donRqUJ<y#r*^zSnp+#V6rw<zZg2^W5RxM>zNMI-<_0ZtV0
zo*<Gw_%Eb|CF-S|DlkZ*iw!EH`>rkzrx^5DenyTDTqSy0|K=$h5w^qrwh;R^p*A~|
zOuC%(KPATzQ5)MLgE>s&KNU~<rADvZan8qXzrZQ5Kx6Q;WpF%}K(~=h)1Cw?N!TJw
zJw?<)%O_LKOSA&kl(o#A0@8qe;IN9dONj_9s}&)i`XFVvfA?={K?>InN&xfF3!XiZ
zf4yGJ?=`ObMojDN6YcXVGG7A+LIjmLR*2hSR^XXvscov3*nvj1O3X!$lRjtaM8t>G
z;fS7*a2pXIi0lxY;b{EnCIrBPlc58jGQl~3gi+tA{Mf}?9ec&f%k0ny8Obq_Mb^tt
zobWd%l05u6P+(J~Z>qwlweq-&rx*SCG;&qOsdryYJ4tCLF?sg!_ZM59c30_FW*D~-
z=alN{GcWPz<c#|tODpv!N#37SOu3azd;V-*c^b85oxi42f2sDt=i89qlbO2MBBSL(
z#yh==saVh0RUP@AQzz9)bCw@ZCrzS?8kzOH_;b%B&mgsjYlVgXok_1Le&}~WmP8)_
z#U=;b{)2ur0O;%fEA<5pohQR!F)i4RFwQ=q6Br;XzZDLM^s;x!HrG}y?n^(S?-V^o
z|AnoU+}w0Y2~|a2b!-db7cc$LuR=-cg)eCAuW8A$f?TAhZj#W43QxUjKNj34nSQbS
zMD)`ku3`}#`{af`9JX}xL6*({JDKWdJ^11@ptJdh&&rn6l4$0!uTQ7LYbwUl?+c$e
z!t+9?Q`)}U;QVn*YdsJi`eoP>jE@ZO%3F*ze=V_yDFOVd0hbVT9U2O~gvdBtn;>x=
zzi@JFou5gEyX1hPJ9&&gd5S6dH4G|91)yO$fXB<dDFpD?vBXn$qoJnwRunKKza4mk
zS}a0`L&*O!$X|hTNy3057#iOFnIJb;9uyvINLJ^_YUCL@5LbK_GDVMAe6cd@T@LIS
zNMnY}C44GK5DDkghh)Y0J89IIQ}k~Yz@~0PI<bK$&J^&jM+bf{6$(16zj>9$>^<A{
zbmk6OCj*w~lD4>6Zm^zq7k2oyl^0sp+LDJpY@&2OIG#O~X{lPz>EDk<VI6)99U1bk
z&Dr^T1!Q3{Q8mKzNr!sRjx~#Q11wuC7UoCz*hb3CE{G&XD?h?Qku9GNDJfaN0)fW>
zr{%xuBG@)DC<HF;B<ME~pUd{6%w6e?w}QMQRa`9b^MuRbv7)B*#EM(*%l?jyEz(z?
z^>A76b;UoG`2K3pLCaU`SjN4F&27ieVWl+eZ-!_B-CCE0qEASD%FmSG(kgn!tQP>7
zly6dCae7p<6(L?hT-x-fG<SBsqCKc+B<64L2kxb+LO0|28ufb;UlL%VMe2HQHXMIN
zb|b1d@r%E3ZBaKNasMEFd)xOa&AW>0Y+lZ~=t}Qu$ky;>O=-EzXsPdQd*!fh1LeDv
z)*x%Ijpv$_j_qgmceb`ZuV(6Ui+<kw-oVEvvta1m@aRCnXkbS)1;aOTmT>IFnE!|2
z(E7Mu>ZDG}U1DW=clhC%2I+T1)O3cjSHaNTo+=uFu0Luc!gSSt6ht{+_9(>z9{GO?
zyg@K*JIuRCBoro+0#emU6?;IPYQl6<`S88Oo?`voA#5(!!uBa-P4O(^)-&yt%CGJB
zir-9*FWzdfe@|l;RnqWR)422jpXU1d^T$oNAmjAp*HFeJ@H*iNCjIpfba)4jomSs8
z9(Z?v0+*6%3?Dqems1&Gw+Krnp?_+8i}OiLW(IO_HW=OgCI3=OQiUi0I0}rhpF6s{
zt-fqL8aZYP_6sAp1PE(TARryEb$jwH!Fqu`7=1b(uJq&nm5C)3$KJmJ)10Z$?3xBW
zk47dYedX!aV6@s+uApA4U+=}9ZG+Ovx`R02%2F&Zd{g_bns9RZ)IE?Ht9G|~sB`TL
zhhO>QbR((H_4?xt#Y+k^2rsjX(_T%W`tyPZ7z>+lOP>c;VA(%OI;G(F?0SOn5<;>d
zPI!EQP>{G?TxOMAF=0IGc9p8zuW0hn7yfM}^;6$SP67{6pKyHin$U&^MnbQMD3)Ul
z{D(^#HZ=)D1LZRWCAD=MMJ5}opS(LwMk0wrw{uZ6JrJ8V;6z}Ta7h9blu1a#ozVp*
zk$L9w**iPP8$oV>m7#t@nTrQv<qYD~lmcF-@9X~^uM{7prdXa(J3qY(Jaw-zXD6t{
zN}{i$Kf~hYBu5ah*M_)2ipWI)Ccyuv2W@<-VM^M>0D98W$}e=bWsrTwq7PyEOLIpN
z!%hIaZ5DeYbUIc3;aD)xW1YYZfv##1CK-dSn=WY_C&IPWO}WTlLQsi~pDhsPEl<|{
zEE=!p&(we=FO(M=nFowBYg@~V?vpG0UXwe7?0v=)ye%Dk^YyoD1>JlS0|y-b*Srnr
zUk4jIT#9^*fwU(dfHltnRRwmPYQGBbifaOPr|E`djlITiI|7_W<z#67>jroZgLuOI
zTi;Ic7!TFn9jjp-64}!g-PayFh#B8YB-`i`^~l|>ui2iS;M3wysO(Q@OzpK{?)|#+
z!fS%z0Lq{`LH|*A&E-dLT4B!u`@>m1T`I_)Jx`iLak5JhfFP`{&3}h>=$CuBXXbYE
zlGjqMDpTjfpxqb7>WJ^8N<l+{dj03D6JUYgoV6z<YLf=elc=;k)krJ7f|e33qoi&?
z7ganaJ(RYv<?6S&eN*gm(bqQoBkb4WSzKli#Bgq~c)&|#;{Ln7S9zy0kt-I@CMV}Y
z5HwDBE63k>wE^rw=RZ8l%n>^5H+}+f?C*t#82KYS&rutZS=XciL5E;N#5n{zHgk^h
z8m!I8Fp<c}nkk0q{W;irs~&&+M4`lsd8c$-E3>qCN>@uHF=0jd`4d;o1d(W-%)ih(
zy0=;N7@+$9^fi_of=Db$ZZ|PdQRIqqHE}(x5aDQ$maKUwStG(%!}a(p&*KImjv^se
z3hvxU4pX&<rOEB#$=I^O+0WtW*=4(}L&brgivu-;Zd(z`Rm-)N<goXK3mK_Y-D97Z
z%k!+%3+d^x0JT{@{WVZrY&0$5A>q^LadN)S$i~AXtEJ^$SGRi_drX%gx?#^EAX;tg
z?A$oQ*B}rxugSw$4RlrB3xC}ftl$6lKewMuJ^42Eg?*RA`_(F~H_CrKl}9`^N8V}9
zx@(SsY708~0X^AM0m%YjTDVlC=l|2lcQjhx^x@mug`HXilUs}E@X5eH&<0>OSh6^T
zU~FWiDt3f7gO9FuH=b=Yi;Jm4!+)slUvC4qD9{;Ph<-r=M#|AC1na{28jvZ;ntAhY
zNTli~0J!*crry2>D0F}mH|g`dtK(!O9Wak4=NDQ>i&tJ3c=+Nx0}cim&u)SbLkboJ
z{z%tu6bLt>rDeeX4M12=!VtTy7iPyNM1`&!lpw@Me+8g9UuO)2&7X(<R{>s`P`%rk
z#=;{4lfif)<OR_AwvYbj%;*N^YTzU1LOyM@A^zq3w-2WSuw*IwUiPrR^q>08FKiYG
zoq>h}81rk`vFz_KAMB*<@1z|t>$}*e4fO2*1N{DR2I?d$Jr7OGA#5-y`gI=3uvu|g
zc4&5B;iNGogxH&zm4TI+?G{_u4d6XPK6@TymJ?*Q)JD4q<0wP7-u><O?EBBr7Q3mx
zjfwcq)FTaPd%P|_vSgL1$sCx}ppY6v4)ej>Aj_5d>SqEw(Ocae+x^jG0WD~xFYTDM
z3&wk_AgLD^@9#eM+rU$<ApjYT*u^ZMJ`nVv6=J2+tCiOxruybhYCB}hNi_{!v2yt3
zyzQqWm-Fv?q>t``X}e9yDZ)8qP3DJXKPu)hc!{08_vfc#J-PQI2mgtgpuC+pAUvkr
zCxzFaQ}G7=8~bJUvN-1e)zkg#Z;$%J(JXOm#C|G1tNHSr)C<9qiuSeKkC{Y#+^v(4
z_MxtBWojIH;yy9%JG(4h_-OF?Se)u|bFcmj=bYp$ot`E6RwO9_SeYZ~)?n`air3E{
zdftkQQ`q3vto!g`Hk8=e93)7tYc37u<BdV(xE6}gL=EH!i@yO3BIcvhj*{R7c^nZX
z2YgC|G_7}0<BlO;$TKT0-(FqW&!Zx{u+4{rAql@seP0CLV%H&8czg_bBTEtyqkQiL
z(&~co71HYKrLJTG5N~gdlI>tVYc=1Xd%v;qh&Bp-2T-CY$pY>O9F9;E-uhDL`Lm@q
z$oB^$x<@FQsAw$F-77tzmpStcnexCqSAByr9vc{G+}fD}QTYrJKWmGGWsj3E>Km1{
zO2?lB%0Q3Jr~?)!^Mm}9oRl!Fn6a<_#;mzu#QZ6CC4feM6(z<Cqi|0ksV{1m7JX^i
z5$We|7nD;x6nCjHYpiWvB2Z1<x7+?0fM+&D3|uLP`)}HnZaEQNYCM4#-H(O+vQ%wl
z<Iav}!)7}xstSm31+=cqJ<f~UJx<iAc<~@*+~+9757G{anA0%EX3Jfe>GNjlM0~xS
zdneyENpqJSdORn2dkJ<13K9wo9@?AWBq1a=Pa@@jXOo2416;9$UT{}MvzU+i_ohni
zE$3HKitjL;%b%rKi<}!hTfZ(ii>iCQ*|n<`OwRZXIOy~zeezFY$9$^C1AYQdq}k${
z*`l&p0bxM~JstO`KD&l{neSr0>C4kXM+`nVJy}ls;pEW7FiJqYtgkg!-7Wb8T^EIc
z%iw|>gMgdw9^lF#`+dP4+zE{FKBL2njXK|BQK5%AohG=pYyO{0oh|if<T2s-z+qqX
z;m1$Fd_N!#>OJ0$r@aw0WdblwGhXqt!my~yytXT#9|4T$I$5rx>SlEKGDU3JRaJ9V
zvCTV+GvpVf_i6_zvH4x!!}rjZI3%_b+wuLV1JQ{vB!7lma`(RceuH}5(^Ce(5H1yu
znDMUS^t9pcg(~1=pktT@v4YY(?sJnrdwnCyeO=zey50S2d&PbE%3r9*ze9v;z&0P9
z#_;BFAV<#LMPpm%1_ed2DI}2&cgl^`Ae9|VH9br@E-+z%p^~ex<swi`5Sr)re?ptw
z6QW#qB90F@M!;uoO0kU&ItJ2n2tc&-l((7b>6poIX4FCOV0gH}GCL%w)katBZqoe@
z;U$r~iB!hkNGg>TVX;*`W;FINA_v>Aw&m#7d~O9T_=uyyL$^6$t@5pNXd^rU3x>(>
znae^4o8NuEYJxxb+7n3TWXpP|>1X@~rPt)cGMvB%m^2EzDInnf9EM$7lkD68q$N=`
zm0l|=3-8gFSg^d@#S-|q*83;AHI!T}Hjk~XE_@ZdTvflZdjAZP)5adNv^0~O$3uR^
zDhcTA1fYixDuj0^j{ho0XeF$D{mX3g%HPDGFIlSz#hsG)!rCfU!fnUV;pC0Q9F5ty
zx8jzqTN~2YQ(fnsjpRZ~ug8~TXh7ghm8I{y2pQq={T*0Q-_sqw`)Lj~ovMwub8qao
zf{oq&e32Lj^!>s{?#VwI$nZk}z{Y!aug|&f@dX%THvQFLUqetY{sF@(Y~E2<c2h&P
z;@f=1_XSVec{kfkNzsFbDvd!6yZN^qG)H1oKCijXqnysGR3nS7SdO<}EFV|$cim5;
zh!$PF`>kK%bw>S<WqhR<OwB2Ot6@`>bOlNJd=>tIC$#$xd#w9_-fFss2vfR8P1~<u
zOpaaybNkL-$(dWyGQMXL*Ao)j=Q!T;o9284_tgD);mXGCa(i|zc7A@U&Fd|nZ=*gv
zbj4pDSufjqwnI71;KI#MI7=V!*F>?6s^m|__N;To%E~I=WnuqB6Q|kU885^xp@O7X
zk;}dey44mLz1$Uhc{Ci{`TC`Ma5BXO;VO}K;?ubN(c3BC_`<$p36}s_{y!g;aCR6U
z++9`iG8sv)rySXze-CQ$yu7(k3FxojoRw_XnB(NB_Cg*V+t;2#%s~L0E~W$XcoD@E
zM0+d!E^|8-1jQ)?WZ<^ZQ{4~f{=nsO4$&Z_WmTl+cp37XHyQ`Fw|yx3Fq17)>61$C
zGwu~Aaj^0y5TIcTnL~Uo+~N`80Cor6RVt4~<I-al)vU#1RiBdrqRDVp6?itjZ4DM%
zXf=h<8n$(0u1<aWe$q_*%_ce!j@L*^1%er$nvxBXQ5h1(Bz@)U9%8WCdQqvmra{<N
zp;Mj;BxfDZ>`(wvmyipvG5I2fFhCCxsw>(0;O=q~%}F0L0Gg;C&d05o@M^i&E}TsB
z5q~it2uLq<H`Y`H!j4j}gco6^;v`U#WP@Rz`Vp>sWSt}rQiI(FIuQ=5ZC2Ub%TyEx
z#U39PsEUB=1VW}AU(Py)L80=VA%Re_9#JNDGdj8d;!Xhk@idp7b7DzVuWld`$cgrw
zcvxq-C`nH2h$0D%L(ba9<j^u1*&jl@uD#A7wP2O+C<YK>Hp|f{&9VN;aFgUj)nmt>
z5~d9k4s}#(faO6y!6t33fF=LF8@?k}4jIq&Cnq+PS%j=(I8KOHQOi_WCyJeT87d?X
zdK`I(qHc%u{w1;6<7g#-6YB3j=ZA!uq`U32(lG~>cOhPPJ#k!weW_*M!<kjzzQ)k>
zzbiPCt7YqjiM``z@fRaIhVXb(JpHj|{DXw7GsAgQImxZQ&$aRuI`5U&PhbMrjWD#=
z&H~_BPO(|Ph?nc8ML``#UVuIGStvO$F0CUmPdAYr(U3OO71uYZq6}~qK|o0uhuqxK
z!&7|?0k*EImX5ICw@f<ielotVbyjqz_bfye^U~XCJ#ntu^BPwB8jAZG5)Nh3HreqK
z8nJUGe>NYO|6{N|rMG;uR^YXs-^S~B&R`9~F!2nq@dX)&rw>=m9z`_u^kVHihgl0O
zb87s)HE$Dt@<=uDReOzo{-=eTZcbDAz&76DT|ZHt^Qfh_?PKT7H#_#HMk$UYSfZrb
zKWnIcihF79<7xUU;PqeXX;QKddsj^*JCzdypO_8ig{NB;n{q~4N{5<D#F~BxqwVc*
zuN)>JGDIy@AF&(Vop@$8{B`T*!aGdB{_b^7^$BJo8fGAcw%@_lSFaRIc*Zj<LQ4>0
zwb-FCtiQ#mm)ML+apDivUxIJ`s>es1cji8+1JcaIYo~WT^4BVT-uvqn{~B{dnHQzU
zwo*nF(NGDT$Y?Asr8N#du*tGHlZB9Vu>Ej^1VUw1To6h%wXlvE!M?sp+Lnjnzwg6m
zybx*xjvW$rGMl&9WVf!H-25ueeQx`_tMvEtAta0l3HrMTe_^R$prYd9KH|#f|M-DN
zVvnKen!wr`Y*0`<#l*WPdsD^iXgW9cL@|FOvQHpE+xYwPZ0I^zN%h8E=3LCAjE`YK
z7fBNO?p49ukV6|{cAQ6-eq={;*oyWbID1LD1;^S#BNt8@2o=4kI+OmfADoSgCA*-&
zry9B%-D~(3^Ki$En6xPHwTr0qZbj4l0`^Sk7y|46hafC16Ti9~nc8@<@>&iKI_m2A
zCaB);_x9b{cVQ2cj1>IUZu{g$G>+WrNPQy_zR>zB<^2!!{s14p?Z|vLK*E5@Vr9p6
zEZR__)EO}?(qi_oARs?=^?aiM03(DvH6`$_leRhkFVOLLb}%U$3(!;!2Gs(9V4|rk
z^^XA_tVxLMb#SAf_dCnQ6V98@gX>qa89Q&|5sOQVaWgj^U?CbJvd$`*1641;5ipKB
zvut!A{?&JZ0hbi1e!s}c1pkL;C$a@UU*o<2yIp?$V*X0Ap1s76KweX`p3lsLPAk3i
zfvjeN)a&HoPNkO`7UIK8J~`k~*GtrwPa9@~{<!P2%XjZC-(6l@UJwQxp3EGqG%oDJ
z7L$NIwlU$g{~7oq@ORikTTKMXBqrMAm#1E*LYBKh<@^o<L8G(L1+D|(IK%z}yR?rZ
zYz;}`ETeYlUxayL$yab*=@!?uN019~pLvT}Wq9V>v3e=Y&l>z8WS|9UVn%eAKN_{1
z!eY?!BkP>LQAV#N1Pz}@P!<e$)zS(&;$#a31h-wu8cSXG+_*<bXi^q|%ksm1HN8g7
z1Vd|#ab9PTvY`)$MEay8ARvGkglJ6xs82sgwdbi<fb?#ac<J7;CT&~)mWCTT;{}_D
zn1Y6*g2bM|)UOD;G#nI*nq<J2{gr7Nk$Ll-k`I2B4O)(^KK(dR!85G#L@8{VdhflJ
z{wgdsvK67w{w92gSb>Emu02HQWgC~KE0+XMIxCRQ&Z;88sz6Q=K|>Qk9yZ!RucRb&
zPeepgnw8ryI~GHB>&|<X=r2efapIux4_v>W#;$Pm)Tx3f?kV}+dlZpQd=bQ|n%_CZ
zQ!es`nFz`u0c^fv0%6%?plvu(fgnIBI`s1qFYi6jvIrzTUP(!0oWDv*neStjD@{{&
z_7UB_90lMeJBGBfn5vLIrkX-1nB$?(frLDInkB$DQU~Gyb&y}bT{>2H%#rtBwMSS&
zqqY=CuOJp`4)LTN7zF$PM?`U-A@q;!1H#!kFQGtem!FE9bQvZ&mpIvn)*v0K8yjw8
zjNC&hYm(ev0vlcs?6&d33T+n^Ni)(?e)Y9yK!DALaEza+^>g=%FA`Lneu3SusT2iJ
zDOn|arbU!7enUZiJUzmRYbkw{*(YuKFT)*R%KAkw3><p@Iy{ive$dEV)KIVe6A%ZE
zhsY;;%8kjoJ_T|qF9Ah*GQH-3Da4QfvY!&avJNJJO#ufyLBMB9?tCmcxfj(Erh!&&
zPY9+d-2Ow6SY822HeaP8UhtXiCGWZx1sp0w2KdAzpyA}-==tDbin)YAqlm*)dv6`U
z229H=aSN3((mKvUtn;%_`~KbpAEqjmH_A-TO0rZaD@I=+;-Rk3I!pCe1ILcXTF7{N
z-H2?Ed}Z%Qu~pGT;ju4ytncu$DDcYRe&~2fsH-!{f8n<MAvE~17C$TW<=)Mj)J+HT
zFUUD<!2iufFI?K#kcMRnkw8m6ZI4XpK*ZyQ@nz?baI`0W5qoFjZ)@K_gJ*V*X&FZt
zwCirrMht0g(h7+>KH;WgU}4CRqTNUq+ESkrLXEpWU15x0esS0`dhaM>_T<BSK24YE
zo7T5pmv?W=SenaIA5mK^*hSw|IwS?3{Mlo<&_DaJJe9R(OZ59_+)I{nz{9f<(>TA!
zZ}a!Zz7S;QAmRE_>Q4wAB0I{a0xT8eio@YGSq5Ydu|*i8?@XDac#Y-;|G$b|lu<uh
z-@h2bmrefs>(JEYF}NUsH%~*u`QV;e=pZa=Kn?HuC#k#xVR`rMIb^;Yp#sN$7TZm_
zYR9o3<zrDq@qix!-%5yIq}5-e)!d>r+^1ayW<Mt~G#z9goq$0xr)d%n49QYbUxmrf
z-Gm6XL&P(EY026Z>n_2+k2m*mW;S=*#JmIXd<$oMQ9ECEpWs-ufT(zui}5c`l(W%{
z6u{L6>iqPw-XKEDB_B0K)_V>N2vTfJwFm^fV*2aryW3#Xd;~V;mop{EOhv2W4=Dtp
zd+xV=+rIr=Hk~Oizou<Gd0u;9Gv-sV$Cpeol_lssapw2+>>Vk7_~h=h?#e4z_Tu~S
zmG<as@&)EH)a*4ZTz6{7qH5vMIpbi4U_dUTdmEzF;T#M)2ZQfMP*Dc)GVu<t{=1mk
z{SpeYcURQ6_xDT`LFk%L1hy1?ud&X~agH}Y=$J?u>k4ZcNxU{5(T!i|H?Mj0ICXSO
zN54WsqAi})CG-my)3*;#ncE@1s_0+n*juPszmTm2+@HB^+kk^$`;OU7Q)n$0W2WYd
zfvwe~k44`BNp<mm$t7}>xFxm=aAfZijB5%(Hd)<HeF%9s>_B?7^Ry?8duzseONwDy
zN@uz;y2&C)_?`<>=qHg`YOA@_s;lV2Wzv>acmK9}=813i>qmUQ%oW%D?5+&mw%@Qj
zJ<gKMOnRJ}_BcIGx?5%2g3Hs2yQ<)K?U!F-BjyjsY*DxL?!xYUiu(LZAv}*$A>Nhn
zUb;HX#!C*L;g}|-TZm{5rSRL_U6HSD-K(<v2-`gVr=|F`=<x%i3{{n8*LXmtxU)wH
zim~XnxkGsZ4dM|HNup0tjvz!JFGEVploFEe_ghnp%-s<2K6#ja=T<7oZKx?5QZ{>u
zktanCQz;+Jv<PdL_s9l;Xvu&m7Bj^dLWKAYDlrca)cHdp&#M;qa6wNmFyUP96dqFm
z$*mWJzxQEEV<JzmfxWP9H9WE(1d@Ahmd%B#fsz#lw&K_k0`+89uvpUzl9FI$Aa+zo
zbzvK}*^L-0xaT$+cbUQ~PkLJy`GxOfRP=qy)vd7dbi2~-a-DUN3J(KupS@~Nd|)4}
zmy~#oDEP4kGz42=CN~{k=BJ|dh`ltOUKc<>S-V=_(>^rD-2u=@fw1*XPrR#&UdRp6
z;1;aZ6o9lSaM}menbH}Rkp&@veTS2H-kSWtw)X}V_T*`sBHab}(J($R6{b&L3uJ=m
zyO|RChw~FNyR+9vbA&~u)nNf6!JZCDIw&;Iqf|~RG{)=Yf-CKR0V=JH=A=L_i@4iQ
zJ)oEw&I8J5Mm{*Hs@I20Mj*Dj%iCti&#SXRY~l?%_q6Sel%;<WHGOBs@GpZ9YanO^
z=i035Q==Hb+zWGzjbnK9rv-3OYW)tO2<I%ilCa{hLbeu?AwhAPXQ5vx))iXAP;ziG
zvvWv9Drax1kM`b6?YZ0rTymnXJoq9AvIeoC7P?2=`v?jM9@`!^m@^o?$AQ0JG^hq+
zQF;G#;vDn!0vZ(waY0N0<?}%Jy2aF{sMDF=lWQlIn<&T?97vm~r6b#!Gw!qhbm>`3
zOV-J+0x$J4#}5G{=(H>O$Zb|=_)`VA+G`Dx&X=~eL+%@<#9@_-pmTjVKF|Qp-KjzR
zQdFRjDI|!Ox@%=N)~O%zqE|B6Cuo&O`l+L|nyt_073T0c#KUg;=<w;v;9g#1U=KW;
zn#=BqGqrL?`>2`lR@QPg79<b9iXS&hp4R?6osu=20$ykT$thSO^Q2l7GtvH~&5k8<
zen5GzTXpY`>Q3*AgPy_N2Y;A(<QYKlP6frbH`+(61&%p2?%y)~bAvomb-mQ40&j<U
z>+v?`>CBH79qd#&FrUigAJbfbV>TJGTK<HP?MHC2xR38JcQihoc@|Xyds2&%wRiTN
z{QEDl4I4Ibk*beRRX$Ig_?OvsWoNN7c~=JUkNW1V?JnXsH{RpT@j=H5{*ln}<U9a`
z@<nfNUe;G$Z$$5B%}5a<uu~&vD7sh(LQFn2z|kH@p1<Xrwr3EzrvC2cRl+viw|_)A
zhmTBL8%viAwfha9ubBqe-RB&9+CS9E^`WEZ6w_XWg(SWM)B9Y=>!S8$2h;u8RKTI#
z?F=9_b|G%g4z@uR5z!8*KDz$CKp}XhYzo`FYXB*YqvhU-*<Q#oc;OxXW+ViB+9o&A
zeR!6<iHl!7`uJuuPh3aCwdl*LpWbDDZ_$H<-S67F4%*|B--}!T`*N8?ZIOen{q|Dk
zLaEd1Zw{~R7U!2vbQN<&Q+9)t>vObSHbsD)hFwCfc14=|k@g3I&<+yz$x^s?AteY-
zOsvsK@-N;^@WrKW8-hpiiO8~nBvTN3i-Yz8z_#2KX_=q=cjh|dyD|q;Jtx$^p!(O&
zVYw>|z^BQ~mwCCNCh6&yw?aF%I6XmbfJrDE>F42jq+YPmA}Im56228gu6SPnTf;W>
zby8WG<$n-PlZ-%$@Nxu-gt#@#V-Z%Pi^Sf>cH~Pi1stus-+~RO`=dRV4eAbi%3ZRh
zmZuIUBZ&i;2rdulS36iEC=q`=(aSt&_%Gu+wSsI=?n;OqeK4TVETbcPM$(x^=j76G
ziP;!v@gB;ZEejW`rv7AhLBjW6s6_%Wu|Gs=mJ56{q|+^?=yM@|ARrR|P-o*)lC@XG
zW>^)m8R(ldUoveKLSpFC^3Lt;HMdratb=BMAvvmXd%4Syg#ZK|xeD_G0jNsx)02Oc
zhsO&CbkN1U0}NHswV>(#%)o!G#16ItA&%R;E}4w<n!fZFy}aD%2DB{iw-_5RQus|*
zY=ARb7-VSrBkk{A!v*r)2P?OS_l9yVit`4X?)d+hTRs`wh7G~w1k(`fCV@*n&aPP>
zcf4I6JfAvh*#G|1``UfdJz)4}QteqQWHVC=3t%gpZ-8}5D?hYUldLhgH7S$^TqiA%
z@8xGywOhB+KH$M>Z$8=Z!NzFVhw_a2^=8#MB74M_RbHVEi@JRbp`W*oU3E)5E8&;{
zr$^rpZXQg?Gugb~T&CtfFMUIdMHMunnHndBLAWI`4yXp<FuJ7VJfdW;c%p%8e84?F
zZ+vzj*WHLaE-hY@mF{;S4h(3n&E;ug+G(CCvPOTDW@Yo?5!p5s+FCRlX+y1|FgzH@
zGw|K7#CJKsce%mf7?gZZ&eCcbndWOQF209+eChPJ)wqL#!^<9!!J&_0;-{394Y|6O
zU^TSiJWS<;92}1#;uSdZj={<z{E~@mbk9D8!AWA|gY}rcbOHhKOaCA*U1>sFA+Fp1
ztt#Ny#be0JM`MLd1?bir2z@q<l*Mm|03K>}4xt^wL&-VXgJ4SGl8$kZ3;j-#vW&77
z@E2}ioDRY+vVlWg-^fk9V6V9V@b5^sET13;SoR^|6bi&u!}F*{oOX&x*-leB)h8zQ
zwVL8ZPDJ9zLn1yurEl-QyxbYFE&U5l_AFPF75efp>|+A|pyEs9aYe$VN-Ko971H(4
zpS;LFZ~!pYPbdTNCVNCIhbTP*RUdGXf8p+Wg|GLnY`|$?pfK5}fW{J0B4j!BCHWUm
zD!`}#U_yL9H)1eHL@t1hnga-y#mF%Msbx#xN9{oC66Vdy(b1Ipk`PMv1fLy0@cs5P
z_-na8ytkF)x~<|K-_b(0l2IK(e%9f0@)Kvem-MF$>C%4KM8087sZq;YORWli8dZqm
z-_ia4OY5)Rd$X6$lJ`Wj7*hmK`X_f(YQ+^uLY?zpM*`DO(enze^UVm~4;8-UvDd@7
zzFatag`2%0=EA@_plCtDX|!f39=24s_)P=N+oNp!w?n*`hB&Gl^A@k^3+kP46AD7&
zrP%SNzadr{ID!|#eK>p_+Et+EW`M;YfOU~XZ_<53n4q<<_!YhxM_5w2PiweX_I7xp
z+IkQBd}Ef}_4%agp1V;~UX5Ul^K@49?I~TvsLu~p1la4wE)uesbor?ETwQZ{1MZf7
zASWB3eOT77*!0J(dZ*O8T6ma7!GsynH?uzy>AxxYc{cN3#zLP#H1S3pC5!Xq)&0Lu
z&s}Q^W^g6t8~cCXx-9-aow)$}Au_ziPsfj<=Pn;YH=2$EY8J8^J*FJ4@8Fj9Bd;*J
z;$QZB322Iberc;5K#K*qGLee>T246rD0pMIQ8r29c?wBJu9}>9Xd|0K(T8Sr*pNKX
za^V6SuI)VG1{FLlJil4}8%sHhA6g{;@6qKd-99CN2O`WPWM~-Q0k>`R?>0w>FTUf&
zC8mQ01gwH+$)2TG0~jW_wI%V@yS?*Min1Tw9m@wbw|$yeoBW-;9!Qt9{91l3HW%=!
z<p+A|IFosD=LLQh*Cy)U(Tu;_m@$>oI0$un_&ZOJtMu8n_wy)kmtkOfF?GcKt;8km
z?>wbkm5jLBhso-2T8IH3XH6nvQJ4PwGgb6W)1LT!<Ip#3dyR-^_(E4#%}}E!tY4OZ
zRTM!prc-;Ur0r2<8rl`FHhp@}%f*{;;rGn%!AUQC06qjm6G{q;rl5|FCVLUcK}NwV
zlNy`GWTI9uA^doa<Z`|DxQ1EH1a(7}CH2dR$)ylhvP7k={V$2(e08H*xYD5FG4tpq
zgMI`FJu&~Zg1T7#*W?jRl`XATr2Xwm4whEcs~c5}8(xSG074J$=a00W&aHPEpDnlF
z*B?9o)9cH9nJO1?1*`fWM`z*I<oiZ(dZXMxT3`c_P60(~bV*7h5(0wKC@qZc7U@Ph
z1O%iTk?s&sLXhqnFt*?O{aqJ-z}U6-eV+S1=X_3&XzXf-!Lba_@=P={ec#t~Hs`b=
zXA^5@V{7M^n+e}5?QS)`os)mss5NWK|5wemYw&2crr!0lp-+Ct@dw90#P{qYM<q=L
z#a`q*dzm5qD(i`HvbdQFj4uzeHA(co%<mc3?_YyV#;R5H#2Rl;41BT@846X|c-9N8
zU3HQcI9=6~1=(LfnYbb%*9Q^^0$}S_A(6oI{1+sypQB{>rG)G8)aUdaZly4G3Ej+3
zHn|@IH-m9=ca3mZz<7!Fyg!9$Xy~FzVigs`3Rt@!i$QWWPC3cIi*RsL$W?KbzK7LK
z&VqnQPX>-By9#PWg2RdrEs9?f67WQY{5^&wvMCX8@nj`aD5;Ugs)bU}d0=IViF9Ac
zan2;rZ6g;(5l~d1QhY&?(&Us1XX$0&z8X<_j%wh<W3CzA<X7MjKLRE77fueRnpka(
z5?7!UXZ<wXdIlSiWCWpxzEy3Dv6eN663b+_DdIkznhB+ES?9F^-a>+WtFUq-zFBWa
z(d%q?!r$bIml)t}h!+A2Be3c1In~kW7h46X&ekVOJ+v7gTKM+jlF<Pt5UM{Gm4Fmu
ztu{%hqupdI0YI<YKp4oS!Ptjz-7c`n?!LJoDXt{YPx@a8!8!WOtFQObGS+35Jv0yi
z=+$$lF6r@zeP5dSzND8xE%qtx{UmSuuaF>ib71_MMu@OrU6_=t(om`7%g=pO@QuKz
z<0xaG@ZGSoXKyqq)A97P<}8yZR?yD0|DoVv*9K_~R6fPGF!pL76Q<taIOZYu<c-8!
z$&%qfW=c4(Aa?zAIKyASpbgEfiO6HY4e3f^z6O;Bq#5D|mVPsQ1fcy|UFA$esQ`Tg
zdIyXR&thOSGw#Zw7ta^N{)!)}N@0_8kU!vJ_Ed}E!D$MqUE#ouC*rG#<qyy*2(Z#c
zgd<Dz1H*t%FHg&jT-X+Jx=eq1+l>$j0xaMKoxltP$E%&QRiuWt|C5N2NlR&^2yB`x
z>zpfVT?|yRFm-yUWC84=*FO~Qe^GQBVKWKwAZ0oN$8>4Wx0=8=L~))Kf3c9<4;Exs
z)VI@&!iiN547S$n$w_sM<9?T_=MIPE&9Ad<-vco3=U?KGFNP673+VVHP`;*M8jHsN
z{;{pvIz(5@=<|ws;?m2E=~r35^^<3f6Mp5S{z=K48!Gs|F_Dp8U+lpBB{A{!up0YR
z+UJ;0Q^}vFM)DfpOfSBFAz}RXw>Q0CXiWEdR^n7!WK_>vk3m!SYdMY0*N(HbExVt{
zMYmAosS0TO7n6LU`;BU@%4JQ32`ee8hJEWciQA1TAC%e5J`FwnoH5_<!!u?M;=l(J
zX>40rIIXU_*7$ZI+P+gecdSws+*T&sZeQm&HFIgBJpSEJ9&s-g^H}`k>Cd02m9QWF
z^mLeJ&(*K(_{hD3aC8GHSOK&K>-a8uXJLOcIS0OOt|dPGG<sP$dy_qRZd-N8Q?y&A
zhw0G6Xmh^$7dbY6LR;QEZIhMXHZ?Y~{3H2;pF^GGV<kF<S%6HzE(qpTXg<PFI%DOu
za@+jOD*bXoLV=C~D42CYQN}!kcDgqcoUACA;C&pjs>5J5;wMeWtc_U}koGcy(afnw
z?Z?E@tE=V={S?a>7S}iZP+ND(5dO{75E(w)I=uPygy70M$UWy6*SslEQ?UjY){|~;
z+AU=_wMu$O9BTjiq{Xx&-@x&mXr|9Wm~3mYZZ|l_rf8!@-OISAlT(Rcy)6&Jivj@~
z2a<wAMifZ4SCL{37Q&CUAi(CetW+-T3wF*eozH16`C7e#X<qm}eu~=Z0dEjzF*Ds!
zaYdYr$HgN3Kc4PHzEy|+>mb;5d9zj_tlTM0Y8-+lexf;!^nU#>x@fROc|bZ7hO3PG
zln{d(-$nN!t_#H=*jsjjkgvcWX#^&S=;=!ey3|QDsqZyDv;WCm^Puy140dy7;b|T_
z4uZFPBf49FhA3z3>ON}i+b_)cn_KB@#ZicsAiz3WG{YQsD@c&2cfi+AA=xl>Pk+H_
zViLf?829QHX0b{b0~G8KWFUoRF^kqqg(oy3*w+(2-&a0%KJWZf;AKJM^ltK)R1brL
zFQ9F4s@Tsif>7Z;iss2@eiv%)@!8O$ywR>PNYp6p*NBRaj@904R+8R(B~0h>kmK0X
z6Oz-@g`?VWTUb2~3YE8#gNH@~`9u;h3<+DlT;1AvfO8VYMd$BtN16Wrp<>)563`>|
zPv<AbI^#{Zn&xcHttqgC{K5Y6N<5t}|8^Lm$G2e1hr-L=RP#>V$}@n)IpDF(z)IxT
zy0y~#%Y=WhM7cKyx3E?E@38vAf!(vl@AVlDt;e0I$N*77UYN&fxGmqD1s*P~%jnMl
z!vG{O<^UH&u9@Et@dEF9+xam0Z(@5^)KfZAiu_s^E@d^gN_sFQyR`zbpUfAFrJd8S
z>;0mU3;Rqj_vo9KgxyL&;67mK&=q_6r=s!lOnk{T{Sd76WNgiy){x<w8)~qAYQgJ`
z9+ea?uMhzV^F5_d#uzdQDhhu=UbKvh*XmkCS8zfpK1enEULr*Po)VKdmAhC36{8#p
zaWn~WJPCO`S!@JZYz#Oy3fxP;%18mW3zPv6l8b9FPGUf5*bi(3nGysZ2lpaYPs6wA
zx*%n>CvU}M;HB230eP!jblMmwF%)n8A1n{AXA+I`pmhxxSqcht3k#+#8VO@679Jq-
zPC=Az_cVI}I%+7L)!G|o4-rJuhmf-tVAcYr)&W^~)<0ZF>-+f$bwF=pK^hfhxnBhP
z){mzD-~MBGG^2QM&tz(VjKm<Z-9N$^>4_wsok0g5HTQQUAdOa+AyBEGiedvK=7X$9
zSVB72>o<}4$AO>uhHZw<(xN1bDe?A!<{QRRzlqgFke@1Z;D6&m3PfW+=}oC0&`S(P
zKpP<YX3`~EUG&g7vdDK~{R&G!2ZsV9D&J{24t88h`plD(@ITZMl?OUt!0f++KU|f|
zd6^tR=28J-C<i?#4{u^D4F~`R2P!MMm>XDJ=@(Lle#t%!S)9PMq~RY$NffnSP&9u0
zyz#hW+1ncZr)lN8<e$kG)jBfx4BjX2if2dJ>yVfvuR9feG%CwU+WWT|cK^k+apF!=
z*T<^v58vjzDj2xo=S_HWz7ksRpT6`H&~OznZln=thw+#df)ABMmx;f=BHrW$>Hiit
z_1?4SufpFP4phL(|H{5A{b5-FxR=&&Pa!s(z;;oAM$WiqW6SHkQ03ocrR#yaUNfE#
zo#WTl?lN0bh}!MzuiLQwtL1L$2x`Zzo$Bc3ap|*X^LN0r(<qJEe{~Zxj<LT1%?I5M
zKMq5hT+2u%NCCchx^~_`6o54{K(B7R<i|g*(;7PC#~uMrDXW8;Q58vi#A<HI&-)#6
z%Xhux*q%L3LO}koSwTPV@TR>x<wtGiTn$TY4Tx`zi?=pl*S<Jky5{a%Nyj__{{;Eg
zfzdV3vB6r4oG8$W;T}>&(DzXQQqZe^uWeoAk1O|)QK)Ckh=j?y2E{KR$9)Q6E=30(
zP~hD`s7tW`pip)dM&g2%uinaM91m8H$0w7-1|37VnEfM}J6xGNgqWqNAh4uDZ1*!P
z>(2qwW8m@v{Ja5uh>!~`d9T+y3LX5l1Q0W=AbsHyE2LVLTZg+a#^>#q)RtT17$;2k
zMN~>JPScpH`K&wNqrXX5CSZk{(@WUcHviA?#$|~=DDuIW!xe{%?WGS5<9NUDA55@a
zU#Ax~n5n)gXQ)bxzY$tZo7dQxwRzA02{QY48n#M$>xC*1L*q*mW!;B)EOot4&(Bz(
zo(}=fZz7}rZg_vcPQu`(h1_LQyrPJU-MR*ep?;gWd$zNZU~oHwCs&-27F}z>fh@pi
z0FzcB5vO9JB+y8G`{idFYC%n0KdpBrwR`2;eok16C9ZSK_yeE`!2GG{D03<29v}Dq
zPn(9v^cv|qjUQV0Vx2S!ji*>XJSX~{luoh<ncI(HrztFgmlRruBelhDVabLX<$E+2
z8qq$#3e0LtkBnvnZ_xZGP$4=;)<=t@qk{U+G|60jkb9Mdyue30DB_8#8E6-0wVT_M
zNc!U_ub%^z^ESbi{<6OJL0!{LM$J0q*K-HIwa7(uQO0uNY^C>;_ti;4x;diyDbIA0
zgv_#}O_HTe)1DY5Eaoa7Sx$<l&pc6bd;cbhPij&je!jSm^FG%pL6k@!Ya~bX`p+IC
zup*R}kL_5VQoTbZ1<zka5ha_Rm_IV2XJb=JpU&_mg`ea3_)yRwEgS|$=h@l>BfBhj
z-QJ&jH-`m%l$Q<c$dfVD2BTy@ndez-s?q&IpU3!cw~JHUf+(K}NV0-ryTF!RUD0q;
zT-;3v@Yo$&Dye9D*a_<329{VT)Uv7qa5mKul@}fakrbLkWDkqNlU~THoI@$eL)8^g
zEEx<pjQ^EIQvU^Bpg%v@;vlTGU(^DZPM|SX0q#N=@{N%7Z6=bl?+#+4fW^;_17dE#
zLWx8OTM(85^Z@XS)=KjwX6E#btJ4UTCNXA6KGoMxsOB4cocvgQ^H&N<aaGi;Y4(!I
zr};GlT-;FzP<nqHocB?|NQk{W<k2lx7o=|2*!Uu=?Ixn~1`GwOQqM>O6dt@@ft)p1
z#uvj(8-;3-VgA3Y5z&I+UN*53&~<>D*?6Y~)Kr9|8(~_jRxPTQkH*dT&y(b2xUw@L
zV<1s4mLYL~!;;KXMWPKI7W`2_Zxeb9;j_c^Kh6UmLkuWlx|&{Z1b)OJbnWj8hJ3~I
z?`oc7YbNe}>~RJ8A(00sQuhqkx$eEO-ut0GQ26jweB1~5CtKo28uh%8m(`cMmZ<(6
z_8sC(RGP8Z2%FJkl03Af&Nu*#)Ej;^Ap-cavvFd&aL#Z<830>n5O5bE>%qa|2tQ61
zRn}`bqeJk%dl0wN#BtuHON4nFyc$FC8Ikogl0Qw6c9eBr9_rupCisw)vm1aRv=aK_
zEX7MW4z)7v-rAjpIu#Do{Id61u=QSW_7$6G`n6Io5xD)W^3o(grt+N5+5Lf&$4(?k
z1P{~VupnNq4z6plj{gw1loL&_l>#+XoF6#%_@L9L8C>)PU;<mU7gBtd<0=UWfq$*d
z4E*$T{w6?7?doOXNfp7*9HBW=qyaKn6Q|!%AYxksZP7tKSOpJ#Isg9Gkv%?J_s`az
zR5lHpw)GpuqMH+rWaXkfzp~P;hg3wmkz$<0N-7x-%TAOSbxnev@l9qV&ZK>w3W5`e
z$XQ=fTSI8J;!>z%45>8qQ%3YYj~RSswoDb6)yu9_CRwjDa*=0mCIqU?Uj|}8W#^50
zE!>}fe;%BtE)Qq;z321yr4r8vX_-HbA{}oV+usNxW*C^uFEZaTWp(5~?X-77H#Hx;
zwH<%z7ra6qhZcE^nV*a_R~kUl(_?MC&QtRfJIU{12PTeJK;g)pgWIxid*O|jM;RHN
z4Wj<G4YK|?c#{jL`>fDdL~mpNP5b0|)!4CZ!=-S;rBu;nqUkqoeRFEA@iR6KvE_$0
z`zLLbX%Ul38sC4EY;(B|f$P}Vf{>hFoUkm7&NAt#TD9S}f#J%B(h$y2c(GL%R|FUZ
z?OEJP3}257mS!6Z8SZ@+08^7{V?bZp%gMduOzuE6B_?mA$HWww&NWXZRXAK8goWMW
ztraWWWSE|WnO>*JT{OP9yBGEERo3^sr}ErL-V|x7C>U4)5>nt^iwe|h$=8;gDTVEd
zKrR+Ff-gHX{ZdN-Hqci!!c;a%V6}=AlOO2}paGjPWd);y32tCuEL`>uqVx>SsDR1;
zeQu)l_hoR^QJjar;IG>g-iXjOt$(gGVY!S<-a*uTC3!$yN!s=L%sy>N98MsL@;+D_
zYMyP3X3*4Px?V?}PZtpbasU@uXBTSi(=QB%GLdvPK<hg;98m5c8o@c^1%xdEJ(-Wd
zZXxwe76IO8glW)eI6Ws4b-3SWt{H!Ky|JAe_Yi%&S-^yV;tTxOuVz`iHK;z$A^h6|
zjUxrIU}j&0AIY;XvA~*c!|8!_YT))q&)swk?tO3x5&$ioT6}SJoM-_KP^Wg|lP<R9
zi5aOEdd@@TU6OFZz;9euU!PYTM)4SiP|s7u^BP+NGJ>_|W-<NreZ|ORZZ{*%<L-?+
ze=20Iw)5BEoE!`@vl(+v6Q+9wl!`zRG9EYFg3QgeU<k+&j@A*5fH_jYd>>|!6uKl}
zQGI|w_s(_VUEb`ihK_miowo|yU>BF{Y<@M1qsO;ljGmCM#@P51NGGnI%bn;=#UIqs
zI_&r==&y<kbM^T0@hPw+_|e)F=koe?WdgBKL7j7zGtESM>wE_3Vjh}fVqsv(*@21Y
zfNv3o@&0eKP(TQLZ={528s@IqxgvGpF}|@Ubsyq8aCjAyM-q{<Ch=RI=N10brQ7OX
z;{4kTT0<A4lKs}PdEdVbjr^o8n&4TdG-7*U;$=jM3eOAH=>|QNhlGVQgUNrxs2E&0
zC0B9SSdVdJ;VR+4R$Y>jikga&nvsE?k%oejnSzpnnUbEFlA2j93jDB;Cc*_EN=ynR
zuEGlPvAFs&3JE#^GF>X9RJXij3pJ2V_z>*%->G%Vh%Z0-p7FqO5UYTw2`0!13M8`3
zONjiU&~yXar-tfGh9L8lb*3i3F?_S+hcST*Kdg8e30Q}8{^D#xd{;s0>=Qr9Y#VRG
zISa6stw<b-Zn*qDrkfvjTu*8NQE=mAqxFvfCPup%LMotvJb)C~xV!ueXG?(SpHq3f
zQ*&o%V2?G()O<)}CSv_%(bf!(wn&9g(#U6I^5I`6<Q9fdZNUF4E|;SbI>S2-t`%7c
zd1FRJ3Al^pNkOA+b`^kHaDTMT;_9^gmOvE0XHiy%Z#A4k^*3j^Pe2doY9@9V7%uNZ
z$d2(zen1ESw&`mUV9R@r|IU9^W610Ni)wtt4B4p|KKVZ8rX1rVW&?41*7P6xLX{W^
z#FGk=m}a?INEwp7BTR%!lC^lO?>`<aRgh$(y0pYjm;eE|KYIElUrP;BpK|gLsx_*2
z>+tN7xm9cMZznvz*^F{c_c17bnM9`<8M8%L%wswoD?Y6ew`TC!zuEM=X~C<(`Rd2B
zp2EpjrBMwE*W%C!x-}_EXVHQ~52H~x@B@kn`POStWfhL;Z;p{*<S%@{q&zf#r*rtX
z@)|Hc3tsmCV*Ve8+qQ;puLO>7#lqV=qW1XjmQdlgl{MI*+?!qmdJSfwv0_<Z>d@tC
z0nJ_XzEQ*KG<E1Bb1SS&R;dW9$-@Eoe27>q)S<}_*=!VXwub*Cm~?r`JkSaE7x7m0
zQW%NaAxh%gRsiv9Oh2=yTk6-twg*d3%q(mvJ>wU!zIVzk^Vcumm_cKqP3SekE%P=x
zEPh6|?0%N5FaG&2!(Eq!Vg|G0UfY#)Lkq}Q1rYd3F{fAsu}a+G|KAW?lZ9EUG{46j
z*e$s^+=mGSRDWpzMr3jh{Bjg%KGyy7dmN9l9-%lBs6o=5Y8+e@UENOHw!KX-6X5<b
z5WRSycyL<a;ZyX%tEk@h(Rc4h4PMRTK(}f4#^(TZ@Rb<`_X^=9g9Y4hpI_d|Q(Qu>
znZtpKNJb3Hv=uVL7U#Dxynh-o*((4n6wRYbAcND=Sk{pxiJ2t{f<IOp(d(K(sA82B
z8pjV-77d}jg#5wv<!kL-zvYjv@ojtfr=t?GccCe_YSgiE=V6w9f4>c1z-w&otDX66
z*p=A<L)%FEaPNxG!>=y5w{dd5gO6b7iIEk)!0`g9Ydqj(8S&c$j%m0HetCxP^JrSg
zAJ2K=rGVhufYh*kJ}9t6t^s_Y3vsYzrvXidW9A>X-VfYdMCBH8AJ0Ep(_P|6XKJV0
zGQScyf=MzN1|HdqJ+bKQW`3{9>X8Ork8T-;-tHX>nlMoP_sNghl@KuOT?Yu5jtFl+
zFfdr6263uwalRHTc=U;0o~w}kES=2pt?K>o-=kG98j>F&L9Sw(Psrw7h`4!to<~WL
zo-P`V{M)bmQF;Dj<bzlPh2@teI{E+@!~437_upOum3^>dbaY*<&t-kyWyBXtoiRii
zW%jI^00UKO?2tYCEcvI?V%27c7u9K0p75F*tAy&^N1pBl`c<pdN;m{~`ZC+0nM5ZK
zIlTpk&A$KCsoXvnjV2rOwo7)PQ@CnC>)Z6!)&FaW@QXC}k9+A>SM5^v1ewq7nbVtL
zwKbwARKi`yF--s0#@MRJ_+e3c@1yi!Mf$tY3BlaC^ykjO7;mqK9tKg*q*Rro4U77?
zldLvXYp43?ROMpm9vLJ<c{F2aIXKi_Bo&F2lO4+gek!0cH{H0rQvDcWvJV67ToxF@
zpCHG3@|pN0zf5SL;1qrV!_?H0;qm!@oA#%tv(49T?9a0XS4)cKb>7ZKs+MALZ$So}
zF~E>O04n67lYs{T_8_&CVW5ezx7Ur;f<%c;z1!tFJc18!xM{+FuEOjDwqYv3tGDFY
z3H~GM4g5rPi9j5z1qXELPX5D-xc3;vHa|@0G@?fL?JQ8&u+1fyLUjXVc2r8AYm{nf
ztQK>e3V#ZTp(4JI#((uWx0-KgCiO9}rXj=RKQ4(Rr-n8kh<aa=fSptkogV_s)yO*O
z6nh2sHz8oePch{U#tj%4j|Es%M);u!eO0@kRhLT@RUxca^8t$u_>GyVW0IMD;w$?^
z`RW2VDejheeFT437pbi}9RfN^6kC_M3giVQ&_IE5$)!`tp;PK1^Vo0A0O+p7!31F-
z6+r+f`OU|uC)TSlCsDblL3G^k>U2Ue^d1dvM1;M;n*MfZ4GA%}#^DO$BZ=*a_-77a
zTuO@d>HLKp+7W*gk`a<QN8W7#r^hN!W4ZuVg0g3ahU*l&v=aqC!*w(fqZAC?TX2s8
zaAX-xxJ<&y(rEH43I9ug^i5({dms(kUvN;Cvbvq6_F~0b%=2fO45*Tr09c5vh9FPh
zD8i^u5Jqqd;yQ&)e3;~I4ZZ3*c+&r_b=NGMC`ABvzWvlU7IHfRxvheL9O8*GnD2=+
z1KJHq7`eX8x$)7ZaiGldp{T$WowLUSrw`5CaQ=q3{PpGIfQ6C0pGyP}-%y5*kklvV
zlZ==N+~NmF7XHqH=0^+_6E~^b7%R{<ci`%NN9@?k#dK632yv$oEBK}aW`~9#Wi}yg
zR@{e41(;GYOyS>={c}jsNF1w@z4U@0^tFiYn>rRLom`r)MFaU0%l9kt<z9<$apKh0
z&lpMZjiqH+sDcP(9S1cXZEZem3Ez;smysn){TH7?6Z4ryJ(*@qFNL>;CvM&#cWus`
z>hx<==+iGAgs#f`ofX>EWqJ^i#c=UEd!p$~_TeR(rI&A(9<Y=4K*axsnS9Te`=z&M
zKA*Yr<f;F{@};rzm0>&n3K^N-Q^}jZ+o*A?zeuJ`l+DL=#19V4``7D8Eltck0a-uY
zbx|j_q`LZOX|coc-A!Zd$xAr&$r8i^J8?c=%npYlj4KftBM7<}<W#0~s6TPlN$p}y
z@#E!0d#9+4)aC-=tgxcTmkzRnbi&T?;7P^j_NwZ&Kl=7msceiwP%eVlu6%Lqov1X%
z!FfeZD_2cmg*yUR--_$q61uGF;sz>+VFF$5WyMQx-tRggue^}xx<KTSkT^!h(W~Wa
z78Q@#+GLLmw;P%G6t?&@<Xg(K`D?I)&W<~juJR4AiDSpLe^8NsPzug+LTS=d41WyY
z{xK;1lgx!9*A)sIrjGwSG%u1df6+1@do!;dHt^;yOvl&!tJ&;NXRb%{8$CQPFpq>F
z^}X~?2W38EJ2x5A<f1ixapvJl7Ajsp5v2-GMU!mW_Zw9M|Cx*IJzWCq^M4raygk4C
zy^G9=FTTzHzGlU$941W!#(f1<R?g*(L;5(JzK7o9=thkAxiZ|3m?q7GcMt%}S&pq7
z=FA&1exlTYO^6JabWZ3?psM2dSI_En|C&HNpim@!)r#|f|88GEfv_*M3?{I6*E^m{
z;g1^B#|WO->R|*=FKXAmrVw>XiUW5)FoJPMURdCbug+O7SzjQmSOSr?i*l*MPettS
z!hkmk@YdV<{k9b;(<{Kf_$NTUQFaL*uuukSndiRqm7HvOw%8`^(E8NE_&~VI{oT>i
z;dzZ9kR}#~K+fz!do0X>vwYrqUt+yHGbn19yr|?|v@OpW5h?wsdP_!5S1d=WLg*VJ
zrU=M!^!XY2<>kHe)6<J{yt~yk{1z6RyMG(7ZCWT8iZ?4OvlLwNJvZDCr*C=*)+psC
zqmY-6-%5mK5BrnWDSSD6M8dH=_QBO)zF=#t!C3--p{1_b(fG`;0I!qvtyfv*O*=aH
z@92fyQT{b8fAGP(l=rtw*0<?S%YL^dIj&WXxo(sU^WU7E{awu4JQ#^Q2m|AU#7d77
zFXJWWu^-L^{PlB>AJl@jMlt>v%i+M5Y>_4=j;3qN+|(@?#xmSv;TQO11sFUCVlTQ*
zL2)=CIL(27Qc0Yt5k|EP1ZM(y*g()7#0wL8;iq}aA&8X|Jq>L|Zp&fTvU3KX`fxB`
z#8q9ztdamNQBIz$SeM>8Z`Bnq6DP4DL(O@T+vmRw-gJbd7*OXXD;HabgmZ)w^b;|$
z5yB$Ko<W%@=_nap#QLx@rARoN0}@^@qrlAO#(Ao(ZLRHMt!<~^V&vr_#>Okg%1igd
zA*n}xFfjt~iA5AEC@3pa5(H7w;<5~cep-L1qKO4c0T_TRJ4-rQufS_Nq1sY(_YN>*
zSTGVX2g+)K;}@0Sl)Z&XJ*o;xy$1xW&w}uN5wQSgsZ>%DgQ8|M>%-jD4U#l@_}Qup
z#h7D>t;_=gf4HuPPh>U*mtX56F<QUiu_=b-ar6dr4<b)jWEbx#La-KSbC3z4))<Oq
z-|E*s#YOb>Q~hW?#%FL}OY;a6huQI8YiDa#sFuvWnb>>0eL-JFhY-tzWudxtZULy%
zb3!ibGE!p(6^iFCvnqJT`cb&C?F&(`Art$dC3~KU1)xvB2M2Nd?5+oJ8p*GVgZvl%
z0ZT3*abu~~%Z38^Hhp>=j)YSYWDR+JdT|)?#Zuige!y&o%&p?~!GfQ=etW}bKljgf
z?)npe3M7Bm6hVryG+@aw9HwzsW7Pz^Dm=>78Dif|5{mRPV%y(3Yhh?wg)vm@sp~hi
zM49LtXBT8~R8Xn@a^q6wDHDF~#YbrwuP4r{qp2!F`uewP;#%c|SEOwSNyLMOADOc^
zFR8`#aCJ)Cdta;o{)4ii+rcPMWZi{WX~1eBNd#~pmYUtGHjy@M{#f(+TIO2K;@80)
z5Sc{hLRLWl0tAJdn}PtQd_XaH_|I~X%;0?<c5VI`;$rVxm3=q2<!r12C;?4Xe_Fn7
z9JU`A{qqleG{e_=Lnv@$T6$-N=@-80s;H!B{k@71!}c^sI3uGbzlG7<cn&*%>}p$e
zy$GW1g;=KsuWZ7y6rmpDH3vOTzQFgpGKuJta=qR4b-aJI`^;(d4q>^@<$>6Gwv@(-
z<Gw)uh04FRYn)2*GyYwI4~-<M9o_rw5WiZ-?RA*pg3C>K<~^*7l`<9xfS{h;!i=_D
zvG|<eR^%}uHo*_?0wKACus%G5ee6QO(KWM(FCV;%_KzXNv1Y^uUkRd9dl6m(d+mQ4
z{<!XD-$Bd(a>Bbwbo2oxzwhDC9iUep`SV09;eaA-hZtjtSc4@=-mOdBy_WJTl=2%~
zg|&TTZENf8MxeaHQ9htsAJ7`(<ylbE6{1NVjE7i#5dpkFtg=1FHw~}m^^bXks|jCw
zqGcQqS94}+R87bo!-Ym9-z`tzVRW0s_bad4&r1~%W3<UR4YhtY%N<`Wetx|#iQ^An
zmjpRWt{}R4UH3zN`<P=xZ($Rp(hA2*O<9oXW=mw-SakQWF<@jY_mk<)hA<zqetTfz
z;&AKTU2j8Wt`%{HcPX5m`@6CBqUVw|LaNi;Y!{52B$W{CB^~Q@F^jPaJU+j=lp*M8
z{&XNggLEIb!h<qZ22Z5-S;m`_UR++D1d@QA&5=g|IJsRoEAqG<vbY_Vfw*6SZ$I?}
z(NAtnC0jEKztlCDGSdA$`uAS6qSfok5F?SHE%Mp9b3^^h<j)^ysOvYk8gT+GdU|AO
zq-{jD1T$Q45F)j8mMF!SmQKp5xTx^J-MYz^axQ6GO+8P&A5!^LS(7UK+cv3Wr#wpi
zqJ`)d9sg-~t4#vm18W|l9mn>KIL(jBJZ*&(mG4jhq=+y?v&j<boWT}9QU}x?SXn@5
z=p7Iu!%sA(Ktv~g*)IB{FH`2tQ(gE;%g0=YHRosrW@*OeH%4bS#@yUWDvWjavm&|w
zc|Cex$?97#>H9^}w=_n`C}Y+z>z8iYWP0wOIJF(!%(M^BX=W30zT|V1+7YY03zB?f
zmcl5Y5tYi$p_1@XB}wkT6t4IW$j(kVSqN+<oy^@JB`mRMaLg?e*^Pq+JpMQcK@oM8
zMs`qAp-pXlb92VBWJJd2l99pBHd_&o>%7kE7pWK|0QD+a5>9TpHZn2c5F|s;N)cfJ
z3Ivn7>dT0M3C<B43JGbz^DBuLoXntB5T3+RuT8=Si~<%YMMgf!9Oguoc$ETWwnByC
ziH8TkVS;A)te_RVa3}w+g$eP+MjNg`NWk|AxJc?LeIU_v^Z4)>VCbn+^00FW@HfMy
zi#Uaf*dn9Q_^}3xC01A&#nG&D>w8kfKpFX>9vpf?zC$bt#NhhX%VQJ`|CPLrdVK!K
zjv%aAa_Joh^jTHba@-=i`ljbkSb@LUAkJ6o1aom-&Ic4gJzg4B;TkP)+#hW#C)UMx
zJwOZj8zmU<4OPT*J>!^ZDEV+<+l@#gOs!;<M9X=!EBd$V2Tm0?&4oRw79Fl$U`ypI
z;1N8=+aht0Ft|La>v-L)ubK?Rzi_T==Bmv1o~-KLwev$M7>o|Xe*`ZP1Ogc(7g|6X
zY{FYF*7!Kh-eO7pyFSY4S07kWB<kxg1w+T4y{7-f!V15e);ppu$P&7@o#Fvm=R(>$
zU$Lc&#gF6mr0rjs4tzyczCHOxawbsyVb229?^<Cu*k?ZRp7z6Xq0b*y5?Q#{B@LJ^
z1b3QM&t2DTETsOO+z=61h^rzDQlfJve~{JUWTxAh=V&zJntI;$mk2{#xSFi$vdAWB
zMUx{MJ(jMxHL8FOMp2?b6$Bnkde)}SK`CUM$N);RXJXI=>I$ZE-|P%`PUN<z!zDfJ
zG80B_1S1DLN?sxp`)p9ijRTY}#I<v!an8AQ-WeaywPd_*%D!dRs%_Gy=}%GXVp%W=
zAivOdBkD`{9|}g0fImSsx?LVZC-8&{D>HR)0!y=dz6rkB6eU%YJdk^Ze1U(8J1d<f
zy3ooymf63hvHqT20eH@U@^DG)dRj*7mv=^bGXhQ5;gc;>ESfq<eSc>~Gf(=8Lb28&
z_&1@aqgfiWwrp>8|LWHp*{H>^J~By+Dd>}3Ql)y9JkFLB$w|po{>4s1tul_J2pX9Z
zll+6%hex>m;nQzC@slsR_IZBp2>hhywTPwJ(n_IbDhpx-U+#ppkmCK(kKAUjm*L!~
z;GWGe`BpvaxO)*#_G3P#cwXb*(~-G(jg$eRY58nR`9gEUxAUJ(#C~h<!S+VANlwgk
z_XZBKb3L#8W)Y~Z{KO-rAO4Imthd{#^Yk?KnedtU`}bH|e++hP9E;G^#Xb|i8J5Au
zzk0RO(1;g^`Zju5HF_zf-VtybUR-RRk%@f!4%0t(9^G*A_068=n<Yc`z54+2ru~{c
zn7Xq6VeCoZ3tz2rQyP`(nUk?vd#x0GCO+=;!BLp4AZY4wOHvu1>j{lpy)^5K`wZ12
z#JU9G+;Tn1P?R9A920X{WW<zGQhlP%e@>%o7hFX_HdA`W>U*&>;Yy841921Er0V}v
zOZ_-`n@r3ad)Ah>++dM?&V$rPWuma1a~URS;f&mjD)Tf)a}x)1V}{PUg05#;WIy8T
zTOcAPO&hHYqY@?uOX9yJlzLm=OiLJ?Ej>BQd@}to8W-FrmF=d;*P0J~^*R5)pG_CD
z=3Jdt&zGc@cMH<P6`{g_@eK>_DEnN!z3Hhw<ZCc0z6NV~u(I#$ZQH~Y+m*I|XZHr@
zlqGBIp1;V`^U1`ucv>atXX2MTQ+>7r#nK3&v-1r`K!kAhVYXc(?ShnS<>sW_eSCX5
zU1+5hpbnfh0DJvEs}yGKtUq5MC9G3Yn(V(NQ5L=OLqSFiu-k^B)_O#AFvkZwt_A3|
z3M*g-$(ix-q!}L}DQhL5E$w;}UZxoW)4uK<!-U5{idjmpyXk@aCth$G^5mb_(u2QM
zK*W+2sv_GIW*+n8H%zWq;P9NGTf0hh@Guhv5ow60a!7!1l3dDf2Wjg$bJ`ycJ{w*y
zuLz2IfAQ#fR!`((15f|rXVKh+Ki<Dqy{2F}?*$d$qkGWkd)Hlhr03C}!c&i=S8xP6
zWt_1xFsuw5D(#QEfC%t7K3&?Ps2T5F>75?GZ%GWLXgwyvliZJDHMQ;NGUu$OJ_baL
zBNaGf;iD|V4`T@1oCaC6;wno1$T;=moDJ9&w`6Rf6#yLgZb@T!JB|@?FdR)_;hUAV
zM*U<W_id+nF7e6Ck++vuej`Zl76-M4Y(c`=O`CELf3RR$(ef7k!T8h<#2|P)bFvE1
z_NyhdJdk22{x`}xd^_t1BlSV(-b0ASAR09M|A@!lz*<UHj?#TfXs^Qu+N~fp$fkMW
zwy3+_s!RW4Na}@#?Z%Hs9q$?qM2vpC9pXx!78WBOBuw5Oi2%P-abW~x4gAFJKug)%
z;9xX_@S2e5_5gCS1Y>~Gbzo)s0)sh05Jg6kC^1Gx3MxuwDh3)V8X78Q21W`7MtTN0
z5>giBkfg#M&M(JyaOfn(q!4Gak&4)}Cs|a=C=g|6X@Cnfq6)+EXA%p25D(O81<Hnv
z0oo!w3eMV%U<=E)z?0P^QSOHJ$if++K@6(-ib=W;2j3>Lz2+qpcjpGbwmJ$6SAU$I
zmVsL$K}^7Uf5~a+pcmNtU9Qm{qHrDmVt^#M0?RdEvfp4Np^t6P%NwNi7TQ1?smYpt
zu>7d*D(9g3nz7nXg|~!Ve*%y|T0iE=Z2|UKO`<CHV6#lsufyt9<LZt-)&IUJdiKL?
z;Uw7apQ3+UK|m2N!F56f|Iq9z^i<Yxy$ABo?RJ5586EJ(%mOVVg3!bD4;ZAqyF3kV
zu`EH#EauN8I-+p7B2=k30t3h^;aMe9VF#%E4w40VEk{Ky4R2>hLI*3Xwgh)&_!_P5
zi|(u!b$N*bJNnOk9!cx-?ds*h^YC69Jj#5bGElTmQR^bpb+qQTw9CNo3<%24b3V7X
zDI!mD3v7~OeZ!;37+l(+({}`ozUi+Ms(oirX-v7JNlH$O`oUxR_d@(HdEDBY&xZ!h
z9?js`E~8O{uSFGeWka#n*TDpXcXZuSk3B`}4mIg)ABD72>NS6~gJ7ZB9dY>oEPG*t
zAl5Mqz$*bFC5M>&5B;5FSBQnwbTb#rliah{SmC?i+t&HWgH&y3=ZV`T4AZT_g%19?
zMsJ91xWhMbTw%w}f;kOPVzaQ+(5qc<4DLI|Wvj2i4X5`03YXV7y7&$<=DhX$=ttvL
z|H<7RT50KE$A$KuKuMav#Gm8+m+Uf3D3Akjjw;-r7JHnz4)TgQ#B|HT8^=2VqPb0H
z+w%yS4YT8=UIeNw0{Ij8m^;(bJNJP%N!2D~0y}ZA*#mib3+qDky=-6qjh62*!vxx2
zLDm@K1z%$ni>xq&fc!#0bdGR1gX}CIw59GoN#5O0Kpx9ux`&^Vpo70_HGS7gi}x%Q
zV2Aqukrn%iu)wQL4T6s$R!IqZd=b?QF7|<N0~K>SrnwIAp6T?;3(RUgG))FAUeSx9
zX7+v1#ebF1gjgEHZL_vU4vc=w>mhA(Kt&m@xFH#DNxn;oZT60l2gxjWW?R+zriRBj
zFL%6b1ZtDN?!vO7Py6hpFAdQXR-TfbOUwebae%56;$4$_<IoTB&+&ix_aEajIykpv
z>G~eLHdLnR)xzY%+D&7Od)#Gvj?;W~0DE{qD#Vo3P$ut)l<K=w40GsTsJllqeASWz
z`cpa&DcxZv?QbSnCf+s9GcmrGm+R>g;B0LnBd4Ox9;%m>G}C2WI;`d(I-4zdn5Q7Z
zN)i9OuMiJo;pYfzEiY-S{Pv}^U9eL$o{*qG^yxr)$}*$Md;V{a1VBTu#i&#9=e0<S
z)VLV~_0t96o(w|OJ0U`By~zhn4gd^qHaA?oU1WGMwI@DEp1o0gkEE-ASbQ?dps9eO
zvh@19=tl+MDUjnZeH!spJxSx+exf2!T(TK#eAC7D>Z#h?c`5H}<H2_RidNoo>G7|U
zv)V0sh9c&=g2RKE>l>PGZXD(B2YyuwJ+ZInw*5kB)AZQ3l+`vb>z851Z{3k??xA-A
zKkY_`?Zz~|3+cuh>%H=+W9KveoKg9OgU3$QjhoF_>3QO0shhY)PDWG)Y)TmF|Fa9l
zBK$JDzvdS7ruYfReQx*%-mskh09}y3Md>%!G<A2)IPvhJu|fUK4es=2687gApZV0s
z9rB9i*mQppM*>&aBp5|{w6cYue1Hsra8PjGWp@?cI`rX2jTM2Ck*1g)umGcph~WIM
zhBTz`n%3Bo?HB^YclCj=aKJG>pGX+ZB_md5;J+};V}dnMR(*^eAUZw<REbh!D9LBs
zNF@T+2anR}KV{wjG!muiaUE{`6f09wyEF5SPV?OrBvSO8K!s0=`8vFwz)Yz?kQ6N+
z6{9GR$%kHp=m6eY_X}JC*4EmjUoS>kx#2#$q_<7|cgyRtW`oeq4+`2(*m-lQ40{xU
zjn9ky6CjMO$b{OhBK@-@K!#BUvQ654ruy$+=z5yWyUhJ;1z?MuNV^nVuck>Noj-QU
z&A+N!aA^vRiK0>S4pa7mquunG?Q^RJ(XWAWiZpM)`_#pJctr>N&HKjg*~xbjy@G1u
z0ayuuwZa%4gad$Kjo&6MJEi<_!sWveeh3Y0`U8X-*a25j>q~q9R|M0S0n!ap!Ns#I
z!l>|z$du8YOXc^k0$^r{#jBgwD}O`(G;nRe_&x2%MTX<j36;s)ydCe_8i8*!8`zw1
zfjNT!m-58DE@tfw542$L2|ig;01sZ4(c|Md`fCpLAl)}>Z-rMulg828jD0&WUVf|#
z^)-kd6`pAa246xB>`?tCsUGdhoq#iUXEI=u0*ET~BF>lQZiNEr091X$icc$q8?LU6
z>&j#(1AQn6K&Y#YBb6)`zLeti@R~d(iFe|FUdX_UsaIj|N^G*8DIT!yeq4Qh-6dhQ
znk!5)CZ9+sb1xbdL{A8S6%gA%M5Ov(!70e5SI0Yh8lmpOqqO%t{9P2Nob<N*)R+5I
zT<yIH$v21QonnWKCsI0!@t;ciRPJ*nDb%syDrTsptdpxssxs1UsyQUH#j!ny^H3Jf
za=D5#jQmt-w0`k`zKn0A{)vGSi09j<&%Z{8cE@e+(f-p+rWw^wVZrOJYUQLd{iK#c
z9i`vkqfy~!A?Uym3yJ+Pz<z&2^wV`>cYT?#r1oBbR3(>4!mSJ(2x<R0Z~1lUVKoe@
zV#@t+@$t_Rc6N0lS6Qj^0Sx=rXV>}tH>|xS2FuHb=^Ti^LvqAnS3<9`89A8S?Vsa*
z?JJ)3$fYTC?C2$J=0&R#P&}83otwIW@l_$6o$h>fhgTd&5letg>51RlMkyg<M4gDA
zgJak<WF+>8zRLL>d3<t)d*nxbc*ks4YfqV!`JlA1X-h&XqW>qe>hmM5{7be+o{!kw
z3)tjal3uiY(rsBoQ<(^S{v%)1?P2Jqru_QFOH({G2RUDd*UF|ZJWZ$Qq#Pqd#bMQ{
zsRD-jzpJW#ub!Bvs{GO6l%BE6-6qd{pkWT&?_WBsEXcTuV2f(61vL0po;3I`E#GKZ
zou$(7n6ByupWF{Vv8sV8O^3fZQ#ROB)@X!eK3H*n`|*4KrBdN_;%tr6Oy#@H?|SR@
zBx^Q6EgE{wOJnwg;Ypt+9OW*E_cux%U?z1G5n@V=L@VYT7D0Sr;lK&#==<&K^+Em<
z5j?Act=_T@NXe~qz{ojLOyU@T<j>#<U0S=Y>mEY}x)FI4bO|LT|027dG=Xs_wP=(O
zfpZbYHTUlT;*xBDjO4Q^z>Aa%WBS-4a!#21tV@y<U@ANm>_9jlAyGT5P5?RS?C<r?
z(YS`cClPrk>fgrC`GIiYV!z%sU5KAMUU(X=1(c-&duQpKLyTR^*~0=fFg=J|_b|W4
z5CUMQu@7>9)gU;XAIRc5``tgrAKSa{_*H9tl_p}oWN}TN^FPxP+M>yoJQV>L`3@T^
zjzm@GW7^y`4&-|fU1fDXx`V&;<|MUetA_vyDxbL=ZwMAwLmH-*R#o}ol}{9$tC3Ya
zik>Fv<F-t4C$c6Nq23%2N&83pc=e!jTwnr#kECL8VVub0l_UJzlaq^!)60wF<E8Hc
z7Aw-oct3w;<_=~v>9~edAcL(OJsBa6wnA1l(R2f7Bu&V%gd-dskkgTR?Q6NTA`w?~
z?AZC;xpVYY^(KbyyZWY!uRX$NzO#_9=k63c0o<0>s276IxPhdii*Lbqk4~|Bl(hb+
z+`lliXAjW`v&(3Y-#XP^(809OY7|xjV+qhghR9iKn2cPJ$bN>lcA=W(No<$#!?P!p
z{qc`yooO;wtiJpA?fDnbq16#L>F(>_=5{y$$CHN^azgmR>1ZR<?|%I4k0(A#u7rKZ
zzYp^zvhjx<{hm5z8=h;}ZWjN=yGRrtRPlBstx!qNFwRVSp%7`QpfDvD^f&lkQa6Ht
zFpTLQSbE=cyT;if!5N3G4+icFJnjM}gL|PcNk)H8F|>;c9e{dVg$1$72N%l81LsnY
z{LjREDg}5?0oNK-?St4O_AIh)4DNX6!aD4yDsa3_0<Kx9C;X!PIbf!L<_;$iCjwU9
z$GC*I;erK(uYudBY`#*$TMBC*HZIY}+<dH*0FaFp>O|7>8ximxu3L8regSoY_L$KF
z2?iG%f=LG1AvRfH`2$1(?&R5={DFlYI=KA|_Zvv$GRV$9BA=>HiS~zL?*?fIENPwT
z|G8r|?$6mIsK6hAi{WHG8tgwH#$^}AZ^@0{nktFMCyv=#iw&3ocdq900#kR_>S8gi
zmq{hPfr}t{u9$Y2QGoQ3hwe7epXuX&TgLCWDV6~P;7H5EFapuwo<){Kz<Pz&{+5aa
zrsezKx4mrI;f{$SG0}SieeQ)li<Z(({-w$dK%}|lna!(Nn=~1K=JE9b081#tfpjMD
z?@|qrb2DBD1^W!<naots)JHuN)ss=-*j(3%v{U(cw0S1Z&@?J~@y4U7qd>{n;2}>{
zYVwJK4Xb65Y1bUdJHDPUgZw;YHhLPaV#Qs;#LF)~U2>e8Mug3(o|=9YTDI78Hn4LB
zh=UpW#c%j@+cgaxwW%MdPF;wtnTQ<mm-&kp{PVE8ILIsiEKkh?`h5etEc8fi!0F5C
zLP&y37r-(Y%ZGV*jXG$axjP;}GYW(qUbo%?^`$u20L{qnzYZHeUb;PhgN^-u><nOL
z58GF2xnon*ey?<CIux4tziwDODE2U&?`YXILfpmXh;G&G3)AD6bgW?TKiK9@J<kgE
zSL$3AKW((xG`xde@aE^<CfK@!n&0W7cnVTDwsem+NCfI?vqc<kr59VEop(K*lZj^)
z%lpr7LCT~de<gnU9j$@xfrxJSZ#Djz=ar0KAMA?-d_Vknbt~`C>KA`>-43`Jx`-JS
zr37xwTUuW%>?L?~j(lxspG5=&Ed<LDBzG>Nqot&Rm&gyj>3!WPErtEFryc(@2k`-X
zY;$Q;I8Vp*_yvT+uTBdv=he~pO&pVMp`!_5zSq6)?|{zTs8(da8f}8XEjoJZHXNJV
ze&u5SckJrUF}So*h$-@Q%}#s7pAhJ-9NvXl!gjl-%hQEbn$)J?ZVQfI9|km+#6~@a
z4&Quh{pHq}<u~Scc=x+={p#A^R<HY!vF*{}v%#}5$%ibF>60pN{@rHGw@yl!>}%Zj
zQN+b|UEpEmy?!^=EIQ_kHsKY%vv=8?d$sv8xC^UY=WZ*s4)d7!egH>9el6jt0CNxQ
z1Y*|F+Wyh1{Ub4kWh#?WHb3N6yJsIQFF1(sdI+ScrGJ9g7`_A?U)(#txaSf9X3Qq_
z%KIhFy-UaJKC-%I=$1eQnJDxI9n`pnG4^4lIX*IbdPGPT1*eW~3gwUn6Aiuc&nCqN
zSbxjmfSk}Pet%w(WlI}5;OrH3hCA-TJ=H9D*}ZAI4qL4{F%mtka(yL{_PtZoT8O~g
ze}4ri`FiA;NZE96wABf8{%`S$pif0CM~(!>nal_M;&&{2qA0r&oNFt%w5klfw_S2i
z9Pb3;f-RPXhun2*+Jp>9oEEOsKNLcQAaSgN6yS`$aeG_+9nmfRrNjfFkN^msKl~bG
zS02Vky&B!27KHziwefZ!{BS6yIEC%da?5&fNR3Qgi8OWkA?3Z9`FNGSUcuhY^SXDf
z^!iNHHjYJ)s`^9uLeJ+|sU~FWsj1~GItZI03WDZd`$+tQwN$9x*bjy8aSwRMywy4I
zC%%nH_Ecw)%%{nnQW>*j6R=~m6<t4jcS6{JQgpuq{vI`K*O`1!eAHGzX{t|LjgOa4
zQMJ8mc#$M()hiB$jl4*!PXF?hJeKDs%qAPv(!$J)Er{`K%s>1BR=O*XcN>P(JhwIO
z|5VxIO5<0VA{`~%^9AykY<2=<PeMdTcsG09u754{+56RIGrZK9XV8gjtZ_<M!+Ymu
zU(eB?oLyKyJF!4bOQ*Pmb4r)`ZCTX02q7!%F%`Xxv;{B^DH8(b%@+X1G)(-dZg%Pp
zus_2lgttM<mmMClaVV!}R*a15{`<$HO|tQfurBMP>YF%0zE7E1LyMVu_j9%B?;ENS
zVpz%rCGn`B*CBYUY+?_%fLI05DMAbto`9|aii}SIVtV2=CpggM7-HOo2+^7DRl%@O
zqrwG85CLcwNnAAKZK8!gd;_9drn8Dvk<Bm0LkC=k15lVL3ZOU|oF4$>1U{w2K*5F>
zmM2^SPq+|I%HaHo%pkNp<qlFsy;?=BOik7DOAsDj(nud#p6?W~Z^?pT$=QG<U@f)$
z#>^zJ3B~+_6DhX1Sc}RL(T9WzPP*<+!or<ZDSvbf7e=`bH$R`BsDT9Wgm_EosP#1?
zDoP%_d-EXumO<x?@E8J$6nRXH3QRzZlr0R1WGONoZLp*9*<s?zsp5L6EC)l+t4KJT
zo2);*s#g=}v6D`KXpoBqa9UL19zz_tS79~izyMf`z26T}8Mx2IQ&|u$O~k!f%KQL$
zI%tRb1wr7hV0FXK>c6}VL)wcQ^CmU{GVp8s8tB1k1sgVx5MwzQiZlv4jb=F;Dh0kd
z_ax-D_a+nt^XUe}*}Bcsyq!?~i=e8+1jIgoeg<1jM8@sv#K{N};%XCc!ry$}=Xyq3
z;$))pw9tCITnq;xlSmNpFm5|kIkv!C_fAOn&h?vDH?Nt<(lsbV2IrYJa*<6M*dtON
zBY@C4?ky|;DRW2bc)E8GRiw#*br}vuZh!xM7*0aA=K~|ShRs2-7O$9OnuR9nB_}?#
z!>FL_Ujnx0%(th!Pa#jP<vyL$al%I^@d9y3`&hD%0}N`+dso5@5@g_F!gVcoa3szd
zz8$O{t(d(Ul8p?|?@G*if(Nwtm3=jziHx%k9niieOhIrqbs-q-tdBm`6f2Gp%U;lZ
zbxV6CWMnvJ{&Ml9?y|n3Gtc-p8XNkv)t7{&+{c4`QCAav#Pv5`+(S-TO{F(YoI0jo
zIOo!D0Ga_~gXL3=7LW+VL>$G}=S%h@Dm_#R@7_E4*gGltn!TZwDuF;Frg{d4>h45m
zm48(#;vNyY-bLpHXmh8`?CNLVgGRXHYeR3AIKy6w-(@I$CppI7rrjui;C4YC>O*KE
zSRa-elVX_Z;M`FE`(WGWYsu9XK7KC1n#rQW`n<Wx48HA<aNE{8dyjl6hPmnw?Hpmc
zo({b0%+5m1PIRUI&W0?RNPl}G1xJAr5cQ4d#`ZhU1Ex;rJ(QpQt><Xf%A!eU-Ga1e
z8e%40T13>(`fZ1^W8g<?NAH!H4_eMX&kKDu%KVMFJ7*`FOawZ{Xidwlax2Q78S8jg
zezC4@LfPq@P^btcCKWzPm};JSoHbS0|0p~<3Np2Gdv<!Y`EUH+#^{@^gW*9$+9zaN
z>BdL>ix*73pL>nB&dg~d&7AGp9vUv|mLVo~rKjknpQK5PW+0v#GpA)Tn^Z#h8kIFB
zwkOd)7f<sBFUx+N)=qw0vAb!eNLfA){B<g;I}I9b{O>=sbN2gMcwweI{L*o5K4bJd
zUki2cX}OY*4vRDgb<pk_-S<my#SJ+6e=J>fRFm)9XVfMj8`8NEN~a=7ZKPljN+>8H
zh=i1YfW$V!A&r8lfP|!^l9HoaP$Z-qq#Wr6WBWbd_q_jkCTDOM&wXFlCqW<>tuTz-
zaQA4YD!!eWNs$1ZIE;B*<<|B2p}XSDt^ysEAVq*ic$i}Mj_;`;U;&qc%?eI-Z~be%
ztRBcM34l=@eaMi=1#n6h`?cD?9p79xdISIBA%G=}>>a?U%@I%-JfFD}>;=!k@DNFh
zZKr_vOG}OXhYT^p?sXOSRb&%r!OC{_q>eQ4OK{l)q^j1*Z!)0}fmT%tgs(usr|7Wk
zzY%B6!+2!%EN>66pdmyG)J$j2psbX(bI7<l%G0K!)K}wH5c)@7&pR)y-E<tPGw@Ks
z$*7<xBcED-<}<t*e0G<v4=M3(>+1*qPGqI0<konqf60yS%J*j(6c5B&Hz6f{UmGe5
z#U@^-$(h_-xzzdghe(x9#B#tk<ln*kAMS;}%YT=bTjQ5nyTt8d=a0)M>P_T2M+QAi
zU84L+M8A7F)E@c{Sdo|@^aSX%#B`HJFL-Iq1Q2~Zg#5*ZBX<i1Oe?_b`wzS>FfnMH
zVF`5PoED$1zScQ-K&iHn$hY#wtrH4#9sYooU$7@}SVPxRj#72w3gs~ota8vnm7vlo
zzFoY!e}_Q^WTd6)45M9C3fE1*)U$@e98=^HeL^)fX7}zG7cBWe!<NoK7M|pe=iSx_
zx?OFEp8eQ9E90S^Ow`wfnEe{f*VFI&vpD(ZOI^PW{0%XgqGFwibO%JR?A^Zsw;U)A
zCuMWR6Q`H#{_wYs#gcHli~O^?HwEdetWV|cs|~w)h(GQQN<KkU_>_JaHIToX|HSwB
zQd(E%nt?&V%a>x?Q@n!Jno1G~nO?66<19gSNsu-N6%k`snTYgkn`GsRuEYyEOh>do
z-)5TTy}-x8$HxJP-@;v4=|w~$xj301dRJs+)YRg**bQROA1uJ5*O)hjq}q^r;$5AW
zdb;yFcNyu!S!UuAYEI!r2*8Y|7jloDwG9b_(EBF}VkbMP7#SEIX?j<*$Q4M(ZezeA
zcFwa>uy~=|PrkX1rjH)=z2A8ER0$IAt&g~RLpVD4t84XBDdphH6k#w44x?6HBg6P_
zC&tUg=?-y2!T^mM1}??U{`pPvF{l@e7eb)45IedCQsY{AK3~mXWK<IL8%oP*eBJX=
z7=8+;b4!cEbs*M{v+LxBAzLTLQI8ODmom~XvI@;KCSrd}m+r8CVccHjj-)!20#}PF
z33pDiXD&qh9ejJ#V3$6baaWb?95@;J2&PU$#_QB@^Mq|UTlkMz`Y8#oqO>uzv}CBL
z$amFVc-~Q!AqBy3(9xvr&+^E8n19TdF&mMBtB#>_<F!OxiBpNeUCa$ju8fs;StQ8R
z2xxvXenkW)<Yidd33FH|LwIjElxg>VImeJGvS;7yr&Bs9Z#n$RUtI5m8wF|`wX@%{
zbNVBvRGpSh`{`bldA4nz8Nify=1X{9yfJY>ti&gm|3}lR;Z+GlIm5(*^E%`X<&9QI
z=NWf75DI(r0(B&dRs!x^ruIzqz2g#V9iKxxawk$FNQ3XZoO<`33jA&8zH%>U>?UYz
z!0Bp&eZ$-`SwCTZ<LYvP;-oTVccSu*V?DoZ|JgU>9@K>Y{_{|~kNy;Kio*f4_bwCP
zM}JkyX$$e+3OsuF2fHjxESCU;+KAoXyA}K8_uLk_x6w;NoJt5~gPf)fziAQ9;yze7
zQR64#;vt=mz2L*gHZ_Nx@+;yI=V{Cl1xtPT{CV$|NO&m!8Fcs+8c(3Rc$$=W*<>Bw
z^tz2qL+CJ|<m~(=f};XT<1S1aY6G-RdjG$KrEuDI>D=$q88xzT=OCT6Nt;iA8LO5g
z9!wH{LE72d7bW6c<n2D!ndH?CFB5SHI}}2|M-&cWdIT1#?j%RtB+>r(hGG1jxje9<
zzm(2m;H4*cwRt_O8wqO-U9PA)fEsQ?Z&2gO5ob;l-Bq#CXp}4sfAOooQK%3!rEU3k
z(9Gv=A5Zr+=8yjNAt&WM!$(6C4uU;J_Y?k2JPri`KKbZc)Jz}lZ{ihurlt8vG!cMe
zGtmTm<o4<7>G9`bxqDA~rol9jm_(J9+#dsAFBx=}$8>1309n_-&wOt#a;lWY$S0@Z
z^Ve4v({1Y@e&jvC9KpmGIMbqL8F1VG`eXgz`>r-dKJGqdHa=|i2=AEbn=#WdY_uSP
zu8omHu&dd1ec*BlRel^%8e?WWmY3~pr@3WH_r$o{&NRljNUzZRsL<l*iFq!!dAqOF
zVo)l9)}BRbQ9pIz^&Ri~ePDWE5}r`b<;Np=#8h%N!x8Yf_>%5!{*#v%%ZMKeC|~ao
zb2HGj$-XxRtziml^%mfqsdNh^3!5w5d5OP%;@p`Hx3NZW9Z7*s-lCj;mp7VOUYJ;D
z2RsgYq91lW$kxWy*4HN?pXR0HWtMNeCmAdcpTA^$otpE#-}JGLlEwS`5_;<l3Q*uV
z&&5D=-lygdem7rrDtdPLN-r(8L7|ciTENLXHhwE2Zj+o@*4vl7zOuB^_iR7!cToKO
zZ%Zr^t-T9k`IX0FO3y_pIdOas1$Y@adHiVj+uQebbOo5Aw;w{nyjS6-3<f-RP&Bm3
zaH02bp;VmC$$wKKCyzt*m6VNNmG6F4PW~dy78j94gk_(}6QHg|B-%EpD@-aJ{xKDu
z{hCatgTPZ^=^6a#8Qf_Z@U#b&>aSYVizT#*RY6B~DQsk2C4gG~ba1u!)!?t@8p&X{
zyBF?B?)ghbqZbN#4lZAa#3P;5NnlO_^fB-+erat`vSWGw7xVQ=w|(pPq#c<T+>J$G
z*ndup3MY(}TBkgm%{*?x>b4Qj<@0!?!YmOi$vz0BK?)>Sp(qL!&hQCuZh!I{gGE>0
zGv?c`eT}JfKeZn0nroLoFRpn0x#D?Id97s53avSmo&n1S(bJ}31-W#la;Z>2|GiD=
zzx46b_yv`FTVoZ^-!MVUu@38S`<G&H>s5?_Or5mnLaCnw&{=eICq}yL=gpz`G@Hj(
zQ=C@n77OV5xsv8NFod26ucUo6QqQuFa~Rm<=|j%UO&lrxK>JkwJErXNvk#>)#ywH9
z=qWpoJ0BjQHW#K0=78any0sxI9U0mhPl}LCKPKoHKmp;jkFuBuG{;x;`aYUHa~_*H
z<D&<r{!Rya<gelM&Yr=gWv;$({jV;<fCUay1hjF5lfZk-Tz&V|sVE7=17L+_6edIQ
z$Qc6)c%v1?1i=6o4rT$YLRq{7%vs~9+L5RvrfAzcAfIww<}>a>AE0{=4s3oBh`fWh
zj2EyN5f-`)`D_ZEC`^hLyP(6?4Z64<{o%<voCuVkbHM0<7r_xk`V>2ts2;&pZl+vv
zcvWkTrzIc?h*PvZg48{O2*Xy-O26)YSUSGZP$o8UFR8rm#_Pgv6|wG^3oh+}pS=T8
z6y$Ee_$8x-F9=7!TDY#;{tA*S8mY*Z`_52LyHi)*AWq4(PVFK#525rXhwalv@#gce
z=#Wa(N@5D<ZHrWR>El7)-{Sh=zUN=xd`41E-F#_T^?7ve7ac>6&BT@`h&g8ry93IA
zN-G_GHLsD;h0s^R-1#~@n*VTC9UZN`t(#WgeeT~nKM{Zq+-U10TAez#TnkxfBz>ZO
z2_z#;GKm$J#i_O4+r!tPXchIdp$$S>^DI=|8d;+ZqTL&DKKq<cN<Xfh_xC@`DLGAi
zIE&ugrs&%Ac-c&a{ct*c;MGturpwm7o*m)hd74|ZJW%@`C+m^*+gi)>>zP3RC6-Ix
zGBaa;<}BT9tt4!dZ%lM8aboS?$9Wqen&e<I+L1cFUrnoJF0`=_E?9kQ8hCmfTT{xc
zT(izQ=sTvoUh<y%vwQj1&2eJ5mDuYEJZS{75<&iW=cvW{z_)C-WsdNwjrhLp@Y@eE
z-X+NXtHu>&%_}OJN;Ykld-`v79NrxH`m!Tn(cua<yDG}F09;si1wAu&Y-H8bGn)xN
zdLA}89aPb{v%@-FGF0GS<!mJ0TKXEr!064|qdM3z__<?nQ+M#QXw4V|yD<Kd<5{-g
za=5?&lyL$6tK{nJi;_(AhDTUvHm8&V3bc0|_-~p$>0_OE@Vo(p{tl`s*#5A&W0{p2
z@dmA0OV#Zq%a9>zN^`Tw5U=@#+4o_2iSKr!X42ark-8v2arHyk6czG3B&7&X+&sL}
zh71XPu~u@|iNqj`CbIM^0izBQIY|{JKoRJ`uT+Oz!T0cP8)2^wjx{zah7B^z#IlWk
z=b}sQxVJS7%&Zl0pD+ZF8H~M5;b1>-V8?8F%6qgwJE(ZryT&G<SeI@-YeII3pOJF=
z{OMH!^jRmeRQmpwlo%SQ@hLaF|76QO;Xn$i5PMyUX^OcD`z!^I)NFKQ5*57@5#d<t
z1>HNC-{sy|=SS_Gn_Odu?Bis^)N6@<C)c1%5SKO-IYMQ!x;7aIF$6vUGz~+i2{~e`
z=qyp?Z$BOR-T^;U>Y>AO;b5b{GBC=7Kwr^c@k9v?izf{>4YaLw51md16WZ3;ZOPxL
z8+Os?$_ZN-p@YgnrSlo*jz@o6IM08N0l@{F1SSU&XZkZ3@C0`x>3qeXlW>z4OU@PS
zz4xYVtAy@VB^1z8@p!UsO$7R0!T!XB&N?NI3J%^m`^mY*=QHjb!6urAEw0;VYkmKw
z3U{AlsSYPQEyXG);^=W?7{8T$DJ^v*iij&I3r&;FT(21_Tq$ro`k))~n?7RN>|Xiz
z-qni*=AGTE`uh1%QQJU;_{6aU&~<UbKu4|YP`59vgVReRXgkPtIEJUt^OJ0R^_Trl
z%SQy;gw=I*FldMf8Ttzba2iGoz{Zmd!DgH3x>lQlsi<i|Z6e&o>3|`XX&=0ejy8@-
zFfxGXJ!Q&8crQ5n-MXO6cOrjmaOV{hOE?-BuIZ8X4D{J-*+3RK4q`207QFb*Ae;)^
zRrXXm&OvA%xh<bIf}Ur)9SkNVF}pw#q!~a+eMILQHpqUy3oAV>2)f&spS#Ztd~Xih
z5l2^)7LXnID+CK{P9(Z>NYo<3xK<_V6r(0@xQ|VbSj5e+2#3SJZXOsCb8-+?H-_JE
z=1wuIlTGs^<$qdoY{5vTkBW2@m)?E8ack@%mx1fu+q|!ll~Nf)+z$*?DhhDJ+nm3S
z&$*w@0t!;bgv|dy9CnF}bG!jR*}js)2}pYiC>e@Uq9NfK_Z{+DJnwb#=@97HJD_7g
zjWubcP3CWr<W`X+n1Ox+!5Anb(faNw$M@cgr>XHcWdzz(P{oz&)+WOnMrTYo;4aOM
z*0m;uDc?ce>g6-w?}}JD5z48I@2MO2Ie)9RAx5@Dj~r3-0P#5mQnE^0U~D=ewot>2
zO?BZZNgIyIq1COE_?g9)!xYDC2+C>f{bl?4*8|xx8BRCLXUgupo71lSHho`@n$O<@
zwb>;s$wXC^;}j~`fbCJ8is`QT5daBcE)%9;efXDvyk*+<F)EF&bwZn9efjY>B7D2U
z={u+%y{4Jarj@ugKD$R#=P>m5vhf)egZ3^>?ipma8qwB<x!-8vCUV--aO{Ys$GxBW
z!J24y*yO49Jfi2JM#A5JMDForcn#e9K%Cl9Mav(U<~?gMk{01;<)eB<;PS@xz^owK
z;NHX&H5W6LyFvBn%c@$c!}LOvSzCLOzK$&Ar>Tv3v_%oOBd(M7jysuM(T`6bB_Y^J
zU8{l20+-WEr`F(45+93tdbVe%YLy9Hex85sB%=YhBJ$uz)VfkDFLfaSRUgflQ5}(a
z#dofX7qZ9k-zR8c5<KWD3iocqJ)w3bb|Fo_QWPl;@{8!oAk98%b~aGD5=VakrTr`M
zQDq4}iAM%TjlGB(3ye~#WuxFSBgw$u@Y7kd%CR9T4Um1a1SezB(f^KP502xH87XZl
zF-z=!mH{}hCB@Y4FRUIieIL7c9zxHi!WQ|7yJLc%1Sd;iTT*E3cs#_Jxb5rTxbRMr
zJDDYICslPelMGeudK8~+@>ISAS(3k+Tw8a9<7QVJR_-Lnf}n^r`mm_wiA4*<uDIRe
z7c!k|n0NEf{;=8@zd;HRsE@pX?+$E{?3`MZHEPl3ue<QY<46C638pif1L#WmqxsR^
zv(c7-WNQ|1enj3^o4%y);MXDea>l~Gw)x=!HlW7j-?gWkXm5>4#fXt;G$$2+SLjV^
z*+7+xyj5*f`}v@eOa5o~k{bm;NP8G0Zm5MLCabP4>kSZi7x$2&wK#pY93D`h7qz~V
zP;6+lwBn@9!RaO~U0O5v{Awd^cx(Lt9H?Q6Ivi7K<Q>aQ<rG|fypw-X@H<C93Rj)B
zya7PaSl`?z%a7Vw?RuDcQFAQ+Z1C%1LyV8@QCxHo>P~=Ozvd-w83}rEj`lZ9ZIV$7
z)#23eaI|F`vT(u9bl=W=UtS8K0R~!h%UW~NN_qHbf-(5PuPuveR~{GXr=_$rKbyNR
z`4S$f?A!ENcRMDu^k?zZl8>`61pe|JLxj^t#H|y14`C;ocA4!bT*umOOu;-+vtv=-
z*ym3!HaCaQ-TB}p+pj!Yb(`ULH~FcqZLOBPO<H={koJ$26_@OF+KX1V-QWu3q~wy`
zUP~uuDW%ICzyI`S_?e=Lb|Cb<a2Po$US#<D%igcPreB}s-~Sf>{@eNY*N$A@lUJ@7
zKYHe&BO>~}4T+M!_8BihQ!9Msiab3G7>=>aeaMwIM?A;kcjSr=RbN$EI^!*`@c^VS
zAE#d!)s+V#!?=KP5k;v~k(E-EWm>?A(IfTpX{e}o@EI~R8{_>2g`o<IswqdjeXV`l
zfGOIg6ca7HfJ-6Qr-aY;9nSVe?e*#J^}RzIJ|{rOvN486&Us>Ed16X;kCg<;baJhL
zo11X?7*cf{<9mUB|Fu&QRb(h0T?B9l773}z)8QO2hRkdX3ZiEwUs#`Iqtq+S&y|w+
z>hq<pIM;J`Q1$yzoKp=w+1uPq1-cJ54{OuRS<jln108Bs4|Yv$+Xx*so<lWqLp8=n
zHLPO*_;1aTmY&Q&+lym{#nOwy3_(6M7D3Gqn`er#6y|Vr{g_vH@|i!4a1yOf<IiG{
z&FPUPL)`D2D>su5fCqhl_4z8(p|;;=OCQhnYG&ITL1hoa7(U3u$k|Qf`2Z%d0MBNi
z+k*~7bo1-3@r&Y-ljE0?sEfx>*9T4;?X*VDeo}UAsxogn*2bQ_yexR*HG1R#>f(cA
zuxELBa_v*#oER3*l8b-<#U(H4<y7I(7!t_y5k=eERGuaV--o0DoOV!V=UfKeY8Q@7
zd>d2r$z|s~1BT92OOi4H=~sk7-`n{?EAVyBi-xjzj9EQKjqZeP?P!(olQEpI1vH)<
zaefb2AM!y1HDL#UOzH)TDb@!dYElZVQ^ajJ#6PSuU;XV<a>!F{p9G0qDKd*=gZ$90
zL=};$q~_vYtKS5i<LEZ^@<nYp6GD-mR=d`oXUl}o)ObUW*_sXT<`&bBpnZ6b?7X3d
z*G~C1ojXe<O;Hf{Zu&SgA;)(%nw`a)j;R4kF*g0ogHi84Y&!*6hl?p%@|du9-evGH
zBTpLI-lCUR%iunLH*KUn=$PQTh}Xw(>olcL)r%W^<SD$BFp(#=F?!)PZ{O|v#X}g>
zinAZ*3JV8k+*?i)D=Pt~HiY^q2Nu=qG-2NVIR1rx$+zOs@;}vE*%2d~<G)P9avr9-
z0=pDj^kbJc(?8?>-D$VpT9plXRoBk`*>0K`Jy={=C|v%O=v)xy<3jaXW2O4+P1>2r
zQ_cqaT4jVzM`sr2chf1WlY~z#yTiaLQTyL2QQ39uZ?jcLgFO6qcAbjPIt5dHPCy}@
z0Um;_v>7NbviYZAmn-PU9+by7r&V?`TX(llEP{I`$~^3@L_BRfdEd2P+_nFz>)AYg
z3&Zm1i!;sm6Oa6*+fiiyZ)D|f+ZOLHSL6h*V2tn_yXgEcdl$b1J`}TNhgb%YIpw^f
zI&4<Gy_h2_jQHl>4$Pa;kg`MU@=r`Zkqk>t?-f$bp@fJ%--tihHgZz*kA27^HyuSA
zY*e6qZHV*N5NCs%N3X_CjC>CYJ<75I{Ixc=f)qyn+1FF6k}0RUn()Jb**|Wi`>}rt
z?)yFzr(@{kRs5@3$3?{HDqDcvrPyfOK7VwaklEidjtyFO%DuVS?fwp34<LxkH+!k}
zp*0hXWIA*ErfWa<#_w_W2mZ5R*YpC>f|vkC(c$BEE9$@DZu`_eY#!`;`7iu^$iIcj
z<}+Q>_lrOg_50m#>Z8F>NyNz<?l>kQ8=wauCqTecckep0W1_Kf$hq&}>&CaWNnM}1
zUV(cuSGoV0kr-YhL!t-dukIlS>ksWTE>pdq6daTlC#YPSvK0hG$3zeq1HNucOLQm=
z3hmrXLO$62_28-1!&+tA%M<M64%x>;ADWzRw>`M~bsR;>F0!$#l)pOukt>`#Kcu0d
zvh~Wu+pL^^!wY!-6vgTpLS<+6!(aFv?G_Lv46D_GwQa%L0KIavEnQyXItX&D*8$K4
zar7^oOHrPnfgw1=&cBtF10p4}vdB>6)2An=np-_iLXc00-&Q(8#usW)or_*X{?l{L
ztv%;Ek*h8rH10jmzb>#9%P&`(`#JV@#ECp2QPROj(>AP|^cO1^X!fxq0=)#^p77IH
z=8yay{4^w{XZH&zjQ9#27+$_em8CA&HOIUI4<hNu@htmDdKxPJ-Z{Tjc%aJi*2L(l
z{OD1ImCgKG^*ralnY*kl?gF6|K}*fYMxDq*TB^cXH~v@28M{0%9VVyGc1UOH-rPB}
zvUwqIqXvZO$*Kr)yC)J>-zYbI&%NQ{EQFM-QSuB3<4D@i362QprlD3!D`@maptFfM
zBBKri;|+X55++j^t1Uboz#vL5az#u+gZ{{Fk^}|<L|hk>VAgsNWvNIeGMxmXk_tM2
zCet8Cj!plAR_T`D7hJ15T^8UFdRhrcFilvtzPRTCa0|j%wg3Cyb}ZT(2N!XCy={~b
zXY?x0I6lreHaGvenb}U)<u}kE%u8UG(ZSO$LXLG**&wu$l_r^GyuApvOx;hbBSqIR
zYNnzpod65^otXuRIR?FlKkq>SNrWtEb{I0KUtVAz7f+xQSI@-2iS*<oFhRFg6>0N2
zi;kcxs%d5YPF%h}0LWM0fAmoQ+$H#p^A`Etn|IhF&D^?u@X(==5HqXa-Q}AL=8b&-
zpo4$52%qerQMgjs!}ohRo}PpOB3OCp_n>!`gp!RU6N~V`qk({D5OilDB5*e_!yw4^
zHardV5nKr{lQ{*YnIOq1$u=a*{(Z+sA0JW>>bZAm36(D6I>z^^W4U(1@B0n{F?`kb
z609yORZ@Raa(y01@p{7kjZFkV=!XP87Qg-U*qg&5<K?sRqB!}_Fy_xr;e7F!$6Vev
zQSG+LPI<OhMJ)xn+_^W83b*2)M0Fo%bi@jr>2sOeyHvb&O^c~6Ax$004Bh1YJT19z
z^C})ARo2bqY5Hw|%|9AF*;QX#wfRAuYWj)<?k+=hBAZsA5c=h}NXOYM0G#{$io(n@
z9j<ttXC4?E*1M7REOdz(7nTc=6u%DpEXSF*JiLbjCVsA9Vpb<o6{nsRg!g;%<p=z#
z@eYsS8SuBg#1;7S=xCUrry+GFdT6&`lGL1nB@=;#o9uGN?MVS=BereAMtRe`F0Ze@
z=&%x@Oln=GR{jo9J^36W5FSez5A82M?eLE7AwcCIod%RPRwTxC9li!1X-za4Y!#v|
zys2Aw6EGt_kxzXTL2ZjdPhRiKIQsr>-#9BfFYzP~O3FLBd*`(2?#ag$G!4bUq-x@0
z&ptF|7GS*@F0!7&ABm;7uti-W6zrowi-LW}2279z_`7H{q*&*So0Z}KUW3;*9@_y+
z!s|M!trwNP6G`kcCA)CgeNF^$TQ)H&>fByF{i$|S0O{HySe<rpE_!jfh7K6cndkxF
zAq7nU5{)B%J-^h}hOAHg;u)^;RABU9Jx(KkIl&<i5B*p~^Fkp*J6!l#0JY;1fzGEK
z&xs{|A>razB9?_zB)YT%fCr)QZu_^3J2pI7il-`T@aW6IkTAlrZX<iw{FnOzjnaRl
zgstAE=&LeG&M33Kvn3q=^Nq|y2q;8IlQHQ^hEDCPl7t6`GCg-q@4sB0Xe(b0;im8&
z(Bo;UBk012wvbMC5_mGtv+&8Qs+vG15f0+;L=X5w$yt*`B(*JoA4syLq*S8pMjq^*
zn@tts)Sef#d7shS*YA?e?J_X%fhX=5(B{YmV20rr2w>H1+c=b;1AT54V4^6krpwP0
z+=E8Rnqtk&NABG6lFX?~y~Y8{k0|}B=((DL`O?~Q>`fQUYOUbZ#Bj~a?7O<~^2Zb(
zlY#mtD>GHkcCTIg+Z6s!<om^oRHbTr0Ax6PAhUIGA>`iGD>8q?CaRaD-G1ojFEnNR
zqkRV#^Jf-W6R6;8gVsF0tK8+N93@)6lACqk9@?CRfV;(>_?)=KzB*Kj4R(uZ<kf#T
zrk`n{@4*>0l+Q4})KrkGans@B`;Sj@*Lj)uSx7-AO&SkvKVDTaNq<v_by_d3+Bbh6
zbOQtb>AU*p{{G>uAcF>t%eRv=8JQptB9qUrasx2_0d&7qhWEx*y$`9PLxZk^gUL=#
zv7=Ry#k@^<=EombrijgPlf-_Pc3_<ZPEZjP2tdp4fRfn-A}?G>VdqQX=VO^&1%|<M
z1I)3#%s9OZ6z~H4S-b0RF)A!mi1n2bbK-4gFa^-tYzqTHcv?yO0Pc)^8&e5Ro0L}g
zspL}pUykb=C08RS27_BSJfGgMeQ<*UoWgfD_9UauN$Q{L>k58-Q@cEd4DCzp>l@<<
zvlkOrdi`%)?5{(C7=YJowl3s#9sFdce;=%eK=<Bu8#H<Q<8G?{pCW4eB7mjoJ+94{
z;@^WR2jP)^2nKotEJ|}bSIc;hhMNQS_)~lTtCLOFbB?ubeMoyE)?d#S43tg3)~r|(
z81;6j1VWm=*AwA#wf))@dmQ}NM5FS}B)Op@<Dr`8V-}_;1SMxLJb$rC|Jj_(OGzEX
z)1T6^&uGNns{N9FIF+t>QlmxJhP0<|r^$^NlN&l8%)odLu}z>;h2xL28-C}v{4TpM
z8nI^8@arZ<(@&xTO9CwbDv?7M2({x#ONHX_IPcsZ^bLRst}W(=KD5VT-lvc5Oc<ow
zZjWYpUMJHX+F=0SiUNx<PPfD7=CYzM9Tr8y213$m(Ck5_Sd;H_a+9H_cxtvN5Tzfc
z_=J{0Pg4RgCNsutyfX_NM5ubgWO(Rf8HMjD8^6~>jH^1bWiiw-ennkrindWOWYEJs
z`*ySWXIb;_646@DCHM&dpDy6$F7@)Ufq_zr#%nG%f_e~oGptYka3m4uc}6l`0a(n4
zefl*xm&aFz5<09)hKkDIdkB555T}ESy&$RT#$0K*FRD$ebZM~o8m1F-VWpl+0`i27
z(G(_r2r~}@P_(iQfRTbI(h94VF2G+Ouo`|l<-2zIbwlxsaVJgp2j=RRN(DI;z}Ln!
zYgRoh^xx(R+&2C!6I!7vX`BQbN-W%4Dw>%zH1?xU=lh-$<?G5e;}Yz`<_*R1y=3pt
zj{=E;K0qV}lEn0G{_E^#4=8!F1JQGik(CAt<*N8aVUDX^m&Z79Zth78IufeVY<4L|
z6;i7=-Ns_L8WgU$tIal8wwC{>DE3oXo#K!GoNsV3#@t`GxVczyM(LehEh=4iAbn>i
zprLV&f8*4}k62awO8$75yxH3}FNi!Te8Y^^^j$KEJ!s8RKir}Gspx(wbm))%`Qs$H
z?9UtLt&Z`xc7D&v<rRO2MMcs4f@j0Y$y5P8im%E1Uyy(0RLd`Zp(15F{@V)F>G9gX
zYHDq4dyNU-y=<n##%A_w#!mF_j;4(l$a`4!a$nsNbst^lIuO6Ke4X(OthN)(chu;1
zq*=ps{jA*J?4#vDi}7g-7u7KT#r2#(8>!H$oJAm))xzwoMCZqFWUfl*>i{PuypWb@
zi6SYxxneXld;xq0T!8B@mg$=Ja^?=Bqua>Q5Jq94a1L4v$9Krf?~@tY-Oft$SG9vr
zKYiS-c*)oz#82s3*_aqzPAo9cO6MVa7oG0xuBF+;m0TLLxV`+%pp7=szn<#=8pjle
zGN+{lnRXhnfu$7WKJ$4~qfQELqf3T}cM78x;I>;{L7|m9LyHM2*VWCs8|LWg!x!Mr
zxLrXEC3X**XnZEH2R+?oU*$Fp29Y~vwok7Y&Z}#H5+Dltuzj5RXmdb8umHKE5s##4
zreOsmcv+z#A$|}Gdzm;*K*89N5`iY}|N6xZNP}Lla*JktU)*P2fP0e|mf$n6=$3y^
zg6GqBg8l^)phXOTX;lP|Y|;YlgISPqS6h|F$x7dEE)Su!P&-{aiqmCgTYS-;j6(wm
z^u|wHH>-y(77w1f)w^Ag-3n4s2F4oGUo++kUQ+H>sipi(<H|v^LFasv?fjE0)GW<L
z?x%PR8hhOOZNm+>(TVSeoO?CT%fVI|iu1~@n1AjyzcY;qL4*^*@4#H`=#s>FOK&6s
zNKXP3K+7+Q=#^7J4g5id@XObdwnUmY8EPKbbfCVizGZ8XE(pKXub{e)mY@<ih**Tk
zM|s*kfuxszyYzu^=V>Ib5IWH}@hEWcKN`a5VPeT$m3lr({(mGQJ!(;Z$eQLQoYoCO
z1Oa+p>&ZFvms_i4-4hl0eRfhK&6d9pxf+j*L;pS0r)qZeHrDP1C{n%a0#1ynhv{^q
z73Xg?&8R#tdBSl3jkxJ?W|bZ+pRO*4ptLn1#)UW~3f_nBE=h%2wkTXHdl8_Kd1D9y
zz0JZJbAC>HmXn8Vh5PI16Y+gyAW1u$L3HvvGLq;8J)UP1sPwh6Hzgb|EC}Ybsdwmx
zLny*(S5)~Hz`;d}ZNGZ$rIaJN1ewUXeh>8gLd0Z&ADsrN=Rm|Za4&#6ks}IJlqqcG
z3R@fWN)mGN3~D}ucEG_+1z!q=MQ88CM;ol+3=LTnpx^bn3iP`2^z{p`>p#)^(OVlU
z@fmjj3S`XP3HQ^o-xr3CB-PKd(zkaoEb0kvFG2Q&mhwk9V31BEVywftZ68-ec5w^4
zQU)B)o-1^Cs2n*Wn8eTvpK+JZK4=FaA$T&X9eV9N>011AqPAs9g@l}Gs?H9BAHeC*
zX=|mt=aE?Z@QnEeFa03Y()k)5DmxO=R_+$i4rL|Ly@c!eM>tU#f`P5$UCLK+MXCY=
zAtFOvc3s<$iB=T$oPs^S2JSV~42LrkmCrN`-~yUoN)*VLYN*FpzQ@=_phOKqaWFJh
zky|qv=sdOf*<sC4B*cXYarv29jnhNKeg4F_Dx66xiAecr6x2~v?SK;5y%1v^M0-=v
zs%J&2L^Yms=0wR96-}Rd2c$bxp}hZlh*rDKRKr|8^MW+=Ms-i;$=yfG_mlUU@Z}g_
z@;7%$yWv;D&|vd>DotrjK3~%FqS3@ZL(lGWUL%16Y}@%GQ(K;7-LBVYhB&2&Y-i5T
za<o7)N{}RG?<-OVu}!9<JB5ecqJSD11h_9ztDH4(kAU^nlYYVB?v<;Xld3Bl;&G8`
zJw}4uU0z!DC+t*0Ga1<P(eU!_Bd<8LH|6>wd}c2v{&dWD+9-_2`aot_hZyf@74ZId
zrCa6m1l3SxlaSrS9kjR1aKYuo`@KWR@58`T(oh!d^-N4+TI}AS&QeRcEu=1!6a*-C
zu_&i-Fm-_zsS$+^Y?xl`TcJCV6!r*A7%gd8wF()KJAE5Y!uIO7E^(j5$P+mq5@gj9
zeZSXjWSIQ8Ki|$B!aPj;X>!Vyu`jFo$IAO>-9n@ZMPv#7EbBj!b=x8u5MM7xqYe4@
zjY6F%!VbO^?1hS)PT)K`;`orHvud_YjtEd4P|x@y$jHfqN2Vl`>B8X~Hg()jXFt{{
zD+IXPAJ<|AJwUFul!gD^tWgqB5$@4Zg!@y`ginzO3O1aGI}eG(v9?E`A>KO7k(}rQ
zcKO`}Y^W&!??v}BTBSxZ$6yR_Up_2IihDdTp*+nHPjfry^1h40S3F;oySfh7U_E~5
zIRz932k(74woB?b(E^1DwcUZNr$3tiwW4+*At8PmSC2DCksJ4+37YhC+AK(W<jbvN
z?M~Jy$3;+Qn7#&s3;k1P1eqmr4g_MM@Q0%yw9b=j+FFRupyudIw0G!kD-RILCKRSX
zT_8lNniO4llHRwIC<(DDqVw?B2**;%**~UmOHf&!6)q@E8B541JyFl|U*h?x78NlG
zQKcrtTg&(Lxb*kJ`P>`*{iQ4h;^~?Qj<}dDoFXlt>lQLlM!+6&COyjro{F5B`pR!b
zG><w)x$-a)o24?F#d1RSZ{sQl#7SdSB5T@4vp)>JXQcSv>c1wpDr5LN_Rg`9<Y`Ju
zs6qEN>E(<!zQY6GxK|zkYa}FcqoJ14U>x#L9Q$A_M!rN}UW$R{W`^rZh8{t8M<B~5
z`tGYm-0Lr!?Tc<Fh)>zA1=(pv1&Ky~OJui8WH%kPV|;F$+`HIZ`g3mTr;xL&N>z19
zL3OOzl$phhwb`!+H|kP<mR&q7c+`*|?J1X+&h*DXZPwH@8}Qbxa=Q33U%AGxxg9cy
zT<IHq_Sp6Q*J_sgFFweKT6|1pVuDzB7O1J*JWtj&uDvh_m@tx@ofn-{oSjviomA|B
zNNH&Jil67B8xM6Z`2L&QoFp=VsrD6k6qydinvH?XtpfAEA~lJh>oq^$Yj8NEs1L#%
zunZS*xyA-W1283i$A3A1HjaucjRI2eHF%Mct9cRN-QqsZEAT+T4VgsLWHr@f=?bb-
z{M??YDW4OCMN)+?s>mtJ%PFG+q%^f^6ohLaM4YB1KMA+FBKFJnLlgMUn>Z5g7yWZL
zT5(Nm8gPrxoowqZ!1G9w`@lNB*8kMq-}rJlp5{Nf3NS?%NpC;qKJvZsGVt-I@R)OE
zV<|ib(D)i~UJW?E2Io}TVN3+|!R_;cwR_YZV0Z;h0@Ni==tSPyiF<k_O_7S}zx3kD
zO-<|GXLVe{upPG~4H_!VD);)(YhQ$l!dTYjWFU6x5sl!NUkTNWMdLZ#M6f8EITl2w
z1Ac}vI=}Jd?C-JsMVo+(YD?4lNrN&TS^C`F6Ug$<w+@#CA?pE6v>*lNP{mJG7zL`P
z%YG-+{5ekT8!zctJ7}I7-C<gQCw$Pm9+xZ1_`u%btw7xsnR|TPAMz9~!XSf4gl4!j
zRpFDt88;re-E+omD(usV_;5K~9S~k082o55Q}u!k{vr9Q%{3(iJQ(hQMB=fiCX@*5
zH8T&k{+CGelvL|nIUtvs#f$+oJ@7kQ=vSEEtee?%Z-`m|4}1`%rz+Sp5Es{yJp6lW
zm7HvZo;J*ReVcmHFymeyO~PIF`1~f4oTL9`QpT=Ym;neBN3nG)GIMFa6T6P5&B6I|
zTwsb0W%?e*aGLZw6c9GuO@0Kc_Cl~l+M9{fa|64B9v)ebfaM0&xENp5_<TXgj0q}D
z4}RPf8b9-!ao3OT$&L2+9KPK-EnISm;qC<}VH;W+iv}4@vyAHWEZ9(Nq0e$r#=BlM
zYgK6}7Eu@;_<&&Nu)Ot!a#E#oQYoCgcepv*6KI)4GT`i>RNkdPYhBt4+Av6@qGsRg
z<e8_}5sb0S84&uy-8>AMRTvhJLCLtAOXHC!=9k~SZ@Sm#UoGte1~?Z}TQAcG?&fj>
z%F=E{eF}3|ZEU~%wsm(8t*TniZ29;P2i`S_3%jaLTFnWaAB0nOJHH?^ZHZ?~GhXYg
z6u0?b+>W|g$NsZ_UC!{%-{v2MPR^YSeB7OfLeJJ$R?xR^pUJ;VNTmAP6B08Ywti8j
z>Ua_Fl#yzF5P`yI6AuscpY0R(fPYzPYUuf?<Mg#PuhMZlYnj%s)~&9!XASwJ>G8K-
z)7CAnu9U}BI|G*_3KhcKMnZGJUJ+dSiEBt@J}nhqv$&VTEGH(_Q;9UsOr_@1`sO^I
zHcgCp*X1leEI!oD-xn=g(|RG21XV-8wK@nLbj_d?jzomoGPfFgj8Km~h4wBC5k*76
z>LCW-4wsFC%gPef)LVD|o;p8Wnf~)?Ug#ZZb}@8b-~*`(TRbd|n}=_{s2X@aU0`=r
zLauky1hScZ3`mT@Je**jRWL6n?tSV(#s_`v+4qc<LPq7As{j*J#Y+UU6QIZ~Z3+NB
zSGOq6urfuf7zk&2(a?fqdG3b(9b{D_;u6=M%o1^=(7%q9#aZ3uf2?scnSvot3gB(f
zyGcTkfT@#?0R6iIX3(3*p_Byp>d}4#b}*IZJ8pDTf(E!^7dz>tTL0e?U>fG*w4jAx
zuP4(I0lW;P&*KE6-Md0rOsJyfE`P5U&Ga&^X-(*tw+_2Hwcqb@FrbRjgkh(cG4OF*
zx+m)gtCQOk!H0kd>C5e)^7~<JA}voj<o<jsnQHLAh=;~m=ns9)eXieT{d&SS`HL-V
zV(>u9`F)q}<8QJg-Vbq3W{*PrpZbOA>Fvu&v`(Jmu4W`M-XT9%T?7NDR!D#dtR3(M
zBvQFz{&M{a{W26>@&*k-oXUp*12V<zWEle+W)Jp$;PO{BQ0ysG=<bE~f2!FXxRP`U
z#8o7VxJtq@s*hr&CUAa{PUO@9p@9!=Ts%7B`4zTw`zbb%)#eYN+eIY2x@tW8ubcY(
zjQhLh_^JS8DogV?9-te_nRd~D+;9PmjzrCLf`|@d^WTy5V-KLk4`Y_fwz+0+y_uC8
zX|Z+<swzK9DB2PXn%6udG>-2DOkdi4ej5;c*hGw0KyS6osDw2>@hfu=%y;xIuKD}9
zZ2c>MdOTTK)BoaWoc*qt^DxDn|10z6-JiUB=c2AyTk74rV`%z-z&cfq??q5e0V-nm
zaK8tTPXU65B&sm|0vKqSB?mAv(C;wK)VMbSd_fewC<TP$YKY~ljpb_@h(}Mx6LA~o
z$#k51P#!Ge$;fRt5zfb695Kwapg}q%B#OKHBgCZ>gV=ZQa`F?o1UDoKOI^Aq#q~P;
z4ZtQSUy9(%G>X6U1uP{yz-bNe1WCuja;&}J>o8h}zwIbF2$?uU0?#C9YamqAE~%)g
z{gWgE<Gwj<nD;((Pq9n&;-2Egy)TnM)HX6Nc?j56&C*i)zjqID7Xj|*mR`O8UIMM*
zXaTY34#PV*O;{4QC@G?$6y_#h37|wcB}f1F#SMdl65@+s=OA`K6;eC3@BH>51z)zi
zqS!zJwg=N`d8hM9tK9y&kB(t9Ea&s64z#BLSAbZ))u%cN`OjW?0ZUkcZ+3V7pK<FP
zz|fFQt$tg?4njTRep;&PN8F)3z#|WRc%soskZkf2#`?J)K#vdQ>Id|HMxOuj$6+nc
zA|Tf&Sbzg&u<Fpfgt62rd3#$j-*LaY&A`YcG*sQrewDyd^T0y6?o0SxyKc@@W`@-G
za5v5@*M%w%+OV|Buu5AsNlPI-xx?tyUet@_YdMP=CR7oADFr_(DgT@K4HgZ%mgUE*
zGDkQ6#7qMcfJxa0uhwL*e@$z5s{milrUe!Nsd6wt`5>(*IWGY^hoSRBE1=AJn~pT0
z(#6SozDV9rd?8N0qcOM6bM7o)4Q}|L%`twvr1o3KqGCsVdg5UFO%J7yjU>z;U;e2}
zmf!-D6rMoX%W~=zrIM6&BA;Q{eaWkV`5XqliF(}oFOw+XG1;hbT(VyKW-?%Zof_`)
z@8H4x>c>}0KS(>;*U3GVy63Gm;piTyz(@_GMs10BWS|FiJSjfM_pYv|z1n&^?`H$3
z{qQf5FN_3e(He@hUmj(>2>D6PC*s7V1R<Y6uE`%49jK2e09q>iB;mDh%Ina`a55AZ
zO>~0q_l3z&Q9%@PL<;Z{AlU=()eC(fYD54ai>sMiRJH~7^i+>ovnK!RKgNehIKK*v
zxfj*Ri>gOJnvw(Vk{u-}KeWQC0dj!@utuE262e4)Qf!tPlaF{K8WRFW3{K!Y>9s<2
zn&oR}toSU$2+~h^tZTCHK~wsN#|*kp!UWQayfjj)`~J=jQc*(Nj>Cm_iRV<3nJ(D1
z9%K-~PFaLWzxt839A$688SyosSh_>(;{$N%>?jfJw>02>5Ew*y;c*aEyhXRr#7mJ~
zxpVDD`1xoCwa|5f(9@%?$Lw02DPOyAUm3o?Ul5A<yPo5pVfSoTs4}6_&}0$bdmH;P
zDvfD?cYA}jozrk%7(YL)Jh@4j$Dtv9Ur-vsR0gd9oXKkP<NERg;*My5^=TpJ0aVKr
zy|}!-#f~9?A7B^Pt7P#{rdf;dgag)tf3KJb@w2<F0TT&_l}YV9e4;)T2<f}Vh5XV|
zD3GGL{D+hqJv7*b1Mu&swAhW}&zlAudO_ENB#ChA7-o+sl4bCR9LT5Y%1^nKjh~Au
z3IglP{lcxTi8=|uCWJr?dZNKC$)Tmmp-o>rbH42AInEln&bmsTGIS!nzkjL+4svO}
z9~QSYlb}gAAz`qOZw^3Vs=~$Utb_=RPqa-<qJ@^lT{YW>8s_&EOf5$29*)@D9U0R5
z<M7kWjXBso_Qn0KW{l=9?HfM*FYZ0ota&^ObH2~be&y)#j>W|?PDF{kr<`<cDwlF9
z$NiYtL4Ey#b{)~?5mVEm;li!`4eL%MN0HJ2=O5rXFK{-xJDTt6`ty+EzB7{qBIOz{
z;Cp=rc+de99YE`|uQ)p?FBtx;q6vfLI}_ggR1Lm+Z|~J$ee;;&9%ps^*P@LjLpL)g
z4s&~sm)A!++L@x6;^N7=62K0-SeP^1j_fSJ_2lcT{)b3|cp}8fC<Y+0>~!HX27j;+
zMRSif1z@U@I5S_f-^4>*8TMSosFmV1fhITl<~Z7^rmPfP-inkdN=)2Re5Z^N_v8*O
z0XmoxXn8|}08QABeF69$ZogeEl-O|noa=Ynr~pT8OGUd}=j1soS8K>bO9-vJO@Q?G
z0N}`|X%(D^Gk6VDKZ1FdFReh`>IbtLi<UD(Sb#vG6lR`l_ZW!)F@T`bd9#j$Xyc*s
zJo-=KA^%C@bwHqw6BRYAEe%B*O6c$aEU^@95q{&Rj3Wbm5)@`041D?Q2b*R!B^sSc
z5-!zqNa_0p5ydO%B={|9@7sqiqeDJ3K=JEK4%lTu_scsacRdD{hthDj)?ZW?PH{5V
zzP#ppX2#yHacFr(S<X5?*7EnclBZvcn7AN$7!(Ek10)N_;9M`J1JY7&Z3LbTi(rcI
zX1&dD{fPWYZH`U$U*$_*^MNm-FtR?K0b&p$4;UGBKt9FyU*ub?72)sw0Rd`IrMNBN
zfET6!?DPv6Jx>v)TvtF>589f__V6fr52%o6mrrQgkUUtl>O^rDIf8ZoE<gs}&YO)9
ziyC|nNO70oC{WIlBPC}yJ9oD-+~3?xz0hfB*^?s<g<uBg7GNNP(AT1V$!~NrTkrXl
z5#JeTBwjA$f}6##N=2TohKDM(#ibx;d$XP{#K%n1&F~Rle0j_1a-ihIYjo7NM~>w2
z47n1Z5--T!mHTqS;N{oc_TRrCS6zTRF*?C%R0KF(!p!-3Z_(d_B<T<wMWTGn_jWhB
zHNP-D#g63fDi>U|R=V?{YE*4sDfrJf-7bdZ)r(b=v_1kc3Xy<aU}=Eq_k}h1`1zO9
zjLSD)j1E|j%0`7*e7^5#`tXfJ`3;VnO3D%l%bJ(|Z%7wQj#A&QO-xPCZT@LcA33G;
zE?j@ZgH>&!PDg#3&r~~3j}mRwda<w-`UYwM-u>qvHu+;etZFr^WXH^^M};mF%?CfV
zJN<W-MF*xJ-+dn>hdQkw8-iQhT}k6EWP_5kh`z&#w`;9+byO>>3ABFzwd~WfiLC7W
z{qz>)^cF?FFpsNY?uyiIH&R*IpSq!OFOS=;wbo&-K+MuF<WG0_27>RM)-QKBub&;y
zdAs!6Np=f=(il5L12G0?#dk<w9)#IlIyJm>W+-=RSX^IWIXh8=9Cy(gb3=~0At(L_
zZ7wjJx7&!f%YE1K^L@+DbTbwh^UBRntIR<7(GT*7Q<zJwM&%XFYGw3~xnm2He<~fi
zt?3_#9oXO0cgVxEu5U;=0n#op$4=nGiQhBAEH+_6O~##T=dneHB-^?K^8s{h^|WLF
zYMur!Eq+(xC_}hkc(I9@Y0pA%4e<E4#iIi~vX72(YE=xT?BIVeFknhFrZ_BheEXA_
zFf@m3`AcaJn?Zm1t2>Bn3UFc~;u=q{V^RPd%L}M#0MzG=Rm~>LaG+K8Wa-zhPk(!m
zhja{kPL#!+SGDR%eaGr|?ZZ$(N>sv6mxG(1t^$Yy(Sd#d&Uj1Zgk_?^KTYiyU;}o4
zlc_Rcr$ngO`X<e{(L_VUe#tHRmSZm`?N-tEjyu1mP;czI>f<+Y?JY|g1v6KItVIHb
zcfYz=Kff2){{5jDRy}~^@$X=kmHV5g_GE;pdL7Z8f?cZXntl?S_HW$7rWr`_K$zP<
zon316kNrEIMFjV-wI!+@2pAj-PDVI(`w%v?wNwY>F(Pw;BMpBP1p&nVE1Lj1-%F#Y
z6Fjw1|0)|HFnlrVk=^}7?VU1P+ay`l&ZYr6%IO~TdxT(}uK6ie+$W>O!R>EKbt~I(
zK%2YtY8I?|(DUYLefn|TB%Nd6)a`Yltv$muP0)R94HC{{x)w#CEbkfa`^ESMk)=>c
z?g1;g4y-+xUZh92?Y-^i79V<yro`tCc`|={OA+k=iE&3J2+@2ULO+<ahhvJ{<e%mp
z&{iH0t{E_!NpIBOD*l;vP*Y*?ZvIit4BPV-(XGZ3{)UMw&nrBZ1aqmm=(VA?KNF1N
zcAN0lG4&T!?nHwg{Ly%ebnR|z!LhG3KM~G#aq1di;%J|{^HLEfXFOD7G<laL;+Snw
zQn+!+hk;SK7a4-{B0TR;5S*J12n6ruJ)K`|6zxQdi%p`%!{OxTyN7i2kF31y4SN#^
zBiV-8f&x>xk%wkE+GY-orXt~=iiFL7q1l9*)kPThpr&DL`nvWJpU42E6fK!*@IqLD
zgc0KUV~QF%HlQV-@X%;92EGWyZAe`@=K!TA!QR}8zx_o#l`obEwtjj^_R@fmx&0!G
znHMOD&aJUGmSJC53tgw_vxf*r$?`aH8wmJ0EKp*30_bU*5!zY{u1`H#mf*ns_<+x?
z(VLk^*yWc-60#FR76zD$7Y}X;|FZ4u(TVY)2}6-PKGyFy?{SWxL21xDv2ma*8K_(;
z-j=x#=ADX!Xj781WaWBYv)|Nkf6djvz&S3G`tLL}G@06%m6pi-uuA3oJP>CeR@6qI
zt7>mAb@?1+Pal5YU>~}DBMIq8;CV>?;0da_ZaOV3mM(vy?@#xf)R7c<IgSYaeoypC
zQ!?EUH?Rdy*kVZ9ZCREO)0J>ZUO25R4|{ym9^>x2NIG85Djc?8VFE(}Jn{+y+C-X3
z-J6fu0EMtAiiQKg<SHvYbF~#pk_3MBqA1=or65v=Yx*Kf-fx=Ag-;>adkQ7%+MpaO
zp`ZQ9v^p0v%?+>Toj-fzlZKjXUrcuo;$yV3Y-3BKr4{C|yaM^0N?TxS`h;^|O&^cE
zVr&SbD#-s(C*qhx%&|VNid(Jo?HGYHMIv~1;P;2L(bT#(kGF#PJiA|6x{y~5zu%GA
zIw}9)u3l0BwtUEp8L<Che?BB_ju4?Z??$Yw0FTcw0S?ILB;A@4GM32r(n0=FG`RZ(
zgejcoP+NBeiHHn@CnlGXFBi(arF-^8^9o0FOA+JW^9ctrt{O$SmNB1?Cx2;4y*(bh
z)jtS-qkP70H*cX{;xG2;jo?c{QEz!{#0pJ*Z?8ZuQ69=kFV%)0D|ao|cJjxky$_N5
zARe}oq4ju7sIGs0E3C)h66M0=Qzov^*S`1k`QEI<Msi?QrHvj=>oJW_JJv%AeG8|a
z-tI%<KAt9y7}Wl=3!z#V3~V2NYzWQmON5@deDbJSY!ezj<8J&$a@MxHdptaF>GFn`
z#_5UYq=kT;kEactm_`Craxg`=d>LlJnwWkeJ@Y|tq0Cq}g8}oO<L6#2dk?t>75`Ea
z*iB}(t58p4EE2m_5|J+i8F={(3*p^J)vIg%tug1@GUCt|Lw>6*a*+ky(*o;f{+{qW
zAk*9BB)(ea)_ji+{Jugboa}vsd~hg@ZHm4V(pEPqi3TVTW(qh9AU~K)PDe~gKihy>
zENBZutQM(=9R3<NApZ=|;zhtEP+CdXP<`Rsg-&W@DEpl2r<7`ktY4rTH(FK1z70zk
zPe>Q{NEc5_7Y|4mk4hJJNEgpae;IQ3V%}_>TtE|y6@U&4$vx|S&-h`_RFjN$amzLK
z(G7Oly_{DeMYQld%z~-N?-U5v#iqAQEAR)4U<n}L7J7f0_Hr|=0u=^`U^f59(OCyY
z^|oPn$z5_6X;79HkQV9g?ru=JK|s1gq$H#pl#=f520^+T1OX|@mHp1|`->T7m|+Ia
z+4p^(`?~IKz~cc&+L{GrCgf!yLr%Iu{|%J*yVU(^eZ1~8y?~G?us^(c{W3vd?S^b%
zxPO-FyuUjHiL!)sLdSrA(=5p0(KDs?ej;8Cl0Upuy?}Dxt!2@6<n#UI`o~qi5iVbU
z-!amJ6FMA}gXf3<RADKsb8i-EbD{Qd;mQ4<ioxozw4P<kBqMQBbRR$9rS;1nUy^zx
z?@9a#r4%jHt46K!Kg2ECM$lx}ha&2^YjZLiy-8SeSQfnhEQp#P&wmK2y9vygQ+0c+
zuW@HWxA&n*U?T98MV{LOJX)?zb@W?LdN&SOa-zKpL+l2@s}K5BbN;LQgV!BO?(aP~
zZ+7pMn~1`%4_fD{`@2#Xf3N=jy^2CIch%hccSJ`lo$V6u?Gm5t5-VQBoL|J>+^Q^5
zr4x`C5>fUmtCH;Rl`1J^8C3RSjy5R1p-GO98I<x56w6v4uRJX)JF2QWtE@a>;&6Gz
zX2;CZ@DnE!`;tc2H_(HivoU-_LwCtUW68{f$JmIww=8{M4^A{sl{z=6ury4uG)%dK
zWA2hTmt$KhwA>@QJ|aN3pPTCTWAww87pQN$1C{oJ27|wb39?WYQ7DTl@U2{|2$q|2
zNlMXj_19Aly%GH3P5nu^g7v+==aH+Go0*S<i;RQ|ac7jopQ>I960g@de(5qIjbwqK
zLn)ICk^N53eGyi98NTACI-Cavaw{jDlJBV{Y{Vs#`wR<pNnd|jDk;>qwk&CDzhh<P
zp2qRKf3L!RDaQ1=;GR}4^UHdA=1gMdLSp96^e?QF@}F%=nCo9_3mCK@XpI1zjr%p_
zYjp~4ZiXYKo%iTs5UrnX_cG5?%;p9dv<FYB@&~_YDm)c%awky{Xuzm)p}tYmiP?!;
z*;^*dG)w{o?e2Y&>XK3#eSIGNwC??M9{ok`bfqx*py=S=KDHSIBS`TZGih_6DoFGV
zw<w#v8pRu~oG&S|N|DqhXyiSVxg?2V(hMbX4A$y|1*mjFg5>{Ct=>gx`%2nx=g!e?
z!EY>|Xb1ql`z50eJ%bK|)U%4D8_6g;Pfb*6*u);XF7~CE>+CH+WnkAo8x&B$^I@(-
zXk&<&=%kb}kN!;ECu4DsOKtr+_T0lN9s>c@5txi!Tgdbu5CfpnPaBggCuOfr-b!J}
zj&gSUD{BidSLJ@5J8__Y#fd*^5Jj9Gr0#Z5a0FU>&U$?B1$04R=pm)Rz~gxzWxDR3
z5PvQvjvOTBtXeG=7XsLat*F<&+vH&|8kqIPrv+JcDRGP;_iw(9M&O>XEF@5=LbZ;4
z4$ZN5mEK}1z<*0TZ)&^f=h^&-*IdAjrVN<|&lF+Y1E07(m}}G^fFk@gFZjSwgY0b)
ze%HojX+Yjs70<Vs?bs?XkGT@nn1OHG)xtI78!+eP*7Lr}$gf<*ZH+OfUY`2O8fyd=
z?9XqfmEFKh^Rn_1<I_ocncD`nKw*U##60-fl&;(J3;^^_Su-GpW@DL01wTd8O+n&q
z@1x$VN!d?HSgl*U@lzca`MOI;5=|((t&sdHrS+-7AeJCH@~UZwG^^zQG&<2D2qQ!_
zk?K^j`izm9Hdy>RW8rb)cjrMP)vO9_=hv)&gRFmF8biJ|(vYDwu0L=3j&J0G`-Tlq
zzv^%DQ<O(e=4+?1<jG4y^FV4#DQpNW&Q@qJdo1HoM=OCLXFS<J)O%X(5Q%f>WgD9N
zf&}?hO}3A;sh@Ulre0k_8UOHn2L@h{#w-2;!rZx!>eqi?{<Wli`94V|=L3NXC3TPF
zMA>mjD1R}GDiP;)9KBw%H$46IgiT+XvWI|4S{}_0<!3MHkZ63lL(3}PKYc7MiCh3}
zgL1)!WG&Q7>QMxQC|Y|F`H|doQuef71>t`zWibgM=n3M~I|}HMsoD7|fIqp6`E?0{
zP$wM+4jt_J;_~P6@mN3Wfg9CfgZ^D%<wd5fk5sh@AGr(KhB<e)Bj={(Z@s<a64_w*
zyEKNM4w{2Wl8uEkRcO=}C>Y^?=NAt61Xs?k-**D{zTT0o;a$3f8x^GQ*|awh<jN33
z{O*73&dj)bJ{_G~1zla;aA*pgTX-n_cDUG27nGavZ`0!n>HV~X6cI!Q;lH?F-MfZk
zMh4E#{8g$rb*R7Rn`8?*IezeP`C|qEAA+3c!)LjhO^wJg>&G!mpLaZgD5YV82v4n9
z4o6*1v7T!OU^orWP=@y0m<RuYli@<+WLv;zNDO^C$0oDo%<kIdz~wpgY9s?f{##J~
zjDMAGP@!f(rDi~}W&lK^BB*L+ZIKoSU00lpiYyiy_caRQ4w^&xc^y%9gj1h7LRbH{
zU=Vw$|1gp9_o41;*g_LWTU*!JAEcN62^6@%T0Q;RRAYOp_V|VjyqViH<-b_(`&^B$
zya|W<f2;nNN^<4-eMecuC4P_}_rFYN`PhwKDpe`F&{(<PlvOSX+6nl5-uvZZ!}=rV
zW^%JL9%N<v(Y)zzhk(gyJm3YuM7?4f726Pox-)sfUfT1)#%pUGjjj}F>3m%D_BAjO
zs`+y`d>i2Ec+=T>bQ`a{A;jb5jhq&${|6EdzS(vf(dOHmQvR{Noa^`KyN-a$xgrOF
zaSO^*l$QR})*gJQ7HP3ZxEDl*_%#jM4!YX{opn<ia!xnE1>bC}F8aANJ)SAQw50qh
zxRL7!KG<d(;U8Nibgln4^=>$4bjthd7FUk<iH{$}J=`?Q_TMtujK77S&s^j-_?0a@
z@!q1?4sQ=C1-wLA|32F%J;s@gsn=Z=D7q^&{h%{!w&1Rt(x?=(@>|`nptQZv+$;qk
z4pCVQ>Jv;vjZKzJQ@)R@5`R0fIE!bCjZwtGid*e^-52zzx+yM}C(f~XYD91zEQKZg
zIwhEGBhaYBzsa%4arvOp^A(T)cf44wi`auVp&)A}ZL&xOF_(EviQbhwf_E<J?n=Sl
zw2o3I%{FUtym^bkEsri2!mtk$+lL-OOOdJTEf1SWD*tl`0&xJ29r&ENit<9Vr5--m
z@_e{g;yFdM+%HiAgiY%e1ZPu0n2HNJ;IOk8k~MYMCX92cG1W{7)lA+40<T+T!)U@c
zU;cQ`{xf;fXu2T`9E{wh7+^_^;yoMwb~el(-*5AXJ47RVs}L*h`0y(CF~>Gzo%D{2
zFKCOz>#UZ_ul>;m$%W|WZNTvnz64;>?DOW=n0x6sR3!H{Q$i$LSg)t{d(oKo@^L8?
z+_InkR{K7bnfo(mzg+`Y^ZQ!eE?&1B-Mq@ZlOHCW`4BFrYjI&t2Bfg$f+MJ(jp(oU
z>SI~1L992T%{ODWs~HrW4@(1e?ft{-{EVi7n~KPb8?gqp_20Rzt9*Xnf)3((kMzJV
zU2fGXZ{xpvC9M5=-nOw2)Y^Jj*t(nDwIBP_y-<RWLvyMoyweKzt#biATXIHCGy2eJ
zf4`O&#vu4KdYxQ;eH&ie&*2!Qc8;Hy{~{$v$lnX|9`p1PXJsGfHItBA=vHp<)>hAS
z;;BV}5S^sAEGk5T9+!aN^LBe7ZAcJA2I!pPzc%~tBRg{s9vm9%i$nCQRa}SEl`t4Q
z7mt!H^^PdF&`0QSYfP*shb#_sC8f=i2$fDM1L*W*$v7IIdR>t1i#RnW20<2aTvFV#
zv=?adXarl&)h{hWe5j??-Ufj};qKGGU>B50yF$?N(b9%xi;JHNDdzWQJ4g1*pT`Yd
zRo!?dL)|F>8!Q4DA_eNiM09yn1*XGy`;OxRF9kfCgxdV9r{34C$LCB<Wc&RzIm~&S
z^84NS_!M!w+73d&ZfX}fsxtlEZhy)WQ@Er<R1=i<5Ev39PlF+WJ){bV(|(32kkj;L
z6wqW?(4+^6{|DmW)9$~(MI)AuB$bsRl9Qu-qG6}FfWiVL(#6Q`!G?ykB5WUXa|cG`
zt48H5tiHO|Y5FYNE!~F%!?|TJGIshZ+X|oCxj6?Y<aY3wnd;^<0jolpf@hzhGAh6V
zR<>+J=J?nWucR0+ON{Ie3`kLQ9x}_FNm`>!*2fFXFGE&-l;EG2h6x|T@_2C_(eh$s
zD9cLXD5T*SCjiQMO+W?N0<XZpci>~{EbgAdYpzkCHH%%*4%{m3aDV{qg_Sb_IdV``
zuzIYsy-yIHPYM{RBT)a-kovi9>d&|@4=Rm2>4t8`vmn8*8jj`ra+y{RV{QAGqoKya
zFA1rt2$f?n=uiXUX|p>0_C?&8<+gR)<u%cLqeV5BM-!;Louyw)SxWR+$WwS3>$3)5
z96+ERaR@Xcx1=(Dm9)Hqg}jQ&Zhga`#{4H=)qkh&fnbaaL$u2<gcI4*CTnT@_nYYj
zjoD3Q%lmvplEabAImlbm8ecD45%Pp$vq>iQhdo$IoI;h^7zT<HZ&d2YESqkv$9=~%
zMBWp8`e_@dYQDv=Eg*u&gvG2p<aWC8{dnUwg>9N)vBCYkwhui8$zM6`sro9<v%0P_
z;}&H5Yh?VA>Fk^*2_78+6ftt@yGC_-YRMo<GC;tk>Rlm!#$-#O$J;^R|L)_i1OM1B
zamx5ND;^ycOhA-moUNN<T5l8w|EwYxS7?E6ovh1jcRxMqUz0h)m*E`iibLIB7iN~J
z>w;|jk=d0QWc^m}rXSIn&->(AJ3gl$78rpRBigF3D>o^h0BdyVpL;*vJwG;N@CiB?
zf3<L_A&q0+IVa$9Z#>KFv^0XVQGL{zo`=xYi!`yBT;y{p8mBOB+=?P`d&;K^y+twM
ziT#5^5utye<kfUR_)%ow5tP>ZFTDEDnpA<XxHjPVq?h^Qe&w%EB7Ph1MfG{kE7Hv-
zR9x0Rj5*~Mu8IXTKMvfDZz2lq=k-?G?Yoe=?M}R(exSVHep6$!x~Q{r9Mw$`n?RxG
zHzQ!T)`gO|)Q`~@u7Jpnw0bAIE%P#rou4E->Ktbn@jBk;TO8_L$QE4v5~BwY1A^`>
z0P0>YGzf%F3rt-zD)7l);rECYb1Z*jOTU0x?@5hW_`!Oh@<5iyIgj5yk8=+uwgp=}
zgsnQjSKpG(#@&NaLu&Tmg*?E1{E{QnkuIf)Ag+l3uZaM={oJ?RHN!+dC!lmmRNEG=
z=>VUof9du-6wrsl<<XE}zo5EK_&JpLrpu~nV-Tph+(Ux4Nzsvs_Pam`xA41C$BVoF
z9$ukCPQOE#A1CnZ_Hy;~_WtPI81CIzB^VtCqPUn(A=L2aC;0kf>%I8sh_I}p&R3u5
z#ECLzM3@1-ij%r#R}|8)rk^WI$2RcdVd)%bqvFjFBOALWSq<+#T`;0Hb&L8DTpQ~0
zJhaE?HS1a}bRd^fE^zu)W_YfpKPjVp4<~O#R4VT7OIz~+PG55}=e}LNU(Bw}Qyd&N
zQXilHA!ccz6ap}3>cTFU^uEfB=y(SEGi$AevYfx(R}7_k-k(uEh&Q@Oi>6nHHGOnZ
zlvEEnQeJX1ZfZyE%tjmG5wvkBrjB+K&}!~>?|&akE`*(9$mmT#Xa06YZLQXN{gdw!
zY6$0b{j#JSA)>|)pr5h*YjCq9AI*i)d#F0{k&_97qE5S*AK3_PM$WW;$5B6_OrwE~
zNMH9>){8vb!s8%%Fm~Kr2$#Du&z|J;y4^f+k{GZpxVKrDnpy50om?JVpZptK@u|I{
zzWq~jdwo$<a#&PR*tf9Gw9cHgoVbMVDu8oFHGU?S3Z`c8o+&9an{{N|fic<d4uO^7
zXiQ5^j2-2JKp|0w#h%$K>RFXkHB@$%wh(iEJjwnVi)-a8SjsHY$?#e!Ik{wV{ETJd
zjBWHq<p?DMsfwnO4cR`<8=X&;<yIs<5i+J$pBI<*Jb8V>v;tC;miIIgF6`tRuXj<0
z+-R=CTMoj*JyC0-1gG4vY_$3eNEa&4$v-_mcEt0E(G^f-rYvJ2XW^h=V*AB5^@n-l
z_rSD_oLf^BkCD-rh}7?FKNeCCf3dg=v0MpKpQ8%H6Jht$8akyF(mzB0ySD8|d@sSs
zO!D`1>ndmJF5#>$qt?sFn@vxfP0V8ZF;)I!EXmq>p~NOyYgUHYE)=LzmE`6S{YaVC
z6ZdI%V9<TX@&guEqe5cnXKH0tqObH=NrVnGn)F<s)6#ns#4U$k*3{VVJR_@hYe?5u
z)PBF;J5pBzK^H@hB1sIrLRBz-0%1_7>xzqi?GB2}gVP%qKYaN1A*@5wKT$IvKvP^)
zbX2s<^_4@pnRvOGIUrV(FGI=SN(tWD3*G{TQqssR;L$-xPTzsl^^L{(&!KK1;N37#
z2tScpOw3D}m(=Ke*`YoB(y%>aeP(t7HlSgch2~t{a=PH1rnaK%dqa6;Ut336eMjpL
zj=Iv0yaa)@VL?psAKBxZfENb3?1Y5-iG(6T!cdZ)?m}I~o#*A7$TTXwECP-(#gsjI
zr7O*M_hpx%bCG>>Lxpo+cjmq%X?xlkz5<@`jFmCg7o{u}^(^h5vS&?lR+Z>jsX0-5
z+42S;1Goop*CCX1=$sX^la8!e#Y=7q{VYW^q^stn*mr_#Cqh)DtHjIJIg63*mNlBr
z;_raBu%5*O2_}i@u?>gdvbz!-&Y^C>*&P`4go^nWB=D^QIQfEa8u1f}3c0Fm0ofmF
z7Nm!UnrPSe+chR9bSngOoYKn*`Ql>130exSFc}F$wdC(XZqt@3`PM3Vl^F$=koH22
zq}cdm=lPWPfN1neb$pX4g>KFt7s2`O{9luu8$Rmkgjz+1^cdO!N?MXiKAgp@a0kU+
zMYJG=DU%epgWvk~mIn=qqA0l~!eqwWwy|ndyLxI6rew+EhG<^8uRj#YJUnCX1$lBR
zihd~A)>|G|MsvUX$~q^3jTs;_r2pNfax~*N_JS-L;DuBPmdy+a+RD>i%ylBpb|DNI
z#k}V1Xsj@)b9i`Q`}L}`PhNs&ZJN$xc;zRbqbHx^UmoYbEY%X^4b?~Xd6(`kbUX0t
z%hx$|$t!Jdop$Ibwj)>aJyWNP8%eh9>p>fT>yo<XdW_Uv5001XHN~mZqXw_Z2`~`w
z;6#9wm7!Vg5sNOXc(!8rBA_$Ai^eKAUOq$a-5a@gtdf-6Hw5%kvLfClV+JT35H1G^
z?YG6$WV^05gvCH7x&<@;Xz^Uh-~}PAL!so+XLA$+?H9*p3YW~#>vG6t745w?#$%Ec
zqFf4Lu84mV5ygVqIgTnkj`$2pF2%ksW4s5X_z)aR8FUY5<N_5oaJq{wii1d7W)p<S
z{}~^rVrEHaeU(9{S2bNGCs3({`sDNRJVv>Vp}LzUZL=~BXm_cG45ryfkbXdT7;j(%
zo-%}N#pri1d~c^oTenZ_E_3|QTyhjI``5zn_qP`-KmO*J;r$iM$h@-%JZN7&vYAaz
zkd-^Ty$vW^M4B#Mv^U*wc;;;0TnF&+Jg8~CM%K1m<|#QKTY)A44<#hG+Z{BFZu7_w
z-s~;>vmsz}`R})<kRU3m`^A}BfYJ)Pfj*qs7_QT){6<SXHfqGANHD_lE!A9ikwiyz
zg)oY!^NMKm2CU8@$hhBVAKS1@dPq)|e^Uw8=MixRVHa+HHoj1=x|6NCD>r?T=|tSR
z-;-hwrs3h4z2OO5U%HFa#4_qifJ7ZU#>sE;@D#{ujfYwPl}bG@QdyN!Sw-{w9ng3{
z*?8a(caU{+1J21w@be2Id+~4fWTLye3h`ri_~}pmH{|b=GNjMJUbnL|h~(1M{lpth
z1b%Gj!n}VN-ch7{%#w;rG~h3DfqN&Ga_~csh)pN0>UDX%2hGXH0F9yU1qdYk+N%QL
z6fVxRdFtq^w~27}9`_R|zkQes78l1J0@DdX>hIo_A8sfk4?U#1O~~%oe=hy`GAz+;
zLWP|Cd1s^a_LfBM&m=U6Tj>1a{hug86L`G0Kj&8|iupj!uMq}Y@G}+ff^!^d@&n&M
zvCZ3kOXT8s*sWd^yeiJW9i^63`f~7BSR;Y{-Q*Zd_+egC>>Sz+ezK?n)4rzW-{s5i
zXOc$48UYtqseKa^%bg40Dfs7F_^<!s20FANM&=|%fztcb928yr&sIB%=j$WP3k&Dw
zbjo(suRlGAOt({{(ii9V<n|XMsYyO?mJ6==T|x6jj48@CDQUyc`tM1zEHfV&w?{G0
z$ORrlvprjLePkp%nZD){YD_^s=gcuS+ehGKzdNEXHYT>_wPu`W98$-ZA&N}Q|4Ddy
zB;)RO<@R1+E4X9M@zlf#^no)i=PIcF4Y0mmTI&4{bV~~X>$G#I`P0_r5akpvZ#-`k
zK5t@N?W7q0(h?nc23SsLm~>>Jcc!K8$Y2$(o-M0;tjY<292ukiaV}?<_w%Yk>^g~f
zW3go=Z`UN>iK1=hOAV|clcM0k1gWuu)Eek!`Hj>aK(b!Hdht)AQH~pNCFyXsmU$FJ
z{-70!Tz&Q<be+zA_CSjcVIK8dffMU(cHdZgE^&3k`Mg@>;(J?Mmo?l&#-{`GFXn08
zB|=Z9&QN}`VOX>c`8nEd9wVC8g-uRC4g&3opKfWCUMq?+LG&W=vpw}x%!|aZ-q+|N
zZJo?otLGBb@m(G>ZzN^uq89@Xcb_N$!JKEpzU>4_!v4-@r~bt10?DXPAKQDOk)K`1
zlcFr1FY)Xt#bW*uklDwbHRleja#Ig@WL|wm7Ip2-z?Hw&x*zWRAnVR9a~|d(utpp>
z`yDY9Quq7J$|!e#(Vqoa^ts4zx-c$urLy@|S014W?!eFHq5ccp4?d3rBLA*C&&m?o
zU;ep{?OqoG__S-;+jHH;t@-#TrBji^ITM@AhL^;dZ#^d|{qMPzcqFQhSXf=;f1teX
z8yhM0*ObppaH(wfyF+PK=OazZ^4LN-3`W~RMIj0=;`<=+-1S_VH9SnHkEVyT4+TpL
zMn$EXi;iIdqUpi!TmP}xzxm@eXabJf85Zg<-`mxj9t6RMa>|;6I)ja=dsb2Up&`At
zyus)V{SruVdNJ0wQ-d@q9unxL`DFxwJ!;@58m90>0Yva>FPB7btwgVz1QRM94HFMR
zcr0~IXnzs`0;bCJhTh+WMi#aI8Cgb8DOz2UcnF0o0V2%Keh*$F2LyFwF_JYuhf3Jd
z^d99;C&qGa!6oZKQ|LgeT8(iqoVNe6x0Z#akn_RZP5GUIBN3p_sJx3pw>PB4>xGU2
zP2I1x^bN{RDz({rpaMsYtw*69xE7*4P=lnxleQg4JB9d4p5`uAHPbK9|1R~Ay8^%i
zwPWq>hEv+6uVbRz1N}btlh-igi)j_w71-L!Mny+YB{f&(jByLh-k2wchIeik=Klc8
z6E#+Xms!OEhTVcVgJ>EmCrAr~rvwk>%KTXr?+B&_SYN&~J?K{@`>YOevksBH;+4*z
z09(XzcregT0FLheMNjHII|kODFY*sw5~#0RDZ!jE)LJLd5#fZsT%k~FdZpI*%EGtq
zJHZ$6=a~9Z!4d;Wz-f^1$J|Fo=};P~>Zrkm88Q}b6Af8nVqK4`aswZ2S*m2+o+6Tu
zWmedN2K~jq4YFzCT{DfM5b&0m-5#+yCe_zOHf5JrI+sdTmktpzl&zP1ua7rXQ@c``
zd|u1CzDn|@i|r&1zX$(09;Zr8!`C+UVr$<s_8l#|t|J@}H*Z3r22Vh@E}su!K}vfX
zuaBD)tJ*Ssz8Pt6e^i>R*et|Pqq{m@s%Z3{d#rTuKmUqrB|5&+S#W2|wB<~Cq8#3T
zHt$rZY3;+-*mYwVDCB4svb`F@G+5~VZT{6x&Oq10s*ri*m=o!iYt9^~&@ma8M9yMS
z?qfhr;4cd9e@is_wzU$#Q`+^0b&dGu1U#EI^V{~sa3N?p0(N3KJ)WHrnfm<#wA;S4
zE933|oi28|u*lSxBz5rPpZ(wL4Ao{+42!obT>U>VXVvhviq6XmNT7JLl3H(9{rivK
z^{_Go3YGFf3PfuS<I>+e^6P_$+Y4~cX}GJsDMhvXDqA0mgf>T<yV06AGxxV&cjl1t
zdS#>i+R^o0CoZsZb;T3wIbXK)8Ovz%?vA|B%X1T|StiArAz0OupN*KgBi}sJe<yB1
zbm?Dn;*q{y^7dkWw1K&PXe!JZXkpN|S=2&h<9SMX<Fci<Ty3Nb_8u0^>c**Gr@JGZ
z#aIq5I?><87@uJ$Sg%XQZ7{6sPYN}s@e)+Z&uund7A6}E4dRcw1H?nwD<tVaSP+bc
zFz*$62X~vmyaSXo1`hEV74aFb@X5#VR}pCRW&lM+E@}>Fk;fWD0Fr5sIjR^dYJh7v
zoM8BlX1E1qxFs-Ld;o-6FnnD1iG~#r*Pzt}18e6#R6y9U9ml(k$7_MTTI0K_Ugjj9
z<5aW6u5T+>-iWiaj8S`v=5T^Wc7wv>7Zj5NU!H3IIn}&2^^NEbO!)(qGC`Q~)|m3v
zF$*n&*O{Ex*^amB03lVGqr`I)6kX$i-RObc<bm7Z0jcpgulGLpbOo@kIV!BD-kFX5
znT;3WHQ-gWn<nSgIwA9feRHUKcve`>Cp4mVH<JyXH(<;ga$3&s-D>^zTGF+|O|4hV
zk#3QlLvUpbw{a7hRT_V3Z}wrOCcaOfvC<<x7oJ8;^WqU2yqVBlr81UmDye4bpkzGg
zEr+?7e&yq+&N@Ev`!Z-|95nm{`Vt-{a9ZQAdfcM_ey-|;rGTl;LdNREDEqg>ef6Zj
z*pZ|wjQY5KGS7dl<MRb_{2DPl6`L^pTWq&rsp8OJeyd_2jA80<SZ^ADb&@d8j8fm8
zi>1pEB`TdB<l2CCND{`0A0j$sjp+Y`AAVG`69y=h!PIcar>qwwh1BK++pitKemG52
zRk_Y*T~xV&xw$C0rcYG4PiJR=&d#Fj>>Kg%rZ+daO--h}E_X}I538#(&s~+SZ-0D@
zE>%?AIoN-rtLMFl%}9ioj6IlQ%*C7<_i2C*u@XX|%NMa=pfPW1Tt52Badb@Ms};}J
zuY6yNnYCt(e!hN_k<qs17+|3qq;Tfyv++S^o2ca77hPVpYW;WG>|88q89J{f${RDw
z@pS(Z@a{83`KBnX?n%^O{A0@NVm7BDtWQ{UlNc`UDDqsx!}8V{Fs=Nau|NGSeZFWe
zrnmfO*X7Pxl4O9Jgq}vAo<*RIM4+5SZWWWBQTD89_PTD;vToA6F7}u+$D|#{`23f{
zqkKpx8i%=}IrLnt4G+BukdvnzR48qAdzmU}n7)pLQ(SpaT-Ff_82nw%_*og-7W>}K
zH<Rg&PGXW~R`vu~DJoo=ok=v85bT{gRP(l|^&(h&;F56n?&AfusiZI;O*|odIR4XH
zi}`^;u3EC%+J<y8#rN-Z=zE~sgER#Z#fb=NO;dAq{6rx44kJo=L6$;HmQD^!Jo}S}
z2?<B}aIPwQ9_CV4?UDo?;aFZ28|2``aD>C|#TD^zRq=2Yuy7UdaTTy}6>uR6;*tod
z=YZzP60Pqo8cIlXG>#xy6f=Y~6!b*%naH6aKV7;K=+L1OugxFmNtc%I0$oM*NGSl}
z`WK2cFBI|O6>&bQLgPju38T0PqcPE=qGZX0<jLMljAGbj)GTeB6b9lTq<ZW>xMCsH
z5+^!3=2!GsI>g-(o#Bj{jfxJYFq54^W@?yCO@~4QTORdv{q1a8M=K^{kiKG^UCyE~
z5B&6(8Rs21OYMIQow_SF<_k?uz@*_AW9HV<<gP1^`D7s>X;9vekP>-oGPR~o?TtDi
z=9<uau3CQgji=GZFye4U!}F=I>P$0=s2AGS_Q`M*;{@rd%f^pK0#hGz*~!&*H}@^i
z04oK50(nP&aw=3hO?qYSFiq3Bz}&t<(_WZtc~Ef1O$$GsmJ(!UjgkxbM2&8XUQqGk
zT-r5I{BA&(6jB=OD^6YYp8P&4z6~emCyqHf3PQ?kcR~FsPGj<P^k!A7%}A>)ORMd7
z@`}T*Q<@wPX%C`6&quR*X>K&WL1BTXFqH)587&HWg-V}}wCEiBs1J_jRCYMV5XNiN
zq4#V7p>pKAiE{d>{niu~dhzb%L#=yQqE?FHBCN%e(I7u_bBQp~mtR8;7#aozACgjP
zS>IO9z1G`*1GwY(3-=s(C7@So<@Rb)k@8u;jD={G*(Eo<M%nu*!<#?Cq91;51<$Z`
z&(DI|mS<gy0MGn=W7R{2$={kO;!cEO!VZhJq#q^6EwAy3M)okGpE>7Ry8T_fihqNS
zzc!s<D7|PQiA!k@kz~ULt)T-+6)%=<&p{!<(AWnY_cMPHpl={Ic_BZCRO7IhN?P8O
z$l?wK0hdkzl!*g#Z@8RPB#qLhc@uxh9h2o3X&z|U;gL9K4WYdF?7r}Osp8o}On4)G
zl>v<FFg%u-$}>gg>{}X&e+m1T_PduKwJcjMzz&7|zy7;?s}t`SNnB#;VEXAr-1V>u
z5MfcI_KNn%q+s}_Vth!o1l;ztJ*1%&6eGAVYiT9<KU;K2Z39Y7{0Kmtc91A6+J;2~
z`*=#uY_d%L?_Pjz5F;4~O3$Z`;~o>JPP&O6#sX-P^m_xAR+jJWET4@@KC)wDkb>e$
z_f1Oo&4|u9Bs3%CU3FO3$_dvK6`aSdT=-Zv9PB%Qn%K{>f3v3IAH&epUJm8OCWw$z
z2Ji?Y%+1fUHlC{6AG?l^TQ^^ye=y%`pBWWX{(&6tJMLzy`nTG*(mhd)u=Cv>u065|
zD@yQvfFJvHQ&QZ|&Rus;O#EA2L;a<eJS&EqApD#1L-8LVZvD4Z30d5J__6EJ&1SKA
zCBAw-Gf15`puq8|&ET(i2?`Cj#QcN&`h))ZgY^0hQQ6-N>|&pVLZ5}oz=cZRh4AYR
zg})637_kG*Y%I~hbv)udyjWKZWXA&yX#q7A$o%uv8rK^;;GoFr(r)sfFMN_+zp3fm
zRrvPg_U&mkzACD1>d|mr?{uZw^TqAo2baf(Zg}3^ECPXCTDq&A{f6B9M2gH)l1C07
zX(0pN{%gN)ecUbTK0581{n|RC9weddmozRoR$QscLc$Vbql9xXhC|8{qswF^m#*{j
zL$G)a`#c&dP1~~Ot+m5HqtlpXPdpcIp04#W|8}K&XSMOifaCTsCwTmE&yVfdqud|X
zA;6N`-{RL*#P$!;D6#&wW=_OW-}%e@`+@|UN3qPaC-XwWmeBU1(_oS{a=UgMXWU(Y
z2MPA<cl;qXaT{1WjojY>ZQ+3g$bc^AnW*2Gm)lQc(|qG$W*jI8PEhOsfElx1_tppU
zZ9cBHQZ4nlShtJi%>;SrL&Y(E5eCD*3W{dW1#p&i3M~hEqdIi_V^@d0HAFX$wclp*
z=eJC{2_vxd5jxp>r2GB{zhaYIxAS$OuZ=dIub=Y2h4hCT`SHnugWu+Evx^@ZjZhAt
zq(a9W4dYXd3ppAJs&782@nKK#&Y9Y7ndzRhkLxF9cp6Udv*){<Gb>e=+xgzZ?u1hJ
zc=n4wYVDBMMve7J)uW>Abav9=w}AOuKM3%*TH3EHEG!RA-Q$^4DNCM*CF6xpFBfWx
z&V5GlboK9FxW}Umh8u6xxHW}Doj#9iKr_c(t@C(K`|i(PM^yGnPU5+J^yeCkQ*)Z>
zKVBb9-qBjbE0_b1foXz`n+kl9tDwb>CG}}#sUB<^4yJbY|2FX?o}sZHt-mDot0n)<
z?Z#aEONu7zsGi8QB!a`9!=6tYi<{G9chc(;qM*X_@^iEcQoG^2g>EL)3(a%1jz$qR
z`TD5X@Gt_m+IN&q{jBB!D8jH;=6x2or+)%<VF;+G)7E^>r=}Vh#)Y0Fb@bw!xUx*X
z=nI{C2HRg$Iw{ego%}g+=cBLLM^GwbW7LI?QEglPmPGoPHDtO`FYYkJ3fWPF%i*;w
zQbLb}QXK_SjlmXAC<Z(2shgtef#aQsuYSv(33Y6LE`J9S>q*%y?zS|)X87}kCs5qs
z5s(gs<y8y?7G*tD`W@8g_5+HXO_3+-KTCM(KSsU;-q|1aFgX1YP+82dULPH5+U1_t
z2(gS{%dM=MA=Tlr-g76^ET=8PkuNyf=&E%F(;BZ!ni$Jh1&g;Nu9@^eXt#osyR(X_
zv%;DyI=@xq2rZxx#aRUPyx7~q?>mF#=1%3BvYT#HZHR*X|E>K)i2UnC0KS(l`Xn>g
znjqIwF@14#IUvM&{Za<?NAS;AAU|<Td`@6&Aa;}=1WSYxP@B;!OQ6d<H~|pH9ZHs%
zxj(I-ZB`JcCah+FK8YNa04R)-RM)4)VrJ%NWu_M<zkm{iYf90IL!uzOST$h!K8`-3
zypV0M(i06N!hy_~T0M+2Ef{l~Kthr6b5dBCR*j~Vq_|yyJaEsS42Qqmwpb>R7swB@
zX#EV-DjvdPn4;sEVm`9Qi)cS1)gkE)3zC;Xplt)vN+}gxmRCZl$;m_GDu-|HBogyN
zvf(jx$BMY;VU?`SUBYUnxg6CadfG%h+9WI}fz)(&1+5fYQO}4=q*d5v)Rj09>MN?v
zdvN`CBJFKiQb+rmkD$P<S@7L;uOX&w=@%|m^Z4L=l=_-%IZAW~2n=ioO9v+}HK4#g
zEkMf)Zn(?;&W*(%*WHZmEYzWTDzF0ui5MA^7zS(+2GK!G<FmRXl7g56@5D`q^x57T
zqVfm@wGuq-C?u5c53f?F*`?YDX8w5JKz)>n5)R^k$PX;pmYX@Hu#Xd<a<P%bFI+w@
zXR8WoNqyx@(O`&}?=a>TO6wabn7!mrL8U3tm#xs|vdv+=fyr@BRv7JAK84J>mdm<D
z7Vyg@=e>Nzp2l27%<O!?yfKm3ox{?P2s_uMN6IqUyo&ajOz;}aa$hbwt~1)VO1m7N
zvPvUBs{0O>U9&6@+ho^o8M<TaVX}0(_vBZA6(trSt*Oo->dbg%Jo)N4i+I{rPX>B+
zOe0Sxnt$Sb;Z<kkIHA_0%_i9Ygp`mR?eB&gR}eqjOc?2^HipLk+_>*9h9B+25W&Yu
z>0(?UEXKQ#QkG|_ZwQgW(-GY@uBi)ku#TdRc0H$mo~%)Q|0-hmUv4+hhj)+RR12K4
z^p`m_eZ3#;KnlqmW?@vEUp<bw3+ZMB%$(pYYC5#0tZ^n=y!5`N7p%0-GXqggcn+3<
za0H&Ev&ntqJNx-h=x{J$2QGH-9RI=p)IfPyEJnHHv{P@@2IqYGhNGf0NWXCX!{kfh
z=MuAAb%L3?)s4G`_9srWc6MugmO^)mwgJ~F)e)2fE*cfD=({+dQ4y7@xegbiIfcWc
zG0RVoYgLT7E$iC{ISH$_5hj74EHmxNRZK6-JiJUQZZVTd;Jcj(k3RxOre!!3B=jW+
zY!`lEgvSNLZoHOTZH=NMfW7i_9Cpi)|FYA-a_qcc0cStg72V<rJe>U&pBe(Bs==W_
zBO9(`rrr~#9utP16NYXh#_l8f4QggJYFYJaG<RUsz@A(H!Z1%)UH+ylz^Eq37$?LS
zFUSzfKS+b#N7M8}6cZNh%(?{^Jhgo9#bwx@&f9LQUhzVbTD$3UI7awSOklKynWY|~
zV%w<_J;B&A6-nQO_iP1oeg*UL1a;X9<&75#u24{Bj#*=lOKOfw1Y0Ov(Xlheu@l=#
z<jP6J-3h2QwHgu=zr)x@iUXY#UQ+~3ss&B)^hQx2BR?@CKQkdP+;0p1yyM05j_1#X
zw;3IQ0*Y{8>vZC1(rk5TZF6Yt64bM?F}X1{?^@APhWW5UDXlT@nkC>?FTgTVs99H*
z?S#Q{(gkgyaP}RWiY%CR8Rb3cD$A>nFKFtz@-(x=Y7sf9bff&DPyEZQGuT;&gfDCG
z2^5YM+)Ehjin-)z?~Hz-`7cc99S3wHZKcoDb&$iLOQqa=dY^;qaU7o<fctg?CQg{A
zk81z4S|BlZ;5~zVSX*Ez3P?;1jVt4XSU!}3G2SbqPfGsF0K^oIN0xa31xn#?!b5_B
zPlZ;6+J)ffp0~6<j}do(c>yE*{vqnaW0G(u>Kgu?VEYFle&3Z9pAL&%D>QakQ!hI^
zmuT0Kg+<B7kCki20>vhf@ZGqvvabir*7LD-K872d1}`ZO=5KyF2v#tyB)O}YYAESC
zzqPlPa`%;TH+<`EsAO;LAp4d5W&1a3n|ykgVpf;JI@e5NVIw^9HLFi^mkfr3+<0el
zRmN|%oj5BJYMA7f8j7AjXt4i-q;>VaeO~r`nF#H^M~r13{`qo|zJr0l+q5V5fP2`X
zRBEn#qr9%_r=^LTg`b3}QJ|?G6_Z((Sw7o{3&(`Rs|h={u>~S4`xps>%pFG+tTpb$
zRZNyJO7LYPF-HCkwzO!2WaT@%+%|fs1$58{Fu@V+zac(g!EwjBlgQ07$jhObR7`tU
z{PCw2df8|r^C)6Z+EkO4)Ie~6ZjkN@_@4*iK%D(66|(R2y^L{R@qT6Gjr>T2V>vK1
z{r0Ub*G$SUrpp4UeF6f80`o`lF(~#J9xnYB*qo{kB@jXzQWq+p5h6j35@Ht!5&#_s
z10P0W-SlSN((q#X&ER+4;_~hCSkxuxnBUMNiqRuNlfopEw{+8bro(%t?|P>BE0=mW
zi(nW8O4P7osgK3K2DZ|Rx0dLi(Vzx`=0afR&~Tt60R3Ewx(E6>pGfna{dqydmef&!
z2D!yd#`cT>!OSwa$b+^B;C<gq0KGiY#K5^>`2z(lC+%1f0jdTDL|Pf0frJi*rNIi!
zxGuGJF^;ebC+HP)lX!#_a<eK~<(-%nwE&tF?=I?6*-7RL5c~l8#k^X?Yhs4^OOiV-
zk5<OWE#@nug`p@w_t(g;ksNW2`k5ZdBV5HBYr;eQ*SFy@a{A)gc62ZZ7Bx&B=*aEt
z(s_?>e{0`M&a@MjAc2!W4WBB7AzW4I_%~TlWp^yw_mW6v@L^{lJb52+oEi5E2H*{Z
z11#|8Ts%i5O6#Ea6oSl#a4MO;6M*d{18A%;Dpu-uTS!-eEwJPk25{f)erCzx9M|0W
zX8mGedulaG$VJ85QN_MGw$bFdZr-Vj==|)54kb73m#elFMziv|I>F-6x|uSsRQiZZ
zTuUTsw0~q(?@q+%1B;H2a(O#H8JAMHbpJx??V~lgAfXzJr8L}QQR&3}Z&HgY$K3FJ
zlH@X~N~lPttz}{bxPEqo!vZAw^ef-8DrP8gAJkP^V_ZRh<DJkcp3N|B)P7kZwC^p`
zoyqXJ5cs|)Y%P$O7GdgT02q{8#7CO0>#{`tHa`+IKT<gVeY19=<LJ5g_VJUTV-QUz
zE|GLKY6l1VEeksea@r)QNy)2C3Y!Eryvi`V5*(W7*rXV5pU8<yGlW1}gNJ{HmY9>5
zLNS5}dJ=rkLSsAChm8}bNu*O`G~T!e!ZaY?qnRpb$0!!sqU%DWMQFdiNS)?mh<)ox
zeZXZm=|=w868oP(i^a-iu6B{WQb%F3F1?k>a%%1;W6OO1L`?26t&@SOM<8IUGEICR
zO-R}s9ZD1na!+@WiRLR9gZ(L2&nxFNlT4)%-S6G7k}xd^F)i6bCHQ3m{E2FSO=0Z0
z`9iO{*E=#k?ra<)>33v+Wrzt_X70SrOxl?*Q&^ec2~f2Tk~nj9+m@DLriLlu9#ed(
z9etZebUqam5(+aV!pRp5k{A%<*vlbx{cJCgkK;czXgFns@~1p8$b_{+=VhQ0V}P6~
zGFS5Aqv1apy~Y0CUKemw*9(d#FV{N@<at<E0XU%l_AwHUA1gwY>n|#LwR^n-KU{oj
zsCoJp5hpfPjpV7nT%YSpzQ_Rg6W&G*<*G~~EZp|<^!T1U|NZLz4*$2ib9p=aT5Xt-
z3NKFh1nw)$k9hy#`e+NN5(oi5<Z`Su<h?QqT&#RhoW)n}Yu=)s*+3C}rnVxK*W@ki
z^!vj~xnKE=s7|w(P9qI=Vaeat^1nhltGCBZ@cC1*2K#P@Sy6{YQRl^gih0q22i=M=
zG8{?hO5<ijQ$Wdr|4iYNiPpGSLuvP1L%{dbJKfEz%AoV*o-IPqYu`tzU+vw;ClBRH
zNKfxSVNW54gvmkaW{BIkBBbZR39`+9Kggu@0cp~DV|F-&e5~CK(l-e3y*t<I@4vk^
z`QxC?M|sSlfd0*=Qiai~q|Lve!?vr#wX4Itto%ccZeXm8=;SxE#G2}ndn3geHl6iT
z-DRWG%jSklJ_*4=A>aMS&hqxK?^_w?NADIp`$h7A`a@*>eTd%`THX}YKlJYfqG$Lj
z3_b~!+%3x3fPQN`Q~gD)joK1=E61b%9S%Zr&Z7*Vf^fURcNSP%Q3Wo#k$<Y=h4o*c
zAfuujil$q-xe=3>Fj_bXSez`7^8y+W9hCm(-=y)6Lyz^m$>TpSFoC+mWIJ3j<)brI
zyFbcJ-D2~BHqR(lga}vK6P>tJKd8U==Ulnyl^>4ke*wq+eTFYp2rm71CNH!_4hsY#
z$gBNqe`3owUTAd-Rr%ORUfqNrOxAwM>W>a;!OrvUd_DnZKR*6}hRpw*tE2FPXE8@3
z<_EJ3Y3hzrT;V78Cj;`^mh?t;ab1ns*s+4+q^X~X1H?pI>^qV*ZXYIEj_{O|L%)%J
zx~2Ka#hKCdsTmCHS(hcLpU)w-;AzSxRcd9?{1XAhZybYCffas!iGXuFA<`{+ab7P@
z90b|{2_(2TT4X7s25dtLmSktgKaj-PmZOl6BV&RPqFNX*@mUhzF~FED?nJufT+vvZ
zvUD_poRHa6HKjy<WZoeDG$X2qRH^v~KrH&a%E;irDWpn&&Cr?A#^3!XO&qhGY#vR#
zFV^@YqrF2+**3K=>?|6*dtAq<%Gmvkd3sI<T-P}-p+HxiF4t2Z-Yn-)yoFK!`aA3K
zxCl0>^+{KkI;@Zy3LoAYSR~6*Ji*rDnAi!K>CirA{X>31%EvS4;9fs3aQGi@JZUnz
z&jOFRw5P4Rb98QN_^wwVzM2i{GM!qp9)8EY@Ec4I+M+`O1cT_J>c;Gkwcnx$joUrH
z_1$K_;i@oS*=kRy*%3uY@o$mEa<TP7p)yAycD)zG%(^W}%-9v}Et(k_Kh%`z;4y62
z_~Yjn31V9WN50f+gBY-AnBF3cZ_&IDr*D3AbG~<RaAS3FV|H+=e;!|wOL*;tuyC+{
z&*l5;b9c#0ubXSHi%ZX|8;{$+x92$L*pO@4ds2F_XQN{Lfcs~g@d=nA2aBM~Z8O`W
zk#5Tg{sKd!rzOl-*CHc=WkL7mm}2R7;3V>6aZV@=SMipuI!rj6h)^082LkDf#=(w*
zVyl5Z_Yq3;Zl?!D%ky4B8DX>x{Iml6Ysw?cebM6KjL9{i4@)}e2!Mi=q?Sy=!v?ln
zjZ%r4z-3lyR#IxVU-C6jnE)A&5g!vJ%MDAVB+vC`5*7mx{ji8tAiVA)=_q6A$nZJn
z^E0*Ou%NAjuNPN89j<<2+#eP80Z3KptI0244uBz3j4+@k<kKeM(Iw{n{OLdT8LdQG
zW)Ok)y*M>;;=i&3rbVt-g7!7Yu+Kriwl)2H8l2EWp$Ie&ef8J0r6|~_D^mVL)Cr<J
zCFC;jJ+eV-+?pdaR$sBw$PGQI-xliEbLH{Jmp5Zc3zw2)*>=ohz2{QAduFzZ?iRRm
zdOF45Qf|0dBKcFWP<CBkpi?YVF@<=hQ90;j&#|a^^W>ds=lt$Fb`<#TB)Gf+DIk-}
z`n^b5^2&X*P}yIf_4)2q&z!c}+lHj0G4Aq)nl|2qiOCX9k6+iqyp7`GY+q(x=_n6~
z;kpA6Z8f*G*r1l+`>5|uPX$k>18sb7rO}bDBBckJ@PFl`e`AF1>m25Z(_+S__S14e
zAxwbAI~~Z(Etl*iIgB#!RiZJZt$k*1Pc!aqJ2rJc1^xVDH2US$+@*Re33g>EXWZ{^
zVuw4pKL#0uuOv^$n^p7{O)C62T81*y=1t!|Vh{`NIP|^m-3%!#a6z9fS}jp{`|pB7
zRn+`Bevw<XGIa+_?Rn<nrkm;+iWrC>BqrA{ud{Ta<F<=j6l3)zTa&?(-@gD}t2<Wx
zX(HW-%TAja{PeVr$r12u*J-QXP*>e?VTCG&wWQ3udg5r+)ozcQfO>10pidsT{7AEN
z0q)dRvsQ}-jpkbkzG)0UFCYlgzu}V6GF|ZYU2jRxOsy|Xg%-hW>pZjl$<3+LmyP%9
zTCSG)ujqFwSuZ$u?BCuv5FR?~pF=@1>Ho$8PEQwqh>;~!-?!RtG#!ryh~8CSC-&B$
zvIEhilTf}6TN>3h&Jt>ZCb0tqnjn)kM7p;GaK#bE`&a`t(r&=$2LKMXN%0|pJx@?T
zk98MCJX~qD1wSD`awY)eBket^jj4VjbnCzRR5~Q*b_)Lik=QX2-wBb>FS6A?Ff@oX
zv{!725IFp{lOyw+RuABrj{T{;7IC}<WFe5UW~?tOiS$hpmaF0+Ce)kk!EZ@>>TYe8
z=>BuAg7dKZ5Wu<^gYl`C<X)`!Ei#ITQf~|X%u(YG;~c8tH3iIuRs|!L1TkrzdV2@N
z03q-W{COg@Qz#S;0^qIQ=YhdZFGzq$ch!y85)1OL8|p$BmUPCvy`r{B$n&1Pux+ou
zq$mAm89~9Jb#^XhjTUXgo8)7|`YmmE7|z<eyrTqT%e?W`O8ogD;?&uvPNtHpsstPg
z94A!H4$m=tM&l6c)sZk9I@Ak~_!l=pu1y}j+}TvFNhd+h{2;_R=Gqko)rf0#9v3+}
zr5st963DhUyg!%Db4V@@g1%i40)x<^q8W&j(Q%s7!y~6Hs!wL*+rQQO1-E-gH;b)F
zg+$^bLTUZc`a1rFigchFL+=Cy{8oiNtSp6gI68)9o6vR!BuPo)?Ch2;FDJ3M`+YZW
zkr2S&lltV_R%TT$AwZJ~osaR&IAP~jF)}O}<<PJq<|(myrNx~(O0J?nUOrdZ6k8d8
za+2GT9nzQmIce=<9pWgaaJhWP$Nh-5)v>J2KSQ%tvP{23w`z8jQh7`k&ofMB)qHkw
z`C11*AXTrPaj){D&#Px=N$GqXJ5vz;Wd8*SLd#m+k4Yzoc>k1PFtblm$Fz%uR3Rt1
zdX#N?Z{OkaY7Rr-IMh+cf>HNNIVaB3n~E6s=q<oSVW@P4C1HdSRQ1Ut>r-N8jC(3@
zUp(L?+2bMFW4Z)5oWy+)B9U=anb@irGMnU}mHdJE<Jum&s;2NuuJ|0-xMH-`+mYTa
zB#d<YQ^GF8K*%YYS75Z&Ao+Gwx~({M6Yzz}{kouB3Oo*tB#nw7LQlR_05q)lxF8f{
zA_fBOV+sc96HRmq6=<0Rg*osE{RX(*h2;em<^_dvFj3ENaL$M^F$bqShlpl>5XXd0
zQQx6BdrF*3L73P%>3KQlm_kD#33%9G(&!JG?`WA>nE3^<V323J>hGV8fW#c>U^Vnu
zSJ2Ur&&(h(beXS7v?zh{I5c-rr4#3+mC;Ou$V4C`^IwM+gb?XEG9vbzH9<5QF!P1&
zrH7>~$s4ZG$ogxmSmM4E_>%U_Eb9xkq8gD6{k#?9s7F%jJu{n3+40WYLQ+H1&+D5y
zWv5nhq&PKf&oRJL75b(+&y-VJi>HsBeD{mW<@h%YAp*z&P{y<_E>V-fTg#V)M>N3v
zW{C(g6-pqT1xcbvWZeeV{;HNZ5Y!NUK!I!sdLNDz(nA!E{+0CH!=m+wMp{msMD}GO
zRDC%O1>eo!CB^`%uB>D%I=U(7Dwvg^hV>o{kPbj_a|>RDS3!M`njxm_y_S8}B3jbU
zz2W61?crRrukAAH7SKO~e=pna_`T6tht1TPfQ|3dm#pw{#clU6R|6XTl#2s~Yy+C#
zoOuF+1!{G6gsjJ8^}gYzZ=@>*%E=0KaA#gc9ud<`jLl@0yYc!YDP<hYTH7DhOAcj6
z3vlp$tfjU<RjpzAZjdz3I<Ei9eW5(GbD?J$^i+@$q^#p7NhiF_D7elpP*EYYNF%bz
z+@7CiGPj6^3Y<K3I^S0q`PR#MwW|f<{FZeQVQu}%+&ahH8ttjT(fJc?84lFnUXL~3
zgLBaDz-Xv5EX(wF;M5OAG94R0h^sGE7U#}_idL++(g*7V$%_nzL1=!))c6uRsOWdH
zS8l*`;RG7-F-%#O$8K1sE#ZNM@oti1!ZcPniM49-%frQ$lY$GM1sB?it#$g)(Jf8o
z^DtlI=~}@XTZ(A)bkf;>D8jx<yY14Y&j4a~koXH0$&RsF7RgSQ{*G7u{t%sTU@E+4
zLb0cV$_@+J*q0F1p%+uMr4|uRCnwNEgADX?!VamaVL&)fg6wl$%dg0RmV=amg=-=c
zU0-iguOJ#%TbX2?eGi_?XUT0-7F7GSsu2Ef;cK&~Q+6ni@7ZuZnt4PHqvz~%|8V;s
zNoN7n^#A{H(vfaROKgY%f`WqNS4M*%B_JRT5)w)`8$ARBlm?MdLb{}5bcZ0_(mk5N
z*!~}X|GV9dJMMNI`+VM?S3IB3N6JRsGiL81KEI(~Zx(2?ma6qns^yPLbS^(vY(cB)
zub%sZeXgKqv{D_b?ZFG5ubRFuo_vyGNxtw{#l(HY9^5R&)jF-_bq;1EMqk%fVdrt5
zA5_|d^O##wldmmsnD)AygV!-Qx78`As73%n-vB95b7AXqw%l<NT;8j+qOEZs3}?;o
z5q^5;<g}{lfAC?}t>wc(<KpjQ<;8RP#q+Ad1J?Y?b8nkrR}M0p&5U23&+YfTa(_S9
zw$HHiFP*?={>JD3z8;x4Os_t!E7^HxGs!I&zqyNJ$~D$sTFsn<?~X1W?2=ic1ZLe^
zK8zuVqv_KD%2-nj2=y%{8V*hK5)r|>y`}L2m(^Vq)Ew{$Hf%!ughdYLm#5*6O7U0g
z9|^|;Sb~J_GC=~l1%R}#C%<<S${Npbn7QEJhl^)th<r!i!a8SF6Hl!U_@LGMrv;Nd
zYlY)he5+sF?WVP?*C;(sQ{G&XKiR2>@+~euQ>?s5d~;-7xH~8^z2`BVHgj1c$+o!j
zu30h@Z~Nmqj#9aF1Sv9mHEjglT<|009bab*oFo5RB+yNuY-i4wU!H@s(>?Fc97O$U
z7R|nYg3n(M{^(I=d*P64?};~eXShJ26!FV!KxRML-+uA{=p`3#`~RlY|DnOpGX~uk
z)5eh!W2e2#Los=hQmOkFW^X)gRIV0ut{TSn4rDA}UExD+y4e_c+7zwq+jh^>!Jraw
zmhDE#KhB=Yo;J$9Hu={>nzL8Hhh`EVqiU4iEU;=f36&shNC2DDrO01sYIPK@T>*m}
z2_(o}d#hcGC+s>@?nYJY7gg;4mtVeLWaK6Lrh)4(|53^qf95^D`iBv^3U#BqZtqnr
z+#Phx<@J3u&A!HXP6d(@4?Q+Hi+*2yHe^;tbarK}t7pgtf|vv${IeE6=&OrFtA7v^
zV<UHbK%+nuyYzOa_E9(|DZVvax^^lJLLt}A7zn9V!+^sZx|YaV;gDJ342xrs#Z`zJ
z8C|S7j`qVTH9-%*d@rJ3KvupQixM5#IxNJ$d~W76fL>==&ydl+0?>SV|LC@vqSebF
z{XIQ=tGvvTuWvCbeOb$)8ejtsH7;4P<B)2WL$B9Fw5<l6x^t$Zxd_1ij978YT)t_y
z8Zb8BG{d(7a3)a*0mutn9&|ed5FVO_@MX{WI2k;7E1bP~^7(ZZu<UMGkc`HnJ{N`~
zH%al!Q3WeH+E<jJKH76-eT8Yc&ORzVgVW@{dbi^9YyZY#_%Haj_Pr_iVMa!B#zw%Y
zrne!z1T`AKf_y33FixH)Cq!gzbd(n$jRClqxUW}(*JUj*;lLaoqnRKJ#DP-lOpqT=
z$X8_R?6Kq_KnR~SkiZR)grs3n+HnNZ=q6a3z=$vv77mFG?%m^JSwgYgl7$iZ3T{AQ
zBrD9vU_~kmB%XL*2B7A&@&_$J1<!z-DJGm83kGb?x@-;@e>lu<0Avp?AcB~pg(u<@
ze{|%-Pce^GFDfx$6>dVABVL-1{2z=1Fn0F+ii+UC$+?3)XGz*t0mdg3@NnXw!1p5a
zcpi4s5<-0eph`xF5Sx}H1R^|;XEpLVu_}Qc%iKdk66PF^p|15MN14W-3h^n`LV9|>
zCb%#&{wh>6JAWX#umGTcN)nHKo^6u6Z1`g%Ny7wDGF)X-nJ$p6&<Ep!(P;QcATpB+
zpOyax=xI`oT=7|*J@A)wc%ZNr>utj_TjRl^Xabiu-sAQ<)FKd>-^AJl^mQu*qNfoc
zYy=wyoS^rWuS6`#R0bzEtqVzpizOL(bm7`LDS%~z6JMQm7o6pxXV>LV-L?JB%9dE9
zV0<v8sb~M_0(EJ*WNCe={YQi6&fQjX+d()!LYZgN#fEN*+VG6Cdg}Q8;7-=aLd#vd
zqGxH<4!^yMalxI5rhw;5;^O^4d*m|6OUu&K!2L5TjtJIanurVluOKqMXPAbIPIRA3
zY+gb4^~8BzE4dz6o+K?nF@<T@3+;OSrdZT9I<EzeZ=E9myW&O$f*A%m6^ty)hT-u*
zXf!>cY>$Aczy%i<7e11O3I6-9Bj4lAMGIQdV88)s|JI@=j|D^O)n{@kbOmSe9G!cx
zoHL^dt@#U$!nBKEfqJIp2;8NP_YJyZLP{`e`1IU?{^?c46M=p>3mwH+W`?e1(i7>o
ztbvaJYd0}}2p6txh|=i(R}Ld%4&x@H|49Dxll3QAQm2Y9`?z<n_2tt)K+Mp5`(o#K
zcWdw1&`l#4Q6PnrOEl(01@_s+(xQizwe2Y4H78Q@w_t%os@-dIeAYYJTo$HqU;A2P
zhWhHLxi^{xeY_4T!&<r4ym3NlUxajjPCK#!R-#SU$}6f0RD^4n%JKbvYH;v@r*5yG
z?iNX%!)GIPO-SLNf@eObx8o{alZxISdu?yq&p-1NRX$K^z*NRe#$V>2yj+><^~@5Z
zk@8|M=SxGu!z!zLsoAo+2!yNpdu@?duCL##dLUHQO;q2%S2giaMZ8u;+?YFhrzyiU
zCp8j9f0sB!lX2sgoy?S+y0&?Ag`lB9?0k59@Dd8=pzw_j(W5Sk25(Uymh$c%3F6Qq
zZQy5zPo%}n6i7*0$?;skT?EkG@nA(fS1KL-U^saoR!;cY{fJxs;p~hbFHqr_FJ-Z^
z+=SRlNdg2=Yh#eWaDoefMv^SE0hfH{k87YL!j-WRh!}t{Ub;h>&y=NY@Vnf{C^-P)
zbqu;Cf}{|S55z%DfXWv#s2;I=znhDiB1&5M>8+j0xZB6C-cV_eEBs9TQZ+H^Ru(XF
ziwTm@LlWc^xOvyclb9ggyZ3z!EEvuZ^~E_vS|^zc5`T}^5kNr43QaN$oZi3$NgJ?)
zFn2g(f{1)Uj8L9%AtG6`bgju-Lx5KEtL<ON(=}7H+&TrBmlUj@g2Km^@s<WiqK!-$
zMh3Vhooa6gm#L9eC)<k7D6v2&%H*Z7%uIMdY&jB)MP()Kd{0e_n_-K46YuxrH{zX+
zD?-^lw`EJ-bHzFj7yi0>!a4w&m`WC@7IZJijPfg#A=a<eG}dLKW0zHCP&npEZ?5_u
z&2BD>Fd5EVy_=&C%lbg?*3iIXHYgAaVp@lK{b|4P@4PaB5=I`)ZYR#~D&WC2mkgp;
zs{o35OzsS|`U(_c6)qr6Y7GE80Znvg=>DavafML&Xq?3Aza4BhfINOA1+>$@eJY*Q
zc=a8N6uhBS3)$=r&;UQP;qmfy2o7Dg1PvKiC3$MgYOf$|!WcVAw(8Es3i;QAWZ%31
z1wicpYkV7y)K|Mt;-QtJvcZmf(YVA!cK8!*)%2xU&}NRYF4jzCEH>`0`ls~=oJAig
zvlMQ8Y4@kRAkIa@bsUbt%>bA2kXPskoRf^qzl+sHk&U(~-ypklCq9%MSS&p?VsS5f
zd|!nV`u$~uUe5hrRzEzfZBAA<XqcFzbmL#@=?(oZNV2!JcMzO4e}7~beVE)`2kWAQ
zpl(X^=B8VWsaI~<Or5y0caf_PT5(?8&hVAf^i}2Y(&n%KuIaZh6X5_kdA@jZBD2(a
zz0i8qBzNwMYT06I#kB)#Ib2oQVT`I0!P)ybZ_RR1fZboD=FHX_i~oZY)vk<TPDJWU
z9-+9q@m1b`Gek6SRrQB{=Gd(P+{)H;cbw30u1!l?3gNxazBr)diUZ#WYZ*O9d_VC0
z1A0%xJ$!{~Aw8w_pOm~X9!9(RFCLeCv*DN@4saq;qHq8m7U`ZBshu|#uUvW1z}+?h
zN-#Y5<){5`-Ix1H^YbxTzsHViYtCPoF0L#zD?M)lH~6BLm)Xp?>V07gB>(XQ_+2<(
zVl+@T((sp1goFs*$@U^Gu(kB^M)Nk*OYpx-FN<woiUWOPLd_sOVddf{LCk%9F(w0d
zz?Md+ZM^jJz|Vf{T?F4m%#0s?%U!E}g;2ZS4Evk@_i4-%UM1F5?vuXn0|hHZ+uBCk
z({C=lod@snZWNI4!$L&gbkqpD*SyK8nE@hr8^^P}Y7D*eOi!1cX1iB7GSuDuMM&vb
zn$81|$vanXOAc1*nq$hOzV2L^l|X^ZVlI8VR_JCg^KCLX4L8}}4IslJwwx9|u)Ip$
zh9ypcH{K>VfsVnRs6fBXTA};~p?rU2*|mQF^oHRg$7rMETbdRY?Iy`Ags1HB(5gCK
z#<?7@_=^Kv`kmpQJHsNA8Cohb8}Xx+pWO4dL(|-Gj2F}BtagQ>yn-LU?wWp1<5gC*
zzT1(=A(2df>+9};XU~|>)Hq`bd}^j407Y8zJ`LeahiTtgh7QnC0L&Y4F+v|4w>PVe
z1Kv^sK!t;NV2+M8n3^O2j-;?DYI@iqAHmE$V}8h>@XD`P<wJ|x>Y`cK)twLK{o8Cu
z<)Rd8reX<mPLG?mUWM_)(EoC_NOMHzR7-pl<}t-nR9Oq*<}E3YeQNTTAL|}JDc#XF
zAlN+mp7Bd#ZVZYC5Mc**2&lsy{{ZQz_wE4iMdX^*edDL~UT@fh<*hXdQxUn1(*!M@
zy3V$E{x@#2?>1Z6ThMnsOKnBZm6>Y<r2*@N90d?G00beJGJ|#rW(UhuxZv-34RLuO
z7$g~q#xhd`V%*L!E{7*Br$-*gXU+f(B?%eeDIK6;mI=fTQXF!JV#!0(&^K1M&71;>
z$bxFMNo`CZz0A2kxd?zCqpX=Yu<S1swn6fdfjtsJ!S8@K`-VL1$3dfHSb($t2N^0i
zB!K1{xJxnrH;%X!Jc|ns#R3YDfk9{hl1C$)YXDjhOOW$Bjl@CGIATCad;3^GrP9i3
z77wP1M}A(^Hz)(l+T#xGU`4<em6Jn|bC2OA304x_0Ag-gZXAQ+kpMC=m<C5`8EX$z
z=omSHxEZz5{U99mkq99(jE>EXRP}K(yebe&8e*!c;?tTKtNW}kPc72G^|UcZaoI<8
z-ntO?L*4szsl;M&^VF;l<&H(nx?j?ERLRy`wu%6;QKOa#{hGT;1Ii&QzZ!`}3^i=3
zbjMQrepXmS2)3jqDHZox2_69kJpwF8kAyJNYC-E{m*@3Gp~N9QPpnG|sB_3yO^qJv
z8S%X)A~>-fgFoCGZ(`-E_op}p-<?Q=ucV5e7AT!2kgoETB$yEcv0_AUBRL8(GIJm}
zw=6&q2I)*Hqb39X6ipY#om9iaXL^w8Yf+{PlL7HvUF){<0D7rgxw3nzA}?!t4Vh10
zGS6O@mcLG#n-ptU90xj(WoDh&PaA2vO<v~)mTHS`E^ipm2d&Q^hSHOdTvPu=vH>j3
zfo4qmr)y*0flI0t;#t3NgZ0pNT-%Q!`%{3RioAP<L9jfM&`y1U+A|eXw2x0RCeaU_
z#vc?p6S6(4u728zeenGHuuIPRkiXJW=4<_h{4@7js~Y;3<Y(7Y{RHB=AYjtpZsL_p
zZX<gEPgXL+Z4=Du19oRG(lAJ%9Z=84MCt*CdAvfw6T+R)0H_(&5I6+jv5gXMnBoR6
z;ZyY;Q{t8cP@a>dQX8Qa+9nW%Wftg!!!82Lf`Kh04=eHF!)8f$jLlE^w5tdDz$8BX
z4!_4%={^A?)Ig#n2oWcT=mvzU%rXsuftqq6FR(L<kn)_6G`()W0Uc1kCEr8zU+~*4
z+6rnyz#tTz9f(1~q%6WX1rfO~<qp?rfdSDD#Q*(1b6~d1;irf)Qm1W+S~1D`dhvSi
zIugPXup6Y|l?R0?#z}K&$+XfTh_e=?fP#vb<^Sz5cy)DiPR?>-VgpED?3Xsa$L~ta
zPnC0mT{>$k-pNi2Q<^|dBh0gEV+O~xQ|cqOC$gXFzBkuaEP48@fzCksZS@c98tb?A
zl@*e%6+TB5m(-PEk*?h;#}E1;Bu})po*EiF1u@7oX2Z}F7AdcP$vzMeDoA3Dzjwnb
zP$s1`Yp8O|)u@Xm>B*qg%d)NS{4=qX2p$2)N004#hd=ZUIu7&!2wcU!9xdy25vw&}
zD;v?Zx4f>vmSXFZ;<HReMN5;grvln38RI(AJZv+cum-f=DG`oVy-%>3F<+shJJspX
zFLv7WSYFD;RWJ2d?2>d2Pz#{y=u#3|L639Q-xo<`WL66?-R**By0bjdA|sKB`IxJy
zq?LX1Gnk_&>h1+<q%GEL6(}u_1!4)LwbGdsG(a{AclbbN=85#bVl$X7kO)F@fg)Oh
z#^OAH;883I$~5F|09H;~nf<i`x|&@6r5OvwAvo{`kj{vMQXGSl_jd@f><kM3ly+tm
zEfgQ0u0Z*Z1!&g6kU;Y_0>pr+DUv|?Tq+_3GWb+qx??=Ii+b!<$JXI!QAgO^>Ut1^
zt`?QPG!cn;I9l+HG_as6*nRBcA$qSSDG|&B2_DEce|^Z4=N4or0#r6+<`f0%^5fLE
zLZtasw~~X<&MYp<9cD#*$wad3j&B_wPIsq@KX_C7fD$6x2@fR|Ao3E+T4n$6mYa8a
zq*@jh;31ta$9EJIaN~0lu^ZW!8MJbyJk6ts-dZwN*4WZOhdY`tZ*V0m1dttt$C6;3
zeo@mv0*D3IO<As?kI#8aZ;E{QlwTTC<M^q@n8Ut_2Gd@)y(@j(`>o5;_{N2~!Xpzq
zy2m2pL!w7A)U-JAcs$w^HUQPUAa{*W1#O_5?~`wbP2sXE0^UUHib!)q!d;f2igpjX
z^;aoxT2UQ>g@LC?7d!wP98#y>ZFC0*-EJiW(&E88pXO-qfv*67BVk!5?V@U8lQ3en
zMF_Y+`2amVF0=MGU(13vI2Ur`B1_JXlPCOf4<1lYaD$9@KW9v`9SZ;hpF<JKb!dkY
z9RW5&bdmKD;KKL2>{~nsJr!7|!)glgSr0{Qy55;-439Vx2pNx*J<2B1`K538OUJOT
zqtvLR*yv~Ro8sa(%)7wFft4G4!Mbzz0-ni0bM}PQSG!C6;R^fb@=2>*D@uElp5%3H
zCA)_{ygVe|dEpAFbPtrJI-;q+E0OCeT@asXM(fgT8=DIw^T|vpf{+wvk6ZEJ9+Epf
zc|og&jJKpIsqa826ul_IS(yf?z{~O>BqV{a1TDTZP?oE`po|Ur{azNPLe>3HC9j9k
z^-qC<;;9O)JBN{{{vU3AC4)a|MV8P0tUUV@_w0{0{|qbBHM=icV691i3va%^(*5h&
zI&96}9wBq*B3qkar8lg1*<4x=YTjqX)q7sx(NpcqKf6~dhjWt<$);EDoLBO4zGogV
zNB@^$>ie_-w|COkzEzh8FxB4UR=U=q#DQWiyLscM2TX|>!;hrWQji{A`wi2f(2XR-
zS3?{zPx#N22jA(zpfD&n`adWu!P#%SySz6;@c|;_3^VmF^x+)*{D8x2f;JcOTto6i
z!_8QuDm^o=e#l1R?G>g-n?TbFZW{Kv`gU?6wY~2h(u?Z$_t&_*%Ama|MK06RiC+4S
zCx$^eWqfT{r#COaabpBAp(|7!7Ct0^Ge<06ZMDY$LY|v3i06VQR)nQVIc~6GSH?>Y
zJOXhD=CdbMAyzYD*st<FeMbUyEg%G9#elWPOmBjb3uD(=C40td$9wm&ubVEilaWkC
zB3=V=?6)@=Vs0!m+mJ`O-dPWon8@+jAHRWr9k=8Yxf%AxMVp(L?5|onj>CWD%Ks6R
zrUvm}$<^D6;{|gfu+RSB8N%)_)Y=#Rb?@4&`uy=r8=rmkor9O#3qaV^5;RO#8NfD1
zcHtru%;S;eX@vG9YDGMdxAxEY@hld6{}{x8crt&;Mb$DjPguTwGM}zBpH4TQZjSK-
zF6<S55(J9_@<Z9)^Cjqw@q^@J@C^d!)R4Zw@cW=BPz$Xjd<#?c5yya;-HwhOPd9{5
zZFEm<Qmyh5M#uUjgdOAAlPJ;RcHg?m!V635UmAW{Oitrf(I|NlUi_b%AY54N5gI-*
z%Lj;LzJ7ha$6@5C85O$1=AjvK4`HA3Z*?0$+F5-KWj7fm1Y%qTJp*AbkIm{GLFQI?
zA|^=7CA_gG(R|qAa0l_X6c@~xkFiMw5*m^hMF=gHc7}vQ@0^ye>x3@@G$t?E2s_VA
z+OppY;EDf(dWgZ3foi(dhAh1))+X?+)lJK1_HSt6<j8P*^Ra+Ol!)Oc_<?EKY-!Nh
zQ%|YpABAN(|5UWFQS|aRO(A?MfZnJ`1F4iWBsq8|8lOLEVUn%m9BfX%?~|wLoRp0X
zpT&NxBA6Wa*f`Q>c&Ht;!f65t?bzz~OaF$6@fCX^RoHN8sqP|<{LFVps`uWBM@{`W
z!pPOdW^OKXxT05L3k_=v4fEMXZvrc1>N|o)9RGpEyuHPIy@^Ny<!hyDeZ}hNDMIpC
zNtSn(H#W8o4mg$$=vh|TSa#W1w%J(r*(jRhd6wIN9NaszZDI<xWL=zo%L}xzlz~Lh
ze#Z?^h%{MSI!6yl+uI}QSfGeY{>Y#zyUeV3jMB8no0n2V%^wQ@OR`bU{|y6Uk>;yV
z3aU0S+D@FDzJ5J0pNXOvj-aTaX$j{Em(XY7FbHWEP+7_D`%8I@5~FCzSBZWA<m@$L
z0nZTywID(BtFE2}RZCAolH7#?CmPIy%dUW2psZcAs6$M3lJa@)-F_$rkN-8=AB!bz
zx5cAFFw~Ve>a%?usTnYoG@}7l?@}E?^hr;EwWl~CART~;Y+7m7zgv9_!~t7{5ajIN
z1?H07QE_c8sVt_+NxE|kvU>-oZxbl!CXY&yI19@5=(NQ<<yK;4W7c1p&L-f`_(<Of
z@7Xs@6-!M{yQs{%HU1*zhfO4mS}DvI=?HTzfnBENX{>#pHPr>ZF_oob(m6i<S@hox
z?hH8$xT??kzHYb0sjJ<C+AriK4xjiIS9#RS81h&mgoHcAJK(}bkKO~qgqqQ9IsycR
zMLF%$E<s6HCjIjDp3@PW#s`5piTmT0Z3iHdozWCf_mGlk`SsFX0AGxeRKUNtT1HcM
zh5GeZjpRY~3(<D-%?jB~1)rw8!!Q}%Sl*KBy;qY$#_!Hsx|$W2TJ5y2jGK^aP!mo1
zntbw>TNtxnN6|uKG+u%UM<2s<ou{|?=UZUS-}9T`@63M1Nm|#8yl<&Dlk}aXhGp6k
znkshr_{iES76+C=oB98%qA!_`zzy2;uc2M(m0||%Js<Qrc1$m$&z}1N#j{fne+;$M
z$wb46Di)Yi>zh9K{p&Z&FH4W6r-$HNSQId9O}bLN+BpX2aU83QucvT9O1t3vl9@Q*
zR9fE)M3#l4r&{560Tjq`vhe;zO)8QYn7q2i7az+Q<_Q`CO8g*)y=%w403@co^1R&B
zi;iHnVxbBwp2emb!~+QJroqSnmBMl<`;R6|TA_Q+l*#j)@fW@u(9A?NGjKyYIDgd9
zU<EI3PSr)M>$P7BT*eP#upduSXG@cig27M-m*ow({@d?>C`Iw8l?V>G!P`~K<XS*1
zWzg`cpEX$UB~<h{h6|s6=by8vR;<2G+#KIJ#vFG04k?UEh+pI`I|Kc#8x$QfNRmLO
zb64j>54V$w%41g-Dre7_qhr-b3IP>mv-OSspTg<VQ`!$WZZK0Qtcc~CJh>Zx;(X!b
z^Qq*^=xd{rp+_Y6tS65exb9Ux5&tg!Of~)6cw$OUf8TCj@9y9*JI?^;;~_RaULayA
z^)a8+zu|1ov91;M>XCv<=bc|Jfp5rD^Ii{*7FchtwhwG?-R_fDJ7tM`+Lq7x<FhZX
zuCeag%+W0}IKwKRt1DYYB_pdrgj-Qn(T%CVlcKPwfv|z7up&2w*9Gi_Qhek2!rmVB
zcOEoxiIV;xT6^2$I=bUJY6S#~dM?jTq?FJi?UdPtg5Tcg9T-TI85pouOnGGRHdnBc
zga1CShK<A;!<Sq!zaj6%12}fy=EI9bnin%w&!2A$zL}h{S516mkoeXY4mbAvtQ~Qj
z$;Xz>Gw_-5ZTsj)G3IXYyAcI+Kg{*BA9_m8?rB_9Xne<=2P=4)SVbo5AF^buL&pN_
zc;d$yZLoV|ufC*yp?^Yv#GJxAbQJ0PDMMbNkl{`jz_36BVA^sn14DzL@E)J9$nc@4
zh@k*^#XN4TbO;O=5XwMj8B>W=?t}dYL_a8gF~ch`tpWk<Vq7_5yg9;@VWzQt+L{kv
z0SSycxp(z)?#h&5nKh2UDQ{(77w|~x(vaPGp!+!^mv_kaQNLX&u#E}SlRgoD2;(`!
zqrzk{U~aX0f+Ut-wQe#(#)?#)=h-DjQiK=)1Prb9d$g*fxr{If)l9*c>M$6Yqnd)D
z-fz)AC$zLHWntbr{Ssj^;c>-t+WC9LJAUZZ_Fn6ukJcg%Tq5MZyIg77oWwvnS0ner
z;x;54JV?mMciYADDYEsb$muT7)N}BqU=c{5^hSTl&7K-T62R8hIWE(gAk%3@u?{WS
z6i!=tWEkf-nJZbc(@=e4tY;%3pyBy7!$DGV!o^PB)qyA#y1HXLn&5HhQs`7}P?otS
zV0#gH8~-J>h3tY@02y0WESsC6BwF#a@}=JqxmCn#QJLcO08%v`X_#Fei~HD1sw426
zB0W-o5U>oI#Zcc9!O0Fzk7O=00~Fj}l<IEb>h6KaSRjN0j5pWxc2@T8?S(tE;ix%Y
zHfS#19-j+4LOt0V)S~@5cRTEZk%zam$2(~cx@x%yKEbDQd133Qe(vfclxuK=&~-H)
z^nd_+KEWkEdS7bp;hZfK5kg<rHK{z1nfmE^W4!nS^MS~B)E3)cLh6HX!D>=P;oEv4
zkiLk3iibanD0f8VPf-fAN}ZnsNk}u0ftS$u0ijx?rYl{brmMzJ?+4HPdYowq$*D;F
zPQwIO>5nYlpR}W9vMwu1`u<bXx}hVD8C%ikC9{(ibCZ(Zh9I0SPypUCWI_@3Cjbc}
z(^bf(W6>lgCd>ZDvcN+B;?u|M&RfzlBbF3Vwj@Gf=;(V#e=X$0rSD46QxuVB6MYC2
z{PQ|x$9_GHNA)C3_ddEZ%-y>EM&+Sk<snby7E9rlSm72~q)&vxb6T<>HOb*D(!g4h
zM-adLXT%3#nwT#}9vX%IdEZx>O7`LBXV*DMOnd9+7*w~^?^cKKpI7u@0=a5n>kUqW
z#AZW%5Xs@n(Ql|;w111=>TKsHC2D){Mj~|Jk$+|5*~;bT77nRPPuoB-zuoR%?TZ4X
z{(xe8{tl1=)KXkTaJ1U{kO^Z-43z%wX=;m*0p8B|qPuMrzQIfoufc%(=N1POTW+ht
zH)$7T^x8ZAa4*r;mzOFjLT~P1{GJ#23Ks>ta&C1keUEX_1usFnoNz=(%Z5#O$);sP
z{>1^7=5N2@LDvQ==hpo(uEzmTd|l&F>G&zKxR~JXyk)q<9@SI}F9s1XlvS@@?!ZM^
zp!)05l720Xmy^FfK_^9;O%1L*-mUFmJ4=gPGX`%<C4cqO5IvbN8*cg*tvB<lCY5ng
z=S!i>@;%D)>=0M2fo7PsajYO0v(;|D3JlU%Y~6bL`uC@sy@QXZ_c%NINw@V-X$R3Y
zEl=jJ&m0Jn>sjzO=Gz^c(9cK~UmNpXM>N=sb6v?aqy4+@{8P8#KVUrZRC{`gdJh7>
zJU0IG%6=>Z7$qXkanvk`!272B(f(zEmr~KtbtSwo{Ad9uD1{~I27fTTAxIc$>BdoW
zD@O(Th6Vaw2Kow-p67!0)oAC^c3UK;Jv}SVhu#jS_wG;Lmo!b=4#6^)Zb>=<9jS5Y
zZAnuRkA;bv`LA|$QVWgZ1)<B#Nucqh%W-DkapwB*4M|;_Ssj}<2{vySVzu93wL)!m
z+bW&5;)MI89Tg1UW$_Epms!ZY^7E$Qg5TkPB*xP^EU*np#jSzj1n^4;40s=ehG&Mt
zg^%0BFBZ+dy`RE8b+}Fbvcc;ifv8dt<IPkOENDd0VRErthrAf{YNs#V1b#?Bw?_*^
zUV*?w$~+e%De1F&a<sGEtN=J!ZrAij6Fz0eo3RCJg{Vdb458931w58OxbkZTGLm+%
zSR%Um;(^pT7;bY^acvyi0KPi#jcy_*!Gbmtn3)Nf><@#Ei`!`kT~QMI_hElbxJBlb
zmm8D0y?+@U`)E%ZHnw^)tRNl6S|;uNm~rhCsYquVhEw>Q>@~PDpJ4v>a(jsk01?f%
zZ%Cqsew}9MdU7U-2)N!A`c$+)74ftsK0Q$zn(>NBW`LH4>k4%L>Z0@NqU$od<KhzH
z*U0UEGt}2N)CWp)c!S^s8#y<NC1foT9hk|(ZpzTf2ec%$5M)-N4&nfnn**{*&#=nI
zz6-r|3v&B53)789kXAY^F1p`bbmd%h&RldXfkX>S^02QM(t({2GqSd7HJX^0F86__
z86@ErITyN$`oY=KOIY|%G8+OUjgv7=J-j~vqV@FqN=5bx*YuD#6~T<nB@mqMHZQSm
zx^zKYz*%7&M^B%|78!&^iGdL4Yq=K|>_7M^)BI#q3V>(WEXq_GOL~tUi`qLveRcDB
ze}h{fE+wP$VUIQQx>JOUS7%+&7bA1tc=!}9*e?k=@=7J`@CbDoQ5~kT3cXz@;S8YE
z0gF``un?qa$%l5}+65cTL&oxfwQ3F0%nVPwjAErD1%PEFtzVg7ga8UMDMC<tz!3-y
z{w}x>PuwnW8<oc6LC~DmHjIwp+be!_@I4+Zq9f4<Jt0Xo=zF7in1x$*LgD0NE(gqZ
z6pSCVf#a@4b3x@aMj5+{>^p%nEE}NN;gjlbo1>hLdZjfy%(_o2b%X~uK2_*n>sTv2
zH#U}wd#xF|=JuX7PIu_LUM3zSk(2&{&8)J!PL|uWx<mUt=2^G*jJCrbYwj8Q1uEBi
z4nD^})~ugDeFpB$o(1q?U(-AYPJ>V^%3dnoej&aIM+ylqC|uCh^Diio_R}Jgb+~-(
zNc@i$Ty{~rVK+Zk%p^W>@y+V`WI8Ivk$l7&T{e!+C_hN%S*;3wR5r7i*c@E={2Z*I
zPmkQCI?})zO+NGY(yuRBk)#h_1bD~pX&GnJAwD{1`X-Adubho-7QG)F)Gy>UmwsEr
zMoKXcFMMfT^L|Tczwu}Se(%7|M@8cLFu25d@_fe)4j=QZI*xWfeAIxDmPGJe%{^=^
zZew(q`mh>z3B`bj-dk4ty09M+w-_4X<n9H4P(f2C1z!8mubgbrriKlkc**PboM0>F
zn~8t%tskXvZwX~~$Kbk150Y{Xf?VRX(3l&n-AmAaf^TpsL1IPWn}qT=G3ndqcR%@j
zar^eeTw^pA^bXCPGaUS9=QGLHq4NHb^0u4Cu9JqXXUqrJ7<>0fN9V|Q9+AK66$<CW
zRYZg4o~x{L@}7k=_{d}ayCe2(`Q@-vy%NhfcU3EQ$X~iwE1X7aoH|>aI{TdZ>ztZ@
z_f1##^_JGtHrCU2*5mfp<F?k*_xIDc5fnJNFAaJ@SHMm}{+#r)2w~|^2j3b7oojq9
zNLbohzFJ&{vXgS3N%WK*$C6a@H~1U<MHV56BFs#Cx_mj$=JpXW1XluPmMF}oG0}7Z
zF6JJ*d!8TA`#W5k$g?$-)o3-?Qkq5)R^8H&J}i*L?Ox3tI14;lXnvhmW%e?AVS`I+
zlIG!LA?Pe18S<_LzxaKrXChLML^$avNS;XjcSk}@Y;+h*7fuRl19RND#NG=FdE40$
z|3&#vo2-Gq9CHku=d*hLAEDdDGGqTyUxQzDhDiUgbP2n?<^Sx|*h<%tJf{|EJJk1~
z|MBj?qun9CO}-u|{{S0rFB>1<*8-ji03KJ^uLk&7Z>I(6XJ+0B&*`e~yiZ}3_3`PV
ze7T6$fKJ56*KpO+$+4Zhcc=6^eYTeKPX3Oj#_pcF<YCZ=U!kF?I9Yd-z=t)`3EG*8
zyz;Yie(omUB;a}p8O445uh*@3zh;LBQM>4n*YSkb^#!qqXTy{Ls^RdkqT%cdw`gIw
z>X#(mp<m-t7{^~=UWfeq(nnk$iMj6m=HmVM^3|;)@VmP*mk2y@AJn1snv@YIXCdn!
z6o-TbA;TXA&VVTPp?ByIQ)gg0y1M0MX_!l!W<~pFWRKe(vM1`UwL-S&4<cap(19U+
zh=k>a(f3xvNMvMNDMR9r;j(zHmGWzF4_y9pMRqK*r)%AGcbpLWiXr3G*W_1U<XtXM
zRJVQxkzJVAAeD<$Uu6EcD-688+{#~-_p!S*L5LmbRbI}bV|mM^4y)*`Xw-4n@=<+f
zZRl;Sq`>r=I8f2-1o$mEspK_j6q+ZLjwPR@EkRnJ%-uEnlKjQWm!fwDisa<w+32yV
zf&k6Q_&@H9w6G3yT2ej8gEwLi3~L{lQy<CnOO;r0OqQ8ZUn$E}Icd_7DZ(76vgN!=
z=*2-OKeQqD(o-)3GCvA8G6wkokEt&3^H*XZa$EUQh6j+eU`?_>4P>k-YpmoIs?c&U
zjlMWdd(Uu;LoaVeK&{$1+4i~61kJ_rMdr40hF_Cm{V11-9V5T+@y4?`amK#Jh=$D7
zN3sl!-aJT1B|k~nN7b~>2c{!C#PFA|?7M$HTlr&0aR+iT^CAstJGBQ*1e%`_TtEW6
zto#Txl-h&?bjQD6OPS!E3RGQkm3&Gx5Y48}&YIrul-*gepwk4p({Z}f^>CkAc$5q_
z_^c~`eJ0$_Rhjr=*`noyBr!7hNVT0pUE1uZGn8wsPG)VIxN{33jBAr3$a-X}`ZQ|0
zR2lpI(5?D?M}P8&2wuc9t?F{$O=>`O)72tXSH6-eZCyc4)dB#t+amOtp7BR+CxtRF
z$jm=&d9R>Z^DwiB`ZF?sD%|qc91t`}jR6-4J^Vv(V#1M99aM!O-|&g$Fn;?(rC}SY
z^el*$5ved#9<d3q7I=PD)a2&>5>`#oV6whn*897vBmA-!qVkm%pi_~Or$WpAbc$V}
zq}c+)sY<v*WXR<$-QH@uF)+%8$d7*18n7ji4C{#jk<baWQ_A12d&XTXB>7!bzy`t=
z@<dBZLfhE9sIWrh5C5y3#Qb0Vf9e@;TYXYA$eV;(3$vRGb6SdgGZRUF`z+mBYq-L8
zV_GcG%<)Lf&~IO@e3LO0_wDtuwf&AHNBV*LdGn$urgf=Dsr@^YG>|2u8UE}lX8|`t
z#t7+O94hs1sXe?NT|QtkzuPe*N?m9=EFjlx{N~!+oui7V2Q-B*Be^hVTx~xe!Io8B
zP9~hTlse)p87uJTYrk3^KPCv)U?xLzkboR`W9AZBRC3+jx80JMNT@5rc<#)_+&?}K
zoBm*9o!P$3HBgKWGYD{!?jas#Np%X8BAdTyX=xfAjd&(<M#SH-x+*Fpv^YG3Ckk(S
z8|L>x7-=u;ZzD{MxM;Pwc1A3J(8QNjTppZ$LVjS!UiEFCQ%9Pn6`QhH1G&#wuUk*A
zd#muxtrwxaM`#IxtvTiJBy}Ws9hfH0iL$~cGzeBMyBgo+4rorBeotcG=<TRF+G#>2
z$G@oMU?RSHzUT@(LLE!PehfsqoZY*(5s_Lm&0jllzy3FG(>OQsr|D^5+1Zf(?2fka
z2iD7lC$!Dfcyo0S+248cRVWd>QC#%0>+AkEUC+sa1{>C98_q`i-3I&3z+Pt0T+b`i
z=NA5GMAd)90GS-_S1sa?^zTxH-DGQ?8)=uy3?F`-CuN)>53tn1$dt(@IQ+;a1RA!O
z#)e;+!!)?c-NX^$m(^4WY>9Z^M0`VHv*bi`Lz(4%i_PuYnmy>{fm-_jbr0Hj06v9j
zm!B+*OE0azK&hj_rGQ>#ulCuPk7b3o{Y&aKa1!cI(v3gNS31l-Ive#mHj?oHQ1xFt
z>LUFbc5B_wM%`1)OnPnzi5r>DYnc@F4FApje4BpdVfOc<cDd1D68dYukEolW-kccE
zV+?{A6P)&7mE5blD$)<l2pp(lPMEw)kYr$)t~44(qx4^s1B65p^n$Xs>^W%OaWd5O
zyCbztJrphA3fT!4TS5?345u~xHmu92Z6@GIVp>4ou23AB%X$)ZWAI%$*ivup20?0;
zAX<mlcq>ULC%n8~UvI^l*5!GH?avd+T-V8^a3pDd<;V6jlpPwrSr?|eQ0d#dVq|-6
zew@YRVjQ0rp2;A(gJz=R;Fj;u)!QJ^t#`Qg(|}aAB`AfO=$Gl5%FfdGp9jx8ntM6C
z45iNA?+ieF1%VZLORc1xkN2D#V4}14J6q3Ru77XsYJ22DnCj$|hdp+q`8MW}p;J|I
zw07g6XJ&znwtj1WkNwNLdh(sC<e@pO6f{r*8MH;rv_;<(o*xkKPD@K_fldn5=GQ3e
z-x%b7^9I(3{E8HTp`^qBDp)QIn0N__17Bj70ryGIq9P0z6pWJ#B9)a3kR}UNxDiSp
z)c!rV-7>hHE|4OSi9#N>TmB5*feLHrnjl|(MO=<TN|TYiL#2OIzbBukD1#-v%k)JZ
zP0@kCn?rH23T|6SFBL*8J*_Ud9B_c$N(){=={sB~{I?FhwYvuXczEyQVa~@xs~7pW
ztcZ9WHTAYWC}x>?XbrrjQ-mYNqHz4yG9rb7DC7A4M}5Fd{~HAs<@bl6X|S{nRmma{
zC&0z9K%qWD2*8oP#*g$D1)Hsb-LGqrPXGD=Qg;VmJh{ItI+-E+C8=+~I*6`)8a_b5
zA`}2UI|kG6Ac+Vg0XR9iJ!yY;Q)4SrWAYx5GCb$jGAegl%V&?Q0TDJS%$IGLWun2Y
z{~?ZZ@71^Mv2See8~&SUdN%Fp@3WMM*i1yQREy?;O4Uw`Irf^x=Dgn%J%qi9_Ouh3
z(NVo!r*MCQ8f(dZMwC81jUM?k`ZhsFi~QoBI#K@5L-O>|t{-RR)0Rf9{2KK=+C|5I
zx@%M89QNJ~z>RF}nqN&e>gF_Q6*L)VdW-9wy5!<=bhaX6j={jOR7fD!l?FuYzTkgN
z%L&};J07(NM5rjBuPHm|O)P&$E}R8ret-J+!QK>Er%8X&tZGezNrth>_TJfmbCV=O
zz=3cFo#bCw>U%vQBlmeE9jm?Dda&Hq@H#HTM-AEiH`l+|`{2X&i^v&Y<b;&xddV!#
z&A!wrxSZ`{ao9@aykw0=BkN`X*X-g|2~)W7AowCd>X7dM83^oDcEMZ@Mxl<*-oA@#
zFRCW#oe0!oC2lS0-M7R15l&agn8&7$-C)~po4N&pB!cNIZYqY7AkPk$uIrXM7I=@<
zfqzG$VI9$WWu|AV8aUtav-->0S+k8hL+D;_!r|1rtHTd1?HNa37e6D*=)*IXpdvRJ
zil99pLRruy^z0Nog`q|RMHUO8`x0fQq2aZnH9{PZCIyk)<ix<2wmgZ#jJz)XE}755
zYq4nY9=O*9F6<hdY*N<pfMY_}QBJh1onrQ&&B+^ic`yv$t^YMtgL`sS?QZ8OJcJf6
zIoL-o5XzDwrjIwr4z>ntPQmXl<l5@k$ezKMyuTu)8KEuTkWM~rK}e@<Bu0FbZF3L0
z4t+^+GZGxBa=#-sdnFbbuB!a$6L&XJAglw0QUbC}$;m>lF63p$tfYx9P*JuPS}w2r
z-<Oot*N67*(owj%VB=M2@vZre6MQ<_7F%LTF)`@P;-WpC5?j9ioqkc#M)?6eo4vz3
z0zDiL`^FO(qLLWZbmKSq`mGE5KIyLIZc|aa$^6kB)GF9m9_*q0<x2Z&;_{8E|EKci
zE=|+#AM#V)7p2%1v3|(^J+24VD!8&QtS{t~c-S|iqIDdcn<<^3mpL$~x4z0($wgkU
zE34~4ERm8{I54QSYTfG!OR3nU;r+($HSC_tJ~UjZkeEas7zTRxKKHIDeYNc(;?>tU
zuD%z{Z$C^*IgP%W`q|6h!Fh|z?bV$}<QgP#@jYA*04=m)TR+s}94@Uyw!ln`5B&B;
zUQOLjMa4l`9-nnzB=_n4`ni2*1P}=?Lc(1T3rT=7rZBU9j-(*73+$1Z4R>Ifq+*1a
ze~!j7r_jm6AYM=Je2hJzxU&wWSaqT(fo1nD!>8e9gTOr`?QsSc54o%S_zAD51n+_K
zu|Vd(Gi7&@pb5qY#*fIWbX=2;i2&*;YCLeW#VQ#5{Oj<AKc?v6%dx~CHSsyzB*fZ+
z1+Kn!M}UJK0}eh7m7`UV`y@!no|*uZ`GF=<z4^%&uZPMCX};QVmv#-5R#LUXGpWL@
zSnUGQB$CxdK|z|Yv^YXONejjhyW3hzuC_mUMz7FLMqVB)P4q!*YzRcYO!2kjkksPV
z)E^p_6k@3ReMmmGH4wTh$r2cAvW0rVYU^8P>OpD24Pjwp88_khP$%)*$Esp)RDK6r
zzAhv&*h_bMD6{q(fmMug`=#ADcb^O=n78~!mpw9ww)~-(E7eT~)Z?DIV@*8FA{Fb#
zjgsiM6BfK}z3Bz0KJ>LuS$^5kP>`)dH3_8DK(lfN<_89-E+P>@v}iNkUIT6CiE$$q
zgtLBRAGB<lIXf=B`UrG|p=Ml%LJ$E@K`igebAV)tx~$+7=G$m+SyOZ$)NC8YzKoLU
z#Y**xPo4D-fqRC*4>4akVl%dqGWO%rx8u@xJ4d-Ce?NM@aPN5-E|`K3xl}rhA+?lI
z$zawlzEhwu^_EWf%>}J%P}n`^v4<yc^eRwD%dSEb$=p?gW~>l<R4pF5nl+DqEM0@U
zwFsow3`-#L<0vXDsuGB(AF`{p5pEQE)0$$vyv6i;i|Ozu)8R+!L#<*b<4)7~iUE@C
zyOkbg%~h2o4`HMCrZEvfUnSgyn&?KoiVY&dL0+M5MOd7Jbwe`ydZZ~7VL<@2WINn^
zgygq$lr2nA<klUw?|1S;C?uYIVdd!jNKQh>*F{OjYY?Ym_d;W@r*E^jpHmuE?9^D~
zb(_lDu75CI#om9-$bVc`?(~)ApbGtM<tmv%xa<e9E?co7+y8nUBnGSKDQ+G=O>$4@
z4r2;8y!E@^W!m0ud}na*!>^i_+41AN=D>4Mm=w#X{|`38TffW77wsE9$9i3LsP)j&
zN2)PJe5Qs;&^L*kZ<wHOm|LnJ|CeeSG8FQGIq?uZ6{+MJxi}zzpe7YyN_;|69(D<Z
z^$Sv1Vo{-;EsshA<SyV!(fG;bc0yhG;lcPg^05HH-+WoA@YJ_*Yj%2C=`sa1HU`ei
z<$S6B-o}m!zEOC1D4^8cJn{)4m3?L5cG7?7Tst7@bA5h)EQZN8F*!KE`(o%Vo~d87
z?3rP6<(uESrA2tsOK75Ai)qM#6`n5++q`hG6}7y=d)+-k{>1V^2kyIQi*Iwd9({VA
z!?;ErdFmQTj%&}Wyo@=GgTDNP_x8Jp;lBPr>#?}wi2PNF%@G+Nw4Q$UYcqm`4!A)#
zat5fMPTV8Eiiq&l?QfZQ*!Y{bjuvlj_JM$TybfLX231%CyVg$@b9(|Wes0e}IZriG
zPix<U%?2%O@I1Wn{ib*SAFu^6O*=@{5?TzDAB`jy9G}nuGAu**<&`x`Lu`BF{;(@I
zGPV7%9TEn;VZPfbnJ9w>H(a-K48Z3?Z&Ps#Yn?0#ok*VllW@0Cw+mEXLCx@?#f0VY
z>6`fhUhYiGC}vtm(LBQvHCs{h(Luo_(0HiS8kTdd?(tg6&CV^6&R!<0bMbDzqL2JN
z1HEu2`L6~y9jks;7gjJ7al?b>;#u@wMDbHlzW|?T9Gym=Nw5$T0_uD(nwR!ZL7pK{
z{8IEI4yg(Flv<nRB{bI1DPmA)$`Hox4jFQNQa#*(X+O)eoM`KWqs7%t+0QbrP~AJB
zHiS)J@WdC0;xP396UxAWQ~2TQEkdc^KGY)`T{c*UhA#L@sUbA*t%#S59Fp_Iw|1dz
z;5NzPpXSs~Q+;&Jh}A}gLdGldb8thcZTIQEt4sG)WQNN-B177$;((<cSlRqMLDRjx
zX4^;l^wZMJBiWVHyBKhGlB%vJo5aG>Ny|Mp|2+50`ELfBNH1Vop1-!Aj7^{%bEGH;
zkj9(adu>xip*Pu@{(Ntkdghjub6!>8Z=5gu<f8r8pTxfpWnL3M;w_GV=t0=O-Q*VZ
zBfaI1Tk*esLPE?fm`T$1V6<D3og(BQOLI|<3$eh3m&zh;&LWl?At5$~08^BMO!yLL
zk+hkoY-Mf3vuANp5{4G#fp9})Mo8!&w>epEGcqXBP(@NwwNuD@v2S}zuLzc94uO=7
zcs9cY4Q1P%sQ>ptB==31oDacT`UKKck3bCR?|bh;Y#D3-+j{u(D`<t$q1=5grm0|i
ziwX*LXGcVUC`|h671Sl07!JdjQCG*LLOl}U9nAMSm@O}ev7pW3wlLGoBan-WnjIC;
zoTNgxg${d}Sr9$FL^x?rUS!W2)5ekN5m}CRc7@*@yeAfk4m173P-y=fL*0nWN+D?%
z=yPlrC_4gSz=AlELjTMu3@Lpdl*cy-j>%u~o2ezj1V4(Cy<|{?5y3O3`k_t)A~F(Q
zAga6U6h6{DZF@u>4@@#5>Fll{69hp`(=m;oBxeCOWm$H$Kds|UL|Y3o)<tfI2v>%P
zm#!8IN8a@8i9XLCqNy@s*{YTJO?t7Mi`YEd?TOTX&ldLKC9OmBxygjPG0V2t*rZRk
zq3;jl%4}VI##_P4Vy$a8pH3Nndg;hvY@$G~H{!jv1g$**<TWn0a}s3stjZO|{YW*Q
z4kwfz>L}Hw(mM>kOFZK@_HF)&eX7v#5f{AvI_omWXiYWch*|qyO<ZWr-wV-?Q@BV?
z2R!)%p=?cVdZv;9=sfhs6XbOD%BUzB$w{iy^sD^}U_hWiK?tscG5fgy;i7ZxL6L}s
zK-Q+ad&XH<cjM(=5a?zgCeA~UrEDc(?#$Z5;pY&3wzb+Lipi-w!Qd)S?7A6UI(bTM
zLEU_@VL=_*B90(>e+bNg!2MQ?vumpdz3|$(vhKNcf2k__>v`R%U41b`uFYcvawda3
z#`_!o2<l?AWr-}hno}6|0>klRp7R9XCiKjK2M96M4R_E(PW|o_IiF!RSY87UF+yyS
z8SrPw&&R<1Tc9QoUo01E=ZlF;NJH%&76d$wE}Z3U@hQVmCH8~*Jx}1cR6JLI&@!mf
z21v4;CY0boF_|tg8H<DfEND0#PaNCcj3=g}2tWTIL})uyJR((J!)>NBRJT)T_O~>o
z5IonRM(-aYf-~&wcj`JH!q|6aVoc`|UF#s+SjKRRSDT^NH@w-Tr2uyK--ktm!d6y+
z8Ee`Hivvby2B}>@G=xWSXy~JmVs7Z}tAH2+R|{kj-Gh!z9trPIwxH6H4nT%$yo}T!
zA`he>`<x7+tQ3=@3?%MA2P9`^hK$4t-{BJA%97xVG&U)*wX@rB$|SKc`Z;Q!rZ!l7
zBf(lRH<=+^$zU$)zK^M+zn-_dua>te!r4{bTvc7m@V&W`2|~}rL<6CYGzS9PnoAfS
z)vL7{#_;t?%dkkx=;$TeJ$&>_ccR{oI%nqPPmyum;fdFSe_pGPzgGXF8$GVOz5Nhn
z&j+%9cvZkxU)VR>uWG2OTGgqr9VBaI(tJnM^jqA6;jmS{3M$Qt<MOz=qpuDI9=XDN
z+Fug5hF&sHa}TL7+gK@A)Nl_C1%zvkmM=XR3!UBy;(sai_Ddb>T@MM9tJsda!G6k_
zd3Q%%{pI@eR+;3H__xnrdH{zZITqzs0ej8}7Wg!vcF(zo*Wqatnn*H`w$15w;P2RE
zX<{JQLz|J_I1ndy_XN(Mq&Rg2z0(S3po>NFghvd-%-#PdM;W*oGXNmQZY8j)OMip`
z<3vXsL=k4m6-xi&U*U`%phh8kBIK{Z(^|daWE5f0@E6{Y0XRd)eddmP%w2g5t++^e
zphr)Qia|S_fo;jc{PE-`@VgUnx7d_Fs;$buvAgyBQA)};nsf0JIN--1!^=>R-ATJU
zc#n@NljKfu-QD6}{G@8F`F&d@ij0tJcc7IEfkqI+X+#-!@@?^*EKLqyO`_>3l7ooJ
zED{ZAwFUWQ`x<M_wPr#d!d7+o%ShR?=@b?ym`E69mL5Uuy0mC*K}^Z0?_N4l+z)T;
zwx{URkzE1p!qT^(EtX<IUQ%cx@$u8$cWbRmGAfy7{&Y7<fd5)7F`~9s=u6~to+MZk
z5A)Rz=BvybGKhDYfvac=nt%}#PWv#U+xB&WGkzZOu6D}qe$viW;APaW$Gs{j+j3pO
zQgXl%%BO!{e2m}b%_@K4*XIu`hx^4`ZzTe0ij`mQlU5QZl#KA^<A^bGmgBbC<NDg;
zV#T*Fp}EQKLQ7DwC1~mhj+)C+T|Og8(A;Wq9hmto;bp7@{vF@!3he?RCG7$Xg1ELE
zoJ`)rpLf-6w=v*JK+%uO3{AHmp(bvZy74vuI&>N_d=@@@5<YyUGIaK0_^cOZbNM#U
zHzyDFd^Ap9{Y04<{&n+<G`79`=HYLV<z*%*<tSZ73fivh_#2Mk*XG|9M*feb^A2bG
zjoNq-#7t1@S0q+Zl-jjoud30~s%q`lUNvjPj#@QK?Nxg#rS_(FQA+JuGj<Tk`|bO_
z*X19Vb&0R%Ip;q2{W)fv)9K!~>ApF|ntr@S8KxqGutZ&uDC`_}02K(_bFba$F>pv|
z(qT}EZqiAJ4E@^CIW!T5lp0vTXpH;)rt>$$#P4TEza<7gOZ+X7`1^rjP`|>4zEpxs
zo2W=}2GE7W^ayeXILSm-UvMcsweVI}Vp4+#$}Iy2PQ+YlT-tV=orQ~`fu5?BnW~Bz
zH#ub&xa0$Q7z3D`J%cvv35<CW%Di}+UXcgrrd=%Z^(j=8GQ{{4;}Z(*@<<lN&)5BI
zeph>S{4PB5SnZLyfPPKeclU<EDT9}9O3H2#*Uaj*{xNFSs(4xSgnDx4<4-Rdu*4c|
zzXZkFcMX@9_k2`KTFR!|elOy5o?rO3`XhH>en^}3kocO9eRmO`r;rkI6y&Q>FNRY3
z9?F`2-egPFXS47zYmnZuANs?&+x6`vYKfCDsL<@zL(Hzoo&X*!M_Fc%_c`6hd#(21
z<pQwnv1~UVyYJwQU*23F|NKaCvNZOhO+1~A`7P|fQ^=Vp<W$sjL|fSmAj2x+&E8*~
z9373Rxo1=D%CoXHRo%I<aKM%gmN-*}1JB6t2;R|r#hD^X7`-YJ1?cEAYLnf+f1~R9
zP-<(OQS^4O<xd@tubf<&<NB1L)OUw&UeFByS3m6Wh@X`B$wc%D-OV0PU7v1D;h6Rt
zfojVZ=d_#Q0(_6~*~Bo$^sWc;zdL?!3ob^2MrGtGguIHK8wMJtx`xQ_CjtM@1oz-Z
z!o+Kl;oqi#nf`0Q0a4g?;pmGe!l1l1)jI*zy2!U%+6@T!TVupe##twqSuOGQ;aM|)
z@;Awv13&l+s8sttLx1r7O}Pl6Z9u!G#F<Yo0{yhP<0gdzc^~7hC%#(b?C<e<KX5b{
z;BH|$rLkG`h0Y55fQ72Xk~wf0w<1`MU-6(2L!2%IrCuMT!Ee00u1UoRiB2F-TfGY3
zSG%`MELf)_&9?#4RAla&wet1;=Y~5^M_#V|*P)MgbImn%t$gm<@Y41B(}3E?0ePyP
z+Wd0mpUU}r`N=2plAPBc^fSk_)+eW}`eCT3+j9sI>nP$PQVjQdUsaea^k9W%ee>WV
zIQ;_lhZ@^CvIY_IhU0G?rUNdFalQy;hYLg_hIC9>Xm<51m?t74Q;(pIJXRi6^rz-1
zT&{gCR&*b;;)CzbD*M(x^?B^3o4OdypXq)MIS}$z8owRw5AM-*3IayrCfM$$;@#NS
zHz9S}F2;*Wq&pM29uCYDt=B(2xQ8x_ujww1tgEs;W-qrcNgI!3e!$ocVRj999f)ct
zYckXOhKnW6$jpU{LhTDriet!O2R3S=>05vKMW0}mj`8cX+7>a}Hn|`gumh+s8Fw_~
zpP%BZb|3JeOuDni+Xx6u@P<vie#Sq_XHj4^1zn2@<`gAV8f**FY$G6Ri%^)o2lw;O
z_gi^PySUP}XdbX=j*~YhXoI35?0TRTFW&Jn{*H?rL^WwPP*#(&GX<fk(HCSrU=<Cx
zT@aXz0{j6SYDt|tq4<w@7Dc59>f&<&^jV-r=<rhNrtRvY>*h@02vjfw#<c$h1SxR<
z=E+Oa;BG_#%?G16q()4nPE53BRJ5w=8RYXUmcox*jp2clOsLd4tbt5Ln}H^31flYl
zCeCw~^$#LPkR}<i-q*J>c|W7U)u+bQ$JO=HHFky37lYE;Ms}b~f$J(kr*cfgadrb{
zf-(g(W=eo99{2<HgTg8~jQkH`N*W8yd~GVdjv+?>8pf$JQ9kcmh}j$EZsDQ{pg0F~
zjEN4!GRB<t3I<{V9C@Vd#}GKIQ2&x>2U&eh${<f@nNT+g4D`D7EceZnsSFepNOsFe
z?v$#h*{R!ltPNlB>EvhWihp2!#_X#pXk?$vvTu;FH<@wAu2pQV>EUl*WrVlACx$!!
zfIE@8AqVa>O8Gi{uUY!nJ6F&>_?+%p1IzwYWkd0%VeN|#HVI>QEL^{rl)oVdOfXu~
zRl&WbxA5?SXM;8#f~SRSci)AMq_0F)nEWPx?vq+3-}fuS%63fn>y`sf@m+<1f1Sda
zMdfj?_V0az!3wUG5vfHgj;;5g6JuUS{%YHycGsbAY$p(pm*e<lL*Iq6^R(w9pPq}C
zcijr`E=LysIj(Hki~)8~obK1lUOXN9DzqgRVC|CqQTnxp<GLAM(*N*#N8J@_U(4rI
z`Vf51-(f!Q0O~qA@MxUeYrpG|qKNC<sJM~|u+OP7JAup!g)M!@0?w{#L;k%JaOl!8
zdhOk7`?h+^;?B10#u@VKI@zLtpY;1)E3Y1*&rwUUTi2p;j;yKc%vtS-B~_`)DOb?|
z9vR&ux1GlMS1^y}D;UcN1W}JCz-{(ynl?Hhf5Gx}OE`g%(NZ09;Pb`sXXU|$x!Qdg
zPG-y08^nQMUXjIjy~STLl13b4#UHSlJF&4J2;;jrXS+oQ=&&I?Nr)UAiYTiX4>WEL
zb783Ti&z|KIbm1-<jwO_NCUS)(J1MifIvgzDg1H=WOO5D^txRazwAemZ3n{=2}8!g
z4GpB%0@3{fj))6LJJl<UYUKvw1?2umI`7#WmOre#NQIu>%S+<xQBW6-eXBD0ru2nZ
z3#r{VWCvMjO3?-Tm~tDbKTv2*2?^ih6_XGUVNXcaj%M%eOI!oYp9Ot9aciqjEG%gA
z@+`W$ER>a3m6Ykax}JOp&A?zHPu-1OYf_bL&1<iES0A7uBZ8X^p7{;d4B$`$`9a1Q
zktSi{e8xhvr03u0iGp}-M}%wvhu(nD_VCc|kFkCJVOHKBu={+We^1snxDz+NJl$vv
z=FP4s6@K<S&8{@M-mp&GFg#6*_f2+rB~#VC8N+1A^JFT6<TJxhX9h{0pHdo<lf_bQ
z+eeZc5)=Qx`uRAu3GnECis9xr4Sxb3`jKe8p;hNr@Zxtuxwh+@a9++=sqyzUbh|l+
zH9``pso96M)d#g0t(1Od5KZ3qX4a7J*mm(WCZ~9|{&XJ`WYrG=tZW}INsDWBSHE!J
zZ*dB<)Lf#bZf7V22AdTnC@2aK^0_||F;Eb@%iRTzo@<=7LqjG)MS|;)5egx~K!QXC
z?m+jiFXk5MUx9T2o{&fdMSAG01SjDS7}$0t6mSH9IpbJ5!64p$M{44xsY;Mvhw_g|
zE=zXnwSVPKfl0IiP<D4U-Uh~Nod3S(r;Om|3V_dB*#)ncnPHR;=#Exsi00QRE2e->
zkV`^**C5vl5b;C~kl+<a@bEDdd4$1ZSGz|g6@+=s(u{Y42ynSJ)j*j!=<;+BT(6=o
z$oeHYW@0EFX|_xcr5D}P3h72@{Ksf*0QA6)s?@-&PbNq~6>2by7?(7N?zY>cY4(%K
zvk3O<usng-u#k{mKzLrpA!li%=+ND+f_KQs1*#!ifw5Ba?6OPTZR3JL8HaP!p41sa
z@=M%Gf5RijE`T?!`=^8VDF-IdV5VCS@|p@JUr*TzZGU}>nl2(q?!Vqpzp}a`mr#HI
z$PV>S?|m`NQkP(z^x(}G_xvRD1QBzWQu;7Qz%r^-_(2y?l;0{{5>aL<{&VT5-Qj1&
znbTg9{-A7L?64I(20ZwM8XW>;zi5A9f#W$2xm+%d4f*5?qH2c%mJ48L9d2sEG|Ltc
zq}$e5Iw^%E(t%g*ew|ShOII%C4~dM@!`#{gUa)W5?kU^u-!SeF6*uysL8qe+_b13^
z^E4d((!vgJ!<-pA>$`8odQiPJ95nef!N~piT^C7N&SF=7YLmxZor(`nMf-~cqSAj^
zeKpjajATkj5^MldsT`p5+5yBD1Drz0F-lZx^9B8GMjBBkAjKi2iZ-(CX)^5TGwl;I
z>{GJrQ!;H+GM!Q~ZIao3fm7&B3<x@lnG4K-lG!$4k4wjxQt)Bz1HL?V8n6lz_oy1&
zE)(#~0c@ELHw|wyRc}3O6&HGF#K8DmarO6N^!EYu_lWAN0pUAAaJ3o>u!&4i9ALo$
z(eu4XSF;;ZsS|$hR!2harWSe9H$)CVcZ&EUPYt>Ic0?XI_Og6&t7&`Rl>4T>#<R8L
zKsebg=@~M3(Is-iog@;TI`vLqj+hBWKps5Qc6WU#LF@H1zC#Jg_K8KD=i3<>xmM)f
zE`G9OJR9YXoQUz4lDM4c5mSiJEuzZS8B;nKV`>*pZOafxKD58;GQ+ai(Y=A|F%UfI
z0>70Pe$gfo5}b<nbUJFj>;<xyZR!LxHJESH(|D=(r}!+{OQa49e#}xG?{BpR+XZ^M
z0#F=apnrBU!!W6wcobxN9^}g4SR*TTr(GhQjp;O7SKF`j4l&`;--rYG+lt!S@);A#
z)7_?9j5z8>3!jZ_GeL%ww(N9#p98@q`pav4Z!`{fI-FA1S5@(DNl+l5x$#sGg9`gn
zwZ&*YM?Bnu88*Xu_uay*2qjL!v`74eEATFT=y>z<wHIqVYLi8GC*QtV+hQ2l^Pe0p
z>MQwpwg%JQ#mPQ6t*ks8=^T}56%_K|bryRhF&+HKjheDu;RNXI@PxZa8@h#^gx0Ad
zKWn|49gUNPBhRf%#>3IS88<|L=r$V#c)e$aL#hY@Qum1f;>QI<G}G(s)dl5(^YD3_
zBU|7E{UJb?jl~kl;|bNw%5}OsD54eMSoA~f9+!XBOSLdL4w!lwq2iF$lx_Bk^$_aI
zKx~Ll#|rG=#rs2}_lI*gA+31x<t+1CRe|3AZ_taww}!hKWfr`=zB4`=%lz!*9zvB_
z#SF}cFsPK%{clC)m@rR!?RVBH#8uu~SGV83UoUE2=b5+eH~ymjHG!($+mO#ViL9J<
zu{=<2)M3ZD*s+9{X3KiQd=UOAA`KWDNvX&#GyjvUn=adzH%~|<h1Owz<e)+5TliaZ
zog+6nGFC4YXL0rl_W=*rEpNcq>a@L{g)>)w)jgT@N0Ieh+UHiY+}JfNfN!gMX~yRO
z7Ql_JUK={tg}D&d3@JI_Nke~=xF0__xM@PVoSdqF2%{VYsH3l4t+oazy`{0#SR$5q
zPkG#73#30ZQ@3k1X}|HirJQ}g)+bB-Jw8ty4+a%(|6w@&b61L1QkDMPL5=TH()TOW
zQPT`hMb+b%rdgkTedZ#;J(#^1eK`XK6V{AIY2ko+=Toiz<*>~x%i2w!SgV$x=@*Le
z8_BhrFOs%<R^y7xJE{$qa;%m*Kudw%OMz0+3M$uEG&DiznA4LOv^v>^IuQK@9l*>u
z)B?v8k;0HgQokcO;mQWUUta=Dn>n}Imv7;rOrbP8Fj_V!Ej^PGCFKWd@(*OxF=T2W
z!l%%cn%wG;b)rw>v(T5TN=ocU3h=IO;K;BNfkw#P5ZMLYB31<I(7XkN%HbMpbq~}P
z4iotR2mUCt-3UPX6(O4~*K}Ad5DjwagiO>lNdQuC7Xufp8X#-q*zZ>gvxS=ip{1!W
z@mbq2sj!DO7*+lI?NZM30LSQ>6c~?Gt}yP$BsTyEjTSrrC{FdOUPE1(djfhw#$DEL
zwn<U{D(L0>O(3x+TnM5xzy;Qk_IsM*I{=V=XJL$JiDh)5{x&ja8d&Q=%>z}Y67P-?
zX9~!P7TqbDjd{;D!fRzzAiyhZG7(ArZ7|lWOy@$<l*y@G<d?r=>0x02S^`6wcwl|P
z3-WYg4$rx5@eUaAeIK)=hxRw8&&*Fz*fnY1{Y(qKC3!kND|kk!D*oz8@AC8N*+yh>
z(v#h<U;FNpSf=)7u0{y3{H1+fGpf&OU8Y+tR>VA4H?{fb_Wty}k!K}4YC${CDpx%V
z_nwtv-Xx&aSPrG*{RM-Y!Y)ydhY=3%pGrWc9et*iGLE|Gd69sQZt(i3vSsxt*#>0(
z2C@hs?hJfJ4q#65Ly>}4CjF6%uZKFXD}K(6c?nn_tWxQku=(G`FLN+tyhfX|PrD|1
z9+>eD&9~ppnnTPYNmn9Pn~>f+{ex_eE=R>Nqt`MF7hX(R{Rov;&+|H!WJ8c0&pTe>
zD`$`1_O<aG_0J2{CgDTFy!UdihfLycE{`X(+jaed4}A&x=}s6g8M2O|%tY1EeHE-9
zzrW&nb>KOpo>_*R4T1$KbnMbQea(39mT{21&n_eJwK_yW7BG%`tC_VAR3qkSwr0Do
zSkTW<MN2rRE7<X;32f9K;xQI5hV(gM5CF{+rMrURfb5C7-Uc;(`5=9(VF=Oa!`<ZD
z+YF2L@WPOKp&^}~c<A<DG6JBvL$&^ZDJXiIod^Xu0(Ptyo-;oL4q)e{{w_JecxxQN
zr|P5nJ=S@-PYqr|p7`i@Sr-V|1I)A~wc||><fitY*V=^bo-aZPa9rJkd%kfdJW_G8
zf`vq}Ud*q+GG6p5LWG>hlmkfpgIjL8urxst)KL*1xwvR7pIEFtrK6psP5eoh_>-3Q
zsf8sS8HhJnBO*d0Is#7j;f1T~7u%AUurO@ef8rq%{Inl~kv6t<?(Q$<q=!c;)RNVN
z47J$_JDD8{2!ggl86sAX&+}@}yAomv;n2&>OCPx~pBvT75biL}FRJ<0+?LkdYt}${
zoL<5!Y4D7xl>clxS=5mJsUdx0@`fe7H7EU-kPU8s>s~qQ-dEPW`(IQmdR2|%AYrL~
z14Ahro0{woeG>L$H5on)`;lp7afv?9_{=#v%wYY7TvP<~_iyl5v9_ly3`%kFecw<i
z@qLeU>$y3T({(lrorg#n22fL6Bw~m-^G#JkkPuSg24ds@m?C<(c}`xDfe<l0kGNd{
zI=RwnK|-K{@E{k-!>~`m;Lr*};F3`RvX1(C1VLwrP)0=xz&a2~2E2ET;%y=17+ZmH
zpvfbO1v-FQTVc2htE>iMmt*OMnCq`s^Ck#31}o4*jVv^1bpHZcmeeImqa4qEkB^7^
z1Ol4E$2lJ&Xa53E9T(tk)$(!EBGz)Vc5^dyqwN_)aEZqyraeitu^o&)z0I(UqNJ5f
z93J90sT&A(KtoEFVO&jCOhLH<@G^?Qxz(?qo)iZT9FzvrFkSi=<8y7m|1`}n(#D^u
z5W+wDnSnevP~wvVwfrTi{!L4PtESG&XXDS4PYsFvRn2*zHXJ1PkVb|-e;J-qiPK#`
z6yU;Gvn381f-C|w(Y3eemI?)<Mz`j+4{(}(UFr%sS;_DJx|jdorv)AOV}h*?lul=L
zH1$f8&QX(2ynWBs_wmnfWy0RdfZocmch$Yht6NxoCnroo2o60aY+-+IMD<XzTwbO?
zT0BQ~kq7aUb77mI$|LfbOz6;lSMM`i#wYt{HPLPz5V4R{Y5rVhZpy?^GW9qCz}4|4
zEsT;g`%U#ViqCifR8Nu&Y!%o0aPd!-2nmY9hP+Uy1OI(zk&ZM<s!O?TgXyhJXkG1q
z*kFh+G$;<4HeouR!7t-7_LJwrO%=)j0?M)Qe*v!a!Ph975e9}h2pB<GRz+QU9|F+S
zI=o`mP>GpciLanEpc<6U$^#A5t%iP9^1MfWc~9M2ltBlpHvBNBzVB)ErDg(}B^0ZD
z4;5RJP2aBkN_!{{rE7j4Yx<4Db}nvmrocd*xTiM9i8&j|Ui^~oiG&K3dM;K`O@{An
zh8iZwUuQ(VY9(WG7Tf($@WMnCL%MSLY~s>$@RIuPCG};K&gE|%V)rwcbFzaCh~i0M
z&`X3?#a=fsBe>)WP-6*E$the0ab(Z}UI@luw6cTEV{Hu&cMW>>Mvi-6wDOBa!Hty;
z_TVxOrBY61dyZ~9PCXaG2_|~L>?o2)R?fu10d;+#lo}R9ugI&ZnKqU5$=%KOjj@-G
zn(6CbX6EM_`lB|k2i~?g1E1Ws+F7Glb|r$@Wo1S=27)ust0bn%C4aHmmdb?lgWq@C
zzF%Wjn|wiXCY$KV%mWn}<hR?%{Iu!o=;-Y3-ZDLX=IJ#i)9QbC4r!B=!WNk?Tyt6?
znOX5evpu8{%G&<YUr5pD-(PW)gMW4J7Rs|_hjxteBu={ARRHTjO_@g^BcG}Sf2lvS
zVrLu4#a6dqt2othyXznDQm%VT{ju1!fxe|*&jB0=&dFyby|<}qs{*n$3@JY!{tO#^
z!8ZDm?Y<Fg<RvUMI$QU#zliktXQ#cV3$t5miKdUoWYffPW|>5n=&EV))N+E$>*F7g
z6N-<+pQ<S9E{YVLwEe~8kN%#Xrs$Cpe6wP!wE24n4vl(bDkR`<o!RUxg0v70kg7l;
z-ToUhEqp6~i^e?l20X_e-8VK|I95?8w54roM0GL36eJvtlp+FIpcf_<B}rsn?@lZ_
zJvVV?Ff}}?;%ySXT#bzUR<e<QjG`Wll8by!GF3%wf4FUY@YucO|6`Fxc%ad35ijz6
z=d|vzi+(jU&U&(3Rv7d=#=mOh+ya+-XT5vjbEWT<6ED(xa+bnkrS)><f>9k|;)wxN
z8bX=~z6=F3jQN$Q0Ztfb<zRyUo0G(02eN_GnLoOFelvhK#k>2@#rLMeEM~Ow*sFJk
za!;4!=CM&hzI6kDfrQEL)!{%#>t~#=s6X%3V)Ip2bNGQwc%@8TrUYI%1l#Q)hE<}f
zq7N(_J^!KWHKgON@v&Z$S~6;8IuF?GrGLLVqUpW7eYEPXbGdz4WgPuRjmQ&wI*TaI
zZc($nu(8~2Ah@%zKofxJrf5SdY(QQMHNw0J)<dWew|sBmm$l%Y*Q5ok=f@C4yuvLr
zmtwN55(Zye)IuXrG0f@;U~9JkVM!*ZtIFN&8*;WX(A$&n2oEG5-}an$0~fwSmG3oe
z#1aZQ>%UI-GAnSJZeA<&hOi;IYX8dv2i6|fYX6JT0QJ!c?tN#L@ca^l`0NwH*Wg3<
zh-=$LX2<p?*AIMB0MOXwuRrHumyF3XH)U0%hR$jhICf>UMa}B;_g}u{i;@ML&fm0K
z=PmubtPWahF1_w<E@h;(mt`ZTtI=rzIC>Sh_P0LAr@{^4cfXPJNj8V)60R2HImQcR
z=ehZo{+CR=(K3}0p1S^1Ps!8FJI&Ok)>$u)E-2#YjFeCjeG+wi5k-#vNQsU@UnqmR
zmL#XfcxGp02KxEO4`9NCuHyhh2_lce`nM8c{RnUTLvC)Ag0aEM*pP0*U{0c7vY^hM
z4zoK!9i2qsFbkzF3ne8-pv0!4b_Ib$TL}s6gCanHFE_LTxVs{?tGSb*Vb?(HAGq9<
z9{_!l)ff&Kxaa`&%)dKFg3$a<5KW?{3)g$#75@YQvMedU5gqtd*@-1mS$-C)yay}+
zAzu7v5eJHJtD;FD@ZyapYKHqF@bLaCm;s<skK%H3^D1&{TWfwC!0g`J)caEc8h1L(
zhzUql0zc$&zAXCxH0iw<ST&$IV$HqqfI?keY^l8tbN@=h6a<V@8%vxTYn%#7bkr;E
ze9^zlMD=v<?wx?R>dlQm-1JDQJ_=7>opZZU>W0@-E8Rj@iZU%WEQ**;k*i2za45A@
zPt51eiorI1J%R^+d^~gZRdk2cn%`)ai4A?3<j9R3I{fm^_)hAN|4_)~aemO_WLmq5
z@L%JaMG%pPi4M6R1YfKV%t-y<bU1S@+`O&q8(!L~G4Z<OiSwt@N_t-B&3jJPTF!-$
z&Rk@b{YRBFzhBZskLb<4F`FzjT`SbRDfD8+pdPQo>@u**8}vdN)6>eyyo-T=r~(K*
z1pkr_I=I{}9ATq<=Rt{0&l+P&cJ*vbdoixOchVFfoU|XoT94<=`wm#KhO8HC)z0m=
zjMGA;+NgKvW^u(sUA%2=Bw>{8u32O4E>}Je16*QRQ(&;Ghu?9aOk|qw?6)AQx2Z>`
z*XTXp!lHyB$9YxtjI6cxKlQUmM1NYZWy3Dg?N91(Ej6YT@9%y$BJBToEV<<K=cZ+C
z!@Ymu;Hvnfq;2EryE{>9$vrh8t@neF3Z~|V*FGtLt%DHoiAc%eys#!LJdWH5JU>=>
zF(Fd{7?5&8y@^8?5Z+jMYzPV&-)!31fJBeFpXhj<=y=E^5#l=c&06Mzm?U+B)73-M
z)r-@8Bhs&RfUqGi5{)L_S~kG}BNJ!$yYl$e=ex++w>PKb1Q3C7e06^Z1rYV}!T}g_
zqiP&;^vYZ055NJ2m`3b9#Z<4w1Co0&ao4%d7ym4G33yO@yKOs;^!l=aXJJ$*jE~}v
zK&PwQHh}6oJ(k&yp^F&EfpUD+A`FU%<?g;6U9cX#o-~}4G}WW>#KFPM-JLcl4nzvg
z%NJd>h#FY`-XiO1{Uumymx0`48D>0R{z~rGXl2v6&ZBo_nqMAh&?m~~#&)vV<eVEk
zl^!aS*5a3m9FmTVoTng{K0f(Qaq>Qj{3?n9r4^~B73J}zH~&ko<ri)`>o1Ac){`3>
zqRI4=$@Gcz8*B8|`5Rw2t+|Q5^tN(`y;3FKS0%1cB_0X8+zFPo4#<)fdY+cfKQfrS
zz8?ARxaYS~?Qu`su&h1_*Yl)!&L0B|Z>-2fMTq}0W52qyafv(1*xI)2!%sRM>uwY%
z4j5@<h@r{Gf5vrbg^dDSj1G<7^$?<ev4#KkEZ2ln`N$leaHM4P@K|yRJ3JKz$T72I
zAj&R<&dP`|8n84O4Y-_;qmm(}14u@L%I9vYF5}qqz*3+fJ#8*HAx*s;F{h9ShmeQ}
zfPVkIqW^m(bkD`Y69k+ocqo9auP!z~Lvr=G1o(3G`Eo;(guy!S4n$8J$J#*rk*)rR
zzxtZYp-Gg4d~^^o#B3sc{XVRgQ}g#Sj3e<KU=88gRC2(vm%yc);CGvZ0Un<U&3{3P
z_cXb3|Jj{2`8)x*H9Hv~M{9Z%6uhU!pw<hgtc;DxH(?rpt6>FY5a3w~m!ZFatg<i#
zDJE>i8xV7O=-a&`Gf=Sdc(&;Y?D0B+-UDc)`UHq1<&$ovd<&K#P#vKN8Hn%#5-eR-
zY_3S|2sx$awlwTD3EP(l3giIuB6BME{_fr*Ie<BUlzL^OiC=)lcZ<WRq6q-eI7@*W
zs7Ggm|J`>Ty~|ywl}CKryX4Xil1c7w30=Rx+RhN&S5lyPE2B~^w{Tx-VHB}2DnmR^
zP4E?#K|nacFN4UDLKMp)ilrsNiMq)}SM)sZt<{^k?_}oHQ?F>Hn>9VIp88>Gv+_cm
zB{7(61oHlYhuTyDqdt{In!dKACX=w@w17ows5|G!H)fI}!gmV)o+XZpkcT|GQ|3;U
z>`e?BZg)9?_}x2(aD4ZeM^ppAYM>7$@_jrK)D}i1c;O<t37Z4)NQV}EH**J~BEK&K
zE{TiXJFwl!=JW?J3H5Po)MG0)v6ts2tWQkY^txI;p0w81Ezn{Xbv=|mg8amj*38)8
z``G+_ET^OFEMbrWN7p8Yip!V&dE$O!Z}qPkRO_(qp`V4S`rR3U78}#Xjp7VC^`EIq
z(za$Qv`SF)(Nqr|AJ2u-M7&Q8t`R7INi$VJ&bOO)#YtO^Rn$RzvC8U91Ddmp88>zy
zbsQRa^9FbMY$Z(MD9m#(jQV$&&SlvBjWDO_OQ-1)>dTsEgQW=+@01Hu>y^*Gpc}(9
z@8|8Qcp6j6C2Mf2DpIKUD;cpGDD<r0*r!%tKY)S9e{6dHh2I8oK!I$nQW<A=DQA~m
zm$H4g@&iJeMU99YntT_+&JWzjalsKJ#009)<8>8!=1BMxW6^=k7q)T_|N1vE6Zw4Z
zCjOlRzpHgpG(<s_125GQ6t{j?PaoxxJd{*gAD%{KqNvB$UvkD%oslPz@pj_=$?S|u
z@JqM9Lv|Zw##Fo!&5jipbMvN$+ur$QyCVl#-`-y@{)KsanQbq0u3UtNFTt2^Y#azJ
zA#||VSY*zf>!E?|>+bImH8sRkj6db9ncI~-Zv=BUBS|2%uPS;RY#w0NAX{zJ_R0i%
zy%K}WmO39>Q^&cUqD>)HH`Q&&`#V4LH^NX+?;s52rh-OoY2W<n&HSrv{Hw(-TzuH9
ztyj`FRI8!cyJy+4x_@BlEeQF`-l<{b?!9ks_;1T&?H$(;)UeAjPIY#?(My2rM@I6x
zqaG<Dezt<aTz{W{tUMcGGFv8gmzOmLo~NHbBp>kuaYcE_m*&gFQ}S3Jx2rL_Nn~2;
z)ydT9_2d=gv<^1<A3}l|QJ315DvEsQjB|53rzpd<S#OF?PVv;O!G@!61$nE__*b=`
zCEq{Wm-sDSVe^P{b_(3^HP~J-?~bDdP)RrGp6$e)Qzs#!8`|W5Uv6qcjv;SS6&|dv
z!pZ^ta04K$y#BoJJ3a2(A1FmIKpG08lyheCT@pEKwPeLkVk7E+L=E(O8MKPK7Yn<K
zc#(Ds3w#yKtQ#15RZIPVjn7iN#D_5dfL*!b(RYs_tryUMZ31FIa+rxB;;oBQ9JoU=
z0BvCPV^s-lgY}Mkjg9*{H*6g^TrB+7fkUeRybpjtteEMqPoG6co!k^-SFBP_jhfe8
zqP(fd4U>XZnV0Tu{3R~eXQ=<EWm{2^ltS<7Cc?+}fxD-;JT8X|<}7yJwIH_*5i-N9
z5VIgy{5pwDnL`o9=uuKhFQMmzN8b2lS1?t32e7{fK$Zy;rK0v*mOng8WF@zl3G)IZ
z&WC`@Lui-f{Mv4wq8|g<y*!_3B0WEaU;t2=8A~7j4vygAeS^Q%>Yqb)KWq3k&DSlx
zy?K2@#6r=#X~BtKb~l*{2%Kxn3KQa$qHZ{xb$#LFVvL@{2{fx!3;90Onu0ZlP`g?_
z^0ny^waVsPY##IaE)9SrPJ<1b(ir{iOpi-^e^(uF18Z%kCF7CBfHHIQjBrhj1a<-O
zibr-_!GKiQ)Ck_z;^^aKl=E)NqVW9%als|=`-=~T+eJdaJtGggsWNd_1H)&zCA+Qp
z&t*u*ie;Xw-jh=n)>EFmZAkX>B;7)D!+fGiG5&7=J71fkrYB*LA>isn^ITohVQ<I?
z2qF|PoP;!+TX%ML=~j1H_ulc2liq{3U|Vwu2`Q2g7?$JiqmXRpxOUU(b|mj9A{5gN
zru>5d(S!u&hbRm0+@eo{0)o+PERh;qPaFuRD+F8C^n``>pu)Jr*PaRoDyVSD1u3X}
zp{-G1RJn~IUDd%WM2y_pS{8tzZ(iX#N7;l=Zq-AKL`<$>p35i}3juPV_1hs>0Z>kH
zkYfVKFT5TU_B{0#J=C=~t_PFQgZbHmsVxAl!!$If*9+37*5|(7){-8y#)Ty!%{JcF
zQMgHk>EYr?Hz2{Z+sFaN{7XjSpOJ)U$d4TkG$d_~R&W_5owCB%hzuNL%$(Y}UkZHP
z6OtEkSM1HmaYa1QCM*YQK3szBjD@9&D&204C}9+VW3W+jH{D_%ANJPMfei>Iz#xmH
zUpe{HYs_C}K8pT#_jAmoLurt@B>88C2g8o*_wQZu|2LslcIut7<8FF#ncFaw|LUbM
z*5b|buf6f8LK+rCiv=?g;ZdF|lNNjB<1<s%el;`7hU`5@xj(tD?4G63*D}{=^wXU_
zXmpGbuohG{9$9`a@|%7chIyR4T4*d@-<GMi`?k9OMevJH-dTb#&G{vaO7peP$i8oi
z8Ttn0HJN<*Ze053p5C8<<fVb6MGbmWT?Uh=H7A<i|KKI`Cy?i@yOr;!o!(Ca$@{P&
zG{ris6qq`!z*@>0s^QpMLZh#ff#4(So~lEC*`LV_KP>;s8X~f-ZIU8o=+VYOid4$G
z00R87k-7V#PhPOgO{~ex1Fx#A=JL2z7D5vGn?exK;s&BV@9K_Rt|tZrf4nx?stP$j
zLh!JBJ?7cZ8SDMkc=6`|d0jIfcr&r;#(dgQx4?D{dpP@WbZPWp%ni5wbWg@<=QXl8
z2VsV`weWSQ`5@}+|0@x{+?ft_@%nmk&gaxL<bOsd<a}M}wb(j})IM1JhWD{;u6*@T
zx}4C$>x8I9%)G!3i4SZIIN)Pp5rp~%oH9zETw<e^rm<02dR-vd(1IKQ47STK*~u8v
z$+xXPDPNa}zFsd0S^q#(;Hvwxm`8I<^S^U0DxWwK*(X=B8m(-6acm#g?|&@Nx#*$3
z2=%<cNL(~N`!>t)E%nVerizze=VFT8IR_T<tq$TXK5FEugT^?6*O*67DT{nV_2rcA
z$SU!&v5T{H8aCiifg%umLMv7|ZJzy@4cB?Ig&`#kLZ5nXUNX)q2FgWocvWV<X9>pn
zsW0aP{1U7h<(9t~*99^cDTVG*Oj-gd0s24Q5*zYpp6E5?*y`RI0G4(LbpCZzFdvY|
z?)3E))Vz6pZF>T+llMa+G;@gd6yVg}zHC5<m3MqzvPTFmE1Vig7m+IEreyKnO-qfO
zPmu2e3k)I%Re&daP;t}NCcz?fI1D$|$F&}DQ^oAd;^IsmO#iey*lBS0e346>SHDnT
zo0VKv7@F`v!a3r{c7^?3X?Yk!MC{MV^VOf{U3urh*vhWpth}za)vlm~yv_s*J!m&~
z@Arh&iG+lsCo1r}Lqj}2hWdXDsSRnN9!0H)w5o<>5?@wa`i%HArL~wCI>pNJyiCg!
z935q_R&)#HZR#qQeJOGh%FG)aZK9|a3+H?p7tgIRwqEr1_@{_>$=^TwQfnwNr~g1J
zq@MRehdJ^GZyP0iwgS7$=gg5xYY~z^!&SHTj&bn_Ymf;%;UL{KjY}jh;Zy2>*jkxO
zlSg;Ea6rx22Q*AN#0%qJlvt5`27&VU9@faysF?w6L9H111;ku62hPD6`2eq{#5D&7
zb$(U=T!);(wcQOjfWyIzfdq7hfMcPWT?w@ReYhmePykqb1)=Iip=<QeqY{0x>q}I5
zF<?9yh~)}F4t&ra1ac}Ld_oKS0Pzc0yhx4Lqx=T~S0)F6L8XBjT9q1FrP^IL%1<1D
zqJLnJs$}r7E#KGE+i#>l5GSewiIS`Zgc&`Qs~M@GznNG~9&!4scKAFpqjINZajq+X
zd>9x&>%F;v&;y(OR!C9E@$P>&@oG3RQ$Vg+hf%1wxV<A!P|m|k(qHD|6yt<7F)*WL
z=2)AYp9EN<EpO2-z)kV>n4QPi^|B-6gx!T1)8oNy`B>*=vi?yAE<7O!6gF8TgN%Rb
z*ue&>mirwZLVkbFc8lniR17@m)Fd10&`#)9XzE(38<3~&`Snrl1iP^#UHRAJ6l3qW
zUIv_!=vdwx<;#%QN|_82I%NM9632)J-wlbA=Fdx4q2yd9<wY((Ios>A-DdofzrwgC
zjLpk+D`-<f#dH8*5^aDG1qP6?0Os$}XCQf&mr)-92HC3)zBa6TfbXceCY1+r-~)(L
z&3$0~h7XgW!mS`+(6S8F)@C^Kci_I)IVQ{oroak>A_ZKoI{6Z&L}y}<8V&`X3E=mp
zaKXAX#!$%gy8`=df<G`7!wH+wM-sRPW=#JvV8P3yrs26fN<V^goU%-1`pZ7A<q44O
zD$27M*2MDC1R13~nc<2l%eyk9AtuDER2LlaYPSJ1-9Hq@2Vrj(eFP!m2%Cpn=IyF3
zz_$Blj0Nh{qG-<|W%bFo<0n;D7FC-p?q5B5sqF#l_JbiurV#Roxvo#O0x#sHvb~?F
z32;F9^r<vyZo{ER=Jl@T;x)@KrLqWidi~A~8pRGat!|=6UBZL_u$GO@gqg;eo`$4^
z8lnm!G=`gzs~M=!vD0!w^~>?ut=DL~U6V=TtW+n5YTJZuRjLW!L&7ONWkRkARrRn%
z?)M&t3nVQ4HEWIio_mc&Ss4;r!^4?Pq8FpB7eY;k7yE+j`X&h&?Kjl+a`sg*0#><i
zTH2Qa78UTdaHK2r33MY@@dp|T2>DU)Z7P;GPj8orhcB=JrlzhqrpZi}nUpl))GRSV
zat?kESsurGl9qQ7@7mzLHN0;Tk{58vLp@iVIam^};fm8_gM#Iu5r$u|PYrwD{x^O0
z-^f<Ixa5vqyG?QP?^%~eWvvT;+>5?!IK7;2^{j@n>X9FPExS|PeR7ah)OS#o3s-XX
z%ainT6qXnFl-oV<nTWa#x-H}<Duxw|&Sql04j4Xd9XxIQjlKR`(k>u~JIN)&d%G-|
zQVZPpEOo&cw-ltXP61c_ze`|mc-s3f&7F4o!~Vh;-v)dWyPj-o%03^%yDoJdZoLU$
zf#CzJPW#OVW)J&^|JD4v!++WZ_VK2uSZsg1CEoRP7BByP&lJLf?GIDkPQwt87*SG%
z_+h?(yLk8~JAUGDgswe319vn02S%VVETj-1DR;8avtIT<)LlN%&zlfOa2qt-#l-6C
zB+@RX+mZ#WskB@5T?eMO(f%K?-RN(0%2gvbLTbKQ)XcCmk3W(UOFQNGminvGhMmd2
zNPehe@AT%6F=N9S88OMzddcP;XXQ)fY|lq{;X1$?ElB4QOkM0Bcq^b0u}JpxUR&D1
z)%(h=-+oIJ+nz=&p)KKjOcW|4?XOrsgh6SrWw*vI6a3Kcwk=U$!u3=PYcYbzxnz7Q
zl}KWNAx=X+0A5KK=e!U&v^wm5MDyDB=Cx%QWt=Z>pYL6J$_oXRoG0KMn(xhpqs=ba
zBl}*%72h6LNcJ1c!yMZr%3FV$LPU0gYp$Yo{A*ixY#wcxJNDw<_bSEsJ>$+Sg{I%O
z_P1bLMulVdN}~;IE&N=$_(jE}VpoTbPr+^;?ESBe(qMn&Nw$}_3IFTt{5?3)OY^a{
z;~2=Hg(>9lF*&0lfiS&>V~G7|ryZNauh`7M*UL~)*L&+S7r0mXH1u5BVjeLo^ta7p
z<l^mX^Ld0{P8Z5UvUwlY;3xMoC)iK`D$`gWzFk@4FzCbJ>|Zhu*um=`JMXjum}4T^
zhW@WJtRsun)WM7*0l!xK(>+>E*I~=mK8w?tmotATDi1lZ%D6(@O5N>gMq;W0qzwzM
z^xdlK(x1uPFrNIVkHb-ryD0~c_nRe~yuJKzpKQ;g;!Es9Hp^}b%ls{$`>M%LUsN@C
zWS2N2^j^HZ|J0M7{J)>aNfU!uJ<kSHmtaQ0xo%YbkTF3GPtSs=cM54~;Osul^2*=C
zCZ1d1P!y^4g;V>hP^8O+8;TsP4F?*B4t5|2x&Nnb-d{)`x2y^5R9uJgx(HZ|y~ek`
zCYVLUVLE4on1IKS1`Nxg(NOpHc|k{sBly@c8?B(nEOw6$wV@lv0X88pUr4|Osh%Rn
zgE?(GS-{7T&ckJx-WHJ!>Fv2Il}SQNEW6c;vV(#!4J~4Mg|T?QlLXO`l8zx|3IZ}6
zaKd<o*aRAyv|jMg8@2U7q}jyDZ%P2fuv*=yzqgt?kiewF_ZOBIM)n}D{+M(f_G6Nk
zegMH`2(Y>1aqRVXg<{Z<vsr}LZEK0!*5a!;)aEM7zd!e!08SBd1DQqqbJi&K?B8Dt
z{x{D7#<KU3)jDkomO`OWT7(gnhy&_24_06AqWSE?#6eH}2&8O*Gh;^T8IYe0T@iEV
zz^^d9)%%RMA>c>hKeW_)WD_ZK<i!{w-<B4<`|r}?@nzdpr1Im^HAnHHGpeoT^pxuf
zbQFL7)tGkQ?%FHKyS`4^X8{kUN#}Rh7Q8{>PChwnO1itu%99^-_B%gag@x~EKAzSH
zt9^d=@V3@h?z|nspNNRso)&=@uAlOxbe}$%H8P&-WIQAPlCRWTQ0(@)V2)>s<@Ph!
z#te&4h1^r4ck)G7Prkq5esQB2ypx#vLw7cE$o<l;*oycXWer<AUQDot97OuEufRSD
z;>>%+Q*3r#lVBCDQ1vy8R(PTym?tfNbOEwa3mS1@LV)EiLp3bf_d?P?t+yPVOm4oT
z{jstn+EZI1=vzIH{74c=wVS%zHschZWR$RY4%x*wef8HY-=CLr-`<FvUM-9v-{sBU
zZ=b5hZz9W=&MDhwURrkhH_V23c>M)nv@<aC{fUs~R@~_9Qbey04%<d?r=sTf%QMHr
z@r$dozCL+&yutug`eJhSHO~KAO5T}xHICi?Vrv4|iPHU0anN$J(L?wBi|C6oMou2n
z@~2dwAS17ps;i9#B&Hg-Qt)VwEX82Jb!*CUluteLX>4N-OW(uw1h;W+X15M*+xB-q
z<+pmc*I}y_HxLO<VT+<ni^7N%##nv2Se6s#p9qzGmu_6Ahcce%9HQ4wej=2SalX33
z*n_2jye(Q7^~QxwhX0#CMJQm8aishKftggCMCFfaRNl!q!FPcbEkul6-<InQjC4F2
z<oJlrS7?*)I=B_fw?!W_GiQ#!!J+dw^R=O4Ws~EmEz_1v>2mu3cpDcsBw4KE;~W3U
z7dJ$E<uR3TX%_VSkDuoXY?0qC-R$uS#bn;!y3BSzvgEEaQ=c8WyZ_$U+x$x+m(14Y
zGD|>W4g&pDR{E_+&}pUm^RFI(BCr!g56;gebx%wzesCcA!)9T@00sF@@9OA}(x9vN
z?;h;}WYkX*ySJm`BTEBpeZJ*r_X|1>@jDC-I*$%JX^q(glSix<d`c>4m|BmWN*bNI
z{mL#<Uc5Ih%|iR}zK$v=Pe`y;NG@Meu9ZiQ$^?Yff2-xjzl_2(&dsLo%rbdsyIZ?|
z6}d-FRTmMNpsG5QXJIu_Q@bto!o5ZI?rXM8I4ZN)o0*grMaRFUU{Mgi49nx*<9$>P
z<#^JihEW_2hhyOuHD>UzxIw7!Unv^GH=t~?$@>wrL!`rO<5HB{VI4HJ-9tuzT8>qI
zn4TM9bx#=hXAkN&;e-}b1ao(XNc6C%z(XCxi1U+xkh&6uQm|VHVJ)@>nS&|BT+-4*
zmtj8%v7HDbFi7w-94dBixXU{o3IAt#HuFx*y&m8GL=FzG>P6@&%}#lpL0rY2vBaE0
zjtu_b6{3LXikcayyed#bl^#l|@m>lb8lGzJ0rr|@9BCI~Jj&?QLLy%*p>s<(On<o6
zh5<vWNjcw#P#^|9r5P%Zur%luog$0g;d<t%W##`qNkX*YAy1niqU7BO!s;B@sDuG@
zj|HJnAe{aak!1Z*3-A<E6q&J_^uC+|r<AH*+vn6Od^L!<2OnSni(^Q|7>NK^$|Wfm
z%ms{fDabm7fPhzn;3YT?QoTnlO;|~p38_AA1AEZX_o|p>!=VbC%bp5~(4gIyieX_-
zG-4$p^#9}T|602?a!gkdnJ7$|m%n3Bv}0AYqe422sF3|rDm!k{HpTnWCT@88(VN|#
zI*)2jRa~yIRq1LB@1yW_Rid9=inbGRUu}$@$=(wZPwqD7mZ~UpH!zXqSfwT-&&8VO
zh_zR7eM6;B8z%jJl`;J?VX}XSb$JUyMxpj265u#!J`=ewl*!u<80&-oYISPU0~^bs
zz_^6sKX0y;BLNw`=FiCOYGB3M6=7-Mcn&!j4t=!@vjZd^W(ySptjmO+zhcot6gGq$
z+g;K?&KrMgS^)!4u6`Y(LSmL-1pub}8=uZsK6V~<v;skpO#;j@j;*qroH*;5H$#%@
z$wt__W5V0aKN4y&amFs?&-@CE-HkY<BETwx^4yHIrh~nh-1Xu}FB8tdP1Iz)_4p-#
zww5hW3<s;o*#$|>z~yFm5mkm6{kRpSN7KC$XT7mIk2331+&#8r?8h2rSSFt-5%(B8
zbY{8-Z)6sHNH$%<qUsmQB@qpWa=Y8<H^Mlep-6BSu5*b$@w;SZEf3W-N^D8)Z(9d@
zOD*rB0z57leWC~o4hE~RkBlk7i~V?m!8v3^Hr7G7gq&Nv!Fr*@&(%Upna#z^Bi>82
z#&_F9S_B7gN31E(gg)SF;Nh-Bh@11uxr&MYPD&PuPn5_^e~^;hq!-s}kXqNy>xD3i
z=*l1pd#C`{K{vhqfnl_=<|qHX@#C1kG*Wlk@VR(t+4Rnso!E?BS=G#Rz@i>fc^;#h
zc+QZd^tE2@=ie-*n2%@SRXL1#Pe~I+#sQbsLcWfi3C833%w$&9R;&MbE85KrO;1@7
z`0zF-=TdYmR`>y~zv(w}79|5ykRKkyIyqhSe;$Orx!a!oxkC}OO1ccC5Jj+Kh4I%n
z6iBIR%+}2#q;V?#W@<`z^9Yf87mmzI#qADb@kX;3hosau*}zuwrK3drVb37m7u(a$
zDvcd`bd8f01^6tlAu)kSZ*qft<nlCnz^m{G#$(pgC!pO1$98|56kUqdZDA3YWBt$P
zCqe^5n)h!KcQojHm#4iOw}SG(nfono7#-HdSN0QqCzW&bqMA!*^_Y1nK4UyJV{9;E
zJUufnE}3%)xY&RsTi`KD=H~H5xN$oR_Z5uN^s&bZ4wZ!xZG}`L8zrYbNXOb6A6B;8
z9<*2=v{)Xr*dKr{6;@GXH~D;PYrhYQPFlwpuT1Y#w-^)Rh0)|0L}~9H+;W602>?XY
zRZ`i@t_JK1nP2l4{0a@gG$IS_{f9?tPGmylNP`zzU2j@lyIWm3ncvO$i>PsN<j`~#
zw7>nepzPJSR@rn@*|Z<qwEwB(EW8ydwNN6z_{^iAY1J&>jf^E;P5K2HMp2B5jtTUq
zFPNnRvRV+DV51`;CrhJqc{+FJ`%vcUx=M7b3x1nZlF9cdK7=2uw!XZ+y1lx$zO%Q!
zxxT#<I7>v?V{`)XhLW5r<t#O4n3)jkfkL6>Cqj#z2nP~2s4r%KmOlty`Qb~?e?c7>
zf~#hef%ddUBAb7Ow~0`|_2r@SEBNc?t_GwLDZTu73UG4{&78c!nV0<x7j*6c*qMun
z@<jU32u$+@#AWJzokx(QsZE`oLKf#GwIK9-ORt-(T@MGa7)39z_JOcHta9utJdrvH
zZbdDiTW}j$yyH{M>R+Di_p=@CVD-1eXDM;;#&m?mTi6%9G8`mS^yxrH;E%+}B2!k2
zyqK$_8TNhl-!#{4Er8fuaZvr;Rm*t#rOB_P7e@5y_b9j4^_3G_ZY<^eegnW0ihJ;`
zKNq0@#H{}x0Lz=idry(v;u|UbC2FBf0@RfUzooSICuF0WZ3<gGH1zJ9<T6SwtL=4`
zyu7a;_T2mFiUOz)5+u9>FiEQYz(@I^m?y$P=sE+1xEly4r~_EYZiWfZC6720gi_wq
zgd2&i!y=4sgN`8r;B$z>9t;Y6j(H;R@f(OD!#NbH`jWAhqH7f<fMJKG!GQhO*x)^6
zhaj}!L<me6A9@W-$i;W|0RvSUh6Fa6G)>45KoD2~z-kW&fq3J#I36DH?c$#kl$H#y
zr+9_3^6=F1sEk4K4%_g8uyMbQK;1&MX_0lEh_A+2WzymHWyWpdSztF%OxM}JoYB>n
z76PEKz8^?wei?`kAte3*>w`Dq&8MglW?*(@To70h9^Q-16=8!$5U?}Pq9~($@@a!K
zNmRqEpVBA1NOpMrw9P1g))dlC8XP{Iu~#f(KmK~p_66%U#>(h|?-&xkOZQ5$@O>L#
zc3%JrZn_0Mass5*6{)4@ImF|n0I3JZ!wK<v&tAdHhv}5?A-rYLDSU#X0z#vPjErJQ
zNnejb7YGNdbNoz<9`G9ol24O{PNOcx`?c(K8K*ObO4?E@U+X-3rBi&xRk-R_uqr}y
zjq0eiF6~%_MW%SsJO08e(1HV@fcvACuHOlxI=Yd`i_Q&Ym@+XB6T5Sbx-bEKtt7$K
zvaZTQw+5UWxKiF-KF-dT$WA=`09&l}{$A6)@))rh?lJ5LB)?I+{;zHC{7U<F6T<3j
z<eRboI@EJU@nbHx{mfX+31atkO~Z5FdEBSn<L%6A>O&wsw<rVhe4hxz5F_Fj^1mJR
zFQL=?-Y!|}!p2X|3a_1&;fsK)$thrVZ_WK3{3xobX&)vZft1=$2>8KGRXc%TslR}r
z8qOi_bdCVrCgFp96%1)DHV6$VTzdVl9<D5BU51%-37!bqz+|rWUC@`_D8>i)t{qrL
zrfjA;E{yXSsEhr~@YRZZfni26ODt8bmDBQ23_*j-!}59BQFGP+jPoAM0Sx+0Xf79q
zoFqOl^<Dugcj%n?nj?+`2#!2bCmCFYp=GFZ;=i~OLo#c$J8zYSa&@Q4b2QP=s&h$m
zIQ3ucgYp9B)t>`}fYdrQsB1ci3(Dqn;Opgs**_!88CN0-Vahdkkj|v1>7=Bv3=RL8
zOUS_+K~GCd&+w_kszBBCn2xU3r)gTrJpBp4rk9zUa<Fq^b9Q2$k@&oOM|--yJGqpg
zDeooML^67wys@H*c;rRXW9H9uQ(}%<Zld1dQ%Ma|N#|2ZvA370_`a`O`MX83bARFI
zuICZ2;1O(<5v<@Br@tSButSwFlO3Ja)J#w4mlhZQ;EfILj$ivgpP&&NO7!8AO0Pz~
z<(CN{Mq)KV#ygA9c<8FqfzaUWMD%C?!&z>qeu4&=fISWgKO#!xyM^t@Inn2E>AIu@
z48|?QX)Xjc4RX*;c3^`wGy7^zlB!w+Cuf1f_vpvZRYa0l7yzC58C0A9pYekk#T`{k
zy%0zaUWa){N35d9yT+Gg*I_oy{{WyNy5zl#B<5y#g+~y8Y6}NB1?6y07HclUY^Ff>
z1Y-#|AnB(F6=0l3*^bW5!vRBPU?t49iUuJ8Jrps6FuH;X;0VqT4#ouW|NYRQ;=~fk
z$z@~#uoTcTsyqT+aYOV-<%%>|q2o5?Z6C@y+3?(GYlFTA24ukT(tMxl9stj)T{AwR
zl_5_!`y*zl`QFR+4MeCcMfVh8H6Po-WDIP5ItR`WyBg#;nBfQ<O-v7|EmrFUDg6&w
zXC2k_`@V75fQ^uiZZ^6F6iH#DED-6GRzToGh?K+_oq~jdMK>ad2olmLAkv5m$SCO)
zB*yl8{Qmnp$8-F{<3Z2fdq4Mc-PiTH8c`g|SUg3hA}`t+ttf=_*rU7*{nFCzEIVft
z{{tT^!VxRm&JLl2oCondhx%6Tlu>lQNY&fOl}zOy6z7<o(Cp$hZ?gD3(t)l`*@afE
zK!5rvm0EAc>t)32mM(kg#_#o>y862p>kC%7M;JE769ib?37nF+ImT=BC;fY;-N$G1
zk($0EHJNIXG589R!u0va7q-%Be9}^PK*$Wc37vyEJ6_>Xsw@@eA!=hV-iDTPx6KtK
z36HKP4Pw##dSa|C*F|s@k*T!N6fAH;q;(^l3Sx%M<f9;spjD>Dqf}UZ8ajku(2$3%
z{0-iydK=oxmB~Wza_;B3nDC9`W`2Ecw4H#-Xc)#%j4}v&Z$d4E$vc=AM#85zeX6J>
z(T4O?nrKFkVmW%KDheBm=7s38=={hmog=uXqdX{*j04~)Xib*$hh{!cGt&yf5(Tl0
zu*#sT9y(%c#aQ$sYj`)lKRrr0uJQ&g(dVsoV=Rihh=cnMQU{IIP`Eav)c@6E>GyM1
zj%QgM&!lAESAgoXwKA)biPxOm=U3Nd*Vb;;mmwyyhAa}l7<-{)OAFD(8W&3>b3|_C
zLGj4@kvDQk(_og*j5NfUQUYJpu-L#awT$H~&F@KPP*d!N2vJ+KM=fbSW9fIs=I<0Z
z6{t5g#U8PZh=a&<cdjv=E|O&W5o3nLvQdwAYm(lkq4m*P<9}-0U4r<eTJU`NOLEo)
zR{xd3ArkS`McK29Q~2>C!k_5cWMMz^{yPRg^u11Q+x2Q`PC_i>TatTPlA$r*hpByE
z45^FEzs#VM{oM03b99OB_{QC1_hP5|8^Km)#|c*s?xif({dnea0N0xK9G&&>2pb;R
zrC3A%__@_kKjR(KUc@lv9XEgiYhx~k)aIs-TdUzeex6n#jx@>pc+&4E=o>s%-+&k%
zupD^N1k-srsXSp@bnuscHu{Yt{i(^acj>1#Q1yEr@=$>NHxfV9uu~eAG>0OA(#lVL
z_tFq)ZTf?xg^kWO=`HeKXdLL1|K%(uK>odwKn|YU!N_c!j{Vt4E!p*sy+Yw|IZA-<
ztX=NPN4|?>&`Hx=o|9YR>g)0ml^d$=qSYl!6U+Y>kK;Uf=(G5JXDUg4U#b(MuOF_a
zvOAM`+$_QJEL2{e_%L)QD|oKBd>asm7=*|>H4U3~7GwW~b#d_3EB)~BdSI&kad=`{
zVSMJo<gd4xm}xFR3ce58HNM6zoLtSALp7lWBXBE}<eeq`q1Jo%sd``2cD?qU`ER_5
zVh0PWN0c2qYQg-^*$+NY2Z-;Oj~q!*+5CT4`p$MeA4cUj%cpp3-ud|8Ipo=7AIDHh
zGx)<;`!tdxU5Pg*-WXZ?A0ADF8d3Uszg?IWexSLsb#ukH9b-wW^R0EaI>ZG`M=tG%
zA{<3U?J}y@+ACSXp2xjq)E>4Z_xs#46TS-P*I9ATBo8l%FT3B#Fyq8rJ63nH^SF*z
zRpZ;y_SJvDn3Tg1kulG)yt=x*yu7)xa=gp<H&r9xbj8^MbW=t_!okvKZew|)Wo)Ex
zu!D&J6YPdFwA3HL;{NU+CNIF8YNxCZur;txsk~L1Pp6pUmB38{-Z=`<B(WXYsc6RZ
zi26p>p9b0>W<LISlG+XqNbH>B%%JsIRM%Al9>j$zK36n(q3%^=A=#KfHv5l=LNzVQ
zB!`~8{tjBa&#u~h+?kyHfNBSe_PM#8+Dje_a#id=<8HZk<|Rd4>o_qtSb9DEQ~R!w
zTTAMXuT0_CF4=YrP#QK+8oyrR{tMhHZSKG<Ru8t->?2wc&wF2SmgF*?Z{_?+cAB57
z%hA5IjKJ0V{MjWEuGYa&`rFM)@`xz8JnH%0o$-{81RnLmTrL{fdd^1^3PVpkXo5#4
zJ*!1EZ1q#m=fxDCQ1u3%=x!Z4g4wv?1U7^YOvMJKM%cchZ2lV&i6uFH^Xfk@g|A`N
z+=v{Lo^B1$4hXh#N45M75+v3HrsjU*2lD#iNuKWu!)=Ei1R7;n7DP`6IoFA%jsDAx
z2NBNs1*njmA~ReyOAAKE)|+C{5XYYoLh4SJDtRvTtgD0yatbSpjo(8&ij@K#IWlQ=
zb{a?|*lKiBQROegv^1z<y78ekqMWS2PzpDIzwI`r1S4<S;J*h8PpfmD#SF_@)5pX)
zh0)O>Low$QK}F>xDQ;XR*jkV~{P8O|DPQv9^(@_!xF0R=nurg?ac=FT{KtQQzw({K
zKj_JgeK<Lfg#s@w2l7NyB9d$Dz9G_Qh_lgAO0HEDoG4d-Wa2W5ullFJt3+e8uE+@r
zISC+*32+@jG`!o83&$xK3!m$hFCUiXxGCN}mNjZsADVAnYg##NZy#J{<X=RK1^hnS
zuH)*GrP=obQ7<j7RFOL3iCqu2Z|)$*K4Y*F-C{yh7|^aGuZa2v4)-J2V06j-#)6is
zqU&I_Y;A7axQx1SQFxj`Md@nK;2Wv)UNUT)$Mc#Wr-iGs+06&(Ck!cluNnGfT7*=T
zEqi($#4sEb-<fdNnpgrVG;fcj$wzKcTUtq*656L>!2@<81Fw3dnv<U7LponOP^Y#x
zdR~M;IW!lmJ^vt{?7=E=5o28f7Q5`5-nTbGe(Oz6TE0$tz5U*q4_Wj5!Zi3A`1jt)
z!!aR?PjzqY$_57$ziiLcOtygQVvz7R*%EKxO9S){GxMji!;rRdOiSDCxASpI$9Vf4
zme!^GpI{pHCf96rG~_b|u(A7GdY<dF|0(z<#`F8o;Z`f}q({2*YF>idM3(S5o#Ih7
zFN>M`<}>$Y@L|^u6E9U;NmW}7c=X*4=xd4g8xh%$)azAw`sd>L)pmZ*JyEiQ31#g^
zvg3%vtTm;4+!<6989;KJe(W5Ote`?(Ubde)h5b(BGr+6yKE@pdy~O!UFC@>eZZziL
zj;8+m^vR1c&Ay)OScpS&IBIHQcRv=c|B$RGCU#6>ls(09mTKo~Nk>q-_MV38(|ac}
zU&gWDi<0NRec1WUzZ<dNg4ICQRz{#*9OryFDFnjv1E!8Pf078_f@gmnCZ22p#y_OC
z1A~;2I<%RON43O^{G99?oVX_jAkXnRmwe7rU*wVT%3ro1F++?7UXRYJy|fK%*5X>?
z$9Vsukd#pn&*ta80y{=Bb2IVsGO<PzwcW0n1_fQtc-)!r<xwij;+@K)mXiA)j0(9t
zJ$WbHKcUa1IQt(IPF&J9s|b&IYa>0eOZA^_kIb>|pi1z~9IKRjt10CYH_Igk%OzyW
zC0<KN{MRS3c}-b3P*`L=J^kRiMDOBwb*6$dT>?rqJ>8mxrQX-Keq_X*vGl?PW3Ij@
zb>EHID;Xl2xCI9U3%g%%UN@~0R<+}f+KFOi&O$GB>j?@7<I}DH$9xtA-a)%2l7e27
zMgs0D3?oLx_po2E(xNeGci35dz^@JwdvO)<TfWn<iVCuP8#~p`f9=?iT~{`#B&l#U
zT|8DHQ6Q;kKxno9nu{(geL=U8P6sOk53q0JyWX2(Yx)Iqv=o8(>o|p>a)F`AX)X(>
zQMd6w6gvpgD)9Kvqlo2wBrMu(4mB_Ft`XdY&$Y$x72<Iq<uZ4UgzwzZ$`4`sH}MUJ
z0pS_gDcc+-PY*Fj5}uhKAs~g8!vh27pCWA2T{;?dk?2?4H*V1vmc}@fk^GNogTV{V
z6r0BmXDwlk5lD3rcjD5aj+T6E_3}&g%_W69Iv#Zk*7sR{(5L(BmdDONP=G`|rTzC(
zxsa2G28hQpX;;%{-o2nOZH~7hCTT+OHi;sNhl<`^<8$0`g|Q%gg)tg=su0S03B}Fh
zpqEEoX;bquQuCb>`Zz)zdOOZ7+_Fr%<0#+F0Ivm3F-Ye_kM6A3N_y|GbIb{s$Ua3z
zbZHbn5RbZq;}35@FueE7_&w9NJ<`sPXAMrmOBEuozbJPnJh;hq=XMXuh#k>Sr>XG=
z?kCXN*%EF<a<C%QWG6w6G)<Mo#aDhW<@a&)sLV`DI~&F3%guZq+>rdbCNa3W@S737
zPjDBSFEEn$CM=~m@R}+zj+P2nl8C8f{!&Rz-)IJvL`Pt!Qrjc?_}E;B;SBodKk-;g
zHmbMCSoast=&8af$a!xxO2=NrJg6A?j4(v<Wr_Weil^l;r}lk!o#r(94YncG*uNUO
z<Z08B!`>so$v28tF&9%c7E&%+<}=RXuaZ<ZHM<Z0PcPM-N^DKIl>082oSh-QIx@-(
zEb=~&DvpQ2>`b!|_i%ilVw|8=xFMLx8;}<2mT5QKe_kQWzMVvH(pxGvpC}GExZyfj
zkx#mBu~1R#+cOnZ4gUF(haN>^bhAEI_*&&c6(!9K{$hQXzInpFaOM!Bw5Ew%S&U<5
zB(kl=0UVEz8eHDPe~k6r8-MrvclO_(#7SekBY|D?GjQdPg4<gjbpa=MU+lQC8X^s;
zDC^{;|2f38E+r3hyKsuf_g;Hw!fK4%tljw9cuo6qsg!(^tcr`=B`;z1j?5f|$5|J$
zUaDq1SA?<)s`)Fb`3uN~*=tUA%(oP_bh32Lo7`==XiTumS$Wa25&GdMQtP3SM6;>Y
zM+j2O*1y;~tlr$O_2ZU{$pQ#!s>$38eD>TyHCAM>;ra9Jcki*9-C@H_O<%9loLSiR
zewwkp^{~n4VRP=e!!~}NGp|nKX5(so@J80XKTA`elST-?oyBGKg=7g@5lEATUs^)l
z8-KtDSS$Cpx#t)o-PxFUj2ZlT*7b+?b6lJLSCaojQmzX}KAG_A5OtE;^@+6b+4nP9
zBXq<5FCTGzdLAX_T7%;Zy9B&nH1>=PnjGB?g>tb_Gb}bdJDV6DI)6~MdOZBuBs+9O
z>8R10f(T{R1ZDLhDvBg-!2Z~KzMJ4J3eT56c^C>`?4maz`;8Na&m9r^(g>A!gB`@*
z=I7hoJl?D8-m7a~Yera&=`HuhbAt%=wBDa#);oy64ovd9uzPEva@8Tq_ksZ6@!|}^
z^*Y%H*K|7j;M>dc>Yo|CKUq%HEcrrJ@?k(sgWkq*XJJCmEg_Q5<^XM?<|OWe#xNt2
zGl+5z&ly5Fh>&%8_-g16nk+Y=djczq0O}!A{Jj?vLYlxZL~{fKmOV9rB3$<P%yZ$h
zt{K`c+qaN{^{t?9wsns=6Met+Vu0vaGN~3s>PdNAGDO3JS$$2->(7p8Qyw+0Z8NGh
z6w5W&)4$;sKKJ)Y)*5xs0kz8ByF1aSsjAGKo$LsTriMU@7ujp`YpZjO>kE9t#5qW9
z7eejj@Ey6ptG{2W<$dj#M`;B3)FR=oFqrGrD*D-4GGS&HnvdRqce9i5RS`AF`1-a^
z%AxHkDojK?C=lDOX(TEN0)W`0W(?ww$iK*Y=;F~ucsJ0C_nEyzu4@NUX)&Ty(gfJL
zA3}ERe_=ese10B!Y7D%M9E6N5f2#bIpzS%2ayX#N75%`KgQfo5ofFo*Yr~A0VrUa5
zhFTC(X5=7Ie-IXzm5$<C9*&dq)<VWTPntZIzwdmsSctQ`i3*nw{PTUZ_RZhipr-Aq
zZ}e9`K7&GPbr?D+sC_-|thuzUKK!=h9`ZNg<b6!y4<^mvt9JMPb1KQ?vSCF&-r~ue
zyG{VI%O{e+ol@5wgQ2{a{FKPRTRP}~;FE0#c}^2QCSjOI4e5cs4QWv7hW5ZzQSm=u
z|8nCS#X;K#`!nl$yL-jK$5d1EFuF_8TIWQx#Nn6WLQ|h$U@1(A-#Mg<*5rIoa@3}$
zLc(bnGp>MA#rHBuY4Rm<djWOEKaWHeu#pGD-wC6sZUC*RoeDyP!idmI4z@lV-7X|h
zRb$92g@-?i)8te(hdk!wWw=hqNC|n&8yROmM+Y)R?X;p-9PW&2*Ks+5%`+%Y>lTtr
zESwUN_aJFzB2AufN*O%LC<51u9bmxFeV9Ihak~$KoCFki4bDwEdM{4@KO=LNr#pxb
zK#V%m{`eAyWCc>K@R_!^m2YlQw=t<5m0noOaZN+qNG=?iB7rU=cdUU;YjS@){K{RO
z=)w!U<vyl@yp%f;&{Jn)rbPWaPoCZs?=fK~*1V~n$A+=>BAz+RTq+}KzG<DBc{}<m
z{O+~CtMR0@Y|_Pxe=wYF*;^lINsc9m_qkCxxeOAar3b_7_WHTUaI!P-2WADpdjd!T
zbyW)5w=)H#`l}`TD+%|X>m5CO)tD>B!zL~klVwO*D?HANG({06UM)_(=$m)}Bc~Nu
z->kAud2N|uT>ZA+qO*9QV+wP$`?U4OYm(z#u{}g(_3<3)eDiYkd;|`w79>DphP6CJ
z`Rs$tshaOGG}O|OxFdBGm)j;9-^-4b&UIK1Ang;O)}hmjCSi5--(=O_<cd1{o$~~U
z=ucPK><72<wFff6o}|tKec9YQgy~0X_OJDR@8FN`kJRI;9-ylt&lI=&4FtE<>v|6Z
zW`E??^gs`upnh-uswZ6faPTI6GREKO(;m-)+6jz@Nb%SGe-kp%_9$*V<8WU#o&*Dq
zfs`|ZIXR-#p__@ysaGPPSHk5-!Um2rFu9u~FuKUCvfR(_d-vRj8k!e5X9i#F#9UHY
z>IM?-J-D;R$My2j7sjhJMKh0Q*EmP!k+U1f$wg#^Km6V_({zncS@>1MnMdu<_$Z(8
zktAW(Sx~dpYchdF*Z3ry#4!08s9z%u<0EnFE4C{uFMqFOEi@|q^u1M5=o(vi^;zN7
z#I7yjI9pn^>4m_?Pg_&>4iFE<$qu^+HC}0w<0reTajgcALgc|(yrXBNtH-y2{trgE
z>Hv6z(DOUBcS+RA?LJehi*tt;zf-JIPQDbWHIT40&~4}d|J|C^>s*Q?%G?P?9Q_B1
z)~zSk?Q2WWq$?!6av(|lz0FY^LW9xyC&toFW%B7T2%fz@isR!sK~;IHDo{fyY3^|D
ze9!~r!U5QNNZL{QA4IkcKGerAKn!w<MStGbWpPKZC}@{OV80Wn{QJEOs+$A14)><@
zc6aHEj-mL7Xlm+wDjEnLlqDE3G5P9WF&0+4s0aYqg$3`5G(|T}D^J$eVcctR+}yG2
z>sQy-VmmNp<7fT-UgfuCk@Xx;-?QI;?zdlWrINzMb*{YJS_f_X+{E}<hKY5$<9prv
z9!|zKPR1cl#;yR(aI$Dx7BwtV{6JW=K}1;blb8bbSliT;?fL6FbxYDuGW(b>Ix16}
z#Fv=X=z1D(iCOdVT|I)`(-$P5gkMl?pyowh1l1r%KP%TDnbF7%OL-)GoZ9gm7Hsm3
z@+5Th-=}pj%Vl$7hV_I5ZwPhjt)|JbremX-!D1^M8-p-HN~4@O(>Y_MV`<m-?lTr%
zPB-dsG`~_SRcItx0CH)pyd_!K&m-V1i>VRjT}0`4(v08C)QM(`q4^CHAgA5iMS$Lc
zGsHawx}!J-;GoaO4jW681bhcERNW`k-NuGaKy5$zaRg(=MBwstf{cV(?md7%i)5l8
z;bYFUg;mIr{7Xa0qFT;63*Ez<@(L~tY@Lb4ojdgAyhpGbI=mv6A2G8dYI7oiv4r_G
zNr3Y>F4Is7AAb#z`WX!bhJD#=IkFa#`V8R-+-ymaay`n-jM|;~0|l#zoT^80{Xw@W
zA9q(=*A<fEu5)ta%K>&cDfESSI(Pwf!BYggVBM`W>L@vy>tsU(E29gQ^UnW>JM5HN
z5jewLO^q++Pq52qGm-slth5#%6+=y#Bz}|zj)nWs>+n&H%tp9a&Q0~h8o5I`Ox2M`
zj_+HLal*jv68~J#>l}eDw2lfNVI$;@V*HlWmnTTQ%JiD|A>vWJcxprba$Mo-e(k}f
zQy!Tk&B0v5tVfkWX|(kY71mVp7JG)rQAK$cnLm4mVjt|+g;0F}m>)``4)kZ3BY~n9
z5mpSxAeVsu?m^7zNdbeiuS?)Pa5oCpE{JsWCBzrOCBeKAd)?0IyljqPrh%khsbtVt
zR?Bxu67S_$cf5ZM+=?<kOUt5*7R(=z&`uTGiC{N81q6gHI++Klvx6Ne4h^Fgqi!Pc
z!}q?fjF<XXn7lL-`}sH$-Gt7wnh(-bNv76ZVn$2NJ@K!gSDny(c_O&+!1SeerSi`L
z<r!hM?`RD>F;#ORWosGb3Ib}3!gCJwhW$mAjM@xZtxyItfri0-Ti$P2)`O`ykuMwx
z4ae?jN;MZ{v3w}Y5<1Syvh_^2_dMS=Rn;<Ota%i-6mU>cz0Bf#mgOb0nDI&!w5rb(
zXxz5=Xc!}jet4|186)9uRa^1kkzj&E3O&dDNWC1&o(J4Ul#e;)pYkj|=bOt|-F~UL
zf8#0@Wd2-VJ2+Trk)1<4|45iSgM}w-!{XUM={7oRRPHftGv=mlLPt}Q*da`&O#HXm
zn5qimEZKCl@940^%`*46rMd+4zGc{bte#+W)+euB?pwG@yPVveP_;-~gXFrN!If~)
zs?YDky(H?K(+?_fH}+F^=u_#FZe?b@V%;}LI4&*jyyzf6p@pQ=qNXd@8{<BxKY7NJ
za$sLoOh~$t$x}0-I16DK`Ej44LO@mR<9MKk+zLPUfe!y)3Or|!$^~L*(8~AWxv_lw
z8`x<s5`RYMaCHy>uI1F$SG?qahkMOAtEgp{@a){PdtO_h{vG$q=4gGR6Jsz$zU$6N
z?81CK4^Ftzw)1?%zfo67-|`D<&KjU`<Y32Nm@i+*j-hLDM*B+Ig>PVS_J@d8UQQbF
z&fw>%hQj6Tn=Ep0XcO8lHCY|SOKS3-^YzAjZT|-C8j8JQpPX%n$I0EC%kH?>qL}*e
z0(58vr}5+OgQDLa!l>j_*tt}gf9i=E|DXD>?_&@)WMFbiVDh;J0o!wdO*~tN3bU*K
zMfY)tvy*)g#4gKE(2Hp_XW9|4F<_OYD&T>4+v=mY^trcga&O(@=5G&8yv|xfr*qt8
zQb5GFBiPA1PSuEeao=a3)^TcmIc&{dr9R#X<z9g49Yg;B*9IIu{Y>PVCK8NZT}6zr
zV;FA@atf^C9f5<31s;v+ZQe=)hE@`x+6q>viVT;l|8=PzF!n+J&b#A%$4yu0xu+rS
z*em$3$XhMiH~WiE_P)D+4>J4i^C8dTHY7vVT91C>Lr!ORP&7(#rM9C(pYBr7kX_r$
ztq`E}I8M*)J&w9a6;2j-jtWq1ZiI&W-2c9`vhndN@Wyoy9Uz|caojnMx;qzBf7}u9
zNelgAc>cn)x?UfYJA^RDaD<2NiU1sFHI3eW4Ruzn)o~Zl>ezOmRTAE(aR@5@$r)(^
zN-iAu5t7*9KcS58WzGS0N*&1AkHG5^6jF5Kq{tE9V7t!-nii%eWn~891Cr<$DGvuz
zEy$P2*cU<{B=9wApzs5+@;P|cj5EBJ<y>3i$I6}knHZ(Z4oSqWi5V5JU7JX0Ie8w9
zbCbtxz6#TLIQKlE>(>|lu=*h45-DSd@zq1$Ibm$P7=0XSaHCDB*5}h@+)stTkO#|$
z?aF{NxV54_F<fhEh7mPh**`w$`@U4wIFEf8>+Lho?>_EjKY8AJ5f!in$jO63!-GQY
zgI&1N2~5za^glbt<<P)|prE6NT9?D}_Z?G9bv1&FT3gFB>{v10n2Ltnwp8!DRBt32
zRu)Eah>aQU^Z{j95KYF;ot}Ra_dnwo(0Mc(A)PnS;+b%|KNtYsx<gN83Fl6VrKP%*
z_Rn<MQiq#Elaa{l2fwF!s>uSXX!rq!3P{lI;qmlzDfEmfR|VkF#fKd~$Ps}xI0^_8
zL#tU@reUV(HBP!c1VJE&Dc@=e(+*D#Rph(k!0KxmjhiEoV2+{hdNAF3n`hc0TR1~k
z5s$Yf?lriwp<DL*h?wU`agRoc26i7Am+kXFJ#uUcNwXyjC(dK`Bt_yePEG=-#`<6r
zSVe%@Km>R*2oe7-5q+?PVPUqMJ9k|^1hw40oS&v|cFomnFL<2jkc6tZ^=|UjmZ!3-
zThsX1!{9t90S3@LxWOuNDD!C?*ABuEtO4_r{ve`&<-lNp1U3`n3(pb-id*y~?{OsZ
z=;;oV4IhhTy3ohu2ri;V@9J7*>3+C0T~NaOs`_2kQ!ySUaWSf_i&_(rhIRIaVeuAz
zkv4v+xBSkVgvp!LKQpc8wzz&02L_V)yEwvyBiQ!nlDdc#|MZe=%ppl2bqBFHxdtpW
zpKbkzS~p%nkEtThpw_FWo2Rg&(4Tu3{i0Yxa{c;#HHFjtc4`ZgXARqH`|r|suZ{;`
z%Q6IcH=`X#`hFI&gJ{RUw=~9eZS(va#?KP>>@30u_UpfIt8ijG_gua-&p+BL7va<*
z>QhrH-Jei=UN7GA^YpI_X0C}x;1#!rM~c5|Qt6k&a$@}%^td@UtF5}r8CNIU@Y_DL
z?3km}b`)KDTX7d*4)L85xhwTg3;d$SL=p&?oJW<sC=lZ<3|}X8bYyMqFaq4SIuSY-
z*H({18;HeCSSq(T*oMs1M7bXt4X53%d~-B(hzKHNw_v(kAHLcAbY5{^)^iuS(F}O|
zdG!b6XU9t<$`sAoCwQcqPv1{T&Edcfso}$yTFLF`UOUTOC}8RblChcpvI9LcDe-k`
znrI(-DkGQqXoOs3BpUI&i@DvvA~4mKe>SAGJUo-)87>cpO~YYpaM){D3M5?g2&St3
zs7HUk=Hh%B&T!|(+MV<OGqXU@UmnJXjPE!($!}`PfA&nXzNzhP#Z|j%j)b3j$FHYH
zpF|dvylCnD^5p~&Cf}L<XU&a_FUcHVF3Mc)UR;hYdJ<hU8C`Tp^>1DMz==p<|GrmD
zp{M6tPq(|W5u4}x$ewh0D`wF;h8?J>LX9P)%!8r<$p-pd^&=G&jkuo+r(93JB6g#I
znF$}k4u1=etcs$b7Pz8|oJ3O#JW2+afF7m`-yt+fw_JDffMpPt2PYuYv6f)kIf{w6
z`2+*5`17!P(on(Fm=6qJ_QYc&yULQC%yjFFoZt`uVfb?CAI1WR$wj<Rgww5hX~s2A
zU|w$Uqd49q+_i)K>%~V!#$m5XlyE9z(53}Bj$_5q>30Mr;db(CTl2~I&TbMV_?YP6
zYUDWp0e#M_bpqo)g7vDM#96l0D1*lDC+wi~1uuyf1o(25_*comn<0EjK~RPv1{7D3
z1=XDV$n9PK>SQ1=qBa+-6M0oju*m2EV2>QdRZx|vCYZhCwtC7xk;XQb$&w0Q9VIJ`
z_hRRhtBoz|<0LpeDF1muq6%IxUH@1fI{1&van==SEmt}}X#V7@DeI7_Pr?^-_MxcA
z2ny#ite+H`%GUBN2YojMeL=6|%g~6gF#2%ucbmAH6Bq<zd6#-Rvj=kxtLZ>St9UM;
z9yyVH-qp`vOM*PbTwC_g8RL#deaRBhiNNZ+M<Y${uGX}a*}wQD^F@B|LQ0FY^F4DV
z*=7!SG#Yh*!X})*6Cv_ly~oOST3;MD%uy1^UbG5Cl~b5y`8LPmxx~G={<MFk;__DV
zppivc5Gj(4&HRdnbUcSy7O+d-i#Dv%1O-ad?Lu<>w<3)r=-}W^#{y4^Y-iUBvwPD)
zd2AT93-zSb!k()4t7u<Ztg`d7exv%j5<(41%iQLu^`ZDa?#*_|wDQJ03)}HZS+4N`
zn!&ereza&n>gcbN*&DN7EvMP-QyodLCR~3pR$nmYf7g{;*tLGo?`Gn~l%>+OVzIUE
zPaa5o1a`kGftyfnJ(BaV9l^ZFOMy}76BxL;)XkWV@VV}HT+H56%)V6oBvJ2m*1&%i
zSpf%kZ3o$$&nEacCuU13TL&w9WBoQKK5<JOmiGXTJhY(2z{}d%phfgzlVA)mlox0n
zNrRiHi5z%TFypdHQ%cXPA}An)mj=2=9Z#@WCY{(f9HK}K71m$3E9^B=B59-T1s-S`
zh9!xA%tI%ZXBu;V>C8)j&_b9D`MJyB^i|*&1HxFB%40<U2+XQ3Zcr)x0Y>kHWVh6k
zb*G%(pnzL~u4t8q;vxaUGF}QYUeYpOGuf3MKb8Z?`iu<K+}v8zO#eLLzeriKT-#1r
zT8O@BD6b~G2>rFc=Xcg<Qr6y*WY67mNce=S|1%H&2?_!9w{?$%_K4*5bN;zXlfT^D
zTfUDzXl`Bdy85&A>)~k=<7ai-PtZb=ulL_?(6d`7r~H2pG}bnQr+%K*l%6_z4;6lV
z^@iqzKPr-w>mf}s5?Dui9rZ)i)DLF<{6UOe#0-8R-E$$yUZlspd`6Dzv&t<0&;};d
zvFXt^Y5t?9#n76w-!W%CF&Kj{M8>qPn$?4L_#d#<AxzADUe6!#j>TiMDYV*^86cR@
ziJ7D^*uUX#pHTZW8pp|lyW}1&f8oUG!D7$UaFTotSF1fD5ab8l+jq)Pi`u`nqftNF
zHvVh<H5U4&dDY8efiDfgPV{N8&^wB=Q9svk!tMRnW1B(o7oS%vW|CCQwQRM*<e9zo
zP<iakfj#ny!*nj54*sIN`qZRXmPrp?Y6?V<e$*?_LtPUWmX`l*3WGc%97{tG?fh^!
zhya!d%m5Sp8>a9GCQjR1CC&T`?f(^29mAj%5n%1UHBkQb)Wm~C*eZGj1nk}vahG_?
ztGG{9&A`^|yw>RK-ga>^z_se&(2agEiBPg0m11$aZqZzczoxl6F!Cf3nv!^IeVl0x
zflU$qXcyKrw!W)*{QS)qec4Az*PZ3&J3GHqYC3*oefHZ<Rw)o6W}$?o=EMn7(_It-
z{E}!C_KNa{t@{sVmMBOaeVals3%D2F2SBiCqxT=>ek0ca+G-?hD)7h+7Tq{JkAfE^
zngMC~{aKgIEf;dT1yGaM^EzQC_gTm_)Od8N;vAIG9OCG==vYV2nJ1sxydm2B2!<8c
zX^KXeQ4DW2LiZSdecV-Dp&<j>b?tKGSHs!8BSno%-ZPr_k4Br$?~v4N-oWP={pM*#
z-l8=qywoALLTPU@QH3`)T|~v&gP=xgq(}2UIJ*1Ha#={4Gi0;%qq<kePn}_HFI7)A
zi3#3^FCT`j{2AzSwdYekn{Q7j)w_xs;v?R7U)}14yu(gk8l2^NMlA5&NUYvYHgB+>
zabvgOq>o7{|Iq(AdK7)-iT$-ves?g}MMnWnH-q3=mlydZKWXcgj$8BP^5)ADIsqXk
znwNbptDhZi;0+JA^0B|8zS*TA6j0vrZMjM*^V-G7hLBJRb0QLAo9T0&W)Q;wLjxIE
zfgbvx+nOG{y1>aX^)qe<!44sCEdS=%a$QH2>0hRX9$>1dPhsv91G5-#srh?3TE}Vt
z1sTy8AyaH3IWbgMj6wG_jVAm)FU@zL`GWo#rX(?YFgG4idK>Wp!CxT0ECOyYn~W`r
zu>x*Fg*YZJK78#5+_l6k;ZJ%dn<v2CQg$KZ8aXZM1O+D#TV?~j$2tk;Mp%Bw{`-B_
z;`^tI-%mjF<1+@naf$*9oy=VU;LtFl#)H3^sj2>y7EZN=<ILC>Xe8p51eXYW<78k<
z=FPgChm1jZ>}f*w9E}BXs?!F|`+i?CC+2C47O6}!9OW<H37O%t?V@(xzv2B;4A?5J
zp36<)(zwV~opWvu<)uaLnj{gj4d_XZ@9q9Gw_uRGdnKXhre!Qqd*m5TyiZ)}##8pY
zW~@u*eo5~{S`0Q&vB!zNnoI8}QrnSkjC<~n{3>rPd3?QFE?ZJ=k!~inn<X{U&lYe@
zXWPUpXvc^=Z!$^j>aQ+f``c;O5NXyxytN^Po`iRQoo0itqV8jS;}&lpryRq6?!lhl
zy7;GDFTC3d9)0GzI+>gCysGtwZB9GFdu^yey3~v4@C!_G<{6vpyWfaV`QjDthM8A5
zM^_3@i&l``^Eys>ujKT-A*88+RPUJdOT6k0`7beSp*1}EZ`0eQ-#_LxYd(tn_hOV?
zu8$vsr0aY?N>D$n%>z*i*Dbk4ddS#E#lG0Ub(`=P4YzYc@7HbcG45VJnEZY6Z5Ofl
z2Di8!zN3deZotL!{k*mO`ftNo*PCV3*J>2r@i)pqxs*T9KxO#_<j7HqT=PrCw@(7U
zf;*C3K?U?~`3Rk&cyCXh#_@F%llVgT^2i<d4cyc;20X(4B<c}zjdQ6`CxWa(qI{`G
z5+z40`+K30ZNPO_$G+0%@7`ki-$iog6KqRZZOB4UQiI*w8S+j8C0pAtChsZi0^<Ff
zxIjVq08&R}jA38b8_-xZ9oV$-mL?G`O$E8e+%9a0q{3ru+@d2EnySBgZGm3<!0p}L
zz5F9%tmd$|DQ6rLRU8@u;hIBn{!vzxN?^%h;;>17Y4ugAJnQ-o(=5R7eWj|8UR$RD
zy!S~)cLk_f1%J#a`bhv>=RYhuG4c5x9e3T^^|3LY(b0B{o5|R-bd%@l#?P43pU-DJ
zTVS@CXSP|$__2_o%51c+9inw1^gHv@yp)tTDTzi`?@L;4+y~=yNp=To{xPdQC179{
z!H?rCuj^l)gIV29msaGWW{MZyK;=<)8dKqW9rF@6pHwlyH&6vK|IGTFE%3KQ%2U{F
z686)+ET^L(fYgR+f&!i#4*6>upXamF_LQFpJ}HlPf%umtx|BN!CYbi<Xn}DbL=WTd
zSK{LDIFZ|tZ&yOE1l`l&RFW=2Xa7O00y^iJHur?m%PV~ptV}DpT%2i4oD?$1dz9n<
z0(Pd0sFul7m?>%QrZe&k@t%a|{z^%vc!^LvLx687egL&`f^w2zDgyUQLB@Z+Rvn#4
z41i*%M+&A#fr{6ErVKQ4)$xB7K_{Z5eBpFj5+2nP`7idIEyx%xkXWSMKSf|R06B@>
zFa1HHhlq`}%+Fx!nj`N<b;V8)RNzYAnD84*5#h2G$%&3!IUl1MpKQlp5y6REVu-?}
zaeyy4g94i=JuQHP@GMV+S~lmFi{}{MFJ+yUxXW~>DN;>O$4Vio)Z&Xo<M3|^UPy_x
zw0XKevio*&n50G?eEJy6*pe+FE9`WD@DX})%uyVjhu)1!bUi@8Dq`Z?^T?DtQHyeq
zY5D{fQFn%cg~E!GM6mP_F(Ub3rEIELhRo?p@(%Og-l;0cj{oqMRT3>a(OH`~Dqv+~
zZ)L}U(X&sdl+V250C_w%Ftka1+&-`_Gq@?yw<QY7apz#Rn%1tG71iQ=j_K)D{B{Pp
z=s=2N*jtE`PCs9k@25rZ@O>Ic5@YSj=ucmz(?Lf(Zjbtq$0Th=|My!WBZPn*WP9t}
z2$?s1zQ<r0!#E9bG((m(X!;vmMZ!Jyp$Vw-oE}C^?n68tUwJBrxD{Lv+*cx%3r${b
zRYletxrHl3p|W|K9eE$&8y#g<^5$>mt5z;asZJC>>ZgC5=r_1mXT7>gBTsd?%Swm4
z`!{#-@BFTOE8l#pVDn1l8T3`E0#KN=LiP3f9pP?Q9$~pfhzi(;4lb=n?rI<3PjdQT
z7F=HM^r8NK57;Pgx*t_FtXkXe*OMl1HPv&ddEB~W##iz9t7&`uPe@R{;*!{;%cqJ_
z<wTuWWttae=+xCzDRdciJ}cmxcd#L?NE$f`+YFN3aiAN@2ICD*K4R3Hr}h6x?W{nF
z!S2R@FxIYAegPd^6I@|Aqct;VM(%Vd1jn}tcH47t8*;H5vay#jBF1&7CWfQdxH_!O
z-SqARg|OP9x;7G>{|f6Iis_yc)<uY1MU?8Kmh?UwT@by%QtD^yvOmU7ckyZC_fx$+
z#wW|Dc@BOipVY(~kF+_cST!@BzBIWeYx-H%Ou~Hph9NT7)WWvh2xm<{5^8O8?t^hu
zK=tIeP#U^|azfIR5}Vh9pdRpDgO*oA!|bLf&S4m{w)Jr8Zm5Go=sme<rIqdV1AFds
zh^AyjNYlr)_23J`<Ogm$$DcnB$cx*_;Vx>BHjk*jR2<!NI=KaUj^W*l)488qNeUV%
z7v!OI^KUNF4^vbAY||g=62at%hI7h?sVVPO;NX!&=mrBrA(~o#@4nAbFnP|TENo>f
z%x&eN+eY~K#C~HbsQGT;<PV`HIgS(E$NxA5{rQg8@8%3ryu9OCMDFwXyP&yH7=9M@
z@vCeIULE@b@LhnR_)Y1mSHq!Kpis`M-ewTP1onw@N+E0B2TuPAsbg)nQr^!f`2(E`
zc1Y^bLSr@mV41p~j@cr>=z25i7WM|^PFKc<SEc)5LmV)>Egmh<1|64gK@SDV7h*&^
zkmKAuqEMd+9CN5)c=Ej@9C`=3huCSDW8ySak}v->qMogF%&dz;_5TCTkbPV`eO#w~
zc$^ex6}!xFJPUC@IWg1x9?j~ByIt4zUq4>v(f;89J(qhp`TD`Vyst}lY?d5NN$A}2
zCyy)=;`*u8=hF?sjr@GWZ)!dgmJz|IO3Gipd_h?_lAS`k>nvdV`@$MycL&=;<~&H!
zihjf%%vFga8H_bktyws5Eq%X*!^SW@@>1g^^a`ARGD|bw7eP|J00y3$XHZQv2$L{K
zbgA2}up80?d&E@Z!_$V=J78OB--mkeX%e$>^qDEL#KBV&?TJuEW&;F9OI*y6>^90F
z46p3u*)Uua%eB+j7W5cW?GpIX-@ZC5X(r!)y{UcZN3G3kp>NclJJ8_g-SR#I^XMwJ
zd4cUI%tkaDp6Ia!4vsNUKiMI)U2%1*G-OZXpx>t0S2m8eTBonNxa_02TcgZmn3eib
zQP`gDuTH5k!nVsJTwBoEX_RZ5+Wo_W5x+O7FM|Dd#`n)Ywb@<Xb31I0S`D)|I6td2
z^o!?J(}eelDaNPT3Rlx~&)9sz_V(n9SN2?4-3Z4e!!F~)QK!p9!NA~)(|;pzaQ_4N
z{R8-e1Gvx3CV~xV4k|OQ`!^iL*@D~7KMhtCXt0)Dh>seS;Tj}U6!+j$IughqN25eI
zZ+^@ZfM^25&VK|wJ+e0PferwmXy9jO-AFM{WBxhGKpr6yx1)WAxI;~K2pSDGw49Ca
z=_g_`nA?kJYRfb|t&wwpU;!~i2G!ie!keaPFf|e+Pr8(A!Z9wZku|R)EWeSFZ>!0U
zGeml6!ARyvLuTLf$jJ1_sPw2PV=Y5t?Wj?$sIjg{UuvCeis}q-9ex%`G$(MV(6b>&
zHb%3rl|>-Cb!k}&5{@}M!1fai=e~uwGNBU`-8J&CY39V2!P#!ijv+aU5(Y}ryc~^E
z<CB){<Mn8S!QSpORo8vOwGYUYR_q`!Rr`D<!6=b%mP5of&ADTa8a|=js9|9aLS}v^
zZ2Z_z@jS<^%&5>b1BtuB;f7M|9+HQ^p%H<qaNOugc>lv>^T1V==PO{&1P(~@hwpwb
zBRuO1n(>S#a43~Dd3~Kaio5PaiV5fXi+OQDk#Ey;`rB<a+fr^5iIaiihqaAavK6xI
z74+2omnlcc*rT{k>AQ}PO5oZ5T@Oj9X*RvkEvrN;SrTpLr**)51PdRmby`Gyb*Yps
zs(fl<Dn*+mRol;Ia7?HDo>$V2kyXZodO)Kkt5u}()pXX3ZslhTt6hLp<GeWq)jSKh
zt<X5;HRe}s3Hxy!fbX)yOB~_k(HY_>!>4QQH`_Z_c<_Sjf*P@W@a;>s2meid&&+UK
zbWndvJPVkujpTn*RuCIE=zP|GmA*efs&u7r>ZEj%FI27CO=ARiMX^;6m^pc7YFoa{
z?q*$S5moYRI8u7JDN%=0ud@BvmvPh!TYK6nRJ9$W^zpS~7{5{)&7a6=!9$F+6LkC3
z`N#ByT`AbBp}Vi$HO~;w9f0;ud9JgjP4q-0?!`+yEd0NZh+i?YzTlfaxCreK2q&3*
z=yBG%d}-3Pzp0KO@pDl(e(OswjC?b2_K-_wsQEu>qJLNE5_d`sX+-t{v&{gkz-j*5
zU&N93m!^$GC+(Y);dDf|wguPDW-`65#_gxJe&)8<M{D*p)GEDHx~C*sV*Z~Y`c5D9
z)8zg0tI;^+x)QV}G0JZZ+~B}xE6nF}g_2w|Btgj%AMH=-P$ff7P@+a;Xk0c<ewkSX
z@HK8*YJdGgDdv*PQur+azih7z46rn>aGH#5ZXs>Q9H!+gU)u8G0UH4PzO$ry0!mgx
zufCb~-<RdxCDOyPag-!S*UTuJqA00>jx2BqWc(_?XrQUadlsl{+>Y6pA}l#z$WFj<
z9V@`0Hq93ZoHkUD_cgb=@4@h>aL}lea+P+NuIgrl>QqnPIddaNH^46I7$ss~On6yM
z=;G*oy_yGQev)LmNih5EUa_z=%--o1`QaI&yYsKPO=S`g4^YH|2=y-^$FMysn{S6Z
z@*`zfFBx`7d3H)|aJbPWIynL564wr`73RG#f*S@+)8;!2jkIrAJiaj*m~)U4`|Ivb
zY>ZNQW!)K(zThfE)Gf~jZ2o4Hl=qp!=$DZ`4`xOt&auE#ZC`~D^!r-vH0)+s?b|4n
zk(70H+S)3BIsLs)e#9z)Rz$^WZ*<;0q4C38Eqjw0GmD=|r49^=;{Y0-&y7Y-gk_o8
z?%lV|X?!W>NqC~L#NqCDpXXv7SjsD^Yd?QhebZn<wAhU$z25iwP2U78+Ik`Vhrn)M
znqoAH`MEO-xAWvN>`8Qoq%)Qb)uX7Bw0x`;V9F(Sg_lk2kpW1NU^N_w=oH95vqJad
zv>@8&$=Q5yP!l;P8C|5jQ-DJEJjxQHDvEqCK%^fhBYV3@c<)_=RzRcpg_dL%fk%mH
zI%7=X@pt<dEcb$*2)=rq>@4AI$p**NOw>MJvt-m^OCoB=+@+$?|CF|HO^AzGu`pSe
zLtcm~*~d=D(l_Xuk(*(-Aq9vHQU*oTa<JMbqlg!X<vI9wRe2QGT#)}@67NiLH|Pds
z6K-5DGG34vSH^II_FHI|tP|0JL@m?*lzkOS!h_T-r=95v4tvz`Gnc^9{^#7C4kA5R
z%0+|tBM%w5Fr;%)c4slklA8r~?qA`YA;^M6FOcGVfa9n<;#yt|XgL$3i58>2BAh`5
z*@3EGN`A$Dr2&wV{8rN9Z$H%G7ZS{6GHOp2zjMXM3a~<2qi@RI9SeT^AY9nC{R-1t
zA+%sXV>ZkA)O@K0PolPDsiJz5fRy=j76d8(HM+P?{N|^dSM`V<B+7d1pFKyC?xBO#
zR{XnmVcBOO|5O7!ojUv6gcm8eY*SVOtAQk4DXZ>Sjg0JzbPoN2$FA8jaa`=c0?t%G
zB>`7pjfz`>_9C*%q@4`<sMmlH(t`ZxVQojDwh}^VB%ZGW!Et26bVT8oG?S+yBsksP
z_I7ZO<g2;?GZg_zbqtd@itGAuzY~K!?jpD>X}%7%k7CWjlpVt{;va;Tbak#|^_1Lr
z^&t^sY{$?g`%veDAt_JFK+H+JPvOa(4hQ<o^o{dLp>lJ}K(gVZF6X0`;ETbceR8kR
zUXJ~qja@wVgpDDAJ{I&l8H-1Xb7!#SEZ+80;a~!6nbm${Q%d|9RG$q`7Z3Hn3-b-`
z84>-y>!M<cb%5jx(?&m%j%@dn0!S!}FvfyUQF08IIFkK2n%8CX+YR_)0WD_!1%Iql
znQz+5i2ZI#%<T)2xH3^<*IhJ{X0XDpb=u0m+%`DBo~V^X49(aGWyyxEQp*I<aPeE`
zH%=9_3>*7aUk`p?%j@F!qT=a`Dwf=;m`uuWWfNI^AII<AH2OTo0huK!nMAW|l}^-<
z4az>)ltuMB^C~pau%2!S@p8g~q28jI2mIu1Z(!U#xp!;q?Z++8$`i}5;{xtS2W)?7
z{eFBXPYF)Alp~+j=V^7jF`ng%D|P1ZJrJN3M0SL$;N9qGfF!?8gnlQ_H7i1#TX8!=
zv^v0fb(vcGUo6tN2XA^EX~wOiODC9Z&aY(>dt?!PVi9v(*#)T(f~>7*rhG{g4RDhZ
zYZ2mRrRw4w*m&f6AX;<Eq7v0-bWO9U=h;OT(YF~TekQK_W54Mya(qxZy|Krb$<DjT
z!OzZ)l95tBPsq)ryVa-T+TY{KmhQ*)c0X&6-fW4ZlJ%)+|6Q}5w@vqTZ9h~P*;X6b
zmsfuLVHk4L20=G}#czRQ(Aq7!y%;$d2%?j#s@whnvzsf8W3!C*vtAy}KSvm!hL*=&
z=jwga)SUb0P-Al&r=fi0<aV^Q^LZejsm$XjAZX*$$nLMyn?!{Rq-MvlRGlkdFewJa
z4uxabK5OE=z0#3gRP4=P=N^3og@)gij@}0DQ1??TsyzOPcQrg1p7~o;`B%yr_<XO%
zZoNsvt%UqQ;1)g)5R3%N&;@PeKJ2dy{Hsq<GpQ%%(5S7y52n|>ntx6}K8#I-a!@aV
zq_5j{9tn1vawKKhetH!oBAU07s(;8j{ItPUwlSGuliztQq4>WX7JNBSf3Y5>@a=Ts
z_V&VuS+P2GIOfY?XzMb{=NKv;U)=F@|11LaYA{a)gd3akcfdMv6qClG@p27vjHLnU
z2&Llz;^Jov(nOB`CKnn}Dj@eto9u9-Z5bu{Cs6cH!zUxJ908hlmsY)URK0Uly;ACb
zaeFjh`a!orSoRqk6xig@{xJmO!K_!djhZw&8Ro8=zI1!7Tx2FaPS}g1GipmN<+yKi
zV{e`QzNFs;>gx$Po&gVh#MRN_Q>iy*);E{7YJcASZNQ0)1%{DjoyN2!#Mkac`oOCk
zfwxIDEYeXo$x-W!uy1^i&NDtb|LD<qgGcAT=85v6gV5A8h-#FYHCUFZG|cmzfiNBA
z&x0id0HeLep+DKpwQ+A2=EiKq`ve3nfW!Uy?z#7cygQ^2>1@(}eI2kSXODEpF6~_d
z+#O08R3;^HX7=a_32%txX_)joFHM#aB)$0)yXjqiNLhb(zNNe!A7nM(03A7WXx9A&
zw+M<;N&@}WVH^LL=YoJ_h<km^!Sl$%29Yrj{pM44%=hiWdpnz2b<4A)zmB%;TPqEN
zPu-{~W!t~=%3NJSP&X3u=lq;VJzJ4O>U7m1%eePq<h5C1<t+8nvm^{HM>w}g+mn(H
zR^tyWT!KuMi26!r4;@x{_8)J%-Xb=VH&U;jCkAa08$Nx-`Tf~g?<%$Dy?pFR-WAik
z%0I;SP@$FFanyPCc=hMma%F7C{_EbZdYQ4MXCIBP+qmSbit4iV_JMZ5zl`zwMLq$i
zax<-h)1GHhuswtt7^(gf`v-K*3p&~qjJo2`PNWwH_7eOl5Xa|IceT+yN)c=82mlrW
z0VtFx(iDyCV6~RZibYdx92ps5ueK)}c>lu6=2FORN3`0dwYO%2-sYV>T1p7vKQ7=n
z!<R+m8FJn!W1wS;b(EK2g?FVUYC9htUlhmdyWxR3|Mjl6p)e;cw*rRhZ8=FA!#$ST
z-&rde?=SOjOCU;NflU*Vi|^woBMN9BnRRFaHRtFF>DX(K8x+Fwa%c&0ITcP35oNhc
z!g3&Rrmi4<@v^cMXpOpkB}gO5uHA)|5+CoBrBfFy|Cp%!2(3Yv(ta&bn++*JyEm>A
zGl97yTz(Nugwtfh26IaM2?_uoAKH-H0ZR&!js@<i#4~Wfp;5h(-J*hk85V0#5k9vd
zlMgT~me4(XH{$c<%&sze+UPVy#*Ju{i{w(B+0wpy5A$4HQ$-XfhS$4X{kwT!Qz5CU
zdKZF6o&2a~cwomj8HH=~x)820>+k$_J!y68Cb3I=5Apk<%`NVCacXNE&nv_{B(F*i
zge;{SJTA)-t6HKnJr32a#zOXG--3B#4e(P;+3!@+?X4#z+I$Fgt__M1LoG;&bztHZ
z^g7po9&y9nfZgruV%d;unQU>zlMG3Vc}epERw@1O_p|S)lzHZeTJA2r4$7*2$o^()
zxq3^oiAet5jA(fORpGz6U)(x=O1dc(=aH=zBS}pZ2?euQIFgUUGuhYs`i61>i&A^5
zSdM9_>-(XtjSZ6Sul<(aWh2QigD%uPUvHANg$YC#`3ZZrVrFh>ExbJHZO)Eujs{Og
zd-s61HuD-f4_$Un8T3l;T>mfh01X6NJZ0$v^VcWT=IdGm@s4j2?`)=8=hD5_r{<vQ
zQc?`Bjj@<%U*C*<<IU5uWhDEs<I=Fj%v8{K-x);un-G^3M}bt=#hLEsH_v13UJ$-@
z$mmDZ>iGW+e~il`$+b?dR=hmr3FErLt=P!XHh7MnbRZm(qAG2FoJq3KIqD!+{Cs@X
zXeU>M!1L##;Kq*4CrnjHcXf!U-L0Kh>7|ZSm)`91<G)cgO1fV{8Awnw8BsFza=I<n
zfC`Ft+DL=6l*U1r>iDea91G5Q>YU}-Hp<$q>ceguarj5%YNt@>j6Lh&@atwFMb(Qw
z+loOVp{r72iSbWcbiBjyH)*?jN%(6Fb5!dw{6n?O7Ili5p>RyG7k{vOG#@c&I2I%8
z6Oy3@YAYZACN7im_kOrTn063Um=+F`8wZ#cy%Q909*S&tXSV3>KsQlf{Z1o^9>yRc
znnP{M9iP>|e%2*oiCvH-6z6DHZTbhx-44s$@IQ#oRX4(&cRqsF%KS2aOh^KfE2yKW
z5h7mvm6+rJU)E}3zmJz*pr>A)w_e?Udi9<Q&))l<6il@mNoy-qN<Axft%=7uNODU2
zm%PY+#aKwF{MBP|*Nw`%8?PVD+H$p4UVdnCZy2K^vZyQaxnRDoaK2{*`~)NU93%OA
zMhpg~3KtXi5Jsn*Bd1QBr%qfU&Rii*T+Pmffjw8YlT&7ySg1A06ypM)`5mHOM7dsg
zPZ=I$OGaAi+1B;*5>O786gx3UMoQOC+{Cx!R=D&6%`Et||Bt5g4yW?}|2W6NG0!0@
z>l~CVl1h|wkWqF<B%4U~EbBPOI4XN&gpkZgLq^$(><}`t_d51DobkIq-|PDQb*{^G
zo$GR)>%QOb*LXf3PaUHcYUGpt$`9GL8}G)07RRPjk6y_9$~oG6xNqLpQPG=rb*FXs
zSOz@-?9T<p^X|(RFb;^wtc=E>PoN(@XWEhR6OCxdmh$wOLY-(jmA3;T9*_$@eoSai
zoM-{)N5@bR5Jx(z4<TlUMa>tl=clh7mD76CvnH>(yZd|bifDd~vND~d)?63Um)2FO
z=_f<%$;y7r0#7gNd&q{VC|*+&x#ZAwoChfN4X3|BUm%7X9!6-FfLH9C^?I52pY-0f
z-gFPFk_+e07#Z5Wa&lJnN(vV~wtjQXPYA0li1YaRH)5o?O}XL^RLU&>mBsb=*5q+I
zjF0(vy>#Wn<&5f7KUb6N&jp>?c3V9%$4lJMCGJoW;zb$}`>C}1O9OHN-L1%_BR&6k
z$H#S+!&0ehw>cAZi$Ekqs<eY+%mtl`8Ref2MsLvP<Z7^8C4yq@=14Ci(aBtHYcLW*
zoB;4~!Ao@9+5Cbr%GUJbOyjKe8j>3@W)(0gh&Bn_3wHxBp>QlkU1o99Pl|-t0FjI(
zFLT{Zpij-enfr{E(3bwjvu6-vih%jBZv*T$U2w>Almw64kFbQe51e~kC|N>wmDPGA
zoPW4s-;AAr<EMc}qs-c+a8~r9q8X-X12JZ$fVY8zZ_BR-sbI>S-G@#0p`zv)+2?Ru
z&SQ-f^{j5r)O|)1MP59eesgk-J%N53?q^v{#nb?1qHba3qOe5eBq0bVgoA(!D?z;Z
zRl2M>giPj%gJE<RQ<xzD1rZ66eukB9E@0TBJH<Vq{g8P3Qg?;KV=m{bOrLXNtmKN`
zTbNk9jvK$UBBh(YAX}SWnz{Gwpa7&XVJf*JpOVw-=aJEnxDgg?Gavb#j}!$3h$Mn$
z3AO*xa6%$?u<otUkr$Iz<}>OB<lJTs-c5&h&2@`hHH;Tv>1gBJt!-ro4{N0_G!d3-
zSfxt=SM5~<cn*(P8c&@XPql8nLlm$VoxeZ_gA^eq2M&iY@<xSdHw;T;kTScE#w?5y
zHENWnrTE*o`prI62!An<ZIsBX-&6N~qt1iB6B;B(z|;vg)=2@Q%;u%bsDDAhc0L-!
zsN-m>k3&;I;62Sn+VGBuxaxV7>qz0wtA-tm3X+3{$)a~<^kWtn9|ws0yz!R8*u7=%
zShK`?TO!71bCvP}74k=8nNJ1o#zv+q4QKG<?G2^eUDNli0&l_M=pGou*l+;}_+*gO
z4d$eZLKhDEJKn1HsUu`&z@=wT->LPDAJTO(bH}ER(nNa!cE6AwB!h?_uK^XUsyKhy
zJ$36whADXzF-6b%`A>gUTDQ#clQmKm(K8JyLe#J<G|t{$j-3tg?+bg<r$3L2L@Ss8
zZmHtnzvG{koGtf*X8E@sU|C^5QA6#+1st&!(}D`NCw$cnjYz+sh_xZR+Rf_8T39Op
z#G$#$p-jT2BO{;HZ(l|2u%4d}_`$MO82Xn5<GI*lJlJDAo98exW712$eAaPieDVC?
zVm7AhbCfao<3immpJMo&VzcL;H(MsHZyC?sVR+pu7)VcE{%aEhGB9K?Lw#YoAr}^O
zB}u=n+rDQ6f|<Ku{yD9p0EBHws)z)p4_VIo0AcrYidMV+V=y&2bvhk5-hauxPrqhy
zml0RKq=-S4nP%shm0Zgx*K^qzvCLb4UmfsDB+9eT`Q*_@gPYY_$?m)*4V~-4#<1bO
z!malX=h3o8e8#YQW-ylqoXo*$<x3uSJ)UJ32?1%N>lRU1<#ExLAq(`!w|kyiS5R@m
zW>uM^o|#vLb~m{02lU8<{5i|pfT~=*|1AK1Ugg92Z(fJ|UbN8)Co^AjQ0mj4t#_uX
zpj%^S*I1ScJ1C>uA!^Ea5Bs_7u7lC-pY_v&Gx<r33~EOq$OB@t;CXV-F8Z?C-Zo(=
z_?+pifxgqvQotcgdF*$bly*i{zI^7d0DStMwj%olNvnS~sh`m7p#AwbkD%nmzP2|U
z$UchljkAuWzLO>XW}(-``~4G3EDBJ*R_I~@!ZzM0;>r#3_F>=2l{0kKk1*sn>bLd3
z-X*2Yu}ngyPImf<B!}UX_4<>vkC@enlg}pOpE)ERjqV991mA@FhsA$HN)Vq;Q^KYx
z9@D3t-p`h<BZWWT%&!r}WCg0zgHQh(9WKhXuh;>jtRCFR6}!CbaNnTg*PlPn=H-!v
z4F~nnq3+Chy8QfnERh#EkADfYWf5vGm!Y#lr2@jus@D?1*nKFFlyo2u;w2mtl%uO7
z0sM+HGedR^#x?QxjUDPnJ@us)b=8bYw}4AoO(v$e9*7x<=)}Ge-n*rG^Kh%?<nJ_M
zC3$t7_GE-SP<ke0^e8Xs(bh?+N3gi8-di%981i8b|FU|-f~@go#lFr_V+5#9*4!$#
zKU59he|2?vH3JeY+6q+|khy&E@%TTRJ=JrOK8r1JG)Nk!I44x5kXSxP8qM>>J8_N|
zJUZ-C=-QwkM}gKLFz!X-%h=v43r=f)oqc`r^6%Cr>dW}<5nyb9@zacfMC0+FGgd3~
zEpr?q0`e@D#-nwgQCj^N<p~}rMT50umQ}`Xxd4$s?_XD4%J*`?9PQ32e(|w9DSWz~
zot{aUL4N<GV_$`an4{kRfIb-%+0}@q_<vbx(Hs4C4jo!5pcX8eI1%`RJ#e}?8kKzK
z{OI@iR;l<wMBzloDS`G9%+CLM)>Usa?dFsEQ_sGZ*SpODP4+Xv?bmOmy@%1mlWR^w
z$BE^w3;eaYI!)VfM%OVUq92+>gWRG4{l-6a?GQVJvO!OjZcdNm5#@WA>W(hi1=@`r
z0ohExy{)b`=i~)(=)*UsrDR^pv-$m&Jj&ecY$K&K*qglG^qT6o{1ZussXzQZh(i2}
zpoa2A`yLNpmynOB^*KIhIQIr{6(~f^#Rii;&4doy=Wh?4x##o~m-!<Mohk~XrD~Ib
zus<Sh!shYEZ}*%EsQ|vn>k!J+iM+7om|7f(o@kcI?n$&!!b~*Dxa@kl6X+$RQeNk#
z=cMNTylZ%of&st~uhZMvU~x*~ENL34eRrdRAXs>PB>Y(1?|5f%>o3dv&fk|{M|lE{
z2BTX90RuBf5pGy91jK#&t|ZpE1d)AF_mR`RdJPYZ?mKBj&8o-{iAI3$(y;~&kV&ep
zhN^dzOr%jy>ElwD1f{ft=tW%oM47-AsHJv*j-ah}3nF$4$<5gctx+d3p5~5%E@eiW
zwk~t|-H1l{=nX3<VY+oIZ-Y`yI=ZCzENMk}lt7qnp4z4NrnH4}F&um`HtFax$sJ9q
zu}8(FkCEsy87L7Kdv_A4^qUOTlnZROAo^I7b**m^7%NDa>c}-WKD$LY`v$iek?tB2
zMpA&5&cW^XwOkpMkbS{YAd`V$dMrWx#%y`ct_CUc?IqSmCx%-!I4!X;HJS)zt$D^P
zZBX_KBBmY6&Ww~*KL84btfLvE!v5UQT1Q6&5T*7>ffC@0CE&`3NGxk;Wt9ktIrzT=
z)mh<Bc|kcmeLv~6$<c<3rqVW^%zCDwN#C0)t2M3P766_I0&eFt=O05u)yKyL<>6nf
zZq1Y+M;$DUkMqIQ0!2GBOZh0Yo047CW{bribme#N^5Wp~);KYR&OE)anR|^P*>4{j
zu3P>c4+=Hv?WtawQq9@*@NN{C4Uli%6aI=C6~nZe0+vv)25|p@#@Wi>X&yqI8`2b^
zCyz<S{!rVZ`%O9Yyj%DfdfszU^1Y*7eo=a64sV9psGXNQ7O`gd(lHMY%EH(6{fpCI
z?_Y&-WZIR=q2C^LB@C2iKBw#Tae#sv#tCusJSBxiXhyF6Zg^+!ZpY@qljUW<$gMFp
z`L6?Sk__PU*MTe;r`i==h^nrIQ1oa&MEJ$1UE`7Ab?aL6yR%Oj0u6g6LP31*LoRtx
zmRAPTYq}WGSJiw)cXoM%-yA`m_D9*Lgq~F2Sm32kTy0%6;(&0mLxe>y(ve+&9JW)6
zh?{Vk`F{VaALTKAmM^<Dq5`3*aj*G_1k!`q$>EP5+nflKXOIYhb}RUCq%Nqmo29*C
z(N)imL9Xq|8O{I=J2`qls?l(VciX+HnDRBlqIE2gH4a^J|K29N2_Y;^9?Em5m6qL2
zm@THxiytFBcHnoVsF7gDTC}8X7qZjiHy|H(tRc<Y$3sXR`dMgz(OZD#d%?-B#q|C6
zhXpv_8vM&;eRI}RT+ku(mqC1SZ00F$EqZJ1>79UFNtHyn(ChO;X*>pJxTP}B=Rh08
z>GYV2g4|Yu#TB3@IEL7{q9MqO6k4Xv*J*UOWuwQm*R}3FU4{L-Zn+Exy>Wm>BxC*o
zx5T_&Bl^fQWc%q+e<%>??R>AbBI%f_NUa&DkDlX>)qYIcfw$AN3fz2P+lEXQ!fnyk
z(m6%V6@J2`VGcS@fY&~2ZB8JV8foe@c3eL^AQBB9LqGVPE=e$B+kA<VSO3S_x!GmM
zxEtB_dI`UC%jO)$g(E-}d{L&`+Q%e*BC9@{upJt-edo?y!)2dO!&h#HMF<0XR?st-
zXO-VAMkc4<T1+;oGM=4jw;`2<&St7Lg$Er5TOI1oYDNNE-Cyr)!#6jM%dh5-1qGYF
zEG_&c_91wDw4u`d;j;NaD)R#TZr-ys_;e?db%k3KhFs!laEZBOMSF_#=s`LMzkHYH
zD76e9Ri`2bOkTL$y;FTJr?h9_zAJB8;ep6E2#`F{3%`&IO2~pie4F{xbW$sMMkwkD
z%g|0_D~j#=qszBNxbA^L4EKypXiQ*x>5i=FP@rWwY-l&+3ss-Ti9R+m3Gy!dQiqz%
zOd_=1%W}Gup3M@8T53ha=L>!mu^y!d81uNb&YKBwr96+M+V118Og&wf%YK}&K7Fc`
zcr(MM*X56o)t^>jh4=0ghA!hMd2swsU8AZyMpcH3W+nG1A`Nlb53^D^_o4cLR`mdS
zhl8U2B}pp!!l&EMJxn+mMGXxz6h_`DMRfQ5q%cNgp<zX61kiP9s_CQ}aR85tJrhe7
z7IXn-29$;G--CiIL?kNXUYqCkL@`4YsUT8R4OZg)5=$kqogb5Y3=OlDL$Y-AMvv|(
zE`5&=u??X^Hl@7zeWBZp<I&gWpC+}eM!7ig&_*CH7O-M`LD!`BdYC^O$N>f0{HA$7
ze*IMp5x21ygoj>D6T0gBr`fBek&^tC_LO<W!8WQekfX%rP{uHaD;=v$KNT)yZ0FNQ
zGa{Hnixk}UXkFX9tU@%Yx`{&YCk0>4qxol#TJ?DWgD`8rNJB3Om}6*vm+I@pbpbr%
z5!*{k+TY+=4MpJM82+!D`_6!s95@cly)GsHV3fBi=jFA2>lDhoQ1JDPx`#HF6nk^|
z<KR94YZ!8E!}ZJl`Gl|sVsHM8!H4K@ZaKe|^rZ_)g(1bY?c?Aiqx12QwpZ~b%=%70
z6#g6=+c9jlNyrPOW`-<Zw0*W`kDw6=OL%7tzC3pC4&-+Kmrq_6Y|NlW#1i9|Bja*k
zKJz;xCRqYlN?`(lQ4r%h_FmZt0?x)3Hf;^t?9pJ>PFttQ^DqlkG!bVj=~I8%y^*#S
zD)tBu<-*jf-6b-v_I%kqj^8|f9~uLLY+?Cu4SYlF4zxsAC-7iqy(&D$^te&Cf2-l4
zG99;M)WjZj(=-@>BIntC=)Ix;Eg!Gn{JH6M0XF{7rU0Slw}A{;Q}bJ+K}M50P`smR
z#)SFm4-zOuqq_Qg8XVt7!}ey=;^w#Oj?KGuYPmi)^Zk(7=btL7LY^rvH(Xh<+_$P`
zJGAxXAIMhH`DX2)^vlOOqqMN|LB<nVo^`(~=EGmuIqD1|!9`4v+v1<|MPbv<?;{bE
z!WY?)@<-w(z+O@_@a{c>yZ3~yWFI0G1pWfnvD=8OU!GfB^qi1a%v|8>TKxvUQIP1N
z(#xtN*)!|<nhcc^X)}Y1Swz9g$W2&@idOk0lgWY$9hn^mt4u%l)z#xlUR=2H15mBG
zF!mm-NVBX|zT|b+OX`&|9KE0K{$6dy%)g{z$KxgGp-eI5p>+rG_~(I;!76t@FIPWr
zMwNHv<Uf<BIO8TD(ApYZRl2GDX8sX+Ftt4R?`R!}2V`i_Btvcr?ki!uw&{dhOzGGg
z@<O|PzV&5N*vd1>^SCsq%fIyO+)1lz)Ia&}&GO-5c0}!#pM(}+esYiMX>IV~k7Vj=
z`!J_j_M~uCMas<D5|mO7?<xgyoQUTGI=NO>%gK=!BXYB7ukMivhrv#1v+;)C`Ocq(
z@Evexq<s9K-GxDY=X*_HAa!(()};ZhkAW#M$eq7A?DCDh<!I{Xy?G<jzf}sx_3cin
zShYk)Vwc+4qR7-+kxi#JN55*e*W<STmThOxQUnzrMcwQGiXHb5g<<N@EY+=#<UD-L
zDh(t}3kow6acSr5P=>ARqnV|pw8*gVoz}WlXastG4$8|;c{)$S`W<L95pXxE&!ZI`
zAkQgxhB}gM1rS*raZXONf&x(^yS!Zh6!fVhbBVoiltMEyQ4XeyfJ96H_&=e}m*>tE
zyMY?Te~QS{0J+XUB8V2UuZ7_3048^k@SlnEr3W2GiKs9mcId4eTj7e=3C><~Qmo&V
z*CIa65}n8PoPScD{-pR!26+!NljZ8PPu2K0!pEKJ=hjpnj|r`t3<d=e%=`1lLiECG
z3o9O)KX@pSwtPUic`Y-o&+uQ`7uT-*ZC_Q%jXR5ggcCTy<FmGZvtr@h5SB<*vjaNI
zSOqE!ZZMDIlO4x8IPAp}p2CVv0Cv>|kYH!4!T=J$FEbp-W8bXl&~xPab4(L(ZjBov
zGy)p?4kP{r1K81Lo;&a{EsoJ_YZ9IiyZPCgFh`sn8eDK!tmgIJk9<#+3rhyZh2Hnn
zjE#~5$#hpCPBNuRQl)y_wnQ{pKHPdP!N$I0wfj}lME{%aH8^N){?9cmf%e)pTY176
zW$g7+xZ1+4<3HX+?Pglx24Pz7R8yHJc=bh~sRVqH;3CTJfm7TBbqJ4`MlJ>2s{Rr-
ztwMNqvUI(g_@--+)Z11^3Eb;>GY~<5d(RREPhL?L$=1}nkWOTZ6d$tbpbhHXMC~93
zx7<299)G#otQ@vKLf0j1Ao%^N(q8pUXpjA0Ko9WsZ>n82cXv)J@<J&$2Nm(R*$CDm
zAro{zBpN-@VK6}l#%9z2{%Gbqe(i?3!$F)cP(ZcPF<F<HSD%!Y3rUm5QZT)Sk3Oem
z0r5$?hyn;UBZm{>VX7p0Is3Exb2@^<pxUwU0z4?{KcC!fJoIsB8Wt>ig-P4~0uUmb
zi=_pNCMTnHAAxKvH{qSF0?G>XVg`4$?Gd2`8Uw6zK#>)>19>GG1ElJJ)k$;$WV+~t
zC<W(SGXSi~1-1dJF9HKS5zyW}YVut?-5zv#y_|cVqMppX4)62?tV%8zee?86pu;&G
z##VpQ(0pcMq-6px<|Icol#D*OuYHC)y$dKVVx@zfYD>#Q3L1V+J^WUU=8M{A#KM1O
z7@TuBkY`_0aib2sQ<*j}XdddLi(a!xdCa@5qcXLcf-+{-c=m;*2-}w?$kqXkz7-(6
zyRPzkguWJ9dfGU6C@?@9QFGkvvWxC=i5PbZ_XZI9f^arf->o0@uFw4N1M$26B08Z-
zE2N}y09wlg7?>$|QYROfsdKNq>j|mD+7=IhS^IyI84jVEci(-k?U<hMO0Nt2^Yw{4
z*9-TH11)8vShO2}-SmFqA?)S__cSr8+k{HRp^aY;RP^ztkM(Z9I?3t3ziBY;u3sm8
zmRSHQDs#OtUL(8xfOGAYqEhd}Kg^~dQzs%^y*IaK<m!T}kD!*6ND4+Ac8Fkg7i7py
zy?QsRB@(=l2^b%}u`v}_D-91FO_x&7sq-%VNd<U{RX@hY_BB34j5<1kA4l>w$w|~i
zexnrO$C~wKvs!xt=X?uzCd<aRTQ{%lL7_v)(Wb9xNVx8sEj4!uFS63%P}7DcS;kfk
zZ|RBGfy2N2kvYRpb?_$ErHLmDB_{gFwhV-a{YnTUA|GK{x;}hS7e3b`-bA`T7Xb~u
zHZLTRG%WL`9a`PoBCtijp#UNAJY4{z$6t}?^uJkZA<E`?15CkeB6A#}e~WG;z{hSF
zmRS>4j5^@N)^iGBnVzHvyvGIf@FqD=QmSfg2sL(gG}D6-I+qaK^N0);pqjbKe-MEk
zF0o+YSW^X%e8o}?RIUGhQ+#v_h|&9*kJF!+@h~C)>Ysze&vC_9ew+sscSKyBlO)I_
z;BpB>+uokqF`J2w`)2|<kS{v7Uv$p-_Z|?vE~6qYMA8gUx}qX|Lxq{7>DX675n(uk
zkM++cq9FpI9LKSmYaP6WMxR>RVzx46Gg~;QD7D2FxoeiY_~8URJLbsZSI2nQA_y!h
z{8G)9-&w)zD*^F=O0k`jYm>A6HB0_s`v*C+3=Np?ctEcnaJ!7&F(U>d6B9|tX$5lO
zlqA*c9K;>o1Y#fDh%|E|ad7-%f<qoOh2kJ^zK)hRPU{%;@0aU^PEIQ7TZw19B!o+<
ztMf<K#jVK(8DBe50X1x!!Lp09^UK>mh|jJryYvTMt#~CKb@wqn)qVpWL*(@ur_c^g
z&&_=wSA~|+(fJ#$zW=NEcSN;fm;YV`gZ0!cgMP1PQQs_fsw)D`%~bVd^0bx*+7(?R
zp38jb%)7tvOHLTE*G+@uYVc#uyFq`P3wo*a!6?;<>&~~^7z$(I?TgW`7|J!kzbxYX
zxg4`KQcKg9DvOgrwO^7Gi;d-^j9*4Eoj}VFKFqNfjO1upFklUOZkPy2<Q|GX8s>V>
z-dGK94r8*DTYmD1I4OuR6i1PgB{q5_oa76L7y_=jXp7SB;qQ=GtNTc1pq9r$Hs%uq
zB*LBiUxv^SwbhjAGZ(fmC_?**#RF4@ZTJSzft1*rMWN?v+=q}p?jsnKeJiq6IiC5_
zXVw)vfXN92ImNfyuU=_LzA2uWgHA~Uk)gn7?Uk|uNb^h59OER?r-Ka4+rA4fz@23a
zS<m3nqZ2HxP<mRRUyP3KYk_eCd3Q`KnqUxFQ{*KWxO_lS`%us@AeUALQwo{?8^(+x
zB7mhT?><xs19TWwx(LN7t!$wp{frBGEEEwVH%ZtL*PT<n&(G1_!DBp)4j-Ef(}8Tg
zJ=75ZHY&?rE6Xz*)gX4nGxKb=A(a-s$5y|38$0H7YrE@A#qdzd5F563KR0sw-?5h1
zHaxN2J;HVIrU3%5p!n-UO%-6s+${zo%`IrUr5j@(4Q&$*=8C#<WTNu#KdhP2y|^<R
zB3Ied<88!?Q+0yW2J_(Imk;|;UXMwZplz*hJ4Kq*SDz0&@AI0qX<kxREhNpSYX!dl
zK=uhfP!I2TZ=qIIorf)RcQ6mvW?5CzFJD>|y85=tlA<tbdAGDM03z`)IiGQeJ@8^w
zmZLOX;19aFJ4;%^&k9SceP9ePM|nGxSru8{I)1NmFQR*aa4$)}dZl90DsYCjD$Fp+
zRI3#UyvP5(riBAgI-@pa#{c}x?F`(o9AHJk7-e%G*N8kkUjuRk`-d0vN+Yn8dH!Q$
zmJc{~*6+!5^Gz)x<B8A${8g!-UYY_+M~J^*0GPn2fgr6|D^T0Lv4ioNuXN5{=^zkr
zQ9Rv6_}n3T>@ifK4)kB~HjU@2{`MRB&_6H&?7Q(Hr4|3On}XX>1t!66%<^+MFGuP4
zI`!LxkX`nZS%IrazPF^P&0q1WzhpV%aHc!ooD!EEdK223Pi%g^<k>FzNTxAENzOHO
zDe8De*p(MwdBeyJyL-ny6pXR|Q<}yD@$zGnXo$@->kxGir^O%$A{=<ldbC@?89XaN
zDu5pFYy$TziSGP=oneKUB-UPo101AYd^zy3ez=MV?7Xa|c%=jj1pHbQc8zxY(o$pR
z<EX#cYUjN#WFncFi%`lYlKIlF241ZQN)FyKGx4dfaBD7cE(AD9HpHUu3s1wBpT|n;
zJ6&B;E-qhr>c9Pbr7;aKwO6sZPGK~^G{19iDaPD`9G%%rRx*%vepYV|L4J>fpL5)5
zc389BxcqNt_uG?evsbfsj!$N{H(RD&Hq5$)On66ld{wKRM1EC82G%3}*}`^&Nz>b8
z(87MiPBd$THg@WgGJ35SGykDUOg=2a7&dz*ffjsCc^t;T-PtLdi;W}DE_aO9MF1NG
zK$=SP4o}3GqnbMjE&Ru5dP&ECtsfK0N`_%{m~{cOpM_kGq)K1vDrMeCyJ;}?mQk!t
zQh1_{<}uE8GfJK1=aXm3&g!7cj-e{dTbN5|gn%xhhUD;t+NL`jWrBc-mqk9kwn!jE
zu0s9)4JIXq`S!v8QE9Ho7m((kNTMMp&{ZgEo-P5dOW%3227mM%okd<}Wp6=EpdjE=
z+~T=7xM3=co>ov)7twr6ZI6>0$qZViTd99@3@ru*$biHQyw|ZP){&G%5QZPC<qL#`
zxy@aUfp_<@BtzHWCEL(aj}!4YG~dqI(3JmQPi61jn_j~M=gmh>j~!gnJ~vc<sJ>@s
zGHH9yEH5qX^^ZYkfIoEZM0|Jh<8?JJ#xK`V37T9muQmTjPli!7k5W!)Gys=DMANXV
zpTcXTK)rBBnncHibqeGANYpk>EtDEb5Ls~{LowX{s0I{=yupl)yPLhA+4u?9A0CAJ
z&ra^U?{82ql6T<P$khZdV4`IqM6y<MWZL?Rzrii|bkChIPt~Vt;`=A;JjE8s8%JYN
z8s4#tW8-D?s=xsB2A!JAcOf;eX?&a^S&ZQ4N{+Hori#wNCwG`eq5F;S`&P)u2N4cg
zrvv_nNolJT&z(Fpa*u+}KU*8j^db|<%Sd$1p?5S2c;lCoBANk|DxCCmz9+bJmbgNQ
zkzX}J2f6L-EfrpzUHZnpEA`f;MFaV8%2BFp2!qx=XCYC_z3Z~NbC><(KOPMkI!&0F
z-VQ|+gB*ET@R~QBUHwP{#nD1{xG)nR0V~G6pj}5ST6enl&ZJHzQXy@`$`YX1U^)!j
zIrz*XQ9fx_0dswwT!xN{p>~R)-khOEqH~O6J53&(H85jFS^@@GAa(2O58S=Ga<LSj
znypMPHV4;TrR!njltdSt!j&heFksRo0Rtn8F>$Rl3HBZFte4V}Lu9CaE?WJfGQH+q
zX+*IIC`Ed)_*Xq2v&NF|NZFFV>4EPk{bLO91Wq5F!pDxFR>f2i1(4Vf6~>22VH8tv
zRshkF=x*P?H)Qp|UQ%XDs+6ReQeMGF*7O`gnkfTUhgqXQ<;{dYbOxKinIDlwLn`pd
zxj=Ey9#N@`p*9qtvo_5J3egBK_8!dUE*|QC`nBWqD-EE`BcaY1Md70?Gee|;w#U3f
z#G#RAMZ8Oz*Sm2e<k-*Ri#PnC3Gm#KUN4q895hxC4vOFloE6k0`Gkf*#O-b>LkJFA
zd-Hn|2a86DhBt5V;Gq(w`EPO~f*eoRA5axGz*L`}zesNlsscMjons%G2do{6NOZ?Y
zz$oxD#QNMGv}z+ehzwx+%y;kLq3#Ft8ApD&qb8nST*As`;EMI1l6U)*<po<oOv+5{
zg;9A|_gALoGO|CmixX8tr+}kegfeevNu|3*0`6&{3*EwHY#VfwqYFZqd$mB3|DR}Q
z(_kL#_%`XU7e(cG13o4$^StG@Jc${p*TlZ4cd0f$?u{wCY^BMGWQ|ITO(H>LKA1|Q
z*U^S^`}31Qr@KPPV2MsG3-f+5sioa+KCY#u(rf88DfJWl!@<<`r)wHi!-+#;?T+_D
z-Xib^1wSD)p!t@tn7+si%CT0cG2n=UMHh?}Xue#0!ZXB_25C*Qa{vavzvcg0p3puF
z&!v6}Km6(a@02kJ27UjRqb>YUk4*Q_{{qHx8(uaAJ8t9%xzI7tIb}o<_B>>CBdhWS
zv7wD9n2N}HF6$5}o)tST;8tICV*Uk*KU%c|F4Z-`EVQrEgOF&E8>IU?=s2dn7W=Jg
zXW$plQ>HqKQCs8Qk?5|k!GV)+cLqtSx{fqHU0@^P?zce;#3D|h@($AIK<NX1iby=_
z{SkEZ#_KxNkR+DCc#rmD!~xw=`MWA2&WBV}jxJE+(>jF%>Ld?FdfF>qbAmK_n0uLS
z2pFrjENeR;L=QdLieZLadrAM_?OucuuauU1{JzRU>3Wb1H!uR7D!H{2^{-7#ZMGec
zzx-x*B6&B?b*^CMvXf$xK!|oXS3G9LViIXK-XQJ%@SXX<0`q-`hAS;xWKFN<Iu<t(
zGW$zh4VPo8w?M8zm|Lo|qQAD!t@6bTUn(p%mHf>F1lL(!gvroz(u28gf7M7Ip#^K?
zR&uRM{UAz5!WKY~$Dsv%n)q~SAlU%0U5O7-3&aWP7hjciI%en=b1`#iG~bI>Cn9*t
zE`k!w3i^50{Gvm$VR+5^`DLnh9+Js?bc8})Aax|M!Sa#ZuiDI|8+Q-3FA|RzZd#k<
zH=uZOu@2olL9Q&S?-b~xpkfN6b28D{LZtYw@4u|DdeN<;frhfzVaz9Mo>CYjL~WIJ
zElsb9L@7K+&v7Z39$bz_75g|#IRiX~WK<0#0!2l{t}x1?=kDGcE(Q*X*BROU13eDj
zKaeOEFpoM{O)D~v`8itBc^_yoG$@$+o%7uO&wiAL{jX@%Jq7+&m@~*ojhuH;$C9Cy
zB+V=3ktmQzp9gPy5uP7Fc0Ku^O`S{0j70Of%br|~LYMJ-RtZ0;q@^nSHBo(67S#+o
zgz{&N({%9XBnDjTSl!{ZAEk#uvYr8R*rw#;ANkkH<bk8G71#-?m(qSgDP2ky+>CbM
z!AvrW88a$D?YXfxMy6<8^A*45DSQ#!b+;|v(-fOz5}IIoVFdmFCV=gk`tDpfSA{pN
zp&dt&qFw;XZF$S9tDdm!XR4AwGmr-?eEovd1xU}nQR2-*hu=R~d;EISy?viCaHjYZ
z18C%uct!zY1EsDn=}z`E7n57oG<c^l=vY(uv?f1#R230eCbvJzr7^w4RX4vEJ<8p<
z$vj<4UvnA7)oHBx%g1!x&A*|An+qJEZe}1|;hKK+>}nt`;0UKG@Eq-CwbjNPmli$*
z`W-Pj>N_?~YpQT*(rgW$I~hFFcydz#^!9+xdmN`Z11GYMLolrzd}3eF^_LwPsDO=r
zT&Mp!Y0UcEafa0D_T%xq^M}wn*W6Czgf~5@L+%1><u!%!`fWIj&_}3B`DfjcoPUuo
zbpFbvwA<H^h=_VUQirGa;J!WdJmz;4xIF>9&?vwJelCosJ7v5+&{Ds={;)&_u_nbg
zPnl2ru)3p=jy#-|pv-d|BkS`Ap5_m*-^>#VQ(A6D?$qCMY*^m@wsE=HbL7p2sql__
z{=MG9ybd{erA$`=W?Czkig%Ci`nuy_)`$nh+!fg%Q}IfXJgYaaM2!r}7fVKcQ=k0(
zRr`L4U;Gm;hYJsVURy}PaUDVxNTLc<EI?|-L-pyqaZ1-1n857qC@Kv%j284eqit)z
z{`?iICM#K>AXA%aceN&ZNMeC~HKYHhSietkSQz0TW|4m3m*{%HodFN49n3ySGb6^|
zTuY}y4~RML8&B6r9D5~HC5OCc9aLZ9QC$+ier=;Csaqy#>^}Snn8gI$SiAR7r&r5m
zN|pbIOV!2;+k=SG<0!+KKZY|nSkv)?Qi`}F<n7+8HlNBVpUO&sPosaEhF$7sJiohc
zg%3?p%VtTV&f#7k(H?<ej)9J{14(iNtB<;_q>+J~h`z0-UcM2I{^$*`*gP4qO#c{?
z<WVO`MDV>nr4@H62+KN+@Yqnjt7gAV_X#JD(?;0Y$KKIy#wUc`xOuu9N3ArWj#EB<
z=)&%GuqMju=pf-jlz`5&zSU=2fj9A!JJ1KaY+1V@`oXuzCpSw%=}H)F55(Rq|BA~v
zhAswWg{cE@n*5}x{CF$j#N%1`j@Ex%uf<oTBgd;}Gj9giBCa7>xnXv#5LS<fNPR4t
z07UIt9YSYqfL<d)xdk}~7jG#9VEai5#|v9qMm`}q`_OZp$oLM@OL(FYCBQF-Svu~V
z>8Nu2u91E!a~vD_zd`9fW)8O)2e*|?jA(*rs%V!Jc{`Ez#E!IQ@NS$=Rw00HPFi6Q
z7TUk5vK9e|!mJoiagPN~ad#HrC?(=)HT&^Hzw-lsRd~;8ajZReJg1Cx-d24avotM~
zl6fp8TbBH2)p=iWLcu!sv$xUyfKVvV%lExplRSi)DEyGmApj*UAeJXXX+i1<t&zSw
z>LeI{gnEBV>pX8IiOvEA#x6r)f)CV<N-Pgjh*T{y^aHif56sy@kC_0f++7N0Pdl$e
z`#$9x8j!Z4gg&-JuyoGeqteNmG^K$5Wj4d@1p0t+vf9G-;n3@*O`B~M3MNdE>rsCc
zy5K+(sP4IH0J=r$?5rsoEuW1}nG7;2dzR(>^nvHum+-aT{On!EB=SLD3{t3p1ef?g
zA+{e;8^0gg!QYd{|16_*K)^vENyX0_DbO#rht9rfIP8DUVkdO#;P3RFgsFdT^DmiB
zq@ZyS`*^J-i_D>hm49Q6_{An?xT^R4PXT9Y4kTgWbu@6C&{C6`!B~C_N6X9eEolJ6
z`p(|expP4myk=9t6bD`cZe|X+*D<eivvN|wTeNsh2GxssdAU6dpcJ6ImUY7*v|vin
zDE5>rkmh?DWX-Yo$Kwl*z}y%GYMZ2Ic7z8TId1&Bz*#{rDkXL~8y3f9%Xy9o97``U
zM{5*Q=&48*Jr4l`JFt2bA`aVn336A>cs0&y4Zfyu!x0bVd&Sog3j|f6?S0)yt?d+?
z;57mc58S@)!UV<w_D&=hC)HTjD$ancX%*sLLoHO9gD+{=Ht9xE)TP~j@zgCqSnn_r
za3n$VLVcTb9HmgX<#Y5tGzQR=5^x)whtNQmpl2~})#l**qGZjNVfE(1Ky7^;2^P20
zFSjoFQ}sFLD;fAHff`c_zzPJkEwM<Vjr-Q8Rs%YbYlZYhPR-}Y9iU?C+My~nhArCV
zsG#2k9glg7@$+VH<^x*xSW}>@{Y|`8;S;1eCAx@uMf<bXCyXQ?&(UzFzRyaR<I?0G
z`RxDb(2T&s#q)*p!WtDC^3holVIKQ!H-S^QcJ}1==v;=$>JRm)J33U3G>5O&$P)8V
z?z=jAIHpth#w1X)%W$p1l?;@r?Z6G!RQ{}{p##_wy!AJHY-xOwKbke*-p4yS*2}zk
z<~as^T{XTbSLfcZmr=4j+`Np<cd-Jb$d)VX7Q>@;e|uDa2?d|j&ioy@OT+=f8NLXP
zWM~|`Y!1L~!R86HJsWLE6bJ1x91F&laA3xjHlltJ)OY7@ILI3~5NI=Vu_7{eN4q9E
z45P;JGG6Z=oS%L0xT9iupOGo>1Mhd?{Tw*yGw0WIi*sR}Wp+C9W7Ib%PzR{V#77Jx
zHzhj?48I;C7RJk%1IO-*)ceAlxxb#=xBE3&Idhm>BXIuV6&wF2<x?b?{McD?VD+`9
zde<f<4uw4_k?(`i<MHiQfn=ZxApu3~&?v1n!i`E32m_X!Kx3x2(YAbqPZ+v)cB<1`
zAwVo?E-o>NZjx@7Z@2l{R?U=8E%6%60diREzGO`Cd{0RcXuE&Jb`06d8!{}UbVeKg
zy3Mo!5}+#Y%(9U*ZxiXJQ-{R#Z&{6fvm0e&w^1aO+I}L-00CebPo=N+?qNF3<-5$~
zWA4>*SqI9%ve0{X$xsI|1)v=RLVQQ!Nv83nwD|Am;-?q+&M(6ge^b=?ci@jYR_x+i
z3W@)nLUg1K_Cx6JC#P^e-!MFsbqgr&T3;l_QgFou=s2gXi+|4v+@Ly|Q|ZFa>uTtm
zfy6eh0~$xYcWw8=`H`&>f2ogN!`n%kWvN)7xcdY@veBXUKN5`hTf*Hn$2B-Y`3^0o
zEjwyJWcJ<N3!r5Hq5d&upRvAg7dY%(By0zf2+V{BGlOJYziY|REZeQ{?l@+W;?}d<
zp58&}srk6L6-H)__v2KW`-Z@P)Siy4831C~>tLXWsEA*?c1gtHtUB-8$@WZUZhGe<
z#m~bdpMMmkVo5nKKJh%ut8S{Y``~|alsNHzM0l{Ru#lLNqSZnrlu<j&;E+y-y4A>j
zwLh->n~L#eO15Q@W#0RvSD(5s?eshdwyLeH=OjhRwDe`%2X^$W(EKfp;Gjai2XpBw
zsu!MJyOVDvyLs-B0DY<#rq~oQw)ca-+42Xk4AGGu&U71xniT2Vfvp6@IWy~5bEfHN
zUF>1GaQ|YDxn^7#Algw{5KK@OAkjU)Eyq*&Lo`FTjFTz(RvbNlI#k2+t8u2-aPRFr
zMU(s0^{UXNs0mBSb*T$Z@-IGzzGRA!6d@EU4O->w%F6h>;xT3hJwVvQw9)xruHSb|
zf6jKJXh+b&^{X+o1jKav6{j@92dwSxq*AJuAZO(A$4`oytN{U^)3ygj%_6V~kVzUq
zCCGSaaRX=7^XOHLrIvn>$T>2d2y6{rCdGH-*VdK~H8M@UfCZ4H7L$PE%){cRI~COf
z_aV^VQ3IySaty~Pd{l8{45d(E7^wIFzNlzWF<O^5-38KfC5GFo{ce8E3yDax1Hzx1
zwpZJLsS?2|kfa}%`^IE&&~46DiP@f__2{z#@IOTY-M*-%$gklgyeb_TAiw`z*?(xw
z{fBC-7)b`c7;7!9V_iw|{Nn`7JPi=`wwh#G&qWcNk=*9<(ufr%jIuUY=ViW7Oh2@W
zC6>psvvdz=+U+F)gcGf9hp%K%>k97c$Ph7-pziziO|cQJU3)gZ>fDUnOPhY5XKODl
zAuM5c_%F<b<Rk^xwH_s-tiTKdwDi8rmh=NHG*lXbdg#B38@S*3bRdTjo0?5|WtH;W
z&+CTPN)q}#Z-0K(%riJEB&nOL7MA6&mGSSkzF?4SrlH3GtZbis`UPCb@P;w&D{XX?
zz)GwcZ~Yu?wAqS7#lDS?A=@2K%xCdgE4oFk{fAeHKJ$@SNntP9^N%kb)TJlYnd=9c
z^;ft<-IsAkZ1|xzx_UQ{8;Rf|Zb;`k<?EG_WB-*z7K>%;pd(eoewWNw@vTFq+^|mI
z?W$MPKf}GY7uJ@IgKPI)2iUQ*ja>TxO5|Z(X`YN};_{ud;b`t9x{TLO3d(P(KXrE#
z9CQcS>;?_q?5!m4@%*d-^zpGp40aO}Ebs+j<!X68nu8C82=NMuzkZ9s4O2hA(>%Y^
zxPuMQC?JWf!C$$7Fi{F?Pru!%ioU!AC#~R|#&pgdcbN`IjCj33waUgbE+&3^JGNX%
zc@ovMtMY9i`_G)u@g{$lYDH7R#baqJyUP%ntb^3*S3}?;AqY5W1lV9j{Q>S5U8k$X
zikl7kHzeLA!r~r0;_POW_6wnC-4%NYX1cA&-eT{VV<lDfK0SzCFZ-uSssEpK!9f1k
z(eDhM9uHeiDp}NkumBMl7MCw;0hflndfxSkS()88$2w>J*MMO6z~Kr$tbvqrvk+;g
zWGk61*^@6lkbS8?PpW^)?o~_6_c@vpn5l`9wXL#^g@Snw(%e?T##Y(d<a<lSp>ZH_
zUL_KC^<@Guh4v|_ViJii+Lm)UQ|(FAt4P%AN$l-Ol#yO$<Uhha*fvjCsdzvxd~v(H
zxny|S_=)%9fZoOd)x4RL#sp|Wcv3t$DOBG`*M2eO_hIW0dKTCvxrIzTiJ0~dcmIm4
zYcN)S8ryux-cb|pt^Kq4{CR3nfFLux8DoJf2*VdXBTR2bg<VsQ-b-aAs-3WDHuDJ+
z9WP|f59-7s;m6@C0;i+b31Qvjr$fHz){t?h=Ea?s?G0<+BMq-_p}QfcJJ1~A)4rrO
zB!Tv(vRZzDBU;TNG?vmvf^qfx?1sOOTnkn9icoY3y|zhO8ft|nveL^Snw2lJg8?Dz
zV?1;=7kY}LTZ0eSQ-Pr31)z9Wy+ZEzd;S6te*pAYZUQ`Az(V_tQ9mj|C59OoO}8SA
z!PpJ-Q{ON_(258bfs<|@K)wKjOzKOgw{~y=^1dZt?+6PZ{56?G0tll+e9g)H^jwE#
zK8|q)3T+e?^0_s+8y4LU{n};9cL-g4H5GASU?+dd=z3!HWc8!kcAM97{a4SLrr*QH
zBj)DSvH%UXTRu&<INNGn)@|a^?o8Sj|Fiu1iS15gr#9_Tu`~jL0VY9~fUZE33kCTC
z+Z!U*$h`oF=r2K6)!Xeme<ZgGCQPhZvZf=A$xw)J9J*kygNFq49dWFe7#Zg}c_i$>
z=|8-csSCkW{1gI{fN!N@52UE56*_HGs^_!X5p*kc<vn?Dbe42OAgJ(r(FF0x8bP^6
z()0=6NbpFm%Zb_-33EEo!u2-`>^1L%RB9BS)LjS2%JgD|6ab?WPjdK95|M?riT*Yu
zl4k%N`1OAVo-OjDYSId7m9^*+eE3WqwX1NE+DNTJ!khM2N8rFvGJzTqOq7RDQ$AG6
zP$_MSW++l`h5+?&r}mBfTQp&PArzV0bh!QNrJZ~(k%WI<I)cl@l~ya`3{Nauk@4Nu
z9$Fb8CSH26Wv{Yr8<X-{R4=N|!4(~YOMdJW12AyLL#P=&cpDycq07_gg`Vzh(8pW8
zU5QIJs;0+VvGcsflt=<?4t(O*`P_7UL+0EP4p5te1kkcznXwsJ*uRX0cuh`!BT@hB
z&TxO;*nMd33;+!=R^Jk#&@wt)aMj>6{luBAi%^hNdyaU{EgZoq0I)SgVfu;5zc@bD
z!!Ey$g(*cKmZ1RUkAPtoSfX2C<N+@O-p7fD?i6|gE*C<L<Ppt`B8apji%Y~Xx(1q{
zkI&J%Mq1Qlz!V8gFgxeq(fxmm#sovav7$%;ZTqr9P?2O3P~q<kWAi_?H}4lwUI4pL
zsf(1t>Hom)Q9}R=Np<w$>XUL{>DD6j(-w8zW>Gl?p5AX-0VD%oQHpRwmTf|aj0o5T
z+`QTB<<cj};wO0{wZdbyLcbTeSQp@CU62S%B{v?n$wlp%=fb!2zbUhgT+;vfxkPv^
zOxb(A$$p)Vg#S7d@QWiB9yahqY)2qsuxhVu`Ofb4V?`ohNxFFhOPK%LKKj`SXqeZD
zyb`5A-r3UO$hncEM1y~C;4R^C1l+H-V4YlEhAN3|GVYA+ij7K(_N|G+n!13)>t6&m
zCJ(P}yB|U;6ae9vWfG<E-OOxBzDdA9c^rBuXTV*KS81$Qdg@H*YtjSH>-<%Ee!YIR
z&l<j?-<1Vl9E6A|Sb$Hb&QGce{>kI|G1GbcZ4Mq(J3aGHpNRXm$L74H6?qF0(V9^{
zwFVbeQ!@CVIP#yAr1<)y8Lh!?7qzF$Ore3y5&y0^`Z8aFg<wMdPEN}=Is3@%n_mMx
zS^gja$0D^_CO^n*c9R?57_)5dKYe!3f=2#Fiw8x^{yWFjCAZ4b`rd12{s(%&ZF<!=
z6%dFp%+n`2-D7yVqX~)%SafTGU9K>;H~Kos((}`6jXH^%c!7tnf4a_Y&U6Rv$_J9=
zTQtIcVv3769~`lNp9Bw-e>;~b*nS3h7HL03|AfB2l$pk>WN9wJOOa{rjux7q@4Dcj
zBMg0VVuH`L`;uhaEDu1imJHgh>wnp@3+lB^HMomCjrU~b^C<-%AB6~f!9s#%E9>l5
z;5GMgcPIK;(6^Z0a>#$vaTu@JD2<S#!rGxSToH(Upbc(Cn#uhTiFoQs^||<!i=<fq
za!f$S$u+{PZ{J6C4*hq-8-qprkP5{Im;c|q%lDhY_Z#rw_QMRdSR{&KyoZpT|Fhke
zoWif|L*tcAhL8$;4;dB%Nq|L3vYVZAf(EoVMPRf{`%%Y>WwQRlCO6(Z7IG-C#rV|x
z02V<+w?3v%ainc#ZHqk;x9j}To{s5<+$L~y@^Xxc?*YS!C>@Q7l=D0A$ddPU@bxSA
zQ!+9ET|E<6(9lf7sEBR$gBUk#UPr7p;RGAsXlYKV`AVhD&&QNXe}CB>xp+-F{}>tx
zFIofo0{y2{&42)XeSO*Z)`^edUDY<<j(7g1)qBG;`#GImR_<POiJ{-`Vb(HzYf|OM
zm!S3%p!(bZFGC}!&!7J?J(pH0A#N0(DEBnn|I*<5AJ-ml9X&Z}4qCQ%>a`CavG?pi
zWlWpeE?z44<2E0ns9P)yNF6)#HoOBPb@zo9Zhn&-mrl)&xe*R3Pmy0=(NiG;XtPe~
zd<dD&Xu1st1BrC+v@Rugb74`@iY^H0lz8R@cxMCuooXJj5nVssPggn1wM9iZo?L)&
z+?M&V_DSnh&^J?mI#1^E(j8VJrxS*2iH=L{kXzI5R8OIVGyC1`M>73^=_?IA`!+80
zFk@KaFv!|h*sx8qd#6_i^gB(4f&O=%*hUc(*su){$&I}qEnzhTq-=q6@Cm6u@0Z+z
z?s9vecyCKriYKt`7hcPwEB*6$tHR8Jo>AK#n5=W@oC0Gg-T5UA`cCoxAgrmT<rKyq
z<WfxyRsH8m?*vGZg#8JWgZr1cB7nvOsOp)Hk-+|>7=*P;?U6TF%zVevlY)Xse*$M%
z&A|y5*5Jt~JkUj4Ty_1!q9_2)PQdCjBaQz%fj!$<W0Xzv`bSoo8xLZBYWR9TA2qx5
z*<wYt;2X+T(Kw0XP{u^=(0%ep^1rpr<$oqDz=nn1QQI5<=S8E2<X{J72%4K;gnyW(
zLl10Vl5qgP1*^6c*X)qLB)LX^0oHHNZCHd}Q;s62pJxqYa&50eDar<2qYG57=vcw|
zfYd!r$LWMPeC`Z$(YkPCotvq`FAj<M4itk(G&fv-=dv+yN3*-bb%8Q?Ctb_`yWI_M
zk6XpwxqrGH5I>%VF7p+$89Ce$0;S1^^}A>$M8aQu94_SX&{XTRVw)5hG|7JQA^C65
z`h<+1P{y;wiklK&+((yGEBqa_{@FhFHS3wvnZ8QQpTxE`YIukL_Ho*C^Ou6fJ=Qvk
z2%O2S78Y)#*F3nac~JC`_|&NP`M+1D;Z-QaK+e>lHFq&cBmCF9XX91jgKu%nag~Mt
ziHL5E<IcR|vw(%6;76cg1H{361V({KMtf**4M=ntIRpmv0DFr=ks|#0576^v(|CTb
z5VpGS>1c&&g1s6&jDFE3H8dJEy~qEbUkpftkYzgrVOm8YNf<B_n2CThT!61JLjaEu
z1at)gE86^8C%|&Cfa*|uBCLN2|5`ZFO4wjR*hnQ`|64vMXwSLl$fw<R(EHmhkLDYr
zC(Tp%R|dhK?4H$sqi<Bze$X>rOI%UB<6T%FbKNx401_=}E;9G^putlYq1=DI05M^(
zzNKvpd-&*<gw}vzxzoizm)9fFZuS5oegP*ANn@VFakWC_JRS+){-pF+yz{?$zC4Gu
zn&H~;jhujM+@2~dMS2pZ3W`}=7zJm=P{r(~WLa@8b<3D?_B)NHsXM98Pm2o>pN!Q3
z@L)rG%FW+y%@cNr^D^m)ye>vu%gNp1FP+b6efrp*`y0D8AGYqJeyr<|*diJH{et%=
zE?F=Jc9mOaqk?DS39Ux1TLtpZv`<OHp6suNm7gqf{oZx8wqD*XqhmqkwMX~#dR=t=
zdox~*omfv+e+_*2<o-Y7vP`o{?gYx$uLsrDoB7oOZ?8}PK5r2)(+g|b3vwN_(VQg<
zXXQ9NbNq;``=%Di7Itlp+`f6{=SGm3g)HfDR%~D#p=dt7=r9!pyi`7WgbHMj(zZ$N
zfH_0H(B-Cj?w0;*Gx|>VhBYLgtx*`Nyz{Lp_+g35{n^yduD=|<FDuC2VC^+r^b8(s
z0u*qX>1dh*8bTX!uXu407;B5a??fKX2<$W<heP3{j;!^);v=cVRv&c8#M$5P&<gHm
z%R{tp7%QYRvsAoAMF<b&y#qMXTa+0o4yRM5Ux0b5ZwT}4PUr<>ets;GclJ#d4Uq;@
z0X&cBn^(@dMn2DjL6@RT6?Fg8u@Pe1p-N9t2Y7RYoqS@rP%BhEF#$~K=yvVWR<q$F
zJ_Q^eNh>&E!96wQn*@8Wxi*oLsHkd2#$4!$Dttgi*kB4S5>eB>9>uiTbh+2_sTAKv
zlgiLR;)u@}Agn@V`st6XJbt3^XMC-)2Y91zB0t=gO>uTExqRan9`k$Vx$4(l1}Z88
z=`qEl2?4+3FQCWrM+2$EAcxMVX9y>G81lAO$9Gnh_%%yi)(bDh86AKHb$Ef{N0LJt
zh0(IuHU>V|J4^1UNNQ>+l(+M}dSeu{cSd^I!d?v+_<Ypns4T3^(+fYTfm9lutq=ML
ziZ=o0a{y~@+GyIlPf!HZC;gc(fMFco_HwS#pQ?@*uSx0;XXprJ`^Sx;>F5c-McT0L
z_24W#WyjZH_dsQJwI_wQgboRP0|b@rl9nez(Kr0JTV@-H$om$QvyHr#u=@SdN)al)
zs~1iVc)kzKY`H}odl~cD4o0m}R6GLQR<@h8=Bv8ll~whhOmoL`q$-?T(l7ck2bC^u
z>2m$po$uNKQIpxhqF(>U(Rs&H{r^$iz6kd!vfXP$Rz@Nt*WMY~$}TG+zS&&Yx|EEv
zw@PM4Rw8@vGBT1K+1tf+@9*93@wk6_cyRCid_J%Dd7bk-X0Etr{eS~fmHD>v6(|*a
zKKpk0YBWkyQ&$rKM0xL#XFf~TH&L1ne8eF{X9-=AVz(P~l@Sj>xo;-9mVFfr3DQP8
z;k>s`m5GoEc_>XV{ByxBrW&uwbb?=-m{i9v5bW`w+Zq8AfFWS2N|j+`B!~z^VizVa
zIu8fv1UJL-ED;HcFmfdo$_y2<4EUZ-D^!>!4P*PkEiP%O;A%S*PzZS(yc7Rz^nrAb
zy7_Aq`5{Fei#c-T1n%Z*j}t)%>b?0WuM%Mt#FPw(^CPIENzy-x>6<0}v|vAiMy|sJ
zUk!}{`(u9HptZ&Y#5cI0FyA$=Dxfm)09xDp=j-D2EtDcb@gExnhO9~GV{(T8Q*bAe
z2u(S{E~$(NahChwo*lk!Y4%SA?0G$NP5rVjXV{1gX)t!nK*9Xt*39|*=VP7_Ps`sg
zEanfV6qsvJcUN%EQ!j!U_Bx2#pm)!f@aXS~XB{im?~O*{?;~xp0_vC#z|7N&yK)3Q
z{nKMc_xg9%aqwMn>`vujd+2e*Cy(-qz^^*eC8o4BLT*Fbm&e;tmP_yw29D$;)Tp#6
z3mY(yN`|A>_v&37ld~}s-3}SeZ)Fc<vRB_t`dGLJ+PDyk=0d8w>c(xY%I}DprI~7<
zn;rz3ex|LD%=VRd;rnHyQFry*hq%VT*`1wd4UIhO@JbwdCx~(hWPd5knWL`LlH!T2
z*@3CK?(0j|6O!5hiw&k*6Q8V_0&lO4*3wiw#4BE-EIH&a|AS{GQ6g|@7Tv%SUv{YU
zdMv}EGeW!Lr4KcmS6n;jl1KZOQ|R9GBHf>MTZ24Z7~3Kv?9^r%Umj?*I5@xZ{NaVp
z&tFZwBq?Ss*-y*GYQjC~{dLSVzuC9`?G{>K1Dy|ewY-c!bj{{!WwAyBOQplSHcJ&3
zv?n^eA$f82(aWfCOp=%V!ywI{jqNr*PSRgY5*q^<De_uq+QW~*pI&YK2fi?sho@1?
zDzAP|O3e)%U%>a2RS`jLFC=|Yd+V?i3pDk+f?(s1fN`AxL<#pQsR<}Lzl4Ilw3k~S
zaQQKjfiHY3@NnOb4eO-_u`8KZ-(^M#m94!L1W&N-sRDhwu>0bZhtTgN9+D`r3?!`U
zQ1wZ}dkHH;mSOk5aqccB?k;ui#VPKO#-#LY7#gKtK8bdGA#NT(p~Kc;+$F{so8+VJ
zb%m!PCUKnTpWb-_H27%~Iy}1SBLPh>%7s?~9$YbdFu=bvD#Bx?);sTZH`@|aesu$I
zDAE8+tcQ9^AR@E>Hj3wRi}C*!x%H*8nPe&|`B#gc>E-WKl-8&C<!sAsxPh=+(<5LS
z0!1VD5vDd?6ZYo;NhBHYBHVAn9!31?1^kUKPpX4iZ|>wxP;W%08vh&4o=(wN0}zT>
z`_?F5uAb$o3;7+oG=PG}*{-|BgoS!L6JTn49a33AO2je1g$!t6N6=XFqR{Ag{i){Q
zi(w8qpWR>SS!rqAi<JHrXVcS+U1~$Mcg|0wbez`m`Xm><ILHWMQX#Ic=YvOs4e8Tk
z*Nl2JaEIY4kgegr3S(cI16A`mU7xYJI`8*qQas&&2)fSQnAmxzeFSYN0QWM@7!(l>
z(O-S#iIiQOT7tvX$EW)R_kv>3{C}5Xj^(SO_>~E**983D(IH?(2;OaG7sT{7Zp+8o
z2LgW&vrTGekJctjEbf%3HUEg#d>jhb^s2e4S!c>Uq0MzwP_|e#Rph(VD>-joD+#JZ
z=mUr5nnFZly;x(#O^CYH5z|1cyy9R1vyQ+LL@o)Ll#lXEWl{v%^RgJAl!#&YU}u1F
z69bG<dH1<Bir!L7+H(Tl$G#^Sg{k6)&mceeGC7u*q>Yw78uZ5sBFqcie7>M=+Ik%t
zfxEIgA)y)o+2~p{lRtiVa=Qx01yMPJup(EyRQ+Kk1g<be#j}4}_ZjKi11LjC^d2;F
zl%Qy)IEqKZC`0@yTDafZBz9E{zPnUm+=tc%S!ajxGwp4VThNA;soR+XH}Z-~wOHv5
z*aPCk?@GAvTdDKuqGAlu0WS+KpU9-Vln;E7Us^t8WFtFe@W=g~5aK4uqDLteU3;3T
zJvrG`N(o9}m!{jyr1M?6OLKKf@r=lu9pGz~{yR3N+uVqE7T0(oc7>FZ%vicc$*|+E
z^?DGfju;DmX+%u$EURWIBE>>*^hKfTZtbF^T-5KVZUGJ~vC`u%izWE*!`e{zaN3<h
ztzq*Tr$zS6oviyPI*iS_UdF_$;Fta?n@T_w!zmlmItX;n2!gTq<EN_<G;c*&b%>EP
zy{~TKh+^9eldpVeGfi|58L3Os9x8Znw>HV~A+fS?s1MOeXq8ES8KcbgFS;^8LTtC7
z$knnp4JF?9YW=PK(G~f<^N(bwtz}9}WIiOr(a*W&6cHJ5EE%DSS?ewe(?7kwwj9S6
zZ#NYzzq@}{XZ5157~BuK-Up%#;0HjfBmLFxxjRIkW~T&nc#unNP&>nD^|)s!wj#i`
z%{;wERDTMb>s@|*mW=BFzFy+;71l?|^_l(0Z98ngcQSuJ13NjKm|N3rnnMAx(;!}8
zRl#Cr!+`{!3JFX_`~#<biKKpa@v-rWR|hRV|Bx@Pb#$KF;$YoS$(BjgsTbLLXF2S}
zDAF9RKa;B~liSV^>mrSXq($%B4*Ga>ewKGTcdlIfTzy!kMte<{ZeydZoTmTEHsb@M
zs?mhhiS)Pm$sbGAiorDy4K5sutVvzHD_Y)n(Y7~?$dre5OEd@xx{DAZC@cv|j2rE@
ztM#6yzKQD9oNz37dV8!Uy?BP^7GJhX`{c*!7YyiLTc00f++7KY_Jg{A`*i;<R}GSs
zn<P12E1d3fp%cFuts5_Sg`v|{%0mpZn@kn;n8c>s^RAg>7C+~3SL{OZV@*ERUiz=q
z<U8#78hosSjL=ndWG{;vWg^nVRMN=ME3brxjmuSV?P=+C*V6b2Q_(kBWu^CwM3FxY
zP;`2$2Zt|SBwVR|!Sr<1<7b~}A6vPkWbo+tft~m4@njs^cK<_;k^;Kp&&t&w#(zI>
z^|)F4lgssz_WqiP)laX&#kl;_5D$XN+tru}{NUnw=jz!wX>Z#FMoDz;P;rKHAxr-r
zY3`SM@W#3S<agrl0k(};E)B_xJW?A4xF_=TOHM<!zExb$ty$94)wpWZ^!LCqyC%Ec
zX1nnJlmPhTORO*Cd=wdLnHx8a%pt=mo<Sfd$cPI_35osSk#qY2nTG8bh4c>U=#lGD
zNE`No%Z|R73O)VcU>}Necr!3g1s*}G4X}zAn741|v$7(#clGsELh^um<xWZoaSp_u
z9StIL<_PglCxm^;8bw`F3^uVw5ymHeHb<3)qCbLio$N8jE}9>yG+Q2_f@vfGOjh)|
zdb2h2nU~$lD~CmV+v!Tt?jmmVlIQmY2C@S`_=Q|=Mzy{`wH&sUEw{y9F4k;+XOOok
zi{}f+w*h~ZlW_Kx;F(J+!IqChbCXkMHt#<PKNS%u85$6|8l(2NvZP%rtl*7R%<MIv
zE)tK>KBigwR<ODPm3SZns6^5hjRp^1BL@2X84OWKG#bUArlD3I1z{v}g?v5aYWiyT
z{)}m}g2&_H8^Nw4zLoIuI?&uJ@r(72+5;Xhs=z~(uY*{HAU-{lT66k)hVV(5fIQz8
zZCPw1d<Ap66y>r<E0RnOZX2`lIzkwYzC{VG#j1Ua=Xive+UVYpE|o@Y%6TPHKHc7T
zcutQ8Ef21QQ7oe1uXR8VX%$|}aK6XuXR0fq{*MZZUFNt@B^Cb}i?<oJzR0cjxEx7d
zC4j7c7HYp@cMj*2g#r)r#r5=&HE_y)=I?j#axC!cPcOwe8OwQB(c+CaE45EzR<~jg
zc=Z-@7^dS?pSN3w{3_RVB~x!jegOC}UKm&agz(=E(a^@7e85J0AbZ0h_s=H2J=dYt
zc>rM#RN5mIO{VJ8RwGFqw)<Fx27b&*9+*IcB8-xl+FqK`048>Y2aLZAXw5klTu06d
zP4Dj{-ChO9>%56wSIAa76qbO<10#g~Q)NDY^0Km0#LX*Q%DC2KvKp0ydzvzjDF2^D
zGF^tSW2(Ss{|7?D^v1Gv^?|^O7j?t0cgD}23)b_#21V)XD9zGd-O_$#f`JZB<y*o$
z;;JP0rUC*S@KrZh_9K&4PLr-5C6nV+OnQ-bR~gIC`$5e;)sr#a6eQ6PI^E_``+pC%
zvRt25D5gflJ0TQhzHZF9`9Q>{G@gwJxvqDzu7Yj*p)vqzq+02aqq`jmFaP4c3!SP6
z;DDb!`l<0t`ZDK+Fp4?s0Ml5_18ie$d#?%)&GD7}NO?J#NbF+g(c9%QC==ffC(A>H
zy8#Z4>l@hCC%MZ_Jzl?N0*mScKO4!FJ!qJfb-TYEeC!U)N+q)<z!DyM#&q88>frFY
zxcK+?UrX-W%ujy~mVBjq8r$>VW#LiEVfN&!fQu)eE=g;bc_Nn`GlPr!>V)gdjML5f
z&pnt<ey6bPMmO&49r=z)o|>0j^t}wcnAzQVMvH~qL`{Jf=#jMt6-ac~owT`7t_qsa
z_X&zkmO6^qf$@@B&ClAJL&JX6g-?G**9XyA4I~&qy6#qRY}`TqYKrtgf)6MOY6q?X
zfLQGpm%2>A@<BOjRiqnQDdxF{prw;S`y(v8p6t&))1MV?(_%5vExms76&EoFBEM%^
zInEfNc$4@CQ$swZKibsn%=w~Pux!7FqZ_q2gXEn$F4%tAtVonT>&OrdH)~Eu5iP<>
zLMby*#7=Lz_Dv4ZW#MKOoss-OswBT{*4aaI=h_XAO0B^z$M5DdF^?N=aPrgzQn@Rf
zQ?wr5dv>u?(Nh}O>Wa6=&mQd6efw`2RC%Gl(a2?NZBC5dU^i?1-NM1d4YTXTfI8T}
z?jJdw&Z`0<8wsy2Nk!nJNa3E#J2=wfP_VeU74<LnQY~J3+41~e=9mP}r5A8l&+DdX
z5D{p30#_W+&##}qi&O#q!$l(J7~VbTajdFLI6$9x5-RW6|Jx6x-8IzBLhxN*vjO=z
z9$5iC*~Am*_s4j(qnrs){iWguc66kkk+pD5XihbYBSNTd{Hy!QUp77%8{RsAUgn@%
zHA}1e0gM1+x2pPDj#iAeoh7vc19}8KCH9%7Qqv%E)Dw^saSDW`*PP5s1lUZAU88_~
zs@m|ad}7k8l#~XT7vaNp4g^@h)o({4chCP`4{(g+7!f^$_Ojh12P;%hgD#SgDGD^H
zFdZwGGCBP$Wk@ubZEZW1$yM2}Mq|kgU{q9%zT4VSec8e(VnVlV1V7ypc$PZQ$VeUN
zdm23<bzAK2?rCmDj)L6nz{S=!@3CtB9=^CU^-7ZV$JtvuEMw~$GbTJk+X@I+?Q2p-
zpf^9V!?yub#t&}j5mJ*nD+#sWl<EKAn*L1B+mpQy>PJv;0G|=Al6{562q$u1p;DFO
z(2|3WrKn-fKZlD(vanF2jRjQ6(PTikT<4X@=GEYje5`Ub4HL*_cX5iV(c#-3PG<Eg
z=x*AwcJ{bA_*e8zdgwidwG17vp@N3%nil2Bou(;IMZ*s;kN5%do)NfLfS5CiWLUF&
z`IrH{jwvP4AkH9};eBimd<G1$bPBPp3sMCt<YYR-PbNRVEw#`xF`nu(VOK`{Fu(H`
zcz8qcm<?keMiA7SdIDU2;xdts@m)``5Nc#E@G3R1b1h(A<3QZ<O}i%{p<T2yVUY=a
z#uO>M1fOcMr)!B|<ApVS{?FQ<0!j%u2ij$!3reooCd*D}P>_yBuLr|^hH8@|eT7=m
zL|9>ysbD)W5HG-ue+a*hEgV_)RU%hS<OL}izB>$&*P`?PP}|%VzBJ1ZbN+NvZyI0!
zQ&(^!RB^CqrP_cD{GSF&lI%Z}m{i4V!H^L^N%P;`qD1)UIETSc4&F1u)?8#D&);Mz
z++a-=i`%R8p~1n=Zt1)a-O%aj+jW^N9~%NQX2&J7@*lt1%G_$cc$U)KvM#q)EU1<8
zM0!w{uQC16X+hFsi<DCBXYskYJGUR2-K`LP$3XTa(t#q)+VI8a+H>R5>r<p3O|F>f
zgCpmvm$ytB82WTxKZ%AXs4SRx^lp2?n=+*bh8TNZC+{Iz1&61PoZQcEPkuFGz7&X3
zBnrH{=`26{=NS4`&4KX*InMZcA^{JnKot#g7DZeFlacHzqkJ4t;P#dvfqcD?+B;TH
zw2UmqChGoseeaqoSsLUGd*ux=J5|!xWRo;^eqGy{Phs2~jCoI~>ZJ6**H9Z}aqej{
z8F9-)-G(yY@ppr-kMnRU)8Iw`!kV}anZV=7x(ppXj(zC)CdY9nQgZIEc%J$C9c2&F
z*m6a}Xgr?ywk_(eGfHxWXpLy5Z4FMOoQHA_q`}&e0lPW|vjC^i{Xl5*gK}2S?umDf
zfMNo$TfXT;luLwu0>J*GQ=_zG?~YyS|GLzlY1N-SXCgxYM}Cd`mZSn10jMRd&>GYp
zeY6h(_Buil*ap;-821*!{~Rj~P{fKcI|?E~6&0^^rmb~FZ=O|pyN}`-D1!dWEU#y~
zRWkvXc3I?QANv!=|9q`;W-R%W)>W0PB14{Wp|e`*W;$GWl9|XN3A*Ubo?urKHGREq
z>#YJI#Jg8hhN0jdi3o|lwcMHHV9tOp0!Ta1spH2kl3RN1;MiU%+;|*84^o0$f25=R
zd4H*kV<P5w9i?AQQ-}}Tw5v@>`@mir=43_<xXf9C`8pybB;U(ZYM%0PR6P*Pu96V6
zs`83e|4p@}#N%7~<W}u?abkm{mwwqh4p5}`RZbw~0Zhe3>-}E=2bSV%=`KbVf5$BT
zR$H)Cr?Yscv%H#4A8457Kk(9D`IFV#r;wN(EFrXMY&!Y3Y^&NrX3hKH)+*zpA<?ha
z=3b>=w)9-O=05kw50vhh8IxkZm=!cWv<ftP=&MoKQd-(#_S3VanVwO#dcU~p#l&Na
z`k9>BS?d}Zn}%N%b2<9*iX5^Eo9n7)qu=*qdJbo3>l>{Tn@+xnZ!fURSIEf|aYp;^
zHF0k(7Bp^04($JOvGKMv%Sz$b8&h!_=+W!waUX)qWfaN($HEDuH;IbV8Ed-snkz-Y
zdqGkZ&rz~}&L1c3LrFnkTY`jCuaKUNCd%*L-}C?KNQDq_;Lc1i`#`evv>O@Z8?tfA
z1Rh4`5a4_rMB;vL!u1R<p^_o32bi(9C>goS)M}$q5+w>d12TKzR;1zxX&U6}V`$nF
zLDG3)+Mvb=>|)>&ym|i|vx?VGy|5NNZoWHHT{ZQsZnRc*zCm`jN_N>I+owXWVR95%
z^C@0NN`3Jd*myR~;e40S%R0=xKeO2%OLtPL={i0)JfAU;E~@y53s>MT<-T_ZDK4&7
z{D9Inl3e|D$LE1X;4BICSH$fptz$-g$Op0kjFP5{vfvUtsorRQiOld<x>XEzx2PiN
zak;YM>y!c16nCzW_Sj($pqp@Ih1LdUk6sMdmr6EaWWLYTxxsE@hAu0z$mzmYg*-&y
z-ClLboXw?5tJX!c)7HaU#im6yZR;*VFP`}4wQo99NJod+mh`tsyoWU}Ab@$sc)Pzs
zO+^dXT$^+&%Cs(cs37zgtByPh58fFeEhNZZd`H0>kLR6`>I6?PfIf^T%nxA*r`?yR
zW(v?HjI{c8*dtU=@LTK#73E8vT^`?&>?j$j(;^R`;oSygbU`bY28#O+YE?~uYeA(9
z8>}%NNY}?hrwLll?U57zT!58p3AUn9Ef7J(2{4XCs}m~uT}N`(g9Gib<ZEJ9ctqF%
z#G0lTl1|hfrHOSDkAF=THgLcXbNfNkX3r7TSqT-FVIGQN4^>sV3wiei^8SmbKjNh?
z;w6fRQndy~rAnh36dkEV-WH`9Y)4Oz#w%$rX&|N!m?<qOEtM7wXgvIALKdEW!I=|5
zn_Ep}#ZI{WfB`AWhL`w7D4I#(tg;Uo8ng$bTtb2hV1u1QsG5z4@DAyMsL`83xHTIw
zJh8g%cp<OkM?TgcZ!IO>+)wZOQ^xRAuOxdPTHaokec7RS;{>UANNR#t<g+o>-4H6=
z&^jZ<VglSp2Pa8GiZZ^N4R3r$4gyAD>lu^I(4B#(8HaA!o2a|fGoJn9WDcUkmao^S
zLcXljJo2%q__B?FD;(G!k}hD_vWFj9mCKF)^SCo_1j+xn{I6_nT6KQIm~eiya5$Zx
zdI%z_3e#I~YYupDFhFXH#>H2_IV{rQ0g`hlkEXRh20as;KO1~5K6glt&B*`A+a3Em
zBUDSb2US~#vjTp#a}|O3QpL!^`l$=Lwye|2@Vk-8?MFsPlb=ln^8sbw1HMi_&u`fF
zdb?>EzM1knxMK1$Z|3+*``L%7ecpMz<iNS)5Kgk{IDMv)`>7@4WQEtpBv4(;ILjW*
znKiRo)UjF|42~d)Q1-4X`$G+|M}9LkJGy&7!%B+{PmNG)+6>^Xtx>%veB01|EN~CC
z!#2Ns4?lQ{y><>ko&A~p9ShId6$le!gsDAE+)b|M@S}Ir?Y`I*nn#N7*8F03OZQqs
z4UnXi1lus_m*h?&n+8g53V&!mmTo?iA@m+17ZSur(k=80!O6m$Mw%ixr!B5s?o#R?
zO68ALBJ>D49?$WW3G9SZ<QdBI!fbJ*ZmqBVq{~Qbe_ue^K-#o^(8HI?w>8&g*YnYD
zJmrp`{vLGDpLs7lPC+HjVP$SRWZ-o69I~5Dppy=fASmWiSvyn~6WZpH3ES{xcwJW2
zL%M#ci|LDBH(QCK7K4@dI`o&|pLZgh=IBPgGUoVSyPEQxM|fG5(GlPE@EmhHLJ`y^
zzRjoNS6;rn?D)PnMP7lTG()4(D3{<#|9q;HTmK+HR?2H~=a}|Ul`|l$XQL=z$Ep!v
z4cVw@>K(YxHtjsS<5t&vB#MZ0FQoKGjS!`I)s2&dOU^wJq!9KetsiS!xiXqG<W^bm
zvhs=ECDGlDFmX^ej;pREUlPHQmKpGbU?-4Gt6U*1jqWGVB$KJXH(MO8bjIP)UUyV!
zzm=l=I?mYl!VWI3DsqIXg!&Vm!SG6tryvX=;5|I1D6+!xY0QA-7Ck408VuVqN1u3c
zvLzF=KosBgAi7K7`E#{&i`s$$$8XJJZY=vXBd5@;hyzUVU!CehrjL%pv2k!Xv*r3$
zj?Z0wOA&|H-HS6(`GQs`7ZVR93o|`K$Px0xir-Z&g36-+4L8d|iZ?Um+;}C<pL`Qj
zysocQ-BU{LKe&U1gd0!r8s5=N3W)i9osw)7&fD)AOHHzCTzu6*P!0AZnc0J%oPLU4
zi5_ezUI@lotG!U@G{oi`Ui-;>CB{9hvr9^4$$>T@;;w`JBOUuJ0fFHxb|*CP^@w{@
z#J3;w%1XSQL0B;J^UC!lC$IGDf`UCoP#IwRh6wmP@<l}25?SNPxbM)}M^eNv_)Ses
zs_rq4N)RtgeYoSrjy8<r5tBN@u=_CZGEtI=^2Lv|3xJiFZQ!MfY-aUa)ZKPdxLqj%
z)3-_=C-}1T-8tM`89WAi=zF|*lTexq{eZ2x3T*=s=u4GY`Q&z}HCSnc8NzhQBP6r=
z@2~0HCWC2xGzcS8=DvYfO5rCZAcRzL2>xBC#MI)IRY41Ktpe?Cklsmt@aWUkP02T3
z&9zjTY6J|Q0pqd@>r=<3dva8Qh+pKA=yl<I3cCbuN(0!c%q62tcya^yo+4ty#5oix
znK6cvCXjaGB9%U24tQWFn$D<}+~BEL@jzz88C@EV#j4FsqyV8ECuNTY6+6q_f?`m9
zOVCxeAoz>&4G`V6?~V==D|8_l0;htm*fENj6y{m9TL!YOgcqFfc3ML6DLY*P?_G_q
z>mG{>08GO(%xA4&@xd16;^8jpXl-mrHAL|9#Xxm{&h4+ktI%eUgg~1ANcv+;9&?oe
z1ZNZKAP=wiLv%jQyvhGel%Q#*T*e|8_;Dt&;JIVZSFh!n!)vlvuG#g46mff(@%fgN
z+cwkxv;C_I{6E3#^TT-O5DLN{W|aiHK*Fd~$f!p!<z`L-@dZyeQvL>haXRfv7|ec9
z>kQLlO%NmNq8C#jjdD&nV@g7;cjGab|ISG7q_@+o(uf(@ewwENJk-ME1Lz2_qnPLT
zJPZYUU3!33BWa&UO3FKX`1Jyhw$s?ytuz!GPwd$xyARz|5hLk137Xos?>zGwk7R^7
zJevwFWmAcpQ0nQh9{5DJ{KTn4K!-M#4t?7_Px2Fwbh(I%i{2a7WwraPO5txR%=TQL
z$Y&>&CVQe4jdh5W_XO2`Q4=@D_6V+aCwabmH4VC<+YTUlG^=pi8S;LJkM0eYK;j_~
zH6oKQ!2xO}4~GGaM3X0K{^p`m2Ja)y>IhPC&AaLXvp4PPHK+JkdfqKeCy`Kc!P=#g
zdyB6&jN41AFTK)U;@fX6c(C+9J4;(DQ+dfCnnOEA<;L?8W^($%tynW(e&>K|cCr+M
zz0q)8J!U;Ub}c>j`+Dp;dhGgoS-M&|_w}uMHElu%YQ`hSlOmInx{{LK3kVDp7xVuZ
z(|3BDGtl3V_SRRXWx-YHd+ob7Y+VJ?I{nX*Qs#v#nk<UHS$t~D|Mblwyusw5Z=oKl
zz8Sw9)eRXMijNi1*Zt^peIR45d6DSbLeSqRItT+@h5SzHvo&wCOi={;uVJQ~`~Ex6
z0(X4M8bj|*na&Ce(H$CL{#LzT&F}D=xBIf@+`Q@h^{Gb_<hi7Rr<4)i?mZMoO4H=Y
z6T*yXjT%A9W3DHL+$PgATaoOL3MH=K%gWWQcOdWNHdZ_Wm4Fp-(00mL553nRfsVLF
z?*;hB@5t8f=@^kq==&B7J#&JQ11eOJ(9vi3B_anLAV+a~BWsR$uV?2Y3vfWr0a$-#
zzQt`6@E}|Z#ER%HnRABLfuA$D2*oct!`%$<#5s#h1DClXr!CeS?=L&J_o3d~Lbr30
zU6}Tv!?pW$wT2hx(c3anScrWD=ZX0<-;9a?%aJ;kRFV5*6qmN&CXK8d1qF%*h6MHX
z2lTadO-oit%pcpqWf;6|=kxC+UbNelkdG@6g<$Vf!a&;tTsfU|u$qVfqrc9|a-CxO
z{#7coeIMDoha@Ngkl3qnNQ9BJ>9$d#Eky+F9&=ON2QbV_((3ml*S)`))mu#jkMRe<
z7cZsiF29DXa^|<yp|Vl?)t@1|;e-u1iQd+!f<vE6lQ$^QEx3js;gax(?APZZ{{46N
z<R}|eg@^ozZXSYL&i`ebK3My8A9XU{w9t;lFcQv~{sUQ1F2?dU+^g`eryAM-2mF+K
z&inr1=6{=O1=;gbG=w&BLMr+;D*HXI;~N3`$L3KW&PF;H*E6I+2v}}wc|^d9!sjlK
zX1ln*{oBY#&BvH4KT)VZ{ii*mLDhceucjSD)txv`=xn@wvn8fK9^WS|01kP+Hk2Zh
zch~gyrg4?Bh|6_21O3Gf`ipgX=0pftV;hqF=n#4#(|B6tv-^7b8-Kt^4l@umTjGP)
ziKI7R$Ul_#&Pevc6GVDE5fa22?Q0110#K><swlZLUM-8g(~KjEu=Ortcl1VJ%(KE1
zn1|8MluRmT7-u}%xee{Sh-L<tr0{noUf3HIH!ACMa$&M0Wih<cOGcQR2Q%o12cMe!
zt}xA49M>ok`;hW0Wmrl0o^^LVYT<_G8IZmIP$52?v<3EQoVDJ-wwd8u2N0J~<1-aH
z0aWNB6Zz5Jl?V7d)0Fop1CuvrOfzJ(e^JpDI(nnwsMddqg=W>`MckEs<lQS0mpGMM
z_XzJ|Gf>1GqMrCJqI8sanFvR5+X3b|;Q;ajl+y#wR-Q<w+qV=TC;mkh@nZ8`tE$eO
zuPs107BJUD0>a>|`VTWM_etl@Mt8nU{*F4x@9?i4i^S&lcvn<hDlA~y^lqa3BxVlX
zntU1i;U6ia94TxDX<HsKw=FX1IOIM!6is>lPq{SX@3!XXIl!z9I6QsTp}$4}*E^o$
z*lZS`dfqVW-|b-YIsN0q49w>7w>z@>1(Vj6?t&$*!xbeXrIV}U#%trIkAE8B^UGRI
zt(VHnwu&cTud{wUj_Oh$+jrb#315EK=3g-V;#*&EW7}cX@59RO%P&8UKh$iy<S$#q
zZCiX@wRq!lV-jGTtglIz?H_Fl&&|+p&$N|H1T!jK0>973P~G^2d$GH@=c60>1Hf)$
z;4ey8xKvX8CUUM(e$w1i2oZ(_=8imc!!_XnbA42}3Ic3;C=4nzTRj`Bx_gqB7M{l8
z2`Oht<5sET-b{jv!({fiv0HV|+$`Vx-v8y7ib}oA^=_?a->ccDQjxm%8t#2(;i0Wh
z@%$UvtI>t@4T^{mDMDx&cTriMDK7j1GCzyET(cJwfdx{c^9JBSn+y0_=xiTk!{-70
z-jxf;-OI3gMKMf_Y!9xozXFezVF@b4?5;y@z=#WFBgKCoEzx>?m2l@*x?<hb@|qxt
zM;l%fI|-w<&(UaJQJ9e+EGhXt0}zwO#pzJM9O-T1$cZ7dhY(;nJ~G1FS9#^Px%n9X
z*d)+1gNu0;u6Kq5$TrdoVCobOLq!{ps24f)Qi60q(tEC#i?A-+XnTa}cP2pAED6O5
z;5ruTkD!8J{V&XZ4#(!_XN``gjV7#DCLr)!+>b#U8Kuv0Du^13wmgus&D4=t<o5Jx
ztJ|!j6!ei~G;WC4z1&5|Hys|F*4ap>`R~DR!svW~HOu1Di746LEZ-0`b11w8H8n%h
zCj9<(<kjY3;`4kWV1ofMy`zqLX0+07E63^L$8T#-_i0Zs&AzkW<aTi_-!;A+^Xyg;
z3$~h#@9|ucPEab{>dSgHbO{}#=TD)~C%x-Ac<r~664?=Q>pz9t6&mx;oH%m>U|u_F
zp+T)UKJFvwMXt0;m@_&wgK~ox&Gj??Kj1p!m1O9)YbCT%D`9{4_7;U>$lU7G1qU=W
zg@^iFii#?wB~PZ@-ez0rbnpNhxajb(RaW{vY4H~Uj~N6J*X6UT>*@sF`!_ZFtCqrr
zf1WU=_&#BJ@nO~fP4yfV3nzO>;%}DB$pZ8TpCY4~<d|pvP1kVY=1&+)Llx6_H?GI@
zBZvukym%!;A;a~~m#kIFLZ-&y-mv#RMI?ua2d31?jLK?}iq-<g#%&r(8m%8_(o59K
zCj}&5^iL7tLJyR#{bYFM68Gw9T>S0M9v1XHUZTKgkNdIGH@Y(4E{h0InWkA2hZ3)n
zeug+Xe!eX<P2P9Xm7TpctR1$<1mY!hXnN-KQ9>v&!=kP};0jQOb<!nqGjht%x!$n6
zn(wS^Qjz$VVM!1`(#hGuhEem@rY2oPFfZmBU>Y_&rdH?7rR|H{GoOAWb%gZ046h&w
zQ;Tl}UEQ6an?V$Px7|?V`9$*~Q~O;cA)z&yI3#Zsd>^IgDNU|wtggY0i-n&E>LjXD
zstW3;V?=c91|9^1Wq@QW*lT<^ys-clhS9v!_Wl3TQ0wrQ>k9h)$X=mwm}m%sZHk18
zm|*a}n>zaZu9gD{pw2yfaOY3#-G`>{czWU$8I<OT(<2QtCX7<%9;VEh<-8_)NBt0?
zUX%7cBWyn-jLIrM6_^~-iZuvgpCC+zcP*~Khu{@`Y!$;C6~pL(n2lco?!P4sVcsv)
z4$qgmDAv7Op8>|7EvF_7DTdDv8<!g;TXJ?dvv*)&?3XuyAD=_8Fa=iso1P5(_wVoz
zeZBTEV;NRW=M|<%X$(6#AB&4JIyt{)nuY>(8wUcx`(Mg!Kd`FXuF!#Cei;0`Um{TZ
zN8`%}a@23~aa?)->LEV$eV$}!5FlqDLqKY2wYemek`>2ObdzONp6Hn=3$tiH{MesU
z;Pd!tmQ2;NT$CnDSugY0pHNg9=&}ILA94^S|3B$*3(P&}4b&HqL!$ga*sGjBFPcAb
zZpHhJ;{AH}A5ZN+{y=-#QS^2n`h^z1*hgusG6jdKxWz}6K_Np>3SH>A<*rJyYCQdz
zd(fyu(D>}Zhl*p17JtT-4usyv)}xNh&7r5?J|^c(I^Fx|bnlPT0z9BB4}{%XEtumQ
zEjbgZqcI#qP}!zcFeGbk!2LGhbt<f(|4#2t_o9-2U+@06cp1TLi$={_$AzLiTUaB%
zSjXL6yq*@e|79eguzIzmbU&66FK@2!X#g&$v)TX3_sPvqeLp7s5|wzIjSn_gn`Bwc
z_*cg@?^=pO7$QvDORqkUMnw~E6aC4L;4mS<qF;PS;xOrsi<-eu(@|~1?MuG6iRd=x
zU54jbbGs(RXxWk?A`(<bc_a6@hM04RxtCd<Jkq=pqcvQ8^UO4v2%HRW{8yyvE?9N#
zU6iJnGh3(LjTq%EW6dltt;|PT39q(cky9UGvuMSe1@4N7aWCorl$;qjs>C={CKwBM
z;y@>C#&5s-s3u2*!gUGeLKdxPHht|hU9Bu#y)<3zH0{`2?dV*+=uEBXTpe9=O>IkU
zEt#AYA3>f&U7wS)tY5GE&r%Prlru0`-x6$o@F1X|Y{^w^BDsG<$YjE-v=mt~X+7pz
zvFZA3a^iQ%&v_TOFF$`B<#l0u$Im<MLmaEiWw$o<dZJ3*=T^<1R#((bPtFiYO@&IA
z$pE2RjEGb0%j>N+m*7c9e^=>yRkaFrEbti`sM`>HHe+`>V`qwOcZwC^>rVUc&|c#}
z=upq)h_VSqVS}1351&KHC_4)s^Z;0pypZ+?LloF*A$Yw;avi=U%AZwHc+Z@;YV@+}
zyEQM&fcUvRcJuA~`7BPt&eqEAus(s)5&<|J2hhTvW@KcCs90e%3Zx`sK?Q*wO%^bx
z<>5M}UA9nr=a{#;gpTKFC~@3e71t5;!yfRp`!z`JF&f`v-@ag->iFKg8+U?6VV@Q6
zX0GBZ&`#`Z*rh2xLgh<*z60ZB`0N^7lh7fXgiOF=Uem9mJmpD=Cmg<wJ!#kw&qq~C
z-Df!_J+|~UvCw&rzQtcEDRPIOi_0)S=^$cn@_Ps5{ps$#8h#RBPJ9_@b>2dS)+w5F
z!l~TF59?E^`kC{__O<FPz?uoNM1;^5vG=Gwn~ZsKkBaWu4qI~&u@G!rNc}2i3pKt1
zf{eYkuj+rDRK)uYY*#{EqKJV7ZuiimDKRAX?yc%(hh93n08RxOs{JPeDvLYRl+%Gq
zIkztxGEeFVIfUo4yWcW&HxxY8`!3c}1>>;r<1ExMl-LO$m|L|{NPM|L=Qrs4^(86=
zN=dgD9N+ZUBj<OE9mO-83b;w#78UMf__X}RpVA*CE!?>!@@N)hXf8FUy-mBmnxD$o
zoxO<Ke)YM0msNu>Rkt@1?u6&K>=+^dYkn#x?o=ZlzuCQvYT4f-ShwtUK~YUXn;0Ew
zf+v1vSI-8&Gj%q9D+?Fo`1h>$C_E=W{t*ZN{YjT#o^#CLBcNrbe~sWDj#(_=aJ;dD
ze3uX2y>o~XRw1M_q-}@Pnt+%JOaR2tz>})ettUz+J5RP}dt|@ldSely=ar!xH&)a;
zTCWs`-e9U?WR6qrOuo_}!DZII_VSFK-inM~MSwCCCVwmWCa3hvo>xl;ai0DdnMb``
zQm2Slfnwn7W(;cr5n}8G8c@YS>>yN4jfOfbW(8pg8>IyP#0YNKcelTKc=W&UQXWC6
zi%JRrRJo&=<lW{#`5)CIYwpzC&PYS1G!7i8B+_pHE)fC7`U+I5R^s5^l};$D$&<1Y
zK|L#uib=lCjW<iKZ<q6NO1W>Q6h~S#pAG5e|FM~>!(xUyL=OV{uLKOxBah790TT%x
z1e&{}QE6qRSw9?r0&*7C{MZt~jLXX|#TbuFm<|0@IV6pQ*N`E{xkJS6WJyTpDB*1H
zI(alKh$$U*FxGGLK>I;pLR!`;Dd@}G_DKiSDn6<)*Y-?hw_kOBW`)QKFD8w1wL5zI
z-XZtaYgB;S(p!h+ic}4oTk%b@Qs*1ksexq&5T$SzeqDZx2AR$gBsT5q^x@)M@uJ|?
znoIq5Q7xD`<Ujm8b$+o!{pr((ueFsW0?{ZjG$>CxHa0nNeeu4Q_BL(z`}=?1Qp{R7
z%&NUVeEB{2{j_&s)n!QV#e2(<x2~sSUTf9w>YV&fl65z=U;5u^esbT%JXP}3;imLd
z?WW<Kr<jt-R^%42Hi1;F9caM~BMaeMh$rtxCcv*m!*evQKVXE3H7<UdUmO1QRv3#<
zdfL2OW6fTvh`TjHa5{oEUiq1h+dYKhUtP>*i#)FVehRIcFS$`IdB(@D$mw5w16z#i
z__OM=yUR%2^48B|-p8>mvzeU0ahx+tTqu1wNE%WYfF!{7F3&l5=Fx$NdV86@il<0y
zO5NW-EG0$gAh3=5Ktj@p@Dy(U$mj`53LEi|T@3+3WqAM8&LFO;zC&p~h_jg%9Xh8;
z$FgPq2RDy<+wXz&m^mZvac*q9EUOR9?YN%1aL@CDP4C0qy%e@1|E1uBJT_v&wxZSC
zQ7#nVbQk2N1J}cYscUCZbOc4|bTK^FsUfhTVE*&sjB;ScB^*BYlj?==t;2UBT3(|x
zTL901{U2gO?w_rX8*i@p2zW)xGY~vt>MF?{T>berzmck%9qnp%cDTw)Fv?3D8IYx;
zi1A$Z-e(<r1R`0IYH4{gO4Sv%sn(A-c73hJ`E&@)EyU_rJZEoN)sM}}*+<8pS|#)y
zW?#%^UxpJ%ZXFstga=_B0u4f`MXrVI@-iImw|D<@>kMW)6OLmf8zUh;?a}Xf;><V5
zbHTY`MyTxgPIJITxV>_(PFg7vi2gxaXx0RJGNc%UBVOUK-Jb{T_mHp<+!~r1Gp~R?
zfS_=#SV&Q5s4HcA!UC?RmPl4IBD95oY0dqvto+=~XPwwjqbI-P>Mc?0@?Jgd^4<ZD
z@)92@Hj3G->Tj1l8a=}!gVtH;9RkePj0&SP;!cm?FMJ2nw~bzlEPst!q_#rYsrmXC
z2D+B>3k-0i?!?^hIKWKRJbQENg*HZ_k4N8A%YHiv1uGrAYEr7|0u##Yd`VHIESmE3
z<*ICAlREFumkblUCfsVt2E>1eS5(MttcO!gC?6*)`zM=QizGfRc*&YxVwzuW<a$&x
z6+k)IWN__FaZknjQ4{f1xQA}EhnB8$B<~H-&NJ9Ym6D|TRQsLCo$om*Qz<zsgPIg)
z3;o*YFV%njJ{!r)Bs|vl`OGiGQbSsaq0=;#_`snINbjPmvNtK;#CF!j@{Tgp8Dp<L
z|D-i~C*O6n_bKC&YjG&>t1uke;nf)0pqOe0Iwu}9f)O^(K%;QwC4vaKLUsrha0`)$
z=+ajvX?qp_r&|pqV-ko$MpX|b#e-;dU^>aj%C6sdP=3ahSg5-K1WV(j81}1m5>)TC
z{}gcvu)h#|nA~lu`~$66x#Hqx^S~~Xr^EA!ix`e%%?6k{fX$Mcau@e%2v59E%7`LS
zx_~gF^T(o(|09oRPkSd-&|@jF>^`lCcvD3lM$_&rs=b>>rRu29ax)rOTS!M=hDs5!
zUiE6DigiUxD|V1t5i8XyBG3r%>%yfx%4D5tB-kXP`qGQ~vsK9xk)MRpibb+Yg>ouH
zEu3$veGPppET|}|7^-5x=0_zhWzwqACM7JD0P;cexp-JU{hlE&410GV^rmGA*8s21
zrwN@;Gf&>0q&57xTY%Uyz~?~-m9hBzfO0CF3RRM2taF>+iah}=EkEmi#pR0?+(Y(d
zXD$rJ_$q!QWeHsDf{JK8pb?~uWTCKYRgKmCflDX`dMB|ULc(}bH~IAfrjA`0<+;{V
z&&2!R^&7`2AL&dTV<%U1{~op>g+YbrRl=xc+@a_o;{tqmretKcmTA`YR-<bSstCFV
zg`cwSp4KX?-@dn1FV9)2z*31s`=X#SIdpP4aW(hCi9&3ZEusrMkyy&kgyZjdtBav$
zcF3#IkZ&T!oX2$vJ5PgWJS@SZ!wRDu#U-crkvWg5lNuIneW+dWq~Pay+0T=*pSg+#
zMq)J91kaXl#LA19i|ymndjT&M<u{!DK>rgkD#n&xe%d7ckG!)x@AxcXyQ`9PkhB*f
z%Tu1(;m+3Ku7C0A^s8lg1M7&ziyqq5>e@4&CocE=_c=ZJ`W|>U6{+z!KR94rk^h!t
zB(%8Rxy35ZMydKb?V-qu@qxwaqoRQ5TQ?5!dH+z7)eTG;u5PVU^CfSs3;O8ZNiA5d
zdJ**OQ)nTR(rkE<7M~-@tZ~GB3A<`tBJo~vby?hXnHIG+50kz7+GvX#H4;_Dsy?;7
z`PWru#;?Xwhtoo}#ZB+QP8Jekwk4`)x%rhyxc0A73WpJq=cfdYQ)@O_e$O}kuY}Rc
z^@+4ryyf>oLwa(0xvLc{F-Gy7%Es?mC(O%SxlQje!sRlVk-1rZl6O|k17>0dV~wUQ
zoV-4d{P~kJG$Lna?$`VU8|3o0;q&Li)zyS6jH^sSLbpuJtiPLDO}JD{{Czh5bI!G_
z#lac(rQi(Rhwc4w-su?P3K=01M^<%6#dMJL+L1dw#2yT~_-}|IpQmw7KjgH04J{iw
z6}f*Z{MuK9)>oLeUWB&3?6_X|e0K6&uI{|?BnonC3I2764XCFI9BPEUF4c>*YdItQ
zzj9wUhAK8ukcg9bQRtb?QY=A)23r&fVmm>1R`HKNE?1wGk1z!SzsKnfQ$?D~>*}^y
ztQRMPox6Ew#JA5#m*FA4FS%e!mmLCG-k>cD6!)Al6#{wi7q;;2G76xL?T;|mLgDJo
zNPu*~z*7_zj>3al!Bp;AwY%B%+XK{@T){6s+=KQ|guKGrg&rY6#q;s|xzbnJ3vg2a
zN&RZ(_^5QOyjFmJxP`grj7e0TLsWfMN_}QBYSxs3BR;_0xA7Ca7B~YeK1=Dd9$f}}
zsxBEfNV3V!HUxk_7A7Xqw>n>foCg(x5Uzxr@IdZ`mNah9KCouEmr8tnx&vWOLZS2x
zM!dzvO>>Qt6>TPt<)UUJI|WD5QRD(o#Jez{Q3)ruK+t|Vdoa&>_%^(ii>x=IzFFId
zECHI?rm{eK9zkJ9HfZ9yd+AQq8CbzLHiGLhC&B(|xrfFk>SI0d{~yEeE`A#^S68_-
zC!vo9p5%LnucepZ^7VxGt85BKK*uoMAK9w(Gj5_&B7~w@PB#NzO`b4Sz=iE_D%-Ej
zJNVP<L<hb$d$3==^<K0A-2k{(nS>XAc2G7=1RFCre(hKT^$ovZV|&mw(MTZsR~xbT
zV`$!{X}_Z(z8UHNcXqYfW+)r$wz1y5H-5Q;E*(C(_9><KYZUqiwV7iaR~#17%!}#L
zmuuIPhpFK@6tu9`hFEJQtaV7If`YN)mJHDW+E|f&W%pj|Y$Kei^LOx8@Ws@{sdpZ3
zkunL%e%<q(Y7;Y6?6=TA5OIx|MP&x=oJXB+sr;`Jt04S@UD=~T*?1Pj7kenN-(d>K
zmm|pbWsW}wH%XooQIbXZBBEO0JX3I<Un2+VHE_m=DK=_lMJ50advjAtRXdUk_7FfN
zE+A6p5a4W?@cb<yPYcloL_PLrBoG{_Xv}~P9~t*368Pj&Q$dbEo)!7w?Eyx221)6C
z<DI+&jsy&Ni%d1B(Qczv@OBgZ`^i;!EDI>)+k3TT+>fkTby6gRH;N4yC2b!<b<b2p
zBjL7KH4~6rr+5EbR8A9RqdRV*_W(<*&B=<m!}~b%m&DJ!?59QPJ<eJs03!7L<3@p_
zXh@NqO9_$|+cpz4>3COv8S>90J{AexnVsXL?8P*G+de&)-GTn6z`hj_i_KsA>%80V
zH@~4ukWE3-d`sg9xr00icz!hYemPg<HOj|r$*3FI^a0mVRkb$oUJSQ1jT>G5i;nLJ
z^q}<(9$#x1o%Z?R^01~xk2Qnh`25+YVH2=xJ%3a}$d5ZhN~W%+_fu~(7Hm(L1mCH3
zc=5XWwaCCwijn$7!}YZS)1MR9NA5dZ%>9YGc+C-iw5{(duP<aZqMao~9yj4O>zeUI
zB>#n#`>zBk4@%Y??<2PFUynN`o?Zz3^hvEiqoRdFt{bZMK|JYx)4FE1Lt{~`i&wC>
z|2@%PDl#;&p|Nbj#JhuBB-f**D+B|Wn!=vp{0O1FT%QqQzyE;y1$KUlu+WkO|F37M
zMIn>$?c;S+A988%$4cff`$2E!C21B_W@--UIUJYE{LI7q8JWEFt_ji@ws%2sm_<5V
zE**RYJ>s->TV`E@w3*zo=gke5d5`<M(uDTii(>`jR%y<?Oq0D!5M{(h*@ztq<5C8`
zZ7y3A6lvS@aN((1qe2VTD?oivdREx;xHViQe`r1&WscDkAvpA~OYHiqxf{F;oiTf8
zbBEaX#QIoHT@IcR%5!XFU63R5=$vCT)O~mV$p**o*NO)Gtsi?HHy51_{(8o<{>*<Y
zrmZQi>0-K3>BSB76q@DwF8#+dbVh~}AnPB1=RR%~Y$+_k=5J~k`70PgNZ45ebcE=`
z#s3H$)0Hc?^R)nX?luW&p{+2cOZ*a=(V%&(8xcUQVO!MQk+c9;S8hYzgeWJ;0fiN0
zdzl7Xrn>5Pmn?jr4>jKXXyxWW*(j4V$J}2Ib(n~%a#eOHQF$+<{JvlL-AfhlrdMWW
zpz^8X6EH@2F7`_m^P56>1TKk)eQ4t-k}QG`rpSZm#D(X=_VS}c+4>#`FR~cdlUhI9
zgssa#uCYG;dwsr0?b9NK@K*EOgnP@gR`1_lj0C*aJ$D<maAZj6wtJ5?b{XQD$ps^h
zU--5WSVRC}9^Xz<z0llELGL$P2Klff6)eOv3?A|hk8y`s!zimPOt;!QX!)66cs(fe
z9p!I0UV(-v?Cx>5r&9S7lY{`l#{+;{X8r{aWn8)T>UuP{!ai=~spPY=zCtJ~+aA2=
zEr<GUpATWU;6Y#HgmI%e-+u8JdNm^q^ZRwQJ`Iby6@PzGlhHFHcO4Qntb5-kEj?U-
zIo0vcu)c0K8>ig#ME#2A2<u{n;Lv-M7o=**>+s&aD`svP8sYeSA*oLqZzr#1{{E!5
zZG6MG_u8)?<`{GLYsJC~@XmhIsvkE^^H8w9V{ZRXnx;IR&T0p)iR}M?Q0qYp144eE
zy>iN8g#^~L1j&AACzfdok7=*ok$Cb+S?vPy!Yy33&hXmohnT0`GZ1wJ-n<~O8#glE
zil;nIfNIr^^9EYJ;Sr(Q3m4*<&Q4z%*4}?ys64|ZgV*}o3toEpQz}lTUS>Yp{8R;q
zR<$pGc^iogAM=r-iA?S8N2bJ>JA{1|H?=NIa()t~EncBZiRX&KVmf5RF`w<}h|#tH
z+(=CU0CzIK(uC=R-gf9Yd5=vs8P^fLX(wYKgGG}eVB+%sa;#!aQ_La43lORFAmUYM
z=A{a^J{pTI)DA<S_s%e?K+W$rEPOuxm)%76VY*V}d)-sD#No)^F@N453kvm@`R8z3
zvZ%D!)&xzj8*k)`YZUoJK)1x_2RG&j2B7|ce4n<x$N-Ikfl9U`sO$4=^+#}icijZG
zHzo$ecG~gPj(k&>RH{lDsfzz4JNl%y3CETxAcz@diV%X{21*8GV4?rA@Yn!vAUkV7
z9WLg0)HO;FGklBuIK)xh&r;qS7Hj<YwJ8G4T+xr_j@A;1?YNmX$v8ZI{Y)sjtJ~`X
z9Zdv4FV1>i`9)Vp{Gn5s^ii01YonohSOe+r;h-evmw)=-Qw(x<M$61RAcxtrY#@YX
z6QHn4*Z?1h!rf<#MfLXJG5uM@*btrDfiK4zsg2|g-p)0|47&k>DKltK`e-a83H*{`
zeA;3WifOjjDO@4WAw>ULCY;fgj>YuAP&nh|VC63vvVK#0OHgk^<ULO1gcpnXxTL1i
z_lCY7tTMB}-gp6CX0i@vUx5F&4wpZF%5f|$%l6FY&hMR%7objY)FVLB)?dOoP}Uhm
zv5V*QDT}T76f0|{4mf)x2k2p-<tuLK1CMF%Ng6C#gEaJ}F7(2ZEB>4anU-^unL}%C
zN)<B2T-TvUz5aNLx#rU~lB$`f*4wpZCl+SsZm=kjd7uHtV<AKko_GZ?f{vr%GspiH
zGc}v}<V(+;mdAD+kD$RKPe~&bY0?%iF91+;OH^Zq2-)<J#0q9kycjg;(KtWh)iLMS
zRwCzeGq++0E~LLZ5Wm}NTwBmvMrChQHk!92-RDm$5og_A&RG3|8v!HY`eMn|NR1=q
zXRT2Y7*{}q+@(QpOPCtV2)+CVIS{nyM0%QA-g?-xJWl;3fF4y1T&`TMZ;a@r1|lh<
zm7RHA3@OF6m4wutA5aas=BtT>nQOVZR#}Pccjv!RZk3v1ysAhi)zHb;VgAHk)~m_{
ztpwIz$}iPmym|!;?-RZ<Jg8URFw~sYl4baDtDsCnWOwZ5`S{C_WcK$-v^SrGYfmR=
zE4(u$iAan6Imp{Ra)bZY2R_k)Le2qQWKQyPdAUv1XTvdJP1hpH`Cn4&GcaWf3&@&S
z27N7Car5tM=>L3ZvdUDOocdzIY}2)T;^%MYAM;X@zuaBEI=MD`Nd2m3h8t9cxjXwm
z_6Xh*yXSI9UasI%qfk>XU&*RaCpmvx`uCkXzr-izUBT;9qf1GnQr9Eju?N1hB@luq
zsNzXkTYyJ_?jC1?{Tpo}G?5Icld!HKx)=tEbw#^pt?z%e)~`p&{ydvjK3&rYY%$*;
zyeSC<dQme{POBdb#W+t#+-YGCst3UQZnYx8fq=&mr(ehq66u7F|50?-VNJGS6lc^%
z$Oh82(H){7NQ{&eknR#cqy&@(86zA@8z4#x3L?@7f~2&B(%oI72aN4|{nu-k%GloL
ze$IW)?>G(^64?N~CnA!KP3SJls2ARZImA5dMGj>_--P2BXghfe&b}|enZufGcdoc4
zU!ZV;!1@`D+8`yCSCSA~H7+r106Zp(<GS}?7pGL$ltYq2PV${`?M$(WRF~#y@5`du
z@Uh8CSNHeQBPV0#ilTb#G*852hL2voHj!md)D(3&a-q|LPoZ3idt_m4XPPb2@lbUh
z>3tQ(=<O3>uucf6VHt!f8Il-Bn;6qVIfINcy8}b0nG54ikj7QgPK(^`!qpF)?=crq
z#lU>|to`VWsgd)eIc><s3O<(xMd=+-s|NNG!Qm7K*~>ww(N(MtAEc5oN1<Mo{1f0W
z!8>QU>mM42Zxq_{MF9L1L!;5Kb;lKjn`NeYVj!!~?=j&d0fF+fYbcvq<>~p$gjxLi
zP$J7n8NvBTFXaqcx?fpwl=Jkq6hmvyd@<XBv|~07lQ`SK(V*L*3^>^q;B;@jfEC^X
z{5|quAH^zvHJ%|xtnpt)8qJ>%9-R@6daqE;rwjAnp5fC=&Ip5V6;UqO_I*h^;_PI}
zd{!Oq<Zp(QTQcfSeYxDN13%08Rk`s4=3&>;rm_OSf(Neup^4~ucr=_`{+dp+V^6st
zVMd682&>hG)nbgU$6bZLR|Obcu()TJ3c&Oa<z7%f2lg=}L|@Hc@o5kjSM_)KJr;WM
zqEwawiy|FLvG1f<4hu*hp<C2gfuI3qkoi7+xfUt2Zh|pP0)~T-W5QDU6}y+XTChBq
z)}*iQ5kL@fLCWZ#up82h8sYB*RN9!eoga}_l%lZx&Bm4WqIWo%!c0fJlHT`U<EFE`
zW)gKZ_76P(^nM%_FS2B)gZ>GaY7hblsD4?((^$XIbNFQO#<X2ZhX_<b0RG2+D=Hli
z1APxeBTAxEFMqpKWe+yKk=8BZQ;8Ezgs{|xh!o(R3C{fzvw$)2Id9kWrg(!i*!CNs
zSisbGvWr$F%EFwWz5z}5zYi7JdVPuI^#0r05?}bA#~NVg8p-k+&5;?;slAn5BbQUf
zF`#H8SzF`q1Qbyou~Ol<|EOVdm3Jra%Fstq0IssP--sMK@h!SMknY8}J$P2KeC2ta
zY}+)NV;E=@7)We<eh5r}Ezle(qwt7u2FS1N)f*eA7EX?^3MJs8Bae3pTv&9SpS{l+
z;aAx8?Axqge*X`r$61davws~9viyiDPc!?@Xd%01zWKD~2d902p}m%&Mo3bg(!8C+
zMv?gTkj2^fSmOBYe%Xv9w$jhGTr39P!~_RrO)pEwlEOL%!2R~g+ltv^waAhuWpC;&
zXr?Wm?s#sFo$w#s_1b<Kdk|Z+Nl``!G1%>N-n~Hg)+htfh6+;N%3y(fNTr^-_oe+S
zI34zNt6Tod?0w153J$41+FEU2ZkX<rA5mK4JEp*u{6F0(hETG;eR8sh7UJP9@^-g!
z#%O1${!5=m3hqP?chy2{(!rSGPPy89_{Jg&@xz)U4jx;or~vH5FWepr5mmF0bNXvB
zdGHK{{-W!Y&DCewAdWes<A`24A?z3`q{pR%Nb1>=zm<kUWk@YHi<N^TL-l^&oIL&$
zRR8B}3xZ?Dk9m`2-wY)wa&gLLRf(Ekr&Ja$hm&&0So?o^44t4VFQEHM5fpnHE6_Oo
zp${%s`mo(Y#uRiPC;loGC`<+HSHAJ{`RB}vYJx69YiNI!q2z?&@NUa9q8yQVy8J=U
z{ZBjBxDO)vw$HAMIDK#5i=ACntlJMvsO3(|VNmdTc0btXAe#yK6BVhk?@2T1KOpTm
zLNsUdS9JP5^jSEYYPyjbs}WJgxBp$&8*m$7-8C0qFN9RZJ2C#6k4MR~qyaIK;k*~0
z)vp8GhVF^jZg0GX@CAn8z3v$I{Q|5XiGn;FeclP+L`jJ-26Of&1@bYc(0XU^leSa0
z*u6f;><8vbApuvTC*9e<Qf3eG8kXC5Wt~&2Q4lCgEQY47t<Kr`Yq_xuk@r|fb7L_M
zNaMkI0m|PoR1HG@5-`|fWdH*VfElqKqwS=eqoX7b5&OA+{rfg5jux6%B@y9d5wIC+
zQx@JrG4GVqH^YOScAop*6hIZ+<;Gp75mm<G^M}s1Ig1N0jeK(!3xI_70Y#8baWqd=
zzh{#myCi~TT6UfX5yR4(QBDwYw)<)}?C%`tq>Njy?RZCSGQE?A9KM*BZnbTM&sL&i
zo@d_t^&5tdETd4`7XGmiR0|H5a=<UohM~*&{=<O7?7dWk6HpK#a#C%la8=R=7EW{2
zOPE>Kd4v}~jEBeU{AOdHkL3i0r=gvfuI15SG$!VT*IVN^U&a^<K5f2yDN%FrxGEt3
z<Mu@N#AGpmBerB=F8ke&x}_ZE{OH&<?Ck#2X}gc^m7n|y%%;<Ar!wA;XTMto_$pI*
zy0MEa0JMH<MDpR2&q@{c?CXr4Mbv<qkT>=|zYjyt3slM|^}{=Pj91ad77{6zsb=cy
zWJVUPZ{I#Gc*yCeU}?vbV)nAY+@;upw<J}h1-bEdEA;L2R%k^eoYpTT_<>UKGabEK
zpfDZXsG&n1*~!$jnY8R310z8kXp754$@)#W&USaJ|61tlsf-U(6g|4T1G>9Cy4yV+
zEpjuYu&BML7VVbEkCAdzVRtUT8z^bPB6eBessl_|eKB4rVoD-m(O8ZKqG?7abSItW
z1?W7bJ#k=7)9s0ijQkEQ-R-P)qh&~O!IKyfP7r^FgpSL>b?fka1kUdUUY=PK*2UcE
zr+L76gS;2MB>yTnDTcN=MdMt90gjD+9|MDYB086#x)+LW)^CX?iC%9z5s3cWyC8BC
z2cx))5K4UrDacTdBY!2(<{B@cz~J}I?3L7Or;^WhHURm{loB;}zo&Oor|&IHH&&gN
zob;{}j7Y)<1bBhomj^FD$w~}l();x5Rl5n*tO_>dQsg5>P2Y`yqNVj@hLDluxe(0|
z3#4eA*Gts|v-RZBmLg!AEBq1itGX%J#F7NC7pwg1D+1tSE%LPQVpDGy_n$GuP5xL?
zc-9mCY*XnWtFfXNbqgg9Hixc<^1$9C6<K+Gv3ewaHk+3%O;tx>DmP9pg86;hQamyi
zfVOMF?m!kWg=6nSG)4_H&Ry+$tnRh?nsc{8C!2a$&U?6jLH+28p6OUxJH69--}VM*
z@cyT*YeY??2+Q&7CiMJeW{m;C`;FC)q6PH52Ta-pmN1-&e7DCkSk`-!&lvfuSp-dR
zc@4Mf%apu}?mRU}ziDoCj`=IV8llz;H+&~*m?1W3RRYk+Sh4_-cxnK7T&uKmQ<=M5
ziK|+fqq>Y%(L#I5LYv1B@=q9#yaQoCz+A~zqFIni+|{bw*WSU=A0v;Qxz9di)4j8#
zl<?H34R8WPRB4VO(i={;``^Ev0B~6vfMt<O_E*(}m`fIQh%O*FW5$uJK-}XW*5?=+
zZPAMatk5w%+w?+as$Y+7;r=x<{<3zJn}!^HEZfwAVltF83=LJX*|+NXbX^j!*L<P4
zD*%H$j%K9N%zAfC3s%GM&G1+8T9s(M^cL?A+TXxB9>91g&`y&BkC8ZD9M6|mOy(Ug
zzx}7}sc=I!Ms<WL1W2WRd}GiA+^Gy8XjNh)xjK)G$^Dl$(yE9Uz+_#b_sAsvH@~J@
zT&c&4dwdneg=RY*#r6VKB?WSYBcBkd`rb0d=7JU7zhG4c<Q0)o2sH$c5KLXtPujgb
zgiT(yT_C+~l_A;g@3$0xQ8hKEA507hb~Ah|XQIEJQTIfe+$l<fdNMxn`|^Uk-^^sj
z;7OaE$6s}uL-o5`;r~sATU^)$uGtxmg+D%Zi5M_(-h1LlICvHH`k~fm(U*f}Y1t)`
z&Bmr76}4NH4q-KUYc>ydPu8Y5D6j54xGGJ1u2`BFWN<I2e`sqc98PIFkr;8KMFMWS
z_%ZQ2Rao7mP1r}Rpr2Yn{Z?e>kiRBROSOX9&1fWGLHMio$SYYK=Em(e$Z&<pgH=Xy
zIVDGf{3x9N%t;SxIa?PEfYbv6YrNnWgw~@TuddHW_Bj%#;R9y>3|u}&$<Zhr7c8#o
z4eA{ZNS@p%iX_34z({L>*rGCVX+(YrY(l^qZNLTTkwDZPaOQu0{lNdc{Q#iC6yO)9
zS6hAFp@F(Z)gFu#a~O}K<S{-lZ~a3@_C9l16Gs1CYz6s|)Wy{$JR832V7p^uy<?T(
z1DN*K9kK#S2kOQ?+jE!>tiLvVw|78IE!jCM)j7lQ@!P2L_-hrQJ*Q-M?WVUx{95Oq
zPg92Wg@s>>ByX3<%PQPdkyOhwhG<5y8XlvIG{T_!$urGDUPk0^lyXtISPe+iwfTL(
zqqoo?M%$v{szXjLSCktcdGeTnxQerH$fXuzL`m@y&@TBv)3XVsfY?UYnWO+QoTIr2
zg_xI`Jzcm-t0LO601j1w$O^>NyNZ*87=A~bR>5w4!|6^$pQ+7-$xfc#yV`=!8Tth~
zKHjfWQz&!<*b}^S!JQWa23tbruzSB64d?q9ui634AP0iGzTMzB8=@tH-NoRVEWPS6
ziz6KzFu)wS{Q+1ZK!J6?)*vvPW2d&^oJXil<cZI4I&pcU289gSMh?tgo$14gCtFvj
ztBtvwvYGSGeL!G!a}DrV0QUs~zGmOZk#LFw+&kF>m;cUBaQLm3iP@y=_|w{le79uB
zPMOndAG&fZG1NQ>5IKOd-QOvQ26Ul~#|{(R4mbygUn+Bt0ecsrWgfG*E2Iz{8MJ{Q
zcB@5<@TmQE&KpO@$(@7W#*{H0F{w8hw7foa|HoO7CQZ=P;a$?v^r}b^VD5|~|D)bY
zuR@egMnP;4@=E+LF9IlmM4dkFnRu&8+E6;{q6#ex!kOroB0x&&7b9_pG@VtKu}_hd
zubhacAhb$}Co!~l{=((ERG5n!I>EGtB-Pv3epS{>lP&{JVL)b%hLbBSeLsQL==%Mu
zhssk)JcUZIiG2EM7VmftaOO=2DZ>t#)AwIZTfZMSuVq7;rPH~CkZ%%4-Xx9zz2-o|
zlp6W__9o(KBFq&k41bTPiSMt`{&3QF_xFtlKwV>G_@g^+o+>`K9ek_pp1hYd#pTVy
zk^VEgyLIE^x;+?h^lb9;Q10Yo6|P-dwtYv6b7_UT8?xlM#q$Ixpm??){$lA8Y?i-q
zGU*4DI^T5^PbP^7Zo2iONxl;3_PRO~3iW{o*>86(vbZUqF4Ofj7C&q(b|<;g0LUXt
zTWL`qNMdf;Z+G!QS+f;e(U((SdKEpZedk|Lwl}thH+BSet~5S62zPaFcHV4!uys*a
zbD3Ik>Hc86>PHfj_oYXDSZQ~C+Pc+Xxi`OUc2|ajsI8+eZ5b|6YBE47X~c`O$Y$QQ
zf}4s@Iz{#CU1p83ZUH<@6+&-aP0C?F@~`^6oBJgQX$&F-m7JGno-y~uCDb2EP&_7x
zFqR8;+g&^Cc6}@Ado8t|_`wGiR=)V1lh){g_wAJ~0N;FBe#EzvchG*MtTjgxLy~xx
z>ChOwG%LwRJuW<V%ANk<Of}^}#V*&o_MfYD<VxLv#A@$tcpTe=-Lh(q4k$Una(>B-
z>d@M@sW?(d*TRM@&EmWGm&c(g-lv_4P0Y25--9lgYrjrkoRJxOZZ~00Y~#ARW)AB|
zBCugG2t`o(&i8mg(vV6_Km!?SE@1AzJO|ftFvPhrMoffm4)Tz$^99pW><S2nRt)b=
z`Hut=1hz_%)IvN@bDuR#5d$jPA9pF&p07+U4n#D}?ypu|En*vpwV0isd+o+Ckq@>|
zve+Rn83{s@z((K#x>NhVrbjIb^(R|$QlpVMOg;@c#Xi(cSzLIH#n;`t>ceq4qsSRZ
zUmYD)mmS}^u+o)>JfQ#A5}n<M<&5;->pr4bX=mq<F>%T~E<thKOuW8(ONxO9UJZ4?
z^cMaP;P^=6V~KixFVKZatzZXxB8)tCGA5=l{!j!`ESkB%xWE4VBT$SAO{9h{!B4gK
zrdVK%^bxp4mSgB#tYzrtsRSc>oT+i~X|cJJRLcbZQ^Y=lZ#mPPDzGGlhmPXxvqeub
z=K&<Y7I^^O^enD<4%v7XahlDuUk_TPME*raIwP{tCfB-IYrXN<e~15vs$sWt%h-jC
za?dKhLp~S?2l^Ij6yX5{Hzkoe$j@2ACb39ioE9>HmPpbEh@2$TaLwn>SgG3mTTEj?
z-jG=?x>k`1d59vddW|Zu9vv#TkK|b(qrc<}f=_<WdA3n5{JfO@g{k@brRs!>S2Ehq
z+9Q8@H~B1#;8qIjW4HCY9!qjHRQc~*tn8d;w_c|kG>P}N@Zl^g;_4RL*6Z6RA?E4^
zl$cJ9iezn>r9k;bW_wp8wOlab+<@PP0!SFdF}^`PV(#ULk@*S3N1F+yj6n))(ADpy
zN_dM`bj9laK1nJ_kPvwo-&>bY-Bf2HT+E>VMc^+xTSA)gUjpa@u$25o8X?`;QS+<o
zyP$CmR8yruaQg47U3U>Wolrg7JHoMymUpRdA&nn{Jm4wHx#2n(f3?HE4H?HPg&Ltp
ze=iSZE)H*o9^G8<2zqS8B28rsQz+&#^CM6A-ED}z&n`_GjRPn00Gl1!t7ygxc<lic
zaO=x409JHZ3)Fh2$RN<466lJOiWbvZe_2%Er&Vmn!yn6Mum*WG5v9p2h`vTI=&P9$
z{7oJ$_5$O}{|l)D)TaSc`zjo_<*M>845gcZ!sejVPLQs?veruX<SeuLqaR6!-($X;
zB@kI8L!p;ooGS9>bvFPJfW*j~3imR+sOng<dm(QmDndfa^O^)LY@y>$n)fE{Pbx`-
zuw`7|YQA1<k&VEYRs#5iis4iW!bi_6RP5i*0u~1Vb`H@%Kencu-(5FdK@EgV*cGs{
zfE4MmjxrmJFyGsZ&m%h1m4m2$x4ru!!CBS=FC8enfOj*}b|TI4P*@?@aE;c@0IfGs
z?>?rGJ!FMo-ubAWl6;R&&CMVWXVm@=cL^S$e|i#(u~zn=p6HZ$dGX3!^jhJ~M?A)A
z;_P`4b(%v^<wSm#=a<ZHQqlXQf}sE$Rmky8K@dw}ATxj1A%p!89;mHSc-xI({Ba7n
z!EW+9#H8Osr_`tdCM|b#_g|~ZTVq~{5<+9C9P7W6gQCNQ^|pi!x5N$iM0NKh?`?|c
zZ<gu6$NozkT{9eI`7O&L#qJKUAwbU^Gb@3+yo%engYSslldW%c+klO9E$rv>u%CAU
zdt4`FFY+txq$P&Sa|n&xvg0_q0H;7tKeq=q7GTMS@z^-vqeNJ|fy01Yp=Q~%@AB}@
z4~MpnpnQPMnhEBqinwS+P9Vg7zH?Is;6cE!<zJ(63hYuZ!NxE~GyvWV8M#j^h~EO5
z+??#Tg~;>gt8X}c!nc>C%26Z3?`%bdtK-{651`-euBChbsFGmnyJ*|&{hgX$&@?kK
zKwBuL^`B9Sl?$2^LQBo90n`!t^3?Dqr44>rTFQ)natpBA(rGwFcLOkFVYu`SMs%DD
zguEneuoOcLDUQ>eKrqRv$3>Bl{xKjWfT&^^q6unRpUnki)E<%Y)E0GEB>wu6svd_*
znH=F4&A6wVpE8Mfl3^}c)6M^1@dQ78Mgeb?nJb85Q6e_?(*x=Bz~XMn>k6*<av9ws
z*BcN|Qf(y<RbAf&X2AaPTn~KZ->0Qa!ejOqRO2OWaf9<S=RM<OArHY<4}?sYgiIJZ
zrC&U7@43DyVruPPrNDM{J{cdYpx+VFrAK4<h9&E(xPrZT=%*h$UiZ!w>^owodgBA$
zvYeQwb5vV?@E@lQ7*D+TAaU|NcN#=#8yQ$GH(RwRK>oPi`&;v*P0-Im=GJJnuu<b{
z^?&UG>ZzU<vXwb_me#v}i>7Bi%L0I5$*T&0PhlJgSqM&pkm0hkx_=K={V!Qe0iRE*
zYU6Via&<)GKhfCXUWmh>f4I!}$tEcdGbhyzNhotBr^EsFI{+Kn10R49Rq274IxrP2
z0Pa5EL#C>#LV`xLOEuy^7)Rj44T$=-Kx<!XS#bqR!4diu)KUCcy#*OwGjw#KKKNaQ
zI0Pmvie;ky5I3I?O9~y9;CFH)0+l|TDSf<(4)Y%Sd1E<3Wj9n|HOeF2NYF0FAk-l-
z%poCU3^QwV$#vF(4F3I@t24y3-B;sYSODO<Z;}&JM&97jDjkaxkj6)GbiABG;fAuK
zFL_UQsb=q;gZGcozL`d7v~3%YtDP3`^*4~OLR-$aA)U0Dxyn$v%yC3PEm$)^M5+Mq
zU-tW{jg_qfCWXzemR8=T6hEGbppQrar<2p47G6K6oVPnUEMNbe*J^q0^Y+}5h-D_A
z<)F<}RL{;-b!ig5@C<v*mEu9Yyo5i%bHuZsxXN68uj7*USq^g?0GH8h3L@#c^hs%6
zX}7J4#^BGhLWN|2i68xY8y-$hy6)(;g@SEnd%k!0Y>SlI#n(EoKu_zDXW6*%7xAd9
z<_n)LAN<MhT~vebnWNPFB})r5{qfZSZ!0j84?H{OdV|dTaeQ)EFSTwIAs2GIy77Cs
zDRnyg+mXekOO<o=-En)frS5JIN@A{YI<-IuCkTgGiN5bQM1)lsG1O|a{`df|{J`-8
z!%>Ujs7U8{K_2yeon$Z`PRFT<_r<}MFpmJ_n6~DOFcs29G$A$Knwsjv77Ace7)dUe
z5Y*ZpnBvr;aA+~6)VRf0WUGb@`~YYypFI4zDi-R81K;>(oGMpS3Fe#87lBM6bEB{f
zaqZ%Zi>!YZSr1ZKm*5a|oO7Rxybi*OlOn!Bz?V;(zTM(iIsRjUGdgxc6QQF>ZVx_K
zz5tGR1cPgQtOF^CSZG&}k|w-bD5_O&W1V;K0hJ1iC-6{QX#lJ&SD@OScN9><6*lQi
z2;~8XT1FviK3dL>0`3v2cw;#`jYZ7i4g2$8dkP>6`~hyPB7SRJeeDB+F|0^&$}VUm
z*HLB+?&&T+Hx=AALV|W@`TYBuTlo>X8;n_W;poPU^+^sheP8|36?hG+AvBCv?ZbS#
zB%4LRx#>=n*!M!zmoezk7izzN<GK;R=PDk0L>!;Av1WwdI5<CCVd?tZq)C*1@$b8r
zc9#U{#mQxD%Nikf8~5nT{+!iWe``|7&&RA0ep3%^Yd@^pxD$tfe#1_i{MjwI=#xYy
zinLxAw*am5Z~qxPA}1f&N!u7!PYv4GrGMQW_u{%;Y9Ayqdv;Gb*)}v=HmGbQsC3N#
zt9kI4zTNh@H;47<dT}iaRhp&8uxIhXb?0GE!>hicDHd?a?Njr|3y=hpR}AlB)qpxI
zpl^tvzw3%Hym0_Lc7bI&6Rf=G?2~|&U0byAe&Cs;1K9D}u_GHTp}UEqmFov%?IkSY
z&u)b1o^Jy%8*4|5AA-euBY9Y)&!ceQ`Okd8SfkYMr#wZdT*hCD_HBcwXSC|6x49?1
zEzq0oTrqXznWEDYjTaINE)Pf|m;+pl^?R^o0C<XP{{<s<VZ`lEPThH9zKTHiRdi`2
zSgFUGB$B9p^C)vu`zWj8*z_T=1~80t8tlKkx7%28^c{x%y(n5`U|@k>luo_cln}7$
z;4_TfIr63=55E|D`>;;H$!`*s(^6Z82Y5Z@=3bv}Ae^4fY{Oq#1hSOwI4^m|IO*|(
zuaZz0Z5BRl6Ux;jz3yvQs}L5QMW(pFo~6=@--v$jb2g9va^}o+V~)16p%E!Jzswqv
zOt>VnpYJutn>fC?bN$`NO(}SzQ{-Kd536L)$|0dtq2MPE%5Qe<|Dp^1FVyE4sr7Tc
zJ<U>>FkH3y*-=#%b2iOCzYHL4iU6=xOa;qa<2pWGaWUh2yUgR*hcmQ&Kx~M72>^St
zp%>?gDXc?4!N8(0&|^GA%*{wNHoAEv)me1TlGl6t0t~$X=iSs?nCO@vL&g9nJLDM2
z7|RKutklmwsS`CexR0UE0PV*1I^7jCl^Q_sa`XI$C%c@*13F&HA&@pXCGcKBkEc9~
zd``wtvdpzXR&8?^^&j?jniCpUe`4nZ7D%SCa+X)=k++|9+<p-Uz?%XG&@<d@74a_z
zbyCcIK7pKu5AWCufP!+lk5C)<__MjeeShPqne(o5Fz%`KhL3t)ClAR@@?BK!<6}=W
zb~_|Dx%dp`GnWgMeCiUTc{e2`opyrE%f00_8xMH15-aBS&@kffO61Mro|5E7%8H8C
z%X;9gtu7wYCYQsS3FT0bFOj{Pm*#-)(amcyR4QgtGsNlq%Zh3O=&AXSEZpqO^z3v5
zXUCPttZ4e5M3S>1dXdH~HQ|ATM6to%$C71Uw^_TCx%4&K*FU?pB4<=04qIOg2d$;6
zuxHl|{Rx`dvzD`R3%CbV$Xrc!%!<_S`myc)`!%S&ohjAZyw4M{VZk5J1F$C`w4cev
z5aPUrx&@Euds~sWs8>(at+^N=8HR`w`tEAdqR5oIs0CdyAREpfqZ$Xi1grU$)bFj%
z*S9(zu9bIU)yqs|i$)XK@0p74!flq8ZLTlfdqE|SCH-u#$^#huN8}h%pb<Ep8fCFU
zWf~A*y|@*TyP^S=$At634^x$oSKUrEsAZh_fKI_;HrFW1gciW)CZhWw!SXKw{kvHh
zLjY&{5VQi1TfaWaj7sgeli7dgRsVBMwaN+YN-J#{tNUzT%*ROA!x%OtzdLuy|CKHM
zLPGu^QxJdy3jkD7DM<r9zXcfrx{Ul>6>I}kW$3twF-%eetb)Zy05|xlY)0dR7p(-m
z^1Nb_RFu6JKrX>d{{1}*Z~#%y1k}CCXsIGJ6<qFTYi3F@vGo4ZdZJrlXF^IIrJJGN
zrfK&LFcaA%TEWFilhb7dh2Ot=^PEvumZCjM0!Bsq&#v_H<_}@g`>+1o`)m6Ck8Rqd
zW45eS>a|!Z;}6o-w&cH^YV*9tw&7bZ1^p==jMnqLo#bO;1(=D%@)}YXJ#A=PE`+?4
z1rm_kLiXzU4;RQY@F#K7JMczXdSikrh^o<6!i1W&{RUaI!j==O_5pvw$`DKY%}g{E
zmny=S_wLD`G><wvX|qAOzwJ^BVQj*Kf;gU!4f3TW(uI70@Bj5s8j~j`l{pgbv_Nt5
zC~5(G-&9FA3WC?T>95AGpD0o}cB>azBrypDAr&gTLk_-0ksCR?D7Heg1U_7~rx7sA
zpMdYIsFCfLfr&WOqv<i^%r1!N1c-RKWvhP8=bMoM4~IH&V18H$A3(ZaZNJX?<i?{|
z1(uO&8X0Wch40XzZ%YEYf`uRO5FS7QCk~*=0UZ;dD`<29sY^@kn2+tzIe5E@yKne$
zD4}E7@S_ib0wDTR{AxFJ<PMNC1`)Ae!N7*~9B3++Zf31);(Y#auhyu`4r_=?$Uy~<
zj6Ug_4IXs}YpU4_);P$N3v0X;P=v@6vK>zS<}c94MP=gob)tZo{cY5L3eERBqi=QN
zLaB^|Ts=d+dOS8@5@N3*%X(C2b1#<5K6VwV{lx`wfAp)cgyN6q*FP>-6jMWfT9Ke7
z<3eAMFp`t;{4?`kuT^ca{H4aqD$uDzss)pVki{d0)Z_X+jA0B6#pc&it<CxM>Y4Hp
zsePqSGPDE>ucBjc;Nl5h0gW3ACZbVR2!>R1-k1r5NuIr^e|JnSVhU@r@kX5-#_}BM
z_d3`$DzLuXlxNH2W!T6ohs0{6g&a%>o?uBU@P+dF2pQE@M4iD)4!tC}u0H3WK}N6P
zhn~K7V%;{vz1HGAwxa!xl49}}_k$ZNH#E%;dbXBKr(O-q3b=XpNp6Tq$$CiL9<`I*
zP>~sP@F{HoO@Ul^(*IL7sH+>Zp;3lf(oXgDo2S1AUTE&%^`&k?XWiuKC{r)eYActx
zi0;D{R0Y(GUxW{#3C=+KYKxM8gzWJ7bjG*&frZZWVJ=658kF27f&2n?ciJK0P7BiO
zAKP=eBj#xJ&E<)~rO?x?97%r^<q3^GnIjiR{#Cm*^4~tpm-@M-+JbxnT!#R((g3`{
zBdJHEAdb(1fTcTG$XG=+BJvRPpxu~&Rc?j;qd`8aCYF4>0#HXd=e)D0B&__7zk^V+
z^H(S8XWwa*=cQDM8vD2PpEcWWT|TKNRsqDwv`Yuc6R!nqe9~u{U86t9x(cFm5)Na1
z7SDE8;(jJ%x@V;J%%HY8`w>cEZITs49J+gsF%4X{^K1w3Ip*db!ri3?M*T_g0;_<H
zC%#>QldEQbsC5>6irEKDDOC697y}UL^zi5EDazrnHgccVA?m0~;28tt%vHcYNTawT
z)XtDGF)<htnnH*s#K{ZbWF!*MO5!IAO?_u}R-ZXUodj+<^$>iXFg^5YVWD1w6HuoE
z?G4^ywrAH%QodNQgh_2Belgqsc|U85S1WaE)+24E;kshdbs@hQ3H`mmo$3r-nWxiX
z#L?+XP7-m^)a5r}^I0`b0b?LYBncg2cmf%oBX+KON&XVYLi8m`i(C$jxVNs1$UN(5
z#*N~m&m4h-4h~HDUoMd&^z-TL6-m&mb<|F#V+N{%hDhRfGmIdD2-;SZ(P}_iu4g-N
zmoHzW3@`KGrHq~=$HNbfB3M$@Ke$mV{pNS<dUhEWKxfyd0S;4X+SxotP4pmR7=2Rl
z@!E&%3-D~V-(@c`&7PST6=CN&d_sh$du>Gfb1adw;S^=$NJOq9FU$IF6P6F%kd8kH
z%N<69z{M%YLB}fs{_XyN{rTQVp^w}^lY_!RIALRXlP`$t^*Fe6z2V2W!Kclwt<<*s
zxda0MwccwUqV6u(j*OAUM}Kdg=rh{bl{!9PIV6pVRK<Z`07M9M>m!1%yr%jB*gd%D
z7OxpI)$>$m8MSwItlwbT!iA|G3cRpeq-2Lu{!c0_M8|YAJzf|KFarlkG<<}*;(4l$
z1WVD%A8PjkJN0vn?~7Xo;@7V0YG|3Pz#*h)JXyRd`CWZBEnPBe3N78}j|G^It~~eu
z4(V7wDi9;h3tR@yA~jzKwU(3EkmlW+Px26%_~?>#vR@964l_S>zeeLs;XCET=yyHM
zzK75_RULQoyDIqG)+M66cny(5=nv|2z;#XF>3Bnj*YE(pN3w>JL;#M{b(g~qW9Ql$
zVT@mda8FhGT5=i)Z!GU%eXFMh`tYXg!>XExPXktu0#<3RF=?}xq<#3pv*mKF2Xk>^
z!MlMtHAekT442Nj@jX-ad*=4tto_#Nc>QPIKz=uBMPs}xZO?No+vxe_w`oe1D(IZA
zmDM!(vXrW8SGOyx_)o*|$Fu)B_Xd-YnV+#_6DkJLyX~*vW_&KGVvLAfp;>^#BINy6
zt{p=4-=GlK_TS5i8Ko!g(x|%cN`9Ws$MG4d+t<g$PFv&0nr@QKcKuMaoSI&He{VV9
zS~v2|cqLwg=>tGig92TljQ*C)P_y*uZI93FAClfpjZOD|R=kw-henJ%_&MfzS?#tG
z|F}!yXyfO=A53Xdzu@J^JJS}c*uWPL6;W8fK;m_c{i>Dhb-%Ur_etr8V=Vb=>-SHL
z+C8$#EtTnn=MSZ3c_HN0wh<k|C}Vm^zOS8@Thz_pibv3DJebMhRA3|Pp=WX>!WJDM
zhOD<>-8>AVr$e=b3$^$<F}wH>Kp9|5zZJ4wV<N^|4z-fC01k9c5DBs5VZl5}duWeY
zV7Ukz4_CHW(W~apnmq?oMhH()i%-#sPpzuw3+UU(2kt3IJlylLr%ROR58L6+S~*P|
zvC3*z-8*`!@aIshf#1@y&~eehJ^%xMS6O#mX`(*o^0yz7T%P*&?xiVs09r2=q>vcX
z<zz_l*f)JQIFp(ggX@^L|IJ;AC1XqqV(xMtn8RzR@<?+SRzPChBq?LzN_bufX~i~-
zm~=BE%$bGxQP;e3`XASC4o_CgGoeq5>xN`5lj*tY&Mw%_y8!GJRG4ebaRI)->pxde
zZM1Ki-Ym*0-WF*d{AG53D9h~~T~|^VXfJ9$4&~bh6(>41wrk@+{vYlScyn(tmy`u7
z+`d2QDF60^LW*VqZ250OyF7q~w?E9+$5-n&-V!1%d<Y*CI!_pE!bdy)W<dUz`Z?!p
zlt_h-hAzUxsfaCPgw`A^G-7K$5{0E&`-mVe4X(lGxX`|1-u7bwX;t+ydvv(g6DC|V
z36#4}+I+z=pDQ!0P4e6U=!g7%rh%|CWoo%b(g9*3F2MtnIwGDDd<kf(wp>3}Fa06N
zf5L2Iv9u+93o^gS1mLI3a69<1!WDcj5#@`4r@UVXYqw1y{32~jCIadv>^I2skxm!o
zeFD0`$q7bz2U(tfFs9TbHJIE5UAP3ge<qL!afCE=reu4Y`JX7w!rpi9%pU%h9Un;y
zI{P}IJvbm0(ddWoEWQ~uXy5n@f4r_erjn6)*?lLp$!(*q*t5RUPp;X8w`wT+jd#5M
zcL33&&;3V`?_6~O{Nc`@Pln}1OW?N^PM|*$;|dapmG}SEf4cw8J;ihD;rlxopDaEV
zr+TDBAt0KCI_5lPX*8>=-N<gyf=a!5P8`Oj4S9<JXfWZ>{|#T7f<?sb8|ZE58M-cF
zstL61B!8U#V;?pC@4Wy(@?va*PX5C4VC0dkf6iM|<5i$$04(#+nHTw#7a5O$u{nW3
z@n{P205mHl3q%$1<S%6vgqXs<--{e6DtxPVqYJsBzDB|Ch#<nE@MO`dF`!ctadP3C
zqT<RjO3LiK(wZ6hK`TJ0fgiB@h+<KQMV2r86@u1Z@1<^-iVzV=x_+zh{2JXqKU~o&
zTC5s4%!L1a&O_)c9H$?r9z!~x7CkwyoNX@xc8P_ui4#*wQ#k0+DeHWsAZ9=|CZSfh
zZfk=+v{@pO;G+#4ieFo9uhvw&ypVSRrRKUD{#B=@+$N<Te@kx!iz^_^yiqe~)q#Iv
zhIO#j=KI^`fo_>RDrYHFe0dYW?^3Dc_DM9TNe(W7h?IP!&Jwr!$t9tMga*QZUerWH
zMhR;Jcq}W`AqegJs0uS%k{QyMxpXmsstf3W7$dbeZ*u>mC((+OB42Syc|_aE71ai<
zBbgj9dBzjT=Cq?)0}<CG13>zuAT`#vW}XsE(qI)*J{oDj3lL4V2)>0XUlTMv!aR=V
zmXVs8Y@xXouH(801|SiGHmW55e%h?fJ5L2;9D}h?CqfFqp?i%I1`)x(o8Oi8J9u^5
zx=Sie+0dS|bR+%EGxyX9i+BP)diFT><Ep-P-#zW^(m%C|54g@c(N-ICnZP@c67}Z{
zwty+l4&$F*I+a)B62?mZ3GmE6DmfS^>%7y%?n(4u42Xw(<&TUac^|b5m-`&beediq
zgw~+--Imt9Q!k_A$3XAb0W@h39N30T@Sm%xnFkS^>rPI6`%0a!qv7v;rj3K{8V9k-
z&T_f`@Bs+8!AkBCGNVUcpY}U;T1w7&MrMH26#Nr7+wdfM|CfDOSNd3*(Zv>W=gS>W
z(aEBId(pvnVtN_f_k3MDCjXvj6i*TO1B@Cg#h5u+Nz_wFF+=$j4U|BUaDa?+sirYs
z(l=%;bYyHKv*3MRV@48aq%w@a(<mz1_?{QWTOJ7`CB3h0CdG2QTi_bCE}xEwJ83b0
zKSH*bTpiX{Y*AW$O~4bpxx#fP<g+0f5#umfXqj>1@y1Z21GxDlKF30P4GZ(*fsT?D
zxQ>1g1~BdG^AyU670zlZi@KNDjFqIFs%r~?PV#=4U5VZpjkHlJN~Lu#WX>A-l0NCO
z!dF2Zmid>vtg@?E+hw%YDpA?tHZ?+1Z^q1K$?NW6xW!cdjb|daA1EN77D{{82#1x*
zuRnU>_w!cJNAWW&1>t>H^VW>1rK4*PS=hxSWi1^Z7he>Wu6cy*c5&6fgT~atYCfLo
zg`H@7o0BNm$-H&E_14}?@+XOhy1kcZ!-(B;yoT*)&A`;)500iCpC)hj2IOCg^qJSi
z5jt9G1oS&32_C!K+x@+y$j1VP4u1CQ@QE{alCukWj3BD=N@q)0=afx2e5(h90^-s>
z3p1**9Cv;6yd%d>I1WAt*we4mFaLWXf+Cte7H&8|@PE?D1T1<d_+#NsAe{3oSA^Bm
zMu(@;`1bc#m$H|RdG<l!4L2@MCnm<bIvuz<!Xmtmd!9e@oIS+~FTyRd@a<z;L(5Ek
z!%V)_<&Acgjdw^Zo2;r;K71!7VoA<14p@}@@br(rbMk+TWsMzXGSltfr@f-*xc=Eh
zM9W3j)y!WfIM_)i&QTf*MXL}93tL#U6p;)*!UIS0ZrsGSJ2nRALL1K!>S{P13XnLt
z=XJD}>zGFNA(S5<rRk)qI-z(7ZD@n~uQl+&P+y2-riLfLBB>KeLQ%m%x_JM`vo4!m
z!*+180`U+fAI#X7(}m1EZzl@kTE~|~1F~j_FK1hkPSnueWtAs}O*cs^mjA2{U^2k(
zj^YOwgF*@hmDks^S&5QZGF7@}B(Z#6aR4hQ<Jq3Xm4*VOfBPdTZVDC^YLO{wsmUbK
zF#eLsB=-o9jZkyftJ;Xe{WU%!tIFyAup4o^yO3zteCQ}tcC|jaP4qh$MmaPR&S=I7
zfrMrFfc+I==B>|Q#BqNHv{}J#vH#DoRC<zfmi@C^^}b=QcpKtSM$*9BPoIjvh}x<-
z8-+d>QK_&g(I%+z_a_t(pfM=yL3-%ri=Q}kDI_|%xg{L|i$JRr5zbEK5F7@OW7Mhe
zFu{0o5D}(_!$`*p+ljm|?%^GMDO_q&WE$uHB-K#xubw7*g|P%BK@E6VoAA1xgCpVm
z?1ij_Fn31vx8gP;iTS{)o1IRbT%D4U9HR=1`;h{0d2-S_z|2g_C!m)4YC&gnQO8{;
z=GHBBW@Zs+vWcdq7~e;8PT~SNcM8f_o7zgNgiq~0;-1+p9gY_cuox6<tG=2>PbKb`
zA1{@8qs}YDE4&^-O|YL52NLMvfoNvi+$SMwk9}z+&A)ZmwpNNb^n8)!`Cg_!%Mr#)
zpGVNqX@>$0=OjVCVM%(r29<Rp7|WU3CSf(6b*Mk<aCxw50)P``OBPNeS2Wu1a?txj
z&V3tyZjy(pyfX}{$=rRcI6oZ$8X1qMD7!L2U9O@}lPMKR!s<M3RIO<22UI^}t#gK7
za4ujf7Nxqpf1S4ag?Stg98Ul(ACYkGa%}s@j^bUu;pFuHGO_JbobQm0RynAE1X+}P
z{qfrIU(Y2X))hEEI)Qa7L%Y=4?(I+B<DKHS@Js$VA?-62Gjn&QXOtYq<xR|uaG3X}
zQCn+v3vdsQr(0j1vWq2tI-EIu8I|3;)cT$}?AfmWgCly=%e!G`o8JiWvl^D6802Qv
zvoTL%rQ31f*~HbigZ|S$+MoWEhF%7~^==rssPo-;;fHm<OFVirmwqr?R&8JQ*1L@V
z6U(2(!FJCa?r#z7R!v;Scj+Mu@LDxO?$Ry^j2FhuTOqHNeDyLrl5UUKlGcVsEr^y@
zFW)D8d<_=SB)q`4mm%OAqQH^Q-O@gw+ua<DB%ogmI{C$s88*R*ElZNzA9rpv%{13@
zbEWGENSIc}I{8Pa;+%sBAW69*Gnb!pHFfn>Uw2e6BA$B{FZKTnFJro%HKj6**xI9>
z1bg-V{L!1uwig&_y5eUu7xMR^kn+Gv_G{n#nRD>q;hjsurGqV2o<mZjc0O5bf?e5i
zXb*(k=|{rW!9sWv1o?zoIn&c1A&@lnf*l`q-9tOQxxH}`316aQ>E%Yl$k<u4ES4QX
zwsMd@>|N@}&bRk@2R^y@9M`hkXRTaE%hs>#Y@k#}F)@&|!nl{u%XOQ8o+*eEt+&hH
z3lhH4_V}K6P<LH<kK&X)0!0M(B7JM2^?NJ8`0#jzObZbKyk9p6&;*KKDg<E0#z;cQ
z51~r`Mj$d?SlA)dlTaZRQPG0rT-;<KFcMmCBSvo{CSy@?i<j=_Z%_-vc$zIDEMy2z
zvqW52zfODM1M~)WF7O;CojVkI0RI;)L?%rGfYukoO8WSgm$eYpM`FR}szNAbqUzRo
z-H#9UWVtkt>qxsK%DKd!UjAXh)1!T(u2m<OG<Xj^1(67mpj&jJG$K^M^fq8)E-ZeB
z_<jO(d#Qe+Ol5GuGg824&U*m(M}sw;>XK8%$|@~^&QFS`&O?3C4KzxU5p76mi*L=Z
zP)<%%p@N&G+UH<bZWZj=C8A~DI5LNYz75Jr3NRu(*jf*vP2rA?+=J<ZXRBnyg~2nL
zl}k19yKy<FcPLeV<8pa^Gcm?OkLp+v_x_H;w6w8$p6#B^Nipr)k2CLt5!+TT-3I2Z
zk$zA8PC9Wr=6xII-_Q?Ey!8ufsyhExjM#;#10xr$=j)aupucB=%slGeTPFc#*cA-T
z;|9#-Qx^4O{Nr*W)%Tuwf3%xMjF0uzM5>PHp`(l~^+(KIn1Hc^Vin#i@K-P6t4&^!
zc?o;<d%>Sg3WA-CEYs{P)6DSkY#11?VQCVjAW$qM!6qYhaWgVR2mV_R-YY}<(4@Wv
zc=ncqh>;M@3mrOg+XBUe$lD0Ksu#SRVh!B_-5{3J5S{o%SYuGEy?UEQMmvU2524rY
zQ1l@o@g4Um+Tv!4$}_u%b|7s?1gV;E+#?d6$Z$x10&RaB?G4QswtNIB08MkJTyc!M
zLE5eiv~(haR~#dW?ceZZ?~xm(g*S>{O_;SI3w#OCZe%0{c{`F-^9?Fa2(O{k2K>pd
z>-E;E<@ol!bCwYz&xeXgV3(1^4D(ol4^gN`<AIN>4k5PEt^^SLU$ppYBZ_D=Up7fd
zd}@d3)5kSsuAuECDfq5ONk6Bd9mC)9j1cX%NTFnm`6$d432LE4D3G#}bvotMldA$x
zkav&-z3NDyBdhW&n{mk4R~llu)oUoeoj&TeFNB<gRzCougg8=Vw))ybX62H{ZriI*
z!j9g9!Gc>m9Dwice_B>tCJI~BES@yX9yDt&oS^jRM=^+m%F#4x1YEU6U0gP;Mf;|C
z$o199j~#5Bc#<_JGhdA3FJLfFat*M}C-sIGtw($I9YQ5~dM%vzO-5Ug{yaq3@*WXT
zqJUjz4?ij2!>{7rl`;=L35MmV1l89sJfdj_CMy!aP1z8%4F8%q?tL#O=@v@vZ+QFT
ziy06kh6)x}###DZdwM@9z{RD5(Fz#&(V^0#&wScwmB@^*Mcy_Z0HHAzryoA<reqxm
z$m>Mz6n#jlE#veqXU%1F0xfnT<>}+*yq}{;$Vu%Gp{=AY*W08x5ex7id&&N792eb4
zS~B9$lMk_Q613AIc-X#SlY3O>CROvJ2<a_A*L%M)k-ZVF^f2Pi>{0lq{neS4?Q@<l
zmQ@;3si=)<c1&*KK-qI!B-f)xmv0L5Hi7v(s8UhSiV<nk6s3$0^6#0DuecxRj-Cj)
zhccM0$v<>U$mhHJ=bNRfyjB(UR}K<;*r<MN0OAFS737gSTv1gG@-Z@`=;d7;dKvyD
zwne9<t&Kh3M#Ptqw}po!MwOYgwitF>R4Z4ouueBNzv+7agc@(YmV~>xzOC$Exx|D>
zSW0T%#)ybwfT(f0;cVe><Zqi4=0cGBkC83Ow=c0!y($xTi@YBd6fku<tOk&97fF{k
z(fOgO_rh9a(?a(}E*XRANs;E)7-dnjGMkCd%qQ-eS2hQchDt@RX*U6xzmn%?rj9cO
zHLszk(MWRPFT(->gF>Nx*TUZqKM!yWGe5Z&AF`=UEt5ulGc8_5O{~LOOu$;ZFQKdC
z&}fu7>zkOuv~g$?6$JCLuhcvp6#S@+P=4*s+jJW-$=Ww$N4`z<D|V&_lXs2(Og_(l
zn%J=pLL>0)qqSQ`Keiqp-<tacsN5L3qp@J1BnHjW(k`w#)q%D31rE7Z!tVR423fFw
z3&qm5z;;P24?9{74-c(%3xf}yA<>Wofp`w0FT)i)5(VH$XtX05eOH7=mIe)BQ3p}D
zP2hHod`ij(apE={yg@pRdHv`TyG-@@h^z%V5C4FB`~a9mzHdM9vCD#wah654T2-O0
zDH;TF<1p|sfWG5F44gd(d~keH@rQ-uqtR{7<Z*3ouGkft?VqxJKS%Q}zY^QWzO43q
zIhlNU(ouP``s(C_ehAyw;k*Fn9<&k$N{0Ui{P-MDU+UM`^rh@;k;p&0{3Pt-uo%-5
zv@s($8xtoxv#<OwDdBf4u#IIfK6)P9lt6cW@i80^3r4Jv9YQfMG%lV+3xOwzSWx19
zWYWpwru%2QFFgf15gKw7hnt%V&mp@&N{ev7suvlTNe_@oC`34^$e%kz+r|5@1<qL%
zui$kG+-j@?M+W`3>^xid=jWT>?>M_I-gyDmI@x<b4wU1TlQ(ysqO0EG;G4vS<s;BU
zDG3v{S-bfykqisfG+by6dGNz-@au<u5H6p10uUw0?03*sFlgXyjzA$I3Fx3;Lzg<s
z$}hT?Ya+pvuy~&p3oZQccT3{g@avHQmRODXk$d=>rw2mY7f2x^Vpm%%%JC9ApX_*b
zHat$)#S0;Gnoq}{TB78`RvT`@pM|ZpfB!7itPrr-U-7ie(n!V84y9Cc?CW*9hTRyQ
zLl5tA=_g*h{+6lzoMP6Hpr(rhJBy~HKmeR1X9MQA(7_UXNfnMKS3-f1s=)q~mevKB
z)K}oH^pbduTL@U*6X$p8oZsHuMG$jg8;t5%21RdQR=ecg<u`jlj`(+c<h?>K0&l-f
zAu9!*Ow$Pg?5&}TDJV4H0ToD%)pgBtv5tdCAfjS_5z(t~(tH8#C0JZLJp*t%;2k0*
zJ;w;Iz<DVY=^<(1B;<fTG9iN{tB3@`5VUBx3)MMHyBiZ+!S5iRn67i3|F33>)qDO|
z{4aj>@cO;fdBvMn@Ul=cN>}&26|GF<d9+m~PpYe)fHesc_OOTF`U#bds<3OlXuTWx
z-OO(?4vtwc)8%X+ybFDU@_mn7d3cRUz8}6*7-Dcpu?WvxgVwB8btBCHMnexv!g+Kt
z^KZB?-uLTI`q8oA8Ma_hEwq$8Vxw+iJfyh!=umYX6J3=2{7zZadNh+V{2P?)eCTXb
zhv)`D((>Y^Jp{1r-KDzB5%1WVZ{MUFfI`;<<<^DZ&W9ATs0l##s8_>*S%?_7t~FtN
z`A?OqdbwvPigu~T15?NkoP=QijmlCY-gvNB<>*KKgW^(e<|{b6H*mO&1h9-(^AL^u
zvCz9KfQM&Vj3)Gp-g6I8u9JY_d;R(nTwQlU2i}1tPprP3PJTN}p4oUhv%~ds_-5d|
zQq$y()1rs|4Xp=tp(}pp*w?&$uV?byGRUM%E*%7po5nJlEdm<TY8x4EH9^Y4m`#qv
ziw<ufV1$R$5rx7raJ^bGRdG@fBRSKVTWj(v9EP5dBDPt(9WTIju0o{<tsf^eg*M}V
z*wNf{r+`hA27RKRX%n=I7NVOWGCAs5grEo@B7%s{kDza!Bce+W8{T>bF<vNdz3^J~
z*DhqBX??^KRlx$NDI`>gvf$ys^}>$umn$SS^1f0p{+iSsnSR|2Gs9csK*Dj+2T;XK
zcpZoH`rglW&a<qU5Iy^~x}58wdb6$kN`uv~-(zFWMiZthlybqD*S^)!YB{I-%oGm3
z{c={898E(Wf6MowpWu0v8e(Pv{2gF|q__N4_`Z~rj#87RM6k(+%+P;(JtJf1_Su`x
zMHI}zmlT5Yjxgc=O`ABRef*z-{CwrpT&hZS6a5L#NZaSTbq%V%EKHktQetF!Q3)~n
z2rhEE<Yo;?o*r6md%oM4P9#GTxsgQ4oEs=#;M&}e1GA&ikYDf?ByP(s+}{*sK#29p
zZM`kMi@=i&-hR1GhSwmU7fRUY+QLvThQZguC@w=NLgI+?FM+%FvPPz)Y!5M~1zAS{
zN>Q&m8pTB$a6egvD^-ck98fNutLjY~uLS}>op7Av5*(HTYzMJ)kY8a(&^dl0DX+90
zEbb=)JbvCFXh+iDW{s-z?><>*6m5BlZg}y?gO)+ui_qcIgOva1k%=cufnrGSJ7~_K
zBRGkX3)eU@)%+NJ(b!cod<z+Q8<<ZTAKXY1*RpWQwRRbMc*RFXN}<-;+g(In&nqOE
zCwIH~`#0zO&pyw*4*woboh*Oe%WgPc*y+Fs4FWyIOQ-n5^#?aCDen%{o_@8w4Hx<P
zzE_x4zqhvQ)8s8(C!F-xmvD<plMY++17K$-jtE6iXyomiZA>%$u!tQf7?Bn8zejEV
zQGGmj2#A1udF`GWl~PpFp{gb<#si?a;3=pS3$c|N4}nEE;(_`+1IsWwG~~J;7nNU@
z?ty&|)vSo_Pj{z|lshE9$=aa8`f2F6fCv&Cx;rfkxTgZUi#F&oCq?Rq8<eD`5PuAb
z0cjTe?vs>oRkl_l&*=NtdgqwzTN4=8?q=zZFS9r>)gnB<9Y_-RzOzz|ab+NniiZDf
z*ZA9}L7Pgy`KOIG@69VHWvckSI6Wo+^kzca9GAw=AfTy#pVT_aI2&lUevfKBM;7S#
z1G=tY;yto|%M;#bFG;-M5PZ295kX1B1RJzQVrlL!;9K4!bpkR>yq}wC6bz(%ktxvQ
zg)}2vj->4Ha8?3n0sNU5ZTLS&R~67y+kn}q5wZ~iqOcK4NeW7DbVvyzNQ0nsqjWb&
zH_{*_B_JZ*DIlVxbm!<A+kd|QX4mK9oOkcjkpLC`x=I$CFT-9j3H%X%&7@}sO9$}_
zeYUW-jiR88IMs7~>!a~rt6jj7KTZ!t1IENV3~Jm5v#>m~<ajodm}UO+dF^_M7J>PX
z2@%~ar~oxhU>+8#hyWLcMRufvOCl0u$`WI?Csa`g2_A$J0TCh7dvmCgR6s95>4b=h
zWr);BVDEHGj5$L*C<h8r*92mwNEkLh9$3dX=tVxT<_OeKzLfuK<@}=+_6d%-Vj;XF
zwyjF?$2%dW^^13|rR%v06z~s##Jo!V?{}13QXb*;_03Jp5xysh>{aC7E{ky|Gb#vW
zM1h5(^^Tn9wVTd{PquTJfPZB%1OqR<>gL6Co8Ia??-sUQW$*r&JDVBrPj8K#kG<}4
z_+jnXv~Jb9YSpet8KDg6+9KkEn9}3DMICqkQeY;Y^)qw4?OHg#ir6L^czZqn_S(GX
zbX{p!&71o%2}f^st-4dvccj^8N_taJATLZ?(g5bSyavA>2M3{{SxlI2fNrd8tmJ8|
z{A}=wy!|_Hcteo$?&$}j`Uldsjzp49=}fWT>|z_F7#zKY7HWILOeC_leFf%lHh$<`
zLNc3$V?a3pSaG#8`?w1UC%1p!8hoXu-6~7YwY;ykKX-j(SXGhVka1=}z^E1E5O!gD
z&!Zd=%D=Pn4q~<41I=|915j2Lk5cOI6>xVnO7l7-M>ANkSk*!q%W6O{$O|_f3u6e&
z_!V>Jk$)+z0>Fy%fTtiVwRk8<9)be`%Aq=QVF|4XOemF(w0Wt?Av5`f2A|AK3j|>%
z?98dRUf<W3Z&shl*KxP{ldXTJ^m&D42qyU3^U7_lvgTy2I+Z_a#jo5e%%~_KLrAxQ
zhjJ?vP2Xji4_-!425M54J$$QRUYDt2@hUhZk2fXnIS)UzyDh;#ed)MY(}mRMJ3YQ$
z%I(Ha=?iOm%D)^j7!-`=Jb04H@GK{lKOsjXBSR=9MJPL4;*Dy?Pqpmf=UHRV9@8+;
zMo+}iy!(>;7G62<uXGe?tnKl&YRgS_aOU&Zlh4OwJa_3p-d2_0$MyZ%iuXR1t*L4s
zZTA)Y{uo-qK&t+ya8!r}gv0v`gE!~|Yxk7=yJK>i<#4CrU!%Ju!@j4)49@K>y7v>|
zRrtfX`*hglIpO|ihdsy#xgOD&?!Al64cz->NIw$evkc)jCk6p%lU5VJkBn>Z4Fr1S
z9hFCCClr~J-nSOLs_ifN6ri|>9+~*mNuB>?^uyZ(D4rH$Mo;{2cPm&ID`PQu`!8;u
z?Z!R>+&3{&i%t^%Y8<QQo_1o)e!6_H-#QptYE6-j=m@}&eZY2tQ|ZL7hyf=2-`uzP
zQ8e^p(+uF8>)kq2DON?$gef9$OYjF>P}1`|kmGYQ^vae0((pivKi(2(khtWMAP_B1
zpa6RrLr9QXqkNV17siQOS|3GvtZID6Uo*h~9eVLTuvlIvc|^QFUj7_@zr^?V5{8KR
zMPnq&_dGif;s7<W>1?KrkbH-Y_V-{XU%fr%!}cOYoFi_l^``EBWQJ1=AW?QdI~}SP
z!~6%%JTyJg$_M!ZZhqC9eSTJ;qvj2hmS`Nluh~;*6d|nY<JjCSS)*qBYZEj_4M6gD
z%g1#^HL^T^_E5)QwvU~Yk?%OXt?VAo;HFC>SP>`serNIB*zMdzvA_8BFQkUyZU43{
zGP~)z+ZxhxxizPqwwTj$dKMX79cSX<d%8DVOs%mQ>!9|a$uSpeK90?A!pS|qNw^NH
z{Yv`WxNRo>7fqU8@gKTjou+_4iX=(hEUQ5>LVkfRCjODobR@c<)$@f^3x|oH&=}wB
zm<9}nASb0^qzFTkz4j=TV0p<j$SFsAk0qKkK^`AWSw#~}D3`3ji$Di!a#Py$fQ7rD
zzf|Hy^f@U5aQMSW*k#}{oPf(ZS&NF3?g=JXm6lnS0LW7CM+(V3mV6AxN`pzMl)%!z
z5Y7SN1wDZYD|rxSr;tl05f(tfqonQCM?vrcQA;2U(48@0Ay+TPqJNjNI5uJ;-~|83
z2k{O1>zYGawI1<QpPo1&Pv(V$5}P_KlDe15lqs>a=&MD%T&f%_!Xkm~HJcix_Mlde
zpe`xP9ZpE3G>dYYl3<Zmrhmf2G!`5pX|Fzj<5wY}oadJ+L3NW*jO^pVb|ovI_(q8B
z+5JRjT)~sMar=?2pFg*ThaUjI^TG3kU;2r*+&}Bm*2RaEj|nr8s7v{ym%_sSh(S72
zYycYn4Yo#M1m1B48X)HPL5&f=JW=ku0xgA~pR{Jv-TX`={(*e3hqWrbi7LL~`qiKQ
zzB3W}o(=9G5+(&F+yvBvFh_MfjA_Xz6eTsEC4UJ@;^V;8h&1_H>>N#;CarIm(EACT
z*twry&F)1Py7EnJ8cSn)YeTCw9=CzA#g4Cgx=!BIY5XmLS8F)Jvlk4rf3!<Ddpn;F
zXC!E_f6-+OP7Avkqd5Px^#m^bfyvr7%i7^yg(E|i13gFeGrFmUyOToee}(9GZ9d-l
z)3?F(#@5n7QAgU*eNfZBxG>-0bCYLT!>Zo9v6+Lw=dFJ$Zds>@_nuuVI-Y<0cfi=b
zC|NrriY;}wtFU%!{)_$IbzWp~sob{y`h1D3yJNVhZA#!@^`Go&i%PywwK3M6+^`@*
zxj(CUq<!En_+_{j7@2HG90c6T&E@wIuxQ{mSOdN5X^vREUJxSr9T>!EAX;$u;a^N3
zkFo3*e5~hkz3n8pj<b=9YvwW58r=E>hgT6_6Pe9KMx1eC+ZOvzd84|u-vMs%t^*Tz
ziNqwJ@qOrkGmU`&9G=4H>=2Q^DljC{<`7JVQ~g~oc2rTK0Mh)*?l?}J2YwI*bgRgb
zUZCZxbSVi$6a06r2N#OnIX@)Yv<)lHbMX%EJ-+sy)EQ(FyM^bGN6G6bkiYHt2d@95
zW;<i}e3|(1yTcBd>AOu?R%4@87U1Ul^Vsp&`xv}b2#T^}ROCajX!pn!n}E<|D{o$e
zYcSKh?(EP!{7u7YcmIK??;Q(h{8ijiV$gDsK;9g_hm@v(j?3DE(ieEz)cu#_w7CIs
znj<g1V~ek~uj?ldytMazFW%A2U+pzK;f*0Reln7>Cvj5M{uY-m#b_%w<P8;gCiZv)
z6+V`tJM;T*x8>ajmK!oFRooLZ;r^!6TrJMu$vW1Jov;GTt1HgzKa2;*-|?+th%w;t
z+txK*Cx6|9+xGrrXuQudOQL_Lg6TXn7CK4T^@l7-4`ty$_=aGaPL2&1l;+$`$AbXe
zV^_pVo!|S0FVoZfQqufF)3B6dc;J(8Ml7^!(^q?x5*OZj%=h>9O&P9R@XUW{d(-Ev
zuI<`7)t~<4Z>*Os;{ro-+U!O#!?~7zD-9yLv1{ca{5bKBhw@Deo20RMU0Uhz^XUT~
zt0P*W8wi7M!EQ^TO$#e`E9-Czi%LruS!>sEtL#aOY>ZTRoo`T`PmrKb5V=&KwNxOd
z6lhQi6xoJ7Y7@eBnGCyL_~T&%52*()NQnQtD*G*j-?ju_L69Q5i9Uy@SJE(V=@GyL
z8mbXcorb*mi@dnTInHzna=d!`FNF8H$l<004Q(@SLFzkf6KUQ^ZHZ&+C-#F-B5F(v
zq5ezo4qT`ExTNI0_rg7hCz9}kS|~oWjd1MY;CM|NsC{&Bd8+b^34`yfcLu@+B4BG7
zbHr_Ji1+gs+j-I<&$~jOYzBFW?=60XQM$rAjm`lLsp>QL05Tpzp6J<`01fn$BFA-{
zoGVUI&Qrr;`J^;h<GyrWftXCFb#>rvagG6e$oPKf#u4-c({%|-zy?l?J7p^+e*Tqa
zY0&_@4YSRu3JPPqy#6iD$Fv>LO+Lrm=F`j5tDg;T8aGp=8Z?Y|?upGz*J{0bmZU9_
zlldm@iC#k_N?eboRyIn{if2f#LU6P^7OvHQr_}uBr9f+Wx<g9a^WsCz?YWmfXj4Yz
zCcjJybGm<22@3)mVagaNA(3BIScot4Wmw9RpI4+*VPsXwE|ER`R42f-f$e?CqcaAr
z(yQQy;`pKe2|%w(03g5tVaLUHUm|1H-<t2q8$YsSQurA5;!S4ofP?D&L1n@jk$c+N
z7+E4c4S)cVAgZ|+;y)gbA#1A9qcTE7jeMjC$B?nXBVgW$p$M7H@KZ<toT4OzQT-$2
znVez?SuasOP4c7U04>5qnu0YeXRTzB1P*4EAafW*zCe>i1(ug6w_}m;NdC+7q#pXB
zS|a5K2$=Os`b!P0bQ;U#8!X{9vgd8Y>eo+EKdJiPDr;sWrmIHgD5Wv~daERKk4iX!
z%cwv#jYE(Pg0u)+i?Tym(L@=BvS^eI=yD3+z_;+1z4|(luXIQ!%7)x_1hdN@ghJ$+
z)L-Q%z1k_(@p|nZ)AH!m3%ZIgaoWOcrCC(MKL=-1U;1V-e|{o4`YB~RD`_6^)##Cu
z%X*gK_pO26OrX>!Ow}ji1qKtd$VDkT$W>)(<lPTsj6iCgdJY7*@Rj0gmKu}v>d~yS
z0l>@9GQj`(lR7NoabggNA3u@22OQ+=jpqewL3AvGHmUal<Dm)&I9^72rPJ^ziU2Gc
zF7xO-NH_s;5*W)-a7EYgbR^KGgAjnLQKGo;KdCBCfqK@wCUzWQ8YNsGSBqcA?}Gl)
z;vw<=1rDh(4XAIa#ciwn`Nm$RPet?DL$r_}qC+z?BJX!%k)4`W;1&Ln|9JiVdd7P{
zMgdHAy0JH%^XYq=AqqhiPMY{QhN_Y<5+ywy-3jjE*U1pj&2lYbcKkztk-fJJ|IcD0
z`5#$KZ}a`FHQ*h-4`?_9=0#W02^)Nhs?QYl9cBy;W4<lk2g>C@TVNtR1ZK$!zkHc2
z;6YecpljX_Gg~6xr}L*}4V0%D4cmQAzc-&w)3CrAAABMV$w0s&wD2@*MI#|Sg=NMn
z(ssenZnh(T`dvSf+1n1#GF|qC0{scGY8zl8)lK&ASR<p}s$v`nPrWIuyvT3JLO~yh
zkH8-_=cu~_^1CA~k7M41+Ew_yE~M(I#Do1GPbRQU#aBrSKcM2=`7wS4QioRVPm4@P
z@WBajkPy}<qi<3FIoGbK{z#I*!t<Z@bBVi=)|go73<sd_U|mJYLfj9>Gn2KFWF{Wd
zJsXrG2#hGd%L0Bu%^1kj0fj{|M|>e5kronW{lUNiAz&VtD|i)Eo+LjtNZ{^LvSS(K
z)s!dAO8_DR9l-Ep@CePoq~LQoR!4jSnF>302!WzB|6_tnq$U}pVOF*HMV2sEvi?l5
zmK&GlKB;w<;lv|4R~y|3@#I8`lp^hi+gi_mBJK>}hrry+LX1?*O0@8Hv=lx_S5T!(
z+ekO+Pgf+I?ydz3l;`Vx6jm4ilvnq#Z#v1Gk<+=b?C6a($(yi{qtl+qk)pvbYulfa
z@3G2CKc@Z6clTXY@;V;4);Poe%a0{F`(I^5C`OerVOB!t1%fr%nWhb`0Jyp^P0klS
zk=MEY1-v*pd!{Wn-{q^%iBJRXs&Bd`hvhddjYk!osm<Mt(0wZ`s+-Sv)WDd>1ry8&
zwBNxwaOk(a=U#)?F3wvs^BqYuQh#yzW8Jvrv+J#_H`I%tK3yN2?m;(cVSe8SGLeRc
zn5z{^_4Ekm9N>Vag}vMG6O+97&AD>r<Z^w8kdZ=QoXmHs`%6Sl!X2mj<NZa%uFqa5
zH3y84HEUPAUxUB0bJVq4teS2!Y4B})i`yu@{rO|{ENr#+$LjVE-<wi<*FRqVy)GXt
zw+@b%Zr3}*xn<*CJ)WybEwSw$dljC`XJ8VrNciA5asP^PE-7@m^7U?OWFX%IU-;{h
z60f;5@yx!RikqRR`yT-?MSprtAF9O*i|k@yB>{LIIQ<&X34+02#KGbsGLd;Wd_75E
zT~4;mALNVD2g{g}h7n`%XhQDefD+u-bdW@U5G6grV>1&Cy*w9d3D7WZ?e`(26Oe)$
zqj!JFwxJVt6N&d-+X&jxeHX^<SBvkYQZ+x^l_m4I0T}XV6x#Q)dB|Sia%PZevg*G7
zVurEQ{P|+jNyP|!X=S;yx5HBqlaP%Z#C2ZaJLa}y^b_VbO|Vd!z0L|oy->*mhn4^V
zbWnrul9>17!?tW-!>9QO3cc!h(o(T>r@H0m#cx)EyMD;^W^K|41I*j8(nwtJ&G}6A
zNk3hwHHh+g{N?lm_*z$%)y4GYm}YgS<<gNj8Y)c~M*(<~cxIzGW@vOBtQm6H8ru0O
zS}L6|rkS_iheKoM)VNO)CvjI~IK8&hxU)DvG3WI|cH}j-Cw!5q9dkb2TODWQ(cp|-
zziy)AF3I6}FqdQOEAqo>>Zxy`|C-CY#oEu`t}?|Gm9I?IjTLRYWbI^{^mRG3ExK`s
zg#?jilmg+he?ZcLNPmGiJ~ZKRARWodQ32-i7uH8Qubp26<s+g*#qgL6nxGiM5s`-v
z44el-Qpga5tTGQHwVo5|3;83!z#_Y5G$9~kP|{N^Js{x9(BugpA#?I`x<-~-{)#{a
z01NIiyt2-ake3XA5p@6wBanH(1|trdza)NvN*)*lR*xv2(8AP#Q=S-<A|``3jn5@P
zT0|Q6GF;JyrJz26!^k38ii_(Jm)KJ-F<yNbA1sI}q)RRzqRN!mvtm)p_L@aGLFvT+
zQYp}1i6)SYAVDv6B+8Pxlo2p?SW^X|l#1^O${`}yGOR$%4=L$g9)V>`T#liD;LiDt
z_hB2eaQ?6O$>bb66%B`<a@bD0ku6|#3F(@L@UG$L*D|k9-IyIZ-dn$lCGA4Kq*X&;
zGzE>c#SDglXyaAB%e^GNa)GOY;@B=IyI7|B`%Dzf!@0a}-A#A*p6gswPV7mm5#3EQ
zAN1TuWYW8L!u!wc#gWsZaD3(AwGyu6U<ALD$<9PAc0Tj#Vh&U5lPB*#&<=!0-nddj
zH`w8$8V<YxC*3rFi5iW+4F8;4ISTj;kGJ+J3SFzGHrp1`{ax*re;$Q4vePc)82b47
zV0-)aeiv%T#i`p@tJznnE|@U1OCDaD&z=u{UuV7PAhca9>pb|lP?b^@8~W{A*#@nm
zZ(YNWvi5>shFXjInp0L^DxdwG+7NnmUrnd)+tB=Ic~IL9)pMhDt2h6?4A#&8^_-vg
zu6l=d!J+%{&ozh{pAq#roX0I5WVI}cH(BR+OiI=Mk@#kWy#79fEgCtmce-r)b<FYx
zt)qh5{hl*5TcsQI?f)@@J3!1JH|!;nqH3OkYcYr>CgAISz{EaET}j#wL@14dxP{<d
zcD8Q`M68)eJmgu1*J!Hm%o=9lBAm!Hk(L{)CijD0CYW=N)6mG6zSWwHGMH|VZLBLS
z&MGFn{$QJ+z)`e_9p!O>v`2kM*ot2Kwr4#Mmwgd#G>06&3Jjv1r|_mYFvflTPC-r1
zf+bs7+nTO@i~Z;9@Vki?JEy1;rMjO;MTllWqM<Z_0X6urW#TCMD7<CjPlJ%5PCf8~
z&Lk*ri5XtM3%1M8t+<r!Z(`H_{eh>BiU90;mfft9_TeA+yjFFr<=2=1kzu&sTGNn&
zc-@rXXtu?B`hU=Y_U!{6+E`I?Jn?zs{Xfj_az6QA-2JfFw##{Jm?NHKv1odsnXEP4
zZfW;mK(vRR4E&@<2|rqr|BvhD+t<JGz{qhGvDZ_tk2h=<{Z-yoQ@73e#6?MDpOy~)
zR*u_|P;J{iRKDOrXx3`aYaaZ`*JV_EwD)%=%iq*L=<Az(8F8n=5qHBXmV?X>NP;Qb
ziOA3;!8K#29ED47!bY~Mf4j3{ba_*ebFB(E<6jjNSK*RtUNz(&W%*3Ms|@x++gnA~
z7gmE~J{a{r0ppgKV}tS_J!(XO1J?j`xdxZISb~p(S#GI~#n8|xk8OfLe#7NU;+$nc
zzI`gbeU^c=4yaVTPr^tSG?LwyO8vSg7afZ{xZl_rZLrzTbQW!N5^c2HkHYq{{A@@6
z0X$m^Kb#$Tj-kd3;b~qy+5R;@PN1#ED-J_Q4-)-W!biH;&S*3=9D-XS#K@NZ5@(yc
zar*qhDeOahr#Sx~asFO$#Gp8$vmZG+h3uO$8I#3I_nsu3C}9Z~pJk36L;Vhbp@k3e
z@V3~WW>8*$d@KcfF8D)mC~bN}gG8rJ{1f8YnO`fmH}f~EOpK0g{rci`edW8%Iq$H&
z#HaZzj=AQi@DoZN&t`8ae$(zzt?zRW=$yLjr8x7RG|`W<NB<&33o*G^-lv$ju%NQK
z>mB!g^Nohq@mmCSqw^Z+O0(S#?2G&}cRaCBZ;`sXRp*A5VK(YGu=nxku_aKYk!5*F
z>=x+cY25l@arH>}8OfArZhPaB_F4q&q4~(Yt&b=^KQGASMap@`{h_n-{5I~jgSp#B
zUD6hSg5@Cg-Tv0o_$5f98t?K+&>)@Ecw!u^dkF&{phZ7FQj?t4@v!+BTrz{+DQK*2
zhax+|;alBg$IFc8%i-78^2AJG^CKP^g3mY`s`9>9*IK@Hy6hS0T5ni=HfHSOw0wLX
z3eEl0UhlrQ)>_;!#{RaNe0H?n9bW11X_zldX^c^sU#~ur)_p#YCCo;N^397r@-lN`
z9f4ae-&~c&!U;;O^i=+TzqVS|St+xRiod-m0||3zp1HVZlk0G6{~4gs5%f$^eN~)1
zRZ8Q|pwp`UyHpWJOuY$2@fRbP={f*{jIbL?ZrOAU-TwO+rUmQfKp|@0;9Cag%KngK
z4_-5|0Q5$npyn%o43UgfkyuRG`GZL%b<%+_m4<sSLV$tZ5tW1I8e8fgcU5Dp)yALp
zmhZS7+cXr(Fmt7lMD@J5>Vmv^srTN(>h0w+xh4Sz8*q7(k)nrS;u&Z^Jz)4m#gxf#
zFN2mx>2Ab?=E}=goM3@rWCRs!FA4A@9fUHeFdhvW4k|*GayI5;Xj!s<Jb)k3vUcSh
zkK`jZpo1_!%3|g#I>2_@Yl;n}zY14XHcZu~@k3#mWedh&yA!>$Znb@gS0&LpdE_KY
zBtryP=_risQ>7~YAx>Q0h%Oh|%MN5|)MU9i3LzALDt-Q<Tu@<1u(Cjvn|n%y1k79!
zm7q-k=7`Y8V_r#7l4i5U3$)UR+aFRzkwqBVfXwKJH13b6fiClr?6rL2`A9NCyMW$w
zatD$^`R$~5`xhzV#L{<RPoxP`$+mFu;@Uvu?$J6NFC?8e6hV%-7hp4BR4OxSR?DEp
zkLL}zO#*>pUGM;L2%O^z&xbHY9PC{5=n%5Xn9xqZ7}JX4d2&Sukc_%XNCR!W%nF`Q
z)!Zx)xosC$(LY++GcvvcK4Llv;zSr(vuh_m1}8>Yg@R8-Z6lWscrse`_K`cO9!qe;
z<UFBT83L9Ue=>_4Lepbjsu^T{lQf#k$=@BAbbkv1Q_50CU|T{0F(I88xzivH0MU3W
z59u|Tm2<g%d-|?c>O*mpQ(@()#k;Gr(Wu|qu)r6dRn0pxj%UT#OepbA75N{3a&&OR
z_O;XRcLBV39Vi~ef5FD!)^%?2BGdYRy{DuKOKW()=uP+V?7HuOMd#@qh$aDAHu>&V
z_!vD1{EIxjCyjLyT!63j1R)M=)7@A-{1sfwpxp|X%wU1(2eO?HP?UYm@R$sE%=>??
zZVQao?Qd+0(SVjLr)GCa7z)=v6x9#(_vqMJwwl|Z-^K9%IwMHp`w@ACA7;`5{t0c%
zyze6{j&^yw)a!=RM(3q(g;h7dam01a`n0xVSzZ5xew)x%3+>-=(dDj-O)egzD^}lp
zsIkW81nDvTnyLxQ%<<5nvoPDT*w=q$+7*!4h##Jp+Q35CiGZE0Y>827!5U<&3OjIt
zXei~~AV_LZ#1|@N2&kO4(1xv4-&!at2-YD3G-Ukerj2iwri2s$%p8a<OktrM#3eiP
zSqDTIIPqPn(ngn4nvu(rJ%vFmiXx@Oh|^YE#o%t@tEM7(UI(23HhUH2W|i6eRCgN-
zBmJg~gpn^P8N!GznLO5z@6R9Z0B<~qD&PkSA_Eyw$$!nc^Wyn+eH5tGi(f&UrlPKA
z`^(YwatOVF`JR&2CrQzT1gb+NHF`_V2u>O45h_x15S0J|QaJhjRgQPPV4O5!r*j7s
zgTV9V5dE#^^CKSuR9rE|PJyoiF!-uLID88;LkG_G*%$7u73T^X-9ND#bE$uCzKtpt
z{)=P3MqpM%+4BFZ_qasjN#J2gB2Yec8v&0atJCc9@LTY(W`OU@5Abfk^=br#r0@EF
z#k->WOUM09S8?COF{V{g>S%v(`!LYI0}~wzx85M^g37595dCaV$5Aeai<al+yS_c>
z|6Pa7$pjrQJLXYq6L_a%cAY1o{f`h=D>omH4*&K;aQvj0?yN$J@u_&vKp9%FnB(7Z
z98fmY$lbkIMebks^qBU1zx4L($7=73o4P{QxGB51S6`rMJQr!<2Yh#=^cdz1nPz3M
zo!4&em)k?=I!o>cldj48+mv(XLH4erUhiDceO5TdZpo5s@l<iOH+LF**B`3&eOgJT
z308-*Y7Z5Lbd5(u<iQ~A009DT$8(gDGc_e8+KT6+>_%Q<d!rMfMGu|n2au*%!pSd2
za(=XlKO}CV)2>MFe1mRb0?e<7WeE8(_y$9pD*KPYf$g6SdwI|m;!NV_HyQ^NNK`Lv
zoNs?%_XEtGL5Ldj<rj%d;!pGT?haXpk*FFg(*Dw#?Au=vCSh<xzI4W0sE@}XFT1ex
z*pAdb#TT$Dz0;ZRtE=9)_jXC51dRsWw@QNoiT}>eZ^;VrYhcDw{`oAEJviMfI`t>v
zl2nq0bRBJT>mSj<#5mL@|4CC;SA*<<?^N&m-6THqeeIT3=sxcU?DD@_V)jQzi}(Ge
z2`fCN!vEaxXyp7o7)5@kA7I5TLFK7E!YPa;hnr;=<eE2uStZQ}gNj*}T}V43I=e6$
z`%pT^D6YoII~r88#ujI7oVC7F{Aao+6B>Wt;OND#PDW;O>G&}9E?50$P}~patGSQE
zj#GSozNcLk4X%8z#-t2HZ{3c1Rx{3iMy}tSU(Nk38}qWKoAa95HF(Qyt4KP0UFR~F
z_}k{p`Jsw^j$94}E;uGC78*Am8d4q<WB~%1J9#gi6kN6_wK*2$Iwm9e!~)nM$JB&3
z(X!y8eCe-fQ%{c?z@DX~&PIkL*9;+lz+BJ;eEP*4Dm;`{cz*GbKptHEQ4ocyO%ZsB
z1<x<w)kjRQCM%uvF(G%p0?3uX#<O09sW@4l%OZgw5TZy2;nYI`@Xtk$je>}zR~iw>
z5znPhgQAJR1aoizmP^0_pxlYzg|R{Kzw&n#CNKX&+$F6E=g`qBVz>*M2vM}^W^JHM
z_z|JxD`%l<@zT!X<%3U!R?;%{h!+SYD$*qR0-AWePo#-T5##&7VtFLXJ)K0QJ{8hf
z*kBARffme~Dp{IK4Iq{@VfO@=;6)++@%MB9@|G*wt=zozhtMl+rjlMvbWi$h(X`hR
ze1a-#A}RApqJg0H>{l&u7xIny(}R|gg`h9kuDwq4!eXH*{nU5dV~x5rB3z{XTx9(f
zQI9I3OKer%;`x>G<vMmuM;G^%uYcb8vymyReWwdrdA5XcDk!`+7+#h7`)v<X#|c1n
zX474dq!HoyZQVMR;-ZRiJLnGKxej(#{3%7E0G~_pd8WQECa{X|>d$+PpBWq9DIAV~
zPx#+|aKJ3g_uO77cQ7$MR+ThNpEdlnASPJXDs+-=lOgh7l<KrDWqY&Y3Evc+U;3?=
z?*Z@xCysG^KKNkla!=P(|Az6GF$tqAudh#=TE&{0B%B?c_x^sm?MptJogQCLz}BTM
zP~UD8N@hPdVyv^br~X-a?v+&hxvBl@jN!zzzUHFUmx?j#(n0I;QR_0nZ@TO6b?8o~
zlJ$1E`!jbo^;NkUv)O;#jGo;wVyf|#Si5wyIz8z;$_h^UK=k?GLJhf><25PT^hfOI
zyYrs%{?>1m{<_43&8u#{y2|PaA`|x0*1sRxwcK0c>m{Ncd>D)`*y_D*oYr4C_0l3>
zfq7pm^S;`@<fIf1GHn6=l3!q^+b<*GL&5$_HtY4>I*l1u4{#kcJ(2l=-YIbB$L0^0
ze}PqMqam!zhAvZ<-!qu9<T0jcj3Uz`Cd0_fyPAdM^Y5V8PWyL;w62T$$m#!dJbqf(
zyl0=;`r$)bFEg^wrwpcl*ZUZ6c_Ftlv6+4<{b^VO1=}>cKRKN5e(Q_6kkN#ox#tO-
zNATUY9@u^8y}vb*UCF(Gx@PhSxMBPEQPMyw$-R(l{uR6U*xeOLF%QFoj*c5Omj=^w
zRTmx8M(rKX$D@1?+ej_gn-D}_6kUTJN>W17cz*AT(7hKIOI4k2tonKPdp4uKNS`C~
z*(v4*P08v1X4f$095|4slkmQqLV}J<#wpg^M6E$CeiCH6-h1?~hg+Qv>+j{CG!1)<
z^`774E76lc-{Q3=Q>?V@$NpAVmulkYI6)0xA9f+XLm!H_F@=mQERv;#^oyEN^sL%7
zcS6@pok0{*(z<ubC4F_bh?)f4jidIYyhqLWUc^yH_sfjZ?}>`O7|;gcmbjkL2CcF{
zC_ywmJjSECEp{*j?3w2P(r0j(4I<Zf=NSRZ?GHZS+8F4x`rkL77KRCS<m!OZ0b2HQ
zI2#zrmVIot3>X_%Vy}AaFZ-%a%>P~rRAAEYw)sVtn4JC@yV-f`>-KwLmeX-RB<=lt
zbQjbL%fC`=ehb$lgYY%=K7YFPaQ`CF;~2US^yqNQ3+<1NDnE^SjHG!1tWW0G_*B<O
z@BzMB*B05YEzox!g!fy5v|7PQtzfEF@Jj3L8{c^U@vCcFJ)mZ9ljJp)xoeF5!6mUj
zoV*=ya(N#?B@R(JaoTO<xTOnkebl&lsUn%Yj#G#eckCgFM9XuM`%k+j|4LpGClcbx
z+msUG1mc7H8&SfaKFa6K5UaBjQ-q+*LF0r!!r|x+REIl{NjknUsE0S;%L-L=hsDFZ
z%8=omQzd^#Y@k$)yX`$__&*{Cx?_;p-RqW%H2rfOnyJkv;@32}9-Ggj&7Le|_~g|P
z9Ed)b(j3#d-r7!!jd&m;8iKD0Z@x)|Rg<S_|1`qYuafZBv~l+ccI93SLkPSd8Fi4<
zyB-B08B7_2j|sbp!+ZiLc2B$ZsY2n95<pW85W}>1BK+Yw$a>>TD$5S$MHHWjQy`2e
zysWU7$jDGxLES(nyRg~c-h2Zy)JOM@cfQ%_>Q^r`*YJD2`|)XT!&%l7vMIa5&7Z#a
z&pwB)L=AqyBov)88?oq1a-80h-Ui4JGrZg)PPz6guF@#me__+CqhF^oS3L2)wBDXe
zEn4M`R(V#+jzTEuBwk|h<fomx<zk`bugbpYa57&NyecgJT^{IfHEx?_e)`i{fQJoN
zz<3#Mu?F{=09J(vam2j1pfi6UI>Q1>_A&i0cRZo!A_ye#xB1`3GCb)=0rT3Q<2Hh>
z0P{ZQ`2(6zxIzr4Tp24lF5Y}looPUIPq^npanCpQ9fK9&j{-ybm0z?T@&YUXr?5ZX
zB{SQT6(=vfnm`U733_sPsn)Om-rl14rJ|bnwTPPJfq~@GQko(}h>|qq9x2O11}4)$
z!VnJ5L|H^p<cqI89G>R&K`DZ-^VBJAwB&yX)h+;ee(HR!P#`?p0gVKzfz#2@#A$M6
z!_Pvz!)gF1-2E-DAFP!0=w%6s4pBarQ4a!^p{0}hQaJ=88yka$x>)7_7CIH3e3f1V
zEF_2nL>g53vheXA4i({Jt;#Q|+&ojyxy>z71YBU6uoN%Y3d{;{wb%q9$V)F}{~^W8
zpy}Z)_4z*Crhc<12bFdKlBMv4k;{dc?+Y<{<EU2{O?4LfM<S$mRv%_)qc~q~jOwia
z)Y%L?!FMxFJcd%6QokUlq|X3`26)DnVGtSVfKB|Uc&G!qTh;SisN=5X7K3yQt7-42
zCKZ}-N-~|k-W@|c=G2{Ikar%K0PMpS--dS)S>BSd;{yvv;h~+1YLiRJXRpN8;E%Xn
z6rX=pApKqGSr#m6dJ_);_Z1R<;h#8V98C7t%v?$NEMi%w9ram6-W7mS9Wp2s5gMBL
zmqyLD{PUkYYqhCwmI%T?1=wqWf1<Um3O2xfga8fwRzRa@J?kNV{ZfY(4JA8k8df7z
zG>D38Ov|?76Q6lO1nGJ0x*o~|kXa0+vM0p0t7pp_8uo1U<~;=4cjcCL@Y?PG7j`tX
zv48e;0|<j>NH9)mip9g=<3U5-=P?4s2cf73K|TZ+{O_`Oj{zN{Q9=A5#{FM5|6<l&
z8*=8vw0v{f?Qp{l{-<zT>Q$>L=@HB-#QEe_U<odEFg@omr|)nlE5PTwwf!}z5V=j8
z<?4TypZtBS)m(7x`On(-kd{1`K4aAjiQN6*wdge0TfTQUCL^cF+yif^e>Xnm7c&-z
zCxZ(mNv#GzxxvD>MqdHDYqy$Z8;zgEvB!0vSE%n??XnTR0pduy5QyA_hq?p;#=0%=
zSBTNV43F?vTHa2qj@yo<k(X#f*MmX=_w5(iOWlAxqcRItfZ5R!X~ND}@R$p116%<o
z9_Sb<uEQBqN(G{ze9aTfMnfQt7^eUOLzN7{XlMXR2*na6Gha&c3}_Bmk`8=J6M?E{
z0q2L%Uh~+nq!h?=I=%?7s3i5QNF)`xliqVHG$?JJEHhD%Twh*<a;~>s&lVG5NfA{5
zERwqKcWM5K1<C%m4gS9Dp%IsJ300S%oDr`ex18LHLrT4F;nr07jr%O9)q!8(8BIlF
zPp{tUn=oqgaOzb%WoOpGqxUk>G54tYpCmqdl9UiM5GF_7Z7#i`<$SJUJ!+G2WJM^C
z=-2`1qK=dNEej)NerUhV@ze5;{pGH4Q)}6!+yRIf*Pjp53_yOR*h#|+PmSBOTeZe8
z)r+t>rdjdEz8|@&=aN}W9zf7C{u0H?zfd(D=!1t{z9Yi*c+Qw9AJe^*)P&v7kb+{D
z*LMbNQIxSC{awwEo3%syMV?$V)}8nhCxw$G`vi=3X>4x#6J%%Ih;QvZ-s-P&MaUuW
z{6wDItZrwt=gM3zSDRisnIDI*hIooR#YzJE#vg$MG=L4Se_n4rQ)G0!0Cr-y@m%y4
ztMnGXP_)0U^KE?!4(W>)zBy?~V6XVLZ@IgXxXx^2<!Zh4>nq`9ct7`F_7H!MuXes)
zEqs3vRNCJ}?Eebd$IhcGIfp+UbwU-d)$h3Rd}xS$_UBADS@_<^-a$^HkH&m223QD!
zx|f$h;UGT<5sugxl~?T_5SNR@c;#d8`9FoD>gj)`ShaeX5=%Ecx2IcJ{BR7NcbxhM
z!Z%C=<266Qo8M`-e|M2>=I@Q$$o(olmOS;3>s!@jxS~K>HbE8r40MOAR*}ptq#vA|
z7LZYMJ?iL#6W!|&Foy35Br4Ng1{xwyxm><Q3}ILnYKDu~DWH4J9ehdTyx+k|s3R!|
zL9=k<s*KQp=VbGFlQxJK7NZ9XVr4NDe+=OM;Acbk8DCPQj&`ITN>T>l6i!HtptzrM
zj7xdx!|9z&^aGvi*oUsuHxRn_28r2jMy7{S&B%oX_+A;%?=yWm><h;(U)1|fhx!Cm
zceh$DPR$*Oc#W~oc|UH#y)n3U;kCxk<G>sHw7g$us0458eX{TfI4CeD&+w1ogd2`T
z>yAX5j$t%Xq<mf+U#7MGAU`_#W-Oe1?f_HLFE;XFeVuMM6IPMxpRms7^NVqYmvckK
z@V~rmM$MOR&oH|wu6(Iu5(Z*t9!G2Edwqq2e{KpD56H*<J;-cXuorjSd0io(miC8y
zGwu8>y#dwl@`hS@7qwWWOolr++n89AxbcuME(+r3%xf&;8cSo*#}^;b7a)0}O9kR1
zf=-`bW=Q3Tb|E1YEo~_TDicZ=yjI$M%<mK!AQ$5#?^dJ*E2bh50zykYVxe-?u-&!)
zbbV<U<X#65ceO%^!yuJ1r8*EHQi{Ml1=zBnHN8GcNro-4+gu<R6(QFt^8yx8h{&Vn
z0saxLh=WjgIKboo6vC=S@tQuLLtZbL>MpRqOF9s)Sy1DorWZm>AgAOJA|=7{ltqwN
zP>?ARRaih(SeR5$m_!&vlaJ70Q@tBGfiiztt_Osm0AFW3l!Qeomq0ok#4Mr>2|@uU
zl28g7YOO^Ss01`NWRh^wlfI7C%Bj#=vrZ-i=Dc)z1%T=t6wuy0eLZ=pAZzaGmB{&|
z=^=M9k9b43)fN~K3+sR_n}ScBRE5Ql$Mka?D>!O&X+;1$SRVDLJeu7$s>JsB=FafO
z{UN&h+^Lydk^8`7H0%=ii7YJOjY5~MoMz`;J~!{%#U=gcIz>qZC{K0V-CgSMmYuSb
zo!U>;U`!oT;CZGH=u_h>DscQK8NZV0ZT}${UBiE6>P&hHbF=WG7CwOp-&q5C#+phh
zPBegix~dWLjou;hc<9(GkYBoA?NiyM@R?`#T^-|o`s0g9;r5;Fq)p)Xwh%p+<L#ZE
z)s)De#Yf&`g(g2^eV$r3iHUjq`uoAF^j+a%%fxSB-(29|tkmCmn+nH!<<{HPcH3O`
z4xCnY{C}s`h5lMR)7`9pweI$EJ=2zy$mV(2eXjnj-OX9mitKE5uj|nZsIQ3C&9vZk
zh9%}CKe9UP^8vZ~;$g1m^pn;Z;f6m?oBl~075QPT&$j9W`=h%O()yNl@1;&D<5$1&
zHZBu4Q8LIS$;^?PM3Pj@P?XJz8D4RGU!g?6UUpg<luqyzA?9I#&+7d;d|F>Lc^LZm
z^A<FRikBm3b0;KXx^Stjmk%+txFQnnD?V~e{t~a25qC#^iFo7t)~{NggY(>)?gRXx
zy%8n|L2#LqV>ER+=ne{UEUf@Q^@9FSTjRg;?g+l;g@in}o_nofVO;%)h$1<Z!)L2e
z*6I*#D}PBE2VTeZD1SR2GJ`gMnD*jMLZBWEX7uY<lI?dSkXJE&nRCgq9QwOvxUb;#
z{nPZn=qWq*OFF5CDdy7}9AA=Jiz|0;&c1I#4KJt@1@Zjyg1{F{>79q-a5emeGxkre
zo)>nMQx?P$xWhWjICn`Rw_NUAa%!1JKrhkKY$1M+C&Tv`nrAjlvVDd~8lq`?PY3y}
zy*Azh9?7wg87B&ke1`K{Hv~IKfMk>FaI&9IzV_Karfgqjs;?)f4qZpBWBsO#x&-D^
zQcjc~F4579lo1Bx-~@RXB+MU01_3?}++^A^Jc2MJ$=~!b!sqp6C;NJfh9DZ+EQ0jt
zXC%gUiofq>-zcs2`&eSKyq)Hm>_7hVX6tQhLkCjT3+U*&cQT=Q5^i)w%-xTCka)^O
z^#M+m0VNS{3E9Fe0m?cf3#OYGsJ;o=gp&@Rkv{PX2LV_0yFmb8%S)CGR1ODIK?!@j
zull`ic6~7oA^w_FIO16Uh|?2kY$yCG9Oi%6E!T-v#}OafJoS{mZ~R-~D$l1(1iKu+
z2x6h~tFScWfz0o0G}HBG=oTzE4;oz(dpO`ho3RquWj=s*r0;gX;D^GcmYB~`T{Koj
zU}c@@rYd+^Y#``f1PUP)I8R8(J}|X>B&bYKRpOhA70=oHr|@o!oGeY1ps|+7V+n7}
z)igsgcj9~N+_6-6%~;0FF6*)T;mHH{#b=ZAIoV#kO^XR%*YKUgml6eiZm(VvgaC}G
zE-^_algt*OL(H_=FGDIM+%W)-X)y|MjR4YQGZeyQraoK|284zcSWP+9QGRkjwU*z~
z>II!+xv8Tc&~G60n9Dd{_|d(cXzsAt5i(Zl5?bBrTnX>p2YM*O*&j~MCu?OlKxe}!
zpP_4v(H7&hm5mWc<)@KBxUxEYf}O%<<vQhBDzpk-%&2K~lcFC2r`d4`o&EAMOJ_$t
z<+E(DwRV}o%ksCy<;wYX$=nQUQC>|{lXxs5a)mPgO0}K^OzwDn%uEDgI$QM}NTEI$
zS%e4LAi`b)C}_0Nde)D$peK5AM>b<ymfjD<Nq?^g2jYbMy<%nrmd=4-ECx7Qzr0|D
zjKC+DuK)luc>bw~@}(fKBi&TS+O&l;{i)0}q_Q)nw51MUFJFU#zceKd<J>kv6QmC_
zku)j=$06xHfoR~$oiAM$6V!=j7AAkfr+3NBA;88VAS5F2n2nR=F{dDlD3{<vF|j)^
z2r~l4A`}!sTOt>o$cck7tHi+A6_lu0iz5?`dpHO=NQzZsUzI?F%4F;_l^hXh*-UXv
zJbf_{83Y~FfgwW!9$x97q4++)*dP5a^goAM5xyex#AnjUGO$iLD&vtRgWM2#EtfV>
zG$xiMji8y)l8=39mdxoA=pWC0a<?4(UjcJI3ok4H1xqQ_d1zx9ssExNA<fDn0<~4V
zE^tiB)!Jgn&huL(kC3$Bk@_z@T9~x}<2`cRI8*{J{XeA>4HZ>xeNFQ3o-@#O^ES9m
zTy4=dVt+W|{)jsLsM<HWqK}|8%}imVoG0351jlCICPWO(LI%qw9tXf5ML&_e3~wTJ
z^1uV3m$-n?0GbGo>GQBDkJHBi0vMPQI7bm=!P~)ca_2reqvmS7-N;GVW5OcqHNL+r
z0iaYG?UW{M9nU=LB18w!2wC;bs;$i<zs({)pFlr7<cb=2C+`*+xM&mOVFpyUe&(U^
z(~(<qN%fT^OSnA2-u!s~2%V?BT$$!H9|cIaI@m@WmB;HJG2_M)NjEj^1xpPkgzeQ?
zBj`sV<_Nw{t#k`+b@$|ZecXbd%j@3RxNhvaq%n~FRh7SAS=>LTqEVlgv-22Oy71As
zdkhUW#g1P_rgT8RrH*xu1wv|w<q#aWC95XkSub0faYC*dXRFq2tE&lzYw!ph&!tAl
zFUlr>_S$fR&^-ik00WYUNypGtpqT<dXidmJC#F9xm^+|PZV$i@3g~>85e%y!HiwuG
z3yk*dcaH8orN)EeA^E}BPM|F}wfQ~&e|4T#H{G?k{skkCM)%@hVE;RFu``LiszeDH
z8TTyWAHPnuSAH8dO(AO*mGP*zepzHhjr7Ukt*v9OYn8?8FgAPk-x-7Y-v8X)2~(>k
zdHXj@ZqL4GoG)Ym{vfud;EnLIwwn%UUH!S48QwY+4ULChlzh5)baS94cAzG5pmDyu
zVqdQnqm5hIz4R*GAI5$jbE^8mHP(=p(?t^#hWV5EshAW7A%hU;Bl=vm6~Ag@GKi{m
zo<+Q-w;pPvX?h~Rtg7=vOQ%Yxfm>}=RYzQVl7a)0UBHe)h^-YoEi2VwVO!<z8T`oM
zi6RW)Cz%Yq4)58qNDbLp3t^CE>7pTk5bOux0hvc>CIIun9<M2BN-NF2oOs{xMV9Aq
zd_X+XC;m;l(L>f3L$h}$o{B1qtA&H_+?{wYSS~veX3ZEF&&d>j-{xM%=X~vR2L3(S
z-~IAxG$F>@<D888p|Y$WN-f`~OjgOUy$?<A&4-Dvbt+va3zn#CPgq?y=r^i|lW(0d
z1^e;$@~7L-t31EAK_kaNL%<WnuWpg?s7@_Ols??dh+{~f>!+kvYNJ-IG(ufCHOHDu
z{NGEj^88CV-{qqpL2nwa*mp=ZLC&9>Xs89G_RB>V=g=v2SK=Rbq4@S`f$%W<XBf%d
zH?hssqc^_~!b?FJCAZM%?h#}jdijbJ0)q5x)#>1pSQiwByP;`eOpm*e<iJGoW%vwM
z+_eY?k|aSx$717d-CT~>x3^73M=@Rw2aOlX*vPQ(cAf$Za{xTT=dz#J6?bWR4nIu7
zP;Y=p!3K#l{yAB<{WBShqpG;~VN2n;8tN?)0<kEm`0Uj;`GNk^$?>*>9nr#vbtz`B
zh<6nW?`+$E(14;M6Z{Nmc(Q16_Rr{OK}xX2&%(;r6EZi)EeoUUL4NT{Xr4yOxNJr^
z`p$fKGx)*1^P+nXt*b4Y`|&%F;;B4!*Qjs&Zd*P_N;<5Ts@kxCcr`$knDmB<isg+t
zg@QahN^Atv4LbIIPN3g(&Lkmsi_iUjS}(VE=q&d67y+`z$=-Ciebm0u5c}Sd`m4l`
zhUtA17mL-4xqu5q`<g3{jhVRK=;w+G+&g&cx7SY3XMHKZsLj<=Z-q|3ETRqk5Kpjf
zUBqY}o_qJaaB<HZkKRrjM28`_YhH;9&Wi7N4+~0-YLTI^yIJalx86{A9)oHF7=e`&
zHUx<z_VbNdb+lwR-ot`Wt_R%aH}hoV%~PF5xA<auK?E#I@bl%>(@fkC%=5*))?4qz
zIl7TuSVRXh^~3epxd}p6CdUk2M)W}jBb$fGU;3N>jJy-dwu=)WiP^by#pbo%<hpK)
zxc@!9A8Hx9vYQ~U%Sy_pNP~4MUFwhM;!cpCVu^N;ySoVXgPcK0EE|{L$!Ztcc5zQ`
za_FF~rT1~guFJVqg*eB{9;D(J#&zd*aRZ5Qzj8#vueN4}6gA>}&>mN}#LwRy^5(Qj
z`rG(kPk%g0sc7qk6TNG9)xflVxD5W*_UFfWSyb3^S5(_b(7BLp<)dP`s=>R1kHIe(
zkgs!-i_~M%`umm43qyWw`AVd_U82k<u|?fCp1*Fc1a1gxiF=&G*^Vf`hA4TOC$k*Y
z2ny(D;DISCBjOVJsc{GmRZX^soL4?NE?@N_fNuqchLY~U*I<;%l6FhP`Lx88T}<gd
zFsrq}BCyQ27a-=ePNXK7IWjF`6$XRUascZ+tgtSte11Iw%IwFn%Sk=QY>%BKIH|^1
zwfTdv%sJI;%VjG`Fn1r8g8W~P*mkI>&PXD|dU}$3iY9xC>Whlpn8pCXbMOO9=}V9W
z8$Kl|tU}YGPm?@>W`kL+D9?;E$S#mY)tstM&mjRJSRt3n{BST?nZz%C*k$djVW@-#
z=a?=h>7OX`%CB-IvwLv2A{_8NPW~M^J-2(K7#n#R?qjQA_SW&mw?ejlU|-TC2dVj5
zM9)abP<yX}=Uy2%V+Hs9YQ8Kxj$DT?>GtL1E8!{UKN@1MSHJa98>yB2$kh1I_-Wf(
z{N16)qS;Me^{y=4XQRB6K=PJLi;k-@;^R)W_3rVswq-Kxay08gb-&MI>`hx1+8-(E
zVr_HUpHVwpCnsfSfajggys<p6SD7+%mLj@#J~W@5;+ZKL1drvF5czQ#V7CeX@-rcW
z?tx#rr;FS9cJ0h&|E8aq0B&UsGaSFPQb%nSp6>Tu%+uff_+V(Qa{b6Qx=<R2erAH3
zk=}G}eA7GAY<ie|uyfD$@c8MR#GR+Qm6eTO3+sw1i)$L1@>&Jj>zLas+VUFPYN~5{
ze!o0m#pZJYUK`-t!kRhlRpduHhJEI}qi%9OV(30*_+fOuMq_a&^T$5{&l1ZO<L=Ab
zonPUWtZ}5iajs#x>5>{+MsdRD;evC%W^+cyC;vji=A7MkYlRyNDy+-@7QW`1D&(Gm
z>LMCvXvhU|L2C{KTJQN_PjM?B^ub>-9|IZOEPYCPZ|wy-`a1W^ncr)}+z4@t79_^I
zkL_FP1AI&su~cK8C)%X`<#TOxdm-9QoeK_8@B;yG=Yns`*;@Yeza~oh&fcD-i?$CO
zsf$7I4(9iE`HN-QQfng5445s1&xNPfaW>BiD{8Ct6(89S8PJvmM-Q7tnUaO)VVTja
zR`>D6y|eZ@H@t5-OFks|m=3RWZjLN`uX%?x*@laFQW4Q(2YL~Hd54_dvW>S;GivXS
zp8A@QJ8lpk85vM_Y}hh#61gYg8eT|ApcGOT!_&ipUJzK60m{G3SXOrOG2G$D)?@@_
z0hh~5Vg8o~rswKdW)wnj3{D=?ArgPY$?ZSA2LFB>{@d=jmljv^E!#hRp(4;fefk%&
zh7@u&&Xn;k&doHg$UkoS9vW)oO_)82tlv{}m>*`xE=w8{o<IQ&^FWznIxD{MnbbQC
z!@oJxF&E~K4;i1feh|5BEuEBnL9_vEOqN6CIG{|4j1p|0Z=o2-X)mQ9;|?6+2UJ!5
zybK%)zk>nN5PVU7!8c<;cdBni?sFeE^DGginfQ;5QeXrB2*%TfHm2W63dn$1JnqW6
zBG!xe$P)4KrfmqxPbiJ)Zr@`&L=R-84bK#a>T1_?L&y)F>s4Rl(_m8@9B~WTRG6^g
zL+{qWf?!kU&ii{y>|e`?U)`V|&7oB$va$LNzmFJA?3Ro?WN|Q$KR~y|QvOp+cbhMz
zx9nHPMP>`+oo#m#i#JM&Fk}bPH1=tEk#d$0PjVk>|AL~XXD?bQCW5l}=#HSfdS*ja
zX+d>^t$9bISOfZKCz6bP%uvkrU}wfPEe_u9X0g6<I#Oc1C>risS!`eRKaQ?D9_s&(
z=Nxy4JDZX_Gb&p)cV_mkq|A&&DU=oGkUQBkBZZ9Y6_w18y)rT)du7i%&fV|x{r%IU
z$0LtN_i&%j`~7@9pU>CxnH!+e+~wN6pT`CHT$JWLY{Gy5vRslcakj#);WXUt@)z^6
zUmLkCmr|^m?{QbedU>DYTf;qJ_f&_dAng*3$pS6QCy!rb>WmaG_W^NuNw5~!6VV5h
zFfr8^HJHjn*I|074pNRpeGAzTj&>r#7ZBCVD+rx^Z=C~g<_&}?7(36I=1)bkKU^(5
zJBV(2#gPPCWY@hh3ra?%seJoME|taI%<s%=+l@N5l(p>oH=1~jMie8$en9^^(x2of
zy$hHhSNPrw^KlTcM944Fg=08p7O$^@s+y82-*_6A>w-`kQSZ=Gf{?`U1PjOS((p2T
zXzyc92To_b$A*dNeqO954hy3FD*3M~>V(}(K~Ew~--?b>qdbmbj|WhK?qZ;<+j)cV
z%aQ^D2Kpq;x*Ip|zK>WMUg{ZwVr`)d2<dR(1ObOyqVblas88vbt|SrWIozwF>I(vv
zPP?#c8;H?-{TD_0HW8o3ma(Q3G+nrkSx(B`HK&w-dnxL%Xm!hf%eNIY&Z+hJHZ0it
zg^eIO_D+RU2hrsqhO&@sLQcz{51u|N1xL<>3et?n7aM1asj<&oF8xt-)AZ|obK_xt
zdJ?;$MT&nk8m*3$x!s2fky_%HN%60_ec@syBTYLB4l-;1!PXAq4#cu;ZX;YuhM@@t
zB+Vye$DmfPhr`TybQY45Y#*OhQQc&FEmKQlag(N!@sn>_@#|0#Vfx%0pYke?COXku
z&zL)}7SrqWc;kkB%<Q)YZ<>+fSGo+>YcB=#DcN71p!K_)r>gz>Gk3CXiEV3W5RVpL
zWPje4th>^Ujh7|$s+t{8@EhdXjp!H-=*1sgKS)tthrk29WJ)ou9O@%!Djvb|Knpxa
zur$nG(f0%*1n39f`bYZdc{c8O7Ha^QT&`FTQ*G?FrHRD@0>8ad1dI`O0VZb0SoeU(
zqiM~pNdXEP27y}BA){(TbI+R&d~GkSpHf9TG@SH+dk`Ur2Q4spmov|Sde4Dxp8brK
z_7q`7y!%<XiE_Eov2E5`6DR~L#nW_bFk82SyU(nFOvCK@KHy$&&=<D*Z+_z1`F3+S
zFtF#jZ~e};<=-ot7f^=Eh`z5t3n#7ZP&y|PJ_m;tWSu-0TWZT&q^cVkn1*w*9$$Yr
z^H#^>Z-BCRfOXTeo39)zh?OOw%=pD*^o_eNj_{ukBK-@7pfpkmnQ{^0c*C~J+sco|
z{R|(+nW@^3ejT~_6b>aou7T$e0a6UqZ_uLamiS@Nu<&aPT+RR-<7iE#ZovE446M!u
zmV!Z%;2A#I&^zeLdtB}R!4;3hgvzKTe6li-%EJe)N8&^6;kh<OFX23bX1Y^oB;G%p
z2gI)-sy)^9TxvbR6n|egQ>(?yJ|n^y2)sVx8a0JC(%!DH)utC8g67<wxQYK$o;rOS
z377tEzGA9-h5nu$()jhob&IYn{nr-xUd1=XV+QiaPTY^4W(A`?ceyUUPfl(f9nJYX
zI)5npL2Aa+7*WO5DQ&oTZza;>z$w;QSmI&1q<fBnYmuODIt%b@C=4+E5K$eo0#Tk-
z^X9|XFe2b!v_Ly#D+S>@_Wq0ftL4YU;Oz6BXR9|WwjwId#&rj`q|RpOhB$w>ai4rt
z99$%}UX9W;0c!CYkZ_YY!uv9U-W@aY9LDgxEi6ChEGldi_0<!2%lBXs#>V7V0jGB_
z(7r*CfwNrY2quC-AGE1F3BC{v-Gd?eSSaWN6FlBqhN7T+K0Uc^H)we76|lc*!75=A
z>&*vtjCN{MjBdKf2cKB=dc`IqfyY?U1ak#P0C&uL-Yfpqa-ib9XJZ&lhwl#lWSbd?
zbmD2@+vWqK2;1cW4t$?t(YL~Pepc^HB~tc7cfQ}-=~$mP(SZzHRJ?l{AUt({=H|^O
zG}`RIxjPllZ{EWS4oz!s@3Klp@f48xHte02u+VBB<ATJ5d~cSz$AjZh)D{<B+S$#X
zTWbh_R_3?d!@p2i!z5BO;#=Zh#~+={DJkC%T}@rA;x`F%f37Ba3#&WHqQptPbJtG<
zi}d6lIDU!x7ss3TA>3wm?MV>G_nGnmyywERnwHHJ`3VPD)47G?2d7g9;j4nXQZ84q
z%JY~$RJa;u6QMCtGU3EKVZ|+dFG87pf=>A|#T5nBlFV6#VS}P`_;TQ()iD$nN+n>U
zrq}KNQDXaBnX>y<l7%8iL7xJb4}X;SEe;S0t!_^Vu-r4UCWnx5FAh=2s{AiNFvi#y
zcB2!<thln+RqZf|$3KJJKAe?#E`NCcu$gFbt^_oGq@Q4H3A-J?ASS75ehq%x^FJm7
z4+=d8vl?!CFRZjr)g~<WY99RkUfBFRHfZ>!UwKE9`Lx_^TX{><?XE6QgWAzz#t!MD
zI}~J$>Wy47)|Y^0*@K<=;ZCmJ0w#tx$|8{{!Kk?8t6HKgxyf|6NDTh(Cc<x?tX>h%
z#pbAb1XJ2Tppie?py53G>e&fG0*|>-YY4Vqf{Ju|FloI8OCEr#(?GT-qw#nQQXBr6
zfnNt1tDV^K{FNT^m!BF)JF;u>o5&DIoi03)1$vu@4{oTQ4bpfUpI4}^Oe+LefkOp8
zcrG0Dck4<sG{uFa(P$)@M!$zV!bwu>*?O6ite8ml!UXlF+6tr#6l8B=H$cq=n_fV%
zebOUpR^7R+PYSF5kzKAoJeud`J|cgHD>Wjw+P<5)oA~cWulHL{ziSM*;;6=2A#(k%
z;eb$t@Fi2SDRv+CZKb$lJY%`eIsy?pdC5dW?GUZ@`Tdp<VLnW48aJ@r{4GFj`wM2l
zg<9g>2iWllmh-(tkR~T-HcFtWLMP~NG_g683;T+I1@8E}E5a51CN`bnQOlF}Z`t#%
zcvb+pyP6!^<zj!7-`tqJ%C|p1U)6D|^DVDKpvV01F!9!{RnxN&72#!A&0uUlkT<xF
zxquCM<@elcyD*9C4R+d4H3Vao{`I>w04$ogF3*uPo6n)Eh<a*r&dBX)J(8wdpu5?9
zZ--kCv1K{g-<w)&?bZazIiUwIxxVH##j#uGZ6Q0PxwVc~VD&le+Z2o<8T9e(0nGQl
z@V0z3>Jx9ErP}`2E{b61+313Q#yCaG9V56Cfb{s@>Hh8Qgf6g#-(S{tTOM}T!N9`*
z-!mFLOT}v5+rgQ6n=hRvv!LS9fIEkzNOrhNYAK7}soreb$~Y5;OnQ-;3k~M8Fvvg4
zzNa{NZslwF@VjV_Z>>x(9lv*yEI8IE^c)L}=bByoFNRpcMML`&sk$8Q13ACJ_IDFx
z8n%j0-4RPGcH!lPkPioxR1CB<jiSg7SEqzr;fk>NTVMp{x1wrAYJI{$i4R^k+3k?p
z<ZM{6z6Zenc_0y7h?(Flnn3_^29i9FJb-lr{~jy5AhC+j6{CL3*j8CY6M8wgDxcy&
zq0s$#o|HAwk9x)q$a6n2p&0w%xs<;n4rHt%u8e*GM#S|SkS<>*wC0m$UamR4`9djt
zc*;r<BJ*vcO8T$jELAJ_agBij@j-#GDvuq6sX;a82k%$Yv9BDlh*0wUE*T1zsr@Kv
zahcw6ur=*GfsR?~$An;(Rl0-Zot2b{jr+K*?Rz_fqRITYxY8j1L&BF%lUI#iOFw>)
zTo)G+ezYcshvM?JhHvl2uCO!RuckFOdTNtl@bFpDkvO}HZG07{cs^}E?B(m?yX9+U
zB7w<V92FbpMURMK)kfGANGKvBuUa^r$8CiaR&0~+_WRLv?bOSxa-#}?6|9!YlIEM7
zFs5d}*BXkMTd_+!Ep>5?pb?NnBWbIpRVMR5{6G)j7|N6s|8{Y3kSf@oJD(n8A*sV4
zeQUprtdfM1nCa|T3k&U%A?`ERymb-zy_C}?!NZ~X#SB-wQpa|2J^r@?;kBWu`25=z
z6cmr?q9Z`y_~;A46F>p(D5{;;7#E5!B=d>3_8C;~`X5GJ-GzmtfnFQVU09^!!(0Vb
zGe^T@?xaw%y7Nkj7!{>uH|%zH&9fv4XmIv$T4JpW4=xr>13rKaF<nH7{5k;ApS=K-
z`YB{c3gp1<MdmXo?a`rxX=NGIUDH73A>pH_crs)Fl?(t^Xt+``@Cau!XxwX>N95fO
zM`uGrb*|1VA)+&0mNZ?zUMv55txrA-{gt6?Tf+d=gV>J_Qgn+gWeY55`d$35_R$tc
zR$H;RbH1O~2#%popksWm`i2Iw7>Y&G=PJ!1xPm8uI#D_>sSTvDt2u;PdT9Hz?i`ke
zSBGjD&AxiVTVQ`fo-Gs|FUux=lkLW6(sAT^2C2K46uAL%s=mY#DuPc}g5z0=k@{v3
zY*Zd8NBXZ_hN@+<RJ`Z&Wv;Up53b<KwR%&s{ish~(X`$Hbq7pTe^f0yFi%?o*V39=
zhXycZJ?j@)_o@Dkmr=$2#gD%fD@l)LrGKX3zx6w_#FZVs{o`}1W73yCX_gJdS28Xe
z^GWzX;&g+&@;C%T_%X7-Y&xy&+4(!~xb=8OSC<ryeuV<<qIcVbz*(@;V}Jt9zJf%E
z`(^0TRyu?EO{vs7ZP9A>`!ubvk2641Z+a@Kas^jL0OsURn6#fE7td<-`g+&uRUV%)
zCn?k&z}`k;?3ZC+)X+ZUENi_fP-Y--<Ut5Rm)Q2_!fu;|KCpiyNda|+fkTNnWs9IM
zl9>;4Pi_H=42<!MKhOu9Y3#r5A0))U@gri|S1-}WjxU#6x=P%25>K{XeIq9GdSx9n
z;$(a3XFMfx7m|aJ{-+|mg|097K!7-Zu$><g-Q?oMGP7JOVgzgO3c^2wH2OSS!lTf-
zoM0t{)dBTPEAs+EtAX~9d7o#ppgb@DdQ>$V;a?-Er6t+IGVxSD(VENDRg9yG@ZF)D
z<QJbpTbT)vHGBvLdKLagys`T7a1N8k@W+&-M{sW2D?dnKnnK<p&Yw4^p1`~c^;gUj
z6;dV&$?Ewpi)+PW#`DLHKGJBwK&`dtA$q)Jg;c*Qpa>jRU0n1lh&+WDwpI?Txc0Gv
z5{w`YO90RwzQm@+mgONr8w}0E&*4_gLlGV~KTKbi_-fsB;ParhC2Dx~Na`%>`KTJu
z^Pon}74~Bu*U9i-<*UlQOTi#ud;_zAciUJmHv0upp3#yWILPw|Co;_xFNfp-e;$d7
zf1#h$Hpus1Au3WpQiHDDN(2iXRgWfV0o7K7dEzA!u-_C<<fNiV?mz0M0LdC-zA$=z
zB;whg+5xQe5~va0tNA6hF^}ZXeIl?2YvU}OL#VW)6pApP%G|DpW4e%J_0q(v^nd$M
z4UfA6&+=E%0$RIM6lY3{G3X1qiP~U}tsQX)v(#!ah+igO2_8ZykuM=4VuZ*;%jDl1
z7==pjCqKsdX||#6H|T=<<hHWA!G-*D{y%14qdHJ?P7$oo)8a4we4bu%pcOuaAeV=@
zJ+A#FyJfH~9UYlPe&Rvd?f{A;<k9wT)Rc5a(qy}%^u~-3G6j_U@_!*f?oct`_fl>;
zyyJEB#D7sWs8b;7{2q3-usGpunN0JcIAyB&xOaE&!!47>cS>iD+kXy--f=5~YVVZ2
zJ&%ERjrB`GtlbBNfG0l7)xLYbS~kB7L`EGa3@SkeWRGs#{bHCr9<Z;!HU4Lu%{zu3
zXv)2wn5!(Ab%YXZ|JV(%0Il<3?=bjK%tR-u!317o#}<fY@zuSA;4{H5ku*sT3y6hW
zGamJ8NR~x*y-0mE*g5Q44q8n39QF>AeIVf@o$&N}@LVkPv-BH8-mBW=3jTRfXTe=q
zGFq@lC{kK4)X)$bo?M64)q0*75;}(j&%>)Up1(5<ZD+8`+XHE(w$P-S^TxqxTA|_m
zv4znF8kW#2;W?3o7Lp+PAMsrRVUmdiCpc}Kr<Np>0Gt&y*~OW+Xh|>R#((b`AN)b6
zh2$d&^(xRZIkAcGTH1dg)B(HZoM3&g)NFVk^5Pjm+bE-4+~#k~5wLxv9iV&!t9xMJ
z8?58$kV@Sqq3><uOr&O~3F8V@??LF_+UWhc(JQ~J$(r?wxgD1EnV3`fx(9cBa^(u*
zcv8*l1?JD+gUD&}ddQ*-Y$@ztR1W!|jT&<jAWpzNS`DLQRwa0L-fGI^X_UQryx2!b
zncOS!W_|a{N@JC}n0IBTRQ!)>z26R3_xVEuSgb%V?Ar}>H5IigQn=H4_g+V5Cnql=
z6Z6W0>7hh?VP^=>9Ad=|xKWfS!12WTC_F7N;1%sTtYR1Da1IlbGkI9ZO3o>6yE8s}
z=g+M9=%nSunAOCH>7xn>FS*o!OGTJR?io8Cc3azu%g=)5_FpX=zdwn#Jv4kJqwu0z
zCTLPMXzXTCztoFH*NxOC`!COyW>z8tk490+F)HGRsQx{*nu}@%|1iZbRD{Vn=e)qF
z*4G?@xe)vnxMGA@-XKJ<BKPA2>0&kP{}F&D=&a{0!dDu$Q^(b^S?xJVyMd&(pHRM6
zSKr3kLuZ-}U=>R9-y5%dN3%U(4|pGTwi%8)LBVN&-}|GpTXQxpo*X*%Lod+fn(xc=
zpF-H>_;CGV@XYdn<skXLbC@X<Tss8J(PY<&dgl9WAR!_<L8MWy&^Z1{8a_KrvJ3y_
zFZXflM37WauS{GnJ3Jx(3po(TM)ca();&Pmqp2^CRGy_?Uf8Ao_@gmMoe2L!h0XrJ
zUw(H9)rn$jtp30!d4*cQ@`pL8oZ_(F@{<&Wxku3itz#yV;=f#-pun%pQs9R$2rz~m
zNboZOaE$-!JZEMvqK>KA?>A+)?ivz!4i8`xiBvq{O7YtBMw8<}l{Zd|%=a}r`lhpZ
zpujUp1quM5JtjJt#26ji|6mq6`g@o8Qtb<goPT7NuCcu&d$SVnkFSX4=g=?wT}4RV
zN^1zux^{`2-wANcOb#Tl-UKu{YsJpvg!j3pNHL#oRogg`^D>#wFcNr7HV_k60g;6n
zI!<}!hY{q11NZP_2{U*f%6>*&EIG5bs3YCKpZ&$a@zZASXTzvq$H&KQ#E!w#RJE*3
zqMz47P{m1JZ>?iZ|4rH0x3>ug3^?iPnROT6H&u3TH+~g>*~2aJJ0_xRN7cfCrakMi
zqKIdvwb!J!G=>G=%J(?My!-EWGZlguonk60*DTzT<Wjo88>&YWth;V#P?i6jkb~=M
zmQ=a{_<9`H2S3-#$k0{;)UB!UxFq90%<hWI89ezvD)BQ7h`<*ph#L9ey0@J1>f8E_
z**`v>;zuxlVbAy6+ygSO6)q{#kMxAcox4#!(xlwm6&|BqkJ)qe-MrG%?D+Y~*nwu`
zIV>HFf>Ypv@Kl18_k(CUV14i7h#b(op<{1KY57vk%r%N~5{xQa!vO07Ea@!TY$*H)
zE3g*EgVoib0k0x1@V4;I0mL_atq-uJT#7*aqQlygsRSgy(nEhyT8I!PfGwnA;xp(^
zy;N;V#rG4<Xin97ioj#C1th!JE=ICoF-Wk64itcp9s1ENz(*1sMVZpH8nuetz20+k
z-z%n6<9gWzKl^>Yc9i9M-pzn}Hg9r8ZDw4CU$_(;Iu$DK8%CqQ?)ML<B%|__hZqvv
z05~n>{@rMUw}zG;BnD3ll}d9x<gnH;knZfQxq9789a&Hm+QLx_vtYk`4l4yYexwQI
zP`{u74z-1fJCU`WfgMaLm=9Rz<|V-)frPMOt_eOdcrw6-4lO<8|M}_(+0ba#^7gi$
z_O_q%EZ0mdD?@_G1`<FlMPX=w(*$TCvF?2~>$APY8b#7j%nHPiTB?{kIOI#t{H|t=
z?QC9Bm3=c!3|s^s!YfrYZCET<Q$3dJQ6s{QtuzA-CzaK#Zk+9#pE8)McKn<-KhV{t
zO~;tMm50=*pSM{<_Fz}P4^iM7h>Rw#iv-B{e}B~hP}&k`g=)W5XQ}Pcs;@v=)G#@w
zV#{5E+pl%E?JaeTUA-G^#t;ar1ieG`-+^+_b|N5mhrBBwhWV=W+7U9Ud_nOLCx;5R
zL^l9_He%QpMv(>SyJYlUo7PU5o;6u=u>m!W!HmB^{J<^%RBDTgiVcro4j6Qcci<59
z?xkv)SM{F{FK4n|mYW>Syz_dHwbp0|)moL;e8Tz1Xf^BT!_hdYtYjk$@YFvMD$I-w
zRk-u^i*;6Do^;?h75Aze-c5oJ%M~6LbV;XpUK-RxbQ>O7GlmIY;e(4leygs{4qnj$
zGPncMLQV0?Upb)aG6nXg6D^|9N01)g$4RVTp)AkA^trs)&}=x!m+yrB6P?#>N&bME
zkmN@$93Y<12*%z=36a*_@eFk7{>;z}0OL|eJhD%wO)pZ1YuBi(iRf}_;WF})v>ZRK
zo9orP1z7&Fy=2&W0lQ{Fg^K?w2O?zyrII}Q&L8w=3hyZ2y!7_YNJZO?i(4VKt5R#U
z7KfT{v`RDr9iGNls?0$N&hNV9jFvN8_e*PNxDT|`89MIuIxAjh|K@(1*!h^jIQtk&
z#Qj_tF%sem+*7~b(P`5HW3;QcZa(sPaQxzL`{yXpXf^dSh}wniTQyt}3;rtdx)}iJ
z3{d+5@LReJ?IY}elLV9rI7NARilaYaub46^1@tv$pTly<4rG88L-znBIaR<Ud>|or
zf+De=!&Y5}DCiYC@HONRh>E85H8Y;|p(*?_oPUA@pJ*jTeTY2;MhHz3HSjY!_ARJr
zl?RvoE9JZpeDEI_On>L=n4cl9tS)Ii6=$@w+qboGB4dwG&&Uo9jrkukF%JEIc42yS
zYyYLJC3bzH<~xV+{p<MC5c1n<fA;fQgSHxYJd5Ich5)(FF<K+Lekk4P`yz*`6!=Wx
zlcZU+e})@VCk38U`%g{3?lYOprO}9sUkNX(rK?b4*+ztB!F*hSmgZV?C6V(pi7Ist
zmL5OES&KVF#lr*CXPf4(J3e#{b#*zZQC}I@lw=lAs9DUyOw8LA>;TtX3g0El9SZ#R
zE3x9W$81F*6I{W}w_lw->)vXc;P^<haL2G)iA3G}*k=6M-QVP)(KFe>^M)UkT(=G9
z-wT5S0urjX><Gpr+29T0VS1rVA)@bHy?oIA!06t6*3R;{3L7DU!#ZT}k8gQVMPO&s
z=5g?!6{Xvr_e&pLx?axPCAuxO`kBjcOh2f~GDQH`RVp}0WYp8UM8JKuB0!!S3X-TP
zyHvKL!Mr5RQCsqSWB2fxmK3DD3X=c)QwZL){noX`kIBH;j#~!)@Br&H@JpGsE+#N@
zfe4U86*wh67k+ukQ56b40!Db<FFM%?!tR2vZqmUBfPx<*C@QE2>_177G~>}=B-jkj
z^@iC1INF{&>NVg6)dd-~QjzppA_njtJO(O)S7=g+g@AJKM&^<<%!3x42eP^#lgyS8
zq20qsfH2hLM+rs3Xw;EfR({<@uN<ta1&u@un0qW<OM}mJMX-`d%v{xTB!*;EB^mI2
ztK{dR^KV#|K!b;h4PI<`H5Tw|Tci}18IO!fQ|zT>(=Dt^-JXo1d|WcqFqNDxIiyx?
zoZYi!*i8|P$mKE#gr~>{k56e&OW!>y&hRYPA+{wP*N??Ue60Jq$Q6i9=WKiu4?`#@
zp?s#uw4}LhqE8Dsy>pM4eGtX>o9J-zb{5M3B;N>V+QkGkbDv<8rA}v-CQd9Kq7368
z1vZAZc4_r=#7dRkZrn{5-c-bUq`%KTbf2))!zzC3{X3QY%~AU9ZUGY$ag=J+;bHs2
z$RdMD+@Qc<>>xENex6gEf<D0_-nXH67zUc>P7&qe(Y6^!L8^*}9gngB0|n$Px6!xY
zyKCvk-f73nNODdX0k<D}oESUqc;DOX?n5(A&4iCR05nyCQidKV1E;*c?}^^`gP_9I
z#o!%I>W`cd;if%98!wadwT${-^8RCL{$+vtF01VU|Jt((_5zO{o|Nbyo~$Bx>8E!*
z3Al|+vlRK<YgLWhx0!W`{h#(T6P&;3>i-t_DoOMFYA#rY!Rje)P<<jOMdjI+JCl!J
zM;PSy<fO4ku>F~XynXK;2Kd-U{|G_TGmq3mgf<TY><)Yy2jU3lU+5Zqr%~ON7X9MY
zth@^dD;h8k0f?p*u`0qRP!Fku`?#PdeU-zYy(!<x0?q}@ED8*iNVjun!^OFw+7r7h
zndLKFip<*xxtSYlLbidB!8exo8*(t&Tw!xK3Ol9pj8L=H16lK-b-55a9S_qq?Ew4M
zU4^%!v?SSCk9l9)TqG`q--~*3s%rbMX~~Usy-Hhp=p-mBCh+5Qh|}DFX0{*I{$qwq
zbeZN=%Q;<bp_(3zi{k>o5wO{@#K6(9JNs7(Xd%OqRQLP?7phO%T^c!)_GU}Y!|(*$
zISDvhn9m%4klNJw5&Y|N^lcKe{mt2co<G0koP?PR7O$fBG4lhOh>4IcToCxbumAE4
z^G;Ra6@sy9(;btxU20plJ@&(6CxFmQ!`O?#oj86PgB_zVA^uPnyf4`y={3|$WE2(7
zjF;boRZ8)J`4?Jd@#lHRd}*3KR<x7b+lULn{Kvd+{@{SQ9za7N=Cs$$-biUReqlvn
zvq;SE>o2|)^lkjukFDpp>$;QHTO+xtEGHN2;<bM`(IxtKSIU=?F#DbeM3>dqC;amA
z44$`liJf+OQJ8*a@yq5^meUMQTWGyw>b7;ws6xO0r>#%Pn9ZdZg*r1iW)B;*OZ3Nb
zE#<n|TVOHL9_;;I&Qazw1;1WCI?PfE>yLLd(5uQXn1cG*x2oxJ?!nwdFl$oz-sD!t
zm)2syly~v^k84OIB9scdTfO80fod`F!7bInQAh<!JWwTfxLn}x{p;J(C3R%Ow_RAl
z`~y}|OqblTYr)YyivTGS$nK~7Cu^TKw6&jg#7pCMd$k%I9n2lP9M$3uQBD?=cy7cl
zY_DpZU^RehH>be86|N|+VRQjPle@b+9pq4eP8Nl`0%dOP9PiUE0>hXtTwoWrPB)4Y
z?1=$xCoXJ`+`-L0lq3mo4**OdnJ=9HNkY4GY}~jkAZhOH#1)+I-k=8&ox={lXHJ0F
zL|7&9nY-e<NDM0oQz`(M3z+doqdhFqBDyqSJ~$hoI1hd58I`@}oNjGa0E~g}4q!lU
z2!r|=z(D6n*~~ot_0o#b=AK)lqRy@IB8fO!0^imC_bI=^*10&Iyw!UmQ(PbYSOofA
zJ4%#`+KE1*+wPr|b;iwBD7g4?2;v$R;Z@k<UBEmAYAvt_hCx>cQ)sJEds@lQ0Uej_
z8SjFgntL?u7op%KfPPfafVr^Jw7x+O(U^tlK=Dv7r{Zg_x%`2pHv&K32n=`mtm68a
z-?vmc4oHXTKtqFD)DdEsXCHS!5{fdl5Q)E~Le5O<8^^MvY9iA^MD$}sve;)Lb{?lw
z_8BN4<Dk!-%zmV;3_ir0jXk!k%U}}|)-JiH4h`2HbGVH~`?$IVdi%sa2)mAYku4JR
zb#$qsGWKp8YH8r+63{|8`FsTtP&_ypb`CRI!w{7J0b|8(0zKYS9t!?Ut%p{VBn|Dw
zR9qp<FPQeeZguIxHGjW6a3W92`ahCKGiNi~!5%8<q+!+^fcJ6~_2A0RYypK&f#f*)
z@=0lwEDBDtxBK9gO#;GTTHl?u0@jg9GR_;?G-J|>NW)mQ>&pvYiT}?;!fUKd7oNsv
zyD$*#9yI0uuy|)G{Cxk>iO{>$oVp6yjAoyk!SkQalCR-`+}DBHlq@$<^|lKUH+V{}
zD_AEr-^psW&T2MK|6-MT^S)D7pG=HPzQ0%mU(!HQ`4!!fuNK2JtvAB!VKM@yY1xU1
z_qe>wE*pYQc|=?u3D#jHX>+e|1<!T<rqzs_Qz$RHg@2hXu7L)Iu_j@`+U~utLf^Tg
z!My4IblZ?fqEX@!M^U!+H4kkk!FRD2Qqe)+q7-CPsE3}UkH9xQ;YW!KA~<;6weTnO
z4uDTsW3&i9nY<vL|MiyW`fdGBnD`&S43?An?a}F2b@0tS7*qbA^7w}ZEVtoluXDWI
zM$fHZG#f9DyVG8@HhJ?@^0xfD@{^2<NchL`&sBYgdp8!HV%?Mmr87OVt_y-4s|5e)
z`VTyI7M~4eeewG0W!)|6-L}cpUnkQ&6qgcm11BM8IkR;D5u_^r^K9GrI|8d@y0z=$
zu(rOiD`WUQJEtFpCFAUAw1xm|fD@R-VTqi+e2BGO;Pv8#Q|1B#JlKF;&-Eg^H4+05
zCU6dOTInz*%p-ON$ufPYN@lKPv?OJhVYjV_&O^_be^KyVDEf+4C4=MP@?MN7kSha+
zBGNHcE0|Dw@Xz6d&Re$-SFQwcb%lMbgkJ_Ph(`d<iyHw?#h7Lv@YFXcG<2h)nJLfm
zDqKs;I&NFcSesh8&=YWihyM-6{kzmxf|<V|LXs{vPgqH~9Ds)S{^KgeFYx@wI6*wx
zbR@&YzI(I7t&%&ZPPWNZ^p36|_1Sie9Yu4u<LM+Hpi~J#Bz{nv%2hi5>NEy9jXakw
zf9=E&+)^|_(6s<DPyJ{$_S;n?wO(;lv{zY^p%a2{DoRo+iSH_>J!hZ3<9|h47d{py
zSyy#{y6SuCx?;CS_)f-!-pA2D)n==1V6Wd*I${DsR+}eL_CTy3^)A2%w`lyqUu&Wv
z!fm{8Ecl}~?RHeV83kF^T;djJzv-ViLiyZx*5I(9y-G4T`(?5{_8}rp6`{K4voN~Y
zopd5>@+V!PNiF#B=i0_?N&*6lpj~bL_klPi^*pB+)8xJOaixj%=9L3yMuFEU=abqq
z1*I;HRr*EOe>4w<voIjY*f=^^AFAsU2Cjq9XF7tJwWFX9kE0$k={mxC7WkI{J~fxj
zr;A)zillp!CrA@l!6sOujb^fkvCKij9^_pmsOKfoGnZMydFghkk6@1P=@WL79q2Vc
zAfNzR5Y7`0eC1YoiGGoSK#xSSE^Egxt;pyot5lKH5mP8%a%T;6>3O#o9B;+TupWwE
zEm<HwzGMWl%WV107x_w+kqul6Z(vIXilE)Xk*_6;nRP9|()B3?^!aYsJcj(VSS$x%
z#cKb*K{myiUs@Cxht4&bk6`)MFSvKZ)Gg9;%Z$fzNjY*hcAlg18Ri)`iuzDKPU%WD
zKpBrJkvlfm!&UDo=AK%F-Nic`jCUbDi2qb?sWB_Xk??NLF$S@;S7u*+nPEOB&Eb;R
zQ17UN*Zz^ZCTU2!bU-`=>^MkjNd>ie`s-iQ+~u!p2-0I8!au2<FN?ubL`ibnVSAhm
z>s^=b&rz4tURKElx%<1Ecm2s4BYuyE-FnN*LmimCGC$grG}5(Uk>Of+7YM*Ht{{iM
zYkj#)ED{(5a4hQEA*p@gfR*6}D$5FOi!7z^ts!C|q_(Ni^D#X+ienoJKth@Wtkgjz
z;%B*SOccr4$*m{(<ec)4U+O=W<kmEPt|`ka`S$gD(bq3kUn_F*nyaEuaT$^0KflG+
zrIc^8HU_QoP$RxK*nPbv@wKy=H?4jYb)@-s$@#23<^5hs-QMM`#V^)BJ>_F(%C0op
zDV|pPEIr5WxYeDc`|sX+OtFYLuPXhQQ@N#9L9}%Q^m#nsPO0A4aiXE)gYyIf?UU8}
zVoUH;KmBpHN=u_<O(~92%++9fhP8^?0*a3Nwr3{_{GDO;(N!eR%T>tq2<T45UO-&s
z*&-#!{qI`i#3agN4lp^iFyrSO7v$6&<fqa1kxVJGf41Z@r+MpU_c4D^9@dewW2pE`
z0Co8FyGN7Mzx()Wjjuh*LI@wh`~Zk!H?15a_L~SVb<Ss=`As?W{`FkszyEf%-e}hE
zK}U?Hhp@&o08PZlzdq|ftFV5ISvCk(1*s=oJU4N%_>Yy}9S{HZdMFBG1ibRHO|<#Y
zQ`{V-woaX`PorVOh^`^?Kj11$;m_GsT|juvBW9!eUrGGD1h`OjHmJ{GJ!neU+7MN%
zI}z8I07*bo+Neg=z%>$&DYLpaoVWiTyle~V<Y6etyyHRXi^2>OIUUyc0k!X#mX-@@
zW5170MTHY_A%7>nN~ESJD(~GrhFS4k-8sAd_xUeS)d(URkO<X5d(E4OH1veeQ-B$8
zpu=+DyENlrkhPZ>L4CfjL$T0Y&bogXXp{S)lp+O9Zf<=I>}>o6RtHWZoxz}o62M7L
zfN)4N2&|ylNYoNa>Ob55N{n)g79?(lM(kg@ubDYLF0=7$fXOcvhf9Ub^giXRJoj*2
zwe&u)GAgV1?C~jkC@D+XzMn_(-q}e1d6CXrzWySEtr4!x$2Jw#(;vstYCi6xGuAOi
zCF`S)l|E<4G3GusE6Paj(Sbu*oRa`M+DO6pi$@pbg7n|=)hgdCQx+?`JPME+yr6Zd
zf|HEsmr278a!0Kws~h4a`G56E)Yp(IpFyF9t=Rw$oaDiFIe_^)J4w`E`j1y#<Ca{B
z2hy*;xp>A7XR<CJy0if(8Qdk6Lvlb~pGisBki1+!Qkz8(Zn7ONP5FIYXpAeEZ{aPy
ze@AG$Mlgt^2@tjS=stxYyYW|n8$$di&*g`pKzyWeR0O648EwV72aDveO-vaa)a8(*
z#0#;7p{<hA|6^4KP+Y^5cw|0U<Efz_xs`1f#)0M7$Id|%AipTtG=b<ej3m7rDeSgK
z7oZlJ*EqW=0+h2DJOuuYUK%7|@P->OK7R@c!I-+fxedLHO%OBVrvl~7T|+MQXc)Ev
z{$-ZhOQN?+bS?4K(OR|zsVQa@)AFQvdc6H-K$ToYTznHDdppW(`swhrw0V7vI`Y@n
zHyudbWDBfFl{@08Gz+K<T0G#BFJ?38Y?(vj_z{%brDUF{c!w60ph@chNS#jpa!{>D
zKW=~(v>qW5a5<7=v5I>!e^dxgKjY1&C>U~Y?Y2zHBwzOrv8z2bKYOJ2oJd0HP4@aV
zBslZ3BG9J{&y|J|TJ7F1igh2_|Agd0Y^8%@T7WGtfCVUeGtS1s4}46Q##}uK&(Urq
zVxu-uDF!@Eo5cpXe?joqZC!(Ukegi3{b(;VUals0CU>(73C_KG|6kXb@__{{{YZqq
zA=wMqxXi{_Jr%Qcmrx$R_dK^`-_mz%GKR?c4)ay=51C!Z9>9@sys<t~fz$#8*Zoag
zfkYst#F<!0yC>M62ip-6r~jItjb-_c37Ep+zzFyJdF66R&Yg>Kgz@RUEZBj>BTCz&
zG|aOqB4_Iq?*0KaHt3}P9-9^rY`Qq*v@;gDef^;gD%OV#Ps2QqOh$dCtUX+Y+5GPO
zP8XcEu-i7neRZj=jflk^JiUgfoHgn}*z>*@W8(h|0$raYjH8;!JHfIelt({bi@7+p
z82o8_bL>Gmjs7Q0`^<2nBKjp|?n@Br4>_jrC^z#OUd=~+H29Crc|sX|4f{ZC>W3$y
zz_ypZ#mnL<wi>Qj%cTKMSL5Z(&gx(1+(m6JB2d*xGt{Hez+W#afjpLHkJx>9BEVkR
zM#4Z|YU*xgJNTOH1v$Wpduv&fQ9@j{wn0Ide<LwWHuO)nl4zZhRKYbth0w*?S6+dS
z`2hGTC^sZapOm51;3D;bMm(3!BqSXoRh0JWDhqWFsF5}DMV={tk!`d+Eu_NihkN3F
zW<H67yZLtNA7O*1ZyA)9H8M3u`=R0b3#Mk2Y$gIEru2i>yk)P{rH^;9aGH73Yp0|7
zg*xlMisOT`rpoTZxMbh6ZP{mVfPc73M_ZZSk}>a;9ucmN0X#Q<rSIEkN%UCV=zbvH
zYg^Q(Xr1NTP!5EW$X*GgBJG;FE*Gl4!1&5xWbpH%s=t4pJ*7t7xQMblrhMK!TgQLs
zt==If?o1|f(uV@A69*CzybpViP=pCml>L8_35N>cf!PPNZ4MP!Dvq}-+uq@j7`gYh
zP#Dt+jrRTwTA<cPcCkf&!z7;HTl#X6!0mxW0DJ_624_$A8T|~raJVD^<xOY7+nE?6
z`!qaI%wZaM&Q3s50X!NI#2(E39memK$Ki05R4T4h2bir+5wRC5K9U?-y}et#!+^@p
z-ZYF9jttqk`tbdT=D>2(_Hf-w(?;<MDb)O<kY>I-KE(@|uC+cA`ASKEm5g9B>M*^N
z<M|IUu`hqOw5sY?qaIDXHu3i!Eb{_7gmF_@m#5cm47CZmi08?EO-CgL_tTzk>e~&o
zR5PVi_Rd7cLRpfp7?Z^ZcVCp#pF)h)Jp#0;@>)OrjGZ<@M2G=aXxc>oRYV=7;^@f<
zN()TsyYF`ZXAojEWvuuBa3)`x50WG_yzKB%*S@je_L3>)BF|qEg15kae|+-{OrAFe
zEV6Op-xw(^B@Z}%&zODrWAZQH-SR7Q>BG{eoBn5;CXG>pXLsMjt^}>1$WElCkCCjt
zopFD8l>@w;jxs1+>^r~mb6)Sv)cid*3L29+b}rmGIBtbqzS3DTy{f-KA}*Krg_a-o
z3ENobKe#Vqwgd%ESvfviZcYXYGBOh2!A;H(gcca?gkG0Iy$3VjK(IY$)`#Q2ifDTz
ztH{xxBzAOkEj)Cl+uLu~QiOs(RJ21cMw;U2q3OCNlVQgEqxxXw@KcDCo!ClIhh8+g
zQk3ffXSkrAsIfVomAM!RX!{P+U6R6@8Cv{{dd?~y&ijJmZ-B*ZlVnLKp9#F1H5-XW
zD$wNM7q2fQrR;TIyYxasI#*A3JP{y#pM)dx;kqiES6;FtF{&i+-ODveb&SdbCuZC*
zX4RFv(k7Cep=DlU^;lidyhJO5F9oPRo|L}#UL%%_W29tT++DkwLTiM_NXlkdWQY}&
zaj$Qs|71!=Ev0?;5^JPM--YFouos&}+IJZ|Uqm+7C8we+4dw25EyKh_FrT!EZPu=B
zRpkY&GyR2u)`L^iVFap&5^66_a*6X%txX4Q0}_qrY$(5`OIJ=^JP6az|N62DaQUh4
zwK-it#Sh?KjH+Egm0m#I2w%WmExZE-(!WomowgKv*K1cT)fyCPj`ugGqGU=Wj4Mb!
z8(k)asTieiha=tEshn3i`4F}d;b>?m{}7YZ$<kV1Tdinx3t;T@clRevEv&)3n<@$;
z2IBnHj=v8we#2wdd~Y00x&{QKV|Ha<C`Dq{Hj6hmMQUnOUVceFlzTgI*+79ZWIFF&
z%<bv+?uon2_NLP8mV&!4W>lV(?!MGZ-mCbN^!K~4#AGLCjr(j^E+GHmq4mGDn1bP>
z(_!VC0w>pWc#{c;<-iY4j3^mK6{F{>W+!TiQ@l{?oxO~0q0zswWsU4MuLp4dE~4U}
zC^EFdlnDUcs0>Cmuv1!6s6D<Dc*hn0n?wy_+Uq>kckL$vt2$62w$B>5bDoB)&hJ8U
zq9QA*>F*zbI$%2_YT}fdsNO^nRmT13rkD8WYuN^49at%j3R7_2FKlT5q~yYyk{?v&
zEB6NCQ|N>XTxV_T@1qY5^>g~Cb-inp6f#x@W~k=T3j6#uq`Xq5epi2fx94&LGnNoU
z#wO!D-rCHAXHTE}^)dI~!<`}IjHL^ie++3<QuvB}RMVhcEx)<2%*UqpgHf1OM8Glq
z_hWjclk;Fo_B3bFBqB!%&b<4daX>-q48ebVRcAXc?hhyDHwn23%CkqFY>XX%UkVO-
zet~WQ=X)SAdxu5~xI0&7>7Hu)eQd;nX#cZFr-dr)A^?*qtc8iLJa4DrK#7bsO17Vy
z$4sK)zg^BL%s7^OMjxtdEPQ7Z@B#Ql2QhPb>;;gq+>vl8_Bq4LgHDUMh=FG4DdgA7
zC=MtbIt5~WPPp(Jge_ku;2+J-`{^Z`3fxKaaU+huE6%N6DL#E)aK{(d|9e__cs0%E
z&~W;DVZGAT>FJ-DnL3Z%gV@>II)uWAH1A6v#NF(DG61AG=3mN+_^g(dbNAyvzTubd
zdi6f|fr8&JHePHgCEkgt(=K~zuA%-Z1d+kM0Vq0CDT%a{p`_H=r1uf<;|mO}8nJmN
zKTupn7|HZgKyY{A<b&UVL*<J?x`1qMre7DG0q(EBeuy6mq(1}ns-hZ;5_8zaj;{S>
z=TomT+W{1?wZavQygwqjt64Xkq}_vf$6-z$dM!#F;9PQNHZOHtRO@!)k{4fvWxVCP
zhIxb+%VIUFqb8je9)kzEL*inM<FFXKjF4bjBxcTe7chXQnu1C3Ldj0_g52E%nbh`o
zf^tHM`;a$)#4jn_6}^T5>}4G!>K5uY*eLKFV(TDj5FI2}uq54!QcCMJ=@7Kj8)`6M
zwX_f62kIzuh1lVa1c(M;JFITk7tD-c!NV!pfcd(Lo*iDya+7loa!I>L-<F<|oto+<
zxNNOQlbiJHzl*Qzv-Q=In_ZX9ZyT*=+(}|$hu8IuZkK-MjlTdU@X6#)7Z-LwAJ5@p
zWoh^T8>&KSz}-8=R|gdyJaS+MOaiUYb|?P<t$W8{eLnpf;oj;mv`0*tHtjk_;PMP`
zzDR$XNbfr>Kw>{zvX^w`Ub6P+{brc#9G&74oop4<amO>^g@WMh!bLl`g613Uc`AW<
zDiEF@cQbBUzLPSwf2kf|y67O|uKWv&FkR1n#J5kiD7MrOb+HBSh3S}=F#j&ro-haT
zxr5?$E%^K0-W16Cd)Hs2V}Y7eCFJPPgsa}#>0{V~-M%+c`_20(kK*tx-><gu@R2L=
z`TdUW?P8h6n>)%IYF=`$e*HZpqI-$0;}T|6fMbmFN6zA91zef>Rv63>^u?o5a&$kx
za9xF@iD~03KOM|^frM+RAO8Nx6k3aZfDDtgc4N@${Gt~93(&pE4i~{cf}MXof6~Lv
zg`Ho~vA=-ogO!eKl_{Q-eIwtmDbJJ%k}uf$t&Rk-0~x0Au!-t!&bwB`HmyOUDblmR
z`kjI3170yqHW>?t&f#tyQ1_wWM0g*_4eJ+LB6;cI__@>gx!=>d`9CdT->`v)f#+Xb
zAABh|eF{L-1-Ce#^N_n#G*T0%W9VKWId1jrlG>Nw5B<-R%BPwqAFFMADkvgWHlBKT
z6C+O(Yl}nktKUuXi$MQrmHVqq%ceT>^vlLN<(-we*?RXN&ESvU0uc#4fs(qREciR0
zrO@gveAy-HY2bX*xMBz#%0+AI!6>Qu$gk>9p&S&9yvt0Ahud&t6l4LYx)i&4Oj1xm
zGVnI2hX~3+<$ttLyYhlXGLS{i%)+CIEgFL3Q7o6+^<on9gx$<*l7C-Y4nzBdphbYD
zEwecNKMcSldrXCT<RqRETo$df{i{prQd@caB#^{0fy0=#076gB=I^3E0b?QRTYAH$
zl<Y9f?tOEevUixYft%E*Au?`@q-nADZM+($d=0f;uK4#iVGKQeGFyKAVQi+w`N<0H
zhZ|?MrLj#9xE=hfr1wE^$MjR2kU1DwVR$c|G|xGBhctNS*8B3)4}iNB2c#}=K&W^%
z&Jf$;en8H->VrKs+r|F|8@!B6^ZTsx7!f?uFO9hMr>{bGA_wdkLBO53Qg$HT^EsW9
z$cu0&cu}%TD|#fU%d=27SZFc?o)ZKA%;uO(#I4?H92{>j`5l6IWpXFTFEP%I(zf{U
zVb{mS#kg2a^=t;mrB*X@s^^|#mk(h``1BdBwMppK+veJC+k3-lnRnm0REyLqC1_-b
zpkeH?!oi9TNfLl3nXFk#!Jg5o+Pq^-Wq)R8{g<?STDdb-)8V|GI$gHK+w$wcR(v`X
zOQ{ZP<&5IweQ6zf^=0pd+`TiVRF?R_C%yx|_ZD39;a`7mw>wUMII{*4%(<Z_#lE2s
zOc#ph;`>iF#>Tq>^=Cv(*#X>-T|EZ9U3;_?-WYUWjm`ma@xh<-Z!{PlssmuD!L9@K
z=OP?X^!Rpf4U5?sPA^YmmWpQ>;=d4ZZ9?))oOUR~0^o)DlTCI|E#_K=$#P-MKJ(hV
zQm$LNW8P8!^*FYeXsf^4cCqs#|6o$auxpvj;CIgVig79jrK(3)0;K~M<|nF@Ki>L%
z>y9VkPC1hVMd2&qyoKajo?fvfg5gs9yM10dcHj_pZsq*X<9Uok#b|nht3i$2WAp3I
z8yZzAw~%$aG=Ms$XGnhp%U#n9ZG#ZZ&f=Fo1%<W+z8*enA3hTrMRhIm1IK%m<xib!
zjsnY43Ds$B)f12Ic|_k3H|9V{P-9!zqMe%b1&2b=A*y(q3jJ!G=-n~?_twdIEL9xP
zChMN7^dK8x3WT$Qa`M2TXeeDIi?~L;D7{;v#!rhb0zGj>gg{RNOStYQt<9prrxnUY
zukrJRdb|!)yTLR)1PW)5QBn^93|6~0_n=v^*e5)R;h(CK;!6!!Hi(W_7+)T~Vs@O1
zGAHosBiq+ORc0bmk%BH-H>&U*cd8UL`3Dm9y_fev`MIX~H-4ht+$@%srf4uyOjB~p
z^v1^W|6PuDB52nL#r(Gd>a%QBe;~a{b1$evaTm5-4KmT5H@#gYFG=DD7}|~=MC#OI
zJz`iHGhyBmmi`L64^cYK{g*`EHkncVz<3xewWfdqljiE@yfMosuT+(E_rgxT(^2xf
z&7==PWl@GU+6Qev`pSfa5i8r}1Ahew4tuRt`M6H0jRj~MEL`=S5K%Nu#{E;!g}@8J
z1md6J4};~6?d0_o&ce6`g<8_WC`)gzg@J^LSj6ib{OZ+}4?LMcK0c?dQ%j9w-S=+^
zf5Pkn68}6oiFY;QyJz=$+E#7cbik`8Ht$_BYnn!EsVVmVZtOgk_~#~8BmY+El0g<@
z{yC#_*b)2e&y1>qi1gId{Fl>J;%Dja$*?P$AC%59zA-kN9|+~13um)c1~vk3l}M;M
zVukEkg*?G?{PcIpE8m`=lc<Kc{Ro6BliJPt50~D>-ByL=XPqS7-x0bw6H{?NuIQWp
zSNdAme>)<YlZ+7v;P=@;!IrvP5O-ga+Ugii=X;m^^ksn;r>^kdpc0qL*7P>uG@FCA
zi<7Y`(vNkl{_2`a+pmhfKBSI+6GAxzr>4k{dx!m7$x+Va%upPJ`)w%?=0V@(!a-HU
zpQS`Tk29Svhqsq4fF*bK9NMtWk*m$bZZPi~re+cU<$6l<5-mo9LhXOum;B_}$={P;
zlV$C>hw$JC&Dq1b+fE!hfD;DbRtG%s4ik#%f2+3!ntM>;haTX8mt5BNWWHiBVg99L
z8cdt~w$}Nj&O|~bE?^aL+yz|i)PaKMf$amT{GGh>|4wlyFE=qmTT%98_0}Um4&KCJ
z=B`Y=Wvi0lbNuT<sXW;gCRNJsU#N~-$-?;E-{jN1^6~`cKyY{%(1EGOK$)~A{9P>o
z6%|Lg@}D`?BRy(jJ;7I*w}9qHz(w2V3HC4*g|l@}PlLU-)|geDe!X48h{oJ2fWX`j
zyC}9fML{FpEu^aAm^LG!;4@k9!)LsUNVj(rEik^1woJTJVe!mAFM~m3EG<Ab@+<8<
zdnY1wFETRqaZoByp>1JhVLohb^LuP)$>Yh9&u5r#9Z_kTv{fchCMIAML#|iyygl~p
z9?{fn&)$~G4cpbVA%EXyy`U-C2d9>QtK{nN`gi8Wa)XK;>9r@cVPYLaZjwG+7q<d}
zO78s59hWPSHPU}kV?L7mtFHLyN=CA=>H)CVuVV@kXG0z4nUT<>uwmoH5CGF=xojYA
zqy|U5CP07{WNRc8+XZCKF#&@4jc@mC#nWebO5`EuFkvNP=(rj{j6UHRkYjSb45^8x
zPG1+lE{a*x`#oh!&bE+s&x_I5D>JkbH5O+TPJt%AnM3%|5%tzE_(44_Ng4t1>sY``
zKs})epwz2^R*8wFD#0$*NCRXa#~U}nd!s0;d4wMe0iur#LBN?%TxR6|_OO;NtlG1z
z;W75D+Lvl{<Ltq-Kdh0``9+_hpiQjM>jM}U7FYxLkB9-#kbXD|R6ErwLF~?wF55SA
z?e~WFLI5)qB%dCzywU+gYf7Sy8Hkddm|{*bEnp5qOVXI>?NaNpAHV|qgWgn28O6}!
z<z$55+@dz70J8cN7J`@jr(~2ypR=KBQ71!*FW-=J-@KD0bKMy!AM~kZbMYFonj714
zBYN*w>0V-=jiwK{+XX3Q7NP7Conpnj84YP^^AlB+zT?3?gXiY#)VJ!J;1;bT0Q->|
zy{1^_$`+M0&*P=c_*RVrxPsPmS|tP$(U6}$!F{9Jk?@-JCg;5(NnXF0C-E0WKlx;D
zwjw<>4y$#vu9p1P`}Y})vMkXayT(^HQ8A)-`GTOiXs~XIe1U#Kfvj6RIvbQbQoJ!R
zI#KgtKqX8WaEl+pVrUHdwXZ+Pzoje*`nce9ciBxE^zpc@=`_wJ<^!WF;2{e`GKMfd
zv16ve?s0@Gg}?5`MQN6C(gGNoJk;KUP%9(@Q3==Z0eGl1Q(Me8uC&*~ub9D(pUyMq
zV?7%mVb|(qr_L9xcAW8{-A(Qz1OH_B*x_K5AE>n{@Cw+G3H;;v!=B(LxvLvizn2pR
zddbFJI3(bSNCqzLW!ObjHfdh%G0zYwWRHVy9#|vW1B};>_<x}-3I2m4L@J=Su`iH!
zAdt5Y_9qj8ESdJ<_}Q=5d9?RGlFmA+$^U)hA9{prbjn7Ggn*>f=n@f>kPhh(MY=|h
zkQQkP0THBIq#FS#3F+>x0b~0;et(?($vK>jXU}uLulu@Q*P_#F83UCcf#<W2e1s^z
z-0cO|SIqO%nGBm>ie`I>1dPq~pZYvs>&y0l*6QUr@WIWDe;OH9ntW=|&XNI0!NzG%
zUM2{o*kupZwJV^?zIAcQOkFKJ+?CDFR|Q}PmPnJCM^v@y$;KQ%ZFOF-zY2lnvApI(
z<&s0lg+!y;$v9?aL2(ay64r>3rK?|fR@r#1*ay|gEn{L*PIM&VoWu{)s9(k$TkWaA
z*tnx%XOGn!lh^8txSqttz{*u12E36KR6XL6RE#}Q&yu=r9bS}voPPB5P!}Wt%&-z7
z<Fc_s-%^@t-BPs{p^?egM1_;UxSW6oKhLAa9ZPC-9}H|6chSCAP)sx-(xp;1U2tVg
z#y&-@E2nAw_4!u19jW?tm%_VVD~C-tpD7KSOCyiNlOO2h*l@dyr;Dz<x5fs4>@I(h
z-tjMydtoI0`UQ-8_)VR?9lQ0nS>O7y*7iM?6^^IyJuU=@46Z(5hZqBE@2;~yiCa!z
zevhUDmll06kcWZ;PS*qq`n#F7HVM>n|M3?+sLE4mDcRm43$(v2W2j)DjMUjL!+i^G
z6+wF>EI0(!cPm_Q47hT^TbL!}85TSTZp<ae#b1TmeGR=n7!slGhT8{9$tc(GhqY^y
zp^y|}|D0rcN6C5u5$+IdrOKu`1pC%MivS<sCA<Y>$y_Y!Bpls;1GW7LjVI4y+&8YB
z^B=w^vte^F`-I@(j!KgedxH9E^7R-o$_2kIU5O<UFy#Oa`WBpXsZ--rn^`0D9^WHZ
zgn4!4?FigC1X6MSUt@>ZgZD2B+b=nZv7s2t)aSOxC6&L$o?vl$k8eFCVuRADt+jhR
zF)O0&U1F~9wB?<z&My`Fwb6iJw0|rxfe0p>l`eRFv>8J|zih15nF6=idX@p5iCwyY
zJ73>A_CqflPQc;}!T;jqXx0*MndoI?bC?|P)}(%*$j`v}8FSG^%@J`#Q;SFfy!cY|
zbK|1VbDN(fKYjjT@R=MMAnk@;=^vZJ)EO_P>~;MzAfy8#(Aav!CDRLxAjak^HfCz&
zxiO(^@t%zS*kfbegJJ%6M(<s|eNyqzDAd&BPTERXm6P{<F$(YQe+_>6noW6(Xa%?#
zy~0OcMdjmdfUA(}?~uiaNbOz~ZYwtHF^chRH3#>PB3wp{Ozg2S$-NKoiNlPzM?uLB
zC`MLuc8x{qcW&*<7DNUsgwk~hedtg|W`$06OGTl6+CM-bo<m-?81fLTgH+;ND_tLO
z4F6B(ox1)*`;P-WN*xAoUV(HKIW#tiDH*HS<iD#?^EO55Mwv`TDKO%)>JkIj4&Gz6
zRd0?eX&XK;ooE!UOH!mt@iVru6SZ^cykLQ_5VfbY6u9!#Vf`G`>B?*|YSuJSk2zPF
z)A^vlgF=}C6sBTWqL=aow=;KfAMnD&kg-RY&$#iKHcfp-Yx-H%*GM$9eI#qMz;qbA
zeEh;#OdrY|2(Trrcq7aw%RMKdHKL!Dt`!9ap?_t!_fY)~xAdsIwk=_=-&-uV*YbT!
z$ZWcwcXW4n=JDRG3`{qk^S5_lN8{`L;EC6%cD)rtmis;D7X%+#(hSXu>VP!p5Ychh
z=^7Pae&qm047lL+F|HoC<1NbafDVOx?*z{=4e+tu;6!&hppYA>d|y+|Kbv8$&&Pky
z(=vyw_dFcxPeZt6p@?+l=8dzB9$+l@kxzh`^=$2Pyz2as-|chqA5-%qHU>-I7i7o&
z>^U7>ig-QQbGbA!_R=%3Q}*)n5jX+c1jH7WN4yX}1K$&U9eW`>%pc>Dtt#dB+@nc$
z`@(<qIABcNx8n(>?Dc;0Vd9Zwz*56)p#6#In{(6Bv&G`e#gg;IM;D8{%z+6~=iFUq
z94*+W)}yNGt-OM@K(}8D-71gKY(*K@KqNZTWYARwh+D4ckHVD_I6ngnQ#R<LKDMjg
z>8j)6s#5f-VGSB0L+ILgCRy_UBeiAj{CVkLNVKLeJ9(LD@EXvx7L$BHJv3N;3{K4S
zN4cM!a0~Tp3eX_20{XuZJR7`jGUpL;*|2%p^-u1n%EzRq?j$Pxb$Jc`YXLXo$3M17
z3+_{Qq}(KA-~Wv0MgZY@zCPFIFtb?b6nk_R<>}n=r6im8;|4si{B^r0VA5uV$j?-k
znW5H*um^w!3;%frRt4`)lkXak@5VDv3fv#%-=7{nm>Aig&^r2~dH6?j|IdemKOYYD
z;`jA#uS)#=^cGtNEgwa%w4CMvQL4q5-wTUyCB{pYh+AZ6H=G0dmkvNGVE|gnOb<Lv
zUk=?2Ov_JdbJmxShDz<Y6I2&fL)1w`j_%J~En)(WRw`nM@XpvfRdmp#0@YC8<(4vd
z#v{lPv1Ud4y<;*w9~&%QFjYqa5o`SOK#~Cb7i=AIKSy?Mgk8IyDb5(m;=5Mjsm+Ai
zwVw2q9^bV9E78&HfZL|Ebv^9o%J5sccO8U0-r4NHZtE65#42=I*q<K@k>4~QO&Fld
zLj^D1cMPGTw*2~Tjj9u~X0sVg0c3!eWnJ;roc$l~$g0%hE7(3_PdfvOU0U^{XhF0?
zf8%7_C0Kd%A-|J3V?5kqpY){J4L=&@E#ZIYTK;|ad)a}@_amn_^!6@{&MuerVz<T_
zcd@aU8%cAIx`wP;IkF8pUpKb}21Bjno<zsm*S_KUOX1sU&b~=n-4@%L>N_xX7x9AH
z9kMc`fEc6c?;#<h^~LVT;Dd}wEmNaZ))pzz>~r|rl|eu%ReO4*JU(%-6DB9|;TX*I
zbzuLoF%ZN+<CO;e7YrL<4h!iYWF8z`?Sv_*vEvs~q<77#MTpPs4vYEKJZp9S0zPHU
z1hxc*?ckku@EfO+3Fk^C9ZW9k2AI(>S>r_oWLk}Y#!40la3)d3pa8QEt81uSx7~x@
zF1U3s;6kHwiYjCmw91bi8&lcu>ocaLEK^r!@DJ3lh8e>;xAhqv>a{b{`G%LD@=5E;
z1<Ao)ybPKA$Suq{_-y_-X7~=Q(4t%{K9LsYn?}S=*P`BSB^Yy0Q(h1xPlI1%T41d~
zp$NOt{Pu`_6q~@R&pHIRj;7(0$4z|ja{X5d0f`Ok1z33q5WwX5!>V6>%S{Au1;qu0
zj>Kp@hv3ms+Q@rYm?Bm&*31k^L0^CyLIDau_E^*u&A_1FeKQGA@^hBD4PQ(DMj^C4
zM=`)|_3`;J_{}bKv>_;w>PsOur=@xM4g0U@aQIG8de6`YTj1wc5@-4o+sLlbp`rVm
zhuU8qHiue{TCQHV{9e>cvSCOnnh>_Do~m(7(Wo}zc_{qmC?^Nr`@G;eH5FPgE|cIJ
zk=;+&Jutfp?yC?&W~+P<(Mh;gm=47H=?NY?ROReIq&`u4&R+Ieu*>&$F(V7;K*R0X
zzO0I@_1yfdeiqB>NR_W!9*lVr_iKe94Fq=s3`i7lWdai+8KhJ2S0C?j`Go42xhhrR
zC4%cj$O4NCP<bZ&d@qTs%0?qgYLghHhYE_>QS$mu1(=TR8>B50LvY6pQgapRIn-ux
z1KmAchU#aKs1qnTo#^{Ll*0YeaI=B=3tR_EU73dw4brhk|A|3B^0=hIpNW2OJ__-a
z)xHj@qT>rJ_M6aqdfX*9ym$9UGcts}U4o1&2;y-RB<Ibz1a-u;Pgg&Kas5aqiTsr&
zB!ny>VuO|okS)m3w)7A8<YmTuW+FXgBGrcA8I0iyEu0N=Y|^>oO6Q*8bc{@|WlMPb
zL~FKMoB()%LFk*`M{CeHKW&uUUFcOu(iLm<zF*_IU*k5XA?(rWTzH-zDGYKr#}V4F
zX$pf(+uc+=yE0ARZyDl=91)0+l05_PFfO+<6E}&?8(kfrz$U{-&6O@4m)WgF;>}EE
z2gNOuFFeZg(C(%K`W|DpHXXh`7)OW07Zegon<j7m>J|k^4~K{b@E!UMWdye58?zsb
zt4aPzB2NL);(p3ynBeTrBGl1n5p0UfdG+i0_myDY?xS=bEfX46NG|!9O_WX{abn>~
zqID)DDpMkI*^Db?pep5|8nX^03*|^24A8qYd74f*<miGea>8=7DbxyKc}8ik6hTTa
zvL%}2lg7C>M1FafkpwosnE6KOQQ9NJs9vG}_iM_<o;98%!v)xSt|Htg;i9;p#nC4x
zLLCC<COjwUg?nq_U@fL&CGLIs)_Wo{VO?ay)hC;CB&~JQ^+Nqd!=cy6XH!M*Qs3op
zCnDtia8K&rUuJvdzJ9rw&^(|fp}F<*Zkr@g&hnk7&HBj=3jClba3%{K%mZwV><Iv{
zOZzdYErwtYTPb$>Hh`K2;)f!VMB|<bEJNRP!1-!uAWJTBGSWgPsC5oPOMiqfqmP?!
z^uX2EudVP<2<W7178V?Y$o+TJs=V$iB)}IRBc(`-6uLTVGEAy*21QGR?rTFj^5~z}
z<6<m<agHny&`9rLg7xK`;}%rU6f3co!lT&A-L|ULmbh!W7?yPnAe6ZVUCcgdk=|T9
zJ!d&`yqMB!prg?(Dze#$<%&}1Nsgp!%1Tp0i-hE8&TJy(uJQDv({n7-3a<}RX4`YB
zh*Fchj>7nXS=z;dIL-9%D-Gn9&jfQtJco^-k^lzvbGD;qlD1~epr)kYs}PgpyH38`
zqdH&A9PLd*n`2uI$<JTSOIOPjmw1&+hIbTq;AZ%zJk=1W&ZQ=X85{Hf+`4|}nMO5p
zWX23%HflKrufwwj5Y$Ika5_Xd0>lmxKzHFFZW^{siLe@3e3D@!ZH<h^-kjyf8qOUX
z^c+|X_l`f?A$vlAJr5wEoPY@oUTTyR^OpZ|a@{q4GuM2$-guaD4`B?y&h<E)JM3{K
z(r>+Q)CT|g&d&Sp2jU{yYs2aHINf3RbCWaZCE)kiZHYT+FpgNVKX089^v)}B`cm-j
zQAKBt;pkDnv-sb=$%q#Z(V=|F0&Z`wY00P4lJcK*qJg_l<QiL8RUf|dbr%J2W9CLA
za4Pjv1wq+T04X{0MX&0>TE2Ca&iD+sx^pdum<lD`gQ)ma4h{{<24mQye|dDDo@ETE
z(UI~qBQ5SDh3;uKd!&WuGPM64aCuSSCxYi#|3Ks!<xRsrmL{I6SxdXX7@wGzLhMsI
z@A7p>AazOc+N8lRKyg_S=L*~oy37tRN*W@HWC%H{uFwI*U6U|9HJAftV#5X&QOIVq
zz$NWa`bDuVfh%KRu?(os&!qFx1!|AO^@B&bII2j)zgg)-=q7PKz-I&FE0l3ha>sa-
zypTbMa?M~zEyP8i3>*VNwOTt#9n5HU@*)!;3Mb9yjZ2&R$fqIFN(JDH+T_^Eag(}5
zqxbn=4y_Hk(hrN?xA4>58kw`$t6t-E03Xru`Okv`#p^D=uJS9@1!&y80Fjkj>v8PP
zWWU|SYxAKv#1rxBi<2E!TH6Y~qyaj5Klu#kRNRu8d1FnL_f_}!U71Y?RI5x@q9r1j
zuKk}*Y>c2JBY}>T2g^v`11v6nD5Nki3?c~D{O5iMkuGGt#aCE18|r_BI_yTvNaC(d
zNnU`TuH|&XfkraG9QX_!>SfWj(6+yub99iszt7;Xb1LFVKIwU`>*1~sShM~v=#B&2
z#uGW06N_g9+8*E9irjwI+ZMH2=2dyL6z*9YFEwdh{aR=h_f=UuypPTG+y8R85^sct
zir>n*90!=~-IfeqJ!?ABh`KV$yRsb_Js|rn^YymXXSucf>T~s3T;qjU#fh!k!oA06
z;GE1WWRv=O5D0qms1p;1{>!m)LQrS^T;gn`iOa)Fz{-a9w<7MP_t53lJrOuQs}evu
zVX^j%T!L*~&$S(Wre6cgG%j)8rAlla{A!(^yYE>y>(qMJZ}$^_Gazp+n+Ad{BVikL
zhM1u5#22Id#R5UK+=B7egH)9ZOB`XQP$OYw0i85NyKp7`>Mk@I3d(O^8cR;4m7W8>
zxIFRM4=#^(pqCW^?Y{@sH=scboimCv!+5QNr~w2y_CJEEXRu?GTvgZ6S8_kuE>dj5
z?KA7cX%TbfO@D^;Gi9ZbEsEKkMC$;?#0zz$%{~qWsIs+xB=axS@~fNMzVRigPnb9O
znO<z;OL1y`yle-<k+tG%<7V(rH-Ck;c>A&hpdKcYj&0tPftcchd7Zi0FH^#*{9ofU
zo<oIlB&`&*ScKl(7j<Ttz#5~7EYlD(y<pYVeDYH;5KqSzVQ_eB=1Qw>_p!X!MEYF&
zV^SUcL<)5MuW{Xj3CMo$A|fqTx-XN_;1lq^tFwZSVn2pOWVL@R6%wJDa1+@EXai>s
z(x^2JEtELtkh63SA`;XG-k%{Y5(vr8rHFv0WuEInU>&GJMGLUsHBmn7@&bJRMe7ca
z6_VDeNhqWWwF%94fJAn0d%sbLPUF>9r{;=f{j=JyHOx0SQp(N!o&VvR5^kr8^6hV>
zo}!aJE6@ye((YG^U9VgY>}~$2Ii$Dcg77=D6K9Xq4ytB;kQI5BwLU9#n%GIympsM|
z2lM;>OZbdBiZn24^83E58JQ^-5&^O;uDUy!lZ3tSS|+~xDhe<_-{mt+i?Phd?*szq
z0*nv7e*ho@KmozVTT0v&_a8d=i5a`{xv(@~{Ncyv4?ngoNK9b=CZc8jqbp~Hexwpi
zg=>iyCI{>;cl2E|dXh=d7A$Y+{mO10)zmNKI!+BTO>!e32EUYPDCNIJlC=T0*^ee~
zG|1`j*`Dxnrq|1H*l+;BH>(g~p^ncGS49FPlPrGLj>L~y8J+5DZWBIevR1*D+#{6g
z)k@=<iF}IOPwCp>YS|{h-B?E1@xdv8as+rxOwU7C=sbhTPdiveV4f6FvAsNx1zE*=
zI6SKo_aSt7oK!+el1Q~J>b-2rfL+fZsJm9w)Wb1}9>)hK;Qz_bC2Da6QR_S0Mk)O|
zH~=YE4u(sjU>MZqlZRn7f5@w?LHZ5B{h|vVxdKGtMg=#()ou&*2pA27OAoKe;#D2L
zrvmIR^Ns$b{7fys{<9e61!w&{79338aK2;1w`S(QpLG=x5yU_KdqzqxCS(#cOZ8EX
zx-g!mD1MbogO!|wr5%@;8zhE<4&ox>>XxRKbWj88r2wr?O|}Ev)ikvty$4Ei<%9ru
z`JcJu?O?;H4$T<e3F!m}PkDK3<AnlH2n1wZ+`eOrR;0ZEf4dQDuAj|!6nrQL+l@Vy
z4E;U@D;;BhaV{MsscYZ8;i!{t^s0o?!nmA5FP8#Wt}_gW&21T}jUBa45uc+eBj?;S
zcX#>SR*52U`BFF%MIwpK|MU;o(hmCYr>OJdQ~q#0rLJ7oPKm_QOOJ0AHz_!f$RE>0
zdrS1+5mYJU_zK!9%MRX18j24wx!K?k{;*+Sli}eCIOtn<rxSz1+c8XcqOSLHLHQU{
zFZP%C9T1Ra2g)r8u$xK8L=auo5&XUvgycLb<6J7U!5-LPvuV1${1{ZF#p#GDpwLFK
zX@m!%GGt+t9JtME-@di^LDX0A`*I;|uZ<Wjcto;{Y`KAs9=8MVRwxVqElUMzmhToS
zaLtl<LbP~03C{)cF~RLriy7}1vhFv^({$_Q!+cvAjxfI8Z%Y%)fsq-0<>i04hZ>qY
zNv}A2Z$7;R>@{0Vp?;FGZ|hp-rcd>sPwZu1RMh@4b1au#ihL1ST~@Lhdy1y{sIYD~
zv?1|T_<(AM_9GLSVcnx-$M)iVaqgS*Q<k#Yr~HT7BsyP5dDcW<w}(j->U^AsX_lzs
zM_IB;hNNoaF?IwyMt)O^=6U{s?`dQ%;3DdN#!SZX1DBTV;g82p2qCzR`8=GT->mUG
zVO{B!m)AY{kG1|~M~vNzf%pnauE|JBC*>%Q)dF92w=W`v>b)+BXMaD2kf&5W<=>r(
z^sD_Sw_Ok>x1HW!6>k=4cCY?amVX6uCrR))=s!3;uoH4;(qpOd?ax1%t?eRTurIOX
z8<t44%owa5+WZ?&CqWnef-Yv_)6)rqU&2$oHCmJFStY-v=1jb+%Fh2B4mJ=v3I%UW
zB*s+~`3mW5Z029Fa2bA&mzm8%zjM0zO7#-{MoZ`)wHff*wwj(Vn77*n5t>47f#~oZ
zSW_LeLu`46r(ywc7p7Dha8K-=C`ndN9&%B|KW9yTuJ!yeNeC-s2=*c8(I^S12n!Iz
zvA#Zu9CEPwudlOmR3G9GG`Wyd=t72+$RgyVXBiRxR_80d$Dx2C>-r}?DcaA8{R&t)
zT?yj8PW}i7Qp0=f4MJ$EKdR`i>Z`xwqjf#3yHK<_KY172Uu4VAuGi0DvhK-@%-rmL
z`8WH4-~4q_<D!x+5Sc#;^8Okc?zkl1mZ9~T(6|IH9NS=TKaVuSfqQ(_$VZ$<i{M9(
zj+#oE@3N5bxP<#{p4afLa=RPkfz6=|-6}YNFxYE79AP1g%$v5ndLZo0fnICL>GnQc
zTe$<H6mH5bo449<H!Y5Zh@?LR44K)TcEZsyH^8E8h9r^>WBGjjZF@&3g12=7-c8#H
zH;Dx{bd8kBVDwvl;P3%xsOYZP#*j>6g6S906~sK{1CDR(GvCZgzOlPl;y+oa$VQdh
zYz9uBxZb87H5(jVPaUDA%6$wT`F(0-G(pXaVug<X$)sFME=+!<vsjh8(Nd4{vy^P6
zo_jS-8<-F1Kq+)+nO31dGWS{7xaQ|kVr)XEC>Iqr*XmADcN7lP5uqW!KEVZ1K&Ok^
zE|hKK9pINxBc{CnFfNL=r#tfXTKBt?RTRDgEa@dRb6iq#2sh+SbW)%EE08=fehRQ3
zhpjsebY$a)R1<wt6uh-6Crmu9eZk0JuF5vb?iQ@|Xp&diH)W>M;GAbZ9OS`aL0Jjm
zj#>Wpkwb%vhozsBsww(`!8;p~7o4j3>$&$8!f+VqlUbir_ES-`lBq8bQ27jU$hsiq
z<nd>9sK`5}N4F*XWr*+<EY?XhO@bNTtD<mAgSxpO63U(KFK}3gKm7uTIJ&2}b@^(g
zWEWr$eZ_Y8%-_e_m;{YMsGIQ3sW1`A&T)(>#<HZ|y{O!|yp;@N8Fd17>4s<RI!eq<
zxU*pL+742JFQ*Bmmfm``?Cb!51}T6yw|tk_0q&EA#`--Bqz9PD=P~J30$W_IpL5uT
z!7=ZL)?+eD-S-JXp<)c^O3Damv45@%xY*aC>jnv>2ZDZYJ!v|FZ-}bz^&|g$wQJ~N
z_II<r9{bjFRKI!TI<mNs#)`4@ICa{EF6Nw6V=TRoKTg-JFuZzqZ|LgcSqHq<6YO$}
z9I3A!q3wl#JO>(@1TlF-=B7esFNIBw5kFgP>b{*RJv~bIobJ&&ax%q;H>)n~F<<8n
zV=ZfrzNj2MxLEw{^wV75x9t(&Dq{JO0e5Ggd(XQNFfHW$dlF$j_x}0VJJoqNr&ItP
z+o(|;BR6_Y2RNScquXh?S-5{vD4$6YcMH>YgWnRYke)PCE6o`B%gO#c2K!kg;g!Fi
zF<nUwm=jANW%3+Glp$s?X6wSV03+Ox{&$m2W%qko?|9^$-rgF~BTHzdTFa8D^@;CM
zd5|4?NRD;_?-}{`1hV;`Kh9PY7>t9}jq}XwZhxh35wl=hq}B^vGLd)X?Qv_jKf~_F
zUw>H&x&M5`tQ7AN#<h8G8G05O1HuDaihE_PkMJJz-YHgsLJrZFv$TF8$jVSe6T%xP
z$}k^<cfTT6W&$hkfmI1^plk!^nAd$A6n$Y7Qn!F+DZvc&NLxmR-gS+!kEy0Vq@Q{6
zLFs<LPTLdUf3FHxtSnwJl-eJ^>>wR%6yLwbj$?=-#F>BID<qvG0NTBo6_XV!sjVs~
zqYgHsM;~18-9r0$t`C3fRiar(h1<zZEaHR%mxGoL4>4a-*j3G}+|EJi=ZyAfREiX;
z9r7P!{{>1<3ZDhdbu9-kZU?s=)OP*8_5r@7-e-7b`y&-Lm=uEF(M<!n>{D>&XlW9_
zN({%!!IOb$88Gz}72@aEon}7Qm0M0NCkqY&s6lKb9up@zRS(~(qpd${a*y$d(6$T^
z<F055^bhe24}aqsa^>cIQ(CfJR&gRCPTo-Wp{`DgZFo5O;)3dr=ogy}OefoOtwT8@
z-}qtj{QoXT^Zz7nyAK<gChNyI&^?n3s979!2IwCILTQ;7MO<Z7Ixa9BODE^4G-HoV
zF_|(z>J`lJ`uYomYk4SU=nEKpr(|Qw;Qz>-7Sv&{6FlV`aagl-<@duNwRCJA+_Bxs
zn@SPm%!?vOf%^bz2gAD1yNt}!jhS=soQ=H`Q;av9v(#?b{rJq$u;s-Ib~;Oxa#NT&
z+dRMz!wsPXX=#W(2&V+)1F-=>^<hJYvIlcQF1wZN+}s$EnIjuE#{}uPI-j(Y_>*j-
ztkt+qz||tVP-bQbNXd4q|A09>R<l+6ZzB)W^A=!)BqL888wry@nkLd8P_9Dx6tWF-
zt3V?9!M$9Qf0ZLgSh?Os*RfjOg(lw+l>jD*w<I<n5d8`L!UG^O1sH%O;(>7o<{ER7
zz|T@5+029cPie++3k$S4|3?VBe+~we$<cu^tagvC9DT}#ttcl1fV0vzmxr$+ZE4|x
z82LZ8dJS_TrsSrsjC)W)i_Xj~08RU^!z&l2LNcy$`Vx7T#ZH9W2HtTHCy@Acgxaf+
zzMb!gP>8Hj;096Vf<8*O!{uaA@A*NcFc=$&U_|J@LILkl^nd6COO}4YyaHTfZa^f{
zzL$6;Cw<)w^i^S5e~l*xTSAXn{@RxQ7}G>6W>b8Yk9dQ0Y^fy~Q<uL#D7yMMwo;d$
zPlvdYe<E_QZdGF&B%P#W^!g+I7LY}+odI0bswF?9Oy@ESq5VQWr~IvKxAqRZ*2=w_
z9#j4<BWxD{D{{R;l<rL}V9lJ!-q`xVD{!vg^5G%<U0nqwfzGWYv997m=JLHzIr3!)
zD^5c0J}V4Z-DuxRK19HL$|@u|^eQfseoh%*_(Ffc9G5)*B(s5rI*;r8rROoTuju}v
zo=no;=UoG2FMFai<VtfX`_+`nQAKQ0&#WHSG#@72K)WDLXEMD-R6cxZnz@7L4I)&H
z^iTVGy3$B$f|D%Je;h+_CBp%*V!H(T(J|SWm6O5a<hsP8^zU*0ZI8)FgC!$f>5#|a
z-h^WK3S^7v(C$~U#!B*JCOL;~vVRaR)knKZODQLdzh2Aqi+`EfX?`s9*2e1iv~e#}
zXxiY*ojLhcz~SC?_ryhB>Dof;RKt%<GpCBS8558C@_lQ)F%`o_4V@_~`5Wm7E9=?b
zam_&F;?}6ofl<7kuzf_h_W7Poi;;SR(d0Ku&s+of5vP=Q#zM9VgR^lQg@#Gv99nOv
zIYmKKd#IDT`9?=AO+5{FP8_fWm}6#%cT8_U2q-8RcsG;u0yNYwr;3kH@QhQ0KnKD>
z6a4Z0>qHVW69CCzL=SA5EkH_ut}*QPrZi-_e4PjsR;<d~Te^)GJUX$hc3&w+e^6I(
z)D!4m@M$w6M+3sQ)o8JM=0}zq$NrMb*}5*R1^Wz3=>>^Ihm4V`k&U@{I!VQoF5739
z12^-+&j{%LYMAYmc-OQM_OL_aYXhFlhQ>3v4`=^bITGt-$xieBA$l<}ke(wCt1m*#
zXZimS3MK)4Xa_a|t(^baf|`*0H*Ci~x%jKie-e-Mk!_|7t!=Aq&HK%G*h&c{w4&M@
z{^c4;{D${lDein0B!nP*LQCoS4DZHp{(&#a9NLgDIecT_h`lCVWC4(s3)hMRg8Wfi
zyic)vDTRpEpZ&FR_<pQ2_a$L#biE4yDFEj%Wr#I1p%f_|{_3qA3YqA~^!louB?M&|
zdOuM9F7&APF%NJD`f2dVe~FI*dpz5DjC|kP@U?|5f@q3J^6MNU5zjA1x9Vs<TBJhZ
zN)(5>^c&3=FRV@GtLT?CJ@=I%a0^SBbJyRBXvMb_K5f}sC*W6&9Hh-yOU%kLZ<pEe
z0`CF<p|VTiXRh>ZU0AQYm6H9P2tWFMZ0Q#_#^M)<?x!h&F5rD;MWw-ySAh&xW!Qn!
zttK{z2<puVmKdPJtb`*X2b(XaA7CA+hbzqLXU@d8h_F`vNJOK`U6<%CKxG4H<0>K#
z0ia1EjqzJyF)SBa(Z8c^ebotl>NLK)m(gqd>C!koz$^OaRY_l~OGfLG5TecNWN~?L
zA+K&uk=H=xS1J)*8?yw)aA{t(Mfk|;dCQy-Mr&_7GZr(w7hzWBkzKJp&+VA@iyumk
zLf+&emPzh2f94E-t*JG|#mPgpN^>GKF7fe+QoA(hb(}W#tuC{lE~S?yEx<mZ)W-aW
zmZPG37$2L^tE86C-mOECU#zAh0#f?U&80=n1cRspwLKh3>l{8B)gj44+(7=N7I1AT
zFwrtoznuj&ZHIv3BV!mC7=@nmuIv=}Q}RH`+*p~y`-`bFb(31Yd`g?7{9>e;Ps#9#
zly$UIVboq1H#Vc9Nax!%4~@Ax9=SYUSQ76`H{!7NG%}xRP$DO>`hToR_|Y7}lz5Nn
z2@*d@f+#&mHm#0pANp&+P=w@5{TrFy{=)IDE6J~}{gK*gsun;d=1aoHLqn`~zCjAp
zC^olDY;Oh1cu-{fwNP|;@$<?)2ZlBK2FYh&S>G%%{W58b|JPM2U7Rj$tRCI-$&dTz
zV4BilJth}X<NF?8zabh&r`^7_9q1YK?ePU}`}ECSmA7H<D5jBL4&!@eax}f+*{29u
znbV&A83Ss#2^R`y7<^W6Z7HgKTiN6t?-KaR=dI(#%1)iCo!UVc)#F90wVi8=shrPC
zBjBxR^^r0enV5DU^+G|ZBKuvY2XCfN5Zsmap^(V9FBG$~JGgET^Ezh)ER0#P`S+kf
z6(i`w5ZgJsyZ0UTE=4>pCNRjj=s0~~e7zKFhkt}%wM`%E>TOn((3h5cE-BBca4~bR
zUvl1+T^L8S4&P}sUtNr>c>TRQYPgZLzof)!Z{2<O-HwUQtI&{1jgdAulNPU@Zx|;$
znlZWh5O5{3;I(nTL7Bgy@t%0nUOCYXFoJV8(}sQ|eBs7lv~J`s1i&Z&L+|&Obc@y?
z{DngkBDi-7y4^1-Qm#I=({;b*H(w$$aOsY?n+3Jv)7lfbbn{yV18>CQ2pn85nn%nE
zcIjWjND{+uq1}ThoGaNrQ>j!G_|<*PblcuEfOe*?6o_^Vh6T<{kxEVXRS@3c{Q<2z
zg$}`H9@V{naE{aV4*r&0$pl>@xOG|Dx*i|+R+}0fogJ{!J<{Nu^YWe}a!-fAl6bLh
z$%gFn`q>3A2C!QHBIBNIDr|vRrmcw2qifK3m;rnyof(9z<ppC0f|0exv|M=wYeljR
zC%P$0XmG9wllfELz;_H5J96VtU}Pa5L6~6`H5T*MnIB`>9<FIy{mt{<%9FUwd$pGb
zJlNDe?sB6Q@zJ5Es~aS{eQ@NH%TD<I*g)klF*z+MVz~vUq4GV3fbi8Q0D<LW78a!-
za*aww0Zjeo6FeEp|G+~Tx8(;N_*M-Fiy6hYw{!eBQ&(QuWTbeXeX?k9{ie92_m+YE
zd^_<9hP9pkZT%!qSeEn(^L{Pq<1;qrQ{`pS0Rw^&vGebqC}e7XE$K2qr;vk%%sTyi
zTA9xQ$e*}$3{FJnbeTg(MgtX&Rn>BIbd^0uikeF93Yz{J3e^eh2{ATCg}nu$f1iDF
zZ<cw$U&bv}Q_Wpb^|PR+{x1P`bWCjVkI=+|=-lj+xkcHzd1*akaWkDA0Ul4gt@E!%
z9>xbQX>W0Mb0@?dJ?=5Ov=}Ld+$Z~)i=RIWh*R&AM<$DLf-Uf{qxqcp`PmRqcdb-5
z;mg#Hd6(MrG(P%<F(+H%?x10@AbI-WMr|U?uOzs!5b}JOni_kUF#R~iiaWj)RHM#s
zV!u@+6FwY`8rQyU7lEf4qAf(vjoeLDo;92O$=4AnvGxEO77IGvgxbP(5RkVds4Rck
z2l0IaYi@2$S<K`Q)PNwF0tla4DW9EnEdArhPo1o&;J)AMq&4`f&Z|&sHCo$75*vm|
zc!68tF_=7Vs3TEIf<#KyVXFkfM2C`hStGgy*bXoXrUR>FQ>*HO$T5;@xj6bVt5CyY
z(GyWyVC4_Yj<NSC#v(<@#T=2ZHXsivzN)QI^Je`+gB3(uJ6IV?o`6sJR-x2Gpbyf!
z&{G&x7eW!q_Piqu=u<2#kbC$@H!50J9yj=(KiCHXT*Sd;L4wI7k+zwwJw;Bvae5QZ
z@{`*tfJHd;1e{HN{|0(9ZfGF)|Fi9BRuIHGb1MunBTTJafU72Gi3TKjzQF&GZ{sX-
z35i{TEpDM%ua&t&EQq_`ejd(oy4cFY?Ia|Z_hlu?W+xa~@h8eg0Ds#EBX@`A%cDlB
zR3Cl;*2F5dPNX;;{jR^XHTp3gd;gn#%c$7wWGt-&M7fOOwY+sZI7L!DTnl$syND*m
zF^tpEvdTz1pVp#Hlec{IX~~Cb#}McY21!`+odVTS<oq5`PWTY?L&9L1zY#I_U)wmm
zOi8c#Gu!9%o{s4>82X9v^b^ymekO^SQFQ%Z4K1&a*#{+!a=b9JL!#hf9~y>YpV-X{
z94jVJSZ)V7@fdks#T7fw8Bo!d0Is;y!;}6Qa<0oJ;AH@-a5n&QgI+SRP;X;d#y6n|
z0E;3njE5@q|IpIdwBCI0T8`wpuXTYQ`{wm($0j~)T$R5+;y$AAu(^5l9ydsn;q5{i
z)B^W1D6@f<&{d%Ei0{YIBi{tS4nFVEbqLT<N(#U*B1|myd%n=XkGm!=#-LMufiv{%
zb9G}!2C8q-&745C3Gq%9=qSjI^tsAz>X@quf|MHzmuF7&x5qy04xi6@xAggJG5u=k
zGgRfx@U`p6jjQHuxt8yv_<Mm*=CM24S48D;4SpHsP8H3QCLZOj`??-uQPJp&@vM#f
zp=-462amMD`e(L=eZoVpcX|_bL!r!_MJKOx-z0b1d<4^5ld*131XCrPQyK*cQRP2M
zsiaz$>u^ebXT&k^EWcaDQb7jZ8b^nmbbGBx`Lc_cgR`Cys2M1DOx#1U9S#$v*id^+
zY5KXdh>tUat3)Kc-~*LuN6feNK7C@V((repohTz6g%*h_os4;orw)nl|Gpw%-PR>-
z7G=xgcwb)$Q3C_?ZH|`x4`dEd4+<C*kMN1vey;k881Kp77SDSZ;F~Hk0PXat3HMgv
z-R=vA8<GrYNwt`ho7U784m``1H?XiYYZVz0uWHn$qzIDbc&g|%jcn_Yi!O^gdaiZn
z?YO!1vZgI7Oa2vZm24bIq$)2vSnmGJKl{&N9sw@1)qodb7JCp4J;jl_`V`=m_mCdw
zWCbiPWWlchf8RJ(4&6oa@Kt*daU^MkoSeM0L~s<n1hOjNt}DDL=g|;01Ow24jt42%
zpqO`wjgc1hH29$IrY7@#C9=n)YpRgQmwdrM4jcCloLP&t?7|*MS`d!JW-Xc~B{uJU
z>CcX>lF~fux;Z|mTQRN$O8r(hNkCyoH`PZx7hv;8H*n))gy3F)ljC+)n`>c3Kz?C)
z!}nq_cK+Y?wHh1I)UAS_lbLC9AQV)7B9a+{nwwk6Ee6OgG~QX4<~A*S1;0}kuZHY?
zwcPLW_5ALA$TdakJo@=5crKN*Q3dMuu9FnUvpjFjNC-Uhp6O?$-%*(CA7~?Dx#aHi
z7K3#E=dHj8RHv4tZT3TjQr^Ez{@BTIoio2`dAr?z^!Iu$@r&BBI`GN<W@@<8T4CFN
z&*>#?J6%T-$ZqvtWHk2bcOE-Z(QO?vgcUZMthfTJ_D^6U65w*V52)NC^6Y-?s{*G<
z^~DsrJ8)Z~BAO8kc?tTb>G9KU0LF&br@*1t9p|5I+a(DX5^4O7pkei_f|Jg4Bh@rn
z*W5sSUZi0`<EX`SyUF;8Z-wQl+1z}~VR$p%FRyvt2I*f0^G}x=X<N5*u(e*BU5DSU
zBp)m}F!?q6tPc||?bUrYa3mbjb9bix(*^%vy$+rcmi!=wLb^pgHir$YlQ2It0chZ9
zAHP4-)aC5%fcLMmaaQ#y33bC^1!&eodWJxXbHJ1m8L!)|-2a-bK&P)eF%9ddNzcF<
z8BM98O#0<DflyWFj0A-djFPfIlai`HJ?b%cq#!Qqj5_edkz-G*?0TG*$YA}{1YapE
z@+-}mJEd%XDhVW1)Ba-&Bw4}vg~kxiH)a002aQi1$1He-k|Uo@D$q}|arxG%RnYF*
z*E+J|Qsfn}(ket9Q<IdNbfgSCd0`l>l<^_5P#s@^J8g`9z@PKp8q^aKNj(L}C&vE*
z+sBnJd6mVQVmn~{<TMwdow7Y?Gl%Jzu@D#kYGgc-zC!1)@PwhoC;g6Kw!D+s>)oQZ
zLu<u%i^lx7wbkA~e^}=ixqn3z1IG57iG|oL-wc2%jt&793IM{qbvs~s8jGpi3mxl-
z@8u3mI}ebRLH7)88@yjL|NY#|EUmR##4mOkxh8Hv_oht1YLg%l{NPjTf)VC$eK2&Q
z6#V=9SUMe3JNWr;S4@z}3_5WWNy_xyC--!v?`*GM3){{OsxBM`E6L`vhm=L-+ECDc
zIzgSEh9;9<Js--$u58|%r=$!B(DlL7p+2s?SH0a3+v02{&z#eHZ^)YT2~E%Lj==%!
zE;8NlNe@p0k6Huw+K--Msh;AWE~iq@r$058JO%jFDTSE9=&HezZzX@5GKw~S)W=4Y
zCqE0Y%QQ_jlCG%tS#rE+nOnWh9k|u$8hucwn4{;@%6;Xpw~8qm4d9#(ka>S>Te4U0
zv0R>aRsLhI{QF&faXJcFV6+S65yD+_biV%cY8Pttv|`L8p1+CwAFgh!14Bgn0C?Ej
zy$^30YL|tqUZcB49?Wlj3;DF%Aid@4r_**@8nVS)e<pB3N!~gFZ0jw|#@_z~$nI*h
zAW%1E((=l*L$q(fOXeyO`w9#B!N_E?es4RxCAHs+Z}<r9^LkqNKb`$Mj=ZI-9?WM0
zi#`u>tLbby|K9>+4-r7_u#w>$JTrS%MtnoGk5<8@xD20E@Ta<FYFC^|MMq&+gCMxm
zPk=1hMMnfsU*Ww1rH$L&jJLM~UgS<i<W5{*r(WPiUaAT%RV6Qt0GFbXDY9ZDOO{Pn
zoatMf-)=dh_Bh{RpXM*7hM6M6?;{CZRPl#ZQL)Ht52Vi@fp@&*@1BC+MUxj&Giw0r
zT(JxA4lAZ(=p6o&x=f0>&=TD>1`rqDePr?pqw?W+va3cpfra=;JURtYGWkewg>W!F
z=?zOm+P}caQFa~v1o)w)#7h6cA+^Uuo95H-Txvkkq@`ibJEQBzmANMmf<bQe<fPB0
z4cofl7CUeY;lKrQQ9Nog!7{Ek$6Kc7-mX{(4}(3Y@-kaZYU(m_>loazNn~r+fB;#7
z0mA_70q*RTIaPWjfIGX7!D;(ogP?jURk$Oo2(w~;O=(3X5%o}^T$?MY#G0ptL>Yi-
zS`KJ=P;c2zeWb3}Gav{0Jv}uqFNeTneB|c>7Z>~<9#B_@9yMhM$XtHR!q&5by{^l-
zCybO@R;0MjgU2KGh2EELebdtMDW~&T$(J=On2z!M2C+T9XN)hu{GBX*Ec#7z*zr9n
z53F`mtgOk@&T*Q->#L&c?&Og&ER7B1E<gG|vNwk=P-c)Iao@TBCz&5itf5P6z1HWY
zORH{aYIn$AqWFnb&)n;duuY<6<eTJr#fmq7crqqW2@7lWAC-TK;sG21G$+vn#X-xo
zB#i|AZ)D>$`_?wyD747M!{iD$z9!Rxl5{g_*FU<Gizkz!Vf~bmK~OiPapqO%`m6#l
zzY;?4z}49p`JLqwW|O*Xq`fxAV$I0~H`_F~;Wdij1k6R$1NMxXeIz<p|GHX3O%BFq
z6{?;qdOFD^8<k#B4^p$I!w-gtCH@^zv7uuHI@B4P6gj*=HspDe583e9O!<E0VpxsK
z`*pbA>)_;B<>Lnf%nlL6=4vV&_+|Ch7bdyXG(0^pNDq&CR0ax3lAW(mQ9Q|8g8NO3
z+bOohmkRg@pXo0HgF*%<5JU+QCA6$H5<T$bM=Oe7fbSS=4T@|8f9;Oc%gd8(%uu*K
zf`oMC?2$bUQgmJe&=i6XL)BTi>=Ob638&z>AlzUCw}x`>z^8d7Qv5Ps7z#(qKG1?C
zQ~>(uzm~Vl%>R=_Zzi4v?DS&DUL*eXNHOjFvmA8lJ`a8mp@B4AwmLg`6*UPj%zQ3!
z&BM=M%<onsMIki;An?eib@`OBm9N<OUXX%<<><onb&FDU84L72AOzL-f}wn;wwd{V
z${oE*q$X-*7;akmfSU0AfrfmvWdVoBPw9XkJWl0YTi*8>0_8(!BX54D^x^_#*<<={
z(KpDmg%mo!0qPH_4rUz^WElpxrNqub?_tZqY(RsSY=Lk5IpMmZ>&7o#S(9C!wn+C+
zmRl)@B#=n)n|{~_uld*`zf2+A&<k)4-gM>L4<73@Fyz>60yvWj{9IG^Z-%eG8_7#N
z7OR0YZct<7ieIUc{Jbg4kDB$SmhIM-?WRyZpF=ALKcDTz>MPmdhF>VB0DPw@)LH=L
z$0z>HL6B>?2y;F%nOCQ>owYH5z8MS^>jflDRMci)>^ttr2c=!bL8v!lXA7&NUQao^
zrE#f)$LPJqMkD?D)DK699wW2!n$NVUy1<|MSjx3zjWT^}#fH~ccF(<@CSTF^z8NMr
z&t$&woxIr5{!N7E;_4;dvS@be_I@Kg;<ToY^Fb+z*x-8ujp|R)!gMj?bR-j-XW2DP
zaSm@IHAy36KNK>kyu4u7TBuaqYY^@LWZ#22D=qxLl<SZ1ik_<7h~&RX$$i<em+<ay
z!NW3u;rs4I4R@7c+6;%L93#QWJ%5gJ9FY(vgI`f)mVh5vlk-@SjUh|tGrf)qrQs)~
z7lT~+91rs)c3!<(t;+BI!l~Y;@sjOVlQv{51)atd=v)V@SD`m}pkbfDA*P<3Y4fm5
zN&f9z%1<qtwx|4ZKSV1b3L-}Cc*+T7#j4L>N&+Eqpt6FTDJ41IAUU}JZ$6ERXEOVf
zaYZ|QQ3ye;Eu&4+`%gI?cx@P*Qqsu+CFXS1GNFS@+ogfi3&$q_F9zuFMtOgamzKNg
zeE1<N4Zxv=weJhqZDIm_FOR<3A_#*egf6-^yRY_&gXrZ6y1fei1G+>KyZ}4Yydtze
zNt~V#J|FyE?hn9%`3I{e9)!Na2JP_M3jl;g7|_HMLM{Ix$vGGh9j#VR4*!+)1hz_G
zpGG23TcuC!gHaW!hL=Hx^nj=4-Me6JP%*JBZSSn%Ds;rzKrZYCNyOB(RIX^VoWn$n
z?z*2uu`b3G4b{JE&<|+n|FphY0tGyO)xfRk7@Wg$)dm+n?=86f-r)7^t4%@Gj~a=#
z$A1zFCm59}9oUdenI9n(OkN_An`+dK-#~#9lqd>L0E2Dlea|q-R`9_~+a6~I31CDV
zBENn8+#(9G<#vYnj<85ko9Q9${Ll8mxslKZTGdV#s-Fy)WmD3PIa7SZzUl4vzeLaX
zgR<?i&W^k{@md|WO)VeD@!@=-!xZ!DLHL5n(Nv(%ax-3bZwQa>9VV>ZwgKZC&eEQt
z)^d8nviT~GltV|(GBnbECYJW|7D$Fc14iy20m#$h8OZh{XS}jWKa5c(%ls@BV4DX)
z%T)mKb{Bm9gY7XuB;x}t*=jsLdP5P#Kgt~&9UNQIr`}5~1$?zyH@oXzn40x7?K`>@
zSYR+|deZ3LQ-``}KN0ZVlHK`?sdNII#8F;GeT#4MF?qdbj>GNOrz6Ap5!dslV?(&9
z>@^eiebNJNQ6VTI@|+ta_3IZ&VnRUeL?gW+-=?89Pz?n<Trohz5}2ramAS3ht;hO+
zo*xi<95EXkeqv%svAw+R2biROKLqrcG?a_gOo2G;BPWDD3}@@VgP=~Lu;+@ds}fD5
zD`8=zbRFjk7Ak~Aw%gtQElNT31qxp@tv^ORbEB+Lu+mX4b2PMfc4Ua1FG>vWB>~B^
z2@zS1t7$S;CHCf0Fil#?M5%qHbkI{!`a)ft;-3=o_2U`!<8p=G#HUZ(3`wdW+~K(s
zLii=rT>g3_K%_#mW7JKJAdFRlAXK%;q7oy|tx5Cru}wAKI5y~-E*iJ4TCJ4rOn~gK
z2Ee4TDz0H*Vm=1fPr0l5**e;J`i{cMX!FplOU6dayaLSS+>B*x7|ZG+_aF7n_2tg3
zt^Rp=fUjQPxJ3M~V}oQdV%w#4bb1g4%-h~f$pSwEj`Gl!X+Uqe<}avh<|#r*=5%9!
zX8Qfw5_8VaYKZ_B2ijq<co1}omL4s)0RZ5?>O-^5NGD~TDbaE>UBv5OV;%&u-7<;n
z!OcJb0}Vv<Vjof*1dsyf3tAvUL1fw_l%D>*Uxay=vQ2(AJVDsKzU=)wv;oZ7w0-c;
zP#>?qS2x|Gg+gF-m-^E3O@b3J>IM&#w_2`3f807rH7`R4qY(B0U8Lub2N-|{Re4Le
zc%3#&7(Y20P3=n7@A{31T$<Z6`ZxJ($J!oAJzKnDYJvU%2bio~*N&h0e7pUX-%)W!
zB(Ozh_S9?PE!q6ztA(+Pc^!|%#QFtVv8DA%DlEht=pxvtMF(F3<P89D4eItN!eyI>
z<KIF9`=Svult43<Y&KYGSaIfR0pWmoLOT!k-!xr{lwNUtI`i_tL)e?5(-X67P&M5U
zcxkhQWlOFJki`b6RvR4UzPAA3KV-S4!CwtW%v2@ZZ%y)R2h;pET3=Wrijtw-@G9>=
zGI_YT#&Buqi8$#$=B?~2Bm^(|)Ls2ZQ<4x29pbj@dG6k<$WrOTYN4y3*s5$FSP_B}
z2d;SRJ>vZ^)0ylX$9neg8)S<VwBL`ezh<!-aM%Fn;@{`ssB|PHVBl3{qfuoq*hWaG
zZ2b!myU)RuSfU<af;qOKR&n>qfw4E66~*dX!Afw8-oUV|kp<4N1Mpz;-0PfyIMG$0
z&vguajO31N8;1jFIL*sj?*s?BK62GW2(~@!1S}CKN6?+K55+wo>R=4pS|S$4!`>5r
z_huQ$<(=aa{s%C}CtU?o6YJ&heFom6kfWPO07QX;)QSV0X;W}C|0zA?Hpi1u`10%L
zAp9Ww9iXQ-ruoj!-ufM@1hM3*n$meyabxjJL8H<eO4WWEwJ^$Xd}WA6vesTL{rmCz
zHrG#{(G<4CUSP`OzF}GmS$}6tH}71$@re+-A=H;@ju#hwuCE8Cqw%YL@Aq;->boad
zll|!K-lS1K(lNY5qr5~vNG_M6bEa5SQMPvb`>@f|<iGO;kHsH8d#3TeW_&#VaYM<l
z3**a7TA{E)Q>UQF?NJ8e;L%JxWr%(eD1X|yOX7nCcUa|>a4f{LuRU&tXkXL$PAmy0
zv&V+WqtaV#ND~GnJSf7+tbz`MZDl&ZgdUk%v)>cHp!3XFEzyc8y02JiKSm4Uh8pm#
z(-3=y<C@{*^ihIXQURDH?E_BXa1J2&BIYoozGD5>J6$@E);#UmFQ{8sHFGqydKrpe
z?Y;^v&^m_~2;PB7i0Cl#2g?o#F4*?z*<wU)vVbOVaW4}!Pg=cxU9UkwMZ5+LGh#QV
zItSRxKx$Z!KIK^?w~In}wvrZm4QXNIOKuw;KxTMs6P=6bx4FZk#+L|tY!GY)S|(D;
z;7wicfOB^fkWk>_0$4q6;5?_zrblQ)Q}0WFR*corBf?s6{iCld7{lnXqqY<7GajZ|
zG9V?_3<`dTHl)A;hy6ihcx5{anay0w6LM%W3<-;ceCq-Vjq7nkf{>L7fSVWSB|&Rv
ziD@ZZI{d*?F%?90bSxuJlFqAE-4$S`+5gcGfygvlbAfCcis<?0><(~ier;Z-h?jf`
z@9(i3rz0DXQbd&u&>O3gSu*my-GX#d>f;`VjbsSmEE<ib$7&Z)P&<V;8kW$dGI69#
z!Y9+Mxe@l&fJYf0?*0-jnDE+j%djQ<a>Z)vmEn!G@}{Q8rN7Ieg3PfZ&b@Czpi3a?
z4iq6(`lM@i7yA}gM86}4LAJv!wDFrtk;ES4GAXIK_i>vhU%vas1eAj-*v*E=jh`J9
z(n$@PapC8mUM%j4-#RU^eD4E&0N<76#ChgpS00~$Sw6xo1aUHeoxn_nzq{Mbz_*<T
zU+pRb+}$X7dr+m<M`EgNbM)7=2<>>$4ZWonnxz11niE9K_j`y2F*Ho16m#?`fFps7
zBkYl&Pvtg&EAZb}$$9eu>uz<rRrbx?K5#J$KiK<+*p2t>b4j*OKf$T2|I8|zRu-h9
z!K)zuYdl<z8R=KuK#9huTrL%sia10YFnC4HLK`*_l0N9K$)xZcqxMTARbSgunqTAN
z0E8to$?9&{R_O}nxAX$^UTxd-99qj@E%UxdMZLbcGY{O@+_$K8-Q9F-AfvNvH)MG5
z=f!DO-T3#Eq@j(~4~3nzJ)O1TA-YNaTPJdx?+<F8)bH^9(v9$8Tafrv0<CxQ*Z-4X
zxFR-4cyAmhyTF_`Bxd_1sh?g53ul}0z}|~v$&H_$3}5xK#`!egP;!WZDEEAb)3SBC
zqBz%tC4^GaauX>{<!_+>$I)3pHTkw-oEU6`Y#^lq8zCi)2qG{VL|VE-LRt($WQ-c2
zgdib`bf>gPcZ!ly(%m^=Y~TC;&f#nv&VjRy_kEuGzMt#*T|oYtsrR$zVvtTz4dBv*
z>2(vMBZ?MO43Dykv7!iAO;)|Xs1oAiXNSJhqr^9N>y)}+kig_{I!G`aWXZ2kNBO9o
zjTcg_v_M_66!;Ys)!`6FbK8Nfs@>J_a(64<V9xgk8`hS8=6<rLrNEoAr2KMY$FBu_
z4-LPeY8wvh-u4wUzx{1|&2|vdvKk#ZeDCFTT~ZJ{91UmtmhSKEc!{YJM}GVm+R*YX
z^$K9+Z~nC&Aw%;q^N5g<GQhH9jh>T%DCKR~Ab|(7cW?b@WbUN{X(QhMm;6KSBlvco
zXlvo=k2TEwpm{(IEZ40-fQb>7Hd8nAo$^sqlE)nlreY+^B;q8?QiVajsjO(U0(09i
zcn93UMtuzR{otGX3e^2H4jLeQU)wDPkOFCG68+@{l95V2&gM1LNVD9BvOkiN3b60`
zb%`M(@EkXv=gF4qP^YtPS#7u+O&ZoRtRzmCZn}KZM$mWh<SO&%;$V*l;8Wg33qJy|
z)7#?Lq@!fC1%M6>BF8ZCGWA<n@UIK_ETLi)xq#`gj9zXOX1YpPIhOe-l)P_p3;Aj#
zNaEz*>&bmx%AIxFmacb~gEQY!k;~k-)k#!t08PYET}LlG521+b*sBx9t-=pT&i$1_
zoQ6-B<I(^(+&oGPcJ}QL@ZC3Yf#vcvRNH^VfX=M;&!<pH5&)m!w#d2#I1?fUT86P;
zAiL~Z%YJ)kY|q?p@6l?9&o=j7?cnULOkkboX6^qAld$ruwU&+4>m1k1j^V!ZX`Xra
zOnm12x$4kJu|yda!&jcDJF)AA?;RNGznac*zs=ULX4j(!&Wuy-A8S0|=61QcWO!H^
zRqx!5jIfUZRv}o&V2c#LgQ`uZ8n5#)=|PCh8goCKD_%{7RxPY2hLR)ZkduQfUhe>k
z+h7KmMdpa5CFK{DS@lvR>~wToIb<BB!;kg6AMz(j>z>IA0^T>SFBLGHd^W?u0{oR?
zvo_aAG#Pp12rt8}T)PBKx1`5|-jOQoHT(__#^3C?JiPN^wo?4f2Nre?#d}qIkQcOT
z@|w2`<28rkm<{ZjG;*F&)=;92ghqO?F1K{<t`-upuUMo81G#Q?3~B`$w06Zb${n=M
z4@p?nGS(??SY*;JQvBzRi-iaTpe=bd64b?4kKDp!z?KpG4w<TkB~O#LBvw@|KbczF
zi%$I2yg~B>IKq7G;Ph(U@odfElxgL^YBsag+-O5s_;w*LTQPrXfzVe#8hsJ)jttk~
z{gh!FE)6|`!r#}+-F}S{lRMcAJqId^)cA78p5|0|OF+O8Kd$3w_QUwH<Rqg<x$yj)
z#gAV=X8Hw?SJ5$A9Q&&T`7k<_i8>I{3tj+!9QyY7LEw*|67VtSGJIGx42qt{RJm^W
z`TD<MT|@VS#neLj5?*e{4wnSJrTg~|e|EWZT9fK&lqYA+LU0aT`TG2y>rEvlHCZRj
zoOyFw4g2Ju4A(MGo8U{ZkG&846zaapI+XkML+;#-yG^g}UQ2Y96)m;(f6R>1NBLbi
z`>j6n8*+2Fwlh3-(YlJ9E*m|4w|>VW`Sx77r2o7J3ve>A(INe-XM9iR-t4zz>Oj4X
zOa94It%=t0YW#L>b6VcK`SjjQf6UCs3G-m?Ex1cr50C}YyAu6<n`;n9HI1t%M*&LV
znq9buDigb8pnJtMTWu%&r{94hF8yCbz+*34SvRN2238ynJoi?F$akXYmpyYZ6T92G
zU-MapI1+M4Mv@?fC6fch1XgBK_ogpuJ+3h8956J4>YKvDh8eau%aq^ojY_n*t9fdH
z{P3dQcV`_&jy{4%;ntyX3>ROIN!l4#L!viNK9Vy9qkd^m72<XLs@luFHnu4nrf2py
z+a}ppSbwrvVrBli&Qe^|0aNJ;LL;QJr5+`P{piuc*{1W_YyDwA{D50-`-0SSkBZ<0
z^qN`6!gS&^cLAI0)Ng{9ltvd8lTAB=X9sR<XYZBxoL)|f_oxUd7N!?cNlD0xqs5Iy
z=8qz{p#N5eW>i_T65kHNc=y+Z2tT}cN!XNdW9?T56m^J;cDe#q30<659BS&RLg@7$
zM<23{{i3J7fxED?UIO`U#g#eigIDN(^e((IA;^<8pb0Qfwy3aN-4R4d6%YVT`B_Ko
zzl%|8k1F8hEU-twd-su|3s~o8uasX|ykdcXcp^L24^#rsngT}mo~eG79{1qy)hHI^
z+bJqPeO;^5NN$9=Hn+ET;^7w3)=Y=9$%?Pc?Ce^*JWnetV-*xSURgQMbqJEbzp2F=
zP@v~hw6dj<N?B;+yk&4n{-KZpr0DAY$K<mCV=qQEtl_bThmna{;+l~nLeu@WeOh;G
zj$yW1uw-QLh@wJ@^y~M*6*es7Un6XHMdNLF$s@zwcW+d2yaB=NjNRTnn03t+JvSdB
zeL%uS?#}II`GAuXekpLtCf;oYm=rXdo%IKF@j;6~kX%G@P8MZkg(g=JikJ2%It<4_
z{Ov9*fNhi{ekcruu!VpOfuIP;0Vxp3wnXv$f&+_TK?5ISrhqwOfUY-q6{;OGmL3c^
zv2h{&eTI(;|BH!bSadBNLr#T;0|2+tBQU_I6{9Pr7d1~&*K{0gfo<v%+tNA1s)7J(
zOxAaZb0~kb?(@5PBfaj54O)oo_-QhI0{|?9h|dS2-R>H%@ftkTV8AIMN>HuenldiL
zF^2#h)cZxVMJPSLE-@fdFikbGQaA`H>W4*GnY!z?A;&(CojSU6{ufyq$H#oR_7y<b
zmgJC-fP$Z+H@r6*zlNt9a02r$K6AvaUXg6t_5^oKunhuK3DaZ+vNC5t9LjRkOt2rV
zTnLUYoX(;0yFeR#^X}&I-RH#riIRbo*eyWttM^gP^z%c#kD^A2G38xcF_|oPxX5uz
z$W0VvaI^Pi#sx7DN%3V*P}>R8DW9G#+%rK6M8Iwi-ml5sO56D?9WAy2*C<3GuxMqI
zP)dmMJ%Ncxjguv@rusjK!UvDHQ;xv@0qoSr-{fz<75_l`7lfo{n7Vc@<JJ1c`|C^5
zV0!8B*YY9r5@8b$0SgZS6OUdsKr8Y0g6XTn`Vao$bD&iNqLuTG^o9Ed0GZ}EFOYG3
zmF!<6wA2QSd4Jp!vhgCP_(FQ)%~Ya-+!vlBK;87m=sl|jg5PQzn81}uzi-8k^k6aR
z1LB>?S+k=#OV+ljXfO{q+t)At-Y#obqvATh1_M##AUjIX(r-qKPAPJ52Gvqq_eRL+
z@BM>y+;;X9D#FdqJ-H9NJapJ|2cW&4{>GT}THR7*<LDF&;;neK`1|M}!BDfA`Rc_@
ztnKAKk5dZnyTlC=0GnqN4j1%;3ty$%sCGvYuErPhT{)RQw1LipbwFZA&t9MOZB3oK
zF8?dn!PP&!KJIHkeKEzAS3M!f)Zu;|7ZakN?Y0b;;g<)+5Wsc(^gK3p?(?B_+JObz
zEo}efRhRC0e)@2%h5P=gM9bXhfuqm$9n06{J`>FoR>vCV;{$@9fUI)i`$=Ctd1Z~Q
zy=$AXZkC6@*llfdx;<f>%>0vI8pFeFhrh*lZw=VcT?}7X%(x{vNO#;%_4uMb9{cch
z_M0Kd5Bd`R7L`r$d*PZ<3e;n*yp*2`%=vZ<Akz*%jrj6Szs&M#6ftp)Q7pM$97_DG
zckyszkjx7vh0vNN(dm5-DB-%`t<B{-fYLfxz#`OP5&VI#Y7luw%;r2%uCN|S4Z1Xk
z$AU*I56Cd=FiRIKI8c%ukiQ&21Ki@-TB&c45D;6Fk&AHh5BhbFA3W2;?iA7HlVfe^
zhM<4*{#pziDqd+kpH_94Fwz3hJGhraD#_DNthdX2i(9xO;6i}a(Bc*Nuw(S4xDGM(
z@DN^eO?mM8T40`A1EFn8*?pgy+C|=k1RZ;WUzwQ%9my|%Mr0eRud0hYVZV}!NCU3f
zN-V%40))ZbE`R`CKI90KupFx$e}v(2%4^QYE^eAGfFHc2i$Jk#z=N-$zR!{0(yl3f
zsk#W|1;J~tJ0gFp@u;$;Gy7Fg#EN>O>_K0d-=pe3e8hZ;E4h3T`s{}779!k}9M{1_
z)vUADw6EP@&HD1|E1%)l_o>GdCDt7nO*Lu4EQVGO?QeeMShkB*R)NPvOj8NQ!SxiA
z^PwkDXSB^0r(!fB7>~Bxz2Vmmn9gP}GEj8J_Htux=N?sboj|=5a7wXUO8w3p^$RcO
zRC6Wc1GoK!3)<KI7H~y|uaxX413cU!*u_{bm;xbal3D6v;q}z=DwyqNfXLs>NuHB;
zvz0p9X#yJwA;4w^IK|J`r^46$rcuNMU?o0)>Rn7`9WBB=RG0ufa4sIOUA!RcM0yRB
zMHZFa+xBEO^N?!vT&0=kyVGp`C@}vP5a+DD&v6JX>k2}pT;#ZJb;JPGZ8tD^WAQ7V
zhY}9VK5W~mOd7pdwhLTUev{dgI&S}6viQcQPGm$CV6DI@eH3K}NObD<F`@u6QIY;7
z=*kYLwDn1V@Z9PP1=^R?tI$6M*-H`GS@xaCgIHQZYwY_aHPz$CWT3mS9J1gWkWdIH
zxLTg8@99SdYV?A)DH&idpAC)9(0lo?&Dqz2PEIEpf<1ux$G0LFZ+CKJE4zK9!`Z|?
z7W6J;z$>s<@j1Lv4(nx&FxxY@r+(i}UxKo;&|!Ime`<rCM)_Wy>uRlh$?XP}5cF+*
z%?Xi0F4f$r4A`v|#U_h_1d3{|fSND)1_vt|Wy)O)#q}H#AHwe`R&yz`8t1G>Qp?20
z^N6tr#HR{>KTrX%5A1aLj~z@YRUY6OiImvKixfZnFv;f=cfO~2$zPS(O-Zl;B4V7>
zjLeLOYf)ZI>(Eb(m;F)U1JQtsfgeEB8Ja(MYAk1L9r!cTuCmg*q0qlH*RiT}@0k-R
z5G`0mAU+mO`A=um4IEBTcL?X<tjVuC+E>PNQ@8JpAxng3=Mi|~RY1xBF!weFrxU6Q
zoHOi&b+6?AcKl+}0RjDxFapN(Ah5Y2Mg+9fL*=STrkp_rKuvWC2eN_zK`5a36?;nR
z=j(Wi@5_CZc3d~%R9-q1&?IyEw;cemaeC@pS+l}_h-^I+-;rCqW5MbzNb|$->T(f|
zE0x{rE}Neo9xjTRIEu;pGaUYL@ABjP^hf-bov}k@<9FYJpPklL56p~2O^syDt?EpE
zSL=`e&>QtDsy(-GCv-_q7N71(-jUe{rnDy8`1=0q$A1@`y2^x)z|Di31nF!-RMr0H
z-1G3vtGpk_Nk6ZX>Q}j24plYgPCH$e;2SH^#U&`-u>ay{fbI2IxPqEhMU~DXKYFs2
ze1z)R9WtCQE={pZaf%<=DAr7{lQq5j?|SzPC8I?0CSbgZEg+6VikV1ed%l8!Alvdg
zoe2c~w(fc!(2hJ>XcIm-zXG3qy_*ysI0Xc)B+TjB_QV6XFtm!+M0>7BCUim}v~)1M
zBwc)9$+q~o&8eBCuVmaVEp}uXNbvHqdn>erN$)t`+dsz542+`pvB<UF^kktOL8`Zv
zXde+?xX6H;Pw+Xpk0JwTH`qqlQC9)?7r(gO8?a(3E{1=9!PK(+@>Hfn*b0k50*oA-
zlHEjR=%CW!bIj5gjNLBAt`uW;b^uItbKav`e-SnSM?eJR5K0fEU80`{0^Fl{Jen>7
zSu$?hf;{{84u>oyu<PRCYw%w9Fd<%CSn=Dg@IFdPk-l@UPR?t^4;bz#ZwS0c{zmSQ
zlM|NIObA|yhrl8R==0x1^`u`zOOheRH*;c0b6IG;Xc_?~@Fej$&;hils8&P*2sB?I
zlD36!UN``Xxzdz(^X&@|h=W^<9K<0iB>Ip&HSG(>!eI^vn(}o5x4ThMX_iP`Q>_aG
z-zHlxC->%!<JzZXDo-JyCQ%>UX<;fAKE70L(%bdQP3zkEal<2?mYLLfyYCOS-fsjH
z=sWZ0@KfI{O?>V`|3msyC2<Y(wrj%lbWZhset{3(FB1l51*)of2NUH}rpLOCYS60x
ziYDrcHW(kdyt@;bX?fEC<~U7eyD4V!gEl)CEXqE?#;7>uFIa0;gkYv3rvE+AX}4Qx
z;xDkqR#iA@w^fy~)h1;lfw*Q=`ev%*3V&ruE_Rls)w2Nh%ccXCGwFsLRc_THhb4{3
z0u~0CVqhVRQc+icK1iM(f(5)=2j0NqCYg2#R#gDirLuT1Vv@U7osL5Rhwcz<FKhv$
z*(?yk^JH1$KisU14zOa-;6l3lMx}ktx{)TnW>nTr3>&2+AzIGWk^f&~0ab+^u$Z?&
z9Si>sV!@Scpmu?=&tV5pUDytS`lhvmDoBHy5gn}RLEBqOa_hqwH^Nrc1~|HO+X7Tv
zkh{8}9AFd<*uoRmdbx5)6onii%EY)3eT{1%(zAe{B2ag<fSF2xBJ{^_$@7X<<c9f9
zxDh6^i-t_W(e}Q%C`4%}R4};0Wyam?mBK3y8rj?I>U^P3|E0Nr&|XevbEXe;k^rPX
z3r4c%F+|y_2>H!Gz5?xs*g;2*e$!E;0Lcdb7kl|fcZX<EMDMf06ShA@Y^`kJ$E+P>
zG&}NY3uT2zC4Jukw($Gk?XP4aB`5cW^EgEy0KAF4Cu$Ms*_nm<PLiJips=Vv<W%}s
z3WyPsc-QUW+G;1}w6D|tX+_gq!jn%#7D@1#pfR8gtHA7TD69C3@+0^QPz90$X#!D<
zY2W8E_cTUN?KV_v{Y04ljqTm@j!De<knEso^lZprb#Q!zwS2(ZjVO@U4gw0dE&+UT
zwTzxM$?1CnNbn%hI3Qx4YgaU|+9{L=Y81u@<I6s0>J1=$;&_f>y^()-k;;}wT79@S
zIbBJ5N?z{EHsWZ}&HV7MQ4R#Or1*9-cUa7kvOA5mX8*?><UwtK*q_5L<zIk)crx~_
zhw#;Ysht*MyY10o-*a*#&dXzO^RMX+Qcgm}+xtkgh`ko5mzncZeFK0)Y(}w*XH=*~
z?GRRO9`0{MiU2Uc>`vRa<0{izexUIRO@YqkPx1Sc-GNgntqY`@^4Olu20|9Vp<V49
z(<ultVfFjILkR35yn2nr)WpLlRZ*ZM2uPlUm3HA~FLZkux#ahN=g<K8E#=~>@B)=?
ziTlT7gl~y<C9MCsB)s!mCNzD&AXq&-L|M<{kjW2-+3_#@FY-&n^0!~cCgnGqGq*@e
zdcU3adFironX}%Xvb`POER2)=cJ%{!{N|nX*hOXjGN;cKrflLIY&O5`8CX}oIX9o@
z<9|o#*u#@Ere$;#%Q&X&w7b1KULLG@-`K)gKo-oTM@k>xXqw)n_qoC7OQn8FZQ{N~
zZx#Gk&5)D%`gZ~G)V0X_%MnWJRYjOV{yM#f8OgQ~GRj-hiMR(3>&O@tKhE-M7ct$P
zpjdVVy%@(apU4<^W%uh{5nZ%C(*fePJQKO^573z}!V~#e`91PKs~v<Gjbz_Eb0(W}
z`A^m3ZxC!%Lxj)NxwkVJNq%CNte|)pGV5f25JH2s<?fM5c9ONSF&BDKX8a7m$-p|H
zKm^DB+uQ2L9lq<Usm%btuF<s_V{Wg5ARZpV`P%OF9KS?<#lTXot{NIpFoH-l?)v_`
zgd!qv`ZL#4kp-s-RkpG?d>o8qvAL>s?JPL$+3%tE)|oqK)^=~7zfV-F<JK^7N0=d6
z=`%ZOd*Kur843KxN#{*RY?mpZXTx>;O$`d3$|eJ>ax>S^6jYmmybYF2s{n<i=nlbx
zgW=6QslMLcxW0+0<<j435Wx)jG)gl*0BM7|gSGwZBOYgdPp%s|@|zh@u$G`qPTswk
zJwKcsd6W=R{{HNnSIw{L@yz%2?2lys71Z_TMA6gmNDBdR^3=$R=%X=r@?`73xyMcy
z7<Urd5&B1fHu2LQ6A+9<OXuGf61|-HXs1!0sYfYR{AzJuZ^PTqD@JKU5jX6!c%BvU
zZrJ7AZ%<BfSf-+x@K$GevW55Pu)~4EA`7T}FoyD>mS<llw~U(tCS*Xv4}7Pm0PIgM
z>M_9SAsjz^h1@~rTAv_s4^@|h0m}gyaJ<_Eom_<fR~-kzohkP^0f2Lz(sf7{KCgK-
z+<pc*8;06QX_;yC?WqYEPyt+xn`wmaPG_TKo3YZ||2)%t%N=&UcE{IkUwcmYT9@DY
zY4H2q_nhZ^EiPh>y=kB4T)hE<pObgg-S|rkR?5)gz1RZ{wwrt(<hWzFuc2-bw3H%F
zX-Cv_NA%%mcm?p|>{Vz9O6o^4fDqzP?FCT+U^a?QBrttXq`wOuBVJ(Vl4@U!TfXl?
zgNY0uxVuP8$XGspO@g-Ky&s{hS~<l<o0dx#Z2;7qpZZF?Q?=Nu?meRcC=O3mJ{IZc
z6g~bk)_-3MVdn7JDE0R3uVM_DYG2ImF3I1gysthr=3T7eXs97b8ELA};|`=)aZoRa
z^n#=t<VzRseUeH2%wwCi`1rm|Ws+*o&22wBQXRLIgcPh@RZu4f%$&>)WAa%j!HF*s
zyKnbCTwtUiy81I+Q|(|zvB<3=f$rPIg~J}tz0A@^cS>&^KsT!i?8TD8Z!-{+mhX=+
z94Nm-FO@!CbG)u92Jk5xuy__&xRsbaFSBwjopa;CFKYVS#C3E9zQK3hN%z2F>YAGN
zFD{YHdDl>TH$q49XovMs3~*>hiR)N8IbHpGr}!9<$pc-8496;T29N&gM+><2Eu@Jr
z<f{&;x`4wv3odjp5!%KK0f4_Q!H&}^yn#~z0W^Poz5Gw-C;sdX0W)K#^0J|T8ky70
zcI*{U2Wwqe-GWOaw;syw%%9vS^R=J~DNAj}AC}2kyZ*AVH`Z}?QgcvyVydR}Snb_o
zAIry{L$#=bq~yy1U=J$s$o%;t_xtPYErQd&(9ap^y4Q>QojW3_or7Xkf_>i|lH5~M
zQ|%qsygD2pPeq@1xJ$k{et0$ewi&sec5I2L*pYv}KOb{Q{UP_RsToOK%>1`>Q?X>z
z%0$zekA^P=8uwmlUpLH#KQTQ`9^IZ7n{0M3@RO{(Y?>;9a@<2wmev>XwFn6}^6@ux
z3IAmHh!RJfcem|qUx}6NS7xB5K4}2W;{mC}`=B#u5IoSIAa4wcGd!})GdGA+a&z(Z
zs_MD8EH5PCC0clsNeFvnJuHH2S%y205$jOV@?k%^@4{={&|dM-vA@<=aIe3g4Jl_l
z>aWbCtNe${!W&Pa^nqAsDw4Lcl;!Xlh5$wGsmqAuf4+<78<sI=NPNk5)%xCD`)g9a
z-Li{21(PvhH_{G62H4I%??eaAHBg1UQ?ULf{}ULfwnJMk!AEJI4&wKzjxs$-R!IM0
z&)+ToJB~z6^6ar{?##$ldR}z?jErpFx%rM_iS^y@M_a)@V}APuFXdhhUn(~(-t_C{
zIjYuK;rrH`Fi*?#vm@3I<LMh#`Zlc0FRaXWGr8&HiPaAk;oab5$F`^9`-S0yenpN=
ziKFvTeDJQESi4y@(Y0*m!z8F*A6UlWI{mvG^m#0%dPZq_lYRFfuKKO|v`l9yG7hCa
zRf&wjVhUK_ay+=ge8uZ;pbicg{4cXm2S+sIxSb&^82;;egs`yOz_eW1Gh;6aAOX`g
z)u}o?gmw6H=$9rhm}tVN-NZYfO@|#<;FTM3|Kj4@)o=&<z%Mn}U(qrH&#^DW3BdxL
zqfbTfO1KUh&tH?n!;?ED*mOKP{j<Uf01Xsgg#)<=Gi`lLd)FOQW{3jd&w@y}U6lwS
z`I6xQCgA);R1jsvTwvq*-h4F3j)3OG(2$d{ti1@P7qbnu`udUCb)b4Inf~;_n2wK6
zIn9l)Y~SjoWZ%B9+iKtF+-ydVCjtB}jmz)e=30dkq7-*8z0x$2?-@D(NU(s%x0(16
zIjM>&G3pKsu18!yWa48M!0v212|eTV2i0T&AG9)r=nJDe-=l~w5JpqIeEbk@c|-<n
zmPrwReBqOo&-xI}PK1(ZK?CzDHJXS_FLPXpmy8&erGH1`Y@=Ud+WSMEW;UO3G2+v0
z5h(0o1xBOhr=p;+ao-bKq&h_)Z1qX+3e^uBU;^Pz_%*cfLV%?tNW?xEEzcYhLcIVF
zCb>!4h6H7x<VlF9(KK$$>72wbBH+OhsD)0j_j1Sx(&j=5f#eQ?zYb-3k-`)hamPQR
z7)<brgZry9zcFD^#VPS(F`W8>Ae>T=#hnPef*LL)J^ObEYGLVs>JKhs{HU52?t5E;
zDeI5Cl!l-hU>c$&0V#%qg4r<aM&Ky*&@DtJIp+vS5o<;b&EmuptJ#Dea7v935bxKb
zGYDub`0-D5I^l2|DrK2N=m?Gi&knQ*0Pc+g$z{5*1SdkOiyP=8VDC|J&kDI7x^yE$
z3!~b{>CqWxh@+a10UxAv1cx!son*HowK)04G@@VW2f;=ldWwJ<(lCB&+S!sdR3AnI
z%DM#s>A{pAAut(JN>A*hP9EIn369TT2bn<t&q)SqqxA^PLl{xK0=r>0#ClG0x)f}(
zJLqp9#}gr(A}2MXw+n(=|FVdD;<Wmg$TDyD-bE|YL%gT<v;F6%cDJ>DpN98-&N<l1
z5z&RoBQ)&BY9W4QRv!y#bNKum$(RmE4P<pi`<1A_+k|}4h)^JAfU%2^a8iX^JCl(C
zWG$xT&?f_&42Ggx(^Bs5?09FN7xR6eW10KJIFrDp(+~d`?ww$X>&O|BvP={+{`jLe
z5m`d&+4`(Rfq&Hao}lZe4d6Zy!4tpgbn%luQ6UO63H~Pdz&=WUhxl06%`8hhS~EIK
z_5BbL$SxPcj~Kj@`@CmhRL9WiYiX60vw&|^4R&t$DAvEY96I*&8j$X9C=e>fbgsZ9
zL5O9MwYSZoE)Y%0n!|C6U&hBxahSNUX0_uut3j5Wb#_=pp%4OQt)CjCvU>(z-bKLo
zV%rm=-W0g{-Va-aTK^&qWX3waSeOYzm#<%bQzGj$U<$&hEtkgfAl!AhXTE8_k@>pC
zwHf@Bi0)NhWBTwb(o|o$88DJc@^p7;WZzhoP%nqi|IoJ|qjh~Tb@DCt7j6~113U$S
zDec}}p5MFqPw0c}H@Kg)IM#V<!+5y~s@mAXym{$Xu$<6#_Lj8N=Q7Px;qtS`*@O9w
z=k*hosG8z44W}VB)^T`^F>1=H3-rrQx~Tls*n*0?A-vkC8S^IVM9|=7E!6@?|4W_Z
zXI};Sr97(KR`SbCpC-M0|HQP9>Q>~-O^T|d`pvQW$i$8Km0omcMRWZ~I<uuy;txTK
z-#N(-oK<T06+Q(Uv#%#UR?^^7=*kLGT(nJbitl-3v${91xHClgm((4)iN<d#;BP75
zQ`;K9E52Fxdb93*zH)fBc6>eq0!Jx>qq{Iqa@G1B&<s%-8V+8c_;XZ;N{zgWR&=p2
z1F{{3+ZKXUW$~CXeyP{|anPTtf-R;zZZ{ZwlzV?<G3Z_q9ohE6r0po-;%YD)42-oU
z`wWlT0GvZ2XIX#GJk<KsWEmvMUG`%n+W83~7eYkj28AS-;0=_?7OHlP5I}KAN{%C?
zgYfQcu!FLW2l~#gZk7V6ApGhGn_%*4`M6nDa-6Qu+X5PGQ<4{+Ig9hooV}P>0Kga^
z_E-X09oW49wqXV)cNjsG%^~SiJP~F4b6EFu>(dnXN}5~26`*zpQd~#XINC}55pY!W
zN<*O46P$r)g>Jyv2GOVticTi+U6JtR(akppPy|Z_j(DX5@`+m)mWZl<^xNC>`>Bvs
z{tX<d1YxOTam@#uCUh>@{M)ecw~>V9(^>PB8~=I+K77#B?Z0n9Ls-aE0(Jx6EBoUP
zZBOfhEN^CG1>xZz0y=~(c&&x~YYWfUEjLg*i~rs-`{TRrVZrOUFB=08SFDFYO)RZ1
zN@pF|@#8f?%a&5^jgKmZ#@cq%jY){KeJ<&GJW*`3vTv?(S4_Rzp#OT16_R1fZL4Le
z>;2cllX+kVq`LQ`m^E|-m}OkS30xS2ts%5sm#>%O7kh}ILb)(x0xBrBpBSlo=!6Rq
z-i7b&0Yca01XTSCu2b?8B;=(BAEih5C%tPZ+{q^xg`Mg{Qlktc)UPmq(xbaJ;KQqR
zE%7t{+{K#)Z?0ASyM8v<+<%zOGe5;bYn)3{^*HgCMJ9XPowvLqxK?&nET-w|Stk<W
zb8&e6u3j78#@YEVq*{K80t6obP?9*}aBE#Wdv70dCm0WAK`*9QHikHpRK_+Ei1vvt
z!R%VBF%eKDnrIpYno3%@v_PgJJ%}Af{GEu0kg?`<-y#_93ql@T_!A@Pfl$(3D3byR
zXcO&hxj+XY%AkartQ;<}7xa&FG~dT7ap^J7>g>Lci{#A7@`~iu6bOAl;hYo{MZx=d
zgtA`hMM&)KO&5g-MP`AUWRYD8ijNW2QHy%<WZvvY@?{)x#ndZB!2m2-3ub(0aFp!$
zq;1wq2uX>5u8G(C!W+*$@JzKqK!s1|Dc>K7BI;7<C*^$<<EvrYR2&_Y*_=^r$j+Wb
z9vHz!-A!HeetxQ%0H6EjTFm>gvXbibo$7g(C#abJ@}WjPi+)LdXcQ-5nj&ub<&p8{
zIupGL{paSzLefU&0a;}y2JbFX!=of`-}@zDZ0%gyG-gF`R3ioGn3NIc%mlA6EM~hJ
z#r#v20&knLhcaQ##*yBCAY+m0UoCy@`}*_XPhb=3gr*GPZ7F+f<06@3jd|dutp(8(
zy~fO)P=guLFLY<X-MofB8e|$6{U)e6o5tECEBor@(Z={8{#@<tKb9TofByoD@*SG8
zpEs1+mgU+O6$VykdQ{Yw)fMGsR~HplWIZVVDN|f6)s%y%;hHq~XwUzPoM2Nli~z)N
z^wY=`!MU~f&0{;62HOQ)4^pjU()4QM^cudH)}$N06l=s=Xm{ie{uoG_uG4p!*Ded>
zY2KPk=|AV>mmB+Jt@p_?A!!!IIJYwG0a~4t`ttHxexj!779gbG(+JBz9Z3E=knG@l
zBd2>PX^9#6*CuIk-X(>_Je%tNO)>cW^j@ueYtcF5I}(o<!5x=Ug76(Y+Da1DMm*Km
zxosrB(1FT)IkiSPXx1_VR^NS=ZoB1I`wf2tKsVI-<%BSklUjt3D@KTm?YrYm;I_JZ
z-NE?J52Zp_h>`zU|EfLnQLtdVZ|aTuRY96G38I#Y8$5)HYkNsRI8k#=Di8TA@3sgx
zfwXzJadJ#;w{|lu!5=6wVQMkTZ{8k{vz*1Hadb$rc*5%n*ZXr>mUHKS%^)kWR5cEP
zyD01hPH8G;?vk~!`VnsY5$@BY>s1;&dVjS;g+PS=d$0A*C0qs?j5<&t$U{0O@WcpE
z2s}t0w*}wH<_&Z{SnwV|#-QYJ3o5~kOaDfYMCd71g%NyPq&!iSO%!AY-<B%>b78q;
zvKr*p)wb;hyI82~*p^T%j-2Fxm9N8hBxnt+LkDg)yAw!d9$GyLK&T^t+WepI)lN|T
z&x^0a?JHDtN34=t*`7LMH1orUheyEI>FMF|`CQGN=Gca}`^~afG<*MiunYK%ASF6l
z<MO0CcG*XQg|EB9-rYET+0@k2(=9YS+*DV6gl|8(I)36Aqw{r>)x^~!t+<4>hQTM_
zNs{~ay>|Pk8e2baty+^*_Bc~t5i+GDzBnf;!v>LKMNJ8$b7{bbPsO#~V;3x1aypi+
z#xtQn&L*W?Pa6!Ui!hQea6e1rj|h5vt4mA*#BH~rOHD=&QNDF6O0R6fHb~w%PCiZ-
zs{nm8Fg7h#lV^}CWLVg5(C_^z%c8VEx3Aw&jM*0$n+L(8R{wCMc5;*95S?qlUG>wA
zI5aJ6(Sg$UmP}dLz~j}>oN!P!3PSOK9DFA@_+v=$M-tMTq$Ct*qAi&G6sbq25(&vN
zX)xjyP$FMq>Je-U;C>{4#K(eLp|;?LOz>~yMkESy7f;*|2L{Q2<d!A=Iq*nF$e_~O
zmby)C9KFaMC{GAFBF-{;If8U<;AahmLEJ_7g5^or^}rE^#2kh}x~vhuZD2@e5`+xo
z5+lEZA|k*T+oKl_tlN+WemMkmTJJg_1fuhzRxEo=eJosn2U9G8KT*>w|4{r$tfwJn
z_|dKAKGPNazXe;t*_kBMcxC&U-|a|4!P+8aqfc>PqK*uh7hndQpqTEF$C)%F+;#?P
z&t0>sYkr$4A{6f|*>J0v*pu8B50zwp4e`_tR$kzHNM)DF$4;#i8H`}$C?Pu_GLTQ<
zC851RnKeg0?)ctKBD9WcIoAYc8?~kJVY8<5++?Zo>9X`wyCBWhp$8(IBJv6uD0QMJ
z*l$XtN6d4bXxAqnTt#~x<aXX?&UU#$E77+Ih@>4}n3?Ca-{$Wdqa2;R0CU0I=-Ihd
zAScLYZ3k3eNAhkmglTAWI56n-Z<%PZj!W4_IFtU2zdh<6xjhuI-*bdnS+wYgVCaX7
z*!z()2Z}xyAEHlPfAS}(f7F;?d{SP{z$rc>7=cGu%S&Owv)1vI`svLEj;8!t<^tM)
zaxYalG-b_QRWtJiF@VAXUC1AF1P|5Qhzrm&GrD)LDt-yBwEE~@GU)xC|M<i7?D2<-
zWb^3xU4g5L{H^KVKg>H0N-rjc@Qbu3$RL!-MpytD`*a%(TdRz~nG%~)QjDBw=n2v)
z=tP#BN_3J6v~&+EjSS3&lXUP&w|v<MGG&lQES#{PJZL?LZjj?eVHpoPmJlmx7ugH&
zbcIx)W6&ge>x_~fKXfZP{`+e3rRMqZEouwmGntUxzv)0J-JH4)esnm~)%K4)kojVC
z8tZc>0RhK*2dtIzI1>E5_dI#l3I298B(SB%52?sf9Rh&*^ceuE<(PM}$fE!ch(Kq;
zCR%M&4X%BPk{Bnf8vIL6cn9V7-;X^Hkej%^aGrGH{Q52CRe<#DVV_9)(wREX4$h7K
z&*=p-g@t?dal+!++mHxepsu#qE+S((l%v<U|Eby1I-sHU!0t8vf^z%s_b=jiP4lC~
zwdwQVRi+b1`nJK{7J0VQAMeNCM!H1Z(u~@OhVI7vexqDu*0HLU`G@>#y*6iw-r>DZ
zv)+E{h4%|g=yZAIz6eXD49tPo*dIO9dElf&<D?_xQ~s$Ax}t<$kZ145DCN?{L5UfT
zGWZ?5YNDPNFHSu7yCJR66mFcoVlzWZaTk8u`2yj5gP{iVM4Hn<R<s}Qd*hW{Pyn;e
z2hfGcS6cC8))r?i3qBD<AaB)|!hQ~H=EB_B60~ukoVB!B_74$c5$^^LgQu6Vz5DUt
z;2BvXt&L1)Raf&meP9L!s8(Kv6SQ=wIoa|2vwQ#z$gbpKR8J8Bq+|P1^&_b#IM6}v
z&S=2by4qnf%CkHqa=bL!H=&a+5`$fo8~jN`5P@#~Xc@V-iKlKMBDD5{S$^3<c_IG)
zmC51@H`Ecj3iZ9<S_1kA`s#vo8EA`TQg%TX2dgaM20%b|XV7Cn43g)CCrd;I`PD!C
zqr5tyeiMsnTo&}AWmJ~B#Kb#xBku!LZcES7&qaJ&l@8-3)PF@6Ur-iC-E5cj0wAGf
zmh*wn+^4A~R{wGY3o_-QPN92DCUYU+WZ|5aT9ofynV{&km?QM`8`Fq?)noXgAFYA!
z9JT)KD(F8-Z3!)G!LaHadfNZ#I0*Sh_qJ6IIt=~xhHNnRjY_L`@IT*rKbq8S&zJGX
zTEFq=cR|!|gPek74wz)#ob|jQ<+iZ-6(ajS0I<4)Ur!w{TOUBXhdAj8g6BI2CteV_
z118xrg3~3u?BcFR!Z*;v`V??aRVVVN8`X)?Hr1eA+yGB&8uI7dN$SCC!ZYT#FNP#(
zy*nfi^F05!BW<AJZ&Tc_l>&AxUk>z`vYsEk-DiL|nTx*4cU&>LG2Bvdj)W1sGAoWP
z0%!itGM+$9U*FkWJ?85~c0RlW(_%4FCs54ms|eIomD<m@$yKO~dx#7inv%&3fs+MT
zLptf@Jm96}TT7%J!aqa2uwhVfoSjbwVGkh<VHa6|dogyW+c2XmJ&{@n8a6t`I9b?*
z{MWnrK#PMM0R<mHF_|R6XV9n&goADczZB@26jQu<^a{vZ4Uk=i!;p{*fc+xUt{!2+
ze3#Ld2w9Oy4|@0^F^XMJ>~XaP-Hm)P3OD<lkLr<9Bpi%k(P6e6wgtLG3^$1cGh9hD
ziV!yJV~R0~EF1}-=-f8NTdZiAlo*bba%#o`1Ut!Vi1p3($#BRkb`sfeIL$vASk!Xo
zA5f&gV}9}874ES15`(-#!_C{T^RyF6Cs)Hak2w^9x|u4QGul4;$+G>x%_V-i<>G{!
z+gjmy22Y=uX`}(<Bj7`9*d(2JpZRkz9#`_h8~}%;+TFXv90jjx%(#4VC3G|}<`FWh
z4&C!Fm@JJk{{PRW36DTAU%c`-i4Hrwiq63ikC24@r}O367T0-faosUJCQjE1H3*WI
zvHGe=2m%F{y_3gPh~4lbVm~52?D#Xd{$%u<fad&H)+PywSMTf=`mw*yRWF60Z@z8s
zOO21#&j0;BJAZ$2TI%nZ$h0m}*L?D+>8O$ZxN~tqWftH-#{gLYgt*6781m>sK8f5e
zw{Vv~LQnn6`CJiqou<AZlZ>Ps_)@D9g>#I{91Q^3T9xT3lemj;{zUWhqQFOmTVLz@
zeX{S(Lxl;t=5JI?{k8PHEp=aoJoVxn@xRs`KD|zzJj<~@)@h0owLb2!IDgWHwJ*C!
zQ%@lV1=3*Aw*wD3PmvW=OG4_cg@4feFV!1{K87dHA&?}JtKQ4PZ_loPaO5bYob&?^
zsQo=4r7dxpT${^puIK1Bvc9YGx1;?%tSxGN<Vy#hy49W?vv{)f$DK{eEv!~@CoRrR
zN~;;m26U{uQsoyO4NDCdgnZ;NTgX7B$IQioSOH035@l6;<EAHR{v98a7@lxq9&0Jb
z?M6qu)I~aKWr|R18~bI>hOIp>IYj?vh4S8s$?TVRhgwY=jI}?g&XTO3hs@rVTjx6K
zY3^!r^WXK@5u1Is>_JIx2tor<KP>J1ka~s7UGyDeQFStw<rO&Zio6%ej?a(VRx2k)
zw!gmbpr>ulJ)7b+=L(m1mmgfO&Az{-8*T$6gjVf4c~_SoFMTf`KD*;F?{>x%e_d*8
zq1*n+cnfvV^`CB2;T);U00UG6#`0JjGSCU~i_bp-jQASblSyd1_kIgy@_G-|N(tEk
z9wL%AP;uA2*U&5bH#^bOm6CQnY)f!25cxLznI?hs670DT!}0{h8WRn-$P>I;e<J~1
zY-5vbC0RRF$XMGgWCa5ZZ^bsK9_*gSfNN#a8zM5PB}gA0WE%C&rQ2bUofk<j^wRhr
zx00ap$^IJ0L!0HKT1k$?>RPS-z98M7OP~CVS{%X2FM=PTy$oQ!5?jq*5X2HU7u95Q
ztt@(;o_mUTvY>%6q1P7k2^1#m!V+@5kgD@Ep3?1@V*J+{+^U5@jO{!>gO15i`4^Er
z-CQ_hdUmXRY21Cm<W#Km{R;R*h$-8zByHFO;$%l4PL2O)j@EeKXMm~o-Q|aT0|IF-
z0x;PesuC8~xA&pjwD?A!{a}uWxvR4sxoVWKFqb?ZZFksq)%!j}zlrqe&wta?Z`v<=
z3JO_1db6}vncx%i?MLm;v*DG&i)^JH^G8fY+iH|ikDiKeEqw&^Aw^21VmHR*OnmiE
zpaEo9@V)m<umn7qI0>17g6OTk$RJbv`s?W`l>wQe0~#_E@>KbVgu4LI8$^8oRneDF
zC5I^*YSJqM*%!IwB$Omd_aL(TkQ=>Va%4euF27c!zGardCtilTlzxSZMn!S@e0uW7
zq?Z`Qeq=<Lk=RA>0@#WXo<Ko+AdZ!xicM36gr?s7NJnQ!NkI%i;@Ek4MPYzOItXk7
z71`yWQLJ5#1*RQRaw1$paZ2qUs8$q?fk{<sY)(I%1s8&ki#vt-7rc`a7-vaxj!~yT
z>jt4l$ctaKxmW_qB$m>oC*XsSIi%OPS(#bS(``|HS>rxlND-N02{)b?63Q>1LBmC{
zP&{|}-@k=ZB+IXzxgaR$m!I;;1;X(PZnN<Gr#iDReJg~T7X>upKb46kBe_g_C8Dt0
zk*xv@d3{}sVIYztV#$?fpm4=6g@F9|d5oFkI6tMLp*+IPwkTNFp;<dU|C8BoWQ4b2
zmPKwHg$acAzM>6)yU@Uel-xJaqs>$$z;66jaIrsmU6~noDW$0-^H|Z@o&*S~SzzOW
ziL?giq+-EDP<L)fJhVH4Q3=$GS>wv$e7^ygXF>$3NAGKV*!DVrwz3uAF}KGc{{DC}
zz>e8no7epZ-$rlf6agY3F4U$`BfxSi!XLLGO$=mGQ1OaGExKO%^eiJZ3-BFK@PE~E
z?*!!N6$dYhmnI=eg`XdAcUw&o#dQQNWzDfDeL|i%aI*}BAAu>6DczKs%W(nA%IFtG
zA`XBOvCyGV#=eGbMd?gcYgqNh7e`M-Xe$Tg!3cq<L%0H$NiqOW(h!WkTS(Ql=I0z&
zk-FyA{g;H4HO)3g3vFA5@DqZQf`SW!)aQ7gJkm?`%X_dMpoCvd%JPx!m)j`(Ic*)y
zDWdur$%eUWZ;~43u;j53Ky-27Rr&9(_5$%>$5HFk-u?w~{sGcoN#yB@t%?FCPeCN~
zogL5BCzW(z2?Yq7BeDfBFDfXK;TI5NzGf}|mUK)?Mg=z#Nh;hula4^k6Al8R7QhEk
zt_T3J&F<fvzI*LhMyNYhL)A%PuW~byCGUaho;Visp|FJ|4ZnSu+VVB!dZrKX%zeQS
zg<@wYDqzQ`hjQoZ_ErB%f8n0r5a^^&RK$7s;pzsK{|UvSs$|Y2o;^RgSlXxxi_bsq
z&{+#lAG{%#9!4#4D^yl9Jbic+?b^=3rVS^PL%*@BrmE=d2`Tl7t)1QU{4qY`mEDLp
zbJ{g5_~=}W%g9~2UOVzh>z^+YZZLW3TUNB7={Mi^XVzZDwD=;aYc?@;a3!)j^mpPE
zyZzYjoP+t$kv%DQwdx`X{dsz!LMX%d7U&bdN1;rCx_9V`SA2?g<%)XbiTbSyFxhv^
zZ3#>YI5694ik{nr=4M^^6SMZtA%EILnfu$yg8sAyvejXck0SgwVv^3gN#5#0xm++e
zGVS?j6Q1jhZi>D%Jv@F$5#10uaM9=bV6<{+EMaxisYvYC<ZAO@<weYQ*K5PN@U4sw
zfVCi`VOUKUUoi_lB8C8}q2`_^O*)KkzX{QiR1#f=QO=P7c)31{U(2S72pd@Uvl*tF
zr3HxYG$a{>xYst38}{ZxWV#o)BXoALnK$-WyER)^sN4cmRB&GK71F*CvPXd#*Bu(j
zFnF`sRxXL#@+t*roN$m>Z7yTA<AAZYxd4_Y?M~<`GG%ZIOe*J>qqLmuJp=@u!H>wG
zB2n&~JDiAZLu%IiOLN0eLf+s3%+JsW!7H!Wv9!iJ>qkW~qKaSQ;XP>qBOw3*kGup6
zn+$j7x)gBBS3mCL{!4MSDe`EuIG&BPL^x>E(xbzGCGJOvR^8z2?Rln)?cOj-9LFzd
zEVziQ{UVW7Y6-jY(<|*AI_1XXAENIkE#ul(+XFc4y?xu5xGWm&{1q)b$<{%MT~84r
zB4N0TMOP9O)693)Es1<~mf2vXY!kw1Ii)J)=0p4Nfg-((*Lb?D0j5Wtl}*m&?2q6B
z<^!T(z>XayFO{AZW<w8p?K5-j8jr{1Y~PHr=d{`~^g7qki=z<krq~M{*|cFPllOof
zhG3LZFtO(~hP_G|Y*g?1ah$i?=&ZJ03DY#U|26|&t_}4TySUmaHcDhB@UihGm(^+R
zN3WrCh7Mh@k%Sv3d@6eC9)aafA}WKe{7NTsan$C_USIM~IqpL6;y$x9Tpk!a=3aNa
zUV?j|Q3q=Otr;xq)^T{uNg8k>`K#rYng65awX%i_E61z3pXrS%*FODVPh;r661E@u
zvRK>I*0*CgsspG9Np{6Ca9){Tbz8@AqRhPC2H)kZuL{LtymnAQ<z&yiRaBSY94yxz
zLMY-hB-W15A;jI-1S}0cbv$iQHWnl_W?wtzmv+qgu+4k5xH>1ml8W8Dxw6f)vJPJX
zAKB`Rlr^<Ap20`}KPO=>RDOqIzDe@gFS+6Q>)Cf#e!8Ga0ujKW7r}%w&yv%#OK)tz
zW7LU}BY1XQHdq1V8BPhnqsK7v1J~EcF*Y+GFePXKoQco}(W=_&$|>7-x@C3R(f#E8
zNO`6h6cE=fpYzB0J(n3rBu6BDG&?Pao|G~#bqFLhlZ056cO(+)B5KUO+WU+p@(X7;
zZwl{2j)*8u{g<M*W7G#2HtRWLjp?IkRS&vE6`%i9PDgy=>7yra_>*IhR|IgQrIm_@
z#<ssJoi;3H`q3_u>CuLX>UC9$<{rLqpg2rK6^P%J{QP04@EKmk-^Iz%%m?TePVlqu
ziCx!pttOlm&guo7zVjv@L8(?Rp5&0&HT~G|wcOkc_vS@O%~-r{&Rw%JpIeOyugkz?
z=C3w2*Pa7-a+VF8bH&w`moOG{$6n1dreh&8^U+hKb4OLVv^!UJFP7T=bSB4OiKjZc
z1y*i3l2^$c2fX_{Jbm)gpRxO7RHAn*!Egy~l%Mg4gd`&PBh<QVSjGfBIB%VLZRdA(
zy!!W7lB1mE=L_G!qv4&Yp~6Min;}4E;ZN~DKF=%G-B6Q#^JgE*YFA?>8Yb5I*7D-R
z!?Pt$=NM{Ay9`gs7{(`#zL$K@I{70bo`_6*meyaT&o8beaVt+cx{!Tn?3wm+(cJ1=
zL#*M|9!mb-*j-yw9(~jou@(BPE%^1xJ?mNnwkPEe6ZGD;>A&R5z0^`VHIFph?=)(@
zV|W<Id<dmHfObt@gh?v$65`&uTX&DoCAkI`8si3yar$K+EsmcwtT}l{9Das}7X@W7
z?qyaJdq;ze<~<eut1Bm(S&feicau#<F{|DnC=!DTB7I~1d!hcaW&HJ*^JROV5Ex5P
zXh*{GnRZ=$nDI^8y&d8QBDybR6}{CxppK1>)NAM}@Zfy&GWlC;eD@vZ(L5X$W_NtF
zQCpl;US;;9>&73d*%{$Xk7jz$5BLe>TalfA<Q~bfeYt}qqNenYYHSsC3-v3z6$zHs
zZ*Y$~ceQ)&#qDaLzWh8}4s-C3;acbPIfrd@IXG&4k>%P7+RXLqQCs&;(`Ir%ENa?$
zT`OgFR#ErY_itkboV})B$Au;Cek)3_5C*9vLnAbUoAPJ_qbT3n#00iJW*sS|F=$ev
z<GfW+HTYC(zAlGgJJ8}b*KAxjzqxky)!I3~F^?w2pIfr&a7vQgO^PrE^_{?P0kMWx
z{nEI0X`>7T+NR2nC43Y|#f&BfwM*`?MvOw<GbhPgoJ2M+Q~}1o4&j(lEIW0$HNfZ7
zShKE=X`LEI`u4>x;i7@CN#*^iI}P@p*ce$L9Ye9oKG`L|#V#L-1xI4adq**6P^=CS
zVnl?b;}~`bH6R1sLN7M-U;tiaWYbxjYhCgr8(k5}5^@OX77b6yeJKeFrlU=i^?lg7
z@csQ0<`8h$EeoOPfTRX7i*FaSKV7$?kG1p5nr;Y5&<HuP9*~;j0pN5&h!=C{;r=3g
zb^t6KH7ZpJPLdzNqhS$4+N8ReY(_5}5oY?$&l8^6z}-cr@@RNP6mcMv%)56#aU$v3
zf8VpzPFMA%PVL5-lPFvORW6!SMC9yT{M2zCx4lpSp2_KJrRqk;-KsfBF*AVCU;)ia
zB$5|`wB86lI6Xi8yS#tL*S96*4ojwfPIp(*Gsjm3i8`;}q_f;X`S_g<Z&rQ#+H|nm
zC5e3Wa_?;VFxHV#2pW^_wx3>Ja%Zrn=Ju$IeS*fR9+}3wS`&xGzCRa7n$2S71+`JH
zFYMkmtA7(7Sv{-~!I4}mMR3Pv*Lr_4N^kEsHVHeDiRZ8`5kT}Y-8)k8R!@iNRML>(
zNJHQ@AyJkJykmDMD{d4ZH1rhYXGmWuz;GGe?q0MNa3L~+Ziz1A0E3FyEdyElzRoUh
ziVBQfE0ofd_7eOYZSaMM(Nravh5erpd<1zAiCV}%_I+-FfXx~RO%5*Rcu94~!AR*M
z7CKuIOK=hexgeAm0(P<jY%Yfz@cK$-D{8JFrgx!CkD)C9Z+C<cv<kfpA?Zhkvc>Cm
z2ooU-XdaJYa$QP-be&0lBb}e)GJbpCzx@C(eeyB82<l|7yDE}R>q?Q4wHa<cq_m8%
zhz=3q+LHf40=&8ZU=O^6h5G~`Z4D5I21LmNGy4%F*9a|7gfhi_^a9Vqf4kgIE@ENR
zUdafoY9&I214M}9zghV>Ariru%4;b!?8OZOr0MxjSJ(sNOeKJ9SLOpH8fCs`3B^Dc
zuq?t$K-~K?@T4P=0Z58;X1$}KFxI&-HP*d_c>Thk|MW03E<99Mg!Drs2pQxRMD$uj
zx%M`vIpnSLgU}AC$UH70I_5E2c~1STNBYFfoeI)Jl?!mQ8}UKBHVb6;kp^nTqJ#IN
zRIxAWYZ5mY|3}h!$5Z+LZ=B<Bj(H9;Le4R=SCkdbvB|8Em7S28gpA`D9Z^>HrpyXu
zMY3fkAv1f+-s6nl{rUd<<uB)Pj{CmP>wUeh>v^SP?Bf7HC_C2vb-4^LmW*V)xrj)%
zmPrKmK)?`A4K^jW*C4f$3y>3e5PgWFq$KY^&E)cznZe{|<TRoKH*#D*1JqhzlSB11
zsSWjdl{{1@qbfttW0l&f@4fh=#vY{yNp;4l&DKC9Y4YDKg>E<B__tgieky2P>7){Y
z(x{=?z-_P<Rw0bJn1Pj$ZjPkvFY>~w3}@QcGUqQh@J>nZH}LPTiUjJ)@K*=E0!&~a
zke1!Y)b#P+D5va-UWM@l|FWXJoVelBZ=!bKAGPml<skpOU~;q9o)7~Hx2wzIB%K?%
zfn9KvjT@Y5pglkzG*AAMqUf3#E?0f*Ws7sQBK~-DXk3&%3~rQ9=}-req1Xt$NxuO)
zAp@W@tuWxy$9Ei_6W4qRztAcJM@rb(FfH`$PV?!G->Kb>pNxJaq9+I)CgU<aPHQ8*
zhFei+w%><8-RJ6k2`yIaXN1KeM4C3SM)723s?-0UA$W0DaE<8WwvboCN(y}O>L<!j
zoIn^|oHLXd;sqIZ?l<h_^DP2Cow%RG{fPmDY%!@y<@oYe&+=}*w1Z!}!suY{Tw9Te
znIPty;{G;`>Xq1czu2^Lf5K3d!m5+6GTy}(Um_eDG<G9i<z70@*rNSAb=CycxBcVl
zX1AU+kBvMl`mjJanX1ncmHd;I`>8HRtlIO+<4;%2SwF2dxG$MF4}ZPxIl&b&%08R*
zem7>kMpKld<GSAq9`k4p@fORDPxpL9OnIah3h#846_j%yfuvxc7?bLBT!WH7@>$Ma
z6~`sAChWLSj@~}{QToEsG(>8F*M?%=UPxEYeJEaSIzr)TACvN1M%pd=8-hLxl7Y3Y
zRn9UMY~jIDd1BSs6+QA+IUxlSr_%Gdx<c5uzKUbh8IF(NZ%>_VIMLF*ID6WBxZnWe
zftMn=B~OQm_64VtYLao^kvudYQ6!QMyB>OT<oJ*NTH44pSn<^EeK;t9;&px4T{itS
z3RV@eH(>;3@jQb%hx`-!n0A;)9$-c_Ck`E6mxs6nnQsKu3>#76DSB{{3%p5{tU*xh
zIz}y1v<ejNiDkcdK_QK&XBmc)6R|&FQYsO`81GCBwnI{9Rk7-&L&f3Y<REZ9L1pZm
zu}4z4V#!XtgFZ&J!%WUQ1n&<qww>Yj$No8fLcFPIk{b;^7rMaxNsZYTvC<BG5v3q3
zBa(aqgTQu9rzwf#V@~$BQXk3}%W<)FW~4m1+?2JLDt4z(?rgiO3WVz$dkm3Wp)pgv
zg+sRd0p5YeTM>STk$ChO)^ZWEFx9xkV$QO6!I?G3om^Bv=+G0d{8rH~<4iV}{fx^j
zTX%zeItZ;tu_;xGs-s?-T(wuUS$4j>Ue0aJ6G`FNYWj3@%W%udn+@09E|z&8MG5P>
z9?g|qNdejV0{NvVzVAgG=iO=J^U(q^T=c9I8a#gJmB&Rv&-8b0<^-pK5`UhJcBhC!
zSm%P5;pQ|8t9S3;rtYXh{W@}Vq6VvY<09Io19|+sgD4M_s*P?b*!lA>X&=BQ+^bj$
z^MiOo8BSWw&_gF=J&;2dsWf{0dOG3#vk|K5!q3}~Pg{Z&S#lMZZA{!;6e^nY2;h+b
zP!}<+Fhk<PDmmXR60jMlZ$)+f`D*}Bey2j}OLq+?Ter&>IR6+ErGQluqVIB6>|cY)
za7f|_?C0Yz9EQ$gAB$23Gloz{KdxG}FMas4pvh#)`oNuLxeGz_p3spS@?|Cnu%pgz
zA1s7pCboY@ZSAkB0x(NpJ&C)<qjEd^yFWN+8+tIsxW2-;zI_#n2)($VI=_HiZquC1
zF>kf75h#S9Qn1i(pwd=Zb!2z~+L*=x;lCR?+e{H`48MfYOc;a1cQEq23ePlXR6&f$
z+lyO>aP^x!T;itWZ7UmrN<UD@P~?FsyEs!~v}5P91ax#~G%pvEFq3Ax;VbY2#XRJ7
zq=wiVXQt~(XkN`EXhHg&ujoidpr2mtQ)Ff8{uP?s*D*<g_wC=qZ`qdf{5~kMY}V*b
zi#)h)56|V#7L2>1<Jc93NPYz%2CZF9O7EF$n$-R%{Nud-%%Y$`!QOr>dJo?d9ll=L
zp1!^~VZMl95@BL4fBSax^~;x6_#Tq0UgC~svtJYc4zx9WT)=Pr4$pqo{<n<xpT6#_
zwJTB0q77)cHM#Q9^e(Yr@r?kmH843>_xcw^*hX+s;)nbml|l#|E~pC}HCL$5W4E)V
zjNiXjyMLovKhosWei(_*KgZ7F9(OzQ{Nmw+L-189gj*CmrLWl0$lQ+$O?2s*<n?6d
zG;Rp9$IaF`gr^=SZJU1ye;OpsR^ceIU!jdRFMAgUX3op3WR}KDv?}6Y-%+xAC*Gv4
zwpqE0Z$>B2EByV%{AzyI)f(QEgN@6bJQ(*+9hYS@{j>7GWHmL-Ifcb?2<0?FETF-w
z1HBq$#l=_dSKlbQrBI~Y`!~a7L$`0;XpsBn>YGgWx58aAtHWKRG4y)Ju6jSuM>q9~
zH~V`{y{?-SVxq+`s2aSw!6b`j?=7EwKkj`P`Pe^5^$=?7i}iJ2#Oq)|F)xd7+Af)*
z=>8!}C715g{&V4;IKvo`=Bdb<0?xTvf9ft!003((&$jq#y=_#_4`<l?s`FKfR-242
zGS7;wr;%BqW1)N!<H5((Lhw2c<l@O#og%w7`QjIY(8w1}JG+A$aeF^kXHmwy4zV^+
zs?FBq)F+iWdHtyQJO5-!zH=A6XLHKm>IS)#g6<DubcXbP1qdH&gDxWsZBP8GRrE-;
z^Uo5ph_l{}qbp%@56}HbcRrJ57I)@-KIaB9S;u8O)P0=CWxe%Wk#2l}u|jU;*~+K9
z>v9jKpY<~s$<xx+{q+vi@btvQMqq;g1ox+hT2NM1z(}N{9XW$Cc50788*95@sH0u6
zYi~n5uj0dK!lyR&+`lzl57m8a`%!=^@8-D2DqHt?{hyV1QsgIsdiy09*hr$8qw7N)
z=Gr@(HYkYXzSKZ%F-pS=xV2W^tiS+w|5Xya?*hjnsmudc1k9R8!(!;V4Ir2S!@nom
zBhGNq*Md5pZ~fk#_!LD0eM~~`9V`R}`35&dB%;xjk#8|bJ}Gt*S`=ETJgX0&FQJiw
zChB-DB9{0Z72J(E1f9~J4E29C@guF?Pm{*rrt9k^noNQsI%32_LQZAG>hiA~rGzL4
z^B7-M-Rt;p7s3WCH8ua(A%Yer{sYl>tFogWkSLBXngO0i6rxoP*v@3l(wYBTDCFQm
zbznWx^f0}TbMU|(f*rbWbGh9h<43XJ*n%7-MpQQ>W?FEh7loz-zl>6@!G!sLo1UZn
z8-Lcu7EU3V?!|K>51qsc-Gj|GtJDPVMbOLtqYrAb(|?&3FIe*@fEySJ5CIyJZ_^8T
zX-Do&-_a|Xx^4KzAh@b-f8#vX_F?Gd`8R}0=wXiJV0KIOb9_hHd91d!Z03|;tZ0zT
zQ!Bc%KX<9SrgT1-Wbqg~L6a>&rg89>w(GR~1(bzD!38RLmHkU@<f!Ec3=|-Y^>J13
z;spCydOq=L=9*K3d2K-@H1qJlPQb+lq}T@{GUFn1)3Cg1TD;v7(GF&+`OnD?(Y=ss
zi7?9{M)+65&(;<~Z>QfUfnGti9$vZAHFQpPP@p3rn%wI?kKkw8gEjE-tRSjR$d@S=
zA>=8~ROZ6P;Y~NWB~$ukd>e$hDsDtNLK$><!Jsv3E`WD<fdJV9ezQfu5U_|lL%M{b
z@nJ;rJ#{jefGzr59eje?Yi9sq=hcsJL#TCF?9n`+9{II$GrTf|bd{^e5mgQF5oZ0r
z-PCTHjB?SxghT0#D9%*7$3dY`=Job@Kn=aa4{v)aZrFw<<ty=;a5I(yMkxwJv7HOW
zxuOmnv1&WSC#6FP&Isp;UZ8c1lG+4jf>%tsh30fDa2;gi5Qv;eP7VGqm<J9+=rh^J
zTyabV;sVYw>N*dpHDqhhE>2QVKDOluv((r#)ueY!e1Mk<*=I&m&5|6BCXv0nK~wWZ
zEvHGRQi%Qm7E|hgr*JpXbQRtHZKCB`UWgWODR->7^;uCz91V>@hhf52am!Eu?${j`
z90tO@)R1CgpLnS(-ifLy`SBbS8g>Bjb^rDOV{EGZp}f#kDgmT;b@OdI2R)-facOa~
zi^!Y*|ALOVQ5bUqyHiKvdGoqeO7yGqbvep#7C4t3%$%IO1g!afgs5u$J}vd7sK~nl
zyee#{FzP0XEOh-#=kfb)^>cNM852WGSTEbT@RIDI$=xXv`%R~U!15ub``L;Q94y3s
znU@V%ei)o2J2!r;d^gX(aP~#v;EN^(G4Lm(5Qv=lhM9=>0c9J^^>A-Vb9J&kIRnHz
zk1K0h7Jf4P{#GKt{cxs~rl5}^Tar{(8n{|2RhVR)`Me2)S3haEXwv%`<yD{7JZ?(l
zF+m^kV87mgMo4k&#DTD3EKX-JFW72;Pb%OG$dR_Rm3Mburk#68>0>;)8SDN!RPRy9
z(e!bm*SM6eButIAbE%=Z+xL6?V;<%B$5O4_xdTV{4i*4SUmuYjB0X~$Q2y_?##+bz
zNu}0wGl%QB+t>5oF8`K3*Of5OBNSU+)<K3Cz`!mreH{(DLH!3lGdFM)dV8Am?Hr3T
zCfYyR`u4{M3CGyv;roA#+Qu7@2xnU;!$H#cMifb<`lwRQjJUS7Ny@fzJglt#kU)Cj
z7}bZGGe2MB>?Z{{p6@<R1*qElUJ3VUF;UssBwBDIpOo*8n(fgV^SluJZZL#}x!akz
z%%0x-`36Coy%qb>;o$TG^ZfN@3vNuE)J1^j*}~RP+DJs6(Gf;zDkP|iVCgk-d9Bu~
z-o(ZY;M-UQ6pN5F0(V~ctR{*34Z3Cb8FJ~xb4qI;bE<t~uFcusj5BBPj!xBay&nmt
z;mvIC61U?nd{4&R=#Zkkzu62nz!b7RO?E=+$|Z9tIzTyZy^O~`*LjsLrEOTOWpFza
z^5np+*=Hv8%UvfGz=&3OlYXM3>}mhi1emGC+7n-iF)K;A)s_*<Bh|+ne`fo#C~g5)
zt$zC&FdR<rvs~bIv~`f{!0sXN%f#Wcg0+ocNn_mFp$qpAN@__e0WEgaUStlwF;4Ji
zW$BFAh`YSMZL41!qVgL+6ERC~w!c!&4<>8u0QVzY0G(VQ-wV5q0q&ALn63EIax5+k
zVFpYzRNhcDqc@`sRyZ0kISY!)H*`#*;COHMvn<EGRh%u@7+r(O-|Of&_XIW{ja8K4
zBA8azXu}>tLxtpOqe|ZP#T96$2_#iXzh>qdu0{=x(ys}Tp42)A4)eh7zP{Va>vjFZ
zs~#a<Usn#$BO4W&DXBp92>$tpBC+c{%J&fB%%Tcy*%6SF%iRM<JVnisR|Ck<EOq+~
zD>gR$E9sG^rK)^CZrgtmq4S)hPr{7oAZJb@OM#v|{$)S?Mrm?YGcYA~{W|ey|HZtG
z&C2t-Z_>9oqeA4*Dv*_xL1go0l<rd-*kj~qqipDDp4jtmfEyC-1hlHZco`DL+Hpy<
zb6U&Iq4FRruas>^b+2mUtUh3Cl>A$^!xFZ?5#>9!k~zw}_;j<XdG}yf<I)1ph$ELc
z6SJqkrt&cEa>na6BS=!7pMxJBv?qPK^Yq$NspWumD`)d|FQw<6G%7N$!zaX;_s)If
z=`O`b;{O4sixa`Il>!2w%~kl@;X6#{z-jYCkYY)YY^VU`zV8L#bp=c;I>#tL!vPAK
z9-y}jo2v!SSII|yhK*)rzqTsOo{kBhwtwWm_+&RD3pKd)HErCtvXmt8hh!`hT;#mo
zQQmec8sB{XH_0q;Ze=)Euj?Tj&D1XotJxk;r4-X|_QDb8Y>vGdA^XCg7^!PBqaDf=
zae}(ki-Oz?af;sj&*oH*XG5MI!JLR)61IXQ^fB-R+`}E<a>9URddDEr>j&yA46{c8
zVqE_wI^^#kHpi`WJmc3np64{q_$_>b8TtqQ?Q~cZ9^?YT(uC8aqbZEZea!WF6#~qk
zLZ50pl_%4-<DxbJgM}#~OjX<509nl2kE?<KPr*h||B8n5fbqy^R-Vx4wrEEl2kI2|
z&tMSP;XeOw??ep_Jxw|hRSv!{f|mSmSns@(O41Pl>GEsvGo(eU6{&r)&Nrh;7GbJ2
zF0(IW5%%MMkqBZExEC3Fg^^eDJ)Ae5QFO7WoWDW9qTq(eEnyLla;?X|H)W0rEDG!u
z78V*983Pj&!w~K_ZfJh~e0_ia5jFM7E8P@b-CI=Z-+L!q3|$TNTx-*(Wrh{2hl9Sz
zyzrHYx2&c*tk$M^`oq29t>)OqV$<X>J`f;i*R23iw>xe`&B=`)G1Ug9QuswRtL>t=
z3%PGSdw`l6EI(m@r(kILdPBwg3FxIQ-CPDYG2r>pNZ=Ocs}W!oqN8o4lOQfk&|N?V
zZi4qHsH34@d_!2vdF=FmysgdXej?K<$PI*nDbMWb_d2+i+ote@+H*;>HI!|}<+H$@
zw?z%{Y>#&bjOMbhw#X_R{5~5BdKclvfKWya`4_ib1{kfmJ?K^ontrDD&)o6Q?xCZR
zX-JT(fusE+KbycnLkk}*S5-@0&pW!QpZWVua$U>&kVIg;k>KVoosmf|0MNVV5yLN-
zMlM@X>_aI1_g9SW6L~(-5F#2bl0I+#d|zI_C_4A53~2n`Quo_nQCLERA9{h83o#Q}
zJ|1b`N%owi)@0PggVM4C$WxlLg~tc5Dkstx8OiL*S5F8h-3J|Ls2N`s=Z+2q>+Ok3
zKt%PtMEt#$)B*cakM{WbjnBWnYFl0F?YzVZ=Unj#dE8IU+wLltfCFfa20Er>%vt#p
z@O}HFWKdgJm9*^bd?g&{{i^gc*tFU_60V48%!hu#Sw4F%AGOrf+z%C<IRYtGTkm{5
z+CmCuXp%nR$+qTJ=eM=H{xSqT8h__!JwN;G(Md`3ub0!fR;A#JyYgHq9dFUsvik3O
z+@q0@JHEg*Zlq$KlF&*K-$~>p59I;u=fX?$*H*f;ddRWtyBdmrh-O4+>-dV_;-2O0
z=5x#!kIlQb1sHAF0_du0gA#U}iy`O<Xu+9_YJ{}swS;H_!~oJW0&EmY2WY>94hGDM
zAxdF{R5ghLq+f0zW?KvbK_i3kWa97^I@0{#liiDu=Qve%F|7AD`O89}F&AN{PbG{w
z1E@O>t&8Q@L8_|Iwfmj0f#XS4P6@qf)P;rHGs=OMi8{Rf2ffc%!YjhO7jF#wTW=WY
z4t$t<(L|{tP$(PPJKuJW?I`hOAixI2;V5ALTDafw;T+<HKVxH<jzg3h_4deB^+4in
znv(%4;`|b@r{~~lLgwz3<(Je$n!J?ax2E}M80a4Kj5s*<Ny~f_5nXExnoZBXa3M^T
ztVyVycf75iz1(ci%F7L28awy_xqp~OrDariEM_Jb$Ci5h$kK}5_116Qt|_4p`gx*%
zR-$XoiAd^N-FEjysVpg=tM}L1#(~0AINU=;+i|7zseFukg%X4i!Gu@O)ku-NyYNy6
z%L@XkFjb>dWN*T5V#DZ5U*&V~&<K;rO6GwGri%_E*hG2aejym29~C=K<6X;}F)Wb6
zrt|*X;RYP)5=2I8|MpH9S!j<o30W5-1mYQBrK#2|<Vuv+rb~2+?Xuv#`_dSy%SIy(
zQsuBs=v&Ha2xd-uyzEWS^LN?K@E%<7hE(SbYAg@6YBXXoBEW||R7?xbEELTE*Pw**
z#zT1-Xxm}?9SqcJpYcF@ggWnx{pX!3jUe+v75=-|B8iZUi)d@+{86g1nl=s(=pumn
zZ~-k0qR=FYWRx)hmTA0&G2T?W@}2}>a{!b?21ZrO&W<uNtQ|<>g$t3$z~KmvPFf(*
zuHQyRLV6#-sDUqdEjuY97Dj*tzeEEKJL!O=BNc|=Z#OA}CJ8V*k|L~=$`YJJiliv{
zti&lms@nAGH(W>w27BtMYEZ046}({`@&4R0!$44SRP;`}$x32opUbsJ+#-cFtvq(H
zSB*;d9;)8ET2$dct&!a<t5PGuQ=@X@Bad(sBSAfY8BHnD%h*cIk<`A)yg=i9OF6sU
z;_H>ys#yxf6nzM>eYhIZ!Sc;rDV29Ts<8h>D8^8u*P~?7uYd!3=S?+AjXTeBgv+T2
z>gKLW11)w03KYGT9dPz!{sshc;0`8F=XsA{ZmP|x2e79B*7A5>;ijwZR9sdfz>sxx
zHcMAbYKtMjmMB+sJ7H!2AvOzy-t5CBpWJHTtQ}hdTt0#eSH!@YNH=?4Eml@llgAZi
z&SEK6tanCM^@dkt?lYn$^heHrlqq$*zvap+=ff+9{psWha-xX<19c!B_Yz%;I-ATg
zUo`O&ObkverclX4!~z6foqikfBNGLblbd_yZoec#TtWlBNb3OD&I4G)$rOZ*L`D<N
z14KkSN6v{QhapC*I%En1g~0)e<B-*btD`DX*aL_+V|)Pz@GAF+Ll@rfSN2^vk5Eb!
zB&kVCB9`GUoQ$XW$1{w~%;C2C-0o@|(cXS9UatdV$xZNlwDs%562>MA-+!@eD@TSJ
zz%O-fVRAA_yCbo{IDU>9tib0TJ|UgrFG$~8m+^{Q1qxvIY}?E6^IDQhJ<WM#br^3d
zRvmvhFpPrY$Qbue@6#fAWg(J<Y7bvL<?aEqWPc;a5(aWx?u9R&iRrvTac2<-7Xw}o
zN?I&3E?xv4Y%ET^YgmAcP~^QioxQfx6j;N8?8H6v+pQgMnz8gLD?4(}**2*?HrG6{
z)V;W8zZsnCqbTSqEo!gC=Q+wG;~vL#Q<E;e9rD^fqPVIcdC%Ur)5UH1>-87yOv<jW
zGW6ry?&}RCUw0NzelE-BDIvoxotILTkQ1g18+)J9v|I~X(z2(~|0;hs>3O->wQ}y+
z(g7u_9KQ<1%U}c99vp3L1KU41s_Bn=Q01pHzG6I(jqNC5{%KnU$o;W!s4+afn|8*C
z3?+7CM*@;X<s<-om5<C-hhhVy<AG?&KzkT#bOu8vTE8xY3JjX!PH)HkBG;7SA(H?2
zYHV+bbWRs$ABDb-s({4K*h=tVku2~qL=_Y?*lu_Pi><+U1HM;8aGlB-S1E9V=Le(l
zd*b`BIXG$0ou&Nl1wsaB-h_hn+t!iyrM8F*GJXGHS%R3ifjXg6fhjW71c9P}(f@~)
zm%=6Pe$JnMgGU`JW2s!epLt|&=`-^%_JmVJobJx8)%XAEMvycLSl#L^C5eAfO#`6)
z*b4PegKvuhPl@ElU<2el_1tD{zzo6Dl0iosJ8~_NZ7P&*Ycj22<P)AkN!&^*jBTsi
zYyYj^xyN{SZ=ZYt<JYh8C^ghC?~_Li(+i3pnLhtYK~f0(^@Wx%v~4`QO`5OKXnsU$
z6#!vli45D2XVa~zqPvEti@dC*584(U#u$xasxbMvS5J-N`mOrUUG4L`QY+h2x8V{)
z?dQ(hl6|lpgt3Zo+fxcQJlW$6J<Kd?blwQ6Rr?D7o)e^rL3&;YcpSi9ehU&NB>*gh
z9gm{z=K+&Bk&QuR;(1PffBSbE9t0nGb`9lZCR){YJb03b4mMWav-$J8UKG&gcfVWH
zu)wda9RicHt5VLxZ;5xC6WloEoQ?(4rwf_>)g)e*_K>j6<lxm&WMT@DLb{W9e$EmO
zl!IPj_HgHHN*KhT1oRfDBX()`>f$crV!aH|Y$Rn$BqP9PZ-+Ovp#rF01gVnL^W%;3
z<Gu3ZZNuV8jJpqUAxI*BC@vV!aCvc`oYJQg<KHTg9z`xA?aitsHP{Yh`n`F7kQ>8I
z02cD=4)`^B{+FukS0a(%b{leXFo-~*%{=h?r8kcv!#+%@4>dnQTYgTyM{yHXb=H=M
zHin0*u#m?jC`P5g)P!G`AQLrduXT7sKi|A3LY?+Xoy8%?^8MY|TO6OYXcJwY@xLe&
zFe#_zqfT?<eZQ$wrg*13E){L!BW+Nqmi2L%^UsU7mR@6##T)Iz#|swrj0y{h4T*OH
z@BTjjeWNaYqJ84);@7j`NDW{h*6lUzeQEjb^KABTa_W?Wu7`oqzaIVFzP|O|-py)f
z#Lxb#eZQ`Kw&<og6o@@2(W7zhcc)#6(o4}4HSK!xr;D?;Nbq03k(^ocZ|jhXqE$7k
znWDIta^Es%cU(iedr?O=*EU*Io*z+N4fP3fJKH$|%)Lu_%p@`vxKusxkd!`eFCqb+
zh)Ox<^nuXtH!hDqEA$+`X(;(uZ8Y{6QTa>7GB4<>$|*}9?p$(w4FO;*ZEepSJoXR&
zMEx>jRk5%+3veaQ4&%4aGyciEeIW2dg`G3>vD5nSP;0|GLdnGoxyEm)w{NdaO$laM
zX>(*=KH>N#vT1e4ZIf1H;{bOwj2}$`S^}lt)L^RE{|&#Uciw|(9l>;q>oj~JD~O~o
zRCHsEY@`G;UzMVZq=L<#oqhF-B6F`Q0wfFZA<Fx(FG)`d3puT)4FJC45X$;7o&vA{
zEU=jq(FV<}tWX>gXF$YqhyHhtG*9!l<*PD{$1V{)u7`zmkxVOA9hl~~{>==gqK^44
zapJpaAxw2DWWifmZ4v#s<3})K{RJhE<Mb-Tmf{bd%yznDwx%+)4<7z0wWODH{b8D<
zEyf}^wsN~#ZapjbXW5nZnd6MzvuX-jyN8@?A1Bp|yxPtm*S`qc3O!+$^%~M%36Ai-
z1<cI{Fx1%FAKX&ku$9dnpFM(1s(N<3?Xr^FCEHQP1`PGqnFxH6R}~LDd?zaG!{pkd
z{HWGbmdn3M^ti`#dCGv%k1Wh1G;Di393mmqwNLrtl?Oy`&+?S`qWd+fYaZg}$Q)XQ
zm?(z0v_v=hr>z3%B14+Rx!<UOzR+NjH`244n11cD(7!1X0NktwOkV=70^mu?L9}Nx
zL%Y|q6Zp1C<d=x`LNe!{Gmm`oh#a>+raO9(1%Jrlg-aGPc(!~e-XUTeDKF#a35v2Z
zP3^MWGC{4&&+8h5FH_32V@f1`^~Q&$HnCO`2C=)R({tPmlA?rrjVttf-#G<PMkI>n
zw$O`K<`sHJ$vW52e42ZqKudD~&vWB_N|0*%P8+qDkaxQ6O*zgmgw!5m1>sVA`GYRQ
z3QQ^_YaZeriasa%1lwy23fTU;@!c14WemJECrV8nXC^9B@cM>aeM{Z*vKA74U@PU#
zQeN&iZ&G^^E^W3EbJG6Zv7|z>;yX&g-_?6d{{iXq>R=ZK6220W5hzZjXKHdUk(J6`
zW4TxD@O=U0uvFH~CNz^La}*01cK#o2zy+v6CGSJ+(?65enye3U#S_+IlFdHT;3+yq
zupUP+6K@HsbO;iD?-p3Lhue;>TrDH>P9mL$`e!Z<ZYb8+MUM+~`6@U}l%fz#N{~zh
zJ?%-0KDh2pqk00!=bbSA28SD3yuB$ppYCOtQYEh4d8EMPTBnh8J=H0u>ng8LqmDac
z%rLmnq<Lt7?fo8DKw_?Efm6N-C?ID`x-wwUxyKY9xZl?F)h^V!ij0X<EV2_!{f;8)
zE_r(oUwbrPdsRocaVHEk!&9)6pcAA+_Z#s1?!n|qYQ+j_FKxm0=N)E5)ujm%*`Z{>
zlrc9D-ovAR0tr6kIAwo6NtIdXE(FlQN6FOynR^QTS^^q=fQ`fvd7>eFQoIUyp*@(=
zA|i6=JnT?%9SE@y6OdQ<p-4Pf1qM2l3`4VP7?Z2wBO=>j^9T)R>UqeGc?j(VM3*W8
z@x??MaFCPn=$ItAr^s6g58jLUas?oiR?&lbA6&<7u+JlCo;}U7xyw~75<4_8sUF!V
zrbb@`H|c9%xM!*WzM_%bC=DElSl~4nvIX=d@L%A!<3X!Ls(Yzl>jOU9S_vZ0tvU*<
zsu~-=ICqn3mT<X(0;t$^^oPPZE;HcTUmfKmopj!;d-<SnKnmx>hS5ONF?Un0P#sFr
zw4oyPs-G1;W0@;lED^?{?Mi8&>zFF-Udn5#=QyQLr8<J*^ni*4@NRyf-sfY&JYzfo
z?tR89ib;8rL#I74sv6T{-L}Bi&^?4&&U5KO=|cX)OZX{tKdFu{2=B4^&}S`TWShUI
zo)}2=(&dWr8Bd^+oR5+qxpXQs%1}Bnf{5jX8xjlTfliGZd$2$Ah>vVp9$vL6P2;*3
z2!O@_>_=Kr`t59M_9=CjA2iv`y^ng!KVSeiw)X+>>Sx<OgkHj<z07cVlJqK8N*C_r
z!>}nJwVw#13o@6#IBx&FmJkTUj$Ya-WkwQlaX80qnD%r&et|j}_1a%4Yh8mBHcDO_
z;n<wBK@e|)wd5hrmKKNdQng+1Rf_v*wY@DBMua!XDE#5_UrdhW*?7kFPS~0m>9qZV
zWHWI_lHhhcY+;LU%O!n>Dx9>W#S!LWITJ{}<X?!WwQ*o>rj-ZiMIT?DtzFGj$1ff6
za*{D2uM0_Hox-gl&y&QKG}#*+!WCk_EFvD~yEvRzmZTA%x@~-WtA|nie1=;(Y?)3c
zIQwmG44=I_PlU(-O7{sydd%1V{o$DLW$nA4h?B9FX$yjxRae()k}rMKW4A*iQ;YZq
zPF~56Dp;&iJ<4Lw1<;I#W)x0sZsr3rVk?|!hX$gQ#VNrfBE5HV8D+<il*0e`Ib{z&
zs~zqajxu+-3hIfM^bh|^jtJ~ge2@}SAaLsN>G)pA?8-~L9J$g>*4B+IdT-fX@$}%|
z_s&$cdsB7}I0=9JUvAo|P|inQj(FIrkvgo`I?gM!X%jpZ59bk$uB0$NsTXAjIIq-;
zGC1h>sr%>M4Yl2+^IUC!hR6foen#8rB>IRupD~<9A+|#jkeKVFz@T4hj9{uOo$e62
z+^?uPzdUZNDl;&U^MAykDalzuG`#s7;kg*{Gkc(5U1}aUCu=n;#{q`@R+KTH)H+Rc
zR4(or&|G_gPy~oA0FexHWBhp1UGM~@?++Xu_1nT&f&Szx|78N4F1z1)NL>TYqSpA1
z-oeeTAH!|K*+0bIir?sa{~(GcaIuvSdwH^b+!1J{V)MSxE$evEmJrcV{`u0YyQPz5
z-7oN?z{D`h_&Zz(&Na4zY4l+0K*zmZg-a@Nr{z7mL_l={wgu@idq9ubRasRLzWMZh
z$!#|7>O+>&RR|j%o#UsD)LDpF(o+Xy;gQ<&pYv*rp*1O|pUjra2%{}36XT1hNtBdv
zWE)TAJ+1w`1q7GqH8|>P8Z3?##M1d|614Ao3HfpleHZ=%#lCaFS%AkL0l)0X{+)3|
z5`d?ZwAZUo{w7iNe0{qDV<FjN7rKUP-F36^dXODc`ngY>-)E#=e79eABkXC{s_%}|
zHCcrmZI?IK_XSC?`P)?0=GMyQ^nSXXYWmqlI9qCkj=#88TX6i}JG~Xf59rh%i~<mE
z2L{TQ*W^FW_@h7jS2~?~G6L0-0B0_)#UEJfq2ler5#hnl?V^LBTKIV^u??`zlFv3L
z@XdzezT+7jf^W?7t2E~$8P3)4Fh1-A3)<O!NE7bFss&YxCcx99vGDMLcK8k|TEQER
zjEqJ@v!lrGOEEzD;=#h8@Dx>^O(Z`&(=HXj1e}FKu~PShUNh0WiyGLYHG#X6BC37u
zCMjsSOX+_obpk!hiQQ=X2))iPLS<t2B<LULcHF$DtRXt`&#B;rg-a<Hb1{_uL8MlK
zhKSm`D;F+NDq02cDgTiBG$BbMqovext{p$8_HI7Zc;VvYY;N*g!^G3+^(_%ulwuuH
zph8NvSxBOQpXamKjRxLcV^=9NPJ>!uVfwN%16IA*uHnqw*~E<BDLIpGvt}OuRLD%b
zZDM!r^U52RRU=k5{j`bIJ{mTWnA8t34?gIPx!sBXlag0jDL-RQNnCK(+di*rjJ-ym
z2F%2pu7M@>+uw<Cr}58KNgdki$ryGd(f;gYv?pgHF{t`o-avdv9dPsQNdD%N;#SY-
zP~?GgR{!!oqXcB52WU6|s{!m~hqj13OsG3?@(2FyoAYkY!}zf^M8z*mEkKf8XuDV>
z9BX#Mp6KO$k_i3s<!t|;eWobtcI=_tnsbGrL8z3<$<BI@Rfjqo6=d+}6tTPUaC^(f
zWjEW?74gLV+DDI_GB+2=4^PC(D|$Z&^-G8XWK1(@Jnx7x4UwnAJjL^)uFP0b`yO2V
z-S44fcXx79Lc(xj!c>mS#yf&~o5mf+4UEv7&L_nj%aB<UKjDT0=?h$pe_`Joy=0K>
zgNuUl<(Q9WnN{ml-Opu&V1y2G0P_jNa%Lotrvyl0H0^1*!2rwNjxl3^PwMZ{yTij%
zRO<@>_=K`Eh}4t4q<Q`;b_4W;-NvgU<gnwIEeoOzT9`+yk2Bb)(iBO3XJ&v!HqDhX
zvJaMwS|#oTx9UO+fzv${3{-t-+1!$U76C4yl8-zuR{BRH^l(o-cPcHNTI0PuZv+iM
z*^ofS9v|gg2v*Pab+c^F{KzutS-i!q<QMTVJl}IDRC3^*BX_1AXX{CPvNF3o|A{UV
zLfze<$pxETD49TD2=oW}6HERIPrH{UYmhr%m<R-*zYG!X-Oi&Q1-(rAKKwFPE+DFU
zZ(u05&AZ=cE6Vo3fE8uT8Rr%86C7^688Bej9oBzZinIZdeKjQ?yzQE}xVNRC@>X&}
zpoQ;fUw&>Y{+n+#ChT#9a+pCe&`(_TYoWNlh%dl<l4!IK8|H?&*5hhM)Tb7BTu&2f
z0;8>zJH@#RofX@iVX7mBp&f=c1VhhlL&M|2gua}%N8D}Kxm7iDRVj0^f!tUHZt{%V
z@#fFDZtTjt|Md|H>~8D424Q**ERadDgoqN@FJOcZ;yyW1(%GX}K>(j}P}u^T)e&l|
zOO<_sw3oMmNRJ_ti(u+eQ!t(1HD4kvokO}cZCFL5INwt)2K{WY6QaCwr>eity*Hwt
zssYsS#BH7GiZH&3Nbd4x+TE6(e1<V@(t!)0QyS5UBb3(Z>(PtaGv_irkUq=S>PTXn
zg5git+%J?n@p?Fj=5NC%Oqi%VQOkW+pyk!kTK(B1AGqZy<&t=?-S4*X>G3p<P;wf8
z1u&b-y(jVxvp3n`TVMZR2pjTLLeQ|J_ZI&++cNCd&5!g9HrYAfzW8h{$qj}+Kf$xD
zNd&*xd~^GsATX?l$}5vj)|ZRge*1<*2;P2?wwWmyBYOFTCX;@{^looafsd@I6PC9S
z&29fybK*UttZt+MmnZYf$uoOd8*>#~uNBv)0p()3yjG<>j31s}cl%(HBlxGajD;n#
zPlO7pdWR=WSstv&E5vYDXhfbF>di28IL|T4h`ipar$c@>tT-PZ!EeOt44O8+M1EGY
zqj(l+k}3FhrFZ%Ksb;g9MZO73DRMKosIT03xo=rP+M>=R^?J&qJMXVLxHg)*G3p{+
z)qKj0-C3jWo$)f;x-3(_wgwvCoET6yBJ<$w@vxWBMfFG@_Pf^6^0MYvnE7KEu4q!l
z@Ww^A!)Vp*f&3*dLTy_$k?N@q9nck2-gW?ql7;snMjPR8;@(9K0f%`?ig#`Km?5<q
zYkH0DKkKS0-he4j0s}OQG$N+}8c)|IS)!uxduq5FD9V!Q+8Kn-)(FSOp@UbKLP>)O
z>U3w2W+4Dn3B^aqGeUu|xiL`{2{_Dw!r5-U_o7HJRbm1hnn(==zp@Y!AgVef>J76D
z(?#99FHC_)1Lht6B(W5JJ!*11Qs7KAxeWeaQ0HCJa(Pi8hlR>MOw+z^7`h%fl&m>?
zP{40(!K6hw#dF2G?xyuC8W2>YrdUMl!L^dgSFle8WXohz*d!Puy&by{J|P-NG^raj
z5&xgYD?j3mo$K71u)jaRpGx<o%lW^bq>M=hnVTNzS2N#Z7d`Fkzs*R@Vpf}X<z$9+
zQn&e|ws&THbKl7%QNBz3`{N??#jG@?9rX?Oj_Z3PQ#}b6E*5<My<Myc`liOqG4ebz
z$pUy<A2=b&n0%mR=n@C5!z7GrI8tf^Mqa_IWA7z1_x*w%7$u(ZLzR~(bA5vS0T7BN
zJQAId!Db9*?27o>b?}$z4A?{^NF4RCUal5k<~uavMf~hMzSfZA)oZvcg<DZIT^|&g
z{yc1CWH%>gyrm&c_l!r-SxM5f9BI!Ac#R0K8jQTLfpGK@!BmQof~8YLC^}}eYj}CG
zFtQB)^;Ofvem46ajPEL=x@#EX=G2v1S&JeAGq<-a-ZWqbAx#B+C>SV2Bic*L1S{Tl
zkd<>&k$h1m<%!W9UWln-zBP|{igJ-SEB&<2G}t2aZR{aAaUrhmgy`MDcLekJrGE~Y
zfzt7j_Rf=12YGqmhatw~`!9+)Wel<@3K+<^!<3scHi^$T4yn`_p>E(GQm<QGUZ_kQ
zSx-Y(V3M_ODygz;V6{zGJqgdiD->ano3QjaNn@2~;lZu{dG}=qw)a<Hz7ca(_>NQ2
zrFlfCd^B;PQhSy7+#Sf#^x!aRh80zZ@oz-|I0jiH5Vx#R4-3zSf{T#OB>nxD5i(jt
z^4DN{Cb|ImNY2qHq!1CLE~nE1zD#~*AVxf2U(Ab>2*o(<$7{2ayaN`d)qQOd>E~{K
zo4#kuzV=6dwuWL|feZq%g!wy6``ZqE?aZ*O?e2$`;fKDT-yOUgJ2?DV^q4c&aGWK(
zbWqtc(eJC+lAZ1pb}^YkGhsP`9~YCfaYX<jqOWL@P-<j9Y_D^7m{G^);CE88W07!8
zV5ttuG{dJ@<j~z<tYK;kw)u2Webd)|$y(exiSleg9jL99_&RJ8{O-fnbFb@kB>_;P
z{d@Ax_U@&hzXUA9(CY`mg)3dlmZYJAQ<zMSmvcTPs03JB0dxP~<;eh<zbs7ApNqTS
zy-B|j0x(ey;H3aO`1EDl-a3di+&lXB1;i0x><DBb-qJwBxqt&L16_;V1(1;mqmXVz
zHKhw4N&+#G<&F{!mEbz*F#9*Hb`Q`>KtJ^-Bf&OQ>+Y3-mR4P^_#at_I5`x%<9{%#
zQlt(?egx&3EuG^va5CyI*T;8+h}40W_43&{6KRW->69!JMnq~cbQr3@8y{lB5X4nC
zJv}`EIMpzb<`(eMhS@KdBz(sd%eH@u#u~zI6W4pr)<}!7AfasxEN^|B{1JkrFgPkP
z5sl(uv8%isndZEJ%=ltT=wB4g_Mlpm<gU`G8tB>qHUKynFDDxarCk#II!NRkcfccj
z-xA3sMwy|-hpMNY^xUxlu$hsY!8H1sVbrA7%^S!irPt0j3Fi!FV7~%Vem?P|-NTA+
z?Njudu!Olrpe50E)3n&=x55xE8hGcYWKHBfA1X<VBfspt^Lu>4^wN#*o9H)z|Bb1v
z3wTPMR$^GjxShT(Ki<IP(;`ZzAV)Cw&8k6J-$z=i_{In+;!h&>oG8Errr(Fz%XtWq
zTH(+sl*U8<*WY)vE^$_En)SC*{FgX(O6vah?|gkQ;amBU<oRcQn`8T!WBbo0w%;^_
zO(Y2Qab4vBl{kF6gx1n<`6hRNsdBbWL()B^w+XkIa>kfh$HickGzlyR{2MlZ<>hw0
z*-O8UE4b801gv?^#$5|NIhlPvtyDkx)vFrd*v})xPAsw%tUUa_Owk;)Q9Dorl=Z!c
z6a_l`^%YoZT&fuyLi<m7b?n>EkN%k!_5+`uTbggz)J#Qvo_+M_J12;y{m1i4@w@Q%
z(DvRqZk(z?XFd}AhZ6AcDe>Iqf%52F>$I7hVF(T4QdJ!Sx4R<p?!uqZM&8y$Dizg)
z?=h%Sl8;CPKQcdPJyJ66Y3sIS*e_N;R%%V46){-@T=ETUIO+#GT`_V-<ohdq_=W;&
z!{{((u|@DJ1yv?bDIh+^)ssfGU(^OFGeOcb>ZnuRyDDHV0X2h$U%?}<qm0F&G|W`m
zF-3P56WDcitkEuN#xD1&#56^WXieYuCuc~Trdp@GGhP$9b-r1pW}x8{;H0ZzV&U{m
z^O?S%yS0aP@WWuW5H&SN2M6D$NrR{(r{ZHQrl*%3L`uk0zMC#%nta<T31yqvVs2Aq
zeYeKaG&sL;+1OxX;TCa$VhUCBaO+<f5hrT72m3yb6DCQK5f^qMPl)^`XgZb5tGqxT
zuvAC*Hb6;ivg81|!GY5rkhjM_d$c+7XG2c(er0NjjfBy6^UN2`H;>(YVxkbvKo?kE
zUW1&R@8jneCj&=6H_ABg-+%C<Tapfjk;+#d8OMC7-_?2Wi+D2Fm3or#BXz&AxM1^T
zb4+90aOP@z-_+lOm;ojsOpn39ub6(l*g=C=15pcX)C=d-3sL(E*L@Zq-B?)pErsI$
zsHpT&i`nKwT<HT%+490RRLv8nZyon9`D7qhNmcCkgOQEPE*ksP2K&N~eqXg%P;hO7
zV9yaT2a<bFCC^u^_XnCcGXrOY2~)GlAHFe-UqH(7*ldn@;NEZ|#1g}+ev&Q_V`xy0
z){sY)+2Qes&}(P?^d^QNt(QBqvJ+Avf=^ENlq>6Owkf7%-5cN3(#fAu+=Wy-9u-I_
z$2$4e=f7hRkn5rF2o-$d2Y!QitxeYILN;@tI5{MF(LyR$o+dLEJ^QFVx$NmDN{qfK
zbPf;fh>P)DJHGsA)$k)nP_Celx2OK{_<>AtoQ83g|I?A}<7EoJ^I|znizpoO<@vA5
zww2Lq6_cW4PY-Vc>cEiESS@{8m5=!JvJ}I?owoh%JkKxBTV`2i3y;ENDV|jHHdXdu
z8apbclZMVzeSdQJ{-Fx*rio)`4t`r@g?xs4aH`e*xbuZ^wy8ZDxz~En-geugUQQ`#
zE5!U8p$^tIb)L5%K=o^;2RroGVplOn{bMCxzFdbEy~SfzDkf-;=952OUr7t~fYhh#
zM{FA&o*ZufJ?x<TpOgO9A&{BGms~)$@ECtQddvfpNQ79=KH>wLJ%||O$+v3#*ZN>-
zPB{Q~vk>Y3wRch4@7jgH5%!BTJO94u5h~w?Y{BlH%DTkgFm!q+td-9EwLN|48EF*N
z`kEybBZd9%D%B=YH0h4{XqXor0A`tHtC_TM{RM~~Cua@@IoB3xB(Q&2Bkr7P_0xUe
zXPuQ*<IYSMu5uG{NBSM#6JKAdO}Dg*3qwPFYisL9zxnwb3f#^$`QV_H);Cd)_F!oO
z#VC#pd6W{dZD?YHxDfH_p|2^udSKD^tBhOrKnFv#(kotVcxD%E@1jn%JkKPNXEJoy
z9pPH%?_KxUxcD);u|&R0Jz=?5?_jm)40=yh<t%oXpy^6PBcsESaNZfCgayfg(JrHO
zRWXg!7PuM|9Fn;t$v=u!Ec(C$*EwUvlQG{6_VK3LhY^99M)CdmMZ$eIPD9`iJqFJD
zt30uiJ*-gQ$p6_{#ClouzGyD$W2JJsjn?*uzc!gLNM>{x9IOeP`!EsYsrmPtv*m3`
z=7<({uQ?Y<L>N3D**>Fmt0H$Z1PM^jgiZrRABN}zC!)6w>HYSpeNGY;FTe@`kga0?
z4fESma=}xw&C?4o$A`9m=Muue6BpPV*a`v=i;&MB*u(jxCV0-UC$I`oqNr_6yyPs-
zQL<A4E`-S^MD+BsfxsZ%rw1>iZ`klFlIA6Rq>o?~?j*7;!1WS8m307{6)}=5!j%kn
zsBi346yhUrxE~`j1F^jD*+iAuyUi-U;bNG*s7@a|5bnh@Gorj(QTzuBA0_!2mm(JK
zk>m4WOweYdm{v)H^*o71r<jIG@}?%FYG{=div2dgp;)H!_65naQ|Go@7{hO3p;+Ck
zg-i|aO&E=fHAu!~1<Mq<W@?8Ni#T*RB1|`0Z`u11qkC9X*u7{sb}S>y6xlUeBm((a
z9z+2c9&0!}ORuE$Mgp83)$|kC!IVp&!RscGJ7$bL;`G3`MU3yG@BuqRw=l1yp4+PH
zn)PTjBls3=#6MR00s)7;nWcc8b;KFBE2z>v(a0tYlL*wK+25OZ3otA!9aua7>)1m|
z4a-PbzNhe{tJE|=a`pAv4?{o~WW6q)T%2&u)`>EC%-!l_JZT%H37??6o6&5NtN0-M
z=0i9t0|BYO_A`cKFq&PTcBI&aD#?^Ww-3ut8L5dp0%}e+GG7f;ZG41sVG}uPO~{Bm
z`^JHrK4&zTkimvxJj^OqqAtyPN9_C5!%zScj@~Bl9KnnPuaba`3DEDuA`NnkyZWC~
zSdWmWy4LX}wT~@1oDB4Nh%^~ISK|9UZ}6lkV?%Wft@asb^!SB}<H5!=7*q7CxU~16
z#V+su*n(BIsbZrV1IbzgU<&smE>z!*QGOPBWA^+yT~pW~<c^B|>F2$O6V4-8L?aQB
zgE`yZ+p;9>RlfZ|Qq)|_D@jlX`c^I>>~G1%;iF-6<&=vMm#2X0dvpqs0*)d`u=QET
zf&yN+0hE0`4cK&Wh6j>qV}bFz0nBQUfZy&sur>OK4psVmvD8aQXvwxFEOc(>#YvL(
z*BAY9Yb`4Bmq89Z&E^?+_du>6<Sp5VVA&Cp)0edc^EE=^Ns#&{|C*n2mmHO+qYpPe
zHcy!C+xu>u7XyO5=GrFB;Mhvur=Pd2D0-Ex=zA6Jr}!32Up~`h)m`175lG1>5taFc
zF8?xU_BiLmpvr@{1XYj0K%Iv>xZ^;?t>uR<12}7Uk+6|?j`{X%+Bbo0S%;N1tTwws
z4U-Q;ODZ>;>rQ?fD_`J#7sq#JhDiV%1kj<FU3pi(t~3b<0lHvhJeCoPHowr68n;I^
z&=!CTL?E-k0K@{OOJdj73G<_=x-ko81q6={KcF{&;SYKz;r`!Zag7<m?+e`08{iZL
zU~*L_D0(1tS3|L9*g{4{(q6CHsVD$g0*;SoWUKZmEceLwsX`lv)E}S+o~@VI<%hcv
z0)S*2EgXosXL7%hBku^18heHSt-t_Rn+S5}&CR6^srQNPFk_<k<5F%ygxMN`WAOA(
z&StrdhgfcD&qj}-&>K_1e*QbTlE41+hWr{-K6(Cpj0{<4PYK@BGatg$I==1ibV{+V
zSM+L9P3`~m^W*F-scUqslVvFmGnreMeX3*q$%@u99qI4zmVAsk1^2|0)2}G4GpzBO
z`YFT+v8}H!do<^Jw{W1>{AJq&s#UQz7oEW3?M9@mc(D|e{^I_pkm4t^(@*v(kho(!
zg#mJw3bmg5asR&E*v~g?a~poa&Ve}=W#i(Ll~;qXN#x;&DmpzD_-Xr&gsg-_UX9&(
z>;?T`OKXIBBGtS5bw<DyIn4-ts$@~Fv37OVFCq{tt1yU)$F#OXp0gk3H@SOUQGSzO
zNg@?sT6;Il?dkJIz7RTcJi-t<Tf9J1=N`;Q?r)OkMe!Wd^4}!ZIqDCMY;ysqPscW%
z<AlQ5OO~miTk8IsFFi+L4=YD(K3)52GU8uQz7~AF2K_8s*iAWQ{F&0X9UbRCZf?Eq
z_hwz(wQM!iVtKzP>fG&wg^6?q_~$_%%QZyk?Qv`ORw(1I-6qs~oqn!A{8D{9;k=~9
z2(_YRTSRcVo`;=b!N%Z42+%uPRW<d*vvzvGZQQK?nw5B+`heK;bgP}J)~y<VwcG}e
zR<6@fb?@+DkDK1oWdqamB%mjD!+4?o0^GNsGeH5ZjUz@?7%GTy!FqcyC^YWnoKR<<
zP#4gK)3rmxgxR^d+l;}geyYewGD>oA_+9u#IYc=$!SPo_-oS`t@~eT7JYYH7!+pg@
zDWvKAj!3go6v}9DsTbU2d_xk<yMP1lsYied+SD>k_-Pq?)ik9ubOhM?Ssbov2s4<*
zsG0DV-4Xf|{eHor^gGQPhJ-GvzNLueS8Xx;WxTgcG9>Ol?)hUuV^F8|_5)r2{U|mU
z-kA2nJG_N@e2#tZ97G)#%N>`VEHVFMV*1C-#L4_N^X*%!`}d|s?%f_4X_Ohh{31>D
zMF#h@TI-;?o7T4^=5Pp=%p#V`7LGA56PvX)eOgs~WbARCcoDM%T<}>>4C}{oJiN$A
z-pwCY-sRTCe!rF$jrj_6DA8|W*uN^vdiz`JnW6z0BCuK0MCMaE_~2QbUq^0+=Xcux
z{JsCyWW~0h^joZRLq97K++8o0x?J5u&C>(HwJ_T1)3wLDyrJn0w`4*bUtC;_j{fN_
zi+#7W2EqM0ay2?RLj2pgJ@LEx@07y$sEWm$^u3Xr#*;&)X496|5A*(m%bR7IW#^fY
zo$)AB?Wr5y)9_Raun9H~4K}y84)Ad|cYS6aXkz{-vRFj_{-?3g()P_{MtYzf(^TvX
zSFxAe-1EAvbSrTkzp>ulwO&YZw@bSt)~GbrP?*LD$C^zqafU>a)a_>}J$J6>ZHaPQ
zJUD%1?W_N-PVjtlu=B&o5DBh#jI#dxs&KEvG)sqRD|iTZ?k2U3a3`%H(lvu;+=!NW
z`In4A9r@J`KXc}9jUQ6|vmI<E<zc3emYVg>DgJR!5XqmLmZ<7)pS*m5Z8rM&LW+gP
z(meq7&qTdd;_eEmQIT>Yznh$05qoO&(RSCYhv_vpw3|8o|5!Tfs3zaPj}wE9a-$K!
zjYe`NNNqGI0wNO9B`OF=BQeH+fs}-TbV+}uMY<aiRFIGkX=w(G?YaG(=N!-R56|JK
zaPR(HpX>d8y^MgC;DejAzhxRB8cJ()T}+ARIxgJ`yceDAe`{T^{$G2}8Y{g|AZhj|
zk`;9iP|3AE`#Z^Hla8zF`aZQ!%T2^b|E|INT4PhvT)oYJFEPG`3HLhov8u&u;+Jsy
zfR$o3sU5mJzh=q(nxFQ7_DAdE6rYHl`gvOSOU+-hiPY!w!5C|+h5zb))wq@2O`vVG
zIegUF{CX1{*lOY6(%p2O@d}a=0rIdP_f#&+U{N8TR%c?erN}X-;QKDELWRFVemwZr
zN?0Lwx^$B8yzOS6!7nSJ6Sg8#RSzn<-`9<W+dW-!db<76Wf@MP!b-M&-ok3@07O^}
zDNy>AGKYX^3sFc0K%!|9D~al6xG?vpqeM<1-bj7rkX4lH4Z5pC?*KYpF~r2j4r^$%
zz~Ib3{0=pVx0*xge^%Dy)p2oNh7Z-5BvzENn-C~1e@MQkxEig}fM6`|X*v_0V?q50
z8`5>DwDnG#I<-1ui=djKEeb|{y$WdM7vVuu{=uZ$+^lPlC@TSH?Ppc=h^~IOfRi3j
zJeUC|>?#Wd%oaHXRqzog3tWLL1PS~eQ!!!t)PeTpZH`9gmkK;55!PDDZq~ZaI;ugl
z`l=TLXcPg@aKP}(*vM7N&P77XD$A-#?k2|T_0GW0t#`$DCt4J4`)J6!SN!K+P}PEJ
zEV?W8-#u1iwz7U!@hX}s2^TF6nOkYBsY~$GCC=0()`TU=uZQ&aP7?B8M<z6b`jv=m
zRyJaN;8@uVab5fqy-T7HDn4S^I;n#(R`d}khS`Cyil}Zl0dRD2=v|7=8`;~G^6)Af
zZ`v+=@;3FAdH9#hEj(_Qo(Ba<5GhopAVKqPH|rJN0{lmJ^#lcNbP(EF*;-#&A1Mf^
zm=S94^?{ljPFiP)!N4zsO$wecBp5lUx4g?jtltab(T9!BDm~1cUD&a-aj|@1ya+d^
z3vxSnSbr)uLuC8Z;%;p9A<8wPy8LIqOkX>m0EC%$S+@2U|L%uFywB<Tml?W%_w~F4
zkgdtt#if~S(E|O^P)p@CBCb?_Sq!$b#9;A-pHXv}5nusRN5Z4qV0X_G2oV{9UAnMv
zwCw9Qyoz11J1m+&4-L4j#sBOU01<IlfWq{lk?p^jfZN7OOb!tze+G`=rUL=RiKdQb
z;1ns-1Kq^|XNp*i!mlg>ST`Y<nw}pE=I_AYqx#j0oTW2QMWY4OZp?8KRZB)t54!qc
z9@SL7^=(%}Xhsg+4$kA9=|s#HvxJWEk8Jt07}St(IsP{)>fJYjnGy_u{0I@pwnx1O
z1)(Tn-X;MG1PNA-{!liosId)=8q*`nQMS@xZC0dfZu~wJd4u|lpW=RB7*|-4dDwyU
zyfA=Fd-n3yQ0v=YJ!rPEQCX@y35g;tq5eb$8<56pgdrM6#Rr(O+EBjpY>Xjr>n)l~
z-N3UP2V7q`z8^;Qbv-U=doqAh>rcyLpNB__BMdsh-vw%5Xok!20;Uh`?p{Y+eoD{!
zrymmiZoo4gh(qLr)8!#V87d9pX$@=(M46um2=6ayROgMN^1qXEP}-AOMZqwt93Gu;
zddPc>)+0UpX9Y#{5$S#1#FTf7p*V+Yy(Kqv#~iX=4xLwoMYpYqHcvec%KMd%SqlP|
zxBB~Y2Lo*=#x+1sKlo&bg|@&Nc-7zhw@+<T7}>J<eBvSI5%`mqL%EGD`jsF|TJwq3
zrMiF{6GVe)oh5wExSlq-^G_bHRkT;o-PxltwUfWX{z0gj^CO+PU-`!iX{OeIQ=B3Q
zaq1nk))=;cl87O_ascSSggxXs;Hca^v5O+hwuD|lMT|&Z?knWXCm*R`Kq6L>^*za(
zM`Z!rgW~x>X1JxG|4;k?WJxYwp=dv^GjsJ_eVP&+0l+<%M*U!HZg`~a5?mx1Ym!|X
zjF+!HgAS2eRdwNn^AD<IS%1Rcw>R-5@70mGLMYMA{pg#BQ45&imGe5Zm!nm_VfSl%
z{Ty%VsVypi*Lmw`5or>kw^}3p^bD1`6?kLz2qxQQJ-AKkNozimX>cm{F|yh$YM3&5
zRa;BEcYpHT>i5A1ACs@#m%7bn<t*BuZ{?fQGB2Rh@=)s5veh%uU~^}|=VD)e8v54P
z@4DX~WoMaa`I&^Ny#DvbEmYfb)bV0k#>YB;v7MvGiU`s|KXM7E8N{R4Zj2Lcn^sor
zH%p5@|ML9T1)(|!@8A63{RZ6>Jb4+ZhLehK!*U}ZhJ+@G1!E}2f-j(6Cs;XvvR@Yd
z`)XMOuDIo<VGO-((dw)guTH!5DSo_A_D@I;bZZ}6zzrN2fFI5GsI?W`@xfzBm56tg
zT-d#*#ea`%%UwXUEASM0h#k3Y9<RZT(g)eH(c0Xa!vljEKmw;Kum&s&X8NRHQqInq
zey5P+89vcsOq@yGZpHNFhga&OZ$QQRJ$w5;uiR#u?doRkm^nE)?LzNN&s!n%?}s_{
zI*mu{u~a2B&Dtu~+LAsIC_j<Ol^8Uka%V4Ku!SbE{AU3t_ca;~^AUNwr}f8Pp%#G{
zGKIRMpnb;72Cv>|4-ATPx*%KxQr|(dLP|K$b;t*jdpAKLN_{nZCLV4@Sk5zBJlT%)
zo}^56>L85;|4O3Ir4rN7!<x#-`0}rMzH8^Wxi68j=`3}*;z2B(SHzwAZA>i2`VlyB
z`Zc+YA9i@#%awLDPCCygwqHJ=l;PL!Y5)uY<Z?8Wf<4fuZqFZ>7^4|-(n9v&V`Pe~
zvW-^n!gJEh>J`F*<n5*_bf5rThC<}`i|_{%l4dCZ%&(F`>>wEAJmN}Yo~vy4oSR<D
zO0u6>l8;EuvWwc$MOOj%^2?KhMtIU8s))PEN+zJ(hG4X``!zgg^Jq%k>w?n>Sh?@q
zwVL(&oWJd<{39~`Ou%%kbp2y>|7qT<4}tNKk^@Dl2#0tC@&`V7e&-6^O?F<3e84&7
zy|d^%x8UUZ*P)K-0+$gZ4g;ctHcZ1nh8D>f<QCG;Y1Giq`99VNNLB)3`ZMrghM7d2
zYh}gU3mey`l`}l8)9TC-yZ{!nrV3zITa4dneCd3Rs?sMd0~d>Sp5Ae;<BdXSnQwo#
zYg3u{>o(WYX(ulRDd$ZJnb@ozZ1;hF2&+sMg@8F*@}k=O;6Mhxu|eB>hU)ikYCdbe
z--@^q6<=+|W<I`5CBc@QOxVv$5j+&AY;QEVtpY4N82@9mAKdaiDzXl(-kn^2_(%Lp
zKz*<XD<2l}Zda8WRE5q_&=O33v&?6!USz_@D!$ATMkQc;Z&|ETN9fYyNR``*BW{rr
zH_%skvm=-cyTIbC`2+c|$M=flEI#$W#XDT<sD8IlUlI}EWv^^v_|Vr=+uqsK(Am$^
zTwN#Nv9pSoxh)ecg3uM-mEV(Ze+LVg*;LXJ@1`d!8oj+~nk4fm0cHH8Lf`0%iDix9
z!zKgMs@8@>>j#qy4R7+8-u0%H=+*wrd|ry09wjI{9^hyGgCEscZEZFwj08GV{F&09
zJ6Z@zMgOaUB;xGpdv+5i<KzBlWPOVZtU|_00t+kPse=LZIGrZTRNn_@@Yyn*R@022
z<{K9;{LTObFJQ$mp&%kJ+=9+1EzZ${cqdV~u(Y0zC3hCl&39|4Z6q=iYiALNmwRnI
z-N2bDUwCDz=Y?6#yBI}>qwVh7F*J|I?yfjo77Dwjjy&b3-c>c!we{6iG0_b$u}l|6
z89n04yB0g1r15-!e~f(r(9o3J`}oP|#S8X@qk+Dsk9E?7u`BTXf;<L}Jo*z&4qiHO
zxldvW*Q8~66EJr~|E3F`G$Bp|$XijfrpYrm%Nz2oJamLed<!Lkzs*j;L=A=JOv3a&
zbc@Dw=HA(~bIOyKzl?7+&FRhcpypfDXD2j5^59$)Z3_IKrmA-wW3F32VKe!~_mN(h
zxBJ}cS<RJQnA5TSj}GuLdx}W6=M65N7qXC{A9KET+m`=f${3@BXLm^Jn)r)JjaO8%
z4m46~4=JqP;6K_ko_<7M**yU5yiH(i0C(V#UVp-!e%OmVKX&^el|XN)H3zN!_A|4(
z<)@wnHppPB9}+%YaAK3;$dvK$O4zf|tUqp-w<)}I`l52rUD;YRmR}q$w&a9ZbL7d~
zWYmaSAG#q^fBLj;hU3*^&MFNu$!X6s5L7)ylKMoEsnirP51-HSkR!UyJfY4xhcnWF
zEVF)t#y}5m$@KYKo?s}O6_IkX_T`@BsQ|JFgO8IM_w0IEaq}6S{DF6Gx}P0@D=C6s
zcWq)~2PUWrD%(yD2tcM3a2msp4;%=>O~g?ZM(Nc?>9q-2?R~mt{krk#HS~%$?5}@|
z9i}|)dzc_##E1VcA77RamcX5u(Uw1<{m%p>WeSpd0+KKR4Vi(4Yy_)05-v0B)r38p
zQjw*(&Z(1f&@1Vi_x?At_)Z18&q%^e>;Cm>-z)!Op?z%8Cz%)^a%@p0`I8v+-~#uq
zH0&e8F@V>xwrNS*g9<}HgQ&IL&P#wewT>K@hN=97L6m-~*uAGgoniuVJO|@?XubVA
z&!!`ohRR0yxcEV=BxN5Fdl<z>wrD4Q&tH=@%ppPMS2(cQ$CSFoqg-2*mzOo|QUB#|
z%+HOJvk#!t5}&!%9r<Q^P$rLXS9O{S3NENWMC>`GfRC@}{DB8O-?a`PZ=QiWLz1%E
zQDwzA<lMm2<+J2VvD8;N22f?^{%_{Yai#InFBW`icm3UjFM!XuHoZN$r>mcLn=d&z
zf&Jy-j=dBq_h2mPoSf4sSu!S8b&PhGdo{j&8!|UFZ)&LUWx4@1{i0OoW*4-#+Ohv%
z_dB!ur7|2wN<3+Dv+`diM&!&*Ml;hbu6!_I;f{wF4KNSf^c$h#8(bZ5m#yN#n8vz3
zi}lee@X>GZL6_9YPHLuXiRkQcex&lBzxUmbl53(3f$u}~FTYuL>-xa+iX-$Gy6B8y
zrYmItmU~q8P(d^Tad(-`A`~T^*om9uKrX0o%9bWWZM9oK6RK`DZ)=dU`C9aJlE5#>
z`&C-dQ)(=*r^%63Mcm_z_zqKvF!+$a8`dA7%o3N?w$Oe0$~J(Q+Z4dB&=d)<UBJ>p
zOYo#Mc)%zMDAJwbtwrY0U^v||YJQpFS<t+y_X3eY^q*a=kMk~F*RV=uRKzyW*VVV_
zvC-$D(mSCGl~TyL$+=9;P75%5cI_6$y^n<mfNjUpR#Pt?ho5Mt{udyl%J_{-|Bbsw
zt^g)zAJ;H^9Sa?(0?Zq<Yvkv9ZAKCBuqqhtTzvuAh6AUErq1R-{=k6TfWW-KBNAWi
zF%;0a&;`uH^ywE^dts1Z7@fHlOGemkxB(<RqW$Cn2jL^+;*ol~=XH^r!D+mGU@9zu
z50(ngW~SN&jtIb22ahZRCveOSA)Fd0+eGMVA}Xk;&Vd}e7GNU#Gy-~8N^K)YOTgRS
z)uLl2fMvtB4TN;sA!YQ?PmxLE>i9cth-j|6+i>d+buLd$P?C7}+Z%1rdu>pY%MaOO
z?Q@0S`~&i|p?<2V(x{0Vq5&U4QE*=(U3I<|!hjB|70LnO3H_JsBvK?wyNPNjd{d17
zlR0#tMMFj$_P--=(jE-h=ZZO4|EKW;&OF5>RH$j)mB7qJhon-SNi17`z_h8y07p>L
zTu-`87fdN^s>3OWF73269dK7ayXVj&2E;BPUG1qlI=8hSaI8gi@7L5PEU)M0_Y*_+
z(kJ4FirQ=3UX~P~Ov6Z&;)tXv!8WK^8&rd2qW~0bY;I06AJmTy+JkzSXCTo9#JDF>
zQnktE>k^HlkNo_z!*?*jr<{*?zd1Ho4&`Ekf9Pp>k`}(I%oRqNkajP>M==If-XPGV
z+d=?p)53wDGnRr1`=L8P>DLL3eGB<M%S3Q>HbP02YV_!J)6$s9d1?H(v8rS_t(j$F
zlQMbacv4HA0Q@izUN`(r`#^Ga1h-`T2$Gl4x^cMu8#a$GcdTvAx=eV=QE1J@3;|}_
zrG@&|s~^Z$J|bcz`9fuNpW37&_7?~&HMfEv6E+_X#d)q`)J~CP&XQT+tZ`|Ws2v9v
zCV!DTy&zrt5?ar5pRaFn9R*K6T^N!0{Z<_~<^jBLQ6P4XLDiE1^bJ^9Nk50!X{EbU
z2<gf~E2o>#0xQqO={z8kn|ZM@|C94vM9J#%x%2bGuN}La_3e63X*2bXm3TK_-}+6m
zt~i=SAI!A$G&UdkG;F%~jQ!pzYZ-g!Ro%RyVYU)8{$^8h<yY$9r#s2!&&67F3fJ6!
zOd<Tggeaf7)qYH&OP6f=Zs1m1yY|{_?`!P$X^Ryff3d$O#;Bj;idRc8a=!_CT0eU8
z9()7X546Ni5!V08gVAq;Lws+>fT%h<fJ9e{Fgxtg8c<NbKDHmdymZZ=1bGRE%&yEQ
zQMN;UC>5TSy4Z<nAJPLzTcETod?0;Q4^Tr?U@^~dqg>xs<ubqdU@^Y+Kke4wYxIz3
zp}~WdWSjVPOv<+X2`WHglHQQ|44&Dxqzf>y1h%M=(dT(F6U4T8a1u06Qcw%AQ+@=U
zYH-3aCDU%8*8Wo*HLW$bl6~@iGJ)BQODHaxUR5?TNXp;B`{kU2BLlG0r`6RWclw`$
z6F*Wm)XsmsQ}pr0)62$nndeqtlocOUsp%4NqwzKmL9d%LXRIrpZd<m3$nR0MI}bE@
z*ScSK&H#6l_3v&c&V^!v-&2R9+qiEX)CO9hf|beC=7~IL>nnd(;dh<|We0^C03MAs
zeVD@Ay}et<R|_Daq-$^gsKmIN^r8??Os<p#T9admoCI(MXxYpD4R?yM>4|%_j2oeQ
zoLv1b)aBcVMb<~QwN>y;ToF@K$2m=utWFyEc!dmX(1crwVOFC4rF!~v+b<e~Eq9>{
zNnyc91y}AY)H&yz^6l?@)&gGY0Hl4p3neS^`%tI3yT3uazg1kik<;`5QG9A+)QjuL
z#II08ox-o)iJf)5T0f)UUizG%u{1vxj=g^r2&cprZOIvr2Q?I(s##u)rf*zacJR1H
zW4HI=B3}EylC>#ohe`xw6)o&bQ18%D?+yIkteY_7Pt)k_;k~sx(=szXJN#pKd}er@
zoi21t=}K9!TZl=#Nh)QKTNQ{1)S0+ZCQr6&E2duR4!}Q~OaW(y=@%}JPi<T;;R3Hu
zOG?z4J)y!**f`LDYzu3Tq^_i*w<bS-4Mw-gM!!6k3ZJa|dKCc@gZSqnK6jck>H~Sj
zEpH%mO7c&a_0RZnX;?wiu_ZBT#32j9)};ht;)@8|g@7OnJM3EvO!2P?ZwcYPXwM9&
znzA)BXdS3sw}pu+6i)%yi4a4}qySh+vvxq37zUd#XuNys&Ig0E=nN%mhwh`}`L*&P
z9O55s9g5V15{s58#b`8&8TCs9>EEe+df#`O#m_gG{|1_ww<wy)pqr+YC4VCy=JiG=
zQ5ZU?AL@8bz}+yuexoShfv1hH&MP%%ZF_T5&j3Fi6?GjI2WOSX&ipXQcdB?0C|6q(
zVeqK&`;TDsp`#<CEsff+ug$FCE0VKzdw}VJiXZa>L<s~7$dU%^fV+WIC*9idjOVVh
z)1!yV#)Ejpmz-yEQpY|P<HzQgx0>aC`n>!CrR(C-X&<@q2pN9$8zU-%7wD|p+HBF(
zpe3TO|2w3kAwk)?$s$(eI?a|213>yMOHvor{ZG$%@~7bM@Pp2wsI;4ge>#^}_9CO~
zSUG!uWlM&vjO^<w*WG8v<eb=+vCo;^tDipf#6~uJ&M8@K*$<ChoLUXpnEL%@f9U(-
z&&8&$kfDht!!GFLUTT?%mv@<*j7A1LPb$KQQ@!{;|JX<7l6|B@*b~!Y!^hWt-gbYG
z!Jn&5CxBd(?@aI)_)+`Nv~#rn(Zf@Qc$!k?F#PSX-gh)24yT15{T!*>zeTz$%{yS$
zlD*o+4-(9J*#Fd&Ub<%NBVsWV@767~^G5O*WnLROTLh#~w&1hRpPzF!SH)`wS3AKk
z{TiSA7wgYM><&b;X8(Qj0OC2V@r%##m(qw{Ll=QBh&w1)vC#YbPf9=h#jRQKJ3$mB
zbx%d+P8N!OMPNY%YLwe>E*hIRqWa=}e?9Mwr)tOGVx{y4I(A9F+Mx{>xAviO%N6b6
zx}Fs)!7k^hPSnW#W5ZD_iN@9psHl`Fa}A+#@BIHE;AE9#V<rm}U;7|l^v?5v#tTPR
z=QDOFy;%_AE0?)WDL^XH|Kg7VNKc#A=cCIAEOH-8!S{^H#?x(9-NBilcKFTMRnimM
zu-+qGYkWlovKmuajPWhSv~7}!d^n^ISuz-dAOhlW$G$gt2T(;0l117fifBmAo>Vyp
zpEi)%-|t|M)qt*QRhZZ*6^`aIM4P0#780p1G$}WpA-|I|NH#dv!#vDHh+h_veHOog
zUz7x{AxM>{?fTc&zTMyt2@GVNcJuJnZ(|&Ps)Z;@*$8PH2G6kX4%kajl?8VC?EbQf
zCJ6<pF||_6Qv7U(p!6MOgkWX0UZNo*(&ab5Q*ev`H#eW>lVAaXzy5b7*bB0gzJsZo
zU&_Ud;Ex)zUrrDnbnip+A%J~ioMU|a{kS0+_uo57b_J*BI8;@|=j(Mfc>ckcpQReT
z35{~#R{?pdAN}?!V`%)Q8m7WBcLX{+9fd_uscFr!@;=YKcLshFAMZjL?$;R`{pFSQ
zB+tj6<6~zP-3a?zi<9w@7u$+UE43CMXpUYL3k|FhtpST}d^_~(@?bF9{*}WdkLl-D
ziD{Wzog%VdMUdUb30va2$DD<3Ld8wNx86dDXyFRpx9vEs8>an>+DLQ2o+TPa0f~>f
zE(i-!`3@{ou)?s(mJlAXpb(x|1YUe-m9E;Cs3R4c+`cmULn`|KAWX6;foM2s@ND?L
zdnzkJHzGprJ&ce*MZh51==UZG*Ana@-RoT14H3GjS_xuog%CAu1?47`%=j<V)HEj%
z*E3_b@`j`g?6o_-YElx~frcXx;CZ$8PVSuc?isKaBqF|_gW-#CqS_^%N&zcIg7P2u
zaiq{E+sHH!e-Dfbs}9@B#=sr|?qh)tLR7Kr`TaG5HcSP`oF}1VUq|vNsQb@!U)o^-
zRI#!R)fcLw1hBDmeOhwI43N*!Ilx^9NRjiDdx8hj&&aTaC06ZoFlr4Gu|nv5MXBJ%
z;)?*<+w<*0EtNcQh-idw1RXh8^*RMgkdBx@LrTJEv3lGP1muf%m5DsEOaRH}0QeLK
zqBpO&umFiP6&SB*_&PfDgPC$!)Y0{FMPlanXds|%xFPVTo57fDgEH8=VnO!Qwt?O3
z4ajo~dx$!MJ6C0sU*$z-Na=#+Mlk)COQ1bfw1bJY7sxmA?UOIMHDyv7mYjJMWPrk?
z4<HzF6%<nVVf6rtKR=?9hW}w3W5;}bUVwE60eoVZsri0H-gpsA%DH7|Sj<>93V4ho
zl5Q*0s4*I%MW+{&c<D-Xd9XR_59l`UGyUxiWy%j@daA|<%=9jdv2CK`F>OH0^+q<;
zqP3*prZv;5zNDZ(#%tVNy(hqQ%2|8B)8@OHr2^zlPBcWa?~T0|h6VV)hW3{zhrq)P
zes&gbFei-Ox@{l*9GfD<4l7ls!w(q58r#uy-8G<mRrw#6hPC<M;x98+9<CLnQBg+D
zXF{YL)(dJ@1gr~n*pm4-uzG~N&Yy%r5^NmS?hnl;58|vOlxwVjRwf&8oZ^Q={7twB
zFO;K91q&Idt%i?SsYVah?SG~14gbp9F2_$>GS#+R?W*{<Ee39#+o9BR!!KH?7toG`
zX}>;L1rV8UP20gg3WlK(Ef!pSlCUMr6zcR3^&=Ed`srYf={;qDVeuITkh%A<2=F|;
zFm(bYRX%WUG_I5#FhV26$Eo`;S>JIX^)(gc&f)~W5jq`BMQOpxwT6+cKdWOc#VA&u
z)g^*S-e>c3dIG>UZ1>j>Fxj2H$A$u%T}98as3!ubmKy;9Y=DRF@h0v^D++luwz14P
zxRfOw+w$Sc>$^91ZL3ZueNTRj4vTbd$AQh@Of?D{uCFJ45wZ&xf_yHTKQ;Jg)cVN3
zaPcvmc~RapY7~_B-<DiHyTR)RSqV;(Z*6fk99DKT%bhXDEZith<JrysUXNHEXqlbZ
z7Xe4tZyKptG2DMnO%6o#Dck?O^#R)Z@aDSr5aa5Y&iVaa=#Q5`z$Szr=0@)Y`?0&K
zMzeRF@f{#czV`1#odm6;MX>u0h(d~RUt|oTNH!%ad$;ECbqCODfZ%B*;n{4y#djc0
z3qWRBCwlhrD=oj0FciW-4VG>YU_hdofHnxA>jRz$I#3w=YILo&2H%5|%6|veK4O$y
zI!2k;*^O=RP`uqcEzYq?uW|2Y>JK}5euq~`vFW)Vzx?73q|P(EKi?Tg5;}SY2711K
z=T3fPvoNu2D`%=dn_WJyh*7)9i%92|TCD=ao&KLEN$o{XDX&pgo3wgU8y`Gqk#fc4
zjEZXw;YO9#zOkHI+g&2Vy4zMN?x+0?)}_+d1HnV2Fo-f^<H+6PD{^<y&EOQFAOQvR
zaMk;!=aOh<$cA;oOV-{I;C*g!fom799X%LRjQ7gyC?K^5%cT%wtato6$NW6m${IUl
zmR+Bb!s5jzDr%JDfHbJ{8hpITY{HfO&J)7rx+6G6iL}|H>nZl_nJ@P4OqadJ*KJ}d
zj5fs(L1Rp3{i$70w*~2CxYjGs09b5<hH_JL9?tJF84?iD<izO*re1-@*VSpxPOy4(
z3hfmbZ@hFlo(T@|f3tr+>IHrD<m!s2lEhA+VR4|L46(>>OL=oGV|;Y_KLHuD@K3j&
zOUoQvfv6t-xKLK_{gCiJk%p<)-Raoz{ntW{Xd(M!O`%#W=55KFu=Wo@At1e0t(4-m
zW$wj!o{C<|i_YPUAo<V!u5~9hbE__`U%$?Bm?4}cEu4ok`1C<J#;{dDXR$Fp`u#hl
zUG1;$FQ9u+`LAW(&b3u@FP_(pQ4w*xOK^Q<6MpQ3i$fTwW9oHb3=<2)>>2RbR4|Dl
zOeBHFbSwSk5#^<Jewe&s8_IcZyVfpF<^h6-=uM4v15vfVa?6E;woR%-_+TnsXh>wK
ze{h;+cA8^$8Yeme;q%uzI_~F;@do7{!`>nEXpsVV1E80w@2=!vc9&JPPJ!i#r3!l(
zyh;595ErEq!k5njNiG<qK0=z4ft`}yAzSORpb<^fV?GwIXTeW6vfqP?0LLS+&ZnTt
z83BoQP$e;A2a3>-0g$4XN`&yWTN3IV?}g*~^wpjg=eqwKtxsJeR-|<7PUQ9x5{g2r
z*1Gmny53B5y-DdBm{3au<w^>D6kwuLa}~Z#Bj8_y@W~Z*<%Xy|U*Lg7+z^BfzUwZ1
z{1N<O;1Y1@JGNJlnkea2IK@3&Ba^Y|e45?3-8mb}aAA>5+aL`+w!FO2DEHeZFrO@}
z1K^jDT4IRst6!rPKJZ@nx<mtN2F@*xh>vs`7~k4kr!V~W#|GFw1YB2t(1IY?Y%Ki#
zc`;esSpBHZvA{)F&mt|oiOR#Uw+F?|E00n*1{yJwIiraeotllc;Hh&XGk?ysM#n31
zA}^-#rDkV?SLE++JfSbybQc%DIr!$)zPgQ3K+qFU7Xvl#028BVG4Utwc>f!SG+I>`
zXUH{Fk1tt-IB2I->EwwTUlU^+xL05D<Wo3(gocA*l-wr)iDD7{mk2QrQ8C9GH(ZtY
zF}KU+D@x{5_{sLqW{c;WZYHExcWin5E<0%X0QY-p{yW*b|Ju>O?6P<xOF4|}Hg@Nj
zdk<<XlY-eZBJrurJ*5!ubItNGp~Ot*2FEyof{L@gKf~7Qv>q2<CoKqzLXw~j`g$>5
zW=(aqPG`|V$k%1H(8J;6dCc}Y*G&ET46@!;SXxl;%`FtMM!?n6EqeG<;IlmOrWw--
zy?~esa=RAW@B9V?0JAVs?U3K2ICgK^yYpM*vR&mdc9-vv?>^BmhT1|eXEVT>sTH|~
zX>+va`fiK$u@x(G#Iw_LJq1rhEfst|8eD5Q@;vVOHboB3Y+t+7KfAF^yVJCwYtX0}
zv+S!!w$4k;^&I7>j*Yv2O#2^A{^^3_2^91&I4`^E^o_!$8v<bL9y9{(`4vhFkR8Rl
zc?_D^dC(gfw1vwP8)67Xx-PS=A^B0rhSo;O&DrO;HOQ*^<SwD<ht$j0D|N@vp)0Pc
zJ!RwrJOS?|jtII!YEK}58MZJJBPhan8f6fnp4h3o3$2orSNXj4_Qrv9*CCO?Y}n`q
z*;bWot%mr_N~9nu8=s>W@Z=|C^cj3&?&~ktN8RTfXNxqYJ}<C{Xi9AR(+j9ZxUwcf
zC+QCGW<Ty)GdinI!c<&8gnqeln2Gdp3Wi&wMp5XXX_Ad1#AXd{{VDW17NH0=)5+L4
z1E(m#8e-=;QBh*^zo34Bks-*f0K#ck)LzD;vXC&iC`8#(;N~jZopBGgd;uz@#{yY$
z2_*3TLsS5_jy(9DvdPp0_tUhGW0$U^H3LorfA3enE!t3OVYGj`G=8l<JuxyK_Wb<!
z*D)N<dspVRU(kz<&h>SMo7KsGR&yYW;{zmrFmz7d6Xbs0mJ?OYP^j5sJk{7MwkcQ5
zu(9~#&EwH}g9im_@xqV?OZb8Vl^^vvm(xcW$s?Zd=OsSYReI=za>0JR^e$!*555F8
zOSBlA1ycAN#>UK|CC6F;yM@obpq`-tpcA<WcTX=M;DEd<SWn7Tz`T;uOzLI*Lnr8$
z8~l$9DLO2S-8Sd(qV$l;*FU1z$}ubuO%xww6Vtk;VajjJ(Z5XdeMA8P!?sUSDw`&>
z>1d<FWf9ae$O=krR&YMOP=A086&}9X8+m*jwR@;crm${fzW~N2C3hLC52dbaN?9;Y
zcyYB}MWSAIp3LQ-1)-^!3uwoT67rM^Z?(0@dDpF5w*Uy*s8Qw6g?7PEZ*u^=OuCId
zE$1$dOZ6NanFzc-WY6yvEpXln+J)`B0{_Fi@8Yl+w`0hwJ;sk3*4da{gV(;r3cxyG
z5!^s*j}gP{ssT~Xc5%j#73eJUtWwfHJ2R@43xgRzb-lW~r@#n{@V#md$-CZk?Vs&i
z3S<2kz1xN&2pf=;AtY>~*kVCs{XE<n1e8DiMFLbX_sl`VeF(c7ZU(flh=5`kn_9fN
zc>#S{*FIQ|T?-MCLzT-00hshypny99d03K=)R`WIM6kBk{zNdQV3>tU;~0yh-j0WZ
zjXP@?2-oiZ7hV8a3$tFppK$>WW3dS;W}GB!1^CUdC}}y2zB<HjostCL>}Tna5Zqtp
zUJpl+t7q^p6Xdr&1U!EUnR3+%fNIXeb5|s<zcB*-U99A{`RmvBq3g_@AL9R)-d_xO
zzHi_+b;Ainy9l<2n&LOApuZg8C4+bM)0z$5)tkg$H%`6tC>`MD+uf~n17^AFZ*zO-
zBkae}RlvIb$odU8u~WY!7G0!aV3>Ce;PS7hu1gqDK7{#X-&%j>Fx8(rbo1yg+?qxW
zfWDh=O0|v|2f9}5ENCqyzFOOM#oU=W4fwoy>U?r=xr8bgzXuImgBR@s`K#<bYChPY
z>Mg9v&!86MztnB%)m3l{h*(i{F|#=TH#r<|z?cB%A*-RoK&6?3N&AyRy9`&2DJy7g
zb9*r6*}3PJjDNacfOp?)rKfs;J8rCRM-4&kIKp%O0CduYaz`*FD&X$qN#nIQfP|)N
zw=POxZUGU!_t#hiP)(iwx%h!mLdL)r=Ovy*sCr-&6`=c+_pfFz08{(SHFGSzM?a%4
z?U%di2+`$=+4Zbrz4qG+X9Q8r)f{~)P1m;HO!t)1&D$fd6dse8mV>r1vVa-^xW~t|
zF>_%Qy>@#O!ELBD4|)Vhw~O$DE+qos;^Z;R@qQp5@BWqnJGRcEE*i)BrIUM<(%^nK
z<q5A}&#&0ei7Y8fYcys;eH5-ZlTD`2JhNA{tqzuE3wjk};$CxK_53xnSyDf38dzAp
z;q53?khjS3?sz{fr7G>^TZ6us+x3%{^z~y8y&J2EE<WAOnI+)BG3dDy+-Wn5@lJrk
zPr{xXD*^xK?L#ew#8pm!&qOu4|3(xtgJ9$aHvE*G(r%=%SyYXZCJ{~SWZQ;kvXFP5
zMRNx|1l-B`goUSoIZzO0$k4Uj{$dN0@+^0`Gx74XAnRmQ8yjO2=pG;NZ94?^-_v`}
zpAKjY(GuR&?!MLEq4U@jK!=?KEGu{E2jCp9Er)$DH^70{MpD0%oJ#;e^drUra6&;Z
zE1<jSyciAl7hp=l03m6Be5)8;tHk3Z1fmi{aFLM_|4!c7|Fw=7`+ROZduDd3@^aQq
zyWt;Y7AL)q0ZzF`&^Ad)3Y1CkGO_l8IzTatpVDo>^8JPD%xo75mS|m(KO6yheVWM?
zelpwRUvM?#?idby^X(s<d8<OfRts`l4XC2^ryeE)-kKSw+>bj2AUKScWidqRp}w1f
zJUx2YC+&qNJY-Aj-Y*-JJM^SfBx60PK%B5F&3y5fyM>S33<PnnWJWx%R<^unbf5Zs
zr9e15Wea2NOa0s2O0>O2(t}38WzQpX3`0TqdjM@!!Uk&+PYB?RM}bo)^Nw%sHeWot
zn9{U%p+4KWT5kbw!k21+{hry0v~w0$zrvY?mER0vP30xNut#L%e@Cxee&r>!^ghPL
zUD3E&8>{FHZ=6>0E(|<0n%+Hn-!A@@I+^=i`sY!4`G&07`0J9QJ(HkqY?=EmbSVj=
zpNA1;rga2{**NzjgS(Akvbh-8&TQvQ?V#(QOIf_rignX|&UGGm3hczwW+)`|zp$tn
z8a`P5Ddick>u_s(-uixoNI|fP3p<kX*vwcRmmezI{#v&6RbqRHkHecokWed47zUl;
zx5vljog*+6wUZ7`Q6RuWHUa7w?l*$dt01rdHByVAs{z!3DHni2q{JX1O5Vz{4C&UQ
z;g?jtM4r^&H&>)W79n6NU;I=<W&%Q#|AjL}j5W>ykvEdm{wO<iA2^xo{Iuk+1<nYv
zRJg+VgJl?>6(5Uew~9ls7Q3hsP2`wCq?}qV9n%P)kum@d28ay`2a{ki1%39*MX{F*
zdTE^&RXY+?Iv?3HKi}{3bTE7`CTGT*SQ_~i8YLbPA^k>2G*VY0N?R=M!Ka7^RKSaa
zpO#K7#)d)dzWY4@r0B?Pgg$g|c;-<Re&F6i?=JE`PUJHx<pOJoCAR1)TrIoiMrrKr
z@$_e(<R_=x8k*O2G!N=OeLhg!h97xZa;>%GZ|6X|YU4>)@~G>2YJ7UyQH+Wy+!|!0
z%-J4sqB?Bv4}&uq__(xB=z$JClGau-&HUF;-2>#*Va51^V7Tz#VV&93%%<zN|2e@$
zq@rUnvNyb4o-Idv6MnWK7x9_x)Y}(>Ulkc*g5eFqFXY2ZpPUb-HQd`UV|cOQAzpf8
z@c#FE`-u$IO9wyfAVDMc-9<O^l0H0qQ>LY^o6j#}5DzaFjn-!iyLRu^8-v;=oomv@
zqGHPfVjoI0u8wC1GjmmL+eFSV7hl9*#yy;5Wv=&F@DooZstz>SRW-4G|NRJCU)X)u
zk;e3o?1w+iH<di~&ijOpa#aUDDrzVD2$|1b1!&L4FPA<|QeY!!fk|9=|IGuz^aQoG
za#Y5H3u+R6u`Y%+C~W5DQ|gN2hSe0}l?!SigYg{}%c@Eyllu&_Bo_B?AXJJhcY)8-
zugZDl$AjDX3qP>U7hg}o^n7c2k!BGH%a8(Y+B`X~66J57kt&x$WhywU*8THhK+McQ
zZsTArJhx2{X=1F5blTLYdmUFT3hx_Gs{Nuj*I7WqZnfzhLWRf2W0t8O>+eRLg1v=8
zA~X2Jk7U6yw}LO9fdz=!El>YzxrcvDnIm7ZX351@z4|gw1g68+`C9&9IQb?C`=92l
z_j%nme3l;7#!v{%%Tq?32*&iV$^yvZ+yog3pzb7q7Mf#ULSEP@r|SZodq|XOFY$jb
z{Q=1u3<QW2`9=lKbI9*PJ0z!l%|yx8OU<#E3A^W){*@EoubNO+Dg{lrxByJLY~f+&
zw6Mz(s;<cBc}@cJ#aB;)_gIe=JEk}5hSP6hGX&$R)!TlyKIp968a(2<uOpdaF~n07
zX{&5SNqJI#4QuiZH3A9=f%Om;WOm@$G%6x+&nsJXAL20x$GLDc@qCXO5Kw%d4mIPd
z0>4p(<?hC|%5M^dQxDnQ$g6@+pWb=;bX=!w2;xt18hkydx#+%VoEoO2;9P+f_3on*
zra;NDX9c|VuV44|yLZ~V|9EMY>L*se*flnGx_s(Y+J(k{ZyQ>R7#OM<-cQ(jU(lWT
zNfk#e(yO5t7nhO2g+eKM*?1ohbaceLdnXTu&M5h=tzvP%jEqnznTmIARZWcFHGlXc
z(?Xv&>q$}Uz@>+U+RObRZ|#G$=%oe21Rm@q7Z7Mf{J}!L+AK}obS;Y@)T@wIQLKRO
zvWlR#f)@IQUdV!qG$_OH6IVibj;5WxTNf-nti9Xbqx&w85mB9juV~r5%a2D}$=INc
zNpzlu4MNQz)E<U4;Buv$r=-4u+@M-DM=#)XE^XzQ7k|=!E@o)s_T<y|q~f0+?|DV4
zJeDwK3m-U8RXGSzb;sr3%|=k+swh-Iv^V3Q($YF=g#@Do8Pw>^mCN8VQ@zq1gT_k>
zc_CP47of#J=ra#gu?SQ-rVQG><i4*#oSzq(q$U7^kfM?bmw#n1lz)n01*$;znACQN
zim>RiEef8{BvMDABP@hqp|EoVe<j1v;CxgDRu5Q)3&VgpP1cS~4QS_@yDwShHb=li
z8)ww~e~Xe~kPB$6Jt-`)k?jHpE)L$c7efT2f!g)T&c~1iP8VRX-^C@<F0S*^QWDYO
zRux2C)-bBeU3MP6=*!gxePu2hwi`o9o{zhLCjDFBeUrh`&EwTttP<K#9|(B1Mfi82
z-$N8vSs(yh6rwBva)UtN{(KPu*+f+rBmo>quc9tA5bVyBil={r4!tkl`7s+Ya9i0y
zj)oGZa*dLxPs=LBMW(38$ply^(eHufwIYZOBtLN)TnjzA4!b*#KQmDejIL68FR1$%
zUPwhlsSaaj=KHvjtr8~42~mT|SS%*<?_=pBKrN06->8RFd6IRhekn$7W>S%`e?Leb
z_9qfJX$}S*7GFHpf0<Il7m|ch6K5o<hBRCus#e*MsRvO*Ffv88<Or&b7?nCiolgWf
zI`~ZwEqCbn%2s*5<)?vE>2E2L+8JV6JcBVfmdN(Q2&^Fxyu{i^-=U%Y_bs?qViWBy
zdpQ?P6<?A%1WEfEYd#b=W0mgvMPbGF@mcXySv6BV{0^tNvv|YQWAEy^{ZF5d7u-4%
zUlH5^9PdqwV8H4&1mtW0215Djxux`B>u55HF|b}P+VnE%1&v-SVAK7_=*)(6Q7q#9
zoPz+H&ac7Fxw7bhX2#1TK+F2~Et(O5P1(3`&OQGz8Y|NYT+7!4-UIHHzG=$0a&3}c
z<eqF61921}R?kdE?&DA6|E_Abp#pBo9G+j^Hhy$rrE>@*jb6N<7!Cr+{9IIf_>Yw+
zi8%5r2de#xjpZz(LQ$adg#7?SP!if`#ltzMfM6g~IhqZm0`YcRr4ip1FywG1QY_sG
zR)n4IV)Xt~A$h$Zqx5(Qz5Ub}l;1qO@Y2Q7;Q}VTop^C*vj{&XuXK^%x@9UPcNQuR
zDl<foY~}u+r9q6`=fjK2?!R$Tq`kflAN*>IBJ$v9<LBS^y{+b47q%{h>JRODg|wD>
zht1rZez(70xPLiF%!%ckI{rib^4qx?Y6r|PdibSo!Nzq4H#-GZynUj*<7KS6<NbJM
zyQJv{U2&VI;qM($nahN0<_DHOW4PH3d|++d*=FXm%`9M!W+ZkZ33!gasE0;9Pn59M
z|EeKFY>XPpHO;Bx;0xf!!J3QQHq@Hp97LaK(-glA*E&@Nh*N17E1_r@83}oWEcqKV
zu9)gfb-HU`aIr4Ii@v0{Ai+zoK5{E$56b)PkDLvN7J>hDKbyDcFku*oZv%H2F>tx8
zZ=MQiE@a<-lQwG`lofeQC1M4znVF!y+*hM-kSN~*@;7SoF6<ocNy;G&TVHIqzdnRg
zdl`c_qz=b3*GuHS8^~E@$Q!1QCtbCGU5f(%tLD<JftREjeSo$C`7+g``XR}${VMtE
z<)?{b_P8<2r@+m&IRQn^HU{gzYpVby;t!iAsl8O2^kyy+nT}OA>xwZ+sb=fDovuK1
z2IuwiX+00A`Qj>opEq;Xr?dgA!l^Q|#eX}12J0NnA%ynn^V#UK!7C-S+;`WysdALV
z<wD|F(iXuQwwr&q=QiPM7uRFpMXhNNY_<-ApTh?`8XVH|K-!I37GzF^a`-1(O_9Ie
zB<aDsQP|p7OrmbXBx4BLUaYQ<v~4!z8bq8H^K|zY{z(5MTQ9?5D%qHdn5Np84yYSY
zQamn_m(O#N>zeg^(6Evir1{n#^@Y$<uy14DnRf`Z_-5h;&$50pDn929{H;VP@*rCN
zA<PU{n(+$AOoe~?{6e~p(cF3MqNw1&Tzz^yp<pS@3+y4r@twYxwdyP{VfyEFFTM?y
z_*;WkDQn%4?gs|-U+{7bpdBx^oyozO+G*E6z|zc8eoN7NqOo(`8{k|$LVh;Q4M9`c
zU=soEXo|c^%HP_G2`3xv1^f&Em~r+_o!&y$O}e<ebaioXwRsM%tU*-PRI8A!U0>GD
zgdaoYfj}co7dMs7pJ(@NRmFkB_D?lN6@)c?k1o`|gvz$A?h}n|GVZSnxK;5I$)88I
z2*Fd&6$*RCm+mGN-sYDzGWmEpgkGiTn`+fJRyMWZQe#AqJPZ<w$3%!|hAWd12h076
zzVvecgdfxzMc*|+>M$`Y>_A-k@-CYKi;~qfHc@qzcP9Dtuwv@&4Me2IJr<U1V;Hdc
zXVfpIGE7B#nPkiH>$9@wN77x2g3{?FsS6GYJYs*iKCq_qSm(3c9b?vHP7W(rygtZ7
zB`@*5UBaN<qhNFrb!fzR9Z*n;H%z9$ArsOP6aH0KU(sv4cBM5!Gp;_3TmI9*#>k7!
zrnQlH%vKI8FivwCO7fU)_oi*=*8I$Jc2bxb4ftGogv&fW2+V*V`B?lsHs{`Ij{f(7
z`9)F5*T;5^^m7;3wDfx9>6wxix)%u|QA^UCB9>A%fJ^m3i+N9QfG?I{lQ56(*E~oB
zp>%$yrhZYn`^w9f$nsMu`t2}Y`7Kmc<cv1%=tUgh@msTcv7X_ymimdBIC9ru?2i8I
zZ;S6EPxPnXnmx`iwM;d7^42^lBbdN<H{nH4UxdL^wZ5DD_8%6iwjidup%T*OmM~%I
zpM6nd`z-I83@Nkb`o!(u+&hG(zUIQ_ym|gZ&{IACP`v=E_B2M*{#*EpRO!JbG55Ie
z)vM6qyO-a3JV^=+Pxc#^UZO5PJa8$7%ZXrWWY!mVy6(##krw36@F`BHufX=Y{J6Ys
z`2y~B+DO1(0hYx1Qk|iyNb}@Ee=eQt!F5>B8a&&jW0~)^SJqjfox9APFUa((zREMe
zRuI)Yz4T|M|L7!(fZudFgTuJy5fq{ZBXPzEt2Z*~dX;?8iDx<RR;RcWn`W@>FYdK2
zDjVpsu>DC<0(ho~A<trL2G{O_oZFi_H2V2fW~b4_Sc%J<forSHpZEG1Ho|d)HR3Cv
ze2}6MLDL|CVyY~;!yX#^oNR4NqER@Lx1;zH*?&G~os-oL-Q_VQwS$7JPr(&1?m%A9
zUH$wM>X|4~hH5PG%D0N^wCe@F<s#2KP3BKOjS9GK!so-?Jo4m;?87&D1Ax!JAv4{R
zSu;mfa$OvAC~{A;z4Zqw1&5huG;8?}^X%4v1CjbM<-%j9RnzLRycebZD@Jwu|9$#s
zcEaxJbq(p!f74_5y3g<}pL;SM_pW>B{N8}ob@RO*oQ;t5@2J}vKLyjQV@!UboNsT#
z=l@deLL2`V^660n&>dh#-S!F@88Y+;YArHhW8_bVMb;k=977{6&)z)@j`TT%=J#U>
zV58@__Pm=QmATWlPq>LTR2%Q7tT}fw&ILGEqqyjJ9+4<%ZBj%-kS30WrB}yI2gn~P
zV@MBEP8Q0eBX$>_QSC7(+zv3f6@<hyU)h>4NtsSbvl&69sFr;&`S2kxq|LeZ)@9qo
zl(_j_@#jCctT%9``!lyTaL))elO0pzR6qe|?2dow%jy4K`lza|4D(*S<p1TW6qYo*
zpuG6g%}e`*t;a)>b>LS|&CPpOC-HpSd+|Amb^@Vj9jo-T#)cYCJ2Gjr^t@c6+}y-O
z;kME%H?;f@Dom%*ZO4_zU4_fVc{i+gKdQZNOBUV@VU=yCBPr7bDbp!o_bd~*pf=IT
z$Z<`!KO%3ASbI)Y)!zDEQe))d#|o%$QfB={6G7S}6|JgP(J+B~D-qwdzTf2+1O{Kh
zNptN>#tEeinhEz4dYSq(k6|W#P%(gZOoxjS;uBJ?Vkze7F=Nwqu)g|6Ww{&qC!|I(
z*t<v{|M)q7NeA+s4KsV{uDh2>@x4d6hMeMt>h2DFHR#ZReH9gtk9>FA`6k=HZ(09F
zOy^W&To!$h4EhKWid68mY<dRA>_TlafxYu;m`ooKU30k=1o7Ux<W5VRry(de{d&~Y
z%la>w0MG=>QS)F4jN38}7@<R}^|u%+C_4ZwF^df25?s)kjCe(>)Q*kd<s-r9*nxx&
zC9qW2BIEL8bXz8HB;|@}_KQwS83`aV17uKicld^{=15(w3e0pj)}#3llH++2q7O{;
zJ^Rqt#Cg`87}HI-tt`(jv=V6Uy3rGW$S~2C7-&lb=9MFwe*)MQ9GuRDItUoi6W%6D
zEC*w>*gbw|)2Io5Mgv0)x)QAH0@FrT1Na|Z*wA3G+d+N^|J@?mY=B@0!9t+LZ`uqs
zw8T3;uGlC$q@sgih7{^;LhK9eBjjwLxk+hrqjJB;L>;G`#8fHxs-(x)%PypV&+;*6
zX<2N7ai{=R^lg+!K5+=GTQVVIy7sQ`L<g|JWp3&UVV5*c@t!S?v3(+_wpJ4{(d7Fj
zW9?oxd_Q-i-ak`!imsA0n!H-L0o1DP$S|e19G}uK0Q2Q$xAwuuYf<bq7zCiM-=>a-
zYI3`4?_V1G!&~&#qIlS}s4rdeL7Lb-?r%}>91ZLIFlN9fsFIe81;!y-n|TSwl!*8;
z9vuTl;Q@Rin?V0S<gFteqb?Pf!+SPF<)YvsE%}ETuL_jTaRp5b|AiUL-FH1S{C&B|
z4{1*JZ8}}IzY^W%duQe-8U|1=fxkmdmLyY9i^3sIFn)}=&-g8S->&gsr<D{_C6O8i
zS%e=FY?jmBjk+55wpj3nG3f&)+|^pEuS@}SAls@x)s>(0H08377k=b;D}<5oHUlV6
zEQWAlNS3*Yn;X6qC?mtTj~%G<=tAi@DJumi&7QA-2zb)m11Ahho^YE8@$Bm8t7FKU
zld^3w<2jG5f(^3HmFwh&1%IOb&d|QkC;`dQWM;#*DRUW0gS<*Sm}vv3_BwyZ;s1CE
z+#&hdo?3~-E56+#w-zG6B(IG&V1g(9Syv@11TI@S#*z+(m>~pwYlht6QY7^nJhq(V
z7O)~MVuVqsx8js#pr?`|FA(;#;v_NuSd#cZWH-0t>5Ct8WjdswS45u!0jsZ<0<Zsf
z5#T;wz1O1G`+6?=u<7bfkmApy7ZnF9*5?c_H><I$h14;6wA_fe^G&|EvyI^E3WEHL
z%6dl^E?Q&FQey9X<e8}Vb4po0QTz&+FgqwJ=h#_@{Jc>7d2gw`$5Hjcw@8dHpx`=U
zmHTJW-tG6jsgCfhMp{0oUEg;HhHL8d8zih4W@HJ>6$CVcdOgXil8302LnxAMX;}XV
zAkS#JB~E@8xfQfVK?B@Mdcvq=o{@tAk&g+bG6ZC#__isu1N=s@Ee<h4M1mczF$SgB
z?soeA5YQ0-?R9d+z;{#tnG>G58AEZp>sCf{L2a&ef*K($aGc?%N-w<NM}}EDMY6xm
zZy3M3X_7RR#9;vwii0wT?KfRm@Sbc>R{pqp4&U`Bqi=kbAOQ`bb)aSLQov00=ySG{
z1>(xBhlIP%k=Ju4+7v2I+5v$PJ(VZuciMBV&Z}*Ex>qTjz;|L?oI$nru7+$CI{_fT
zI;ip(-DF0lrU$E1DO;#yxm=f#h5S7Xct8LXezeVB)30SuYo(K+qE0JYB^Lm7K3eCB
zPj+r)`tomc_=17shE3pvwcGSj`RD#oyX_(2Uq3OlMFNy4I>DxMVpP_lTY+=u^zWRV
z{!~KI!LL1Na+!csI~ybMSf(slotX>^{B?=Nt5<2`&Nh6}r9pV^`0E$(p+>mDKC<cT
zp~_O?&~agyqMjIS<~S4T<z@e=yQg3L7lTf^ns+LvE%IdK!^>--mM%XmUu-n$&jq$L
zT<G{6^e2RO`n|h<S)Db~lzOy(J9VM~_Mq4#bzA!0;i^WxU+Hl@UT&Mg(~V`vYkp^T
zyVWWA+c2*skYw4a>D>b8{3#(e&EJM!%-s>^G`l|lC`tiU_b#sc>LPGMwDq|{8EA+#
zc6N9-hJE$E@8o}9d@X?D7~MNXzl&>*xqSvUy8>B(d%wheV*$DafefHMXg*EH>?B8z
z%|sri;{P~0?|7>IKaO)<?lp3+5z4rigzVy5vhL*~QWA=?cSa%E-0NDG5K>lzO7<?J
z?7c@av-h6i;=1>D`gwRf{E2(+x##_Py<e~A>yOR}<knf5I0#_Kcl=*69Q8UjLqQ+H
z$$r$TtKuPSql3vSt4&@L!mg^c{IA^Ds;eSRbyZ@$X{qq8$LgTDMtsN*Ox2BW?g!gC
zp~brmB1+(UA$MWFXy>i~rW7D@TCI3BCWZxSpqhDC&>&LXF+!6~WP}P2{R#z}f-?cr
zo1<;uQ{EhUMiOpwD%6kL{)aO8eot&tvP6k(>_eu6WZ>(GT~xeW&-0wro1y4G-|jnP
zPCoal{N`HmbHyKr>)i2~_Og?GyCkbM^x`<Rw&*OyNijj=SBC>zJz^^6arze-!HpaG
zf5&qjd|qPk0=2ry4-2})AKAZmDiiyD`_Yfdly5ci7%WCZ#oEr&{qaK?XPJFV4h<)|
z!oZH5j=r59YKkru01c>jEy;kAnvL8#Z5-BK`6QQ?0ehqbPk4B<#DzN(DQ~>KrEWSZ
zObxkJ6mO8w{h^t4?RV%T-&`>J$W<r*-|6CCqJBBs1MciVw25(2b)DSVul-3eu>&EB
ztHoM$aJLKZ(>YP(DtnX{tXMTX$jHydZ)<AnyH~~NHlJC*#=tr^;j#Ijr?s`!FRiVY
zmcB1-<aduIB&I)k>ig1it!r{#T>#Oi)Ax}t{r2sf0sgOi{ap9aJH)3et1r)1RsVE2
zAIz#@D6Y>Rm_NF6$H&RtO`ms`kor^^D=nh^_cd!;ftr}uaA%iC8ADpZUE%z}t_|6J
z-|salS6vLc0B&R;E;d(wae|LFs-c7H*K*VvqXoF_-qZ22I)8oR>cTul{$j-sPkoeg
z_pdv&E|e}Me!43~f43;)qWJ}J|0XGlR&h<X(#v$WZXZwcBX`O1eg)fLTvgvGq=E#{
zuEzEuW7RQa!kyBF=N=B^nUxHBrV_D3g(o0&Xduvo(!k7M=@P*v;=STC{qiW}w#4j<
z&gpZrou*(Sfj8#oPmZc%nJ>gfh9AiCn^h|hygH(H9<o`wxe+-Tj&LpR75*N;B1azl
z^h-&(PUGJv#5*B~2C7{ikR{XR%C^J=cTb(o*QZGaVdGw24lj|@RF|l@<re~15aD~$
z_I%4?vp?(B)Bm7K?$iGLKH%ZAo!i8G+v>=9FF}pABytewoP?@pAo2CzEvR}DNsSjw
zw3;OCXVagr)Eyoe8?UaUAXXU{0r;|qutb|I1#lLQNfUuu`7^e%A=GA7g?FgL#}8|r
zsBiLtqlYeQh!S_}TNH~^ADU~_`Ucw<8IKwQv_z3T#z^voa~ebHy#aC~ro0^p1vQ{V
zj;ioD&8hPABa~(}nV_TtT1PnZs5<ioZEn(RZk=y!oo{Xt$@s@;T@uw**w?WMybp4}
zak`g|zNJ1FXOU=IefY$a@PyXR80pEZJUhY1$AfB+`iX5ojct`yp1t>(h4MN#9>X}?
z#h}d=^daw6xPG2Moa1M8)Q@^4TIxe_vz#ise^@;aU~-O@D}Nk4TUuC+SP$Y6Cx&Mb
zGK>_1Eq%;@=-H(~1CvFplI!(j7!$r^8{vF3F}{g!AiUo_cDdJ4Y_!Ljx6A#M7%F;l
zHScq@5-D%IwXbt{`qFtY4XLlGwf{M;q>>=rA*Fo7fLE&XQMc2}8$U#~g(p%HPJdRm
zg~jyV`<U|KcBM1~JU_qQ^*;Jg80M@Tusa)XY;1V*7Q)z6$w8KnhueH}n>XKOUG$nu
zN0*pk_QkB6{V!$WT6%T{R$<coSM*Z&Skn18?4c3EkUJZgPZum%F@TliQg5W75^FpQ
zy)#l?MnF_XHT4p6MAz%^t~XJA(eD=N1y7oiR3AE*if}-IMDZuKJmC9kgzSHVfNfff
zwS;h*v=}z_uC40#vfPt+gXz>S&vYJr?-;(%aP#i{^1DNz=dh<rfdtRAOiVhn!)SKp
z+J(X&-#7~Ev_3l-I9(1z=lnjr>yf7VNX&4g<Kpm*@EV4<qQ!!_nsKFMets!=Nn`O&
z_V5cV0;Wl5-pjd65xOC2UHpx4xhiqj@Nu&U)^h<?|K==ZOF%cTX|lTij|n12fj>{d
z%>lwaD{x^-Kmybl63r$O4+T?@S2YA4ufsfnD!JDPf3-chh6<F;o2<fc4kPlYW|H{Z
zu88!>KuMTSuv3EC%&g$dtj$a;`z|a5-9e*zi2{!z;svATA&+!LHqjKCo2U@=Ut~xH
zDCk~ec$6#@yrv4kS8T)8lC7{*DD(+1gmj2+;@~#=6!cQCT2gly5%SP1N(7}51s0HG
zpa)l=!?ovIv-YfX;kG%*XN+KYIG0f8E677Nbyk1QBsBw{Ph9Ir$0fH5c_Bjo!J#D=
zbjh(3FJe8=zidk|{NS6atMPbD19KHrZVaz4Q8G*&f<bkn6J8>XTLteZHGD<g8BV<a
zd7I`4{VV<RrH&!y#kJEo^s^r_k9g^BEBXfC$drF?fNo)Aw7#-`)zW7$bKs<b2yv4>
zgsBf^W?i3q<Q6p1lGFBk?6Iw?FjM_N_vz3@8YZkR8!3aDB>gcvtz+~)$9i_;FT2;j
z>>`Jvt~wmp(q%A;4L{lNsD@lVfZgPLQF#&ZynP?S<3~*cFkt^a4)T}#V|ZWBJ+E?E
z&1-nDuM6{h36i2cvcdS+@g;|tj2l=ZV%n%chU0p&*stD;_@IFXai)89T}j!p%c4=$
z`#!4343Jf=LFJ?5y59W2s<B7dtm5^~#)%b;%S8{q)!Z0z^Q$}Sdr9HWADD)v+aUZH
zp)GV3=m9dp9LQ?+W{%J7?>4u$Cn_t`0rxCnIZ$Z;ebP*TL?d`p&K9MkYK@4S(0PK?
zn_@Vqlynl8)nCD>tfU5Q!H>f-K~}cFy9WvXN_ye88Jx8j^H>P=B<;j`ig-fD8a{(C
z3iN-IOxbKu3?#&i*eRPNhXKPapi9HZb29UQEqOrqUj(#!>%ElL6~F;o!~zlrbE>fv
zL?ZuV>G{pn#b@D3w=DbOgeT}^drg8XpPD#Vyi!5&BzNFU<xahV5Op{b@t9L997jBB
zjmOo$I^9X^Bc1P8?-Zv}6qYAvB-2|N!rOJQesjcID={i{v=rAlqF2mypu++j)9h8R
z?6sILL!i7m9Y8#IaXv>}=DahC#d$9s1Z$`B8If$P$qR?oF^}z0Cdnrj4yRs``t`<1
zBnfnQ=-}}(VI~>j?}w!-Xqu|Vq8VK-olS$8@f@Gd`d%Gx=$pol3Mudx>%7{<JOlGJ
z?!5ibxHb32)k}{4lu(V8J5XQ@j`iXsBxM9;fUT$i3=$g6*)nkEgxPU>f&iUZgds-g
zX3V&2A}>*qEVdE8FQi^grR>yLI^%3BF0`5L63l_?6n&zzj+h2q^8E0}jtBq_)`yyf
zGI2QoTN+3^i{frivqFm^m0tr7l1Tl#rET{E7=_+y-Vlo=k0v}+j$J13c{5jX`n`}i
zN+QuX67YuC|5-DD&y7<Tseu#DRNShM+t-bWSEKQ4TQM=f<l`bY@Yu3IZ1Xc&g+n+|
z?KOr3s-2oTu9j<<DcIt5EgWm(ApZzTPgyB`=6*(5!+Eo_$zuml8L}3E;Br@&PA)7{
z^lYC$jBzh=8%IUkXn-gY8|*R9^Z8Eowcfe>BD~<%GB(La;jh$Of^h=c6{o%O!r~~q
z`85uCmAisjdaiGpLqj{M?Pr5=e-mB#5nT~2h~j}Js3g5`@U30t@U}E3!wQ;qYA$^Y
z@xqeuq|x5`*^hjbtS3{#m9jESsknw^pxO>CiQI~8=x$0Q1h5~?n0u$4Y{6mv7slD9
zH{Qfdpmbv!M4`j(Z#W*7&-_4S?G8;Xn=b<z3vCGm$h|u#QexfQ5f=_&mu^kUnC<ss
zuW^wu<GocWql@>8vpwqKP`h@mW5yTsT`Dfkteg5fc^?)=9NzjmVwU#wrxGyOS)DBH
zwQg7+j0U2a`V@z5o!E@7zOTrP><zGY`V;f+zk(&h9y^XV&&vI5etaeVW^nVzs=d<C
z{30Z6undp|HV`XYY+Gxg<i=*DrYVUYUT6yzK$ry`E6{GaPp%=Lfa4r6GfvabTkdSW
z*a5k@yL!62PVCH9^#iV|$I3{oYZwxnL2jICjW~e4VhD>sS5=)>Zw6CgO91pRP->wn
zifo!xY@Vt?Mg{Fs(av4n4G9dA4mE<xUk(<5n(M+<u45a4r;;0h$R%g)QCsfe(MW-K
z)sSoa0-BB`Tmr#hYJ7&}MYV9XORUYb-24Jo2D;SzuOHsgLe3(7!?mL1g&tdLAm_h#
z?iqm_`<ezs*}mn0C5VvcpLEi{+!EZ7(f?Iu8)o9;TPF~FN?`SPoGkP+h)8e@Fe~J*
zSFX*t{<-8D+c^fXru|g}o;jxk&^&@67sn+j&L<(6EOISPRO~~c2!R257x{Q2Z*;@y
zCbv^%$~yCRS?9`|e9v8!r^kUh+-yIE{v)q+#AdDZB!##-o3)qO9e>3zyZvKovUiu<
z2~%#Mx24-rYgTol;j&AC<m6Lxe-HPyLmF+bii8=(Dk~KrRTC=-HGqdBn2SMJ?}Gsb
zi-^(61Q!>{86$IFACI-uuKDj-t@a!oACuDSol|lCcH5-io5>Mt@t^hE!-U^3-RI#0
z@UhnUyjK_tG48z>nfu`g4M)GzeEFYUf1bYnu)%m)^gc0DT;J4Dmt$kGHRZRJ2g4V&
zc)hP$xdUGe9QE@5%l+>7B<<-)##<n5uGe9_`1)pY8K!9M@#?9;T5yW<4bW#-`NCIP
zh83CDPz42YlKFD+dTx@X^Q!(Q)^E$&Td#6niIgI+o6(C@t;ZjKvESC;zWrdQ-|n1d
zmOvpA?qrIKKR%e#&KJkKLDAiOMbV8+n$mO)>oiYz{HZ7wYt&GQlA|gG^BZ-J2b^zW
zx-Xizj`}2)KbahzznT<K-F+!3+vf1<<c^BbFIv3C&4*2n2Q*KF$a|0IdM<SoP^+?Z
zv~NAUfpnQQ3TkB@+Cn$dEL?|vnhkiGUjOv|@p#tr=@J_6i+>MOP$Ms<SbBVB$DjJ0
zP(YLhmxQrFO3A@ES&ouHXbp&5BIC9aIn*JW0zY$&8YTgQqUAnJ@t`3Al~h~!*ZyT<
zx`>r_0TD7pd%{AV^GW=6CgopJbyXQpz^)SNK7ZZ@3|W(Rwm10Y4oci1l<0;FO~hM=
zFr}N)poQ#x7;6%)v|X!e^cw53Im!G8HiC-Rfwt75X#3|NV?K*yd@Ib;vwpt)7iu>G
zl+T$Y+{_B?<_PyYfgmsSI9WQ=?T{!6=gkksy>|!9=FK+{_bzb7d?7cTrc25E`%C?v
zr)lyWPyC7{LyQTvH{nF$mq)-d9DnkP_58o7V&`Y|MZLvG6IRZf$VF@0H-1}b&v{L^
zQjf+JKI2?H_r`ZFudZ>h%u3M1-nNF{u!+c8n^>MFHHNJx_l*oUPGi`vw0{*2M5mf2
zDb#=49qanFkT1qL`dF$!Jl*uE;&uDU%LwD`opi_N8^uKq65@HC9g+{%_Tw*(?_FCP
zjBpUhRlcFa$p=82o&|mW5C1R^=q1wpa)D)|sbxYsPW@G;YB(ROzyLvQJ?P3|V_X<q
z#WzP<=H9!Dl6}$PeVm#Mp{2UuhroO}`0K8g)qBBQA)(xxLdjnx=_dH}E?enyFWB_%
z?Q`UQl292>`QoVksPfvk=b}l^Go6N4uQ%{z?5en|YHIJ?>t2<$kpCr(Mn3hR8$mte
z&ZG?jBh_l}nnK{JxkZn19ND`Zt69a>-ru8U_#}SqyC8qHv?TunkO#-xdzSC`^}aB2
z<~4)6Vm0Rx;4%y9LzvboqA9D+h)hLn{Dtz4v`Quup5+9FA4dbmVI)|!>i|ZtLQmfq
zt7ZV000E~c5yFOrxA`%~p^4C}x|V;G7B)emdde9A9go|kre#T8q#;uWgPTxbQ6xLw
zvMa+iCs5Zi;|MP(VsMeY=>TR!rj-b?fLNj#L-_S#CE=_felQ>hgDOj;8lbs2cmt9N
zFpQCqUGJ0L3ak7x4ko~%&+y?FIa^=9wpPFD_UV^5R1_M9p50{>Kp0V|w%|)h1Z#^e
zJQpgicHhxCO@MD!<+D7CC;;N1QeVB7=w&N{OpATx1EEs~(_<@TFw<$7fiDPHN4}T8
zgKw{An)K>^^yGRQgFkOn>_tn0<wC-uD^Pb7V)J=>Mlp2z9_Kzkrk(E_hLtJZr(>c~
z)UbW|>RMDoc(h1th(3Vd6ENg?OG8#+H$gIAd&4Xi8IkjbbL6V}t<L!ggNRqeR&<!7
zw7ya*u$7QW`FyF{au0*YzCHz37Gc$T%~n2bFKw3{@Aqj0Oh49d%uEotK>`Vxzf1o@
z%!D`ri2Brx;zp+5AGc{Jy7$kUAG>#IVCEd}Z|m7|q&n8IL)9*egx`LaATrY5%pne_
zU*#ux<BChpMOHWOD1W%};R@I)7ybS5r%;CQ=HcY_b$6ZrE~Yw(VGGJPUp`o3JO2;3
zy+ikw6SM!k==G?r`;D`wojA*E!vX&MQ^Ex<JpMpx05!WCSq;+!xWa@7Z=`Ul^x$I3
zTrj3>CYc1Fh8NmfQ0PB2uK=1Oalb{>`JoCAEeL-Rp3awgX46d^Z0munBHE}FrOB4q
zzm*4{>x~1iEC9dt^ZVQfz+`NC3tMshcw8v{!L1c!dI1}yr0WzS2bBb!H_xvKme6nn
zVYS%7>?#F;LBwVjuGghurf`$+aHOPF+P$v8hnydPZ0T+KUf4S&9@4gKXEJ7%#{!YZ
z_iR_Lg8;A{Umi)%L%tr($;H8h>*_mb&k%L>-s@-G_GGuENmP*;afL1Bd?BK}uHKiL
zy~SKA4RA8;NTw2x6j^~nwV6zu9QBFJ_*<zb%+wn5lY=gO&bWZn0YhOJd5yS?cvFO{
zu03kad_UtN5l~l696u#xJGrM9Tt=BCpL_c(H!rQtNIW3hIgm!RKkrCfz%&TgluNg`
zLQCKlTy}n!7_UDsgBz&1iUeVOASnnD>?|ob?v%g_2A=9!c&~&@6!b+fLbc}SP0fS8
z2_$DMjDrY7j-;PjRqq^TeKd@~AuqzW#z2;W@lsKMnXDV}Lh{wL*|twWKp=3Z!P|DZ
zxf6Wc*`Oi0|9l0k;Sz%I0gy^B%_e3zSbe)`k+Ba|!2FU(O=nia@Bp@ixdjFoT$BbD
zC>`L=Pui)~dTCvB{QmY|SpR(wGhUaU(v$w5im~P2{VOU;D&=@j5if1`_PJCHa&WOR
zgfr}4*ls75Xx#a+b{5fbXW1ve`RnjBg$S9>yN;th!5{6kqXr(b=OD369>m78>0mUP
z7yJ-D35_zpN1@S%iZj5W(#vd669#*a(lz_Bby&ss;2ho@y|2Qhp4^Isp}0V&KKl4G
zb=s<X{e{^JZ<Uy9EX;)(`6j&(oy<PaZBmH+<c|LL71SgD8>t)Q!PJKNCwoOyK6yP?
zC#F!k#(jR5zlwGKtch6!O|NM2MdJoc+!xzJc;vQ9tO+>3G0Iv_@URS}`y5ys&m(4K
zX4j;C*wlb}VP`k4;Ty=1$|!C=po7ee`C1LX_|J>xXFooj==hF)2n}|5biZaw*1gi2
z{DQJSHTeB!JhzKZasAC&te@lI^5TAXy!NOt$43b0y5iYp!*BiC1w#db)b|Ui#XE{m
z2dm6<ZF@xdhFAV}9ro(oHsD)swx?C4P05h<p(6ebltTc`94>L$*;GIShH(<XI0sUJ
z4ylS`;Zgv4GL)F>rQZWd-&r8#5A<f_e*muY`5T=x9^T{IDl0&i8lA}23P^Y+NpOlq
z8k+c{>U5t(gF%`kF@z%xZ~X$zvHU>HU!u!|H%-Y*PRW4g@ewWFEG#N{{3V=ChMQZ$
zM@KRH^x;Pr-Vp&44Rnr^HIhL<fM5E?HC-w#X7*oSz_0aaT60yP{L+ns15kcgf=E(}
zNCvxrqQ*t~bJ%sqQZR-ctc|piEmc#|T#%JxyrL7&UTg^sG02Y<!0QUH%TZ$E-X^?v
z?1;-+>6BrJMcb&-h5*lh2{;x1uY(W24l+PM-JbDdtilnB{nZl3(c;CUCC&@%>=!O_
z#IV1Qa=!@o2R+n=s?lg80ioLS8_$lT!uXKekK&C@bbobb9pjaEXeRTIJhk#lWI$bc
zk{aapoKF-PrAv(mTRkU_oHpfuh%9CS?a_&Z7cNy+B<xrvY&Ypf0jf2IS>^Gxd==BJ
zDt8Nd4ZF!{qngr+-CtczjNJ$Q5`9WasN;}9ZwI@h(%j^7wxR4cp_rI^JePPBexu5U
zZ<US9l>NH?ZQzFV(7>%nGbppsTP9OO=Hug!Mn;}aPU;Tmrs*5EMb%P~bc2X0kH2V1
z7-X@F#=m~2)tdK3@6pR@`D(p1ldQYB53@#c^|%dkqwgk%;#MDBqWka3l^>IC0gdnK
zY#ti_D3Vn8B90QumrFBolguRfn~Yn({nf7C8gqx;l;K*<W;(7_VTV3uGJCSD5v910
za-Qlw@*fYjkx1Z7osFr%zn~0JT#F@X%R{|A@8g8&N_=JdXpA0GZ{`M4Zz}##dSeuT
zj0`5aK5hwB&u!Y4U^qU0Cr(9kVCAK_U2Dd;Prvc1W%J_H*~z4oM+w<C0+K-rto)t?
zvf!mkl0X=<fsTLRPh6?nP`e5u#QW?vk5Y_-?R2^&jjlM9aQMo|WR*nXEab0xI^YB2
zjd?>XJ?%u<h{nI<+=|6qXAFDx@vF&RJ|{qP&}R}&?u)>z6VsOnS*y{rZBHGto7f7@
zm0}?Pn4ubbYXW&mzap;TN{DV{<nk7BRZ2s%4o{P3)U0hirNPI<m8S<28p|XMaKB_$
z$RwIzg!soleVP0U<1}6&-_RxC`5AzWYDuJ3_@`rIZ&Ki7+!Sg|UVcpeNlVwt$haAl
z$Z_q!tEAGc<c`d)uB8G;L0|n?D=IKF0}N7b1ec4ZYTm<$6@2Xa_*kRFcpbs>{QmLM
zf2du42*4D)-vU4}EEd!xyD`O^s7c<;Pxyq}4F-%aez(3*n1nK6DKwk$oy?CbYbrff
zK44vF4u<@X6K4^dmPH{?V003p-m~&hy&|ixyh)v$lYqIILbU`F#|HAo<Hi_?_``qN
zvjN=GF9J8q2JJ)b(ubTEJM$im-A;yveEu09pO{}>|I;ZaogmU8^^m9NepK&hhto?L
zc`<E`l=bBwe?|#sap)eMkEtJS*IFq4l*4(_m$^DxZYQ}d&n^<X1{$0VS2V4y4Sm!x
zW>|G!jkvq<9|Zc}31w@sz7j|(p!bM>_}ZdWQCIMovx{_Pi8}5z5`V)eBQOrG!t%Po
z^)~$``dw_GbQCV<mz3HPB99(AL>IOZEWp$V(uG&EJfsau5-11+_;B>Ih&=1JPF8O>
ztn}Bd^fwmtxaak_7i{nE?JtAXoj#Q*X${8}tZ5Fv>hRbS4frW^p@-(VU&ekW%{WGg
zvjygG>G^Ne>aUb<ry4ndfht^=SA&pej;6s+jf+P{a%I1ZdPM7)7V19ge8)lNR{#=x
zcq2}JJp%pvOptmGnosmyC{!<)_8K7lCwHh(!ol_7-s!t?JG*jHTv!&qg^Mf;7cVVb
z4c`M%s3Kk;M7%k8-*VC>T`CBtZ$SwL0RoTZGJ@nl!MtN9(Ii1!EO|7jjK>mBp=?BO
z(=ENbZLTdoVJ-VWXZXL2JXGzqi?ji{g9KPoa|59a`YKeYS!O_Bwt#LvQ!N1naT0Ib
z<Gx&Ufsr5y9P0svI3F2^L0<z4vi_5|;{u5gOV4+3s2cN4lq<2(0364Cr6-F4AYX*g
zUJp`@$Pm%c<zZxDg#uVQ5WnEX2-(5it34ee@d8+p_pcjNfnu0wac24uQD9S*u}JNR
zkRPH(iTu3rzC;}u&4cKcXudF#FhW3W7Z8F2BBgu5VXZLvI^1gi!+2fbm}ZGIgb*zO
zHq96{%V2!&wzSAo*-nprZ|}Rah}TvPsE{S~&}H?|#Rwo~e1a(w0i^W^!5V>^Wg4P+
z4-#a%7yb-uO`ZO(dqvv_yBvi0W?h}Mr#PjiJWsgxmDC8ZhwH=xN(J1jMV$(T?8}vL
z`MJBg+Iw+FzpQy@5u!RCh9BGZfoc>08h1+gF%<B97V!q~l2^Q3M~pZgB;=PRie`WW
zc=a7EK<BKQ$Y->`4#V!HP5Jl@>o@+&hRkH@I~MQO0J!>Qe6%#^GxUzds|9G3ec1X(
zgp;pB-c~~C!S~iWh3;UN0;bwh`TgYyE;vA90YZ!Sf^ozx%PVRA_+B7hsuPGaYGVMl
z4a)LmyK_g1M2Hy$a3J~jyh9ls!_s*H7JDD+o*sp2nVP<ZwCV!I6D2T6Aw1f@M*g64
zVpCXmzvP8YnPo^H@Iq&hEt`q-3y22A41kzfLi?maf(P%$MM$WZbKZxckp*Er9f5k#
zRUii9Mg;}u23YLU$U!>1;9dMW3*_{E9=qM<lg~EGwCu{MM9AVVEg?0P3|!T#bwpx6
z`C#3r0Y*7rv<^X=5XtK&^``P?oPS}$gQ!%6BMH{<g=c({smR;R?VXA36eh^r&y_b=
zzoU*@_RKi<bzuChAir`xh`Do<?CQPMjmbB6mY`tW*AAjX`$tz$#vjg{J(wkVO&VZ^
z+1N_?y${2CfKmS3*Y@wZZ3+C!js$bPHh;?`Rf1})M))nu5?Y(fzwXn_;u&uT-3t5w
zL;`XHtGWSuzgGq=P*q(MsSXbwqm;<*ZZlJMw;6z1!n$r-2zHhwys>gbYZb~Q2(K;1
zUpLzP@qNI@y^e+v5vU}+R&{&E$32sg)a>L$<8?D^+nIT8<mvPn7l_5O6;%QT37epA
z-ieium6)=B;~YySe9u$>%$O&c>Hp%t4KhgpYis9UMluaXQ^{!&xdf|R@oPlsg50c&
zR&1^N50m@sv*nATzJEkG%1;~roYuRkuRow~lXJbpJ%hq8^lK6&M`}kINmi$fWZaKz
zMUih7;E)Z0C=aW4a{mJ2-p1k0qu-{|#uc<ds^N$wM8;syO@76egeb<+m*Wx~-|v$f
z>71xFb8xf1+*N6&x4|sR=*!YzMcsrRo;luIX?Psxi*!Z%Qw?LE<;U2f9G{Ykt5@lk
z8MnXvw5TkM&`X->el@9jnG|%2=qZjGr=9FY#j<eidN%vr7vtR>9z<Trd>f+F6wuxE
z=s(l+siHr@d^iJgqn3L#9Y6SOFz;;RCe$~A*X!ic#TKb1lw$BXENmq$7jVI$;~P&2
zJ&FGA=FHcA@Qc<<6#AJC?rUfq8>=_FjNYpox^d<?+VqD;%q6C<Ua9tEq^HeEW}~>T
zU@Fzj$JTMJwX>Bo5FK?nojV2l6*u3x9Vf;c%z63e8^fC}9FO|#6W?Sn9bRLSpl8TY
z48eiz!x+A+%<Tup3f4Dxo1-EsD?1n+*%Sp7C-0Lj>$L}zv(bj_RGbi;upe+}H-{KE
zz@mU%>T#LZ?zeU_L<F}>1w?!p+}uOp6!gCiD>_t_+?G9t9!!K>uApri?@sP(ay{fH
z<5{6av_Ycb=*KExnSURis{Ch4O_R?in<q6Vr<$jfkRk$;gQ`$hjj))3A;U#=_7E@h
zy9XAsLYni83<9##C=&)sNn1mG34f3vPUU5w^lkLJAeL-84HX;wAlxSwOam9V_X*fP
zhA=?s!$hGB{7C}gTplJ-^2(1Tq94)VHR(VsF%s~Xs>t8K^Y8Bu!GNb_%1T!yWQJoU
zwEN%NFJ9vUJ^a!m{?Im|5y|viCrgs^Dbn%piHF0<VVI)kXZ}Ri@R1%;MM2P;)S$k}
zrtO+f(>0&Sr1{36`M4(5B9PVBnn@`5Q<;Beo>lJGm$Xnd(_RhC7XIsLutfA9alG8%
zkXv5y1``HJ$A{qlA@>G6-}QTpO%6%}ZTWiuAjl)N+W<ZIMS%dms<xCWZ|<<SRpCRV
z3y+aMO$G3i&tiXMWd4J(wimN_T}8F4UjTV|Vp1&MT}raQw&a=r3+$1@LeFsWTBN={
zr;t#8)csVhODK6+U#>;W&Va^f!_$=p0QBImO?idc@xFij%%fk|*2~<--q69=_@TQs
z7IR<6)W^;vE>pmeK;*yw@JswfM?D6EPTJRBKt5KP0;QU9MxXA9>I*#*iO+l2`Cs0<
zr;qN|-uV77ZsJR<B_%lZU+x)bI8^~aN_vLhGOj(*f6r&|j#pa(_1*+~GZV<2gs%Q-
z2Oe3RW=xV*n~7en3debO`t;Ar(<c%SqqIlLfBxJ1l~6qwfK!rjmKFPb*JuyY(wt6@
z-HT0MV4ku+O9cI#^1*I*ND5!S!ZUIn94b%+;g+tyDi6uG{KLm}f*z#ZgZ+gD<W0&{
z{%GcB7}E02{;$@^=|SM_IVH1>0Ds1hRIK5=*W-fIsZax1IFrU~{Gs`|2OWyb3<%B1
zen|={0UsqSKd|GZX^`cQy>q>p=6D~50<O|DsQk_?1sQYYUE|9=J63LCXQW^I_#9lr
zD5$YAMheXb)QXvb44YqU?3XyY;HmHB@7mm_wEw<50GV>bmS-KDtpcwP8VbG?0*JD5
zmuc#4J<rD@Pj<=paOgI#PYJIe9LBdlVr-I?zMwtJ@fEPOtUw&VVe^o@XFY}C$<}To
zrp?dz`;*DMEi-pO)Oe0?^Vhf%w*Ik*?5&n~&rfc~gGq(Yerw1%U*RcZVV;0OoI}oU
zY9f7~1I3^`WPZn(_;3JFXnqWv)GKK1>l=1GxH6025^R76K}c^a#EjG#f&aBW=q_+T
z_YRxm%Ps?+`;QyT*%V0)K<u7YMHdn&oAW)8J6>$pHEJ$%=TMUrOiRcx*K04^pkhDu
zq{w#6@fj{8&Lj9}|M@hCxPi^B)Xh!TeE=;nOD_m$%bI`?a{_S!1395@pWk;urV}2c
zrT^iPc<Ax2rEad@J;rusXXiFo%V%zP_~C3a44rLC6gfnZtamS@w0%mQPT7wbX=|-3
z>W#y1t?gO2<+8cU2(Q@l3oqNp^yu)WUN+|DP1)Gsb8%YBFLaQ&R@B*f?LV&lN9&vH
zK0joi2*>5Am%iT3F%bD20<$Kn3!SMp#h*9nlbZEun)CqM@VRS+>RT7xw=kh(!Bz$M
z!o}G6OR?)0k;lviL~!o8>MLr?u-T4HX*V;$+(39ElnI#ID7uV9e&*fa0)Dd*=x50<
z`w3uM<F|QAPo|PTZQULA=sZlj3lsqq^6mxWg%LO8hh!Y&nUaM_84p|rFQs@m^gb1Y
z3%*JZhpMrh(nS~P6c#>maAaQ>tu6x?xa`7$7hAO4uL4;|kuEgQg{gZ<NH>Ij$x=WS
z8Is%Bw1`yEqap{<{p9o)n6J5FMUC=)3D83T(4a97K<vE(ifGlPrIvuZ?UCIEKyh%9
zEHXa}i6$+y@eoDCn1={XOEEyqh=9m(HT;mZC9cJfv5FyF?HPVI`rd9ttS_O}FSN~v
zuHBDL*qhKmVvL2!0u=Hf0LPthLIC!{1%VAEM1G**=K>H0U{YbR^arUJ15r#1FesQx
z!&>btCJ;S~WJ&<|0ca3Eh}QD1tN{l4QV^bZCB%nS#q5=hnSq+hD{qxoYMFv>(NG-~
zV1J+X?*@U`AhB>7Y+xCnQ3o=FufI!r`oyGG_4P%#H0a8OWpk>RXaElZ*p45o=rZDm
z0ndEW3Fmkho@dyi2q1>Q9k63~gn`{Z#ZQr!2ze_z3$K0Rh~$u%VE4W}i|Cq<z=bn+
zb6&w_;P(lN4|OdKG;;-OSi{T(!@2bYB^VsCg{p<`Ps8G+%4DzHo*3kbh5c}YHp1eK
z$gwv~ZIZ6hkz$n%Q<TjUsGnJ8iTV}Z^eX44Sm@8qJ!Yinww?kjVW1yo7U4>6jeEl|
zf?_WmUM@CR5jPaTTj+f(1yh?pOsUW<_y9oA|KTKpvv6Y~Lx_TVD7_B>pRVuR)1C``
z^EPs7$?z=iBVXRnFu?IEv<EAef=#MWq)EVO1{k3Zq^4(5!sa-??i1L;5z0!XAmCU`
zh4O!8L&iKK02^C;Cnth$9#(JkrCCb+pY6*ZbPj_=Aqp}79K3GN`~bcdiVlcVyI-lI
zrB#8p>?8;&8+|0X+OA*8V9u98G&(BNZ~BJ=z7#}ZKeonlu?wNBPz7#A8vRpH!-288
zfIJ6{gOyx8+3yfV{r!nkWKf6m09OnOxO(JMm6#@g2nZ6+gB>F?zNwWvHRpVDetta&
zA(=*6$<jALs|1D<&lZHeP64Ecp%iI!sT>zT`kM}%*A8Kt$N@!Zyp$GN*&hN2RRE*1
z*HK5MeMP;J2k}EZq+Yr1aCop6#XC+Mnma`CnVdC`bR|L(>c>n@t*rMV4@3KJEu&}<
zAQPK_%XDx2OO#K3evg>ZgO)0u)`bR9bq0FC$DsHuxC~sCx4<O=;AX2+EH?ePzgk$x
z(O%!}n{Q}7BOEqXYHb(6e${-x2~~%?6i|(3f<al-K-wb6VkklcU~^MN43kGkAiZTb
ziKp`M3LD`9;lP`HZ-g3}fZ7dOrl!#Vt(Y)1Gxtti5D=K{_Q<(6N5UZfS)>Lm;9+j=
znP)=%sL7|B?c%XLm@UBd<XU}uRGWl3K3waw7gi{Ws`$w5tT>@xK4K#OC~ed<>GAVe
z`|P$(08F@rbM<g-diq}<s^LbugHK`sNXGo_($t-4O$*o*+otc{xdaF5ZuIT}N+6(A
zng{PrYquVljl{mBG)ReA7&G>KWI7hKOrfc{^Yh#yi4vQ19y06D88BX%<X60dYd`g~
znL@!&8b%5l&8q=(jjQh*#EV$Wc~m(4vBqqpf71Uw;ze^k`=X@X#^G}Jw$1x=Pu|T*
zt263FNWwk^z}cFydA@?0v26f(gtS?O7hwplqlP)iX?i4Y#bUNF{Oin_n_z>ZWs?%D
z?CqS-*!7DlMuzaO+_8Rhrn_dxij>b3$z!Yg7b;DLCB_?1niO!|=bvL5b{XX<0ziyZ
zMu$#@Qi9r8Ciifk-7w=nhZTF<)Ga2Sy?i!!-;I_?Q0N-Db;EBvA*x3I*16fANd+bC
z9p=J1nbN(Z9{kU?-ckEoW@)DN|COJ1{oRio(w4d>Q6sJF_1tE8ys<O;RHNAQg3|P)
z`==jEXtym@os*Ev4D;mal$^W-K^1x{4t9|ydngDKf8K~9YWw@Qq~dl%$dFsBIH(Yr
zzhSs>W_-H8voG-!qKd59+ycJou_fyWlOu)OmRrG$EiHU<6e@)fv|Lld1EgY_+c%-)
zP!)RcH?##QHJPX&vmlLD0jroyl`u99^QwkfHH=7jqij%uHuc<suj&;9qgKORZw125
z;<l$jFa$okcwp$k;*wMwSj~r4{S4er3~94$n&+1``^6b{PeZlW@>4pp^Fh+0)ZL>y
zv~jHP_m|;muNhPY7+)t4?y^gRf=?lq-=2m%RB0Jp&w2Lfo7&a594o=RF|J4cOm~pq
z&`6uT%fQm{>Z)wZzax*srE6gYzh8x+J7g^2bnGhZ*JLuF{{U2Jp_#pfBTFNz?i+ur
z4;`wb*Q$YN0SV*hX=$%x=~dK;V&Y6d)3zA7t*KqpX-v8%mL?(fAs-3;^y6jLSI6i(
zNao7_c-NlY9vQY%LGp2{gWMdf7P}Tj;NjW!!s#@i>!^dKrk+Ucaw#cpY8fgAs<GYm
zQ<9TladE%(&E=gEp8$9A_vn*9PP12|q@<d`(U;Kd=xZNS(tgM*`MABDClQHjaf1t(
zD}QL3A!lJXe?ms&PZR$5av1wAr}%x{_}T9GBTQ5t(xu?nE&t>0!~}zJ%09P~`?~0j
z{KyOMeb`YVk>AQd9(VCKu9<&KlG5%-)MB*xCE%kPp_q9u&L~r}z(DYkSiIBw&ciPD
z5mZM6PPduFIFGnN_<q~^2TAMsT+I*fM^AoSl~PF2^Aye9jQX}|;=C5R`nEkpJtp*`
z8B<sNVxrf$*h-$?QT$o?$Ctgn6O$+tue-vVK#3H20nxJ<=+HRDqiDo4Q~l1xEf{f@
zRgIoSO`fNY=iz44!N)t6G~O|NC*b^;Zbf(!A<a@MV`*VuN2gxB-}&5NQ>#E(Uh&pT
zx{X%mV_$sDsLpxtcXG&-FRbTrv;;>SVp03_l8+*{_`*J^S-XhtrXr=`<M=BnUz=lF
zr&GmruhY2`&dI81$mI~rPF8U!IGcUUo;)zxyN@T@Pw(v`vT&~I6jxp-c+*HsMB3P~
zodGnRcMFh@eT&af&pfe4S}T1IJUz)uuI(hobp#YYdyFa}H%6g1tKRxU8!hP~vs(f>
zr)F1X<~}y}R{|DOZ6uM1pK3?YrKXqtfnFRk?)-;=0uBwnCI<yWQjMta<xMpWg~6z_
zRY2FBKdJ)8l{y^sy9cza90nX)D=Ux7D-TM`56dbKzf~S0-6|_Rn#Zcg_pF>&!b;o6
zW<Bc*r<9G2ITg5xOm)Lc%juiQYc_#8VFaT*jb^G|I!^`F%lxy=Yl1z5k*(?nW#w7a
zEv!kGxx8tvY#$?MP_7s;&tsSzGjJOT@4}YBpzFa7VWBjWJ*+4+BUq<OTIp8g&yoYF
zDgo#alBs5ia)T1+0kDZAhboimrZy95rU}H%Q#Y>@TEN@^H{o;SX;V6<Il<VwtVEHi
z7lR9jij62G?aZklI8=|^U;v!Cu^HD9A&sYyQz!X-ZEd2_xX!;oMn=d4H59BIRa+iC
zrR?W-OW3bC;0^hsWF~fd7vK9uBquO-F;_poZ0M;rqbq}k;YOFmPGjfb6&bcW(faKx
zU#V4jt^>m~pD{Q0Q?AXlO-F9$qMd@gXCk6G9bMu&Lo2zzpX9#8sFvN-$b+|j35j?c
z1g77OW15kE#-+JSuf2QW{_X{>-3tk);5NULcAwK$A7ZO7vCW6r=0|L89sx+EbbE2z
z$2zVDS}%|9@9oC>(dPIEdr;3^%2d5UOCyQ|n0Lf~@ud{RJT<E0!xx5}fM;5QM1J+5
zWI#1s^ILLI62(+b4CG#ag~V#QJkV~RfW*QsJprR;IY=}P*p6qz{QvSU(2z{64`Fc7
zZE(DhT#mNW@2|sb|9BI>QSXGZ*tO#Kts7A-c8&kufdZ}Tu5mZ+<v=-A0?{3+>d#bT
z(NH!TSCU$di%sgS-@qC^Jl0#|t|G0VDt!f7jpYOxaVVt1NX-DE5BZ&b2vdppjY8rZ
z<~a2nsHo_7VbTg$0L)m)2@txm7rdWpC<u&%)YL@k1u;!E5R2p?bM!G&oNp#h^Tq)z
zM_<oBNIxLh7W*3&B1*&m<%A!;OLGdbwJ2e&Q~(Xb)zmCl)Qqb5o+1TQ6asx_Y2VDM
z2*Sre)L>Qdj@PVqcdYO2tANZIGzH2(JA{XZzv*Bhtb{l3w`BUvmykplY5B$ZG1o05
z=>YOV)dNzn0f5_kk4EZQXLtieGab+<PaZt=cbI|l=3f|4N=Ho@_>d+22$<SCnoBu1
z7a4N`bPsJY?`-n7`@^mPo9<=vq%(pt7e21YdHAcW$d}>YD9zc>T~e@!AdD0YCt*aG
z>T>`ROT@$I-0OvR9TIP5^=EJapu9lDOAl)wB;qeytiMt#FdtK)dJ?{HYd4~7#4~Um
zH%<t4G89+VGen-wvB8I9)GR4-;Wz4=6{Xn@Gw5qd9n}DMTeEI(>r_2`U#pk=9kj$M
zj!z1{#s$PQdg?9C5FCu}#MD!w^>|MSDFq7`s<S^Z_Ejb-PCxR@s@%_QoN%&^F2Jn@
z1USqdE;TBMHGczv{?QwO>((}dca{6mAd5;hIbjdF2p^*ak}dtn&CTv`p#K#x5fF*H
zlfs0RwcSWlQnMnF5HpCnCquSuTtr}%ZZ*-dw~V<os0Y3=N(tm=Mu<PaRe_c*>5$-7
zKsK}JMl{?W2n<4=!xTt>-NLVw8K2C8=B*2H20Fm-;AuJy?bv?`chX0~7Ak#;%nSt@
zz`wzFm(2TkPc}}j;64-Q+@4_pcHK<kgCWwvz5|h!84Ig^b@>zlST0DYP7-4S>^JJ4
zRk_|w@jMZ*D0`8?S<J5(P2ox9v7g~`L|(ex=E0plo|EmrM_$>?IKTaYTkSBcyYt4z
zXGq=jG--XeEuFdWd~J3eQTdqcZE<OT3EwKkEbfoBAP>>BJz(y^`db`*z7OIb5h`T?
zts@ie;A&;}0Ztl|m0$BD)eSmp)T0Yt_Giy@)q0XtO~HKpdLS1XaFZsz8Y*=$?F8F~
zDqwmUFEy6-PY)rLTyN>0I^+)oa-u-jcGmHC+ay_PYoQWoP-2mB<SODt@n33uRWIGq
zbtjquMirpWG2E0yQwHIQR#~xa=tVkVT#BsaXz>cbYbrqnJ4h=YxXz=A{NW<m0F9b9
zjto#Fp_ec-h1F&$f83P-pw(zF*^+~VX_txLO1xv-$1KaUR%GTNnq1JeB|2c3)mf%z
zWjn|+53ff9U9jXvmh<33UeX0xz?#>Nnp`P6Y@Uje^kgH=h8y#FmyA(vlW1@nZA$Hy
ziU3)~)zCT7FF86o@S^JtQWISdjclQtt<z%h_@*GEd_M>`z^@Psvt+XK4#v5Sog>tc
zu67eBDwn^K{gaz=<pVKnBAUR+OU1-NgIvwGtKgxjx`ihm@4;ME;Dp$2&6yWsQt5uf
ziynhbkaDq_?w=Oqg9FU7#p%S~>t2XzoP}a@kp$eX7p9W}7(+I3uD#xux&S&}RW)ki
zVz{x;2I6%iswPDjcW3z2?(xpluR$+vyJ?qnT&35^)ZBM3;afAwQ$G~EW)G`-N24|>
z?SR7KCq52#Yp1dX=pIw<4?dpW`)lM<Vc#&RildJO&;N)Pn)l=<-IL<cwXL|Co4He>
z$(7E_m&F(X#((623m(!?sDk-3xT)JTst7<xGKky={6VBl60l5F{)YuZVgvUfQhMas
zh$UE`90}Bg*fc#>_+gQndVE{qA>jWCLOfQX!e*#|=BVA;cA+7Wu&8mtJrB=Ak0zo@
zs_D5FDD{}OYO`4$`VIbq%Mi|T2I4>K81X>((?fzyj|o*jsH34%caSaEe%D*YP_G?L
zF9e=Y+|c}BbxwGn3GPRy;YZtUp=wpDYF&$2pgP2S=U>GVA(A8+PH0HFNT+$~CZZJ{
zPNn6j`%PT!6Tp=V;`*-pi9;<PkA{AJ)Fcum!oVIPD*E&iZ{a)5ckj@GEsk$9Xa#gW
zTrPg!-V9~py@Xd0MZW#T)JcbgCx@Vceln9}{s%8Q60<o)Z@eyr3gq8=Z(7t>qzeeK
z?vAf+dpJ~IxJRpob+V%-65gbKDw_QCv1Y!mW}aG)`nrjc;@xbEckk}KPq^m}h|N~H
zj>7n7%D)DE3-Zs^9<1cnZOhQq+7nLuU@#LdUSEG_;=CMdxNvrRI-Uc%@cTdUprpDw
zxr1N(o84mNRNOC$F1r+7b}9Gq7$&Y??iJshe418UdgI_1>!j`a$w{t#bo_(fdnRd@
z>t(NdS~~yj>F9`PoZBKd7Ea@%i|U5oOlOU3pDg!{xAm=^_U)y-nd^E(E<2ij`=)6A
z=%{IAne_E^GAyqkMGx}`U#DoSpTcY{wHUho&OZpTua^}|dgrZanfJ{|NFrX?po1-+
zUF*NDMfqJ=-aCz}TR0?Hg_^ALC;u+Du04}e`JL}RY!gAZJqBNw*=U<Fkmqa!hy=Y|
z*ve;Z$qbx`HxDV;W!tttHUGu<gYBP*|4#_&)3!)eQyLxB8(@6j>Rw@YLJtwA+kO89
zIK^1qbO}NSoh2Qj5xx-CS-!yunkTHxZLCT44BJdS%>7izivvyb*9umZ`s<U2SDbws
zefAq$cLgrsPU-wqKk7;2JpNw1-k<Ds)0b7QZbMrr3%*FIi8rn(LY%%O5==Rs_o9%L
z&!c-MRDn;1vb9f+w-7zswEcvlCp+TB$oDL(w>sQ4ZZvw{Xb=m1!p#GGoSa-egX|w@
ziMPXukepzPX}Qy;xi{h$2bAnJpq}CnK5&Pvs3>o0L;lIgBGAk6p|c#5Zdo6^?EKlE
z5lS?Kwh^cXiRyzPUNWXZ`Rr4bAwj{F$BgV@KNb094u7O*GLuCCo>fMqKos9d5Dq<d
z?c(ka@t~O??pUMRvj?wY{d6N4594tWWNMHLH6vdYuP9=5q~?g45i@rD`|soF%6|l7
zRpiH)2B@_h-=M|3&+B=g_g{bBFAJV$)xZv_kmWk9nadcN%MO^!+?jLjwff|~eDu`3
zy%hVhN%^EIVE_8rm(QLNe>@`yTdd6ES9!i^k2Pt+#<Xs2&EMLbzqx5O%3pCkzv8X!
zpVg}hdqL+?qbR5|PbOuK@&o7k%{?sXT6h}UbvY81f{krzEEO~VKm;r7$A1x_yu?O6
zz+#qk0s(5p7RqeddlcUwc45C|;8K=@BtUX_$I7+cLt!M*So5WBJx2-wMsLB{BNlZ<
z_PmoAoJDb97H+mk;@G}-5wSUdibZ0PZor@cyH{kf*USvEypzouZ$31)Gnv#MIVWYY
zCS~^=tvmq#*UgNuD=y4W+rr*acwh)Ihpkx5oHtpdds~(W=p^ySb7bePGnV=0bqh^g
z<~;k!e2)q75m?OJ^6<A@9wYsYtIjQ4D;+LvtZw{RS~Nob`lBMR?8hh4{$`Iru(ILj
zzIWY2Z{PmsrdMtBmR<54oqEd&q4igc4Kb|kETrWO-0A~q^F3+xCf=P4_%v1X`PffO
zdiwfVt<{lFYn7^^wTa?_iBi^C4eOM@2!4PV`W3=Bd#wBo^vOWHFkC0EaUXEYMu#Kb
z1tOl7o>1>$67S7?*4)tldYmWYE4!99@fU~|N=VdBHJkvTk5$cn=UX=4vTVQ2k1@)S
z0+&_Nrwf8h$iR;;5Q@dK-&w;>haQfm-}Owd=_h1$yk?7MTwvR`nlJxseM5clQd5rX
zzby!yUoXfX$|*z7*4@++f)0NR0zOT%ut9PN5qrP|LFB(NA#<aPMj-qMSm(_nYOY=v
z%t7{?W2|&l1@>Sit&-vB2AJM6LijNd8RCH~!N8~%Z#A@)lE8xEm4(^?l;G)W*11F#
zuCbVVe<L(^nd5y!1-(NB0drmg%KO6^gaTKmI)yaxRXq;}>KU{?L7_tQZy^>I2wgB!
zhb|$+5#z=XrVRQPOpp4a&VW{fvjd8HKgvcuQUq^N8C390)8;WdcOLRnQ@Oh3cvCD-
zxQL*kO(s$xax9a}Mv|@s!l8=(C$NI&5zlBt^d`ROG%-Mx4A3GyR|tCH%rrd0T7*lN
z%3i!d+lb-inHKXPFaNXAUJ7QVv!RNm5>ojBX6mM5RDr4$dBQa;0J!`a;<QW_AZp28
zyRc7O7u>{&B!qBkWa2tFuTxWErI<utGf2cl7XVVQ*5Liz(&t?vlDtgyy3BUDcV1GV
zR#{Ms+0?*!h(B5arzuS44+cJ9oTw<VnEzLme7f@dsx)QZ+rG84s7oLCEr76i6)sJ?
z;EdbKolaRWHKAbE?5y{E1E>wq1tW`vk5^Pj^4v$AEIyReF$D3$PeZM?{P_z5W8Dv=
za&Sgc!_Oamb@@QT>`9U{(*Xp7v_ez^*Aj__7rQrD+8UF2f}bVy_ngx()n}0L^N<l#
z53a1XBp)|sM*0gsgq0&wP6%!Q*_r$NzZSWD<qJmPCxhlvfk9l9t$9G9jz#-Zfvs$p
zgCBLsg3k~=q~`q<2>&cX1mD0bx9`V;rCx$<;1nww7gy;R`3F>YgNW2G4u<z=%+tRt
z!CG#oD(#QD-%(K@oiMRNTVVDT6jf&Omf~})#bPtX<n{r|u#a4yZ*R$XMhQ6SL8&O4
z$X_7O0oLaFdVgm5|C@=MXCyzKbX#YWqsVh|Y&Ni@;(ng<)4wc$kpt+M!tBx<!v4&p
zDUzllFf)88;?`iH%Nrh|o!`MmGq*Y7DdluvVidxkZ_aCSvXHqX1(OJHgDwa5;5=Q)
zLlPo0fsr>42HXBZ)Ko~Gwwt$dkYO{%JiacL&}_pV%z$bQM!e<Ez-|K?3gY8}4mL-G
z{~Q1{vH;5y@xK_LpiziI1qabIOJTjqt)~MD+?X9_X7@}E5VYk(2)d?E7@mO)REnJp
zqG#7us!Z^6DMX(VshRiIMfu@Q!CoT}Kzx^ji2ERAq_$r~t6Cr~^9O3o1~TPDph?o2
zWx;5p1DJHo!o@4e?Z9wjK@P13d^E1^%%E9n5(Wk)(cEhUEWOtK+U2HF_kd!G9(1!O
zCy_88k(b)%Z<?iiRpz$Pf1)Pro7}5g+jTRv=fPJ<0d3gg!n6xd{LUXxnkAjS9+wxL
z(o~lIg?+PbObG&<T+Nbol-YF>Y&uX(tOTol#3CU`=YO(r4&bd|HMSaDn>BfhZ0D0@
zhqa{O3xwz`5j?Q|nB)A=@V?Qh$&6Y|VbOF}GNUz}#aDG`#Q!(wr>skb`~w`TYeaen
zBnOOdNCcFmuP1o2Q_v9~)sZw~$vWlHIc%AXFM|(duo)o4vFPuuW;W%@7nTKf^vW!U
zB^2|50q4n8rf&cuD4#3G2bn~zNb{D?lOgQ86~u0zw)W~YmkVVUcKUhSY8~g@=T;f8
zukhT??X~1XrJyZ$XG(K9i40jsOqRW<ww-#_T{D;PKaS2is>#0%<1k_f$Oh82(b9-Y
z!$wG#f`D{MOGtMMf`W?D4bsve-Q5V%-6CBM7~A{&-g9;i{{iQDwrAh_zOL(YoyPe0
z@n)t7-t4w9>Ulga+4$XaBe_2#TJ3+F7~i`1<Thxx%m0q|_+xpysOOr=X6Mh{`lAsh
zpEu5%^=^lK2m8a14RGB8-(n&kZPu;-u?6>K?b9_*&v-YL-)X<<ei8IrSMfAkf&^nv
z5*XEMX|Ji^VOXS1h5tIH^Ii~u>TP>&x+14VOCh^!))3irNV2j^njnaVBIa%-=C8#T
zd?kfW-&X#6>w5Cm<HEz^%){fIHfVik4b&~Tln&Q)9;@BzbQ%^xB>zK*Nj3rwwsk;y
z1eyar{!AeG7@t7WlhilgJ3ilw&(a|Wk8-{5`mO=L;ZsLkjaqgMFZ;l2SVScBNJx;4
zl(HwNf=KjOSriu9Trsh%wY3f-zz02GKP9z<0~WnX5>O1>m6ebwiba#9M(9O&u6532
z4AFa4<ViT(kRzIvoEI1;waX}FbH8pp{Lh+?8!nVzmD*$Q=0!S?ddV;@(c#?t{oYT*
zGF60IBg;uBKfkar-!{J>901%h0oc#vXqIt4ZEGr?n%J-N93=<B_dj%ZyrQiWB4KO&
ze^9Wdh@&~5zp$3=XYJ#kwUQNOqU~jZ?M~U*PL-8T4Mk414FP5O0lE1B)wPyQWtR0V
zZ_BG4a!PE93%tIU2mQ#g$Sbxl{l2YjwCJVOKUrSBDZR{f>!$^|$f9GE5|#1@vPM-+
zevaL=(&yyLOwaUlu-Q+U|6{vrQ_erqMH~B9O_4V0^p~)Qq`7I%t4D31SFg{0#hgZR
zG~8W0KG)HrD=Z&VHw9RKLXU#HoDQ}I_9i<&%indUwT73P;HfbMy8n=Vtg)PMKf}tC
ziR~#9-Z!S!*M}J#hljmPKb{?G5d83L)Ob06`I_!&<js)r8{dKw1wp|Vg}~Nb>J?}p
zYUwL#X{(_nzoBKTA#4kkOKGp-AlJxO^&(T3U#t8jQr}WFPpVEu!0|Kpg0&D<Zkc2D
z>fzMQOFH@e19FX{hJubF5LP<?Y3j$`cwue%=MU;v%_EN8ycj_uV!@DLqLJok49jhd
z(ba=n;Vh5QfCY|(vG#_e^uT5A^Clg_X&I^UHSnCpj+t?u<XFQ|A3wi|_pd2}JsNM5
zcWwQ|mwC5|mzQp_+iy$FWSVw6jBy*_)V!z$XuDO)O07ivQv$nt@PF6VBje)~ptqT~
zVtDR9MqCCF_l}G@a54c`M^~gbg%tnJv(ohwz|lYOanM&;EquOva)t1ydSc2{>BRhL
z%dYu0=qTt1pILP;zo#oXigSH;Q8e@cfB9rW?`vlafe{91y8}vMdW1SwU$}l`IO^?&
z2sL$mdE)v7*mJM7VwTaspB*4k>J6=6GLxZk96s6_r*GsSW9!IzlS?ocMA*k;KvwCq
zq5`qCnJKV1rQhmqyP#o-Kxz|(8WA%PQFVX!YD<OJKmfw;snTB<Dju|JyCax<f_F&F
zhQTGpn?)nNYYWzCwDH&Rt6D;qf=_-NSE4NR+dFT~-d#RMTZ^Iw>%s}F;KyQZf6{%|
zyomhgF0Y}Ya<7KNZ^2HXfLY_|F0i3<1;|0&@uvW$Av;*ioTlCW2&M;cJ{0-q-tQjt
zC>jZ4yY!^&d4aM^5#U~12Vx?BWcQ0y_jBeha<&X}mQ8WiE_3FOayGnn(VklAc-M+s
zCxZK11oN#P^SVBWLnJ6tq|Mhqu=*d$`ruS^ar67?X7Tc7&dO%a!e;r>roieZ=i+8!
zwQcZOX5f2&<L~~)mOp?;jL;p#OYa7zOc1dw03b05x}4iH4rPoOXcocy!If^+w^bGh
zK^OP<6i{;z$xMR<_snEaRB)wTgwRX;<R&<y)A|F&9)#4=OyB!wL}byhD+%*Mye<8!
z`u6H(rMYXGvAFst(E^O>vbE;%vLFjvW-(=DJYTyVn~T0?=U1RmZ&?&>Vcj*Id?vd+
zWvJ=r+mUh&wlZJfs=YYvEE_%!m<krgR^C2k-?J1{zgr^=KDc@7C1|*g(Uuw@^VME#
zCDW6?fiZ76<$ogpni*W}c0G51jS_}n4a^v7@diWi7-Ut^djG)*poH%U?(J1<?g{Fj
z>K9k;hqQlr$_7;@>0xHDHChZL^EwhBlQ|j-UAbigwQ{V7syruO=$SM2ba-8#^P|PC
zp?GF)s_K!92S6c0U%c;~w<38wjVSv-Mtj@bCy{zf@3_FDwomLnTr(AWzbW8{gb|A<
zJAk6ye7&*Pb28A7T}g{Im&knFCo0w_stlTvXhr8q1w3<J>AExR3d{uQLs%Yo=fpM-
z%-`RvH9I)qbaRVe-evLpr+IaugChJB#wOhLZ2t44Z&z||5lUFa@};rro0c*e*~#Q0
zC)F2q?4?FJPY#P0G*jA)EcRX&{3{i{t$WqFFe30q;!m)U2XLe5Otf)7XX2VbCx|8s
zL~Hkd8D<}bz6*(>hLYR=spKFIGa#y7&DV07rrWQx--A)^$LKz@f8p?4?nRI>h_rnm
zCT0-&tdJz{0#ucF35juiq>h*KIZA1;%Un2GOk6pg@}cSpP46wSRVx8dXY*V}L9tOO
zX4wM91JCV{f(M<jc2X0WV&!o<ftB?fJ3ePJux{{ZiKiWcY3p@Z-;Y0`{dZyjhh~zW
znttX4xZ)U=dom204?YtyF|Fi$QaINBh3)vzVZLMLdIuRHB3-~j3&N<0fFC#ltP1Ne
zzJHJ}vS{_s;n6rCa>f!|Ec6`)cO;zU1rc%B8d#Q|+2X%mAC>{=y`297XIV%n8mATd
zIR*NN9pqJ=%Ua#Dp3*fzD(hMR7gK|NfXYz<orjGRMC4SNFsA45_k15%h*>oa7`ehE
zhziKVNV^{PlhZzb$^C`?l~XHg+h<*5?f#2}DeIQ}`oB7h7i+9*VhLpO4m8kcb-U0{
z|E#(Fa<*8&JH|!kB%y+xQaGRX#y+i&Ci~KLuuN-TPQ+6I{u{#c3wht03``DVW(hk8
zEsq-u)Z!7bboM^C*scmojVQXYR!QJ1*Z4N~BWe94)@jtPJc!Q>L59kKzoD>74d_fn
z<d1**o_2|t-qpcYF6+Im&De!~0-ibMzx4e}qIO}1s-kHzqWdJX`=5{#WwYBZ)7urZ
zJE376tVFaixbZK)C>ENJZ1LE<-KuFkYn1Ah3w3BzuF)$2MxI+A`IX|GF84PRSnZ(i
zKlh6}n;i3mu(=;o{v$1_g?lGPtr*Y+xqEIM-JqJ&Ca^+4D73$yI_G@7Mu(TZH0#kF
zgv0|yun8j@5A-0CABM>+o1)MI8vx5Y(9P+3c#~HM3;Nlwzc#SDNRq{z3S=~i{vM0P
zS-cJ#YY(xfY3HyKtVDN;p)m&&{!lh+)Lo;6Hq?o{XA7*R0~65dR3Me0+}ylO(GvZT
z#gu#-;JE$|OcM;r6Ht~}HH=_uhzzg13HG^$ES3gKHC<745Q+$Gf#esMC!~_Y`t7gr
zbfs}TQM`##jFDf!bC^h7Bu)^ZI;^2i+vU&kre#6`8vL%X(r#pDSZQD8dhB^mBeu=&
zDocM1y?K^$ESPnD%P}zjALXR~0cj`>32;?D1UKMNK|cVedz`cNk<S&Hu<QNlD}6vY
z2=u#U_~N4FBCm|a0|-%|QzmG%mC-7*^vURF4Q=SElMAw~_wYtvX$IqAeHpK$*Cthc
z(R;OV3=xD9b#g~@=feAfYlLt9Zj&E`8PLD`Z-X0a$C6DM_C(IS8}A*Z%qIyVn<srn
zkENYR@W;Av_(DxB%a0GQ+q{!*R*i5$k4{!fUay!i^^{qxSe#!iz=4NkTK6$Ct#8!m
zVp{j7W(Ii|a*&&C9oF-qufb7oJ@{c*M~5b4BkFr*8oOwsAG`s=2zsUfV}ah)5&(Wg
zYgF&@k4N+gfGUBb9(G?B`H7lHm;|rS;u8>f5Y+>lnT6hb1rR4U&iu$I`Q71~!wOnS
z=aEh)vgF`Nf0DQ<zN=;9y;kvfcL8VGW){)iCYMpq)y(6zkNy6pkGuexDEID{@^A`3
z)u4~%;&GQa^PpPzI>N3JBW6t5g90m|xWe)t2%r}h7Q5a)zH=Px4nnTnbln{BqR`hg
zdNjPjzrqn2?sJDDTiX-sG;x})%crY$TWWxrvI`IWcjJiW1k)awlzRHJ(n@-(q9B{e
zi_j&0o3I&-6&aS~U&r@h_8IhYH5=mrzI$Fxue^u(DDBM;tX54D0;lzkB*vg@Nzzbr
zLpVS#KLh6TjFWI?3o-m#0imSNcaOU&!7}AIYStLxL6Z4(Si=H1490k{24g!Z#d%n_
z_zKtJd7!yNQ+6PYfp4dJ*qpCf4I6b5Wib4GbH~p=V5`%fXhn1Ku=zX#|9k(MIs>J7
z13YxLBYQXB>L&+2%hw9`j`Y3H5Usv;1-W5|?Okb}@CMTFLviq=#GcLlfz7emF?bEO
z&maJKr+E|HG}md8u2dWDh<h^l)CRw=#v0R0GJ#$Da$4=!cOQ_APw`OT_z(Im6NnZ{
zQxCS14X+n>Od5*};(^}0eJgK7Fino9t)ajF^^2@zt@ybdO-Pb}R}JQx9=BibFZKPH
zuhX~DH%&DSvVXgNQ*?Tr^T+m<EAxo1b!jHJpzYlC*_5j6rLNxKCy{2hXW(vTwLFS7
zd7O7bpE<?km}$Rk(a;`ma-Ck0`}+|~Ep<yTbpbPSnqy_DPRQdMuo;(s4}{$`&dZd{
zE0gRhGmb2C8X+d`D<SR+kP$t+xKN$T?@vjO1mZke2!3u8nz||_Gd%{atKY--k_`!S
zwcI$|B0Y8MLrF9vLy)M(hMSrkR42>?=v7TcJ_cHRq0STkl}YU2cNwi6v3dNX@<qLu
zl{E+9$SJpkv1^0ZndA_mESLASPGUo<5{lp;q%4$(oL%)E`S6<A?&q?AXiDBktOOsC
z`Op|j)+$zjqea@K-QR1MU$ub$4!QSY(^I(El;wALm^Md&{TI@OEf15oO)}!r{2Uo|
zP`Z?2x>waBPQH3^Qj%Jq6DkI{Uu-8joDF$if4d3WukA9Fe;%l)B5z}_qxVY9%hyQL
z*WcOK*4bCz)Yse8*Cog|Shg2w(W`CI>-xOc&TZRAW!qZix5umB>b@VVs=eAuoT~~f
z8q3}4a(wfOFOh1uo%Lgfapid?(*6E7npb4$`!FeKArCKC6#8UuGtVjsC?L{OH%&<o
z0Kt0>E~XTdtsmVkp%3Z^*tV{p4e%v=pWjs}=cmguNe}e1*m>Xhhqp$D#<oB}T_ZCi
zS?sAukdu#-zpF=Suyw1qPouwGo0WNeolAAGZEcQYQGH%}Q)^*vYfagYx(2E_dHEot
zKvPEzXZP1$R`!Zaq*}wj^{h*VNMk78IOOm&A~Ofpqn7f;h@jD7*7na;<?K~0eH~tW
z=W8@fe8H>rBdJhiz*<At*S#e7>C4{&Qyzn!C!I+_ulwMq5Uc&LS1;GAbA5F5sxyq=
zvQ};B1`N`voQk_mUJrzw=Um4F`@lx)by&J^h4|~%kimdXZl)7FLHk+8DIA2<ZiJC8
z6i}e3Xa3rI@g1%DtK2*fPBQVer5Q?zMBU!~8p^#6l#!QXdT6pHL#;7;K{wvfNw~6G
zaJ?Ev<wcK?J<`?lZa6nGY1_?;THIZwFy-5YnMe5_q8HcN=#=4i_bSy%)%s8|Ue_%m
z;^%SSy-cHU4ug^K&X%VIv(@M8$!wf-K!v$4rbjNM07==I@#$a8NmPPy@NiO}1Q>PX
zy!v)}YKZ7+QsbCSyvvAbr-IU`(M~dP^YjW`^C~k&M!=k~Ng%%TdK%G?PY$vO`RyfQ
zgTb9COQ8pw;{<?0^KoB>M}`TJ6Nw>wsRjs7`h3(xF4_vb(=DhD9G+siLdzV}Ovz-x
zu_-i5Nn3x`yYEnIPi@Poj34dnr)a7P)Lmz>UEOTLq#LAnVQc-1lmYLQX@smp8B8<&
z5HaGn;<(`dh0S^6|7Xk?Aelx8aajbBCZFd8cYKL3sq26Qkzh&GZ(zyi3BJVW-EkBc
z9m~jo_Gen4JzK#Ig}ZS4qfY)Pn}a|U{CEsR8vb-a0KLb_`vq<d8!C6evw1f0u08&G
zQMMv{e%|Zk8~9eBwF^?mq1AU$6LCzk4wzOtyno0%=tF!uK6^^?BLwMVB?Ic7Hj?{F
z0(^grPQ^L=0vroKiF^?hA;zO}9Uc}1+iJc*<jY~ZRbJqB{tZ@^vVMgd`XAb>{*hxn
z#SB7WbddsU&YQ`JvFOrMzw3_vXg8qv#EyjgYLWQX3BOeYADHsI78N}f!-9zpYwy|r
zyyskZ&tZjOu2vKWfOlhg7_h_)SYd{CONQ03RvV0LKML%90*R4!?m-;vqUBqj0>baP
zAS3925q)@YR}@_NI4#(MKGY(Rm~gBY;6(ul@VlL$lkPx)#uw}6m!hQ28(`E|iA}(5
zYETwv6mU<yOO=@tkzM^?#IP(F`5foJFz&xkka{HB9w`ZfkKGtT?EC~TGjR=kK}wCn
zZHoxUHxY^-TRvl!Y+01I0KKLloy#6abFKVR3UI~iC~L0)aF+F8Td<LUrX<6?1_uy|
z+NAksjc1GZi4A2`vdcU@{%{tO5b^0>VE^yDiX;^HjAFn%=@zYXvgzEHO`<AT=6rqJ
z6)2s!{kjvO(Bep@KR0%7$87Ek;OjU{|0nkduW#~Q-^}E@l;HKsSwc$}88nD8;(Ks*
z)_E>o_Ml7sC?)<H7)pL(ukJ%iBYAtLNyc2RDRU%%yW+f#yRtEXEPiOr{mq)^i`wIh
zQ4RvU`%i0@5C3k;N7-`4365nNrXcF1ye$WP=ENFh9z8+KNl(s8P3TTNf4QLj)hH#y
zG_{;}y4YR!?8CIRNtiCndrb<3zNmMqpzxkHT=kZ_NYfypmIsPHiXBm+SH6k|=S1F~
z{S6I~%?A+g6`G@3!LC6nR@W6SFVEPOWAeX8-`4&l?9&vH5v!5VSS!TTL{1Vsuj2R;
z5!0}>kD6Y<_YKU=Wl@<=&UdgOiYV7focW=A{L<#C<Z<&;x{TCXua9jSrH)g77BB6Y
z{6e5YWZe@5YL376jh-~wL>tcHPa-cy4W-rF>?RpH5GP-7sl(18bq*%q<V-S49;&GF
zf92fnRdr`~OL_k2Pp%!_P1M6T)?X#$%3`3rY`O3c!9?MZ^yqbO0RUHthr-ChPoqD0
zfwAxq1^;NvmR!K*Z*eEDUgqtT4w;thQM>yNB)~xA2zCOFNBFElEVw&nsD70kY^SIM
z**i0#1mKVknCC7bLLm8leq{gyQj5jC3l{`<m03c{UjS)V6(07Wl|}Xw`vPd4A$^~Q
z&x%Na_CrSqnI09smpQ8<vIx|+4Y3jqdl87I69C8kq}vV`BNEjHM>)!~d9LFyM>v_A
z;jn_91B4DS0(qiy!H)k}mV{LJ2GI{0V{i{x<S9D|i16PMJ@;vX0|?QtarYF7SV#vc
z-pO&}kMs_FBp#2A8%R>1?ja`LjCkh8s_Z6}K*6nxj2?Q>`)zRYsThc@T$ba_412v@
z!a_EIToS4MZ;m<#miOu&@82}#dj-B#GE}wobKp85ROVD5qt2C#bsCgmw(UlN%fhq&
zbI0v<B9J#Vb*(A;W7w?L=99S1p_zBVOltMXDc`BpMvD>+M@B~GENyIr+$Ta)vYB?0
z<r1txk8?shMwV_d9IGq4x-a#^t>+VRE=LXhfAhT5pDKR)%Vc+UT=Tgo*T6pI>9>u&
zUkxX@MW4b3vICw#^6^7`!#a#*krvjj_GQ_sl&^R{+H3dxv}0$Ic&3%wB$#l~KEOc^
zv<Q1x`8J&fEGx*KS+iWUE2ju(rf{od03}v}YDRqH@H@fk*}rc^84N%`pin`Q25{Wv
zr0R|m^dWRJ_KN1-@UHez)3Sp=P3F_GR3VWeakTm7(!q5SG|a(Oe1T+{wc4T?6&XXn
z)pv>t-JjO@-a99FulB5|?$`8>p%1O82UGWbchg7&>%K`%zrrN9?H7kO*(#=%Yt*(%
zEnhFRU@jw9W@&(msjIWK=2A9M(Y_<6(BNbYs)z9sl9gptK!8~XmMmFvIv*amx6gO)
z(6rBIbS`vS-gPhSa_zK>HJ)s9tHKl8B<k>~H)0=<v@b`VM9~$Hbno{>t-+{sx_bw}
z=M#q@2{Y1_OgcC!2Rrjbr;?z)9U)4pxY2z*8Bg6OW6F5zV~-Y9+sxwA3TTqJUcCG>
zE^5<0mwx-!5i@*9z*h+kfr;$Otfq!j0Uko4_C+HQ;mK%molB?4ClC=X3il50qSxHW
zDkK24^JF9Hc-;9p8fPsO74-mNEOU>ygE_g$V?zu785%W_k_8k0H`_mk=ZSN25)6lB
zHlVSYEudj+;KteNCnRzQuQDnYAsrKmSqFktP=hrXbMwU}8x2;S4PKreNlEmJX!GLV
zS7asN*6b18^=j)~xFeG=Ge1OPNy;8C(&Bbf5NSiTgW;EV#UGE?m@*>zV8iW_jn;B-
znZ>X;S{+!0RzR)D)jAI}n!E(={D8n>3kD~$Or#)MI1lTDsIz^rXNMk-0l)vGyA0DO
zbqY~K!u<fzi;g@xjW@8?x$I)n&!uj>2eCBAxP`_u@pZA<GjY<yT_?SBK_+*<JuX$d
z(U+AyAuhs8j!L3#N@o2pR5Y9DZ)Wz#AMYHNjV0JZnExaZf*d==eWDMtwL%?U=KKU$
zo5loK<UQbEPK_XKtr58xlXz7wYcRByHhky8ciGxDcT4}I5!pTA8`!jYqrMvp=w+jx
zY(6+w9TY@s&<XO*?~Ua&wvtFyWUJKT^^oyy>G|>=%%&6JAtkwTHEs8|8}H-prDyZu
zH#N^^R@?JT;!QE^&)%`?k&{!b?{4qzY;2gj;K6*eA>o&gfKr$jB_n!dh{Yh3wA-&G
z6nFtUf;g7h^`BK)_n!}Kd5Zpy=w^1^t4gN3x&z{eDc)hke7%$>-fKT<);g6rKjDgU
zZloJ^(3r=;2FC1Y$#`UfvirZvPzI!lq2jz7FGJQjD!{hi?*lgyUte7cl!ZL_3mZ|)
zbYbDU1s|D#L!s|Z!1V-#n$=Sq-ygW{GNcrM{W~aw1S|Wv{f9A~V*hZ?Vah1HC|D3K
z7MZG%jGo#w<!_d=q@MF2*}x^El5o=(@AyOD!|G*i{$yaS66<E3@M!NbD|b|v<k`C<
zZ!<>qP2v3l+<#4fOBY<g-3f2Uo$D=kU`Jdrp;Tmy_U12`<_>|m$YcB#NfSJ45+b_P
zS{eLL&}d|w1yFeDnx}UU)=GjFp5E5dFik1%lF(y5VRDuFNZRIS<%mr`2>8F!yH$Mg
z*QoKvn^)0UWPIt5VS{w#TYrzutLdx5>*X{O$z#3)oKPPt=gr?KbxDQ#6<YjeFf$(u
zpR0MyVBw{emgjxM!Y}Wfa`&IPzTYctgiEcFNqFV$nngSx6SwYJPKC1p1~Q<qaH-$y
zVEe)DI^FgT^U*#rzmS}9dRRJej(QXLCY~**Qo3&)EIJTaTjf<JzT@D(G&(~_lBNd*
z;Sz^Y|FI6WAiENAz7nbIxuSN$^;w&lr;^n7uRp*+2(=0&Q*H3tu|`B?Fnuj-mHtY@
zeFEvj?}Gn#>C><s3P{&hp$>$(;0Gv|Xu~Jy4(YRd5w?Kgh^9iBm}QBUfc!5xbeE3y
zn2tR{FMXxc@)%kLK?3`m7pp?{Avk`XC0)5h{_r!FCvr^m<+)VU<rER6U2M8vkv*08
za<pmq#Bvmc34MR9PbC_)3!xmP3fvBE4q@yXyuGSl3pi9d<?^|Pf9Y(|6~~M`d8XGS
z%q#yb<NMIq^W813Eoz5zHHve!1mdBDSRNg<k||Zkso{O$AqL^$wCW+FYF@({-i7Mn
zMRy(vcitv<UcWOQzjL13GhQ$;PZaPX;Z=$)>5D1lQgtjCa<Jvu-z}x5aZJ_QH=Lng
z6iJh;H){4;^w;#*)AGE`JUWt`nhGxWKC#4}eDC}`ET5<UP6<X&=Wp$Vo_znlG$A2g
zOGEmR^ySvbv`$U_P65CX_xm#az+FdM-?orBCB@Iq?`&wRr}y;KJ<qD}ozg!-rF!7O
z;UAUg|Bkwe&{l$w)9_X))ero)+22v3nP+iv*w9GTkbyYO@hp|6hGDoSb*P$NO_)CB
z*Z!G~Lv;er<J#B7`(M~!KMyNI@{fj}fEynwaax~*<D<hXk(>fw)Ks^A2{)F>u~fWx
z=s+1`7+Gza<DgxXwv|fl3qoH-;s+O8ISAi8s3v^iZh+Np$a%Q%jXHyxCgUTo6wJhx
zC3nrzZsmK&5^tM0<T<cVxoptk+(Jm%C!O*xekgqNII~WJ>)X|bH$0S3qNcOj`y1eL
zT7u3UIalH^qemkp?o)rGUai|y9lLA`X`PZBcc%@Aq*(QezqUF0rb$n46LWuRb!m&u
z<k3=ZWzA`~@S?Z~66Sza0pjaf885j)aNi}36YeD^OGmE@wAcp*=un$cI9qd$`mS~I
zd3Cs2&vSbQkZc{EXZE6t=fxen7?Qyj&Gr+>d*|Nx@#?FTOdL}jW~!BJF0}aRbp67u
zG{IUk<(1LB=-2K>wA-L~7fc8$|6LTTw*_aOn;eWV$^&LjiZ>dtmZ*?6Q3LX3V^jH!
z+bZboy(f#@-EPdYVrLw9^jcH5+>G$&=WYC@2r-$-zz0OYbMGUSt9r6~2!b-oxR6cp
z1n)1b;WR&QG@}aL$#ttO8Tyf>k`xmvRbcUMd9P?v+|QMaj27d1Khc0sRTle6)fduA
zQ*v+X$%i6~OoBW4eRs}h%qb(sFw2Du&FTd1OIvdlQz<nj+VhTJB}zmGupx4dg6Pk&
zbupPSb6cDX5T#eTn!Tl8i;$^zK~h^9lKzGtN8gzdCUILEtRE}R`i5Ica1NXhU01eP
zgJQ}2T+a&^ZHG;y-}N%BWp}TgL;BkUY5nqC89{`fj6{!8x;W&JV|a`6?BpGI?Loaa
zQT=af^{a3YwCL{cemd;Qnp+2i$1ccX8r!Al)~V>W^6nDSUq#S2X!YxXItl6E*rSI*
zG^DEVjTr#qUSmhqYEA$o&ii;A7I<P#AxbPD*0*y!ZwGkZPVl_#kf>gj$c=|aGt*<t
zBT+fSJPlJr1BfS5YexS<w4S1(z%9e^eo2g%JOKcf&6Z3M8+s0bVvu*?8$>tYKjccM
z<bY`+H-7FJbJhLe4v_=gy<m%QOy|%DBAFaGDj3WdjMbKvrQ6FUN}<yi_8+3axAM2(
zPZVHiw7f>;mwAgGJUy_n<N}r$5)j-^3s#gwQupM<j%;-?+2cnHmI+|BIN8Dmz($Ue
zhLxY+>mZ+-pFlbo)(ofG@Wb#GIxr!O9{`if9>W=I-~%FKSjJKj4%ZC*$%QqIdWD_6
z2J7P9_A?zw3dRf0*>z<kK$eJ8;zZX44zh$KA>RGlozLXhQCbSmB7lGtJP4WHHGQ`U
z)^WBteVzPfs{=1s2vQaFbJkuJeiCgy8O$bRw+1WwaadM)Fi4??RG1TbM$|Kz*RSGM
z1+gZm7_vm+4F-3ZMRfiaZ@GALADjEeNu~3(YeNGuA|srn1`f;S?gQ?gQvBj8n75Sk
zCTaVqYwbS|&$CO{dsn9)h%RDjB8oQhbiTb%ep@6sG&TEDD>s;SDJ?~;`H8>Vo6}zl
ztbCnvP8wu_WLN55b)+J{Jzge>Q0?mN=6`#=N1X8BZC#0a9p5uf)##|Kuy?U?;Z`6t
zTR;nesi_5XW{xv+r@)cyn6s?rk*ub(Y@BwvD+^w;|AHjJoH*g!0(fo?ys!YCUx=EM
zBx1~9%P_GrUfx)i{=Oo^gYD>9(^e)`hQyD&kKvCd|JI{69C^l5Rc)AC^0~-CR#v$v
zOxfx4--U1786~xv8irAvbsBk&lk6f~c4>9*`L*Ax@V}QZ5OGXMt$qLT-U8u$J!xGz
zOL@5$;Uf1~@blomQdx*tIhabgIWkaDwM{)=Q}O!{lqyu$toEAe4`WXukBZkP2gB?#
z;1cBb6m&s1QFiyy1NcDLJvanILr#%J^x3;%B4GzXWVsX~jf_-kR_JMX2J#PiNAu|#
zsz!W*cM6fq5ru=Z$pFT82+S@g@+1K#26{{UY{hL4CN+U@#Rr`Nw=dcoLgk0V$LD}f
zpg||{w0~i8`KH>P2ANQN@`qO^G>y0KmjZHnj@l?7h?K(irC236S|0xH8@2I=@EKa3
zEMz2&$LL8y)2-@qV74_9-jYpD=+Q}}LP|PCK=MVtYd*}gNQh4tno|rS4IYTbKZmAJ
zX^`B>`{l#=L3a2D&@c4NUkC}HVG786rHFiDP=frOPIebsryE!fheU^HM~@7w9Ta^^
z-<w!Uu52-o4GIv05}DqM*&yicI(gxy(D<ZUmDwckL+LCLL)}J!f}8u7d^$LOnd38!
zdtH6_EPQFTT{{ZT)xI>m<g!=$Twge}I7Ru!{%x6V{XkabayFYC3TS4Oer5Pj1k2Kh
z0IOxCOn*z9DAy4w=6G7&K>S=+<pWN-ysVFQCLAtE%1gsTIRq0)RET=nqof;~_jk)p
z!{ND6ZW-^h?^?4Lwj5+OT=%!x@9%PcH0Oxh;rO`C^^t~MgL0p<lZBFNJTX5zxJcQo
ze8{+X%&>HH-keAQqp7pb%mTFq1{Mr}V@-{{F)SjvS#XzrTG(8o<)wF2r+)yn72Lzm
ztxBG;v3e9u^w6MlhPLi{!ptg%&#GR`lLuihEa)bzFPV}ilu?*5s%8A}7k^TIc~YT^
z{_DfvJDJW8#a3SgG`1eB9}ShZK5eIW^6|>21JadK85Lt!Eh2@%fo(MVqrI4)iG+Z%
z)z&EEXY05T&U6B)$x2Vf9;Wn;j|<2L;;QY#G#_C?J0U%YfG~{3&eZb!xYuq_bN_#H
z5)>bI_yI}Q@n~TE<MTf=7cL^4!8J0ckDizrFyBG%@OmVXr6fI&2<eOE^!--x-`*q+
zO~+U2*xQ<L7;^M}pqMCn5=}JSPm-6#_c5?Z3bXioaD29)Z7%uxt@~B!5Ahf0W+4AL
zeDY38^!4wnu48YSc9|;l;oxtV&&cdB6yXWpH^>A%-Y*t7*ZLOyTGTNPB7N~@^Ev}z
z60rpkf`Ex~>bvwqnIP2pHywnO$4z0>I0n6U-EP{7GmYEP4TzHjr+CHKz_TG>dNjuT
z-9*9#?gB0;?4q(NOflE{ROLZ_2f_+SoX`-;XavH8nZd#w+LMAXmbkp@O_;a>eF4Z`
z0q$PAe;+SuuYS6@I=J%Iwym51z}>jqP^UL{>lZUHAOgESGV`xc6d8!dY!RPA_(DTI
zkU2$lGRDQv_9KiLZgGfuh6XaW*B8~2L2iz2Yddn-kJoMgcKoV35F`7mDL_K*PUJ^%
z`Oh3E!s7vY0`E3EAo;KrcO60k0ET`h0xy*x7c1`!51Z>^7&kbJ8F*W@j~@|WLOGz0
zcylKpVZg6CN8c9u^o-e~7^fU*s2gJ86Ih3Ry5|5y3LPSg^%FxFPte^UMIeReLv_Zg
zN4gG~*aCP1EYJw)kO1@lL@pf2SHKB?v;uI(NN?IAasyx6H>e*}ClI^}!K+r0)mt8s
z`VP{lzf<`(IN~^-d%o{)qBzt;edtUFr5d8+XmT|A_^cJoTZLy&d1?ofm9QsWy8Vwg
ze`t}4BBobe%S&wv>nyA4UCa0i*(4i<pMU0lucHv5i1NE`Y-*TWWQuwv>xjCLOEtp@
zU$gNX)g#lQKeE@dSxL{>?x9mxtIL8`Hk`LQwY10Q{qq$(`;$tKr}m-KiJE!!>G<OV
zQKEw8&&|n9suGpabf|&Q>yF^r2`Mzao%qwRpUcTFE92k8cGho?F{|$X+6SG|Kej7%
z&pPn!B-F2;i<H7A?lBG_I-*nV%P7H<(|o{PPEH@O>$F)NTg!Bjh>3rW9*KtQ`r(1M
zX2~~Tl%|C$+??dF`sZqy^m3g0zZSgEicmKY;fKy*(uQyCk8c$XW@TScuHiz0`s7zs
zO=*Lkv5t>T60DSV(R4e2!+qCGNyS^|gIEvJgr&&NH(nLF4(PvbV`$T4>~8*g?|B14
zw?l@=3}AmUdG_2%9}Buw*uJSvByRRWO8+CF(QKQD{W*c%nDr_ie}P3-_g6^fo4TvF
z9;JIRb-|W85c%Q3J}m55KaW3Z)eEzpKU@IB@ejt<d13cL|Mjc2{fw%Ql8+^S(p)+7
zAGI|%+>Ui!rMb@$Y<>gg%mO`AMxz!Hsas?0^kZqO_I-9tPMc#z_3OGKFX3hnA@QHU
z*Sp}0Z_m`u2&(8<J`aY1DtA@0aEg;$TB7tnr1|HUIwr@eMc3$5vfY4TnZY4jU{=8Q
zWzY=xy>=YDmqy9Z-EG^>w(_yd;P3cPA<kD`wWL5B6d5K965KQ=TXm13EV6@-$Y0Xi
zUlP&*Au}*l7x$4ALsdp*2qxFllm%2q?a+{60HQUP#3^)rj}!o;%xbekog<J9BuH6g
zIeP+uEM)}4lirh$UjJfGPvXN@(lT-7Dv&wepNM!34j%Ab-A_bC4Ta&yOb}631OJ{J
z{*ZYnMWS|2eiwepiL0kV1SgL$i-alzLk2BP0xc{df|!-M2Cl3`nxURt2L1l9x0uH*
zm0tBr!RLGq<zIEbJ}A6W{KBWhHLj{>UHH)b#W!)fk|jP*({fG(f~6g4WboBMH<y=N
zjk{Etze1I_LZzZ;w5Vvj%xR#^X{5|)ti)-s#A&#Ef1rGSq<DYq$Nu0CIik<{;-Ac(
z8fZ%!8%P`KN}9e9eKjMbGbv{FyG3`Z>BVf@3J^J8s$2e5vskj~cq~0R>0MHaRUcoQ
zU&(O~?B2bN5+wa#EJyU{YHhEld-FlOy1I<8`1KxT@t;AZLM|A~<;ewmbyV@7T0#N<
z`WlP-m_^UD%D}ux&uDTCdo>9W^ni?d-PiCWjjOv)_VnMsrx#wcUO)A{M3U-6DSysT
z*Xr(we6x8<`F)lqUv#VR_wM(ZZT4B4KP6LjRNVX3?62SJndT=_7xnlOKQA{Xk`@FQ
z!dz5T1MIzTUlkkcaVF^xP`!Nntj_oqum11hm-pX#Ch+AvD}Rj+=h4u*3m5UGJ%c?V
zh%M>zynsX&Dn#0D5RX0E&Vr1$L%V>peJ7&9R@!C@_A9GiBe;)x3y)t>26(>F6JsRJ
zho@PndhVb^>9Ylh-S%0IV1e7LM$N*Sl*YB@YyxMBM0GLY2W<x<)$3ZqSw8=w<UpOR
zI$pV}LV@F}U7FjEJ8*D-6Bi@xTtC9qtE<vdIBmpVX@o?Cgl^4d(c*Qx=xd*2A$k<6
zFXEZ)%pW7TOH7-gUrC1%+;dchig@-EZ4nj8a6e%FK+!o;d|tiYeY1}&HS+e$1mvjm
zKJS4^vYW`wlr`zRmF=0fI%}u}{y@(YKq%1CxQ8FC{6`{bD}?QX6%n3tb<W=2BZ%cb
z>;o)n`(a=IbdRo(;K<fXx>W+x@JZarjBD`Ml_bf-`5LBToG^T6G^E|~$rzuQ#j)nN
z!BO@U;{JG8#m50K8yW`|WKe}%0^Pzt9CtmALX-RlJ&MhYTKW<z%5ofg4q*(%d4)?3
z9#H)_?6iTw5ej*HfEG@D!}a(WZ8Rt$=o@kja~;cIq-p9Y_7dhhkdpjJ1DBTcsX0fd
z+%%WVuMoU+2lHFN&g>t^xLVH3f0vGWhOu@I3*3|EK)kUk_7Q)!<W2|gk=?YHLPf~a
z!k7}mJv*|vU75RRtMQ7u<G60A#}TxUV;OG?=0ri*p2Q_YYYvGD2lN9J-Y5|EIhk;y
zqTGcE!1U!zB+46zfX_V~YWrr(Hg1>>>#E*l%RdiHrBI;mB$wZDol_C1jfFN_Qq@>f
z)tFOB+fqpnqoRu3N{b$q7CkR5A}=kn_&dPzcR<z=4kbszg+M@A6eqef^(HE0CJ)1}
zbeGC}^2Vnl3I%pKfxL$Je3Npm40a{N;*0_+%YXqE8r&mu6)nArzz+`=14<b5W-|3=
zjzVC{jm$M+mRoo~f%j<M*i3%Ne@@pS6gWCW%wyh=2`I`ai(@W`Gh%v%HpfV(I<uI4
z9~Bf9GKvlkfxTl)l}<hyyi3lYfx3OQ;d3=|h0))dtKH$%F9HFV#`I^YB<5I>KA_W~
zQrm|&Z5<e8TR(o2POxzWU@6p78|%2qjf7}(Js>9TRp2eY^o3n5d&a!u-7D8l#6!xk
zOPmw0Baz?EZFuT!n^Mhn%NT;6%(~v6A!V^bflw$p%3-uz;1_RVVgjrIm)+%hWwq>d
z>d=2I&BQg&ze{a9V$kB|gF!Ai;h4unr=<e^6iqnsgJ!Ew{T*MKG$MeqmHWh9F_fFI
zIQd1At1kxtoay8XpN2zZ@E=#V_#5z|RlQgL;X&MdSQrw7OOsdydt|MGEbn<F>BtbZ
zS+7}tB|t`YG^T0lEYQa6EGuIghHRg!g!&rSY6=W$X_oL09F`ZS?l~DT(Jej03VGWH
zUJv!1g{SfECfa%zC?-Z-OfB<wkJd>){m#$P__WcUimqwnYeb8}>qN!G5~zLeqnKpZ
z&u}r$0sXbVbQ{~$TSxS3`y0Dk8-MpUcK3GTw^fIFS33vCnI%FNZWk7=7v^r}7p@oQ
z3B<)BB*dRJG$}SV_xkxn2Lw>!;-;>x<yTftyCy^92V*}9#w2}>v8J+o_TAtfajt4v
z33;hwZ>rz>dX>a!RxM|p{QA-ti@JmSB|V%k<q`~+^JkveQ&dvaYS6#Q<IIuG(5{%7
zE}r(}F>u&l(<*`2s@#VXf5ztqOsZ^5Lp=yxu00;zg%^!Y%5rz%VviM*nW>WK$<rvv
z6BwE0(eky_VNd0O^JI}7>OW&?+q&hk>t}r*0B;L;Ngw_^p|$g0rzhW}r~CVERB%Ij
zQtE_9W<}@W#RkA{*aw7m16dI6!!CXHtGEZgiX_sk5l8D0$cWx%i(L}KJs9xWfCBNR
z55b@OA}P>-4q+{e6#Rhmxw(B}RCMKcRN}xWm?#2x2Nodli-oW(>@4uFiGWOYNRxYZ
zPtS)?b@`6nS;kV|<slsUi6G~KY#If?Du^le!n%QZGE@LxjwM?zL0%m#PYI14*;9@V
zSB@uAqY4SSr*e<v9f$xI9~1_}`V|colw;u9H2V+&VpefdN(CHULmzEL1tE|Aff%yU
zxO>CzskV9}cYC9N>;)gu3kw1_3nW}sA?&S+!gszBMLMIxIHmn;s!(^F!--_*YW90a
z?fzd5(>+f)dVaDK8-*g-)fQj8hQkbXUh{Kn|Jt#BsNx<&Ib&hvpUODJBAl)Cu1Qj7
zDuY1d5fqV(ifVH*(NeUujVXBgd@`FtU(IrOlTB8PQW1Yweg`iVTrUTDD~CQOknMe*
z^V*I4Tkf8ry;Jy$xi9cYqUa;tmoAEO!HHgQk}!C!y!gU8<Dqi7*Ap$t#6qTVt@MY=
z={&zizp?`^RtoGVT#Q8>Cj(KBp9#=Ga-@d`jm~|*&r!HAH14IF`4`|@qjHWcwU)0l
zn`)M)f$Q$6djtx#<6m{)UUU-pUiaG=XbxE9-!`iJUJP98#FDqW!@`BJFSyPUIL|0@
zfWbU6nSYv}vXC#SphDl;S${XZXc#eN;E_{zp{mr&CjC49-|stz%G3GDM8^k*f*PJ}
z!c(KrXz{x=l0X;!tM+DL5BI>Ws~r?rQfCb&!+}|ktx>C$LDZlYr%19g(y^4eELXtL
z5e-ugY?3^mKjOQIYHbvR6KwRLlPZ_GZvt$o@xTv*3>dI>uMfJnKSQXaR?TSrf|+lO
zkv~azU>BlXRn8iha?1d*4hOR?U(}crzw=Heli_BxYoIVTFN^<UaGUUH@4|G_-zl><
zBWP#$#2Njx8Z+mSfT~9tBz8T=^}9jsH7BDh8$Y>{0MYMenfu`{TF@NcjPNA{&e|s3
ziaQ7imTJG-jcrC4hmC*>aOB`Y=EMmwjK}s?7EJ1Hv)eYvZ)<5hJ_GxAlLmX$^Bov1
z0Sl~WB<}@8%k=v11AWXH{zXdz`tjFCK{y1bQ@@8vLwznbAo0L*292kHOh;q7?%Da{
zV%GoGEVd(R2re)G{HPdr3Us&mYgFHcw-r)%2QI2v41O{_1{;499PD+THZ_ef$L~4T
z6p$nC(Vxi1k0UpyVu$Lq&nKe>knl=!LTI#6Z1^;QOAfn)09JfpoZHW!+kn|jB7iaS
zZ>#vKzhlln>P?v6CuG^4OGQ}l-s`(?OkWJ9uNu?(`mVWFTNa9~oWU{!->voUa1cvN
z%#DqY{j3;>@U5SQyrlJW4?Ou;7drb1dC^W>xA1SDN5JgWQJ`<tF2^Urd{fgsIc#M#
zX5DiywKD>!hBimzJ%_Si;U>U@(Ca^5mWk@yopr;vq(04oze0|kkssUefI5e*AKzH^
z=<(*c;nAikhrad&yS;yo{!T5=7WkKU4ypf(b(a<#``3bh4S3|0d3uLQG6YBQg6#4x
ze>pAko*z~Sc(e*bOmiRHbsG$C%4_KR{T=tva}iAv)T4>}_5zzd@}-BnTRv3srctb$
zZ@?|NzeeH;2Y)zWA_yJbm9~3V_~U$Mf?vJ5#(hfh!9QyXSm6&yTgA3f3Y`Nw%nIFj
z0lVc2zfZ*8kX6OuezDXd^)qbK%4<4V+^=2(FAe|{*Q6uQ+-9qd#P~j%XLJYMVlCM|
zh({cNoiIb>-BE9Diqjqj(&M|?VLM>RO*fH$ke$3yCl+t1F>^wR>$vl?+koOnPF&|0
zS4#8PXPV}}uwnI~NKof9BzhSWng?q6Cg1Ybf#RyU%}r}@Jtx^s=%aI`*cV;6kd^Y$
zz$>y9qijgsafcz}VYo;&s?+s=kJ(swSZnv@c$Ed+e*;!K3w4b)OO|$x3%da~3=!*3
z>tu2!Wu#oQHGg%y;+|#HDHks^b=PP<O7vQ0JM>*G+m%17c$U=iup*GZ@$yH&UGvL4
zQ6t-<3!o6Q?H*=*tZU`)yYvRkYbABjFVJiAxBUsERPZCe2`tsW&1HW+^VH0n3^DU7
znEXzj_Z0G)`YxQh-Gu;0h^EQEmjVlSb-VZa4sQoBhdht9Iue;U2^#`;KxPE$X9T=@
z5Oc7o2=GJi`X%$&Wj95cxdop&Vf-+sD$ha-@~isv;1DWRpxG*!rgd<%b8NJ8Ww~>u
zn|yd`5_gDXXs|QwYkWd@d|r4(US1YnVtcDqh_AR<>J3;a3Caftd>&ot&t-|SjkBe?
zOr+V2TUnP|*p>rwmjkV&0<5I(Hd@e|t)Pe%T-Ge)!zvf(*B*ocJuMG}Ovjaql4qBP
z)|vQaL<DyizA9;$IhBHLJ~doH{fR9Lg$iqgCPfx2Rl!h1@!RLAAYK!0P5t+er@yFw
ze8MZ6_zgZjGvxk-QhYFG>B(!;cRUC+lTUfvBN`8fW)mqnzfu1gQu{JI{DOz)1uxGO
zPw5no<1gO7!X@;=C27KrhSd&+H4Y0krIOX9&A`jO<f8F+Yva>9->2aOp52j`R=xKh
zeAk%T9(DirBlh>3;X0<$%Z$JGm(w()jYe+{sqZw6R!x<#@5?(AmctAE-i=+5WgRkz
zBZT}cTn{!*P~ShFs^vXM>gN=Qj|aeW4No4qk*6A~e=tj?MTi1PzkrR4xt_tv)8)^n
zKXR%rLnptreI~d&ar!r*yF1}?JK?&xh8)grt7@+)uc&J(tZFH(&u=ZM{2|r;U96BB
zk;lSSCnH(M!uwt3aif5AF(-eO1V@grib=uCuXfhYc<e)8qzlq)4@UY5TV#Gsd}zia
z@Kq)D_1TM*7UP1VPu!)}Lk=k=dIjYP#SGT;q?oT9^@E-nF<+f8ASrkE=EKv2wQ0(E
z0Tw<rjU1+1d?a|FA03t5!W+~G@!gf$_<Wb_II}sHq9tY{^BQsu(2RueH|!UmSVQuI
z-Xz4lPCMgGM0QBz!IjNOlWkZ>g<UbxDXdS_#ZpHEVJNQ09Dx<6P|@wc;BkNKzZ*b^
zN&h24%9&xa>~fQwL0Ry)w=8%~2iNCecfOFMw^McG7^vpK47E`BtFDk!Qb~2XW6?n}
z!S{m#A;s<(UA}S#F<f7Z3zI3G$W$=q3$~zP7UG@bK2xCfcIQNNBi!8u#??8fg}T2v
z5+^=CCN0z4<zI|W(qN8S2FH^Jl6VZR#{KQ{&NmEs$KFBC#pWbja>AwZ7XEYNRaHgs
z8Y|p9xCT6bJVE<fm2n2Krc#Z?{f-I^)Y+3ze+BX;BCD~KvK+xVJBo&kG0CoYb=&Cx
zeSTtn{`AbDnQD|PP;^M6LEm$Bbi%~Nk4fA4aYV=0rc*vN?)jx63fHF_2p7IrorCbu
z7A&OnukRc+&U*>Jcaf59U(HK-V|#*UyUSNG_dP6F=xZQ73e1O5T*3NvAkYgh)(iCv
z%OV?KSfo-=mNwCp6mi0`(CH>@2X=z9F56fd3}1)bi-tKpVMhZtp;(v@HgpZFhQYlt
zGslEq<kzuaEoM_aI&sh)=a94+HwL{bN4?vdsL8wuEa)6Kl>&;#O_a>v6H~{17#z(~
zJ1mj^03GgW9!2#R7RNk;U}tvw&FnUrEYj{u$>fH_o*=xQD;==L%@H$K-Vf~P1Jtm%
zTLY$Z8+3SG+S9M!c)yB=b`TL!BTn>y3J~Tn_>~};@)8vSx`NZSo}H`jbakgW8kF;{
z;=EwB_|I>gk-nB);f?zjT!$kRpK$nBj+ewiq0kLlW6ItY;&;P(`B;MMoR5DZIo~$E
zZz8JhkzU_DhnnG>h4Pw1(3U#|KjP++DHR?<;hn43+JAeLg)*MT$>a1QN=b({+RF1b
zLe29C?bbThlZ?;s?mf(YM39*D;qw}S##)Li5!PJhL-6h`hwaxtD$YR*MhjuPRNP{|
zWScN^7#pZlvSLsC9msms@&u2ODIBN-aT}pO3D0;MA!q*RjnXHiD;E9ePoxhQ8Oi4?
zrO&~eC>>6s#yW8ut9{s-gH)sXeVXU%sr4CkKf2u{xg^0fU?p!`TR~BMGe|t#3?^%i
z`~X)cMA&~)arb=x(pUWO<u==oQ4+k?v<G=yyM^NwBWA`X4Yh4PHg10YmUh0`{!OL6
z4aH4`O|)$@GduaZ`CQZ-rElx1NxzA`qAny?9LSa5=t8rBq{9P^K~fn3%Z!2POsyH|
zEsW`{OiKZbRRI~sq4FpRiCZx-IheMK|K6SbuA|HDt~qRPi*{p!&(-_mg=_rj8T966
z0E9Q4(`hJc@K!-V(ZfU2I3QHpnD5Is70PXj*O3aZxb?_EImHQf4EZXf)mwVL4r#*Q
zUlu#+Ii!6}<@`oWq)=lxRTe5oFj+M7r0D5oG)y-FS=1>vjTaN5KtzFSu@Cz)#o%Fo
z`M$VrVaq{-VjMB>cBALjquh%k)bv2Z*Jy(ih)OaR`tcgV^4tj}pAV8WQ&7f1pa4wO
zNt6%d0^;Vp24l69m1$7y1zt_E=dlJCKr(Y<o}$k`Cc@P6^G}5Xyy?&zFr6Z>J@}Lx
z95O?@25YfYVE)V+@0!z$Q;T=ef&=QDmcfL^hGd%v^)QFB{=>;h3vMZONiT%}o(h&v
zgx&zN^7(C)1E?#TA{)&T|5W{uq2z)%(HCEN8QoK^42KiR9j(V>Iz<&2poz3_WnyA5
zfklxyQDg`)0q8RYAqym%$qpk=nU6$<28R^TP9xZ(a)Xs~xS_PTxEPiv98zL*tndb6
z5_K{Xbt?Stk>Elld|QP`YsDy=-UyriciTPp-l}Z(%Caih1sU5}1ki56w$@;l`@h|Q
z0;jY(C<+Q$%X!YUSQKZk-QQ8I@?bF?I;)D7H>!>}h1j1_!=c61JG$H(;A%2~TxpX@
zfas$0JLCJGLCw9vnSFN(6^_dtU>{Pn;$-5IST1R@__@saHxK>S4F@+TU&d3&dM80x
zHoCF{t!*glo1+~{5Vp2aB(x86$gjF2wy04AkwY^EV~(CEhid<`DY||98}C(Wr_-o*
zy^WaC<1cAKiAh446&ZZ$>D)7;-wOD?7V^I=sL-`7p8*tBkIoKCpkd}?r2l9ym(lQ8
zt$zApS(uq`)^SOs#Ntc5$C-r^Iaq>?sKffRA2ZdX)G;vg?@p!P1DfkV#CjrWs<ZpC
zi6!SdLp24lQ=DfB{pVloG^qD%h!b{Wb&`gKXLzdXOWgnM6Kjf6XSi^;E<HbW^}hVw
z)>PPm_)yy>w1U~N-sPQIt{A&$5m`K!Kt)}z{G`5JF=1|LRJ`ln>i2(~m6?urf^&fT
zw^lqT88dox!6m64*!1}B&lqWh6xz$1`VMafofHk*X~Ut!)j3QP`;B?D7WFa=mWYEO
zT}gp8NYBQjEDVFK{zuYvM^pX(f39(_d9SUMdr{dlp~AgpL{?;EQ^-t28P~P$6*7}O
zLpFu%Es`xlva|QRxbFSFKfm8!4(D7K_j<ja&&MoY{eFXeAA0_0ta*3nC_v)=-ojSf
zgI6H}@Rce>3r?cT%cH~mD)FSAR`U$P3)c;w&9T-$)*B@Z^RO{1H|>CkpX(Je4uP!-
z7srEyZ+>)h8DykN5S0>a4mIC7OZ%ArNlUnB;Y7>*=6&qfv{Lls#r^@!XLvb41Kut|
zTBsAqfZZ$*)(J$t$-g5mhy(H7#}QgU>Yx-1M+yKmZC%h$#9*KZV<_gSP&mr`JZ=|0
zNx<%kZ|Re)(@7{or)fCAea%C<P95S<dz<%<pqo}%W|x;m&ji9z*1TZuk8_}hQ<+42
z=L0)H4QgV?he*PpVj;M0BCz7hvcH{6!?HpUFoo>vvzhB}ol^x3VYmP8_Mfyp`i{>z
zJu%qLU=z4>?SiJGhvz8IDo0=0)vq@H%k)VZZT)!)#0pst0hx+_I@`G2$O0#?1i1Sh
z{Vj|8CX1b$=6q`xuy;I8o(L7btSCK-;}!meL`{Nv!6I!yBcSD<-^k%*?83LtXapW;
zKQU=(zIP;Z)MUa%eF*$o0{hUsdHAd)U^jKzI}RiMUU_SkvK`>0PFk!co>vpEJ{hV>
z$=vKhHbGp)*{g2${EW;H7xikAn|m8jOSREGmGp7N%qr8}&pYSv-y6pia$?Tqy8a^k
z=-A<2@wc=-juP4jk+1GaB?#B_X}?TY2JptnNKvn%`_G?Iy);S|f@T@abM>^mY9!Ds
zqKW7F1V?*=Qwd2|Lhuz<rCU1;R<Cw8Zxa;$UUHlQUgfP<zkDUBR3l)dHh+d?#YL(3
zGdLY`$0;%D^{qLDE102xhLt^vL&-l!&P70ex?|uz@=3J?Rp3To+w=jA?oEns(u(LE
zPmYs6_tKP639@zKicK(zD5kb;{G+VE%Wu~TQK^bsSs=`|#QWjzunS9vN_+_2+b~Q(
z2KyA*>6Zax9IBEKyn7%e(g4|c8vl}#vPmc&q(o1#V@HVcqI2eVw4@|O&$C~%U-C2c
zC&y0VbbGk(XjvJi=$}`hE0alkLx<2$aSaTEkDIJN5<sEu_w&tPk%Qvi4k&Ejo$Cjd
zC`%MckAk@HXc6vKGdMdUKFe*^OhL4Hy*juEB)RVLU=X5!CbGY@m7Zwhzka?qLw7kg
z56|4W#zV}xP&L|o@$#?X`#7`!tm}EWY5^r}bzu81BrcGKg!+%Ay#cE=e@VIML2PfI
z{g9Lwl9m^8|0%Z)W9FwI1>d`O-`-z3CNpapeBYw;K2S%8sG~#veo*hma=TzGrJ~+R
zo9Gk)z@a@D!^Jp5Q699si2{&OMv4%G00#F(6%h&~XaPPzCg4=$wbQx^6QN=y*ZSNB
zGlj7W;q>%iHV?@Mg2^CE<?p*xA&<Q5m9-6(U8-diso6s1boe8*l0cz2UBIRtY8CoP
zQ0+6qFrL0f`Z3?n(Y`P7%TqrN(hb$z?g>Di1r`(|o?0X)=mF=cn1(7uzf@TCk(eC|
zkI;)T;ms>l`hU|+$Ky@MlZ>V^jiyp8#y?QJgpD`9xpR3|6B6dl*UeyeGdkhfz!;n8
zD<jv#JKK>p*MA;c2s2oeME~6!P~a+Se(D<V=lbRSj7vX@5Fln!=a?~ThwJVb((|>)
z(bn)<y^R51p2Gw6p{S@#?kkvkcjY~8eZ71fy#ROKD{K2Qw0*sgZ;OLtfwRXKJL^(c
z>pH-4Q{Vcns-mR)TUkS4QEmz2zKZZXHhyL$Si24CeWfAQ%R=-6v}n3`IrL#hgS@_J
zYPNuW2s&1RsC26@A>u$&X*E(g<&(xO;kcha?P>R*AG(mgU?e^9G3h>yrN_5P5{b!?
zm*NPLl0|in$aF#+kz+q>)s9wNoz<N7XX~}Z(`@uk=WKn<+hud_fxwQto0{K|_JG7h
zx^?~lAXqCG0H}oi3`$K1;#oGC*<!}ReOcbm^e^!|S^Fe2$UW<PeX;%Qc5>_Fy$m?X
zcp1rg0e)?n`95U-SJ@9>W$Be#a*=nu)%X&9wIF7{mBc<t(Zp<ax(Q$Vdv<%}7C8vd
z&%ua_`Kwe&d(pD?G`oUS>5w=@c6C<qqB1;Twe6)$JpF$gMSFV2-tz?p9-1wh+8A_p
zGG^f>7!Q`yzToCNL3ln$DD?n$D~D6iah}}2S$AP3mwM~8TS<nScju__g4Vr@-fqxO
zI*+gS&-)mc{T6zCiBVO8iu#bkcX=4WdSOfI?$fADj?SARtH@yuazpzWwBe~my#oow
z{R-aJh6lfP%U}?j-=pZS<+s7LEBeS%K-B}Tp#V$oW0U95Yfkg`!6vdmZ%t-pa7X(W
z^t>J=wJIkG{$j3OzCUQLQ?XZ{sDB3Ck~{~WVPEz9b7)6iOUO_rAuxO3esml2u8AEf
zQso>=Q_?Hx7zm_guc67+I^o1PAmBCCO5?p8pmHQl&L*HGhR}H31L$79U+eC#<qb-I
z^eQ@|wa`1=QdX2$E$%0r@%kH&g~ZM{GFA_=V|<qc7|}d<;!@Cs30tQ%_N$BQQG^z)
z=iFI-w4RKd7SHV~E*II%WJoq}(%$JRGTBPAag+T!(&Tzo%{^NmT<~AVoGQszcS2F~
zj>(ss5`S%%0imB9p)v;DR>_fi8cgC%p7?%raO+H;)2pQtGYN*ED=~AH%8gev9`cAv
zXv|2P4}>FmI6B&?FGEW55*i~TKc=Ns@b5#FFu#zF&*HakxT@(q(R#Cvdfch)e!8(X
zKX`;+4@-Ha^_Anvitd1}+k2?UiI0xAG{c=IKE`a{SfBm2FH9_Srt|Jgr*vvCNWKxF
z-%WEPPDzrd1%y0B>GC6G{oEbyi{rPkAt8kdFo>}`*ckpmASz@}i8QZD6B^UpoD~w%
znx_)`m8DvW;nXAY=m@ue!g_Yr7Yvj?-3Z6#s|NpP$qK196cPU@Ak+m^R<bKmswy|%
zsM0TXPRg$qh=0neNlnTQ26FkRK>xWd+4iA*0hcOTo@UN3sJGE05Ij%BJlG{L&ahlt
zAg+Wizt2BTgx@lrO}G#DUU%sXaHsR$;fWhQQ)Xi=qK`_n!>iPF86ytZA<dNgnZdqL
z@^j#wfy0H>0(sQFM4nj|DR^DS9?*Q$)rHjPKY&{|!U!Rpfci8M!i%7%<YkTjPaVIG
zwn-u(_Cx!@pRKFFH~y;z-huC~aDa*J-TZ^yTo2ba_=3ea0YPjp8bDMR!4Nx!Ao(Zc
zFvtfVT)H}{?mQRmaTxZRlePj?<L(iR7T|%|z$n{|4D<xp@!&OgX4<>ZVGtiLAM-Mh
zAjdS!#K-X7k8=h2Uu8V#ttBwOo&)wX10E_~UQUGSLtmIOt`Y?aBLl@<<xXU0O6QKC
z4W?8IUFiz{XB(!hPtp@%PE;ZSoVfQ!9rg4!;H$eji0qQN*>%TRlNh2yPt3Wl%spCl
zrY4+3AA&G=NrN^Z3`gLV81PD2dD{b;TLX_a2F8z-BoBCK?pdwfX4X8UGtvq!wd5&g
z?n&%XOH>VG3kP%12177pRPC(iSPy_dg5(w7l=MEptJi#16L!^728{qDiss{uu@B8x
ziiz6esHC?7PopV$b#EtSN$4lbS(K)!kz#3y7*~uEAHq|1^Y9xNoln|3-Ri{57bS9k
zE#DO6ZMZzR!>a9*x$*hlh)$YSqH9f(n<Sq62`8a)j5<J4hzDf*wLa<``{oF`&O#N1
zPVUu8T_mUouEGx@&;s={mP8Mq@$uQ|Lh7qoSDb)Ld+Fc0SX5B*IyGqjdlRvY>If=3
z5$^6D6;K&XTu4ZGm8C@4wN6#~*!-ZA{&mY_O2M-&cmdE5gK;5GLLma%_ORRQy0STk
z-T0moJ9t@CV5PLbgU#Lvp-r?6`ZWmt)?Isjjt{@^of41DeERtO{#XDogCFj9@*j3)
ziO{1PBy9Jf!Yo!V|0BtgL4+V8IRaoiw1F(cZ~RZPTgVSlmlUPxCf$2L{iXvTH?G9O
zD^MA#AdFTlK*$98?nzImI0X9Rw_;+_F920nkGKKg{QxZk?wKGIfvOLM;3k~CEXM(P
zGW(PN;P7VqUZDAsyaO(_72p@habcDIha99tmufZK!OrRMtuh$`xk}mobny|_T&5{$
z<!Iw~p>Z}Y7|__|S7<zDRz^Hm{F_M}xWx=qTyZ9%L>R33qSO$u02E?2W32Ty9g&<D
zp?yiQhT}SnB@FvGlW(3F%w>FNIW@kRv)cAUm+dmLCIB-%MK@II@2=Q!(^pE`;9WSi
zn+rWCuujtsu5myS{vSVA)BYQWCOg|ZkP<9L(EsNpnrJ@9${GVd;5#?~lvrkL2c+x+
zf^eXc)KnS4o=r!+-J{e2U-A7f+8Y3?VWi=Gz~p5NPAgyAoJT^QK6*xHM3vV)wVl%N
zj#8}v2WSJt`_cFcv^Db7j37aXbSFH!>|8hlvk>>-t8h+VU8EtGqA_1LmKTqSG+nCj
zAYz;YZ9@Nhc18+r?Gq)DcA_D9Jm;g9+Q+k~dvYF!ThFZskN8jP6@I+yW`(3uVPwf|
zq-N(p%7`IHeC_e+Io1loHvI9?gU(Sk=sT6Vb{=>3S#i;Wa%g}Rot@`zrKMf#*S+*1
zKUQHRpf!~uzeab?{ZgU%HZklB>T&am7-C7yPRf+*HfZnAAYJ99_M7&*|EPZd;+T1y
zb^ODB5TKf4u3lg*TF}0Jft%6w(Z&wHtuieG-uSO~$DMId7i5j;%KyFdw#IwjfMONi
zhc!6JCaHyJSa9<JT|~Uq*KYiWwyM@Qqyk_+HxOLh&UOd~{^DPP56FK8!BI++)^V1c
z0D$+?fJpJWC1~*n*p4v2wjN4#00eltJMhCD_^oOQ=^5FCjC6|hbPA^`THZD$Jxako
zp5*N{c<?pz;2aa+4ays8uM~Q(K0ySMgsOYX0$S+IM|HiS>he>8sUk`c2)Ygfo@hiE
zjF*!~)dMF_iJ&a1)C)ssUlG$&3oYU89M@+`P3{ey6ma$T%9XgK&zf-K{kW2*Z9@Lb
zA7AjS)XF#>CeR{6N;+P<O!~HFYJS2q{-0kS|GVq-uE`6;GpUN}@ORa>v3>c{K(na4
znm4~xsHW*&S*}c3u2^%fVsn#ZbCY0R)6Kl5J6}Nv)d#Pi8S8lKT0XK;+D6%2N(kUa
z3nC6yiuxwji)*J+PwJ=NpEbPi4ln;#urvPr(#(1H?bBU#zquz4q}RXO+=k{e13fBy
z)>P+)BZxT(mnuO2_X&0Q>kF{YIr!TJ_}e*H_MF<-5B$-On!OSH{QgDZ^u_n5eh*TQ
zLmr*CPzUH*=sG;obvE*O{D!|BD*EirqnlIFVJQstPC@YE$JHMM+qggb4;$X#2^63p
zWXExo<f}c@#3-91IFu+US$nad`Z_%^!FVkuWG~x4Pqi>})0?XuaA_EkjF@AZG%2L@
z;v;_o0efWmXa%J#vk9mDIE-Z7{qb%H7dhC?VF6_In)==?oqy;-R3W~J!7nSWq#V{g
zJxLHV)xG<i*r&MkyLKKf)dujGi>;U9+Rr6KiD%+R&}E-Bf|F@y!-##!h_qP7qi_Wq
zMvl|M3N&fTfjA?nbD?aSDbTZhF<5rni6T51G&6SeQUih1K1ySgBAea(<eu<Ga_=qP
zFuX;1M<ecK(8c1Qy==nV`XR}l8!HdGe&u=Td{I4E+Vrk(`q`_^?|ujHSj9-2AB`Nx
zP!Tq{Y*H8x2=u-KeMwPFJsWg5WMi^A=Y=McGr~zxfQ(9EA1_SEb2(_j!9`A5=gou&
zb_9y=tjWEUD?^QE*sj(dpp|umMFX+32)70+VkGvVghm#^-Y!tC_H9^>QA}ltV;j9c
zv<I9*fHmYAK%a)x;O0mj@+2F;^U@~-*jcWr5hNhQcA?xkq1+*%rr!^T?bs$<+0KDE
z@CN5UAW^TK`v7i>AYsn2eC!ACCXs(g!o>ynJU`7cdp=2hu4}4d{HTX&CY~S>N+c}I
zCW$1>JA+?e7u!rB9%MY?spO$t3?hIJBXxja@ip=DGbY&c!(UihbdW~`X`TQ+$xh~u
z3;CAd^j0i*UP8Fv9Jy;FYWcT04UKO+57^5bIWXcQvfWrZ_B(*8<J*JL^Ve`iuO(Jt
z0FgGO^ogb&07d4*kb8%4P7+xKJJ92O@(sX@$bMn=fr1c_0mAoEyjOgrpAZ5p3O*A^
zU?j(eJ+#f0wzX+cH%iPjGfti}vbZ}sA^+!3%{{5g+jrjDKEJltx$|pn+GDP%B_Oxi
zrZT6v@yq8FJobyUt4+MrQ@%%!yZ9sWjH*DIs(RX$&?UI}c5}K*^R=xuq;C$|!-hby
zj6^-4=XbDrz%K%RU<C#vAM}v%_aHb{^<<5Ypq6X!P=I$NV0&?1i|~W6Mc%k-RS|I(
z;lA!Z+NxrMPsPkd&RwbZs%n+ue^F8@mpdEWkP%|O%C@1NU#w4+UvPj4M@oPGb%O-l
zX1}~)#B3eMVMi`zW-cdUh*<v3n`L2mY{7ChwZ#hy+lP;W%io0}69uKarMz<h2cA5?
zWh$HSAdaaZ4uV_WGwB87Z`m}|1Xz(e0hR;7#h&p6!Y&}HmNv>mmA)~Raz1vXdFlnI
z{>vT7{bW+x4{(DrA>^CJ@&GUkzQIriI|Y(+F%Xru*lwOg1wkNjU{#bgZ73`OD3u9=
z?S)`b%Yrb!_!W*!8|EQBMkKCo87zyWM|<o?c<+Y;`VuA}lue#sZ%Iy@g~)f8kZua9
z<<KSqfP^x_P;m`zze8k}-GeH|0@t!iP#-_U%$f{?qQbyHw9Gt}%oHljA<FT=%7BFD
zVKU-T5EIbTDb?1Xsvi5_OoD@Z@hE8^G=Py53jnGnfZ|Dt6)5O{D8bIbrDVAXP!0$6
zO<2kZ&y-}&-A|r&DtKa!GP_Y3uE?lo+<8$DBjFavH1;`%s5BWb@PdjI%L`0_>X#HY
z0De|^NM!;6#`_%UeP}?vrbwX1sKd<@dq=;~n!ipo8G;+Ns%i=9w8=RJtVZlyjMv5F
zNO~}KRXSExOU`p_?&r$UNe{;aa$rTGq-4geP`-4|tya*SjuY8@80THscf9_th5jEZ
z=>?1?^eUvw7xTJUfX2+aKY^W7>q8SeXH7kq_nW5-RQIFR{045q$jK=e4WIsVGT{Fs
zq*I-=TdRzX94%XkA1GL4s0Ga5Fx>WpX9(K*5Qw6tIBEqxR{rM*U)~zuC#V?T+=ns@
z0djie#KWi7Fwn^Hw96^it2Own>D9WbhlI|FuAbO!GEs^DMrfN~C$<jfOWQ?rF1ji6
z0O*4vRjLp=ceXeh>HlLPhGYsA+xM_lF;5-<qvu7W3JwtdTOUw_z-QCe!W$$<02i~2
zbZhd?g>?ZbZweE$O3ibE=>ygw^+2sdxFcm(U)RSHy#%ZB5x_ZbA`JmHg1Id*e?Qyx
zKP*4zP}`z>fvB^}1BM$w2M!fsZ+jgO@vc^qy0gS~2p&$*3oAgXyLV$krBEY-$YcvV
zIU-Q*aEWgoJ~#@&0saj9&+$m~n`;}RRyhk{`uc!z&?-|x)RsqsBkF<pCBC;C&V7$m
z2p+oJr#)(wJHAx=kK}5f82kqK{uLU5+-!h}#03Cgo9_Vzhua-=38W(~NCQJ*MKpwx
zg%U7uWbF>N^K^=Fq7d{J66!l5&^c;Ql|01TnFgYY)Iz*PY?ISa(ge5d{kP>00CD6f
z!Z6yoYIjho7mI;TWS`IVD1$JU;!lobKjs{&4K?E64Rim+FT9wGt|4-5&ck8I8PHj!
z0__22BHFbV&G`m=0GA2RIqTk>B-oPK0r}r#CzVlxF!4^>F_+*@=qFNlJn{J18hYe(
z#f<cHlfu0W8h^E85^M&Txuz{8GQ?w10M4VbTbi)KvB^oajwkJXS0-&922>0lx5$^E
zUs4~y<w(N;uC*8E=BLMJI~*L@4VIy?*t3&OYSQre=(Tlp6@-|xd9K}anBdyV?bLE_
z*tfoL$IEa0iQSa{vvv*rCw}4O=6pl2?|q%hylp@t&Lu_Q70fO|;>_{v+xD%;&Ck&X
zxzu|J{R-nbnftA0P>B`uYvkzeEfdb~39Ve(19puHUt{V>p#*RTXB|D(&tkzDyz=uF
zV1z**Oi_H(0dBZ)k_iCJGa-RBbO4>bT5L1i>zkV1cI%s&B1~?&hg^cs^Se%BRG4*O
zYh@PN`hYT7gbFX)o8>BN$^Vg2<P!>k!RKF6aMWAxr(HdK5p6X~UP0KA-4_em6MMU7
zD>)h0?n67EShqMUrwC%aRexWEp@?aZJ+O+SzeOjq({>W?z5oYGF7)oaoTFT{+Jw)q
z&f;0z@!h;cknyR!$hP;;-CM}r^n)fX+9h~!^dX$_1WNbEz2Ch>rjgipH2st1=RCZe
zp<lit%fG<+XulTolR<&MWP0M=W})XW(yQn(SJyoJQ`o{wQ=YgY3}^$soY|5@2)TaJ
ziXgUkHj%=%C8t3lH(`{@lh=J}6sW0)?SOw_YPxP}<jXR=t{-gDJ_&HH`~~vq*PPzm
zyZ<&Wco`^I5YuUKIjaYFL|q2r;2`;+7)Hm1X#>T=(>qG@7(q|Yv<9SH$~BB4AYZ)H
zs20}3uS@DF`9jhaIxU)#5fGm&N9Y`<ZmWqddMyk<$(zWPQIF}D4o*01sUQI$)s{~L
zP&d&eJ_w;{9V?A1i?ud&#HC|kHhmfxAtCeYEIAR;+PKKz(eDqO!bT!;*KWMjj=%B5
zfs#knNk~7{EHM+I^ZVUx=9}qZy_)27JVQV9mY)k9ei=WjPYnjS+UVQ9j41ykQeVwm
zUoDkiEtFq<EB}*B%_p&%YM!!c$!2;{N)&FZPX`y$Te40?rEiEd9F;SekT#o@x15sF
zAHQchevbi`+wv->%CD-(p{U-WUafVy*vfg=Vt4J&+SZ?~jk%4TxecED-MP?>^|`h6
zr@QM<$4)DbjzqnW2YpTkYc~u394(0|@ICq)!e9~LZE-$5SiUiM()T{;-TUy-lj+5Y
z;^37pGv9Md&x4~HW~!(A?c1P~@}Gs7F$$l5))Y&LE@BO$(?gLObXQ10TfmV>jTErY
zr+rhete>OzM96U5(<s{9g5UV}Plg3x6Y>%?@H3<)NfZxcjbx)I4cW5*f&fsuj^y`t
z2nPp)LxA^Iuir2J(_)7m7Pq^)7_>*<`3IF-c&x)PQV$eI{R2wqfd2vR=6*_cnHO`i
zXP5#MCqHwt_O;zZe%X><ZS}*#TBzmRDtUAPg2Z$&{N~Nc>KS;FY$;8Iz?-S_y7M52
znnfMzxtAymr?1?c=@-8(a_d$5bM$D09Wha?JgtGMGpX?m{5o~E&Wd7}eBJL`WtXus
z9r~)fT#dFa=j<bUSx@oTwW$@?Mat7yAooB72Wc}|E=jl0mtp)@qG~(27MgVu((tDp
z37EUUp@)iNl5w`Mk;<$lQJr{6xEYf(E|cZio>h8YVJvv0>02@20or4{>9V}zyx`(6
z$MMSQt;Zwm;{3utw|_CWzYYHFOPATY+xf@sZB*UGDBF_488)i?kYtfO_riwGhjEE!
zFWq9}@WiC@i|%$7$R?FQ_H`S(jwZ*q_ab3QWK!f09d_Vk@|9Ho<$HaKpx%9dw1YL>
zS%RY`<4N_Lj+74&cw##}(t`(TuXZZTWu_hhL%S10{=F>73;2C=EI;^$6M-L(U3y2?
z!?qeDtU(NkK*PrV1NBs&PUv+!+VuU*uvzClM&!`%LaK6a!H-&#(H@#|i>2R*96Im#
zbPo8aNid(T_p5Lh;L4+r!90k$czXS`<{tH>IG#wJW`!z=v@;p}#0lBo{Y~mftw*(A
zJ|}<DA6VM%k1m{BOxZnXsyLiEJ?|{{cw`anNi3WC4lZEXkq42#gn5+M)TWxZO4ZYM
zH%_SDw;F~((hFCPTZ7a&SHjyrOOkI5G2uw9XJ9&5*eZ)Q6t;WI6ShFMAR>QaC0D8U
zK!W2ggG2Db{8bWY2fhXO<^QmMxO4h;a=ZGBDqRTs1C0;6q+pn;{1RL%SNr6N-gk<@
zJFN)ee!7B>{!R||cplD6*+?SB{5sVcidH<qc0T-0Gbf#~sU)d=dLr|v)x+EK#KZge
zz~l7z0CIFp!*CQs&%my(Ca`GdO>3$XUn?)1SM;f}u=d5L8YlI+Dyd(MlJ_bV?$ZCv
z$Lvh)OjJ#rW6t}^-{lr`YyoZSdr%-o`B%JjJ<zX6eGz(54^|?Elr+okLoMgw*V4(5
zzAAVCAT>rh0M+2Z9-bXAZHGcKhgEB1jy)*o2)Z)@Oo5~@A?eVQR-mZlIv13f6ASb`
zRpn}b`V12sK|+kic^TAExSHtrPwJ+&dFFo*zoi9!F+6-0Vh~0}shl5v^S^dM4W7Wy
z4*M#PbISz<>+jzEaE>iVJo;`AL2DF^+`5g&gd$mg7*a7m<Hmz?q=j|jX+$M*!>Xy&
z;}PKiiXI0n%6O$6xY#iT0e0(vk>zbzw_kWSP-eC%hVu?#=VW^67WWcp{f%NX+k-0e
zEWx`bw>$I@a8;ApecN4=DxauHVY4l^2+EEG7zAn$triH(1_t^ox6}c|Pic!u#1qOa
z<tm=Mj5TrC<#ebp5#XrsHFl3ngPsG^-yWmkIf_!Xaysi1D*Hu{7$+xr&IyfC5PEO#
zW5WeGMgkAsMc{&f2})Qa)cPS8ES-~+UJ&*p2X!5SfnX=WrH16;fchhRP1zcYc!&s6
zK|P3)K7s~Et?l(E?;Saks~~V_4Mw`*uycMabsMb^K$bHpU5RT?(Qlvnj8OKp{crkL
z@;8ao(-V3x@KN1JDA(Dr%6r52228tqyu^;{S5@7wE~N+bYmp=Iltd-ae=@M@!XMKb
z2P(pSU?(kFF$@YNp!%R8_qNLThoYSyqibI^i4?WXZ5wKY*x?Ta>kr4t0v&$~@(^<L
zZ-V;uc%nq2nOGl$vxeK@DINoSCoxAts#;E6?<$9-SX3!1#ecTnI_hWs31*Y&h!^AU
z{=|1(zo%*ZuA2YRL|V?;kOAZKk{}d{vdi9P)JqdE3ip336n$bZV)U%s(4lO?zG8g2
z^!Ew??><pk(0ROX`D#5P=?jbKKmMmeI?^9^?|j^r{^%yl<}SltCd*!ahc#Bn++ASW
zQDina&8+V=@SRDKD_;h_$B#F3<QF&9OHGrMu><0sEc~8VNR?!l;!y;Zg){bEw16ML
zAGECeAOa5Ot65xtdtict|BqGbhX0!e7G8v9)+UCXGYV}24?sIF=4BMk0b>;p(9EK!
zKz`@q2X`nEnCs_|v4b4L1lz01+}S`#oE=rKe|8w&#`%1VL5yIttTK8AxSibwk7ko6
zS|7v%OMoh&?G(EEnAFw@%@VaepqK}eGP0?tC!}OL+RRe$!B8Fu27mnzX)*2ZnfnQQ
zPRs1m^VH-2lnw^~Fgus^cbU+cbp>!HEd0`iW}MTQSx9)F@Z$oq)d-z2F_{#g{jt1N
z9>`*0j~Ky=ZDVmrFUG1v8G<1$ROl+=fAhno1X-D2;Fre-x-m?oJ&8GFy8Qth0Sf-*
zv+7edsI+aJ@%M}yn8F;z>CH34rwJ$0A#f8?+b0yza%h!d9ty0C6G{!%);{quv8bq)
z)_a}~&ys%)XRzfWBp|_juun|XM;*y`I-!w4@N;+Z<2lnScx&&y&f|9I1X$7J0jT{9
zyyZ{6LcZLY3)CHgfkFSmy_8|b1m0AC*UQ;?d17#_EJN~h+I>57eCPd7XH@6dam?@R
z!!UAyWy#J*ztMz>@@s5Sun>XQ($ZqIwRYy>{NWr|$t8evn{)X(N5dc{<qRz}-SgOX
zSz~H4<Q@TFa}h*91PO$e_X4q6ppf6B+>2@L-!)U^&aW(fuL=eRt#Hi4r^|<wDOEQk
zzq*PK)U<vX1}xX#5yXZ1hzYA`X$6^KkD@|$`(Mvh*8SCp9yZUPzGYs8cQnffm;w$h
zQHeDI;w;hj-nd`e(LKL}ANKnJgg2-Bmlf#jJXh7Lj9o(NexN`+#~BuVFEGfxK%Qjn
z4GTnAtk#WvxKC3rN?_ZWxZI<Vc38Lo147atNIkDE(jr<`zfv4C&)L=<g9;;a_<0K4
zBgTv1^Xd68N%44co_;PsDSC7<ztOAjzuV8oHW{rCV^#LpJ^IKC1K3ZQ>Ba^eIu4z^
z{V8Dtpu<q9Y5WQf2}kJ`qpuhnR@39#k@CAq2c^2-UtIuY>?+Paw`AtB{;eXnTAC{_
zfoZA!*!cN`Wr}&Alh?xe{MKP}!qDp&g;^Qj`l?lX?>}ammtJmX0Q?qh>#bH=Eg&y;
z|AvsLUaaZ?ybXy{Xj+_^0jB&d|81A1b^y2j3h<{ELH8z=u48knp!mXPB(iHA;WuFg
z#P)&qO!nGlgo5~t34x3jh=qd@=eL&CfQXJcpobCxWWxb8BO|hnHiwa#ggSr|?vm!`
zul1fn?KA!Xskzy~9?(}HP&>6!-J1vc0FK>3!Akj*yQOMJQF2GIGAhhlKzB|~w^dHO
z)mNYrrufPKQZ10&gh*~{Mozw%jnedpO;m;`edd+dW)jp>4=c&-93NroQdV_b<YnQ6
zC@J$)-d8t&7nLY4rpA<&8>MSRGotJmq=J)*Rl(i%itlH2dXg%CUnMRfzwhVB^6E`i
zcE`wf%#jb{-#tut*B4JK>=pK*A-8xrcO%iZ5_U|+Bh{CB8;HUZzVBJmc<6i-=H0Az
ze0eiEB>z#!vqzo(9_5koyqGTByyviS-(j<H<!a+fS_4N~<3}^Uq(4W(+vgt`FJC;^
z6%x7sGN3*W{Guq&p-KfgH+y?*LScOL&g{(H>B+l>b0b!NW*`5ZFdCn*9GNhioi>~{
zvzjq@JZYZt+c0%ZFVXbl$0rF11{p;q57h{IN!cPJ0$M4cGcs54<(opLRkWROS~fju
zg5IZC<qvv<Y(qnV4<8;H)hHX~>HQXx4uW4@o;=GnEpUyyS@XmD`az=DO+Y#vPm)Ma
z{&|jFeDv%GjVTQtd)ToUS*7+d573#h#*;KqM7x$ZF}H!te`6if*4MrM(~Os$uS{U%
zaVH}CP_GCJ3H)P2R-{BL-}gDe$9rv7U%o~+y|JWY34Z=9RmTDD!j1oys_@GubBALR
zJLtsCEh_P~pZ$60?f_B(-(ITU+rHGMv(D|=kn$etqt`|+@v0?hwQo0-WG(g5otwOB
zPW#?{Ew_`M<libolv20YV*~@}qTU3BQ>}bB2esTUKS2xR^*Hp59ds$6761C`Qj|!{
zx=Hc5yV0L8-TKZ)^YY5xFOk3?HarV_13|JTK*E>&pyBPD$ZYhyj#H$t|LUt=mV=$8
z{^+~z)(m+Jt5EmGAC8CrXv(>EoxElS20Q(l*eEn%$WPbT;B9JK2_Ty{mYIRpOXAV1
zYfiBoX(Ve20JIMJaQT%=f<*52Z`U8X3FD(y?+_tjy5wMO*8VIvVJAgHAWZfq;UcxR
zd44bCCP?W_EMWJvp;~_Md)|vT@J<b4;TiZY9_$#1IfG6BIZ%gmTmJ1~|6dlP0N7}m
zLY^?)An`N}Jp=&x%a8=-%aFWhfSg;#=7EbccO}i+dAW0J-Wt3q0=-xH<@LAP*I#R2
zcS{{Wvk|c<0szG4L9@{kf(K!jV#r9jWgpjBAODkF@>j?6mCc;VMX!@k*OuY^o)1L-
z0ss5ozF>pxskM%+NFI|*9fQQ(#?}w}%NK#@+2faW*LQ$}$lCMT?g_uMMBQq`N45>P
zfJ>b-De}K(!LFf|Y9c<A9qWrELbaz%uIGEt_*dU`P<{eI<qFm<&+!rK;`w09vbN@j
zbWIw5U9@6V9qf>>N~9a0{b@ti<)HWWk05*djQgi_P{t?*XoBhk;G|D|n3<JslEOfl
zn_XC7`zhb1pwYFe!rA+?&znkzmTz_qU!PUym$#PZe!X_7^62#o)8bkL6Cot=5ITy>
zu7k}%kTEdvRWeyHod3T213&i%54K(_?T36#gD29l0(pD}M;wSjj93@4E)R{{^NKk+
zh&nxv1A>}qbRcwNVGlm3sX26i|JNN!8yasLS88|zOwtoGd;&50Fb@yixEfcW6H1w@
zRO}ji^ViS$LQpYa6OFtHlP3XSWK=wylaQ^&L*!|`d8b*BsuTW#C82~RUT8ex86}eS
zr{ORm7nO@3DkU)xd7c0)Eib}=cTtXnx@Uy~v=;rkh<yf@vryV*<s}7`C3)qgnNHiB
z864Up2KOo^>J@em`&lj~*>^}T=c6W3rD^!*3=-Gff`h9nD#yth0#T{VyN)#fMeQO$
zpvYTDi3K3+hAa?8LY$xoWEtYBI~e6}LB7U7=JrdmmMSqt$$5Bs6VU(1&IveHeXNT3
zqk|xZ=e(FUb<V(?t9wvlDSD4K-j6Z}fCJ}ufO^ISwron$JPSQ#u;@Ij8gwTRbCr}G
z8iYW=hN<}OQqoXLcVu_>KsDPjD8wW?XU;GO1wrMxw(1j?8v+oG|NI7vaIYNl1{hi-
z7lB~py(1qB!)1%yfVJNpX}<yDE!7hcV8VXX<P)|ZF?yGL)#%zI%xA0!M5GHq7f`&E
z`_RP+`~Mu_j(i6>chp9eX`ck45YZYv5S*9`CTIP}Llh`3LqkY2tB8s)99P;gD)^M;
z-=nLV&Ai;_rincd61zg#)WRzdcqEYhda<Nfr~of-odhk7s;0SbiUf$4ulVLj&6ml0
zYAzvC<(k*$(qVI{0xr7D-nX=ZP(Z78uPR6~o{k9?@wodQE+|=8D??n@s<hvvyiXaV
zpYiocLZju!R#U6WalPs>!!Lgf8-5#7*ZeW59W(hduGge*Rrlm$tJ%kI25F53Y2Rp#
zKDN&4)%{??B^{I%j7Enqj!y@7_s!IQ=`YHy2GV+c#m>Q>iwK`mg6$`e_VEO4(^&L8
z{9Oe4v#++*rM=bP3NTmZb+@;H)&Hh_xp-jLE3{SqV-~(~T+BVa(m+MDc|}lh#E}2O
z{FfAfgFi>+WQf-m0@Rd+=xfITR8*S->Uu4(%j&TrU33D!=ybrJNDzRP9pEa0;csU%
zLN@|^K*c|S$RxQj-A=gU5MWO|dCE*jPHTIOwTlA=20~+3T4qy7Z+#Xv|8~!*Y>QrI
zI{9IKK<DC?0nZyytiC`vfs1bu)<<`;#CMg3=x_n}^@TAc((`2XLC&Df|9vGJj}bxp
zE{hbsLdtvYU>^*rT;gDhi@L@%7~g9&l)czih2u(ng)<2kAo%O{7-(q`3bn%D9zfUm
zpI>P4w>J6)e}MW~^R(P=Jyj4?M!arCg1eb<w>im`rU3t<nLlZ7AjK$f<TYpO{hFik
z2&%PUC9Xt&+Zn2*%MS~u#+qgHe=&eT0O2Nfq?8qTx^fJ|lWj}PW^^ut9iz$DVIC~)
zP>OFK!LwjeWjJ8TJ%UoK!GRIE0%$K;e?|Zn20qfTPv<<~%&|F=X$Rcn0PRr5)CP5T
zN11odb2$Uz<~#WRQe1gp6(Z~8^2w|~;sypmYwJD#$iTgn(Ynl<9Qa2?nORq!0g-3n
zbC;yaM!Hj(K`+<&wB!_h>Xa*L>M1E#mgH)ex~}!WRQeh3X!2-EKBNCo?=)R7^Y`np
zsLwaQ!86^Ki#KyABN|COP8{bMmcIj>dcH`<KX~{%^R)276xsC?E`!G|7{@R+OCj;2
zGi`KDAY1A~abPW|=-+CU8uRh4-JQPn@2q}yb@grez&oOi+g#);&cKmV+C!*u%#pn8
z$mO!hYNyKf>B+bBZ8vlGiWFx7t}=nO!J*Qz{FR=b&&rAYNV&%8sVOtlr>0XusJ(y6
z=WJ?*4EN_?NfBo+4$3SKepvlcTyrPd{86#@q*#Gh3Jm@J_X9aR=R-Omg70Roz7lpj
z_B_1H!Q3G`g&+m#kwUJJP&Lq7l7TF#Em_g6KQAeel?5LK(AJmG`GMMraCS&>&}0|V
zWq?iQOl%h=aW5YM3d%?~kVwDT_Ek#OGGQo9Vx}KYA0mylP3xIn{*gB8eE9Vm0izvg
z5)W;B#sg9EhINe0_t-QBq$*;sD;mwX94c^KFP}SyyWH*<fHd}NkrJ)DL)jm-apSQE
zlLWe!FDN3WMGKgh;!C)R3#N0ytHD|os=wtcUc6D8yL@}r_Gb+}DSOf0PKC!pZ^d*X
z{VP4rFZ0KCMgH!eEEdUf=rjc$;Y$vsK}-4T|2UxH=3E(#QgQ+7ZCy(Wd8a<y^1^4>
znJ<ABZVm=!b}kRSRn0Xu3@!CcYL!z~xUx@x7t+J{H;iM|n!kq(`~x}ZJ8kMWX;wdF
zR(~)_j&%74_oWKOy3l?vAS$&%-|xH^nL%cgFjyrB405(dSB=_R;3zm0pDcs}>Jzs2
zf4<*ri|e>lfo-C#EnvAg4==jcK+Hi6$^*p1s)ScnR;s&T4$a1o<TvV8r}-qNL0#)E
zy6O_baQg@d6Bx2EfCz;mLeWj)H_7)8V@?kvPfvCA1ehu6gCW}b)cK)8k2{qO7kG*x
zD4gCSRuNTBkx-di<{Vrp;p&iIN{}&0YaWw$yDyJzzdp7*w&z*&wBdnSD7%>{TdLaz
zJ~6;3=1a)d2<TdvXA6psCMB))Jsj)n8|xDq`&m5tv*dQ4vy|}07oiOs9x@(JXS2f>
z_h~mySnqgo$Q~!koF;wSsc_k>c!AXWtEe|7Nl7(QdFnCN60yRK!WB(quGh};U2ndf
z5%9|IWXO9vYfiWzO=jifWZ+Bx)^^&?M#kFK-Cr&4)n$HlHGbLkjjb=;-2;q$ER2l@
zGT#>~lzqq;_?K~<fBjCk>j$c`XY~W!=ih@%!)Kz-x2hZHU88j@@{E4-P6qjBe~L#B
z$D%*;l47F<!Nmc3g@%#%9G$#!aNzKZv<0|y8?-^@&H`2k4`$n=U}%M1s>~|6wp*Kx
zXsG|l=^yR9!uECjgVw!v<V=QnCqd;nK;H-&YOMIF6p&u}tg~?6)U9VjHb<bz0_Ssh
zAt~tW74S<Y2G@=1@;*qHYby9`l*g)2MnpwxbL5X3VTSF;pMV3>8zOm+UZ6&F?bO#h
zrjvgcwF0e(xe#9jmI=~%UKeLFY41H7s-R(&`o1%}F)bz1#ut*8r3Sd_)*~eSD9oLX
z_#`&05io+*4`lMryQ?>9<y4;rMn)(RNon`zBI<&NMuMYIy<{Q2+4c{j&>t`D?1`Aa
z7M9bM<9}t5TU(aZDq}b*#yZRqXdep`o3dEewO*=SIBC@(S+6v=qhrfvu^o;3A5Wm3
zCx~97C$v0b6LeZ6=~PU??c_YVE-uJjJ(C5Bihx)#v=hm?4Qe=Tt-a-$^#MXD16leJ
z6dH%_4K#BMln{WtxkDKk(jBlaJ6UFzDT#Zqo78&Yd;*=AL4HcFc?dLdSQ2BqZdq|2
zBVB-cMxf8^Ig=zU!J0|Z#fCF*A4tb(bOCx0L|h1>r2s1X#NaF>2efFs1n;jw^^%z9
z7UrhEJMb@~!@qhTx*~&Avbs3Z$W=i+AE1!PUyC~0W{9YL3ZOlk6hcJ^nOXsRKx(sH
zp0B5yA%;n9LWut2h_VWM;pxwrldjHR|EyTCZ~n#aDgG?0x#F^M#Vw3-SVu;zJ+1lq
zYUAH3^rX)H<TnxfqgszxzrCdlEJw#SS4=()gM{KU=PKKeLH8YxLht%kR#tw6eVe-T
z9Spz8C9m$cbX|myb;GFg%VD%vUmSumcr2!rK(5eiNM7}a_V=Xe^z_p|cc<=qkmmm_
z>@59T*j-{<TV-LMhv(40W1!O{$7n?TG%8GbmM_b?;{D{qvFz_?@0v%auLs~;YR@lD
zA0?oH67Ll&!`(6=SJ59OLqo;=qe-9gS4vpEB-o8Eb{OgRbqxn4qq01Z(EN|iL5*L7
z71tMnJHTjTs4AvzzfRbkNj9uRn0bEV>e|ND<&|PDAG%{N=&5JS(E;x8Sd&rjb4bXj
zva(cX$1C1k+FU!WMdrSxDM*y6k!x@RBatVQpz=8Qy$}M07zV|q&t}F?B)zLubxku1
zsV=EOz_fu(dR#SQf75WjPr<X-1r9qudO?9}eWSbG%XB#eo>pOFA#|^s_RrGa1;0m^
z>E6So|7mU*Y@jvriQp7;ZvhdzRy{8uLkK>H1JkhG9<+*^=lP|I{24a-Q2Yids2Hrc
z9c%?cS_@F`smPx~e<(`!BUPC&*@B#0fYj1T&zeV>S>Z!O=^3UE9t59Z^CVfX0s50$
zB!nSQP9<O{O%(#6q_%-jf@nLCs+)QCmr(LpC;|pd<p&0iO%#$O<wW39B{M7Y5Nk1N
zwN(y4M@$1e!d_S(k5F?Aw8q=yp&{Z??**cGNU<D(cyI@l=bcDCk{1S<0LAq{RBdiR
zDD!XJGAR!FtoaU5oxF3K=&E+KeVT))e(Cx-#2Sb;P&R(PI9s|LaLzhGB3lir#oC9%
z<4-oagHVud*v72?01@Ph&M9w|05pC8Pd1ztGYxjtt!?1fY8HQ7Bdb954_a1S_x%Qa
zD<p4$gGuS1O}YYQBKAutWnvg*Vz@w`GDY8B8E*caz_Vvw8s07@7XH2}w)T$=3|~F;
zDiLb1U>Pfl+<q9dIf&c+p)-@ELTQ_gq5?^p<#LH@WtH})mxD09<QO?x(1>2;FO#|%
z!+wbB6+YMp{(B|5UK8nCrD{6WzpuGhSh|;(xQae?6Et-ZGjq%pkzo^;`ADW*T5DYH
zW0-TYz}X2cas8k*@azHCJBJsv1;w5>NvKQcvpwk4q0wEfnl~j3R6T&Qx+W=e`*U4k
z$;NCz4fJFjIXZWQNBvCbbRCL%E$;)N%-s|+L)`MSOa~G}o+E{Tn60Jl{5T)u@3U6-
z{aM&x9*hW>1XK^!D@fZ17vL{IDo8%cfLa4=B~ZC7qKd$&Tsw=pWu@^Cx+H+EtCyf9
z1s!003ZnNq|FEoFb`~Dyab0$<K7gjE3WQm!!GI>?o|<)J89axGUHXc?3#9*3E)EsG
zC!YOU%o-uJ-Lmo^>>XQdYAfoUQT&_PcOT5cpLG1#-DzC9xX=YeCRYxiq3|8z`hp)U
z0=0L>0pyDQJ{6f$@cQio{rjlicj%NO2Qf&(Lm-sz5WPskX#$iu^qAw{0(%Fr-a(>v
zohZNm1*VsluU3Ek&MT~;wk?WiaF{Tp11e%b7b<ZWoC>c!hE~Fws1|h{*m0=z)Xqq?
z#}X5TCRAMuX~NjhQd<gIkQyvGOft%p6UDeI7W+ErO;FhU0Xc<~$7QryA~F^@O*+BC
ze88I@!?S?p`Wdn-1{hTm&*77-^r`6m!7o*SKpR{|z${?D#l$pwyRZ_0BKwLm#zP{Q
z_rC{))>;)ra8e92ii_tSwr3+IKkh-(QQ45-21KX`Lrbs-V@rcHetI-k6*1cdi86YL
z4>KX6h&JAYfe$L~A~7v3atG5L66)3-q`k$hw!^RBigsXmJPWx?8vc0>KiNOPa;*BL
zpyh&yV1USm?gn@!5<0^!MI9QrdXc|wlVTqbdBhd(-MJx0e+eA~xXSZmm(^A-65;8n
z`|n?;VRPqhJt<p;pKt@v(G7WFG~W9h{PI^=gvaFhPpdZMR<4eW<<IB$ZmCdfh4S@J
zh2Y@B1Oy)Jtlb`T*QQfI_83~)*fwlknUMcR<qAmjbgnO83cwx&K`Cfhk9s9@@*^EV
zg6-oQpT1sO6l4@?u(xRox=rySFm^8_U14kX@_s@rE*24rLE$cJ{y`UsBi>)fW8+-k
zx8g$?di4BP)PECJ;KXqvc@}5>(B_DfgP%wU?V<Qy(Wq8!$};@gm&{jvEz7yB%jM_^
zETQumAISs%y`>&X%{~XWBiiiz0!KO|qvbA7MvK0&>$X&REY{@pSY|%;JL~O>WQiP#
z8L+s1&vSi#nPr90nQ4#5{@TFd<73wd*&YYbK+FqwlD+P(ug{R9vFr~drQ05KhZ!>o
zlo~eCrv~#dK@N$SC2+gE^;Vb@pdWcdMR^LXJ6hoZEdXcp=HfCx<#<eT;QI1vr4iwJ
z#v9gtB&A#fGseS{WiNz+5F!bb2SSzTLRo<F4Va}(d52sSL^ex<+jv*QxB|jKE0b&9
zEZDCc8@y*94KoC{i-x+Ve~UG7&oY6}$yw<uQA$9Vt|ik`F){ZeLJip7hkoW$t_vIf
zu8LCn^mUz6`YNATyz)3qKP5sxMRUZo64u3Ii&Ob*cbr;x%|bo|rg@g~gKA1J?EF`*
zxsiTLL!I7Z^HNd4k)*_phkc_Dg-3r1-R>*-D)i!O$<?FrNA-6^-*~%H9bZ?A_IsFm
zl2qgM@!L*`<93nDAFIETdW{Zsfx8-=vm@VkstR^g1^`v`+gsCbZ~gJ(zyG$-_nu$j
zz4f0z-e=MzbzWDnbG>NercP^Ql<_{6eSJK!J7xT5%INQu{`km~krDHWS(9l?<C!NG
zlV)*q2B~9)iGP!`reYH;v&u>aP=_H6W_ijl=oj!90!6h7TLRR7MXl!E2U)<uOBY?B
zRN^|iVFo*ZI&JqO$&g;{$j?%zMPJ?;o-2C0wcc_^8A~KSk$y<baS0}<jDIOVm)k@K
zq2;plUb(v*U*@8H<thpKtp`2LKQoU60;bEBoj&F|L|wqes))d*GoOVd>5^MK#J6Lp
zd$fd;tEpe~@QG==*Fx&LkNq>wWl4yqkCWIxM$2~H2{`O|vH8)u$9bRdL8_hNDBtGC
zAIG$$5hwPL8`s?I?7s4X-e!x=-hGPJBDP4mVq%vmWMyt)-FkXnXhB{^1_!Tbr@W;Q
zgDq#!d@;5uNurJrbMdswGuErsJv%PA;Mfl#$V|%AU%AXgROH0E-?pY<vcXF_HB4+@
zch!&LWRvTCt#(W4t?9GhW1X%(R_lUSPAaF$yA-$-(!K2R(3Ky<7C2fBNg*_W5|%Zx
zW~Xx?B;;TrYZ*S-OFspn2SK^`5MXlTysR$!0*8JCs`CCp6-OI1Ei{dmxvB1=l^r>c
zC%wDu{5w%pO5*uPe+FFjUluq#No^0TyIdFHxp+dP3OkcJu^sdex<ElHC4yHCWk|eE
zAMHBCz?}rTSyJ0&r<*e#Oy4T;n`FHK{|xHr8}071wM!QjO&1ZpCMtTZmhRoon@`Yy
zG#8iSD|-xd!xPUh;CL|mWY$I+vD?-2OUD*`I?YNjbBaYV$c`f2n%RcA#FtU;1*UQ(
zi`iDVK0G0?BM_e+IUq(w3S#2C56t3bDh@#F80?zz7Gd=5x9iIkL#_14c?_}Q9DL0+
z@3-4(1?%6@Y{U)5s=wiQk8k%$$|o(0AcvCGpwmj&{#;~Px0@t2$YvG^A-xVoD-kH~
z4@O<dnCNUZy|*tg4;D^DLSDVQf|+N7>AYqv9~@jm?;WA2LL0^TVZT7YJi-d&x|$v(
zne=kxZt<s4de;D@!OXr<VnM^mU{cYnm^2bm3B#V&#&}7?9gDZi1)ar39YuP}`zAgV
z<g<TfIsQ>~g(hw~x$+loo-!Zp6(q|Cb5r7W!|d#kyK$56Sbp)Pu3NeqLniD0Q?%^^
z;9KI}F(hADXIfgySlg|jr5~jhzOAf$yufs(FWD`*|LkSN2O7a~nxZ>2#SOmR0Zk~x
zCt6(Xay78#vsyeYt~F94<^Zy01WfuQS4E46SpX|3dP$xQXC(a2NSMorJirE*&jd3D
zSU!Ei*ayE_eI*obcyEG$!sm$SA3z2BkvCRoFQHYrXxu2JCkdu=2~}(&C|!Ag=eaTQ
zx0=K=d)o{M>u|(aN5q^`2O>yq=@b~S%{<i|qy}E;09qxeis;9KooK0LfP*zh`v{`r
z@!*g`94!Gv%E6>b!32uvHfuJRG?fYhrigiArH&vZnspf$?K3{9I^!tfriDS~!B2=}
z8weRBp1M=nQ9`K`47cp?xg1v{UbPCF(9Jo7Y8X>K&xY^<ZmC3#T7#79+IHdsN|+R-
z=Rhy^A@odt8SdHf;k*)o$BN|h3MYrvpsZo)I*uqe6YD@<Yb8|}gwo&|oB7o|kr;-e
zPlB8a9jx?h&Y0mYWhG#`HM=9Jif|;V`8!Y(RG7H};~K=lJXA_}%(9BDvCK2^+`?c8
z1*UiGNJ(kg`E+$NmgsL`CANUw>HoD8WjK#jXt<Gxw2o3!0rkO^i+MwYJ1}sFd~dFR
zk<i0fn3|>|O49`8<ZErJ3S(9E)^>CS(u@UhxPs;0q+g$9yuGku&vnhNnIYbOO$b%u
zJS$${9Wc?H_I>l+{@H}rhfF4%{0mGQBI<i?e!=3u6$1peruLoPwvm8;cC|6wxx~!5
z%-l)v=?fuKN0D^*-mDT1sX09eRn<%|FYaB<Nng#0kamlSo1m4Wh|*bS+(uJT-!(-7
zU@oxxA`M`ZFAkn;(!IaKmhnRH?jOs*q0BzNMrZD|vc|gB1^wb6$AGtWm!>dWm4fm2
z#_~sAtrAm*qenzz2Vl|*TiE<*w`&6d2_fF=GGT&VThj&;IyC_#j4#XJth0Z$@Oi6s
zJ0}&7%K_EISgTxMsBR1DtdqZl1uhOJI%)!800RtG$p6uFCg4mz@E`w~u|?V3w+)pX
zIZAFeCS8OaiQKu8kR0Wh8BK)<5pq<L`#y8u_fhV9?j+_OX8V8p|DXT!cz8V6_RRPA
zeBPhe`~A6sbPZaA0LPZ>5H@h9F)|y!r3bU2wh^wjAO@lWR8WjGQk$W|fgMqHAGmAu
z8fmmtwgzM76`X;$<?IeDx1CCColfgQ6&-PBB~YI^F5elY{6`_3<M(gcZW%iixM4uI
z-FFl__ZbAD5^+~izyTkM_!ne2htM&g^Mq08J79C_eyf$8^u9rOHNUY+7#q+n*8o*+
zI9GVb<^>vQ7(+YRYq>{V{Y_wC-ahY&YvhQyv3as>Yf860uRf>Yaj0la=gGwh?;Kl=
z6cvMqU~TZSn<~N)jnS;(GFyNq!~Ecgz9LKp82uT^-YpU5$peMxHvz9-j_~vuL(^NN
zA2;C7Dut)0qcsK-q=3AefZz~#5@OauNd5rEgKN?v+crjEmE@?KuebknZez}(pvy2u
zTG5rgD<!?sF8*XrrUKr82T1r=<kEHcLrqyhocrqsXzSLdgeaka7q;^w*Wu7&20MqP
z{79;8<OxBJokl7#pwk4~G1D3)kshy!+yJCmN$ZwBB8cgz%CIm|ZS(UTxu_YnHttqB
z`3e_gr1=oRXLonvP9O)o9z@^wpQKBAOi6ku8TTFHaejmRkw@K=N}YkFN-Ci*s<-`*
zqCl>7F1Bia1+pm;RF6ec8dWADl0@cXJ<Iec^!6}xPxxifzpB+3oo>zW?}Z@qw~PYm
ztg8~9G@|TVmf}Lz5NmVP6(_c@?x#}9McW+{HfMAXWCR7ypr9MJV_QCVVje(^K*H(^
zKCrUiygV+jpY5+KZ$Ubo7Zquw!b8{|tGn*oZ?Fa8hMYxmdeedy4Uajvu!8vduVSb*
z)F9n01>!n+EPg0^Q&y%05mKLCV2^tDmjOL?ZhQ1+wj!5)Z3S>|`m=<%$eo6g$9nrQ
zipr+03HsZ>_EC8wWdm`ei0;d%^qwiqDNKhdYzde^-eaNOo`x#Q3@Vc+_SCSt{7Q8l
z8v_RL5kwW}@tpe^&NZYTaq|Q<W!V5~>(h!+=n=#M5Xo2?NFIOy`8*x11oZ@Y+myo?
z8Hhw+r0cOlr2~g(fkEV^Gt{P`G2kPpROyIGrFmiw_t^t(j!Z{_iu<&t<eBjj$nOlz
zLxM!6kasOm?<VcDGUp$LJ5`lBRmDQsh#R-)LXphEuAwB-YfZIGzYf2bH$<&w<=%&&
z1w)%r!bqf?EF1%Ti{}A;FNTjVg|A&$`#Yo9{m;(wI(!#W*w|x)_+$E!+82>vCK0wT
zrJY*ZPIAzg{E)Elo}u<t195FTtC#nz9G?aG+}6DN*tQ@?R^P-dU3x(v<fZV>9?7ec
zIdVvh^-Q$IRGjtL!|_4$;c?TS(^iwy4<<`01(-h971oqC)a;`5R+}c(>AfxS=lltL
zhf(t0@8o^oDQxk({a)d9X}ac5c<?IekR@1Me&cuU)<*W9(13A^UqcT@hOCBW?~RU{
z{WP_nHn$izHyJdK`pA9!tvRoq67edftmcWEU<+*cz$O}2W|^BgjO6>tG9m%wMfIY-
z2P4*p?T+xKV>x=RBVP@V@G5mipEQ?YIlWJtVSvywSJ<!qy$dnS$&$tW&LJ+!DPG^v
zwEs1gsQdV@dRKWbYIqu9a%$r@(iYu)10*T5D~WCXu_3;KNc9vCYA;@UaMHZmdc^%6
zTXh~-G5Y7my}$G%Jf6zNY)xNhSIFIBdfY3;-TeX77nH!29pjcO)H`eQ<5O~AtM&Zt
zVjA7s)Z{$D<UH1231wOm7Dv}+X1fY1G)yfJ=jsi9crM>}A3hpL@H~<fNyJU(mf;Aq
zgD4~?t1PXNv-PrNcV_4yNcgXjO3{jy%<<WJVfi<0XJg^B<_ntaSb?M$xIv33>|4v9
zLal*JJ#+l;Mpz12$67NT_C7sLeBn=`g0C=MWSv7bpKF!To3j@&m!;{<_?2b0^eaRl
zhA9?tsLzAD$j1aHx6<BM&Y{Nlngp7$6<GKj+r}J&f3h3J_k8_y^GOFe|I*33<bRRM
z^cZOc=DLr4GSkVUtQ)<k!9uTb;fJ|#PcW>Zc@)j_@Qat>s9YLQW`y$gc0!&CccQ|(
z?>54;k>vQFnZ(UxBIKdWJkwLLUWCqXQj(CqJ^Gm{Fe7V6op)bBL|MEBEQ3!+uJ}w`
z@fo_}*mT8l_R7oAD~~6C=3$|T5Nr`Z`C=xex&KOYD*%NGW=C4A3#Co#*Vys(A?i?Z
z#|WQI#6zm+X-hjRPaY6A{AmRhVdGYA(HnJFkLPq>FYC(M=Fcmejt`qW_^B?wBJiCz
z#@j6$At7*Zo1_0CjPPz`v1Q+p(&Cf5RC4{XXPy6#AJAM<gB=Z7uk-V5`ImD#rV2Ot
z7dc-n`apkkavaEf=El3*j&0=8a3>J|+?mRxw2X^n3%i86kth-MXafOTiq67)z7%|y
zT-JN`Z7(MzoGY&H6rY)&X+}k!RN|R94)kAZY!k4_I<(#}5$Gm@#CxF&Md@eDvhWNV
z8SQRw8l7$H>Y5oDnduv8=^N>p8JTM78~bHRT;$zY737-d78Ho)DHv|kS^j$dgVTD_
zo1Ge02}bkvp(8Zd4y)L1tGmBpD=Nz;2m10hvhjOg*QEgiZkJduqlFT-FNSm(QN|a;
z7+V>RbdLPPUix2BpTVo~cmr(hJY)qiJ<SOPa8eq52$f)?SP3^q`&EVcSKaV`ae;i4
z2?l@1hx`n|lxVehiGF4>q+?AsU`>0-nP$!|a}43b;i$l;p`^Ikq?FO5JXgJ;iYv6n
ze;U*v4TwifLj1hq_ZM^jTadeH|Ln%}Q}rc`&{9kNbjap3Xa}Zz6hOXiWNxaS9AFs#
zxow=8H^_jq;|onVGx!+6<|VqgFHZweg)dt2<}*i)GG5Q77cn{|BAVF(wOpvc<r<iq
zP&Mx&$rNTBy7dfIxPKgl*7P`NT&BMP%yZvk$IEB{+RUbgVN;7c6ADN%aGtGKT|h^s
z#sf%DtUR6t^~D7mQo}T0I%onI4;jVa*|T&KcaZ^TzL4R>08KI=PlY1Pj_5C1lXf5u
zNhpn?uiDJuT^J~+kzyWSi7<b7O@nG~9oDZO^9_0v2JMBmDxF0`#X}LjWJ0)XCxjIh
zy4Dg>iout}kzjNmo0!0G5ewc%V7C<oW90|eYf1-mbwRbS2RN7C1o+P{G2-El-p@<T
zk?_Au2sR?(z%gs%mlqA)B6E=O7pI8gAz|1Iz`@%31vz5+Bgt8t^tg2An9~=NvjY3|
zdBb(QU6#MQEM0C1PJ-i5@)vHj$Qs{}d~t-~%@K-wB-Bby0H1I}PB@D>Bu?LIakd%2
zS#g|(O(t@}*NQW|w{6e8ChCdDT+aEfpeOH&OV{K9@(+}|POHV~wUK4^nJ$YCyzHD0
zj7*M2uPK+7zu5IYy77k@Pz&Q^L5B6Srq#1n3=BYd_xO%-LC3k3Kg^DQo;f}CvJrE9
z?Df08h+VJkPG5kCj&c%$EBW@ypSO;#J6XBUvLyCm9e^XDUHewM@q-oJ7o!20LB$t+
zGo@)}_QbB0g{y83zP_d@a~9sT`Xs`4(C6)Ke4joW&e`AR>*CMx)Z9h?w6wJso;h3b
zqNjy@LIJyLgQ|DFD4MbuGPD-o!l6@aJ^}wS8!*V54iuDlvM@ZoC5NF)$XXdZPdbT}
z*9WxysJF|o+*m}RZa^rJ`z_(AbVQ)Xa}FwTMwEWbW~c2uh|)-Dv0Xu2WT{nsL8{Bf
z!M-ujNL|xwSzh)6YSAG|D$?_W>f(Xc`6QVY-e|KFav?A#FVLmA{OwE|bD{=3IgsgC
zr9QJuefECEnz9^~DPu_W@Yyf)Enp3*S|wNV_%(qJfcAcDhY1R75!q@jV@`z36Vil~
z^}!1<Uf7msW+>sU?-vSDH4zepI1g&FKzi_RB2xW=DJ@rFw5_Y}ptf8g?BTR_WJCvo
z^1Jwi#t8D<Za##4I$;5aNFc+}0fEG`VXWbRy8JEW2cB>r9pE*P?GE%eAt8-YXZZ-8
zW5tD==CnVS&uB%*V?Sc9`P^ax9ubvlMQ#z?wGKuLphCoX((?2}&;eyWW?Ut3U}J({
z>&~SejYYUTAO1=Jz7kUudHCVgti=lN(hjkG=f7@*AC2AweG^FV%lMPqGB&1DQ24Ii
z|H;P8A_0k*RrXo?Yj5wKZ?p@XWVQ7Ql;d@vp$LEB;BD61nd>TAMU8jZQ$Cx%j;ln=
z(gtZihp5~StjyQAz2@7#+@vw@N_m~i^dtNnY=b3`JUG9WCp7va0>-@{qOSP-7M4eZ
zCW|63OwaF@(vLZ^1fw6u3^XKe`KM|D^<vso2L-crXP8z*iw~m*I5*wD{*JYOUdOOB
zp*Gy$6bu6ebCH56SVIIv9wUmhPm;0lHuA*={$xr{0KYZ$Eg-DiR{x<r!n5O=jNLBW
zhk+L9I*H3Lnh?!KDl?N2FZkrivx`k+eb~kg9}U|MDlx%5sIl}~1-Ka|P32hG#<vRT
zDrhs<rlJSwhhWmD8+(~#bY+EYZQ3~}%T{~f3CW7bkf1k0S$n_PlO_^0ksGDbLlovy
zhZf4)D+;vF`|&B8iV~fu+Kyv{h7y?Ov9O{>X_+{@-~Z5BdAEPZWd(7!zQTjT8PS;d
zAkg#K@38GJW3QZuh|~={mZz$;ns7v5>_W*mp+fnO5fK!8vVUl<#s6(eivEIcZt5Sy
zK|>SN`Ej;R%l#C5D55GL{f=sDQZor(j4j$PD%~%-v7sga_vZ})maipyY5uz+k0<a1
z3HLR~?xBF-1hR_iHc;$r<MHoiE*AUl$qhoqQ2t_Af2UB6P_=24QWc|em2eYO6M7GR
zTa0NP`JZrNm`xqrnE=SW-X0weJX-J&ai~)PvKFXz8Q=c!jr+m<)+tW)!p|1T+ux9O
zfu{?y+?b4;Xl}43w71R1kSP<MopIa5EL=rRo1HZ$o{jed7Xy?v<}N(snwE{Ojv5lo
z{8G5}F?0d`<epB2iWQ7GCN(i3M!Snm8Jrwrc<-y^<y$f`J$c`Ib8<$<hL=W1m&eAq
z<>k2)6u7UIbJ1&+ZHT-6m2jQ0m>snoVq_Vzm>IhNtGdBQAJ`y&ni?c`@<%16z9wpR
zvOje)YBMRS?%H4foGI1Z$tlSxi=L^Z+f#fuHOh>+fmKE2HY?X(*YlEv-;pqZTqJyr
zLS$ske5{Q8y1904!LP?=MHvP7FoRqk9FoB>|8~A%=4ehZA`xrg%6F~CaUSAko_sOi
zGM0r_bR%*HxT8y8*GwD^v-eMvrs>?M2Ij<@Dw5dFoW$-tl_aaWoLuFMZ1rSwf9dK2
zEv>(S#n)ikCMXW8K)J8$F^%0F6v<SQGy&_^o(~2%nU2q^8_Y5joDVB{AVD@=3_&&-
z4oc>)*|+JPU_URI<`xz`<b;AFZ_1h*e2|fLFLfJL*jT!~n5k3xcAgd|IgxXTt9;^3
z7Vo-EZFuiCzNogJ>eWsA^0<n_^sb_~*}Oky;FSlDqUse3p>q{r8U8+`b$5cy{L?{D
zR0tO6om?u?S(5{M%C0o`_8$$nu5fas$@(%p->aZZY+Fup+QXhvY@W+31|}6kqY-8K
zm3jviEi!ti^oDfGJkd-4&CQPoyCs)ElnLV@Xy}aK#<fZEw|Kx6W>U{H#|Cq|M<(UD
zty~o55S}$t30758x~LetDLofG)4paY{3CVt>dp_6TP%O#$@{HAN`vUc-$<eR0gG~T
z*Qq!M`k?V?wVQAE$7L;J=CZL>+Tf6v{$F`0^vU5(%lPL<Wkbja>rPaWn0o;Q*9ux?
z0-4(^!yHfXx(0&-Pw&wQ&nf$~-8ny=F`FTF)Q9>y>(Y0Ec)wL70`h#n9LjkNNV_3=
zP4iUYpidOc^c#nb_YNBkBdDtHzCfW9vyW=sEKxjwRU~3roo&C2Z&R3)Lbibb>mt9$
zb;Sin<nZo`r3OIA)jfD+b(1PWft|U^s)DJv96yb+vABz@*n=%JAG@7ET>6ebC<f(I
zHG@d*4i+01kR+R8%kW#_BM2Sl)0Mlso8zeIoB-MC)BO6@ogb=Ze`i%F?G|dGFK9Nc
zLZL>5<b)rY*k~f8w;`H>kGw#k7lYd|g!(l{enPX4@~!QO_V*BDts6?yS$Q@hBsJ_D
zU0vMV?N>L}*47s`))zvns+FpLD7~mr0jh9v#^<If(bfS~iAEW5DIUwnqxGfrl-`4q
z&-KTTjnTRX8z0pNy`I~k^qSWGs+47MN`KC(`1~cWNH`6s-dL(6G}Aa@c@f!>EP7{{
zZ$l5>nfeh<{9gIJ03rpOVNbxXo>0Ty<~FxoYiwiSgf{^-;0hCnb!C(5_ix_S#n`2-
zG(PzEGfe#kuhv^cc17*qd|B+VkCj-wm$T>s)(H%$0J4Q+R;<g;e<VZnTyq$y8S#v^
zz|eCSlNF380kn@DVXQSv7a{P)O<P|pVM>coV35D*-8(ORzDSp{EW^YnyC3Pj5J^H9
zXP!w6$dGs~Ml*oY;IVPspAy-5(**BQg|Egzwaq;uq%WDX^JL!B{z?uLJ8DLSw)^u^
zFcD^Stbc@9S6O*i=|HT4tGw*1y!<zeWX%{teFcD#jK}<>W|c1K^{Opd69{@<puGKh
zZWl0X;epIRzr%Dt#b%f%TTmnP>>I2a6x_zWgS)W@)3~)+uLEvYH3;)#$U!31=<lg<
zBnC9SvIgeR$pIO<hp=1sL+#M7dQs_u%`zjuxD8(z4r>JQSz|@u#$Y-I)@V(*7IYV8
z49>XExEd<q)uOf2jM)`wekLk=0O|u4<=qBw2HZ#BzJWzTn<yBYyUqqr&EQ9n4<V$+
z=5Qnqt!)o~RU#4v1)poa8I`9W`S@n!W8>@BvOi}tXz}-)wxsp~bH=ADh?mcV1^k%7
zk&VG2^SE%d47h%zhlKA%$uh*`{vOJ$xoTANGxp%?1)p`cY>M!;Z*t-#($aYnw_oo-
z&Q{NF(5>LIlsXHQIxA%dE0Kd@s6jDULQ_4%Z4?lBL<)Y>nV#e9p!d+(Qp*f;4-D1L
zRjIM$|Mih;EM61*SxmB6KW#YettQVpQDnyXRt*kqyxKdu)IYM)q97%2lfwYjo_Orq
zW^S>}mxP$iG0moA2#g`zE~Vu5-~$p1`rE<hZkMOBLkFSLHZc*}a-^1rZcV!0v(Ft^
zjtDz>T_w8ngxBx)vVTU1E`RijpLjc>ELr~I&p8IMq&Igf<EAI9f>=1={<(;??7H#$
zv^Cr}F~+1cz9)f>Re!68`Xvc91%k7O&DvW%M#gm8?UeZ`X3;#*0tw>E4#FvEoXSDL
zDu}ym{^X4%spcdE60!24DEO{&7#v4l0AK!wt<X6AJvl4}B!FS7<b%A3gOD2?8i|NN
zcP^?e=@TISMq`!GRHAIyF+!V0qVCQ2iDD3a5dmtd$6Xt1S)~tE1&#yy;baK$4jB@M
zlG3Hvy6n8``GqxC-&rmH*dR+GEx$gJ(HA(~Ip34rCZjI{a2IV*6j0Ya1LSGtb!_?_
z5%~AuMrg!UR41hcC8SPcXBLB_)FKSI6JKb4f*Dh7W>M3JzjSE-L4{ev#bmC4wj1XV
z47jR8!rN5`BiT*LD|To#aNB5VK?0(lxR|YQeKo)G_Wq1E5@6U!E%$v31HIqD1H{?F
zuPZR%S)sMv9kNjS_YMn--f|!U56$Bou&zogFY5IdIr8%eRuOod@P{V;JM@YlSOA#K
z(khFUM=J3}Q-@U^T0@os)asL+s(-$8PW|~34Rg<rtgTkqVT^?d07Z|%Xf*4Gp|Mf%
z!bLW)okKV~v<oGB1lWCF{8B?zBB~XpeBHint?SANH22(qU7?|kWFJv&H~#Kp5(Bms
zNG+4(<XoO0Akp3GBLv3-!ujE#txc|_0brdulZ}9att5cuCL%(2Al29^weqds7|VAs
zUp4u`AYfTc#5|(=h9rsho&?LDMuon7X>+TkjVn#RvZAD<xa4b?+OZor&24U6tZ3$1
z!#-+bP>b@Gf*&_T?!ufellxGKxzD4!Z<)bf@7<*y?x8j+I1<K=>`wC^mRz8^jqM#-
zBY>IyN34xLhH~OCMHoLi*NXTMpyb9cWG5Qb7|JYxm9>TaOaR(%B`6++sK>^jI}v{X
z;WxtV)r6XBvZw!xeyO0wc%P36RB>BGZ|kjRgohv0RJ^53feJtR@-abR52dzh;UR9e
z13T$Nl>vu?{4T7=Y0g^RKX89TRWfVNs(vx@0-3;G*o*Lg;rKT*dzrhPyCAaHQYa-T
zXKN5|N$*>+mpA6q`#~Y1lu9W0y7w)ykAnZV2=x3BWDE}2umKP^qS2#h*Ap0ofpCq+
z%&xxvp^p(?p;XOQSO^xrV*R8QmPcvoYWmeR^ov)RIRAS=DijJH(Lgp=rhL*}wGO8O
zF1fJ@)))%@ojMWXE@T057ylXmq@|;ub-Uba$6gppoCiUh_=E=;gwKa_ghGW|b)aTY
z9ES853OR)PD`wV7N@G|dm!L2(lU6WXIyH}_`RdR34$)?lh~yjRIlu;?kP%HDZ%y(^
z$H|G9foLe!4#^L=hZ6+^!rw?e4uu-#XvII~(({8#g+@t+e-D2i0*`ql>?Z@x5&qhG
zy(B5TGop2^cPTM%xax_?!wQwVg|7#OKJ$UNM5>X@SFadfuTFX&VEMrC<%?U64lX|4
z)%D**DhnhE>n}FcOE+X>q!(uw6=xO|mw(TW^bC(G8C73)v*i418UNQmH{z$s#H)?$
zCx7ys|9p3LEp&Fxb#}Y#?k4W;CgJ9G$t7R%akjW~L9eUyfSbgKBB#?e&PNI>nTl)P
z`wx<8o;SnD`_Z?BI#C|G>DgnC*S*b|6yT9Jk%<BS1${Tn?nHeb-k0#koB#USM0#7M
zaJdD>2h_IrocOvC!<Vp~%IRJF!z-{-BDXO$+EVV5NnNyI=?7E)dq)0Fk7ufvYW&$B
zZ@tS8MAocigs&4YxrlQ)FQ*$8Zf)&ksduM(OTOTuHf66V6Wl2HqD}Ep4dB=doDe=?
z>M<c~<g&cvQlQQ&xC$s(49*=K|23_P<f_6p@xSf)R5n`OLU#^O0}IEJ>!!O30GM;U
zYD3b3vizswCnlP`^T!(~6(@mI=rR2z88Oy<&Q#m%#oY5WN^$4q#QN}srUZme>~*JK
zKZ-s9xOVMzJs;PSfj*Yu{zAnGVt@VDwB~ShxH0+){fYuWWQ}LtM4s(PYmnYBu_<x5
z<6k=Q_U70x_7A85y(Rp45e2sJPl5tRJ$h4)*31(H5wmP1fAqFock(Ycv})*W^{2hs
zu+n+w+KzhC2-~w5RnTL2j*raURVBgldYGxU{2<$J3?jQO7OB?FsKoBbb0}uX7jPDk
zfB!V96UI!!tC3*swoxH-ueS7Ni);^|{96X~yHhh%8lciGm&M0mgF^rVUtg9DkT9HN
zGX2J6y2M1_A2f^Ei@AJ^&|R@M3)`r?w^_-wS<19ges-<GV56KgXHOg}o~m@Kbl-iN
z);^=*{iDv+$N&E3f%M#8lai@i=Y;!I>46kWp@|>USADDBoWi6fc3=P&5R46<TLuE@
zerz=ROi1`nF?!K#Tox-AkAO^tep4>B9dRDjG%Sve*Wz7cRpt@5BZa;NmYf96sG;lm
zRd%udcb{|h0r#5-X`WG!%(jPjk!u`tE7T@uSmgw*s4Zk)VeUNz-}iLN`WJ=SQRsY%
z2S0yaQn1XRySGb;)9<!Pr8in?7}wG++tz4S32f1~6~H+XGO^Xo+min@d4}kC|F){)
zNk0xNyBgx-_WX7g<F2d66UE<HcrpNw>Ym~`k07HU+yLii=dk|L?NX1jZkyMhy-K2b
zvFX6<t-opEr7FM04S$G}*bOl;h}aE(Cob+A{)#C>9zJ`X-ll$45_RgId2yY(;g|Ks
z05mqE;@j&${}ssbhZ`)?XZHsHu9vyhS?rt5@CJbNig)Mt-ICG2&z-|=NEh=79?!-8
zjR|(wSi+7&V+o<A9^%{|Mrb~_f$M0Q8=09K>6>Hl-1qg|_VsDX1ObV^7jB-1XFM%n
z6%vxOnmtn=)J0`7K^vIEP0&kWH@L62#kZd~ZM|^6BZ~<rjE@NC$%N;{G~sinu*>2}
zTzKqYx$F4&+r3_O-U&;szw}EOx>#6PG%SuHLM9ZXg!FIJR`jN<l;tt%>Euh~OFS^b
z6?30Ci)zjK(3(}ULl|xzU!o*_o&FB4n@22M!7N_UvilWZTr<z3XH#~YwTpt`*@b1;
z(J(h7ESw`O%<}w|D40CeLm03j?g*lT{Jw<K+Q413EBezW$sV}yKEUoe4K996Ab|&D
zMUUorljd=utv?_gKN#BRP*oC_BGBinAm^(j%_!9&;Sik1mmOf0uK`1-9FD|vbD!zv
zHrU_bYn9~tnNuV9I@SPSd+CH4g|2X9@X}@cegg+Q8dOMp!V)6jo;tu^)COLw4>Ct#
zKcP6lHAoHtt>`eQ_CIOr34kS^gY}(Z9wKOIfStm?4ifk)c>1d$^nU5cL@ace0Nhu=
zB2t&q*gB!wHiiHy432*W(!|R)=fpO<#)_`r6ZvB#!f*5?Y4{&$$vPL4S|xThTT;@Y
zP^cV`t6#oG2djMD8<aX*M0oUM{?5a>gsk<Rgd{+R!+%q}AGy)<Z3prS!Dc`m{PxD}
z?(25a+sX04?#}t0B6J)o?$Yv3Q{kn-%1ez|$VOF}M%DYo_%Ed1Gkg8aJJJTnT!dqG
zTsTwC8^h6d!svxpiWhIlXX)5JyYWNe162DZWj2Bw`0-5O@e+M?HlBe`2l<mF-cdKs
zNzX*<%Gx{QFTKJDjAWDohm1nJ-K)0St_(}S8OrJGZBvx--zS(Xj3-U*LCme}UKJ3?
zkRZ&*Fvxl%8~GW2@-e$Bxj=*>YZ9Xl-1zrizn9;EIehfue86mSyqq*$UPD=o49iM-
zJ5UinJ7XA>k-J0POd`DeBQ!Bb8V9Onm;y?D{CLCTWO+#aKFqtpqiQwtmN8nuFVJT`
z|4Yl3)Mt<#<<vw6Ihv)Rrm#P>{afFFC3up+eioHZBo0q=gMyTfPgJ9*IIVv}sJp#^
zo&hVn_BS*vlBwWjSP%O%3aNe#Q4ot&A|HhIq5!RQ6YIOs7}<s2(mxj@tG-8!A-;=>
z2ncwz6e}v4)*n$45y;3a=V|~SrpThGCtujHW+{}#pTlXUJV9n@r+{xMp<|Wya$(I{
zUm9thYEIsX%4|rrqDo%0o-U_eYqv^2AX2)vq*IO$K>sw|w^U;4qP3=G3Tpdrn9<w}
zFyL^)2CPZ1WBv9hD4`$0l)dq=2GmQc`@0m{c8nM5VJ+mBbbTP42wsrp!!?~CJn%s1
z#oz6dpqKBD5mdq<O3f8$CK~hsDTDUmn~mBVah^je30S$RKBw+6;CncC`Zq8IokBeZ
zNn(L2YAzLZITRUc0KrAN4}3a45E4QI_N6Wq^j{ljoo2Dxq)>yDWud<e$EvhILzSS5
zrHjAP1e3M6TeJSec8Ya;)eQ(ZE3!bk!O^7!<Wyfdp53|h1_|sDvE+N{>q$CZXxwkZ
zk8#6_?mQu-gX~B%4v*GmI6sUKecOtt1fuV#&a9*GQIX0{`?~DT@%o^vq|`WkyXDUx
zQCV1F;k!D|CmZ{K)|~fl==oXT)TYtLqYVDicM(=sk5khy^z_S<Qa!pd<1Hhibv!7~
z7cUVUt#@`I<IuB1sJw{!a+QP8q+S$hhp;>}mY`#0E%3t4mR$Y?(+FEaM6uL8f4<gs
z)U>)fk6?NDX$H%X2O`sTha3^OS5B;ecZVkkcg}^{##|bhaPd(6TE&eO1mD=y<JEN{
z0;ts=0H$UZ5!!q!5CGcZPHjp7&kDO#WhTFFu>9p7SV`1<dLr$oq$bY_{W!!)t!Ka3
zbo#4CCbYrx=^yuzv<X_Hli7cqJ$PQP_b<jD;YlqG4%D!Dgn}Dq^mIsdq+tH<UkIe#
z4LSv%b;Q{##L=?GQLYem-h%+$gNC=?aAq6t+pYdX0dX!j1w$Y32wV@pzhjY9hUQ5v
zB`<ERnSBi0d9^B~8nJ`vuB2T(Mx=B1HoyAx@P+>lZtl<A3S#_d)kzQ#pC?SQyr-~$
zb8WY<6AY&?<@-Qh_CHv3?c)#SBJEQc33fw&?x8K!_V0#juG6el^<v+$QQ_rOzvZ><
z`;GvYUF+fYe6xEnChOo`EY^9p((2dK4TSM4Dj^uYhjOkxHBt*?Q>(Qr7T8+n+Fa-B
z2K@GQX<zCJQ_$lU{zX-)<2)d!<|$0!X$4dQ=}bT7m$(Z{jXFq;iU!&;=uT5l8}IgW
zPum2MP#cjDY|m8N$BvG+j|BaC_$%u{3bT^}4a6?}eMvL?k<b&t+Ox%nCFO@D#fKH1
z=m6mAd=}h%tr6GE8M=h<6Abkbe*iUwXOwxJtMF=bfNC*?tRtHRszTDMd5HZyk;3Pv
zCuZQ>haP57#etiOaHxy|Yl~R>l;UWIBFlDWtG)Cq6n|s}N&l?Dc|&n+n`Z_#w>=CV
zdqm&n&0{fqtc5AF&8Q*CT59|8v5D*RIEP9Rjk%hVMHUR%SwCs+Ua>2AZ(nM(u$M!A
zsArcdU5!-Flr=KR8;e_7@80<-xpP&5`D*T)64%=$uHF0P@yg{R)!yaR-rg_v_m9p+
z&cm<w^|f8Td?7zSGvCcY$K|q{rg`-Hm6i7^-`=mZzh8N^uyVYxGWmIBJ!B<^@{Q>|
zEVAuiFmvLIp~U3T?_;A*Ak_Eu=h@_$BGcHAGu+<;(M0@zLS>VTg3JnKlP@E`S>@|Y
z(f86{h`)D(NY(72U|uFGeCkHX^BPmr`!`IT0FEQ68^L05gqe*lusL71X5jc++w{oT
zXE`Qsy)9yLzpTb+vgU{JKKH%#tvh-C$b!wLwaK@v*WQJWs&N^ghJM}=PkZB})|2KX
z8Q7n>q@1;Ihvj<0U#7zGW$TI_jNeg<!;goyLlZ?eyHRavffI(EoE;mvQe$9Hj2Gvh
zMcNpJo(t0_U7lR`-t=x|#DxFHhc0E|GDq-=-p9}Gv?PSelQCOWG|kZuB>g=Yf39%o
zn=@z36UmU@5IL{&6E(XEGK6&1C1A~|hwg`p$PUFsOSid=+ogp&?fm?65vdIvnwp7c
z<D;+Aw^S@4w3ixt-^YAGnhKv3XlgzIB8`8v%h3x1XGkiK>T@=~Xob+%Jg=Ojc^DTL
zi}o8>TYMFT^dE{&ar&de{d9cPe?)E|LVj2F)|M~*$ov}#yFB%JXz@1b6$bhY`dP=u
zUYzvfLy^3DSyjW)@sF<04U{{J>ZF;cn}|UmbQL7*0dj^2=P`gvWlK_vdvqe6*8Y-d
zd(A&}o4#5fo_ci!?@`gj!qI^H9rP7}Z5envekS><$Xr92TaDu4r|EuQY#Ws*<T_$G
zI!yBzy}bkb9(?l~6V#RI2;%yMDg0V4*<=%uXZOy$z4yU;Y+^}7N>R8#WjIf1I8S*v
zPjNU;h0U%^Cn^+Cc2?DfchsG8lIC@ax0sZ^-`ilY6@v9(J;fVQq&vnfS=O-OlMV<#
zDuhz-VVCy-TS-w9^sM_GNtrv6FiA;YNl8Vn`y3iP9Um!pG!oD^<HKSz!@guP__f@%
zb9WJMZ|?tjsd5FO5LEEcc}%PhnQJXOu_CstTTmM>Gm&$su=*)9(_`a<P*k~kqUv=Z
zT(ue-eG1)p#FvaM_5{D0h+nf_xm|xrpG?PDsEvFolYIHu{bk+$Q-0yfK*oJjD}$D|
zZ3$Zwp>GBEQAJG9qnS)|SSkN=o<5;l%&Po!l}ct76v7P+Tw8y)7WMAcJrvKG&r>_F
zpCo1=w(1zcgM;e;EevAYD2j(EVyLm=iI41E*WIfH&+SYF<eoUWE!sG3t*y-m(~2v-
zi&_#CqI?wk4=M^+d{XZo)JsRv2}u)!tUQ~TjL{q}Ci@J^mLtn}H@#SOOJ)pYwBv?p
z2V(}{r@MIQ9aW~dKVtG3^jQv-D`8}jcdK7Na!gDot0OcP3&`W!fKU7x%*U76X1Hmf
zt!1F?Q(NEI#K_o0+t?XTAkf*#DXjFW1Ty5IWr(F^d_jS5K>=}d(=gSlcvj<eJyo1a
zH;H!mc121|DhDZ2ab6`uO`%$XMO1d!`%Ds}5e+RWYku$fWqA-j0k!sB%P@KNBe1sf
zs!UDk?)P2ctaP!;B0>+uNBrN&s?)7&Q1Q1cMdZsx6T%LGDGt!kJScF&KUhQjNUrOJ
z;U(<NPM}gHRrMBCon6NQiAk)t>Pax$ZL5n^94k~2AV6Mf7i)LiW7gJHGe?4H@Pv6h
zsUIRO(t5`y^9605Gj)yEk!=BPN5d}xJD@>i;UUZ$ktTXv2#FqtmZgM<4aqXJ$h7@J
zjofJ>;ZaNUutS&x83M5L7sgvYQ0X|~5oo`o@3nv|{pU}XD9H9R@;g*SGMs|f(EiBI
z_nu#eEUbE7iFrelH%=2stx&%d3;_f8|Hh4IbfB}rU1yJ{W*$Oe?BQsD+0f)kL5HR@
zd}afS$mP8fhsK}*OP~GJ&jr;hY^qmdf0PU!{I{AevJ_27g<!_7<(wX^Q$c!IoM|^T
z;M~syAO*4@;_F>Ytt^Fl4EtEl8<*QrIXCvTb)o!0tOiUpq&zD90GEWAM=;R`>~Nk%
zk^LP{{MYEw$l9HdKqd_3b~DFv3@%=-d%Y@pGPLOUYq(BQ2<wavScDNTd+@c*C$r-<
zSnFDJA+N-6Bo{kQ>0#=vQdx=pUnA95uce^lq!i*W+paJ${3B#Ci_UrN_o9p)FdDkX
zHX%BU3WFe=CxDK4?GGcHNEm?1zWpAi7Rys<s719ckw3lp;MF`L$7}TQZqx{O3V_Zp
zs7~D;@cuA2WwPH`pY*oQ``xCy9|ir(i2m}x*>X$1-?djN4v)42W$y0PU5RAnp?B|x
zHPp!-Z~n|U3`gq*6e+y$a$9fN&wgjfjARQR7@`HgCm8L98_?m-HN$qT;X#R~8{;wh
zIE3j%lvNVh!;`WyglQF8(TV0arpi7Ke2H#^<sA|KZl9`cMI2fqwy=jJ96vi`E?IzV
z^O&?UJV-FYAoR{*dw06zHK90kuh6mGQ_A5kf#&gip#h50rAJX5ybpTzmFEc!LMSE*
zX{0Nx@UC=__v7tCD5d3Ne4)=8qW=?_QGTKR*W4WTpaZgXJO!jflRNAWuYf#>?(eL~
z+cCQ+wSY~3d`Oi=D{M8W(HGHhxTQZ$`vutf7PAS|lizQVa2iHbR%m4z_FViB_6|kz
z)nHg8GDo0OPEw(*mfA?^6wUhhRmw+qagoq@er=>SgXiY?8mamkeo<MaATx(P0ELmg
z2oHcWLR*`$tafrqHaio=E(`FEtZ03G-N2UtJM6&b5)5GU&&y!3+X&P_K9%wUX;O)w
z+VERaLN-mWrcq~S%y?^xRRZk2m)et}eaCd*y$wiOkqTvWos_JrQCoavPbC3Buz;Do
z)<4_PIG%$HS;w03jfW$^yRuVWZWXKRXM18&C2!o+NDrc;3$+oIWwf^V%E|-y_-b!a
z=@>Zd-3tY^X0;5cNJLPv?0GWeQuvpDQho*kydZIW0WD*oPKWo5qtFu}a^Hjh8}JMI
zw)In6k<wz1xktk+zVx4Y7}#c(`G6KYht89_oPRl+H<e4|mgDU4&)U80Be(k>`lf>e
zH-k<fZ3eQ;{ISqe#>(B$TS$*ck2}Fcr&%%}D*54h9e44KR)WOU)A$p}gqezq#>_YV
zHIqf#L|iPRkIRZ)6`d9otkukBrwXn!oY+=;DOqB@cqFsCXHgfQ|Ec^_e)(lPdj?P>
z@d`!%zl^m;Kif|=ETQnbHbOQ%<=)54b{OZ08Ew|YlY8L*K*jUe2-1WiKlk=T>_iBY
znfd05+<)|o2)E=v=RP!&jKeUt{U|6n#1PV?d{er4>Gs>X2k<mm0W&rImsb|vHMGIX
z7guYSUH1?~gvS9@fmtAEMUbXWZDP65m8Zf(ZKCt;Q^M(|J*>C8fjF+$r3$aU=|w$^
zDyaVUe^D51jZ?sXmyZG%IeqIJd=6^n5qBG^13LcP5wpI|&^mp5=a;06fK{!60@lHA
z<@f0#OpX?O#9f-XPk7c1TiXHb@=FMjJs^-MQRVy1?VV++@SDiS|0l0i$X*~~r#VvK
ziP{jz)_oDDgsjkVu3*4He1}jr_(h1m2t0twpjS`Q4n}kW-5EaNYB5BHo7?^V8*Z35
zl*{J=jY~SPm0Y7D8e~VY{3I^j4+KsF3k8FskZ`GkyI+y5BG4<a2z9^7@fYUI+a(pd
zB_&yC&0usmC!7gzS^hvygC>;DiZV1o9*zHCoT?#Ra;pyUh^;}I34;6DpuTKuD@%?X
z9#HOK;Ey`rAZyLILn~qZX068t3jwSp@H56txZgZ)z6J*`H8#ejqfI=b&9jF?L!E)_
z3}#WNCN3O0@>x(M;`15$ScAvTqT2XBq8M*O+c;->LZ@y-|J|sOtk&fmwjKFfM>TQH
z&rLkP)yUs5`j9U<a4Wa-PNCGzLaFZW5?y)H133kq1=+)6rpv=7s|v#_ildzJBisrj
z+}9L&LS#H0>;><*Y1->)+Iwr-n`mT;6c(#h#&i*0HTS-vL>$-d9Sc|nR#a$U&QT1Q
zDd-*HYSZ|L39fQJ6TuYxt48{_1%_F!!y=Q6JFp0}!770E81Dlkqjg5kBZBEX<T4O!
zp{J8@(Mx6*roO&m6^C+u#`5?X#QPHVl7OC!(0~*mkOhwD`t;p%{9C+NqxyW`H@6El
zon}n437EmidBbjuYOtA}_<8KdzRAf7luX;tt6H-1=_+4(@3rmFgyIMXgLZ&fiy6A(
zS(Yu`FcjrM^XQY~rxN*0(9zhcW0^zP{j<50o$G(G2NeO;ULEfoYTigpouQ514f@bW
zX)!&VA)zhQ*y~?PD$&{6w3=vKT}b$gl`VbWKlen(OD^KH#Rt{dp1GRO!i**A9*9f1
z@h?K^JsLbm{7YSRbs4bXk%|gI&M$Yg&d@(#c)%J86accy%~cE`Cy*G$n-xuu#F|+q
zZZiK?*sxYK@kn$h*{FcLZiPy-1h}l2Tm_OOSi>X9bSMVY#r6){w~ARql?wk`v&Ro5
zYx>kt6e>#t@4N%fMabh{3z)F47yNAP36fhspEXRJTl_>)cmEAM0u+yh3%9y0LZZ(s
zW|f6qiblZMYmmcA;RcW1ej>S_K`Gh8ngbPG#>ai`R|ep%OR+^ns_;lFDy8JEhIptr
zG`Drp^h~E*uHO!9bX#)N^Ny(}vuUx{2f3>shKxQKS{y-gNqAFRNFsKP_TUs4Z4Cl_
zzSmFbtWe7+&mRJIKFUz4ZRMv2w0ZGeSb?c&!KkSP8Bzvh$u#{zrsPQp`obZScZB>U
z?+Bv?Q1dM-D}o_K=L4s5S1qPvF6X%)RQ=p<*Pr*H;JbucZ_^z;+eHOhkYG=|XGfb4
zOhpU!-PZ*a#4+$~dX82unO4+a3;A)oj+nG+&fXTCwUBy{G-7<Yy#-3Kv9}!nQRc~M
zd}kba*u!Ujo<yHOW<kOygctl&90FU+&}{IrIqEVIl0qxf%3|_hr4_|rt56OqYH_*8
zm2$hy#iTwQnPOdDR#9G2Tv_f_R9T8)53S->b-e@OmlU&*yq_ZCSw@dDcv*czJYdAo
zmIr5;oLrYx@;trVGskypXRWd8_cnX1eTSG%vAS=%)8`-d>D5o&9d6w*ysPJ9o-JK&
z5FZ`OgP{sbDG3kCOpaY`ZQ)GSZ2FFW7n}SpR`TuJ$}gprUt%li+d5)G^xqw;vf|+X
zutaE!i=gj2XZ=Dy_qp?^Fmu*8A&w+Lwis?9BMwe$F5re<h5hbC%@7yQR~E0k@bSX+
z9oVF4e1V=GIRle0^f5K8n0scTx)G+U!Lh$&cwor%!z-+dTkt`3J})o}dpc}KzW(ys
zE?|bxjFlM#d{*#e5XAua@(D~ye>dMEb9Nc#(gbu?oF@Q?(MVyg#saSku%w*h1RR#E
z7+eV8jH<O;sIw2tft=BLGM&x^y?P1*%wSfw--KC(dmChTU_x}aQgL=5Hg#Y!er7Z1
z%q9tT1!Vh>j*cN_18~7^CM@aP@;SuN@ZHQ*;hU=iz{(Xv8h%m?z1#;x06@<Mgr2#z
z|2Y`#9F8V`VF=;Wlx4^O>Vu1Rz#wCO1AajT;kOH@amXUbdzcGOO9_YO*8ac-JQU(h
z4DS-ctP`~q7K4?ALm%Uy(wfZL5hZHUUqiSx&%YYGcs&>`|5ZmZTNAl3`IAir&3z?S
zmH|(})W5`Pl+nL?iKTObCDDgX;;+}>ue+#0n7mIJYEF+P>(z4pvG0d4!AY`@w*Vr@
z5P`4~%+CvNBmsl$ODqTMY}(7PFq{Sh)0Ub%V00tDcyv_lB(A23e1@;xjjxwy5EUsB
zQK^zp_<B(zPg?G?uyTp`wVVf>k(xXYHJ>}%AAHSV5Xsh0`<a%j(g|(7={afU((d<Q
z#kNe|cr7azjbvI`e;cLnAp|X@kZ_e^P%&r>SOw)R60lz{I^{^XeinEvBG}Z<ksF+t
ztr@5-^z5rnBaFvi&hUfsgAdmpMBTw-6Qz3+FAu1hf2<2-<+)b<$NNZ(kLm6;&Quri
z`X6<B0Zwg!{<%UM*)OUJH;bvS#8~8unZl!bzF3X{keQB6t%4URvO1$OD(a!NfWPm9
z^YC1D#j%U1_s~|)$3Pq%*a&_e0Yw3d_p{C2#nLoHGF=ea&td0FW(z_(!hWUg#Oq6|
zkmIXMp$KO(;6Vk1Z&!f{+Nki?cdLIfCm8^EETBQ2ZEZRfW7J6GsZy2;4^WaL4=n*P
z4jKfk%|Ce<Yo0_c4M$MB0Zc;-i2zgnqmf1g?^u7bqB2p5{nys9RUO}Hbibqlm>8I3
z)UQy9v%ltMuq!8!Ez0)73>FJMg&k5CJ(o0=#KvEBY@SYiIi!-;!Vp5rw9_`PIZe%?
z0Gcd`z8eAjh~1b9&>N`1UD94lC#}<d2_Z!JEvMU51v8Qjs`Vpw5c+8(xG4N^X8&)U
zQ)Yng)`M<F=51i(>|9I;60|M&2H9_Wsr_{!z+TB8E&TBZ1F3b@_SQzD4K+@J7&)8s
z^|f9{15OFl=Z<uxveZkL!avGHAv85mP0w~ZSL1#U+|^}<hj4(sHK!l)(}LN<<A?Zr
zjOjF~w!~m5$lQbfaE(jA@mE!>MJCpj8+ISBos-)th<rvPtuS3QILjJjCiK$nMRW<U
zMcy`?)WSz3C_+&rD0pFiB<6ksq;C=ORLJqbQrQklYRSxg+WqKo#HBNodY_9C=(ZH^
z>i{s;Q6s4(IoBQlb!D)A@y7^89KuRjg|ah5<X$BJ?{Z{g;><ud;sB*jwngP;0J)NM
z*9Ue>)n$4QYLy_K#k9$oSwQR70aV-YBkp{sn&eKDym6EXm+z{R`x>@!A#Wa`gadez
zPOLt)trGihO1{&t3(fCzUqt-p+T~BlImK@n(U(|H_MJNDoqO{Gh#*iMVwsw54_$k*
zBM}`w57*j(?e(DcYu$b$&N6Q@!ittBYr?t4pC0uySlf<|II?Jh|5H7HF@7xaTxFYr
zKW}n`)lBTaO1tmJF)17i1B~ywHG)+hvcJP+t0RjP7cOXDqq-kKe)KxI%QQnbrYhNK
zEVM=)n|bgR9a+`EGfVkEjBZnA!k65_Zxyw9b0_9Unq&fhotGjJ(LUxbr2N8*2%spw
zR@RvQ`ns1ZeetSR)*AZ~63CUPx`0RfZLiy02`hyWy=pT+{M6M8A=q)uKLii+3LE|5
zh@h>%r37SSC=RpQfM4ASFExse#W!~~&Am291_*4_3Icn;o-lxfiI6AJ*#DjZCmxAj
z5@4*$V(nI4+#!_t<u%}AZ8;Q5Zn9{E6=)O`%sSfH0IGVuR8WC*cmoeZKNIp&;By~C
zCFK)Um6L5HCH7Dxh<GWo1!(vVtVYiQo6mTUApYD8&1XXET#>L5O*n2oMl#%n4B11$
zaUR$9Va-Z_d$*)2O!*Bi%!aBd0yo^W8WNh7OAMm}5tjvfq+Rfu&^WEulVeYYn6<*2
z_b$Ds2i;S~L0KG`LXhAG(3)0-kUy+EXX37t>Y>Iu;H%6T=lO&q2f|r8IwN|kzUPIm
zZM2T3ELBYphX#1x!(FVtnS3wr&gEN1@s8hnO0GF5PwuF>UB?xCmd!6ol+xC7F?IV`
zUm%iIf2A_xN@0dXVKGy}(RjM?3h}t+&Ghk3N=->h&AmX&Gw&_$$C+3sKDZxkn2=zV
zkZhVYHsav=2XG+qJx1Jne9Z>Nu>;GAGcV7%oA20<6NiStYjh&HaM;FZ=A2*yVY^+x
zbDW)|6JNng)f6QY)I+eHlUe;C*tK74Cq#tb5ypHdBjSC_CG6mRp|0%Ikuhnf5y64)
zsC?I|8#5m6k6Y-w&cQAYTSw$$&*y9ok!r-^%JmtHQH%HYQ|>Q2yxZw{nwjwFPJt4a
zb+Js%;~P{WFi`J2rMKARpy26H>7Zr<>U`p<8Y{F8Si!mrvyiHC|1n<E7MSUN>m1|G
zx!*sYoU=3)web-S`cZCEugG#4d{i_-daHMTz`=F7nS--}T<<wmlp|d`5y}NU#v-(-
zzg~A3JXGQ48Vn0_|8l|oNU(BTL7i_QHEjPSqp<S>quQXUbF;)~{OtL~i?~Q%`Fc7c
z<X~4zv<M?s=;_zrKd$D%+_Xgh9GvSrxOfm^%C`A5^pZ9$SOi*gVaBXVeHYejxin_)
zuETZRFT;T;<nIkXj?$Z${+o}=VH;y-x1;$G7Z&a9UY=c^oAFcgjND+<ac7*^-<g{3
zKk#|?HZbYb>5`Q=mqs}AvFde@V;`P!n^&Px<2tRe-7Wk&6N~b|t){P6x$ZG>i~`lS
zamZg<#R=lcHtfbhUd8zAEXn{F#H>}!yyMjrp1n^+TWqWzG=zy><b9w2JDmDp`@+0T
z=yR9)$CwmDk^T!YjB$@N9FmW|y0tG>@V=XHRC}Df9qy*GQ{*;zeX5M`<asAvVG?4t
zSvfT8{-t_A$4lmVAa1!f@;D{(ScrdQMqv$mQ{DB`vsd@gW@7XxQcBq^M<OR2nEzR{
z6<T=F;0=%TsJ5v`1Q#;oPAruWF5DBYIZBfS+|=;!=(OL6pT5=WK0n@2n=Uv2sDJ<i
zt!PT)EVZdQY9BQ&A?0?O_aq?yN$ur)A_Az`07@qXJ<moa&H=0JE}XfDII3)1SH?qD
zq}^#8DP3O-?1P6Mh+_Evvq)D|BSiKrY`h-2%6ce17Z2dsX09K&KG9zDFCln>8bPP+
zCMRx%NAbsyS`pPf*u|~S`4oHv`ia`ph7_zvNkvs=ba_#An9?|!$zX%kmHEY5e)GFv
z%H_yPxw_m)l%7tDj1Tdpb|Ti+rTEt2TV;^&A#CGoCU8NSB3`vSkn;HeSCwbRD823*
zC^VlKpO_3mjZaR_KUK26bt+{_z9l8-miJH=G2ArTF`+To!pRBmB6g?5g-QhK_`lf3
ztsK8jl};oW-C#*e5<)3^I|l~%d48weoU<}U?~R&1kK>YGax`&tzHLAk!<NR$o&DP2
zBEwM!`Q@t`FF@;qaKDEEBfd~Xtw2hxfI!`b`0QH!bB{gm=USZK4Csgp-I7SHnd#;k
zbptuxKg+Rei)rhKuPxAs=<sRMT5~7)ed5<QRdMTnKq?)8bqn7bON`S212GvS`dwJI
z$~?i;+nk^JhB4@7kKHn?dgeHww|0IfL#&X8jOzhd7Ruc~4HDpAD*I}5guyG60@wOC
zk1ihqGe?fruS+-BgE}L1!9f5hZff@A+c+hfOW+Ihn<2(FXAt0B{D>u;eZ3ET?F|9!
zi~u)gH{EPME!wKxo(^rks>1S5-Tnpy-lnr?y-@<;UkX=YZyvn9b@2M`LDcPoc4!2Y
z4Ea!WUMAH2Dyt?Zyc^7iW91ppu}P-^0yluYw=fHYK(#*;u%FS$Rwk(L+<DmCBUr;D
zecHdQINE;)$X5FNJVsjdHz<I5e}jbD!5Q0aodf8v(}FjlD6TnU87_Bg!0RZ1l&`1q
ztsrh{k|kwXFj>%>%+Q;wMzV2$lKn_Lp0`P}>K;(I)4eG}hngd=gn&vy=u6`@kKw@6
zfP^oFr`H-}Fob-wL9%LI9|qBZGNd96KeUyIgp-Tb!6HDg*ibqM7w$IHUis}pnLS*`
z^q%kC+cJN!Xa?|O;7R{kh+5E|lW0$sXGNDz(Y8sivE#9+!x?v+$670a<+J_sh(X%C
zJK%`exX-b4pJ(k(i%b=kbl9oYiSk=!JX(@GWzxJT0_yn^B5ALcv)KHYz4_1kvtS_9
z?DFFfxZvb?K}2Y3-jYV(V{8E**sjPx@nMRB`Fjo1BxS1)*9_@qqk%BK?EuUfj#kh$
zR9wFz$Nvy@=Fw38VH;<RX0pu?QDMfGC0i;f%Zw$IEXkIANr<8!S;CBc>{+r_wjxW`
z3fXsxP?BAC*#}{UG4p<V-#^}SCa2RmIdjf4^E~(Wy07bV4GeSl|6Hn^<<21V{^;)g
z(bWsoXp;wXw`$?BUA9*N&og#df#q)Se<x!{>2PBCJFsb*tW~DU-K=Z+Lb6q9C7vd(
zp3jGuv)#mM-xLx1e<k@}|0=y+<eO7}Xz#uubhO65<*vcl@j-nfO>^IpZw-gz1-|;`
zXm%dY&<02dyyHjix!(CLDHIOBNc=V&g%~MNvCgJKrvSe0Ehw~xg(+NQ-X}6nka$h2
zmOz{kk;eAhGG`nnjVeQ(34pyuz!%yVT5CY6@o6pX+xD?L|El^l&sw0v#{=Eeny$lX
z{x$#QLFyXe@HgL9^F`cD<2J)q%x6DeI_R9kM=bA|W48zEo_{eFJ0ME@fLf)wi1<gY
zZH>f&qU-v~Lp<*ieY;GPYJYY|3&=CJA(j(P+017$ziaw@z_x=xOp@ExeP|nro`r#=
zlZ%MwLPW&D@$vQ%bwB+NY7nwrfkiiUTgGZ#Bm*Q;2%avOwDN_3d$uFU39?=S2-?A2
z1np|s!mbQIK8Q>>qV2;AY%PI9B@~VH!TbESlJvp(pn4m9ZZScSZ3(;YRMAa}c-YQ{
z-zF$!VJHa-^29cE!CA!M7mb(%NQ9K;S5}9+W1X1nd!(Ti(0fU{e&v9W{Gn${zn>WJ
z<UdVeq*zG08avb+t#aL)v~&pAZiHzYK7Rx|JPd5QGErvSU}^(-2x`zcNNILWTR2^l
z_jU+epW3TjbA97p9^dc@Y|N15GKf6JkTy#DIad%zUO<6~QWFGEbr{Y&$e8UiYz2Vq
zup!bJmq3QyZuPbErU9FH2)3bGL7NMCfu{u^OaP^1hH&)`wI#v^{4-^|4M}V-X+dyK
zgD<r#i6WVe7x;_Gp{TCoTX@*$F_te^KFfdDBA-#RNAVwwwNL3YfsS}Jo3*jcB?rE}
zT~=d4@vZ&EwKcEehFWKqnl1`6N>tRT=N7Y04~%)c{X3=?6PcaJy^4Ok*ejK~m2VRr
ztMWvq^hl@q$|E*9`OR0dE#;N8;56Hwi4zOms@`I;){uTWDu@;x_HL)j%Tv|#nzM(p
zD<d#Bu8s+OMHV7v_mA5ne9C97I&hfZqiwA?f)g~v7@NZwGEXQyW>CH<ZqM4=C2`_#
zS2bGXn9uI4;Hh&_AuCs6dEq2g;jvM!jY*Q~y;Ge9q~Irz2VBDD6=(h%oqM)_-|Tm%
zH!x}OhTVeQD`6<{L1qe$R<KM)Tv5}$N^M?8Wz{QFTDERL=SCJ#(sqgAsYZVl1}Kt&
zUTnRZ;KI#vo34NR7hSZBF0M-&r`UUslq|x2+f!#l1-@Wjeg6Dx<Y>*uS_>FnGRcJG
z|MQ^lb$-cTM({Pt$z1>ix|_qR)xcL=E;u|P^L<E^O^9bwS#av&i`FY0o!3UkF1BRA
zp&<Ls1Xm=%Wc-ov(`F!x2uLFI6zn2G7}XFq>Nh5|Z{3ISRlNR8@tU8a;@u#WC7RbV
zaB?!h&vNRIj_3B%r#C2O3OM9KXo(Kpb1d4D^4cs14TS(~&226yK$~FE$mxFsFEyUv
z3Ln;l&L9-;R0!`>Xs6i5lruG4ijgYN(a(A^Uz|tsGF&|#6<hOqvVD+wcHM3rr2(O5
zoL%W`lY;&`A`rJjL$ryz`hO4fO~eebXb6L`wn4&KRX(UBR5~=oD2H7e{TN##Al_O5
zHP$q6g>tZ<>6vp`?@}@Qo9&HJm#k2<*2V+r3E*IsUab=L(b;SaigS@R3XQ8@X&j*w
zKx(4}zC4z=f_=u2v_9tPeKqi|_Wse41@2(C>C&6T`=R1D`?HeQ>SV0m%x#;=MP1p_
zI=Gwu`rg}qiT*Fr-;C217hkw~Uhwi`3$6Z9SR%JlA{B8qrt;Ur;twxZqx<&qQzLdl
zx|m#(+ovt>jT#zHnp^!au^6|u_;trrubRG1)r+l`vDIqhO8$ngneh_~$0sj86n?w&
z)B4V+wVk_6O-<VPxX$~HPR5P!RBy$nDhUB%vVwe(j2EApNd~-SeEE=m!*<InoJ@dZ
zdJDuh0$gLKd~-`vQ1<89cA0d1&MdddSzPcA3?QCr6Vfo3Z>L<%rPzJ=@F>P%b92WJ
zrlXiGwtC%V?fTupz1YuduX1;<Jz5T*^ph!GJ{I@f>~+~FFZkG)HTdje8QK2!d}mKY
z%<R)NwKZwNPmsL#OH9G!7zJ|}s-C<7SMr6n%M?-s-rwFqq}`(df-&xcB}?x7i_+(`
z2NP9`KgUolf!r2O%_S=+amC^zT)Dqe(AKM8b7KK<M=6-e5e&R!!N_2SZ_K>G^+s0d
z{BB9D*Kx%U#Gl3!-!}iV*hxK>^Dvd&5ZSP-w*8iMI_mo5b7k#rp$X*veg&1@k=d@n
zy>(C6qppQI5=&F8ZyOEmyOhBH<jS?%ziBfU;h}*isd4RU6{Z9-tS)iu>jb9a_(OM$
zjbKwjtX&V{dG*xm2#WQ-y7G$wcHGlOJj^4en_1wPt><wXW=Wt%xoMAKomZ=8o{?c8
zX?C{yh6`G1TW1578$a?c=HraCTI34BvO!KNI(;wB8Y7O;qh5;c?rRKomY;EtdK5Gh
zVbUZJHYLaoUvUDZVka<go0y%rqmxX$T#CXgiHM3|%**XhqwUQpcz9J7Q<VzW!X^sR
zr^V2x<qP>nV9<>OI91MA2Ks0BZGv#_IXIu3$EHEvT0!0=c<O^@B@*E&?pktF<`WxM
zO<Uk7!|VVs3grVM4Vm!iI-QWLoC*1Y>EXLlqK?&S$)5w=l|5bSx#W*MqD2#;mA#@*
z%JkLh_0?kZ)spoC8ubG<UXhBgJ&C_ox#($sYgvQ)NFy0fjH)`cr7|8M*dwmZj$iA;
zkiv>*Q32|}JFK_MY)ERyK$Sn@LD&@Fv`{qkdlh~EA4^%J)=#&NJoq5izwi9VT=qfp
z0CWc;fm0_Q3$N#hM_%|Si6;>V{$KcsB~;~OaFB(~wgxxNayE|%OCmL~L;&APkgttI
z!o${lEcTywZZuqI2WvK4czhVDVm4lXa|IQ4H^&*5vjh7(cY*+oK<7#dP+R}DUOW>F
zC+;BxX-F0tl81+9MxSfgYkXt?mZVMu$-wPdfuis1#bIXZ51thXG*^D~Pz~Js+P@!_
zudJx~D~Co8LN*XCWW5%wrp)@{SdFu;siHCVr@};U%**KapBOa>D&=CLy{{6Bb@h6p
z<5Kqky%`4=p&+?APIGgd<>rm<B_#|(1Ez&u+>!+@__OR8r_ZFYLD-|%dA{G{d3^R%
z8h2Wuj<&q$yRjiT9l0u?sSgtopCbwaJWI-QtlVF^Rt#J^?R_>z19ImlE6rBi+{{3D
z2Il`IDX%IkX{Sj}3!~dK;~=xjgDbRHeZS#jbfBj4!qk2pD4}#1&J-Wu``JO1rUKKu
zW@xFk4LY{5=gKwDe<FR3lY@*fB>_gU)$hF#gnA#%s}tSz;?<+u9TetYz`#<pNNv3V
z{I5L0k^TK~Cd&}Dj)$^v_1=>j5cgmJY&gx*IWv0$8HV!e64r3N)kna~iYDQaa1FKU
zJF(&d=j@Pbof7C5hv{DbP%nJ{OQ;XXyaR`a0pe;KGWmYw&HKUl8B*|)4O~dpj2W=b
zzM@E$EUxyM%J-s}fO!{sZhyhc)zDlu4*;||3?%_Wqz8D%4d1sQ{#l%XfNu*GOks!L
zZq=4CE=Y5<U1vO>E2i^fD5eMVmaCwkN{mSrt*x4XPmlma7%UfZQwnK(Z^d|QWq53b
z2=<O*s_0dP;GSMLdnO1p?=@UQPxOSb*>3&DczF1@Natab+`JsY?{oV{USyj~L<rDD
zN0~tn8xDL97f`RNx!Bfz$T3se?dxmsJ#HrNu0F_@uV9KiWZ_hWTOmKK+#Gg^N{NON
z1e?^@ZQ|daH+n0gkaE-bj5rbTbj*eI+SdoS2YXCEtyC%gUG>w{eJB2|_f@DMJS)7q
zAxkh2U-ZQ9vtRxj+Z+yP8ylpuy4v||neWFYuZGHiB(VD1xbkw@euhyTZkfk!e^-m^
z#Qpa|69#hAL9J)PYr{g)?S*9JtFHkQikow(*~o2@U0$v)@9ve=7*X(AivfD)-i<Xf
zoTWHOY~s5)J*2Xx-Otu~akgw#w9ZvuvKTWw<W<nTIJWp`pme>q;^DN8Yn{!RJa(Qm
zOCed4=0?ASf7F_;9@vD|P1SWC+Wloxsnw|(AN{~OrzxkT5W1(M&43z@c!=76L}A`^
zB+c&cKgsm2bm4h~*z(-1c)VACm*K@1;{?Q3kg_b9xc?`*Mk}pZxhi(~b>d<Wax1P3
z&3LhTwY}09RT-dE$3(s#FtfjqsXxMM$J=EiAD;)AbDuchNhRoBrr2+t9-%PHL*^|^
zpsKqv@tbXw829IIHtF(VM;G}+Zh@?XZxHG}`*HhsRKLph{H5;AEXD0zPf`45k5wCP
zy*K-_HnCvuOFWMZLh?k<0y-CYL}!2!vVB@c`KUat{}_`>dp^oA@R_zHvM@$lUP6U2
zfmM+2eo_6vtA?Y#WS;>Q^3d3+7ni!(gRutOU~(}qV}uHUoHDQki|z+{1`O16`{4Z{
zW4nB9oMG$#Ay|79Dvw^y*Ee6QW`@qKiDJ>9{xZPt{y9*Xqg9Oz%W<Pl%<8_v0!rL2
zB6}nI@C6wL+CEj+!$WxTBM4Tm7`2J^egQ8PSu&P1t3KKD6_^$h0>G7^k)%$$1vKD!
zp>qs+=p3{xqq;;0lG098^iO2hL-Y9a;9LiY7WIVuFWe*5tQA$^#-`Qpy=GzeHbRZ)
zTL}P#f;)4Fnn9MiS??|V8opXx`uTGpD0XxOpBM1|aXehx?L8I~glj-Fm_7U@z|xE@
zdp!FOHL60hX9k<VV0w6^BV&O(9maCJcKt_$W7<{03)5yb>nTyVG`!iTKchbwVX0n^
z*B-ufeq?67k#6c-`eV_L1hd&ev=QE*`Z2aHqmNprTsKJ52X!W?TXsCubbRZ186+eT
zpay;35Z?*eq#gK5!7&x|NZ&iSG%9S&Uvs2hZwxhY(DZ#n{|P;YP9Dq?GxV`oB}-c9
zh)l(D`5zXjU_$ftK1}T_EH^ti5_0-jgah3J3s&w^poA<iWWdC&NwXIZFny;naE9}v
zc;&aKhx_L~{6*viB#h`1RbbnOYyv#N2~A-&H?_4x1GNTB?e<}@T6OVbcVlbmlW6q2
zGBYUt>qflW?#rk@cQgLZwwjW29-4m>2V4sVszBc(YG=vK;qro!<^mVLb|u<Fzpc1}
z;VtQOigV}b9YpfcrrUKdr|wfVVAv-m{6{%%?4F)tpm{7T#j9Vf=BsUT+4{6sUv}HA
z{_@x3_Dlz9+923~0AFE~%B7lHQDpAoB+h(gaW40)*zKt6@2k7J7CS(WNJ2tRNKlCt
z+ExmIB(*y73scZ;w&RS%&>2+7d}!#Ykd-8&y0*5OGvM8|32_Jsa)758BL$f(DSZ8;
z>6xeL`(PIueuJGW{B88jcFp^o)7u|TM;5;D5KgK?D+JHnKpJvu7&wQ#Xc>euJrp!J
zEkK630cR3BM>sNUW)Wd`@n2A(&EZl)#c1CkPY~=O4lW3`K<cp)!Y7hteADrf-<Ui_
z6eUv`PhGSZXRmx1+Y%W&q|v#k5t=h&jOEz5164gI`Q#*7J0MS9;3QvaU59X>eU*Ut
zSo$mbTX)jAm|_HnA@IaZ^A>4xHRE+Pew?Yfga-8a6=l{+@u5d&Zuv)48Km5KkuTBT
zFLB2y?cvYG&zaE;yjr-dyDx2uhD=tT4r^L{x@Y6?eZ-9QledFaZc)?dq=EUM*#lSU
znyZRT7JN5K^@tHk-fyGxtDvS&ggWnxh7eNB#YMDLbuQ+A>iJ>r?DFB|gxivQNl|Ib
z=mS-j4N1P!?Uo-Z+uc@WUn=&cvfWiBe6}q+)88sz-V#4{TC%zyVkttC9T1Ff#QuZi
ziis^y?V?I~+GPf5XqM)RJ7fmd<_bl^I=IKZuYH`v+C2Kld1}t>_fmTOyM|o@myyaj
zvi{g|_NRXQFC|(-<(i+>2(#a78JFv{_n8N`o^`uM?_cGZknXIpjCQHx9QGB@qyA?$
zl`=TqD=?fE(ntxtii68E^H}4e485;4tl#n-Gd5)moBt24X-g>}w_|R1Gw|E0dS~kY
z_9wy6r=CFCZl4>{*GJMb*feERf4DwmC|B{Q573~YRpVEBZ@v}zuSr1ZDFCNi7#^5O
zXGd8O8TNfE%zR|$v;1fbA8)4b8uCcrlL{4Py+1D-=4AM66<UUlWQ;!peKm7zOgUXs
z-g(uYO7F964Ij@HLwWERcGxhiEEWhQdUrB*-u`_DS5MI)@;+0!^P!=WL4a6NRsPif
z>HQkaLXAI*Kk3SLXsyQp)%T4t4nQ#y=u&OZGG4p@nXN96k=h)15Sq~LMGb!J^tlF~
zKxCLe;sn3T-o9|^K?h<pAVdf@pfe_*TfcksTboM%T2wHY<OBLPb`hYvz$|F-<Ps_p
z3uU^-d%qwd1cYknPml=5!3(H;=&BFn>I@1Lq*Z*EF<nAke$$l6jsaX_5n4jy;rHWE
zeHMy(qW(t!Q!xtGe>*1n<1&E~%0_J!l_XHq#dZ+_w=g7v?GAz-%+vLUV38e;iLjY;
zqK1S0?!h*KAJxcR&ZHM4)BNn`5{#6)oOOc@!SCT{Nzo+zRA5$g>@YD{*<IgsR+Y^0
zxPl=vVBIk>-F9HM9v7bU*(2bQ*+i{?#s>$BStUgNn4LM}=Qa^%aBF`)6?}y}fp(P-
zfi7VZy(9aFE(9INB&H9Gri2?tVh8Y!Kgy+#0p2)&@I)n;;`pPmwcz$^bc*`qSjb-g
zJStcKXQ`7OKu<$*a-8M7MIQz%6?z#Vnlno8d{?=i-=_*dsja_JQo|wmpb5Z}$&72!
zj$$(Hy5X7<E%->!%1+fO&eKJ!*ZFteBUcz(8H#{csCvS2S9U+HeCp!m3f#ScamLpd
z#$TrWd;`gADE(OY-P*wMN6J!BsYJeYVmcppGP~}wLXwayS<rkFWgn{U5ULI?(y4zq
zZ#Sr>F#o_w4NXqHKekX!OKEeJ`DEQMMZbQ=&c&`rzn_$dtCk)aOm~0$o$KSuBfbzk
z&_o20=a*1S(cI=SMPzzXZpFuUwGA~N^O|E*FbWR~DY;DF5HD~}th0owTh>Qd2bn^0
zt{Z=Z&FHNO<^^giXyT~kmZRi2d_wq%WcYPvKyVfLOQW3ES`dulXFaRNU%YsPJPwUN
zB8>Jmq_Z3_MZUM(L2zb<0H{jZo45f-E~MWx1ceSlPfI9d#K{V;%%W}so(g&Ctr7{;
zR79bX4^P`8J|_04K?Qqx(p(~Y2fGW_910<7TRVuA0$<^{Zfz+f8YvzzdVdLpMVpb;
zE#(q`@j&vV0xa!el$LC)iR#sziFvL`%;;S?G}zBz$?DfrFv4>szyrsqnii!Ngj%qJ
zs@dtBho~}zn4_J?8AsKN4DaO`o%W<9e5Hg64wo6AW3f4sYG@>27E?mqm?Em=VhmGC
z!|;V&`R4aRonL_ZoNH$c*)?KP&C%m=XOWS9sgu&K(*YJLa1H&arsm1okCPSu=IRbO
zloD#ZgHYcSnZyvOgp`zhF1?BW2%nlkhZUt=@E2|H(U&#3B?Fo|Kbde|`vjK+nv*r7
z_IBxj(ND*>KP8GFd2&};Gcsp_0??F%Kic~LNhFuZ-7PjQ`ZTt(ch=G2@dMASV&j*?
zY!Ewxfh!M}GPG5_@|xS;uSoY;SQfVbiOY9fTI5PiVOzuIvjXM4&ZDrvc{C1d^vJn<
z`sbZ`7ik@>ZxQ=n_e!}2*<=w8d)}u7k$1m|tXcGe5{U?#_wGgMZW4U%V*Ki*8l{0B
zt3BRVdo+}J<dq?zYJU-(FJIoO2A${b;uB-$P4A{E-OF}uofZK|yHN4-+u4<-C8yL+
zSvKGG{(WFiP})1cQ+wxo%XICaU38kZ;5_kZ>k%IgKS6}0hgSyveY5cfl^l{@+vvK}
zzgaY}|Ne-#-)`%$d3}PI{UWZm1MoYXIB=uaLtMDU0(_rW5`4~^HYx|d5Af%`x4qBP
z`)8*nA<@yDRi^Q?_lkw2J3=PV$#<;Y04W3julKg8J<*7SSuRvnz~#D~<jUZQQ?9bi
z^Si9=g+ZjPQh?PU?eXVA0G7{v-~D)ru8I{pcMib46#)=?Bbn#80%eSF4km4K3U(t1
zO%4D?rxdtw^bWuZhdzjIW?{&?p8CfWN|6l|^5n!GTL|8F_VNkqAmtqLtk!po_O1*M
zPT^>mx#v=I194qOM&(FGBMcd<PKT)_6Kt{^sKL6eK!qody%T$jRsbQm$n3BuJc7Zt
zOmi?$;FT?kfcOUl#@aG~JRBMdLsaQ_D=yg(2~QxcoE_d?ssT^ECeqvlyD;&{U^LCc
zL+AjJjWPqnJfPs-U;mZ$UEdoa^cF4lZ<|+(Cq*6r9X25#z4j@#NAw5`=qd|P`z<(^
z>bmMlhPz1rh~Kk`6o%^nXtV#m@w5M*uCm;7im<VTn6Wun5hUaSystS3Ut8_Cw^!N#
zfxNj&3@n1Qg`>RV8a{b~*zQ%p|Gt88JJS%~f^oAtS~3Be+12u<k1jKF1;*T0OB+7=
z<;y}s&Cw=Fcv}+v@G0&Q8OMA3hd+Oqb{)|!|2S$h82EfeN3YyGAYiO5RC%{%z&+d9
z)$-1Ky6OFrABz@pDWK^=67um!H;9no%*OqlX)~X(0f;X|4<CRs1^X#x4J)4KbOOLh
z6od7kq05dwoI&EKG<wMP5t%U7n6~YktY$j(+hwQu%hYf8ufHEf;ai3#j4Ae*V!ZE+
zjf)!lZG}q<k{M39g{o%K2mgA4CR6(x%jIaYul<m}O(J)%SXS8=TnS{Sga5uW`9X^o
zI-&Y(<Ljea;Tp^h{PMk_pY>^>!e=%Q;@-Xi+fB859kgvKfu>Fk4m3}G-FD-u%=Kh4
z%t4u=-g)j${8fA2^7AHO-L`h?-oPFhn<Zb7oELvhv@5#nZq_%h3_i-hldzj8Z#i0p
z-_|EqFeg8*zg$gT98O+7Jh4c%YuQ}C!ub?13`vBBha|#f<0!CaoxXNvKG{o*7w{b%
zg=A+?g6%^>fHiyG2piTW3v3Y=jJ8?~G(2p1cL9<mn8=``4Iwh9WFpUI@|=!%EZT-(
zPb4Cu5(}S!l^Z)CLS6iTNA{w$ReWb)4ZT{1LV1(N>cZdJJlNr!suj|}_c6<V^Izgt
zzd!>m-kKN*v7@T8pVbAv&J(kw;3Gocznqbov9sIx7IoQCb+^+T5;0i5xvKV#u<oLK
zjgBHeIHtoDj+qfblhHa26>%YKBv`|3Z8bSEq2s;~JN(sv_C+Cady?@Wye@|DTSWFG
z&&dlhQdhpEMht|!ofsNoPWdY6sCh?I^T~q;Q4%GW73(ca%Lbi!uU+e(oc!9*P~1R~
zc!c{T-E5w1^Qfm>-lgQ*^;n70PiOBi1y|<B-C)%1G+?bxHB|gzt~opLEq}j&!@{%j
zQ&G<k=c^ymGu>W1cv;l>@S!+1w)C_^$ym_G3}j&aSddpbtEX;cWxMmLY~}=Os<)6h
zc-%giP=X>uAmo`;y&Z)23yjz9lAi0u14JO8KNFe3IeV6SznGn+S*(nJZvk$T_-d(?
zjfq#g`zBue5^LA3<!DBB2bZchJyXd88A~>U1Ne*0Yx>u$WSpKh6~8*F%bT}1JX$3E
z>aF~i_U5Iumb@ifc{2pUZs?goVQ|Ie=u}cvrzyaX)=89$M=bzXOk4{okkY=TioPF{
zTQ=<XJjJWL<iN`J^>JB;mf;Y!uRcZUQ}V<55yPec(YgNcCoIpuV0th|GLL$>2e+Hg
zT?MqJl=$ww_GjgRAC_AmeR-)&<Hgh#_}V5A{NXoxY>Mt(=BU^T8AwW2+TMJT5N|?#
z@nfH*TT(gp2-ZU&e$|=PW2%ngh3hkSpM0DqXhdh4@SSsId+1y944Wzk+zoN*5Oz~V
z``r3Dza!W$Zh=6X+@bajgN*kHkL{j2IjC5cuQcM4-yMk@;8a%9Cik>!Y)*`A>~vGA
zC)R(XzZu#|(I?RpN5%ZFIgk4)^&J(1E@-*N8a&*yX*0T4ZBT<{41I#dk@%{an0_2e
z>FIP>;#7s4cy%#{ED#%Rimk;7@)B>)_S+TceAn~+3j2>)Iw`n4{R!=$f%%&Yt@>YD
zP5;E{S0GfQbgZ60j_d>OF8F0M5pe`goBt>ikC}UZ&!ze3({eyZUQqWu>Q;b#bikX9
zrtgJ8VBA)j9U{SiB0RGYG$Tv{P0~ST7@G5W6o1FRhJ$8c@*TOySAK`Pit%m*OtSZu
z01o?<X(w6fd4*IZtf|%ef@Jvo3wA}86$_nn6rM>ob)^d;ucF$FN7$p6bEsgVR~Fq_
zUcTr~t0%)wVl<#66$AcnU;;mJr_Ib+aS#(GNVV`hzA*DsYhQ*jS%$w4Q=tr3T*wOR
zH~c}?#8t5$BQBHM+A&B)J5uoL+WmuV=D*DFlT2*kNm#3}W=x=R<0xp6VMgSUxff7s
zp~-^nvJj!GSH@CbT7^rfJKfWFZ6BN?zcei$y?X6G+bNzU8{SuE!||h^z4y8n1K-3f
zBl=v|T=SSB{Q&eRsjUu@te$52)+A$y>+{L&dzF=6|D^vcOke03eH;0w!$XAzIY!v=
zVq|H^R3t}yYqr96@Ld4~0U-Kn?;ys$D|`+`+?jb#PbLUDdi$9?&eybf>FV5b^=dM{
zqWavrXB>DqNg-d5|KP=dPk<h0W@+~ID@x*-P7%ef=*_c?p+ywHbu1TZ?uN?l<`u@y
z5)9)}*LyH80QaCx^G&0*d+B%c;&gnW!MU#=p61^h=P*`TP=9hFUzYC^A^~x>2iDQ{
z&-=;}CGm@vP{c)1*Hoc|`ZH=gzWmSL+W=7ml6M{SJK$&c909_ctv$81?^vC~7+c{C
z-AyQzzk3-zr3O{&gophAcyCVVA&TV*(5Wcub>aeX9NE#xU~uc!?HXnNMVV<sFfN=i
zSP4P`?_q1mqe*8Sy&91V8>B+RXpRYhkS8Mgl*9^|1#jAQ_DVn}B)^E82rQu7#5wDM
zN*IZKtE&3;?vFuQg7u3`YdEA8Y=Zl4pl=NgeSN_boC~^B)gvx3+ffBx9>I|C9fXnw
z`Z7l_mN~5WM%vUvgHWuOEF}0I&s258jT_@x_EzpuW#vXAHV@29>@4-9kcN!VZ_U8m
z4OBAYlt7VoMDJJT!&~2!Z~O#%^NPXZ4S8m2F5d?0*&W3Df7b-q&<k(s7ppO9nCB&b
zff3}+kXkbm4Ks>@@P%LW%7?_x{U?{XV<bhsS317#-B{P2vqCq4y$uyu;$D!dnh%OQ
z&R=p|OkLz+yzp8BZDKk$0?G&Pe{6EgtF$j>9H)ooJ#f&Hszcif{HnSBF0)tktWMV&
zv(}nhkJ)R!37+7}rhMQZedz#R#h=~sa-k%<w_PfhkNC=}<9?2IJ>1}@+TC^da@q)c
z863|7d@MSr*<hgh#mg9FVQ{oCcR19j>y%dg%7F_hQ?~ic&pDTXuRZy%z;t?w>EBFd
zqN*Cu;J|VN`3f8Gm8&CbFMI2r{%gd?%6MXX*_Vj~4ht>JxDur`LSP1V9%a&WrD?9T
zlIv=B>RknY9xHFp`(wK2QIFqmG+)&C{AFj~To4#fBGQ_>cc|lwN<m0eTqM+fYP{Kv
zms~D2kN+*d*BQTOvpG&0-qf|(82dXs{Y`EE5%uBk)bay&@?p!ba>V1KLt?yp79GRr
z?zgB$BI38oXPSj3dbEW(({Ed<*GC_e3W6vwUIomxmljYs-=)##1N^k@$*AmpWxs>Z
z?>1HNt4==^8;F-@3EbHcp0!79E7?6@YmlQv<1Cxg1R^z<Y&meXN0f|u?tW^(?3s)Z
z1udqK1yI;$t#DM%?1b~9x&UYMaqqRPyUlQ92z#WH-egK0a8N~}^psmeb_j1UN>3N+
zMG*m>ZUd%TKDa=y?h*Z*Q9Ds?HV7do(pFjxCxlNY*(zm?sM-pic&eJi2nhwF4RyEW
z#97>vAb{AUg}z`&_DMJnLeAG5$T8BdR`~NkL*`+19pE&^;|uo1(x~(9sPu+Tu&-ok
zONa(e`bhS#zzoIWz}saZO|Cfn=6?kv*;vcY4h&zxvvXaGYVwj=<o5iy3+Vvw{2V`e
z@xSC0OhqMkD3}NTF8#_au{a^)K1a0^p|syvLIJnHS25{FZ3luBV%PO7$8ufiK)?4i
zkygxKrHvf~U-Bc}3lCqt?v#IJ>~nx<Qc=OFI6v3YX+cqEO{s5Q|5_aTp=7d*^7XUY
zL68`dV4g#7rQy^35hA`IYL|&3u8{Daw3%n`#E%`N{qvQm&$!FwAOhDDf?(ss?RTbH
z);qE<M|7SkZ2@C7)Xpm$e$I>#<eyB}c*T|-HGf`EBY);5x=>e-#Xshv&VMuGpKG1I
zV3a_koz|ze@)^J(A^sM5G82wChOP2%tFtnm`yvp?g;BG-<*l}WIyk|9@a*gu|E9jl
z{V8U|?|d{{g|BlLanOcD?CvucvSyaZP-)FCr%8zWgMt_m<!oj`QGc3lRq7F8=c?cg
zN@6+^e9e7D8aIt~ch?^5Al&8I8X7&4$ONmQL&AYCt$kDIst<ot<#EfN)KS@^(Ll%l
zjyfx)h=>7D#_ljRSsAUFhBsI{XGBDt)ygb3%9Xqg`kFZJ1|;#bG5~bbIl$<-2Q-pr
z!p7JZ%-gW=^Wovba*&I0Av4gBE^8<RpfJ_7?cvPb2)o&+S@xUki8m9qIYpvp3F+ya
z{2#GOn*UmY7XEqI)C7~%RD}e^1>k+^zJ><r8fZhHl2bx?F>eXo9JomAoSe{{(d?7r
zirV)Ex8xCbVAI5)-deYtii4UB*9EPG^zS#Eh>9KnuQ<J)n45jib$^CjA5`Gb2tra$
zTk*CdeDh_?g)c@Wy|}ND<d|#05iY#LTE~rqU?FixcsHW<V}8N-5E2>rQ4I+XV54IK
zUmC-dV#y07N*C&tEUa>WDO^75q^Bo>)_APvnAMf>?#Y7dt8w0UD&^6VVP#!zSSP2(
z;h(mbu8s%sO6u;1oUdn`U^Vn8?=*A&HIlJct8un3Li0oJm$%C<@~erbqsxX1T`#Rp
z=pM2q^HX!%o!zeTOzd^ZH-7%s!lgkk4nM^i_LLul_(xMCY&a9}W}t~IuhV1|Pb4Br
zHu_cl7suNk?jS_=?mG5i6eg-oyxj<R4=+CHY<$DVBd<FLm-aV38K(v^>TP7bnhRgk
z-c6R7Rw>%_rXOgoPR4xMNINwy-Tlcj%B7BD%vU6D_Mz|8umLzgJ^<BFzOAl+`1W=O
zRz#ac(9mmk3FYs4tGDV$C8S;tc+XFl)J-#YkhVU1DP6*su3c<9Y;t>K)zrT^o_f0D
z9RtfpCYe6fnIR-e<mEit=!`)e-OC1a28<lB=KIzmYg4OzXsvqT8)7=2Pdfa1qdIR}
zGM4yGd-Ub{ndGeNvo2sJ!hfb12Ba_dDz{(ML4@M5YoG_M2SW_P4kjxd4_%mp{TjfQ
zvX`}<Ss#1(gvzKqF?R|F-e@{3_qkf(TMrC>m#Ks`x3^jfyW}N>)4VCZeU!x8S=!|*
zp^tqr*|j&SPyPQ$3wF+F<M~&7TpY~F=qWK}w{h0*9Jkj{ZLdhfNu7%*GZ~HWSJ**b
zg6)`OZ1)OEDc(})0fL5w1hY27OX}c|*%j1-Io5;5Kv1iUk$8ylbRF>c9CL4-_In%y
z1xZofgFm3B%9fp?j?50R0}22>$Id2!o@(clfOE=u>>spGr3zq`dFUY9k-IYXI)V1L
z0={54+b|^1$$SrR&-BCkMU`x(X)^>WA>lF&d4p~jLBD{S1L~+D7!#kv6Xv*Q_3a)Z
znr5k-+pAlkwfO;q^M-{v&*F5;yrEgb9)fM5RqH3}4L;$uTvGhkdEZI4pi;KqzcIBN
z`v@8_Jv{X9E#3O<`a{AXoz3&G+*dPM<UmR&3#JyXk${J*(FWiC_LNRk2u9*c!hbt~
z6ORhSVVnx1uI`rGFV~ITGq_$7<>}KzRnUpLlo~({FQEm01Ce@kD%X4fAJC`ma_w5d
zEdz=Cvqi9SXvUtKRi#gC4Zb4~T$!sH#lv@&FIVs8<&sMmZr3gC<b}swVVLq9DPRA6
zMgF6YJr8uQMHp-!%Vw{<G?C`px~HIk->j-G5ZSvjW!(RnD_=MK*Tdu{NmGY!w@1#4
zx^Qq9J=tEl_$2yI?TbPlJy4G<r1AoE2HusOQ=dVRfa&<MEfZ7_A|#u4>5Y9=-u&eS
zl*cc+D~SuJuSVDO;;J?OB1*wb$EW#k`6*_#1d=@ah9KcU$?f=Vy2N>`E_L2Uvi!Zx
z>iadHpZg|8GSa1%K^ffPi?8<$`x>zS+!2FzQjdga29s{m9LMUaj%8!H7gI}E9q-j~
zq@+GX$%VCm2fDV2MN;?@%pngjKyNN001Oa!`+OTbOhV@DEJ-ybG>*pzTe#~0xbM7H
z5YXh1RbX4uu^hE4v*Sk#y?E38)~^h4a~;DbMrv?Ud)`IS&je2BD!S^n23jum2^z_Q
zsnE&5YhTs*=S#$@_=1q`i3{d@W_0{!d|?Jm!6mhPuR)_Cy!ys@uwqU?Oe&2g-F@^W
zfdejYSo%dUm@ceE9zcxuIWH>>qFJ0_6~KWzcUi>nMX@9_*x+rhP)Isd6v@QWrY&_-
zr@bL|hsE*6g9!DMSs<g%_VpKn7suVw{samGm#QxkURs>N9x1PhUNZl$jwjg6S?i73
zbW&b`7+e#5yZ3c!it(@DhexZKZC5_sC}EeU0LN@EU$r9_qZs~=)I}L_Iq9l3?r|^X
z_v7TH2EAOG>hSwJ^55YsCiKBNsn3ibS{3A(WEiGoSw_k3(~)QTjOZ{%#fBwSKMd^d
zl$iW-l{@?2rI$NZ<{!sOuRnchJ;eqQkcgDlnO3W38$LzHlinH}+A7Od7;BtT9ehg<
z9ZgufrFHJBXeKWjxi(%rQZw?t+tFg!D8?bL$nAZu@5g=>OV=Bk4<EhR+m9-kdn)Bv
z7-9C?Bv|JKCU%&cb!2qJ<R0t-bA$x*FB7g<qlqrpBAQ)s6VI-U{N>Z_AS`2lp(JSZ
z1{ad+X!$zA$5{Eh70A&(J2xQN36C|2ZSf5z6Gl3ygc8v2vAWbX?EdI%fYa`vqD92C
zqn~@P`9f%EJL<7Id&j7#Vwd~ItJ)8)9MBNXuylPN-6s?e*NM??3r&?tg}>8>SGI1m
zVO3g`Cc(hVcP4i-M>3z~z{X|*A6WQYZnW3ap#s4)SDKsu7Hu}oXCB?~Z}@dYvB=Oo
z?lYbXyGR;4oNazwz!cf+ZgbGt&x%IcY(5zKu+99nK;}U3W%FbWxtGDB`TED>bFnQ7
zO$X<0hhwp5J&s_~eh~v`9aMPwM==6LCI9`tHK4TJKIVW?^5iA+`|Wo;U(TZ3)I<lN
zKmd^<-a`OY<!6Ew_J+cTz~OAWJ^T_z<>0UWKsI@W{2?#I_p}u-L$vO;U81Q;zd8nX
z#q4}4VfP*0jyyshg2OvxmIoQ1aM+!?s5hzXIrr|}^SjI)F5Ea0wdl=n%u`bRDOl4p
z`vY!*Pk<k^UD7)soK7uBolecbyHclV<Efw9GVoUf`ta&=bAnW_8*T27d<NbOL2Ci^
zdQ?XCNQS#T?_iz0EpexO_CI&o1$=bnA<Z&m08I%T8)f~D&~lw>OmoQ$KOw=YJPq)<
z#>NIlh%t-M)@D93*wzZ^zG3Zuw=mG`o0GL=ekP;*K17$f!7aG3{l`^#1BKw)k1l7X
zZroEH)BfDxlK%%~@_ST;^ecV^bSY54vqCE3Uy0KfV9K(bxb@E>X*XXSbI!D>(j~kX
z1InKc5LoVWso);9Kf6~%9T81yx?cHr;LWiNcreNS^v6{ktQhO)N!oZ-)c7A!;=h0%
zvi0F-r8B6uwzh4ja0De3kP@0mrx@3A5g(*6FNbHf0{UphRG4`tK63et2*MfHQhPbe
zmS$_p4gjSRNT8+DM82H2!KzTYX{Tv3`+7rrD!uc{lGBxWoqB~qzUY0lG7nXC|L8n6
za;)M0D{KX3Cwv^nQd(=%$S}?4dkxBcCt+$0L^4!JLzk8L0~D2Zn&2Q4*+y+_+G?~5
zg0h5JGhUOb-KyEg1@&^kFR2!cHUE{eL}XFP3tG5x<r%sT6m1%_MB}6(jc&2cvhOI8
zVRoBc<?4I|T%6YbNSDrgOzkq#5mjV>VoC(t0+Gre-vB$YeSz=?&olPae=1n<CF1wk
zllA`TQ#Jb-@^|{Lu%qYAHCv;K{_)e3Pf1<zp(8b$c+a7%k~MG3v%e2_GK)L|)w`Ev
zCWh*q9UgT%`!PJD`u`2L@;m((a~b4TtTwcbQwqeGw;wA6lVJ_l;#=Vn>25zoH1lWz
z0I1|)4MIR{kYF|fGAm5>r)p#z2w=&s0`o{aLN$OC&Ws6*5QzvE4JU}+(4fNzzv)hl
zu+&gj1ms4}5je|7?2P6;Qu`mU$d8P@6%}g~c{48dc3hrn+D{tV2&*9uGCBWy_=mPh
z)h2G{g;m+^gd0$?|N2RRZQ6C6@mquKdhi#5LJ}fTyFo%wh56*W`-JUDZYALbjb|bf
zsu3uIj^KO3>vHmUw3r~KWT~6aW(cJFo8USHT^EkIc}up6Cy9e4%Kp!3G0^oS?8zjG
z6laX)ybz<CTahoZ{ucd%=^{M`Nd83HJ8It4eBe@0%yK6&q_D?C@#n*Lns-mabMGj6
z{*1TOnC}}X`ni->UoxIkdU5q(+~M`)+<xc+y6b+2@!Qii=k`9Guqw5-cr!A`QFO_9
zjkWGXXxW`|*UNu0S?V67o(?S=ZlQ!GQq&3m{<Qv#|0DGtxD0{052)l=5c7lwN7@3O
zA_x^gDhuhTxz16aYDdg}I7!`mC}s8d0%#$k2kV^#Jdae_Yq8R73HR|C=P}E%>QBWE
z{)-Kb{blW3Q=(r_D_J$njI}W?mojJ7Ncy&p9w(I@>HF>4-0^8l9V2UwH|U7-nQ}~&
zb<|i#xioPM`=%TbDl#t!7^j82mJEov(J9i`4Bkf=xX)pk=Hz-)D&)eJY{CSaJ!uRU
zM@z21)(xAg#1*7hth@iljF&z2esc22x~6vD8$q7&Hri3&nfA6Qd%Z%}fV(_C@R7N7
zXj-A(*mib><9V<tZ|xP9+69Jp>_akx%n_}<0MsAE1TSK3aa9+S&gmwGZU@vU;jZs{
z`Y8pgT?*~R_{w95g7A3Mqy)MH6;NktgFgNE6M_Y!{fR?bcXr#&pZ8MPSN@>TZk27}
zO8|<wh!P$~|9}WWS$K%7Duwn1xDz$M82kAxN%Z>la1Lj}rWnL$dw%;BzO_lC_?fLt
z-phwbgud_IlvLPyx(m&h1?NHDCDKhy54=0N8*R01leN;^`O$`2@|#q#2qJ<#X)BF2
zH*`SA(1ktwE@7n?MKXvTQJXsc*Sp1z4s(`&JInTAtVK0iYjHdQ_4%j~D9ZDA<rnPm
zHpD?V>_b4yZEEY9?4~<^ht<vQ*spLUmmxFu%#h&PM2;1StcUl6!{xq(b}BdX8m%T`
zU@1+UMmzQfUzk-zxI=DbAtW@jm?f^GjJ%{Pkbd%mRF>W`?9mu@A_F@y#JT38@d`gX
zMf1?e!~@1GL>J7q4YXE&YG=gJKy#1zM)_Id055UCY_Z&OC9S$m=4nxR-oVxTZc)D|
z{U3taZy#rONN0C^Rynz$a#Bj=q^`>Lo(jP0&y_57TwCf$9k8PU$JhPif0De-CMv{{
zDj?gBL3i1_4+6IP1O)CeJ25l{8%b@w+J~3lX5M=jroFw(nz0BeJa~55qPk$uU{;b<
z{tqR#WI@#u*V%J&a<T5UrfscMXPqADc0DK6<7!=eG%9zb5>Tn0-)F9vTW6u(<i*{(
zb!f!)2pV;ApH^y)h6E5T8DWPfV7l38vKY*zDb%%HR4jpmlyj2UnsGbzjNUip$r!n#
z@*Qg6%l*^O`Iuy`+idzYzv`qgD-8$)XYHu632dsO`Nx48eyC}?i1!8`h$k{MG&RP7
zc4$e{4tHW{9snMs{aqO)T4I$xr7}5g0rf{obQhs2z~j%(6Ee#Uy1id_pQi<N&p4!e
zHJvp^{G=gIa{z8{Fn!P|TmwyjhxUl+?>nZ*oS;85Eu@Nsg`SG{Z+#t7t9~Yo7}&2B
zmsn1Z$v1g@sm=|4E#&I`ymU%g{-f)C<Udc{d7$1{4PKEg4|LI)Pl_049PW>=;t2RJ
z$FN+=#OchC;cim$aMaC=CnsGhPe%V4UC_3sr>9|WB9nPeCvx&9O3uNGgKVh+LUNj1
zTqUZ_!u@F5IdPSPygmtI7v5FMDsP}wR^=U?e|-$Hqri@QfVjc@-WexmVQAF!wl?ow
z$9Id>^$R8IGUaNtc0;Xia-zCT$Yb?yb5+IRBK_nWT$lGlW?=w>^TT@yWiHvNTab6+
zO{1QB$@e;nx;U8-Fhfvtl-9|TihE#fmh|(%>AUvT7X^9~a(;A|cx^9$PQBc?Z+%+!
z3b>qJOHe%9@nE_8B$b||njJ}}v;b;qcvNU=uG&A&j1if^nRyF8^9W(j2z?oDr?JbB
zji;v|vjJb+>mxRY(%MK<wWiON?GzA?RM-zmU^od=WAhRpKLMUT(%$71dOD8xLLqxM
zD#l@Hz=5s0gZLAYzz)x4150yp_%B8QEL<$o=mmfvCOj6UB}iPp0dJQBM3V@|7vd>s
z<YLAdu2`%GBRv?w;SwRXH_Hv*c|uwr*xmoR_~7TVqx@1yrq{i1hwG<9>%Qe|$`&a~
zWj=Q8hgkHh`ESm(1$e3cO*wnmtJ}+)y4W9*l2V=WC!nxuyOO(?_ZJBD0w!yv%adHY
zT;1lDVxTnmWb7=R`R{rQ*N)LQF%N?a=c<N22RQfKDmTp^b}abyK<r^HK4+Z3=@bFF
zkTWuvC<YlRT@(h^t-{_fZav0VmK?7vJ9$FB7mG5sqQjnLUGoXnt*PyaWB})qS?$AK
zp0F7!<YhJnraWgUA>_Pn{Fl_PMb)cCzlw`~ef_c&T^W&-Sl2ddJ~4iF%_Ht9R0_El
zJ|EY4SIY6O)S}XS+~4$1SE^ej)-u0B^w1F{?;Wlb28ktU+PXQ5O^<5dm93UfTXz<p
z8a8RFc{4Yow46vD?&kir0|41+pI%vf$JyoV>W4C0->YBPOPr2zI0k%0c&zbN`5^3j
zKmQ>#m#W)&MtT}i#WfgUawg5uwIM+PwV^9K&bXk&Q8`L$LGHoT_kKQ8EfdKlJ($??
zT6&<Y12;YBT3l<_`Hc7VEZq9mYW+2HdQI}`ufNm0>;A44TN|yoh1acAAK2#*vj{=>
z?GBQ&+i+>run!2B&?c4kZ7f8o)q$&9iocE>mJjjk<HXL#tr+0+qN7x}?{Xj21o$~0
zjc8q5v>O=dKEQSE>_s)&WRD)~B_B1}{R>UJCkH=7r3ZkWcs$tYcu)wQ`cz-4a529u
zac(nwNX#$CQXy`ZI}eX$+!p%Qh82f;b!61b1Sz8zP@DhJT3~j>dprh6X^O{w+VTJ$
zW>Oh{xJkb2bB9Dnq$3k2hiKQICxnwSK%)ve_EI;VlL&af|3S&iHx~wLME84-0iRVN
zOrdJtRXj}4JHXTHU4p2rNLV<RMu7iq=V0Uov@`U?zcS30!-0dCU77t$6fD(l%8Bp`
z@9jM01RDutVsDK`Kh9mX8~CGDua$uCVV&n#1hML#1whibfH6|&$mqWqSqgDF%gzv4
z1s4Alc}lyq-FoM6X$i>2y`|qik-GuDU6!gn(rLNm*}QsiG1gYsCVovqgGX;d=lJd)
z^eEPAPHQ$qfI=6$gd;+U#V_B1W-P7Uu?=y-PHIqLyX)B|>d@xpI{s-MY7v1yyW;=k
z(N;M4txhMNWm#5|Jbs7pO?kc>e`)&5#QStIUaY6DC;GWgH2gV>+8XDQ4T*e6nj0E2
z<9*w#|KLOa(F7)<TvFekJOg9EVeKBV@Z-<XicQDzl<>VRY(acoEc&F&?*AAq`{-~9
z^q(o#b_9u|dg2<r+j=-A4Izd{9-@dQH>fH`lT>5;g4XzFO5kGORz<;aZY@5c>x=TA
z6OCd&WX>HizTDu4_95w3Z`+w}r#1VKtlC7B(;v>gmC4w&29Fjba6<fmvzX6iOTR+N
z(zV>;cixO3rb2(m@MY;R_BFsT)*rBOOl8)LlfE*SWQQ8td|K@W)0h=Gb<Tw?!M<ZE
zP|<v{_;Vu4n7LCI_!~gfel;GsAM|FCm1BLPa*O2LeH(V^(Vs5?lK<e}&8LEW!>EMc
z{1~jp3xRTh_Y`_3$0u?oe-UOUN^5znpIoe(vwtx!xQ0j55=@SYGxsnr4#2@<0rfa;
zy{VBp<7Dw1SGP-g-KamU;;}QY{!ZoE-=A7AeVoTkhyPKQZ;S+*ZE6%pJWM@yFZ=z}
z&wk>9>#x^qHagT?$Jwsc{lp)2DU4h?Ui<x)o)*<*0zx&{rRvoZ?<Kvmj@(ox!6a+D
z&oA8QE*5%Y#GZJDJrQt@*<Co1ksdcR%x-Cz$#Ftsa?m6N0FQ_NYkhCW2#1H$V}!Ld
zgfCGNIJn|uDPRVJAo9Ys<D+z+h-k8(dJ`FMX9EH0fM5>QSrBn)TSN)IabfDZOcmgG
z2So-*2#UPo&w)Ffj5Dfuiv+c1>`-~m7DVoy_qzh->E7(Ka)=K8ghG;}aFU3i$~n~<
z27PFXQbiU4sw>>drzE_jA+l7Ll)y|urlf-!ITXVx-9A=eIY{Sp-B$)OGTRL+OAd*!
z$r+_538>y~xF|k7b0%JpL-$M617zfau+FXj=wq&kj1_BFiyP(uYA|3fnhDrn?^1h!
z&OejkcqU^pqnOD!Rp`P*#_Nr+5K!Tk6lw_9b+pzq#yx(Dv;HLCtXWd}U7*hV;%I^M
z)8Sg3lG6TxcUnu!!xcZl50~AwduP4IH5;pM>O<SUfy_|Czci$09HTZ&x|RR7{RTkX
zr0ZBAU$7;I%a6uEf-3-0Sr8c>!yNsLDcYYo`iS|KEW{!F6R&h6aPZEcezjs0W>Moc
z#y)Q4nKkAAQQ4P6L@%6vEpFvi=KI}qKb)KCbd$3=F{$ZjfIL<1ywqH_T35K<@IKvN
zr0Dozz}oQWQpxu?Q=xNZxio?I`?s9;787or7LB+^hXI;(5UPymK|`9Kpn3T1Qw2tY
zQ%|NcWmc)?=ALVd6L@7kxoa38OH=DYG??C5)XCU9_)#ooG4E~BnTjvOdru6NKCicc
zA8cK)nMg5tV0G@poihQ19n{91Y9|#XyA88_$?aj{8O{#3<ItbvmS2nEDPB$I`$vAC
zsd=-)V}FYM*D2)!U*h6_-fw&<mzpx|r9#6_y=9G3?h{6lwj!2w`kLPSJrWAEaj6M#
zI02ajPHPIoZ(#Iy25x>p>){Pn?PR;HTCvGka~&Rh3T_fif-=8jeylIU{{<WJDsxb3
zE?K5|<f-CR?^JkNQ^Ll#<L%9vVCC2?%i0(58Nb7`t*Bdbt<~>nQ|X;-%1y+Y`ezs#
zx`zJ4n72*s!Q(qEs|}aG(tAo5JQu|!n9Sz0b_oc>FP<Z}phBPG|KluwB0M9A9O9GT
zOp&Djox|?ND{tH0d(KzM43~oEa*y+vKQ*)&c7mZ%;zm>Uk-N^Vut$S>#NwNQd~GKl
zv+qS7xq^N@p0EVv<<0x{4`{@9IZ0^{)EEYO+PAM+fx{Mb+41%WwIk>wLg^zI=nn(w
z>y+v1rs(Tl(~oaZ$ri^u^5n(G#NK<$X_r>gF3pyl*&U8Oe5gtJ*^XQNgj*G8URP~?
zKa4A;Z|*b3ohhLNp?;W>@}<(qgig@6Z3PYqxt-ipfn0iOE8&Px%S0kvyV$AnJzV9E
zceYqbHznrUP+zn59<$yy0^A&K{YBg+iqeqhkVxI_=N!ijuKpgZpFNtt9-#mlx^LjB
zmp8rdOsi;9IO!02a+`H$kM)JzM)U_Sp-T*Ibsa1%*ec{uc}su5_;O;u<Y(_S^WCSf
zwd`Hz6lCRi0s<%JEze*scKQfnZi=|+K->K1O;y>YX*1ls3+x==FW4p3K{oz#L$BN$
zWC$e8I!dkKE9!wd`oRiHkRd?1?YLd?WJlvMLw0y8z@8CMqaCwaJBYFmp6io*dhSX1
z86jB>2s=m6sc|F6+y5l)77Ub>_X^N2<!K?hD{RD!P<EbH>YylYmL8WFOl^P&UJ@`#
z%P@KStw`!)UuoGNSNF4<_bTjc$Cj>KsAesNgpJDAKI~oPI%o1%e_!g1RfBC|{VAxu
zpR1?4gOyLpo6_3Cem9AM-cJu6tPcJ7@2+7LNAip9s3O4c1yFS1up2E(w!E4gdL9}Y
z0^*6^nNolD{Q21P=Wma*<9%S@e_-_f`gsBFcN`pC5BijKO;hd{U#QxZg}ga$YLo5s
z@U1vcs!5<~ee3lR+xcU}uG9_YNBJ?0L<WjF{>I*q=*;|h^VB+=la>38jijB`8~G_y
zo$>u`JAV5+pR23bEbi5RdjHLQ{GqsuJonX1rZv`m^VgrQXH(R}yUYsYU)*1bzQhRB
zyQT3v)PzijoAkJz2OmTga6R@UdTOwUUcSTkuA+~X#Q{)g$c0EAW9dgui|jZ9*ZC`T
z&{aGgu#zu+z$#V@E-(u?2h%0U3NM`bACArg9_s&(<2fgn(VY_dRqjwBStTRm?ChDn
zDGfUm8Rx8%O~}d&WpA?g$}F4g9XWfQyZ@*E<8hA%Jv^$r^S$rqJzlTp>#DP=f^;~i
zlpoX8VHHvHNx3+(58CVQmJbg~u3rqkat^=0-XR=!>;iHrKJtROlm#?UU>tITXC4?+
z(z+QLrg<(m&cRoxeEBa)u=z3TMxy2@6Fr+@{=+15xf8!mdKw29%Ny8577)r(!uZnr
zg116d&X<Wfqz0=L73(zyh$@|}zWigDED)D>z+}HGX&`J7^74051EfB!$4<oD^QV^u
zKUEDc6?}4u0#LOKQd1`)i(U^~SFY*Y>ey5(d*2}U+a%4vywAX&2b8cJLq~D{o%N`m
zFRx@>V@M&sQ8r7Um`P(iPH%%^iwD(?ExfUnKazz8;-}Kb%56pp9H~VT!qyxmKZ1NH
zT|*OHLl6aZm#xC^+gIJ}r`b7tgvf<14dDmZF6-oK#|BzmoH93OBPXUy2<7qf)^eh6
zKr;;T?1wZ5DTZ=?{N-Dj6Xhwt!Eo)r3w#WW*W-%!>2E|5wXOzQrd<Yt>8Ot29qUzD
z<z-prk!Lo`ZrUdbCOaBoc6Jr6Uni;N`HWxSFibZ0Q(p2UwT*|Yl<s8z96DX7s5nf2
z-HdjGV0mCqB|}FT)Bv}=&@s2r(Zp*$@H8WgRxasANEJV%q_)5o^Q1k!zbEte2s^`=
zCWS0!uk6QEs*%Wc`^X+itQr9ND&|v!<j;5_cxxYjU+8n?a<F9r&MgOOIfO6f*zt@b
z)z`^ptnC)aT{P%CC*Szz^kXA5B>|HFip2MQx8M@9FJhRYnWfDIx-glTVw2}lNPFMi
z*}U6TX&`K*-l1UK%R?1O2cBuZ$sv(%51yGP!HleaRI+k7JeTu_A7-^*WYj^jnOefg
zNP*Wx1iitb1Mv+hj`wmT=6Iv4uqb@%WOqD;S0l8^?-E_7qLioeZqvJ*%U+~?I-0uU
zD0rRZRBIW#xA_UtAO=i=0X#De;AZ&X0;`bY`4&ze95O{F<us*A(nkj6GWH8?A}nLE
z$NLu)a%dTln~DDsVoQE=0rKYX1s$5;LL63KO*!3}$O!`SXP_;!wjhMwNKN0xrS?ml
zTy2GWt^{;3U&b8WezOMDHr~#jq%rl)lie=0E=sCkl)r6G&O&iy5!?Y6aC}juX3uEp
zgUPIg5^R!1L3U1_hPL?_*lU4cy)&u+BU*RTc-iiB!0(0x7=gH^LV#Y+k#dFXcpiTd
z1V4p9Eq6y7KBympP*gV|`nIn@$gg|z{pqgvwX5J{Acx}Ejnszo=$x5-*g}5N#BO#0
zUDxOk^L+E%%W8Y;#vMq>i})3@P5r%<L$XU~l~p8QEfUAZj_NB5w@1FsjAa*N^VR}D
z^;1Wh-&n!g7+nO2Q|h+9TQVHJZZ@mMk+)if=)jKaPh>Be#&qg2Fcs=aqAK$n>fGmk
zuIPNK)Bqg~p%w6&Il$e-%`Sr!yF)}rK+yZfOq=d01ew`{k$QH$!<*}7<<8A@-!6Bf
zml(f382)gHQ!{Fag{7HH!1%|&7(Ctkp4ljYG?!r>C`ahb<@|E+@}xuN*2eZ05}JkJ
z!*K;&pLq|9y<9hr<=K(HI}ZO0FAO>cllbWIWAZED8ypG0x+_%;Vn2VKP&Sv>&cNSO
z&2;Vy?peI!!sLi7O1*Eyx%OR8C@{J}bT^)dO4rfPLaOOth7GGAqBzFZuXBr#>rymz
zQ3uGGj{R?67mHg-2m<14k;u7-eQ%#mW-(+33OWc`wm@MC=Go0~QuDc=009)wVyTbU
zpRC|mfbD71fAZe#g65(2OytAah}A6o7xB9!joo`U*mw9oS=zL<>PU*!VG#434*JBV
z8!R9d)nHBgRSJ=%#fkH$6G+kiZ;!XfOwpwwS@$fs3d8i<*<*2jph|q_r0{C$Us3n7
zLG7yW<OZ*$eRiC>m&@AH*;zz={VFWaN7%(`s`<~2w`M8h#2(ZU{Kq^}@M#6@r{Til
z7~avzmF0NDvUrR_U!g)bhniB=;+CG+38j~cr|C15w{Fkm-TVO@iv;SVC{`@u8WiTQ
zK{me&s4vqXJlqqg?9wPMTpSjbeZrNI>C`Q=i|sI#WtWnYlxXX?_e?SDgX$d!U4c&`
zuyV1o%F+Du!T-!y+wy)bTkZ>kW?mj9HL>>K=%?l2L29%SO0Mh(bNE-k3pfSZFeU1%
zOMW1lut`Qb?j7sZQt*fhf>to8`nNG(ab{H%?ULDLdHjJLzKLaj%!$7H0WV`)DxoHO
z+3~VdP!Mt<T0ufXi^*F-K8yURALpIsm@5t{@(VO#icS}U%~{+yfk_&L_z<`B1;SvX
zbj4Dc1!AGDL!X`1f*w>+82z9hoqb<XFOIc`h81x=H&`WBCU*HYMS9^=?f8H+`Jmk7
zn_nKYS3MSrxYPKU5y{nE^yW^{J<9HapQwHFLpM)FHC20iJ9|?TQ&Sml?@ZmPFTVu;
zRB*pH$uk`bq=NZ1+#)tNos%~Qy37AD_9yt+rCcxR&$OdMGjZR#zpwCAGQPmXddf4T
zV9L@A1~?AJww%V6oEs(d2L{2P7-D#;fHYLzoaUNNSj@0m%t%q5IWaw$&>EiG@1?UB
z@svkw-Pp6zbLS+weSneYeRB<7Zm$J>oq=FbJ2#U2cdTsHtY@tz`tkPbH=QH?m3dCw
zdYJ%;Dm!dOTU7s_uGgLN;H=#@UnNmuU>|wHBE14y4e1^pT<;_r;TkzE)839cy-+>H
zT}*p)7a$$J@UjR?Ej2k$40}lZ@=DM#{GOe)@ua)H24YRHt?h(7M#oPW|BP5a&lK<B
z{;M8Bcol=Z&E2Pcyjyd$oKFBC%ao6dZFfBK1Dy%LUab{Uq|sx|iYV{p?#5Dj(`}!(
zI9>2FqdCGU4n(Ye^o#q@qb#kz*hT}jOw4j0i}1+-ir`Nz6a=4dS9jf1s_}0q;OGDS
zhI6|;4D5VEeZKjSbWv&GaB<cx2J-+;s<??RzVqhD)zNU$JE%){D{I-q)~#srDz+N^
zrh41TUkl>IlEVFGc1qfuV)oo^sdK%4%WDb#j@sK)?;UjHNgc~$Dk)2`Y5QffWiPx7
zwW;iT>FKlUOH`ICIU)D`@p@Hw=|OFFHpH*(y8QvEI}z>Z<Rv0Y(;Jm!3>nFh2~Y*n
zC21P@m}w+wC<zCY1lKcys|TT?mQW!|*sD5Ow%hsfd+k&04DXBA?@5ugq~eRjX1$6Y
zA*(wJImUoxDA6r0p*TZKzea2xTSg{JI9-##!-v|PGv<)CrbH=G_WSA*q!yvuzj=j6
zcsbhPL>2^*MFPdgg92Xz>0r(1;uahq1|1PZ1q^52We4!1Hux75q#X(>{|nLzlg%FF
ztDm6Ks0;`M{?niOm7f)P2hCdONBF47dh~<ESE*)yc*vxyg~$ihSpX9h{^8b_RCtXL
z-DBIH<g{0<xh%|REWiVH;}A!`{Oahy<-?r2YH=5~gP8(NwVNy};-QXYZwK0~i_-g`
z<OC;)8D<AGju2yTXuVf%?1j(%^F<CTD!=GHUe^G2EBz2q+mkg%!leNuL1Gr?3VkYB
zO^|VX>4@rgx3q&C3`-CtobhJKU`m8e)xaRdl7^beb}X8Ej@LZ1T2gWfOA{uOvy=@t
z#_n$>8;{o7%aJ;Ceh3yCHhd_xJ>MmMBc|-kw4)F&vHIdgR&qu^qH7ZSgG=uwRVWp4
zY321@zkc%V)y9{YQ2#IG`VtVfXgoQRlj;Pan0l}IC5_xum3zM0EWVf^EJpGHn^jrn
zqBH&^ST=z3&hNxHgP16jxY$3k6#nvhA)HL^*>?-R%e{E@%SbeI3Hewx9%)cF7`{tc
zwSpt=zGk^La(?YmyywuiIk8!@>Pwxqrh)4_#pinIRw?zCg#~r3x@yGqwDNYXmL4S4
zH-glQf*xMSH>5~A4$bx82Yb{HcYTny>ms@_XpZr5>O_92=hQxw{z%z9@Yaw?Kf45F
z1<B*RE#?STK`u0pDB2VcKW#IXxdL2MrK9orSEIjtL_zcXx<)!z|GV-gl)j5HjNjBQ
zG-umB=m+Z|BJXGWv)5J+5GJ8lhB_^GDds7)>*&Lgj@<-ulWf)%C>0Ck5xqt$`EM9r
zas;sx)FOJtf6meO2hcM3h~wuOS-m6a{mZ3X5es@2j)912*cN~~%KewoY`^*#a*NKz
zGU#g1Pnzcj)`1#ODHDWJj?#Ls65~ht8!A#ya}}kYzWSNR31#8%L45D&AcX4Hzb@pr
zNzoj6)$^B?0?QLr2S_aKay54l6n6qsv@#>FSgC(-Qsf8GKZFb7G&Ja?frra|kCw{+
z2ml3qTwQ+l&Dc3)=`RXGWP;)6^sid?a(`Y^TLA#^XB_t)Xm_KZWkro@aOFL^{wT3`
z@+Pn%$e0SkWUVCr;dl+>2tY)i{VRFau6>a9)@2{d5iQ%v0Ku&VX)lKlQFO4g#KeV)
zgXbuORiE0kx^|IC{mRNpN7`(|r`Kq7881jTp+g1e!vq;3gg!}2gp#2JV)6^P{>v{}
zw6M8XkjF(0=10Q(6s?bq?QRs5Xj22TXz8eg&I>cW7qc2>)g|eU%2q>_*$bb!?|4l0
zT<&$fnPTP|sw0{F*XD6;`N4E>ICWl)sbRejtZmRTO7edF<L}0|5jH>-Ua?(5q&&t&
zybbjVrDFmvO&O3#znNTD;YC<1$VA#2DqHdTAhY8=<BcgG&3g>@+uD?{k}z(B0L9|t
zBws95kd4jzqC(R*uI4+jIw6Jm#xAbQ88%#ujo)AIgke*X^6o$Ypb-8<&s(^1BXb9<
zeph!k(b)OL`Q(65IN|x;xLK7N;VArD<F+9Q{s}V<*n*?Hm+jeT99@pk;eUx|Lnat>
zDfOpuBII8x6(&W3(0aWEj{Yp_#OTb^ug!;-zKvj?LpF4d?8Q4a2O0-a`F<rQkh39X
z(eJ2OsHLisiFDimNm%W8(TW!aN@vMqDdraV0D(Z5NKF-WX0&?HpGsVx=9~i!fcPZ}
z7T_1{M{}P5UXU8$cz*|}hTb{n%=J26RaBHnJ0TOn_mz0z;V2{od%;`S-<GsH_xAlg
z{f5WoTQ*DhLx)H<(K&EN5>MLfLB$(nE&$m=`~%_+(uZamk<Rcdjm*=>C)k73TXSG(
zaLe|lF=;)WHWfM3RXV>Xb3+m($!5QuR9C?WwY+)4^y%!bJy6oO;#+fYW0?1DzdyJB
zu}2!d`!hHUf|k*fXkv59(9v7?UR|w6e9I~Lk0r*@9j%wzXowc=%Y96?EC*<O$-f0F
zzV+!g*GF+)_51G6Ggf02wGbCB0kh*qqAaSi@Oz0JtsX+?UH)^jf3<p_os0m)>d)W-
zH_*Ujkg(EF%Rh-+M!IGb4;<ZpTsWZ|mQYBaXZ$g%4-&ofI?qg*|D64D+@_WhA1E@|
zCH!}cBbMczr5KKQxJ)dVP>YVamMfgYNAp!wwJcw|xY+9JbKFDWcbw3tsE7Dg(n}Iv
zW7xtle&_6zlAsF90AuGDlQSX-6LDvDb)8W&bAxBM4*3FW3<{uAU})F^2g4+=ZawCT
zxyS2$R`s#*{2h=iFPR?vcN8rG@sI4V=zZ_^T1Yq}z7P-A)8niSH>}Nl=1Zofv##!L
zw^yz=S$|&}m?;>%5qEv}LT%#mJE$7M26-G<#JlGEl`)71ww?Z^O0$&xH4yer`IS32
z<V`S-<frn#!u`}{e{ccshpU3Z!;ts@lF+$~f{0oZ6_M<R4tSFR#_OpYcuRiTn2i9j
z(MWK^jXs;1c0!2Glzqfjec5`~>QsbR!&%#lGxZq}myOY(90#P=>1dQT5-Cs7wo?T#
zIZq{RMUPhk#qn@n5OqG0V!eV4o=5gnV_yFFDahfRt6g?4`k_+vS5kALk95N`@fEW<
zHpqNb!hDnx6wGtD0rKi4RiHkZ6gR?_;Ua-twE^^QDT)AezQ-$lRi-ui<*}SBFnj`s
zS3U{2n(AO+a;8hx`~z_B6~ZV$!|sEoqSw?6P5{se`gzK~$fawDhsTsmm;NR00H@WJ
z&kW&U<`epWHEzXNw(Wx*{AeE@b?G%fhv#6>rqrgpLQk0G2eqEe+hw<x{ltr3T16*#
zDhzdIAsi%MvR)F54wD6NtzzX}_@?PS3<B@RI@9*?%8Qujo1L=IcXXGsm!NmSg?xot
zD;jYZ8EqSUyOwpLP=QlLhdxWQkLA%Vt)B)lS+9CZ_e0-2mzR^zW|LX&l`T!q-Be<*
z6)qc&okL6{-jn^@8f}!-U(oYb`T1M>=Wj2ET!b?)rxtwEwRt@(@+dKRGI_dYdiuQ<
z!d-QeU@e<tH}uNLby83g_PIgT;pLdsaR4xdDgeM3Bhc1XyGNQ_!GVK#^f?w&%nPiB
z0pcqe63$MIS<eil)|G5TKn>2I8%{qK`e{U6M*t*w=}hU4l8PCL>92>hW0h0B>F*k^
zM^m?lm=*JSe={FSRi!o?<@V%uXuh%WS2@8%@8{#9tls*#ac}O114EU)imx3)A0*Qt
z8P<YCsrwj?M(K~dvLu9-lSmtOT93E-6^=wfY_|F^9md~VT*qZ5{?4QB>~-ytNjU<{
zDvJJ|laIr_@a~D%+^4(32Or&88Us^b-N94Q?f(|~;6){)cfoZke(rb1zxUz_?g)JJ
zJl~~5AXE!<=j2NOzbJMNjCO4<#!?$P)twzyQq&Pn?EAZY_#48%999;;pYs#h-usv+
z66g8pf@ZtX=9;F1|2-^Pd3f={@D4D)n+F97+yY8*9InPmo+JrfcwW@o5j+@5GjX3r
z#M@j<-mUVt6GdMOiiGFtYXrzPUJTzY%j0=W7RJXJ9|<RH0J9E@`djgMjJctob{I*M
zi2ck=0M^O=9bs~j#Xmppt}0ncP50MQu^YbXf`#BbBMWDeBmuaIZ)@)A^*Op(1u%X*
zhnIcx!Ea)G+!0UA{V)DJ4w@Z8Yv^&G{%cz+fP33Z<1sMIt)8wN18?^}8j1tM<Wma^
z;0=)=lStF^?SSp<UD`YPKm)9F=7z>k?cbL^5}JDTsPeHA!=sUcjTE8LM*pip2V8OX
z`rm1=82zg9ccn!y>R#-uWl+fMiBhgq9z7Ct5xrFq5b#J|Mo}&Nj&_!+vK~92t^=wt
zJpiCwCP^;C>1=a3*uX&%tl%#}6&)zs@#V>!3z#%Klk2pxyt;Q)E42F+#kcFgbra4e
zTBNjs1fTzxNj9bL5~*wN%l#gWmSghP++5>yI*ijjjMdTH12kW+<q_Bkj%o#Ya}5K!
z!t$Eh>e7!VxXVUzwH0**Y55~sleRps1Q<$oDUBWlnk^aJ6v=)QRw6K^p+c0h(Ocms
zq;V>Y098ngYy~_SxwcqlYzJqi@~x7rzJ~&M&^$cc;ACfF(yf9=DpS1|TsZ6q6)8Le
z>}@v~U6SSjzvgF*kNGYITt_mV^B1rjuYyHmAX4m{JXX3G1U9QV^0Fvh1S-8L0MK~2
zNI89Hp0bLT7|<&=2&Fafg4$r`1RxZ2wkj9B1OscNVr4;erLR`H^w0J$B2Qn1-=}(s
zeR!h=6-MuWQB!vnbse^W`foR;Z!%QS#2P2zTqyNu0E~D02)@(y03Xtp!TNi_Qk)(-
zuwZ%5NZ%jy8S|9l2nc~(0Ep~yEIFz<ugIQCy2_|o`#sL&F)~PsHBE}u%~Z<kS1IUG
zD0q4gk)t)QaqpfF@}Ffjt8`J;BA`_3vlNsS2a`3i*Y&c0>t!m4l9gfJK>3%y9J$qD
z?D>m_=C|a5EZJ;Vs@VnlsK&uUnOjh$dvT)qdAU?$!*MhtpJ;`2Q9g*)gDk&CcsPZa
z-%BijB!{-5Aez3QDujdN@MeXlQ@VO|-b{`R`ETE!0x18^e^atycBP}0h5eQ3{S6;r
zvh#;43%?7p&OlMO7_z}fvFO4Jlbt%b=4{3k4~OjR&SmJ0@kmj$WjQsYjm-wQP}%H=
zRP)L9zulru0DirhSl1qC=2`82Tu<w_U1)ZGID7$1$-?CzEuoTM&EG&c9WVWp`D5m$
z!RZR$Pj!PSkgrmFw2_#?MXv0F<SEj3b3cKk<o#eYHTu4GntMkB;UERPgJ3&Thb~?4
zqhrLTF$B@JrrP~?{v&RuF@wUgv!-!t5`QFqgH-bF7bBB*iNhZH(BY)B*^VS!e!h)+
zN8EzR;o<6=#9gLS<RRv4SPGn21T3NTgnc^&?atUTFGlh3|FKc{bN5|1T4fO#^!S39
zN)j>^bNb{zEQo(XprES=mk<9C;$`pVk^Ml|NF0vHCy^l_#Q9IFDcOVg5bbvcq*nD8
z>O_|n#T8^YFc|0(eOAD+_mwoywE;dj&9rDB3U8|9HE4KT4T`+MN{7o>$<5=#uJG;f
zO~T(b9!Z$czZvj7RD+x46gu4gd@8CBBVNAF`;-je5sBJB*lKEfyxG;!c=NZ4Na-ai
zNYxw<BFG4U1AWIuv0GD2VN%cO{={SS)rs?bCm_@$5;K0rL6mBOGYZu_M$U{6Ms)48
zrgk!3#l~;CyXL|{FuSso`>$ZGBwf?rbyQ?nH|-fniPu^)D4*8}t=X}*$L+ggW85Bg
zuQ~6U)j>#nRHVV977bo}Yd~|uYG9m1nf3ZNEYa$R$6MYFLv)p^j){(*qD7e0iyykn
zx5<S%+5&Jm3QE8YgyI*@(FDKM)E;Jx2zo)Ml4C$cR4PESr~DXe?~-6QF*`qOPf3z=
zu!Est+xEwJiI(wl^*JDDW5uFiJ2*^yTyw9>BHJmYA(S2O372kKu^em)F=Hdlmf}qD
z^3;}hAU9}O3g)a9y(zcr^Co(zPTo099Uj7+t&=fQE^XrWO|2DNdVXz4qSOk%^)J{C
z-dctr-w600Ye;=PLA;EJ#Eb`L{=$_b_)xgAG)X3F4taks0mJ0^ZfN)k`IJM%_L<9G
zRO6;F@sqf^_uIK|>hRQt^R@(0buq6$YwHmaVh7F5SGPCC-#Z^g-4KPF;XvxoS#%Oc
zzc{_r6~s^W68t)bb9eFZSEEq3y=OAE84PT!t(i~1`hZX}GPJBC=qgxlUW&!bSaKYo
z6^>bWgqfmH{%c6-D<;<vy=eSDDk)I>z*u6?uxkkZ76P>{89x^ZH4pgnZa|CYOP6rv
zZr}lWaGZJr6O?h4eCcM!uNI91Ng}qAZB0z-z3lyNTvv6k!d)caysx~;?PpIyngy>(
zDeUpC<vzZrc}sCfR?}_X@99BPFZo9}zoI*T_laeBN%!P9y~+I&V1cIZfCearCR_~?
zRzm?fGAl$8JoO>;mta7u^(DyE(eFzazYT&qQ$@d21k%$vBt0GkTy-Bl?M4?XMleHJ
zO$@T3*sdjL3zh-A7*J_FC{vWu7>+GQ7$o-O-weLj`R!+Q^f#wxx$bxc;+@z{<=oQY
z;;SPQK8Qp^RW*~#^s@FcrlxEtSqVSHB!QuzQZCPC=s&~qjyO;4kkR4XhgBPWb{Cav
zn?uXLTfP#~dR&bu<|ApCZ}R{RwHAf{_hLpUkcY)x0ZXD%oqW#xn>>ZgTzN_PFO9ct
zXJmo@9cZz12hdveYu`3fUVIiGh&?jqFxa)6k476Xk|yfbuC->2?J_o`uQz;2#N4U>
zW4KXg(|ya~Zh8Insa<Q8Jy%x5!B|T-+Bh2&?{`k?FzxMwZvd+40PU}b0PP-rAAaqq
z89qqYs7Y!)XV4Mhc8ho2d-a3$?-oPd<-npzkG;UN8R?Klc=5~z1@o68S3M}RP0tMO
z=+7yo#iQBZ|Kg1ofw|J6#%cw3%2%{lZ&pgVj%mv4fcq@9TH(P;Y6)4Fgls!uJl0zu
zCE%H)S{&-Q-k;PFUEK(R#Cv*K7+B+a;2P4}k@^?!w;#yOAv%^u<x1`%&bg_GDgd&-
z666X!GM->3&FOw`>W#G-_dko+JXF|DwLGjccMJq@z-~&5@D8gphQCjEh_c3k)1LxV
z&MxeuyC#{RO)(D?S7DBwHP#n*;8GOq5bAJ1mFoqa4PB578BlN$fbL~*n{?~!pEc$H
zZGH^oq{YXwiC(N>&a5=fEz9Tdd$W<D31>(?66-w_>Om8lwTU#_g2o$MX>KW}enp`>
z>G%iJG#*4st*>>o;WC=VVJ^N5iD7^v7-4FmY0X*k)a}1H>GNu9Ykv%9&x8-SO#jYV
zTuq)mtExLH8}0AE2+4YIDE@HFYs-ecZT!-$uG1y&FX!+X&!7%AJLEELJ^xte??W_x
z*)^SFq39=R&eOwjsWymE&{A@GllhQ98X*E6T4oPY{wi!p8h^`_iscGyy}!IW#WL^+
z?Fie6Cz7p50Supu<v@4Pr=zRe|DZhM|Efc<$pU%s$1s{i-+BH^XLz{xG+HH5p#4XP
z`gF6v<=#aL+DFXZrs}Gx3)hw&8qf*!eT7y1cOWwQWnyCe(Zi6(_kLVV+>k^uR0(q1
zIhc;lKq#b$=>_hbFj?irg^p9~<i<?TiJi0c7{k)Q4+UPqq%un@yZ2tcO0=Z3*Z?jW
zY5uD*XOyO7EJ+t3AT=eQ!WZwS;j9Q{4Qi|)gJ4TOYf6=l4|cUVW*HQg<n3Rdd?^U=
zJ3zN3SX&U~q6>PTr8+1UlxOQq{IuCja1|i1=I}o(;^ayNz8>IIjcl(BZ&}&QSlL`y
zNnYsKTsX~dF>FRJfeFAFPRnNWrt->t?e~gWuQgfme%!qMVD6}5pxJ%B7yae+qV{mf
zOYh<f=&no^I?e6}x^>_T9j(7W@)2PKHznzt(hp!Vk171DEl^ExmeXU4f0;4SZ2u_H
zun6_H9TNa!cRR!aWNA#25ZQvY84qwfj-<4kLj*p;?QPGwb9f;`5I>$=N4}V^7e!OY
z^b4)u>NIb$+3c!ST^K!eX|<0^NY0NhNV1qAhz@EQ@2eqF9u&=Plp_nJu+UhM|Hgy`
zl#Qi_Bp(LYztw7x_NR_KMXB5A)Gd6oH%(rJQDDE8un%Y79nQM53%;;EI&6Cl?E~hG
zD=35{U5~2MUbLms)r=RJC1mz2hDJBDI3IkaKFEd4QGR}4me<QhO6$_$0#sRHfj2na
zdC$mU-KZZhS?}^nK102i!;IGtG!SBU_&EXwW0_pne4B1zC1cn-<B}|;csZ<tg2t7U
zZ7aAN`cuZ^Q>GV+-!4toQvH-fy$>l%Lk&`t6m!()G+iDkMh%prW`Am%Z*i*_=s(-$
zBEu>?IaT_}z>sr5KZ!-w?B$z$A1%BI+?)08l?{+HNsA3htQW$MPoIHtGLAm`K9?ml
z<F@NouK*Y`B&?3}qZzLu&Rz#gqArj4N%l&N=)Ns1TabQtu$*EDf(7{pU2HV}{BGYG
z;NJ4|b|0hWVyG)GU0v3xABL1zgN(oPqM{paR_Aj`Uwy`_k4^r81NmT!;>Wl!knoJ&
zUrEG{>G9N6)vd-p|IMpS0i`&eZ*RZFd;c}Y`|H+stgaG<Ix8aQ<a<Ehz@gyptyguw
zOfa=&e|0_j`YJb!3KT}RMmI$59u2%57N0dBN$V{tGx=jVna%+owFoS}6$d<iFf=rl
zf>DbfvdCnA{q#<%o$=wx$~7}vgOlY^9W#5Q^X0=wV7-0T9`2gDZA_Xdq)pwPk%WTQ
z5CNgA^m_NQ^PH{LTdZM~eHTs{4?YI?sgq2x#uPRHnLyqq&J*Zn2;d?XL!-SyTj<-=
zS0m0{Qfg4%kKb*+SlZk%>t|v2mg|yEmi4|W(+5PpAPzV*tV#HE%Agr=X*4=^;nEas
z%&Yhi6ZFk#Iidw`5~jqXb*!uKfIbGjsoz<8m~<<~;hiI-B!w>MAX##Hwv6tk^cqHz
z&VLRm=vn4)uIDl4Rq~?mMXjD!sm<~eQO#W+O~!b4spI*~`aJYRRbc76zD^HaKS|GG
z=k_zvxW>*)fOUf>4}31X(~9%Z^^_#T>i2V@_(+xuM6!AWKwP_e66HF717dvL30VM~
z56&I`mZfb1*q0rje+5sY!$vvL;l7O=x1R=CNicz&4)zydtAhe~FF`FW&*4i*2H`WL
zK1Ew@|5V;%U{h@6jk7qW*n`XXVydf)uOH8^&&2IfPpKVM-ZC0|pO*Pb*=r>D#JN_P
zD)+&!;OMJcnx{<e{`YPRyPTH40xk~-fBTL5AE{1AJ$t;wZBYJdF)^Z5n$QX>r(w%T
zd5$2=DY63sXX_^ce2)D+`EtonfX+b%=3N+L3IV7*M{z;1E&x}8zs!pCG+Pkj_)GXj
zn%lp$$QAVD2tJcQh$ESk9Dh^p@dD{Ki7BxSEo^@Vn3UWJU=OF^*(bc3U2*z7IquWS
zea`~#i79G9&tkVToXw$E>CPOx5gb##w?@f<8OQAUowLtOy(4_Ce=<AmiXX8%>q6U3
zp0@z0^=LY2-bHy93s6O<Q(Se-NiRC)Yv{?F4G>%#@)YD3QcqqS3}s@nOlC-XLgD`d
zeauCO`u3&;xYksjFT=fkXd5gV;LFHtxik{CCEFZ!OopkT^xqqVg{B2Hq0%9&9Qta@
z@C5>O3CZGdDhB(1-^>Z6jwDJMoXc#8ukYe{RGR0GvE$?cJbc_50msy2-f8LzD)3RL
zKWfqkQK#;M@R++q6G9auH#F)V{tI19J*QmylEKPcSY1U!_{xta@&ueY%LRB$WEV89
zO~YM_W84qI-_2pIx0Eay54<hGC=LLi6WSqCy2mThSzFT?qKsX^-naLStaZA-(ek|D
z3lvg|-dI95`<}sxpHftzmNi}h1`TThBc2M$;<Z7F=8S<MJQGY>Bg6k?#vA?85zUF$
z<Z=N8DQ^WXu2#%(tQpp+LJ%2E2)QuC(2$%w+lW-#1!+ENvdeTggdPf7SgS1L$A2*>
zQ7l`Cw(evfP~+>f;8Yd3G>-uLfj6NY#pCw|NlgS9T9|*kDK38Nz}h1d^v5B0KI=)|
zFJ8T`GJx#8Z<s7@W$<@1_9V-O3g~o+49B>Z8aBDGoW1`BmIWj}kGS#I&ub~2UsFCG
zS*rQ7Qy~=gsOmuH-AL>J=PH`f;4s<t?;h~lK%+5kqm78;dBK1<r*3rGallm&duFfh
z3cLu}tQ;8g`8{4wERrY&M%;N{J%@~qE4|k?d^Djg?4PV1LqA7_)JcdGz78lUT3)$0
zVTd2kwO9!GZpHgJg!0L0Q^z4(+M|_;Yj+=maLNs+Jz*3OZUva;J0@&=KFHGK*`nIc
z`x1s%U{`IibDwVRoh<xj+#HoRkv9%u-2Q~T^9j?WPK$958go4=Zl7unchlZPm8IaK
zz|&pwqee$6opz$Dx4EO3$9E3di63|UdDo3OJ~>hxajo0);`Mgn@nfhMv1*gP&V>D!
zAXp8vgV$R9{Lsq&dYt*EFBlf2$k;rR4-c{8HSPmKc^5y71qpSN-+TJ@R1|Kk0A!%G
z$!&*H&s<mcc#(Xh_N3oE=ktM@=)*hLM8w;@gO``+&$>A|*|Wdg%oz`7nW@a2;e1kW
z_oU7aS8s=#LuP}#QFmTy0(q*h6w%_%g9Efm#ys%zc8#KKh~RGXsuw*j2FYh8%fKiA
zBu0nT>vCLbbF2CS(({-Q!Z$_;;lwbKBwZ{@HOkb%_K0$p(=@Zy2g=Pwj>gaVN!vcr
zkMnv)u`>u=&?K}LGr*2odHLuT-+jhl<=p4}G@}RP6(z*v7#5HupNQhH6M}>+$#2g6
zOVO4ltEE4tsk;Q`AA~&a=K!=Xzg5{DBq7HQFev9&q&ATLsS>9a^wz(Mzdzj1WZ&v>
z^CW@DD`B)|K*aM8%kUXB!W_2%+D(<rEwbaql|A?j-<7qH3pjj+8wBlkY0+IQb$8E`
zs*|hhMYI^e;k17psEovXP0<{GjInp{a>ZC}nQNc3g1iW-jD&wldxnXFkRdap-v)w3
z>0jI$*le=<;yy<Lb${&FQQ0RwAiXP!W)IBo6$q{SX$k-*$)75)4gi^IsB*IOz_jA{
z$RKFl7~)$cr|Wtm2W41O5O1jBy?G+bgs!z(L2))Y`f1Ly(d@??znuRAH~eF)AEm`q
zjE<xey;f<6261qW<IO3K5Ij8n#-m@%NU#Se|GMI%l67NVvJ*fhsM5f9<zL8(mt`Uk
zi_X>5jNpoUVb<Zu7FtD%{-~?*kI7CD`Em>TFU`P}d=6K60-^~%eaHg3d*6Rp3JO1X
zOPT>we;c@Ghpsb~jxX`CBC?BL-WItZ%z7Ogg~(S0OAdOVE<Isn0Zz>h`doh8j_@^q
zmFEl)Les-H!~kt6jc&g(QnL;ji=B7V9l2CK%NNrtlsks@m;8@)0?G`eg>kdlA0;`q
zUjBp9E8RiH2EPk=Fp_(pHp4|eDhp(OJDNv^@qpg<0=X7qLkt0+oU(brp}CfsujNDE
zyv=_NI$YnkrqK<(^p9q*Xuk@{Q~FS(_5tTBnM)T>*};6zZs(dgoT0~4S!^D+H2za|
zar2l%CI5mZNAORE{{$%ByJFR1;e<5pl~=Lf|5FM#jOtrxYQ4(LB0?K%8Y}Zq^eY7`
zS}6%xz-12hnyk`BZ7rADZuU+p@b#+-^tVsb#+5#^`p%gRB%@D5xA>~8ryjr2uHF4r
zL;Wz4B4GVD#Wxf8%0gphy~2d(7wi31JRHSjV*3m^hZ%?IT@7i2GoMp`CcN0{t#DaE
zS=-h+^HH=`^3BeeMNXQTZx5)i4^+`E8By*P$efI}Q;cQ>2$oCcr+^J`sH$^WW!&=S
z*RCm@*v6ci3segl=e>)4SuZAk47}4dZKJ0NZSuh|y{<2-KA*_?Jiz_uy|=p%tSy9x
zVu%v5^B)_+!OnQUKl{$Mox$l$-1C?|<=NlWOP^^&W(-A-Pd6GoxID~EX7(Q3L&d#q
zEdTPSz5O%q{S7zo;;jknXze-oyR*dY`?86Dd2AV4@U2@Ev{f}5_HT!$Ul!ENXt~#a
zUog~eKUnEW;{JmATRA2%rAdMqqP{{hZm~f42X{`*S8vGtcHlO}_y3%E_vxs<@y(py
zhzzp8gwPG@NqghNiR|T6JJX$$xY$$&lY@!MkyJagz4h>l)CZ7ef*&7Yp|(}@FY@;R
zn7N}<ALD-{_%)X9f|(-*?M2hv&$}8<==}kL`&tJObg+KR>3ESklC%sN_+ZA9e7wBA
zr~yC#{kP6{@*lnkKle`-zYLRNkd8KcwbCBcgx2t0+?1LQ$HRfSkH(a&<fxO)10zNQ
z2-^!!K$77&_Jk1t08S|dPeA@$QB{##!^CA$@u8?1>a7-ao7c0Wi*uAJZGgyg9lNt7
zv4T7-p=0tG^{nw2>5P9%MuFW*(Rq4SjOojv9QCeAeLia_kJ1&n)K+>_S+=QvD52WZ
zv=p+eMk)rl+dLmP51c5;$BD^^l8*%L`pJ8|7o9FAVTR5Y0x1TH{=9$N2fRdGxGdE%
zjy3nDa_av)$POLdzg{N80_wf$m>j7%T1S!(GM^2x^qN(+96bn2!GP2d;Z-w7(x8{e
z0SBp=o|wKonGu&K)29dCv37~4lI6zw<A*M0oe2S3ogR~yT?8HMzM5+CJ2Z#3Y~=4-
zYHPhNXVGQ;cKOm}KMa1a9kYbIn`ym)B;f}!T(oClnx|8lwO%tMRPMUd_XCCReZ)wM
z0C<a;P$9KSFWQ{phH8M@S4x6VJ>RWWv;#2!Oh|yF$N>vFeSOW=k08L_w~;s5qVI|p
zgargbc{@J3?dDGSMkG7xPxgad`y$Fi;<L`X_$PmE@m>cWPB_e(T`7hH<B+cNhZ`;0
z+aiiBG|a76o*8>A(J^603DobKFv8d-@t>cqFV)xT*JJ=KvIIHL4t%1jjY#Rba}fX2
zs4{WY*~lzq>gavz?z{Jb-qp`KpV%B>YSssHrouhz{*2=|Fv4yde&p=4vzUd?UY&qg
zu{Lvf&g(EiO~PmVLK{1s;tI;Z4rkyNxScvxo@i!k*@+#&FMq>Gva=FoG+y@ZOSYC@
z*o6~+JtY#ATHwSc5L6le_z{Fi7JC`KjcmyQj2#5bhf?VR^+$N=I$4a5kE0;ON*D`k
zd2ws$=LsW%-ZtjqJZ?SSQ>v9$*c+tHXvRCDw*C*={Nsr_@!|b8&ZpwZBrVPzxe#F&
z`QIiB-_s|Teu?HWGr6IrP?vI<!9VtBt{zG?6ttG+$fm5K0lgD{<%jex%k3*zcf>fk
zgg4zi_7jBsZu4#J#3;wC0Ls1?Ps)cZ&t*|~A%2+uhk43LsTL3c64NXgA8SFM<LkH;
z=?N?2couXmRZ7!;ik=QOPA+%-m0k}EQcEXT;4bp#NDob%iqQX|p#S;ty=1spgW{;U
z8SL#wBl4Px9R41sw5?If;bI`BbgREtcb(%kOB;(@4z%O-8tus!R7M(#$={p-@{2!m
zZG2&^I(qFmdd>feRZD1mTSCc)hl|nH?XA+c`_zDRHRa>W#E;MJsR|A}H0bFaeM1eC
zRmvJs1gSc$$-cu0n+JDU5q&EH>5!I`-$`*okp|TqwX%44KrfnJcZ)L@tu^hEo3>+Y
zzxXS>Bjh^mr_BSs{DXnpV<yU9>#u7&Pic7Rk(2mrp&fhJhp9=XZ-5=hNR8z9;}e10
zEIpe6#<1Ts%|e*lhc|@RHiU~xgo{ROBIU!Iy1p+z{EMLV9ATdlk@e&0{oJHr#W%Xa
zZe-sf&17Pe!L^dv<fm}g^NoXuv$HXUl#Tm>%=>2~)O43sVRsFe)?9?@d&gu-U11Gx
zk+jQI@^Vy6^1MBZ8044#;$K|IlUciYh+&uyj?N<R6Ua%{PsFX?e+}xQNzRq>eBCh}
zWi0pJ)gsj?fUfGkY3~6|c!P}v^x_`;XRVts$>*BU28JmCLumE8oOwK~;<Cz*31Z&b
zfLw4BqnMAASLnZ4-$U})M~gL~VE}nec{&y$t-cU{OlD?@e%DWpuEC@kfwLxVeixhc
zaftHu!fLf1SHv$8-%k-o(+96(F4ER9(Sg4n2(;)5A{!syw1GgsT%Y32RLcpW_PTde
z2Wa7QnO!yD6FbHo_kCOtQVpKv<Fx;*xA|XDe5@(|kNQw$@Tdz75zoYlWm1Y~Qr2ah
z)@Pj7(NNdZh?|~Lq}1@JtFkX-{l#m!x^Yg`(-)-dT1N!QN8sN_;2*;cDscHfWpw}2
zfy*L)_@Qmwi*cHWLDq;tLXPwsap}_ECzMzJU;vlaqX)xEWO=zeJBn6$%ZBWdp7S(R
zx=Wf{+=r{dcHZs4-5kOUQEL`{kE{E(L4U5KpU(6a>V4da#veVz0H3T&d}v`{q%^Dw
z3aVA6LKF~ee^5zUSRZ)c8oWx*wm^9~tnH&GF17m-uF6rsKlMTPS*v;v8lT>j@^QUS
zG0_vmGvO0@@qT3|U}~+>jH2W3o_bd*1nTg4qD5&HBOPoG>@R>e*z+@yWiW{#Q~nFx
z+oM)=pA&ddewk<wY3ohsnTZeTiw+w%R#!N^O45LqWMtaOdHm6mN4>wtWoX@(-}B@1
z$GF5#$;qz;?!GDqQ9tv@mL+U6hbP!iFn}%I9vqg+z=Ul=tH^-c#T5eijg1ec%5}9C
zG?ybfjo@_m@}!e;1)pt%ifB4fbjTj#CO(XQ&yIPcZ1`MBK32T!?uh266qD2_F5vpu
zl3`K*=!cidjFj%8`~t);0VC@tv9H_#NpVHL)H(r+{26jpn}T32V6{on3F2@8X2#^I
zgLb<iy}b6br=?fXe70#J@Sm(sKl!Lx?jZV!fZOf}_zTaW(z&QBEuk=!Y{vb#Cr^Pb
zCbB)g3m9%&=otcFR>IOQAMkMLIi!FhOX3nD8qPyN{fg&&{US(GpF@eoBJ&b7)v>uM
zs#h#%6~_2>0h*-~s4&>lx(RQ5zG~vHbpXAl3iA_O>OcE$1R@2nnOe)i0u)>{Swf-o
z{ap{A?$T6<T_y8p%0@jE0W0{&LB1T%En+f+4f$KY#$V4&yp_YLI@qWDASNMnkGn*`
z5JJ_$5CL0h{!eK3ie7ly9yY7D7cZmLy9r(Ft^OL#<V80K!TU*lF49|Fe=7FfQ0Fq9
z{Dks(rQy29Rd3Xn^lQv1GC8tfq`JB`^8KP}p;QvP>_>+=&DBh8RwX0b;XcVBS=-_K
zYK}B&;I2{)N=#yUB*d9W7bL6^c3Qraec#6Bt&&G!JsWSV?`LBpkMJz<so|8*DpNPL
zpA>#)8~B;vuys!%eQE0PUi#hqEs>Q<TW3+_C*c&_2<lzi`V-EtK0dzsFzP6qtsfQp
z%ZX>seSYq7?I*gRCI$YLeOl)SLIbWolD4U-%2XK-Fc{UHsE!GCqaXd1dSbr=sDf(p
z&Q*nQh7P>;jkV=_6VFXxdLY1!w{Xq<Lon*p^bUmoxFb-`A#;yxQ)(ZcG>2qptgv4L
zc*3HB4G&kjZLS{-LB#o!^urgFlRij$UfY_HDYrb_n_9+KHNU1@Zk$p7=kRu9cI|8Z
zjILM3_uYh!lL3JkvsWCQhlY!u*{EEHDhmerR%LN+5P9HO)ObE4*=ghVxd`rBU-Gg!
zN%{SZX(j&ive$OOO*hQJAkK!-tK7c3^G2L^oznz+QXHn#y`9}i*Spm2fPHGrv())_
zPVFcroQU&EYLqBGn39=l6s_AM4*f>ooDCrY&pY@XpW#Tx!o(Z@F?XSFGQ7FW#s|VI
zgfaBT^JCPVn0mK`u@H85@9%C4tKg6CPsbxx!-<ZEUGNwBYRL2X{UPM%llA?f)P4<b
z31^xU3K3;G7U)F_Jgg7idWsAu1fDRm!_Sq7^K%28mkFM>B=skBG%a&fzEVMcqK#8k
zu_w4NvppiE%7qDR{(0~`W%EB<wXc5XwYDP_sSDDcPYi^5(6-0#XHR*L3eP;ZCkOZ_
ztl(iaKAvg)K=k)VLbTen3+tMC1*^X|^j8PDX?P+Li~{nkRydc0q*<GNZfF`2_q!Lp
zX-NEA2<WIZ^_A{(kK%EC=SRsbq~dG;$W(SR<KWxx+sk1*B$OavFi37<lPHC8FBr7v
zTd&<k^3aa5%Ay#+iA0d0etq4(=w)Lo(9ku{K`q;0G<0b57ycOiUuT5GnbpyKkS?+Z
zH>t`xhqvHE7-$-+A4u-;@*GqcZ`#z4k9nsz?)A2WFN$wbiW*fu8qUw>FyhPn3K)~Y
z3a&2|^qcnAy`d=2I<Gp?4!p6EHu4nbw9~484#u&CC5#JZLW^gV5-_VPE0%;s<Xv5s
zUD;D)@}_&Q6q9<KBy88>3Y|@G(>+-T%PHk0@8eH7>=9*F*rIjPrE_>2yyG^)@|E9L
z>Oeh71w6TZ=V#2Z72fa9nmfVa3>W%m2IH9=y9hFP3UmM}26+m!fu#-<8uk}O3IkV7
zbUqnJBzTBs9R}1@>a83!4wdiL&!{4~f1m8skf+*75GD>Yk=qi7EIr7}pNaUvZ%6QC
z&v&Gqs<+67s`I8FMg|mZ7dJ4~6>gvBkhxP;{omvg&;%Lw6|=S$^zDJ6j%!?*L!>#F
z-oMDINohCM6C4l*eI^N1G@=RQ4nTrRJ`XP0<8%Tbxg|g3l^<wqg3%aDCS&OS!byC|
zlHi*A_57E+BskLOVE?2S!6;#nD9EA_z5q*?@=ZiKM#rL|2yd9I?{H9vBrE_99Q!<h
zMX%kmDPQqj`S{{J-#jjjPlk^*MA}#KKly-vpNV4ObMpR6(et+`zPSg{egF^I1!=a$
zfUc|3%a<&6Wf{6~w_POWWSG{{Lp2QWy3i}%N_X%d=l5Um!2APXP%HRC+zF-gv+C=0
zQrF})d*nNFV^{>A3rA=8yU%^NO-Qrcl`2rt=2Db+`BdR<hV^wR6d)`MBmMZ2%lM3m
zQlDf}EcD~u2StS4B5lf8D-!5cvyGF!4ML=a(@-&nEcXh?=NTXsSK_~=|61Lkb-ySH
zlkt8^@2drF_Ey+t{g*+U!<`KOS%zdR1ZOOUgzennzw}T+>UMvqI@CWtHc~*8-vEUG
zZkjqs#uaWvT+C}_rLYNItJ0CXIm35yhS{m18GVUE2@Cp>aZ{fR_?9>f5=Cv~q}CH#
zN?il?s_1pLISbLo(=d{wV9`!p<~$^<>1(5HL9JzOeWHdlTlR|X(}P=f%VoL2FP4`F
z0tP&I%J;vgO$<=<d%k_&eTyU=1B8KT9V7;Bq?M`x9<E<tEr%$-2J<%)JODqrfYx9x
zB{feuIqR1?)I243BVTK0qOznRHPN^EF(^LCw?SuP9D69EB+YSFp(T~FDE}<U^(!Yb
zo3)5`*)eydi%Q$nbtlI*Im~A9Yu_OvmZo+5>QyM=!r|N~I<#hCoY?%k3gzXtK=e!1
zIIIu)g#6C-olWS8)n?J|S=I^Tec|<*=iL=;GTgtTX6SCc5F%p12Iw5Vh&*&kiE5nw
zwB~^s+=*h&YdmSF-X~#Z(UMOFp_Ht&UyU7!ne1X?3r<WWt#TjtS{5ppU*Ys5VNhRt
z3;jL6uZ;4^=$(%X+%!}3#CdEV)8B98O|7tTzUGe+e~_MCpoDPhntD4p1v0Xp-zPQw
zKvsgPbK!s;+yDq*QN`p9QoZ(v1-@YhJ&s?AdyRk%PSig%36u9u6-c*KzTsBoCyX*r
zzV#PWW6TeKmcqKD|F+F6I5$f4OMuNJ9D2#RmD~H69GJKuEx!($ztWv)6W1~3ycdoJ
zcyEwP;kpv&p1|4Ld4UR2F|WJW%i67a>G})|aGKOm#kXvrfgfdnXQO<175HHFkTy^1
z*ybt2MhX-zfe@~%=($?vKLO`$1V2V=vP|Ru9F*UG#55U_r+Ut-vb%5j<p2)hu0?dj
z?6YV%>|Y9l=Uvsqoy4|9<#V`cLke>Pv-*iU!DjNd`d?&dFibg=WhzljR1_Gdo&M$@
z_LLTG>{2|sMr}X`u(M45WQ5|<JTD!+&fvq!Ebcz9M<ZL#$~M&0E7sQZ`n~HVCEbRf
zH46s=tUlbPsfgG57aA}Jw9T+!6iG5lomxu;uB$?=drHXy;ORb3TpX*PK?7N2Y<dOT
zmce-O*=L)|Pe#AEwh~6Z8C0xKxL*HGo8TU1aB>0k{!N!V;j{@9v<3<+0eBhBTYX^n
z!~t~tg?;=}$s)gEG?QZtnNp(}ZTk2VeUKVwkroR6p616a{5naI86V1WEqjC4mK0>7
zRZ^LHsF1)zP~k+cnt%Hl3;3;!fLRi`18%VG;wwvz*OM1*+!$r=1JpXBWe{~(Fg#42
z$=?T%OrmbfFhV;l+F0%y<SQ~*#a%bZP<;S}wn##KRTnN`=M<@i?&4mmrW<O<kM>$d
zz2bfl_V9H`DDI5%S|+v98sx>QU-jY_*h|Y>3_FmUVvYp-SE%pbcS~C`67e!i*^vsi
zuTo*q-<<3WmIY8S1u=40f~tQJ*GjqfNk*zTO)iH0fywoRetM`BtPlmYx?tV(2NmOf
zQLaJC)I8{Zc=RWxSOID_Q=`O}@t;&8FF-R|uIO2WwZ@J6iB$I96dj;{D3rkd*8V}(
z(<b=P9sY|d`5cn2eo`MP2^Tujv{^)81V7!_f^^~Gx*RZaVrIhF(nuq)j%!a9D%Cz0
zjA^)R++=YPt$s9ZizPEb)GWO8`k;wslSe<)jYwxITcmYfpmn~Q`C|}b(T)%Q5=iq9
ztbSTAQUFJgF6Ch#w?TGX{+H2wSzDu<3U6#Gzj1d?r`XKD`cYDDon&<L?rC(ZKUmsQ
z$QBl`^JWRn&V+CuI^P$cSYgI}6Pg<SWCg+MYXNrs&(XgAY5l~CSA|x}27>f$mAliw
zV*@DvSTj2$del@9j6s;i>(q6dI{xAJHcn@svp$3CexOXbHYJlMD1}k)prIGm_J_$8
zi)Bpu)KKPr9oAMmZf|(n-*LyGz-%7~fA?pNzT>YwmAr3+{~7(4k-=3$XxzK1@!+s!
zB}qI?h(TalUjvg_%Pe|RdK%*0l<?VgY|<v>)wjB70g{&2L{^PEqs^+NM^?jTLg2|5
zXuLGNsxpb~6n#be6@HR+le55p=#aKo(Ofvj=-OD~25L@^S@7zHNPl~<N4oI(M(ZKU
zKMa^^?`|BZI;))~a7lWe<<Cbtr*tu)R50Mxktfav%^|(TzLRpaDZM4U@Sn<X)fgYo
zW1&5GW6Gyv%H9@Xk0r2H?-cev-ul@+%agira`01;6#?d-J7OoevlrphXs;zA=Mu*h
z^T|B@8>T5_)UPLCnf_K9#*RJSn%=>ritaer4zSuDQ&a+cUev7Gtrh43qZ%sQ4-}8b
zCmhQ;Y)}?&;qpIc=Ti;8YfqBIZ-4}~K(lH>tKQV8ci(QG;0iL{_c*);HR@gUQMIi}
zcLRB7fBbf~!{M+Q)SItCy?F>Q2o8NYVqd+4tN)hC{6VAZc0yWjpwZ<!d%$)tT1>o(
z2&zXR^3c<ARK5WK80Pm2o&OAYY&?81`nw>YVyr53AAaN*u0aL{vlRsym^F7NucJL1
z(d|O}#<JY4(Vo#HfxQexTaW6}ph;#Pc$B;Ox9`G|-vzn|tqa+Il)KTee_RtR9aCOy
zs#)0_MQD@$?AgL;z<n>?Hxyv<XhQ)oW7y@tiOhl|%jT^|K+}B<(Mph+s%S6JV+7G=
z%UYN}Sq+uSUbh%8*7P5`rpyu3OWr<zZZHtKkeE*c*3(GR95!nnT?3y_Cy;wjFrVKz
zUUOc1_XhrqYD7s)?&G7N#{}wx+a1(rq+=YIt@XCJX%VHQQFq~HrHpEiL654xqi+<L
z*R3bIcpH&IXh<eX&5_+kiY4!O_Gk-SgnRZL8(qANEjmE27rcCEyvI9E?(C{9j7(W_
z3-{!^S`)>7-t~kzlC(~w%q=+fy9B-Qy&nds!kw<C`8)&}28mOz&RHjq#Kl7wpo=8Q
zxDg-qh2ALH`#b)}w0FB2XgziJa*xg`J?m`8*#E%28<x9Xh=zNWt{y+3RP%N`?tOw&
z$2j8u$I^L+Q~m#MJgajuI)|)?bBwY#k#+37x5!LHg_2QnGLKau8QGMq?3ukXv$wLx
zhsfsOIOq5By?%f7M_rsQZ?E_BbwBU>agWuX>o-)bcQ>*?Y!*SA`Ii5)Pot>HW0s<4
z^LM{Jdx>uVR^s<zQ?#4tp^n5BlnOb%RnWNfl!37Xp3cY!a#Xo)$!LQ!eN&w@UgwBZ
zX}XBroPCUkEh_oa`@MU7ZSR==#^$yz5ug{bMfbAj_U7tQot%8rNeOHH6u-egn(OF&
zn<h+(4>TNycOWV0dC{482q}lKOHddsid$1&YERitID{nBRE}F@I|!4uf>mUO^OJ4`
zLP#z{YNv4is5MVBX~tG&3v37lJlrKvK^O`mItEyHP>dg(hAHBNaY<=)PlK@skT5jl
zyEVX<3<g=$GDsD?PCE41v>N*99W^xCl{64Z#->JZ|318QA&t(o)>NRPpp2@<!Imb4
z_m-xi`V>#BZ2o4qNjId5oo-(-M+@?Lh<#Hhf&aU-c5q%fDVgFHTX5((L=DW^z`eRs
za8$=Dcj*YZ9cl+gG;R8iz#_%&D}IxjDF`lwV1q738>NKCfH&3R(0}Ds(%b;!a#(kj
z#1s0)Bwb$G*13POllDJHa>}w$735N6^j@dP-tDq$-O;rjH}@jMZp1wbRNzd}(p~ct
zB(^UUpDloYtdgF-pZ4&(X8FXO>CKPEL&U%Vv|Zi*uQD|>nJjp^QyUnkADC1Z=Q+4}
z9{pSTq1;KuMb4zRK9TWqEMqXQ-mawH<$GhQ^?{Dkud1ZYl(2%?&yn@Lr#>8g|9Z7{
z!up$-#s5yfz3G$7Fn=sW8c?g*Q@@eYw@IA`x?k_Ek`liV`G<Al0O@u-5$RIvIF-v2
zyKSoWT@wBdZi4WH?u9BYSO(XEBY}1#kt_YE<g#Q>6ih_f5rmcytg^>JlBn=@Aq6BT
zbofH7bT-oF28vm;6L;w`wzXF5K13uv)Xak@DGK)AHp8cjhu2ta?$Ga={76^KM=yA2
z?2qpyVAX$*aT8j8+Sl&3TVT@6U2FeDqJTR!4d|q$<1aKZ?Hn09-eiPpM=0x)U%5Rl
zq|Dro{mn>FlMRf#Q>a%r!US=**-rO7FXDBvIzQAC(TvLSyBu4`9=a<!C;ISHkP9X{
zvARp&v7NO%LzHB%!kUL<9Yx(D3D~VdeL;saT(tj00sieGh|-|#+J&s~Y=K88M!8%y
zKOH&{^XOAwlmKoB{d7QYI_&xQO+Q`y={_ex)5iD@*?NVqUJi>sT4*reCOzOrxPkCa
zXt|%WtX#wG<fV;PvFTCA@^9<3B_crBtmKxx{u<uAA{KFmNLR7`P7T{exIF4&Je>uA
z@1FEIHril)bGhVj-D+RQ14Z>UpSqSQp$7Ys9>Wh$`_~guJO8dT$-IhIh(4O}@R9dp
zrQf3yTnfqmDCdjgdR_ZV+yO>=*~KiIjrK?=uI)vn+L2T|{&@hycBC@&>c~>>We^9@
z%-X9bW!&;h?L1{D-Urs{B!D`#k6e%E!4|APbRXntz_ljs1`9cf9$d<J2`FFSp>AYs
zmH+sub=1-1xs|oov&cH}LBo4FrCDB&{^CZCBmL5V0dD-@_1}UsX4gxPoTH^W-vKO*
zPkJU1ka{M^z2kos3JLPQct|(<B>CFjqeeEhtTFX&342jh1E{okD{CtC8Q95CgIlhm
zyd0yU9xMwCvAPr!I^Tl&xYrOg54DWH{LCHu=9bNJHr4Q7$WrZ!WyFLL7Gm|v$@S68
z&pCHFzR8P~D0aZ6RewR5eFN8krjkr{6t5KB=+f<gXR9c^6O2<<b+xh7(#szg=}WbY
zi?@ll8~jkQ%J^%kpF$8Z;uVqqL#6(1Ywr6BZbzN{|Gq$#vvo4SgZ~jWQ+q|1pB)Pk
z*air0u&;-L`OsecY8TAaF_ZT*naodxs#vLz1XTv+B6X-z2s}gss>(vT6BHgC1aw|w
z-=buib`bS>7tIN0ljaH-N^XajLRcugD-%3amZN8Au9GQ}0=9$8lPkh8YX5n}419|b
zmxVGZMk4OiqPA>)XGR&20q_r=EvY(Mftx=o8*Q+}!p(V`*bsR)@;AL;jj9SekH(kZ
zg6k2LeLVT(^iB_%c*48ABnpEU-cU%BiIB+AhOnCp4UYCHBFS@BI){62ifmeX&fL3p
zHu5FUuSZRRI0>`3-zvq`BL&G3q{(r1Oi@U_iIC$EEJ#|$xID0lPncmogi74=XpH%8
z%5i-G^2(8dL?+%2#*t(C(DjogEnU>-If{09=IzBHZodWY=P$Vvhv*r-LJbYz(mEX;
zywHnVw2GWJ_e%MUX<SF+{)+X#OQz=z&(+a(%*_|!s1xBR6XD1bk!uQsoZpPlwbcCe
ze&rG7+H5XA>9SbdXVH(JE8-S!8;}miI&Sw?33O|3^i&9S>$XZoKf~0?^o^x`szmbD
zO~yvkhpV1eJE<O<ij7PR^jf31+#K^AM;o?&9hBGf_s!iy(7|u3Gp(mS;gJa@5C8YM
zkAk_Fs`|IZn75l|*VBh(d_D=8)Y<2!s}wdC)8``vp(VvEzHi#IB_##?n70CXpfg~U
zoe1l6FJ^v~#)~|&eNeXh$w}@vN>*kn;9JS+BlpoGvZKi#e~Y~hi(gLKa#0K`V6*BM
z?>qk)Ki=dM_>{=hCp7k}-azJL<FnBdq47^yP_V;arTPc9=m3|Wc5=1ehIupK&2W$;
z{YgXFmy=&#Ddz7_oJ>UGYs`<ED_j@;jDr-@%~$T**(VbM0qz%ZCyIbcg!4WB`~h=<
z@&}4#6Y9q~ey<UgK6SF(LxM_^#~vgrCwcGnO}FR0!O|%UzC{e3dK?ew1J(X|I|`?R
zU+i#a(8r(e=c8@!{d&Gu)Avmg8PMblG6|?u8FIqz#RkWGMs^HZD&p4K=^`g>2$YQ!
zTs)wa3Q~OtwaeHRIzvqXWM6TS?BO>s0gCU989Iczt{c2(KM#;?IL8NW&u{<1ZO`e_
z05d44AI4*zx&>bLA3d=>XAw<RFrW?rW;Koj7<2Pn^J3w}-{ugs!g0w3<-O8>FXCX#
zO;Y81eK{#jvgI35?I}%Cm3tLndi?_<E_)B{NFPW1v$-Jpfdm}qp_^MAJ3BUetn6oy
zF_|Yf88wmBLr_YftgO!^;LYy}_&;tBVwiX-r`|3!^Na*lbS1zAlsHOlD!H->UN?~;
zAs9rdg%^UmH6PN<8)P%aP(?3x5H|Pg;eMXmZ4ADr?H)J}XDWaO3R>iZ*O+-LSpK${
z2zaA8Tc!Hl9CN>zveNo$z<=)bWAg#|&C5!tQ^*{lv??p%1ZCo!%a9zmWq6jP5idiA
z(MwtTun$2Xc6coAIX%Ute=NnHqvbz7es?akgRn-IN)euWMnZj>GeBh)ao_^nVIPHG
z%(5BLA3{k@{_T1ixcem`tcyx0ktB~E+Ch2|jOl8YwPV9G;akUv*~IT=CIwx65e<s#
zLfCpd`db7CnFTtwcdZx$PGh|mBm9rhe^6g+5A>SxU7;{?&ofAovgSqm7%)ajox7^w
zCAOneJP-bTnP@bbI=z3oFe^}q`fvWMC-P6mGugw=>YR)n+2f758weKJqs7<?1dDty
zefY`sRNvP-!;{{u{!X*_#Of_SPtbq9fg~6Ry9?*kQsCJHzk-cjO#YTVxfQnrB`2nv
z2DstKm~h|RzUdk3ADQdX;XvnK_oaM|50pevb^%hb2Ql>;6|o`<^=0Tx5kOlVm_m7=
zf(Q$r<wIdKJ3J`}+%3e(IFQhYFQn|0z^8nLm>R%U8cqZ6*pgl~+E%uUxg%@=b@ROv
z$Vl&<dskS4nXyQjnDZLtI0T~_+MUg_$o&F-BiI3hR6)W?*@$C>jo`9Uki@Ju4Dbm&
zUTV{jhX=&)(4?{9;Cdp4ph2D!7d&(ISYa6H-Gs<*n@>B0aKDYD{1g%wqJE#9<9nn=
z3hzj6L}~ulh{}8(9$^@hO1hSzK{&{a$3MPr`ok<OYy9D+xTQnoXZ{dq2-6sm7%&>Z
ztEDj6Y#DDO=$PIJRs;E~50Q!uT(cHlY>`3Ov5K~(wFYozf9;ki<`%yhZuBuCPdwT6
zX+oH4;fw#cr={Oi55(lCW<ReQ_A`K=CHX4@p2!n>@vq&C=Cn6#Z!z1_WFX<;oD6~7
z>J%Z<_wAMV=>XT8Q`<EAX1-qK*q!@|$j|-x->ahs#<u4Aae-S)oqiPw3<<@8f>!3B
zeRR7u`^@q5CD)5hJ?HT>-4Z$Xk~cF(FGT9jp8Fq-Cl&k+>rMH5TJveuhkgCe^^_Mf
zz7yLm$v(td&-D44R&Bd?L03aKU%}E6&k=|LcDJ@rkX}|qfl>rYF1U}sr%3P9kUBDN
zqE^)JeQ(OXQanUb@^&NH`gZM_ZK;!}55?-pV06XmqsgEd-@aAH!G?ukI^aubpm4ZF
zy!hkfn$WstiD(wttBo4jy$fn!Gu?H05HN*{+T(+EtYPdwUC&0_aR)V5c1+TFV?!|y
zI>GP4;#z%zysRg>fy<<guA{HsoAt1l8kRGgBfb^T)tuwmtkvZQ+&ZKwh%XquDTeiE
z4P4xz3*q+hsY8wL6GF*O_)Ca>F2SC??+_=dKL8d#nIra32*_T@Gfu2V)U{;@p4j7@
zW9`h4<%BEzfzA@*XD3XU@&+o5LvUjbRqGL+r}BFX$Uw$Kt*OdC>D(WaQi#Y0f-h}{
zI)>s~`JP3Y|Gra#Z4O1pP~cl-o{Yo~^%&pzhj`1LN(yA8-S&)CL?)7SMA%=z!kTtX
zMn6a{+<U1E7$u4l6Ey75?0i^s9Uk(kFy@Wyre-o^V;lGMB6xN^G5r}nS<2sb#NGIZ
z{`|fQN|LK7KxKScrYE?|Jq|KBrpY>j)!%1~ef&`tew7nY)W=Vea<-iG905&JK<IzO
zegQiSVrU9gKZbpjHIR|Lw)1o!9B17ao~BAw3evf}j+6u}jg{xZrPiE_)jK*)>Ah(G
z!qa5)@r|&4!cr*KNcN2!=xj75`q-%C-)PDf=*jd|jx85Cezyeq&GnJtpVXVW2ajsv
ze?1lu+RjUwG?i=qR$bm)=546mZe*h1Rb8_A&w6^gtfBE~X;zb4fM0um-08h(F{ADG
zUpTc*Op1)0!cANrF7_@Ag>M9kqEGN_&+mJ1w!<Rd!krZI$dg%vT!`De7}q0w#D$}8
zki}EG7Ahqcyzd?9Tv6*{=)5ziQwb~+W-ou_2#VFn^OaEN2$oZ5%0FaqoDDH#unheT
zjw!I-F~b{#>;u+JL8X5y%HkHNK1(u#XT&i(da5Lg4xeUfYbaM<%l{E#BCrU;xBZcz
zr8uv{<Bbwy>{VVrg#+cc37|kdIuD8Er?e*rgXQO1J6-D-Y5L2iV4~i<jmW$!DiJD>
zg<BFIL<}4$M><Ir6#<%>LXm-#Iy|Iws-x86AA+B{EWv{_tkdN>LJz5Qq)GeWdENji
zu4N@y!g?^fBFrsq*rGjl7;j%`V>iQQog}&V<UytnI!wQw@lEI6Kv^bgOm{NGBljL9
zR<U(YSri9Y@t{N?#R*H~uC%wnDJSbz`<scihbB+}1FsH;a^8+pWwl>7RQbaG7H+NR
z0{Vk*7;|YTc2~T74iEQlY#2fcMH(eAj*B@|RV*F7a7hU9w0Yhy`?2sKOFUw#y(r|r
z<UK<%xK6!-1C_NrEz{9y2*NALDmG^_JnIf5Z6*-@Xko{7kF6w<l8W7V@qCH?K^}jb
zl!bk<dal;{hxv5VNjX`a9#pzbtigAO$P{mgBn1s+L9@k0m~PV@eBT>C=7fj;@G^cA
zmM<??Cn%6FD3B#6(IhBQJi%)Gk;XXqyIl2EuF<8xqc=9iXm~bcuTjO&s33Lnf?Wp7
zyo2Oc*p7>DS$%6CNp{-o*4gaV*y<$>)VQDYl&QByP@ueoThmI8&vARJ=;-Tvs;}3L
z;9uWAUG;li5D6O}l%5bjF|j(WD=vs?JQ}1Fw`F#1EUUe^Q=a!ubS%s$JSA#|js2hC
z_A76{lY^wtvL8EhKNQ*F%nZ#{k2hvjklesFy1#a&T2jK||MaM(@za|U{+&0Tk53Mw
zq<5}Y{@HYE8Xkon@9H>je|pbEDkJ5`LQebu{^w{?+AZU8VbgDG&#bI1|Lxxg5?|K~
z*6m)GJ)2uS+jsuVTU=xEXCn`t^=<VN{=GTmEkfFsS?QoXXp#&!biP&|>Mp3RfIOSK
zKTVkE4XiPzYN~j(n<k;WqW~iBN=pd&*^0d=u!xr~JxU3lZI){|sL!eYhnPJ8`2P!3
zIy<rAy<iY&*uHY=5w_1UINgp)e|d({4goE@{mBFyxhOk`D!kcR`gD}cMB!FF`k4Cw
zhG|Cmg{<zLaK$Lgp6K8Df!>D)!<86FnK7RJj38VOH6!x8N(Ub!ZiRMukSQ(;Tf9f$
z=vq~xIbH`y)h^e+v1*#F->8>MY5LQ+H~WCOX}XSe5!Ci#+^dT(z`i@^@=*>Uhen{M
zcK<ZJoBubD{T09tD&K4gWY6s`)*+K<PZtttpf%l^#f|R?*s{#-ug3mD!ZQ#vhtouX
z3jUQo+v>nsszL5R_aPiHH{ZDj%!@t__|7=V8i7}ieVHE>D1pYga2a@J4hej-hInOr
z|3hTh!1_ex{DaV&^e)fgdn7OAGuIcD&=T6?p-lzf&Rt$-A@c7KgvCctKpyc-1l2$|
z5`Wd5DB?iI3BtlY%x!u%YMjF0yoCgZ)I3QWf8b*_OdD;*C;d!tr?#x};%uq9Q2F~H
zWwp&smqvapMsFWRv51hq?p68Zdx@n8+QvuI-t^IZ!{-i>iq6qc^Q&ZGSpBrk<?U@b
zCsF)Cn>$ZD<~|QT#Rj{xfcTBSsz>!i2{xODa{W*8#RTCkIaH)r@G_oshw^oL5jqAA
z)pQFq=-cfWNam-UbVQrM1AU={x9m{;xT`^=$op^OFd~S>ok_xOy#Xlz9&z~ii<U&}
z{rn+on@QlPiGv{J<05us|2f_v>_XI*5W75gTTu_o@R%Z*99(-<IPUL{WXa{ef4Sq$
z*1wNlb!Pj_O!!OHZjXL?EkEmp?c45ZntF*FeZz(Nxl4h?aP*^Y$@bvd*%Hyf8t*1_
zA}IF`kNNz5`|AoK45Z}W|C9pNX#j^3twaFsWiu=$CVa*2AA%UDoaX1crf0gQ*wda1
z9J?iBz%CWW*$&&ffymniKpJTB5=-y$_AgxUhki(+x@}05!a~V0^|ki-Jz82t(vVRD
zN-TuD3noY`@+SfmU;)H4)vmHZX#y9#oj<6uEj3C(_X=z(7>PJkObX=bfHNvxBY#JJ
zog_e*z15-CABhv@4=iVl9-`$q!wlJjnV8>b7bcpB)*v@W_AF|31CYo9BA$L9#)}0j
zVPKSIANM{RHBP1}*03ifCJ(ZNJ_1Dg6r=R)gl{fkWDBjuhPz)}=^o!VfH+Bq&aj5K
zjBiNmhUul`Pd?gs8BSt9(vmg)h>ZzJO3w}-*nJ^>A7hrGOWPV#D59VU3TSZ@mozx;
zyv0D`%`3a`EKOJ<DOab8>j=lV?Bm!?@j7YUEIsq`Jn;=z-K#<B+2fCBFbYB;@+tpf
zp(@1#N#7(ziK&g@EXH=x0?`oyk?)ivmy?1tG*Umsi*wzp6Q33zd?=`WH<3d#cVA@`
zr(&!cl+QkAlH3ASiTmFA(7i0z=Zo|!(f#v^C<af0fl+nw7YA+4@#3Y=7ok;{1J@7E
zld1hh_tMN>-1&Nz`t@w%OM&*Dsd@A#^CLRRu>*IW-e;=)jdXX{&35~(0>uDazfR)&
ze-kGAFv(Ofq)^{KLkfT_*#OySs#U-}6|gh)=gz?e4-vC1L1tnXAc2C>EwClcTqM?M
zDq$<+EjOuc>*J6soGwOTZjZMV3#UdtN!+hcV_muR^G8eYMSGF}Tt|KPb2w(EJhXY<
z{hh@t4{OYrWr~9Kfy0yu?WA^)4fE395bs(Kk7t-)%^vAJVSJh;tBfxN-Xlt1o>Xcf
zvTB87zr}U&%c(acm9{51A-t~zth_7bQhg;f<?}i@A~oXg`(s$Z;f*e_&uOLY^7}*g
zu7w=#YN10qGn^*9nAi1dR<zqQ=I2+5VXwiVMuV4k22!1j{#%7;i&(_^isKoidFwB9
zh2+C1%3!#)^ripf12BEJXh$DwPm;}WUilV_TE>Nn#3F9`BmzfuS(i<C7dkcgE<Ult
zim^-?;_QVTj(HMF551)@DdM$`uwx5Xz)=Gn|7!S$r)>v9OEnjNaLOTxHBV?xF)^4!
z7!7gjUN9zOl4QB(9MPfgfA0J0OrsY8j)Kw)n1$+_Of=(rM5;0=Ya>NlotKPAjWG4B
zFvt<(?c=&EWZIi`4c%nt1|Gr?q{=r#U}~CN649?R41RnjB%NPYmako7Y0fgo2K1n!
z2|v>g6Vk}rj%Ys^z`;fRMEyoM*E%9EEY#eHlCPC<xoc$)NAf;y3^gQ7(TW<PrEE}*
z`0z$iz0`m#WRmtD0#}DlT3L>IA<K1cmtKTn_)vmL%=pG7I{uOAX^?+zH}0acJVvGQ
zjvP;u@E;qqcnHBjrk<1z{_chI-Ct?rMtAF<;;m^FrLL(gmwSUb^nb{0y480TkIdFq
z2ekD2M3SGVIX2wC@!i0IG>n&1hZRJ784fpM^NVoc^H}0r_LRflB8b~f0_``iMBXt_
z19$GW@aa^0UooYp!1%|joI8+ogU*&QMVzBmv@71|k#1qBvl+-Hwt|jb7dC=H{{@Kz
z>fy?yAvt$)=*wi{0H9p&uYX(nRk7MH;`~cP?Nr${fWH^PZyENm4K{-{p$hH8&{Boj
za$1;r_M=p|!kCwOQ2(i1I*fQg<sqXdxf;BZL=0vJ(>sMTe<2PKzDg|1ot@ifS=vq)
z0?0tbWcHLQ3?Ukzk)#9joB-#*0+kgQH9`<d!??_v?plAwK2#=@m=v_!$~uOVO;p;o
zbJ>J^CfhP7Lc()6n3vT!*R3A*dR{u9z<(pq4m_`%?ELnWsBQyPfz~ziZz{W)G4W8)
zGDh!DtWIx#4H5{y@$6mZR803StqQ9iJP4|yQqcPqX$KRn0!j4roE-9S;)1sZw5o+#
z4wYidhZQv0Yn*C1n_1%b!rG*P3!#NoYl*V6>@1t{4V%Llor>{(j_)?fXGG<_t52)b
z<J#LES-9N7`oiSbgZ0l{#u$%27n_xKkB&X}GLDYcioK(jzi>lt<kNFjHDr8JPV1!`
zOFYytTA`F3;6;-JOcXjyXJ{0Vu0~nNQr)65E|YH^rqd1uPkw5-nS_RRGCi=DFw5;Q
znO-i4HQ{UuBeTesXHkXsBz+!EaNNG~x?6XnUvs0oy4pE;RxECI<i_j>4G2)sMhD9N
zjZ-?`kE=AT5S{EFxG&jtDSSBSO(gi$)$>xEOb*D72(JSyk2G(_zx>AE^Voj7gCo`N
z@mUjpg9ThdYVQt3r!gx(RiOTYOn4cn(9n>(Gk4ZHd6)l{<FW&-Vgs;Xk)C3xqUJ3m
z4`%=ixA5H75@cP<$p(e~HOOe-7hmbOi#@1HlyMcTF}GD32O-?aRMI70YZa@b+y4-o
zYw0CU_^fK$2k=DZ-jciKHtye>MlA{c`h9&D+bYPbGCNr~`#oZDRKsFC43L(J-ul~F
zO6*P)fSD3zG(p)|AJ7A_G6OIYkTn9$!6#vZC(q6t<`YV;KRI6;y2KBi*(?Fe5BE11
z4!N@M;Tudz9_Mj}B$ILOzJ%0I3H^tz_1Z+4O9e=s5Q@`C0<U1ONBcZrRs^+LUH>xf
zfzA(7V$Y>rA3Xx{vXNQ%dhk{IRCz5rxHIYHo{f-oi!f*@(uIF<JcS-WDlv34=Tj^}
z?>Gz@Q05{7lo>jP8&Rw?erUqP&dJl$fE`fKv!g;>=J-c)b~5&Iaq@(CPfoWL?5Y9u
z2K0cvv};f7Zl$tiox$F2huMnYc8?;y+p^4`tqu#=zE!w2gF9_~m%%!<+k-zs>{y)-
z+gv)#j{!<55;><1MFFW!oH!WT;g<3keii%yZkLyaXe*CL^L)(1{R-_u=~lY<#fiuS
zX7ST(qR#8=0dM^nV?A;0EDI2joThq~3|=<JsD=)VtzF+5@Cg7@l-bGeP_$iL#r;SG
zRvxNy!lKh^G3^(HQ|>zI+@7Sbk`tTqcDk}rD?8*@*Zg-$;bc1WK^FsnG#Qy!H26O=
zH&k?b<*Mk=pj-0pdKY1WB<S1Oso_!kiY9gkK@etJ5V-htoORMg*nUNfj+WA%`h8)z
zJb{8PgA^}*4~9+$b7Q!tbt@KaB)3oqLK^9347^CZH$E^?X?NS!P&a(!EwVKOl$AFx
zwfp9!aqT7%G;nXvX)ZuMALOT^w-MwEh-bIsQ7OZ_TAC-!rcv{MEl!5Bw==%aot&<5
z*#48kcmBJPu`RQD2y;eB`Jc%FSBA|j4;I5PL@0ee`b*VK@Q7dTHWqUxLFS~KeEUJd
zlYQ9mqeOJf<B{8VHXaLl1pLV%Y)C&X_h=d4s=xS`>*O}5bb~MQEkJH&JZ-H8bQe9O
z3Qo9F=1F8t|11Wu;@dCp6u4nxwiIdI=!(|Zb4c`0aG;SoNT0wIW2fvD4}uNw!g2}`
zvGhb^06x&N8Y~EP<cFK>z!|?#fW0*-*YGKvmJ(-Y7ZK#AKx`SLloQ;}xgR*g8kP)M
z@0mj0q-lqe(yHjd*_G8v`Oq<!$8A68S=-x%Ek>%`0Rx)~w=RDSEM5Z(xs3ySI$(Ld
zlo!}dkD<4fNZaU~w7#&bW|bDkdsoqb4k8(D<0@HRFB#}?{>aPB>zkCU->-(k0Q$HM
zs0^<#fvP2gk39c7y#8H~V%TN4{R){PR1tbFL`RAg3z_&CLqVp9Y>oLoA!8zrBgV6h
zf?0V*aS1W<aI?~b>UPl6_VIirll;ZDn#WxyeCE@1@g`q+O~2|Xk3pqK|J~0BJs(lY
zB4bx)NGtp>AjWu*9eoO=4o?bVG=hhgm8p7qnvfC^$0kWJle6>qJu}*u<rML=Q8KcW
z{VFS%&n{ob+iLRhVZP*7am&$}t@r<;8=AJVRZlAt=sp#Pp_4#{+S%}EE@(5jZe0D=
zc$a8_{ui^fa?>;s^K|Wk2DrH=&yS^>7dW@gedb6%Ne(UduwPB!330$;Qj94A5!_9F
zv>Dc)ll4@W+LU;$NSyG2rqY0R(bcv1o9%k*25}3Ro$N9+uSK|e{HAYh4`)GORvf(C
zyo{ec15t}1>KgbY?-XN(1Z!F59exWGZ@`sE#z|DP40JiGzdfA7@#&vm4om;7c1EOg
z+@cpG3KRPM!D95=M@PX#io)F@fNpSX(LBKu!GmlAirj|jc>XmrOp3|l?DY?E>T=OH
z8ZXpenZPy>KigrylWX6X9;#ae-NNmr5<jRV5@@FIWwhtT_U-JDF#c|)<-%df2*UWb
zvz@*1u08O2ejdX-1wxkXxpvVmAo>H5>{7=LCvZc3P#+HWed9AY_F)4<gti!JE&Glh
zb*VLuXMq_j`-&m#aV(Mo@BtBac8=37l=!QV$=4y1e%%Ff4?nS%KmSnbmu~+x-M&J$
z{gH17y<f;0iZ1Ri^*;1K2rvpRl>g(nOke|9Odsa@K11OOtM3;_p^gi{tk|U-Se>+&
zVUJl@P&B%+muI&ycmi9N-RCOes6{8~?2!L>H#=w~7br$B2Q<a1@(<8G7<t4j_0Dj_
z4h+Q~$he63kMmb|lEEoSB=YAr+G8E@vjyghYmP$OVS&_`ci>%%-c4TFmYkm4Ks3CO
z`-Xj`bL`jKcT*f#aeYr;`{|~L^Vs#S4CM#xw`>^hdl*;BkEU9rCf~P7g%J$I3TwT+
zJz2C#ejwKdR2YCUljPmYC=s%pMmo!x3DF^gNmIi)@z-Xiiulz2XxYNs5_bg+zeO27
z&Ld{$Pkq<&)=z;#MWHqv0g~k*-LY>CRIhx5DT+$aaFYZKT@C#k)J6rGOv9EQT>Es-
zC?#9;q077Ju-c%cjyTeTt%tML+MBp|N~XZr^mpXpVf=@v-F*xV2sxY*VYAFM6rZXQ
zxd-H_osv*BcMH|5|Eh8t6m?4A%w_mFd*JYNdU#FejS*8KY*VUUdagKv3zzwGHwx77
z4SWgLjEvSp5;8$MR#6niSSMt2iP)=bj5zD|rR}^!lq_%n(v6u?Sb*H#4Hi*g+k+Xv
zqZM@2IY`?gFU{!x9l~0R$-_HJlQ{dEV=m3KrzAV*aM4iJ+nAei%2Y)-MWG{DlK&z<
zXzm~=(82k6-K4UJCkk6;>B8J^`YwR1@BJ<$Ji%i(3=+l$(PR1jZ20ouk%Kx=try`V
zGzFDm`A<ZvsP+LIkm+?u7!UMrjD)rQwM46jD~SGhkB*>_gKqvsQ8!XD^0qt9<Vvk{
zq}0&j>!M?^mP~%tX6c2O^I&kc@O{&VWAPoEk2-EXx}!oQyL*pe>@)_1ciR{r1R5qH
zzSFH+?-oFwU#BHP4ZT-XA9iEGhQQ`F+g{r+HH3!Le2mZMHOX`!<)`WS+3LVv#Hr<1
zVDwC#Hr|B%-GPQ<U{JRS&n;JW;Ma}q;zcqB4rP%M2Ma&yyfLTnf{Yh*_7xaqB1_+u
zly{n1IIgAS^y!9)er)2mM16p8{W4soU-mC7YoiY~$?Y)v3J=NCRptP$*CeZo?@#Yl
zA3xEuO86?#J{Ffg7MCy-$26aiK9n3gwJdzJZplD5llbY27-7LermL)Y?0*B{n%_Mc
zUh-qJ#7yEPmxJHN+jQ#;W7eB)wW32I&jWhx#5R%X8}2`dX@}>%=*Ho}0v^-`a32Mv
z*>O`tHDUZE60Xc1=<7C0Bd*i{67MgAPbLnV%bzc5_q|TH9eL?oy8X!Zpej9#Zv}vh
z3k0i8?ScE-4t`Y$Pb8TAbxFzb)DMgKQMc}@ol%_fx~ysI`7*9hz*KU^^_h=^?BpoU
z$d>uC{HO)Rzv1U-DfHKWVJomdn6D5r?|@$v_=mV#f^|9H{7_wT8V>Dv1rHwtBa!<>
zBxs_+FLJ#{=&@iI$MEM|Cup?8{0Y~|JnH2FK0jDV577XYqBhXzpS2#=hk)lt*f~2T
z*vP2U!Oit@h(XeaD?k>F!&Ip6WXQiF(1x0WkFZ-CiPU4o?~N^H=&>wbhGra-f))?K
ziZK<tQ@5-%z)BFJ4Y{F&gD8t|k}u8Y1xr=$d~2@{kSe{vTv+Yw%sxl&tnJ(joT^)#
zW%>IDycvo2{@gVK;Dx}cDiAwr`cttu+XxiME?j%yJ6kr0WWY<8QFDyso0kv8x?r|x
zQ)fp#PeCW_@p##HTh{6Q&P4$eBA{z_olm~0bl=8AD}Zny@B#3V;YvUDBIfKbVD3+?
za6c!qB&)%a=oG>Z+GCWE>^6TYcUP(8go^(L1n73XD4hLQ{G_p};q+|eXJHhxAZ+}B
z!!Ph&UuQ7em;Gbj!$#VR7@}BwgzxOVE{V5i`4<Gn!(HI?1PEL0or5HQqSMkyHi#4?
z0$p2Qz5egMGf&56@ho5cv+w^k)D<oNj641tHB)lE3MDqR*KfD}skNAo<PQUcK6RUe
zP}<z+^y2B!h~HP1(9$3tzr8a0?=x_Erklb7LxWw3Yc^K^4P^iDv(D)^f+FtwQO}NS
zHM(V<e+ePQK?u0nhXOTRh0mDJeg1F}F7TEooy?oQeO(+T@v`8;J14uaWr}?O?I6UV
zcc1Ha!LL5VtwK9846wWE3EHx|O?VpoVuJgG0IH18>dA*ZH?uqbwXo$DOE!5_@r-K#
zEm*NPo-F4+&hOXkcEJ_p6HxYuz+m-0py~jd_*yTZ+IANP5_f3dlZE`6W7hhbgQ318
zbeZ3v2EkyquCX#e7hv<BVKKh1ohto`@7jk&UIscs?ycK~sBn^nM&K2f*Gu+~jL)Pm
zf_K0+=m=&%2dD)d8{pTa8>M59Z)FD08Po`F94l-~5JsgxwhxHAqKXwG2n!$`m<~Xj
z=x;0pU_C*R#aoDpG--wKY$oOfR3%)&fDxFV!xrGm!Ue3EEEX-SK}zpv7a*Fot{$Hu
z*V$_QJu0XYI>SP`j82tRo-nqplFat9-wg0L!+;j~6$E>P-0l_Bt}r2!X%S(>VHyt&
zp$!o$Fsb9EQ&RY<H7b=)A_>!xDSZY(LUhB@F|Sy;Q{{wDWAZ1RZ&F@Qc%mE+e`8V&
z5cM~aw}xu20A(;HYvPfecGipX%2(D%D_G!L0}4{<o3-ffAhZEFo=y2Z8^b^WBnh$r
zNtUL&Hd&gtEvgdwr8^#abbrX1Vk)FZBUHCo#fY|-_A7bW$IzDf65lJYAk<Lh>W>O5
zOxcP^?qLJ?Pyd`U<el8N)Zt55Y+Oi4^0jLfG&Ig!oCBH~{O|Pn-)SqX{k+p3rOW+6
zo0B-!rC7IG;=Ym9w&jDHbrcm*Vf)U4e1Z=oa-M8QNB+9~Nrs%yXWe{zFkd#w)Q_`q
z-@<kEn$;@Li_YYZ$b+(j%K%mpUvmL(y<o;`IsbuoLza?3&U2LfbrOx(waRQ}V~W(v
zpWi>k)J#lmYKQa<>jVBTrHTc}pEJ$64S}60H^Pgo<{VsZU9}E55WR(h3fy?+9&^V*
zI0B%*aLOm`=A&vwIm1SH$8N~p4;VYZNJsnHN%6#lLCDE{7&5J1_p4e=f~hruTKipb
zj!IjI+)mufgGGvIj;l7&pjP7yQbys>khZ9Q+g6)}5c>hE_B+GNr{WpCtNMffi|_9O
z5)g~GZp~r-q8SOLu-EiZrP@MJ>Q1yulaq2AT)~Pn;v*V_?|9tYhkYm=!(+|;_%9Xf
zMD#9;{A!>iBewPk=5c*mb|jd`9>yM$8Ko(teE#9gae&}1v1L%dO1_l*!6T&eua-{|
z+JnwXX9%@0RK`T*gI~-zWkAybt3~S_TVJfMg1mxy^aliMA=rh#xlV&q$S}?5HvMh=
zv(D@Mycx1;{m1(chi|(SY<Bi9&x!qa>Sb%sejyRU0u|7pI=UsVa_!a?s5kTyzMvOA
zx~d*5c&mrNmtGePFhu+f70D(eUKZ|P4+s0p&4;j!kf^;At|bI^nHn)?A*0`o@+~`M
zP$C3>01_0-QoiO#%UyYacP&XP+cMK#=*ao8o~8hsxfWQHzV7~MBEyFrW19fhkGRG=
z`WfQ4JtBR=OWajjyg+oZNX!1+yMgM@kEBKx5xmZ{X1^XL8yc7z8OY_7dYc)xr_!h)
zdx6*SYRV=<&0XXBpU?lg)$^`N4knvEFcFrVHB5?&OOLS=Rq1qlsrEI}TtVe3sk)9j
z1?g=ErsG)nK8zB@P2$Ac23usJe`-LQ4T}^eRae8<nS5hc%oSC2eWLZ|^PQQj55FYu
z&~~Lfx^1Z~a4c#y<NsQX4!9%^V7k+t@7`yJ@mI>xj^(aTepw&?vTklnE__UE)dqWP
zf;V_H$XE4fP-lQ&PlGSKV*RIu2##GjF^T**^S!oV=ZuLb&n9RjO5vR=h^*mu{0f#2
zDhNc;2iQm#WHSrtO9se%;R<<<hNRRXLoF1S*US!5ZmEFq>oMweZCCAMg6v3xuG)jJ
z8*z}DT}LFIP5kPC&;laPN#qfmT17P13@39K;x|YS`7hiQA%N;71+w3$+F6<agK73p
z902OTAHqEZ6)_|rjg!85@<6}d(|Jtpbj|QN&hEPD{Wb%mz^;5v#c;VRD3|Tn`+CS-
z==6h+XklY^9s9*x;bhG_V%j(K$lHLSl7}R4ft;O;T!}}6L?K+~<rff85P(PGxJ~UV
zbGg-`!XSsTLopQe6Q_0x>!8firt+?&)<?%HFI!9~OcTtaKM#6@dS~7-mTQMym4lKV
zFCs)MXT09sG5wzVfii!$m96dp-D7iAsNqsz88^GJ?@BDsz|<<Rlt1T&`h^+Ael?S}
zAPb3Cpe<Kq6my{ZuSDUgYVy5jO>}E)O+hQlTmITQ$vjMJS>lFPpYxJGDkP_6rlsYj
zef%P%d$(Ug^_Q4>qGfj9_foh490|WxwV_Fsocjn<)oK4!wY*3md2Q`*C3mdj&TIdV
za@WbT<>bm{?Kk_Xu7epc;Y&&Crz+QK$6vSL;ZL}M6ged&`P#}4UtExVQ6+X=a^T*u
zSwMCDSzFtg_QgB%t0_Drx_QC1zb8E&v#mb2UH*i>6CPd|EP#ajB>FU$7My&Qcq2$$
z=65X;86$a@Kj6*9P-7KINzvx($ErIA+V%e^tLC@dn`TBm>I#pI)Q?p6VV|bz+SKf<
z{}wOf7jI%Q6TK9=tLw~bX(ivR^MvZBECRj)Hj&%WulM({80XiYZ7rtGjBL;QNLWe)
zH($NOwJR08vDk2Z{npRJiRu%oq0t+(s%y{9H!QV3E#v`HP{WH0u6oIUCZB^ufTD&{
zIul6l*k<BdBM`>{ul)yWx=sRo90(^|Fatd{NHglqfAVT}si?Dq(B)<u=~MSjbml$=
zjD&tq2rrKKFF6=er=z1>zGNL2qg~yo)NCHcc|$T%)g{m<@)IzuTT!?ZTn`~#M$@YI
znt5%g9ek-7l=KBky&)wJTHST;IwAN!Joy0e!TH+FemJkew_NM^r#lZY?|%l4=AYTB
ziwOZz?-N4(cQ?$9@T&Q3>yz!`m-GKD2SGpNXSAo?@+3s^%^R1|NsJ`=&BKF9^&0;-
z{uG}PP4aa|DaNy81P`yj4C>YX0lo*$n7eOYd9-su0HIRv5C+_gM|i>a2(yO29k87(
zi?ie7+q*FLXAek;!RTs2q)5$&9D<hR?~K2ru(fGk=&X9M3mYtUttTOr7M-5O{dA@u
zZ@+ux9<VJI*DT?bLTE_`><@&xQP!+Q_2qesn{gncBO*cahk9EOS4tjAQ)_919|FBR
zZHade8!NL2Uys5suk`H{Zk#~jQZj%S9TV*b;*<v~plXgFP<Ha2?tx_D%Q=f6^6>YC
z${OqAS;fv_KT0SCYo&%>RF|Aj1-*as^jC^&K|+7pXhMcnf<s?~#OE=s2QD5R;)E**
zS|h(j1}PzZat=61=adD|`4g{4;TKP^A0OT#DEz;acmpt+_zAnT?=T9#^{hN-pnE$x
zT-68N_||22uyc-Q$bA{kMj`TZ7=L4s(1pU?I}iexd+Bq3!A~gcqd#l-)_G4iX<Tso
zDuNOWhQHAAg&T84b2V;>0Yi<8qhITrEM6}}eeY_T@dE_?(Ti{L(q3mIZ7}CKl-F4r
zz!Cj^eK<D|EaX0W!j5Y{V;L--@^W-J>Lk-vJ4RW635)Mtg5Qsh<bovPIyM>Wl)&2?
z!e0eU-k&n)5riM?te5Pi73}XBW3fGN{5hy`ii3R!|DpAT;2wr}0E|9gc(yD%ig7Os
zRDDO)=u;Ya#X_-^q0HFi+p8RlvDZ6|K1St{Pc0w(`{U^#Gp*}=qfjcs&HLnnf9EA?
zus;(H{7%nP(f$K3*C-XQkV0Z~`w!Y*j)qWZ<?7IbPAI_axD*o|%4K;%oxC22ie9B=
z3u$4q__Qpw%811n5XTm<Y7a;2j=yIqVM)|lg)JLVF+LA`%<v!BR>$-_4Hl4Vzq<KW
zn79>5>I&WoG5*~OE7$3re^^5UF>H#B!Hff}<s-DzJ$mL3owzGRO)QfO_}gH>s-9QD
z{rL${6z-URRo!1ejD;XL3BZ#yQK;r6e}9jQ@V1AclPxPB?)t`JDm9#jg^nXWdt~q-
zw>^)<O*ZhIEOf%{Sot3v%91)($FsG-=s~ui`Z*D5im&LHoWg-mlEX|2Vn^~8Q0Vxb
zuyGDl3hMBWc32>#okDbSxg{-#U%j|_00Rp$eBev@aBN^dNz`wHaM(=)uO=OVrC(#d
zt4tr1mJPvnd#lu?k?FgB)PLk&VGfP?v?#I%H`Jh1ZlL{>^{PXaDcju+8>bp`4p8UL
z4mDRcGjlZaHa7DXTk3u0=~N|EaX-!S=|ItS^SjjHskp~}P08umb)imCT70kj{wA19
z7U#SFk;-z^UjFic>f_0{uDpfZsmAKca$paaHdhAEXRiUt$4K-@=WoqK>ooK2w31|*
zlD}MYW0mt@3I}&(pla2sUJ`1bg<>H^x37@~2}O;{Ql#6hll*mMjNlV)NA6u!V+q0%
zT{a#P2l{S3Akv`RL6my`WEgXy7QnseX#I5IYyuzm`DhtekYh=<84j;f{?8RF)Q&23
z3|bfe{jOAqY#YfF>wF9Yj+GnL+$fsYEjkc<N7>W=X8s%E65n*+OQPsZRR2#7vjwxv
zrkiwD|1rx3qw|q!^L*r^YQBJCkXb?S?z}JlA;V-P@&xoTX)BMdK{k+>e^3a{oB-cn
zQ7f(>SkEuv1J}r@HGHdO$Kx&zj$sx{AGpP9*{W`a>;TXW8=(k1CO#c#r$Jn_2I?eY
zEn0TGb;bO;6Kq5tM{-@Fun#&b3iZ4JdB=r=?{V}%Nq^NXkO(Q&aKM@uB<m9XLrV-3
zw6Y1V*#s>Ip6B<<R*W2a`pO+vvWxyB?#nE4F)))t^2zG+NMShX)3teJQ>?x2Zt$$z
zb~x`u^v$tkG>XZ;R`;K%mYPhETK_4vekRp5Bh~d;s%z8Yyw~D9(&BtyYPMWzc0|ez
zomwS1Fml7~-+Ku`(7qbAbQrbdMX_9Y;3)CJ(L|_{pm-Cr$Pj_5BY<q4{s?YY{|Kfe
zhMEeFw`aIe7r&}GqCRPxiq;6HN<kvu+#GfiS@Bfsf+<iBwxf1$)_N81sHQqb*Xl2R
zSwihJI9L~LY3{F-5N%LC9V6);$OL7ssV=DkALt{LHJp#X9Q^!n8;<&b&YYv$v&9@v
zh0Xe@5#H8+U5){&tUvn-38;17KWzYV-9AiegZEtv68CnIL8N@e@LG>hCs#8q=4o#p
zc330^7Li}RLh0Y)*l(fhT3{$x^LVU|-q`ScVfm04o56^o`S`TKA4^-+{K8ZVE0O%-
z=g;4aS6-`1Rq)c^-paW5rZd&DyZ2tjd3~->`tN%+-<@75|LG{`4U3C=9^K;cW54K_
zKW933IE9w?f%Im%*mwtP-f`gV8(2j#8$B%Br$vm{r`XQ;Vx@kNXnN#YLHDYr_rKB4
zQB>8U6&1bd4-!|O^?#*iWNBI&Xfx7j1whvRa;7BAy;UG);D&_x41l*@9HqmTua--m
zALyTCWE8xH(NrD3K~XqE!D}T;#Eb6cE%u~0n*kGY^H{tU>G2g@W)9ZNlJRvQF!C=l
z2-f_JEi8BD`)>KX4}Pgsf})QH;pib?$T2GWDhQ>g>{K{BHUa#3?g03jE%yQ<_1V3p
zZgpBanD>}`_%9f}1MKFSbwUH>N165xH9I@<uxoVixkd2&miHPUNtJI~xYR!O_@R<@
zUw_z+hL=`_F$8GcuMng`TKd?<YczKdZL|OZ^L(aF)>rf>Typd+b|s8BGz6@*ExJ)j
zc5J(R!k3?m_4Wab91Ec*<AJh%FakU&V3;?7-=}*^!~;z$h`#~N`7!e4Co-Bhs(7ZL
zq>R~(<<6n(71>>lG?<P&Bj>5Xqp>~gyH}AtZ{r~TZGbz+w9)G`<Q-}3*s10iJ7<vB
z4tN9aO&R_(C41$RWn-FWOou#d;U;6^*(8otpe-0z<?m#oY#U10cu5p&!wClv>oE(R
zDl-mh=r^(pI+tRXK_72l>l<<ddNBTw9FF;kbmzyvL?oP<KbIeBaC8nOJ$=GXX8)|!
z=g-7lYbqUL32J#SMLX`R(2&>O$<BH$GT)-Vile<f=ZdmZEkma($Sc<9*X`hHKFH>h
z-kOGLmzT;tXSwC?1XPfBYZBavLR_wGxfD)`l|}L*b0t$#$Njx+x<WgR1y2TQd%=s4
z)M=y0{M@-|Wb#OBUS|tgOUezp41GX$?IO;HF%au9yZ^zb=*(+!bKYPg^ZL>#OQHO9
z^-_*NpZwGmVc<u)q`A<K3jeuZ_~{a%jaN_i4$T>K$pVptA-QEW$wkOM?9YQq5hlmh
zF>^yAk#9Ey;3fU(*v(YU$u+$udGzM@(9s?KbU*i=t(sTs4Wp7fjbAC|Y@7aT|MUk@
zvT+KE5XR(pt1$w60e!zn9D$CP;cj(wT0IV6?*M{`X-u)WO9+H^RHIk{fc;<dt@)FM
zvDT77*3<KrGWV+=DDXsSFp@6toemf4IJ$EVx)hL2tg?8Q-Hu5HJ^wd*E4GG2o~Qja
z=7Vntn=KzE1v3wbJ_-T&?SYUlfdtp?7CfI#ytIGX-0c6JnAnq=6cl4!QA*9FOg)=L
zK7YkY@K_D{4{X=>(B@aU6R81nS1>$r@Iv_ssC5q=MO{zD;<sXV^jL8JR`Blk0;PVe
zyQ_O&9PJK(hRD66z-?PGV#Nh}7p411R+ir&UbMS=j8U&fN&Q%EEn|Tx0E@}iBfR}!
z@Qc@oROeqXhT~W?<8L$p*Hi-jMwP4soiTG^%jFY?hVvou9uLKE?TMJX0iFPxhXdvg
z?p+vU0`E=uJeWu9VCq5^qJWeNf#Z}j0CZl+-)$KudAGm5;@QBj@d_LD)Aq;>#^*%4
zfDd2iPQw9jff;k+t{^?1uJ->ebe^{sJDK=#>T{RB7PF7hjhg>miT(cTPxq`pmaG?1
zebNXHnKl@(@#)HOBJK**VV>kRl!XHE4xLGK)BOqM9;{Fa*B;5*iaHd!SMzXj`1FOh
zPD*(}l~aJJ)9b*Rw#PnyD|5Xn?|qHd)@hlS#EJ>ty?aM+&72_o8xc6T{d__@hMRJO
z;_f|4s}1;`H;L_t?LrP{3JoJPobc%5uddWtAKW`cy%mX$Jbz3*bIl>Uq%Vq;*ggJB
zjmDro7nVMF&KfDYndnIOVha+%sT@O6RwmTxutnAm6PbdUk}h%F`ezv7bJR9QB=`2e
zFcq*N+$Hf2lbLCs*Yx_l-)|8_wG2lLmf#nik6>9G!eM(b#|VYrngZ&CcB+@#Pu=>M
z|Ml!73|@SxA{-PS5r!)cnkQMBnzvWX&j;kBI&ke}tpr&=YAn&|{z~YeKBd3+N<T=n
zH#MJ3)z^P$P{!MHoxp+*64H~JTx{JY*Jj>-!e9H-)O+t<r|}|!zfSk6dD?_oKGP;*
z<W^2s^2aX5k49b*Jxn104{s!zP1y;C%!Pe6<vTf?2BJ3uVz@YY;g)f?NP|=bwG+7R
zIN!;Ac!w>AM@P|sg%tJ!2ppvMkt)QktDuj&A9$&NZOY=5M7IjqbEmJ`Y{5A}`e$V1
znySZX43E#l-n3+L=c})nX^Xw?eGn56<InbAAZ`1^3ki(bRrdZ&yw4`{Ao*if|A2v$
zb3yrPHX6PXEUgXtR&Tw(oOFZmia7@^z6W61CEtVHSB{;q=r_uiNN}Ojc>FN>tF$A}
z5t~6FV$CwfKQn39Y|uTSl7xxXLPKWPB0>&YMphJp=>6{fr7aS#O&>)9a!>4b<w`Q~
zH>VSJmX(H}SFVB9Xj<T8fpRN_qlHhaa*f`VnfzL_&Ko*zaYbZzLmFYGQ8BQarIO*&
zDC2Fl72X=9Z8M{N(@p=Xt9yA8Htg`9G{Ms_Vxnh(2rbeevJW9$uHQ@V^F6&w3J-dz
zD79%l@G7yeb>s7bmjwHD=a22vTOQR?)+)%<>9lD-V*?_PyCVBaq0Re>Sfa1sPEoO&
zC5nhcSlZ{V&Wx4JhQiU8cDj%6KfO%n-jFq&@|&3TlW%?@{O!QWe4Xy~df{3`$zPdg
z!UPYoic_;!H*oD~o>VoUvg~_25Dlz)K*L{(=BMyOMIZy^$p#j{f=G$?6}85)!(u4Z
zFWWtp3f}tC6W~uRZSU6w$m0W7+T}!iFkJBLpcvK>p%zrB>M8d=5k{j0mL<AkdC@+a
z1Sy5kKW>!IC+0w9qf9ogUGT_cONTd&FqQH1@eh;_e$gIW9!j(S_aY<*WHs=@L6>nd
z%5CTHR~n(|R8y*~kM!6-IQx1+Qv4NfJPp`JV{aOC2pntGrdc1!Dj{{xgbp0NZ2+ZH
z3(2lRN-%m3-P%>VaHjKI6efgc6J*{6IBj6$sRQ2H`0jJ?JTMl8Wyxft70lIC*tOWQ
zZ}FMs>{)EWkH}kS2A6<+&3Ay4E>(+PD)~Pd!2{Nhejj>e)oEgI?bl8*G`}IS*anil
zy7T21F>kWbQ%8m9@CoQ%_Bn!`=xyac#2gMt6hd>Tj@x%gIVg`99axpnQQfw-1;H`z
z+ruScjePdDTj&L@t2h2z)|1l2E?px{d$-~Ta+NvhjQ%vZw|`X{pN>&vOrcadVYs$+
zB_t;W+m`GLLNK=c+7cx79K99m2b$Q!Zp7KaEIh6RW*&T8+KtM>2ddd!L3P|AMsZSu
z#?_d8BOK!brnW=eQtMGKWB=CJSLY-;t$MQ*N6}Yl-pw*KKe{1=Av5D)8>?X(<2f@H
zm+!o8-w$g{KUJASq}})!16@+*r>h^%tb7%7=1&=~dNR@9baONb?XvCqB+111kBOPt
zDj#=G&yn<lI{Fl2cOdN~Yw01ym-7z-`@k+jr^#*=rbW^Nk#L}K)cb~qSpArZ&FYE!
zyKi!}<fjQ3%uHs=T_5-{1`coK0tJH@4ke5^m?)U!?Am*0+H}BPKEU6<oFt1s-?x@f
z)sSe1ji;$%#oe6hOR~qU=2nh#a9KZ1Emn6;r-X5B4}u;uobkuO?te4?yA%izNr6<&
z2GiwqD~NJ25#sjGY0rM?Rh8p0T;N2QAY^(*Pf8h8g+B-%NRL#I_rTeC<tAHifC$ki
z`@sQ~Tlb!4;n-jt!Yl6^bn2O7Iqp(6z#rLw)9KlOuH;@gX<G+iGlcXM#`hvhgV!MR
zaU`-dzL{z4Dl9a|8w~L9p^!1fm?%5^V#IFn6;7o`523e$Dj@cSC*3?Dh!wSr-%y-E
zCh5yefSvn4j?Oy}>i>`9SrKwaX6x=~*dwE4oSEWVWJTE{LiS$gtP>fPO;#BhAuD^6
zEg_qeJ<oQWyWiXIUw=gI<NbNPpRech@oa*yf8@kdXOagp(u6!T&I>RRfELnl8YAvf
zHPZxR7-@==!{NR*+0kzD02RtV%A<CWe=jKix=6kV-It-Pf*)%IZ!dDw&{xlWtK=vs
z3{|CD2$D4!O-OR}=gJZg$E~Pd4r>?=n=6y^tt{}Q?X~Mz6;5U2Bl8z#r#(0!|2&%e
z=NO33GTb~b!*NYwys)gL=WKZ)U~B70n)|!nO|Jy-!e53g<mf2*0)+$Qh9{q1F^JEx
zv$ajD@7uKYnB?)QtdypkxS9Ne{z_`i#oWr7W`)y}OM>$9V#|psE&>8xx^gt!VegC{
z!NXl@Rrjn;WXe?cJ|wkoB`H@MhKw6h>5I}CSfdk-Ki1~;PQO|;)Yba=qru|s7nGli
ziMfj;Bh3;FfE!=<EH?D7DQc}pxrwKx{gEhf9O_ZaG2BYo=^oPO7ky6cR8hQcv;CgW
zkx|+LQ6mSp|DKBScpC$9B!2C8rC#`jW7$9-dBg6Pq8{W}-Tw6DdWRx?Uyt^{S8B_3
zGk*?V-Y0-e<au|xfeK!6;J<~AkAm-8fd~qv`LEg2P4M38L>*5P<UZT8#`>S@TOaiu
z_Iv%yJo+d7_GSzplFk<CltCrpHPFgO!bz2Gl5Jo;+HNNLjxi8QmU=#~H%!$Ndt|P8
z`8R?l?sb$IZ3p93^v>KcI+F;dKn)^pZo_l|Tm1zx0P_h}yC?^bav^6lB6DKg0LF~J
z#zcU}@Fh)zY#VV94!fJ~C-kHC?%jS2*JGq4fPURhNGl#g%A5dsI64x>;0Cj^C64r+
zo(M)oC>pf>&RYVA5up{b9OaK%8a&En@JFp(0E>7ZlE3TGEW`H6I^q#<0GxWyR&pPk
zZpRlNAzI+?Rj4avrGFk^Gv7iO9DE#IeG*X*%BUA1kbzCV2PNCsIsZ8fhK<2wnTS6#
z24>K)yE<}&)rBbJ&Dnkx6OfG#hB1HyFQGMtmIk!g%wyEuweYPNsgs%6%7tlx6&pBU
zMx9MfiV@6~D&j<q4EuY)0{4#bS{$KO`^_%ZMT@!yo2ARgm<kt%;&d?e9RoPc%uHP{
zPO*fLxqWscdJmG~^X9m{W6LL{EsWAki3IO&lsoTnG}_vhovg?GsvDoo{m*E8NUZ8d
zU0({U<dsW>jpCXoer2Kb_{*)R_&4U}kJ{VY2ooe6B?>BgDAe)cJ9HlQk;y#hL;IZ&
z`pTFGN(=q}b|~r>-_@}QV*5PH{RqZ&Trxy9Ki{;!XUJL<9FH6NqhdgOoeHl(H9eFP
z=(_@kF|ZS2d%BQqSVIsk1Q@!<@@-Kki+E~T6Os3NP&b-5NaiUcwX|n&>lT)(i`u`+
z6tWHa{00Nwze1Yh{^{wF6rJbXodZr_nhGZ%n9@N<#OCB2Ru(Nr5_q<Cdr!;VR@p@F
z6RftsBa4x{CZ}Dervu1aBw?KK0!)yQ7Kilpa>jXd4v>~`Nf1b?r^EJd504xEK9j`z
zf4A!@%=Y-ybRoT)NLe@RO#Jt!;y3sRm#4+f8;%<o)QrkR3XE)vHB)-5CD08TQI^(m
zQidNyWv4|zr(_sW{&V8jXR4aFZ(ll=-|&Sd!`gN+;DXH;2q$m;#1n)vd7|1iN2|ae
znDLP2YPg6*7CGk>^8Mc^kZJ_<Lo5soe@76Gq)K|pb@vPCUnRMWXecLur{d*~o7+Fe
zp${*{3sW_R!$Z$M@5i#jgcu5d!%+mx;3EjF4lC8US81I0GM2hRB09^())fyNnKvV6
z3PyZxlV{44f*Jz;Q5Wt;AeNiv|8gjr?XHjO(K_8z{>FIV&y5%5(%y!POH)=T()g5&
zk!uznf&zMKO;a~rz0^fkmFjUu;Yo@+uQ<%wtTifw1OzD~GjLuU|J?{9l2y=K0++!t
zh6z-tSEDqt_L_g0acgJbn?WN<D9m++UI3@)A3E{$`J$z!^J2b12(S9LoV;QCii^#e
zd#i)S*1YZNra{6Pa1BjFo82Xi-k6(<H1OcQmzGsJQW@}#3I>(Wt<Sd|#l~)2(M#Tl
zdR_aa9c$-e;Z{N$wrW4iZ`?(gm-EoqL0O)KCwEjF2wYp6tQv9K$WQuNY%|}y`%Z;$
zB|7duY5fN~<sS2rM{VfTcWj1NgeLDan5B6>opmz&<E}Ukj0yIU-y`-R?-pPR2^e-X
zK)`T9<q0?twrIw(vAZ$eBXIiCUhMnj8INaE{F|dF=*37RQ--!)3B$35S?xf6Zi)^x
zvcHi`JH==a0?s~wMxA`9o8(P4Rb@&7?N9=v)Q9^CIFN-V@zfy}R&P4*nJg-lE04rP
z=TY0=2^H-B(LRbe>acrM4n)d+m4|a!x}P6WCZ8cDm&`ctMl0PE34N4xLhYZodSXXZ
zUSNK2ylnhf{m(#25UNg_h%+EiY%Q>D!Gt#y0m(83=P(b;8|BJgJ6y><g3L41%hD-M
z7^%|-V;*vH?iLae;OE1&t|}c<&pt^?z*7%6p8tP+{(U21fizmdIKO-dDLe@nwL-}g
z0of}0y=%>TKzm)JcmXB-M}i_%Lxs;_Ok7Z==j<o?`BsfeHG8O0uXa>Es)_m{7iVVJ
zvO2gtORv(<%aRmqG&ttN0)t*Y@(=k}JFo^DOVT^9-)-swn7ScMSssauamg5DSJu4D
z$C=;jadg8zf<K1^;6D1Xv-4#2-IpEo<+m?GpM3ve>pK4E)8y-e>eSm_l8ZBh<oUqR
zAM;DJ$RTZ`A$IOG4PCKj<1szmVP<aoBAmyl?lXtNls_|d*1K&p99pL}Ig0Z8&p=(S
zSn-#)uU-Dcp45znhu6%14CvH~{j~1%)45j{({G|{^FGNMtzrFVVM5zgzN88Hm6O&m
zSu;K7UhpxsOAWwUFwMi9<GiCgwDYQBlQ&o-UPOvkA?`MIZQ33%SDp$}QLsSKtJyl-
zzKJ@z_Y3Izz_vYh_yY1jp8QmU$4PBk+9UdUlBF40(=TS$E{WCl+*ybpwq((f@{N<=
zMd4ERgbBbxo$%t{zI7^|KhMvx;D(otR5#2ywvvAr5_1W$C)9DppJp2+9NO3T_)jeq
zfT#|EmqH~uUU~Vk;y(XHm1MHx<|O-2)UWOmU~K^0Ud-i2Fa&p<QCtKzs2G$<1%%b;
z^a4Jn^<#>CuiE_|v|)D-Aa+?w+&;pr-`cI;AFt3wWNO&b+=bRL2A)z&F#NmJ4KPh|
zT9ncK1%qCktqVcdcgZTiw3b6ol^uh}aK=?X76<_k#r2DfCiDjoCHPd>7&+qHa%4k$
z7kd2~^P9Na53`MP`Ty`yc<VHUIk8XBmNE2`O=L1Hp-ZVhLSD<HxM$LJLT<rSgICn(
z6RB)7N+9IT(y^MGLEqXevd(czq2!;_+}_#vzN}C$*nPtyd!A9m#pvB41bo&YW$<Wo
zu?J`J{I+>cCQljo67ITq(J<tL=9?j%qyuqXiX6}X9FqWB!lh6E_|08hDlff-TuJr*
zg?U(;Gy45|c2N$4@k6%*K}Cv&6id5a32|(<<kG10Gq}Mgx*xeL%YEGL1Kds?rmte}
ze-XBNBtJ@@PKRZI(w%v!b<3QMQ1PvW>#B1b{?&UV0R0LlPf6|pEE$zo_^qgJichvt
z|2aGmDOlVfL^Zc-8EqxGQ!SD0X2K=~Hz<%9Z1c_ot_!LVeNcI1^01>wN1lAAdDIfN
zsrQ7^?5_=Xn7YUJ6N}FL=&GV)$DSWY5{LEm_FeTlbPhr(KJ^Zx;@WZna{Otb`s`r8
zPKF<pT7SLGKOs*Aa#G*>(!JjjWB;=KS6}LQQq(TG<vLLJSM)S;M$+N1-;!wB?9;>M
zSMuZZi?~dBAr}cZo@1H*_9b!rb?^zyzt#<y_ye&RA@}cRW`Aph+>1ycBqQYRKrkEV
zKoG&(3-kOKchvlE9!JNE@^pQMgFy1A0%<4#uK6YK>pCUBkn=rSYdR{vOmy5N?=X^+
zHNk`$*GYuo+2l!%PtMJ~gZ%XIqNql>=7k6c!PK+E`SESRv{T}u3sR$><oRX}mOu^m
z(k#b_Hsl3BDxCxO0dhd9vI@boEx@AA9G7sA+;?)o1eRk0UJH$vh^AmH8!J0lmw6SV
z@@qyQ`ml6kb{E&gdW@mQRL&slHi;iLkD~1xh0ggOpfjrrDP04Y%kVbj#+j&&oCzhM
zgA$gV-Zzb1-G>a50(L>H1r0nj9B9z~{XILqqy)?62isa<0X^VU4)%$6k1;x;#g|%z
zatuJf>PM6uaMBu;oIkIBUkuc|!?LZ9;UXgGo)h6fPhG+k$!v!&LSP$u-9I)cdK)ts
z*%g<Jl}<1wR3Hl_Agv8`axg!dK8SEAZpYEhVW^6QR9G7te0SFQ;tgI^F2q@?3GNHZ
z)>{)ZB}J>Atr?6y02jnUN#uZoxK%-1&5pU~$19z4+f0>*AX||5VBh;U3_&W!oK1(^
z6dfNRct{oh;@X4;!X5<2v`dG|#Tc=Nyw@W_FC&9bF?Zz~qt6PC6a1-&y}MTUyLE{>
zxyR~z5GSE`Zj{#*Vg$m!!`rA%mUG}Bvo~uUwg_<&D-;HO@6mU^l9TsAn6bZUrR99>
zT1DQojgjP#55pA4YJb5^Vs1(@Qzl&&3FcHd3-W{z#u#4Q-l-E%`q_7UbO=G_`o{R{
z#>jzl1N6`1G2v1iEceCTrjT_nL`e7Fsx_uo>_q$d5Px7-T5sguj6tyz)^JUz8#j)l
zudp>py8#!Lkgt;&uBx-&&--|v`ZT(+YI#LU3Q}L;M!L4{F=bG?y7qBod3pav$`2Fu
zz4wtLn>}jRSk;Kl00_+hPIQeV)lzAJPI_`T|ImAPS%{|6eT_h?Wg-OeiadFjK|rh5
z26)k2zUD7dh<ZF%Cj1L&K?}nDr_{QX0GpN?*31Wg1X#=es!?)#ps&ho!xM0&i3k8y
zB~YxpJ6c#gJTKxcDO;kR=nUbAfjH+HU={AM=qIV(y4D4jFo>bWFg}4>d45m|5{P9o
z#L~1vsyS4H2|=j`NXng{tGnobnCs$ukgMmO%5rZIv8NW8iCh&q3<R9y%znMEqGsKS
zmx^}j5Npu1d-d-w1dzRwmyf*)9Gw}o64~TjyxdIAG}ERx81kF~ETI2rnxyqUGaplz
ziC!R?IL9V!gw0xiDLK1W_N6zFudIP4rHGtNv_!9`&)U36k5-frWNgK2c?LlcoAtgj
z2bn1!Q@>BRMG6?Wz9P*rL7<P6GW?wIy}Qq(OMCGbPc^OEcg@cQLkr({a1f*Gob?}I
z*O4spi6UuSx9%Vj&?~CYo?doB*iLl3>Ua1?<;&W7hSKr1x0M%D-Ujx~SeFIKl|MAt
zEF?FxNz09RWOB?Fr@J5fg*?kt=joq`iTFP8w^I2NN7|L!kaF0r$8~|N2S$TV-IGqE
z(@wIv{{qYYeJuKy|Lvc+;puvE<$8DgwWPlLe^Tt<ok6CMQwwL1CnNWNlVbF|g76q9
z`E$3FNH^$RSq-|j>0D4I>PZ)GeJq~}DiN_e;Il=^+wLnk$?q?|aS}JExys9*CT@BL
z;SL0KdFo2=v=L+m1Ysx9riFTvem#09Pk5u5V;mV4dHHv!{$O}r9=wDSRxJl38k#;u
zt=#h)RyqA6M1Pn1L%|G_=LP?{4}u*1$oIaO78?48bIn}*H%PciSz{9JmH?F0PsD<e
zO!{A=)D!`Kg3(YB$qG5fpMp;mtadoj$5yA9-D}z<@NCY)s|q%5b6=i(6;c_yROA<P
zxYLt`H+3EP{98wT8uTKX1xqWeW?sBS*X+TGqiFDzAZa+V5)q|y|8ed??#*60#!wDC
zkB<S+*nkYyuo&8~`W;Ch{{zVHZkW*uf$r)KeB?&(7Oo@6I2<Gnu_6EvyafaLwL1Hc
z_)sfq2;&j10Cijq>X&@~Q*F^wYJvQgi^{wDXhDW>eOnYyjTPfx&&-BcU7`)##1W|_
z$hl(W9H~CAf4V>j_*xe$?5*9B_`C_y#qrKu+g$VVDs75tily-4<VJ}8`0eUyGIjru
zfmb>!L8v@Ffx;uUkyAQbHC%R84tHaXaAVFdtrzpQ`)pY>X3l;Gz44d!q$X=~pT4Fv
zdjui0#y;7*>)vbsHfd(;L1|7-DZhq}-on5U>+9vE$y6}Z(*z^5vejR#4Q0TYmEav*
zw7ZaR^5@t!rSqNUA$<j(R?3$q>1XEXeoeEMYd$Y30E1_8I&t~!4l@XH7h7nWjt_tA
z=ExQ|%&y4uOML!P>N8GJ9E%AIe?rCbnQHNK!|pq($I6)Ey6J1y2eIO{XOY#n5A>DA
zpUqLLSBt|IAz}pJ5-A={Dh~B3;YyWp#9tuDEkYjO!DINLA=+xAp0|dOj)a)F*A^lc
z*&M%+Usny@ytI1ENeKFc3;LbZ-wnHm<KjG16r^dRJAiz2*SHqJ_|#Kx`|e$+^1f*z
zJlN!l2snQHH6s6m-`ayVd>Qm%@mBY&qotVFV)wfR>!nh4K|pX65H4uQ3Q7ZV0D0NV
z*9R(e4cb*qelDt>Gw&&>GA)#$yZ|X%ca>`X4>zrNxLHw_Qo%k~0CbotlYw2F>{I1b
zp*iAE!+waGTWm8>9J!(zDLstWXwkGAX1fNZNTtxUQ?j0;`UL4v2+EXmz%lwa@!TqU
z5h3`z;zhx}&FTkG!fkUi?!{A67AOvK^{d7edIAM6JiI~!gj_Or*2OHnRRgjF@7wS`
zov?}c-fwU1m_<Xrgud5onK~ynEaf)HAPf<gaEpAZ^Hz&XT;ge@;j8t*5%i-6moHNy
z-UmRRjxWU<*w#*p{7w<ChFjT~Zk1=%ttxx{DWPD*_9QR4Jw1A8#cJ`KO6kqkyqv#7
zcJvFm!Xyn<0cfP<wW~c65-0cXC%m=2v|-0L`&Zx1krs5<O}hJ=E{AOKBzWh3p$c4}
z2*F}zRujBq-i#^88*FX@(P+JAdFExs+}1?9!`l@v2Nz^YAQ>n$ZMD%0i+)a4`WAnh
zayqL&yVsH2?xEY;N%MZaUbHxq%B+jtu2_@+>=Nu~J+ZTsmN&m5m772tO0Ct*W|H!8
zro+}NptNnJleT_PZ5Qk9H}it@Z%qT~{<Q?+>wiCH?aapO2=@bkv2#+FXn&eN;8AFL
zY&yLRYHS)JPBBj#XR8*GUqPwNq09q6-0$&L)QtxxRn6w8Mn{4}P-iLWz$=lO7X@`$
zXs-T3!$?El^3#!=OIQQY?{@k|TxJ`biIXn|P)8FNtRS-u4<F0pTSw3idZgB>gp1Hj
zs=&UM3&C;?ruf5o$%WbkG_0TG_^t(~n20)_eN2MNk}GbYj(1v;Q1oelJ01;2xh5o_
z?O~g$I>B#cd0WL@We41x<Ya+tCI^~irWzNU(E>*h`)UZelf|_?h}2g4m=|ey>vRff
zLJS!r;Z|CjHAqc4CXcy<L6<i2`t<H;D_9neqMRIWM1y?GBa=dc>p-}=yHF>NE|FT~
z47R;SvbGWe^Jrty>9jz^Ogy1AdHlYvo8cEM+X{;21jBdssaTN8Kan*YW?z`(7ZHbi
z+$uC<wu`;-3sY1d468i&jf=Q(77TM2{IX#(E(i@fsyyV{wqNzR3uwJ6CR65I!pHFU
z_s^Y?r(2<0QtOliM?XBlwr9!kRps2o59Pn{0{(8R^L%I10QH<|AZ$hI<w$urak_@R
zq;}QCMYZ=)g68)dQV(UGNL=On;>-Bq2uWCjJ=&caF#Sz(BAV)vH!lDchzm-y=H+QX
zY6Uyeox0^}z?o6Trw7S3NyhwORs19b{8%3m%mR;N;E!n(K8LPQ``eSCQ81-SM&AVl
zB&F;!nZslMps2FrIYra10R=cX{Oi!zWqbcH9OOPzkA2h}Y$y>mI67Tg)v%hhYqUt1
zEf+d<KI}jqY@gZuD^-zFM@}JeD}!@>%}9E)-S&jL7m-L=-1u*o^y?1~nj8LsDviT_
zMF;z74~OZfYd!Z3H;vrv-M4>t?RngPI;$~KS@_leL#{9DHmam1<>~lkZ<UIUm)|8$
z<2uYjzRN{%P<BrZ(=Q7X<v$#^5fSpCST<iG)oioGCk$g4eQ(!)N(vWEAO8c7C)fsp
zP}M&mzy;lwxl(FYN0t7TY`KXhI0ODm;R4cv$zN{sylX4oASqIq6!Ym)D+uNXf<%Nx
zb{7wm|Kn^SEbM{*ucvqM@Du9Wtm|bg`F7di;>fUL`69-hAPLB^Jl{O^=b4BqGwD=0
zYh^-))p4_lpk>6Vf5)|-E;O^r6puu`C=4Qh(`a)JK7G%ctY`Ye%$4dAb-3Tpj9&RL
zs{Ce-IRrtDhl@0ay9U(1k^w;kDc}dqHCZ0B;u6pjlgbOXzC$IG2K+vY5MFb}EU_JC
zUM!58Y9CFp1iP1n`UQs5XQAO~bW2a1nb)o_!JJ2~x?0Oc2ShOgOMHU434uC{W)1^Q
zzNjFg`7^NTxYN0yy5;q^ANmDvN3W(-jH-Ssd%0dTdP(=%T>!2W5#jSteMWpw2$XF2
zNCoO^vh1m7l-&M==EoPs6-n_;9L87N;C?G*FzjBKarQO$ti1Nj!2L9%?99^kltt^b
zpr+DxZS-%Pz~3&USPOFM=3hr!I~hW2U+hFmmpC9o+uzdJ2`-nT0hW-9Oy~gM16BH!
z7m-K7pY;zT_0H0R30&qpGPx*8ICgTzdDu^@nD{u%cqY|~RRV-?lk<!sJp^&{%IaM3
zrm!1sgJ_yKyOsOtf;*=5W~%8~>sw}VC36Tt;UfgAhI>v3dJJOn@L}euOE>=D-Z#D&
z>uar-zvbW5Ia2KoHs;n;ZDn}OuhyRQHeBak)>+UPIiqwPsgj7swMO7Q#0b+3k4XU}
zeu(<{Ux7Tn$xvR5B&YK3!$-!buloXB(!pDEwdc)sionPHZ`oLw1ho|Gh%pMwBVsF*
zNCoeRFPP3=TseEer1qib-R%S>HKTYIE;dVLHoc3M%0WL`$n>#Zs?CzO7{Pa>Xz7Oe
z-es!m3_NZQ!m<H%kBHy^b=+LS;2&==K5G>|#<l}6O1=jT6@>8=X!%gKPhc=<t&}6|
zo>9Ppo2!H@u6H!1qneiA&Fjz4|1;y_8kUz%V5K34AjP|OM5F;)`mi{fbjAFY+2g`V
zZ0T}&`Zyp4HuXRH@uqG*!8MD?il2)Y{^&UyrL1>6PSb$1!>9@QUX}gYrw4)(Jcbf4
zB_Haf->LfMT79PgButW*zwfhXv$2fC#Sh1^{*7ZEiDw>VKFyCXLBKh8yX!L;CDDWp
zT8C#k@<wk<bF1qt%$~OI=bT915QxZe6-<)IuCjfI$9((5_TO6S<cvgFwxzS5qMD_S
z;kU-DjJ)B^o$4PVRIQn!FGn7JQn+yo`i*u8mPe9Lp=HhtFAR9B2)sc-v|PfeNy&Cp
zInHKoV+Lkz{Qn(eQfusvf~D16{N)SSSfK5nsfb<5EPqt<n{Ijrz;al1$dFJU+{G9M
z&@&~Wu5T-gQ{=%ZD!M-}D$D5J5~%t~@w#d@wlmb&;#7E3;h$^4h8ORv@7)*oV!o8W
z<}#24*=H;f(KoLu4rzz<?<n9Eb!&L|rhl3JQvF*N3=MNF`jqwM>*^)s*K3BsuwKEr
z@C=m6p3uF|E2v-DJnWhzMMt7?ng*FESnsAkBn6%eY9_nQ+J%=O=|16*rjj`^j2wLI
z!F%%IpnNw|BEUSG{-P=fGU=oDl?$E8Ric+R%0|D0C!*MYu<U>$f(U>u_=w`xPPv2(
zKA~QVZK99TAc2}1LJ&EE01w7veB;Q;&^XY$K1ziU(hw!jd>#vbsr*e>KVJ)fVACkC
z^?LY6j8_af0dPV$R@9y*y35NiQ#2_unhmmD-KS!A&g_gr2li9v`vG?*{#%&Jmjjz&
zqsZ=p=L)i(P;qs3v>cvd9W}@d^&eD4qfDN&*>c~0>Bghnp2h#iG#&%|e%~rH7RYoU
z7ZL7ZG{30HklK^lI=Va>&}5qwT@5IM3|#4kJdKuCW%ljAqg(FJ_AQ?7TB@7Ul27t9
z6n-=Ms~zo<+&SLP3tx&`Frn=DNUKZs{8e3kgT+(D)rm_)w=0D8yRm_Cc5e<H9C#+D
zpO>OE`%JavdhI1e8_i9Ae~oZtcrRzLwN4%^hr5lV$T5c}2y;<TW<@iGv49nt(Q!x3
zmWRYaeWTkr#tvKt+V0i@?WmN=MMQS&$NqFAScz^n)Y@Q+EL|M-2mC)X(%6B;YS6vY
zJGTp|<~!y&e)VmApHzE2vzp{q>~VO_&t-PwE&<oC8H?oiMJ>)ll2FH<hO>9qPm$x$
zkCAFfs^AOgF<SD{H4iD>*8g)mF+%NFHq^tqy~gNG{92oTGcpw!p2P-+j{Vrhv_in#
zbiGDh(wD^VydZlO(GSa}4Wql;&=5u&riH3^J#k1FAZ&IgH5$v%(d_i`Ew|JAw(hhp
zq8$XU_(N%eAJ7H83Ue@)jrKj-#cvBCD3AtML4nN9y#)#^24#>*#E_Z^5e3ro1iCd8
z^sM!EDGAHj*9Zo)RoHEk<6#~c_ef1DCQ3(;!b8)e_+k$SuX3NgFES~x&1~tZDtvQ8
z-_el+ajgk3bL{bJxY6P$d(s;F5u|o2ef;Seus2DwPmwOP3Mr8s)B74t&IicSYb;RI
z!_rTYO~5b9`i*>E4Nw>ZQBayTKtVj)YMPkcG`_L~bAJL}<6r^>u~-M&BdHX&`ikcp
zC_T~Bll<?0<3&k>NU9C2Gc45jznURr2<U^@Xm=Y0loLl60U;C=V{EsTQ_A+AEagtC
z`y7S{aStb&F7HCz;jJgsV$vEwlk*v~*H<_;6;<G#-|A@h$Rn6yBX#J$7YFzzp4uSq
zZC7N|85!2B#5E`<c(Z+eCA~dXr|)C+-}K<<kXD3<X2`*~Afc)UF`yCs?1|cckDI+s
zd(}kX(8d!C8$awp#pNSN*SpeY01!ULaA&Ui4-;@o@4O*DHQ3Se`$wgyePWL>Hery|
zlq(v1$TVmCN~x{=1pBpF%b@?f|3gG`FNo$+i+_#9CC;8J3N+1*NSRnoCE_E-#yKrN
z$&KI8o7KmO##u=>z($l0Y&!QpH0E_)Cs3gdAdU2-m^Ol<>fEz%F%qYvgWcTL&kG00
zuW?!=P*{=EU|ca*7PZ)zUbfm8zg0hQ)=IVuluk#BIY=k<AR)lyxZO%+paogixIHEX
z{BadQgw|;{sqaFwu9iFbWuiU|9{tmjrV}UOquK3l5xYHBmMnn9P*4kcOa%78#PUwl
zIB(Ef*bgr7M_gj$p?4wZO#E>RfWN}dAkPUDw*J3jy8xAA1Gwe%Z{eYB5I7V_=}7=Q
zq$3x6g26Geua*82=btEL_eb<MW?<RgbciK`brc%->WO4vYao9M+-rit37S#L<{T0L
zTX3Yi1#4-kf&ci!5-Ud4R~O(5J@4jl{sSy8o*8gYV=_FoTRiQ#ifmn8ef4b`pxxrZ
z6c==4>fJVH-Yg}0)5iaTzi^^z08H;wkg<(~i4KG;=m~(=-TvwzZ*_;1QFSbWZn0Jt
zt_igCBsA6D_|M(dD85A^k<lt?T<6g)n)+D&G0!YEA?QiQotCA%l1aWBmEBNsv?Q}7
z9I8!b`iM&DU59p-1WVZ<`xERQW#Ow2JYnR%8y6@QzV{3a*NBRFajZ?zi+76!%U*Vu
zb`h2f7GZkK#LjdTojJm0bMQb!qwot&kU}1FOH&YpES4R3QF=S>Mevw_7KS%e=o0N$
zMdG?@k?oqcrNjFCsd8fD8v+b3Fnm6m?lWRl9`RMyMvS2N>SBIEpq%zIy%*!<)mdID
zUOj0);?HguVZvWVAHR(Dd8xiwk=A8@&9U6DywXsjvOde!=jpWf)8D=_Wvh=~{_EQT
zIJAOB$(*g%KT$C_Fm2@z(l|wE`bm9D9&k13Ia@(xfPE4dlnaj$CP#3GeaJB((4Bz8
zKX~PXFkIwbdXvYOeF^%;nG@F+Q3e?a8IPGk_X;<C1T458?6(zyTakZ}(mP{xX4lN{
zt&O3mn7nuUB|(_v0|&|^+Je8wBgm4AamHtg%562iu|irUIk42F0Ke6T&)L>P=twN5
zu(Sg3BhYmJx&F|7&|Y;C%Gm6U2<8mSBw}A?k?_aV9G4qujsTQ~p@;h;>Oo@DC8hpi
zB4TZU&L2ych}wxI%Cjc$M<_-j{oc!1OuPR)n6gelwqvF+soQ27h!t4Yl`!KoiX>VD
z>FcL(<SBt}3pV(Po&a@Mi1g!$Y&~9P3j1&dHkddF*Z9p<<2DyiTQ91gnR|QHAe&j1
zJm_h2#*m@umZROgniCFUZpPHvc_+I)m-}Pqn@+2j3(0mt*-c4?OOL83I$lvGclV_5
z@g;XtT(-={fsGprC@Kq@y$r|l_PN9_Jv_62QGGYJrYX{ieRBl;?TU?6)qSDVp)TM#
z7a<8-A|9Fiw~;t9Dp65dTA$;tkWp9j^K0)vMXKP*B}a~4cYz!e>qzGcS&ATG(4;YS
zo~W&m3!~(Gs>}j?!>g4%l$uliwHcXrJt>)A^0f<?H#+nw3d*{ZwCG4N>u<V`N@>I9
z8H`uIwp^IFnZs(Do#V~h3eghAwY-quZ4Qd9C=({kCEyf47nDq3i@;W-*UMka{@aHH
zq{YrIMmkO=p@-TG63;K$-cCV?dDHGo`{Jq%toOT9SeIn~V~zoH=m{VgB>oV64<6_h
zgVmRm0?;V2NG?MzXqf34Fers-38zXX^&8MP#z;*$t29id6_@;B)e>INHKl!&a~nb#
zcw4BoEz~$s#<}c;=^+n~QTDseTrqs?BLpv3sEX17#5IdDSIyHk$BdRS40{$dnyV1Z
zNz;W4#!~A*k-<<JZklo#B~S<pp;FZ%!%`Qlz)BnhwW$=3(Rk`~+C9Kc3O#n=K*yBP
z(uD9DXPObwfD?EZsv05{D@QXHFwmmGoX?_cqb#C83F710+1>!PKbt}2X>u%Y{QB$h
zQw7yhbBQ@Z)U1M{pfE0LOo>QF7bYtss~;@+jj*TespEnV7}EJgeKS(!%b~UQ&B%L{
z0PxQ3RmaQHLZFC4GFz9^>_KW21SU;gM66juUxqN-#_}HvEM#8|G0vq~iHo}<PNNj5
z^TPJa@L2hX?&ZKrj7=@5)XFc<=M|7%<MpL`VM3YJ@m<kolL=i?xiE2?9L*Wl)v(cJ
z^w%QVCA{;}d2L!=K;o;^vZnOEeZ27aQReS?0xxx5)Lo^`0^T&muFy-jQ?9C2Nt}9A
zQXOUi<$k&}>1pnAMf$5T$uSwQ4qQ+~u~o*-tR_Z)E!uEGZEm2P32g_TpBUA@J2@tW
zuLz?ZGe?#D*|aqOHH?Ko(M__UW+q}CwJ9evEi~^(BJ97AlWPeBD)ei^ZI#zSitv>X
z8ZM|>4ICEp3JhRI_tu{cY}D4f%)w^X(vSLqCRU_JNeI}*Kwb#pt=|d}T07TyV2Je-
zS%X<MscR?5nezQV0zIf8dG^T{XZFhz0|2N}&v=Xl^=HJ+=FMPO)E2&H$L~n}hNtHe
zcnVE!dfqHu!eFc*A_PY$5zEI448i1Pa(Mxst~(2Vh0?PO9-jT}p@FyQ$Gf0vor&B0
zvj(!H$S_a|8VG6m=}LS>n;Et(cv()?7xe~*=?Oyq2#^U5WejU3)vMx>JejRRf}c;*
z6K(^-U?*A&nFieLJFtP9XCHLreAS7jr2CzR44bG7G#gC<I0wLFHC2X35L%78kanzu
z)(>xS5aZ`0fWSUofE{L%(1g~EIoM75jYd=ys39=|x?Sl%WOVbnE+u?U+yoVqVQ$)F
zh{&d~vU#n2Bn=Ub#Tfd*HiJ<sc$3qQN0oy9R(mZ~68$Liv%1>#rKy*qwqd9X=Trar
zb63}pPiHO!h;&DXCtlpBpFKcGyF_YwZ4^9@DcJ?P1ojT3-KwAMmB^~OV{mHTqCqcV
zBBw!&p{Cyccb_<zv~Ce_6GM{4`v@1~)f7~PLvvgj6<Y%TgEGhd50ZvJ#W$K9D*u`9
ztcorkUB#`69lm$fQPs3j@Vz%`ty0fSK`uf|NzOX|7tb~X^B1zfKo#sbQ&5btfTi=x
z?BkcAkYKP@kS9S&nr7Ca8DW{e<Q{xeqIb_nw9aR3o<?U7EaiNAr5vz!aEH+lE<l8t
zFF@}?nPk73>tUdhs$3JVnlc?|(~m!zqP7~#QQWmjdZC(us84eVmOE+{^vE6tf9}<Y
z_1GWlUFcVZ<n#8<b4IFoKwFw+*YbBTkOXs6`EG45a;mbb9-DM%KhmQ9P}f()Y7Zqi
zeY70e3EPm~8zG{pF&9bBo^$Fd{Uq!$UI+vfynN^O%$NOr_BV2=)%|~NuhiB;8teDq
zdyvUup;=F_oo-RlgzL!<tW;WK-B<+FB5c`~sDB|J)L(hK#p-fMSzq?ZwqQ`Nd)SUL
zRAISKyY{)auwY;Oz5ZCSt3>&}tdC$`YexPuVgD+OZ|bE;fDFZ7p?T9IsNVbdac|6R
zMAAJ|$_@<@T%F?!oFuF(>77c;A!;NOdWzBB)C*_eNC5WH&|z0|o6saYwQcBBJc8{6
zc5hLT;U;K;ou`%r^#=SQ_b}9otSwo+i=3QF@-)g&Z6cgH+yu0FON@~+G%~*hWGRSA
z=kdb{&~ZZ3%%^w!^>S8iasU9vS^uuX2<l&QJWfydgHpP18GX4fqlKFGd}fQf{9m^E
zHjEqxu`5yj_WL3^dWRJb5;JuKgxoObv*vDslvCVjZipb`(6tJg)?byouA>2!@W~$0
zH7y17zYBf{X<jIe%eM}L7R^Etwt^7mZ>9)t*LxRW8cmZ<&*1mOy^?Gw({8=^&cNZ1
z{v!%#H+3NgHm+1x4Kp9TP@+{Z{;D`g)9f*(t1c5pV~Z9xW4%}*r`H?DsutI-8JXDk
zxG0H6DQINEx}BLmSA*<B1S5Nh3#}?^EM-j(?`gL!;9k8Dv&*xddilFfbg(?P+za)5
z4`IB=sNS<v7q2y5WObv6B7QWYqq1jW^o4d&aaT%l_Wk;_2~WSN;1u&~_EFyw2(3j6
zSK-u;ZtyDJF&<ow5FrE(fY}&b^pEZs5T!bMi!#hGZO&rS!3>QTe8BHK?|ii<OeHeU
z{NAT4j=wqXq_glCQrjjp-TG;p5KF{#?uK?6VMQ9}%JjlMFfgP~YaohJ$`=1&&nPOm
zDcfRQ7@VXwS`f2w-nTeeS3dEk{VBdaQ-1!**}}eVHYTG?R8p|i1ohOLb)L8oJXa$?
z7xFRoT|?S}0tbcAbV)H&gsXk~-ef}lrK~N&K5ZC?4VvFLHoUF#egTG?wvZsq8(S0G
zK@1lVAvCBNvs4~QyKaPGGoHMA(4uWBPss^xBxx&mN$|Z!-fKf7c*F!rgSmo)E${UJ
z;2-q=Zx{0CRTxR98T`=%MRH#FEmBMc*Gz>#f5q+oYM%a5M1QGZf9ak6(ue&Gy!{QF
z{gu-FmHac6VlxvktJMh6qqgMuwyU-O=p%Sel$~mnohGPClf6Xp$3?o6M7qDTx0kcG
z$FeJ1y|3faonhs3co%oS!(z14V)T7?UU*j?dz_I3Z-vG1aZBP(L*mX%;!awk6JF%s
z?xV;)4)HsDugke!mkUU=Go_e?Kb2^^y*~d@Z0B9~v67cG+KLd8F8C?Ci>afBsiSMY
z^LAVG)38?d$={C&VecZ^b3b!>1}$6<oqX~>l0)#v7(2pA<X$EHXLh!0w>Qj}0@cG-
ze8aBYHqU&=&Ugl15BvjjFt}hKrGj3E-;f&M!+$Z36uNQ+9aeYcL`=&-)57e{d=u_<
zkZwBWIyIK*L|fJ}I7NlT>Zd?^|N3pkmb(jpQOl_v)7IiLg-=?dQMrkd=2A3rCS<c$
z`|Y}<&EL%pl`=RV7|C1YhZr)YKKeE>q|EZ#Wk)YOz8l|ee0PH*VWp*PJGeo6tbjpC
z8j)FSv$~@+&3N;cRR0sKiqtOrACjE0lY?4|HGw-qoe~Wt1Ub@*fCl@L=k3=1VY!!D
zgxWjmnYn^cVILwRL7BSxliV)0)lm94Mf2XOYC;pFotP7ze^_%8Rde$0;Gjr+Bytfw
zF_aZf9*soiKKQE>`;WV~C4l~#X6nBSm^|FlXaZ}wZv4|Xc}XLH485x~EW6(ufJ&T@
zaqG_N`o!w`EOqj??3ZdUO+!ChOC7&A`q{-LVt+TwYMmo>6Gp?<E|nRW_sWd~X<{a*
zlTnDj@4r}gmhrHE<E0=dCQl^h-^<~B`VH{%LA2Py+R)iBt$SreKO!>fo~>>+SFr?N
zBjWGh6+ydxA)ABPa-Xxrw<6z4oSjWaVzbt|lt(_%7TjUcezvc30a@-t{uaODi`%0)
zM&$k!EQq;dJSM{p(2|JUu^7X=f!#NsZ$?rqLaJ45qgp-++_&oL6Rhrv>oRw@{9%#!
zEgLbiaMginC#YF6%CfFmGL1m-wBdsP<NJ#i8V}IFa##TiF9RokH5ha|<&m1>?(8E6
zEiQx5g?e*9V2P#Gn9IG5>ZCls3;vFt%nU;9TOYV8eXGThpXU3^e~Nnc;*$U`yH7R*
z$XR<_!jD@DgiWul!2)1EQQWkLNcJbdqAa(p>c~XRa-ILZT;dory|x@Xo%qGzgY)O*
zfC0fJ9LRvSfzc-Z2d6<uAeA<Nz@&N%QZgWV%nMwARJ@{ecZ@ZBdATB*Bhu9_eG6z}
zrUzt>?#BT2gw^fd(+L}_0_6}ex(c}x<~Om*FLg?v=@h<5U>D22`1Tu`7Dk8x7d(1q
zGf1fB9awka(!G>+2l0fL|Fz#S&t%krSnDc3$&06wQrO-3&2_mSwqp{LpR62Lth-de
zVi$3Pl|@k7YuH9e`QIOFFWT~lU!kuI0v*U6=V?<Z#D?%vX=Z$6`?e5po%;v(p8~%B
zCREG5cPo4=x900jK2MxfPJAya|HjA9%es-rSL9mF{99pV{d&hGK^Lvc3UT#Y(3y>A
z4!XIWl037LlCvTs|C(ste<%NI2Y{PZdHkp+Ayvis7bwlV-tKhQeAIEfU9cYhck~K+
zY)ZSPUc99Ci!&*<hRZPW?sEBOePJh)omjd&@0CTsMaf#%+<u?nlhcYc*hq7C5;?cw
z<$x!&%%Lz9Wp(+H$$mqv<tp{0u5Y<H%Q{MLZ}q$Q7~ZopA5vB1>F{T$>J8<iqv<$0
zd!cj>m+{nVYF2ww1`ks>p<()kRAx(kX-QRWQ(H-HxgLkp4dX{AOLY~lL@7SjhDMtm
z>VjINLD@oUg$%5Si*(^I;4|d!p?^u`@)`JwiIt%ckXKXU{c0@Rt+dHX5BEN=%g)wg
zBV-sq2_4P=E&(Fc7`!sJesP6spE}}*t3k%^@I7z1!&;4>Q?>o3wxjH5ZN35#O7(OF
z-G7uJ@U}N{VZ}n9@$1=TsCwT+poE^C?RrsCD)6Jgi?EW(|9ES6?kM3BlHh2GQxSxH
zXCMxY(2;(s($07CQJB#wfl1|rdJf}4`svBq2SL)OWznZD5V0_;=(B&lA7JV?POuB;
z?Wk?i;mXYUVtbZh<9MC8X}mpocra5WPbjh7`(l^^+nP~AkV;mYXPzD%y*;5FZ^R2x
zOQ77W*Iz8aD$DR}KnYzsgPh(>n>}(gA+<K2Ma#i2GDu4|lA0ys%T9q#dYbUZhv;i_
zgi60f!l~>+zyS_=MT|)8*n@P~%cI&LTa=GUpVjFL((BoL^`q|ui-Fx}5n#m}igrhw
z!8X@Up{+vh`*n?eUA3>+8tc8VDPZITHt!UaljUk`&oD`t;}w0QCsnJEZVR%Pejekt
zw^ayI$ALcA*y>B)?7T{;6~WKTyxC|!^bdt8gc<`c;8CRj%aXC(rjL)>c1j8wRx>*`
z<){9OX$>_uKJ4efb;p>$V}VYWC`>wFS@BKWvzgr}s4pwt@2#E^-F6-zB-AcLTnCVn
zsKaJ`(Mt8C^89a3^2+T>=~YAaov2v;)i>b_U!8!*TSUZ3s9p>V@<h{E;8#oMBtSlr
za;qpcEFZVc+6nFV3=*mJ?VR=W_9%R~f{yNK2KQq;>lDBKnm49})GuOZ&He@#LmkwT
zIa#sDki&6xl0Isd&0ARIrwi7Q{(cAL`*aEImJT8_s=MeGZOh~Z|4>$tp&F~D_tsI{
zu2gVO>qi7nIj+>p>=-JG?6%Iv<1yCA`*-Aj!u++3!vO%ZWG`Y11*gZU$3gsea?LS&
z0du;9Q5XMUPBeFI-0@xr%qrE`Plm@)hN|p6-`3aI*{3`xu53clZ}j~R8WyOBCNOe^
zRubduH@{m=ywZt~-O$5NO1|=Mbe&C?NITw(5+&86a0QA%C|PNo$}z@#xsek6z<(>k
z+zREfux~}J?pwFLatf{hWqWh4hDjx76F)8|uogX-9`P$NKRgWWTJKIdjj&<;+4K4}
z%YW{kQg&OqF8!221-e$n3tYm&U*$6QEN!N&rP&kgVKOtRVvmH>Mt^-A`C-9AcNglc
z&-5{gJ5)c6o&$7F2LVaigWVt6VHD&0cy5>MK7A`>_bap4kTs$!81~cmg3sLV7@+*M
zdQR)z(m@LL3Cs2+s-8iX#CjV|0Dy5T1Hp!aC{R%f1wwmZ3;NtB4eqi_$UNt`Sn2GC
z{IohZ8>pC@eGm_Vo8s>)Sa3VHD8Be|^AgLJu*wr!&KKdTK{`J7uT9C>9=#O9Vb3`5
zATRq7V)pn%@$3p(nC`rLrnBkgjR0Dpm$dMLn=R3VwFl<8M<EvYx&68Qqhr~EAmMQ|
zY>+{o*lZ#o4w5tqkx<H;<ch5eijoUK?ID4^v?&EcTlvlp3c!`=7gBG7<@KxTOGNa|
zT#z_~lRxLAf-2ZDKA;o|X-c~A2u?dVOyd)D!dQLB_`6fjh&@%76Q92J%lqV{j8X65
zeg9Z5Urs3V;dim0BdfHgh<)#?<UCNCD~vQ{)h%`ia#IN|97LQPT_Q2aOi#@VpD>jC
z<UExZu(HeA&%;lJ*4rpv;VF2jt6TO^qe^73q@vJNWi@zOIr7x^DfM1T)Pgu{z(&&2
zLDJTqW3b9dyUIXQ%(%<i`*y|7h|`ttk#By=))2i_rz2x)Qo1UdAXPlvUUS2Ud99)5
zoy(l)3_ehFTKi;C`sia`6+&8xD-mep6uAu7kyFq3KXEeAxLf{42G8o?(zfqtNs+Z&
zd{tt3!bpF?P(Vz_Ln}?Th4S()<inGEe|{6s4nFC-^w6DD)lQ2C#O7i-B03pn?S4Ul
zD1V*3+1+y_Kv;ou;g#!C_p{8|mfI~J?X{8n5XGBoGy@I`Rc)tj>d};tpSKnmLpP%X
zV2+sQuz|tT&d+}WWzP&wrtxIV#&-KmW(jl7JLumZ+Qgl_R2Qe2Cqk8^cUyL>RMKv2
z;+CjS)K>4FU<T1#11Mu}bjbGLhfKwNP#5RTl)m_^ZPKhXO-BC%ci^DHF_)F`Bcr#J
zs?A$u9xc0sUd0$qdL)7TdZ6y1mqPsCY`4SC4f=JMW1)Q%y8&9JY{+H5TuPCoFZ28M
zP|xaX#|Km}AI6%?!1vw$OAAjub<1;k-mp~BFQqq#xnEf!3h5JB`cKziROA-oEks_A
z>G~una0e#lxo%)WDBS;1xX*Ns%4M@`2bqnmQ!p_$pTaC={@ojRp0xZ}fyg*YfFB}%
zLY%<Xmh(tXp}!$GRp!!oEz=M8TR$s1Yb!gX?u(L2Wcy1c`Wr&=n7Aoqn|?ya2h>Uk
zDoj-1T@Y%HQlT;N6!W03PVXR9Z)8Jnq*rh8z24%mUi(+Q_BK5)DFAB}0mkd33X!A{
z5so;KRrK>Wx4&pcn02s$MN49-q{sp+wR8%3D`g(=6U%qr*&I_}b)zQ5#30nbz!=va
zP3<4k9v#<?Ft@-#N}Jm{%}U-XY5oK<P+05r@Z7NS*H_&zbYw3>Z+24zCX`s7AtH!B
z#u5V0d8MYSF#mx2NW%UuH78~H(luXtE@VsC_Ru{Ml${+PG;Hq1?w+S->W`nlN~n?2
z^>diOQraj!g(@Uo<chysB8q1GPFwT|SOb1$V;RW&Ejjdo>vPyOtj&<y7=u)o;@5?)
zJ#F<xVGq9NtZ(jie-ogW;lSG=UR-{DrpSHnTte*WWvBP2ixVdzl!UkdVQfrzSJp=d
zm)>GLgcXv`B<DQ#94k)<6XGJip=`Xq1jk6{?t2HI!YHoHTTS5io~a~ap7n+=V@uW9
z0_93*X*ia^h!P|Gkn2sVw{OmqOg9dG*%$Urue6ti9KPpo=A{olpB*$Zo;5JkF<vU>
z=iT?2Qm)o-;K%%Zv-g1iW^Vg>d4OE(!o%lajlE$jD70Bvux67aTwHdUOV~R{9gUI`
zru*X4ZNVK@y}2oRHRYl0+Dr1d1LbTMe1qAGs7||q-zhhEKkIxKvAiJ3z5h)Zk~HCz
zlw6v$Ryx*Q@o%BViT2Dhn~WB`O6zEe&8az+Ikwl6YWPDC>Th>eH`{Xx0|csul8jR}
z3kC%2T-oj~CX{;;ie}`bmJFD+-C4Dt@)m9>(dOS_)pk4PovdGcn|9%%QTfm3r*jV7
zS2~Ow338u=3h|apb(-eS-XUJ?LX0B0jNkTfkxcsU;7wd#v$vSLTAHYay!%O>N|9qo
zg8&gmG$9BP!5Fq7X72tl8X<MVR7-eh9}YDuiM{}`!573ogpSgPMo>XHQ_Qk0#+>ij
zd2vX1+)1K#(6cj=Z0D--zL%|6=NthsJtkYc1TLJ<$%vU35HI1uvfItM=zMx*UJ9^D
z7Sn(}ibZOe=LEodaS-K~H|MBXD>4JX4L`s!M&S$hSUFv068cE=@hd^rwzte|=ulb>
zaIPV+8|X?|Gl<#no%E|7x3%Sthn3*cs+T{VW8?Ctm~X2$XeJda0H36GS-|)eSrMwM
zmWXIwoje_u)nR3Cw^Ac5yTN#N*V~CMrVB2Dd4pF%APVgM0VwW@WVPNL&QGOH0nc>y
z3(UF;b?Faz>@SDr4)J`I7Jt_Djj`%wdseSjSzfFczkOVImhN)F$W8HNPBEk8gv^6C
z&!tr<$#c`?xTIIYG<Lb`Rh6*jJQ_S14^+z&=QA&{yDi@Ft4?APUL}9@w5jl0i8Wu*
z1Z_dh6sNM5X||mFW79~eHClLB>S?5Y{L=MnG)gKBWq<x9CvK;%xVzSDewsS$vOgX6
z?R1r(qM$T0da|X^SX(>wM+?hE_1v($F2`E=DI-l=P3XtS$n43N<WiG-N6+$Q#Qa)H
z^#$%OSEd_2SS8H!1PwCC{0ZStdbXSCGXda6Lj1|zP9k^=pNwJg!2rmu%xvmJY!$uQ
zJ?tO?dH>Yp+H0f26Lv0PcV|*bG9F{OZMWj%0*cY5^s6su3A6hoy1A?trkurII}>%-
zFWq;aUfHbaaxU<=<6P@83QEK=l1C@Yb=7v@*1^_LRdaeaq9&{Nhk|rruW3wCsG%+7
zc(k^lX129IISmrP31CWl;RBWTNF}ysY_<1^{@Y8WvBraF>MGLT51&!8mCM8~KghG+
zI65ee9iywfuiILa@v|*bPnRD`wmI<gr&E0f0)DtzgUX3SC^fklH4T#{1}IVTx2+Z%
zUqnN9TI0|TjPIMm;<p7M7m&Uv;QuWM0>HYTIApQL9Jmtu*ZHO~g1|qTbZLn|GFp;6
zY6M!j>mf`i9lyhg$7}<67e#D?XcHaj7a_>BhlGD!LCDkxxam^A*_-2geON;j^5>od
zbtNediz#jg8;IKbNJ>Bw#5Qj|g&b;ZZBOsBFzrLYmgKb4V+vWl-u!JE(!b&5>Av0S
z0*9W;!@(Nh@^w$wo8zRFDI(@Pbmi;jJzyLrw?PnshW%qgj~y>!FB`)#a2O>4H;xu>
z9B(}N<M%6H{qXy-C%9|43!PdY4M9E_p24=(PED+4Po=zP=uR+H4t8>+)~Q#vR>sCM
zSNgGWEPsjxQvlqG2e3>v&b<cqYR9InE%zk^y<M(crwTQWL3yHH&7Mv&{zh&XoM8Jc
zY2uJ2b<ub>srdRTzg3^f6M6Vd2x@HN^v)wg${h+Gn#0>EA;2zu((W-TSXbdqRsv1&
z6`?-H?tauyi0}3H>Y9p}-n+=!CsXFQ^`Tnys5i0ZTiKW52LGJd*?IQ_eSS&a!8S23
z&E22J!MC8J&qYM|*#p6gcno$6A*;oke?ql2Xq>;p^?JcLn51)fj9kbfWZv9)F@FWs
zHS^FZ30l1vo>C<iY=0ZuG&|9TeaofxOX>zEbp9!&R5K1l>v0kSHK?%4ss9{kvw%sl
zyLnr7`c+z{!~L5sPjJ+i_hPb)(K7kCT;dxe-g2lqk&FSqD#{z5z>C|Ze#6HE>g$y*
zABYNz2;Nx8oxF5HeQ2cUZ8YX&?s2<eHD<;ycq>?e3cHI<yXub2{EIR=ZBD;N)KDfs
zg|7E<6A`SlOwqzpA0H%Qy^J8v$ES=vVq;vUZj>YgLQ^+1aDvQueor^^QndmH$zpVm
ziIEA-UbAPWL0NP<M_5~bhqmovDUSYLCtkDLze3B4dd!28%HHUU{o(VaXDdpeR#evU
zZvA{s4l%T7v(oD1T3p18tuel9Lm>TV`?NLmA8NvBDf*O}<ZF#<>_VoVwwAgyBK^0H
zI{W>d_IsCAo}C@e?WiB#z?&RpdQ_wIYBwt^*M$TP{PS&hnxph5*Y6fx7CU6o?Hl0x
zjNO0g?D-RAEmpI(A7x`imU)kbZ+{AD5#8hX{#nJXNbz5fY%O`N>W9CKCnwL0z0JqO
z<DB-@g3y?(koG@{&N8gYHVnfb<tDWe3QBB%A|V1I9U}z+0Rd4u6%i1SlANQ4G@=3m
z(%q6ucXxM6NsQiLY~Sl~_`^RQhl9P_{oK!WohQjxT2ho+7pNs~6V>{i6C)s;;cKx$
zva8VhMulGEh<O=wnxH?xOd>-r4b!<4x^`>ma{(;rEpz;9*3@?ylz@Cr)A;v1Em8i+
z670X+CivzkH~<4&i}1PsP+xmI{@s`TD|hOHXLTsf|2Xn)ldcJ1KT@k`y&iWa!X2+G
zt{*uYDx42Z?&sIZM<3G61AUEVDcZ<jA%fAQXE&qrbw=_H!!)W^3x)q!Ug{JJ-AV8w
zacGVtf7%GgH&-bI&pflFQzBQ?hf*WRBQOwy`7%cG){kubbl~4m$^f$Ks`9lrrUNTl
zR|`J+mi^{)Ea4+3wCopDOBXss@fDI0(peW00hVGjM9N!9`(Rszs8dj(Qwdh*n4Z@-
zdjj@l&(Lw?X}4wiA_ZgNeWG`l_qMk+8+|mTlk8ohJY|5Y;)OETbkaEKKSP;%M5k_M
zkJF>CiT!_)0bNA`&jdFVOl1V$5diYSK5+{(JKa0oy(wSfhOW2o2CRCiWK)Ird8_xv
z;|eFgOgNlOIq>GsnZ0b96Sp+?Uu&7q;VQ{ltKQJ-+^Cq{AW=CEj>rkOV|Wk=*g<|1
zzOG+PecmzCE~)!rLIwD)oY4Utenuq?@w%tis(To@X#$RK1NmPgHf17oo^F;s;D{qg
zR%b7;ogK6E$R(8zzOUR+(|wtn&eE#;vzb2QzTRUIGT$dgCei*z6dd^btdt+o!{m@b
z5h*m?J9aIJjH||x$+xM?25l=KyK?sD)V`vrg2wTxcgbsYekTiDq37?MY_uIv2`~)J
z;)RZMx1BZ0>HWbCq;>o*uaeEQ=u{JQg0S|VZDZcC)N?G{IeFDd5FIfE&W;P@o}@m&
z<-=|$P=a|7R1ud2(Df~iKwS{T3}QK+^2|r3>58L^4?ip$jszRa<z(9!g?yWA%-k)@
zwzYfapOsWW;j&6&WlHv=uKUi57L!j|D0A0Z0Tk%BWRsk^BXZx^4ks7NDNzZHU!K{i
z2XkcIz}=g@{$NX_6~zgcidebcaxEa-LK}7Bw353QfiIP~@XXGYTjvPw1=%6m1;8LQ
zTe+>*TXI`Y_U9gH89a2}#q|CbfdW~MP|4*3OsGlj2D<wQM2I3gP<=z7xPaLZfHX7z
z!}VM&dJGQz)W`r35~Aq-ZOyvTaA3xX`NJObXFvYW?$hqsugjdonC02;%k#<0^UMd+
z(1Vvuz@@c&G7Z5}CD|P~#cLpwe~Cw30zxM01($W$%`Q8pPP@%O`S$$H_I%r}{NJnk
zW2;~ERvA-VC;^uDOE0}5Rzf=M4QP4d^YUANgzd70F_3&Z0*APVrok?A3!=RRac6st
zz6Wuq`^&>blW#G+8fx(!xg>}?osj?u0oX-&RNn7LWVLrua-2b_F=Ug^Rn0{FS`R|*
z7hj84MnBM9TVzgV?%<~l$b)+@;sDL<@=><|ISE;4Va;yeJue3iNW?p785QOg%Qa!D
z1;$mfoMWF>S=W_j3|WX9H4R`p*dN^13NrengKIvY@je;0#$q)B2prhMydZ4+%g3<+
z7T1jzXroG&RiLErp<3TNAf89I*uEJnAWVkbJ|>LPraX)AxXpKw*qNSt8p2L4HK^Er
zGYTu=UzIKnxmpPPdysD1{KFwN)gY`b|L6m7sZMXg{w;J&XEgd7yEgWq!@L}EX#S?1
zKNZP~PfHi9j)_k`u?U&@M6inTh-ph5=#Gmyk<1B_pr>W@Z^pUXd@fH%zLA$c{3LuG
zh#n0S;VdbM56$BE#0yUhxqTF>>*~|8N{TY_e^(bbrdL%r{>rIN&&Vjq%Ie<~=<Pdw
zEqTmVEmJ2s^|rSnao(e1=#{{r%eOz9<BVP`WF2gxH^y%N-KZ27Oc*Z*U|IjT3$Hc*
z9(-R!SQ{-xY=_^|{xLTz){tIaQBd7sZnnu!yS~meYw|9zBYSdg{kH4x(FDG!=%Mk*
zzVWDm;fNlca8xjm3;pnw1US*mCg+sr{7rtZR6V*oIZH)dLht&n`G@%*J}hyj4syUf
zc;eWcR4X1)=Urv;XVHgZO!}I5^Nm2^g^w+ap3R+N4Ow(>H?_Mn1N%8Kq*>=S=jTJd
z=f{mAnX&i#?q==Q_ze2Fbspsz-5ITq-_Py;E-5bTWA=U@zg|zVOe0U5Mr+rh@k#az
zTqCy9D!JlL)f*S}mDY7U#S<?em34i_bycKK=q%tnOqWWa$7>^t)tYpj>~ns!5>e^5
z828h*tH4`;=zw}$fr%|6l6La(r%$va9YN3+X(4F1l5dP~l;YeSSQfbp1qm1>8{7{1
z%S+Ay=pt3{H%yaEf%@8EOAZza*i%FwJ>+=wQ25b9$??zhub;enLRF#D>i7gwlckDL
z&QaBQ2;I>ZvQ<uKW*=>(34(EA%e0d-wsphUi{le1*;MlTIKk;dj}rpAN15s95X>Uu
z;HYS3VBa@^(v%Bj1n%-2$huLX0dLrCSn5Ms35?Yw-6+U`P%bajG6wVu%nj51`Z%ci
z7q9_H+ltk{fe-B5fHC&ka8N#z1H0a3_R+~H_-c1s`K#Q6TSi}@DN;(ggX4A&PiOB3
zKA21E3ZilY4CEYL4vH&E58lFfVkHK|l74D-QU`K81!&}XJE%&)km+ihANciinl9Iy
zH&1o=81!Yr$iH$b@Txp%(&b}tv5AQw|IP`0N|`Z|^N^H;ii9b)NWUDNuNEcG8S^C+
zEFbFj^`TPn;Ha*vN{K?MtxY<CQefx)dzu}YOsS=aJb?T4wk|=Rf_oB-$_Z6_%9~@M
z%(C&2w0!vXFJ^L1-q&`zC%O)IjK1A9`gYIAfZNF6t|4Ds=2TAScvjcMD?=|jWmko_
z_RlVIRwJrEM>xJpWDY8~HQOgp;6O}F?t+4Q=A!4*v$!_V@XkpA*(yt1V#rrpmKUk^
zMt(nXT~57zggoy@6!}?NpZ*!BdO6h4SVfqO%Bia}{v_{K-Q*5vXOyIuBrDfa0;Snm
zr_VNkW6!|3XU(D#Mf+Ju(%!!q;KWo5yPBN7sglu@x>vTl0JuH!=|uOyfM|`_)Z(Iv
zXRhNy!x>E}aLTF(K9xz^v0O_sk#lhJax@+*G-lzQ`))S3h~F5T1hF|H7eK_awN$i6
z6Vhe~Eqlp+wnzMs_IJ!0{ezkfhX<@pK<9u3YgI&al|VBzM5BG!Y21-gZtG)fs#|V(
zmvn&Xp>Op3O&0NRt9h-w<=(w$IZ5}3&BJ_a8Eq{Xakqb%$yVFf-G4VJJh#zjzaM~n
z3=*-cxYU<w3f*lI?b?FLYuFX0C;%z^z#NO{?Lamu6IS9khd7DesH1~TuR;8!Bu5NH
zCIDG0bT;-YHg%Ai=<B@|AJ>H>@n^n;|I^+))OLlSIVF53x<qF-L(s{~033_sav9dR
zwRovAv^W&I*nokg9um+B8?Y!(KVe^BFK-?opS(*5qYEt^I`i`@Att$!DGt*5`gkm}
ztWyU<0|K`EA6_GM!Nf6u<k%O9&Tp1LUFWTc{}6a<=kq0yXM=RvvD1|_ff6@dbCt5_
z=yd+huP*mWVd!QnWWmviZAO!WI1G?wXHgq3q|=!I^6UKmOQf~u0>89<i9_k{{_Dy<
zcj-c_p9`iDEj9iCYgh~MMZB}8;BT(m2YZgc0d2!yExgj4F$SVqEh8}+RUaG*^gG&G
zs;BD2nkE68sC3HHnsf1$lR?5pos6c!{KA~Ct@hYnRHv~t%R7hCrfT=Auhs5?>A3Xl
z4PCv{;GFNrPu(|f|J9n9igd`^D>a*|dfO4DLdBvH_Tsh8m#z-m+Y!PmLSZd$+G$Tt
z&Q!GJj3X)h;qKQpF#IurQzwGbf#K6jO6Z#SD1`U#U;fH*O~I~>yK=Agmi4Ct<U=J|
z9>cd%WU9n#DNU0y4_|K%t1^2ipaDt1p~tz3gkIO)tU=qMWxM~^nL|~ywiK;&#nK>#
zE4uCZFT%*mJ58MG<<xb#Ny$br*2%6vf;aG#MAp2Q7O%ZRzO8kkZ*G|e(WEB`qhfHN
z&SD%$`>b5??Dmgl{W1iJpBUX5)~bxi@}y4ol*Yf#t!g#*j$PZ{El5q%a&*8Eh+RCN
zA^^yXl9LW$$Xji!eq$=Hc}>5YO++rM;{ChyS|RT-&J)s`VNmoj1rhW2An6WIXCLU0
zweAnZc&4fz>wPhYflSp?m0U2I9P<CB*LlyChOI`9m=aqr8!1Y08w<w+4Quf}{P6SF
z7KGyE0Q-U?`)?gnaZ~er4)skR<^sQ89lYD|X<BP<3(SR`r4rpR_*{Tl;fwEAZOcW$
z<XGiSTZVhiqaz8f&e(;<H78G)-x{X*imai=!`<}VoL_pnV`YJhg`N9U@+;}%jp`hx
z676myhPa<Hd|vr?U1DdXmZ0M3#}<GOqj5BWEnNemcMrtBO4bI{+_?P6XckF~oRE<<
zO|yNebYMhqjX8OAv^n`|A8F@*)AE4=Z(1oZN?@^ix^k`nF(8aRA_ESFkoo{Y)s?kU
zOj0n4>APWzk)c~fKswvM`Kl!q9Q5Ena?WWevsE(NTS`h15LzVwsQGd98(hL^ThnyG
ze8|w|b*i`iY0(mza%BcG7olxR20*oGl&Xj-U<W>J5`h61j!pjpAJID?f8SRjd8+Ut
zbf2{Uof;Quy0+~yM_@t|N8CpQCG9N~oWe5e0Z`S{fxf<@%Jd2P%$Z(6^*@p66%aQp
ztY26qR@f~J*23|DDk#>Nf@+LW%p|t2gyh9%P|rudkFYIuIL!HOIk+68VdA21@+oGT
zo(iv|DQqg)q$L(j_MQyeax;BK7@c=5IE)=vq#^2esSv83+H-^atHj&bN5R*g0LXE!
zabB=Qkgfm@M1n|5*9jKsz*H;J*j>53MafeHaTq&wk1(LRK`5c`RFOHHBLD;a*}Jf0
z>uUX%8BEF@55hj(BaMxzl;U-FRQG;*`?aNwsLi@V|De+l?|h<O?Y+WUk<1f|w_ct{
z^K$kb^8NK|vBz3lo6-3jsgy~c+_kIoyT6!7H%yKMkc+wayQxR<e!V3)Fkz+IX`5~7
zv$X$R&#UkQ9Mh62KJ0)*ak&1|s<a$qqr4zc?T1p;u=**Y8a$TET0HmyKyq8?uy@mv
zIB@{GbvX6f`o?ZZ*;YSiak*AyzyT)3uaPfO<9ah$rxLa7PJWPcDE1D%goVBVYbri1
z(*MKJFg9R7vfCK$AT30{Or0u$m-NqsrIbd7c{*iGy!?fXF$Dtf)m@6=*wOF-0zn%f
zbvv|~+v&?F3UZiyTMBbVDifF0=p4xI2hGydiT}4+7hpa{{HS_T`8cxs2lSb=kknoM
zs?a&if6NGuP>LDds#-o-!sThy=5#T<uJKy6jo`OCWfQhVf@=#=SEQApJXlIVcUpFV
z>?^e~skL41wD_sFa=VP>>3mt8i1uGq)w5;i_}AW<4hrUC6@hk?_s(aw%_9l&GDk#Z
zO<UtLCmjcMI^uP0Y$5L@2!A@WaFaMMj&<Ey9~s!4;o@99dc}*x(S1mmu|*dydgXnD
z{!_^35>R~b!3v2KB#MBJliRkIv&+Ol7W3N{d6gD<w~!V$ptM*HmtmGC%$Vvk?+*7i
z#D@;{ld!#`u$hA!6+<GgqwgI<*q=$u+#y=La}{^wBw8pF+a5!#!_ny-fjAJvF%Dfl
zqNI0_KC_%|wwYdXtn=K5XX-cqi#mRTS^z3}?HqFB-HPjctHwfGA`;x=j)A;GeR@|x
zKmWR;4N-fk`s?!hf*<w%q7(!R68xH*+uA2GKPS>Z$JO2^+ufIPi8fr^mmyi~2QuZM
zl&wQ+hGCj=7IRa9wmXG|32T_YO5d83^w8Ts)W?KtqY{8yOpY+#-Cae!7$iKs1vpD>
z!Lmd>AHcB5wA)_>+tcf>``nw3ZF_PvGeuB*PVmdz0T&MBD;y@;9)@j+l~)5@y~#E<
z`f*bnjOdq_!-Q+%EYkKYsHA5_I;_i9+n9ns^1ys$4}-!9D6t^h*Ygwf(&cQ+R&&)p
ztIlt_SEke2q8V7tf3o4rms(Z~9L`a+o1AAz^||Q&Ikg9BA8@~By%b-FjQn-v+thZx
z*CpF<cBJ6Z9lO_)inrY=V`uBKb^-OJ6F~K}`CN*WSJ<NX^9nP$cV>isL{KXtNIBv8
z#Rpfn@1l|juDVC1Wf^&H{&rp}F5Ahi8K39p>rYPlv)ae8we4Fxg&nL;Vx5U)O&lDf
zG4yPSbkTIohaI<gU0p?(m^Mobc!~`lIkg>i41DDmD>hv)Xvk@(erxYIQ9b*8z<%=4
z17ouqi;>x*up7bIR6mc@<3`_Stc^w7EL4ZFm58+=`e~;qLhNjV-;yehlW_1MIo={e
zL&2tLicERqpjJfQ)0W#Bc@MZ--#mZJZErRDY{WvVH(H%Ps_%ZqM*oxkLbcx1coQL5
zJxBH%x@09I;h%Skl_?RRCZhyhAp~zJCx@+;uYsY-V;4;$j_<JhJ-FB>zjE3g0&g6l
z?kO?#T`7gle$IMyPnmhG^+Y%b_UM_yTPiBCj5lr+vn*~pG<lw7pLH!P$w_B{i$2p`
zhq`u(ZLlJ_F!7^Cunw>xqoA{r$XosrptbG$`?Y=Or;g<2YsPob-}Mx^^pv>9pc}B!
zw)@*F&u*!a-_;AftJlJim@mH!gIasn(&fq|QgVfJ=%Jwg-J!$fZ$xf@^`LxgjO5ac
zR{i>1+{q8|7Ml0)@)aWFJ3@`kEsxnw9_=ae*rtU`JPx)Oc`ecTr3BbU6v+4QesN;a
zyYW+qG*%t3Y0Kx)*gg78Mo>T>WZ&UmCi!rOn5JpKHxd`4xOOL0HpW+{5DwUW-b}=)
z=JpKRi=6(}3}jyu_{jQmpwmIKF7(bnVji2_;KQVc5uI*<a?g2?&^dNyf3@*9(1`S>
zI#gH=vwUUDb9=AVuVEj875!<2uYXa=n@D3UdK&Q9?xVZ~DSs5?XQ|rC)(=i$)=%>P
zap*Ftvqmc3;N4NJFg)ksF5{dYY)$83+qwTp@|t@I-LpT5P<M7iu&Cp3bb(AJeUCVA
zI$Y>sW_#;D=Whbc*6d9cfPT{|gKHGUYVdBnGB`dWKkjYso_O-iUN@s~^v%s{`~hn3
zdbJ&S)dB;ibpbopZdBO(AP#35P6-hd*fxA7SN3~#dX@q>tf=mMiz+tuc-s~>#$xaz
zU)3PxhHHucL~v)X#=ttP?DOT(#_vL7vH9uA4?e1W4GYDkdyZtNk6s_@?7O7zL(bX|
zl}**TdlL&u`<bLxKEQ*&<C~{g;z;WA($$?y*Xxz_U9DJqmMJJ|THoDT<QU>uRWrA<
z?_lWZ^f%;1jd){Y1uoKb9R@v-N!tVL5zUbE8nH!tr`nqA6@O{EP;n0j-!fnrK46=@
zYKfJF_?-ETHvt5l=zM(o<#FtyVCMx-reA8LyqsH`jPLuCVbwqoEDX1`l^*S~p>uvu
zNj8=C+}}F@+|KnF&K}L?_sHX9Y((K3O8YU;uAz~W^V+Q#Q!@Y2rV|mjWNJlF_*YCs
zG=3PoNvG&c#2klj_8|U~F?mf``9noKKk7i5cP82*{Rt7vFu=8Z#rpn&sZtg`lyV_{
z4jD=%oV!YFt_x-$vD@Q^sa;W558t1d-@E32YoF+qcaUo>i(ua)ST18cuRu+EdlxyI
z%~K1PP2b+aKH%EuqF`r!iw*Ik73UR;4XLrn>2t{qa{wk!$81i`rcBWu&xLNf{g<#~
zGc=X!(<C=`J}^UY8lr(O9VTbf{Nq{ZKyxn}WfqQcPaeY`f0FloG>=<>;?PL;sy4{M
ziGm!||HCj9ewbh|^sUBwb}<0C1sn(IY{pp7M&^jxSbQ5H$LDf*MF;6K6q3aD*KFpw
z&nw&0KWxth9gQznCq)Gv44)D#`*xUm5Je=B|Hagn`>=U%<I76vj!>IbgWsmkowANV
zlSIs<f@UMo;Dqer+a_zG94Js9jxpcFX&t@T2rCwI_8{@4gSQPnX@3U&k04;NWGs52
zAK_4_YDh_FsIM*GkX%NG6u8n%*s{FU79Wo+DU~#PvC!agy7)(<ra$$C@ki3^@r<nm
z#$wt+CTz8B9^f3xjfO3{FS8v~{P>_0;Q8@GlK8ucmzd_b)PwyeN{u;BfT^>Lcd5OW
zKexl`(#cDjur-R1Xnf*&byJIA9G_}s(o|@ZDvfzP#0{$rZmyH-%_5M9?*ZNXlys_}
z_GLYk1_NDJfi<AF7iDCN;k|Opn)dW42V3vYGpGH_z*z=FGlftWxACm`18MnFjh~Px
zj;DNgUW0+GsRXr2V&@;Nq3;s}KEigDQWLl@D}jM%Zu6&0Dg*M|Tvmyw^1k1^8=#F?
zDw3{Xz8t|mr3jg=UYwpWBBcir{kxdu(z-8X@6%u|WwEMmbY2pqpF+ih+7e_&CC3&M
z0G#5(fiWw{=&6Oka)D>djnvlot1xp~o?q-b@2P;q4(9n%z?9$d{^iEvX<x%0gc#!~
zlD8c86CdU^GLhB$g7Wq|!TAd#_szLtKjf0^k^j{8`Q;!|<^v%v(-x6IK#xJt+On*2
zxRt|lNK|CKxWvhMqxFFsq|qghNFe-3l7`gRdQJVhsE)0oxzZ^7y>WjbQQX$ryX7LN
zUvvZmd7`ll(_Dvb%;G?P-U-~2FYRckqYojUPEs5(l*8T>Z|ZFbE#a4-@)CsvV-6e$
z24oBtITqyreS(~vrCcK;9imxm79UuOBoA+$N>$zdTY8cdY{vu?qGY<Y$O1^%<>793
zfKTx)I#mF1LkT`XC~IseRMYk0mFl-(^7Siqw+?giKLXm8aJW7;REa>MOKKKi)do4_
ziH%X&3bt?+rdQ;mZ{_)9NvU4T$!qe-j&^s9!vG_?MWt*HSIkHqa9<x|qX4R{U@iD?
zpc;WA2?r{Hvugd~k&g@nC^#E{2F~GM7&nv-{Q5>HKV#Z`Ql&>PUy)Zm)(H~6RWA{+
zt9&PjtOrdW-psC^xu%i18bhCaoe{;h^*xhvn-Zr+Yw(1Gf+OTMhlGFH2=j??375`A
zLb1Xr*IkWBZK5*#;d7}wO8F|o;MkI3_`G5kujn?P7+x{62f$fI*nYu*jGw13118Z6
z%@mF#D{@q~$TVIlwnaYzfI;ZXe@POi-~xpAH<h~tqN*N*Ynvp>3qbAlMho=DrgCk?
zUcGke9bEVxS0hr9#?_D~lAXn0zN_Zzr9D1RvNmr$8^)p1p{CaHa(I5MV&lhYl50yY
zUNTiu@ZyX4V~QYcoO|j|<HlE>z8VJ?U;mSlm#e?6b8=hjDt!O)#=<fGXK+v^5_1zz
zHXPu0<b(q+lN4B*fMw<}8w8TvWcjiMXI|WM+|Bt7y7fRe{?&})+EG5^gm1+<bN+oy
zwug>>EeHt~l&~ZUTY3zs)D`@CLybRr?FQ<Ezq&>6v@3abiJ_}w?C?A}we5;bV7Ax5
z&Mwky_a~I;Jp09$y^(T1?h}aK7E<0lWEfB)65-`EmP!{$DVlBz8$~E1?V3uSRY2ri
zb6dG=Oz!We+FwotN8XXubYBJbiCQu7cOU(+W~xh%YWBY}!a$C~j~x%yS%E;w8g<sM
zYqY;DC=sjbKvdW%07$n1lYJVK$bDp)X~oqT57L0mE)1(lcyS3jb9;*I$K<Mc(-CM1
z9QO3Y=6`oB9JtyV5n?l@EiHNg!Fm=ZxqhSVN-6iniP_K=?NFX6J3uhqV~;KR*X(=k
zxyJ1Yn5{y9$o-p}S4w2ZkiW9}>#+G17$dOqYZgexq01fuGV(!0Ed@6ffdjs{faqL^
z#s{LKTgV748f)A6M@RY}d_pcigy22|VQWE`wL@nvR3|P;cSG=jvj55$5%QWagl5VU
z&7Yfk7zk|ws@N~^mYPcpHQ*lnvzGYHbegr}gEz;56hAU%oova%{xAUP>@gn9R+O~$
zUwG~0?ry+?Xuvrl54xs8{Evcz3#v;I^dY8ehNg#>`e)|b{rw+$pWNO=MO8m>gsh1N
zak;xS8%Xsl5>SJwy=!0bftZ?a1j^Pvc}^(9C5VvMac{{(JnQnf&S9E1NAi+iO*>d;
zW4RxpcG)dv(pciGY*bsE=%~33xl<>ycD|W%Zyn~KdX|7}&Yniu;}kTcsP{Xr2bCsy
zrsbN4nx{SFnNJ&k%p&ll{JJ6UHtv?BiX`r?7ln$X7lomuq}}%RrzbrwF4sp!4r61>
zU+We1K&{8S5>F@9l-^fL%07^~$J@vwYj^^AB^tgtRr>O$%RukI#Miwl`<l|i#qyHZ
zo4;p^C!Qx66u&e2>AO&`Vz06JU_c-_>9ZkoQi5HWmOhJB+sI~`(6x|lV9F;`ghIhL
zUxGuywcubmo$S<Nv3>)Vz(*Sv_iMMTTb~}PYkZdCe(p5z=<cS`D3$e3_0{*iML1V_
zD*n%58+Vz8w0X^9bnBr{1kAn|DL!F{3lj;yd539Gqc=4vMvp!9`E3nCI-E~*>2q>l
zAB_4CV2uLrF8wgRhfnO(LxtMW+tx}|!W`f8EZp^D!sv^_Xbs3z+Jm=-SDKjv>Bw7q
zX#ggL-@F5R5;8QYm|<|8oHKMhNHi$;0e=vj{Dyj{Wv$}0KzjnzN}XExZg7IGVt+oz
zMkOGd-d0Pv8>mR&V2H&i1>KFK=j}{>LTLHYf>(M?-h;kx48T+$OJG5c-{>s~B*6)9
z$&Xsdv;QlUkF65_D4r!n^^Xp%xDwdRo@HOQ<os{<{TZqDETNrQk8zC?3RWth9BD(q
z0fCKPt}IGt_7bE@nyxiA`?=tGwDxzcxSX+^zi!M9v6k}Gw;n42sgeXbhH0{ZNa{G@
zg*R#<%(|!EMI57*RKlNb1Gb$J#LJ1D4`2DrK0#42_q6iYEo}?lh=1)3YXpmegLLkq
z>~EI97#xLXZ(6_e8sNWt&)B#fWcwcoi=nvZzs#%QL~q?c&Vf~o`bKlA^NQt*WazV3
zREVy$Zc(12h%n#GpTq5Z@cX~tYqo@n>9^lzf}%o|Z+0Zbb{yv1J<Q2I<bDk2d`4a_
zCHeO0TTORw6UW!B7rR*(^Itma$2ahm11fnRyB9^pJ%{S+2Pr5_!^3C=1@;VubCK>H
zBUMx(1vgVZ2IQGa8Pzxxy_@NA@6&!}ko;P*&T=9+q*vpqeX3JQr`3L6(xmB}F4Ed~
zEG32Iz|+Cs@8Fxbbd8)u*;R{wuW^d8%U~f}(!s&3o2P2uo+FKT^?3OpT2xc+qij**
z=+B)$uZ0B)ODc;(0zPEB(}2lO5zPpP{5l$9Suvq1Wxxp-(_O_!FRtOx-=;j%aOt>-
z;-?k>xOSGMEYfwDi1Fz9*0eWw7ELC-Bt1<+{767YUo69ZvzHUlLt0Q2);DXjB9`45
ztl1973pr!j2xN*tVS;s+9!w6v39y!KP%P>atqM34sQtqtXcd)ZBt=hfi45jHSS~MG
z^PPZF2;o-+LI!zL1&XNusMm$Zwi-TC6e4xm-((uPIvVv_H;?Bf`r}9?0Om5&AReG_
z0sk#39D1yKC|;`v+@4R2!?$&mrw&Hr-8`_HdH`j=uY0*E1Vj*>C-xmSrbeIQAAMLy
zqm-7;TM(>iJxr=nO>#dE3fnFlmEo|c-OJT(vvpU1Apj)*j|o~m2w#_?zu{}3CRVwV
zKcCvnBiV7@MVm=_4NJ+}muC)$=C*U)!O=5M9jG&1Kf>4j_hz`>LTWlGkmOYUci@>j
zhU~+xc@o?$x}>k>U?+|~!*!<ulq+a)pIM%Tq$T-}Fj^<?6dd|R-S>k&d>asLbbsM7
z8H1c2#4BCyYyw|kWCKlrdgRJ4vUJ~m!>gg<PbAqR{Hg%?KVKa`vKa$(Ie_n>ZbZFT
z))kF3vFsCG=|x`(+0z=xqeVH3W5~Hw(!rknV`AGvRE{(TB7OTE@LM-Tdg-zC0z!^K
zas3p>JjpQ~pMv!L_KVp}_X+f5(PEX`6ML18*?K(gNsre}Jj}$FlJ*4!ImqX7=m>Kf
zj9hj~&Qj!yr|KQ`F-6myO~yA|y4On-o@^?U7@(|tk^~wp38FjG`+JoqXJ2o|+C?tz
zZ>)<8ysPsa5+j%<<C7B`;@YzlJl##QxRaZgR_f|C@X>eu!|0ZJTvaq9zHv6jF+OHc
zl*0@^UGB}^T*B#frM9^Y{a6?rb?RtZCNK6ptGSDRhE07PmK#T;$VQ87hb$<?nDGt5
z4oVLp3||lurtzK<$KuBj1_toqtN!7rz05@H=tbaQte^T%UH}WhzIGKjJR;mO_JHvn
zz7b0zSb!)*LT3V%xz@2H;{fB$sq}_QJ2DC>j|<cwI`<(qH|}H6c>b`T@lUBr@02ut
zdx3Oq`F3f4-cVJ3zOZm_@j&X7{TKp^Ljv3_0APUD@^|(<xyrmp0QA`ljn+<{kb3{T
z12fz6NVZG!>B?h=s|^PGzn9;NWOW*CRNr}N7_~_8<CTscV$t0}!8ur$e|@5$yrK#&
zD>B9V3>P3|@Oe9d1PeGUcz`+w<`ovj0G9f?0&2eQLrgoNlGi7o;&31+n6eE*dj;_z
zv^-O&-TimrTgJ<rKv4ZhzIYpEK_Drn16tQ|GBR=wCW>uqN`NyB%n6kt=ct9g2%`)*
zW!5Q1eS?#SQL}N7vz&!qQ!e-j+}t?YL@ALowkV?jF-ilCiQu%BAytqp>SF-3g=_?T
z)8g9V?G=4F<*s-Y<345p76`}7U(wGalwEXU(b8NJpc1yMu<O;p*T(}s_)CQ#W%$of
z`C1+5I4}&4zRs({oZiYn!bvTGq2#gXLt>gGOsUHGTp3=A?6$pv1Yculy-xmIp82T*
zWr#{b03Ackox$Jp-)qCb%DuDe<Fn%@7bpGS`irXjcZ=<QN$VX+(^E+ocbE!iqq+LL
zY5tJy9A&P!h6HRz^#5>uZ-Bei^wV|m6_a1DIfmD#CwDhYdxrlJF=IChb_^lh)h9r8
zPWW&jfJxSm_>Zp^14*NOPr5RTuo$P%gT7~45xQ%++F?LX#aPrC)>o(HnZrRrJcfAu
z9Y4uB>~K+4S)OGUvN>WYF3|R`Dmh3>7T0`b3}g@WR@P}T#$U`?q|u(L5{=W?Q#DWB
z+VOsT;8W>{7qP?}1O+2U&uR|yoXt58g5_#BlsSRaAz@N(?Vx{5%GSu!np;{s0)~Nd
zoBSa<?IWS7<=0bLftgwa3;Kd6!!ZF&R;P6swZML8V}~gk(1+s#>*xuVkqktrm~94*
zX$;s}_akbFH8_y;3Oo)lJv%$ojuss1%_L}=t5FBK)0Ih9>>A?-Y5zzf0`9TCcKHS0
z-<@qI`wYCiYDzFu*R#DJcp@iJXl-g@{7qQliyUVf5#X#h^x;D0@2%w(mUR(+E04Sf
zijE_Rs{-Zulk5HKmAm5+$(8*@Un(Qkzv$a5T4_4echK95bumYdJXWeyfLV`s04|Fx
z9#<n1eGe;Ed|NW>B2mYn?t_0@Z+5Z$3&(uJ3L31X(q0LTd)?ougS<lf(t@|9&u7X$
z7&>+Yd=1V%7I`05+%pqf{=~@IA?O;R1<G7tO;Ct|Ow&@2QDnR{MwK&N%<w72%tEt-
zDeMP0Fp!WfXT4<3hYD;d8R0`h+#3mc$C)BwRuvj+u6+zgo7^`BHLjs}z7PF`Q#^-&
z6~M;2l$-aM`Zapj2<dmkGI^wmn?HYMO4R%V0RrsJi1wp2JclVuN=_^e?d->T3=x9p
zHgj0@AhwFrLxOayt}8RL{tMV9A!B~SnS;_e!5^+)7n>H#+iNiZS&GnWsskrduVmm6
zpwmhmMgaJ+7J#A)^%vqWRA<L`;{&aUfns_mklnwq1P@^?xzH4#D9h=l)v5!SvwA=t
zE}-@0)h-u8OG44I@Ev}KC(oF9)YS`gwV!RjtOO1px3vuQAF%{jZNh8>pnT;NfQ#V{
z?9mQmq&lU)4Xa{YL3Wm1m7Nq@r!joXD~-8FQ3qI%0>s@D;I#q7Y^@{6bj&&M_m{UE
zfcnZq2rWypyoGkqbNSjchyzBT@gS&FG8Wmaz~d;z=JU{IC(_WHON&>EY*uXr_Ry{b
z{ZKErdz8P!BI$GF7U$1XI!SMp9}0#R`Zp3E-Hn~qeGK1t%(BsOd$TL?CcHc+xcsrr
zvmzIlWS1wbj6fMy0u^eObkjJ6&b$lU9+JG?IsYY+!fp?M+r(8E!=b^Z;o-nmlnk|H
z{9O2@BysC|a980?n&$%SC1$=EuY1%6Mn`6|t*iQ=@}U)fU!;_l)=$@N{L10ugeFZj
zj4nF6`W!Eq7Dvce2FhdV%WJNxqQsWbKGNcgGmCEae?$Hz*_T$Ayb6XCn!huo!8!l3
zyL+U&78XC<`R6q!bePV9Ui=PmxN)Cw79#H9<Xh%>Z0sY}Fawa!Fl}eAD`kc7{}G4P
zfD7p)^QFb3$&#lByLQMLSD@xow}hZ3mYrud4n~7$eZ9ZDkY^=9ef0ex6Jf`MM#y<%
zR^+G9ewRxJdyJzsM6#D)Xs9(B!M5)u(~C9-9}BXlX8n7oM9}(5J(MSqJR-dTpv#!A
zF7Quo2f1vYoDY#GPH*BwfT3!m3kYUlAY!Bnl&kYiP@d5E!4?D<yP_gS8hDA;$VD~+
zHVt|OD)R5Z;S?+GUoUZX96XXb^aD$AELe+_Xt`1X)Emu+6WB#b>EF2@WJ_syVA&f4
zJM-t*IBxTildj)9=JFv2!1d-9gboSfa4;qCHOr-{LvmP^0>~c-^UDw`2|#r0oO4h(
z*02uKV)vI>1c1+{56&Teb9;vXCFC=N6`{Ecl-n&m7bZ+GkckXro-&T?6j2#|Ea)*|
zRWs+aGXh}8%pNsWN0SmU8z_V82pRcfGC?GuvjOn{)IsJYqI21)*;J>r=|D~0_cVA+
z9cUU%jl)xIz)GCvoZb5_;*I|Pa4PvV{?e}`eMeL2bUS1=j>f(1@7rr{3x6Aw&X?Of
zJ5E08Wu=a6C3*-LWOqUt3oxl{>wlP*SJv9H?oLYO6H$=$pT&mSztbG%TD~Hoze+3L
zJP>FJFWhX3L?(=qCALb7A98h$dGl|jG2SV`5UY@74f<J4go8%mr$kIq9LY^u6F?Mz
zRmGtZFQp~C*`@Ew-6bwN%z}x3%Qn!6<;?xmR$yn=EQ!&(E+gTfMo<9!x{uEZn>bJx
z0d3Xa<h+Y4JBPgZh0LSBYHQJ}C$6knD-r|OVT;lptEquN_@oEHx?4BrwSEx=JiaVq
zG^I1cbsq)@Kkv@D_8RLR|1G-p^;u8f{ZHYE$OPNal+5r46Y9r;C$}tTzd)ap;?O!+
zQ0DplV$YAA(jNz!FfY6<2^1?J>H_G7fpeRD87f`|xX5$@_<I<tc=Q@bs*4-Oi6>>e
z&*`6#eFhm%+qCp0k_}q^Q~wQKDJ9&!bD!@~#JUnVWtI*o8t|-g+yV+Z$+B;NP{Le2
zV}RBlaz$Mzz_bJ;dwNhUU_7JXxT&CA#u*BBe@NptZ1FZD4frI0?f^r9&@j2$K1_#1
z;S(!Ue@B{5W<VhFqfLzPwH;?@8fgV(>wRhk=`z_wFF3sAg7b~7+@4~dpG7d_a2yZE
zfyNc4aiH6%XFQsd^0~@)SV~&7KPh#$@xxzI1!V?Us6f{k$tM)H9!mU6qcRWxY#{&w
zq&kts06$%~L=418_8ju-8UtR5#0XGkF;ks(ayFDtTih3hqIkp~4~iOYs8~@x?$1c5
z%`Tt(b9kM<_){Un=Yr3=li69KIj<^#KiM{p8vQeN14|6X!?&J~zv7e3;NO1!jW*~j
z8`T4rAEsirbv$}YcZ)n{C{llJ`t_Qf@V0@e_hIiYztW?C7KxcW-9S?_JR<QDWJ%ds
zdjv8A0c+P*2mlW9BL<G+m#F|)6tJ=bh<ZD&@>$PcTTu^kzJOL9V<VcrFwh>F&l2I(
z_Av%~rtc*BBb-UEnY;`zC-TRi50oq_Jh*A%P{E%C5?ypx8-Pr!`qPZ6*pzB+-%!&I
zb-M>F$Qmh*=$K2I1IbV^mmrg#)B@mn2*hw3Kg^^AUyfeOeX(l7r0L;0nw>?*EJ8vy
zxEtg)pzXI-Gkm*RRd!~YHdk9NWm_kklQ<>()o~lv{YWfFhN$R!3)2*QLN0fTpeb=~
z-9#^e2<n|(Xgdu%6Pw;+LGEoN^RdS&EXwOHhiU^o$Wh^#EIW0m2@~c%L0pa^fR1l^
zdJ%zPeYvFI(iE>01HlJI%1iu3Iv*cf(5YGg6wC2MxR!ImU<jE|!elfx$A@xW`Z3vT
z_G|veKkJ?@esmWE=W?Q<?C~F#f}Dn_0?C4;LK9QA(*&KB9v)lN3>>tzo4@*L9N>xf
z=!uxhPefvJtX^6Yf`OqFKudShV3cGB-*q1{FX#j9^Jq6#ZJFf17kxS&sw@6e1du;G
z{s;1{j0cu<`~aJ|7rnn*3TKP;|9%B=Q^MPO;`!f?$@o#C8*>j}GQzjlZb1%gWdIpf
zwWs`ak%fC+Yu>2JEzaU+<)4HPpSVn}OW0d!CX4cMKNzKVd}v60E!+&2KW6A=bVt23
zQf$jA@^_G$wYsKFj%W^Cv|L8o&+^$~@2>=8%LQz*<ZYoL6|u}!X`$r8y^cj}*QDv4
z@l(gS?*$uw3MU0kbPc6EpJ^!=zV|kZ5S@_c63S@R?@V*PascQl<P}1sZSECZCkm8)
zF}g5iLJPAdfrFmFp?Lx+$g_Fs@Li50oDV)qnIRIs_Oq|Z%atD39uJeE<Rx@A?kPw!
zW?(E8!kAkjxEr5-xfad5a!KqE-e&fXh2Vj!a4~M1TdTr2pv2JwWOcF%1bF#eKL=dE
ziY(V*R!Tw`MS*Kr1*Jcb^m#-Az2eis>%eLu?W`p+AdQ#V1E2}*u<f#NWWhRUej(Ma
zt5A?9Ar=0yYv~dJI4dtW{R{;FX9*NAe}!W~;7fsl559W{IB<pacq5yKU-3W%6uE@H
z+;<>-lk--Q2!Di-IEBzjodCTM`Eim{y12*50UXB=9$$GP*@T=BX$!C!<B(L;ex{=f
zy&I6o#MlF*F)X&tshR(ab|eHZ!-8&tSy1pDd2GuA+J9td#{z?-g1A<RAO*-7T-oUu
z((?v2Oep|e14O*!PAHvDUhYsKxY7}%o>VcM017io${M{Bb_JPqrYJ>rbQ|l-Ls2>_
za7J*@4={N-Nc|cGk78WO^K5&@?b%Rj!-rLLGKRC@JI1-)fI*T^sNj=)f+KkbXQvS4
zlUTp4A=LUMv-QV-7;t+*R$lLygsOa(iS5HTsJuRPlhm)%U*dn}^Z41@O-B9PO>uoM
z#dmZzAShFohh6?W+Sb=w7eBOZYB<vLcCmQ}7x<MbsztHL^iie9i1WlM!}D-e`)@yr
zO#QtV06EYPd!x(M$JDJahpq!JtGStq{Sjh*Zld=)(5$;%Qd3+vY2=rkee`Ez!kP9z
zhy_GY>^_nt-~3GR>b=7n>ti@y=?G)QP7-j>JPeFgW*CT%Skp}Tb?izNn?MZYyjlzh
zZPwOh6ZUT=XAslr{y>~|-(;^a`P4Md{aS;8JQ_Tm&o2Sq!nx&AWAwE%<a@>&P!J3P
zd{D-!DxrbM9tYleIZ&<}?MK{Q)YzW6G&^WKR{-!HX{3rLz=#AqBVZX{N<2IS-!@%-
zFE<M5;ms@nHBV;4?aXfh?p%MLL&hP`_-2lTP&lK@1$vX5;*fzCtS?*EECVPtfSrv*
z;1S3YOMz+2)<c-fe8LAb%K#XGn@134l<-BL<OWO&_`NFmAz*0aRtOUN0|yerXB_jp
z$;r#HDxUcc9?hgj-9t;sNzWg8owKLo(>;NcDWI9g&B$-s`jU5+lcmBAF07dKgkDm#
z_xy0uI`?<2js`Rn&i*m2VDkIqd~h8aQ~+?^V3x+_1D*}Sp)66R`tm^4vq`%4uTwoS
zJ^ma~nMquE3P1-hL3IT5)Ni9aVtNH#!ph*{MUu~?`8}e}<&o9~th$)Q=R<l5rcGn-
ztDuvykGrbqH5-6CNYnJ8xZ+lvV2n6`Wd?!7^_20LvlRhGK)iMdx_2x{P8@#ELcS`0
z%y#oOiiB8JiW^+ak!E{Z<0-m0|BTo>N%LZMvSHfj(!}+&<FRIAo|LJ%UqQM@QR5l*
z_fF%EXbOM4lc_{gW2KGC>(_=RzBw(7Ea~GE*U*=PlqV;EXw9jf*D5^v-J2XMC#r1E
zim};*;eW=5Gl9!PrvzjQQeLGQ`;f%g=|3kFGqU#}<m8>}EDNc1!iMydx$O3DA?Dk#
zpqk;M^O{vrsw+rBz@h3nVz|#bCvo!c@Sj1C)OuFA1Bq2u!tajZpe0HCSDCxNtuH;>
zVO4QBrq%E<+$Pi66V}pH1e<>|GM0NEDNjKjF8$iFtoGMc&vzJB<L}T43@hB@k^*@T
z$YTPz{1Xmk%;#5O(!|xD0OI*SLi*P8rT}sLk@;y~MJn>y*-x*LukF3|xGm(HCJ1qO
z_WWH}_a#WXX$eVK%iKgrdhBPWS3tCr9|NgVT+1-eF+>TF_q`+nGLa#tSp`D+XS|Z_
z_Nt@gs{vjw_rvYN%+KE*bKe&;W@29BqZa<N4!f_i)9w3}m*t_X$qA%FQNUl}ajJaE
z(EZ5s`&FJFdszUSBxnN`Dj!NgJ8hvSAP@JA(Rm9@c<0CAP-_rJmc|oo3-VhS1yJh-
z-j9Fg5#0c<9N!AOiEyB9kUCFF@AY<N0t#7_t}PZ2(A<uAqM$<+q)*Pl3&!22o}_5`
z{*PT{Kv*6oRZxKzQE-}kjhJR64}%YrrZaU}0#^zKBpgsMEyu1F1*zo$j1qvL*}q>7
z<jX5mfJ5osW8BEa=~pYMxM9=%;iEi&(;NesW-ys4$h5yUr*zL~DFX(koLf19T$mp*
zkpYlqIO{#D=?$wq_r%a^Bd_09CCg`3@G`f;sR1@?3nGmhAnz-~-_L*}e6gSgI^J=X
z7|w?Dm)hhR{TAN=Tx}l3w}g%nIP|b@t%!fM=<8(r_x5#~p8SCxyW&r`94Ct$%O#~V
zkEA${&u>xIJyKC+>}W{8OQw+BMW&%m{v`_c^~WJ^!?NjFvM293WXiYi9rkN15~HfV
zA0SKqPs!T0kO&Z10{QCmNv%l#>8niSBn}~@{>w*}ibM<J&l`l6d|zjYI8OzM`@K}G
zttff?5MuffsqBQF9m+yYUY?g$`{>|gE$iHsudnpT&*sG&Rk+P2)ev<PV_`(Iq^~WZ
zmk~qumm~29lIPBExYo~QJpt}#P))h%4RawJ#`YM}<V_w@8?@)<H#4DF{XyZyW$4mU
z`~g?-=Q)RuBAY@ZPJdpU&N&i$rMEw9rpQ8QJr}o+hit+fq9X9-WBS!y#J=yNl7sj_
z?52k|0%slj;}IHtR_X8NJytEE04MkoTKH$K`(xCZ<<|)<(q}O>V>qVRIYK3&CH@lR
zDM!lH+(knkz!=07o|}YN9Y<)^J0nH{8r>RGNT87|Uk34_cd6@rS}dnqYFijaQ`TAZ
ze!m#=2GdIS3576d0@ncCdGj`^rrc8NtM3)&CpgsqMR-@9QYtck4p*_!hVZV6KTTeU
zStH3NBCg07$*-;x<Vg>^u%NkE+rzx&%0U-@u*=R8O>zmcxwT#7#}DM8JTQ5Ei#HD?
zI;iL*h?%_7|103_`lW^S)gxo-9JPj)tchEqMuA3-I{D6T^$VZgt}@Jw8qW|^WGJ5M
zOgedTQ_sjj|J~=RM<VY23WG;Ss|CR~SiT9qGpzVo{CdD35jkCDd3E;NeQ!dP<;C+!
zK|?c9Pr}cD&tVbCtwCQj_2swv%heri@<y2>szLw06v}{L;U}yDtmq-R2oV|}yK=W1
z(f&B0SY0DSDufSC{b^?7OMTu+>vaETZ1T^b`d?2dTp6e~GN?E?N=cver=stqSJnMj
z1u4P-I|&nhnx?X^2#cfO>;E3(e|Vtff5Ka3ZvGWmL<Vv=eUF2inH&&fg^NAVx22i5
z7j%oEP4g250?={9sFe7SF=9Xm?Hu?g;1{Ip@Ngc^AOh$iJu?bL06skW^L3!<uQgkM
zUDhC2nH&dVzwMvSya{96pq|9X^d!ObbMAlB)PjGxpk{r;a7EVX+k2&S4Op2`N3{uN
zl`}oSw=w<!7V*p|=vAQbbGu_mguJ|5D6sAZl9WFc)xzkjAd0%rjmZBJ0Ng`vUh{wL
zJbR4F1rlJc=b7{X;aLg1@}<)f{0CB*o}LA68FXOTbfrz7%0Ak1%a_uZ2iD<Yr0FgH
zg_DPUzkrQD8YS(Z9ml2VXhL7r2jp14{96C-!;F<7>kY0&;TJL#5-!hipBE_Ee!lSm
z3-pzz6cwOB7P-IOSQB;m^(N@-b})~gDu3seG1Uy=PQItdKua16^nw$ebZ)4VbLzeT
zu(_6r_9M@gpKYjYZ>audQl=ueGOYJf33&Bf*X`B&{_o?{1&?yzqif<ecdOTPfwQBJ
zOQ#r5=zB(m^}WOwWlsJhgy0U-a1Dq6uXHP1c_{3cA3y&!g8>#3St8GU<v#)GqTyQl
z0=J6IybC;ViSGQ*$T{f2lceRv+h<WX85MLqsux@O!}kVifZ6FyY13jgVK(PGzkt1<
zc(H%J%b)N_{{H~dS=sI{8jV!r==&|a{^UW;rDa1C-$Y9*Ge|SexPhCbYVrEULX}n^
z-Y2RcH~((V+2=UKIB9C_M9WzA7$V@bKi`fv$NLcnksf>g2Ra~p8%Wj%vAb~o47u4A
z2$GYWJl(=_gurP1-tR7}1_r?v|Dt@SkI%W-x)Hz6g-Azm{zL*=72^MJ{OS$)vET)J
z<XHu^%<Z;HDj&dnlRm<H?-oiz6qvO-5*d`?gVEQ237rYJgvKqUGp(-X9|)r4V*;?T
zzu|-UI~$vuLuJW?TbU1DVyDB+fyrbnSa^Mt%DTyf^>QjZ?!lE3QE(mRoq&|UUjek>
z%ilohXlFkQ#e_bmJX*2nV(5KG2?nMp?=#NS)BUR=Cs=kWxIGRvcrP$TJ8B>Kez)1S
zt4<CkhyBxSX+Sb^Jdn8PG<24ZA;GS69jnH|2LGuz1_u$o{zu($<w~hh?AWb#0t9^~
zOdJLdB~kkqbIV%&O&?f}1%v3A;ZPuU&L#9)+?u>INmT;%rUOikMZbVNS~_s3uZaf0
zv9c^Bo<(bfm7}wQ`05cr>;^HOf(tqo0^1+&U0+C>AhW;xaogWZaVspvYcufCiq6~|
zxC^*K0?J1hFkq`*2!!@hn-TNd4vlU2w!Nqv<GR~UK-*}tk?;p-8&yu4y)9`Re(9If
zxTEiP+7t3U)|<L1Z>Pkl!4o$+aJ(^j<L3RR8vIdFPsVmK72C=QbgO%?<^8?CA-9b2
zerdTZKGwVManpx;<-VJULBz6IWDU*eG}T$*p_HNoDBk@vv9-e~_jGckXOQz**$U{k
zmay<`pt5<Ddv8ULdeBB1EPki%y)>zUI7&9VY0XXMKPB$Zw_+;)yR6e*ZV)DkS@;Hr
z%?q=?y0Cn!=#iQ&jR=g~mNh%GSa{ZrxeRGau*Gb_HL);7){mV2{Vt2`-DYYZuJFG)
z%|c;AKw{pu))%UMZ{HXADZxa~6feY&0I>+eb9t!0{JOOu!TJ(*RO-!Czia9|Q?vD6
zzUTDgXJe9%b9}hjF+Ttp{DE9d`B-m^!qo&&l@#=rDnDratnXEvwzAP$Tx#GcH$8rS
zF3SaDmAYza4%Ut`#jay<(dZ$6x7Gf(SP@`myRi7Md$q<zl%XU#_YWc}_a!PC-Sgi2
z4Q2EWj;hT4)JW2OZ@)JB!jL{**@(#!8!TL{2q8kBD*{NM(uZ2hFw!bGRE`q`y@W9~
zlE`d1TR?$k)Nl-y7>@L)Wyw4=6`=q&WFp^-)^H&%BQ$yrmHzt<i<vQE`nSOXHgILj
zunaIljm{XpdqpNUf5$2c)(=FGcs~a$v(!@sD1<71HPV4nE8YpC<V5j<efR0s$Pp53
zL3AbRoD?npCNz`+Gtlh5JxK&0o{_xaR)Ze5i(ir`P*BBsg>?I7W;ZKy38-;(^TG3m
z6y5@NgBF&X%f9J5s6J5gw-`r@PhtF@!Wi&?lD^f>gx7<iRPW)9S{2H7-)|@|E)Oyb
z;I0MHfxjq%8=wyI*IwIztsm|(2DO<`KT^~Yx~-IHJMzjd{k8<kB2ehj?HqWJ9&q)2
z30!>x*m;T$%1{~LTQl-LU>i@@$rT)LK`^VIbm}(bC)0&e#=Y{l8CTTk&&Zp;s{<8w
z;a@AVFaG5IsfXrM&%osP)ADWOjEZW*_a2Gw&$o`x3#n)yGkTzJo>JU^(cHg9$#d&e
zP<GGQ8#tv!G}rDLdrXw>{x+WxXd0aZh>eGWjT%G>3ljf?@_&!82^J)YTCN)zr#_JZ
zfO~6b;2w98qV>Iu`SW-jS~@PGJZ3V@G5pdhki4;2koKd++t$MZUk!rsB@F8-I>VR6
z1}Q^&Bk$oqvZU;4NxfiY5a<g_K$-XMlW2J;Y2nEV0~4Z<wSSC5=aUVng8puRJc4WR
zluo!C3ukfrLr$2k_d&4Lru$1)a-XiLz5eOcRcBIPT@0T)IIH|t++`kJsk6UD{y$0A
z0T1>6|2fB<c}Hf(ol*9vtgJgDDUy<1wn~I#uXAS{Axc6BiDZkiH`%kYcV_m!<J|o}
z-{1f7;PLQycsw}g^ZC4=ujlJIE=Rx<zl+5-74u{su%}7pc_J<oB=y+sZa?iIqPn}u
z!Etr(ymE}CITm0>rxk|FdjqbS^dB$zpt@0gv1n4{f2F*Bmsx~<1HoGJ-HT5AyWfrj
zJ5K<wOkjsVY8R?H5%cs58DgAP=Uh?uBC+m8&RJ#-rDZJmM=V;7GH(dh+D0g2ft3=8
zfkb7t>taOxN4XDa+y)D=-tOADgXGf*-@F;Zw*wSS>mY}c_F}8Pz>AOvBwqr=DzzIt
zSnmZ-LeS<q+`*t_^V1ulo$g!PDPB6K;=lmcVmI+-!P&KfCR&Ci^6t7Bu%HycyZ~<G
zy1@!-vOr@+@RMwi77t$uz41Txiy8NGO!5_2Z=3jqUzLBzb1{#B*%%+;EG%@$5TW^1
zzTn;E?;}O`EGqwTH;g_T5xtpOalt-j<gJ8f#ryZ{C8;RinUNd)g=Ve=1+Jxqt)!TY
zBk#J4qdVak^C~x&JC9tJCx0$Wx~#}rT3mgiX{hOZTi4B1>%;ZQ0tMZhPy6i9EJ%2M
zFm&v`&^*FR3<K4D5DEW&MaSXW32g5+qpq!p%ROp4Kt8r?exK3)>Z`vM`o%T>?Y$Dr
z-1?>C2U9P=Rud$(qU!yl{ka1*34+v3Ju)##NhoNdtSf=~nk>8(_D@d&WAuSdIF^3l
zHwBI;h+)iTfSR6#mILxz%k*1qz@Tn>`M(ab7qrfiw7b9~;jbhzod5}8X8GbMxJj=g
zN5p@I19Ue7JDASS1H}5+P?!Qw6|h?n1ZB@h_ZjV?HH`A1TDQ9I-@@Vm^VDr^I>23`
zvH`4Pkf3ZWuM`ZxO>2|`2!ABBg_AuRtvuDtQmvOaDW3%0f@{%+(*xBd-T#qb;!ta9
zK?43WH28kFVXWeHt+b*9&;go2t&K>*4Sg;sI~{a5fTcvd!R5Q&x<r@tX=t1=60tPj
zVwct&rgEd$FfYG7Kk-GQY2v3}LSMsyhr_NdoX!$Cjs&=KZom^s%?Yf?fJi)s4uS`(
zCRtPP6v9W={_UkcqLkx-h9|zD7Elg}ayTj-Uy+8V(6rL)e4tyQ9yYG5l~=p3M&Gl`
zZsJ#vP$q9;{y|0R5&uA9Hp}3Mj-v}ljf&GpYZF@|u8RsCm!-d>Q@%S%Ex(z({${e~
z%_KvN&&L}|sM|vD6{pcI4*GkN7jn#A(!OD{N@BB07MM%O0E5cEB8!XV8XA;eS~(xT
z-k*N-a$iM);dnrD^P!O!72N(_x1hY1l=P0Z;+JI2C~^`<SmBDcCR3?}{Qd8aMUN-e
zYdKao%xpe!LV?xabN%z9VrHc(1$x${wn&$>u}9B~{cCdn<>vKp@tR&GmXT_XdS!~O
zJj>m#cw#daZ;C-loan{nm7YRgAm;96PVx5W`y<~fh5FhY;?X1C7Xj{o?Cdz849{D<
z;Z`{+sHB8N|DKz|k@0Z=?j!l!JexZP^0?9fL&AaG&Mf}?OylA-Wp9`!Q$RH;iwJ<C
zHuAtpzzI2rci--$4)5C#=vReC0^}7w41y9+*<X*g78DN76v{cjzeS@c5JxWrdI=OD
zo4-ccRmer5v!J+Tmv8WPK|RffNZP$~fL4>E-TV9UOGo<YUX3wIFxl|jZ+$5qNH6i)
zW8Vm}{SM<YBzuKyb{^!Q%55hj(8w%gI~kA3;3bZwW@CWLjYylr^Q*sm&)Z;O1Lti|
z5@3(&-gLfubeCl-#IyQu#kP9p5i%XU89Y+8bBog0sYY`qpsmR_MVT-fTNPyqxgJ0$
zOq{XFybRi#nFt}^GiCTL(1U><q2o=e9SmXr!O7~EYRuXxP<)DS11QWn)zLjzHpqU}
z2I5mM4UZ~@o&NX)!m&mv8npOT@Y;bFck`53zBh(=02NH<cYrkg6NTy7x&__NT9-PP
z(jjPULGRQU4(&nm@SmELoGL8Y%CBiG+<pupX#@06>CO{^CZJkQ#kX0_YQ8oKMfeG1
zK^Hw#iFj?RS>?**qp;_ti0QubwnqSq5A=p`z|YclycB09#=HXW{wjX`Gp+7oiTj+#
z_u%v8e(yo|qK5H@!Hwmo@&_;nW(CoIE_5zqeAX4uPDXC<uD&x_UY0Sq-4h?HlN-y^
zCL2V9Ga}Egte+P_81kNeWj&B3hn<JTbl8vS&ysK>yoO`EBlwGx+_KDhdm)~me6z0|
z!xqn0qqjK#))YOoMFw`|OKt52t$#{G?kGjIF}5AWv``CFPZF!nrbSu+7zo=34ubah
z>m{fk<JuRA_;08V#eYxJP0^v~ai><EORk%=n>~nq`ee7mL7+UWU+N3X<~vviP<1tp
zf;#<J+%w4L0y3F=RQ$WQ5Wgu@lmyB*U$VZ&4Ot>r)1nR2e|p9-60p)4Y~o75_?nWp
zvT&+`H%gzbSjSkN-oE|k=+nxSzE8dN*pcB>GwLKR*l%gGEhkxk`B8v;(B7{%2Z;EO
zXHO3|Zvv|h+V<T!$m@ogYlPG6#=5gQXEN;xtZ?i^>S05v<FF|KzXWKPDox%*>jMHK
zZu`}LIlYzd?e92dPrmz7NrY@{MsfecKow61Mu~LKf@!)@ge;H{I+_4fCWj(+F`Lj`
zx&p6eTSgm^SfGit?L}Tw6E4CBSX_SNgodyJs}=&_;emgCsR9C4!tiG-EHU92D9iWo
z@Y-Y8T0<KZI*6`SG+QUsEfgXh$LtlWE2=mf{p*Sxdsu%5U|nFyW!4Ip+^xZDoMtWA
zeVVVbrvSEKKrr`O0{K~-`!yJ+4Lvh1rq8+Z6iinE{>-S1r2<S&&~jQ_d=-+trL7j}
z3fD?`vk<F|)`^XYLWGK?{I`j;LL=8$bT~Yqz;HV8kf|=3JLNT22>K6~pp^^Pk_B_I
zD)*0G{O0^ILPmd8N7Gh_E=WB_@lF^>D-{F(Pye;Xq()Q;rUpzXtkCcQqXMP(tXR20
z1>J#bFF~vgViJ#EJlNb%A@mT!C&NFVhA-t2evghH{#ffPelwwZr-uKOWJrMASYTa2
z&^<|J>X+bQ7E|9c^O>#Mygv7hE4WwYjGnxZhgp}#z@y%(QeOgcE1`=encQ=LA^Y8w
zMn_dR`^>&f{c?YSz-FXz*C6(Z2j{<td11M=-z+FKX-X*MszxZYd8)U$YK62(1&5s&
zbQQ=auG?JDAEbG{YjbY;g{=?pV)MQ45Vd+!`Inj{`TRU2{h3L`j7#%Zj7KD5cac>Z
zU&w2Jm-fgO$`tCZmz?zR)`HLQU^5!zjNf~42>TWZ$!4{mzOLoePUz;sNKiumIGX9V
z9hcd?3N)<My0bBJ{Klrequ5r-xj5(|*q%X}VPAE3qsl3MdqsYGRk`CzN8r_Mo<u&7
zBDtQd8Q|4A_wGFPr~3Pi5x1tt4x~Sm18;!(v9p6#_j$zq$Ohxc`nT~13ta!<JqAL{
zugQ2ni?jN?MMU40+lsVXUcX!39k-vRN&sv)<@61%s4JOxG!^dmlviDzS>OY+z`vt!
zM6SYVVZiq+<;`fb#M#&^UEeD0I#6Mk>t@&CmQ6cIx2nebj_3*i%?jhpjEqIjlugc*
zHATr5>HjxC$o9;PZ7w+M?vDEVIjgCgSbt=2AM`*B$|2(6h<IDXNfzZI1-;h#Q*oNu
z%*Z0}GxIb+MFI+8zw#Fmtd`e<YA0Uwk{_I4y^##Dekc>ATBo>oITS&jBGHhAzL~<m
zMucJF`~JMVM1HhZh%qb(6D8I1@v|)vz41xpYBFSfe7;igAwrMc2D@0H(sB(&LkVqS
z`A-ewcUp7Sw|@*fW&~rSQuqs?EM{PQ1SBGoHX?k0g@HbuUnS7T&nQ7i8A!PAgo2IX
z3_17h?u$!ZG>NrNv>o}<X}SM)vG?jPPR^y0bYsf~59{;&T<Ii9C9@0IX7<>v4VS9o
z!sn&M&V>bT77clJ6Frj=F=okTQsQE%X{lBz@80t}+_`e2BMdF(t%KCE6#!tQywpR@
zX4KlFQ~ZPAph)p6op0YF60O;jO<tMe+w1qkr>~kvjTe2ZcFjY2u9&~H6-ammjzknG
zqYC8}bCmxlY!fwXO!$D%(|9V?3<F@49}zfV0$jLP9<EUdM5&jx19dgbO#pfaJYirE
z)`DA2o&{J$wBVj+k%3qTqf2kNpS^E&xn#~Co{yYI;No^+K$W{CG9L;Oq##+L_u+t?
z^)i6Y^az^Fw3^cJ)L67084Cp;z`S}$+Ib(C!k!02R0si?Kzr1Q&AC?<R_Gn>3cD(0
zKPGDeWy>bc_6rQS!6w@_*?bCC38lA>b%&A#?-aKULGHt!!GT}E1PI5o9{|SYXl_Lc
zniF>cnoZPv7C4mWY~j^P7uNv5)T^Kt4nRG}C=7H`9-hiK2qtMs!*Q7AD;j+3#>3-`
zuZAdDx(#jMWtdn5(8V*)?0VY`lpiKVDm0>JNK(+k3Rb_cTWE%r3j!5Ib}zE+6#pBL
zZy!I%|L*sAjW|5tjg2u9k!)klL$=;G(aJ)Om@Mc;stD=lbd5^9^p+stgH{l)3?}WF
zT5ZJ@oO=vDcvk3&0Qs*-N}1fxYUR;-c@59hKdn%m-x4Lrx1S1)9mbr@dB0sq^L%UR
znP@dkdoQIiSL~(Bt>f3<(leI*>sD8GzM}cTVepvSEHX0cvAR*Y%j&%=htip<WuCLc
zCI|7Q*2?vd_soy(3&D9!ZJs?m(9%EBFHVUl-+nelw`4hWS_ojpmg~GOGTIvQrNQMd
zjt-6_GpDGCWrrgw;k#`SmX5>34>y!MjyqHgk*4*(tAQY%0y9gO68Dn2KR*Ok7Pdzt
zr>s(f#w)i^e@?ncD|AUpD<~<B&P-M=xLN%zwCX$oR`54E&t?KO)@BauD6{c&KwT|p
zI6{+q4d<s^MhR;K*0P!hZQH)_o2R@duo?c}l%cU`A{U}nk582eB<NUu_IKf9{9R;2
zX6#|`RS<M|kkr=vH!<wLGz2KaVuf*Mld?ML5)?c*@uqZ85STb=_xLw(1OYhC^R3e+
zKE?s{Fe?ZX!cJTut;KWM0+%$&&+QOjA&g4DzSm~a6ThkpT-HL+kBm8#6|&uC{xpi@
zS7fyhvpJbOLU~Y{_h?9M4nY6ywx8$czqd|4imJcsY<PE5D)V?N`*0^%ew;`cCyQ!B
z(8xw^Rnl^|FfinWrc9&K)efIlZv15>;0Iul$Bj3I<&?3&!3dA?t;Vh0WChyYSfRJ?
z@<srzX_$M!`H*fw=y*H>^aJiipv`%l`bOziNf@RX%4CQH8uXH@jEQaEGrn^tyl@!|
zu%&+p=3459xqsUSHU<g)W!?B=-`8b)ZkV))zxXPaEB~3)TmVsB+P3%i+4V`kGjwk;
zO@9@O{LJLtnwbeN7n{Gu4RKY+^0U)39u7~=C8q#a0kFempcuVmA!ld*a|~8Eft@QP
zK_tyK%`3CYE32<cR<u6rSL7~cy{&C)R9$70g|FJF5U?Js4jl5$SO2(7ZW(2oFY{2#
zMMRVmr%Kwp18*!ae^ySnpT3djrTxp|qR;nNcXmS7XAO5F@2J_JY2W%MDCQjrcuJ_=
z?L<Kl@7h-&d-tN`XngPc#Mm<ey99E2%wTq6)0@NDk7RSLD!PxC>Ym&uail$4(2~_V
zhf(~=ntolalBT5jYaNK(RgYTUkqeS!EJ5Gv)fd2YRyr7MZHU=l0h;w%fPphyTP|-E
zL$=d(@F60ZCX|`1&yaR>DsJ6<+AWeAv}3{HJ1<|*3Zjy126d(|>6os%%?!$?y9@du
zH^xXY?x$Qc%(mo~rupxoq_c|s9XifwdYM{YQ_n|AI{|(B8|w;6`bx7_jT`+(c=Bk-
zVZ*s7;`k$Fjc^cuSB>JgG?FtMllf7N(%lW9$Bgr*hlhCJ$%`Siqv&2Y{R%vcYdb$V
z_MHQ?jc)re#;V6j@~x=$ykf^TS<Z`pS9t7K);^8zGQPz2yepJ*ys<XYCNJJ{dt-Aq
zC3Hv+vkwcHo9IJ<3xXei4GKkscby`ddAm^K|EU9#fW*=R7+6GywgnoV+0-iAJpA88
zZ~-0_ihP6~ss{3gjp0z8ry?X8{ReX5P|g<&y5@ccembt;vmhWLAZ`g^{_^8m=Ow+5
z1-UBfuXOeAxg<CysaWI+(PoR#Vrww+r$9<~7MiUy;+)|OFxM)A+R7=^<d%=<d?#u6
zGvoK#<_bEBP;e^t1z2ko1kj7%bmRm1-A{D%T2XQEZ`ROg?dr+-Gu4l`hj8Lh2&m;v
z<c#<SNwFe!5X|w@8nsC5brtO&hIh%>&Jsq@Ja#<nKjA^%W8lwF(U$r2N7&yoxY5)m
zD*`jrhI$u@UW-EaUHKqs@aA9$WcS*Vo9BBMTZ6ock4gIX$q&^Uf?u!5<X*b`-1x!c
zK*wVr;{loAS?fDw>Kh9SWuIo}7qMAy0q#W?q<@$8UB-cI(~=DthaoyqzDbgu#z^|^
zgk&}>RIG-d3PeqP38;ru1unLYGr)}5f$EYDcTLlE01h~S)9i;$-&0E>Ls(JMxzPgl
zRJ>&p>LGT9mUXL)qkv!1nP~N64@GI_RLNa6Vh4TuqGx$ZaZq|F+ttGX27DdyQP#Xt
zh5}ieAC{BflEP+ge9m~Xi1_@1JJFp)1ST#gr>Tp3UdZqm$@bFpG2tj3yH>0AG!-Aj
zxWaS_odmpe;;7+tD?~M}PQ{oqzclcxiT@)i8ROw;cH>toX8DkI{_y@Um0#<B7@lxG
zJn<pFvHLU#9U(Sl09K<IhmW^zreez408`lF0wUn@4hBgX(j~Wu5g<yzF=>qxcku8K
zk8K3I%QQ#fw9xyy>j$vG*T5%v5M?mL0^~0Dqhfgj7h=)X{oL298?zo@7QS_XE-|SA
z_5v0NU4(EO3xtiBU3}|x%eS_)MXsTbNo4pp<~4SPxhE21k->R>51y0Ud|-C9c*2s6
ztY`Nl^2Qm$BZ$oN0kd#kB&usm2t381vuK67WaY*&J_(q4*QQXk4aK4{gj%B!8$xcO
zu4sKcXc`&*RH$_rlpO~hD_;|Cz0(7Y(d8)|6S0U*eK8#I^%lqV)cnx=q7>sQN4vIH
zPCCc}iK^d4&ZWhZ_l>{T6cl*(Pp%{-9qqzm-j{qeFRT9?q-kwu5#Xa~|Lk$BLMm&N
zSi~rM-Uvjp3k8n+`d=K31#7rDwH-qTi7_K$#fIBK*kG@x3+(;its-FDy&|Z3^}6f_
zl6JJh7pW_yeIJb3l1=y$@3AFzv+J1p2l><}1hUX_;&!zy9zLe;(s}SK#L@G$_?2FG
zJW#D>Y0wz8@*VaNunQQaK5vt4r3LD?TE=OfA<SF7)*{LxdDs96oWu~V1tpBSLRzez
z(z4*Ccmh))jb3!kqC#~6;@s=^UKv3&Rc)0TF(4wu;VMAk)8c@85<qKFK+Lk<Flsy*
zrQ89OBX91;U87|68VQBMYnhS+$kcI}j@%-&f|c@R(cHIb(!&mb8qo(4DsiDgn}Gc5
zRhLoPuRnS6577ArU)4S%9l=`JcR7UsR~tKk_5f%}uxyGH|8I2s&$=Woew%g&2Y@Xg
zqvi5L=)Pv*ow0SlkrbSVF7Sec=z-)KX@I_S-i6Wqk1gDXDOciUm8ntrM#ryGxwOVf
zjQg;Cv1UQBdZH$<Q3GmcS_Pkm=ta#h1Coj;diopoVcLJSS{JW?x$qPZc_V5<HYYpS
z#4%KRp6|w6A%Ko4b96F)bydp5;KLf?YAU8nkdif^^mGVd42;5!*)_TUTw(_T1VGt2
z7TlcYB(XN!)4!k0e=Syb<?eC9p^n!zp}jp|{Y%0Cjx*1+D;_j>+GqG|;MPP+@{g~`
zFv+N`-0K4yNX}#di~E<wqBuSyjlfqd8<xCg_Frz8J#x*m;Fgs)%VAv1<?M;+H<6uB
z|EVyjR1^Xvy5urT%9L37l)J4*)Lx2Jm!b<q5B!l*Gwa78c(B!#Ark;po4+KZR9Z7~
z-}|{kzhv?EF{M9(rE<p}-)l~98~;iADWUSbARssQ`0>W6>T_lwr=_XU;g?li70G+&
zhwsS_>E>7oMqu)M){cOGeG+&QG}LsmfEEQDTToOMX(8B@O!c2)WdJ~Cz@pzKi<FI_
z;KKk+@y<aFuc79%*7g^V5J2sF<e%kSPzTT%;Om7)wRAdk-2-#LGhc$JX<r1SNJf?3
z(u@sx>2_!Zk2-Ledjt>LI>?#JKoGan6WjsE!ExWNFAzNmJMi#X3Umb^+4=gyjv;ff
zZ@}8wHEmQnKY4vR+GYs!!fw+>OP3NXa1Lv0YDT56QJkuGR<ma_U!NpklmiH=iWD44
zdoTo`Ux;`>6dkJeZ<4q+U(%T$sywpCy`HD`FFR=R*WRtc?RftHRgLwzgZ25wo1H3}
zNDW?Utn%TXZsEC)>mAV8Tc<#pCc$y3x$VLyz)`0xQ;8;Rt(7z}Fxa0>31R()rpQ^o
zy<q}*NIyn!VW{60`WkE0xtP_{>KXt@@q3%yqb{#lS?2#^3*!#Q8oxt5oVj<<Q!>e0
zH#Rd{0oY>4jL06g!n<v0kJ1GArepW<O#;roP*LDoZw8*WfDnBd_@e7vW(AN?9xKhM
z4SBu9{OTXj?P>g(7We{l(cMRW8ff@EfSJuBCjWhODQ*D%PhTSo$|L^`M}Am1{m}UD
z55!b@sy54B`(DfbVdb|JZuz$M@JJULkhWSdXu6>uiy$wqkhxBt04e{~gCzCrwmKa%
zcUH`dP-z=85cGI7GoPHXG_$Xh%iw9d>-FQy{`RBae`RK`*VVTbg|{q}s_pqMIbp;B
zJf@N<AJNvyM~vT$9M_QXO|)r$aTfm%<8fZ=d2Us=`phyj{<El0UgiKHW@5P$y?053
zf;`SF-}=nHI5<U_PxQ^`RK2@THKN&s3JUYpjPh**@<UK^pew_IcQ$2P=tX%){x)o9
ztV$8b8V*ExDC+0@q4K*~GJ&fNYmW#(KZDRV!urO4t;)DFEbYl-u32XBMy`7SZDsSi
zq@FYj@2XYT5O0&tut;IdoDV6i<QL-T5y6iTA(|tr#uG^1>(-Aqv>_cHM%*>bpb(ZO
z@Hr{CEBo;+g8w;e`<u)gSjcwn-L1#21bq6l6@(ng9((0=q|MWu+eYN9tILvc*BOEz
zS1U?C$Y3vuf-%LgKm{rDTwqGp1!#CbO8FQSdjhkkgc*^M?)WSoo~yK2ac*)f8VoMz
zVC4qNUSEK53qTaA5WFJ6R@*k}g-<>`7NEewvyfWhGEw<Px=0`o<3Un#-(|?v<7WDr
zUCmdR_iW1Hrpd3O;2;K&H+-puLn3H2J6@F)8U|NnX}Jeh&Am3E5k%;CK%xoe4Sf<+
zDySj$>xmN_YMqAm41I+J)XE<s032q{1^#};0Ipc6#m>r>P?mJPD~3Pabt*t)6A2cN
zS`*5q1&XoD?zGHbxWZ?ciks)eW$gR&_<Xs{uDrCyJQ2_UcN5g1eUqIFR9;K+v;V;U
zw}oMV7Hi-yndJ=rTH9ApA>g&(P@q2KogAfE5{X8xq)9V!W6jw(>Lf-jX(_gMo<-?9
zzrN)XH!yDBJ^Q$4;_Kj4PWN1?lrp>ZZ~pt!h=-n1`AhAaBZ*k2Cr^@W(oM*uqWxr0
zk2Q-}-9@9*+vxSU(2+EGG9CC6Adw9xaLj4ClCzh7+>M?`1YO?3B&0&>UPB4M6rlN^
zE!J*uDjbogLHT4vdaurz7cm<-6$Fl4Lu^_iFYm+PtU(b0Y!r0w$++>jh57Fv9GZF>
zOXBXNlJBsQd=UP7i1VKi95b=DX~vU+a1mIl(r8gn_D|uRm7{l6T3^uHY&kZA3x@OK
z%bMODGL3JAnY|`yL@nZuP($VntLK1egU&7z*WDimn~K{psJJHf+N^iQ#=!OZ(%`s3
z6|qTp>e}Uod^rkE*LD}9qx7&yxXx1Hqq$CXbu0Z8uTJhfiF41|a0TIUKET?cjA|Ch
zDTJ&omS}X?^e3RB2D=TmyD{%D^BALa70L#eMg&7tbV=&KD%tLGCRfM>3VIpV%?FhF
z0GnK_`B_B!N#G|^OEhMDm7`(o+Ow)Bzhz*(EWpy>1Qr?RM)zNM$&g~r6~JcU>^1f~
zFn^d*X1IniDtf`YiulNJ27KF37f6tDIS&gAg+<yJ$WdC``eDLy9<TiFKP=s^BNV&V
zOsro#6nXMW4$THKo`mm(X&;2)GpnSm1w5gGm1qNM{VrLBkhI#%juC9FZJA!LIuUD#
zeA-q;3TSEs$|O6*mDj%0G<2P$Z(S+KKg`y6xU{`;<!CqN?y~KCwe0;n>)e}5Wa?7&
zg<bL2!O`)(%XEeMPB!!Q*L;X4t$Ch30#f{oY4=>0Vah8ji()eBe88GHpy9k{jDw%^
zeXyw8#i>nR6XPIL(dp-x&tZN?0Rie^AD_u0lw@su5%4G~*(NG?3_6O+9fgs#LCGT8
z=X#&KkGC;GQ<1^|Yvsa+UAa4cVxO29|J)3}$g#lrU1&D{PW07Pk@h6V&oW(u7S^Wq
zJ|VQiaD6M&(sA>eZ{Gd?;#?%GBqY<!OcaaEzuQeP?86Q?OT<deADCZNQY}?h5FY#R
zj*}zpX;kdJ4PjyVpGLVdQKYbErcnW=DdyDK?NBCTv7e4>QVXYRP=}&czS3_ZPd_Dk
zmpjw_!*p?;A^6U<rGWGfi-(;508UOB+w9EKgIIKJlNF&PV6hiJtUXZR4a{cyfZz@(
zV{V%N&wXyh3SOp^`*KY`Pq&&1O&h;bA^rI3wF>D9{!Y8A9W2+l?H~VCPXA%IQYn57
z|Md%`@nkM25H;BMG(0-vvxnhW?O4$;R9f6(q%Sv6I0Q)+gi0VEyum`b^=u=;7x7dk
z;P$zz3uGg5XiEhMibakIfwjWUVIb>163xrM_o$z}q+|h{gGw_@p3_10ZM!93h}|$L
zl+e<H(gS=PNw7SpZx8N}Xr>ly4Urz4bUb*wU#Ou4F2y~XnWuGJpdGDFVR$WAJRA*;
ze&5$>)ERwCq(J$K4v*-<r>r(vDpUe1ta^&}vPMEJO_2sNOfHKK`xDq6{gnfpZ9E~G
zQ1F1vrDa(3?MSo{g^Kq%E7T&^Ad*adikJtfQP8Id+b;rpuqcG>TUxq4ni4panz_tl
zM7Ix+M1yV%6oL9-=42#%cm>i9qc&&-@qk$A)yupvh(hG<1QmmjE(I>ksb${*(&J0>
zi<Z-rxcx3VarrHKg!~<GeNnO?BRzNz_RRma<@>_-0PVvG<==w^9KtTOqokPrB;nU3
zTaP$c>BMl&GEva;5vV#mDrvaI#a>(TuU6q=o67~^jkh^tUw*pXj+uL#3T3drY1mUT
z{aZZ?x!-LR`>F3eTT$3k+5Yv1DN~Q!HXps4v$-c%{n^9OqMOk3ZCxRT#Z+1Y$6!y4
z1_Gf3XLGPewH!OGKfQYmf6J&_R}jp-JFb9XB1w$#o)%U<UeX`cOo65CPdl_~``eR^
z_ZbB?F9O;MDu4j>sp=KJY?f8UBK0b}{)wZ6KO!!+y%BdzlB<4OPg(oET>YsU_+$F{
zIQiB=$)ME<2umoa*xT6tSsM7Eaoy$ACyRL2@*WXsiQ$f{3`YGvow4mzI`6kR(mc?n
zSvnBdg~i#N>`)$;9R&`t=FB5hnh@)Rfp-Htx^>98FkH&oIsHGR9xM0@@+lWs2F65#
z^$Q2vFLq}~f59i9jcE5sUGid4T=JdcNjb){uhExN`9AtlUzgw8Sct}i;zC1%LXWin
zHVN>BExY4?QvCfEZElKEUb>!A_))tUQRFp>Z~7@7C}yCPuOlK=Y>WW9^7wPr(TfxE
z&6!bh_MYb5UtzPCf1(Z*=7fp4rR%GWd6}oY7!d6hJ!t#Wjj+9Ad?J55%u79EJ@^Ip
zd0UfVEFdJo2p}RBxG2hsq>W)g6$<cr8*f5hkZBK5p%{X5!4`xYOASyq^N3@N`Yh>>
z`LE=hxNtO@5qyfji!TF#999rr(AWX#c9g692~2_O;v00jd%ju|>}58#1qR^FoLqq(
zp)yjo!@(mQLW7P(wG0bIocg3`Nr4AZo1|*qgL`8Gbw*_LZd=B{^D5P<+0AiJ{$1^<
z$lip}qXbE5k+U%yXKPH2^ZD}6Q~k4lvYQsZZez8-exqDVRBFrjhXTYf`RUd+3ioXO
zH2K`v*nh=;DdLaCI>(Fh>n$yE6P;8?MjvO%jMKJ+2+2i==ojDgRn3(;B-X=|n0Wv@
z6wc2X?EZYu&MlMoNno+rF^mPJ*oMbI;!|0&Z8eUs%>`_pL6m(4`QC_1PG<*g%bgbn
zEej?SH-JDDqJ-nY)zYK$t_RgE!GaloUbU5mY%0w)MfzmjfRl19_`yuuz~bUDnfi&f
zM=Btn>|3$vTi^IM-MF;)U73P5m8p3`nzcLSvsQUOrWle1ZY7u2^07vt0P%iL<KHCj
zG06iO#3F)J;ZDor9(_>yjMF;K@`d#Cnf|x@h$6RhS7XW;b0W$MLG&jy*yIhWsrao7
zXB)#{nL!?h4QC0$Xyog2c^bf()X0-T3i8-=8<hJ+X(r<LlcfFE5TiMmD4V<(%ltSo
z;3~L%m8A9a9qRL|ceg<PL0R&XHtgHN&=peHm!^?KQ}jHPX$0s}ldb1FMm3Wd??U+l
zH3J2~+uQX+S9s*E(#W(Gh60;KC;}A`k7}2PhT##e570&+*5*ny6|k<>goX<mg@SQM
zFgp^F3z&6Zf-ETTFFGVNy+7`DV%DfgfkL&Gl7tC;B@#EPiDm`Ig4?6HxyxqDjRI~)
zggJNrh4<-N6h+-i*AoymZP$NCKTfhOq_hB|3)Jq178J}B*}TgEwgja_P=|@ir${{$
z^tc#NobU~5%f{LL69mBvKEvrn8(kwcGj&i=&~!j)1^PRU|AQs$f)P`Q(aqgfHP2JR
z#HEMmw35-!U;l8kXr<I5-*x{dA)$uj79ooWz<YQ9*2q$iSIt{E)Z~4-AbcLN?*XR!
z8X79j4R9~!`HUq{mPbG||8qx!V87{~a)&TgCh<CN=d<5D{jd5IolU<$b#0ee=q}!*
ziA^N?Ukf4L3}Q4SaMtfwdGv@<itdvAcj{xp(GQOmuYy}8PgIyU5aSM~v6xVyh>g+>
z1UJccANFHUTk#cCBh#bz>iM@6fiI6)?l;Av>p3V?ol$dFv1Q(T#M7Pf;aBJs{>CS;
z<-hvPAU5S~_mFnV-BFMxq97ypmPP`qbN^09L!F-_LBeB@&ANB`r#XT8n8%@=b^|d#
zp$)R5<uI>B^Uzd)7v_;g{_`dF(Fm#SsF%PTNSk>f(SN?lEE+TKLamCQ<mXoaxE_|*
z!&WJf!Rf+}KV1x}JDWAAdILZ21LtUh@QSPp*4F)3i$fsqlRXOfMCrw5hzx8WP*GT)
z?;T{SkZb#`%KU6n1ux)b)hX{&y+z<J35~nD=h~!77t%XP{*V>|p7k9phy)yI_CNxi
zezgfjTdz>RD`XeOxJiUqlABLp`*8#NM+4sip74cGld~r+?ytKpBUTt+tuivKkr)qQ
zSm$}fO8J58$|gcBJ$NP~ST72LWN7^}(fg;nH^LE{$d!hgM)ke9YgA^3<$;FmdRjGi
zXvt<RdU*egtMB#T3Q6MFrn?Te-$FdhSRGDL(5hc~@$7=WN2S$>CkmE<X^~p3$-yBn
zTzR-sx8JsT{j(}=ZR@W}2DpVOthpgbD#XLna$foH?Pt;Bq#j#}2+&{3!C0qlH@GC#
zX3ko|fAYsHWi@q*vf^=bdyd@l$GcH-9&*uFR0;M(DV}z_zPd)%<G|wu4M>wjbBu}#
z%c4;CBAQWMVC*-fUZ|QFS{(X2idK+8JQc^9&ckbx@Yeie2DP!=C<tr*z_jVJ{rN}-
z?|bQ)vY?4mr(QvC{r6)s)~2-N?8+d2yIVKhLc|}SMZP$7T>cz>vtwOb=-s3(y(wCZ
z2GE3{|1ks5iq1~#yrYLIS_NG||85=3@Druy_2#N}rH}~AMc&Fc-KQz?`7faQebHIx
zuyy}?&Of8xJ;WjQ;i%6>q-N>sl!Oa!6P%;&0O<l<j`?qm0L=#hk{>*;fP#~d_ix$}
zX_#qYrut=YY)=#wG@B)gC&k0cwNy?FCk$u5mu~^eUbp}qk)=L|F_nZSt)c%R<X!*!
z5z+%qwx<ZdBYY3MAwQ{eg$@cP;MrA(xGwyIR2D7z@UIljPeR{emr3Xz#P8iO&TA#j
z!tl~{#QfteIP@PPixzha7h8&4d&uNnufq=k<3y}Ky-JpF77Nk4pMQZvq5vs|l`9NQ
z5W>!%BDg7`f8{*TbZpRzyRdMy2vBJK11+XZvAu;{TVf=W7?ZAQ-Z?`&*pqNdzt1X}
zOp}0Ih7J8gJ{Dq46Nie6K`#%nV)<};Fs48#zSf-E(@uapu*I+u4)h^3!vv|Z@?~y9
zaIecUVo+eEhqR^NSmb^qrYj=C+8!lWF7m?O4yW@@j6<|rMBLN4K<j<UyC?Zesn2e_
zw|v9QfCB^ZN2ib*jiwe^#+?65I_SJ_mF3CnSkaLMA2f*>z@*{wPX$}O^?{Ez?_Qxp
zNg?J!Xn6js`20Ju1^TZi5-wJWt5b96_*@l>%BT^SV|S2c>CkhR=zA*D^HhAmRkC|q
ztbbjicS~I9*lY<VEq&4I-qmsjb{(RDQ%Cl*P`Ex4@aYOfI4L+@$tzgYTmIDM!X;pB
z?Bn-*g7u)xic>(7_FhP(=kVUYR~HoYXNx23czW-S7Asp+?XxGEeEDaZk@wXmm<|cN
zsSm8DAHMY8sC7{totyr?H!xd_P}nATQQVMlo64QDZxsu@C6Tg$7aO--2zdyOcHgiw
z!8w-AFNB3&>jc=@)5f*uq=F`*)h<kqAE2srRhxL-D39}xTnwg^;L6vh_oU&_Nm@;g
zb}x!7gl>nQJN!~=%oRWP04TJ*Ep@mP(wT`)K+7>KPAq&~z4`QVCL+>6EsPHri&9l4
zAI@_x@i@{Y%d)(tFsx9kAmpMDAsIY3KrcL)pzTes4alo&zbRp<Txg^o@c8+MAYZ%Q
ze1sy=ox_A@npnIWxHp3|hR8*w%o0d}lS(-<wFI&@g^WL&VIgV%y&D{d0%BH>V0%Bx
zdAaF*>S3Z+-YPMhJolP~Is{Gea0Q>Y4KLWlGpVE02%8?LJ(xP|aqW%;5u%060(~O(
zmS5h5^&y#FQqU_ln}mGdvqveI;TtP9wm@J;Q}wXr-BZLf*|!Y9H73u+Tj+d16Nc#8
zWdtfn8JA%hQ$S_uNCQnTfYmU=O{<LNo(#BwrnLy5juU0K+s49z3K}ZkGVJ^@#c$<a
z>E1Z`W6!hqRKNHr+47(4){|ckF<-xu?>n4#M4rZ+{TtY^@bww1HCBB#J7pOR09odw
zYrI3K*fEpil1Gi0^-sk&h%Ud3dq3q|^;XGG7$rjV)aps;kL(B?INuf3hQEM5;$Wqv
zpf^a=OjLA?B2GcGZ2!9Z`Tg8wzgK^-mr@G9d|wr^?m#vBa*~s|rflBusXhLO=;{n<
z{kUh_piOCpLl1gMV`mUL#lGV-)&|ma6Jpr?egz1|$@PO`sJH+z+XjH9dxr+rc8R7<
zU~?W4nOuLWG+JXbqW+hm+v&vMgZ_4Eldm}l*lujfD<VUXiLxo>TugyTfLmb%XT;dm
zRK5%|hwR}`@dj%c<N?s!BX~x41e;CuZAKBC<`}waF3HWlXMgx7$tK3aTRmsnbfTm#
z>A8(759x>Vzs`>iO|gxX-oA-W{Gf)0=gRP~F)SXyaht(L@Dr9qhN!Qp?wxtfsG#32
zD~O+Fe~wuxWr+m*ce_1(?>EXMEe^|k=s@De%csOJy(FOrB6JJ8F=D8DDZWN!W?8Qf
zQTfprqX0tBOf-;H@xGds(#!^Z14(tX1NiITs&J5I-XlLKeF)Ukx3l`qJSU9$SZkiZ
z6#b>@cP~UJ%tIO;1X|cCMP@I<V*i^G?^9!?fuI0t%`djiNG26V8V)cU^d~ADdLvut
z3IXr2*_L>-n|;``9d?C*V+#{nj*Z1o9iw+?2zZ_E@1+!?B^1EY;D@nrC?J%+kAzo;
zf2vc?ue)%d%_}&5DTG;Q^_Alb?q=9N!R!z=<o1*`Qa9h&aW~f@LqZhX`cM<iA5O28
zVn@R%0OxP{2fF5ID|EqB29z59)dKf5zAM{7mYayaEvRP!es74Z4Gq+pZ8qak+~HEZ
z>U(E<tiA#?Fyi#AlIP+bm3FXT8H*5Y9r8gpgTY%q+&K);|K#ZjQiI-HHqJ|Q?0S&8
zhWPy%1UjdA-E6e+Y6vCA0gu6HCr8{UijFObj{V9QKLvkZc1gs!PS7b?=6R_~!>u<H
zLj6L*a-I;JC!QwmFSY+KG7(Q=cunM}-!StSQKD43ldosiGivyA1!vK=`bDroOQ&5#
z#@6Ma${*GZ!^qg8rq`Iz9}r7wfFLNkFl$>#q}~nFrcmMEuDAFGbS0@-`t^-l*zuDj
zt)Gx-Yf9o6pck;VnU}WL11?DVuv|KTNjCL+;~{&*eP9v`2iH&hU2mckr!GMLGFwX6
zJKT!je+h0~tXa&gY=(J^Ory#sTO!TpGnN4gY_^$k_K&nXNm{*J7Dy^amUx!?M@{^E
zWB>9PEo*yFJFUAdv-XM}1*dIE?-eNfQGc@$6YBla(Dp?yr)UjiSGClfMBjAKaLxDR
z%O0%a^g#Nf%J%1e-g3VhX~W5ShN?GpPPI4#Cz-H=*-A{5!#RyA2}gkZAYx6?I!rRq
zss+TuW)v7mwzSH~qO?R}fULvhQ~Z4(<(z8?he?5u1*y*4)F=dE$cxgy04VoEVr_wB
z9gyZZjTD#iFTYylM3UV(?ByOz#?XL5)4?=7VyWQqWSHY0qDWRTO_~X7%X@9@?`nQn
z;V)H#DBS#y3I(oerNPlz?r(^nv#*oQ#%rEzC}vPy_n2>)@z#h-+X%WSfGzXWdklL_
zeR6iWcF|nJV-+9~Bngno=pOl;Pna^-55Y&$rDL~x&u+xGC7)qtP}M3mHP>sX13fZ#
zeu_htM9nIc>p<9DFT3-wrX~?FJsHjxC{wDO-bHpX`om-};T8?a5gYO<iz-8hyWm~N
zzwhF#+1I@oblpZ@wbm=--uSbe`#q*-)I`d%%5Sf>Lw{7-f{u`#XYUO3eSO>K=*W#Z
zVBmVp%lPZ6=Y_W;IrbN{TXPgn<!UTt-+raJ!GKA@u!<ezk~Kdw!3#kmmnq26aNyao
zKhN#-wEnWtJ+35BsGx|Tq?)+s)j!<8NuiUw+7h7rPVMtjOFp9|8J=W{ZaYGSUt*=e
zlS^U@|L812nJ&dPLvzVk{=n=wPM1%tsC)~Ot+A#UzzvYJLxrXhT4#KHQsK{u&9~_v
zTsX80zl%(V>d;cxQ#WhN>!8`eEMv&>Erh%yIpRBJew?Q0>BLjE8y6Q5m1_v@gHVE?
zi6K4MbxcJ6_pK;I-&-c&p}P<HiIRJ`5O)fZkR<3!2)$iWVGI70&J2ep;)dGwoza@1
zLCqp)M+1O*%QpaP(ft)*ccle0wU!;i(j&6KpjuWjtX={usD)G0<HD7-+iHC^3B7;i
zzL{SJb|sK4sue5&Ak&6uspH^A%&gLhy0@|qfSV7>CewOJ3pxqXq_dOLzG90<G9SS{
zA5a5xj3AQ`eE)(BJTfgA6;6O$rHAT(sKexNU?VuIIQ&Y5+*3g*nQSgCc4;>IaM0T<
zZb2}6xSX}r?SxksoZdPvB1W1~V#}#$<b!>wx2_xy(4iP3ZiQEB#aA;4c%iUbWpiV;
zB5CH~q=<i9k^g|@2>2foIk|82+&}8^y{Lc}`2bqF2hVnKXe<0H?2`Ct!`NQwa|h7s
zk^ZJyLDD(UXMcdt2reEN`}J)9KJWgo4-6wGT#qX`oqljV@lIMke9sHvTm{nY_^hne
z%D;I%Q$R;WKt`p~Ev#6scdZOfMnJ~i^%qHGSeSTvm~?0V$xTsk-F4*Qm1Cn4G}7cN
zEKs&?Am|*u1@PQlu?3xf>Er85=aU?wW7sHj?+@^(m%I{#?gh2gxhp+CR7Bu)O2K9B
zQ#a#OQO>jH&Kn;GCy#?h8&?ko)NQ<W&cFF0D%FFS*YVf6;%tr-gN7OR?RK63QofDI
z<yqMP-ewe)A0gy3KdJ2`hkuT#Dp+B>l@SYX+nRfA%N2f0(?F9;2PI2`Mhft8`^#TD
z_IsRu4-WZ?%bKJf)l`M=%3V8le0<nV-PPsLb-0_j&T5Vcuw`d&XM~nPKBNwFL3BgW
zB!|a`RX`r1irSw0Yc!wgE~b+u3!|*Imq{Z`iCo}Hq@jFVqm21cP@Mrh6gh))8h5ZR
z>}%-SWimAs+}?`XU9~x61vt9hzv#br!|pUODb3-5mB{f;<BYp3UMSS>lXzimikgOf
zE9^6Afw+MEf<HwdHiPAV9n7P-0H?>7DQ8OC$pz^j63B}hh=~&(0$y{3B3E|cpofY<
z)K-NIeJ8TCz^bMcr(LH!8gj`D15Id3sB=M$j%Q8H@$Hw=L(pm}RU)VdL4|TXuXf>G
zgxn`n0V?rbnEX3{Y94AM;Nxpu=kZqjR;5+XYe&8<ERt&(6IQ&rK5WR0$p3ldT2wb=
z<V(HVHe36$ZY%@n`S85iUk4Cx1!|S$`^}L(Uyn?3yj|+dWL+NCdl+kO_q_Z3DQZ_f
zj!rIVa_sKX_QK!IMV6cNbEzmw2GNMT%W?`C^9PuWyJMU;AFTSYVW^+)z4)No&99Ep
zK3Se;RSDo;+Oy?P4ZEAo^5hmtliac>8C#rqj8LR#Yn)w~B};ZRIC4r(OX}6~6RMmW
z4QKV2u3~^}XjH$0&+hCG|My$&orF8nn}sD7jF}Cxe=(z5^Gae1z~qLe*jf{sF~2-_
z#;Yh8mV;VSDv72qGHak^g>9h2&2d1@&(S8*Lv&_Ois@KX+W?N6p3HnkzOiCa)pu<h
z5arc$9|Jbb?)t4{Z%O1?Ub9~e0bd9-DQvh)PkUDtoW~T0%_-icjQf&i310&tgQ)AC
z<nHo{`1nkJuSNEyg}sv<L@<{mG7t6%!+jA#@u+K{^fdl3wz4C4aPGnymL*SCleP@{
zi{tNDX_K^5RqD-o?q|tyJJq^ID{2=Ra(sOYRwfB?0{s?peX2ufQrM^@un6k8pldt6
z3o8n;CDCZ}tDzNa!(E528&N{{TbR#jBH(KXqub3}QR3LLugLoI{2<%&u*{JdW+hr0
z4jn2uG!B!ch>Q|RxCh6gk>E(AT^YLT1jc&bUt|?wYl%$7P?NEDkqPQgD-%SZg-CNs
z)~m2lXbp}HdI(Iu?fOf5Y&`9JTIQKcyJ12tzbRR_-xaVq6^NvMh~y8^R6$rTB7l_(
z18$5q+X-(^6<!9-g_3$`$tu)rdE3xuY*NWjIk<D1#iQVE9(3!ko3nY_uZ<tU4j=k-
zCvunyU;pOq;c_ZfEMr{QJM;`_=A`z9-}ZiWKcgr#|Lw9o6SjFDk}8x6Hofn}gq0&g
zawCsXOWG8gRYWC_AXe4|ua%Ow_x5|>t#epgHhz@7m!`#5b@8q5+I?S_5#Dz^XHIe;
z;X1$p3H8L|Ja5v(B~treBNK0u4&u+2n^u!CJxY{V_gQ}%eb9?Py?)GEH>lOY@%sxV
z0AlIJ4OGb4)c(?d*uvz2bQ+D2lsHUiXEz&^S5omjEc))yHfV)Y3g-WE%;}uwyd1S7
zN^viy#c2>R<3Pm-Vw7IFJpcAQOU^Y&qjbss6P4~}x>HM4>k(hvuxmJjl37GKeCaA-
zWY_IgpyD{kK{*#+IPg#YxB(blGCMd_mCeg_SXQcRePqs{a~^j(i%2wv?`&Cd4Q=h5
zH{((rI!(tGOI|k(;nSAI8O<>!l;+^a4yH1evCW}@<<(9xiPLSst1WJt;7GgMH8o4P
zjcLssL?tNE)FWKO&tf*!y{BmjlAN+t%eSm{o{;|#PdZK^ghjc+9Y*(FRCOpOO5hRv
z&M6{6ok?peO#Jw~4YY=llULq2X(cg=reLyX7Cuj`d|n|!mUTs;Kn-4-tRGnubPjXL
z0PGG6_M&#gAZp-r+r&V7(h%>iq2zu|qWVtaeD<R~_g{M)Gk6~}`5X^Pdzi_37|VDh
z)m7^~derVFqvgwmJ;NbSXsHDlN$Tn6Q9)Fs-8!IWh2HLmq+FV<48g7?s2O%l3cFEG
zV>V{1#YiRiIEP<KUr_m`CMk>~B;{o61eRyhJ~X5GUe)#b!o1(|-EBllaCRm8Sf%{j
zz3ZxsE!)Z&QziRN=QNyE_UWr{f_FxPJE}X92oPUiQD2}rW5Bls?XN(u1tmzYg7~lt
ze-}9Bw}f|3xEQ%9NDjJNI8Zy5EQGNsZz^q{yLoZGkdv;3JytL7>XqLKtQS%<)63)}
zgQKrJak3+Sc>AemWU=7e$iMyl$yXiU_22(N6SX@=zAtkW0{k9HJ7l4i&*5G`-WBmn
z*Az8)fFPFaH_!M}ae}{~A_Y{oFd_2-Dij!a)1xm#PZ3K2*;jRn=yS-L92ZOD^hR!e
ziEMWYzw}spLHmKFwSlgt>tjs=U5%o!mq_ub+q6U@?tbv7ooaQ|!(CW5y+z9lp4t@o
z=j@l@M$~VRon#1iAgko?&#2UHuKIn53x$e6eXgyOAf$#CSP_Mt<S^jM;Z(eO;_dqH
z!G`lD)r`gf(GM1bs@egmC*@dx<|k9rhnxI&OZM&3?7@(H&DRsUDzlJM=QPTY=pHF{
z6r7SE_3Lu4po;mePr%$ZzQ9G#_Prmi3Vt~2(?;VQGG764%V?<AxMk>|_f|U!XA2GI
z{Ari)l+8#p{{r%=%n%X1M<Yc9I$~@?F-U3(S{J3)r)%p0#{Jez5Q47ZYz4uiHxshC
ztHH<Ur7(I_7dHhMME@d;G>{=i%|Fd)U;m7He~UmC)Drm&7t#{aJq{&PgHREm%bNCv
z$frc$wQFUg74^7vL5Z?xWm_T*Pl(+D!q$PCfJX`n!tF)iT9Y)41nN=h8_*muT=Rhu
zT*NYTffY*622GVWk<kz1ghohdYa+whICOs8ev@Mg2W5+ZwM_EOxOn6{=%m@AZ22Xi
zmnW}^MTCM2^^XefXLx37ei!3r2YYF9o9afCyrwUWjVUsWD!KFO>)mLp%!^G|q(ffn
zwvP6-Z^^L>t2&$cjBKYbsn>L$c^Y3lxSw|L%aZY$%I$Bpz2DAyUP2`HBi}E@OG$ED
zS<5$mdTM`TZ>eYTYtp4(g|`JEwl&`zpWPV#z2CadaRXw?Ifyn*^0;314P1efGHX2^
z2@?}))_RAqs9SsL)KT7ZNwnbo$9(H!x9<vA^FTKs!0H(io?P{YGioL+i*~Uscxp#+
zi;(Z%c~e?d!)=Cmt8?J4sxM~r`|3*%79+w?!^r_)eD&EPe||aEDU#{6MJ{@>!<8kR
z#Sfx$jP(gpdbJF*Vcw>^z15riRM4{N;<GT7s8VMxut8_&6`s&bKkG2fha@@duPY&`
zn@uS7!?otM92$ps=OHa5-VZl#7mI^ru}}#h<MSfr618EX5IdsdGs5~|R|QSZAU)Rh
zybXE^VMD?xYRbp%Lo7EhQxKKt1QMbMaq;Zra2F*?ht?pu)bC_E1UJPUksT^m&DJpU
zL`Z(9-^kQHH%a^MLEFbXJQ@jPCJ`3w+z;Bw=Lry+lrx&M9cFpT$lX;Nc~biU40avJ
z3EmkK4r}7)j~rUTbK!x&Nj25qlqK7_zo`N$q{UgU&OzfX)LSCgV={IN1N2*92bw~=
zxnhIXrb4QGr)EADBYfPm3DiHWr=QJuR5+;{e6Rk|^!f<)Jqw9UJ{fC$UnuQ8X8F&(
zvIHVbos9SAQ6}PAV9G>LFCxGf8$|H5mDNW2k+IU4aV$AI(V($;1z%h>bwz2a>Y@9L
zpFc*u3xCl6eKifaf#kY4mVuWqQf+eQUj%}V#~%d-JlQ&%8b<L=J@j@oUT%p?`o$|D
zI%>u;R<dng<G1taZGgk^x6cI9P=aHwguGr>_+6;m_N*b}G&g0wod6L9Dn|_mfC7zE
zGS=4im!P+&(cAYU*HHaG<0m#3^s3AH+o~(ZyGRc*`4=CDgpHE1E?r+TkNwHijVvh^
zppj3uM-zR2CNh3@OayaY`@QL{v0K#yXxb*iD*gKUy3Nk|218<%8qD9%g%WNi5H~h^
z@m2F(_b6Kk>$9!r<dBf{CPu3r$gh)!R{gNYaSSrMNsclL!CwN?p5dfXf*96WRvv7N
zOGw!s-Om#VFy`~_$djEr)}g7Gz0M>QdImfwQSZv{Yx&6^NmzJw^O$3nY>*fscLMWB
zJGMktGe9?zdfigpg?DXbs+~RxlNXB2wl9%}m5yMkhybThAVDL|JMk3a++q?;{4;Jc
zR`Jh0X{XU@W^eg8d&iQ6B=50EZvT3QmsPv&v#`E*aCcVyY^mW|{G96fT6;IXbGFWR
ziEtOf60D^0e=J>xKh@v=H!k;@_u3NfH7aF~B;;PBj1)=8yhMoXy{_xp8b)@BvMSl3
z?3KMLvOhLi+4H*hclthl|G?$m$NPQG>-C&xG)GYl2@`xP$h$66fqqjd(j(|~t**~;
z+7@g))#2wu1g<UUct2#lqnLsg$pPI9`keEUF?$@50W_=iRNx{xBXDiQvl=|$isY8t
zKs6#P=zD*cn(-@2x(vDnzj)jvho%V0wuV8>L#62IibttUft~@ZQ%Bu(L5tHNa?irH
zcJ8~8D2+lfZuEeU$wnd65LDKSNHuLT^*;PwE>R#d3OR@#<b;hA!HHZQ{=AZ=#gGyY
zq1vK8t4c*BKQaL}Jcuh@1l*impA?T$C1WD3P$61^M*<IvzjwOv2s4Mbl?+v#B1?(*
zJv0b9bi`B8G<&ILhhg7E3~~QS8OlpKcTT?(3lhAVi`c^)otv)E#a>AB>|=+#@u&O(
z7q*?FZJ`U`SR+A;b;9ZsW}F`v(TXQvQ%~Y~VF=h8f!hU9ATb67kynfV%6*0D-x$mL
z4?42#w*4UZ@Jh#pDoiO!6*OBsS;tY3vw!>`MN!QmW53u!B1iO#;SX6^8)U@FWt2Z&
z6w8+oc2Re0;Z*<OW6^#0&bZ}+fF$LL<Y!GQEK7TjXf!tcLfyyFf8%k}_sB%H5dXiY
zi*F8kl$-<+x6;B?%>Y_uUAO62x7j=s<wPVwNhb89Z&TWw`6^J77DLpLbqc9DfvwaN
zm37^(PyXO%H$xoqw6(9L+2*kaWgsl`3!<*IqYyRi2I8a}ql0^0w`F{?<T9iB)2aWf
z_!`?c;eY%51~Rq!UN+v9nk}T}kKF?FUicqAo9!zm#N+ka_PIX7CF?YrZDHo<7PA{`
zzPPMEM1~3=x!x+f{&)r{RQ0tVo$XxqLi1bSBK3`99a1w7x~bsmw*+?m!P9d8)5%)_
z=Qgd)l<R(@yQX&jHtt-3Pxon{iir(tsmFS-;KGAx#@@L0hP5N(g^~$k;8(8kA^N}`
zc~^XG+}98*KTtj9({jOQ^1|a^z38oNLMsW{k5>5Oqx8qe^aQ$ikr_>acLS{Q-NYxC
z0HXZh?mLdV@AB@p#2&XqyvC(**+R%taDXw{kqKXLZa}6WI**)e`Zt)uG{~hCX9Oj-
zb)4Iy`PFqMA*r-uF5P2lLrh%=xz%}$n!MvWiZ-ddVe&TUj0CN@v%3WKUG}eBXck5~
z(6m{VlkpP~HsjupzV5b32hQ}LIUPYsFN_`s_d~*_+!d?&bn-7v4oUvS#!B<$wlu6+
zRvSYO=_dSGEv<#dpe_xrlOry-I!^PpFWr_Bqdk-`Aa2Q!XFz4d)L3il7;uE0mrt+x
z*6Z2a+fl<x1oTWOZVN-6nHPn@5Dbt?vg#EWE0i{xiWnZEqGsiqP*Oem+l*zUgoRFx
z!-O({hvn84lmV9hyMZvm|5Gfz5f|5IanVnfhW9G`9Iw7Yi<y=`wr=nK5z!MHjqB_a
z?eFc^)9!hpryKV|n=vkW7^+$LMZhCZRq%IAZZ_(dDhk;aij2m^KcSJS*Jlwliqig)
zK(Ah;D5uJm&dQs_&-s=k;T2nQ23JxRGV>vK>Vs&AU_C_>bt&|gN-kHs6eWyOkcvoP
zxgw;-RuMKYyQe@!V2!p-29>BG(bnBa!y;U1#=qAy8p(bSL`<nlhT;JHMoAyW6i=H$
zVVC<R)E`5pFrJloChB)wh)KSzy6W($4bn_x*n&S9K|9RRNRicgK+f_Rbrcdy(}Of2
zQz$v{9zhk1pYn~i69WC4q)d9CF^UP0MS_W)tQ+MX{9rB`vy!yv%pPe=a{?7c^eQku
zefR8E5~@{LZ9(oy8@vtO#LTq?*Fr5I?A|e+QQt<{X7d2SUyLyGcgs>$DuIitJgSnI
z6a_AI&M0;11%$y-lel|ekuHyD(yWgui30FGu#otlJ5dfFgy{<j;Ug;1AQ?71mxc;7
z7=nYPRPLtW^KulT4jA3=6fX?bn&h!md?!&DO70jK9&rU#!wCyRhN?$Xpfzae1PNh+
z)B<?KN0d!?i%EirrP$qgt;AeFja<$~*_O*)zXzly@fZ<qsvIMps{koHR(ycJYf<={
z{T!I4MZzf<RNq~u<jFDSc*0Ke<YB_Cdtvly7A*8^(qXBZk;SphW^Cv0okKo&6HRYp
z;UV@*)mfL2!@X@LGgtk%&9z5sG%LMSR@U0rXKwm+?yX1NB;v2CcY7}qpKbmqnvNJd
zi=$BEj^bQqB1D*&N>vrP1^Ev_l3KRyXy$J-TukA(D<S#X)Kc!tJHG(C?Y&qV6MRxq
zPwd5%*+fWH)59hK9eX3Ha1nHQ{+z>N;-lo-FO9{O?$r~gGC2MY7YE^{J|=m8(i<+h
zUJ<e}_B?r6{(;q~xu>Jk)G*&#31}PhJWMeQte$ik4JdG5d$aTzS>;?iQFZqIfbXr>
zI@NCIdd{QYntV!stNzwZH1MUAlIT{Vrz0hyfCyczWfAeGSf-f4A4TEMtYjRIJwp3X
z(XbYQNO!sK)k0D{)Bysa>Rx2IAz#-gTeEweLV@XmOZd>JC^iE85-mUGyTDl~DGd>A
z|5IoH{;VN1ol6dS%TgDv9@74dC@*_bLYOD3$ZaFvp-7&7tVSdz37aQd*IvQvQAm-H
zY|<>axpVrL34C4<+LNg1Gejije}cc2ry;+p$@g$Q@9`;`1aUajjGwV;5~)G8y-Oj0
zpni^iL~acMEA=is3VaW$owZreIvj;SE8iqGrJ!|vNixGPNY>>WQC&t^I0w>`qCdB}
zL!@=Ok&%ZXij}8HcnhTJ26ZzWd4SnyO;LI?N(5U^chvdQwc@KKwc~Zn0sQ(Z>&snH
zBPVN5MUXCET<fOF{t#aDA$?pLCcf;yFMf*jl}(aV5h778v>H<f3S6WD%8MIH=g5OM
z&sq=QN>#yw4I9ieQB~sA<5d8L4Ek)>nzy7F4`0rB(tq{GuPi6jm~o(sr0vw$4HHsm
zt7Mh&TMBY%#5Vl?nrO$`Z|0GrCuWvqpNb0QmEH@gT)bog&lgod>2EIbt*kE54B~g;
zyIN#I(uA@-7$p0(P?o!>Y?|vB*BK3)ZR(9{9{N94eNQ-%cQ#bG{j}V+Uh)3aq@pZy
zz?T~5G#x`t(&v}81K+Cs_Zo*q7b$KAJ$n18@r*Dm;PL5jxTrz2OmBUSbU&lDQNs)f
z;e&?lrgy^;X~7p}8#3!o=;tr^S*@+03$Ha)9&yn>61_ueCIzMu(XvtYJKiNNFY1q4
zBdy%#<t>X*MS#|X7KKVV0iShC%e~%aG>D&IB2(D0x1nv{>~{)~1eP<55AKu{DOs){
zUEbq5H9+$FbRvhjtk^fs>XXO)CrTWF=;96HljY9Cr%)V!z+v;Rbf~7Jijw>GSS?pp
zJ&yFJt3nT@1*rYGwgK6w#!Q8+_ASUfl4m>z%yzBa<5>}+8PDw|?tA=h&n;$-F)NA@
zxfe0J#c=Lih=5T+jA2(Bx{XHX9C_vrk>DFTl6eHh(khctK8NAa4%`R-R_GXeieU^r
zGW!6Z=>y~_Qu}DYtsa5_37B(vqh{?45cDfy;GXJ<WLI^Av|Ph%a8Ym|M*oSC*i~2j
zNCGAz^ei#W=x}XY78(Csa~38NkSF~bC1yA2KxN68F@jNQ@6GpjjGPjq!+>6nj^3`$
z953+S0jnMTGxk;ttXtsdHUyrgfrUQ{(r;PUe5QM|7d*gPD7nkJfOefVMY%CF!+|K8
z1A<5JypC3VkJWtS#;c~P5l#;azj+x#&duuYN7+zTQagrYQ=*Z6%jNW8e6h{x(5hj)
zWvV&DY<T*I86x#ItNBX}hZibxsYvSA5GoeNu95R7Lscn++WQ`Tr=Jfp<dQGm{2%}c
z>us4aMMdMZ5<8RhRYeSP0gto|e@M@C6lI>r34`=Db{ela&}c~OHV>}!cr|lGmM#jg
zIH?JJQhVn_c(g{CzjiLMYBkZ<;r?Oa&+{DT#LJ6(+<j6-YW31&I}I`1aL585bEneM
z+rwhqw02{i>_spYuCyYeMJ;ck5PQBqXOI|`rsgxCOMRs{YW9O3<{VNJY0@&?zTz_-
zF}vgTD-9=-&Z*FpU>+$wYE|Z6nc50}+|ELLKVkdk2wG#M@XkKu?{(0RQ;oxB;n5Yi
z8B2!-j#*1D(k&DFs!SqvXjG=9zjLQg11>w&-X)wI66(Es?b+h#GVTZ3Z^@JeM)dWH
zKyGrE?bDNOM%G69;Cl*R(s47Pkidfcz%mqqlY}=^R8ahQ*ERmy=T<%wu|P>z+x9(u
z|HGYA=b*d}a_TPpD70@K;``&|ulL>$PuD9ZWdUfjY4)>xsSW@pwxM~w?xeZjR+!;I
zZ}43E(|rPnilzg!8%cmS(h758(Q<0hdTQPpFxB#HN=?Z^eF6-sTk!tee>)8)vDGJ^
zjAw2H602S9<5tmQDCHV5jJ^rooB15)mVX8>HsIna`xF-sxZoLNHdPCJuAwQlZ2<}7
zeLeszYGG~!o4vh*)>fLj31gEnQ-x`P9dm_+jISzxsa+T0Y9O|H<_mV}Y4dAQ)K<gF
zTgI#Ghy$t03n3I#*1$e7M)*~_(*de-?4zs(IUYkI8F-cQXPFHqMlbJy==aW&QRlzz
zZ-!NFkRq&H$^5RG>5Kg0o5Rh?)icPIlH;XHTi?qQ<IN5Sr5onhyQJp6F+Lz(gUWP8
zG(?>v&a5&n!d+Y#CMPW>Z<tTjTNhVX>%})Viil`kWYvyP;|>>Kh9OQ)>4WNMrY)&l
z^>V5Ue*I_6!Hx~JDsnQ^wr+k{b}!;`jNLg$j_VJ5c07&Q7e0%LnOGQ<`&j!wXrKEM
z$612kfpUl3GpMR8%oS`bolG;%NWPzzWvzR+D^`z!DuJD!g^QOpZ&<UiGKb!~RQCf{
z&lk1Jw?c<<aPiPMLu=MMxoU8d01HuFOZS$anvZR{^hI&BL<LIalZZeqj85a0wU=V*
zyA?0k4ZxuYXPzMUM#=H{&vl12OirK)7foTUl7>y^-CAhqiZY{sbWH=bLh~@KM6TDE
za}zpCB)r~+lVUq5?$<oGji{IM6|Y42-Hg<Q$RGq2wc0NsqLErnXcQh6<}fGl3IqE>
zr=}8^y~YS`UIA^J|Ikf(58dD|(s5b|Eg`(+IA{hE2)gqRnt{B+(~$=9lc!mb{+0%U
zOz{+MzN;RqHlSA?b^)Qw60V}1PXG!B7MQtqqLc1DheYWk0^1&3!ROU7veQzEXn}aD
zvB&^TQ3uK`4v22lg#@j043v;CBn4aqT>MzjDy~L}cjOZ86mZy8f2OMg9uR=1;#stB
zVWrOCHW(K0JRaktkSmIBG0|<6R8$36HxSlAZn^?9rKEf$nFh?3gVCt(=&b^*216Nx
zAiV};5GE20V~mBta;@pYQMW{5*<$9~6E$>Dxj)!h^$~wO#KJnm5imTxT3+XaRx!qR
zsLCh$2pYvZIhR+}-h6{OKy<tHMRy+TsC{{-^+{~_6Bq5;6*Z>YErisYk;T#UW*lr~
z7bRFZAb-LNZ@;jBt4kZq%jdN}y&E@?$X_jf!$tEJvAFl>##ju~SM5Ik%i=U2o<=xs
zwEuYn6Oak)E<XW4;WDGq0<*Y0vt<AIhiX)!al5xt7hZ~kErItPqKVoKW)da-K2G3R
z?ok}W_f+<~Vl)ht2rBlr7WGeDd=G1nR>m)Ail*{^vSDwF0psCFvER!p(fdyQ&V|ag
zWvj%cj5xD330EtecSodCt-Sd}{r1W9^J_fv)6U~wwf;SCQowX57=9GLKp1&iO7rvE
z2K68d2KDVQX!`dS2O@gbsMA;-#mjxX)!r1Mi`!j}Z&(^Q$#B5($%nlNeF9sFpnz>p
zX)V8ebfZys51qynAmu0uCP7poA3}K&`TkEWdc+r3`M24G{5}SMDM?+gAnGl_U!my;
zKxP=S)K!h$mw#seW6lmcy7VWkX|cBxT@Xo<9wLkW3BnvmjXwuIwW&~K)_tPX=(cnA
znImo@sev;EBZsCsXqt<P3hsM(a(JJ(<xt20JkE>F2-avT+KiBkN3+WUo@A-1Gw1xn
z_MDJ-uuU;DDWiXp*RkZE=?#}a&Fh}B@?bFT+wQa>@O5&BY|q<@4xlT8WE;q$|M1Hw
zJz8J&V=$^XgkXq+&yOgDspq1qm_m`o*M3{Ln)-hEaG-O4!wxp0QuOEv(sa$0BE;c8
ziqt5l;K8rQt;OO<%8-?dM>)_;Bt{`<q;}0yh8VUBZs%;Ou%jrwZ@wXuph59;>h5i#
z+b8eczL7h|)<-w*^L0j5JRi0{kGh%`EF9?6zxm;MMZrPuX2yLbr|JLhoo!ZqoHzUU
z!lhWbuFT`H`l9VwMuPXJ(<`ahBrR$_D>TXoeG$6|s{LXTbi7C;1HBRoE@Qp#XobGF
z%X082tD3rb#t4LKC)$KJ+IE}zB_>VfaU&^5`_ud{Fc{kZMa~3L9xK>yAa!@FDUC3w
zkhGtdv}+NEeW%chfp=a@d_gX@=g*HWch6mDO?q*QZfjL(i*wX$-X*14je^3GR#Lto
zeyt(LYSXOlobF$Bl9k5awJ-d##JoMdte-pkB$Eo`*T(_vx^Xk<&=Zblp9B27SFyW^
zuES_IT$p3TX;lP{#%pCPxMU6|iPPAn4h9JcZZV!PToXN>$taI$DY98Uq=_DOOEumS
z=EEC#?7eY-*5|UeAT?Q>J!gY8;1rgV1IOaF;nmm4GaW}!6FV(y%^cTQN2X<5h;ELp
z1^YMtTjxJ5n;)!CI7IR*oNgWEE&sI$*(S9w7f66oCer1Fh4hZUSpjbAQ&!CUXCWR-
zJqcYePc>bAnav$n6ux|(?fmu`_`O`a#ivqU-#`DRTt>J`jm@%%UR)n?-Y&r92y8In
zD1Y;8v2iO_umVi02K>dm2_`qqKz-rdrZh{<f}sHUlX?Ju908x)VrYZsOP{L*+!gin
zR7fqV?n0J|!9Tv(?-2`xfK(3Vkb?>I!XUcM`bn3$Z4tEnE!iYhq_7-JqX-utsr><`
ze@oPG1!*{g{Phdn78V9H*G=fqpus=)wG6yZ3_nZIsBu8pRZ+lIk^oB(O#&oPtZ=$_
zjVE5QwE09G7(8TXzoT=zzkHC1j=?nfI_x|j!{dM_XEN~%VltFb2lYykH{M$IB42X>
zvjaCbv1ybpUnPu^brh6%EnSh^z%}`wGv5WvlGJ@h>#vbgLI@bOBVG!!%#Be+z*N^z
zl_$E-B`iMQx$k&C0Rs?EethU}8uM5UX6;0MD&Uy<==B|4STTeKF-lcbYByowrdGK>
zk{uWqzYXR^ZY6^mk?{T_;n6DN_W8Y-%>Ay3Q5NpLT&j2Kucw5%H@TJ=89X|upWnxS
zPp1I%$~^Fd9527IfrW3^z1$9axy>qoNUeXSg<5fMMK|K4JYk$2*<IES0hH%;!<44`
zK9BCf{ZN^tcVikTEt)pmS6uc$+I+$9y`n^G#0yE{>Dx7KblM*pgC(#fS<<vI)siTu
z#n+Xfbm8rRe_hGg)s7|-v<c3g_L(s6-CJOorbM|ZC5LO@QIPq2<;BZ86^9NX1?$7d
zzRm0^CK#APmk~zcn~(>g_w#n~+>G_WfmlUUH`>khEOfap0#{Mz-2qSL-LvOoNXhAw
zSSJ^IIy^7U;aX8&w7l$BkZ>*Q`C(>zoZZ=;2ky%a(?`{?uwY;JYOJaC+t=5Ft^CBv
zGZ}uPSGVJx1W%yG6C`UtO5D-SqflA8ZFq3;Y<<NpyppK;bzA%d`d8n+1Z%JNrXq^x
zjF1^bIe@NF1$AxNwQ<QflbQKQ{1WsT0~;1@o<@Qi!Ro$Un31?Hy0Min*_+0+*{oo)
z?dG0O!UMB`TCa_E)`cZKFdH(XYZU6$31+~sg)1EpBg4ou^qR5T*fQu9*tgAa$Xw$%
zI+P8yA=tZlKmHQ&4HkC_J?IF&TkJV)^_28#=k2ty<=aeL=o0i2{F<NaBQo`=eB=;!
zzYAgnj4fLphkN@w%v<|x5Qq+hDq2BGpM6GhYoBTFfPQa>ac>W{vxhkK>!Buk*;t3`
zBp`|gqGLO6>xgLUS-g5f$AReC@km`>{w#9E)WWnXKWJz*BF=~^L`2-o$oyMwX&UI0
zE`L2aSLBRB_+S2TJx2Rnnfv90dok9t?gBZ|Cs^L79Q|{`^!f<J1l>z*D-q?`1R2A3
zFJ7$;qF03OtJ}y5v3kC{zhm>0fwi2Ttvrs+GZv2l<}7v<#6eRRlo!teRDqFJ+^tET
z>TDJ2bFxfj=M?ja0uj4#nb$b{8GHqaKxgA%1{mEP)y~T>8M0t!FZkYA4vlc66m29%
zBg`I^vqaf1s2k=7p!+3LLw(e{(6zY-RP6UgY4G%6tkK+f9#+x8wiX%K79my>_3IUe
zA_UvQu960NL`l#<5+$wm;1#`5kl+A|MPiqkHy0C}?ys{&gXR}C6b8_)*#h(}w0Nlw
zIJ;V@IO3b|b@1e9sFo%vEQBIg{FtAXhcRdZaSIAy&_@FLVPA1rGyS}6){BEM>sEA{
zI;<3tua#FOC*%0q{MM2UV42rdC0-`a>oevbQxXY=Kr<`{)?hVu4dHFL*A5L(vqA-q
zAZlVSN{tZtEZnyAv=cO{=LH;;Am`$n573AMgm|I`oq&yVIE?isMpXl&?}x$G;80?!
zsu(T}!+4Y_DwZR5ULz4AjQAm(XiIk`+Ay6x4y7f-UalL#xQZ%I_RvRMe_|)`OSSO9
zt>;%>rUpHyPb@H6`oJC^^rc+?)0GiN9j5UJfs>m#k?ph1w}sSFH6uPhW47Wu|5aY1
z{EEQGi_!rW2D%m=j3Uv`Ka^z}JgUxZcexWcmBn8zE9;`?)6xJWgE4n*g(AAdkGnq8
zTz(qyf$yf{n+t!i0s%v6w)hC{P_b@4b6ehzo#!LP`jHRKn=T@&7?YQoQqDU@ayHvF
zsfEUg@L18)u-M6h(ay3qtuIl?DV6twxkn|vSX=r0)t>)8TO3;g@NeJgE;WACFxbVj
zFG73`qiQ~B<m;$8wP@jOeDKR^${1H~-TFNLPIbn$|E3!wXh&S-U8#87J;_TG;%4y}
z%vFs6OJM||&v}=6G;&E&D>}&Gq^NrPXI7-%x5HpvD$%!lazW!0uw_=7p`AYc(?cN(
z^vlEPOzs-=i?8-N<a+7Ep@zUT%U)QLm0KPZm_N2j9Z3Yeg2*gtKdikaMTj4>*+uAE
zJq)d-E@ML)?}>M8&rC@Yb>oY}M((v>${D;iS9jFx-6r@zq+%8eamzV-!x1NX64j8>
z5e&5Bib$<p;MhWtxBRjfx3O#UIU^mdPhUowA(^Wuk>fbm(sLO|sUWh{*tYGr(?7Zc
zyM$m2Dht`BtTcM)m4Dbp8HUWSMe6!ay$#!e@`h~x6b5luRYBLrcKX^#B^{ZKyiO-J
zmD{@s!Ec#1@<_8T{~f>ss|7+<#)E1-*<M|jI-<-#W;`j8AF*^S`pW3|G3TEtRi8Lm
z#v%d#O?B*6o!J?c_4MtYGa0g_F4+kULt>9;mXRliAv6T36QG#rM*0LjOOgaCjudpI
zOXMT~@^EME`QFPs9|wRNV$3+$$7(;le%Ss1d-rd#%9l?k3olj=tBl`_ntD6mUYxz-
z1a~nH#I}xae;XzYi`E)Rj#U@h-dFAa_^a(*XQ|<rD>`C7j!txxm5JB?F*}6ax?_fE
zcaPwXv0xIFFL&HF?FmwhIiKuJBz&L>L%<lw*hr-1e`t!=rSe^_|Dk7=zte0DC9u*2
zlJL)9?pmmt)^3RWRuh5FIR3daWeakd@~Cm{Z3He<eY9jZZ8`deiNZDyB<wIa9EQVE
zk1BP@F86+;L#LgrIPXNJx&#H1nr-<<8{608xcA|l<k`|oWD_Dq3E0~BWIh+ssB<ZJ
zV;@C4TWkLa<y3atncY7leD;ZccxN%KJt79zsrWa=yI-hd0jXT!5?Fo)4*?oyk-snA
zt=w8k%+!A1yHh=BF}-*Ez2Wb{9pa?-Li1>sW>h~q;IKO`$vEVO_i=mr?STQyppb)>
ziu=o1b-0s%B0@fugVtX;CASJx&T-fNyzZA*HvjA3yO8$`^2xWJlxs_`obPlO$LLtH
z@ZK+G7Bz@m=plI8oruNATjbtl`Is1ui>4tXC`hX8t8BIa39A$ZtLU_hFL#J)4>CF^
zo7AkMy0xvIoq0a|5qy*iKa5}mKu2>XuK5^hqzbGakr*sZI3o=5tThyKE`o__wqR%5
zSo$9fNVzLH2o81xf(#<P5Mr!R(O{6%=t>^a0W8iId>i18S6&t228A6eV<5m^t~Gof
z<;We(^8gW!0m5CKH@R&Tc)fdt25Bvn56aItQm)Ok(KC)HV0Q_}K3OI}`^E}0M1&$O
zLHm<y_gqRk<vCl$NO>kyxc4hBTiV+~+zhHHh;AR&Oek9=EYf+l|BI47fqA@ig51;!
zLJ}~&)D}FHXh_s~!oz>$6T?4yovC`h(Oa<N7lzKjAjkKpzOk=NBHrV)UWs6D-2A9}
zfh3?_+;0HJxPL~B@We_?p%;ygMUH`S(MYNzfon}Y^?Zx*c|lR8p)Zj&0qQLmZx~{7
zH-F@BJg}F$EL%pUmN9&xf0J#Ik=|32;BhI;qk#H3l=_(__0HX+<$683@RIE!NmlUZ
zYZjhD$f1xHHoCS4|5&M-W9I9>rz*<on;$DXKT!00Y*o-)1+~m0^f6>!RojwS2gZnl
zd)_;z0VnSRk1nY2L$C2Yx69|BX?7Cb!j{pH-0Bj<Hb;5YQDT}{w}FAo%rNV-P;#g^
zXUE>>yBRmijF!hk979Ut(r?Hg3@<Z4gFcUKOnUa<jGHPMSY05Ipw0SZsmso_ZSL>M
z1UfCt%#(<Lg}0YI`blY{B8-JMo4s~&|1p;@c2{Pl<wZ@Y^6FDP=0W88#JMuc!)SPn
zifI6Y?bMum!;*GSRJY1?pRvgL#`b2PP5C}!US*HFJPI|vw+93vEwqnIPcLPnl}YU@
z!R{|(hb5WMsFek(Tn52sPaD6`Q#?xAF6$e*-AG4{ry${9q1*Hx?xWL=p|MD}b0dwY
zq5(Tjl64&09@^v>T9De`m<A}}B;P`|W#nXXzcP7dRS-x+xo~i<6<jt4LS^$AZp-}w
zq{R+@?fck73%ZUrgu-<zUz_l=$aRau6a~_7=(&7CMQR#T?`}4Aae0lm6MfBVfTA05
zFf)TuuC<R`?=CG<k6eFeec+eI*KA+1;`W|_mydQebg7vde(urCsB|Q+63G?p5x)W1
zp}YJYn0Z&D?iwwAe_T7n+fXt+dg0$@D&7~s-w!00*GE)pl7KDmc~mC!b0|!h1M#j2
z#gc+PqB%Z-_ywE<)|}SX($v(_)hp+PH1Oo07+)-}dONbreh;sC_iG^{{ZE`{MJl&v
z%F?-14$dMG3CoA3RlGps5sHkB<>F$;<4j%|1E}8a>-Qh)uiy3dhV6Mh($O(eQwwl*
z)-m)l&=B@g)p+8S<MAMx@siET&1fWwmgQNK{;ke0WvlVR!M3Ij&PKKdF1k-bf^J#c
z_}nwNt8L&SUDU=x#yqx^5=Wo_oZ8vZ#RWtlz(ArPp^i*?@elkr_%*BDJqWq!rhEkb
zAi;S?$oLm!vd{*&eSHmvS3_!yMUS?`{52@Bv?5^jlT~d+;B!dLL3HQKgs9RWmhF}z
z??TO@AvDdb(JPn-y7Ba51Pt4yUu~3la2_CFjE;Ey4hA_0x`|c2nb0nyT?EV|3*QW3
zFJvw}%>ros*eT&i;7-o%2N*PAjFCYM=qV^4P%}3AJzPm+H20uyu@R*G9Et*Q&p8Fa
zmcvXhn0RNM@)S8r5r|rDVdc+N>(Tgd2M;V?H3JO5VnoK6>gTMopCBD<#qgmVD1@yD
z?I%8)HiM{yw&)Aetd7svsp+W-9*Hc_jgl$eOP6wm`KW000D|R=z(j*T0w1lFo1mdI
z$ih8ja1Qdj4;BuAL9A568A5NQL8}JSTswB40vfy*!oV?#(4>tK8brfdsUg-RRcjI+
z0sJJCQVi+{KH*qED)G~Wv%@srnPdp32x|*J3yatJNuk!6`$xtx(mdlb6echbmK}k5
zFKyV(n=JF2J>p(ocxYJX??Q&kL0FDBaJ~@s8PpjUb0T9)<1et}^a!@5XhvnmqB<2A
zg%MrS=M8M+^S(RZeLj}KS#jfrkNvGl34O#v_rQwzL%WV^3vJhyF3O!_%iLvcR;%R5
z_hQfU;Vke@w%yB)=-f0*`)QS>r0>FO^6HwF`e<uY%Vb0O>js01XLer+i~j0yJ5gL*
zFC_4EJb6%~WTa^Yw}+c|#AVwa7KiXc%MjjJ)T+^2^TvZ;k=;Mff9iMss8aiNX?<zc
z)6A*gwd8AQ#lerw@t(ld;!QJLJqvr=t&Fwj=S!}-)Qpr;8o9{1ej6^|Cmd`by*ExO
zfx7VQxfP?_y@MvPvIENP)=M`|RW`>1t33y%UQ8i<*25O3`lm{1^daUHih>RN&Sx$)
z^BqH*R^Lyg-kS&D_&3h{AwPC^rE)V<v#cT=zx{o=r^34ys4Tt3UPyh;4-c^kfII;{
z3uVH_{Fz?I$=mcFht5TR|Cs!(xTiHxk+5n1OPP`2pZ&*A5$1@a|My}R;#M@tTM!^f
z#)p!idvFL^ncp!``NxSv?tZgdPkj!E3OQ>9u`QY)wxyspi+=_G&#F7{SV|905wha1
zJhhA1YGt1T$p>2%bm;hFt~PYgZ6fuvrkT^ImnXjOa4Ta01%W+J#c-p3pMqQaM)rT3
zt-7z%%tS?I^e_#lp8xa#`0BuxuW&&1*wV}8gknqmaHRIegbMBPU@hN{qhvEYSPA`i
zg60DJUqm2(L*y}66%kB-Ue2eb!J^OVYkpQO`iMfdTR*4Vxn>%Tb11sGHK<PmnPW@_
zFZsv2o=4X9!>1FUN{QA^iwS*B@Tcao71n*fPOiRRGunS3;bcbHDoMZgJiRAzZl^UY
z>D7)~4rXzlx>3lENMIv5j60ITj_*qBzP9-9;f%_EG(^HF87xWv>6mXT!R+lG<^jkx
z9xgXX#=`v?*LQOxilkJd(J{Evt3~0A^wJy`dq>c9-zkGtuzr2}W5-d~(T{D^ct>nZ
zL|7`4#B{9xbc!Kq|Mrx(N{+LO*Zq>O>!z9hhATaV(?1@Gr-zLwZ~d1yY37xpH{;aM
zp=(T*J%(~yxOZ7HwDl0F*GC~ds!>*@LQ*p$-09fc3bqQ9uw<4BeWppidasBz0NZ5+
z_lrjT`3JmCkRDctdAQu(LF*?^GFk;FeOYRqd-}G><=CTV=H;EAhXF5dyjIv>=#04Z
z*XnG4?+fnr*PXSmJ&jq7dvlX{%l3fvU7z>Wn?`#OJN~p<y}W}{R0t_>T6uDR`48V6
z&9$oMp9}w7u^5TJUw%RQlcJ2{SAhTl=0;do(s_?u#R*dLKrt>}h6Kn4v2Nt#)J^7Y
zWLge)G!hnwO%c@7i{@54MZ(GuvK)wMU7GM~>0$VzX6U?Xiz|NX;C{w2lnp;fOYfyh
zRgZB1cd384E=$)T+=Q~Zzfu1K8@46lR%-6gOKVJ*BWL8)-4xl>zfH#%|15Cy{$MID
z9;Ox9LYZio$Me3FBY;!lsw0B;CjL8x@xrR1FyfhkRz%X|3jO1V1GE$ge+3qf2v?71
z@Vo)9X?esUB06d^88P<YC`ra3-T&MIkW^E?WK$9}*=Rbr*>sDiMYzWEAz!mJT?GgC
zYf2_oeYWQBa^#j5I1CXBQbdoT*(`Dbx_sd;SYb5}gTI+}7-359ON~k{u7LXrLq<I?
zAje-c#^X9c0SzO*lbR-{iT&eVUdGJLZ-aIxrO7AJUrtt@s5`$AuzoM#7^h+vCGqs-
z#d_7`uT}}e7Y9~f*&S+m(6(J~ZJCr--L#E&zc}cpFz6>nQGhLl2>yMoH%;@lE^hk!
zZOgQtEKW#Ev~$xG_~&{tt>+zQ(}M}fe)MQvX?l<!@YOf5f*hG}++=zOKX-Mg7v&kX
z=S=2VbHk#$n-Zd>8$I)R*5c8?b*?P<@dSFy>IK?`Z<}yEKsu1xP4e1}TLZ|fmU{J0
zI}<8Zfi|Yd4!6|i<ZFMy?om?zSh>99dh{4N{n{bVL*-fC%VlD?qxv&yIf^tS>HBq>
zUN`#l(1xcw6d)?VlxFMkSF`W)Q+wQs^@<OD-4H>{_G5m9#K6kqQv2E=PU_IpFNY4-
zA5(BQP1{-8)lQ-N`sdx<{A-j*?*kr?DfC_q2M=lXH(u>n!sChwjXbV^d965W*!sN-
z@}Q)w$|$Lhnj3H?o5JR+!bNFlQSuC%>KP%apr7spsX(5I-IXlFxe1-YHzi1${}fM0
ziA&INawrM7n90vcl(BrgA8GTC@#lwUw^~YGAk${K4$cUFMC#($n2%7cl48tl6@ia=
zH&ei`G>V?Ns~PJy-n?MIJK{3BfddNjEwj=wS_aqU8s8V|d~;`<U9&xB7niM?T(i?o
zGbUoEEZo*>Px83Zl5m(|!XkXLCO7zEKMJWlX|CLa9(=o#V72?T=4*}rx4<Jm|I^bG
zdMYX@5=pfo1V24Z;^z<9bZICq4k<3Kq*CKxXQ$Hi@E(7)Rr>m9wB?mBsLG*3MAuE`
z(H!4qU`XZU5DF9tXIH(_gvQcq({nB^OUm)w_PnRMke9b4e8KKQ8zD?9Hahw$M6*!N
znjVFqPr+z03Hq0sun7EYD<rV(0|v4Ded4pS4>WY?H?_ywyT0aK{+`&zy9!o0)EjUJ
z8|(_*2ZHtZv_}l+rY#VG;{hxjE#TQwfSO1jL-i4_aWDv(A`94C!%v`s0K`XGpk}MG
zgRtouX)oJUYck(eBRI07nGMyrf%l`i3Wxb8_aGoy!=Er5V@JqX(7L{a?}RdtDQW}V
z)@i~?gJ9yt3S%`Q=*|yHb1G9=voeSB_O||J;e=4}()^~v3rQ87QTrB5UifUxtwd>D
zFqAI{V*4mNzGVE{@E+5Poj@&Z=~#LGF$SG;ZNQeRK&IjdkG{n!6c+FOjSs}dqjX6C
z&JYQi`Ep}$9C&pBhafTLIVK28ix#kM0TIugz$2W-1`Ck>h!PBc=Z1%!QBwl%Nl~i_
zjB*c+3Tbj9sfxs~YsF(Au`Sf$){J-<{bAHY?yyb_XltW9K)1!^wxK(l(D70b!H0s{
z0@}$sKXL)V3Q_Bn!74`b7Cg$1z`pA=!g?g@Gv)OEe!}22uJ)!_t3*<M<#rg8oj_!S
zK=Y!t0LN_3ZNZk5TM;GEFHC5}5!*u#Vx+HXORpt9T60Ix8eyF85;&vNp8hGDkhSr(
z4GoK)N{$(ObFTK1sE@1Bdc%6n_t!@kAGMI`+D3@ERaBuscP&%fQy$pu5!mB#%E<$?
zY2itEUvFHvKGi-p)&5YfKJU8Q2*#hJPvfP*{#;V@jpYNCipSgd2XXnvDSDqx6u#6s
zd-$I#YU)ZK=7<7B>rJY%o%)lje@m<aJ=7OJJbzGd?ZMk=L+{78hsT}{FZ&o;jXv;n
zJp9%ZxK=D*q`8an_+m}{x~{w=%cYGodgLjXpN?t*5AB0bRsKflK(*M|c>RWs99>&G
z0L`hd5;WMbdw1dmeB7sn-Wl{=)KFk!N}{51q4d#1{JG3RH_%M#-_jYq$>D!a9OJtN
z)Gg3(@1I1OU%{?5%gqjd-*1yHu~82+DK|AS@CHghJF*U<SZGZen(h#)*NY4U0np0)
zkzPq&H~3e>mCvmP#s0yD?citrH&QWHf`p-e8;2JE{$>FO0v?dbzduW4SjTa@*qy2O
z5N6M2kRWnJ6(pksxmGSV`%SdQ9CX}&WAab7z6i8O^`S`qJHF`Gs{vBO{<!k_)GnVU
zfF(!`owP#cps-hHOv9UOA*l>E$ak$)`&OefxI9sv=_D$6I2`lK+_AX+M;K}L)<mQk
z-}$oRoWLH<P$1~p+c<i)P|@&4Sn8nV2Rf+lIBI(8?f&{n<@s)8HXX=yfkq>%cD7sZ
z?7`2M$d@#ZcJ84|Njb4IQ6GQSe!9EyQIT%!-v0DKH`~OOmroxC`u)rxoHs(6GzOH1
z?7Q{FW?j8~C}~zxFWe}v6zs01>k_SEDZ#`6xm;gAd+B}1AbF;)X_)Q>jgr#!d*m7U
zf%aB9YM?yv-$ZU`P1LoQb*3Jm>nv64hsz$vwRUhu)s>Bf-kl50+f@$0{1?{K{~g`C
z-zv-sGcrmuBI%Ow%4n~03b8vo_+n3JYS%7#hZIF~6q0#=Ce{<Dp22)82_!$rrk&lJ
zwAwrIwcpRGBoouRpaIfx*Gk*pZv9AFIE9^71x@t94K;}yNaqH7k}ZkyPuLx*ZF&;r
z;nS8ZHy;QsIiJ@6nu(ZudK#s>2hS=35qUOCR!5JgnL8WAJL`qSiTV}+qEC+BJo82-
zZxD;h&ocRh8Y_F1*U{U4tG!8&xZY-cBfYHnjZ^a7KrWY%=I4^FB+WzIH|HvTnov>-
zNrhxw-|0K*El_7e?lD?9Z7S9$?ZYqJ2GP#0cY8m^>YC=ilz87N2{hHO9DcN|va^6=
zf?=UdwR{ER2qZgJ_~uLc%WQ@F%=)tbntbZ=3@?s;2uAn=bQJu$a>Oup6>wTPhs->-
z^b4TZ76}1H60ag!H`wbiV6%M_hOdwULHXcl)0-1x<PD$ww6}f#_~g?Wm7E;uB2}{y
zW^@G?9kB#m0o*a{br9tm1U<9Bz#W)Ce<YwFOt|yd%`H+u0m#cO2Si}c<sUrPZk=Vw
z@JgmlIY=!2QLcJ7REh#d=|{~hu1~~3sPt6bNcdtb0}v64#7kLBw}5kThW4pjTNqT>
zPcclH_MIf`IhGxg$Agu35Q5nA_j*BqZMUMg6f$rVp(?FJZt8}P0Goz}n+On6hhs`X
zZSO8UOeQt)^d1$k4nu(V{8iU$T>OWhLuiL`cAlb8eFqQiXY@?MdO3YbPT4f?G@gq5
zjuab;_&j*CXhieDIh)@!mx|zb$DOstiuEQw-~O+l%h|yGi%5kM``A?ZYZdMOYz1G9
zS4sj>ccJItv^+0Ce-*{+F!vvle=Dt~AO2Uji$T>r=W0g#nVv+gZA$LLm5(vf;J)&3
z@%v%>AH^}n9p)8ek%aT3IKcIM7XXM+`5C>uyqh(VnzvvnLWyeAt$hKx@;M#ef~9Nw
z4`|z-)O{8DQ{o>wy@dChn4=+5|Fxdyh{<STQ1W|(xY`^RTRo4&tS^|qy+3$Y0Ys^c
zIH}Yh6uay?UZS6SxsIDbCd+?T+Jd|BPG&G|5vj|eitPjmy5c4<Vo@m8OZ@+c^$?kD
zUuA+GzwTNlL$N2}tYRAX0U<BB8+(3(<mkiylF-w7Bg4{eGr62XYGJr~dp-R>zThp_
zF?8?hX^T}a+U>|%r5TuBTZ4vnj$1D5l1<2^P37d~_OWeMT*q?8M-Bz-R&7zX$jpBU
zAR&HxtGBqN@#Is9XFHX?428M`5YvMQJ(asPP64IUBSY5Zo=bm8P#;afsrPnkG3Cm+
zF2B(;pQsn%aw&~E6&uJjLGzWCH|lOBQ@4HF#u}TD^T-uT7gJiL+C25#?JJVJ6?&|P
zw-QGlZfZVoV|9IfH(}{7yufUQL2;nZj(;D{@6zAIuRLWTg+a{}L}Tx*6kC|M`+5WS
z-QNBI-4<wVpa|L8-ap*g@%BA*_uhAR$3vQm*(4?Hu$WRqp3lR=Q4x<jzOxHoN_m_M
zQd9~<O<t$gDoB<HO5*N?s9sNMx!K8&QO%AvF*Pr*gix)O=4C4nm?XZjNK42{%}C6A
z^@^V@3Bkkpc~}4+FRGsFLD2fhrNgM^SgOS@alfOGG3I2evUGHPCAY4ovZbweZsB#}
ztI6_Tb&0}zaGD`U?prFT5UE?j%aNBB<IA{!E|MKBd_|3Qffl@^;MrpOgF{__GZU$!
zVJpB&G~>DhX9+2_kDUW%D{h5U=h<-q?gPZC5cB@`@MDa#2@JxqFcON<py_;1odDt)
z5SI))gz%xqT>7WkwycmN{0a2x(+~<`JgOzzAF=yBG6|qtL=4SG{@ycc1l2gX>5gps
z4TW(-8ptUUaD>Y77&BB_0_UVN!!CzN5LkAMq;urLep59gVBe)y@R+Srq`tWc0U9T+
zkVR;QAL%C}_TXL7$j56)T?>Re>vdrxpt4v-3QI{*fsv{Khk{V`s@J{VL+g_%>L^Y5
z+5~w_UM9xI;Nmfo5GE0r7mF?87UY~WK+{c+C~lilHnXehb2Up`r@@o(t#CC^@<DqY
z)?WHzRv(h3K?KWtJ_v~+2n%ZQ_OrnB5tP7br7@&B$DJc=Bz%E{H(`;+z+{-IFWO++
zw1vBD++!hv+7a0iGXVm&e`FrgYUk^wTuxmUN%rS?inp{XyvEMMc#~G$-OWwg&F!+V
zu%ER9OdTcIntC&$<XMb4AD2Zs;{F?UvrJyIRMu*ht1gdBC-ddhP(L13=XZpKjixYj
z3I-@$d;;z2-z%I-AA$*Z%<*{Ag?H*Xit79o>sl4-`g5i4&-VqJ8C!QB`+G*3){g_N
zX~hIe^9tmu8<kzN-(mgShepePbR{qT{3M!hl%gkQ1-qn~%KlR9GQXKAm7I-7dkgg^
zQD#bf;Y0U#F8j6nPSX?m$11i$wi{h{k_)O0v&M{W!ZbGWZg{80_)u(N7Ftih+$DfP
z70VShGXIn|t(tWFFC<mB`KXdhS)DpQazI}NaC_ZImDO?TquIL?{S%)jT)#LI7B@!t
zN*9F+Lsy<+&(u#3Ti>9Wea{qroy{Y}YD2i!<?OO|H7!GU)*%dFpckv%Wb#FG{|OG~
zK%4=!u=5i{hovr)^)9tDghzVv%&l;376r0yY_sQ^F{i;=xQSL$l_vGZOX$Q~6Z`B9
zI<_WYsM$+8=DJ8VM9ePuqpBzLqKSKy>{r_U1C2Ru{g;Bm&5M^VCzDLp2r=?Sp=qmv
zkg%C3N9Pbf<*73V`m@%vuKvIo<i&AZ26n3z0Ac{*{|RH<gTH0oAo*dJHP4iEcO}J6
zffmTnYTVeHP82l=mYTS=&->RVuEp;}iTegt$sFb2mhFY#9<m)b%|S!R)N4o(U{||V
zk@cnsH~M`KND)H+-NB)glLH{I*z1Vq&p%~G8%Q++Aya(Gf1iF*Zt&h1>T_a#YJQ_4
zWZ3KM<My`)gyEiABXJi~gKv2v)mLQml;y8XWIs=iB~Vi@SX#cuxwQ_sGQ56cv7}Vn
zZw4l+;ns5|;c-#2&zjQaXCEs;Q~jqyZ{)i8OrBGrZS2pn|MaMjGwP){|M2-;xI{m;
z&i+t3k@wm6PfeN)jo~<~RSAeF;4BGSJl`~K>}F=UTyO1dI6l<sNAR`X&muk|66#Av
zIsa3wkreW@1dFao{m-qQzi(U7=5skTN*weLd+oFasLA%`L~mxa$)46In1OkD+xmt4
zKU>0n{0juEv44Bm+pv%xJS@8wX}=^s@C;t}!}Zv9GK>UO-F*6RHfp?FNm>-$Ye{x&
z&ysXfY@E32Q*t)=KIbrtSK)BIE!p1Qh3G^2jvlZgZ%}Q+xk~C3aNA?)yLxw9V9yRi
zRQ&cPx(IKX^g>2uJwAWU+=lmjQi@Am@47P1{kBYA(E5W!xnT?l$0w?N>_dFIfAgbl
zj?BG6fG*)i(0)*dx|J;kTC~=rvW5%4+O<RSz_f*1b%LD}byk~mhYzb6R-3cpX}W5;
zSo(%SZ}020%T<qH_gi&kA0;whmGy<z20q^8`{s!oINbF7sB^*Nb?#4D&&HxJ#-HCC
zd@z)_JZ11k^KZW3YJ4$$4^E33uP@jwE&ibS$~Ez;ML$3zk5*JrlW(x)>UGaw=R~r|
z@x@C@x~&vWH8_M2YAHTw@UiWapY3xG5sc^s`^bN-;*v=ilt<t7uPNqvcXG-_^GIBZ
z(_~OUk3mrgTp1ju+7O>X4sKDEfr=I8sQ+e**t+l8SD!xhX&g3kDm&@rM2<_8_A{uw
z_a86+#nUcGY&y{hh3cQuvFTYLD!9@V;|)-L{p#x%dS1jILC&%;f=rBP2gV0=+~M*6
z^^7DzuotB0+^PM!X%xcU{KTq2uZD7qV7YH(nv=jybty86Sf;i^sPA`%hj+6e5|O+P
zfvRsLi;DFp7zB=0mypgNh#vx(jS3Luzi<M5f^QZ?p$r(0ys2J>V*l$Od;4-UO2<e3
z<5gO@MvQ+tE*l23P{0qSuX^Xx8r?ZgF(Q0!T`;lnDVC}=HlzRjFz(uzPW70m&-llK
z@h8lt^*2(+Ly~ZvCf7c~pDjc4E1MtrH{V}9spvlG;Mi{*c<Pt&4J%hCRkFSKRRcBM
znGcJumOVc(;AjhZ$09BzkypXV?f8p|dKT`yBzKn_m-c~qhX{S9PMR%-gym_6dym0N
zjo5!yam<Ja3L_zvq5oaHPiAm$$;ht~3i&<Yx)TWtl2vi-A=&0EN1!Cs%7BRkKM(Z@
z@jFtde#r6>+7pI_qAFL9k~?;42({1W@A&NQQ*k4FWzN1gj@7ehwhvgY45v1-<!{4h
zGjA#@+r0HkdJ|sSDBT~JyquCtSZo7|>mzEG=s?L7J{H%3px{x}?xT*W-xWa|0=^es
z^V2QA?usw07A5URuti57uN3ZuM$>KnDHvMZos#9zdx<;}u6d0pz1rfeptLi33|9?r
zExpL>SF|qh6G^-=b>7`nP45zV{FHx}@Y3|VlG=5~nTbxgBom{F@_;X2C-Nxtk+N}H
zAf|f-F%qYFQ;*%fxP|N!GP;A7wHa`Cjn!kBhhO3oCzpqo?FFlHNAD?~oKo$=zqsZf
zO>1q}XUzpZ?>>DJdzkzxBlW{aE1eG^2_IK!j0P?ltE8H5o9nb!T;>=k4N%OZI+G;D
z8ywiuui+BRcT7CC#}?*fwX=R|-z-Rsy?c@4-Cbc0eL8U|KQhDb1oq#Cu}(7W*R$q$
zZ~HtGo`_0XC&W~dG@M++@|2n<)3GY?*zvd6$xHi<Gqa%gOAtSrP&k!UIF(U2mKa}s
zS+!n8wSGy0B+#Mc6tZ7*%u%tFJdkCk80gZq?mVzw^e(*S82-_=8`pV9yI=cG#@h_J
zm);H0j5rJ;T$wDOy$6qp@l0fu)h7eF3$to2jlcrxJ|ZXi-P3HhPzCrb9cv}~wG>)q
z1586M7Fq@&$8XizJ{;0%z(-#=+GWK@KYZniLcq)!pB-&*WHRTUn+=pWxb6SJ3Zobz
zBT2O6zazb(xu-^Eu$IW=qxil<jY+v^0hw>~ZfUnRI*OUJU@-gfH`A|Ul)G_-MG{BH
zmC{~-)oaT#Bz|gtPp{ND_#yfaa?2)WXV&tJ`Y+AvSBV}a7l_ZjK3sp?B>~-*6%yZ0
zHP9}wIJ&Kldr$O!nM6kHip7ZL-RR)ndQn|&|FZ1PUcKL|Un=TBDGGlFMqT|#C76RM
zJx&Sk^7&bN)ShI7C~OFgI>0|r6lViM&`zAz+!1A?psuzJMDY6M3s*0Q-w+p)74md3
zl7H}cWb(Ra`Hvs6_YIbWFAe07c`hd4I(vV`9m5~E7-v`Jekgy}XZCaUP`v1q1$W^Z
z3^F+V?uN;KoLG(`EB*flhX!kEKG<C*st2BSzj!gsz*W48Auv{ccd(fJHOj(RdF+%K
zJdO4DzhiBkK4s}##(D0}W>CG5p1m<8+JSEY$=FWo^tFA_n==U~vRh>|B3|fdvf^ZF
zK2hE|(J6>}VixCQ7L6%gh-&#58P*-(dvoxi<+8}`#O)v>z2{#`GrrUVS>R&PFQqFc
zBy~srLpW{ax9nc1<*(zgtBu(UP)<_Qmij&BjQbAvu<+h16lhT0x1;(3=|HU$g1H4L
zU~c2bpcF!|qGLR)ELV)Y*w(f&>rtmsbLN{!#tS+^Thz%d7)Y3oBr{_k{R->~XoS;N
z3g;T(9wJj2<><7US?Fg`dp98BV3ew1`Vps4X2v4tib51jnpv$BLA+>o>slw`hk!y7
zqFQ*N$(Cm0Z60ROpp>)bw$Z&K%EKSlo&}&ODE1h7pBq1Dz`%H!D(o9}p<Ndre_|7l
zg9#yC9XBniccNb{ICg3|guf#~-xQ0X-(GFR+<yimXYWXnL-*TFudK%9^ijuRb*T)(
zOiiWIQMnlQ4`om$7TA@~MGns?gc0X*x~U!AJeN_Uw5I1Q!~C<8N5w^7ni8%UIL5xp
z5R9O`i~#-eLX4{sIU0f**2N!1j5qErB#Z3oJm6txhwxaJ8l-;sWvBBXUFSjnN430<
zh7n>A1q}{&*gXv?E=u;<pAN+6P^pXzF?qv^WKjAvJo4nrmoaBp*bKc*S<ly31sHZA
zns*Ks4~M>c3@p(PjC9+`wTxOWj@?@vduUM^_tDMxL38nyLl>jKkLH1&CQm<3oz~Mp
zgCi_L^n5McU9&42b8KopJkI^%Q#p(tH@z15<UP;R?U(YuUu0(lMP&q;%q^MRp7J{%
zs?nMd@w|ic+FO(HfPmw$3Q?v0A``a&|I-h4PcNlbWtsd4yWrK9zPRyHfW>Ab5nc3u
z6rFiI(|;Vt!`PzQlrzWX3YDAO<|b4~$bA$=QX*$&j4dR&k8(vJXYSl*?yKa?mHQlX
zY|Qri{{AwLJv{9A?z8v%^?trzFZ-kZFNs4Q56{}Ft0bP=>s8UQIsLs+Ki*vJd&UL6
z)ihQ|3K~yhQk@o;CY(D8Y3;O|0Y#p}PV|uJPI$P<PZ~Dkdou2Q4L~Z79#4J<&Szj@
z04~39WRPF&=GjPC3v~C=Zs757@C6uXkNJm#(P5im(14Xg5Xxx_dj*S92`2t@#-bE%
z>G~vyy?=M6??Y7j#`W`3yXK7chtRAaZ@d=2{<`1XqWDqu#I^DVutyx^w>6P@9%)2_
zY*8V5lkxX{cI|NUG`{j)I%58vZGFEze_AgBr4+E1?5ugVHvt*j`+$6VxcX1PEEakJ
zY5cqWL$-ZB0?vR+yQ<DdOAA^|{-=dfks|+$#|A4Zk_kNvnSO+*e{?l~mix69r4H(V
z@FOThqJl6C72tHabGcpO{XH^SfeGdJZ0nEnXL&eRHXi#bfviqkkODqegs5GPVB*mX
z40w`nUeAA%0TQvT9gMd8J)e!&e^xHZCUxSg`@*cnTUCJTmy9(8ZdR<YkL&uD;lcCR
zvrPOF__i9i)-=-}QYZ;q8sq($)H$vfI84%9L%pm7-)R20apJT;?|KES#xqClSvZ5g
z&xSL)2e;zsmfGvv*W$l#ZVV3^hE0E<;$I_4;BpfEGO__s`P-o2Kh2dW)njNkir79_
zbx#s7)ozb0e-IVGUbEv?WNm%Fyyf4Kb#x~lT1OyMNK3t!mJsr}YwG1@>SgNW)r}PV
zI;2aXJ8bqlM}<+iP%jzNyEXD%nBv#T@zrH4NMxUyeAjrzf{K7!3FjN|5-9Y|{)J9<
z3<(Up(4sJMJl|>V&o{Jc#X3QPS5E8&zwFUya^>Fhc7%`Ty~q86E}gPBi-f=CI3<*k
zEB4N!<FCLDyILx?=u|!thDnan8iF_4zFlj2w8&&IJ<P;@(%U|$c(=Y`!h-H7lu<%s
z;>O^yWc)H+gM7~H-Cw*tr6g?=`=}+?YqD(391(9^S!P?9?Ta3vn2>}mA)E@DXwg2)
zq2exnQh&i-=7zuS?*-r6=l9bR1yN>enMM=MpN8e@Ip5So`eGJOo;LF?N-WO_IlsEP
zE_PknN9L@w_X00}1GPL4ZxC*0z5s7)4oBhbI~*Yv+U?#nKhNiA)iR-RwGnUi-d3Y8
z^S+?DB2-@{I&))3Wy>Ev+sjno!#=t(_?6z+^D9{V%ed{`WBWVDjp;k5i1yRxUv{Tv
zrrhh$z6<c8D7Bl`$4~$5NF*PlYCQG>hUzlAGS7acT2N2dnNV*?z4o&KyQsm>C1?NI
z5}R!s4lMSe?9|hN8Y+2;tGR)=U+kJerM&&xta65#hhMs+R_`;HnwWm6Mtu9IX6xo*
z@vB5JIrhrs>8q80Lb{9=px3qJenNZ6rr{+i`|y26L8_!{hLnKy`@2`3rl$RlZb<Nc
z;FTt=_~1iZBr~M4yoLG$&6Z*vf`aX71r*Xw@%18?oP?Z!Ohsv#vD8%m)QA3-gBob1
zNBREWLEAD~2hdk9N*Tft5IbBpgoHKP2$vF$+6ST_hh2wc`gK4c2~*e?f5k5(#T61B
z`kOY4gjKP~s8%<mWLtX9Q?j|sp$*ZYsC->4(>GQM%>s~j`f)Ji7wgjU3x=&2rS!%@
zH-dFhuu*-wSk*Oi*rgzt^X-dQ^DUu}9^~(wD$ImSs87c^?ED)kOKGQPM+g8$|98P?
zjSvg?X+Y?DZgqqCu?|}_w;_%?D(AQi*+Rjx25h0ia=l5+oXoYNsTY4l>FCCyLJqPb
z*gJT0ud%ba!a7^Rx_NV!v^aua$n%qFi0BHi29O*J<aTtf$WOZo(K=??3ro_rvS75e
z{rba`W*~Sv61ceB-2LFQcbC#9sVo`#hpkBCr=s+sRt_B7QFme<UmIt9)q2%%B*4AL
z#d`9Vb?0;Iv0&>vU&qGX3wR_?p`4pt2k7&*^SE1nDiSydgdbK1bQX>vC%g72AR8s=
z?}3Z?FYAYQ5HR)?S-buxLBfs9lm*kPF2YYkO<SM^%#>D?&=^YSoyA{PzFG7-eFgym
z1f~1I_<1^9I7eN|861f;fn9_y1nm1q@Dp&atAmY30<>1NswYd->Q;f+JhsbM=5cu9
z3=&`WjNB-VZ=t*nX4nwI!=w=S*qDS14^<&(T$(l|@uv2H?3wC72=%MS&CKNYk{4=4
zKRz1q#QQ?*IUCC>bt$8m*Zh|u3!LF7iN)!A0r1GM^|x(d2hAzLL$${{gM2IBxH}bd
zcVzbCZz2^JQ^<6}u)QzQ&iyR+WZrTITQt1svXf9d%2=5c9We|-+`(a!y^~=ytzSlV
z&!58_wPXlA8?+6Y#d++k6J48Lc2x9}SNbz)t#!AKGI*8Gx|jo#><Vy)ZFdE!FmX7s
zk<8~<8a}h#;cx4N{P2wG7vFtq-#zTp;R~J|2QA#7JBE7Z{b~AOrTh*RiwAxiy4FY5
zDqMmaWa^8*QK?({*pKW!-*KBCw)0OLu|#QA)S$FV(NP^HK4s|<nEp@~(c~~F#qo&T
zJBf!9db^SRVi})Q8&SrwDE;2sx6_j26y)Wk(jS<+@qf!Tnxz+*LY_kkUULz=_DC=r
zM9ViQ$ha-&;w@vqr2lMQgCUL$rwp^9*}T!JPd6uha$74<UlSZDLPZcRoA!rSUU|+d
zxB-(2c@c}(il*6NeFsv7$?PlKCDCg|`mvVoJ0fh?qMG!*YHskpEIoZmRrjE6i^PX5
z!TH6_dNXZbK)hc*sBP*vYd2!)2qS`Di+%VOLcDkt)0e$R4#Q9Vy-%UDV+Nj7M!J1>
z`eS2(==?r4vKOpAl;!lQE%7P)Xhb-ZuOoY~z!_a%Ee@5`CKpA1_~fSTmn$V+Lt6%)
z4)Qr+5R$UWtiskO3GTOe_HbT)7-TP#^lTnnute>eJVkp(!`?4dRwj58vC#*LshmZl
zGSa_BWlT*+<Kyt{gV7xw{kcorHd;M{x2`7+lF66TtA1o5jIE|DAC8#X($kKt6hA-w
zQ%P(XP_vIOt!`cQ#Q(W<;+F1qCgwu}!wHEM_f4}G*;PK-juUcEzG+wQH&Pfw-#2ZQ
zEGs8o1QpLG$Um?+H8d#vyTge6{M+r2;|{%2qs%?MJY9L?Fg;IEd1d#H8R{lF_fu<%
zmCEv~pWe3Jj69(?+_YjJlNHa0R3?s9CH>~7&ndvQ!9mpd%jB@}4VvJ5=^vsb4Lr2u
zdSeCuoLvkVtMcmY)SAiF$XXPz&ueO5^gGaaEr@Rc%iRV<)~>uHWwokDz&jE#{2(#{
zhI>}U)QJfT6z2oac)JvEryBg^&QsMw3w6<=Q@)-jfy0|XE9eIWqp%Vn5Y$ps9dY5Y
zffi>QTp_qy=7D~m%MC&_2F}4dAAy!|_cooS9rA}I@j=kKmoIR%2xE9TG+4B|)F~QQ
z2{cgwu~rTkD`$Nv=I`4=^sQnb>)xfXEJW5-euD!je=r~u2~rVX)b&A{&oCN{p$6<G
zkNrvcriD*vTb1nd^F<jRWK^4ljV3<r3`N1(;OZ>rxXg6i9`oIZE@uGI%0wez{hG%7
zpg-(6BG)we8AsJa7<EDzb3#S_JTb`$AD$O?VBm*664stZtm9yrkZm+?-;^7RyLX1l
zC%xjs{7M~zLe20mA@myOH1V4D7k1z<8VymHW`SYC#^vzH#P8bKHy>O-uPO3i*{M~t
z`&---Orb$uiLNf@s;aa%O;~yBv&6!YM;dae1!)iUqF-}~;&krLGPT#`3|IC3v%9}#
zXJJ~FUFmS2v$v7+!OoQC@{H-qgsID%mCKyD%bcCdoXPXKhYJ(7>oeBdp`i-K))VW;
z2cX^)uIu3R2CX}4cI^XI?LjkZJZ=Y<Zuw!2-_0)Q&SkGmjU@eO?+$-bnz{8P#cIOa
z`z4`VNbF})CGS@^#cGbRXr)U$<+=3yw6cp*m0gxKz=S*r+33GqVQr4A@fmnEZQfk=
zX24K+yy?5^U-wfG?cVG0B*I_oY{a9gPvrKN68HANIj+f}v-Y1?{vu#S0m#%X`e*8n
zA)&8`4n>5s5xQ9Dc*OBufalUV^F@=)yN7RHKEi+dtTo52dhmDT!)}c68|84Nj>zZ1
zs7D7_fzL=@p8A+Y#zh4dP-(ffaM$j~G~z=90P5;dFtpf~t3}B3Wc7WTt%a4}_<^2m
zt}9yO!VIPFp*HZ{W+|x`?q2voma%(!##%@?4+EAcU?2z+gvVUeQq$jBSnWY)=AZ1A
zojfh1eifiY^6(JXC+6?{EZE_OH@pctCo~VnAhW2Q>kG=R&@=BCeuM&=`0wA9e0yFl
z>cgT;Uge<Gaw!aQMoB(^Fw_0+6}B7sk&Ci0gFjx4X#RXPGzdXPB&Z{rRQ~?Fk5E(l
z4nMm&%Qfxq0U|nn!@%d^`P9yql|C)&QUux2`)7Rvfj$l%!%N(nXdQa*`v$GKMJI&x
z4t|+SFf0_usNnvOxs`2Jm?9jG?36-)d(>XyWtfpcvOjj)M;hVLK&3~aDTl^F!_=jf
zOD^od&f1gYPj5Ak)PE>+{g<wq&Vimduv(3<0P?4c17FVlU_UBBT{@FEDnhx9p9uRF
zsn+`pj2!ksi`UjRo=mYFloZ{3D)xfdAK~<_H@jP^f1s;Wod&Tg_%-($`c4}%7f;5{
z3FQqK7<DS}Ni7Ex;F_5q*9BzLQ(0a6^KLON5H-lT1Foa4lB*ofC(^x0T&BL3k!H%F
z3s``J#bD;LFFzdVc)mv9^JUr!d(xrzea%yr*<K`gAl)$&^DlVw?P0m%PS^1g{7Wm;
ziwaAlCSD6&cC|~(f(90Ma*|U^qW6Bx&DHCic(J?UV>58CxfVE`8a;(BF^k_O%HLcl
zifB%K`$fOgmN6r$$+)cSgTmZPmqqx}zQ)xk5dXn@ouf06eWv6m9K4Sj@zCo#Kuw*9
zg4xki;NnN7T}0lq-FdjF^EBOS=D37VBY_Sf*f0AQmCTK(b@-#eBxIi!HyzSOpUFla
z>Oi_BcZjz)_|_P=(wMaJ2HChW#l1WBY;Nr15BDEQ@3*3mg%kLPeY2kC(6d@X_dwIn
z;MAa<=D|kF`06a_)P0=tni7Vx^P^_6m!AFOC$}#*+cg{{6WFPnKxqx4;zw`PWWHIz
z3a6qJ+V=mit1Eow)>*lJS|z_8yR|EFSnQK1E>&;s^C#<%X|k)+0`$b-ad4d}m~5Og
z%(m(lsY!8c@*lKu4lob4`eF_gWWBiwHfGY1N;V>+qut0yx!)d|P?`3jqAV2kL7Jz4
zg3Bi)d@(UCD%}z(9ER62H@7oSx~6O$_4pbFs6mRt7`EdV5&I%k8lfJnV%mZ6(_gE`
zY@lOksx&o(jiW(dqXmf<=cofJYQRQ4I}|kxq!UA_AsOu5LFa<=0lg>!9{uHdeBG4O
zUQQ3a7q2?cIbNHRtUlYJ!q(+NUxl#OdM(ePmL5KA{abXmVuM=ZFm%tmZmhsTw1C$I
zR|}w%%)&xokN9v}2wSu@?d*o8b74|)2tP+~h@->vh1n!Q`0)AA6OHaD1?}3<`P%>G
z`tI|&Pap;*St~rWN$OD-lOCfp5NvP?(B5M@mGQAy++)9XCf-xT&31CwnBCA)7!V-s
z#|l79I^`#Rj2Lx9zJ`zl-y<!()ueym9k?b))4k|d8m-lR<C{b*!>783o;pm?;nz+t
z$G=LQZ0t3y{j)LYaO1DjjX6hWTghj$&(lkX7U8nv?>IIuZPLa6Xfe5i&sFlX;#B#X
zkK+GIffBefQpfS+hOXq5Ta9Ud4+7Yj0j)kAM#D$M%I-snLK2U8aFrpkVP?QvNa=G5
z|HB01&l%G3Gh})yEOWKv06L@CoxD&{DLZzfq?O}JRZ1BUL=q3R(ZG<y4q&vb7lQjG
zdo+Mkc$CXe)tC{Z;Cpj$#1J5H6mW`FXQ+TY8#$GtimPWiMu7&q1}wZA49z8|l-6}t
zvevWMmX!nnmv_7CE3)<Pnxc07PZST<0$qbuMx9+Lv1?-OR))i<K<7uI`u7fQTyjzy
zF*0ZTiFiqS;gJkw<R9*huIGz6cm5-8g3FWDQJSAhR+I_A)@mg~z&s*DzZ&&jRuhE5
zzu^m2pAn<dP!<O2Pq0h9uweZXziV~eB<Q`brhCANBixQm=spW$p?P_oQv;@tc3_5S
zBebcpTOSQx-W627Bs@2U<T(Bg!P$DzqABd>e+2fSQa=65{PZvVQ#(L#tiV_JXhX^E
zTM8uT?VfIwv7qqsHQ|AKw*{%OaVekTQiRy>?cNkVJ}Ch{8W6v#D4(jL?hd-+T<|73
zAr&vlz)XVv0vs#1vX~m$JL$yfsV%`dF}UD$@O{nC)(m`$wt02atnZ2J$0AGUWNie9
z9DA9K0z1utk+8$z%8t=<KhMi~Fm}+LV4sS^!ZY8kpV966bzW>MVVCl6bL|mG9;L4d
z<bt8Ix*?Fr6etS{#lBbZeRyEl5Jmy(Hq?$#(Dr|r47XEOw!;4k*%n;+t+B?@b}OpZ
zjeXPPWsH9s;pXNc_vwHH0=5uPkC#R(;i=q@1&4I=giZ38Wzz<j?z1X57xWN?lRhS;
z#bu<WWhA9(fM^rbGGY{PO9_=7OTRH4m6(nL5D-Y-=)7YSZ?JufBX%^TC_??=Q!O1G
z=f{s<JrD{-NS2i51DM*_1M@L+Gg9x3Gu8*_!VQMfQaPBm-i0M(3!wN_C$KZ)=(qc<
zt<@21a-eCqH;1gtRlN7^pzBB1Z&p~UGB~5f=ZXh>pYAhxM>sX+^>4w*T6Lc2n&8`6
zk9FEZ<p!e6Z+YJ=_IPOdci4m(gnlBrC+F{W^#j$|@;oiGcQW{60#%*TdK2)ON*sA`
zhpp|QC<)9;rju(H=^t}^E48FmK5ASfjRDBkV3D-<j~LMEEO9}Q8_YT(^2V)-FUYX!
zM?@Oy9}95l2f)B_YV_4MXWfw^V-Y$kB&MYziwY=Ov8dQcGMyLiIld=Cd0JUdWM(>g
zrCFzpIQZaxm+1QJ&SB;$G&cqwSVcaENHMTgBM#GJFNz@fv=N$nOk3sO*;xG`p;sZ-
zyE(#!M?)VnMf-!a_0@1<l0as|c}?8wP=Sjsd=TXDhcYKo81ueHZO=X&|Lt<rxWnU4
z0idbli&MuvgayDL{!*7d*neR@3)3}*nF?G$tHOeZF9&!3N@5P~me5<@@5}erM~i3#
zGC=^78aWa;yBnF$5saWmUmpd2o{NQ@g=r&T|5^<5#5JQBBi#`##vj4tEa$w=l+O^r
zdO$<ppE+7y|D8-^)enV4`=TCKkmjn%dZh73;Jz{ih@fVc1Vf?z2P_0)zTreK@t~Zx
zSSlgIMyH&%lLe#!d5}t*$6{#m#VkRz%q;0fBCA;fv&rX?6T(HB&-AR?oc%>c8es*q
z4sPnQpdZdJ=pAcbD?E$(c+@F=YFgv$k9K~X?OgS<u6m-bWTL!eBF4)8ne}dY$+4v|
zm&(dJUcwhALek~FKc<^UUekjHKX=?#Gp-)1*)M3IUixM=)HD^AHhn2Y7iO~lEh_!O
zXnqX-2HtRIxY`i*u4&=Rl-2;{L(-3tKP{Hl_!og^#L$ShF}jwx0-Za0eqtR1y3yGJ
zA^dm6JdqV{3(oGzDs{n=@LR<}ZodpdVb&I^&2J8)>i;x+cinbBl}FG69>3{x8&kCO
zd#{hp)p3Ln*cy=LN9di;aK|2L$N{4C6%rJF$J_95Py4-@r6>j&%^ea{t5liH&U-q$
zhKAxTVYr^AAz^US$E)N3ueJ2I3#Gyl`CZtit6y8?<J;%%@}4|*TRJUZE&=A;!77ZG
zG<?q1)&~AL*PyxY-pL78yK~4C*@Mlz$IB30`^Nj=&j&4eVXR^xaqk5c>YU#M?+QSv
z%=kJt?5=22i{DbFTP}3JQZJ)x<37h56Q*7k8ty=(QG_OtBo$wPx$Yh8{g9c|lMCNy
zew9l-GAXpqcRs6$Ii6D*L2WLzcwmqpuQt32SR3T5Y{`P)GKbz#$P*J1?|CRB?y-AL
ze--6lpW3hlD=3rCCKq-GFJ(8WD&sWw>45BU$&k=B>c02xs_+jr#ej1Zns;I)yi=Dp
zTH@fh?r+hN>6lRGBGp%;+#3j;OKQ)klY4jPu@d*ZQU2UQBy3n5D&#eBB?Z{)B89^!
z!*B7}p`Xy806(g*^Qju|-_wz`S*YGo@QWuyrz#}$KP-)L>h|u1XIhkYQt%2KcG`lc
zBe$os&}dK=md`frX6lc^8#iOAc=GJUp`E|@gPn`_b}W5gPp1iNCSR1Wf05PbXlQ%*
z-RoY(^p4!R>Jr@R9bskBB8%|r*J^I=muq?aw-~1!Uprktu_ud59r~UZt+*U_<#HSV
z&vYX-ub^RPT1)d5<fpG^{FiW0LR%}2vfz8ZBHZBP9Y#%E#3KrNJyaocGZ*UR2(K1U
zYwfD*$>5*;Ij8`a__wuTmvNSHrd6~Arlieovt9^1+^sGrdk|30DxZ;=L+LVFyaabM
zqCpQ5@B2Mv1byL3!DZJ4|ChA%#yq<hyADHD`uVz2Qo-b3^FkmEZ6X%8YXDtX`AZQa
zZ<6T(Stq#C%NS2}xkn77mp`B&1Xiet+6#BS73A+v_lg6R2T**)N2Y1-N!Y9V(A3#)
zuiQ&l7)sWykX|=Q`EKp29;eN=%0X|A%ctq?k@vcpsAt4<RN%rW(hha($*x9RRnGUN
z?hTGLHwv6!YX+(7hw>=@)Kjc$lL}!;PjAqMQ<oaWw}iw|vcpN(@3E-il%U^a{(hvN
zCWUW2N$42*3P#D&CAJ>`+u;XL6*8b$h}L1?`SWm=C&5zhPza4yS|Q*_l%}GYaTj9X
z(##Zf5|o7ktD%NJRog{nmz9&jUzLV<ej&5A>Azi%FPM5(qT$KpU0XK2$$iNnI3(yr
zJ=Y9<zHV}T>$=+ug^lf)tcxVN>T|-d9RGY7E$xn*d{i`<t_R2y2vIlMg}ddlK;9KF
zzyRPxWLqNxFZr)rAEAJ8Fk}P2^rWDDe$HQ%-r0e3s}Qm?(roZvxBrR@LPi|42DMUx
zo|OH%(}P6NhMFRZG)*XURV^@xwwNgbu+(~K@Zl?<8vM46XP4VYkOArA=DU%fh2~nK
zuo)x-6zbdBEleGDsr*de<rM#_V6w5zw6<&Gq34asM-p1>(Y8m0Z;sN!Uc+!x!BMDg
zGkLdsu5s`e@78~5^P&&%(K(dznG@kxS2NP)h+7R^>_A2N@$Z3^`7bV92!cB7&G%^;
zcoWc&4pbqk1;kGsX<UP2DD1!l=?WjwlO&~VgepiuXvBBQ96%?Gcqw=XF-hJ(MrW0T
z{bNNL%5LKjr_nHVsvGlI!|0VX{JLlD=HOSwvh|(IJj~SHb4(}%k8IelKwql545i$K
zBycT3;Q4p^WBVB0OTUUf9Kl{aSDH0gH}U1s53Jox`sLX|k!4IvagkZC3odSz9g;h<
zZKKiuIFB4eb|^Wl--{vLir@L<0wehNFTq`AsZIe@N#$Rul0P$I9dGN)U;DCt<-X5t
z(X`Ve=uNWY-EKg{RN05V{Xl}op&X<xNnPgMxvh;MYl(>6y2DG;>ayWXHCTRbp|WVl
zz_LdN(YB$6h;sx{N0K9WN!V0799=N+-T|~$N!T$W)xLlUg~P9O)QfaIUR4<H5$J#G
zJ*l!KY~_0ly<H&#a7)=N0x+8f!8{@1F!kJ5fcCB(phSQ^CFThepa@{W6Vf!;DxtbE
zAoFhuGh(^&A{Hegrt>Q@pzyoH)3?pJ6V^61+oB~mua}5i7nitRa$USYRP5NooDY)I
z*c5!*km<y}$Tk{}?ZkyxR={i}r;=)JNqD%~%)o4bM?IF<`rWkoYc~_EV@-0J7;j^?
zh`oK*82d68(BpVTwQnAPR9VGXtC-xmlE!O_pW9V7y_uX^>AVrT4a`TQ3b~Z8Z%+4Z
zS{b^h8#WAd%H7G>=*lTP35`^;cv##x;VxDv#cq~96AP95LR(sw)wSkCX*ErA<zH1_
zfc|LX=E>oeyhhEEPRPGt4Es%`B|&SW60y+QP{=WK9u}<*p=cmr+?qJUy8>(C`%nnV
zSY2&m^cB!`E`5hUSa)<fKpD8nh#(lm?h&sDZ780un2!|u-nl*QZ=S>h&feb)7_ks;
zb#|DFdMgqy*YHX^0R=fshnezNeq)k`UcNQYcR`w*RWqh9Bv%MKk2%L-dCa&2_oHZW
zpkYu6Q;lxlwwdsLr2fw<iu2R>LH3}xa^L^C7VG+GBd(h`F@g@;vJkiwkf!~Y4+i?^
zb3O=qKDOtkG)R4lMmiKo*n-rd@ZDs(1@H(`UBe;c0}1@tkr#@~B4hah3at$)O}k*S
znr%T(fC7~$T`DRhXkJLRGxii*Jot*88oO(<%3ffMhyKvat5$Di;*pXyq0lgDB4E6&
zND);=Ap*4Uavme_>3=M$fYIb*6^21@`NlaC5r4k@8sE566;OeMKX!Ut)F;ny(3LeS
zA_A$X>vVcvVKwFP=Tf~-cKeTsr?wm4#eJvEStiWcEG^h9%}r8GzA+hnV~TcXjCN;w
zw;2`9rFzX2mY3wQT+Ndh^J#4GuQoyjyxIFBH1RLGa0gMkk>McsuAJe4#oLYZW`_(Z
z;V`}q<NMn$Dp0j~JI3w~m0}9jSqu13220#tOvGDyb>_n>JQw4QG`Ov&0=znDfgD1h
zVrmMWyuy{FT1NwOBK@+qP^oz{7FBQF+~E56+v%-_V25AnpMaWaX5W1LPfdNzr(F%E
zXr5$-*Y-TKr#s!~<DW`MZebFBPcRkC53B9jXx|g>24hrO6xEeOR6~qxcqiWY$8Piv
z&$>Usv_d+5{!`720cgk(>T*Ym#lJ9n9$s>s+qv-c5LmwFwTPxq9F*t#!^iiXcoYxl
zzHRF1;ncI38A1_vP0zG_h+nTb`<78AAPe9mGJ=TRqk%!p-;C2!hkf01cK<x0ZWo}H
z_0bAS2L!2Hb({u_gPVuKIRYzMpnt3ep=2K)VJzbtYrdX5-%}d(z2Z~3yHehi&X2D3
zahpF{Z=H6H*!d_#3motW*lJg>lA(`Y(X{IVTvwF5u+{yp0$Y;FL)qKH14_FBFuQB7
z34z_DqQwNx+ObyxN2sCu@CXs=f^?caz!yn8B+@C_W7^<;`*isBo}JRWWlFP$tWhDv
z4Ustb4+xTbn<g+z>8@cfDr<#36h$=JhYCnjB`Y_t0;+7x4Z3LwDe8-t4$~w`u_y4|
z)~TkhX6)k`^x6I2w<p1^WV&VK)-;~n^loT-`k;UIPV-#V!pxD6o_vuyrM;E@oi&|Y
z-;GFX#x1*El(BL`T^EUfw;m>~b2h(4wW!=2p#8kW7+Si}oE~%3bzGw>2ur~w+~Gv3
zP+Qd6(1nb1PEJ8A(Ik>__5KGG&d-NZ`u9TMbj3q2K?d#77$82U$*w%|FqrN5rZaSp
zOxIN0aTg71{w-*91+>?V)NZu<Zei@lI&q^fP8H+Xv86{tv^_T_K*e+Esh1^jUqI%b
z?74quDroXGZA`uo^o4|s8RSw;@RH5R%fl{-DQFOIyKDA}Zv=|^)mehF+*3n2T3kjo
z?Cs2n2NQ=3;bg*SAhp(e+cUX@eE6vkRrg}A84%qzwpZ=Q3&;IP?r>BJKefz*x}M0T
z_W@Wpm^4|j-n>KtBMH#4eq@4ZEEPBk@z8KZw_}w&0p%HF?!bsX1>FWW^}27GvkxCN
z^W6i!mKMY*Xgr<V?^vLh<f}zNs#*|Kpac#9=F#0t6vq+`pum~KOn^m6j=b){XguJ9
zZHvZ(tD;C)&7k`u%gJSAFe6Gb4LD3Na2Um*+HV2=>=p(I`ZySn{H=BSxi`BktFc`D
z-#g+KpMRaF9dYpeZ3v=ebV}oAW?q2b<Ri75*Y>8+J)wCDmbr0jMFVCf0_g<~)8=_w
zNtardG3|!mkOHQz0}`~`KPw-bO2R4?kaR4knUV$JxiriW7v7~l2o)jM2C*t&VjuuW
zq2x<ibfzf&R$?3~YnETZN)bIzq%rIPvZ_Jun2}gdH0p`m6nhGHl+j&8&T>-QgFiV{
z)r%L8zKg{~^28LX#%!F$q}{DA9k)_;*n>-tz2l^fKbbf2z+;sB3^-N3sk28%Ap1Ro
zT<rc4UZvahJ`a$K(ouhOt5NI(>r452rbYZ%gphr7W0_DFl*87ofeUdEg@p#G6PPGh
zf{m65*ttwpN?k(jbkcir7`ZAicJIQqH8=?iB!k6LD;DcS`WyS_4+a6Xa*+1d-D5o?
z*<VGK4e-|fE@tJoidsC4(u*d)W)gUn2W~a**pAAm5$BtrMt&RACsddYf`3rABVBB9
zHbvgKiT^#h9Wa$BdP;yhonjM=DO&rDOaIp(i>2NE@1eKV@aR}y<}|a;(muEXJ%1Y#
zQVvalBwa(1<k~IAU3p31x&a81%c-IL*({#ljU+;KTq#><s=k0ye8gV4enyrg)9I*7
z9s#TOXJN6lXa@PWW@~>wrGco3%MjW6kWhUsn6`nHmDlxSDDji<d!WdZbd7PL1jz)a
zI7%lfev%8<@yW|Wf0q`){fLXRy2q^KWL7&PbjkI@Uy~=ktdpOFN<#NF@7=jAYKpMh
z*kHSLOWfVvx~k0iunmYIc)+uLW7;~oMpn$@x#cK_4F|r4<d$~5Z?n%p9pPqE!kAwC
z`;qu9j;Q?+a+{e`rMV@yTJqPX+V91^&9x;@AKd@>qdG60y?AP(Dahwv+p>>`;Ty3i
z_cS*1vCr(ffpyKrMb%Zm!Spn=fX4G8DO8<Uq+@5u$ATF$wR9IfNSjFv2(0TeExaYQ
z1bo)Q6|H~(6eK=JoC6ZxJw_vFT&}@f{gD$L+oIJGa$?_24tsZsRb;eCVr*s3Vwq>-
zqiu~1o9BigWBnb78WUf%KiKDBP{Vy^VK?bR-{Mjze4$!6`Sx};%S&M_Y^_US7M}m;
zAsV5fPqD_{bQw|G*Go{a`v`?G$bF!s>F7n_9zo+?#71MZ5sO5yKO+c%QOijQA5M19
zm3HVyfEE$?%(~vp!RnS6z`h3w)IeG!DBvp(pi%cS;=+*-5_AR$L!S$V0YRcV##3Rj
zWaBI|RuMB5`cOS}NoorO)DD%|hn6qVDS%3yJesikaDFl%-e`)#x>2z@>M*oJI2p`F
z1DxKAh<Ugmtw~O<HtuqGD7yvhGCJSPy-<#1SFF*i(m4V26t4Kq3qJbTVXlpfUApn*
zJ<r_AQ>=<ZU@Nb`6|}opJ(3rDosy(*$MBP`dBo$p?OtDl>kOOQ^6Z!Yl!_0Ripdro
zr`$?PkxzbDV?I&+K<Twv{p-M}qp>9J{2NG1i<f03ruiWXcnfarF>~*ef*%fi5FJ?T
zT3!Rh6ZP3MtKc;ZmLvBfUrch8joU+y-q?A&wLJv(Bpw~Z(KmG$fCk;h+GO0>GHvUZ
zW`1<O_q04Yz0;R5`<-03eZzjDDgx3$c~=UbA?vOt$=9LQ{=O{t9DmG+3b9ilwmJ$T
z4`9J5TRM&xE@^C`d$7lP&^CP=o>}a+#<kh?xx>42gT5yw_2>A20hr!9NnK?m?<U2&
z=$O!cW*@D?A_@tG6*cj~$u8Wm(6Oaq-=ZvFe*K*LGXiH_^gK*8Hi)B<p8VoqctD_C
z{!7Gjqf3z<62qiW3uILb$8Nn88iI>O)xI*ji{QY7;6eb=P@PDZ0)nDAb{pkpwd7je
zzOP<;uscvNo30n&$-DiSLIcX#y_TnbfQ5hz(ZuyFk#FV7uDT{QLySI~MHu*{mt=hV
zB;N{LgoI{Y02jb0Fo3RGSeiY))Q;S$Rcg2+2(vD^@crs+1Rk8L)ga$=8rIYJBx!H5
zd{9CmSYeVNw*e|V-E<ZNE<EnfOITQNEs{Fie31lvMd3pHzIifLHLd}fWP9zKpSbK)
zYwZr8oAxu!d*Ns48FS5~x-;vHsfzWzPh2q`R&w9HOkDK{)d6#i2hAehCpWvCJTmSV
z#FDU;X8sf{r?eD6Hjl+4&LsF<{hoG7P9crt%Q@VkG82GjWb-E!PRKz(4c6660=ScT
zxx_p2bF1}>_BCJ=QH&|A%LaUL%4;F|ZD7VM5;s@MiN?iy|76jQUIO#(<GYbY$87J8
zpenSBK-n<%@L#qt5=Vmm9{CqkNZppC8ozn~L<G2%UJu>fm{xl&b~aH@ii!!F^Wbi*
zqyD}paPMsVZ8G)bw1!IAPee5w&d!OyIcQEsl2;%1AZ_Bv?L!jHUYm97%>WX5x}=AP
zV!zn!UJZDCO8NEe*1IaP?ZPlrz7W+x^vOU?HZ>eMwDf>$9)3MRiHMD}DJO*ktFEaD
zREO^F!Fxlat;k%L{QIK`J)(>NT190NI&3}{IDaOwNCMB&h5-~Yf5%7f$1V}qqYj(9
zW42Hqz$C;Xcmt(Dbd1s6hrW`o64~(AplGxJWdff)8^wXvFV-zM=CPWR{gTxyKVn#K
z4_Qki!yFGKMMyUSqhJ9bieesnwPMn}oLFSuJP?7$B0h#O5nJ!<XJ?h=l>sZ6S)JR@
zU)QC59K43DFab#WPzMbVvmw)$6@PVY3_#G)rGm{7upAVAnZU;3QW}%^XG@5dc^TNM
zsf;+iarx3OdOeQXAlx>5&Hv%wG3302)0qVMTHq(nuWjfY7Kq&i&5r(1KncXNK!{k~
z^mr^%zb^o!F)<H+1Onjd2>=>lp+TqU=BgXNWd@pHa*-(|?4F2oaZ+!o91S3<51Y^z
z^y8s-@K6Tp`jHVwFY#OTNmh*JmQm)@QR9<_@`}ARiZ^`g3XhcBFDW$qeQlpPhI~}O
zB}LzLv9*9aFLeixx$b8*@<P03q32`Q*A;nH<(l>It(D}8bo)NHV1bJDV#PbFGHK%c
zw3>M6;csea>$yh)7`Zw>;+aH=sqck9<WR9r4#vr6&twB*&$K^Xd;K($t@Hm8XC(%8
zF3@404+Hlj(!CZZ0G`jGJZ;xaB@hDqF1C%>Egb%h+CCKO#Jlu9(e4E6WAHiMo@_sa
zs>S}gaki<|)^7V&^P?S9N;tVaO?$>?C@4(Cp7~XTQo!SWI$WJ;z_b29c$dLCCp_rI
z99CH6PyoPO8KOv$WUdpeAk;m0LGcr2kX^@#$}~$$cP26OGtNdY-c~R8l)_%&byndO
zRN+<Vx@<NWvw`9}hMvDk<pU;DGf2Vv)TpIg{~nng6i__R)S&b~CVHWShyb7uYlHS9
zF=s9t*+j4?nI^28!rqOVXNHY5NBJjEVMp!)B#HH$u9u}F=dEY+sPv!Q7Qw%}oB~Wj
z<S$412En?@XJx#k_G7!+UUuCLo@f8DJBh>`^^{=$MFyBrnGR&%F2nQRLyw_P-@Y}w
zjCRm~74hgwKeqWi;A`MyDy>;ELMtG3{$2Ac8JQ}@I=15K;b)@0b?%WWlu>Ea)2ALU
z%WKNYMwf3^O-A;!eI0r9i_3$d;_s8!*3Wpc-x|ugEzD<)|9M;lv7yx~tHnLtZ8gSd
z$z?@#j!*BalG}5#n%j5XkIie$9>^vo{^6r<TQ01e>>WtD{JHKoZiT(t;9JEX+Zkii
zF+1BD+2PPZb}sgtbJdRqR>E&E)09iso&z~O^ys^6|0^dgBK$#XOs{$%{dYvrold#6
zaOM};OuFR&kWAA9wPRw&UA?l5OnBO#=O%!m^8`95zzLJaJp>N>3atJ=1mwFV{#dj$
zr#b>yX&U)|qC+Fk$Nhx>opjrW-lPqE%f#ppc?h9FLN13Dk1s$B6G$(C6%{F<IB>I&
zdh<bD@^+^PttMa5Z-iDGl;PC&j4mS_m}t#snK4FY<3y5Zncu<jB7nx>%!HQ5?29<5
zL*A<E)7{oHGuhYD-ebXW^f4A^YdUA;{V^Ui)MC`U`R6L#JUUVc&@|Ac%x78!y7vLQ
z@Ap^t(F;IF0U?2-AA&HKL7Gouvz;g!5ELLs<_XgB0RtrZh$Z+ii&n9QZ?qo?I^rQA
zNN!=6L9RvqeiF?0|71+WEX$HYXXQ{9X^4oW%{FGeQDBhZX3nh{i*hKI@`_@u3k_A5
zxRCe#0yFIToyQp^R-adq$!*^w40gxVwb$NQy(zxCJ2XDNeo=#t1(QAU<cTzA`ke^2
zitMo>&x*C_;uHEm<V##*n(3FSy1!UI8y9=ImZa$2XZs^@hddS@QN{c3<T9a4dUM5V
z`j5fSqm58oyCGitbvt{`2OcCfbB?XU><I(UNwtL1XU(NSC=U`%4FAS;Wx5Bp`jPpi
z>mK+cITAzKdCdz|5V;w^7h9edg4V`$-nnmR{a)Ntx!S39FOf&sTuh<SWueX|Dr2H{
zsX(kR<1uJ4Pj%D&Z}YkwKg@bglLCw}4%!f-T$dW;r%0^}J5Xi-uZHSl{7{vI#t&h;
zy!@mWk6-NOQU0=@zP1C3m~2<&MS)>8I%jp9AzgheL__g%`{^9g8{e*F3xDs83dmpm
z^}(({jca}RkfblM5j8R^p?BKEy?N?ZMEwR-FYk|0GHUqkj``#JT1akA3NtM9W=A%c
zB-D~u<3mub+FO1yULX#RfM4Ulq;NE7$h~mR$vnlT$Dh@FIq`&NLvYG^*kGjy798I}
zTb7bErilYMAQrIc*!u9RyG@ECZ|LOSZq!MQz51sQ6@WD^!DEj1bUFUtUy1(J?mNi+
z<CV+O(bMebpEwtM2>smyGT7%I6}`{;@$X$Df)!*A&Qh~?2QLKoMP0$^Qza3*C>koB
zvha5|23Wwki^xKhn0nN|exm$GORoW0zS=H2OU{XkgWo+2dQ*7J_4~Hjki0SMXEp+0
zI{X!8Pyg;U0qYL1efXCjO&_<&PN66EMw!%*753!$|AXCb5ulfY{XV~H-vrAy1UQ@-
zo(@x;{u-XjHv~ESG6dH&{I1&$AM_a7n%iH>7!a;0;k2&E4K&$2(xnz|e6QxWC>}G*
z`K9o{;1`*cR<y<4i_$l|lXTdOpvHEc*uS8L49PSvM#~JaMlfc>npXz3eu`d(M1KAn
z>Bok4#GOgF2nmueg%7efd|5~F1z*4747c3Z3YwOTSHS5}_!h@V&9Cp9F#?kD;&fv3
z)2E_GY`O1u%-W8n7g%lwe({wyU_`Ybep5A9;2db&nAD3C7U1t3e;nuHuXpdmCz$j~
zKfx$?KoqL+2&SQJ-G|qr^55JT^R??n<=3S}lCc}^4`;s-$m0ozyH}@>FD0lQHOqZE
zwsW3pLEi`mL)gr-zI6-g(Qgu}!Rrw2*-Sm|gP-lPuE53ZPp6mrQ2wi<DEnICYRxR=
z-=-(|VDyH3<{N;-U?O6j`;p!<)Up7A<>~j5AAfk3tK6A-1;|>7(#@JQ)GRT_1*ndq
zKRscrq>eGrJVxkM(_0c)6#(vu*oFkz2VRBz^quVh^Jbcga@YqjdJ{k-w)il(L}wpC
zZs+!SZ4QX;H^q`3rluJgW205rP7xTSK9TRrvCC8c+n`WkB*3?~!4D>1U3|659E>2e
z++ZiR_U>tww3QeuC0tLAOtWWktJG<k`avEIQYC>Kv)i5&Jt~LFC6FEV9u`%ZTYnnh
zRgY)VR#jJSQDI@LW@D>nWvz02Xgs{}x~A4f>@K?iOjhFFl|9pu=%6Qd8FJmYWw;<d
zL_>s@7S;yjX)LqqgZN`mFwxLQmtABLa;*^UkB|LgKu^KCJWp<)uC8fXD%w)$&TP$%
zK_MU_RtYdP)CDf_TrUPK7(WY`c?1HWP&})XlMYzLY$1ua>Se0&-_;k^LA0%`n2&%;
zPLr#>5B*{#2Cxgv5FS<n)P;yW2{QaVJN2xrigSx8Iwo8jG1FHReq%dBE++2c;CHc-
z$n6~f6W(|u?)mlCxO*v2*%;4vP?r&4de1$=@c!H8z3W_qB3F5bo|4bVUtCw@kePqU
zrmqR#mf&ex6uw6E6<nWe^Swz(a}`Rzv_6ej{Vhn-fy37V#!Mpf9kuMkm*k&Xee``1
zo6ZO<G}zxx_Nkh8{tk1r;ky<*e?y@9<N5$r?%@!1l$r?$ELs5eQD;|+E#I=ol1+RS
z8{3rM(G)5)EKuUOHPiTmMoDVd_M8Xr_gM@EWsZJ!`JWof`-ImxV4yyC$IwxdPq3*U
z<8fEguOsKF_5^rb<PakzTVx3y7j^gAdCEcupf{$_Qze_99W{(jzKU{nWgi&4j$4Jt
z#j)N7{(Zw7<)>BVNA+fSvV{TvJv1z7)OLgfHBu`pa7}`=o;da6ueFh-*gq!4;WF5Z
zw!?qZBKT!){joW!yt4Sq)@SKV!W7>il1<+wKn;<(HPF!D=W*vp_pORn07Z|16Thk4
zr?#*Fl-tYFmA@7l?H9^1_>7O2kVdGC`&x|pyy&*cFdTdl@Op!B-ag-efahN>0A>(p
zzy^EiQm$F{+E|CSy6I>U=ztV~>NdLFGtfIK%3^LC{9(-8#Mt<sXap)>2OHJa#`v|O
z!|5g0g<Hjgxqp^!j0IHvN%>l_!ez7OxbVW9)-b_BHlWc%AN?fXerBR9_bq!5R_GmC
z=%SC|#wHv1EQ+p*rzx#^qxZ}H_mHpMtFJAld05%F3P(5ctLx9`h29B0U@D~R3o8bQ
zaV@nio9f`{#WAj_q>|@rmJgd9bh6&~+is3dtq9F_>5LunJkS7XR3`X|(ze;&rD$}c
zUIY%9jp@4TG+m@*YkM5DAeUA?lXNOkAtE6t^&gt$p$#-7@FG~>Hj4}_V}*h>97Nr*
z8t)_*A0(jW2PE>T^h2m_^MB=)s0@YHBqwf=Jcj~@Y&R^5hvU+BGXQ=0&EUi^qk?-U
z+0F67tR;>Uctx|%K%SZCPsTKw4yXF$bAUdgJwpZ`Y4cHG@#@-u0z+U5sI61Vl>68H
zGi0n16dH!L1Z?l%3-C3Uyw|!9vgN!k@rfTUTe0*7&BOR*R~jW@H0UOd98~vxz9S8z
zU|>7wa`9DWK-_6TifB?a3a*Eu)VJt<Lif(-5TGUChRiW^fk-0?G&0-(+EkW9VFxxZ
zAlj|A=Rpf#xk7Crwqg@gQI-~HgCL;JaV{4&FjkdF-?LA2bqGf{UCkSb4|M>wVHr4W
zG?q5$0^S&B+Ix0;N-oJ?^?9f35pOd6Y_zh>O>Vg=l`u8n&vetD=TC#qtpTTcmxBBC
zGl|XLjhm;OZ7iJZ?A<0UpU>GWOqoBZZJet3{Ns`9#X|4oWH;f+=Sf?Im&SI|;{M9z
z1vcb`CWj>8lXvxAfDqbme0;U;+|#<_`MIWsxi76r*AuD5tmWY&z_js`?N*G$^9;+W
z&@`(lTBes?4^C67cmNrOd^*sVG1;_1vURtgt)~Gk9){sUCMd6m2BXfNIF!FX#U3xf
zyGD*e+u)LZsG`lkAHr}EwMyEl&|ScYZAWFU;@@_O$CJ#~O^+l28YV!t0e?s6Yh2i>
zyH$4F*m?%Pz)OBnM);g9ZU=|@MvWcr!3qiS*(LX|^=hiW&nB~XhV%k(TG5BWKDF;f
zap>J^;AYpu_NDpvK*8hmmNqbjBg=`1PQpXu!{o1F{X{_I_QUgRG*XkkuNXm2A&?G}
z|Ic8*m*jIiQj>bB5|;bG-r~D*@$5^!e>uMXPy@u7(-Sj!NXJD3bnF!fNaMnclAPb>
z@8RP6?KO9K7JUf6v(vwt2$(GZ_%&8z2i~M8qfbu@i0Oluf_%PEqwcF_X0Dwq0W^>B
zaVxSxzWNF?>>M!i&36}>$9~{xfx;!pA$aV)5%Qw;cybH$YhbhDujB2f=3h^m!b25C
zwEl`~5@{&e??VwWM?tT0Prn5oK(!H;?9qfb*0US42QKVYjq}8XDmpH^NeLo084AQc
zzUuq-ciMh^lH@g1va0N>QiYmc=h^%@F0pGn)l{KaHf23xXER^((11`SUe%ir|G8&S
zm#zpH3O&93wmZCSHT3sG=r}S&q(w!a^)gel5(YubXTCHja2ED#k>h^jmi(?JN_KKp
zN@@xH2E%ry#j%j__B9astE$rg%{)H4sIM|rI~NysMKW`6#Wj40lyjN+Zp=ghW}xub
z!O63PTIrw`m*B72H%DbvRmsn}kR3JJOVbWNZg1P~NxGb@8hVZohooYMWq)WR_|NF>
zJ`+UafJ~)-Z|$X=nkNCOmM9F14D$oP@4#;Wev#sEJLorc(SC%=zXTW04Vb%KT=%i}
zOzR>EOQN_Jo*Wx7sfpU`6`(dPqUuo-(!uqoTM}1>&JMTSQK*$Rq+R35d%`YtyZ0wG
z@UR_a=fAs~TuM3IU#14HexfR&7VddAp7pr{W3!!}uSn$S687hy4R2~dao}1i5BP37
z@}}i1&y&9<K$lk)yNdk1lImv0K*V~<Hg`X!@Clbn3J<B;FMs@2_INo(W|gxC*+1s`
zXnj<s>M5sx!FpkW+2iX%$g&mo7N{=)dJf75#4|z&&{SrM1|1%80_G#3m+0D|4}p`Y
z->Dp0w5<a{KDrXzo#CoI#MBL@g=$X1PGh4qSDEs(_`-pPtEDDB?giCYs1mp?fDsez
z>p&Qfcr4-E#yPyP<%FFX#wtXpi=N)&x$n2Wi?kzK4)+P!oc>=WMTZnYKCVDdHcZ?8
z=#Y*Mak&-vg4d?b)BDX+_;L~2w0yei9f#03qZAV25eEkbGJa`)3Clr(E;_%o04yi&
zUp#DsnP@ki|G)&XYnkgj3j>Z&7KjLhS@XrER&9_dF2KDTnZ*;KLK{i~D-D_UKtQ~G
zmFL@8(UP=|1WpeY5Do2z_urVzE{iUZfKwE63Vx-oM?{}u85*l@d%8<aOy@I2yvm-e
z>aZ%Cv8(JgX&8L?W8^{8m~CA}mfQRKm5{#a?V@d8BKDb&K+=4zltLa8@4z=?wi|!}
zzq_|0t14GYs;d)|aH(mC`@0`tPOwfL(4>TM&@k^qS=vI>8OnLRDD4kMkU+}%)$83~
z9_Jw-5paw?s()y|5*!&2dtxI=P`_VO?&~L-0OUDvmFOgXl#*P9i7{fdA*7^Z$>1gU
zQv4QFx~UJOYBz^98QBF-ra@xyTyqUW@uC#1c<R5lk}t}QZOx_Yc)HB$OO6qo*A%;N
zrT26kA53fCjRMcUwUjw)Up_W~CX_aemseg<s~yKukEWTxH&;O>tHu;P9qw#$$tkbi
zmdwgP_oqH6v4p~>(jvG*5ir+P<53o-wvn+3kzeoM$S@G4Y8gz%_vGCZOjb#<2@)?z
z2}k0H=+*xx4hR^P?SIX;VrK(xDoO=j=G<J;Z9phelu}ldx}lTb|69<E?YfYt%)_GG
z+<rY0^s-lq3v2=2F@fa_#dZ&*pjtk93I;<?m(4!9haA5-1ZphJ>jdb!XoZQ5#tT}F
za;WLvR|gVZ_FSh*FN)}~5APsw|B%&_&^r)vveH_BI_<f@YdODu^|(N7sfn(Mj%Vbm
zhA))M1l^1HD&O57wuH*DZoyC&76Q-N0hSB8Jkpo1EOlCZ5f;ql8%O8xbQl<P>?-*$
zfW8-ie;B2OKp^|j+T6HL#TJEI0bxIP@~_|AXG?BD`l)s%uK7Dwv2q;zQF*74{ky;K
z!Q&x|q5Ds~%owT|Ky4n?NeZ@O8H+#m_q)<I%rPpz$HXB-<xonv1~n&ux_C0xc}U5-
z=+nnVm!D@0oA~mju&&|e+8)tSjC;^cxp&!z1;l8WX7EkPts7b7Y5V>0NTF??{4@LS
zY+{msWW_YuFPOqwk66*w%ao+NrZ1gx7n!cpvCu3OB$4UT?9I|`^n=wOaB{OMxj)S~
ze;x`65^)-kVDze73q?zHisldBrDcW%WYKEhXhBMnvjmv<2>(<2H!;!b-HMnX?j$Or
zx@8^&AZU!KrSn_aPnu$0LKt}QTVCXI^cqqH3X(h|a3UHj1|W#%LEM_%NPQT;n|gXV
zI4%fQakUK4m;r-}r7+KH6!h-9RiJ>;z5?MKg<QExZUNrr$INeK@#vcqe7Z1ga-cH|
zmm<zj;WbJ$zM|wDK4_dBFADizK{PHLNp!1B`2WE@L7Q-Mo@R-U<SzjIY6uPhddXoq
z`gysbDC3zhfPsnq2R1-=|6<90A@#u`e=PjcLzove#NHZM_`kjb^y}HVY#ey#FJ?&I
z6dgG$=eo&qVm?U$2=s}xx%XT=$w))QAVK6os&uJMUa|42MgGM^H`T-^d<y9N5lxMy
zQ_Hap?_hHu($u-cYq6Q^{TATE!hps?jZ!z+{Im;&E}siK^WEgW{YTbUM>X{a?8AtS
z&<zAZY6DS`kVd37N)V(`x=}(9L@7bWXhjj}kQR{=L;>m1UDDlMqX&%bz2Enb_x#TJ
z{pCF#&Vj=n_dcH|Cxw8bons}xS=(^0e6z}I-G(kZa|2sTBj*|2)p6t9Npro@+%m@(
zxehPl9n7BWS8UpvYCJKiP3!ty*Y!K6z(-ATq>s&z=3C24dleC?S7a9ALGfvg1=^<n
zG7IYqYO<<XXtPI<<6NwkFuCDDk+M>oH#W`q#kTxsz3oO7X(mJatdN$3mHutx%chr)
zb=>@qu?hEOD(gmmA1cl5Y6f5YybAv-_3v!fc<f?n2LAEXUwV*^j-235bzoyHyxdIH
z5x%?Q=K1p7;e5jVt1bbT*j3=4w@dS@_hs)lj8sw4F8ZHJ@j+S?&9^6B<$I6C&&rRT
zpVW_4lIn;QdpXos17HOd@S{DocM)vkq(Lm^GZ-2mHhi{`^|SwBbpz{;4Q=-6R&(7P
zR*7Tx!mD<#W<S7k4xpCM#y{X!Pf3Wg@cgV)#}A@Zkj6`8;arqE=v4@$#q}FX9Uwd0
z8Hx^Di)pfU0QXbcm>Sd)zEi8vw&}ihyx#}EBlAe{v6t#Khy=hcJ#ar<MigeH-U)ZZ
z$w<;uy`u1Zi$C93fa^dnQIhz}jmAA~Xn^0_dG_HOmLLp%bsARKSkj3+YDD_C5t;#g
zW(fza$>fyA_^=!RCf{Fa@Q-`I3rkJy1nqG&@6ayW00?i*(77~D{4RX~sb=VME^YH-
z*M86Y&iS`<F1t?TV^6fCuiJl*#Ka`@U&I+;{K1`*e~T<aKLacQi6_PAmHE}N>dJ=M
zn!{tFe97_NyL^Y!-xjj{JF^m1ubz+&LTk*}N6!mnG(K!@kBYskH!GG}TLuKa7__<;
z%cU~E0t=9HBG!Z$iaZ)61))9g%z442D_+cF$dKm&OBdljaNRxccVG7u{A1pRWk@ag
zKTqF{2Dp#856V5mNEJA=MQmwB?jf0`D2OKv4TFR*kux+SaeFL7^>g?s1ztGUaYK@}
z0*(|X`j29~`JYS2Pu%=fZjz!;=RX1qX@&Vt2=~*(57m)Qo_m@9D1K;`WykZKo80g$
zv;JHhpAcaponaaoGm7H~n`1>rwBIhrV)ya0kB*y==E|f<dOUbe@&I~e8UEp^ziH)8
z;VpTjOWNO=ce{z5Yb1{oPkeYo!`tJ%Ww^rm+6a^seiq(fUVUW6GIw@(c8K;rEY7g<
zyX=b;wnDF-xn=mD{}$KrcR%XMRgNw3x*}g^N6ME>ZI?;#1~0$~FX*}xjp@t|T*-?=
zFTyo|(RWv;pWmgy7O=a7MtPl;j;F@r%>-oyU|J&O&l^u?HUb6nEo4g*)Hpc-beM@c
zP=1&qwhUJxh}=<*PtNK~iB0S!G@Ey!2lR=`w+X@2^1|OLSU>?C!yx2*B}45zyoFXX
z;C~?#;2SIj--d5Tyz2<{2eN3t4psRGS-e)C|JPo_>T^hEf)6f_Itzaro-?@O9QHcU
zi%-y8H-vwa41@h!npubKrBM;jMg3*t{7G%;#qxc1%eS*yoU#LnNVE<kHZFEM0C&99
zi&aLE)7{U#L^JDCt3`@qh^a*fU=BG0Z&(MyA2V43Qk#zgMS?D^2c&TkNS8wHMi>Kz
zT$O9j6d|g4lWiYD)dvDPjK;Sft7A&XfVc-9oT>u_*&ORv^D07M5O|?!T5_V5!|Ibf
z@tk=e8TZA_siRVA)3x`lnE)iDbI`_1sH{41lFmq4t}v~2YbH09uB(zc2xYkU+E3P^
zo+}TH)w}O<g$HD-WQEKvMt*-Oo$oAH==hc=?+kiqmYz0s-ZcFbA3j!QIvavc8uAy-
z*+`oMdfVNTzVi_juah&R3aGRxcH}vVBI!thPg(RUBX#E~PHy*Y(#~Vr6(Tg>Tw>d9
zd;+5Tf+v`(k5krGf&r8PQmpEy@xH<86D|Mvz9LCvnPP73517Or93GKZGZ*`a(>;Wd
zBqLM#V|}P&j4t&N>E1on$1u(Nq;ev8IK%4#Q`5VgYZl<s{pj^~8nR!Y+4o~dbpzWd
z68}_QutM7Ju2G&Y!f_uD8jcj&2HQVgW2_VN=s%!HXj@RbH}_udhf2M|tn|SK@d`m%
z<1bo0=s!||Sb`4+yz)$4XaEb}b=tj2LS$1ZNOIWSNF%|*QR<&R#nGQKUclbEbRZ)d
zk{NG%0f5RP(~iY{+}vwf;^>{#W#ke(<Q^+y0HFGYIDFv@lNN@1<x7c*n*0d)7J`rG
zBUFF7Ja<WfgpMbcx-$zL@T$LP>Zk7GDl|5MA3cXHO18ub_7syYR*(a}fOU3}j$yw#
z0uO|nxd_U`+O|leH&CXHKTAJ5(ja$UpLciLG+c|DJ!A-WLL>R+C@ggoa3buJK;ssk
z6^{YfLmrH})?-vw=zZbZlJ!$>{9P*zCH=P^8eXQ=&a-lMmgz(Gi%E?}`n3NUpI5XU
zzD#TnIDewe^|FlOe_^@%wd%t*$4IStn$okbp^4)*rNZK#m7ga}XWbgX@hhL6Fl$N1
z3(Xc(Om0#UH>0XkRLS@LQIon>=Tj2Go@g~PU%}k+Ea#lv9R2X2EhYwK^JUJ$cuR?y
zDpG@8lYgp^pt+SYCLyFkirmp0b+P#K*6yOrQz&vwO4xMjkK>iQ5mdT>aZ>$1rJ<tC
zbQkWt!zIx`7654KstZt4&HPEjA_<_w$hFZw?%{_(fT(GP4jX~~1fGF~giK(R=T=O%
zcG^rWw_eWH0jvNIqHN@+VEi>Ah5^z6W_oFRYd7f2ypTvz5nu+I2Lgm2)~i|L!&!h+
zOGW8*R(;A4)&eX|i$ww`Ktykd_Sf@Wxa~HFEYs<=QIPWDjk4yYPf{%|wBj!U7~TVN
zIgh{6n~%yZ)X;$6rVfnjs`dH&bB4)qZ3HhNI(!^RV(~8{aS(_uIN=axs(}Y+gdd93
zllDNgtoy&_u_BUc)(2B-92Tq*5CPbuSC|V9XiJwri2&^z1~Bfc7`O?y!&80>hHf<9
zHyrq=;lE%9(=P<jF{1*5{AtGVwd$`hAL_3$=X3z78!nTHwj(@yngdD;1JNqwV=Z!*
z;cu9o--S*BiMcP~Vo$Rq9&SctNe(;aGf)eBN4$~Yi!e>Ac$$|#vU29>+@Sp=v4nP6
zAo#57-2Yjy<-`vosT*;<51&Oo8gbSupBm=$>gBluQ6U~EHEVo+<@xKG)_Ygie7kq~
zFO*Fh!w!Nzt%RoXfB3;4DP{Eb2fv(|kD{8PlA12Ju&tlx{z=Lr=PV<y>UM$9)ROR=
znbEJ$fSdwjFl60>8gdksY&sWhI31i+44;&rUrcRMPZFBxKz5OA-xH)btp>ePAT9rp
zE*59oedYbvfI#~urntoWr30lc6w<P?Kw$*std*KPyC?8pP_3=Ceum|(SN%-+WpA*V
z4VNX=*YTQtW?uE}8Qf$&U?>{Lw>4^gMb(a|(t@&JZr(5D=c;yW$D%YXWQDzV>i^ZP
zIrq=LsJocmxmM`CSDr5a!&|S;Z+2_yLXo5p1k?~T>%!79I5*GzzimZ+`6;Ycqi6N$
z#J_hlb&$()4&ZZSCog7<_fEqv0$BH0co07%sV8lYNYb-@@05P9BVe(Yf{>sx1mD#l
zTe#2hBmBa3HcO7(Ab<R;W$fphU^K@wNiSS`GjM?fsxFS82lrTOS=xG+F7N-K{%LT<
z5{Y4}4q%jg?CFeeH&Ffo*M3D1LE#se3P@W+fQzY*5ra<|yU_%-O5eRC*q`RL%YNC!
zURXt=S!ZZKja%}($d9}JB-~Hvos$5Ga?(-`xO5+gXqn)Z=PDg87U1=30LA5pK^?tA
zmt|~HGM@oQ0Nk<Rm{Dw+l{N>#mOyrH_5a4OI{q())m$^jIqB)@z7~(+OuWb^QJq2)
zsVgkjXAYze;4=GC<75OJ+d{afFa>hEmEEQJMVi^{`pnrXHoY?Jq~U@8{0Qcq@X_u&
z+qsGyv(c+RP0RA?oYESe+nBt<+6a$r&G`DRPMZt;ufQY$2z6R2Rz=_bm^|8O(DXMZ
zavwFH_;k{HXSmW|Jm!*rCYK|bg%66b>g|@XnqR{m>3w~7lG?adcL9SOlpxD=fWiS%
zGxAX96mw_^o&SPP8Z=um@=@+OAa5}_xS?=7L!clEL1Oo8CDhh0<?7Jb3;q+MbX{5%
z4|PT0-21nC3c=)fZ595lHi|TN2+u?W*nt{ns1nxlorS-j-^+blB0|C`5R@zSOtohu
zJ)8Yjqjcm2kaR8=Z=L!-Pu<=-`g-wf^Q<A=?{cr-5`Xc+h!n6;*I;?Jj{fP7``o=p
z-1!$zs(-W5&mv6R*g0&d-CxxysrTAyO$_i~t#V8Ep(QR{=Hw-#S^b@5PoV<U!LG6b
z3vhm(%V3@c`UU9G%)Jsv1>kA50AEFrxXlv3<Z6YZJ9L*`yftN801FO1a}_pTqho#_
z!8C~c2Kvt>5CdOcfSO>TV!%>f!~-Vs#wkmc`S5KQPX0*#45Q~2T=BOw1FZ3lO52Jw
zC-a%M2SE44@QKpS(>3NFk}4IFrt2=E1Pnnrx6$~S#FNw>OYtVSVEOgJISnGWV`Vc^
zBC8WPGIaO{qJdt?C*zn@Dyp5A-l>uLh?KP5+j%t%D=1OAMkdPCG>2l*qLa+lHV9>8
zp!FHF+?GfoSv&vYTkfpVX%MQ^>1|2Exuh;-NLc)+x?K~L_sVV_-tO7^D_K`rY{Qhd
zCHD{D*;gsDu74pmQYN4vl+qaGhzLYPrYbK?iuS*d%FCBrC@r5s-{-VJDYh_-`^Zg2
zkROURWJ2*`jk1aL5fIjjxa0K}&>TW?xrp2uJcyJlCr@+iFcVb+o0hi1#;bg$D@R41
zi7tG6Gy2B$b*0WaioN8OB~wqP){5B6z-kQSHa{|kN8r6L<g#AM<hTULRZ<Zbl7S?X
zW#7wZ#4ObVXyQNid$}XX76RC$DOiQm_Np-*y+RIuR;Y9^V0A-N{es#Mxoz)cdqwcV
z$a^yN4gpn`57ZdT!4m^_Ourwe2vo2#z)qvj5OdOPUp<Zl58o9rIQ-o6W+co7NlXtl
zwx?${d^YgbfhM2GsRf42;aBC;>YSv~cU!_P&w#)^M#rZ8YiV1T&$a2ntz3DPImtuG
zf7(3MqNmYZ>6-4O7+!7fm?RyxUoo6(t)*U!m`Db&a6|I-kJ7n+ec{Z?(m0B1nM%V}
zyhv&`%~ft&5eg8)D{9->kN(x@Vl*FGCYNIYnneiz7So=cY6UoGrPH?+QnqDc{x7*N
z+ZMxlv-4zu_rf~67&$nZYQ3Q?;(a>_%A0g@hxPOp>*;OQ6W(?2tmkVvUVWoGk25F#
z|3cg670xRzD`gX1w|+CzIS5?udHScX&ow=MN<`qkw7?irp#8o;-rJ|zD;9@vMt#rs
z`6)g`#gBo2t3coW3<xIysh)2SA_CRbd(<-@v>bhFIkGqOF^WJhXuYyEVuUoTT2ljJ
z{)ST60&$rFZ3y`2)>c|IeYZhNB>~4eyKwz$|4edoX?H}TK|rQb#eAFzy7~o;FFu6h
z>A1g=#_wL))-Mf#<1Ewkh|M4GAtFosdQKNUp1}4W(#|j?YeeL9j75-Wm8R567%DT;
z5~O8?$cZ*yf6!R;0036k7+^Fs`9<q@zS7Wi@}1;;L93^vCB-Ct{SqT{-%i_7`=?3a
zYqO$fyCAnm`6YjPte#q0EZ;4crKNvZXj+_h-zxrn+;)%eM)IK|qHJ}gw_jD5UareY
zBKyU|{2>#Q`4c6@I3Lin)??;ettZcfBv*FoyRM>-%ifYwM#HYqnT}RU7P~r`j~F)y
z&RZ=XRv0~zOiYmU(Fh7{#ej6=3Cgcj{c_zNxi%Msd3^{p{_F9&ofZ%N=*tj-pc?!o
zHc(Mial=An9?m8|LT;4YznU*vQ#f#_<QDFail;y>|5|0Cm6x$1L;hWJnm%;@Me`H2
zg?X*3FH6$|bikng1>SEM5Xrz+8%7Wn)2SHTdV+uwlK<FdqXfoPMN1D7;wEgp9J6NI
z8o(4XNA(LR;svlzZUI3o-tuFhNSQ9xHFFH&8qdM??3V|_5Jf>;3-z0!BpV_HIspe9
zCgT3_hLF#Fln)sXhT*M&&aA6I9BbX5JOGg}08*xZJ-}AD2(%EM^S{}RX7LlWq2|@>
zsWslZa(%$*=coaD6a)n1H8cV`l%4YbGks?n#)k7N{`wRC<Ca@^){!Gq4-&|+%JFyU
zqv+`0qnNq~%0TCCA4}FM%QAeJ3UG7*QPUeCSmrieQIc-NEu3=tPu=1rVq;F<+LLeB
z5h_{wW+(<&90^+(ecVJAkhw@C7oosoy1}LedfRR`fNaU9zkGdlH4w#gS62?AWRl$@
zkV63TB3ZfNyg<YhbMGb_P<A7ujX0<?<rFA3D%^KIsAVhH$vJR}FE^xZ(ALW{pnUVe
zx<1>o#8HHg?Nit7*s|7a=ie(r?v5-~Z!~F-x@oTn$gRe6bp!KA<?Z#~$E&`#lvfPb
z{T!~VFS35;yAXEJ^l3#E#t_2OMWgESQ*cs$V?uvr!t|4^D1)Rf?3S#5uI!8MOoVa#
z?!hJUWVflNSlogI|6cKVMUqJwRfYZY)uiNP(T`e-x>I+x?>faw^$ei6T{DOJz9y$P
zzTQK=nLE8WnVpPz){c=HlC|72F*PgeIM7b`(~yyV|C#jE10~Ruoi#U^64Q4bmS=ql
z_KK@EG7o+Gq6!G|<*MokU>hfAw|MsZDR@eOb%Wqjbg^s?=Y};qusjqN{A4vP<Li6D
z#0TjZ;T%e=)HXNfke9uG1Q2og3f9n!D9<$39XZi|<PRQ<o=vE*Xd=!_A-2>yznE+b
zPJ0aJCi01g1{5sc!|(OdTcuM$MBjRH2~u`WuQO*d{BDjee0_6lRgGK;Mnz6(d%o+{
zQ@102>fPh7dT<;y;pU~ZTL0|OdTrXfX0>6e9OvG@coUex<)K~-AHymMV$gV-IZ&IX
zVzdlo8K#L2*}j9fAvNh-Tqi@K0;Xlb+Y6n2cRQ9WlJ59@&)7~2P$D!#6^J&z?-#@2
zP+{PL1`t3865t7ywpZPnIWR7y1wQKi=3lO#qg+Gf<SM9uYays3O0l+{`GD;A%G6Q>
zAbHZRK!1x67W*)dSltv?tv-T$u-i@3fcMgG`D9kqG5oK$dx~~_pxKuLVA+0l`h@bJ
zt>R9J+dB{c?j^g&=^RslK>8HOh9b!V@Vn(z;ETckuAKLVFY96jE}OL$;Xn0Ar4sJG
zPB>aU7|VOKG#y}k+B(edGl(rU!Uo1`_ZXh8y$)Wh_?R}Q;At}kG@rb-+D<xqvvuSr
zep4;1+PmVu_Gp|p%kprQ0d4W~O4E43*o|wU2T6ZbMv>TP!5^PMEH`kP7hnaNfUbhY
z?#!zJ@TMg=D??Yni}W=(Yk2Jf++Dh(jS%VifeLN3bOvtlTiRs#*$n7yH;E@}PcDPU
z)P#gxmd^0XOf6w(-07Hq7h2;h8h1v?nc$5{G#aA%1(eh?12c=CZ~`xvtsu{Ux?fwz
z-IdbqLYs-P=HD+>pU)tO3)JV~n-@{57gWJew(IHiJEWmSb|f6Xp5c~Gv`R<g8^&Ie
zG6e1uJ<m4hgsslES|drXcc-oDr4Q%wv`I&u@9#8_)@v%~YDnj1>%cl3$>sWG^WaJS
zjO02z>^*w?@j3ip<(wn`wn34`HDLS@bryWn(mD7b+~+;>rE)emzh&g1@Z#`1oaa3{
zA|fVKO})AK)<Ou1EC86c#pz<9yz6jBNy@GN_UiG#9(Y8~&0B&2(St-VP@Uz-#q(%=
zoUY;wvk3Mm_-I3*=mLhqZ9B&!|N02w!K{Adp-|~fCHuxqf80Fy?jqQ+zz!Fzw9#|`
ze!{i|F9X)SR7sg&lCHG~6WgcOdAMN00q+Y{5B+$d8_sa&KomA#=!SmUSHs@(a1T0V
z1WGY3g<BnA?a4);FiE-3l7$vw-uy^qs;mI)XDho?KK!WxCMTip*!pO{M|ZT+LcZq*
z{<mWf^beAvKS|Q{-!Qz^{{*gRdJ`43^n>oIb&(HSAdn1Jq-bR^R2X2SUt%MYgKhAq
z(4+EWnP)VV)-;T~u;)>z<qdVZkhYcz6l)e0j~b25rsO<xTj>f^fFE%bN_zxt)v(L&
zq9kUS+x;9iai$-YG0?AjP}OPcrs?tKcHYsr1;xpcp4qCs$BB#nZZ<PNg4RokD&)Ik
zLm57^Xu0&;(ciz@-c1MI|J@;f4x@c1m)4D>1L5qhenpb9{YGvCBMv%%L5=Ryl`P;Q
z6Xi)wCFlsgzt{EL)512;e6`eD#XZj3{M(Io(D}&C?RauV7{R@Hh=dAgG57T(kQoKa
znk>MrIoiraAWhVLNOytSSt2=Cgyq_V&V2&KDT{yOr}Bgij6|sxRYObIoI{_SZsUkm
zvb;NV?bJlRJ@iFg>2`yHN9A-w)CfzF@1bD2C)L~@Fw<<Y?%l|C&zw~E>a>)YT2y=6
z`;G#;KnYEv+*Wsa+wtWr>Fqt<{%gSZ_{oTCX7jzeS=y#W*f#u1v+sLgS(5kJcRs^n
z202f6b-u-_Dx}}8(WE5YZtpO@w*iL__olKZwz>@>T|Q`DiST^+;TKrt4p_wm#G^&d
zaE^7?vQFB}2bQ`c_*nfEamo^$0gC$+$52dT3zAZmlFAhihF>fIV_A&iMPdz(fA?xH
z0@U6Y$u^&ttzjd*FB)G9%a^ReA(+4_)~sb(ZX72cTIW&e0^C1pw&+y?)1Rj3A>DDD
zclnbx+E`_;?X4an^QZ^pPsqXz0>$q`?7O#@@n^ZTao0tTuWpUgBu~Aa%j&-*DLL%3
z<Po_CrjTSSJT?Sn6wD=riZU!Fgc4gCNwx@|=X(L8j>-=U4|y1_#@o`u-(nlA;VPc|
z&*g+8QFd(QA<6pnH&(5u@uqheyKNU$z6{bV=)JPh+h-7culH+loYFU2UFZuNlSbh~
zyP++Ej}I$bzkadrthlxEz*Y60n$uh7X9+d8@8{%8m;5gKR#H(`@;$qf?YSAMPWh3h
zp3S?LFSVXO4VA5vXnjJDZ(QJiRV^@WQl5Nv#W%ND^$DP;oDDpg7_gWacrrNf#1d)&
zD^?xRI%5_A<#eUB|2OKRzDfZ26YK#vfAmq96>5#56j-(%Mq*9A@+odI$@M~qS$VNG
zcO9)!;ntC{lS{_2*ab>7dz8-umbc1gf-uM<{g2XjP3b9vSoqMeJMHT8w1v~ifSVCC
z+^{H>8zD!?4g(btkTPIC%=XZ16beKSe7i}8AY!(>aJOk4dDW#0u@XoaX&yu(v+7K2
zu0~22vXvP=goslGyEKR5Zo1Q{3;IACr>FQ6VMz<}G0F?Ua55#`Tr%^<JCsP+87ewh
z#^R@T;u)m{CHv=~`I!-Z${<IuiywA_UBX@_Un3(li!$gB3X7nxniMk1LL>0pq37T*
zlr@Rs;l1Ol;%7m|kTxV1LVxE386o-=4HGpGaVaI|2s%Pyf6#pg*@gnE$k^5#ggXcI
z*<0p-<`2}X+iz9*D<3Vd!&wQL9_k_?sKChRsajx@>qh%)Yck;1ife^3DXDktff}wp
zK0*)`ldNx&ldM_DF=Qmf{xMVx*o?yiKSRe86OU&JkH6fCb?CG=5pzl~jJd_^(AhE}
zrdMGecaudQ1k9t{71X7rd(xy-UaEeRfAD=beGF|*QI}xJFaE6<!{g2r>eQcu-`&b?
zq_}>+UQ;z<<Mi5e${<EYKUUU4N*BhY^d@h@uav22FmYkK|ILZR18|u>B6uQtIP2^1
zf;kJdl!rd`Z<N|NSj>eY8FrzYKyi<wSBtaXTZieJ*7fhfp-BRL)B0hQwr)ayP;qdl
z;((mr#GU%pQ|d_t)?I?*pNkfsJqH7dJcqFQBzAJDS1(^}6aL|S*Zqyzf-ND@(7fAz
zNX|Wl2b0I0>g{UEuJEfB0TSaU`?^ziZteh>%a*Q%=@05C<~?g&DLK!ggt_$W;h9fA
z%Tk@go%24et6wwNYNdl=LDUt(+R%UIDO|O3vXr!o=S{3{6sIS}-dn(o!J@w5%exi%
ze!QoZTIlk$=c`*g;&a<cmtO7L!4|IvAd1W_OYby4pDNyLX<Di~l+ZcpLr!QSTIxfQ
zsJkuot?*N!0Wv>CGKnD-zKWi_4;2?q-%bgj$J?y&QbSsH^V`)C>QpT+UL(1ZNc#hz
z4Yct&4Wap9@pE?|Tm;Es>JNJG_h@<Gde6bro&{H(sA!Iv6V}egQ8l$nIl1bUiyX6h
z+3KUf<*6LaIWDue?*4SkW*wryTeTNzf6#hBZ$K<{<LH9F+~vk&fH)WYq1(=lOOHAH
z3`Oi|=Q5qn8AVU6kDb6GI0nuNBB!+lt`_0xFcR)k@vA@Zq)b3=rzw$2!`I+mQHSU7
zu#%UYN+*Fto4|c2o$mSI>*wDuBJW~FN|A5;rDlm6(l7{X$lz=0)hw6Pzkgn=9;AnM
z`?2)zq#*0;PJ*j`+1;$Gkxk9p;`jS-usNh386)V#R{m)Zu2f1QCn$?tZCyMICzBz8
zMlb%l-A4|EjVW;t5l|@$zI%+19!+j;HT3@?b|{#YsGZiq(Oa#+#wD@wP}H82h`D51
z@@+obPAppLUDFJ(JLA8AC$WV%Or}|O#g9!3SRMp)$Y1wewd{p%U0QV5%J^5<E^S=H
zorO35K~dgxyZx>GaNjw8CTvD^%n>t=gVvMWitL~!E68dXS3o9gkr@_2k|4nn(A-62
z)V^4{fV+aH8peI)xNUZZiOQTZx0cmu^$rJM32Y;Ph^@SG_!)e9`D)=9*>JLeoRzyQ
zf%cR3HeQhY7FLlZvsuK248T#gbC64_@>y7Wy+$OovY=%=Kj6cm@Y>7Sx+S+6IiKyA
zN_5iFS-4m(P~WB!%dKB!6T@9XXdFYTwC3kTpd&ses6FhQm!)L@hNpR%knY6BU^wf4
z^L}wi;4u{Iu4n(3k2cIoMZ@t-*+pU=EKCYC5HTjfb|Qfx;8MNDA3aINk|Ceri`RY;
zFj3WkP2k%xypx3aPjGXMTr-*j#rP<^Vp`Uyz4M<5Q;R6=jKZO{jpMVo@=Nf?-}NJ_
zrk(TE%bNbs@%d*SWKl~&0)AAO3KTzGN8=8l-{^ui_(V)JO4G<LDY#+tz~}3W4up~)
zqQUuh72Kv8-TlfleIIH}$vqZ?Ml=$`U8s^p$?a~ZKcG*xX5&q|2dU6qyz9^?Cvr{H
z2j4jNdj1SN5B`b{yfPgYKrI8J*kl_YAcp6ihl{;t43UogrhhF&AgJ^@dnpy@GMI}W
zA>s?;3nBxN8;H2WsQa4cA;7RI1Y^w{qF{x&i@0mZ`XTNi4tk5<;O;(@S>|<oqrP3)
zXmTu@U}x{66R*_Y-RYAK-p~p0HW!nj&IgB&d^Hn-INO?LCbQoaEK(f&d*(Fp>eX2)
z0Ld8n1K?I?dgd#g;~xw}nXOcU(R>Z8CSG^5k33X5<8ih>{x)!h{Rct_g*Glqhd;ws
zEo_#mIDXE9rIxLhUUs<RtJt7O1comJD<j$VTSKz|{{V+|E!tjl2)B}pMDqpa3g{o}
zTq=v+Ck1_m6Y$_&r}^IfsrLRA__*064`tH}o0MZ-l9kop6ES(h@Na{<T36}^MHm4o
z0)-oc?<du>Jfh=DwK$0}L(*|qZJP0ci#yA|D;cR+lMDd>$JFewjrneV{wupbf%9w5
zt5?`+2%5XF>JMG^J-BQRmAq_jU32y`X2HyV{t;+3z1HbxsiQ56WtD!JI%Qo9s;lo$
zD<T!GE%<ojyDo#Vs+Y}X4Z!*AZeP{i(fYe>OK{NW9vp^L358^1P=V<A1@Ja7!U-e0
zgt8McPIZu*bugdv?ms#(S;gB{_@|eCQP`q`TXAIWkS%G#dU<s($Bs!eGK4xC*gMDU
zd%uBjF$u3lS&6c<9}4?`f65Op%nc!ZqE!7z?;m_<cAcL~*?z7gPuV*|DHY%e0`MKr
z1{3{tqz^;|W$i;YholTd2fh+Q0DY`M129EnV|8OgAA9pRAEmkVgkn=Y-{!TZEIjV?
z%(F4yrB9u4k}!$;h=v^iRyM;TzS~>^h!9)WuQrB!g1X;}^`<;04TBYWT{<+x)?{Nf
zr=vdf3{OrUtuEH?7W`}M9g(;!e^U1(-hz3>wYBw=@0q8`#1p3*&+hK(=hX}^+|%j&
z;juRS{QB@(oCI@R<#nTAFET1}d{#}tuNuZ6N{|48R$xJ9#Odr=Us2QYAM;pov%NXw
zc&LUx5upW&h6y~13ND$Brj1bXT2<wV`f7b!YryxKJ5>u*fMRZZpZzU#ISxeQ!vv8t
zr+)&={^rQo0=3O#@F$@5V&jmR{()|kircU@q&hGh`XKax32+G<K{f8HA=Iyc_#i>o
zBsert7%W{lJm~<;YRaug5fDfgPBw*=5XUi5#se#>y0(oo56~3wP|!!_yvI8fRj>C}
z!IS@W?k-aVq_*D2Yv#-Ew?ZAcGam*5CRUGPBgl^q{dNDG;b%4-16O`zVXp+i=i~OF
zJ#trz0*y1!?w!wgi-L634VXFp!!@=yy)@okQdFSa$ypkE8?5&!N=W4U$}#F6_j3@@
zC~V62h7Q+Zq<RE8x`4xFn*)O@2*lyR1!5h)c~%wqJ>P<e<TN2^fD?l6%OaQ^7(oT<
zFCH`^)oU-{{+AR{*p8U|GW&J7Snk2&d<kWq&gcm7T$o-0y)unTlu}Y5mM20kSHvpx
zt}Y#2dA4oZ-(iH%{Vx9A1OCYDwt|9k=gp$Y-lrDIF<GJ$<M#I@Wd)11Uzlm=`#F1r
z3sg0`Zc$QwdA_IZePl1~CvI?FrhoC<0PJBNtr(MK&eChG-G!?7Ej%<En?4<zpfZ&D
zWg5!C(=8eoD;7hi#gK1Tl`q0#S1<kgh41dqf}nSvx4`TIpDRY{2S;#E-41ImUH71#
z{?h-B_l^5I-z(_C^1g$~m9Q%GDF#EAciR0FZfp=7e{haB?_HS9?!5?TsN6Vx*9)ir
zLxz!lKx=i9XCM;cpQJ<}OZ1l-J-z|puESx+v9+8TKn%<b!pcC{#&2WjF8Xv%tdiLN
zN{CZhz;ppAxn;apwMVGq-}p}MzOd*u?~2FMt&f#<UDIkCTsI3{hse0=XWr8;*36J`
zuflgRJzshhCgm?2`={*~0g@X%-n|U<Tbt;)wAtg3Kw6(QrzhX3`OdZT)xPXS3_kqs
zkHA0%RuR%-d+=coj_x`D<V(r$<d@Bjt?fy<?co*H3GaiX>1l1ZmTt0sfJdN>vxy5+
zIRl5KkUT7xt^!By0ePEc&x~1m6-BJD`dM>to!$MDkMlUXNm5`hG^g^^8jGBk6*(R`
z=ot%NtA8Lvnjc?0ZBJZZro%#!wN;m3>36})$FB7N|MdmflsE_lBOlM>B4<PhL5<M+
zHpJEn20rxP>SwsFfAcG?<dBzwS1irfW$#bDeqOy5+1WRAjWe%p3d#P0<Wfsfqxjvg
zUnt6a_Q5;PenR=B=9uNw+gE%4k}c@qLfW;WqYagLt`+swCDIMt%@$u>w8osVYOgM#
zgWL-XL8Z}%Hel47vabOGnPGx4l8N1zeGsiW;voCX0XyhDSXfLGa~i84P*uNIZB!4n
zI*f^b(M#Nou6+3TPSDv2vS<!jnqe#FCY^B^GcxPjw9<b`v!3s!YZZ@1Fxy*h9rstf
zkZ+$=cU!E}`B}wsHs$ctpUXeNFLNF<D^wHtbBzTfDyj$~gtUg8GW4v$qbl>Uvf<%}
zr~3&t(KC9N+X3vCP+{EK$;I4E7#b4VT-spSN8tw%{@cMz^6;4*abJY<3?irP3Ce?7
z79;Y0Lv;kA+ol8j%I>Ap0v_FP(l|FOecTV=qphPSN6@i)0ums!_TsllfBjcVhLK+#
z2+f}}zWNX@^6=qaW^Df*FQYep=cCmPfg5_DC!8FIH1@fKI&Z?WZJG5%Y284W73fDa
z>X2+6vxBy#2}uMFXN^{86zAZgzzATjIU)`dWc(g(YZvcg`0E!;^0qdGxOmnXw}K)|
z1_X1;@Gxs!FveIFM;_V%);CD(`Rg)C$edpar!SYemea{Y<TlFdzR68gw6d3AO8uDo
z+@Pw}+@`$g2Y`cs4YEf;#)aJO5Aa~R5N?<VB$$SC2&gX=K=jaK5X`Vp6hdMggwfl=
zpz!ZCGQjtg@|UP3u++C;AA^8L+Z(m$@1YJ4RE05=i@sn71P0dxEmQ!@_Z<(gBI4vr
zX&28{tpa`3?;UFB-#7<9rfEr{6oR!NjcJcyuNCqTe{{*oDVvtHfK#ak#DIKZ2To5#
zOAky)-vVYZp0OEJ^_e?~7$x^eKJR|6sc#okJhHm({_RM*6lB|y{=lX?{ZXGq>2()z
z=G|fD9X*zY?|kyS0<yR7qLmHzy=+@AT998Oih*0nv=9A~Ys8~r9nd0)gLXgxKQ()p
zRTENV1sXbb^HBtP9ujiuT<*<4iQc9XbRG(I8%54T=vhO^9X4X_+c7^qLE>-}f9@lc
z09aRX)>uix2*cN<_JP@Yxw!(FcaA<siK%OTVht;1gELrCH(rxyS*UQ&NvtuWo(HsF
zR@+|CfVj~4_zr<Lny+Ep`5jS9lsu0gJE{^W`CaSjKs2rB=dbD?J2Sdx<~MWavujc9
z*P5L!crl4_SKD8TFdGc^s6~ZS*B9tqu%Eqq^OoB;9bmnMKnzbIl#8v+?;$!=A^p1x
z$6u?`Ft4vpo4wp+tZuZ3b@7?$OhLcPcyUfRTc0r6fzK+FqR+M6yUZH3GtOArCl*-R
zDNpP`Q-jv(2Mme_4TA)_b@V);`MaYgis=Lyh=v%~kjTp^t}FrWJ1bJ)3UnSGbQ6LZ
zUq|CZdxHCC#3-A#9D7oL!!ddCn!@?15)tzNwd@CT0Zg4&>+76Jf#%?o!Y5(l=MP?f
zd;+DnhR`y*XW88yoo1g%i=O6qx!x$ZZU2E~1xC17a69~LsZWAwuUe4>V11SVY5<Q9
z*CG$nng`HWNN8ACc(|%cm|EMzcF58-d)xQgx!PhW`mwIbck_LnHinVkrnavJ4;JY<
zh1xp3DG~v=3lx=#%3~#a`j1#xds{bSASyz__B|I<$m8dF9j?yt26>O}Z@hL*$Tl=n
zeMpNBPlzGRZk8>CO@0ZR9Bixp5>}nnTTW3fDbLKz2`oXJQF$gmc(VKPAnuQTc;Rp|
zHD&g{c#E`jqg0deXd_^FB@)5UZVjWp0)v>64@R3kO#@78F&1%O6CAvrv%4gl3Z$VG
zFW~y>q+odl0>xc4iiFUPqOc&#xs_>1{?Njjf$}C?eG9}98-$OA_Jjsp28&x#7c)FI
zMkwx4LPD-^#g&0QH12)D>TtqNy6l6Sp|+y{5O?Rb{i;jO%}c4otFr<LF^mrrArn9#
zbioTZloXwBNRzPb(11${bMj(P+G9mpfUiMmu-A40b`CX+YY<$n57Sp=?7NxlyC6;i
zO@sXNsAS|XDKCQ`tAf}!-{gOwlv3xzAexzKaTLE`%XCr!1d1Lwu(2)&9BxMG5>W0V
zFo4`@JO@vhUPABPXoZR;22tZE_Mz&C7T9%UU{EHJJes1XAzJLFh%_Pa5;{PbHzUrk
zz;QU9eW(DFN?Du}fSt&CPb|p^^X<qVoca)BNG_+Eoi$a6mdct{CK^i%sfY(<FgJ7A
zYu^X~Dyq<>?}37vT01Zak?>7pnauN_HIeED<_o#jO%6;n#y?Z<nMORYn#No9<`=Jp
zpf*e7zgyY#`FsXpid5Vz&y|^!bYTxPZ0@Oqb{f&qNo4b+{Z$bblI-fzI-vcX-BnZ|
zRrsPO#WeEe?<ZCnE-rtPQ#cZy=aoy|$`_KX>W!biO3BkZ8^5sL_vXYt_vBg4IT>=f
z+KKx0Omvo<G!+B63@Ay(BX4SQp)5MdriM;X<*nG?h=3nq9Udq}N?623&{61O(awr*
zO=0AT+dbJ~L(f0OyT^TDbH@@5Gh^qosEa+YERtiF=<{bS_SfvSrFYic>Ti)ZwutUO
zE-#4*r{_R<vXg&a&BD&lbMNX+8+N9aaEjsq$o_^8OMc+GycUkarTOE>*c{F~;oLhJ
zSIf~-)4t9jd=bCW#mTtU>#@!e>B4QeqaL6Bs`vGW2A8^E#YluZPusM}^0}P-avPze
zH&m~qICOA|&aRS06v4AA$Q=%F3tKxw0I5XuTI-?c_?f&XGBjuRoGT_U)Td{)bJwH;
z>gRuGe=6}tL2goX-*K&_InC!B0%_qof{K8El(8wXbo~j@9YSbsiVddw3>B1X5>x<z
z0BTB%KcYR{=3h&Knp%Zii{Lx7{YK4AO=y&0fS>(7dk=_urFqdv?Rve89NNwIWS9Fo
zvR3NVi#gUfq%Hw<32;9!LSVD-i4HL8UXtk0pdfa-GkCTqM<nkCAQu_v7bi{27Hb#^
zb%RPSc}0~qfZR?vX*FE_+nLR2OWjNha+{6B*bQ%cxx;D~X616j7T2sqT4^N;s3@9$
z-IKpR^zM1V;o<wJp{1QXGUUf>w6x^J<=Nx8P@x<n@BZ2GN}oe)MJm|ae4^oaIz3mX
z;xXx^$9j2v)LGjk=3i4=&mTrJ{pzQ5v9CsP&{R31A}oRtd-&<V^X1Y9seAXu-Lg8z
z#%*qm9eyA5V>j}s5@;BwKD_ikpd9_HQ&Q3irkeK$Pm;(CD1aAl;xTmF4@s02ojpm}
zW3Q6+{qiYKj{K$2#l(HfEVS{O<&j6p>TjL;@s|~CKaYpuXWM=+E|-GPD$8?yZ%GRx
z0(+UaMW&-PkOuA!b@vIo&A_ZrC`s+$tT}Wg?asn?Yan@y#BzMF5(Yf`OqL)J!x!`e
zo;_!k-Q$R_sa&LJZ;K#cJ-c}SrRCmOszd$W+-39hV8%(^>ETue@iO=|N$%aT70XNF
z5<foNj8y&ha?c28p6tra5Vjz615SE{*Q+{tIwYUPmL+He+UK%3HJosSq|aRg8mYv`
zHR9XklJ992Jz}|Q(Sp?7)b57kiHZP5jfyf*ZRc-9s(hi1P%jFMei)+3)6~jf!&^^O
zR1yL-JrxEfWJqKdf&8|WPa@Li40we^uZAZ%QpuhKb%DFM<nY}0M(L2e)@Q-odiG7p
zEJgkZJVq$juFX=HKvoWwJIm}Gb@cdS`T>66DWi_DwE8i|a)bWXLtszB_@$JQvEV!h
znH-s)wQaefvS5NnBo#sVL5qvf;nm_mK0uxWgfr^bzh(_72XA0dx>SuQNI4fGq+RL9
z8($a}I!na-hCQGaGKKsI3oLSmK4oE$BbC~|Y?b-$G!O)7x>Nc#sAn%QZ{dz}8**9n
z68ha==nnibm5g}U8%dNMg%FyoPM4DNYGGdkZXen?59h;V60<13TZ=Hm)Db?!#>e~!
zfKO63MR+`+z8#0+JNAW9-L|p`gn?`X4O2eEuQEnV8WxDgZ#-tEHpuNXca<75Ejk8b
z`ch`8&4U~2JFmZ8c_7xdZDLUIwdxx|XtinQJbNZ(@v`e*@IhIQ{wAD%F0zCmQh%Ug
zzTzOtoS|m)_1PuGe;7A{ubRQqhx4Hx479M}>$5?`u=|m3+sG5idnlH!jJHvHjf^b8
z1Lb{i6gAS_A40pc{6UTF&{F9>Jh<rH{HHqWRJe5k)$hRF8-9(mLKcTJIOw$IQJ2(c
z-D6Tr#zMj8iz%S@vG7-Y2TMY9_XL_n<Q~}1P-#Ddx%ZYa)rraNu-^*ZqYSD>qY?e_
zMzg7V)#8HAzXc|by6TDKMkM(c>(lX7pW>mvCU5n>ijDVfouNV7t&IHD#EtnbxSyVI
zurK@mTVPpJK72$A411&`V&HrknUo-s*D`aUo|ff80876>XWrHSI6dM@EoazlbWMiC
zBu<X6=A!Wy={vFUmE8C%^S}pTfM5%u<by226R1XmLERWwcL2t>1Y4_SJ$p-J2O{N4
zC-#y?OptnWjl%Ocrg{UlW0?6|Ojn%Y2N%@vlM*N{`U_dBI^wysx&jkWaTjw8*6^da
zWr2w~A$z46_(K$B2uBoMfjtF71VD`4Qn#+VX$VfoB~{+#b}&#{{T_0pwZE&ie-BP7
zr6DNuZo!+FFj-}puvhL8BF53I92{^C4i*j$0muiNeToz?<OqOyxHu#vlfeC99{d>%
zoMl0fp%C2W{eWa@>W4R@)4>^YgJ6FAgYH>=LHrpVPXrnfZjzMayM1B+rB^r|Y&gb)
zD?p&AtG;js+rD$Ij!7JJR;@TW*h6?4cw(u;nCGo9ve(t38Wu2)_j(k9=>w$_tkcv{
z>s{wh`xPD%qdxl11FtK0JjR;Z1Bo9f-1)Sv-Ej_1Ko!-lJ@Mjg@MEcq9%K^O`(W8r
z_!v+iVe}1<OguS(f-!=O{*3}|DH;9it}Yo3?bRz(XRsTb%*@x=ucfkP@G(C!^a#}}
z{GD73Y^)QMqhy6-N8(o=zcPz;l?i_IbC?$>=i(ORzb7XHcvu)ANkI&EK7BSq1&8SV
zV17@}`0L5N--XOCgQf0tntydJ>`|ZjnmG8>bil|!VbWN3)bReGIdXPbWY!otsf#o=
z8#2?I&@=xRmui*x#bTw4&%3&tV^_?<G+8`{N3!r=nnB`|adTZo0R#+bc>nn6{l<rC
z6VKfNI^0=|wyP02jzxYe0?bQE=r25@(joj_M5=ReDv}g<c)N6m+!&N<{QljuMc#<(
z146i)H;LpBN*ZOhj*<0ujDQ#tL@7;K<$(4MO@kT}$%u+BI%I@Ez`(Ewz70$jw$K8P
z%O)mzCB(8c1SoRibZO*+c!^Oxfu*-mgINDEu>K*D-=K)6mjeM}O!6=?+7?_3RtT_u
zPZfI2n%BSC2qu6o7<e|ne0AHmBd*YA9|PE3=JQL?(L5jKi}PNH`Chlp1zIl#3UsqM
z<r;3gV&<RQWcp*Vn*8C3hC8>3jVsA$Zq4|ZK;VhnD3n;moc@=U6bR5H!PAALMw&F5
zKWl*IQ-GLfYK})@|C+P?1Cd`7MMy~({QZu`x|yAIfTaa;xetXiN#xkz$5&o;NwSt{
z0aV#d7>_@q1uFenIp|QDF90~x;xTmmkZ?nn#E1c;HDjzQ>v-Vr0lEbyO@mgCMC0V!
zPxBg+m}B11EE$V^<7a#prt*dROJ3wNC)<28Uav@%Xo)aXgt$GA`uE34cUgjhI`nxx
zI-lNN4GhwyJCw`@75`NizAL4!dF4PXCwuxwfkb|x)+F2SpQ8nHU+s%3li9WtZs(Oh
zXq}8n8Q#=*`Fcv`-%i?%zMn;L>D$Az97a|@Yv2$SuIJJA2o`e{4Y!0G0SeQbMXvW=
zn-x?^j!?4iywr3^DW}um7DH6jzhS3uW$pLuy>2fUZ|_#pF=t^=+fYx?eSQ38wAyax
z*zJuJ@n_B1&g`i7#nc>p8-J<025z<h)V{-u#uM)g)7f1o|H49IZ&daDDem&<N+4A^
zHA5x@6S+zufN0ACfl}aab+mwx^LhA}sB6tTcfuyM=_?pOgZmQ@FU7ClZ)|;MKVlS&
zVBLBkJ4p8*q4w$(TQ!1OIMzIwv-ZP{YAM+_oYF1RxGNB521?b;2xE?#-x6Nl-S|48
zrPE4n|8iFVGsXg#k#N0?^UxY>zgfd+Fc&K~{ea4sQu&_sFjepF#+@1mL<HPRTVYys
z-@RQr3?Hrr;KemK@oz1@eI*ykWqH1VV>Bb8_L~Vg6o*i&U_nMe7hYs=!ub68NL*N0
zxCLp1Mn=G|DqpXEP>VZW@MUE6`Q;AZZ{}!)R$8UjmZJ%`=fmrAbcycoPH|W0qp;Sv
z=Ja2}r%^LA$X9Se^TLE1p15!<^tqEjCy37ECSn%D+tn(`0(|Hhmj;@G$DTJ#Xtr6F
z;um&*zUts~Bap2?$9@rPAiV%m%ss2uL?P7g^&F?C?kb2+oKfM!f1L~k!XHlQeDYSh
z){#7c(KKr>*-LIXo=lhu_nNkx_1!6VT|0gGpvrT#IDdiSGL25lGx(XRmdQqL#W#A+
zB{-AltM?3ge@NUC(vM+G*Eu-2Seg1xq03r>rkZ~Wh4g=S_x?b1=mRASyDzq<seLs&
z&%nE~+x2^OV|AvzhtOH-<_oS43SV;|qGJt}SeCzY4qn~itG_(FAji}-Iq$Jsb**ft
z_CHAvp1V^~Pj{aXe0pzxx@P+KEY5^LvD?ffUbHmq{g*z<dl_9e|1M>IM>~Bc>6FH?
z8ClCj!d~tKQ3B9$tOc0*`3hic20iy%JS0>5*-stQW_k~-#4Z88fY!}XU~iIbclpHs
z$^B!Cy}owwZuIzNU&iM&{MKGSap@=?ZSi;iw6KyiHiabkFAy^N(=UhCGDvR@mSdp`
zZ*hGWrvpfihCfT?{m(1wkP@DM>fDU94qa?+ZNXz2k;~a=-D@O7I1zYxMX-nyxn(Tb
zIX@G*fzOcRB0M{L`O6nEB?K0!KDq?AUZtV|YDwX?+22I<-W*WLA0HtHu0!Og2!IuV
z8rjmCF9J|(*96f6ZLtTyf4Dab4<P3Q74W4z@e>QzK0e-!7SLzvGJL*G)e0Rr3q0U9
zD^w+9wypwSn~5G^AY}@RvTA&46N}Anvi<pOzR@|KJHH}H^!e*s>yY1}i(qQGfmQHs
zoFNJa2}y=Q46^!`jTEg}DEFb1NXOS0nT|*5BnmZz`@OdAeQ2RLO+#5zx3(@Ju*0T&
zxuEI*EQ4!`l*d1=pI>f%{U1YE8bb>apdTdD#ZW4NF$}Ep@SZ=QpqsEv1j3hJIh|1n
zN0FZGk2{9)zot=f{SG*~+zLceN<mGw6JO(o9e<b0Y<~ka$*-%!%N?{PUq82@46CxP
z$#P7ru+Jzs%FHH2{8{vT)oRw%b;?)(c)37C?u30Pi#1V|x39sPKoLlZfHnL;&!@m0
z*P4een^WfI^5_P1@qt;rP{Dw}W0R}=c$Wc28V@r;V2cNyQGRfRG=CUGU{A}f!R(32
zyN(#YChZF@BF9FazMG!=i^k5;DOq9T^At)(XbJP)iW3eKGT9JfzsW827(&Ubp>n4=
zRfm@rsizhJ<^ren*W|jdBk;4q$kJbvGSc2tBR@;iyQ^fg*te=W3+t}>rkDIf;z_|}
zhr)6tcPhmPuGFLPRFIIhS7<sSW**E7;|A0uYq}6JengBEFeDAdm-iFRfIlczT+YqW
z(-51DgaDlk^yXRA2wOW%#>M(v7#abtc^a@EUK!EvKn4^PC4NlzIHNlU%ROwDrnDlV
z*80ULgC0BvH!$GA)jCaAtE$n~P>?v7>>b+VsiK@3DR{1C5dyyWOZ=SdM>@*yzw#41
z3neZpVixSTRhhm(iI>gau{bS^O>`i3AP@`GU87)J3=EvtuEALnladf|5xg2zN_nHE
z^tZz$CtSVlzkLH@z;C{Po8r9tTr=jOLv+`OdoN!F2|zYdaw*&}hQaq=2D8^$A3gra
z!7r8t6X$N^yMC*2u|zw~Rq}e?c!8J!`@wISF4~J10(=2U&aPjbT~nN0(_Ng{Ui^R;
z6z|+EaTE}I+0j?1)m@<eh=Qc+?44+xd6lP*UkJ*NnACWY2?G7c+N~Emg&9asnVM4|
z3p)7(b$ahTB+U<zGQB$+k?Z=rY<cR>bPUHC?M2Q&-EfpN?gCyK9>?(^2+nOdAO3-A
zH|`akizo2$f4UDHRv+MI^Veu(pqs}1V`@Pn0sz0%e|9Qfm^SwnM#v^y8U!FINI>AD
z>(V_<IZQCsqNJe48W2B3j0AF1`nlnRv1Vs~Dul*yU)w&$Ja%_pbgBc$=S&+M0z7Ux
zNYzMqlZy`IfkdHv5R^lt`6oo+1ZZB0YdoDO+a_P3h;tIb+vK9vzjPtg0mRlZ101Hb
z-oFyaq6#_zDv%Ke$58$E20T=(fs+_ljP-wnm-hRfyP+N2KM=fSd3Z1lmwN~i{Ou~h
zmsN2HAef}`8R_7V0Chb_eI`>mRjS56sPR@~@<!?lKE41H2{o?#!Mu&i3}HVHCsX%f
z01Pk#Na+Ejx_*mTqVYmla=Y!56jq%X+grR>a;$IaT<e_X$=BrbqEWq<1zWsMGsK(y
z=I$pE<%c{vJy_lW`>tzZ%rqt+gJ618dOu>Bw(M`cRZUiWVq<8OBJt$8#V1v(RQvI-
zE(MjT>>MhJ-)@(aVbp(@=gG>5V^H5tmjAweJ)@2|_(v_WivcRd*5Pl<IMO!eZwVsc
zrurXywQqj)paq#ze(Qd=qp8Ey>7l(^y+$Wq8MnOqLvY%_th%9o(b{gr<Mov%uo7>n
z`iT+3Qyn^`h<d4{$bGI(*}C3_EoYycoZaJ!6g#1jcGH3=Nh40T{D9xZC&f{{d&d&C
zRFp?@9~G%opjV6`(tftzmSVF`bg0dcHyq_f$KQJV4@u`9&-DBLahuKNxRF!B<`@z}
zr5rZLBq4`L$~lTq%AqiGXh=>uhmcdrsdCEsm}AbTkdgCo&ckfq_viQf)5GI2w)gJ)
zzV6rce7&yHjd`P!d?VPUsqM24IcE$B%E{kb1oCfO$Dr2U2#0+ihYq|JM7KK3v`OmH
za#yI`$@mLH^yW?skBfU*>>j~N`q-wE&;7iH@pB0vA2fF)y%q6J(%E`?_T<T$Qt#OP
zUyti2u2VOz^aMZsH}e!l3s6SGGTGh_YarQXLs9iNXmV7KvDQ!1@6&MP6(YC|AxHx%
z0@%_=ew*!<01|?kcM!b2jN|}Rfo=$f|Kaf_NqD|#78-<FY<QSKi|9RdO!ftlZ4Z7o
zJ!S(SzCiNqv5Y&dlxMpo>GiLz`YXOPB$-g{9@XP{ia-G2TlM>$=O)o<I3I8l|IG3H
zI5%*`6a=*^DIpdR)>|pZPx|J~YtC<J?$XZ@%9NFV)r(fwwG>ijR|nDi2%e>58Fj3B
z&*6jQm1|c=LaDa3r+XHYD+5<Z2*5ar`M7#b`KpiO$$XLjTWi57uO(8k@(nL*Ox3^U
z`l63+AN-wO&G*|J8hf4^`9AaX(n(Q0O9@W@@A8P`pdp3e=cz(zWC9$}wmK-x##EBZ
zDS}hG6w*A2fe_w!*#7n0q0k>3m_WC`c6aR^KYZJ5SaYG|!uzH5Bh#JuXu<i7WxkJA
z4@aXjb`)!848Lu0`4&zVTHCf@C_2D358g0q!G5~l9)M(KWPB6StaUC7_PXShvCRqh
zmxL&+T@0Wh4eO9pW1t)vIU>9T@NZwLQ0jk2R7?8&v8?CMtug(8$?vBF!&&ER{vHnv
zMB@TzZyVBoQlfXqXkPmV4aI*cO9^YZ2EPRya0KroXdAyU>o6MWZ~r{|D263(seEFp
z{CJ)tRLDFJN{e}OiZJ3{{)f_99M{r(5yVE()K>vUQtn}F?iL1;#%M@(rV(VeZmP$f
z;V%maeH#5$u>D0!AVj10O&enSX9(nhutB{XJd2|4z#U#Bmu|@7Z25$~q<0RMZx#E+
z=x6*F#RRGJvp!87u$e^wN4?&N_$gdhZ-D?hc~2DMQzE$@ndG)vL5Uz`0A<HgY=W=|
zZ0LlQTSfexC7W+Pl5nN&hriDw+g^FbvPGaNNMOfAVkCUYAb7|xU`hmQjsO@Axgw|H
znH&d8#x+fOL0^(g76VxkuWHkTkb*$Tfe%;XVR+~hM8>l<WcDIzD_{URRhDVi_y=aV
zOAnNkENyaq&8?7Cf#o!2OL8M-zo!9UsqR|Sh|$>jJ2YSv9Fq{sQ3$sGhzF`?pVejB
zvx~^RZj$oX!dCHas(z`$u-LtGuARMX1%V!3%2uaQd+awBLsVajOS%sjm%iIZI4+|c
zxJqtG&2Zdhrx|HeG#8dG_0x==2?6L?hc%GpyJT%|?C~xZ0Uax&;U5Q7vES1TPSPTN
zxuo#ZE}eO3O6sB}+ApzoVh;Wr)4%nlC4JZ22bk$244?5S+I{{Map7u)IoK8Ww_k;R
zJaqKSYdcQb3wuGE_rh39k!X0FMW<lZty*i%o#^gDO4C+qeYB1R7Y4~W>*@G07x!N!
z()r<-0Is-TlZ&&cw)!n||3syg&#C%`^}p+er|jP61FQ@4|5C;pz(6H3it&l%bwgyy
zhA!>Td%dBl(9j+<wbs-6#@kEQwHwN`AW5M23u0`&l!)bLogg7-3>T4W{~&!U$Z>Jl
zZ-vHoOK<H4$G+mr3KxE_hxT}r#yq_?u0dT;=lwQ6;nHw$Ru-o-+<dxcn0gUb9UKak
zT|JoR%dh(%f1)*&#M&Tgng*^k7ze3VZ5&mkFRg{heM($H^><=DlEy_d$xWK*(KQr2
zo5a8WU`5qtxcs~+n)vKr`3Y)V)_7p@6`Ry6l+7LudSSCut|4gYtXeRRZUqkv7SXQ<
z2o_^15=aJIY`OqiMm2+jG=%UTXhlW&>(^z3)I~WX#Oyw6<n<RQ>ZGf6I(UhT<^NfK
z>;>z9nH$R!2@dIhbBvlv%-XKCa3)l<@IMU^drc90jZbzRI#w21eim99S~+s^#$aos
z@bEV!VauW6cT<$K3pHplPYQp(xXkU~oyfyFY8G{M<aYUR-;c|^Kd$ywRQCKRH@I^3
z-RKy?bnHb!eEB@rsMF%z8u<&xgWdd(a|2Q9kHuOsii=6!NJ_u?<e>G~_0sC6nZ@r+
zvBT<@wI1BPlY1e*H6z3QW+$LK44UOB<_;9m{a4MrKpKOxew^=mx-Eas84`iYEX4nA
z$fODxMC=IZP~yoYZaxvXz<Ri`Ow++FvL!rE61?OFK#uze;n!d?>{1gjfV>e4e}g4m
zKzrm0l7b<8LLR|D-2(_|JV6K7NKzu>Oz`EW#BDm)muO(8LE^94w(M#9SWg6_s_qX=
z?ii|y(m%Oi6F}ezz%t`sA}QSPKCa|Wo)=W8JHHMCy-+Dz5X*328Q&ji=neGV1d}YS
zbk28<j-4a#CjCRhowzSn#$uug8#vM$N+Lkl1bAGM!1%ZS+xax|^^?IgMF)=a|4<Ho
zU_4TTMMC2ZAk_e362~4Q9@~i5Cc7m#QK8rVB=@u+jHtvjZ#0RVz?=;)5>WN)nmL;!
zSSmrmv+<fD5Q8S5d8daaqQ!$zx@VwcM~#Pw=W{3r4oi@2Qa=;Cz#rLsrB#SM--Z_4
zBPI-hhwung$LD5N84YRgw`fkF{t2BM*1Gc~8#%|pIBmy{gh!etv&D+ViRN^pw|Ra2
z7($R?u4Z;omdS<e3y)i&mXBi%*dW=aB~n)lF6gJ~eXr=sE-d4F@;>tAm7zy9pa0sr
z>6a-62YCbsl~y_#L1PD5wUIW0&mWxnCf8dnhw85Ue*PloeC5xJ7eD7Ma@xNiqQkQq
zAw3we@E=IYJh!Bma?@&w>DSYfu2?6R=PDu?wQjG}|NJ&aX38$2?z0&oZ(G1XNU)AQ
zI>6cQll|`YXzHh4vm2>WQHpj^SMKt=>wvetoK*Fj$j+s#`8JU+gZ%;<+dJ>HWBgRc
zkGHYRVt~rh1d$SX^G98)|GTcpcvP5)2t*^&E8x=TORw6KDWAS0M%}H@&cAQp`zN7I
z{FCyJC-xqstTxC`<6i!x{po4kPr;x29(;9)!MzvZUoGe7^mtyz0^UPXjXQZOa+su3
zZ^?J`>hb)Ci=SrP1pG^%uGc(;3#oA1{eqMdw(i`B^lzXK;z9yt$GYvJHHp%~oks(m
z2ew=_xx?l1YQo7<{VxxyZR{=r;Y*!u+G(!rW}cBYp~!jDkl`>)kDss2>L``bIiRY{
zn{&S9a)-<wKug%rS~gTaabl(>2-Mj^O@&rWkN;~2YSTdIR`f+RmHNG~yI3PIDE|Vf
zMMRzg7PmG!YMdiH6Aa+3E4SYpJ-A~@^>}Aa^>|i%IOi&>S|>N{@AhrCM+<gLxU+}I
zZ^Y=oNKe^R#b92%{58BWmbfXiRpsq)IQ{9hJO3ZwXEURH6}|P!3O`kbznACQR%Pdi
zDGveBRX5r~LV|H{W;O&P7&y2&TgimLz!;uA1eyt$sP`YB+@EmoH{b_3&WkO+5?2{!
zsL5RK-d)Fos?%*5+U#2EI!6WFeZ1Ya=ljV(Jh;&hnZ_}<D{`>@z2SF8G+p8J(ya!{
zW5eegr>kPr7Yh%6)$#3VFMf=}sqf9i5*RKC2LbEeB=j_ii^<F#sm?2g%!rn9rO%)t
zB-fqJ<QcjHa*HXAj`sBmrRBm7f~SRfYzL7Vp?vd0L(k?<bJgwJV-<umFu^UK-TW35
z^{B3o_G)!-rqB9hE#W?`_SG)Ry!e!r(&CtgD{IEo5>64Y=m%3}w4sTjtstDU{V|GR
zXvgxsFBK%!Uw~^gd~KZU8TOyjDkMk=?nl1Qd>cO24n#vS!J~0DQfM294&*+lEENZL
z1lSrfEZI-}jkV2@reXu73Fz@)TL=FToV8t9T5FD)M1Y@(^USURVPoKcz#T%XR&Wd%
z#?I1!rO}~`01|;hPlV0vz={vl^LP1PgLd#a@YCR^Z3M#}Vj&HeNyc{&p1d#X3VBOh
z5cf>!Tz|&K??al9Yeuth1n2T*6Q1!FpldDBHcW4rPEcgB&}2Rhe|9u*=+bkfoQe}2
z0OMiZH%GwgBzhy*R=+K`haMwj0f`kT@aX5=8877yYD2srheiQ15Mbt!b|RL+gi+&V
zJP?fN_BOpln9~8`)f}png4c4%;zIU=LBVo6!$=W^Q+md`Sl*q?BM>Qg&<JZ>&^XJZ
zE#+DE$2j{NmZllrZu&(bapm2Djy-gpj@$ETT<+h*;dxy*#~U^*%JRQ9CWbnFnG=JG
z+Or@0jPqap7TmQX0_=)fX}E%8X>Op<nOKf^duJgjyQ?@5*Eq|reN~w08Kk{?6-S(>
z?->r1vzP6^W<+b8C7g@ZM%Kn0!y?X%iX&NUi2k<(;E?Yu8}~l8Jqj@FSfHF6{D6KP
zh&m#}`qKMf9wn^fAMQ{J4@hD4Yl~AQB;j-QeH3WMtowZN-Is8ZJT<PN8R)is*hf%s
z0)?Ate`QxL93ZCTuTI-sKv(^wlXv_ll{U!bIkT{1K99;^l=I;}oNzjsN>Um6w^Kr4
zI;B4{Id<7a<4k5S64R_zL$n+!jD!ecrIlWy2{$5K(RcCDKtmUFgR!(}^0?+(-_tQ)
z?yat^!@aRY#9qGaBC1(~4g&$qZfdI*E1;?p_|XWnVFRgh0eHUnCYHUocU+EPOkCv3
zeSY(KIHV|!_#?QF;dNl_MDDD#ixg#wtIlxq+<o#?=1TJz1_IGxfB--d=~NSIqy&lh
zN*~+|4sHnwYH4o%WN&{)Tllk<a8h^tlU$vWfe)<h4&R~2z?U`$`}J<kKzs;UJ(uey
z=QGB*j^vR3u&NkRa!i=Bx>h_|UJohwj`1xc<6CCdTX5zxp@dr^B3ai>l6c)?!;BU6
z09yZZMXI#7r>%jx_ICebSNLM@P!a3*joY3A7k34odI~%pD!O>)_U)GPmvsvX8=+#i
zuR&j~OoU(^;;&)V9pbOcKat<LA0d@>lvPsfSde93Rpy!V*(Ilp8Lj2*NFUi)&?kwH
z3Nv=n!C$^S=G-?ZmRoq1Moe6rW};66dObi<4No|LR14I<1ZJaj0IDbPwbD2(kgA@>
z-=ZDQf15*OPR79*atrM<!U}w%&UmyKut&=&T&_xF><eSf;{>;R0@pir09KHAW>-qX
zW0-?6P=Gp;AtBTt&B3g^@FoyL39BU&-uz7&XCWCT$KtxAd427yUvZBj259G5&GgY<
z65u2%+I$I(6W7e!<5UL>5(NMdgukoWxCh}g`>B;6-egkD6J!R^hxDhKc~(i#J2sQ_
ztap$MmQ-wwWQS}}2@9vQO-xijA8Xo04N`Cr5vG)oZvz0)!0PKpajqZ}fSb%+EYNvg
zK+S8YTzH?Oo6C!3%M=*rhK~b{MPIldIuVE&1>>i`g{U?jel2}6iU^3AbWj6vf|4ZG
z(fkflygnczVERqcy8(xoVhhqqCUhJezTYeo^-1)CzaX#hzb>UHEy$;GhO*2-Xn_!5
z$Nmh@voSgd%s0-`lzO4pCdu)cIfUL+HO!Q^;=g?mP>dc3r`&=sAOJgEE>kEn$zoZD
zMyHJgCgVQ-rWF^Wc(3+@=xy#K@$*a?u`!?ZJB-C16^2}Uf=0%Hi@xgSON>h1+WTT0
z{IjRvv)tngz1NM9fJS;dF6+vK(J!emaUQ9#QN{cBf7Xc%4J0hA<9`$Q1Cd5dAYt$y
zA^r`Zu+2|RHI95|K+mcX#>qiMdimdo_}rJSk~W*x;nh3uD9!2UezAAv&b=RnUy>!l
zcE(mOAg<h%y*eiNblNXXzZDBr-_f~ox;<*yh#;K1khs>JwAP(?HK}Q3pj{78eO*dk
z6AYT@dgKNf*FmW$4>I(a@Z0dsBu3Dco`z)vTHrr>GoBt*p>`P^G8Z7jS}fSxkj0^_
z3X_%%K&7b%QU(<M_<DU^oANpI?a=BA4bOOcrcShUz%%^Ox1}A2t%T2i3r+mT@=l8T
z_GZ$~RY8$<Zlr@Lx+K{phRq(tR644*5{PBDT`p|1WfBr})rP90AqN_M1PQzKnho9`
zNDB}UEwb8Kp8}vlOEZ9knCxGL+A*b-lBajT+lXCjRO$)SLW}gg;D;KR(<VQ90ddmK
zj#)n|M7CZ2Bg66!brAViycZFO+Fbuw<!!U7MkXxWvjkpsw#NSL4C?+XA3)bDg$6NO
zffo=rGLLN8f!Q|v0hbQ<|4POn4!z&m@3t7UA^;yd@H#-|>3cH41%R^SG1yu9QUddL
zRihJ+*m;WS*hF}g!ao7)$a0+8pMz^e!oWe_`Jcak?>(^Kt*`ey{*5m>WZSC6xo*|j
zpSTJB@qJ9I=&R_fyQ=KvQ00B!<)5?TV;43u?A%qFhM>TCEue^z49f%<BYqG>m=5rf
zEO+lA)WLl<T8My5ZDc&w=k8x?*YrOw&yF5@FT7j;_U2hs?Zw_(iU>-LW%bw{8l9#E
z1v<gVQ!8F+&g?_`YH>if1Naz{(UBbR5(JMRxQV9Q;r9KbQ32*qc$vn<PquCX(YUne
zCzEgMj|Zt4dUw52`-A!QGQ&%eZu$2Y$IDZ14+<&aM>w}fuK`i#m@4#@sNvJ3t*h1K
zNTs}8PP_lC`YH!-|JX)Ue*d|7_Z@D!dcS6SOwjH1DWV%iS(!G$;9hN)EEQAz&XQW*
zHCWdlk98;E#Hq8gfTtP<Xk_jU-dp7RSJ?z>O8se_DMec>27+#DllO*HOf0SiQk%>^
z8A{z<_9SXD`Z=&m8qd;802GZM4S8Pi)d|dur35T2#dO0)>l+Y8ZK@^Ab^{KIZInC!
zDhMPO!vX>@ZP*Fh?u06Onb9)oXo1@V)ZD)jSFBnoKoI@MY)b$s0CT8T(h8(|m6w7x
zyjMg~hbhSJQObB&0{ZVzGA|6Q-O8dhWy&h>bv0c}zHJt-O8m@D(k$;Za#RG=o9Y46
zM~avB*>pV15U)ws-a?u!?MksRSf5Jl{3l$07A~-iN9jo8{kz%T2Ef3Jh=jN;6R#6d
z1r9#3Ca!p*88*|;;?iJ{!M8>?*dREz*NSk?-L_|lZ#VEd5~_X&as@!;GPNmmo)Vcf
z{5Kdk#$u&_nJRe&Q(BIgV(7zIbnC~6@>x>p@;#s|6*?Bc=ssX%mka1EYNwo=BQ0oF
z8?8cZ(scoVIysFE`YRY43YlPBR~AVo=)L{i{^W0(>r)TW%JF9qost&S`3~OiPKIJj
zzwa|wq(*qH-a2^F#Z~|qU+&h2QnQX*e3k)Ml@Z{+g0^GgAHI`5a-`75BK&Ar*uxl;
zJ;WVt-gXQpI}MvetsAp2w+u5&$}qRyIjCkN!gy0aZ)+oQK7T}t{n%t*b-uy*+$^c?
zvmSMsrHZMB%rxx(SHT=049l-llHxyG_`W;^cHzt+*1N~B>yGv<n9>p!>&stpCuYZl
zY_o0p<V02)TKB{#<^bQwDnxB69{`@Ya2Pi{J2?20a}eZ?dea?zQ!I#Ar4_aotgb!_
z?r2corT1qm`9c$NHj&^t=6{%h%j|0IOAFfPr}O>8jyULl*Jr8lRT|c)f%%~thzo<W
zh6Dy#l+!?WD^D-~Iu>mG52Ehf$B;Rt<pPCx>(8}`!+$;e$3`-xVeg9&-#E0aRS9=<
zQE=r<UIx#dV=G$}xR7dweTQnN$Arv|M)Wd3#fAmawPRetw8sDM7C;EFSja!p+i|i_
znQ3-Rx0zI~PX55zeVxJq7HX5*&2RU=UU`3Q!sdswB15RLNFG_pl9!wP0{k5#+dDS4
zw@hr&fsjybhEN@bP%S8<T@dtHP)w_l5|u+dI%2r}S87|h<P+_RHlx%hg}u)!ITyUl
zxe@Ngsjd?$Lx1GP{;JGO{Olj8?;p7|_V>#4p#0q#IU^_+a-ry`jWtCMDw6*v!7K%=
zjZ9gPOflN(e`v}4$F`u%^J}?xc9HwHI+Vc;KIIda``5cyQ+K*u6qvhAzDLA8@O^Zn
zLQPWB-oQki77U6jR@9i1e;}0-G>eqNs(Fxw#O|=!p3+Cw(NXCB;6*LtL)dpXArGS<
z!raX)&DilkO__{EluEE1=?w(q0Tef^$)P~D0{?&BVXXtL_5UQdQ~D-EKU94UT`Ps|
zh^u2-MLXBRTbXE$ybOOAA`NYB*w8VOHgH50dRv4ko6%9=22#zDeJWuh4_+J@bhc9H
zPL0hnLoOeOV=9mm9t7OqzQ7(b16B^Yd4L6*g9U^IHKNLb<qB{>Y={kFf=RQ2gAxo%
zXAtA>dEc5Pl!FcSwL{+|w&^EGj2lsieV9_REf)>_LO8(YG?)d5m(><tf<p)>B1di7
z9d1D|9u8VuX*PXe3{vNUpfK1z`o};)Gaq1=L=SY5h=398R~b*EAdoX<c0GxyVwR)a
zgiS<_^9pc@wQrhY6$}6l_y6AXG74y|b%?R0@JgZirSXBRVJ6~wv3fRoVYh;)LJx8n
zfMIw`)};`j<{}}4A4}~c0MHzm$gIa@3xx;)UFHxsNzs9e!J<_;+oI28?xlTzaD@m9
zX{NwCHNZl@hjf{L>}V8a>*h<37AisSxDCgD_`&t)sTej))Sp!f{_jzKwNTq2&~bcz
zzC2H?(rH}zd)kAE-)<48Z|Ui+m>*R|y`TH}Y+XH8Q<U~t+5GD?&E3Z?i@Mxjf3s=2
zW|QhKE#fFYsrun#wNX4h#O}3kQxp@Bz@(*a%I{oY>GtK?ATR{;E!t*LyX9OuYe}WM
z+8<-jsxlzCqp3F+wx)*|O~kT|CDG%3>T((KY-%Tm$RJ&YWUotuzIKppdWH&uvJ#DM
zarRSy?(Pl$TC6wZw)N1jTED@u7j~IPLrtS5El=|alNcwo7LP_)+2*eP&)?B6A7q~0
z`Wd!TuQ=fE`wfO}EnoS&20+*7x~q99Q)w%8mxo@zuGs3HpelQw(g_s=ksm#tpS<`f
z6P@fD{4i`_3q5(GA(#n%9c+J@=Hbi^L{c09&+2;)#dd=V+XMJ6k1#SJ`1>K^_g`ft
zPlN#@zRI)T1mIfwfT1jfHE)VH`G4wYoVHv9ZmvhRGp*C7?*aDob08hK$rLD)w|Re}
zB?6Rw?k#uBX$GNe$Zf%=K>iVUzNIcb5Y-MyZbmdZGM-F`UAs>JU|LGcLMZjE90|Ow
zdG!&WXTZ1Jb)R1;WnMrl-R|4Tls+xDZQw%<k!R{)BzD?bV8)w9rhe$IX~d-cQ9Gng
zkq2VyH=f@9l;Bu&?H+Ka*G0afXnJVzD$QnwA@>lm4aqp-?Rw$`_}4(Rd&Sjblm}?+
z0^s}Vm^sf^5`7CW%|0A3CQDKAd#;dT->!0xm=QnF8Y;ONMu#v}3keMg4GkeMHqY8e
zZ8<TK3%;@C-@ZwIo?pTTFviP%YjGtLtbsY6i`GPnrVn)?thO-L_o}d`yY_+~fXh5<
zVtsj(H2QP$Ub=T-d;RA4&h$8yaNn9X+kb-dTl$Xqs6yMF=*CsQICW1dq5YRrSsk)~
zzyU^h*`>bIqxBR_y4vYb_<KV&GO1~DYg(0Bvj&UGn5o!m-Ak;5oll&6<vpxu$YaWq
zvryqf2^K%|7s}j(X}qDcj<ca?1_2ANhlsMPro#B~S<Nx*yaNNzX;dKyC$M{j%^$%G
zk2K?f;DZL5tr-nFPw$AhK+*)iP_;V>)^*@~+iO>*Ep5P|Kn1CNRdRfuZ<Ud4lp~ek
z#vhRNJ8+gq{|ML@`qy^%kHH-ByFsytwpWdS*-S!Vxf^tiOa{`dzPw}5&22JrlS|~&
z7h^DqZ88N83KTxjE6n(PLim6s6C_9i{*ejj>(%}jeg!yBW3Uo*+CWB17eOU?Ec5s>
zC3sAfIoShbhWLuh)B($a4l*w<dfGBV@W{OzoS0+}a;VdAsQVJV7*fq%7Erib5eq<O
z2zd4v1{)38M_ivn@g4yHe+72lMJ|IIu7Tc305asZw@`|U92XBT@vE$n5oO6=iWYx5
z+^VCOLa%Q`#S0Q%H^yFC?MT)Co&KHM^%Bp9V*L6D0Od=UDE&Sr08lx3coJh3MJYOg
zxn;ERoy!!s`{o#C)wloIn{0Od4B#}!iJd|#%wNI_?RgtAX79;b?LVW5Q0T7|mcDlc
ze$6)RlV?)|>g20@wV6Q}ajR;#FFO51gV3<nKgz9PA3q-Zr?)W4gmPK2{jy@}K74P4
zRrZZx&Z<_shDv=cqj>1*yqVHJ)u;K~!2X+Ir~{5WZeLP-*FkqNJf_D`Ltc$N2Pdsd
z3nLO(X-E-x)T1+EaG;f0&xNGw(t8T9VH)26EUxhsQc31m!)QKXALDZZ15kxG){UGj
zk68cosb{g$NP9alBzuPY!GM(g%#itITJvs_*e^O&1zDB<SXx;c_LX&ttm4219r^AZ
z_@-#z28ujWXvgN(0KAVb056au<ImwiEj6)NEr>?aWoak49DA%BMMF42ii_!;W$us*
zt9TtF;P+`LO}The=RMaG)G%MVRWWz?!n5tUj^&VkQWX)&X^#);z{(+PXVqtC@mcJ6
zA$Fge9xseMTs=HAbi*X1O}Wn&hrb2Uh^F05nD`td%_w=u1W&bPqG;Z4vAVIV;k0IF
zeqv|-%kTB1zDu`{W{c6wr|$P0ZvZ(iZ2C<dCAa#Do-LWycz&6>_RiO_ZseW)Mb-BL
z^xsumJnKH~#$?2PKA;Zd71yukRd5spN)#J(UwoOvV`-ub4Y{oO^bI>N8YOQkuA4eV
zjC*3z`Xpa>Mc-5@G?`OZxIG1Z{uKD?qRRmSD-(db)$kU*7$BM&4T&5HBWN)8=`w>w
z;qMzId51Ay<sIoALpyX%HNktBF#d;B^*N;Rf9P0#|68ohJz!U|2^K^4KW-dW`})<5
zc%5JO1karSuKQMrBbi=DDiD)Y$yTtf6as2FjP<H50*$h=Gy7t(z;QvSicRKD&P{+k
zM<X*Nd8rh7fG@ik7!-s@`hnG@(3!OV>VdHn-?$zHhlib}W#C|lMpW$c*ru+4FZzpd
z-P1oP>Y)pO&kKM^wEkmJp5J8JM+EY#K)_CbxuNkjoIwN2477fAfmkv5G>sgj1HzAD
zlhl2xZJVTd)WSr|)cNn$ehf1P#Y)Gj(_zN3R@m_!SUt{T@IL`h7eMH2pb#-6KTu(y
z-&f_xU!~j=`@&Ktu9<x^so=3A?CA9@D(WmAFTgI(W6%}zQ;UP6?3SokxHhsC_<%h+
zIUWF$v$tJiu$e(Izw#wH206o5x>|vf=hnsF1G>9EzWEi^VhbgPB|iscBC}gFWiEf|
z)=z!@J#R3(NN;dtoTc2$KE1{Cqn+D}d-vh^<qimRHgl!p`47i&%fYX=WjyVr$S}=1
z69ka-{<OknZT*kshdh~^(+)!~m3sYUCOuL;RfaAnd{8rwDYr;t4wkD(D1&5IxY8cE
z;+1-SU=@wP&uX9U4lJ%Nyou1<Ux2OZA%+wA3nbNyOr94Mv%p)+@}!c3whegno1Cd0
znH&GIq72`}Vq-FKWC!>$s`LOLMiD2em}QsdJq<n~)Pcuia%ui-aK@_+g6cl%@Jhz=
z4e<7a(c0&%iax?*1Mf<s3|xP#dcfd{z><#g?`W?K)LJc_5E9JUn$Ve1Xref6p8vDN
z_GhvEPj`buBd9vOwed7mJr54%f`lS%g#P;|1G#~NGufy07)U^rp*-{5j_$sNQ>k6Z
z2dG(oOYDE9O@)~)+#?#6)FS;tEvB(uIv(S9#K+bEv}Pg`F~BhZn4zekH`bZBaSW(M
zwh=?5Ft6j1PZ#CZP##R}gP;E0_h4e^fbmHH7d8)Gz`E5E%shiirg_nN%wLOxFjJq%
zw!g;H1wKJAkyC%wp1YiM^lpf#wa7XjwH&2v?m{qD$*b2fz!*4z(-w)46`Yd7gnxh+
zac6M3XuAJd+3DJ+ng+G{tqbln57!(3#pOMQ$<s6nLoIn#|Dm$&A?&e#sX}sazT9R&
zAULbj9(4`P%4lUy`+0>TJv<l?a1j4v&z%gD-EBON1PG982iF^}`Yy22t*;(^KPEIb
z-d4;J2+|kY-tFr;hY4u_mU*8fg+1gyFSrU@@IGRxWk;s8nm6&#g~0zZ=a=AwNX#Bu
z)Z~3P1^&@OZJvX_F~kN3zLwl6*w>o>?uKj~n@w|8_iom;dCn`z^dFXRPY+^#sR@$_
z6z16@9$*z)g?H3&$KHYij;Zmf!fju3tx$7QuB#V6xI1_S+`D#c_G>VByADw)c+%2z
zNZmW={AieVy2ispTbe7!S=AmKGMiIhQ3v~$WT^{NZJ3YOXfq!_o(?&Eq>;Bfe{JFR
zHn#rOyk74GN)4;=`lb1vIpyGg1fbNod$l(Z=dn~FZVNOaG(KJ!a=1eaM4d@F;?YHO
zh>k+aLU$2m+k6~m(%Xnjfcu<=j)K$gqM4Z4-(>w~gNApZ#;Gu&|G1v8@c5V=Lc%G6
z%BW=(DKEpF9T9DU$LWTRiHbVUr8xgP(=q=Rz*txs8asJ(VtMVjZ%PY?n?Z745c3|p
zr%g$k<a8u_W=gpK*}&wn{BWxNyDPT}yGMg?{YxvXM3fIi<3D#*Y$J*JIxV}^M&fcD
zJFmD2RKH2io>@!G0|?FH#4NM+GZ<xG<zBfRD%S_Lll$kx3@>^mckdSOQH<%6kRb3w
zmQlO9TwN!b;Z!EYcJO7x%Z)^>YH{X82|JtnABqAW16T80A@k5}G7K7N;dkIusY5=%
z07-{d?}DA^DZ!Qm5jl??C|d)TlBvMe@4?jky=e|sK>>L*OWl-`k1OM$8mz1_$f5&b
z&H=>n;QS-}9tNqVzWFg72NcsJ23t<&US8JP#XP@q_D{k>>4=_r=7cOH_!J>kK?CX7
zI7{bRdP)i*9f1^}7SrB$jir;5>%ZLyE{(Bja~)}=3q9fsviBmqlJyQ&Zy}t!*b2L%
zyDtQs|LkXOx_{Ez6@5m^u-!Z(sz~LG$uqT|6b;jf+>XI+b}{povn(DLzY?D~Q%B@D
z#^Jp+b6f{E_LzQ5;+1oGp65?3=tCjOl%TWtCP0fnMT`l1%qA~NNz0T}2)<kU%}X;s
zIQo3`bzmy9xY9FV4Xn${6fbcwm#u1+9K>h*+ws^#G+>j*dT+cSr=4C7P~RGBU1F?l
z{qEpov5_EJ)5SEi!y%YH(MwTvgDiP46~CeV5u&&DQ|-Hso4IU#bMtDOKx7Ld%`foX
zEeiQ7=g{_<smG8aM~j8{8op^#^#$rDpTxM?US2Qt#=%{&Dz&qz9-(IgK+(n_le3}7
zY)-!nsp{~)PhVdp)@^(-w}6E-IyK)lZmgK8**U&E0rPKSZeiMP^F8QqkglyI34fQY
zLRxw}D-Yp%=yw+H^jeZK2K34vPVP6TP2DD+lkLR#vBzn`wXO&u?*T0q4sh%<K*QHS
z55n;txT<X0Y&tQ%GB~|~*{lBSx{t{C_H`{R$DGpd)&MITjCiTQ8Br9ws4R0F8`IYl
zXre#3TM+MC*;uPEUaLC(<8nupSbr&R!AHb!AH(V+aJdOSwG-Q`mHA4=NR_XEkJTv3
zhO-5qoP`FW`f33Z{hY)GTl@=%-XCylFDUyB-M}K9?bE<gDXay1j75cHnS+VlY+ftn
zHsiGq9N(^p<+w)}GKYCWTXPv&uU~Cb0%yOc&z1(o<^{t2u~k>(^tpJyz?l-Dp}IlP
zY#VjquMJSxFUBA{U~-!1Kv3p#jEy0k23F-FvNV-oof*Z#5(#IDgtJ8=8|MOS$R%kb
zeCGqEsj%xQL35A_8a^cmk7-5+0C+b?*pg&dX7o<sAqMRlDCQ2JwNmJ12CJaiBiLUO
zc&CoH#9g-x_LUdT&M83@Q<7`M1%a!#zq%ZQ*1wYc*50W)RIcKUlq6RDr8%!(&?Olz
zx;*fRXB4^a_vK<36EVPL=H2CwrLwLz#rhQb-Ci{!@<K~p<oed~wdV!_kgH8j+TCZW
zj=tkF{<-@|M_IAC(iQ6*_Q;Ksu9}BtK|S0d7d?hlfdGdms4CV$S|H-~35ukyDinR|
z;la`YqP`cgw{^k~H0Ol@V%^8X$N@<`45bCfcJj=E(5Ne+Pnpn+EQr9ESsqRd9Ks&c
z(NWb33Af5Kmi%E^{x?%0mGx0!Cl~^@8$HYN<lWt3qp;SvadK<N@_3AgvrnLG(3?|p
zoAEp%DKLiASSqKB)wKvjOVi2V&*LG&2IxR0c=D|;5pOR=gtC<j57|i@l$$%{Uglc#
zGD~C`F*mFLlAmXJ9z1<Jz43NhKn`kOQRJ9i_AIBOxFP#XP1V<n4F%WEH(XMvR8!4Y
zQ}y=LaeIBIP1k?T>X4{GTOQ5o+-NbGypdPQdi&yDlz!zQVyx2J+|}*3Y)Q9tfo`u<
zMfGm)Z&&~4d84VtSMm#c&OW)7_Xo_~EH;#{2gf6&(nTdT#2A-QIh|#3IlPxHppvP;
zk}y&iy)=THa~P!A*teSzFG=53BJ#7s((^#SDvXqU0+`G{0dN2XwAo~$*mT)|xXgOz
z`B#aQT|^kF)mf0-v;$}qZ2W|#U4*>+SNtAVl_(RpMq}ucM_+@jK8TOyz0Tex!oI58
z<YSOO=rCPI%kuHB#B*lx2P!@W3CH@8c*q5`?(+1UeXIeavuUF-ln3${^bN-07y-}L
z<&w0r^QmA$Bi%mBzthRnJKq^oSe?^7vLbKT5zmyohxh04(9?k73T!eND2fmAI%8af
zQkVqBS!C|%sX{V*-+(hj*=jwyhk5y5g4Wd&^psJp5u9adj2h5kc-R>S-bWAyz<Kjn
z&+%u(%~ZYFyIl|T?tRfn1^)p(dgudo%FPt-P(}Vl#|HalW|bq9oHg4;p(uF1jmLkn
zDb6_-^2|z2XM|Dw&#N0G_@9SrGTdn{cxxKko;$2@q?u~DbhqWrXebv_j!$zXrt6Lx
zb{FvVk~VRq6kKfc-hZ(pESl)n(%JZ?9K^FP`m2eZLmqkI*G;~3HkJn8@>pi1qy%Eo
z{x{!u2)Tu`h$P18TG_#ckQ`{FaFVHR+;W^oCOC-IUWj9Ar&Tdj?tx^FQN(xCIM;G%
zbCJFw3G|VrHvTT7WDbZe%be?+shG~o&o>`D8a1_enQ-%1>O)q$Tc8YF6uD9{%5r~_
zX1{fD>Ywhn7h4sk#&|vbwoGsW5M7?)c<H<JeR<t)VrM6Nye6MMa{fN;=55%w`FnkH
z>b3Xb@8;>Pt)t)J9X(xuY3=jIn~9Vq-;aL6pM*seM6zAYGOX**i~T$cSwwsuD4mSq
zeVAlZ7*4MbmKNzT8_4S_h>6g(_YKLCwz7USWJWl5?vu0)XdoRq@{wOTK2a_)MJ44u
z0AHz@#8iKhc+K|QHhw|YlzXF4^1)|WOuvP1RrRsQt=`zgRL$FFu+{EFmx!b<Oow;5
z*NZx=rTgwncTbw%DYY_#*CTK6bw!t(rvI_@t|;90Gu&;fAH8+@G_$+lu3Tu<_|S{8
znpq9=mLr)E)bE$W*%d)gc-0x+9X#ousF2F;`d*Z<G+8L~ax{p!HDQxMF=*NG9Xc?G
zxZ;IVxYNA>q7$;*V&Oo7CBkN}WTFL$-1{C?TzhcE!2^e!)0Ji5Pxz<}9NB$iR<Off
zk9?ZU_HSCBRylbxvqi^B^s1oMRO1oKu!b4cy%tJG^jmver90S}fLWh8AkZt|RFrlJ
z^pn&8+TK>ud0eF;_4MJF@U6q!0S)e}C%G#qIys9s{AUyzCJkTMEW+YH(dd&gwGTCH
z@uCer)$a30b0h^K>R=BuF-=I3wV)B)y$)3;6-aggB(Y9E{37B+XGS_&oeHE1pZ_b6
zDJjPb$k<OnfakOsq0oR)2?i9@r$7!Ub-HU9(e06bX69m4-K0V!sl}k5E)*F1!3rl5
zCIa*W%IXehD>6=o9vq4*Z|T375_E4+9Sv~$%KE}3XJOH3_gz-rxnM2&+hec~cwE)h
zfqkDx#D$D-ck{)1<sVBev2BMpxUGxVU;QXOZC`Ia3U3lQO|MCPLeOJM9en>byZQaQ
zW8HF&X5J_6AL$T=vSs><GViN8r=}eO^&+NJE2`A5Ukra+INmlg%@qzD4z3?AmT(p1
zZhg5`zzm@dbWp@1H`I&WV&2+be1<c;egPiT{o{gD@AAjJ!mV4RrNd)xCO^H|r3=Bi
z80thr7jbjQg?jxIHEL;!ajElwG9?zAGA~RWHI3{u3u~d(nlael%&QbSQn3CUh#MJq
z`4pvAk)1|D=<hIl;61drcde@iP<oh|%D@9k*%sK(WR&u2)t<&F*RUO`uz&4BZi;tU
zAP(JCb^i3l#GQ!O-}L+ag`-N)(C6HGB1W4*v)t=@;2Y9(*RU}R-`d*4utoty5R}oG
z)vq-e<wFoTDAnVSA$4<i?4JRK$t~ceceA8-W2JY?q<257{EPKoq;FV1QLjFHDQ4(u
zW@v2rF^Q%2>BNDpGxe7Mj8^KmYIwf>IH|jmy3t;TtJ_`f^G4BTl%uKp2Q4(u-KLLj
zQzuI<-qe-VBFw}3ZNyRu#pig=`<Fq3n$O-!{i*kom-X3?YSRinrH|J(cm9O0&;4zU
z%nKvynfTz_<3B6rFg!j(KfK+6k;tZS#s)9}QS*T4HV<&)3O+}xb^R3ew>zN6wMe{?
z?<<Xro2g)WBwSC8$n617JpxNDpga83TXzsls2<!bdJYb%M@n4oV$Rv#XAlD8DZ#S0
z1JsXTU<@RL91I4fDMBGB^uZT1(V^)$I2e1*b(IK%P@a^DAh-Gavqxh>I78Sa;q*qx
zyccvrF`<oCy!V9iT!n$j4anv+rz=bMrJ;9kWsO+!KDo#QjL=#~qeU3V8iBj?txe4O
zcjMZH70-(*UWNED+?O$8m1sQIyhHaK`@2b|z=_kYdlov^Gy+-|Xj}qK2}&Gc14?+q
z63}_Z`Xe@i+Hq>^Shz$8h4ZnHqfQuBbXWVj5vy0qVC+*QQzz^T5b$2=D(A>2Nuz^@
zh@ErLny5pUMpEdrM09tU-(Mv3VPdi}tEHan&sIOm%6#+w8b2ZS_z|gs)5pe21es>D
zV~w^00!H|iL?RUmT^r@FVOZoMr0k5S;kTEO$k*tuk$YiZeSh|=_&eACPDI?N-$8^5
zjcU9v?_d$tcTVZOdzSmIz}bg9XD2w%4heG205KQ(s~#`f9ZW|L!loX~9=*+ib}wcJ
z3$<CV-ZF63`z>*+50+%bBwamc{k*r5{Kk9xX~|qohW6n?C_;rv@Fuh1tzDEtC;A(T
z9;&Vmzd0(Bl^pFH%<2j%z;1g$Eh|33Lv9j@u&ygMMBayT-cpg0o<fg`8=<Mye8zNn
z8ev$tR~8CBMB}3bzmHK2@6!kyotS=Fz#&qr|Mes2+W3RwzYlHL!!9$VM5*8$kZebs
z6Nc~1wcWgmlpnmDaK21J{{7O<Y%z`CN$m^Ot;Fgk_a8)=8@&GK4)s3Yoo7y#oGjnm
z^u)5G?jfQ+X@x@xS!a5{%5SFVn27v;SE>wbbnbSt<1?SxrYSufPj6=Aq|0;w<6L0$
z78-##>G-3vN6jio*97rqG~jcI&Zf}2o&^GK@4X~T9)x#?lQ^apY<sUaxBDDOPhFpi
zZ_y4oE+$^Vz-U;&gvb<-DtgUh%ms`n#2i0%!hdq;P%%<pWR~LQdA68ri;{T6N|#>-
zD!P>OAzkTYVuH;!7P$)>1qa=;f02913n?AGF-*gk1tRm$K)^?YwYgyzJ1jZ|S0!ao
zFU$ZD4*!Re`6)tc6h>}4O{Z}3=1<uh{`|%7eI6e2dhd>K4!V_215NRO%);K_ES@2(
zpCj(SKz#5<O#XW`x$$T+oT9nR7W=ZM<6G~D%Ept_7p%Z&k4SBFAdWW&9#U95V>Wqy
z@E}4_Rrq$2?zE6`d5zTl2MN8!5e#F*>tn<xW0`tMna=_B_v80AOm`b*x=nVZO}4Ww
z3Bbsn$^5+}^Y>08rs~z3>Ml*~=ifU-v_uuEZoYH_UPo(1hS7@$7TyN3^Tw6cd~EGC
zpIg+Nzxa&aw<$3QxhZTYbv5=pI|FiqM4x)@t7K0`DTwhEa*#9RESmj3&u8WHOX#Lm
zi36u%+X4nYb@5qy7KsuLW(*qB$Wt##I|Df{yzMCN*H_QhFfhH3IxU($7t(<Dvgv@$
zqaY-DhF`wTzrxubTw3B%p)cD-xHKZ@wENFnlE3PZe#3o$SR=oP=&R7@K4J4dW*)IU
zq3kv`BU9`Vf!`ogiOLXWN)2}+G>Kro#`4JHZf7&XjqaS%wXWM*vVn%ta*nk;%{GmR
zR@W+W3W7cOOXKP;i=u1<glR;*YQ9aRG4Wk=|LMresx~$#BQ=|c)cEmCHN&fIuc#nD
zDC8~SoQ~I%Wg&;P(t@f7R4pZAiS_F7{qSj^vw0h6K@;HftFx<8o-aW+A5;X2O7u*y
z+A@DGEaa3wsZ!SpZbaA-QD|DIdyKGdk@1uACw1yBEFh+4=PT#*#r?zX6pl$=UPWum
z8F6I%RWq*6ui?}ebdYh2lhum5=oY40rRPJT4}dV7c^><rvS!>+n01E~NDzOd?Gdk@
z#KE0<4rP*>X!YU4h^2A=1G6g@)~bUR%6|vtCjKamj4F<dstioYjT&7wHJP@)^Y?-A
z;2op!#1CU}>638@Lvaa{iSK7JtQC#SDxbO>Hj`TGw^L4sJYf|ZkRtuxn`hIKSNM60
z-Pa^O7xzhh)&DIOakKMXCPmXB;u3!cEM7>u4VhTL`p*2rzj&dtrZ>rGf&6i_0K691
zymjI~N;R7UsVK?jF}(^gQau-9Vz2HXW*aZkQHX_DGQPHs{)P|<jr4-DBA=r#K7Q@S
z91ryi$%IC{=yq$VrEl>ExA@bGP>f=!>ZW%<F>rcM+d$#dJ9j`#NMWS9RM-FjhtzWD
z(#e?6UyQNh75&-=Ih>GxN4DRyeyTgj`#Hv<k#C$sAMk+O)*bw#feo@3t$H+X@rQ9i
zhC{*z%MQ;$OW4yTg94E;4}xxvgT@d%;l?W*W{s}PXFxu5kBLm`Mu89L&j-oKO@XJ_
zu0f*32=4_+9?tHN-|7;?>%@BEm3_u1uBehhdE+PS7!Rogalst%LFc(}4n;m7gDCv^
z1CBe{Y+b~|FX3Zf{wW4xjU@4*bZsuC+k7w6_*yyG^jI;IP)QfN**eK9P#qSfPP-ju
zN5y)xwlm$Bz>D<SX!JFxA(#mq>1;pDhpdmv9c}sE0VxtvchVg`H(Mty(a3B`O6B%r
z%4e7YLl4Ta)`5+!iLnvfb3|_5+3B_~>UxUhSbPms%7E3lz0fQkN7TOt-^G@~-n<l=
zVva)qGslc1&V<czc~OM~k6_AR_Iwtb1ysHkh%+{mN#6)2{v;?)u}RX>@ryx1v3dU5
z<+BV=#S5i_xgE6}3C^DS=m#0vA5l*vew=+97!)R#pn098BQ%z-KvV01otCPE<To|O
zuGw-%+soS(spS4uB^NF<vMjNS*Hc@O-%k3iTs&c=P(*|8)5WJ{6~D=089B@N;i}ol
z*0S~a&Z*%QN@Pm&SAn)`p1Hm?7nr!eL>!JL%8Z%w(@hc<S4E1-OQ&ay>P_!|EBWbM
z_RS_s1!s6~Gh=Wn^jmG)4kh<X_UX%90H;Kow0A}w4?TG2^g6X~zankxsp`zwtE|ce
z4a42g4DmqV#xeSFqd@h0`QnTFBcCg}-WMgDzb}Q&54k>VtZr(63|oCGa2cy^b3Iaq
zA%spjY^_5hPz16n{w3uOZug?Fs4$Y?T&*zv+`Du^(79lr>aj+jiPrfei05e?AI*>9
zw6EQr&>DN&xtU}#U6KbxWFOW~jGlPqZEYOXduIw{Qr(vr{%-M8+z$H*N3kgG8%^`G
zzjDK8f@fR0hG#ZD9zS#3@$Nn|Bl`|Fe)TwDYxzWbJgRO+nHsRwdgA|n=HhLCi;Uv{
z$Kw+&8^H>H#60}~tOs{#KfrNE;C29r)KY)R00`fxx8V1!m)q;j0Cjk6JMa`7b{Y&1
zJ*b;m-*h4qLbJ?8kJ?;_sKoZaUn3i)G24rDuD@mkZLncmYzF?(GRVmQZ=cC%tp?1G
zjbFh-4U?GtnuShOqPSY)h)iVdB>f_So`oVeMtjbdj)K$VNUm<g57qem@AT2$dziEp
z|I(tRzb_7_KNl;%Pp>?$>}Kd%cX=Sdvv&X3dAEGF-9_`=7{j>|#1%07nP<VmZ;O-Q
z&zt#^u!mbIWH;Ym1p1nK%#WoS&E1lu#f+Z5sXvzjp7{}-t$$_YrN#~hB}T^2EtBSv
z{vmp{q(d{GSI2sw0OZ^0R^iz3k=rb;|G2#;c+gi@xMN$PQnS$(U81hfyQya*<>)Cz
z-9G!l50cM?-3q~P+LCXG?B>hkQEKg&(su&X#=M&O7gM=&pSRal2Kc7H1+LL*-*J`9
z)OAk&j;#>NQAE?|M{TwScpAm5^FcDHGWZ{U4HxmgIjSKn>vjjW>^t^NEK6*M+J~v}
z9cF{}6pWQa&(Q|PdSZg*PyWcWmE!IZKNh@)r}xB<@zNUqk%3!t)>ldx+V4qlM-b($
z8}Y6m9lAPL2Ddo-wK%+y@1cN;<5JK<6lSgC`CMPrcX=pd1>Ja{9fz&ld~n$2V07|E
z->!DxR+7!l_tst>H-g+DC9F8p6#N`35A{N;|FhD@5Ah!#dR=)H^u6)sGp4Zo3*$eV
z->ZHxOKW`c+@^?c)LuOmBmvc6g9McBB1&(qW#Q>`v3o(OS3LIT?FP4Wu?H@}@{h46
zAQ5PVW{@f}7)r<(n{n(QD981T*lqBsDF~>Sq=1F!Fe)+Gg4y31;dAxoqpCA$HR?y+
zFLM!3N1}n-Py$Qs<8-RrkCR^lCqSa_4lccl;-2JAJ=s^L9gYU$8um$jS5c>v?{3g`
z_Jc7Gst*m5wkX?kMK~qg>6U@@(d>NNp>;+;Ij!S;+d_?}a!Hh7`pQ|Q;o<uHS}&>m
zDp|?zV)9vk`0wOgc9MMeSpAPE5k-l=6q4yghGC%d4W&nr)H+IJM*S;8RC<0T!#s38
zIGTYBD-9$a+@%Ky_s@Ir7gSX_pPv;*YB|F|alsCd01|vhbY};?llTc55`8{_Lmi$~
zyP)S@%@l$TN&3SR0uRv%#Aech2QZDxC|x1}4UA_8H7(K+QJjg`+{;F1`3g#*QZ3+w
z*+4AhGZGKKdqYw&#thN8YLOsgP}E{A=!XPbz*S3;?TVVZKiRX7#FgQ;@=M7*)sJGt
z`s{iuEt#=dRodL(aQLmPwuls2{Vd-`72b`mOW^Uq?1Y|TkP2*F_#ST~t}&Hy@SZ%@
z((`9~{1-M*3(Q6^F5dK&)=C!3Wh2ADR}QNq(#%;P2MshtbW}q`X$Qo@uOxIpWbv^9
zjsl)6g+Y1XgwXNiJ}*SWTEItnnxg>3&nuG*3swyYS@6)X6XNFrHy^u-us`}17+vrT
z@<A!M?+$h%2nbeZW<y<a(vpDka>Wls$Xh%Q^g{=M^R4QxnY(vhw%FN26H#z*7Hg<R
z{a;I)Qf|H??Yw@w??uB;E+AM7S(r<r!V2DEsadRKLUImud^mQz=X3J9z<}@TY^DPp
z&f*X*6x+pXk7QIIORE-MR4tLJ=Cs-|!)}iSw2k>kG=b-$%(qp22mGV634_hQSirHr
zwA(=}XjeJ{)`s^_EUvWj8F@Gy-*V=06jnnbh(~sj2vgbDG$8fyur@Ix;Zc4>9v}Am
zXeMF;Wh6TXq^?9Rb3Zspx1uc_hlS){5^j(hmtxuUEL(iX?IZM<<Ks(in3I9}W?M#c
zV7DXDs1%{b=%wuUGyK6OcZ^?Se+8W>v3b)79qX;ut^RKv8Q=)s6x9i@Z1*a6bMJTE
zH~N<?jCcK(@aUQW1b}t=r__CnGez$92@E4^URxB)k;nC`-~!%9-7o(w?4LNOJ-EE(
z!X}{1>}#lEv@Vk(z<~Ft7rzz~`0EPs9$ct&GZAI?=pIy0TJHXzzz<dduO%i8XL%PN
z*)RlrRPt`6G(F6$DQ#mERtVjED8Wsz(Hv>+xO`8}$|n6s7Ju8%`zIsC%HnHR?Qamz
zXEXb8g8IR3=5gPz^aV1o>EGhkz;fcP7)xNak`-r?*@`2fuNBhR-#CmL;s4pL%dyC4
zc;%MuHnXJulSg}M-I$yendSVdUE05Ij}h?x`;M~%!>mHZ-?Oaci@?e~^yCbQc{Bw>
zr=6CAF<3e18zq4kCTU*5Bm@MnD+Je)S4YRyKZiktx8sy8u%c+Nkb#on3xhNd1Ag3H
zew+@!w;um%WB%7*$*^U6t&pHFVIYZb2jRw^N$)m$!EN?rs+nhsE&x8c!Ck?81UpAU
ze9!LR5ME<ZM>m4O$gpQY*vKkA!UI+ou+aZ#y6$+W|37|<JM)grj2k3mRVo$T*&{_%
zC^8!Mo*_5vkrlF%q*5p%BYS3M6p?TwTh8oo?tY)|AHV<Z4}ZAF=RWWE>-C(&|Kj~3
zh=T#~s?TscH&Z_M-xyha=jM0gd!4+CZk)>xs*wc{$~?%j=h`9C2E4({7Ui}P<&lwd
z;~mF`I*w0uTpaB<(b;jLr{i?%4M~~Q=+E7ye|;+I^kc@_Fd5Drr#|VtOEVDUSD`$C
z^+<zHl{Xo$9`}Xs8BIPa^q9iHu+6-buE~)nPsB3*V9E`Y__|-M^j=Z2v0a@BFl$ZU
zNGpRP376bbK5GVW;7S~^u=j*1$7u|$S(8i5dEm?)n|w{;>%0i>ajushtTdw6OM!@Q
zv<-IojjPYT#Gf-8i0oiPYAl{cDP^zLgN`5bJp2~oUC*sg1*0GMEFozx;%Fzi&P#0~
z=dK~M@m|34-f}-4p|e>%t53H^Jb(KWoy?gxN0a<%r}4;+5=cgd*1Q~zLQ{X*jf#7a
z`=ss`Hn$*6y=wT5`?gfhypI$AxIZL1S|V6t`%<!nUBHX?YUFbqx%ug#&|-SUzt+l>
z&)2@OkFhbqL9sU+JhL>C1G?~RO~#jOCOMj-6ts46<GsF?4X#SpnW{4{Rc7cPPI~mI
zZHfK1>23bNE{jm1pulrfoWFlc4UU0%Fo%me%4dzGVdoxSC84DqkjSj+q^CrZt*I$V
zi?7g(t#|~aRaAMaE9S-bBFc?85|uCw!kgH7X1#gS-qyzR(FU|dRq_VM9z)<!OtKtF
zBBG9aN<gqSq&EK1v0*~(o6hNJ?v!!VT_YV!53Nw3E6qLZs;}Y9Xx#8rc27%G_R#!(
zc}7%hMrUkB)KKTonV-w#cX5rI!+EK*?+aQJ8H}$K%HM+4#?;iAxSsN#pT`s5|0(bO
z?Hh7cQQ^7m1wZ>e6}JI}67k%r+B%|JeQiZW<!hyieD#y3@$x4pgr3^RUOfY5p;Fus
z3u#4AW()tDQysDiCo|c?Wi64SCk@QFF}TWW;A{l`Mom)dyr96cXmj_xAc9kh2B1zP
zRl1z!wPtk~>3gx@pAQikUWoIYZ#mu}Y}Li9tgqA{t6t!abCx}XN9@5O4nA&jA*$nN
za5x4+n5+iV#iX5VG0^mSz$R@KPKu1Vk)NZ<EgR#km%>rVCJT9SUlzd|jfnt#M8V<+
zW?HgecDc6*G!FaADwb587`El=eB5hPT08-viPTbomcyViOA#|@ZbRBW%350Ri<=X7
zEChQd1(7rc^KsG+oKYZYU`7ZGA(6XqhxKM{iTua6a`Lehg{sUhq4dHZM^4sNrg|Jv
znJzsm$%oJ*X-kvjBCcu=BHZhvVz$NM1V}CDo@5bXj{w|l=pb4+&IpYA4^KCWz|p(q
zoUC{_<gOR9EozD9S-=O-<N$*HE!9`|bzG=R(lHI{n&5{?YEk>9(AF6pmotSBz^}%a
zD)|m(z*_*hjf@aCNaQ#6YmK`rX*mIpl+Q~!bw~46j0NlqnGM#AjI(RSW7vR2D#4rt
zA(Y>Xzdy?hEK^3N@Z;|UyN}+FyZP+hx5A}QOTjjuHJ_4)H(}NhGT(~2IfowP_|*zM
z${R`cJS~KS*efORmL~8(IVsn2OXJ=w2Z>#C@(*>ok^3q26-Hi4+oiymXJ|CT^0vNp
zkcGoNPoq9UFvH;Hu;taBdtv*2_VdQqMiWzWYd_Z82(oS6&<$BJdMb8;m&B%Xd-BC-
z_TiQE%RBc&T#bYP!X|BDUA}+PDz~9n8qT>TxEE3!e{;Eq_w0?Z@tYxTu7|N-JI!sb
zy!o7C5_s;}lE;N;7Z`oUSby#9?(&h+^e@@HNoUi;#!V^jl-VUpmCye)^(iUe)-fM9
zH1*wkJMRNjhE(3nbuU)`afgkPAR=5nYG;=4_4A3z9g8}#Mm=+c9Tve0)`6LO)K6)j
z5cAwV3z6_HZd%$UoF<|EMcrOcs?-p1Cn6r6?7Wbd5O|60ir=HtLpyFC5B9GAi+`K<
z^qa<qDsr&xz;@&K)WHM&>4{oq;6-@jq{enw7`-ks1sVTxdR^imY+7xxt#M<07rdsj
zzc!T;7~kfp$<^j5q-Pp`*Yh91s+?o44Ywcs>0ZD2n)HxfMx2O-7On4^G}&hD2V~KZ
zb_awRAlLB2ZeruFi<=JK^p4iS3XO1+z<>Dharju<@7laCzTA+F{`XABI(S|<3;GAx
z=19b#2G#us_gDLw8x{v&?vy4p$WV^jVKGvj(cw?<;@Ql}7fWd56&91aodka!Rt=#+
zYi=Yws#e=vW6<g*!y|}`L^fKR8!LXCxsYE=2Ks9U=GmLF#6mAzq&opAXIWDr6TyG4
z22N+;vi~-o8F}dIv$7LAT7374MU>ck?lYkp-$4TH{WJ3uFH8R&zaVMyPks6%J>Xoz
zNZ-E`zSHZ|JNB&i=RzEtvYyvgJX#&LWR*|tM!wG8_}E(2mo}UkBk<&swP4}S4rkhB
z>=jJ=rj0HxwAXrWH!|ly_;0FmyV;-+{rU7`8WN9HGiXgz6*p|F6OV4z$-+_-=b%1(
zl~K9^Dzba!29?_4PYw^VI4)j@IJ5Q~M=QG(u-PJc&Jpq!(squ0{EyV2afN^I7(>5r
z0A`O!mk<YnZEct6m&w+r4{OW26**o`d?7XrmTAPSs#Gy-4%E2bkM0%Hkc@~^o>`@N
zTvM%gua>9y|EcG}qBD7yoI+bOh;J$J)-O$*Jn?6cXY7^I!(uHr#n<R+C2Z`^t8bmX
zGjEH{c&1d^|H1u>2YwXFs<UIAiK`J{s8kY#Gd(tNkwT&>9%|NoO)9^d&dynG@)7Ou
zZ|ghNj%<<{F7tGFP|25TDDjB04G36pwFct<1c0UIgY7z~oRznCQSD-74TqvqYmTLg
z&L+qii4KXz765$qg5XWXXBU8WStj;(qe6Hqa`j^BIMvDf%jtzG&%dS3l!>342UXc{
zIrr(b-6rQ}`zrM-|1RESdhgL$mmV$+*iO<vxK^`%cOJ6pH)zuz@cUbz^jZ5OZFrmd
ze@P3TteMsRCj6trFGnnz@L@}bGv*&|^5U(=0s}pES2nsU8V;j#elGO7zVS6;PyP6_
zfZw%0<rsD0gX(Lz%M-?pjm9_;ou!o5`Yd=4J_w$v@rcI<{Ve)vXWM1Pe`X<&Ezle^
zoKW--5kbMB2%0o$5*kDXF<ZFyqV3SAaDtaYL@V6vt_lREwFKR~j%76i=|F};+<nBB
zW+axWDZ{c$2CUbGl`z>-aL*v<6%UL7HHt*&Bwyf1#n}0)nxZ(}6H-l4fJmM4H~@7^
z!^jaM0K=j3xeGCUR+uN}C+>BhyzQefYF&ILNw5rcoh@T9v@5{=<DbZgKSyJ^?a#}K
zNi`_mMrW6D^=p9_nqvleGyD`yj{0VIa%b_IU&nSENr8~DoX~r&m6ti#$?Sbd!$<{K
z;SJcmR?RLg6s&bz2w-@~Dz8>zRv#)+-}ig{)-lE0k0Rzb0?V01%2cKY=o|Mv-H$LW
z6fTGFE{rV6rLzbj>!GL(cD?r8q9Uu{W_EU;{30mP710Y>vUlx0_4A{a+qlf_Dp7H1
zuU_Hr`K7Q(G=i;#u4TH#;}QQ_oH}H$E1KffbyCd^DHDO_o>wQK6EZ@f5aeDn-bqxm
zmVmzH#I49#o}Ss(qhK%iV&+B_Et?kenby^b$RNgCmWUn5O&rL2+&gjPcA4^PFXHu$
zl$g}tRm0{PAALKAxqhZz?n&*{?65eD2i7E+PeAy_^p<QG<^)ixVU3YA+(MsJLKWBZ
z4T1><Y-LQ4v{B-<2VdBE*M3Y0Mv&0hW#9zti{`(IvXa@61|6QCdMTW{ExeLED`ai?
z9DVA+-B7XEPaG2{b-Tm&bo&h+8d7~TLfdpqbQ-otsAcQ9JD7h~`(jB7lY~J<q+m2n
z<{MSg4A&DyaY~o2h8K=4Ec3>)pd9X}y&&<jAVzZ(#&DoAZ+w_Um)|5qu}-Q-)?+}(
z-AgA=3L!4&Gs)7emTRGqGco%m|7<J|%!LZPMip0PNYK_KVX4!Ea&XI_cLio31UEpW
z+-8CtJa?_e?9|3iCa$AMQ8v*cm0mns16q{%ATYy7_Cs9o>Gkiw6%cnC^s^~Br+V;R
zzUVF35ov@8K<VU|Mt>Z1b<k#nxAp%Fl!($*li7VxcqiyU{5tIjzp+;%XXTO1_#GX7
z%dtly>YI`;M9g_VC)W_&Efpe`l8fIQ=MPp>(MW#vrzC*})p&a77jYeXxx?OTv@&?C
zJ(-i)ZR0w^;i%~q)22TLz5HEGv8*>??_YE`wCh#hOX+}pcaAnZ3WgJ;1FTcp|5>N1
zE#y;6CK!c?q9jY_K52iR-u^tL{aFT(5bLXzfPlTg6eNCzvQQisv;fKvuTU4c?$7l+
zkZXEPsF6#s>YJk5*Z#9B4<-N#(;e4aS)A2R;XAeL0)shpji|_;;;s?hpWJ@r@%hd<
z_ooKmu)~${-xc4#ld-tpQ2g;~VF{nyJDoVrAJkJ8aAr%=Cej&Tm-eMU2Y;yx>i8Vg
zSrepJ+asm3sdBEi-^N3*SCPNg5O>Z<ecKFKdi`}qPui)sT2YMC_Zqnfv4<M%VUm9v
zPo1L>09u}wQ4<_{Esr;~CfG<P&+Ob_a71_?pgaF(ZO$7lWjcfPX0yM_Gbe625AKdu
zmM&0kx5Vh7z77ky#W<qe?T2rmR-$&0_D60HY7fp$Uy~jj=)7kY0zY}5ofMjntHXCN
z$ZK8|-o9asr#y}q+c&Zn@%mh90@Oy#Xu>%yS;X1D2}l##9!IRv1QI(3jaCIAG^0AY
zMVGMFmv4d0O&i58y{fyaq1Amva>^>gLRWe7ZuNk%?1ZJrc3=cLXknH(7j$Q#I_YkW
zUi}@A3T=rpV68_dk7P5TXdC+KpEGa5@p-OkS-LfyBJa;s6-sJKxpcM$*@6~G{B<5L
z9EJm^!hn`xZ0d>(ux3uSX)iA=&HVoTXJJ8tx-KSyz(f$eyhspOBxss|_avfglb-hV
zYC~ARx(hw*a&ds%3ZkqulVKz;NS4-dcx%9oi1=kQtC*tM!~Ka!GJKV&nw2Vr^Wi@d
zcY65UmakYG*X>@T3-5YDT#KWQuIObi>tFM4^B;kZ{5ed2_2^GW!z*2ljz|q%w!>q(
zZGx|UpGlv{IU3;aW+N(k{(SYyW>1T&e&Y0b@7=H6zSW7(8v^L<Zzm5jzErupt^=8-
z#rjOF6#mr7UZGwZ5}VQ;L%^`56e3Lqf6k7KTF#-h3c`7=pQN(AP-&O9D~8MB<W0q9
zKJZF0!f#00rNAvUuD!U^ERA8I*hQcq?nTRY3ELLB;62o$bqdqSN!+NJLv1wb%j`@g
zd@&;KJB9(`$rr6WzQ9?whk@|TuXsL9B8mv!#PN~Y`KY{rvgXQTzQP1v2q%Stk~bdB
z2bm)TGEzcKHK9%koqT0H*Ymw2w0IifP8Iop1M)E@QOQ8M7K@0+V1xje>xF>jB{Ed-
ztZjZS)a~~}TzV($OjmNg<}sJYD>30X12HFVT+5@F%_lz|-*hK~2f-r*V-bvCq^XM_
z{dCzbufZwlvOee_L?FcAtcY2H9!emU5D}TL09Ix1kYbTqZCWo&FYn|_H-NM4q0&5-
zGwIY0F9tLc4Ya@0LhW>C;JTGs<T0o%Hw3HzlV=A&M}plDD3Qm@+{;Br?JQQY<~9|B
z0aG3b=a}It;a|94U68zabpGB8wlSZgaBZ>_T7-!OG7K>2qBH=loE6Z_AEOcqKx6#k
zkQ3xY15>u+?*t58ZhX{xRxt8<+0Qw+v67%uxI~Tzy|vHb70`(}+gmtLF5*)fRd0IN
zzUHm;@GT*UxVVq}Ry_rZe@@;sy>IO#NJDbik8qUfq6*}B?KoWTC%lsXX)WgN98-Sw
zOOzI8LSjVB-?_!c%9@tG_LSVY4Mt^mYr;}NNmlCW+N<*wB*JweCDMepb_X+KxovGH
z`sZ?f*>}rwON$G(HkHLVVwI}nMH+wp?CP^uwITAHLV)%R>#FBFGBf&9d156gKvi<Z
zNquTO=wk(+1ordMuYTX3xqLW3b!+dw`S{HKY`A|U+=Y|(`hvMciJaQ?+d+lz7o8rR
zG(~-pLkw|abjIHbp~_Hy#JRv2m>J4OoQ;fuU4s(%EWnQ!9Y$=3rEkDBF*$bdlVd)P
zHEUA_6Nf{k$j+)u;wwR_Q+t_<-8#aTHT^VlmcuSR4lXY}_+va!yw>o+@nC9IJg6=N
zWz0XN$W5$M*;G`4#)H&N=j|8!Ax^ZN*5=~K77Nm`{HQwstpYh^zrL9B=(p!n8IXSv
zG79N*pmI0~&f9~M(aA&*-QIiq&umw3<c#o^_P{@G$Q(_88hsvu?}M-gq4({uB24=M
zjB3ay6>dkc%k0RotP1kOZc@`P{I0|O?T*c^_*W@UFH3!Rsz3cc;ZYrt(MIl`mdM>t
zabe9Ndz(EI9s!&Y9>2XNNj<_owYo}tOw*p`8cb|l$hT_6uZr(K@K{{>MQvMy{;S@Z
zdiJ;W^rUadyM<l9^)+{m>MDPm=Rbq}3wAawe|OA$?$!3Uh+1xv^r$&M%x!p5(l|hU
za&*h*OLN_%*ZZaQf9|X>=iRp9)w;+vpbdQbnP`Lha7cZfe|dTE$9gZ<n=V#vI`6E6
zUvqw^cO9y?(@wA@>@?+TS%g$8x6djU4l5UaRLop9S~WUtUUDQckjba#_JcFfLFH-t
zF$;JP+mNGhU?AN4h4I31e@TkIgQkuS6>ecso#f>1S^ddp>XA`Hn`}ypcbJr0pM_dk
zi7rU<gB+>hg<|f%-wQwc)IQ|(KW}>QvUgQ#rN=(&{J8D{yjn3wSoz&wl_9^tXX~ww
zKy+GD_*Lck>YLrACUK~-Nw(VihMvjENWVj0J<(syv)?Pc5JH)Ef80KwgN7em<oYGW
zwhtn!yEohR)6O2@`-4`4QKI34(P8MxS#wR4FXqV=sVyZ}Fj)a+(QSDFGea0K2;$gw
zu^YIIci1n~n7A1IpxuFDc4QU%t2{@MG0cFzZlHngt4kwb>iJQj{ej2M2TG5h`*Z$W
z=;nL4(9~eYbot2CW#^DvKUtsMHxE*t5%F~llin|^ow*JcW4V(RxHd|huK73p1I_#a
zEEHio8%;K$+f84mS#K%=nO^&&)6eQRewTm1i#KdD2c4<tJf+o!YTqxPVq>=&4)wDq
zgnC@7{s<tY?^o#q32)a5&Olkod_`A)MTtTH2_!MXJ-vzoNrr!2X*4~i=KNcSJvbns
z2?aQphvBU7r^CJGGjeby**hdZ4|z{4CQG?!FI=4Kjt`AU;6luyb7PVS1goWZMtIM_
z<+X)UFaWwF5ecwXWtDbiS=b(&t!woI3=8C<a<cJp;uHwLPLY3<F9vhvy2>ViDU+l_
zsHfi?N5ICuraX7OK<8jHJgH^I^I8>UhMG@6oi;^f$y^rda_g?LtSB87$Jt?vHv3*k
z=Xvz9&1)w0j9wf6=wGCuC@YZm7HoCeG{f)lv3^Y#47yKF-u$Dyw4rEfk%|mVY&LvH
zHu6%U;A^kzM~nDLDW;KyMOU1~_@2iA|Ee5|gn)HBwzzZff-9k!ck}flPCiEL!BvTf
zZU_e-B8sSzS)ti#Et184Stgn==q3>G9jiXkCEOy3*h_xPrM={y#eQ2x6Z6sdtUjL*
zgdQ!9WhI*o-xIKGCG0&AlSSrU7%U0@gHDLKFehSMTe8V5gY(TB%0)7uI8;XHvtzcd
z-QO&?RD}Qo99bnoNYuUKb=fIj%i3f0r&Q~I3SAQu8b?V^9u@r|`sBOt(+lFyPo^g~
zNL>mH44s;)p`>TFwq5J^(i(3Pm5~c{6MYl5H5InuRN9x%Uvy1{{C;h*;r_7O#;RMx
zsvGJ&1a+R#c4lfjO9JFedoI_*iVrm37q|bK_uvWF5iT_*=WGZTaJ{5^5xykhEkIuM
z^9Ke<tUENBL9ddv0H+M<$^>2M2h_qVK;dfEqwLXtL^^{3$daDJG@g}ls?x9C8E}+Z
z7jeAj5iNXS;V+l=W10|NO!v<nvE$h56zyhxV>KUtC$X*D<@}-YQucm`M6QB`0C7sJ
z=SOejgL3N_ajk{9RuDF5R_8fQg1jz_LtU){t}hCzv@MlNsrM5Ch2(!U>3L^G?F>DH
z1mZ%-=oMSR^gD0P{l!WA9Qy(NR`G}-L5D|+rY)$?wje=TYMV&uTm38Uf?O^A%K2()
z2d-^m+foM@wO?vP;~=gH=a3mI5kGP>M~)t5te$_6L-Is-R1?P!0rxh^&E&A!n)U1_
zV%GjrztVm6-3yypLZ{ar{$5qn;gvEBl+e3f(`z%b45^-@))(U^?RXB5U$X^Z2kV`;
z7|^{)t+1S!ZyvGVNW>bss|_ui$RF+90GINag3!U0lL)Nncn5)Sf&u^6%d;GSlCw?D
zn;VCUAgcY9^zV~E0k2r2Uwl3SM#n3}w+iddgy<mftFYMCc^&%-90_g7Y)J=N-tE9M
zX~aeEZvk<Yw{^1tu4Mei2q48h(TwbIN%?42D0`ft&9TBVE$dMJ(V^Tsa;|OU+?BZ}
ztIN+8mj&0CMOT(Zf6FKFV_B%LG^C_ZY_#Dl5ad;8B=-l6;gW1c0^=<}(`I$)%Wr0U
zE&!1&kC{->h3~&JTD0YTlA8q}d<e4oeUDt2;tMo;m{&?{>;jaA%q0;Chqr*R>`*G}
z)^TYN4h$pPNmVGYK-lXzKyY`O(crPTdn6HO@##UkmB^=sJoQ0{IuX^rBJtTrE#L?P
zN@EXrgJAb3`4#C%UzC^Qn#AU3nKQu!Biz*>Hbgephqyhb$9DVkM?Z{kSPV4r2cP_<
z??$$gE|x`b;$w7DZ8eMg(3dXKsDm@v#VHc6{Ew=I_MY7<weK^|KeC-o&ERyrrNwD!
z()1M<LBxEhZnu#+();I>vT|)w(wpZWo;E!P5@<E;;Cxgu7#j(fKlQC`LVH%u{~zgt
zy0u94(aD*RIh@c-H54QtQLYoQ>Gd?oP@OS%$EXPuZYJ@7I~K`hl9V)Haz(MX`@K>Z
z6jl(aiFtRhQVd@%hOfM1cah%*g%!yzolssrabi`OO^`cXIO#_El^-|00&%{9RcLXE
z^A)Z?e!zJr)q^*gOIygV*7d~w*0tY`N~;=PK@(qX8rs_Y72Wsle{z1<QU3NJACN-%
z>b8T~l_9y#E@^EYAb0S>?OYjEz5B5@GYcq>Q#7NBFdA_b6sLBj7P@}}*=Up#ST=Gx
zS+;o@5WCvR+KT|PS<q+F(yeqpW=|LB#`XN{I1(y*5u-=rdzcwH2aRh*Hnx~L3%6jY
zQfYyxT#776k_;U2C#Yz*M&|X17)&CHnMOp!aqGZv@&<g59Z)eMY-KzFU<Swurb@~v
z)DY+Ae*A(b6G`HMfS~O*U><;$#UygJM}sv)XNPiIu5EuanLafa-YMc~VNf3xSFGCZ
zIx6tm2Nkn%E?)`0VIWmjNY;Z(B4iEl<ns~+v+P}y7y-junhLyw&14;xXq2YD2)l*~
zvRe-Y5V$xF$XU!pe)V%+E5sv6utM{jF?Pu<`$nM7r3Ja2irIkm;_YTRvdNHdcT}>J
zQ6bbq7>r^h`ck?X+9ByxoF8}Ngt#ZC*)^x{vA3=i=p8(%JikeH;P=Ay;6c%Ctw?bi
zm2^RE@<zKHK*pN3pNJjH9<w80Rv|eE>0<^tu=G>cO0Nz(rGEM>P<rWxe&LTd%l<kb
zT_<zDqo(qvDE2F#ujM!oJ7)2W3uz~gWTGF)$CYL1L>AymkEIA*PkW{M^A<Zo$IVGM
zxAauro0>t+BA6=fr}Yu{w@IJQei{Ec+g2qL75GYL=k*ufd&hVeWRk8iUx?77bJy<I
zRsda_@8X1(jsBgv@z=9h<JVA7(aRY^$fVKbovEm}y`QPi(%CK=`Bn?wcRvBU@1g%A
zhB0|VH{Sn#FW@4%<-+^v2YUP`?Y_PgFpOUmyBcsdcew;Veg{Y|+BCR3-txI1eVOs+
z-LFT2=P&2?<o@aTb$H_;+;vk9qPdERi<Qvf0Ar0zRG;#rD4LkBFNI--alpza(?L*<
zIZ+fm#-;?}#w90$I4Qw8+h=UnJsZ!D`Ggehd^MPu9NG<ed7DhB!H;g(m4s7JU0TL|
zm$DW^FO0M8KX|v2v-I9^;`8%??fS8y1E2TnBk!3Ob=agf>dHe-b?yfCgUE*<N%lKm
zk@cDD#FNwiLK|6o>T0L+&$n?kiy*Q<R*F*!kDF}rf~rsLDdJE?o-erPk(ZBn{(Ias
z9#3mq=@_!$3ZT#I{nez3ClfQ*9&yv4d^DuV!oC_4EX$=9@f+Q|3!aHSd^upDm#3Vh
zZhJJWTorK3=lmH8JaHG0iqQcm=w12-pyIl;DzWDQ{B2+zeCqEqa2!t;k6+ROq{<*J
z1Qi{Xhh?a22L;etcA0e(!Q{}IGb6sf9}niQ4?JGVbN%+r;>}NGlgeClG5(x&h<(xS
zu&E*j^+W%tXHwO#=T5{^BRdYS*C&6`{%t+MD_muj1<oIItgQ!_;GgHzTs-6VuxQ27
z@teb=KliM{^l$oDxrxw_Gs}e1=f9@Sx$z-7f0b-WzwA~x{dR@THiS<t37--*Mcoe5
zWrD}zZ)k~AbTMZoB_2?L(eRSdCB{)6aZ0K6uYkv5elZiXT<bZ<(3uA1@iFnrAH3iD
zpX63zKXerm*V86M(ezVqpDl~H`Jp&z6nL?!YHB^rVvNfW5p6o(Y?!)Xf2}M%y>jpL
zd6uS%iA%OM101JEvNTV54!&7QG(dj~{^k0`=j&m6CfA*^9=?Y(eP2v!e4az3X2Qc}
zelwsd+=++?k}th?0WFDRk-C*Hoo0E>?yo1>9AmV-wdkd?%KrTo@5QTPSt?iP(N$d$
zx6E~70Z|c@j#puX2bxMB<t!k@Ah&oR%x9a(TUk$!(&0!fAU5KmLHqy1#wAa65&62F
zS_{brcH)y2M4VvdM!9SeBqG(!u4ERSQ2d|i!V739rV**=RRnAXO-Uif++1`>+qV?_
zgC?0cqGF_<owP!y7C5314zLz1$_}RapW3yViy|*<jP1KgMXNNhiCn_$HQOPtcELXZ
zu^oo`S>F(Apk}BEKyf`ouhO)w%kmJZs{DMM5HE!MHU;zskuEo)dDT1S217f0kcE{f
zksRD2H{9<DGZjXtM5+)1xOFf=3~eC3CIN<skn6RZKk?0Oo&$xbBz2wjDVRrw(!o6m
zYfuN|1zZNPiyJH)V_Ih^gcGB}aoKy6OrT-lb}N@iq#%d|IxB&|V^|~{6WN7dY}q1T
z%aa5WPl*IRCYS-Ny<OjK`J9oJEfYd@;nQ#|)J^AOLa3^kecED1S50DO`&5kp6)p3-
zqUy`SYFw{PLceXIoVvgbKh=7=j#Ia@`G(b_p@;rMx~+KYoelw!G-8c5J^G;OEQ|1#
zJs_R|fbI0N8YgbGZ6e(+8|%@8Wh!|srL3CSU%D0NoY!N2_QjDn!GK;qrPi(?;n6=c
z^^E<7D9k~FY2R<~&tx7A3TZ|?l(7>OXA!<VL{xLLn)^FmbEXkd0Zzx!`FYuA-6+Je
zyGR8JPQ>ia_PG6=#rlQ5@A`oj|C&d<TAbcT31wbdBYRG%a~`6@_*o!(*E`X!SQPOQ
z18Qhz@Aw$zi-mF9QN&*xm*t8#{zgyuFZOurjz0x&<Xie5W9;(UoL}8El&`UiHaXXL
zkVS{jm0K~vRCwZlc!45NX3m0N`p*mzMWpWGbrk*^n79Ccz}xpzhVSoiBr?MFGjpQ*
zC)?zARpK8q!XpZslZ^yU873R^8_d8{S*<4XQA}hglWdB*V`f1fWVPJ5>djW>O6?{`
zdW`{8jC5dB0~j3!WV?9XL8&TtDzC9<=a^vVml7~U_|oe=nX|q4G6bv*4_c!g*@K7P
za##?Lu(<zWK`F;}?D}0M`T5N|67A8^>eTbJ_+G<#F8Ixvg|Sb{K+o0h<rfpu5KU7Y
zupuhh1-LGti}pA^6AZ{Mpeo?xBZ=4lY2;>`k)U#IZvNZd)}?DM%LyK#lbZ!&R?2)P
zAf66B0x)~5b%#S`6sq@^be=<2QnX{)ho-A9DwlaqzNkve%v>#OpH0~IAz+%>3X1Yy
zm55klJ{O+|es?0cxHqKOC`8^UxHrCq^`fcXDZf6btRSfHonJwf!|l8M@2ff^|0cHm
zzPqs7XNzb2d3MB6@>vsu-fEFFK=fzzb)0}Vs+aqEuhZu4UA72xb~nH3t!sAknz4&V
zki+XUXZyvU@bjnN%cq5>Bk?-0W!$wG0%*5cPToL_FQ0eo#(1c}%@3Gj3yk1p8I&m)
z(8?1~OzbJr47vaU>`kVqW;{ryrHscwjaCM1+hd{FkrQjE>KA~z8)eq~GZfm!Ab@43
zLA+she25YxoQcH%H~};o0As<qP;W8_)~cjJMBHqBlSZ`T<uD_Js|B4y)8VsvabG#y
zlsMpY?A5ow<2$gj5*yC9RUfLzIBAJEYx5HzOmZrc-sPr9&XJER^v@rI5_`cM5ut<%
zwg{d}DMVnM_|0nG{O<@rM4S9UgCYQq^s|OnAGE3LJQJLH)2*jr=9?Jt6bobuD{RIT
z02QS_sAy6oAV4*`Utko;2-mxeLfFJzh3ld61*Fj;baFJo>9m%gI3z{*sF{d|Tw<k=
z{;fD1;en}lVOA0$4Z218I3q-jwsh4^c!le+Rs?!##Ocwo1qpIgbo0myb<Zjs(ZYX2
z>(QQ>ub>@L|8q7lNs+Q6KYx67Bhu~&Snl*|&QpYmI23t|!|Jrl;3<b!wflCiiZy!T
zda!~SOCYW{asSBemBddsC7k6inp)IfPp`JjYcS0?Z<}3inq6y|@u^xp2ZN%rUGpk?
zjgpON`=m={^Db;$bb^j)rir`CYfQCcQR$8o@4i-B*e(LkqJXzqJzpts#OALK`6A5i
z1$%x>al>QVBg~mjLT~?z(TO(qK)s*q{F7qNP3I_>_V8;i@S%;MT&DskA?Em#X9k*X
zD`8a)3wv(s@wJV@b^ErI0A&5Iw#AM-=0e>8VIbfirIEar$8-!yCI(%lM?a<Zfu?xv
zHp|pE0`BwkAqoOPcmhv<sAeu2beDP_Z@Lv7rb@)jwY`*xA%sQ{EhR&0Df38Jn8?FM
zPkP6tIrJUn$MrUnAx)>4_N?}Q1kL7vhpTOkL+e7((*xme*(`5wH;s?5f*q%e|3f7y
zTTs5arm@&PWz1g3ZwV;!!G1Gi=4>+Zh|M|E$#XJw@2><{KXa;69}NvFWd5@2k0fVb
zhJLbOUw)4~^XsT{BYu?kdiU1SRQ1KE#tDrL`>_4C)~bJ7r#%C%KB~CO*lnkFkiRNd
zpH=#P!#Hi;vmeI90#6-rCHd?03DjZUFR}wHYMU#t^7Vn%EHm=@W@Pj#7ZNEfN5>n4
zongTpy_cIdkc&CkptmefMmXsqRll-!@w^us@i&?-we{3&{z38|w3p<=w3xO)%`*O)
zyUroQ(32E;Bm=F+B)1IV(JVp?+h_>+_YwLS)I5OpklH6s-yv!+pqGxlW+DS$ov&8+
zwPHncj<W2jS0)5@i1Y=)S(ew{1v;M5wDONRy#r_M?7Sp4L6}G+%a6&#=hbc@-*_BK
z(2)A)nKOe=B6WN4xhrcIhrfR|y{Ylc=KJ%^A)yr0yK%CknI8oKnmCnledAKg&=i?(
zN|WzWGKQ}!n1OZL**w?%Xj^jXR@R$aGRGO=Z+gCQMa}_;+c$HLuSlPVWx1Jn(@jko
z9@t3%*d~(P4uMpWrCDsBNCaVoBR>rZd^RM5=aIZjq%>QUE!BkyR>XkFG^m``VOldV
zl)%bKgF4r^5ITTgZ4k=>S!#4sG*=I~flD000$mH6g|r-N#VDb;|0BsuRFtE-vyV9R
zpN()x<r-Zkd(x8)%iz-J>kmwi+6!XZ*ko!kxG|{qCBjdxzK6gsa+cy(e!b<h<xPYZ
zaIp;Xf4e90BpoXk`c^ABhV)$|)EQ&Wp2HhX$AkXE*K%06NjvsyFx=^OO0}_$%OD#B
z#G!++BufDb+c8B9Hwd49N;5b)OJ3Xa>tIe-h9v<6Ar~NEPZ&6^On98eV6HHAx49K5
zdf|4IlBza3+aAFdO1Wm>BqLQB-ld0yw9t^rwAR+&=ss>%^1udCPlm;IuMWi2j3KBn
zpoPtZEw~03zDV)B%V`|S4*o))D@MzJZ2!@oliO9~79m3Kd!+6e{Z5a^R~KV1i^iEe
zj~U2~?VS>RdJ&ydEnwq?`A9Rc9P)PEc$-{s`g4Kry8^Bj-KWqvHReo4edYjOou1A>
ztH2b1)q+7{K-<#*T(R6h8h0<hNtN0%Lt%B|RYD>78AzH0<%QeaGjx05{V=suuC%ST
zk}>?fb`tMe!1hYVr`mgPfiTbsQ1s&Y0WL~NMNTG2jVt9PANZ(wiKZNeRVFvDIVckH
zS_uUVqqnXCAy!Jv8gHrjdqRu(-bb)~FI&*NpL&XqyOw5u3eMm8rF%j3Zg2&>k?mX0
z74+A9FMfc~pN6!)WkH`=Yd-(=GoNi1vVm`9+1qd-zB*7W34`K7i_@*odEcB~p(eES
zOR-jJhd$E$yj)sD*IY@>$g%_Tz336)?xy}L>E*??sw}o_d`-ny<ZQ%Ne*avP+MH1N
z^xC-&eAf`GWkgCVf}t%-L;mf;N5tG`k2OA?;w){Ju2Ya~KzS8GOpb-#b0D_jK@7sC
zttsn2Yv)l-mD@!EU@pMbEb{m$%s~^eJV&j${|vX<$rtg^&JC@y#`Y~|yLtexGUNX@
z(t9f8FaeM#<Q1^BPczU?WjXc+V?Q*i2*coWb(X@2dszBTVSN+}`YrvD5>24B=hN(J
zlM<`Bag1^YhQKo}sJ1E-r=}q+f&wP!EB4;8v8O1<1+B)R?`#khB1`8lc4sr~VaP)|
zh)t92HOlmEV3^$uyl1O9Lz?9ehqbzM{pUw8ew>JU|JUqXthK^UMmO|P=m@z*=JDB9
zx2p)GN&Mq(!>bC$mlgYsKlJs#JJIE?M79>uT?1*Q2?wSL`ez6RJQV~(hHS5$va~v7
zedEGS^OIJ#XTDvpD{gRZtouDkUmTwdX}sh|-;Mo-9I$~fXSzF103V_RL>z@~?wYtw
zPYvNsC%@k`z4j!-;waKeCH14$ZxYeqte(trThW$wTC0GlTLMBg0>0RK_-O`Ay5PhY
zff&{$Q~ZZo2s+6O;jk_|DA`UQQ*;_?%9&;fB9RMS*|=h2K!W+aDc{*BXNUwQ)>MLb
zfCTcfyI=jt&J|DyEs5_V+2}3DRT2j9^wL>0LKw^d=9e)!1V-EvhC8YbxC+2*>|qG4
zEx6Vdm_ErB<}6x#{RkJrfP*}a1ML1w$G3r_>MPRQXifh7Pt7u&_6I97aw40^*cgpW
zODsfF0h2&;7U%4awp6()h^Xi`>v)TOqmZeNVQV>#ZVn;;HEUu^eE><M7#~@-6wJhz
z0F#Y$Ld*}XuLySvZ{cOwl7Hq}EAVVlVa*95nG=vJk}-SGfidz7I!Fj5wnIb#KX^A`
z$SS!PXi{fI2kj{L<4Jqkl(=3ZwvuG}ZWfQbU!NN1A66!Xa@qmS9srvo^e*^?vFTfp
z|ISv^WG-l037a`W-v8sxX9Z9`VT4pPVQ~o3`aquhoHj0@RRu*w6%`=N4by6+k0xLg
z+7XZjOwV2W_=hKZUXqC_H}rF?Sn%5+T0xFJ*G+C26CW__t_~aASq`$_zjtlk&v4h+
z>ThBk<JpMr*3SKd?Bd<(9}<6EAQH=N>SdoK>Cq3VXnC#{Ifsv!M>xE@`Z<3b{?SoX
z%&>J=HW0;d`EmNeZ5Q6E5kBFV{g<~_lE^<@o7~>3jhTM5wkb2stEf}E>v-*_wf*wf
z*2>9_rLAK?&Wgf~`S;iVtbNepq;RG>i0g3{(0ik1Up_weC8y`A>eJ^gZ`CH_5bfs)
zn5t3h)gm^V<&u|dV_L`F!Y>s3J>eCxXpf3<J?#GhA7q;yH9Y~CPzQM-s=oq+w;U>`
z(auDbxL~!aogw;7J8T|6JZ3G2elA_fS(_XP*jCS3dDK{e{KU1x%{DGe&@i!j1XXCy
zBReKHJA~2M=;ukr(6Ni8?zUkV@a7p@QZOOO!Jh0oe7O6Qt8)*4Sf=zVG?D`R!U4$U
z(*eGI3~F^YYK;lxdf0+lW$L>Q54ZRDTanzXGEe$QW6HV9FV|6Ikpqt`C+F?MI|g$n
zw>|PAf$;&Xg1pEYWQBUr0N>nkz&BU*PkS@|qWNUC%x90pz&q#_!sEbDAkyQ0$<C(J
zx5yX!TZd<a_g$2BMnXp{0^RdxMomxO69eCU>}cNL`5>xs@;o!_-}i&bZ+1+YPr&R(
z-`L|Jrf<V-<fqZ~_i|z<zPevFk$<eoiZ-}XhHbt$HqoZ9lwvqJDNSp-!2HLIgr(XV
zG&5Rs*%{$|JD!ZTfpx?TDj^_d!lyjs?CNE+=rKOTRL=VL;lIb8S%GtV;6F_@n|e~z
zCOIbfP3Dnc0a93Eimj)Y_{~XA-=_ykD%+45%b>fTrg(h54Da?qP~NbP;4dCws$+1-
zs&ZiGk0EC7;ntrfyKZ<0Z#;ME2+q7LU5&syC(EAUMPDR-W`(Oiq2sAf>>d1awfCZP
z8u!jY;ys*Fh&9iDGAk1{k#)>4kI3I>W)8r5NHUIp!ROZL)1z~m@ZN{fFD;rb1}{x$
zzqz9*5qt{CXxsg8ymMe@Tf)QbnR0O+;2Uw(34JVAZwUZ5fL|-kd#dHy9r6sOE73q5
z0<NqM+K&#RFW$d%>+PFc@)kXFMo5!axrlCf>Mo@f`F#)E4L2m&41@A9F>J6`7)w~I
zRF_z#6|+S@ljUH;Y%y`(Ft>ap$PJl!!@Xq@br8-KaWsrapPe6uGvI2f0Fz_>U{Q#l
zu7iOpR*uFqSd_>Hd<FV4mJBu~5m20z2kk0Z6`I%#x2~o9>IX|D(*F%e&FaDdtK?*)
zk#F{J+B<}yrsxyFPU))=_W5<Nu)#0zB?Ke?G0&}I5G~Y2gdf?!RD_x=tv7ZYB|y>!
zS&?HRkER>F;s7(rDWhqe|A9%v$wa~?neXT&OH(Xnn?e8%7l#;4Im9U$6@}b2s9{9Q
zEGjLuS<zl{b;7S*u}_rURp<|z`-K&|SPwWPe-7FVKsFJ$z5K}1Gd7O>gSThA^z>ZW
z?_-lGfXGG%;{zhAU?C}vyn%CQV|ywq8O_hxbDFXje&&ZAmIj?c`@I%_CMO)BhniQH
z_ac|&;4{HtT{m-ln>E>d>_HIwG9eM|_$x17Js@D*1Yg+ScrnwASJiE=(m(F^MF!da
z>hYKR9`U`|kNd}uJgGbP*^a0)GgDS@ceLOMHuBA<NXHwI3*nr~d%|}%6hF_Khqe{d
zGmdWpV|fRa<z;(|UJT^N1U-dw3|<#5vyq4acy#v6i28QhVWn(5A#KpP(!;#`Y}oIS
zh7J7vUTf)R_m1!FY}x|EcKABVeL)IkJ@!m!Y;j@vcKFfV#7t62+scG7D~6NSmQwum
zNxmLRBQTW((Oxd5<WM9t1-bf@iIz|@9Y${f=c4i=^M=l|n$b#Ol@=;ot_gUJjIWTU
z=bw76F7&?eDZN`8{1;by^p@Rz`IknCFSaVND_GPD4XM(bILXOWq?pW{=zBl#iIcb5
zZTgcf<ADv=B}XQgF`0~j9ejDABFqj1()unMu1%{QJTBSSPY~n0G(&PtV4cw)c0RKT
zW2w47Fp%g>{`>y3WboUSe|=%GLAK9rzp%ikY`vEDJmSB3#(u*B^#a$I{k@mZc=!A$
znk$~Ym&(A!N;etk(8)k<?IqN+-y6s`(&d>9Epgvp8vB_*=!J0@A6vI_VvW9JKs@NM
ziVhbZuoQk+$<>RGQP-NhClr`9ZWF}_w|sr%@)?J>W__DTGw=NCtIGcWq_mit%k$w{
zUt40Ek7~`c@8mfMBmXHP<PjYwxh?Iy5$~x6Ix0M?sL1?ti_c@aDdcWtAUCG4(<_Df
znTcdL$wl~CG-W9fFifDjA%bXUgSiQGC{|ozH6LpQB2dW65r>+bE4JV>P5i9pQXy$D
z^(fP&3*K{!YQwr-%FH+vV8IQ{w5dlPFf0JxW;4?_B_jZ)r2zj9E|HuwQ!Wc{F8$6`
zgWxD^KpD;uEML_G?@1%kWYj%9b}2-l-0No00s=`?Mg#5FciwWI5h*Cih@h2y&s;2t
zsHvZ8FW64oEZNSkU)`tVcDDYSFQ^|asNbDsd>w9;1g_Z2(eHZoTu*ea6u&;|@*sO9
zpz7S((qA=|vpy~h??3FK>%CX!4l9Huu`Dk^*%&c>6C2A5K|v3Gyq`)*iQ4@-oV{OC
zuvu6_SrjlJr#whx---?@RlMnrrD-D~(XEV6_F+fgc@crWMUsXNyEB<W(yD2?kN_ac
zr6fWSFf)xoATv-O9Sjh)1H%m_5~%S?0F{~vvqOqQunM$304E0CSXrP%fsP*|5iO5x
zM*_Hx848S1rNkhl@1S7h7@QL7I~Q<3rYJB#kDWvO9+Ms<%Ru=M?&>tCi^S6b2OBzh
z7L}tbkz1J*UU`(8WoPugKn(^NwnuG(XW$vWgPpQ(RZkij$i`D3r3p94<<M^5mRbTR
zxw(zM=sy{hYUW)a<Ut1`{=}BR(@i8Zpt5(Maw?-*m<U>%3zJ+yqGD0#exiMoRv+aB
zZdMA_z6Bn>V>*7?c2GxT<xdlc3FbrC@rM~+V}jlE(qIwIkj0lYs5^<F4Ke88j74O#
zwQ)dN09*<I6HhNPJO1vBA%;gjOV$wj@Z>54MlnUH@<j>p+mrZoGOV5hmN|p4BEI|D
zf)S!}kZa;{`GC?nrX0jD6>?WfQoW&@v*J*4#rs9+MpacrS*c-)&D)`dCGTX&UD<OF
z1q`BE6S`+hmWFe)HtTDbTQzoGh2)&D`00xDKO+ffWiYt;6(h$JT(9FRIyZ;)e9faO
zp6L0Sfg(UKhbjfnK>rPgN9P~3IF)K3R@+DSm8&6;Yk`#wyI$sdMm8G`_ox1*_Kj1%
zukCf8t~H$4N?qVI3j|gHuoCM0fxORC`K=65EU$O|YtR}7!RB4bXANxlMQS5v4?lle
zHokoZgIcH_^`h8Zzb&Y(Ptt^`Y5D!&l8cea$9R-|K0g@hn!k6puv5gX_Vjn3z#>6E
z&zd!+(?nZ&Kp{rvqNIucrSZ`nzmR|5BqmK9Lqz&_)Ss<{wK_Zgd-7~DDG-7f`q%FP
zG|V)rY*PN92LXR3LeEq(x?UuCcUF*$##nW3?Y(deVV|+=dstqvz9Ei9Kd3|hwbN0+
z1kae~OJOc{#%pLt5JhD6l=bca!<Q;MqCNiAknjNlV5sOFQ!k!|kclE;Jc#zjlxl+J
zs@P$`bXQ$N8vs{LDRDPWeq#j(POsP`Prh6iq~ljt!;R5Yzm43*acfpZE!pz{Ja2W8
zsP-+8_<7;$y&t6;iDEBre|TIO-YDr@cVRgAe$C#d*YC)d&sz;=goEEH?|cs(xgApa
zfjLh&LOPbDcd;pJ@zE!D+T`k3U2S*u#W!~bu4v?l5>?J@?wGE>eLs45<&!T#MCe}i
zYZ-uzeU%ODDk9L(v`apClPqhQ6hgLwLB_EZLR7J$nL*gh3}-5!l<AfV0)Kh@^aq#n
zg$S9w!w={;%oE#0OTp?$Ij<-}4GQJpJMmn3vvI?JGgk53=e|)}i>7-_uBcGEvgqgj
zoTFm7{n2!`zno2dGYq2aBKIb%)bdXxu11Sl9txwZ&1~_0{m_g5<?Tl<!)po1ROBZ_
zw7p?%?M3TL0^(7d)9NdY$GaO&Kv~i1b7)GO$Flt2s1Y!W21x(c%<&0-_u&~tdQ$HX
z*1<{+%YW@J5zC^{1}r2GS0bZ{7XsIl-gvUwx`7!jYz>&v8V@#StKlY%))(kOVKZM>
zcRzd~6Bjjpjh(W+rICJP?0GVnq3v%F1kj=_`>IrQXnOgS=CwTV%pI`(on#rlC+J%Z
zP=&lOJ*4NezRObS#f6g1cv*s^PaJ`?2EBj}3W7ly1P!$89w|vfQvi5vAPN{uJ}zK7
z!Z5<kVXaxL@ak+}t?S0q*>V_~oTrVPWoY3Y7GMYr_uaxCDhy09DqQR}^1uR*LbwZj
zA_2$3Edojyf%%JF!r@T2bTDQohoChC(j>TZ|5^ze;+W7ZkYML+*Ztk<l&Vmxx?L*Q
z?5^DxAgV0+sCX*Bn=$WMX*N;*@a@=^eOMZn4<-T?DvN4H{v0E?8|Qak)65nz(kT<r
zQUAuVs~4QF20IyPDmr9K!Jq^p4EQ#YZ-G<u>hCQ;cQm#K2SZXkB9aJwq_G)zJ|^f6
z%0LqsQY$l?t;MiQKT#y5Q`{NG1YkSO2ON<q$beO>>X8yj0yo3%$`5`%7|zD?zK$lM
zlb1q60#Rnn79BdgVvq%<N28*MU4Y8pu79M05&jimrUh}R3#a2=U{L;DZ1VuWB-oY4
zGmYUnOHgffQse~oF&_u;HP?8zgc#@exb?Uz%So3d;(IgW`hW2~X*eMhcv7Bttbm$a
zN-KIrizuh1RZ$Z@g6Prl%t+g7%oee|=n2U#{I3Id8giHZ5ku{QVsEnLuSGLng>Ii?
zlB4t`pf6q9r+>s%Z?<Jy*W{vuI=Ws10-)7<rT&qxdDQD$fJgZ)eZE9{4oyvesHv0Q
zbXg@TNk3%oT#cTn$KbftD9^Er)?%l*oQ}1uxTJ4E&vCh0$5I1oI<InxEs^UCqC1VF
zcWKp6Hh{rS<qfa7+`ua()XEkTZ6(h-O@|ASF<vDApRVd~1~TJ!w$|wD9=R!5yy>?%
zqQ%zD^iE)hkE`9tDgadB(}~m!QC9YgzGvPQY^%xt2D+9{9hjhGdRnZ{Ul;v{U=V<B
zOU?Z98x0Dh(%~d@?j|yTu9*vBv{@N4L=73vhT?zFiCgq&WjPj=9k94JBb$Kstd7%P
zbpb#w$v`;C%OdNF^h-u~x6K2;r^}PCZk1nG%mA@a3PNzhb~3*=>HFkYyaBKh0z8=j
z1Q}Yp7le_R(cOc`$s+g=m)fXl6oNPf0Pxs=p7B%9i6jA$qG?`Mv!2h7xW1oqh?MQ)
zoi14GgC`vw564#oBJv_Zpy%TGG|-elpiA_7@x)0lCRYr7!bDoVM{bvJBI`P2_lNdP
zyo$G3n~MC^bqV>%YFbLCt3R$t|2VvWCxX7_$a3`#qw{Pa%id+}By4q@xR|4+;+|it
z@(c47{2?TmkjIr}$(u^~rIF9yC{t4g4r|t-;&5O#O<@&pGC>&;n92vu6VvA8mMbUG
zQbO4G=q?nB)^`^%3`)q{+S1AAUQn>x^#Cn5O(QMmU?bg|w{8RkyL&v)z7yc9`E@jv
z;b9PV?ZyS`+m~+Io*6RL7_q$g%^Lq>s<O^?WwUFrT;ihA>g~p0`r<QlM|5r-o!*+R
zFZ}+Odf5ChQ%c`)K{!fA=5}4k39;-gqhd4Pc!zHv+h)Hh0#c;M*RrI-wQ-aLdvGub
z?G|=4=R>xE;5=N3heU9~(U!Q?w46kkV98lJAPb0WMk2K6Dh{%US-`FEAs?Xw)5PGy
zzl*a#*04}cfb17cz$xg+N<VxBz(yywIL}V!t2E`S5KXBro8)4SEqxf}h_)sS!p6s4
zq<vk*pqs-bUs8m_DT)fymC4KyAP)l2wg3#ok*l)6R=``%sb3y|q7;fSV4`Bm;au|j
z_(fw`z}U8@j9}%r-Yaj$n|6^;A%{5qud7JO`eI;6@*rRf>%tS_tZ0#g9DDGQTMX^o
zWMT~TzuBquh%jQALFhv_OW-u)Ih2crBJ3_#*Z~|bMwGXItVEn@)FO;J3WQC0BVd+<
zlB+?Q<#3O9hPHwM4}ZRdw~Js54%IZ4v5yDb$&}P57c>oD8JT(z6!wyfZXWyiX9tCt
z<s!?SPR=H2qsSP6hzo{SUKyEf=~yCMU@7l@6dqM|X6M16#veRN>_~PUdRbCbZ~CaQ
zzxgEwBM~K<fEnb12;64}#D;8)@K-0#Rz_k_Yq2vD-6@mKCmTdJpyM%wgt<3~WG)y6
zb^rWDd9Hww3<cGj3ZF*B7oF6`#=Y`iO4eg`&))d^_5?T_p%O3BeMPkA>d`)9kshN$
zM7y!!uK2x{BE|6^mgU1{zWF>K?Y>K38EsG3KEcI$pSr}&_x_Kg>yBpg@1sUYN=a;O
zk)T?$Myr%oViYZ{y%p6eHHw<GB37)b4x?JT_TII3)!wSLTYE;Vgh<}!_nzYq$2pFi
z$Mbxj`?>di?)6xW9;;iqrn7eS@r!O9`|AVC*M?VVY2Hg)r_`7xGO>fQE1lc;6Wdv`
zau-o9OZ;kxhjF(Pd7VVTpubl`|5IqIY1c32*Dw_G>q>Cg{}CN_>E^k_rQjs#J!!Rh
z4WXvfnP6oLrhXvpcctv;w&j*n)BG=A+KC0vs@4rohYaG7P5<1IF$%#KTZ80TICZQ1
zH)^={&n5MpeFLAXeNFb(Xx!roXD-J$24Tq05WqHiASlV%HuH3Qavs=Prt)0`#ldth
z;ApwkP*(sYPmt919?I_TTb{ku?yWvS6S4$9zSxp%PsE0^grHDaOlk;W3eI*9=dlRq
z#6oDK4;}Y#PFZsPSiKlkS5Eqc0Vov-=V&6?0acU4pr?PI&|JK+O;QD#vdKL&XM974
z^ItYwZjQe3aNat4Ut5MXS2h7#lwQ1zmYw!|Q@*caJxAQ#WSpB!YA9^oEG0JN@u?pT
zp|(Po;_{x|le`AD8jfw5S0X$1bj9qj>Ex>K#xYs#?kUXAH<gt-<`z33<f=sOw8)Po
zUJfBce^6N`yt5C^!zN)3uYHW-*GN<o{h;|I$AOIa;D<6>K9(c54<6aq0zJP%id`<!
z+l-PWF<sv|zJmfBseUb~Ia?CgFk#jN+z~wn9oi~EURsk00Qx(Q=zE?{p5OK%-duMM
zEcFRZf4#k`@$VmU9%(^lyiSHf?jUH|qwSe001D;-MtRJUijjXiT~Lf?6W#Y}l{d;`
zF5!8Q_gtubVdVfArS$VAF9GXcIXh$ZrY?Z-l>kNe0;!XB8BV`|Ct}&S$p6M<BhZ9X
zGTJhbuvW%L?k9pN0mr*=orTl0k8(jE@{-mvd|r?I6uJWcG30&1_sZe7fw}Bwqv@ph
z`O8E9;H1eYrD)T#HqCl;a$f7;IC4U)ZIi=hpFyfW@U4t%>IC4|h{CFD0@1JkK?od*
zz#oZ$U!|tHE42*ly2CIyut10EWkiym9tD7XZjY4#MB-Y{ink{C76gQmLd(kLf9dS?
z9H4QG4Ah_w9cr2E5fWw?8FtDFP-JxfIeLH{M^V`PO%!7!H&9*iA1QV5!Q~Dl4hFeB
zN2{e=K8mJ~4t^4Ov^8)E$Tqq>W&z}O1mA-VV{HUKK$Yor^)r;Db<<(_F>CDKbZqEw
zssZu0Z@>s(`k=^&>cqR<fKIs|N%aK+8|UEbm*H51D7y#+hv*uFUv*N^*Ue@BOQHJD
zChrHt3=03C>i`Om86*(gf{}+X2IL~=HbN!}v2*`6%W5lv6K1)}C?hU@3@k%)0Nfch
zmogcn`7WQ9#od4L85DvnUk;u6pq^9pZ9{y+(2o&_8e|E56iuzfTDuJcY*8x&u!k>o
zb~z0ov6DijKlLC@U&DfcZxd^R0j`J#k_l)Xpk>v>u}^ds%kT^#D%PJ!_6XCMM^mgG
z!saN`PDf`Jrlrx6_wK3EQGpc&f)yJdr7ztaHS?e#{ZE$W)Dv?qDBY(WiJEW!ka03k
z18P38I-HNhM;Pmit~8&_&m79SyztL$@Ne`v9&q+~<mGijQa+nI5um{Y^LHDH8YR3L
zx+f3C0RL;247C<`%NHYe;i}D|>dlY6vi59_l0T*_r+!&ZPRvFY1Ci2K^iQO|lihXC
zf%5HTIO(zyn39ov#~l4)+}(R)*tWN93TY$reifX<s*mvH40FamNx5QIl{E$``iD|d
z?7i*O`rdi~nL!Enr`Y7tE$`W~J)7D8Bpx>N`*}}b_5;U_WJPUtG3GP%W8HoB?zy+l
z%6}eo_jTk3MWgeB(NsZ%K_sN3{XPRo3tMid7C9&6ww&56K8*|YWWnpm(L$+>_Vm0(
zU}Hx=l)mAs#9bCPRQx8qkL}3qzpb9y5!KnBZCo~3#13~N?;3qEBdCgWLWRUhnaNAo
zEPux^B>TJ`KPhuDv2Zc>p>_~ekQ)xlPR<xoC(sU~gVFLacuv4fzjyer)sPY+k!k!6
zR;A$<Wv`p5VWV^a{mn=I%!h*p-KH$=aFyXXfc+JXJp5?>#4>zh6H+5Opuy26+NHsO
zh6y0lD2s0gz?r0GRgw{m<pZ#<xhTTaQ4$(np3R&U;HJjxedT=>L*vd(5{_{d31M4F
zZmmr}Tdm6X6#Gmq86c+Z9K`>)>W}f+Rjt`aJu|tBPe|v=eKj_Xj&&kEYcc}}Wjck2
z-aXhkyWy<Qwxx(=oeDEZLOBao!^N$GDJ(wi{?<=F9{JsiiIHM%drJZ7sY-hFy2+|Z
zk4xt&J~YQ4MhCRbvnXCpa~#&ONN+jl);WQGFp7^mxCSP%i3U>b>@oZ*Ij>Qc>{99<
zVGaqg!7C5$hl&&1Rr$!M5)0>FRm*U00KZ-2Ft-8Dg>yqCOb|KKf;L-4l}Qf)`*Ss$
ze~|r40(Vl<2h&gQZF_t3e-4+5^f?KOINau{OZwtp*hjx9+LN-CJ3~h)ugVMbaqXFJ
z8KR}V7t=|L&C7edJ0Ix&X647|Kj@H^ulL4gQBj?hb?Z5S1T0T8_G`3QPB*$fcdYf8
zv2k(A%gL2q(EqGw^FW;va~SYUrXP)<#B)+pYzzt52`RvJbQuD|seWf(Flnzd{t%k|
zG2}bih6N@=YGYS>&YI1*d?_9WtXr36y4FX61VY!4@#r=#n@^yQ2)OTdC<6X1Ir1kv
zHSkj#x;0o@hZY~GJyDA8X(;T|4uUl@Hs7IOOt4^yj*p|Rmm@4p2w08P<OlzuW(b)E
zep!u_F&t%_sEOdQcos0t8bGHxMG5H#-)f}_l3H<mW=Ft)l{E3nUoLesl9iPa7h!Z)
zVQRi@&6p9AO3z!&1f}B!@M;D(lE4}igltDfEtm8JduIfEn?ySUo@Z8_Wt)Ge+Q#ko
zM~4N8Xrjp(X7SdUevoF+E{F(g1H&MV1K<#z;;@y+`?TTay6s4ZgX#w84Nji@OvjEy
z8EOiG1#)@owy`-Cy;T_eTUIzbSeZdU!F-f1^rRa`q79%cDHa4|Y-awMxbMn;VSXjt
zpv=$^sV|3i?(|M~*~6%fFb{7TU%SK$Q43I|H-H7h@?#0PvEQc#2t&nPX<xs!eEmlL
z`prcXBdmGlMizVI1+Cprvgq8Vcy_f%8*vK#X+Q9^C6oQBM_9iv@0hCrbbwK4C^^^F
zIe4uxM_%oFQj<vR%QACnzeNDCM5;Vj-Y$?(95JjPGxqu3cp+6L4(j>!1ps1U%ka~b
z*3B?<zGZP$8*=-G<g{604@8ZcB{F3!;k2@bUW~nK=?A{kQ;R2rC35rMdgQ2{PeT#e
zS?3>dew8s$BI(pZ8BuyMGJOAbMr2}t2Fv+i(rL;KSEm+*k=HKyJEv|}5M7T#V7zr2
ziXto_lg$;6C(idv!T+8l7o%^Dp8Hm=?O!#62t)cpY(RgH;xgqLBT-Frig@pZ^~Q5U
z*8=r<J{vE$LkXY}9tYJYcOLJ31{UAC-dW4gC^OiC%iw_XiskTUGKGxeIkiKOmcC5B
z>{4oa!h`m3<Jn%4om}5K&;H*1Bob2Hrb_@i%!V1g)FOikOTsHi0P(jY%TM=z@@)Dv
zF%Oe>M+Ww$a?zHl|7DM2S02ogHOWs;HH?wsI%pl)qq(t(IxQU3U=OO@GAFn1I6Qrj
zDyYL1!AFZ6I7TLKv?AvKj_hRKb8oI-*McooPJQN8T=g8lk|~anZK@AOeNU=-$w}j(
zu50S8Pm)PNC$lI1tF1Ft=Ua0#))E7E(^8wHZ+qsp`j?cv@p&>CR#Sb20?NC_*}XYl
z^FFuS#${v*M@2y(t<l!j&r$h^OOvrE0^v=j)G@t_k#^xL-0ro!YjeW}ltMf_OqG8T
zyb745!vyF$cKi3Pd~SQ<8sZyz{WR%`OLo%dv#rhXW#kC8MxX#G_~7sEqVqBXk!OnK
z9e3Q9ak00&`URgO0~Yb}lnH2DRp;Nodr*>z)N$i6Q1N)1hBY8{6*(OW?)D~kkZ1$H
zlx-%UCu1@;?K5%Eqh<J5!@?(K#Um(XZRsN=;P5XJ-g0_!=1TTG8El;oIHy?o?+=@#
zo&U?Zjz%vnp%s1hTGN`3<gQCn+zuxiYdVLayXbOS^3%VbIuvu&t<uVr-hhMJYRfc=
z&0Cqou$Kp+*_Cw>d1u&MP}nta*fqMa%!B(KQ{}#tc+*ydW6%;?1`8=P7Da_5R4juZ
zC=v2=THjPcAb^JklL3JMZ*~giK1xl1rsF<Cm-@M?rm3^0ud_o~6poe%zJvjMT)=5o
zHnh$c6@rG0BDCL|+k|a!V=^Q!0mI*|=P@9fR)^J>!gL`TDE25&mfAy%jT!8sitY(G
zrg%Ww`2~FZw1J@Sa`!c#Z-N?|{~`uzsT6!qifA(c)wqQ3V5(m_os|k?re_fzl^QYa
zfHoAno!P=v)DgnhLZWN0Ib-EP&~Q|4SVW<&Q<eaovODZPu;zu5qUf@+4L`&|5wNDK
zfa8O|2!w)&FmztV9>a^jsdGC-vxs@OEPjTnKUazrItAY<7mle&kk|xH%Zy>VcYab=
zQ`-3si!WZti4F+|J~0gjl@b=k7C8}3s1{|%!&%4ZD6n*MfGNadjGQZzDTq_>BG@<~
z!uP(>`kkOivGJ~?mw)?!?f{T54K+(elq@^7GAK)$zy6MNj>H{a38~YYuOq7P*FB=w
zs<eDwd_H-RDDfh(?1drUqY{PpmVwt=Rs);|g#wQ_9t|EvrdT|cy-k5l<L(BZfvejH
z;b+#uB--6SERgPB4HWVG(D77~>=~HI{_P7<<E1+5mexV$V=$h{R{Y+3`c`J(IiTs7
zp`a)>=#g#bh=0;atzU~O{#7k&S>DrXv23`#%qY!S`|JyK-5E=J=RJ0$Fgp>dtwdUd
zFYhxqu|!m{Lm0ws?#VcVXCDkRZ}9X=UKJr?aH>bYN=c!ImP+x~*SQs+tal;hJE74M
zV!H~^$1H{sa~i1qF0Z|@oGlqZV{ra%Yn}a^2rUZ;CxN-08PK>2Dx@0)XX<hQg-&#z
z6cF!^-b-MkpzzA6Xx^2N=)vohLY;Yz^x1x;J0H;UWqk^HeFCJ6zUNEOPn5RvPQ9{f
zL93TeRxicoU-k=^O$e1u+%NkSYS;^I`f&W_+U}9|^uJ53{WpX1>}NyrUN+{v9J=W}
zCFcD@(fg0$i@q88B^T}^nT!4#;3m)Wv_E`0kCO6oJGI7lb6y@rzdDX}#K$`0BJ&qm
ztr~@zUT8V2B*Ka`%6|*yPYaf}2}(i9Pqk3ToRk5HARM$noWg(MTyhcK6!>WVCmJ_e
z6i_Ydb&C}GkRww+yr{WzVxC`k5e(n6v9e{nxC&PzwgH%dHX&V(2;P%unTYQw&A$`g
zw0$QmJw*sP!r(ou?;N&JGZPo^g`1*(E*U1`ymC=~aF4O7LWY7cg?xd>3(zPHwp~(*
zKmL0Drkz6+wvbz$e*ERnh{sO)U$WPI3gQBTiQ?+3dgoFz^G5-KTiXK)MGqABoHOq3
zb!>22>&Y8i25Q!MqYw5Eb<vxr;is?U^`wWG3uY$2IpIUWeK&>J9%eiw>G{3fz;l)f
zi!Z%n$m*Tp!efwh&?Vb{E|Sg!jE{5s_)bY&9e4$)DFlPK*0jEJ1^fY~HZVxo4FQ2`
z3ZjpT9>}bZY5yn&83a94aaVt6=Iv)^W$g0Qs;WLedv?~uKzhtjadQ6FugS`h@s=vC
zN#H4I^<O|O;0f#R>+3)IA6uE4H4-PI&g_Sf^}Z{_l`ZJ7RS5d~cl?Tp;)!J3u*)8=
zI%8}a{xmTQpHeJP-6kA0EF9^+j%IO;$HVniL}*m50<htGQMa`VfX-M$1@tCp1i9@P
z(eZEJ_=RdBOa)^-9X$(G89?+u(ZMmgtda4;cxd&b2;ndY1i)zOpgBAatXM=<hXSeW
z!oR+)Na4kxh8c~+-~wSd@Jqn}J88)f76<~&NkG-MClXP3e#O30HRjBLa5wE}Q=bbt
z8JpTfdVgX@Ou`bF0gd`eI~?#ca_oiLpJ)-tV?=yn+ccFjjj^S&6b4~WKft~I+Oxs(
z6JOvBD!%1#p{9IFcqm$G`HEf_-zNgb0Q|durPrHk6{Dg5Q#ztNeT=yZLyIZ@$HYKt
zGxrU4!&Nc{xcx+rEIZbG5yP{>A0q&N?Wj{{n?B+qow?O1jf7;B(04e*L7Bk?h5#AB
z5HJv5R@Un*fj7U;z=uOH!E0)=Pn~l3b04s;-x7vFauL<t>Mk#1hho_w`Y^*O-{$6!
z$dU({R@^l&_q{guk2Z8+hQO=rpSjFm#Y)zODmH)9BNgT4oQunO%p7*HpPs)>c=68S
z_4N|sI7fJuQ8yzb#6f&v!Mu6GtaWN8Air$I&3Y?yK9M5~Sv{Gh@gwf?f#v<tYFRk%
zt=xe(;|SPFxZ((1b_>r2tSFU9Bc8XS<ov2DMtY2v#=Wrh$icqTTx+tup|aViyRnba
z+Z3<c*oQy)#I;){YE~>Q`O7Q=VSJ@{{XIru!ZhexJ>J3T$izjq=Z}+)=T!RcEBTpm
z&p4LInDY{06r@YpQte1K`^IAC{58+M@2FInluQ7%Ra^2p-{<K%;-}}g;g3*!#eX?u
za_9YVV>a)Jy5inDFV-;by@+s>04N6)jB<wi)<_W?*G9IUbh;kLHvLw_zgPfLIt0rK
zA_|V*H7QBq>6MlixdmZtdr5gMW~t}9BP1VeE!xNT>;%iDi{$x@0g`7JwQ#UyT4O;H
zPC~)Dcrd70=G@yoqyk%Ea;8ym{8m?*rv03j$Z*)YNQ4RmQDvdxK-zR}-S0HoC8X51
zm{#G;!{=_kQ^r^rkMu$3Wd#TAz*ZUJd0*E_KN~lRim`%$Mf$vxVe&+5e4!n=Sd*CB
zq9jiww{^_~{wwo-r?enVdVba>xCs7<EtvN=xOZ~RfA{h6?C15CJAd2*^N)VmYz?;8
z&V;(0L@4mZdfwyP3cOvhvoe93`CV}`leZu_(DWoZuqJS|cVKxgYE&!qyr<z0*O$#Y
zlZ1DlIBV9P8($MzzTzb^$|B9LoYEHThNd8_tw}RGMaM=(0fwU1u8uEP)=KaP$H)7}
z9Tck6$BLzmBXhGw@_8H21$Wm9&|YMWEu8&mR39<>HGDA5^ZNBe`}qlV$(tv?CIR$i
z$TvTYNhj*czgn1UcfTD)X%AZ+cV2#GosaB!sz*+|dOmjb+?Z@e0E5(mQMweyf}T<t
zT>Ct-T>HY3$nLM%w(Ox!IE-O`v=d&g+=s>`;o-%%-mZg5x)&%og<w+W!N?zby`y2<
zKUUHd+>@Jl_%Xw|WZV-{XO0EB;T%V~>x+j&tw}whCV)BZ6ut1~KvK@?{GF2|d82O}
z-E>Ge!9nf!&Ub!Wpabz^Pz{|H3&k#=)wiZ1%3$ui=x6}BoFGGqH_wZyQopRFQbSY@
zL2DjEAK{@7E<zsJaIC?3wyyjng|;rjg=sp{g^=YqFtQcm*|JDhj(|`9YB6O9TZYSH
zbWgEV0I2tDFDGIbOD=~Y!$4WY@Fx_;Gzx-<jfW^wV643GtOqs(%o$i6aZ8*gBq-+^
z1qBKrVj*}aJ2mD8>nP8k7_xHD*Wj-x?ngrEY=es)bksP6<lV44fq|A$w@cO7On3&P
zkLqo<F?LF7<pWr^XVf2|VepRR03cv_+-?Q}0$&8euLz;6$Tk(V3}NPwqi!1}nU16B
z5Z$G3B5nM_>@<P5vYz4fQcMjonh1toWH|z&8c^{*IuGSWqsRKOO$%s<3ey+mXH?OL
z%_669w1O~p>h``-B!Z-jfB_e$96=*+Z8YSN-ip<CaT~ZjfIsd#a{beH(Yp_oVH3=u
zwQOH3e?ZjgMREjg)X3aO00v8QuK;r<py|HwDh1YgYR&x_P4%Mu1nSAf4{Z`AQ4{!w
zSb6Q+C4LZK03N0h;A8=g%qTSk>xV0B`sN?U6bxj}#;UL~2R&6WFRC7TKTkP%ZqEGN
z)MQL7?wc{MR-qDywa1Oz)vT7&*PeqlkttuE%KE5m^5IC>;Tfb94d#O2<|CV5X>CWK
zk6-HZhF3BdNTIi|>)xCn!tWGwQS(3gfOmO#uzH(fBgfmj2IsvtxFacr&U{H@ejOL}
zx{skv#oi>fGdF)`;`$&uo;lYI#6!dLN$h7!reu2gs)lw&rLB^=do_ocmJe^bkhMU`
z>I+1wMz=zT_w(`nIHpJJNU>Q0_!#CCzqGtusTF>X(`x}qSfZmX$%#8ZDpT_c0_;6b
z##GMgpwQsTY(}_S9saF#PJbQ%4D&#?*<@t}J5pBV0W_L~?K{z*k0dcY+%s2dW574w
zGUh>X_2{<Pb(>Zc_30=JA?ryFXk3Xk9pzUaQNnyQioC>e2G~g(ht6p!_f+suorxC_
z@Q3gME#05!Me<TwLu5FTJ$ecH6D?f61eRR_`%~gQlv4w(5|~H;47_Bt`qDAzJv9lq
zk2_n-(bFk)c205Y@Uc2Vjvpb%_f+T&QOJ+@nqqTkOaSjmCHM%RK!G|If-l`Z{)mAl
z4E7POLP`!;B)4;s+YSCdF??HPXDDjhV-2GULQqiU%6^ICn6pRctYnP9Zq7o_lY!w%
z9;zg=@>dvT@xnqnPVHs7oSa)t(HN-W{O|^)vs*#q!7Lj;oywmO`Cr-~6?1|zZ7tn^
z+KekERo28+?d!Icefr$pC$A;-(}F!H2!DeyMZ3KrwyL%C7IN%)rw&0L=h3B<see1>
za<X#bxXN$dv6Z)poZGLngvO#0l@^^JH5i+%G2Uv0J#3;0kBPp=wa-=C*r9=<W5ytN
z3Y!fhgCV&6XCMJ78F_hyTWVZ<j<L~^<LW|}syD7Zdu(g@)bYcen>7M*MJ>Xullrp;
zF1(J#pPgM(Hk^OYkJHmsjLg+$HwJRCt6874WMXon_EkL&t{?BVe)l8L3&P$>TGEGo
z5BxijQ<HuDSiDqQa$AKlwsszqlF01grJ9zbkX<e=l6Un+c3bj?BCUa`tIzNE*sG_E
z3EGZzTy*e%f4LAF0K?I0VNe8B(T2pVzyg4d(q)i2K&U|YSwbLT$ut-Ugr6=1rwTf{
zci-vaE<B8rI}H94=|&13)E8swLj#+C1(|xq#PBhoEw-a3M3b2*)Fs}KRt63tApmR#
z3%9i^{>+gx7&jGF-hN|883T9wwc+^1T+^NHO@k>&38k#N3J_?%cvbD%2(OmNS|XV5
ztnES=4^o#QECQldJ8@qn&xhtBtR6K$1>Lyh8ebiH3qX|RYIrCB;?LB%pYva&_w31F
zJr9+b1YR0AO$L5a`~2OXCm%_n5_B|Aq`rlLuhRltb&?%0?B6jbVAEqz%Uhnc)!=fl
zm0uucUN_@opYRm}ooFWZ1`}P5${QTD7Un<o5w||kv_sUMzcReq1O2{2gig?e60vvR
zaz3jVxh$xV9<6d!*P)1?72tv%y;l}wg`^4@+e>dmqBI!<M%zLVwnYZo6O4kgr8gu>
z`4aek#q<68NmBKHK_h@@0Pva2Kld2%$obi2GHC)6Qr(^vyYzQpbZlGNV^_^=-t+!w
zz@v>J`YkKB@Z*M@p@@}I^$CFvxOtI}oH3Q=fDxyT1>=a)v$3yO3s@wv?{8{NV&L0^
z7?&ESxknnO=I=5Cfm_5rqEY9#j(5k=(y8Q*sq379QDs$=TceO`;~iHFyBc{H-_e}V
zeO9Ceol53%lF;%p6l0pI$&K!mFw!tDddG^%R~-HAR@k_&tuy|6{)KR)N3%p^C@OW!
zMFAV0zpHL+!^*Vg$HJ)$`)iA=gGv01LHWcw3A;gz<*<KVG1blSy=uML!J)>*%FibN
zv28fnaHbs8yGYhTn@qU_>OIycOP5R<vDQ18e)ab2bdGx?S`#f#@j%IKg*@5&0S>yr
zmqOtrV<25LWqa?$e@5eIE5Le6!P)^;3J0&=F!VwtPu{i6%7yq<_#|^dK>7%j_`Jkp
zP4d#2s)qxHniy<x`6dk}?J`o}6%A(y1DTr0IsimDpQkylp4DvZ=@y~b*%ofRJ2+)#
zu=QdU{tG5xjYc2@Y{8y!F#KAp*;mr(Vprq&KiA{9=2=;Mz|-|!Qmw|#Kxl6M$Dhqn
zyN&<me10^#zVn{rc5JOJIWkB0ACVKkoR`$q)y(m(e@9NAyL~_DU9VkZ>y*svu^!OA
z`{lFm-Fxmn&dZx4Z5#8YHB+niY9<YgJ<v~s4Ajldnl5}0l@=I)aYt(J=vud;YThBu
zt$ok(n?;C&GyT72zHq$VM*}@<lW)b{<$Bj&sEnWAJ#r;ujyf_Z?)$d(SmvV_(JhF*
zO{b$Pce>L%6|OW7d=pf+I_Zp|>eLb05BTl<>?6Dgs<67tJd~Ho2;Va5O6Mj;d%Yel
z^|8shPS);GJ1(j?-#Z&~)kZd=QCkcL9>%*OA)1$cIlCI_;K4$(t))e)T*xFeE)-qf
za-qB>o6Kc=+dUN7Yus{N6vV50E|b6dhMS~HdjfUU!mf~)(0q-!GA>v0##AV!i9%R_
z-=&;@B`G^;>+n(~N?yMXW$ADBLOL4fW4}w@`TPYP`1dc+8WYgyw@$<ao^WxN#=TA7
z+_flh{r$2aZ9r^CXVB$l&eTg6GQSw&?x5t=-;!4WI;1^aR0(l)NK&4j+<qOk_G}HF
zMI!B&-Fo$&Qf@|p!7d3eVvk6)OIR<Gs^)V`O?J^V9IcUxl#wmWNFNr2{qYNe>%T<=
zPua7ARMOiosC|<b(?5i&A#7pP@5|mwERw19F8CQpH`tVmO2aUVMh`hvjD0m-MMqPj
zW!K$UEW)mFO{{hN;PYJ#y$Z*79?}FsCRf5XD^+XEzOR5ngjAN>ZbIzRNeDXSNKgp7
z+IJ-}ZLGxeh)oA7NPBvW8bkob4x*-ef1MQ=@eb+#F<in3vt9sUVI30P$`FREtGB7U
zAs~@ReKVMvnPrx&QpH`R3YzY7Rm+fs6kA;~t!!)L(x9Z9*sWGTu|5x#rk0RGA;k5s
zGoDd9d9|;o21F^fsBu|u>(WHSzSu@G0B*VN%U@JL9bFI*yBd!m%)MYT_mg9Epbf`I
zLpq9$wwh7KPvB?|>40A)22*!Jjk}bnkZL`jWewF3hwjGQ7dWY@Y4olnnPP8n??(os
z7-M78s<$x%O%=sipNl_)4~)%SN<6<bwNf43DUx6<WSkmXrgX(1u)Q65SB1iehrTVQ
zbgv~-7CnCuhl7?}$;#5ay?Y9Euwy;?zR$YuyQUS&Eh6<+<#~+W4(;8ZcfN3f{TElB
z2Yt21dVgWP)`!eQ$HQT#j&~F-w;t_9KT+9!SMry;uWno3xLCW)bpLUM8||=)I@UuI
z(M-2C<N1}^exaaFnQkrP{+M_itw~GwZ!_}EBj{H9g`~GqFzQVC#UUl1F%bg-xVpI<
zc!eogmt#DGc*{7GwAdB@0r6HY3cT`^JJ0G&(%X=*pm-v<w33dr`0ObGNa+$3UBt3R
zz@zsHV)hDScJrfO6*-fa=!saGhkz7mLtZM>A#<cR^()mU1-!md=t5p97LCEt0-M9h
zX!+h#YXoHp_$+Bb7pz*`#VPIeXx%sA`OP8StT@12Vk!tkfc*@JCxt3>{ZiE2xwJTO
z2f}#A%gwt8|9pcfE5+?Ee4FhmkF{OZ64dtzyi7vnY16znyI56}o{zy&`e!sO*NpeN
zm0WGtprW0HcMf}4t9kK>XL0T<4VL;CO{-V>Z*_E#2;RPq)P3dc+l&pfp?;5=-skSF
z_y7c-lvJG_5~#}vTgOmVUj(Twh6Tdl?7jp4M$c0l3km9dfTyOt6V#Ubts^W_>e|Eh
zeQ39GdF$?}uK`yq6&y&wZMD%Zc4mS=FGhCMJ?sENr=ITr$)DhU0$9JEKFkujS)zc<
ztEeuos&vlC^lK_{Z>V}x+UQl<=u%qb)l%e@$;g@IVUONRYsb(&`-iQS{Q3ut8~d~L
zrAKF8(StlxPz7Y#wgjvf8Js0Shxg`@GWUMnlm9dQ+hTOY+;BABsq|qIM9r~<Uq~nE
z6D=JJN7AKBUszZ^^1ZSNujQH`(k$o!otBl6^mZUMT{Qs`Fx6a?LR9dJCR~2%K*jex
zWEv9WwhA8+rzN!Kpn=eHZhDLGFrjP|qN8KHL(rG&qN9I1prDd4X#yqUeo?WJ>jRoh
zERn*gALOR5BQ-f~4gM%!xL*0@Z`kdKoO_T}ehs$JzFe9hR29If7Ynap@=)c#CO%BT
zTJxO@z?Zi_jJd|u^d1yNBSU{Xo~m?l3@LSIksIK!L%0S2+!ntC9{q3n;$qhS$ave7
z3#kbMST<kAVk4}v)<k<n*fN$$4dnpX!S7stRH}Z~-W?)nnS+85sP&-C_sN(()5x)?
z969z^`G?_tRt*Bpr9U&0q7k4iD}K-RMG%cLtQfz29x51=@#E50)btrx52(sSeFBi#
z6i+q>a1cRKxj|2hzj<>@8}(`{BNzoHyExQT%`H9r0-Ro`_#3Neya@1D=Xs@<su}k4
z!DjEH-F~edNzE(5+Hmnc9(5j2C8Ce<MUhtRFEejh<L#FPe-@1WGn!vnI}OgS7Cw2q
z!dR17U-;p3bXIRA>4MfgXaaQk=_jrslZ5TUx?QJItId4tt(WA=)}3k8bx7An=I*~h
z7i(|XlG-Ug=lp2{mw9U2r@iT7gI~l3@4LvY?Foxb8(CH7Rr*?ci6FYDQIQRm2@&|3
z+&<O8Ney$yxY|j+t$gI@q+4atzM;?fOAFbw-7JO4NjC;mNFmwK<ld>>*NswSOi1|p
z%chYTUzSW*;NU05(S-oIniAq46ytwPo*H5|j^UBCJjPdM=EU>WOw|tUFc-b`Hn(4e
z$NC+hpy;MmBRGABFW@oAcA3M^DC1@K->$}$jWQE^4BXkvcge!y=^Y1<<L;GPO{mpQ
zQODJ-gwH1sv}sB}4SJh6|9;IMo4%*awC`8X)kP!1cAFCX;*u29b`al)<WZ4~-Kor)
z;vPWSJnDePLl;Uj@AWLpiMg>mOiHWQ+&Uh_6MTw3E|fj05TH;Y00;Qs*z&I!wmm3N
zCn$I9ck;78wNsv19`WvlA6(mOA$`3;ao!6oabI1*mC46yVamIvZpBgOU~+fWX>L%i
z!NT>pdTw{;`^<tDI%91~m-25k6Z@?5q$gr8_M$cKw0CLUTL1AB?UC03$BLlP{nR_Z
zYeXJ&OaD0hscE1YIfX=Y^vId6RB=$;vVVo={pm3%QP=zgCQ}fg2L<cMxA0plq9xm}
z()7L#elo6Qaz02Nx>kTbfQmD#2nj<h6fgchEX}xl`+Jx7vYdYw`nQDhp^OLmiHn+=
z^E@!8paQkGoj#@)zlFQ`fY+Y&hUwJuDlR?S^Il)>dsl*Q8*`7}T>JeriA>#kcCavr
zwxZZ{Lbuo;1v%j(%$@fz(+>Jwegx_#x0PJTz%lK*1g|w;_?H;?<>;;T<P`$8WKuHJ
z$trA8>7Ao5-^{T>^IFN9<;K<e)=TqeXW^4*bA_Sv&el0U9Q=gue1lwtoWr7hkFbhm
zl-8{>GMI?HPH|frMI(JE6a|kp*T)NlqJLbiXZWs}$r^j`@%&87`R4j`Z)r<{0v^g%
z4-7CkXbm7jedd7uAgQ`#S-XW;ODR})5wXdnkk}TBqt}#R93X;aj*vQX&~Eb-f#9Ro
z>AwG7F?!0>(UtvZh%&kJl-v%qaa=@R1>Mj7j@Gm#^WWiq6FrMu2lj+$1ZLwe@t<Oa
zpS|+D7#&YV3LUvlQz8)gpK{ni&kvB{IqxJ!yE&a~W3r#c2#hY#=s}xo89MZAS5=cS
z{ooEjvsw;wtWvEu69zIR5I~;Ql_=Pf;o}ZC4_Ab;lEY2a>P!6QmltoagSyq$s{{c*
z#2sIsZKl^W@5^MDm}LF|;=>5cWZCowK_HP)kB4nI8Uo@7LHvzGefp6}r=BHb1*A9e
z1G2y<QWK=23p{UEDY^_4RQNi5qe?O@htq52ZH!UH4Q3(F-8Ph#&}#_56Ti8@5Q6#@
zTbcaa$@%pih?=+{>>2?e*|cRSu#Xo>Z6sQjNQTgLIJZ9x7s`z1FZ~+b0bhiRk6!ce
zv=n(Id#!5f`Dk~-B^Wh}wTNfCX7Ss+8{Chg3LG$_sVOxQf<9NP+!U&Om9jleBJ8aF
ze%qQ8&0nvKb``R@PuklS4sR7n-v4F!Hou<5*hBH#ZjjqOQs>9E2z%<clBCO4r{q<*
z<&Zo2x%>VXw41c#%Y|l@ukQ_uw;hcQTP~+Z=eTAtQZq;2bii_262N@{<tA*8_x`v%
zJcPDU4J|OHUryZH)Zr0}qhCllGvR94*=^%s_s^QH{99^k=l;bzS$Us*HUX*i=K)dW
z<@ToD(=Yf-IGM}@s?~KDGA7UMr_yMt0mAah)#z~v#Zh!7fOA=I7$Azv0`k=$`xr7c
zNF~4Tq$8&TIrsPex^KaE3xS=8Td)%>QmY}F2R!CwS9j&_yUXtUH=gmGm4D7>3M<h|
zP?Suhv@z!nB5^hfBtHHKq$!^PA@uVSR{uYp|KV=Y4yjXuLkOu$2xTB(qH&>@Qzi44
z$xBU_m!Q8dBA>Ga>DtMVfJKsEh1FE@B?7pS%ypN-|GQJNcRYy{n&etsCkfaV%_xkn
zds41tumlq+$r=+_5vs-{V-}zfKqt^m7}_`s4X`*Ds>8_iKePD0&i&;N0ha=s`WJ@e
z`a=b8FOdFTKLe+<f7{S95gG{9T7azqjlRKKd5wRzuO*4SnBQ4x(@8m`2wQO8?pO=S
zvG74(H0x3Mc~1MI<IJvU=_9X450^fVnEUmDXC1EO_I<bW0WF?CrjcY!4odzMJRcvf
zBt90m&nB9x5djYy;^IMObkbQ^JD@v*Aim>VDrRp^fk!0zN%|}jLDSL0xc^%hwn<gv
zSM*L{#Dq6icZdo}`h6eH$66Nk9Moa>DbX<PqnXLq1>;w{Wo4ILT#_AJQ+Az|8M-_*
z4zx86oHhEL?Pn}~)&g9I<1jAZ>v=7+^;-jf#}WiJT+`(P8NEn{37tJde3thaV{@X2
zsproOTmnO7OP(bDN$kL%ZjTjKhg5cbWi?RObN0)WmbFg*TJ-2=TwH&&jGg+A=W5)e
z@7d9xlrbm>nV-E`D|`FY0K(b9Nd{~ltPnuua|mna2&<~)(#MB>=f#r15yFeYvqUfk
zrF+2mURr7(o}D#?orhuChKrhoCH$Ckf+TQPM)s@ENQV7>g1eR#Fp=C1X|Mry*7afO
z`6CXh&#Ez4hhXpzK4*e59%`u!;RKvgoP-Q%#BsYiBCE#C*3PN=IX`!p4F>vYEZ#N4
zHVQDA>u=M-H6^ZA*DEAa5Y@dS?OM})8P{p}UqhzWXe_Q-^HWEp-?b5eDQu3nKV)Uz
z1&@&xFRD?fX!bMjTd5QcX1^YTsIGe~1;g9;zXPU4;jx~`aA`@^_d&Eml~~(sWl<Ca
z25}7I_ikVO)=uX9PYwr?Fw8qeQ&v=9|5dUUQ|LOOqjU;}hM7tY$&j$z2~AK34<lWs
zoia>;6ZAC0n;YP-rHvj)Pxd-sSuDQT7HY}Le*5eTaCifRTEJZ8$yOvEJ44MM4|$(D
zo%(V1;}@X92JQ~~ESPiWpB>R4;eM5D&dgT7HxS^djHkt^8mtUO;DKnY`pvP=(SIK}
zwSO0a7O*_asV|3(uiQVFTz$f{63-g5?mar*aiJ>;GgRg`6Xz*gRz1b*kU#sx#Y|W-
z?dIC>r{%|7YuX%k!|ZDViOWM@4!HUle2mz4O2y|bj2c>hRGPXzc~xxrve4YARB6`y
zz|LaMg!iaN;Yys(?XT<3YCIq#jn4fzzd~=rR9_39tnA~fg;mFf_B$Ix4L6^Z!<g0@
zt_*oFj?VZN)NQ;*j{~!JiJUMb>-<==Cv`Ng@mXr}EL!UKfkVT|zVpJzdKaBFaM}&X
z(etN^y>Tw@^c3sv{l0_y1nH7exnjl3jc%6T_kMGFzBwz0tyL_mA(s7GO@4zo#-&Zu
z_JZ>-gdv-h<o9hC)~oKR>iA^SzrmOy9B5czAJ7DPrKe01w<GUCY7`FUHn&flJdnkM
z6ki9$1S)=R3_=7WYv1xDmHfgBzr_(|7~5*W=U;cLZ|fXCEmy?0Q1U3K2LgI!hU!}W
z6<H-OPi7uv^H+zV_h0vn9PH2nd7$t|CwG(8bk*19Dws3g&#0!>(JPdm)I8a6Y?=M-
zS)aY}(0_dLc-4tl;+LX@t7i>R^4v7{E6_fJa@<yXg?6U&_#}O6S7~a#c6PeFs_=D(
z<)5VVUtiO#_~7q`U+bGDvn)ZCf-*(Z5t0e5*uGz?D^=kS&*>hP%>Pvd%4hFY-Bwx<
zwH}|F-2#rL@o@{$?yzD{x9Q?iKz91~<i6rXq6k4YR?hG9xhJKZMR4gmGnb;{L(Q|p
zwV}CoJxedNmCtW`weL;$NeE=qF`VI@&d4v-Q=_?+Mf*eOLsB_2#_bRqWLNf0KP$5J
zB1M;cgKEL1Bw$O2yfiqqY0_RJ*|C|XA*b}t1wcLae8d(y^3#PqpJMXC*abY4>lJBc
z@GJ}MyWi7TMs~YGURt4eto)_~ZuBl#`vN51Eh3ikn$+Q=5!Y&F7TAzZ>g2#fo5j2a
zv(UQBNGZzVm9NWJzOG;4+2e{`2HciXfWT00w00%qh-rjCr*?pcMtUbv+7zq_f2Xbw
z3}2sJkh|OV&gB1E+#-RWdqEQ>svsYnbWI+`)?@_Oux?TKBWl{D!qwUU&O<<6A&p}N
zh;=~_u!ufD1>qMmOyYb<#^6Gi;R0{(=!L;S6vP%A;3j7SIAG&$%`nsiZChw@GzMP1
z43EwVhTAguKEU%2B<tWYm#xajRw6c%(Xf30i>ZJ>0AZJP6|BxH)9GdSG??iIU}#eQ
z$Wr_Os{Hb%Tap;$Jt{r~&^><8f&h^X#P3;rm`ig;6TNu<R)|@oKnUzYcPt8}ECqRw
zIDygx!2maucpDVBFu8zPtQ}_UsFvv!uIf&-S;S+eX+J`91xf;6{*BiCL$GCEQMvjl
z<M4tm>;*95{&?=B{rb&CL0E-ILPdcQpzM7roc<*G0owGTFt!c)AR!E%j2^lE^NJNL
zXoSIzBgHy-K<^p>tN$5Yewob_q(<Y_9;v0q6|3%uc|V_!GMS#H_|;7Qv)SDwy@s2e
zl_rN!>ubim?~0Uo4FVsV1WGrYK2#g@;vz34xb8SDY|6D5xdw_YoEc}}!gqa?R#f&I
zo$LRO)+rgQeadz?A565ZeZSlH2ll-$-v?jJG+;*Q7(NATRy{8ty^I@kchraU*1dz2
zyR<(&HmDH!MW*HozMDF~>lgp%(~N{q;FDgt?i6dAKj-#1Xsz5U<cyg0(7WI>le`C3
zCfJFi#Fes;3eWs-6ZYJy9TF|y2c#B}eIF*0$auwbKfhdgW8xWZltdfF#r5PdApvj#
z14zB?^3x2i2t$1~rZuv18+4ZxI<6I`6wEAinYJ-THz>9EW@5VEOYz26saB7pWBO{L
zSpo5TdGMpwHjb7{q+t7!HMkWK|F1V?;X<qD$lm2j9JpUlHk#C_DjJ5QLVha8VQo3d
zx}I7_!b@O0RCEzsSOnx96!uq=z~N~5Zc^uiJ?mLynE5@G0ls#jH05wU43W>m;~q_A
z9l`$9e!tDRWHK73g*)_EgE#deL3(clCaK>_m;wMEdmlw81kto3)XJeptq|NX?%xFU
zxAvC>&7=t{ax^QcQ^)qAxU%g{3tcsZ?+bCZc4VekzqRvk35hbZ-=P|Nay;qkqf<Rt
z8vW%IqQ!o5FFgkh<EEc6QZhd7E?;m_mM#BnuOuhYYL^8J9*bfl9_R~zw5I55(C2e?
zhG?B}K=<woAz>A1^Drd5+V@mg5V1^z5-#H1SogI>O7(+!-`lY4hjt(%O?d5Wi<$zA
zYPFr=l9Hpy5s~t9URHoL1t~;k8_oxb?orkFWI$zn0<uEu1n30xxKf|WtX{vK%tEaf
zKkh8DTPgx~F64b#09cAR#MPWS4K2n!6~)zNJnefdU5DpKD{6>4*N=Bveb;es|6PB@
zhoqx%-|7FimITeF`>{DN)U5ikDwS67h_`v_^!RV#4@<2_>UwWprwJ)F-nvm``WSHw
z0jp3$2wcKMQejY_FwR#PKcn&+9K|>3wsbHzI9}7Vcm5}s=|dUcT#0d*$Ax$`B92i)
z^bdbFz7#&ScK(Bmw+FTpR6t?PXewVAPPKedsQhYzfS`afLPqeG+511mnv3B3^%bya
zSvhx;cVS>oyv;yXKDc1nhmMHak;sSK{STBBhsr}-t|ib58Ngyux}A)>a9jLaX>Cb)
zb=1$_R7vz*(ARp!T<SM+)TJO#7u{jEUNBw?0=Po?XXSH2kud;~)vNLo%)rdQfIi#T
zzySw4;;4SH7i#+la7e*ki4fau#APCZXxN6v_cH94!agjkMvVdmNPq+Sk#v|kx8`e`
zLgi|vraC&m=MHo<?Fx39sE|`@91ff)*!~e74973QtM$Sg)&-g)SRfJ*5Htiq_w+AA
zNL{B5g8-%yksK0P@F1>4E6PQa1ES{9P#_|~IXO^B$0;Dle1m2bHo+^Xcmb9rhxD>|
z`a}1@v2Z1CAESMtGNM@Vi>S{nqixhdjNev3iCt}jXG4~6R<X^%2RZYUn;{8<_5TtB
zrW89b3RdLhoZ9%GKeQjuOiL7OcEL8Ln9N+^`r>plWwKo?Gi(u)t95WK=JgN8${%={
z9|t$}J_f^t>OB%kJ5wFJEB70V9-d5o;w_f6cFwnaRc!83sx+bR@xA6)(?S9P+7vF5
zv~VggH?7zoow__>l3%;|tT?Xj*H`DVdy{$^u&gSwv&nh=?&-lC6D0im#ILRpL?mjK
z=T)ohSdf49zai6}x&0x3U6{c=Xr4cO@c3Rw6UCCEIuSq#CANTpO*`>Jq~$tV8)UnF
zN5Oa-?(gOHcW~@bQB9#3D3Gj9b!3v2oY<UIoaozb<fv{)j`-x;c&mGBaBSjBcW)B-
z2MZbZ{ABUtlYD9`9UmqHpo`wN0%qO*Q)>wMsmrlN;iX$cgco+FGYOyfj9;``r=Gcc
zku`)PYlsWHf5?jZuqI`Cpm(8@y$9-=^aIF8Z!zO}Q>AwF>doQS<i6|Fwbqpy1>#QM
zvRpsg9#;=gM#1~0*?)Z{PPv-qjZ*8*hVx$b#x9sG^`wU-Y1G~4`@bRGwH?gRR`ZUD
zqQ#9mIqO$W4HIL&^*I}_wGLLMR>fQ-O#aN2dU;#!ZM6Iu_bA9)votvY!Z>PjbDJk8
zZ*umdf`a^Cyl~OikCMK2Q%3ZLF!vI4Ni^L?XVMs&K;d+?p5PLNXHF<t6Qt<c{~>P6
zz1@AaYn1ZWXMo2IsdK(HfNq<pZ!!gi-I{SiPKuH32lm^@;WvJ-+pUrtUVAdaoq83>
z7$INHv*U{4_l=<kYjk|<{$fNhu!BKSK2@`6`-}KC++kgdhWS~!9W1)VOweKV3E&S<
zW3x<X*<F^uk{w8AAxdzoN++`EsO(Ku&8m^+PCxFHD<zjJH%{(S^PV^kdVp4J+S^-#
zC-x#q7$O$kdV<qANhfdckvf4qhoGa@Qg;fDo4nMT+I(WIvq0W5_(kcjU|ir+BENWZ
z)Z22;XKk%4Ha2yA`$?(O{L@t;wBE(Nz)PWk5<ZB$N}%sPqi;t7<j}JvctGuDAV6R_
zp3~?eV3#|fh7K4E39E@*fLN!yIe_7xL?<+at|Ebmr_glQ@2%EqRDIU@C4h?|lAY8!
zm7h_f*RHbk%bk6iwg-9z4{cwnXlJ=rsA=G4$iu+`=|yG`>BRg2{s}7uK%5`qX_PjS
zD)R|+w1Q}x9;uS40}_NaObb+KDrOvR8*>>9Xk9U2=QUt|DIS?o4dy?<Q~=j5(^6>>
zs4IW1@|=v(K<P?ejDuI3JvDrN5YLk9Zk1^R9o=Xjec7IJO8}PQDSl!6MVJ%y^>~{1
z94~*y3DC5&gFf<UD=)tk*$#QQR{T9us*A&ok(!RBQ}i|;Ll(C(>{@iNaP~A<nn+D(
zUxfpr%Ki=R$Y7WO0^pM%U@PFzPFnvLbL1`z*hsfCb+3qhx>g(Cch%UE-vB^i-$Q`7
zzXx_9A)2Kq7$C%b>PvoZ6$=E3W*kCeQ3xDh_wpsEe*U3G1fZDkWXgaz1#^b&n+_8-
zpdqQcSn8{)Jk-+nvwvu8?YFC|-mdmy-&uWw888Xv8WmqN={xVF^QYjX@|UFh(Z0Jt
z;{x!)hh3!&W$L=}wS#_1Z|lm-nn5NM4bNJV-OW*w;-AM;?g3M4t;<OV(BtcR@e;G8
z^0OV)y3H(F`Zt)JSOd-S2&C+y&yVt|KHd_HDtp_QQk;~lL_~e1N^p&?UA#+ap9{a*
zxH((0x+~K;8yG(QOy#Rhf=)d?m6Ty&f_+?JNj_dFbC4tV5~w8$r{6q1JGL+`&i*bo
zm@Jlf&{)dHF<(a7Mr#8mwT`*Z-B;{;Sr1vP_69{CzuhSfSd-?Ie3D0dX7W2g7~^u=
z`Ul@tN-(u``w-I9`c(IK2ZJ*U?5|SH_5QiZS3WxrfVQpdwZmpbvwV5au_v|2<DQ3a
zLT1rd&&9gKqD9G8z@{Qj*9AzPL9I+6+4a{LBjDfB-yf1Qga5-xNdfp9g&vam9zz8z
z<oH1Ka2!^=16rsZ0T@=k+7O}EWSVoy4$*r*k*0TrD6r(M3fUe(gi{RV2PxDfzs|nA
z&K|}<P+qwt%pn2+(<~J+JQX^D4z19x!5D~$`JBAsU;Z7<+S7;G3}cHyiqQ$bPM`wj
z@s+!B<WK3!8Ud^1_JTvV#$nrUp?$ZhABivwX}Pha&m$qOOSG&KLDY2nPDfA@TcI{4
z9v8|zEkFP(`U|G%MhHA7wD<pGWUqqRk^us8;%7iPKx+ZsniJ@48jSatsN^Rujz1rL
z{RqI9-y2YVQ%CKoqiU%3D2s^t6Ys17`FlBcC5u|B%bUl>EUarvD*W>6UvbkhjvC5M
z=_5y{ZjDaeou88V{k!6sgPXhG>iX`zHDlwlK(Fl|`ycBbf2|KX?CPGB)Y-GXbGLP^
zZGBs180Tx?gSIoUfBDFxrRGKvhy^zF%~DIH_Ks3fSC;|eLl=AG^nmaH=mJP3HW+qD
zV*tytDyOEm@C((JQNuSuW@UET((GuVB)#i8o;z?~kQ!)=k4H>MoF<b=`0AZ<DXi30
zB(CF$2!;9^|0Cd_0G1i664*jj*zVJ`r+?rZ5=1P*BT>&YYd~W2ES+AQVJ?q0MBqvz
z_V+h#W?#hjMYAHpeqI5s#b?XPb8@kSpd-hg_r)kfzM(R>=(nl+(UBs-Xej|2nh5H0
zWj<<tIoj9ez!n^}iY_N8?ZzTN{Q7n>Hd<7iMNCA{(#}V9zLJ$IV41dO_xG}|V;+U!
z&+FinTa@zm%fOvQ-za*E8$_~+l;9N2oo?$lbvCWL*iCO7d+$>hw~LS{gdd^;-fSBL
zj7%`5_J>JjlhQPqy=)giD=I&6w5~br2XK6i8;f2r?EYOE6>Utp0jxryFGOmi|1U)4
zQ_mGq)>xycADiEjQ@(M-BGnUVMw2;b;#mcao{5TwT@cO^;;n~ihDEyeYp;iepg7f(
zPf_kuFhg31+S@n&s&|Y6i2<ozrBgBnE@_3re3D|^vTIC9%NIH9v!%GJmY)%wYc6Tq
z`WQ^MB>w3>rWcM}sg3BKIt_d~+346`XOdzs9?sTXpG{}hS-%nbyC6Svd*c1<;eN<K
z@87SN4!g_Q5rVcp32&_5dZC{X+fVy)eiW|cItoK3%(Vv1Zx;HML^;+}I5J&gagKd)
zDZg{js95w}wPDb2{WsM)n?=Tzu$~#m$JGWmKy|S7IE*~xu={&c$;uy_t)tA^E1f&K
zFgcC<SAq*RO<TLqPnrwT&c>ThbZ<8M*!$(b@ZTLenxC0Jfhofp>C<;F0fFY*E10NX
zF$S*uJX5PKH3}4OuiYI6M?lxQ7~Hj$BT{_q=dLf>c3~ps{F%<lMOwqVSy=%WqLYKs
z)Au4dxyzuj9mpo@v`QjisGbBgx7^kr9V;8IN%k!kY3D(2cCj3}i0^3mE+88kRC0$H
z^d<z?`FDM*`@IPmYc0Y24EN&A;oK(SmlK<H*&`KY$R!r7f3DED7Ii1+dQ58QFc)`F
z@)lZV{LBHE=<dN-y6i6c%=2wF$c}h5*B!jJ-^!_7Wt4cd_T|d3oL=hxI6Cims{cQV
z8&|G*uRX%O*C;|rWM3Ca$et;?NLEQ^u4|9XY!MlWvdYNb*&=&y+1GZt?)`nfzsJMh
z_u+BJ`*U8e_c_m#=Oi~V>z`Y7qVnMPuh>|_UGCqHXT~`*PbbC)Ec(J}qUC;6ZW$)_
zY2OGz1~ziwYt%2!L%qL}DK=cyc;f<=){a8&iJh>`M+9O~AW*VqBLxGr8AoYh63je}
zWuP2fe>>b5WKI6u^P!S=o`1(@fy$|Qz}MR6cGj03V^8a@h!&YCPuQ(JfgB#yZsxGu
zgAFyi6XDC0m+g+1Zz5nZL!-#WXdPHyH&Ve+o|*Mx5iz4R2@jb?f-4}W1X3Co(6U%J
z64Zh;0z?iS5X@X5ED0Pz_C@oMfU=|mygvu{@at!UtG#w~{n_!to+5E2E0yR=Ls;rW
zTKSyDvB8K01;79SyywK-CA+dzQ{YTjxU<!d?6AmtFOWNp&*>H+{xPCPgEg^KQ6B5C
zHvtw^1Pdu6MvO8aZ4VM~(%1r^C{zceiD4Cp;wt~=!v`}1R<Uqs?p=h1{$pkuw0k-c
z%EigV6&B^W4g--P?l%A7r&)q15K*a7c*-7N>{es{!DsiM+m!+8Gc3Y`@r;Pat0HtU
zdgqj-@D`r@C~4M2Apa5mBhf)AWXogtC`fZ1mcP!XLLm2Sg=&Vu?!Y<VFqKf=87QZV
zaCbPgJ6zDn$^9-hFtUay!{4Mc_%i>u)K-Jn9_KXB7(gX_9<voh4+Ka5$pqwBKK#8P
zMw$7*lD$w(>&fS_B)D-p)qogdFJRP8B3i${7k&Sn^jU;(ZX#fnj@0M6uAw9j<laD(
zu*2NITZPK1_mu_YssnqCl%YXP;1mi316a`j&M2w^RZAR;fP;&vD?k*$K+1JRzC_uI
zG^@Iid-p~wVAw{;Rjb)86IyK}#3Z{?fAhN&^#<^&iboJ`A@jz~U%?y{D;%AY90fES
zDT<pWhY+FU2aF|gzbCMGz%19tAk~eoWijv)tIfU)|3Vsrg@^%;0Y)U2%9R2Gb!hAq
zIy|}2+If=IpDc_IPQ$|othC6_tp2=3df|R4T*%@mZ*Hi_JbHVM`D8mG?6x?%@>D+k
zkC9G3wF}?mM8(v5{!H=YA!q9A357}pq@T#2G5z&FeX<U7w4B*Bz1*C3uicXNYsCi<
zP^YI^L-O^9{L7K<9<i&Co}mbP7V%CItGxh`fd}$WA59l7>)&*+I)ps?hqjp@Q=Omc
zSX$LY8gNnW-Da@@@<2jgCRi>b>kr$X-AgGoQ*!rP-Mtt65H~Q?=dlF82RW<&Jg(;$
zrifIfZ|1>&h$^!-O>QIUuYDRHuA?|*>UDPL6V4fXL!(q3&?LKY$#Yb%n?D=}t8D#g
z9Y_YNIJ?@nzk(uViAxfpNHg{TaY?*hZyRt8Rvf)w6zx_5CA1s?LPc2#8USdO5SSWK
z86ary2g#i^1fykyfM8?zPzy37$@?0c?==>0J(~9)MFFGz5mqag0DK379}W}SELiq-
zS+;;6rQ47)GmbLuyOAw5NX`~($*uwgEyICykWuCUIxxsuE~uu*-Di7uljo-Mo<7A3
z_hyF9-e$q)?!^?dVsBnjg_QlQpCSVw_7+V|wz+@nU8{H25w8q;`$6^Tj)#!JsbCqp
zm<LZUDG{WBx<TlVj`Xi;3UWxUkLm6F`cV&@KMeF&wA31PljpLwURn9d@B+*V<?NyK
zJ)J=zaEP_rKk8Ms%r|{vvK7xn{T}q<flFgcrx7|!Ct7bGKg`1-Gao-cp9(5+h+CYf
zVATdIK7{)8ERve)u6pQA&bu71Byd8J>)(!x+h*0ZUim#UH?6ArQvJECw6d(avbpqi
zd9H8mSJ(W4S3j$KKL2=U<BnZC{<#Q?<!<&_9-aHU;abVczQGFNo~uB=vJH5!@K4QS
zsJi(1d3YiIP7g9kAc}yv_Ea1gK<+E&AK}B@d(k;6AT>v3pn-=B@q#kpZn+xR!jN`m
z4%-2@92HY_PH+8m|N4?yP&2gA*71##;A*fPF}izH{A(c0yA=t=Xi!(Pq%7(`<~T=i
zxrpTx*nU1z2w^E#T2-~x1A{?7pf){@0M577BzExq=wT%vbU4D%-9+D=2G)wSSKl(*
zl;kr{2!+$P{(!F%Fg=uZu_orgeIWxNzH;!CtfZ|5a5FaAbhJ1bQiFgPDrX=9gc?<_
z2n|3th!BL9>M<9QTaG@IwJ<+;QrCCgsXLOQvGkksoJ2ghwJNO9=TFaG6akZA?(Z0x
zC3fg3hd4rg*>Dk~?zjQmSGr?Kj^M%|B@zV<U<b4gdoR(som4Rih9iD9E*|FIl@5zi
z1#@7awB#?tQST&*{=kD-@Z>Czp!iL2^<y9bi_$OJ&~44@M>^((g2CBjHf3-qrHxid
z#8^uDo3&RLQQoQo%xXaiOn`bD{n9ZiaD6+G)~KiJ!k*7OV$_UOCBL&Op9%A?TW4?Z
z(XMFsq{&Aq=bleRBH5)C*o<OnU6T}TBj&hd7TV0CYg(_bMO9X_JpX)+`bU`NYxMyf
z)A;AFy@|5Nzlwwx=FA!)6_6MyKh9#Wag%;i^XK0>nF?@x6jQ;!IIhgUzT@cmmRS9)
zfOf4gj+f@MpkFb++qglko@Hf8Z{?Tix|(W#^wUnvMQ<=&azrq+xaoC8lWj%mvh`D0
zR|(7FvM1_hYN~6RcAc84vQAaQb<<`|<3<5RUzgoI))Jn(gUup}?Y`S1NPs&%Od&g)
zZ|3cjdsb89uRY6IJY6ETx-@16hGQ*OvTAPD?Q5UTW~+EEEKAM3^Q+#VXNVw#%Ts>Z
z;R&dA+v&tang-JK{UCw3d4KP3G*9nLoamD*OMPxBs?+@BqpuHCAHrmoJ|<%ev)p+Q
zqnL*c2h#OvQQ`6zF#X)lF6nVHyYsPtOmzHB;L+D$m4WwtMSU``eC!nshyGB5hgh<&
z!v5SK=U~`Ry}58Zh8)=-Cv$kXh>a#!6{DxO!TP>f-R+&MAB#L|Fu5@=8rS@k%dZi=
zx;CH72I#ci$<sG}NI5G76n)p5q4uwPm;FfafY`Nq*JH1zn|lqD^S-48o7#r$n_(A*
zC!ROAw{%9wxW5!5hyQqg{<>CDn8NpHK$tG(viK!iuki0EtvZj_oCXHp4i3&k3LmJa
z2L<K5yJ|C1YJreiG~k<+4}pb*0RgZZe`D)n9djcr@flEl$-J;8lF%b=sEC7G^Fe2f
zFz?F>a?08MPNFvCSLQNN8&B>QfXKSz*TkDypL$5GG~M$5ORrA{PsPL_J`7$<ILK?_
z;tp2sf)e*u{H>6K5+0EX{CurGb6;3>ziQKE*E-BSPOm!_62<_;Ghk|K03P)G#2oE_
za#Luf_T$W~c<IV?)D#VDBNQouK2~`UH$fP$AszR!_`dH$P*onQ58SFDt#TuOX%#-&
z80F~w)y0=%;y^lY;w$<*ZxyzuL|jNj*W#0K;go2v)A@z$x+~K!rNq5SoEwDOuMtEn
zzZ}GK9YGZ7aex|Yy(u^h)I~uFq)U*uI7ooSFEpHtp{0+NlmVfx4A}NUVEA+(1@>Q9
z!UGRw=MD<;2akqabJ9l$ItAp?QK@XuSY9kzCn01yH2%w=g&={ad<ZfE2SE+LLJc3F
z8i=7cdgzgkhALcm@^;8n2+UUh*RYWfCzBLFu?re%{$Y{J7S_UJ)=q;`VvqjW#Y=Yx
zxM*l8S|HUXYz8~Qw8)47vDb?*v#Cko7VS?<kY@1mA<7z}EuSB*RzSs)&e<<~OA1WD
zFo4~`&<H&`1AcSrkQinA`<y7a21@Psq$X2)ozmxnyzj52x}LbuCIj0ZRg^fHes>T&
zo=l%J(|Uao(;sYf;OK25oCtX(2>c%_ntDO#cm{B*N(YN1QF%`NU-@s=9QJ_jn>gr)
zI98r-%J9RyM}h{>VFh{>I8=p?_MPq5B6#n6a8O`SPNfjo&VWKVoWMp!i|jC5C&vb>
z3%30y9hYFouV#@(9XE_J7#Cqq%ZZDyj1MDAFy9dm$~)9uccKc@(UVy=ipqrCEe*yq
zh}6a#DYnlq7h$ELV{#`Dv3D=6a3;;C-+fmsdai<BH)TE&r@BjKH!KNIJUoP;-mISt
z)L^7v{{D%g(!}lXyD64W`8YY`GPyQiUA?mW$94koe;l9H;rS=X`*8snoRO5IbJ0cl
zCg7ey+nZaN{8f)09LgF_g?ud+nvl$$r2n+{^9-^L1v?zAWGc>m8bNl)k;@N`%%ra8
zQE1y{zGE#6n~)Vc6t#0kGvaz|%hs@S=*zNGt(ThQo%TO}0)&C_1hJ0Eo~cwE<yPpy
z5fd06p|_L#w?2yRdHwcj%d`p8P@(fma|pTxtyjPdo_f}DrYZMmq*Fck<TlBa{A(|M
zmhhmxTl87ZXlzl*faXY->rLDchtm*302x8<>v%M{`UP;rDY2f1hxa2D^gf_#%WgM*
zx%Qu(;+}B}<ShXOM(eRXDO_j60Wg9ugEoLuNCc1gzk~W_gJdoGyjMPJ1NqIj;Jf!1
z(YywO)CL2#Mgw{S0T@<udLzAdLeeJA0e^ewJS+PZO?KgKcA@Ohq<PsS$NuDt{WKxB
zm5>^n(LV8=0vLAW#Lvl3LF#FC2EEv$`qaWP;kqfw;vUJ$R=&>xTHd=U*bGs?jx@T=
zVX(#VB>xyfc)>#u%3g&rHsY5X{kef2$y&A}h$Rndo(E$qfrsCO@`l6<fg`}@l<4E;
zKm+#)vfv9V88=KTIHZ0D?0o9b9ibP0?My7!3^%a~<GO(^NPlNjJUu||t&#C&zC(Go
z@^}Jrll%(-l@Zz1QiYCRZz^cjowjH|eKie|Ioq`l&#It&QMCZv;VDvVTRvaDe?L{i
z!d&hWfJe|FYfm9<ktR^^OmZQk5?^-p?d!mgxhAzN9^Z06jt^FYH;m0!2L-j%upLa?
zhYX2YdAs1+W>#pbCQ_7<o@!W=clKrtx8=s{yLF<3wRNjk?M>L$q|Bl+`ZOQ+Y0dNw
z?6Ry6QfujY`k<eVS=-HNygafu-H2Vv?MzS4^E=D7l7F+((Ifw5XddZxFu3V4(Jbd<
zbJAy554o)?y0ZhzbljX$$3ezMiM&5*??^3VB()#H?nDa_5%-TFh5bcl$ITjX;`!m*
zf7{-C{r2B-yA~kpPFwfAjnJ?yN4e8umZ(%h1wglMDM&zB+voxU(eczKm|C)S+J4DN
zd~o^4H9(1(4I$OOJWy+wp2UUc`~m$!TRZWJ(wgzgsU8EB&Ot5_<FdaY!!6g4bI2Ci
ze|LC2IT&_QE-7c_jv$Ny-D4a+51~LhvfHOy<^IcpUe*KPnbSa_4uFjz*RqL#2Z|4R
zM;snOR?iGhsewO3VNW@@kN{jS5dt{bz875MY5>u<np)TBtOBQ}&*=AHw(VMkGB_O_
z7#jbTRvo^2>4qG4dj0ihW{Co~RP*9G#;d+Xbcxb@5t!QYhD-l!1jVb02!D`ine#j#
zw;}}v;mNBSBP6KLTUjuFROO*|fuYv<D61leg1>AzY7`h!F9v7sSXdJ1Gr%m#SN``o
z8U^R4AO+i${A0{394(Ug?bv7QY4RbPS?y!)tyaAc_TL_<vxel#>5H-Kjo;wdPPE%H
z)Em8#Cm~uYtJowZS;2R+Kwj)STX8PGL;g2wt``t-2uo+)IPWa?oefCJs;hACo^b!p
zz|g-Qt^NCJ4##Zv^vus7$*ZwxN56ZizueN?DDGo*60V*|8ZxzT5Ee0fCa_Wv+8+9A
z=J3vCr9u7Q5Audgb!I2|H&31w(yr#yZ8*fTtZS#N4yCZTh>6YVznC&NuCA|h)}=#%
zN0n}ETh4yJt-AZQaxo>5w}s!S4+0naJm_0qx?`P1QDx>}UMyx&DrWJbyi_`=OzIA>
z6+L+7Api$Gw)?nMq!=8_t{B4x0H99qSxt}o`{Yn~vQXRB?p`?lj;R>TWO`b3{adN-
z+t04rUUMqY4u9emH+kG!2y#yT6yL({-7c&bo;+n*^vpy{QcOSkuNb{fql^p=-_r5p
zs_2zBm3fTP%stH|Nc}a~-Yfu<mY#n?4g$PKx?T{a1>qyezqb|AN8h0Y<@2REzylr(
z*s!$&-dP{c1jC_{YH*Vcv{~LofXkl6&sDQ@-<rDz&lw)csax@|2LxFE!x36HDD_mu
z638kPE}lQbi<Ye&+|#lvtC((D+Nh_@<_)&>Bd*|@e*g2A2zG_fL2lIV<;iwCUS=)D
zS_Eg^tMPogy<Imt^{TpH&B$&g^5Viys_H>WN%Oa2r6=Z|MU_r;HO5jer9AtjJSksp
zof?hxTL^b)4ZQQgJ$kXZ)&f!IGcvPvOjEKJ_H4o$Py$BI8rZf!W}U6cs%Wi~7amW<
zW}?r1+F@{B<`3UTzBNYUDM2W#8u+cS|4bGI;b@W=vv5b`z(EH-`{+RHfdTmMqRi@t
z4PbMGl6%=-+Rdn-Ms_ef8LakbmYb{7`0UsGGh3VJR5meE6~X`Z7@OET-2A`bbqy37
zi~feN%^0^?q@Z@2Zal>PI`pumiaZsv{2eF6h)6^0HE=z=wg<!aT25Cr#;;H+tv?kf
z*dD@eEdb1b*voLeJy?cSmuJ(!4j=JP@1+%>c{a-0k@(HQVC4L}!v}{DF~Zt-AJONe
z6Zrw{eSGNwA?)?fH7j~<m+4qu&Y5mB$sUiD6s-OB^IAyHtXEL*ZTK6B7EIj$j7m@l
zagqGLE0S>{8KD)ax6y2TUAdD=?F~s)OT?iA19WsNh!@`0xf%{+4@sK4Nr=G3e{o<$
zAc+JXBY*_u&QPR6F#IrnJd`t^hHjK0pk)`pOY4OQY3#xNXbShP!-Ae=iLnRh0ieMp
zV0-ZKl5(q|g%=E5YGovejlaf2`x0Sr*!$4Ob_mzJ_Y?^l0nq+n=t&DXjJYPaj>}|p
zS4A)zpVLEKuzU#2>RT=dVTmowkMM{jxMhM6N?)k8;j^Kto*J;0|Dz)r9AyAF6zI(R
zk?s_zn&DC{yZ*2UYfz97*pR0ZxY%AKx*mK~PU--X`k!b3Gx`k0HF`R+q;u3mxHA`E
z-(*^%Y@|c3zO>Wx;p8*^DUnJ|%_}XYi2`2TUI<zj!g$;U1q0y_#=asoGQ={a4*V8v
z<hMUK-dwIu0R8}6t^Ms#LAevH$J6?O)j!K2AjBd9%X!Iy@T#^fM-b0`<j;0w{+hFv
z82dAVjbB(OUe$Mv8W+x)Le%rnDLaNhf;f37q=C2<M;{u9aJ{NaAMn!pFwy(#)=b`A
zQGxH(>7?%prf*qaGbbkt^^e~>jC_HJCNM>W#$7Ug!l0o#1-rD<L#{NEar`hxmGrUa
zIwc=Cw7-b)-|nEjaYHxj9ruj%*IRp;KkX_>XXqEe>vG(H!yIh-Wn{{D<MlJs>kKLA
zFaqXX<I^-E%a<<`vhvl2L$T%FvFAU|pZqx5bQ>}3{ls!85cR?lr#fObUHLNv^6}%l
zP_%m{8HQ<fM@<W9wn|>(u&{gm=Zx{?iu&dLY0E90sH+*G`4#!V`OJlt1`fjY&w!0~
z=KnJ6!FAc(Q@4(}HH4MntGlx>IUG|#MM>7`<u|;3yCGbOhS-7y%-O(d5cnC_r2%RG
zS43+Xv|hy^8*qoY6z&hOqI%@Z20gc6>_8sheO5jT7k=Ds`Jy=<4HiA26*{E7jRi9v
z!N~4ZyAu~b?Q9O=gJF2p_cd|zGY?7(9+Zsg&-Wv}eL+4xpwDUO$*o-swQ{5o5O_q`
zqx2rorT~S&`KN8K*I^0~&{{rdwhmQ@9}cd#HGk82`TsjA3SdViM}$B6qecEA?Ch_$
znO0c|7a(hH%QJutS4Hrsi$Y}P4r|kX^Bz}S3CkjEk`NKev`thDFR+NXVpjOGz4&3G
z>^qU-2vQrx%vPQQU!4fvP0Sgp@8B1_siwxPB182u1a)(++I(|MB?Bb3<%6hdgr6>c
zJ;fUNxD!cmIfqLH1~%Ug3qfEpT?iyj)C#Cz@%6_vM3NvqWnN43sn}KNKa{w5e?B>z
z6!Q7~Xyt5wZ`%{Wi0MT9MPg9bNZWG{{miPLKYFK4tt4ls6~_KHdc3iJ;kq|TxMG9A
zetB*kH+rz~Jgs|8oGq}pIcTZmztb_lmYkkdf354Lh3_!&b6$QO;`fs*OS6Q;2TKqt
z^MY3#ofR)A!d4ZY+Q!~c622uZdFR?WB4#CA&&5eF5x9>g2fpHWRlpbK-TybPedE4H
z^A<j%ylC^%Ou^XEKhTWba9A~m!J6^g%WG8B&LN4geA5a#nSl6@!AW>HEk9=hSKASn
zGe`w6K`udFEd95f44eQy>O~kC11aY74*0-42u*@nqz2T;19}BKD(~iV_-zKBs1Z`}
zaw!*Kt)c1ez{~JsuuI)XWtlSw^JU8_c@v^Nni7Q_XP;EGlmp;K=Gsc-gKVStwsCJ2
z6$-#T{n)yESqS=C5}pc)s^C_zUIHpjQ7ORA8^xEBvittHC|U%31NJ@$4J`^Ab#2d9
z)`*0<^1)wwB1w^svj5EtDu=**YRD?UsvrR%6@Y1p-^4jG!Bji))toH@lnWU_XmyVA
z%plWOlb}~&**v*_Eh$&SO;By~SkM+YL>*~45vA?ptGfJ3C<XxLs0IgYon`><2LZ6C
zLiO)o6xqHribPC1kDAp6MHGlc^m-dWld0JM-7>S$OD3VQDbi6<25o|W_7vSDV_5i@
zFqx7(oA6;e`O~~<l9XP?J$oT#x{M=<J+Z;ow(Ow(J^XR$?9aiEqk}u6x4(V-FrJk;
z{~>ia^V5`7nv`CW<dY1frHO*EP4>@}&t0OOd;%1z_kFH>%oV3LpK|o<ex>@}^UCF$
zoB?Cq-w(c$hSh8NkhNzqENeQ+tb-}Z{pMN#l$Gt4h<ve#d`VwXv0e&y@;Wz5fjkMn
z9!o*}Ez$atUO^GE+n=xTwl&n$y>avGY04P6GFm6ES`V)3K%{K<nr!s}2&eE|_~To{
zY%9QO`OSD15Qm$Y@op;HR6+mkbQws^frmXVqpf+$y<00i{!nV(C%JfKOYL{n*V5}6
zn6&Ns8gZ=q1eR$XW(i*+owo5g?L6#{78t#o(jX&qg>M=CLH<GaOjlv<UaZvD)AvzQ
zhxU*$yAb3KCqKSCk4R8~F@V*S0b4$Dr{WCwke)*~fxuHySPf;@!X6A=?}ndiigY{G
zWx$waTm?L%2QB-xBKvb*b<Gq+PEZc#+pXdVOAeQmpAN||GBWtrFOJ80Ctr>po^K1d
z@~da>bEsW(tb{f_IBJAA_yK%#1z=r*4KMXu$?|$I;|B4X=la($zToq#{^*ItWlvY3
zo#%;_$plw%(PPmvv)jT}Kg}R%-!Ju34&ROU&W-m{yzKneDQEIz`jge4j0E%Kv=Cj}
z6!i~WJPb_CTx;8~or3ADugmAHZqdDN(HY5c3vAUvp;%z0KPqBvXt=t!Zn?(vH!7xn
z->{{g3hT+N`^F>nY~{1X&?jz5nMdC4&3Y2#!rWXFKm}K5t4N3_*6QQKg@23(G>0(s
z`a6$_{u|j<!+rf%o>d7tteF<!(=Oh{;;8+V%HT-vaV3JeyO%q&>D-2I>T2*8vwYyu
zEpq~?goK6!og<R*K!U?rZ+i5B@5(l@Nn{;K!tXx{ga&t8*4mjog`(!9kStf^Xj!Vq
z0HaWlXv0TXx_CN_RJd&4Wh1@@>acOhr@nyAo9D`F52hn`07?CL9{y9VAFJM(q<JOw
z<dU)xhE>hE9jK{wA4En#$dM38+gjsz;W8NO8fiQUAeeZ8W22j79v|e@1YRYOrb7&J
zxdo#BOXdO@IIfOEn99x}EU3*cm{)HV7Q%}!&qlXQ&>U|rg}rxIy>VeRc^S^tix%%W
zg2j^oK5gTK@s1KRVJHAoig*|3zsT}TFyc=%08jX(S5A3ZFKZ)bIc1{<?G9QzL_FrX
zj7RiR4)U0Npt%79okFv@*t5Bq6S&lxf71XaaDcptrvfZWfq+lj`acV}9|b8h0>pKg
zrn(6rE0`j<TtpbajY31v-&8=hK0%^M<^~U_O@tC6VNgQT>mMH#4iq^DN5CTFWP}VQ
zeglRfK$dD2L`b_6l^=5Je*|7P-q%Kk4@&i1@z!t<877B0V)Zo$RsMPn_DwDX+41TW
zs8FudOXs=@o(e@fYHGS^_3Y^MZQdm6DJ1L5ebTR%&+|tfLBc;c#dc0)M}3tACXRcm
zTYJ|gJc!s3T=+)736LF?<x@iErv)V5NZ#Q|E<ECLxR7q>_=*M>d9#t!3mAvqmB(eG
z^#BPr$h>z;C*^N_>`<izZ<hJg=$AR_>q^Z!*#a(4su_0pOBI!bIP^|<?xUbPnbY_T
z=4w7g(}*=wox#J0LkoCvZc_8=W^vu!^Ubb<q%4Xx)Z4eGxV4VBAGR0Qy|OHwM^rj5
zMqcBTrz`ytT{@?`s#opmR2@L8kwzq?(pp)OQW)C3p@`YRW3IkhR0HONYax72u2yG@
zGs1rfkG8;lX;<=CXX`<GZ`q*;<Szqk0N8n%^a8N^HV8q^>Zkrkx^y=*?r4KihYqs+
zXO^$k#z81j{eg)7H@S`X)WA0BOHn*A-cu#H=L%T!t-|Qv`4Y<oMz=6{AhM=Viw5^k
zRZ6|oQZ8&mdV3HT>m`Wgor)Ne5a3~x32=1yXfG2dgZ&pT^{?9qYP18Pi~A<QGFIOL
zDMy&GUk)JNvKuktO4Vp<5ZTe(?bxu(HEKZ5ME^*C)k)ehQ^BoD*kixHD7o@!XMEdq
z59ZD~DVyva?9w6{!Vg=$8+2h?9^FCUpGHokQffw2Fec%Z38+K}PYYxfrVvlD^!+pl
zt#|2L^3DjLGsKfDtvv*_{S79pgDWb=7H)DaNJi2|5337sdVYP?)!$LuFscRxd+1za
z4v`Wo;YHRL!@pDuvQdBTd^~MvDm5~Hr~W&7XtiT2miuOEN~yo+&it>V7RXTPoVWkx
z^qeGHDYv5MMa$Oo?A~1PhY#OZVbjqiTR*glN2s9$>)0WYNG(dB6B!aIJAMAm(eN5T
z=O#s`KBOBf3~@40`5dZpL^F<S3uDT!CkwG=Rf!0+juB-Kh+kEGq6|((3Ue}H&Y?t-
zA`(u3uV)S(#|NEtE=tgIY3Rv;z-k6SA&XvZ-}sk7Hb#J}fZ%kI!a^;Ov^%8#t&Urf
z*0PqN|ILvIO|5d&C_S%e;9a;KT$D(h@`LP4mrC_b@RME(ltpZ41j=q`M`>y&rUe&?
z+@kE8O3C~DtS9l?$KYK*`GM^kU&|qFuc3^+iN8McpN>zxbjDD|q}K7P?w7vb8=bOl
zeUvMbGp21hD`^}KkEYP=sE(#Dk+%GVwqA#fV2sUowKXS|Td#Kn-Ljr*(PrU4Ck1!Z
zol`DCBR<9-hv6uxhJb#Jmn*QHSsWt8r*$#hY(10~>AnNx3Lf3|`k@8j26D!#y2p0N
z;3zOC9Vt#A#RfxZ+LU335!OG+9e6rMP*WV@Ipy+zbDHd&bk5Q1PP8>WqY2Fhj2RqK
zFsu#+0Yy@L+H~UvMZ?dXD$_G}Q&_{R241}Mnvw&~E;bMs;u|+lw1{wZV8p*AFlZK`
zvWF>m5MQ2SKXEGs)0-y8jI00N7OuW$qI-8@$FX>R-b~8UO4h_w$$*KY^!ChSj%zn6
zs)Fu5;o!lPYkAs#yV0u*)`N~o4xAi)kMR(V`5{Ut`RK%uu1bEZxT~b^fpBlNdQfJ2
z(<2n*r|iEe&eIsRpp~^H?&O4?jHs!Lt<J)Wr{5p>O=p}{*X(RNPc4l3=9KIz-%I&^
zSus7_0C}V4#}p#{k(d5$RhtM|0!O&tV~A%B*Osf??3{OP{iX(F(@|G)3ECK<`f=-}
z;@ko?HQ8GzxbvJnlD++%8tOe=K$T1TFK$(~8`4idPW!*`?OU7rZo01CWX|5m`(m}1
zcQdn~;${7Bx1E_++l$AId>(+*S5o@5P31`0#&fEG*zMX{F@(e3D#}$HW6yPtecYXw
z2>Ol$0)u1h3)WMHGY-7_{vYP^aQXM>S`T-ioZ`MU9JBmy=LZuF;IjjDk?f#e5U^L9
zovAn3EP1TFeVmsr^P-VF7QCP!5jZ;$yGKC2b6eP7KoCglk;p3SamVZmlVn`1E>c11
z1Pi)*^>4KQ!(We~!G6`DArS?6MdC5D1Y=yRwxU^ft(W!X+`E~*9ggN7nJ-@KNQYW!
z;M=Qu63Tvu4?*0n{2h;ezYE^?I&1tp>{(oOrRK3cT$s{MH_&%7K)IDkfA{B(o72qS
z(YhZM&#H5M{2tAvL=`vb)po9Q?w5!sic!;im;Ke59`@vEodn$^c|UA~?kh*wsCIW+
z;(gy};SUE8j&vc8<^zcEUz##vF%Vn2PAn(uWjq_v6bO*`Fu6U^fz%j{k_NBbBOp-l
zPN1{csl3Atue!YRz7`*Sa*2FWe}ZnRKZ4cp;D389!m{ywCtrx(0@>*Eb+IG@#P7^9
zJ1dyjK0}_FV&UgC{!?4csoIw>_*4q89Y67teh4g5!L&A{q%{B>8-9+GMvLc?r%@KX
zey!=ziWEObAcqX%9fXqj+aZgvH0E`PG;4s(kX1681e}nD2D9j$->-#sMJ>XtE5U?T
zq4V%t&j~F{;hfQ5#yR_%|KwY1FtBS9TDKAxDSzb6uNDbcOt6;eD1l#sG0H}45`^5A
zC#^=7j_bCAkixVLRm&IYaM&RUk{Q)HYiovd!cl6LgNRU7c=trSg>pPi$m7HT#69^W
zQ3wY!>Ka2oMGyj-NTHV1Zn_U=i@0&~oYE@#qdUTp@~+x+sAI<>P}$PDNU8flwLqQn
zBW#vV`{ZqimG}mwuq<-ajEnzA-n2H3I|v=f02*p5s)19q&sYmcJ$@G>ZS`T`fjPT$
zt#W)skUMBP$(&sR7};QQ+yRMm3pPg>v}29023LSMz<<W7ek7`vw9l*`d)9UnbNg1p
ziK=Dyz{K!eYY@Jj{XG2e0w58vh+Ycw6PC2iAqNmbli2KgbU79u-Q-PJdhs6pFCcQ6
zp-iB&SNGcpKecwT>3x*u)0mN+`omiXkgQqal7OG`^|%+p-N1*`qE0Brc!oU-X_$!W
z?6nfy;7!*eK~9A*eNJDhD(i}?PI<R-X5hkLnsU!_<)S#OQ|6(1m&D5a%KeASFkkco
zu-Y90rX8XQQfboqdV!<41VHip2`Nv_+mkh)H|1iRT9V!}cC~E8H&=DdSjq7W=+@M-
zW&nrUQP_oXK)-+Ximu0+<jAq^r1|@AKE`zkNx!Rg2pFPKX)A?or<KqlmlM72uj0my
zPS7m~k4uH3zN)OX3ES<xl8H5&eG-g^8OomYAnZKcexpDs&p3dU@rmo&&R2)`aUy$M
z11>4<ClkHM*#WbAMEB54q&-j{hgaps!v-Bj`Ilg~l*Uq39ZrVhPKF_#!&X#8y$>0N
z1#7VPO3N_X+wW5N(uw3h0<8%Up(*cmvmu}uZlN2@`)GwMAroa`OMqnLM4il_G~jB9
zdhe5kLOmNVt`p&kE(qhL55}h-u#kp~=H8~BF8|Qo9{Lr!Lr9eG*~>!+cn+$$PQifm
zY-WzaMmOvW4`PL9Wiy_R-ZPjr)-zKS45Sq3fgjN(@_}^J+IZfi7rS13qYYgoV+e*R
zE9Dn{5oaLF?fbLYgGVUx2`fqp^GOPaDYuaEin7px@L2~T7CLWDBzR<mL|;FCr1VAV
z-&?hY+i<8mrYJ5XK6IF!uEr>-%J{zg%UizNC6t-h)i3Kd9@OxB%#{7*H5C3kHrsE%
z(G5vlo?j~?MJhBO%zY@C*niqUMib%ThQ_vH>>fBopeKi=epXfZ<y1!Y!|=%i*^VDd
zv~`-W#_5Wycx5bkQ&vS7b$_nEhxh_W;uEFKi8Xbn0*9?S-7F2SnI0!Uhzw8u%+mdw
z6sQKcqk?lyOXnS7VFp3LuB5qGbjzMSZ$dW_p_W93p+@vJTNjc4cao~sMzljl61}fQ
zwM1;d`Wapal#3&Xyd1<9QFwfweo#UMO*pKZhyqTUb&Q`#L_vrgz7kK~*Brsk7;C7R
z3f-gb;Z%@r8_a@Pwh~b<C{fHHRX7)Kj|xWsM)h$xk-Qc1(f{1@0Mfe}?OU(P?U&oz
z0N-g9_}a4uoH(g9_Y=Q#Qv90WU4}i;fkOfN`@qWjvO4q|`7`^wvOCljq8&Q5>|_ic
z7!n#%LvUpnTu$W;A1G*tFO5P?@c~@Ko)mQ(YJyTSn`AX?EJ!M8HJEmM1`dgVMwonI
zQHS#1OTmVUSIG^0zwMFPH?l`cX0sn8rq(ib{mn_(>^sDea=Mq`)`AhktN{y8Sfi>7
zj{O_Ymhgk^Tk1}qElT>NO~a&<DetM1t1=MP1vw{~>6~vvT!kPm2v#yZHFlW}_h(aP
zk8rUUTRmNMJz>*Sys+Y$F{4=H<TxX>YBiP2HcSj^|5~%3;Nm<x)|nnxokF3WmwOOZ
z$!)x5SY_-HQx!cxr}h0&{dC6LntS`3j`K6am8mHMe$$y=HBx)7Yfh7Y$Gfw5Pd^xf
zKz$K~<XLooP=!D?eyy}i^=V9aJ!jmTd)(Wua`S&_sh4*#((I@PU7+;)lk={k{Ky$@
zvL$sUeDINTo%k=@@^Olmq=nc}jK3oC)(e}}J0OrPK+xE8nK*kCh_3as2ape0ae;Cq
z-ZG6F2Qz+-KE7vphV`(l*%NFBqh%x7nPIiPG4JRswm*+J*Y4p38JbsA@Hm6s9RQu%
zY|)>G2d@%aaN&L*(K4(nuz=r(VgbZGS2!K>i&stuospqzzt^p}($TNH3E_G2XoaTj
zvqXvx0us1n_|&9@Z-=-s5wSa~3K+WI4m>=W0q)LQgoCe?BnX{B1tqD=)m@)|n=>@J
zIzvb$*>ELDtoB@|&CWu=%l&h&`rod*wvRdMt2}n<JBKrm_$C}4lxe^J2%9^cDtrW^
zr_I{jlb@RR{8_N8XLp3D>uQubsV~`nYch7*Wc;?t*uccy{?WVIMiX(yW3Evq#}s{!
z6_xNNLXzo?ot>u*{tDa~pAue-7C01aN*bP+e|5BHAE|`fWwfR_i5Ie0a*!pQnB2H;
zjqgI@k5d=`x$w%UeL4nCP{vU{H_55kJdZ&Gf8J96JyqTLz|}^XNRrPHIHY~G;tB)1
zc|?mN<;{3y??|;JHfX`~2AeA6K+>^@q(logW5yV-`gQ}dBeAs~)3|W`vT117&r%%w
z&Awf7I||3P2y>mso$d4BF9#kFeOC^U?=Dw~jfdxGCp=8)a$QVGiCBN8<P&hwADkEN
z_L^X0KQnW+2=kR8itmsU7x(YfKaO%f!4($oeAX}t5Eowfl)TZ`d&YU#*yW#ZE%W2`
zE>L7vKvdN!6}U-xXQPFTEF^e1q=*J&<9>*;9AVuf!p|vNAhNQBvroE^tLd^t5>U{F
z6>~g}{0I#vw9>PzY8hZ5v3L~+%Ut2IZUH>((40WQ2TLOcr*BxDABkZ6wZs=VgQ(&D
zZPmYzAoipTE3nzegx2-1H4kxYbl-*@Rd*;-)s#jp{?h}cqn4(&CB~Tw;8BE)>LyXS
zf{kMRkc^3W;O6~9Ed+<RAXWPohGsQb^9~-a$U}OF0p^aVgrHV!x}FKB5W5JNoEa2Z
zR-Aex<l$>Wa7wJrD`QoA(xtDVJM(hgOD^u-Hl)KqH$C*o2MSh;Ztq)t@m9mOi2TUk
zniYD02hKD4IO>4%UrrQw<<;QEY5TG}vhlO}bjfwak4ibgme3ry2v1S=0VG6ulAX-v
zOiIfZ9MZn9Mf<Zph@0B8u9i(L=Pwl~NHBt4eg$R^`aG~@gAMKnay+8(V}G5FULS?O
zr6VrV(1Y5ps}6sEmTafrg){;*?-KPPTE=kv5(Ne-3)!*>9<fc)i!ja0GS;&NL9W`T
z;@<br?c}}9lh}@O%sHhh@#xz;o4KN3y#8iN>W8FfBF3AVPyGzu`h`}%mmmp%;@i(8
zHYmH0-A_Q8tBgVkV+TROP-n5GGAAM5L)YePfx&wLDMo+m!^lbsn_nvrX!V#R*Yi6H
zYsEBV{VQkMsdc(H(ES=6@DYFdLGweD1w)zUe!<k!Z@r~#VYllr9HQ;1NxsmyJaz$L
zlI%!$A_L>``vub<_a&2Zuj5r;4|lFr?Nr^Kiu7nhHRgN#{(JGnNSkd!4uvp#W%#v}
z^OG{}R*|KF^Xe?U=#&ipj)3K@c@3^O$0B->hq?h2619^wF_V}`;aGK`v$QU(TQGDI
z(sWu`8lf!cMrE8yZ<%s9xja*mXWXCrQ{M+5XZBij81)4o)rX3QnT}~<$!h}RfiE^i
z$nqZJO#zsJK_Ke*z1z1svHhHBeObHDqPj`{er<IZ`^8<k<}OG&ReYMANZZoE8$W(%
zo;CDCE^X3*?t)qQ(;cin1pxxNGqXelR(|UcVL<U~rQ%`Tctj%)p8UTlcgf(!Vt5_R
z%MIA^@Y%`m+3~QKMuOx;_e_4}-wUkJ(|`H5y;ay`ve%Ir>+*@~@=5E8Y3s7_>r<)g
z^O@`Oc^<nX^(n`LS-!s;1|>><=x#bQ$!$w#d1^awjG2ddrhJz>D!lu*>nAX}2#^bP
zUJ2cA6bgMhOGH$a3smLkFA-bL!+}}1LL_Fx3J4PUQV?^7?rtZb6D+^|WhpFJ+a5W5
z^MV<Zt2JQ5O8{s%Ei^&;PzhEttg19H-Bb7UbFh=4ez8-@^Dl8FRYQ7D>%ig3@@3KJ
z7CrGs(+K3%ccJfx#wUDB2AC7ma*08-H8;NfmILZ04-Gg%k)rHlfoU4)+HrB;c!kHq
zZos4I9W8WUY>BehnT)nm-Gt{$;Z@X_&lHgqvi*BLwZ@QT32b|7bwpN@DgKb5R*Ph;
zS4z`%v?Yr-fFW$jbN-mc!OTaC-}&g5adUn{?Qzr2ola7PNH^=XrUMrx&Xf@?PLK-Q
zkHCln2qQj6_u(^Mnus^Ro4^optQ|@LQh-~_#+(I?0g6r^Rr)LckE_thq^QytIw5wO
zILR#!<8wu0Qa8^(7Hsr))m6VICzMY2Hg(kj?ca8M;j9}AO0~ofhBt2q952OqZ17k%
zUhH&vA?JUc9oEb1md-0vcdeZvajV##4>W$K@3nPKTsd9W@v4t9n?Fx+1O3Si#Xl&V
zzA+L>#B{I_dxA2ae35ccGKu;QrWLa8&QK{{3l4{~q{-l+@blb`Po_J4qGU_T*x-s5
zmwqpf!&)$=#q==%|IK<)=AR~AUPG?dDhQ6OUtAGBr-VaW5D`9l)ZDhVcycKC;rk2{
zF;ZeUBOLk>U7iDMq(J0kDd1H$90Ml7G~}8IRRBDdYPz6dw2l9qvNF&bAN-nXRoP5Y
zoJc8I*V)gTwn4s-=q&WsVW=@_`8qF7i&wKL(DpQ^vN1S#n4Xsms8#D=rB^Ysumc4t
zGyH*bk{VP%X&(d2Zg7aPG#aSZeL@Hwdz__bFc~5qq)fOkLZ<5b8?;{{OZ(P(Bvv7p
zPa2#R#J#M<a{5?v+uEh+eudg6&g>x60|A}ZCoXoC86^){i>_6gz5GUH^s;K4cO$4z
z9mA&LDSh25Ko5uH*KLYGKwBVbIKYePP7REjuDUcodBLsclwr#JhiE8@JwzFLV@WSU
zpGm|j_?+@JCcaYKTQvyArC=2-uh9(#<-s|fmAN%4H-f8%ubH=~kYI{x0Q&c+wFCp1
zjnusvk$!O7$nxr)d-9L;XsDP&3I^<4&L-s=PIW%z_3iJ_*ZKy#W3Vm}An6p!d!}JE
zM#(PUW0f7<L?Cqc$%CIY5#qlf|83ILR&arRuBpz`*(~U#TN&`TT+i%V0_!VTTHG)G
z%31Q2>w78tSCNIsmesP1)9i<CU~fwQJ<?Av|7>tldrOD<TlA9g4gWFonR*L!pO5{Z
ztMZ6Bp?P#df?&1ad|NHO=j<{Wsjk&->v3gk$UQN*eo>GT_Ot~t9T_`0Ghh4Vdw`e4
zTz2(iM>mVzrs}$@UA?Q;Sl@DJxLjnA%>2xIz4tW<p%oR|!2^mgm(45t+Wo)7n4ub%
zbEn^39v?CXbzOdmH=c~_VAp;P_Z?}|<fZ0z4wt2NHBB|{&NMRJgXk<=>vw;1pd=Ii
zp<d(5<YC9i)r!_xtmwRA9myi;J6BlH^IVIc9}%Lus$Lp!SfMNIW5YZ5pvZGdFi<DE
zP6T#B_-MmuWJ4ophZGD7hNW0$Tl&9xz0`St+xWfy36|~`;7z#Xi$-!;T+Bs2ZALb3
z=nn1(H2ygAaya!To-)2g`@SX|yi)V*SCEl@xBqXn(JucoM7du{PU<%xUw4A-B+p_O
zy>GbgE)eGC4>AG8xWn1_>*f2Oci-B*I=*P@u8E*X=lNCsZrh<fQ)#k%X?GrDw>#H2
z;BvW@`PO(s)MUIr*>pfn_zN!!(=!(NUTDA*S;nuEPfV29qu$_DMP04vS|O}%`V!e&
zYO?w8zWCtgzjBIG(g`Dyp6TXwBEf^!qZ~0Wx^|3I-$u2br=YM9aV)yv@c1#!-;7q%
z03Eaoj_o{-?*^Xy^XT@BRKpSjzZ!FrpvTE?13B;K<~hNstOUQu5C36{FYNl8bM8{x
z8}Kt*YUTsx@9WJ^c@T=m%~9oIr8zu_cR25yq(fb7Oik+i8Hvz((z{5`ZL6o74tlC{
z`1}(4j)W(|O;R)si?3LUu{8aOJDUt=l5OjTzR8a=Uh|k8-WMSTQ95Z<a0>HKU4`5*
zo&ECsv_kRJ1}Sw#_uKMYW|H0^gzLFAGspqKD7tVLm!m`y1hf3$Zsy}9N^H@T-0|C=
zPnBJSU3_AJC{;Q8uXE#?Y=6hO9HE<@5v>Mzh?#3=go*Sa!sbpVy3u_XC<C0Wy>h#^
ze>D?BNj%)mBfdL1K>A<(+rN#(UthI)QhPbE;YyqkbHxiBKsEx-=6?_AG`{<E1d;Uk
z#0cP?@a??+SDU1S*15;dZi3>b8%b(0p$I$FA2X;p>v;@?Qp;hOzo|)SdwevWW)NsK
ziGCs@jpD+@3r29|QT0lT1766WKt45z&l2yu7?)wMHOK<G`y@Bk%n$!B*&pAbRsoR2
zp*a3lWKP1T{qA6DI2JO<4y>1g?=5uLpRQ-V(<UhVScHKw@wjktJS=L7xF{lqAqLZ6
zRSP14#oLeT1VG)|yeh%N*a4NSQV5@=llBT`;XTjgAv;yBoXFUzDwxH$W<WhPY7?Ac
zX(ULaHXLHXNM}{`1%DZ6Qq|n`6+1md_CCr0!8FU$jl~>6mhg;>ou-u_E#C-W&+a`K
zcm!b$f~BQVfS$meX)$_|5DBP?nX34CYyTo;bUgsRh(thXLyBsc$Vh3xUC4+@n!Die
z_(e+jLy=kN6K+oPata%W4&x5oJ6KflkxmedlY8%4ggi1H7tDkw_XsE_4=B1bQ@jW=
zcXD`blmczjH>PH76OdKW`0q4rK~BDVq<x2M>7@-`HB%U%Z37tD1Bi+;JR-;%95OdS
z4+>gEfXG^a>A<nV*8-7Q6C+?n65!~Clba>z#5MPA@1IimUFBk|r@Gv6?)gp)4PkiL
zt&EgKqTZAaUe)I;U1OheiSPr15o^5K$hu<ter1(;QN{w9732aD-Q$iRvW!IR>>py=
zpR<ua?K~~1pDcCF^p{U=SY|U--E@lRO>z{}G|I@$=N|rXL;=X#oDi7IZv32RR2<`E
zjxwj-n*FmI6n7BpRKHN|P12{z`-ugtCGL$E-FH1-bDK+wn#G8X2$bGg;S>;pMN1f~
zc6ypTmG4ZBddm5Vd*%A8tIo{QJI=GQ83bFd;XiLQs(UYguTwLFK56%ms67$8724Mk
z)WZKy$IdAD^P532!^DE3;*zjLr>{Lr;ViY_2Ik-Q?ML`<JuJa6Gcfo^;NlVAbKNNo
zX-{D{)7U`iPd2}tM6SQ-ZkDh;8mj4-^UN5&TT(1<(uypK)$_U6bp)CG{11+SZbf&O
zW#KJU@QK5BI~sFcpxLeL*X5@8Zx+cdj_u*j2W=m(;_|I%%GQX`4SYQGGoY7d!77gr
z<;5AQ3bH59nQ-^3HJYu*e%~lGx|_cM!PkVCX(DqOg%ii<SXIb$CUtrHDD@xFR|`fk
zpQhTnfI*kK*?i;Q7h%u<h9TsvW+IxDu;k>csP^A{^JK87If?3fBw9uo4@&|pY{yy0
z|I**6z;(9!bT->>dge0KExvlXXqI7xg<SrfU4)(H|9TsY{=+~lFIt8<&v=f%%JMXF
z;~r)L0QhVxunSwfD$2qM<>3^d>SXy&)72&FBRYYafT$M{l}}3H9_6@_%QL-siR52~
zv6Cef0*oMv))aNB@OW*6vKr9C0#q@C8^y?ox7_RUCVxup=70qt^>^hN#Td$J532mW
zLMa4Fa}>pQisX1sVh`G*MDLL0e%ld_{{H#rmGDc!X4OAGS9maS(E(<-CzG4MQ^Pu0
zzp8)qhstHEwUBV9rCC(huXp2O+g_lCBd!B@>*8)IPT5yI@~4H%a}$$*QEzwi8yNXV
z?V$;|`R0X4BQ#oTQ6{8ArGwHQ*ho@UScjfmb7-J%$I4wcUGSH=izc0=%|4n9PqROl
zv^HLbO?tgtUXSxMoMjn7-3ou2D=G-?1Rr(|wAHT!w7*~SO~9!}@%YjJ{YLhr2xx?M
z5G(=>I1$&Z{~dVRhbhgZ8ONs@8YH<%v9y!5xk&nPn>4p`2C{|xWqmut$Kz12V0fMW
zZgOgssp*@0qx5HQ#hkAzR=zyQYVZ4$<#TyBrR(~%;r#sKWPgA5>c<0J!YUze-)-)l
z|Jp^(C;tQ7fuzG*ZkckI=WngI9ks-c(0T`ulWOJfW2P>ri^6G#jQ)J&Ryx$p@O)G!
zGSI_%Rh8jg77DDEz+pjx1j*v{^m-+(T|;W%$z>=>AaEF#1kwQoQxM}VK-y$iS3Vs`
zM>XY8%^Xh6AZwNgG#tbWdV>-I5H+q&1Pp?yu+p|NFe2&k=Ys!EWH8%GLy<=y0&4ad
zs6OD0NEHmT0-3A36ENn=(3u?4>-J(`QgLt_${E#eLfSLTKCR9r(i%u<%TqfV*9!Iv
zXD7nT0e!7q%6WZNEnU|oTe&0zO2WU$463m$pSJGSa|wMB9AiVSfKwqy2J%|pfS9~A
z=4D_;AfUWp)gTTMB-V>ri-kT{Kw`C#JsYLNaJaMtp3)O3Znr7(kja_u;JvLPmkMkQ
zN-KLS(@N5cMOh=DU__US2A158C&>h&xr3TY;T69NY!jwPDwt^*Fo*+)tJqe#=+9MK
zY`YU!O@XMK&i3-dPcaf&SJGA?un(0W?~TexxET03H6mT(?z9W7H+(0Ts&WS26#9xm
z87@PC!jqfkb<ToW$s*a`dVC<iLnS5Os*)BN?QTw@^0V&St}7X$&VMjFryhVH2_Csc
zTnq1g=xAMqT-~Mf^~IOoE(>0*u$$WTJU#!|7{KNZ&b4g5&I!gztE*ZF=UE8%g_qpY
za5PGBi&U3R4h>TQ(9~aswzrPtE)@m?%3l82=b*lj4kx$Z%N;)Kt}c#>%qZ>wOhk1V
zn->}BVUHJ~l}^xj2}7%xHRpE&PgHmP?YM0iMX}K&+@zMDpI3aPo}MzQ8huh#^2^st
zYarXi7D1vC7!=3`VwBK<gYC+%vT{q$?w$G97M!gB&y2j_Pcd%iwwGOEH>KZ6{lejo
z$7v+n*&H6+9*D8bfYtw0u4|AvJsCMqemYaSmsJ~JeX)MH^S%AZEB5xhV)fD9tC1`_
z`3m35?zZpk9t)yF^9nK^D=l~bj>eGZXHtG?`rx^}IQo6<s|DpvH|~$;do8gR+BtA#
z_^kY0++z1}UfvJg*datC84vwJbK_CCq?Q>Y-rZ>l*Mr*tGQERHd4)6lAADbX^a5-S
z*M3j{)7`t6`#RSw-?-uB){eJ1>-(!Uq<dRQR)Y9XW{K`BPG?T>j!*dAS7-l5ub3nu
zI)n4!I{mZq((g8~tKZkS@142TH+k(`>{YmV#RSx=)ivEc-5nf$NyBHlQEiz%_4>u@
zZMKz6<g~)^X-ms+={&h8cl~zedWqAQ&&f>BhFx;I&B~qm^{U6Ls;Ag^4nr>+P-$c}
zbqy!<Uddw&x2wFVqrd<15tx#txMrvG+$4orx05>JI8|0s%S}B0dJGVQdH1%O9vs2|
z22_AhI!C$d1^Eih441}Y@zo4yyC-`LwOGFXc}V!)^6ydS;aF`fIn|u~4(1;Jy4q({
zQCodbzzU3!t#IW?%$7Y^TdYGFEVTqQRp#?O+r0CYK^K)@Sf-++;RtHKWe?*0&<Z(@
ztK`JwXf`r3=2$F`{o$)ft=#+M9hJy-ykLgj%>U_C>)##?8_R!#q1M;4{L4;8%Bq4R
z=gnh?qOx~m^AnRYK_swDo)<ej(iIluF@r8pX~5<;se-IvL~P;zSUT&lCg1n{6N8Q1
z2x;6#DBY!i8>J{JAxcPzl!PE4g2dQ}Q6eRc5+bP*(%mT_g0ze_00$^+GPmFJ{(OIb
z>EYp_hwj<^T=#js&hwNPy>l2BoVM^c@enGCD!h2V`=n_lxbD;_=vO_3T9%I?N|Ep_
zhLpZ%p|q#}s3^x!((_fFzo%o$K;{(}&F@GN)g?p1hpN#0f?Px>eR}Kg+*FM6ZX)MJ
zh83U%DZZq3$|Bv$Hr3uT)1G%!f!&RtxsL7MLQGAhpRfeA$88*2y^zw6vJME4e=YLH
z`w*C^KrLtimBgazaWQ=aVDlb_``@F|9qREd+FjUg7l}o0+Hi&TtbuL$=Gi1Jz#@Qe
zJQ61J-|rKkm^mHmfl$^IyE+;pkPEs2Bt8TYp{_>B#<i-p44_`7qk&*5y(IObEbF&^
z9S=hy;{jAb3@&%`@+GafFejqHjrg~*y^7U-kByDBJv101Qk)gFD0D}F9vo8osXfg&
zDXe=-ipaLb%M9GC6C!Dh;_y+{Yh$d}(^zlR9Wj<55`a*tUT*1RB<vHnfSxrI1c`T^
zmxVp+nO2r*R*W98d5}g1>m!z71Q>T2Ldis_za~^z)KKMv1t>O!KNTil6HZ5_Yh%x=
z(&NT*80rBx`c%M!mClBU?nl8W1i!f@`^OsRqu?Uy!D)1E2?#hOqUKJfej_VFMB<{`
zw)0x`I?$VY1_7h6F1B+V1CIj?Ck4TG4G4NXX2PP4d84)G*Ek<vTSow!Gz?HrkAE);
zjInGD*dRdWa3)5r%*9$Eac~L<0CalbyByKX`lRYx$|7$U@0hEao1^Z2YPMXcgHjA!
zcMcL>s($(k9sN5Aq?obiKjE;e<FHeP+Q|ww+o%PXr5r#*gwFy`O3pnr5M~h=c~z#P
zf-S80rDUbChq3S(*CA_`v{`DfyZQ2F)d&8dp3imMeTDwMW~~<`<j!NSb_cmOMejwQ
zzVi|Xz6NG3`m&eS+SUotE;Se3rmvKhJ}|vwcE{JsA%@iGCUpb+NSa5J+u=s7x&5^L
z>hO<no~~2RaJ65<R`+i|kh!i(#S*|w(^J4}#NqpwnTB`_x+PzZX<Y}D5y4RWR;uK)
zS#NEBxkAyq6fGDn?ag2ZHw6v-UIn~u9enN#IOKkxT{fniL|J<}%vO8G+J@YI%;ZYd
z6L~QM(?klfkii3&kMCEt(tkTNkK`P(=av)XFKW@8sTzINqwwNtjF$GE^4N*$uaw=}
zwFOUZO>TM}Ky$Tk%=~`A!Mx=0;}q9%l@1kG@{iFojxD2|{*XS!bX+#d)Vz4aeEh|@
zaY~25&e0hfNU1Q{25r0zeQTQIBf10MPbD*wQOoBVs>e~luYMmV1A;98EM1ztMP(x4
zO@pa1m;TaI;L|0)R7ltZs0bF&{GaAvrYcDIjt2_s@ab-pR#xC6O4QfJ8@{3&z>jq~
za)@S{LFzb)_d^-)2Y(<~_q~E-(>ckqi;`{JWPTMI>>L$&cO4#R!)gEK#SygiH+Mm&
zS()tA_e0~FNCZCw0ZXGr^`qKdXC9Tpn0g)o20Gwx^&CfUi%3i(_TI8LOn?50^C)?<
zBcuhUmyi;cd98QBO|0M9zTnI+{Y}QK;){y>cSA0y>*Y8ca8a#}Jeh+d1-KD6^*pPC
za~~CKU3@RKRnII7y2W)tu%o*yCj3)TA-|Lk1B8B0@~hMW<m#~`19BukG3|-B-+{vW
z1;QW$B{Z-3$z1z;OTXtaaxh9EFBS%9szfL*#AzUK=JS2t{-;Y<y(Jy+KGtKMz7dBD
zK71I|*wJ{kfKp$!#iJav7X+OsG{2gl)cU(y%WmAub&G$_oFB%heX}^X4*!~FkC+bp
z9$ajhl?+}~DGH=k3x`WqfGOQ%aEY?2qGnq;V$#mSMKeoFu2jJc2HQo*m0rrbK&WBB
z0wBn`l5ORv_Rq?u-+>>WKR?S%^K&8BKbZ*o_uYmFHGQ{AI{5mJcDPG+)Cpk*tq(j~
zS`B}+w*38Mbt&}Q)F!2O>RT|-pm+P$6B~|0MO&RuZdNuWs+PXc8JlpwrT(2`)*MWC
z7QZc(zLwwVY=XS&bq^TL%!QMiW+nvWns$0qQ|@k#C~QtZIjytYwzX6Ofc^9aygdm+
z<f6gOV-5OYaRRgyUMxWibYDVCy2y?plWy7!C}@a9JFzwL&=85t`1)vXJ|smfgAaBU
z29ex@t={BBDM{(~Sz6|b#v2NjU*~2()_^||hz4(0K5kYHXlikmN{HaZf!MxCOwD|D
zc2$)8<xAxS@a7l>E>8A{8cQ4Xw4n1K+%humjoDul$RYAx6g<8TB`Qz@4)T8CCOhK%
zwyq|XWg4*qUWeyjH8cbLh2%%UQF!?E+kCf5V=`~MsapD+1L?;t>80#NF+@yB*qJTH
ztQ2j+UBn@`Va(70;PQZuyR6T){1MXbcWNsca(5*KpJ;=Yc#NGogeq9Ez21h~t|-{-
z-)Rzl1CwZK8+dl|SUmuk#$n0?Jr<O)PihP>hni(D-#@E1b~!H%SEGgyXH+pbSAN!n
z0K0Rmq+sNpXJEE#(Z@K5c4ogmjA;$a4@yETcOZQo=jY(Z_ZRpNk3l;2m#pwZ^w*0y
za)fSrRrTRq+s3}E)je+AD>w_|l2EHzT&sH$YX1*OGm~gnwry<DscR8yjd^hEgLk={
zn!xW9vaaq~tLH<X_JV!~=Q{znL2n32BbEU&EFk?n$tp7nH}7CyThi)Z{KmhIPYaa!
zB3=E%wY%A{Ol1xc+_>0}?Ytk`LSAmdm2N*}-F}Yk2#xLt%kT-w_UOy0Tm52SqSuZ)
zerkAMWdGr%FLO`*YyRyOy?dhhC#<IQSIHXn`4#YFvM<SdX=+DXBjQ2}xvD~b=M8>x
zGTAO$xMP@%AE-4+yq}dd*!8txFHcwd-CkZRXFGjL-x~QBosLow_O^Gw$?E<qYS8LT
zLwNe!@y(Ru8)0p}>wl?NzYStX@~*Fn=2P~&`#&-kat6_1BL!$mA^#)z@K@ZsQHcMh
zPsN*xDu?&Dv_J&B`}yscYo#Rt0GcM68ye!Vw#B87=tOn??u)la<uCu~t5{imwfJY9
zw^xy`8>OS8aY~S?f1;%la!Txf+sD)N{Q6hjOX0uzcULx4pCsR0y{Hp%L`eR5dd~+N
z`TSE=+vRr(kDfUgY=Uv9ZM@>7cZ*ib_bSmml%U{6RW-j4W$u`}a}%+dIX_zWQWH|q
z!HJ5^BRm5Br{EQ8L{`_(_r03X+ymZMOwV~2yStc7uD`=Mn>=(#MQSUKrErh{UPl!3
z{PABkZXs)?8js;?nnEgdEZ8a6J|+ff0UK!>OgY8Cj_cM{QCJH4{7d8a{Eus=hYy#e
zpM&;hEJY=bpvB%D$;|ZJyW|tAx=2#V5ypwas2X70i!z>%!i5b_y9@m;jFkZ4o}_58
zPM}_Y`<!m_JPWPo#|DWNcAYjA$%tVNhz8E_zm7Qv&|=Ue>%X7PJiHANwR7)dG1l>0
z)<b%p1iWFH+=On3!QX%A%diJ^Q(x!}5>97pzsM)d7*l=Flq+vnN#M*Lqyaywo@U@r
z?a^kX;a3|JDNGdj_RaoN6h-?03Z;^l@U-ARpH@|A_^ysX8pf{qWOZT{=sm(<fN<3?
z9EI%#%|M4%1L%Uli@3Uh0QXN2zhJbsTkI6XC9_L_hsjWpbIga>L^4p}1xvyx?Eot>
z!hiY*6D!UJO{B2(pf<O2S|mt%ZxF)_z>&|Ctp5hb00xnOo$^&~T8iWDgd&z4l>l_-
zl2|2xbPj&{6sR2&8sQBLTnvEz3M^mTLn@Nc+4i@~59{?Y&eWd$iu1P^&Jm$^h|o=n
znTZ&+=*^765!4F@7dUtCEd#kbdXvqKN=L%xpf>r&wxKSkFta!c;Pzrt{qNI&K^7SF
zCr0Ep<UqO_JyLPb#RvgNk2U17Uil5=?v@C)u++dvuUjn2lv7THm)G#^3%4k74oC|f
z5iyfQI|Wg?%Mvr+J&l9`38@oI1NW46vH9@)`Qc$;P9-gmlkm1FP?3mkyg6_NQ;Qf<
zv!l`d+0RBTZhF;hxLlFS38uq3d432H-urrP7~9R6j0RGt5Wrk`6A~?FRmceJ+SWKY
z;W;`=RP3|@T5rB)V0E9^RPr1bM%aehccPodQQj_;KCK<NOkSqU-ILo5@OM9S^e6`K
z9e5{^BR}Ae<A*<0Bs`7-dZ?ju=K$I<PD5Ux!5nuiUL0jSzWT{61{KIdWK4Kk+hOLB
z34nP-#&3}ABN$#JPUV*VF4pII>#xc`(ysXI`xj2+hx|FtC~QG$H72%D^fUy20Qp}^
zO_~6vs(nG8W!3U=-oIXoL3KoBb?LjsJ6}rXEQ2Lk*K<Jnl(i#hrK}XKxcl<#NAZZJ
z|AwS)3lR#DnG9AJe$#&bHn^G;vKF4!A=7yD&^HCs-665xK?=R@o%-*xp({<3s&|MX
z0i&HXZGDymRsp=Ic#|Xynlvy<=D!By*o6N!*rye)!-H7|uTlCsUy#8hlm{97+01jq
zNscCVftJ!sfm@8wkST7zAJM=QsBbFLH2o~|ViU#b?`(m8!wNVp?gIb$#vi}*5%rwU
zzSdZB4&$IAV-2Kim_A^nsYtGKMF_aoO05d5JE5k%Jhz%km7Q0hXR$c2iWh{@6+Sj{
zYR5Ae8Pl=U*gKbo<>1VYpq5Y04WzP&2oy@N#R02WRH6GW#A?avZzTYc(Hi0pZ<H$Y
z<PVJQG{;(z7X}WXwe@Bl6;EF(hq6-j{ISOUs1!Wi+*5OW^gql7eEy%}J?@0OS9Hwk
zG{nBLXaCCJ$iD0)6+9eZ8@tZ}%*#0H+Xw^B4ndSuFozwcTh~OOOPMH)7idE4IV~3k
zdvVLt>-vcm^KLS=c_yNC$Z^S=0r5lEAcn)PiYK9-y*-16#$GqJVv`$1?`rJj<Xmig
za&kKKJc3LOwdx|Re|;f4>AOO$A2Oxp+o0RqLw1g>_!T>k*6`ruvv~_GA40;e>=4Xu
zc=>+ll(k&huk!el0bsR^5Re=~&S4NWUt)9z2S2=lRKYmq@EVt(Axu$lNGQRX2%rp7
zBru8qK8N6N64trUkJ91@0ruEzkk?LxF*!(!fbkF=Ed@N#1D)?3L|y@Q3ou9XNDa$s
zLm{oILVqmXxS7O)VgCte7MSxgx~C#*m{znXgh|Eq|902g{5^7rXg0$b7CiywY`u^2
z{f)Ax<x3eQ^s+45=a8<R<=Wks7)brHhfq3X_7Si?r~%Mkf3&iA9Pq!2Q>L?}tD*m`
z|E$0p?&+MvC8nc)hyf09I{Xw#-?$T~TENBF5s7Re6*q>=VjlJPKpC(Iwm9_z=wltx
zC>Z4XYgjb$6yT}psnDMU_--^BUDsz|LDgHpKYr+^1?+T~#DRYiaWhft2!BRgDTBfY
zZSl~9#pYtn-f=^U2=GWW!m&iqSx+GBY7orMmbDiE6YV$&FyIgSsLvT%-}fo0w4l*M
zjIZ~LM?;$2_2IFaTw(9)LARp%MABE5BjxiG=@{;5YHB-y?|B`~Yqw9_?5ffxaQ*n*
zvZ$M^(bO^fz(-G0+hwqBR!`0_Z|uu{W4hgIjWUiU?d1sv3A^a1DA%<j<Ap(wXkK~>
z>?}LeDPyO@tFonyU4H{KBEN%(BZe?DbQTq2ZfP}3T4>mv6?_|)d^^Jg0lJTjG)S4s
zoPx|7THd64R$le8@_o+3NE^dhOZx#!dvc(C;G52{#v<p=T7P;6*hlp?ThG+Q+NO>O
zjQfVa=}~Iumkq|fGL683g_(c*+h0$bj>EN7hzIk81s{V~4_8U#{%yr`O=0RCf0oCG
z$qVKP82|Q=G24B9{vm~Zk*;>H)49-~uzKIaAJhsjuv@47%Z^7L`-5xbpZM)}ijxtc
ze%p)G?^UO709B3>tJd>@@g0}d$yG#u(`k=>%ER5&o&hdMGnx+D+@=#kBLZ%Pp&_?d
z438t1`YM>}!nGPAH3;~!A@^5j^Fp7x?0+w6aUTm%%;a|vaR>`>**O`4U`f>e>67zM
zI&`jXLrqQPbS_;2Q`e}Ua@yjWB1ae>tn=9+l5a3ZG>3ct{gPUdhbMT{{#)!k@I6kl
zUr_gV1*{e~i$1;QcZ#XqqRb2`Hu-94H?FOG{CDNF_4q@>N6in{@60~CEThpwoZI>t
z&<qrT-ps37`QcfAG4EsY)7R=**5XFn=zA4qh4ZP7E)yRWRkk<X1fSX1<VdxyUk&Uy
z+tAq*Xgv*o7@0`I%j>SB<UAao7OtOWkF|_K4giq*wL$o6+JCbSKw}$L0Sw}M>*o>j
zSy3-4cSij$JejtR$Ix*h@1ms&0OmPmT^=Ezr{`_p4`gA#jlm#-V$SKgULs!UMj5|k
z_qxaKp;7oki<MJnxRG0S*|K&OYQYDj?P~U-$}hPLglAAofzx}`AIzMCwjO!6_Uy#G
zOT7n*@}&*{rR0pXGnBrf6RJZh=76@+e)LQ8mpE<xRVgKLh<0??*VXZxfUyHudm7nd
z9UejZdVbOrU`1yr275KA)*iv##-~dr1viYoEQZ~3eRx%(tXb~LwY$WfNK9mWA@RS6
z1Hp)z?M+~XD-v*%a|eEXffq|p1G~}p*du1R1c(>{AAn}V)_H;HmeQ_8Et)d77T5rW
z9AqAfmp;Oehk`hQ>X30qP^SO%AOHiy!L?}JFo-o8;m18G(#=pjW7BhO=Y=P==*#78
zX5}L=Ckja5fdN<Z8YL1S+Ijz6gICYSq{JLS&%|seFi4Ye<8Ud8K42Z)!<~2JwTQZt
zLpE@zg>(UXpJa56WC;RLmaaf}V8GCl?MkJGM8lpB*1X_Pmr2-@V398jWZ_Oi7$-rI
zuwHuuJ>)xEw&6R)LQcOTgV|mN=$Qy_iY<ZL4GZJyliBtF7^|C+|0K+#rfv9GFRlK|
zHiAk&@!te9WY!HmXTntKyl&8*VQ%B#si?T+_ADB0nR}4U&~m%`HA677p#w~;GkRGj
z%q;!0DQ~naT|+CQ&pragTD&6a@kFm*qkF!HgMmgMHZCHend3*usWm4-!FT8~;jeCH
zg<~c^V#Ba6T_^@;NciNw+xF*WLcdD?I!ys!oDKL{73x~WJ>ciRJCv%2QE`j;Z;C3v
zNt>j%%agzZ2A@amzu9<8Q}h$j65?>Jn`mo>9T-H$__dac*dVfcr*xHs&&~tCt0>M+
z)ac5PRa9?lPn|vU)m+SnT2F+Q-*|5k3NYO?X%g5D_<SC`s|(zb!i-2&pS5&=$!Z6;
zbJ6gdL`F{Sg&Px-QVUhi+P{w7$YA;l)yrn9-WYFy#yf(TMXPTT6BT-*B|HOlv)pd~
zt@=>M)PE$W|2+kRy!40=Fe;vjIgkY&A|m6KWBwPs=>QoeR~Eu)Mjc3?LPsfVBeZ++
zKo<Z7K6<N8Tzat1^1jsUFc}OzRLr16T`Dnr<xp*^IP;V3_usG%1=IIqv*~Qn8Mq=a
zEyYrYh9d*jcu|Q(3>RIl`_*<Qe#l75&TxQ9*U_Su9oOOg9tRu^pQ6W2s>i00dhQ|l
zTHAVLpb{B6TKB*%Rjt$e?~(7-JLOxZ)nk)mL(1%xiyh3&*3U46(*#fd-Us(qAD5HB
zl`1CZ&UocYhD198L)!8n{6_+h!l^g#_I`F`03cXBGBAeJ6nE=imj|-F4t#=dg-7f5
z=6Tn&8L2KE{;LMe0@7no3g4(2g!>t7E`@Gs-#HuooKG`DCr(G`p<Bd=#jWXEA%{$w
z7^g8yosselJpn^Ksr-kMRC?0_H$jyE|0FWGWx$B3CbA}j&&DLt=lb!qGd~jcCh{}i
zL2DI`+G^ZfQP<v7`pBimH)!cwXUsx6_#`~+M}N$7RBOnZj+jyejj;CWQW)j@30#a}
zW1l>hwMyGeH#mQD{MT1i73JCbM*-odXrue4Ha_k(m3@v2+w#6aS?XH2hCA!<QLYH=
zW@6YarT5VwDuC6c9T~(oR7V4PUIZ|Z17q807jQy^Bw>aX=#J=?z*p{YO2y3);1VR@
zgJm2-a`!^>F$4$*51-08f=0sA4x#?6gPxFnTLSoZDj<t8aCM0{J&(JBxN`#BPomHW
zOEN!0D1nnbjSQ^A=$<e!2uM(o%9I)z8bSo=0@L@;B&-PmFoppq19pmp>d%ME0T-cr
zjp$`2z#{jh7v<*&0gf*_1O!V*Gm}45oFZ@ucpYI<_Cy7kdbr{YsZf7SrgO+(miU-R
zrf4=U0eJ-=XNx~t0>^VFGymS&CNU}+EwKad)(7GS+Y!S|I3}NAUqd-iAJSSX)?^O?
zock~e-Hcu-AHHPZyTpZPYj9hX083s9$2~y;{D;q*r^TY(I>x;+J|A*~vSI0;jFkm5
z`GU2Z_k3!e5-(~K$lV}P(X8u`$;Tj*^pDr;a%;RZrQ_}>K_y7~);&gQOL9I6uO9^e
z#bK#R>#F*N2;(&(9RcrDIQMJsxK(>);$~CH=Pf#>PkWF4JYD%0@e2VYB0AmD`XI^u
zRY+bq`7(j22Oam#+BMKlQozvoEZ0(%?2{SG8#B0=^6YZ?SLN|Hzg#Z+QT$m6=TV;T
zTX|V(aN^6Nz0aS}i$cebHO}rnxUf7I<XyP289VV=xNXw=N5~VCU#ETl;K`g3I*n^Q
z2pF&xyHvZCSn<~J#`7?BRsV-Uzn4WmQ@)XzJa&604iZh46!sP$g-rI(Aw-T%9i!Iz
z4tE=(>bsHe0I|hwl~){o?)`3#)8Zpn==VI`rLKjxe?Pv8&K*D8`5Ux){PVQ23Kkco
zZ4F|!LF-)9I1(raK9h0A2(&P<j|cKy;ELNTk=*cBos+PTHF8l5{}nz*krnbGiTiv1
z^bwEts{-pV|FE@BwJm^5^9!ES5*qyXcujg8&Pk8WZVeCoJ5ejhjJocCYTj6kAlW8`
zcZB|)o*phOsN=h$D37BPq<TI*+Tk&Hm2}djxr_-jIC(koB_}ra;76-`YJwi7eCYdw
zri-@MzYKDlgvYnMo42@?q<C_}+%GU>AaY-1fy{T`p#oW^#5MsXI;gm~^`0Vml*DTA
zO@QeA?d!D-h~ed2&ZPsC>ZzvqGjD+LNIkg2Ou`3lI#!!qwfkP$!1qSoD8QlYjVp!c
z@9$<^8$Q1WK^ay&?Y~SxIv%nAo?%iH^$xH6vTD8O;PW1ob$90Ti!%WclhwT_;#~!K
z`vKH97m}W#lhppWCQw;-gh%NES39xtdFUf1qx(K;kQMgP#FwPlnRe;=$l!EJ)Zh9S
zr1oQBTFOW~8%qQ!goMvp5JkB((VTXj_E&jLDR!e>-$HG5i2Zd36<LRh*)(8%g~<b)
zE+@X5G~zdmV>kusSVaZ{<T0gBH3!qIrV5OFfpRnkiopdE{%l^;%BH76<LsI2Du0vW
z7D?9&1IT{a%@igO8AafEjhy2YjK`$NA^iRIF2N`%1vf@VG|Uf~@Ni%aXQ5O#OzUxy
z(gVdR3qP<by#U;olt4I~QZp|Fa9;6l-l7_DonQ$6ogS<OWC<&WR9QEw*^g2Rn<}7&
zuy#q+=+mEz)%7Fw2+4pbXjcA(Q6e@^4q;sV^xg1NLTSJts_>zMdqDcG1T!iniarNr
zZT|VmjLohK)v0kV+grUf36mnGwA)~Gyy!gqCRGHBlyp?0_EfLK4^2wQlBr<`n4w;D
zj?|t$pU=Gss5R>mz7CgGb4{5~|EeCH;j?r}Tae8dG8P>tS%#1)jbs5EARy7@%n&{Q
zFWChRuwr!eO?^a$*dd_oI=vGau8;I!*z?1tL^q~H0#64$wTStZjl9MnN=aBB7)uiR
z4HMix%<#!K47t>0<%yWZ2>Rbivk{kqST)QJOkZ4Xpj>2#2DW>VXsv%Y6fml{67&9>
zmgu4hhfOWnuMMFIM+gvuTr|%<tVhABd`$Gmamv&7qO*=l=P)(rVL#Xi^*0SksNM4N
zR~6oiEkRTy#sE0te_$R4b5Qj%_R5Q@Z?cl;)jvKyg2wy6T}bqUTq?Ahv)OBBU~!t0
zD40e{h6rrHaVtsk;d^VW5zB2=Ud76U(jS!-70i2&dFL!wZm>7_-+!TL@w{blLbj`f
zHv%hYoQA>f{m728o}3%+QVODVA1bQdo@sb@uIffTBFQkusv9ap)nhBKesoEFMeTD{
z%Rj@z7#XQ62aIQbb}h<RhKSdWzAv=idN!|@Abgkw<UG|%CU?NVBHEUJ_TK7p{i$+R
z{3@^UOs(nt3ry;6=e1^gESjQx1oaz7)Ji{nDSZH)RMFlrdOuB@H%r0<Km2Bq=%JfN
z0ZR(f{Ia$jYamIt4;A0NnG<J-l0&Gxh9sHf{K>j=gdts@=+dfs9x+aV&ye|hDMh;(
zm%>z(X#~J^@P@)>pGILjLvwN?^9xanYQ!4~0q?-;?b));FBVjzBn*U&iu?!+J=%wg
z&HsI^fOkm3^k=r|3k*f>5Rf_SLYhUuZ<dU=reilv#X<V7+yKBZR`#1kJpgTay4kY6
zCcr=V<YfFeQkTS?hiBZ)ux4oBL2xYFh^5vV;3lew&<8f()5@2-5@d0f&8EcsW|AB&
zK;!kgT-DAXzh|jX?fTl2evmQuSx$dJ%{!vWJ~m)l<P*n4w*FCe1Io-ndhy<)$s~`9
zL$4x=Rj2vh&&^!9(2*PD{f<{W@zQV4b6Q|)w3Mo%;a$A%98$ds(Sn9($60xL3{n>E
z%&EO%Iqwtm3`n<C2_&uPa|xijK;z=wFJ?ac1{GhqCYjo&@!uS0FiFPmdNYbCv9cXr
zOJKd0$a;Ms#_gQfBP0w`)-vN&53)}#pS*SEaPD%i&*Rys0-yWB;GM?jqSpD^;orI!
zRLc}GPmd?&vK*H?qj-~6S3>EiYhMRsSHno(-LIH-bp)(p556x@<@;{f3s>fy7XMjU
z%YEnc_zE4w@WTib8wB<84M0_qOOb*Rh2x3bSJ#{qI#SXUK@`M}BOMm;GqxRopdx7o
zLG<kKW+p>tDpn3rUVk|wjtj6y^gx%(^{(o9jKedku7Plk{I@EZn!=4CDAFP81qSRy
z+AWZdSi(U~f;2ZCE%lA*g(xThPk6_<D7hLV|9y$aMo1B&oZB%Secr(ZkUZpAX2oJ0
zEp0@^j`cq~NedJrToyk0!R{ko1Ex}>ZSk~sg+4Qg0*5&rcv2W43E5Ir`q#eDITwxh
z!iJpc6XlYkDU8}O%&408`NX$8+QtdpbXw+Kj><GKKzHE<65(qOAndAG*v}n!q$Z$V
zkF0^eT-kpEv{ZRsj$({p<Hdg3J*<-yf^EQD<dA|)sVNwk94JIjq9Mx3M!<N1Xf_oK
z5CU@12{-_WiViF<1@vbkA+YhHy+oG2ccP);yr{gywT~VjY<^(TfR{NASHlYHU551b
z+<Oo^88vnp5xoS^A}lC1u^R?_1_-%GG22L8t+-@5@|25ui9urDmo;pB^!xLKUra<8
z`)}nx%oN=S$ELZ@-yc107O^Wtw5G(YJ?`TzUi}rr)*tKSB*nWdz}m~^9AM*NViW8o
zp(Dca+;HsjC=$lSo`4X+v5O4~LTcZ(=1aG}y;#?AuC7GmB8zxj?C8Q^C3!n{Aak+6
z=W*Mj@NuBV{;!7)Zjk;@*kqolg0k4wINbd5>HZh$$ra{HBEpp5uy4D^H(uTJCWisU
z&#gYkiKG;_obAh<`Eau5z2D30^W=i12}Pf-X0IX1%X)STnoRU~#9j`a(4!E|4^a<J
zw^o+A&iS<U{{DEjn|bL!@c+k4A7J)Lmx>Et^4(vZuuuwG*6o)^NPyNy;up%!@6e%O
zWWTUu<z`5;fym47FpuMr!{yIgG46Q2m!b|~5rI32_h0V}J-MXaN%}qCyK(>MdGds=
zmP+U^r42aejTJF^EFFY?2md_}f9}1ashu{R(*32amHSyi&m63UT55QNVkQ)mU)~iU
zI|uzNOBY5hYLNDgCr56qoQ5vB0VeFKs#viz;aD@USiU)nl=5x<Ov_FFtQ~%%!^DFX
z-K4zm-&s<Vxi4<z-jf?u+Aee7dhIT#T34qcKuLLtEt_5Y&vk7MvqOkEt!7{`uZYh%
zBEe4391!YtnL(1KvE606(#(!8y&v5Cu$q)d2hi#Iz4h;Z8Z-qs#O^+<m1BPyR~suS
zepT&=hHq^Bva~x(!e6&%&WB4J;jPx;kQ67BA*2O?r0Az(kR))6f?@)RlI^&WP_1@>
zL7r40ydIbx8nr%{IcXI@XMwq?66ZQj)>FpeKD_BEr9WUX{Cp+qi<xPQYBSqCD$$nA
ze~~Y&g4+G=@9WGsOn1~xR36dpOj9Jx)b?LKM+~iRascJh(52MarPhdnQhTO2kKFyU
z%ig<(zH~p)`S>f;R*l%N^Ls}1uns`=Gcc)<7!peJAuTT-(?h~v!Caw2<!I~6KAVn|
ztsN`c`bL01b)ZN%^u#VVM^{@XqSg1Clh>s4jUz+grlmlHc5>FYmG(P0dQ?ov%HxmF
z53g!9X=PLaba1hU<stM!rZ@L6cu)sMHe+1^`$quMMG}UN!Q5GiS2$^)ALWu&3G{2y
z&};nc5$MC1Gz_5D>Vw4ra=sg=Opi#l`Z1y!g5(5Zr<eeXIR-e*Vj|(q-6(4VBN1$k
z(Y0Ok@{HM!EsrA?;)^fXfQ>0p<#|yUgcrlizIpEZ`Z~`}5Nh6YT!RRmEp7DdhW4ZU
z4v`VkwJ_sO*c!hKm7WjAREoIVBF0n-<KiTUM3XW>ChD|qdKPKkC=Q&x6jvYbr-W%`
z2`cs$%o#ZUcvXQ=n-WCjHPP!6mE7lrW=oTW(o2|G5Pab4X9f6rYr$gh<|D?^XvkGc
zRQeG#TGvTs@4AQ5EH}CPBYYQtR{NmaQaCjexl{|UXzp2W*HY`ntLH*9DwcO6A<;ET
zu-+e)b*+^?<5{1WZ(TMm_`F0oRBwe~J^WAeRw58Ed4Nf^c!-hRJbcuk)gjO6o5*8k
zSo2wQKL{VHv*zI2JZJS~2WrsKY4#q@nuaUtMELox!y7MG4a#_a0qPki;bGa@B(2aC
z3fuvYfvLAebIfZOW@gpECQk$Ylh+P<=g-_~Co@JoKlqXMA*?_o;SYkxza;_nVJ!1~
zDn^f|x54>Awr4d9kO+2vPG-x>9PgU0$Wgi+7u5Un%#zf#@!}rO1_~~rNX<%vnr($C
zk&q<Jr%L=la3bzSB`3%xV}{c<pzCDt(~1pOZt5CS_t~#{avbBA(MjnmOovzk{uK^`
z=DK74;wFQBoa`S~jz1D!Znpz$fDo4Ipu}q^sw|b)gVW%#2{C};N&>gGsSUlcxh-1h
z{4k`+<$c0ld*0JU$3%?TijI9+nVvpLuRay4>C0Tn<=*sVP<DCHnSUT(cJ*dJ&ib7f
zR45LEr~xRTgUzURBO=u4tkzB;7QVR$*guU$uTu=@FU+hNuugV0zxwoM6aLVh4(mZx
zC?UID<_Q$<IC%PWqv<=xobjK008PdnKpov@9350?#EQ-^bt*FK8vn%#wt^|9=RX;S
z0;%E;It?B;Y}3$`zOT2*-~v}`_k~Jv>b?86IyAHSOxyW1+o|ka$5&}qd1=5msO}6U
zswe$26>3XG>M{b&PDo&s-z@uiH2t^*c7y|h*#Qbg2#rX3D(ZqzX4TKil#DlrJs`lF
zxy@jQCMsmav8!5)T47qXS;K80YU%YFkffnP>6V5hqoq6-a_hY7WH4zvLNjpks*-wY
z;Y^j*;tK-Ua&r|yi`0Dab0U5+tAx#KxMpfsA@<C({y3(*u!`r-%wJvP9WLoTl9(|j
zIV8Lc{4j%uL0BHg`IfKYUvXHH;=f8A<V)n2H~88K1Gbqo=R?ew#xMo%JCEL$O7ZCF
zy?$L<Mo6^?)=Louu|Pl@@afO0sw(v=9D{P!=*_Kd-t8T}9!N0)DkD9td1m`=0^1tX
zT3vQnkk`~+5=rNbo@2Pt>yp}_nkpafBLbzLbU59cBR=-3>tv$geP=Wi2o?t<S2NQ5
zXw#Z=m&oftyK8%!J9(;qxi>bo_RH5B4L&uI-{h<ISmpxpmD-du@-OQyU#S^f@3CS}
z)%R-d=9M7z@G7{>V#0>qC!ph$9(KhzGp@uAvtFq28}uEfTS-9UmcRm8!Hu4tKMn+l
zHlWy846KShnvTs}B$Cx~JvfRxc<O@@EOwr=QV${=bHq3dRw!ixrE(9X0BjDdjtlgp
zJ4w<;3IcvH64hRyt7hTcvw!UY8WQ-%(mcH&{;ntBLrRVN&(<ELD`73Ui@kcUz0lu^
zj@+%o2b@K~&X1MmRNJkmFCC9DOM_}LGaUhOKejz?{h~#il<rqe$~ir#6gJRNMS1Ol
z0~UjR2i8^(XyBkQ9^st01ZLe#)aRi#>U>_$W^KJ1X4mb#8!x66fYxy&u(NRR-NgyV
z+rPP1AenJIIHfp@-&5Y+%6=4`kufvM>2#FBh>qI?nuXT*L8#z%Tgg&{1gv-gkeej9
zzINB(HL~(HkIVZti=!ABr1gSe&opEYpvFBZAK_C@ce9zIXDzSDY^B*iIQ6ab3L5$N
z>olrwjFYj`YSnL;+2W-jhd7{BdYcWI3VjwlYnQO+qu^dP`T6^izP-MKZ`si2wV;N!
zd>;j{x7eZ}6TKpU)+xn&J9vuL`%P~D7qLpmb3q^UPk4k^tfqzilR(j1^BPz_E-p>o
zP%?ccF6nmWv)eD8S!MY!GMHOkGIvy-wO0RZsXJ%aHf7sX|MsOg?6fs^jp0#w)1EO#
zI|-2t4SFf^<7w!vN$tCTzlv`2_QyVN^10Y{f6P7oF6xyKH7xgm8!5meh;-DFs<?fn
z%TD0b{}H9C0I20|w4ZPIx4tjRUz;>Ht)Y^L=!)~nx*9hrK(n2mf3dQ`%|OrU{Hsy;
zw2>Z*W@WCA%x=ekqy<E<*{Q?$4afi;Md=?2asYkK`SFs&%h0-Z;_s>6&wYuL$uNe4
z-EZsl_aotauSD#F16`<VYYV4%_kGda&H#_U$A|yn>Ay11cl8~@ScrX1;FK+_;q!yU
zwjqUGA>A&urw`Ao9nap(Cw${)6L)uS46C{SZQNru{$s(I@I^lDyuqJU%q6b&J!XkZ
zcYOy=Hr^OV+|z18q!jF^ZihSzIeY)5tn6H7&ix4`zMu7nk8>_O5RCosTh99LPgNpV
zpv5xSTlCI9-$x*QC@WA;LaHiwIl9~wN%(PVTJ<YnV*rw~avkm;*7W}HBBN@i<rT-?
z`HuYPRrWB{7_#2ToGX9p<vH3lQ(2et_7AKuC*$Y#&u#cLAye%8EE!niIK^E~8Wkdg
zzyC;oCM0g{kZ5l6z+Y{q$Fwz<n0b?wy#BkPCfe|BEt^as<Z%>-R1bUQlZ;>V11mRG
z8Apcb4%gHPU?IG2dm%N}@aVf-GKRD;45nW0lB3amVOaH1S$77k?LYfnbig#aU3yAX
z?Ov$Cl1a6Nme$#eKO-LQhUCtj8WN#fOBnB0G(e(}I#Q(m`|$*zAK>pV{l&kB|63`=
zV*(DSm@dDQ_wktKgREEK29&-wI10!g{F-W@dA!@Arh7U<1Y)Te<pFwB3hp2CbdP#7
zv8-X{Q)EI|XNA~%-ZeJY7RjPz=QWzs<S3Gg%yUuSM)TcoT*&rO5kfkjB@pQ*=(`Qt
zzey6IvCj8JfOI8U8#IIl?m+>@Ct#oT->~J!*G;D1G+>YL+j$ZEffA)Yh~l-4+B`-K
zgN;gtg<=!lx(=Wb!<P&5FCC@sIG!;zt!ef0KC8v7)Z%Hb=3bc&94i3&gMepO-uUvv
zqN*R2F}%qrB&4hzm+KslDOa%AbR<I95wMuFV!uh}1aZD~L1q{ypcF`M^&!NzxwyV`
zb0^^dI~J=J*S%yu+vrg?d5ICOUI2Eey`hgl>+u?JTCk*j+?_2YcA_DW_(z=iI42Vr
z7jJ0MHr$&C#ETSty~&||)I9=@#~?`b@OvY}Q?^EH{F(mg7i>KfGN$Tz?|~j<+R~$<
zU5o6Q#c+mlhW*~p0i8)prh4Mq8<{Ge%EmUYg0D~4;bG4n0%r2Fn0h=C_7yEFfrSyo
z5P+V*K%tvMW7^KoY{~!pbNO#rY6R*QVj3>>^E|5<h%cL${RBM5-1q55DiCt?Z|)lN
zLq3kL(jvfwJIO<Y7LydL{$|{M-O$8y=J55RE<D<tL)JzYG8C&hf}~7Sq5}61mj_?0
zedv#C<^J1Oxn;E#X~<AhRk0j*EW>YZ$sJ<w?z{|`OWX@;x~#KO>D4i+J?dMV`Eaz)
z_>0>%beujO%YnO#X8eXD@FfxWl#C)R%9j#>n{-R=l%vHNhN3n2ycP-xIPyVHLXB%&
zCck?rEVSO4O@E(b@$rv(5KX`U(TbUAmw9`xt4X=Jxj$DEV6}IRI8tON#S(^y8LMj{
z-^sICzc}_!i)<@>*_VZF-)@zeJ}ysa**c&7e|Wa(?oR;E4t0AAm^|p#%Omy&TOT^z
za0g~7Xy}%3(!!x%6(384Qs8II1RzS9<AFEhq)OXMz@VmcRJhzb0=TP)YE>H#?r8G@
zzQK<kTU6-Cf4D4+hOj}q4D-Qq(1;&E;L{#CDK|iH*0IzoJjdY=Q^n!Y@6pL=*=AZ4
z0e)%v$_Pyl9<HhTm-BVjKX{-g6)FD`<M)e;3cUyfXI%RK!5K?I`~T%($lFqjniWgS
zwSn-C7@r3*@(-?(@VuFrRL|d~g3Aw>%Lwp5!BQf|cv6a)mXd02d`%JY2n6I}=x{Q|
z3)p`5|J~|+E(aLx^a1_Bpc~4~keZq+7B7P2eV^tS?d-TN;_^nnrJxBwt3Dn;<8{OU
zFoZoq>2;YP!B6%o17n(iUJXMPrT;{DTTpG5cH64-7i@E}%I;}q8ovZpPvDX<$Hxcf
zq}NUEzxznj6Nyy2aP^H5faHzn{c|;5uFOa-((O4jG#A8o<<FqdbiWE7_96Xx!7+jb
zYh6!FKYa7ySTj6bH~pqb-FMru<Ax)sv)bNmvlaiJZMW};CVb6Us;q%41cxiNL1Bu)
zfxHjT79!#>XpvY3tP{oHqHLFoi;Jt9Afex9ctm4++hu3VWoO5YKQd-`OnPEcUVdDY
zpB^jq$Y$K3O`YH$-SI9VrR$y8^cS=GqO$O%%%Xx@OV4+0{u26Y6Wvjrp<AQr!kUiD
ztw-FHzOAY`)W079k9}z#v-$1!MCr$kC2i(LwLtH3AgH6$SX3(Ro!RX+#l>CLS)1^<
z`F=(LS0*<@C%Oo<@%drAhjcs{l?`myMJR}L=v5LJps8?5>>)K#eg+FnHDV_W5pg^k
z{#O;1y&yy&ga>ecb}K>J@6E=tMo7u5QKBN@(KJSQdOGxjoR~BW^7J^0kzJ(~F)pIU
zA<0zad=^;ZI!k?8eS=2KXF2bNDu<~L0xV^kEn10>;k`bu4l*0OKY~z&j!*G8{!GaZ
zWh{?;y$v+B88w_a;1m0y|InBi)iTYXd<}bwk|N{(XPOBDFWizMgZc9HC_qw0Mpo{@
zKsu0ImJ<8cO_vI7;5_^fY9Na|;sX>%m;Zd`5{LA^IH9b}#!^`f>2Z(m&qP}@UHato
zL?ewU8o)Ivgg|vRNnroD1qaAfpu4ZMAN3)mU5Ja5-Z4&#RV+w{(k(!nTKD6k5Hg1G
zK}}67C47y|x_b(y!he-O#R~v@$S8*ZyfBb^FATWo&T7%jyrgeePFN%m*yr^Cvp6dc
z%M>R=1n_(lp+FbBOnrFa-uCpxTP%0(<_~}JV{2$zx&BUrA4FrlQuUehDg@+uui1%J
zk2iYg<Lt&GgN($rBX&}Uuok386q%AtFCLdLY;2Ta$!QcjHWoY9*LP-ZZIozyJNUyz
z6$jy!n-D`u1B9nrp4ZM@PyV|<GZ%$}o~Z5bdE>bHdtQDq=y)5~hfs{;C@9kiio$8t
zm;UNl!$JpRFD*8HPZzyAar2?%jgj21f4`3t%j)}HeS8+Cf%;3P%<}^Q8H1e+Y_)M)
z^DP4h0g++^PCfnmA|ZmWC11Ot?`KIob8ry)_w>Q;=(_{oIGjLNqdVpA*GCB0>fUO^
zX?Jql7|#iTp$8U+9}-}C<jou}@EmQ3zT$RP^d&&udW7sB9QJM)u$giy>gd)<egC$e
zE-n(09qQ+C{Pl2rW$U~47-04C`_UG4OEc@duSh<K;`f+#{Ql%&+lNpJ<y~!n$$dxp
zXAvxi_a0CZ3pQTKCl?gJ$$p+kIX+QC_)t!chP{2S9FK|>>oeaWe}#0udbWw%dUEpd
zKCKT}iS@qn=F`guA6y0A3SPd|T4ea@c1mVWUhc!|pWHi2#ovQxwx_2bKV?QmdQAn4
z@Pe)&EdKZ&h*a_F>Ms)!0T;9KHH*rH-*t??l~YW(STfUX9{-=1<skQ_RLnIp`DHxn
z+T^Ln|LyQtr+S6MzW*WNt>n7iDWxAqSN}`<hdjRS*RoZt(IN3r6<Fkn1B)|8Ab1DC
zhkH8>Ib4Ywl=*M7fTX7Z&~r@`9Y6gXXR9?1%XOVCl;sMwGRwbogsc8{m8X=VO>w;g
zISCSBY{C`6Il8KG5YT*Rw&-Y6^%3y$ONN&ZWt~5G)ip!un`B2pK>BNa-4CKQJH5km
zD=aCbepELx==LMhy=Mg*S9mCWCPb)>Px+$Gq~VlOXZ_w&w{H<?bEnPawAzqw@u4J1
z5*|=}PHCR|{i||aCtVX^$ENOz)SqPFW=-Ar`xes{apL%Hl~(2j?Lkrgxe@{JdV9Tt
z7D3&2#5_KIf2r#L6Mp>h73TNs^Iu`Ve{WW_UCDg^Yatw{qfdW(zwBubDp0YThP2gY
zp!R$ufdRPDU7Unx2r%lD&b3OIX96%IhNvA!7|m(80ZGFV@ZLB$`(+-MO@ljE`7&(S
z1*3Tp(IVK?ZU*Nw0K8;l`E8SEfD|&Cz=`p*Gy(`Uoia)97&E-F#t(#hNCD{=W`_EU
zM&-uzD1<w=jB`jD8gZ?f2#fTkL&A0q9L^N;3@dbh^yg`QK$k-vc>^L|teHb|lbzlw
z-(~p^e?q|eb!J{@xh(v=mLmb{y>nMz0Tzwst%oFunYbeR#gsfAR7$Cs$Y^Bo-{r0v
zwwvIUSGkfHd9_=b!A3v`*wUgSlg%Vthl60;{PekENE!kOJ2RjH++lDo@8z8JfpYhX
zj@-LwB@n}9*yDbkntZmeFcX0ICg}B{hGU_&By1jlUSgNQvRV`~R#K6goipo;Y=hEF
zvv^6V#5*Q$?+qIw408nQuE-si512oEd}luY#r4}kPo90gyK}6bLV0!;!?XEEGn7%@
zmV8$y<v9$H3EF}Dn~tJ~j;|+$zn>T}Q&O>XRtta?cQSf2F@gw1PM|C~v#g%qo*AV=
zeNL;iIjtTSl<$U=wg2j?qt^Fe726qi^8fMs0Pzw%sNbtnLe2JC!KQ08*bpl2Z$oih
zMYY)5j<?dAYxE%wGq+~wM+%v_^9_10j~`*vKD(x7kz};biTKzHuSz_@)`_cPU_8zG
zy2;;gE()-OpT*f%D=aDmZ<(>??yU=OYjV%>ybvee%h{km(VbFw@tD}}oBH~4i>Le6
zJqe#D5wDEaEu*Zj(M2)X7b4j2a99zc+&>~GURxIwG#Dw{E5{WZQq##OiZ{i8l2OTa
za8=<0rKCWqRsVt;<<ITTR{gsT_f@ER;m`U9xH%$bBRr|}?nM`EgQ|eg9n97Gm=jCW
zQ{gT6Fpsw+Kg6IZW4<?)?&I3O>s7gqdOvM%9JU$R;UqYK$!QJ06ZzkMn~HH8;Wt&)
z-WVVQkIy8#tTB+Xa18iPV*!OW^0~}7t%!pPJsD<j4yW{Ks?dlH{iqp-@#>D042%@*
zx+AsX5^H$zb5`n_XgGUB@Lj7Q+jTf@la|7#b?yiX{;UI@{@++9l9+_awt0aumftr8
z5=A`Ccdk*Ql=Ge0-w6GyVD<&fv~uo3CzxTS04hD1|K|q0SrITAi(t)&(2G%=7Afox
z9@t!)K&q>!o3wC+XS6wiSR&$tZvcq{slc@V^B7|-djten8-GMeedMu}v_Dw0f7m~}
zfBVIkSHEYQ-*ZV=;pcm*2w=W@<55Z9U919H3AgPlYGljYi1g_pSNgX>tB?CXMx|lQ
z8gJ`v{kptaw0<7dGwdDRykOjWK8~AwQRorRm|G+}I3sF!s9K}K$?<epkngHqT(D!D
zW}U0(w}HGOge6aLe*WA8Kty$F`VeS7-%xnhD5UHlNT&0KYm?1xiu0Ui&p~35rDmm?
zN^CJ)lX|~Y)8)0vHB(JA9a4)aH8-=UHnQ8mTgmN<y9;pi=mLjHj*TCdj_Ka;Xe@v9
zrxY)>O;_QgfV#v(|9hYwE=bwHW}{6Qr`PaC5_3nxR#Ecy;<NAqo|3$i@f!tpU!iPq
z!u%7fT~Ggf|M=_WYI`{CP;(A-`lB}odg)^DZvXPWZlCtKHvHw>HqF^aPD?fR49(wJ
zb0?Xzfy^>@byJx`3m12BOdud?CL(T>2w1*{kFgg}-5T^NOsOF~XC_gbSt(e?R3L*_
zgiZ&jA_o%caKTidJaq=4hWiGIlZw;fHbB&5^xHrpS<@1}80tl003l>ZLW>efkJSwh
zU@MFU(rbr#6=ZHBU>Pwz15yx{=(ruh*YXzEr0{S;c8)c-S&w#>-(402EGW$zgmk@U
zyqYX6uB5d|NK(ZV?%n3o<}qzHo8|=Rbl=2^oG}KT9)Qwh)tBx)4~&R_^@Pk16!H)m
zJ;3Kupb}ttpb7fr2jtZ?{`Vs&t<+RKGXM2Q5Ren}FieSU2mCeV9~`)&aPvdf1=9|o
z*R<mdeYEre;$mgf$-gyE%3nXtP;~f_fRJ`v0}(35Y4Djqg$j}AtCY1NOiV?83K4y*
zR;p2O+x-1IDj~#SV$}OS@rsp=l4pS7yLpY_)2<(ap`_;_6M5=e4Xe7A2OB>+?&7d#
zWehJbXbND{=W}<7{{?(VK~$|FFfJF?9*1H{Nk?lT`EBO<im&V!83@s$u>vyZ`dN-x
zhkIPW2>OOJw&;?Ty<J3094?X|imV#j+dXL3Vp4{H#CYee`IbdkeB*IJbVo4PF^C9~
zz*fs71ND6i@qNn*1+w%luMBz?Z!~Nz{gersvAU^Yc|-F~fFf}8F8+A(L=DFDX*P^5
z9#{nbT_P|&ayH;Mhq-{1N!0l%{E|j^`~9OKp1a00ApUg?KGg6ge$}EWSHfmyeA(H}
zEh^j9Evav_KWMjKS#{}Any`PGb~9twO3%uI=u2(wC$!hAM=t{^TPuYm1k;u`zfP*^
z&c5BZFt}R#H|#VdYtU4DY@@8{dj40H5VxP3IX<`G4_}>w^xz!g>a~N_K@A4RA`D{A
z+hQNbvRfon!b47eZ`lveyjaOck1x+_1_Z3KpNE}r0^3Nn6XGzXq=YRAEf;>wdPdKT
zKU!oPehKqnY3E9+XqPi+9av%_{QeHqigrDHFtnrSL)-n<Xo`g=dxr<Qj2Vm`GA6^5
z<rq=R7uth=PWAp_JhD2Ov|rR@qxe0X93RS9s1Mz~w5a;TZEn0m^wv<;ki#p%kO$Si
zG~=Ph&diE0i`dFwHgw^t)tbN2+b?MI+Bpk?hD|<meV<dK!6gAX*QWu>#HfkvS6)gx
zn?*m7P!nv6$Gu*$w+{-iF_-TW3peQbaL@X>5$y4R0EBqE<o1HO!X#nTq)uMZ&1P$J
zHTCA1s`0~wqoWgO%U?U`R=a=oesS;t6yZ<l`J?Y?+W`loR>UXHp$&LJ)Vnk)Jwi`j
zaPxkWJ-$=s6r2p-93!hQII-RNg$PA%G5bcOL?nM}oTjiTGem8G2~G&Gf=I*!6`K>y
zo6~KM{qfCyEqnafzod_zq?c9l83w7PsfF^Pv}6}z&&Y$Qi)mCs8Wnw$d^$!-Btj+N
zoimrOA`Hm}GFDS|VjKAD!nr@oUT#s>SaRWV1wfzlx4*GdMw3==I^U0nJ66L<#epQY
zAplD|KYO(LWRH}tOv2AaW3&o>L%V<m6%HD4p=&u3(@jjAr0!2|bhVJay`MypegSD4
zN6`1Qk&%GauF%7=xmC*M{3q?xV|#~KOm;+oUsNw@#+yA8N_Gz4_si;AO>n?jxXX`%
z6ZT#Zp+=3QzjYoFSEt&)x-0y)X2rsFG8wXrdZBKKqK7>$b-CAF&xsF=i}OZ*!vXo5
zw?@Ygd6V=*?-iA#jKV+sgARmIjpDOj0F5r)EFd!8!mDsbNUj!%B;b>%Jv{OU{nvC4
zRD64X$TvNeB0_aa-)Wf&a>Yf@-cF7+I)t9xh6`ZPeQ;X_G(w8X%mvTfkXBF>Vv%x!
ziYds{1~mWJh1eq6p9KM!mH|jie;;Se9rrW`jn*?WzBFTN&nvwCW?px(X3Wd`osev)
z&~+Rn8t~2N$FV}pL3$gi)7){+b+8wb%`Nqn(J@)5;WF3#To)a6SGm%cLa&pwqKQyW
z-x8jCMzDNz^BE(UciYuNpkB<HW)OP_79+P)^y1-_d&x3w9n)@jjPd;Lqdf740fXKX
z<ziaGO>HUBeFc6`NA(bP4zEY|s*Xu$pc<Qm`}6;3x(<Ifzqnh3q*kJ}ib~KHwQJT&
zh^khNQmd`4trn%j9uYyzqNP-86}9(PYLD8r)t<HYNQmTpe((Ev|A3G@&%NJ!?m6fC
zJy;i8p+TO2naIjuVW)XhZ&0XvNUI`$tlL|b?BEc66hggZTgwwUqWUP3za;mMf<b6R
ztB5JckMrIm$LwsbylWK6CzI9slcfcPzIrMo^iKCHii@~%52<B977VmU3Pj!4v;$zt
zv%}D5gwSWJPrB!-h&1*)Sw}h%UpuJX-^K{Fyfruul9Usfe^U8Dj}27*kE+C@%k9IF
z7Z!Npu$CcO*SU9taap&#^<N7W?b?X8G8{oYs6XkI?q7_r9C1h;)Ms4FBUR=U1-wn+
zxj9E`WKliXQ9JRyp>8f@#Gp1sxg4&jyu`s;^zv^A?VH|{^R&JnKnEHp=gU+wK9<d;
z0;4r~vr!_pme%h%fZaT@Eq)w=(-?V&xy_Do5}CYtq>r0b3zkOHa%Gt49Q3+o?U=a{
z**|@u<`8LzQOE^<+%^$us5yPvArb&@bhPK|HW`w~+l_yXfD?dsgFIXG`e2!vrA0nJ
zVC7y*Hrjlb>8;hUAbKt_iX3QY7q(Pa-7RkTC<CO>gfP!g8a1s#h#Za}O@<xJoPcCD
zbpR2Z7-0R%<{bK%;?k$zeF}foXF#DL;-dx$;8%VqPQPpq!(%8TvhI60kL`iPEdqGQ
zt=>Ivrc9jzWDVCmqv=7uPp9zplEO)0KvjJ!+Jj8M)$BrVMD;BVa$ntrdZllz0mBWW
zW7?7a;&y_tn?!&5kRAe`t4aR|K&}M3DZS*iBc*O)^b@fU7|wl`WrmuwpC=s#C5_ZY
zBF1t1WRc29o6u3m9$PBxfat7XJnq@;#?c@)B|cfKa`#a4XzHHsttivv&&m9~0)yh3
zFMOL#s+|(=3L<;h<OY!?IeO|VKeM{;2+(Wah)$Ka)@(mu(wXW!+_D&7{u{q}CHZ)%
z(D)zRB~UQx0kJ}#$9cc$$L&Y08(&WYo>Qb=c()h2y!$j`(^r<jM0{?G<@qE9=TTQf
zFgo(kMK(5;h9{F~)~hZeC8@1tY+!WZ6L#fu?avLd6Lm8-!s0?g<_$B(Pd9}`TqpA_
z@Vz_bV3od*S##b!`7xtI_sR#3oKtd0-}gI(pPYZWZEfC#7FrNTwk9p7>nVh;$e%AH
zo~rt-A8HphRBX)6e-WDu?pUb}ZvXmIezd|V-)T~RQts)9vcARa)q>Xy*SMzB6!9sL
zz!7t&gGZBlZjAN9hA%rh9`U^4;^fP0P5zBcrR9GHqBBD6hV0{G$>4c7{cr8gdwj5a
z6vT*{7CG%vb}%CwtgD1Wp9csXyk4DhO(dbhACt<$nM>p_J~W5<2}x9Rg96YHITo}K
z<O|wfK3hONM<Br`db9Pu$;usA1aL&9zQRVI!7~5@8S_iPjSsCT2IbFV9l(muvQeI0
zkk;HYxN^3oR%j_JwZP465)fR^N>D2X1FkHhB%{$W^d_lM)wyM*K=GU21ZD0-7K<WC
z!ysJP7#?pv5y&=Nk{YMeq{ZB<)z>^1$Gk?ul``;e$qj=@G?9&S1gtKNfeW9etxy=E
zxEB$a&jS2z5Veq}))BNzJ21!!77(u<@+t%c*~H@GkX9?S-_W2rwRWfvPMnp@H@qxB
z@%Oyq#EG3hDnAu+@{2KUs0Q&<D}JBY;HRB;ldBCu$tVcxaK4>)tvXW<2|%Sn0u(^a
z4cBx-QPs3qm)lRKQ(2PT8j6@MwEWX)-)K9hiky3R3e24;L`brvGt|RW*^9C|{%swd
zo#Mz%FgCS__H^!tR86E74cAP_F8UeK^qEcmO)29f&b)gOBRAR|E|&%*+@O6ZJ7y|&
z!=`-rwNt_DpPAyk^f!7h4rU5JpR0(0y(gJZZ22_>by^!0B6Mh+qoD8<E??*8i=j2W
zg8$@Go^mQxbe78az524>^f?q-shhmQ$0FtTTqKw8hKFqH#ML1iO*$M5XzFv*5#SIu
z<Zw3--})8{0kO6o9@P)YpXkiaAaU#=-ryHI4AdnA!uViT$7fY<&nrYy+%scxaReFP
zALVqunOTs+JAFLy=W6Fa5U+yw+`jc$*4;`K)zYKA`GORlnf=w>&v<-1ym$&(=d-iB
zKaJL|f{M*37rQu7NO8XJI8J(!@jl}!-s}}XoZ<>{N*eQOZ1Zd~YxeP9A4e}j<B#O4
zxPpV}NN%n?#Y^*C4T9TlK~8d*d!gKA^*YbLHa+?w|JmTdbuYt`zG~Gm(`eh`C4Z%X
zREG0f<*Pp)rzQ#a$J(NLHX>GBZ?FqNEWp^$z>0c%c-vGZ<F}E0c;{kXz0ZikG`Pg%
zDNlc;!99_WFFy;sOd%-^t^x5p*ND4MA+1r%@MNzex$eB(M@57%d~0}h^DC&d-_w%x
z$A6ZhLs4_%wkUNNBq=5(E;6tYdVe={>N!Ep=8_{J=r2-#i>9r!8}2f@dXX}53Vzt#
z=%W7jEgebDbh#vEYx(&yRB>9702af-9tdsi@En&TkDx4*(g#qH^DBhzBPfjJ8!F#z
zKd4zbqvSFvFK15eU1&4Xig1UHGRI0*+r|)5B<fG1c9Jv6c<m|=3T_ilHrs-e@2|mU
z_yE)Vc+4b#iXP9LssW*e_ATo^IeCSxX6BpOqNPA4+-G(9UEJ+iwf!cW7R)*p9#OY6
z>i==l;PRaUM33<byi0~mMKREaK@4Cr)ajjZBfv25XpB%rP#^|%KoceKXbHk`yQQsA
zOKJzR+uEi4CQsh_;PYexrnvSpL>jtx%cQR7w*V0=AAAFbb@6g|I`cTbh}|ox|9)!2
zmcrYt8%RF*(`~QB&bdKN0$5Lg9uEA12>9xyZ6N43`X-{Btkwy3PwF*)0T$aGzFo(f
zRb;{35a?Sms*4IxgTNr(*8!@EDJ%Apjz7<>pj}*oCtnFZ@m4(RJp5JnRIGvCttq4x
zi0<^iDgx1vqYN<8@-fxT?Nen%^1_=NX?ke%-fq&KNyq*LPmD8kf}h;Bsc0)WPGEYY
z;q;-nmnBUhCVTqIyJ{O|_o+4AYGojJ{IzpthspAhiTAneFI0hq{y*p__zMPdH?idp
zI{^>5<beKO;&!{04}vTY5^&<XHpRtQh5v58iU~1JC0WZnzRhLJNAV{E5!<Qk5M#0=
zV4604sA6oSWHcmcGFjevj!tSuKH4MW=cDG~KIr)AT`0OLAMLJ<pNFf8aS?saJL72u
zEWh4OPN*Pbdo5ub)3f_s)G*qY?4(!n*ZvExOi|^K*rlng!B}kq*^oJdYA?A*YjtpA
zCJ(`XPOdfVga*A}8^in|^PS~>%iy?1^siV^m3pLZ(XDN+8`sb(Z!Z||z@-J1wQ2mt
z^8Vv@8t$<0E~MmuIvHD^`f?fP!&eZIXFMqDzDb)ratfAf{QlKMae%L25Bfg;`D24I
zQ%D6yzbN5gkw@<Xfj}~Jw0qLlr$CLX|Dad$pvSqHJ-n=reLcvdEiL;q^u26F&!0`{
zBUGHkpQqAWX2h=YG@lYysPc%iR>QBs?;K)&`VEO;kD+a>5t~s`TY$eK+Y7N~yiPnC
z(K`e7CIP@<n6Ng(43B4H?R<kOdE;3tL0Y%ZHp%nc;R&8;s{yO$f17Q7&_h1JcXvF4
zFstO|VX>P4;BB$B&Dw<Xa!o#?xbzR)Ji|{0KPLcr-*a#c+Q6Jp7RWqYoNGgZbA22V
zkpav>B?4vLl|pj>J*CefrIDC?7hIEsFarcUx^{r7zLe7R)BN9b?t$orGK1pDw;7dm
zcO8cn%hk>Fn#%d78~TNDM0}|znXjbp5)RX;1^_QG92lUa4W?KXZ!k3@IWveHbm$Un
zf5V&#REGFnpZnYk9ZUvWOsB5D(>FoclW;4EZx3*FX*JY+K$3{wED(okW$^xP_Abp=
zH|!mQJ6pIqoj8c{%Ub5*)-O*ZjmTpCpUv9du18gfO~XqfzIL&VUq=>W8sB{{REu6m
z5MJ!cW_>xwxj7}eiEQ1kPcs|VrFh-zA4&Xm|3ocHd^ENNSCAkW#k6)os~&%-tE6{R
z*-8canArG2s91{ruS7xOJreafE*P~-249&h?spC|EAL9bPQ;;+E5gXNTbcTB=ck5N
zNX?`#M7&RUTBD7f)E{94KyNu~8KW`|fNRGCkD_=)AOWs={P{(5Z?<-`snxCDpytO<
z?Igt1SOU8ruav}lCXJ?!Jv8Ti<(zwEYbP;fyxe(me^LToPiXqB#3AnEwb&kCwWIp$
z?fFaxN6{}z)7_#vSD)D!TLvXJr*9V9vkF5}7pSFX#$`tbE>cT9nh2o}`C#SwN$@G2
z9->6TWrY#(H<fm2R1*XGvlVPI<r1g@Sp(aV1Iq?iHA0g}G<p6PtN@5l9fT3GYLU1`
zL5$O+c=G)QzrtIYG&(JdLuRP?T-A0JArD%M+lc3XPQkgk`oW3tkMW)4rrdq#hIaa$
zXZD{PX<Fl?HgVHk$^JkJXMiY(K^W50X3AH$P9?38(Fe{e<41>}wM=Z=SY+M>k}ekc
z>sO*O4w3$-V)u?%GFBd`Po!x9@-`FPQsv)x3@qjxLhER$X_+}4OZG|Ok4XO7bMV%2
zh83Ye41zj_$FYemaG2uH4ymD}&7^Y;@<siNuAqbashxb<&Pc%gSv`>D3;eHaqTA^q
zzmYHx{ovntwq0P&;mcRlJo$*=sHmt$`y)CbRbIxnR2S+r0~kFJW!nT5z!F9|hY`gr
zocAUXiE!Y%ISX?0nJR(AHyMMKX!w!~Q3;FqWc}Dn&*vwHDM0>pb$7}k^br*mcJ8DS
z470qys{QmXEO56v6_L%*ylk)8Ps0a(%~l<7AuyF`-3?`m#VNFn>|WPJ=!4WWn{hjn
zVJJ(XW{E770SKezi^ixooaR7;z<*!n-`1g5w0Ke0WCui}Q69#~7$gM|D5YY9E${Wl
zU3}$@IM!D+e)y|Kxg<xqvV^}f=T>FT&B_wR${fXCHHyp(QXhst>+Pm-y0VoW#T_si
zh3m*ZdHkxXVsyvRd1~Yjh_<BYYb`Jm)RaZzB#--aW?Y$Y+`9YIFumi2+%Nf`d-XLs
zJN;#%j(!;HgV45;%i6YrzttZ!s(;Jak_zTe2(TKG>U%9ntwyhIw?4&ex3664OASn|
zUs(7M+Wiw~P)x3^^<MwGox|<@<MsA3$VO8Q!LI80k_8kX64IZBu($zmAX0Pqf@?e<
zUf)%HM%)xqglnn7{QP|s%4t2{yAbD_mciio=(EnW%%9-+*KpIi3e5cJFJhkeKk=<E
zEj=Hi+<TL!WzXgdC!~M=)7?o{s_@>fzbftQ{MGB3-(piJHc22Uyk2K<%hk6cG`Lt|
zr4+m=r*|*3ta#v6Wh`ezn-@Apyhv!w-)iNKHFIQralQblG4X0ElI9x4Dj3r#mH6%f
zdmt-F5LSw@;zSX^=E)b|#=Hd4u_>6Cb_+XP>nzVrc(#0gn*h##n>!|BRKQG#u4etB
z(#hR#K((i|1_x=Fb&F_+clIY66}lIB$Zk0lC@;n0CxFHi6DI20k`#Y9c4?e}_Ot0H
z3_^*o3%(m=B@Q1Kj;x9fw$uWP{p^20H4l!qw62gt9M#xJ3=O&BlqU;VivsNZ<_Kys
z()tpSoP_T_k;Z9=()y_><We&-LjZOdImo-UKFb#7{mW(x2SiLD4<?W{R;T7C(3QfX
z-f4r{U+fubYnO|YDk<}xMDQk3SjhMh4A^Ts9}grnC^WqdrV_mk5FOtqWxE^ONff7r
zPRlKyMa)&DJ-rSjISN`t`j`2H;(9=K-cdHKz<4bF0mM#k2{Gs2t8nFcaX}&;m^0U7
ziDE;QEWrmj?5)qCE9zA>jnDer6GfT%;14)=p3ogzq4w{?1e)12N*TWQIP#OMN@Kqq
zv_T?B)Z8RoA}aeF{U83y`DZCfv0``wAOLls=3M0ik+G4D|J_+ASQ73o0m!+#4iu04
zVIpD?Up;a!UY|lk!u=dv%X#aSYaW5Bu8#mnCM&PB?7hWlkB{R2FfZ?A+3|gIWfr`N
zSl>#fdxQcupOgJQEfnqtyn`v%?<A@UsJiN~lJXIAHMPVz8pp6Fe`C=B!GM*(YF^Mv
zMNrc>o7uYhqaJ1c82+%vX_Sd#?i$a#pE0n!nxu~fr(Lb~jMj@IP)$BdR?Oo#Q03Ze
zgc_g_gNH~^qKdL#&Oy`ID!cV2wpR9<HT9F`o0rzgs0U6Aws36wO^H^aW=;>kUL{cN
z^R-^8R1yejVRNmu6?dOnzE@qp%xf7mX1RP|a`x~Mdp;9rgF3C&Dw~h>CF9-1IXM5r
z4BF84$81!A_Td^aqb?b;Jnhj{pY^k^!(K6IDz@zX(jw|t`&=`Sx>Ue<#|H8nA7g5h
zfDg8O^g1`2w<z~(;md>~hsU`N6Bc8?ILK)qdK<E@cx1iW)gTUh86W6KOJn%eq+QtL
zaNP9u84kd1ym5>zNK&rLQn$}GJUBT4yi5jH25XC~n69<oFDd<QZ8Yha7B<@Z=E-TJ
z>ul9w%quw#|CAq_M9(?!savjHDG-}Nd>`-9VT`@LI-fOFZ=@dn=xNL?3cu@hnP>OJ
zC%bIdd*k9WHgAT)6EK|-@CyLZ;vZ=Nf-C<E$C*wDlKcnqgbneG-0yqy9TtS$Z%r<m
zx5Tmicd8_C+RmLrubk7EgCp;S>|S~)2cSspttFul1FcM|{w8FnUGr3wpz`9sbEyW@
zUK$xbg0%DXjRP-*P3C#}w&~hYQhjdkhGmx}HiIJrV=TH334CyYm!+yRvdV#s4u>B8
zK7tJ=PzPz~ebJct8uPW0`G$q$QVO;kPx|Ey8$mEi5d(J7k119w<g~9h5fMHhIwD>#
z;%Zbxwm*Wh+c@qvJKlcYVvg><N^=wOkvtC=_zShk^I<uAr6p=>a8p{)5wa1WWggN}
zTr_1V>c9+Q=hcOx4V$91@0@;VyHM+%289gh)d&CJpWnaUhboRm^vPx(LcKaPSKt7z
zn2N&)ZS;sa^@_dh6MofWW|?AW`qfZB34IRim{BwS+bjBB08CrC(zU8bgT8p37P;yg
zlnBGaS|sTA4*|O5UR5e@U`!WhdAv}&MW@m{ccOaezj^qh6}3tjBQoO?^c%`<A8IhI
z_V&w@vS9H7uW+^zI3a(b?^^tuA(jw$A97Coo}PLxXij@DHwP5<?AdazOh|x-#wF?0
z__@3L(1nR~+%=J?-@A>{r}%OLRWo0I1g*<A17jv$nK9BcBG`k<vy#F2?HvC82jGdk
zzf~8bZMNJJah_2$fn18lNN$LIR^EpaLrP%t<fc{<jRi;2O!m-43QC08>mgN4$4$iQ
z^wVLrrRBAQLjqhEX3P6uMbD?@Z%EB3E_OWka(Eb1kkR=ew$Obd%$CpH*R`%H-P7j1
z%UN?z9{w0}IP+7!FWL9~(R$JAX+NLkzvu5bic*x{kt5ypc)f@f1>VpHqMMvwOxLF+
zC#58ZMv)_fKWox1<0MZnyC$WD-Ovlvw2H>K2*h#TfA!92e4sB>FLylsx^W;xgNqW~
z3guDXrH4!)Q;)GXEC+TOf-tGKIb@aszBfXBP;^Kpw$DPW8aZA(bU&r<QBql%bGP<y
z3G$zTXKb+GfJ+yDBL`ZUHkBW@J_y=`qi$sHH-AQTX|x6E!?J@rS><lgSQa1#5hR*Q
z;VUE>O0EV%QWSj*<)WU?GoL`to!?Tu+VW&W1LTJ|wlcv(0y7ZftPwBvppqA5NX={c
zu6#Z)I&o_@Si+0>9}oziyV`Ellt0?zg4`}|iV!AxX3=oiSSyHa*bwVWPw~%T7jo;=
zMYzz`kf_E?q8eR(atRF|L?>#xudLu-Y+#}<YJ|(9VCu{V(20wIzzPh5ub%o})<96J
zu`u&pn@8>Q@!U(%&tSMne|%xSaT)Eba0AZ@5`ZnisUauOG+oPL+>hsk3HK9skSBE#
z-<<&eD}Hj>)F+=1AVb*p^Qt`BV5(tkyOHEpV=Hxv1yy+}Q{fFrAU+JC9DV80*#*jg
zI*o!*X+Yz0`IE}aonT%p+(m9~1Mu2uAnH{7;B?jltP%E{hLRv`ww9xKRExUf{Z_g5
z^z=PQrt+=FELU<OB8)ZViyiYLUW3B2Bb*AuB2C(E<Sq_XESDXzF+`4Z_i7;A%4Jb%
zlGJ~0LR$65x&`WsUT=c29u7W)t(-sZKg^!X)d7C2syza!{bWVH9?Vdpa7^ac6^60Y
zaZsmAsZO=yZ5|BiGj=UaICZv8I4!=Y;<tqhOt$wq!#O}UV@o6EpT^wu=&4JfVz5hC
zg$FoE)!Vg%1mTeW4`NaPcAVe)BgW~tx7t~$_rZWyV3^pr1mNpvz@;y$GSzTsMHxIl
z4?ltGZ(lX7EyL`M{tDvu{#Ug1<!7Du_QLkWyGE$e3qUCJ_WHM(lT;??)>mKk?zq5d
zs7OqYC;7^BMUL~EVyDtFzl@sP0{*A-?!^4-A3oY_oHkzy&+N1k9av^tT0eN_u@59P
zk1c;;BQzEFMaQF2CRx(U>pBUcF%ISW4`O*Pm%%v0u-_qv$kqL~37E#(3^n{dcm*z5
z7beynmf0dJ9{SwuUMxGmp^0NkJ%#FwwfoopRjpI-4Y=J_bnPB6``p7Xc{|Q`^vOll
zn3WOBHu~xn;|ccGIQ&EyneTRgz^NW1D=ii_X(0G}hycFSNKf*2y6zlpJpbl!(EJ%e
zO+3W(Y=|GJ-7ju5`U~v#v?N7U%n!K1X@S&<Tm=i(&%JA&0V&&9efaUdb7<B~>O6<t
zBfo7jz_U6oULoOrWb++~mNDHk!=6HN)c8Hq9Qh2K`y?I`!P+NP&+``ts7J?skc$q^
z8brBBrH)J5|JsY1hh|5_$!h(D$gj$$V?Sq3@$q`(1Mh#BgFhn_Z{o4@JbYV~(9d`v
z@#q{X1I+2c*Eb{Uq^jrj?^61LkK1zFa}s1I&6n4JBc(^|3{S602_T_adK)Bdi{l!h
zZt1_D%UIV*e1aa%+z97Q*|h=jM{%gd?x%6eTt&~rMQP=NFwsvC-yTu%ogi7gwY7aX
zvDl$O1Kyqn*fKQp*d>(dApz`duhM)I5oSuO5&DDx{+Ttk{R2qUvHwd;eH_gw-fD7n
zn|>d<eKS7m?^c0z&UNZ0^@9r&T8$YZCd}Nikic*v7))nf&AsWuykE|+toe5T4zK`^
zJo?P+3ADX+sei$9c)Bc(&i`1j)IXOUKjO;7k!P1oU>b-yaRn?eS`jX1M$;l|$}^G)
z<Xa)UVz_FZd5!L?xGKM|i3j)v68a;mm_Fo2e9A{2EN~3IM#e+mPSS7-t50(|{-ynm
zf4s*by@bQjSx6G~EuQPd#<iK*7&{C<4<FyM{wbjGCirS!@etdan)KItJ&QUXb;}l(
zLH(9jAjaST*(QA_p{E@5WB3-Pc`aK|sGJmOfG3iF7b-fQTE4HrFV+a1cX=l?90&>!
zYjU|O^q2bsH29Lhe5)2n7#_+WYJD343w^r}jT^a4PbtQc&;T6%J2Up`bT)@aA%;`=
z>QzN<9_5{@)k{3puehtt<Xo!kRv$`{T6T-*@eMt2a=S9AzzmQz2(@x8Pz2~BMoa3#
z+uJlI;C-{U+L{_X+bv1Q#@|>FwAila<eO(z*i{>(-ly{WYR%BiWYQd2%}cdR6jW5M
zp0z+_b}Ufz{k~F0rV4vWMsh_j`jy{Y(T`E&?pvB|I0{i3cnVMUtvB_8<aYdO4gyY?
zkBt2jNC>r>EVbh_$@3J9f-G;uz2X}e5qeMWBr=8>EAIt}F69(}=yIZ<KXWf=Pe32`
znw0H?VT`5%&%n*lkk2Ze@uV5#Zi}YcGXhnMuJkIG+1xIZ8?12o?#>rqt^H!NA?y6Q
zeSqaUZTNk6@V^f|mm*P9KI$DKi-kF}{q;}5##DSH8Ua`{fPVP?d)<;06dNpu+@y65
z{l`=>h4c|6;>$dnkv`ETuD6QT>+5perAX>go##;CBc$C2Wb3k-nouI1NpTXA=g-+$
zaSWt7iwU+N^UHwi#0r@&dXR!5@acua!}j&bjfueJb7`M-^&N{fA18K>z*mpCU_L+(
z?#*U6GK=&a_-3@dp0x_UMqM&!xi>*+$IM%vH=WZ^iha8NEia!aa?)w(AwI5P$23BQ
z4#{daz(_Spw3lPZT`{EitGvzyxQxBpH(>HSEM)c!{E_ieZp;VqHTxHv*r@k05D@$i
ze>Nix^c8hX)|J3CJGqyB?b27<9s5l+rB)Jq6~phOq@;9^XjmYl)YhHyS40o_OVzFc
z3)0i34I4qzgNsqs4y$s#r(xAvNr1yEnb@qmTEqvat;J=YgozT{^kK9?*Mo{-#I~T7
zQvUE++kz0<zg#)gHg8^Sb|xof&3G+#eHl8DuskKLh!OC34)Iw<-{Zka!M?h~_Q{{j
zyh)R_?gvxH^Lv>ye}W3<Cyue9Kem}F3OKQUuH*uwIR#zO`^0P|H#PMFR(%=ztTJTj
zKSx165i75L&6`i3>Y-hbP^vY%2Mxo$Jt(zY@kekimqXax*dyld#_Q^8`GT1jM4KKX
z@&P(N!AmgV#f3-F>MBqWugpA|&tkpt=;BNLd$cD|06=ejjvPr1VED_ug)d~J0Ha{O
zKMN3s&|(n>ji2l;O(7w~#`Bh&x@tFu$!h#C83=kGsw>XZno~<rBVX!(CUb$~0Ji_p
z1kdmBtNR)kjmfATf)EK;Hj^Ills@LxvHE%d>J4ZY9Xa%nhFY!3jQtC0;E6UpZ4>e(
z&d~J$pz#U8rH}x<z0{K|JIdVk8DLqy#2G-Ep`{oX2ND`5sN!d}uNDN?pSw^#&^m$h
zIW0essK%g}9Ks=aI0Wr{y3k|9-?%c#geL&~whtZ_25820BYmj5KC_p;)4|sPAEt-m
zO>SC?Vs_LlAKt%sP_Cq5-Kq8*`lgPl<I={(4li}BawX0<z<1VtmrQkVOOd8YSDkrE
z8T3=Vsn7+o_CcTEW}+~Dg?>SCi)!j#PC3?#*B`E-c;2l1o|f9YDfWW&T%v`<U|&lz
zRVF4H0;0cOthcFCb~zD)jmGSHEBW#!i^Fds>JkF}Z~)B<0l4{S1Z;1W4uB{Ee|Gh+
zDX=mzx2dB;2dwyI9_ezo7-(Kf`=eox_Vh5kV^?=m(d=qUPM)bfg1V$4(@zNka>lN{
zR2dla^GH2d)juhD$PX)W=Jm1lS?vv-mlrhq5j^{i%g@1UY3s|Msu%KgG|W;}d(%Xn
z4zp|2QrI-k7nM3#luz~5tYX+F84lYG0{%&RAENtfzo_%6i|5eY?yssdwZ!J*J#8gH
z@ttqgrSBHj3qv;|P*ds*t-oG=K`CFrDo|6Gpg;?mcQg@|K3<O9>FG~+0U>X$a}<BK
zlFuI&#q6BP^Y?Uh?lT_z`JU?Llez|Hsv5!N?O$z^-W;ztzcf^OZ+8_=Xe+(w-}$EU
z)AqP!OB(K&a=XTN<$Oze=XHvw!&y(>lN(Xujx$QP%a#Aijtt5CeLQU*pB+v_i{}+o
z7kl_Nd4<<B+RL=~uB<<}tvI9@=9!e-QLfvc2)E*540Z)BZIWrgOoVS=U;LIeeXkkb
z7h7Zt;vci`YtxTVMt@M1z!Smw<PE7xdV<<Ayj8Fw#miUnDA<f$g{UZ-bl;)ZMk+C>
zEoh(3*i<ZzJ$7$8j?6crEF?k9B;tqTSHRWRy7L;E9TI<B<eLnr-sj$H36=^zJdpU9
zp>_-<LG0LIdRy>TrXzcl;UXAtyBafTk+CD0p&OkE^X|{kUJoVp1m88XxfBaqrW@6r
z4koi9r+*84{uR$mz}}svj`0cpG^Y3SQ-vk)F-R-@jvq<p6#h#xEfV{fYc!#-2*5N#
z2KojdPw!<i{=ri<Pol|s(mM*EHVQdsPm$XP&#yK7`x%hD!%*AMzeDa*XONjqIQ=EH
zXg+~03d8>@{ou3q_t4dD<*YUnxjB9Q&rssLce{#ml9xq3Y7L?&d!JXCY?F>hakDeN
zTIBh@EQ;I40S1_DkEuJ&qqr`YH8hY2&JwDp4ll`VDapzdm6QKNS$k_)C(s|%@xKH1
z!9V}>?BNb4!~tPtPn-a*x5rxHB<<OQf13hUGs9maPpz&~8oS^c6m(j;iwf<3Mcqd4
z;(w>r5<C#FR_z|lbKC<cE4GOQ9~hahoR<yOgN*$_01pcVDC&QE!{WvsuatmssTDC#
zzA1kK)TAn{f=Ton7QuM_c`#{Y`NyCtuT*dU+G`gp@|`eDBZ(o|jy5o>DXdzGTHqoS
zg7n~qjebWZK`;5)9|sF1BL)K*0MDR5Q!1nx*9<B|T;LmQUCA{J)|)6+bcnh2?UuXs
z!Ejb+6)zKXqU98>@2QriRK$q|h;OQ%274Re4|!M}Xsq^?okjJ5jS2c_416-r(e0k<
z91ScQ_%Fqu+X|jFLLdHAS%0tjt+1Hk&E2Ww?2gL^rwgi>8l*l8#F!2}lIEhLV89(Z
zd?)<~2ul|o<qVe%)hPKRnt7eq!Fp1`DfA63%gfMI1pgE(ogYLlIDiRj^$sztd)2!H
zYvss!u?^p{H?L)*5HLj0za|$rWbdPp%&GIpF*lp5C^xCFFr~=pX|B_R#bjkx<$;yc
ziFSobk<m%Lxzw(o&D?vtT}P|Ax-81aGD>a%<@s9U^g`3!JLr@`cmRfQe;+z)Kxt{L
zBA(B(9~#OBd<1vWLUMKeSwE$c*T;S&7hM!{2~0HrkKb;h`Ss+eV7PnxQf4RMD^#&B
zI_5v8$*VMFOVJ<IcX`nKxqwIrmC4F8qyAi!Zl*f=Ev~3tt~`8gEnXv3vG{O6M2Me6
zgS#B|o7rp`hXMkd*MIJ*_q~EEsH*j&MHc%fkuc#$qCd6MWi0*^G)i*WAvs;>8c^No
z)~qlEg}?0mh6rK&qG&Id;FJ35L&Xhm3a(LExO>Avu~QcBux|EC9!N)nGW!KeA7kw(
z23^pz%ZGTon$QP`arw3rUp{1|nVU%RrxAEdm&1=b#eL~-%SxpZe<bc{Q=|b))(P~M
z-zxD|(tnPae9FAx|Eh&o{!<HQ2W}GaD@y+-7Y<MwZz2FrkrQjbbPkP=IO2$Ob^MRO
zdKb(^z(<(@EGta_8BD+f{iUZ}?rem4vHItPHbY=;#5?sJo-w7NQ@m<Y+zC<$2uRe?
zRbxAacOnyPH+tq>SM)#Jj&>OAX((QwhwtA%*uTHOA13T2>jxua7r|~f*Aevl?}2_5
zepp_(rcy?-?;o;t&<dXI3{E)xIjmm1FuRYOVSCUO_w?`Q<qJ;NkccR~u5j4}wwZV<
zrAJ#Df3pr9cXtw23=hW3%AY5>!GcLfTfyt%IlL??B}l*<mMm@|k?ME9qCePUEfd_g
zEmklMkRBdYs!Z7EZn)np1!3`i&E+FA^iB3bdg2*)4Wh?8X+Rs8>l|o;lEezYy#Z8_
z2%pI(H=)Q)cGTF;3e)#Qeb^&V(|;zbeNjS9iyq$M?m2W*vT^)PAQd37=K4z7m<MTw
zZyeUt)IL2%l8{enZZ>ChuvqoTCn{h~oqt<83k!AiTc$XRmve^EM~HjBky(A6FTAtk
zm^7nYi|H6WvG86V1ZQnq)&>Gjm7-Y!D;o@OS0Uf5kT!Ob$1$4~%hUL*_!Gx(6RHZ8
zQ$MYNR{PQ#Fq!HcdbKG`)4h6h`|bhSGqkL(H3nARs0&>9<VOE1Wg#F1)YVvNiDVqc
z>OsJ7{CEGL>kV43B7vJ?wrD^FDjI|81`)xvDVO{ZRsOkPF+ZzwsBSjh3Y_O7rudG(
zj8G%g*q^BceSATdj1>v-FasbG7hk@clmPk_eomHU>3Wx>(6HIdyI490Khq=Oya+20
zwSd+*>&GPoBR{NeqzV5rpVJvT&mnvu!P+8`O~R7U6)i!~k_*VWX&ykg1csBE_`8o*
zW2~GrZ*NTTAH8Pg1D+aSf#;EBoe^#7y8cc4w~4=L=g#cjD@e}OfFX$4eJvf9E=|Z<
zByuY7xzn(>G7|)tmo5^3;s{iHMVd2;2aurtRAk6xdRRwGBaJlF3aWg`+y3~}loKD_
zkm!lNO;T5&m!qaJluVqCWshh{4dsljI0LVM2qE}5J*<dFYiy+33~du6Fd?AnCL)%e
zIuf=in(~f{i1>nsD4J$Exuqdsy8uf{XqomKrDlP+(xT1zP=F;P?P{%nb%r2UOp63I
z2qDaZGNSDzSoK05F*W7#QqR#}V~2==VqOcAM9rB8=g@#&NcFanw;0Za<qH~Osnq)m
z-MV&7aNw#s2)Hk=?hDMkZh)#$(9Vssa7GtuDb|Zj+E?gl?ts8(EIGOXxw#VsI!(v^
z;-uw%OZT1JWN)Rw&KU`okHbF%Nf{Zcnpjqho0d&It*WT72JY_f<#yIyPtQ*J6*nyI
zT8;gg=Y@sD%OBR4=A@K<d6rL!D<PY7fGxP;KE5`qOsOF`F;xjc9`3J)-WY@5P@|<P
zVORvM+82fTXQadZaj^DRr0L(orUlK<OmNZH3iZ`gpoOW*l5nMVi7n2CI$Ivl!r#Js
zx`@}?Nwu`pC72a)kpK@D`)xkq5Msw&4%IsrkI74``#1sZ6J~)Y+lG~@sg9m5_T4Qw
z0L7X9=mYo!6^0YH{@H02_q$zN(+BeIz2=j*y`OdTWNu0StLpzYEq5?qxdwQ~QpRuj
z`g9LZKKU_Yn(XuJ<-#s$rG6;=iTshyQB`E+*pbY&#GB2bsgq6;!tEFi2GQrz!CKf$
zA5Bn<w-sBfb)m$@U78<eFuzV3KU4e-sZXi^Az^xv4U1v{tpgs5h>w_5iulGVvVRvU
z^tKrjYi51<2uaF6M}H8%d;c|aa$pvtMKs)jOk03JIwhYy-hJg(-F|&%Go1V%cQq>%
zj?t1s4nWb#KE^}TP5oV#nGQdI=<BDhPvl7a!2XQVEm<i%gl^v0_m9}@Z_!)NW90Ui
zzqUv7^<I;pq1J)03|Y-hCy_}uOv|_CPFo<sf)N?*6Aid#L%G9VC@jO;cB+<iS1k&}
z4y~?Wqscyoq?h?5!wtcCxMB_F0@l<vISQkH8dyGQkcYd#R_dcQZKcV7n_0lsdDhe`
znf1`eWc+NSIoZ-yAjOz|oO_x^kDjhUoR{3CcpB$@Apd8=a!i8qkTTPdaQnE*dxnTC
zN+MT%iYISOMN-_C`zSw;<|s|bDPPi8rIhnCr+p~pJrjBU06=DIvlgU4Qp<!AhCF`+
zOrju<Ex~7e-fymM`JRc3IiFu3TU#CKD;*(4^D8J#u{*aO^Jq%PAvu9+p*qtxGh?^o
za>);NPq(R2lyM)LSw~S@gwylEW355zh5mD(?-{M#0IfB6hM)6#QVc5rFVjPM8W5DZ
z54Ll(ui%@?tDahyAOSE12lq50w(CEy774iTP079vI~<E@<@IRdZGl$snk3ylUIW!~
zn<s0&Fs59fjmZz*l^NGk8y1k$15`T!P-MP3b`gI=??Nv?x{9f?J9?-gT=?t*Q*N@(
z!G(A;n!bpyro;9cpQnEP-n3nK*YWN6Nm~zdM2S{p?^uGIu_bOq8;hBXxfobYQPp7p
zmX#zIddfOfW!T0K+-79!{?R8DN<S`AP)VN`$EIp}IrG^YjaPmbfa9}iEuwZ>s!DKS
zPosV&p`YXA>@pU0N9fTNW|O=8vVZK&MUCN6@~w-Jp&FMBlI_JMobO$Gys)?8k$)vC
z)Fb?x$2V4xT8O>$B{o8u6c0ZMMdkyn&T{1&wEVv0PJM(TYXozU4SJq4Dfl~XeiZ@H
zkdb2zk816f|7`NXX!L>6Snr68=%|cy-pgt8p*O`pHtco!^Nf6*jSd?)-~`02-G`}^
zZ&^Fv(|5uub~Nu%k`}P|JGiLp6kzBZDalid02cMWM^F=@m3<V=-kKTr<_nKxU^F?8
z`a(7Yu=xLGb9;&ZA|BHa^BjHdJ0i;>(T9{AQ}eU!O&blLb)ulUf7DUtC)v(v;*fP7
z6oka<S911oBw8X^?kd{w`d$F3WgP-2538&9aj%T)B+qJ#z4*v?w=pnx*|jHwaY!wp
zX9Wbc^}S9-(sy~^oIA(=^ob)zzj)TO&TCHb`2@9jeuczS7N7;IkS!%Mt2$ucNUQ3c
z{~UJ-X?FnqUwqWj&MZfbBekGyxw)|b8=suETnNxf)qF&J-j8;XcDhWA6&nn2{Qg=G
z{B?;;wG4I6ibdA_2v_m_Pq`K^z!WpB=kG#Q9La#Dv;KAtzMuD2bQikky0WTh=#eCx
zV9QU5cGzEiAfEImP5SQ<-9FUo3UY}G=-fa6?CL()2CB$@hgJjY$42Hex}`jQU1A1l
z$Lrm+N26QT(-2K{VP_=X*eVXwK#8rqBZezSi5C0`ze`1IEY0osIDzc!zbIF_bF*c?
z#MH}T<dZO)j@>w0QG#hVvk5^aY-OZp_d#yTIHMjl`>!%0*oW<&HX@nWY&l9|2!?-D
z3~JypgL2k<u?rFqJkZ^}Vn6_+Km1Oxy|tXcQnngUY{gHfJ^;zQzG<{VcSBxYqUHmF
zskw86#jo@C$nw(4${b~!a#+nONzDfH!cAC}bLtQ^-(i0T@Q0{N%K;l9-g$81{s9f|
z6IajbvP?h6YRt*!Hg^lZwdUWKPsGhh3&%+kuV=^$?FE2qYDVSV_PSD5ACK?iRub6K
zV*HJZ&3_@amDt|!X#q}bN!pJJ35!WyEt%>7SvluBInoauqc|R7X|B)=tH$mF@Iang
z5CnK%C)jJPBF~`)2k4mD@AnZ6kZG2#QV2j&62T9t_5i2Q{hQZ-lL42jAE09Thk^j6
zH^At!m~+Tj%gdHxczKT-lsRJp_!$ErKKk%G=3;ioezMel+r>$nkx_)Eu4V}66h6Sf
z=R!R}vu-pn2QEZ#{)cX=i$z{kwDc`xyY0?hqW2XzuHW4<5V%06s@e+CP$AKLjcLl`
zYaM3vMA5B5o?_1cpvg<er!h(M0=h5UZsEaYxQkY4f%YJy-SlthjNk&{`c!I!rjGB`
z`cIhnFv6Jv>h|<i@rz(4tZ5!5dhF1oV!n+N!W+Quq`Dq32MVY{b%FrhS(5afdr^#E
z${+trOZ_U~W~T*qV?J%O9!|0rH@~f4trS7zV&#MLM??S2n3hYhZ-g5bPjk1qH!(7Q
zyp*KYvj$k8v^KFlxNqC~TGu!iVBbYxoBKEv2=Jm49_}>$dmU29IFmqS$b!(ve!uva
z?KfUuFF|npa=V!>f?7qbRqtZR1tjoLngBmHXaSyDMkf0g_3zyAA|)sLX9+HCT|BF8
zvA7?i9v@g&&!=bEsRTP_x^u39xXFLnXz$D4Fk<j}+mF9uy{?m{w5{8PpX*heB2e#n
zxi%GV4KvZcd7trbRY><|RD{6?er_*|zvJGHhO^x$7F(Jk9p?H_%@DJj0Ra93d{FVB
zC?CWvKl*sl*NQd8d#%mEmk-hfS2UwPy%We<x!WiDn&7eVgJH5m{56o}Y`eMN_vR7m
z>16L?gqz;Xl(eVA&hVD6q5HAktditA%G_oP`dt)rzwcW+-bG1XUb8xPkG(!VJK}cQ
zvbX37RBRSm?L)cn!(4QF@~4Y)KWW<hox5A#%#WU_ziKr#?~YGDd=Z)aA@Mp%vEkYJ
zq8QL)_~q2fbG>zcX)p746}zCt6HcTY(#_-bP;yR;lPygdI*I!ymlu~vVqUWmi}QeO
z#b@@Ff9WSpA!Y`q_Ta0nr7C2HuqHN6%O(<<SJNz&ggpW*dN}K(-_hYxo;S=3h2`UG
z`Ar!D%{m?<Jcu;DgIC34&a=$+p)$>3&!0z|wc3dHEcA~dwf5&HE`r9Ahuz|2f8U@d
zwSe`M7TF*D+$+~BeH&_7Z%~&=yEi<t#6ghq^qeM6Y?rOPdFBo2axM?RbRw?AP7B-v
zNc3mKkFnd3^uCbW96#QlL+N@NQZ*Sy&~s!e`KDsVPuQCRE)^9GrHL=r@G9Els0k8^
zOReykeysF>1UpgoJ4Xl<^f1X_Hhf_|FIi-pot5qK0=E<?x{ikDaVOrgD|qnbHRsIn
zEqadice@@r)G@vg^;rHN<ffxfdr-YQ2*@=bC*u!|tM^T)VlpXIaV#Q$h#-_ir_&T&
z#zon6QrkKCh#{!LQ!uUG)8~3U0M)~Yahlw%Sb~$QF*}xhbtHH1+4GJuJ<3^*c0(MA
z<_I};z9bKvQ^CU&m$kjwr#^=!|F$U@p!=`v|GWR*ErgE&##!wrs+=h{<g_RtxOdSm
z-^;exXMkhl9sVbQ6mDQ*9$NOJ^`ViY#D7D-n~@1dWU4aX1I9)u>r0U4#hVBN5-tJ5
zcLtV0vI;HJ%>H19JVI56g-x~H$^Or!P0tb%L8c;L&+ybwfYF|4zz9WRaPL|F@CgGO
zRx4{-2HIZO#GxI~VanXzFk+a3AcEBp*C?scP*)3g70O~e-cN~?)>2p5J-LLM#6e%W
z2`xIiA-c4EbnLZVJXr3$3rOI>egp$<MIub|@wowKp#5hykQxNuw&*~;v0`2Q_1t&S
zsrme2`<l~RFK(7&-%LZxPeZd211b-G{GN9%eG$?-+iD)DaRXou^BdH;u-FywO-w2o
z9AEU1)p%f>xfpy;RpHZqT0}R#l$B_uGcL63_GD@;#Cz&uip2a$2Mtz3(v+9pD6l0i
zM$1*ym^*4LPLS(n7q`gG#G4{tMMR$D3KbX`IgJ=O8O1rVEf*|@vVXhZblqwB;?wcO
z5CL^H4FR2eN}3dKAd~g8kW(8B(9@VsE5t3%2xhuBTvs4>=$d1iwB7?Wx)I8;FgrOv
zH>se|GW#{a{g&p{`eI!F#jJ0e0QoecJ4(D8NVaXt!0buM&mCa8{}mE?Hi>@)PLEfW
z;8dryte>O1if*YhXfT7+wa)K!h#&~85i^2>JFRbMIauDe41dk2*ErSWA~pW1Sg?3m
zc&vVozJGpa-B<fvXd|>AkIH{e)GKN4h`;p-eyU5<svagq|Dw!ux8(|{!s~Bgt;Xib
z^KFGG&%JmD0flWEC9;wjx0eyS+H4(~{a9cyS!V}+Y7Yt~k(7%fH&f1Ed|we>rb$-u
z`hE-32#*8<nqLK`(+9mNJ*53<ZC}(KeU`c8^9eqK%;323*E@mu<@e$4ayPMXSnsTi
zh*#y|9fT5I?a@%on=sC#fpe$_-O`K2+pqHvx&GjM#m@n})Gq(|SCLq~<yRIaKYb#;
z2w3yL#*nrZJO$iO{~a;Z>I6UwOgo0QuRIy147{iLJqH)(d{u)<r4Oll1suRf$W@W+
z6x1h)nbG)k(!5SRryqc{Iz?(brOcPEn-fCBeM~u20h81){&<7N`-rUKH7j24{<H6=
z(Lb}n8jkmcW=Rf@|9!I|TR#|~Si%2H1iQXGN2hJVyT-o6k(*LlNa#X96HnTOUKo5!
zM6&=kopFY?C58`hmzyLSohG1<cZq?wdnhM(WESX8DHhYT8aVr;e8X4wbdKr4n&N)k
zkRzwvQnVZHv#@72A9nA;(O{)l0n&G@DR*>lta7u^EJzRYS*$PY<Z^LAHMh-3vKT1K
ztf{})qG*bSS9n^VxI6S(dzSxPT3{MIL!DNaN3zIiNMGl(Z;180&gER3@hj(hea*se
zv!Qrnj~mPXG`x71HVy;>18M3Vbmu2u>ZX_}Wqj5G2EEY~`NHsdhmWsC$-mj16H_>L
z<8j7D>&luuIS0yjd9sa6q4XCR3edr=2fsW}EQ^_D;-MQ95eM99^Z}nu>`0Bs*Y{4b
zzJFu?!#!$-lAPF7{t)WRq9DzTrN<F9nQhOD@*<)d$0Y~KY~O4b#DDmP+#{cN$2a_P
z-}(CUBxS0e(pK>#s?YqF=R!-ArRP6FvOtmeRsd#P_Et%z^P*43oQLh0mXV=ed2KKJ
zA35zK5zqPP!dDp<F>zZ^GrI_yC6LD2kWV8fKvQ+MOymqKw-xY-PL)V~S$qyYa13Cn
zx*0**$?Cwz2zz?E-cE?X`wl>9^8+MhIigL)IrMr0CWdhqI{hw3KR^mPhX=+fn7~Mn
z<Sx}wsALv$&e55@I);)Sw1K6x{AN^Y^!(-&+#oVlBA^RS*k!;1qPYP8yB@^+L88=9
z48?Zqm_{pxZMYrLp9u?3_)kv5!*a4@L~-%z{_-B&%D?D}qI5I0*aPMPa|;MN2Mef0
ztkyTg&Z*z0slSszie=R~aWSL-7na=#_AY9$I&;tMkX*0@0g?2U<UdqyX;g`Jp-r1A
ztJ^x3;}eJLer1WO3c8!?kNDQ;8=y=r01Gr~)L`ssu##o|t&Y3qx9jz!o;Sini{l17
zb~eP9fvW`jU*XRNTLT`mOW)srf6ewuqInm3p9I^9JB52Szqt<yO-rcwdJ6xpB09eM
z<Lkktiw3ai7)Zchusz;l4!jTDBYS*f3E|WS-Mbij2P7qn?gU5lM~~BF(=fC^RZ<zo
z=i=vNV61zW0~>p-1yis7#VO19<G^f}^CS4jBd_pKBd=Wqv1;fEH4bspAJVZPp}Xi?
zl2BIXqS?s}z?e6sV&PuZKfUGdPOEIrrzdzR<NdugW-l)sVDqK5LGvpchYE9sPSoD#
zheZND_Vvmt+3ijHndylDb_g)}y?!ep=uK+FV&jE?$m8>KCotV#X2wc5&$@!ll&42V
zxI$|?FOaQtgKl>24(uIwV1Ox)64i0BjGN7ygU}$r=<e)+@jI-qi8+axuwH7N+WlQK
zKNOz+q6$KBVIgC00<hCRU|iPE_oOv)`m+4VgQ>qtp58l4)8~dK%nxRf3I}roqBm@&
zkTRHmbEE<sLlv|5jB53J{PH$7^XD0dus6pxAR(58m*BUC<YSzM<STWi#}$2jClBKa
z4C5;wBwHpcSIH3n3@)u@{{9qxxr5`zOd=fP^!h-%>?^a5^SJcwQrCBsDXo*0<dt8a
z*FPuPyY_JGO`3mLSg;8XZGUj3xK>x>9|1nv_wrQ`@1ltQg8yyyU1$V~Gvd(lRk~D1
zL=G^ZB-<Y-R@ICeS@IkEC<H9=O_~6u@&1?hUVABvQ%}*a3t6niU`P>4>YAHY6I35o
z6SDFuPwA|OjKzd~69X6J^ibvfGga`*9VmTU+27V6#K0%vDKc6S=P>2)cT_YaZ@UZ-
z6|;o4NDR5}qp5(No|kVM=h)Uh%9t2W-M@3=Jtyfi(A4b_Zkd7U>@~;l`q4G{Y5DKc
zm|lmEAEaBRV><7>^h*`y28j*NbCep&$<pAYjiG=Q6tM2jgZMpji3}V6R^V2AAt)_+
zew>e_Tk-dcyP@UXo_`t2PQj)j6=(P(-v*1>GY3>iIk`!?{S3}Zp6_W$sTC!)^qx^%
z|1~*FQWoS^EPamq<y9$26IDt|Jo5afb_%IC2v4CQ&$mocwt7a8s(X9x&MAbEydtEs
z7hyD6g(Lp6UZh^V?m5&~3D7OLZlsTJ(}b!ymycate@}Q)klcRhg;QvH?f65paxRLM
zC@of!^BO6-V~IwI?LZ<T0rRl^pJjrWahVK-zaC>n9}v|Da8lLdhTlezfbmlXX-Y$@
ztbwrm&*)-o(z6maY5oQr{PdbYH~y`lEYgLfzjpk{6N1zttIdJeF<QZqwW)nz`6YBx
zzxmFA3_&H*Pw&(0B<rr+nb{|vO>8$<d*I`P)HXJI9ge3TWDah#h(oBpQ;Q`df_{VB
zdHD;lT3`7$)vH6Sq!*ZEN@UKct20J8><?%k*S{qd{5HcluBJ@RHVaWt->XegIFc{>
z`DcOt#v)^-KD8M0?Iw1x`irky%Ga)UY8A_TTn0LbVhK$xaAw_1B8T{clT<9nEx+uQ
z3g{v6!V}tEwD1!8<<me}r2apgtaVk~<Q5yVcjnN;?KdU_-?%hHF7HkLm@Xl*8CTxD
zR)_BH4G|HpyqjNh_nb!(NB<^P{{357``7LBhuX&(WtBhDYjdyCf3Gby*EM?PZFI-`
z8Le6fJqjWOd9RiV;U8pWlGjvcLcp33M@XyhsS@LhOiYMhyZ%UJ7;Ft1e1@LKx_J1r
z07cR9X3@9o>@S76UyEK%8I07G<+@rLb<B75*|JSLU-O!cJWgUfN!mL}c0Ee2I<XMn
zsJ9q&=O$a9&)IInMFICw$3IJ}8o75AoI2O;tX1M*@KTX1nIX~~8H9q6{M!_!zP;u@
zKQ?sAZZO&B&f(?_u@EX0F1%rWH&!}3>yZ{6`t}@J<`K$1gCS)ohE7_U77HXidjBo+
z)5T=E*2;=9mzwY0dGJlO9@EJG)92lC>91T`^`D27d@`1O_Uu<b+0pJXF96$G59tZu
z>)2G;_gEf);FJ*p?(C391NF~hd_wj^z1p`n|A(Zr4r}WF+c+`U$PJ~WHc&#4P(q}}
zC=o?KT55m@A|)*~Mu)&ql#&#rI|ZawK)OM?M7ncq&-wnIKlUHj#&ynTXYaW0*Bvaz
ziu3-OYkzFt$oAl<s!HfPEG6;w$R>|SA_i8@eRap~1h+j#G&_V!zuR{?BTs-kf29kM
zJQg~5LO>C^&H5<StksQz;<{Vk90MG=Ji^!HbbZt2VTFJE>wr#7IN+=Ybly60#cK_<
zc;3)bdE`O{v>s{*ng1;krvcX{6RgDeKM~V)ept)|;8V1*2L5<fmHa<_w6t@+@emS%
z#~nd+#)+`E#{b|)i^^}+*8>&GMaPgU4KLl&M!xkwiop!ZN&((O86H@$j7du^k-G?R
z>NG6EU4ez<DfAhN10JxCzY69SMM8&cZLYmNuV>TR`1pZ<m3ego9T;?$g$HIJ2_T-s
zY@~lms>0yahX@rKJ!d|Fozx~+#*DV;c-fHvz)~pJdi%|IfA)iH;!d76wTxdi|J&;h
z{AI}}YX_mo_n6k%kr_)FA>@Z1y5r?`j|7m?bC6aZVz2<;MAa!eitG}NIeMNSATxUX
zuKR<x4IXc0z9J+HP5O+LMK&=AB0{)0VwI`5e9)Bk4CtxOqJ?hJGJ+K51QZsNf@|0=
zItw9F;JMn85uh;m^j!OYI(9__Ee;B~15&_$iq`-9-s;02oojJtDVu`fzOr?F15Iy_
zVEB%XBEx3?v%Smk41C)ct&Evw;#4lXmsUp0*@dqk=qGlcqPN9pi%spk<L7iOR>jOP
zKYNVD(VfD6d#>=F;R9Nd6u6zB%Bv8d>RMBn<e)10&`$Xzf*B$OQT~Fcya2n>Kk7!H
zAU5Z~V0?uR1{o`P_7J^y&axGo%NdZBjKRvjlYJBleW&Ge(yH~tn)_t$=s&5-*6U=9
zrPskZ%X`cq43dK3j%ih2hO^0WAOXQ%FLLs(W-wjL!YULHscSIZJ4P0-!1JR>>q<OG
z9{_K@!N6KDjTO<^fY^uUQ(!acsdWg0>&HSJ4?wpe)W^tCUpwkB4k>!_{<b1WS(y3{
zXdtk3d%6afD;T2-fxlSUb7u#X?Sbz`b=44Tv*x3tQ3EO^SVdTX-Ip88|Mtj5o`}M4
z(J$^xRJpuvYvfy@hVWw7X+v{KkRc2LfH=QvE9*W7IbbAQ1nVhw`j91<f3{-x<N+e2
zsX&WBc@!_O39L-Qr2*AtprQpx?PZ|+o*2G$id_HEk=-@gQ;>2uNJ*a52tqrH=Dj8c
z<-Vn!cI{604GvmlJ{8b69`#UB_$s$4XaoXqAreZ<%nfXfyrM#&Jc5g5c-6z>d?t<5
z>*3%CSLf}=fg;?DSbGR80#}FJVgmet@%tK2+SIjaK<pu;WI(A$+derpR9#hdV_D48
ztHS;M?vB&+Sg3@RwU^dN`rO+0tCCAg?l2j8dM~c2!5EPULor6{Yt&Y(%VKlMp+S@0
z93HTQm|uU@;s#<kGB_0!#6z0y%c>A8J<nFQ2LDk2?%}OgMp~fy2L;{pj9I-Xtzhrk
z**Ee1>Aag(UloUn2p0FE@12to^R*_<#E{e6hu)b{IuV^wI}x4%Ry)1}GbLtKb)Jd}
zt#VJy=as(I%Dr)Xb<lILlAGI26Mg+JGk?FxQ@?uYH};lGSE2h}Yd_61rT}cha$EP1
z{Ic>NspA29ubAT+`sy(tvhDRXg5BWan~w<}nHY;7vOMF8Np43LYm;O>1cL}8ktkLe
zEv0U0+h=QuGVvq<HRcaDG&N-wP&9-dMG6oFAX5S*LMJn`^orvHPr^j_dIMT9<v=@`
zbZol>pOg?`a=;O8^AJ-*obeF^Yzdh)w|9x<8R_p%Ed~RHOmmj;JJ(xqRT`i6dO=H}
z=U^NqmE6L^Cv*K_@JUUBMK}bRxkxH{!}qK(yfq;IuFsn76tQ(5a2vP|f*;<)azgQ9
zYk()UfsYuNO({mneWQ~#y7~-tcQL3`G|WcMi!3W8Vqg3S8l+e*NNJ-JTup}uVg)^}
zzdnFkol$uH4tMvn)QjDQfr9*Xr%S9t?|$2g$W`oZ0c^d;{uo6<7MOsNBnF)#y?>^c
zpR-hA&hjP(@R#6Tq-pcjANEtiX8+av%-bV)9T#!4PmB2P!j^d1V~fE6V<~e#l@3vb
z=F>!5r>lQpL&Ex1)qL|Y;cr><$wF6FYNJ<%g{jN~zRPf_9k`SWae>-n+F#gahcW@l
z*nylBigs`%Do1GhWj&lCq9u%De%^c6Dy9x<x5Mo#7cf|h3fR0{gZHl8!@>_rK9QLO
zV1=VGI3Yw-R3M-eaUs)rz9FQUjL``>01KT$34TQurGWyjsv4$4&kPfQr_&+y9yahT
zYzq)Qul$Ez0XPd$n83HVU_e|BZpq_baHRE44QgJ?EaP2yO?6>%Maxy6#TitxgEqOB
zC8d=w&+9k`(-IPgmdwF^u-G4l{=q{gm8<0=It93IX;7(6<4D-Jm4p)zPff_PP892J
z!Z!AFr&WWt6*N-SGh;>|TA563SD?Dq0{)1`hi`<IsB69{l|0o9Dxs&Yg3+o=llR@R
z!@(9mllKHIgPn0m8Nl?bkGd%aw1_XwCyNr!vT`KMpRp-xJhryUP4Yz5Kt0(%K>Gy~
ztERULkIoB~vNnvW`M8Rn-fHFA5ENo76l8y0nELwl^Ucj^wv9jR>@sZZGR6&T?A{IR
z><#Q2jT^6JH|=HYU!%Em^t{Fq`kXKZ5O-2gCJ&&Fg;1md)CDZPbLOAxTMwJs0xTky
z@{TB!{M)oK0;5_Wo_mZj&Jl+1J{oH2kN4}3iyBI8=Q~W9Oa<g;FXtYVPAtpss`zS!
z_zax+^f&nQ|M3-R`|ma%ArV9|K$885dyYs#+)J||d5nC$4=tRRt5nt|#9Fbql4aRh
zFJvRc1G<iW$E>}!;|S_O?p-QVEAhZ4wf!uX=#ZSmOrsOcMs%W0fynl8m1({ahZY;<
zt4Q4oy?Xrq-Y5Yqmy1`5)Ux|@K!F`x0?T}!#78qFa*CIhM)58b|1L}B@>U}bUWFVZ
zbB>|&N%zjf6Mh4R4<6Y3aN!lr9(2-n{KxC(4SlY?FNp7b3gkHhNU&WOf_5hv|5O<g
zh4#tkUxJjXJ~)&G7!Wgm3eUf4P^iqXaeGoZ&|>69B$vIlZoCS03FUwI{HtM$06+@S
zUI61?l7zH6zsp0GN{FsQJ*7s(n}#_v;n{$U2#}cF8absC0#4&X{7P^S5*C0a4L@ri
z{Q*(oKZRzz$Jh}&0dZn{g>VtZjw~Sa)|GOHzAi9i5c|)(V>(U%Pa&I1qgzU&zkiL+
zJ|_hxUO~@^xXtu|CHPS<a(!Fb7~dfiT}ZS{qq>5cpM`UL`EU+S?N>h(eRieHwTpo<
z!2lV}_%IOlOlN!*>?er=0QzeLRNj|5o_*|{_t1d>B&&OV=72OYXffRH3l}`^XB1EL
zS9ObT4Z^}lWuD*7&Fe8Jc6%toz(L$kv?53p$x$oQG)!(>gIQ?oi&efwk=0IK)WH5;
zN(X7aj|vznJtw<_OANd}NlwUkR>7^w8sDJ82q$U*p^CY%fscy#B|sA=F>UzJEifJ<
zHvB8zm6qc_yK?d4LsH)J^_~N3n=Z);0$9)fHvwBaWgL9hkO#J;-iozU(gd^83a6tV
zPzcX5(gn2UX-=ikoI>-bUlQ6tWbt5PYxW-Whbmv<cWJf*iO~e8dyQjqn$L1q+aW)Y
z);wKffegSu%m^UlWnh4KY%Yw)RewiSVri4d!DySIxyjsj=ff@6-LR=zLd8YwV$aVx
zb^S)<+)`vKa`b`Un3NYUf^>r+swcY=Q$GEByWcgn$n*e81(?UolQN|>|H7m0b_9{(
zTk+&$(&b__@y`fo!K2&l!0eU|P}ut?vtm)#WzIUOrHI+RRDW@|JEa&;AH=-XmJ7*Q
z&y0sN+6*X9I|fLeGfpgCLGuHRfE8iO%P3%u6p|LxYSe}V-6CuIYXO`Q*E0%T7>uF&
zoaJCN5-<o=UV`bN8{J54iV&XLUql#TN>lXQlrO}Hh(x5s1zxk61X}wo6iu!451!!9
z=)e<Z3T|WLHrggnfxAfRp9f1!kpG8FL!`jdW90>$SC4ahs1+2*Z;ExkGv|kZqN5ZC
z`RhSXfwEnNF(={xd?aTF0Z9TsXsB#@zmDZsS@p)C06S0X;4#gGMs+3_XMSL7<EJJH
zrO(%V*A>_4H0?kK&`Q5nDO;%CF^*Oglc{S3Z8LHfoBOT7orD2IqdRb)Y*t^OXgLT6
zJx7!evBxYvUXR9IDYHDHTmTy@ETpSrdjdm&a(S4Y_He<Kwl<S1QoH;n#};k4n86nz
zp0Cb(H#n9UKQeYRN1&ZSR60pP>onlY4sUUWJZ!)-7%(tq-?Qwe(3kg~1#!W;z>Dyi
zGzG8l`B^TPI*M5YY;qm_?*##%Dj;AI6gQXPv6NDs%Bj-Wd_J<fzaX8iZnK|0U6cqP
z|9Ngay-^oA>gZUcT3a*W<XrY=XsW!b@r{@BVS4kp{}U7k*R~QvXGNbjtcfOwvGWgz
z+vug*T=I<o+n4KU|JuB4Dd$tM7*-yl*!|8+IAG;_d;zw{vNkGB^;Z7dpzo>SOfB7=
z@v}ai)O-e8W{rB|Hh&c3FFtY7XZ{E2<xj-N_#fUkcG^yBtg+o$E1gP}&EH$R7^f-^
zFM7Oe$nvY~j<$&KI}0NqBUFsAk3V}zbKRDi?`eM=JcHfW&GS%5mmRA0Zi|zBy14>l
znd943=2%a@d(&{-FwDxbZbJ8E4Rf*R&pQI-gmi>RUqhNA;>d@#J@cpchghqhiqRY*
za1wz1W8`{=nKrJcMw<fEvnl~1Tfr%LTzjXhs5>Y}iNF5`mujuzZime@W<`brwSGqe
zRmcJSR?jxP4_O}9ilm@K>yi)C(`$?H*iI6@V-%6(b#$&+<qb;qSAfZ9!%#A@*q%V~
z3+i`90a0NlqNT2i*DO}nfaT)~T%A*!yu<An+HK54Yltfw45Nmxzyfd=0_k(e!Fl5*
zGM-!tCBn_k#5K5dfKe4jdkGwhF^W{|dL4T}iSPITsLFw*89sftmD_H~Z~p$vrn|Cx
z`ul^1<3s;#9WbLUr=l-oE6!N}P3-b!%Xjz9meTpF0h3e0@^}ZP@w~fb#v30up>P%c
zID;_zLyNG6S609;4QS1ueb7xL?tPDIetURkE85~i+-qZR^h`G~lDjK)`xsDVXxDJV
z;Cm`Qrfu}0n0&!XLkJNav$U(a1AlUWr>W|*Q;JY5hj}kB)IeLIYVA;aB3hhfvJ03B
zMY|u0b~4hkVJn)ugwKI)T8!-G7mVV0FuZ#S&QY2atgk3-MimP;1?UG806hbD6+EH4
zeGJfxDLP_CH5SiEM?^NhbD3WPR;Trwc-TQ*$W_UrqKUvHv&v&rSPoVv+@+C!W^pyr
z{fsA#XXvR#^+=owj{cJ;=2o&Iz>?U8@KnTVf4&y$b)Zttu$d`<P!XG9rX^Q(2Nj5v
zMrXZxnkP%X_!RHhrYxf50#RZx*I@4kdxoE19S!<_t<SA*-!6rb(Qq%();tI<kwbIc
zDV8QvW%e7T;PWb<26ut`AJlK|Wl!)7uAGcOXj#evUB-di{k`Yqhu`p}T$^hFireIi
zVA`g97a2i7kFL5udeJ1=rl=_q#m#ce#N?s>@pw%C7JS3r1Oad5N@0^tO>KCd(rE1S
zJjFQ0=ebb|yKf3x1N){b+eX9Njn|Ev_6_zQsDoHg)witr_SLUPA$S%)A<&P?N3O4X
zg8vg_a}WQ8o=^n&qi~MEkRg83uGr5l+rF~t<<};sg6ucG6nN#-6?nsZ<k4ry@#m9c
zzm*LI+s$u!({3g8iRa;@p%~VSIk|)lcm#Eq8J#xxRSt@ch*$&zW1%GGD|?>m)@jyq
zWh}gNk0#kQcNT{!dBo242j>|SwkCtLA?{U!c=|TdT~Wpt65su5{_eobVP(ck19C^$
zvOg~w>8A{DeR$lO%rd_kUNGhTlz^24RICspjw5D&<PiGoGQ?E5VmgL)0Xw09^Yd;y
zLtO<U;Mb<iuX+iK#sEdS)9pV2cx%TZRMRc<Yx=6;V+B7S?({Ka7qZ-#k*)*kdfpMY
z3tulV@!i|XRmjC(J0I*R-#7j5D@5SWK>#E|zn5FMs}BC3Qd3AdvD&%&)idG}^LHiY
zU$*T<oBZUv^#eI-0U$pTY4Zc~SN|KI0|6m{@TDGLq>GV`Vqm@4vm7F39zoNEWlo=!
zzSal)u$S=Sv~RhN4|w|?sKz{aMhxDAeg)J{c4@aE#Pa^6Bj~rE4g~Ixisg$e<*?9%
zCx@cmW5Mo)`gFsqg(8rG6VzLqF{YzWEUSQz@5N83)fz<y^frNe89{rlyjtWe+(mLt
zqG&_Q&0v#M4_=VzVKP={pf7?>_GVIL7HviDiBRO;P*=!Jk?rl*un!VdKICRQ_`}x|
zb7ymO<1hEDmyW!SkU47qi69pwHhHw`@!V7o`~?|cS?dy(E9>$lWJ#r;>I%n_HtnQL
z7`oDLJs7b5@H&A&3TDE*djF86=mt>4RW_mW&YKU&J2^9b!a1&|VgLi-Q(im?16Gpd
zN!#GE|8p8>UvZZ>4H@e7?YGs<<@DXFG;~J6Fq@(3gCNz<a^y6Wsd*P*#_^TZW8NPx
z`SHqwx)y2cyAHGW#Lq7lgIS)YpB?>-L0;ewkylH<Th0zrk%W~)XQ#Q#m6?x4&OmIX
zx6PZsr9<7xCxrd5r%#&K<Hp=6ew%!cXV$9k=5%m5-~8On*4Ws-5s_$Q&1)cqZ)f8t
zE)<qG_Bdt}xnEI@QU^7Xm4g6&#WNDaz_+a=GzuL``pdX6q_<|MTp%ndh+7Ta<rxG3
zT6zei?!XUgG10Pwz-|13+dU+$PPrURX1Whx0FRiVl$KotQeFPZJsNv6#YD27MlS4`
z4?f}phuO8S$QHqTbd!#NElBC`j=)(`j9{;-z#UKzT!0#YgDD=g!R=1K3=Ru-bYV#m
zz$UKC3^p9*=WK%yL~%Vm&(a|VPmF9mzTwfvsvJEqv2<9*tKj$=lp30)14~NDI)cVL
zB3sny22t^oAd9!)&sKrcw(~OX-j>OWBPdV@+}QtQlZ1(&ake^OVAVJwVH{%8=9^|x
zw3;o(XYs=f&%%woqy=Bv--<?PlVaNe%@rRY7G00&^a0jt#Y9r)LxunV#y5(s3b%7M
z(hwMq1~Dxrmg~YIN?lkFvc$;%rI>QUnp1>;uu36jfeB_8fH+6+g2+gTt-pcpH*<sZ
zEGt#1L)2%GVlnSMSQ{AkL%8SYKlNwU0Wuas)_s7AJfHbqQBQ@xaA`zx)y?B0O;YHP
zcJLe4$C^EQqLSSDU9N7&pT<*496kQrz)n(-4QYX_h}xIf#aQJpW)G!2l~GMH3VRnT
zum;53XRd(gdq+|>K>E)Sa&M94|5Z$m(v2P;hLNULgvEoCzQj7`h9<hH2-B%r(r*p^
z%Qb00y%H2O>1RFAdHnsu#K}{$Sy_LZ`7M2ci0^I_r~R{vC%tns^1jx8kB+x>Cm_go
z7G`XXm13SY0b2(%ldDq|(N)%e|NiXni^)jKII{~_I%@BXJdgCU{WYg}-mwxEynM4!
zitbL_$y2DO)4J1+V~Jy_rruBTw!n_XJLVQvcgyax9bn-{n=nfD{p45p#1EI?FI>9$
zPu5I77)u~=L4dcW-=V*z6$wBcIOZfDQY&eFDD=Lb$lwdhP_)&Atvh6QvwVB-b;hF?
zxzIA-LQ4$9d@jdi0N!OgmT29?xQz4n^T`CT6MGJG1XBt;M<|*APVsB|AVaj`C1&2w
zM6@T^-eV7#xFT1<l2Cq@Z?YpIWZ>T4mDkq5-AI95_Qs+|EZpRg`c49P@(+J!GK7fU
zTFdYTjLmR}!qHJskd|In6gK=+uy{4$Im_Ua%NnVBhBz7c69@7w6up^}D&268*-yIK
zy@#?1Yo>c<9>8;vqnWtkVK*RGc(oh=jM;CmpVz`b*_Vw$JI=yK#)i)uB~Ja*=85|I
z3x?zIWwWWxk-d1->;e3A=jwMsBGGALALFwM?8EBuf8w0*C+#If-_;$=O#NxueK`Ji
z%tNC0@&`=)N%y?P`AV6nJRZ)nOFTXFA|7m&AZ7ixwVs;cJC<$Jn+Q99MZX^`v|>&E
zc$p`e$bEZt5JR8~pSC0X@Kfzj$*~X4I0xqqBPWZZ9QL4*Jg@!yjjPLVC0MM~EexR6
z;7?x4M)$p_tSqNu89i*3fuFU~tQHjXc3!{{Z~?%GuC2YUPImzpP<^M!=o@7em5dR1
zG!Mkg2prx#m#(oQsJeUyIGs6!@Oy@?1PVdKRuZNy6+oLV92k82P;lb?p+gk#$=Nd%
zbii%Rss96Dm`esgs@2FG<IyJ4qg?GROC6j9muIqPU(6zooDX-<9RDn{wsGo)0%}y1
zgPxzSJw?ni<TT0ld{~bi<~56#CZj=7slIL4i}T{rYmQVABaI^%D8_IYN4Vr6L$n`;
z#Qk93Q1r936mN=u+Ie$$F;aWR(ndNQCJ=PN(|#w*;J(ra*};?6=sVL!@v4oYPxhA?
zZCKV*6h%QVp+0P%cYMOD#&_~7{uDXZ3KrG0+Y5^dJx=&&c}9@}w_^3Rtoq4W>zeqb
zeY^Omp~ycyC9q6ty(~8Db<cH=v5&`+V;(h<$HyKqbjN*~F(rMP+a<zjjwNQ>j<eg2
z@|+2Co;e?ffdtH2p1$wGn(7wf!|Jc>*IyU!Iu>s_=5H4i{VOfmDJ<9m)Ep}88KLnJ
zwVgbU+;TW{Bmdw(`XlckM(6Ux++XbL`xR&8^4c)$prU}xwMP!I`cHor*)G>Sjttvg
z?eqQphd$AZBiidb!*&4wj2q9O+w{m`eAVS=eZaK4dAVB#_tuj>Gj1DX`IJ@Gr#%0R
zl88B(YkwSj_~dfjt|9z}Z_16Zw<&MD)t)f3zIbN!9#wnCgxSR5owaP_a?*<%OVa(6
zQmLAs=4bsEFH@U0n=|q<U#VAqf8*Ehu_32_rRTBu#ACLlp)_uhs4a?zzlV3+r+klB
z4kCmNX2g3x*tf`P(nBzXWX5@W-ceD%qmicCNyS8WNI-8iClXQ~`GO@5h^?;oOUN;1
zmN}tw3rbFzlfACWd)7TE^RCJnn5=6ws`Ww5-iDP=^L7;-J#_4EVv?I+g4-226d~T<
z8hde`uIXJw(ygc@Ly@Q^`pHGoAI7RyQ8GFIc<)=rTtC!kwK-s+J`Jnft_#L2h-<V$
zH*lpv?AkX7s1*xz$5@)nAGV8*M2jD54Z?yy1S?$F+2={{xB=usVARM>XE*BDfCmI_
z(eW4l{m@|+9tzM>?Ku)AlP$|^)!36(v2k=QRTMzF-RNt#>Dz7>FJFnwX@#zwXC@wa
zDVrb9kLF+S+sx8!$$MxqOL(suo<(;~=&-r49L2-BENA2<6d$bzKg-q{0$**8+-JL2
z7m6Xlmx~ax5{MlsXW=aGz7MebW=NhWSVQC;AsR&R4?K#lMf(gqpiJ3~l(Tc6b#|G1
zT|RGJKCAyq*67t#%T$w>+dyfbysT7e?Hj@m*W6d#=;sKJft$qkK}qZN6e;(YbZNJh
zZQBPKN*q#Wp5QywRY$Z{l`*RRyI-eUzdoP;$~N%Te&VbBudnuhzS>7G5eM~?e<7<`
zV|a+!-F9|lc*F|?4WvyDM-vhPzeOBG7poM8vN>c?7_C1Fb9H<qoe%^sd`I!<Mh!Jl
zQK5Q?`_?%U5_x+yT<uIXKP{R~2#~^Tg#w_`4SV<Zp<6xE_UbZ9>vNlbvjq>ygLuw9
zg}uit7*4BN8s66fgeTQb)#NpG6NXOLnaWXLm39Vr_A*__Yw+4v9oL5pYU}K{H?7&n
zWg4Gh3^%sI*xvSMGM8OHNzeBJa#nE(K?fY>axwD@E|O)DW#JLp`+<L^7OEN+&IB)8
za2VKpkzXMP=P^j=7ZO4f@k~^J$*-)z?2LK|jwWpbQp`?JoCbzCqOzuqV@XA6ZJ~Mo
z*C@Z2ATpiXXW^P*nw>}-8jRW_=gPW{*Z#r8@oLsoQ_H`|{@qxOeuPXJ07)+WRcRj+
zbF9Bz;;}+pkbs_^>&8a{X5@N&dv`|5$#mjw3o#Xnyts<dLX+<A$ITI@auZ9DKsM~n
zMkr_3ojWmP0jyf20WP6m9h%=%`OYY@Rn@EY^)GVyViF%r(uadxDAJm1MLNwxNL0~Q
z54Fm_^OMxHJw-*qf(&lAQ$81Xo((8S-%1N~vw+kk><Q4?2EI=7{5@bN!bm_>#dZCK
z?*TD_Vq_I+1XTAo1Pe_{yehlWAEke+2si}L2!gjlPMC6~RUtGGcS>a*VNNvZ&^HZg
zN}2U5_=OC^bJD-y0>aZIBrfVev{+fb)>8bpRrq;uKarI5#=3LZ0Fa{tEZ{VxY&_gg
zJUqGg8MzsQFz5-2HEInLMM!|+52_a%pbn@32^Hf5?reeHm#ip+hBDK^orp4RJ?e0T
z4A~|X-3eL^M(^TFvZuJx5z-+^KgG?@4Krx04%BW@V!>viq4ok{4ef$N+(WN-M!jEz
z)XbhtZs)#8RqS#~AEYZ+$%2G0AZSk#1_c1%msnhik^I_SZX6ZaQ-nA;Nqq7v@C13@
zN6exn;-JW+UwttD&`%gk)s!&KwQE~M5*mp9Q8P2Z_z}4=H`?BzA=j1zPFd37vxIub
zK8m~d@o$p%T$GMa8m-pzWqQ#|<k|ashz^>OuzL0fY|juJxCqjs@LRV8AhZlo-0Kh@
zy(nH;90s^<C<XN`R4-2$NJ)$=%L?kG)w3NcW)|?}mu4;0yz9f>+Yd^ij3G44Fse^h
zgawWI&oEQOvlSxZ4ni8z@k&eD;Z39DO8~FZy2zrUVD!P$Wcbx%X~(;H!W)&UGqw4D
z=zo|#dy_|}1coSF%e-C5^{aY9a?@=9EJuUdbuGh~VC;UO;ni*t)ii8jKE`4Zici#B
z2JGy1jdnS&U+o1+GjcYID^P=$(i#7`_~4tjR>(&zy-{*aIB$pBSJFDLDgL^b8PjSq
zwemEeCFuiEPfcWt?@6e9Ro+Q|+BfS(d|Pg`mxyxWj%jl*8QGij!KKw;nnbALVIs7b
z%Itx(*YO};auPLD<9)TW`uf!2o9DoIQFxt&eADvuV%h|B*YDq6e`1!eXOrJ)Y~s$0
z=heda>&wKl9g~Jiuf>D((BF+LBHPdF>)i<LvFC@fEd9IBW$Jv-dv{iKAuW^N@j%Sz
zuR2kMCYv3?kAJd%hkaf5g}e9My(Ofkk;9vG^(9hn4<GvKDqDMKrZK2+JH-p$!naN$
z@bHCfXON#dUYU--a5FYaE+wS!wba<C-U8<S!5174#jgifn)kZElM+-WB>Tj~J4s#F
zvaj`PriPLr{ZjGDyh>mVsuAO&dS0Auir+E&Df{Q2Hm%#?f)u|Ky!cWf*w!nm_upXT
zl}?MLVNS0W@+yJ^yB&kcA9{BcaQMlp9F|r-SQ*n+!o(1u(jpv(I#zBPPRmi(4|}hV
z-V|Z;8C3c#KK8MbYfxL`L7U*ap9f^;<?VSJ4?*gCH-4`KUohcg>eXW;>z^A79YR;u
zP!k^dj*cFVnoI$1i>K3$Q-<@SO6v{RCj%*2VHTYi7kGFNn?hF$Ii<UH7g(a&<9bo&
zZPp9=P5bM_%n3kqi#Ma`3SSy}j{tdeG;OjhfVurYfk-KRsspP8lVk*b(%LTz5(6nC
z^C_`H>$bP;Xp&Go)PhCYU$esDo$suUd0O(B-{Zr`T=R26)KFc#*2lmDa46xd{x;!_
zGG0yo+TDD@nWfprm!C)BB~x)SwoXYb&OV-aSC{$3eP2x7>JSp{b21N?xt#x1c7@3^
zKgY0`Um_DRM-~(FXQzqt_=&{%i@(6@@Uin%$8lYN*YU5GM*NqS#-nLxk*0%9@rh>d
z#ihT$v}V2W$)^El>sq_M3o*f7X0sKiqch|DAF7~FztS@h#Tv%`#Nngg>F;CK%iq-|
zQ<}tMNC{at2S;~aI~+>1N|#gNgL7+}^J@F`O#Yae{LwclT81l13$!XbYWg~Ah6_@u
zk9v-}9)$ixN_a?0c-;R4`_By|A(aY5d5v0OQ%p*P9cw>%`o0eTQZq6&{?Fc~#)Y7I
zy&MeL7O{1!D+*l<m#Qk8r6sgMJ%Gm)X_MlhBRz`mvFHML3GQ%(`yrKSH)zFKZO>Nu
z+*lBg=Bzb-xRs+59@7Wkav*4TBBfpU`zM1n6r?SCe@>DcS2A^P$0<|Opy*Prse5Ol
z+aGHj;Qn9%$lsed3xTkHE_ebOYc&p<m;Th%b`uC<e6Jm9aqaAf;=#{QhdHB);<==;
zFM?29xerfq`Ixw>tFooK7*y)QEE|$Q!NCt}wah4={Ml!K-(!<Z4r^=#H#TGvMDX`^
zARe{g#dF0K<;IrA4(AQpq{iU!bo21sc^mkibhuxsWs7b8eKEPo`}giiQ14hexWDjo
zaIo^Ta<#fA#}pg#Wk~%FbIh;oNF#|GaeUT8jJMy1Wm^hdPwolf&S}uZ@%<9NZk@b8
zbTp~%<1Q_EFM)&W3GK-*u+JC&EOloD$B`C=-v@==gg=}=<HU<@I$&u+#Q9!${49=5
z`hm6l{IUGO2Pxa1JIQY@m}lCA)8{zTvESzwm76Pk{XabP(}nu-Xw_$H$yyCeE#>v?
zyUj*McOq{s5=jV)zhaW>*zX~W2AWM0eOs6zDkonWXnW+_53vP-opjROil!@9`L%b>
zTPdvkH1>jV7cAH4(v|S65fn^ZgQA*gLUGH(I&?h;$3lqnaQ0ka2B0U?CHfHps(oCj
zpvo8`(_j_+L@a;D0^#U3y8T?&THhcm6CJLjLpuhIzFZMDASD@fQXx}6L%l+41bo!B
z*w2y5ViY9f-puNG+S+6)kW&nf_3gquWH*Nuc5eQ;_-J8hVj-*6xYD%ol3BuF0bcH*
z0isN!v{SC`rj;7R#g$1FJ~d=-0^Pltfy^E)-Gb3UjJ=KxxF1E?>cyJ1Wv%GUzCLI#
zU6i8#-5hM;CrwR{iqv5m(qaFRSG07j<8o9H^LAeSuS<ngryQbQg(;(#mjUuGSf{$(
zO8jtK(|F7^RoiM{ow-Ov<9_4h$;W<d`|GB4IUPG*M{c&<FYY2J6p)-aNs^P5p?ZE;
znYF3D6}}|jv_V*;Z(>7pg)DsL`|tE?v_q4Of-pewd4^P{fy`iwZnJ7It8rjil<Hso
z-J`+xMt(QpR6bKh5q_}Y;Xf&edl~@*3Ou~j0BTksa)Mcxb>5P--IBH50@|a&5j6;2
zdEvJ5!lQ2FnI5no))?sc$aN2s?@nx8P_S}Aq7j6}^0qg1Z2^g-_+SrAu8ni<Tf^M9
z4{Zi&d(ulNM=IN@^Mm0pZv=GRkP#1y&B?lHFvT@BBUSOu<K209ThvcNRM?y*Fzp!i
znIyJV6sQ3v)70DlK?Vg^EUIr5JqOa!r9O}#S=n-vf`H6rO3U)Y;5FckWnls54{ETy
zXR`HqXsB2_MCnnzHVKv9mAV=gGE?A=jTnT0wQp8m_~?vglIS^vu3Mxlqlw}7R(-pX
zUA@tAXQ)7!UOzKF_}-{GN##eQMc<Z!xXuqI$75&hYHe<_?_cM-@TsmxqzhWUd%<*u
z<zhReIkU&sKT)<#&umH+Ega*$U~!7KA}en{Dhu}%sBmiUQfi?RB+Ft&?NJ5W{*x|h
z;bdD(CC<H<wU4>ZTb((d8)PEjRsYZE_ef-O&?M!fE{I(g8k-$At{K@nn2J=N&N^d{
z?ic#z65A?PxlJCHt)s6KYDzn5(28t52l!n$-KY5ApiUs>S6C)O1Jnf$f*W1T*vtK+
zAZiD*%&*VZZ8U5YhOt@en(3S9Y8sjZkIYPMdZ?*Udfn+&a6j9r8j!nM8xzXFAKC6<
z&aQrC_#H<>oe5|ByQTr>x!3cwuJ+cy`0mQ#OibCL`;X#y{mFF<U53{<#T$S22Eu2)
zyqt)bdhmjbh^Er{1bV{MaK-8wu}8xc0F=noi{T>9Zh3iB1Sn_ePftVT)T(p{II2{8
zSV$#|;)aSu4Hc-pO^P9+0S8ejIl`2WO9e&17+CM2f?3F#$+Gb@v8})jeu&C9hh@jJ
z1Y|MLyD~@0L(WLM9x@PNiUd_sVxZ2ouaCP|Xg(&w@Z|ZF*UrF72)$4cJ!xUim(*PU
z9QU1n+w1?XKf4WyR1CC7(4{C!2mYt-3xeOd7T)T<0D8xKqz=liqG1F@HYw;6vTPye
zEZ6uI$vt67R&1k@d1#&m(w$ai9uDeB@{f;jbV2~q5eDJ@iil!}AO*m-%y;`yj9^%V
zj!+U<ll4a@0|Le@cI^d-Tcs$=zos&baf5sOMo~%P266Dq9`xi*s(DllIRm{QQJX|A
zflYV`9ua}2fqX@PXxfycnaa3gmWJ3L10D^na&3(tpm1a0zvYIJg|x!1$Ged#wg<J+
z2vdByMV2Lw0c!Jq#LR>L$VWw!<kH}4ccFnI4)mbD_j|>CKMiOh?dY~osHRTdGq4j4
zhtf1kj7S0sT0I#4qD6X3`%Wm|-MfpVkhbAt)S7DVV$KT9EmIQLz@wGmW?_X@`rC1a
z5wauqZm$F_fbToNZ{f8A71f#B(~fY@%$cX1RM7R$xD2P44OW6URj9Q?u9q1;qULd`
zQlgT*c6Wis^2@)czB8*4C@0&Q<#*OyFH}Ecqd;pmmfW}bZR}sn^nd;(x&3CqTiz{T
z*J`k3hCQTK(Z8)Er*)jrS{snbfOEbKbpDlz`KygSwX>V|o+lJwgX6Pgt-IP;zX{!S
z^>RIO@!4wb?IZ^{mP6rxm*YeLs97%8{QCf_*K6I5H-Ln+UtR!5LlV%+ucUutNy12b
zq5rjKt+E)iK!q(p^l#AnKgelBcQOnmyxtJ;KgbUgTa`FW>s=$<&-+z_cz32<&jD-D
z?i{7rH{Z*##yX4OooUbQ{t`o|(>GW2c@O8~#8Y9@X>sDx&NrI>fNM$eb^dF;C&?p!
zY_+zNFqVJYyVIfvwx3^HgE9tGNVs{6G$K<c(;)+zF}z`yzm%I5>Sk^JNqJP)O5I;T
z3KeE4lIu{+z9W$k;nY2$2)9^}e{+V+OrjxRT~rA0k{n%2>Z{<dAR)kmHfeZABm;wB
z`Kqx8CBrV@1(TF;vhwVs%hAqX@@Fg>mP9v3U5$E?0(;~#2}0C{LuNvW@0dVJGag;T
zd1!8TMCY0&C8;en0cFVjkwUxK*HVJa9dx@zOb}n(`FqXbl`0~H&r$xoHe6xpm;oW+
z{Z7M*f4$ybeq!#EY}C^*kLZ?M0Zv7%8nsbS%sYEoREu(F*8IZB#_78q4%qKeVCWRJ
z&gaFLh6J?zhap;G4W;91(sr}!&s)cm_#-z3ekVpypeeb7;4Zg+>nPG6;JTMZyl6`D
z7T^$IF>iNuK0E>^+qUX$NpMenl!OcL@^^E5Lp@}ZeUGv$N&AE7!J()CSun9SKe3kZ
zWG%8m^6&Rs7q9sRL+u2fFZux?p+8I(G*LwwLd70kjlGATd8KQWFV!@f7ras556Ruu
zmhwKGb$`7f>kw#e^oBWSwG<Uq5cHFFeE~cvDfS9M$CIE?vvQ80@Xn;)3%n=D$(od@
z?ZC_Wc;W5X4XOvYy^c%CeWqN$g8n}!W91mk83ou9n4Y^px;@rwV_R~iP6B`^=bxPq
z`?}ft_Ss|hf+8>xw~r&^*mU9dZJnzBD(s|ue`Smxty(rDzYO4%#b5q-NN6ISwQxQF
z%JtH#mcJI~Ew<)YyDS#OI3eW4-`CFg)eCl__f-tC`RM0vS<8Ov>oVe6&ua@apVcB3
zi;IKaRluG@oD%0pD)?+&-HdB?JHyt|&s+_ke7AjBD|aI!0L|m!B3+s1<xu2>o@3~G
z{{2yvkbR|=r|~bD-VVoE@=j#+CA$eJvVOyoFkx5px_opjb#udaW20dc7~YH+>&~K9
z$j`t`z9bvke+mk})&}c=ffOXT9ua8DB|83MM@Pxp_E7ImBqUywQ4B#q*<-^qFCAZk
zvO^glp%|AM_lA_loaYU*C45@!pW%uMMtIJbL2#KTN@sMOih;L6?o%}gf9G3*lOSo0
zw#W@GGshHi>?ZBuwbLPC`KaDtb3laMihTEA8@B-Gn+Z{T(vYSrVwhyLnS?<MfJN_c
z!X7;=aQ`tGoV0YpuSW$6QlknWIm8`>J&W>Y)CIA`-|tirSUnb^&iQ_R02)qL>{-_O
zCW(#X(=p(>&0VrQ8U~kgrD}Ah__5v0`r=U4u^FP0#Z?IT#rGt&m)BIsW#;TQ`T8HL
z)M}$Fs;alWFWBySKvNsSpO^*Dnvu_@`I~WO?Zl$J9+IpmYZ<l<b5^JNrj0AaSr6`V
z(Vwebk}n5mRV-pF_T%qP%0JP37sCIGM|U}XPetP1jp(O8tm9SWK1KZc5UFx6{t551
z0u`C$u3O96Qa1*8t-eV!rp2m${j&J4OHV{DIW?tAGuAdasOueF-ovnG9pv3@1Qm>P
zu_!Cuc?W7fVSwG!7bdCH%*^<P>?Y(O2$G6b#_{Zhl2BmXX`^qVNN<$BO7)uCvG4@d
z$@-p3gP{#-^o_sZ?wWEdNiz0Oc$Jz~l6BsbeK)fO_<O@Y&qQm0)Ef1cG2Hnh|C6+a
zt;U*fr<;}V(U<FV2CS0mYouj$<j)6n!5f#m8nD21#N}X~OcHmQ=I?@B3hGFm*>+yO
ztW0`6PnKgZk+#hV)GL~DEX_Fn`|us57LX(NsPPw;@d)|i;TYyF-h*TM8qJZ9veAz{
z>inbf8O2K#C4IQYc0av$tf@D>&@H@t3{sk30FhE)&)_{s^>);ID4F#_76R_wu);H{
zt0Q$5!P1v6+9`g$vev4|Akti!XvL#+pBIiAT7=pB3q3y8*(dQQ*AF<ctUn&nFFD&}
zZ`i=3M+bfSg_<|dDRVPKANM#G2lS13MrvvgM!5cF82LxNnjRJ0>9_z-aC_o4or5f}
zeY6qQtdstsiLH<Uv}G|a8U!>Y9X@|H8)Tdw+g60Z<NqjQd)lEuJ^&pyP*UZf<M}X{
z8iGPnGZL_DDqhzw{e|!yLSxnoaC5$xW<7DA?=M%L)18G|E&&MNyDmeM1OJ6;uglXB
zvI<YX6%JPEXXO<Ibs|~GwNRAA50onCGp@2D1%rS3y})KS-<`9-U0(aqUWfn3{*I3e
za1JlFEihf}73Cj=V2`@C$`SOOlbEyQ5e!f|Q~d=4B^sN|a9FI0jchOcE1FRL&7(To
zrat>^d3Hfdc12ybLVdwpT|s|U0rNRaCsJ>;l}L(Lu7kAX7uy4|Sz^FE@~mz0MTj0q
zX_rhVP*Ix@x&Q~<`eZyxs~qFw+R5Ow4h-prwmqY%O2tu*$^(!U#U)vQNk&gRZtfiA
zXlOXjv<GDcTDX1a(fCx|oo=MqU+q#eAKr-&c_2-~wm8IKr)(bDBfgUDQ&9?edKGOy
zl4N8*x1@1It*arj`1-R^Jrf0csLq=(zeA4py5pE!=+ZPj>9+h!b%6#RBJGeh)lugY
zxhL1F$?Jqj#U1Wx6hLRzZ`?_bA0Dn|8c9Q5sQzooE;sYJddpi;P2J9wBUp%1&|7@0
z<A#+5wTmX;Y5q~SOEYIMwb$~_534AA91{Wg!1`)f&ofzfdxkb$^#i*Xc!!K$I~3fn
zl{85GlPYg8;xc$Y<0;2n-QTmDPz$90#q5On<(BO(o*v)f3lBJ0)4~KCe>6--x~;|Y
z$L+NI?Vl1h;k#ZHe7&F*J<6F<ejX?fi2+<PVuOyGo7EvQK1$ovdxK5~kL$oVs65ty
zTQ~Eg${JL7w%i~67aRsS2ixd?)L95EN|q!FHWS3!5FbB83kni|)GNZsh6b(5oGb29
zScWoyBG15z4A-!&*DHP+Jl7Lf!3PUca-*je&0*TF4zP>hP#2g2^sRD`KoVww@)8ML
zku0IfaV7`DoM3p@&Fq@su^YHF*`W`3;4`s!js|r$2x<?I4hIGSGD$vOF~QtG*a`&o
z6;{3$I4Rb44^1Xc;zc1wNhYP;gouzKd90YB0m}XZq9#j+`rm4Wb|R0wyr4;FQdAa`
z3QF6Q0&Ik))=X4_b8mFtX3DNo(u4(MD$!F%0lFltV!pB^h#QD(H^)t$qhOpab*vIo
z2o#Do6)PjHK_vnsxuxzS3waJsu19Sa6j!}?K;nVxg)PGN3Ic6^2n-7xEPw-HY(z1U
zCtMsp(`_=AqN6#pGE{f4T_DY2`gRQn=(hqkG1jQuJl8O;_tRZDe_fR|+7O}E&p;m=
zr5NZEND~rch5+Hw<R`712Y{CO1$XDeAId?zVmF!l3D6JB?B+pai;Atm<^G5RY!dhr
zXNJ-TIX&OPUgd<lRK3w*NnNI(Z!`AJo(~qu79(#;2h(vt&}iP7JvS0E(()|DUe&$4
z8PpLep5zYcUN9J~JZzGmFp(;1(IXVvkLCg{y0xg^IV8ji9DndObXcK`uZ(~7IEO~%
z4v=FH1je&LfcSEox?h|p(tDJd^k^<QC-q`Ex>tv@j}|zd8n*unK{>WBs>^(a9r%nq
zWl8V|4%+KK$GZg(o8})<d$Xvgs|u`}2Py3cf8Qy&GS`MRss;J}@;%i&*@i+n-qCYK
z(anBj<pc4kLOO%L6~KE{xKg6!mDFI55HKyLJ~;|vIOltex6|p?q3>Ft;^*o6n3u$*
zZ^6G^un0~gnYbZY=Kk$eWS#TVbv)-GO9aNK-rI$tL8XI&?A9QO=$pTvSaxSz_hJ9u
z54Np727eOSwrFtwwe-UuDAUtg%6)fcN|UQ(ziK%Tq)mU4|0a1kGd>epGBV(l`k>kW
zB$@M2%P|Al;F#VEUvu+%n&-*?C0f_|-y$|Lvt|C(>5;q1^q*;V_LL3#&B9g%)*|$Y
z;#(H==<HU36h(cdi<U=32_4s2T2a1$<g|K~w6l4MLy~Ev>8b+i)5C8s0hn<Y3AGZx
z@h2P8#gp3K%(frdL@a4na~zZw)&5<6ff{lh&i(#$2gvwX@^@@!mqG~)F;~!;(%P({
z29PT(kC+H3=?Cgau+C>25=F!ByhL!Rl{g-lcP+tHsJy?7+1q$MGI=K%8&&gc+%~ju
zKTJVTSpjk<hvOo9UZ<$`mAGn_>1f}_-zZbYqj)K^+E>Zvok1MAjjwguzj7<n+xV;v
zn6GH@Xc;yLePy@SrzYbrHR$GC4Tf1cuByGds$f#&%pXm+NSyHHgweD~=*;mgo7{rv
zdB-F)dXC?h#~7}A6}P{N@OYU|Vu!77zD0qWNZB*NnPL?K?UdICf@WY&jA>Nom{3OM
zY*q#x17!?Zq7s62IP+tCQ3A%}&}pJ1heVhfEq3g1`|^N{0Q+|q9^)gePQ7%M5|WMQ
z55LHZ;QjN~j`WwM*a>d8R8fU=5!3`~!X1-ZLJM;a$z|+*GO)?E9a^c~HS}NV@CoU^
z=^E6_;~vp2GkwNvbF7HUG((eS!S%;K8>F9wLsPE7Yhc7ZOWmywwTQ@wucLkAy?wF&
zv>N^@)QI@+Ozm$H{4G@Ji2*zD$lV77=hL*SvR`F{`DIb!E{pk<#b5KwiRiMc^Mg%H
z!^OqCh3}P@=yyVDqWR_6v0+Qo#X(|X8RqT&Mp?f(9=|d*kRGtJ{4nEU0sC<7`z1DG
z_RT<%$!XeeVdRazS!BA57{~00Y;)gz>0R2Fj?D>EoZ=6@HaIS)eTw%SQ4~50m%>;_
zr!Inh{ex?o+n&v%o$~KbOeAl-#wxmxjk}K<c#T#b221#%&$3EOs|<8B&G;9<ZOGA$
zLqPclnMUEDf$-<Pfr=89AfopCjPCr4_VS7!w1ljJvFXv5ubt}Zs%4+cd=}<(ARSt@
z-*&Ad^M$PhQzf%p3s|oPWzu`|rr<ex)$!yr*R!5V-=-#zu0cKbpuq;eaASAxyl{Jm
z+k#<XQmK56jw(#OaKQ8@Mikp|4a6h~EWo>RG=Cv+*G=NLmG>DbLe$9u_HciddssAt
zG%OQ-WMq>^mvBF8MgyD{ihIq7giw4|ahduYT20i2!RcAgM^RfujTA2@w!Q;i1-4?X
z6pLb1xb{}V+e*p{aF83P=@i`znwK{)nY2%9*W!tOo1JG{oabAe=bMw~Tc78fpZ7X5
zuc|DsYGQ_|(mlNREABi0O6AF0PIA<#b_T{>K;rH+@_~ZH-3KxZ$w?8Rzm|uFyxs3`
zv1@hmUEA+gu@X#%<h>tq7fgT3d#~UHUs`|8y<!KxkH2%ij&vvMS@9(&X?EH!S4<hb
z;A2aVe4-i7|CRrj+jZ-y{h_T%mzOWZ<Rx$%>yMAZt-fRJ23dgkUv7fs@XlHwRO2E^
zOqQ?L)9xB$$P~j}*=+e(@3@<mt~oxRA5{7FFPT+d)J-Y*I$VLbluxDA;MH;RFVehw
z?;R&RaBXLl9it;~zb&{)L0DY<BykpgpKZih>cw2?0KQu4@~N;XqH=fQ>-<BHuu4Hj
zjVv{&9Aga)E=*tMm&6(>mro`5o@8fxq$6z1*5|$j14|mkNubkv3~meCj$BV{rO~k%
z{u>q~kpDYj%yIVhWkX%d@#<`)BPDtD$6kwro{<*gEmTQ`1_AXao9RA^%_hGwSI@Te
zEO9cN5uQmc0@A}6{%+fJT=^JBa}Ad8qwtT>V5a6*>nt~qF63PaUvOG7d0)1TK=I$M
zsAUmFh|TPH<9DIczdRlaRGBY@BC=aN{l=_MkENXAF-DHQza8$>HuQFvACNhB<aK)h
zX;^?o#LwVqT#$GzTCZ5x4CS71KY)Ssm3CsUcklu{$*;@rS(!%q<7?Fm#vmf13(P=L
zk<Oi~M1q}68mD<YQ%VSgmw&gJ;R=aS=BCkEA+|EG{x?2Q$8@T}*vNElGG|{hb;wnz
zlQ7~tWXE*qTO#nqGI-tLQLVzfxzco>BA;tMRrX82^p}x^Y?!p;=fJU77bKFL0YFX(
zkk#I^k1OyleA^&RnpD_RgV6LMdd@O>c{5Hq1B$yuG_BmLBcvq>QIQ$orq^2%_Q=EF
zT(=0=g>YY?v{OBq9Uem4n?bvI=jvVY=@Zrx*_cn;YKI2a1C>M7Xq7G1`wQVWl=(jc
zy>2U>+r}==ur~C5-TU*7wNLSKge-0&on3xHR)0;wxDJq44ww)}_h^*$i%^mnG$E^J
z(kS=2Vy4b8g;fc_t$zQ5`iqJJ>$>WhWS6$?H>r{)MZwB1xaZ?Ul=NR98{t@zGOK}Y
z2~MrAZ~O}&2vtGo`{9E5fskV(kNhkO-oz70%>*H1+kDf;7f&7yG5>?EZ-{_5ePi_+
zcJRk?RTnZXn}4zyn$LH?e_W=~K)s9@loS#%r&1cUN;c7sr0CQ7SOE^u5KSK&(GG-#
zJOYY$&k_yZ*9qIE?qLhug5y!m6nJuh2x>N)GpvEh9+bB>;$N(XfAl1KL-<eq8nG!-
zqPDeNVSz(w$(BQ5l}Bxusg(C^uF2-(^{Z1e=>U95ks&hRl79gnaM<=Rqxq`Js|=8V
z6deAI<MKV|zuYmNX_ik(hg0P#cih$5&6&M#|0XVpdji+}VA64S7XY=bZ<CN&h6Q=Y
z<@T-I`~V)LN5Fdl_J!SD(f}AfxbDWDa$@*GI3UQVXV)hU=(-7yz}WqBQKlwabg*|L
z!J?_#=LW5c!WmSmYGPp#N`x$+6-o`iDRv|gYWLwLP?w6?0!*Dn*b~Wo<=8rslD0X9
zi!3#Ta!F7hZ#-oXfZTylft2>3_}lSN;o@<6AlEM)IOFzcC+q^)g+>Jh5rzC@@4{!L
z<!-+FHu{g6g8L1mB0s=9Arq10GI$eKxJkATfKpsqLGhG0s$M`XpHKQ<)&B?uX+l|1
z@wqc^u();W1Tniag8Ws}4}hu60ZM{Zr(B(Y9e=n7Z69i<-cwV51_LQg0!b1bFTuBr
zAhlsG@1}9_ZIP@m-nNNcUyyG_uGi@~p-(dlOr)QeM^m&xI{-e5K^qeNAQQoejVO<q
zatws4)8FPiK_{0hvr)9+$zhPtpuu2RL<KrZ@rKMGLKhPK@r!^8U#Lp}f`F=*$Uh2N
z+G~Y?f?*B>1PN8NJ%L0QVs$H`8D|#~@F1Jrzi<!gy-($=80zTBAclQM72yDUDbyE8
zcOSk=sa%N6lIKBFh58{}losJQeXNTG=Q%<E5_?(GxJ3WrQR`FEZpK?=B&H-Jrf>Kw
zg%|cR9|4w9^>si{mI;uoyOa?TCVL;R&v3OOVPsif%~nhlVTTK+s8{ci%crZ|f5~a$
zyA7u|d3oB&zl}I~^{iS^lg0iYOXnRAg&+TMvpe(72nlz#N(hm8cUB~;6orh0G7=*5
zoOM<xWMr#|zOu6SR#rxc3fUuPcE`E<efs@=kB5i9Jp99bKJU+KJl}8z1@sfByPNE#
zv(+^(d*Q%+q4V`mmNB8b4i;VZ4ppeVbsM@O?JAguoV`=44DnZ&i?pkEQXe|=(fiv*
z`ku=2NkU|(_qoOI-?yhV7iTVWPATxrDt~Q6&0^(LJ)NzQa8We!&!jLsQAR95rpS&K
z2aPZCyN;^zUY@p5kn|m<!-X3E$wqy8JU>7YH-$U@mCdQYzq9|7G#0p=ceByiWIIEn
z%I}XfI$DiKM!>Sk(=*1$Zih^X^!6LbooV$Haz}DqH=@Z3mD#jK=A(*Zg7<h2hjM=@
z1bX}($jBZms&O{)FhtdgA8dN9XDsbkEbZU?l2KH%m@}*D?X$5dYUPA2zvBH&q8TOl
zizg%N%$e9II&I^kVaLi(HNc}+vY1ptvXzWlvdPnq(62(C2f@2-#oM%OFL6ILFzb1{
zfSgz^j%|49Xkdmxn)7HW-p=`}ge^(Y{PGg!qkZF^_1@CVd0e>s)si1q!H%%d8xN#V
z-yOM?Egt-&I4NrJc-H5XUeMcfoiooLdY!gjpCo;K!?&flXPpQ!w|NWz8yAC`d$leV
zjud&#Ce+LcT)T?<;3HIa|71<w3{7W1`;eBauJ@Jxf18E3M-6XnWhj0lLgLp;NlP>0
zCT6MreXgq(x7@kv#jXo8f4dzYE7(n-&%JwI3)x4j>ApHJKNjCl`%}`t@xfBugUAh+
z)WlW4Ynl_*S3a-Q|B*je%d~#0QwJ{>mc-q4Wa5_D%zc=Is_^`;E47iI+ID<L+M3bW
z$5o0V72`*{OGTe+T@#}sy=A^3?D9Kc&$QQH5g`)_IBV{7DY!LGix;ko{)hYJoI`MP
zklQ}GJjwOidqmdeB-2-Lr5EsBUTv`n`Fj3lI`&!Gt}HY}>Y{vJpY2`u&E})2W1|?@
zT~0&|O$1u)kQN^O?uvl0N6ov(zKfb`IVS^^M8m&_9|Qh|T=pN{E<#XxvxmtWHqMm2
z7Z(8M5zwx?E>J^`Ca|j1b(D3`0W8h-<i{rq?B3`F+ZOUJ$WHHnah+_b^E!x&OKZ6j
zNZCs+LaF&KEO(lOJp0wTEf_Gj61W`_?Ej0j`Km}{3>IGmW96WhPn7P$$}COJ0ZVoO
z9DT*LG$BYPO8&c2<6cxb3q$WcC=~+KmXZu?@q0-Y(EMI4xk}Mh5QSfqkb^l=+O!&J
z=}059HzAj(BO?wTZl4ruaM<!NtjnK~9hiPQFvQ#?U^_4kO|pXorG0=*->oa6_%gzR
znUKui`d_1T@Q-g4p_$NW&AxvemA+rbr-k8}o4#xz<y_=E0*svrRhOMCwDM-An*u8<
z?-ays(^?}L80RBcB9#B^{&(I%j1LFwL>CAx$}vdzrE*FSH&3w6OCOz6#q`|JCH>~H
z8^L3^AW~q_9Tlu>Kd*?t_8l1aK;2}i>G#vuRl?)Z48Iw)pg1g&K?H}?Y?QS3>vflz
zwe5A+k1oIZUrqD`bL4-o&c*qU&MJ5aKfiNb^!8ZNgrbYW!OZpG!yL_``eFC2J(Z*I
zKkb^o2&SHH)mR4yPp?OgBJ!FXx%?)2y)P?XI0mJp@EJ<<-0Y9>d2~KI)^YUfb=4dr
z$;vfHrR>k|6sCQYUJpGO8_O7H6@^#z69t6fW?IN-Y<iXiZ*+wK*lzhEe_#atC{K18
z5vxFj+k=sIEvLM(_e0sGxMWA)_>3*Sgx7)*=zXw?%uB36@L}==XRqOdXK5EHTdzj$
zxl%DRBlgFu95Yj$uVM<9-`{`N7xQQ8eHoE7wD|ULapE=+^~Toy8nyV+iJtb+;L*U$
z(>q$o^~%;_qgIR8T~@_Jt6mwlinFD{Y$dtjo3<={_Sv6BfzyaS?QA{)p36q!c6}H*
zPD^bWO9g7%#(PhWySi2uYchX3T9%)+Qc5arSWSMrX)}L||Ca<c$%5JTA(tWzdgw-_
zHxm)}_YD9aiD)r+z^HjC@o|PzkKAkX@~xaPUsE8$pLbzXL4!<h#$OCp(Y7-g1bZI7
zvYoLaNhO{#>xX<rXA4H|9_04dUinhngGyo2u222Z*yGP)tnjpYc9Xd+@4iaPn09up
zqqekZcJu7+q`Zwyi}gFNUFaU9n@+1Nf3>r!7?3lC@{$<(Ornt#`};Ru#LVbk{t&D(
zfP(JfQ)`WntD~`YKy|}E-GOaaQo)2;!3Nme6uBA>O1{K1R<icfP$J}|?Jn$8E&=<j
z?#6F0jOLGmr-J9(Jr4pbH9`ASFKze<dtva$uQjhpcz3-$p8LZu0o>n4p{ML2EsD>c
zGLoZM-Fx0@nw<Z@M<D~ndP@;zu6S@uG3q=&-Dv{0cz6ZzDByf)V>^nkM2&TVfOWZi
z`x9SjX8!s6T&0&_IH@(d7rm%9x&rhgksju@aEfU57X1!vsdTZ!!8co*VeggoyAG68
zr1__U&un+n6u&JryG`uT60|RtzN-`>hbQHPf!MVvoHP~Ae4c!Z0JF66dI~3KH|Kjj
zcpne=K{{*n`6$&=b+z+U0ywDjPK1aawU3wNUYLcy6c!;tx*5ZGO4Tp?zFO%>i^+jO
zU)^#;0KqvNvHH-RLSGxkwF%DkirY;RZae2KS&sC2lvcM{wQsABN3-{%R;AA|e>?x!
z+$QDF@56T*prYr0pEAGiR`%ZQ{rgR~51*b^M`bC!(f{+SW~t)%j|P^Uq5Kgj3dgT=
zDTjrxbE%s@VE2N5Kle_P0ZYXPny>zusR^`@uT|vua*!xNroUM>mp-WW=pf#5wo{|5
z-Qy~jmyB?07QCHriWeX8I7OawCJIkI;t}B~V3fynp%nctkhOXDVA-k^T%{Zohy2vJ
zhv{S7gYe8jo?~6yJ}IN!7-*RbTBh&)+AMzjL<IUuTT$vNJxhP`s}I80g~9Pu9y+oI
zdl>|0;tklvR2zadbvS4Z2qtNT!WA7A!{E?<R30q_v(F$wTMlF=s0)Sw3noN@Fh;;0
z2@=oAD=cwM6e=GrwTyrZwe!GPg;#_4Ku#m*d|qo~97qbx)3xit!2%U|Tm^){DZQJJ
zcZ!RJ4u|{@_8iGff*eLl{RU4Swxlq}k-P0*=*aYQ5Wd7KU=^)`OJyfM0%*$j`M}FZ
z#X<N9{1nVRB^uWUlW&x=l<yScoQLc2ToZ^2MI>cjauBE3k2_7q{NqiAqRT(r_uaVC
zPj`uAms74i>uV_?@XA0<j0h=Z*M;AM9~!&{wfI+qV2Nf2LHO|%T86Lz1a}9<pf0bw
z66$0}g@B{|4kHQqZlsC3K-h)3UU9lU6l?be$0pF%L;H+A8d?)vUV-{h9j*J?j>)G+
zt$K(7)uyJEK}W&Cp}Ojy&z!NW6pi9+<;n^b@kK?eWo7c=kOCcy^?fQJRpe!e+=FCC
z($SpaiM$gUY04@v9u=z?`UvE_F&Kh$CN=!Kf*?WrjP7(O>MYbQU09?5-NK6D(0qq%
z(!s#L(lXPPu~$EJ+eF&K*yjju)wL*ZdUJiM2>dzGj5w7jK`(7`2!C@y6y%cuUUF;y
zoz2hqFUe2pt7I&`Ee(i>c5bEn&N!<d-uWm9?Q$5YpWXPWH1|Vg^Opwyl$ub({gS`v
zH&jzMQzRUJv+(bO9z>t9PzF2Il&!<^9XBfy-dnSh9+s{LkLv3H>a0K@W*~Q#elUAh
z!_RASb5AY*%<5uU1}}})W;V*ZmyU)>xY}g<^(2F%!?pl}W!STr<|^mEL)kZdc;MZC
zGHy0{N%}eF%)AQlHQZfW>bhyzFKKtZB1N?!%im4qFX6_YKCQ!+`hooG4kqfA46<`L
ziowT^zaIJd`OJ$CBz%vO&~`srUe7e@S!WiVR`X=DXs5sZOjq?I)Uw39cIdn}Y5QWm
ze69M6&!5k>bQc_7XzA`qsxwM?&@IUAQLrkA<sZ~WK8y8=OC6Ro%{ITS8>z<7T2ZzG
zTUR4iu77@d>)_Ut2gAJF-Wkz-frYJ{Rh}zP1$b@d4{k4mlAtdQELE39n4!b;){WW+
zOZDGAV%V7tL)!o)-z-my_w$x(y9)9W-+|cITYKFaD!GO}s_zTm8k;T6exaTj^6UOy
zvb+P^gytLfyK?WrK2P^uV*8~^MGoBB{V3tynmUh&Rhq}LQrmddZYRDu5j2%`ejX%6
zdzpzdDp8Yq!tvAZ`<V{Zh6fjw#&h8|5g%ln$8DS!#z6OUq#YI(ZK@x&yC+X2XgV?c
zV|AEutvgK4fCs<gVcr~^bhaBAF^AyiLMTdVx+S#!;^R7^!SFGX!(ER*Y6rGt)*b(?
z$5X0L*03r*>sSq+HBg{C%<Z*3s^z^$`7)hGeKx=J%QlEqYjKaV{{2g9L&!;$>!fC@
z*FjpE40X4o+crn#@0xd!X7Kv-S(wHSr5V;7NTB3y)gMnRHLtXxbexsIDYm!=BT;~P
zV+wW$*hCMoBs9~I^L~R*@!Vm4Rar$<OGRn^`$pP-x(IXz@>J?yB#Zmsi<w>;d2I*Q
z*Xm*hkFN1BIctUXNe^Z~K`U11)xbJbyHn(m8TT!P|9VhTGVlmAoZRL$b=8s;b)_ep
z6_rE^_ogGz$B-cS3vPaq?h$D4G^Wu?IZey?fQbJY4-;VyO9$D6HeiGEFz+vg1&^5)
zKb9DW4W6<Xy`G1a7?E7setmeb+_aGf$fAFY8nw_!&LO)jJd<<il8I?vl=3{1B24?u
zk^oZ*1WS06(y@6+4B1%TWNP5I(q8cobq8gb%0RgBm(VY&a}{iDB;htfr=6$Io5xvm
z`1$vJQ|4}7@@F!x_eze%RB%63XZv@%UsugCx>}WCsl+wx#98knpJuQkpJ6TW`pcqM
z#+qAzL~^E)r1Q-f6)of&#x5Tn0<1igZ!jUzQ4eny@``_)gd#TI6oL`)Pa0Xsol+re
zuLVu-Q1WN`$>GlZpoS!5NX2Z7*w3tTY)o}7?-Xhz_g<gp`tkK<_RgLlQ$I?v=$`v^
zYO(N%UhvUi!@$g^>D-AVM&P(!?m|gXU>i$_H?BIG+!abGT3RgE*zUeBF|0;wu_FcE
zQ0Z?~fcxb^>CCS^nAC$CW}2;6$~x&|r4p=uBXkTv<y{NuK~K#ak28D~F!9|3Q)ow@
z%JqKSzaT5{rKi;QAVyB9DKp);g4tKwB*>t9-dr?y;w$yM^{&)siLF8u+Si5hthIAg
zLQI2|(unEbrgXoHYOkD0R$x7$J>!yXiZ^bg57Hi(GKW}?+@l{rd;?{<94xey0(*Sh
zh*I}x;ki5o_KTlt`p_1%Q^0oAd_l5yLFL7U`llrY51O<tW2J^sZe<m2r>Lf5?!{~J
z<39YQGtVd7drH2YZ-Z$?fNi~bez;<{QEQ}<GJoDJA|zNUD#u%Dl9Gd!y2`%lC2k(J
z@cLoUFlx3V*>P)a@H@}$4=160tJ<F$h1(xBa(RdKmwwAH;aWeVq9HNso&F(m7t-<S
zE0B<MlSD_0D|)tS)I1D}Ej`s#oQPlM2iY0dtA-=?MkWcrDjtx&2EuX!0rVsFHHx%`
z&^%#<c76OAOzk=Q_+)W(Vng!Yvp;>ESABm}$g0&|%*qnX)Q^lR$oa{H#|oU|yFFY!
zec8o})u)|~4jS<(?eu#2sTl0)IY40&VZ8sGOus98g-+X(CCeYv&l?t$XJ5ELMOq`D
z>2vF7vuIsPN@$-7PY7~x>*T(neW4DjC7Pblw%a@?SPC#j0D?-v?aAI%ED=WFh)3X(
zGX>Ku{xhoh9N%JAo+WzG8_FG$Z+B|+A#Hj4c?wKGKfetY<}bxp#)zYtN6Wy)fhcst
zR2qEj?UP>0qBXB567ze72N1Ux5QMT6#&7WQn2{PAmPz0n6F@jl_`d8M8U4>nmNMh#
zF1Dv<7d}Cl6KTnve4Rk_O7Gngi$SNXAl|ic>Z`nS(;7N=wu=Y82#QOZ+?*@|7Wo+V
z0176iA>CmY^E3qQ%w!D0SZA+EK^bIC7j5;akcVq%K6-;p6qJbTcoHc_4aG<KN+KZz
z{Byj*Hb`>{PC!htLN>zEDZ<I83$51I1;J^Qo6yyZkN7}k;DDteOakgMQzE`A1W@m}
zcVOuv(t?0xiZLqg)A1(?(-4Ju-{j{Z`S3Ix!reLyW^l3HFgs?tX#rr7Gx2girQQ1%
z>(>@RtX9bT!#9WklHxE2QXaUg)o7%(0YnPw7t47mDUMcU)Htx`;g^OFDz#6)-_Jgn
zUZy{Mo8)cS8hD)Kw-Sy0YiYOb=z^_-@xXzA6bt*2EKskk;fwWM=-VHMIqNd(fq#yx
zXK;B)R#W(gqFU$N>72k*`Fv{cawC0*vZgLw+}}K$t(vJE_888Y$_eyX**BnJ)w!a-
zJkM<{dN_cKyTY`U=`ZwMg)Mvb@<~V8+RerylTHHdRHqP~uw2(Fi<<ZFcAt9V#e;!Y
zi#H8pBzd^5@^TU0J#!R3AUGWL1s%0akK5FDwK)0&I(qp!N(nJ1G+4I_#TEY7IX*Ib
z*Jjf6j*WK3&D0*Fs1jz&OCKsmgJ*~knM*6J#`jEbQ;zg3>T>Vwi27s22N6@Xj~-BP
zv`m7c`Kg+WWTf|{*ruHW0{vT<)b`q*55LW&CCuSfXKt$<X6j#ZXFz^5+b(Qjk;5+j
z?uW^2Va}Iks8M>DdfFo5T5iO~Z^W((e!=j45_TjvqcR)IDbIB)iT*}_h6TB~{M8-i
zkfK%JG`d$Q;HTZfn9qLL>bOICZ1*#_rBV;B+Jred^kS>Hy<TwbUeTrseTyzh(46qv
zSY>IKgtv-oGd)3YzBGV;=y=rWV4Rn9!Bk7N*x6m6U};iZf7WS+nT|EY>}D5=&;;yF
zmVZ|wjh5Zd0|(e6ETfl{^{pIZ9-i)HSoJOeOLLfnX6S(!?fgCKAT3TU5D%`>_-imZ
zP^7_<t5y?oX6j(0LJj*`a~EcnOD>|9q@MJ}QT_LKu>y@pvcopVd+#@}SAdzxTSooS
zz0ukdbP`uOso5NKP-U2g3fvi8S-D5v9G^BZZt~oVan?MV|Gh0pnOB4SIqv_{c<<i#
zK&8ed0|Ja|Exdsom(|xQwM3nJ=;BpEfgLPTN5aW*s*AR5WZG)_bo}|^{~Ai3lkn;c
z1r0UY*Q!F13<U{rXiezITRS-@<{rF(z|xPRi5R(q_GE}E52YdHMc<HXm>ocsGe%@c
zBh#^=fg)mkc+;Z#v;o8iM~YqLLkf)NA~lSRaAY{8yqUo9G6E5?6&{M{5hKqrkZEQh
zA_)CI<t)pvFs!EmrQKKt?#R&o@0;1}^Hg*@kLNS}ODpI_dTsW2G!!28Zlnv1NQRx%
z+ffzE@jr3XKXEGW+v|U}*C&Zo2SQdR%pS20FhZR2+uA;~VtXc0&9wf<fY{~}$<3H7
zBbDSsN;b9~U1Pi{%>gAxSEv*)({a?apMs63j%~1SM2so@seWGXRw#5F-Fs=%oBi0P
z6Ep0Yi*=M!R2qe>;NKJU#Z-Boo9MlKp|8p_BvB;a&vfI_%gd>Z<fNEo`3h@^9C~t+
zLB}6^RhCs@wdBD;$0FxSg|Uoj>j0(KnTC=pqY>x<i77e})wf9a{ppw&15>5}j>yYm
zB)onfuM@?-fZ<=Nn~Zn|j{Ct@eHKdl;+^%K#|n_YmPgUp@&t94Gl5WY_`_XGKcWsV
z5kFObNbIiZns~Kn*oAr%VxAjND0AZEzAOnQ0&<hYUR<WtGGcu}IU<FDEi%%Q?Je*}
z-f&lsR&}8CCBeGoBqrX~kLJ~ej`vodBd_hjHs$ljKTV!21Yz8pQxwpc|E$lPoF!nv
zGu51A^WvUmefpQGk2grSTpJmmhuwdZby0UDZ0MPez*WrL_{wjQCbQ2NZZlr-<jdgA
zpPX9jdOw%v)z{Qo;`^+V?0sy~SD5Mw!w-qaZit^p){I3Nstvm@*Jxr=C&m4W_g=Xb
zvv5N!1b?8lrERmHbaNT7e4nfL)Jz)=mlC6GVWGeP)5r#S`=A9pfXAm;Xi*;`v7v*4
zA=X_j3gk}qLfr#wx^l@pui*6OL!SqMC6z`5Sn}zM_d!LO)M=-ClZlFFUbG$m4l-8e
zARP-%h7@GHL?H%`HV?z1W%TIZkB~6g1$WWK&%MCHMeHyNObhz1(W$XtUH$9!C#SEP
zK!a*$YQ2IcR`!mfYS1BN#VxK9wib@eTABqG@yP1LE@|=MGwu&RySj=u{-<i@pZK!H
zJQ#U>zT@**6H+2&eC@mMf4ir}bIx9%z~&GonXYUXKb=~%wN$$sgH7jey}waO00`A?
zNz}<S0!3Z=g*_r!Y~N()8UENzUT1MOK?Uu<2*$Gy%523t^Y(~LQ@&o2MrO4$HDU+W
zb(v3z$eB|xx<~?p<j6OA#+d=JhqUb+e6Gs~>*rf9E#b3tfttnSaP4_SsOpv1K0uY#
znF=pDQvhc(FqK-Q{~&D66b`kg#Z|M!wxNl-R(?5K^w)*%s&XWoA!9q?E$~bhouXF8
z8zej(OSIJrB831t9dI7_D1X6^u6n*v2`z*6yv_I)V<wOVi<tuQ1?xH=4S|O5flLQ$
zIP~H7Hgy`3ijUcDBx@_pu$_pR8^c$qYAv2_7bAEY%J9|>ZcF<UorvgDQZwTg1vfRl
z6EEd7w8^d$(wh{cO9+2Q2kQTHbn_rcnPh-ynyA*~Ct}WaTUjuNBvHVyjbxzH)}_Pc
z31^^yNIfn6Oilmv9&D7c;0?7i<;T#CIY^^->|zHz0nP<-oZTc0P5_(^E7ZIoAa%@%
zq?`-G!lk;eWHems(pnM$BLSbL=`y1l%5*n!psCzA^Nv6=hD^Wduro43dkq&Pv`?n5
z;)>8-6@SPqZLPQUozQm4NtUM$JU^*<;P@1Unw(n`xo92;@p?AG#ZdrrvQRDU(*cmE
zB-%ZiU12CixL6xW$IOziNTz&9dV_>UAbC2prFCK#Bh87z^F1t2V;QJ(yXSe}Kd<Cm
z1G4U?`hq^mnt776xPzE}f>?hJSeeQ0`q|z<?c$j<Mrc?3q|!>Q>^cd*GuL8p1_$Im
z7Y@GvZ&ZY$)myRxf((yhF0M)5F>yC2Rjm>Cc5_{R_)US&1EZ<CzIO4wbIrTN$6vCh
zUeGVn*g|PwvTew)a)^BNGxjD1eI`zQrcrOTN-#2H&oaRsmdF2Oi~;wm9pf;mD3LSu
zik9r@c8)@H*sO@065Xr7FE607;t&~zKb4c~E}U%?Ju}UbVJUzx{`=QBp!r1Uby4Ze
z=)f|pC-d%<rkgy!(k(5}4<io8sUF{rSZF*yja_Q6Uo&YPBZu#Q=Uj4Yc`XtSearg!
zBTiw@^d+|MqZ*4M0K1(|2OhtR@^YN($)o>j9IxxGiB{gzxBEoF22x-PdMPjL-rmSv
zf!_f4wSQQBO5npsDb24hK0%bGbQ=;;A39K>jz|Uv@gyWw-P~9~1NhyyET&>F2XzH%
z&)}Ab5Jx?l?K{tv;lVx_p*mkBUrOmD_ja|{9lp~45{aUDwt(iaD|`M#<?Yiitp!XW
zbBmgl9fhK06#3B#IOoMA5-)JN&61^FQpQHN{yyULcesWrXD)@gE{^GPl$WxV7H-o?
zCb{Y-BAA9vUrF~v;?G|X+wAwY*E?zQlEGb<qoSwJ0Ogt+@1xICAVxyo<|JzimgBo1
zXe2))6;92=5%Fh@-oL(>@!GxKMAcdI@*vjf*Y1U1L$+)Pve7QC)mHUrC0LSjK=G#T
z^mStc7e-Nnt-D1lAIX&QiC;O*M-!2yw)Y~oI#W$#?oswT-kJ=z64x^Jz`FXAot>4(
z0>MY&qKVCce_<g3z0Hre8upGxbH@0o@R>2?ib3VNIo8xAMCM&!vzzXMfYbQo-|>m3
zljoLU=gB~*ZQy_Ou}qkufd9rk{`=vh;<DybC6Aq1qS@_f&0s80FPxny^ckkyj`=GX
z2#iu9ffarc3CCf`+TM-PZJx}O{L~wAAflPj)|R+z>|H*l1?rB`%|LmsWg~ZnW`cTh
z`vPd1%^~#cU9Wn@e?P4vP^e|xTRcX)i)n-XmT7}Aljfe90MWM2Vi|<13EkOmb!g8p
ztV{d=oDBlFN%kL{z^yc*g<rtpH5ef8wCNRulVIWA!Qp#vg!3a?<}23)@2v`E;<dE*
z+Vkt%kT>DsRg{B=J<3UY`wwP=&)tx{km3ch8yAwiNH_D40zz`#eG8p~Pvhe^+8%U{
z4GH-sy~{d0mliy_75cm<V)*hOzvmG3`@-9nxmY*k6{T4<O;tISOWf><dJexUx*XL{
z$2dDwxQS#M>Uyo6)19|g&HAE4gSzg#FqYBfBcYOPH0U^1Rln&bqx|}H&X>V~rDZ2?
z@3D+}>j0V8Im4l0`U7wIaM4$t_;7tj&z&XhX)k3730`MAkUXVT(Sm+6iC`zbYsyil
zw2P1t0>62BBf3={Jkc8%N}oQn{Y1>DuNBC!3y7eZfUv-UV93Sr0aU!^cp<>f-xM@k
zK-}fB$mE)Q{qm#Yn|lzd>Fba<B0fF`OSJ2xz^-csS@ZJV=)<R;APNu@Iw*4+!OsL(
z!QDXuJsAOXk@IcgLLsJuBG*KjNBJ;QqTKAKC1W{#bil~5-|-+-z14-H+=+tAA%6z7
zGEy-AO_hyE-BIi53cFwJK@n!$iwy%%94SKrEXYaXn|-LM*OJAQWzd^jqfh19`~d8K
z8^7?fnKJgc(q=d5E2)OE*ECzuwa+H)X;a0WqpvEbeP^im^7~dZ3P#K?iG|?|X3<+P
zvXGgY<WLLo3YnXVy9{7)7s4ZQ`L=Hmb?qtLCMDEsWCUxChTe=!VJZ<4?ms<J<svtD
z7T9lPn*+CMoRw;6L-aj7;vRcEH?O{aTQTvLqBl{Oi-@Nzkip12e)mE@HD8@-`Zlf&
z$r3FQJqI|Ua6Pz}B~J*PJK~xq7&xF^;K}oUU+eS8U$lw^<h|j`>MG;+=^OC(zssjW
z{@YzEphH3Da6(@TB?^q+KoUQ5eGj{u{oTu_rkOGL+m(`C7&+^vCi6T0r?8`I>ibsr
ziIJ58rwiszu|9u+HM6yuh$gcv07uE_pk_$vGIc>}$yNY+{QZ;3FA^!Yg*cI`NnP+m
z1e3efwp;%0x<1Yd-XVW2%DLi0%z3+YEMH~yj<ZTT`Td+}*AKNd);2mi4xm@kGur#y
z<-pOhK$%c3&@NRXNU<wYXgy#7YjY6h4!GClS|(xX&aqKpPev_dQjqXGNWKpqs@`_z
z;ulE%dj29ZR3-(704AO)109j!r7Tbv#po)YP;mZH>O|Z_$l?P}M?FAT2WH4umKTgV
zFb1#^7a<)<4mY3`-sJ}ewAh_hog|u07=wz>-&9UBE;<}YIReRlJ@jn_{78=d(|>6G
z^KaWe0LlN^l|_1($e|WX>j=<P80i<o;bcJYK~7>!&nPnF3xii%d9Z0VLb^~O<dVau
z({b9D>=^7H+|hGqK*diFXmR3_cz~J-bS$VL4RsFAJd-UQa*hScplg>xz~&KHzFgb`
z;)&ef_zJ+PHFT;drO!|gePpMJ$@LfR#{&`1<wqMTG$>l_hd(*|xwYt<KAkWvMP$eM
z^moX-4!7(|%TAs*Td@N+^Xe=j9Z@TZ%+$G&V-%7u{DxeYX@3U|BZsY#&NZpxaF^&i
z`(unqGf>^w#gXuKG7J=9eRp46A7dX!ScF~+H@qYFfTVw~9IoFRN<Jt1;GP(=R+ha!
zsYP1c1~~<#gB9L?rVP{UR<h_?w-e5tN=R8q9~7#cUQlwKbuvKvdVjV*Mfc*Vl~dEV
z`q1Et$@&LvRl!rW-s7zhvUUh1av$6G8{v>BEyh6igj)~(q4!*f2#M&hyQ;NN5qTxb
zMEZtAcd}NT<5z-Mwa%T>CR~g!7#V5jaOL>yv9O>voi@&rgvW#EIf0xRnRC&}`Xiy2
z8Rj6*jNFVgKE-$U2xTW~s-M+W>V1*1N<a4X_+6pj0}(&5cfNW(X+3za@ZhhZkEhn4
z=>ePWg2lJm$oVamB>~B_LojA)8xQTHGagHN!lGuMDgs0%i2I+$7c9nGTh6&QDV&=y
z;zm443$qg4Dl>SlG@_98S%cG0PcVxFu|ELt8&H7gkga<Y*HLzbA(a7TC;L^%i3J*>
zt&RxE3r?54^K;3=GU0~#k16|x$oiHQ#FZ9%5dZ%1<7vH``<9sWFlxk|da6uftLeM}
zhw1ZsYNy{<efUzE_Fs*M>ydlG3F{qyy`QID=MZheAHvWnZLCTmDzi$I{I0ueWjB8q
z_goUM)Qv>wEV>vlEGX^3&=MYz*gm`f!#bSa7`<(^v<LeKzlu>@4F3Gl<vlrE>0_P*
z=k^ah3T=|M3QP3qe-15BS-B$6ig_G?twLn&h0Y#epF5(~(kX8O4{vUa^5$&Wvi{t;
zwfXbcFlx8x$1r(sevEq9xkvTd@5oKGA^)yQ3klpEeQaz)IhY34f+uN@SN2Df=T5S>
zY>3xkhh)*vkDx!}&x>-82^IIZHHfQfeuDmizvdC!>ON1O44)&wDyAWl^7yFxfiYOV
zyPm1P5#LXY{>zD4264!;1S0<KGU8E*8c1=G?A+ewv*TzOX>TzxQGi4VK3}mc5n32H
z^aTuv4M<9U%e1sKvJIsO@*}f<+}7-9K@<%beE?R}JM&eW0;1GOzL=?SF+?8;^j_q#
z;Eg-2=~5An<<m+*gnC@)g!!%%m(UU0mjt|3Fq)tiDuU?H5;EypN?6^MEhr&{cYYay
zEfUbeyl=Z@9?T&kNc06VAj6)ao;0kT6R|?yhi}jLiHSl)Eg$1~xi20jt|~T+qZ$<3
zv`_Y1UUav-U@V8{+ZP~}05@C|esabH`+X+&aK9p8EC=2%c)gL4Zr(^$gGmo*cNK3d
zWQG@|QxW7yQ`q#4(il4T(e?9o26I4BK=93AN<VIH(R6!JpSnn#8(-8HljnJE)RjE1
zqni1-C%N9yLG^U5L9dhie8zRhyXRH2pAS0zR+whEz*LB@w|4SSRYqxOpfnUv3Th|?
zl(Giu_3PaJArt3i?=_O!qa2QCl{&OOgM)~&E)RUIB7eLO?NF}#4T!Ul?Fhp(to@UO
zik^!@Or;8dy`n|d?yzn{5!+FlN`D1usCH-kM+V5+f4eHm-g9LSpsKrNYPw>uF4voG
z<OVgf1D5uGnbiqc{brL}IiHqn$9ptOo<B?iiJiG(qz-q);kf|LT2mw~YH<f<Zv9Od
zqIll*8{^(J=7RA!@~E^3wJ^*l{H3K<Mohy&|Ak22@o%krWcowx9i>+@Dv@RU8y{IN
zELm*b+CTj+<$?&WKp{w4Tzhu)Cr0)=6RGHo$X$ImL$5C>UzlgCuG0lsoFJHeweB^y
z=v0IlIUBaiE6d$I46>s7-}5m0#ZC28kcAd@9nr7XnI&^lU?MOFjm~j=n205nAZp(c
z`k31DHsq5v=`w@83t2n+vwATbn&W-q`VGW4anuL#VAEu~iZ24kU*5}jgW3PFg-P=*
zjRU949kP^_W!p`9s$KaXc}riu0V_6*FQ>)|@&kX4Ty|Z}D%<Sy@GuF-PR(Y{&hnSK
zFj-VzUnN4)QTrB(hqwPP#&OVM^fbrlsSE-3+I8!73|0<EK>8$J!E2Pr1*++UwatY2
zMX=B#5`;)~Fy*Yz_0CNY@~yQa5hKJL?8vS(YwCjx$jQ~7YY$#MmH^9IUv2Nn-VTX<
zYK1ys4`p+mjrgP~)|C3=0zz(AA&6ANZ_moO2>wPR^~A<qgxLZU>V4hJ-FJPu{i)|H
zQz$k?Y%;c<+~R=Nv4F^AppIBS-hKqD-^?H^QrxW)eqw(`I_IABA8h1O$v;rkb;DJd
zGV0_&_9u1qK>26D&hFcy1XS=aJ<RQwx2My?tI}0+{QdjSyPAUSEucK`LLL)g>d1qQ
zjmk(>4zOigr%`2G&w&>ta@!|om)!sCqK&dWiYv5J6|pXJb<9`P%LN*WS-#4MA?^aI
zUf^A|rvKcAXvR)0Bj!YDOF<6UPRQ+(k(RF>GK=jZ(cBX462eZx@s5)6>*)=XKX0RV
z&ghc0^G;J>0f63z@@YeANsW{^aN6YiM%zajU#>1FYW*@hsVl_3M8um4Q9&}5|F8z6
z%ywYe44^?_Cz!Vg&6fwg$)D7GJeV6uXcgW7CfDeep+BSN=MW92sgUQ&Qja0|cChn;
z`M(ix8`@A>J^+YNwXa4SOCaP@7Q<Ov?I@U9^cuCzQFqu5_ONgECKQES*J^|D%;@9Z
za727YrC)u)a)E@;d2;p*A4ZPRtPiD6Y!|9gvm7e#jFEiF0m(5OEi^!LaNT~5<T9Vb
z+*P!k>_kcB^Lc{K2Ztr};x{**e{?%|b$g~97oBj2Y&6zXu|I_l&A2|&DR0$Br`4<9
zHku!eg%{J0u`4xdX^yO>l)to#ru&kmX!Xw0J}%Nxce5;Y*KaEVJ$Fvb4BkQ4u@uky
z`LrMJ`DNc!^I4lNeLH3+XHP9SM<!#$FMNEwA~!)h!;VH|83cxCsmM8qe58~qx>J~p
z6NvdBEZ>6u&Z|$NGk8ox2Kujq%tyEsbZ1p%Z5JaK2Db2)cXQNCb@H5@7vXUoXTFn{
zJ|Td2(=b>-3;=7I5_$jq@TaFEjrY4+UDfOSD*q;UQrlPOvUl<uIXnF%ud)~EZ5t+P
z<Sp6$Z><#sazRjofIL_YVwLL9R^VVoWXEYJA=FA9$prWa#cH&`=^1I&pq}hBLUV^m
zbp!+1lhv4mkTCT!Bp~CHcyN&G(H%>@&@{Af)avzgoul^;=6H5`mqlTNQCK-HO?kl(
zByWrI*%md0PpC^37vvk%H5E0c&ccp*W{2*@P5=1%(8Hs>^tF*2C3KOcQ-VJA$Jb&I
zpZ;WTo1Z`aOSw;dHE!)}$&|;O#@`!NAC_tymo(2;zc2NOo00s%#tJujr?|#`br)7L
zuZ_|Eji`>Tia->fx~5OxDppqd^VKih!USc;Gk(9<^<=BnhC;g%db`CrEByzGyE+|X
z>obyl-nGI1m2xMkwo(Lv>0sK>jUqNJY&1u_(7HrL4$*4v5G(JJ_@@a)yS%hxqMutv
z4<(JhQY+3^EXRJ0)#Hi*OCN?O-IowVdD;5gjFXq!VS2^4Kj+n<qsP$svyTzfBs_Xt
z!n`o*)>${zd^wnE4tQsGlf#8@@VSWZH>WiF^2<x#GWI-tr3&Qd<n5|CD%#}o>22tQ
zj>F*d=esaVu4O<BkYnMX=4tNOYwzmaUw86ec5>z6;8Rv}*1RN38U1vyM`^Z=+9quc
zz^HY<-=ls#-L(}`-!n<fI_{N}A)hGlQvP(s*=9Epm)7EJvl{nFq&Vd>A$9&ovxB@t
zK|u?P_+H~6!s^X!O#*<O1rP><@!0CUk<-hF92%-zhKiyVxziU54EWke5*`RoMu$gw
zR>9$n6qxJEzu+QN$LbanOY{&YG@?9wBnuJ2(glLN_~d_n-*-Noi?aVrATknL9^1x}
z8pId67cPfgt$@*l0H-=$B`Y(_*!~#QPk{H5Nur<8e5PR!l=~U3C$YKwS^j3x8qh!p
zv*QKvnqUIMiy(kPyjBOc+vc-(hi!E#cK)l=vJD=<SSb1MKpGO7(8*UFpU-zIDlWJ%
zu32<M%SAL3#y)(6e-})D=NCFE>cq5XCT-{NWi*J5MaVAgO4#H?j0xfs1*vn<4OymL
zTd~h(IX<c_{EZ54k#pmrIm>#e7j@iGNI$=mPZ)O*lNX9Jp$pM>a(Hj8u8|yeLt(AU
zO+x8)45*Ct>o`}!+hJApU2g1)+OcyGB>Px>WX4)#Mn?DaboVr=dz#TD#OaAgz!Rm~
zE6FxlL(*W|Q4&j+H78W(nS^QvOERO5Q_z*ms_A@x;@BcYPH>)msHML~4b5Ea!*zoi
z9#7wAmN!Vm<VQWvy5R9dTzbenQQ^Lq(d$`n3E3rEkS|u)fn6OaguU)byhafYD$(#V
z27j)d4YnAI^_L$fC4LpZ0Ii_Q(|)e<+Y@h2Q)unz=h<|-!sK;fsOUD9hsR01pf4bN
z4w{MuO?Eq23Dl_$7}&cTYqiN(^w#TEEtIs`h^)-c{cDuF{bA356tNipR`RFUgP^6%
zhxH~8BR`=b--|~}i#(A{6RYnaG+kvQu!G!JkJE}ve=gs6+J1Yl=bAFCLfGLx6Hdzh
zJDTetkiH7|)_2gW)<|aG%p5G7(CPjgQLcL-WqI0CyZ@%?jngg;KX;Cz^q$<a$MXt=
zeTpwD$1Q0tu(iI`N%b<kH@Uy?pVj2%(NK3B=gs}#mX?|Z)K{s4i(M!hT>w(LBK*O-
zE@T&D3OOG^7~F#?KN>?ATx!jCf0n-${)pKO08RI3HZl4T)GV;l2%U>(Z*hTY6#kxb
z^X<!&N0--9*DKOo^<^jGwI*Hl$|hKCBTMif&0#iWLQUqE0k42sP(f{~*v`u5Rdr|0
z{=lqZA*gzfOZ_$*W5O-Q91&8k;!&;~QAn96RJyNucg??U^u+Y-F(kE2G_?$J-sZ1G
z!=F+R;`jM!vsPC+`lNU?q|HvY7d2oGGFLIo?I=Yspo>%S?}XV~M*vE;o2>ocblblu
z(m0%Idh5sCTR-S-as3NU3Bx;}z!TfGL4Ny!3XL=6hz1!HMkmX&WE%KFAjQ7$>HK94
z?_)$I;c^H4FPukhLnmoIKdAEVEYGl5T+x@S3HwtuT}?-l8K0Z>DTTY9Ud=EsmRhqr
zPVbjoWZ+(9sj6w}Zw;H2AyhoS_AQ&#ik9yqmiJxC{#$?KK|>wc@O1<&qngLTWZdyR
zbx`1HY$bjH;rgX7w$z=m;g*2y@UxGbNXdp4A2s)8V~(+e&L79y_of=uRGR-cUD_Rd
zVh;q|eZT1=HFsz$5*)(PNUhL+#e0tE9J>o}=*_(DMaich<FKAIc9t)&p0(B5Ip2Ig
zE+V8Vv_R&8f`Op)8Nx0i3FlTGBt2kwd$(L{FE6p#bRMFZ;!#P>Bmn@#TzWhk0Tz~$
z)TDEUl7DsnU&0th0BdXj!d9$G?o`85Hm>iXh+QH?gJ3#xib}JB|2ZVnylWXP!VqRH
zYANCs78T3Ez^^S{c!`@wYt4Y%Sze!xg-b^W;o7(_#SUo!ux-5P2kyiCu6r)7S{FJA
zAU#Y1FQ+Xe5wcM(ZX(Ka;WzyDoBQ#W7p3=#Qx%;yaA4^YJbIU`%{Nrig#yUk4%C$&
z=~oOu8G;#1l?J7{1Xg*n)?hsiAy3DqIEJsFf{vPZ15Wpky4xWnT{0i8r3t0v7b#NV
zTof3=KXisZNJ#2uLByQ2a2A5$CLmL)(}9evE>et9Sjea+E1{TMqtLq0L8d55Ps%&y
z9AF>u-UI21Yd7I-!gNWfUvvdvA+-xy7x|7J_fQK-cLyu?yZ86+yw9kvSxrGI`VQZE
zp>sLBJQPlW*_VdrabI!Lx9$?CNGf1JrT0^5NxU8#iXF0a3ElT5dBPBMjlJ4|MMsBM
zPqFtz{c+r#&lz8x-(L;RctVRJ+ez$>SPPR0Qt?Qhg+vjKa9vH-v3Z1JkzCL-iCw4}
z{A=&BT)evKg@Y;U#Z@g<U$}{x$SFdUbWGBz(J?D?;mh<)yp9mzcw`shOu{G)<_Y(&
zxC3FL{d(U%_Z<GX@}^&rBuql`P)Dye9yY{&Afer2km%j!wDa`o^j)h){>-~28~lXU
zj~#u>z;D#25uP(f{<`L5=pVBE+8WC2<I3386dQ!eczn5$a)YlkptSiB_T*%s=X)KA
z<Egv2{PpKbd4cIcXJr~5=f4);#Y(jajhksuk-n7;SkI4P*`05l2L~`D^A_QI)qhhg
z4oKO-W;K)^Ja&vsk9g9eeS2$s{L~L61v%*`S55i@x$?4$9szp^SF(iy4Dd+{anZ5{
z{uv4vkuun=M4A)EJg&;AJiEbCn`gDH>+wxi;|Sij{70>ZSR=AFZZDj;QS!&izt237
zt%bls0sx43^lFt{IbK{0j;)QVo+q<#WaQsL&$0t}_&J6btiUg3dw6cWAR-o|o;0OM
zydYqPbdzET#qqI&A|+swzEz<U4XnC<<TOlnPFNZa@WWp6UwK>!qu6hJ#i|oGQ9t~4
zWl`!UMTO2(&&}Cif+*^QH*ZVOe7EdS6LET)MS0j73>;)IaD<R&*Af#@)b`}zmcN8#
zR4esG?RF61c`)8~#(#BpG>6yADmQu<hpqD#Yx&s94IVyc*5ue~p5n03HYyks*udMw
z$VifmD2b$M-(vcwzZ1w@1bP+@z7%YJVw($yV+irU19+i&NS}G$QEEPBn>wOL;?1Pe
zH=?DW5l*zURJ^fw-WSgG8cvekLK{nm&}QbqTOy?E9+FJA42vXy(Av2{GA7CvygNTC
zFYM^q<P?u}dcevBxNgIk4{7d0Zj@I8WXUdOO0#WCcnbCWS=`Ho0hW2P+>Dwcet^X*
z#BLa}wuhV*5<3JArpbvayx_6V`^WL)jUE@H^u+1r5uZtrJM=18?9gP|!GTkAe!OJ*
z4#TJi_WPD$eX~KW<UAeER#d<B_*QJdtZCOu%u(};Jk;pfX!eK#?clF3a8pyJZVqCq
zmwDohyEt#gm@8()6nXa#TtBath8y+HSag%nd>!+$^3v@fnY8pT;`yXCZn7XxoASUS
zkF)cuWv8^2<+K&vS1Y_}D`~HmU-3An@jAU)E=qGcgX_CQ_ab3fqEKOn;Nv5IR_M$1
zgf~6-mzEj%_dZzGDf6)ti<(-%{tP&m@81YEFHExU-;^KEZ8@L3R<nO9{$E-3bSmK7
z?LS-2z)t<-`hNcp%0&pc;k}I1k#@4S>%N2cX6zi|Q8KE;fKmta{#QYvc=~qO6Jf7s
zNkE5-@(BSMx$9p+$pJ06mj~8}QVGI)FveR?`E?C4ODEobyBa*%@@BsCuEaHwg1iEo
zfNJO|se#)g7Q+?~9~a-SF4J!~T%%(e>7*(BAQ=vCV4FlBg9AT_1g<qa>UY?Pk}SAp
zrS<vqmrqMuHn@La#DQW03}kXoZ>c&w?AyX*#fGtSx?gWKx|&g2y6N%WaO3AMUNg~O
z%v94yD{1N?ZzW#+Xt=RNqzY#nX1QHJyx*O<;bG=*RNK;Q$%aAF=ueerbe?h|E0ORG
z`)q)m_(S63DjiUui@9=uZa$&{>d*5$Cx~x@sQ6H9T>$~cTY8EHWldBf;%A)(slsMo
zIsbFXC;^wM;@z+211O^MMBo7hmI`uGR8v>^Z@y<;8%rLkcA11e0-?_H|K1sjuF$Rq
z@GF5$8<z)V4bSf}eP3cO5SriMbt2Dq?P9FZ&2cH(LUI0G=PRx01ZtI^(4Qyf&NIEE
z*BaMtzL&}T=R5JK+2X+I)|Z;u#&b&D<~QBw4fK&rxF!ZVK3=47<bGS);>lRcv5NB%
z&*ihvVm@xPEUPN09SnR>R2zQ$XD06g?=7=;qGw|By<~!))V~>B@G^TK{xU7BQdorT
zS~8w)3qtNp$dz>`(X2NrcmAbun_3p$TytYKVc(g(j9=|nHzzK7IG<u9wIPf>Tn8g-
z8wX7$Aa%`K%S#A?<fkTci*q}$i_gmvY8>1AJfF;uuHF2odAu2jBK7kkg7<S}sr#*1
z@|Z;{X<;~bma?Bs^{3)dl$|QsCeJ_fSJ~Zi(rp$v_|`CfZ=7j3_y(x?_eZ7x;$#uw
z)}^I5qf2Rj$%`xgP1ZIPqC&)M%R!8bN=u+m<Hxy_mW4AiILL|-aT%yKDoz^N@aU|X
zE5E8-I3OuMxKLVoW(wSc4<_`x+KSR4-Y;wES%%>Bvc%#mDMUzSk(r2iL%(Z*0caoH
z|H(cuMN5G-GgBeefyAN$D!ty4{~Wb#P(X(Yxq|AWz>M^Qn8Tr0wW|tSGNJ}#!(>M#
zLHLZ+F4jNo5=DdZJW#e0<_JM+<1~uDXJMy!=y1<iM%agXoSxU9k##W);zm->c_V!7
z8N#M9miU1-zRiN#aL3)GK@^lgKOkax?-bw)gyi)l3Rv;-v9`gS_M#c(!c!eUW_8N#
zzLFXVWm*1kg!fLRWz;3qMF%JO=XZ_n!?lq*%pIGrNRT&nmce4La~X)Z9hhUq=K;ib
z)i5#jG#%B)uP2>EcWGa;BHGlUl>z_V&Il^U`J*$Vq`IYM;O+^UpMWi840<b6WE<0?
z-FElNIwL0;58C_#Y<as3&%25(zTGUAYjrd$NjG(FgD?qjfZoYvG&@x#I_})jU!-f7
zM#9^_a6tJm#ky-vxZBbG;~npOVGG0v&WO2uJ}rT$s4%-l`Z>G~jHCjEGSs6T_h76z
z&wWmETgv)VbpOwmXC}7QGwmmcHWb6mj(Mgu(hh=)A@D92_^<{s+=pAK?G2)faJrZL
zjU;lX7nNVr@!TAFB=V0Nvh~fe=;GLz>XKWo;Obq0H5*?wuwLkFdwb{nyy(}jg%uUQ
zpZtx9ICdQMR$bDde`7B|&|X~-o7U7Hg2{o;EkRDg7@Z%-mA{wKHvQ(W&usX7ead#2
zK1QAODzv&@o^rLP9~uUaK7)jJslX3ui1wNX<3X7lpM$QM?=oXJVkDipOa{6Txe52e
zelRFxUdi3bH9Q`A6I_(O*I5y<?Kxg0#Ba6FZp5l~-xKlY(b>w3z~_Vi9X#zRDG5kN
zrSN~|2%-Isk(!NzMyS@@3phBYr6&CjiTOosBVoc2BgoK*ib76uUI^x_-!-dU*oPS=
zFZj+W%U>G@;)-3|Om<0{gB?PZEVJpm?$a1@EpSn9->$nk=<ZP7e0DPE@A|BTjt_7C
zVE?4vkS~QL%J%Gxmr~N_{aB;Lna*Y-*{P?SyuH*16k(Kkk8$$hg{*KaoCA6eN{=lZ
zC(~;qMFgBoSygz=p6MHI;jmIoUfo6U*g5V9JBle-(|gGA_Xl<U{^zD7?$LDpwg*}~
zXV&#RILYw(hk5goOJ+?`zD4qsb3}*}?Gs)ecu&l*`&h2ps}@hhk$lMd<Eq4<<|j+P
zdUKB_r%P=$c1M39uuH=xHpjcu8`x*_J=^!1cC2Va>U{r3TKrKz9^ER+Y4s;%B+6(~
zDDUyudjI9EgWsrIyReqUWzg-|rsU+W9kx_At2zCFX50<Fs8pMYT`lQItY5#~gR)Ge
zz^+m9tE<ZtFHj52hl!8?#&|ds>`B5Wnv0sVpMyt#E^)fS&H}ypfX%V2<g&%Yog}PT
zavZkUeUS&aQmXv%+2x_8yD+^4gw$48J1kscnbekz00%^D+uXmPOxGgIG?`X90*cBr
z1DFNCda(1$j1PhvSS4uebN*~gq2Z&!<E^h9Ub!>Q*oP0fqV9Nfs^@e^@tYmZ*yg-N
z;BVVe<T{9u1PwcA2d)$LXBy}BeDIK^VA}f6boOV1IGT*~KW9N2#qY|PT9;z_+8O=7
z`$dg5=c3SJjiANHTu>$XZTj@qW~`5Il$x5hsfBZS<Atd)L7#nw?1Z^c1;ud$zaVQP
zzVqkTa;&t#ene*oJE{vB5*;3-ZzPeN+|LkpLE`0$en%JiGdb5WFZz8P&kJUM?s})N
zv$oSU@a&PVh=#I?ChGDf)a6fd8qIPFRaX>h<urhGqpW;cS?yBqxo9RnjM%%;zK&?)
zK4=64sxzy=DR`DOaUX)u!cjD_xt+hpeglf<*DcqL-A}$=B&+#jjFT5fp!4`Qj;g0(
z(t_u_SL*6rKhJ77`)(?$O-j?_FKSCl7p@H4hn@YAcDKpo@^KC*G9c=DNca+h$$1eJ
zBQ-CLhzI69!yXpCE30XbIn8QFlaVCONc991(NJuk__g+=4`Nq9$3wW7X9rf>pCue1
zSqi50i8;i0Am=;X!xHFBF&ZNkEbR5E>hHx&*P5*l7h@NQwMZXXICNhQ2cMZX(S%v)
zc;E9?YA9NGHoxwfZ}R27A7cz2t<lCFo0l1VbY$iSWjE~*Vj$AG{%$VHx%q@+A#<_8
zXrtA+sE%+6nB5D6@VaC*HH-sw)9d}?HS)67Ip%|jaFX8)J@qY_{-rb@ov<l<W(kp!
z0}}|D5~mVcG>I*mgbOdJ8qKzSty34N1p1SajidJCE|eS3Ay&#GimI(dowEP{rA4Y~
zHyLqW@c4W+nSROElhQuIN`(OacI{~@5Cr=@z>1G96p~YG0Ws3Iz~jq~3Qc>~hFX-k
zlwz*udknDaO0M7jI@AcH1srx$o6}$Z_CG#UGYyjeXj}=;X?H^T+-lO%OG5uNs)D@i
zShxcg=jc0qRM{@^5@h+s)-HWlB|M<<yI|X~Pte$BU9W2IJy?KE3<gs2p-#&-o;x1Y
z>|Ae#7Y+*THB2r$32BCqQ!kh_9~UBmDeWJr2Vg2#Nwf_)n31J;9S^Ovk|*#$nfS&c
z+w8MbVTe!2xobJCZzRJ|kRfdHhL^0JJM&Y+VU5p?mfDtu;D6Xhf><OEPP=TmGEnoh
zkOBvewCy&?bZR(=NzL<S1;N38OF+6pQee0UHLUibK7k(Wf?&qYo#VUAmOa55(w3F_
zX-;5sNx$WPI6Ch@sQ*8X8^@h_XJm7CM$xcW*5QPrD2htiD+-a#IqR&9#usI)kjTp3
zTOo=P;*6|}LpV8izjwcX>mSbN-k;a|`FcJdPvRmYhXN~_x3DDvd>3^QOdTZV;VX8Q
z5@~6OJXiq=LIpw2Nusz=yssSzc+Y44x~RS)v6=Q2**HP;s^ekNz!9#RDZL*lxnwI(
z?LcqCPeT~oqDM#DogaEbz|nDqK0HDO+5z{whmbPCSEWj&3?84G;%-JgB*6#S^m{NU
z(WoX}*m<D@$m3=hL_~}gwyp;Xejf;PRmp<`hqWIiLxjF^X+Na@fxJc{2;mXz(t}tR
zPNme>j2YlhPPZZs2TlS#CuRcD@Le|symuMV(Y#3_l&I$w(cn0=>pvva?(5#xTtEWV
zl?+V_rK`zP2qgk|(CHmLeN;Cyny-e%GZ6tB#zd6ZaS5DshA>aYwG;oHqIf7s!rJjV
zEAr6VcjWpLBc?Pf0u%FEIIeZV2lXP&p)!}E&WR@_EO7&b!Yg3K0`5g#_TGOS#0#SW
zc@pxB9OunCQ<OuDa}yA-t;`!Q&CYx?Vb4XGu`IFC^D#6CWJT&K$I|J`8^Kt6A{sBU
zz|!~tnFa;vL%+&jq@h&lFzNtO5iCd>8Rywt2NVl^lsawX!m7X^N`Dc#et+e@-wVPO
z!l<Ki@MXi?A1ieNj5i$nA0*e_oENRN4ESwedo-x~ouLC>u0kVrjF9Y8;XVhI(aV9I
zzKW~b&v$aJ;AK(dIf}tbrxRH`3c#E)PO<{ekdKdesJ)gS-a#&M`3qHvWvirK7)yeC
z<MYlYnUWkd==kRK6J$1^oOr*azLOH^MTKUAz4WSD=hH(UCU?Ozi<Xqk&N-EP(-SgG
z=DwbC;Z84FNPkn168WKh$?Y~?Nyh1}G?9?OPwE2r!r-yz-h1Sxsn`uZLS;!={xH~}
zn%})!C|4>ynvTb{(=G=K-?2U0r?w*bHE@RbfefrI!<vHgCPCjX!lDN;PCva;jkHI;
zHdDYr9C5I@dLd+gM<;|MYa7n|fL`y{)x*N+VYqVJt!`t_>qslhn!4gwTTa7J3L|Rq
zr~~8lmFY!wZ<xL%_Qvf#6$x9_&I?jRg@OUb>fn*k--jy!1YElni>Ab;WUFGsIg~-1
z38|9nAh*@F=}WCNm#5_}!SejuA5xe5TyiBsgM3NwCp5;CeMii66+q^3%qr6&BG~b+
z6IZbEB}4<rYZqSca749Iy>oZir#94%-X|^TA`;ooMGfE0(W^Cb+vREvmoj_bomcSL
zvN+tW3zV*(liff6F8=&)`*WE^?%r9dzu!X2C=V_hxWWEDrRn?~Y`cP??RCjf7j{f=
zK|9Ye+P)hppKWQ!<HEMhe#h1P?{WTnlRuYjTXzQ&>vBS=3npe@?%1}?4qf~?RPFUX
zH_*d<cQ5lp>FVL9wD@Z3Vp=5$PrpUIOM(yAw48b{0GfNpxPagb(D-UACcnoi*cLIK
z=cK6CyI#d=Kp3fskY;4KIt<=Sx|Z!s1y5{H0t};_2v|-idePSM##SoME$xuNXOcU*
z7J0}>Kt3Cc8mS%N61Z_xQTE871Jll+&s~WSXP9#VuhJ!W0|ku8(Hc!G)y^#Zm7JCo
zmT*KR6zVG0FHE0>{qLG~x#fG4lSoK2eRLFxi4ENjzN_}POh15cH5X@6Xoj%&GH=+V
z+<?+l+jE<on~$?LGg}p$Tut{Mo2tiV#`cClm0B3VsH>j!!1Zkt90t;3cUA~F)>Z-0
zV<$E@Irnt6^^CmwS7CcR6olbSbcp)A=;OaXNAuJe$Y`OY-Y(!~2}+CD?Q&97c^=7a
zQ8Hn9TH|?wX;Hqk49`o!l+VehmQFs|eYzS`GC2RIdwy_?`eXI=j~}la8h#xfK0oaF
zb=Y%UotUV^#`cxX_vx;Io|8)^S9FAK`*m@?K?6!j-l;icVo<DvBV&FVwLR|)ag9w~
zgt~bb=jxSLcxq%+)Q!+6&#tJ{;C9>U-G?*wTc)=(zkVxcF*!(j9WXOl=j0<=!TI18
z!R(gd=a+qA3c<2<fq=7s2rSVFY>|b~2uL4lNBbdRMUJELfISNrhx4SP(K(!Er|NMC
z7aM)judAnFgEF?^=PRM^;sFVHRtrBgR2CVLJw|i4owE#4gSrK%;#)&&V>gc^PP{lU
z*2{zCyq@-qXtr_?wK@A{Imh;nRQfU+HYdi{7f^dTR(FK6|44#F_YmWzGoL7ZCBd7l
zS^OMlvggBzu_PjMjhUq3HtJhn_6lR|y_-Gt)G-x3Jt}sMjX3KzmNRLfC9-Dc$mhS+
z%amy;s^^3w^wbKClV%quBTJ^Vq`glUGyS|qe*rf?IXwCrTq6{*=0XzFx%+inG&&Gd
z)b%9bbgks4pwnL1!9zT}u%4x8F)<s|vjCa`VM~@~J{DY4{HS^&yckqmsM5?Of7zze
z7(3;d53b{J-W#P4H$Q#G@SgdX@GSd|`~7caly~<4d>cT`7zx*Z7`-2&x=l~3DC2oC
zgpoInz{HN5vx3+|G@?qZ{4E;dydLw%&#HRq{>EF_Y3Ts$hrHmX^F)I7E}X87y|G~D
zNx`L-^46+BOWP^u>S#lweY51;A6k^oUnZE4y>ZR0mV<HrHb$VK&v^yt9M4-Jr$c|c
zVsNXIXHxElQ~I}+j;!D=Z}_4rx9#7zV<sA7hc+0``6slv)o2LYtDtt^L#o!gcC7Id
zh&>k>1_?O;DuC#l=y+4{Xha@rZEhcRX#gzWMz5Y>y^r7`ioeaf#fho8f!MHv?xUW<
zVTm#7G!z;!2#XXna_fh>*Oc-lMJHWE?CN?(^<(7U;sN$O^$@BGEXWnFA&|(W=+}%Q
zVlR@eJQ*k<B1d`+thK$V^u7;$_+e+I+TnY;fQsXd@_hx~@_^q5m6f6q@731ddT1Pr
zOj@FLiko)6+QId+fWHs6nkz`~NwhSF0w?xmB0AP#kpW#rhT=n0zsTMa+|83jdPW)A
z!JhyQpqc;^`n4Cx31rZh@DY*HyOG;)|0S9ovKBa;&MFN`*YiWrJiv6yVE=>+Wx@CN
zV64H|G(OAv?_;ohN1!n#u}$()u$p9O?$BoClRHs#n7CLt_hCDcpbv<|ti(q+zQ<^5
zUF*RI)k(T}*)MU#S~xc)f_VXHxddkq*PUca&+WNOR{*ZAXuT*y6;yQA`+Qwg#vyoM
z038D)Xc;=XBcQ!n)@9@|=-F<4Czv>9=i-k$%^P?Y!~g7t=1z>lt|YZzii|=;N*K5j
z5@J@?68s<a81ytXS)w3nG5wkb_n660=rXeNj&`7cDDN>+orc(4kN4Zt&%#B>Kq$!6
z1O_VoV*HeokcYdEaK6j?k{;IwTx5d3Nx`R_)%!0WJ{smYko6&>wW<Vtk(UF_P!}Rs
zEk6bb$um+!dZU)@*5w74{!!*GW-wU9?JiV=!Sw04hZ&4f)Q%|h<T74co;s(m;Vo8J
zV6AMpGCCk182hQhFC!j9?*;YdbfU^r$2!T+V_4p7pV?h78-9(<y?p1z6)g?Hut2R)
z1s-nIXMb`peVNHIW=fViCM>i*j&uEiQT#1t4A;=t-Y6{lPshSH1Y7pH@ogFr8YV@A
z-YLnsxAMpKE?MU4D>;`@_KzB(lW;)v`WYA4ByP&<RbzJqBG3Zhk8TIS3ptBX_1G|r
zAX7@dJ=Yvw_SWIdIaFL|#LZ~K#e%k`$Stw-;C4*t846>Um_V=Y3Eai15*XNDzV77a
zGaw+C<j`N4xLw+BTz`j$R)wE+YdzT{>>NP-lEQX5ssq0M@mYW(lp!C@vCodNO9Y1i
zf>vH7%6DKpt)@}z3DN(AS&T%Ij0O;YRW1UHzKp;u1IP<HymVj@jn;-O!GBPqbp85w
z<I)7XF}i9&tjsC7(*5V81!Ld&lN`fH5+|1^sp&Y>GIS>tabYm(nT6@b?cyHrkt>nl
z<37C@$xT&Poodt2Np0HH+#V)2<@nJK#i}%g7P7mF%MRZBooGc1TJ34m+1|;`ZQcLn
z`<>=}f)DW>(-sUyf%34w(`N#5f><bBMk(66zuC+vYrJHFF9zeiGxSU1{ZM&Z>dinc
z4HoL$iglo4d()Vv*4MNYoZGq-l^(P7jDn3RX>NY~?%hoi4vf<%#NuwARbm!0!-<N&
zib%qxa>084t?^0l>$<2UgjombpTzkVkOb1FX!vE@F*OV71+0l{VP)yS*jLZZUzDhU
zOOz<Py%7y3bO)GE-`HuyA7a35LiPw_Y>3e3>%BsT?g%(8VzW%)uyAADcDnlDEE!l9
zmUGWl<aqHAMF+<|h1C)ta$ZT`jgH2~aSV2K$z?1v280vs7}MZ6`UO9<d?TBEk8cnB
z%C;C#VuN&^*Vqurewb{!$6>b5aald~WH7Yv0z`ZW0d75wqbx0zn>lW9nJ-g3n;RUO
zB4}6J{$K1I`vfC8Op-y1<7mVwzCS&kRBL5{L_*<!@mbNt6vlA6!_+I6pQhg8`oH<J
z@@8BGfjn*C5U$uDpLr|m<9cqU^^0tqoR@bqbMM^AxP9Bk`nHYDY+FrhO>-?S$l2aK
z=mCxUDk5<gWK))05QMaxOyeug^G{(Tb}$2tc@t)BpINstC0-$6c1}11YNJ=AG%>}$
zzRC9Jy#Ae*{420FrHEVAPiJOCy?$S*^?&VoNAUK+tFnM^-|F0a%O;prJ+VgjC5p-%
z`Oj_|UC!yd9crd_l<URbJdJ3+${*ZvlASs?wA26j&*;B*-!{DM8kqOL)6*i_PTg$A
zJFqSwA1ILL{DYj%uv`=jjkz}kjgNtab>7V?x~6y)!N8!0f=pUo;&X%6a+h4@Xt*c$
ztopfpl;z~`lsWIa!^!RwiULs^Nzn?@`w1O%=cO4QIonuB^BW!N{Y;rBtA4vkM<*%5
zi_xuw2gy}(P7lxRUYYo2PWrqYGv@Wcn6_iUCDuNiw?q2n5t|+0Kc>HI=Mr?YlTrOY
z37e-MIeBmBw-nW9ZSv3}e61>!J~@(&<iLHsZp-TB{Yui^pIv4umIK;0ySU}ImRc;p
z@zv6({<tDhAn}ge&Yd}=0VI-JR)8VDzUjXQ)jlcbPC6G?0F_$WY6spesT3cuK3{g!
zr$2png;5)_OF${%VDjV+nn?>hIKYbve?PPPFSD@@<nWOn-yhXp&wg~%^~Zaq&%aHp
zH5O{hov#(`;o_G5sb0iMs~_p<IQfk8v^*u{=PSY{0!+uE{cT{g0;XpvhHc=Dlk-me
zSnF2*-a?FwS>Ig!R{kG2u6Tom<Q|p$xm7^c%>kR{fDz?qk#u6-=`Q<mIXPcUN}mY*
zDaIV>$>thk<4yZ3-_<;!a0IDMOquRndgzrd%GuJCP$%Qu=N?odBK$EJX<;O1*-6v0
zwMm+UV^IknANPh-uHS#d_gR-_s_5exwo#JEKO1=X>*ZGS?!jl=?%q~7oI1Ca8@_)8
z*J(c94VY=zUwiz?Oebi4vElh%7mw0W*LFOY*BCtw+Lux0J27TRVT}66bd{vq=lw{|
zhg^ujr6OQuG;G-<O^=8~SfM9${4B?@8?Xw5R3|(uGWFlk@68WWjh2CcgL%fBaTy9+
z<XzCJuy*NaGd&}D`ta28n^+h`xFGEuC&n1t4z~d%_HIvUU<NUdk__+G7Vl@$&x*{n
z=jk{ER}nDXsh~`qvZ8c#Qj4NZ^$`4{Q+DfRYWs?0y$*2Rbu4wR+Bs0+ZjOyob&|Gm
zog_w``wC59yeQiRlr1T6Z0n=x@kAeiFXoP{de)J>Y~n~7N)sckg|sGKxVxj*g|P;H
zcBkvx@Eb?P92D$t>AUrcrH9Z~F9t>MBYcg!Fn|&0dzUH$2f|cz+w~Y-px;{Srh=IG
zRJF%JQV_ydHn2tKvpLAKWS~hA?C<bOC!FZhq#o0v`q)e9*#g1^lwLsCU@?b`+_Ds~
zE|Ns9%Lfs+`LtxB4ll^Fb~>C$LcKC)2kMOwy8AAP#8$x}P6IDPo1~z2A%T56g%CSy
zy_^$+wfdY;u50>adsgfVg6RA4br+%P7tbHwK9}0(G8Z;{#2VJmr~=W9+gCluHu{50
z>QQf=EQ~iArVndHRK(gbbA>+RSkTtq&Y1~(FY#@Pf7PFN2`N4;TF|02G6^1CVKPCX
z(5L2g(7V@yl&HS3b(K2u9Bt%YvcL7ypJfZf$(bEFF$&8GUL;+&Meo6|v#XkEoLNHf
zoLEJAF!i16%)-^n3#R#r@$_Mrd!t-CjOBL#+4<F$rOgtO?lgiSjng4e_SZ546JDlW
zKr9o+=w7cZ+N3PnruCF=k<@MT_aYs9m&Z(x%~Kt--R-&b#cyYHfZVg)f9SX3spzdS
zhsh*m8<Uf<7ipDFc1oMGaluxRj=nh^+xD)n-hcY}z&G=yrtnqI2+W848@9LbNO%u9
zy|4PjpR?vE3ghz69A5`X(NH(wzt)PDuK&8zqFeU1DDk;Y*=$o)9<FWj`~z-(>w#ZV
zx3+bhJg9mE%`?+A&v>;h-#rrw&*LAzsbG0JYDeRPUR*ok?RZc~(uofW)wcj;D7$Uz
zv+R|I+z+Cq=ec(Np0FC_yAXPrR}@}7!hXVIYChq5c=f~d)w;&=l_wUVCBE+rZoc7P
zo~DXzIt`y|yfST;hD?2oGT4e)$JkOxJwN%r=V>gSJGHdJ<MTD4?diOZG%f4i<cptQ
z{oXCXCAQ(I89^NuMu#aU53S77W)RGj_MU$&9sh`05v<W?p6Q)d*6+fADseFdU48%m
z?0%<xALN$qylIKOn}qhb(u?t2r9=e3CX+39a3fmzJ=HhIE^q$VhjHW*2=JH>SmO?O
zaV_^n-<JQ-u}k1a%3L8XTkBx&<1d=$-NS>DW$L5tHLH{s^1-RQ)ZfoNaN(POk+${Q
zNBmxtrM1VOZR@E&eBV!p2~oP(vT%W0V})BH=MSnGPvNQ_{`t_b$KT73Ou3xH_A0qS
z0t&6`z*sIE*j)B-{?JnO@zz!M5-_0xBhtHf19omsH{c8uaPtAmT+t_WFc!0OI6D`B
z0_~h@PV`sl(`Z-=&?jyVVFpCM!*(*^^nbXk9AZlRprsnh4o(NM-V$;!%rKGXkUtAY
zw+pTS=vQ}&4+->%_fwC6)E+U8rSG8NDac9fjTj0T!cpz;xNtiPxHI@2a8X7U2AMGR
z5OTg(L_2e=w&@<+tRc1@9B}ayjG6isGD$e^t4lEmN1$DZAIh&}fBqKXnp4Qt6ot$Z
z0eKqxZ|7rC?1p*>28D4o<yC<!Z}y~veb+oOE1^CU7yhuM%e@;75|dNHKI-COVfIBz
z(_5_YKLi3)!m;Zr{5+;R@-9nwoRoN_<=Ow@`%XO>kg<bjj+vfR(aecnvfGo-$;bu2
zQzhXKb#-uOz5C<z;u_`8-_CV>PXpr-zv_Q{YX7BkmY+r1+|;gV^!E<hYo|W{5c6w1
zr~pM|>UfNjgg9vFWP)N69=2DVtp+2ayN?Z<yXGp<>yjI9zn<`~7jGFhh93{xiNAW0
zq@xl1WJ9~8HpkE7puQzwax=s0(Wcjit%s<F6Y~56q^9GpO--;|W|*1K@#h*yxhj*b
zI}DE_>s=;4{s<!zav8%%jAm5~Xs6(y<UFpK8{l7Vx5F1XeVW*NIZbz1rPlF6Y8OLq
zH-~~9ZQa%K7!Qt%OUQ_e-tjRmQX6^q7eqsSRGsaEKdJsF&f*zi%FwQFbQQwyFBejK
zuBakP(O?cvI%m9gZMEL|@b0M9luqbnuSMY#acsSJ%q#cA+%?DVF*8bY!RXn|{Ubxk
z-WRWBX@;xoqLkI~4{y4M+e>|U-BX@><QL9{Bp<}%`h7|ebA^Au@oql$I{qp`$ZMt6
zRTI8ks#V%eUdmS~J$h>Bi$ZWGRCr|A^RrzN{uz1rV-)S>u|&?^A!jFaXFrU)sq2JB
zpc1OLDo^wYv@j9%WPVV<o>bsoar2|T&#5+`*(f*@7Z{L2!LFh}vRsPsyUE}8>GkES
zStBM=VRFy*wTrewCW(R9;CnhZCyyW{%iB+KJ~eKdG;SItHi^k>Hd{~o<kv6Q_#FM1
z-~ZaPQIs%c##bjgt4d3iePGI`CYiA2*t17Oc3yad5Brc4rb5CAoTNcNw)GET*3VR*
z5Ioz%Y*Cqip~&l-0y#gLxZHRx?A$B4GW)mR(r^4Wd27<(H*VaD=#<-Zq%tidKV}}`
zdGXuewloK_ZwJr)`|lnyQtcB74>f}pKa9T>1Nr=}a)z)TJ*Iu@oPMY=$h(Y?;QcQV
z6O78WLzw=WC_qh{$h{wGaHN|;{>XdOF3%p1GZ#xPXbGU^^Zvl}ObqHoJ+OV<`l`HO
zaM~O*@im*B`P=fcn2yi<q>>qJZAgvgw>*r&9Wjv!xNz!AISh4i*S7Uw<~Jtvc%bNg
zmX@#meMjGW{xVN81g`JGD}oVWVoucji=QxVh`1RIN3*iZ+n+GX@-%2WoOB-ri6lcm
zR-iukjw_RD*i<Fg@#6BZa6}K0@a>X=n54ow{UY|cfews>eN<+k<ITrV*pNZ+WG%Ss
zhj&YrXI3T~ytp<iZ3p&W#p$as_l|N6`<voYVCylD6xc;^D8%f-vw{#ergRg*<l}}W
z<H=AZA{45GTZy7EOM(J6hEWG!y+N+dAD*Me_gTT@Wunsn3%C0rGUQ!qml_qPf!Yv%
z&+E$#8+91O>&hF&=@n*}f+dYhBu@r}YCpkFq|bqyo($CSW~qg<)<IdD1>CqKV{N_V
zU<0sDt$wxcIcP6N9?}`x&Q=uxaQ+v_Kpdl!gQdN&qrxS4@xT{_Le}r>!VB0S`ho`h
zFfKfbA7BF7c^%{^jOQ`Z{m_!j&S9er`u=!?3@j4aZ%LoV_smT1JR2y&j7CaR^yP6C
z6E&2man2})*0W1#b5Imd=e0}Jj^rNqaC{8$Kh8<?SrlZQo`d7iPO*c9e)xn4-kcGB
zb^)uUd?h&P=HL^<b1o;p7GFTnV15u=(3+%|vOU9Ad=rM?%HOZ`4hg9*)Ye~%P(BN~
z0vaG5cbf0;{oZ`M|0lL-wdEb^5aY*W(7^`y^XQ!z;x~{5;)|cJt_!}eDzctY>HO-o
zd(CV2!3hYp!_}Q-B56+5_ube3*6zRbel*N^AlrDS6rcaNf5K%tgx!!elUTAn;x5gj
z_1KR^nkSmpb#q<>l0WnYqGx26^HnB8o_wWa7d@vfcwnrNO+shQdxC;ni!V67OJsSi
z^k_Lqr=q^RZ=jPn17v=*WWv#6yYCH8`WuUM*DvX=ia=EM%|D*7TuU41?%AF=^dp-p
z2A-b7aP5jF2Bq{i8|Bq|DRI$JDojaT2(VhIo|^ihVb}BNskD+eIsX;+6(h*eYP1IG
z<F=G@<CC2y-16gOm8-05u(uyCM!wd%c=fyE{mUf}y!H%k{7P38ZOv!yMD0JcJw2^B
zI+PLkzGn+dZsGeWx;=H8<;?TVciyKAUAQ#BW4>`l_M}hUV|@x^KI*X1m|exr^3(yq
zaCf#t{O9qst}Ak5cedev?j@{W=S3eTzw~arV!R_-zw^LmbmrUrHuFCIEM)ilb2L`A
zSqExQ`n}(*1yKUR%tA6;u%WlnZHzVCdRcrEpR8nPRqtk>Wxw%!N@K*_-LO67-@IdW
zQQdn+m_iB&7A#(#m7uk^t^RT5Z{143)H=Mc+WZywg5<nh6nm`ul=><zo#1`HVv`$`
zt}%7jeZs`aa*$l@zMv35k6C0&8%GeK9D3*!q5c1pi1_xo?vd%uELJ%l?1YlL5sn4R
zH8&~Pb^kjQf5)A28Q&t`{oVX=Oms5Ed1u|~Oge4okicfu_8*zx`W^?wleNdQcU!iF
z=aJ<<!<L-qk+RxHKx>J_k$cj1F+bJ!7M?r4A4b|yy2cLe*3`G*t<HoMn%yQ$@HX&s
z1Uz+q)uC=ZyZ-k6dRaMvhBZ2I_88n56sR3GckQ2@Mg3u5peO1n;@s%g><|bTeYE@v
z*vSYI|1H7u=a5O)#}U<G#j5#wZxyVtAN~{S#f+)ed{eC%SFIgSn~eXr{;atCfZBeH
zG;KMz)XF!Eu|ApuNraA%$4F(+A$~x?8a2JIX50zz|J#%&n}h4<lJoDv^bf=TRjrZp
zae*&5e8mw3Dv$$UE<(lJtRMJ-pX1nNgka9H{~hb(WxhbPD9(MQ>OXPMauK;?lXE^j
z<Qvl;2Tx}9SYM~f0Ysb*6NBCr{)%SrlcK}XU4j9BdPKrTbzH}OCF~y<L7@fMsI<|!
z;t=IEz{i~loIs{9FKl~jam6!+8v`f!K(`Ys3Hva%pD;FUa4%f^gM8-Q=r^zs>lcF1
z!wL<x54G~Xc0T@&?$nW;`MKxE1gmt_?>Ca)y%)P_tNGCGcm>b+(&IPb#y8HhW$%<&
z9h}46-Tg81@=HajF$$X5nVF`S8S%y!`grpF&Ze@5Ea(M{VfeO_>`qBwv7`8oVqes^
z@5o2>1uetUU-pClI{f5R{JY}!N+bBIXiH}8%z$d2=}X`IGF(HLcS~4c_5D8vFOO_W
z54c`#RrS!G$&lVDkR5ziZedr(8|9agGau)X;rES0ol<w@3{Yq|LuDBCpDPMT>c8$W
zK_V;px>e;J@ag#%$n@7;m<IAdZ^8Jz67F*<HB#;+s@a9;2UZgr%g8E3+?E6_?;SNU
zyX|M!XSkO9y_j4bpNzu67k2`Gjy@B)e(QcVShvgvAz<5o(=_xN1B*M%>N-vEcoBxw
z!WU1=j9LxO>sA#y{umgHVXL1NrlJGfbxI3a4|?m4R`)seLPqcHXCB@$?(gGM^7!wZ
z*4w+)H7qkDp2qrIyi(z#n?!1~Eojj*RMGUEHKGSH-kdBNAx=w;(Oq0dLQ0`xfoP7K
zJ2Bkh^{$kz&zF9VnC)%W89RCj8DkWZs1x#kW9=b-)9lHFzjMeH!d(jz{JQ{+lrVfa
zuhxl4`uzez&96rT>v(<6E_^0T#qsD~JHReTsL@E~H-GB@)#?HRZ3IHqEAo<-DU*{a
zJ9Dn=+_|zj2NL$WJ4-hLCPk?*q2^Z^SfLZt387y)7zzZyqMr>GAA=C;3H)-gvuk+c
zQqiY*>3&guxb#?C(`zL0UB|3J9zV~ekL-;Pubyz$c#<!0die`~y2<Htvi#2p)`(+~
zZi!!gx80;~>&ATwm$2}btv~J86C*X0xh4JTX~vO(bSVv_(Eg*%eaR7{g?p4<-)}!?
zYAM=n>UoMCGI8}&je%BtvG}|G2|JGvxRj5Ve)icbpl;bZij-~;qf7eB@Y)kgIsUkg
z)^RvN=uCHhK!Yy*Eyd13J><>>7n>4zlb-ax{U~O+Z5X?(lxYD~%L!SptizF_X2U4k
zvpPp2l&<e>$Mf&&HrpBIyVPbv7c!S~w0$?{7zxQ&KFb+Bed?&QgIigo!pn|_`WxhT
zvl2Tgpi^NiQ<9qBRNGMcrlGpAgb~COM5Jlr{DAH{qPH0JDmX1N)j}Q?U0fbRhnbMs
zh>U=~1}0T=C@|4-0Y8OZ{bh)Lr+_3?Ps!PXn(yyHMXOQTGg#AbbWGrsI(wD^@WP>D
zPP@<xFGJDbt`zT}7<jt_L+91chM`LUcd3C3XwhB<PWbc&-Wz79qkdDD8R@{PGX(Bu
z60iX#{U|AzJr78{m_v+7q2`dg5jfq+7)6qPEK;4R0|Dazf%s?HB7r$f!q-@t(Fjup
z3SE^$Ka3v+x;bahBsxQ?B5^46p+0MyK=rSE9BGms<9+ky{W}aNtXT~`Zb!uL!gYk_
zSXu4;*mj}l-Ogld4({t47q(?4q;HB;SaY2IqvQywoKIQp#vuO7TSS_=NKxo$^c5UV
z3v|0sAmRk;$-`lvh~WD@Q5DLeZ19$ezdG1l5k7X(1D4Q;&_=>SP=a&O@-B+k0trHo
z+E+5fe@4|A4V`>!IQWLE`s$bBA8~?iE*)nhV^Z>(*8Qp^`SjOsv-ZP2eDH}8<m7Va
z_l6DYw+o4<H(J+to4sm+rUEZ}_RoJyDQlQcnoxxJq$cJ5Mg&rwI|?fdJcLUwxgVt5
z)Gkb(+m;QP9Mw@7(N_CXx42=;#)(X7RO4xNT%{uuzVg_U;6-%$5%-Cp{Zg6^ZYP$S
zmi8yx;I84cuhx=|SWIv7h29Z$E|Ad`=?plzih0W3UQVy^l$4u%1WT~{`uTNgI#*+a
zd}4fm7thr<6J1Yzyg5@$Pa?A~nFKqX-Xj_8bOusvG=en*H8No$DTm31EibQb%@rS*
zkA)x-4z2Vz&%dX`{Bwn@FXb#Tx5I}{#7<tj<LpzJUtH{Gd-dW~h3ky=26Rhc%D#Ak
z#S=}ZPkdl|+jQ&+JVCLbm(ljD(dN4InpZ$cry6?@W_)G?p(#T)XQ>mn{65?`n<rDB
zYfr)EeD8W~)ftq3<93nk${cEFa6{4BU6>cLfV{N*n;kP>VKo~{sHU(Pl=99xt|qt-
zX^6@$oc&qYHO)k8CqgYtSJyuUbly~3Y}m>jZ+qu1#q^-R+G{kX@Eh;Sg{*kIX~X+7
z9j7HvG2qz@tM$icA!*qDBj+?tbRQ?b&FRvwwSAakf3sca#?%tPiNtqY(X5KHYa4Z{
ziM?~@yllmm4lU0g54@PbGGZ#WGW5>ov;-s)@Ku?xLi5h$XH5v8-E$<1`$3wkcBlXN
zzhK_9B``)$B@zZmIC70*c%6oS(aGRaRsT{2pT1|UKhN*}82Px>m4vfy0X6_yJ8iCW
zoOUo_LJORK-gc*9Ki$=fvKnK>h2QQOx56EDKK|T+(c+-aod#YOS*=4%kyyx4|6!f#
zm9|P&s{KMt{BcTO(Xb4e@PpH}cZSE664lnT<X)8o;sz4bj;nWOhYo>lw7Awvo-OX-
z1Ny5o4qzh|tQ~+S7K7bP7S3E8;g&8#L4LeI%`eD0#8|dd^!5So3wxbI0e(q=+yTg9
zwKG>JQOx0PYoHUL7o$ucF7K}<LF*iw^7OCC$R^{N*uc(-{Vfn7KebhGW;~~0g%2?`
zAC{jrm1P5L=^zc?4@LGvnK6*YM%45jhKh4QhuI}eQ{h^NkuNdoGW)<OXbFRaqU$%J
z1Ri&c#HFo<&m)(dxM;ebU3B@JBH`8|e=a)kw6HO@G7SQ;C@4MP)K0t-4^6(0Ot_hb
z18!Aueps?Dv0miZop6R}ui;5pdGuGo01Zc3D^EL=s=9!%Sn}iK?&(5>_nMq!^kRxp
zWW2R{TAbvyO7#wSJlWth02VW2Bw4~y>uBsm*B|oEVE4y$NeSc|JslCJ#jd3_s)WZU
zqwiM9<?qEbEBrkjkIB9G1*lpwQcGGKQ7SwLa|pYt9GP*`I^#v|0?gpyJuRIypwOIP
zlN4_a>}P~9?DN)?V!O7%+tUNJxt?;+;K1qn?z<qNiAhnXQDpUs5uo=pw**wRc-8*=
zFriTK<$TTP`QVzau(v-$T89qYN@+f~i3w8VESW#oOvtw!$shib;2z?b@`UE=VgRqh
z7Y?#b2OQhl+wc=<Q>owB^yet;GI7%sMr#<*JGeTyV0$mg#VVhAoa65jdps(eb4tas
zJ!IT{8uIB*FUE^>nF}(&n0#WGAUEmbRQ`x6Pw32sh@ncAvwV4kjv_@w&pe9!dp0f{
zcDwJ4ThlKc(XCoCq3J{fvOXHc9>WwpKdk`K4^#c|;EW)A!$$_Bilm!nBzc}}WG81W
zyCudm!6|KzasAFWyk~ze#56Fhe%;uH*DIW<>3WfvPa4$xYgz3wR2+PrJAq`|g^>ig
zh<}DV2y4OF;Uj#3EbAc#L2Gv-tmlL0=Tc_DoBc%^@i3@FSe%T;04hmWKb#{18EgBU
z1lQmvLgR6P{%|VXC}EwDxK2pe5Y~8^fwTYlzWVISV712Anql=44?!bHY`M&957RZF
z`9@}IU4w)H8rYZKGXRx?CH-wHfyM70@4}DNX?b2U-_%Z|tFB%8jaH$x-v@%D`D_31
z;?pw2Ps-m$Lpt*-z<c)IVjjxB6SGc-C$|AV<1?~h1a$m{0h!(tYfq-n)d6+kI$M*y
zyOmpNyLnoTKQXGWT-QZ}%|T884p&LJ`<lZ&cg>_Is*J<rq6gxOtmM7O?W<27Mb&hQ
zs#H9hM`pBn$RJ=hbn;ZBXWqYxyZ^X50<IzLPViN$TI15EUXZz9H`4UJ8?%ylkk4s(
z`|h^~swoXNPb*iJc6OdFe{Kuf_`8e@C8ak7&<<bDQrqOh59%~?!w*M?UV0s`4=ulM
z_1>I!BqWRE-nMyMRP>XY;VVBezFZqHzi~uQX7Q#$7j2c@cjaEWv0rD6ZO7DrILtQu
zG5~)7E6XVWme9LT-|=rNE&Ab-4{KzDE*KMlP>6exiz^12g!(RBDRidYd;nw2Q!V^N
zGdk8kbr9*+*g2tBfT{wG(F3RWNFYCn8F|sbW)P-BMV|uQ)BJk(s{W)6+C1TpHqiUC
ztdDBH0M_`hHX?;FrN#}7ftF1eou=kj{urnMhE&!_3B-9aP>5{y?Rf%15L!rqr+J_f
zYew&3xPY62(kSmJll~~;n(8|&gG2s5IaR?k|1oE#x;j`GapA#Ey&X6{VR!-O0%In8
zC}8^dPYsDZVFK(VCK}3eyre=F!B&Ps8vAP|{A^xoEzGYMW1@|G`-l~x)6erZ^Kj%t
zC^B?d!_Wu#I5uzC;sELh17l|lQg`Zt_cz1j?PZwM^^|xH?VJ?TJRr7w4FZ?^Bmd);
zL?hgcb3oS@a0TbFi3N5HK!qYhiJ)2LY<E!V<0xaDVs~f-hh)4z@v*%{;x&nr3)0=j
zEK*E!bJ@MIS;qADB4s&hYgxtlBE93}A+|8CXrQNf_K(7>4gI1uHM+9z1TvRNA}OMG
zsQXu>^HOuW;ALfZn|?CxLQBUvx>zkf6<4|sjxDOHg`7JV{!(G$UV{HE9&O%m1?>qX
z%#zIx$2)?d08N()@B4~>nu(G*p?<NKv-|vr{D3>u;0j$JN$k{8hws@X9U)OoAwf-U
zF>P)kys83wiXv;LuQ;<N%*h_65r6e+226I|M#E2sCssDeC~sF#I#`ECGdDi>v!rD9
zr|!>h99^%CS`3il14-6{ILS3l-hIz#ZK(d{htv?2MHf;RiCl4JZJn7S|HZ{8<Hh8f
z$F0*J*Y>2I_grwka72e$L0RgvgpX89C+*BXNpRS~*-;oT74LldxvsJpT3DR$wkEx^
z(dGJVyY%eTxh=tmpLNwvO_wIjzK*MtjzD^+NY2>GY^qIoS||McY$x_%AodS~x=_Jf
ztW8lb8&PArKpsN??&hlZi_PqLoU<}iJ&V{@wZbG^{d<Ex*+ZztW$;qHUVP%vXPxg(
z>*eb<r@>{9s2sED71LzvfBh5eDKQ###7^2$tm8$zM~sR^7rkCIK($T*JB$)3OeXXy
z3+~&B*|)pYYxY0%ThLqB2kjS)Tex-~JPgu{3)f5#bvZHxJ>t=`0iCmghu;N{b&rO3
zfiu{g+1{8EB@lu>Wn=6aRRtCs=T~5YcB#g(A>*ie{Y6<z4rUBke?G*6FHX+<Oj**;
zvV@=I$>G<8k6$T-Ph~ZZtL*-eCliL+OtX*gZS3HZK{J$BFNU%kZ$%CN_18AHWqTRa
zNbjtbwl)1-<NrKMru^{8jl>1cuNkFq(MX>xQjRJ8F}a>uK!4d5-WC3Aw%*pPLbDTM
zpqWeT!sFV_t#vH{CCBo{Oe8NzDPF9K00!I}g?e&tpS_8~q1N$<gGeD*cz+kh(&{D1
zVwMRh;wrv<o4O~w{)nS&`Y^w>GTVR(7v)Ip$0(QnTje5XC<8kf6(02rXD_jXH~H9R
zM~dn`zvxyI5SY;{Dhik!>>*&B$x9>>ydO~W;fMS}Wc1hH*W!H`78w3L%}=Kf@i%qB
zc7YCVVB~#Omsv~P5D25O$bOo=7{ipV_%1X)bVQZpj)Aa7s_nq<v@*S(xV9_%S!)4U
z*%UN>i)8w6`m)8z;Bf+W4PwWut<-1L7?uVbmUj3t<92>Nx!>5qPkBzvBv6~BO^$2l
zlq4A~X!2?y-c*sEY_FJ&+9kv<t{XfISNx!x16Mq(&@sz_Ll3%k?d^S;7Q49n2@B90
zDPHfg)d9+ah<{2@y&|SztPzUf?H=9R8yf%6b*8kxb0UHZf{0^svOl|d3gW;C>oyGz
zzNU*(yhxANJ#93-oa|_2WXKcMHGt2L_CV1?I_DC)zB6p{X@`|;w)&+@d|l00@iu*=
zzO3>0Ab_*{(PNQyG0ktk&VOBPnwV=F6AP?T`IDsbC-OYyp$R$IVsY<pf66@xOi4oP
zb*|$E;3$~kIV7ZTY`=^ZDE-uqHDurpyb+`PQAmgeX2xkQL>#H?;mOy#U3`?N;9qCw
z^nbVHo%@<dVw5vmK5OdrnFeA=U(B=9^O@-?PB^QGY-COS6pF4l(`w&m-K_bXYTfkR
z{~ZLAm#-75u|FZYsAnmCmP=W*)9Cr{B95O$3+Jp=4EOkG>jH;#iz&sJ+U1>LkAQ3I
zh!R&zjv4oaaEq|FHaD^?cAn*l&BWBIzYIFFL_0x=8p~aIT_(%;NEGAMwh>sX?)IfA
zCVf(d7IEUzlW#T%lZmf$#ow}=Z;5Zvc~A~^06yF9Ur|r!sY7T7WlpmLGohLQCg<+P
zw(cr(hnzDCL(c??E`ezBEk&uJ)hBOWl`G_XKp5!R;_T95amAan=|dQSb-3WWqd!aH
zEhR7t7L4x9KprdsCacg?B9sId@hX-@FGC}degzOd{fxO86ap9|HCc>X=^tYM;K*C^
z$X1Z<46-n`>|&&%4;JS2;hT%D5mUErT!e+TO@*u}@0*(9&lKyzwhu%73DtcSFQ8>>
zeID}~G0Sz=(7Lq`M$Wcw>?U6SwTN8FR|p6nNrit|(Xr&Q9<@)r|0}dVX}RU~UvAhI
zV!mgB0K-e`vl^C^H3a1qof3q-`#hu_yt9~cH*|YAWGf5=cQE0*FKGu&v&RcxKT|0K
zWw*hGr%0}qGT&n)=Ow23p`s>7BzK#cr##=h?(5W~ii3Ms(|-BMR5+hG;`s76ybD;c
zv><C4FW&&~>}gT)Pc&c-8Ivc2)h?LAs>&b7ucO}T$&3Na37Ih5$b6BV0I*mO!@--n
znew!cX8)N2+Rl=7dFPP^74(5!$G?!)-iBMiwI=BRTtXj-&`h9r%z4K4vqkE0{zv8W
zz=(AXaKHIP!6ugEx}&U~#I)-J${B!-5ecomC+l_X8vjd2u&{RUN1_o9?a`k7?T64S
znsE={A|a{wk-QU8(YhH&FLxynAmlU{d2x7>_=Asu4c!UXMFATu8lgzDbEZT&kFf&#
zjLcIxIt;Ks+odwPiaqN(H!Y^@22zcA#;xEo6_3-!8lcoSbh+R+N{w~oF|28Z{qx8w
zBJ^dpBV3#^ayt4Ztd}bZCof(CvNCS0Y{TY3MsXy@Z-&6)A3ey{u@5FB)HeM8t04Ap
z^QZ9X{SH{I9v>rGSBG6N-{tDLu8JG-ddfwB^#!w!>F3nv4swn-QTd5eSdWVUx~uKb
zkc(Hi+#pj^Q5&N8<SPzh#?jikI@bvAAD908&iWx}qfAVg2rU&RG5U8g5Lg#78hY-#
zZ(H9ARdvi8=e?)a*XSu@G-ZJMKIpv_IrU*(7($DnBzF0HPJ6W_jYTCpW<b{3rRd;&
zbXo>1f$E(RgdzD+P6D=z5Y<Isz(S9sYzPcpFY`wW?F01!lZ}}2!_Lm@@cBE&#T&oZ
zjqS;_BzbE1sfy~Pa~ArXJP~{4ltdBFs73sQjF6$(N%4{RKr(Q(p5@cx<`79H!(&^Z
z`Z?oyAwMvUvuagD(VRWbloSMo`1_vlgAeLM=R_YrT3Sm8#>#|064<8?pRfW5M}?Vg
zS5j1d{VVpxuGS|B;&%j(@1p9|ZV)Z-93NSm3d$D6qYneDtet*amTw5(bM&hA!q=)?
zsJEgoAJDyg3*KZh7hp7h{5-G?4Wd?OdbYX)%Wf2iDs%jOwhJ#Fzs7Rc0M$RCcfI9$
zfN1H)PG;L}O4p4K?hW^v3(p_;jo<%$%Q<_X5bD;S%00|df%f5Kt+W8h&RKa{d-<7B
z0)0SdLaE8s7=Hcx-tO_~JmObDBkptVYddH}%xUVpf88D+OsPFcv{m@1)ZZ$1C@02b
zl4o--U;|7KwgU+{>0x4G^AzmWG~UoI;R4a<z+@6sk0ODhDmYnKKg$<CN{Kjgaoy_^
z4S=NCJ5j~DOUOTZvAX@7@Y7#(<B=89Ga)^yo{rjw0Ry1c5^+K1X^d?*@XanDSI()D
z-~n$7>fTD^ju}2s?Rk*-w65_DM)c-knA5J@SJ$??O_VmHa*EsnlDaoxVynIV5mRnM
zo2q_K{dM@A>bLh{);4S-08A1?)!)z4NOO*#TX1tF0cP6!)e`*S%|1&|kG}WkL_)93
zBek?>4o<aSpSy3w-<GCz&JG>}d)o^CA>m5kkpdNzuc;0&6ug_ZzVW6e0yUYRG}a#5
z3=E|zG;=^K7pIw*fc*X2dw3f5(c}L>3vXovu2_nS?|^gMXE+4jkqrn&`H`|}fa(W8
z$u0dc_A`>iM#f}_4875LKyM$(6rEiGy_kesQFCkriy|-4tJ`qVP1Tr5&1u#hy$Gbn
zz%Km+w&EoV=({8nazv<bZ{`)Bhg9@sdxWe$!$aWrt@rf?QmV*9B9{PTMF1j7-atCC
z30o1t{(wqHwKv_tp~(2|L+IALF6avTnjik<8-;OcU>?cGOX<ooSwg-6v0#B{rtW%2
z)K{ZRn$UL4D;py6FVFGuc1K5dzwtxQv%h?bnrB|k5+I{ak{L-cPvb$p*5nNxMv{Ah
zJv`&1WIx4T@w{4QR_>*9S6uCmDl{}dsH(NJ%2!va2e`S<k#^?OuH!@1D=YnXh<{74
z&?}-d>S1J*JC6ng9~r?9nU`1n{!Ld;<Q5t--#))HNumDw(R2KDm+h&q?}Cyp>dlj<
z3)|a%lG*H13;4i^bXZ`AyIt<nuEKxGVZ832y;FAg=DbH`PEzx|nybAE3cVV?o}X2z
z7}KtqQ3|f_^DO{rl_{FH73rbTN=YrLdY^RNWbuUKqM`5NUhGQBy+TY$GPOqhZ!LPi
z9KCOXP1=Pcg}4vNgqN|XR~2rsuqQp3>5{leT)jokufx1oDE53UE&&EwyK48;&7Oek
znK|Eoolw>vzO}CkA_yVos=TmhA-eV(%D<>tQ$x1})88&0#6u?v9AwE;Uv<u`k>4g?
z?}XnhqU)0thXj=Lmy<e1YQV@bQ*YLHyMi?IyC38k00l3)ez)Nm`7lQ%?RKh9nn?9F
zm6y<bCiPjR6_tK(rSp{X=Q$kh5DIcsjc#V_5se?)qOLnfvHmEX<f5U<%<qv-+>?!3
zFIx{zXm+`u{$-YR?;Z_wX1P$ofC_&4Nck~JR4+p$XhfAx^%|q;$>aVdbQM3f1-90B
z0g+>0;zDiLh1#eKwTunG_h?z-Q&8jF{0tGti->#DYjDxg@;l=6TZ<!bPtX5Y`Mzp7
zKcSrPF@pwJH!XYUmZ01j>sMZ~r|&~(=B8923j*JW^-|0rM&1jM;8@A|#g~lULSTCT
z(te)Me^(7lry@J2ZD1QU=L{k<A*pqXww@T7g`D9-z%+q>Zr#y(K@C@ee=MB(QK)}8
zfCXSa^vyZrKQGq>e0zwAes&0@zh$?r_VB!JHD*d+Xb2PMb>ra_p@85gw7nWKk0c@L
zc{^|a*CTbI7@-ZByKilQ#UcyVv~ymUl<XR%wC+#)<~AQ~B6SWIw{me;C|$0(w7vao
z&9=bhjr8{|J1ehGrDSVW*EFVOX6+Iz7$wr~f`1Mfn@nE8Q(aQw(Yh!$Mo?y$7?$^=
zd<mJFW<R<Ee{@d!2@T5!ENFz<kCXeCTp(93r(&U&Y~=i_`LW3w>iR?r);71Yc`AH7
zuCd<`_3V&;dIDVp@`mmG{^6-_)?;uHD$$TD(~LAQ$?XkkE+K(c1I#UklFk`S_<zg;
zFpMzdr*=~4=><=M@o$Em?eCbhfgRx2J|2od{uO#bWav1DBC}7Tp{I91p!W>(gZ?~`
zOYKordVoeU$;7~>$PWY0Q4%Tw>tr&?S^;I9M06iZOP^)@M}aF;{UiXqSM|G5MdJ(?
zm*8s@HkqkNrrYvcO#cO;?ciFj_HtM-cU)tHqJgh9ClcKtNb-gTn(MOvyBB&hJy<|B
zsKLH*h=f<vF{54|MrqIh70J=?sT)0-oA*Bo5EB^`n4-4fx0azPh>(sU;2N%Y#~O)T
zq_AcDi(Xg{$3)@;R0T6(;R2pq%40ylL%_I;P#MmU8|ut!5s6;Ip89?;Bb08w{7yGt
zgam}MgVO@G69dzWl!1K6ybKBBbz_SA5^KyBs3}jxI|3ge@&0d8ZEXl%J9QabO8B7@
z5h_r9tA8?bBWlXQ@AhM{(oqkkzqc=UsQT7-ac@-?9ZjBsHo6*#B#M2nvLzxpdl2}!
znB>SvT|UFk5Oy87(@uK@)IqFQwX2YTl^{Tf_HJF6`Z-}OqOdw~!}b8y$*YfwEPRPR
zJAX2!cjS$X=loT3#8vqdq-U_4*lQ@HzFXEMh*>Z8ltcc)D5=to>?Rp1$*sZ7^56->
z$eb~t|F?1NmobLJ>eDHOY%^&$4@SmTbX_J+`0o8}oB~}MnYT4w3cvd>e)*TPUDc<w
z%|9d9M#6pvCBNR-ihY;BO&>0Ox+Jjp6(xVZs=#3wLoBz`bk@7hm3rcLNqOU$k{eR|
zh+QkCtpTl&k|~$jQg9Eh;9&3RzVq~pXd*U$N2^)?j+^v0yxF8jU#k+4aOK9MY(GBo
z;4GR(IPyQ8$rxXS-SoM=?oa=40vI=Bxf{`+8yWepW@dqe%nk03Q|{YTo93Jo6zmO_
zoY$oYB?*lL*biwDysmzNG*Hm$CoI!5m!?iV2ncCA`7ET>`L>qw>dV)jaZ}HS1Lv}x
zUZt)zNt~<yYM9S4ko|Q05X_%6^O`M?ONrJs=H5X0Wj!MnUA+7J&z`+Yz>jTQhPXLm
zRtD@<ciX4M)Jfje;+IaROk=5feve_>y{dMxcP0#A|M8v=WKYA@yVLy}djIUa7{rVj
zJopxaaiMgb`k91_dq91(wEq2fI_+TPIZgX`8YgQbMV;HWq6Yo?JDVG}_x^L+K9Deu
zy4Z-wyWoF5p7{q=B9*e4wfL@8=883t3Lh)IFUt;eo+DQCn555tUDjV+$XUrp&sIh4
z!dqBOj3y=wDcC~ini*wF6AIS$dYGB>eOKrEM$VT*q-^M97#LyEuWf1~z)SwgI5<j1
zoTOuP4V0e=3!V9x$1L=42hVZljF1WitFnN+cW<y;%b0;;?g4BgV383Fbi@(K4shVp
z?GpGb%o1<TBSnZKT=+^Qs-CWB{dm;9iP6=Kl|KrH*GX72M4HD>?YZ(CV^_19e>@Ih
z*GqoqQ3Dh`Mog0CU*EXfy1a`>bxs8iSqD2O7dze;8-!k$JB}oKT@;g+V1H)*Y*&(~
z^qhlF#8reyU}|hqD3Q`t@TpE|wCe6KW{_<PVDeq)(S~*rE1<=}36$=lehC@x!zH2p
z6wn|blX7Zf?+vBZQa+UxYBB1qC^kpJDrOrecTv#UbQF2*oQzE4!OJI?in!S<29A|7
zfBj&IL=q_#@}MQI%Oue|T)nY2G&JmbG@#siW}Oc;mx(|Wao*3GQ1@PM|2w+(LBeB^
z!N)Dg*^##MxAV)|^!(0XC$*&Ea3J%?_Uh`NMJER>9+RR7r)cg`UGYVezs(oxG*uM;
z6B4?}!Ole^K074%1=uoEuvW89r^rw+mN}E)Ero;-?NcFP%fSpOeo*8V`yF>U#x<qc
z?QyF^LhGc+u^#r%<HnVj<CVELx+SS|R<R&dtq$f3XO`Ye9eFRo8}#4ZymkOHeR2|A
z<H%wInKh5QX;v|>S&EXdh%kwlGQXJ3|KjQx-|1oQJ1EuK`G0Bas<LU&Bgoe9CncPZ
zi(&J1sv2zJ_A>Gn>yGw3vj1_k$tR5bI^Gt)gK+B9o<sV_=xPCANX(HaibM03d1LQL
ze;tvLsz;=kl(%!`U}>zkJ*6-kk0k;t<wsB&PLG%Vyae2Rmmlj^$T&kViyzw%PvmqI
z%ooI#Y>g>hw}aKbPP}CPV#Z$RC17}yd;w2k1D{8!RM^2|T*ct?7p|8;x7t}1ZkqW=
zP+9!49n&p9BTiXq*1mUfLjJO4-<*1alO89*KS;e+K}7vy(Xe<Tl;j}GP&^J)cmb-O
zGJ~186r#YJm6^u7$e6Cm;3y0nQJvuz*y5m+s3+_V%l`;qVS)S4m*+B`Ajsi$2i=&w
zgI7iGn%qdk{QQ;^`<HaMYr-w*>)Dj`&#+7V8kqrQ6H?cxJ-~YMY?Z?~SUbljz2FMu
zDXAcg90i!~^j`jTA++wrh9QZ6D6pY`nZx6um$;+#>i2Erd1P+be)?417Ii+`)~3nl
z_zREKl`NgQs&Kc^V6?zRc(S4BF*P|y;dWmIc%g6yRiA)GKf$edIe;2xrp_P50Lpy1
z<x%fl0CjKjc-eSQNYi%*e&R#fi4SyWX*TR4c$7!3&q~MR!F|6S0Rx}7WruFu&gmv;
z6ykoMh9LksbAL9sICYf+{0cynNKMWkxw|V@`x%3J19>9?njaZ~q5<`=<)q>dF{w<^
z386$@$g;R34b(HpzknL^TK$iwua0W+ao;9}n}BRIQX8S9fKrkp1(lLU8blD4RB6Vj
zjRr+2K|;DqP&$+j6$B{(X^GJrjP3V)zVA6Nhl7CsxZ|EXuKS8SR!xE1RFo5xRENMw
z(sls#VW9a=_ql=>ujLbzTmvr60}@qp(42MTh|FLPnT(9EyEwwqExuI`z=y-i*zy@a
z*&&Kd{TD9I64ceeN_Jq><6!Bc{lSutFfy~at*~8{{RZW*#QD(mvg5^PJeUFLKWr}O
z1d!{;sBc0~<gT-l5df!VF_Hq=Nkc_oSEh1SB2rhdI_LpyzjvDM8nKfe4w%q%M)V?e
zBRhpP_=g>MQ;mfHOBld23s|Ub%K8EkHR{5eH{I0VWvl;7?UtQmlWs+5ozmxUX&?Z_
zJ(eYsBiRw^L|Y(WdFQU!Ri%bT=AF*Tg{7z&Mdiw!oL_QDZIjRITb|3g#dkpq*ra(<
zzutZ<8}RIU_55~y)-^oejLUt+htgGvrCqz9zqe}}BJr5U@qRRJqibV2ubFEmk`csm
z$Q|W?hf($bT52#g|H&ecrR#K0W?$plyT;wC)3_@<wDH`u@v)o=92^Q8LXLxu%lw_D
zoi_Ylw-`Y*l-YWqM3Yb2I5!!8L2gBES{_;&=p||{b@H9gCdQ-ZkwkF%FU|J1xvm3y
zIj4zwNmmk}r$XSf{3<(?VV`cx$P?|6+}g&xUzWC37Dd$)oAlb+*PuIMY)hDBriiMB
z*5-!Rk_KSNf^K#qIZkep@*)-Jjeg7DkF8S@jV|NQH4U&Bs~_pkcQ;cg3pFO}<;eA(
zZF=n50vfhfi@X-uS{pI5rp-$+cOjB60(eFyhJkx9puf9#_y=X1Xf{JF#!5y0sntW;
z$>)JxAF@~xvYI8{1?ZUN<ymFf(?_3L`_d0Pn~*8+?GP3Ig*UGUdVmLS^7&^XmunL-
zA~<feO4#lXdlfCu;6_D`1V$WSk_}EszyR?Kl?CafYP}Lb$J8O>kxb~^pMrPkd%t_*
z)qUDb<TeDlAR0?#+*3`wrm<ieUMBzpzsfKARy&oCW!C-hJ>8T3C4g%UK|3&V#EUsR
zX3&z{i0JqRE0Bs37JtIn&cephDu4}dhC+Hz2;h7KzU4{N1Mbq;c@4a_KK}0)oX$vX
z*00`?oXr;Jp^i9DlFP}q1z3W-&an?Aw*$|woqrq9+}ZG$2v<8>CDJWCW}xu?<z={m
ze+<fUQ-I{y3XC_d(-UlNwE<b;&H?!Um=b_UeDy6G8`_Zt57uPXL8OjCE9OnF<Dd!r
z<W3QYqovh?Za5jxlgsoF0fCgevwi}=QfiD;(WN3g2mnDWX3KC+&dZ^0g6n{S(QVV+
zkr<J32>rHjUBCvRMe4eqg+$=;!^jbC$GQA~A`xJ*c<Q88*VEx5I_k6D1BS!^65f`#
zy8xM(<l5N=^tr%s^$>i6*x5;OD|pdK926G|oKaT(2N%47MifYYthE|Nc7~!;+0h6#
zjUq&=mLvoyVlAt1Hf$q@GX%&!uOD@kB}+kc;^KX!cET?igOKzZF-uD;>0CI?Z+l}P
zs!cB`o-4(FzrWyrckipork3a%J%f+0-&_Sfs96EVdc7_pU#(R3!_0w-VFOxR&oVLZ
zf-Y<5JgGtgZf&jL?XWY^MO_TNdEj`sm@%U1>ZZ#A@`6B!)J!)MJu7@cPQEXXaR-B4
zg{#zY_iMr|GpsE$Gwk1IW`9V}7}3+eCUku{Lr;bV#Luf2MO_*O9lqoKLR>{Tlb74z
z7|Q=$6NlQk7MG;g)Q^1ed94NfE+`s$`<ook!W#xMVPUaAC9kig+d`3ltm%$@gLZX>
zbM>d*&~c8S0*RBy`rE~CYnz6Es)~bNK0pBv2<<hY9>Bn08nB&Uz){SFUmw=sZ7Vzq
zA8&Y4x~Lz5a|Wsz1QN-wL}8NNTo{(mZRmOQl<w#6iOA;L)-g=}{l6d21}>5j-GUo-
z+L)*Hf-66e(oy)wc(BwZg`qTK$IK}EIc6Y)Q@eTcn!2qwlz_Rxh^;XA&jPDebeEvD
zdFyY&`+ulTBoV$2S9O7ahB}N6p~Pkma_${OzRbgS_vwR-lA+va$RBZ&%cZaIZMdf)
z8`L2iAtA7{x2iba0Wva>EP34S2YlXZ8<)JN;+Ym0YPa<Z2wK^irw`>g-}j3~rQeX%
zPs_Xx_)`HXflqvCfiKMa(628S;dAHiT}b-9^53y2VcA`0q9)@hO1Sjr+lhCn6RD}D
zz7I%Ii4nB%?hfxG*g`32YJ*7Xn^buk2tXuqI??Hvq}2;ZN94zn{Ve{F|KE~tOMdoL
zWJx`Q;VERY<;n74@T#>%tG=Q4?|%u8NECO8ns={avCnrRh}#y;{*Xe4e_hGGEG0Y+
znhn}3_BDMWoQL2isdiybEv8;SKf`bJP&N-6ncJB^9<OJiZ{@Z&HMKK#dgiwA+!LCR
za3kIjm=^J8(qqBIxF*!;ejn=M=x231e&-MJ;%KbNV?Jbk-p{l3Y=+rT#dm8vs*yVD
zjr6(Z_x+_>OZYz2LkW-h)y4M64n_sgs+-Bw{8E5rMh{>#>#!TKHIf+krXXh@`ZDT2
z5<w-au21E2f&ZeE@JKg2pwvs}Cjja*w+KS%$9v*-ns&f(27u<<14!z3RdFZsKxXc=
zt>BgaCU_MB@~8<$luEas<D^<(0NSA}GkIKX4VoBzCk)nd`k#LP;JE{i+ORP>`amlt
zz)0>>7cwjgHVnU{KTV7L#skP&Q&2D%wi^(0XiUp6<qJo?KD+n}4>QBQ1IU+Xww3!1
zo~vxIIx@BHrTVBvaQ((?=P*3{L=Lc>1?)?|F`6@RTux@PjBFL~Cq+F0*kQo`MiLDa
zps3+<nQlTKt3!$%oN(0KOuF=}M%_?j>mtM=ISfY!P}|w?U=I+VF^nYv(3^oIA-u6@
z8+zttp?+_Gt>rZste5(Sj~~VzInFS!7|w5y-lWM@z%!%5Pt&yomXCmctB4P-u>>8U
zgKva6HUI`<Kz$ow3Y)o+#~`+d@i%;0RvpsX@iedmm<mHjks!=ePXQOB1_B$7P2@>T
ze12zM=h1=Vkr9l(2N#Xnpg6eIO8qn^R0>+|u|CN0v&2_>qO1iqPiK#HtfFpreC-E$
zc*^h`U&D)lSt<-)qY_$1GshraDD&Rtyuyth)4c5knWoN9Beu(a@SFT+wI666l4I84
zC%b5Sg(?(xgGQOIz4pne*JF-fJt0f&9`G*ctF)1c=g-_V544}l(lSk+87Gh9lP(<s
zEi3lrS4Bb9x0^?-MmP7NtG!5;%~RIR6cjp_zI3MC<JnMvgT>d4ok`|;_lsG{)b;ni
zh5*$uh&8l@f1<g5*Q?i1ws2Ad^P!{ngP+K!eqgZwInct*+9M8BsR2H;tc*RI;$M6w
z#6fDl-9w&U;<Qr4BZg+x=Iz;kJ9+&DJht=`10ek9M^d0Ez70chlw_mD@PYG5lZ$MT
z{{Oi-9fl*6AlIn)v>(@)d|Q^HP=K8HVK<q3QEYb;VSpaxKiCqWVxt9^`Kh{0L_c*i
z$&70RtO#5VRV(19^`-;FLO78RA5<cVMuua2cR402go08fH2_;dmK(yBY9)*i@3G4n
z$@Owtclg(PpM^V}6RDxy*pP77Pph@oW?^uC_*69V83g4PAM)&e=yrPhUpoSSEuolD
zPgeFPAp5F`>%+d}Q2bVhL>uv#d5T0hN<b-}&iuim{IiMhoR<A8*Jg509NaFDbP;E<
zpc1lK+$TZWfbByiZ}0{`cHi{zSqm2Q{lTuJylww7aTtwq`**jS+%>_8AcGIx+Pq7O
z2F&IcOUm}l&yZ4dYO$S0IOvT_n)O}drq|2n#<hOX0kj138Otiq3P4Wv)+IqOTE+CO
zyqTF4Iv8-xScdD#P69y-zoZTTe=P?Dh=81sZ;+Gu1pMtb+SLwm5`N8Irs+irA)<EH
zZR_R%kq(X8kj}Kd9+&LPw_+a_g}73)lsl>Vs2)0NtrI|^8Tw4IgSean{WvPoKlOWL
z0N@)Qfm(nasuSRiQiKAni2*5?9Q=J=XMlZcn(k^)G9LUZeLNj0HHywqPM(bTcy$_(
zvr$W<0P7qnb_n#dTJs_mA145<<VuByNk%$QF8%pq_%Kon7G7xExuh<_M-{Qgcmdo|
z9a#wMzEvq!Q~mKzIWk{eF;u`@&(_2qQc$TA*a7l1F`1h?A4eyT2LlDN%i%iHXm3G=
z;K6mK482>@Irj`dn!L#X%=DjJBTHr52$CFwUwUkHc5iplgu@vmcaU{;FP^<z#h=X#
zB)rT(h5ctShDA{@0{S!|EXq=V4uXS<0X~x3_7Cl+I}|&bm0N01fgX-NuOy^Zvia$-
z`<B;v?q1W_)J5>%3fppy(v_rdW%6>GKU5QpL2dkHgE8X(8c&b$*!UOc7xhW|(8R@p
zwk4r2J%)aFay+TYu$IRFnb>4I;cPmqvG#-6*9D0*!hcjqdoCvU)nz!B({|fLjpz<P
z`;SgNAkGNZ9yLst3}r1zk|v?gk&h(11*8G}pk$PGvsAVKAef-IuD;aMIh%jCr59Nf
z+sfgZTQcFx#@|8KG+0zucrYjP{DGXBkq3KL(OFA+AVOZ|aQ*6ABIps_S+^s&<;-+J
zY&BH$m53jE%!N3-Wy8ma(Zov4s8q#*_Ren3?@2zEjSugM)a4|B98JJmS(uoAOX4P%
zk3VJ{8OyL_kr;fj(hgxw10Cxn8gynp8C%UUWn@vxv8(wf^Y(NPOz!MQD+P?TPt<N?
zC@UZ`JwC4&0H(dOk?`J&j&du$J3~$@;&~6pR8%Y{Gi9gJUunK(jo{d?kru+t-}ow@
z$>sZHUC8va#x5C=g-rIHd5&GR@9zUFmhJ%Va8_!maZKENpH|6X_LM~SND!bR0X(8I
zP!5n@$$M?_C>-#16Y?fw01+$>del?>4`V0E6Il5IcW0pU_%-S2wJM7jk4U+IK3yqi
z;`D#&SJNMdw|~0Wo?f#(b^dCb#Nwx7GZz4;UxU5-0QIZ%|5v|Cx~mvJLfSk+nm(Hy
zU$IYpxORV}KJc)Cml*Lx!;^ce$&18ynUweOrj5;>WSKAfWa4f)D*@v^)n3*<M_>nh
zcR#i_e>Ar+E?{25yk^>6NyearuLHEAD0|biEnwKb1_*oQ@iVDCb8N8LGSZ>0{l~L4
zBM-p-k){aZP>JKv31tybdBezMd?j@-?Te4qSJq2btI<xc?MwldY)Regd>c^-F~=ET
ze%MQKoE};}jYUaq#9k{kM308~;ZwVv-3h-rgBY$WzcBk$5APH$(%mZ(;W|)c^)=SF
z`aHA!>G5MnQ~y)_&!H!}H3;#PHXqffO6l`KaT)D-=cu(*3I7rPA0;w9^3%eWgObyj
zifWnpD(<%i!a8)If2R91`K<-R3szs4+@iQc0jfai?2m>+UKZasxkyCeYT&Lw7r9mV
zKNp>is}2&3<S=lDwS7tEMOTkIt@<6RI$mh#{_Z1h5tD!?rM2yOEsc}NTes2%-Yfd!
z3X5}s$(2p2=ZhDTp7UqtKxQ4`q!Jl=^u6*!$3@)JDf^)10at@;K9ZyRW7KU$)mv<S
z3?M}yx$<TcRVYUonffP1Ei4s9iAP^<hnWv{tEpXrK|bDqQROWIYtFdU{P=_UaXT}^
zvI^%VcEA;Y2zQ{QEX#WbgG|d#Fj1+OVHiPI?!N5*nrk@wRLc5B0YVF=p@s0r(_r8f
z+F>cl!Mrv7CnIn*eYXS2y3$K}OAgf0D#!Zs#|gnQL8I>hF!s#@5gli`iP`aZv+pxo
zk&XLr>tpZ}8*WkxoWl$noZ=zFOO)o&6#~UJ8VH~zM{tKOx%Cp0FK<O;BI=oU%U8$<
z?0b0pYrIyZeKJ7sr9dNeApTmwxW`6>zZWMu(E*mI9bs-(PEfta=sQx@(Ie(={lm}U
z>21_QiwGgws>ja^{t-IEzy>-n&MqoR(^2T$G*DpZGb?(Pz4qPc1KfCS9jwItax@X^
zhhIO(Mh&>b8)tOo0P0H^T!szy_>xBYgZj1Zr{@zjd4UqKqMN3A>l$TLlRu;MXeWN|
zd>(-dS82HX?R2>0_&EG(?=W4YJ#aemitKNb<4XfrSc36@3YvqM3)taQ0z^asSY>K9
z-vQL=RW!{gw2lzr#!uNE-ox|^E0;Fu*?8u?Jx8Y8rDdbjLG&+CLO_mCE!A-?Mu0I#
z9ZevBGXlciP^WQ(0-WA8GQ#OUp2<gtbU}8Aqevm0mK@-@AUM3D9;X6feh$Hhea5ga
zFqofnJbLOo>xf5isQb_K6T6=G>3n*S41FwZWtnWIJ%r8BB1VjCJgo;QJzFxc{y4<@
z?}`5HnV+K!ozOQC^U^(Sht39ou>1_kofy<l#s5tlkzW&r<Bn0=9l=d6!O$=+O2n0j
zrweGaCOTrzfv^SKvm*X7ky;4;tF7nhLZ0l{Vp)*aSC!_iu5itNxdMv}j6QINAi17}
z5iEO8kK-S8yfP>_J{VUW7$RmTxrlKoy7mD)vv(?frgFGYd-b#*-|yhmd3EdG{wu%u
z7ZjmVevL9S|Mmx6%uHMYZVbckF}~=+V?wkQTklmA{I?yamf$hBa8PL18P>zo2rstC
znv~@4k~|`y$iZUsQSI6To5{AvTpu+AyC?#pDm_Es+8rT2G32eh58B%%t14#g=djVl
zIxg1z&H#(@Q=^%Hh2#@>!Ju6B$edHX_Yi~!4THtgEqX-x3RT)Xd^;!nVu8T0=TXvb
z%A&*P8R*BnH^nf7DP4kF8gd@x+NV#1!D_%?-g5x3BzC788eBS;mhoa|wb|UPsRalg
zco9d80_a2Og=#5@XYaSw@0slj({7_}MPD>_o`;A0Zc+|Of3EbWAbYGpQEjBH?ZDr6
zulPmjkUjTOxTB6>Bb`mq4`mGtUG_VPst-I88(Dc7@-wJmEbjvHUWAV0krXD3#!??I
z6`KR+WhNQKu_Qu-7=95hCJ?G72rt?HXG=f|PbC+Oe5#AOugOb7t3d!Qk9ig1D#Y1n
z2bJ>x{fgqGQ=5T__GUL9dreoXK*NVY=K3YD-fvYhtnCSmCM&M2zfU$LX{)=#gC6A&
z8#0|q>{kexZ8?~oSWBaGC3|libQmgMeDEE+I8R|Gza*?yfA~V0l&&Tn5~j$Z$6ypC
z8K=AsXoK4h4l0H0h#LoVaAo3=<d_}l_de#&?H6m`W@_2Hkb08#24lAIi60L7<aMZ@
zj;0VKra<fP_)5~_^5QOK<EdMg^BWaqdzBUcs!Db$N}daOZ@0~u8xYvT$(mMH_pPiB
z$*y~<L@uSF)+K4@0iV536_1B(Cq;pjjn##J{(;w{1V5^AZVG0|JpLgxaP*Frl1kjg
z@wd?{t4~Pl52u8ng+DLnPfJB5G6X@3zLh7xz5^c$uXVm(OzsVi6^N>>{&eAEw{6TT
zqcbHZ3++cFL$5{2UelH>)IMSARV|6affq4MIvF@90)~TL8)f3-ADmkSh<{}q$WG;n
zTmY`Eo4t$_o^;napnhBZZK+9sN`nuE4G9bID%b)A!44?#eCB%zL0pQhSF(YaETry<
z8udHq$c_1t8!97}ZBo#C$MQ|aH$yi(J-FPiQ{9}4Ut^y*(Rk5r)B_iuMc-cp=QEtq
zHW+3E+HIsnl=0|MZ=o2o=)OMqf&;sw^G>0900B-N12>;(vFKJY-DxW?k$P(i(?WcC
zM`arKEk8<-|4Z65Qk>eNp9ls-sjsuV7nzjUvM%3IM_hkPVt2+tcXpgpHY~*r5(K||
zd9Bh05Mr1$Bi<AUm<-fz4y;TZf!uu_`v6H63QDr7^0IQ0J@9Yu`jLXAgs;onU8_+&
zLqn19U*<{F$Y&mNtuGgUMOZiSDq@M?loN!+Wh6JNwg{|=ThVKI@%lL?!8vOM&QM*+
zV`Dr2(C)X52B`Ozwwj)#xWVX%kSk#B>Ez=htRN?Kb3*?6RKzgt36$q<L#JDkQNFg6
z%o>!IEVZzGU+(;RR`5@Kbkw`#H8@el@9cc<_=@tlB7}_NAZqfQV`i2-0SYuj$3xYF
zI|KdJQ39@qn6cF>AI7-a)8&V6NJUq#Ua>9iV2#)-GwPDskpHU0!3siv%s#ybKTDWm
ze6$>q&sU}~j1Z^-Xn!f}lwm0$TUHq<?1y_YDcQH;vO|47$dwl}Z1U=cxV_9YV<@>C
zzJ!kV{qw|6)7E}BDIm-0@wd<GR7evAlQHKUOT%nyLt87zm7mvkIs!<xA?;3TK_x+%
zN4bM6NFd0lCDV0GkpF1x>8Z0vCuKy+XRRKFZm1$zO~r)ev!kL5pg30)pXp*O)>F_D
z5z<voiT6D%idk#0(3gDO@K2cT`0x|Q-d5|!Rk5?E41?HEo_%c5yp%o9UFnW$Lxbt_
zrCVbYD1)D?*Q;_>|0p-8J}^k&P9MEqwJhsAy(115a`wIQm+gd9aaTRpttr4^`sT}e
z`}ZhBkXpj5u^7^KJ;e|O*a^MdR$m5lgGZ2$IN9k1p6py`NbtUiLeS(fVvjB)@zO|Q
zkIOZJ`XX4Cxb(hqUEJ(+_S0@t$(MzOYopUlp3_W$WE`z*$M`C88fdej{tKL;qnv@i
zIF+9OCom!|b%xA8b*c|gH)G)s5pb<ql-uVtqUNEkg1+CH%zVmE2-z!Z8J@UTjm!j6
z1^mXB6&&`TS<XE*KaHJi1b|^0vXrauC=87tOF0%0!JBaLw<-#&F&C@*7dWU(N=V^S
zh|)216$e$oLEkY+sDx5j7zsxFpo-wK!+v6Kj=^bGvD!-Cd*UFz)9xb>NDTANlPw<C
zC^V>x>ta~@cZ0yja!inA^Tv)XAZuPZ9Ojz9*f{B^@)p6u*cW(8{^hZ6$d&Ce=C@yw
zFn=jlR9n%719B%#`)Yf-afjJ`o{t0xv7LANbSAvQFNd~X%Ru>dJ!Xn_MVlO?GLyGi
z(3|0bz1YN+@iDHZ2e2Z6VT)@@zfamTEIR)dRc<T2*%vP4-kOk|)XaXO=J%k0^%kf+
z_65z^C;f|PeGckXuty*s)S%`){$(Tj8T5G|ZE${VI}W<_YK0{t-G1@qk%OiuU;ndh
zK-*;ZU{H`Ir0}i@bvj44r}LB75Ky<V+fcnGga6hS{*=%A`^?tXNq<fgnhdf7Pq$~0
z&4I^4dmX1ePp8`b_Lmzi?3E6Wq{rsTojpx+CygW2I>oN6WLP*#cfy1e0YQa%QM`mP
z!hmlAjH&`_lDQr=vr;*pKxspDh2UZEX=Iq1e+JOBzFRUty1tUo5Re!o8dia@yj@a*
z9@cc<oDx||<Zz2kX#|CKx`;j=f0xR25y8*az?#a&5qVX#UpGviLV;siQ??e&2mi4Q
zX4PmgpJ*_nlDe%h))fhFSOFK3qh{^(YoW%friu<i>4p=p!^a_@$OsLDyKNv9V}7~m
z9D&~&6nO+ad6=N)MGIm9)gi+8YvycXgJC2}Yq#PbA`pg0otn)4h@Ip*nuo&oq@jT)
zouleUmAYmy4V{l|TEd_uOvz6!U%6fzQ|~nS-J<T{mzd%l+WJX1W3|FNYW-{+-|RRz
z(GJ8g3QCsOAg!44kBBeL<>78<bz7-h=U_*{qckU%eoXtN>O2-Yb)K6)7$J6ck^%_j
z#{(3@h)nwz0!x$xpbq4!L+0r4T|0~fD7{egdejesh9WI{rCRxe2bPgG@Og>%RUT<T
zqj;;PyQTI7%E0@Ei4mjADv<4AQ9K*71#{^~NiBlAcsnm^F}_?Rv0ue$-q=Rtm^OmZ
zdNB;5mv6YqvlMj~$Bd@lZe6>tuLS|jPSrj|4DtBpKc}_RNTmY)y_}iN<S6!R$z_kZ
zE$pvf{IB_)suL&7b+{)VxatpEMXa&6UD-vioh_N~l~j8xkIP(j&+zcfj%gUVGrQ)j
ziU&86zjmq1bm(&P{8N=%2nlXoFRIPSy3^vxxv6?{CPISMJ)2`wRh7PKJfK;!eKJBB
z48x8;)PWs1%3hDVpbmW0`^jj&cBE?K4nGy4W`@x&Cd%BY>#e_=Y+_K<6m!az4eahT
z+T+=k$$;Dz--2@Awt8Qc?@<r`<v-lndboK{T!`s@%xIKWU$AR%k$~dWxcE<CFx7M0
zO8wezXGYm{1JK=rA6wnTSSsr$b`m&hk`g6cb@5DGm@X3DY~Ma<?lAI(06iBWtM5b4
zD;3fe%pL>thwZ;nglqW|10(sRbnjTBY_YjlxgV+~c_my_y{F_iUrpcsTdESZv;Igr
zB)-e1H0mW>6z^Pi@<5C1t?gKNyY)zGr9B4yihkASudnNR?r`kjpNR5x;hiv>NM)NX
z>hDZ00#5E`9{2cZU8)-*>UUyh3ACks<U2Qhzk+{4el7j*;rKqwSZ;T8JoT|%F#GDN
z<5@-4zPlW`Mj*|=+C1qJ+-}vSsBHni^7^@vX}l?H*qH@~kaL<2r+RNZmT5`&$@}Pd
zJOlhiKJ6gJ77dGDFQ0YY_gG%9YNu-u$mM3<Z(n4+rNAG^{N4Rvr<B+Fcl@0mzCnR4
zxWvV~%_}9n-q=p?jT7|-k(+<P$CZQBXP!5AkbOswYzbrVP57fRx<$+|4QFj1zf(&4
zrMIgQ7QX?%3k|k)q*N$^tVVYj;KJYwTY~oInW^-6fB{P-hI~U|thk$c61-|1id}wz
zZNNL~kSL!^E{tg6sn=w{+Dn)1BzarS<-7`=7JZI8uTA0JM%R{i{XPx+)sd!rVj<Q<
zUhco>Xg^;1vp~Rmwv#42d2bU2dd5%(8*v?h%d;K92NPo-h$l${NaZ9V2HHUw4uYz_
zyg&<8&jI3aCEnY<Ln@Ly7hAqykF#Hcc{*#q_CDCO20hyPwD8?|e}TFS|N01eg}U*j
z%4F3jtxiS7bsL*i$uc)FaZd^Hr=}O0luqPG6oP7LSh8Y75-`rDq9i2So1}ZDU1Nz{
z08IO|TponFc&oD#sd1Vje=&7VL8T9`ar7WzXrl}2a6}k9Hjd|7;i&Nm^zGY)t*txX
zpd+tdwB)+qH39KGEJT$=p>R`M5Rem4PL=zEOTa<cUjcVjOYrId2LUDZRTUQM_GG8f
zgZ;U%8)m|o7~vVYAAy4w;lNjr6v`Y=Ip-x(lfjI8Qt(Y(`<?v&N<Ih@n?K5a?~ra1
znJY~bYl6@!2fn31HfX9IB?sqjSwG!#rs@&_X5dITQ(UOC<7HpS8<ZvOH+Je+6yz&=
zcL{?{{>?sdM&P&D4Wg!BU6Y@agM-hb^i10@Wj({uVS|xj1H&<W!%=<1VSS<XqQ3Rw
zKK94o*j@Y5*1lPc6P+B-I)BXNtriN1iS?OVBvn^uPfs@!I?>jjK6$A4<K&j$Y6ymc
z*{{Ez>y(&Mp>Gl}l_Sj7Tz$|^WCh&TUa9p{pxevi#X(waHF5FkksFo6;u89!l7g<T
zeMQ9sNWFNd0sR|Py4qM`VlSw%6MJn54s&IsPofETZtt`#_iX)qMOK~Eh5W<x5Gb_h
zDr>4Xze{HwyYS$e=eVV{ygtt8b~9w~50!&(=M~eD{`+PE)#mZ74;0VL_xnFnjUa6X
zx!PaLzmWBWfR=gAcFJB4BfuK6=@${4%zPsebv|-5c`Mpdp&X<dEMPZwM@{#AuAtP$
zdanNA!I{F@3ulG2%0J<9=9jg;fPa_|y%Iy99oZ~<)j!TMt0Q!Ius4cFF^_G!-)w)o
z`l^S!Z7DH~_Uy-axF~25FzIJo(3~l{^*O04neZeN&}>w5p6Yje2;wac2;Y)61Ba`9
zwEICTQatSSZ1YjfRE*E^ktDr|0R3Oao;R|F;d|~eOAS9>1iZVYe>^Bu_4=*h&0Lcr
zl-*e^$*gOmyMe2yy!6e~7Sl)WM|AxCXLBY9w4yyZ13GcRPQ4%eQ<?GDv}~L9zL&$x
z;m!t;pJo@C_H%f;Ludvrf>eXLgmKv$OY7|EKaX;+je=Rh6sb~vA#({|Wl4K99zl*9
z!QKnMMn)tfQ5ylX(OaQn)#oFvRnh_70GJQl(l8cAk#H8WLtJ(^YH<ZjgN)=r_T#{l
zNab$eW*9293|>K6F2WzeD817P2~Xb@Dc#U-T9>&8<g=;#mp_GyBx+{=Mov#7R}@?i
zUXZ$q2$+TUv04TJeWZhF60j|BA9d8!p=yA(_pH{)%H@!*4JBN=mJW2(EFkMx&9aLx
z^&T^Ao&byqnNI9sz)>H-J_1j7p5!v@Dx^1I5MX<&gH$0@DV`!)tKJu1ksHi6Oo?g{
z!vyG-X?v&|^9He;IB}ogl0ul3+b?{7V3zfIF)u2p#C~gQuf#y5IH*Dos`ZDfcvcnV
z`F`nNT?O#d4Oh8KYgzHHf#TQY&)(zxSk*BUo4rFnfVud*DfW+T_z!4ntpAlWp)h1?
zpZz||14R1=_6{NApu5<v_UaWcE3dbgK}~6^lD~U1WS4<ekq<}xu2^Bu-zIci#?@Y7
z)4#o0@-K$!v-dT7jq|sKb#>|bF#AjHf51gSAw})7#_z`E$qHdm2&6dK3!qu?W#*Zi
z$~DhtFP&t3|Nb{C3;M@*?BAG*-|;XP-1f`SUw}Q<^>zrJjYJ*4wHQ^tI66E<;`%Fb
zQ0u;Avea#vC?dw8x%zX$1@#YJ1l%SSM?v+VXC`lkx#9-_9I4@@2r^%UV1Wb=K_qq>
zqu~S{2Rd)0b!R#R#LA5Ixr-1L&D6Tg@E}_5s@pqt0@S@b0&%5V<KqLE_L}TZW~^}r
zF_#HjR3}5L;d0q2_qyE2Ww3acBKM-h2~<@ew0{NepJi6LTEm=3kywch=`7R@&BcLF
zpt8K;DQ5a4U~rrf)d~keK>0%4lrp)M-q>WYFr<`+d$$IliGk1#ACjx+qH$0bO5mN4
z&wfe54`7GVgtJEGeZTbl&8lW{*3<D{kMgFXg)0!iGml5CXijX#D0XrDV1k4izxu8o
z@h#Z?>eViMUe2nf^V}qdpZu$4E=3@>^LMB#PiUEa5<k_0Vm!F%{%E(e!~!*BDJ)z!
zH<gH~Qq)Q7OYxez6<X8BW6JZyTC{`_mXC~b;&>Dmag(Sn3~_HavIi5!|4ff38OWD~
z8|{`yYka(lxD{^g5GJ2nPSf}V=EzV=fb!lTcWuK<2sFnX4rD~2Yi>yNb}k=d6ar?f
zihX=FnQ0?sX~Rd+kqd$hWAmTm5VDcTz;)I_HB>2hu}q-uZTQ><D$f($6^(AO&?O@{
zttaw(Xo^)jImW{{?XXOW8eLF9I0sU=J-kwzYUlpei<>-k7;J{x_(1+ghFnI8K@@@v
z^E2*X1;z9#P*EM^SpzB{-j8vM=H1Yx%rY;1mzFkBV{6uzrhT@u{uf8G0nxLq&ZMFk
zqajnJ=?IhrZ+g=C1G@b%9Q2>c4*1L&j8ROAf5pSKr;xL)a`U?%|8GC13U>U`yV`c^
zzH?7~hB-O)sGILPwZqi7w<4^u&jh<Epym6E_rwvg7u1R_y=ZvyA!1)sxs{vlhBj3k
zBUwXf(n+v}<%&2n22%a1q59>WU(B_QqxgF|!3v2(z3#44?o{}^pu+N}A}N*|+wcEv
zq{s9XIRSzp<r!X12>#2%Ea!v;hwPR~D{BigI}=li$F}dYs1@|_lxQFj8WP$`uK4`R
zMsSWfv}TRf>Y#*7L+nw-|5t?i=bOf2QAY&!!8NH@E>$*q5O)*w7m+Cy$&b&A^mrD+
zt_{w)yyF?dshge>L@#tif(@>#x{JPsMlWB!cWe^N0U-kmermQ1&z0lT^T7s@HN%8>
z$3BZEbjvG6(K~U6S#{D@4D)HrMLT1A#f0>WKEFRZhP25M3ZJO(=tZq>esc_Vto9S$
zqX)tIdj)!91|g_IG?-WfL+$4xR-E@KSDZ`4Q{;Cxk}N-AX1lmDj#->Nd;VOdK`zn|
z6!4h%1N3l@neml-OJ!Sd+UP1)AIDC*0NE5H_2=SYaIKxYE>iCo_oOL>)DU$9aA96_
zEL=)=AL{-zes~E=2v=Oxnd^iK?0vsR06&YpB}RLxiVbQb@~^}6H>&pWV!kWh=O_Lx
zZmuPS3$D*Y-k;&=xJ~M;?l{}<+zUPMJN-bMm;XTCDUc+s#h82u{#R(Pa&aJ;qj>Sg
zGyCj2vm|M8e;pZk^cf1MUUoHs{K{|6?0bP5BeU(K!F?tB+x~|?pJL$I7{DFiDF?|B
zuo#ub5;2{rO)kTQXP6mbqGrr8oYs_Vw01+hQcV1qCAC?Bs@uwFqhGRQ@*JE(&b=S1
zhSz-A-dKlds_Qhjaw`{S0`Yg0X~7`c>JTbEV}u%Fa1nm5gslDf9eGjwYxA7#g9l(h
z@QK-SXF!!asTwdndB+(fW|0MWPBOTTZ_<9Ab7VkKgkq&avA^p7>wmN;2XZGPEFqs9
z1?+F1*l!WLR^Sh3E<Fr(zw!wm{V=%4{UBl^_&cZWR;GPPwj})$^xkY-hLP!0pRR7o
z(JnQFrK&D5j8(M}mAnL9fyWb|04$Pyzl-53vbTih5|Nr2vIySJ!9kOG^T{*^@H?{u
z$oOwc-<V<qWji)LaC5%r<jH%?{_{<Jy-B^Vbp4^U^r5uLq4b+W>AMr%&wRY)J}al$
zWEfW6(DM*CK8))by024+vYa{x!ypZvFq$ndu`Q{|=OqF%&8v%RBi39(4A16XIAmY+
zY%MjujVKqh9vT9_dneBZV2l7R7(>K-FWp=k80cETQ=Efs$#KG~$oQ!4g068l#O-?|
z${hnWL@@J6`{r7w##8@E_IcVD+;p%0ux+=9-Nq$!j%&6r={$`7;Kms+sB}=_dPK9n
zu{rbIqD;rWoLj|2_2kvS1|k3ZA&mh0!JTn36#;5-5M8}?#e}3u${j_fuW0^J3W&Z1
z@Ru;%T~IAa`a0Nqh@)<@RKsxY3OF$gpG=IvhK(EE%=%Uo5ODGA*_Ztj=8K}8y@RcV
ziyj6b#^-QSm`3jHE7@q+6PNC)r25dJbLmVyL%*|IqpfjorIG3v^>VV?<6_tb5}F|~
zGfBNzr2frP&#2f>Tl%1(^LN_f&rr<IZ7i&=ggrSp1;#3Wx_@g&CVfRuLXNl6CXkDl
zw{pURcL5*J{m8APq%YYG)c*}&{(HO#6WwlxcRwRSV=f{x$(;#O&2-;d?t!$-$>Wm5
z9vW-OG`G+^0{9zLC6$~!iEK?}M~>jTHsHe}k{-FJTq0(I#NG`^-Xb<oH&et8;APR3
zZ>itK@&dlWsOcC~&E)P_<?j#H+9bZTGy9e80i+QrA{O3{OpncSg2?8r>6X;-7h`+i
zdW=8?fhs9ceK0Yhm(A3CUnHKkl^K08HlQB&ICX{?-c3vIq9<)sy!M3Wr+n3xJYTxV
zuaLN`>tE$}R{S55!*+13(x}z)kgjqG8P#Neo18s^5Xj9#kLjE9p=I^6B8IUaiuTjf
z8B#Vy;WtD2U_JYKO?82$Cg5<xN3-EiBEFQPT1jZb@)=Y9No2`=Q?i=t91AHIM#DtM
zPgK|8F+I$!1+PX4+9@BLzE;)`yVel;rDcdc-N&AgIYmAbnYRcp^-PGrpG=qStex}%
z1|e=tJ|4L-D2X61`uIh5oAe0iOigtJoZ42ao^DS{ySAf_2gg*2i$Z&C=YRiAA^rbV
z`i^yYZ7pFwH2)n9g7T==)-<asEB?&rl&6A>>rKcziYi3Dy1bEPv>EmsRtxQfQf|HC
zdjR?gajhA=s@6^MnpV{PNq5^^V$AuwgUq!$_ePpK1pt(kwrZn?hzw4~qt9(pWA1S9
zlhGH{OJFQST+)*Tz?tx1Io36C$eUE%J$U?QSZ26zCE(i5{c0C(iunHU$qCdQ7O6_5
zVFnA=E2#tC{cfS^r3_`j%F4$Ass+#cTq9DB+!8)P59LfEZ#Nx6#hJNTzB>rBF=jwO
z%^CpO_)zz<ECIbcq)mWwQ}Q+0$Bkd!t>~)IK*K<ySj}W??lKER9pNRSXpiVYJ8?&%
zj3AMbu;#lm-ThvrbSSU<9lCX7C$Rbg$gsZ_iTbo-{4aR;bq{jl>Y4qEDFK>pAk+8#
zD+w=1F68K|Q4uL1*8URRb~kdIs6@a-M;{TOR*1+^<Pla1tbGf32QpEr^N1;f1hIEF
zVp~DKENVbMc+*vc57d8Cy#Rq#bp`l-70dnx?6Kf55FZn7@>W<4O|j;U?>-u9NUs*y
zL-kZnQZ55lO_xSJj50y6q+g>Z9F|6<{1FePxIBtAf`E3ltzj??OGvLia8510T&C{8
zs%o;vAP`9IMDqee(gTdrT0Rl%f&SjV1XYtghM=&D*~uI`C+>^j17L$LbE?{6@Y8Ra
zQW&?94`0DJNaK3+CXjy^ZMNxS9^Q+Dk!ogG?e-FqQON|TZQr*qNlC{>39sPAM9e}~
z-<bzxklM9#PhKH*@8IV1ehQ+d4IU#qf=muq`$YZF7CQ~xtQtpOL4ZHLx_R+2rF)*n
z@zYQ;FkX@Psxh>Wy9cJ?&llsVEwp@gGj?cnHL=%NsO)L2^vyrt6}XZNwF{V2`YmrO
zv(O(AW|(g1GkUiD*?Cq~Sz2D!nRG*p_8`{xM%0GB_6KJ?Tn@wq1Sy&0!EyQk(U_d4
z1{`){QOVMO@n&_m#thzs312e~6Vj~LQ`+6Rp7ThCB$LJK1}@YHpXfR{{B&kGG+0cx
z&!=;tS5BrE=p!;lnUDX`zRIQQoUWShMP1!?4ptNh`UZ6hv`}XW4qeSK8?6p(c8iuT
zoFM#>oK!o7vuBVB{u;UyPWDuD+Kb-_N8j6rMmO;m-&t%eZWq<M9ewtgFbB5E*-N~j
zCe^u6XcPVRzMX-k=t;hra-XivYVg6mMEJfe?Zuz@(UZ_Sl&7uz?}-Qvz7rNwGA|Or
z5WXLwI;~!ecmx6sfB`lCO56c}1m`9ukoe*Pk^>lD=m;vWIA3C}1qPSZBwDf>9&Ids
zCc%DUE4tZYx!{*qwrBI4{P}E&?#AD=eBUXse7m$S5tHRdBKA^$m?KOB0M*eRZ{Y48
zZ^*u%VGe1>M3TIgVS!X2Z2eI_930CD-4yzxcu^qKad82hT6dktLU8>9esKST0~KgT
z$azTheDG9L(p;d=-;KX?|DbxENWD7LMhYp9m(-=?a0-;~BPcrm-U_mTB~?}g)O|m3
zK@X7%fi%)wYHTYR)kz61SuPuHGG|#aXPIfH2Ze_tn&~ddcdJRp^T&n(aQJ_)(j#>Q
zO@4egTv?GkZV6;%&I4*@Z`fLRB1M8*X(=Vzfoyc201X88b+ABaayGEc=MLS0LCn-&
z$jUw?QC>)v%tk>A>o90@GNKHK<6MS&>?bwgb@+gFK~R<m(>jd1n~JQ^R{MC=fgtC?
zAaz$Xl(bB#)N7&nw-FjL0K*%e+!?k4e!x#qA3#B_y({_hPMbs>g)Et@=iIc7gOJsh
zpki*%_|EMSJA94Jl9$YLC%?Rl$i7dx1b2!9UV;Q*cm09{#P;w$V<$P9o?#>+k$MdD
zdRL%^NeOv>zRnF#%*_qYb#D{9=eE1Ihr72Yy0=%Bw|jrg^&Sv=2Z<|N%PVKgM{7T}
ze;tIsCfB?Q<{>$n44~9Ny}xdldNF`KF1@_n95BRJ>7lB1A4WnP!sUJ?0iMm_C`&$a
z&1d0@{~D>hs<gDCtgOt<oBbD(fkJ1~$X+EOr~OBQWoH;hl*7b22F2mIf6Y4h%?(n<
zuSF;8^GxI`snpxNyBF@w<Xzl&NZt~LN+9X%&Ih-vAz!?YexKE{t2h^DJ6BI6cG#)B
zD)QOhsjEFKbY_q3lVD4<8-%yLmk+$=8A+tRIOYhpxa*VafKmSbCj56q<>{C9k5L;a
z@INC@Iy`vSRXyzyU&)yEOd^M+u2@{Y)yrW77s{pjgTzF_ll+YJw5HFduC*^u-}(+-
z4^95kJ^Ic8Qw#m_`=mnYoeQc?)h2U2t4?Hw`6aFD>f*);tW64k+ciYXJM}0juD;+;
zf6g~6sKKDBr>{@KKiA*zLhC+EAfeNFm)UVHF_8XcHS;7=SRIxD%_d<T$xS*8R=;kl
z+<Pax&l1122&9NVH^?|C>tyhHeMx22@sPCPC%I$uiUgUF*uL=EY$8V`ndD#@YD?B%
zY^eNva4*P`g|0S1l+c=U>j9{0rv<PTl-u?aIKo;%M_s45AMK4<455r(!z}?@!8pIt
zM|APo=a@se11L9X9Dt*=@I4H~2>mmR=WM>DI|15_jLfN>!x6zp9k^s5Bcs}SuAD7x
z8^w1KL46_Fk6f8~vkkvfX{PyZkn}z_=OUl{mEj_y@_L_nwkBx#CjmImr0-L|?4?Lf
zE@hm>gY_zkKd4QuUv~T3v4RY~ON@9mC_|OvQH8vgi^xJrg;o}a_-45?9o@eLxM&aA
zT{KA?{ImZ{E%GNU<U2{77W6jtqf$<pv93bRb*la1ZGhK>Yb07!l)ZvQgxKe;fKzob
zxz+Rd`=3(TnSSsdxY$JeAcp@8boqhR+nsz2K0;=!R3Eq*husUoHvFWuEQ!AV&puNA
zvEEOuBWWvO!eNk*l&@~iEh(xSjGH@laC35lD8xb+jvFm<R04KJq~Z1*CqsK7M?*>N
z=R<p;r+<gis#=eJlqVtgk5o?QP}}(DLt@}>uYGOj2TnHB%BzQlfKoy^!Y=CW$Thwc
zj?*j@Guk||xE0$u(OU7a;;-i0`$P(IE)zr;yY@pg9A^3!Mw4(&_@0jxOC8U>%L+z^
zbeabd;qbv^26RiRC;__R?kM~fnd%>>l@bNipXf!1wkpT2(@eO}TZ<wiNaJmW{MNFJ
zIDbu=GEQnc<I9NeA5$Ty&Pw2h_;hA`EC0){q|xd+skO4IuRdGh>QSofvX)ovG}z<}
ztUL8_Py=;DE<)?_Nhh7UfY!h#_UC5Cstx8d+KpyT0>G5@DuN%e%}t4xYjBf8N3%0%
zM)639YF}TR`d4~wP9u;i<r9I1pC=LpQ<3cbM)=X-{rBC-4XGC-v@t>}YUd-ufs2J4
z27%l|!@joN07druSh2tKFBrY_00HxE==3TWr=mWb5GIEH>4~ztB+Nec`DcTYF+!M-
zH+t<2d@H*XYFdWMg+P?jVgWEMs8f2=$0@sLNX1FjR{xo97Fn&_yO{nf^3evW)`XlJ
zg%pmbybzh2sOsKvq*70iI*O`+^eUBzl~bE(83{)|9Oj#N$pOsofC)mTO_&<ugp!5;
z^P9+T2&QLmgsAf!sxOEtnLu`OwPoByxW)OGS!mV6)Xjhis$avc7V1ul01WXh!&xF9
ziVHjNjnhRyKzs4|h?UPK^|w={U9e#rrR96!8QuX-28K3=&?_6^Xe~xY671#e+dv4B
zW=k8>67;6)%Q@Sho3*Dh&6lkI^^KqK&)viG@!IG`rnSsiG@G}~K6t9K!`1d+6CSOU
z6fbC`qw^&(e}Kllgl=M~h!Lco9NrvIK?Zfh?*t{)qHgPw_`c*o#7KNtDa@*{F(TaU
zCFM!YosWF<M2e+OJm2j<yy<l3lTHvuODu@JAg|EUUxe2xUYkAtI{_l0#O9Puw?9ho
zU$<%Xz0UTbH?4l@B*n;Wd~ff`^POkz?$y<YpWmk|ds(Cw?7wnxRDaTb<+&v7G;+G6
z{0;E~4r;y$=zQbC-_M0}KP83UCy}^kNf)2bPnYb2Q;4}2oDcP=%D#lT4gkYZ=%~C)
z)~cz{k+i|@`>y37*9V9h?^MU!;GsVh?MTUQ_NgzUx|b?Mdknvuy!vqzf6HKWcX4WY
z=B}P?hGBWF{v|`-L!!UC7R5-2t8zT5RUQDL)5m5Eh?;{>jXeY}LPUVnV#U!l*W#d<
z%mtlj`RubPy{jKlX(4hXzVn<%9cJgp=uKb-!ib@8w4&CtbjQEu&%xB8MjE`v+0-{4
za6Q@(K&0An)DdW^@2K1sCad33b7)Pg;#L|)g;~N1o$2SOA}%yfhQY_}gKEc6ngSej
z&zD5~iJIso(sAna;7`<#g+tbmb@#KeFPBE;5^NxPHuuEar9U0df3*&Mf#2;QZS{PZ
zJHN4r=|B;Wkjlpgdxq^N=j#jjmh~~>NtAR)C@H~S^?YW`u>Igou{~+Yq*xu%emL#B
zhdi2?tVRazj-K0h9Pj?@Yd@P?s}<@;4*!u=_I|pD`|dyX81ZF#`$L)MRTuKO{)Hq9
z*~n(o<U&*3irTL$8Km*5E0>Mq9td=f3AVXMR6F1sdzj&>Zk7u|3p@OG_Sy*lA9nLG
zoFWoIHZrv~*CRkzg|EY2Sgnb&FF{$4&4AfAc7$4@oU>e%>yeo(f;0c#oR&oX=S+xJ
z*8Hv}2sr!sEAPDAh64{U-`aB+UOgJ=2Fh3GgXzb7d#sKK%zPLG967!Lbgt-!7Xp=}
z2ayyFXLnVlLet&oj0xd@11mDJDA@F%OmPtcX@~`mry%}&0C_@7PZs(`{h6wswwM<=
zjsQEecO#)^?GPF0`^y;6UobyRk*H=XHH|#-A!&}emvE6Bqa3J@JAfCAHjuc?=kGYh
zR9(ZZSA)u3V~;~~0Q2+BtCT4NNG<0Ap6tK#^AJ=zC--~as~L9_#|-pG#|$Kg$0Wo@
z3)a}z9|NE7){2aV4o$@9Ov>X-p5Fh-b-y0`ZXGHi$@|bswXQDkSpu;~AK-j>EabCs
zP$B2&iJkfqSVeA@#wz-aE&U0y)5XR&PT&H7tnkA3EFYW^e{5|p|Cs3R?w#A79zN=4
z$+Q;)zb?37j%XWL*cEgVD<NnHD>L!XH6<C7G>y(Ma%BH<$=`#dyc-Q0NfqF~m~LBn
z?K6)g`nh@47xw-ud5ir8r0+rx`*J)ugMKNUXw2iEOyR{6_ov*yjhQBNn5l*`fbz8j
zU={~DRclatF^<q;2VFeoG+hF*r2bfS`V17>{P-X1OP>3tR4GWDgfjKI0%DpHrhy07
zGTx@8xE%8RfQmK~0YL*v5$y{jZ+!1GP>mh$Z5aQ~T-qJf_~~5wZ`%nt3Z$=e7rxh9
zSKZ5>Z6O(}HrhV3-xfv2dS}fPt<>w*C!UNqIJ=9G_<nk9$mxF3WEqJlx1K%>yBqOk
z1n^Y}F&PW@&INqTjlu89YNx9_J%x4miJS!y03mN-fD7hQ2Mac9zvZpm$S#y{v+qLW
z{``U5>;ob9)vzLaPhA(3N?cmxf!Z<$ExGf}`C8j@sc+`s`sTBqYh#P9fck;=4xhvi
z)w%VyWL!if_w3H629Oi<ijKg~{RjB2^^1?jyndJ$T@5qm1c4wiZ!c9-8LVS6^5E(@
zMrB)ifiZfNeJ}4YN-uOAAWzuL0p6#NqluWb=R73<{g49r=m0uqNo8nFB`;2PM9nW<
ztiXYju8$24I%Gceda^P3-}@#7*XN0wb2FtjO5O0+pC_GvmD!$SLgdy}SCG@&EAVH4
zkwJ2>@ZB5T&?i8fdg_I`qDhKaK$gI|WyWdfh@a2E*9_DnMT0-3>9J3kBm-=;xsO$)
zO8SpK@)d3W9GS{8M)Zr0%QuxCemw|!cuZ&gGPjuFNuL!FAO_Jx)Ar-4kxb;|T`Ag=
zTso}O6Yv-Jk*RwXrA{%n45aBp_#!P9ZkeH$&KlVXB^Ii*2bgrjdx!3ZTnJm_A#mLS
z6mJePKT7_K^pdiR?K6W%Rf)cR72+t^Yk?}#xfud)ZYht1`<&8|9R^rQd0+C&MmOF2
zJSoo3<=NRgyw5ERkrxwhrK?fI(PR4%;)OjK_xBHJ1A`3Nn?GIf|2yJ3PW6|B@%+3x
zdYsVn#w4yS<jr@ygLQ68-qjAPqBZt(6b4n|6{ZrVmW(P1!**)a+N1ygFMyN)T+AhS
zGSzouJAF`o#XS*zfNdoxO%ar=y#&o5YFZU^AyY-o)eq^feAN<QA$EeoU-SFx<AK^S
zGsy9#U6@U~{OUdHH@n!jLI@VXzxlMad_RvOYZ3v}>4Mrt)s3W%hIJ!NsfDmiB=xpP
zR40eLLhuiy?$)B_8#+-+-uIU3BCnyeLAmGm$ZE4fPrF(kaMcu~t3k+%UYSJdDq5=V
zRfFJ1_<wO}TzTQoB2!ce=yR)&00v&%3*Gwm^&O*pmrVDfSgIC;AJzcua*YrTU`Sb4
zcLeUUC29QZ;nj+2JX_;94G~%t_V(82)(1M&nh?+7&4kZdlYL?E5@j1IB!t|#!!*b6
z8hR`tK_5@*G8wudwFoa^ywjav1R00;8Mcix@Maq8&{O$BWDO}kQQi=puzGoOEb;!N
z?&5W+%cH32HWWpI(V4y1A>Hnyysx*DQRAGJxw6rvHoSwuUWfs7T%aA!7H>Dl5+N@P
ziJTU%{(W}<n*R|+fzHigkB2)op4^UwfN0dmeE^D)c)X7g-6DwA)d9k{5)%#|kJDl!
zfUm=D@}R>|*knL!4J}Q3H76R5&`Vopj8SuNji=R!5{s@E7)@!dh(K+;h)|n&+1!>5
zG@mLybfPFPma`ecK2AfVJ^&o7v|kQe{apGa^nXm9cRbbq|NiZB%yVp6=b#WmN{AfC
zNF^&XTa=Z^OvZ5>I!2)~$|hT8viEq~naRxFd!NH`&iB>l_s{PS+)}r0=Wt%H^LRe4
z`*mHL&h?GaMB%~kQu0)(Tp{JkMwRV$Iy6?)#J*7k*gl>7U4H=sXbQBvAe^Z{cIfq&
z!lQMYKjoRbOYQgcps|oH&9~D3wW(e5nKzaXNOmZOGULeb!7n&w{)W_<Nod##sBo7-
ztH}T9gwUWbjF|xzN=$aPHYI%GRBJ*DwWp_F-7mc4Wk&gvKXf>JJNW7taF;vXF=i3#
zqlUJzPA)B~y*54sEh%#Gyvto!B>hd#z``&s-Q<&lc*P3Gs@aieu^-S)8DK*sBeW1(
z-=Su{S5ZhVBiKx{QQZav3_DdDo6J6tS)ODvYcTBPusVT%JX+)N$#5PN0RKp*%Jev0
zoNY+l;f*$|_}ZQ!f`$iy|I#TOh+CL@y>+VaT;yXVfVXQSZY6JC@u>*a$uZ+yN5)8s
z-3ls;_#TX~T8@3rLWoLABxUi-^<{QDb9MA+2j2YhH$K6Tt6hO*bBlDuZ|~Q1E~oEf
z7;HYUCxgGEKPU8vf`;fNO)+UlqM!BuFt=Jc$;Uw)Du`cgE*on$lj}!7Ki3qppLq=#
zQi7D-S23S<Y$_Om9sW3+l823mp1_#ZW3MbWO<q_Bi?2sb0{i>mR$03ZH<=mz>W{wr
z^t&MozVw=NQoI*%7&BCDACh=<A<1!^CbfIdWZb{1aL-kfG<~AxF#VsDdal%2X_I2$
z^0$*xA}-gBuvpR+bUEJx3|eC_ou<>l!E}5c=iGUhfdk3?d}dEK{bIIyj=0<@M_R?p
z1rcXlP~L~^(D0bFfP;2ydTr309p~=b{eF|Zz>VB#YanjuAr8Ad^XJ{C>Qe?FAk>XY
zkY1bEbH1vdmqeNmkDnYS3910~7(X)_o<;?WVnd)*Z3cSVlA<28q}W8aK~^HN72-!1
zRJLL`;n8~}vEny=7~tZEe5Jq~-Vm8Z=v@pDgmyZHA{(XIr~yuL8#qpg`osb|YJGj0
z!VRR6F}y62pyqu|xh;eHX3OthI!mOcO{O7q;P-DqiZ+Mp3m2E?M9efF#{!V=sydH-
zPejs&s0h6;xgQ-YjmH|pI+fR*Yh<NIB89=|gYg!sLPqu!wj3O`!1WUI2(CJ;z$OG5
zVS04fuA~l(RG(29e_30jHF6SEQy*PR0D7FWf`Reu`=<EFk9T0OO1Lx~F%w`G7qB^G
zi+p!EFF&d5vy`U<Q~jHAL~*wMB&aitUK2``=7@^%7XELTkcF~wc6{^VrI(MOg515Z
zF>Gg8ZD&qc=So=EN*I0xKe>Ycx`N+`58L?Nx$!gS>xY%El;WP|;`AVs1g6sOyq1=V
zRaHR&ft17rs((70<W(iTZpynBdajw{ai8cYi0CBim*4rU%-IK|?j$Ds`G@ZJ_Af4u
z5du7XUc7wa{Kom2`?Cgw!bl?T`omMNYpkhD%djE9cA_SIn?>&u6LX0{Rs2S5(chrX
z;>nC||G3LKOjOLmoT<OtbAkDZ-ada|a~x4so|n{>=F01z8AOP4AUt2g6`dZ)6?V;i
z=S7$+`;^4dst>Q{gbepl3z^X0pNExjG9hKk9%uNlZ^Ob>Vtw?Mfj8oAgoOxvn8bv~
zW}Zd88y*Qcpu~e*h3*sJ0_v?T^{PnwCybE+-M6iq>sJb5+D6Cgr^D;CRQVh|2X0$`
z@6XI*atsQ9KsrX+D`jVMD;@03L{<vj=_|2y^?B3RIuo*A3QYgFP&LWT%YEFDOcTb2
zBq0~VpK#gHSy?`P&9|B-OdCoDDMU##J|?z$c~mEp&)t_@ueuY;Wc;=I&ijZL?I|^<
z+hcjP)yUI7w=~XOu&JlW=Fjcn@<WNX5N*YjQ!(?9F^3OowqhT1%C>g$0*5Sb#QEo=
zlFo%<17F^KE;I@5C^_ByVLeI3<Kq#(OljDXCiV@bG94!|$?2yC3rHg4c+GWI+5Yts
zv#>{Ex@`9|m%<{t37}!T>JDJNaThM#`p{7F$CY->rRtZ7Yig+@P9Uh4Lx^A#)fCI)
zr(AuhAl?S6B!FZo79SRo4lGDQwM}kQQ~ceo{w-5)n}4n-M}2oQHEa6i?WWUrPhr6K
zX;SkGr@GM*FMpjSR|UrE<u|(9rHH0xV*WnlVm1j?R>M)Oa|o&ZHED4O0Zs&E<L}J@
zS=dxegQ!-WL@Fzls3^VNP<pkdbfUR5|3o}&z`Dnc@Tlob+|S#(ycQuug8#%wL(a8;
zTY+X7XckcT1L@z-Lc<YSq<z0d(1B^4Ui3XYNDFOb+(e!C_`Zt$ml~57J5JG7{jzzF
z<&v8+f0q=pjz6WDyu@sjR|HO;JOys}A)3q75h0cdwccS5KYcj_cFFs^6uHb?sy3IF
z6(H|RsgM7JEIZiPKW=QkuR88JSwpO$Svw^fCNmNyfm;x#uyKrON>7A-$hb}^l&-gA
zH89G!TFWpxc0aeM1+opyYfC&f>Y;0^oa}5y@g{XHe68bE$V%(<ueDnV$?2#?U}$VS
zKT!Omj34eoosBl1w_B68O<;j%-#i@#oA(JD*k(L#$9Lw3_x?oxc5lnPSA*vSY}4sw
zM16zpaq~O@3&1RZ776641Pt}+5Xt?hD@b84(XGJQF0_P9KwcUEd=hAvf#;Snr~ypW
z{lrYeLK<?ehR$ow5!X8SAN4_3gSEt}7`s2}wNe&K2?;H${58xHrH6)B&}{(cO*CL6
z%0mA)@B~TrAUw<bdOvvqlQRxuX$zqX-Txi?&=J^8W~<Cgrcj`@%Bk%&fuW|5ZXPKM
z8Dh%1>g`zYJ+m-laR>Yqt-0`>7N~wAPzGT_O~7DvZqj@xz$QS60-ID~(riz|y{H5k
zvNFWN#@N7s6MzY^UM-bLeeZ2y2-%wqb?{H-`(;xCbQ~1dp^vCSbNQZ?+-2)R&R6`k
zND9f18XNcY6JjdNS1aN59FO|YA#JNo)yC&r`%F?K_m6@@MpgSd%pUho#wL<eg#c_G
z=e}Ag=dAbxc^mFj?t7xI0jv<vvdaLCM!LMj%WC2WYW?W#j|)(vLk1jdhtyP2_8M1}
z0jQ<VFpCuK%<uiskUFQK-e-Yz^ogvi$X?K<AG$lt%)j628#DM6q6ZSh1M5mv__I<0
zYJtNmqAAFER%WV994JQX93+>TAsX2ZYvGyVlim4wMV#^joK0Yu+UI^OgAuZ3wt!02
zO`vWIFi9z$q=v$5_#Y^{`zf|K#SSic0jtAXqT%)(DW^KRt|pD&@>(b7mie8FVUXLI
zN1ZSGAp}6>=*FHjO}s0)bMZ_R2YSkdQ9IVK<<SHAFJaF!;4GRnAE}1}84hjpc`~7<
z6~8&>viCt(l^zgOE+z7-!*qAt1!x3!(32RHaQNXyWWwVpz@DwvT43WS15E;lieNtW
zxU*5?V;M9xF$)5yvg+S|CdYUS&S)%l6Q-ul3&kqOOT@$^27a(d4t}ISEStF+6U^_E
z`g$@~ISq{$V2A7!<fK@)^3^rd!~N@FN3i|UVujoDKTZL|#n9O1Zq%ylEuB}nz<K3m
z!7+re(WU}_lFP{m^BN6Y9WIT%ycMy`F{PY0{qP=Idayq?ErU;TSbL-Qm2j_G)D_d&
zj*=1uihaz0vmJ%4(pzgLrUMOyP^rz=)d)?cK)07c$UO5I{nRKEYlhrv`%OL))g@*(
zRdvr`#Z@q7C+`Fz{G=kP2#5qA`sq(%?$*2p>g-`$s*VM~8#v`#)9`nkxmvE;lbr1~
zR~f45NM)dXo4Tk^q}V^G_^3nPiCd!Yk&9SgIvS1FXLO!)p%oQQwfLsZ`};>bzI52R
z8{GcQjuz)w0<n*}k(18<SHf{h@p@q2Us8hq{!Z@49}7KE5qR-$$$L_1IO0NmkjI5u
zbHiT2obu@+A|+tQTBq@HPb!sEZ6ZnBDoP}-{MI5JZ|0!h;1~C-?vi>6s!{mGWQ0HQ
z1ePAK0@6)A-~Be&bkxGix#tI<O3lRH2t})zyToD*ptG!$@x$EItv9#Fe=cBA`&S5R
zIs1^`%dki>Gx`NsZvi!phDr+}?lVeMv{+p9^%@U>k~v)ImH)@YsAa6!)&DX0HhtIo
ze#EVq_Z{{i;=VDzdmjw!!&Jc)0O}nkLy^^BdIX8*4$>n~f~is{d$8xd9))xk&)#2y
zGONS6iwdFS!%qxm#RTEbE|)r*Lo0N(vus2?Ygib-Dq(A?%hfohthgds1=Kkifa;GA
zH)h)qw+%@2y{MrcP$vA{G{rYpba|D^r)6NV|3EqXQxBjb+deWcnc)WOf~K!is1`#z
zkzne~Bv2|UIJ%{{+)r#CixZ5$3Z+1ZZX?eDctss<EHrDViUjJEJj3eQNx?Rt37R&@
zCzWn=3&iWXF~DfV+<2nFNjXfNtwLoNl{xWDz6ly_*Hz|!t99M5ERf<-N_G7|jw?|e
zzy%8kk*ymGAHN=y*Y-r<zixEmYjZmBIV+tx@tvLVoni4|`1r7=W1EZHQzP5whuf>Y
zGw9!8n4&1GaU!I&4PepDtr1Ot-6<5tM23h($p_hJ7Z`EJhE3FLz{3F0ftQ(R`+TKk
z<nX`6PhgbFQB+tDzIJ*0c>Q>J$k4;)*>@?08F51U8;7+w-|c{qi!_}J$3m3jk?v3G
z7l8{oHeNzAepjbFJp<;WCx-3~FI)%;LBcd)w9)q#c>D{!x9vx9M}H3tyqBbE|Fiaf
z-)wb@_~JKin%&N!PX&HoiY>+p*lP0DK9TqMIW!L=WADDReDc{7P8!PV2C1vqNL*6>
zyZ!C4GXhRlU<t-X%7_W<mgdj4aTlOF{ye-PyzXt#{_aZ7PU2RzL|6SxND#^qdz1dV
zj--PenSWr$_C?C-I72-;UBGjk{Eb=_<+Zf2Uvd{+Wy1GlPb9J#!c~BEL2|{PT~#_k
zMvF|(8=qm150SpIeXaew92EmGM{Lb?&lQ%^Bgx;;;z5+?p)`};%!yg;jpzuX*A_(a
zR6ucr3_GzirbJ8EuK(z)uCsOWGQqcAq+ly=JK4$Phm~xq3@xP$GdNmX`fbG6CB7kH
zTU{~x`wvY#*@FyzR<&))3V4MGVwn*oMu1P(485`gownVf)1abiB>zbOt;{iLD2Ic?
z$qDrZ<K6@i1@@O^#ffF*i6xu>zifZX130rB4j`qIEG>{}Jk|$?{cM=&pf^T=sk4~@
zAo4ss_Oj&UvLv2&?NjGNV(Vr~pLf3pu08vwuv0O=CJqxuXt&YPu+|A%g!MkVcqDZ3
zNcAF;@**-YJqk6S0+QWChJbR8!ZrcJ14H~K?D0bi=j`CSdKJ_}AUzsQ)wgE;M!ooY
zj}-v}w7dsH;n1%~u=fW0y^v9=(AY!|<-1Yt-5#Ish82_U`j##o`+vF=z}2Td{yg@~
z?-y~VF;2;Aabk4=p4Stg$2n3e@-qt_j_@Xt*{HPAk5Q}LSIPg%(8k|g`o~L(rZGUz
zD)RPgxLi($e7+x(6U~THI4C}*eotH>OZ|+o0Pbb}?Na{|Q-@G|vts|&G9qy_s27zH
zf+|~C<y_@7iZhm%F8@0*#uqbqt;<dE?eYc|cK70NW6!$zye9@hyc|TGm!dA@n(+$|
z<)(mx!wrK{W#WW^FOW(hq^Tnz@f{M=FI;yYvlFQ8%D4OOl-oDI_aQE`jai+jmO~##
z09mmAv&g|ELeo_A=oxaD-?bw2NMQTxU}}A1bU)}R1tNP7B>?oqoHdK0bsgE{(KY}#
z?!{V9JyR%U_1UC7DL0-SueW_etYob%I0{PbhP|W33|)qaMcj3FpmPq&WRo()z{Axl
zRipsV(i<{wG6KBtzlF~leMY1qv*#v}Ga>d2S4F!KIG1dcV^MBC)|hQgsnT$&Hq>wE
zRCD(Wg><;-{;T~o8;AUV$3%I(5FkKUwMcrKJe0CaX8m=@-2|dQm}uyZ3|P?A6~awR
z^(u?yQc7kX<b9zZZ<-Hj_5Bk-{RCbqNR0-EpPIEWIC}t^#8p_VZI-y~2zrq(G%WTy
z^r!cZsDEI+AykklL`E<)bza-=+4}QfCzl0SN=19fF~rIw@z3uMj}ieyh1_78U(+}B
zN8aDrt&?Nfu@kv*HDnpey%2cfyr%MiLo0`=fO1%<J(e_oLUHH#xs!k9Oh?f}idH<t
z8_Gn*F5iPh6|~Vz4yro6ASVpzZ;`zKv`8!P4&3a8s4cS>`x(na=Fn?6$!;GwJ|k|P
z@jYx?f1d^khmyBiid+p+d4*{dwy<O`DNr?}s0<EwR577H6?u1`>vfEQ;bR;K4NGZ(
z_yCnt?><R}cyLv=VPqn0D9~LjGphQ~3O<^4_6qTh!aj^UBxUZLY8jLFQ4;V(<r4wF
zBohnYjLWyto%Ism6WKaY(!Cal9r3>&_dbcc)?QSJEDJ_-0pYHvU62eKTm_<OGUl2(
zJeHz-m}gQ&@%`@U$*a1V?dXigPGenyjayeHQ70451QC{&pZHTg$!fkA`Q7JT;;^w0
z9ezHUzIq^R>V<x5)fG!^P@u&&FGZ7+r8adyeowGln^Z4i_bdiK^hREO6%s=|)iq?T
zFrmx>hMZG`!nl)#yser?XDtlOO`fiZ-Y6EkN(df|cC<zh-e33on3(L+_j6SS)!l00
z%M>)nK#CP7Q1$~HPc1d>rCs?dEvbdXlyphCguQLa;-zpjty}xT`f0N6n0Eczt~=rS
zB_*l^n(i(WsPy1+8KbK>g*C^cjq^VK9=yuc9dpeL#kithaRGWRlk`mRRX%Ed?nhKV
z>HUwo|AYpK0((+K<VAQ9q8a72v@`eqD}nOHpTvXbWdj!n^omRXO7-^$RzVsbC0cz2
z$4ZWAI2C0!4y+_gb|o#~9D=Xq{)k<X7bj82A>Lf^raZS^Z-<TGv5#@c(<*@QbAL>g
zO~t+ddgY&a|KWDdbQmpSzOWyNR3lIPlVAA&<m}&C%c#yt$2_G%7eY&w^z=(5hFI9Z
zIUcu4e)c=@81iioqp}=hV|?I@B;^Q(B92pT?A<e;J*#rr-}!IY6CFVxfiF^X+3V-O
z+#TmbH0_|R1C}DJ5vK$|Pdp#Y`%6TWS`$m<N(gJoe~3#1TO{J@3F@BbPP$d|`Gtwp
z<>?AN%Kv;@$|~R}Z?Nh7U^EZ$c6-t{2UT<S{1DQWW?}J}nCU<N;CA_fTe{n^_Lyvp
zeB-4L<fJ(mC0bpbXb1v^PYrh0F!md~<m7-%mzB|Pu4k5Rz1Sn=v&LR~NXO?#9o;~f
zYEbI@CjpMUAP0_6NcDe{niDhBFa7~qlme}%1&D$aSykV=fqR!mK~Y7&fkqENrU0lo
zU8(VkRU72F;XWW1-X`f4<3NhlE$(A9Krm%VtOF+zt)Om~l}Y>iHy{?}j{jY)YT^h}
zc>or;L3P#)K)u=BC`ZQbeQXuH64S;X8UociPRzWHdUF?=MjNbB=|UyQ^_4y|G$h=a
zPVoIr&I`~hCE(1*9G(L$^t{4;|C+Jhjx#wzuUOx^&w0;E?IUX43;?kX1#7Cq(p13U
zat1tH?29R_m*mCLHY{ry_C=)(72b{jQ=kcS(C7^tdqK8`?}XyMLO*=yR0MQMZI7d<
z$%BL1ht5IheQZvS-#m7OJzhoP7juwlin(>tv}qa!H6chU3yo&S{uz%hapg6ilW!{b
z8%0x!0Or8^d>uLK0RmvE6$I}bg}<Iw2l6Ga+EJAD?PgQ8u8|uHFnNNl-wSjbu+XBo
zp>RJ}<ehNWg~<JjPil=l#9ez|!OtkJ1H9(6JPA-1P;V62reE$UvDlHIusV@D9@bvR
zncWjY3kM<;OS(TlAf`VBWZv}aO%CY!9Pm3npz)4h?ps1}FOZRngx?>Ge{Ti+_PA;-
z<O6ct*SSeIROuOP+22%|Kmn|!Kg^H!_773sCy#(@q3T=my1qj|9C{y;rB=5qbD6^Y
zBDzBNanZ)&RIsq_bCA#MDLaEr%IA^Yc-PuRm^A*^wY8|xdyxqNX|5PE(YhHl!^QWP
zAAI5M?HlRec%#0`-;8)a``}h`Lm%TVA=7WbE9Q%joXm~>GJkbWQ(sXL)f6Vb2m%NP
zw4BpEczSEL_S<Ym;uYa*qsHT$0>3g83R>7K%4UsDG`<8XddOHNdnJ_KZ%01xYnpUh
zSt`)OK6aRNpD6bjUn?36$+(&P!BvvoE<;i8m_?=ulZ~2qVW8+&V_DpOkvm=fc<n(t
zQzj1&zf1iUpH1HKA3~>^byGgN(m!qj9I~<}LApcR$g%ot9kzbu%0A^^iOo6lC3@3#
z2rf^$7$xrjL>|Y`BFI!5o^Oq>0m99G?;Sj31OW}I873}t6YJD2?wNO^Cict>E-{@7
zZr&}3{uYGk&d5I}pqQqI*kb_wD6PEoJc7KNz#boxLqnD^ofd%BwP|>fUXP0Hfu#RH
zwY0CWiBbukWPeG>PWi^$UtEL-^s=kyiPliXHN+Rx``o~r$(;(}$+%?mONlD3xqPYf
zC)M9y!sgf=aDH)ze9?zDUMHm=?LiSkF;~39oXF|yTl80Y!(s1xAgaiKE0>t@B5sGL
zq(^!>bqtVJTibH@Fz`l9C2-tI??FfApy|6fc2x8#a-T9t^SWr5jzsoH$Y!x~H)c_?
z2}mD0w1r7#y6j&ola-n?)_Y<Y2@a>xwUprEhVjbR)gE;J+4I}MJ0NP_5IN^a>(vPS
zFyeB+nsknx!=h>qM+*L=y&-({-)$mIl$&!T-qGw@t@r=0eHhJw$||{Ow&hgn^CQ6h
zU7^K-m^+wFJp7SE#>m2-!g1?@)3yvYa3G1Eoc}n{5rPC7yIDo|(aV_p$lS=t7m^Ge
z+Tbv~Wb4~;WsgO#+mgt>wqzrLeo~6eF37cPPW6Mk+b~C3JKAgjy3Q=ix3X46ic*E}
zYpekS?fXt<s32ICjMf%XxD(22k5taL<8HaCB3zlJzD;ReWk`O@u;|()W_E)To&Wk1
zDj#V5({MUO|M{~Q<Ke6GS>=fS5Hi6knOz!5W^7;fgvU%6s^g$%5)4diLkJC5EnDt<
zOEJR~y}l}>CfmpbFiAN7tm33lk`{y3wXk{@JY{{<8+tBESMng4Lcq+%ohnq353P5g
zMk!kb2X59OQ&tZE3Jp#RL_(;6CxtMyR6g%d0l4{fqCp=j-vK}G?emR|G-QOW1bqR0
zg1iT;sq@}vch)a4^o{KHRH0Z;{)%3ZDL4XFL!t(UN`%RUoByz&BMq7C?GzoIzTNa6
z`WsSA!3v<UdR~}Tgs6!I4zme!<eLXogQhoH$MZKGlXn3t$i7;ehVGS|b6^+rK>O!k
z#8B~r2{Icp%Q6#ep*T=`CrV8rfu^M@Cr84^`auj2lxtGs2=j#>!1#ISVdmYJrA&Xa
z`T<4(>%|OhGXtl?FJ9@1QSUXtp<at@)B=m}vA)ph&%pjMw5yMbf=-of5hzMr*l@3}
zwMgYR$@=ws>Eu}MH{;K@!>1HIfFEJ>W0e9O3M}ax_UEnO1E4<8)+Iv?3jPlg3mIly
z2YYq3I7bYbIXK>6zF*aTU(h2X3fy7r*45hd3v+2`9>@oJyR>Dg&yIi}+1?qu%j)=*
zsq!(tKv;v?OoY<az;Ky2mm<jSAwKpP|6ic%lB=toYtu*LIrk#Bd;k~b=6yxagb%^E
zwi2sUbUn=-?6k5=1m=%#PxGC`|Nb>{xS6$BK?up3u?VOr7i<KR-aaj^vLLV~xCoHQ
zPHm1M<4T7RLu#*r37tnOZH*gq&n=^<-aGwgaSnR^A1{JsP-drQE4dP{K59RwQ}S1Z
zlri{aq!S4MSh&%G1~D*|^3&_E{4q4~)|2y#-Vc4X`YZXl{Bp9?ZEx;B7I9oNi9gEM
z`6ULqp_}g^C_injfLn%j;NGPj^IWj>HpsSX8n+h=2gY5pnx&nK$w*Bu5bEXk6l*$A
z*1?p4`dyQRZLiW$OQ7KD!^l+xoP=}=LSmV6?vUSX6jJ6SWe_yIddW?Q)A*wUNNx*g
z)Cl9QH-HJs*bL`MB4vak^64lBWaCOWBJK4~Lhi%Iyr0n28FPkS8@u49=|*w+K{P%{
z17^AtYq8yX){j!9evLCV?C>dUX<3C2SaF;BIc&~@T&jZt7I_f$XXU#5fv0;qO$6P%
zx$`qQNzz%ZFKG{dMqF#VAO#XHNlGLlN#Wuzkg)Izkyd+p2Fz0f;+#R==R4`m`{yxf
zejENVh_hXcu0`EitK44ASv+fXGn~-g!EgwBWlJjCr5}{5x^_=nDEci1B?_<*PxgRd
ztYy}q{648u=^%HOAkqBacx+O@B*ix~b(Q56!_^hT<=6BKy(qw^-EAZY*yz+Fe7NvN
zWAxvG1>wCa@F9wC6Ay`*GyiVivE`8G-t5j1VDKw6a`t9nElI<>Xcd;S4_UZP%tRl-
z+<O)vC%rAx6C2dP<dr$O4Fk4V+n=vPLsa%xZ0MDv@skLgh?zcc7~Vm(QmI1tAKQ5_
zkHVpaAz&5cIy@AK6vdHKsUH0!rI0vu<N@UckgRZ(>ff4-6?`uU%o=1v8mi^ZHXC7=
zr{ZJ<<3Qh4i0BoJRK>g|QEhA)w%UF$srT}3cIan~XG`Vs=bG<D>V)53<kDbY+`qp7
z14Jm!7Y+#=s|kr5!7yXv!~~PX1mi>w6HZQJ&b2=YtA7&L<V-jKp9nRftm=I(yXN?K
zOo<!s^n_BApUOFC9`tk`Izyt+hp^!?M4(&-v?TX8mcWZ@0TLztBT7q#V9PWhC5+Ac
zjQMPL$tu*?)0$>)%}G$J_;KqB>!nmI3Ce+ov<H#G2LX4Y?#jb-R4?Zj#?VC7@(&Ld
z-5b`_yIT18+Rwb+&v3&0Mem+E+7o*84xLbklT{I%Ng_J3It><xgF=TzZ-+x||HB*6
z!Efqc9>3h^u3h{{uhGs)kCo(PLWcqmrvoxM6e8pM?HCxJgMH@HIK3VoBH84c_3|+u
zQtb)8E3k?s(CZ?nv^bGDk{3aZ`){mMnpyJ<lo*R<UH{YkdP(;Kj4JYhCyjTV(Ciq=
zVGa0GcLuy^nTS4U*ZHN~$J+mko|KWca?G#tP-9~9B{8uDkw0j{&_DRrVZ=_6f1i^S
z+yeTkJX*zR*2h5gDuA10(*ijR%q}ZI@B>|Dkk-6cdc^jRmuYGjvot`gfN7chJnThr
z^c8VD2uQRsE9{y;FsvCe=n>Tv)(~->XYqm2MDlrLWnH)Ezef-3J4fT{h=s4;UJgo-
z7IgnZh+c<YF|z?a-`@M4KK1wam*%RKuP%WB>b;3#a`XN-E>Caufeuu9edW_f5bmFD
zU2;FUkxvU4Y_|o}4%-ta5km!Wb3I$uT!#(fB6m|!4`N_df!D%4yFP;_TQFj<C!ojh
zCcqJ~V>m<xcobm$kD08*)PcjdzOh9l0RAN;pw*vwzFy#|Mx9L0y<MC#cL+L9Jp(2P
z2=Rauak0F#*NU(R#2;_zD!)Gb>(8$gM5tPcFFrWv{M!`q;AQ@ep&i%gOl0sZt1y0^
z&ZK_2s8v9TD^yPpYNVr2Zm({rz{Z3`Lhq9FW-Z?3gT9^y_hS<dd&eWi{!v9^h>*AU
z*Zr+-+tIQk!5gsNA--?lGvkIr<Wf<wtxRlGwpXEIL4Z$e6{eodz<i-+YKRpR&3?ij
zstOkcXI-sFNxOrYiDY#dxstIyfd3zPgAtLBhJ;Awe?b!{&!11E0&wQPtdcT|+Nd{<
zd@cFe$FzlFy%~<hB~IS}px!^2Kshxu{)CDu=zVrkY&)}08{j~LDgeNZvuEU~+2#|p
zA?V6p1~jaai2N>5z3O!xhhCxlnUMdDpEU_Z7CO&BhXYU@g6J4Y^@b%C6~`0$_hqx!
z>TIOZ8OJosh>lsSl6N&cIKZ5%eyC<Sp`*bJO`!lRGd~?81;C-;xRz@>ENh4wV0u_T
zmam_OasM+U;y`VX$bYa<p&AbJE${E|E$=fYA~`d8BucN&COh}udZHta+zBEU<hcKW
z9I~nX02_-#hH8xY`)@UzgTcbkN7)z#A2PT3#iBT-)&YrQB6$D>4|xt*KHNaxB<5xa
zd|nV>SJ|#CP;j}691~l079bl0%x8jHG2ga;sS)${!euaE*Rz+vjD&Su2LrSNa8jQK
zIbxx>&?k@Kz|ufbE;~c(%58z8E26uYCvf>>RUBiyial4xj|h>460MpZgqKrTQU2RU
z*!-d`8einCxc|=4FZSHcmrOJK1l131g*PdKzQlkM?y8B85d>9>C21DTDGxA|d^K0;
z(aRuq#8uUz)Yjk8^N*CuM$qJNbuOxBKg8=M`4op(5kp#swm(FghWRYDDoZ=mqK1Qk
z$ppRn(0Wwe+@Rv;%?Pc+)$CGg*#(!>{c7zjDm3^!Pmi2r-x4!{%`SEQUhG==(>puo
zc}<RYS*>?Q?a$_i0epLVE~h8AFQB6{!$a!0))l9ZxXi4&{A{J>jENT*yB4g5I4w<o
z&(jD*J`M;_cnJ<5^Y0#DZ)}tY)5ESiJ+WGYJy|`Bt38xpjrMQok<Q6~T<><|@9F)M
zX90E$Gm&vXuHWJnoj@yFY#^T6zC3r2-w<NWF&Q3CK+yitF57(J_8U_>?PPJJ`|CI8
zk)m|!c>h|+i=fe+ztJ2cFPg*8Swk3mMNS_}iPZ*NjJD=Yq});YMQ*86+56+Euf=ii
z+`{hc{_hH<IiCIh7JRX%&{Z{ux0<4R>y>V|@h?bmc*r6odJ6XhH4#tp`5T7fYEZq&
zT=106R8{Wz7OH%7AC&5;M+tk3IaZAIDXoyWy@pt)?J#l<y&2BWOU6Lc4u3;g-J|y<
z^rK4I790=n_3{-B&$1n>H&pwA3dnPufAo-)Q_*x3f4Sxi8vOGi#YNjH{Fl|Pd6RPO
zNo#M!9$({yi0?gu90c&_-^v3hqXCrv(jqF=e+?yt!jU9VYpBwIGZgT(Su$`9AsK*k
zTl-7OtDeJSZ<(OZrgEAC@iV|mW~ocWnn+|FY&;ucP23IKzX3FhxuITf0iN(!6xS$0
z4Vb8}it!yBPCana&d-iCvta}7ch9x)&l&MKR`b{f7F~WUVuCL94l^+}W*<}-0JLmr
zqw{Ar16;hDa>VAIe03}6u8vzX@1vhUu;rd(8+xAs(9r{uo|&i+d}IYthJyav!@w^o
z|62)QHM0YvmI@1Al^{t`+&EDB>@E;JcnEn!RI{vXQeHJOw~6(OHQL*WrOLXABmyf4
z7Vtl;??dsuZd8V|nw1c0yG=wYCuxc%DNt>oX_$lbCJNDWja@z25K4!ZmTi-^NIgwv
zr@E$^p9zc~^XlPvC;=0#l5wCe8ZAhI8WYs~MZys3Kwx4I0SLnTp2hc06qpBz$PP_u
zAof<(w`T)t!%`!gv5MdV0^t2Y&YAaghyuLHw3>PO3g!&f-cbJa^~XNmx~C_)5XOP%
zXuw`VZ}2(F^HyKfk$4|{QIVFYAk;-m%S9{7MT>q*i=L-1Dp@?L1p@k$04XjOBrJgU
z+s{|aKT!VT7~J>an+a;7?;#mFyfaF#W6dmQyxjS`Elj$qfGvz2d-9Z-r9#=`0jcp-
z&iH*S{_8<)!SL6Jg^dGr&u~-3LfW#5FJLiL=BE2Vg%MhY5xyyJz=Xq4;I2Da+pxQ!
zSGo*ypSc>FJqgKtJzdXO=OP~~v!(?|N}pu8ZF+5uiEA5_`se+6ll#|0C+(-mpm9uk
zF|VSDvJbzd^rQQd>=1gAd$A1}vGpp)-%i!|+e5+QnZNBZ49@5SredK-t&j%pS1jTV
zH8WAD2Ny*F63f>&Eb-XX;K(s=Q9aeOzH_fD6jK3>DPpoZL0^4Gyu>f<O{d%V2QaVc
z>#mqT@4M}nTGH=JFtmCmr90<!+ui8)Lw(5skorTkbO*3uSD^}ha_BpmOBU+27QH5Z
zYoF#QN?;}DfrAeSPquo+bJlX~&;0~%cZ0}l53nj;rB6m#<t%@Hf{mnJ9=kokFJ=<3
zjk}&x^C40glysxIcV5h|DQg1dn#W6!k`IuU#7iRxO$VZA+hEFpM9L^Q@muenP|#9$
zv&fs6byAoNK`06#RB$QflSqo4K9K1hKlpSbXo>^zJSuRSBXF1_P(bc5;MIkvF#uKr
zhbEp;lIjVB2XOc7Lx3KrDJLcX{V|L&FZ}PHYp0!f`1jKP5W-;|f2~@u%Phg}`cKnG
z5(&@rjkP{L=`^M{xwAmFoFQe9PJaz=iz?SB2DHyI5Qz+o)}gaVagW+l`rXTnuI4b;
zdGu6bV{PW9{wrdM?%D73fls>6b9#TUWxP}{^fO~$HP1h+=_syMpnkMsewHV0FXTS#
zIf)E>c!|;ILjfs1lF`@oQYfi8vx~MxuJz%wl6`PS#YFl99@$kXXBmQwWX@4Vg-j<~
zcyH$9ro?q9z#8t(<^4|2Ljkdn>ASZ@?g4(8eac*oF__W|g3MDzO*UfLT9y;|8g)pr
z^%pzQu^TQ@{3o&n+ZdnGUkURX8d4$~u$Rj)X~s}D8BdQRV1-FXw-awPVC5z_(j+hI
z*L7g0iy+L`n&^<`&*Phk>+N%w%bLxE_4YkWd0+f-H4q11?y%c<fnMr*W&Tv*%VWv2
z6W#ku?M*hiYFgMno=$al#$`-><A1CLtz6U;3j!4SJ9NE*U?g40BHTGJej6s{Y}Q+_
z6UL7a1!!_cK0!U;;rQxKAx+{3;*(H7d~gF@5H$6=dLa;MyqRMf{vJF@Vb?_@UjU@>
zF9b?9fE4svcMKUF3RB8|gyiX7r=hd5@d!=<4ezVULe9xMWmIIi4uQC!FlACEjZerW
zri!mAY9I1UI~WvLfFmbnnw?|0Ut+aZ0abef4Fr3R(WL(8As?<%b~haCZ&PPDKskZY
z0fMmv%nX4Tv__8VPbg{crVMpz3~HVL8Ul+sw;;FZNx}8>&-Jw+=n*(ol680pDnpVB
z2<i09qJGCsRH6JxfNC59v7+!(H~|nmz7vtabY)pmGyQwv{t<O2;>`k#OrVC1kkO$G
zEMZuQzyVK`A}h}d2LdUPU8BwTpvtGIl0knzb%aDgS+2Jc1;jU<h@tg9swJR5u_04s
z&Kns;uaGZf*3igOhY0b>|3-TK%<uwBBH{Be-myWzdkiPcmtg!_a?iJT?7yq0vWTOr
zxO>mlg;R7!*!Ww>IMXVWNdkp^0FZt6?reu@Fe4CSuumxn&qn35TT06(kY8aImBRzZ
z=zNVq`slYnf6OBxC>y!$19S!f<TW|Z(!=7cOSk)2;4@6#g<=6BLn5yS^|fj|<=CLp
zZJpgX^s3ubw6rpY{*{Cn`C6*^Hdc3S?YKIwyS(Ibe8ubR#Cswe12PwGcO7M(dnrMN
z4>kkLJo}Io(h$$RA=vb044*wU8hs2|_iOF>-x@WRXnT)&(uNfLjuQ?AxOCGRAW<`#
zno}_79~}<-nE$hPX*Z=eaanrfGWy2+=nW5Zcs3l`jRMn*C4q6DgGlm0cK_jQ^K1Re
z3Tm6nYfH;>u!TSC%h~T0D)J;PooMgyOMQZwZR@x_|4{TjE4QXnu(_-w!5RoesO^4B
zhHkk=f{-9R|H!v92*-D7lFbjZBQiq%o83>jQX8<hMbBZ6X1b(5l=Oe<%Lu+Vh{<ad
z8WiJ}0r^D2*0F0!inOY+1?$z*PEpLNVr|(%vBEz6S3M4H3VlG$5B`21`D5^CcLZTW
z@|FIX^nBdN*WmQCI8)rP*ih;0%BRXax9KpipysmPAVK2stKY&~w^BKS>H&F2@ebrI
zUn@#YhWH14&U|_63IKLbH@I|IGt8Q|?{n&UP**%Wh8|LX7e;_lKYdAX)vG?<*LA+)
zqHY8k*aVy$qW0zo4eyd{5*P}qY(=yx4MBmQ)Hc5iwEr@~q^WHatX5@nP|y$3fTgHy
zCy*RyDcx7xa-j|dSlCad8H)^{7Md&|T0`B31g|m(jpmAFr!?%mG<kF(WyEAr39;IL
zZ}C#cif+(i<7ty}(EQ~}a+5Fa7i^9=FU23QDW{u$-o7D6T<Py5DWNV=B?0>+OVT><
z@t4#{Y$P?FHj<hShfx;9-DYdtemXEmVXI3>vpk8Y%T2s>+TA0Q!A1f`BppRc*0ms>
zW87x_28;F~pqL<+h|Bi<i5vIUQNs`aDeglCJC6(%6vdpsJwGjDAs;p~9k$Q|CX3Qa
z<<jh5#@kiwwNwDn{pSfSuuhG2km~-ynf215RyJ%riNeJQ{j;LQOrMNIhF3Atw^uWA
zz6NYg!db#pGN@?;;bM=5NNtuzR@g$o){@m=1jLb?!YknUQZ!50q|N*DAb;(s)O|Hz
zbi08EAsTA?*gfjoz0*$X>K+6J#sPhSDo|jt18|QG+O%=4h@mwJLn#w$yP|?~9&=Fg
z)H@_RDR3#DBRvaF!Ae76O9uI`iK|z;Fhp8dHNW^~WiA&T+7#Rg+)vwH&jUfyQ;La<
zKzA(Yx2ijDXe+|~2g7l5#v&8<JFRjHt3o1Rg@hA;=5PXNo9qJHc^ZvB#aYNJvqo$G
z>=G6#k8lhS{Cjiw>zDQ2ubX@6SGd#EsDuga$73Ti+r1-%sl&yo&5^08k<F=*-lVHg
zt*t(-WN|H!abh)9kSQq06w!uT;0i;$qy=>Q1)#Nv>NlDdd#Co!tGidXaG8uM;dbUO
zns-dD6Kq{qT6zyxM}V^5#on34k^Z)}F~Us8%<;s`a`$5o$G6{6fXP;E8}{}&u|2dK
z6%Hq521>AT1H%=S3V>bX0&pqH8<2jgcCCepx0OeFnuFRA=;``*dmH@q&HjrYOM1E#
z^U@-9Q{U?}4=H<!-M;X!IsI8Rd28T@n{0ndakBDS(p?ipzor+90Y-<aow&}!a;+Sp
z#He>AY|t9P2{_%6EEP|-!<$m5wqy+(Mdmrkt1H%5f49gPn3;PyMj#_PrAH|rUs)MF
zF6*6Ki+kuWnP&rJHOP6+^ftubJ=2y)%Kb=r#bkMt=JxZ_0aU?g$25a7h!p#bX5?3}
zxU=An!bsY;D_7T7ht3X<wLkYs(8b+rZGAj>1+$nD&E?@?Z9iO;xalzq->GGd$w}LN
ziHS=TOno}~5+_+&So&db0O6R&uPJjf6T#_z-u?@RJX4-sQ6>R4>N{j?>anM|04I*1
zyClH%h9tWG*ULjxp?8IPExfY`sw05z%5J8!&8ACGsGcK)0*vt0EF^W{9}nT3U#*GP
zA47DXhUh-U=&sW651t@CZC&IR@1SR@K;Mhc%*}Uybf3S=S=q8UTdkb=JR0!-Ct3bY
z7<Jc*KI<T!FI{ZO0O9seqlOX7dPh;2mn*<}$S?@lSM^*Uj#uUDFP8K=L_)(YFMzxb
zAS93)NL^A$*Ohv&`-jw~q8R?Yo1f7M*c&e-jv%&Q8s8m|xP$T+P9vsWV&1;I1<)Bx
z+=vgi6Ox#V5jaJd!}PS*ca7OY#`F8b(BYRvkH5<>Q+SKO11FW{Co{hgq9SqLbh^CT
zXqEkMLu{B5-*^Ao33h(ko~s&7vbu)xNi2LDU>v&PccFK|Om3@zM4H~HYM5#09jSPm
z_+xf2nVYZ4$>r!{>D=Yik;oi^bQ<%w@w8|Ub(Xi+c$E6X&5CeJU#fK4J?e|vA=+uW
znLiaK4b36=_PA(6&y&m)?=ikU2A8QRzY#pG%ja8qYYa`3W>f#5Xt?x*EffwdAhtq@
zLl(vWv+_@b-tTB+2mq3m-otK_f`0+IX+Y4ViqM;=s0g{1J8=o00)ihyHTWde-J<w#
zpsN~OLU1bdP@N6novUMu=_Cq>qoH2tdl&}P{xqL*+_n!Oc5!`1b?d;(uAf4}gIj!R
zT<(9U(PCWWW4oTY2>OU`*#^#gfc0!jPZnS@*Z*kB2C?k}UWTVg?5yce0ZrG51?e!Q
z@M9W-DavFJEz7G|6q&z!?<X9&zbXzHXJrv8`brh>>gfzqt0htZ=+9d=ZmWDC3^2gm
z{ZOq~<b5csEWUNu=nyu<NvYEIh17B>wJ0gK1PHudlI~fa<UpR1rDYppOo7F_Vojs1
z*ry4I6IzcRUdjQ3C3SW0T_wx?#drH_iPw|=t=c+REF$6If4y!<SCoNHa)FSnXGpJB
z_`kFO25Pp}REcBy>p~$90eCL>%GIEJH((xW{1BodTFz3(!3Adpk`*jx?3Jj{EkDLt
z!%d6t?dEr~yuN+6Rm&p!%Qxc<lzs%cZ^67hjl+#Lm?#N-05~_*Q?ibzSCpXs`2|@O
zTLACQ{O%nr<ut!eyHzZ|GeXpuW9$>=5rATgFT<WJQ&I@3E2Qu-nPA&z7xum6k?>6<
zyl&?2D_u3+Ks%{uBfC)>PvBZPay0L&Y4#SJxbu5AIf7>O%e{=9&S#pjN!DP}&}_6Y
zXL2AMs^1MNR4$~vH_SLQ7WR(Qb~7N8z2q6twNz(Efq3cFInMGiK6?Mj?fg&#d^yvp
z;U_cBwsKN&YDRi$M1Fj#;~H3<CyO77lV)dl5*G5gbzU7Fyk~T<v-!Yf%iXij#=yW@
z&A?5~pt`!CZ#rfFj_=!t%IZptw!V#X3$F@Zg9$dEAW>0@Akkh8oSNig%1&kQxe86l
zRdpIbg`^-=mdA8nRsKVqu{amuig#ks`}N)-$?)=apP#BvDX~>hSY?zBWc8&-Bi!Nq
z+CJn>$YF$ideLla@q3sIp5qcN6aG<3DySuGwC{o@FqZh_rAQPg_FpW(e5zpWm`_Ex
zabGCRFd#=P+zX|oz4xe{=J$;~FF4V06gBjfq{t-YL5xYgO|)Hiw#t3<@J)9KK$?_U
z7Gkc5z^hy5S&69Azio{lkE||YZuETmdV}U0!?WABre%67*(UVb8C*XJJAHb`ojb5Q
z)z|Z^=H8Iny|v@pz<0yW&WH-l7Z*xu+&vY4=$+<1Z`GC7@_(R7|N61(=(0aB?~9Ho
z9#na&Ke_W1c}~}7QdLidL(X}Fi&hDg7+5rTC?r_LororjVA!-Bqq?FAeny1MsE52W
zHN2TX34l4@GCUj0T)t%=xoezdCjG@!5!FuGw_I6yh9|#W_KD=3rCQamd`sTFT>J}|
z;BcPJehWXP=H8rbQECz^gAPkIbxG;0YsBWIHKND%OnOY(<*TJ_Ijk<qd%s-@l0w)~
z><T(sJ#TJ0B_f(|s}6(2MFQ(!S^(~#{Y(jW>gwBAK}uNjWhU*ntarEuV&onXFoLA4
z#{am5h^@R5a_3*D)wP&4Y@~^qmE(GgW1Q1Rk>CBo5*jFOb>KkXfG$j~$6+)E`c1W9
zwFhouy|*~fA>Bn{{Y4UEMr1*vEc4jNXMs6agP~)>bXkuUfi@+yzP+SWxnTkTU9ytM
z=zz{I`F%JeT8%6ypN63K)ZD<x;d_b0KBgPN#ZJI<sxfoT!?uG&o~lq;%uu(nd(^7(
z2Dz8fgjq}DkSg#mBsEvNhLW3B)8T*EYVJDo7;S!c-7az2EOy&0^@WVr)1sl*!M$zs
zVD($iq`)3F%8*Eb4=;H<qdp0<<{GX%!--52K4)=K`Jx}Zp`ewTpnM0Drh4{^^Toaz
z)hbXD3k`mDb&_7NZvJzJ1-#)sYGM`YsBZ39A}g=OvH+6i>OiQ!xMT*(hOOW9Y7*LO
zqyT(w(J1Dlp8ahWK36x`-fr6VRysfL<M#}M?_&nEbtPLiY=eYr<&!Ody4_EnM?JL)
zj!v&$`2__%w+(WAZEGS^t5{2Qgl*K4MwvGH_{HNuUl7|<KT&5Tm;PVEL*PW<Y5Pc7
zH~Vkg9RW(N16_I=#iQzNiLoixmS4;h`eDMXx0WI{hBtZ^3d&o1J`y7`(+<!j`d<*o
z9oYJ3?R@1QO}(zNkdvfYz)TmHYRWJTn>SN5Q)VDDa~h;*H8igukG*0oedWCeabfih
zDV0y{%r{zjO8L|@fY7tvaciL`9h+-K_qcgctKo0Ln<9k+9RS<)HrP`XVVd|4@}=vq
zTy&H5J&!UEocm<U!eW#6M--e&HQrT!!ry{}zSd@xci5Nzri$gGf~Vnq1BmSLPjTMY
zDsv9Yhr0V&^gbrNcwA)d=J0rMcrPCH;Kmbi`thezk<WOGUef~^HDYi<@+SvOQBQuU
zc6UWzmAHCYv;BraF(dg^Ot*JFf$`3T=ys{$PkYAB=vzJ-WMpG`37Z{Du-D_y9muK(
z#&^*_bp5Ve!s0-dcY8fV_J!hWr!|Pk?X3RkfF3-j>Gy_v-#^@Ry64W`Lbj@nX4Fe<
z6zf<4k+6O9q*&^p784WTETm2Xm9cgp!ka%ArZ-ilNA>j}LaPT6N(DzPq=iR7M!+Ky
z=!4&*<X(hhA&ojQQ|lNNzHIfF7-no;ENkd;G7szZ-6p939WGZRJVi%VJs#RU;Za<G
zz2T+#2Crm5<643L#sHf55jDhB86xvm`N7<iC9y*Y!B6XS;glZ|sq2(Kkt&?&k$Mtw
zt&5V&kc=~&;XX7OkFepOy+H;pzfOTJC8jUJD)<wD3^DegmYY+H8TQH<Sx-UMP0wns
z1Gws2<7edIog6%$Px>d9Z_2lS@WOLj21VaNfUW~qoJVCWjnz*xODFyEoZQ@;%%<ia
zcHTj!Y38rq5+l-igD&GCkft+yj~(Y7CO*{B&$G0PNv#;A<BlCfo!cD$KBWHsyS4gy
zk+zSmccfBo+eP1fL2e5H+SQOc(JJ$SejaGxb&OUiV`JDQ4OuvOnT+YRY51{IO@kid
zz=xT&kLF=X-SrtPf`g!(Py+pbh`5B>M`6qK4mX3TB2c1~q#-@yUtvC}ViZCHB(!eE
z`yO~kNG6kxy=`_fqAZxf<fbXT9!K|*iXnEH;v<VcIVYIrDtHwFZm=0<XRwStlrm)O
zZL?9Ld=IZ-^8xZ{BdF%F9RHeG_1;q-O3ZJPH2@{hNTUx%MpR1S{gfiGiLzcx%T642
z^Mz0cp!ORZXct|fplIbegi281K&o(=NkwoAX1g(C-_}ML^7Rtt47^HM3B0D?@4q9^
z^9QxwgY^g9is%OAd^u4Urop5DJ+0^*8!lJn&#9CQWc>2fnS!tYb!F*Knt;y%@&8(B
z2N2RlbS;o7Y5QsosHJVS2T_2Ai0%je{)_DewEW7q5Ou1M6>BI-g_+A(54uzK-rY2w
zphiOv9wyitP*E^*vAtM`gJUHafnwFd;;=fGt!@fcv<le^xDXi06rf&4&B(sgs<h9>
z5Dc{^wmg$6OL=9&#}S^{Vd$Qr+C4Vk9r~NQ`twhX`&5G2tFZ6EjPot?a^r6bi)@I&
zG=tf2J#;x81;M8J-F67IdW*C10mN0-DE1SIjIH$sJmAGJ9^DH0BIhWS5u)I4+JjMb
z$IshI1Tef?wr-8@MT9S7uD~_B?U}wxAV166SA_LPmvsV$IUGpS6<gF)Uy@m!$-LiU
z^TVHNnB{K*Eo#fY%=PZ_Lv^M70C;9A9%OGG>>lo)csD>iHK-yu7^uEgVCn{LkSfUV
z!)xF6!}f)Cp3&}8UZ=tdT%ngxCwL0%G2lRMN9yLIrdpJrq~3vp@^?yoPvlfWRTysn
zhTN8A2pMSMU?C0B9oqIUq3_>I`&d=AkYJomZ?H|B0(0J)viy0|!FB8@r_VSwpEvn^
z<;thq1Hvw9KYNVyUB!#YfcG#x!$K+1v5ljj3_(L7lu$b<^+TjIYTk|DVhj2RvQ<q=
zXzu<#yd~>*Zh>S#>owmVpz|@LYVfF2CzAhgYjWM3)sGii@Xcgs*87-VAeVo=`gRSZ
zXP#81Z6NzD>4AC04*y?g>nh1+XWQLOfY}AB(+pi(dSF#P+kpMyr5vaMGGS?d>7HbH
zZTKx}9ySIFw|qsKzJ#%HT2}Q%rW3w*$&i~BTBo^M7(|{F#`Gm5av{Ff`q{lBJ?}tu
zj1eKptq?Ah69LoD^I#sCK(ho>5o-DTZ^;lRwy%Q!9X;KTC*KmZ6<`5)1MFhZD{>?Q
z<q--x4|4Ku6Tay}udwmW_gn1MLrCB}EE-Az+R;lswEa3+ED>6n<&h2KscQXj{_&fu
zL6?xH$c3@;ml<Cl{3`v$9&vkDlep2POS<?WMLPXmP1^sP={6oi!cTxu3a?j7MFuZd
zI%*Moh_jvYA1Eb{)2)+RD0$q%-e1JYv~LV)b>{=h|8gGDNElxmZ1h;@S<|_9-f<oX
zY4q=!EuHn+imE@mr;r}t{_^mYn8~A9cSiHAhhxu+j${M03TJ{DgkoCs4k40(<wB+1
z2_~Y45PYuEA+Y_$T%WTM>y~4u2<on8Q={>u&6eZb`p|iv^eoUwpPvDyzTK+#^jZG1
z7R+O${VFW-h6F{svC(}n)#o3N7VvO+AkzdxhA@=-;>@irtDVbT-2(;+tTPGpI0SI*
zazK4}1fa_lt?%KnVXbT)@?U`_%rF$0ZLg4Yu!{80dhS~VneD$PjHV|H{)}1wxve)x
zMfI!<tq)b@c*l)?;2i`%w2kAUm8_h;uR#}bz(PlrH6U^X`P*{apsi>g7O>o+Lcmzl
z0@=uDH1sPo_?dvHgk3TLBPX**dy6VWAL`mVc}Lx?%;-Ys|2Vqtc&PtB&N=SPJ9|WT
zsF1y7-El&aYzo<15oL4E7D`t33K=C5DP<>>QATDto2)b9j&t|>e1CuV$Kzq0`@G-J
z*Youpw#xA2_);n4rKs}zj$VTZ0oFwQ-lt7oelI_{R<uXdb)w|eloZt!ROPix^KKVi
zmy#Zoksg*7Tg%N1`no*ll4%CNesJ*p09qI0&?|yZ`u)`%fG@Xh14Xj#+aD%cHYbB?
ziAm?WP+N&qpnTZgV3FL*K}`BopW6P6H&}Y8_XcPccHM9qd5{$EMUm6eR#H}%yE3OL
zKc)C*{>sd(Hi%NLs4~Yk%e08l$1Io;U^p5K@?)I#NZF*~y7xIBU!i-x^shAk{8HKY
zH*|veYWl$D?b3(Pks+b8kYKj?dF3OoHR6&G=gpRzTIUL*g$qKjD4gE*+IiJAr}5`K
z-K%Cup$FT97~A`5wrMfgtxIhA{jiC&1{*g2>?41!pSxf8KzLS{kMys9nl@e?kx#**
z&o!`Vl6B|b)4E?pD$Hsdn(EDLk}Xjj-;3+iU9I<N=`THW;BfUa3%p?@W%4uhvf)|O
z9?Y^hsgpM1vs$l7)$XPAYtn+LpQQI-fx6%d5oi+r`?IwQZLYPMBcspJJd-7RKej?I
zXjJF3Np8}z<1*5bdLKlKW1Y^f<+3xG9e-<=Eq?T|d}{S=?4@Eesy_j?zax3{EZwr0
z(XRWv9!R`Omn++`>aAiBS8ZN5jNE(tldeuQZ+q$D3DAK^A-o$#4LpNIE2*3n{(IMl
z(hR*ufjxG3e>7ol$3!htz8Qx#U3CP~ZJOrx4NY#zy^zYV`1@UAZ<*`eDwpaSm$HM!
zRKShs-^!#0UzW$dEUkiZ$~OML*3)lC4Y>nI;=0oN&jQZL43>R4thlKw)UGsSG!Uks
zMCy8m<t9SDa_RaJ_O&8XWbKp~vA28TV3xfsuQMuho>(>ek>q<_`6m=Uzfh_j$))FU
z(U`cK;tXI(^Lr)P$xokRyA03cga>7UpD#n7>goY><C`e_BB$hDN~*V_CFYN&w?^&L
zhga-Es_Xni2xdsm<sXj@Il6v9uJ&<E$#b*Q->;NwKa?NSH(HzES##@8a1+e;mM%OL
zBSJpv*p&@Q4o+}q(8nj*p@9<YvA>U)nQvHGrMEQfgeqOp3Ol82Mjx$Xc0Z99Q$ps+
z>+2`eal1khXE`CI5hqm!=OY)7?7C5Nny7aX58TRMcq(uR?Vp4f6f6y&BoA>b#YH+n
z!TBgPb{y>i<SHeh>ecOHtPUA-aSs-cMlJ(SWn}UovjP@LDK|<)fSI9{PRU$-Y(z*K
zT8^UAbq-G`TSRan_P80fIgAIbV~Z{-q>vFl*L7Sh$8+QXo)-!KBkXNK!OfkEN3yub
zkp%|?L_Q0}20(xE#wL03(W2fWm3c%c<^8Pkt`Pd=vc_<HBCIE)7ludF6*$uZzl!n!
z7AU0$n(5KWDnU02zpl&YBde<7MEqm(l3E2spK0Dnt18=@IDAFsUP91V25_b*fprbL
zp|*_ChP3AiC#Y)`NLwC;YO`2)pEvLlW=wo1L9%*bj4Ev71mTg-ZoC5!QAnttn@8*v
zb1cHg+bgi@0H*mu)U6rA65V+9=@Ly0j)VdV1p<k<e3aiel$sO^u1uIKE(*+{<VJ;j
zOT^dEDaeLyCFp4zvi_ux&4YBoZpA=WY@9AsHnOmxD)CH)FB>tSZDa;4*b|a&%nw_|
z*`bkKbXmeAP#170kN@%n(h5L2<KQXA6s(~EGJ6%~2B-Z92Fi_ty4((bS@x1?378)u
zRc3GkTx7pnAUMOe&|D6vzmp*A`g94z_QJ9wo#kn3GVqW^1mAQIkp~wj{2KP=w5*&3
zRVfSyF48OFNcd6XG<%EsQm{??^M-mJZ}u3(+`tn)Z(sg{w<g4yYMKi)(a;DFXasx#
z_%<`E&+jtJkGRY=kMB5a5MBi{BxBc^cK))wdI+|erIWnhY5skWMu%Nb8=MhIy9WH#
zAS&F70PD!T_9WsZHwDH@!18&$Tp?hvt`1mHJW%LfW;1Zx4yPpt#4P{aV|y2tczc#%
zZs=3`jo%Od3B@1;8<Kx>zi9`lJe&OM*Q|EixV2g!C@SZt)g5=qS90uRQ+pqA@o$QJ
zO6u`bI6q_)p83%yw7Z?t`MyL3Ru%5|x&v0;Y$(3KgEku7<!k=>*IB!n@D=qB?Q#z)
z8C9fZ1G7ldiI#Vs@#Op(u%4?7L@gmK87vOXaI1CxPQ)_??qBq>;Tt;%s^<3;D+{x-
z85}#%$jWDWwU|8fkR&$gOT&f|e*TrQ*Z~00-xq!xcF6P5WTs9?MQ>1l@os|`1}y~~
zE29l;>XF`)*>~zEH_N0CWT)KnY<U`Dci9!D7g}Dot-o=w_EQL!ugjDTh18t{M@&`+
z=v+fJ&fX==-#u!^>}pp!Z*TE3pzLjuuo<SfZIyux9WX}&U~hO&@0a<u;Q<ABFWjff
zC!#9}usR_#5x86jk~!Ir+#BxvCEWY?=eIwix!tZ0pMSA?VUn<R^Y~?v(0qt+*n!yO
zAJS(b*x6X`P0H+;Ecy7mKbcZ|+<7H(xqS&i{<oapS)zXY%wmlixj*+#Z1`+%YWnq)
zqBEbf!ChDsu|4iZ^y!~HYUJ8L=coJYrP#e;-jU9epB5-8;R{MDklMTZ`ytT9NnWq|
zG^y2+5$P4V|Cmx<$VY9|BV)#rKXuG+Z7Iym`ua8bNG>6aDQ^V)uRR1R(4E9DQgm#*
zCb(}up!a|hFeTkkN_U3;w-K8z7=3Og$oCqqN@?EQCx%9s?>dVzAsF99H;|MWc}a;l
zU`&CzCk#?)$#f!eMt3U}H2T<~UrEBERHr&`IsS7u`Y+Lwkq1DHxbr^+aI83VhkhXd
zY&cw2oFawv!DZLMlf^N}#TM54ytTitJ$g}d-c{X!RjVaEswJK7A>06IDFf%2q7j8A
zpf!|QbeFlhFY0?3a`m+-0Li*o!vzG0Aebi%L{q|7zaHV9!n&tG7b1<TkZ!!tepCRH
zOZ@^!ju9pdKe#LGHQc*=ag4DGR)o#lGpIguUPO?~o6ufTeAWb*Rv(Jx|5BoxCQ=uw
zGXW_PbMyDFq?~2V#CWvSkhIK@wA6@fgOpT*%!NswtoCPUZ8#ZC?tL==@G=kS27%nv
zq;tWq8Ogmn+-xYC2s{NQhn;HHCG_47WWx!34{H9JpP#VNCzy{i4myCuJEk4pWcz2r
z^5Dtw!^cN&pFH@Yul`&#4a=9VpMr%Z>UW{Q<lg9c`0@c;#3#`^x;ghpv={bFNaP?K
z!Cb9X<5!qN#E5h;T}W{H+`JaW>$q>p!Q$pa6V#;qfy?Qf<X(cROX{vZ4-Cu;Bk@ey
z@v6)PZL%tEwxm4#GXCLi;BU?QmEnh8B>Ynjg^DZPa43M^yLmKcV;7iM(hZfdKSJQt
zF1<T&H;8bkj-d?vSq^ppttNi`?Z#be$!Fj8T$cQcuw|EnZbzY7^gFe<aMDS^)}PQg
zEX@J>ucymhz?eZ3bL^Rz{&nzn@^4A3WHxB*$@hzooeQ&nT^$Wi=rDquZ&kb`>MSy;
z)a)PTlOC<{Fmgg^l)pjX^+}%fskL30pXW`IQr+25>x;jf-pmwWhP-98+^2b1?Rze&
zZ6dSz<)L|p%elcvGo#KGi9T^y0+#5wP3^+^yYt<osZ#S5TY>{+XpqBV$f3~ghQ^<X
zcbMJvCI8LYobc-i>=+!|3y=5>kGO$|vXWhM{8$O=tb~24fqg22X}^Y%?Gd3eBUHbV
zUH;--Pxaj~^<4`&;Mk!CNRWH~*niovKNVO45+8qsrMp|Zn!u?}3{<&t#m5^y`fn#N
zK9q8)T#Hs^YKAL7a5~BPvgp5BFegDgD5fvJnq9*q&^mHpkqMIX8i{v~x&WaFQ!ght
z(%{;ZC^}ibF@0PtUl(+otz#~eE=AMNt|4sQZ+YW0j>s3zQkby)-w_8QOUmu7r#t5+
zzT`Z4mb3lp`gVQ{Ew@uf0@iSewepV#>qD`%O;dg``P3NW`dp_pDb|VAv-EwKR0QZI
zC8P(1A7n>#xT9k0jBsSLFrOyQYn03XmOMtz-n>@rwcnp+69cr!p*gLFbYR`W((63%
zuz^m1ta&bZS-hsUrY2}gqo;d%@2B0-cJv}HVm^{GovwOED`LGXY4=mq^2D?Gu%iv$
zixg+)d&g5=K(V4a4`Po#{I~RWfWo^;1whcl%ckdqB=^|eAYklrTGCk%$mW+uC0J)L
z&=dqsiN#BS6E#V?fHUs$xqLvF(?ypE0yVh;o>O3|_cH)NyYEB2#RJ(jMdS8h?rB(4
zBz(o{pRow2iJ$7^%)sUbF6W370W-xm!$&i8*!5KvBa!<$Kz&A1HxVLWUiaBrWFJ@0
z4+WatjVGk5eSQK57^cN24eJDrH)G(tFr(viE=JYRXhjgLBm$ge;F>Ntl&RJ5J`QT@
zM_WJS-voL{C@|JGL?XZx+_a99jEu_b*jT(;`~ZMd@MK`Bk-NVoOh@V(weu_SX+zf#
zA-o4z;Fh3qyAOW#xQqrhB^n$tPK*2RCyoiwQ_BoHri!p~U-H@Y2Av;IFK~4)Kol=Z
zAgMhiJt)I2OgILOOvX;lkZ=Q#{p0{3Aw~`hsFfGmbRW@!F+y8xPOyzdBzR6(Z3J0}
z0*na<n7dli@Dh%S@_0P8E0l2%D9q}S&7;QYg^0(=RW37Uz|yddv?@qusNyYjOe~O8
zSj3-qj;;}ci)_4F)Y=%AnuY`bj;y&HSC2tIijSY%MTD%9WBBDYq;rXo=m76zmE#j+
zJ1mC})Xga$S_Bb>dwivK3o6}?)%Trpdjch6?j~`r!qTJCcXUFS%`fzSD!Eqbc^Q8r
z{$omG$R$wie<-KoZmRrEg`HdXJjoc(02>>x5SwICcp1`-os0eUHd=|{DNHg3k(awz
zej&jT%+pgrrQ3rIxxTuQhOI$>k7$^ohJX|u*a2{o5nU)Ji|J;|-MmTFzyH$ThIOM3
z+Y2KE1T>r}crY2yGA&43-|O4-uE1|c;5sI!wzXo$%-UO8LXjuOlA9}spXt#7OF;C%
z_lfmD8dWc)44x)lu#Vg;<m1ZgrxMTtuo{9r3fk|~;upiI9@Q}1m0gNqjf^)ve?z+6
zaqr1XWMTQG!aG$%N~`;OFs4=K?}g?I6!5WhPn2wDi%EMe&rWLgA9e`>T?XA%iQH#u
zKe=D3Dj<@t>mY$QkqKKjy-T}397N5qRvmeuXa14C#&r1p<6Ru~$J)~y5VlAAh|>CB
zCK~+95yO(l6TfUWtM+01Be?n|Uw#eg?-Y-Ab4y+!6aTbpYuG8bXZct|$L}g%OtsB&
zqj{+G?dD{<ix!o{3vy5BB|LQRLCttGd*krrjBghL0A5rV?%h?y6WWpZ2-8;cM1qW2
z6V}Qq!qR?WU_-IQVAU98q5IhN-x<Fox7i(QW6*?8x$MxNRNTJoW3J=#(mPko=RTQ@
zKCG<RjrS(R`)<YM_T>{6NhK{e`x{RE7IGbT+BXr{!ym5^k&E-uCv(_Ogm2IMKORh+
zCUt6sliMv`P)`=7JEKD>vWPo?f$adR8Ad5wTI)~`KZ2d}?9hxn2}#l>Zl8)#4t_tU
zQhqHscJA-UI)-j9y(mSUWr;n}CJ=D#yHN)Q@2D>G|4?@J;h~X#hj9yq>Jdlu&#y~&
z=oLrwnW3ES2NwzoDIbNlDBt#Gw92D%*Y}rSLNHwx*#Ew%cmNxu>MSD$<*?$w^2Zy;
zeK~IbRTXJ<G}6Mmqe-c=TB-9<?T5E95}gHTD6m#KkTqiV`Nova6-_Ho!3o3DVv*n;
zoy%gp$(HZyBz=4@Z>CxO1CCBA#5HSrUFBTi&?Poh02T5k23acs?fiYdQKJmWC<7k^
zfdJ#BFdLnjYetNg+TW#GpO9ZbT&f2d17KtZ^H{mtiG{b9kt~4`rjNQ|>C&S1kwy~A
zbnp3eeHh-Ojo+SJ0<wfiFEnuy7peFqGUh)e&;bs*2h$m?5Klzw@qkP%hk*@P{3x$T
zMB&ZdbSYp^u0Z1H7g$G5@oGAf39F!=`82oC#v}|U<wq!zh2kv5kwEPYg^&^9)u*SP
z$ymPpQa<1z)$K+l^T7W*jq=vWbor<)lZGu^Ho14EVUrO@bA;~Q40+uH98*axRlbwr
z1ef_45pSE!Lf~ACA<<dq78N?c2NBhrOJf$#$2c(-u5=cnQCS!*PCAFBC?Qv^y`Mmq
zC<!>hpbYe25SLyTYVkOo6t$#1A3p*i3bR9H;zcBX9%*emOokl&o>3098Cj?M#EIG|
z4zEz%Yc82yi&%BsxfA&*Vxzbr=UBrU_QmFjp7j%Y>&Fq#9>2TvL{(a_zEs0nBVtfK
zs7E2}P57Z6>Bra6ZkQ2+2|NAIAVGS8d;3Tve2_jC4c%eWnGakA$m9Wf-651)93uWQ
zN_OZ4+bzaxx4f!*Hb0BI|2gFTSy3bPPm6?ta?8Kx=~vMw=gn}B_8$~z|CGp7$u}=Z
zP_?~i;=%{!WX%3<frqf;ObM`;u%_CVJ@vO&k5G>sq<0*SqUMj@O{?NLNRYu{V-@ox
zyHeb`q?H7D5oMI{keg6;68aga)!?r5yDr87WO!4AKd<R11i_u-I7w&T9C*lzu0m_G
zY<|wnSUARh*PUXGN0<j|j;Z)VMy9@<$AxeCY)|IgVi($r6_V(ry5*9Ydvm^bu3s(P
zeNcG6k>&u}$+4CB6g!lS^@?}wv7|T`JC8ybqu0UYfF^S9_ppU$hUL5mYGgQ=obmr<
z-X^KGfi+z7^*^yN=_kv|jvy*Nn*>Rhu3aF<xigUCWOA@StXZp<9sLTi0|3i2=DvU!
zAP5&@2P8((gHVxX=J+kDX=PPwpNiiL93d64FWbOGe;<g&O+*{6gwm6{9_<F&#(5cK
zB&9J(XFs}F$&*?o^2Sui<EG*Gw$x2a;;3c)z`nezRBa$>kwF|GD>*w`<6?0yVe~C-
zCX*TLZ@Q;$bwz!L+E}%st3Rw~`+Hu9+7)3pP2ITrm5M`=ZT5j?x=i2iP?iqcJ^ZMS
zu_OCAQ5)7bMOO=>E^-Ns@^qyCyVt7a_c0SI4y-mBe$jw+pMQOB<K7Z>l|Er&Wu-;M
zS9ASl8r$zS&+Wa_-RPzFrLQ_Esfu_6+ebQT65R;uG__Q7f8606D)g)cb^A6zVs>c$
zK#l#u*@&JL%w~uQv`i+z5ita21{ATb8#SdV7+s_Eu6iJzz<kLyC<jS^@dNiBz`XtI
zL&<>`7lGhIr|}@><Qs4(<HL;iP~%%h!UCD%NK8?2wHQ41%GK=bZXkq%iyX&+ixJYZ
z`s7Ayb`7e>`TdpYvSSQ(poUAZ;?_2M_j_pf0qqpsGq9$iYoEUI6-~J&Z?}DbV4;Zy
z$R_$lz_xgVGy`rUC#BYu|A=eDuDH6V{ix79<@ixDZbnK7^CpJijz$7&Y9$KJ-Pu+u
zIy0wlno-e-aT@yHMjyCZP<$7AAw*4R35@GEDDB0}Oya?nbSzv7aDvC#i;k1&x?z=h
zV?3fn;RI~*0ExGDfmahmw+wu`x+cAE5HScw$x&!SX<i708iHHo6YsNwgoOF^)P#&8
zlBDid9nis{-DCi{3H5Swk?DdW(5v)u2tkujjR$J>6<}GYDXX3WfHFP492T?jCO8_B
z>ArV%Ni}97%|QgZLfavfnoxXz)9#NXB&*XarzR*DZ8B&}wu?hwh$fWg2-t)f6Jqh&
zEP`fEWIAV9EfCzyN9Q8NB?H(0!3O=90f)+yLCbVWh&B=(j<X1hABKs{_q>Z2hX#^O
zlQ9CZLh)Sjv=rQT7I+Vb%B+Y-#Q0*`Er<K(x`E+v{Z$CCX%a<&UVGd)`Dj7wD6(G2
zNb=}Hby0=q`p4DJT^dTTD<c_7!js)t$Z;Vpy`A-nP@?lqo6rzXJ}9_0?rl4#DY!r0
zMnhK;jg(s^)Ah(Mc3)7$=D|)q;-siOlS~xnB4Sd%b4V|e1p$xviC%>n19NVhM0uQf
zyq%rF3_+bgAC(p!+54)bJNH*d_3BRe$1vM-y{_SsiynUGvs$Y9M=jm!>TB-jTFn@J
zlfGKj-?Lap?g_-`Tq`LzE%c08!<aOvh}mRi6*7C%s09#p3ZI*ezXPBm2_k(1z}ioP
zX^v=!xC59Vju=gZgo{NPe8XpzNu_wm_<o}|FglGjXF)9INpJiTS&7znI=|e$ne9J8
zvH5mt=fk|2nfmIR`OD;3;7uUZ^A(pJHRtn0A?N<*Gxt_xQ6!v<pr{gHHmsqBj%G7M
zb$>12lMy*$*i{vcFXnvQXsKIgh&JVT0ORC`z9(zE8EW|c@ktu~TX2=Q?1wbYF);k>
zHU%KuN2xBOH!W^20iaDng8MR?4!>Nvk{y0KJDxe=0P{Cn7oOOMB8W3hJd*kADnO0#
zEX;1h?b(Kw51_IE7WQonl7jn{`KDOnR3-+l01~ctf>Q%3E04XrM}F@AS?ceG2|a)D
zJ0+-l`OEKi6ynnYf+zZLBx08|X@{U3pOz9wzLcKruHB*RPpEc=AD{WFJdO-mTn<5$
zkiO>!VXp)&jCg9F?DR6v7pYVKr37Ksf{%_3h9loc1DFU!-tNw#{`=EJ4UIT+yc4x+
zBipgJF>*)kU@Gg&`N(Cw*72vPS)teVA-#%UR}3yy?+OTZ0I`eWt#d}?UhzGc3;|ZG
ze01bv_jXhu7ibJM0xS<`3jHy5z?A|EUql!KbN(_w%t}=ySSRBlI=OE^LAP+VFS~3R
z8g+y#kb0s}TTFJNX<BAv8M}TSaDLR#0L%z50c8x($4VjjKtKzO#U5<9j>+bs`zsL;
z9U0U7dE7;3pFROtS|bNQOtCn)2)%PN$uGEb=sXe^8^atgxm?5gJrkXLQj^6M<Ys+|
zg1dztZ{|u%Ty++P#+ku0N8-kv=J&lT7m`8wNN_ALZ&7dtPKM+-?9Ap(K#zs>8t%ME
z&3J@{c47RwJFEEA$^pm{8>2_WrCo|`B02e~z;A#>EGPs$q~>{+CrKiBM8E5O0xS!U
zILW}ut7*iNQ=1YtzAg){Ay%#NLr4Rs!5#pn=>;Z`5xKz<q@*gVH!-#j?f33(e{k@f
z#Ka(iU)_1<yE4<_E`qRT44rC!Lo)&y{o8ZTgVOkjTWVNlXhddscu<U^*<wtQb8O6Y
zEKAgaEBYtu%ACfPydG3qu)e|U^XE+i;v=0<c?vC5Pp(Uuhb0XH%EEP7%4I+q)^r!#
zlv;UqrzWSHJKL!STD>91=~`-Xq%7Qq7{sHL-!}9<lJvLh+bmr>+u`o5-Pwq@p7SZg
zQHZ{yXujzKXQ#=eKRK}5xhC(kUI_5q)bPA%S8ZbRq_{y)%T7B|fC~(V<_76x&}D6{
z0asEYI^YRZg*GI5iX$2spqpt6pMU$Z$ok>$d+#0p#RlsK#J+a8l{*vMz9#<Het+|*
zZgS1)JoH;2pX}Y{io6Qq#fLA)%Q%{|VIr#GPp-3H0MU1UR9j{=U*mw%UdVZX;GTJV
zw{{qoNy6w;bn52!p3SLhne#{3%5$6xnEq^%ICOND39LFq4C7NOboBaGJ(2Yhi)lla
ztn+W|8-QBoZ0x|Dy%9^W!H@&)rr#g`>1UA-8EJnux*WXXW?NCoOE-?HsHCS*NRTcu
z?;p%%kGG+U_cF20>ssFHT2F6i#lV9v+b?O%ddxTlYhOnZN1uo(XJhUAP?7sLMLJf<
zy{FImQE+lb4mLv?`5+!`f0<f#-=Urz069_ldoX5!%_1Ih96h-=dz8B1ABRN}g;igO
z9~Ugn`92D?KqqfO!C%g2_iksvA`1}2q<Rp_zJMC1p9R|&R!x#Z8VV%42xZH&UM2!F
z{WT-73xq(24SloGD|u8I(j5Nagt$eHBbMo(p>6kOep~-{TW%~u<CnY2_U)X4;SyxJ
z-GwyFZ9{d(ZaA|yiFelY?ugYs79OF&oQ|HL8k6JvXqyzlE@NZY2=}Zo8XIEf{qlu-
zFhAMWsi7g&ls~NT)VK!IXMnItB)x%V^zVL)dYp;pK%69a31MF&#t>=I8+RJ=T03~&
z!C&+Eu>aiaB0DT~tNhrc<Lu-__D<;8*DocXs3ivef3Rya-&j*NS{BMl4Gk%#Ze<f=
zx8~zLC54&yfV++$e2HciX4Tqi<m+2SPrxuM0<vacU!kvK)z1SgGi{+wW}-=sfHtR3
zGbS?Q0#?f4FSsU7!N$9`9!%o8XrgDy#m$*Z69MU$rino2*bwxi@>%2tisGEMx<+O6
z9HF={d~+(s#MJb0VrHy(_sn;sE-;{&iU24c$RMoo)=i{$w+rYI7A0qNbBQR6V(^I2
znS^*P0>hG^PeHm7;~tOOJ~CWeZY{}3UmM^)zb4%Uf@$wo3;f3yn|8xqO(<uAnUh(_
zbo6dDRf`C?6L6mBHR1qlMnnY=y9FC<K|GSr;?b4+FzeE59Duav03w<P={c{r-_0}v
z@i?W~$KjJ&>j1EH)rm+0r0OTdOgx6N@I*U5ffDG55Jp_a8NguZ-PP|ow{<Ci&5a2B
zX<qA%$%Ht0mxN?&^6jUw!uv25MyDevTlZ17NqmfXmoS0*Mza=pkptkD2n^TaF-T@t
zVBIH${9ymE*aXR`#DCFUjwsA@07;<I-PK$}TmXXr^CiTOhba%BsSJ>Q)=n^;)Rauw
zmjTgE!dz0Nv7hf40?#Bh&WX00Jvn9~K9rfL832xb3Y#O-l6d=2hF^Kp3Jg~edgH*D
z25<-cD7kqUT;PH>YY?vMes&r%CMaI#fvuley{L!ie);b^lN)GlLs$PO3#{vR)1XbS
zde5HC;{8)VeP|2?*8X}m%IrQk58WZ-o#~7SnemTs?^|iD(qFjAm=Hc_Ux|q+JS}pa
zrTo(i$v5?qEX>eVYFDppEEv@XN@c%C0gSO(fN!33TWo;Ztu-?WbfDMNI>VcIV*pl2
z;M~bM99oIB?RVVJ5Jvh{@2k6LB%TZaA?Xs@5MTee_GX^fLLWq|Bf9+lbuCuUjN6)7
z*jcZLOT6RBDPVe3f50rsO1}a$JZWOs7YhbH>C}I^WD|75WJmeRl`BZ36Nq*n_aI$A
zi1pLv%^pLUz+}KVR6pc8YBA2qNWkEd(Q;JCWs-xt1oIj1?C^)$X`iw*ri>UcKMua5
zTcuGm4#?;u@T{xSWi=B<K}`&%kFsYSK9sxkCB&K=N;U&4Pn#NU<KzI-);ZDqm%u}_
z!k3617)E}3{icQb_zV#^))Zf_qJQ6|vgGQml)3BqzMGQAA|#0WctSxz#;xS~w;>x^
zS?<_o2Z_<EVwCVo<CpOWIoeJ66)TCOxW6Ih_su*%9KLaIoGmJmLbmE6WzJEN{A%Lo
zE-ONQy5cmXp_p&)Gf1@g*%_BiSbOkf4DEB~3zCVcJ?AS^6!%~dS_c4C!#c(J)rR3v
zwUJ&BK-wk`;qAoz&i5*|-Mp&G&NZdd@l*<m3BZZ})iR%nc>8fTbfQaQbN&5EEptc0
zO^x6)pXEfyk>5wV5j$rig$UAa1oi}l3OoAl>3DJ``-gb)>X;I`PI&j_G4{B-c6Yes
z?BM+YR{Qv8>2Ngp_r{YB3ckliY=pW%d_RxSI$i0{r`|%Hp^{9_CUHxhVV+Bljv54*
z?5DkHMcI-la_tgKE1dA>^w0aV$2PCq7pALn48*!oX>+5~5z<QtkH6h0C6?RvS^!;)
zGrOD0PIY3;%^v{d|FHB}DkcTMFXu(%0CnCqGDfH4nhI9@ZBEK%*~T1R+waWMD+#NC
zNY(`XgyaNq`fa2LJUi7nMn_NCkg>pa5dmh>O+l;GeM2Uq#gkTseHd{yBFxa#rfHvh
zEd{f3ZsfSYDGxJKxOM#`6S(J+FkA{67yB8^h}3iF(|M%eu8aH&2g1&<HFVT2crpVm
zj?afn0{Zo@j-T8r?R?#M?B1YqMLNJ1X=caLQX%(f7xq#qfS}R1H#kNZ-b{gCAi%nl
zXQ;HU1H8JKJ@f#aq2cFm`ux&dz(DGx;sT!zQ6#nyyvo|os|#SEpzbMSq`DCFCPNP=
zu$%HE_v#s}xrH1*aCCHWa`Ffby;rmcYaaW4066cPB?%rhC5>u@@tHu>4DYkGOv!_<
z6A4ugsmuSVo32YnT%k6Cz%KtjC_BOI!Kf`ehnaR=Gv0_?-eB30-8&_5!8+H2+$b4b
zLkJI#)oM<~EIDjmfk1HqUx~nTLTc^8pW5!7uax1Gj>mf?MB5NQsdOwK@JeHJ8kz#U
zG`R{`5~_8}_0*KkvB~N^|GszRAmlI^eEerhBh-#Mphd?CgWW)>Xr7J}$U(i=WuLt4
zkpFP{>1R}u!E2OCU~g^t*$W^ya<Z8kImybqI9Uwa)#9Cs`qjSaxA`}rzlwSIJ@e|u
zfpQkYD!o`1p-smN<(kGx!pX>3){l=^iMWYk_9PwFG)t4-A(7;#hSFbxCZV-#GFPrc
ze?iQrRWWgwH_YF5=cZ??1}IA1AbB*rk!smK0^-kKieCaGbLlsTNhMtWZ8%0xZfyl8
z79`_oW#>`}7~0ei;>&|^fzb7YPoL9tJJsJuH<t`*N86oB-mA2S&kg6@2q`kr47<r)
z`RzzlSiwXhMkZ52@7ooLl81KI{qG9Ue{Wvodiuwt{`5QAq(6N`!F)>gen=&#;q66<
zbS^67CrBh>5#xcNX}a^WuV|E(V<L0oUu5-nzpch7y7=weXuq%liVXp#p<z5~X5EhV
z+a@=<?&C(FbV)*`PT9*n(JG{WJ<%uTUm+`{d=<#PdF(|h;rszM^x2Bz$L3GuRLAA3
z071WgRfw2`KgcK{BTBA+?IdUwuO*alSja^egya(;>8|hkJF1&r1FJN<A0EpHpTw4l
zxS6`>8&@6gh1uK-GuSy^qyh(b48pA{Tn8w3wpHq9bNEk2L^)4PvL8mR2VDWq-pPRb
zU|p*n-o~U@O(B~)dcA&76M@e<`a|KqrgeC3CW$n$vV>@zVd=2y$yysc7w73H7>&>8
z;<_$;Ed?$2hvs*lSjw!9A);CN!v6BUa)$v$Cp7E+7$rMMGQK(XKVs6<=mE}&)6<p<
zn^#0}Q|Qf;T%=|=XDPf4KY$E3a?);_(!7B5qqr*4Pt4CtIF@>f%ZS%qmJO-+@b}n+
z?caQ(?}`{65luOKs_OVYU>Q$JKfZ|wJ;wvz)jSwyhM@?=yYK$AhaBHH2#V<M=ZOe^
zA<`uL<aK>_x~I5vsw6P8Sp|2&?%MUjE^+lJFm}KL;%n~Jz4XZ(LR|j)-JPgYfvjn|
zODSh3(_xT+W{5oyU@CqN(&F_P)3c{i_L&AHudRwtfzx8edq2wP#K^1YAivey!WrJh
z$bF~>3P|LdrC6k1e5n2Kjg`@o&ixJ`Pju$tCqZ<D=9F_X3)17!Z}WgAJSnSJwLXeL
z6hI^`#}YVvwdLtR(&dCY-}PCc0~i`<>;g}8+5mP&&9_)O2WU`830FzL;R=XUkX^8V
z2;}`$9eMCz7VzUl*m@;|;k2njGnc3|TR0+w0Tl!A20vt&?xuCyKnI|9K0Q20xEvOs
zVd4a{{bB}Cm0d8wcsM-y`Z8h^&~Z~>AQJuotvCKIn@UDK<^wgZzM(K5<zysf@Fs<Z
z3~#Y@r*!K-<_UPW4y+3G*lGOWSI;x2$vaJRTHB&&a89fLu{#-9XLn@09Lsb!$`Bgw
z2NnjD9kEE#U=grQqf^Do0pVG>SYaFwh}0zk?YJvHWew$c{1^}F)`8Nl(TutHzl&q2
z-F=|+K>ZvbDGoYTRf2u6Ga%rnmWmHa)wC!uU9&S38Xt0L`5M^n1>MjXZAk2RHdINs
zS?4&iCQN?xgW&N?c`76W7SS#m(Jo>HWIO(5w?z+-G4}C@3JL%Mwflw;nqwg950QOX
zI%cO|hfkX(!mDOilpXLHP7T15SG!kvz<0WioZE&J=l%-$-P`o{*=X?h37NQhcR1to
zs-g(<*D2dOtXYB)X8G^S+WJjxt43re`M*6l;VAB~Elfh0wY6L&(i0)Eh=#B489)$P
z0nl<>85f0i6}}9^eN3}w^%!5v;3Jnw4+!69PToz$!s|0`)#YoPUaoqXUpp}1pSBYD
zXvkk@L))MOH{Cs?^86aVeStY+j!_do^H^X?{<Myt$9Sptr1`JF6i)K*eORI<0rs9`
zV`kL0SaDBJ_Isb5<0bx^%{R^v3e^skPd<(p5`=ama?gf>x3BXS6TfFEH2t0J6r$+-
z8)@Hve%Sl4iUgVN)xq=Qo5}!0iQ&isc+>qp7DcBt+IK0Y74$aQ*s``q6jvldWet(%
z2v)JW<|VGH4v>aY0J9GQG%QhH>KIH45^uI&Lfy+hReEz$kK2qcCjP{}{BtmS4nf*)
zD5Wes_3Q{g`TW{3{NJYPAIcK$xbycE@n|_^*91%0e&0M_+(~%BjG%7xh|L$D5jSC|
zlfUB$s3JA$N>fm$M&MBh8p(zw%<q;GhuRG&+yCgO;s>xNf*+6X&{H$oBD|J!Wfl?E
zw*kd;|AqgSAaJVbJx0JKRpTxFGLY9&fl~g`8b&FfDzR}Jl6(u09l+k{KQW2vegYJg
z%}z${!(#XiFI{pCW5>bW6O;!*01?Xv#pSUKqkbF~MT)l~>7UyN;GB5iRYll=WOSPz
zZ*sUrOD5K9Ne1p=Q9mtZ7!cn`6OR^5ob>s}4(fJ53epxTil>^vnZPbVl=6~O)L|nz
zm9_-?bQq<i1bfP^S0I-emEdpD7sl9zZnJy(OxPCvwoXKjkBr=dQGgE|!9E5U6ez-6
z4$Bo%EO2%XGWr&`6gx&hfg%h|6wcz~6*k^|BCT-o3W!z%nt1a^TDcmaZI<CGWR1lp
z8#9P-b`ONADLf{m+C~EZDu>?|pFRO-q(JCgacO~VQT`nf=4Aecs)YRI#X*tmB3jT>
zH)!AJOpk&A^5}vMfI6P+!6qAC-Dz(P+-}H;5{$M5A_$@Tv|YUo%Uc58482xf?5nUK
zIjrIEkW@0@bFT()&do>w+PH4BS5fJf5W3G7;N7sN1h)&C+>Bx(3)6;f+5!$~pKa9D
zk01QApPa>7%>USqb3INsMyacuj_oCQ_CLE*WE*kUXSaQ95>fI8>vxh1tG=hD5jJbE
z^bV^YIqMnsF8Wu<fv1CN^h|WG*w0NA<DJv6*@h8;T<w;TC>N7Rk0Nqg;FkULkEG90
zV!-Tog34e9*H4=MzVbO4ZTPJVY<@%RmCBHaqMSzWdA*yAkF9>RH|<L{1^NNQ-zQ-F
z50tj!dXb$__x7l259Ts-{c?1b>S*{AVOBMsZ})g-`0{_!>k_8nyd8{G({XHOeIxb4
z0^BABJJnBlbWVa7{7x~^*l;{8eIVLifQmjV;|gG}VCK35_sSBAAKi>|rQ5LDO%)O?
zKAQF<+btk$QI&Vok~yKWr@U@;{~Rw+Ggi-a{b}R1dE2ahYO;EQ10sH-O7gL7i$LA#
z)ERI|xKV(2ENaAJA4c)qk3_kCP$0(zz3XqfL2;%b$5mGp5|j3AO>SLyA(dyrGa&JA
zB|9|mkzLTE!k|Y54HABBmpXR}A}5s@3?6q!UpbH+B_>%iLn}mEp*;iAKywnbNr*QY
zAYM9wLTw0;V23IL%(Avy^wZkVoN17j01--sY}ERFIEy7J6zpF~sgv&9%3Wap<-Uk$
zZQ_rtuk=(aw5-21m6S(QvBdf`79M#n9-0Q6gk5p!>~ZN|X@FPHB8k_RSXMysFU6wY
zG0R>CNL6KZR^E`LOJg3&)H2PzP&+lB#RU^oav%x$yq8Y@vdQXU>xsj67SAoVlIJ2Q
zdK4GEz+LACHVRB!rklCK^tBlOA?aem=ZO_=JVHc-N<&RjEyb=*&AyHbj1*GujK;@>
z%tul`uiXjT`uSp~BThsvGj;NYiOezV!s2%CA9RRoP<y?w-$VMRpsq878%6jx6{m@C
zOCe)|S_G520ZJC=LnXla&H+jlb6Yf&tB-pHk>?A33gga+k#AFj3YT$-fXuG1!m1iv
z0&z|fd>cRks53xV2&f)?=pT>etx&bO)C;+HiY!1`PAXYhDO+2q=uG5r0IgFnfa~ZH
z2C6UL#<8GcV)3qgRHQK6>Xk>e<vuPB*e7*KA={DwcDQjcRhkG9O|Z`x9YR!+nV<8s
z^JRv5(NC)lfXK)Jf0fgxQRrdV8xn?xLVI)?YaCo!<M*GT_5!8b_kjf9Jk>?oQs}Qb
z*|SiQ-7q%AZkUX3J15|+4W@y0ou@(7kRa!yg~LSMfV3T!0CSP+TM36&05X8%a6gz*
zZ1I2C8bcbtlXy4Cbp1}T0I?H?Adb2nKtvGG=nN8MN@vP%^qvtEe3WoN2Ld_2Ga}Q4
z(xtKVk^t}31=>fAvF32^q(g=)R{|<&G2eQCtyVUHF2NCP1Qr4R(zRt?lF$1Ie$opk
zLTCq_HpJr5Ze<p5cinc^&n4;_#s9QgZfLda{J9<C7!`!Y0PgEexwN?1kDQ_CEg;Y$
zuDQHR5ST@~QQ%pQZorf_MydA3F1>w?^X;Ek<9#3-Z<p)RhuYd<c|@iop|)^TVEdzv
zr=rXGvavtU+dqcnF49hEUwBUWoQxITDujjI+NW2=dKDhFrYTaB*!Qtsf<ER1*gp{H
z=j7DX{M7jT@_Da&I{43~*Jn-ZlL}Etaz%ZE{LV{OJ0UlUsVl>jHH28+*jMCe|6I0a
zoc~)(Se1Z7%733sCME%X_;BJC(;ru51`&YGigy?`$QcWV`t&l#=A!_UE`|Vzc0gnr
zK;DK;uf_{VGeW`4p9frXcU^ADT@TyakG}fvOR-n#s~Zx&)$%ljoyM=)S`0g3!gN52
zA`iig#8dE_R5|B#o$a>E62J*dZysC^9f}mwk^<8Ph%xOA9Un3gFS*t<4$qg342?Nn
zU0GROS@}zgvVTYsF8y772h3d*T^h;g+S+mX-4F^o3}XU83`&a`$T3Wqwh!C*hSR{I
z%>QVT)5|@$vpL326fws%N^%eOKtYi)DsbWq5#M<JB*a*H1M4}Aa`IZgB2^ReyNrVa
z(V9JagnK6;4C2_M;rBLNLvXD!M#_Y_q+szR-c6tbpnG3dh48d3SqRF*YMdy;H+!B(
zT7perfVvRiJi<Us%A`C`!y=hLci@J7G5K^4ud2?<;v(_w*Dy~PyTAbB;5?#kV>Y60
zIU3aV#=loHbWl0`&BgmFZ;58RC9>7`PS$eTsY{7T*od{8SSq2}@$9hbbt!hcaPrT|
zYBAmXd3);7deg26P|J0=fhy5D-X=ZiI9<;|MIBCutf9_U2fsK*5q}~~imCemfg+@F
ziZXDf-Rs68)b~mO^-(Al;pjnuJ<$p)+LzslT5FyCN)>*;zw|Xfg2BLld#hcB%h7vp
zWLz0gItKsaD=t=kd~~_J4@Kmo{&<N;6rH%V-}#E-$~&a5CW9<=XcHW{cyAlo66seQ
z#q}t#t5RPp_zdaXE+;)Qc2DRZ?J39v)d)24#yT<Sc*XNK!;eh;B$h7If}Evgo2*R1
ziJ}hNN~5=KvC-mcUe&!+v{o&+F_ax7+;`_K2ieI-S$<EYS9oSHuWPYMju~p}(*#W`
z8)AR^2;}1vk^n?l#50mHX%ag%sT%mtR!?kr(AsY`{%RDlIyC6dMITM5{KGuFL3iQU
zNz3NIDe3@TDI(ZPo|@8(_hRXDYjdW>L0NKRbto`RP%ny}7y2Xyec>Z6URF(%0DBr1
zz*f1gYiJ2LW}pMeS%?DG)CKm{$@t>lY>gZIDNA1##dZ|o5D)SLh}fP%Q0yL{i)K$V
zP88u>Sl7Ft0_2kkkuj5&H%A^|se?c8Tk8YlWul9Vk9RISxr)Rueg)O6hH7riu(d6^
zWjHKj%G5t6VvqdAlN&56vwI70Q5AHdUN-F5B^>mA>zG*iBzZj|7tkv61YcZB2?M^y
zA@9~L!<Rn-cy8apFYq=qr{uq{jpvJ&*OFJ#QjyadRn?l)(3;Ykn7=YTsXfhEy8bvl
zME}dI=u#8ZG-(g6mk3*0_yGnUaDn{C`W_Wer@bC%GZ2Ma$Nx0_nr?ah;yAGbXUCww
z!<XNNja>a=!F=;#ZprnRpOo4G3D4%d-A8ZHu+5Yz4HL0l_0o^0SqTx^rJqhy`y3pN
z=k`eJcS~7+pLkP;N`vPQuP)DwX!@2aNkwlJo%ZFnITff`C`Z<@#8{6!?P>T&Hpwgx
z67Ad+e>5!K#`~{C{IABX@sPSUs-^S%SCHjnaZergmM*3p@tbRLJTYywYFEAe&?hEd
z#f*q6P8syLHbHWnK(yg=0duKu&CwCSE~RdEws!yeL-M#j;I2(@5tpa==4I%Z(1nt7
z1-}6~{X3&@a!_OXxdCj@(z$W&<8S%GP<LRT18ik7r5TbCmJ~+dCUF&R<zCMa@*@I*
zew73Snzv}cP@C|y4@D#JRL0o(ixq{BqoVB2`0)y8kB%C^4dkcCtI^sq$REU-F}by7
zT)u}#wmth%npT`lgsA(6ym|6g%eHpi^9{Yr3o<4KrAjoQqkeZA><l$PVD08*27XX-
zg(=m-ltkg955h+U+9!3|`;SJcI$y|$eGqDdS@X-GUkO44th<JxByi!%fv+^&jYf_{
zVegDZeds@Zn|`eD`}y6Eg&Q(AmWm4!XIog`d2eDXUv*x!2+67r?(Bc4HPZP*?bu7O
zJ&)R(+5hbf;n9+-XGBTBQ{~EPFHm%P$%w%3J@4JS=gd0?QC!MvTq+J0Wy=V^D-6C3
z-7n?&loJJBmEW#^J-(dd`=CnTZi>F$OK!``37!ow_vTyU0+-^K9L3e(_1JGzT!fC?
zmQFk(2EEKQy4rJuqlMKieBOr%B%(8(MLbfvtq1XhN2Hve=wexX{l}suigTld6z+gS
z-o>3CHN33k<-XC9U|Ld*&NQ*eApH|$J%4fKx%&Gkvm!7^qM^D`|M1}I^(l$;Wh!tN
zr2v+$7}c@&pJ~aYr(rs~m2?q5o~wONkk5-T>OW*Ly0}*>h3#)&$tYQ=%k9z@I24Gx
zQ$Kp?1&+o^+%cx7-R7;E^_}@}alfGc6{ic_L)_DdS~6Y7iVS>%0xJq~(%}nxe}zdx
zQ^fohls;LcNnGP$d>i1!AG`lGv~l^V?o9<OES#+<I2`J_&fY}ia}3p!&4kSY$vb7x
zx!4aP8AtY(;ui_GMw5Cpa%$I}L@L-f7*yA-{1_1m^bAxcy)Q!!03yC814%uR7-w90
z+1r}74;6Fn$_C_;l<tnR_FP0Kb?2R9=uuyUe`NIEb>0_`qr?5q=E_5!eB56wys5P(
zC?a=n2D|q68zsMQ=En~|gS8se)Y$mwomswC383J$6EHHovhuiO;miGueU}PkVY^;e
zPT7MgH%8&j^H3R^x|pyl#^=FS*{YR~0GHMk@mJE)&Lm#0=<Wkq{DP^YxwYdrpjavo
zhv65I17ts=l163bIX<b^CDfkh^}7lfr?Ao-;TviKZ4}sZy1UZ$jqaQEj1GWe4*&-o
zoF3=I26i6Dfc-61(A=h0qI1%9b-yQ+-!7q%D(vq<yc)WdDncEv^$MW5Y%Seg-NRh1
z!Z<A*78)A-E>+@IZgoxQ2-8M)y;J6v5TPa+4Wr%`)PdzG<wN#4*9NIL0Mf$3G%^4I
zbEfPYA}Z#tQ!HyV12}fgF?oz2L90tdvT2&q1;d%DoM5`d1UOD7nqBFlsJPdsIU~>m
zJ#;lPj~#rygYe5%n1~9klfHYw*N*!co{F!%AL?5an`ZJ_oB-4ALiM43hz?{7vA1f7
zuo-X#s=Hi>7-#GRWp7Ed58O*p_$>anha=?nl8l`O=L{cbOQEQW#gq?AzB`51lEy$l
zZK8`k834;|;$774jX7Nzu{Fd89|vQ=TVAuxvydd?DIMa6cA@8;JJ$xL=&<9uUsO5)
zwqo1uJQmkRa0bk{r-EQrB<7g+$}IU5HNeiN5+6bnoe{5<jtg^|LW9})ys~V&z*SE0
zM`!}w3*;317GIH-;knzG<Uza_Sio3ElE|Mm@5U9s%&d651CWYeY)5xNdjvVSTkVj7
zW68ajQ-pj2Yv3Ysf=*^J>Xl58agW~ejoSKM{|CpaDz0ijz-vjl3%S33s*JQvYNRZu
zIyof{Bz4(?F{NIV9||iWH%|&KePYe}6E0&4SHxA5Ouw6tH_xz7eO7}IQOIo<)fLD1
zkcaVQzlFREeyR6JZkJc_egBxuFmME*TTx=SA}5mQJTs}j;;Tda99kIhvc>yt)&0KT
za&z%emJ+Plq@Cle-4kaAe@v9WtE;1hMQ3|hS(STP)x)xuyJerpHt%iU^SSrhx6gtY
zGqIq2%g$%;ANR!3qJnF*Sye})v8Omr+N_~L&c@C#;LiE8sL_pshc$iWCNHk8U%mJE
zl9&PAL6RT=cEKk|7CMaTBI+poXPf*9(sgZPScNfBlk9~iP8%xPUUXl~URC{#f0aA9
z^Jr|x+;U=VP*u83`fGq)y^K-du2fawuS;aQockNOew>fc=SPehypdm8U!J$L`kkt4
zU&+z<@uJ<m%Y`)mTuAmJmlk~fMl2w*-@UH08>&B$XXa?!@YZ*aDi*%V|3vl-@w9_n
z-|Wagnb{#fnwPqQm`Y=jF$Y$GUuBOt%-|1%Yd$P;bX9KO`KhTT=Gly0Yr1v<XwAU7
zZoZWq?4c?(fGaY+3lHgMcn~Xt=TH;{f7Bt1XK;uZqB&C?zp^ga;h7G_%`14<o0cEz
zU8m8;JrZV$6c=KWq&K3a(Eeh*`U!YWAAO}?G-S7Mraq1BU<D+51mQ?5BQq^~cNz3?
za^qb(Q5_(2h0XNQ4(96bq(^|C;OKnAx|Z8{``1ERGb&LEt)bP}Ndt>h?EA<suU}&c
zs_#%ovyf8K*^+GJzb#3}PV%a%f5+)iL=q*GIPmU^N#tpF610<e)MJ1>A&#N2C!Za)
zPbVC;Nh=|UsJ(5{NXM0fuQrIt!&A;RY{=H2zp6IzHRcO-=~Fs3YN-oFSsWTEjoO&w
zyjdE${<HV^4|V5m$j9Jq%35YUDnIYNr_<rDqd&fMdn+DP<GTlW0BE}_OHA@1z*@cN
z53u5jB%`#uS10;VeBU-%s$_t31q*1^m?S`Sgg8J7m$2HSJB)&ZgiQf^6>a`?<{|g1
ztNSj=14#-s1C~Y#xiNq#MDM;1tIai9{Q{$Mk!G|umz~jdDff%kH6O>V?|4A|W?c5X
zn%`U@7-(gU2BR!(CeHa53|8|jBJc#jsS?0;Iloe#=gIV9i*1zK15eSlE4d#b2UkpV
z;{Ar@+(PuXWW;@5r%!J#+CNrzf&qaexKG=G%7<MK2PdW=6Dl0^<ut-wx_))x$24Cq
z2+YL=NYQb1Hv*$E-+#(JKo`W+qw(tzl4Upa9G$SHb_Ehm%w*O>F2II}y@MbTg)je2
z=NFh_--R(H{s0sP<+hnzNx3~t3!>?k?Cg7PawRN%ND+}Xckm_VEFK&>e(69E2fg~D
z_h)T@-(`Wqw9jI*8r2^@R7Zq!oJA?d;Sq^zVzyv?7oYpV>Q@SFi*85_K3!eo2s%(a
zU{*XxZ9cdj1OyH+*E3(UMQ>d*rzE)1(lWWsfBW_)XXVp(fbzRQbiRKtCnhOBht&6`
zEWheKzZyzvcsQAW5s_EXQdZEC*VNKh)0!DsNZP<P)OI}n`iJOt)2~89{U?9E*AwGD
z5wuWskMpuUa26>D>P85(!oVoKHJ2EKOX?ocJmS>Ib8Tm*#P{^XUr_MF!_cjUrdmk#
zYP3T8;URhEAT`4ARtM$PL?LYF!}j`)#?77gYl9`HGF$JdS-)YC9VcD9lE>JmACFVt
zx1(;(kv5jMOCM9#5B{7(rS6>ewVyOaY%HCS4jyletu|#@#TiJRs2D~3N^PG^{h-R!
z{+R0_LUNISk?n?EjY6RDh<(7(Sw}fMuY7oZ=u6`obS$yF5V*GW5*)x(bOX`ymrcs$
zVRJrQ#nbouRd~tD%*~^G$V&FJ0aRIPtJKc1pp^)#ZaZ)5If>zOMBA>at_xs%d>*IH
zTlGl2-KO)Rh`5fW*iKpuQjHWNKes~j>6=kft=1)>Tdik-)3<kw?}x8sFZPZ0*9c7K
zW_2tZyL#d3IOC$+wCKhdno?Wm%Z9Hs;1TPts}EAf-2*j}uU|!0{`vm+TBR8z|6M?{
zw9R9iCc&N+(cJr0+w1~c3fbwhZ%C*NfBj2qNiWHC4qM-}D}9Svb9p|qF`<jI-o~d&
zn2&8SZC8Gf4p!TP**$vJV`Y#rl=I=Ql0|Ct{lU*$4u2Icx-6gi`~5bvJE~Noedx_o
zRiyasU`=GU?qg2s1}6GP)#k;qCpjW)7?MrQ0gQ<FA4lgM&Gy@dabhH9Vyl%HEn2IJ
zs+AZ;OI2H|_A1&c+M-n?Vnu7KqDJjaYmb)NHEXNAXYExIB6+{R_Z)vX&XJrXPoC#~
zuKT(_7xlh^CPHa$L~~~^ZfOB-2Gdp!b?03gv<RKxJ)77%D`-a&g`|nEtT%F1v}~zu
zC_tIQ|4o6A))mPa!lXrKdeY(@tLf$Mf6`Z~Rg%Z`iBy8Hd#78D)PPAsF7nM&o-oYd
z=zLyblkuZB;dy{z|5e)fn$pRd5Lsg%Ada*(`~kuUwY}tp%>fFO$;s18<P7oX=RHEn
z6&ZP>=@v^IM7ZLA`XFeH9JANeUAw-*Mvl<~CfR-&<_?*ztbJM!#0-9t;TY*P`!2+K
z02LxO^Y~0Hsl1@Oqp7(7i@=B(Y1<m6Osf@yQUiu0Fq11h9!2BMCEkEgc-|%)Xo1>S
z^rZn&Hl50m1R00{X9(a{Q~2(NkVfc#BaDDGJIMNx7@+?M>E6HE2fTKsOAvKp+m$Iw
zQxv3qY^=jwWc{)Tbt`Ix>LU!TF8@Y56Go1?zeEfQK#37>K<}AgEdRvH;;KhBPn4*r
z<-@}eykv1)u}!lm9+=iUq<i^5_g<?@+2tP7^!CmGM`TK*AMDz{q=-8n6dAd>x=O#b
zz>F15ws8@Nnl<=v1ma;i_?E2j6QV&k*o`{2LX6{OOT-l;G|R9KiSNso50%+I<(hNl
z)1UPeskhs0?{7b$)_^o+a7A%n$rR)466L*6gTO+Lt>fOB-LBI}wYp{ctETA8V-+b&
z!d?ihwVI@6+AH1t*@Yu$Vg;M33JOB;;71eFN`J<^b`D#!-^`v&RU%c-{#=v6;I~(P
ziRwVpl<~W<rZ(@+oss^emUFb<QRD*LO;`ULBVY_lPrqte&BWsSB1{62O4-10|A~DH
zc-7&mP>RJJYGl`hrt!V-FeOMcm2JS?Fbb;cC!jiwTV1%&ii&r6N^@e;4hXHsn)MlH
zhZWyt9gX7yFetZ>;w0+O%qZ?q*?lNeJJLu_mZjW~-ZGPKdFw;w@V(0cY!i$VYDU1Y
zlDngPH5L_bx^(R+){Luw?x#0Tg#;u0Xh5?$>WSg4+wK7y3-tmMlSNl+DKtjAVuJLQ
zDcrlhKD&7fcvO=FdE?lbu~oNzg#hOXt(hGx)3xMC%hq;TBG4KQgcs2~E}GWz=^GPx
z#6<VsXt)>+6_F}SO4pH6@I#6Qq#%ew!K^`BmqKuuH%mD<z}R-t+Jof^D;9R8A^-k+
z?zd^Fj^#8QODj}Nw}i3Vj8XS(UF6R1arOoN1#EI+kdMFJE6yTBq}#>Ao*BaQjZL5r
zV2bI2$}k8N28s2vWx|bzO-X4YB$!8i{w@lCQBksdAiClRVz!G`jEO@<QTJU72sLVX
zW9DFBG4nL~2SU#9dgt3D?xZ%(M_sOrkM#lj{M~)3T2Bwy7^2rsl)jZ&1+{ad`3_x@
z3T!Uss<xJ{CwBiuV(;xDFRvc~*C3$pgES3TDyV`EnCm<&wp~F+Tpc0<Z5BZ(+IA6e
zZl5s)ZO5(D8T^XG=1`YTlzKC3i_`PkX(hfBgZ!XyON0x&JctiVAr#1*skR8>VtEh)
zWu;MvXlcKn00s;e*jYfj4x9vVwyt_o1f?O2F&JWguUR0>uS`!iWIN_o->MAT49JfL
z)G71<&&g*G4r5m5XP#1yo1I&Ibuv008v=}f=H<0GoqFi?>RN2ojo-Mme-C^?jSTQZ
z5P$>{jW2&~w~R7AFMw^9gSkK;_2d)ze*Em~mV}Nl=UcnDMk-dRg(HelyHeF0Smfgu
zU^2`)3Kv&CXfIa>quZYdpA2x;4u)T8{LLnC`qpBEdjYo=YWL>C@X@R-K%b!M0-N6F
zubCMGoMy9z<FkhIBNKxoqZ7;Cr*$d5Gm^8r2?l0V@^!-1Oq4%*9m;FDC7Fz`=seCX
z&&W~vmZ6nsQ!vD}vexps1wni%bSP-!EVHp;<yxwp-#xar=F);(u}#vmhfp)!J_3BD
z=92NnG}4r-*Z;n*vea!s0J<Tm!+0Iu_0ryX4Qk=G!x_H%M5{ycgNJYSPo^uakHjyH
z8ujVDsgJ<GN(EMY^BEl+?bUG>FHLj-^kP46rF<R>i)VI7byuZ()9<4154{v~1%>HT
zeHXtGoZ)U7T?J+I|Ke_b-uj?_h4@^U<Sa<SWbQjJkaKcK*@C2b$`iF0cMsBeF7^DD
z3;m``?7Z5RR<<OibU{*BwmMMIez;>{Y2MRvPg&@xC`a+y$m4u1#OR>%^?lGqoc5!U
zcO$2!a{^D>yk~TOh)gOJcuW3U2JFCSzAn`(#;jz7pPs6CYU-5AFC+!K9V;F-3De9f
zt-;)}K8}yTWMCHmlHXKMH0{d*)M?6CU<Z966dwg+q>U*Rh*tr+GyqN^fr$mZ0pkVH
z#3~6}^fE7k8?MjZ-q%#W$+sMBm@=2CrVm&SZqI-+8B}o$zEG}{QcVP${_N)A9UVpx
zO}X8Mvi%0~*@nZWs(pYKXW*09d{P@qW)ogz1zQ(!yFncOxX26KGo3%vc~QT(44C(n
zZd8&#R!?K9$yiMNa{0W<{-`_Vkhu4S)UjvtcDWb;Wt{DtHlZ;WDUl8s74+sbG}iB6
zC|!-PEuBu@BohzQNqb1*8JV=1P9ESQACC`^76&pA{r+eFz+697&}&UM4KCIe$}yNX
z7dFkvhQmKxNDQI%<AC3Omjmyqs>edj59_9rU+JRb0=(&sweH6WW_xNju7%x+9tzP@
zJnu0DFTG7Bmp`%oH`%`+{`ILK(0n)eulXKp>i7{4_RoB5<08wRe8_N*rX86S&J6<a
zf~*~ONp}c&aUeE9CeTrH8Q|p5?+DS(OJ35DBE{xOi_3n5pv&U!zIbBz8Mrj~)Mq#7
z$FV*Ah{yc^{I#Dxc^Mmfjg2wM%SUQwPrJI68#aW9pqR7z1ZWr*uRlgeKcO=B*SLzf
z&}0iHr*;SgmUwf!sk5Z8eVDSm?)$<LhR1zpevlS*Cgtp3TbbE8Ie1OiQBaXZknwg9
z#6U+^bC4wi!A+Ezn2@EOmp$|YB<hg%>%U)QOA1JV1X1dM%Qpf68u^()k4<9G#-jT4
zq+k#EXysw1f($dDPJx8Bon998YYi+>(#saK8W7E9=-unj0QL>*fBZQ`1>UINT1)SB
z{gimpKhP63v-02MHDSCxJlq`LqWxU$UfJ8ddqoLp?>lboJ0|uW^U0+orRnwc5A;d(
z^-J{&*4hL3)0Zz^K7I2lM8{T!9wgD;^W}1qhQ!X}ySoNbz|XdMs*OdGMOwPm=k&*+
zh16`B95>#FXxXFR@$^G0*+v-ANy&U)c;Kl#JLx>TX*`=>cs5dZw~~O$*wi!Yn(PqE
z7uRV04&jk<T_M)bbT~H4SeZ)yFbcF80#Dfw-MPlk|9p1V*Z2G@oV&s2?MhAgd*3T;
z(BBd&HD!mDtE$o^R^+KKDf9IwCv7)p{Qby{`EGs-eUZ>F^W?$Kb2w@H4A)e*yJ)lP
zyAeKniuw6&FJC4ksqv_?+yc2XO}^td-$}B9*Gi>5Pr4Yq<<qM2s>;bDyTZM(;Z1hQ
zsqWLgp}4u_jz-Z8p?zp$KD{p`($8?vcX;r%2H@+r4p?n6b#%!_)QMC@papN4(u#q`
z;N_lCp+?BNPaWTWPUJWqE2P$tQ8!mt(Ns@2Ngi9bt8|x6!(>=3o9V7)Hp|EaP&3kT
zNw0F9@Gn0!Imvxmpk5G!cqutr3~1YdujoO7qah(*9ChjTUU*C3Gam>rthP**l%@*o
z{J!$z)$;1a>S*U}Muq}h3o_?}Cd*@7DynPmN7ciUQLm!S`ps;!sKjUU^P=RKD8X*O
z+w^Z^K!O?8`XwPtaqH_;k+I)SBZyQe$hNey=_B0XyH8#8)3oo~V+`<pY}cIipXynq
zH43s{7<Y!NxlyIY^js7&J&jaG_Hfl#jy5J<*~BrXc|0}kbYf_~{pOM<fOJ&meTo?w
zSdX{4^;bFyUmP|l*1}1r{Tj!}huu&FoM*s1GDMv{7^_7L5+G{EA3%Y=C%|Bk(LpGZ
z_XDL+kl=nY-$<nrxl(EVh7ftbs{bgy|0pNn0IIYE7x?o7?#KxPOjvj@3%U*fO(2Iy
z0T09D75LX)ukGIIz3%G0p6YLFQwgt2@8FRx5)l{~(W*7^(x;Zr`s?s_RUBzkhjm|7
zvaT^a)4ND!b$5GdVenFq8IQ}#OKlBJZT+4KGBv<<0Xd@NnCAukW2S4bNR$dyK5yaS
zKzrLjoqfwQkeh&Lg-)@mW+MQz5)2Yzv_eHr`h{#(*8qnJ-M*UrJ_17B+cn6!QI&z9
zP;unk+}0>m{kTK*7$!4Ri7*K>HEpC(hB#giTZ1amx!T51E%R}oG%tdAfOF$+zIcP*
zeo!-q<vkMC=Ml^~5Iu+O@<p01zz1UhM7Kum(dCac)Pk^(7;A6~nQ~y4J1a)1&+Oly
z)r}`4K^-e&E<@btYMAg5llfy14R$@ab;y|si_!IU>Jp%JTO%W6ph=+u;@7@tvbqQc
z$hqEs>O3T~G89e#8r+uyJUBJ75Vn-D;^aV_jpH)R$SiPk8F<<mqM)k3=3LTf2~)DQ
zB|j$V^MRptLhK=1Z#<jueGSA47=PTArn+dPHp~uxJKXZ*K7R5?q^tMScQ1K-td3`7
zFYNMUwEfUOmOFElKgX6`0>;*YwDZTGWvZk}-A~V#9^BFkr+<F62Y~EM&uCg5SRIX=
z&VDC{hzi`oZyv4RWcKqrUI_U|<;>jRwepFJo9wX{4UD*S_6%2lWD8fFWsB{yP024V
z2P#`W1wg!bv486u(`PHnk0b6C*~#05<yB*VWl{}l45_zehJG6Rt);9RmxSy2Mc=ZI
zmEeKA4WOf%pnZVvGPXAVW@z=8&d9>t(gFkw4ESGPz#Y;Su=fGzYeNf4B>Sg7c^?*G
zTK5JUa#u61G~bf@L<LNy#uU8@Ma3K2^GLvn0I<XPL3w3C7}JoLH|Ix7%L$pVlMpuk
zh+V|5pjP=AW8>drV^>*t)PaMUg^2o3wut{;+=7gkACK3R{Pn@exF(r8_a%$pT@A#9
zToyU#y)xiCTPPpR>9SnL0$_><uz>$CwU1z~x_L1A|7MlmIXPD>Em|dqh1u>?Wyzro
zjb2w9n>ut;NH$OiQd5JBs3718#la&rzyxn=NligF$oy2+B9Qa>VDbljnJ5s0$aVVG
zP8h_Uo=lO{`AZ8D9EaKG<`>B3KNPx0#R)TUQe&8Y3;<S*8K{Low^HrE`hwebDUw=3
z1C*mP9d*>oj6(KO74H%G5L?z22U}VKOfE%6OCJ8u|1-vRKZxB*kXJoShC&B~V(?&~
zxlCxL1M_I+0ry=XHJn<QDb>nAH1F>f;1aX|e&uR-1XU1ifnFuGM0MAt@+*Y3K)po+
z05VDH3V9H4dGB7KM77$Bl3E;Ds7WoZkrpL85kPLz#E;Y{DK0@6zk%`s<yyM!?N?fT
zPLxF0I)wU7Fa^<;@_K7LWiU!9^b-owyC$1Lb>$JoiYAkhrfeLD5er!|TL^;@ZRwPC
z1#!1lWW+hVlY~%+)U|>U*4K}hq$b|Qm{rjE2~c|}wRn|Twawk)pRLY-JoDw<I!oR>
zpJfV?yeHh1vR`dLt1==u&zOXBv6bRXip*L}fB%*(v!>9tH)mdT@wxpzAUS-T%M*7W
zsTxpabNRwl(~naPXOR|?Ot7aEv6SeHeXVZ(9;Zc#4lD80%FI2{mF2V!qh4=AixUF-
z;0?b&3Y-F<+_%q{UG&<*ez?^YdKZ*?XAF&*LI>!5O-maY+LWA48;dJ{)>LMGt<3zH
zotfE~DL6OC{oLil=*`e)yu|+R3dJKYD&&n)(mrXwzH_@iv%v6q*Z2m@B}9Ylx6I8H
z$`#Eo>d?QaUrQ#GE!Ijx@H%cXiaj{hPyIjJNIgK9g@Co01H5&)N)03kg7vnqhx7(%
z9~fO?UypN|cMCdsFjsVM+LchWGilFZu@5bXaY7+RPetz@QoaCaa?#FkpNm91j<F!f
zUZgb2j#ch+RQt^UJh;dv$Y)_c2!w6snKX6nGHDlM_}=kdaj3s&&Wx*$;mZp_CYp~J
zrMxV&MGLj-?W;L|qAqpDSr4yz^m6Jv>l7VWyHOETT+++nSN-9cE!gPb8;<C%d!<HD
znb6#ni}8uy`aNngr+aPcaPo4R6W92}AEvUy2-YcL`$$X2gTm7H5Zc=r*|IyrO6uj$
z6Nl$=EEEr82_<WC8fTMYk=<REg-w^0goHtqphz#~AE=z-<sL!Uhf)r*kS>PjAulka
zH5wBn!_KaS9$3^DN~8)~RbQADyS}Nh1eXG#4KtaiiDBS4WdI+!KuK%^0QEGp9udfg
zgVhfPtE~rpl7P<0uzEqpxvly@X5d^K!GDWzu|=TbB~a-w!XChM4#82YP=NusqT2@Y
zN&w9Mdh7udcc?rsy{%$6<C9Txeo;hft7*~v&9*gEpRHLey8cbMa=nHO^z`@LiyKbC
zXa~In3FWydi#gx!sW$J1)fb(Uu8<TB4G>lYW`d|<7Zaw6i{Xc0QJnE#fwF7s1%u@5
z&V>UyeeWpswWp_u&*kRa+;8{)DaA!!Cg>`B_)@Dj4|Sh^wMyboe=&U&-kE;B`h^Qq
zeY$ExUZ|dL_)e~M|M_oPQwRNK1;5^TAM<i;W^cY}e^n<Dg0#HYhNqLZ)6+@Ed+EgE
zy+jN#G5T8|%J1a~@mq8{VRexWiF|vU@6LC2Q0#8)|5u0W6ip_697sibt`FgA`0LI|
zrfv=XdwpkVnjfJZw0p<eH{}T?rohB>naOFg%JraYmTsqsj~jD0Fl9A~X6E7d0R1h#
z?&w3Rj}a;680tfFr5o7=p=PIcvP0yx`n8*7$S-;3Mzw{mJhj7K*V7N7QSmgs#vpn7
z_Ma?!AS~+Tdwy|oudXEt@!a@?7Gxb3-gE8hwPWLVp>X{*rOMnE`&E4A`zw})$v%T8
zD9%83t&emp<bz<0!BA5{Fa}zk^4CUT1uk)7!1--#w_54Dt3mqj)mj!TWMWobnSg`Y
z=LhqDVtJeuRpgiyZY!6iv?jt8%c}o-f7J5^km`|@hc<rUU}NQgv0}T8fQbkNk18As
zdNExvY5)wNm)x$L+S4wte?*|(icS^K1VXgHODUn=8##T4kPv9e31vge7TA~KZHA{{
zOEvoetKTPa2)c)Z`dT=oWS4z8_uA)NYA3V2My$BIZN)X2p;h?aVKf#61PL$hzm-rJ
znpK^gR;D4#D9XsI$fW^uK>VM1?jb&AzkgpobZ{_qK&M~G4Nuo_peo|cyRx2_-;L}m
znN+Ogqz2uFNxbHDVzG?!4*UG?#)vFY=I1+m*M!r%5s?NT{dD!CM7Ytq5hrYD?%jKg
z-lAu>&>3ssD7bb2TqBMB5So^a-mCled>EKh^ftKr_t3zL66yJy6}>+|i44}{%^KqU
z@x$F}tk%bNe{Qio$boG--|5X)>(k>i-qYE)=htdy8p%;$=K1PX{46y6yYKm=ufVN0
zr`hnC#^u)8Xn(&`2QDCH{_V6de3rN$!dv4<L37<_FC<eLx&0Hcg)^;Bk2j7hzW)Ah
zyYBTyST(t<{PczY>EhvTcJ6`0<%8whD{w`$VqrKXGPNf<P5%sReqs0gY}BEx$aT<3
z*j8ae;Y3t5aF^#0s)Z<E2c7r+K_!;myMXr4sMpjDa2*iV4?-Sw<WGgji$9frCeCYS
zkvRW#Y5Ax-`d6j=n~oiNq?OYN;#G(+HMiCY;>Cu&PPa;XhamwKIvaeE3)TqWjKeIj
zq7bmwp+`i>=e<fix1`6$#P>NNcstG4XX4PiN+#W&jJZL#256C8cgYzGu*dxs#>>ww
z7C$jt)#O^EeWs?W4!P_Owr2I-9oI`dRO$ZY+$|#U7E=~Ib88Sz`83x|2~v0K-IwL5
z;P;YZ7_sfl$C91}T)sbsPb+BOubzQV7NqXdl;x7Qew^K}{jng}xT|c*fQ1n?4>Q@x
z0TO>%TZSH_7_PyfXz<3yJI4o5w?7V98yG`k((vmPa<0%30$TiDv)XDSM#0mNO(lbF
zdz=~=3mya=(6&M2FmFE*gHCZibBQn^SXu<ibNf;44N&YDvWy<G3+M4J+Jv(aHD}v+
zg7a(#5sX!+f+9fVTUv#lRvZG#cFb}xW+L8UI>x~w(V=$*t}lGm;X7u-BvEJViJ;eK
z<hRij)8VgDZpIw)>t9{_#7hRmOM1miy2T56uo$rbjK|l(2jsR7en%htmg!5;A$fiw
zd9EROa-!cvbPN!OGSP{x7n)z*<-)E2flYEn_QBe=C1N6kGNH@$*XSo85i2VUY9P%y
zGAdgR@_;?uu9`J41g0lyrmmHz9R{lYAlf$EfDqzTwF)HQ7{`Nh2`a$}YYcIAwbz8e
z0XU7w<TzXm2IUa?cD@T)R`lU=bWE3mmp$E)EGP1@!<_03ctVE<q#G%+N@WTI3@hLV
zeBP5U*HjQTAH#E4Aj!VP?986sA5;VjZN^q|tb(?cs_X9%GmQTNZ|1R@-K#LV>AW{A
zlbv}JPYu*~pKI(X6;)_$`z^R5Ka5}L!hs~4sd8gL1Qb3qh8PrqYSyrofP6pzTMPjl
zixTPO`{_e2(?}DJZZ#F_N2`(q$5gs(8RdgLK<fG3rxTOPsfVXGd`iL7pLxCz8Y0Ne
zKh6&K?oM*faVFSwlS5uql@wGLskB1tiyACHCHvcQ?)eV;wsg=CLWk}1I|j{7IXa!O
zY*eRn6)y))z&6uA){n99M&FHpm0+~zVKw~c#nS6<JCpxrO!}JYR(I<^-_xXG%UnSD
z`Zi<=8X5EN8xc|kU|~`^PZAr4pa08X$ojqQa(yy6B0)R5p7Mwvpadd4ju8EEC`wTJ
zWvm*tOh9}qSPK3@<+lBYaKpm@qXfhZlHEAruyP-IO||2i>TSr$`fsQ#kWAPNDxjF4
z;89<NhCq&>G#zf7sU54Iu2G5v@0Ci4e-jt~_JoxARbTr4i$XxwvFT7lzz}R=X&#&u
zNOs3Nna?k4Xarp#gf_*bv=eXN^Lcz_-O&1x8fN9cc+|QmB314j1Qe?uR2Xr&5J3&7
z$Si^JE<l2F+5PMdc$iYo8O|y7GC9Lt_RyA|HXal`2#Q^T=d6K4;fh#Y<=lr5JlIHE
z&S+z+_nH{TDia3>(;2<xEjI>gkUaDDg_=c5_nez|l?5Na26r%my`=|Uu-_6~l?<cQ
z$Y2M!?rqOLYVd&;jah}T2pU0_FnWeFxEW2bE|6@hZy>%8jifz<-UFg90`0tNs6be%
zdKIg$cT+(co=TSd-lA*vh6UMwLKoCLr?ycna^h{`wDK(8mi=5?zx$9$BNtSiP+P{p
zKwBY=q>z>^gqbk)5p?BJj@IB#fFPF?7m=zSv;e*?h@%oDFL-LF!Wj4@_YZ-jKS2YY
zV0uUkGI&RWOr=20(qa|79lt|GUWihnA)`WA6`WCrP;EUf`wCr>piAu?5~VJMEkzm~
zrIP^BJAB@W61_l)+o&*ah=Dq>b=aG5s+*Oh*;f#726d3i`dOD}H@IU>8nO0+!T>qd
zNtg&^u||GJwFQj~-?{!q@gBc{15Ws}L4Nm^oL7CHT5ZQ(jSyw~6Q+l*f})qVt8~Po
z#Fk!ZsYZz@s#o7I+1mVibgW?V@8&pj^_Zwq@~`jaSNux5a+;X(m#rintTP~kVc!@3
zOl7V;bF8~W51f_N?-Qnm{(LX5IeT9d+I{k?Fe>kF|Jqac-iTTbn0-w#Q?``Jxzd_g
zf&WG-gJ&rdVLX)TwYt%~{h9kZyS8gpt$vk!<s#QVI!dGwlY$ZR=u6_lcIm5Qqg(a@
zzU?oV>PrM`C0ELESNU7+I%f>8e)IJ5nX!)kF|z#hjcLtymEQ*UgML4DsPSdwTmb78
z{>&=Nf&BuK+2!BRG)6pFY`TrFyKXXLcKw01fb~xE_8k(I4I(c=O_K|&ZxvS%AvT}E
zU0Qhj87>I{c#NfFF(wLLS*>`edFclnvF)%T=`&<WK7XF=`_T3{szjqvNKaQM2D2dj
z3Lnm9muqY%u;SeD&!vzt@&ixVep)b-kKaOwtzi3>^C-3y;&5N31lZv6LY}-^Vj7ig
zS)sBBx?<H=AL7dYne)#h>qp(znUWs2W?>e6#;I}oFtt8|-xQ7lE2<PrO44WAj`K;Y
zZU3$r)jwUl-{9Vb+;`BR@mvbOpZm-<`fbswQ&FnG$ZE)}NloYN2HuKJqZ6K_+0UaD
zEQHtYq!;g;oPJKx>`=NTet9d7S7#PnoBmbFK0bi9R_a$dA}2A-rH}GYxT}YzUnCQQ
zwD{L14UO{l=h=^uGPne37=-6``&Id1o39d0JiVK)vAZb&VTuNNG|&%CXjWgdo=`_Y
z8I3@VHbj?-2RVSLXX#0xBEN9;oZSO&4PtP`;H1IFEw0Z*nLesE=wdbvyEZ~26~za_
zqP(aU!6LL|4>2SO0HAP^GEI-6vpRzCL*M8}ir8l5#tIVHY9&Uhs!67*NwJ|x;$8FT
zQNoWsTfL>yjlS6O$WDbh?^j0`>rJ&6!@@r>#P-)sZ`V3(e(oQBvwpWT{%w~GU%&<F
zpwCar=lN9$KbD=5NdMjN*IcCi#ayJ-*~+(c;tD+df|!mZO(N06$|jqOZE3D=Xu@L0
zz`QD%Y>-O$CM=3ZZ*<+CQ#}3)l=Fm^Vy@GN<hH*$-U9yni&Sss$URK^P+o85doSKI
z&8|kyPpqUDyYapOX8)g?e7?H;4iCmPjb1s0{=OE;MAJaV62S6AO|0>~Hfeo{Uk#w_
zyygN)nKdqMFQtz$e%Vs<86!N0@?qBbW6SgHAxd|#+-d!YoMuBryP09L!&Na<9}VFA
z`IPVp@W_6eh+TTvE*M@}$NutDe7#=p%o8AJ+JslXTKjcc_poh^LWSJtQb?cXyLi0d
z7}7Io5$>ACnUZL~S0Til{`;>edBGmouPL)GZMU$|qG1m&l^+@1=8G4>E=>1tiV=fU
z90d#5g?0;9sWmn*3)||)P=6RpA2Nf--dK``goRLlK$y|A>pE;f@@(a*FB?*-Q)fAp
zRKIRu3X*AH3&iX{*@v<Q+w%4yWkBk9EQp8#{wX-!*&q)Qw@pcE=^f@UlXR-N)_h}x
zBWZVuT1aO1D4HhFVR2teLSd3WeRJpYriHxxU^IPLVeDdIJ4E&~_h(&^Upj0K+1U>G
z`F1>aGN2ARcs~P?>?8pR1O|ER!D&abd*`GY(awGilf;*vvOuzP_4adha`n7=y=Pz3
z-p|F;)mCmOk^ApGMlVrXdtv_}EqBEsCL&B%%U?M5Yi!vY5g<Bplbg;{1eE50-pgrv
z{=HXundUWTP-QbzZT?x4yVQaWFa1|2?&hzon<vLJQ{%Nh9{Y2#?LllGr=8cmOQ-SM
zOtlSfx7JK=&exK^;F#x|cJNfusb_Q9&hVLoxuEDq0I&&H!Q(@~Z_vlh%Urv&2a8tI
z1M>&_^(i%}Hs{TRZr^_B+yQ!f?KL*id3xPI-aw$3=hhOBitCo|^r-K|;OnY}bF-(!
zw=cKfJ~-C0J9boO$1i%Kx8oIhE`pAqy8ST{Uc^mUn19(2T)6qlt>i*m=bj>-$~TgP
zEsc~tLWSo@n3>*_hjtIdiDq_Gmo(TEW6Xexf+qGQ)|v~Md<;F<#$zpmmrTrrwO%#i
zmB}*mLk=7;je$_3y7C2Dj0@@a8C)^{4w3_X$!A1&&CBP+H~BM4WIT#c$7Ft%|6bD7
zQqS&`E_qDoBH7v3M6`wC2pX4BM++pM$9fSgPI9+);T!Jehn)m-!FGG}T*SF$C1!!l
zA8XKYMQ#q4@a`@?^E_D?@!_^=`z7=W;ezVR@GDSkAP{^WeBEaS9vFwQrEVqX{UYZj
z5QB6PejAto%-awGSO~_W1+Y4brqvNSB=BPzt==2m|DC+s566&FCrDQZ(xTlV)Rq2M
z1(9marmsL^<Z5pY{RK3yT?I&T29lKXa#X+78C#8(m`^6@kunwX%aYG=e235|4y9>&
zt6?M&2jJeX$z8scyp-A?6kLre>HDpPNb<`#1n<ISXsB{1r_^`h+~@#|*ut8+(i6Pk
zEwWHHM%P<CgGU4MyQ4XW@h-ET)F+LCdO1U`f>?bT8ZjwY1q2d%z>~x95w9+JK#K-b
z2xwgb326vx1ou7-+7%_XRqHIlY??65J?FA?)Thw9L<*3g8sCTK3Cyz9LO`=VrTCN1
z0t~^#4)BD5vJL^0SPEG(CG;;n-Q<YF!~_aKSh={}gkFV|@XjD5HjUK9Wkf=RPN5A%
z>?yK~2oyGV$Ouu`#zVuwz|}Mk^+37L_6NKg<e*^q1VvQI>0J|2KuWW3!11EQs_-X2
zR7a;<cVgH8HA|cB)zATLyBw^)+5=M5*+XKG2UFjJoCYiDpA7yNYCH*N27h18k)DJ=
zM+vB%1y>`bdwR~j25*<Wat$6?TiV`;SFmL&ZhYB*M4yLFb_&#Oo!{S8JnZ?o{H@V*
zdu$Kx|2O1fK#kCr7OnEH(YJQiuPyDyM_$^qUqK{N&7Zga{$&+CdxZe7a(21ervTKt
z)b4y#-aP9lca!HH6RktzoFQ-%(Om-DP0=LaADpAaOF8q*!&ISJKCqRb0QiTZyN@0|
zu3$Z2=aMCt4Y!5b1Y9@b_#~*W7H`URG<aErPb?LclUlK7k5|WAA426Xb7&#%{wt(J
z7sPx`U>a@SV2a|K0OS`vfs@OB46#3Y5MVT4LQ$MOaT@`<6xh4Yut5DBT_9F8#x-`p
z{b7r-<6jsHec&)k{DsUxygWD8hr))~hb>v6n=#2wmF2fOkU(<;yUEi|4=E&5&NBOL
z)BH|?tp+h^<aI<mLciaDGtv$r<Hr*d*|39&H+fKqtI3hH+B^W5N8g~&;x9@<r3?mR
zQ3$;x@xoC+5uNcUHP<#Wg@;0B8%3`boI4va3C42<Uq#em5THyjdZ7gZ#F;&(GDjHV
z5oci67!2$TE(2<t{2(sleIM60@|PN2u<dCN{NnM(78Nl&W~Z6zr!5`&FHqBSia(7x
ze_WjAqb#2Xi-=s8lc5decLw$gX!t4AgP9Lmb{E_VodJCPFf8nVik*59Ouw)B0TZS;
zL(Tp0g6bGlMI{w~4zA&yeiRBX6Ws}=2a=26S$-L`r_ek{a?pU|zm!tSaCw)?kZk}d
z9zy|=0d%k!Xt&vgLh<~wgG@Npc8lv_^6vncHQ)721`w}`5LU)QX_dt)n2Xm*4>vU9
zCQ}`R+F;R4!FIT~I6u-&!pJa?TAu8Bepa^3V@@oeeYyb~`77sLuW#iBz$Vfm!IuN-
zB-GpAn`tuNov;g6bbW9}`GTcZ^5N5Hqv`DGsJD%kwL>HG59LQql!qT6|BT7)K6iS0
z=}4XmDWb%yJ+&2T{v4cA3{EbhO)0`9FTkJShQ<ah6I}}7FG}IhUnIFaPjz)q-gNo0
zyF#MGXFAA#2Ja<PD8c=@rVMTUMXJ<zthwmye5Dpr{`nNrWMy**%ltAUw|O}H19Dy7
zU?QIzS7+A_&n=gCsQxLK=6Pw+8rI4AwF+0n*K*Z4qi40))9an(j+<$5@7T8IO+`yD
zZ|CZcT?O;))hn;x|I8|AFf&a}$Bnm5rCRQM;Jat=^$IT1`5{)-#WP-ozh=lp%ciH>
zq8voRYW$J~vt0*@PTgK-zaYtVx^$O>(kH!Y3w;ulcSXheZn(Ub|J;@gKYZ}8MT0Le
zsl5V1ExG<=7X#aUzfJ0L7xD@B!&N<6d}dm3G%S<>c@Hm>e{T2h^DXKM@THHNaIGwa
z-%7d(c2yc(Ch2?8#uY+PlO;FXJiZg&(0%=N_qD`t&-L^OdUG*Up)211#RLl(s}It<
zA6itP>(rQ#0h(d^+N2$uaRt?%3=M02#EeQEpU>YUCnbB}Z+@mVh#u<P@H$VvpenZ4
zZS3zLviBkTaC~doED_-%nC~IXb%!L~bLYnC;cuZ!riZ)$91Q}150VCli9sdZ*qrvI
zHd1ozzq^FuByVr=?Zue7%3-7~HHcnA|DB|!!e^B4hsw3Y8bQ`@*Kw8k)$n5|&CqQE
zcoWln-iW8>`>$24rX4A-#n=Sdk*431zD>~F&d5FWSZ%i8U&i^4^QHeJ9811w^xgXt
zU9&^<9KV6YoSZjJogR{j`~T)i8_j!jep^RDI!Mg<#JY}wAA0+EU9=17N1DSmk@tt;
z(&)p)`{=Xibm9^Qd47w%9r+b~G9GS9#xHhA&#98P*qkvwEA7(E`~Xm=hu8Ecxu<hr
z*B5g-l3#;FuV72hZ_b|{Ucuuce}p>M{L<Oo-TYa2t1K_izjac^v3Ms4lR*N9U}SD`
zwIGc~UG!9WcHt1D*{D*bx%0zy-Z4U`N}76G*6*7Lf{J;NN%r`fvEk^d;_q=2l={YD
z$jbWG>d@a~M?qcnF1q$OB9$;~^^5ErxlE26Q}TOx75bOdqEEuIgt?NipO86tFbeV>
z)uq7Bsqq!@mW#SLAnb^R+mA%kOa-J9k^{UUoNMs2P2NwWOz~WheJU{OC?bv7IKEeT
z2>wG}aIU=CE(D>}*r$h(Q#assfn7^*kldB*8@lwZys29coxDtAmKgfa0!Mx>#7oQk
zWzffima&5X8G<G9-mm3Hs)3lKUyz7JfZ8J5_EETvO;~vOeQddwy{oHd#8pHv30GME
z_jC0~@%ZnO$H+$S3poRywLkZTi^uN|d~FM0<bGe+E&uW3>yK>3qQCB_mFY)E-MgYK
z8j6LpIs|DDs8akWi88~ym;N$Gwo?f|z-Y8WTcZAJ3C`c@C${OEjz@4&gT5Vzd;S^k
zIA}|@4IpY#lLWmV-5+?d0uSBgzvS=n>MXY2>%MEl%e~*VO`e^q-{y}RHK8hg$C*0!
zU-)eI{Yl$<F-su*v4XqK`rB>oM%SvnJjk5oYN|cTJ{R~A@Gxw;#%7|9CP+p~WS8VI
zwgcC4QyQ-(x%O^%e}4%J%kFQ<{_`{Ym+_v_G2b;dV%tIM2A$QhBbxoc&x#ULSmts$
z0hvKo--pUghyAzGQE=wsfI0;-3J$$5*_>!{`w7QcPx8ge!_f*J+Mh?zs+h!`LI16D
zIO6`pwD)Fpg7WT;^BG<f1YcfGVo}vGlKiD&%=;&M$|Sdh(~u>eiIu61xC0O0#4MP0
zm?H|l3+i!t{RmEcO9K==2v|G-YC(hBIm7mdnl(BiBdeD<&qluZUOKJ+3dGf;yTDY-
zZj0ofn1!Y(OZA*{+~D*S>>twQXEjN1{1-9EI2Ci<olJEK1@1IJUN0tT9J#V(>T=D*
zrI4(C2wh@lEGJ`)QMwn<NuuVkis2Cz^b;~{O??W+q{&=Jdz-9zh1kpih)G&x3Udlu
z)F%e}8$tHhtzIT@G52AL@SGiw4?=-g9li=9y4cu|n<c5m!;Hvf@vE<jf?`tWCl%aN
zfioAy@Yne<xlJAq{)*6IP+y@6LW;=&Ibi6ReX28f0Z79DkpLE8pZBu5&@>?i@P3+w
zVLt8ybA5)Cu?fe~sHIZd#kAp)J#VQ_8L|0CRz068TVonhXBs&06B54)*8`BSpyp0D
z`GCjfUQaXs7?~Ia-IvSWRN-u}b8_uXyNNv7&~*Q~f1J68e6!Kv3{@c?7vER;xffgd
zW3TZjlUHFzP5$TCZ*NBTww}L;9J@|l0B-5P6@7=(89*4#k()1q9vnmOf?9wcE6P?x
z>kbDT-Lht5OC1VRAZ8V@htPG5+1m;huz*&fff%v4|Eh9e`Dk9(0;$t$B;@$TOw$=4
zGWgk94yYVy;KkTEI>!112St<btDN>v1p6NrWNQ3{8#-g*pYb}O3x|Y9mO!Pb*Cq}4
zO2~*%K%;@*?M6Z#Ly$31x&T!#>2>TR(pDnGj50P8K+{P8Qr|t=8?8h@We|viN|ZYB
zwnBn8;BgnwRj<`22pE$Vq6;Z^2`JXT0GIL`1hC2okQs1_1P0IWVEvmJGCLIeF`S1`
zr=r+T0BpDwxp4yzu0oX&xL_<|As$r$7c%4k5+LjK=U_Ip#DizYx`|ZJu^zf4%8~2A
zigZXo9Qr6LQvp2qp8Ppb0Exh7B;@8a3Ifb>Fdis*LkFtJD%<V_co}p$GAEc_hAt)O
z4&5$%CJ7Tegv93@f{U3*g08js1Tedr2hsNA@$a}m3bZY$MFX!6yfO5#^a2n2Sw95$
zEeMirv*>~Try)x)wg;}SjR%+iw~{&WID<7{B?Z#pTL6Xt1u<hEO4$lc$Y^7&dZgif
zjrGd19n+5zmT1X`Ps0C9ea3j4-ZW*Z8EXb;-n^GV>c64E@XaA&^MNMPQNtk)1xzu6
z9^9OIh?D{dQHA{pPd70x7CU=@@r`%eoa?Z(Ej8Q2R#UF(I_D&N^pYnPyOv_vl?98P
zt<-~u4DCSkU+imH`Ma{Y5u0lZIJao|-5M>cwXj|wZ|=ZM_*30_l*gwVMyr9CjYCD{
znSO=*?8!x!GUaEbQP0977s1)}IT}qBB}S%}1y+T|nn!^*SAtN6KRNz8I{M6nc(ZI1
zD?vC$Ey^wbqtfHmtg<`oTu;LTh`fm_@Pztf2^+D2iv3bcdS{f-4~(wW$|oE0L+dd|
zpWE@20%8CKH_%oR;BFsC{)2|A+4ty>&6#}@@>}e!Pp|H2Yhyp|v_7vJ7;iyJoEhe;
z+_+2(h%6c3#|$F7(DDhxWSMBxqX4;%Nk{*?2~A$Z>33u0bZhLc^FAg56}1@)wJ?xn
z3e9rVC4cR(ludu#WdasFg&I-E&XHlaj9|BtcHu5~nskid76x`fm5^%2OY0wSW~h$0
zwc9|wTtPiP&L}^Z^d%2XEeikq>!8Vd|6AkoOd8a$>`CWXXZqRXjdS$BrQ#-kLZq~{
z@-glLNA}oAlZL{{Z9^ZMFzcgSodbR^53P3LKk*AoiCjp+ktmX&d<IuLC(I9#Jyvh@
zHQ^6~qLH1%a5iTED~I0ix^Im<{tNV+)ZRJG*IV6BpE<$X;c?1!n29Q1$CJgkO9D0n
zza?9$<@rB;)jou-71gy!5^&6F<g8$#rZ7<x{WLdkB80%T=}C_HHqbl%942|YH+$&$
z;Z?cKLlxsoSq~DQ9`zi_a}an^6Q282t(psROcCjqV3z6|5lRnXdOMh|UARP~)7_6r
z$0Tq!GJ`fc)P{Sq$$UZuwc);ri6K%+V{~^g8T1eZV&ED4Aw=s5EhzRFI!catNEy2c
z|9+jE_5Ek!T>&7qCeOC(3{DMF=YVBlxV6ce6`;V#W|zO*`Sg%AxC@DfsR?-Fc^?eX
zfq)Mt7><W9hG1ak2;lm~u5PRUEA?hwC~NC4OH-G~=nlBKuv0&L>G2K}h=m;?EyN=g
z|3VF@HQ5%s9OdqkGJp7fh;HWQP7>hLVrXC4hsj=7kyDdZp#@z}=7#69aI-yP1Gtor
ziu0ZR=$Be6tJb<bV`5NvYw|6{y3zZYx8#nD>djmA=FQOM8x9U55`4%A7Bu%IeqGzc
z5MWTOtuc0SchEyck?$W=$1ln6I_qJS?KaI3ln&D=M$~LpUOjy<O{E0S>FR+m!2g73
z$dU&!>w|-h?}xzoP6CgAkh*!@eHLqeOV4}F^Pax&*=o^=LK5+xU;LPxCAFVVr{itU
zKXTRV5#F9ZN~}S85f)VwYgK#>e19N+?j10syz%oJIf)*3t5@_PcLu$|%)Fk)W%BlW
zeN~-S@h@^C20O3RIqWCplIt>0-};=sXWax;8O5*RsR%M^6)NgNx^3iInV<FQHVt(b
z=OP%`p@wyiq1>!muLI+%8HbnlvJ@t!#B5^jDRUrArLI}sM-xrX#N29b6Mdw~{YXn^
zGD4NlPg4p1p_dC|@>cuF_Mq8DtFRwf8=)9%wk>Xh8|&ZW1PY7ezI4n$mHb9YA7UiS
zyQe?=6=ZmiMcNTou2tbHxO}-#UigD=oa^(&;P+o26RYpJEokh*gITyseo;>A{l&m2
zXzA$xPIJ6*8gjnz_1`rq;#V>y7|@lDkdZeq#ynmvWaT&xB#Oo+eGTj;`n8-)iIhdB
z(%@t8IuhX+Tl^y6wOg|(TLZ@<%NDr~Nx1PUKmd+xMlrPCoFv=c?{6|Z1HaaI(xXJy
zID{4+Nk1fNM)k)A5x4+_*`64btZm!33?Fr5jejlmFwaVNhpCWPmW=u+4P>X3_{RV%
zo{rjz&iERzd-(-wNQm|KN5eOY894aMQee&&fVe?Eynr$YaCW>*=yy7T4pRy4h`WZx
z1BIXC1$4vF@KwktC!~BrT`a^bM%(cp)OCgy*njej_J647%hBF`FC^PP_WP|}&uIlb
z(ikN|7i<s&zx0_4>4<=p7-3Ik`kbNcYwBo|U#y(-#O71|6Qo2gfpWfgo{?CC2d_E{
zRAQ*(N@;S8?}Q=UPij%?K5vfAn}W0N1&v-NH(v#sar>9d{ob+N-^wC3e8>XT-kuMf
z+{O0GX9u0mRiVc<PaBA%{Wni`eO~W9a?c>zjb{(I`?`$Jrod;aNGEp=p$?SC$f}Ml
z-atQ6NHHtG3V<sOk!@c(*nQ_%rbxoL02h~J%mbYxX~ybRKkCq>sz6#*5eozgarY8d
zEb{@^3=)P$aH%VS%mXy&L7W=L&?O?nF_N8AQ@;6D&N;Y(zGNEf|0xK3*%$T(mgfYp
z!bgP#tM15HQWBd1V-4Mp;?d1!9)S&#$SvyWgncUSg;l60JzzDXCJ(LTZ+EUBC6tXp
zbbo+qiOLu?2w@Zm1TyhdG+3zNxRyLC?w-xc5CV?YA%xpMo9?=<9cSwVH9MC37Pgtl
zKrfGktU?(9T~6~OWrO+}JYohpQU4K($vFKdLvD?cC1){TKs9KzhLN_;RpC{+XJE!w
z;1!1}l7V$hO|*5>bAa+`EF9)wP?u<Uu6md<{kZ}Z1`-(C3#i<Vh61QfmpX7isC(#{
z6RBk_j|3(vd5{-?XI=ollwl}E76XLRV{*{AR2i5jxP=(RrFmV3r_D+8h-#@L44g9N
zTx-`#qis$tQyX~iC#2qz;dfK>3S<*wOTsRLQ|U=S5uMZ51gz6611<)pQk1)9@HyCo
zQvDFCBY|l)om6wZc?%0W@wCNc{<j-9d(j_Bmv}QapmwOD=Uo}hT-C4j00tG^znF|g
zE`{&`Z9Gs*86W_4&$;?cq67rW-w140WGo&f#=O*whnl1$<}&0rfLa|x12+N!Gq|U*
za9INQ8v{ul0W*Y2{4(Go24xY|lQ1kE=IRI#vt9rJm+_mm;<0!c%-}h<7yUj|zUFOO
zc7Ds)xY4aabJbDnl#LRcPe35|j;p@yc1RffEamDsk4o|8tRf8-MMGVUk{gRcxL{qr
z@(P276o=;I-qS-4p*!4f%dc$Epv~YX?qSq7wKY@h7kR&D-}LOH2C>kUG7!e`jT1ga
zK|n}TlS=_lfmb#mGk^HcPR%b%z`DtvnRJ^Rutx7(r}P&-WfjHwqqOB&sl3J2NT=F4
zN9h|$;l2MtE<gF6C3G*7x%E*9Yo#1HfX-&}93Hm{1$G%ruL=TXx_sWt6C2=uQB45<
zqyJQqD_G60VZOkouwupb_zyML{(mc7LZ4x)-%LHPW7Ux=NNz=As@XKe8d5V8;jZs9
zBxEzd;Y68Zgc7q6?^bl#^oMb1O=Wq%x_Q7Xu^U$cPZ-#Q2XjLH(3I<vW3nG+?yIwq
z1W)y|Z?cCsj9*AJqSu0M4>LRTWM7%qLCbKQOPshmk;@jst!sJ);3KZBcBJ0K6Tg^Q
zzH{xrmwrYt@l|yQ@O9|<ADCU<5@uH}tLz3}UWEV!Ri)^#SCVE+okkqv!94qACi5yx
z%)Tb;jSP3^!tTRbgR>+2Cj!`-I&+X=G9%Ew_Hx>9?=%L>FKck-Ef;)<E9rI-X7GT(
z<w{L^1l6eqW+FO|Ow*bRYk2oc>?uL=_3o9Ea5?pC8NV_yzYMu|hHy;pjPHc1XT!^F
zv$wmW6TjEp8ctg;pf-NT@6)$^NQvjxgq`B^CcouUB)`g8Vr?{eb)y>zSH4(x07B-_
zYf#aC^vli0fq{l-5*Uv|`uY94Z;CwU4Ylz*d&Jm^-&(y-J|0>{rjj?_IM0zWo&Ch|
z#bqQCfyebq1N!q(;YTPEjVG15&%Gq~rtD5AGmy*PS)6V({+zQg*Vua2jbzL}$Fb`9
zzR%?VhKWYa3cihfG6w#v7)KI>UqETAO`=yGTs@RyXNoh8O*H+IFJ)TXGg_Zpl**ba
z3!<cXkZ0H3dyOqie8i=Pr2?j}UY5!I_##LVq?sHj_`3-ZP5S;hMF0?hU`zD?%^Vb@
z3oQ7@gpB~sa5wQ6J%xIIQzUArk%0~KlO2v*4b%o?Z`?tMkTaU0+`+MH@OJ=%x+DMr
z!j^Nf1BRyOd<E_Tt}d6{Tm;F3T{^ZvZ}H8;qJWM4Orjm_VN3A_CPOa?L*WW(29&kH
zWt<TR`<}Z+-YT>D=l;}JnKU7E&v%L^rAhKw8CfpKH|Ahxs?5(Q7bRFSeW>UnTxjS{
zM041i`&l6Sv7$l}TE8WUk2{HvFNvEkm79l;i>@6%vC-bnO>A4~TRGld*`8V1l>hkp
z`IYgqN3MuE>d#g;Zr!*^N0h04XaCCE&)&(8@6hg<C%Yg~MwXr^qof$e&3)<bea2Fr
zOB<K|hC@%aaX;GdeLaSwNcICJ+>cPrxkcM`ndfNRRp<)*3driw=q~MS1eWWe%VEc6
z07eRC#z2NKzgW0{Ha6D&YeO=A#3X(3_q_O}dUL*JFY1SN{W|ty-WR|BhhJ1+@?tmp
z{+H?U^&tNHRuc!uoyuS8tClCPDSv4^>$+iDqw4R|`$Z1{d$ZTzxfRvRTWj-W_SKVP
zQZLmTtBCnCJCBib{^xTqzTA4GjP6NOe9EixbW{1kkZ+a<x<Sl4f`D6YhKiH0TmcM0
zQ$94o6CjpV>ZKjO&97LDVjmUJBa)<U=^n@Vg`Icl`wM_=mn-(P&|jQ)o`Bn0g_r$F
zUwj!W5FTM;H4~!GBB8}UtYZt&)Jz~n4jVTfr2+NB04x%aR08<+`Qu<f5^%^9*07Ml
zMbsfyDDFLbK>6Trx_Q0%pW9*un!hUN3E&~53~S7#TYcmdA(pU^eX7CM>YGSQQF4H2
z1Abokph=n4IZgp@({LG&ySV_@0v&w+6CHyYJhL8ZMtTCHO*a5l$Lmqlaws1je166^
zJ;gU|`SnG@n$125+?zC&YM2r__KUJQ)8@&>qrbk!9I8c!ZeBh{R-6wLhyFY43&Jgo
zZr`iF#`|h`&1QvN@iqPSt#BZcTfa>@12KFKcTv0@`UPx_M`>Q`y5$)0VM6muk>Y!J
z24d|W)YD?}qOBTueZ(O1%Zp%F$ZILmKj3ThRpS*y_`G2PGROMUFfyz&y^N9#Vy+M)
zG>cqd#iAT%bW@^Yr<luuF3WyUoLCMp#XeRR{LQJIqb>&Uz4>4ZjzZSJB@96ANGKcy
z#d<<|1#mCZh;4pnLOWOR)9>ejfKO|D0|mPIRdb*_jm@>EX2U7vvSbRH7TUb^qS1Iu
zMw{_0kkEZ&^NjMpdRvx%JbaHFF{e9QPVoBm6E1Hz%#(rs@h|A5>ijoN$9Q4iTD7{P
zugU^5fWrCy-$n7SAT0LeWH<Dehu4dYimCOY%~wW%LHV7Mgj>nIj~E$yvw)CgTpx*&
zFR)b-5P;&1+mIr3)a=1AMr4!->KKXu@6#HQ7Nm0C(m&Wnl?ehvn%{Y-s}N$4jtIuH
zq7^vjj|Z0KAs$~^WT?uS;&}Nq92M^^;X2N7Mnu%>>pd)eO=6kA?g>`n5N218N2!Ow
zva03+9223#i4m&>0Wn0)pz9q-4~XCq)KVR=>`_S<oB-3(R2mo1eds+HjRd1cGcrRk
z7<UFYgkfg~xv+aL3S>qTxBl-b<6wgPC$a(8MiHQ)(AsL>0c0^LtijEPRsdmZQj2#V
z%GnB4`EUqce09e8PL##;OUr-d*d6kqqh}To8^{Detcozr(m)W3ID``Umf!8$Y=;I3
zyAs5X2MeshQ3x?lI`&|uzZ%;Lz-076(CY`JmerLT((Q+Un64Yu95c`q_TBOU*DvE7
zJTBfIOoNWu`y6<=Kw3j09Cj7qk`Wp-B?2;0rnQD)Z4WGxFlCeLM?g7<FS*k6n~_Bw
zXxM2Z>ijnBtuCdaQ0fqtJlkfCoGx$~PAY}}p#0HSM1zw8L!0Yva}|5#d;9BNX7>&W
zz`4&}n>+GCyCJMMJ`k?*heB`g1;h7}BtI69g}FEkWI|#en)*ME&O4gw|BvID_lDd{
zWaeHYgm1KzjC-#uGZD$otjMg8eO>E{$jaWz$ga%nQ9?!%N%qdT_Pt#9{@(r0@rQHx
z!@2H#e_rp`^YMH>(fT~03Cvn*Qe|<Eol1ZHwA{29iC~H7Y5Tc4vu}3m(=?y!>Cg8y
zNx3}LY$>;f^c5n`a~EwmGUAJb>4)wrj?3I`vlf-B!=cFxGr&?}C-d<<I|W`}B`_Cg
zhlF3#XI0~U3m=0dTq;mB6E_p!wC47FeLT{CAMB=h`$9S*LOI~jyJ&CcA#J~p<9x+l
zTU1EJ@1ezy*G&Jb7B_r5IW05#Tf0~H=G(*IS%dYS*~Vb{>I>P2^B+i%m#y6$lqi2P
zg|)BInnXvdn&k+$LKBNk)b?Y!QP%Zx^=uMl75{lsyWSrI>AzIJ10|Dy)_i{5#ZH(O
zBqjAY-=MVoLLF5)`mJ?uv!is2Ha&QQrQYZN`k2mM=lk~?ZmaD9+vOJ?RVnWHUbGrn
zsD^DDnk{i-lM7FT`<zL3oWA*Z(QnrB`3}-DmmWpLUK^0cc2#9Q8enP`D_<$x50oM1
zUGw?-9ozCUdO=D0jaL|XY(S}ni!y41w~N=hI#?_A>UE`Vvi+FCa0RonMAftJ5^r1w
zcDT6jrr0X!AO8Bgj4&XENWq5flLV>8H`XgM#1N#<dqBiz67i9;31>p9*5rj(EI%cI
z3vtY9yM|}3XhUotDpX5WAJ4FfixB$W#eVJ>dtl>oz|js<-URoYX~-#NMnW;g<^jq2
z2?_197F)Gc*+k2H*I8Wi)$otNWacmbnSH_qw}7>TKLeDdNd#q}*DYs%rh+g@K8j1A
zUH3ZNl<23f&ws)xlQ*(&Hy$l~JqX0D3huyoQb1z!mtGW=b-rU{fa<^S1=sAo*9(&k
zc(T#%rk8m%qF6}VS+_&|#*sdZvIlN=jLL5ME#wy-G#y;ufgLC}W|Ij^kKDX%?Opv2
zmIJ6pwIAD29=Ge$!d*N8B34rSWBiV-V*;f^8=G0)sBJ#`6O0#0WQcB9nnZ=gsr^=9
z3~IOqFkR_L3`lghg+rqouIO0?7lkD*E(kyHxrK>fY|j~funUu)hMezun}L>DL)=PY
zPEt=`a?DFPU&^j32LE~HGHcIjC%7fcLpor$TY&$e9*>~+g6*NMOLsse;GIHBHUd$$
zEI_heA+?!yP_Vid8MvWu8rBiVuy!aL9C`<wQf(U6`ZNYIp`a~%QTPQKKvQYI)y>Dh
znBDjc4qm2XEGMe;;WhxR+O9TFn`M>fppl_Nymf-p!tZZuBi~=(H5~|!_H2`UpY%W%
zj6yF<+0`G0#HCt$-{4AR(I}V(lD+7e?6r+7H6})=n$?s&Zb}VD>qOH?)2-JzA}}A(
zFJFm^f7XzY_)=IP@$jL<!$%VLDzZ}2Prvtd4SwY1YU{Pv*|+*)#Z>df){B*@t>UUG
zEtMTGlG&U@vB3_a+4f_0pTiD5hc}3}!a{~xt;eo$t@5*6qQI90*(<;D;P>y~zVPnA
zhKaC2b~PkaH8!l(6h#clhP8B0Bh<e%Lui#Y!-lmJ)Y(P9`%MRJ$1qpa`}HluSIRG@
zhIbUR>nnGDy?U<l+;M4A`qgIBA!#RjZS3f)=z!&){l3@#`CXVi=v+|ry5IEVi-c1x
z?h<)WLiE6L<<pMsZW1ds8dx40N96))9#cL(n@@Z&{U&ha>vz`;M9hLl3N9k^$LHG)
zc3(^@$GdnM-*E5}VK33KIO`C<ZWNS+`9j31Si$0x2+et?Y%(p)%v-{vHz^Ef`<x-M
z<j@7>h;}=%)9fC~EQ9Y;K71tAd2}Fw^)LKlE|YDsvFfcS3MEbNtF2cCzu}Z=^v5uk
zP~;DN%{gbTFwWu{O#KI<C8HFVv0u}`Lq=F6Ys(Id5@dm8Vhj}J#kWq>%GA5AVP;RC
zKZbqTnKOtvFEmy9XvHy=3XvL7)x<5dYgBU;J)E!nH`mPYl+rMgIB)D+?=m7#jWHM$
z>rQ3h>Qc#s=whmk*@Mixrs8+CXmUkFnA8xeNT+EvUf$@5&PFg5^XPt@n?+m`4Sxi=
zf+F^f(g2e8A(X994DrU5@bT0l;*4`(Y(7*4D*Ei-`_#uAssBK3YP_kAn&o1dWqE-E
zh;9s%U+yDWXgOo3-%r5jEK~j(mWEa55Vouv^mtiH#k;c3s=gf-Pv@Iwv8|uRm<q<N
z_@Y&QD2aikM65VMjHwOEm{j3I<ikbRp^;@=GOnVhB-{<FQVerxm`U-t=FF8tvR}|t
z5zacHbhyA+Vk(1cvf)STWtsEa*C->qZ5Pk;O_3=*vi4LuyPw7M^tlg2U#C%Dm1PJj
zIc^&%+%&7^GZZUTw=%TMQ}mx(BPA)i`tHa5hZ;K`E74nL#(S@9X&k7$q=M`BSe=jW
zV^NiLI6KVKWB<xkjmN9Oud4%}dnV`iI8}&&Fyh+O3=>c(Vht=ImQ4R<hP;{#WAq@i
zTWAieAym!hY9vzoJTMn<cZ=RdYj#2VQ0|UMfYeW*G`ZoClgtaIj_qM4djPBYUdiTY
z5bl0*Guc`_n1c1xIzPtTVy8+7DMA{23~40e-9G#Qx}Riljsa`nDG!%R`>m~5Q{DR5
z@yPe%k>AZgW%jmk7&`ICN*6rPBm*axI4aO1z{V}(OCm7m;|qrzV!zv8l23mLRwIn<
zWA-`!C%QoT9$xbhA_-NxCPoQz5f@3p4W{$QQ!y|K_%jdHl@poBkdNvoQ2KSa977F(
z9az~zf1r3pef<%?3!@K=<qEY83DEhD8a%c+hDH0bvLXU8)Z8{}w<|Y_cEG$7govlM
z%|5PeP;_?iL(;c7AtIEoPgp`ZpoPYOI1R=H`G6^xQFv|tLSzJ@bDI$RyX!KJh8<ji
z#^GYq5N}SU;W)e$Oqm!tpjnk2d{1r^lj%s98HCyhT9@6CL}#FiKj*-x{?tTWn<;b}
zvDS|yL(&t2y4X25-v7Et5t(&Y%UC%E5L;U(sN$eg!|O(TQ)dZQ{lbE=Q@^x4sQDtg
z7g7ny{(~p|I)5G-0eu{b6d%&+(C7n<+{3px_XHf=ZsVz;!*<x0Ssr4@f74Y=93pUe
z5%`;{-6-&I=sCuAyPPyO6ERA1h`xH?Y17fY{4pnR;B~^k8(=TXrj;BD6q9pnCr1qb
zt`$ECLhp|FG4sD;7C<94F>KdBAdwVuoL}O1dZD8E!+`Z?`2OnL@;wgPXA^frC9!ER
z<h~2a$zi8&g8vO}R#-%QHs@F8e+Rik)qjvo#E!Y5RlODwa?lRDC?f^itK|;SiWcji
zDXb*IJwjQVZ8<QQy?yX=*1*o@Nto+{;({E_Osk@v(JB#Hned0JxWQoM6aTmh$~B$)
z|8-H1x*DREQC39QFBXKsC<_fnBG8buocnQ(aOM_w>J#47Bqko<GR)zje4x#meW>g&
z=^wRcbt0HJT+D2F6DPa*-q=ujI}~)|!DpqVfAtFc7K@gKL>*{6!S+;WfBNsS=#K9b
zc^a}7{_$S=`@zQ0t_O|_##@O;?*_h$>Qr-^reBGdeQ;T(&Z?uge?CnGm$<S}HG3!N
z&lP2(??U%HUdo8h>Pa1UTMdMxJ(Bh=sqC3NKxy;gu3kcAcP))@X63DH3!A2k`i<{Q
zB|g|iX|~X>@gotW%g;_0dgL3-=@ztj#s}Bkr_v$#3TAi!eCH#lp`t_lIXjx=OwC2^
z-ox<H1%jv1_7KqRa1nw-p&&hhz<wrFpXy#I7Q9WU{jVgZfpGhWUgPiT!#`93l!@O!
z*Qc6*!{v=^r9BF+h19coUy&p+P3VvaLQs8X*HE{c4-O2Ms9viR*?P?f3&mjgIh^2m
z)Q<~{Arn}WFVfGwN=6;ez116J+5#5Aerr<KFDoGhaujxxviq$AMICC>yYGAaomJM#
z8w9?sB)~S6{Ao4E&y|Qh1>Xh+Cc7yeyktU>`#YR_SnoR3prlr98<v#B`3(5SFg~7v
z#Tth5`aI)5n9fx9m#WhkC?V>yUtoO4AyS1VnbQBTiMKj?FzF~4%{yA45|`R`$AX0(
zzfCAThK+WiOaK^OOc7o|(DwmT5#!m{L|Eb*T<lepW+p7=outSNgr^S-G%WKBuL{LC
zit)HsDBE3h={w8-Lv$-x^Sn8POwwZtJ)@678vqgZttg1s)tS#R{@;@S#^>KRBn&jH
z-|V9*&p<se`ebYnI9VLLH4h1%&B*wV@MgG^Uqm@9;-va0Bws*Plg(82p`~PlJeTF^
z$o{ar5-f+kI9F;o4jM(J<A(oHPEc;rho3IFr@LFmzqy&uw)^VTsh7D-A{Uh|CZ%NX
zW~T9{rwV0f@?~e9HP7rLtv$9-O-<#?&Z0};&CcLYPZ2x|2~5#^8S_dk7DOfFGNvKI
zj|haraENjA?g3jxB<w(qV4K?pC5GVS<^|Y%XAt4n1BuUHk`y`VrU@}mTAp7Tyqb*z
z>zv%_Lw9dG8817%fwJS{bVB&1RxHlj{<r`vcADLGlq*_MN*|BA_cIHHrk=Sj4I|ck
z_wz0NWH-kB97lJIy_(%Umsqov_9-J8*`MC8r}mm>HF!@YBwyQXc)DYkU5c9@UMb6t
z3D{hn{*&C`b|mRBN0{{7yf)BmtmyMI^SaAfr3cH3rauE3Qw|X^D}cMrKoj3eJ2Enh
z!nJ7V%d#fqj<|{*lqTyfKKb`$<FX6e|0bF-XN@&}3PTcg0ru<C7DE|oQFaYsKTbD2
za~O(qungy0yvD}Ya##lLn?=O)-0v45<vbDRpyyzGg28gpA_@tr;|gB|#F&IXN&Rx&
zW`41D%|rQ)+RtjYR84X}%HJH^E~@-{w%Fp7n@zJB`cU@#b0VVfZPb&oGtf>OUzdM<
zA`eJiwVkN3E-FOe05&JpTQo+C?Ls9URwU!}7q~%r7RjcW%%f_Djr52A7E&9F{Va4T
zDx&lo>?tkC1yr^R=?gPlgMBaVlZ*Azx6j=>yxHeVdcF&*uP2WRF$Kc=BVn-<su5JY
zW9Zu>NbXsY2ZG_w>grF^nC)*q27|~qRQG?K@imw61THS&W<*2{#OM7HfX_tWO8zYB
z4az2c=TiOKLG;1YBNdOf4WrK`vu?40hE&Xd0s43RlZD(yS>0~Wp4FjxRqYmRT#|ot
zKz@4=nBbNdIf@IIO6(7G@t_!`SzMGd$}%IlC$aE?N4{%+kJ9U^H-j!e{REseW@iK*
ziPua#*?IQLHNa<}|5~=+>h#V)bIl{LU{%`w!Em7b^zVNM<*A>}U%VvnO2VJooK$0C
zX;<{_!gTqTLP-N7ZQAj2y&OAOw=DWLY3;()7Xk4WgqxNOu8$DI7ZshC=AnSsFZMjt
zmRT~w`hy&=koAsu<REQ&5x}`SFiyXs|H_K~8xaLOb1`GEA%XLwmSixQztM`GCGUMv
z=pIT2tXTMkvkHPBHVu%k5GkLWEC@ZUTJxrYp5;xS%;vn?uZDe2GS<TB@sefOUdUTE
zy!*7kN+F3;=VlXLW6Ii^gPTzXc-0fYRz`*m6iBh;(uA1+NfH;zIFDeHgUR2xI%aa7
z5ol*YiE>x(^8WRqVVNi)&2&Rpm1TibP*>JUI)wlG+V71gwFSOHoUIeXPmyxFUOqJm
z2l}=cz0Jj1GZ|LKsR*}1aTb<8(sZcl7>tT0ezi(em-$_Q!{_tAbI3g66Q>`28oBw;
zw36;)lRpl49Ij+dB%pzKJu$*dND?Hw<NW8DXV!S3-d!*LK>RkO@bsb$*xA?+{>e{5
z&l6`k=3<_5U>Mua!J#j|x^o6bzysa8EL_#pkrocl(BB->kQ&To*|9NJ`R^jDyF{W7
zpYtRB1aQXYyf#K(M~b-D`$PP>7wM{DrDQx28{2~r<n4$9hcAi9n(-ZZlJMVhCBa(B
z-9(T*jZO8*w50HL3$BO4yaem3{EfFlxK%W_+cw>q1#f43Ki3GQuNH9L)+`+PZgbVp
zS;p&GVaKdz9;I#7bH}7nNQY;(z!3Q8#_3<zSijAjt%Cg7&tZMVv{Ck-1HlK*`Q9AM
zE`5klz3^<zj@>vdfiZ7#h?Qw*dBbTJc`W0<c+>4{2dp{<T%1<BQEaVJ0Nj>Bs+*h8
zuztgL9|1?-sn_gI^t^!pmY5NkwfTq+Qm)K7makKpw-O-s`~EH%Py3wq_zrc@cwueN
zWbXDeu5U1Fup2L;3C~{o;_kz}5mHjvf4ZXN<<EQJPD++S5)^FH*X8rFwP&~mSnnk{
zv1;#ZM~#rBjmFz8%9aswju%jn-1EE<;t-mTf$Tg0P&MOv5bpz2ZY(@COEL6s_69d6
zvQ*ibV^}ZC&%L65bfN_YT6q5SMT0Lk&>EZjTvci`<Pk-229kO2R%F;Tl}=W1MxHE<
z_@%>YBW&((gsn&%Q~5p?1$Y$;!7o`JMzfFW>e_;eh<TDOx&B%@lc}Ro2{2_L=*(-q
z!=AO;DbxuDG1!VRStJ29yUo)_@exsKE{47JPF`;2FpgC|ncSQy*uTBk4OzK2j|!Vk
z<#`_3Wq0l=k|Xksko1g|U~z3QPOz%ikQ(!XM8^|&ii+Vs)e&gLcwTtoLMr5Z9`=*?
zKQ~5vnC5SjB;55xM1aoA!DM!toEu5dr|W#$$O`9E4x3`}*}uP#PvZ1)&p>P14iTCv
zmGD3`Q)gT7GA473mJ`*I*@oK9>fTf+kN$A33py$K_L}Alf(0vyyKZvk?Kb2~Yt`z|
z@PC&#2|qLSCiaI4Amx)Sa}tUGD|$9X+k;urj?>*}3&a<==4XdEy^P~2!_DKJ-6Pud
zXVlHYDca7;Gpj6>gQLrvxF<=JjwOTz<(QC6b)VVZL^V*3Sd-oNpD$gYEUuBQvi&z(
ziYYUs0d~P-K%w9cSMen%@8i5alwdvX2>%U6T@F{YN@?2CTKxzAXqRT5JCjSxO(YXU
z>;i0VMwkD{|L^G{_xLu846y&a)S|Vf0pmI&4b2T-#z`)8$O3}T2ykld^i@SvLc7Rc
zZLw%{r716%d~BIQZ?54g<<rkovd^z&V}Ne{o`(O2p9ossV>v{G0_uVs(vCu7G^=4z
zU9jpW&t0zF{QsU=Rth=Ks5*lfr0AOud><T;LWajP=6Q<gFm>J~xbep=TFLFBL*%Xp
zE{jlrcOo99)Tb2slWc&^zaSEd2)-Da4!LnkbSrx1`fZ<|1iQZ`Kf~>u+K1}hJv^`9
z5O~Na!kHQQxxjX-__`B*c_nLkg>Q46&uT=mpBotL!kNX@!^Jf;3O=76PRPHUkpIC@
zX86U(aQ=sGwoBpBsVhS(=X-wqkgV+NRI~N>w|927_wexM+NR^<yTxX=#`Nz6^3}NK
z2|MTvpPk8dfRk*HP|Dy{ULreLG0r9iK}qokF7OFdpZz9Ivp6W?rrYvL{o4v!%p2So
zY5rTSatnC_F?lqd4s$_Ky2}$3vv1V?{RPV!I~qDYVC6p>*89n-?!DjCh~<%r4<)Qb
zasU1=>e|~fJ&<gdki0Pwu#l9Q?L4uyvg(rko+YBUMBeJ<<SlNvi&OuIUW>Vc*Jl;~
zo*%gPjZ5BIl(C+%DtdUtn3h=fAp$IH=44+t(lCN}4&_qr4yt&9zqLZ-HsS9SEyu)~
zv;U!ah1KB#(2#Dt`4#gUDBX^G*)s&0lGX2NB#OY!U9^QPF*Z<n^cM1sXzU#gO`d|X
z&lg$_(5=j~ZCotZ?4@hITWaI<?bihzNti~}es18U-k4)jnzd$~f!vvpe!{|xW*QjP
z-;3RfeQ0@<q$~nNFt-ZapeJJ36JZ>BJ#=mBTf?{G5Pxx<Z639K)^k)IZIT-T9IS4a
zY3~2xAhZr4KPfqDIPYkns{W)^>iwYxHyrzT{=V<|``PNfdDEmvKmO|;UQH_e@y+jt
zuHL)!Ed8r%23M5|%5hgJTt5|T*l4f+RO&h7`3?JSb+h;#qPwgCRlC|e@y_p=^k#oq
zqx9&rN99W~76<F~8|Kd}!AA6G+(I!O2SO%FZFgiFj2504`KTG4xtn}=_gv<?*{(g*
z{0Axoq(Ri!{yz=EBdkD7!!RSkI8lcrTms@6fDD{((xGk)p4DC6tlXX|L{|b?k1w>f
zU*{yZHWCTX5LuqrS^Dm^II_=l%<vo25PwU6=0(K}%~ZbmpySImuVL<8A#)AatiZ!Z
zu#(wOm5M^H=RoHf2I9Rt+7%0RzjPZfb;qYysNdaoc>9jPbj^gP^V%RSsCtj=E3x>R
zo1)vIw0jxHZJJB>G(}=JrU~SW{$AN6N4bFn$5VRy1rHW$w|@Oj@2#tGqMix2|1oai
z*{oe=RC3ivN$TnWY<wbv-m|>9Xwb2AxwL{WCafFf-27lO#-&2#xHC7v?^WaOEPg2~
zaPNiX0IKo9lI3%ix+in%r%yX=;R)8>l}(o?gIFTMgFgLSD&2T*>{IsoY|_hr7|A6X
zat1;@C(oLn@zCZ+qS4)CPJEFR#(oVmeg>4bbS~L)CE%t>Hbegqm<x#29yymbedC9%
zrWXAt8D+grJPq=9=i$=X;yUw;we2LMSI#MTMArez9)Jg?Lg$TOj%)aIg0J$e;QP03
zHVKJ{_%SgWVWDwz05i6i@Q%Q~Dadd=#~09azpjfp1j8Z<XhuN%oCdZ^e|Q?go`grz
z>7A~Epy>mXhM~_wCMWc5-T~@`j)gu%j(?ZyRx`TDw%x(C;5@fM0OJ?~?9@=J$;89c
zUUIo9!8b9;9OV1ZZ!IYUsJkWtp<{#eLq)Y$S1`!6Z!-U>`$ff(A^cxwR+03=jKde|
za72X(6+$nB6)=_T7umo>hcN;>U#`L_t&^38Eg|=I9G_V62gVhHp0DMBBx)6^Qf+K~
zc1`%+N?iK|8%ua269^3`dJ&XpZ6^yw)hTl&Ll}c!Fl`{bcNpy0EG|`!6C~Hg)p<iP
z2K3W_{8983s>I)bj-70f53SXTjY00WVvkOs?6+VT$fAYGn;aeCdEnyTQ22wpVp-Xp
zc5(THHawW^1+SEUjvN{8-XO_|4^qt~FeGS{X39GezKP5bVmv@do!1>TioT;TSw9Sf
zWyk2Bi~1t;^f&gxgt_8n0Y+g}rP~y)d4#H~VYeNNahizHqC@pL^_%b-R}ah&1>e<-
zCIkH={lDlP?DOcRPvev3b898fU_Xq(StoTDZOy3uo<i3l+gRpIy7?syNeOZLr@?@x
z)lOA`{I*kZC(a3)Ahyd`y+=tm9?DVj-m1{)-<dO8sPa_&cJb52$CuUMioqPb1u4Cp
z6(0|*uc&7}GQt|UVLhK?bw8H(7_U68Hg}3<e&kqOoKvY<B7M*C-r^!R_?mZMsl!<#
zjz8;UTC|~Z(j(sI;NZd!grJCX$s*?P3^&Dk=!Jkf?-x`$Mq3|Y!0_BVCa}yH%GnpD
zM8&<d7y2&meu^*ubJn(#=C1<oRp7(RBV*cOV*s`<<)POZ*?kvM;l%p4a`#YTAuM{=
zmzl}56fEw96L2{^W{$>P{!IU!D{L&)t`BtF^QjU@Jr1Gp#RmlJTeYL6(ONL=RlJel
zlG6=opo%FMu%Z$pC2S5)yEW^mr6!a%nyj6+(~5kUo0;tKZ)iF`5*gl9?RjD+sCn3w
zvg9^CI*XXsWnZBRuMfEGPgQt4NqqX^$_w>`lA-=|r+t9E$rK^ML-3JfsS>MfSnOkw
zq`E5q>%tQ7Ah_FKNkLR&R}TUxF7!jF`3_WP!ZFP3<MzJLKr)3vC5K<74}~mX6|&&F
zVZy0$mqXcpMY+8fabxL%#}sksM`p6yuftzSe_F<NCU6^m<ZB>kV0${QMM!zC<;wtN
z^Xv1ksEmJ&cW#g3sWUqtmM~}Qa3}Ds$d>~HI7<2f>hRkq1m*BYJxwKWza=K)kZk@X
zuz}Y7sG?<WMH*60nXZl+Xratx1#Bws?|v;)oI$VyD9CN`vqZSDThyz`zki$Fp8Hr{
zVE29Gx^v0;Wuwn~<?g9}Du}SRiv_lJ$Jzn97}E!VRfZqF7o7h%&z-X4QP2n^(Wq^u
zQv!i;#^qp;1_p=}A3A#B*C>ab9{4F%0lzkJt7#d5z}%rEr)q98`Ox2Tl@g_@Go#JQ
z5i!fgm{$kjy+<dF&~-Y!$`80-b011IRgGJ}yPEd**5ct0D&!Xzn+RO+pX<Tyuyckd
zC3xszO?A4<*)yH&{}#=+v$?6@a{$JyQd(QcB1FiBF+Bg0ZAIjpX~N?NJ0a;Hty1Xm
zCuM_9Dnx}o1fYX(Xf8YbHn=UxAmN_Bj<Fw{8Px@%TT@oim*CL*N5~$~{A28XyA$S2
zWqK#1`q$o6?>7;!+wzQa0;;wtK4ZKuBswn8;Y|=P%Az`ds@pn=WT4eRsGrEtii3v~
zGd)K-BR=AbM8n*i@}IdkNZ&8_a-p^(Bx_nHaoXP2JCY+Jb*r<l6Z+t(ebR%6mxLeq
zid+nPDIxwvUHr59XAQy^PHaAOzN343nTWQnl)VUy5(Aog{?~=h#)K2v+uCw)a%hrG
z>>R{usj|YZb2JXV)e$<SxUiYF^&yp~x!m;p6&m0kHE*{;%U-Ep^L#!vG5Y*ydhpMS
zp`*e_HD$jmj|$8WT$_*H`XT)1a@XAwaNdVae+B}H^E(J-a(kD=fu*l4f()@=Vm0<!
zYid0H6=j}%xJ;EmH9H-=HGh8p*T=cl3Hg_;b(fw_y=_)R#r)Z}u^uMxS1<8Dnk?f-
zg>djL;uE-=zUX{<#a+b`5j=L%lJe$4AidFyneZ3J(wplGrSz(aKqZ6Xk~}%&c_U^Z
zHm5W#IJF&5m{7yEN60^bZ_}#KTe*m*HNN~~R=Q8_JqyaW%CwAThpd_SmkB%`Tlozn
zMcYNwsV~V~qdtj7A`u7LRbpi%j!P3uyIqQ8jwCnP0o0r1&pZ5(6?R!W(cfEl1o;Bx
zwLD0tJ?o?4v@9x}9?ZkFTf~aKz@>^wbv(xk@skGLQj)=~VKVL1JTJ|F-4z~UCa{BT
z>&5QYE=!MfH~egY!jMnv7Ov)1TD^7dke$`2pi!bWo_h$Qc3V*y-D=1)2LJp>dQ>rd
z>(rGkSTSizg)`{NKX!KCiT>#7|G&FGdgwC^eEh_wct>j2=wC#}wfXDvi`V7n$43{&
zN9V`ymDJ%XZx_AZkxisxUVlSz-Cg3kyU6AJ6vP!V^=Hug#q_7;UtY4NGJ&aNTTs`L
zeFs*bHVcqkCPpWGY`B#*xFy&MQ-Gh@F$g~v;+v~4+i5V5eG0h1*b$WeddF-LcJYt>
zInM2yJ~hXgxYqa;+XOQ4p`SxM!EzZpC^LnUA>I+aqaucaB>U@`7{xxIcD46o5`5g%
z@$INL(_p2w0cc*CH03ux)u3GXkkGdok-aQw3oiEiur=UV3!^BHRWPE62kT2)FlR?J
zHS5jCOlm<nF-yts_p_?sQf0*36>FDWcWYe61*oID>brT9vx|BX0113tEw5KL5`@-Y
zx~$@r-b)FIBtrro0sETBwTi59uhI1*FO|c^$wx6%;*o@v-$M7n!8&e#1+nJsF>rj~
z@`=3o>EXj`>}<C+Y&$ZWvp)ZH&@~)1TzdY~L*ZRh&AZz=4?g|+^SIsNg#WF{aqG$-
zf4}W<quC1@p6;TcHh{Dib|Sz%83khR7#0u!aF0J7@xCYC;Cyfd8We8BUnAjNL|B(=
zJ<eK<P6q#~2rhj#-cHv38_aha(oHygD!K!^OV@T1xWbD5J=y$2PDi}KNzPI+Dc>+%
zT+Z<~&nXZ@CUxU3(PLK-@g$6lzvjxnWn_w$X0h!F9W*PW6f(X)w;->sz(QL~S0QZu
zg!mmZ<F;aum(a7)!!68%FIiv=o&f?69?iRYic1oD>7=?mG5A#z2#Pq9W`ma-Ko_35
zXb={B<u-j$YkTk`sInGsAo%M`f`De`e!A45{fG0%%0T8H8iPTv&!pwIg?wlB|2koR
zrAj%>mqjwdo;6fKAW+VZ$|N0wey)~81&ghu@TU{z!SHBq0Q;oka<n7mL!pdsJERyH
zWE<98LA#>I6PoqgG_y0MHTgL~(RRr7>1mSia{G5BtIopP3@YoYQn=P|V7c`Q@|kXe
z2<iaEd64~<%H7XWZ;2P6aG(x{{FD7AT45V?eW*ceR(B?r9oY4S1t1rq4H>mg3RPVS
z9v6=I2fTwgj4}Ee{NXvtH5R^DYb&PMoUc6ef!$-Y6PHiyOxJ=ds%~@ZugYGICyMz(
zCty-_tpmXYtYUp4-ypdiB9c%q>nF}k6!fDuAxU6<U;*hK(;#DGyll}6*fcqy&kBdX
zue|pFXj3GWpe-#5e@dH%)|*-sy+bnLLwzhr=S%Z&a^ZX+2<(ny%so@vk$YnIUH+;+
zUQ<>Dp7zprp8FlBD|gxD0nX%AS{+EAAPaW=)!)d)|HihTVF4+)Dq;Q;eq&s$wsrwy
zE%Ia4^2_EtYi4ts89UVjUNyIC<X_7FWE=54L<(jsUY~&|cezF=ynIr4a!$^-WUcNG
z=GKHm`Ps)Vyv{DmPL9j2?^y5pjc0g~AR1aPgsqH|3N2IfFIePW=$@epx1h^<zXU5b
z^_hp_^sB0L!9T(2qG}umE0Ab;PimQmC&>Ejth-I3O7)8kI=<M5p|Jl2q}=cfkzsTz
z*F@?5xxD`F%nV|Cc|^7W$@RB?0tFp8^);E#*~hYZxevwK0tL&h{e_Be?rDwV^EJdn
z?ZDGIWB12U(_fJnhO{l=&RDbGx~|<SlPa_)XHb+ZYUz=-tWAQhT3r0$>Xo^wCRZNq
zSJM=j$cDkV-GS^JVx9(1*=&6eMzlHAaX9sL+`@^Taw2fi7uo7NS#x%3or#>{*e}88
z`7Qi8jjMm-X0a9y;J>vo({fy_F*<_L7S96Zm(Jz~+JB=vmH7pm6}PyPg#aEN1q`<E
zIAVuzHw1j#slxmB0yFZW5kEh_8tk?s5ro2U-U17-wAQxZX?)%w{(ZM_z}kQ2Q;J5S
zg=Phlu+o<6?!623pe<)9ABEdp0qt$GxR%}VC6LTIXTC{UA9LIQ+TCgsE<*)EAtqm5
zqIw@r03Tjg{ZwWEtro1TfV~1?F;AMQT~ayBevYE-rS7!c*qW4`QrL;=kidB@kLgV+
zZO?&<<oVafz*j%s)dW&!#Ev^MVNG5gnMV&@y=@)#XG~_Z$|uv)L!4$18PV809O#V?
zh{s7*f6Sxh{+O_^b(Z`-dM3$uRoi0xwU<k-k)id_@-6;M4n`5Zl7ZoS^NvziRC})S
zpJ`>j%EUrnINrGJf9hs0s5SMs_KWwQCgCX|w^tB-KxPqzv&W%jfGd`zosAys0@Wx%
zxMH*lF&2mXH-nuaBp)I&G$V19;JmoG0yr}4_*m2%|DwP9KlY$;P__T|P;#_EL!;4j
zb>!G}HgIt6$gZX_uclwxMTs3VAn<X~XsDfR3J%H{2(AIS)mK(Uw2(oFpF7(SesAGJ
zNY%OxK>l1!yH%%E?E}Qv>G5*(92lm~TcN6qBK(<P-s%#ct=jVTZ&XzIIjsCS3VC=W
z&U_?6fE22S7pM~+Nn$VC$;@Fd&vhsb&vgvjbr{Md<aZD`=R~pHV{&61)60V=9#o=+
zTBL>ui;!u;M%>1jyUZoQlc&Pyv2;^8Elz`*XSY2?I-2`AtRA(GDy(h_?)c#m;>VUm
z*l=?>pO%WI06iWFy~qPCJ;^+JQ$%3y&$Ti$&)?I7nWFgzy5E!<y*kR%U41rUJ_Wi@
zg;cot%&%)a&m7y^_0v;&9yq{?SpTI#o%zZmi`tsy2BTN<^R*^Y_XmVaz-k91i?Uq)
z2QhU>dK>-f{{5!)?Rji6=Rv>(ZYhjZhG2B_Zn690r~BcNlX!m}XJKiG#Ho^)<UK*@
zhurY6t<y|T;J`j2f)B#QLV?xY#OfjRRB+TSer^>x8ZqX=cE525qLMMYMg+IMhG_`@
zC*`sHe}EcBy(!JokzVO}u=~T4$kd!RgtBjgMb4OpdR^M6pAMrngIk`ew%HSc{&=j}
zpV(Cpp;Q+EU=4qc4$d`m`&WvexGiYUsWVeQQS%I_&Z#>j$k~-JC$==8D*DFo>}CuK
z|KT%7E}nz)9b;MW-SY@y_RU+%`M<nMX?Q6l7j?!{mlFl-YWMs8)}5hMzTQJQn}Xn=
zd4%9R;;t8o!1vlkJM$N6w@3<TF25)pk-@9n+BEClA=9VZx(eiQL6@5`%V4eVKurDb
zjb^6C*MysiKr-sut_+8G6cwsBJ>{U<_>l0)D6u2NqLqF2qpCov+pPpxqr<Es2$P^7
z&wlR8=h~p#4nkB0H`b{T690@fe2^66It6?Gp_Go-ty{;2F%MmGzxf%6DhPs6p`!nt
z34*hs=8JcHD$`n}k&6-#t1jaYWCD|0R7>v{4Qq?%Oc*ygV4eH5h26IF-TLN3KFau*
zc~bt3A;CF$n%{oYMSN<XCIvtweAa(AjI!ACjmA!^Zy@fDTd<ur5QvPl5XTzZ9Xsf)
z{k;0&)ui8&j^2jS?lI5pX6mXRWKxN|+DkZSBIZkYp=uxW#{Ax_bNe<fKsf!ODvQG{
zr?yzx?6=_Vk0Z-!6^-c8dw(3ufX(|d@U31N2exs_DSBYaDy|X4?0{j%Lwool<5|oj
zEe$!EzA%~46aT(v*1)GzmIGfTb72d46Ue54%<mlFONNOLc3`$-kPb<PWNdTrvi^gE
zCPMpAL=N70M2gP|ziAFYrK9^c5j{LF5NxN^-{OjjgS<d4fjlEk-|#jmw}##z@1-Nl
z5DL1Tn^!LKpBmDhgc+0n@z*p|1Zo$8i7akIKD<u}GUeRkj<~5=UtcaLAMVZeDhIjy
znVGRJSTm&fh1uD`bu=~iq^Q)`8k<T<aCAv4<EanVgBavP26~Z9L(XbEp~YP<TNUg@
z;14f1UunTPF#4Scgb$m5Q-zMN=3!G=SI{=ZPddy94aetv6g{Is=o)(QTzLHg34;2I
zBmT-Hg4|*#YV3w-CH_3GiT@Wa=H?3n>Xvddtx&Zaf!)hMD<Kv@*}~B!Az!|2VH@9H
zy59vR4iPv9f9OnJ4!KSD*~ROD5q?S_`^lR*9;WJWi&?iP=OUk~X((F!O)(#uoyggT
z3PM{~GI@t!0WF0`YcTo>FPD6uXPqYaP#ESxq!yA<5Y;L5XG<z~T*PbzBLX#sm!1oW
z5fFv<5$uKG%fG-OYfoxR>I851d#AfT+g|g$-gox)v%+2(I5Zf(c%k;!lKhc!QBWmw
z7n$cS-Ar!iA6tv%Qg=1U{s@84jx%27MYJ}TM2R(Fc8;x-{MU;nZ_nL-aE|GYOGxl?
znJ2Op7T{Tq_Z_gtF6i5hxEp%rrOpsQK4<@8YWdHR=KXrKL>fTzS}6=1P!?hcZ1}=r
zgfjAMNt261V9H~s&iSagh910>hOD-bb9jmoqUvrd>V&F?qAo9C$oK)GbZ5He^KSu(
z8|e}a<LXT=9hqeTF1j-ftL(}7{q`PQJb$an=iW88bJsV}^j9L#4lG6us=B!sD)d84
zJ%Q8W))EK4_2qxQ3YaT*Mb%qj?P?((UtjMUw}^-PpFW1go@Al44ivlyV{_V|T>{(y
zoY|b`Htv^b<Ak>PH9ae>0gtbF6oxF`uM#13-?ILTG_sW0yr9w(X5BTsDSab74&A-<
z;tgWv?=!6=0?atezb#`0Lop`8Nc9HQU;Qgqf8pcDLY%QO#%=7gEmtqO^zAg}6_%`y
ztKx9>IEB>v$g0+>svz=X6Gm(5cAqLALdirRD*pv{fF_mTZZy~Ta9faUQ+)`rP~eCl
zn(Mr}@*u<vN&IzT6&C?s{Jeh;-vf|&k3rfJVQx`?*9-xZ#h)+L4owAALM<Ng5zhcl
zx?F~ZIP7QA?|!PCXa1ub4^a`5?pLeG!_lzgHL7LH#2%&M;FvgC(M&!9{(gTFX(}e0
zy7b}$O^LjLy4`e8JG?~oUCg*nnVkTQjU+fom70m#LD1O0!8R>PxJM`w_iI$+k(GuX
zjk10krA+Dv(+g#8ls#a3n<_2ayuUSx2qew3Zf<z5&L?GRZ2S&{Qf-Daj|#4>3uXM`
zKU@E)WJw&j8{=^iE0(6m*s5Hw2R=ra7t$@=SuNk+{rAy<wNDMXeTu6r>#b^j8JfTl
zrbuXfD&-F+V#99hd@Y1dW5!Y+|J(0=ff>*k4$J$XWMBx5D`slH6Uq|7`RK`KDkPzi
zmfL1Ovxd3ha><nA?o`#jVlKTZ5%$n2{gz546+!?zx*4z!zc)#nW&szB=lbgZWc-+S
zMN0jvytD5xv(Rj>nYbB3PlHfsEn1Een~H{hkORAMBeXT?CN5xj+Li+DSFs>i2AVgF
z3Yp=V9b*l{S#!g4ueJh%M^Hb3=-c^f7^>S0cIpk+LVczMc>^Q7++KRQMH0JDGIC=|
zqt!-3MN2wfqJfveUMf;eB7f+GgNIUh=jYj~sts2aR=d0wH%>-d2kXc7?q=Ps9=5TU
z()#Y&LQ~b$!}a+ts$97)e??ASa}9rK@Y;CGV-F*@yjlrR{PF5lCl%$lIkV9Dy4(+@
z`Pj4nPSuElhSr~+Rj9`>M;e<rZ)J3Jo3%j5Mc%oHXUqxwX@X}TE>0+rZ`D*OKO0cE
z=8yY!(70JHWpv*2#P4VQdu9Xgs*T=B8I2iimLC`ooaWs=N+LJ*Ds`e{)}Q|8shHew
zBf0(t!GaA{r>HS;JI-HtnxK{ZEUfo!k~1Tn6?8Q5xAMpzCPv%nfm#(V-=bQ#-_!A#
z*p64P^fs(MY!I>LR+C%H=6Y+#4paEc17}lxW)=iAtUd*-b@F_fq^ypmxA<>;vpRc@
zaduR;ajOJd5#TxfS~g21@ZhVRm6Gp#Z`lB@dZyLbP>=T1f77@_&tHMqy_D<nTq)hv
zv%G0Y$+O9eV%D`So%GgN`|uHquk2zwy@&_LzesO5trY~zz%4+FMZxuc3PT)hr8%k(
zWifqXS8UH?Z}pkuvtvseZZ)jW>OSU5UCq%48aB`A;&ZC7!3BwfAXDpbCK)&Zr-{A_
zO^_VfeMA+WxfZ4?lo-W5B^6rk%toJUf%(NM(nG^MU=%h*cXNgE<KYoEcb^j>L}g7i
zp1v;F%o2t5Nz%qB4dX<GGbt5WT_U&c((_%PAV33=RPfuptWY=yZ?weU6E8>v6Gqi_
z8lX)m`FL-|&GRv>`dhGhz{23XN0<G-Ec^dn_LqM9tc}uf`E$du7<)?!j7A)^{jGkM
zf^c@)lYfDe>)eK&V>q-W{ksxLZp+SY!91fbKW3s;YA(=nbZVEs>)yCZi%qN0`8ND^
zk%ii3-FK0<nuyh|xnmG>@g@;g9~>O30678MN#wE<?h{;8<QAmAc=GGTa4|~Ag*Xm;
z3ZhC>U&A?KpzH3q4LvH6;nfWh%YysKTgXs5E^VE_N>t~kueYrYM4{t+>k1i18+7;+
zH1v7i58JT2uVXmzr;Eeq^Bzq__-o#YnkHmNfV~VIB}D(JC^Xd{l$mqY?U_8m3$Y)3
zuoa}*B>jnH*RTI0G1c|<_b5zld)R1~VrNmjfmJWGRwJX-{=~Kn9Myi^NEH9Xnnn?F
z+<rbn!7@vNtQ+1LdJGlDoX-v_47&|lQP;I~ETT_|HqER%8J`_*`g@!lljV0%_7~)w
zP$p6Zvi+5IHWagkP}Ic_142H#RZV}dIiKY-|1;b&vHsU-gY9Rvue3lz@85|Uv*hZ}
zj^!J2Mm4V$%(T~aD}yBCWRO8OiYg)Eh~+q3v^O0%tw+FKP>eOA2h_DcW~BFm$ICLJ
zq3#@JRN+DqX?h8<ZQKbCx^B!j)Rop})))!{PVK%CyR&5X3)S@<WF;YTt@IZe^2V~r
zDAtOVTjY1}H@;AAhA;Q8w9;}J=R?GP(J*S(k{?6R$i!ra`7LJ0bg5bb?;-|^;rdDm
z=~IGkV^Y=M%Q4amcfh(HoKk&~fsj<9Ct@vgi_6hPr8POF@+}|bThusbE}m2CYE@I^
z)ovZhO;jUdi;IgHix}*aZptb=V0a;b7LQH4^F#k`H$A}eL&up!r0B81h@RNYw#ZG|
zpkyCnTlZAyXZq9dhyvBiJFrl+91WgY^V%$T|B``(P$wrP<n^{}E2<8p2Z4yFH{JIy
zZ^0hg(9yvl>0g*DPB7j`#KwPR*giWy#`?xglFFQR*le&&FlF3=*}p(KBg9BxhjWo&
zAjd_eyU53eI`I%m%FW|6tb})>PDIDv5`YGt7(t7WaxL(P6FQnn9EoYdWnm908%J5T
zG4ay~XokK#l!{klmHf)nhcY=v3Z|S6GNN~Y%+Lm1M3*2HnSF?93UZp@?s+bhf$bg#
zEk_->EQ7~cpA?O7Wk0?0-psU}6|Cq4$~jcEBxBwT=e5GbQ&1mMbsoI_XsSIf?Bw{V
zj0>tp2t_9<^y&yF=l@uj^E9etQhPgM=on3eaeE<pt>`4f)cUz!r<fgcKeW1;syB;>
zR9=X0T<A(!k$BB4-OETnWNx=!QoT3&3$oe^5fG#g<c*&uG*s;~x5A_?%SsyJe1__O
z{-s|!kqxniiCtMfcd{Q=8J_aAy27KTZQtgm#^q_k&|<^P;k$Dq`zizlwk6ODSwJu8
zaDKHadEY1nQsScXS5Wl7>V*D9qpW_T`%8%f$}67H?SZu){u|T(y;8|arDF;g%oIN6
zi5kX%j%iGCnqznO?Qi{>-?VkxrhU%PAZk~)vc=iQ@;JgsSaq^)<UGsS$6j}T+#B7_
z8;^@Wc-4z~V`~w4_7jXsXGH4m@7?pgNMPChT6)r(D60LPrS|LA8F#-3@64_g)U@Rw
z(-ozt^Us{Zu@+2cqP_vhUvW0_&vp5?zXBWSeU;WQTYNb~c0W9`cXW!=1dTYdc2>V0
zPQvQr=Iu~>pLPerv{!3|>=nt}jRRYk@9B-xC1w$^SH!UG%V+hQnVvw1C&`4mT)8S9
z5v`U(Ix=Krb9D_>wz{F)qC+|#!>iFZ0MfPzzih)JZ0ht*(jd2%+ELbgOn6Y$^~~a$
zZ`EB|YM7>~I2TJWiExF+M}(~e;*}*0yJ#S4BlwYF$WoDq<{9{93NL?FW@FHjOLRAM
zgDO*YbhlvXZu!B7_SV$*M1?Q$I?;C5{*<(={n>_{{zP@`z1;HW`I??=ljr6-tc6Va
z&=TlHMGaWd(}*<7hJBo@6%A$VO4%&AMu(z&sW!(odHt0gjlk7CKi<DqtJ3oPKw8b(
z|M^n#)FgRz@|!Hp|9A&wS^po2fK&7%TdCO52(SUL4VW>mXa;t;zt^%9y;h2s22i)j
zJe{ap&Ptbx77?+yp^tqAqgMBBl6ja6s5kvwP0d|Ro$ja3(_#(9wqPrLs5ckELjrRK
z{u0f_H{AO0%uR3Ra6z$JLZbiEKx-0s2~vWQix^#%q8UQ`%a;aPXk`2r?B_fMdvaU0
zhhO9pJ{WGxB9ew1OhcI{_Dz?5-N7Vfk_k_f>y^TB5g}-Y4%u#+&20+99e8zY5F+us
z1=9E3Un6z+G=l%=uO>r=KOL2B5vD~Z#0>rHACj*L0?y~K;1l#!-@j5}JwL)Itioj+
zp_M@qGl(FxrU)op{8z<j4Y$olF+LGgcW=t>#PH&;s?eme-FlYHS9Z#XWbxzXlPx%<
zX#^`tL+chMmIKrd+66StF$Bzos9|o&oYTEvc;&i+S{hu{fcc|`yYp9M@MU#oh&pqS
z@~-SAVI5@DD=T-*5ZxuO2(qz5C|H%L*wM>B{xp^LHubHWEqYyera-Xhw@H3h->XFo
z5m<y>NI~6Fy-+yFl7|$7t1coeq%8#_h2P6HPI|UY7i3MAF@z{4om%J5o~V8JXD7Y3
zxe*k#!Vb<}|3>N9%dhxzW1pGcso8(4(^xi(v@mqKMd|6RF=2|dI_P92<h`&{_-g9c
zv$Y+KSN_d=gFFK4{uirhQCrGZY|4Spt(P(fYs|BBuVwr#uf1hil3r(~@U*LDP5W2t
ztvge<?!&fVrkyBFJ(qm@)X&wzJuN|M)G+Ue``avVdwL~AE6Sn|Nu9AxquIX8=7<Ol
zq<^uxR<$!12SWj%<W<|088z%oAn7X!!o8DI6GW2jM(La0(@IX!!+Kv*BPEbDLnsrz
zTw}5BGYUv}Zj?PK#~P-MrD}0_!8?UD$ud{q^kk$%ssb6+x1==4oDg~YhoCB=vTuMA
za{Uf078h~VU!O#PFrzdVLHjGPhQA2Y|AiUMR-o$e6kZmaLClx;o`4+}bKcWbTEH2l
z;55%s@c?Ox!wJ73!rTL`cOd;Oat)K$8YVB_$OriVZ0m!6!)r#_Tq^j@a*a)71<Z2h
z!jqEOzI|cSmE}*1SruUaE5OdT3VZY8*nxu8v^qg;D;(JTxm3SffA%m#KENyL!Y9Wk
z_c~_#8gBAkjk@%1ng&nC4Zh|6J4VA?v-&sAS@4Cz6?mlB&@*)L*BDiEI@Slt?JyG|
zCk$sQdXipsE0)=vJ>K^3-nRLc&d&D3*RXihwf6(Gb+Bzo?LL{ICm{W<|F=?kqV);)
zmfH>4NsS!O3O!s8eqATiv$yh}B;jS!PAe$LI8!IKWtYWK3JPKb1hM=EMYR=%V+9iD
z7%O@3O@6}0m(P>CpEeb=Hg9~Mj5Hp2(ePizME`4FE(gK-V7Wr(qu2<~mCq}Bvov&!
zh@&s|M&um_USv#btEG10LrE`7LiSK%-kP)Dld2DNR9LP{Ng=z+)|lTHFg9r{B2<pO
z7n`2zHEs9&9ysg2wI#9d;_GlUHb35c&Ms@(x<qkeaHhg_|2lue+McUZS+4;DYsCJ0
zmQ-926Js!pScxJ*qVuL9K6rygL}V+fdp=|uA!4X5iq?SMghNFTVsT`KBUCFzxQ8Zu
z337)=&OdfXHuChm)qI<F@Tqg5WuYkslHs$mcV074>27mH%nb6XsF5Ii_*OxBG0r2@
z-K8Z=rz+Px_Nye6z1^Bhml9g}Jg2y4N4QoT5npqr`h1*wTMg`{XV^3SJ5MrIRn)F&
zuSN;Cp}L6-{wU2HE0dec42&RKDTI%L{V&n#UcxJBcD$eP?#;0f5V&M&cTx+a2(Y29
zaIT*aR>NLlr0D;I-lvb_3qr84p5x|jhvvP2L&2eCi5y$Uc&ii@ybT2+`AHke+;Nq9
zW%y349;iQ$rZ+UqEw1mLFmQH^UPQ>aoC5`sjI|KO1fY~5scolfA#I>L9n|qaLwlW9
z-kW@~NpGcu!1_W&QhiQP<YcLIN<pFMR(jPJttTkxR1S7<JzKCUIz~j`;BugI)qWea
zPb#K^DLppU=Ojj#D3$WH8Gb^nQmlx%UBF}-(HYr!ckt612VDoGB+(zgaO{;n^-z@5
z=E|z6a?(Bp35T}A`oRAI(}9X*Vr+xOQCQzt%TbU+qL(Phg^;?hk2)fCTHm)l!}c^<
z%f_&OsPACg#<ap%X!_qDKIEY3gMdwVguzq1<d;N7M%DL0ML|qpm3VjD|Fu^<7~%Ya
zTHjs|Hd<(tGOzs3S#(8sr~MU$RpTTczR*Psj-4h%ez(49TJ-&gA&44*3nTcYljMyq
zIKAV4Tz-F2wI4RO9^J}$ufg2d@5awVi@(Pkr|=u6FtGEjc%D#n9Y-kL1^QfG`=e=2
zB7*|z<<(JHx1#&^=6H)L_eIF`sXPyuForhW7C)S1&lbtamQ;Zs3py2NKCLc?dAMw_
zD*fOY8{@G!{W*HN+~&DPQSqedo%;h+7?|RjDA;@2553H8t3Q_CfvwyK7`L@twLL2+
zq)EcQ(bKwIIT!(g1N-tdRgrhY<iF-xVwipyDSUiQKF_*<Slo7gI`Lo@WWetE8qA;E
zAc<j>5`0E-&z0ag$y&FdSf(qg_ZHfQc*Wz73i!SfZFx)d%ak~1$XB1a)#)iAv925$
z7wS&+vftePv|9TndQS9inB9XqZp#NTd^2Cnt(z$!;X)jvstqh3GWNxcR(x8xS5jB+
z-|#aRbQV;<8KCmEMAk}n4`tY=>To;oN90Zb-!JdksH?TKUe1?Q3t4=d-)ZpHkoUSH
zJR0K=?(nuH`Tly&DZs7Vd4ANL9Nc_%dto?`^{%<j_ssZ!gAtUB*7%)|uwmA!&UP7x
zRFXn`!&dM#<WMh^`{3a6<Hdju*qsaTM@#A$Noc5pn&GL7<s2t@OrVq#_MmG^RQKFJ
ze7c(^eB#_Z;yal1nL3F#8;<xtyWl2dl^=y-Tn~zOHw;a)41FdIyYQD6vv!PhWNU9v
z?3W*nOz-2ee7C2(1SuVO;})O2rp+nZ{O^QE9D!Te!^v$Z%2cWoZRvY8&69kHyI;SB
zFm_XKmt~~6@9em3_@88jsv<Y2+vf9Dnv{-jQ@U2bnZB7t`E(i)xVNqN{8eM%acfm-
z6QO_Ick#nnKh!v}Ti~>S6>r7_53lbJFp5-X&czf6JN-eM8r6;cTex2yWu)d_O`aws
zQQj9!#2;qlrIk{8`X-)&3DPuaSLT`7LsK(#$H%@}kA0s!=I^9n&Ej5Ofo4Opp00(-
z;bIFM!&VZX-AVkc8gfbYQsiY#BqB5drwL)oH9^~_k5FNz3TGr0pL<d1plVvCA+aC<
z?mnD@ikCt5$o!9_tBz{={l74V8@Yi<D6mnI5+aJ!D3MY^q*FjZB*YIPHAW37DWy{d
z1SAwhx>E#HP`V_Q7+qugKK_2^_y^~B4jbdm^W4|H_jT|44->jSeOeK$@?Hn63PPaU
zj1U$v()H(40$Ht-y4`%f##q%8N3bx{rtMbvcU%@1(|lA-3yq?Hw3)Ft$uI=fFq0+q
z5tA^jP^_upY-2U$BeS1law8+xr|4@WJl4Q2I>s3ZhuT%jS)R{!{}7_@(myUk&C08)
z5)wgxOTgdQ3Xu@5j%1h&xsnkcp5@av09cntBuWBR%n^Q6Dfb+XK#3#7od((S7ou&U
zOtkS4YW7Wvzm?G^W>i7v!_Lm@oCumZ!+BLR+Al*ca<X4yXXjc)ZET^|_}1;7Ra6Gq
z9`UeWWTXg&)1MMMthXxhM|hsvfZmOZUUkY!%6w%8wXOqq2p#IFm-^VC7+HC<P%Ii6
zS_yjvy`?V{8PNaR>^%JO`r7za$<IOK!}h<=>%BMgb>98?TOJjZe2gE;k@wn;NUh)s
z+E}i-vB@dFeH<g$?6=*SdRs3L1f`qcZOA*ruDK|`rOh8b9$Pnk4y*WlYq{zh=EocE
zoo>c&)k#<XJ!p;3%zyu@DYLxcr<JRfcTMn)_Gs^g(_zOSbGlE+UBsD~o0TE(p%C!i
zAa7XjM-(fifrzWBkXfm8EMdsu$SFiwL6(H8%_Y=%zYPg!iCc9Vdb?1z<Ja(ssYqGD
zH4<_qWR__97GL;7jm@FUOu0sTq=<ND8_^f@d*XbtDZ@Ym(+W}j6jPiI^F9^)jWWtk
zhVy!=)2OE;e&WPz?IzDD+<S3<LqpfXeqFL6q9y=7hNgmthbnfuA?bJ=?bP86GlQJR
z_~IJw)-T0BxVM(hM$dj*KAG4+efzDt5yVu~kJ?JGXM3HjjGhXWxkE2`%gS@&mhN1{
z9EzKtn2?4I5r&dlg_*Hy4-n79n?z~I3Cr?VwgE>FsLcz75IY3lrC{?32o(D?AQxwJ
zcy?hmWPq@lNGg#ibDQhckl?hJ*gQf^%0v;pjNV%5;c98_$o-9<_Z9O?{Vh$7)5>=Y
zth(-6bunh!Hw;$YF==*`TCo}EA%oj$H45uIx+F<X7_SuKCg**r6d{3&jAhM`E($BT
zycS!>8BDp0A14Bo`$m$i%+Pfa@{N5r4-F5n#X~z3n4(zJF27kurO3$}Ah(flspLOL
zRq${H!M^Ac!{#}0((D2%DL0*eOXQb;JKv*Q`)|KV7-K3}TC!Jz*QPc<3j9VH?yVVg
zhMp`zR^j`9oG-B!xj^;9O__KK(94CrBI<Vr9yAidKC3wsQAu0M>ndl;3KX*@BQq{W
z({U#5UwT~Cr*}={#-{vJ4hG#89|~jSU#;GK_lMN-XK*E~UgpZw_0En@d1<Qx^{lgM
z-Bvv*Mk(2>f2H>#3(6i_7#KJOP3sGN_P($q!5wti#pg5|{CA=#cS<o}xw|OW(toRI
z$U10$T5YJMI$%gTvsUTq%^EvT=k{M8tErgS2bJ%{)P8u^(Aefy`qb=^{MXTq!swqL
zb{<BzR$ga44>8b#t1~Aug%hHbxf<mvibcRABnIKJLr6y1-r_;lT`=QM)aA*<6d&V>
zC6ALrc#T+*dFWOQOB)kJKm0lw(DhISAwv(F$8ksa^{nXi$6f)N1yG{eeQWm`UTU0X
zi1-MdJX|-1$$+x$JLNl8{=1(+m5t70oJ;fs#4FjB469-tmmhc@n6L_Jds@?RP}YL-
zgj-_aX*47i229$e7#=#CAn@PEFdeIWvryEIwyUPVhv<0-<t5~GY~FjBS7~ToR4*iS
zqSD`4NGyyeY(OyNpAbQFgg<F7IB9P`X@^7!MHNI*L*LqJ!o#CF^zYCFBj+#n{z8(N
z`w#9w0l})Gfxfu=B?>DfDZ>U*wIvZyRV1UG%N0t9or^?`Pb--cG#wH|Apf*89we(K
z0U`b|9lWL53qG(#G8is;Sdk9Uwz06GdE2k!WJ+#EGzU5&P&sT4)<>kAWGjHv-)%!n
z!#;!{Uop0macMB-M4JDDW39{&v__2v*zSdL$_}+VMKn<*oReRME_rj{60YmyAQt#q
zF$w%69%ULPevg}G%J5wnQ!rDR7~=j-)zJ%&N#M09i(5@_(tMX3)#Wilgs?8Rn$K4}
zC!?amGzYjY-^2G!xnE7}JywY#qRhVvyf0k1E*--Z#b`lu1XD$83LwptQ&PQe>Q2w0
zM8syaOJB^vo?{6n6KCp5A<yy#7=<i1;3ku5qo4F&3Ya>E_Nj$jm5BQH0k;}3mkBZ4
ze-%+mfiXS#`#6kYN#~O2E1CO{0CsoEWBrefH9pnvgB!!<@bAh$$>a=r2mgw+JuFOc
zx;J*J|H9+mSgr6PH8pOL&MTNu|I;t4v_a0eZn7xry{Np!<;l!$i@&!ox<>vHNeKLA
z;!bN3qoM@u-%(p`=XTu=>9}TOk8&$B|7Kj<Kl(vxZbpec_^|^aaUQp!MwNNa-xweC
zdb&L4m4?&X*Ue=t$AB|@1BMWWW44%kSNB}fL4@V`*L!t42>-;uM3JOSaC0u9svR5H
zC89K6K2srv8HN4exVIvzK>Pjxt51nA@a`)%e?#kKYRhmf5}SuP`G~OZ%yWEI70n)}
zGiu?I*Oj2gNm9vqQTt%_&b29X{kQ;YqS}WYDI2;w*IK8<ZzqXfAYUn$l~{cCj2A2E
zo<jVZ6nEhzQ`vILpjS|`o8&ik84}FJENZ;LhPnPoZ~;|tc=OQ>=4`EPOjHK(`Qg^N
zW_be}%8j+SS+~zOF8^&cXu0y-TH|cl(_@5`kd)k!b&NlrR1%`d1ld4uZ6@BdRJq`W
zmh;RQcv<M+-_l-&0y>OlJkm@!in<-t*Hd<e0)sS>stv&mNff?^Tx<Iw*53kn`w<&`
zlCn3&!^Y2|G3M+g(qk9fCF=Da2Haf^(0d6T0tpGf=&jaFp9ogY|5B4DdvDClD*7Dh
z!E9O%PhhiH!dh+7AZbXNjbwlFom}s?gtckh$(1%C|NdTsZSnd&TQNh-eM};p)lAM>
zHw0~+WP7w?rdWv`70nH&rCaXU{jYHnq`>__loJcdZaEioll%geb^KLckh~d(Xptig
zW_MIrVVAqo1rgan>udKW4+B333+^IB52zEd-x}V6{D#4s2HzAOm!huSKTMG&Mtmw)
z_&9(`Njg@ucCmMVV&!93Gl#nB^_XM46Z6I?gP#OOD{w&&=-fRABRIp`p0F=Mc;3)7
z>USWX{G+1sh;*80q`J~T1Xf7=y{K?lD+Vr;!oP>r>;}s)ZB+o9d}a?GCLq8ET0$@l
zQ8qdXQ3hOf;eA4Ao*2ChWWM+gI}T_BrpoZ6HUkC{s56Iq;cS8Z6jS`~r8Cm8&cKJG
zfsO(gqTuBfv=O}1H1qreHu&8(Wn?7(p|-4Qf-qDF&hvl=j`s`@qN9RCX;j!rH94(v
z61<Y3u39{;i0GfmY)}^}brPa&UrDHPP{QT?(2E4P2D<T{(iUy5@As8#+qhFGHKjyU
ztEr@9H@wqN&#y6c^cNNK!Gk;xW^_2xGpdcGm2(#@O!a3A^>+)k@%PfkU#_(ctC=5E
zfSZ0M)X4b>5v<vYXtsOd`?(?DGu?1iz!-Jis|L#ul!lqT_^;2CGL$=QchcFC@2)sF
z30Ak$Xt5$gP_m3+Hs5uB(V~$9n8&MY;|h|<E=-o+gDu!;j-vNm#9BvBMI(Wh2kD8E
z-I>^6vu@aJclAZI1Roy%+T;dL1J1-96GU8|vG?Vc_i~!dpS+aQ)bwa}<GG**!&d#x
z%HRIZU+&L#mzH~*Oc-0aWHlN}`;SWnj(>0{beMafvK28!h**~tLnnmdcrTAi{b<90
zMfQF%?b<AC{x()Qbm+el1QAS@6v4f4kibDDiM5rFN;7xc(cWyIIZMad#tZz!stwq&
z#hZzT@4>N+UOegS#VL6j74P5lOfnkl4q~!&x=`cr-BvRb-fdcGaNy|I>h)jY7lrNC
z_rKF=7Cw1paL4lJS(ea7eLo|=^BZc<2TS*v#a;(~yhbPL`h-sro`h$DJ6=TL@*Kyg
zRZ03)CzgH`8-f}>r@_mvcN@G&G7RaI7M^Pu|63DJA-P6X@)%=_P1_8rtlzq83Z6FE
zSc`d-xR5czAPz>40g9>GrgeYIum}Vb5~|sX8J5YYd2y@xA`>0l?!K=E0r7zv^x3Mb
zB#^@*v7T6pT|7%DYKEGepgPZ{O#;|&jEMV(s=#gf0F<F&t_kj70gKlJDw_yuqvhem
zu%NKPW^0KR8}>5Mq-7hx+F0e#0m}nX&F9O)df~07bErL+u9K0Q+X!J{ZBC85+R+K^
z7<FWnCbPOF5@Nt4B1J}bsSR-9G{2oEqUj1Znb@MncmpgsRcmD_sT0|=kT3mbNJGR9
zOKI5$61PV<Wyr{g!hb+Jbc;_QUAuPr=(^FH_fu<24fnraDI5Fr6K3iM`Q0Zw$H3B*
z9}ogpUoVuMR&xl1AKCGMex2l_=g0V)vY1XDxnN$B%720i!56-0s{3d3$C>S+{zLq^
z^jYoFWFqrGe!$>F&by|jx`fk#-6;qqqLrKVFQL+H;z5XYta4Q5{C_P5sk}${&{$m^
z6%|+S{k)-uCxMS=!QLUte{=C~h4l#`%py0t{@~kf>8<9|anU&xV@u=8J1UFXtqk*q
zXJ9R51hc+__~aAuck*oX%1m@27{Q94nm<C~zL_sOYd|%Gc_qsjl+n>iJjiGnbvH^g
zN+dbK0`ORQ=r_UvO7I<Aq0I4B>O>eaG!`xLQJ@c8Ku0Q`OpVI?)KnTsWCvhcDKsEo
zZ0$ZJA$21n%MvgJc^Nyhb7bXXwr{LR12O0&bs<(H6JJ!LB^s#;RRs>tUv#S473g&p
z14<sGx(d7<XUPZ00rG~J5ojl10MgE#tdS~h|1i+iK1o-#1<o|A5cI9SrRaO!ZN&a9
zM`WW?_%3ja^MkPB34Q)|IlPi$-qgzzf%h1Qr~)LMfS`W6$Pju*ix{>DQ6W$v>6TF!
zTfyHV&m0WNB#9Mz2P5n28`<ca+T;N~F+)2#Q-&2OvXdV>DMG?^$gtz0j&$@#sHeCo
z6s{#6t8oCG6Zh_IFZ~2=iraw(45wikSY=KL*fwv>FO3JJHn&$tFt$^SEiJU&4MdnF
zP|<>y!qbi%3MAIy)Z)AKyR6}_slsj0dz2&4EMD6kic%Pao7XF9kuFp;;R8<3jt0bK
zT;b&Dz67^Niv!+2N;d=#))wQv#He(6>F<Bwr-ewnC>5#%%H2EPdI>tOObnwCbiVk}
z@dW)G8*)rFhY#ss#9;|9`KZH^Bs7-@*gPWqlRnrgu%`7}qdL~V+lJ!SjTmw2zPydF
z3PFt!sRUpA*S@P_i(n?Ai74HTS68EUCHQyo*L9?bC^__{G*~DqOBIR%RDf?p-#xnn
zWAniK#@Lru#?SI-Ls!B&ABVe&1UwS)f5h2Tv(!}cDd(b&UffMfH`@E@6bhOpS0hS$
zkMmz-fpr(>681;sygT_dK5yQ;S6ew)Un}>NBF+gM+1VFg8tYiLCckQ?2tQ|l3|IcI
zVz=X;&bAqU-)h6t%XEBPVSEN|0`rp>D-}i+SMH5zx4$Y#s6#u5tkzHl3tcL&(Yt0+
zvH5svc)I!KSj|((>VU^<%`aa!2u7kVS$uMIna!xgzM153f0RdzNn&;d?3+IU;U8}E
z=5K5$wpaJdUA?bY4M|;=U>kKT;aJUFn>NN0T#=eg(H8%mX3nExuSEkcxjGUdq-}U+
zU=X`P@siJ;QQaa+&zS0E^zVMjbH9<|8bfma1_<+o&roOBVg{4Z)FTf|5~Xw<rx-&m
zoHCAE_!dLfGQrCjba01>DQ#%|ZQnkIJuxUKoQO$!^N{O|)y*mY#Q+`fktmy##|-??
z7&IO5W=r+U;p<xryWbpWKB2OA<5|hY>w-AWq{f%Fv5KzPZipnt;P6jxdb&=<d9sd(
z{N*i;k?XHpgn`y6HNkRg^B}_`E>wArw*S{%cXeO(`+7PD(|RLSua}2#*o3U7M!A=o
zbiVuYe2=@8nsb=)b#?CcjhJN$3|#pE2_B9$uB2pvUP;zA*N^QA{grfvV%|oi<D}D7
zR<H3lqM_u3@?{hOF8L^CFMPi%cJ4npFU3YDA!5O)L;Q*Z?$F4L5ZmNYAAD5ubZMGU
zNS4}J^|-M~?l^zDSt)Q~67Xf@`Mv-E;+6*X$O@R<EjDp-PsA5;@OHnAQ#onBKd!}k
zi4gO*wxuO_rQxsd<}?MF5YY*G>i%wF$osyv*mnd(iy#><O7_xTM$IT4`&I-UE$Mj7
zJ|m5~p1!aST$oG0eSods=sWzi5y(YC=ooJzu3!hIYu}Exl+VbRjn_}jRCZeaurOy5
zs`g&V%zoAm1~4_3d)8W1?Ghj8N<Qp}e%R@ke!7u9{*(SWR!Ap|4F1kWc<n{T22@{H
zDI17LBQ)%rr34B_QUaN0w6E9}0l=l7j&VN1@9llx+hb10&ar@4U6vy|V=|tfNJUzs
zJhZyFK}J@Epvka+qPJ6hkX_{myLfg|e&eL!jGK?T!xJQ=jhQ7JsyYy<94`8&9o|x0
zkPu^Ssu<!!L8bu6j%)E9i1DO`9%InQp>zMTKQAXB-b5}7@Q0#aUH{ZhwllkT=?I^{
z?9&GUTC^V=YKgX`{5GFs<Z=sdVJK({@8)5-4d=j7P*)XB)^?va{Yz863zc$&@`8j%
z2dGLbl?xRefodE0PYK7=|HK5}m%rqf_R9(Wf@bHfLy$^^Xdxzh1tdG-T#s7Ywxmm$
z;I)}a>2I_0G_(a3Y;n&?&01#8dVBkEYE41*icPN-75VI<`e3aH+^|;y!g@^U2(Q>Y
z@4n@k>NGa3xV{M?R&sjPYh;xh6g`byyy#nZ83e!>%UX%bIRcFgF35*;AmuHg##q{a
zG|3@>$0=FweFVAVQ>u@W|H5;{EzJIU(Ga)NA+aib#il;+XsHx$(|kbu@{6%4@N8K0
z24j=g?wlwHL^@vnC@~v&^7c}|i|GmP#e)vKyIbJF&p$!6mvb7ch*f{XCMzOqEf3rp
z*R6f)f<~7LFQmHmh?|JDJhqa%cipq9a!b|PPfjq9NAy}YM}30UT^aaaCb+sG34j=6
z0OiiSp}(z0e+!zVVilWXZy|{=(17*p_(v+bGjYn8y@l6=bOWS;=*FnSkdknz04*t%
zuTq1fsb{DHIaB_3(SElUP;)I(9#Y33z5g^#`<cLs(|ATF#<TCG$j*XT*UiNv8=RkK
z)CYd7aLSf}5#I^la!ut9(-iXVWy3qUO=zgr1!+g+(8qfG?sn#Og6uT<oCXgrRtN4e
z&dzd<(y$dN&ZM}W9e#uH?+JXMPRB;wY>m1!fY@jCet$Yltb#!TShP@F@nOmeen&V`
zwAH|Bb{|MYfkQ(jc_Gt9QAe<K!-5}4)xU&iQ?FqvVYgPkueDr2BXe<B&Hb!!emXb<
znPB(m7hdBKCOn7A0_$PT$={E!^C3On{@0xTJ%1TxEmi$)4*xS192QILOEv?~v3`a&
zS28hxQRg!tA?kPT$hBd{e*JNCrT=vQ+~5A=9YoB>Og1MO@%}P45~5{z*#?ltC)I{Q
zBHM_Q5lB-a5w*8YZe2!vBO#s~!$OcOI36+d0tC@N0HtB`&+f$JNwGmymqmeA5Em;X
z#l#~-E&No)%7;x|JrMffI!Wb);2}@{bjX{5crxjj&8s)+<l0~zSDjqdo9K2-aW+al
z^B7kDoJCkm(0S;$kFl3{=o2^x7{+Lxc*1FW(@K*Xv?QHX4p*1A$b=i682+cZQQpDG
zr@^!&mFesP;6IyAE(#X#WfzbLaIdxaJv)%P^{9Jhg*d+~Nv@Q=u-L)tocKg)vtPUC
zWk13qky^ceCLuS+uK$Z`iRa#DtJ26<ilpIgw!@9L@Yvef=7YYT)EO-H<bADP6S2Qx
z2o>zTMN*qYjW<2)_{5}cE5@}Op6cy)nvs=1aUJXUv8b`?%g?zFKYh|lCv>A)g*>87
zl}-Q9;3RwMl}9dQK*6~JtYzvvNIx2>1AU`py^<?J<-$m}0YPX1?J%TNu85)p=cVN=
zJ&;GBfA&E>+>}Cvz5SSHf!xZ?1i?jF>+qoben-eWqlF~$C7k2sOc9HPf!&@<u<-%P
z#V~qR7FKPK3oQD9=fDFaiACE{wqaOCpGH!T%O=dNBpBs!IV8gpbq!2RAxD%eHWA9L
z)hhESp<MukY$+fV8ofXDA5+1BTJrX~I3&>~RH>B}8J!tkq7q1bjB$R8L;az^C?EkE
z98nj(^iVe)D=7+EZst(5U*F$?VyaWeCUnfyRglMd^Qiu^PE6WkcfhSZ6rF?RF#=*L
zBoLjBt{tCptMWs#=P&$w-OH#q0M`Lt8L-k+z%{3=(pxY__gKFbA(>&zlLcXc{$_B1
z=6}8h*9N3sf)?db+u+tK>6N*JIk1~)#C(v4WOCk(4!;(H&AY(WiHW-K+uf|cvC`rj
zT<&ojttVr`*A;M#fzmuFD1>sIQgyP2n`zodCpB)wt+xMz@I2cz6BKgHc99MaE*@Y!
z3%AjSMs`7KlHoY#+LWY(!2DLkC*}l%E%)3p#k(YlIU*RBYOd(JA&gRCT8u(Q_b8c;
z^({tqO4dtDS1T&mi+$-wCRJqjewm#<x>D(nRBdQ^)ra>#O^V!c3_+QfysG^fTRj?I
z)3KXxS8)Cl;*RL_mD2jjpMLVcVDR9vslSsGsIlwFKtD9pZ37Yd&sifC&JruGif$Z~
z$%!Ae+9;ixLuFi^{M(b^8u^z?r{w(^<9T{i`zzJr9&=gvQGPe=k=^@Jmyfe`uYWbT
zy7+C4eRnc>fwIKZVE2zU`x4#MsOC_w8stM6yf=JY?-(Qsh&HsQWxT%eQ0zJ&)vQu8
z+%@&|`g$cFzU7d9j-@y+RYar{ri&dw8Gh%$g)l+)Y~rv{bQqzfqt65?%(J+i2MY_o
z#bormQ0S|wg|sy#%v?WSmDHQ+iZi&LyE4J##~EsbM*g`yT|-psgoL`bfe_-rDb-6)
z!%!>}{8dc&&bOVGOqSFfCc{5{oO+CytyP|dRUxK_>=*}rdgk2pR97r~d%&5;mgV&I
zWn6jVkgvKNDCXd}E{bl0T$GxY`7k~{WA5CNM5fl?dQUWCo=BX_ELcYUw-CT|x{=T<
zT!QtIVdJ$M;z<&8LB*?bEi`AvVNHdI=w@NM3?*3-B}-=+(8MBenc;8DKpYVzsH*1|
zV}EGc8vS$$1;_Q;;sTMpWY}7r(TELTZ>43k=P{|9ifZ8T5qzpBNY_-Pn=ic-^ds&|
zMSYRd)+8}=+p1-fIFOqYxSh#1Lp=EUqWP4t_)Bmo*!P5JGiZJE_c*=fuFc7p2%Xs>
z%QMo>ev4((eyVFN+3RfZ@Wy7a@9)i~OTI02)TDXQ{uW!({Hc6Pqu?oqNFvr?<vWNS
zJuBq-GwGIRe-|rk&gQ<b%{B)SMoUlQt^J5~KjaUvA3&1(&y7I02S4a^iVpC%eY_7n
z+z@3Ro)yK9E(v>BK6<wyT1wA4PE8(8G?~b-n8-4L?BY+dRB2m!`>Dutz5O*#OQzBv
z#W>On_vkN>ZTXLQy3!=n$EYTR#nh~$d4}?aA`H=L+)PZ}foSAAmx!oV&2~&k1qB(+
zhb*M`!bv(UDL>r@BwMMdcqv=xahP_T!18BeSh#XpncKsF+brZ(mT-8BJ`q(vuq1MG
zm=zt~vz~y2>qO|mHIP*xqd9I7kZlZV%;e!=z{t;`0A>d2D%1e^;h$OI8Usae0)HE#
z6LU>t8{q}jD6I_9=R;=OyCpm=o4zHE6uI-Mf#3TxJX~2hQdLD$9B}$o^<Qcuub}53
zDoK{;5M}i@ARCA{XS0%A{c|Pk=TW0;<IJcv8kzIbdWiOwx(b>xj9H4vUw|h5R$*R8
zcL%7RZ&FOoL-X(7JrMbmxw?_Ly2iD&#zl7+8`(Y#XQ59dwk@Gi_0&M%?eOwF^fF=V
zTjS=b(~!5a&o1A-yYl&m%zXF?)$=*v<jx+vz?GfMl`RVTE;jxXnP(HViY8N80CW7D
z4T6ks!{JjI6y>Dqd^hTW3&%&{r2BWk%=GC%&k(0v5Mgz%jZK16;ri}WRXSCVc%pT^
z*WA%4RZoRt0C7TE!fFz`J~3l|!<VbB?riw$ouL`akL2#f<X@>6A8*goCBiZXxjVhw
zTbip>qNc3T2oqfQXfY{hJl2JvYB2ks^-<tmXE{+nrSow0Bh|}_H+6=F3M5m8$-u{D
z$VcoDSVqmUS4x7a`w^{_#^E}O9hI^jX)>V$0Nc|%8W~M)G2WN$$-_)l5gu=A0o591
z6?Aa(qcWY8_eR<hPO<pHyO7%wTHh!pXxGC;_XLmcN^un2M0^y>ic(o<a*X9M{HzzR
ztXU;tY1tjkkx%C!uXY`tctyQ7*|;E?ti&I9<4<)@K;P17=P&mIcVts}Z%C9<JwJ>z
zH=}L3^ul)z5j^j=NJZ)-A_-K4b3~diVAqc+3QlbO4|V1Zekec~P2W1dp9?2b^lC4F
zCkxOqgG9B9M=%MHDZzamyGj}xyK;<S=Ln8U11a-hU~#e}!y>S<cjwu_p^yW5xM%_V
z%s1c0`WcyU<YI?A$ZgF(ZB35wT4B!yY%fZsFkI43<<Ne`u6=H=E9j(vJIJn@+_8{l
zOhCl6VjONA;cXm@#QTd)Qw*AAJ9471!xF%CF98R<eP8&|F&pibJQvTSt|=z?=xrp~
zR=4f7Lt3{AdPH4)N?TE6t4hY#6e)D!xHFEta)kdZ=ov3P$_CjeuIbc@_X<v^pu?z~
z-{J}K9yhNGlS^%Q_We#J^o6kSjUUSL&h5gorMz`qooCH-Jv70(S{mq9RrRsRx@xR8
z8NXP?CdsM!pBUnZyDV_%)z<e?`RDaqYmy60SN5Cy>)ubPy{Zp~f4Q6A$}*6c>zvG8
z92?wMtG4p}5;n!LS3P15f9qXKNU)t{Be?vHpjt9-3KOZJj|?IktE-dN*X2GB*Ve`z
z9=h2y{i(Bh(ez|>?%gk&mc2F@+sw0-spmKJxUox3D>i;^vp?{@N(Up6KrJwK<Fst%
z9d4Q83ZYilQ*+9zAN>oydi}-xm&-eM>HD9+t=;sl^Rk69=(>eNRj>TBM@fR<KmB$R
zF#Xq6hM?KtFQez^C`T8cE;UhfQ?ILrh$!4crbJPW;9OwOb@L?Y`i4{-m(gNe&i(vU
z$;{zeLU8C;1Fd{?G0z8Sc=_CYin~a8N+_>Hg$Nrr<IOjg=Xm&`yqB5Op5W3<IM3C|
zCDev#fXP|&A!8?|5~z<+t%&2jq<;b&dIcE9dcR$0Z{_Jrfe1TLdQs$3XsguIIujzI
z01!HcEQX0$*jK%Y<h5uDRZgG|e|K4L36iKsPw&SLrb{c}$S|<6)Lv8z1Z8@7$W?5y
zs8H-YD!PxHU+oZo%*I5<KX`gxh%p_jJVN~(SWeJau|n5sFPtY18$9|eWdCyE?Ja}b
z?`qB;v(2GQ#gj*`yjeg^i5vk%-t@VyEgf9;Qo=?Us-z4pMVHu1rW^$6Jb?O2Wxgh)
z9wrQT>Bq4-oQ7-!Jnnso7G?>b?Ph^;$n-u~#`VG)zy_*CtepBTVqQDr$G!VB`B%^|
z5I1%Nqr?oS+)&ND@0R`;rD+@q%x|_(NOjn#h4?9O@KII5RFo>^!)q=rhK;U&%9y$)
zBMs*f0`oH9>cv%5OgV6s+Dz<M$@-B*x=7SOwy`11LAt76?y<g$ppKssyaNWc_FM*(
znee0%2ns8!!aw?=R>Np~>oe<vo&55W+Vc8}^1_y8|GfN1TK1#g3;W;RiGLdxFA%q+
zb8$UvpJ`qo84;hq96kT4B=P6Poxs&%)YfB)<H~l1N&KtPoKH1M3`7FK*6%bahf7Bb
zfr$LX1fgVuORNHKQs7|COuWqWM(OmGduX9KzHde{MkY$8E}Nnf_vi4z0o(dDj*V3h
z?l^U@Vpm?DkrX?E^z<0HETx|~{P^?Q;-_M5@Y2k?s*R4YQnh9tr_7e}`mP5hB0`c*
z4==n4!D@aTdF!wmyXL=u`fhkNZzLs_<vCW<Mz>pCg9j?LcJDjA*tNY#qwF01bW9#8
zEy<mQ6)F5qSQY&0AEZ&P@i?X|22X*gc}!kGD)aB_tuK3y7^zC+PRo{eKmJtid#FP1
zmxKs<-6Po#H&aa0k}ESrR9)L(C-E?c^K4~0kkD#uhf?DHlKTtlCio{2rdREZGvmVp
zyfH+o6Pm%N;erMx-!G6<n&bOrUvUliAy1WiX8HnBiE9&nvN8q)wOT1>o7L?Hw<gGA
zii_l5yf&N@&9uTyWJ_oHmddc<K>0<otfchL3oR&4bL?p_J&9-8<Qi*d^ja$&QCzcS
zDCU04P(PyPQzEOZ3{04V<2e(Yyk-;^Y?))%4DSs5XOXfc@q~nc-P`t$3!L01U+5Fb
zY7dncP*+(<ZNB}Sa=%yQXRC>i4oik$pNJ24wr4#Q2`f!K&CljLZ+HX}zQS^e+dqEH
zX2}I??HzjzSs!gqb!`m}1qN*Q`=(Z4Ul71EmxetePG;uLHta7o$+r+$``ExtMaEY&
z*O88ME2c;tU6)$qefMqjY)C7~(x4mg80)t+;4wqo`&AK0So&7$jydcfEsEFOk|T^C
z1m!*+KbtWpAP`(;pZ=`neCtu9nv@H@bg`kZWb!uG*Dqz>XN4vDRnzxupDblYVSB-n
zElaQpLCyNvHFAP+Qil0s7D8Aam*I|~;SOlY;-(K*T;0FvZxtW><daIO8VfWEJeYG3
zgS1zd&6FJ+0G6L1^Kg^VNYKxQ==uoq-5pt55vuPmTV&QXb}V>)uw(_L4hyy~ea*ma
z1iPL3e1svL3oPg0&@PPt9Rb_}4+s4jaUjC|m5CMvLU|i5MimC{BZHw4N>pA3XKXdF
zKZv0-CVC+S=~vL|P>q<%e;WY~c0y0sJ#qRj1=BQlw7u?V0K0D&1!R5)O=o{U)z`Z=
z_X--4W~iot9!A!&r<Ds*o07b(S$U93&hLNGz2EjX4p1yrcq9A**2g5O5X~0u@x5n<
zDm+1*MO{et+xZ;+{oX&>>uXkR8T5y$=jU^_^@mI)6<F!x&S~<coj~}wXLrQ6DkmGJ
zu7IqGrMs;ND=6l_ddH(SnQvMd4)0gPcd61bWvgJ(uaks;V$gq7;cjT8mrysY3|SIN
zvU@O;;XULwbFy%7+j_F*bVKkE`<Yyq47jh|bvmcqp!q3jiL8K=h}}1QY&lADyL&OI
zIZ8gqYxX7wEq;z$F~3k4FZ-VSOPPo%(+2WMzhFh2l8<BGfliZ!__^!Wfb{xS=U?c(
zq}$Q?_Rlw+B{jCMI^ryc*+YojFErUhv^ik)h$+V!O-6neV*Bx0`}@;?blIYi+}U3&
zk6wndU~V;g(naMS!;X`lx5gB&weLt64I-keFx!Zflq!lR>#8H8CUdZB1^y<MWPI`H
z%HCB~VPvkPo=Yz*Jyf%vNtiK2<lEB;#U;^%>U<@GCleDM##z)4p2IgpGOTWWGVzD=
zM)L3tXsWS~IjLv8r@9TN_5$k16#$M*1)jXetl2&CvFFxVF!~)XSp4Nj;0KAcmA87$
z3Vt*v`fFlZw+=dQpV_h{Bt-J}oZf5P@7P6n;?i(z(C3zD{(3z$@=3YU5A;rYk$A@E
z+u3?l$7q)M|HojPnD@ZExQjr&^$FrX0(P7H-RTrKnegh{yM3%Pc69jizk3Bvnjho*
zr)I9pjDW9ctoDD)rD2Q|3rk~{P}k|mu%;lcT|}uP84o-mF;C@NF=B?G4orrC1-_6y
zm%=D=7~ry?WOOEGVDw++v~Xl6F>F0Kj|bH`08YW@bkH7aAy4WwK&7gNE2|4r>xb*d
z%7+)X_pG3LQNhO01+a4(U#h_}me*)0M7ABd!mCvqJMv;Ek1OC;6w3eml<ZPN&38os
z?@V{`TRHB@?o+}~S2Z~1V2kd`7ioFpLH%z?>@gElC-5BDX@-qHRe#<~nWHxlX8zF=
zE)+=SKk?|n2sH^5@=QbSAKvhm_p-mIArnlvIRJi?ZA8?|Z}UFlRh%xuYc9$_MHyaU
zzZY{=x>UEYys$gp*7ir|*uBY5T(d3Y*S~ut8c#QmYiE>ByPxa5XxSmn^LeaeJol;u
zbAp{G%inohM0T4Tig6t7iTx$)->6fo;cD(@)q9paX*}!l&P9;a_RaDf9dI59QBn%C
zE2EKEAm$B#ds%~oI5zmFU^<&;o6t)UDb{iPwA)58Y}Qc8h&g&XG*asrCNQA-1ecda
zKPvL*h|;Z1LDS%3Nmo>0-drrP-CXkAvt!V>*QCmC=8TM5kM<Ks@`_R2WttO6A;xIZ
zp7Rh9p$?1X;)O#Y61Jqgt51c*N+M`!UD4}F+Mxgg0ek-d&<K6>$08RQ9x|uthG3|Y
zML<Eum$qTmL>g9<BvyGrOYC^q^fA8m-zQxvQT_9RX|*uBCdQ7GpBIaSUr(8P*Jz*e
zlxF~?>!rpBMr~Y&1npnCM6AJ>zR{Se<%kjeKTApetM7(MQBC@VPj)4EiD5MJY>!C!
zH(ScywvO}@)o#CQ`l!ns0@?tTK|OG02rBC>t4X>{s4_*kEgA1jYIFE=JyVf2=Eeic
z!~`rDa=rVh1Z@BaQe)(u2^EH`D22RB0NaeQm+Q?IWmODAMZ!&}knn5l1_`}TyWh5m
z`#{&v<Emyw#^;no&-~Gb?>Z&}|5?H@en+w*>Wbt8TpZo9isA)gn4+n$I@m=ZhOy#8
z=)!+7+Q12y;0#i}X1eY==`jLA@Nu|m_yZ*CLe->zJiGz0hlvq(HL_P8;*|f(xRT8p
z^W%~CMA_Yjgf27pClg=qHuRZUFIRt@q@qXle_>f~yXUfPY!*0bjOoQ+45)n7i}wW8
z%jKc>$L|Rmjat}Dn;>@bee&{sD)S#|*?&bgvYD6QEky8{qLer3W$uf)dchfFqz;BH
zs~X>Wy{Yl9e*dtn$-VJ)FfgVkJ_BlQym#<Qw>}#j|NbnP0!Z~f;v3U-vDNl8z)lh#
zBGFk`34?b=h6H3+Jbho}CPSckT=L$h`khzt&+Dcxe?IaN3-Wpl$DBkj{+AN}bG*ph
z_4+e&)Y|?!*QUJW&As;eJ~otjP~hZAD))?^X9vp>9-q3ecifO#EfY{8a#2Tzv#!o@
zjpKOlh5Dn*VrY1<rq1scS%=@Yns~5F^aW$fZ?DO>qaqZIr6Ah!13L^eSy=<AAtXZ0
zSLh`;`fC#;+9lcj>`As~n|pCtUxlyln8$E7cAdv3X<#uQ)(5@;C&%A@$8F7h<8(fR
zi~83L*14Mx(08b|Zqj$jG$XZXj@Zs+5A%i@)w~!9bUdUmP%%cNFMo^A8W>aEX#CSf
z7C45j&GPy%17edoK)F(s;W%9KeCqw(t?%uyf)Z?DiZzQ%@qoqyrcjjIU=XLoU6#A4
z|ILiZD_}`>Byprx{a)F6GEezRnE&O&-QL^7dI=}^YXE;8xOSBm|5|u|>+I*(V*%MJ
zGa1+sWk}~^Vwk#8;Hy9Q5p?IQ2=%<Yeafxi38m|w-UehksZT^?VR?8Z2OXeVYm|oO
z6fl8)sTF-^z9UK&bz8X~Sn-a4%dbxzd=87A<s{!~PJT6<9!=W)%4ecjia|}C9E$pq
z?M~Y&a{XzD9lt7C4p$D9PR@FYNW`_Z3cc*JWdP0wb!X*$w=?NdTY$<Wzl<Vz?LJ*S
z&CJF6?#6iZ5$8>2r_V+Y70wQRrrOw?67^C&$n))Sv!Hjk0;naQfdR+`2$$rA-ppFY
z#z4m{x)qeX=cCi+7dN(o*+99l+U>}n3X}2&;l6zx+4*sIa_-k~*}uG^c5p)Z)Vui2
zl!fz?3vg2Yo0}D%rD}^Ahvm{Si*g^He)%|0PI!NWNr4cG2z2&#+S-%}=cp(Vs<vR+
zM9{S8%eO0o){R1Rs$oL#p!jg*Vlnh`9|r8Ej@SKMx3suht|(ZcaAP*nL_g8S)XdcA
zzLBAorFjgIu7<2u_0D>UJdE5R+dc>Ju&iyE|IE4WmI4na7Mv2dQzI_$pu(xc!K?`n
z@0-W5(5iOYwZb9d$j4A7e5mJ0xJZ=SYN^XAY`*oF&4HwEeF6D^M9GS*B6cKo-vmH#
z;|n!}=?QMQ5($hOytkvC#KFUDSyl7V>^M&!y}J6MshRuJ&7<7FNusObr=p^1zQO<p
z9^Oz?W3zV>JlOQ_e%ZF4@kellBBNd^qZN1=0ha4!gw(OmJi%C^LzDA|9c0Byov!Md
zGi^o`bNxw&@5jPAezy&qqOUC@;y-jZ;=Z}hf`V!`=n9M@c$NRi?#(?ZY*Y^hNd&Xw
zO8?yzZ9CE&cr(+YJn7gpem*$c5&r%<nSdmsA|tsuVB|`WByAC|)VTZdcCO#k!+Tqb
z`|CZYh#X$7lgG39LpgGO{#*G!^c1lN?>bfvn>;CxWq@8i;k)-e=d}q6J3leF0%F28
zPwI;*?rhY_)&Jf3&LtgWAr8G^MJR7sHGf*=_NefQSK-6|x~1qzcJ-gPEQ608-(BS-
zr)1lc=2bO@BKEkA&ea_hu{^c=rhLGtDim)se1uUjCE>2pEwJRIKuRrhd4GiDo}pyr
zLw>*tvRL^S(UiQZm$}<NsMVGI>4tzwCRo20=B|I#1rETzLbV^~3;OrKBIlFl%R9b;
ze=KjcjI`5#+v;vdJcw`HmdzFQI~RC^nygHq;_lc=w_}2X_5XH^CIgVbeb2X2Xes?S
z?{PMOA+ofpv3L;x@Jh9%<l#Xkve5TIcpo`I_aOS}$ET_cU$^vhYhNs(AWqT*35s2W
z10~Z287#4#cCgU4=nL5VM-hOQB75>CVH0Dqeg^$5&I)B7vJS<V1jEDFD)*KucNBCN
z51u8&Urr0}CGcdWwAHI-Vyi~<uR05@z4%K;&Z9nng_8^9O4B3E8w>BXSAhI&OKU)q
zcxZ^Wz0qNcLh9-YBp$E|<`s;Ds~097<BjZ%Qwo%$K1&#+==EYKaC6N0m6xM#0L$J{
z+c8YxEyxPV@hG^R#UkJzdii9WquI5;*6zZ2ns@o;h6<Ih)4y8*ElDWIo=KQBoPuq8
z&J5VlJzYXvp+e^+sT0$%=pD+Rv`N9tm7qc4WEPL5xE>Nsp~m>6C@F5^G1u1ZFcf^h
zt%9TZj%RQJ5jEVDj%|JYnWH;)FQxjLm3GG6Tn6dk>gt_^h4_gK(q{Rn+7}-;Q*!&}
z^cI(*|K|JJ!5rBq%lkK!g4UJ}5vZWu^p$wU=9Si;*$uxQ2m1ZDbb_0IiNh_G&n5lb
z%<*^1EBX4@dGo`ld>baM)cgx4F!T8nZB)@wp~Gloq1;FV9WPOhK_8IC=607?;VIL?
zoRlJ=JRydxPP~wKXt=V_bw=$lzjLNH=Dy|imrX?vMETt<qf=)gqnnI+Ve`kzi&UkI
zTAatBH+tDVLke5jQ^e@oZmRPkuQKrfAbqzpeR;*sRVKO`v?TJRV@BBM-rzdKSfHxZ
z7=T=M@w^0JThdpsA@M-|+4+xQl|qKJG~&^LRuos#z<YaMlQ@N8*@Z2Dq0yGMfLj9@
z@v0soZK0g<bFpgVAJ;#8|5X&IFJ6S$J&M&#Q%(7)LsVnx1sMJs%LN%=iAu-x!l9Q`
zgcid_gj~fVbiWD|UWWIv@%ND_b0grf%e>O`s1QXEAhwKvxBN3;!HV8xfjmWP<j;7+
z1O&eiSjfyjzhNlNhtzDS>=j3*V41#P{-Ytasa}I9Q-`uH9AjFU9vG8wA0&|;c10V-
z>e77&Dqt6jj`@bre_=}B{v<QOnY^U1B-{YXzqIt^Q3-{r<YFF@vD3&lKJW4vJoJc`
zfjn19jSNufWBa84)(XxNZli81Nv4=+bHxiW@u@1MeX(3N?4{9yL(P=Y)M^*t5Iy=r
zv>z=})lcQKn{g`8JhE70=p;6bee2>DE4>rT-0@u-k{`!5+U)+6BO?(HZC-ZSxG{``
z1Xcn)(S*C)cW*@A|F5Y3C6QD9`};D=qh}1GRB<(7ao)p8g%gfnYra^x-kt>iLT(tn
zsBWL9q+v_y)bTInT2$NcyFIP$boS<6E8@<*&4)h0tEO99Q^@}mSvF_BuLSr>ezw<Q
zAM4;#(?@l})lF5<+_VALsT-~zW&c%hbB)3l=RPjwaQlyb)D$MFeY$>2@fFe9wJoH{
z&&+Y$A=y6r<NSQy-#*9rmCN|}^2|W*zxBU9c?1TnESvZ!>=C=~2bjdWSxwZo|J`&g
z@qIb@D2Dd&xS8g};OKcWSXOOM03)2N<+dj^6=>_`kPBiV+lH^GfsDy{lwll4_&@e@
zk!*YIjkaOx#&G<*sava%C6@<`8G55_B%vJJm^U{H*XCcSt7f*IbDXZbp>LRS!9vk!
zXkL3Eu!;KNdz^;8oz&(9Nj1)O6=74?W0**aGz2$#;YcO6+aAC0ec1eBz!wzP7ht2E
z8#y;By(L0Y@mh-JuI=Hv_wM1s_OYgbNzj9(gR&J7LkUtv7sgrQb|6WG7d2<w9hyn`
z!XDMCeC^qbq*XeZ>xAU$Ej(5k$_?XN;Cy6>W^KpxD%ynJU)<6Z8<Ln80#Hlg<YUG&
z{aTa)SsBxqxRrSFF{#!?&lJQsX%{}*K|sQzp5Q=YLo1>R4xKr%c#E#Ir^kduC{x_N
z=>GUb@ApBWGFnn#1y3Pt#X1K&`nT@O+k3W1P5_bpve_K6xoeordBtq-yg$7<8}MNa
z+ka8%o{Z$QoX>R2!57C#@{|1>%%<$#*XG~MWWwg{7NA3-FgMRu?m4xbBYPgSH$9a;
z1d#&ur0LPjS(}ElrY!9CM%>WWG%-{R9qt}Xvx^5o7P~#^nJsEZ)ae*YV$X{~@>zfr
z$SjtyCa;#J&eR1Q#a$ZWY}s3!fBHh{sn_Jp3vT~~Y#DiLuGziz52HhS@tApw`i}9B
z@46c5%b!~QW1X?Rc(R(-J?kfG?sgz1<MA@;gBJy6jCY>RMZo3Vt#`n)eT4fV-uutC
zO#jTEYFr6P%=>cg01Z8&)Igfk0XMy-=mMI4uw7H4P(5~!x%C1+6E4y0)nI?G$Zr<<
zF6#D-><+kkj^d3Lg^E^yu?+N$%uGQfex#B4my!;$+$~3bVa5)lAs?h>o3n_3Oe%<7
znlOCm7NPs;z>kE`RWX7i3%<lw#~l4Jc7_QMRb5O)FF<)iWa$HBSk!4F;qA5_FajcI
z4ps8U-vO%n#x@*@=UK7oB_ZOxNL^V+cspvGb3U5h*@(G8x!NaQ1++AVvpe0X?rKMD
zzRXUd?o9cjMpR2hup;>pZ<bK%LXkZ!;=HqRFCdt_`3N|UP|O715_#bpEr5)=V7(I>
z@<yNjg%c-Q9WBX0{~jKBS#ACT(|#FTD}z2V|GBa=C#Z!Aq}1XjJE!`pw;~2NnZ}g<
zQ{7Bt?4^$L`P?m+^_y#uCMiz|30W{7@B8Cf4one8xFZ-l_-xU162g2`#Ev%un6kfX
zl;lbVBGoaF#XJ}1xg;<<N6&i>8$YhBA#&viefMBW(>ii>E3JKkh^&d-DW?F&obgj)
zT@!w2E6C1&Xnt)PFQIrqT-tzDJPtniQy*kvtn|!fuPXiRq{N<EI-^_0L3yrEMcuHH
zca_V|gN?DS=q0u?ouSmd+%H=<lh4a#-fFRTlI~cM4k&z%h3iR^LyCS4Ree?vnS;$9
z8-4$;WJ|SV>p=!$o=w`26oJ6_w(n`2tewY%eAKlcKvlmS*X(;vSGFMaRBCBBJfwJQ
zXwq7F2aB|0P<X2yR3Llq4mIdNS{L~J8ODo>Fm#OJv~7IgK2oInQ6Mylm4^?uW8loF
z@^Q#u<#sCqw8vQ8YyQC0DR9uKk<U_nXO!bdw{<TI(4f`d%U7iS$Lx9aH`~(j3$a5f
z2%~_*w=dWls-xdJqW#*zC45^X@I16Tg>*3So+2xx`LQ>=f|+wf-G&D^+3wwy&+QIB
z&70GTy_P_&9!pl^OombFbbeNwo8-a%NM_6X-BN1#<l4dpp^QK^7J>rKNqIgHXm-1Z
zb2;l`|BG(o#RWA~W%ezFk8~vT%hGce8A7?2&fJYi)GOkN(rT6wOy(-jII4z2({kgf
z7cca!;C3YVL62`j?fIuH3zl{w{&`c_5k+nHo<l5JS#Fwama&z>iQ9H5SxFvoU$sx_
zCeKf^tjI?-0U=dyR(H*Tl>ggX?bP*L1lBnqy+gu*jDN@x>?~IxNSe<Z0N~xW>@|Vz
zIkuSTnC%f6pIsl#RUf?}hmXV#SCPYJ&XIu<7JF&n^|>EjYU2s{M)N5Dx5SwCyyn&l
zkm#{g2kaF^&kTHi6qH5YO81UQ!<u&fOUQXM={<+~K2TqMHR#dv8Pl>Gtbf4tl~knH
zH(In<`GG-L-#C!t14EJ*{kh?9p23=rNw&SA9%{e`4`bwM9w`+fP)Q-8$B5vd)p*Sk
z&f^U83YK(!D-)$JhGuD08MI8JBId;`qbf^<{W&jdHBB1Iw^3e}BS3e5?91hwZ3uG{
zA<^j_suxAb3{!jY)1h88DUpF!V&$gjmL`ib-tCN-uD`bHSJSQX=o&O&{do;a$jbpY
z0<bJ7Izu5h__Ykc=Mez&rj5KtF4}&Y#&?isF2>Zg-I}BFW2QH*o~ok0fxT{t+lk{o
zyu#0v*;i?)*k<Wi;<&l$&$}CS4roQaqCYN1R}<crGj@8op5z}yrNB-WhnQ=#1sa}@
zU3eK}OR`G@4Jg!Vc*e4xILi;bdN6V;3E>h$S-{~Hr{SuiqT}c|HeTn|H^=Ati#vFM
z21F}wHA<fy$p7$Ydb+%SKDRj>9?Ms;c?;TIUUdEOGY7A)g#xed<qPm_4ksBSj$qge
zypkCW>kM~Y-SB|>Pnozydyd-96Aj@|VG)6cziS>g8X~H3g(6HrI3DamX+*j=2;Kl$
zV8^Yh8<|Y-PhrJ;B+63tN*I!kw_BB_Ww;$7847*{1!=IZT@{yM2rVQ(+)-039D2$5
z2nMwSNR^ks`{<%QDPfon5|4~k6S@brkc99gA{@4qiE6RrFnEiyf;!I?j`IOL_WZPZ
zq34cocD@Wj+5TVxOw5mS_o&3sp3ep7;5QEn(m-&TFdT#v2}zDFr;a87&l?#QYF8=z
z>H}i^sEw$`_du9G{bEd;s^^Uml&0MiMGC|N1zVE-h`ugS&Hgz7OL3t89r}`xvLMM@
zh>X=h{@Z%!6Z`VrNcWNWr)rieb{qwqau+<}AnOA}{ILY{Y$F^WnxxMG3|rX?X{U#V
zI$T!?L9ySe^h?*sGo{U=Tk^?c{FbD19G#DIF5Z#wyCn<>3zOuh1<SZhyFfbz;%o#K
z>BAtki~w<oXb$x>>RtMFI#n;gEP@vT!uJ^bH4Cu5)g&EbWK)QA7I~p>4zPr=uiObh
z+DL17fB8d@Wa`a30!i$E5rm4Nc}a++>j<q6Arwq1E80-IF(Ei0E$<bLFIHz*U608;
zf{7+0K9$p6L+hk=h~2W1)y<(zuKm7VaTQi_rR}0c@gR4(1Sr$qlQG`Aai8&;3Bz?0
zI)-Z|2(Y1dL;Iq08OP%itM5j&)pfyUI@6x6)9@uTkYe|+G5cEgJ^yh7c}nk}cjW$>
z$X+t8zgRSN=bqKq(s~PH@7nTBcdOrS7Asq0$dFxN0WZJOG~;$g+HfFIkn&fU(8#iE
z%{Ei!ZXzBQYHI76i_lSG`Oky!siN&%n^CJ}!Ax`6go3HTRekFz4++Z!A&&B^ala;i
z`HZ;j*I<-Zu|9!>)roBrl=<0m{2dRa565x0KZRgrtL^^u^(B6#n%^!T^bERF^wrQR
z!RhOO*ww=2Rl^SefV4||Cs4>BJfg4^)cJb9l2`Ok9)MtxAQ5!~wns<cM5S0_x=CZV
zsHR`c63p}h{K}%D=+x=SAtjcyZw^d=RPeK0WgsyRUI@;EImZG4r)-HM*bXX6=&qSG
z6S;LMV86cPx(R(UE317Zs)~vxA`r>o7}6GoqQppE(0$E!aX_7+cWM4kd*aJRg_mm=
zc5r`N5)Bd_Rq#r`lp4soIPi}M@`@f=Nq6dZG-k0#&bm=fXaCIHs?FpG@;2{9V));v
z?f~_MH;-;{wB~*HjAeQK!gNpI5u?PrX)#7{CNk?4D3vaxL^G9HHai{Rq@C5{FEO;_
zujW5oxcNQL#9CSAT;bsB5B>?`6pln<@{MAI;LY!yLG+^E2dO5bl$1y3cWX612F=)J
zZN(71^+^(Qk;^uSKx)I)o%woAF4G@0b%<V%u05gq2$Q_faE3n#iCa;t^B;}}*0oqm
zmX?~eEp!gP8V0THopfE~U|styLW|ej&oxX*iva$xlt@+_h;1pbM3b&F!NpgeBt?Al
zy{Nq(bZ-9Oatc#I$|mOJ<uz#tKLG>;KlaxbZXQ;1;K1#2NMZ>f-SFni-#5+X6wR1r
z9k&!MJ}y4!>HJFQwuw{Nk#NmD+2zA;ZD5aQ5^uBwpPgaOlL>1mrJH9(_g0#fsE+0r
zns!tF$I*4iL;e48vpXYqGArCsBqJ1&b!TRkk&wNLkR8f6XGbDsCY$WNvd<=)Q1&MK
ztUJ!#@ALgV9{%Cs@i^{2@AvEVdcK~crP+0DCfRYpyyb8={@a3i^T}?_%vtFie*N$F
zva&h+gKh1pJ;K(%?+70J@>t1&wgqYT51^NDSWlOiCw)5`BFvfGLE+CITX3NE_dZLy
zaJ}FCN3>z{hDlc)ZE4r-;VoB6>kQ-w*v+twM6KQZ>%Q%+PCttFGYu9}-cR{F7bL*W
z2Y+M6+_gV<B7kTp$u*YW8>|!StA=Z<&)W$AEO%dPYwKksaA-ic+J*RsDFhZ@w;Tik
z;s>)K>o$n=bzdYdw6`?_{83gGhAe8M4$@cC$X2E|5Q~#gd)<YEkKNY@9ebep5*h@J
z7;vJp>Z}Ol=PwrG2Pg@peDM?f0zw7oo-}1;_+`vBu|TBwH41Vf@Z8i+-Z%NyH}72Q
zo%Bm)aP6r&!;e2pK|+f#TPg}w=nbkY3Xw+Pc&-pr(P?A|CCEH>gA!P{>JpSj%#{d$
z`a?j9L_vi723*9TU>ztUd1QX!cGvw>)TqUjlunr{+&DqJR_KjA;}TmTA?h^q)iqo=
zKR_^t>ASIaBBXlw!5tFhZYQuMwlAD}EZ=X_1i+6#cS(S2je!`zr4Ml;mII10(qHG^
zJAErAbVSSwFCzhN1b+W>a>cB}c=u2d2?r#!REiNz@CLaNs?|`&5Y&CBsR9qJwTdVQ
z?=p-clLlqq&c<;@-Q7$S>s^6upGN<b%f1&25j#+7^vIce^!MHnSrzOWY0>=8QrbUe
zcR=$4U=)s#xbV{Fd-t^Zs1>^qT5%+$Kzul0&&S70w3<0xiIF`$FTJxc-@Jd>JnUB;
zeth_4*stj#Sv$>V{ma~N+N}TL#NNi!eR-cN@0S<<n1OzH%X?eRRIy3Q$yL4D?_y~b
z`6Msh?0JE28Qf6(HiVx{_byA`GkTl(t}C>mA}aou$aKPY5l$(S5f45|&oF%WgBMF4
z$#NSH+Q+w+j$U(92LQ$mi3YkHXWt*ZAHFWP5uLWBKOCyRuc8ATP#iI#V9CCVh7x?_
zm##*x?&@$FJa|^B6E&vS6!&sgnr{%0C3a9K=TioPY9@XYl4}3mvK^;6S?b+YtNHFw
zc7GT8d`~}7<O{60=|zD%XBT3?3tZ@L@RV^wCm#orAi)0u&=nC#hg#c=<hNhyS%PH^
zA@w1Q`|jFINm*wfKZhVD;R2&QJViYT`|&)DrfXkIyDkqQ<H!D^_CsQ{G&1k7PZjt3
zAK&opb^mGb`@vf1S`}Ldz<1v@y#KHI@rm7`-dxe6X~j;H-e-e0C)j7FfPut|Pm<W0
zNRMtFLsNO$-O2pwC-I&t6})e)s56-NU|N(@{6q5&XTpaRSZ>Fs?z7Ks$T0o(+Z)rJ
zbI%m9Ng_YNa|a+ZnXMBhnr?O=pmoq&9~>f_o_*0&{K-XNHG8rSv#tw#gjEG+MR>SL
zEEssc9aI?&cv0P~xeYk1uyMJ8Tcx_Blh@^v*YWz3cV1tkILsWqM2}v!*pib|wcmw;
z!(h@2YG`S5?JY}U=JzAOpS8O0K<Ss5dw{*XgS~X23l-@=78m~YoU;4ePVWx^&=RoU
z2G-w?NXv|7)JH(IcVZ$!qIPex%}hNYm8-g#<kpo=nDCt>h&8{{ceyc{C_J8cPwXpw
zIY}u5CCYq$Ld^xt;cv{ojst?v7mF|lz@iVZnOuZ9T_eRB=RHW+)Qe>O!MsV2msTnr
zip`d^t*Sf@6Z$UyEM4ctdpTvg;7~Y`n|H=O;ueir>>*h)Q)~oScY8|s>6DW3QzSV}
zC+qYs_e_NLD1RIZ)25`V|5tHGlO}diu}O=0F?)QS|K37&gvi&V?FdDA&*Uox6JkRf
zYp54Q1;m{ya04&bRiD_mh_r*0ZO+mBMw33nkH%8i`_CC#k+<aW@WCk>wg}LJu3PwG
z{Q#t%3WG8ugS$%LKMGx!OHYxv(l(|lr#j6u?kYBEb><rZUkv_<{=NC}vm)7g6jv7n
zNL|;Q(|RkI=1g>C1kX~ioau@^;b~wL@J5_C^FLsE$aAUV(NyJUFky^+yz<QT<ALrA
zsv{5<rDoE^j_|Zae1dxMbK=?f_cDmp_HI}9F4*bUo0__@SfuaFDv~r*<H)cdupDgD
zbFZ0%iHFEHoiFtO@?q3obX_2_>0~F<rtws^>fJ?Y!O6F9K7;VYPhMgqovE!dCvw09
z*ToZ!5>+Qcgmc$~vfwG2PESOG_$xICO6Z?0WPoW?FbmXy%$K~ITVopwSgs=FGp_z;
z@TP`bjH^qU%szNxsw{Q{i6kkB<Dn~nlP(A?37v+k(d3wk3Ngy9G1I@ko(HF*<JLan
zCuQ+j0FDXF^wemm8#|J7;+p#Pz90YA;=Q=A_sj3vzF7rSv(_R>et>~u3W4rZ$0A<&
zG0^&2r)H?tBb9+RSC$bCgK8+AGB9g$f4Hx~9}%J-SbsIgQjG|(vjbl(G1Jqw!)Yn<
zV2T{Rx)BebLF1@H;)UR}gKv>=wF5G4F;Ye>#J;>0#K@3)m5eJwyPQndk~Rnm-lO5Y
zs-jZ?|Bw287p!cfPGbbFVP?%L$oWb|%$(@dHab)?s2^6VtVQxpCRo!2g7h*c?1M>4
zViY1yoX|h=VD<I?l<|Nvk7()E{+~yzB{}9E6i_kUWpCqZ5Yp)kSIE&V*QFFVF)f=~
zH&wQR^lOF!A*ubB4B;AUw!Dm?$Z|TWkMLCjUC}TfkEj#5ul`PGZ#ncX3v(pKGPt*V
zMC%b-uqiwi#jVAa^bU^Ye#NqNONvveueJP2zdF%93NV?@IiR~sY6mR%!eITg<^H1a
zo(Zhp2@1U5$+$%yFT(~7P$O!uxF(i>Nmqv$T0qGW+653&fY7W^zjDv`Z;ky=itooL
zwLuarYk2h?w+lq}9X;vApEK0z1HKS1CJkgJ%q3@aWA26|Y8pFS`G%GQtdXYmt8#vN
zz4n-^ObA=54f}k0Uh(Pt@F}|t+1vc@xBq53QwM?!FEtE1zBal&Hyr=Bw=R)3S(Cx(
zw@b#gcv>z$@{@byr`YDK@@lZJ2P73HJ9F+o1EQ2k2=Tf{vkzEUSKt2lC=gZ)xpM0U
z*lBlbeskYw+u4|AHfyw^X{e#N&`Dk8a4hng{k!OQS)(m^&F_oq-Ws-UY<+IIRRqwg
zn$8EqC7X^m6Y5}d?*ZGX(<j3vCiqU=NZx!~M3u0S$scDi^4a@#w#<3#Rd2&Sc7;`|
zgz4AwLJ>$7J#_1srM5PZpcHe!tH^oV4I9eMdv*B{&`6A?T>}HFj5cZ>z(P|MYMR8V
z3N6gyV#Db}*osPS#_>R_g06a)1{Q|=%gWKGiuuZ^LK7GD!Tq{!MHLj3Wo|ZO@SABR
zfpdl4MRYHc>*;Mp_$qI1X38s53_OH3Kqt}dw+)wrpoGO}EXZ<<U+qToh<R6lPW$IL
z2fNjmz}sTxm@KZ7Zuh(*N!uo?>c;`3kXB>~bRQp^;t&xblNr~><8$S=xL!$ux0XLO
z^>BviUdYwAV#XZQrNs)ch3nc}ei~q^-+L@1kWLx&#q|T7gyEmB@(b=RJAxAaIR|&~
zh}5juhBE2Ir1Qq|VdDA)5IRbJ@7tB4#uHaPdR<08TMw_5Db1>;qU?O;q%PCNSWdi^
z_u9t7`)3lN5&2K^*O@kjOLEd1rE;PRj~>rIN6F-u%%|YYG{m3p#{V;PEF}b+xAM2V
zQi1DT-g(Kr!Sk7UM`2Ef8|nra;opjAm0$x`x~VC>ZHobE>gwSKz?vp4bwK$_TQ=C}
z(^n@`am9h#r4kvX)1NBR&=WfFAKQM?lm2KeBx~(&2@MyR?)OnF^o_L@U|T%i{(5C9
z=zJo7ynWb11ZKT5nE%rJIDl0D@J5{Pg3^iR2M{}vcEZxk)~{<M*RAvBUy^%fKk<X{
zCJTUK=H#~ts>OXfCeeksG&Z=PR1PHLuGF!Wl1@3|MDAUV-(e#XFCU=J9(F)PTD>>A
z>YU|C=QWff76Jb@k5@q2`_rVp^|}2r)NyBjiHNWT%GGsE{s4krdOUmiZHC~uZN@Z!
zI8H92A}tDu*K8yPq3j0)fi#^jg1GQh?0}GoY8c>R^|7n_Ydf=2%V=zjDBU`YsvG%C
z2ikTskR(W;l!bjX`q;I^)_zw}hpAsb4;~T9pJjVB1@P%fG3WW3z+C}Ya7}~TQ&qqr
zS1}xq+9?1W*%hi9p!+gF_j!Pu@<%10FNOy3M}R4~j{yHsOCsj>Az)4etPrFIS?*OW
z!tDP7mI+t|y}Ft)$1)lzhrY4QCO)t)s2obhUHlvg$fCJ{>U%(W1QGQM+*R@y`ET3%
zSxqz|;uk{vK51k+B?1-8ACaI24U0rU&7t430h~I3eV>f5n6`792CG1a@GNr=Mje!f
z;Q_Fkk-ezl(t)U;2snp%UQBsjOnNGq>q)vX08AKgh>M)&0LCOXENJueX@!B8Zw8B5
zn))Qwnl%m>MFj~81`+&VJ)_)_9EA85-BTY*rg>6&^Tnd`O2cHh%eCm{vw2^UP0Rf!
zJ1RNKk<3N;^QJG=6NLUG*uMSD{4J8V?kmdKd46^N_NOoPK;qjLpelI~jLC?|S-nwK
zGgTbCWJyMU<#xnTM^(ujA6@+D*c;LPLh-lH*&F+>79X3v%<nH9>mQ1X9J&?&9idX*
zJRddeK2S=w%9s^Zqsnp*<VDZ}R<neT423<Iz-J)xA-v&l^OGmfc6UAGn#02%KaJ5&
zO->1L^de&0F@m5NbA;bA>%Wl?Ga&6*b6K~GwhuB<clPh4HP!hzygod}qQ?dEe~vqj
z|Cl`cK0E6{z>ItzZ0Q;-{TZEbxqZUqDB(LPlzlU7X%LG6srW-Y8ey+I<<*?$KE5%I
z$v2@Zc|lj)05ht&VN?aIz5^WJ;4%s)Ux<;~XhPn80Rk$+uYPxXW=Dng$wRrOie?q?
zhD(%g@N?Q_Ff-|WV*8#E)JPxBR&Nget|JdUHR4zwO5Nc3J}Kq2j~hviiLXLUpLVc`
z22YUMzo4L@fc~;}5f-b=&4)O^9IYV^5;#)(M@AFqDP=wqMk?$8r9?Qwm0)Qc8Uznn
znFsV0@IgKqS-RmhSn9gpT2)6{w^M*$&$HE?&-Xz*g^(?yN8j};k0NjJHbg#1b(P}7
zewX5s-eTXgT^vL7y8K!*BJ$`t!BO3KqYAXES&Cnelaz?q)j;h}jj22fhvNdR%O2Oj
z_av32c@W^Vo&m&;zKqmgGV;@2*w=9*Eacv>*VYeqsBvsssPQKl*Tu}u=axdF)P~OJ
zIq^HtYQb8uQXW&yzg1F;k|j-sSWtuo+fLR_s@tKadB7+9a$;QkR9IO&b>|Bs9OWfo
z;0w4czWdPc858*!NK42lYRW8XDlGx<Zi>tQQesWK)T6*af<**Tp&i0ZbiG1Upd`hD
zNUm}CaGN;P$Scm@ww$_loO&<slVV#kG{R9yy1Cc`;4|_s{OX25+>XwV3wy2}T-Yi9
zTrozPi<tTB81lpc3px46j|;!?R=I{ROXC1yB}C%R>6FRo6|8R)<R2CkO~i+5;Xp1V
zahFzRfZpel)qiJb=1#W>+geHV!DPrgN5$rMBpHcm$}+NeS`X`cbO>t|DjuES5Ku1&
zlmKs3L%h{Zm4uQVoCc%d6ifYx*hEXijf=C<D;JwN?Ik)pl$yS9{9>vw+~SrIn3W3C
zgH3ntLPX5CEFjc4+Ml#Sx@^4PjwXXF1&(|L4$&^^_nYdY6(~Bjl{pa+9v2FebkiRf
zma7he?QT>Ar?(?SchJ3b@pY3bm#$5iA$HR_P#ommzNkUNU-Q2+-niQuFj)aadYv|?
z7ZG4<bNVOyIJ4ARH4t?a<xfoyd%9em6T=@r(>r-^<R#<X;dT#+|4@DKA^%9Y!4EAp
zTgosf0)*IOPoL|00UN3%kl*zYHrU6NUmwjK<}~M9%;$06xtN&0M(qc(v3N~Q4borb
zCM^wx(rNF{UaroMl^O1#+`YGgx9cVse!3r>RIx$QeO@~3jf|xAeQH_yYk&&}!nmJ2
zP3DcphXd?D4lG2hpsV7pq8l~i;D70UUIelOXd;_Js5zw{63UaxW&?y*TUW#h+-J4G
z5665|Sko1u$A#yoiVBG5SmGfjoe+laK=z_eCFo~pEEAYf^WY}!FM67)3s4wrq)#!z
zEp~+Bic@ZLUnu)Ja(nGtU$<Tm)n8jFmRnFOt65n!P3nNyNxKe#=}X{%y7Oe~+KVa(
ztK^5sv&s6R(V)t!6YoN%DFs*EMG0-Iln23IfYkDgND#W0`ag|?<h2O}ejdQ6Yw@v@
zTqxR=8Y7cg&Pzv`Nl#0Tup~<&-)#f#JIY(o9QcUat%oAC;yfwOzlOj<(7jyPtW`vu
z33vp^js?OgvE;Z+(T4^64-2ID3Z$efqy)&<F`0|75JeIC!uwyRNkKJja1sFZA5dap
z%hv-kcvX;{ci44k^qJc&y}|0eR!AIWgT7@hId6KsH-{#coN|5}7<>mBUQLgU6^@M;
zj*W@J!RYviV4Z8=$l#0&npqyl0CEcQ*u~7wPb{V){E0$0C={TtdqbhwTsR~a5?K^c
z7awQKd)fv>F9-2HN=tn7$XquB78eUlJmHbko0Unu_j#ad=nPgsNEFD*uHPGkL`&=N
zc2dgr((Po*%Gc8WVFW04hv%z4{<IV@9|d_=0@P9MgG63ulAcY;)?ph&;?IY-Kl`rY
z3!a2tFX4SL!oa!q^E=Bsvv}&pV`?L>=d0dd*J|QdtC`VqNCjK#KYCy1j8kXK;}%{d
zv=+&>{@}P2!dh~jQy;}j+V{flv(hKiJ|0kM6z0vI)C2A6*d*oW{x!5)m3ZzluZ_b<
zkDE&Tx>WMGdL<U3uO&Yqj#1I4R2it57^s`nl1%D(v(|WmzvNAB#K!%tS~eNCF&@kM
zd*52RYWe;3fFw~?p@}VR&xt0n5wF)Sq?+W4n;uMctY;PoQEHN_o5Rl9(mdsN;cSV7
z(=kO&RR=dy`hXWpf{FI!oSP-5*{wnXyP6KP=56T$r$0c0B0#2b6J;(^=k=wyekT_d
zp$$&u7!DB5$b@Qqjxt6!Lx^lQLKN!(U_P|juZ8{Sy)z+rR?&yc*EwOSGWd!~AK-_#
zw#9Jp$LqDTnOH^dI@8MsAG~^(u03>e%e}lB^G%Z7dA_gQTgrJM^HCF~d?94qSAY%S
z?jiZr#b<WD`iD1e6?S`UaZf5Le2(~0&G7S;v9~PRKx(m;yuH6)b&K`r4LxY-Nsx~~
z<eflILH5M~{aGp*U$e9;?XQJe8*Y-2;oo6)#D^^T$Sqj)M8ASQxsOs~{EA4LK>JT_
zbLRQ4l|EGOT<F9o6n)Z#n%|rfhW_A%_vl_6acmrUe6KKhp9?0vKd@6cHL%!&r9P#Z
zx^uHM>-N=U8dA_yqr6MqCah^fpr_I!B5~q|%DaL!Mkr4}V32D#EOkngR`E8}`7&4*
zyxg-6oAiSck$8wB2V!&J7r$TmhXGJQDxpJQ7_~?whvojg41Oy-QhCGHoJK<Au~C9e
zk%8W}r27n);VG#wjnJ`S17yRU3aufeaN!a_5(R(+ZDykY#qI96c8mY{R%=?o`QW&A
zYXG({F$O_g9_=Cd;6@iD5d^=LExT=PL?a1TrU@aPot~%9Tj2N4_K17C-vIgerA0G-
zzNgIm{ri6<J&%W-gqoTvN$e>Wrm$rHAKnZ2)48&Tr?4UgqSA#B9&{56QzpSz5wR$6
z%w5`Bq}X6mo1)@_Af>UORU+oj-^Xm~Z$zLgZ5ltWvK+yHeKq4wh8q^rdE09l#<NBw
zrww8PV$BJZW~#`Xu&^JYsyU%5fYYzcdHBZzz|ChMf_)F>p0(_r{h0y{jtHSRZ>3@c
zsH?%*|B*om!KujlW5|_0L_Ht$dMpHJ;ZiJga7qjs$B>9XS2V0VE{i)5R*Ah)c@%mO
zJ{y!LYaR*)47$Pre#vQ8CBsWPdVn>mc?^*Q7A90#Fg%3CJ^+0Hkg|11bQ6K2kvGKu
z_z*kFr}5U)B`D}BC6MK+XF+cOj##9%?zLCFT6se><qCaX0Fbz-2UYb*?;8VASk-<G
zDvzLTH=esAqWN3|NFw2Lj2RuX5kF%ekbD2kJJ-!H)XnfGx=>5|d1T>^Kmn3w7oj2e
zUQ<xlKQ{=)ZcDU^B`EPqTey;tScRBuD-LnX*GQR<^1UEAjRm{=R}KDnP5s_|vrfze
z5tk<B4<-4|($kY0#kGY+q2z9qZx3*TT{e<zpXO5^b2dt#c1{V0GDmmzhSHm4ys`5;
zeenfMMNB<Y-JeP!oW}cd<?|AClMSdEE9;t9`-N{k=cFoi#j0P7k>ITxRt8hSUrz^d
z>nHhP5|b1w0hSVk4rAnCgT-Kji$o%1EN+n2$~j^KL59$&07uwuAf`8BY?&%g<C8Sw
zO1x#(1ir=UIaR$OgFF5yAKxbaxBzi82Hof7(Em^j3(tqA4I?5rrP*y_)9*O78%i-v
zd*(pNG3_uTBJfsMCj0jkRYA$Z3v9!WG~m#u9*zBd<81X9AWq@g^v-oRk~Le}Exc!|
zwGDn&947b>TKbD`Va?;Pzrtoej1AlL>>TsZHqm{Bvx;dQmTIH!CB!4UmaK-RmrA<_
zNg+u29z%F+7OC3hGyr=}?tkP{*Zu^H|GzgpZeW6h(vbq~FiU0e%T$2AJIN2A91<uy
zASPJIzAl!Mr5(mkvWg-qd_RkPxL=)(l8Pj<aa~f<p<I_>SCUYhc?aP*hPS5Qq-#|;
zDM=%X-H6R*rC-fTfJnEwfLgW1P^Z+;vepop=Z(BV2<}Hb=RIkK9>Mg#lAwh=B<Sr9
z$SSO<U?i7~HylbH5w>U|-+`!)gUmi?A|oM}DWoa<?}bc*@B=cW$Yj6h>g#9MhML(o
z1@=_XPKK?x@O_XXVHsu%ZO`V7)xn%0a9xP{Kq#UZ)%N4hj)$SpT@vOdK=y&i<0MK|
zU9Voe`9Ngbx#b3f4ea<>Mbeu1;NQJ_47&2_RzNGfwJPs@Ve5VkCCIt;WHQ`)FQB2C
zF!Q^{LU@jJF!>#{Z`SC)E^BPr)PPDODEW$<K?YZ0{e6fWIEg!E1M#)<J_-6oZy@r9
zl@3wKT7JC~4QpT4d1O_QZ_4aLN%Nlu0_m6(v`9r^Ljka?4#*RP2<QW)+Xs{lx)~2b
zBbcOKfmOcH8G!v_BPVUC+(?07@Xth7O}Oku_`ry0j+l-et-AaHn*IUcMz05*MM$~u
zHAXJNeEdS<ko=dFeW0%+A8(~zQQU|Er;%cX=}@ta6b}=ytReGEpU^-97u!dmG>(=!
z2L-%MAi;qkLa>8pP~{5fW3DQ@liY&kHW3(fVo@1Lqe5YPc+)1ofEZiQ6~C)nK*}@T
znn<}_6$QC|7a*o7X<ZveA?fJ3DS*F2_X97IQ5T4Q{ZA5Qz5J_F!0x|5rX8FD7Sc`S
z&Y;LZscC8Xh`!H~W+KnZk%;*OGpeEw3<nZsE_V4|>{9WJrtFwvg}`^~6xiW66z5ml
zf!C<KHDVeZ@5+KPcIrTMenzQ%{C%g>fI=32iUzVWaqMz`t#me`e3%m<JOL3?*>%)5
z5SC33?y?Y|P(+4IV?&JAVavS;C>m+S@k^jPR*RZssUB7JvUAFocXI8v#A>cMOI}Ta
zt=HEz&*!VVg#-H!nNM#-y?>%2*RA;RI=c6bAo^WzSWsJK$?dvq@z$!Q^2W+?LyPG$
z5e{T8<pW4ZUJxT%jyc9yv)d`xx3K@rz_2_PL;?Bow)<}6d(mANWF6gu=<U}{t-9-g
z{|%ZW)v=|9wPwV?JEO#_cC@mr&~HLV)F|%H_r!^0&V{t=;|Yv&@mC44;-)ELRs-op
z_Yji~zRhK8%SOY$FK^Yc^6haXHF(&cccTlu?Rpme)?G|kp85HXtHl@8)VF;N^GVO2
zSVXQqu~Fr2Gg<p}NqPSBnGHoB0w;J0G^U-aAo&d5P(_?hMZO>_&=qC;&R2l@sVS7Z
ze+-1`!BfFhPrRPly?aNZ8(vg69A{gC*&BR+@~$!UvtKD*+0bL#DQi}q<*5sesg{S}
zs|uA4JjYR28cV0gAYWrW2@5)z!-4$nnn!2R*n1PvE1)~1wo?AV$BpklP2=IAD)s3r
ztX|8u4{h-f0pNYzgw;>1WzxD+aIYc)Sr5Dm$IvVbk{T}Xmm42_3V|b?(@_(T_EDQ_
zy?2|`_DNKxX$M6+MMOVU>~R-;For)hrMxTDUXtQdx?uPTN6xz3vkD8Cr3yNrY|(CL
zKMWpf3aJLsAasuC?h-IOs|cWelGmP)ZNJZWD?IIvn5evF^^%y0z6jUe?jemdAJkPa
zEexdNPgiFaDv4|st;1N@UKXiqy%osu2qy(-Q7zBhNzWjjtbTEk$E^x3hKIv0k1*q{
zF0%NUzbmb!^2A@4k5T6D$p{BMH_u3}Yx5|xmXmLEQ>eFl{dZiNj+TD0A*9^)mX@Zb
z*0qJ7aH<?dIVwF!^yM3>iD?>}2I}+X7@{*TCF`2tEwl6RjIV8N%KfN==tC90;D?Go
zXr>C43eu?^Uvt;CWr%`8{&RchT;1hVdlcc|dBVa2uZ<@m8KJ$XSQRAT-%!&A*6@rB
zgwllgl917&)_n-*aUReawet1mDv{_as8wkl(VvZ<_CXYhK(6*b)MsbQP-ixNASI0$
zJd2np2ZO_z!IO-^%W$J$`gyz}7!ZI5p0dhPC~g6%=W1B=N_c9Js!RYNRUl%xh>No%
z#eP)mMfi~QJy`83%m^B?2)klL?8qP|qQRYkqxUTV8&j=IkwsY869a(|0PP1#h-lK|
z5CVud0C@a-WazPwde$XSBk)sBLNIx=sE|KEm{x_~rX~k-i&T}cVKG$rHd>s*F=URV
zd(WK`01aNoA3*F0m_sE<C;-st{Mq09ucRJ9HvM$_4uUaKK<5tJcmQKPWB&pB`M`Q+
zVc}>)gIgntJq+dJ@BVLgV0PvRG_OKOuZ$GpY7SW3j1IjuwZUMKF6ZfgdT^55A^Gal
zY^vOQ$J6QEKQ`WZF(Oa6Os*r|qmB>$En<GphyE`8^Lw)3BAV&U@oc^>x-?mJQV_5>
z1#vMSXHj<tSAQDpOt@Oz7LjiODR^-;j-Ygsq8;Cq0k;(v1%`<GBuoEQ8~;sUZFBF!
zqP*``|Gc5r#-BU!t4!lhzuhfe^V1chCN-N99s!?`*OF-yDYTIQnsn_{kXH-;e*OX1
zrw31)LWtr6A3g3;Uj|a{p{tBg+?VF=^KwzPrQSPfk7Bfry7;v|wjk#Z2Fxy(VJ(kI
z$S>>G+f?|EP5uLt`Cbn`h!FLshYdueN#}pNQ|!{}+*x^GQAD&i#%C{gJh@mFZ2d9p
zS7OX1_(2fQ5>-7l>l}Oy5zz+;vYiH=o;J#!YZS@A<O-b5)-hg+%mLJ*cI;)@?<0J8
zqYz196O}nGh=tXz!RGa&@Q}UB4#t0|C27(UU<3pHB5hhmTXeu6c)}oj%5e9XVd#vZ
z|A=AWkYOMQr9++50T9aKeg}MTSn!cJf;gDv7~fR56q(?j7Z7jlxIl@`1I2{nGB^UZ
z$UA!xj`S>!<wYRxN_`b1!BseLx5&^ZNsES=m*x54a2RLg1|nh!C>LZdu@OP3VrqiB
zM6{WTu?VdG78LuYbDgdJr|?;8Y%PJ8WaYRkI!#XMLJ(3fDg6_VWCT@Q=+4sRG%R!p
z*8zkuyI<b>B@y#DH)|CX9|0R7DfUprZh7br(2g2<Hv5^s?>plyQ$vvkrl<R7Qy+eN
z+2lL*%fq8?DE;DKZ_c8mnBeTcQg=25B|qH!8{KHP(BQW-;W$ng9(K0lxX)>g2Miu+
zfPfyAyss2Wdd@0}tXM#{9SDv{vRw?%+RRb>1QQkJ8d_Dd*YdL0Vu-A1uxvtum0O@x
zm@%#hq#7es+>%N$7GjMJhQns7D`LSR{%wbpG2T$CU=#deeR3f0Z3zWKh!u{Uh?&Q?
zzsU*ap;kmP-alGQrC#ErR>VS<WLJSh$Z-%%M}nWU#%@!K(FL`$hE(1`lplZ+2+(+z
z8`Ol@>o<~V-ULmDN7x6_)^?HseC^Z-sfr|r3@4EIPiW)-WsHA@GPotq<<&k4ZT6w-
zY=8$2)njB4eAwy(gany@hlv0UWe26peBDBbIT)%X4~zqv2_&5xoZ2i(T{OTolD|Q{
zN-2_gM6DU1CN4@q61newc4rS^V3y5C1NYuCj2VYcvB-HdjBs_cQrBQLw!HnQ3S{W0
z_mxP#1?53!q_H&>=HsdNQ$9N}5rAhULhfLB2_j2U00R<+5FP?K+Y=yOD3%94LdfE|
zcLRsvuL%FD{7fT@QDq6jfe4iAH0bO~kYOze@gvJs`&gnCIi4M-avIB={UdVyrPim1
zxt&Ji)<q9iwkw%#x_|kGeP$AMU%J1tQSj*fF|~hpd%&~9z+BrAy)l=2dk<L7HWlDl
z=@CZCT~Uq78BGtFU)Tl#+J=)Z|FC6pn?vYHE&u$RdpByBv%8CVeSzMhsK2}D*Bu9e
z)8GH@Y|}qGQFZ3ZyD9vj_nm#^(8KX-Y}AC2h$#C21w6zf3xymCw&#kF6RMu#v@f&R
z$wy4<A{Ly!6_>I<V5LuZ<+X9=?OLa|ZI{=puG4j129_Vu+a7jB8ZqMEEVf_QOEqlw
zPmGk{4|A2qHN)-pIMaAZqRnTs^O;Qk->XVaI#`uFtnPjCQ1G<Xuta{0(M~dET2vvD
zFF|gI49qOMG>eSNya`k-I)I$6vrU{T-h%<Y#}ar@CK8^%+r_E}x3B$_Nb%6=aM=R~
zn!T6z6Q6i#)(>jYOR-HHe&sNcgqpRU2>vx_OT?V`3cKl<9134p5GYT;P(IWjeGx|R
z`_@hwi{2yH=COx58_?6V!0L$T$4GFeB5`M?r(N!F2PQ5c;@Js3kBb;m_6cC2YOg|B
zx}>QnIU?S4K3iiWSt9sMF4$Ck1n*szWwO^_Om#G)VoBZ4s1zdZlz5&xquP=Zd<%F9
zEj(<io`1(n8VM?^_1G?8a-wMOsoiN|4EsvWt%}Ux4T-O7I4Czg$qbBuz3yv=B>?}b
zco)zW3(>e|kO1fT!iS?Z*B`u>C2_aaGTJi%NC)p&Er&^S+~4}oGsJxN#qo2RJy=T`
z;;4*?jr4ZCUoz1p;O*||f{T#9o83v#S~RLeo^W=)LYnczq9AF+g$@Ymax>cnhB_|m
zfn~S6J03NJAPCEtag>uR-f#ENP7p$Bs>UPE9uhshFJtNqNUr|)GsFGMPX`?r>1mDF
z!<+lE{wKSTr)j8&gYYgxgI7;yze{=AcoO^Dh;@x;Eq@*o+<}?&jUrJgt>sR3j_{*0
zZtg09hrc<llAspru_S057f0$1=C2&=WF#nvw0P@b>xd{RaGv$XlL##dXh7SI8op_h
zV~7I|G<4g?HpE~Ph0Xyp|N7JxS9!~Gf}l803fe&UIHQ53Uglly2@0ikSUz2t92oei
z4juhEY(!rN3mLVxkXMCkEXQfCFcZ<Ch}!^I(s%%|7NNJX4tvD=D@+!YBOSpA#hSA>
z-MX?0z~PgGpju`uZ1w{5D4=)9Wfg}RMTqPE*W9$^0J_4s$)IaPTsbd&b?=@*IJ;i9
zLG&uj+3hde$O4}cgPF;JY?jR;(NjYnilB1<kq{+I1yIvfSh3P9BI$a-A`vao%5FtP
zLA0v-?9QdC`%2J3ODMpt?oVX89u*aaW)uMh7L*Du|CDs;=y4!ca;r+Dl#U2J6#OF#
z_NX7|*N*j5-Uk985|TDcOFQ)OAT1Vi9YOy!6HhJTfF89VCuG1fYT1A=XMtM@LKGBK
z?UtL8H_nCEGyfHiz8^(+o^jmZkbYFVQS-sy?rhj}QCJiSXJxSXhVXoIx>&Q-RdfL{
zO_p|jiEaB`(B=3HRJM=sv>`2hd-iy5PsZJ4e`#$lJORX(=(}Oq@XFwCo<Rzq!N1e_
zvKwX+`{s7SqFjGXEUVviOSmXYIEDN!37sgW<|bv{Xl;bPuM%K|0}B9aS@|=_`ql66
z#(M~DJ%nCwI--KuJ7FG>m0sVVcAeA%{=p_xOmI5D10KR)5C;-_gy6<i5FX>LhW2qL
z1?Jrx!l8diE<%c&yyA=>6>FM_f)N?^xvu{-ekA)jOt0a7?7}*qvW~5=SU6+ZzKW;+
z`UK(RIi%jRS1~nX11&s~v$-=U;(CCJC9*lS5YY!hx4xkJp95p42eQx7-q$S>b(8Y`
zHS7<|nH5f$*C|<iOgrz>X^e*U<BlpWtDX@qazOl93b$8JQs{MsrgIv~d`*+NC{2xn
zO~>SXua{=VGK1NSV*==Y3cVn9NT0Np7oTH?*c6Gu>_p2~gCbf75N|*Fy0>8_(wBq#
z(+G~ySDHjC-FP?T+6Za+9f2~%qMXRK3ZpM{?L#oX1F->cA>aXTK>ezaa_l$xYX=f@
zG%BuJL}B;lkJAsj+gTG0;F<&i<tmU=ehs~t3<*$Vqpv}{8Zp8u1sXHuPf{I@*$4GL
z(h;N$x5i;Gvb{7^hE%Q$4q5{hrN`{O8ofr)GM?RJCa|$|=zkNzCm3$JlucP^iGv7#
zv$FM1+*@Q;>_$FCt;x<|+}?D6I%vc9-#cyu!x#o100Q8X^q(l)9=KD4h<2j+h0-ZH
zU@`9ecwwUv8IAzl8Ce>iKKU>>fbfYTF6Dv|t;b25*qwn_U)-v*FFTKk+b(JE+%Hbc
z5)w&{HY=o(5|YDfeBX)5*^rsfh7_TLfXS4*`1?N0!C3mlngkF8j@2Kn!j{LEU>ZLE
zeQShMQf!HU!C{q3S)sJiLkgj8^T0(i0lt;)-MEP3rbn;{NSgNhWlaCqZ(!nJozBdd
zd%TnoAj$)_8Z9jPimH9BW=9bJurim5I|&6Q4*<vW%97oolF5-QkFvd~7^=!XZ3K>T
zt;zK?8{*E1!jkWD3w@jp)(7^JcBD3AOQ>;19!q|&(7o%OT&xrS6wMWf=`xq7`#^<Y
zNg|pF%q<UK*+97a&C0H8aOE6RdCTB>r$QrxYXNP@W5~phV1kmlr>Q(I;=hh!cnB5S
z4s*}u$&G8USv@3#Z%z}~cQ`^LXwKtUiaOiv^%bpvFIzudD#6AeOCBD97Alsj6lmUf
zWw?gTat1sC*{MrI<W9qb9DEgO$+6_z5Y>NPpKYH$t<>Q)(Y3evoH{_De05+}*S0t)
zl6n}-D;)pdLs!3#BDY7IFsE2R8{lqMPuibUg)ystU}ZkZbTyk?r83Z9w$fCu&b@|q
zeXfrCtaEQsna3<qfc)i?4|UUmm^f<@Rk#ryePm#S!VcvDWkMU|ReAWtZ4ZZQ2?r2m
zz>6Omp2wcSu;wOKnI*wb$iM%&4}^tO6syVW^Qjo}sctc4)2r)t=kR-IRPzew2?QS~
z*_gX~kRK?$fBc&DK&iFDb;MNG_U`rC_-Ot3{ZfG*%U)wz26DCvx+h}&N7BFC8~cy$
zo?>)nT?9BQzeXGVdi-Y1H-ppXdEyiO#Qmazq~em);&JWYH%}$mf85miC}(8JwVv|E
zL%0^7P>7!tpnsK8GX6ve5A=c4ufA2p5hxQObZ=?~WG6T`;iu)(e_Ue=4_ysA6r<i0
z=DEidSk}uHm5JuwK~&rkAqNZ?Zkx43%Dkp5rsv+hao9X<pI_^^FpL?TLr6Dz+Maf|
zudWqTJjlN6X_(3T=5R%eB^v+dJO|g*dyqp$vj5I7PD3;ofF+|c&b|bp+FBuPKAR{^
zq&rvVwZmYIm0;k}5UBYSiYR|*B2aSUHW^h=f)mA4IFv(CjWsB*@Xv8-FIRvODe$#|
z7V1~tgqfB`BsV4Yg^H}I>95Q+bkS?ivzt1%DLU@#@i}y<@1`fBpdJr*!Z2HbRW9|7
zkCK*u&s~6kG-_l$KzvNLH>~5Gi&Yac9lX1u#p<=@na+uY^&+I0zy;|PccAvZ3OIC~
zyGJ|;?z<s0@GDB=h3xZyJfZ^h)>8w8uebNi6--Qqy#!ln)}~)>%Nc)orYI%2xhqY>
zu~o;hPrTKs5YZ|bvf%UdPLu0>7pvwrr_L|qCsArmHlOTv&URq{?Iv_2*e(HthhJ{?
zM8G^JFG65KLIjL54ik!M>$pQeE&={&#TU=tw8>`RH~=xB6V;!|;F2P%RhYq7;!>Mk
z_MMg#nWMqOsD-A(c|(^4-15KO;j)E`jok|i;WvIBq@~t(RGsTzPzay%{cu>o#X*OQ
z4kRt027eqC4Ix&X;*KsL2$Olj(OeB;zJUaI@U*s85H1|g0?y`l0W|}Dn{G<}(ZzhY
zi)jG%UsunMA%yJddUxiO!G`vn60T#Oaw^Pje)n6`NX>@U_Q+OPOZIQGC<8#i2l$sJ
zRR36&xc%yRPi}JdmtKT&21&&>z}|;}cuBiN<Q9Ddhhr8*hO`|5G8um7D~cCd)(Eg4
zGJHga*jE>eW7;6N`-yeZBT;Jr&}yklAuPJ8r&y$76cU6~29j&GR+!Y6AiXKEp@@TZ
zwicpT0C~O<sjWUR!zY{odQ5`$8(W5`=4I!Yv+L0T$q(+M9M|v=T}3i3qDUq%9p=RS
z2Yc%MT7E|irVP;euM^?sQ@s7s$ns{A-6EA@AoLR}MKYvmXC~+66o67c<>Z0e0yK|4
zV9r@(7AHs4V<ByjCSaDnKZ^M3&6<6iLU;bT>8E2#TR4=Gzi8*~xaNN#PG{u>NEu1L
z`BMvMjli8yM(}p|BFvIK1mJyu1Rev~O2Kbp{&cg1AmLhYr~%LqUB92D_97NF^6la$
zK*vxZlGmam!Bls_3Dn#s6bQ@a=_6oVjaLN>r~0qTDQ<0Hmbs&_=$hv8J3wp2|9~Ok
zX1D--FiRLY4Whi3?KbRVo)uH|l`Gxk?T~KrFK%rP*Go&eipqWv!fR{)?Ck|p2KRW!
zv{ZU8(;HiA4Y$ZO9_$g8<9~JuR)I>jM4BWYoegyktQ{u*^0k}4p6>5$P3&(8b^H=F
zb;j8Q_>B!sV;XNoon2wwI~fvw`$VKpTUb(CNOH%lfXk$2&s>th#ehLhXbbgq;ey|B
zs$=34h^7Q$o$`>8oY5G-@^0uf|1+T`xLOoHPoTyCeyXvRfAm!0e)Xtw*%(wCeTKWk
z%$i?OPdqmHY~PXa-~i$SHYixdLzXq(e;mR?gzyS~PTTS2Gtb~@3kd!+|DG3?Xk>YT
zx_rFIe|&iWVk3yr?T>(i*9%_r;C=w7Ip=uhddDPC9^S^|FxOLk{Aj)SVfC_jV13Am
zIJk}){(@`Aw++$$9ivP*SmX&%BeiW(BZ@3G^#a7}#bQO!O0#HMycqK=MRl;pXItnT
z#T8F_&eOgrHCmPFc!0Qc3g78`fOb`QX1WY|pPNyff7N2Up{(mWs(wS0xO6Xm5lG^h
zRws5mdb0EaK=|qhQI>-um92CnouW_0x=aD(uX%(V0L%vqDLlBpUw&<Wgl9jNVt-Ng
zxlXA7zX@kjF2leGRo-g~Jqcpp4U%%SMN_w=>IzftsER}Nk^|I!^-(@>LfQn7C8|q}
z#(GO0n)hH7zyHE(9<t|-Ua45tg*ewx?&~cDf~eHsPqqa?em0|sk+iqQU#Yl7+cZiU
zcXruVt4<>ij|S)HgdcXA%#vIB3>B&MY#;!Ct5X94;f*6q{LNY8qyAktk0w8f`30M$
zna}g`J2U4y9sw@Nev2#VW+b|T=RI_&fY-y~CuO*l_>HK&mXI!{%&xs|dxwFikaPVP
zVlUyXz1rMAV)W!@d56<0HDK0)F8Wf2a!ul~(tDbtlE+;p=X=6`%WR^<_Jl7MnemV&
zQkSNAiwFjR%TrZJu+90sEeL3uKkeLX#r`ddahb*0zNR5Ad2esGnk&$KoY8bK3qc`C
zQC*md!^u6&zxAj7&zVkI`Kxl+QuMINsNN71f3&9X2TfpR!9&z>O?-&^T!##sUg!Z(
zZ+LNRe(@r|ahUSUaAh}&&um;@VAoBM|NW*c9_Ts{(bk;zeA4MMXQ-zs`@%<DH3E=e
z$}Dz{!{APq)kVyj2L8%0N0cwLi`w}w5J4B<x((=_f`G~Ewd*6VpMp+(1SNX|A0t*~
zs`w28$P<Hf4sH&F+45!rHEJZKSk&B99^mX;QX0RGRnK_&P$Pua+L<zu-st``lq-?f
zz^i^vQIr|87A#1Beh`r#9r|-sWkXe+NWP<BAMp9{!iUJ0EMM4I2Ky@j>JXM}7v2YY
z4X^D$I?_*4P*MdEfGxE_j?jpGHe4VRe!oRD$dKbM*a)1t9GShm#>*d(go{g(VrGmm
zdQ8Cxv!J0MCk1x1UJFpW5};O_qoW|Nlgsz*nJgYOjKicPtdAnd454)y6aj5dJUqFD
z6yUN;Aaa%4yhf?C{1joCk>HTZ9UM7rdoD_?i>1J+fQDc2F1VXZk4dQD!>NY4=#Se;
zacfjOe`DD}1WR?z^_NdI`KU9Gfpwf^B7~-*_@!zp_w}v@Gx!nr=T%_w`uV(5%|<Wh
z?xX$`S_0JY+jla;h+gd9D}+EIBg>=9?jS48K4+6ZMsK^)Qu>=~&YRz!SETfh{=-^1
zZUq+P8(NH*ycl_w923Uo-@Q!ku~lAUU2WW2r;1RZft(lo?Jto28i4v9&@eALXPNX`
zeDGn4-8Uf*ONcF(6J5!3x{}|ZzeY7vLe*$#DB2Q>KIm|w!-Lu(ZzSk;Ye3Tf_;<<I
zGmDmV3|BJEqQku<GC%D&NR1dvn3+6szQ<8Az$K)9Q%FPQYGTe4_E>_Bd-We>put-C
zyV};=b$IbOPx9%2OPXxCms0?~cjpA}pLiPGBtPqsQ}wQLXwvY7apD)<H0T#5u9VG<
zn+3nEr7`=w@q4^!q`=lD>6#n8<fuT3LpwFzGl&i}4rM7P0!HNL0xL`xmuOnlIN*-^
zANhm;Nfv#;|Ae6**lEEdq1I7oNaUbbDqwrrl(){g7wN`O&)|0L8M|ycK(A216Acax
z6jCP=T75CNAE~6pck>3P%u>L?;E(Wi-GzmKfycH9ObYZ}d#{+Be(iL;`%u0S3prI~
zw`QZ?n#)GQdt3BIzo~cKRJ->o)O&~|MnvmcQLDwy7x@O*wM3)LWuf3xp7=DrKi~W=
zM5rWjOO0^oX%gdMX!%QuLrPpYFHBH`I>fal-<9#&+XGP?<6R*AB@ksa_JK%#Rm6xC
zbrE1-F4%G#i3@J0T5hm7;nPT&JF0qfKJ(Cs7`zE{I=fY5VC`t2_wAv(3_mH;dAZeF
znDF+vGtmPusM%?sDr>%23q2#@=Sy168ZTnL30lmWk>0Oi>XhMJB;S=_7s+(LM*OkG
zH|>^rKkV;rkVUZ^vFBg*upt-W?dz3cZv&E#4Zd}u^`f!JJHU7C)MfrBep_=N^?vE!
zW4i_a^X}Z9GE*O)f3xd{l2edoFH+kt%?CX$+8hn?(xmxCqNd!+hK#C(%XQi33v?vc
zwlV4KvUL86=+*1*A85+x9o=NAa#$V{5>r3t4@H5WLKrk?XsJ3ro}ERXe357kM3DvP
z_^v2DU7ZX<LVXu=$H)+(B;-;Zjxhcmg@gi5U~p>11X5dy1@2rWdpC3fAA}E|F2RS3
z16mpwu-jBYDtE5yP*LGQPvL=;1tJzeTX1`Y<V2`5V|`4_luf$`_k4!~c0~t7Hiln0
zTACUU&mc7gveZ1`Ju>x1v^RD1l&=zk0k~=pX4?m0zGy4FTX*p2l9DlE+1;E64N&~>
zAnq%`Lh=3wIW<ZgNXdei2d*^&R)$MG4b;m3gMUF;?t&}uq0@NarlkCZ66GObB5ypH
zIW;N-DknNHs60B0iUdC%V!v+`@|6bAzJsa4p|48e=UVoW3cMNMb_ib_@WSxQa9RMN
zYi8*-mu0<eth42NX!+~dKR3Sk*xpx6CoIShxkK3l><?6N;TR3dIG7Kv1FjiB7O*H`
zd;jW<=wPFiC&32WYFF{$0Q%^)YrF%KdRTd}R?%Fht(EpYrA1WEn}*8z6>;v;V_!>A
zeh202gl*?9E2uluqEu{>l=pt?x70mPS*Hq_<$6*7Kos@E`*g2#%a`++rZCg5XkSBz
zo)HS0IoZkrSb+Y+gZlh^H|MkL<DtjuZy+niT*?y8VZX~j9SD70dx-3}r{|$zLSO)y
zIf6|5YsVmDEiXl;CHF%2=Ni-A8))UUL_`gJ*<ZL!NiRiN=AbcG4z3t@QFA9k2tNi8
zNSW!fniCtr9Aq0pYBtq%v(p4MsnT_QIRb_oka=RzPoQKD@!_&QC?)_`m;|6w5P<|)
zRy82RNP&_!`|lbXTG(v#jQ6~==_#x8t!6?56F_V&DoN@K$!}tZM;mXFT#4ixwe2)&
zmW#=hk1R93*ZX=-3@AoALa$641-u0a+=7zM7)C^W>uY?odySx>_spm+_-xQ0a$_w@
z^L;Z==DzLY>Q5o`|9SU*Dm$!&w8Q9U5vEhm&8G}n%1Y|<O6m)R&j9!+C~sBx$>F;v
zjAsxR=RpL=q%EhO9jE@wmV5%hrFO_gMZifJw1WQu1Qsj<1SOq>FoIIUL(%6qV~bC;
zC(gSZ{cURGf!Ix$c#6*X4`lSZH`<!!l9N3Ia4@+bV_N4n%2o;;i32NVg#9&{{v3E@
z)Cut_YEz*2<rh1=HLl!h&%!LTN~LI|sLXH8!Muo>Q*qlEE0OhuqojoJ<VoabM~~Dy
zYD<afo3PEIZT*J*ihx7NjLhHTIW4=A!&{;^_x9qCF?lPCcQ#?N+InCn*ecA^81?<0
zPSFa0)=|pW{w@?%%K2R&E-j*^|L#JR1l`;Ia*feEDaG`e!I+6fqg3q$cI(-<snP(?
zGlm1of0Ad0hz5V}7Y7gz&=s%!H(NLI9scE4OR!v5CdK~H9w=1<xJvGi4oB(bGcb1~
zl9XR9K`MIR1$y<;ei~q=TPcPDVNuXcSM(|<83iY_ttlC(QKbeKS<}#mz;a?i+;wOL
z>bv<0V&!%+vP`m4F7TNu8zSWwh*t%aBSd>GB#sA;dzi^BD-tviTpewlQ6E|Fu?GlY
zpsWJtpgYuz3`dI%mF+y8m4aX~HpNP)I{~WD2Wg7Efw@%rx(OWX-bkdeAa!jd%QqIr
zZ!AyaKhS2!!KtqD_*4v*=lZCOG2ez+*ZcK;hy?l@Zip1xAKZHYbn(F<FrHiP?<yp`
zNMtgMoL@xn;rUVlOzrpY1N?b7PpM8}Z#~aD6?IyQ;QHmw`fC+Qs0byh5IO1~f>P5W
z5UfCcomxH5c8p;arpFD_3xt(-s(9le1Y=JXr{Em0z5^|7A4Cra+#?T>5!K?34uuk-
zUf>Nf`%HdDM9y@at}F!whCy}-W3>eZeP(uXyLU#!yik@ZwZd@=S4az22t2tB)q(1N
zm=u2@Mwbbw*iq$y&uw#z$DirwKvR(!62aVe$=lHz2>nhbbX(jF^V^+Pay<}L`$%T}
zV(w&#CIHln1DK5EIjV*)J11ZAim&t4Fz0zO+j(ZbQ-0^w%8g?87cBhM<0x?F-_?s7
zAHPKNO(+MWnW=6;gY&Y;ZFE~RUE4xFMpQDIbQwikHO-6vv7BG9e>H)Tno*OOvQKfm
zKPdTa<C`#@umP2XP<5OinXi%4<KGz!UK3di)!EI|V5$lbAFOcQ7!51rCAgMX5dr4o
zw37EYV`j?hrXs6~8i%~6t;5FEQ?ZSWvL4m49>qL#IIGfzV|%6pCC(m*H`{43Ed8C2
z!_w$4knVQR#wf+g<)6c-6{Ru;Pfn+z^!$h3iEO`Z^AftV9zAt!D$}Nd*VOf&@w(tZ
zgPNPW3?#DQ#UJf5UYtAPgy7b?uO!Pe2r~}84C3sP?~Q{sHP;Lv?Dexy@Tc%xWch3B
zA0m%6se;rI@?FJ&S52DgZAfjcn8EcjtB118zCyh<I?QW`d@r4(em1^AmPLhkqrZ!{
zhuaYKKls|M7$u>D!Lmw9si$wZVLrcDU_8)>XRhO<<wwqH7)#_WTc_Zc9}XIK|03$u
z(3bmWsl`#tS988hJ=eOV`w{6X+%>Pv{n3`jd{vOWVzFA)x}&~<V#W``#u78}fcDxa
z%EuEsB#Pogzj!->{`rrw@c`52Yn+$C_wfJ~NCqAI{bA>8j-li?rqvgqe}7jh7{emG
zIxp1gDnpx6*d|Ddc4pRZwK;^ggnpR_aNlYV_QQ={Mi3}}N5+!c+F_pSFV|sv7c(J2
zLC9dp<O-$5ck?5a|4Qz;*8|eT#8mB)-HaubHK(v>(3_&n+IYbJvUsBwQOtqMaVDIZ
z(V_nM6Vj{7Q14btL@a(1hCK`st$r&ahR&qj^D%^TS-?A&m2YbxQUhsorlyBv>`NFt
z2U(OMhz^&BY(+7|3hd%hZglIs*~P-l8PE!CwF34RbH0+OqrGSgv;UEF-tkoa{~PBx
zoMWD&tVHM75}^_y=h&jGls;s&D9Xwn$8qcxm5eg8_a=LWBzu&-caD7yXZ-HIzdt<A
zf85UFzTfw2T-WnzrfhWCBU+ATLv5u|UQ0XLrHx1Pqran<Y{%JJYCt3zpT%Fx3m1L3
zN>~OS|DE!1o=BCS(z1NbtMK21Yh8gWAe1A9%u22z-dET!KBoxq5n(pJ1x6iZSShsq
z(jYix{^C+$<o=M>`VAYiPyg-`4dkPjfdL4UO*9h*9fv{k1Iyp_gth}j8Hbs*ZvyZu
z2v~`r`1?#64;2nzgiRVjq+k-p`Z8PtDGn06V0BGglMyTkz;8!Mg0eHQiErLM5dDS;
zu$^=PB!YrS7f-N8(|LdEf7XYxTcu@}OVJO5*D*t#?FhpAdh5Es7~t=@P-%eCMvy(V
zHIUs?8Dwq@55i8;xU~V(9j5kHpfB<o3|eFg%)A&fbgbs67M;$6O{Z`V;9)m^U}V|>
zWgc*L2a5Kf63?=L?R!K8@~59xWKm)yI+ums-x>=@-Ff!l>qaI#r+r=<XMI8M`$7de
zRX%<Wk$CigH&i0}J%$I}!MqQ=S`(#&Ui6jyR_<i(mv*R`kpoW6!LjPeDUY{y1P(#u
zaa3ATqO!c4pEGqkJ3mS9!$`vS+^aD=KK9Q@(|E$SjHXA;)jo4wL-~C^IdfCjJzhKf
zJ^f4k+~Hcwu=?hxe|96adFod6XpQ4HFW+qcfmi*L^=^mQm&-<7gAfrq#PW%MZ1tA&
ztM0Es<Jz+QFhSmN^;i5PI`S-TLy(GeZv*tM&nOESrAGoHjE`;x$Iy+wMJIc3HAnyT
zQhXrW-P9jxo)(93Hm7KiaVfGr1gsb}pg$;tTaBx;@&f{RcLDZ7&N<vRSK9MS;Ka6@
z_rI`|km%kRo!-CV?wWqxP?>S&qy^|?@Gxb1HKxGyQW7<5ACV=0@r~H4><d#;EXpm`
z7Anjx=!zrRWyS+Bq_}%<rsr^q^pBHLLjFOAsY9zw03ZXt;N+Ez_0=T@M_uloCqg?9
z_>TF{AdlmwXa*qN@rs^RZqxuNi=DQ3^U1(Kr$6z9<gj;oCD+zP26UZ&l||||hqc7i
zm9@X0PZOkK<y(N!U@$823%TRW91r7`69LfqfZXdZ;#b~*QEB0U<<M%%_)6+w@2!%)
zTRDBI6uMxPU1f_Hb$%z7S|$Pr6hk^thFAHB5HXPIFiktH)r=awEMT+28H90VFHvac
zB#$4BDz|Iix<cRe!o>&uv{MD2iHD#f+}DDAE&eP2bh7TfYq-zKQLDy1GmYuu|6d#7
zwVO3MtMu?ZDhrdoB+9?G`!c}1^ZaQf2985En}RD?L3>MwuuFgAg?wVw1pG%Sv`NDI
zu(XvWTR$256Bv+`#YLgHr!gmQV(&Mq_^K{uch0+zWM~N(cJC}?5EBn2f9)1k{9-vy
zQ*!Yn4tI4=%u$bi>^uGiKK7aVFm+DE$=(Dp+tss>ZeFER2i6_V@$YJWZtnRa#jS~7
z%#&gtTuQ@|Af3*DpYAc==S~vvy}<pUn)7scb&VH>8d`>)T5wit0U#-ZD|+(Z)iA5_
zU(K53I;RF-;tpzsltC;nsJ_Rv26(E!C|ee>7R!3##oku;QXiRR|JpzU-w;Rp7R#hM
zWb5>U2J+3;iFEk_1033H+??b~x=Te%$*6TPeRbynmZ2B?dzjv(pYzux2%PUy#!1qv
z&9dXxP*BD87zDfy3uhEY!S%v^XlWWh*TgS^1Eo5iUdv{RT%cf);BaUvw9PGOS!8=+
zr5E=5pRgxZXcbs1A|amuPMOOPFOEq|Q1^%XJe`pOpvwX-7_GtXWfT^Lb_bsmHdMX`
z@>%UFqE~T^LaTpLfI}aag9QYiW=ljweBdV06;3X$Prgrl6o>AN@9uh#zG$=;&$xH0
z!9@!MyC<+{Aazur&-L$I6BQC_*Q7?;o<ab9A`_vl31}se0737`d5H@PEIk;f4Mb7z
z9+wxOu!9j{F@IE(*nkS|<(;v-w;cc64%V<RoQ|F`hXQyJseqLc>AG<KDLcfb?FAkd
z0|rIQgrSAS(zWSK;iEf&&sEmXFR|X)d#sXZym&8v84=Yh8<J&rqfy3iTm9qZ%Rk<q
zd#x9l-y2pqaL4Y4!J8|(Tax|T`8|I}*4TLVwIwy5K6rk9{SnrkGdgEO^x$qJeRWH(
z@^5QC2sTdwQT_>ueA4sy+7l`M;)2Qh_K5+$)<dkWQsZ6<5WCP9eY7Ub(p%VvAEOKI
zwF9Dhw*Ae#F3$|$jBkRU4L)>DZ*njH8iU6PBfOK}rPl*l4Qx-Jo8ER;x^H^x<&|06
zUkLeC{p9`JVom1im2Pv%();`BXJdYT9;@1>Fas53IVxeLt6Li3>*?)$w7xyl)qCYk
zdyaPt^R3jcJlnmrzpPNWMdJ211>Tlcx}~>&obHNw(vD^npCjP_%V;+6VYc-Hh1|jR
z0o&a9;&I08VXv<`DrNh_a4eD~fZte&QKf5Of8lb-OfPD%vkKqzl5(FkHYMokG#kYZ
zojFbz*2sd8<`=Y;+F%MAQ%5j;N0~<~$)7jOa>HHZck{F4O^>lpbjkniT24>XPK@+_
z^bq(p`9}=%GGe@(Z#B4f3lWsap8QsniY8!B!+LX4Wx3uMH45AeFKQI1{&TTwpRe=V
z%N2);DsyK#o6zBsI*jL?uPzUkV?4uE;Xu#nQy-iga68x2ec2!z|17+cIy|L+DNdVv
z=dFz%rLE)a(aW{Dq1F-Nwy$Ei_R=>4)0H!Kn1{OO{IR+&`)lKGrz_uA=&b$}b2l(4
zQNLMEQjFhVJGno0giEAOzP+-~&0U<JuMfik%IhBGM}{ZQx+cUwz0n9dOnD+8v7imP
z)X4%_hzX~tZes*)w&1I;x{~0A!52CnM3Ef`vxgE9XAmmyX^ima_w&~SE+XL+K<|7J
zu(6cws2srhWaauU-?P891CwA-DY!tjSR+x{5NF+oTULCE)Peg66#vzxfvc8h2TJm&
z2Je$y`G?JQmB(^o@GGz(=B2GMZ7V>Fv`^{4lsHhxv!}MeM99~b_-<mCd@?rG;&bxd
zF_wrw9(yPKn7BTzWH9j9n{*l+TKZ*9;b`@APyQjSrM}Vgbapy?>g?S#k5yy6&v6R2
zH}ba6fZJbx{(foRvzQ5YM1|YW&*r&DM@v1J9{I!P@orh1HvsK_ZKvpk%>O9rp3hR}
z5rM`yx({^Z^JKq#VsPnI<5fhUTp8;}Y5-eH(J0o=r)>{tYi1uATn&`#F~p&Rpx{NH
zJ=kLv9lgs?!5b1nlDt%)_yMuQT|n3zUo|jzMKTbL1O;ZJq3m$)cGv~+ulJMAT~EaH
z6sVN}@<|u_5!Wqc6SERK;YVPwJyz912KXd~Zj%_s4+8r_U-STmRv?<T7LfTf>rFlD
z+QaEl2mb?suoUiiK=)A9>U7l@4#K8$K%cgx#<xvMn*yjQmNtg;L=2oGsE-6}(#klX
zvedTUs7DF_e_g$FmSu8~c{ackA|XJZ`Hln3`IUV;*IP&gWk|q{?tuI|dITjW$!lOW
z6FA)pgXNP|;4(w5-0g_Z5s)B2mXLiI9-!1(M#Or{J}IxLU@@2MSogK5W;1=zhS~-!
zZTCk2n95z-HEe2X2OXVQ2w?AzX{xa$^@sN!oE=+zNvu~;@p5)pERJikg>=vI@!TFk
zdB3pU-kzVW4H3KgH?>h&(eL@m&+53}Tk4ha3@;py`=>XOny2KdM^(N}UvqA8_APcF
zcriAqey|QXjT3vWZoqt&wtT33XZIADPj-IX*U|HxbrtcD<PcWz-*|WzuMLoOQ=#_?
zt2$514(IAc;Te(6v;RTIxHFG_zb*I}dXNdENn-AnQfZC=|G0Z^nMDLL2fe*)h&op(
zRO9ot{Wv0AC*gjp??vZDb3u3o?dSZDK#0cnw?tB_?d*!)k3fJEI+A<pBWZW%p^|@j
znNX{h^T4-564MG1CjE?&G;g?_zffuqJ84_UAx>Al9sI%;_yn~bePNdt`*jCTIv0`t
zAB9(QFQ3R=nMG#4hvD$pPU7ajB<CaG@RW6gIikCIC6ZKDr*Lf&w_P@>a_Cz0nh0?=
zH4Y29QdLGz3Lrxp-v5nqlIrfha!Bi}3`srW<-pzVoJa^jc+US!e)oKA!ewrv0)*^;
z1*orsQ6`U_KTz>CIfwMb&?v75r$rL4wc_io;uW)XQ%th|9_U{<(VtyPQQk~Z&eY{K
z7GcdhcV@ykvq`w><{PS5a*uy1Gv=kSw!B^D)|gSr0ixzF;%#%e;wLH%HQ<EE>)nA6
z{uokQ1yA^cF1`sJRV`#5KLy+SsyzyR<)>aA@)&$n>C|>H^_%gVb29GVn$(c^NM(|$
zvzxzBaOr0+$v;2$X6qXn6RxCnqtN%ZZ^$i%9>cDgFYYH|AXjer6GW&$@Te83!#$>T
z;1>!XPP5_j%(pE5H!WbPUVy!lvo!oD7-O*EC#Q&#C`Or87Mf6IXBV35JIi9f1U-7{
z?;d#vH8gXy*}mOhX*)jWv$oXWp<-cndN?~AD(^U>L>-^fewQ{|i>a}7%4)9eHlBF+
z=8bq>-mj~&xhognyRuUZFQvtlrpIE!wExKfeecuHr4KM`uQ69OAxY?c0U71nGLm$f
zOrQmp<@4!6E*+{!Fex^e(VKyDm`;6!PCbZ;Db6S~Hp=>8)iq&$&K}GUH*g-^oRr&-
z`K}4;S{jxpwDo|AL)w%OoU{oHBd-O?kdQgIdoJJ(6okWgAL$6Td(kzoUZ7yBTLGVh
zCcIr1B&huO2d0O~V?8GB0$1vVA9_rI^K?Eqmi+%hpu%9eg*MbPEsf_P2kqVNLrFG6
z1d@JHB8xGcPqRz|dPf_tU%Q}7MfQZQuYa+dWQYjpiH!LwNNx24In&dkG_+QXHS2Xf
zomLQ?NazsC3DicW`{Y19d?{2IR@WFdNpgDFBbE_%&WAlHtisgD#KEY_5J*?o<Ytk8
z1EtPhm{3^hU0{<(qKgdBxdZYHzyMw~JpkcwI}I~Wzzz#PUIr@BboYzr{O9SkkjCe{
zAWUc1Zdq<1mbn6>%gdwhFj$A|0D_-;-p2Q|u6;6uKL9NFcW&~E={?so_^zvulw1#v
z<AZ@{nQcU<u^`aG7m$ElJB=qzQ0x2NP%xj@`QzA#2>IOaNyhWynbCP!;)jhgV(0zy
zbR+ZoqwIU`IP@C)71y78@M+96>AKxd#7*wMHC(&-5-EAbiLYet$|t=rmvk*2C*GX$
z^%-+0bgNHd5BsAF50f?jEp8txYZ(~@J)m$+@ww&GnC4kJ6e>=>IA6GFcyUbCa%T);
z!EqUyN{{7$a!k@qae7;hUUeVm-!2GsrSVkwGvZrSyYk49nPC~>E@v#LVLOB6+Pdqv
zV)9_m-+aj5e8KnLMurx-*L^FgIiyy5=r}WNDHJ01BCWB4upEy=!eIuNfQsUDoJ43i
z3mJ$x{IdDR!mj92rHMP&3T+;TW=J-KzSB<5W_FfV+DpJt=j^@iUqquEEwD=mRD~5J
zNd6c-tB#7(F;eoD|DY!w%IP0HG7yf06Y6FA+l)e)6DX>Qf>~a#90H_LY&tx?g&45y
zZ>Yg~+IHT#$C6r01ADb?hJCL%o-6BjpEV;blW-1~E(}01ib2_h|Cx1p%yLS$y%aUO
zb+qkyo^38Cp<hynI~WRXkXpEU`HfEUnfr8xL&Sfph(@d79z8gFx^@Xi5aDg)T1dCp
zXf!Rb`^WWIaEMKvI2rk7{Tf|pc>GnEH7X?xqUx3K@#6WQ$$U)u2Vdq}EG7E>zc0U<
z!!2?y;F(-JRlg}s?KEVPTV$xnZkTUTE9|N?kkg@o)+rYBm!M#W=l}aofBObvoCI2>
z{cmp?z&B9mwf~9EM@hgg1)*XgewV)F?DshNwLNW3HF6);$NoT1R!*-sy72eT=jUX^
z!yWSLv*|R3ca+!rV;IR)@>zH!#)q8JlG<|G;%G(fYp6wGFdJ#|yBJOIlY`IM{iO+r
zbpG!NS3X-wI#QNqPuGBY$HkS1nQb`>Ev%(P;ybDhq#I9$h#sk_O{BJq+=wP`|AWKN
zTVivMZXf^ov5=6!WiXSZ<Zn-1*gE4Xjp=W?e#5QYgY<Y}J?VJCH2KV6{DiM~!>p=i
zAj$05)P-uj-FI~>2&3~W|DI0mchL^iN9|6IaEicf4Lpny&`oo%6h<G8X%Xz&-$Gpt
zfte2o%f=0ihw*@(DiC8W*bb<xa=!xh@g*sls(P6efESWSr7zS;xoW(2egntF1C%29
z^dVMgmZKJE*a0jG2GxbK=&~^BGcny^W4p)5sGc1XG<8KmFrJe+FznfmOy;$1aNr+C
zAlm^7u0Igr%A{wA42T8t$sfPc^yS^fEZhZ}tg>tODe9l3<Qf!#iSULXwx_4?gRZFH
zM<8|@3ZYu>deI&j3Ug_qd!RwC6m`aZgg7X(%tRmg_!Q740gu|>f4eVVaZcU!FdGkc
zpd_>8Dbk>Ct3;-QJXtrQ8$*t?bg^hKcmN~AM3&B@XW#@TOjK(@65v5%$;f2@+{7e0
z*uOpQ0s_tN2?ig)erm?X{LjVgZCNHU@f1l6#p*7h>7_e>pLzxHk6{Rj{tmTpFbLRg
z;}WR>cu1sMZTu_n^QR9i<jl;0CZC_5xxt-(b4%%_jHip|a{SEG(%s)@tFz$;fM4(3
zy)SdDBpRa3zSeHf*6ohclNhw>m#5&xow$4t?PDwc)aIKCu71|5TGXFAvl~7Q$I>49
z#Z~u8ZW<I#yhG*vKAWsr3x9do@gwe?E(7Z4mQV6;vT*hRj!>g*bnml`n>}{ygk1R0
z_w{IR*m)?z3Hr9vnjNl7MJK_4dmqRua*Ouc^-oC*Dsop`IoZC|h6q8Eg2=dKIA0(?
z$1T{R=Gk{^7NxhMfeo?l)lF@cqz*dNHJSFPZ_FT7v5ds_&YK^=!B6*Tf?+yGAC6#b
z(uzc8r-r8k(vv&-%|4TsimSe@wTHf2gnZx7i0BkV{u8>#2~Nz*xM9?wN!=AHK42f5
z)qBVf3uBV8Dp#k@<MURut@WOYY&vz)4D8*9L2Mf+s>1MR5(-bP1%p>!gxM3kC-lZw
zaV2W7Zno=R(9BZ-X>@EfFZ5`77r^ITUNqBD4gLQ!52??R@-w2?sEPoa+g{XN&)n@J
z{YwY>vrY6=!?ho%^#|;nF%*FTC4~tkadXa(*{ft}5Z|fQ`dcGFaY?4@^HtwBhsP_%
zCOqB$r`bM%^#H!b^x1q2jc07mFN;M;^Kg<N{%F{3g>Ha=rE*O5IsWpZ{v8hk!gF)k
z;Zv`C1YVO6TZo!CO}yZrXF6$J#8-`g8B|s4#-C?}d7VEYL~Er=s`R3Q!$#Tp>jb0Y
z7Q9pGvX#?^Xbhm<`T^6M@eA9mN+sbwom$0W48OM3^A1R6zxsd~+$2>gMvT&m(*4{&
zW;z<`q=!7~)c9nZJr<u3Rdtg;jSsW7^5Ntvpg;J2^zO|ZW&PKVnEadR+dh96<GzZC
ziQ3kmg>EG`^ve}L&p8d;-`sw(ig1xQcWoZ=18|0oXW?N0&xJ^s7gZM3X2Adi92P*C
z2M*-zLB&2m7c$>yobQGGmzXY=36wrkNQE(!xExYET0-HrjKXbkg^r9wK#mxw$M9HQ
zZ&GaM;X_I2q8Aw#%NrNd&`ry50{bb23?EbPow9*?u`8XxkZ=<XWV<I9*Z^w{2d%1F
z-qmi^F$~TGIDj|X;mDxQOUrbLkR0UXP4>83Js282!&Q{V3oVTZ3YJ4di$^*fZH;7y
zvI+2fKvL0D%mU{m4S|jfFwn;{gV<TAt<Tkz&-mc`SZ-#_Bmif-j>y78ZlYg-BdRCU
z`50f;lD=yFMLbzRJjy^ZSKDP=m138rj|1$hx*!2UXyW2J&%d53Y;t&V@|wwGNijI*
z7qrtXAaQctyR&M-0R^i<A7_yu1OG}hr@t7RdwQG^Bw%ZPd64Z_iu5yzK(&NOwFD<n
z3gM(gh8TV#uP_LNp*_VN2Hx`p(LgRO&A-T}Ik)Z$+;dV%7`Px3;2goBx<Rc!8|dE(
zhybsqN5FbNIn_Y~q#8^s*FN7QV>~1d*5;X~P1I<IF@}W%U;r`4E&4#g@h|6I>xSRV
z)yVMNR(DhMw(OK&5v}ITa{u(~@S`nk{UGEX{a0axF5m$>rbUfz*$&oc{%#By3~`@&
zqCNIR`$(;Ul?x;e`Ua;tw<O2uQ+P%6)zJsmoQ)S-e3Nvl!S(7X)uBqSV&0k@C{7#s
z)mh}J?~FBmVFY{I7{bB!LFLecR%WH`A|)_saK<w$cf-!{I^ee>K#IWrt<j71>!q^y
zP0L#fJZo}1n`;i8Di_|`j(sLaCwx~d-9^+j1T2S!L%MSjX~{lJRQ&$p*Za($yVpK(
zi#h&`vbcosb+w!5wU9bseeiWPBBq@W{;@r5unJAJi&h+s$KW5H^^$O?>W(r%(hl6L
zmSGgtt?Xg%uYi!W0RwNa24Dq(aFhWR*v@f3QTQG+chj>mvwOqkw~vI+Hm+*8|5<(a
z=c!W`IePxdmOTA0=qlNY{AJtF>x25!yP+hyh-CJ%C)}K83HRVi1JKH4$W405Q^+-C
zae0qPw{-Al?VN|)#su7n-mCnq_$n;-^D?}#h9cCF`?gBPo79T6J(%?R#_VZ$`IuC^
zGwZalLR0?iCfW3TNHGBtYQm~bMWVK{Mh3d>^eC|YW=NH-z-0@WTHjUk)r77UY_o75
zvY9XW)-+81bHf5EAI?6E(=p842o8KzBgp?Jyp&yCx-!gynuZlwYT5wy$cKJ~+mtr$
zw4x{b^oZDD4wg^$gY5o*I2z}0Mc_f-!h@4c`@bS`CC_S#6Ao{e|0TNhZBr*amP?mP
zNv|pWE&L7m--QWOm*XbtH$27a>Kth*zJXfTyx-M7R{FOH<L5!A3I~ML=|bO8yTw%U
zuT5L|1gbB27EwA&AvefV=CbWu>hZJPYgbWz2d}x#oZc*rCRHz$7W4TLXEW}5z`oSo
z_BdQUTsS%5udA^An-Z5FNnToWk8U24C7JcLZhW6za+?XwBWg}X<$D!mzHtnHt$?6p
zG+u8iyCsr)RRDm4RP=;HvcdGi^ru~CXLWcOAY0(U0$hb&NGcUL7{sA~kQW~Dz4{C?
z4pP6kx{Lt08UN0+QadFq{+*jTQb!dWnqiFV$Pau3Y_hIN318#yBCGQVBIglLT)#jy
zY~C6h-K`j<$L%BPFi!W7*Y1U@{U)nR?DGLdjUe*c{^oOlh5#tQ0BbA`V=X14oBW)j
zDhLNmOK7C7L=ZIW+9yz3Kkmt$4EX7#a&`u9o5P3eKJ@f9Xg+YgnxV5mx_r7hSl18^
zC=80|Lx6>rKhO1lYDhyuC@qe@7X~!To&PGc1(+Hf{0_H%J<*U45Pj#}fNGwM3`RCY
zukwF<Y{Q#=?FW!SDF8*8BpXWZ(CRUw1_Mfk0h?=E&?f{G!*dgNd(!>u-~s4CS3$jZ
zQH{GJ-3sb%P1W7n+5r!@tL`3%zgtQwGM=yO2=Q@46WS+@-+Tr>3;FzFb0*0gnw<>V
zH!zfggFGuS+obu~$d0qw3#s0YcGR)9jS~Rj^5V@&|MXUp<*Z!OAKB`0#c#jsc5P-l
zA!ADjvtwTe9&(lgVW}PauEGa(cgs6@lENb;(|&OrXTJ+EnLAkmw`+mhAzVPqD2N;f
z{M3uhHkS-xzWG=X5t2gx4*?>G&HK|@&2c|g`mbObVRmDbqz_`9d`*5#qRVG6JvzS!
zb0MLv3KR0^&OY0>^!$=nd@y-ewo55}GN^&$3~#vU3k>wgL<%L+kL;UU8p9oea5_|O
zdEw<#Ds`{H6eaYP#`t3&q=w_B|0;XzT-B4O+HdQzkrAv;7BGX7zHcsd!Q5+z)R*<s
zZ}5*p`C&HNEBgUGrrrt)lTmI7t$N|GZN1IzJ;`CDh5eO_BeTz>q?S(xXC`Nu`Enr<
z{IA#6)V$;OvV@#_ldT$iNPzJrq3XG#Jv#*t+DEYET@$9t6bk}cG+2SjHw+Kg0m3_F
zAHh2|bd+q@i<-Q_E*`1ao)s}z*bdm9n%X0p)FK<zm>L5Q8UtN=P~aE9k|zg?!5fU9
zioEh$s#1|PBS2mUJya*cJ|1hO>;eU?AU`N*kt{7<f77s-`3YyyF{7#x6EJ@a01hXY
z(6Zw4X=U;6qr~>hp!O-fZf4Ztl%9O<DBB;Jlt-g)==|h6PrFd!Y)2mMar=m%3+^fd
z%_}ReGy&X;2;UpCQ&&O|fE2u}a%mfTA$F0l@G~S-Nz{*HSApPl26@8vO3I9$2uSVb
zzKp#DXev>I0@Dym+tk2WHoRCuu~l9~FiTvn%{X!DzG+jL&-(O2*Op^r&E9OodLS(c
zNFAx3vYl;oTJH(p^BZaK1`3$^{xPZNfHbXOThP@kRUio<C6O|2T%ri{0&}4_HXZ-;
zQF<oJ^rDcWSf|v1*z;W2_Y0xciIDkFj+R!AmH-nf+QbZPZDwt#C=sR`1UClUn-pXc
zQyEhRjQ}v04QIYYTTcEb_ad2nRKPN6(YsF01Gof~3ljbpPdD!K3zN>qdyR?|g8%ow
z=hEp>1Oae*83V{Nb&Y2?rEfICneW{wdryP_*oL3~R$CbXfPV%W&(3xE6r$@K&+Q`c
zOhi*l;WSiyJMF;@JZ>K0l8>UNp8J@^0YC%*I1;aoLNcT~^6iY>Ltn??U(V*`-`Gv~
zQ0cdrrE`#jdBNwQHBk|l!y+!fEy}bLgx^)AQR@sq#|F}1!?e2|2zMGWX&47yI@m|T
z6TfyxDT{91QMLX-`At!M^~Fa2p6Y+Y#zp{Lu?!wV1kRT{-Fr3Jz+Ds}1NpC4GH6;;
zA?o+B22z>Z-Z8_8ee7kpHLxMK21F&}^y;cer#Nji91FA)KT*Q(F=$1=pz#Q(0zz%>
z=)LH^|Id?z7ugQFeCyXoKHM?{tRh2%Ki7*c(X}my{bua<>fO<N*`Rx!{Y>WBPee6`
zs><EbkN3tu8H}0g%hRBER+FQdi&wkcx7uO~)KkX9S*!(C%_K*nwP?b770JztWD}fo
z{qJj`pSY}HGpyQ%4Vy9UW0!V57OaXpLnZ2<PEZI)U{%fVnTAh)MvPg|E$G+-7}3ej
zl<rH15s+MJ7IReX@~>fQhw;0Gg+H>Z?!U>KYyacel(T;#{?e-g<*}DaN|T4bW=k$!
z$Mr!@iV!KnBqx{S-VI`|G=eZc+TL;AbxS*ExBp!Ws`_j=m2w?tA=Z$*wz)@i^zu<<
zJI&zG2+Cq0Xcj&Yu(SkVC{0v)5{?@N(9|H9cm_%vEF~c^5Ksj-Hdc!VKqO?TSPPTF
zMxzQ+Xj&o0@Po;;kx}PJ%-ZWTXU%sbD>06RAHnVY&rTnTeN1!ierBcV0RVJdL3ek5
zv=Ey`Ky3m++j^&WRpC!#``NC%2-+d229qEW0r+Q997XLm19r!NrXw{C?dhvFqx>AD
zPDMJ==WuW=*`|1w7|a9n<>?@@mKQgRnNZNw{9X8b^k=MR0e<9N%1;t_>aVfkc{XVX
zWq1;VHT<%3)xCW>hF7emaXq*-(oFQ$rv$UD?6`=fP+KD49!uzj`2wnHf|=|x&IA=s
z0(Kf%j_T$K{~Z7l3qncN3<?R#d^Kip2qWB0RC!GA6DtaqEh`ojYPZ6}^lX5l<ker%
zn^$vdOSq0yZoc#TbK~GFwS(HQc4%cgN7!08z<3dd(*_#Pat|gbq~qv;*`|Y&LOp6@
z^ZrV4b?KW@RaIXv4}N}G3SfOdFu#In^54aj%u+fU<o!K1{y1K3JnQ|fXE0ZXCsZH6
zEd5=VmbVJKE&o&W-Tbu}ZqBUj`16uKhT2wm#x*;2-RA<q#+vjPhVK|GET+r->}@dW
zflwvjiv57GNYuR#oNhkz2&Nv?+vgnBS<B-hFD4g_qlOq);v}iG)Ga3}T#^vVgL?fD
z(TBm01rhVq-8SL;Dzjj$^*#Tw(KS%Nbf5`uh9?t%r|>*rc7v)p%kf&q!uH<-M=TU7
zMXzcI4*DgpE5RU;=|?t_ZPq|88d9)~fSfos7ab%F2^NI}XBz_QZaRHr;4N&JE-V|9
z`iPsw7Np7!*Hr$ujQXfp)f#Jz1ibMAvLoUPp`CYKjX%lV>iZPP#q)a%37i_SPEG(t
z_X+r)1jo#}ZXE-#l<@e__EjLe0oqZFv9kdvtb6~oLd;Pm!@3#FS}!#{!k^l(Dg@~u
z69WUptsmsC{RbzjIYK+oBD(K@K{6EV)&_tu?z)2jZngyn9@ne*q>AlgvAQw|2*K^f
zLtNjbdNjj7@u95m5L6wPpLfIJ8KA87X#faVUBOU{8Q=ud)eHmiO;qa(B~>h2Mymo6
zuQsvoldV|366qI03uYcX_$n@pN`Lk0`(_=+?u*0A)Hn7iJ9bv<n~IY&ep$6Ap48U-
zwhYq{ElUKi*HfpHi*!8zl#a*KZKAa>g<R^+8i4+?G2`cMy<Ob4r-wV6<^NKDt&aL<
z{)Qm(&B?&**605=lK$IDwsidLJ*Z5qvzZ(D6aMb?Qd;r}slerMWHH0Q<qY*}og(w?
z;LhVK04k~2oVmb)HP3Rd5ajb{`1dCue9wl0b>cot39+*O=YaiZ+%LO&3ebpje2Xi4
zwN(;MEhJ@c9Yta$E69ecGBU(@{eZez!jQfo@?(Q{GYN8y1!N7dXa-**wMH7OVI<|a
zB}g_V_V^B+EFyr^@%_XM8g;I5P~TEIv+9}jZ3<|5Vfdh!`F@9QAmLWRPgDRJ+LbDl
z?DvAEqkjgzmJ@v8Rd;j}CYGPJYwy_vCmDC}p<%;(=`jcQyy=->#6Ch<<wjSNTOENf
zG^H;z<u>?-v6G7EFfR-OX>Y?}S~INM*xq~sY|8<1yZA(qz_v#Ht#jN_w{=cNx&nxh
zm0M_o*hTQyMz*tjJ52nLk59QZRkCpE5H{g<dg2y8Q5A1m%_-guh~p^>fjQu#PdS9f
zob@j`>qR;Ed-vKtZw6l9^c~&WY&5O%%60oD=I0W#<r1^u67#C^U72E0uVU6O#k?QO
z6dV0`m9M%u3_!39qX2eYPqBsrSpOzZFKRSTsBkO@DAr{P+K*-zRxE9@Ei<|-1%fTx
zh|?%f`WIf17X_dZz(&veKO6nHG~jHzs#Ul`5r_)9PEmrNS^;4h6xHI8*HA-yL#%{U
zDKegovq%ucUW5&6HAoYps;WV!_&rm-ObHN1;FYL}&U>IXz!ol##|9w?Xv+N|6k$h(
zsw$$X=wOdeOQg2GD4$st=&5A?(yf%{h4H7(e?9)=Uyct&NKo5wTu%I23%;!uCBKQ4
zW!Z;}upeC=LM{hH(g2Wlzb12W{;Nqbf@uLp2rQmdwqT{ACDd}6gD`__C;&Rx#F2Fz
zfgckN0xx%Jo4&}cHfOo-*I=3Q+5hCQH(rnXW@+QeI@umpYWeNx`$b27Mc*g8U{Z&n
z#nakv1=&9htqes^LmfT=$>r*N3y>jH=aSNXqJmZp-8QY`OWNbs27MZVXCaehb$4;3
zhQhcZDiR%o&`}XSBYrhDq)_r{X`|5K90<b?#-K?m;9Ux9FIHD=gj0dQl-YP36pRNb
zVBj43Z~5~8P7F}xyW;Os;paZG|A^E?hegXw190xmIQHZVKO)bEIUTn5RG5P8lT`Nw
zy7Lo(MXP|sHL*W`5&v6eYk7h@05`%LM(`5c7!4LXA48$N3<vaUeYUZWKx<5o)TBK(
zF|^eA3aF-GAB(@mw#J`~)=LWhJ<(xtKd@*GfQ&#-N*8}4@GrB9T^*b$%*7;_BY8E4
z1uUqFgvYP<p}~S}z|mz2e+1G5Y==6!*D?Xws1ULaV-0Ti+gE>o>px3<iU21OmbY9m
zD$KwGUoG2lL7sO}5x6+=CIt%2jD-<0tp=}OGK$+v@S0o4inBv!sel_H0F9*5a;aUS
zjY~3%zXJ}e?V!OTAGI4JCj~egtcANSe0UOdXGrvwC;Q7g;T74Mrn%jt&%ett-IgBq
z{!zhj_)RD$@OI7n@Xd<+dM51c8*#pgj<o(VQZ?pmZj)>t5BN6<R4NKrWjMf4jnACl
z;5wlJf$07lpVy{}AnCmITQNsBFYUfo9-nb?FeUF<xS3d(bSv5$!P&JH>FJ$y4B;}c
zCsr(nJpnQ6MM@Qgm)tzL`RGSDZbxhTe2zJiL+sk$nw^MP?3W%SE?V1?)qHjy+aEpt
z@I1$|rKO&OVpE>6?fH2lno{5AqvZIDt%UE-!Tj>!(nuxZORCTQK51m+z(8MGSy8su
z>#g_E{Bp|g+Y`sEEw}&p<g^@U*p56-ajPval0r>=;YdSVdcU}P@j0NqFiY-j=im_*
z<~8pj;kYQYHX4Kvos2;Malshbr~zFlJ{Be6?;pToS>|jR@8f;V9#Z^Uk2H3Ub3AVA
zCp36rM9@(A4;#{pmO~z-9XwjaSyG>Ms^y*m>-}dJ?{jkkQ<u;92iy0X&nG+`@X7JA
ze7TxHgoLA&4?_4(Bu{{rGj<=*Nvjtcn;66c&hX_@R>}Ag9V{7~_5qX59X2fCgbm2<
z9%LAh=37yzt+`UqHFFhDmohw{_+dpX!!u;C*8$a^b@2KM-Nu(?Y1%GhVfeA@14^dr
ziK6kg2IbtmNBEn!Q<OFf0<LOS2-{j49(?)|4qZl-5j=!jBVXd*|1%qq>FTYEknDiP
z+jj_r^V3UKvF?5x@<2sQheCT1d0B9<hR>ma`=OhB#j3t<M^n{!d|)c%`_Q|sT+D<U
z-k`yN>_y$e+<Hrq&P~E7cpMFImtx$B$7`m4$p?S-x#j<2yj+j^%nPliEy-)eXPB1i
z{o1V)ip$Y)+HBL_ncjrI&%%tsfaNJZy7p3wi~GUoMf+|mi(4+Ivx|G?2iheAm+Ege
zc|Lbpm<j*paeTMs_BG;o>ulxi2CH2@@9gSb6W4+8kiTE6EkX+vxr$y_=6t%WzNDeK
z!*c?=#c7e$Rh;j26rQw<cmm8zKdzv}$v9CyN}DOpt^<y6lVOLRzBet?I$tzC|5Z;y
zAK56UI(t{ckQ&MV4?HT7rj!4+85C-LPc{rqIK`nm&%WxY3NtW#eGgK954weg8ZdH5
z$gNXtcU7i8D^^x7Ol`W<KD$%mQd)O%^<-9wAJ?!k$uRN(4UG-rP_q*dh_%#7>;3uV
z`dZ@}5T~+hx%Jz}zOXJt*mm`KiO+F$v1RnvwOk)fqxP@HVSru8nu$Sv?Z2nW=13U^
z8I_3`Z%x}~+!bWz`N${lBc8t3pbtt6RK>}h8-_0+roo^C=|uFX*z-DgFxpeU4b2{8
zKvn0u&ZrY!^!)}?bZbu!E!M7g8e8>ZrRMpXz>eSzlG+~3s~uIfD~>j#q#vRT>4UZr
zU@U%w8f!HzWNg?Dh<DH*k1Ks!Yg)=QI29Y`ijjl#MmHa|UzVbi;aQFP_$e~#(<f)3
zKU1}43VBRh{#o0)Re5{C8WNh$3#_j8)T1w=dMK(NQ7oUX17<;dRQn}6?R-D+j#lP~
zpc}fK(M3FQZMXzX>pK$)%@i69VxI@HNQ+)H^0A|I!D<^A9x<vRj9S((TYa$_CdkU_
zvw%qc46CZquc^J~=Kd4NaXWb{eSCC@e;p;OP<2Du#rv6q+cVO34<MN?cg3~Bglv66
zO?^Th`h=<?f5D=xc>f&j_gFgROlXNYMqSEe3M)^V`daCsy?Tjd;5Kg}G0)@l&f2Kh
z>rfQ{qWPd>S-u*Q`e2(}<GCjP?WvV5i(k?-^*`T}``VBPXpI{f_#ZrS(rxZ1xZMOZ
zVFII~g=9<sP6ad`lP>DyB^y?hfQOk}5a>F}_<iMv(bRNX1xH}@?!AivYi>U<k(AIQ
zEi=!r^xi?Z%>_h_8ZwKS9e1<l`=z_XLXy6HA?CGSh7ZtT6CrOcu?WNcc{bL@`Eu@a
z{;{Q9GqCxlo2L!tVRL}fX&bHmrN1Y%+F;v%>eR>aG#Rp6TQi~L7maYf)y8^5@^1KD
z-eoIZN(ui&b~EkUv4RgnGp2JMdnbu5AQfq{*Q!+w;Xjd+|HxEUI4IWo3<zViEJR?V
zPcEt~ehS%{c5yx-E|~4M?fDS5fQ&##{2%T=ZCmJlmMs&lykx}3hmbU}UuVaTe^8#y
zty!iCn+PS6j~Fo&l9LQsO+H&q_W9DV`fAzl7r!g#e(JaVn*2qJr(ILuU8(`Zr4SYW
z!x0Y){f+u*KjKU7@V_@~c`tJj@xAI7`|ChcDsB<M>*kK3v}NwY*k1voC{_V#It~MM
z+3eqA0AP6?)@2za)zZpXS1!7JB%(?uEJn@#Fp;HnjNTr8`<$9=&?^?3uutc75ig!Z
zb^ZA*;ehw?-tC)6CKDiIH(2=!-(U^TAgre9J+>$6NPj@rzWXRL^zGIZH>GXP1lrQ~
z_t5LChI=r6Afom*>B$y>)^afzGfBC>y7rBN8A0hFY9-QEA~I$ZF&Xl7O6!M@UIbzW
zpYG{|-fmLq32WnNg@s*xbkUj#3LOG#@ZJ~_$hi@kEpscQxX}}1b@JnIxjOs&u9eru
zQ2&;}tS=p9;kYZ(^c}+LmXnjalc%lgly!9B2Qu!;br=~IA0C0xkpSQ^%_-;7*24O_
z<WGL1p#De?X^jFrj<Xt;#097W*=bmUm<;!0`OYPC@GUMO0`H@N{-6hy#|X}`4pU=%
zo*t5zuliJugBp;@*e3HVTp;AXL1DJEu&>HB5+roxEhuU}r{2~wNHnxKfkPBtFyaI2
zbJ~JhQQ;TjM1zwNgQpQd*5{=l_9UCV7-4|68m1R^SBPGq7X4_NDUeJj1hJx`-QWrm
z5`8b0_CxdT`j~`7pXZE^L8}16=WadK$$TO$opc_%8Udn+9pz=$6gkK7_hY&XV;~nt
zDn>xdB>js3m!v@CxfITo`N_)6?YD&vb+3(n3%aZU>R`TOKKA(FSY3f}Jj|DK(Tsyz
zKoyvdRrp#{=O=AEJc*DJoYV4eej=ML?YSLs4K#8RC4&vSd@t;>+xKf&B)w58m|hjG
zHV>&%H&MtylCp-w)#&80dAe$Sw6$ooYMAieGV{yr;L1N6=S|SUBIBYqtMr0+_4iY#
zEc9j1E~+(iCiCcQz|&s6QIYP~f(0)a^X1z8ETY60Uwv45_5LL@$mmK0(m0RU77g@e
zbgX4?ia>^Fe2%rJ2|6qDJRK}D5V82<{FAr}0#D3W<u=PCYaAx;PQ_UE<i+94&)1(!
zRh+MP`QXibKUDYHcL^8wiRGPAX^pjxx30e(?7INv5U^OYd8>l77}KsVcy}~<X}1tH
zw5xb)(CJnBo(6^v3Dy8ZJAJj~Kv3Da|0=@*!<s{uaQ(R<<_WQFpR%!^p8qn&REB{C
zmMx)Z=n%c?h^&HmumS`B(8Sv(=__C+MBYKhk?``rBa}ZEzKL0%@8y22eQL(laB)q^
zqH@RWdhvsid(ZE)YF=lh@BY)Le=^qGSV`{B&+ySc_VwJH&n-MiOS2&Ox-Ga8LgR@B
zpVm^pBopz3QC!Cdj~B<&0BCl=*kH@yX@3b5Av8+D)*(h@8UT;HzoO;+vY+=h5fW`e
zOG`p7-b0QaNY|0Dd$=3)>Vj}PKpWrM1+7{Xm138;&v;j>$>Xj9c<%G}%W@1$2p+Qr
zj;(Esuz&hERMPOA1fKkXCbX!<u3@iy>uLh^^BF`rqwG9I5z*-?b$jNJa3IVkUx>H!
zcalCEp4ic(5AwN}boIxXMA=WNmQS5mn1F>&kkXHz%okABd?6TW!1ed9TCW79={oF*
z9@XF2c)wvbEq1@@CI#RDr+I|7U;3ERpFuw+)B!6xoe>ja^55D6ilo@nzm>jlg6cYG
zCA)foEiKiY+vMkq>)Wb+yh-T6D<ksPuy`eCM~l#YGdykTxE+<)dhsSp{oG|cEV2>1
zADUk8Lj$|!-%4WcMJ4`5S^om)U%vG*@9x;6WQG&kJH@hLzfsCGAE5aS%vAV)RLhTB
z?hbutclb|S7*r(Yh+az>wznf&?n;uq*Qe*+HIiV2P-c1mCerDgmDd&uaNb+V|0NA<
zc~EzY&!`9nn?~|HwfSHkGuwPJ=Qu-N`@Bmge^+XG>~j!$MZV>m?@lChsc(fhac`dp
za2mgPyd^euo!>>P+?ASDR>1gCx2u~*Og#|w*PLkzv$-K2sayO?Bexo-Z#orZ?`quN
zH8MSUVlna9t^2L!S=;_6I+1O}enCj3-q`}e*d;k-<H&g%u`Nq)RKs_O(g?}5rf6#9
zU6&NU+9`a50>}N^hg|@xA>J(Wu&fu;V`DkMe(x_M!AEMXsDL}^Y##PxfDq&z5nmes
z*BxZW8bhNx!frxjv2Z5A8&`ukHFP}Hpy$I3BNq{N-Jj7;|LQ0kPU;4Z%Fu4tT*v<&
z<HV)#B{(ktFAQ&mNl;@SUP#kl;DROta-veVoC%Sf386r=Cu@7`XP{h)JwrTFq4`(l
zz@Y^JcmX(Az>ttmfV{%?tT}8W>h~k*u{3V6?F1~F2@#SUC@`t6dIzI=Cr$BfT_#c&
z5^+l;o302MLc^laA@cmoaNPT0_6&ftW|Dc6R!GME;kfvH86B0nJ@x)y5y^~fqz=1V
zqE?0>m&eqfkKw|mP$q0o+JpIyVWS7F)v$9uz-@L68-9%o=DA$VBXx8Y1LtZ_1GFWE
zOOOoYAk|Q6)hcRYbSG;c@*QRk6O3+0-Qc%-ndD%vG&-v?@>_Olj1lBqS9@ZIp@w7I
zvfCEoGvcnRe=Wob6_Ps&{elp`-ojEhL_y9aj)(27ohum@r7XLCZqKMkak#vIIyn^|
zABVqxCrKScL|EwRrIP`bog`w>)6>53{L;^Cw_W*3&E8axY@gH>1K-bb`)-@_+`ncG
zp4O*M{y|k#`SZ*k%2X}*$8KF(0x(V6gHV>AC+scbc118#v=g;MyQ-xGgKtn<t9Ht_
z?3|vaFjLDo2@86>GQ=lR@I{}+Q!zXY&{nIc->6YXE=RyFi0MQlE};tgao&hEw**Zn
z5k22_-I9R4ig1rx!i1AfG}v4EQF(K6vvSZ^=a9#o=UPoSZ5TF99PYSXTiI`#{q<wP
ze1<*Y>pWyTO#LRIAKyTL>~`(BJscpH961&s7p+E6;`-Jp-C%8^3TWy87N|%#g(&()
z$6ZJjV|bHMgs~?h`c_~nWZ1<s2r0#}NPvX5C4{<OJVKFTD5_7Tn1!i^;zy`FlDf4{
zvZ(Nbi(iVE^`BAUx$<4>3y8y;w~3)TDK{VIvW~n|PrBVhP*s<L@Jflqo=<0H8l;D;
ztAUO(Xio>xkD!t%0%nqfXLOAFSpPd6tFXt^_O9~9;jlYBrV;!=TR?!kV}edQID*PQ
zVbDa}I;Qo%nm0T(CWLvnMQ+Lh5UyG|*rE?<Uwvn$&D^+-NiTh}@l#8~z<lq5sGn1T
zFM6{<Xr2~R_Ko5a;IhqYRpE;HxOsB$pp-8Aoomw@7#<KYS8`EQnR$b{go@cJ$M#mt
zdr`nY5m-h0J%FYJphI7?KQEPWYcJ+|X5);->s-+j%UjON$9midOU%)d{F`=EqsPW@
z^#`#5KII!I<@$!|r+MRJ{}~UxH~mQwxJb#66et$H`c2_xcpu`N3`r2Bcy)js@CC-v
z{(d;rO5<<cKfibW!tgTlJjA|+^8>&E3qZ`Xw#&|fL}0y92*a~jJ2qXWOyT=fI%4Rk
zp#}laZYa}t>>$=91feM8HGd>XfXztDnh*ey1_=y&OD}-5*yPdzZhBEggfI!t`+i&g
zuF&|KP$YAC4#v8krWGl87CJZ@W+)05795sh?@6Yp&W8dx7AN)~HKdGaN3u<I$r54^
zs!G8|tA4Tot}CQJnf>`a?V|A;ooaVD!#UvXGoZLPZB@+2u!r*gKryPuVPte6EV=~R
z46>nG57a1CI1GiYKeHyKAHy=s)K(DB=v67IZLmorB4oB(#HYU{z&)J;NqRJIR<njc
z3ihDH!Gfq{sD^5k8gdZCZo!ARFUStnRFw&8easSLMMAQ1P}<B@g+(4P69bB)5CvcK
z=YU5IMG?qX5s5pyFpZ=|)t_B39GXA>v)E3@^&FPwg-*njzRo=z-@u>h#*gnA7jYQF
zO~ADD0`x$iN7vti--BJl>Xh8ml;H|mwK7Z#xn3ekn{rV$+j&T&oGqqU@@j#gK*67v
zg?csLjQQ_@P|G4moH?xVFNS|c{vpwo2#%`!tok%iYkJikq&&*ERdPF|J@k^pWwFyu
z{i6nbpo?L>d6o4h7X9TTBY5=*pVp4L>CQr`Vmr))GFWkAxJG%pMtQVed9p(7rNv$l
zJQq0l6`@E78d@8iZVAOA2Kk*|l^u;*PvvLS-0#@Y6XO49lyxu){ee)_XR97rj`UCV
zm7QBj-pTv?rZDMMNum};Q+??1(}muW2v>F1iDUP<R0I%nIxkjOX=S0jKNc)xm1<5R
z{cN|r;%boa;!;|o_uIpHTo-w_f4kW&_7riI#UpL=P14J}+5ap@lW;b}vbW-R^q*DO
z%k7hx|6*ECB}q6o>M8gGMkd5A3BAtJ=FL`%o_|DHyJKrYqN8Aq7m3<osT9T~YnjfL
zAWZ9z>eR*z3B{#da|l+%<*`t4h7ToU|00*`493A>1$J>ony>ueG3A%@+&RnV56SDA
zP?7{_&(F(14|rlBCr_#%SbV+s%1zH=dLQ87f=~l;AHkvJ&!Ga)PDP4pp9Q>(^-!aS
z(njVBXO1&a2dgzRrHTEW>p^)oX*c?lSRF5%AeJq;1)FeSrM*dS<zJm9Sys-A)wSWp
zo?}F>^8DbAkTal|SwcK3Ianh=p6;A||I?sM1u5x{;pX_~D3DZNqpv?(;GA$OFBz64
z!~+bPL#=yJVN78V0y`O|JVBQZ`lWgb67>@|iyqKiKwR2iP++1gsF2hj&7_2#o)nc#
z$@Y7kQ~LY-1oNo=;QmCLV*{5zuM#n#w-Td78b&=VAuo}RtfZSLCkc+^wZdJ}#L*OW
zZ8e43#t|jIOBpEkp{|Y3P@9h^sJX@ig!~+NtJ)j|1lMlw+gn-I?Qd+Zyi54y=R`W3
z5z2itfbd~Xfqif--TB;HzczTKLDY(O4&(K9w`*Z$?M&>UkCv%o=%+uY1~*Rl>^D{Z
z47$~oxHjiJ%_;CJXmqP6^0IR7_#0Ti_jn)XcOf|CvXa@k>zhmOuRJ}c3urHXqcpM>
z9pUkqGWw0UJS0x8$9h2{nKe$dljr3PEglwjBoO|m5QxS<2C^qIL29?DYK~zV%a?h$
zaBWXyo)Ch4D8T@0lL=&Q1i@zTOaq`Wq#5$b3KvuYSk*(L--ei-Q&*T|*MtKj>dQPX
z^co>*$f9LL#n(mm$vlu?ngkNSCw78CoN$ry%bB1|Wfj)^c__#zn8?kzA;<Vq?pKwW
zE$=@HqA2jVm)8WgzGaEIi>#w!&5(w)aj8;Jjmlw=swRAzzWgP1-iS8NN|GHaO^r1L
zgH*{dJ{TUDB_&u*7iOg=#&9ZT=4DxFh=(l>tNt={&hK$@zDy6!1Z%=w=)vcq$1pWj
z9dk{UR+J%8{o68v2Q^9q@G}7j2i*!MZWHd0B+3|?F}%yrc$J4tG>Y)M+lDp(7#UZ9
z4kk`lQv)cJ>Oh%HLNZx(XNUqLxNJmB*pJQf0^UuGHMI<~pHc2Cy-b(wY;}K$^5Pg)
zTpapmDo5#$t&-Aey&`vg1MK9GZ);0w2vv4NrtX@|+Z@dL-MPUe%brl|bqjKC14BCU
z*D*`l?!~4_)ZXxX$rW{<(r7+3edp(=*LPzEX86-E3N`p4JgFP!ns)fhe^&0`!P#N0
z)X1E?KKYRnQN62qH`3j&_9<y9YN7P~DeB!8v2%!6UQPZQ_DS339xU*p;lGZDgu4O4
z`EnmAD_<MxbS;CJpdCg~*2S)c%sHvKm<7Z*150yRTfz+;ifWZ&UhNHD+)<z~SKZ~s
zJF$9uu#43|&irj@)eYCl?`-Fxdymh4pT;!7!JsJG6qw3uSSlfd)*}L9sZ$hq)v6sf
zNi;o%dFFb?F_a>1&*{#J9V?D+bz|tLG*1@xNG0-%3qtpCRasX{3mkI+NOo)52BHq6
z#?n6dgG(QMg#Lzr*s$Px@{qKD)3qm2VU=OM9OiSwXG4A^(PUgAuJSb%nTjkWa$C|1
zofA1nWgF(gEKn~{76b=c>e8q7fEV;zRYvdY0B`CH0*qaoxX3V@Y0^AUw+dal!FvH^
zhXcX)f&HciXoxw36?EOOkgnzI^8}k^?xD|1OGv@MqT9!ZPrtV^OH+{&NT)jACooXP
zF^s`4ED_UY3cMy;`Y&)<X4&YWn(;7cQU_2l{?@kUAIk8}-1>IV;!mN+JS#ZOn@iC0
z^b?el@?Ad?Wj9f=t4hp{p*R&k#0^xtNl*jk=9dvaX=yY5&=lTTiemW{Qz^%>@*bm5
zx4YT<b+^fPV<_6*z_Dqs*W7W|Z)N54mA<wABk4Mz+5G-~&BRP7rB-6o)@o_(BzARC
zv_@-G)!x(=5hOOHsMe;mTBE4Fx7ME3+I#OE$@~2N?>TaugM%c`bMN<lrnPl!)RWDf
zO&(7f&t!v&<>aa#`}R-EZYE41+FB6;*E$4PI@;LagRW;W6N;xG6OYG<s=Uw-OwZ!K
zY1#i2q&?*o?g<kksA_n>mcPJ_#0?~x^Fg}-!6gutgiDMw?*LwuAr)07BzO*HE?l6;
z$Mv6-EyV|T@`0M>-@d~MsUR-=AFf0e+W*F~*h$<#oIpk#UdKT7R2TY!uT+o}beHB7
z6pH+|0RunQ37{lkwFD}Fxdqr>4WS&LviP74dXg-prrW^L`%yC_NxD$5_tkxMKBk*3
zFQHGVDF2(#QSi2ye+2U-Ze6~)4Io)phZ5t;ez#l+$zNa<JVYwNpeN=^_<5i}@DPx=
zPbn#~iq;9<2R%My#NqkJc?J9Dpjp?zm1q~14h^<;-G~KIHF$~i6Llz`>k@m!oCz^5
zPA48}mJT(;a2tq*JZDprsewbC32{10`YK%H3zAm^2L5~F*T0afY@;)IS#}{$=di)B
zE;(<(=tWgk<5!l(d@<RBtlPS5_H3wA4x0C9WI)I+WHcD5r4DVN<V(L)_4oYoj}*se
zfCLmy{&9O0LT2W5_<{hPT~*hp906(~*%IV<@^w@_@C7%t?xc&+n3}<MdQC6|L%W`s
zmAfM=9rrDm@A~88QB{RoS?fUhAnfAk0Y%YLbI1Fv&+jdAeS8XNpyV&1!si2{I_N}q
z`Wz`82GkNn>=(b|%`TmryRB=@&zPP<vEQ>9$xZZCZ!t(`sMu&w@6bzIno@`EwGQcA
zFfX>cbna_)?%S;F8?yb}gy|3m0$-Id<VeLF-W7X$@3-ezfBE?1if65e-_pswGRa&{
zVlUSUs};xg&tH?K_-ivhr4tGN2=|g>0^RpkpDzNHFp?LCEN3_XJoxwF&*fNixcw&V
z@mrZEwO@sLXcd0!y>D4{@IQIF1YG(Y{L4QrX`a}(AY_bHOFG!UF0DrK`T~+L)PT8A
zYOmUn8hZi;oeRAe*rZ&lG<YaTNRNU|Ak4GO&b5_g6jzyc_Cd-ae|d?yM9?7nEO4y(
zxC?pVQu;`!nTS!KRJ^1ZdrQ@Km_+dvA$*tcK-IY3QzFKXC|WT+$MdUp<6oE~kKiAQ
z?I&@jti%YGst3(EkDGtp(E8O-cmB<rdNlNb7}TG2f-RKZ)TDT)@4|nD+kT+uMp@l&
zvG1Y>TWpV2>)#jk)q@{zEZn-Tzr~<U7viTWLuwgEX!SyFXG4W`9)I?Ilh+uxgh163
zClf;@<4V8<lInqHj;CM$F5fBgopL&3uG<dw*YjMBn5%6ysiFJ({b4)-z{lnt1)WFR
zxu-9Nh9gdx>KP4+87z3mriP4ijhH$4a7Rzzjk1*^<a4BeL#_+pHK~J;X8$`Z)VZ-~
zwA>l`4VD(hceP3&;Y3dY#f*N<C7g=@&Lrnc0rqA>5H|r&;hG;M1HK9_3O?C`<cj`2
zI>FAt0K&kj6`^)-#`Wh+?>bul_TK%=#c}QfM9intrKWW=HVM+y7Hpajd()Y8Fj-3q
zxKx7TNeAa?B#r5+gZ^=63It(m(xmZ)&*jCh;(&m;9_zy7j9VFK55i%6dqSmk?6iEj
zi#zFe#T3Zw!vxyaVJ9?xY9;J#I(Lffu)^CKd+#rnv#;%E_C9a(Go;~Oaz}b{AINN#
z88{BJeh2+BK2E;7CFZtuqk#L@cP?fkuS}(&RGG4J-i;1XLMtQTL_2p9!JdPG1v9C#
zwA(Bh20u!IC$u~KNO^cIM{3ACYCsQ<w8@jly9|<M7hrrg8j|xU__v4f>?mLjbY?xy
z+;nI`wCPc)<=$z_7SI)frt3+1QvwB!g7U-638B}(d{9?809Q&uW|FIvBMb7)6WjCn
zXfZlxxN;!lH$)$B-QNUzF@@v@2l?oHHt$m4xrA(^*i}$nl-Z+y5%_(O!{rGAfN+9f
z`w=0LO}FSF<fzlEf_udUnv@shDqXbX(Cp%ps#w-Gq-%JWIq=YNrMdl37ffk@e3(hz
z!tJ%vN;!H<hlK!720}$ffT_ml=!#<@^{*SCo*O{<SWk}<`5Al;Hxy`>7k3+cmbpvs
zrK*1Ba{mk*dMo5N?+8@oVY80oFJ1s)57KBtL;;H~5Q%sSimJD{5@_=;Uu_@KoA6x>
zH))(d`S(o<^0(JpaSu;!GR*3h!k_WR5k%F{J?|Q?S&#lE+gV&+!*CiLdReFj4--F(
zF<sB__HpSiY`rKR2Gh^MuJOc3DD%AZzAa6%B@x(^+|9iDl<hMvORbiz$48zRfC6t#
zU8oZKc7A9y-se6a`g3CR@I=pKrBk15kRX}6*KnN`D&GG8B%<2FJ#d@zf7`a=^W?f`
z#^aZJp=fVqB8o-9dqlx|ovH%8EBm4NM-%Umj}m43-3jdaEn=rhK_QR-NtRF$Oob!;
zRKoz6g@QWcCIuA5QTlw|V(}z0gmNPhROhNci!v>wGJO{bubVdNnS0f_VOR_!i4iEG
zvv(`;#ij%K0UZ#hTf9jZ0kw>GJ-afNU_YOS!T(afN4p>xw<(qqzQ9Ag>2=4i)a-H+
zu$=t&DPK{L;JaAa@t-@lFB2%`m$;Y2;Ej5@CoI1}@D)S@X%1bB9tf$qfDz6>bQSfs
ztqjZ<@Z1?&Gw~ApYzr1VNY_lo^qPJo{v`$%sdF>*(e_0>*BUY{<l0!Zh^w}1YaNYR
zrU!O3S*QRYwAx}Pz7_@308_PZ;?Kkxo$GsmgE0eBEOVd|aC(drtxG|dzV9@;Ou5*0
zCK*k9b2ltpn4jqdekN6WX7Ye^znB#3ek8vSVGqn2yiP7t(}eskq{C03Q2xqzH=96a
zG>q6>vo%YfL_4lcTs#*?AD$mQneo{;@R|wq-dg`&RwyARo<31_qT@_b)3bM0e`JEP
zRlR$L`<naB&Dz-3-%a;h89a57LKx^=fAO0R@3vVo>Hh7fLrO@ONXQ~qkQTRz&t3#h
zZTPOJT`&}1J|HOs<rRfP3j$_yDM9%^&|3V2%n*XAuVILA;4VktoDw;OhRVbFrs^>`
zG!U@C;o|Ttlt6JXMGs7$i1`R3T!2_H-hjwjT2PVFf*gZl2jC}KJbeb3EejZH(oni^
zN>7xzd>90ST*1l{f%{x3VhIZh1i)ZLI*K|}5UBY3JWw<mwg@ZGA+KQ8CaHd&(k3=j
zlY->fu0Vz!()yfIF*eTu`_3RE8py?grhJ?0qIPhx-Xem|q=B42%@v&qMAxYWE((?j
zuLClg@$5xGc+abNz7I$(TJquRpGxh|K(ipvI^K}mO#FjJ@3kl-awl;iA=+{VG%Bcp
z(*J~b%<W+MS<oMZK=Bq#0APo)S2r>59%F(t?ZCR%cxh<AdhA9wl3n+|?GsGR(5Mx0
zv;kY!7lT%0gM%waCt47>vU1`27frnYg#A7QAc^KJF)$Vq{2X>;eoN+l6GUogBC>9g
zIDZ(wzZt$>SAP_m@JMjDAfTx{vWVk%nJn3v<Uq;o32)zmwcjoWALc#}tC~YjOPMaL
zHB$Sd%0FFqlv5hI#nL7!f+tdQ;4os^ygCe0BmQ=|qr(W`+jdG~0P&9mpIm!L{)mYO
z6`*#}qt)4?wbEm=(qqVGRmVxGa*DgE>evY~jy;xvZQFVzBg&sWxtH8uktp%=ea7ln
z#e0i2KMF6$4hOIce!9fn_OnoDiB<%c1xfPc&uv2MVdpO3u~b&{pS}E}<P4jnA-Mz=
zYyesv{eUHJTa@23JM~Ze3X0N$4(0aJOk|iWGR*Ro@1i=+Bj#jmb!7j|V?b<YhmKMw
zTog>-0w*s8q-%7|07G*7WRi%9JwI4BbLd1AM0LIexBa|qeM20Y9WHp*F-`$76~3S#
zv<mHFkyLh%XVFt*#ptHOm?9O{ds;eI@qlBh-^!`M1#uwZQZ`z7okvyX!z(fJIV{Ya
zbL0{@K43X*OU3{wy|mGh6eO$#1+Q62G*;I&Q;a*Ea^dr7vPwk{<^R1%XA6W%0|kaH
zq>ELba~wxDV++E;>gHD-f)mMrKr!{0pNfe2D)vyutGB`nn7(lSvzY|UHa{6nt}!39
zXC+&a6dY!z^IlEq0(V}Ub>!8u;cW6^N8?^2h!ppSgxWhDo}@6V=np`65b^`8i9cM<
zoPUiIUAHUDB&G=$OZP|={E|ft2WBb3u9tV0I=0Z$RhO{w8M46BjraEg{nySb*@^;7
z&xeMW=wRFkcl6$fUzz5Nye!&%=CBZeIKuql$C80H&K`NzufN!@>UYj||7=+3Rnp|F
zWvrcKTc2FEGg+}Swk|ZuziGnwzVcyGCLzo9iSA_|Ays!DVij;*Jq-vO`*1|_#h|qB
zsip&__c5_qg~)5Pjs^fuOMURG2wEu<)!(|!Z|vj#*xfY=N2UmnXIcISC8Xe+4<vwf
zRtU;NBol)I+j2orW|goRKHy`sB@qbu!_y@#n`vD_fC6izKo_k_QBcWk43a8D>HSUk
z5Pvt~wc#r~((qN;_fk3Cz3QKo`v5d4;vuU`rpuL}&z$f=n-vPQBF_)?EEJFfHG+G#
z279)ndtX>k@DW;ab?7UuuxxnMG3p(}_Rk~y3V{yjnT1kkL-F5UNRS5NKhB^IfJ|?=
z<ELZp(5-5gSx|gm9bW{nGtC0d8-227vHv0r1Hi}km05Z$z`QIWvSdI1TNxrQ<S5kJ
z`LMu4RlU7cJs6po<6u$u%?&_bmTVLX)8p=l8{8a;datV?$8ROm$~6l*hR9G@fzNPc
zbHE6YSgmI~W~RM~d3uX4p1z6R$O;+)$b4Qr<z4mwgLP5R7Drxo74wH-%(wrGDl3U%
z+J_kA6a*DqBW77ZJe8%loL`ZX5s<d>1OF8N4EdK-SbhEOSyS(LjWRnYprOpNv~a`5
z>tru|S})-8SN-KprOTUBmp5Mq+)S$nv$TEaYZxuUxKF{MmdO{oWTiV5@z{HvpJ%RT
z_@Q6T&9%)hl(q}E(q%A+`~Rujb?hgcq#YnCdM}4$4<2kaXZ$)L=~rFgKJ8hr@tX-V
z1Tu|Ze976Md5-jlP9DMw=F*M!AtwWvRx8;TR;^~ftgO&Cz_uYrQZah-JvrhqAUR<K
zC-UHd$v>YtSYR!B_RBSqw>nSz)uF(e?0VakWAeO~EPcg5Ds1a_<E}Z4r%4d-CUc~R
zNGl)3bQ0*=5d{+0-DXv7@uM(vo{{H!0F84UQPM5Y*hbm1Q7=@yuDtK}Z9II`*>uy7
zyY>v$zC_qNkXXH2Ty3`#z*0Qx_w8b#?&A=nh`$c5hAEKl<a}VmVulcFIFRpfE?)R#
z&F^GtALYAN<kNi{=$v)&l681H6Ak;v3jKHh@jhU#(V2-9+q~!k?aAJJ{3I~{^c1&_
z@E}sXM=Y9VZpvOXx)Vc%q+fnO&uzgDpJ5q^yh8<%lItx<IK8nh8H$Q({fteYhy)rb
zZ^FwLVdPTN$qLs-h!)>9z^noj-%Jf7kq*n*ZL;)IRIQx|cA0caa<&2h2*K8zp{gr>
zpa()%D>=ldBOSgRqvZAg805X@*;a8~BfyvWd<y8rp2uw==ztY&<z#Y^73Y}@89Rc!
zAVQ%94D=(E`y?rT0KpUjZfYSbV(9$@8=CI$N}2bITN@j)ckcKEEG^bQHw$#zSZ3R)
zKN!8JMAZ0P9_RhPjzv;VLAJcMA|UhY&zyp9Qu&#8#q#Cl3i+hc2&(iAcya>tfomMP
ztFm+PPYw$1W<?%vi3tw!$4@q&@{Ygx)s8cg?jKEMwe60=cY$%%;2b9$6d2wYu^}*(
zV1s>tcRj_Gcofj^6f`f01;G-}*tDrAqg!Xqsd0EU_|HW^RIFt|3ex2UhO9dh0Exr=
zDK}&T{!dkkz}PZjM^dfYgjG?I>q$-^LK4s=Ut3hAfG$V^<{UsELvZ<g5y6?I9Gq7H
zoW)Sc@Xl5e{YOE5S|ac5UXBlM!XK*hiHerz(Smt!7*X~XIqx|TLBtN`@M@FF`O70f
z-@*rdE69$+tZ^PcJO$a8bLkRiw_rco7U}xW*c7t4t9Ky};c9FluX#5YVX`I%kS69^
zFaZ+szlfWkTn+LsEYoi^L0FC<REsdKP}jt4?+_Ds+b#O-U=jBYgG>_dV9p94uq(Kv
z@IqxW2De5-N2r=zE0wzTn-h?6=(rp3f0TTs;-aPEe~dt+E0yr)Nbf^Lmm?&?-$wfh
zGZUqXDBdM+NR2*JRYbv~v_T}em@dD$)DwIG8YM)^rlT=A%<E6(-UYk7;-fCbEmD>v
z^&<m>pea5WEg%KdED=!30E9Cka>&pxZ&){(`EMfAOj5$Y`{a;iz!8@w<Ky>I9rW?n
zo5>q&lDpaY$KGa_-GMiJWR?Ea$xpgDeLEs}|2-=mbI%d8)=cex6&c0*9sC&1(zfq1
zJfy?VLTQEHZ5@&fGb=BGx9Tv6pl#%^^c8NCk0Cy9sxIko^DP}};SvY?hPw>M*GjjC
z7ZUF*DCG<LW&$o-9ioeW$&n5EU~al2)M?z``qIH~%fsYI-+t8NLA#2{Qfblpdq7xh
z*;~A|5$NS~IM{uek@oRoy(N1Sc1;<<K$1M@{<0=4{8?H4?JkxdwB5Jmqqz@B>r~)i
z95sk~zgS_FtKT+R)}qS%i29=tP-aB%3chbCIbYi^Pj5~;X0Zu4vqT?S(++=Zq5rId
zWy+!jb3aFZTY`DNNzjet<;VuNFi<G&w)zrL1K?8g=#PgW4P(K4EBn!1I-Zcybi3WJ
z)dN|Dwvm6*(Gw#X*N0MT*&HSoV>gIo3upIY(TmkY+k$M&CAQ|S#Z<ukTc>7~FMlCU
zK@dA2%uDPX7^x?A#Rq6k?-uYdoK?5puBmBl-f38bC6;xmir4i$xVhh>>o(Zd7(l`<
z!ba4u{oO*x!EXBgs!9vD>%z}iYkFore#t!l9b9K>?sm|6{+-c8>6sApBUcCjXDkN%
z3aHUpHC7|{@GYinaol*%UbzMvV4Gt@%r>C~0hJD;6X^;$QwS~I_Y_3S(1_fl@=&V)
z?#X{dl(CmL_&*1+Ct_mh7!tF5!aO<Cze>uqA>7}>Nc?@%$f<a|Fg?5oOESIe{4*Y?
zgkEq?HYIgFs3b1*n2_quj}c}8D;eX{XZ`j&gwBde5^?=|qp8oqO0ttbdTzA%nHkaJ
zY<}TtA&kq&7ri~9fV*Zog9wP;ZB36<y;>NM^Gm5UzlQqBTl!BnJBaB?zw$2^E~+c9
z0xlH0amyc4m;bC^o5g*JSjJlQg0xeQuie`g|CSMVsVZ@Sd-DVc3O&QQoZ{L_GOM6}
z5FzXiyc#C>?rU~20G$y^sZIq_r=l`?1kenhwSYqea7dYl4d4qCa&Z38y>;~NF+?MQ
zfhiO+!O@F<N!cp#yLoVVb|Mq1)(oM^O7X`)17{6q{}baLLUcvvf|0UAd^sPGz+E2O
z6h{;Clx*%8Qu@UTAe(vf<dyTN<0Ij~%AXoKrwYHj0K+5AuW4v7zOg8Oy=}uvsgjN^
zy-xy0<ztBcQ6`{bnL%h-O6U-ECK600#5!}p!6|A?c_muFfuQBp>!7D?x?tch=wjBG
zfnlbZvBgs8YiExdVHStFfd;b5L^>G>s_jTypT;Plrx>4@c=$f?kj*`DkBhlm<od0r
zKo+207bW?%Y=^28a7Znq$}?y-o62O8!O(Aj^@I{F+8WU|+1+ezjMDeMT(;7K)%^ax
z@Vija?3^nqvYb*9_Pa>(yLje%{;cNWS&i>=d0&w&rF;cnB)so!Ff!`J`pg+1XHKb;
zx_fzidg~0AhJ(dQD03ST9BlRqiS5pQY=Nt$r`48o#l2<dFB#`~Zu=|q^@!zdg1GzP
z$Hgp(g$qRFwhzbXp6m~Us3z!t8)^u;Ai!L0b)!h}PyVv1GYKwHG9*7pM?x;JjzQi-
zzHuMbC?3N;GBvK7w^Gy_k+aIAYyj6fp%SS`S_b7Mq1ZoqRwC(cz<GgQp#{BSC=PhX
zy-nM&#fp7VFw;}qIb_^|-t^|q#wWMSoVF!`D3Oc>Bi&MCWWR>KbpP)8&BOC=aqU?d
zf#PqhZ~B^s3551XL+EMpA%xJ9nT!(-Ih|RAiLV`qcN6CnFK~ClJ`HzlTIr36T8`bf
z9HUWPcI}f2=+J%HVc~e5eb>?S<K6s6X@j31+UqgeCP3^Gge$r)WbXUPgxAW1E69Xj
zHC{;>lgoa@KGXqOoj><*RjQc~fBCRhyvAU~W=w&@^O!oVH!t$*u%4ZV?t5eV>W-((
zHlnmqx4=<dbWsyb?CDq8lUUhP0S$!Y1pO|=H&Pd7n;pWR3-`zZkDY`gZLl)zZdr64
z1$1rhL@L660)YjX4yd$4C#tuK%9X?H4EYX&%^|#CjNnjPv;+25msb<?zw3Z027j}K
z>P9GpHgNYAz-+2O@qiFF=U?kd_qii(_NX<(uP}M!UUlQ;`;-4kR$SQTddwIS{ss)L
z{!(u^{4Sn1Iqs#IczGUJ_w8KL=(73t@jXMfI0<d}>w$-5@+F_q18b6)DQLkc6{Q_{
zCXAe18bfx9yn58utnpIh0%!g*NKO*2#tF3ryHIZEIav6F4}M<?1%Yb&#U9oNzCFWo
zK1T$s^g3@hoNN*=0M;jliG4iz@%P7%#G+!hHdZ;le&4wz>O84y_%U5C?VZ7gMAM`z
zq_```I<t6Pa#EagY#$a~BIlMf%e7n2U9L32LWr|2Tlur413guK^0WON>-8@}P+Q(C
zTV7rrK<)@2DYHwkQ_W*Q*n3UtjJyuD2e|^oXsZGO5Z4RPAo(6AK#ptM7`oYr^#0sU
z^~nOHN(C{-?$C~(msmw|)qP+$Xu22yGG)m^AuWm_c_QP2V9FT4bvBnzMXq{3QBB=S
zBkKc3<+S<pEDo>lPZ!yMXN^~}09!Q6((_;}qF=28{{dkE)QwP+Dk?F`yd~lh4L~)+
z9BH<muZ_33xI)#ec<*}sK*2YEasjIu3n}v{bVxR8Wfqq0p12QkJ^O)<qfwKF14COd
z5JZYcmY_xS392ge&yfSSqJB^UD-;cBwv|_sU)9bJ(A?M}8g83DR#AjgRw7T2AbmBt
zAvFSE%IY{?!RcQJk$tjR%%W--R~R&U?S3|+$|w3fs3KgI;}dTd_>cN&%*2%snY<jL
zd-`Mmj-*992U1~@rM>SyW;sBeFFqPRLaqoVHBkabJw9@TzWF;aPyZ?VF$B=6l=DAL
zhcdhxOkpI%fe8b`9j5v#+utQp9d4xA7Qa{}4=hlK;bo&>__gX|zJBG*#WnkKzbNK`
zf`WKV<x6(^ddZk_-VnYHlm2K`l!!X?5fER)8-{^}07h5R067W3W&Fbc7`sc+<(a0u
zNKV?*4*BPzFIjFw+IXG``}VmgUaI~YZ1~)&#6b7*$UV)oY)j^jBjBXH^PLr^P?&ta
z-WMzVa%zfr-rS%Nxd0P;6evz;&EubWAxl{LbJqW)zXjo6BYk<eII^&S<Kg~Lcdv3~
z>PuSj7LWYB37>EEbLNg`TDng5zHUBIVmEKe4%(DZwIC=nNvKm$!nI+MV6Ys!D$9S@
zTN^k^hCnfam6xVd)f~i9iYx(9c0s4t19|WL2aVr~Az@C*23{!;F&Nyl=?K4b%~KGO
z6U%0I?_wN3J|p?@%oW?{P9PX8oIFXZU_4xa<&KAWhwhG9@^yp(!RWQ)+Loes+j&^1
z<|-7o>X!>gsre4K0<An#s;OR%YlKh;BTIwuifJg~)xlqq1=og;dK!Wl=BszT#}v0h
z&?NZf-rCXlX9C-gR0cv}Z==gSgvbfG!q5!CzJBqpSJgah@hfPp8az<jnOJa=H^#UR
zIpot-DZX|>7iK2skM}26u7Ae4%h@9Fz_otc{=~ih9X`&id|qk41!2C}w!_kG>rzVL
z-Fg8?6Ew_`%8Hrhxl}!{uRGTZx7|wIXACcq+6)ci(asUBB#LANW%YI_P-C$jQtPC7
zx6a-<P@>_|$(RJ9T6j{(=s&7>5-?Mm@iyb^*XB}VhW`=Fy6DpPxMQZTk$CdJ8H({f
z6QgfI5?z;o@~i5j@#oX0XL%nHFY1oB{yc9mtUg>^{G+M)e7irRN~yxzp7c9<D&cwO
zu_;d~kTT|0V?V2}NecftZ7HUt`LQ-u`mK14{PM=+8++q7Uq9v-rhfjK%4l$x`>Tz-
z;k2~TWO-w*tFtS%2a#9<aG!QoQDtpBA7M*Dnf;lhN$`^huzMI)C)GzTl&{noppiGR
zfeKGt<8Yv(`H4Ylu|hQ>o57<{O!GAsS<p*>>ab}&(x+_x4?#z=0{Cy!wbSO;8k<jp
zH{Xady6br8xIA>xy2Y&03vtb|*t3|UNdyZsbKJL}YQ9KnlYGG3p2`)YmZt{43oy8A
z=#mZ>5_T7|=X31+HK=5vu`VriFq|F3dk)|qZJ)CV&6T7qT1z#N?$N}=b;@VZzLCkc
z@|s)^DE@qr{<+)dn}TJSNuD2^>Ic~J-ly`gI<Fz%Y<3J$C?F5MRPBsWoP)`y`;o9I
z?wEZ*SVH9nRw)2ec38L=q7GSEvTkQ*JQcXDbA?J*QA_mtjT@ojNK&hz?UJ|A`%l^~
z_|l=Tx|CbAR--w2Pc^g)<L8D_c|$H>-X;qAF|fig?VHrv1IJCn;@Y-dR9?!7hpg@)
z{^n7<T4A|B1{xvPqoly2py1(CC_S&YNEmzc+%%)5Mi_9C5<5Y7U*M<*NkO#W$CeAk
zjt+`Pj}m%&K_<qG6+a(WR`ixv^p*eY`+1*oUW@HH^6*gX=uph-M9k}0+|xs%;(^h2
zQ1Ge(mKIOkOU50);8b#PCk*^mu%4cgA-SB)bt<rBL`ek7|2SP5n7>C6IddXT9H~Ej
z@K@0QIl^`R#e)Pnt4+6xMW@N{=ef_8rI<!Fc{|wpu}l--Dd({559_)__z4gk1SJBR
zWFFT8><|ea;PZkQc1tX2kG$Z-_}$6S)63%q6=F82+3d2#7#i#ntVsbV6=Lt-29}Nq
zrtggD!by+6D1Y$K1~jM%E7f&HPPK?1598!D0H8rOIs!1fHOYnC4Vb?^4~UhZ;_5BJ
zKhV(U0tAYHNdL>x=@s8w$%roJ4@alX=LJZ)Bp5^B16quz+(ST#-{5}|{)M~c!f@&K
zWkXu;Uw={rRltZx)zwAcC^JU=XC;hHyQV3}vQlCLzwRifnEOn#xte}`HS2<)=#X})
zlWXH3&fW8*n=NuY5j{pEH*a`-nStdIagGLj16XA7!}n;zSY$z@5YNXi$7I$k<RFg6
zrFr-}J=R`>c^{;{cc81xR8rAdhlp9*qrk`a6xHe^S7o{-)R*@3O%t}gXdAPlWMELL
zZ=X{n2}R48>Sg7X^y=mG>hq%N^8ir;uipkcA8tB-yfH2Ftj_Wl`mZ4|sdV#^>L1Rq
zr;DDd-H%ke8Tx?F_F?nD$8!et=SS+#4?~Mr>CDF1>T>%VzxCtLRrvqiIfX<*tCXq`
zp_S<vLbnNfQ}Lw<qW2$%$ykD($iM$D=l(w`@+{Aos~9czu@1=kJhew@ea(c^%ZE7e
znnx=(g9@o0#~ObSBR|jufRD*oTPEq%qt{tNd<aR!dy@1-UX!b-Uuf=+hvnK~6FgDj
z=b4oCa*v%O206K@fkO?p{WV_gcNn;g_g~0rt4^fTY#;?UONh8yA>E)0xhJoiN@<P-
zDf4IxJ?qLYAAKKp)~F0siIoWLR<qdRE}LG65_*yPR0{K}t#tjMW-VCR5JhK4$`pcP
z$f(s^z%>sW_#mVvHa>B^>T799zU-%(c~q}%Di}ZPMdo2e+;wWW@0J~qj7b#r4n)A-
zw9($S?x<lov_K^hFd^8m&+kkTU4zUCj4tR`G4nj6Nej}!dEZl-5i6E(U`}#ad;Ryh
zNTVf*LMYtNfAQvJ!NYsUbey?Qylk`gmM<x`mFt-mi(*z}ECZVFc~C6&m*<VWczTT^
zqTDWsEw)YzCA^&T&m{e}gW4CYbRD~1)LO%;C%a4^5!FiMy+R-Zlf!<_6Lulz&;%Yz
zJ~bG7E(3TJWcYhBMN-eWJP$6|kn`2U&SQ3d@XUnm8Nz?zoXu<6=XiG-63gR%%&1{r
zci!>g4%_l_%;U{Zo7>!9oHxb4J9LYEeKOO`FL}F%`Dw%;$vpOb3l#8R86ZU{gIOti
z>t>fhoV%*ZVN??+ejQrigjfXzq$pfg%T#Y&w6tzeDFA@F#{%dHDRV?wGQyk#knKGa
zowLC-fupo`LWT<HW^zM9e#P%m5U{?Rp~lJuCxTQ=sVp3+ZLH8-p#g3t@lc?Tt%`Zw
zI&<ykcIF!lR@LRUBy~C(_(cGZX-dLM1ZriS<4g40ut*Ux=or0!rFJ}|4y&ru*TjKp
z0Z>Nx94HCWf|y;-Vk8GLNPr4N6g&~bw(74lu53=El0kH3ec-T3g0_*HG-wRag(EYm
zf`MsO2)73msooTh*u{$7=+q!ufNU7vJS})gUMW3M4Q`2FfL=n_F{tirHNEWYcGf-K
zd6&sIe{)7L{<8y1I*pW?0WSefWd~$XMOow$q7J+c?kt5DFde-hs&lam(6{{uOrFs9
zi(CN4)A@y;Q4>XZf{?WbR_RHQD4;#a!ephZh(X1LpbTGVMz-R@KCnIJ<w~7}u@IUR
zdOvjI&zm};ay#hLV=!db*B(DlmEXK>D1&cxohw)U2|P;{%5KmNe;`5fNz!UdCPVy4
z+xbXa4T~_O1z&uBS)lznfB2q3xT`_mL{G>>#A(WYl}&ua>1xkuN>2zom%&1mYhGK$
z8~IxI1Q4yBhV~tyuWrX<tXvK^J~$Q{Zhrmzf$g#=uQ}}foJLe7va&Ta{B8*@`K?z&
zUH-+=)XQWq&w0)GNQJ-gbXT`lgeOywz`&Y<Cp$nI@i-ZE^hsKm_*j*!9h%>vdI^;#
z&)GVZR0)L?<_N(0Vt8L#cgAm*UFB1<78Z$v6e{@jZ*R6=14vFHE<Pqf^?N5MHTL)}
z&vud7>bJC=f)Dn^>5hde%YSdgdW{z`%KYaP>ma6A=Hs?ue~w<C%_grbH^?>aZqCm+
z_e%uU%bzUu{7(KgoFVZD?d!JQy{8J}POC#So=kmtnSyqGTXLZF(H`x1rlaem=j(Pq
zN=fOK!1U{KJMva?ax8`PGIAX)xi$;?O|4oo&7OTHbY1tNNh(z(x&xXc#jbgs9_6d_
z=5@;IjOY*}HG?LLvUf}s^C{-%D=FisBy)oK?KLG8E|rRPN0whb58;_`Vy2e;AHcs+
zfZa7&yE4xE3vh?GKyE3eSE6@~%JUj;{zDh+&Il{#>$(K5gx3>Wj7Xgf;zrdGj@#b=
zrIR;P&tB@y(jqkUHp+DFy{X$r11RS?=+@KLTxQI!vG();qJUFugow#NJ!#EM0Ua?i
zJkwE{+79SH@cob5Sh{|AyXnw6pN&(e)%?87XY2V$hI=C0TodfKa>RnqIfz0jece@n
zlE;Iie-_Hj<Z*iw{w`rJ7d%9#u@B)X4_m}8-)r087;i8=anz|t1(u<k{_-|)2V}<N
zjDxiQjP24T0<j`!om5y`OtQ(YU*@<iu?uEE#H^T=psTEl+J8raw0CWVqwA4ym<U89
z7>RejpMds;Qr?=Yfz8*jt=DjVKE)*|lyZCNox_%55Mm0u@9mE-igFOq#e}7SJRtG$
zJT~t+sb+t&xNw~Gc6)h7ypD_tW5ka3TkAD5^F5G|sNXxVn#FC*q}85}t|cogc@p>b
z?m*a{Or^=4_bvY8tc93z&Rpydw1rN`-$}d7H?ED9@#3+yG4rSp8>#Faujm`q-k;O4
zT4;{w=-%(3uu8nli@wn2IA)dE6a|Dx-#&H~^Ynga{~d-F+0^P~1>Cfy;duq@Z4cE6
zY*!3=)dfOvf+5+K&9CoqW(P;<HUlma8bk=yUsY8R-sa<3a}%g2UL=7g2o=$6KDfa@
z)eB^XgurI`a@lQ&RCch%F6-O}lImoLl-_qfU|Kgyss}WTF^r7ij5OgiG|>#9{@`dj
zx=4s-%T>OXt1bLcYi|Ma1GwP7cWR|Vn(!zX9|q=Nd(E$=Js!2KAQYLv4T!LJA+FUd
z;Yb!)<}QSqFl(nkGGK;th}ea&rl6UUA0J4}4@nV%v2$!~JpWujkI3rTGwazW;E^MO
z`B>yg{_CozACMwILoXzRt1fsFq<!aI_&)B_*f(y+5SZIv_kDH*@Lhh%{lD%2ZITiS
z5U-Nt{K*>T_%k+}z|4Iheir0S?L(yE9_3#)ivvtU6p+Ta9vBN1hTACwDMNVyit5hP
zI?eJ%R$v1FAu4@X<S)sWugWQB$#SM`BD;nKQ;>jTNd)`>u+{2EqS))&mCta^?`}iE
z(@Bgh{DSOFybKFXii|DnJiIBqo_d+-*^~mUX?*uE=2U=zBi?O2R44lw2=fK#uL@6v
zjdibDj^kh?kd5#Qh*<l9mK_;V938qnrTxLymJE|(Z~xKR*=%!Dk(PXL%00VqMPTSp
zz>l1b*M8&SKOa*n<WJTn*PizuN1O6YdU|@yM2BOYw^AF*tci2et+6Lufj>5Otru{O
zTuOxAfjR3-9C}rWpw~%w(p!cYeROFkb*8#EZCzd4(9K1<;d6R$N_@gK75jbb21&<j
zd<$k16I(!}{?Ehn?a{?4$W*gqU!<7N!b&e(fX{nLUoy<mx&7p%l8<bRnf#;jr{w+i
zi0T(?$eTN0?k+FwuO8s9Y+gQ7w0N;2#6WnZk99p|u$vs}NC)~fkz!QXw9+H^rf5})
zN<h*|rNl4FH73(!WY-fi1f5|sK{l6(Us5qg9FREe_f(kUGPI4$r<_WbYmat&WQ*c8
zokhIf9w_{fVRj3;9_0Nf;^a%6)im;CkbzzRF{>Q8qVDsQaxLISG2NZ#a8gNcL7;FI
zTF$}ScE4h{n5p<`?M~>SVhh4MJq!$_L>Qs~zoQ8F<Splud3o!smFF#22rQApzEk7u
zQ*K$P#qawrQq;T3V;gP#8=8UqB9$M`aQ=Q{RkRkY1m{bDpxxmc*-;L@>YqIRuct~y
zd3@3tS=0N@+Z8e1!^<4iOxJo@%)0ffm~St=<yjq&ZYaA6+r8Hq0bI){A%NH2PPsXA
zhY6!YXcdEk`I+$Ja%%7>K_^nCSt|n2Qub}Q*$_jOIWHkMKYtVCe~tu>AONFNvG#%(
zcej-|7k5`Z5dqX?6LCr$E8=P!p9X}Y>=!gW_gZUYq4>Z6hhpW=4`5S8u}-5o<So+$
zl`^Z2N4}hApaA{%ea2*@%;;NV8Z34#2Qn7bsRLY(Y?6coumn|?uaB2t^vmqnZVTzj
zQwelrw~Z7he{To4Oo~hDdJB{f%2lt-GPtHv!4)m8ACW|$c=Os^>QQ}I;beY=F}koj
zlkTaF!JyeHCAnOeN&k_VGikP)IoFld&KK2($#KF!arlJpzUD}2?-z-t`w$d$qPjzz
z`7Oz>6a=L82{;^F|0YMvnhAo>=o~(X-)mIf-Z9#B*X2z6eQ-ZMLv8I(Vuon3aNkVq
z^z*G9@q)(l%FuwdJMP@dx}B<}YwaG&^(#}!%0F`G_VPJKHU=95W_Ap^Kt)H&`+@9A
z&Lry2p4hW%JSP1+mPKA2Vv748(J^<uw3F^|vKUn%j^5KyI!U6nHZqXxB{8av@w;*J
zuU)7DpJ?EI<?s3SdZ*%$SX1tOdToK@%n9mDj;`yK8GFqT5Ask|Eoe*I)B=FKsNa`3
zhvlBJarl$R46k9MeEFan+<|1xh>+_tr$3{HIg%3CP2v-#XACQ=tmoH<!cR=A35RKw
z4b|wA&RCvH!fC6-Ozq`d^oDbqf|t+UZupd6{sqYEZUv+M*jtt)nKw)0`72|&uMK2}
zwO?JO<K7EB^`|u(L^(+Lu(Uu}{G@B(vN8U(6q}fq9I}0`;}_qa{ms@wsTq}hAG_s&
zGUU6%&wq!H|27}r5P!?C6dS+dEe5g(Fx`Xq3D?5r*fwD;->++h$Xumt;U-kQ(L#lo
zxEvo!3NlqSmFoy7jykKf=w-nr&w|MbvuiMYN67jzXgdEhcor06qC9(`z+?!v6(-Ls
zdMaQHfAdi5FZd1f09~T=K4jGeyg~~ek@fD#A&@0V)Lr~1wrAj_evL=5U%y6o0gNO}
zyA<N+%rlmu2|C;TP}ULDHhPv8%n^dpC1BrQQryIg=zyAeODaCQmLxb;=-8x&`4Oo!
z%)2OqAyE-M_#akkf8>7B-((i#o6*9+zWwpun-vUUW9Crb{Q06*2~wlMXats4>55-5
zyK+~Ai20-{)Gpq>-Bteg&Q{DVCLF&B<6gK;Ol$hp=xiD<x16nP5-O@5*eoPTD)fzb
zPZr)LNaE@{Z$Lk&Wu)Rz?MqZwsay3CiHtq?xbIzo##3N)b}4q+41@}<nk|JugV0(9
z_e0PwV?r3EAY|7P<i4xt{nAa?JUgQ8UT#|%S}X1ns|N47+r@hvCyJZEzH1Ak_j++X
zoW&5lGmE6Ti+>05P|)eestK(YP^++rBxY7UWwH*SeHZjIVlr3O(~fz;?o;Wg3*!}t
zD?aCjILCzyjg)7&>(Tux&A!hgA;;g^rt1>t<`4Jwe@_|6U2N><r$($y_6#Pt)K$h<
zn@WG;aWdw%RlYYC90sC7y!bPI&@;`00tQA|?&P<gFVsXsbf615P)F;|$!Bub9g`wC
zL&t|&8@3{N-Y&p?-FjMjbg0Gos5Z!-T~+>rl1KMuGX+9q6X>BnhuP3-j01|hA(xBp
z=A?yyXieW2kuRGdqX%0Ce01ESngxU`VvEg2p<j(NH&@ji1aWm@`pNUp4RZHLoBs%2
zE7#J~(n!mPo8!NRXKp=0S4bbUe_4C-<Y9n6;88pasLc0z`S(t_{6zJ{@}!C0*z>B^
z_euKfjt^+)!lgd)RZPYqqvep6^jBUD40~-I34uXaDMM%4j%#Fok{oISm2Z}{9><d2
zxbTDCGOk<cop6*t{SJ@A-nTxC00qtxLH95^x7uK3tp^e#6%<Gy_Mhdt8=jj+v5Rhg
zUbA?3Aa=fP!_oC@-N4N!;{k>Lv+TUahl`DP8`n=s)k@AEFEo{(DVLf&a#)6%Dw$op
zLl4VWY5on{w<(Kenu6CI1sblt@EA|*{AaCMQCHh1b|TjkAUAaHu>I-nab>N@5jzsx
zERsY7?XZ>AtcMVxg7UvkRG{E`-?X%H>~q4YiEqc+b^VN?o$l4S>`DQPm!mUH13%M=
z%?JIKOShgnQe_1EeNq`g=6sB(UG=@L=<Q@BcB{-nh)XCSj=4r}Xe!aEOk1=Tz$u^X
z4QKsBts$fo)7exQ1-KMdQ&7GQid&e)*ZRd*>-0yan`VAR^>FDMRkEoR&>Ta)cF<HC
zwd8xXY{8l&|5a*l`Z=-AwX&(OZSR@RnyhYD=@jX<K;&y&<b;e#lXh*-!$$vJEXx-w
zO6DkHTB#WAIQBI8aGpgEjv+SQ1z9O^lNUeG-Zn*fDLVUbG*wgs_*p2xZp_dXW({9?
z5Hf-Qdrm>zr|9gfIHz5Nv*+r&!v6kDQjp^IN;rpE#UjL}Nd`xoC*L&#xr~Wcq);<9
zv$MZ@Hyc0IohL8ZqvZlFiwo}&eYcm*`ez8gLO(XXs5%>N=R}xR5jX!;I6pHxdv!K6
zeAODUxQ|oNi*(*ftC4Eh>Dlf36~MnDfAQS7CZ^UHGA`5q{9d2F%){q04-NRD;~+RK
zWoa%E`w6r4Nt5|Wz2Bl=XY>pkYfGH0QN7-#qg^rkm~ZdW4}*_KxF6j&@}#jfaP7_;
zqzOGXls$hKDI>$j$5aFtU`K~fJftrCW5aOU2-}<D!+U{)`WfO?1*F@Um^Z<UKR{X8
zWHw~Y)dP!H{$|Fiu^hk+RO9^33CQ<MKw&0^JAo#Z{BsKr*CMz>5VWvw!6TBzE0vWc
zWsy~CVc|NLc#3xsjeiK|<NFjJA0D5S3l?qT0R%tsx>{eUO7o0#(^tCSCk)Bl*ei%Q
zbV>VmCeRuDpSqB%FMCzZiZW~-1_zMqIJ8!=wpO8rmO_)FONlBkNhd*#GW)I^17)_j
zV2-lP@cX1caY>^hA3*JLLGp2Lp|e?nH}eJQ?nsC@{t1CiPMz{L-bpUwZ^Z7Z27cUx
zP3Fpj?_mu45kabw7&zP90t}e4#h?nbHF2N(bFcp8rjoUkSilj3nO`>vW2pq6(tfcd
zOES*|_;^h%6qr=<IatRC|22N7XYO4@);qUZAT(O^c2FPa4W#}oG*QuDpYCEm66%x(
zU69j1MFm5H|FebFz!SBg!LpPCp(7+6U8RU_wpXX>R!4>gz22T%Y7AHLzT-T}_Qi!3
zW&j}~efQB_8JL5U^2k3$L2C|TR-R`PO`D2e=PS*X_`af?w3nUoH8Eb9v_%JoCZIe6
z2Zbjd$LZUgHL}uyRt_i8X`tyzB~R;_f2|Za*bZXfV`s4cE$q^5zH6Lcvw>TY@N#DU
zB#jPH{yT6dmDq4TaI%yz!@7O>wzH^sxU<29F_2^Uz?FrdI*f(037P$qQTd@uqUbpB
zZ!)7yO14@1wGXSl3Abt1HGLz<fie@&Z0m{lmAh~HVE;w(q4DQ`BeBeP4E+MzcHGEK
z|2>~_%}Wc~-szwu-`H<vaLZj|Pygk(?dfAR#SlBX<7URPn>o2xoh`OYEh7NE(3ju)
z>r}U6H4pW*J!=cluIpgW_$K(o-<i3dqkXtC;0$hBUM^p^tg_{+ImobEulG?oq&Urq
zuq^R<%Im|4x=*^Hk0z<3^5CH6lh{A{z0Gg+VDax^dI6Xjht5hZ>EI^pE1DAi;_-`Z
ztq$`vws-4qPSd$@C1i$J5r@Bzcb#txrq9(LNmCGh2Xc+f214BYu>DH=JAm-94cmHZ
zakcTXjwa+>YHtyG$di~J(BM-Q%Ckps{OzUf<Js*jP6QP#Go9h=m<Sb5(8nL`wm*Jl
zN<`qBfDokuU$Z6Hw9I=f@_(EmAGG7gcywOZBTLb%;BB-^G6GM;k$)j!0E<r|q6FO~
zL^AI(mZBxa`7jev8NBZit3zxPh~IX@pDVt+AR>uCz0qA;Sbt*>dg2k0*CPL}g$f(u
zb0loElVM|l`lvMEJcUQ~VLlmU3mN%fZsonzts`oav}O$=%K7_%QIAKwU=5zn(HpY}
zQ~4p?d_8qm+EFJ$T*L^LXajcR2%e8dm1>kx9IWkXDiF&4yl%!NqlCH<CBfi33Bh0)
z<`D25m%|!KZp}ivVY_&phn<Gwh*|d_&ubQ!zd$4|6=M^&WTEdZg+ADCY>HLE=ajE9
zI;^{(D$y`Snh+1(`P-vxeA>cy-$6{J0hx>4Std=(JAP|^0#aV3AYA5>g6H+u$=yng
zeo)Z?i^D>Jn4*2d6G0O&>G^s9+uh2EEp%F1!&!qB2^l$F9{4?u<|My%m0>q}Kfd^|
zT3k8#;L`uekwuzaw29GX(%VyaMdSA4jH78aBJ8*4jMsLV2%s=;T@4gT>|FHvXGHhh
z;pnI1CT#Vi)7RaE2RkflS09}1&5cu_fB!ngm~wWVHxB0x7dYQZQ$LgZ(9p9O4%^M)
zM9dxm{wnfEHCJ-Pn}Woi<4@C@a*QdHuMm*D&%+denj>WNGpx-Tnp&xW*;bO10Vs2G
zwCa$hcf8_@&gNHnYU!Z<L6jjc^y<`B{%1%-AaN7RSsdWAa|u)SKm0W;jP^NS+^F3_
zdmJ2jiNEk)>MC8jOrUGEyqK)j*huw#P&nxp`SAzs`tVzQL94{}d=^cGNUlAq<0^j>
z2UC3yCzcM=u2V91sccKy9Lva8uOeSr(pg&4TE3!vmCf`FYWVdnZtROLEryBuF6XoI
zvXX1Do@ZTMhj_fSz$aCO_*}LYF##BX66Ysyr)9pC*Ckl%v6{RH73dVzhC_zrg@t9g
zlAB17W|hcQ!=PV3uvzGzLa!x-=xnLVzEjJBUA+_(<x>>BttfY!?+^2bSL(OEfXOKA
zFwjj4Jrmp0P<G5*sUQJhD3Y{}A=kQDGY?Sd;+QkGAX?k8E@^v8kb+yT6YZc5hQjqW
zlN)0c*J2px6%c(8k{G8g2DobvWW3v`2^3esUNV&8WVFHjb3j4}Rq1SKylvjBI=NiJ
zRrLt!Ej|&}cx*5b45R}>@se9qu5@+({42-oX1;6QU-F>aV?zB07b6oNbP!w$^5SBz
z<h8=JCb2p8FO;&mk+Ajfu&3;iacFbGtO&rq%!0Pj`0p+q&wCCeSO_{CY!AYh@Rzdm
zUPwTzF$=0d$Nj<HDSD^3q;`{hlph+Xl|Awl4*PWEM1np50<qM--3031dk_LTB!Fem
z(OJvPm1_NB2rkWe11ZnA?|P=e%(Mv`0(AC4Ttf*QvWm}CQ@^2zyrXNc&Vs^dQ^!!|
z*ryWt;!;1yuIpiG*!E)9Wi>s&)e9-ti1U8tl`0Z#|C5?N68~Z7ecJ7~4CQC<Dr#?A
zqqkyIiwGY+&xiip&v|Je>}#J){o<x7gLT-)KJC-2qoK!9^~eKNw#C-bfO<7}71ey+
z)XT1=sa!Y`ZZ41s7vEH4qFnlv7~_6*`xCcnH(>9%)1|d>y$dveAAI``vXE9N;-6xE
zR#JAc`FQYnpk973fVz2t&M9!V5A-!amVqESR(*T2RPkSf^oXxp=9!^$Yy5VN`Yi4z
z?dz<1x6+(-8?WB(^qSGE&&k5_PMbS^UcQTSK)&hY$ALb+VY{t=s&}4QH?|Uc4$Jbs
z>?D285bO63uv<R3I{YMthX6!wZ`=EY_0zxYtE_%In&`>8IFc*0r16)zRi!ip8q*@f
zuuIVsCT%#>Ld#7g%SKyA!J#N>iW)drQRG41KJ$&sxkXb8wg*G|&$1aK3^D~BjDOx;
zhxWh29iiKdh!ZYKfY$u9gAK7ewbBBzTKgm<fq&)GzvP(&*$+Kf+L(K&$X_&a(64JM
zc;fR(upcgA6S4H%*yT0VoO7Y^Kw^L1zvbw+W7UT8+JQrrHT-_;2uQ`b`uv3&ew>+S
zrD8j=?q_ZLUm+z%;<LP^;+303R0Hi=_2-Lh;Ou{uanSvh<VUq!DqrJBwpg(#ra<P>
zo`(wl4-|Rc2F8tUoDSt|UA*v9=AOSb-&Vfk%D)uGpj*MKALd3L=oMKeDLi|yAL;J?
zr2O=<$z&A$<ZK=!#FcH^T%VUP=;?ETW7xxfgSYM6wA0tiZrCZ`x!8E1m@-c$Kx%pt
zBJ$RS;)*&sUXG2>cHdd4`>xgl(*6$Fj#=2Yu$Bt>{;!Ex3v<uRd8i!+CLqwLr}%#0
zl(wZr8!^=xdPdc84|)DxFwnL8ujdS%fOw)fOS__o!ViCFEVg=k`T);?s9M54gpZt}
zHj7)Ci6uFSChD80@ak)KBn*MLLnNe*<qSIjNkO{sI~}RI_qJwEf_Ob4DnQqF^){|{
zJM`YaXdCYgg6hInL6X8Cw^!O_?ClOj_sogG+3%BR9D38_+~?%1v9E!!5uc1!KJMuk
zE+V?EkD4W!T`V2iH-4%n9;_e1`b|l5oAxtl0Y@K43(bn^4*z_igTWLIn&<NT$~vb%
zeyXjo->-;&DFKNx-Q+QJ+)^GL@GbxB+VCUr^S5Pl+uql<Td%J_MHns1>nsQRPiXFE
z@i;;h<Z5Zx-?EPIDI64b?%%+5BUrrhS1R)W^h}+Q_#>r_4>Wd}QwFEx<GZTbI<NCH
z=ou(y@KyE`neV7KH$T6GV!%H`X-H5GZXOQqu(*f#u%}?gY|0PZZxUYeLA6`4D~#gL
zSiM{UOFrriXBp@nYt?JU35ssquB3oCIgRE#|B_+b<B(zI4>qL&nmx@8?Gd?6o`yM3
zzc)b&dMM6?2yypEJ*55s;LXMv&V~oW)Ora>V^`4yxljy}4xkdPjUT<@D4<YpfdnIS
zwLn65Fk1JEpY*~>ap|IGASZ7dp{-0xck#9YI^9$FqN@0)@@Ch@Z*~7mRpmwOySF0X
zb#!JE!h;v^Rd!`%s?lOWyf8q(Oy3AC69a4mpMt0@v`%@8?<f>gkYTz)(IRX8Z2MXI
zdl0AN%u`(OP_s%E`Byz4l$)ygFH^UQesq$Hc43Eh;d_w<Nw8L;el$F9;#syP`LJ}@
z0~;GEA$#+$R5!SrIL|5ly2Ms>)eZ3tiYT~^3eJlJu$})D`JjAN59Rz>tFBRw8=A@)
z>nc$n%)bA+zPFwlo;sOU;aR(}ell_uGcg0;o1d|dnjm5!u+&sWnY-L}cIi$|=}BNU
zAS9%`LgJ?v*D{ywj_goaIX})Mk85kwbe&Tcp?KbNTEtm<TwifAkVfGSf$#(>`Yf(t
zEHkzgj@yfJ%%WjuZ%%hBFL4>35{myv(zVAk{eS=6*jzV}OJsAY5Rp>kvd#TcB1DvH
zAzi4D+;%}j$epCfElTc*+~$^Rxg?>Bxf3#%*qH72{(OJ`dF<gad)Vv!I_Esk^K$EX
z$f)LK>D}FiHwKew(n0Ah3(xywR8t;f<5%~`M!_6EY%x2m`z+uFq*COnbGlyIO%^0N
zQlP5t@eWAbGG?3W?E|w51Us0Xarfr<h=);(eS4?lDNDMONaUK*Hu@f-Jh^Yju@&jw
z)rIZe`PGEzW=xq?D99$VBKF2Gdb1x$qy-MfRE@ay>+(*{UfB4o0PRTM9jwTY@GHX`
zWmQEjg@=E-I$jHC3DeOS+NGpCvJy(TAcP1;#+sP@v|RsWtMV_{nzy{m@Z)pmg-c)9
zEkP#E<jF)FBO50wq!dD{uRWm!Z-JX1--snRAhERA(R_7?XK@Cj^NEShnlq&jdv{r4
zJy^HT&qC<xOKsM&#iRWv!hJ2vuKcY1k0H%10A3yqAKknch?TqU2zZf(c(XK3dG5aQ
zmrHA)?aMB>=&{xg{eGGW;(|=g0l*$0L;X)=+2GlO_2V*(x(c?QKZ+`<I(z;``E$Tu
z*oF0`7u#sKsmcp5g6F1y6!kCG9D{9%ajdd1DUsD~eOREyDh*rEiuGd}#0E1uo#RvX
z4chKrfCwS3=?Edhq!1m6GJ#ao53lH@GlmbvrS5Q>RJZ>2u4v#7+(2?O;1*GORp-&x
zZ}?P)qYio-Y@U|U%AzS>uzGydltGc7LdUJ3&*O)RF#T`x@j;%|N4ohrsJ{s(`{RHy
z@gW|EkCgNm>F@k{GfC~m8Qa%9pN609^uG6zd5H~8{4N}pey`r>f%fuJ-eG+eVRmNN
zHu8B(t9s-hw}hrGJNM*++C?<NBDy?hFGS4_S?9u4$*!*Gd4K<&`g-b+m&w+@djpK+
zb@~xh9Sr+@F+|LJ{TCsllbgc#3CK~sa2bb62WU#V{W>05k1u@1c*cvw8<!6)rVhR~
z8-{Cdc*SiAHFdov_jb8Uqn(%~E~32pI?Bnb>-JgeKcD8^N=2V{+~){aOFPmD?W2uz
zq1L_PLcVo*L$36AXTfbn$cLa`VLk2Ls{BiHQ=CtwJA>=f2@HS7lKTO|2m{QYx^L3P
zpC$Xb<HrG)i}Q@6c-Y|^vmXCQM|Hh{OcNg7{7;6}-<S5IO=4J3lh@y@>DVbW{oB<V
zoRtuAe|yA``}uUf@)hqm)v=)~_PSc?{(rltwaXh>j8&%r=`i}{*JCZ=+e_s+;k%!k
zLY}%1W_~@%D3{iL<az&3_gI<1ul<HYKe&%CH}D>Jd?<3(bN*Y=b$j`Ov<`XFf2@gp
zgMPucvuHI$#H_*XtM{&knuY3{L2B1K*Y6qKtBksLGO99D5Z5YLA6=J8u5*ybo;j*|
z^pMMsu1f);jtI4=R(G?fH3dcvm*kXhCXIb4G8yFOlSR3W#;M&_Su*u5Flm!Lg$fjW
zHuaxzRh5D}R{a#D%h;-|?W-0}unhn=6olZtCQ)zp&>bTDYj+$F1NAg(F$mUl9_(?e
zQ2sFmiq+KOS-hWSKrxIwX8ib=qinKrlG$a8`>98c#PYysq{T<M!EnP`6tCylZ%g@)
zax}E;snTMiD?|pF)?H=IWq8h|d@+<N;I{|o(jQD9qjdre2cQW@n5Yu|zT92FC-^+Z
zRa$-38ZiTZ^PJ|4VBWvZhi}(Z5Y0Q3+I^mv*Fbp|U20u#ZT;wsQ}gGSPnVQ{Umz6;
zJsa(2gUe5BAO%B2;S)0Lck?x84S$@PyKeMD2AvB0SfH7Ae-^>P%tC!{u&BUj3w<r0
zz%o$GOT`YdfQX`lUtmHEI07gi=I$N}CmZAA6^$|h4X8SKHbNv|3i=#g0k?FQnxQbV
z<PB-?iBU75bPz-4u>t#)3>TgQJtpv<95#C^k~`tJE;tEe__!K>(Ef2sa!f^Nx4A#l
zEcy7U5<R&}Krl;1O7xf-oI560Z!Nfc!~yTeG4LVtRcl3tn#R2oGm8y~k^l5D`{X~K
zp@8*-3C#|G|Bxps?BQf{;GBALNY&Tf2d5tMsUI_cux&SYp`O=El26RhJfS8dXR*xj
z&)aJfe(wa&zC3*M9Cjkqt#ocWXt^+^wy)uw6@%XU`|t6+;PSs~a*)alfa3zdWxz?O
z<C{M4xpT3xu6mQ4{iNaJtiQ|8Z(-rbxSc>cHJ9oRxd)Vn1vGjD<fY8ETNdoClu7qm
z_SY|xLNN<eUF6uyS5U6-+zHB@5D!*apf-EOS7+3QP*Bai;#O98yZQa?%BE>kuWvEZ
zA8o{}*%b}TpL<$&7LH1zCppZGkq>XHvDr=xw}9=vucs!<&l6g7{_PKsJhk|WRUQa$
zIK4R+vjlYD2iQ~J07(#B+v~^GnQw)w%<;66nDL=n27RzN7qivzY+dyN(O4K&+?thT
zOo<B5Z@sQg#({piC5_l94}L6Qecq1`bWjb-`BkiOH~ZhUj<rXnJLgKOWa9{=U$-)P
zn_m;C6FH54OY}|xv0szVwi1;#52qe(mi<@HTKlT>&gVwT=w}XL`%8OM%<-@vJhi1K
z>P@R=W$U}sZ}c>s?P=P%d$ppqj>cQ`5D^)<C7^*jRC3yYx99KL-c0k3?!tMyd!*}U
z8>WKG>JyCf6}`S7Zv75<NwKx;JjE$J(+Xmgja@PL#2@)L@YQ7G4Z30UIec*A^>XoN
zs77Q&wn?*n=fwttc&7swso%10PB~~gk5{7D_*_0)D%P;%8>WyuQUsRm&-Ujl3@j_K
zJl>u6BK2KP>RQx0$~ohy*8&ZeM|2f`n0>_NNgvJ7Y8v$Ojq&1ghdTLY{6GtmFf0S=
z)2j)#U2#01=Qkr^&mkgU>;ugab8j^^KGFl6(V0n6Sahg#)nm~Pej)oIwqn!Qk+W3?
zK2>iO`2B^eGr($4sYtvc=6<idZQS68I%sx0&+<hnYbk`x-EQOj>+nU|Y}fUQr%&t;
z798F%chi>p5uA7n{2g_<92%Yr1LpL^4?NdEnWW6qjIWv$E6M3+@bGd!vq-d$bn!_}
z#&5_z<O$JFwI;cEn#3F6a_!#5YmYA4Ji6!<aM5M|*{k_e`D<lEgs#Pw!>e!(MRF+M
z?DQeuD~@YNcS5J6n4=AAW<#t2cACq%gk~w-&ApXEg7n9&zKuB-`*ILuefiUm7U`z#
zzV%z!oVxAlj`s`4Cc}dvG@yC7eU;(4zm;*kYfVMEIm~bF>ry?kYrE-`T3~$$J=AHS
z<WsGH%ZyJHp|U2ptk|94*6Hsy=WjjNocAWoNW;cRBPB{>hRgMz)v07B-E1d~WG9U*
zCk^i22;<I*54Wi{!*cWJ6`CvP#=Zz{rS*#1@lpO3$l+j*JYzBBLyfdv@j@kTA%q46
z=M5$i>3n}UI2!z&9a2=_kfiyYuW#NRvTHQwDypO3<N1NwEhHLHA6)OodMlqp(UA&2
zc{M#G{+$7I9?uSV#1%W>%_=|5idPV$196dXrN=yq(PK55hL~)Wv}x#CwA^9iO&N}B
z<qf9;IBDCw?+0icDuXg|z{yb&NRYRDvjM|lvgc^8+#X&ovSQ1;Q#UHwdSh!FkX3z7
zH~$k4%i!n~`s%-DSN<(BY3Xz%0-K9jCBvM9oOA%Az#pJ+8iNw3ibB-i$>u<F2txn8
zJ6vJ`WG#mAWP?Oez^lftz*QWJBlbXHZm#o2z~v-8&7nPB)kkr6VP{2m=0$g+gyzs2
z7I0vCV7pZi5kKZINpi3}!FGgxH0*&Uj;zd+L;jb_pKA@x<)f)vk3Dx9gC-hShJQHQ
zVxgRAFa@t6f`C979vPOtw=j%sg_2_76cIjf>wX5D6k05PqFh{7Uy2OK=<U9R@IYi1
z(0`H$neX1_aIwKch%b;l9#pg_4kL&c<yOVWT79-XzPf4>68uF_uu0=wU|8tJOv(O-
zZPlMS*VsORb5o@EYp=hDXI~9DUAr3;G-o!s@wKe*^}8nnhvsvb3oq?H-%an=`TRU|
zMSAb#9eP8--*S~ZIVNXu&I5-T8zv0kT$2dJb8Vxy=tJS|V7%Mo+;l|Er`<FK9&%a%
zQ|U}e@9Ia(eP0IVIH{+ba(ENz5+P(bNXGPsHfgllyGRnM0*8WD7al&}qfdNj_<Z;J
z(<X{uy_@AZX~)5P@8`~Q|EA7Suf_c!+O<8jcE$Qu!`YB0GS}$uKL&P9Gbp*uD5uY}
zny@e9px&)1y#t=exdx%@pK;!PE+ZYTZr_g?oq2hLAsST|S;FFrcVb-J2Q-3wGcJpw
zkFZ~D%1gq;F-)1kw{{~TTf4F>$r-dfA~JRz2^K|lV}D-G*krZ8?j63E8b@H5+HJ_p
zp^G^NwnN(1QQzgK#F!xL)l@ptxsub~Q(P)+E>=m*WkuYwORDc*M|QAUwT{oBsVq02
zr%*#w^lXf7&x}w{h+N7i5wrYQAXI=m|G;kEf#5tUq;0~OK{1Y_;y4taS@bl5gSwWd
zCVHGdDrvV7am_OFjJAHt!B;(TR@!pkZYKHs;Ur2Gn%Vl?Howq#$>Y+S8QVV&Y3GdJ
zC0u^Xf1W>l@NNE<PZXXj7ABDvNr;YBQ_9q2gICAv;U_Z3<(lNcc38`xCpg({!^ho5
zr|8l~(ORY$9EmaDCf(sgioeelHf3y{`Jy9Ai$OZAz^br;kuM34NMQ^K8~ai<GOLfq
zW5(DPe^a?E%sb&pRx-g6{$e})mUNZa9jS+zn|`_S?X|B%$FpW#x|whvb<A6TIViRF
zr}-=z^Ws^gsvHOR9_|eXhl6+_&g8m~%PZ1FE2F2IPDY(AkB;m@?ieZ>$=)1UX(b3g
z6?&S2EscMvqyrHuBclhel@q281B1Q^S;QjO>q=(qincfhBmz4&zarxd9fx5P8K1r!
zu&X<mJY<<uWNX;ebDXyaPCc0DV5P(*(}ar*g33t^a=<+BNVL_8%AB;oHDmR7tGC6d
zOAsplV2M>*N}Uj0=R{qPu_2iYhC%U$a@)Ov$sxELaE42%*6H3JhiLG!xQ|uI&FMu^
zJ?j=GXYaObemQ&gZX;u(FJm%%Z*OOkv%UJ^;@_Y98%;<(-G}R|@8w=^54?M7*&p!l
z;+a|jyYB&F_O)|qXKsiwPBo?_^e4ljAHPNzst1sWn7BqpWauq-H~mZZF5Ne)Y8shR
z2pF@l>gh}<kkwYGRC~tbESi^$XZDyqGK<mT;gNoOaG1A>=85`wAXY=mV|q9yd*~i!
z7OlX{^_q>a5i<~Z@oM2Zs21FTLu8!fK6p6AXf`&%7=VC*b1oB6a9i`=u78PZf=!nv
zAT9Ky+CF*LF|LQ&gsa^?Qj6@yYDTZ1c>COt`f?Kp7W5~ky31I5+TE(iAs2{kgh8N{
zC(lz=)KKJUl-p~!K}6L7hqP33G}i_g)(Gy0uaE{BUH=NWZ^C&Ht>gG;QQ|;Rr?|B^
z-HnQQDlSLCb%0i>-EcJmZUW4N=PD1EoIhz9#B+-0C7>tMzXhrg0&?0mkd>7$>ok3{
z6}tet?dl^>g^4H;5^5bee_Ksl=6=`n>gcO+kJN5-MD$Bswmm9jgdq~TtFHV!KYv?t
z4t;+7vJl7Bhyza`B(@?&wOBX?<p2hq3G#GhL9?)lV|+9zO-8Gux4}?GXABWnfjqz~
z`--0)GYb<WnJRoZW=jWbXDZdX422M;3IEw=v?4VGpCb)X2y7)0gD{k(;N)YNa9%9^
z>qP(cM095gGLk^6fV-s2MPE(GI&X4;TcOj$@ES&(D@jHcogHX8jiDRl4J0A-kQ&5u
zxuqCv`SrJ0t=~Bvw$HEM@sqDDIP$@(V5{y0RI6-?wbEqtGHg!kK{L7V@$|R(>3^fc
z@d>fQy5C;!vb?zed=b#dM&GSd8xC?SSeo|!+F6-y0pScj3P3ZkfK<8)dJSWU=r|%x
z!f8hbjs$fXy@~nq#87Qv#bJ3VNp!@!Pf>&le9gI^Ch*6)h!1ctF!c6&rgh?Xv1fjU
zODP~K!o*i2Kb<6^sZ6(uxiQ>kCA-KYEM8JKVEKgxDxh-Y>c>H=nlXpQpI56UE;kQx
zb=ig7EMV?l|Bm&9uc^cn9$e?l%sf!FRAmPTE`9&X*OHyRH^*poNjS`!TU_bOuWpfg
z9@2br$2)BMN7_D8^e9%hV&~6qwnx()`1AdUw9feYzsde4Mc*JhJ03NT-5;#lI4ZvS
z-22iA1ds;=htBnuEVQ-y%3XqtSVYRKqm4>c0&ZIwDLj;c$!m7w9nYqY_;E%)=wA-M
z!j)*NZ$L-VyX4<}OjguBEy0C<lXrDh{B1wW<yB2<lhGL&TMOnwbHvEmht>yv4VmbV
zUNqQF1AL+)c)KNpb}rSODZ|dL|Gi({am_sOK-r%QF9S1lZViNM`*}rXD~>Y{+Wk%<
z;9&Yu2$&--F;9o^vGBcT!4+{11|tOyJM#7=UsLbe0ZHuba&LRMWaLk~qYG&I2yG+o
zn@~c6fW`V_{SQ6ApzBW!t)HWWeySkY&aj(Q6$E6pk5F-n4d$4NS|D05%CNO+88TXv
zW+-mEA!A;CwQQj9Sd=6WKb96PH{@%^oLEdu^slS9dH>H;cI>WziEV|&)2qK^ejWn|
zxI@0gT=b;7XZLZVF$qHq?kW;iFG^mmt@zc#gcpO{g;2^E2Uoy|NNE=M&PlplN9jmY
zypEOKZ#Y0Zh+;*Q?Vbwz?8Qw(hjwGd_dmq3C5b@%mkbY+vZk~5Qsm42iW9pqY-X-|
zX>!Mf5jNE}K*W_^W#3rsRi%`(@6Y}jkhFJ^YT9Luee>!n*VE#qw|A}y=IjU0%|;k>
zu%@WP$86w}=oi5agsn^Vobk~z;eYQaxBg`G-I{-L+>5WbXtS?qqwg3WE-i)2PMFJX
zh8cYhw5^tEW2TX9qm^u<mBsfpR>t=VA<*op1)V@2KXp81*g|+}=Z5+Q@}B4?tTzBB
zcWxqqh_sn&jeL<&fFZ)g!H(tAR4fWc-axv7U)6#jV8B&csQM~RsyJ1t*HjHg2Apd?
zVd?)}N3LgO=FzCg=#$Yxh?<D#qj+&+ITqVs$`?<S0YzdEuzMsBAL76+JSG(Ir;7mi
zYqEM*x?4c()~rjnXP9stX1MP*EOJZ$h_*!k0f2Bsq$@k|m%<DhK>HWqrwNEp*qY>i
zJ|Fhrbn7giQY9caB)Hy54ke8OO$i2q&qd@ODgcBojyT|R6}Sd%XeS-Vu#wu+Xx?6K
ztH>y-Vylb-7Z?NckU?<aE8rM(@t_<e9s^3JF)7pG7*Vx{`4xcqE=EcLBGcP~qQM<N
zYB7l{Xp}4i!~YvX*4QoPL_`x@6~&eL^2r8327vqU0tLa}%E8mn2*}W&+A(8H7L_ZH
ziLye)g(BLp*>0@%k*+;KKUVvnv+&WDoGYArKKtv8iIk*oulJ8%Y{<xYe>ixwuHuSz
z%at&{YJW~OtK`^t2)Ym%mhp2_t$F`R=BJQzoNMt<)o!}8NvdyGi3H-YE=36VTOn{V
zgOqpO#2Hh_X>{8>9#+1){=S8JiLt#9sao}f_sI{VE4B4Y-<yBk`TM5SSt>RVk&RrQ
zoPWi2?R;pX15;oCi?UCrn~2msruT8ue(yh}p=SY>gbxtu=EB*bBi*j#e%HHgI0iMs
zkheCE(~(l{Fw<nfM;t~DZnox7>}lxO-|<SJluYbZyIB|O*_J|J(4nC>6gfB*%$G_8
z{}zGB;*;R`Y4#dzsupwF0dB4lrWTO$tVa^m_C&ndRwW>|OwoA~%fPze6_Jkot$Uv>
zWAv)__-QlitVo4;yOK%;aLVPb1LuJbBR`dpOOJ3a9E7rR4Y>eBwNv`q?DId-XVbQx
z@fqU*-#7(UQgRrM=jHLDzBP-;<GH6CrU|J88ajmMTVZQGnfP+@pZib69|wV1jB>{}
ztNtXtaN*i%2orwk`mrydt9P>AuE6O?A`UP}z+r+!$wESle0bmQiQ3qyyO%0MMpmvE
z@vuNUOwK%-ro0kONECQXcOc*Xti!?ZoKA{|mn=YA>gkfxpDv*^VHDkfj)QY9RvR*E
zbn<h9espm=)N73j*bJBgzTsN%c*CSab_I?XU<0L79=E))Wo-+0rvjCK{)!ueKAm?D
z;8j+WRojF%pAS&FQFHl)cfy0$TD=>MciwBvG+kSU@3?3`*!WFZ3nMIy4j^0Ds|~&c
z&R^|lYLNflw%GT{2-cGi-=AjdsXYw3egD-%zmJ6vMkdGXoxj@I4yD^e6ve-lTq!hL
zI>K`^8b`EHJcO4Qb4cO4-DAYFoh)xsqFbnQq)<oWy{yK29f8zK>3=|JMH3b_no|~5
z=4Nm5$J|VK0mhc9j7*o$KZogGN2~d!k?zyLK89{kngRf2+&&D{>WH<(i*tC1V7XWs
zlt?7TM$Q#^^2$k5AS9by2Rx;1W~gX?=&lZGY53nq|HDbnU7l?X9b+U<r^sjSD^aZ=
zI#hT<PmL=JD{qp|giZn8%3vcDLXAws@JFH*ptzMo*D){%zl>qOECv_Z*NB)%v_bU?
zlBvi8Y!Y0iL!ecJJntVJ#B-9F7|Vm<#$gi4iLxk>5ZV;b`9yQ`lFOuSE8rGw@CTtR
zgBm_d_w#`5#(3pDX&TxP0Xu|8sUm3TM$bfv`*v!MM)IGq4*iRILKizLfX)Wj`u&E%
z1}Sy}Ievz(3#-Q4=ArRu`a+^$q6hF098l&`I8C6A@%>>@nOHwMl*-@H-}+MCqB)le
zjY4a}APNX~G*|@YcFa8GcA**14YU6}S*Nf6_l!uz&>*eANddYQa5RJ>AcW|}67%(e
zc(^}6zAdU0FNE+9uYhlcx*DUJl^X`;K%0~-{*ZX#SrAi``9homCW(c={)K!dhSMt`
zC5M)v0>FDbK$acXWn|Af27OFAy!b*wc{P-k2%;O9c$#0VeSkT8t7cH!Ir&4m4kx$V
zyQFf<&xtD$+4b>_<@RW{L^065R=}@IQ#ajen8V@-8YR7N=AAE|(P;=D(@SLW9UuYY
zA^3myyeb0G2@1HHwb*!i{L!N-K8<ezA5V`5NTZ^g?zqD4Jzm@rmq8o<uvCAaBXtK0
zhOCg}&<O$`4s+4KD1<&9H>045#jtSy6$J$jh>euu3|avp$c|20nU2{@<sr99|3xhQ
zcH+y=DYpzG_-`-uMCA;e*bfY!`*4cl{L+!}uY*<IwcsqRjoAG+rZb0@J~8m~c@E<`
zXVJ-{$t1)Pd4|cY6np4?RqWRlKWjBMnEe{u2j3v@-!ME#{jHc<VBXh?q#^JnkLk0}
zMhnp&Ty)G{w@WMm6L5Zma-%p{w#22cM}Wm=6NjU7-Mb|I>&@)pH?B&y((T`mxb!u=
zO0c&bJ1F+($SM(<y7RQgSvgFsL18utXp-u3xJ$hvvs4w?%@7Xm8bSermsMkjvhfok
zkp7C!P`Bt_J=v097M5?fMl4>wOk^d>KNM$Z>R*u);o#Oz!2(FMIDz#wuM=L^O;{0I
z3S+LQ4E7^#A_kl{q))IgN9z2%XrW$l4?JYj=JKWWVT3wQ_c1?Pj-~3KMElsqMZXtr
z<xzCWePIUtgd=%mBC>$zw3F54D0MG}@I0ZYlv{=c+)>fM9XQ<#JhsY+%nhWu4;TPc
z^yFCW*9<;ii&#r&efWdca)UmpHu^jIPUDTc^(kZfk9O%F#%(V0&WD#>VHd7;mm3@-
zJlEU#@v}ZhRF&1}zqIhJ4_n^yZ*w;-C*kU&@Y#1>lD@j*b*x1M6}ixIMR$L0cs+!#
zgXQMAo*x7KPB~V-CFruaqW$aVqtdcRO>efXZhmWR+j!QP-19Rz=I8KwW7T@&MicX3
z$fgpoL^n}e$a5d;JDqBS7m9ZCW#&>A&>N1!O#&r%TiWf?R+KHslNo{3Kfj8C7zZ=m
zqb-O3w2qB-0GI?spNnNsnhsR-91;(M67*uiydNFSi8$w+556*T=mDzab7H9su!N)J
zj-r%~;DnCGPZV(RAvBz@Tq@$6+z<EINGg^tilVWIv2Jt&^#Q<xJBbi&EC)OXxr*ZY
zuup;vI8a$25bz09u|JB8GFzJ4-ZDP~_<j&Ts)%|{#K6*q7YLFBe2^D?O$RxNU)$D^
zq3ozJ4!##VD+2*!K|r4+Bn}Hg>7Wf+P+1gJYgXM1$R0)q!N?ML{~!`UVU|IWr4w?e
zuVK0^GB3i|$VW%^nT3E>cM9%pAj|!{-3ApGg#sqdcQSQnJ{nU^23e#9;8G<4{{t=v
z9wD0<GfktY0C{RrGSA6<u#P)8Hc)3fnBYpv#;f5CyzF(E-s8qfN-|s?z8c1^=b1NH
z2GDgvu?YwM8<JOfv$^CZm;ui-FvWMjA0BN6v|^sF^o{PthM5%fh1C|VQv}~YX5aWX
z3Sip8zJ7gmiK=Ais&mU_;<n?@(&q%{Q#*~Joa(l)i%m06Pdz61ZH0R*Gt|qLnqO_7
zdWVh+9^~Lx8_Kr{WuAbnt|vhsrhoOOfN2zFZ6oc<rOo}dIkYJ^*dIY?483{rsxW**
zMu!Dz>LAcH&UEad972(&;M@4%^iHqP<v>^8#%cVW2VTy5fgf6a6ug}i-F5mRzdZR7
zYjC*Pf2Y=A;PMLt-mYYe=cT9;p6kz?DT{BMXLui0*>_`MicdCSZRlat3L<cgh2z`V
z_?1%nY*Uwp*Vwq$v}|*9?>DtvHT_X5+zA)a&rg$Lt4s!5V#{=2F>Z`>Ah=F&nXf>E
zVqwBhPuy3rvJeH6f^thkby)@?b7)=+OIDmil~p6JBd>IDWNyjz9+^X{6A775{J1v>
zIKF5zckoFG0ENv3ap01h1gnm-$CU+mE#5&GaGNv;lX4%}-Q`=z7P8u<V>m$395J*0
z6RGfC!~6mResBhDtHUAABVpmuvUKPMayOA>5Gj~H)5%8C`=e3`#5cO5%g{IUt0(t;
z+4#3(!p{91lI|=yY6NuxmE8(icKUn6bz$wU;KN?vfU-O^Ius0~KOXXIVCmV|K$;gD
zmmkLwXf*htKqA*e>(;CVG_e6_!lgJMV-!%dd{AJUKi2(|#2dvCi)IQvQUIlFkE0Kj
zw%Yx{0oRG78_4*Yei6xjfw|59@|JVeoZ?j(ePs}ddLeqAPYyrN0xh8$7k8nTPlTS?
za?)Ip;82gbC>&g5VJsUEx1a2z^Ss-*s^fx$mF2v@aNP@up4CAE;T($A-l}o$j}-!h
z={?P#Io#7S)1S{yhI$M<58{*NC%4)d^Ys`zru7tCm{rVv9KL1F8=ST5Wz3zR`niQL
zwIar0(1-T5Tf%qfJLu*J7Es=$p&a_}keruT!YVzf8oqG$Xi@qu1zGbj{`*<v<=qgA
z<J!FD&vls1TPycNjIShDpFY_nfAXDpBL=V&5VkJtDVa;Ci5=N8KRxPySvy93_-%G>
zjk#5@l5p74`EtJ^up9{!`AaZKBJo9%*ZW5*>*GhCXn$FW)p+GTt)4%lev&17G{r#|
zwbGhcHdk;;6CX!#9Tz=41u4R5Td~1!7K#@a&nFILg5Bv60Eh%8;ZP7M8357&dMZ2d
z4e)Q^b!X(w_X_5Cae>6pR*DOV3;!8y3Iw45&H-G8u8AW2r^(SLi;`(P-H&llm`FP)
zk&JRf@&_Qcq7v1SOGBS<GMH8yREHp$g6?1=-B(DyDQbNF;k1Q8?kKbZ9W-kYYmLnN
zZ#FzBkAPCSPi#UY#S2OO&|NIZL<q>r<3ku?<V8`+T!1%?mM0%#iULf7cTPrBS;>b*
z$e@6MXVwMioYwwZICz5HwjG`U$2&AVRH&aN6U{M@jY0=)!lOT8dc^u!q}KqzmD`4j
zH@sygOGg5`6RT*P)p+mfnRy6a1=C$){urlu;O*gBAIf{~BPJLYDzf#G8t~VrMfgc%
zV8t<^3|Eyv;AwCgdZqb%2!ajnhMxqAFByHC#<IHe;j-`sX$Gy_d_DSOG+c(6DCM$N
zp-~9nQl}VhC>lj}?fMnA|Ba#2@}SCBx8J?raIpUz^D@gOOs^sgGyn{n#7A}fRH(Qf
zE%gkBl^0J(uG$~fF0=gaYLB)&--;0dDmyU_a2veG(*v(~jN6!cSMvA6_P?v(3p>s)
zmZG)`OUn3!Uo0Fu2a43BD8oKEXCDFzvgwbQq|1ZrQ==ZX2JcL)?|^iGQ5d!wPfCwx
z&*v8(E#Vk+Ub0!z4;y;*X*w;vO73vlu{|GE{<BTcc_f_jSLLFPP8DY;hPmJ+xF39X
zZinw}3zX|#@cLX&RK~G+g0|j{wiW7_=t~23=k7}T+|t1OC+tg!dYy^tp<nlND~nnh
zD}K)?nP1?(B@+GBm;-Oa61z|b0y{8#42nWU7<E`jr-lEhVIDRd0Px?N$fUc1@#%)i
zGM5SnDS$ub#X2j(L{uiaapOdZeeA7_nhUz%vB~tj-lNSH?2**(S>w{~SmApYqh{Lr
zCGjklW=*GtO_j`*XB!s@5>??Jja=5lWc6^5I4~?<4eH`|^rxVl{iKT*O=zd-TkA|Q
zsmn5NnaLRb&{65W&s$gdjwiiP)u~>o;XMLWOrV_4`p;;(dBxjS);rdgder~>dP25c
z?l$tt<3Y<{J8rGPw@_qcVF1EQer0r=*wx}$GTWjs<t4{l&e}8T=bWCGWV9xpmC&an
z`-RA|9m>}YXWPKXjK&DwzV{G1iMTJCx@$iZb3KUVdnqYL__>2uEiOLu|2jKj@sKzv
zb(SUnU0qT#n<oP2?gu^4HG4u{($jyy$RpY5*hAV+L6jKcuOp)67dDlE^9le5C2j&E
zffX3BzVHN4{SoRSSkMyaB{tp;`rpuC$TBz>#v8Yb)v=1;7<>z(69#R=ir#U<rpubS
z{Y};y3U_{;W+W1#Z`R%LX-*mZ_h@49!{44`OgN!TZ_A=@w;bB#V)^3HBl^lkz6HWL
z|Mk~%7T9;r?3=3_oB#TrFK6VGxdhjQuTwOL=r5s7p&Of>`41OH?~<AA%}nI>m&Q}4
z*_Q_fncKf@E*v)5zkmv_w7Ob}ZSi-p9IE@^-S4E6Zlj)Mb1uv2OqP>gvXfr6jozXP
znvMc*(zt#A&Aw|a%K(6AuOAHXod2Nt;Lz8qTQ*g1Rwd?omO6O^)kL;3-#x1=vh_G$
zW$9}J^iw`KjP1Q>9460oxa6~;=!-*4xM}m?0S^4#r#Igm-=8}k>Fr%3s-$wqTlo;L
z5rzwI<bWu^SotI#LIHD~=6^6zB7#4O3&zueVTzem4%wo@lg_iynSdZ4i{YReLfA6D
zol$EFHL?)v+ZR;8<HG>QM@dFtQHX|Ck|N>??Dkt(25-;4j*oPqGsWE5GNx?c2K~(n
zRGQw#>7uXO^cq>g^gm&7FzzB(H8BJZv!N}+0`N2~saZ?_$#oVwho-5>Kq4}+AQm+j
z!Nb)$d{RC}Txy&61&R610<Ii24rH4|N7jSKpkFemNSO^)@?&?zsSrMkU5j2g4+ocx
zR$y73v5JN8Li`XoIb)@_pWfU$>O&+Hb8#rob{|6p;;S(=L>vzb`kn}a0eu>HWTa+n
z#J{-Y3d&6;k+Aqj?-$nZX3*@!?-=A!ue<&Igh1D&C(z?AXotPKp8J%N_NT`Lv4^h_
z&ed&~KD<%wakH8^xVam(&|JT85Ps&#>zp}DoqO@D%n8mN{RR7?^nv{4wWV8YH$!u7
zhN^|-PBG!iAFN^1x5zjYifq?Yi0I%5a;U9HJQJ><*V`NI78KFKq|o0_Sb>PQ*~@Q7
zo>=4%^qu&*Z@0v2bBm($%6^EpWA+jIjN?_p(_x5j>9?l`ur^Z>$7cOomt~L8wNu)7
z@Ua^#<DqT0x3>ku-9{P0O!#i6kpe=9gTm=Wa>9jMjvuOgW!(2=K85pKfBV$tD9R|u
zR4Cet6+ycS)9!Efkw<j2JR?|ryjZNif#h>zQc4hAwvl1#ZF)kAp8=#2@3wr|L0e?~
zPAVb#^mpSdA6XJ1`mJpTgk$wlgOiK@&zKI~Z~dlDp$)5GXPh>i3rx0R@-DYC2!n>P
zOt=;cq}egaig;|%it>^GeZw7;4ktdGV?m9xV(+fet-w!FurrJs&V{W2GwVb_*{kdb
zg|H{jdjsYAi;h?v$as3q1IdCv{EUSG@v5tsJBd!^{XY+`HOKz7+c>LI&kbOPR3r`q
zip6~Rw~f<s)X`_twq4F}$k<MjfH5AhwTG!j=kmcK(0L+0N-!B$QZD-Em-E4`%`syU
zxpWrPou3AIb*WM4AoDS#h>X#WF!nSo1_kBnuYmi*Tdij=<SNt6jw?JUw)1&+Ie(N0
z*Rsu%rQMbLZ&}jF!)li#UR@lCb%^+M=$7AvaBO4Q<KE%cg!%fIq_4LqdLQpkEkDoE
zVNO?1hBM|}o;L4&e>%Cpz1rUO@GgPL4mo?`YS2TE85XN;y<`apNRD`+n-Z_muJL|<
z?%Oq^ITfv__b5`*^qY!?L^2T`ko=;sXX!={gKEYFODMWw``T+){VMx>#$>1B@vm#W
zTlMOp&m=USS!TLRrd>&SX8mFchRc&xdEcJ|X_YYIF=LKKUVZZIR>DrE^7y^<6^Cl=
zPpJnF^SOye5`cmoVe|IlLSaN5FAdEvfdOD&oGfGkv<Yek1O4rPw@0=ylz}af`;BA3
z*Hb&3)izqa&z~ZyO_5{HN&59ekDv#c;3;_Oi!=Pe@HFc+wLc|XFhB^&B-+5s#Ul<I
zIv0HsC!GKmcKoC<GJ&QEuVflvm?%w(mrP<bXiI-~0V5~H$N>0mGy#xSH;t0Zf({B2
zb=7#u3usstq=#4M(r*^{5HKSQLfUS%iSPqp2@^L(!2vy#F$1_Uj`m`6xqzeM+1=)M
z1rPMd>V)WrKX5b_&PZ16wkI;04pft%ccRZY5pn-DV<G{*6_<9nzd#`SXe)VUp8QFn
zHdO@<)dQJl9QsOt>(+5@9t6w^b$+hrj4cQPp!n)YGt3sjPaeYoCGY}Mca0(893GPm
z09i+D7~mpPJ<SxW8Ua>BpY!rG4gSzv<)B#Pl*s~|8_S@wNDM3^JJ2#U6hPWtf|FHM
zgwnFCBK{jqD!RU-m@Dgg+HF9Q%dJKJ6TD^P<No$k{nxbN<$HqjH{uV@olg^6DL<jL
zsOoaN*x^oz-oz6049%agI^Mdw+3vjuqP9EDyt6+#f%64#5`B(9*kI3C1|{s8GQ#7H
zMI>%elV6?d1jJpv=wtcc<@$5K_O{PYzTe;fF38{5)PlxE_w9XDy%696L%CNi|1?~9
z)^wPN%a*#Mdy;?Fps(_kC_PZqyyoPXz9A8)TR7-DoSxLuEyx|*ijm9AP_uD5VaU3A
zIF{A!ZZLGorYG2`v+{3NwL!dnm$sgcnxEHA77!8Dg4N@!Yz<#rxa{ogu(uHPesVyC
z6SzC*`&yKMt*7tBL=j#(Fji-$pLlFO6+FeB%3n&dkkh3!WNm-9-$@f4@$?cclGj!_
z3J`?=nv0K*5HP^CWK@g@%7`b{M#`L*f(Y@4=K?AM6aWG6>aR$Vf`FZ`mLv5P_m7*2
zExYoCmmIZz<+;X&8MQjTit7%G6fuC_%GLiwDb}>mgm1&&tjKZhAq=~B6(7<_*IEb0
z-{6$B1IH~K?+U^s>$IHmh5QBbN=nJf<;-a=@|@>JX_#xzb8RVO|LE|`YB2ZXz^D3r
zd(O%#JwW-x{l!QuG90z9IU&KpNUTZ?s50N1dQM-oV2f3juJf{>tnMR-NZd;+j=<0n
z<4?n*2B}^L79Y7`U=%68+c*%vfl1wBYR}^nVTzv5y6q{q89gq^VF>l3iiyxQ-o5I5
zAW3Qc`_cZ4Qu*${s9X4|f|ZC65rQ&@3Mg^)U~_0ao698jH5T+Fp}0Q3w7z{E*$)Ax
zX46&-UR)VsaE0pw4sVJFN;MT}*bS_`rpwB>{hjO|Shzf}S!)2$&65IWXR_ADKI&aO
z%sO*x+Uz$eM@fuu*LkmSZLwVVb-1qIZs*T&u_p@z$B&G!y@g`OGhUWE2iFF#um6cc
z+Yb;v+}~cFvvD~g-GU{|ep&hR+Lf&qKyRvCx&;kU4M4uUv#d2V7T)o_?&{@J_6~Y4
z>~)qDrTR{YuZtuE#XfF2(ymn~r*)%U>jsd-*tggE2bf$Hqwz>t6hIcBp?Mu&)W<LV
z{%HH~g1KkZuPe!!ms~A29B-FtK5#ruM*`c)e)DZt`%>NwRZTF2Bof(cczv`)+0m}?
zvcLfb{KXe;7+0oguKzl@CNdhwOBO@wt4TpvXiau2zo>8r2MjE6xL~_jIvpy97U!TO
z<HsML9N7fFR>bM$0)n>qn0z);0!S@TuKs-I|LJH?6gX{d8>$;ggbFbTL}*PR77o+b
z$ES{6vJkfEOa2PLy9h%fuve=-gtqA}zUR5YM!x?+CwOn?a-au`TyJ+`qa)N{d;ltp
zz(i(8cZ)gUOd0S)lvcU_fPP?ZG}1McTD9V5Bgvc4Tp?Q=K3W9>5Y0Bs2Nm_>aMbgE
z1WDV1nB*vY(crw{<TS8`;Q&1s<_GzTZnOXzLnpuS-W!7|OBkjS6yAy#k;J_BfM%+V
z2ZgAJ$OSs;7%Khy-?#6cm%PP-#tb4v!f_n<0TQ6so6!N3f${$VrDUi~)^q!bi3I<E
z7c0vRYNuJ-V~joFubi>754||A29U~x_k`6SH)qk(7o@@=toFeP&$U0E3mcp11_P3!
zIeQB^_Fwc=pN;qD1pko^N!6o=UD`3QSQa}eup<z#^PU~z2pFA8ai|&eP?xt>{e1ex
zykH(2pMlz3G01UNpPP7mi1*u{@7spVFTK|r${MC#Zo*9^f4Wsg@ZK}j#$oE5C;nM-
zhx@^uGA^HTvuo?&-GYtze7RMA*Y}~9es&b~C37v)V4!@(0kUUa3o0?}J0ZoBjk+y>
zyU`68*JR*FITLWROx@X*s#%fN<!LErH(ej=YkKFMnimKP9O6oPHg8Zo3(CRjXWG=}
ze`w2|%ysRl{SS9=73139C~w2?Z)9*<zH;zOdJ+kQZp0D?l?23iblJ*pAZL<#JYoy1
zjixJP?^$(VYm}5PB&7!@5Q^jC-bTl%JQZ0-3IU9-7YZExnYfVxV;?Er3+hwo+q?mx
zseor!Z>GYHnoBor53qsdfiWIf%Z=qv=Sx5&SDJydN=-RLu5%CWHaVpacVm^$yMVl8
zTP?1;@|3))jz%rotsD^{L?}?na{P&?EtS8iQFKD$Z1J>uMd;u^*q7N+WeI-Lx7EX+
zWmple8<>&i`Yz6q_qTuBf%u=}M>sMoBI!bt<MV$nasND?AJfG0hy$Ocud`W`ENI=y
zm3|J`8>Uo$7}nJUdW(YD1GOyK=IIlmbr0eh&5fxvCcNr?cNS5y8i6g&L_Gw9NPYFF
zLv5$-0u3f$(Tc|q$(Udpa3WOkV5O<Ql##pzS2w&<GAYRyvjmC}JCtVr`m1-1l4;!I
zy@DiJwv5uWz*sFlU(M*2@aLhjk%D2Jhc*|+{p|Z#v)#`EXy`A5u+5ocE<eMV?d=3M
zLuK)UZ%g?79Z@>+tg3Te_|{@nXQ%L9kv+v^;bTZqmZNd#d+0&CU!6DJ)kg)CW&b(-
z(C$rx`Vl@n0<Iu@$gZU9&*_YTXLAGo-#`8gxHA6l@5=7V3U{icZO#k3g}`q&>izya
zK4Wu7)b+qK4G9Umn>Z_KyrjuJ_xrC@DydnCUX^oM@3iKFe6zK*Kg}j2d?p9+<sJe6
zb&KzRhHEqf{%l2`LrusC>!8KCfc1VG7D0!;D=;y!VS{ND8Vg#5^4?3ldzw6qfF${-
zT`ClhSI}D}KhjeJoXp`$+}LOof)q%rgb!n^B7aK@#6|wTJ6LEaNjyyh;C(I_1!l#8
zw=zi{(&FD-BM+bH=7HzSsAT$?Is5Cn4&hLUmk-A92EEt{I^R7u*FQqE(FaNe3knhk
zm`qmzN4JO>v^b<yR&846Xv+8N+(NK6{#j_+7zb$ks(DhmssL&j2H->av7qP>{Gs)~
zk&N3S1{j?)e5&Q2fw}{9Xs03V$zBF?Pc~Em><R(<cL#Tu1anBd2{Cj{wPMJ`P?0e_
z0AuoKn{;W^WjfiFZt&_eM5#&!Vx8=*!X<_{dOROPmO%kc62kBTFA>G_ZNwJ*3Q~Xx
z&E|ty!D;{P;aN*&7$DH=`?(l^N5O72i9{HB-dCXmOw3nbUi`<&c@|-e;tx07zHxL<
z9jC)23J@McjXtBZdtl)h7F6B^!y)n<mS+K5@<_DQb)OH6)pSSg&yAo3O5~_NH<lmF
zvRW}>yehihTsCdx@z2NNbCMt@=H<szP=STV;w*qCEX5j3D2DP@!V56stikYrs+rZ2
zFCTUSgup*QkZzI;>a<`44fR58lehWD=Jxru_xoXMQsO~gf%IPy25Mn@I8NGrnD6H;
z=a+w*>dF^b*T0XiTLMYD+u&}>d_MGor0xC%6Yi`S#{~Y|GrL3oy$pE0+nNMRo(Yyr
z*ghk*RCeuFx${jtd&<gS-TcA0vB|fR=8qO3KYl-7YN*%TX6|l1>{`glb`HLG_n$om
zeWHxBJiUu;<(lpvUVDw)5BFKmIVQ#lxWB$*LkU0EOkbqq>4ZA%v+SuYdgs*Ne_uW=
zO}u%T9NMCtPkotsH{r?m<-95EGll*ZBFCTVsQ`4;BHoEcf7Tp6PYUzASA%F(Ak^kr
zL{5fK(nCcKRU2C@XJ^}wkfjYAyE0)!>-$c{4lay#B8k2q;vLA0a>LQzA6=D{iY&y^
zZ6hPfLgA+#I%=h*t3!EHr}{FcCIzlw)1;fN><@mPe1nr(5kWM`FT<`3Y^E(^x}<}1
zZsfG}s_#&>ZzaMx>#+#lkKGBT+cRWf8!$+dI=FbZulC8F@{h<0Pir{$s$Hg{va-KD
z;|o8tY!Ou;X0-S#@$L)unc47f8(7~cm%6s5sMSd?#2N>O;b5?fkQ0CC1`3NMQ;nE{
zN5Zq$dyHx6UijL77!S-?q1gTN+)kR^v<#J_lAd`&M}Fk|^4$RlD~4Z??hNq6A_AWY
z%uf<{dIE}2qY6-dFjV9sw0uLzjhA~DSbtBE-t3az@OF?;R4mQn6SkO(Jta7Y_SZNY
zpmBDKeKCL8_tTkQwSjtm{GlmYY)voDlMQChA^Y&ZzZf@I9jbd5b+JM7oo)4EloO2(
z&4`Js^$h>Hwwbg|ta8p?;8MRm#WK9vZ>u_D`GcS`$0K;Ey(eNV{%=T#>x%n#>a)?m
zGXi)1BU+ii_2P?W8U(VVwFzU_)Kaf$&MHc8q|361vTUR?4V}pcbePeKFa|bt`})C$
z^}G}68(G=EKi1rKiG4eqWSy1D`z*E_o2h(rs4}qWB>ru6@yI=&qbE7U6R1NsvM=A1
zRllVOc~#|OcSgVpMdM)RfxxoErf^wI<QeHkOwcQB*vTl63nDd(XCH0a%uWAqP?EUG
z-~zCACMrehShuv;a`cl6F;6bU&qeh^?Se}cb-x(4srElR`lL?^*((cd4@m&sCJBfT
z)DpEVJEDk0AuR6e^*Xy&ia7#AW{kXup}Cp6&&~UXf=*t()FTAkxFA+yy0zRink8}N
z$27XC>A-)KuMtSz=ae6@<o+i*vAT4dOepz7@r2H!^HK<~GVEaWWBU9lK16~aaf}Zf
z3Ghih-B8-mZFlK}Zp9V+!GCl;WNB*>Qip@P2?wz8Zm_#5Mo<pHBI3mXb}<Eqk|HM~
z)r=T;L<@)kFsq`!K_7&GR=~M@vLEA=haoP!+k(@zbbPn~$XY~n=OA<z=dRl8y<#+u
z>B6Eo@b1oHsUvLUj7GB=dIr56!4(N?2aH@nTtk{BrzeRb9r_+K06i5a%dJ6nxO+$U
z=g_0P*E>I{w6vtk<&f8UFSDC8n*4k{m!3RJqwI|~KflVk7rMW`xSJwFCjjb&lm+w~
z&zy|ElgeW|{nb17J`EzbU;38bL6O!mAK73B+#(B*YEA<+3w%VW%vNa{4M8EAlRH(U
z3dDECf-L&6-GDD09N{?p>r5nuC>#2;$=&0}^YriMjJyKR9y{)hZS1XN4Ykj_U!%X3
zTG_@*0#lub&_jFLtNnFW#C3Rwws7;|y0<^pV(Au-OP==ClkG7Qfgj$e^+zyNn7tfR
zHu#({ifjBs*JYML;!~Ku$j|KWoNHZ{_oz#IGYt4f7uI!P$1ZKhHZ4c!m!18kU)J`&
zt?hprr%hhUn6yp%WtA58MtR@x%0^|?tX$%oSp&Ns_?zUNw9d8F6P)RPbmaCuqYdX-
zbn-0AK%S1A-!)Caw%HyQGGS8GXVGz;NsseP4Zw3~*_v^oiBiM`PoT-W$$No!3Vq-p
zz~mQEO3{~iYh`Sr7>}W$Q$bkb0#r51lB<o*mql>1G8WI1jl*!I;Duhv{e@X|^X;>^
z8jaAch|o|2g;5LM$yYt_Dd}igeSz_Rgeup3Df@~!!3P$`^m*hU3Om$tibLr>YuE2(
zfWzpoBO@=;E{Nx*eE2K_OXiu@k}AY3plx{t4)RzYY{b-7U#qngmjp++nbbtwc6){d
z@oA&%$IMtHE4bGH8_EQ9Gyu7=k<Vh<<AR@W_JeThk7PFy2x&}@1Dc_nI*=r&)Khoh
zX=TM~OAQB#w!lkX@+Z9r%W@F<R6}whz6cX6#4OLgKsyU_K#AfIq?@u{H#5rSd{l-C
z`6S3PnhEy{$8EwxP1C;xch|Lfc_tC4`pMIuP02W_AH|oX5YMfy=6Y3MhWBq<HJuNj
zOWN?nZ(N8tI(*&sSZ2J0pwp{k?Jk0ViK~slFUrE}^6ZJafc<yncf%Q5Pa3egq4edm
zF074z3s3J(GB);?&#Jy`3HP6AYip}4DVb|+g{~eBSzd-Kz5Qrm{$qphxy~ah0Lr|~
z^7p-v_4=Gj!?|zq<`2FXG=zOwndo0Rm+@M!?<;NljAw|X?#rWzV&4|=sJ!1VjP4;a
z&m5St_|Wi$i<$pS&-62q!EfU8s4D;TkaKq8)$0~YHAm;62)C*rj|<}`E3YJafrBEX
zfz@oN>35&60jY#RgO^-wNMlP=yg2=aKQOD7KDOLYRS#m5Kp+`9h^%WmMG=9vOAoGs
z1<;ubP!DPU;0DXCg74%1&cVBJhRPVJp<P!5EPw)B85y?+#|0cKE|@+&>FEaoX&8Vu
z@Nv4to6!4$>J{J$0d)#oa_m*iI~8xIUHnz)QR7QWwR8d|4)*v;B<ez|=@U<9)F7@k
zE9M=nLf|wVkax@OCLc1VHGr@fj1VA=9YK&E&_TzamO8{yyAyyXN-zY#u&TA53r7KC
zvFn+7O%ey#$5fSyidZy94?z9{ya2XaitDSqS%9<(z=sJ06bfP5O2zQIgJtfMFcPAj
zF=y05K`_W2bg?NTia%VT;*;<d-cmz=GNLF>#QB*+U}V!+ob85?H~?BODM}6Rm9&~C
z5)Qm}#c*&!2*`hZrZ0^21t}6vy=i<2SOO~`VsRkA0R@_f<o~brdwPH5(v5RIr)+%O
zVpUfW_O!rf9Oz1%YE;Jq%qzEluhqVtn_iY0-4(fI5c^Im{$aQ&y8l7^!AC{Cn>+Sm
z1K-l2tcsu0F20+-{-e@sCEDMR2*VfRB;qXJ7beLaxyS`p?)cWT{oyq#ysox<dBXp!
z^}vs>y1ow(u#6~DjJSPKA^~&`B3k#DWq_q4*Zv#WqHhs#{eoAIhybz@v7(Qykm)Vw
zHf-*u!KN|ct1)3FNiUCG)LuL<*SMR7+&NSB@O%EpKcfxHf)BqRUMh21+j>`Pr*bw!
z^=#S+jXY+1%<l<4Ih8fbo$!yEfrPN#=N=E9UR1sF(rKUBw%hk)nTlm?LN<^sFPtIs
zQ#r+*94PPf*6_eFQ8ZeM;df)cnz{be)0jwbSoZ$8P`+}a_w7Bc&1B)>X?K-#@2mj=
z1y`01b!OqT20s(-I2q}vbyAC>F3~RS9YI0o3dItvifJvXxfm3Q@pc`F&>1{e<*)Px
z+1vMGYBISrzTya;5li&Z*pp0S7xrH0fp>P=TzW!yXB$y!dT9Q};_g!IuF0^<aM|yT
zcNK?Ey!~y?+xlwf%4o_;Oh_;fHI+cerVhdXKESwqexb=2!V|nv+7PmoS}d;i7tpFp
zDNo9{A*C90{m#~&8Y7>On?iR#JzDF4V3U5Fj_PmKfXFl5j)yC<V)+|;P%Ezs7rQ*W
z1Csy2BhW;xBo~+2>rt90>tn*AMs>}ast7khC*0!>ziUFVDnc%8Tkcb%21{ahm6~>E
zJr2NMi+oBvp(?>7`8I952RTi;3ll^*s17EHiN%BvUm~6UAWui3Hjzqd1p2QzKqW#0
zW+ed2J_xw$2^oG1<KbBCKP%cTtKChg-L0*iPp_RXs-1uQWv8U_ujl!h7mS4e<LEr#
zq5l6kemL%a)}6iGog$P`+2QW&kkGJ;LS$xVowH75MWP~`%E(HxR~aD<AtTCOoe@Xp
z?*H+BJbFAldPH4!-|y%9dcWVV*YgeQJN&8EBYw9eH&Z;^;_c3*(b-(X6uM@_FZDN3
z)@t-$!|w%51i(kH?a)dNS)N3g+-kGY{5#*d3G){TMwCxwV`c?-YJ0IeDGqC*YExeV
z%UfM4UU^p+t>CWp6}|O+ea=Viq>tiBLc4=vs)N#!T>g<EMtz<s92#Hx|F&S1%ou*h
zCG)RqM!-APi8I^Ja@7C2i(kKewfGp1jwq{F&}&Hs3TY=xjfBzQ%41IA&w{2K@RVBc
zIMMXW4bJOx!Hw}*Z;XF20$1cLDvKV&a0txo;P&r;N2|u6)u6c#83vflk($)J81e(i
zB8<IxrkZ5kbPs@QFWKK8f8?rC`pndf=L@Ia!j2kmD#9#Xy~}xa7M3Za{m~ipN(a3R
zXdNQCkC=d$hYUP>Suazgfz#d+sqY4z#jyfQm*E{9*5P9=K~+&kl4-WMB49ZjKm`qg
z(m3I&k9<4AG=Co^57*VflhtA&`bIKfK&iOMsBaFtO+!E751Qu>ih<K{NI0lbCbY>M
zu@Xj57Dq5PfG`6Xm-BrE^+i||3P{4(aA|1~C{Y0#s@D#CfM*zHy!E%;3DLdHz<*3u
zdL#XOBTJ+gsGF0HSr@{z?d&z8>JdcHjFWw3aI$RgDi0l&OF-#4nzO-I7=alDs<a?1
z3;}8tpNK=!^4;GR2e!2Q4zb#MLZf}uJvM4^LOW}WaP#Nn)be}S*N@l#*c}G>t&=w2
z7#4b@kiI|Pt<YYzjr<<!R(r>(Hpsg+G^jS5?)rJ>>>o<{z%1%gXxoJ)O8+<NUDMx8
zRZ+vE)1zQ|CD8poXH46?EGR2&5xB)m9ueR~oG;s-8qEWr!-ge@ZaX4iFZ#QaONL%0
zT)LDqdVo+&+L-4XK(8V~`k%=&8E(q99R6S%e_eBSf(oEPi+RUp{|>QtU_ECCaAwt>
zPvqqLasr0<%UB5-K{c3hOl;V`D!u9f(GUrrJ$IXpM*LUu<1pAE;ZMPOxCg$Ic?(0X
z_`A4?01@JW?dy*T2~aw$rwB}s``WRIy;M{bAwhA}5JE@7sJi;lr`Sgi$q#<Pb)90h
zu{xP-Gz6FJ#n|s+FF8Qjbc(fD#!`q!h_52yjDfz;Ba2X%N1R2!;>a<{?I4<kqY#bz
zv3jWi@m14|Ya4nvqFsQ1gwg)Fou&kS>Yq(Sf3Iqxx!opW%g{FHR~NcOjB#S}E_)xi
z5HNE$JbjubHDcHyLSL#5Gwsx{;5y=B%uj?;h+7D|cQ`Z^QaMxrW7>>&<~5Sb%u0X<
zAqXd^F@j;pw_Sdm`Dc`APpM3tF^)s*`SB!AMR=)*&dH*0u~jU~2iK3$kwPo>?cw6y
zPAT=Xd<?-64+&9<4^$!UkSc};dhO~jAdv}BnUQSAWbU8Q%n}U#5Si)3sAjf?Tdd}s
z-;-vvnD4}mZG)cv!?0;cCAhH*LC9H3H?&4_G{e$n$^CC8B2Z=UB4_TkXM{hUedqo-
z>@V#0r2P3AN}Io>(AvD$RY3^fq&2C^KPT)hJ=|v77D?xMa2WB=)-FDxb>qvI`sipW
zAMciPFkm7Y$o`RN-*&d=&(1-Pcss^%<rDdvOX!Njbo?ow!ifnz?}tiZ{<eP2mj`k9
zkeX*TQ_?9-<LMl?H`8S5YHOd>OeV=&wVbV08C*8GP!?2l^~WXIG%=U+yJ@lAogp6L
z-J-a@b5b9~yaI&Sg%Y&f9ukIc6XPI&66Fqy`3NTp=xM?k26Ro8%#lK$4X&A`5ipBT
zLB1%-e>+P{N~sU;YDaA|5mBiG+!iqg$S?GmZjIRqeoN3o0>@IGu=!^+(}@Ex3+NWd
z^@Vc4Q}5NeG5NxUE<XxSQ2FA>HoZc;C1S}DTCF(L)qDQnaro&EI=<h)e938BA)yb%
zNN=Rxo_SA>ZxD19!dyRN`vI%ChDn}9GSbn}DEm9rrq!qAWjQ0^pRmr)E;Iv+<DDn2
zykvyUrYjd6RB_12D(?4T+%HlIWWWCNjtk(zcX~4yov_bT9i^ztYCtrSfJWcKNOOV%
z)e<Sqh>fD_D$>CJq<n!<!WV$45}+sf3c<mu!ygO2MS#da)|JS@UY0yYZ^wW=H_>S<
zQKG*5$aah(8{C(O?i^$5Ern<^blc#--Lx|G5){EN_I0JU5XwU68A-Hu7iXQWm~331
zzKF9cOM_{9{cu!gE{hp2^h4C)`Rb99f)(@c2bVo`Usasun<dq=`$qcighC>FMdkXR
zpZfHBhV&|fpKfb6^>C=M&>^rV?DoZ79a<cH09OGgx_#hfFG3?@Ar#;=yZz7C>-yrk
zuMU3(0@}`g)eZD2S$rx;gskDCP>s_prZ-CV#FPk2gy5i=shF72#dzGGA&wSZnFJ;#
z&=_;bUcqn)f+6lU=+Oyt?s5NB7B^59V^Dy<YAyNuJpN5(<H*pDH)eEOl264~7@0|#
z0RGjwFP9rX+e8FaZLT;k_H1|UAwFqpo~HkPQarfrfpyTNt`;9_bI_pvd*21t!|+pJ
zy=^$!?DbO4!=KB#bdB1rkA1oqRTf%prs(5TC>bFT-()o*A{8;86ZdZ9iM#r}`bT4K
z=~r)>mwl$=8H#ar5n$R4+&WyF2G9m>hG&Ktt%dz6EgHTs5Bl?Z5}{pVxxRm|Kw_Em
z@y}O^{j4PgUuqkkf5gTsl;y^kQG9F)C;u|$ua=%$N}US4Id(B_HK}4(z55o38?Bk^
zcxh0d@a33?a(Cr)R0N%|-;4j5l$Wjh;z>b7NldCpWJeXlco0bM<o+5CwTbcN%J&g~
z?z;<BDel!V{+oE#dVE;lyi`D)j#E$?w}F4Iw!5-F%bJ#R#>NM_L-v^1s8pD4kKhy>
z1Md0td;v=u!wqy0#@7t@(nGtjKnn5dcE>*6=0cj(Qh>)6v4D$!rsut4X=W&pcYMnb
znU^MkOe8cY9Hj<l9L(7}!DLC<8aK&AhXpDxRhAqimmJiWEIck*C@EQp=a*1i@n)bq
zx)V~r{ZsUs>nVRZSitnG_5Grl2bKeM=)N_!FwnPHd+XXjZdi2)L*3n_&ab+Q;$j;A
z4u36^*iN)%oeLuDl5-BrR7(&5&qeR(Ui<s-C0NfapmA^!?02c~u&H?EAYD0`Yo$3W
zBlxjjEMT6qVe6oF>tF2ymS)MAX@I6=@t1Y{k-{Z7Lx&828X`k)YylX|JF#=zw2r}T
zg!<#yQ<pTi5FfIRw{(<zwF%IuHDgofCBMCQzAS!>O+tx)zJLF#0g(-8pGTX5u?%0V
z18p6}8>nn)(ctFHjl(yiUmSzpV#WKyl@jtcfO|fV8B~FSfgPGhEv-dG9xe)I<c8T>
z>oWuBBC&*1W<0FDpp?oQ-X~^Z$uz{(w?Yz%+*+IWzEK%U7mDo79!2-6o)E}NXZsA-
z0V+JUs`wF552DYH&ma?6JD5QiR`JMtm1?y-u%qkj63+&#Ud(z|gLJP39aDH)`X97y
z`Teg;im8O&*#VTFo#s2a@w<Z^-_kgI@}1|H=$3PA4-J#h8trh#mZL)koH$!VStuQn
z&Ey}6ekb@%jFCga2*-j)OH<oRirrxN8wy2Ih%fDIj99dA2fqQ0XwJdS1baEb6v6g{
zL^Eft=gvE7Qnct7A4<9ih7o^B!xLH{mlC%6ofxr+c#8fTAMm2pX!-TtpkfOATgx!k
zh4&t^*XnkH;?Zcfo9~KUS}G3RZjCNaw?1I%vLf~ToH%#bH@CL_azE@JXN3A2s_%{Y
zrp*zQp%sdwLVMZn?vFP+<?F+>C2@m|?*^Za58h{bCi(T*JD!U*29c(#bouISkA(IF
zuLIFjX!bxvz#Bvz?UOQ1;hT0p7T2!9n}vQw!?2b2JQc9o;GH-|71%~N&B9)+vs9dI
z)w!T(e?@hv{@UmOIdFyir*&60h%(snIQaTM?Y2rDE>|reHw8(}bGp(|gc*4!*PA-W
zJY&%!KUyYMQRA<cOg34WCbm*MeRQ{CSihQ(zk}gDBrdGFPdBT+xrPq=haILpdWQp(
zc@MAk(P5<1f81wDR+LJf*Z#NGbG8t}pM<NAla5U&5dtQ0#q_Ta;fYq@;_Ig4ZJJNg
zNo$uZHq!A_l>NzvPfQ*@dB7#a#wC<WxT7d>h|@cuCDc7h__mzzEh06%8rG=*oP0f4
zQ|YxZKCmfs7A5i9?wDK>*FqyaJ!KIkaid?Nz(gW}e&nHVHgYg48sfP}jX7!gEPuE}
zrf!DrXypd}a2{1~LxS&vQ5>GjCE*tZ1|BclF*;>>G@=CZ8x;c_v3&WGh*NCO*YVHa
z!#CFq+8q+sCtpUn&{X$fWCFYo3y&BIRwkslg^B8**MU3eCLfeW430F{Kg|Y@<a89Q
z3ZF4{_K($C%$>w!Cz>a6UMb?#x_))*@rmo82U&$~m7@`#fG`!Lv+1rVwaSBr7kZPS
z4xz9>&l2)@fg6qK))Z1v);WgZx*x0h2O97_OQ`I=u;3C-m542nP`*JD0${TrYWGu*
z#C#Mi&a%+lz2MPP=?nv+!brQ09)yaNvCuot>DFLp3>V=}!Q<{HsOIqlz@F?1N6zgO
zi!w!_E8o=|jCHcl$yN9M-pO2eGkPU??~UB2HLc*e;eP@br;i{fZ?TaFGb&_6%En{}
zr4JVTGjg@-(h2$3r*gBNToV?~UUoxOl&#AstV+w?9vbx6nNw--U$uW1_~dTj6UD)o
zA0hmmcA59U{<?WDUJA_TLC?gmzxAP7m*slZ8|*am)~@;lJsZ^>+4y_o*tw>Wb?-Ya
z$}Ww<*+PNKLqEO+TsO8&I#&F}TfxNiRQ)*XFS)y}>8kQ7=U9;Nh>~lW`Aif%+gEnC
zV~qK*BlwJ(%Y7AR?yU}YCEqhTx{O#ok*rG$+b1D}7{M8o<>^J8)Go*4&k;*hM?(xX
zYAoielvmAFk5PBA&{TP52|1i7Jyp13F@u|9JCL*RI|DW5+Rf3j^uXJ0K<(b-Wk=<S
z0YSFOGR9hZxy9^MWNQP6E#KfaGKMb;b~8#S(b0y&PzuAk7$iHjlU)<uk$rR}J`;L?
z5y0yeoIZ1*`bmkJfCazlZ(MbyHLn^LzJO?^GwC@3?UNPGK#sY$i2&>;2}S!TEhGhG
zfF{4uJ8s{J*^WsH)kf227$iT$H0MD}vSUM}7_oEKgY3jA+pTifM;u7FEQ`+Y600zY
zcu8anp{Fv?JmZqSg-{u2OQm4R)R+r1sE}g`GyKS)4_M%>?ZhTfQLn`Oz~E6r5w!Cx
zkpafDq^CQ2NHp>|W7oA+zi%!?MS8(=_z%$DI7`Ev@5dH>YjXDc#>D&3>2+5ghaTG8
z{a&E^f7zaa?)3*sc1#wRLUkVS%#te0c^M+5KjyrY&n}a5@O)wK{?f*$Ol#7DP*+B?
zRwW~7=~}IqB3jQL(rTFk7fCC?^nOj)tCbxu7-si6@vS9=!4o`Z$Q!16e-E`r5j)qg
z!@&`RpG^=I$TVb^GYV(QW+V82+Z+gpuhzzlA|&X(5#E%kcTPC;^mDQ1nl?JOo}+0%
z&iKR~;Him6Q=>Z(e^*;BbAaJSI3_ANiu~Z<P34af&Y#9%gT{7$jqOH^J?8yP)Q?{W
zI=mg>A?I?UF(T8zZhGQpu!jrdEUEV6MTPQ~h5*W<iQ%<tVBu)o-=Cje(}G<0=VfM4
zio3tAgK=crSrfWO)7I+C;?f@eR)=%GggYzgOg9A#LqSaFg^Y&+`Krbx$M%VviR8p$
zd=gy}>{g0}vjeOeGdTT>=Gk&cYBc<SX2L}NA&RzuVqCdb-q=54@X{eFq<;oRrK7qJ
zi;d~mTrOSxkTG)c2?@gQL^sX90xvj2cVe}8D|yA!CP%~Zlg&kzM;YgL8BY4cu-7yz
z1{kBUrC)fAKP?9h&2Va5^<xFz6WaYErhBGL#^fqUTkbG2D5HL#3yyu%z}35nAmjb2
z!vFNuo3JQ$B4i)U-ICfCVV`Bg(^97w<l<%?V1hBzPP-3Me)^9)rHPM)LQLe#qN=&N
zYhqTB;|r9`npLamT>BpH7KixLYa6eA-pGn;;~%Cvee@9l<wP%O<=m^O1Vb^!>1dv3
z_sF^#rgl%U?Tq;p(!bjf#I+0E(_jS89tlDydi+S`Y~TX#1gaRoYhg2vGW5L4R;DlC
zeBrTwN?JFr26TyCnuv*gPD;*4osoJze*s(ebi&i&uD0*od&-B}m%pE7Mc>(dPu&+_
zTT~VJq~)OY&uw-fc)PUq`8nGD+J~0I)wj2<YEQkTY|c%>e%FqYN-KAhvwi+(jeo1Q
zm}s`OId}c?>2y2I4H-c^1@ks{3$f7|d9e@DgJoBw<rkoiSSptp81WR+)^zz7c`FM$
z1AO|~x13azWhz1Xg0VuKy5BDzW?F}%siI&xOGGo?=kw~R&?5AJ#+&n{_jP41NJpW}
zU30jdKU+X`I0V6AfSdtcTL}uo0$VaNTLH?=6<Q{KEiH>3WL4twh7c?*gKkC%Qq=<N
zk*R42SDrC#<dd(b_-}=W$4hGSaKT@iZa&d-{1?UDsW8k4T0s9Dr%QbHI6rWj=LxsJ
z>AiP)ccqk$^cVvprWn1ZuhN@pDszE_E#aFVvJf3208b;}PoWj*;3u_DY$14wFZ|!F
zI&84W3Ng;^LJiTH>J`%Qs!F#O<1IsIcov<yu&C(XbPO_QiH?>)0aYY8i|)RbYR~@s
zsC2bhV1}KA(A#g>4I3aS3<Ic!`IjEh#g%qJ7I9MQ(5*S9SZ{LL401qNM>v)%njpO*
zC%X(|gFn3sQfbFgvhgQn4b>=43NWlG10BL8=*TepItK&q=BMgv0kje_p?Kl(oA32W
z$wTQ{EsOtPKZS+Ef&*3xHxE@$Af|Kdso{RhW%uTNb}J*XjR(JnSANqnPE46xoDj%W
zk<%=D7Pjy#;_6+;+5p$HK3nH^mkM`?f6|&zAKpf|-=;~F%o4dQ6<5UFJnqtnXry^X
zjHSi8?kRB$9AB1Nq_}f^2-|+T|70ir;|6}U>a{t~q)m>h<Es5&vdI#>@zd*w1rG(M
zwp}fD`&rO+it^vQUwWpu2S8oY(#1pUK|rKNk<)K8?o@FEqm`tV!I9EhW_^FM)N5I4
z>F)S#U3{ZX<B2V1+Sz>=l@{ys+4df#vDuT>7DtG>mVrS^tP%YfHO1QxsC=!f&NCgH
z*EWD-xk+^<f${A})bGsO=*gL;N1Rhu+XT?Dv!OD~qALF=(tnvc?=DO4y#(|xFtE^N
zq|an$fT=ZcERB$m=#x@cr}tFkm}wx_omQ<oSHf<b1e)sD4dc5shAjnPtRLo~;WL4E
z82sptwAZVwqvjXsMHUFcOYc~)I`BdeXEs50@%dRoJDgpcF2TBBcst+q#BRZ)MVJ-H
z7aXTok>;+02Orr;>|+}e$*99gb*CXZ2f=;tLho(qOgvw<z0f*xtvEZ|X|{qPZY_0W
zB}&po^3UkUqwx782DBZv5VJF|su=hxJ*t|SoT&XE<v)RBvML={A>u1&v=0pta`iM~
zi8-|>;W$_Im&&y-aH<?O3%lmW$~X(_#}5CiF7jhg&AyYWM;u}55Wj3&Y+EW}`Kk_3
zR_s{$hB?C|aIdr;4qr8tPTh|B%@E0GkaatSRSu0-|D7bwY%CPFfC#;ySI4<eqF7(>
z3$Hsn{wq)_W6qgk;@>1vR?2d2)b)hCm>q3rWnTgNjz*at%x!I@uhDW)K7@mL*q`Z!
z0NT_|!y);Bij)+wwRLfy+oCTjSL9E6DV)09C+9XWRQ9Rg%Xgk@{(BQnT@Q{`YS2uw
zkq)sh68e+j{1!42RToprQ6e2IBHJ|eZ0h0f<$=xU#srO)X|t44prfYNy#rm8Z@H?d
zpB4U^^LKgqjr&VwnPlTIKN&ri<JN4y2GvWfFD8EWf<krJbdE@TZmVZFUa;d2*pI<`
zVOr8td5hJsA2>)931wZP%ifMyu0HL4`n1dkH)rvX<)j3yCET}NA_;{I$us_PJ6-9i
zbH#@t3{n($#FWo$VdQKP#!27v6OkbdRHjaZ^bBf8*qYl7>MTA?1)US?HRjxKu3qd?
zos5KfR0q2Ai71+Z1A4rO%(SBm9)T=ab7MWFVybSu%vDpoxfSd*97EB^Sv^RAJ7XY`
zxGfBSAIx90iq*74Ee~Du3&$Sm+w<OuqMzM&Q|B&`fZoa)2uMyO^q#4{VnG2(8Zf}q
z-v=rmPEB?ED`m+Al{l>p)1#2=vwr+)x%xmLUP1!7U~hK!Di1SetAagtW*sdEclyl*
z=Q^SpI*LcbGkf6dy=_&tj*|NIAsvj-CLLqqbljGL5vT>lfO6s$>CI#{CKnSy=jQ-x
zp1;n-rGfocMC2}_#<Xy9B|Hj6_Fy4g4BwH!pASMsD-f!#?qef)Ltw(sb$|WIsM23*
zM4e~#3(u;$a?y!A`2KK~w}+opo%8YfrnIKXWNn`x=8+55r`3S>!`!#3-nlye#=Cc+
z6@!GLLhr(|S?ge}*z2Nyc5|0rs*l+DH+~APZ`++jlMx&OhEL^FRCs9l>+AP+Juc<^
zSzDEu)BO_$JDAR0r_ao^|AWD%pRKn==H-^673V;Oo*EZr&n_IvK<#Skrq3R%wFkN~
zoDPqOq~xfxcLLnwF-57SPsS9|L03!Qs+L~MumO~@3WOuoG$2uWUmpV34Ydr8y)5_U
z@+sv^vD>m*-^^>QuS0F!Wz{EbBZ0GjMX#sFziTgLfa)8xKmPu&KxPV+`u&4Krs}n8
z)0FjJvp?m_4}-kt=a-AGUzBf!(in13kD~~bHvh7==hq^G!Z-hQ!BD5x|MhfiniRI2
zT;~WYGnv@ZoL^4%d?u;>10pmL%11_6^kSva!lz`pWATFJui_R~2-^s|QG*z(u6L}i
z<Y4!G>oXY(H^?KmEKX<g2E|x?aynVZNn5-agL0&F(PMtTXArG38vL-!KVYy_qhK%W
zgcVtc<vxzHkIS@bXBwIb(s*qD%AW68*}Jn@L=hd{A}*h&S7&VobJqPG{a_tFV+ctD
z-UKU&M{6z<^W^_14<$*crB4@KS-H50a84D^?RpSknW6C_?h$+salXkFABvXxSydXH
z?KwtIXp+$$MnkQ>tkK~Uo;RC3t?xgc?0Ac(I2n8wnhQ~<IF)g1QkgU`Yw_VT*!Rbf
zTY%{~X>pY(4X+NPG4zq1T7gu#;x1z^X#!}dx|eLwBF9PHkx45CD(*eAllhUP8cVtj
z!9;z9%rPZ{j9%cNSAm`IPdSHmFWs)GhVQWNm9Nubtrt;Yzj8t?wg1&^4!i#Ov9L6I
z;<q87<5$0<E1{8}7KgltawE<JFZ8^-^iy1Ob7Zah-@lZ}9Gj*$KKox^#-&ItO#cj<
zIT)VHcs{%BrFBAhB8Bqosw~xCfBvhwepu}`>8$?&_;tqrpZ(p4UM%lkm<i0U9})><
zx^_Y%8A-!5`JqK-U_`=FpX~a;soTsnjMzT7=Yp9(VXdX<j(&PQQX+*sNd}IHa_KyD
z0DsK)g3+wMzyp2<9&0v(IwcqjP)3@*oWc>!20cY1J%#PF#50K4Ajk|conuXko#ojz
zgbpj?49qPy8uen4$q~Vi2hA%A$#f27F63-H5dieJ9@=e-IR*u#b!0CUpOFmtZLY3|
z!_RRsFm_lVcXeu86rXP*Bzv(%$kVI^ogGLxuq6?hLCjhR7(Vs563QC~P7w(Z)*E4P
zJ+?8t^P*BAGSZC|c~LKquIt7IkH$se_2dPOk@F197+tg=J=JQAgS8(d00jp2JM6}O
z%dM64=cA#S(F_ZSZ`(w{bG}0e&0TZt%Lx+h0>^iw_p#=s07nrU5SZGe^=L=nF}pd2
z8MH{2Ox|TcKiq=OU5`@GbNWxuaVHa`&8%_kk24UDt&WVMHd?k<w5~en&cLuo=L^VA
z0XV9qBG8ZiVKZJR3b6bEwd+J=c2bg4Q2{QBS(I%`U2yi&iu%Mk-@A@;KYF`iVWn8H
z+!n3V1j3EY2b;yDFsoJ(hkd7zc?<g1?~URU?O3Hx*oxe+mE4G{fsVDFuC<O^_in9O
ze3;qWeNL+1RTu;YwpoAOsYQ)`ECp+2!3L*iiqgrc8A-9c?C$yLCq3?)JR#~Y(p%Mk
z{hs%zIdfv)>+&Q;IJ-IR<7<DBq`bdN*qg4yW@8^XNt$C=r|jn4h{%lJQwz7;y=)tO
zQ@2l^Qz|#Ft&5I|iy{A)=Hgt&?W57Ho)#$wwE@dm(=H5W{!(rW{fE6zm^t}}$iaw(
zI2cIIN*rZV0wS%8@R5V9oxx)C;<vw9Fz2IVuj5LYxuw#)4e$HdJ-Zo`N=B@#D2ynk
z$<QHV{_|Q_=5Of*k7Qg9{+1E^jqk0+{M&Eys#jc8FT3Q*nqVy+hnJt)Pk>XvNVn<&
zZ8p4U&%S8SvuH6<A_`<3ISt=^FR(w!I$G0?brwwom9Ek+I`E7%;`AIT`ef<@Bah51
z!Wh6KogyRV!-lC0`y``ZbbyF?_b~LePG-fhi%fu!MdOaN!|g}>R8$)8?PoeJ4>u94
zomdEChjfCGB4LJ#k_hNkhkk5JxF74rE|xE)V|{5$9!gA_YPw1T+qjX!I>lGk#x0LK
zK`Aib&RbL_B{&sw>BaL)i%>>vdr}UP%9IChLRRJqyu~cg0S-VsGU3ZB^TfEQTmEo5
zdg4WuO5~dkVGL>!acOzsXWFCYV~<`xBmm444qZgm#jP=;V!;La=oh<(?P&53p7#`z
zDv1AdyXa@%#kezxRo^^BEL@Le6ptQ47}yy7I@_-3Y-g#@O~FX$=mIL<LoV9|X0DeO
zinEy_!C{Z50^+EwaNMW?W;@Tyedl%(p6QaZQ7KfKkwP-!Ye)EOSZs_laRllWNm=IO
zO`)=)WZx<A-VZ<?P+-N}eK2Ge*6ng4A>pjvlfo<YY87J0gyZR|TGeXjDq1xOc_Y|!
z-^2X&+y4oeP10x94fnjMTZ4<(h(Mq1?WUho6w35DE39_dO2wP`-)H}Eav;ot>yp0h
z|KlP`dnlap-sM+vo>y_5S9P7g(;ue}1?Hdpj*O|LPDM6z|Hn<tj`5z!cgYPCS{s}f
zgGj1PUssp=Hv<+!!u;^+EqU45KzaQQ3e$8L9~ZN+S(mr6b9FUwHMkUCJN;zg;>8NH
zH&$ajvrqPP%49})e<vw7Bxz&<G}MLoWVo=NSxdaps!~)yZ1`}oZY9)sBMf|6rv3?L
z4<x~E1W#K}PuW@28p|;_5)R^h28>w2w9mUl)@)Q=uO|5mn%<6t_lu)Fan9e0iO9$(
znGAjk>2jged&n4*k;~{y%P4~4(w9OmqyL{4maLj|2$@A6tyWKDK-ebfN<EK8qhkRV
zP!v9H4=!E+`d9ve=859qb?i;x!60Yg#KZqwg+C`AjWZDi6D$I`coktLlpc-YPzYY>
zczSb#!#lmt>ps&O2$Qg4fkCfdlYA)_d;{QOBcr2l@M%)fyI|#4jIy@K3<(Xsp0F_Y
zE>KqOkUgqxW&ngmKG9SUfW~mpXr5xg8HH9yRWYNH&0<iGnH%j`UlbUNlfh&YZ;!4A
zPD~23ENH}~hUbx)da&P8$!yQT(G8p%^2|)aZZzC1NO-5(KLcwmIuY5!oSl4+2u77m
zy%-+1qfy@zQ4X74tdg_T=&j=;=kWI~a}4R3-!!;UcoxhQ|D&c}m?b4v-`I1$%L&6i
zQg{oY&UB4E*oeQWm2@Ih1Yo^#K$z(?ShDW)VwRhXxG86~TYrt2;#Bi{D#Bs(Rw!so
z{p;|glVC9IY!Rwk<WkqWd;}+FEA|{&9F1&O@x6vbl7NLJ1dsgNZlaXn2#j5T*9hJP
zQcR2$hViDbgks~T^>t9W@c@p@7UB&rQEk$W5c?b8zEn^sw`qt6AQ-*Mw3CerxAv5N
z{`zG0YdMJAcfN9!Oz%3Y=OUgV!Ph@k6t`R#!%}v>99*<giEQ=Tu^P5BBoacvBI=LZ
zWeT6<+cYDVM$_38F8Wcs#^>qh+IF`F`WNo$Vnv_)yK#5n!({jT=^4~Y&nshFzgm;8
zYc^N?3oK9-mMfQM40&S-?PpF`iyb^8jJ=W-ZVhdS33g$=R2d={nI-lkoWa%-d-yeI
zOQ9y;Y7Vtz!&bv>lXNcJr`Jrnm{ITR=pB~gWPaxd<wN40RB{aI)G@g?u)|Y^_l_aW
z)I^ts;VQ@#MWQYaSUcQhloWj|c;87k_2CjF-nA76GwA^9o*bG{R8B8Pp^$54-ptGp
zDINv07?VW3vTKM)^)#!ia*k|=gpHgQs_OKL#IHv-0cj~q_bNCii(QiE0+2=|T#1lJ
zWpW4hKdC6t0l^?!?SA~2I5=oJJ-8>Ab6s*bBJ<4Fm=^6t$iba;YWmQ8X-ruPgqWqa
z8*nhUK>Yd%ksYZLcCfkj62+NKS!l0TxTUgj;q}k)w|@Rx!zXyQQOT%qf+xKxCf%x$
z^a(>B4mt`bZk)5WZvAAZwlE~pzq9KS5_Z-v^o)O44QuF>e#H3ui05CleQa_|%T+}#
zPp?)k`CIKaaS;W3E7$z3c3d+8n~XKiu-awsC%LP?dHMXd;njCqwE&RQz5rQ`DOc-l
zLsNAFOf3VH1Qo^#IKWsw5lU1<Gdg`Q8#thUnhpzjd#A{~jr%+ja<3h}5G(rMf@w5^
z<B)p7<su{F%Xu~Bo_#enlCb&g3df7qDcL>ZK3O?`hlZxdb6Wo8g#FprJCxjuD0?L`
z#StaJr@6aE(JZ}~|2f~>AvP|OaHzQjMOxz^^t{J00q6{!Qp=TsLS!I#ns|Z(N)!VU
zgm^K*UC3OF0aFkUIv&^FG%Pg)5;YhpEqN8DGzIQoXNrOIAQf@>KraXLkog+?ra}Xm
ztu6|5sy<*L`#6`2rh(=R`+$HT0hQ3sutY+MIDv%l85ElBn0l?Ea+#XgDRh=J95ilX
z;ZPJ2qk~pt?D8yAwG+W%?9qyxx--n5orC?zF=d|@w&KhSIX=T(8SpX*cQfUJ^w7i1
z61<Ec@@w6g1t+)nTtj{XeCGWeGug?sV#g@v*jNG*`1F`JMQI&A3++uB0~6LrI$9|i
zJuYN~C(AAk?QMetieX<Ml9C@<^vboo(ba~d9r1=oye?vfnT9y&1~mY#!cN3-I)MK)
ze+8Vvialj-&)d^qzBCpV`uha`$#2asjJa7FpP4J-@V8@ZZXRS@3s=39%G=Iqh7o+b
zND;LuP2aKZxp#jk9o7L+QF^5eD{Hq8F6p6%h`~cdP1B!}`l&B(CKG*{#aCM@E7~ew
zHHkZf>4KwB7oGQ|n{U}|9KL$J$XUpI31r`+`8DXjtXSlPzV`oR#KGO~-Z}kd2JJGB
za;=MroO{1xfAEqJ<=wWW-8Qi3u+|EexOF^?xsZYmj}E9cXW|<sMJdF#$838v{9&b`
zqa%$^bg?!6{XL6Xkm>RNS%&qZVaO||C{5mYQJvvGrlMCaB56clE{Q}vC^l;QgUQk1
z-%t{wPmL*`@v@;=*wE~1nvc~qchxkjy4)o>--WqsFuj;OJR>lV+C5K!#RWD^HeT`0
zc~Ez>&6x3~iy9emFn^pe=Ex%9EdQWaG~Fe!{|m{*J*MWHwvF+g1O=94S2C0Vdig<m
zuPPqiuC@1iRJQZ*v(3Xqf)O~qSKv>C!D5DXgxf+C@B`XNP{}KRO>k2<+W2R|h8d`C
z7{w3b8?S#uNU4b#Etz5eRPcF!^tH&b6?KAq#;|eAcpamo*}myeVBxG(X8jlcvB-fD
z;-iP3xo5>>8%_gg0OLh5_K=wd_yGe~BM!=VK3;&wD$9Vv(Cu<9Hcmg9lDXqR;CptQ
z1?L9QZV@znFo#M|hJM28DN;bE+4CNm$+-S<awl&hBn=~)rT~O(@8@7<n$hAD$L+S_
zN1$86SRm9ed*H7eJK9SKT*^q>NvdJ(E&xUOi*86vz!2FGu96wzY4BqPF_goI_=vjA
z#i6f;{txth3hr`IKpo{~1Lf04FYU2}qkef^QHR>$e#F`1*@4vwgy$Yv7RP36Eg1nx
zNtWYyU|(~&H9#f>hrGl-Q~bC+{jIbRm%A>7dEt6*JL8Rew(l;B@bQa?J<q#mdjCq%
zi5ELBtG|~Q`MrHt*cv|X*pnQ1(rj%aa(>`*j}<m#cjo)+ji1!Hjigd5g-P|`l}<a7
z+1g~ikL&tm_t<5hy%3Y%32!6wN=nM=n#Uag+cJ0L!o0p{CxAzfe|D@_%_6tn6L8tI
zIhDk3l0Ndqv$p<6g%_t?6H_nDj`VeUxi0vfXr6aw?TOJ5lX<_tohGG)6Hb5XCN#>w
z2R$erx#3-(C0rr(dc^wH_ff%G+1jrrXVV^7a&HITsSK$&cGYV{;s_#GY!P?n1&H~?
zX!PTdaL!0TLshrsU}ZaqB>>~-5mc!6%Liw-Iy4Iw<o@7L7#3tC8K{657fFZZalKe&
zoCg-xVa72uubzY6>KllrbnOUETe=1gTo49G8bb>@0WL6Gitd(2`hGDD$VL8l2mT*p
z#~pMp*1RP8gEib!NV;*RR3OS4{TvZVAtsB5y16;sbSh%54W8+RO~!ee`r{f-_dGNV
zl1P4v?FNAF8JL5_B?$(M8uUg!mB~A$fXuYuhQ!yfC_v@XxYa56TZ<H!A?pEF?T`lk
zN(LM_W22Zs5DNhNiATids8j5TU1+$T_W9RnlO12Q5mTcU?|rU>f^Xjnl=7v~47_^W
z&bL6L;t<6@h%EwB$dkpw@3R3J5p#lXA9jO=>w_`S+Y`~&6d>d}scbyI0q+^GTUpo9
zV0@94X~D*ckg5xH1Kbdg#{#{ulXdDxT@O}lk&2)NPMc!tu6;>%Oq-G@b77(Gsz)fS
z9U<=<shGq+F4gZ)_Nrq)-|Yh%S$BRx<<s}%#&rjdb4?LVp~63x{;n_o-B_;p$yASs
zcz$^J2F9|2;FO^H3eLg;BGptrbCSFIG8{^;?xCqwU@-xy_AAq(Yy6NI!V>yxN7xv@
zgJG_2gcZtPb&_D=X@zdXb_lpy&@TW_H;}LI!HPaz`hopU``~K=Ir_9`QNs1Rp&k29
zhHXBExd;mBUGmeUii{a5z>1tt39IPQn!m$DuX^_~z|c@R_IkF>RM_3$lqrWxs5bSz
zk8kS_2kj=X>NO6%*zlTLyXjM_G_dvV7oGfmdR$>|FcNrdr<1S~Z#HJX%gmulKKvA2
zW}rDW)Vw%7dNn)U>AbPg$cwtIUblDlLW#f)_Qw)=fNiHoOJK;+bM{s9fFl5*U((^=
zr7<&KHF&^Vf_+$8@6>mNU0`%3__`<4#S`)zFgf8HeP^<wy+uPMWuA4q{pOieN^GZ}
zj@ivljIT24$L_SWTP|E5aE;C{WNK)iZ)V|)KKcH6c#lb!NB%$7`!gL<|K+Gh`^!-a
zjKU-X>e{<%2+@Ae5wzoQ#!rfo@fRGNU}Mh7QPQIHR?u=j=Ibc3@jA`SHt3qSWb41s
zebU`X;Y&1Pco_WOcC*SpI$z=OQrh`_n4&H^5+1#buhdU<nr*~Td89I#Anc-7+*M;o
z6VzkLwGUOGC-{7t$>;x0$`#iphhOjLU)&Jf2TO+9FJp|LA5Lx)aGd~|0z!tGqI7d6
zuy+R;1}^MQ>~KaiU01ot-CioD4}(+|D9{wR5-4yp+=|E6rzBwN;}U&Xld4Dn2=bAX
zr=_UC*95hy<<Gs3Py9ZoZCm~CcScig<&VE^BSWy0Z-3fU|NXG_?jw)Lr<B(OpYeh5
z>Nll^quHX@0?U2IXNQOpgAV6}Z5Lj(teTXK&SjdZZILS89ZDI#{ruTIAn2)m4u5dz
zo4k)#$6ORvY6N05JSB7LzsQReIXv34<~o8y+mtd7pzhn6GAFSFM<jnt_j(PbVF3TH
z?}=lC<Lo|ZY;0#Nt8Ogoo3+>NQ)uLhbL!QMqNMNc1p&hGIP)!hFZTG$b~;8@Mpone
z%P&MhW`Ic!r!Wg@n|}hP)w-9q68CZDqS2Kda}TnVj9PIthBSp=wW)*|PgEMW|BHZo
z2i<xRItAL=49+;o=)}ln(@hP3%@hFZC$=LRd80spCpGmK<o#Lo-<B`z@5oeA9!*j%
z`x1Lij0_*56T=-?=27>*K!}dAeZ7qQjK39Y{MwldG)1K0y86jna_AkPn`8u);9WQC
zzC8sY^9EcV<rI5UrfPIM%N9bq>1%ERrd_;QB~y?0{>(ni7$0j}fQNq8IpR<O=$P8p
zxtCGVpbIluARc_@qWHa*JQ{*p1KCpGAHeeFRd+G|6{VA?1>*VCC&F-@fJ+@Lz8c`B
z-X>`qwMxGh)LR5)p+T9}$J@7iv>@1Ta<41wW*MBenE3|VfaX(DD)%C974!*Q0-e5d
zzl#~6olVJPguh(H#KgJXfWM+^V&NW+JKe+G=Z>BHDdOPo<h-8oa9QNosyE_wn`+&x
z6a7?pi{^&)UXjbez2NoqM&*lTR#-W^{W?c#wFf}sv>#?~G%c^cO|$cnQkqKGc1Uq=
zs5GF>YJhAe6c~PwGe0kJ1hOKpp)W((eejWjH|?SaR8B}?4ZoZzLo+@(iXE$h9X1o=
zKF7V@X9%VB|7#{++)J~Q5Ay9@)*0XsH<}UY7!>km*|qt>L4&h-CS2qVp=R1_-<&~N
z%V`6k$JIHe8CV`#FYaINeY)=O$GWONjRK1($o;(Iy5!=J<NEOK2S@rgzr2xVOo7>S
zRL21y01>=BYnR9BPo@&aB;I-_*Lkup&>_^WSAdZE!CLPFoQ&XdkKuY5!S!Gs1-2qI
zNC2iu-w6M^A4TRObFa#Kmv(xkSLjF-mk^Kq*I2_B$0RNnv5=V6ZnT>{wr(gLxeJ<&
zAdbH;@L-GJ7>^JYY~SY_Fag`MCCKntgBjFQT8A*(AI-NeMl|9Hl(f^CPu%qYe8NCS
zlbs=tqq?}qteFq6XcGBG;RSDw%?8F`iI;S+NMY`?F`&3nsWEfSznHcRcU6afN5fY?
zntMkw?C17pULN6!v^GAjht3-ut<g<K@RF?A=~2J}Ec(HY0F7+7+dTdemwa)q(1;H*
z1N(s0I~Dhc2Zz?<)dLU2l30{wC;+#e7{FHfKrH7Fu_)@-4_G1SQgn#rz2HnsWHe8U
zC>=M5DxxyMjv9Ux7^BT;8pDQ@>@mL2tcu|Y{L;o8V21)KuL+Jl#Z1B1JD;CRlN`Pp
z8;9}1#EgsbbJaU9TefvRmd|Is-l)f4uP0uuC-m;PhTlEoR=q-NVIDs5*J+YH(r3B9
zdHY|zbY)ZT`o#B_d_B92bn<TcssJ`D;Lmo?URwxt#s_%E0+y*sUr&4z8w+;!-mdIZ
z7BMjV9uO?&<00nZxl;DZeNe%>ih(?{`(sjDLZS6&Y9{WTBPjRR;OvVI=UtunxbaCi
zBxYptMs3|W>3zr5fFF%f1m7P`4!h!+g{q_DnX7BTJWdmzVXI>G-c4^lx_ZBT`eSWD
zg;f0B-8~?yS><MhOp|S{#q%eY*{?ocy#KKn9t)m=XcTX}o4U~_w(rOz^m~hNMoi}p
z%(QSupF+yE_A>J{HM2hjr;ygh#!M?zbSwJIySU%m;Rd>}j;sc}H842PW4Mck4Q&13
zKI#-Kl(?^gq~Tv%EV%KiLy5f>h8QV)6?A%+K?EA9xXBAug1?R85*KA;XaEFf3*(1y
zHc&%Cxdg$2jCQ_+(|KwXya!G`dQ2Hj#r@WSpN`gKQjI^Z3pM&r2T$44Plu7ihi@ap
zhM@^-oFWi9q)z}R6@_K$zGlAFQEB3AY+BW2%t?eCDGKzgK$@iTk+3iWAHV5%dme|H
zKooxz?zj_;c^)Myb6$rA@MG;=2r!?JPz(V36#$qMvkyDX%;3bIbsGa1)@%7{a#vmy
z)bS!4Z~!ePLGF40K>Y3_FD{#NB!p@!F2d@9;g3ikoQB_m4NLN0JrbA2kCEA*EYTfZ
zk6>$Rz>~VIU@A0H!akPenR|_GlV6H_x7Q5^mH28h3u9|GeXV+WD}OrG*2l;l0=(76
zUUT1^jhQL=Q_siO`-OT{lX-1U^yiel+W!8XuVVYLmuF?R$F}Ec`Ooq7sgc#N!q@H>
z313@@C5KE&|6t*QA;dA=u4lT_swA$+5RdYCFGg&(HIdx4Jfd|=D(t7t1R;pEm(&q_
zD}LHemE8mw#%vxKAa6;jE5IE^UWh?!kkSWV+Q6Q)^i;y>C{R*|!Rf=*w~7Ks9l!2s
z|M@OHebg@tv<n4_Ov!WgFC!K5gGB@kN1Pj5eJf7*T*&aa@W$hnRIoz??eXIp)kcq$
z<TtJ7ltUsu_QS%yABx^kfPfeF?{%^#ePq__6X;pY*{|6ks9<Wm_I!UW>2EtW{Ebgn
zCQJpZOLNlNLWo?&&=r52Wdl(ni^7k#k8-@fzb}1J_=X}FRFoEbUC(b{puC7VL%9=+
zCcIT*q;(vl^`x-hgUfd6&os?GgsZ0#&M@ra^smeFM@Fq*2ezD*#PIx}Sq=;LGnbQ6
zUMoMiSeF;^?&b|Av6a!w=9BDqOwWIkES-6^jnxy{*`GJtC~Vn~)7R}u!HAsCY9Uk?
za?QnTzjxChs6`PEQ~!IM%e}SI-saG^5skt>WMu|xP{n#aVU46p>GK|Qs4;})JrhjC
ze{JQ55lFgMD>ZcEV#>c~^HSHK2F!8#scan|cEN1^&ItjCAl0032eUXp6$_c7G6_U7
zR0{yArYxE*CjJKW-Usw&ZV9B0O~m{>b2(!S3Qg_wpY~y}2s_WfNMQg~a1;SlO`@D&
z@Rrbrlkt$}aj?8m@<Cs67FFP(aJ$9ox1G0C;N*qX2sgooKf)2_t-tbvx4M#-VJ)>N
zPVY#~#`Wdyp%kegZJX-t&-calGJTq~s^<?VB_<zLvQc(>(_=g1pMmW9o}EY4?LmVP
z*y3#f^8`|P(n1lK3FPNcqGD3FNa}C9o`MK&X+>4n)iH0m+qF^mC*&k^9@ohG+X$SJ
zD;9%edEW}NJ!QW;ojv)((=hOHg~V6Or{1#0gMB7LP$p<6w)-ZHd6QtIO92RYFvX-{
z?j5Z^SyEbJ?8pX7`tXHDmf(44?nH}grvn#;l8mfb>```zgo1>$XMTe--bql3LfuI1
z$Rq25;xGFMP2Y()Xn->DNFd|Y9&z!0LMG(#BX_%b!x$~X?~74LYHd(B^cDk{lWN$4
z7F+5gi_~a-q`v!;yc>)<kC5lUcyj4KMkl~2<whom@}QAM_@mz|o`o_-_Vb)(?et{2
zWq5l7PD_rB^Q8zf&+d$8C#l#UluN(9F5jRU^=laJOM=98ibGc&22~`Q*tp=+@Xo#(
z#UBp)XyI5Qm*6%S{OkfD3E`cUUF+x5bDYcA;r@$Z!(aJ9g6qNOGyR@rC_X2u23b2E
z)1&DRo3q<5!+;$`dPQb#2IfjLSHEnd%w8=p^1NF3(;39k#!NIFw8KI1Y~A$_3!jC(
z4!-a9gY7v&nlrMU#o4KRdtXIK#mn1!{QLLnrrI#VMfz;(?9G^uW(Ya#x#pFaS>??5
z(Q6{l->KJa49y(C4p&h@ufx8b-fnPNsrK2rGxfA*r0n^l*CCc_H0j{E{J@#k)<rXe
zo^{@;D7RLwpCL@A&`OTrJ?&D~=SXP4g?Oh~PH9rR0+}zzQ3_66|6cx|h2Oj?<)c^Z
zs|r}eW1E^YZd!MoPSQP@#8<ZE%O~)u2zReTWz&qz)w5&>L0m?UaP^TI>zlcS7&ifL
z$pYgJQIVz4%_x}I$qwZ-(fg5@SX;jne7Q?;rN+Zz|IvMUdRCbEy6teR$D!LOq<2j5
zJ~A$3E2;k|H2QhBQ`hO-5-dLgf=-fNGH)L1M{)_`X_s}yu5Z2B?Y|C;Jl$}T@ZHAI
zPK~bO4{!-ZFtNe|PV_$PpZ7bj%r6G}Brk3nrc+bQ`zfpHXDWCIf-dG59pkSlN<{$|
zJ=aqLoJ4&P(%UAD0AH=25-bGs<&KsQQLt`)$CN9Lk}g$NpH#XU_n~|kTy%0NLkWq-
z88R5UPB&I>=4@{f<V3}&?q<&81tP%_4vH*^V@jz6uK)H0D54rK?_quJT?v`}%AfX&
zqI3OBT~wJM&5_LHh!GtjQ!D-KjC;}v#|hO`rZL8LFQMchB<C?Ne+Sl3xohh5_D%)o
z)F6Bo=mx+60N+$Li@O|Q|0!-DW_UE(C7f*9`9K9uMF&OVD0qY8K}5K23cNf8tQt#o
z;@}R!li}UX`(Q3lZ2H`zMFaq>o8r`q__USwUjXDGu=j<^WXS{GDW|Bs>~_T4H2YIT
z1rpNyp=s3JJIo7I^!WTcg+(nXNr`LZ-Vm@N6DYOIzzME2W0x7e>G!iG@eOW~XCvt3
zEFj@Y0BeSF_q99#fj<D`&{*N(VQF65;xkej8fL}!N8PyJ{OBIb>TVe8rZjZNHgtD~
z<Rr_S7sxGoU}BtTa^e2Pi{}T7zq*tz`+Z5@(fg3-Y!dXUE7ihgX6<&l!`Uxw9$nvF
z#)MVoocp`8F!D(pOU+)&4EEM)4A}he<m)1*xLS>i_u|~#T5s>G%F4~}-?@BlUUa$O
zf9+0-+}n<LD$|L6tlG+8Q1i_jN~1!ifh<PliYkIh+UYMpd)}_evIBCQaUbWr?q}PS
zQ!idxG3v7V@y*`i57;E9l-uHugPiZ$q~cNUjhbf~Vhd)OZ@RoZ2H&Wh8`OSQJ)M2&
zX77t$W4ZHR`HuHA@!V)<?u?g58mAj~NW+1(qR0`5uSbRVT-|xI&gYi|K^qc3JNLNN
zf<0Wk(AewU-MFo|RDvTK@aBwwr<FOz%2i2CQ4cf%X83&#{DQpd81(yK8UJx5xTWIR
zr1&hr8Oue4AQ^wm@aFHP{}<~IIcjrVOVA}BQQuOdfn{=xN({wA7g6oZj5s#HWK98G
z1hkMjdn6<V{)-BbmSb^Q>VS@agMCM?QETGiPiDpc7_l#El$(7yI!-A0@?+@`8$KY&
z#3R9?2-zZZHymox3R-M9^l>tiHK?UAQD7@yrx_Ape$b3W8Y0!7*e7uQQ8e)WLL)&`
z?_HmUJYC}9@#|nlsey&EI-mojPt$Q;sQX{P-2ZAJ$@ozD<@;qE{&=A!{?lKAk=!TK
zxVGf`<#oo1Ek>{V&0f12m-T^FEQn?Ch{m4w^SRf$j>k(xg`)xcY!e}M<PX4<pl=TX
zxH*(Dt{Ez-Spf`eJE8stF_K+uM=!$d|9<S_s29SCGS_ahs$rF$UV0|yF88=j#Ur%z
z*n<wld)`Rjix{eTWA(cml@+dbx2A@k$4^CQA4jn~+e5q&74=qEnq*fOSlU(mk|4~y
zmA@|?gZg0x027NZuT0(gzSDemJUHkTeNqWP5D1W*XW|;?l;NSbSX<E65-hPd-~rr>
zXQ0t<%?en|OgTk!Mb%hr&-w-g(jR8D_{jg!t}6Hc<0hi#7}W&=_;!t}D#0V(8&Fz)
z5a%}s*hz-4vFQoO4^|J2SE}`w%l9%&NBN?*yPnD}I=}HKQSpg+>vqd<qyzu6k8euA
zwa5EUR(PGyt^hLZPC(CVu<+>YQ$qEv-Eoms!ke(EQlE0V=pYIh9SFzBKuVK0EB_+u
zD_gXiwpw1gkPI4$1i@FQw%(P;jW3sUH#i5@NpXJ}0xe7E$#!fKr1j?eQ!8L*1?Z=#
zOmrNLkC%eLtiZt;i(%~Og$-$YRKvT=W>CH9-*)b<=*!s*ZmM5YB{}jnu)6nlO3DqU
zOWqBCb~68$aHVVip1nQ${Bw>)*5oy`FSM0$sO4|;`~KXa4PN2=Pg87}4cF9!)ruGn
zsv}ID5W0JVgm?Sux+2s?$!!wVlOY$zITz1TGf6eMai%>dPL#)n3ppf&p+|*bsALIH
zEJ}kanVfzJeHXV7N8bChP1sGlUP#L=_;P~nI6?U}S@P_y_Svmt0InC?CIyx^%`w+z
zHr>V+w{48}W5H%B$0OzmUnZ5?0;$QxKxTSvh0`_<0)Ce~c(=a3T*8BP2#sinMg~H9
z@uu2UnY@t@fJXsp1S}m~ym5J5@<P|hSc%9zui&&Map%41TEx^zA%gka1N`cbe-5kS
zyLi?Qk5Am3$d#X<Ip63hyyvyo^LA4FXSmn+2a}tCIgx0VE9OM)+HBqIN+o=rY$*h5
zaef}0`Q#iq9t##P1?ToLP<2V4KYIt%Kl7iEyBme8v)i61XRdf0&42bq)rkG1tGv5v
zMo^aV#05#Ol3)Bcozk^YGo(h(TNfU;ocU_|+*|(qS>6)ort~x2R9#bzU$Cc_2inXp
zG0;=Xlgz#taLEMPg0NW{Byw0fZKVHr;N==w4V&T{?gF$iw&Www%q-0KoUh5sE-+j$
z0{wzyGKQUC9irk_=y^=X;NZqTjn4(z6LLiG(np)#0rEl~83~oZj2k<f7}dWoT+34{
z7;_Hutcl?<M>aFZ+I1dL?j?{<^a0gL4O*adtW@dJbryc4O}t-KR4>bsvpqKYg%qz|
zQb#mA_VfK;GH{+yyps88WG7gQ<Oc2Neu&5-{&zl0@9HhUb_50D^deD(del6ixPbL)
zDL8Q4DF?NCvK7da?}Dw+Xb@gwu=vKok6dEJUtteIwxlK;MJO#K4A7jwRN8rEjU>77
z8>J)Z#(P>LItz>2(#N(V9BJk(3t(ZB;x_5D65+)&93?+eU+lJv+?6R=;YbUsPe*4a
z`Jf~Ly%K$&<(knx?6uGL(S~;~?|OLrt4ywJafl#=l9G2*o(qa%&o=y;%D=Kml2Sli
za6o0ZDmQFg``P$!>MY`13D(o*U%t<l#ng)7$VpU&0^xGQ+W$B@?`W$3KaS&G?ltcv
zd)<qa?2(mmU4*nGp~xzc5rxRQ_aa0@^))gwQpyMw${yLP$PAb4dF_kq-rw8r96Fu;
zaJug2zTdC$d_JCzYi*FRdL4t_jIN$BfHNO>qyp3+{Df;kavhLLz9>+;NxR=a{ymy$
zhK2E+3Hg2Qls4jGvjlRw<71Xd2cI2nQwY2KQ}Myp(0I;$#gK0CnCH{e|K55!7=+k8
z+~eK&9*V!e#T7#R689y*S|b5({Nf}#luh5y@8Kbnh|C)CrNKjc__n*4cRTJ{-^8Pg
z;Hi&XzOBTsdS(&mfsXkpc5_{9^^x|UeI%*rMH`L4ai5N%G`h}SqtT~sd3Z?V=(i2!
zQ6?t`GlovK)PV+D!349IsV=<d+J@{OKLHmSh!ToGT<!Qa3YWs%jky%zOrQ(32340e
zU#8g!QF|Uydr?uVQ!}W$0BgG`&P+oOY4F^N(s#e%)@2%p&F)Dm0I<m$8c9<*=y#dg
zh@Pas*XO@pQYgdgQN_ehDeGU{hm|}>PWZq*E|$WI8RBK3R^RL|{lkgV^yFa?=xBN_
zYF+@pWU_<O9hqA388T&DEby_mMnviFAT$1UL6B(52e-Z|p%{_js5A8=&Y1UfprLFW
z8;szIi8iv5ebkPbqp^TN7A67)p5;N*1b=f-_{^N>yZ%kC$&)8_O9M{4(7-5;xlAw!
zqT-;>$gm!Uu<v@_xM$DPr<@d^VyX&rG!kDkMp1*%Vgv2t&^QrI{x0ST?fi)pQE5)h
zYh~6@9novVkU68DkYV|#1}NmrOpI%EO>~Uq`STxNBZIIn6<)Jsp}$_cRvPiR?`QM7
z=GG6(zBkXD(Y${@vg^`y%OuUyt@o5QS0DR7cwlE|hs9#Wq)`?T9WrO6r4-H-O3M_>
zD-@qmD3+J`BrgYj(h<8PV|q?#x#h4*z0fYy;qdSG+$gUQ@3q`9b={!NsShtup$7|7
zy<U@n-cyZ#u78*q!4doBzIzr7T|#iYsPJRke{-n4vzqr`+*;$g8L<9x^bcD7PNelY
z_^4VFa3z0IWxp|9FKVzZP#+LrV>b#Py6bUPNUT1GCtY|Y>53j&cu+oyabUG%TSKm<
zUbC|B=)0PODARbkSPs^;N)~d(r><#WS#hVbYy5$`e{GFK@8Dc{d1Y4|NAA#@>+W5J
z9T#M}@ln(N#-AzmXvE2#8f7s;3g$8E!Nqe=u`mu004?SRUL5&V_-)<|XE1>TPDQyA
z<jq^2@0q$#6e=Q}6MFOG@4KG{(k)V@PYJ3tbfGK;9)xA{4Z}Ro`ZA@X=t8p^lW#4E
zncN5E2$TX@VMyYHpC$z}e8U5c65cK=t-A>rL(tFbiASi)>%^NHvCLU$UOEgMFs0)l
zt43@W`$1D6DVeerjslcu_CPm14WPfLMFmW^1HEME77X492n~@spvYr#Jc(uyOPbsV
z=1bWPSxTe62MBUw@P<3c6`pmKIP<GV0tp~5CpEDjrNEUo1ykR^wOzi@aru{$<Z{9j
z;?FkNZMzuz{WEwS64yQkzYhu2rQ1yaJUT|_dq~HslaRrtDibXCb*MOKVQ(6l-n_?B
zkC+vvn4Q6++#db@sI7S)u5G5YBGz<=_|%IN8YUr$e5FTjsADH%_*EJha(WDjuo%6R
zFZkfB%@k#<Y9-Vf+!@F3{53CAFR(1uz+@Sc3?7AxrPd?PaEAi6@$H_%30s|W;Fm<S
zzQIm1m<nXUe6{pi&L1DSjUey^HEcPS>=V70vlGjk?syuvj85Dd4D=PK)KL@xNr1W&
zkAriLnm2b}$<T$;ZAGoAywY(Q+RaE?!ubc1beyOp-6>Q(!}R!~SQZ)|3u5zF^yyd$
z8c?36;)5LNy!S~1qYbZKh1X+1nWn9#N#0$eR#@(c*!}YHuJ)O9JrpvK(>e?p3lsv0
zC)*?jsMAINRm&{212f6MrF(AoQ=HuFa>!4hD4atqFSE|QG2Po8sL>hRT^l91`^bn^
zD{XBPPbuQaJevruOpy`l3TgN1<llqEhVL$i>N;apQ~f$$-mcM;9f7mceti;puvsrm
zLZDV{{c)W$-*#jsGK96HW>96npFewe;geKbZ|)Rd!XQX*Hzc>!3Ei(wz7)@a;16y1
z$36^qz%H7G3QaIhKkY`@J*7bkELaMnSUp~e=jKO>eqAwf?-t%@8?v6CM_Drqu?{+s
z2?e999U0F@kix0l2H$&13@%6$|5jo0SQcZqQ!U?SFUWGniQ!8n8ABe$1*Al{CxmUr
zrk_38ziFN;w|bZKC0c$jhYWgDbPIsVVQBTI#M0t?n>A=KPD+Uhi1)*S-3`MgJ?^%7
zOQtazTB1W)vNfxIPv(=ST~AiC`#^(GluVIuCQP*&m7tYNt5#4Q2_@gB9gu;1KraIo
zK}F!zLB!1#f^U|`5M)Jsy2wokcrpf~0?SPlYXq(`p9Ggh1EBIHQ8)u9o&JFB4dvU{
z0s+u!jw|_f=EZB77ncqSl;YH<Z5}M2TXXiEEamtsCtPL!WjeHfDQLAH5qJ+HJWL6=
zyWIcF^F^{J?yJZ0k+V-ltJ-a$G4K1nNBh50_l(|aP#t$Rs2dU)28VBg9tV!iX~%t;
z{q~A+_C!ykV_MbZ%*=k2+LwayX(nh+_sb!t9(T2QRY5G{<(5X?JJ$-bQ}Xji=tu?x
zh1T0|XSeT;7ASl0EGGRvd*|AxTC}E?RkGt%6V=v5HYFkrnU)=Qq2JB?+Z*m8!Kd&D
z>GREimz2#deY4=wpcMVgCCdWy0k^t8koEnn-weC;v8l)HqXx3^|KUT%-KgVz8LNbn
z7|d`V2CoCh4gfwm>$65z8gdZ&2>pz?=;>F5`FD}x$cKid7s~lxi*Tnwxg%8M1<Zk1
zPC{L*J0m5Mia6Ip6BCd{D+4Lnv!*tAda9VgRU{lVn$H1^h0*cTG}H)r{5LETURJ1b
ztKo0y#9fGEha}t<og!?<nvIqnc13@x(9ko%LJiOXJ=r5u_ka`NZ=ltQ0K=^Gtb4EP
zSsN3_mb@#@ZH?MKVI$B<z&QwdccS`0kt<ObK8*}zg^MQ9X~BIXKu&vv6Plp`1joS}
zQBg`}0Jaa$(J;J#n_`Ga0VW37QxYd>^=hP7T=bD#HBTkEL;1mQ@yRR_721%Bxim1S
z@ZlJC=C@OzQB+(IMPiM|k(^c-19i#ogR@%h+y7%b0ktzz+KO6?WU2=(?(o2HbzYvQ
zOVE5~&je%~5)~9RxrWlxRNUyPkJ*D++6$*wpHuX^<1lw+a(jGj@lfPC;?^nD!Ju}b
z%}z<+Y}4kmsPlIaf1CDJA^veS{$*NT{qX08T!ieRy7!+9sPwfRDU1>Gkz8^B`v+QS
z($3}DLV>aw!B5<We3iPcH38H&XbVWL`?|wr(q{?;;$gSm4EKu*8|?onWAD|fQB3^q
zl8A@VD`<X257R@`GLtjlYL>x!C!+!#L7r4|WWX@rH5|~y2lG8`6w0i!>r&~us%0{f
z@qsET7)t)Nfq1!I@Y609R1&+lja`2{QA?v0p~7%T3FI{ll;&-c#Fvgs81t7|sR}>9
zv~?|ucd2mB5vd5r5zs$5=S0(*Tn!IQ3=hnJV7mE$1idOn6*Euc`{>vC?K?}+#gBec
z-_-I3a|ZZ%mV}>58;E8IejI4$CepIllRq{|B;fEKfkae3KO-koB;@Oi^fx@<{*mPQ
zC8C$-8k5D=6idu&y*r<l(_A(Y10mwu8VbJKygty4ZvYzr#~40qQ~+9`zar9)-p2e*
z+w46-ZIdO1(IGBMfWk2MIB!NlyqHO@l$+S75O#n8!@)+0qX&p7WnkkJk64xvzyIW%
z2CW_=`g8o)*Ef;=PMz|k$>ldNih2W@s5-olHM)YGe$Zs$*kVVkYLt81PrW#WLRt{z
z104*`vg>>CR{krnIdPo$!BFc5GBf9E3{*l)W=-BFa2^xPuCX}#zE-~VF*>Y^Rs28m
zY{mju+$}!7wD%B5)LEa$<xL)s$5x-pTV1dVy@|y>x%Tj~bKd8PvC-dy6B8qUM#jgV
zE;%kOtuG2JtqX~)z~UMnW%*Zr4$7}^udHx?SK<C=p)XQZ#@}nyn^IqU(dEi`-J`|%
zz4g%D?RHR>9W6CQp~kEI)+tXrPhZKHsG`-kbo<CyeqIz3e&DuTwB=_paF*{s)k+pO
zPx-I-5|t;b#Y{qf=YTZ*7aJ+u*o!nXGqAL?!&Ecm3S{d%WSGx~rr*z!IPxFR2?@W~
z#S7cc(I-1A4k^!+b8Lkr%Woxg4y-Hh%)U9?EUaPNEoKOEq0dG?lIy<ms`q`=rVJYC
z3>J?4KQ;dS*|p{|M~+IxstMj5G)jvG6DAVk*NEXwK_1frj)YU!3z!=)S!WDSy*hWj
zsK?3N`QwcQJ%acYpXMhiwlC=KfW%MUhb@>t?_h&R@EQj3JO2)Qt>>P_2kl<WO2F6W
z08xGfpldU=WoE6=Z{YCPCBm@;So_QB^X8f*uVi5n=}&*dgFBecVM@a9K<+36bcD6o
zc?Vs4Nw8;8|2MXMJL|H>JUbHxInCgs1DpdtB^a=&&}-E5PU2ovhqxC8Kc~#$`X%M{
z`-C}rJPoWaysfX8-1G*sRrv?u254bWft@(+Tjll8=C6RXpd;fAv{7vnVR6o%<-fiy
zY;tl;2Vcwv;sOH=1}~@c0(2s?&1_kfTv?e{QjpQSRJ;Kl1NIC&I^@EseZKZSI^i7X
z>r7iyP+lUA<!Qd5=sASIA58&ObVwxZJUj5Y=JT|@P&cEBovt}|Iu3Lpv?@JQI*MKd
z1#+#Z9f8TBg)@V5oP`3W8GRoBLiMjGGKgeOZb%<=FfCFK+cHqT5za}DnlZX=`bv{0
z9W}ZtaJzU#w<5Hp{;atNXFWnvD6Mn;RzbO6z~je5HNTd}$0kicn76v|SiGz|=G?@_
zu3>BGGmdv6r$$rgg7o~-ZGSy<bDm$kaoc4Ou*pV*fRYb7U6bmF7Dq;;5DcGB`7mT;
z2<WmharPUmU%CbuBz@7@An+>zXAJ@h!3Q?JSf3TnMfg?gQt3Rem-`mCkUuhT?Tf&`
zO_ib9)Me<O|HClS#-!ENlIdxR*WY4hA6~W8a&a3M3OTPeDm@{*onbc;^6>FWPkj67
zLv`v(x11~0+qYFE6Q@zV`o+LTSEpqEONbC=vI3}h(rR@}_J?5ep&<?`B*fd55wdS<
zS53EjabcQ9)xGU{@1ekLoYd}*LdKgPTOzF6x-8G*{Wy<d^H@%18VwAfc#+KWbQFm6
zrT6F&UNG7~1!Sc$Cr9wzE*vu;?kcR(6fseXIQB%Hzj1z3#GkHzj~Mr1v^)Q(GqG80
z5G!6_Y0Bv-xxzH=pZS3HwEAgNG-CXsp%dKX=43C11Zh*ZyZ4|A<6}27j(^7eH7KXE
z#uaSHr$BKu{n5llYn_ICjo1q^C1UkKx;z|%C+@w61`yj}t|p-l@}zl1nwG^1a2t>i
zGuQj;3^z^&%kA^M#PWtfs@v`!PSGg#CunFqDqtR{7SUfr>eX5?df`9slHx9UOU2_V
z3kyS4%`NQ3dD+iWrXjq9Yn>YifMNi27B6@;+QcZ5%QWf|G96R{2sASJ#*WpuTA_#C
z6(`2l^ZX~2_9o@{YpiN0*ngjbJg+0FhA>N$l)C}T{fVAelRP2RsfOXd8KswpTGebt
zZ{r+&=Z+E=eI(p_pI^!pW}-Syn+%btNfWng<K@0x7Lr~X<h7Lb=V2e)I_U0^H>p+B
z9J>sRl%ui_%nC-vJszv4{?!d1b8p)cV0p9sv|ICOcOV+YBE%Wm=HAv()a`9?f}Abe
zZTk`gM}|JKES4Yd#kk&4IXikb?%erY2F@|qkLSE(3<zF~0Tjxt8}D6nUaI~&Q<8h@
z70cIfGY2x7QxY{dk3vU6$Wg<U&nqjt$Qr;^3^#PrFSpiw_AD~OP(mv6dV0JQqGi~S
z`}mWO)`{kW$|pVrEf4|q(u3|8ynG%F5(AN;^gvx<j85T%Hap(s`!J7Y0GUy#k;-8D
zr5px2=1(1JIgb?K5Hc)MkDo|jdIutFL9clRPS4<29)yJkIb8e#>5C3jX+!`(8oyy>
z@H8bB47ntZ3qd_>!m-*f0S!1VzGzwkm|x6+TP)Oj<{=zv=)mm&Wg>BPNrV+<lc9w$
zW4IUt0Sl5!^j5G^)(Qla=^-Ij@7d561@aPs?&-n~puISa^y@Ju6v>#w7?4#*jKX?{
z0tFevRuoV?HFX?B-Y~@Ln1LvjDAk>22H;u6(9pngB(}t0h=gCNr6W83sC9hbP&KhU
zHavWG=<g2^am8~#_6UrIy?r(z60L_x8Ef{T#kg4*q(EWks@?M2A0t|RRqjg<T1SKA
z+}92*CqLUW*Z&FMd<HvzXK%b|51i0D6FqA`KnS|&^5xt8aRHM%DUt3=KMJlzdo>L4
zVbL1LYZA+>Jv}k5PjBC??ORdB_}4iL?VkS`Gvm=QN6tj<{oIEI-X=G0BZlBRPxx$9
zW-AbuWw@WHdC3FHOPxeIh{BfgS&#ZH6Q?xB2M%xj&6Tt`6)hV%6NIIGlNbEYFT^vZ
zJ9E}UFg~vTJ_FpoUgjQ`f-8~CTKAbD9vRFRsxnpESWc^2JKcI5uXky^ASOm8CZ^Lc
z`8AIP-+w%O|IPB5InV#+jFK{)w0d28T0!%)g0750Xw<^j>II9tQ|)byC(6R^lu;_2
z_l=#O7)Nt-Zce<OrKcdnaNgBo6?GfH#Z*?(<vb;DXG$OfX9A&uqxPGEc%GK{cM0*2
zs`^9Ri3{w2yT(~6$yxf7Q|W103IoveZXlGdII~Tmz8d8*0Y@=-yXMJJ-lTi2&E#ms
z*I@Yl)aoN+L^Rlx`WqZ@;j45fE+8@gdhLEoMKMmiM|$pBQ5}`o!d(}5zvq(I%;=7j
zMM1>{P?@DS&g=znm?J5PfKO77_#A;FzTM-SKG8diYO|x$H`@pLXoe|7W5OmPT}d`X
zzXRukK*GI`FE?;Qm6d1$kpWqTMyz|x<tmnM6&@f&gMuxSwu!{VC4CK(y=hyCg~0Zf
z*eC5<2)s^yQ<Eceo4|=ud^E$Mh(M%0$Qw&a0Ag%&`4>PCXLj-?<JE8NVBWJ86;O0a
zQ%tlCR?v_z@BNyOckqU#+Mhq))Kz!Be%tZ$<?!8m&cX3H-MaK~_xAR{!OpT;Px0he
z$H)CGBbU?EJVvV>`v<#yw8}lkzj+G%8WgdaEB73&bZ!b9SotyTlZIHG@Z0P*NS=5y
zPyJJXsq$a%|8TYL;HQEvZ6Vj?g(%K<d3St^Pa#7i<WVmnL}*S;&c3G11)!IH-yH9=
zHDBzODfXEQDl9&y2W-|vH(+Y2`D5o2DI|Fhv55dx^U}5^J5x=stE;k*O+7$xxmBc|
zGi$k$R@!-Qp<EzvCDJY`d-A@pcWUIL?xqJ@(PPSQj3YezO^P2%4QUY7_U3N}vU-d&
z?yiAMwVAQe@dN;x17K4Vxz0YGycP&UVp_i6Pxtf<L0F>P70+kqTj=&-;x)YE{8F@p
zyk|_#ZWdBShD(>&O<oaxo4)=y2tw*F7Gdw7O<B(}60^X^^w4j?ZoC!+1&291dU_XM
z4@MhOa&R&B94QrXWTk-FiIGoIG3I6g_!mujhJ@&UCp44^49vnI4P$0xA#nPwko#=P
z6o@R|cS*^5&0$)sXGw-<CBkJB-RMq+pSY@95)P;vzONjNkX@N!|0MH2GG6`*LUBO=
z-*X(@b3$xA$Sv;%=xm^K!~=&y#DATQSzir^%0SSIg?pHNW?r*h&`5megQp7x)=RKr
z--pFNAx=e|^k<3r&4EpUfvu8f1j?-4fj-d|&b5iq)4eOcZ<hJrtTDRm`1H-;1`p~n
zIrd}(>LdjaGqhjeNDC@DOz&?QoQjbUSh&cfxj=ZW_a)kmgMe2HJJA>tm+IFd3uxS1
z%vTz~^Lmbsl)yv^9|Aj#WME|uxaMUzAH`(ARgciU{^*rv-pI>Qx68}E_ZTRO7OsMF
z<?+cQR+h8HMcwxEaudTAYD2fa7u5tByR5Ed9_WNjgh1k8QD{=mPFtB89u+UQu3ek6
z)y!fj0^b5Qga>D)QT4R!WHP`)9V2X01el;<LqW?%X3NG$x6}{TesB(SMZb+rVUltp
zcMXs}wl|z`ry~IWVQl?^Rs<)%NRZJjfA+IZjUdnp*n$JE8~?fIAbPGq-QU8KVI}(;
z!`F}BoD8ln2HO9+6w=`9Ibjj!UapI~=(Ctv{HCJy*5q5kYTb(IsZ2jQ3}v&(vv*?R
znK-5CgK;_TalqJoRC#Eq_Zn-K$gbA`iwBCME5ygUvm&azakCR*gU1Dwh0OK5|C8*}
z(pxAxp+4}vI4}Mm>Ngv6=?_=Qe<<QJujy!>GZHj~Cfro`>VLMJyv*VhgLiLn=zykR
zFp|};m`WmeH0cjkYt!)m>Gs@nEM>=7)N3+B2iYMVgI|S(zXo($N%L9!oa=r10U2$h
zP|A?Ch`2j@wM4rkL@G3zcM$(ur5<syF*PajI#QgQR!`NrO1<&o>EV#B*^1z^Q=(X9
z28>s|;j{=-gh6RmssZ9W3DWZ~-q{+Nrp2+!)J9)bY7GdC3Fx{PfK7|6!`{<`ucEoA
zUu}s9yG>T^(5SK?ZZ0Zeq6|Ihu;uG@&5PNE<LgMRFBSAUDWOw}d!$D`*JEv2D_{SW
z{~fsy+lZTbm-ftmo}=gOZ0lrz2*tpaOrOuh<)MV2q0gi3RDjyQoe!{iK%D{lUs-es
zy6p}k7-AX$1%i6WvDHNIH6YJSmo@rm{#g6e5~NeUXsJIoJ`g`fn(>=xtLb<Ko4B#p
zkWuS%^sn~vRq!62En8h2E^obKgJPg5{#a~Th?L1)R){Y=bhvvkp7_z<=+ssA&zisL
zC`HAIkfM+(A+3tRZytq(Z>2xkCfaCEx1mZZe{_o<=dkgzVEBE6w$T;pr+brMO{U!L
zOSw+$?Af~qp%9BZy$9coN%t25O)Ad^ee(G$c8`)+_oKL3!8DtRN>9(kqvR9K^o}5X
zp()DVj7*Sw_3fHP1di^me%u7dQp&tZ8;0ZwI`V%gCjt(xho1hzr720rnwWoeK!EGj
zCFXM$+OIe{;rduJsJPm%lbm=Yhyw?d3tKLhDOiRcC|f9~>5nu6=>yEd?=1j3=RQtA
zD$vlWf^x#0=o`e4JZuEwbM*F{TO-CB4)q~qflLd|eHgbN0l5j_a9}UovxTT;jo=Gc
zOjiIS1$pF2IAk9N1EXlh#?+xTTTqG(Il`!7FRb+xN3($sz&P~utauh-4Jj-*HD`<7
z6k`R2`tx8ZloWJ>7pdQq{S`%oN;5NvO{4Vd5!G4|lUv|U1*IsrFbcq?LiFarIcCA$
zPhkZwJRDVBAXM$HXE%8_+@Fga^#fR}@BF)Tr~lHOf9Dcjppn2wPK=6-{1|A69#kc(
zIY5m%%ae9*uig&Q3POZ|T8uPSlY9EGWpdGmYDfFT8d9LJciC<|wR%MLN!6XrE1gSK
zwKx2it^O9=4E^jx3Edd3sh+BeCuq%0jA`DkP#*KjE1xiNs})_ZIyDD||5M+u9HDZS
z9~3OD(J|2fl$CnqC<eNH+$_rO4UU)@*;4v+_aYfnZCj%;44dkhZ4C5Jc<eCyS|PmF
z`VL_}B(>Wvrx$DF&;YPk3<_JDKQBO-6fS6^A{6HTp-!UgH#zOzTVYK}3L3cl8px%^
z`2+2UQ6esZ7ETK@HL_`wGntq^9h_e$F;yFEvweFHSg{ltC6=7YQ91pIZJ6|ES?!(;
zgx5n-Q#B>r$Lrml-cA5U>1;H+GqspIwb;a2k9jBm8kg{syWNRJ;?5@cno)Xi{!+1c
zOWyN`Mn8vhoMf-P#+jV}X^J3dYeosgo_3=en_f>jvX~k2SFSbb&<B&!wSzcbB!Oc3
zazkHRqpC7nT|I^MX297g$puen`^!WGXJLyRpBg@_UYyL}Wf`q@C_^JT{VONe1eg;3
zio7Ht#DJ#}kdehnsUp(Two5pZD2#H3Q0P2N5f`9IgVhepJ<yKA;o}7M>Eh6&@L@)V
ze?{5aa?`>Kat-y)0RBt5A_yW0p?t2>`$#bx{T(YRVdi@DXDi?yP+}wQ>q#bO!J}m&
zHn?n}Bj!-eK^s-9g4uij`J#!=pt2)IMZ@z2u_R=>DAyKfG3nNk&%i+|t89Ks;{8cQ
zg{gAcVO*Q)uU|hZ!8Kx$_RAtY+1}>npTXg?!~I%H%0C|e>=^lWUC3q7)2{AeYm!Ki
z|2oE(w2;_zdO|nwfIQ}MML1}FVB^b&tLa)kn}5Hntk>Yy!nf8lXvA@ZuEriU$fYMk
z=gGl#>4^^$x{o)DDke2UrzxplhIA`Qq?T2C-N4QL-q8K!tGY+KBlGrDidUu%m7Hs{
zx1L`2XoIZPI;rv1<?-?g`OQX8!`hFeq|Ji^%A*$r`7N1No_<d}if;uy$k5@FiVoBo
z#%e4V#@~wlb0^H$__=CeNL(fv(??;AEggxWK=QlYJSqhBL@Yx-+?aIk-y7cHCh&Ku
ziqR5WM0YyRzHt%kQDL7;J=~J3*&oc*5Aw>+je_e%$7{DWg61ul%*>Dog&SfY*@l`I
z+VK4wY)~Fd1&u+YaCjTNGXf-dQVcBOPf6RH_%H8ShlR1TI3uBh#F_<mipr`9VVq!E
zCg%Y1Gw8_JS51cL>{)|AGTV17U{R8eO=2mMmQ|8k_{2$K`%hWsR=fULDKmmC;f(_X
zDo4aa=Su5;F}|+Na)9h)IXp({8^b3U!%{3r+)!Z_vnal4l+<R!LvCO$_kv}IL-S5W
zKZAy_Ub!0|%Lu18gSw_T-Pw>F)*@LmBrsbrGgm5$a=Sdsjd{v6jjS|({Y2~?dcjV7
zj-V0-*S?0P5lt`X10>IVlQ!VA0zI(oR&;`AKqd=-p5zR0zX=8#Re-+lnQjJ&4-AP$
zw#VHqYcwc5BJAJw%+vJfB5&PEdJC#E0DP;azbr=Q2U?a9A_Hdx4sSqD)8jBna$;%p
zVh1=}-R@Vf%s+fMZdP?K0-pBo>h~5zRQ)dD9EJ?Ad{0rMo{KugD-8_)teIQv3JV`y
z4%~DRjDb_kN{fK`r&k{6Iwr@~brgpKTr2lUuFE$6R=pI~wM)yEXF7_n=l5LK)553h
zL&TBf-|MtKi4r{M=9wF_NKLS1<7gvHiU{k#;g>t>*QK1srRccu2I*-6AufUBfl;wW
z44a6(imwN|p#xj>w@<Y0S$;yP|2w}uhZD0X#Tn2iw|#g0{CB{PITMjKDy{bQbvIyH
zxXMGeqS!A>ewh$&tG2dER{z&NJ|p*c#PVTD-PCqRv5ZjC_}KT|MMB(L;c;p~g+E}A
z4Y_!&A8aqgUwx6Ki>W@^Qm+Vk=(?N?s|aS#M1VhiT$d}n9vpU0c}|LsZvFvLd1~4d
zx*<XTKE?KTUimCMsx=Ji)BT&zad=wPnZ7kqL)x{IbEw8y(=a_W9FSn8D(Xp0+4D`>
zt9;+W18!33S)ZDRGqzvfVhz6F_J&$^%HI2(WGDXMeSTrPSC=X;sH)U>lj@#&wqs40
z3{&!V52_{LFLqyfG<|~*#XK%(fN3z400!?QZMwr`Oj3&d-iIVxiS!r+^~5mYgtzsS
z#3N_lO%>y%DUvw_!p;ILG0_*d!Wwn<LUQ1Z07Ta84w}YZSGpm3T)5aFFA1hKne;mq
zl52{&ho<3GkR~T-e2m|DS?5q>1;++Orp2YJK%Q=4zg@7DGyRiMp1mud04yyP_1tIw
zfZQ&Cg-kJqj<deFz;PIpj>-=|4g`jM{+<OM$^%S#s~U@?J~UE;F<czU9gzPXbfj>s
z;Oj7=ESejySO01tYgFc!-_XFs@@R|A!*2hVw;t$^{8A052&P~~0Qfg_Sa++^<zGKR
z4uv2vHV>Z8wL!)AjEju>`uP6)^Xn!rLFrt`W8c;LC3t?@hhJS*%ns`_-xsg$6s3I<
zd>>n2S$WYYgAp?L_raIg1I*Vq>2jy6zO?_j>$}fZ%v4h#-+Ci?^;2g@QSYN67jwdD
zcqfEp@TNxj&#fdU`3p)sdHgJ|d^TSxQW_IenCL(nN?==EUo(kf@ba8sDeQgzN%lm`
zHcSaO+gH4qG3Q<VB^sR_QfeEAG~m?UMc+rVh_fqeI5|P7h>g^ZW}29oZmgA)KJP<9
z+l7HezY9jU%QThR)9JXO*MeU%gP9MI6BAHQeksvFyJq|HzvvAR1St*xiCuNk7azBL
z0EG~s)x_h_!v@(P47^*`v|E3JifF@lQxPLwv~1-uLvzKhKY?}okoU(yKeo5(;b8$-
zy*^1avP~1rwVu~x<^1B;r@?v{8-D?Ve8HD%fDZOjp?;V?VxLbO#BK+P#niWXmV(l#
z1#>*_LKx!Z(KUMXOmspfX=rvm4KPv%Y6){i(rrBI<nl*V03WLqV+@Bnf+@Tl+Hej5
z01MxB(7TFe7N^Y4Fx@4|Bik@|6R43l4R)y(Ijq~K_7Xu2Pk3yvlmf602D9Fb08_~k
zn!o$}&w%{aK>W}kmim+B*jL(6^$Dn0UvW{hYw5kCzcn*B$r(8SgCG3ZNc{z`$I^K5
z2&ERF#Bj&mXE}Z_e%y2X@LV9mk6n0CKzBmx@eeNsIrM?m?G+oJZ~mKsLvPYV+#ggF
z*N#_iUO9@XQte!~d_E~7P-Ug~h_4n`7~=nYyyA=2gS?9IOAo#$4hQHA23@|6yKy6k
z5!ht+8Wp~}vxpKB3>`|s7X6-*QXdqiGj-TI{bP0coX;6h{PgpakQx@d_St2;twf4M
z^E3su@Qm#24Gm))>DLI_FgF_vZukYiLB}Jk8Sr^-gviq!x3Bw4+Xb=9i)q{vQOO!>
zc%Oq*2^e|oI;=-NeW6#}NHFXuakGXeqy@h$6R6H_imgMoy`0a@bfM}+$rEj3Gc~tI
zYczI|!cmoy7b;Wc^SD+Xx_R|Va1kDAd7l|M9~eUvIl&;Rpkb*vm(7H#Q`a`c*1pzX
zJFh^$$K!7^3{sjEO_^_gPVQUos&hc4hI&dj>=LA{sZT*w-_fv7=vb#^$r{jL=i95&
zX-xu}y%=s2GOPrjMS<MXGn^BFw*Q4We}~;IK2jd4g)`F}#*0fH{AV*iGuWM&#ID@w
zkw9TR>hL~_A*Ih!Nvz<;R};=uGa*M!^idH!oDZEjALbE(2h;%MS2Av<1OxPJBF-B`
zjD9h9H*+hyNj=ZqUgto8XulBVX=wmYdWnm8z`rBcCzUMR0>wt>U84b8kg1w`A5%hi
zd2`#)kiSJBf;*@&>?VER=#PYGqT8&VRy6CL$z`+80RgTDup1{0nG$TTjjD$VoV?Gy
zeCSK}F^cJ}S^bMoP+7thyJXTsy)Z;d?`fQyqlAh2NrQ^v<Op+;z2E^C>j9aKBPB6M
zqmeL$9N^F|u`o0`%(%E%B>hNug5OXX^puQOL^mMhElj3Dpt_-?2q%2X=J!7d27)GE
zC{iDOzNEtB9B?Q{>k-Y6j7|uOU_7q=kmRkxE};m3PEr7dW!RC_;e3$?@L27|pEWC<
z{3Xj}>`<RR<1*wVh<Q(meNya4cLm+*#Ck*V6d{4lX@yX?FcSk4HTx0k>tw<iTQAX7
z6}bV@BJ|#1Cy;!a+?*mz_SFv6C$bF>y>D`Bs|g8QXihy|!!VUg=*_f=-MKBwJYx`i
z$-~XO?53Ago8OS-4gU(iOV6JdrKOK5Rrt}?YP>|WgEtp8R9dfQ==kj(ec_YOs0-cc
z7+)R|o%pf8&{K5U-wX5Ie||B%3Z+xM_bV5M2|8GqM`8AVw!Xk|1a3|lzgW`=^*(Gk
zve{d+tJ@;Z)wKF!C?icD-cnayd1Z#|RM-b^?b(OG4(6=vL#P{H?Elghrv9rM>ajcL
zPaa4VfmK}fOclJTGO9apeR9Nnf+$z`sap=nM_T4Sm1?>d#=Eh$*@c(=NhwmT$M9cP
zHM$emVCH^yAnm!`myf^P9+aor6u!R~n>~`_^=)a)GxADRcBkXQL;j$QNZk+Flg|8Y
zsvJM!njZW!$z+DkG`VIzJlm_7?jqc!vNNA{$Wj>cbeHPnf-5bkYyM-kau*)azwl*t
z0QjlWEEE4@yU8!P`0V_B=BFQ-89y?wz0+{X8RY$3-tw`_0ZQ*nP%}j^vC?7k|I3p7
zrhMYO6x`1u(*Bo#8_!)EkbFunihn|4ErCgkQRvj*%|h5btMHtUY;N$n=r9jf=~t%&
zBQg;s@7U`Y4Zi~DcFupP*J3Vtdk}9jPXDHZLm{G4CVENc(6BOOFc)kx>no&gX6O|Y
z{zRYW$rGTCJ8M=w1xZg1k@p}MiB^{PF^2s++m=oK%0bTxbm?wXkUIksH94?k=nQYf
zw2CZ+1QC-2($cS`-mUd&qA}0bp3ZTxeKmnX8IDjdeHUm6T_rFhEV*AEM8pK@R$hO#
zW!8p?Zj1W*j)K&u5)9CNG^`sH-wv4OL~%uMs}N~sFEh<w8l7)cAX8WY*YG+r0f!Y=
z{Qarycfl8I3XYzM<2f#C4srK_tq6Qq?>K*^56;%Z$grgVrjiwsI4IM#5;U7=kOO-F
zpSarg{cj04P{7i=!W=|Fl+=%2Hcvxzbqlw5XjVI4_dVZG*9vFfbM+K4m&(5C!mje1
z#_vByb#7QGF3XJkH81^E<K~j=;(v8Kb0RW?4wJQS(4QtD2c&X}yG~C|!!W+|(%yn*
zQ9L4OQ>+;>42=}|VC9!-*KMxYQ?wf7??$XyY}j*&)U{R*4n1nyANjTQ<qqgWlWq^g
z1^HY@_Sw-9;$R%e!oVip$Lchbv6u)JwO223h=5gLNg#4d!IHeCP)~C-_G&86JSe*T
z%?7<1HVjh3n(k$xZ*{7lP3}?S?Nv+iaFsRMk5LO?RafQhR^?e=%7>Dt$N^)p{&4k*
zLW*~9SMOwc&||i#D1|H48$UPHb#XyM^Tz(6)WIHw_!aUdDgHBu7i}kPtoDhIPy%97
zl!@$k=pR)P&Il+ZYUb3b#(}a|GE9>TUTJQd+sS-`T5|iTuW_Kwjz8X+QExZT+tV#&
zu^F66%3+1pK2MOzuNPzh1@6uh_}Qn?Y~d?xf1ih)h`mLvB*SFgV`S3sKaEUc({e`h
z>&!3gNdi=RvyPt!QeNN_;i*S9=^b@T`BMXJSXYyw9Z#&@`|iWI_Hzf;S?2Vxq&ap)
zMw6TNQtKZ29$Gs#|9vmd21Hk3$VZv`u0QpA&=L);j6<ust_3>c+MFBp)%0}@HU2=f
zcHM@eKTFiS$9_Il!#jMTv@Nhfu?!*4FF9rM(!B#`z9|z~k6<}}vQ>_>#{RXj$LPi*
z>lKK)S@bzlPe7wugGpt>Oyui$MY)kz5_A+&FcnKSu>PGip_f$`7EUdnwJbw@P*|qb
z&#?vb9%K)H6(d0k8+uKQUr;5>ki5W{O@ZKUQ}`s|?RpC8>J>*#S6(RGVmZZBQRCoL
zJ^JKu>BTNreK;~n&y;}p0IKNs&v?QlTlML<uRTfa=P9Olk5+)TYLix=K!7g+Q-gkh
zYu{f`WuRj1wg}a?^0zkKklARrK1K#5rrsNjOM-(?EMCvzcB0j7Cal4=%bf6ozOzbU
z`8A&kYXliXH~oezc82~;2nkMJ29rFY&(2>bOZFzu2vn`7R<7SZDset|IJDAV+l@ka
z?7Idmze<!luBL^?gM)ngcYd)a8@nhxFAl<a%#D{Ws^In5ip~wHhgP}=*kA0u;x#ts
zwtnftPDl0cYc5k+f5r{SQEItgelEBwYY6Uec*W=Hwq8qHCEeB1xp^f^M0@ed)i+;G
z{kfLm_Suwiv%xaa<IF|1|4s_TzGP#(pt=8}@NYAli~buq`JciCDlI2xT>lZRtbW|O
ze1r<yLc9*^lk!7<v%esncZDYd+QRv3X-0}&TJS%vqVq~D`q6qO`buX%3K9~+=)hP~
zqzi=)j^=YffKZThRGA+f!|&UE>UNB#(#Xpck1JU~Z?F><Z7@JD1y?b0P+XzEt~mWt
z56Dotp?-vtR>_fnFA2fk%_qoWVv_3D0ELnkHS@f2rc1xAns`ScA-GK%Nb%9TW~q0I
z83<e96Z&1KLQx11sp>018^L4(_;RJ9nc#JF5BK?kbLsh?A>mLbuwMxSp;-6e)p~?|
zh-c;h*C*2yIuazp9-vURyzvpNE!tVBfG(~L=FSEp(VS38l*45(1(06pVLZ;|jJ8Er
za<g@4b0@RsbigilL^(WT;MI=+E@G?+*2ESKwkacA1emT__}O|2eY~xul7*dQB+AXm
zJpsqRH$YD*spcTV1Vg9hfvT4Q584P|=?GK|b8vG7!9=fz)Y%zU2+_G{Yhk7c`>w!{
zHVpaAoS;p)YQ?I@VnA+D5YBiqySO1&$CdtJIqv771O2bMIn(tw?&Izcd<$zwek@t`
zcZ{*itOcA}vy7jV6RNU08>ry5keN#>{=OGqyR24<$HUns7^Y2q<-%-2p*fM?^-5xR
z&P0{Et?Rp0{vIu;dvi%TlbTG=bN52&jZO2-m3?u0rft(lkMB=b>Sy2mVx|Cz{XQLt
zDzGY(PRnX+bBj+=QLa0gi;d#+-{6xk4SwclRH)4qy^MH3tM)m{5{eM~ZB;31{A}<s
zAEt+O*(iF1KZ0YrA^hjr;mHg-HN80kpJvs9?e7t;rR&h1G5mLI$69C;@?nLfJzSfi
zK|-Lhu1b(LNoDA%>bsCn7yf1*0?`j3K3RP_f(02*yBb@Y2-aYAuxO#4W~scyDk8rY
z`(SFUU+&0WgYaRl*2a$IQOZ18p$kJ)Vs10$%3x4pYe*Jr5aqtnya>Oi+B4&xf}46#
zU-?c7b{kqsihTsH%R11zuph<s2KVq37(nY!)AaVE7+&HMdvEH^pyIo5ui(gNgG2yC
zL9{(0;D!~pwh&dX%QIM(A8UftEV(p&5~84yfCH-5)By@;yProuXbI=|GtVJ2e+y;)
z<;ffn?U}VVJUM85GC-W`lLVKv_;e?rqG^}wiKcx9sgg86C2=h>ExM5XOJ?BaqZ@&D
zEll5m|B40)7acti(FxKlw_viTrX~Ko#-VR`fhZe^ENbyf<NRj<WNbYK%|mSEUnqjy
z8fbCZPxfw{KWK2bxMUd7V8GjaN}s5x*U>@MuUpt<Y`ur9BBOv8Y!E=b6w%b$4bKaw
zHSf_eB|PITW9*c=X>D=W`m4o4xfs2e6b;!O0C9Uq_pNXK@txAI27RmFwe<g<o|Zp5
zma@#G`@AXdwxQ7lYq%Iq@5Kq0(E3IC84$cVS9B&y_QD-Gq2}ajh>%zeamAO@%<lBG
zHQdxNK~nR~ljKdn5k#6Ju|+qT(VWEzxigPSbg&QYki&GF#|f>9D!dqmhN~ZbdUH&P
zsZjxEnYHF`L@<7nCCQez6H|W|&?UkyrPMe5?tiLrr|$vWQk;h5WeQ6X^8@!P{;9R#
zdt1Tx);}ynnI?be-8gU5PT+oN+&SB4*#@HVC@?Za3H8ie>Z`OL*Wa@jdP{5yc_f{S
z;<`H{jn#|ByuEv={jFE*0%_Al1?r-IYiTnL|6ZU%wzodiQD%E}k7knXbq;6L-|8M#
z^<oaAz@B{7%AT^jtU%ouvZwx2w?A4_ucLmbJK8<0qpiKAQLENzQ{a1TY%*kTc{22H
zcJk<8YchCeQQaPQ(5?P9<S<R4_AtsT^zdjhl-7&e3+me|5%3_je}1d;WcOFbi?!Q7
z{AauV`x4bFI`J^za6A6vuhfmTXS()RZEoa#&hPjqU06PEc}sZqluha{b2r8R1iE;P
zeDd0DL9~d#tWw%i*ZaWOc6TN9QQ7Xt7r%55xJGI`U*V0d6(Pbtd{iI$yI#Isb@}Lf
z3)R*DR~(AA!lV?S9xX?0u}N4wILflY5Y-rHefAC_Qjge@DkDvOqB{PD=Y3}*c-!1c
zZ!xloA9{J)B@8y)-@uw9u9YXN@=?P8#%*Z#$hKI%1pxWF8lwq#X6N`@iA9!oKbobY
zjj(9eM0)cx{Wq=&d|J2^qvz1b7^UO-4LDiKBV*2C6h-kabW+j|efb)I%jZM^BtMh8
z=EfV!?m7ARSke}Ny%?ecSi%sW&`hkZL&W(L;FQjchMzo<{{mWZSCmtjk<h}K?gbIH
z?63e@NgVUk>DjTbSmro%1cd!Nu~C)Zz9G*8NcE3fX<(2f{-*QnFfmE$s;7s;;$7%U
z#E=mH6nYj5F*wVh4xUwzuW>x|h>(}s*Sn3b?24VK=59Gom`0KydSKszl)O#`ADDVc
z`@2c^?txSZhEhHO;2d^1kr+lY2y{Dh;t4Ya@<Q+3>EtkFJcB8{L^O-VEoWW>bONsL
z&Kx5Iyy7ff1oRQOleUAi#66*+5&G_MCuGCplj{s)bZBUIqoVVlw6c%L&@7`9mDqD6
zkWg&~WKl1H%a7~;Xq#`90Cnumr8CFQVViTu7C=S1NyzzomumBUFAr9_2(mO#9NlgH
z#LFYTg$!eeS{l$E@H5V$1l)Cg6s`^%!cKx~5o|kE@~=o6Vey>J(EQcr&BsXST|8fN
z>Ys6!(?OGIqI4k2HH!61E}we*?a|7W-|rv3?>>=i*7@v|{DU`@a19W0Ph<tyI5MUy
zLH7A#qW}9y0!~Ad8Q!c2h|tuMvi0s~Ymhr4K~Xl35ocFd_CQfyQxO_;b-X-tv}ioD
z=(Zjf%=g+o?)(b0p9=JvVzQqyLcK(2jmqr$4hf5HX55<Cpbpf3yL@5~ydc_&0>W#5
zd$>p8O6|tZ#~S;$e-Hm`=-7(}{p-xFsta}>8uD7D?AU14>6C4$8$S+ijom=lU`DDI
z+v8Km(k$P;z4bVFzrJ{4P<3J{^LO>FDoq8IKMBYWvGL~gX{Te~!J%iC+NX@6k@j@E
z$oFPpNg!&dn9WK`!VGLx_26e1#T3Kn$Wsd8IESlitQVJTZ``&XJgI7b5KvhX*|yX<
zb1fuN#v#KZN3k&dprRq!gWYPKSNM9RWI>HND;(P$l9>0{kTqb<>Dr;`r(H@X@#!t>
zx7!w4@%1kA_xDqT=J70_15SR=Q5oahW7l<MYj+SifvH1PzY5C^{m4!}S6RYIA!@6O
zdq7e29T!cK$cs|M1}v+dRu&l3-{mr4e9IC2whVv8X|e>;_yc1V?b0uF9|jc)5DtT#
zL~^0Eeq&gEXC~v|8#dNt$j$AobXtbcQiYri!kgg;uTXxngr0*TJ{%`isgy0__`1!T
znR;)8?KMS2j+;P?$`E-g^mv7-M(VDBqGZ_B52!!)K0n9h?`|Qo&oE|Vn|V&c%(V0L
zibNwW2Fs9K8&&W6Psy{obr#5X6kz#gRPpDkUwjh(^o||mNbB$$DpJK*9GH4lC6~^b
zBmY=&hU(pdaKhgmTV@oQomW-SU@cp0JY;XB`qwPHS{<vzZe?y$d^6CCFYfPW!8-f8
zO~?MxR*~hmyB-IXxV7ADxvNnX+JdQ77*h#FH9L{CnzQ9p%J7f9mU}(%moo(HLYy4-
zZN?>FqX&=oN9WywmrdO*XOrW;$1r(5(Mhr;;aty?8`k>AgvvbqZmL~PDmv9^nQ{Mf
zPl?qB`Yne7)AAdqY-C=_&R$3=JL&VW$D&Y$cX6BXM|yR$hrj-N72R&pWT$7BmG7U}
z9wmERmYrdLUjY0qOe(-+mcj^q7;0wBOn_zFN;HA8gN*23*M2N4yp!^K`BEwdCKe`+
z1fQds2d-z&T&l;o{yGjIyUEOaiB2CWEPmn)&?mNuk;0YE{7irC^efMr3){}i$&h$A
z9=2%KOd_<3;)Ant04$U$CfW`&4vtX~`zeV>ZN9<>oAiFj1g8d)OxOy}nt{aCw4Lc5
zNG5DS-eCAU!OSrMEK3)#Cc28`2G^bA*o$dYLM$C$G!P2FMtFHogG@y2-Fo$fKwuM;
zMS}_VX%vud=b_)M%5xj*>V-EV<T#dqWMHnt;CNQ8u{nwjeMwJZq7ywSo(>sr;Sj1C
z^L${NBgH|GV#J<8Gvt=YsPi*mZP83DP!c3c2fc4*u4HkGaPb|wgNZYaWTO|YEL*>X
zU19)7E#PGNCLupY06xGmv-OX}jjT7<O83L@I9K2vN&u<P*|nm_0Yw^Af?70RGq<%4
z$VTYJBxpR}iMyP2(_W$;krjs|Ou3K#9xki-=xKGaHM2YuB64K>qk+L`B$dju&R(dE
zDVbBY*7N;bJ6O6DxZII;S;p&0@?>#F<#pB2ieLc{Y^=avJ1<!6vRvi9Qu}KBp;poA
zJ@c(ND1kBJw?SEu>jHwyUfrZ7W$=r2-gBAkNU5F8|I8eJo`^BE-e$YuZsYo2Qu@J@
z`B^RGSFtsoy_?psu*c?Q-9GlFy6;QUPd|ypa2M`*@jiO(y<O6{{26;EZT$<;lyimt
zrK<j-q-ew3fxwb^Ejh4#K2SvA{6C5?RR3HL>(bS}GccL?3_sR$%2f-!X_T$EuC;a8
zj$YD#%fz9F*xNs`#7oi(c<-8*T{Nphu%#!#%HWes7%wDudP*|R8vVN@zngNz9O&kF
z`g_U?E3HU{Cui3>32)DTuH2YDejd@ZdYq)`xt4ocX%oJ`EyXG5&)`znhe?Vft+;uT
z8z=yp9ka=bHbnDN=-|z;W`^n8=i4=(Y-lB(e~r_4w$BGRH?(M3nhBUWN6qegb!;IB
z03%64G&2CTu2iAc?4V~o#_-l0pinXHfxI=x^8vet)`J23fHs~^Gq64|;h#mB9~@D_
zizWZB6g^KBduT@$<K2gye|}xyj+Lt%OWd{Wp2PxWiQIni+?UQBhM73<{E9KK_<T)i
zOT#26t6L7|QNnFkXz1jRStRxf!M<SpUv;`nuzm&D5RYfiV+g>?j~0M22sd8E_HA)R
z(Q9aZ{~}hVN+dnU@X_!nUdepl6C7CI@Tc*RRp~Q!KEn`u;`<HpXuY<^oTuXVC9nX2
z%?9FM-qD4!YBMO|)X9h1pFcI|^8NkGYx<}?<xB)d1agEzPM}{w)s5<nh{)*=PEz~$
z&V+#QtU}>OY5U};`rqZ=>>&>ld8!OV-|iAn(DdCdxW1wc`C@oK_@Mn&W?N>chI7zE
za^TyzEF)w!D^xvpVaD+y!*B#zSU(ZrdvrAkSMPFhQI*S1t5|394<f=btPmU8g6Xb2
zqtq*KB*f~!UGb9=ehDbBh@d-edYQK=d9nT#v`_>+Abu;`><o|eQ|%Za`wIf3m74+3
z8GBcYPtD|r^e)-t@oP6NfBhLPbqoI4BR6)nCS<c^cKO9RCUiH}#U8i2<8P1KL)7iB
zu2a|E*3wo{wX{~;Ar(d2K3b=49pVmfINA|yPXWmJapWW1(Q+MSh_<6ZJ8H#H_Uew7
zakRx3v_lMal}4GQQE}9*t0k04+`&KG(P14GgQFbL4u;lg{}8n84;aeYByGo^Mr{TE
zaJ7zRPowtI_FHiWFEEtd$<V#k^}0g}s+RIo{jK)F%HrzV$(rq{KVQ^)MW4_}J$JMQ
zS8vw^Z^hK!FzAM4sCLKwys@)?UiFH9-k+QI%98lI@{D}Gx7*$?x3DQxwJd0LEBbb8
zsW2(9;CqAHt{Bb1^Xr@H_vuUq_r6Ge7<XKGoC=&p5XN$Xc9>peB5uKdmTl%9;)hS<
z=A+21ZHXrbj{dt24|?!piV0qVQeQcEwW2y78F&1Zm|dHCw5Rv6;B(ur+YZa#Hlwzu
zve0jYnLf*Xm`I;hx@WO?z4Obfi^{&|??2l=v$6Kh+70R$&&UeTv&(I>Y{%Y2(}{sO
z#tx`S#0>IGUPMZsM-Qa7Vfyk}J=K8ZRP&Z+d{T=Y7+|b^K=+x@e~}(A;x<Pj?_&+y
zVR_diUtY*N`w@#bAew)U>0sJ|<%t8=0PSr}mABWwOM5LiwNr^V@7)7m_wKbQo_qEx
zGBtJNp+{8O*{-g?if275#&lR+dJlto4~;2nhfgvE;@%~$zPq2c)^4|#=YCc&&M3FE
zV&mx7-YIAp6PBpW3bd)x-cWshSa#JV^%E0L!4aqG3AwCq7J1(2kb=V)m~~adM8ipn
zzI#_KnA#Jw-Zi{!Vk^<h5iLaT6Cy7XJ8u$q70)!GS{$t*p?%VBqWSSeuSL@dOoBEn
z^O7qwOm__H`5|Ij7Mhlfb#dtv6TIuj<N=}5GXr8f40eb#ejbRFn?uoI95hQFmA|N;
zE<-nSLz@siDHOd8gRiW^Oh}Gm59-q@8|^aKt!R{!EhomXN<+VaffyB_o*bb5360k?
zqtTU~4t~Z7kH+i$(PM*@!9p7uyUM*U5SaNiW*Fve`?#RGW(wKYPEdT#q~f0l=%Il)
zBe-o^`h?M)K0Ms39#Jf?fRZBM&+uP~(9_7pIn1&_#anyN3=J_iqGBwHCEfNm9eSnv
z%o1zkl<13?mmJ&0a(_3rx)@*WxeA8;DxLlFmM-0&&r|3&9hr$yEn&{xPi1b!Se5@*
z$a@gw=qwajrqB4x?niMEbOT~>aq82czA1VTA(KmW9IFKFLe(iXzsqhTI^Vy=TDpuq
zD13bDc7|t(s4X-?-vJ6efWd*<MEiZ{zlFftG{wSu_ibi#=E|P1pa0^%b<c9XE5GB7
zT`Ds)%%&~Hk{&9a_vPgMM~;on!P|%vk8)1kHNMjI42Xk^q#W&>N6R9$iNa&8gFBZV
z=xBsAmwx|uRpCvr<A{}&Wp{P$<DR0OEw7?9oO^e5TEX0ewdP*S=7@T7?~j_`!SUHI
zYmVL36&_5|a5<VH2c@a}+GQD=Papo9M|572j^((_zRm9Avuio3AvH61>OEk(&Izug
zP72aUs013GioGZP-y227>{8@O)-Wcmtfze&h=gQDPUQb6x)N}v|2S+LHs|KZoejCq
zLUgdXa#oT;2q_UFN60ZV_Yt|GC@Pe4g<N5CMeY)kV{W;cdt<i$@Bch|9v+@&&-VPj
zzt8Xeyzl#YKUgvidPOE}KxV_pulbrwb-G6UtP^HP{lr=6ExURsw*sd1cB}gu@&YBw
zxW~*I5siWE_Z&g1QvMDnzGu@5vJVDEYv5H(?3;_WS`OnTMas9PmLG`JPHec1q6Eaw
zhMahOR%1Dut1|MmfEpp{6?E#L_i<;wDba53Do^+rZ3E+j4E^3#w-3D~aLnIb8+Qhz
z308+&>-y4h1uSNQa@L5jr?>9o*I(Dtd(JvA@*Q?qo#HoM&r2_q60n%rCso+nT=iCr
z*UQNLL6?n>!$UU|KEKN68s7PI&ZBYc-O@K>hNM_u`R<hqK{V_*M;0UZFolLUk?e@1
z<LcvaUAJkx4Akr~Bo$dhgBW6fp<<&QU}*#R81kG!py3}fGe>v1S^&GNJb-=SOGtjZ
zcw}Go!L56N7X)`HHtVTg+Ib^k+TknDCa--<{Py~NP5`?k>OqNE#mnu>;mfnELb%hy
zmz>veu=rxO3op8Syv3V7c=W}_@{o|ErfH6(kM|cdElhh)0?TBT&J@aPG~Vo|8Q@aS
zk14A4UeB5>H1mg>JmN5Ud|kSsG~K~kZCP^o8q2x_aT+}>zG$FC0&Fzy7yg+P+0^rH
z8N`=;oanN<x3S{mvFz%ycF$$Q<7vC913$a0iJvoFZ^?PUOcafoz>i$9_4{y=0?nPg
zUF=K;onU5*A}GP0Vo0cD(0vzMrU>6JpZ%)3XwV>gakLx=9ZVpZ$%(~*c2u<)OtbJv
zq`L&pcMisUSC3@Li9&#0_;FU=EBgHCRE(5bJsE1Oxd%5h-i1FtMI%m2=gmULOvvyn
z%;+JUU=Fn)1-UZL(Z9gaYN(1Oz)hLar=%h*^@@0B3+9nl;l6UL{Qr<Yjz@&)r@&F1
z0C8M!86_8tn0AAtt&E`~qnxj+`QiYYQXf^b1rd&r*o6}vUO|d6LMq&745=N+kx4&<
zW`hfLSl-57A!4S1nt8``9VksY42-dJ<*c9v4P<<al$S(2gsOm}Y!Jss&^~PU&^A0*
zn*nC0L1NKlpiD-qu}Fqm-#mK><31nvh#9TMz`!~>)+c*@hvc85IxU_U=)TW`F#o=G
z)B0>#*~359>H(hp<op}$O$xDr&$<6x*Qn8IZB{Mu_PMmyGLn6q&<~w^!F}l$lCw;w
zp!__^re)@1W-<Z808~w9Ter=dcY$5Et4P>do1PHkHXXOtF7jZ0I~y|&)u^c|+-qBI
z`&=peeh1MCeW*?xOEcn+4mQ3W+;<U&%H0X8zUniZge9n>rstM*rM9a3v3FSoI>Op8
zHu*Tm1o6mmx<}JZdy(DhtFtWa&32C!>R~*1*^<{&55(J~sB=hN8J@W$EQ0=J#EJg(
z7;xF8GY|*AsZc4KDq0)>=gu%B^ZHu<&#SKD%(Oi;R|@MJLf7Yh&%dnAaMs@j5+HDA
z1$u1i+|BEd3{0F8MkRW(0E>u45Anm4X((6}W&RMlJ$7RB_cEhgKaa^{*R!^?@EO-h
zZ@mjg5E>-!zCJ3LhPtB`0LP<WU9BbCA42s}<3T%I;rCl#?@5MxpW)N{nI*7WPt9_u
zetDN;rHf+-Kl^ej4?8rAjA|WzG!|QqjYP#u)L81}a6iK&972gjZ~P@ZHtDLna4!l#
zjzXH8Il~VtU$we%K5VB#^_9jeIwCq*u%<$`C_2d4k&qL>!FQd5k532(YFB-SJ(EuJ
zh!^f_Rf`EZZRKypo?!R~%@h^6nQr)|rfSdEAI`;Ydf7}~RYi1IH*C~KeXPvk&)8JZ
z5+&DDutKN)nA~$*GAQ00Ox;);8=P(l*=k=~#zs)rRSDv^FEW-t3NrQ%7qQJDdlhvR
zjJ>BLK|b_7`c!KRW77#8c2I$wVI06`j>iss7*u-y%uMs)V4Z42#15@QYmm;lx7m61
zA7GrFN_st`d-QiN1NnM7^oZP*^hXfsbS`{(a@h0RK|Z?X$nc;T|I%jt_GzD=v=53U
zDfvH#bsrgS3}yd#aY&mh{WSR_b2p08vHm`%kNkdjh`gINv`b3cEhx|kbiRd>i;vu8
zVk9%QDy6|KL24ZBir)s+kxNd@)a+QwjcBTk5wkVXE6I1}0fIYc2eV)h9R#s{7vy>h
z0lQj>sO8ZOd`1r(#syXp_Z}5uP^2#^D(_@u-YeX4<Po+NC{*Br%dzdKvhVfAJrV*m
zzAWPxNGZglO$;iN=gQez%;4*&Qw6B65*$(4MSVZ@yLf=0c3v$ZeLYFk#lC*iN6g?h
zqy_~9i_Q*1MMr*vM`H@G7%=EJw-5+73-3cmhLN-8&+x*mTG(^z999#y_1+NS4(!Za
z-Xy1Ite1!E`^`3lg)e#(xbVE_hT-go!c`bgP1YeTD}eLIG=*^d(;CYAmjs<xj@0pG
z3BsLrzvSi1BLEDMegbF&Fo-=$5y4ZLt`j3#G<)CGC`h!RrgJWg#lAqX;XU+$_=uS_
zznvQeM1(9DIsYbrmywxzCa7SBGji1(xyoGh5e2-<4r&#t4R#qv8#YAVkMz4l!_e?)
z7*vF>KZHjwaR;8pz|bH|Xf+xWbJPL+6fn&W*yE!4kiZHj!0`r-#w!|P)S5A8kg#A9
z8DEbr_^ASXgWRXYdFY|T_fzp$U+7NSqB$(OLRRTMI5Bejaj!F-c&@!S;ie2PtVGF4
z4Q_(+JI?c11Y-Os5Q`Q$j_vpCTjgvA-tpT$3HVt-Jt-@F;}YZK!Kb+nX=-JsLfk?o
zCQJLMn!h{H3(DSoPNUWs0IS*XFe(MQZgaMip|QwFt+c2n6BKF(l#X<NMvLQW@6}5A
zG<m+*?ZROkD}bbO5226Ew;(-O_d8U$tLT^H4>K1<j@u8f1$r8fmUZ<A-lcR7trmHo
zNP1yDj2=NSEORxR!8C&<PHTj)<xhnltqNE3Z@su!q+M057U2i#qr`9Yr5=~cMYwtJ
z65$PMovwd!Uc53@jzqQq(U%;u`A+Bew!i-!8|!Onc(|F*#j*Lx$v1Q=>W}Br%q`7-
zqu(3qZ2B6S{05q{{5LCd!m*v7jxea~fdcyMM4SBblEuaI-WE>ZDwU-~o@?H?qTK5_
zXrh$Defb(SmKQ+5!}<&+2^&hY2XC-6t_CXg!7JW+Up8R@Z6U#;zyF9nJ9CE~^VlGx
z29Lc5jID)lt}T#P8^t53Q1^!P{`e?T-M193OL9YaV0=GpM=<o$IN>;FdHce!o!WTa
zy$bySg+f$7EXyHOfaFY4BPZ<I(L@E^bkpK&MJI-Y2`W3t{m|W-LZt}{t!`co0e$tJ
zHXyZB)_7r}*aa3Z$=Na_$S9zG7-@zXq0gK&)BD2nnQt?0gfuveWF^ypTpyXUus7n}
z<MH%uB<qz3#Jay_F8ppL>mS}FPZQKMD9&M>Fe|9fNMjDFdnw)iB%P5qA$_?M6YTLo
zOPQZr{w^g(hJh2sf&5Pop##hbz#(O(#NF=3qUbKFTkz04_9w@R+=e5_EAHp>Mk6%t
zFI2sGB-<<dsyr{OlvN726T+s3LMmOhZ;RnhKMML8o!>uSr<n?%^vm8y+uw_gIyI~P
z%}d@brd%~aisufAiCiyvN}xe!NMZj7Vpnez8)II)#3p{krhjyLlY|9lR%5@uMYDyG
zQ)><OF$?&sndu~`{h*pX0sc_$tO{=Q3h3s3gn*fkzbFAN&Tg(1(~#sa%Y2%fU087r
zi9nO0IlOmJUpeS{muPtF6=XDXR9{=9o=_gvx2p07zeSVty}x&eF=$)+roU8ZkS*RQ
z_Rje4kRLSYE_?vAKcFDDilo>}cj=|QVQ#xt6zymA`wq*UbL<>s{1>b*cWn^2zpq3O
z988OJRdpuC$Z~%r<O*8eu98C*xNqaHMyb*CplC{|m1%emwt#}0{2?J|SL&SqW(|1%
zFiGYe_=EWHp(_zENs2_y5;|HCYK)nMabBK)08vh>k@L#C51bj1Qfg}8H+h$d@ny+O
zbqJd>Hf({viZ+d@2VN6R1?po5D%g3ChmJ$U10$<<nY)JiKDoS$z3-NA1eL%=(&D^U
zk$&Hn7M{BHz#BAZE@8K)qbI*|51=i;;Aa_V%{t#(5nFw2pF^axw83vbKe`;a)+G`j
z8ObBm9(05AkK@@-O~LM0^+J6f+B><ewbW!EoA%#jzI2SMoPg-vI6Ce<z+rtASN#=M
zs(PnfGw^hx7|q~`VBhhxcTw0#drHi{&jONlI99-$%TuIjg2)j&y0)LmGLBi6h=5m$
zzYLdL();;#S!>j8=$xAws)Yj0uQvSmd8bd8r@!GB)uG$*S_HYNf(ESqz7jKjbb>ct
zm5xj9LU6f|Zbn#EwxhJ@bI9F(yl?;VCUWkJSvM_dP?<sOt{v{Ko$fXYrFR0%+4l~G
zA0rBFeE=|wMn{_{;fK(+l$W`9ELkI~DffHc<#*gNynR?EhVvaa4=?s->!%nvPx=oz
zh<maBEIfc7GXUe{;B)oAo|iOSfgJ+Fg(w6;(P(1$;_H`Dg=3eCdw9d3jOy>$m46?l
z-?*y2#}@Q^CIS(+48lNl#36GSqo}nV^KH9lwQdKl4Q_|sYDZr0I489FaA!m>0C&VQ
zbO0aMDuK4^JYr&?D3;N5(0Q<>HV1?a=y3Gr#SGh#&Wnum3_?CO+zX>Cg?~*)JTXlx
zIcO^CLc_M&ReP{%XVd4BC8Qb>5@J5&7RmF%(i>el*IY(elD}AX-xWBM+h9?=hU~NG
zKjp^j-_X|Cb50GVCNI(OsopF2DBkX;n~!bvBd0-}e~HR;(;oTnTR|VEuZ+#T)PFOy
z-Qz#4H1hs3a{BoA_z$)veD7+TIQ`!rEym8~1|t-{x5)@k-9yh{571~#GvhU~uqEyf
z<ETA|v3wN7IHqr4!w(Jt&g$@6lMOcXVA}`y_0Q25Bbc%J@850OM*q*&mSD<!2CzD}
zmA*P!RAMu5@gjD8|AWC;%cf3i(6<CfQEu;B!%a^l-1Pc#wePRKH|6_d{M5tUyW*3l
zoKjg|pQ33`cdGgKgv8#&`0p^Ts~p^>T-GJ;!Pg<+6{X|=vAEfnCrB^fZufKSDspZs
za&M_}amm5q?_mcOoCgLhJhS$Ee>t2E%2V4O5Vk+0?v@+SNH)l_(p0w6R4$Krjt{9E
zAQ;FF@oRXs^gZEwHwJ~UL@<L8;Lj*_0{|RLnlI))Wo~1!Ld~hM=nE$>w<(MdNDkfP
zah8hH6RHU-yKAYNea6RJ*cO%-FQMh1k=xMYqQM#uW3gF!wY2m~z*1u$w1~GvrS(D2
zX0!>ab1BgZl=_dAPJDvlBBKGdi(M`XNkDf?zekx+yNmL$KqdF0v;0Gv(7?r*q0fZE
z6Sk8=93lu}iGh0`K1&+y7o|)#P+5s0HIt9tRh*Gypa}34Wc&?62Vl&P`T<ybKp<ll
z+3!EnsnAO(xoGFQdOk(P@yHWX>e}q~l8Tuk4tiNE3NUGYjwn>6p0jwQ4uTrFgyY|V
zfB7<Ef?zlcdify1RJagGkFA45!)Juos|%Rp)E1BqV#8=mDWnswf)cZRw1oQ(6`=!t
z_&ALt1xu(Bi~`dLRA>i08B^fvyv2Q2FN2o$={19pN*FpB3W^6OeqghW6&C&*DHiq~
zi(&?ofr9uy<{}x<@FlLX&s}9Q>#k>~`ai8OSIK;BF8(15{rnBnm{qMYiy<+ZnA+-e
zJ-Jl*woWo<t562dISJWfKAJ&Q7h0*b*YQUr-Q`>?n!oHp%rgOL&)94*5CsXe!|z}b
zax<`Q(2|3*B+yASQHO4W%bENnNQM1xOEu_)kZt4(35H&cHe=}PTVUJv{8<6IWt~UB
zRM&9e+NIGl;oD6QZ2J>kY87Kgl{_nM{Ya#{M1)Hm#+9xMtI^&_x}N7J!hb6MEG*6{
ziMWwXyW#O;WUk{wCs~}Y`1z>;m8*7^`Bk5AvvE4{$XMjd3!A%b34+-Y5%pi5jP?im
zKlI57@|kZ76&0LvY$b0_!~~5h)mJ~5p1QHKS@t3n`)d*qPA&oypYn)aw@JG*8>4OV
zHi8!CE;P+|j|}VZ#Xc0d-TJO7%*^zP{S$ptYuF*wMpo6{a~EFhK*v|f2b}%giXx)}
z->o1EB7lf}I|PD#OPT?C@;2&IENBM_b8~jI?&6L1w#>isu?35G_^DZGI<eE6ya*Fj
z8@D-uE$0p;{d>@=!no)Ag<#G~^q6IXW^q1=#T~$3s7q<U+wL_li-cWogpM*?u&k+x
z5$vpXQC&b>3hZ<dMplUsf|#l<zI;{J4zGIZ%d#pJu6@&uz-O+a;J4jMiOY|zVr~S_
z+OiMdTQ9Ei5DcT>fsz~n@oG-kG^|hm^9OnatwF3H(=ep>Nq5!YfBG=GLvzOl-&Nef
zX7V^D7Th*y3zED+=n)iQV6>r62|&AeA(n)E0$fkyW4zJ6?%KL|NtEu4-wIm%sprMK
zACFIYc2q@G$(qZ)iiO3m4rJ8ke_K7DI-<@P`U8_vJO5boDifm;poKJ&9qcaz7~SZd
zOP}~1vgmY=-@>F%h$m}YOu+oupvuQmHyRzx{H}>wR8NsPcXUdd+HsEBasII5Jf&m&
zsAHUJs2Kjnt68e*tE5+RoA<?b?~D50lLlT6_)m`DGA6WkB^m1P8HH4GSY*GSJ9$mU
zpWq_!4i>5wk5t>oWm?42^%Ux!E38XfE^%81AYwC-(L_F&;{6WzXnD4Son6y53j!?T
zL~!&J)e7J~#Q;4#O(S-lygB!zJB9#*UA++M6Kd?Vid<(x552*wjVnKZYQUp)<nqB)
zc~$FqzszJcjZyEzNMwMhaak67uq+lk3m-xI_Q2zjlW!d_zL5{bP$MZ4*>h0%*?mdk
zPgNc>RjNcxI~;=wph2`)@MUpSK_v#xq6t+hamtt_h7Eqq?`FsxOIY9#izw7$M16y6
zz<^3xa|apK#*RNnLvXgMnh?QzKr@)hYLp28GK*l81l+5Q1-+_|#SJD6^|i`z#qtON
zqhY-9iIq9ueZ7GdNN^<@u2Xm9oAl>HAqL_)+arXC6v!5wYgk*%ETtB(jr3(^&Bs0)
z&3rKp@Ex}ju<nE1Kco?9K%%IGl)rXE=RIAp{vcY7%0z{SSW-^{MV3eC6!?zW6{1au
zkvhBCGQW+IT$$ai;mXp|kdq0K<2N<E?k`rBe=ck?kKL5_`q$&R*85=U<@9IOh7hd&
zPh3tcWVZGQ|M387y}lzqwRU@wqflc%WCiJrfm5L84xzMP->7locDIm!F;)BTo#}0H
zwRZw1b|+4b!yhQZcN^O(+Bu#>3k40~Ry7&ZgJv6bXIE%(5nGV;>KU7nfSOt<6s0@J
zmSjdc-QDFIjdVEwZ!2SRW0@<WG>)XrvN57c*Q0Un&ik_N>4o)RO&B?3s2Z;m4Nv-Z
z{k|c~^l{%YK6(f4RwaskO%=TDZE(>(HrRJZ)tR03DZzb?W|05PzrSGFNsZzB-~=n3
z*mq{U?@V`}{yn$Z`)-@wrDV0NrWY$zC?6RvL+-pQ@3H^vw7|PS4v&nx1K^aCOv^yo
zm;Vgx)9gd%L}3ZS!em2z!68||Ca&Hk3M_35K{(2^b8FKgXGG?U*($%ZJS-*xgXSxC
zZ+sj&gwz;J8y<Xe{rsGiV#YTrw7EevY+LqR`qfx5!)Xp#Io5e(^51(>89Cp_VVq}Z
zZ-B4x!aSy3O&i^baHhoX(QN2kbpv+lQ;}HU_->R{(}S^ey`u@l0l**_wo>73ipD;_
zR|H8=A>0-;AL~LgSbwfTNM`#f5m`Y3LNuQKdFxU5`U832W((eR>5Qu@8NTG^hCvlL
zF-!ei?2<X-$_K-ynHI4(h|%!+GBNT(m0f)u<IHsEZ-8KRF3KvZtt$z#HVlY(sORZ_
zR3oo`v%+?4teLU9wNqC<gWad>eO!(NqMbMQoTi%(dz+r4XE#1F!j9*BRA14L|7Kt>
zh91tSzB+#We2~#<qiUiPx5xnaCnw-ff`$fPI|5)<gN&_JD*CqW(NXVxY$$ad?c{R2
zvA5IO96~=B8>H{A{>8S0ZI6|}Bc6mE#6h)YrWy_pyE>Nvkk#NjNBk>Q*ZLc~G4v`a
zH0ageX}`Ni6VqJgb)R0;`Sm2T?3}-UMO58G|Id4#KxO57nzbR)CvrnN<%L<cdKyk|
z+3^hL7V;pV&jf@rSrKhB$j>Neu}hCp$?fF98%K*!Vm**PaqAlIs*T8!jrgXG@T|?r
zzfOEC=iv0c)3#ie!ziTlxdMrsQwY%!;HIl0GNYM)8GiiucI3u090tXtZ*2_KyI};i
zG5laIWo=YQr>b!nEauKGznYs*U-`@bZ<DE7?Ttg`?9<W0{p<qN$d@H132S!=e!8Wa
zV7poDBLuLD+hs{bJ@9#M0|Xbz51T_wF8aY)lv&c5#3gbRzZNPL^o7@N*D~!p4*=OT
z7+X0MxNXn@`27@uN!-LVY=IXkJPF7P&!0H=)Z5%uy=?3}WHUCI?#tRJ?G@<`QiGV{
zoas1@y9G*me657HumOGYwqErPv9Fc%N(F`;l0<ZiyFU`<ZW&z>w!Fg>fm*!p@fS|l
zYr^P~DY(yEVUp|2k^s5^xFJ<u4Lw-2GlI2<8%!-=-5^loFrw*<f-L}J@p$<Nw(-D{
zBZoe!8UIgui$>rQ5c&*45r&}635t%S3SLv|0UO`)T?d>uTv4PkcV$AhHbWm+TD}7+
zb|!cBK(z#pA}PcvdE(SLp2T*z1{j<N$riL(C<iu(fZ5taovl~}##xopX=#@vrJ^aI
zS1^QRKZlG1rW=33Jx&QphQA9#F+ftNGas;IzaDbHcff{tqxkvtFLnM;Q`ISP7o7yt
z;4Jj=7<#$1!ofCbaMkj4BaG4Ie#0}bQRj4Uu%8@&$vEhsZRGZRtAg1JyX^BNXIvu!
zN82Xyr1wI4MRsg71k2yi3-hVaMCALBag8@&JMoGAQi^rSpQ2+fTQW(+KF2?e{FAa!
zSoZc~T}s*1>GFrN3+UZ{NSWI87vrC+--djPF5Y-CD@Z~<(0U4HST;Se?f+i*D-xLv
zFS|W@v-Vw4*fl<2CjOjeNOh?nY9B{|-i2GLn_R9id3pQQ`R0rFE`^*KSx+2kxZ#ns
z`uV2Da)s#4#&9q1tM}Img{7Vjieex4EF|@|Ha0%!;<AXy@ee)z+9bL>GgCvRcNraM
zDK*wb3^&&%ZI;{l`s~r5AD7V%I{#)%8{nr|qNs5%IZ7OIXF{HgMz>$T6qxGyN3G`Z
zweY_SZ$6FIQ0BTx3rw#OHh}WtmkXvrv~{A8mDQ$nQQowYY%C=sclYg*Q`i>#UEM&?
zhNd0Y2->;nwW^69hBwlabWIYZ;TYkV?L36GB%sbTM*Z7PI;i)spYeUb9NtLr4<Q#+
zt1+Dz(otSeuBJgBE988OtZP5<+VXS`3*Byx18dDAaVRfzmo1itPw=&5NeGHO+ibE8
zd9F_gub)t5u0C6TIEM^~P|&pbhpAjh!kTQx>A;Y0V0uhKLV*NLa80HCi_i8iIDhq@
zuyeJ&;M=ViHn=dHx(z3{1cPxTob`{#>bC$bQ<N#A0D2XkzIYMPa=?s8Pt*Vy#!Q0d
zJS$v7qG&Ei3iRW;_&1vF>mSDwzvAw!!ewj4dW0S;`SkUqKmB=64g7ZJF4qn`PUQT-
zEG*eHG#)!XeKEouID*$a*J8^)J#@6Xg)S+$bIZ-e*lM(UWg**l4oNde3X9rC(TG#3
zzdB`mdM->4D~=M?Cy46brxm{saKt(=1;=B^Bw@D=(1`~d;tw_i?raEnZHU}m<fQ1`
zW6Mxo4+pT*#C4ayDs{eD5)r=XJz_;xp~5y_eIr@&3D8*s67rp;UueSQbTTiDTOYwP
z3%jnig5r$Hsy^2VKU;qD>_gix4@YZO9BY8(X$4H@3c^qnP`0<TbUp0pB|tnX%731Z
zPi@XXE}-3kfJ<0?Z`q?LOV|*1%?Lq!-Jx>bF={;z5Bnd{()Io_2NgzbIB&De#aV^|
zVG<5fVl1<8uWgpzFw&xd*faRntCp=-5%I{c9b^b+t213ftzXd01ZAzgAN4Zn*(L`?
zLJdCvsB;*i0gS+kLi~<p7eDd+e|WJ6fV(Jt4xEmAZ=9q!nhA%X#Qkt4!1WoJ_Xf_k
zkDP6<IlJ>rCfdS45hym^dcIF4`lvT6{G2+BG=hv%2bm)ALHFrL_&%HyO_O90V1`fp
zMWhkA0Cluvi9!hHwx3ahfvr%!bQV(FZt|?KaAl-s0TxAZiF$?2F}&n#(W6X~M3oB6
z!;-r+ZzzkF{;9L(n!0^1;68Pz{72!G(S{DyyZLun_+RDF>n{$Z&u*rAk0Y-^Tch?r
zC>&6;H}>TI2FkAocK@p~Vhnjd`wip{(l(5@k?#R0fESPu>XvX{R*wGxF884eQ{t>q
z%pyjFlR_<9dV66k_b*W#Yy}?g28hoce5$^^tI}Gv0>+ZRVk5_-<pKHJJr~+iHO{E#
z+FGh#sR~cedh>7XXL<BIf0)>DD-qr(gY8WTl_qCMN9zO#V<!t(15Y83L%1F=oM`QW
z3>2Lsj?usKi~|c}I14oOC@lqT!3|P|&^6p!OyJ=&9r+`wd+=Ej(n5I{opbB`<$j1o
z|FOl1X&FB_U+%|*5rC1Fqtc*c_)r4=AL^yP>{I@}YScF9p>RZ6j$DBp4n-$AtRO3&
zm2Myj>dqYY{1;(1>1XS7Bb=R(uHNC2ij-p7{W)Zf=;WP!%skLF0cWk1R!D`vZo)=p
zU^3)L*^cOF%+Nit>F<uG)SP1?Rz}XPoWfORNv3$XWIP$_eb-<1`UI+FDT4xS_B5D5
zSHfWWDBTHkSlBj%6o;<IIzQ1v+3%i)ynwoR96{@uI1%wqJ!lgNH|QOJ#>nAeFsZ9z
zbTPTPJ$ky`i$Zi%R-2<qw3_DGOH3f3p?Rjjzhq{A;YQ^7bMj@4rRA<+%b%q`Ha^~c
zrTuvGFsmsQ`4s?3-?UV*PmWeqE1YP%bAM9@#j)_c-Qm|rH03X``Ss=$l?sS)=&y{_
zI5?fU0%RSFPagd_Zo)PPEvp9kFannMQ-L4B{{~+Fn>yYB{t@AuI+~ig$=F?(b$X=>
zm=u4{x9W!Pj`<+zv<>`g<jm3E*?ja&>t6fR+CLx1kkI3~HO1xI4i}GiC%3+pr0Qxv
zqD)so##%RZ>U_quLceTIHAH+{%6fTI)waR?kS5Gmd|5;{!g_w_%lFvWH{VOw-+bQ9
zd-HCWHvVqCdpvn4z6M3P^2oVVK}|<ZP2Do<1ADhM(UNn<E9>f&f}n`BAeZ>7ra3-#
z(b#*|n7{zc<>XS8n>UajAH=smNapZLzOL29qS?jr78}o2p2Sv~Vl~DT8sAZxU}Ye{
zoZS8%UnsQYqFGf~fch@=3&DI1Ku_T2GsikV!W^%E&5eqGRGSp=g)8WDtWrE88j-D+
z19K^tWNsU@T6I;~vdVc<fK?03(9dl!m9{;jlxGSu@{KCdXI+e0z-*Q|>Mo^Goi}~%
z&HAw2<Bs70+Hw94v>JH!ZQ5xDDnl|N&GhR%E7fzEeHra=ul?vD3Ey4|<Fo*nfPfxY
zQqI+xIjS8l5{(klCnCUwFg1C|tM`gXQf+j*>I$8$3Ud!P)E1SUT?_QAmrxoj`l9He
z=Uvv&X`nb&-er#Z4&{od99ggdj`E;*G{;3;Wz4WpKpRWalL8!^ANU+DuI9&(hL4<9
z>0qE9MLWjh9py6Pv6WCT5O+0XAKC%W!vZBo8+<wvOOO{j&IDR-d|3RWM~RDx*AXbB
zn8y+%3n+^h9ik~XbDZy$ZQ#{m=4O;Gh8hH!bD-0%0V`z+qEK*9Fe$N=tv-oP<e=e2
zA3)7eKsfAoW_}Qz*sIz8^W0Rs{8amCymfJjl=T<EEx7Io8gOeUvimAt54{;1JQjPT
zdFjKgxu^-gs5t4Erxt9Y{YP<M>p#RKsGC{2Jueyj_}#(w?H17P7B&Yc_h1XYfEL@k
z6P4d8)IBYoINSK(PtK}0N$ir1&q>GHd;Ctmb*#ytxwx&prt>0zRcfP)7AIhJOCI5v
zajR(vt?_T&ed2WCqa#Xend@3z@`pbc8?z~K6M<3>ZgPFRJ$$?NYqQ7$J9~g?9$D%y
zEv8GHbh~X4CrNQ}yK&fO_P)k0%cJ_^kENR>s_%Opexy~G*7~-`Z*R;$2ra3J&<P#s
ziQyYied))t*#60W&1I<*z)DLq5L)FUBK|T5(#v7jd43Kmntjo>l|rA0fsd+$)w>bj
zYVIJ*ULC-!P&fNp>bztY(2>~si>*5&eOu5A#*b6H?Z$5Ev=-ODReO6*`iq>TcF)X(
z@y_9&qwHO7>I}?_!lB=H8K8;{Bmix9;9a~Q9-AijpStuSDi7)=9t#s_0Uod-Z$-co
z?gyS)$LI+(=V@_^6`cEln8-}>gWV(n&Wkp6MgzQ%!>O!tPCa^IsCc)C<oVzYl!~zS
z$-*5uhSD+1mqlbcCO(3FLJ4Q6v(gQH@?4&U?I~eM79r+0)Dwo7UUcg2i{=_hOJk`w
zH|tgyy8bLH>UY#dI?@++ER0j9(VTc$o196X#V9(GHj!)BcQ1NgVQKmr()D)OER36t
zv7?>i_{<yltgu=<-46}Z8w5_f$={{KVKD9);^Ecb2Ivb67Py2DiXB`FkzYctOyz6K
zKr$q|4+{P&pNCq-BMVS0QTF(0{3Q&TUTE{`H?*i5kU8&VafNs3R-_-Ve#c*{1*Qj|
zzT?u#RzEZxru;18yL#h_uH96~*DpKnQ<?31`A4EXu;k(d$NrNShS14>Mzo(ePLXf?
z@;2`kSrWK;c~Ie1PM(f}Op)fr@+&9pp3?R5*Lc!qS6|L8WRXb1p8v#)0+K8nV-%-c
zz8d9lxkC>u6%P=Kb<T3;V<;s-x!NNC0%;;#K#kfq@NKfo++|Us&NoBefeCHGgVr{A
zw{OLkc``FO)1l2zJbDSI?79sRpg<GEdXohzP__tWX~dNk<R?cZF9+poy7l%3@>AZK
z;_td0ZKYr#q+`fkJ%S-;a%?3S4B|l)NL}>W_?pSB`}pZ09oHL$;UF&Hbxy+x;*}0~
zF$a7I;0VyiBlCFB<ABTu0r>T8$dwk<EIfxwf<S;rR!0b>%OK=XA_BEtII|E(uqMDG
zk}>X4C~a=NEyy7h8yJhVlmXav3MLrB8&6lzusNx~8KPFh*#j4%7bqibNsyFqlFtV$
ztndzSJy8)bWvgdzn8C`-0t2nU#H)w^?ty+2V5fw^&VUVi(T1I4hQnkiC?fu9X-Nz_
zcvN<zvt#U1d-kKWS;FO(0)W|Ca&lhBe+e7%IvY=mTVU<O4jE#6=@M_1b*gm$XU<0#
zf_NmxdE0>X5a?=Sk0GKF&x|vWG7HNFflN5mj_Uc({^vjY$+#_Aflq5zxIfYR>!k~R
z^V!4k##(Xdm$Iyl3ktED3Z65LlPx6$WwIr;T5lUvYdw6d=3DAx!><J%>3i;fP&_!y
zIta<$Z4@ZPS}tu?4V+y;)<67k#q-7|Hbt-A2SKh>R-HO6mjk=|gU2%`R{~?cp&T~r
zG?gA(ufw3fc22B2+_#B}J<`pOqv#xj`mMO^Vy}>|HS$rmTgWGbaR_f??o91M|C-i)
zN4gj72?tq#S=Kn1WmOd()`o4K7YiP2<9MmUQBDB8){S4g%!nqv039TYlD2kD(oL#d
zUDf7onxjwo2G`W{oPc!5!?et$A*ulnV?<Y!;ePKrp@7F2!~us7s5cyaeDwo9)j*0{
zlZr85gi^w326N)3R&^R5?9=P*)5oPvC#6ltO&`Ra5;qrV%^x}Yf`K{4d-SpXT-hrg
z_PqRdH0M&;*%XI+ybV82`Nf!a_+`Z3li@Khw2;ci<QgfRO|oUaC(<%>$_r<@0?tUI
z$`Ji8<Ck(i+&3Rlmo61{E3N1Q7w51BykNCB!?vQf_1bwIJur^_RK;+YYJGO8MJhQg
zRyf4-2oP>qpEC+9)Nd9GDe|Rw^Cf%FC6~Ru{0YU7Xd6j9j6+;cLS5g%0PGyQ6JNvg
zgvlwxr8`Q2XR^md&1;VF^0ec0jd|y<QSuS~PT-l}%Sj~Y09p<JXhM2+IYROl$qOPh
zChS$x4k$K<2do!`8qyb1GN9;L@TUREI@5H}v?>KLWzGJqwW#tGmzRd?);i9K;>(Cs
zRo<5^a5@xxrN{7yXN0Bn)$c+aNY^in&ouXJ`9`xUb9KV+&~dG5YGl2Vj+U2b_k99<
zfYkC&m0LVO{MR<zjdndCbZxSF#k9Z&IepUUyiLV>EP}g@3G4#ilNC#C6D;R(QC~l#
z7ExwX*O38e?$ZheV5HiPo^2ZqdN`Z7o_OTz!kP$(P6<`R-?I26Q5JwI#T?y``=PDR
z`sqE^c0i}a0GU}8L?Ti(B_$;pWg>D6(RlvplUH88qg315ZNH@0FR6JKLWjR7H?`^p
zY_Bdh!T&V}Z>=8%RWJ^h76&U{F&2MkAOXO+NzB(e`1iFT=&0$B*33-(K7Aq!S?+X1
zUD|7%{<<~xatzz@=vZ~EoF2UR<H%fa#!;JbNNcbW9B6F}p8X}A#`%2Op?O<ib>df@
zRs}X_c@%ztJ3mR~dH8QiCU9*qsPG{@c)2ST@R|9pO&n;Ie{FsIcj_01Peop+KXrZ0
z{Qhmn^T+G71nB*ihDY1vn72n)#3pz4UU`Sxk9j#&2XDN|O}c+2?{vsQ$LW5lxSMqv
z&wq`c$h_euka_C<85SPiS3F`b*iP{0@d&}}5FVhGzw~Kg&}}>1?FKzvmckb4S^DBN
zP}XqiY7XJWIANlma2OnD5Y;FzAyj%=H)jW~7dRY`e1OpfY(AnX{-;Ie+eP@=Uh+zb
z@V2eZwUxT+E5LAaocp~uLhrK#-=#E_P#bwzW`&j?BG=sF_)a7A36`9mkqAArB#fvL
z6K7{-8b!{cc|k_piZ3Xk>SJ!z#|~@Thr9?Lw@s^rIEy*?=lUUqQH1U6>g{XYxbtKR
z=ooTJ-<=9QmrOwH!7KSbYn{8wqv0>dECOgh9K~s;vv6t<6V{|i%xh;4+)uerN`aTI
zAvjz*?}Ax)Z)UF`nUBWq!L9WWPxPc@f*FJb$X9`ob0Q-{4CT*I7rR@Bc1-*r2H`vW
zX)ZqtuUI*uZXOTlRE)ONN@#sirxi+rPGrTSyu6*;ViL_m5pz&m?o)J}eGd&X2ep#O
z0TX#(&?8Hib5Vf7O%LGTGBGd|vuHH%RB~XCmSGT67SSu+adP)%Ti&=>u*$0d)A-PD
zLifMf3d*U#qAZ$#rXKtZ{)QsK<1dlNt5c~BCLTe>QgB<`fTe5>s>=c%`zb6et|ISn
zjpNzU-*oOaVsDB&G(Hj~j{q~$dT4mp#yA7kY}evASAjkF^gxKN3bm!2rKQ}6zA3Gc
zx{az>wVXNZj$9H74AlqrwDR=0ytQio_Rh$eZg6w=-Q+j`Z+<3a+|MfNFYB|l%x|t&
z5!^=JJS!N5wf)H|rEK=-9Sdheq=%rC0*dUi_TJ1H4p`;ah3u>S9hA#X&SNf&Y%=Yr
zec|R<Xs<tXoEL4B(b#0AsZ|Nn477IO1pxTgBO8o$WILYhzaXozAv9ATp7#YSbeYyZ
zRJ!P$)%zz0Ydc|8RsSJC&tQ0Rg7#Yk$OPj$gH-ql(2}(FPpiqle+m10o>>}mQz;$1
zHJVpfTIM_7y?v5zl?g5ON@sQC%~KA=;@kG>JNvN>r^qhE<IA>icW(!Z@6R{JFS9RB
z)bGy57Qx4qBkCUxzpdp!RydM#5U`vm5Pfz({jZjQMT3UVc8~Bp+(Nv{KVauY_V<Px
zG4ne=U!=RTx8r$_zeeSqyy#VP4DpPe!&(8#l~@Ew)3EIbdXmNz)JlO~M)UtvFDT*6
z780pw>uS6bm)RTUjDw%|zP@D)1)NqNcnVkowD|a7thcH@Et~s`b54l_m*Xx~kAGa-
zuv=d6y>EcWFd0>5g=yLO$hKAYtBQ`R|NaBrOq^N1Uxhl9Co6$8quz%N?ZFLYIFmsE
zXa{<XHW?EG!G2r@I{o<L`5;2py3@DG)^9ws@Xsr)Nr9;jl(!TAwgnmFgbM$5Ddk<@
zq33z{2&O+s@QfR5Lz~FsOjuW$jMzH3t53bpw;e&lqLkc)Vs6qQ(g;I6z~$fHnpS-9
z{mlPFg2BxSgWIo-w{&k%apYBlsuZV^n(z$GZ9`)H_0E$e-%o?*f-f&?1zv9{f9+RL
z<?r-!VY=9~>E(sTXH#b;43FF6Z~WRY?-gA>ar5e+N^VZNy29C7P01ErxzAu4zV7_D
zDfG!UVB}>S6ycjv8OT-}i2E%dF<MT%S?(^b<nT*C#S$klfD^c4si5?Yi31AQ)0ZNV
zUd<;)U-_8_<pSEj$-OJQAKo(4@Ex!C5203OxrXxdmmJ+;(VXOBo#bXhRF9w#oiGbM
z4aV^xvak3Jpwq^oS9Hfi#xalB!S5k}Rqh2DT8Jh56*_gY?YhT5E;{Ikc;=H%X?+AE
zk^)jkz7J!fMbe3yIhQbU`KLMB281`k5wNPD!XCH_cloRcjTGyu$^_WaNhct5V!Pl1
zM41~+kqxFoB20F<O}4pB_SsBueNcd|U)Q_dfks7>#v!c*e00n)04WKG_j!aNvD#o<
z7-<W#$Q4V508|pY0Rtg6P^4qX9|toJrN=zQ7G$V0Qwl9lSi#uAY=EbM5<|yv0c;=P
z4zlCez=4aiGSXDw30~RvD@!FbCqxfe%|r*?WH-~MfyIn8Yy#*;`c~n0&SV2Yb38(S
z%l?v(H85a?;uJ#T|H5R3IwJv=^gNXbP<V%N7nNygPHH^I2I8bRHoJ2tb8Y#m{bcSf
zK3;0$PoB$-xwm6hDv<R{xx(Gn@%Pul&w>8;{(MQ?&%d|PWH!;nF|oh!W%uscgJR7+
zX|2r^pK(#gI;~G`6^#!nu;+Z0$nZ3Cpx;eQR*~;(1pu#AQ;|mwgAhohJSCHu+wLzS
zYv7kkQvP5s*xsK9{qrkH3QUVRsRIB>$2}|)S+4aSgChVSwA@9GF{tQom~3>#0`$qP
zL#*fPg=@hQ#19CcE&tcU&Vy7Ex0f&ajASVh^A6vgjeJaiIQq@W-naDGPr_2t8K~_G
z#*DflXa&`ghPS(;MS+^~rXnBbO0R1q&47$(faS&a;|B5#5&cO$<*<hC^4XMN$j9Jz
zWo*43MGMLQOwR1d!^TU~C3pdb{YFm0z4r-5l?g^^2_XduZ8L_Ou962D*$txRM6~wm
zA+*ocm;vO9kf51x+5*@%E$0pe=rDLeE)O`@alEiOfZ}7fgI<gvPz5bC5iF<4pKn7P
zOTs?|KCdOY+=6DVYpEpaxWBYtd(XNLXzA|qFkn|n{3O41!b4nrL6OJjovFvR&Qwv!
zxYO=`oL3qqWqW4@wyBAS(DC&3XtbKkHhu|}>pa|S0!ts3L?HhnDgXAcmfMhxC!*#B
zYyF99_@sBtzHqi<NFI`&vgRNP?9S2l$-`29^+T-0%ITFms)j>R;y8*BqrjgC=)@$%
zi{5#Bws0=N$u3#Px7BCMMuoFJ?GEuhhd7#37>sp^b4%~|@nhn5k0uI}pZ&tl{-<`x
zkD6Z}&u*?=@H-sI`cu~uP9tyZl%V~#XOE9B`1s5O2hOkVh}t+!)*miSEY>|&ZD|Ss
zy>GwzT-C*~kuo2%GxJ(!XLF>-=3A-`V`-(%`02&-Pj-j3i~-=bzp#){QgT)2g8w1)
zx4P=U>(G$DZEL-PGY&13!!t?_!R@Pae-s60^c-8rn?I;Qf`iTHuuFT?pYN_T>ta{?
zV}2r_TN|A};i`F!{+k`Ye$F_Ye@yNpzVdkzBsSjSa&Wl#(x%U;*7xv@U54A`lj`^8
zh912YjpHiw@=_>$-y^SdwO7T|LOJ<zcT#c>TT(YC_kg8=ShQ2)ciHP387CKB3a;7+
zZ94G^TZ){p6fY}{zjmXOb+m(JR00R<O8np2y?1)`&^_=Zv#ue_=p|Ntc4j35Nkdl$
zcfPqe@=^!P60x`CQd?E{ON~Ry%2A|Pfpe?(y6Y(O({>EYEIZ%n^sjlm7kTtM5HKDb
zdz(VXfMoZj!q4ffwmH-nFGG4S<1qEP!cDovvVv1G4|%T#$!7}l!rq`v+#yfP3s@?N
zf|97Ai)5pAB!A_!ps{l|5wM0~BvEP%5XUwWaZL_o3I1kFW-;Zcx1fL;VdoR@htS-S
z6h&YLUNTK(NM1-S70(OvR8)i0Eu*0XFfUA`8?$VQU@#5d$>qJvXk^xhqSJUpO_X*M
zW%T2x{nBxZ=Pak0+EoD;C-CgCAfk8>$)@faEFEU!wp4IL<vm~-9Yo2$bGiVdw>ys<
z89|Sew3AWxKxZ?IjvkU^21}uAPqXkW0p+xbD`<f&+OeLGzc&g+*HdKCpGVe92%e`)
z+yZ6~qMYRsl}z*MdBV5?D*P@fM*Xg?8kNL$O}5;$hIvPoSI1dYC}lPWcs52uFXKpT
z%zf3QW4tr29>y6)_8t9T4HqQCJzgO|fUf)8KD+LMzzxJ*z&HPb28g=iSAM@5XqZ+Z
zA=$$mIF2V1kEhIUyvov>u5}Tj4~d9sXq*lR_7jQ*BE=B8XLas`xs7zJ=L~$UuP|Zm
z$lI==-pEbz^v~8@D05eE_+<sSM%$2p5C-dkqmY+uypi_Jt`7YJTeVFxBY}Y<|2ExG
zzv@N(#0zB7RtZf_7hW{Vo(;r@<&1zSdQG>2uC{?`Lz-1~E66V?A7{>gdDuJN*zfv4
zE9HZI>W*ruP0fum_X^^JkGDo|HN0!^axvKY+6X4Y)gRGW{wL>5VyXlqkr>^+4?TG{
zFKY{QLm#;ge9r#*%OL4&veF;j7PqVScZj*|sj5Oj52=}oA4_H&&_|mxIghJI#HAQp
zPP9@mFfBj-<{JRRrfb%L9eI06$TIug;HfvVYXZ7<>VVGyaL!~8f*HQy#LT1}nb$eG
z4;k-fFI>_rdr+R^n2T1?s+Ev$L|NpM);>J`d{9|s4FE6-LqQ0q*V=OVEy08ij72p(
zv(Sx30Jp`Z###6r9rsShy$D0QO@;GItY8nYzMhmXO};oV#9(GbJP#ZBu;t1qX#e2R
z;5$xTg#~6YHqz4+Y1y=MJdj<LEmG$LwfC6agyT<QeY#sY4F}vD>nC{_gnrQM^hvMS
z1}@2Os{8t}G)SG+XT>U6ZeK9=poGLW=Ff4_oB~|01JlG7v8E&<&)3HV9A4_PUD{?4
zx^CoEWHc6m2%yj0Y4w_YjsPsrvwRE~jfZA{{yZnB!%P8jJi|vmwxklK%+goP$v?G7
zD*f2V1*i&xs0O$ZB&rAV3^BI%_9mA18w59ZRHu-)Lev^Jeed)RC(nM{>B>`h;mdx>
z+4_nuks60jxxTLzxUYG2_2H}f>Jab_d{64;FQARHR+nnJYh|{%Qa^Hb7k&*mrp=J*
zDVkM&Gw=G;TM&9&JMPv67W)fCFAh1*5GJzo=DRaN>}o+BR@#)8KfzSzf4yXUO3CDR
zgG+75cYa(EY8m6E8bz6Am1;2kL>4-ZRo8MKc)kgUMz};`Nc^1P|C_iTr_GY&m5Na?
z9KhYhqSJt3KL(M##JQemW?xiN)?D{vcx<4@=`VkQ{2d8H8YCgy*Ow#KFMtEs(q>%j
zjG!XC;M*V$vcY@2c@EyZUP=aSsNHCEUhf$hDwrx{HC%rCG%z212YFF#AC!T-$b<f0
zcLYoTiAargTyk?k54_F(A%!IuD?x^zqDi2HmYnVm=L#~T7fRbXZ@fCMq$;QMTEH|I
zA&q!1B@_XZqJVxIuvyF5aOxw#5-%7`zq$F*X=LdCeqDE-_|)&%_>YMTZAjoNk~z-o
z0B*O+f-DB69m)AW9p_LO7WodgAxVXcg_4d9EW$23-0{}8a+Kt!02s?k^!kq%RzF{S
zz?$?HFu&1p%wV9Fklp;8rx^u!<oS4PPB%4<E%!IynM#ZvhP@**ug!xhU7e&LkU65H
z{L$WSxTgF~h^x_BcH)<fd)^n!CxQgO1TKGB?|HCk>a%L@G4XP!Qmgo(PjLS<Y7Y6;
zJaj7YNgn(D_~J%Y&$M^$ucGd8>C4D&^vc0)qcQgke8f>1a-{KOfTG<IQ^2jdWAW6R
zJ2uM+km*H{mDk_VVM9GUS8)i9W7EMcb@K>{)-F8CPGKQRc-QFT&RfHBm-?H573cH&
zN#&2}5M3jN-IG5n4j&=Yzd}xIH3fS)Z6o)?0emq<F{k4<eH6Tnx0<L>6e6LipSP)x
zS1!VtPE?9$ip~V?<Y=_vF*}`z{NK|bX2x*7`#gb8Jo|fGU>iA?;vLLDJiNn3mtZF2
zt3nE@^zSJhsAq?Y_5wM0!shuYr_R$sz}}#@TI$zL`W9;5x%pkrRd~lr!=LWQA}G)a
zZu*eDn=I$vjL~Ryg%7QZ0=j*L-2V*Z2s${)*D{sN5k`S1#UDX4B>bA^L`Nre16v7a
zNW`#pR*RRBAq7PzjtX}4*212y|GPro6WeDI+Y~Yk>I56;reI0_q7hVmblGDj(Khvh
zo&6Z*H^96ltBVPc+87+OqT;y{HEPu9D2{C0PQn&g$JX(QdAdAL$-xepMhnp#CuJSf
z$QenG<Q&qHK8$d-T)i)oWm0gem~0awC6xxpN-`h}rnM}yP$ZI(vqDLqOME8P)&IKH
zYx!vl-#69U&3=sGcCD+g!x-y-(CBcmf#UQ`3-$2u*Ya~!-Dcm-p3a@Cs*b^rW+y-T
z-=E3TIo@B-{Wq9@JiDHIP;#~TLde|S@Y_N7$tPd2Gsi8{e{^)To`gQ!-=ChW`?rsS
z1i^uvjJ;=ZGh*QZ>*MqD-(KfMMzP$iq-}iQ8@%%R$)lwa^Y=exonD>anp@afwk&zt
zsvSNDkZ4R20D*O|z1k@_riyNjp!V#Ur&a)yI$OK>>fg$-{$v{Q6`u~U;%Rcc+GBBF
zGwG~Se)FB%%U?ZQiyzmdirzrilzlDKZT)&ir$SCb87(6rD|udBLrF(Y?()er9{x08
zu{1v3G{Itpc$iYM<q4xwvp3-0H@{9)>HXRw1|}5lu}SPb(%uJe0d8}GxTP*;+klg^
z6XuZ!_mrU&o|EU5M5SRmVt#eTj&?*_U;1F)extLHUI6Isx867VTfY*5&Mseyy+c4T
zt-vmHG)@>@_+zMT8#9p${nP!+1a+z<4J@Jg__+|z{|ZCXsWfg72K>G6I;-?n+uswP
z!WPar#YZxMCFCRli-ILZ0nkpnUCf!`X8_;7v!2SqY2!N795g-(82XP#u0(T-{Q$bt
zOw3Rw>n>Yb4S-}i;o$!p))6$J_ZhIbUY?kEp1r>e9MoOKK5qM3XGn8epkDEfCX*K|
zaiF*01AnGP8VuF}zeU&61`dHtR11#)op1!T7bPJK4bv=P?|2NKjN3xT$y9g_7?>Kb
ze-C{KTEM4p$;AWXj$T<rGr4KBoWXjg#J*)C9p|REA{VbFd*N0xM*B}Yiu0jBtO0X=
z)a*KfEfQpP(jng!h66|mVE!~$QH3G#;vx$hGZ8*Kzzw+2{;%_>2m(&<l}fUXI}NX>
zMQxMjiDZ7rnQ=xeAqt?cOi&I5X<CS7U`BFMje(mks*4Apj&INv9-vH~LWryU#h@<Q
zu`^2`?lQ;L8J|VK;$z7HJ!D^f@a$#|+v02{@B(`6Ug;TV8*-BUc+wnv@jJM=G%9?x
z4f5j6FYiYZ?HO&xGI6OEY{)EL-Se7ZUbi|Z$=%%Xk=+UTFOcYFIggtjt6vk7jWmCo
zuMyGwmJC80GB(Rw#13Sj;=Tmwj+;8UH^nD<VDVrzm-E-8dV|sRj9dGd%Uw}f0WO0J
zH|0P$_l-*oCJLw>xW?n>3Lkx=umY(YU>y6Kh~Dv7uD7eBoE3JzfqT?ld4xSDYWQYt
zP3@g)u06EFsB@YP>K{KlZ+F&g*LW;`P*?cjcB4ot;=KW_@|}E8h$nHiuv7F>mXD~-
zlum;OBiUu94;kwA_Y?uHH9FW*{b>5QKOQOm(2jz5sHIGp&}I;0SyG44O5vYFe$S`$
zikCTU2OrPLt_g-WJshq(1)eJ$LigndgiVY$^Tm0K{;vG|!OJaVGbb<eu%nx1dE;w^
zaY06Yljc7pi9s+K_PN`R-4iw~N~1X|UB>|S4*CCh`u1=p|Nnosu{mzaDPeOy#zI2a
z973c>2bE(KQi$Hp?1V{<6_ImAi5x2DFo&darYNU5%W)_+X8YcKe%JN8uKw(j?(KfP
zp3lb-@eVMZ8}NZ&xnVcu(9sw+NA66@+U18KeN_(U_c!_{MK(;}z!qOkXSiUl7DN<_
z;~fN^9jmvjuYGag)L`_J8@`d^H14y=B;m0LMF8rY{vw9^HeP<ePvp#~xYOm%#V|#j
z0~<d~IBkIP?@xz6v-}$^33Ff|01uU=0W0F__C`PFW7$6^v7foveg}21|2Iep4%|NA
zJ3@hK?wSd41NZ5;#d~!^B)4cA?Y9`#*y?d(*P4dUAvFm6%qfKjFWopdczNM*M?+iB
zHv>0Ad|c|w)r^;>5J;qdc#3+HW!^w3ph%Dh)DD5+6TCZnq8o4xjQG_cz2@KEzxrqO
zUz`_BK6To{E$8*R;pLO_R_()Pwhr(DT;|7DVKW-bNC}Gy4_2X%G@YC?c%~%m#q7{8
z*~81E7pkCsjAwl-jju1X$oFMZP-ePEWfAGupiKYZ@%}dZPub8|Qhu9@!-DuemPR_%
zhWv<TwtjWKHLZH7t^k+nPA6q`Om=q*CJ4c_iy#N!tXLB!n2f}lpc(jSIIsGH@jQVR
zgepu6)(+?$Mxoau(EN5Tp$|oga3Vl=rm{Ke5fqs}2PA<-q-11za&*l(7Ex9dBobqN
zX3@2u2}CitZ4iYJRHR$$B-bM(nhD?(NdTb&{B(Pbbu@#xM;5=L3BaFQ1kEHI%<4}Y
zjV$kfNh=NmDF*0D302#ddR)_oGZzkL3eMYnJ)g_T)vn3piH5<xC<2{Cn3#EPnLxzF
zP#55oGe(TzdD}P$1@uBxW(<a!!}nEM*2a`!DkzgkQs#M}9?Kg?JT5w|kjgIL!J)Qf
z@C>r42B@t72RJ_NKeO<>Y9-v;0()2vBNuSH@l%h?_@bFIX;gBD!7$(y+ayZl;IN~p
z#Bdbd1idDkaovJx_rm%6GbRAGq?uc~0jxqI-l`oIAFK|*Uu<{BaPDJkLgENk>IvR$
zWMJpqTw>1vFAi`G+2gtXxiUQ$68pNO^V3ck8~K`sU$(rpKDWv&sXwjF_jN(!$}x?%
z&MuRc#UFj5!oDqR{kVJc?J4VD4ZPPw7Ij0sPOP2rUp?cq`hq3%{FZ;fC0A@%{&}B@
zh~sp!^dGo><J)%)-P*xlC>U%}aBGED7cO;q5#t?RVKllle60L?X%BqwFL(Hwb7cAS
zpd`ocwLRYtuFkLQ$2MBMr=d%*6~hopqk*lbyXASngLx$`#gg3(8-bk{y56^8t;A)T
z!94(dX>7x!2`y$}B1o?ID?*Wy4ag5WujCB-kRQ8oyyN>?k%h~y4Q(gpv=pJmLHxf?
z4LAS#T^htPd1?VW|CFXzJ=IMAB4j*5)skidu<|ENWWYxf)ysid-|`d(ye`Msz_$d@
zy^FEkx|x79QQTwhb6<;i^0wy3v80dJ$e}g-gn$0F(+|_GKTh*~k>=Z!W&>CelF}TC
z(mb-#%&O9&2x(DyY0foiS^%CPN5G+L5_GEMS*@}inG7<AM}0*VKa)hR8t$<g!8krc
zGu`|Y-B~7b$k#;FRm2_xkn=ALV=_}~jCF9aO>W*#-v`rBV&<vf5e>1hCEP1q!A3*=
z(3YBE2a|O9h3h`)hvCcp2SXbivfrs1+<W$cPh);WL+oY7KRjtoY3QGP6kK(>C9h(L
zD%~+L)rrBr!VAFwy+GFoKC7z?$7R%B2hJDpnaPNA7CP^3YvL6uBjMAZuo}`ychPCj
z`uDhGiF7DE0>xBGkN%m&{36Cuyz}*G$%Es7nl4QOgaDbx)Yr$BmPR-_dS1Tl;^DFX
zMCJYEiph^58z;qjr<%jIf6sp2Xo=dIeQb#_j-<8cUiYtX4h#D|^PX?9*(hXZjBhc&
z-S8pb;#A(L{hjXL8@)L!&gJ2fjbtP)=+DwO5;XtM--(U&=4#)OYN=Bi8>3-ii{)yK
zA+BRXK`;C_)}r<|Bn?ATN*kd&Q<JqDqD!#X2ef`d1Q~9m7fGL<Zch<JhTmVJwv(XJ
zl(lKIloUzU&S=`AQZfLpZ7~?{`+%`BdVXf8^l6@R6aCLttddxtu|dSv`j;0YDbjWK
zU+;ELmU}eT0=dQIUhVJhsx7>A*1P+qEcvH{MR2mev{BicqLSAQ8nqu(<to$_UMS0y
zpcHj61_l@dS&ZsOlxi7D^#e*v4`b?#DAY)}C}vsm?FLbG*7S`B$@d2Fw!Jar&`yD0
zyx?v8C^<8=bF^O(26%o`5rVNQ2%c#)-wPRyGGh&49`pMFH(xfWJ6)2HwmT$h2QfL^
z+RQMS47;rvgJ7-yZl)Q9*dda6{DP}AYV4CQPX{j))@-@?W_^8xfMq>+#qZ_rb_Q=&
zxs{q3YHe$Dv)DyT`+@`$&ugmj2?hfQGRkXcIpE;_r;xKE1gCy$H3as?Z4fZFAL~A1
zLv1^P<{-qwY<VFMygAkYoJ$7+2*J;zU{?z4ICqMV5CDN>DjWM;1l`WLlUQ}A8<UFQ
z5icsVt9%}zeUdCi3_yGW!k19d1s8}o4d(*2FVc~9M)V6ztlt+JUmTKoLI{D<u^RZm
z3)1(dlUfEd;xNDgxA(()luH4jtE+l}pc@V}c98C-_G18AL~B&gCIw3q1&Ki*Z5rKa
z!V4GxF<C+YK_2!R=j>#+IB6um0U>d$VqIVy6SxBk=)hhb%B0R`%zXk*CI&PWes364
zXTlqEII-Od#HN}YfKRg99?n3e*wh4;2?}{(-1$ObCN98s8^vlJIyUr8O7+_qST$P&
z0UJ?2|MV=}D;3c2c}D0hhBg%7Xclb1BHapTPhDy7o&l4!%|f|HvKGbWiPjIqa}OO?
zJOMf|3-`3VHT-flQzdM3i1)Bp`pfQ8E7yy;O&>J;Z#qmbXUtTuDXfq)?uuV-z89*0
zwi#a~hF-fdLT{Kj3<L`!nEm5pKL<}1rC+>0C43?GZ4+_%_nrBNatIEY*SLN_kOhM%
z$9Jwd3XFB0^phB>^fRAWcCRjt`)*?YPi6#o>6-)m?oO)DAW;m?1GAeFF&IFAW7a!U
z{BizmtZ!WU9S9TM+~9kmebVQyYu}Nuz=4?UZ>K8CvpA>W9hh!hWmv1(wd@6OH02jM
zpH5ad4=|hu?K7WOL@_`#zu$DNuc)Dm5%Qq@T~@8=`9|HA?Y5jVpNo@zjvc>079S^)
zR76Eucqxr2n9s#QIv90OgXMi_Nelye<S#rB$dL1Lfqm;rd<SJ^Frax@W-^PjC5Cl8
zHpzdYS^qX<8DRz9J4}a;A9Ynv=HMW?DX^8*soYLHBir9r2hNW-GOGnR4)AqXru&H$
z3{X>*7pVs>t1AEPhf4*BrxUD^J!tAVd{9`Y8y4nmX~YqM;(<S#gTCY5(2^kdzzt3t
z3)2%RG89eG=-1Eb>ikux4%ay(RbU2l4e)#R&D6Fo&LOQNz&)N+KYcc;%Zu)oDYNG^
zEZmKe|L;uoZL!`Rk&J!}Me7KeAcu~Ly^3gDlK2CV99BaOH-ATX9!bPzdi}k6b7%DC
zZo?eVG{5ffR2o)cAUqZzUv%KO)Ag9)aXvjb=S^nhyN2!1iQyLl4)7Pa%y(i3?eaAE
zm>Y|WPBwVNwj0oCsSCd4_jB$8^El6uHTwqwtpiKQj~B0&8-GcbuBz#s{*f$`v2#1<
zRC;U_$CLUdOeR!6qhh?5oIYsD$@Nd=jEbh|)^2Lm?p$=N|8@)zB+{XoIGF{c6#`)Y
zWvU;4O*Nt%6U_=UnFr61;eX&6fJK1gDE1VZNiBka02E3O5XPDD_;$hgj~?w|@@4!}
z8|6NIOG<hBB40oacimFj)Q+q09T?Qw(-J_1L3(h2raxf@3V5u$F?x@fP^A&zW$pEY
zVCpOz!#mu<I_rM#Lvh{zuHrxN2a~EZNYLW}41!60b?$IRrzslLItLI<L?jc)>1G2_
zg32>wY-Ru_i$EmPKDw1fuBpNVKMyJ*giR~2KN92|`=683B!`4Gjz_>KfIIXFm!)Ys
zxBb6`^fY=K<bgEhh5kl<pqa_fko%Va$7TX;^i6!-ZBbS#j8&Kn#{r;ay^OSKNg;-f
zy>*>>kuN~_1EkmF{Uh9y87M-GNTiWRV}8*)8XyKt(@0iq4X#W4S+DgsjAuWMd{&n!
zs}`ZNM;@;lr#<8eV;t6F0vmC6OJ-`Ww(;T3_PRf1_k6PKW{2J@-C78~C3g0kT9&h8
zRY6_2kI%%LcX8D>ZI6DtR`aChj+)QJ)zNoqwIyn$_d>#F^Pa>_cI-8eHW<_3GMA#>
z@cw~Ie=_QgHQHfB+zA3kvBqxg#!Q?QfVn*LP0^`->YErS<@h6i{#wqNUwmCMRza7`
zl)kN5ziRxtmKB9@Zmd<i1NGfezjN?VV`bGLX!pu*25<A#if!pw+kbqe;5&lZprm$7
zk(<fB`aQ4fb!wc1e*NkES?AX4E9@j3^94Y+A}!fU(<Il}oUmstttpAEPZ4^M0lsQ>
zy7(-`S=WFpANhPih6O?`I?O5AFB)!-1yu}A`3!`W)18?z^U+G)(QcbC==LFGQxfF-
ziINXZV2H|+KXz8@zTe-Ihszl8p=8c{Es8rJhKrs~ZA3;jL?<cnM%Q%!nOfsi?LTly
z0)AS|U|Tc#EfczcWOhn00F6I#8Tl(NwB|Mgx_e9RB(Q61Jl%$uqyoW(t#R`h@$09>
zug4v|9w%`fax{C030+2hO!SntxNv0#DVeAc+<EBw;Rn?ZUgFp&Grm?J+}4W~+mFe_
zmJw=j{dZ%7j`_d+>x7eJVP%-_n5YckjBq6w#Ooc7E`GqR?_J2XrXoH%CUQ^^s|Gbg
z6&yB#tjq$c$QM`3&L=(Qi!oYnJ;sjvN7KtI0;)4A`MfGpnM@Dag+CwZD=6p8UHJ?#
zJsJ%JrsSi%W2yP$Kc`}n+*^mcV={Q;F_{ua53^`UVAJ8b2uxx17km~sDy*%oOJBd1
z(!MoA<oZ_Yx1t~ThxxrUWqmx1LEnU@AP?wN)^5mpWXQp<Y#XtBS3UOXxc=)!G0o=Y
zK*qk!(`Y>$YhT-|856Z<`TDTZ6mGjGyPfR1I<e~=vYRV)s=|LFIBaNvFT2)h^yA;Q
znzg6F>kSQ!`+IqL*#)TZeLqg}(qzzE-`#ZQMh+{d$p>d=0<VmGU-xsw1@+}+2aHWb
z1?{dM#j1qwjQ?I~s>MyUn?aFM`di{Na_90Q0~h{0-d@aWvv)RROD?zl^zX}!j$G(C
zaF`m`XZ=l*+t);{8jUq>kCxl+pRD-R6ug-+AM~R;|DE^V=#j^9!HK>SC!QBqzbz}T
zDkxJt)uJj_YIx$Uj!KE1OgUOt0%h)J9&j$y&ackkq+un8h`HU>i--=ri<aC!PILdT
zl!*pbCE=sLB*lL4ZxMtMFgG|F_JUJ2LqrB4gGIf0K3qvo=%Q@FE?o`9`efqn!LYFW
z$m%N^s<7Jou2!s&vw^iKAyrBLy-NtLjIY#&SEWI(Ss!%wL<&2i1>0?IEvs<t;JLop
zO$IvpFUURhP5@M2Ac8`>jF{dsQS_fzz%KIzF;(qjm7Pgw>)ZPJiXyJFI7$GwiH{KM
z(RXY;2m#Y&6N|A3!PW~Xyk!4JE(uPPO%5dp5RE9R!+BNUJ~=OtGuq7?7<H%=I|mMD
z>K~$o2@u~gj(-f-I|bg6Qy&(Fsk$AlLE7*ECWUBN<p<u%w&!$Czk3jFNo|#2RVr0x
z+Qetp-^+$C<MaV3zZ%75YJ~z;1}z$~3wS~FKtlX1f)MN(m;2E>UZ;SXzd68|6`%%?
z2E344CV=PWvz1qwveq(aNIE{O;2xsw`a2gY(#{w#)gd54D>E<#9Kfk<qG^FP7Hn!~
zPYW<zO(=Yk+C~CS&qZVofS~=@gsb3@_rDGu6M47?Anj$!(EyK>3jZ)jz=qb{<RH)h
zZ^bVBr_1_J7r&o*<yWOOu1fdfkp+Q9&RZXywwoq+BPp0rKwEC?^oePvMJ0C)*p=+D
zWc(T^81+(1c4cvOsB?r$D_kVo^5Pw-OVv?ld&=)sJ9l7Kvqnd?OG+x<-`sfeBg$dS
zs(K?kq5A2MCp*SvH7?h3?_M+sFhKwgR|~gFRD5!AuG3m(|Hqq7Lvi*3zLvukM+Pcy
zg|^?8N1OoYRSP#^dp7!otQ52T&(?5O`for5CN?Y=?fBzDr39^gDdFzn+l`7R|3rTe
z4ERCwK(H!3XFiEIlo#SM|MP0kiO61<n9|v3EoQ*&jJw-^ahzZe#KoqZ)QE$@a&T42
z-7SudG#=qxT-A-<i6U+PV|xj7@`KOK5<@2oqgH5p^8!WMUju=8>w5=z5wia|ys<<w
z-S3B}Co48f_(CG;8;th=eB?(Q1FrQ4Zjs4Gk!b)~XJTWFC-%3)ul+-EnSLzJhWzlm
zKTXP8*WW5e6X2czMMzjp*ygtqqn|4ZP^j&egGLi-5!d*b=UC!=XJ1jsZIdi9Hkt+{
zE7?}OKM!mU`R;%bnEqG;g$Uo5xnW{?Dq!Ym2~V<F!QBE1Hb#74<;bog1^%o)!Qg=a
z5CbrM@yNQR2bIr^c4}_>7d>PPJ~1fV9Bkv@O(n^&QM}^Oo7STAeg&IBRi7JAb?!Ya
zs8feo#S|cbZS@UGN0j()cuZ}UvB07Tsa}7SwIX`72QbR-BXWWwjJ9{*B<zweN+y(J
z9u0@92X&kgC)f|(Yq)XfFMO&1M_+c^eiGG_YqW$kfUw+`F7#sV7mFp@c1ud+4kL)H
zLW)iL@0r{=s<g+f@GT#tXZb~yI|stn*O~*1D$f3va|r)-=Y&G--^<EP_Qs>(*GI#%
z#zLQ6k5E>RWpP@#EzM&BNa&Y%WIyoo0n~o^JP-+{jAEK-vIz|^D{_A}4lv|c|Mu(o
zm(6F##>;}707M#?NilXH69Dt+X#uGGrj#U7MG^@qY7b!0-hdU$YXJ!(z}^AE94<Mu
z8|!p@lbUU`+cdDA=rzQowE>ldfH)0M9gH8$6r#C+HnO}9OlTp_YKxOypvaO@?t!c2
zYEGd71c3xFbpSERC9q^*)>NeF`%4`dz!2UAj9s!@W{x5;=2#I^q0xdO6unSfGP;08
zm?7Vgj4&BBbM#bs+uwD;$t+MtIU1&LRX}D5`Sp)1$`}}0ZKLrAZZgq`7);0Zzh4SC
z3Jw5-T%g0yyp!^p&tMufPYTW>o%=}InV>(*q+eT;WdV?&tV)rLe$nyzd?xhxzk$zU
z0oFr%m@}Y1jG0UN)<a^59p1{qWx}T6T(PNa%0BrX6*;K&x%d_~$%Z5xzj`Js%poY@
z*22>swKq;q7v4Yr5N+!-yZ5fxwy5X2^|cx?-Hq<M<LTe~(<l3LuT4F6965S@Ozi3q
zlqFO7ysx%w<o(OfMXx^>x}|8<ju}MMp1%ClkTi#RX#(l6{HGdvf(?)g`z60t+w<o4
z<fEkOQ~NV4lSLI$)7XZ4d`R@C?2jP8+e|p;VL!Sx6c&$rK5GA$o!oIwD5Nd6!jvZ_
zpvSARJ3q<QpL4R2I*VY})o%~686!~_R}ataRy1xxn@rY>;FW6AopYD!R$>};&0Vk2
z)z{ayp%vArz55gCu1vGN&oLN$GJOUK!Q{yjXSDyqm66fDY_|?(yYl~6<sW76%Q1ij
z&JHv^c_Zd~1<vkP+P`7vP~x4Lq%x1hvge8Ft(cf2*X`H^y1G}6s4>s5z>7%vUW-Fu
zmWeNms|$MV7pv9L-TEt}9f@YQj#}M9V7&K!C#nV1KPd~TV7SEfMnZZH3;f4m*ReQn
zx%3xulaSGzvuN*)qs=UKp<PEmkK~_lQ?b31a8l%x0T`?OW`wTZRT3RI-jPm#7$Gt@
z|DXN=$sx113#VOUj*Uc-n5Ptuyt!p@=o*@4T7g!Pz&IUea)@;UfrBK`J%*j$HsDe^
zA{^ejVlK|&pc6!atX^CI=aSa(VpeO%a2Mn!SX3Q*#EcLLSU9zgOWc4=!`YjF`KbG>
z?R;SUg_8UK{l^DS`P!%H=Zn<8`)mA!Z_UmhY5l0Zy|)1FI1#ZAqk-iy<6*ejy|Hgk
zT?mnS5u(eV>VqmYocGq3tMfHn8NZpan0$Rc`t&P@S2)99=D~=i%Laya=X@VY>Xg6V
z&+wb=oqWC{`OeVl>D5l##o9Yfb$36f=Q@uxH2722c5<KA-f67#`Sw#F`&`9TX!t~&
z!-{UsWaVZz@RxP(8n^iH8QvG7cXR?-#Ts`ff^Y68uQ)rS?PmR^CL8y6ri?<DCPyqc
zkf#I@Gh^CbdHJXIx5n$AF7`Fyz2mpN@^VidtYsZeITsbQF<N+(yzBC-cK=V_UCR)^
z(H5Ui<=^>qHL|KAC+8U2owgg2lgG=$I^v%#)NDQLY#aQQ!~B}q{b+8EST~yUI({|2
zzl=uhM*kOFXMk~X7B19yXm{l_n%yrhH7<Gd*CC|f_h<N8EDFU1;&#{Rh#7v|Hb2_m
zsRtv%-lhnYB=N+(AtVUCNxlpwzeXXR%MVv5kG|p%iHXR_w`r(#NFYZ&%Dzi{Xj}I9
zzn4v?<KN2mTZ_7>Y+J%O?;)^KXX}YKwH;?m@qb^wCSuuco$xlmZ$5j>(R~<DTX5_Y
zT$&6FGDQiyaLDvyuuh~CQ+s5tURB3;h2ruaoZRlfIb#cfU|?p7(+;TqV>Ad+87AdW
zSZyYF%)0>e4l0XulZTR#c&{blcvu_~y-e_ezXNjmw*wx^+U&A<@B2N=@d@nJU(7KH
z<OU}|PPcNvV5)~cm3amU#)sv2isxocG&R0&d_TQDIn{*wx)Ie^@}^u6wcNeh-L!2u
z^(t@Z`=wXsa^LtBO`VTwIj1E6bWIIqXPcUA11+*(S%hNZuwv`*s1yV05D?8lZyg$x
z%(%@YmGHdupzs7ngk@rRxzir-)L{#_AUq%40M@68N{0^8v`@^+AZ|r3bYW;hu&y>L
zpE@d33;u!oxCVlstFRN}c!M|Y?WIZq)s9XBVb6ya2;qo$yI(;!Okf3aZs1XVPp)1#
zz-7@}72A5b8BnWgph6qQ<oNe1>44hPrjb^3t}VDc8<fEhfPoL#q$op#;5p!OxCn#D
zAP?m}LA7B<OWWc6I}{pRaOZ&_1@jsaf6?o+PU=Gs13B`2B9?<IZQYx^06({*&Zbhf
z;2H|i>rZf_2$6na8!DNex)76kmq+H<0~w&MZ%xIW%I?oP!o@T@A05fwn=2gD0YD?)
zK*i<l6kSp2u@5Zz!e5~Gs#>^Bv-r9y9+&A`3f$E9ERW42HU86eTE0E!)BdSkKoVAH
zYZ3tKP`CJ39B+<tbXVs7{%2=z=<R=>vwan_-zYu1t*Cn?<?b8F37Cqw0(6BJesOW<
zlIPzi#cS8|`C*V4*FR6>cQ3sZxa`HjL=R?$2<ISwef0|Yku&9t3!Cc9j=H`sP-AQ`
zzIo^6wl)>1*yt*`7RCkZ7-m%@ui><-^HbqbuJ4)cBcJ1%je}`x10;VX=+rq$`YlNv
z+M46k$rt-mlE1^k0ye~;2Kl@H87}{fF7;ix;XC`qR;2wBgMztpCP^iU-+KE$c!+)Y
zwJf!yOH5MCH1PSjaj@VQ=8zoG{a-L;6hrU#h_k$%Est^ZN+^W@jRVb`r(nwJ&zAUE
zm>f^czgr))29_&|yw>vy2Kk0rN_)b){GH>X%Ey;fDCcP%P7V=+w*2$uYDp_}+$lCO
zdXNWX(x$E#XY%*Vv>mUrkJvAQm}FyHeq?bE4Q^VJX^rB7n3B0VDwyrS9|?6a^LvZ^
z9E49C!)9t1!$cp27D!=*qcfER-YL3UJVGbk$VGaaNmg{~Q|)JZqd%gjiCggF+Jl+E
zlmHSkvb}%qP}Dj81bwnOWP(dhJ04ckDvNj%BxYh^VffMw1!|?i&uj-0vEmAS*+uG(
zuZ|gb=IwTUf+hBEtsMWa_VLLHKo<C9B)A2}AUBHS*1l;dAGz=RcFmJcezr68J%<gZ
z!K)7#A`@AsPd$EL`>FU2|HD#27@&e<L#fCc>gk1Utb$5fMs`@&*$L0$axHDdP3atk
zTfK)Iyj0Y(O5RHv0(GqDpv##CDrZx1Xr16xwI^C;w>g2*=4wYdHi!YWc>?)FgKH%=
z6m)}eDyEP&Qw7mz1eodOt#HZFCh3l6XHA@9Ft0<zR{(X;lLfg?n>zt=RAL*vF2<W5
zkHkNuB48izl}Zcn9Ysa!fEctk**VAdm@^)Sp5BDV5P>QhH_pNYO20XZBN}-7&o%=E
z)9OGUka=p7)HHJS2pbyF%jQ%^<;XqJNE7rkUr&<+5rkuulskX&39pzkkxs4bR<S4X
z-K1xD9CoWUT?vo0YgXyP(2K(9uT1H&O4CRL0oF~ES%4=lf*-*l5wI_UurKah7r|B}
zVnH&ZPM%w6m_ay!b9{hv`-sBFa=2fPO~Ao=7XdnbflJ&3{Y9)F2Ju;NT?&k*w!*Pm
z=IOETzKBg%!7zB8EzNj_*-c2D86~6A=re|vgG5AQ-?$&U@rAq;xRh#tF-$%afTK@~
z*fwMTwdU<ok-7>>{-7-rE)05F>>0EDD+}o0t4spm_02P5hb~+@>@fCNJGf|m^-K3g
zkBUL+m2kb5$PWd9&kMp;TNXlHdVa4iYahAf<)GH5aH&`RV)v(u-Ih;|#XZsB7S7+j
z+Ol+x4&5K;@}(lRyle-(k}i17sSF*$q9|;cO|yT6S60*MP@b}D9^YRtzdL>X?iS&<
zXkO&V=uKPAD^jFuxldiWqNhAIcVl&1p1;}@9nn5j`Mqz(c?k5lJ){1o;1vTE!~Vva
zt3FdmU!#*pF)n5Yfo0LMzeb3YgAE%^-<7sKdaatg*6d5(PWzt~e6y10?tduv#msKO
zy~Z}1+(z&64*2g1792^$GQVPIEyt?IF#fFRCwf~?^k!m|XX=!hndnu^Ke+x7|Ep=Z
z0H6MlVo}83y=06I8x^9Rs&59s#Tap`I|A}Q4B60Ftf#X1m($8w;tE{A7WKp`rZOg9
zg2FUW)WQP!`~8;3nWVg7j)yh0af4%!_h+DX6P<gSN1IE&<3rMLsJ{Eu4RL<Z=K7wo
zzfB2+`btdC8Ef<`N3nwP_S<`6k@2736|LxqUn#V2F?(8t(g?v)K6joA5HGkbl;Ya#
zf%fH=*4dLGQ>~d!r0uYN+5u$@`zrNtf8EJY&8!!%PrvSebn<e;ltY(1ZDnK`C_vY1
zDwXJ!yq5B1q`;l`POP()t!n1>_b}qBCy~7Tl}R$^Kgs50wx^snW@_%>9RK>YW-m`%
z$)88YFM^@K9R%y;yKz^bki$62k(ZNhat9C6<Qb$C#&;zNhKSSP+~F&KMh-0Gg}ZKQ
zX=^(`p-@f#d^-K*yLZbqJH23%oEs}(e)+&M#TAI!pC}!f!g0~sOIxCL7_NCn`$I1*
zaUWZl`}@0Wk1$3GT$;uBGSq@$|6v<N?Xabd_eKV{FdN4XwtFXV<8_RK`BI$IN7~w-
z?v=-{jI#}P?niD-FVUlhI}SEqe6vh3G7O&C+;lj9E-yNqIXqi33s)?rzHPL$@RyRV
z4-24o_D`==8tO!D)6%Y!Q^uvG>&+lX)st-1&;OIOK~RVL&gVx(?~QN2*Y5LLz~s6z
zZwS59)@W&t{M+;0*T2FQ8WInHcg%&}WBnr`{!L9$2Y-7?HOpQ1R=>*HA>g8YlUYV#
zYpVm>O369d;)cO>i&pINW}{=yQrXw8-#&R)qoPDpy`;PM*g4y8DJgx)$zS7PHhcos
zd;;CDoj!pbHQr4%fxo5vf8X++{?}1A9K<y9L_yq9OvD12cenjMe|)E1mMQ&;#U2>O
z`6ixL${`8D#@lVoxK%tyr4Tu4om>~y{Xg@=_b;9t^Ykh;xBR9DeQ0%R2%+|ZBdES2
zYaIF!g@{QF6;I%d33&Q&SRvR<43?&*XKEGGn`qv9D83VM%0@v$xd4U7;k)^gBkk(G
z9^qtD&niIqxVYqv-3s#$uYgS6t14IF?}-4~+&id3k!QjX3>WyY8o#^dyG9{Tce{IW
zhv*stZ&80h0w3|>f>;TslGI4-B9tOx2bcpqEk9IZ$Dkz_9kf(Feo7M=)$WMoU}F)m
z6D-aGt^j{*i52%P-R`r7@eI<dScWPSeA5t5L`ib(aL;VRo3X}roU{TJpdpo)c*o6e
zq4WVZvvd=l@dSs4SIU~QOk%M>&e}H&<kvMK@y=U2-3*f-8LdAcg#H<%Z2ArgWI7r<
z29{_=A-q{`pDA#xvH34>pW9J^PQflrD&^sKK$fZiP+c_esyCoDR*!Mj`}J9diKRn{
z|E5NGG>S>mY86sPt-ABbc9XOQ(&AHr#!|aNt{Ay%*p~*t(|RHpc<(D#zxdRtm#0)7
ztO`X3T)3sL_TE`C(20jlopxH9zc90MS!n6f(d9AmBbEA!p}tPuL8jg|HynKr@lKP6
zX}Q1CoUaZ<1bIa89a3haySLyDM|o5HLEGdTXdISRSid@6vz3*xbrp;HRVvCsSi(YP
zWUKI4-skVr68s@1baLl*u6d(`n8^~?0D5WwJu*;`j75*OukJMblzN>dCE)dI`TU(y
zqXsTS{I#$Ds?BdKvpJY%{yx`2?pcSN(elQHEfd}(nsH$6bY+h_g}y7gU;JW^nHTqM
z;;8?se?t&QH}Y3L{{|DnARD=!T|Ed4oci`+q9S=G^2B!=I{Co$ygh;4P8o3^`KJgr
zWl8ScW>T`N2(=yut|>cFM(@~bLi{bE$3N_E6P)u`r#35J9o$l)!3C5~UY0EHo^nY2
z5yLcdds7hs95YL7w-^>&_Bi7)L0GwjK_Z;(o<;IASipx@w#q2T#?kHQoZ*KFUD^w)
z9t&>{9b+{zUo0!lA-izs%aO!9cb?1h$ji%w>n)-v!kFWWs*I?ScS#nt-8LU)3!XmG
z`!Ch!RTipjkvkUofeyW<dFyEdccm5^>%)7ZPe7_V!a0hiuG?NR)WFd9c2{6Sx88Fw
zwXi)dfEgq@j%)v(!@N_#1Aitr`E0<`JD+?A_h$ULTDIT~8d=M-hwx;l%TiZFf3WZP
ze>x$!3f;t^XuvF`CWCm!B<Vz-dxky_5$G?|agR%v02O`$8Zc#c%9cF1m|!~r>NcK9
z;y(esfsOa30+R)Hiy#6#4q+inVT{_%*aeY9xfoFp5DS=dZ6+u28dhFYT%jjhvG013
zhVqcu#Jl4lxw_Txi#=~Ul0t@R)#qz8MEqK=5Si_F|6{qwO(UP3VSS2g|5Od;5}CNV
z5>hnxp`+N3Kc!SKQF(_K!jk#ftN&}zxMTDyyc_9Rynf-ZSjhuzD`McIOroT{qO!`@
zGq;xIp<_@yP;nUm;bgmczkH&$dNc5p3I=3$N9KYO5=f`cIJCw2NK>zdFoO7UB?c+a
zfqA_R=hZGss|Pz`(HaOV6Lc?Jl?}CN1Jb4-*RYvD1{SHL{;|q5@~pbEEezy-V@>eF
zP505zX8_c8lt2T{EMW<g0xSBb1i&Rgaof_AY)6CI6-<9il-xJd_m)LS{yR^8fJ~*L
z-LAs^gAfrwMW=k@z6={rYqw^CW09$mD4Ln~IjpyaYD^k8mr2m^QH4=+;Go6J8pD@a
z@EjqC4vcAs;Glt1a9BQ=D1p|B;_q&=d#b^bdC9RVr<02WbZYV2X5RO&ieq6E-Pf(~
zcr4KAnH_1*6JTn7pG!|SfC>Bu5mmjw*E9g#E+LT`TqyGu!?A-Ev1E`tp3ys=#dQ3N
zk%zVPXW^=j>vKWoNP={k6L)Q%Ww60p@Ha62PPWX6CIyAN*DqKHnQBqs*Jlsac9Qta
zt*>7Qx4ivhJ#l<}wT(6Y$Smxp<(69Kc4_j$6{&A;jkBEpGicg6YyIix%Y@(bgr7@W
z_3`hx+A!*SWf(Y<6vP6}Bh|GQ&k_KFlLc%ShH~d*fhdf9K>w%5-w86kl;d1o{^r-6
zPtT9#$2wNyORpx~JoDfZwDOutWRc*NYZdk<7OrgSOwNQCc+9#i`_a7I(sfViOMISb
zncHJi^{01t%&P0{4?+dRRW}05f(P7h4U=2JJfo))S_qwI4~+>da0crs<G$_QE!{0U
zuG;gIne>Ga+P*NQ-EfX@bW~OB$=I!GZt0~ftm!K(6EXq3F|;eQ!Rlr}?K{p40DD<o
z?b~i3^nrT|zIP5qMK0qU*-%bkE2aR$S~~ZkQ*%i93?N2*3l2)l0d|TsE7cp(?gbdX
zeub!EPy(F;<JRO-pegrnZSUd-;@W_XTEY$gb(-Ms@TCB_30@b4y<7RO3i4*lXh$WL
zm!LpDNrB_9_rFZpokmji^@z!-3P{5L-eh#q#sV_65mm|Qm057x`|SSmVS4mN^Ftio
zEXWR`z^N=kITjYmaY#!|@X`wQ367pxWI(Gt#7FoqK#B?ek4&jWMBCM$hY3YHT6Rzo
zXRV+)DtU6f-~=O+jA)tj@|=^DGi90s!eJLKyke75iM*J>E!<7O2<&Su1b*kakt9-X
zJaOR@#+w31?mUVzJ{LbnB4AY!)&o|cm|9dl-)6?4rMF;Ckc`MfTie97J9nEter#)(
z3ku@Xy?c9oT_1g%umG>!Fpk*yGE(8fo}XXY;Ebj-A8zDFZM`C=usFE+cGnMBlY_W%
zSJrxK`$oRuLEm}fgN;{xto_y(xC!tgIf5Owy)#wr!X9EgY{|~WMeMCUb@+@qk{@~B
zbCorn)>tq-&}iAYo^(z<N$ND>#*N!ycLIGpnSyR`GjfFhzw;!HdLv|t(bUAZA1-FU
z-xsp$y!5+qbO={c%MP5PR)e9Osdd_h4LSx4w>yDh_qU9_nWI|+hv6xlcJ~&3W(D>2
z^+f8P+Wpiv^YEdVt8@L<!d`WSKNxmzJG-&AxjAHIZQ`iwL_KS(w_0=E>0otd-fKiO
zLo=^YKZqY2uk8VzHH+YmsM(mPz8T>=v0!`ido|aJjrKdf#}@)`%xcNX4YrwSn}UK&
zK?!Z3ukD~WZA=QYkeg2K!s_7cW|0&oCl%_dnvBEx!v1qVYa!g>$-&22jA*`DIH@3$
zcbc%y#nPxZKKIi_@Q8HqZ@(Iq@+B@IA1~1xHzmD&gxv~h+S-4Pr-dCk)08Nm2PocO
zqflT+*c?)si4xU&06AAF%$M6CtHc8nf_aq;U*+WylVnp!$T?oIEaEg0XgsFDrHhND
zi!-T|;e#+yM0uxt6|oxchJa-N1#<kbHV&4F60puf)Z}WAtGwoB8gns`ZqrcXoq~sv
z1?rGg{>(_uO;L3wRXN?jTA>Wa*Sd%d4dANAQ#axK<&{9XS|%pc@%9!xli0e4v1{a)
z$mfK0Brr*ejDj07Fe&$C-&@PRetQ~XFqAA%6oNyW@e<8Y-n?;&Y&Ra7SwZ#9RFP?9
z*(DZSXs652+(7w~DKAhc?akRrfyYErsZbpp$7Avd8eEkR#vua$XjI5&3<s#y9`WlR
zl$IQir93h)mDg9{{Ey?_oZ0h7j##}>IX2ab0d<pBW>TN<z+&Ee#65oGQ2bu&+b04I
zo?P#j%#c18>(U#8qnQI$yA1NNdsHUJoLT7gz|aV5dh##~4}5g)A;I0v<8_n74#Lb6
z(#_wItmzI#G)`H+spt>?JWx3Zc1Cd!UdzMG1x};TTpnV!t#&uv`%(N<q!rj!M&tf-
zHvv0@I>>~CUQP`wkS#_$d6+pd5L(kTJy+9E^0xZ%_1j9%`q}O;t5yS|HtlR%v6uW@
z!!G+@4L^V8_IaP%{#RAyT_wwU3<fh#R@KuSgTDM+OMlpSw0y^}d7uTz(%grRNega-
z8oXP1JkWdob1+U2)<K^XJG}2=8{EPTnepDZ&K=DGdCp!NAk<pIKW0fr8X42WKd}FL
zPh|`BvufLo{Noy3rN;TD#q$4dME+<za1R;lalS5kP2yYt)6Dv;4`dpdvo^p6T9dO1
zt<-P6_SxD6G0tnwBVT$0F^(0FyMDN{V$ILXUwyw#(&gLa^kr$%;J(Mgn;+x)RpWgx
zUb#|nvHU-Aq<w+{IaI0oxw~RPC%W>1jITPhbnV-qaH3d8L~wPd9LqfWcg`1J(2hZx
zqayW)F%!T|$#qoxCE<RXrPTeJFlKw>I@y&0txO}N<n`JVZ}J@Q7?VnIJj~DyRzDML
zV}gegtue}MTGbr*rjqv?u1v#js}}=o!WNt#0K;q;&@;pOsp1&}OKdCydUd=^J^FG6
z8fqE{UQ-u`fO3#}Q2tIXVhUEiNA1w!*~bg&4hw68qE7EM!WUfyRhvYw2C2EXPkcCL
zqu+&5uVS_*JuCOE&V7nvKfeV{!FfxlL0N@<1(olV8tb%A)SfWD>tG&fYv;-H8RIz0
zWk%=9#8}xneX=-r!y{Er4O+!x-3Gk1M<6cvHDI2wt7MXLrjbCjc>sa>(-=6nBm1CL
zg+*Qchn~8zDAv`S_o7q957ABBkIAv%frn3-IYd<Au@GXHIEA~bjl+Z#Kj(^7j(ZHG
z&vHHJEKm_wEVh2aqrpkG+k{_^`8Qv}2{g1Bi{QoSzS904Z%0P1f-lb??@-vSc@HSS
zJVQpG0ubj@<grHc(Z=Ub{7@N0T700X7;KphjMKnRRFx#65W{>#08XL<_!Ko81Gz<i
z$AZi6$d2W2!3*^Xh4toPgu>T&1cHb#<Ru!Ix?#DmGJx^u11i<t-OXF(GbTV3Aqg@`
zLg9&2^8nb+O@zT|I=9&CN1FFPxfJ|sc7IJJ$Lrl@6*MQBYy<0IC{Xh0h8P&-d*sE5
z@34Grs9Fr_LF%zgdYFY7P>hbe!b!y<9mO;z9|-drNMeiNv_Sy~nAKPVFFQ4TLQs|=
z_7)iQUY$@Xx?^iKDUts{LF1lH<b|NfK()h!wD+2&1)5$5b}qjITo~TbpUhq62gcvb
zUQJgTQae}lB>#*$M(m35VQ1Z=E(XX84G24aX8Uu?f#*T3&$awp4ZK=qeS390e(2r(
zf&S0pnJI&;Uj;lF)wfQk(~sS|KsE7T1kE8YSA<m1*KZfOIREFFv~|2??$u_-wZ3Ou
zA%1N?xm%)}th48l9Xtk7(!K5Btb1oZ<@hn0zlnIAoz)qkKf=60mI%mAJ12ktT%l{@
zUDn!Dzy470{pb5u+Lm?Tw7(KfO`mOy2RYWhd&RXJ|M}?T9Y1D&|9`x1(i;E`_o?r?
zrGN0y8!eJcCO;z{Wj{y0kcpeNS8xd>rxAC!(N(_&ClhNewhCp$N>}O0?f@;cecpv7
zuFYtT3fyI;4AXDY;M1RDryVeLY*K&FQ_72Wibo^i9IG{H&b1E2?tk5hDd6gm*wXC2
z+|y!5hw(RY#pQwO8?o!Msro!GtqH^DP*p-!>RdOp3BWkL0F;>8!DytIga?~kK{oVs
z(ly&hQ`%un@M#pV7~Ha<Fqd^#m<4&izBpb!G)#Dgp=wLzWGj%cWiud?hSMwG@;TYq
zhZC#XtZPo3mnp5=g!p@XcD4A>^DNFtU3z8fuSa4ZEQ(~${P-hkB>Q9c$nn2XdLerE
z1iT5U9Ngh<i6|Y%SBFSgbZ!|wxpIz!E&1Oj&j-_{<wrm27<~)xFZmnunW$1<(#zgt
z4h8CH{54Ufo4kCbbb|`zCSY}lpF{EN2i(b~W@_TRL=v)~PyiDz@X}6&j$je$8|ijE
z`yX&sOt9IjrFY?O>qmO$OqvSAz-1kj%G!Q1CtM=Jo&{iLOp-7Is(R?92?P2;_^MJr
zxsQMR(jKo_eNuXQcIkCTZ^zr#;g>E=^yWrbS`_!%y4Ky>o__IJvxU9|_n%}Pe7}Oj
zZ7%!gN3#wdd*Q-qH2CgQc7Q(*L<50~rqTRU@|oK|x7lILKP?*=`r=vyyYAk;|A-%J
zekL8$ozGra?Jk{tg~`th*V5Xg(v}8W<w67r7ItLI4gQqYEnV-Wt|S8K3eQeu-7By1
zppCPi*Mr7R_1&5JuQ+NXYc1C+<bK}D(zD6>h~SaD`tm5gh;YsOyUy!I0oAxA3$}>`
znCvI57wHSzZ#iXHqhr7scPJ$}KQw%=dpj$uPfXOsse!(?Jb&^eM@-#jPwr9IsU}A7
z?;m6HWBwWbP0bO1-)D<SyXG~W!fk!cdhoNvOvz%;0vduu37bdwnhh;{{k8YEC|#fN
z>GzS?FDkM3s#ZK?zddh%^W2oOQy3@m!9I;(UMC$X!;$J{et@J-C_i7KT)Su|rOeHx
z>H8d9Dkq}|UPVP(n>8hn3==?3e9WBfNXej&Qtu4YOZ<X2&t10P5&b9j*DY?n-1&q^
zJCP3HYr%*~b-rmI<$GipKM|`3-YJ+t#sFku;w(~+-r5yQK#H?kA8f%bs1XIS$V?_5
z7L}Ovnhd^%<@i96LCC|*<oLi+GM*P4dGHXu)0EEPMFP)9YCHTT^6XbMB$4xU&k^x<
z==}(Eo0XvKFGZVlA;=b-DrGVa?fQsXfI|pw&L}ht{2NA#x0_W%t%8rC5`llROT0}}
zxxC;LCSY2u7!gqg;1usnyPOJ>xQ`YQSa3x}d1l)%`Ds|8JB#wL{eK(EE#OYjK(It1
z|GCMcy|Zi0S)4+!P7pvKx&6iFAc56MfYr(?i*CDfw`~m{R5>(<OpV1tWKDTA5V{4h
zh%qaLQR7hpg+a)~jA}0cJCoj+_Ow{TmL|Z0KtS7CcLubGFgn?B=HGQo#45|c%-Y!m
zE%@r7%$En&QUtqSoS-y_in!ntTmYWQCk>2jK+m}}u#TJ6lzJp*dz3diG=F8czE|vc
zCDVp;xR0R0k3E>at0FY!AQ$rT^!nM9U+G6C(nY`v@CnA|K3^J+!hD#}J+Qp`py6YQ
z#UGqreSPK@@XVBrED`Zp83{ji6R@eM#N-CPVVEhGsg9PAco&9)S-Cm5o>U33hum=Y
znl)^|qSzeQVsUy^Zv~l16#K><hwoi+ThnomNY$rF-x&w#KcnV>o_c`H)U;VCwL+Hl
zO8Rw4O~ugKfA1vJ_x`dm%J$>enL2X&s=@G%Tj>65T5g}ksr;1xO6cUxs0zgf*Yi6c
zfrK$-bGKEtM26-5<hh-eEJ^z98A@ptxWZ!3Rq7{u&uZgJyOFEZdUTZc)VIP3SAIA8
zr=h%^`KY%igLQjqhx146qF>A6PSP<iJD!+Bis^N+J~a4^l8Z56Vcxdq*<Q~zMOMzd
zTw<c!8Bie_97#b(c5AS&GoZ`<6tzSxc$CNAtFgz?$%wP|fm|$3-(tFVefj6k`tr$3
zFK<~qfB*Qz8lQ;Eo9`U>bl^zde5`Av^1U$4lWHpwQWtWfuIa;3UvXN>6+u>4-haJw
z5!?Tu3B07Z7;Lb=)v(}I4E}oGWD%3Eqx;pu-GawB%El4lUshTv*HCxMSz;Otvvflp
z6Wv)%d{wcoVKJvv^W)lqdQR~4QjXW9{O;csJnygCT=6{WjP(3&Sh2&{>&jlXoH$^s
zvr!2$lY;g`k6r^frzbGW;S=)AWI;?M?U*VRSzHu@Oa0Wt!A7OzKUV7ga(GdQfU-c~
zfsdU(1BaJHxXD-{xaXo!ikupV2itKE-YY%`68#cXQ^Kc_CDyd13C(bN__|qSD)eNv
zk4ob_;Ae#Isv2xu{O>r^Okf)MX6*c>YRQT_d1U}IJ{xdmg3$J6GUrk6hmSQei9Kl#
zPMFv$Oq%FxxO}PUweJFY2k{Kj=;+m#0m3Sh<`yUgIgg@Ds~f8vHyBV$fUwNcJ3`=!
zsd`bEMk+K_dFsFiJIZ73W>rRiWc3!i#KiU>L*w9(=t{(q3o>j<Dm?D8&Nk?VrXJua
z)>H;^chKSxA|7E;Y@J$_H7K5eKZzQp#JD;-))xQ(8F!&L*3u5rcG0I8XbU*bCPFc2
zSWFW6H~bq$xqa1<)!M7l-K#&|8=KbTt5=B9gP0nD%qG}`Hu!q<nSMJNM1Qd`L=OXC
zYFvK-ODB1buY$tQ-_qZM!Eb}-k>Wt1fR3vYmq`~?fbP!4hGs;<c#rY(dH}7CFi0Va
zH#GqEb=TzhD2bN<`#MBLf=qvo^8H{CQsK9I;V=xaU+{+-zwTH>qLx8&==g%9EHUo|
zJHlAxYYI~)A<nhq%8PBVFAF$~V9Zpfr<qRqPsV{IP3tx|?HR+&dij<-(rT5f9rF^*
z?$61qIwto*LGJMIv#g(;bd2Xebe>%E2iV1G6kh2n0f~qo6pZiLIDynTW4zCtoyY?T
ziT{l7fmrx$7LE_5ecaj{-};i1;E^SwH2C$L;?rDf<x@wm=t^BOIP78|=A?zR`$(BZ
zir!7dWuENG)IJAgxnF*!rFNzbg5+t(1YEijtq%-*w^QL5S2p?k@`T-cmy+e$;%Ax_
zl4S$%7U9>MKlcB2SGZOT-tz7F5EN~~%>BN-E0Gf3r`DU-sZz1E)s)O~KiWPJ_SEC=
z@t|G9yR`Ml$?8t`*Fzu)8dy5HzIswjbGl|k{FP#B+u7JXH1+J4@X1QXZepj(Qh3Ss
zUb)Y&P3-DZu#s}a`SQTO7}i@?2010aJ!O@!JH3a9Acw589#WApfXWkyS6g4(TYqc7
zL>d!u{o3b$XxsE_Km2|&>Bq^W!IL~ACk4Ns<khu<NGOB&g`+{S6<EOD4fI_&aRqu2
zx=m2kVpcqC)bYh_I7ns-ZW@O}JdB|q<ziHU=+Hmc3r;hux8dD=Ld!H#LQp}=mHv>D
z*%(DoAxkc9`D9W)AG;uYF#i$98=*kCS1n&64FRvDSSs4|56~V8YbxNzP*f@ac_bCe
zYf3}Ji_oDpCzl?395YVDQ6y@yZQl#(E!P;;{@xV?9PllT!2t|^hYYYM5C9(<_>5JU
z5*yzQPK6)BBjX+Z0L=-89~Po2p}n><PrET?!Tw8a&N}7BQ4e<Uf{+>VE)Ky**}M*0
zfNO!lSy<GIFGk#Zhvty9TObxEq}Dic>{*uhDSbT%ouQ;CFDfE>(*LfMAv$trbtb)Z
z7a$~O-uL15_j-1xm^-enO$Un)udwNVwp)zDcq#26yU57e`|QS|d7v<pHUfpSSxcKO
zd4~J><P`SQ#6CN0w%4^{lF1sZ-VoJb`GvE3N`f?t&lw|)_CiA=8U0;G_`_Ie3I~m&
z;e=k~EM<BHOfKJ%uB&?$;yyC@J9)xuEF|~#Z@sGO14oCIf#Qr8+4c^$Z$H<3kn;D#
z)ZhJF@<R|W+q<^(?Dwd4t?!hn*Dj+xkI&iYsovUp)5j2YdLCf~$goo8bUC~$qdwd5
z#mlQNTKDAcOdDh5ibhM*y}#LGC!3o>R>tN}O&Qm1_Z(#7v60cUZI8bN**x?r?~`l{
zxE&e3OxqkFRFNjkq8h_@YSxxV#|NEi-95rC-L*esd+wZV`0cwFoSdD^&F%*{d!n8T
z#suLN&~Vy2-9sj@1Ph9U>fWKL1YXE$p>dqDZXMxL)EzXZ3`!BK44c|QSG+^?JwomN
z<piQjH5kzvsqtyce)-fJM`t|`&%24302vjPq)Iz__L04;ubeTo6KM=_l3a|iq>M6%
zz!38Wk`$4{bSN4ZKnUg2-EO-iNFxc|1GHc!)AA=E`qr(dTl+<<z`EN+3w=8?a564H
z;SUJFeqj)I>3$|~9!9bVD8zj+h>RYQ7>lHUKwqHI!(1{*<sGWu9dn2|Co%>=)JFLz
z+=)%tUPAnWYrtqbFAa<r1(aT9?sGiPnP3x?)qSqVxYo18lB&k62aWY5r?vogfHK%K
zKK#8qCat8ZlqcaE9oWOMs7f=BIpkT6X!Jaa{GAFNPo%&b7*OdQjs<weEoEn>SwRw4
z0)ROQl44xZ46$XPxNh5Y0@TLoLR{55tv^b5F17kXYOR$4NIVcMPDH#T&`)+oN`@i<
zf<e2wuylgEv>u%R;B^pC%@qI(=xagEk<6ZJtMZuB$(~M!AjCLV6q|xVs3d>AsFZ=@
z;DdR+Itx5NZo0`QjHf=BP0gH5Sb&GEpX18wJ*~r*#RFU76CCXB8Q!TpiE6oHx4kUx
zd)+#FC3rP2r*8dYD6C~k&H4s|oG5qc>TGqr<x$>be|3Og_;TbnCqV;Y2qD&CyZtL%
zMq4FJR?AvAED%dv1ZMkbok(xUBH5<#r1RwaBN<{L{vZ3RHzOChe}JAxOEaK9m?je-
z;+Gch^4vRbq^B+#H5A^cEBxcO7LG@9s}3;TaYwe`1<eVGgs+LD|MXuR<xBQEX8ir~
z@%Qf+n3Dn{6vnjM%HVVj)H2vm;&-S)!^&Yiva`|nsMi6qa~E*wF2G}O0D`u==DCsm
z<-pbUPt=Lyv~VWnTNPN-a?eHjC;PVe4b28u<oNy;Rr)pyILXd8jID3@)K6B0MPHxT
z?A$V&4{O{W(tTzAGzPjfgY>*mbr!@EE}lV-d}npOZ5G)v_@8Wl1rr<!LrmdC(!dLw
zVPy?lYU#H{F1Sb`Yo`<P&K`s-{2xc>0T1>6$8qj(wzGG4_TGEm86jk)5ZNIT$zJE|
zoot0jiYQd}-g}ghkv+>g`*6Ac_xJa>$HPPQc+mNNzn}N}^?tryZz4@*e8hDdeRxD?
zOG)?;Lg=#(=HdC~4(Pb-T0h2I+WhkkZPSDzMWR-<flumtV>9dR)Y|OWho-jd*(-J>
zcEHz$Z31`#aVRD;T6wx!bB{O%7Rc^_q51pkHmB&14cKfPKPjj)4mNcOA)o$c`i4@d
zhJOzo#TUK_3)iVX#Xr8$VDK|yAdBu!mQBRaFre+RaaNY&K*K<f#zl!{chP(!K(KI+
zNJ<z_Ac0=KNV?NR3vOQ(ZMEKGb@E>6O=i%?WQtosIpD;q7>mV3kCr!pUg9rzQ~cqC
z?j=ew7T29!lXzEGe;1PUDddGg^Usq7IvE9BzG)KOEG*G>Lm&^{{u%T8YE1g;h6Dy9
zkXGr$#I4ezuk>tl3CVlCf~7r{LUR6TS}VkTwgi_QL$jtpcdZptNK6EWiV|zAK)Mi?
z36CE*HfCv48+0iFY7+#31Vmh9bP&NFI=;_#VuNA>_H?sP+n%s9qpQcr!O_dv-HXV8
zK13Tn!Z{);i33FSN}D1o4@ov~H6*PZnAy6>;=6{Xr>;J(!Zgt+q!JxK-nke!Z`1W@
z!QXLAi^A7zYA=CdD2~9#WE(bM0QwKQx^<I_(pZV}{clDJv~~7`tIV0bCny3emw=?G
zf}rS2L4+V>DS%o2VCmrm?#0S31pE?d&cN`12m@Y)B?8N>Bs;j@L(@eqi|fIPssN!n
zgy^6%<N_XZvM5U!gDnS#hNDEo2!(HWS#nWg#Re8)Lw}FZ5F|i#!$s){i&xx+{I={h
zXhFTf06<#2K^aMJ6#SB#EFCB;fdMDLk*z}daOfBq%Qhqxr8jPwhk}!8>pZZ2sAE8W
zOk+)-QP0aO*UKm0%hy2%jrU9t+8_L*GWqqwdF#xXnR=rVk!vlTZ>{{=TE6g6xNOOu
zrTd?w_dhepN<TUojNi^Oipv=R%;CV*Bff%9Yj?|Nw$GFE$|l2g=W}~L$W|7)LqY_?
z#t}aUU3_oQ5d&(go8wD}*|*rp0-fT#pvM0ytH?@ItqtZg*`?sOg>w9;&77y7^ZsxQ
zuk9stfY)1|hdW!lhUKfwKxEZ@R6XW6b$XjQnj{odd{P?M?lxR;d|i-fJ-XV~@2G(7
zXe~{vTctR37<{Gjnsvv4FN$Xr?@k*O{Ia-iP@VxWvCuNP9)KBZQdj@Iy|dQ-3I**Q
zNpy74{xSJ(=f%6SZ`!Wfrh?Bmp1iv!i(l*Cfcdikzq1C<scjrg5)`#z2gO6ck89Ck
zS#6JE+C1~x?$)&V6}R0lY<pbSc00B$NVpr3+xM3X550qpgR0$5Yg5L<WltH{nkc9q
z#rU`u|27pY!9`^uGf)Kg{1Z$B`^ti+!EC2@QnIj+>WDP9ojY)x<}e;@M*g&gIHSDt
zBnXbsFyYYD{UDG)IT4x~MMxR0j_dyPgj(@oDhfc62gbW>&hmKekl5blV~O`9yFf#6
zm&E)5C5J$VJ=qAubAmpa9|UY@7S6PINLxGPkBtBxxdJ&>R8jqrs!612JOGF88JmgN
z*uCdbq#!-^ZW+pONRg=dKDrJgh%Pb(voT_7j{sSq$Pze#NV!F=x;@890p(UF#uGjs
zp((A=L+?ma$x9*)9Y*NI?6rMYcot9~#G;DTSZ{kMLvhreh_XMVzl$X_<HyqNHc?IO
z1A@-fA$Mw7&@zd`pf+86D}deD5CA;!MMph=iEL1qqYCu!3LS`!s(PP<f%&ek$x$_F
zRc-;1k6-E>0xT|m4BpF;Shj7#54yfZom^EQP$&Bc)b%y~^6xJG>Ua}Th&un(Z;bzn
z!x&${a6wNlB>+_|7~i>^1H0Mo*2SOg4B~&Iuy*waH~;>QBJ5hO7S~Fb$3?@#g14q?
zCf~k<h4?$Ktrq{d*3vzore5Z6@>{`--e~>0j{S1V(a=zZ4|ToRJO3iH;Lou<uU^~u
z*vIK4usi!l)2Obyg4Cx4RkLN;nd--mS|=NQp7-8Zzm%&jnEe^<<8fWS#pzn_XXv$?
z>$xP=>~}qqeg5b3{^aO_>%)Mt!yV=2+C#H|<ui2W0>H7s-V&(98;=$K3k^Tm?4|Jf
z^5}AF=FIDG3Ag`mVOe}JH00u{V!=Ya{rS<{bPR;q^+2?+Q9fjCZLZ{nK>rwrnyQ?#
zq;x|-QAmGbf%Sql`<vGy6>rEX6kI;Y@%KK9r-&M%AYlKb8730hDxwuyMED)dqJiYl
z;q<1SqK-U^FH4AcPZ=mut*%_g#a|{R-ykLLtd*~y^1Pa)0g$dRRSBn`$uGW;o(a<&
z2~zk=P)BN0{(1`AmNo9@4TvMMXtpeZXJ)VZyA;dwuMiU!vk+(!<$_5ac09N*<g<f>
z-yirSR2U|cMiX^O!~-&$kR=Ql7X_<J0)<@~4WQRL?g$bl5+t)RtUN+~zGXjn|HSGB
zz44$7Ou2$VMo9`@MvMWC^$HF)0g9w27T8IDlrTnPGf%9mE;$SCpwXj+XGCZdazjHY
zNIO_af$T5fA!$zq>o`H{FJ7V}n4SSlK_ot^ORE@pgT4*Vb;<)&qkCu>BpRyMASv^h
zmh?q{`hO47ZbaEAOEOc4%*+PNw;P}j+suKfBNz(|)c8SBXTV%0Dy9*}146i+(9AHQ
z;RXLyijjoj)pgW04m^^39UFvVa7E^LLCE7wo~*D;9`ansCl+14p*yU@@x-?T&jF4A
z2lk=f3ohb!%-=I<vVpG^?3EJ}d0+{E7|W0%4A_caMWra81HK=5rxO62RjMO^`-W#7
zAAtkA-T>Z$JR@qWvD9dk_mJO<p<gSo$S}69fATtzXDJk(cT;CyF}2F@xLCM6webI4
zn2!w$B2yzKyQavvN=!$iSVZrrnWxgSILRqxoL%<IGiVa^2_<&`71IU~<n2yMMC4#T
zQhVQ&Xe|`z*$VugGLdux)7$6e9_v|ZZ>sh@HHjQ)G=On%-&kx6wL77yLOo}x4;t<{
zgy8V{k~eE3*Hm+?r!`mHwAT3-1VT8|W4WAAR#!L2r#C|*oqsD=V_OnFoC!P}9`iGo
z*n86OyZLf!rLJ`KeDf9OOPv69)`hdDEhm?X7@B4@3hNj;p2Le@J97rW4GuiU<=uA0
z(bBK=YrB^h?YGzim6S1SddtJBOF3~Nww&`9?r!5r8nP(t_o{WP@$>!=>ui6o<~pZI
zn-_~UeP5$8QF^K3wt4?m$2Dn}G-R7FUVB2|C~v1VK=GslhXxe18n+4y%qM_IO70O&
z6;0oIs4GuUffqTVQNGJQ6&%QnM~)lV6@B|O#u3IxuKBBM=?w~Au&b^dz&%1RrAL>d
zN0E}Vp|A1e#?_qorkJGU#h0bGD7Xg8YXqA&Kg}lqbxAJeeKffAu1P$x@B8iwY<8P}
zV3HMEU$<qKxd;1*VcrBzEjNXu;r2NE;V}&s%)bibeuYZYDLw%Ud?mpGGmSJI<6%da
z2vi#V38b4y?<;{Aln4|lnae;KkAwfW%o}Q;g_OJjdvepcP_4Tr)4Pn)qfwULLk&Bx
zLgw1B4*?pFssr(R+}%ptt=(<}i})RlqZmS%ALf2>SGhk26nRHOqdbqPw01qNj)(kR
z8NLfVmb)!59jl!~cf&O}qxAE){KUlXdyad;=89|s`@}vfnOyp1$b@(TbQ;T?K}wdi
zUNiEh^VKm;A5sH)qfu<aMt7sZ|1C?83)KBkbaPlAv;k)9q5+IF9Z|}7dqAwn4kfs8
z;KQQ1p)IAwQfpA8#?H!rYok6t607_{3>dyQU?XI}4I0H7tetDsl*^4@dFEKcC5f`f
z!A738jCi(+nZR;T#m@g}*R#s8^UAbJaUfzsTc|8)H(`_{0eXd75&+!J?s%Wv<<(pO
z$}X(re~*F)6o!I?h+Bo=SfcDQiVfh!7)X91;ckMlSJJtgu*egzW*Iq13y4fpMi9j@
z630~mwn%70%!Fn%%wz!J&CL)^O#~VMP~Qj%pl<EZ>kv=A)Y5)Vnk%oJg+9?z)K!P>
z5e`6v|KdBgVJrr5JLHl<MSv6avS<_m7ox2we0^jq;UrwriAMtq#Bi8GoR%<qNHJ4*
zaT3a23_cG~_&gO^0PHV(!{zYeDbA%jBHrMsk=_#nqeH#n`GQvq1@|Z3-jmI|7phqA
z%=^(-wE3xYi7)wOTsl1&Uk4&TMYtH(&9Mq&g5x7MVN7D*(5T#PEab`Y?;%`w<loC@
z1sHH8E^pIrM|A6Fy3`>$Y%$A?lhO8!yrGYTEz2$Zw(+`H3a3SQqbB2<a<|F3SUxWq
zDssnZ!m3c4`*JoRZ|;9E|8MkZb`3>f*;vR9eRkS@@43m16(H)}y=wknw)HoCro_Qa
zDqy><%hQFdDGq5ll16|WRuB2U>=(Dw(l*~eT|+|C(`9;Ev{&Oxb=*20R%#S}hO&I(
z68`m!O#x4HbG-cjGPet%T}X?50Mzd<$+ZOH`(lcny3$NF2IAox@$f)PXejU^<)u_7
zr6Z<Eh=gc#6@eo=2sJt)I@;}4>g{$GM2`Q^UhmO|>@x=Wy}~5{RgWRje|U?%g+sOc
zjmCKVIt-_ThZJ`ixb1Ms`qHyC0oSll<{bHZHehtb`%`P$l9!h|cK<gGvkfN<_9xOz
zROq+H{=vUX$k|8vG!#@bO|WL<@$$O|*#tBzRjl71P#fHTjNk4>RBnJeXYJf#?cAoy
zm-A4BV>D)+%7BOl(g-8*1$a`bC<QN^Qs~=rwo6EQDEd9oF0Pv72EAnQupO{`f{Woh
z>z9X((V%+&n1>6*j*LJQpPl3eco-4SdW>F$VHN=(V}@8$01v0%<+%g|&=nVe`%(4R
zgy1l#*MIRq(tmhJ83uq%5_R72aO||%5ReBA9%@|cTt&!H0=aL@BtGD<Mx-6d+KyCp
z7yug`Dscbvvu7$v)8DK79NOBl?zEOjkyQWm*}(!L@alAL^v&?gTd1SWq~-RYq%E4|
zn*)?>>*X(3J77Wj$stUY<apKiA{+1Hb$MO7*)FCAtaG*%Mc}F+FK@2Lexg9Q>cC6H
zmN?Eocy;%lOw|V?l)C@k9Hytc_*E&mJAj0G`2ayQ+dbN*rEpI3XkXp?i5JXLVPyZe
z%3|H_RQ7p!%BWL{wazXO?91|HDX{G8kv(x4VfKW&P3@81=!aMHqfUNzi=Ka)|Bx{M
zp``Y1zxx{_b1!Av##PJ5>*n{@&Cg<;{N5Npn+<j`*fsR%?;87(6w*|6aM-Toi#ZtB
zi7L^3o3DBq%7%=elaLT?X$Za9%sR2NRl;9p0c+Zs-rCv*`UZtx{`}pVBvUV8xNNB!
z;CC=}`J&(D<;y}2b`JKxxAx{5y^LR2>v}HMb>T*zB)p-Y0KMb?4O@x(iX1<NOSmCd
zh%q#0KRPi?jFNPunt-3vEgAtlq<^4Oq%_zaqX@%iNfT)nwZBW<vhC6@;wgee@P&GC
zhkojAsfdUKsxq>3QOeVSvw-1Kzq=<sM*acu0Ws+{egFj(-5QiD76JXh^?+X^dxg|t
z!|MY^O6pWPJ&0xKH!1OI@&;IMPc%!>05HzD`~!vr8q^qoTQxF^;YkNXf5rI6ZiEhH
zz=<gtWZ%<g3*`m`wFiKUK4c;qrguXOqSMyXz+6J=?yf>cS^%$8CWna_kQxIl_VRhn
zyA3K4m)wseYl)bpkhhD9_7LniN0YBW0<>b{io58wBPCUnNj)?w*&~|mF*LC#Nq-p`
z!f}WKg-n3K3rWD;3VA`#{5=97Vi-7!RX&~2@T<ow<UZ-3!K6#Y0Nr^9DDpOZ1SdL@
zh60A7)inU!cH15a?bF9aF#<r&4cF8RKP46dz{BgXcLkZ|1gb@(xQ=u{3IUv35rGta
z|G`Gkv|<-18cu}OOB;ogMmakGWOL;<*q%l_waD4E5a@<-0Vz`N-OmkJASS9r8oUW`
zrbbF%jDn(3f~UT=hnr@9cOMYm00jyZHlNMW$fM@ss`J$K!QMeWwzZLL@iL*6IH3b^
zTIGt31F*C>5osMbs6;-1Tof)JLELjSc~=xaF=C0#Uw9zDXr>;8)7lITneOuM0|DTS
zzntw~B2T2BXG=@S<aF!ZU+10<P*QJn2Sak-Npl1W4gmBj-+ztOt^34Io;Us3Kl^CC
zo9an?5;yd!FR|N?PfPALI4dY@lK|m-mhEzy{q7PFLBRK|v})&g*a7%)<Me!JZmfx7
zk-ZbQdfqv6ty_oS*bg)WVtDwQ)C*?+&Gj6N3;3g?YPNfOmU8H?+tz>@{<7PGUahJ>
z*f!;??ba?zP9EdvywdBvoYdVaLF3m>bQ0IOXm@Mpss;7y<ey5Rf4$oLw|!fSlj;38
zF7-3FJOouNvwvmf)FohO2A94R18b0MTm-WRdZhC##Tf_XF5~=GfFPlNI;X>%uxde^
z1~&;cC?)-hW(yCPI4T`aezWWSW4rNpN*Xr&gVzPDPAA<EfVK{6wCb8yh}R9kh}<Yw
zoKN8h<tL@sLq#Y@&6?5ZLUgAxw_A~{#Ed?V1NEuF7opw!K@>gUqSte9y|tQgu?3rb
zOTEI12C%hg7$BpqjhTjOGU$rjwD4&oFhm3d#z@e}k@gxFoy+^=4}3?$3F~=U)evQo
z#D5yTsj3~sxNaq>ng{^B;=Kf|OY-KT04UN?uaf`|X}bjODvCs2fR6|M7UXpMhVY)`
z8keF|pP<8x?2|F!$F_OTJLN9YjgM;6K3PkpT%^A~aIF*F_OcUSYBXO8s`|S7fJ)om
z*S35qsLlP_@bSW*M9+Sa*B^!J9f@@2VzqX6NsfijT^RQDMwaNZY+xMs{&ME;?iDz%
zGdyu&hbx?<u_#ecWsyi*gY&5L;NNJ6Ja5Np`&ic$7ic>O+@Bpz&h%M<C3F5?Pa2y2
zF)%=gg~Sw_JsZ%rFYBfu(1hdQudL{|fl3FcHvt%C>_4e}CO3#s^QKdW#7qe>JD5^F
zK@8f1PtZmJsGO5ZOpRK+w*3T-A{r+8c`@E*RP0eaadbvGYXed-@-iwf=38EAMPAmM
zyxQjS6zaUWz}&gO*8mH88w>F=P=RH(Rxu8}99SMI91!n#ZCX^zDL6pl414MXbF3hW
znFmI!12bGe#58*vec~$2hI^KQvI`N|qZrcL6xiP!EI@!?`I`|>#!P^ihz5kh^u_N)
zgUo{M<}~fHX&({McFt*-B*ViFL)e41%>T4JpgHvcYYZSZfb?E+mKa8&cgJ8&jiA3n
z7c`?6G^T?Rys&5wO$sDoS`Z<*1UU%H<rrp<y^4^GR0F!%uh2>s9#YQ#e8qsr2<V#h
zJO6{@AcoClYrxPn%^BeDkafgp7+}l#p2Uca8!DR>elQX4b-Vw5uO{}kCY9i=OiP0<
ziNAE|f9W#*=3$aHbkczs6dKvfNI8@q*C6u~Yr#u`;qS6~ZAGih4*`%56m=UuFC)!`
zf5#`6vW*9tLwmv+Ij%-Ir7&Ih2d=>fOCyp0tZswndLb|LW4{^bejVzYG!VF_|B=oh
zwKpd}SxAl3Dp<bKm%o7s8yED}aRtVd4_Mnh#W6G#(WqRD_oIVm+wTWYe!dUFpwf6n
z_1DIua*ve>Z)w+@R2Uf2l2(Si;}skme=9%rxA5<M^M~IzhpyPDJ{ZrRG-unWqWga2
zNg*9xOBBRtp4F63xB0b|{vc~7Ej!8{TdaNX#ir|lh-}3Pjpa)Cg$cq1SWS3|&4J0}
z${kQdZ9Jl`RWb3vv3=`rCjU!cQNvS(iiSDg0cb>xcp7VW>igHBwXx{t6&E0Az0tXb
zXn)CmR07zCb@I=<{9|IoJ#zOLY9RT%#-C`m$Rj+0?;%oB_oLIq!>@Lqd}Vy{e8U_6
zor+Ai8C)(`Ak43$wpkHbm^&K@p+@(?{4m(nD_6vy-|fCqFO>6P=D6-Brc+N$H-z40
zbj7dt-~nIm9VWm=rd9UrMx*D5MgxF~(97Y37@D>Ygl|$S8Z~<t8%GVk0LHeSEx4r5
zSI_QVJ$rK|g?G$A@9KbmQIUwJknG?miViKS4ozHFOgxGz2?5P9gcER|0(Mp2KY6`X
zGAWN-*-Bm6%3V3?#smWkxJ`^{i>iRm3b_h|zH}f2Rinwf5G=}Mn;nQ*viCEfgc$U!
zIb5DDo&i*xAN{l2=@{$%y$KHnBTSCbQX(DmoQ&J}2ywzs!m73E@K;PkJ{<yG=5%Qh
z_Q&FA*ai!$p;=VI8@?$5!te;l_9YH%r8SeGt0ZX-iq(F!f$HK5O3QaO=}?w*b5X7y
ze=`wkW;tZyJffIkzC#I2p9YlN$Y4|g8({G~_vZL3$?E?5PF%UH_iDHgyOnm9D5^ka
zRPhQX)+CDerfVbQkKB=x;5rQ+l<(0m2EbBPu=7oU>{jYKQ4!#Zc)x{c#NYBPMt-`-
z#`#x1a|KQ1J5P%)l5;0VbaY=~(%a{how?#Eh(yb+AS0AK?&}>^NaR*b9cC$F-@)#z
z)jWVAU?Gjf>89wU&1~7H^wvP|RyhAj(E+-Hix7b)p>Z)Orl|HIz96|0>t8VQTies$
zGV1o?dZa){#<`_FZxi)xWcn#|-R@OS#0d&$tnF`*itL7F=yA#wxvOA;XrT@1(t<}t
zD0_V~_s6$K&(FuY<NCI@#3jVSjt2$2Y};=pf7#*J7nW~+)i2*%RQ$r@PG#7_kNQhX
z5u#%Mj&A-T7TfXLo12F)QT$owF(6vv)@KR;l@iyS7o*_nYUi}qTW;L{u@Je}+sSi5
zLcRDG5m@52b9K`RY?rM%r?&lb(B8lfk~klIdZ<kGg!%60463`j?(&rP6{zpaQ9hW0
z30AQSe%_ZLoIceksXRai{j<N_Z8A+_&qd1iL(=?#f~8qVQG<(j*qMpLnTc($z0n-f
z=m|ow>S<B+vHhKW@5k$wi!PFxify&~z6)c29)&QSpV<QGfc|dS^I7cAALW}F0=Ej(
zPMojyGUomWoX8k6Z5P^F1_uAZO^PtTwQW8<?aOjis8VkYzx*+sG`zk2tU$%@Xcl|=
zD(arrb?mw4u3JUrLT<)FZn_O8^F1b7TLz9?*op<qPP@8dk*sK$uymz7|2uX0uUz6^
zx#Zue^H+*1f0vgoQ&uGy;f{!Li>C&LwSWSs&Kv#Ah_ob9-UP~S$rIls82^(%g0%e;
zY5TEvd%EQEJCnC9_J?}}FDdPQF-Y`l2V4hQELghky6Fz<l@dog!bu%G$r-dG8bK}a
z(Bw^M+^U1%^Q^=UQV<_wvmT$gba{p0mT*q9W(zS;xG}JVqidLb^wkM)MGOX<d=XSg
z>KKp>94Sgns7N$K9J5;x<Rfja$jYWXWJ>MR7-e`M2$Aw|>%Q|W9#le-m8&HQiFD$^
zMf6bv%l)We$#+#1^Csl^^{a1abe@qjq&|2?8Uf)c;*|Uo#n|Ic@S`(fPcz`X!3s<e
zL@2~^0Qd1#CGVmUmYQQqCXQz90HhS;iG<-@7CgkgK;r`ilysgZKjvcs89Q3T4I=Zx
zPDUn+6h!!k<*#(H5K9{nl2Y9P)>W^jO74)ns5cYp7*dTmLRC|Kui?F9et@nkgR`4g
zr^qp45z(`=(X;c>^YgLubFp&^XbNpb;Pe*c`GM=?8XDx9XJuSpV_B#4iGOZJCPbPj
z>lUa14C+LH)PM+7{0lRnBqs~tO@)f$k@e`&4t%FNA-80HR)V184Z#N3SV%lo2&gQ8
zG?XhqW<=}zn0!!Fey@ziN8M}s_Ci^lbFzTrXF=wl)G|r|=n=|021fz-{0G|0sE^7&
z-q3U)-fR0qPvVRuQ3EN<Id5n0<xW}Wes33S^a}GqJs(1+XLf%59%WBxnx*tGL&o&2
z!nCD#=)E819~@6nZsJim3N|z_wU*z2xhx28&v$~}xjctlAto>sn(9z2KuQweyg$3{
zPCp|-!-ZJb#}3_XX3211Mc~ho195e)^UhyC(W#wW*fpx3GW0CxSg@4;ZQ@g1w}ZTI
ziwct0QqO#UmJNW1cXvgMVU<J5HaRkFH5j7gPbDtT1J<XPK3GE@W>eQ9RDT`?0--8R
zg~od~zK-MD+W&XsIxY_<99U$iLBo&yKhgO4;@=D|RrQ6~ruetB5feG$D{9(uc&_az
zFIp6VK(mP@X06=Nqh9ow@pXXu?&48db6Ak^aKRVPoO-XqrH82R#g5gL_7=8ReH*#&
zFde*J^-$Lk8WD=pgqlX1R3JxyKVyIk1TJ&I3ee%trs$JSd)E9MzlUK{^l<FOfdwX&
z0(84c+K3v<V6+giw0VSoa%8HUsA&h`>fw)wZjG}Cy7vpj4xCnPJtXxcifCb!v0f@g
z_g{a+MFrFN+6^JRM@V|XMN6Ya#F_W)CBbr`njw-ca=1=!Pc*vC-JVpe>}A|y!9wBk
zgz4GVR-zcHqHa44e9+QBaw{f|+dC_4y0#=E85NO6Ewml6<V$j;9UW;>0Gu=CPWJw;
zxfyouRzX>LyfXantQhHvwXMyHwS^=5nWmN;zl!Bf7_t?VdkDREp~WDakGZ&+i9ecC
zs1%<_AQzDNq43MqLDDP>UO5z;=I#y#1xIjtqj>N`2+6k^OOWX16qFU!^WRo&+Rt5=
z?Y7fUD?HGF+toO57iB1xaGoKsh?J-<kBaUC9~^{$pLZmfFl|7cp8~6yFtf>)ZpKND
zmPFj{4>{Dpnp<2h*^F%ry4}`-cPNi(ekzW%rxEt0Nyc^IC?rw2;A%o6eL971fb}4E
zWb2kNsV>YTw8AAjbW!Tq^N!Cs=Ld{5?wI=W6|L!L|0}@WHF&acu>E~mV$V`|(XYz!
z*XK`T?Dtiw%nuap=G3i!1b=9`)V`c4PZZ18yz5lTPR%^cIq-Qlr>%`g>Z6iyDVJj1
zhzRemL6yOIp{|}jJD0zytIR$jVAAavm_X@_W?qV(iwMavT93OPe1~e^nLI=ZtI8t8
zg#kT<Avu6pmonMR7njU4+zDCwW+Jbq(g*Z;zik)@ezWK8k0sT9A!YfIbcK%v3bG;v
zX$rDzX^>F4P*v&@bxp*hVGMoxJoFH!d%E;8J?s%dlJ!K#gv1hexiDSHuksqd<uy`Z
z5xG{4udSLjh+@SX-&lp@E<~t`J#7{BM58cuUrz|Jo%2gHJ>1an2mUwa93TfL8jM!j
z=P*e$OcNRokIa!br{<c0|ECCRKy?~8yAj&O_^6QY^cb4L=i;_UfYmfmpb3PF(AVKQ
zPXkd|2p>9I9P)D8tZ#w6N}H|$43YZybR0uI02reIAUqm1a85CHF7Tg|%^@g48A`jy
z#lb=XUFFa`!6CU+S6_!dAPz514%MPSVx=o5fWbaP#6ubbR4mE_FbQ2FB!yTycg~AG
z*aH&WAt`A)!E0{PE{Q1|On71&?H6uuCaE|{B0d6Ig>1lp|CJz(?g=D|ATHvpnvlp=
zas(`^D8)eJL;J)0`TY*1vYyW`KPM)D@AH6Y?V|L{QXpK!grwSP8gRCBVCUa6LnD9^
zNf*Kc5lQ9NCZw8AiAzfrK1NB`J$C-?>|Ey(`E_2FXm|1_>kXICV-H8V9$O%zP@KNL
zPr%E-(8G9aM{o2%e|Ry+cH)hxY+7Tu;5V$d&L6jje*%35oizu|Z3d5ae%_-kb=5Q&
zBhDJZGL8pTy$#U4aX@d_5#X!cvK#I5)xC0+1q_NY-7UPg=D>G;a|;l$H*`TwpqA`E
z&GuSYqE+a6C7?GBazvUHpljQ-Zg=+fZ|VcnTW(~AP9dVwpMEu4gx`rnFPtd<sI<u_
z@fP_tdpRU9FjZT-0=!4Q`q%L$e0XU2Thag>*yO~m1)9cKn@pN5AjRy{?(ib`yYVyO
zf!6mria>gjC9>@EwiDf<yB$Fi-2wEemZytsEaAe$qX9*^XW&}SM*1IfD~o;J29r{i
zj{{Qe91R9J+|W-%^S>Mab^6s3#bH?>GI4Z3jsqL^(m+(p0{m?A%ZOFWNIpCl`gLw5
zxB7boZ%K8~oVmR6=((ym{_}-<MuM`$ovE2-2}l6kYK<6rksfN8I|sKr+sk~1qD{09
zk4D8i;JxExF%*558Vpn^la5nDrc-xJH^=}8oVGuD^<G!?9f#Ry$*1{lhAhg$l$^A&
z9JH~N6j3zv#drYgjV3@49go0p*Ft#s=^v(`L;9e7#^3{{zyrEKlbhm4%b)Krf4;r^
z*=iXG4EpkhFnl6luI%uu25dD>2TYDIxzPX)v@N?b9PBAMRpkj~rO&CD%$eBasaX2i
z2>t2E`sv6!zy(TX?aJ|WOweR}z;1cKczJ*s3jxQ}qr2`EVW1{>;5Wem7_fQLEZO2m
zi5!6x2R*npktRINhf#|yQz#b3LG-@Km7q36Sc&C3#Sxi{a9}Dc`GrY+@0wzHJN-E7
z;XJ=_IS;;w?>K|_obpa*bZEzby(-g*y~-v`&tg_=QsAa&=-jZPDLRxuBFHn0g{`KJ
zyqO>0p~zVFMhv-`xe+@-#%tg*@)Z5%vv1VfSe;%DPWkx2-MnKUv;rJ96;lkyo(|}K
zS873XirIj&m*G^;)O6iUppl(iqzoDhh8B`6AjC>3uaw~FSD$bFp0R3Re38<lJ+?Ck
zw`BLyoQ+tkT5CgI6IPY7dE|drlYSU`c4*OCQ1J5Cb>4N?@mD{!=M7RXP4|2EBdN|_
z5~!)*pfwNwgib4S!C)UmesUQ~c!6ytqqjJz5p4I4>VDkeTuBwq??6`Ey>d{O5Pe!S
zBk<bCO|OD}^qHI?I~IJeJ`6rXH4s3%>h%j`G(y(JCimB6Gokb?=qjbhh7|X1Jv_IU
z<ix3pD4a<?;@wLEUgBcfXk=t$@ov)TS<F>1NKK8)QcI8TLtme`kvOfxtHwEEcD6U?
z2Y=q=D~18-t^F@;L(l)zSK0l$90mMI*IRGBmT|kiNvO~(+_kIm%_(*j1{24xt{%f+
zOZe0uKLcp8+nP~_#tL8X&m4}<{(O7;R`K6lO~yE|M}##m(A#ZeX=T;=pVqGs$d}Vo
zyZL&2SK(6cmxIfKkPr0%h0pd0L>+ui>T3Evtj<$u-9H0ooq-w8{xSOf+w|*DJw@w#
zJhvk8`1@xl-145yq_z3<J(C)R`lrVJe+oy^)&A^Wyl3#|+dR}CTFA?6rq6y7)BG**
zVl(UFOVusGDum^?BfakIqYpDqpE*DJ9~3T4$}BISRy!uLw7P!*5ke^`i)^rVztf$4
zr~ZR{)u6+@xy`vb-J~RAaobS;&7qUwoVSmfaK6uvIvf8i2pHM0!rmf$FwXdcr~+&M
zI`e04!lD)9BUO6(b}+`b%xtfi=?a-S9<s36($QMcaz5f@f5gswkD2)qGrJWty)8SV
z89iWIKtodi4>myln?O4>fnX4#NJ%zHQl2t#<!X85YJTBrW#MXR;c8LgB3|ht$=?!)
zDFJ~2naO3b#a~L(3sQ5FT!Y=}oujFbxhlE$#R#I2Dx?%81TyLI#c6?TiE0~gvJJ<E
z;nHW)X(M;}1Du3Nnd6(%Se1G3@c&Z_uc9$DK5%lIJDNoD6QlqSXOoirC_X<Wxqz|H
zh@3}2i$^!@_khNi6(R|_4PFJ15<AchICkBBG$25b2M9_?MQ9B_Wpq%7oG+Lu#2x_j
zc=o7(pdX?9O~LdFjqHZJR}~)^kWmEmAPpA5(-`~MPL3ov^oyPx3mCLY@*f@nsOlLa
zT{Qe(_~Bn!6<thj2#w;Dh@%w%)5Bj+$1P9ytr8*2@xh*j=vObx6JF*CInr&pv<Z(x
zUbwBZ*(7Kxcm2#ytcEfXK41bIw3gOB$F2+L86XqrK_v^6dp6qy>R(rU?(d+Vh@90`
zq$BSd<QihVtr71A=Qf#Qh&1RSV22b6o~+ozlDKhT*@-1|(g?uRl63(!Jtgrf5e^)M
zgpz|aNHsMCGkiDg2yg@)U_sMz!*@R3dj8&q&wcfYm6S>eNzp!fFU%u>2$vg;ygz$s
zn`^mLq|tA9fcG@9<&nWZHQ}fh_pVTOZm@hWiGo0EeW{M0bKk*G>h4g&az;)=6}-G&
zFbIfpY+K8`NuNTePk~Fzqc)#FM1Im(JWic*e)((LNPf$h&;n^DIR?n4bZA0RqMC@Z
z+$W#&Ju6;&0JyDbbNnSU6>}%9*rR)MaR=ueH2y&(M8R&co_IAb>~7A*S6Y@w>|+7)
z;*tMhl$>WTRNSz{CQ!LaPr2>+Pa3WZ?ncilUeBAUx7D2Lbzf=K5=Y%v`nQ?ap$aWM
z&nl%dcc#4mn6rHR&8(&GyT+%%A)}XH`a~A*)?Wc3kF^NJ-$%~xPv$ItogAsXy}S3%
z(Pud)V^IQ#d^9?5QJ%lP+PSHU2ts0uVc0kY-Rrj3(X&Z~IVIP&ss8Oc6!A+IJZciL
z7p;md7rn)564VDIH>)S$g7NDBwK*U^DCGKQVV(7(&&>5+O3k$n?~1>+S61^#lyC{v
z!9^uIhs6d4mllV*#(D+}#WRxl%xV~TnL68JG2`5q7PiK`Q}hW0ffL;u6x89^@=FL)
zc*MN8bt)u;$h+4f!Mf^O=dzir^|oz8I>YZq$EHsJZK_QSj9q~^svAN}kS#hrjf8-`
z+L43Kp8W$XWyw;8Xp9jJqG2;2H}zg{Q_#cv^8PN)BN4LR-DUOeqJRJKgVob%Hu+~r
z!&|a_-6pJt8$|cY<LI3s{L)aLS@2|sEABaX$)?kwWd@hjYs13`Do!#eCJy)-J)*A2
z`GsiwFu(2y`YFn+J25NU-6?9Z7E-y0sE>Vya}vG1r-v<gAv0nE1xev(9&o2&w0~9a
zzKZFnV<Yaop3sP!Kr~u5P=NuH5D`u-9!4MB+TcMXF^5pzv36%=VnYZ`Ab71NZ)cZn
z<L8pz`tBo|mug}!-(<EnWAA<MlMi_-ne*R!LDjfDm;;vM`thCHp}I66%zSVa6ZLHk
zy(4hIX;2$--__!`esE;Vrv3%~?`|W{CvoL~vrDSydsY+uuZ7`qoo3KvA)@V7NgmT6
z6##JoDC5C6>=P;djGz_Q7n0_&2gUByR2A*cz-`7y?-**j#xg;f#S4TP50lSVtNXvU
z0<&mwm_b=wI>}e5G!>y^gn1AnQKCq|k*m>jcX;h1BiSVX9T}!46m@e+;xRcb!(WJh
z{Z3x;RtVZPbJ;b!IWJu+2rvj(5?&5!eYfrtbbWa|GxycgRlmMaa8dgHjI32tP-VlB
zx5FYjf9T+J?NLIb*sJmsjT%5SRSf2{QUVrVTsvT6ildP3u5dyup(U}$s}UVaDJE$Z
z;qnn`zWR*8{SBXxfkuLQ2u}={F(;I(fAlFIoyV(LGr_OW#GrIb(u9>kiNX;nQp=%?
zp8RJzIo##M!~#9i2H#&2Flka#)AcY%Hfc#3u$LF7*Z@&aiU`5-2viYibWJ(E3G~BO
zgc>wYsoQ{F#`T_#_=hd=4@}}804oA{q@;~uV3!SLq)vnia5pp66=v7jJ^;ktYs-b}
zdBJ~`8Vu-a@C`Zx0f)+;qe&5hwBakNu)PUlZXyoAKF~F<KJbt=`M(DoVBdQGlL{N>
zrhCC6@X}IXT+uZar3bn}S5rj?Ay)`D*NFAam@Dr*KQr<>x%1-U&IM)^gBix0j-Q^6
zACnIplMuUHMnrxMjRO3u2w9;1`yN0F-lPWx8R#@`4Amg`GJ4~R=-wuh-J;7HsS=GQ
zNBc+c4G2_5Fj~>u?y%c#K*+V8*D%|x5EIaZUXn1Ils|}N=;+hak9IsJPCTZW0s(Oa
z#XoW*X-R+)87U73lJtRWU!)TYH`)_8ceLT$!&pr$*QfkvC3VT=E5St@;A*O}Ksbkc
zS<z_ad#_IEY*NAa1~w=mS43o45`>7G78)O`-G$)g^McRkW>U@*=^M>urYAB%E9>6F
zNjtfLey#|k#ng|8pwM;^>7e<;N{LTPpU=<#nV;DrCl%zO`IE^cl<vQvO(8L|C!Ptc
zD(PR9@A+JO*t+<@c>eJ-Okaf6NQm{0FzZW+ykxPwL}4{rTOZ-~8;15rO3Q1kRqvGQ
zyMkg-14>?bwQkup_L=e$#(5dMQ77H`is42a3J_xWoxMn2e_CGRUNOBRJ~vwq83^6&
z@x*srESyCAtKS-=nTXl-*2;jZg<A*eex~?gZBV511@VJAhEmghV@rl8zTS{{A+INy
ztG;cauz57QfTvqlaBUgcc|6<gr2tAVDy=onhucm!xGWpK*Q`s#cW@A))pr}+rBYyA
z&S5T<KQ-d1%zIE^H6gxX-ZN#lBDh?gWM06+^q>8JLn$X~I=YtzyS`xzLaDWXW|RM|
z_pqQW7)aa2SfqdZpjL7I?q26|^7lc3oF%`eBHAXkDy^FcL`%wBhP0XOXLmi!lL_Ns
zm6Qm#b-{<XgYL%^*m>%@Yc_|DTbHnrgbzO<7kIJyuk_}2;&T27V<tZ+1yi#YY~5I_
zOncn=IS60bQnHo(n!d}BcFxe#v2mQ|SI1=Z;77o<g)Sgsq4Tdes-i4#1+ri_qEJMx
z_mBJ|jQjH$35jXL9&m)|aD=^%2Nt0TXus;e{i;8j_Fh+fNf+jhDV9k1sSSfXKRG93
zOlrI)@QS_N83()w!l5KoQW$WLEzzmdaSZA$8s^sC@zG*sQ4EQ7c-isIV5Mfb!|5aX
znmR0C1vYPvi}J{58+M6?<!i8?7O?;LFBW#fV&;#C$LW5>*}m}E{?M7{Fy+%Es;7yR
zPmhV^l}KjtNFMyT$`-oHP6%c?3f__m-ZBk#Sq<jr3g*`c?z;(&MolOj&sYTh5mBY0
zTm*8Jh-1Y;O7IzKP+lv6pa)q>2f$+_B3a0Ze6Ffxgg!|lL7j9(Vgk|(6qL6~1i1vl
zI=IS~)vZe(;|LXVS6kWNZw>6;wK&RoT9Tr+!p5Jg1*22`&WHZ^#qaWVWlCs~Khc%R
z_a0@5SD%81?_=&nnP(r7`POpF3GJ*O2p@_3!98r(34<+bijbT)h{y@X9CwS7C3f83
zAWPR!RcLr8DU(6@Sp!MEBqX^_DiA+;`--dfNoAvl>YJA_fg9YpuN9w-A4DQS0&x23
zyTMVQ@5zZ>O1}+)wZ2l4K{9rpdb{?^D_)Q+QvLPS=tI`Pvi8BLRxt!M3Sxfw_EO-X
za5ss;#jc;EzRc6<c~sH@8`RDr-OV0yHJn}NhF-WYdhAPG<0?V+^lX8Tyq%Qs^A{|f
zO5iV&?aH6vOfC`|^l2ezyO+h)FAbO?Os@x4tjbQva!tDy!S6K)3Gc3GyosMc^3Ue5
zwf@MV#6{3pNIMFW9?*|AUo<qw|I6lC_6yE6@4EAzroDuFlUQ9oEu1=?w)38k8J8Y6
zA1+GI7;fVV|0zR24onVAK*h5J$6u+4uC7Q15G;ZlJ_augB#hriV>f=Lf6DgcgplYM
zy?xjcw0?BrYKOX+L$%<J$E$2Z@qc@lZNn}vBoNoTu5WRhmy?LFV{Ef44PZ`O4KRk`
zjs}lmw<P}EthO$zHJt3XS})tSo(8*IO*-|%jBkagK0p1j({qg3X^rZxr;ga~?#Oxu
zhcz)PUySYTs4mPr_p!d7%Fa$mvDRf%fPGm|G@lG4SdD8^H@O{V_c#po82l;n<8iP(
zS8$R?Q<Ct-MvmWR=HAG|cAn4GYJBZtQdM%|^?b@9*5+F?1E(M2WzBuJX0UtN8@T;H
zw^d%~2QWW4$Dz&-x<7xGxyv3%3A!K5Ov>0K=pO%0|FHFfn#8b%O5A>Z$$GEhB704-
z<{p3Re8T$39`G@80DL;QXb&AfY1`)DBtu)L=gmF;a{bfKH!WI`RQKog<Uiy~?d_Gq
zo0=$|jDCI>BO@=>R)>?z(WD&a>@Q-Xk7AxK1bOxsvWJ{6s|TKr9c5hDs$6$A8o=zD
z&M!B2-#%(Px{RrKo8O3C9sG8YS`d6a@Z(KLz}v;PKP$M6E?@kq+k%PlUELR^o++gb
z(*0J?zMH>3_886XvoR293A3;Do2yit!Py!-Gq&{)NG%rlHIWndLW*P%m&8>;=;Wm7
z4x{|XlnE^V7QHGAjVJv1SjzVy<vx>E#qH(Hj~)Y~l`<cH<^KFcDU@~fKC!arcqIBO
z<=yfJkMci>8a_~@vmaDchOu*XeJ#<Ve5KJ;9WerZqEl_o&U=R<^F5IsR1=OaA_w(3
z5751b!lBYx+WG)WkJD;liG4hvXAP=DrkT(XoWm8l1c}~pnL=XAie#BSIX&*2;Hrq=
zw-OR0l{RGF`g8n_oYZs>-s#S-u}4YGY-Eqqf-_QYOtqE~`VuX%e&|DwvqTC#Ay`0`
zgTF$`>M(R$*Xf<G5iE_5)K2Qk5I5;a#{mV_U;L~Splmq={W|V-acQzL5W1p~CPJO@
zw2F?iaE*s>&Gh0fZeCeFURgO=N)UM@udJA?ETeyVWITgCU1w)*n*Cl9X-qT-JrNtH
zk*1c`;s20@>Vj`Z6CNEuko+zoI)zftIZ&DGsk4rb^KBhXU(+<fN3y&RX;PraEauQ?
zWG+J){OkJq2$WAVo+FDphvGSH<50tItR-ELt!jd1VO4yLrCxk!{5N4osUFP+R<dk0
z%S<1(3bSYT2Wx~PQy#HWJTHSkH?m+L7A78o0ILa)c!web`Borw_Z?KVtr%c-lzveC
z+cnZ(h(Kb{9z<q2<K}B@Vl;M0`>|j8C-M7}xrMW@vwl9AI^S}pdPrG9J*n+5=KJL4
zihQ9@`1%7|e|A%3Ol+6u-P;DEy($m&{p+&#BDrJgeyZ(14pA9854g{<SFZZoBJ6uR
z32Dz@@zo^HUDtkZ^1j9zrU<ATR~qvBqx`4sveQ99O%x*VnTsy-Bx~P2;(@qP9$;l(
z)Um_qdG;&oH*tB#!2Xgnr2QAq9bMv@TMXLcy??%(>?)7n_0P|9LwUCBPuI*ib&tl8
zu$^Db9Q^r2gsGka9Tx}cdK`T@{~7j(F)rA{h+sU|Eoyfu9~SK4u-|Nuad=pG>9!ne
zOf!ah9(ZD*TNfJUyIbFnR3`|Tz1f-GM@0B5Hm>()sGvrHAAfz_;AN`k_07OqH{dz1
z>taZTrHZOY?t|aJ4wiA=%lrdTYA4Hkg?Pv9-yaRw!)q0<m$LKf749zPJ__;QUwL)&
zW&d-EjNE3ckw>km>s_M(vpzoU*x{%s%~DLe>MK27CbHX_s6ZwN37srV9TMSZSQZSu
zOzZ$Mh3!3HHkgQZ&3`YvUKsz#^Xd`nr6cVOV^r9Q+?y=;g3IUlb!M}LzD`pCvrLFV
zn^uB_BggOL3PsQ2k<)~aY<c6RN=f69@ZH#a;}x$7zo5XOPKs}dLnkE8VQ<;xYu4EK
z`fn+2cRa16#oC8nb}AF=Xk*d4&RPLY2Z&~uzh`g0QZyv*TKZv0o9Bm-#MF|K27gC*
zQZ9xcTP*xJQ40?G<*w4qu*(g79~seXCBeQyaGd)0czsW57@YIc>PP1-$oX{>lK5L(
zqvQ)g!RJ9g?%C7Gj%do`3XTsD>MpYs1iu+6CgeLZEXn9dU$F>PK{X_<`R0iUjeVa-
z*^qD%VIjhh9kHs;l4u2kAGAT!NOcE7*jKoQ*vOT`@qH)-mW@!;&hnK-{ON_>HKQ5>
zQ2>)&E_5Gxla|xU#9#j{UrV%I@;cxyiq;lZX8il|{jM~gABsV4S651=^qv(xye;9~
zu3eS0+SW8g^5XWA(@XUSt?Iaex3>-n4O9Ds724)=R#d)9(B!o0^Bt0`R1ClELl79)
zyE;g^p~tE*+`y_d4H4S-P)x&@`fochTVU_eac6KsOUhtjDKxV1p+sUO!7WQXvQDWL
z83V3hn~kLS@@K7FUR-aF`F$z{nwVM3;EVQso207NyeXWH%ddqkbO2|`g#rIk#q01Y
zhx72sJr%KU0S{emy$YIsNC!1O#)Y2D{@MDGG0G$GI`*YJ<zChP;-k45%b&8_WmY-X
z(q;9vA9LN;?on`OZ55UIno3e`-zVkuK?@GqagddW^rW-YXp49D=u7$Vn>88=)1>uk
zPJ<1bi;8P$s$t?huX^HpOaY51uKQm!?>lb<9a=CnCc4wLGtfcYxN1{Ela{N;J}R0t
z@`db<Ak}y10GFgCp$1MX6rQ}j5`!dt>>W=BC(21PF@Zv<=(Ca0+MnjiG`XKl!MW3r
z+I+FP0?%)_l#SR+koX89&_lT6WQp4bt10h~n!FX*Mh~K=uLKo;FTI8t*m}sJQ>m{1
zB`I<GcJH4OhFHNdMA=Bq-+V=?Bbo%jK{4d~M!5Hj(Q`Mm0>gUnYe+Q}R2W7+EtCd|
z7tTviW<6(kVwOl}W<Xb4dT0LY#_91!@^NM|c`6cEfi!LLfn8W8`F>uXI~<z#fsIZy
zw8Js(=?YctLvGm5<Y`HHzG;)JPXbcrowvk7vsNHbYT1V`!q|A5)#aMSskFvk6W%V0
zA>esM2$t9>qv*P&xW7`<xdJghCpbp006`CW@YhA4uCydEXl}~`b7;0aFI1Jd6ALMO
z2A88wM#0Cp`oV~e^kd+k-r{oRmUznr#gLFNso2+pham6RFqu)%28Uf83WxondT(-2
zz(Y?p`4EZ!b{|t?Xo$hlNT6%NqR)Wuqxug_M_Lvk$SNUL&~Xebxe*rrzzQ-|Csr9A
zn#syG%FZ-oU^ZrOAVu3VMz`9JJZPACp!iJWb#+eVx13RBkuCC1^$atfBJQ)MQ{U^W
zFC$7Wt3O|sm0kuuI~m;DnvC80W_5SFHih{fn>gQ$ov8+1YxIm|4W`+NV6e*~3>Rz=
z_A$XlEK)mC<N}Ld&Eiu?&TSY=P;e~Q;X9~ildt_tmLo9x0%HL2^GA;D;?F;;NevgM
z;v-7`?X6A8D8(_iNQU3@XWUbIU}_Z|(MwVBC~S`H6j+&){^l5K+tS?WO7pu8Fe4qW
zUb1$NYr}0Z5taUaUxi2Yqc$sMThxXvehxbQ98PIo+)8?&R(&z*r()Z-{sIyG`|wl0
zScqzx>iCz_^^g!~ux&tTd;Io|MvLw9%c`fPhr40z%&@iR@hyd$H#Lz|SH@``1!0Zi
z_7+PP*ZqlBn|2AxD~Y&oJ?s9nDvh`{wToNFvzA8!-1st|r%t^|HM(BC6xI6ZW+DG5
z0+L_TRvRlv>w&Eq8}f4tM~WsRa}_;=w*1C7gL>+_#G!wji<Jbv<}+H2#UC3d9ox}I
zq6W0^@R2Y^?jbd<Atmu4C4OlbW8Ta7uQW-9aoQiExOt+Xq-sYr6F34a;U;)W-2_+7
ztG6sZAx{3Yj@+yc%jd<!J5B*a3IZz#wQyi_q#>5S@@zT+#iD~NVmrN0g)It&C-ko}
zw<X?MgDHnOEre}WqS6$wgS)tm>2N8=$Q?5c^BOO6wAcGZfv&_GuHSp~F2`ik*U`>b
zL?5q-o`gmI3<cc_17(DP(?h{@M4@<i)+8-UxFsR&UjfQKa$wAh;)P0cO;g_}_T@;x
zw8PP|k|l-AD^STEG+n&i-^?09TcDAY>?g+pn^Y7)o#N0JBE2Hd(#Ai26REakwrnie
z6GqhQr3^P~6Q_-Zl(lXX|B5fKgfG9Yq<&$+`?zal0W@q;ifU8C6oNYl1Sc^*Wfrr8
zUQ0-GWNO{Q>SLND1C6xlASQ%l(&2`6iB#GI7ksuAL!Jr5(m?YWHFe@hiKSmw^E_-B
zp|?_ZaK5~SvYGd{UfjxVY^1u$BtIx%WkN(i?U!qL*hQVZ|M~v@s!~t*lKiXSI0y7x
z__XM#j8c`rgt&p4Un#u>k{}T0{V4sGgU)*lmg={4;4f3r%%7~XZd{mW>mjilx-UZ9
zR<F}`_|gm;mMWYL+>Rjq9uBw3&S-q;$n(M@i6UD%Z!e|v1i&A)huy5NUXl@A3p6Tc
zN0hQ2uj*q%`S5DamJyghd`d7&PM(9#G*<5qPY=zlXck(cTP%_j+Ix^G!fdp&G;JtL
zc0M_ubg}l|mtLGnE1xw3Ay`JjeDbgeHPWL3XB1YJ<2Th6zwmDv2R&~+n@Y_pnXH^&
zr)Mc+<6a0K>_}~e7YehaK+|^lFUso%gL#7w#EzoWaaRaf=-EfFcI>#9I{sx9;(Gnp
z+nb{b;~UI$KmKM@w;hk`M*TZ&T@DRBJc<iwZ^zGE)K`W19gOJqr!K`c(#5@O3BXLW
zhC!C*zFmxsJ@R^L-BkN{_3!TwNiytXhDL8W-Y6=|`d6a@?Z!L4h!;_-EiBCWo<2Jy
zz)!SKDOHzvcnjR!UP(<wm!98vim6$%t0+v@Ju7?qTIlmz(J!n44^rlYb&rSRMoPhb
z>EU4xFTWJ24FAa5+?itbeUo_QV*vTgSTgpPERBwFl>P6#g2KhqU6$E7nU;FgUI%95
z)lr_sFV8?vpMT{Ea~a;sask0=Me(H-2G`FH)sD|sGY&Zs*FP$@5$b+NlNrqFO5ryp
zC9Vk7(5rvl0?Ui2o%1h`n3?K1mj6f7SBEwEzHh@e*vJh80f~)J5h(!ysf|z(P>@DR
zMI}U0T4EbDIxIw5Nohp7OH@)M1ccGuHDK|3KHv9v{}B&44#jQHeP3r>=c)Y7|ACVU
zcEZ=y%;&adU~SGP<@(GHM;WERUn<-VYOCG{_^VcF->a88{^z&2Y5mZ!q+F(78AAah
zV5W!@Va_pJ7H<S{H|vo8!E(8MomAJe=z<BC)yia*r@4wL<()20Rm=Q)U(daiU-kIC
z)-ztWUU|>NrTEIXt_0&8{USP8Vy=Xqx$>ELZ?m`8ITHE#AIGsPUS~Yl28M+u<Unr?
zfy4^rZdGuhAUYq#-e_{ZI2+C?fiktE#{)ZG?{N{RN3d*8{GqV@dC-T@gbsVlX?R$E
zh}JMZ>r0E#BaBmnq>eCK<QvBCx3p&;W$n;AAaeXoD~uxUodpec2j2=-Fowm=v|yOD
z>GrQdJl<T2a3QvU9hk^+(8(M92?#nWo=F(N`qbza=--*__X9Ev1!9QJLRoq-3<C_J
zwI=GW1$EAcu>z}%qUaV`d-12JymQN@S^g1zbcZdFczCT?BeOsAced9MCME_Do*C2w
zPC^ug(`_dh<OM+(&O^0%LG(QOEFqye!gx9wf<Dh(@oG#X1KCCVSfY{cgb<Ujdm)hn
zbD<J}IwSe1J0hYxROg0P#iviQgM)P+oYWB!W4sSjQyIA+S`ogX05*AxV6cQKU+3X~
zU*#yj#(eF<opk-zJQw>f(t|YT!6ax511B;mK62rDI?}L>6UK4^wRoy`jSVc^q9q&Y
z(KUo1<4k1VGU%BJi`kmd-OXp7MeQ&!=ZD}Td6$t<W-(ZCv&${$x6WKKSY7ks9OrZL
zukRfc*!<-S^s5steDNn){q9>;GnXu?LsQp}6T<BI7PwmuFnpuxRWt8o1w4OpOntTw
zC!BnV-?u>W=d06mBSd4L+(_xyY5|%bfiA`i<I)D+*7pe1nV$wnS67jX(C5!ZzQOO`
z$U1H{J1z4gE#_vWq%c0G3$i?Ggs@QBw@c5VX3eeZOswpTn7H1z6?D~5{O##mM#b3m
zPHjfn2<D)W-c{UN!RgH61<S=M8kX3{0z2)+$62Z@u3K9lPTWV=zxyi%dD~NeX{R)6
zR2-y;vP=uv_`<4Yl)DLn@vUm9;|D1w_1L{}p`L<&%^J09-z|Kobkv#U!>tG`iMl-k
zKq@tjy6yI?-f83q+A|tiySwT5`B5LX@d-8B#v?=0jcos-y;17xbGMJRimESONhut7
z%2X*97nUr)9Ft(JYsd~|y`HKfr*=VETt^}iwu8oEvoes~P`bdH?bu&y^B&V8^hJa=
zJ%t^(C;dJTI_GlU{#(hmUEYf&@7p{$6>Fwe4|@nUDSK6Cp0wYcul;@L3f=yPvb-4E
z%m?(TA^yPZL=M5wN$>vEG8g-M-OqPqhGR-1n<u4JnC*zIjhD{3LU`Sw_uTY5Egguz
z!{NP{Xd>x*#kZik_j=}Jn+p)6qIET$MuPi7T9`taW*Oucr+EGOvmmV1{H4pMt_wlU
zlZ<{%dPOX?tbr##DXUf;`p-QUOk_;t)z~GaZTEsK51}3YebZZBDUD@oICmL=^oJqN
zJ@)J<37CXqcZd$LI-KbrQ@`m9h~#L7dW|7>xa*<L7?kf2*vb&0HzMvH8?Qw}K(w(R
zTM=c<mIK)9#M3C5)V3{#ctz@l$sw*(v}2wDme?*Ai4b{Y8&8bpVD)>XX=j}<$}>M2
zg~OlKf9VoDfjTV+&MejYz;j_<DH_fcApBL*v3X7A-+>Qhe!BE~X-fL}X3rD<@8}z)
zNy4fOvi@Q04l{QEav56j^IOn+nVn5}4Y?l=;kH>t`(t~)bfwgXCEkR;XiM)1vAx|l
zO|XSKoqy0|F>VC8j#1pB<<{A_XwEH28(?x#+9rCtT1xK(Q}Hf9Pc(TTjobvA+<VaG
za8TIpP>XtDoxp9)D&5F=_k~o+=3}j2{3|v-29&Mw8(Tbv4HnlZL6mj>*soiP{Z0Sm
z_8$NG)BFBMp_HqPLTsAzIrU+MU6;A-!4o|AYNNk|N)@+Kzp6{#OFe?;VH}r<TfjYs
zYze|B4Rv&;bs$Q&T<jb#&`p)7f4$r|(VCfmmN$Y`BoT_qF2`d~x;SmjUWln)BV-K;
zlv<l~p><&Pi!wYMJ+y;9;qBcvcSksHt|n*)a9HYc=}5*dLbt&u1e~QnPwN}_x?<l7
zjQK8uwm2Skx81cO!RWTG6DV8)_92>so`in{=lF@x&6ZFwW@CzOqvx9$jO4iTBXRd_
z{@9=8F$FP%5k0VcWla)R*JIZN(Npo}m~QS@vq&7qURN-b{*^ESjSG&D*SVBQYvn5L
zi32jpq-hDr3?~PmL;D2k_2tYtA>A2pE4<+Pz&0KI5{@cdYt$L7!smU~)i~;mvHqE%
zpPb(oZUHU4mtV_E*g&*y-b3vVfaoEgB-$-wv$Uln0&w(aBapIJox9F0v*NRPzZmbE
z{Wy^rYf;a=hheuDs$2|LP%KzH;j$%4LX1Kc>xBg+Q0c$W#2yyuzibi6^fvSWGi)C|
zNf!;&FR-@omn{LA9!toVAI`!iSMbPfN%I><w1nsQBPnYtz8yZv_!($%0}s*YwmdLT
z)wzJSpn)a#L)BC;P=Nd%T?QPH*QG(N2k4ljw|CzDp5aNS(*HuLQM5S@;Mt&0h!bQB
z8ig-A8#|$QVdK$IToha1>TL!umM}K`u-o-%y{GHF(4t<#-pBYwg$&uNX@8W``ktz#
zjQDEQ&OFfi_sDExxaOm45w=FiG~l+m?`>=M+w(2w6_@>RRZx4l+!|Z*#tpg-_PkMH
zxizzbgD6NPkk`a3rUM3tbV~}4$&_oA=ss02;0Wyq+SnRK6YC~eNKnhY^M@^LyuQ+q
z(z=LsFRz10RrRJ$eOlQ#$3yxSi5zBkuXydBsWuBf->24JHg3=Qo1eaDki(gI*G(J7
z-#?_9c$nJ1Lt=A8yKH=NV$C*JJpxyl&~17?A)9sw(0yfd^4C<XyVRtAQG<V~SMi@x
z>j$DQiz>vo;*jf`Pm+dUHFVV#TQyyQKJoqsB2Q{3_UmR&Hs_!DHujio?$=yel-we;
zO}wx@I{E5LIa?_7<m7TDb%vAA`6e0M!zMQDr=uxL)%<|H7Xj4S$;P+B+a}NOZc%4&
z-9Q*Z27(;&41TA{au6+v!y;s<4tEkDkOz%2rWmo;9K1|LSfhB-7XlwGQ($`^{$hYu
zHi`aIN7e>fa-qm=c%pd*Y!w-!k)@K65OcM4#nqSEN;rUna%q|~7h}0~KQSnSM6FS*
zduPH)$I#<rh7-WR1HdEofj+2m=QxxdO=O%y21f+L5DyqSWDHT;Uulj^wu=|t!w%q;
z3~irTK%=vb$IxfVW8ZXp`N9|YpJm+gq1Dtah5ftFzC12n)PJI7q(RJ^vvD}<K4?MQ
zsIlW2iFk4GXk=2Rl72dI4_*?|gC;h(_375YAiy!^8tOVTMY$<T2qSyWLoX7Ng6w7m
z27pkGov5)R?hd&7*~wsZk<O_xxyAE!!edT>zTln26Lo(}GLEWQBbkcDvB~W*#IYXr
zv7XwlRVa;E!<o>ev{y}oy%X&SSn16Wo1rI2{(TM*qK%^aN-Ox07qk15?QM}Zhg{Q^
ziI4yq9Wv|HYivuk^i1*f#dh<3shc%t8$|-a$^W%UJ8l1SR;df~-x`d@wq#H)ZOZ#B
zWjqWCnB+X`ysW||Ib6mZ>?e9ID4sO-P?JY~A1ZWDM7oJy3z<wi7l|ejEOZdGtFj9M
zFvz}|ZssvPS(}b=JA`*TgzJ?MQQgt^VltyfhZrj3b-PdC%!Zv4_-tE&r5F<q)cav<
zeqN#QTV`#J>%Y2MoBH@vRiCwDB{X$^?)x;F+`ok+9}k8!2hcX`nodvp;ms#|z>aSQ
zWhVu|BM0A`X(yktr>hptr>pJLK|53N8B_lIJO7}_ri0-|rKTpYg`ux`Q>w2>n_1dN
z>_V@6X!v^nqkn%JmwE+NpGiHdZ}R(<!{+fM@3CQQsj4FA8@&DW71Z13Xk&T(@5t1*
zv8l!}dP(~K&gYFZioOk4-zG%0F5Kz83bfjXRkG^vne*z$QrBstVKtj6Su5k}s?5h7
z=GQ*lpL!y(GQ#cin5!~J^<HJwqJpbQUGcS{sV_3ivfMsP?+@-@Ca}1SyjLhHd}?Jk
zp)o!7?HfbWD6u4ckV0{VAH)f+3tbyfe^vHm-DsMWIFoF0W^d^+PifCq-M2DY-=X%_
zx|%n3sr<+r6E`&-G*A6K<5RWaAGj7*=yAXAPOku;;J?5BzLgg|tE|ZW+A&4!x#aUP
zikYqNK}hkWQ*mF_pOn26hZ8_<B3!E<VilETZLAHas<mS@W(mR(X7I+7b`0uixMrb4
z3o`{Ct`S{6`d~e4xAnnlg`<zvSJkI~Hxx|@d&i#2D_D6Fk>~d0&b=JEa_wHswPFp`
z;=T{YpAEnK{QWksP|t+B^VTltcBKus^WD&eAKEV;1oz(6?25nyT4Ky~F^}CbuM!OS
zx#(`OFdMKj8!#~&1RFD09wq&J%PEGS6P_f4lbJOgLHoi3y9A@#Mjuqf4Y+x8S#?(F
z?sm7$X8V4D!Q$Z&#80ddE!}Ox5>~vNFz5Um=d?JB5+R8Y7cpHFCqlkP>&CqrW)a<L
zu$wc{`?m)4%O&5u-}c`WKA@nR3YJpBc$r)F7ytEZ!JIRV&t<-4z+qbu<jf1)h-E;5
zK+sxLbF?vlE<J{MgCo(iCoY9Kz&(-^jJDwl`6#Wsnuue%MnnWs_ckPzv6b;&1fXOI
z$Go+NL1e?X72q_wxZoo*I?k0u$sjrg4!&d|zN{RVVCJZ8_ieb?GE(mIC%MmqXva>S
zwfQS2mMFwaZGo<QT*t>*;TH){&+D{8u0u|sU$xkOL`LK1yE^APe+pwzk}t{;m)Ry@
z_zi?Ktz{O9Lg>X@=X-cp)0zrc>*6up8#@L9JLO`mc=rc1@LM$E7*Q&1l+aPYGW!<b
zSwpbm#z1K8+kEZ_q=F^YC>>#!m|vu4Y?hb5R>?#}-t)X9c)`u*&SSeK_EjqwzB^f>
zH>05JX?{iT@R-u*HJ)=U)mM31QIUdfIjR%-K3;D(HYKNr%$iE`b}`R~v#6`0;H%#m
zUF`&)`MOoENRDV!rW0bSHKh$I?W{*Ne<JHjdk(GdPZJj45Ohmwv{JQ55KfU1So1kC
z&n3?+KHi3FD>ZOLta*S(6%Vx;AU$Qu%_Vb_j;F~?tH_UW@d^S$U)0C!zBT7PFnqGI
zc{r;sc-~)C5AJP&QSU5B>|%MdF*<tGSnf<p>x_hZ8(<s!DNjxpo0Q9r*Fx?$T?48*
zXF3Tt&o-;pQ3hY|zAWDZa0%sPesek%bX*2hjiJ}^U(5CgbE-mu_fM$Zio8Hla{CA}
z{@L-&0Qm^I*ffDYa;Hs(1bR$wrk%R<lb_TtYTO$qP0fba-ydndg7)xxJUc(O-PE+%
z+k1QN9ruQ}Yk~By)cnD&P6^Sr&%vM&v2B_hb{0t<L?>v8q7Y?2<7w^ZhXm|r-r3x|
zU$t8kAhr8sDx}|`dx$sqnqS7*yy?-0=l3HGt5!TxxRZW0lAvnJI#=!6L#p$_s79aZ
zPc!an$W})hKIWy-P5l<F`Q6JI@$Rf;65#s`VL>DM%U%Z%5B;sv)31Xx5wJg2zBZdr
zENp6TMi-LtKcQ-!H#jbgJ;WU_80dr7kZS2}CEE$2hC~~d*`7T=^IG@*hZ*zt%~fJ1
zgDQ&FPyDQY6UzhE>*#3RWjx-3h{LUAzeC>>=x;J^oIa5?8oB(ii=b;`=X)XnIYfma
zXmn3z{uc29zN`Qyn^3gc=y{tb9cWw<@f7Ob3~It|pO*nNf`pk5x+sLbsK5PrMFm4S
z5<U7py<vB<#r;W{Xfj34!l!+#<KY|&-*3=P5taT~27bB+dG-43!s34(&5z>Q($AyX
z{I2)3yhXc{=oP7d$zbx|*A@{#8Wqpzlwyt2j=7VC<t;(U3HTOtm#^K0isz5T^D7?)
zV>`L4XwQ!c(G|h^tvMF$mrFWFrVN~dY$p7^j~$hG%?AyV{NI^ujh0ih{7zyQy_8Ze
zmMGMp5>&d-Pi35^=JV6~qy$GMRA;^(>$%;1tD+=!!G!a*IIGc#{sT&9J_`bE1SG~M
zM$B`n<wU-Z`gB)QcRnALU9Nyb*6c#ZX>@xsA9kT#=<O%AvJ=7Fu+YLoz@C(ea-xBE
z0Gj^;6>6?2OM%nBw6YgKMBp-grSX~uKoBq@ALSIxgom*YC*+4@v4~g;a%O4mwZ!w#
z61XlwL3mMFaePGF@QuOD0AEHL;`UGE*fEbGP-3+WzqE{0c)A2m_R~y3s_lR=us*aC
zFyjACz=%0VVgc)oDTat*4aa0+b(MCRAc|<>7z;3X6=7w8KN+#mLTF(GAp@{kq%xU~
zpGz&<aa8^|k_^yWH#F6vv6&0-nEynI6JX%N1rQ1Ab~jMGz~H{pvP&?dfK4EP90Dk4
zH2W<Evc1RtUtuCLlT3e#Y&azZe@fKilmmguV8Ng(Gb>1mJZBD_Yed3J-k>X1#wu1l
z2k1<!rTz{3fn%OO=oqW$k#W5X>p3QIQ3ri4yl;RzGRWUyPWs7^t^ZJv{!nW}Zu?@_
z!>%rigV;Pd{yr!EzMMaHy7~3lUup#`0<Y%o-g7+uR`%PqwSfvPr%1RnhzBJ6ea1L;
z1<%fjLU<DqM3EA`Ou^t04M29`??6WkqHBQO7{O4$El>ptE)pBh+QYL*KY0C3cXRJg
zN!ayLS4;FvAI~1VP`X)TDeu?u<zm}v^`;el8u38<iYgyn%bK5MQ(x0>2_WxrZnKiu
z`4{ZNQb<w$wMAa_pWMp+|H8$|oWHGa&co$$?1BI3x?Nyjz2?^N7j)+L^4W}o-S~H-
z2R_f1hRFU0*<OAlYVLvzzy5-&348F($>4glOjG%Z;XMAVdGq$F-9b%3vj?s0B@HZv
z9b0OCjm7N}_T9#42~iZd8jX$u2VQ;}o&+tS0rSo%ZM%9Oo&};MQ2`ns_$6>H-tSkE
z3S^wN{Tp3#Lx`LPtZ7H#-tfu*X}#6b|6m<@RQyrX&KXMk(Dc%hJ$%xvjE27gmke@m
zgaaNQl)?ZyAxlD<a{iDdR99C=7nS`74YTDqX%x``&9Ho-9~a7&6DC6WQhyTF9nikf
z!1Rb@oVt~pktLe(?oFE~tFR=0Bpq6}<2A<0-q%tm_`;xlcZql@AFpM-*ILQk_x|ZR
zFIvb^Gv%akT0LmrF20$zHn&AR1;)o9S}#_eyecytL|rOHQ{qcCsO?Ee%4t&bNwtgy
z>EF^8?QrN69YpT?4Bt}o-HI*UoH|)O>5RAYKbXn_`>+et)MIHAIOO5FpT|<kX!Y~v
zTJB#+>7F9A`Zccyp5$&~H?^r%{a>J}YSv+vYxy@1*ZZSd{{2;bQyXc4`n>5t5e=vu
zvLY}!GE)7mmj8m)(<0~O0w-&WdrG#J@=?^RqEVyCWUGPPZ%TRh_>FhhUVFHj?5-N`
ztqw`WT2+~cd~LV>lV<Vz$z`NOk<jJhlp?3pl4ny!(@h0@8ZMLde<mA?vplkzLb5%|
z88-Qg+HMQ*C95+b9=w|Q9iHRL?=zJ;;pG~1v~m2e^!Zev>t38|N|jCOM8K<8i`!#k
zB~$6g@4LQTT~N>IyYS>rSi7au=wE?kzp&)m^Hz(@X|-Jm|Ll97UE!Okh!w=3UdA^1
zbu|T~24Ati%03>W?LCwrXb5%7rB5lCe!Tki<E!Faq5MD$0A8|&n6G$Q-ri7rSU5cJ
zy41C=-=*(Y$NXc=J*StyQ+md`*8jZHepxJCuA*&|W%fQtJnGB>!>YJ{K&Tl<I+FiA
z{~4D!<|{WC`P)Lg95k&QG?N`#`5anTvRcQDc)uaua`9#YFalCwEOJ+0Yyg(Xg}}Vw
zMPO7!K;1+p6r%NG3j+2Qoj`@I`w?M44v6nQ+~6(!jKKgp^iocigaM2Q;WX|>F_}K3
zvo{(>gs#&EAF$KANE-{>ZDmoK3NG+O*&w7rn#~NthzJ1$T6Wqq8JocP1tk!Kp<zyt
zBr4twkCTS6UgwzqQ|P@t$p>_Ru47SnHWl`eZYWO>-7%*92rdKxeYef7pujI>O<LG6
zaQq@`i&fpwp-V+Ea2ScSa=_rU7EV~8HERZj_a9T}Ehd5BeJxq4aF+pD`_5B?XGJ_9
z{Mq21&Tf+qxvV|8?n|BU<Da}RVZ<+rc8pYdtVmaG!o)3sC`*D!A4e%2jTmF01#sgF
za3H{)*1CZ7CE>dXkn;vjnWU@>W+tV#v#D9V2_wmAQ)yr+gq6{6xmAVRTnj~)d($rU
zPa8R>m6ks*xCtt6<h!8v)`*6qz-_os{UzXsW=Ns@Ybuuh0r{Krx^vDzBjX~TalYO0
zd#6`gQf^&|fsfsz?RL6O_;Un#djvE~s6P7-AOxCG+`u(OqUU%K7=(az46_9$J+7BA
z@JhcA-IE!&<tI>~`|z9LtL$v1$mQb6QMLoFN2hi6S~rhpnk2+?mE}i3K68s*`0A>d
zsR@naLYuD{>wihd)Z2E!SmnxtiFOuvdLLR%0~pW-H>QzRzMhV2bDuY<4%3q%jULnM
z$)_$y<R_|2LEi%BC}9WBpQksfD+RuIMebN8rl*%2=Z2T>R+ty&h+USy|M^bryYGas
z>x_($$gGp8LM&=eklKF=^{p~6*SE-rk)Qy)_qsn7wJ|+_Zg~mh0B+%t7|n)#cz=g*
zjp!|A1#v-PZR7XX_%IxF`rB4({Y0b_1B90`4uhEx+sORv?@OYmfN%B|VC^Zt4S~do
z@r$!AYWD3W>0T7UD>7HiOK-Zn;z<|x;bVvht7Hs`+CzbRFJm)b#5Us8E!kQZGyWqN
z;L0E%AXRSw-R=6^<)iJWcf+IQ!0&ParS2P)D6g&IzJ^iRy*ooa6VIp)`v!B}1zm|}
z*tBn6qZ##(2po-#m#@~_=19evFNJkE-qL=fLoboVMb=hWLUw%OEtkC~DV9ead_WT~
zM~HG<*H&hr-^I^DRmdQ6h@}7<6<_$wUa=z`0;)&7H^Y=Y;&@66QBLg!3|k_+G*qk@
z6)zDXUM?90nDQ^3K=W~#5D-`BW&BeaNOBlQzZIZ=2^;m@d?nmwCOq?n2s__#9hHxb
zm_0zZz*vpx@sMC~7!GmwrPS?gYyK4x!~hL*!`_}2f-l4oPmrJH_6J{tJLQsFx#k9G
z2?<aNd`Ffh@*`KTO1lgc%n36>6ew@BJzQi^B?q6?<SK`J>i7y05zMuJo9FmG@3F&g
zPed*#SUh6YGnWD2VFiPLCuMz`Wdyy91Hc}gogA=eOPpu<BuJ!x|JvpzcmlX3Z{M*0
zknT!lFlfb%z*wE}z5wXrQbq+i<t@M;i(|W;cUTYLwU&t1JFUbdVAN}2ZMIiI3aBee
zd-FbT?Q3h{;8jqsB)94TWCAoV1xp8-krWUCc-05Mj|@mXiEXoYKLp%01yNhgs75z_
zB7a`a1GFLp=&pHrNo7C<gwhV#fzQd3KSk`oANI9fdD5ESX#eNNgRrv^voHKtRQ!*N
zzPglTKGxU#_dv7#&ds@J_vbY9=kN_(+KXMEyTa${!rvqxlsd2V=l)4E%x}#6Qk$J$
z$7$kswSw$ox$=%Udzn7WLagudgH!HE%9lSuHsRwl=9wX}Z=TT+Fd)rbd+W0c+R{5O
z`N&`(R`-y|tcXt7h04)DWWa!;%GcULgjzOr%<zacr}_~~YbZcTsh@?#|C@Y90y2J}
zTYgJTE=I?c`!=n;qG$$XrM))W0RtL4$MOsN6}h7*pWkU`-CyA+YHmqy_vH0Iqcd+H
zxSMSH{GNNAjxPQF!t#Kg9J=;ulFR2XkFr7(dRa{t;4h@&guX{%51-E>Ge6S3V)E@|
zFYCoa<Jk@$kg?15r~ezQgsRtHjDV$l0}hh=UQPa)9zzphF~cWF;Lun<{7u79w9f&-
zn8x<h&I_8msVF{52py&U?ekeNd720wO#|JuZ@|z(IxmVO^)$P$VJ*+Rt-B!0uxK|x
zh1w-Eo**F=zG&xEB<r}x0or#5-UDL=K3|9banHd?6nIH|f4i|<b<z5xcFNqbXBf}>
z2X=>OUqx=B0d!IK^|0TnwCy2!poDRA=g^b_C&})Od}<MN7;6bJxQ8On-PJmrvsmYk
zFYIe>31(UR`ljc8QsvY4>tX;^?o+-@W}&`pS*6Y-Z^{$+09j}Wsk;Y&y@Y<G@Tn#Z
zGZokg5-7LBjiHTZkzyQ-`oh!%R5=caLq|eNN%D|3=mpVs0@0eP$=pYO<6`^LnNb+3
z0}Xo-BllLTB`H)y8gFc6sq0jvrYNdD^i0Odc_lSHeWIE+7RFLN6?pWuUn7vb-HHsN
zkeadN8LSYNhK?7a9{Eg@4<=-2y9ZCOC%bd#AZj6&w%$ICJ)v%C)Y2y6w<wDiK3HE`
zG2zITcCs1UKV5V3H|HxdUHPTY^wj9lx*v-R(t9K5;Zom(zP=LA*;2Rh0O$6uuO>qm
zNACy-3aO8wE35Oc78d=+{-ae@ePJVU#l>kXLfi;J$^dY6dDyEepc7gKqB^Ulq?VE6
zN~R%Lrw@|F_wQTEKPcvvP4ZkTKhC-~Y@Cs5k>XTxN7hV>^Y*(Re}|o~dGQ^`s<=iE
zPCb@h{wcHhHHrPKX$+THu~ear#b4$7{~F3G9I7h4>uO%v+#Pmw;O>t4`!lz;E{=g&
z_|<nf{B{Pf71rhHT=LGb$C;GA(usg)uZEIWYE6dL;$sch`GuyY{?%sHIuz9v)pra!
zDJ5BX_BHG`G;qB+-)XNu$eq2SH{@lOT&I#&GMNAThhk+4n@w$ax|;TLp+hxROT4-x
zd_0+Tte4{Lks(z-`tjex-p#7VL%UGmj-Y0>yF9Jt9p620JFcs0kbK>9*dVEUQzKVh
z<|~_IsMUm{o|~-L@EWI!+|_sasM#pag|LrKc`D;2p;^3%et_F}7v^D5bLqk)ui&!?
z_Mz)xk8XtL5(wGhZ7%-yS_pBNvlfn38M3dH4Pg|6ehLOo_B)sG0}whqhG9koVFYQF
zfISel1PQame-CxY&LSe;{s!vuB*dTCpYVaqW-;HCG3VKdu#TUL_#L>!rI<pL!xKwf
zno+wrn;bj%qASV^B@J4#9w_H2!lI-Q&nR$d8g5U94$yTFz{CZ*nvbf%1+=)4IC&<u
z??SHKZgJpKc*+9dBP7Bg!9Cr8cYx)rhOGR5Xj&-99YBii#A*yGDDxi&4q1i@M!<~e
zHKC40^GIT$!ZMN<H1h@5?I?lz<W)Wf=vZ2CDFpLJfP{+)HtOOlXAh3)GV1;+{Nf72
z<0%lh8HbTIk=11Ztf@{xnY+Rk94Unf4<})eStt+QsLLJr9u15{1NlH%)K+$?aQYqq
z-N%?=;=!3xh@Wk~j}ncoilSuheoy)`_p9tslj$4$-K{TQ9KCKw<tkpK-`3W?VQlhP
zZXaFAXRK;~K~?@++^3Rzgj0e5yGN+s7X_ax5$wZnUM9s4v$E(UP~MgA*Ii`7cA+hB
zBdU8@(k!9wVf#U896*+uO9r5J>7lkp$Ff5nZdFGo;Xy>GY|!lCV_yH(KN^!(*8Wdk
zko&53lz2uS(ApOrI^fwfd;yNg0UL*DQbJrIU1D>{xGU7GMSDALL<Cr!8|r@<eq@G3
z7WunX^8G{-H5!_nNt<n?QzL5G6M$l*3nDT9M5>Y7uk=%)_o$dfyLAw48@&G?SPuwo
zml*&?w4THNZjEiY-Ddi!=l3pnwOdWI7bWese6`{o8%rhcr@YkZfu^jcXEl}Cmt?AC
zZCs5my?OX)PD@L~u>!*(uJK_$lvYlGTT*cuJ4+`>a!q_;>9zwoqjnEJ?b~0HQ6Vb3
z{FP^uU2+R+KeEWX)S{L=<83U}llDkyYza*(qvF}W&@s@*vS}cW{LWs6H)nDqWJZ7<
z*V+%?S+T=Y#mDsN)-w<SaBxo|N6#pdZgQ@`hSFzZF>0|`%z*ylgQ5W%Zdf4O3KVYF
z@=-&c2C~zU<wi)~yj_o)e8sQ30Y0Rw=@QAry4xHr9l^I{cqKM@*0GtrLj41v9m5qQ
zQQ3q>Jn{0_40}dypuoAV`EtT|f=EkiK;&tw-(5g56D}fuY*-AhTREsatln4m*&}Rn
z$NZB?X|R(IY<BoaA`~cny!c!p-p*M_by|ngF1rJ#KwVw|_t)WU?(Mj9%UIqkWA#H7
z{C`%?U-?Lut+hS-kyS=g=eKf}ayWmG@Y(Cp<XhxVIze}}nsu}6Lc7tgwSbvSmO~qq
zxEDgz<dou^6JXQhA$M|+N#%$K+_V<<W*``<{TQl+Ql_D_f!`M5B0A5)B!jnMF<r#q
z9E7JhV?l@!W0*up``gwTV1YjzQ$q%`Hn$w}%q$~e_=sDPq1`68ev2$PCtgt)@BZNV
z3FQvCVUWtcXovHQF!Swe#?Uflb-wdIe9IaXaW{Fv#iK~&qWK&Cq=Y<O$D8&wXMn*@
z;frJ5<y&{mjPaM1S->zzOpEx81x9R!D`wa6KiBO~R6fcQqzQG%=1;(6^Sf3){mnY8
zP%uEFYnSnScdL&1DIUiRi0J?=mY`$=&{i-ZI`ju%kY~K6PYx;205S>_W3!~&jgp$Q
zi2A%QXAHLCta#sNG+a2IDLFuMN89@j3lF2#Hn7BtvVJ3@(!kp6zCZR?mN}RNO=<k@
za`O;}XY-dKLJL2`w?kryP=ESEv@&x!&7l@x)b1((4!{!v=PXk1J6`FnRzH|X_<1P-
z{z1ZrMhC!xcHb*RXwSXhG#shbO7?+I+!!<JvpEncLr*U%`&fXR-vJW-)jKOQ=*M8$
zuaUCvzsqDwXEJMN%F1Uxlu&gZ|GVV&Z{_Xy*T}0&!^1q>W=RX&7N34f6OydiFVzWH
zx?8O_NLJasA1mz^7zLN@&3I>?IRm-WGK5)@8k6~Imm~+7jp`0&*3#t)MJNLXhK}rG
zd^Z&EM`FvSGdZ+}!C;~8@tlqD?k={h8us?T8O~nooigP3EhJI)H5f)16!k>YoF4Ww
zV$UBfC<@`<z3;QIL;B<~2>5667sgMJ7TD`g)AmVChArSiD#@^B^C#iYoJIrj?@|N*
z{$}wBxa8$`syWr+7#G70>j3Do271%>HJV`hpRbx}Ke!WnJ*W)t7p?l3q@LXBlgz+s
zZnrZHGVjTRhEufEH?WqiXs2o>Ko6FA^u}&C)o%BOrrb0-=JZ0$@r4+Y3*dS%qu;Tn
zw%%H_GomGIoLSsNf(Fq=Ohj_XIZB9vEh_emS{N2M0{hSyCN%;Q6c(HW{N*x~_Fu<5
z^J#oV?3u{hv(3Hi6VhJW(LK$+=X5b!oNGvXD#*YgL5_r9iRrw=J=x!R+r|NlvG7s2
zdBI+j9_!vPB7aJF(%9eMDpXSlK#b=c^>ffFHNKIn-Te^@aA`7%6?BX`6J`&?BiiXu
z%UGPVWGO7rZij#i-nIjW^$dU|!#H>=Y4j}kR&>jMG;A5D%}{bXiNtiCionJgiE~G4
zfxw?dKXd;1DBy9&>`^bVWx1`b@6AP-$-0Bhn@Dxi;u@ARGnf&yw??BJ%+ZcWgEWm-
z+h}+bwX_sX+vCX~uY9$m?7V>o(RTcsPlp?)gGhbPr?96xjY`e+{%a}KCD@?T-S4B)
z<kg<SBX*>($7meCs`q4gG7kz_<<?wY<LkEf{+Gwz(v!z_DV9C~j;t5$P(jQ81_v7(
zi#^JVLw4Y9HqmbX#MGnR5^N3pryuyEQ<}owr}rw;KDnv)HRorD7w}!qKUekk;1Q44
z<C(GO@V5;gbv$yqEK7dB%de0<XJhp#OXRQRyZ1J4(oHhnjXG9VecTZA>wBi}kkRN^
zmKji)|FZbAXU9E-4@>Lv6aE!$>a~4A`a5NxA2eip*H!qHR6TSx*)m=uZpI}B{&R&N
z-VqS`pr)qa=j6ECvP^2qn#pNuk`i<qV*A$qE+;Ll>Q!NZ*v0n8dVPvc6)~&(Pt9D?
zFZ8BoOX=M%)$Pw8d~}s}zxP65%HM&+5av&+)3Cm*>G$gPgb&d5YZS4-!&KXp+V77y
zt3GOKcwWiNy~ENmmiT<Rd-UP1r=XuznqOT>fKB!FX>j?hbM<u~IQnm5%HZRXs>gYX
z{3fdhkyi&863^PDe-RH;iO8;L>#)qb@yw$A;+n&|Ybr7tDi<|WRHc6-__Ly!`XiWc
zN5gJ0h2UB6mxS>J!kW$r_HrmN7sOMu+c8p(FXo5)b3AO=o(00*X2cNQF3EaB(`dUT
zO;4L1oe+w{8hr{Nb{PVl$z)ujy)PRaC6M|0ft8pX_nAeB`KU_v;FVzeZSZ-7?`j)-
z{=UbwpeN)KmhLuwS97rq4j7Npc%_e9@X*Q9u3*^vTg3BLD2~vxAc{7S7X3?tgctPH
zylCe;3-zWlhzbCUGuz;w1V>Iil>Nnhts;Opum<YDE~5aK&pmq0Jo^rvM?YH837Np5
zne_w)!6S4uGsBE9^SL#=ub0=yoaDm~;4gL?lv9I&!+u^KSoViTAtL}-oyd=TbF-oc
zEemN&!DgDs*8KO_;L#v3MO*lWS+?oBeA65kv*a60!X!<z<m{3=BY(0l{K+}5n0@i;
zV=<*Cxs}Vt_YVqy4d~bc!LC1dOk51_oZ!y8c09AZZ~swJ(J*P@S$-vkp<{&c;u`Yj
zp{M!!TJ9T}%;T(0l6!mM=h(cikNqw4(UFSF0W}JL{rqf}-W8M-4*e5Hx-WLN6xX&+
zq=ef}s|AzrfTRC-`%rQJzZZ|%%7*TNPvM@Po0mW}05^Qx*EbtuG}&<&BlrZ#4j;iF
zJ7=ga-Glgh!N`w&hE;aSD|l7+Cu?Jk8*3VqS5H@_u8CuTe3u3IGLn7g1Q{pQnh=e&
z`^N;9A>n6uWO=|%5bDfe`9^%4B-NdZ+}`$*wtcW!E92c8SW&qX;<mQsmKNw5bg~%k
zwRGWTJnNyfS7qObIh>1oWa)!oL4g(X^#_jGYU1Js5^M-&hkM{@G%Cn`Q56;zH1-0L
zS9YkUQAmwnL|XO}e+ZFI8#!UAa*J?HHB7k1w&CBoJs%}n8^vSoPkGr9%?j4xaSHW@
zghykxEj9oqY-BTe;WUXl!?ccHi`Z6vUC0sfjuLXZ9ewc_%3B2j3)<pm&Kcq8MA6+I
zPm>(zLPBHkDLQi>Ej7nN>|=Gy7&Wg-z(8-P4ivC>MBaG>t&)l#1!>yh>(Z#4RJ=2u
zD1oB-QNVF<#xreu@GDo9Ok=A}CZ_&)HK(a=mpt6JT_H8DdL6CiZ7SYr{-<zoV`x4$
zcjwpbhfDl7?<lcnxbSM+Mf+A(ZDG9n({~TuI&be0k-HJtfyYWtzx5Z+>H8K5qa+z_
ztVU)tbL_y!=23AROrOKLg+7G_>tZz_w`z<Kt>UodU=#$@5|V;Vm|bTr7t;%+;-h&$
zGhS2%d9s$krePZidMh+RM~t3^5Z0n$Bv6**77my*h83WhMIs)}c)$PyG*B2^Bo+y0
zjf6AD!kI(FWdW6t1z?99?tUy2kNTgV4HkbV{A>hFIrdIu1U?%S6oJ#3b9Q9qj1a$e
zLRcP?<iSTMbxE*R(lmwg;_>3FSEOn7@BK*x$UeLh1ngzK&1MMp)KoV8!FygTva7&g
z);LoKKn2=~Dhy1ag&?i_>=2Pljgr^EZ(dvJF+nCk`0I#!+V4h;Vuh*rcqH&F7lODT
zCV<r(UyLKp0R#VqRpd6;De#EuVijq0K&>YytPAb<NNE+dcp>o48{xdaA0~o-xL#eT
zetdtt=e>8#H_`9onoD-`^VLi9@`3D`=d4Mslc~L7-hi_#>nh=?Jp<%~5U2JbU`CM)
z(ifsrb0^`Sq3|utFaW2CA$*y4Tf>k~`+{2F-YxJBv~t4<L8J@K<xb7=lxhioy?blf
zkB)3)%dqPZ4p2BhCGzai0q<G?&C*hz+-^yK3G1%Xie{Yv+T?E*WunSJ01GtsYgF~i
zV%pXFX<ie82dZud^->4^d#gt&Yw+aN_|>(zCnM>9Mw;Fmdt4|#Nv%843K%}`*O`-F
zp+9pzNh?a4;jH!BYcjXilK}Bc`FRCt<{%Svq2~JwmM_BgDvTKzTtFsAt2OJIS^37f
zGeO7gXDA`DHsgD|>(o7u2-+Dcz6j(`gqohWH7D4e5FXuZ`E~aJ`@b(|3^L8NX7>Tn
z?XQ`6KXy>2aUX6=V@_W@s$YN6Mwz7sk=w6s0WgQs-oJ|6rAPbj!LQ+fw?Y<qCOJN;
zhj9Hb;d-vN$dG1YBAV8=fQ0a=LiqG~m$8<cNaF!C=`Jln=M?EnrDy6$C_Sk?1wLY9
z0U~?1Xdwiw?tL&-7<WR@nZ`lvlE*E+aOrY`n0DZ^PIzU`)9KJ`TB}TVzs$h2Ov|((
z5Vy%_PIn7nn_$R*@Neh~z>lO)Ye7Z{ADkIzX<)qovbz#~O`i~BuiE;HN_eE5F#~>!
zkQru!NMIO3ZytjaxozXb46U~h!T{iSy9_~Ml9ZF@nZ`T13h@5GOb<UXv;wfz^7|wu
zDWC`A9q6z<-ZMx#ZS$uD2RZZn9xsMW+-NGUd{e>JC$F}~xCYpJWVPS_BX|<GS?Jf0
zWUv?nt*faKp$!Ho3}I?({{oU6V7Ig9&rlcK$%(#XiUD4`rnak1B1rt$sNpOj3(IPp
z)odWi3}=drkG*ZEf7xAS;@)^(p5pqn&;IVhgwOQx@-G=Id9xl(CXoO}Y>fuk^G|7%
z%~mXSZvh*4ypn;YEThpuv}tq$?Kz--PaJJh7pLyWPy5Xcrrn=z3Ob19=Rr5UJf!U9
zZDuG3JlQHqnK%oCQQ;&dt^d^>FwYWdS=L4~tdtH`dG9nS4=9xpW(kLVZp9J6n~XCN
z4_<Do^mIG__xI$toE(3B*M9TYQe0>S&!<IhX~m&4Jl|ZSzuXky4mm!r-W6QMdjFwI
zkQ*lvs+}xXsGDe;IiNE4JC)fDFW0D>cK3CH8DqwrZrEVPU$44UM(t<v4gU63Uh~)L
z_R`cJyXFa3UzM-F<@!{2s2!^GQLa}ioZKgHGb6`w%<7u0F;JdcSzhO6VzZ>B-Cy;7
zYGWgCqW+}%U|+`5tKX-xUr{M;)buck``fi$*Ov!jU6l=zu^Kjs?>SOZg$-pp&d=w+
ze#&$y?2_}s3g57m)d8c;n_JT#Z*%FClwY2PsKYY_Thz9PT>Dqb7d$6g&>!mQv@*j0
zfzHH2!<vBz(V0$z4j#;}`R^SBnrk=rD%%s7&UFQ)Wc7d9`nFuRCttrSr{Xbm|Lf2>
zwjW+~q2rRbul~`@F8uZF%Wu<1FQO`BuT3RqmtDM66#3%#oL`(o7Z)-oKDzrYA@3%^
zMO3SDMwm|_t91o9kU1c4wIIN8Bprck3B?G6CL*|ABe=dWF`Gcc3WD1-H8ZgZVRa&G
zX7*aB9fjBS=PyKv8C?p8By^iTU{_Rg(7u#-sndFURTA%ej)sdxG}HiPxcnbX+}S1Z
zm_6bHc#D{>;{Xqy-`8)mP1EQzo=V>fz711AL-tgVHB@Mm-?o51pxT5M`T!i=M-?rT
z_A-`WBJ>rXat=?3Oz}EWM06R(Du!@KDD%`qiHOLFh+gSHI|gGTA{jx6z^=LAXH-O(
zQO*5`8eY*0<6O}|z8?u13_SZ~kl;($mOg^AUtBO#D==^Hf?5Fr`w}mmS0)JfCzKzZ
zBJG(OdzvGlGz7~F@i_s#urtAXGP5jie}ZzDjq^?4I7OMRa(=5b{VZ*W%SUlX3Xz0s
zndY_4T?(a(do$g>XMY3ZWwSAL6+<Vxa^X+w?h+gt1{BOber*!LHg#2fo2qTBb$W7t
zWixI!&}N{-$Sc2e5f*~{c&FG+Lw)L%_oodI5pb8-6Fa{pr>}i&R2q4>(Y|pkylm_H
zaIZV%{!NEPhT_2g)Y*OXQ@*S}col#`8(o3|Za;=rBH@_6no20Rvx>YEqbPKqI@4{m
zk=T0g!}k|Y^EZbbin8fmzwpcD-)v7wxjFq;afjNs5)XJ+F4zfl{NR}uum#32Kix$;
zOnJK~;JsI&^TqW+@14?30E*<w;Gi2?z=pgt)>aztcCd`a(8@eE=W^JPk|kK5Up@Cd
zOq50p(*=<lf8eYoeqZV;s$1?pl)Lxljokc8FJE6z3?_p2UOaiGpbRODa0jKq-Q!BO
z=C*@@>!Ee-nAPXKCdaym7<+UDKW&*x&*N53!~Zfl6Tt(NWr6UQPlXB(d&XFTk!23V
zM>Mc#bb1lW{Mu{TZBX604=q*oSh}B=!>XVWGCiJW+AclwU&AJlA{_?!4J2O7FdNgC
zS71?BC7;Qtm(gSB=#R@7W3HsnBFE*Ap|3)89_`unxtBgr%U1DtAHedUIdY*ZNgi!R
z1D{5LxjJ0JI4$4q0QV1|cb!L&)(*Q3myw}Wdx*phP*)H>#l7_@fNRfr?=t+O8D6CY
zZy`bYCE@RFVoRDzikja|?%psTO-rTLAI|vbk2KxCdi?BPU45*H&$-dYDFsbR`!%3d
z3cy8#xKTENf|Y-E!{6$Q-0t6<YiN9>QVscU@DPt4wiJC3i+6DToe3$Iv=w`A(oful
zbD>E$NXOx)$Kl7P;ioKZcnpjpdOZ{q(Fqe8>pmZYZMk+%wj|gPmB|i@M(J<_iTxtj
zwFvd0%X$IERFku>8*pvu08g_YB-bABOX;C7n(m1VK(?7cY%Bb^!40)LKXEP*i0k&^
zV$ul+nA3kF%0B#ykqS*jMOadTqm45nds|#r?jFEz4Hi7bXbvz(#E4&;Lnf$nIIuv_
z5kQ*s2VZe)CIt@c(t^m^pN6laj5G(v-rcfR;|l$S1}32$xHW^02np)OM*=81y*KhL
z000W^Y0Jl1@j9RUR0uTtNDoB0?3)!dWMhuC%^AW?G1(YVh&jgo2iOhY(gs!5|4*4b
zw++v&d$J23U;)fuveyw~3_$A1BrJ3)hDtwGZ`q5sR2e{HHo%H#jQcvnhz8==UQS7y
zm!Ul7zl*V9hUXU<EDoz;`1E}hXLJm(SgRe2fd6ZZrJVdf8?{I`f=Qm%W~HzmN+mpC
z?P(SVzW&~stzfDm<B0^95wvL*R(ydBw&o;jGXd)x|1E0>^f}Z&9J}#=0fy&B%vHVi
zI;^nrUr7D@>g#9kLEGwf^XBLif&kzkh`{<@Z9Ft}>0QYNY$#v$e*TOu=T7?cOZxg-
zYgVZ`UQ>5XMuT7MwUS@$SllOJ?wAR%2|dShK$<&joaPQ@bVShH*($*wpyz}=H31>d
z=(Htl1&cciE049H#}^)!MSVYket5QJnVwP3rM3Tn`{Z(QiN@B=U$s|9hLswm{-VRM
zq~xvP)uZFBy~3%u?0SByg-j06jF~36kz580J9^kGnM$NXPX+dEsx6~IMA|Ru#g_N{
zGPIwq=)iuC_#Zs(?>ph{u0lSqQ*3u;`TwU}&OvubtMX|Fz}iI-^v$04JoYsedLjo+
zK{`3nLM{d=U+M`ogS<E<eAe3I08CUeREPNHXVrEi(#=I_LCOD3db)O<=%<-fO=9PN
zEIkt?r1hfd(wW!g7nB2UC!}Dv6aDt!pLFdUYDxh=zdij4a2oc{1N2uDJpyZ&++6x+
zny1T?8qA?fNgnp5ayA$cFWa1rY)J|)>U_iP_Y9x@v}|qHu$q0X3RHh$)*xlr9<>2b
zX2AdWC5=d6;IJiwb?E}S{Q|QGf9)AI+CE)KQ|<wcfhSa=ud?r}-x!}KQcE<B`h-o8
zz1BR#p=;Xr0r>|4;)Z<1;I?clsPs(?`l$3_wEN9Ds|9dl!!NY^8yR2$=rn?ltdmUx
zmdmlIxJDEezk#)1w3FO}ZwHlH8jwQ_#M?>w*+CC{KU+e2;Tp0aU^zB^j7J@@CzF^V
z6Ocj|DK4QVshK0Udhl+6n-U04QIZl+Jsj^%@!9-G17LDHfktirjHZ!D*dP)W+k_=e
zPX|%#?1JJ*GoRs9QfuRM^HE>(RQ+Cx&lGv5Z{z0ksQ~x2pGg+|*q1Zkj`~w;{AaiC
zLk}m%n|%F-$j8UGd6eAhV0n9cJc@m388%qP3wAMv0_{I|Lj3Dby<aZ^uYGj!#vim~
zWlMHsTyd}9{g0}OO5dKlJe~eCplCO(I69y)I?(z^Q~~{`vWG56985O4IxC5+e0R9O
z<-NSoJFXUm)O(j4_TnBvty99Vs!Pmj{zp{}mw&()lN_l(**q6D*)FisT{V63(Z%a8
z+qNIGsGmH&hC|lyXs)B##T<(ZPM2THeR=)Wr7}FcDAhb9XJ~!7SLR&hyI4@Dcu}%s
zNt#4q#+RobzBs3Td2VfCQC*e$s^(Keb#_^=b8)}?J3je!t6PtY<>arYr=EM0a4zR(
z#9e-_j{;_&u3o7{oi8>mEbi&aAAU5lCeI&h)%&+@L_piWq+Grq<{@1tZ0-SP3Wi#=
zXeCh2niw_}@Z1xXbqv0do`s&4wZFoCFIHP|C?V}fX0NP0m@8}To8#g96A`>@o?^;t
z{@5REbi(_$uGV#YDe8#&Ulx^fU9Pf?O}^PR<GJD=Q4JlIUsbyDV@58Ec$IU!@(UHd
z(1s9nh+rKGBRmcdH)2TCi$;OKZ$KfaNX^#B4m7aA^WW2uFKC?@DvpZ5!s3z`zt;n&
zTm%L-$YPxgHX&uc|M{L!5Yj@0Zte;M0ZtFH?3^rM>K$`Gxa0oc(DZnnL6^}s-;a2w
zzz=7V%=O7pTMA;!QLckyq-di~plw1C0kAvFY&)z`5erm&PaEbKqXt$T3oiI?MEUv!
zs|%h&aJ2R{M}USCIKmp}54XwMyd<b02!Q0CT!;vR|5p44=<t?8#%vsJ5uLo(Xb7G+
zX9(T&J0YOI;0{n^d<ffzfYur4B#;pzLv8&OgSRw$$<JnnKp|%zuJhK~Fzw<A02-nL
zjBQ3Rk|x7lo&tsItDz6R<(huJq(5LPru7Hm6qK(wVwxxRC-?kF-Wf7(SGckL!=SUs
zk2{1Jp0r$reB834s{^E~?6%UP!X2(hhDm_3n0xP3>tU<0J`l=O(U``~8pMk$=NTa5
zNHgCeN4~ysTN?GU7L%7L`_JxNO^5DblOwf0TxT$7YAFiaB`E10gFh0kaj}mso|L*d
zY8~OiT3V765ACd`{hf19+e|M8+$1%*L+`}ku=%QT*3dj72>u<HXl!12{3pt;r&7!m
zPIdcmmP8RWX&!H+z6tcO6PP3qXGui>fOe){G<q8O_i%aH+sW6Ll^aOla^J;Y!YVg`
zagfF3s_)ClvjtdRPxsAwiU-_*+L?Z>3G4f0uP23n)FvZMxzT$WW4AQ&K0Gq2Lc0E&
zap^C8UESy?^YG9cdXHLVyO{<;Wag0e?2M^%KiSBXP%Rpbg#s7w-5&E@K`vKDFXYKk
zz)DJZQy2GN(*t<A;j_B#4k34IE<Z2h394`->Is?u^$o_N*6D>It#CSC+{aAs%s=?l
zHmg#qCP@AtYCDF93{JR6zn{ec!mBVypmco!2g&btbs#3aP&2L@_~cra9lix@?w?wx
z<eCQTb=!A&P(8m8o6oj^=m`~ANtmeYwi2nRwF+9=Je}u+-{x?Kr`x>@Q8TjfNl`mo
zemK0=-akj*P`Bng%gPb{^9|OX$tR0JwSgxKos7+V&R8;wocs&U6Qy3Fw4ZmLS-`z6
z6n<p!`Af;=)n^wJo6`q(%)PfJMzZR!Kio3C(_kWh?A>0c8vCYH>5lbtYya98`_}E<
zD<@fRyujaGPT>|u>xJu+X5$r>mgpy?AAd>-T^VaZD_qD<>O4Ot^6+-+%sne35iREz
zMW!)(l475Dfxe<%cvE5!4jItKpy2?@Fj8h<n7If$f`Wu&xFX9Kv?RlUr|=Lhc?4Hx
z4>^D@3z%;M@8u_1?28YGGt$9;Hy{$BkI`_CeB14t*rvDx*d`sXl-P^v#7JT``Pzit
z4Q|*A^!!R_EsG(J;Sjn42w2d6<dg2zVjM6WaGD|<?%r}pyp@$0>8{76qvz}C;%h3A
z`uZ#^7bFs8iqZMLn#mAshF}dvEx^fC!c$wC_8n`jl3+o+CKE&)1`;kBV@Pz2{yugk
zQX!6{L*NX)j&MXUs)E2wIugY=@!JNM^&zxOsoQ!ox5FKcK==?@<BAVfyan6Iu)y<7
z@8Iw3g=)ms5NNT-??SM;!OSpk2%|F82~XT^e+k+VpyJWzLVDV^#SrP-h|Bxv`An>n
zynjq1aa-H_D^mpszr77V>zem}B%OC4)&Kv+xz;uBH6o+#B?<W$Ws7@_>>^vp$VkYh
ztn1oY$sU=Nkv&V<qlD~P_AVov%XRPX)$jXn{h{!F-{<pr&Uu{fV{+mG58xp9SuarB
zL^S=|pn$cX+~zJ(S3A<upp5Jf2v&e*PIAbA-yW>nDJJGybo4ix7*$#t)i(pyk)Ay}
zmuqAw%hS1$aHF!|^t!bBzivu`%gtN+(q^A8<<E-hgLHx}T4v5dr@bTTz13=;>e!Cu
zXqUeDuklP<X<Wu|756EcR?Lo#M@u;DQVz@~ht};)+Vp^y3!9xTsdcMx?R>J#vw{%t
z29d^rP4f)~O#a@~+b=-F63x;FIFj6XD7$JWVsV9Rb^%9q?tLog`ZV+lXjFloYHQgK
zdRXtgoxzCEPTa)&nOVLnZ1xG0h%vFdLM&-5`4)JphWfH~`EwuDvzGxW%e6|hUGsgf
zU;IXVvRu;nh$Z^GAgX;0<es}36nxXqa`fc*?_83|??uFnYu7Tky7(_VYhO;42L>}2
z;4mLGeU)W1K;R)L+J1@pms754KY_idq&~QhTZaUJSgX>(1M6cNg5oz^<P~5MO>}5O
zK@<4`nQ<2|;1PI8zR!nkYS($Rd86_;rUb5%MpF<I@b=Exzj%a1jS3>e-jt}ET*=>I
ze0gmXv9t-QyLFM!UACT_d}2G>1&DBi*^3788S@(vCHZ2S80<o+laAr$WiwgC*4?r~
z%2TuK-Wl{ZCGLi;McR3h&db=&N!qH~i@JqeOkF!5r1YV7=el{)UgY>|1(`GzWGQx}
z{x15F^v~>97QFlZ5}efL5T@9LTENp*!I@goVq*)Z>MsbS>z1d@JS=BzRP(%|kkC`A
z5;}Y9Q;nX;wJ;k5_DS5U-4x?41*fhS1shUZdOFF}m*j4n`^8aXD_!`RH($@rUhcij
zmOFkU6S((7>TfHtJ<T!*w@C#w$qQeM-{D5(ygYvMBQTehiV*gvZ(z<gI#DecA`G0&
zc6PEcjR#*V=bJ7%w>M#~=D4+e+~7d=*}_V-Z~WEgkBK{3TE9q8Z?duj=|R!nkwg9g
zsieKVPGuGZPm(0U0HfR9{QYZux|aO0NZxV&`@oxFOwcaawpr#+NvXPl$&Ul$_0GkP
zk1R*U%|`nRDJ1PbWTLNVdz`jE8cDMpv-7C4Uz;pSzsVeXy|+K)len3-N05Qi{bary
zdfCk7-{UlTV(!&-wL56&as8<aQE_2xVoppo%&Dl<o-}sYC|wknc*`SJZjhu$XOX%0
zayLJb$IwGV>ER0xd&A5Y;m)z*J|F`6B-P*kHSFSZymsl(gx3E}cXN2Re0X?vIE4#?
zS&~Gnq{x?!bi;&<#I!<5-fxb~1xZXi64Z>n$^3SHv6_`b>4q<H)ZgP*#tOt;OjT9y
z+N&BG*_SJn&J{cLPe^6amp6WGxTEhM<P+IFLtSn2*;&Toc;=b^vsdyTCsRkABu-4V
zFL2^t2?5LK7WW|=u9{2|a3$BicD%(%Wj{p<?~r~n37hh|FtT_>5se)A<yq$<<5(`^
z_+zcEaBGZGU$a^4{Y1K+i+aV_jg(C$ts3!g_NQu@BbgyIJU0}d8L6%FyNj#dH%~Ub
z>KGkAq!wWp9&Q^(?&!{?iq_Ocd+1tu=;|^>Fh#-d=|*udT`r&r&WW@N=Y3)t6+nUy
z&R>Pm1%Wj{2RVe=EwU=B+rE#yvu+8;!^>WaS*u!=Eg;5f&?C6EPFMg`v7y9sVJcKl
zupLgZsEPz@5-))?oa`ndQCay(x;)sn<$|Es4Pkc<Na|tcMmrefHBp|9(QDTd<VhTn
z*3>Ftl00t?QDN`HBW{sH3a!B6UfiSI1~deq(RAY?QzX5rADm6`lTkB8eR^{Hl<L+T
z<X@QhxjNSZRg4}f=gm_ff>Hj)EbM}iSGD9NdVO+h<C;^&OX~&#Q*Nh<)TgAfi0H9Q
zn|n&teAOyRx~U1euhVril66zwmDuc(Wd!73e=Jf1M|ox5`chN-`G={zOhSLoo7iWb
zvdO5!l_yj~sEra#x<KEoiQTN;x{0&k%&;a1UzRc`9RTl1egyNidpD?qq;F6AJhPw*
z4%5=Nz^{QLU&P#$IG#@&+{OZ(HmA%0>je$<N8_qU*hAefS1RK=@kj|6;KwLdIB!s_
zqd&S6%~9R3s`dS|oS54d>qUUl*^ry@Bz&0jn;J(v18Gn(6`q83X~l$jf$Flq`^#?F
z?!CYNm7iPv4<8d`#k>$%33I)RN8>xmMu@w!)`u`W4OA4SZM8)~9f~N%NH?4=yMyjl
z)Ya+3jRm|f)!NmqtaJOp8RIYO3O6obe?|IRYC$qDF3H&8t4<vK)+Q;Lv6PX~$g>|J
zeZ8Wk2HzPO-4)xdZ8Y*)QBev)P~-(nl!ELgQd9}w`rjr(#g;%J)Osr>7K$X=yUTkk
z;=e247I$8qhX`C^xVnXvJ0C#_rNO)gfnHH=PE-aCz!5jvC8{L^`5hv9H<XQto+9gp
zjiEjX0*e&-sq7~l+g2{BdbI3I;VCJh5ctC4Q$tUO*gbVdiD)%PIKFL;z>Fu0L|Aot
zUz$Wwh?a-Kp??$GZ@ND3%@!%9$myZZS%+Yx2&DgY?PDHd6o?D&AvWw-G@c|sg|Rfp
zuVr(?k7_?;=uEtkzfMWGF>+_c^2$kD)*F=m6d_Uzz}>rzl{G6>jUL66HoqS7GW$g+
ztX{uQX!{j@&A0E{Un8BFlB|GI>wTY2=}kn0&Lphm;UuQ4@I=>evL!k``~45vaBohR
zlueK52>J=(@)B-EGu9$N3PJ1gXb&buEw`b1c&l>=?P*7_mVC$nDuD*d2<pi5Z-uyE
zqgb`Tl%<Ue^(CTv!4v`KV~Tvqd&qJ@wnW9Dgybc;dMAXytr<<QexVDpsHChR5z$d5
zrX+_-2_aF)Mj;d7Wk%>DiZEFgHLC>{I&E7>6;);ebV{8jlr^fDg=qq%vdjXmWcS;F
zv(gJrX$beAfJ0^RAxAJl{a6~ja)Y@`MAy?HR2LS^D<O4gG$VQ3B^mOsU%zIf7gXq!
zKo${w6A8ttlM!_@i@Sp{>Y5@Nz5My)JTkT78Stp&GLP7bj{iW(JN;5*zXzQWTJ)Nz
zI)#eMhnHO@S(=G9Wp*LwjzndP&y0GodkmNLw%XJfY`;j(>Sk3~vJSFFoeAkH8~K1V
zWCH}UW?7fM|FHJpS32WmBYSdHhW-u`B6z3tWg%*^w9T8CpeH!scim{{*rjzn5HZ&m
zP3MVvG=f`b#$k=m+fq?h+hjk~Nde?!754V-d#9MbuhvZz$#>f7Xu13!$m^TR#}M-U
zzGeaM2Kv@R@{jtWTV4z@T%kVS@_r~-)x%7-LXFlFQVh@ujF)Q}^hm8MP3tCwtFMUy
zM)H+g<5z|!uMU2Y&v<nH@aYeBJyLh!mZbpaY1~Gl=VG{n@*9UxE(bE_b=wA7y<gW$
zwm-0BlSL>&rB{!EE50it-&0s+!ig6|qJE*3dlBYaq?riy9%GA`BXZPp1N5iLrNzv&
zZy}TWFiX^W4#u2Fa&zly-^tLsc3K+dNs32Hk#-U7-fpK<(X)jLk<D~LbGb1^E>>p9
zJZQ*f$Zk`A&0hkoMX+z0m1N{MDLahp+;Z5(-kw&ef_;vg1z~&lBj(TY?i=4wOj=H0
z)*VTsQ>sX2hzNN9Yu^RdV-e0r2cc=0+p{i|#2|%l$A2Q)$^I(~S{!fv<F4O7O&pvH
zd|vNfc+n}Pu7o5lC_af6gpw9$7M#q9rGpli$xnRlZ<e}zqL-)K|K6XT<^58U^+@vj
zvz+aV7sti}=Q$^c7nPeW4yxC<MSb4b#(1`<IV5zE)Tj*2<l-K=6Xi_S)U-Z1IM11!
z5!2G0@|2gAo^CWrle@AO5V-3-z-Zljj3U=@BPg2hzx#Bm;XeF83^*k)Dq;Uju4p`&
z9G*v(Xwy1WZ@dz=#kh#49U;1z5v_8V()lR9Qe)lCtxRqVy`nyJqWEl$_0i3HPsl&7
zz=uA5i5a3E5f2$7Cn%B=uqr}bjF(Gz?oe~w*R>Dn6nTPHu+l47g`J!un9A4ZPGBb>
zlf-7UjQAvnvE-ck)fOgmAG$7omtI-up_R@{o7Df7UU8|$T<f{I@m)^q{-U*S&c;#A
zpWL&nr&K#DUqC$h5LRG2fO=Q72#wW#6Y@GU{4U&vU0ew~SeMkhHJFAo4Y<7yDj3Ov
z)HQ4_z>PHl1_Wks3K!r)vqp_1CXFUes3%UUQ)n=8+s3IRCui{W4kTP&oN=lABFXef
z?pBlMw}H1hTwmM>e_mnm6K1Y~`-^Jx0cXGeqRzJlb1{Sy9R=LE8sg&OBA2+G{gJp|
zn@jjzpNn5qt0b(grV%zL;w&Gvo~@>6<yzi3*~?&?3*7lF6@MjgwOXwL<+U-=LN%~6
z74&p-V!gpduCZztFWJ+Ow7Xb%Z?J6M&DlOxyT#-L9@|WEJcO!Cix328o4{a%U*xeD
zZ0paT`QhP@&CR~~^$wg~LJ7`}+jAo$^!wJ2AAdXhJkj{4@VD-Tiruz}>5*IBhe=N7
zS}Kly9FSdP5xvP1OpO9aDaw_I;0}{_;wi<8>M@t%s}0&Tu8SIs{rTYY$?2f!=)S9R
zPEq?}#mBYrbZ5rU>+fzGI^Ii>^;CDI=5&!rZIb2Wy1NGndlK#gHMWkF8(PJ_W$(5i
zBvurR>{vM(i%u~LIo=d_DlF*C-(R`c_+jSQDyMO%;>2Y9g;C1vhdOBk*0isGMonqs
z8f<Et`!kJK-R{2Gd6@QPZrSnBFN;*^^gs@Rv$#vhN$i-j%4;oqlGpU4s^EEXjqSS+
zUM|ISP#{9sF&nmj?@jzoqb`<~(YrJ)*l%9^TtS;jASZ@pFe1jj6Pp2NihB7W#5<*B
znC9<Kn!oDdzMp2~4A$8B4-V5lpKH#_EBYD_jXzj&{;$`GVTu!<hwNv3CAM-aZ2yq^
zi?Hpeq3Ob#z<V<M(6|D1io5V>T;nZQpTZk*qx5hdt+oEdRXgiYQWnK2ThobtAuan<
z84LSldk$WAMF!F>>{oIEH-~Ic$d`Umt=sTB?;e-^&gi4)4q<`#7IMy9*C%cNPW2hE
zf+lfo^KBx{4~cC)3ZkbV6<rpJ9ET4RsJMc#7qDbm(S2^I8zR2cSR@R2Ct_E9zsSN(
z9ws`-<L=>+cMXDyxiG&Rxk!HNwHBT%SKNw7W=5J15OQ*9r&JN>o@V^HJ~8+boO)^W
z!zX0I&<AM<R$ufmlZosI_W9P^3NBfMHXKZ6nzf`2!>HXg%UwZa-7238g{r<|#1lr8
ziPvy&2*^gnVnjEuJs?_@N!AkD!L7R+0Bit^rR-QWtNHsgC-<p`2hbpp2Cb@FH<f)e
zA^fp<GEGXCWK<YPlK#7|(k|UkR>p(C?Xn$i`Td;6<)8=Mbgff*2y<uQ`Pl*b)+e$x
z4Xb-%w{YNu$&Y#dtdk@e1>EKh*9q3XWx$xHSmS!3bv~iI-C5pz5R9n!o6%U~xj*6~
z4r61Rv{-OBmt{~gCueI<MZxi+hxiEW`r3KkE+`3Vhk;rrNrtxa^^b9n=EO+fO0`+w
zPlxPfaZAnLe3fxz3sgcFX`hABBIG%aKzfF7Bd5#=QT#z>t~%ZMQh9~JEjQFMSNink
zE=-4+xXU|;;-Vy09c(Mh%}uqQzNKoIovFqxHP8?K(7DRa`EzzuW>Qzm<iW(k0SkLv
z!;HC$z5V^CPi5QgwZW=>(!YnTv`P~bG|vEx0J%27iun{rL;~i^+uWSVS2va`x$d~i
z`!PsoV;HYsUkkD9s#)<;Cnf<XWtRmmawF}l=V0{>QXSMQr~j-dZ_eams{ep0pld2K
z*VwapA+WVX5XPu;T|~GMyHE-1SMi}dH`-1Z-75p{bG<&H4Mv1%&;>2v$;u*byP^vY
zA12Z)kVc%ixAVy5_3>w>i!cTn*8l?}R_8f}RZ*;!{nLrcZs3xXc22Z!P@^`HjDl&U
zqy>+R{neyy97H{TR9;;fxI@t+kFk+z`9h#7qz&PQt6PfBr~F%9jQHTC-(V!Xg#Rv-
zjh3(9?X$D^W~epjeX>yAF`U+S!?GkNu-^Tmw4Bp&XXa3ElJ5{EzbSG!ko`MDeq7?h
zdA)1z*jvqPQsL*FLtW+hmdt@{!yjgvP7X9T)vOD-&#1K2-~Tr-aD={hCAKK3@b~Db
z7hL)VGVb`FMtK_#Ss|kzC04~^tag<%qowd6$*6Z=;<4|b$o6EMgm7yn6}@Y3qZPua
z-|OSHW>Midi+sYX*PW=#ke{f&eC=Ks&&a3@w0#KbSg0yE3Ixvk?FpQ<R^$<obA)=C
zj3#t}O1mLMg&{2&&ASWJ1f5XQkOydJSng@0Qrv6c|GGB@SZ_n7kEz4TJKEljSS{<>
zMF~cMz`#Rf{|kw=riafzK69UFH>EQ&Zl(vqC%sP;RVV=q2g)pi<+U(DkV<_)k+Ak;
zfANRHS4GHad+Iz3xX(F1F0^Vx#umi$`-7jPvm3dM1i@M$C~tE2hE1DLtPL;R{Stfu
z5#5g3g{nA?L(d{TmJmx{A0;1N+6#g6kYX<jmR=UF1PFYtl47n#Goomt*H-ubsWrn5
z%iUcv_8?LMX@sTov!~X*2ohACkI*gh0vBryB6wdM935>So;uloC@s47y2S0dAWKde
zjgC=BNHA+uW~1(Ggj;8-`lu4QAoAgf%FmO#vas+k494D9N;dq;%4h|V@t3@_`M3Ne
zTQ^_mtP41NbM%)pK)(?a&m9(jV>Ho{pdToBGeGe6p_1P?yW_Zw#s;LGeoSWJy73x%
z1w6+Ki1Y+IUn{y~`2}ZM4%Rzei~!B{e2a9C>`R!M)Dr9dr|uHF2`=Ue&+?sKJGT12
zM@lX;BL~fAqR%eUDt>;en4P!hK7SN=gZS|LrT@&5f-Sp78FxPI>dg-%@o0SQ9gdTW
z&g_GTPd7S8!1=634i^{pSmcwX-Taa2mXr@$hxMwCDej}w%&W%zY~vP*XU6@J^Ys|0
z1w0gkcKUHj6|h++NZhSU{|mlxEM!5_f(&=K8SV%R2MF1fVDdUeOo&L2zif@iv-y~G
z*36=?o4CkF`Nv?W!FC}NstAf)^F;VEB1}(g87M4mj=ezN$zXd2a_N}h{BJjfm;X08
zozUTm4q-#@gTGNvhlW+PpOLRc>CZ$C`zPwyz7iMqta3NSlgL@_g?Gw7>2sc;C8B98
z7K=FsQ3>B`rTx-%kZ4SPi2C;~)62X}pH$Q1$$3l@6O&UDlcP26hvV2vL?OyhdVmNB
zMW{IbE*SI5R~Li_2dINmGd7!dZW)Qm*DrmqeJ7bz!K*toVt|sDaCakO9dcz}Z2!?h
zUHl%L4?H<|rEpgH3WdA40et?;I)t;uNQ^)6qP6*a$8s*<V6d{4@C`xSfQhu?v&^K3
zn`iZwj~el--L$#cfqQS)by_^}Q=6|)XCs}kN7Elq@D<rbY^?X6P45e_C^*kX?_2k!
zu1mTG*>^@TdmiZAzxNo|*|WjTAF#n0kmpN6#(5D6<vtTNAq<VT)-vxZ4=OpGOn`=)
zAK6w{B_+H;`^L~v3m~>tG}sk>b{8~2Ju<y*#L7+`L3v?kQBlCB6;$7Dk?&5Pl3HN?
z7G;)}TYjYIQHS$rwseFRYr8GHS8))KFzLH@tQqsRmj>R!*f6DRZ<f+-o-dK?c&Jz}
zSv-<j?ERi2Fk`|bU&@%hjD$PSwUz^7m&K=6PW`HGY%05cfo&$|;j5yb%kj_6xj)wS
zrWh~QQCvyo`7-P}>R<ja&2YKy!?sVHypEIart_ob|14c^ivNuH?}eSDL-?$z;~?$2
zOsPeM>?_WR^Gs0j6=dm;Y^|M|r-v7a4_Q9CW5Uiw3BeNb19%K1O$}u&*xz&~R|({l
z3+03wTpCmkMu$bOb*4AESqU3J*FWe);`I$Fm<@4g<X3gon}JR@1FxmbEo%PNeeavs
z@yl}Y_kSl|X^pa)*)G@P*MiHdhx9D1Dh@LK+$nsRRxLSb;xZcfL$nob@xhR#)C1DH
z1$n_L7{!%wLv3v!wXp_^wqhjL4ydwM3Rfx=kniOGA*wz?&-Ce?BCWOd3Zh?+olWbr
zkS2#TF5$H!pow@ho(hPoD5hUGP;4tt5Hh1==7mdBkWDEU%EYO3Fh=<=g9j`Rvq0av
z(2E!X&hR|I9~FjF_76my!;jk-n)0$?QwPCYq$wS@NRimwtDQHNfE~Ln7{n2>G5J>O
zmdGGChxLW)*Fh<b=(XEpnr|@e2mhq9rzwx_i7Uk2vMd!E>gZ=N%zt!gs5B-D16{JB
zT>@W}#9#DUP_Z~?-@OREP~qZ9$|F&VYqC%>RjXuW5D37b_sDiR8Bk%?oM!)AyceOS
zRHxR4g!TwRKA<0#GkBKHj{Om>m+40%Kbto^s(hT+CSksEg&y*p-}Xiyd10wlS1jg3
z0m+`SbX9)g6VE_VS$siJ>Xo43v(wMTm^MP>(Z!&v_5wm!B;ImX!95N{<shUN|9sS{
zRtYmd<$MpYGMBa79}o5)&E7Wly-ynSsY;YGj(&j^x&DMz)q1S^#R7;o1jn>}XZtmg
zGY$CxQ`X&g^9V%5etyo8iLn2iN3k@Gdjw}Jl7e*>buv``&4~~>c^jH#wcnj(yWf4T
z)3!oOi3;%9YID$0T)OBq{`L}sqzQ@rEKU9%?hZWh@Tdz*#Qec((iarQX0qrVaj~;g
z4l{5TX?)_`T>W@7++{O2J2WD%J$rWh_K`%OUHijVr9*iiZ5>KSL4l-+AWMge)FMzT
zk~1mEL$)y_#NAM4sC`NjaOh~|4ojFmlSn<&`OL?8A%~qG%~{}GokC^kg@v#v-kNya
z70$_6W6Q!}fPJa2mnTL?Bc86ob2w1iWNU2U9^FpE-GlWDeV-<_UPTrZbw+in$ixUf
zZ{6Wb0~chqJpI3E<Nt*O-u4~7s|+Rt+bWUb&ANoMMo><_b3ajw><wBRS6c2nh!QM%
z^DUonw{_t?Z=CHO-}p(qeS#8FLoS?w-%Y5#25=q215dCpxln}F&%4pcfq&A)zDT$K
zJn7h?BmsNzEsl_-7f3qk85OcbbygbOMtv2VcRw^fD34|RzVOR5E6Z3h5&q*|J8JS!
z#O1iE!&O}NBjyVuj2npAzZTP>J5_61Cy)*#L?6q94SIMAr#>sI!C`l{=X+3ZbV|Px
zA`j2BK+DO0Y4zL2{j-yA$fPcuTvOs(xpIQu2N6<Ik3{NSo5maW{7xvr+~w);+2OwT
zJ^5c^K}{}OPx^XZ7q(Mv`X3v8{9Ek&ldCL4pv+{G;c#l^4Q5wK@rwAz_eJct0NP>#
zRSd>uN@^7V8RtF_>H3gPh!m&K2+zMC*9{ZkM?iz%eRtg#DXrfLNE3tWVToLPjxvr+
z#f>4N1Vx_LTJI88q2%bO=Md6Kb?%o)a(&j<`Kd}K5YkZ54Hf`4P_iCaV~lbRzjW=R
z{cGDktg;n_ig0-_$a#8^QyQVWn4$tkK;v*&dnNXt&yAG6g+3B^z5eTh5c0!LBlB|p
zMH!%ym)traUo|hOq_ndZSQlA|)`|k}=pGDsF8{QlgtU-RAyscfp17?@32QLN_IRBl
z-yOG4+P-b4fr8_LaZdx9{AV^c9`Mf~n%pyY-3ow}?et0NCWe12?0Z&DNBmTRDzrEP
ziQS0`;Dry<M0Jc1(ClEry8+k6ksT`WcEP#>?{+uyKH*MfiW;eDui1YOKq(C82)<5<
z1OfGTtPnDhp8lA#3=Y0pi6e1Oi6iqW9O<5Nr{68S4RbO|v{M9F6V9kKkw01USRl{B
zL!h4=0+%EFPLt1Y5oe8OpBq2_G~I<sjE|1L{_ght7E4Ys%{_yVkSOhTXsqt`nOkR}
z`e=jt?ULXpzc_zOU;gbUJ#(aPH~DzgLYH*UK;z_P!Hxs%m)ya>va7%EWKX(({ps^{
z%tLklH01M6a?={_P0vBiP)Y32@52wZi60I`zeDapuDCw%e(3>axT7NVJW1&Caa#_b
z$jh#3szN*|KgIoTdEqekEiBQx<EZ_UUFDQSOUmSMYU7dREUHcReB@|4-O1=tC6Ueg
z>Paed*Bu3|iEm(TvEu+xw;9Z8B+GZjmARl!-`0=k1ncjue|w2%rHv^EFy9HS+UPax
zFC*r%9R~N-8)+qKCZ^J50h_m4?`Kpa-Je*m%2ft9%~Z6Yh{5z84voIrACF*5BM#l~
z2ctqkxIk~8r4mnip{!{`bW@KyCH2tVP}se48X1(IdH{3rl_v5O62V`CbzsH7uEr$i
zO=4#*hLoVln_L(i5TzkIp=f0S!PdhP&VjT31opgX=lou#Iuh$Z@#0zA=;QFVz$Xg?
z?J#iS`WS*SBeu=nZvQ%~^J&3eRp?7QYNhYWxrKY^12{EIKtw+F&2!`VIn+BE3SW+q
zo*yVjh8C%{Q%U)Wdm_UqH*!c2dm_i1L-7ZcXH;T>P)+2>0w0zfk|ZM91rYpL8YSot
zm?MZA6S$Rmd*L*<!Zb2EBr*yl*b5|nyJghyNnN{}owZn#@u4@yU-p-zt2uGw^)-<k
znUnoK)Qk1(SMwNR-zya12+U%Hx37S`ED}S&onu~{G`F@K9b3+w{>}~BPeQfq|M~0M
ze3-Q<)zav3l*T3!_~LlWLF5f#H^X60!SArX^VN*3+rs|Ntb_GJ_k_z0sZh)mgs>>1
z3$JQ+939=9MC4}6$;upUY<!N4oVdD$_&NEjwWtW=t3%A0!^#J$C|cn<7q0$6$ohT!
zh{bIDj6Tf|e5}k_6^Z+t+W2!VBeSqXz0<b%nZ@0sC#KJNO(YD=r_&J5zAR%IGbyra
zx^~!~ks;3I#)Uq825{rl-t4z~z4bWFKr9WcgT?V)x1Z;bm4L*<zSy-}%>u=@lb_Vx
z)%4C+T1~qtMq`+-XYp=?rF2+{oLi9Ty|B6-4dN-iVyM`YTU0*^nQBX>LIi4TAVzQJ
zpYm661Q;RVq7=&OHNW35SUk#^cwJO4Q*ZQf;Lq(TysCejt;nruO`+pkS<NFm(A8DL
zFK?>;OfGmzU3zXt*1`Z%S!jeZviGaf>T-Tf$%mSZ-jT*=q{esiyWh>P1L{tI-EhFA
zdsZ!iq6j5CdMTG4SENj#Z-`?yY<ZdBdS}IqihBK3_<>qyOTG2H`jiycF?~e9h2h+s
zrmt^fX{~sr{1eyz8tTc*egrvrw$y)r?C6%c$@LY=s#x6Xwa;|#*=xZsaF#Hhz8i!4
zYXu-4#xpA1R|O#nt}P!Ky*J|ZHjJ;6e=*T9asOIqAv7oo1Kj*i0pmqkweUY>*4+LL
zi3yP74ED+M3DNE%fwbcyoy{nLyVpttKq~YfMhHZpXI^4@)Exk>W|0jfh~umE@Sudm
zi~wjFRS=#D)XGAnd0r<eKo@wE#n!d`1oB^ke2+2BOx!6|1{t1OV5#k5_Y84|h9b7j
zN<CDMnv)#G|7nq}V#_%Ky|T8HGSfqsgIQP!h5g$Iuf}z}<s0U2;t1Dy3$mN~XGdt{
z*j>td)r!pGOhghFn0=tkDOJqth`#^|Fa*%FbbV-iUMQMK7K51Drz%yj9gkdOq7G|_
zHbSR+C!?!6Md-%)uDzoSy@1tk;bS6-F;xw+LcxfKTdL}%vr}uL-m>NLSN$<qPw55h
zci=1&wJ=oq)@zlb$xo6D-Bb1+F8rBTPX8W2Dq<K~H_8K_<So8lTvMBDP$G5?@5LAK
z$-UC?Malo7y#&7@Mfc{XICN#9`@d`J4HeB*E?XlF)qS*^6+-vTe~G;aoIJdzN7@dL
zqFS?Bo*=8`NBD#Wq_;FU(d>4vZZk(A8sa;y4!D^5v(}{0|I4h#wqI|fJXI>94tgFG
zNc8k<9_&B9BToiS^cgSG1BPM35Ct|(-in<}h~3^FY@9T1iSbRq-ocIIfT$#qf1fv<
z)uCZ%;DU~@<dTCPF>D~ztvIK_A6o7zajT4>?t~H+fpBzs+9SLR`zzmcP_F#Ta=w*>
zuy}SHxBhVeB`-(V?P)t6Xejxqu2c2tXNqy&Xl9MAW(iA#rMeY1SJ+!*61=UzU>8jr
zf2cwrk`vKHO{#TVD2^(c%7%|a)C%c$OYRE;r^TN64u=6(b=Wm-*9GRNFkiHs;xU<=
z`F?%+OA_jO5``Ce+9b@k3&D#zQJuWK1Ak7y3Qvgme{Z4Od;Jb9>ROk*_sY)@VW);B
zH4x61kIq#DM1e9&k(3Ti><W<(cLT+4&ZT76X`&E7YPXsb`eyR%_y?^3W`TTc1a!>>
z5UaM7Im}+RwVIjBcZ}S))6Cb7q}yjAS*e;S3ecG(GJ|#h?(P5JCo`zF#s{KT*_2tj
zZV?vaGZBPYyfQhylR{(r?k=n*BBt?2+L%jPoQ3g~3#t7`*VHoqlBa)GKR2djtyw<(
z<yHzHDiud*U)Bdt`k9EL8u-o)=Kng?GAXZ?ZO(Bz{(3b1spOsCPs^4Gi>b$+5{iw8
zrmVj2NA2_78NZE+mHM?ul}GfwnW`xTk$QKZR;yoU70_3qVN_+ny0}N{2^kd@ei#81
zRs)4LP|P`j(mk$<4M4(`_)}>GK+_1>K$Ch>@QWV4v?_o|wS~n7ph4}HAQJ_F?;*E}
zqAqQFs|s5_a2C;Dg6qjrkO?9^=xWTtj4ve9fVRCUWL~qv8YRS*L_tt|J%!>IPe$j3
z=q@4Yay3D5xaC_a$b&pmh&3<y|AV^>;M7p^Wbs=9lV;q(h$q45-3zkVPBh-i0}ZCg
zO~g}hWm-r4ad{Ry8|waib9*l0NdSEwa>?dEa;hl~Z_*qGH-HZdTrR)=6M`k@QB_=_
zkQKG%iTF~Sv<JiUQO!x-CWaiq2n;Y3KhIR-W$b;f+-g|}X{U&0FJ+9@xt4k}S@NA=
z&$fTA14wuCzu|KarVIr3yW>B5KMa2u(j;)J+^`Ir4Ck5IjR7-Sq3k1oVO?11G<T6_
z_a{BgXH<%`L=!t%0eA601SFrzf){X+5ry~Y<2X4uCZs^UKtqL3VT1kWLO%ecqn<!%
z8{FlyCRZ)?Q7~^68~OD9^Nak?b`IXZ$i}ZwefV-U+Up8~FUn{<u&!X;#B^}9eQsUT
zPlv)!hwbpqo>y!7<co<3LP5rLcyFe@%(#f{-2vMOV0xwCrHR$E%3^O*g4eYzMLroM
zv#>V*%r8W3`MA>*TAaABopDOzK7LnhCqN^$0o_%;IeVMvcCy(=BoA7UyxE{dv>;Ho
ztp6pFTH+ooWkjwzMC}@n5Dl-6g9nLN>GP@qxU14x`}IG~itsoGeY%(mzurK4(xlC_
zFS?^i`1{=ipI{WYDqJ(BG{gAN1UGPV{!AGcY0!eP%0vuA-Q+Inz9bTL^Zv`eT(-1a
zZ2^Db_jLbW*f(+DxDOUO{$mi11+{yfB1YSYtxbvs8LYRFRW_puaujmlaRE~n#Vh4C
z1D~1cQ&#nRS{KSS{AS2R>hKID>#u>}(c}<w)sS7A@tixNRyfHyMs;NuA>^5J<-f1W
zeWKhYD{GoRfqnX%-9c-CSXX4Z)A9AH$y=%)>3tiuHg-g0*L&PXcH?>q|2-DA9X=nj
z+=MNk5P2bA<`*7I7mG;l|DLKp&rlap$#tZrRw;NJkH1~jBZ>Rm7wFn&F(}WnqE?7H
z{Uh={v=gO3O|)GZ;{Qv<##cm>luiR?G`(OcDEEl?gU`IzuUQCb-5^(@c@O7N_cKt0
zF1$$8OcGSTckMMaAFoJ9;MV8wVd488=48vm3x{VskJC&2U~G5klZ*Fw$~EOcIbWeW
zf%wyuzR5?Ji*lI4X*U?u{)`R=5x*B<@EgmhW@3Bpyg#w>Z_~-7)cjfBChFqgRnY#o
zv`4s$xUAMjkL|3OGz^IBr4?D?w^mAC#iK3;mUWs4LyKw0SDHRM4dS-tEX`+v{H*uJ
zc-F$h!}Udp5SFg5aYMx2F_8P{`d>i1XP1^2E=nw@byf5KYr}a6Y?;Apkqz`4h)f5k
z%)-ZeWL_u+@?O8D?*HQP97(n2P9l04v@3qD4PUS8uUWIaFx7O3|M}nK^Gk=pu`THG
zZ?zBVB7)~k%0}57>%s-Su}T@aH&519{1&==J$An62oI*+T=c7g2gztujO2E{gEw4y
z+WK&L^67=Fi-Jn!52+2B*fU5{OPlkqSupxCt#ctHOKjf$aGLIF7U=HHx%c?vhjO2K
z37yB@++kJEy;B34yIt#8GK8+PI%SMMwEh_RCjP1KqvpZ!m6HZVHgXol<Vz=MX>`Wq
z-vmRGF153_!B($(u68>|uk~_c8$m;Ep<4^nQf{b$SO)#2{;>Ualy*cw!b?$&E~%?~
z<uRvUd0K{}TwS`PnD*$yo5{F!EK^F0I;JglHiT+@DYvh5AIAqbH@D6Gsh4d0am1ip
ze<?M`@Dk-+0YmtoH%f-_mKoWVJ;%MZ<}yQIn<ZB#Nhb$OEw#w)sl0#%r^xreQt3qL
z`cA1tVHvml?O9Q7^h40XD<E=(Jmn5G0L*OQ^#xt0Nk_0`bWgwIJI0VKjN)aoZaT5F
z!*w2IVXH9;Wuz4=<sgcL7`zXlu{|N82O>;x=zWDM&R|ybKi%;NHoQ+|0QZ10Q9N2;
z$m26g$5eNr09;~Ymo|*GngGhJfBm!90O;5rOhw^I%2j%mMI+@EUYb)lb(qoXN_|#9
zO+ym$yNc;Kyx;RdnWApRkV4=E{qJBLUe{&+3#&tmru~1J=z$0nTlFM^K$U|5ZDodh
z^vX!U9|QBD%`H(e4jxtI`eA5^*aL`l={Fo(17BAC^s{FTS(z?pe5EZJ@5b#n+|s|8
zPblO*t{SRun38(5mis}4C`xtPjz|11=Z6^5fB$OGK>n))vk}V`Oo$|$b%w^NC7=O_
z@$K?<7}~3Sfm#W9rsKkOhiuoXujfS-m6@6Vh{{D>(U+2jR686`<TRT3+bgOdgQg_t
zDHy>a?a{QDJMaZAkjEfYtx(!gA$b;X78Du>KCtc&JjQ{-wtlYrEzhs=Svs>v_%E%*
z$oH?rNL`&fo_KxbuR;qgpXF{JLILHod+?Y_0YgL9!5xhN^(7ab`690v@w;P+eh5FQ
zrW*r2;I`2kaMmW0J4YO^p0(tfJ(^yYL%r}?S5xx|a(n*GAGZDcVCZ=A_`jwaht2wJ
z&Ow(9IkDQE{MUr;fr;;#ZpIqOEw9r$j!+?e?iAa1Q6uE;1kyjWdZJ2nLjRn2ATDq4
zIqX7YiWuy0QQKGZslB51U~+A$)on_F^z(<CaH8%7Z2l{1XfRys8O1TxF>J-a&xie@
z1rv2~EfwbH`mtG%NK$Dk8H^YSE7?^OVpja1LNYp|zL8R3@Dj=~XalMAJr#o1A}A|J
zFc4xJ=Y7R_g(_F8#*f@4UjPg%JvanSB=KE7x-ELT_~i(85`h*9lyDchS@RkkA5p_7
z-k0g~)lKsiTdofQ+fpv;WvO>F6=xVa&rE#<u>(Q1RS*LIRVj^uAmoH)Z&_>lsMmvW
zzwblt({uhm<h<TKKeS(6DgQa0#<BjazPxq1n(%NPzgp3FFninKbCHgB2*$*>%;oUq
zTD}^`Ic(e;MMB6gu-4bG{b?z=B)r83=r9Cswu?|ORxl|Sl7reQT>y$zD$}5#cwL~h
zn^2&w@c?}pAG``!4<uNtBu#v%w4p%!b^yF^g)d6lI4WORjK%ge{LN{k`AgnNdgt2q
zpTL7c-RT~639r1A#jE!|>@T8+g%03n{zZP6JX5(K3+-=GoKh7%L`@qfxWccTAyxn*
zFZmzX^XbPBl@dO{b+$eolg$No)M5;@_}<+F74iZDhxY=brjEVdMs%Q_o;H*lt}3?<
z4%I6Cv6$j&>2}oELxAy$;f7ZMe7xKlRjf;fiTqKMxQV=T6MZteO^6N{tU;U&FmqL`
z<<gqaa-3V?ZWOZe&RDWBX`~gpvyBqPd&FRl3vKP(c3uCr?5f82U}}*93KkP#uCNCo
zp`tXQf#L51u{DH(ebQUd$8bt(@|%&GR{W~J(Tr7896oClDKNYifK)f27ldL*2*_g;
zUHdMr?Eh%4IT(^{xP502FgJeKWx6193<A*EIy_b!)juKWMtXq0J@_vh07nV!!G5^>
zdI<Q&+U>w^Pr_6UhOPW(4GMn{d>xA~b)PgvQ{F@tDoc32{!BkkpH-UGFkZJ+?D$K6
zw7RwMpgpsqb6oyagnxX5-z&pod5d98O%pNPiuk*rh3%r*p;_L+BHO_ouG;6QyiEJ^
zOuzT%XrqKf4Ufa^4z_o%`v4W<fUFK3tdqwb2LRJ<&FTLIm^l9D|AL6FQy#zWGsp&3
zg3}Rq@{raF-!Bs1Qqsn!%qkNpY%ZI*U0hv1cOo%)VMmm-qabp#E=khP2OPA`KPn`G
zldWY4dgcW75myA8Ut3Mu7=3&}_JC^ZFLNOY_fBV5%qf?#`lsrpzn_0Sp*i+ko>7|d
z^;Sd74Oc7$&B>i9x%<Zdx^%#OPIk*TUgGM^M~;s-&lX*-%Hlr;6QwMo&LTC_0~A*~
z+1)94u^4qA>H@!J;__1B<0asudPvwUj#@{AwNQn7ol=+)kWCiE(4p!FR`YEKu+c7*
z_J0`|F~Ol%P%r8W<yzfYq`@S$!T9%H-I^L6(+8<SA{qnqyz8e)wSgL@bG#XH0;4I(
zi`u<b|DH}>t+<zXW!6)w_CO*sESzANofN-W{@ftRc2%eG8v&brE5U6TC)dc-!sFs`
zTJ#4K?0Ilq0OA-O?8Nu-SzF3;{Th}X&ms-%>@Du1gVCh3>At@|QRp~vUV=vYhCo*<
z?1f|^M_5X3w3h38|A@`SjDGQpudZ(EvsK@YnRC=HEz1{=aNpux8=yWRp<ux0t{(r|
zdW+?={jF2?*-8C}#9tB*mgl<1=&NDx41(cX$k;j-Qa(feyTk;+J~TM5g`lClaHiMd
z_n>#-8wfqC`|gP*Z;}%;g(BLhz4WX#WudoUqxm#@A;;)MaBaIOp^<b=Y;&cXVyB_-
z=kJ%*p;X5?FBT8`M4HbA<Pbr}(^9}V_DdvauSf@Veh`Tu;?@!P)!AI)(Y7xr1^7rf
zOOhhsK`+bmgH@Dy^In#gajOhwZ}awg&>sG`POc1YG3myf!hV-iBtvV{$wGa$zwp*n
z;IkXHlhfH>9))d9z3_8Cr~Sp6Ghc_xz#V-nbU+|-18ldaLY19h3vINbFn9wVG-k~Y
z<;-yx2TzU1T@z*f<=;@>fscv52Zlc2_`G*}oL+zN^PZ-2&}9ZA2G+C_Doy_jMd_X)
z+Y{B;7w;cB<@av%jW^aByvU%DQ{nsQAh7STU_#H8fj!W#bF-(p^5BoY(}BcKNQ$gw
z{^440{@?kGl$0AuidN6agpi%LZe@^>@bFBM-6pN^n5l7&y2%{MIqjy`GV{JoI%WS(
zN=J!NWBt=tk2aM-r(nDJlaJ(Ete=GHGWN?UU)|jlcjQuiKmM*RJ;gp|#MUs=S@5m0
zomWZR)$-w@+h_D&d6ER4R44x`<1T9cy6oI@Qpd99%fjYE6+_t@t=6kGVMtySj80C`
zPP>%E@*{be+`gAPy!H~Ds2z?FcDSkWArGW`mD|PPQ3<Ysbl-EMt@ujCn8$I;<G9Ta
z2j4!FgzPdz%7+?OU^N{uc8@TPwUzzToL<K)a$oTA#{p)y;Zb*#<LK8Iif_jCdW05e
zS3*0OwUan?*ID?n=pJ*Kj2EWt$J!<TDL=jbur2X*d&HFoq#f9}jM;?>05h6Pn*YaP
z;txu&lM$WvVJG7*AP+f$71nv_!dV^p_F&V;{V8}dN38k+Lig5g2O7E-sR_6j*Wr3E
zWh`h`u0<o#acq5X=)|3>3s{&udQrI!hXw0VJsOV7Ym257)`gS0g=A;9bLPIzB9nTp
z5D6+@%m~5f?GLF>qjgzdQw%!qkKH(NxCj-rYz7{p47LFLg5CoNw;K3qkP0FXH8;Ti
zrfWL}C+5)?{G&|LkcW^**pT@14?BJ$KjMG_*(0`X$ciE?d=oRIh$H)2P<qShL+n#f
zQ<X$nWR>p4s0)W*d#T7Kxxqsz4_e3dv#0f3>m`1c#Yt)<jgQ$%h?~~M+0!|Tn|ZnT
zD68d^e0zL_zlT#`A5;e9ehAwWyBmy{FivwW7M?cIhn!k_TDUm{{<hJdj!%uA1-MiI
zk=3=FRVF)%j0{GL%YSab?Nv{_-Tax8xh1V|k6Pug2LGce>C>gce9tU3VP{i+EEAO9
zdP>1PJ3EAQYjG`yy$klGaIx1(?ndQK`lp(}rTyc*7-^i%A(yy%)jnwg8Tq9yqn@9h
zzeIx(R#|kdmji;7QF}1?!H{-jlF0pMpzNd_Byw-zZ1%Fh<>9TR1Ta%4zpF2Dub_hW
zu|L?pF@U+JE5Gvool}XkNM#cONj<Fi+A)T}yB#$(sQz-9svQ;Jz0@|D9%!j>H_~zo
ze>$9vP^ekHi1ckbABxYtG6SNev?71!JiOhPr~mW(<}e{IJ@avB_|~H<fA|H<dTae9
zo;C|H4@8nrvK_&Kuj*O3k;S`$@*@)u!0$Du>$cNPXG+=N+WosSIC&kDQDwP$f8DaJ
z;|)?nh54g8+liDOS4cOiA}9|CZR1D6XNX;9YI7|8v;1RVz1@``%B2uq22kFjFZ0AI
zQ26(^(tP6X%pB<bLLWhV*^gjcVGEK*hcGT|+Y$pLm+6%1?1ODHyhY!NaI6}w-O133
zd{5s|2SV}!i3U;X5M{9fOP<$V_Llj!##&B@r3&jRqY$<I_^Uo1>nWQ^n}<k({skE~
zoElFy3fap(r2?X#KPTY4W`qFf7wXz$?_WfFf@1G!B&|#wTk?NwN84%6^2YL^lMp9Y
z1MQizjK*<k-&*gBIG;mUS}|tB2H)vEfEx3Whd;9@E1oyu$`Rzh;(q>uptut%<y%8%
zRyf9+blFbt8axW{YV_(IOE}a&m}G0V{o^%!z4NZ58V8J;e)6G+E*hUP3QL8RuA5MI
z;ko||g*BIPR08uTk}xEJw4w`0fBh*hBW#4OBq>&6#n_wPmGZI+I`YXulna0KjM&+3
z-may;<%|`zU(Ey|oOa$mF+2OtBi3D*$Mt_?F&c@k_qH9URJw3=<k;1eucd|LO1YI{
zEKg$JK{|ldI^sH<l`Aa2mi#+1wu>BSnm+%?v`ZJtSC3I9Z*Brq)+zQ$q-<&A%WjKr
zTFu?}mP$U7gn>;*RW9}`Kj;;Kk^>*x)k1lW0%RNN6WJ9|IdvPnMP6PWLscb-oSx?A
z{kRuOUXTrsV&H|}6@|Vn4Q7h65;=<;Y2ndC3N8eI{y8@*+q~ksR(^F^AoxO)4<8)s
znv8`C>;PAthKMq<I2mk(bpgd?HtF2(GN36G2;TZC1@q#p2>X56aM4>Gd}RZj2)EO_
zUIdCWDgfs=f_c`{!|fL+2AZs%{#%p!5J>tTz<_ug^45hEN^S@T+QJ8J5Y?4*dFni)
zeuh}%_|uN+ADg^CIj%i!q+_JU$FsQS_T&wCv_qhG3p=||W8%&gjz5il)igJ_=vb^1
z&UUCa{jQd529`Atzh`2Z$3q8IBkqSs4jRzs{)bSol=aGgvY@0mPvLqZ<M7SYY?Iyd
zc7Mn72jgzSA9s|De!TC`EM=E49w`;k;z=9n2xh(vQA~#H!E7DV;XsNm;q?-`(ts=d
z6NVPr2CQ`K&N0Lg4qnZ3j>GPKk4}Qo0S<(G*)_!l6!OIHT$1(^k*V+S<V<W4b!x2d
zD#a7#mqVU5--~j4Yq(<*O1!|7Zl4pl8LdA3&|34!-3Kww1^<N$o7i9W7#$C$;Agyt
zB&ALJ@jjPMn#=dKc$>^-DuUDj+ZTK@SG9?upSEPgjzKq8-YK@fHII;=jw0Hm5Ug8=
znk`p;rY-%<TAI1$vBN6k8@=BUv(Fk9U#|4cKL2qNs80=iWEFFag8m1(xb8t?mm!_9
zSnhnx2Heq_Kyd`C_uWG9E+7tpaB7$&WWQ#~8&gBx@tg>kgM^xy^BstgvoD<=i0}sm
z_obwnPp>|d)?iR#b0NJCMSh2;)ArNW>KvOBrUtv^t5$PuNqwi4znmO`cSjgHfJh*n
zSaqi)y-aDX$6<f(gB3j&eW%L=sx6Oo=lgeOI2$QAxbKne+|ESwqq-E{?#d|V-f1e*
z_4=LL4J#d$p7Bh%b17q1ufG%3{Mz?W02uDySX;q(g<lAItb5*dRD{r03o0h>`rBJ-
z`YIxyS29Sy(`fNL{_-Bh;MkeB51{edlT`5^6VQufb})WK6$OOPrt6%_y(T?k5BA-r
z1f47l2cA+POdezTcc#kMMYM5(8GRpUQ!ddT*168s5ng_aH*XABjgy+gZ*+>Zoc%em
z3_2<jX+7I?u*7e_eMLN*qtYepew3QW{n~UT9H~`a;3i5jO+E*{Y?Xw`>6q3#fjfOk
z4hsHjxL2>_&k4)l=4A1wAfwt^b21cX;V-i7x3IL+%yzQXT(yop_yUjx&)v`OmxWF>
zt!5l?zWUKGFDB+~>ou#~=>%h-+kX2mG)t#CD)))=qO)zFqGkI^GwnNwjlTYQM8pK(
z8ofUI{vos4<Ffw)854sE<I7vZ{5$<3PrWapyX{hjNh5WwI>OZ|yzNW5ZZ*d7WsQ0F
ze$Uf;|FwMNxq+K)1a%q7a<sco!?l}z3{GPiyfxZ#+Aym~*n;V)>GXZ}KTtKk*!XU(
znFyWl0}bo8zdUPQ8f7G3R9s;Rd-xjyu^z%{M?hjqhMrO<usqb(rCF4CYC-9pbKh}P
zKuEUHG|g#jog>a8RHNb}|Dn%&1)cZ4B}b3S^U<$p3dWw6cuie<2EfOoD<}07G@qks
z&b1(&?FH2%1$$P(@7(T~NVj*P9{kA-Ytz_VrAYWq)35y=Q`n1Q4$&nBliSF?L0#c4
z8OY_yC_BDqaQ?M4pP@sJ^*A<S_8Rx3TZ-qW5gCI;E<s=V)J7`J*}(3K9VIojmh$e$
z&%8MPaQW%N8Dsd!;T`XUr9NmL_1cs->1HQY_Ux~82*uI?OD{VbD!m15SDWs=er>cP
zM&=rG(p9!0TG5&`rYO2%-zr5=T1EgorQ&}*b|t~!Lh=Ll8=T$J$<>fGZmN`Cy5MA&
zN5p1@v}a-3AA`@<D1ngR5WqhIPG=Uy;P7BMw|^bnz~jcM*fYfgWoK0!TCwd^q2mBd
z@AF_Xkttnh`|`j1+9)1=1f#K{+ifh}he`i)MvI<ur=_CY2<@F`RJnS;$?yq1s9;Yp
zFo4E6u#NxYQC<%IS4W^p_b?b98;*>FKaabwUuNhjFkGT__*4lgZl`*$@qxbeh=Ect
zI-MQD*Z{!}g#%JVFCz9&0yPBi9D&yIv+4n-q?MAN%jHlS2$Y<zqqx?Dqbyamv}D-k
zN!<p=k4(y>&x|%kQl{eNk``Y&hqfCI*MCKlRa7(mwUucKfOszQ44|AN_No3LIQo3h
zL}jN{vMc$47Oz9)C1A(xEObaXy;=k(!s6HA>65<Uy@tn0S8gPry*jy~^*7ITT)FPV
zklUQ%Q(woJO+I>f`Ady7Ll0=3<NRXH`c-@>(n9|Mv5M@X^L@8BTSJ_ZFZs%hQTkgf
zDK3~(Md6LvW%*W7P3o=~vj`nmjyn_t>%e(W-E)!*s^H-hh(1BIHx<=SJRRcGBUD|0
za6vQ1Yfw#R=VGO#7(;R#yuT=YD3eglc7p*MaC+vL$UKJPIt^)uoh$e=k+FsZ(QG1)
zG2Q`xMRMM)!sHZWYnDShe_;r_$G%r*2&17fsOgW}?`O>_gq}Tj@0+Rq?M)SV*3cmJ
z>h6c15Q1jpkGBu7m|#P!*K7Wi-xv^cl#gO3lDriaJ**4-gCJi3pUt2CA~r~%`*3S5
zN{`p4@7}#zN;$M{>ePy6EoMJ8B4EXzFU<9z-irckvUZKS=pv6sLKk0qxhUSI{y?Nh
zV^64U0k2HMzNm=dPloYI<Ch3{S|jPQCSeRG5ndi>MZ-lRS{8;_0I%=8OYkWoy3-Zg
zCJW7@jkUI-V`?c4@2V@@C9o9zC1uC<AEKgmsxeVU8ber)6{af`524ZZJFhV$MqLW;
zWlX!Cb=9Hq4rf#(_OZe-+f&wNNWB(MVp|<rg}N({*mj5-QzUkVJMY4Nuz9(#mCqW_
zTo}`;RiwR|FV6WqE$aW)o1l6g0MZPg$!Gx)-$3`62-480;rpNIyYs(?j97nc?OS^)
zZlX>My@QhLqu@8=tGCs-XZo8D31>$mdHozS?<W>sA66d`cjT>V4>#|GLw8}KEZ6Rq
z1;g<q4FIzs0~q@qER;&R_ymX@qa%%bCXXSHPH5M8Bo`0xrK*d)qz09hbn)MHXEc(T
zsIhRsO)KQHD7=^U`&LaGu<%$XuMXwCh~neKhl<_&_U3KX_Y{U*7|p*Cu7IFO?Z94a
z&RYcz5lm3}I&i%P0L7<|^M9&@-i2$^0wxGR`=b?kk?;rq#<)G038`X)rAq%EAzxDQ
z-~UyXlb-f!!G1g0e!irzeY`SoX$*8%oo904e!LLEBH<xtRCCwaqZeuFn297$u+(+(
zr_naR`7pE%EE}M8x|LpkXsx5|H9Y{ut0R9d=GflQB^@@@9oZK7E%1)KpscdE2{A>+
z{I9aI?T(wk&VOBSkf|mMh$1f_S4sy+e;~VtbfJ<B8PXJKRmP!4=rGlGlmU;&<^N;p
zyyL0-|2NJ-=a}b^RmM3+LW+>AoMVKHl0Cwa9kR;iIM$&MLPlAckv;RVDKbJv_Q>9w
z!*R~<?)&)t*U%#mZuk53zFyb$yp*?LiW{x87VqjRSzy^4NkCE;_wBnclQ4X(k5*Ly
z5fog++Mm8oc-u+LcHww7_op(Cac8W$f^pTdk34Ap0(Tvd4MF7Qu!U~@T)WzDFO^+7
zRwnbm*7Q$pPI=vb#pSRSSXi;EZcX|d6Z+#iF4NKYBA{a}_5Ahf#+Z4bg}2auI~rYU
zNyG8I4?{oD_=);_Ln(f&sx=p@ex`rlJmLPco|p9*2AJDbtjwLZj!Ox^Jrx+inNw<{
zjDtV-Mvm)tIP;F{P3##}--s{PYM&<1%5DQY?s@R_2;<;zbTjNeW2h4rJ$}qonm99>
zM7jcuGCw|;EWVo-#Td_M+;2I=wgjFMtzKJtrygMa)eUzpz$fD)b?0nRGd*>uP|Y-#
zMKX$j`Zsg0dkwFZXZouF#<sak@9JA8B*y4LW8Yu5=C0Qj!zY1;6Wjq?=Lj<KlL`r@
zM|9)(*Y2tdZ2Y6n0q9WMG3t${H_aK?UWwEi-3l|!kHVxdr`@E?cgHgBbr|!K25$`O
zk_P!l08`8vPQ7yDF;IF&RE#0=06eXPs*f0;pkS8ClNo7~3lZ0YDaHNX-nR*mzCrSj
z)}fiphP)qmr-LwOV%O1nFTgCuBf;fRMgFWkM7;mYfa=Y+1I1?UkIQ{xW*C8Jh0FNS
zBP^Nc*4q@YJT&s(?Pd!N+Jm}Nf--P@di#%i|51O{%v)RE)(0Sg6~r*IGsrJzRRWG|
zl{y1wNfTb$&t?}i9zp*LO?9^k`8d^8tEIE2EMPLND&86NYj3Gx^WRDd{pX5N4~M6G
zGP43|mEx`2yb##weu5-VZ0mdlc=DfU|A$1T=AA778uL!j16o27^mv%CK*%ANcFYDc
zW|Lr(SJI=csoUGh5Xw7Waeq8Q;77#i_Jr@jL;>dLXE7493ygASE9s>3-m+%=)OZUa
z^A~1+4jy=Lda7_XHMM(rX}?RjtjQ!EF9Z39^IlB-tL-{b3&LoTr=^1TdDYcl7{W*u
zT)};@iSJ3%@!;PwxX;pP6Lfa6iL|kEX~g{pW4nv(^*=QaK+lEGKtE1ZZ1ydl=$X|j
zGzR_MPsM+}`ukmMEK*+H&kgNki9A8J65h@X(d}$-O^-^HUmc!lX)1QD`0Q<FHon5j
zjvbP<r0o#RBJfn!CeDK~)YWS3<XA&*MeB^Z$&C`RiMOxpGEJeM?;Lm}o`^KCB*gsH
z*mf&XE%H**zy3i(JIA94p;7oUc+_r?p<I%FbJQ+UqyuzFQ)x@aap1ut<D;uk^0Z?M
zbgj<}fdbue&&T$q-KetZ>6?fX@qAg!LLJ5nHATF-US^T$DtX?Yuk^kFCK^L^rRhn*
zvBT)&n&Hx9GXohr+uEl|E;_(UOGY*@b|9trUT=+5xYUz8&yKr%pLo!cN{p1z9T2(0
z7xJZ7G7Iurr`CV%(lgVs;?+P@aWxO|lApWqaTQE`-_S%KN1}=ekzWvkfB_SfFd}~l
ziMHcSS$`p*$GB_LDaUvcjhoq2Dy<M+b+F~Oamn*^$@6!~vv&#iE*$x7xwt_sElca{
zVxd{}V`NQSN(W*!{?NHxiJo@sOP0mc+@9m&%0Q26Phmh`!g?0@bEOdO;BZ*7Rv2vM
zhz=my9)SctMF7gdEx|}SIv!XmCpK7!egBLcM%6b7AOH|lQ~<&j=mb$VLongNoXJ-C
z9ik{5l+{CC5?QU42}n_sr~Vi3p{O*d&85>6(kjV55AzjtHO9BrqO#hpI!=`SRTr)U
zKj(2M!K`9(f#)TF!CarV9vQ&v7zD^qyFZc4Yl-TJqc6c0=AD`q7TP&NV?}SPH+W;-
z<Qo@<B(CX)p$awWH^lj}fbJah6ad<xo5#gndjTIYP-S_>8zkn$3$&sG+vv+sf!y)1
zR~vB*Qq_#1rIQYYcdu=VtX#R(`3F68KcyxZem(ljm8(}EDsK&@RtCKrv;q}2<B+b^
ze;zzt2{jsgCRnbZOZWcY<a&ln_<GzH9x=SFy)0)Yd{V7UrQ(3`UP6oBfW5|nH{a3S
zmzNy|`mG)%qvYkL0zFDk!;dfRrRYA+Nc+6}JxHa5xI=;cqYy+--N|2$<KPGO6G|kC
zXYW{Ga^FQ=ExjGxw-(#is353F7pKqJMt5S(jX9M;6=W<hK6@!B)(f!3%{_{P9yXPe
zbAn1KMcv)qw<b$_%>3;wACxcD;A#n5d+l=Xc7PQ*d(i&fF6fUFOc0@!jbB9p^`2rx
zffIz^)9h1*nUe3*k}*9|Jf!HxHDz+o^qxX3<B7Pk*xieRKNP^q7Qb#C46nuPLFRE?
zr`)Ci7j0el8AOOabG2rTb<ZrO-Rush-~YA-NBG^ZyZ0`l*p!x5c+0R(H4k_=l5z_o
z=S3%(0W@seIZl6)1Y}A|Qab$LA`OdCOPzo%`1v|1vgMak3TfPP)$hmagTp5ee^d=+
z2a%AKB=Qd<sWJj04vf@iG|vHp*FL}wY&?Os+sLz7@JBL5=KaG%2{9vqg%e;r=5L1r
z=IFCwfe{|SC(aHc|ECsELppWeX!TL-`AdHZhGdFU=T|QPY7(Gi9sTs*hVPArnNVTT
znWP~QYx1Ljvhn%NSi?5{Ag``Vk-IFcd&13CVgRx2k+S@oC)Ay%3-IS)E8u_oi0LkD
zjGJ+@7z$9F@){a`Ju&Ltg$(%Wyya)Jp?cYO%z6YhYWN4HkRFN!4$Hf3$gQYz+<f`l
zW9W5r*!Sy7P1l-fAJy3vm{m%Mn5?h#y|RuNiMunZsi>&_ioHlmfa$AB4i>OQFGHUj
z(466z!v!A>?E0dYmAxuq%E(;6f~KtT<>Nfqb_9uDptw)^N5=sci-z_5XTXf8uQ+{@
zV8!G(e*-A-xTZs%{rDy&=oTUvWpfR<_FG5O&g1$-7U4^4aOO1tU0A*hRZ#?76HJi$
zD^Kq0I00HYAbDSZepD<*haE&<0e<dBj5-Q&H0BZdwH;k13A7p+0r6=Ml}idC3|bgb
zQYuZ-!C8w2z`g^XJap7OsGU)N!bqBVjfx_$>AXt`+C+$j$4S|f4L>F*H{!aW^PB;3
zJ|vU_urFSs&kzhk9PqSsrOqw>{NVy)bi2g_sk{ob%|TSk3(BiM=%Wx=1WgWn0|8QO
zg(luVVr|c*3xN|JK9Gd)L`DL}Kgoxb*`hfu_0^exmiNXAq6w&QFc2fKX1-JoAVbEH
zy#e5oy=S<I>vm@knUTOd;&CG&#$8X#J^|>uK+Kv{eoccLpcB08U}SfuqC5fqB)IN7
z9yhsuo>ufN?a>;hFe+M2X|tVw1gXNSH+rw?-s{cH>r$ilT)sM4I6KVEj09%o?Jgu^
z)yyJdYhyWGxdKaFW@x`&wKprcQ>$h9GOc-1EU?M$z|V(Z+O;-1Ke&t{b%o5n-O1>!
z9k>-yTl^*2>0l*YCgy(S^-|k0b8WzG7;_uuxCT2TT2cRd_zht4p!h-LpegkLQtUP?
zsu8hvj%X~cJ4l%LG=09i059i7ctx=q`TM>j)osAejAnnmFl=&9(OfK9gJ&5&$E(@h
zv-F<003P68WV!pVC0lq$o+!@WyT9%Ps_*p>^FiQ+hw;qrw<O<IuI%t6jLW~hY;$qa
z>3;`b-5bxd2|(;D>wlQ2OK9Cb^vRpInapflENl;W7{o3C_W<YP9*psl|Jn($Eu6^H
z)nM%i>|dpBR`=6<l~CH`!s86%SEl|&5ssjbgc=^@0Qa39V6bC42j>9v`9a|G0-zda
zXJH=9^-E~#@~fc7DNe@r3Blp>O7isElEy>G)+oH28=V>&Fz0yo975?b=LhCmwy#)9
zcP@a>;xM<WZsl9BsHvlvPI%mqY##+1jzn74?%AACUBkAi(R%+OwY~{iW3z>iuHAEo
zD*S~Tj&5_}t}zk+8#0Kle@Hn=6|ZG@b+4ZFR^$%BzZplw)-i<4G;CQtsa5<S2w9nv
zrM_YYTwM?_{&F7eu2i<L2aw-_Si}cMN6?-69ll4bkKVt}d*n3ye#}OI58KUJ_B5CF
z$fIaHzgXntxc0t_1@iC@AJkkLbMp269C7QnDCW2rN!alw9d6DM{u<2@$^c#Mhgv4_
zmp`0vYPNg%>&YB(7v8czZiYPnos`}p=ZzmP7zjM>TmSX$6X9%40xs{hxT==nx4Q5d
zDR=Z|^8$_^qJTD4U(6pr0GG8Pq65KYJ92K0yTrEu7}ptD<GU%bd7mpi74!W0Ib;>6
zt|wnoenPq<CFg(sRN;tjtM$lrcgJ#T!^~lKc6hP@Se5^MRqyp5ue`4AtflcV{aM?m
zxvhhH%f2tROXIqpzNlv1(BiIPc&uKrDp(>`Eot_$C)v!CMJoJfw(hFp2pWn~EIiQv
zDIZJ&^Nqc2W*2YEz5rp55$X7t<k-_wxoju5B$G1DsrH!FnjfWBt_8{s6S}H!mm>c+
zN2PcSCss#jq1dO|H1n|~TI~FoUsf5*IuJ6XbR4EheVpy_r$y#wZwjA8x2<2eR>9BV
z7nRlDoMU*@tOrJeL)^YpTYTmIZpED5Z!2Y%)WPV!GTQK|-@;q1xuBqR%4mLFbdT<=
zDNeD)yAUS9xfjdqJI?B_7OGIV0~h_3StywD<><-bIXu7kz+MS2@ec=`5_4w9H+wB%
zJ<?uwD}$y{KzSfac-6;t_L~Mc%F{f_Uw+A)?I--}5&Z|>D<P$`IscU^$q7cD1UMCs
zgI>e5U+RVS8h@}atZhSsUZ*OW<h=L%D>f~YTFRL!VU`TWzKIbLoJ2veX_PFKvERiC
z3epj}LAe6dWLJtzglka4SQJp0r-o?F@6I|QFRjS8&Jqc^jfuOicLN{}=)lRn0Zk+J
zHs4fQMh(DrzNC2Om@Q{Ai*z%GJ*91n?Z}c0!GOQ@-@NKWpUub_memA9A<z+2Ed+9f
z&fvH6N;@zYEc%i{QYkpr_#uhnaT}R9_Pr=dL5D!r3_AHW&=O1pmpx<fJ}gQ!Cc32)
z!Qp28;oF!&p#a&3&5xrfl?p^gis~t=g_&-67CpTp`IGmK=^7MkA1hvnyTfRZ3Lq@<
z+aXkZ^YARkFxnA?LM2s$Ke=yGMj4Nw?7EcM)EvPN3X5L}Yap_yc%P4qrqI>c>4lDt
zpzn^PzXqsCBOFQe{4oLsRR+K9#$U_EG+Febv4Jk}p7Lv-gnwmzJt%{MrBvQXjWWBI
z3Qg#mRo29wfdTq{W6dJ=<V)bEYzlS67x-4OZ(+;H9(pD|`~1h4)PuWY2O~aH`#rG*
z1&tZ$+cNj&{QUw+Zxd0@svvjAskP;<isGjra+(l;i}2|x45%`t0U<gU1#4h#)EVSe
zT%nZD-H*0v<0Z@@9=l#g0G*$3i$8-<c*cx)fYsDwuiSUnt<)f2cp}m{;P1j$S8kJl
z(+V!2d*CftK}Pi_+?cfY_AgjH2H@vq_^uf_lPLv9o+a!<{gJkW4!~AJzSr?vnzYz!
zeG#-jlJP6^55DK~6f(eOKd=)@yDMM6H<sNs4izCd?AE3OBbn*6o8RH|P*Fu-Xj8gr
zx~fuAKap_YLqhNq71b|81#hrOp&K|^f4cK<*t51aES(`$TK`duR>6gWXRAAytb(TZ
zL~v;+&?JDCi$zWIky`m+_4AD-7<HzZQ|K)=h0d98x+IF%8o3qZ1{CQ@7x0wE+eN`-
z3~gn>!Hs!u5P;X~aZ%*BTC^KlgF9?bO<Gb+ou|kx3ckp-CwgK4%wGW%Oo8cM7v@$5
zRJ!!#*G_?dG1F5?#7<rb!LXAKn_l4ZIu~(!&@)5Hm){4y2T5+K&mJD;0E?cG*gD8>
zBCg6C;J;aXZ<!#_QunnKHg=xj@((A+XjcX_2bz0{*~NL*<L&Rqhmd{duIVk4cfE_8
zP6EdJQcH{UKE40-Iy%z<?k_%z)YoRE#LZ9v+qiS^L&e9n9CH|(KOW*GGUyq_|2oWM
z5U};{N3WFqzHuW|zUi~E%>&|57BjCwe<FZpX+4FypJDl6cZobKKjDTaP?<WQww4cY
zPMcD?`_lqQw_ISgcNq$>s`I6Qw1Le$Fl_N3Kz(jZQ(i(FJZ|kn8E$x*lJmh6h1n=M
zcoMbdm6ImFj`>IeiWV_D_zaA6#Af{iU;vjVp-7<NEdwwqV2N#vImEV)xJ!VUXKa3t
z61aWo*uNfCW(?~GxD8X{MC>nat$`Oo-P$_z@vTVdBHwvST|iX}yEVAN5R5@ppp*f)
z4k{}Wai5W(qn-{FZNLaRK;=N{oEAidmI+w+xy+*EUNh%{a(dxgcYta0*1w)CpjY9+
zAoJ<@TYs?<Oe?*@zc+<ezaS9LRXhS@2mlH<mVA|@qexJ`0R>c!h&E_>AO{H*VM!L0
zMI=v$8{>of0mdZi-(<cI9oz%(5Q11h{z~rG&Lw461l3l&{Kf<L-(IwfDZ6s1A$S+4
zffVSysv2O@;*c7>?^5Jy;rwE5X411fa6bMd`-iM*#uj_vH&24i_)_Z5`r(Y{hsKq%
z*L`yi=`Ex3-o;iccKu5+Un-nz`HVCoO3%Qh4Sr>2-%2+pT?MBsbgQR-y6{rwoM`y<
z-{1_xR*6Z26xqnj@*@!AVuK*YO}I~}Sa~GbEyVMG4zRub4q*a?%x&3Y?&zla_B-DK
z%}9u^&5!wtnw$CEooeQ`ahe~zjhZ3}GeOqKwL15y<9*vD3Kqs&7vSO9@@Rwl?Q!#U
zhTg5im&DW^AYdJ69<b>IXvD2|xMJVm=7D){!+kP+)EuyvN!^z(qbKS=n|A?I*#8e-
zZ3N}6RQ)~ZazPg$k3A60KjU#Hb=-B|*DLCJlFxb@P)vz##wvu+?$fM6S{eQ$6a&o+
z82!IB^bxWI$ZpWwentYihEZcQM|_}}IFuY>@PxLeN$K{#jczuv^a7snyE=dr$4^O$
zi`w4OiU*wt50<~}9U|h4NpbNBbpK<Xozad}Ou0MtAHBM`xP(%3Cx;QqKT(8nfo`#u
zV6X0%LqMfro`+ae`I8|*ELu~2haEYu;EVro0*x|5Bv%U}_)(-dUSqy?5t*Gt;2uqO
zW#!x^IiNLORaTRCCxH`7DbUtRed5`(P~t->Ki|bqoq;z{(hU_`L;5cx#onP>e*-^B
zVm+`zFgYVR){(8ggkl*Q4Cm*KOr#EgFy=m@5*k6Oj{|O6YQU}%BcSO#YQyIL^*DR}
z5BgUImszF^apWt<IP!e&uVv8X<{WXy6+`$<y4>C+{wfQ)#5A96U@%AP$l1$z%xu6e
z-1WcXxw2;B_+}Ylzx{Zw*=-@c;0b1b#4}T#cm#eYf4tN2r1^0Esw;QERsonh&}EJf
zIeWNws}VXg9ZI>lK>@zA+jf9El=I3o`Q!egx7Pl?vw}h+ac!y3+WIO^?K=Z~?3Nl~
zu%)rl)!t|~wsdyenM_{9>l7Q1h20L1&A9FIDLt(aQ)psjaqpS_q?yjh0`^c;p59Bk
zeu2)6bJ@<UqU~AMJyZt;-OU=i4zk~z(nej0pJ;JTA~bp0RFq1~Ivsh#*}AP+G>zip
z`Q21uX!37ysinUXpWCcQl+ay`gs?kice@LE-YqAGw<npT+FcW)E+T)=@Zp@Uh&3U#
zG|6_Y$|el8^oQ94r%SCCB>%#W=-6!fp)AB9P$R}D`=r~Tl(T{F7RPmdE%DU5ns(js
z>z=l<;aapbN*v0FS7Njsu3{|deR+mX;WMmWe>Ok*_P?}m93NeG_wxNT1IsM_vAWUk
zeaupS0hD_M`xkagJX<v9IEqOk#|oyD96d3>7q}CtVq3`wVzkuC0dWnHA37yCBI@mx
zO4q;qSETWSKet^$QQTr7rO-n=yh$%U#GM~D8}IQ8JveIl5ljR6ZuJVk{VB*FEU9#s
z#n?_qlk+_rYV!FZjOwR|>m63bdMjR4h6ohIISeol7d)J2rv8ppkI^l9s>F9UUvXHA
zDe79gAVf$QG6^ED5=-s|3;ttHl!MQn9YN7IBQf1!k8bJ^gBS2%)2rm#jMAXLQba4q
z%#PtZ5D)rQ_}LbD(02zP32|vEEDLM|8HWWTY$zd0>S|>G+PUTIjP354y^>EAas<4~
zVYW;onkp5PznQWBi28s#*l*Q!6~3lISAX<^#bOaS44!5goZqEsiHI>>FzWcoOr?$b
znk6(W_@<gB86`-K)oFXivIuwkPBVC&y*8w+f=!2*MVB6hDR=ntNJkOHMcLOSMizt^
zD#j}7121g*1wv@;EMys~@g13x7-MJf)?mhN+)I|e$>I==b#Xzs%CDsgpY|KF_Tgyn
ztAIF)g|LEGKowsV>i_6``&{H~<b=;S`PuZz;G$6p?AMO-<Aa_UAmw!~y3sS%d@)a=
z0nA$VVMFT9>Z+eb%B~y*<@3L-4ceirb#xuf(Y>^vjcUspYpn_A1Jte1`#y@az+w04
zuQ6qXHJ5PYw)KA{jn$z&U0j=YoN=s>!eDlVD&M{E7=RrD1b3Q$bAT<T<$bt+!dX?z
zc0ShQTl;QZtYQx4^E0_;&rjk3&1w$cHZ%igB<)R91ZKkLp#R<%2%W!xQ!Vj9z~Pp%
zWQ!lGFoK(KT@5`*1p4WL6Y4`IeCo+)=Xf;c&qddJe+B=5A3xMsfiA?oLmYrVbeo#O
z)n0DRw>w?bHC1|V#+avz-f{M^I-I_$XYCL6zh5gwj}uNO;BCE%Y0u%6fHBbxoE<rW
zggkt{2DFuvqs2DiXfzhp7t#tCVJ0)(=8z&Lt}!y0j~E(4Ajz#PdH(7J&NdBR=u+?W
z&l71(3CMi=6hES^LR0T58c>iDrYX0u{0|H$6+sn#q~Kk(Ga@!{v(0*=cpr+$No8ao
z`k^goap|>)shK(lTO9TzjCY?3^9Bh5ixu^5Cv3giC6Ih+#p|del8>R@F>qo(AvE_q
zB=HQVHA!m4<7RuQLX9-kfE7z~1koz?82Wo2p0WGUr`D680^Wye50VCZfJyEMDwDy9
z_>)>Yt>qNkm-gw=>_oQReOnuL3GrZ{6O0_jd)*;y@KNrhWR$=?gWD?~kdYqYIh@xQ
z;gwXmcpeinH94L$p4l`Ig?KqhQH!7~e4oS%Y(rlVl>461d9i+{xeaqCD&D?vrkI93
z!vbU*Y%6c13ifnl9?q;G_faoPU!vxXF*)#e(H%On%dHoWT9txNjGU%l-2Rv{Z?GBo
zLRkR@Nn)g?1jIKzGF7xg1qd*#p#h$mwZ=pupkq}VRThcMDA}o{{Oe@PqGZ~m_zQP-
zvkA7jM$&OQ9x+9{Ec6bZ#IYZuUjepZNw){nG~UHkej6^c5o-k6J!;}u9%VcA8Mc!u
zBfC829L!9sMN(D^VvOGEJbPnI3J$&Pfd7Z@W$S_}06X4tZ2&5k4Fc^v5=OWosk+RA
zQUL2;_D!8hT0TXdE<mV0hXagiO9i*7MART7J1`vUqv#Sl&vBK)z(-y}qb~o^k3(1C
zO83M-*22%^Sg<47M&rLmMt-&bd29Lxp0=`?Huiom9WLk(G!GyBgUD&s1Cyi+P?%c-
zl{5wqjlAI#OCwX4bai(A=vtWRf+C3-SZV?g58zBbhFSyj4><!C$c&c0Y;Gnu6{wZ0
z7LoMca@>6|a_?2H|5DV>koAMVzm6V%+DMm~LSo#}e@BVh_s^wTMyl{h12JXQUoj1i
zCwbqB(&P6xvk)OpuB>!3ua0IVy=F$dnoC}SLGFA7`=*AMNqv)=>!WNp7z=~zQ{Gs8
z*iN~+8Wqwi#4bi!yh1Gj39UQnKZSl6-lKEafDgPaMldS@Ai+WMYg@L?NWxD|J8zH8
zx&y$_^x~!1qj@+=Wx7A@-mao1VLhR{CePpE+ZT>HcqQ{=Z}rvZ0lz*(VUp`z4=gbC
zOcLr;v*phYJHA{}$Zth8uO_wZxV&uIg)=?KrOrgw`SO2g7ToE&cRGM9K_Psit->uG
z_T>>{5i>wWbfLIa+q=5Be)q-lgZ}|Kh&`9eFZLYWd#K&-o&&K^G(nl{0^S+^F7FJe
zA7;bj9xAM1e00KqCmk6%eetj~P^h#?=qafcpdLPTuoNx-Rdosdt+dI!h@&K08E0|W
zTq^$(CuR$qn8cR|YA1i-U%isxN$8nq&J}S@==+qouJO}Nz*ah8c)MqP%%(`j<hj=4
z-&I6KMPQ5z69<H~5IR8zHtIcQ;^;ZfW)Zk}sNfjNi+{~sBBB8Y+u~SS%X{cTG>0?X
zT-H7e=@~ZDym|@T0z1r)ks{-Tu-?ZgMjaAD{qZA<JPbmOvEmyRp!f|i0bh$jq*x|x
zKUA`UxbV1n)pZlD?gS2+T8g~I{Z2bRH%}dpb=vzQ@?brBpdIb3^@3)P!%f;rS6!w3
zp4*k@Z=_9t1<J4rlj9qG;m1$d>~lM8HNNTdC(-2TVvW;8;z~>?delw%u9iMkr;3<<
zRq)8bWNF)>BsG)M|7@P<Y5%xof6~d4xcH&va@&%4v`RVzeuZfv{Uu%WyAm@+n~5#(
zz>^kWe1jwXPvK=v$8(}BCm)JMFBhhhEHmXVj`eOLeYXH#LuSD0;9o)b3G)2BnJ*H4
zqHw^s2leOvR&z0UJOeJ>n)S9Cr?B_l333OP%k7>VQkf}JdrKo*)_>pQ#!LO(9BeS8
zK?{c<GQ!|QRnupG^5NO0uc5hB_GU)AO812$yE1}~pr7X9-=yx<w3T-kx%C^HEThSO
z!U-;qT|f7mSi7tA)zZAb;ULMj5n~a<`a<SwgNGg~vya{Sg1Fp|lw0?2F&ie)Kqxy)
zbte-&;-H4Uu@5s`dXlf%x<zY-M3aN2CQ`poi&XLc$WM?<S(06vaLelZm_+U^WutL)
zjmbPhB|RfQKEEi>@yn~I>(rFhsBW!^iR9^LjhtyW_E2$}r5?TH@`X*34KG|vC*Kzz
z*xWi0&-O?BP9#6)y?UL0esjY^yv8HdQ0TWqrR2GDOq3&b(6>4Q)Fgx!|B!Nf+0d!`
zWpR(EWc@+fvsk+ipS!jlUa!{p9!xe3JkG2tZXNyWeM%)y(KVZ$<(gZ9E|~`4bka`^
zq*-XRa5OxHh<4(H8@bJ$k4P{j=<g?5{}rX33E^=q+u2v))?cO-46alt3iNX7C6%VC
z6P>je^lLEk&%_LuJ51PZciOW2vpT7+-aUWwsp;Y4au`>TfAO!$HL1~+YiJ-=VPgIT
zm$&^f;9>HU*!`bXg&}SU6!9p8Gw`DUp@_u9rNNNuhzLpbG@g4bN)VMvfM)IQQ|JE4
zY>tsbJ?E4G#7`ba$??a3m+8?x4Q8Pe-h_=N)5>Z8cP=bumCH=0!sF797xfFIw`Z4T
z)6*}S=T0wq=7I)NuhG#Iy(oBARx@7G(bk8ybGyR%arM5x1ZBumm@qkZ-krU>Yd!<|
zF#u>TNDw7M`V319&J!q}ixL1&6LwI7sMt$@k7T@J>1-G0Ct?YL#>8+9-fJn26nH6E
zDIyrA^0GwaJF@(92l<yI@w==_9kuTyT5G9`8KW?9ZP0JQ3_>FOlE$i6P9x`m_ILV3
zdvX$(FF`!TGR*l+YILHQ6*+5iTfP_uMu5|02~oaS1XiPzNHOvt!B;77Q{HUbCG@LQ
zDt&)WYtvfY`9h>7t-f7K@0tymgf4YUx%Fv9xS(Ouw#eP=1vR#O%(vv&gkKeyBHBRr
ze82W9aLnUa6FyHkxeip`_idFo=6IHT<wMPotqU))ZD`|l&4v6Y8Iw<tmhMW4gSP1f
zp4WCJ-&BZJWCUf!F`cJUXSlCP_^YGY>)&!3t{9^dnMi}rYDaWyoALte&ALise?Blb
zxbXV|J!%8x>_C(eu~4bm%F^|bh~(cKQ!nSH6$u?<vll;%kkS*Ry`xrZ38%~y^V6Az
z<0mdt!OYQBIaHnDGawS86$%y*eZ;hlfSK-36Ws@Cvk*%mnH^MFjJf;vr!m-Y={o<V
zzJY~;6spdvQ)8haJ|6CC>)Yww1glfQls6w3e*Nd?Je6K2(&V{0&|9~QUmLj0ob}wR
z@`nZn&BenL@Dz9Hc)z<Xu0qNErH^kMb$_)~@St&7V}s5dQ~`+yP7<hhP7}{YiJbOd
z`oTyfkH7Y#xqf%=-HyT@p3A=(dWbXg4)pO@T{iP-_I|!P^~1Y4=+$a3t`^yXS)VS&
z|M+0H^O5s`WVM%>>uP?)<iKM47f#EJnUxX87~wpP_$y|`Bg}7Ff`2Q&U?v4)jtU(B
zTa-dvPFC|VCNA}6Krga$)T?C~&ZJ*wLT_5lP;bQ-qQ0F`sv&R%ss0kWAH%T#&()y=
zHt`HHd@(z9kNR9=Y_-JFsfHMoDETSRc=)ub%q2(&#qq@_(5PirO!>1Y49qKm!!Y-j
zZke)*20sc>3dH8tDBO*H-mmVPdxx2qRFDWUj>62-b;M{<5wV;cDJW6(1iPOc!^O8G
z!<J>9F{UbfEo{;F^mIh|ze)jZycV9-;jv%G_zkMsX&)&Hf^x4f0+v==b$(K1_Z@jQ
zPb!Zkz`v+vI)#urnDNLG)-#+0h29(>nkqZh&OX7jr9bvAWjn)7*1E9JzrSISeyDlH
z^YEMegf@dwQkUr)Ioqp$tUk?^^xj+dh>>mGjubz7QDXr}2A}um)vgIbY9{j%ay^6$
znBTPVip`VIdbwsS-7Pxh1X@Nc*#@E=>bD0aJZXg%IewQ6f%gFsVhIr~JJyGak65R-
z$pMz}QGu}G)(sVF^+npZitGurD$kUQBqdA|HM%vPuRw)sxb`Tb_My?hqC(OQi{OJi
znr2jb4kQ8CwG`gp!12MJ(_EplO1VuQ84nF&SBX=jTtOfJ+!m{UbJtU}dxS`-(%Z&v
z8X(&j$;3fr6&4lJ4Wer66oOcW|27h$L8#QEtD%=h{5(*KBlgSUL~=edtN>hvKw(6S
zg|&@E9+-O4_#8ZR@`~&R7$OH|h(B^Rj06NZ^eMd^C1VHj)%n|RpspG6Jt%)H>S+E6
z6CbZMTfEUQz~+wHi(sdgR$0I9s1R=1ipPRP{X$x~X&NcA@7$?A%*x>wX=Q|z4Disz
zqT;AjZUC@3s;4yy&#v9Yphm*yNv-Axem=+|To4jkfDXF_OI1{4p9bYr+UXf=3#<U?
zEUOd|1TPV~=R2=4Ptuu_ACM%c3=xD3Agi_S*YS}6AFsLRw)x@q%v1{Nr0>eZU(eMN
zlV$zXfj7oO0tFjwOXM<qMNZC6cB(*jvK6UST@zg=1(3WZry(TV(04zkXat&kXc(})
zW`DNMuA&`aYV^N=o|GZ)*00yTHrp|6IVQ$jednBp-&w&|nX!sSZ`DgyZZ6+$wB(w-
zJRd9_AKwiKM6cI0yOh1^|8H9A_<2X?sc>CTnZsF9>)@?f`ZE8qCK{UdVgH^#zE8)A
zCHc$$eOV8%``Zv5;Ynvsmbxc$3;vn1rw?$l0-q}-Eo3C}5u5n+%<#}K;B`y_6E6cE
zGfp@^U*XY(ye-}T`b?p5xVSGRC)F*)iS3#~CmyNdS|DUKbfRj{M2bWAKCPKQyZ$Xw
zE1=^~C}I2MQES;Zkvo{rg}<4Mh{-P|+(kMKQUGi80z3`VdhNZe*Yt!LzHhL&gl&k~
z3hrLO;Avz3uEC1mRG{*CKxXvR4LsO8X}kNxDCktB?B^-6xoJ8%?}lwYeeYkIb?wTo
z9GN>sY0xJerG>l2E7BWTGC$vAMgJ>-Gkkq)*4=6vWf<*OmX6QUkV`#_EWI@6wY)gc
zWAm*2`<S`l-Xb*aM5Fmrp;X=9R!rvMnY~I2Vk1L$<U!ODt;reHA*L|s84n(*{~)K(
z&-f`G_B%8hQ*SvBr#!?pvdqIZx(KvbjP$i1NC+!{awj8@aWP-Q*-5ZJ@r#xk`<_H>
zxaCs$9>6$d2Q6?t8JPUp2Ukrn-^0ukIwEX-oZEoUa75-G8_fPs-ZV*cjb%7HJ*t(u
zVX{n6zP1mI;6=b5eGB1t2}%%1$))Bmq5{Az>yHK!&%m0xX+lE%u=kkw<ecYB+=T@<
zMRlJO;AHZ_0f;<-BHj1Wgy8k@U-El(S#SO$bL<>n)=NloSE8X{>wS)nqC1F=7-5#D
z`o*$63(MpxpXNNV34Ae~_#q`vh_zLDr)Lk-di9i=#hi-OP(>*DONIVd)vn}6tjWU9
zp&{>E2t3zK<lJ3MpLyerNG}2B^1Ebp5J)is>S4uj2q?JUg+~|<!FJ%bi-qG0WO>0w
zo;_hdr3KN$1=_t6Dg3wHQ+2V>wB%}th|eMoKt>h;Dc1&w5Lz!n2m3oqBe|2>xgIX&
zr#vZpqxt+{(JhUbND{?;pxfpBe_Sb!$|FM$t>}s&){z|g(Fy_kOX^e1AK@w?Atz!Q
zPyKIgxtZFT{?}<8CBxA^akZ>7%$}}S>=5=XF|1fss~Lu~aCA<7kglqiP0z|J!^dL&
zR8@g2C|LIfFyFuvQ&9+@Lhy{oph&}@NLNC?r>MIncw`Twj*m6?x;H_0L($S+uYWB2
zHTZPPZwY&0>ARlyMB#kN2uPna&Rs4;F@z~N@rXn?FD4xxijr1wNc`rH%*)kAI1zvB
zO}bpZPxRSeE*p48IH-_7HtklxXM;#;H+TJZ*IZn=WRK6=^vbxT@f+CpWt_o>9Yr5b
zGXva7QLCq1Kn!KDVFsKLvfU9o^X|@$kK4<I*`f(KM*q9AK^{IwXM=n3$I4(vAMy?`
z8X9;x<!>nJb$a{N@qqX7OXbhr{m(5)!yDwoX^Lqlr4wVLv@I$j@E05RlMKGz7T)f)
z-cvSw9Qwm(_2-vYe(elwIXBP^aW3NiF{<xo=f~E~Q?5sIzwdFXIHM$ztHM^CX}QsN
z&$ZkRMmjdy=r^wn((*6DKg!kwqk?0_I4W;zIdIgNT!~RD@Ni0cOiyXU`<vl_T=$j?
ziHsI_)zXzGiQ!{bvW61ut5-t3#7vd1aJ;{lt2SktB>`SQWeuN?@V8MZJ-GwxZbz^|
zsIlErG6YupjD9M<NZx|Rk>xw5K3|$lUMsjN*Vf(rG4*lNiQcA;%2W1$U`|EMXh&H-
zb<=)CMAxGOeHU~L_T9959L#-6nw@hh0xBz<E8_(t*CU3n0Ug_RGN2(HX*HVu(bZpL
z%l#u)@{2Ejk2d@^XwWl|`JE*5-eF`V-b6)nUEi~Z(i2Mtx~r?n-07z6AfZps$y;3^
zjxqP0MG1NF6*RVvXRJD&G;RcX*;pk`#aM9&&j|W%Dk{dYQ8u6)<{zdP8?3^v07p?g
z&=jVudgb3a*ZnUAl0zHD90p)%-gE-e(1&!Sjo?Ef&sBO+JhD|NWYuy_h7^ose6yhU
zVgZkcY8Uk(hIb>+%B^!$C_(k0t0oUrEX+%9i$R5LlZEvXjBb>}hE4xSiz}iJV3cvK
z;-b6*P^N$G@!syp+F)S3Up5i@8`-VT0HjjL^%#&TkW9oGw#kUw`9@r<b1Q|1sz@+B
ztEtFcJX^RItx@+&Aw=p`;Sdy1WG03whpa%|f)JGLDtn<+<{@V|v8$nQtz|Do7BB1Y
z4&!w(LmBPSJ9;s_`kPYY0Fj4V!Wn*D>_+PKsy=O#WIG+01&2`YSeOdk()0S;F?a4b
zRZWd0EIS;2ldXJUE|XE}Y*a8F+e(WD)Ib;ky?$ci@9A9Z$wi?EOinQmn-_+szb^Y;
zHK6)k6JB-Pbx41MR(qk#Zdg~-N6idhdIA{yFZ^FHoQ!f?C=&r;^>K-dY(q1CEaqz+
zeN6{xVP`1g;`=#wit!=rKr|l=&ork!Tj=p!gb#=j7v$fz*2B24?v5?3$p75XOp79v
z^;AFG5iu1)PN9)7N$mIV%P^D<?E4*ZEE%3`6(=E&2kn9maiMy1a^k1wQQ>t@USf8S
zN}-WJELrFjQ-Au8=Ev(JJ^haC?cY6L#Mwf;8HVbChF<kG5{ebZj3w7yZ2pXFW@DPi
ziE>L5--8#fV?T%;4nlV)Pbaqf{*|e7?Q+fS?^JNPa!uhU<GDn+CW+I{T@rGu+!Io-
zr~a%2ZeG}bo0J+ctYHfmu55zbs&u+{#Wr7qd{J=;uKOEJL}?hb(t@lkwj7<P_JOa-
zd_reTLP8g&ahNn${89u{a6Ry^d!F3XS)=V_rB7o!#}*OCK<+L2YA%F>yP;6{rp~7=
zG27yT+{10_^jCTxq8l$Gw<&(Ls4GfGrU=H1f%tA4C@wfGinq5LzkNhAloiMLXtBLo
z@vejtIg#Jg@sT6{!ZlCI#Ll<N+PS%TcZbGOa=E_Csd}L@Fcrcwj}ii!|EL<PF6~{_
z$NoJ7^H2q!h}{;7&n3{RPLkEezr0t(6V9cAsXTznRz{al4C1);?tf6&{BvcNG3UW5
z=<urOP%j9~8zd=R*M2Q7lSKJ?yDS`&rJq)9iw9Rap`SCd-#Ub*CI%?ddX6X>GkSKO
z(Y=6hL?2@!r(HF5R45+`Y+)aLiqC)iq(d-ljTBt=)&Wj^MIYAMcR#ZDo#lYY!>9kL
zPk`C*Yk2R+eO}Ko5H~T34~O@B6uQ~$_Cnpb_KTzP<1<7_Yp&1DwyYOFkiE|CP8V3S
z?%ihz=<3d>`ow0ZS}U|8(@41}M;aY4dDs`4%Y3f*Ml;INvR(2giTnz~_)Q+Xk|ZW_
zkGeu6Y@UI~5)m7(uC6HPLmAPnFUASVX7_kywG32Dkx({NfV-e-8l?2wZ)`AVZ20xq
zg#W-e$$9piHZT3oShT{Nyl;{9Io{$s^5|CvJVi#L8;`5N8NQpIk_)gu9sK%f^IhFB
z+<9Zde7sp_LfXXi!84t2W0`Z?{f=I~FPu-ri}U`3pzm8}jKa#<<FP4D!7Z70%!&^k
zUq^=w+BsHdA*SQPPynWYNdz$uQdEUq%R;aN$Wk!Cv$-j8z>_+mAhrrr7Sn_aJ@{k|
zO^&APPK$T!p-jyZFGkcv<%;)|gR2`TVIl9K*HZm-ujEH)v8(ata_Lu_JQ7ZNm{<8_
zBu+b#Yfm{0qa()-!8)qkm8SfR5ad!WK8-8LxrVIv)ME9ytpwUe(I1NE*n$Mam`(z!
zKDTbsrG5&hRH}a?atDagh3q9xR%Mk_EXKlSJqqeVqEHZWESi}T7FjawCt4T0cb|#W
zn#ko0qFM;$3d>@BL5AygwfaMme_H{vq#Pts73gq4$uWaft!q)#|9q3|-aa#3GKS|A
zvv$Phg$K~}kt}u~^Z92$68j8D7Xseps8R+8v7tWLeNVFMPnA}n)pR%E!4H^U;b~<X
zKvbX3B-l52X?U+-A*XC_@4zA{Sp*}0z7B@-5<*3&C<;RbS#dlEP)WUKS}4R9DMNi|
z8zd)z59UD&`Pl+gtyIxrvk=i=wX9!jTfgrA8>gZOfl!JdWbL{EvIfvIl;OhlfHo=x
z%%B7zD1#3%Yhk}Arny_?A$MRUGmY<8JW04x{J_A(Kx|R0R}_XFKrr#e9K)U=x<NT#
zU$YXFy-#Cjo12Qk4D=<)X0PAt^nBj*F>@`x=R@)Mg4#Qu;B)xtrHl^(r%kfH^D$AO
zuJ5=4?2lR-(@&e5tj5zrrz|a-wnt+d#yRX~3)2FsY__)l8}cTk&mFw<>6h6{s5$ku
zUZpbM^u4EZCm{RYN2)pm0v0A&e(rjBcx{QW_aB;^oK*>?#%ElV=tKSG&Rr{7nAB@S
z#RMtA!!WfOv7A5cnMd*mF-a#r;itm4zE-?-XHZPDaJp+GtYvA&M~+8q8|R{%`Ubk$
z&Kj%p%rE7n!YEpFwKIRtF_D!AST|5Kq`m%NX4l{{dxVeYQV#=nl9B1oAY)mu=HET)
z)%BKc58hmV-oQQPkXplJNqgWOUHz9qZ0KqCB`R4i2XgFwqnzi<f7~Y0&38om<D17y
zE88X_Y*}N`&}db(WkK)O@PR(rl*@v@G-Iy&wtDERa--ks|5=ZB0riD~ybfxlB;MzH
z9VQQFet*PdSw2#4E~LV@>R<X?k2(+?ru^qaVQ~vWuRvLb2o$MEF=F;oZ1v)l?q@vM
z7!@fSZ|WvrGoR9pL=ZrP4r2BEY&8O~fC*u@g@|3uB&ih=tQVQ<K?468;}5f}Zv{S1
zX#hzlFm<7~6)1GFV`HXPS#x`0@}skh4MABuAy2sHS-g#~rg*Xd$D4%X@Sby>%2I?$
zdS(f|fD@r-<D*TIs7Y$l$MwepZU=<7{J`PS<9MDZX|C}_>Yl;-<S&Mh#f<lh`YH(H
z$?!MNMI!@r@=A5@bRhS9LRj*R!fpu8AhLaW()nQHfc9d`|9&`|839{zM68>hfh($o
znJv0xOZ0UtvK4FWfH%iN)P*!q#mb4D=U63BC?j&MM!UrrR8Kk=4E^r;$>X?78Gj@@
zs;s3Qp91IF-Xr&(GcW^Eoj~!QP_i<DH!&pm7EB{vowu(QzGqJkUhhebgDAmBakVrW
zYWVa{GP+vmb0`}!1oDYD<3%>_yZF74TL(~aLd5H;<#S!FA<H%WV%?#loQCUEXby6*
ztZbhxvb!wLKpepeQ8nxY1Ra-V==Vj%M;%dXuLF#wYdKqggyG*TVl~b6ugB-tbdtXq
zVc=~P-nOaiMylgPUlUd67kSSX#QOL^{^~|Iz&HP74ujhi_%@_U6qzaEA}n6UvM;=Z
z?&?7dB9xMf$f%Q3ztQlBh}>F|6Y80J^aya&fTjHbbwLCX7oted8bp2w-h-w|<_X;6
zqE_Bm+I7%v{;d7*EL?oP!stW9SlRk)gP8X(t~&E?ZVP{*NaFgFAR=%jxquV*#^)}H
zt}XZtOwfLDOW^(?iAa1$JiL5DBz*VB_^rpxSq7}%e`0yo_4x_LeeQGSOc3eE%^jc9
zy|1oYa>SoIpG7^kWr&NjS4DT4mb)I@%$W1sYA;n@_1g0Hh>C|EzCG3cHA8h^Wut|F
zOF7F{zx)ft<NPnicPt*1f3`o?wHG~r+ndSdr%ef%PTri7Es*<WFY9mD=(n2nGHsyN
zTf3(A-F->dqM|8d3m_anna;M+O)Y6}J1+NNl)*c1=34CptyPsH_GZC^lejM+Nud<j
zryWwXOj3Y{z!+sSB{C6>*-O0}@%fkdnmo{E^h`EJulNe7wOvG?;nU9|qei;xbx$|%
zu2<F%e&_7_QEb|2A-K(-Wd6C<Y1Bt`;_GkQb$XzO?IH%igHR&bRn8P$Y1d0as#gMH
z?q-dxemR!8ZeAM^^WXaGYRxdz+DA^T+lKSYrrW*f!#3J>o741d#kaTTUfiml(BwQR
z@3q+RGPG@Q3NSgAnN`JjX^Iuxo||K&dBsL`p>c50tF$TnCgO`GZu6(=X73M<TLRZ_
z2`DN`CTiacqsBT2V(mEItX_Y!vO&ALseJgF>aYgyd9Q8a1<Bc9N6U6Viz@MfLA-?d
z)sK#leyI<^m=tH>R0oj=+Rm|vNL3CE)y=ncBdpkvKRT&M<12I&@~V&R6(ICatZS>J
zdJVU04W;|7<Q|;;VvLjrbjvoRg8?I@Qjy9eRSNj!Me9d+oK@R_C?p7hhlODwbS5;a
zwWe1U5wIYDVr-RG6vh_@!)A{y<c4D6U=USBvamt&Fj(&J8DbIMDkXSB!3rNSJ<9Xc
ztd(0_{%2&R{xvkue{l{p3wpP#!m*HO<1;{uoW^6@pwxJ<xEJC}TjVpkI|l(-!E`S#
z5H=Q(Z-)|q??5V^LR=gYBnH_F9by+xrJ*9WncDENOi~{FJL|xA0OpaJJj6=4JY7j^
z50kY-TaY*6NH6!**7>@Zal037mxb6A4uVHZBq@98QS}(V45eF^dZ2GLZZvsp0ANCY
z>--fTYlu1K)@$MrA8Vwee`)>s$H>xM36nJWWP!Q{MvwTxmmX%O^0iWBpJ!G#`n<eX
zeZF}<o0*7xnMvQLTsN+vmsz7W58t97U;P&F>$}qKO2WsX%2pp+qQ15RD=X}{Yw9`{
zm8kT#KTpoIw-vdy{Y7@r%+u%f<xo&7RJ*RkNui+`04|}4<u{%aQ44HhnE3@Z8)EtX
z*5Y78UO(V(n33_Y8ee<JiY0F+7h+!mwRMBbX+)K9`IgdRH~zxESFlegav~mJ&<8S#
zbl70p&e^Y=Sm{R3v%c8=6y6h1(KTaQ$*x|Uy`^03_U#np$DDsU)Xtw%Y7xYa?B2u-
z4rWcx0T##9XR=@6w<Pm9JN{g7<1S^08A=_}>7IkAx1}_+A#^-}%M-gU)iAG4+u+j`
zrx$hG=Vv3a(3cbY#Qp7E?kVEQ(6%f0%)ann_?;cI0FR443Qz00Xy@sPIf>axX=8&~
zrk_y%2i;dI3lq<^29Q|_83~kmIXe03RuC1_>u61{j?|B(!P|h3K!r$d@^m<Gy+*3^
zQb1}yP!uy)h`Fp3ZqOlT+njg5FCQ;=O+;vBLr3`=2JQX#Od<ml*8#oNh*IH!c^m+h
zMEt6J5N1kcMDVRW@ms=4clRiWz-gCjA<DADN6*U(%&AWKyd>B|MRiD6w^VR|an}M^
z>Sm??aL~^MaC2tGy$L}g`K3^$=5x6>A;8o%DNI&qoM5DG+x3z-(WCIY@Lg2@>aqL!
z_b0R0!Wdwha-Cu<XKQzHY>6f;K6oZKc~F~SBG+H>BC!6;#}0gM<`O2aGk^zH2?2<6
zl!jP7`cA2mPGqhf>?H1cexe(X&edw|9!n)3TK>+wDgvzuWrT{HU}F7`mG)1yg0J&K
z_*da>joimEJjD5==_&S7t=_$N21FTES+YxYt0}AetDt*47ZoD@v?4tZI2XmP1SNfy
zXDRzEZATU;Fl@DWfv4{$7f}fmcwF&e$^Z-N-SN%2Y%v|-VdP7!6ux1S2th`U*VL~v
z0<8INu;XnZywZTwGuy_6qOiUW7JH)S0o0zI<YqYG@%VQ;9_Lv)dpJSyYo)A(eU|WS
zdrb58d(l^qEjK<jR@<HM?*Gr0!=B>vs{c=DpxMs)#4G>t?|Pp$*-3+qjiuHVmF{1v
z{WJytlhPUd+v~FLv&lI?)A*IyyHd)td4{<<HG~O-RZ$X9Ra~Q_RJy?n)42B+&`q%j
zy3%MZC4}y8ts?b$^}BHk6y0FPpw>QM(b0X#!}mMw+6{3VvX5DYW+T@na&;wON)HiX
z{HlsTxC3CTEh+n5$<=%^p3Q@RrHUMeU|~y#C=``Ta;`wpsA0`y{@5SM>vFkc(ujCW
zTrk)_Us!{Qk?}7CxX~D+00`;NyJ^|ewzfa-s#l)HjAiv?*jKKmb5aSYb<;6Ip4u!k
zQ(|E^yg)qNjP2xVktH4g3hs_&QZJYdA|A5WdK}LOTl#lPY7Wj7_@k5{k;|XO=-c17
zN3O>d3P(w|ZUdpOZk(S{DIy1<LR1Wc=Kz;rka7fy@~t0;5*atR0-<EO<>NrLY!YmS
z{?0Hxi@kh=pyYww0G6~k#38Po+l_&Yn}FwP$Qe9YrNFLrYPw-tzXf!)503&b4Ok=-
zrB&ROsE|VAUgqVE*8jN9I3r|XkhXsKV!ke?D$6y+a*=55(bpY`Av~t25l<k`7aEB|
z#{!^|5HuuAMX{AC=XGVg8af!WmgcgV!8VVZ?P3^aGP>ys+$|V^rG+<G8mz<xe3NVZ
z*j!(oFam`{vi_{HjeG=UvndrP+5qnFY3X%R_uEd$SD<|Kug$J+0yTV$pdFaRCob9t
zGjfJyvr|YP2e*#><8;><X}|H6D6pzMoWnA}@5O4Bg#Vp>E+5;SL5@SU*$lZ8;#Nhk
z#1DlO>3~!{*rs=LgWrW2*V|o57ymN96OZ)~aJcm@Rm9v;DW<Dog-Y}Eq4I^qWU{9)
zAoD~*Iwh7?2g4xLe-O`pI@|RCsi|j73*hR9L@do)CK3z_)Q6%(!sHD@r8sEiyH`6$
zE|x^it<8kr%^v+cV3F$n(z=9j-~QH~{DB8vp8TrZq2!gH>q+s!Y17W9mI0Q}zYc$L
zL<yZ9&RF;+Ve*Wup~&m(^^Z*v`S(>ZoZ~}yBMaN*cYG^kWrvYArEHA3JnpFqJkG(I
zuGd;X#F~6(-<MQf0mo6r&z6ci|NAMrRR4|idfV%$qJ+Q_?{?qN!nVQaYUZC!prIYA
zI3S<(weZ962Q(1@{C*yHQ<{L-hdLTS3k(zz4e{tS01+WU%-*t~BEZ{2@S*HMz^a__
zR|~LiS2@E9Mph3-RfkwRCSuw;MA=DkV4x9Jk|g%wqg;A|+<RU;(&kBiI|xJs(sa@M
z4Ot8Ps{+XwauV)!55PimO4x4dsok-0QcI}0*E9JMh!XT9f3fj=SXm^JdWL&`4OpD<
zh?-oDTmY=x+mF_P$*PCO`VC0P=X^xc+%(NFKL2TMQTD4y@%s&fhPR|a@pOk^>LBA-
zOeAyS-xq^NO#WxGcc%~(+{xzA5B_5MiGW={4!DCb5rV(h>_dAE^2(&)EXE_B-|G}S
z7R>g!JyPOZBYQiEJLo0}9GUURo<c6Zg6m{3RdVrXrbRq=9wWCo+xNE)Zo6s6P~b)q
z0Uvz8Yc9x*Z7m)O6#c2lJF6Wcs>SdxUHUZtrg8`^&<|!q0N8lCPx3+Eoa>`me%r2^
z2sc_{F<Cz@bIx!{jaTo|aXO-P=(}+S6`$U)b3CV`{DxAY4XdI2KaQ?D9_s&(bH-iP
zos!L+k&u<W&&cR&q(nxAP_p;toIQ)ovZ4}+jO@K<qGV=^WRJMx-2LAD{>mdB?%aLu
z^M1Xa)9ZqBq!H!VusSErvqbtknF$*{%PYytZxpv0bg5-W|9q>Y<r^mK-#n&#cht}C
z3y9a7r5V#V$*q%pLN|ofGz;{f+<7bH;j?E<-i0W~(dxAGyDu)v#rj%jUgUc+<;R#U
zPVY_21kEK+On5AqCe4~%Zdz0-btnDlluHT*F^p{Gi?)(jBcGy(SK3maOiWxI)?Y@B
zTSQr8mfL}H4qNRHH%s;`46Xz;Y}3~mzv+7aj7#BcHFdY;d`CR=cxZvR1}7c6Va`|b
ziN~`G=i8ZW#NB+t@~3>#YMbimmbe>c?|tS1;ZNsKTj*)$SMGpQofFm54VRM;cfvD2
zcwTVG*Rf1L&gRecq|Rk*f*w@d6&>ucKDO@573A7CMmr17wfuRqTKnMnu;?6G3NyJn
zylr{a(1lx})<&uV`t|`?5b7&Pc5ZRXXgp(9Y<yy=Sj29*ZyWHoDAdcPD<gVsY;9sc
zqjrDd_(IWs#&Km)M#^dLmmf78gThd|J<Z(j#`a!mmRmN}HT`z#Sh-1uqgRR6+?0Uz
z>2w~f%4#vCUA<&?{L<jzrAPYv{0S3OY~HTA@2?QaB_h~E8D5&w^NLEkD5iJ4_GPbe
zt)8%*uz%^peaRiB#<&-2q=e#ntFEZB2+cHHpNJ?SBUyLG0tX2ITWjG_)Rrmprp48l
z9m}HF`!9aWq8%?%uDM<;OKD9Bq{^c7t@tBFaUO(Xy_!5@q|Nu4EsIiPC!Y-w?%XSS
zPmcc>Y|-n7@^hIDQwi!TZNKAw(lBY9zFqeBj2)t25YSLYMI0$?&U+C~tSa;|xuRKP
zZ~5n1t*q%Y8PjKSclD)XVK+iH^g}M>Ip&v&zbd`<>JzO?spynxYFnA2yw&BbPe)%(
zR!7p;htuu9rmYX(rFy)nS#8ks&;AZ!q8z`kIL4VFJz=J3VO7;o>tJi*@F0MwCSTt;
zwZJv#3V$rK-pCRB%;I_3x2IUf8<pnBaH`0Mm&Qw|XkngMqbC#!Vb{Z7gh8Jpg4D4r
zoI%M&i5LX0gr_vSI&e>ZprVb{cW2^nhx3wN512Z6jnCX?#9E^$RVgTzCHN7LBE)MU
z@R>uzrgxK3ThqlcX{o*qO1ln$@Z3gpYqV2F@Jbv73a}l!*AOTuIND_;;;<}_vlNom
zDQ~v(gC%_hNk<9X((Q}T4g#R_<O%Kns=9UeC}cPpFK8oVje)QM0gJQ>14OOST9x{*
zFyB%4nL*A8Nu@^e@Y|@207f39emd|t5v+e?TKd?Vx-^(r+I%;i@iAd|kYsGNDT%-@
z%8oZ28MWvwEXqnZCK-S_%~wAQ?~gn9W?L#}Oo&)EO^&_X-Wv2cS=A_?=X~P!tVM2i
zBHJZ>T!#p5F79qHdl#`0?h9vq!r`eusHAG5>hG*^03AJqXcH8PDORZ}B2JNcg_=!z
zZbnbcCI?rRoEv7Ljc{5E6e~{LulNsR`uq=i2+{BBT$D8lT>@ClROPSEa>mEx>O!n^
z*eo)L`Wm=b`frTVv3H}lfbS;)z>vudh7UXS_zl%T%mE!Z1%tG|?sAjk_l9@IXn6^0
z11vi03(A!++)@h=`?$~M!QB>UiA%O-YGIiA&BgT-PF~_t>zfz&u20-5=h=O(D-bFy
z8oZw|w|J>2#1QBpvfC`99=ymKj3oDkl&`xpq!6%i%<nG^Y-ipg3pEQo`~A&QCu3f|
zaV5P=>7nxH^Ul_us~JT*x!fv^Pq!ag^<@;z{J0EEA{`f>4>?I&$695l6hx9V*>N#<
zN6`FT#~|h+QJU&(;fr3p8Y&rHLnDT;qf{p$**H)?E%rDPOJ7!Tl=ag`d%ySKqu-Gd
z7$2NAChfcUy0vc@OsA#K0MYhO=#r_CGUpa>C|wk7Z(+ajCOY;Fgq6Y-m+T<?5)GS8
zNv4RC28%5gqt;_e#%j8Tyf|^K=f4&+?q7t6&$i1WeOq*kP@rx@y6IbvgvPFh;k1j3
z1w<0#_b47-A*y$C7qW+!^hoAg6P^fX^UWW{pOk+~Ds^Uyi-~){+T&rdH5h|h<h(0m
z*zCUbl!c`UPl$m1lMck;ph9(zK-tgBSLOO&jEYi#|BFC@0+{*@#k@V=3J~oJ3tjp?
zCv#^VM=v{PJM^wsR4xK3{gTEYIvkH)tdn?>-s5EOh&9rnl1?e_BX%gcRj{z!b*Zlk
zM^!cKmeb#Bj(JUcpNRi2e=bQbV|)9;r@_+vn~#Mqykx7?83<gg;qIBN`ReV>OCY0x
zxP&%$%MAFQSrT~^)mJvZv{@73PbAsDK9<cji6cbRB;aClu(VVhVj1*k@jbXy=4m^6
z*n_yV(Q&gE?Hm$z2nW(O_u{8)#EuKZj)#tYUqsfC!|Dk@t9hDYQ7pIin_fYY;vDh)
zPYe4qHHVk9l!CA%y^`n~G~rt)H862P)L9?PE0g)?8br~(01~fUI;5nO%YRogACyEo
zSJ<QE)vHBFs2K2{3M93?2;OK+EEWk&2&wQXRq*4{AjFEN1MVOKMa#32)I5No2ZTuR
zN&twNGF)iZnwM=qJ2UiHTaOp%PmvWVWBr*bsaBcqJ!*?e4J87k3<a#Rpv6O5y?rtT
z5i1!JqXv6lcM%qu&4b_uY;?&<Ck$vPRWTICeC{wev3r+f%oM2+uug7D92jvIk?a7#
z0EJ8U8;n9Uh&)ZNMU}?$F8%2jwZpT}g(5z3lPSZ1s9rwiQE_Gkw48Sj4jyt<lcy3v
zrIm;gd@P1|jfy{$fQsKFM4&%u8ineBS9BFJmSi7`5!|^ZVopz4DA*h=f*O=3Nf`YH
z>#ib1SRbJ3)xec>eT=nRs~-^?|0hWVW(#t&U!989(DV7|cA$vr-dL14EF+vz9kob8
znW>G}Bu;t}3qn3L*fzdPJ%oELB4>h_QN8FJw-H(2=P5)zI!Nk^$Wvc3e-uDox*Q$7
zA2EP7D?4v-Z|^TY-XqC)fX2}A)*uL@l(+(qx0N<;3qomEK+ATbtlYD@8hyXdZkro3
z^OJQ@Le~s^pBzK}{O7;rqN(u2FDkM%-j97xqVOT&BAkKt`~4gVee>qZL}KkF<ZwRD
zeQoMjT-R<AxBnCWUCT}1w(oU^EyvrL9L%a8v(AdW|9E!%o^8<l6hLiNb)w?-C)jks
z_u=<o(`kQ!YH}vZaEXy>W!k&n_Pu2ZNT6G7M|YzT#mfH?G?@rt;x}<<AUnKIOI7Ka
z;um%A3d2%%BoY^N)2*d*Cqz_Si{<CN(1fg0TpcieTrg*3HR}}x*Oc|b<s%=)vUGH&
zy;Ty?z4D8Frd^ZAC5D*mJcV%Tcgp=Lj^!T=qKMgF&|z{$wPBhGx;ycQpL)^V?QqUt
z|9Sssn-y=Crm=>1e?y2M1H!79(qG6zMC@l6$^FJEk|CJ{I4?CE)d@%fmq>k~#07MZ
zgak99jcrxLA)KO;5b;i7;9Ig?iC)#XJCSFA$xt!_(Bz17r1w4%UcO2P#iL^hnx5=9
z=mW=BvZA8PB(g=YQ3CG^sr_Hhnj=-Gc)b~sDnOmT>(xaz%9Oy*&9WiiXPc)&z<fP0
zMuf`&b7|lDukY!4KfaX~4~KdYG(`vq%S;v>Y`1z_mJM?0mN2vCzA8tF&<A;;=|@@G
zQx~gdV(VREbK;KtRWTCz|KY0~Rg+ky2EHIEH>t_X;?x~nRY?_+1aQ42Ge$~t4)(RI
zQ2$=l?TQBv*9+1xV<Q|h)M=OT&{0_F-VrA~S3*qn@YHK*Njl2#0CkESl&?l><9Ny{
zt(V>M+5voHZ{9SVw)1ZkvFi)ce+t^P%)1r&Q$S-C>Hj!>m?}Iet(Q|Z+T{AH!F&<T
z4^+)u2rT%})5>rKR>`n^ZM7G^ES#?KMN97m)s4pjxEQ;4!dhj9n%>0|<#Ki%hz=Xt
z!26e@sB#VHEoDEd)CaBeoh*<JXu(uG@WkqT?F2*UvLX_I)V~jXp1%<Mw=N%ppG2M?
zwW*$uVVY0&+gc8e@3B}B4>l6eA*&n6`Lo|w>*oCMxNSFz(5aBsU)#|9h1!$p>ACf_
z<DC52pwQ3-d=$kx3qxN10_L&nuHO@1WyuEjUEDAi3R&y??lWyNJhstHrJ~f2Uh9GP
zUor3F;W{54*ozc+5}%1rw(tkJ$ZHcB_sU8?g537HlG;$O2VL$e<MQ_>E7)q`CNjG3
zI0YF_E?e*MeCo+G-W~Z++axSfdndJ~+d)j?6-3*%mQgpN<H~@YJ2_S&Tba3^jz%L*
zXvpq}^{+KI89L08tc5JPqrjwVnEWQQsZWtsuFaU8Ma_TN5AEd~a~|i;emI$;Grw;d
zlA#6X>~wk5S>)gp2;UAHdm`Pz&Q$c;{cKonT0<ZxW$dA|d)n{q9>t)_3DdXHAEO-g
zbnQp(F+$XtB6}C1R0TbY*{YVGpb+xD3vxg+!zEibS6;2)ZTf!X&xHBUz-k@0K}l=M
z!C2Pk_Y)Kx>X_xXwYcxaO+Hu~`Y^n2dKTi-ky8|mv9zgZdTVW9J~lJ>jsAyyw$o7E
zc>42+^yeM4h2_qLV#+4>6d&A^G`3W>w3NPQDQ#t0UshyYpol3Dt~X*cE8f#g_|=f`
zOX2WWgO^E1Lu2@KQDI5Z^3B_eNP%p<tCpR{ZzUZHh3F_BQNnJ3iY4LXZjcUiOR$OW
z>+BytIeVqesx1>SJvIc4Rue_X4unjwPB2q=Vo|fuonx{tXd#Lc!TSnBCeNb@8j{tb
zqu7^MDGbtolE@iZXE>7*F{2j=?I4330V_m}ccW3J5p1d-Z>YlVQ?kkPhap*K)gm=H
zkN<&~2^R<vrYn<A&zbzOPZL=g$s=Gb+-z*_Zq^KNrh7b44u>KD4z%)jz`=mQox!sY
zuP+97{$ExoNW?I*{>C~K8;-!o=rTw5qa&SrHTK}XSPU#807dLD-HH5|gAuHL*)X{M
zICdI{<RtDXNXVGZ&;gdRVnYp7Td7;xPnujJy#D0H@kgbX8lHpHP2$!}?VHN6cN~zE
zGI#jHm`;W3__kBygWCeJ+61*dO|eC&j@2`+c1_CA{#r<=*-9OpdWi(mQE@T1N6>eF
z-RgoAGRq2S&9cX{u*YG*-0`cBq{(%NacHJmV%dD90P*N6I&O+q+GX2lxTS_VMZRSB
zcMjaXRK1y(^WbFsC&&wa!V*0q>RJd(<g%=%1uA<>@f|h_st%y@{a2UB$rGlQEYlr&
z5S)wy8>T}lOLr(JOLh0K`P2?dhmseeABo=zHg>sQhMdd4L^t~ZS^axI+C7Rx3{Djf
zD%!wvI^jzFR~pt9vLy@PKA;Ms(e8!-g?*kijPjSgF2KyW<&Rf_;3P6Ls$rz-9I<0y
zdpF-KaGezdm&rXBX$iIKJ7I9cEG>SM3S!~5%xMmC99k;C;`3?^=zp}>_xueY^448?
z`|5Tt`mF?!+~;YU;x7UPk@3y%IMNH!M?!?I7GyFl1#U+SQy^qqFnZ@c8%8}xs0g~M
z+H>wAO+tMl4gpx}QyeC&Ndqt{-DkqFw?67U#~W+vcL4E|osl}755h8*w1$I@E0(l3
z<`fPi3zsG8OQ^(6tfU}3^MB*eQExdW-QqEbXL2-2v1uWfCaXRT5y(xcH536r*v}`?
zE($BS>`5ETG)CevPZ46t|7t6qMFQ_^dz0>YQcKEjNi6CD4?BpkTisD4hw#Xwb%}6T
zXZykObCLbji=V3ci@?2^Xcc&8Q5y$cYFwKWI`HTp+P^pUuvSWZa=@)K80>Mgru{{d
z$&13r%1b<$5CX+@I0O$yzHW4XK*47>e2iNbreCeBV*lesg65%u%MhFGnYrbpf*+78
zbkG*ivkb-Lf8uBwSNy9nIsER2SLW%u7&vJ`CTAa1fZH5wP;-0Wyd8}qB#@7wMefR8
zAi_h(NF5uzMC|ZzJ31>u)@#&}A#4BAw^g}hd8(8$saRO#$Qx~DZ4oLku`z_vw{sxe
zI)q?a>}oLeRYJ0>O)VUS+!DTgv&>Us`lV=uiDq!Pd6~dIQ=;G@^qn2iT5XF;0bEE%
z*6~bqH>|-BHLWVhR|_BB!&X3hmE8~2!;o22lqVRo3{0{D8nhQ&zyUSaPu_oVw6_u3
z^<0wIX?P#~1zQk=tAjO;GeTj~dY|JXd4voMd}D#12Qi{?jZNL1rZDn0;+^lUELtYY
z>abXCRF#tuECPt~sWrl)5I0~qm?=4Vry@Vox`kd6x;6S^4?ZkY2#T}}i&g3>x~!(y
z1pm-5{k!zPiLnyMY@yQq^9A)Ww(#4PER@QKW7Gu<#1<ifihc6hH`Jys5#w;OUL*C7
zr{)r&;=@vb=v)Y7?CZbJ9q+IN^%|if?+mQxh)dYpwYB_)!|ag9jI2J>MkC=8yh5yn
zR5zp{9k`g@F$*C`#4js%TtTZ3WDRbx{rwA<lxS|Xs03l_)e19$4!ii7VyGFBh$_co
z$k@lms>iX?^mdNk`gKbkFKc0hQNal0pUr5jn)G;*v<wj2-}3qV#m7(d@86vrq<p>W
z%6@_9`<T8R?%Y7@N5uV?Tu*AZ8|wWRd$wb&<~+8(a9y3B_82<TyNWhb#PbNkSk?8p
zL*X8**~e{i^(UTR%i)%O!FQYXJbJdEJuADb^lf=9M0-Ed6{iy_+p~ZNL*_m!Z1sRU
z=m)MTbG1Df9d~FYgrxR-;ebHPgAe~@_0RJ%9{vfpKBzT+`C&RL5?sfTPlSq8iJ~M#
zkOphdXF4j69|TQKNXlMy{mjcTSofe)59f#^v`QmGhi?J0f^=<H*J2RvuDd6JY1i8y
z>ie3~1-B+6zQe^_z7;fFQV%LUUZVTE#3@Nos-ZR`7@h@Qxk`JT#LGhp+e>&cD@4-R
z!^o#w_)8}7uUh?NB}t@&6B0gF%9CO)<6;C-FvZj)H9SkN`-=kp0i!hjp*G!bl&RxH
zeiOqN-?Gy-ZVtL%0bXbx9J+heY7dqeNzhbWgsQV^#cQX0v_XOP3$b4YI$RlZ)`K!<
z=(qe&3K9AGOq7nBf`dAaM;~$ACgJaO`ahvso8^<le(SYs>aS$4ARjG3pEm!t;K2BS
zo1Sl#E5hsADnYaRpG=mOb4APL*)mK|@(s1cgB?7|ZKzJ42*1fj^O(G&Q#^8tmfz||
zr+9_b&lei{-($H{)5*vtV!hv{ABqzV2^78SSQTq!(knbPjqI(w^8i6zki5cGfS%8I
zTTK`VGl}5X2i3DN-X_|OH1rKrk?tR&60U>Sim3m<B87cJ_|f{3cw7(dKHgxgBJ)Lp
z&@8XarOy=b1~rOeKu7sBYNwX`c>Je+@4ci!`pXZI|B4Ik<Nr%9ly*v-X7Ecv8*$V8
z$VmVDxhBb(bEc-=`()eie(+l7+3rIk{#F~I4t>6!56UQr2T0NalC(`a|KUc0uEEi`
zWi<M9>#JKU=}hlaXuw*7IJe3nzU6sn@M-JGvpM1#*7D(W$m+YEbC&g!oc!s4$DU`Y
z#!7jw=JBgX<yW5^t1aaI{QJB6IHq@Pm+fVv%i+W&O-qJP$nbT*JLS>^O-+ocOitXK
zq9_z&x2Rp_3IEe*@axB>-VijtvsAN3CF)AZl_i;_18h}%$H8FDWs~qh;j^w^r3rdL
z8d|v>gb7YeL|?*G0!?YlxSfz>mPVkakz4<d%@7oVF7RsR?OP~tAJ8^ayAihteQQe=
zI@-{GsJ@~W7-eB^EL8SEKS5YCxgA~1B~V8DIpWK2pR8cdX#>^lfhRJ7qT1qgSB3?q
z{<F*eqVTxe-HhU~W!_6_Uz#t^9;H@OF2f=xOg~mKmxx9=dg&T4Bk;++Y45L7*HEMX
z>?vwKdzkMs8e~9MS@HY6Y3}zTpQ#$(m<eh=*!z*?@t3)ZZ;WqUK$;7r!e1xMF}o`s
z{47uId$9F4GQ|9{LhCCvL(S0FH4<&r{Nwjbe_GvcEEjH0xsBj^jdC37a~$e*>bg|(
zE>-5rcbT4QnI110twWip*$<kuCV1NPfYC?x?v)Ul;d_*89}bsD65m;|$mDQxzSxqC
zJMHlAW%l38ejyOC18Y^4y%LDnC5yLiOs>TutRh32%-U|TRT480a{~o2JDa<Tx6cGv
zVl`50+h0>b7{{Li5LqPgev+_Gk~1xYJ6L0!>YG?r#yZkd<`obt>7qD2Z_sE^qr*PN
zE+YvRD!G0dC~&N|>)JU<PfNTREv~A$;C)32hK*XZ?i$>qz@&>`AYyqXr2pJ66S!BJ
zlxd}RpYoR#P<LK+#a<Mn>?b!A9R7i=hY93icz6(rDY5HFGfHY%pg(Z9T$NanMLPfq
z7vdoyqBOI>SNm|D?6^aCkFVE-Z(^Lx{8keGx;_}38n~*`W<}_N$ne(D>lA=Nbc`t(
zbp2Sx@c|KJ^WEgdA%GEFYBcX{+C{_Lxs^GCB&6-xURBeHn)jN1D*58%dPwers<|Nf
zW^AX%7w4R-8pI+gZhc0E<C&b!ytW4qnKo5d=tdt&f#!hLpkfK9difyf93@lktdE1)
z0<^K=(~YCSnqwNa`xp1&OAodek;3q!yU0Jb%!qUPtJD{;@-^l7qiE)OwV#zGE9FaK
z(P~Gk61ArVaWc>KkI}L+d)-HieorP;FHk-T?P7bTCgKwM7)oWM+~jmuGCY|N#A4|}
zv)VP>IW=CRVuNGb;b*<_q_B3{@`STq{(s7O`G%GA?{>t!vF#vqtL?&jzn!bNrSb@L
z{TWbuD-c$Kp7VZPegfx=sq4yw=L4{Hf3|^=sQx(&XP-uOBNBsKCXck@JX=zUQEjr_
z?R)PR>g{-Dk6`KRK#O=1mumQCtyG)OzhU1U2GyxFN_eby?{(0hS3fA@aJts?AFUIG
z0#9a_?I@d+lr-ChgzX*FaX1e87V%aKk2d;?lzSQmv=>-#l(Q1v?_+eg2#79pf5+`5
zYD-US@*!LzJl2ML74s0p=z66lH(k?p*Al+=%=n$<Fbbgtiw5`tYUUup9$a1mCf2`d
zaBgWBT{EA{epxS-bx|?npyO!i_BqCoXoH_Qn(RdPpK9|LYb+!0^!KX2NXDdm>`#s}
zgRwz6QpNl6*lgfT;9(C{BU1fi{~1#)857iE2UtW15IjpFP)_=WS4Qmd=`DT+>%m9K
z4tOGH+2nmh-qF-8bBZ3_&CDi4i>%Kgg3?77$h#Ay_uny+gf}JPB#m7=EpLR}7V&eK
zl(FhX_v>3vna6Yb1IWcRis`XOSrW&EHjsegHrR&xgzJ^^e`N6^IAb6FWb47Ya>)95
z1WUZE>b=Te_~=TOnWBeV;9C*jZ^6SbtQh|<6K5UhBi9UEOvIN}5*g8^>ht4zRPzM#
z&+%#Y+`I)82ZgR6Mex3QqmM6Gh^kj#agc;2@@t@s`X)I*EK=!LUcOi}8i+4q6;{Bj
z1glq@B2x$p@9(c5^VhuvJyu(#Aa(~o{!4byQ4rnndPZol!+|pS0@-B|gbr9CU(?aT
ztSKmuFF^<u%A{nWJ-DN*U_q_pIA_r7_5^uGQai6im|Sw&ZEZwn{??UbIMBuH!|AZV
zTO%1RfuQQ(e~((7(tKMcxBmM}LtsL_&}%3aIUg)LObw=uFpO41F?4BZBlO?N%3%@1
zkizi$s4PZGdz)m(pRZB6J{M`pIeD+W=ec$-4KzpDcO0sVfgHaB@qR+bFF?i)A5ktb
zkUxk0_octLLQ|TA02I$*fVC?yo?9F9a%OD<s5I75PynY6yySF1qEw$skpk!cD7KC~
zh{N<>`DeC#rbbDtcu3Q9kkF{0id{_X{HB_iFY)i`3kqGO3FkwAq&fSCplxMvyTIAS
zWBT>$J?rbnH>Xh<Jo*sajbEpd8R56hrS6(=RE8BtQQhFX4hK+Ck%Ls_9<3`8$ll1%
zdwU7~!~*(JNOc%^Zr#ed>a1$)rUw{nF@!Rq@Qq&(beOlXw#ILy)(0izQ~1v3V}reu
z@uA>iOmwd(J-y|h%{sEs;!jZklAZXb{9|5r@<+qeY*Q&_vHdiuPtHX_MKbhc>L|i^
zmOFnoz}I7;XB%quGvMgQgT95IK0``PhOKRf<4`5T5E#v)*|?$VzWIDb!p`r46FF|&
zYs^C5gCNzXGy6~HI(2@1-@TmF%E)?}=eI|tvp}V{E)`wtHM1t=NcJF7O@bDttaU9-
zHDFvzpGft*U2P7br3qN;FrS0qun|HR4z26lE+b=FUiWax#I#XM{cwhfq;_udHHBdt
z0RBrlmyD653{0#F&uXZex@?@c=s!V-(bu*=^V$9bpJFh&-ir`IyH#W5HNg~f?A@lA
z)GiuW<mV}xB#b$cr{FLmCpK2KQf?4EuG+I0V~>mZ0Frx(gUxOSm=Ges8S%7|&~+1(
zQ4ll++v)>JF(qlv4lfp=3;qXx_uw@*Ghn2OL8F|vSBX3~?<Kz-y7g@hq#DZIOb2-A
zx0fW4hx6iF;v({ev5!#6%=p~{jIN%Ekl-=zAc=?X^8D^A?{X#s#Z+D`Jtj&<M&PhF
zy?Fh=y~ZNLJ^396|HEh=#C|KK(7>QPHh7U&9D>Cp2Qb}dAt9i;_o*N}dvO1|Ru{jD
zSYz(o#ip6IZ_u_H4B)K-KSU)7+gh9ZABi03C&|<BuORFBuoB$YFtXdiGtFjnrAfF$
z&L>1NrP%BpQv2o_KyW;1BH#4ZHyTy+8q%C6jXX!Vgxxc*6@M;^s7=<0z8IVxS0{1+
zXX6YtB8xH8s$_}7L*oV!+)VLo4=-tVwlNZUR3=C~tvVfd_-Hm555(P%-3xJDi5L4j
zf)XT(`_C?JiXQp%y=Q;hNT!3@d(y3>Vdv}$Atf_jz@(Hzz<Iq7r-^STbKu8SF0y7W
zAt_nG1P1T~;qUf^FA0`<zS|XtsHEvT{vMCn%~b?1w{xcn`>Vb!{juR_piLP{1}VTg
zJbU;_8Wf3F_dfbz?gdK5qLwBai{@)bd`h83+I=V6KfTsBltz>T*1k;6gA8G02!3dR
zv~i1+w3+}U$Ry(FwRSiOe~u)c{klcmTRXFA*_#m`Q9XI1lSe$-(NUH6`D&?S2s*c>
zX!W3C!@H{Jn)8zVo~yO4LEd&dOJn$$Ix#i4%Y$I|&1DM9wcTlDufEal5_&$JNmt$j
zn=gxotM|Q+U(9M=>*8j&?ERCi<HS*Schc=c@ic4s{e-J5YO1SIi+@I$``x}?``r)s
zVP^7;if^P%Xc+CydDa|0p;p1Rr<w7occZ*Q;XlS88;Q%m=>jac{_9pPn~0#KX_+8r
z^S+@@hLvFZnHFwyR8hh)1#V7(*x=YGWEwN55)>G0GvXz5x{k^(by>?u5IeTKURCF2
zIA>mgdRlmL>ig<F`|`pz>SKecQ@bOr#dd&c5cbDy2cJi*@4J_UYw9~6-<$d^LPb?j
zof#HBYLVdmRwI{+W<!)J&?|4ANjf=Gt9&5KRu(rLC_YMi%~x%`DvpV=8Re`PJSb2)
zVlBnGrJXwDd~EjdVYbTbPQQ<QgxI~-*#}v_guWb`tgekyQy5U;U9<|yUlg{wdtd@K
z8VC1`eDG_3sziU-zxlCL`D)MKVB@aAhQ7guv%x^H!G7(l!l*x;QNl)uf}X+fo<TxS
zd^3KqS%C?&N%Ni~UVyzJ{wjMy!@s(EQF|#c$ZDbnufo7#61z0BY#^hC(r_9&IMbsD
z(Q25ZN{iy*MKDF)ezXJwHb^7pXwzRh)Ihx!TZaHTfW+8EM%L>@Ai9>Y4ug?Ti2ffA
zjjxjEr`32DEfhISQ14p;cmg=8i0ZFV(u$o|fkd=e6GEx+#)1J05`i=8xgzbhDkLF1
zqR}<&=&+`Ka*~>SjDBKl`xw<KA!3oFmcslG;34A-59X<l4PS&sR*(hUfDtGX1|)b%
z8b+$JJ&dqgngx^&N`qNX_j4F*dN_P*4dDQl)zYkpczw@+=bD|!XZD2lx+(oDzFt$V
zLSANrToW`gNdp!(>s5DWcvw|o5Iorrn53x^-46zp3TSa}$(v%@I__0X<BZB_C+GcF
z79mBo&R#*a4SapyUfOOC*7%%lt5kX(;ka5tpIEimC@wy{w08vMIZ+!`VfF6#V}n8o
z|K=R_>cHD*VxJU`(&B6)JK&enJ4zgJ07H?8$;yf@>?yiPjZWL%D4v=$@p=7zO#&D5
z<8R+7$1}L}Psu5NPnYjyYN(02pRJYKBL-Z4UX+hMpLA5V#`H}pD^8Q-bx>Kf-E2FM
zN~T{B4-Yvi8wsM#or*Ad`SWES0cloR^0!z{o~-RIui<0z5dbxk5wT9<GGdRE&aPI7
z<scs_$&z~a|G6Gx@Dwpf)dny0Bk|T-t6d#m*$AjetDhLcIy?slrnu0<-y5H}+j41{
zZqPyY6JiYG8Cm-<p6Cm!6h|v(&q6~_I&LwRdu)!tZ;5pfmgZIx+#)dY{}JJzxTZlB
zA)Z2S{n$CkZnk@SCHv%)mDJo=b9rO)oBG$nlbO2}OJ_65FAEHBeKkUz^MYB2DD=IB
zZ3USeoKh*A`;V=!k3ahw=~w1`$<vsBzV_xA^=*3BUBr^C!XYXjJjjL8QjHXrrg+Ge
zlncpOoGBF^G6V`)UMTmf3*Pbu4r-dHja3?iX+$E8u3k=fPv@VU$N~!u>%Ipx0b7Vj
zKbBm<7yd*lzjtN<=$@n-^BRGl?Ab3?kdLc(a=-0GGn2xMuU=dHug1D^UR0@)pxieq
z;PGTJdlg9;hP9=O)Ree6rFq99nqSsf1GTya*T8gLt$~ojhA;}05OY?2Hk!*7!0G}n
z*tvIy3n2u(e_*L^ls1O;f|W?+0v$nPk)@|bKgtzl#-^)+mFp&=9@<xxN`9OD<R(z%
zrYpG)oqx7zaSuZtuP3lGdp*YY0p_6+iHr%W8@-7zZ6-f=TS2ntjW`Ee%mtfHdiIWo
z_Kt;&G@S;!Z%4f-SpT3cCiARq^!ndNU+Fr<7fJ3m*2g~=kBli&pZ^`g$MEcs+$$Q~
z{2pB0hhOPN)14}i7AZ(Zu6}7#&QY>Xs*BKU8HXBb(TUg7?9%EPVPng3oh4yBh`@+j
zPxg3eHTC{Mn(U%+3L5_7>^E!?5b|2`UIyhK;SDON?eK1hc-A__RiyOd_JibStK*Jb
z7G)1gYo69Hmqp(|MY5wJwdjf1MQAFR9~ScyF}g9N2vx2%IDd$?;#xN9%08U=zwbuZ
z55SK!$r|#)$alc}L5Y^PzvvEoIwH9jVflvd>EDaA>L|*Qi|<iKFZd|gQxfU&=hNsn
z^c5`nb7(hUk$^LAV2orlXMGE!B1b^bg=`QYwYi~gXCh&uSS_48FPvHTsuCgNn$H;t
zbO(13ta32f@Zi1vCD5A0=-{qN45Vp8;R?7h;h27a1IjXjvt4d{2M(a-M9lApSPUw!
zATokJ$IIFn5bh)BBVeEmynL5pih74cHbXw8>H3i4k`8Kyg32BH8y0<oGJNIIm6kXJ
z?7t4cVF(?EFG63=f@3K$K#*pIhe<sv!XE67Rbj<!;Z!$#=GI=FF1<3Ng_$F$Q{W<a
zUPi)b;=0uhQq06ofSDQsGS-3utx;@{v21x#xQ=z~9>p-Sw$3jCljXLV(<6AP$~fDy
z4;Jdc3;u+Ei$j->PnQpPt0yOU7;Hbjds@}vQ(J0V@czjY42cN3F@cItMKScGdpJUh
z_LlRkk82+h=>9^VeyyB5&hhu!9q>EO3B;U~W%@0gk_*PZvlJ8O#9(%QH(k;Zb5kHJ
zokrw;RM<OzrjjqSi+k%!^qlUtELghdIobBx+-q$9FtK4Jr}Y;o0BUdShd>M&*1vP)
z*+Z7dC?V~di4vEzG*d7R%3tw7`W1%pw@_#5ZaC^aTxH<V{@j;V{)m`Za^BM%Xn={|
z>%Dv}?*enbgGQXPhxswmlUPUS0^!*p0{81NzC76b-r=8~qoS$QcCm-k!;yPk2YDB)
zPNMew7LmU{tT*z|@UH2JtbP53h|TJ`NW^~{K=&)eT%P@=5Qo=6oqI8|Ut6^r&ovoW
zDFYFFr=CPW!o?iLL%$8}-V$%Sb=&t-;TE?R&Q%L1rnQk9fAKd14*m9WzTve-nHr=2
z?;Vur`$&?+%NGWF5&h^yfd-uy_eb4dco|n60`B}G$%ugj&c;$u4a`V-4H838H$!9y
z5dtz=xfzA=>mbZU_dD#rACKQUes8$*nJ#j%2$Xhc27WmG!!eot%A<uqA%zKZ>!Jtg
zEtxOaXgh=}u1CYKV+xt_UVKEzLlqz$12L>Pa@%H4A~wEO+KxYw1naRcSQDdTs{ZD(
zif8dyitOsYCzsm!4`7WT6HXS#{{D>Oq5nuDz795b_4l!HxMWIjFTJvkT&~NBR;G0&
zCue~bm4aIzBI<dz7JP)ng@Y;(P(B|n<Dm*I?Ml&{p^Gl6`P#66g;YeW*)FV7naBIK
z@TH3H+<(XU*CZa>zD#C_6VPD0Vz?I^i$ljUveuiyu=Ttol=npjG}%#jp&D$-I?5@A
zi#DhnVf(^ARMfbDa!+j#^;A+?-vWo0NTG@}d@50#_&E26jc1_qJm)>v(d>IBcYe&x
zv;@qpm5h~aAI?7KQVw01gXaaEPTy-gS-XlP?OnAZoKCh8ff`_`4RhAiM*Jg(IbUAK
z;8zdPt%pl)4+G9JzqTEGmtsL<a3#-o0)Nk0?gXBLY+gU^Mv1od;ni=KEZ32<l82*3
zC1)`LyK@pAC%pqrF-1GvuUefPPM;+i*OhUh734iXW4?F%;5a^}-`O&cC{Dm1yRxe4
z%ho)Tk$yfQ<681`>b{BGUGwUKkB(g2ciO-D;#43({q&!4$zw0SFWL@{xC|f5t*Ma<
zU^Jh#sVdctBy`_O^r^q@Z{k?V%yuCZ=I9+dUiZWCxyAOkVlLLhv8P+SkflO9nqFnt
zzv<SH>&A+qSr+9X^s*c#j6~5Xj!HLpQ^mue`N@N|#;|(cMJCW$;1k6^E0)u<?6l3=
zUyaV8{ZHX)43_P#@R{uZU!B%Dwkjps?ea%TL9RVJLe&9-WqF<nO~YHlQi@&LIwki7
zf-XFg)UVY@m5CgutG@EpnZZoIf!X%ikHzXgExHRR8ja1Wrzx>Ea!zFeWz)qnovib3
z<t!2(XAdk(SUzCRo^?E#;hbi8zpycQ=ugu!?`~*l(r%TRIeFJ;)Kr(L`%l%kj`+P(
z@F5@ETl=u5YvTX0(Ydh5xv|!{w$`~-wz*8U*~qxc$hg_;!Dlm*dNVeQkAhjBhV#qB
zvdTqsK8UlsCC6={{wsQ=_ujHos?3uT(D<w_g41{IC5j{#eCYgpnJQwbS*8cOWAuy;
zD-q)o{iwQpv{-c1>A+if4^B?6gGy5a;EXj2qzV8Dng%cR7^CppyU8};+FkunZVvKV
zEM+2(rIrvYxaim54eV-CoS~y<KG9*ID56)RomL~CmJx>a86aWTtw0m>#g`g;J)Yi<
z(#wpo{^GC;L5uVZz$UC7#TU;XSm6Md*N`}jfsqilL^4xQqD~=lyPqAvk@658_8Y(`
zyGJdVAQ5++jWg9+8*xKD_FuE*Fcq(zOe#MPD?{V#9)x(zJR{1V-7xCNYo2J7^25wo
zCd16YX0RdbM+DWB=9K}{EBzMsb$69?Welb6m3_azDSe&IDVJIRkTHBnSdc_bM8KY9
z6Gd&_>oPfq-65}!BYx#V?tfY8p)|@AJmnv;MiXl46V_Ni7uZ1=t^FrBeuCvxmg!XX
zMKgzHAx(>BRI33<`FOD<`mW)PJ#nALGjwsU%h?5_jw~XX*%NB((smrhXXkEL)>V6A
z{C;#i+=Kh*bf7<$pc!ZZ44Lx?*6qS!vCHbX4(o2QY}`d|hd4O@<-6p>Z42x6WJa*~
zCdCuFC}Gek)#m=im`sK*&EEdhY|LS7^(_Bh4*Ze=NDy4d@*z5zjJk;)I1OtXYP56E
zVfXTEUF=?j$l)^dBze2*x&Hy+^>>txrFzkXgAU8kzk5Pta4VJ27(vN!z_S_>mkTTr
zSoI|qPS6c2xCnJ;Lf3D$U#;85?~OBLp_?&}Qug6`Zd?xn4}Tv|KG(*@#H{zZam;@9
zb6K#n{BCV;?j+dOnHlAd47S>olDfOGvGH^fc_)>M1l96%Yy_BThI-v6L2*x_&E<VK
z8!yS-M=t+k{mTk9wvYrL6?w`wlZ2|ibykXO?M3L%#{QSkfHNA<nUuTB>RN8<8@edp
zosNfEQzX7gwuLu~#vm(d{E0RSlo}#Vg)k1|siZV}V+B%jp_-<lYxe=5vrVt?rBh6E
z?gt5eDR^+XjxWe>diKhPZ`#70q~C-He}OlQu*#{VR8FtAgwK7$iKmBv%v)sUeF1-w
z8nMWbl9s_O3IqTwJYMn16BiG}GnSCQov=;;lwhishji?I>p}W0r(bc_`59|Xbgv=8
z>+4wjB4i?IWr^9?&_$y;k_E^K7v9u+%HS!Xwso=diRh6#`GZ9=kl(km2nBV7A>tph
zd;Shbej>ivhs%Xszb^;bZ;QjI`G|wCzOL_oili2i!`n}C=hlOr@&+vZ3cSA`%Dl;Z
zb@ky^PH3gyS`@Ki9SUq6F%!-$Zhv8TFoXeRq|qw!6$oAySV8{2Y8UtAp#v4k+MW<0
z`qgo$y1nW-B@M6jBUmIO4@0jr(@_93bs`GTFC!ZDGVCmGO_gkRQ4~C|Ads<Xch)`t
z6%~Qb1*$8Dj+K9(@wT{@X=)n<!y1|2)vZyhrTT|s>&n@o4goGNMtC}`|Ae3!&Gxeu
zhMwC0o_>z-UGytQot6x(@vWx#Mq8@&FU3q9Oa2?x$j~>IC0Jn{Ts)7qP-cqJpl%FS
zAcyzX&Y#Gl_xdkM2+B*@DS|?bX(OT%!v!x2!76}crNZjFJx=D!UDuOj&O92ZVC+X>
z#>hoqgil2Tm{vkeT|=00&?;|-qt!SF0~S3%0ty6q!s4es&S5C2{gEWFRg&++$ulsF
zB7Y!|6rJ$dh-63X9xcy&_?ZIC7`$jdA0XZpXM%m5hoxJg9|vSlS+rpD2go(#>+{GP
zl!fxmjrEC5YILz6b5tY?uc;7yA82=H4zV`ycNALh&ZG3nc!2-3v1;&dB_r!!OGl1H
zl0+u~Svw(jUB<1<t#?IqRKCO>@*)TMO0j#7HVzonz~@{Rg#c}5h(ipZ!0KtihduJX
zw?@dQp?Yi!%Ej#}(Waoxsr9nEmeR0RU$#Z9tn71H>7?;XBnkb0!)^AaBaaaRSk!=F
z&7ihs#M{?-b7Ovfq0Q|)`c0Rmp&M6QkmqqnL(f%azx-LB#Re6fhckYJnvlBYhTU<c
zGuIHe-Ll<Xa)`&DgJ-F`;<^5AOH)nX`^4N-PRG{x^2?P7=DS#=_ZIQ9$9}|zjXFJT
zt1ldZV{*8h(p__>$pG6~a}<Kze?~e-oklzGTtVwx3ZZh@P@VPqo@Ne-LLRzCYOerW
zt^AoEz(Z{qZdp@r<9&YTm#Kz&{i(ff(o=e79JpCp(z!5f@A_JG<OKhCXLypH;%C~n
z)sja2V<P$ceJAA@xjnpqXXT<!-EtikhF+|9jm40?Lz(<p;TURA>lSB2uUjQ!>I)Ae
z2-S#N&cje|u74>b{{I5)l#9$#FuLMRaxGhVM-Kla4q!Q@Z39rwMTiG)*`k>RG39e}
z*VBNQZwCx-e{J6yn$2eZnae))^5Rt9vX%b6o8CaK-bn7vfn37@n>F|l@P^&{g68KT
zb>3|qG;93t7NJWx4l}x1b_Z%&QizYKC(y2uUf*QIL2JT?k^Cf(E|Y^9ef%~KXtcQ~
zc&wovqNwt`fMoH27J_Egsw~+$Hg<U!X$@ukMRH&HH>OzAT|mU@Zl@=m|0i?5lKjmD
zARGT{6;Sdj`X<l5LWqZ`p*rxI-_5w3Fx1Q{`b^-;F$Q5}kE5)0r*HHil3%qdG`QFo
z1+#a`QMv7X(OuYVE=Lf=VOjvJw*yX&MZk?l&^MT$edPWMq7YviK9+{?tRq($S<_xK
zYT1ugD3C-RX|KGC`0xDmK>SWUNz>w+u)u})OG#OwS90tMsVLj2y>PGd9r$_M;Xn0c
zXKpjUR}5Ec=axNS>)~ph(z>^Xq~sKQeDz(3-nfx<CewdBr0_#H;i>T$m4>|7m}EG|
zjf$7eF@h-=U=kle>l$B(Y=6Yc{_8DN)jSdN4I#MJeypBaGGXWVSs!woT%f*2_0C#i
z7W$^w`NynE?MF4!3PH0w=J!pkrt2H4F~R<hC*N9ap||D(PUriO0jGG{g`mwZa8*1`
z2aO+a!{CR|=cjU{eNb64Dc(vLVnLrBUd<;h<-$YHTjVglOYe{>f4APlRRZuM&;>=0
z^=oIh?pr9jy9W08>8x{eziM_npHgws*=3#bv?T47IYr;1cUF**4|KFX${?n!IMs4)
zOn+{3n%fz{ZgZ8g%ml5^G!`k~LHg#MS$Vpyn8BH(%Rk(W?^{~%Q2z7!PdH;z<(lTV
z%RB-<aPIu)pUOK62_J~~-et0Lkfy}r_p<A9?X;fA1gOX*t7H*;R4P6FU%F0-cS#yU
z`kh5)Z+76uN^vJIg+}DDsm88SR6yy7vGC4hnc`Q6aN%n~!M)U+kS?80=Ff(2M(kw)
zK{@1ltSG9wjC5|`?%z3)hj8nRt_*uA9o`=a&a7_#MWgT_%Fr+6`-82cG{x#pLpKFa
zJ)W4lZ+Rw9hkyzCb$o2{uO+d%<<a}^WS_+SxNX-nnp4*9IG`z3_9e~fvJfm`#P&zy
zm#J%_tndU=r*D6f6k7(YB{-6ptH&I#12tLcoU@nt=oL=Yn4w+o^`PdS)~$p4m~^xm
z%dnFe%!irfZ+b@gg-nKwbXP&RTe%2Fi7@h$Q2vLqtdi2K($Xo@dzD6(wPqX-KMFl4
z7JgVPVo?nHViNuMgNCt8)Fq!NTly&5zu~=`2?Feo{s~d7p;)HGxFU)Bs9M=%#_kM@
zLX@l|U#!d(@_IEC?9KIA^UX?AMSYvnf~mLkY|?l|69mwvZcGY#y}Uu>`5xm8i|qh7
z?rV9v6igVNqL0Gc?)mHQJp6!5Y)1piN*>++1<A@qj#G!@uzJhDmk|~TWFhI-RpFk@
zkYded&%du&DZ_)*NAITdJmKDZvU;VN<`C*{fbyW2XX!@Y;6ZqYDKdwu6G8i!h9m}c
z4?6gP>>Jq@`3CD}HGWhVipmZoBPIT`nlMJb9;X`|2Vza-EB&UO_pJ+(`cMeYP;28G
z53<P7Ou)hXmJXoP7zvJek?2RX1eHXa(vo3E?HR3iNjPx#`4Rq6hN1t?X5?^<m{%^!
zxFuo8Y!~zy&qSpJs3tFI20d%woBZ~x4ifZx$nWC?g)_}^tj5U<@7KoVkMvhslip2h
zF69)s?-WV)-=ayCjiJ!*SaP@4lb5)|Y)6wAdHzCs2x2)DVSBkFZm@aaLvTg_`Bs5@
zd8<3Oqu|d8BiLa~u8Vz;;t~N^-6E}yIthR}J(Bw=IqL6O!3gW#@DZ(Zb7=A^J}>{0
zdqU?ohn_hcHOuctD}xA*X`eAhRxq3bdMGnY%$>M2Dh(!K_}AuOJ5x2(jeq%!$4NRM
z3OL~PjYNt|U!|VIK6csyVt#4-pAZ(~-8X;B`po@AJsF<A;Dw7h;l^Lz_|0;{NZ2zT
zBP?aYa|u8A>WIvQu1kI}Uc~b8f~o*7;`z_`FghUA!pGQ7L1d%o@8EiJ&(NwZXA!Be
zHnZT}?q#LE%z4$?qlxQrn5q4r*mu=U>&REgHlNMWypH+(3F^qd(kzr+=B{l&wnm?N
zvuzA|Q%!^Q$L2DS3KDtvWRfnBnr@ph;bZiB(RTcNBwj8lTi4Xq4fMP0OC8I3I}5xo
zDszVp;UbcWJBCzOn$Nq8r(QFb$79-GFoiQ;{U`>Z(BPYSpl-;tM|JT4uECStjOu3y
zpS1k+;kVEM{CZPL7zV6qq**-FRNfFch(!dg0@eV_8H*LV<8~8z!eOAQi+Rj1MX8bT
z3YfQMHJC^!iOU;zh*WJ;JytHU8E+QK*q;8U4o2G?<Xfe~UpQz-7tb*?;kS7o=0ohg
z;=PLY%dL)&TG@V&AjggW_y|?LCttV=0hH=f&E}*opRf3sb>t(nlq};&@zP>K!X`DV
zt9uX0;NQWVc=}$FBk!AZuKL*MH;;)QUSdICq^LH<Gh9MjeK%=APJ{2)=Ffqqi%4oJ
zQjE@7A4nT^%i4!?JiA1y2=oh?)Bsp%Hf=ka$v24NO9jk54C5|I?8tDdrgEVRt(Z9!
zJr0)otPJ5{Rd1&S84A`spB3RZHy`uTKyoM?VjL8%UlM-`EOzVH9T@*;Nw+>+AKly{
zf!2eix!&}539UVm-H|y`y5R~}!>ljfj5ELcSRh^NSB_W33$HY1D$5Mc)t|n8O)hnF
z9j>!3O+k+X8+SLG9`CfcwbaeG?YD*)niP<Q-#wa=TB$ki6lQ{8HPkh74@=#gszojC
zATqY}^-KjAG`_stD59gk8=<a=BOf83QGb7Nl>!e<*EoXz_a^!bO3$t3iu{0tR@^mz
z{pKU<-}l-5Xm<$Xwo6KiR-R2@heAcXw#w^6s&<N<xI|beCKOtZs`43U(k#`vX>eUx
zk>bB2I5iIHCUBWCRs_HwdRPfsAp~{lIBmow7)`i@LZk?+geAJiT+B4;a(<CMNLGMd
zhjqdsjGk1TVnysZ0rVryu=uHnyJ^R2c=(-x^N4$SBoscT(Dwk|!?lV;%(M%)IjCOd
zLs0dk5!%DKDi9HzkIpsIG|AAbD;M^M>CmgoZodxqVlvbaJr^j2V9exW(Lu|^aaaVQ
zi%=+;2T^a4KztZrw=tsZK3ate9Tr4FRnwM~nbcL8(vJ({hfdv**GWqZ1kLZdnwLi0
z*<93`uRcP;(8(CGPzQ(H*w2RXx#DIx@YjX2D;kwrhA}74N~B^Cme%@*a62CPQ0pbQ
zam6M7+O^|!1Fx&>mO6Z*{wlF=Q6z+;nc<Z+@QYydvdI`$H<yQFs(xRZpOxh0xzMug
zJg6n~_fM6?rL&lR!gx9ky%TME__Ow;_Zh{fUFD;-XI*Z)@&`M$e7i162Zy3D3$xz8
z=jfsH=5@Q<mxC5K=FU0}T99HhhaM**&&R0V1pJ9OP2atn*!r-3OWV35p?v4sM8H>$
z^@rm;kivb18*0UjbBNZru(sE*me+J|TBz12t?t~!!z&QYj}DP(jBi!QlwXH(f?64&
zx#`L3o8NYQTu;=|3i+dLy8)K?yDPb3dYIGsqRw5d_Z2PsT0VTQM4I_0wlFHhPlP9j
zqSb9pN^LTsO5O3XY*X!AsKQ;_AXR^o#3o0|QjF6Ff$<+rV)%R7IVJh7tQ7)`*!t+d
z)m;}tp{jpxwU#oHM9{eSH&h<?R^|<VmihUlw?#Dt!sgiW6M~hhf8n;>p?LUDwBTmG
z>3HRb5aF`pn+I^2TY^s9_Y5~NJgextIea7|L!!Dl^A}7qLDOPC<?|!9P(clr#IE?x
zi1=`dr}(pP2k-GQ%?2fV@CKltm`1<c%GNE~i@ANbDu{nt3lAS)7(cM<tFk+LVRu$&
zH>*}vBR)No>b#*}<<0+c_QkO1&7xj@W6c+F2gnzR;5Xb<vL$L(&7^dnM|?|rE5Uzl
zl%$dQA|qG$xQ#3nL7>=d7})D_0smrnuG0I}<g}wJP=U%9vV-#r7_}X%6faZqs@EmV
z9<}+05wR%BYtx){&K3bP<J;aOl)XAX?O~hLDb(YGh3Z-2)6L&+rIG}`<dNK2w$vpr
z9x)o3Qa?=<lzeGpeo@HG=zUSuP^1FKva-wo^kHFetn1Ae7q;k>reR)3=e^JJ_4uAb
zwqvv3ut1A18FnW`*e+*uOI?i(TTGJpEh%$Txbiv_Q&RO+L$#ARM8|IfS*U7r`i!Y*
ztm4umQp&3j{eB-P&rASOqm*7jZyY(M%YHj&4OwxgF<auZ;AsqN%%!?>D&LFQBowVi
z0ZZ@+k(?1>gb>sc!6I6PrW_6yVKy8zK#!!_550%48b-t3X8~`?7Ikm&M)OsB;m5)C
z7!)LBfEP6iq2Rhc{?s8Jdp}kr5^Z)Q`+V+Rn&llUHb=Ktb+5gw9rk~Z|M>zv;cRkW
zi+hq+AN)7!-b2ja^<5G{t_{CBv~a%Dgbu||qC@}IfjJz6z2WL^VMyX_#4lF!XTS0v
z25lxd$)SUe|L8ndJ?q%e2}3@d^Vpj?<;oN&$}?*{Ahh?F?7Y)aVnOEB?Wvu$w;p3v
zwkevFn0NB(U^UgYW5=~vQPB|Nqz9#Zho;&y9>Yq^PkT4W?yI8YJ#L%KscF$a>pT1J
zT2TB@ll$<qm6M!cworFd%kA{X*BUL-UROpLW$^M{OMTaGCnQ^~LD$xi_38V%y_46}
z%X99e-V)Q<AC9Hk1{?IjFj$xBD$?v}HCKOd|6nI8lVK3gUUG_!O;5%<>Jlaz^$kQl
zx*EKlI<F(B2@yAUH7Fye7pvHR%Brj5I5Wa7QFd~BD;+#|26_JmVQ@8P<k9=m?hRp|
z#-W@Y&-d@YZIpSQe#mWQfB$J>qtxqkGna@Ek3p~QO)3TdkE5%OYVvKvlADAZO4kTc
z8blDujZ#FVr5hw9q@-btQGy^10ul-e2!b@y-QAtiF}lX~y}$1-4(IHgaoC>sx$Z0O
zD^HTxOOm_$-rDz;eg3N1myVSdX}Lqz)-vxXC1^FFvQ~2R6@ukwL+>2*C13tnNYAaZ
z+7U27E7_EMJMoDeHWOni(up58udFS)(>PD#?h_%6(|n&blBty(Pj{QPoR;<jHH~Ld
z!bxJHVBsxP9`o-a#^PcVsseqM0)3|6`g8>*x~3Jse_J@do}MX)t4LJh<0F6gi~Qlc
z$PRfWPV+xz>@7;45Y%dlDi6G&#HDPhJ+a_N3wlpzc~~5|Spbax9oRpb+xw0I#SQUD
zUUR3uFmN@ZG%@^o@6W9(k?)oCRM6?IX8zYE53p#-nCvr~Jije%lc*lfM1y}CoP_dd
zTKZ8eQSdFk334<CwTQATLQb(27Q@tX470+ac)-qJc`AOAAS_y(b3R^`A4M0(P#qEj
zR%8wc^h5mHEL|h!h*s+hcoPcK+aTZeW~U}c-g4+lY9@6huhR(Ggq>8=7zUnqK~sna
z-Ih{N72Rwjh;}b@HLF^?k2y5Jtewe5dGI~AFauei_7OGMJZd_8EzBY^pFY`I;ZYpy
z6E{miTOOa-cF(6PviR%~tHLK}M9MpU>x(c+Ubp&wqxa%r%s=w{O5*)&&1hU08I409
zRAmFMi_^3jLS^3)4^l^ClCuo?=kO+lFE%bA?_cD;w@XBNe;81Iy{~NSTrP{`*A`|K
zOwHn@{beQciT5i-wu(-$iq5x|-MFO4c3yoNLH&94zdy3w9djJ~EvL1$B;GtO7P$`>
z#@@PAuXPI$cp1P3>`;KnP=b6pV<60MW-jcIyPtV)ce|U~cao0MJ8N(w`hDU6FV|9h
zKFy8hMQiSdml>vN{X)MTnCt%9ZO*JO(+y)Sb~azmcBCM)Fd!@0CgB()0!Q>YFc3K<
z@j^h@<5TZ#;y)lkn8$0QMKN#x^ZN&Whomzm%&9&HT^;A2opApSi(naZxWlclnbPIg
zqh-F(vB2uk#mw2kHFOL%aDdKK#_wY1d9)wrCFlX{X#mjde0I3HC>=l{Nr)qO6?6oH
z;+&n}%VCdwhg67`A%&Oi>ySI|z3@Y0gAmnN<kOPnJtC%sna0DYn>3SY1>EvVk{AS7
z2q98u<z~8}>{eY{Dtfn1z)gbi0a3?EnKqfQB1sD=F+S!=JTfbT&W$<<C<mYe5Q5p`
zv>;9BlD)PNxRL0KU-(Tn_n=?6e#d;UMWb-8O|+o8YWvr#u&2htvv2gt6pfD1o3PD3
zmv)McqsRX>5PA}`)1$(DUufnK5yGI?Y~#o>Ea)oyo<r*tgWHpMrrbMNTy@<&B*(mj
z^|HxE&mUbd*Y`VZG}hcNq`>5EBMEMr`A;L763V5;<QMEhP8*l13Sy{Yd4Uw#teh$3
zqX70NO>#ld9??rRckEM}#)Yk92`MsbcHxn1(>?<7bBI++EV1$~ipk5s`m>535AM2Y
zpFf}?<Rba{45Ex$O1$4DryPIX(&<wSvkj7^dra_AYIf0j{$XPy7UW>w@YeZ-q2ZkD
zqgWpJB}nN)Lf=?B_z}Um4DC6DaUJH~Klo)<P+|jqa8Pely=gFhw6i?SR1`11QT%th
z?CM{Gn9yl)Ll3s~vHv{`1X6|#8(o7XvF_{DA@>QJ;o4%KlP6l?C;zBF#2_)_voTD8
z0c4x1wr_FGsWx(r@`er5I%e`z!Qn4Z2u_L&!e$@y@I7H=IcRX#57)Og--$^GHk#NK
ztwXtCD;NL=CdRX5t{@Wcfm1xJ<eC;%&+kx$Q<Rq@EXm!g)wdY}hCX&fDB#>Dywpc9
zVtn9rD_-HLGuEt==a#`X_(g~b(-O4$HrHiXpW-?}0m05PLr%{(9XkGHg7;b&$eH_n
zV<3+i#0DlHX+G!x2fyUw1%F-Oq}GB?_ra|;>liG^h$92Rwy!0CrDZSG-vf~xkr}f5
zyC*H&O3>hGjR$<`Pn&2I6Z@6qpoA#Q9}{{E<mud<U_Hyo5;T}NF_NwoqDf5r5L&I$
zFQSJ-i#K*BF9La*L%MR{n~9);dVfL?v(thFFsWgpy-)GC2%96q2_y8w^SopDgTrA%
zSc?aEHg0ehcnC~?`w#guP)0D^o1F@rO-FhR@qY{U%bEfuVbyE0atM_ug}i=6a=egD
zIHM&S*V3CIx`V1+)|gXG&|S@;N&hQ<BlJ$b_nkLBlJwJF2^JI$OT7&j75$t|{~vzp
zggjb?^uYrWqE)THSi-J|=sJQ;SbFcj!pTL$*5BKH6(67Z^E=o7gB#O1#4-+vSh3AR
z(VRnUQB;hIIHGfiKtJEi`tPkxy~X+Z4`ybABX7gPo~x-AK5g{5xyMv#H1l_-eb4v(
zt~3}Q2py~PVD`3Q+Q!rx-l;F!TAJ0mUNopW?+3s(!|e5Oc73B!>G@=Rt?c&P*{=!8
zgD~AjV;P)J_Yspfx#`K7$)7>w!kCA~;*pWZsN0v=4bkO|gzU(Op<``of@UlcIQTxy
z`UH}WFw%aOVTlLO)Fnh3i@Ngc6aFRD>+?kID(hp*S2fMWRvE6~7&BMrEB9q0W6ql`
zU+?KZ#|LGD1D$g{59gGyw@4mcn|}7@U%lrwT?Suk#1<XS-ajjg@wc~rOEmJG_2SGA
zU;!rR;8Bi41I*&>NL}642K_R)&H@;{7|$xpmmXt{U$w!)n1jQ8$^S##8goVPvGI$d
zLxl?vNk!9B#tj&?QdmA2gog~mO$NkCKlcM6Uv@DRk{&QSM;}8J*;0_sT{jAzac=|S
z7;xsl*I?@@+Z!>+ybLrJ#PSb*KO3)9PV!8c=dlnE=R=<P%$&pf`NjaP&Ffn_l6wCt
zjG6?Cej+9yB_QxJHYs1Z7r~?7jUl=+4PS=n#caTHtXkkXT=pYCESH$VlaT%H6=)0P
zQWc>!7!1q1n=6BTehISc&{1)Sd2smiwcfGBG{cPoHN0;dc2V+KIOE=9*GLo#Bls!<
z;Ngd=i3r(`A^EAII%Q`J%P!F2sW5JuB|}YjlDit=S7B2c{C3b+N03sK&~&JZD3y?m
z1QU1bRz$&5d=r!TQe5#y^0y!;>BL2RiA^}nJhCCb_6Xufet#xb`IE9Qqaj=Hz0TVf
zaj+7t?lZpSKN@+QgGAXHZBH+SU&|>oF?<g{>0nT&IzzZ9$M1j(*F2Sn@PtAiE1IgS
zu%Hy+EAOPhwj!Rj23zC&H6rp)UePdbNcO=cNYeB!j{PfE;eit37M%O>2+bB_dS$3U
zQlaM0cO!{k{!*YvSGpn8Aq9*+l2;u`QSXiF?G~dIY}90Zw!YAr)*mj^0_EAu#SIs`
zWe2#6PUOvc8WOvehV;AXhc{dtA+cu={MDfi{-pPFga0|5Y2(@1hET)Nw3{ySX37ng
z?!CL$3aS5lJXDd-GWhzHOoPMGEBw-*OY-xov)y<53)53I0wXnCBQ-UD+_bdLJJwmp
zw6)G9yTa5vy&QL(Umu&jUOk%W8kxbwr4FqWT!kc7koWwe>X<S#n5Mi`*AA5njIQIz
zk*d6KWs;#!#f;4uH$i9~*yk_kr4&J|w~k87Yvlhl5I>bO{WUnwaC8!y#cETv<5r=U
z8D-~qBI?YE1<27{kzWZ9q8RhD!y)ZF!fo^^eux$B<uD3&DWx%mP^EZ5>ZCuUJ7q&u
z3OijB5*3m^RS!mXj7jU$k~I!Qw$)$BVc5X+v%DuQnD3V)mmr($S^YJSY?Zlv&Cfsk
z_INyfdFK|$lB-7cetBHm&!G&|RO`jX*Lv+SBuqD#uW@Faw0_=HLcCSYX-sG9!F4E~
z&y5p%MIJSLUk6;nzK;!12LrL^4(T%4&cb6RcN3W?p_)?4X#VdqvusHVzsG0GC4Z^f
zjPDdas~>kLnf~OFJiS%%*KIc=YgBjbDB0Jw;Kn<94%=b2JQwusvYo5`?LTrpzT|Q3
z&tsF(VcR;vJGx?H#djuuqeAkE4c=(|DJ^h+`}R=r?Xcd5Wj)7XW&dIIJZHVaSoLKv
zwPHA5c$`alYk0!94$fRlO0Mtb1ysD;;UZ&DPH1ES*)aHf?b9LF6HyQ|rIUTpyq?`e
zB4cSpIm6`|Y^;W%0P(jc^Y@8ef=SfKcb&iAb6wF0+ZYn|%P<OdJn9cfgs9Ml_#85&
ztM@jWg;cCDWf&f=56xjC#xJSrzWhiT6x4N}r1^I68tne%Eo@WdbA+<y${jkaK0{%(
zch_A>A1jx!=5GSr<8u4=ycE$1K=lO3z^eo#LegA9-0PMV1DgJ-Z%OXWOnf>pghnXi
z<SzL1UTi_1`2(f$QNn%Cjvx;d*iY-sa0JOg$RQf0^1QqCm19|ak2iZLuT;Kg&sY^c
zN_*G8E*V*~U~yYtfIUsZK|GA*M@g&l7f2Jt!yj!7bJ^rn^^flz+I>`cr7Y`?kj<)B
z$}VeclTqK+*V{MN+=3B%<w2rDk2+gO;$vG9quPI^y_~E}C{8o1X()PEP~=lkPg+4R
zuESJRBgUlXm~O~99y;-EtV743%+9HQ{Yinqo|xgReboq8(yw7mkdKMG_CdO7Rqd|;
zHC=~YG#iW&axPxF23i8KW0%=!akuaojPm4ayuVs8qnGt*Q`s*%*(wj9^^{zzSFm$6
zEH=3^%4AXY>?rypQ|*J>@LdxsG;D|vpud2BG=fc8ZYfR#)=^9Z-_7u2@SH7MSzkyj
zJ}^ZO&{4o0u1H#7st(tu`7D_wn6SkR%Zp_!4xYaFnUvPl=qaX?9CRDbc1aMjPWKsh
zeSEJI&#?mHCjvJ0IKRR`KC@hIYaBtmNQ2>7A4xH-4}W?D0Nakk#;_Knps*+E$B}5Q
zJWq&|*G5xE6~w`BwdsfMnNwY*+jfnB{Xj9JjC8q|)<NC!4|QFo7YZh-A4m5Ue!sT%
z3DwM&zalz@yZ|GW+3~mTr?j-fM%c{ke%#f7U?8>u1o$jf&HOm+i^d~R7c%BGn(R33
zZe*g6@QCos_12TLHR7O~J2{KNrI|sCXk>UKI>mz~idPYzm6N|g{Ys{6g0!XPa)rXn
zJtHAtp-=LFVe~RcAv_O>U{%uGM%v?>z>0mObw$XmDCBiN>v4MNVEBXn1G^5tzewns
z!nY0%vPzLq#L~+F-VB8DABZ#ch}N?BW3@2l5M*GXHRhv&%OP0RW4GguOfV5N>h9}(
z^|8!oT?>2@7g5Ij^^y>o+bloZm_-%^@$CCusW_gcg{=h)QQA;ud>pf(W*h2h<6xZL
zx5YL^e?Hc+qS70iA2-_`JB_+{=={J)$46fo03$O5+zP&ExFI4(g5kgHyhwk(+%d=~
zD>ruiAe%Yrnd>ziIgS<*|Fn=I<z40`b{Q6M1kt4}{5#gT@+F`dp1#K_J1^$thbwJ8
z?t<?E-6zZ$RY{j&xtEFlsFgcvCf`R*Z9eGgF>}%SvQMEyFbWy%wB-Qb`OLjpcw_T5
zLH#g<Fgy1d{TR7|CNvzKHR4llARciK{6Y>)On8KP;~|PA*p)kiP^;#R&U`Rn(t>sg
zDB2QzD87Y4z$1YqXdj5n0;YFFv<%|ihp}<3;n;a$z}U>!IshOgVl+d#<o&u}@04ui
z*H$8U1To=5YAC9!jr|FbaQ+fC(hRSTA<VuP@f=t*LTq5BjswP_(maw-_$>8MY7Me$
z)DTTgVE%F!_Ui1ePVR$RZD#rVY*1ApM)R>6zo+wAthi=W&us};Ikpx;6!Z|?2Ui!O
z*oT$;@<K<=0p*pjn2x3!q9cX~MM90>Yzm!_pdd413lq6RKk5%ZmfA7E+X>&g%LRQU
zi&+D);@Hk1Zu+}K$q)^Ej21L1@K!y7jM!IRmH$2=3JgwnAndqB_$MnEqW~|Uf3u()
zY;loYLUDxZBPzJ{CTKe}B#V}Q7nQsDRinP7&RRohZ>8WbJ)s62L&1CIAGGwFesbLq
z3$dtBJv@2-rP4hs!c;BAe?&@%aN-~iHUmj30bylXWib*Gs!TlaSI?NJZ;%JW3p-nt
z@WRvKTJQ7bc@12%6vEbEqzcP&OJUBoU>ZAmB^(-9ZZ_%Z>9}QDV&5HyR%m_L@o=!n
z;QC^0J<`y_WVT`B-&c^ytT%=>GSJI@cDYIez{T}jO@;t2HmW+0O7vY|oITzj$~aHn
z#l2k|F#X_kW40ga$@y!skO5iYfcb}2n#B6+Vg{2dZod6Fm9Q1WrX@wM%d%O0L#m6J
zS+G2A8O18BM)o{=m9rwc)>}A8f&o4XHj<!HHWRZdvY)(zvd_=5)+dA4>EM@Pb{i^#
z4L1k430MbQxD}&?YxU=dlH!Dx-6iaXFD;@{z#-T5KJZIcj)j!dM737PR0?DY-WScV
z#sj_ZR4b))!ISnBtC$X6FyJ$>Xg~6~c%(WTK6~Bc5|YRdG^;nNCuP!dvZ-?532<^6
zuCFxw6xn-$E?$M$HP{*NkL$2HN>_Z$u4(LUrt;ZGTr=ky{5}y}9k715@W1%D4tK^6
z4PX@>4*~=<8lZwfc=hx`0hI~b2R3x~Z8jd-{Nu7&zi)F9KU&|-=vg}RrLgkhuflE>
zx6+Z6Lg6MLhgNP!)(qz!6_E&NdRvHu-VP3gl_u~2fl3N0_>wkx0vqjq3Ze}RI^#~a
z6a-u#)Zk(Gki><iZsgVyyHk|AT6re)-Guk$7n`-Wqx}x5Uk3TrGL3W|NPELk$foiN
zW_Z`={V56DaQyVNnMkHiv;<s9`t(yrY|gQ*MF;Ym&2*Q|-vfs)|KMOsMQ%sSP(UwX
z1gJD-_|j28<zwHp73EUVoKGY!o39LFqO$+2kv$<FtfGO1ugkLgG%Qd&+$Vs86LU20
z=if`H_AR?fKftswJS(L-NYSOQAS=5DNva7CN7G56;Vkeajoa8({_8h|$e2CSqvg&i
z4Co^Q)BGZUm6pjkXArPJ)&JZ4$u^67d<iO~!=kadDu!%l#+`oT7|-D;`E?jKo}G~(
zJG$2GgqKyR*oaXp(EvMi!Fw$Z!XLGf8aWd-hr%8?6{={l<JlDwRdZjd0mew~O%dbR
z?AMcD%4w_m4dYB{^BoO_Dx6QJX6k3p;O-~8qn}OuwvO!I&tG9$O#=?M-s7;B8_4S;
zzOFFj^?EH5zdDJ(nBPF+*UFF&E-}rz@9VBF`QBsqxBC~RJx^OZGko!VmhV|)u4nc+
zg`DO-xU`3MCKo@QgnPL!G&QXM-pj6x`rsx$R$2JVPG4)Zw4n0C+xfY~)4jaztI9t!
zHLY*@U-mN5CWevrY||!;pTv9T?F$rb^RS-<es^WgSQT!R(F;a<T1h;)9E!a+3}QX0
z%OeaBHhf9>gQG|mu9X&#`c11JK*?xm<s-(x`ufL17Mo?8%Ui6a9|#g?lMRqMN#aD}
zZ`F^<D`p-XL%KZJ@J-Lsx!tMJkAq<%j;R#Co~^^2#aLXR;r>e(at9*}b3W)<GYm$=
zf&nVOAx}n3B4=9@<gEV`C49M?#O&U{hDTgvPqkvulZN|;cLU7c@KAx@tA2$GF?W4l
zqZK8IG&qVda3xQ5J4(w7ipoQn+>e=E8oYgp{a|8R)Ty=Sq5C(BZTGE*;m7`<GeTQ2
zs3?P5R7YU*+GLu)LD};#5%2N`RTG;NjKceCW7{l}Uloe0m?-a*HQPO|Nw==*+&-MG
ztMM>Jjhb!`<e#jMU!j-NgRDPgQzyD7Ckf@{8EI-g)-#mSGzF17(lC|MH+`(HE2E($
zp<yhm@kY|%jkJNWw1KYlU0&8ZG~MJl6j-r3<-7$U_31EF(`aSe793)Dm=`x3S~?u+
zN-UQ})iDC(0TW65-+CK|;LfBy%ND6T^xrv>azK4z5mtF_qjJD>tj;&b8xoml*v?LT
z43Wo^Z_^TB0=<zMvQ`%&BHWA|GOd}Y6&!o~C5QuBiVd?Rr^u%xrHvt69{h$4o4z5^
zR$xW}bFi}b{J$V+3}7w5&`XcV0cbF@iG#6P&8(8Zhrn|+O};NOd@q509j*>1M<Gf8
z-w6tfrYDH~Ir&0~Bj_^Bj|bSH24#b4--nSc!(N42#6b#6K4C!U-+F2nz)MXGe@rIr
zd`KkquNYRh6rK3;>eSk;%i^}7fcXU|jmJUU^%7dS!>E48n6nikz-pP6xu&4oP+tYM
zg9t-V|HQl%z~110pP!TIiY691@feR9RC+jFUY+$&vW%y#PdaQB%ucY(EZkcdo-HX8
zDlIE^u_@M*iIUQok7ddG-F5bxv_Lh#MM{!MU8*+EBl|Cthv%wD-7j*QnQ8sTviP;u
zg?&uJLg-CBB}m;r799h*F@wB*PAkg7Vk<uwX?Y*^e;QXg0I?D2Z3EiKgr(v)_0Hq@
zt}>0wz(>m~f7_EM9%D;fE)!p)b;TjZvq5WN%XC%Ib&AV?ocL*Rih&DCA<s65qB(6$
z0j_wgWD}7%L=VkzDSZ3V+47(#?OLbd@B8s0BKrkdMcgvl5{#TWTJCm)eSLsOEJHTV
za5!uO+-OSeXxY3g3~egox@jK=32P(>KwJP9tSa`hdzB;LDJk{g-s*EI%EO<X(SA3Z
z%R(@TllE2+&N<^lgIPB)do;>6oa#Oo#}j_M7xtqX>7{!DdCxNCWsm=n=KI8G{?GpO
z>t6%E>19j&%nEA#y>pyQ^fkCAfht{Z3Q5b*2gb2K6pKT(??ZEXZiwU$wZH&GZwgTV
zh?C<wh73Qh&NX#eJdmGT`!Oetd3z|n?7l2~ow`}vGqsTe3qJ8(55qtlT$vm7gjcbF
zH$;&cOWF4x0Vjc23DL)j3k(CJXjTZh?Ax_1LfO+fKc92;7xmJX#3i~9;EV;^2D&<#
zMcM*>T#Tn~ddg;&S>Kx;=CSr5l!8aGB%iQu72STXm_-hk#K$Bh@Fup=TLAV}*nT%W
zZxli8%pE}_>B1Bd=GuZHk_t>@X<Z5Xdt%4}AHE#lY8(tv_)K5J;)~@A$f`PrJbFHn
z^AA>sycK3f9JI&kP;8d)@7fA-H#2-c{bS=>jwj*QDjg<?9$TP#wgcg#cqDL4ns<*l
z_Asz57yu%cZAQKzn_i4goW0!tP3L-DoWviHZ@u}iYbvUeM!Z&Mao70xC`e35zzk>J
z9P#t|A?prH?a*V_N}vf~)9WF&HSWd@1S|$zf*EwEC}1G<s1=X&$pg$}9N-PXn~@th
z*3cRjB1`^YfyN4sPP3k2CL#cbVl=v`i2;50vrgyj;21)HDis8H;h2w5Qgy$dNr@@=
zTll~fxv&f{F<%>mBRHm%vGB_p>=i%0IZK|H*bYPhxW4p&ML{X+FbqOEy;Js<0XPJ%
zf@HbN*(wK|VxnGe<#3p_G0#$%d%8;CJ+dWOo^yErZ6Il+$`Occ@+O{xF9jOB$7Ctu
zm#D5yFTikmDqIs5&87SP<0<4!KAs;h*9I_?OPU-|={rH-;1C~k?diF34@Djy{W*@8
zMmY)Xh<cfy3mGqoTV5y)$nhGzC7^0y+<gduWj!1)stKTibf(bEKsJ>B7l9G`kDw41
zHYkbhOZJD*Z^&>?sLKUPyb*eBTF$<~{s#%*T|!jMPXy)}eMqh}VGvf~MXoJtwO`CK
zC=OuGp}uUFLtlkxe-kRlB%3+QtFrOFCH_`vuFe6?{z3I85SHhKC)YnF@0M;808>Fl
z2>&?kV?VfU6w#3rTPPTAke<}p9>_c1O*Q?`!-2SHy-GT(P>#>ShCR6eoy^m7#Sx^T
zg2~tcm}k!YN^B0wYK=4hR`HhWAH2NyV0&h6vdV4v+f6U%b5wMue$D!yQ>M)M(wm;j
z`AN@xWa4wg?o;ggS?ha8sgsE$^m`{sOh>4H)x@5^|Gy0JPLD>J>Ye#^Dda-!&CP(o
zLB;F(@#^i<nZvYy=t*)q)Bdf--K~HH*@JJnd*8DENeCz*jK)Nbv_mpMDD_aGR(RHY
z(<dA%Zpspi=5?h~G8PV3z^=je-7>B!A;~{7@U?4j;CEK_g_b>VTVXI;1Wd0t1>}{u
z8tgl84!s!dE9RvNxM0PijbQzZy9j^^mU<}}w7B;W&$eiEXt+9XqcA_J@(16}as_(x
zPybCj!<%-6F+w!BjYlbe6Bh9qAkqiPbvObL#BIixpb0GC7V6HRTEKHme=x)krCP1y
z*!j;PFRqU68{5VGeyZPzMJHW{Wo^Rzc(yXAqxh5@)ikCxwUelGd6evw-)w8q{1pw+
z$?nqm@%9n^)^?x@5O>4IbgwBSad15rkdP60!I^PK=z{n++Yc(RY(2djkN0i<SGA2f
zKo32;G*Trlf+md8Wybt!96<iB9zqXsa<a#fTV@ggOZS@V`Ux`0lSJU&DL<bY^jc@y
zAwFIMr!Q#To8&f|8bji1k21qcf9u*$hY;o2ln_J?JL&zzWI)%;#L3Y^Y=|aX^1eT{
zpcU6<{pwA(C^pe1BMsDITBaS@(B2TKZalZUn?$jJk<nS>YRPH5@Knm7dP503il#t6
zc)%_&w#%lM@`Mg@O^~T%uXUmwu1A~&A7ym_R>I@9ITp$p7U!W{4d`>bySzyl#H{*0
z48wyddgO*f&%wb7+*dPqkF)8!n}A3yj6UF2L{=zWeh@O|iSF)qQ8LLQitqVNkTqD&
zg3N6Mc|B(zhWpV+MB<P8_$+l!LJnhg8aBmel@AOv?Ml8d6L_lH$$7t2m|bbe-O+V=
zT6eyAk1iwNaOAYg#22r7fIk~mYq(rFZbV*=H~Js%;V(z4@Ebet@#iog!v}aIs!aW{
zbXKx+J{!kO#Ym66^@l=6_{}f9jeaN7=kx(y9}W(aD|h_^PLm#n>1M*{Wt%arl~*-d
ziLr0~QS$Z5ufEM5E*(<V_sXj?&ntB)DRt3*YxP3O%G@rms=Bhaq@XOzB0z3hx<FI=
zdB6+bl4=3SZgvUR!$ygwyAWwqOs}rJr>@~w8f(KZ-3AuIbXydc`hVv>72aAyOSXPj
z@#Gs<4VlTd%2oBuwfXzFO!~|80>4gq`qn^~bM8+mQN}cbx8|3Sb$7~3kh@WcpV@y8
z#%0htY>a^xFbpig92jh)P*hCyFC$TmoIRF^FLl+T76iodVFCBX$ca|90sJOdHsCny
zTlg%qKYg{F#CQ!BF~5KJKKvH^!jHz}JqZ<9EhLgI7oqJ<RDr5fH<7ap(0Hk_HP;eX
zqu0gfFu=Doo{+qlLJp3dgmzJ06RAT_U&)PC&%aT%32D`Es!E(G<f7#ZGK?KdeP2#O
zd1izbm^AAjHYD^ZGqpL|`m|XQF{F|1zuGc%4;(hVS@}g;wQSPy&_|$wIZep+oKC{6
zXRhYWLfsW2fK!(BgilFf=%@$Pv&}Uw)@%PR^qqaEz5TOyzn<F{JhSJ0{)_KfL2szN
z%JXgS$B}W%!emgw5)_6g7!WWyp=JP)#u1SB+(eQ6O`caF!AI!Z@5+Gs`RQ+5?zj>;
z-_f;-tCSp@>wLeg)I%uEgICEmv~PcI*c2R#XiJ0#0@#MPKlhc}avT|L5SVzz+-r1P
z78*`*1PS*s`vM8_Lx>XlSd|2V|Gr>@Cg9nQA^L^0BnRGr7w;P_Ag!kcoi{FBLWTwD
zftx2HFq}N-)(5ba%^a6k_yRoUD^F6)GFumD7>-Gz4G+ws2Isd8k-iIv4M`zikV5Yg
zpY{&fnbRMAd;#czOE8Pu#7?=i^q&yQ7bqOG464ZX%ID9lQXP^z$XodKMRuDl_oMBX
z6q3;}75C{}Nyi#h!|c&F+aJb#{G(7<g)WCXX#$kAZd32b45Q4`WUWR+9A-*h&zem>
zWB&W#XG8mcH*co>9*?si_bEb_VuGZTF+xW)`L~mR>7<E-Sh3G4Hnrcl!tk$s)!CTi
z0p;GV{Zu_$sb`km;<qHCNJEIAom6?baURzmi0=E$9l>vsCC>W|sEK-VgY&cR201g6
zi>1YlAMk_)M0qIM0+Rmg>$JQp#`AL}XYZ`WLo?)PHp%NSeHI2=*`B`EKOq90bQS4(
zV?ApM<$LWl*#pO|U+JFxWlh^ux&SDsK{Wwy^VU*6rexE3Q7^}1XgpxQV8fcP`HcOC
zcg0-X=>D4Bk{4cRqRn|r2+?a*Z+o31qrOD+R<^G6{Xf2I-E5QD#;Yi_{i1~Q>G5|a
zWHYw4Sk3AB;v{-8efo5ITBcE|@f<>Trg21sY2^%yS-UlOYaG*W$qa0>MPXVqGoPN#
z-@6;|wB?Yft}Xd9Gj@e=#s*-QM{8vzDsCnpR{DE6kcYstF5Bfq8xgoxpL~3K+O>FH
z19G*u_NU-`!|Sn78pvykeZ!f?-){RO&aZu6$T>z=H95I#l~HcJ!%BAM7?V9Hx04q-
zwc)XYE8vJ$FkJXRQlNzi?3eOgvtPq5;D@HATo*DN|AqQIa=+R1Eu1q1h8lfP!PUw}
zUJzmTfqfwOfeDX{^x38U1<g%SIrUh1La47H+952M3;86~X5&VPH4B;L8O!*db!7r@
z?uof{$pyUe3Efn&<9HJYz5T%Epbfs{;IHHP5f*+>%HVxSCk5vSzv2GQ?%Hw~<ZfdS
z^Pu=ARXF!vN;C|U2TMlAtf9-H$@r`l86kQURGs($$zC}U{y7eM3>(Ym{gBE?1)YP(
zBqv2Y$=aolh+e90Q{9C*r*kmxzX<cf4k@(YpE}gQ@NBI5y*Qrm^}Aggn+IlJaBn~L
zA}@xoK|fe>iq}p;HU(LBIQHFSt`$Ze+;qdS)mVj#t=$frN0zqsjca>8>{9?W*Zs0W
zL7cJEsq!&?sA~Nxs6vRcP!89sv=6)L5Il*_*kh2Gr^J^49mKhPz#2EQe#2G({9+3h
z5HD(_=v|1HU_Al@7LnhZENpPi02Af64HQ8`Xn6>O{<Hl;`GYg~iTR4};0QkYB@iyl
zx1Y8ER`IhyQ!*TTq!I$$nYg>D`H<Q28xJX%7;yb{KQbo5n_11Eu0f)8L#w<#CS7Fb
zsDu(L+rlqn*q|`DGS59}`<8YvF?H}gV);OZGD*;OP%~dVAuPD3#3oQCXI2yg+3JG}
z6QTy<z9A7d&wi?&KzwArssn_mU@Shy5u;8V+?*V8w*^Khx#rLW*8_5kfJI<AEDtFx
z5dru@xr2pgf94{pf4Mk?+ygo>z+sI8(PU#N#8X8=_GJ)%3=%34EJfEZq=<()Jj0Xg
zSP%pC8p>>I<lZEXd1mImvLXx-l4L1C;Q(dG_$E9`IH!^>20*jw7iew7olOrauxc-|
ztMiH*W%gN#jQFie_~7T1{{58*6BS=GB^1PhCh75|`UF5Ujj#&Bg1C(9N?1h+&o@4Y
z1OcS^AvG8pUT~E=p8ZyA`CmH1nFPfT*5N#j;yeYmFQm@si2V_y@81LF1x~0uRB@;7
z1K49p>^l<L0#n2fH5BAKDy<q_ggv?d5o<NU)#IZ>*_VLJ5eytdB}=Qq8at6~n56jm
z**-n}RIS5wZ0ztTpN>qa)ArWuS;6<Smn%SPj|6JUWpm<8;k|>@Ne2LY9cGaBtqqft
z2mX%Z8R8wDjS|(zMM|@a`}0?-8$YUMCKlfroxZ!d=uK1*q7|xPWUk&l@Lw4B?w)WN
z7Ns*57PJ;O=?ga+5tRnSgdk+N(VOSihY;O+S0I{@{~)f@FS>pF9f0|rt}@5+<0(cL
z%i!I}al=*d0U|4k^JDE>tmn%xYhSI$$g2~XxDA21y;48TfUBe3L0V6IwN&r>H&0d;
z4cS#UP(oe!p_705CgUek_^_gni(tUynoyy}_byX&3{Vf^wq4%#TSja@ry2juUBJ4Y
zTlhDtP`bE4`uUq?aPTH9VHAsgC0l}{J70p;@#6`W0aO;6-vy@tsGHo!YXI{LeIddH
z*c;Yh+=LuThAHxwzy({w^97YaF$}k5=6PorF%$PqB)8xb24bf&4CgLQAUiqj&q>{f
zX+BP@<33~8ilxBDG-J?`Z=-qNM&C_L4d%!d{)*_zS7`b7<pw=ww7P&LQdE>iRc9Iz
zK3V+~O;j4EHs6zMsb=|8>(p{1-%|em8YI1vnFX4338EMV#2S$)w!W@j)xHhsB|*W}
zn^t~e`8Eg}6exRBTzucB%-LV2Ry>U*+K2B9RryKBV~OIlwZ?j=qj)vUWrQ@Ln#IIl
zo;0_vnk;<12GmHMkD6>h_JE9?L_pTph%>%FYacoK#uZH!PP|vJL`;ugfm!eVUL*SC
zRp#(M$B}*mW}6qks8XBfz^^f7`KazwqF4WIpcKezm+s*^`U{_>Fh#CQPzz*4DlsF1
z71+`y2<#{M59(qUX~~LdLv2W~S%kjoJlgL<Qh6zfYP3^D5#cAV-u!rCY(MekE3NKO
zrm3;c<Enhi%Wv6H_EpSqucPTsp?ROne#qj@CL|NL^-BnM^|KhiQMGupxQM&N-<%2I
z7bh2S@J!?>&`!|`4>;UutUKIK7B|7~B__lFdYvY#HDYk9bjX0^{3<oL&ra90?isVM
z%MOli!pZlY!(K?c<-=N9nBtLw|Bkj&YtOft;g;=XY{9?FM0yniZFMnqJsEZF+N|oz
z;_Awuc|Xds3S{(#lXPcNwdU?}I}D&a5bTSAO3cn@fwYhe=JM4-H?LpA=<yY9@mZCq
zBnx!Dx=r8U#KzlqvDhXIx`X60=0|xhZ(*Kj$eZlae9=3vLmzXFCVn9SH}j5?;A3K!
zmBWzghERfRjaK;37ascG%iqOqRU`aV_W|Im<1MF{W77<Ox&$kYO*eDj`NUfPaT(aX
z`HXD|HgpGIFs6f$!jJG~=D218{1UhOBmB~7!et$etSRu>oHSw*YUkdn7Pun7#f_3N
zx-kB5YTBxVgbErog1Tyr?g@Fw{ZKz>_>Vd>ODB{255@0x*<nB}vdFHTU!K12jQ8LD
z{MEBuST5D;I3V(?Y;1-1QEf!u07pC#r&2ftC8IMb<yBrPp=5-^=@z9dy4gnLivK|-
zjUA13=IHKmihn>Pd~$uTYJ*zJt!Lg_tO4tM$K?47DaP<5os%S8!Mr>J?Kc%Ue|_{n
zoF1iaH>YlAZx=MDMr6+%EvsKDSNm0Gy9d*WRdTPl|2GL_>m9Y)`m?{w`3;qWf<scm
z6I=)%Q4nev)|LN_xflMMFjJYWPfUl13e55l$_Nd=bp_A|${%<~)%)PwcP~Ia-nRmj
z&wu>%6=ke4*yDJR-7#)UOx%2Hf{>G(3YtZD$OROe!u-B4WKi_G|L1QYzmPMC@vL6L
zp~Ty(YhMn-0|mkTLV8T(WXPC%VE1NaZE9Q$0BJKqV?WveUI{j=+<hp?vxvYhI!?AD
z3Lhs{*AIV<z5**ofhJ_gFcx@RQ*b@_9u9CvfXlX^S8()QZv_T2!~6BO!Ovnb`t7J6
zCEasom5Ti9q>(%hkAe&T#=K!FwGMNfrmC$R&USR!ne}@Hl$FW@`Ie+N8=r#7*kBVC
zx{lk0vk?wqxUSzMQMDk(bAE@J+C00(l^;Ye4ekg!%G4F^ZJJ&G$@cCHlTwRz|H{1g
z>}$(E<@4_4-}e;q2JWH1b|wwNOWhZixmdzzpYLE+?u=25#d$wZKH7d-S-!d%clJGU
zHkv=f*GhwLT;4?BIb9{Iq2dQWjh&C}+7IalWh$)p^K%`4CRf7C3s?J&?nL+l1keq}
z_MFplUhNfN4nEd;X_{i-^JO)xA3a$K4e<JC0c*R9ZQbmZ>TudsBqpW;8#VOVPd-I~
zOln`q&ds3>4tq=#Wz=U{e_iLBNR^~+FQraG3cZhq{(63XRX+$oT2%)W@?z~IT5WLm
zYOhA7@gcqhwnd5bTU*lo%*t_zdFo>lD5FjwjkzN4gnWjzsw81=VG)`^t6^|iza_VK
z0e{Y`Y&`JmC()l(ovtw#Nv5pxCy}j8a3BvPf)_rWKvBNmP4jVF3{CbZ@(t+S?wtIb
z$qY;h8iNJV>q@6@ij<mp8>I%{wO9qJ5>YCb?E>D0S=o4`^4s~gE;x1<(CkuJB<9X^
z<m6s;(m-h8IUMes8r^<MWAKu7I$-Ti5cZjCsv@1WDccmA@1sY(e@x_4_t(fDzxElK
zU2b<}%`qahLu~+;lk@CnyDJt<^Py=;i`u!AtO*pk{SvqQBnRbhiOG%K$FBlaSDM2e
zp%El<T{lD+G_Sr~J9V)88y>*zasLdG-?N2dS7B=-`a6Yw`Vj%VJN9|)5EZ(;`eSD$
zmJ<r&V{Pxk62U2AVL!t&4R%pEC)s6|+f!fH<gP%pxR@XolbP9R6ZXBkiyJL~J8+0R
z^4da0H+S+=@f!MfN~6>$>?-!8QC(Ep_dLXd#?wT4TMnR||H0Vsa!~+n`*ZXQQn*su
z{-Anory;#@$>1_>=d@Kkwd1`<Vcm57I-p|--6^b*F4<mbiug(QN}Bc*(%LBnT85qV
z8&`k7jWd_Uw%Wd+2NlVn;+}YxG_&UY@#zuxZ4n9RFTTHNaLufuv+5sj08L$;j^bUg
z92XQE1bx~fzjb2rbpdEfQ3-^~OHmLDWgUln`p<;wZ1kd?kTm3_OzWAg0U+_0yYvk$
z#ptj>Kgl3u>Df4@R0@Bp=;{M3mtY7S8Zcy2dus5fbpEeH)sx6%KB?Zs#D9PjYJe)d
zQBjnbW+#^5vZ;^A24cmkEQ={M=ZaVcF&VtFR&dJt8aAaEw+fO(2a@ov^bs!ky+ffy
z2;mo{uLEdt&>?--6P+Un=}9Bo6l?<)@yg=@WOCOxTrg$Nf;hOWMTH8Q_{1}DUV*q}
zxya=|1-Ws8Hm~BJFkv&Jx$=_S9rh9m{8IMs1Y5P~wN)HSum)*H1?3N5uet?D6<k!|
zLEoZVR=h)mZ`-1PjFme_I*JBxThIZR2G~^zBp|LqQ1G84Lv{|m?%TvN(!a@{nd^IM
zc&oW6nNme`hqWBZ3c`SgOpo3=(Hc=Jq&dzh4$>}<Qg9|jg$-Hqf#sb^*iTzxs1-kW
zdA}x-0~d5b`4x?cp@c3_OKHMyF8gFBjkeKyNI8~Ad2F;$&>sU;z|fS{1qa54N|KHT
zDky+Tmc|qG3r&b0V?h^TXNgg654+%^pIZRd28_!#fBMPd0)T5#u`cT{oeIDiK5&`l
z^SA2s{J^AiZD?qy`(yX9{e<iv^U?PHS#Cm$>xH!0^TxlcOZKynhK9YNq9V|HM_Fh4
zRovvyv-(QwgQAb~?<w}HE1Y+V7W%6s#p@Ot_Q!uDiYu&6{t7Ej6s*@Q!MHjtk}vFU
zd_5Lo@9B7Y9{2lFQ)l&<A(l>*QYeq<ci#IQ7?fZ*JRL+080{}1@El|okNhLj#$`de
zDZ5q3CiV)S^5QrX+qyd|5%9!sodGkQxzV@{_<T2H=UR*dCatfWo|U{r3IW{iXA>;z
zp%e9MU7ioi120*ZVr(VuK-!F7XOZN<1$>`yh3s{aH%lG;I<HM%dfSD&+A}TN9Vmm-
z%twfO>7I8sZlAzjW52IdHO*gx{-KW{JsbcZQ<Q=QDdB#XFGZIxRhHKY<a?)Su3np#
zV8ehwU&0i8>ME|N4zFYgcz?5bx~aba(_3MtW#MZPo$q*(fAGzh@gKMVt3({jtL})a
zurYVth>qBT%G`pYeBQ^$|0PCA29a#oCO+T^7YY*@jT_O57v%xU_Q3GDGGur>#A2T-
z&BD4~xH=iC^&o-g1-Bw%&KyUi7Oeg=2TT(Q8w-C6-BJCS;jM#qXZY%nXl;BM<UY{g
zwcfA<n+pCw4Oi}ljNGhdJZI+omYv3cC33p^92L9<V!Sjz?^Fm*TYES&H|$D?7ruv5
z-uw@;&ya9hOC1*_n~fgcw)Z(aOftLbdUN96t?_(!i9X74<XL1!E0^hd)saocG(6{*
zX7JtFVX}{fg}L&gjtW!jrGtD|r0<gfA)MWuqO1HX3jVX?`r`}=-1h4FO^{6tmWc9U
zM{uVrhOH=pb`2T?5hiOvJrTmQ<v?#oBto6OPQ$~C(;Ig-LtB0&4h1=|16B1N_$J?=
zt_B?=^_Wz)in!m({fJf83(!LC^Q*9sLxE<%5h6x>R^U9t7!TR>BLJg3I_Ov5<noG<
zy{>%Fo8nlW#!|CTcl0e{-MKetKO~-$&(m?<_iQbME~DmXo$tW!C{nHQ;^fys!_{n+
zDSq{r5PoCB6gzv+aABHxv%CnDY~Zh!Ch<oT*NY2vr(wN7sP61YD6{%vp;fK^!~REc
zR-coJ!{cIR=@0&s!@ttbjfn&3P4SqKk6QJ;cdAbJpUslrhf_~RuO|xi3K+&|NkX}|
zAPHvN`Fuai9~V2An0P-gsT0s!NHv^D(Ykv`r{qUMxnMTM<bWaJ)b`FJ6@<+Z00@~2
zi=fo&eN}n)d#>{P2iPnz;<D44Z%F4~Be7UBH7x_J(LQamGI=|V0>^E4QPvO}XKQOY
zxoQz}c9E}npWJJoS(2cdxF`nzMRbj5e^+_1)L#9|lZrxHN+ZQePQVsCBq8!)fL}%n
zO3DpZK|v#~L7!AK=qQpkHlA$B(4v!DV6O<$xae@rTini)!+7~VBu2+ehK4l-r2A!5
ze+5yalKxxdbJYkeubVuSjEpJrr9ni5VF|SFbICgjQYLoT(Gj3ob-~x3VI`<wyhBT;
zVKNOdvxW!XTJ#0zr}8U(`5YI>(tgfu3zk)@#BRO&F=`cIdjWo}EwBWY`z|qPHSpNb
zwJ6D`&OnNgk6(iIW%OWbyk+n088<SPn%v)YDrzMYrng9jsrjGLw$*(b`8`s)a6~5B
zuBZ0`YQe*=_<H>4Z%?-RKWBw@XNBo-bz=5sOhdDT(|5EBk4b73$%x5z*|kM!c^M&e
zYN83M&w3DS9XupK-|mNQt0cXl6Da695b9Ur{1h#%7CAT!nBr509<l$@OVfx+%t*^V
z)4-F*LFCCP$dJ&Z|BuJJC`OaEB~YSPzWXoj@IW)1+yYqP|Mc=LIdHz>o#wmjgwy)A
zsO8>Q$*rWfrIm>-evr&PHYW>CSGeCm1XfI{%V7gAkP{_;3+Wo@5P5O?PaYAtMG$Za
zN-=2$#c}AReIopWCwUApgJ=Tdizsmv={~H9H4x^Sf^2eqg+sUN1&e&oI|lq@bMOR4
z%3M<ae1f7^?zX-f4}#&~i|l7ViyzasKGSNmvJ*8-<4<}Pncw^kVpwjz1meRec-+IF
zUoP%H{;+OvMfNqa#~&@`y&C&X%#H7f$Ar^P<gWf$Dbj8>yE(d5f#ta#3yTx{$()N{
z^=eyJUHtcBwWtrWq6_}k-!}TJ4yL<h3qCeHzE^M4;R|Ej@wP3$7A=EzCVR3PKf#0F
zZDGF`MhkpJ`sqKM$kbc-;99b?1|8=yy5o_-oQ`z8tc&lJQWe~J`iFWvz~c7!i?NY2
zt(UV5UeLbQFLK)+E>7XSVS*1}KCCPU{tk8L-HGHwmqFOp(A;Ek!P-*0%QyS5$`*Kd
zMbrlTlhLB=l?bm2TNayMtanOv_f#ui8>>#BOkE{%d<UfSeQ0}ywvVV-!QKR3eio%*
zzbIL^U(d-T`?PW^xl<hJWzqZmXQltqQ1sxy?$vya3^fje31|Uqz*kp?t&7qwYqJld
z1I~%N!y2<Pq*dFK@cc`lHF-9cAVw>|^N?N4D%VRPIxvO5y!3B`SAhmE)3l^yCI6f%
z5WmivCvAb<(YR<GgcSN7G+lY#DFlqTSK{YINdJSYG~Wr+`G)oBsCXb;Co59!Y>3Bx
zoCs~$F73b~zI0LvZ#hnHO}{(Q$$A_RpTCNlgXgtjK@-;$P@ia(%g4YdoO-`P@<oxw
z>qkHEN!J0BeJ7m4&07nlF<}yRJaxhM{ia`!PJnT8el7HO<jPM86cOr23i8;%#L|uA
zOAtxGA28Q|7N2cKYCs1#FHoQlXyYkkw6=j@C#C^PW4RC~mqMKp&{I?WtcNS55^*Dh
z14yjqmjF&_kiPDe%M?<v{pRBNcwO0%iuW%(C)SY7P=pe$UPlD1K447z)|Q*amP0aq
z2Y{_!@;C$-(9uO&HF0RRk*%(m9$D0BgjA=Hf^v709zCEm>#gZKesCBHt4`9%gT(~1
zpux|rM8=t~pHJJz;9Q^>q8&eWzjK?mTXAG5-T(>CcFabDtI7EWh|V-h7bgc>qY3({
zQd5-sV1c%$!PQj{>epxYGd+=@<%5w-XjR|I!%K~eFics5Z?V*UC|nR&pdX+zd%=%I
ze_xGjymoDFs))#)RNxd(1(4QBVa;^o`c;#`Fuc&u$86;f?vUKy(#H3>+WDvS%^;*+
zWwGOM^pA$u*#ly4iu&N%=fo<rbC*=lRinlYom?K{m%s)rH99s!E8x^Uxp)Cv`I3w`
zyGYcQ*BZP83`R3V2?O;SOSJOTR7P@}^*-6sK2GdVQ0(4_bt@cP|Ih+ZfbN0eY{oH(
z3yz9EmEKiucEmp5V1up(($X_9PLayrk={eC5jCM_+9vM#E*-HeSoXf^yt!@Aq+7Di
z2-F?2boBn3{3d<nkf58qH*8(|5z)5<yN`wP!3v*NPuMz#3$VWZX-HKL3`VVxGlwE5
z4)K$sWDTIM_@BpqqmD9>X}Jvy6hoISYPe<~v`$YS5V$NZf^TX8_FVzy1arRTA(Xm@
zCP3~l`H_`30fvkknkTx6EW|;YY|bf0=+et~4z~V;gw0xPuJWU`X3k)Ca%4E*sURR0
z!3feTvfWKsf|1RV05)g~Sx)FzrOj9Dv=hR3#0#p?c$gP4aW66@?VdwaJ~zs?|1A%+
zx(q7W%)zEdN5M_5h{%dk60(GdTsHkRhWakG`<OUmV|3@*$#o@AY!8}et%Sj`>T=o>
zLPca6%!(gU?y|oFP&pw=klvC~;GQiCrAPXV4Z)K4G{E-LUGNb^vqGJ@&EN-{B3@W+
zfshD?DkyT}bY+J^*{?v-t?w?vlmVG(Ou<4ihVT(H2VQstA=Z;>`l(8^IAxX$U*chM
zO^sFXoSax#_!>#es@H&>+MN25_>0w8{IoArVDSC4i{sAz&MZA@$^%p32<nDANZcYk
zlmxf^^?(0rzd@{euL9LyeCFU+<hDJ2Rw16I+b}1L)7-;UM7-6Fq%*xOSk1iY-#mI6
zWVt||bVf%}BxIXr+V$>l+_0B~jH?poF=R6+`_n{ZPlvs`tjOz^K#({<6t`?LdTsOd
z{tcCCP~>sts5R+<htJ{ufe?_so8mtg+Y5jnui~d=7k#HHJ+EV~ulN;(4g)bn>TTyh
z@!WaMODQ)j#q~T==&rN^Gi!LQ&qE{!K|qrc{FL>t=^2|$>#oo$tI6>zwXV$V-{9br
zv(*eOpTm|GWCBwC4~{MYukI?Z;cC=;Wy&4-ISUB8DdAX^a84J%&+~t<bzqQjivIHq
z0|`B{^4Bjl*@yiX%8UO`{L~a1(2n|wMW<pFQps>~#p<Ovx+X|Z8x93zptxQ$T606M
zfgm>bK1`bjUJJqp-s@5yo0Xr?3Is%!pDCBG<B%~~z~-T_G3rlkM}!}g^&TA`JvuJA
z{UG{aOt~xLxmQ4H$&cd`7mh@)87b2xq*D5Jl!ULbAHlF(+7~SPDX9NvMy@%`{8M;G
zYBhItZ?Dydf|v}dQ9Uak&QHJ#J|PsV9?w$qBNY75!~I-NVYL{DE0zs*y3%StvZ=#C
z$R3qFENrlX4Rim%o2a6*A{gPH_%*uC6p>zQhBQ8F5H8BxY?En-15_ZXj+6eowV?+u
zHRL&E)El7JF`InZry@Y_Ips*HaPU)fw3%mX#<N<kJp)lfo@G$wYt|B^nJJkIe%ZGR
z=u$j}T}(b?9BdH}D$)9gV-NYzfH+_+cYmST3K!OFU$t-ZRFn~l!Di|3i8VnOX|U+K
z3T-@ag`-G90pSyU$*}2+o!%nBVmo^$(@N*dP_eY=UHI7=r&{CDihZNkhHfMNA`*z&
zsUdI94v_c_{7v!!Zj#OvyBe>C$Mt^3<8Wa}|Kp9t`MT3~fNxg%75O|PU}M*^N>v8C
zeds10on8~Ld2(9c`P&J8f$f+d{Jn5>F?B`W1o7{Mc=Au(+nUlGul`Z(L2=P+D!L@F
zdrp1gbtE<4?4esS{&jIh!1j#hNsIJFWJ|+0NmIG65A`;BiawCOGe-I7s@A6^f|9GZ
zpGyre)`I3GhJVCk(9L96b++X&eq+@i6PdAl<5sSCvzKoSG)G?LjfrZdwiGIck$-B+
z;f%P4N^fHo*<z+$2PRk4E7cZALid*pR1-)CdZ)13qbWDlFx(;R!E9{C-mA%P%yr6g
zo7rqe2_yt0>}wtzcodnX7Jaq|gEaNE+0kr2fz(r!*q~Fd=M;H*v_<l-wmrdPpC0`S
z1&O5F@TU=bXB@TP>B$J~{Td3==l)``&i|w7tfQL#-}g^%QX7JRfNby<L5U#<sKn@0
zNu^7rTUug_8mY9>AcBabv~(k#(lC&a?ih^i`}+LO`Tey&cHkVwcJF>(&+ED#+S<BY
z2MXm}2#EoHiCQ@UYE<uUC))C(4RP(YN0(Zp4_sb!GJ?nNh4J2)cziAP!o0d8n$gU4
zRwHck<%>}$JuUUE^j#%u<J>Nzpr1y^PANHq2^;0BzXa-?H9kxw{H>*USAxzF)Ut&n
zJ#~LDUq3m)@E_}MLEEm8XKr>jc2Dj{^c96oPDVTY_%x|c7hV+3CJXOV;nvHGqouQY
zqv{!C52a~GQ`<or+j$uI!eRIRTPuuI#rY`U4C?$J>B;En|7t9F>t?ka{L{i)`-MtY
zZP&h|tKqg|w|Zi!Nw#V6Ag#4M8Cx>Q36TRYq`<dcnFI4(P}qM{HE_h|k$tUE*#81y
z7&0?5Z|hoW*<jC}UcjI%@F44duP}m>4h^R)67a~2<EQ*Bueu|rj=?&Ke6_xPz5~M>
z+D^C8B%r;2l3;q%a($*CzrGoq81RAN)ar30DY81Djg;Y|K~<PdpaG{?_D&p;<QUL7
z31|lJZzL1&NxcNJMu2rrC$D0_Hb>-N|H%b~=dJgqJWtL4d4K_bUEw7A7F{=0Uj67>
zI}zjbl0VA)#}I2QrkKk3Ro<NoxvBMs1H%<3%#WFqapCqy_qe+p=89@OFkW<zU<Q8z
zX}{AmHbF{ukRe8+-quQpvP%B<+8eJ<vdm|^EngDDUea)yNy}D8ZMFANvb;LU&fY;H
zN4=fD?B|YhcFJ+UcBEt?G>RBWAR!Ci!r#B3JI~<U46v=*A7Gs{oUq+b9nBK`uW(Pa
z!xTd2DgEd%@#I|*CS_Pb4ZA!qd|Lk)IUn|lB|}<D<j>VVpQSg90UtF_kTNqs5yc-N
z>t%>WnWKr9=lGFBI>=m+5E2S27hV9O=xt;$=OH-Ef)mTJDAo93iXAhh7ACgOVL6ES
z;Bq;6DA*!Xar#$x4s|>-G(5DYd>lQDAVG3m9BDHkrF?f9ct2jJR$x%?k1mkXo@Adg
zWbvsy^3Xup5Zd|d19BWF6bXdqj{Q*HUc)vJ?PHn?jQO28Jk1{9n=9X2Am3iHzF7XV
z=vlUBc6BsVjc_!?tzK4CCic?{?9NRuh|e2Ly)<L(J7kg+Fbk-8qL7*Ytc!!I;1CNl
z==6)4CdwZ{c0PF}h&X-FITX#`vQZx#4s0ZFoq4$2eg|k3%mrx7?LP-q{DEo}H@;6y
z2%KS-n%+f7o<lxAWiqme7@r^Wy?lok4hVlZ%69TNwdA<VX&{8wx>H(nerHQSKg>{@
zSshNnq^d^gh+Y6h5L#HD<2I@ekGZ{Gyl;_p>30IrISS!G%F2A@6DzI@*5Vy!Q;a^~
ze)Hcj%Ho2Q{|4~q)2zdKA%E-OAEY}?V&iGQPyBd6`=yhtGzw%wtFO`H{P1JK73i>z
z_B=^v;R|NW4TEv}4LMoR%ujm)S@x3njqj-9jZ9x_*?^n~fjjT)=qrj8H0f<RbvLam
z5?{@`3xy6K2k=i(N017xo1J%)=$7=qw-0~s7>55Z{WEn@9Eroo4zJ0NBCDRwXQ&XC
zm5FJesQ#E4*R3D5zhq%)M?RCOvB1j{r)Qcg#+&kZe}&Tze>{goAOG+J?ylK(o`?a%
za-ftfTGZCF8wbMv&uL)vPFsYGl#)T8G=yPIWr(w{SBQ?PjFcJBJB_{ym3K25zTmuq
zhanH%QjsG6Nht?ZmFs+py^{P1Edkb9d(mNE?58?vd|c{>J=PHhJ|Wo7OepMtZ*e#H
zFQ`m=Lu^Z1CU3|F+V_#t6=)iqv7KDbFk_-a53vaR&zS-IY8(itS6c>c`7^)>vQCK5
zRSYXYbd8Y_j7os<;nAMWIqNL%h^@ckn1H-o&1=S}V7RLf|E&*R{j7nl@rZNC%T<^n
z85#~|AF4n2V-O(r>Iu5{)(u57AauYG=@d8`I>Zu~8%GolK?NybnQ|@ms_?+IuKK#h
z5gOr2)Y2NjD_HtLoe&0Bw95(JZL)O~)xY9IU@Kgq7b=v*ARB&Y9gxCSlx0fM=A}tW
z!nIB-NVxcL)inKE{|&_Jg5cnF?jw!+;NU3f$T&*v8FQWLoT~ShhJ*5p40&Ii)vTn&
zx(bWTU)?b>V_c_@j{wSIY?E*x24s#lrFu+|Z8R5@2{hXLiW}-)kNVs~S^>DDdhs24
z4j^!+(F)@o03X5a&dYAptuUB35w36qiD%e@1;M!ED+;<J*Vk{A2(H4O&VE}To|~Ag
z&;RDv(;6J0k-~ACO-4+{H*hkoXX=HtX!RN{cCO5M@pLRjTB2sh&uW{XU&{fQu?SP*
zyC|oQX8kF^Ec|ZDA!N?Xux`_Ozgz!Tf!U^kU!~_{e{ABELLTB3#FXFItHgG6vXN5%
zx=DZDRDb8V^z&TlKjSi6<5Fue(?Q$Dv=0V886OrdZXS>$;$`Dd7M0q-aV_YRA`T+(
zdzn+nMMCrG)#}ej(eEKNmB`~~wdyFowql2QljV@+2iKdaW^)4D`wm0byu<^G|J3)E
z9ojkDTWojU6$oSe42S_ZjNzGbAmdVYOZL9@_~c_GyyZQw`Li1&5u$`o$^NB8WC^O3
zxh_%S!&PrXV5hX=JR3I|4srr1`Uw=7^o=p9A3=I#;dQ8p=V(9~Vxl}GaP7*iBdhMF
zru8CO72IQh+K33CcWo4pX@Bb^_s%O&{gppKAqJ(DUWZbR{*3~BhEo4aZ>8nF?Rt^+
z0$|*|xeh60qnHko0%<>v^MY!$Lh2qYMzztI37m)|zo-CC>(qt7r;v%1K@@?!E{cFn
z<7^?F$bpP8sAShO9r?#<*@y$t6NW3qa~(}drOfO?p^Pm~Nt9sB+`tYjRMd8rM3(K$
zl1i2p@hjTu*3B5;Ag_*ARr@prm>?LCt`zd=sx=FtzP_{cw2oi}<I1lu4;~8PtTGg!
zO9%%ixF#B^34bkm@hEb5=-JzA#00R9d#}Sf^;snvnFAcWKNDNeV?R4_FUhnYIpIU9
z%m<I8VkqKLNIjuFw14SB>RzsG=Ub(sa(WporTrd6b>)2gSR)+%iSeujxa!bRD@zQh
zUtu?kIK1E9owUcO0Yr`9|1q?<0ja{Pm%8pLOs{B>UmxOIf#w-}D@N_1>W_#^P_^>+
za3GN+?4z+!ZB;Z*H}n4Ef+>>#?PTct_0t&o4^DG+*At`T!_vN+liOv)tqs^UAraAx
z!#ALC>*mDMxfbH-F!Aj46Y*lug>bnDLN%Z6c}px^Y|RcXA-&h~da?tE^M743rHEUj
zq7w9(?>Ac`9sE9;&UjuN{Rv?C<|R}8?)c4r4#R?(Qj-#@7rAbPKWXcpJf45sqSgp2
zVS9Kp{qng~iKX~C>tVYZO71gR*1<=a^`51TM&9MKcZxkgKTPT;hcfJW@2%O{XGJkY
zJe5!kg#qXiSh3KfZGnfgQM4)YP4~@hXzl5IjTD?~WPn-c`HRsGLY++c8)8QdAd%$l
zUKI)2)3E^t_nfxdZ21gPMy6m>b-Div$MXB$+4{u$x_<fW>zcn^DDp1>97;tkkAZ`2
z3KqM-q3H}@h>NLx>p@c68xfyD<wpqzb715uG_ag%8MaeH_84Rfs{O%K0pZlF?=fBX
zO0EZ@7OqUBs@PW^J>ZKU$FlI?Wjx>+b`Ee3dVqP5l*nj38J8Hc&eDq_K?6mT^s8c5
z+Vz6+YhqXL(*5fhzS{e^E7;yAvs}4Bk~)!F3&?ym-zHzUBzNfAdFxM`u6fy{E*NgP
zLc3jOqcdvAJ_#;4(Y!DAm2oJA$wB|fW(mf*K$xD8<(JBa@qX+6#L_qDGJtRte6Y!P
ze_NpJ-}mC3vLXWm-HNZJuMG?Rh4r2?39(y;!NJP#zMfpR&rT#RpB=v%wejoJ$n({N
zgB2<5xpf{cYCU8tWi3URn;HMAE3%a{4D{A^RvF>F3D&JPG<Tk0-V`|&5hHjcOWYY0
z&@zaNDr?IRS7-bS%Lqnkg(ycPFKcWhZzkRc%Yv=B3>;{kxqd?FNbzyEM!tynx`7!~
z;MPYFlAHLfcQR<J&6#qjH)DKcG3}#;oRJ$0j#@sHZeS{|FC5(OlPf@h+5do$Z0|i{
z&iI-xg(4Xa4pbDOg#S?za|W#$ptDjTLQ91RS!@VU(~kxQ$*7hiMWApJHKEPG`B4%(
z?JX+lBAv3bvF#tH?}0DdSj&+6uOE>ks|*|kUpZ6`&c79VH0u!u8KgJ;F$bKWpZsYi
z+xVi>4oQq(@uUS>7N+01`t}@F>|tIBJ+8H0{%`w})X%`f|F)T>8@-l096*JCXr+Ey
zla{GW(M$dET7Kiea--UM^o;|v%&+&@_?P4#i%kxMvn;<52MqSV$7kvOSGPmy^H`dU
z30Q-xh&u+v`a{YMUMityLXG8QVU!cWG>q4Je*-pp-Veu~Ww39qdj@`G-xU;!`O={@
z{NJ0TV_9toqcDVmGs~cY<a9L(&8tr@Rs9Z|I!S{lF_zCn_#8(+FUBbq`$lxj2%ovS
zZ(Q&<+%ubzjx5CJGn~R7)mxw;SN9K=0qgJRB3bWp$$#5RG9pTzNn3&y<?Bs(?2F$H
zFoLkG>8N$4?2JXirh+8O&r2fB-2d=^fPhI~h#hf^oRR&8XmS#db$f_pX9p9JsDh`F
z8ZY2+V7WoWXVk@IyaL}tyyYt*FrXGC`EVG|vVB88_o*$G+Ol7DZY!f=3g47j_6?`2
zoz0GaYQ0o(EAQUsD`zvExvd;~lh#P?+aq2c9^N)2UVsOUQf<@hxqTh7^X=2c@y>_9
z%%P{gZ0F<r>kqE@kFbdQrCf(G^?a}dJNl%2+4=GL_pga0Qr!BaH$IIjy*BzU^6C%*
z6hZ8C`U@Oa4q1tQ#yfg!>d1V={dWZUUa^BV1{Z&Q%>a!=4jKZ=31G$LMt!+q;udVY
zNL<OfCYLDyB?65M{0W_SV2R4n$}gV=^<wm1zAvKwq<1saLP&nmA}mW7D6xnGigv|5
zDu@7!{pM$(b@m6w!}L6=lI5!y+G=iveC&PbLjtL}%`%Mcuwty@2J>`oY+P9HN5y|b
z<3!SUf>qoH-Pg@mt1#O|;$CzGX$roT40czkm1RYMlqmD_8HDhAal`71DgUVR{VSFr
z)EXrQdT!6yyl(d~nV9ER+rMMZ>G)RtR@z}j0t(8!mk*(IFm>A}r9WpR1oaTU^#K(U
z-)<m*S(Hkrxt*3JRx7i;Q%6D6dgNM?u!bC1g)zU75f?r@2tIVbPCyw99mB-KpXvj5
z>0NT`FcV7Ph9z~OYZYcPk6bnUf`e25wQ4LH@OQE6pG8vLWA5p-+MeV+yVr8#lX5UL
z2ozx+<c_6~Pk>CM23O}}mubKFAFTXKFr-v>1X2S)cq2#lGnbOAE16}=fx;`QF-{+}
z8r;17`(UR+;cv<{DXk;&H<0%&zgub4j2hoP3lEappW1H3-k!a9XICxDu*&VDORFuH
zvrFmOjKxK1<AUzpAq$M4Lt!t_A}}e{K#Mi8G=Hi@O_!t1I)Cg%+rR-i&}+fp4g|{O
z4j?sTiLolO*q^;`^F-!yF115p0$#m<*82*yN}eYFYWnK|Xb(2c^WM@xdh(S^b(g-=
zAtO4D8_ofT`daehL$nwGU&bK?d(#B|i&`f{3o1wmW@aY9t6ME_z^b{bAR~;|8c9Kf
zA%mn<dF}z0dD4Z4UkGyHuwcpq+Cnb@?2{W$RC)S?dk4SaF;bTe9yS@pK{jvhNWg`F
zulgo9S-9;^$0K~uI!p0!*ea|Xe$pQC5~_H=&o3A5165R;l#K~4G#!9btiV~(IYO*?
zfOP{nP>Oc0fS#b^@Eu#$KcV=o*_02SSh|u`Si$V;Yx3$=U=w~6tR!3Pum==kmH&f{
zM24ifDJsh!K;q-W0T9GL7_hNbxe-SyD%=SvS*5!)muCV-9<DP-Z#wcIv1L9!U1>e~
zn$neC<N2q?2$yL$r@wpK>1T`6Rp;vk0cDQ!=Y124=?>?OPwS79+e#!@oPLeA99j=g
z4C1z(Ys#8Oe;%#%cAj32ZogDOBn$d|cOBL6r7=4>HF5VctsH8wwr?oNzIyG|UtPTJ
zaQpexqXA?m16Z8ApSL{Fksz1$siih-ZYXic19O!z-t!}KGu6fr(bThVv*=Z0aAQ+*
z_~^*`*QQMEWYf7y9db!zd=95whA~eInEC~5zgRNZN=zqY88-2JTG1cX+_N8#WwgF(
z9#Dm^te-HNT_ZMO5wi2849fHDALkw;i&0w1!N9_;#SGI`Cy?F;P%^9{M6Dn^CbJi%
zl|xi=?GHJHxUb+ta_v7%6S>v&|9=w%VDAb?^~P+X;(L+*dXZnP?vIHi%Uc1Z4;NTK
zUXX<Y;aCl{#Wg|?kTt(PRTUKcD!Qh$3RGhMBWqD}^y6B_08M8{96ag~L3MY~KCJ|~
z48P}}$67aR>@HtYKt^wyRY=SI1VUqK_RFgt1H;M=PtnkD=e<RwA|`UrzA%-T>vss*
z{A~5=YyP)f;ROySG}mxj4j=6+plsL@ukJxPmSZ>&{8$clXXgupc+uy0p~KjIP;1`b
z-IdR*=a8tk)d}kV-HebtfUHEv;PQ6t0G2F#SO4Y%)jIf|qvLp_ps-J9vDAe8bo-$<
zl!|r6tAI`>8YR0!MJITqdthsL$<!G@GEVyC5Ne)`ZwOkuC`-Q(yL${z_K}cs@|S>0
zA*Dr6-E-CdXz?5#fcj8SFvXJQ<3QkK3cR-8ll9=xs<?t@`bE#5hV(2y5EQVZmY_co
zFc7P--~Z6Gp_$!+pHBudZyQrEe|(oq%jJ4BlDPH*Mc6=IZzBUv5ljBK+NHqDVI+#E
zSvG&UvK2dwFuOX5jBa^K>;wWRje#cvgCV@;v)((iS$TJ1HFxT&eD~eAYmiUs5961`
zY*;iic2vCnwPtk#I%xiBV%w1%>X6$zF#EsS@hs6{PTR`MbiqZc%5OtE-^KkNxITy-
zG~esJ@4lM!*u4+Rg&hDgesFvoIbL?H&1wRfWSo)zIHbc?aKf0{qabJKb59grA?44f
z_+7PO4?B^J2eGE#Yl3C@^sJdWAYhbii*^+cWgxah1IHIDO4A`WBcyllL4PFG?M+)h
zQZlX;5c4TkeTqz~PV|HiGD#d>^z-R)%baPx`;=QueuL`iMo@<PJ=I_al1N$Z5E53B
zU^ONsZEmHgzIeld)SqjP{ZIPjYIY8N{B8a;x%_#5UV2K1uWfNJD*C}r7ndaP(Pq!q
zY4WM*OH)(RmvpZ(_r1@=g*P*0;UaQ!t8<m7_i-Qz<rCIe&Jzd2XJ$WcSFi+H6J!rU
zVwnW_;22Ot9>p}dKd0>$A1TqImIdt(_XbNILR>KizxeTseL-bUu|E#|eq3j<6&SVD
z{@Exw_T3I>rphj3z>`bCKI6zQFyiLr3oJVaVL30vmG1K8L@>LQ8wzEKuiVhWMzEWN
zmJO|yxcL@k?mhVSV{EesE=8`!arRo@a=?_;lO<HTCTEKIV8%Z%UBdP_oTlkvL)paU
zj{^#Od~UebS01AYGrh5wI=^a)-zq5mPAN)gPD|JoQzEZc3i0gfIOUPtVzAbJI?LA%
zQItv2tVz;*_`EiW#$G5p!R}}M>n}HoI2?*O!g3V@a28IRHAO3eR`GNda0NI=EWNQQ
zy1tJZiN>o2zJT-gt8{}6&0HyGa_&U<2T=kn=(pCgu7TKKBKd0s7LT>Sv3%aV=Kxll
z*%L_M)lf;`1Mh*`o^erd0KnG3+eA16%||6TiITqz0bNtv|8ATml(nW!HsUQc8R_lF
zaL5;{&>&ghNv_u-;m?&h(T9%-ZF+AXGN;BW-3x|A0G~(7R3u5Da0+|uE#)`)qa-hH
z(@s(;#I|YCY=D|7%pRd^#pY%ODes6I`=RrjMkbskydKkK3cabFYLu}c$B#fZFhy9!
zH=`yhYlPF&VMizFhtmP?Jvx5mu&iG$%~W1r<8s}PLpIhyi%YfF*G+S(ewRyg3q2Fj
zn^#{6?hUnWO~@%C!Ewn?v}vTF;r&w9>}7Xn%2c;_i+K2bSFr7mUa6BNvB~o@529p4
zjog01<x*z&<zng<&vWMhzt{b9f79z1Z!ghKEHB)M^s*@I@Yu&~F48ny=0txD6yI%-
z8b^7ad#%9Uu0vFt>-;QuKmN+8qWK^l<ZChAk(ZYUlaV}KuJ~TYkxuAykEo5nn7DRe
z%34~>F^PW7zV?U{!GHMyCQJTyu#*zqtLCdQe9t$QK%a0dCcDueYhx335WUpsOS=wf
zL2Y!}B>9tGEHkx1SY8m<+BZ@4u2h%&>D1uPt8W&hq(Gb-!HPe)s`a_(Qpb}kSu~b!
zNb-82ws8wfkDIUZ-nhd!Gn>3^FV|OAyQKefc|o7Sw)oC=JZ<wsck|ZRS$WyKB^~QA
z%}>#jx^F5Kh860$2G8*!uWt}@`n2Q$T-0op2VEWbFlFaE`^v)Xm|scqdilphXQ{Ub
zAs#l|mEZ^#*-7F<Jo&LPoWR9^1|YfB>i?;^-b$2XY7F8#M@4+92i{Ul#(zDPD=vDY
z8})*d^trN=P_28?;oGVw@v4Szo<9*a3m~X$z_h%rleaG_@?Y=iwnEe=PCk_oe~R|o
zAGV9@Cf8Slt?>-EM3~=#Gp8It-m;RBgP`;zoFvFXQHqLBWMEPk&`kiRB?t$eP2HlU
z=#IpP90aADeC{@X{Xm#j<bo6*5+MsDp?MjK!&}&QHUtPfYKriLEYK!`oIv&!KhAY+
zg~clzxxiG?v*`(WK55@AzRKFMXe4(c!7P#BdulBs!{b<e?3e@g;Z*X4nC`CN5;6a3
zfH;AVEl@*w>ENkvUSPU4X1n{d71*>GiGu(I#(@G4Yel}5FzK~x%&`HS4p-#J4H(s)
z_)g=Jcwmd)7D0KPI3h_-#5gpKfAae_bnZs5#Geknv5|<)*qb?QH#&e^V~oTZiCUu-
zm30hwg^#sgLoP6~)m^&wUbj*+87lvK>qa5)0UiUtd5mb+iw5Cat+=SkgrG5D;532Y
z0cHvsZZlyL>h`xsa@Li@G4}zK9s}AUmFeve96;fDVF$>cS2Typ3fl+kh<f;7!+vlD
z-x;U8AVn<Gw0(K>|DbwgxFDZssan!LP{8s-20T_&K^dvr>c|v|Q-(ti2k1E$x$b$d
zhD1Y)x!x*6$;h}cFpDeMKEd8Wr6VQFz-H-e9`oKe2;g4>a3pbHMp7Iwx3hP|Tpc&H
z{(k;1i~<j|(gdM%p8=s;EKGm`$wVGlP8J9UXwn!m6-q|;z_??`2lXG7V=F~fP%<tf
z*$an<{%-)2s38{C9)pT-Jt93&NY8FZ+yuftd|(bT6^1VkJ{L*=X@~$3)?MYMAj@S1
ze)$(7xfbY#HB_8CP5uDKfd*HDR$oW6BHAu6pJPybW-Ry3AOuoQ`Ws}svcVl8&onMT
zT;PxxI3G>OT~@icTnf?PX%oGQuo(D*+LQzqMOY)eujs1Z0ZS<-1Qm-FA>@V}Ar#$q
zEPsAC1=4epaS>dA`Cj#=DLgK?LW)=puzENxZoVb0unxaM2B8WaZkISM8YZ?PV}NGe
zs_(wVw+R4n%{JR~yuN`QuW&9u{EIwYoD)r{NUUL@!o1jL_4V{v89X%Ie=(T3RK0(+
zLvUz-EYAC_4lUa3?MhQGEL{&YrP^@Dz<wbceacXT#gu?^iQRya$}73^o$H~^tCB?3
zwmSWWW3#n`ri9&d?f~!W^!+;V`THi`JwMk!<Q~5Wl!Qji{Yo)59IO>h-@jWgi?_kT
zICalV>-q2}8Z8#ji7hw`uXNC3vD<>)iY5LjiM2QsJ29wF=1w8NYa#aIK$rc>Dv|#|
zvoWX$cBV&5st-nZ8%???xh*rTz)^Q;gAx#g<13^qW6Z7QKzwVIIExxT5px6qB1K<6
zWvH3=Av;5aS&2~Tf>@48bs%UObg!zAUZ^nG?<IOcomf0ptFfG}<HO68<re1mY?<?A
zoibBtCiMn=n7hF;>#J!D)0v#rvX|AexRqRXd(BJBxv%ACUk(2hq)LttICUaf+5Zv%
z(CNwAkJEfR91j*YcJ$h=J_glGN`&hDBa3p(7MaT%cqf>MA|-I?4_<)i;Gni$xfLkI
zF@^^p@*&^i?E`%P!~QQ5DsV^f0_~#iybi?xygbaeH5k*yd=;(j_l*$$p`{E|+=I&B
zVur6ep0oMA@HFta#jARPg4#EW^n`S-AeLn2;Pu{L5{4Sw3g=X4AFNHj&4r}uFRzgV
zwF-Cg4;^x1^(>(pDJ$;dqaRDYf@9uh)79h1XGMr0ZeXlH$qs#Sm{7uxq__@h(N9N^
zLxmp6L04HFj|goRj@lrL|BXDU52&0U(hRk6r<K=taG(_4U{|V09-m+;-|%AByZUB#
zIc)x9r}iQbg!+6CYl%mYk2t|j$UUO{{Xj%8P65x-^N_tpW&?(`X%|5N0NbXo0-RgA
zU77;Ugw_kt4Ro*iaL}<r;EU29BW6q=Y92j0b=u2JPYWRYJM>=iKOZ`6SR!0{qi~7l
z0hhmRi1-<E;!zLr@Dmb$I-E`Dx5>tDCT0`I&s)x~AT38f9BKpK?}cPH`V#zXmM$-&
z%cP{dw$4UbTsQ&=vu%I%S+dD-By$)V(dhk;yS@&tTRVR;zlqaIwG^D&_Fs0Ti3h{l
z*CeGXWNd78b5Tu$4c%LtRqtm9N|p2S{#cZau%v9!yrJ@&SdB57*VY@NX<UU_oRgvp
zqdFj@Lr6Wz#$MY(=m3oRHI;*+%Z-h65+p_45p8pZ|3{&z<jlXlV>6<aG(hCIHTvXP
zr&%iw{ZsHUzE!1Q75?ALIBAx@RwH(a`+bA%YpYM><la7{koO1->HzlAj2WCz=3>5R
zou_hd$0`+Ne7?8!)*Zw5D&mPR_6Ht5cBd=#Pcev^*P%lC4Bjj2+Nn&t7FTZ$lBWbG
z%T|R7+Vk^02x=oEh49dSf#1C)2@K~|GGY*zR{#6d%XRnUtNB|p-uX+WYu@@-s$w#l
zCBq8f(5X4>=|e&rgoqJGU_ogAe@9_c7iy+~>#?`NwKt-w{;TAMIzg1}*dnSZxl0JH
z(a4D%8u9n!beyQn9{ugZKR!|~%X3?^>h5$oOY%iTG{9FYD5b=+r`CZ|$Ok9NJBzPB
zl?^Z!o?z@l;=@&|?lU{^N0r=<JWc8m*YAGMpBM0Q)M>J!Ep27_=?B>)xBo$C9~2np
z_L)8tb$q&@^KijrNbljK$&KgY`p+Nf$4cnOioe=*EMzSb+~=j>Ru_WGX{Prqt_l?L
zSLqqVc6H-j17ARy6gfriL<D2O6dSOFf=;9`1sM|sTMP=j2Q}P#R_f?o07nNK^vMSa
zk-UjZPfP&V>k2o?07#WcFaSB$A;|6F;Vv3NQ2+G39RU`aBiVPDj9^t+IFQB5@@J4h
z86=<%LkSST7NrH`%Cqq>c@ZLpo8|%p=*=<Q_@HT;H{X97ILmuQR*bzZ5=kw3-p!U*
z!7Rec;77Uv`i(~eux?8mIXV5@l736mzdwWg4K^yB!OV`4PcN78TDRC-_|lxp3=H&%
z11WztKz~#ZI{dDvh6QO&P3GM;Nyb+Wx~>&iSf~&K5R>WJYkafQ#`#(H()h>Cu%<bo
zorS>o&GxKamNQ4mmIfl;gjiosIJZVioHR*OPUOPgv!{i#9tc-nH>IM_Z9t3J>{6gz
z>+yQDd*z&(=-lGcq-NUQ-=`7_piG-W@=<!x>rd9TrfCa-zAr|S>v#37)jrwOw&6*a
zS%gt_^)3g0@Yvlj%Nv0}cNo(v2;^o3NEqNRi(ikrH^@AdITkzejo>x$&t#V&@q7Hc
z9Mmo4f0d7O$zC_QII}AdrCEB?bkH<@g>tn%R6&pjK92B@s>5}p4+mU|ry}tT>ky#9
zDIUUdBM{5Yyn?s;YSBt2zY5FRIOzE1a>pE?Z*mK(hRXV1b#e|NrJg=@KgUj-h8?=Q
zOPaCoBOjK#p){|29ClNp3^ZCzgX41X92!)dw_GLbjFM{}Jg;~!c0U!RRd`T#pbijO
zp8ulri!#<d6!K1eTCh{Vuav7>^zP_t@ow4GT@=YHa!Oq5>G>JZ-3iz1O*cqE$ufN^
zw8DYp@9-tVxjqN=%?IN`iifg<|M{sUA4dYW$@L{MvJp$ssJ48i<+XKy&3f!>kcK+^
zxJrco1VvU`7rjQ5s30VG51W2>S-r}l$~p3wV?y$$qAXU)pNQW*gb1_-w*fG0xy*Pv
zJCTR6A<!JQiBM%AmOn(P0@t}fTHF~z+KP-tmN92Pz6l#YD3@I!5eI$(kM0HCVPpdq
ziBMDy624+iwXAj*7kTe6B!T!?6?OY9K4hmBaR|BJcli6;JzOUbzBr+Dm#5|DaK-h6
zizSP4(YB!PxlZ#n(mEUFeK*YX+J(S1Dz~CB+yd;t&VMNt`gt_2czFN9qG}e400QyV
z#dUQja(+(4y}^6kdTF4#d9yzN3%j?po9W~5qZQehl!hwYJ4^{i+5V5<Aan?ki`HF*
zQTwjl$s*SffZv6-vpss4TEZn1oeTw6@>qyp2{LQjBIMv;Ke#*9H}t^mIIlJ|=x3w_
z86FNsRM4ve<X934GBP{~H`x$m;5k`1<b(f_e`}uzuoZ&JNRX`8%sQ>FspVhkg5^6L
zsXxaA+faI!TIfQu+zsPEu3&u`ZK%95RUTY;F9$9;mqIrTD#+kS2P5x(M)qPsQjeoW
z+=!sEw$(}UKqw9r@&t_%Mx%1@4EK&u5gK3NkBPG2(CYF|Ys9T(0QGve1ESg{%N(A8
zg42M_V+GNuH~}~Sm=z(C9HE(<j#cKaM?a8I?2zJ^2ENG2vb1N)GOVmalthj}@6b>z
zh!i*+Vfb)Tag!kwq9gr6j-c1aN{`6Ep&WtWY7LiVSYK|mEyFR&0<U23h2?QaYXKP%
zo+<^DVuOXCW6UWVuwF`eMR)|NPzg#U01tPtY#b4pofiL47|qO#CZ!1OG6VW#EWUtg
zZxdw?$eZ3ODr#&z<IlGMs5VW-#1KGcElqVY6dj)zTbO>Ro!yJHkoZj5sj83|B<o7Z
zr6WLgD}kN$7X`uc&G7PIde-i4K;Yb2B6){RxQf}r6GHdD6G_I(jc;dWv(>Jid#$nc
z3bkIaW@+z>p`F~ham?O_J9Uzc#Jw|IL(}m&TGny?*y4IVWG@wTXZ+mw9_OPN>B1RY
zj{kw&Xw6k_$+=Ye-t5#;wb#-^&xJ|v`QQHm!BK8u3(__ym`NuePW#;?B4O$DWZhwN
zP=7pKM%Cq4`w6;cv#4e>O)6LByGQbgjx(6J`sbe-yCtF}0@2pjb&~w)-ly5@qGG)7
z_R-j<Ybnn;J(d06wf_a2^kI0`#t=Tmgmjduub%Dz(*<baTwfk8)3bRoyh<!@|ELiR
zn?9^pqCB@|ot4V(+>%QEyV=xFj7Wh)=SfKSjc`4x>9MFNFp>lvF`QI(;5*B|-@3H7
z?@kSiNfLranj2myt4XHfPl=^C7T_fCc$A0+^e6O4_Y2!MJ=LRcdRs=6KL`^sA#5u!
zEU{dG7}vcFx=qaSpuOLQoX$=_^&(6&%`;MXH(>HHs003=O;G|Xu%uLaE9=|`9R+>m
zMPq|S9(n2xT6RY-w@i}NzrC``iz=~HS7c!&%VoNTB|VJ|<~Pnv$v4StyM|%CqAe#x
zve4xqXKpU%=hW?3IvHl;U>*zS`*JKA@sU0R%5xNOV3&ude1kVj0j*^zAG9}q%2#Hf
zpj5fMtq=<?86Zj4Mhkr98K8OBU>9kc(qX^D|5YAl12PYUegBz8`^~T9ssY&F_>dFk
z3#2MD^d?z+>417qmq3(hVbWx~7VNTa)l95HLMG73-xtS{u++==6xk~@#RQ=2|E+)&
zWmLABm>@rsesO=8yP3gV$f(1Xf7*2cB17LqS^dmQvrTPpM;tV0Xz03=hQdEZuHiuV
zrkgxw;;PL#2Q)gr!f8fX*i5Zc81n8rQg#)}Oo^R1&x%Nhxvxwg?>FOyn$o>nuB%;$
zI~XJpfC3RaTnHzc*@R;l>I!(+sx&8_cq54f1d?!uXgONeEL*}a`?0i~Z#67EIh|GM
z(L_Fex3a!c2@~LGYTWP5Z^9t<WIQa-NM>YqGJFH(E>dGdc>g#`&(<7j{hbX<t69jW
zON{T!Y+fO?v31XF>Dk(?sgo2e^@{${wOTAO{o{y6{n)X>#DT8`Zd(p|K9tjSr~G}8
zEYnPY75xyB!ag$yrV98>lNXE)vC0=pk@e-hwjnr$$4eZ25|l?VfqXFCCJEl9l77!%
zRPUde<wX(-ZqYd^E4c%*Nz3vZj<C?qu|_FLT}vUhh-XS4W7`tHd2g)Nm&X@#s91k6
zg}O#a1;c)xI%l>ezByU_+-UMN5!5ICt1?zd)y88@c#UnrS6SjOOzOP{b=zoCefn$L
zk6k+;GD|T~aZ1kQ&7T0O)SkaRl8j95e}@Y=Wr#4jFl6ZF$I1zI{m3cpE%y|h=`B+4
zm#wCB6zvc~8*q4n{Dn2fa++86e9WLZfZSQM_$D#2MptqeHg(ytfIdi*{mReE@Kp0N
zskJ_<+ZR?n9f2E&hm2>Rcjd5vh;aa74?w>!`=|}gqW;)0@VC9WOX@?!6zAD&h>RcH
z;vB<4i0Fs8gVY<_L{R12&?4&aE%~-})$$*F^SW${dTjGL%v&W9C;G~uqUdn@Xzz(+
zR~9gHAn7rPH1M<CkDC+}U-Dn;i&9XK!2u4kFvXYm#oz6}R@kcqbjdz9G*>z-NI3Wv
zQ8vDBe>%;cQL{zn{+*JG24|UsJ*_8Y6@ik)Z!+LvRi)2L_(Ptj-U)q6!6nYeqHr%V
zSXP08>#hp;H+^tD{{<MW3T}xrp#08-hH9{nJ+)PB4M8GR5*~>*-&-?>60rk8nUr%*
zqm+OQD{w~E%@piWg)tFeQ|N04G>j*N`3za151(6+p?pMnm>dO_W*e4H{MNgNfX|L8
z2HS^Yc}0aZc-Ce8rsBrybqFBE_B|`0PE-qpJrld9Tk>1a=Fuekb2??+ywPXBS?+11
z&-}5x|L^B)12y%pJCxh=Vbaa=agg-(vyz8XH9GrRR<6Y|H9x8y&AkV6pAQb7dS|hj
zo%dZ7NO+w#SNhFe0ShZ5QJ9vn+}D=*m0VH?L2o*X^s%$VuHet2uWC%Er#^1x2h1UM
z+3RQrA+Mvv2e~+2W81UP#|@yNL55ZMRQ-a&My_-R%h_I#P`8-B+we%(Lde&8G)?7*
zS7~(RoSdY|O<N3_zX4Rba~mJDxs}CL(DtJtb)Bkom$R-}B^VaIw_`H|Nm%X>Wt`sy
z=3Kn*#bso@OJn&}I%1EDVHe(M?7D-dh28v(*(dRd+ib8oL+uX`_OlJ~%l)80|1+%S
zFz4kAKL&NU6>r`YcrxX}akXpQ!w`5l(|~~ER)#kWb|`BDNbs(QYb|C$iWI^57R9|t
zj;qzvyy>H1GntdW<IzZ|>Vs>R^8o*MOXr$HD1UoSrcQ6O>8sd{bN`chjth(=h__5A
zrb$Bdq|bKg&`J7u+ejs?NFqfk&Hn>8KOxN~eeC6vR?w{<5hzvT>ZeYp50s2_2wliW
zMED|kzes(GXW#{(RwRJYYj~LA1u0W!6rP-i0eq8xp%YpDx|ZaY@G!{N%}dSd)hcW(
zDe948R@?}@qA3|pH=Bs)LzXv^-2L%2!M^(4?FxMKq&@8<OF(zl7qkr@eKYm>fsUNi
zEpDNd*}qVF8jq16epNWfO@~3X;$Yy-+o&`vzv5?=Z&~zQ;jy9l10tNlKy@7;R>LpQ
z(UnkcFewE$c}96JQnftR0+u`WdK1Y<Y|SRk|JHt&V3|yfT5a`>BtY)lp?ijyUZmn{
z&+=<;)Zoenkgn%cyC@kVhL^Ub)t*9JI3ULko3P$1aRjtZ30VRCO-_xrw)Kvibvyr>
z)d`TM+6RD0)=FHKJ3qOm6FnCno?m?GmxzaXneL@G!w(_Gy~O2wx(-A!yVRda??TV<
z=5Wu3qFEJnwyTbp?EXBNL#}TubGo<gSJp)h4i(NY6o6@;?J~Gqb`FrU6f-cY6}QvS
zO{`He;4Em2?;0xPzy(r*CfTYU8jgySKMC5FpQmhZ6-BfnBMw4R6YgWjS{cAkh}gEL
z+(e)Y3<eJDEw{Fr^)RHwa!2_0@*JV_O~F}^fwQ)LEC}`l30_rbr9Nuo2zFc-e#;Xk
zu%0vXY&zUzzPH`>h%Lq}2<lVNohU}dQvR6s$VhQE>@GuKEBWL5AJdT$zgga1$qs~=
zB%v&Y{Z6evBV9@VCx^CbM4*JfX>~fr8Wd|s3tIDx{;eq~|C$4x`Ct`xb|eqdv-H+u
z?tZCl!8^lo3kxd-M59&nyGIZ;9Lr5&&~)@GhCmV=yd4rM>me@}p$pAnVeN(=L1+W9
zsVq`t3Xg#6*ElS(l?xP)!m{V~_zrv;0oNqy2m=yp7E11dVz@>13}w)B0b+eD5Kn?E
zrnyxjut$_-hRP=?f5#HF^qRjHz7{=3P3!1{!D&Y+zZA55@iMkrkoD|<3c$D0RoLdb
z(<JX1QP6<bajnZ3ad|j6_TOjcwN&8b2|PN37#?;pMEn^_ttmBBw195}Z<rSwwtUp+
zZ82#0mgna!i9?d4Oi#`~nVgnEkHr2;VX%Ny$4b_1vBjh04iw&u^HC6T^Q~^;6+nMs
ze>`?g=cHQ#cUQtsG2+frKYjZv7MnM&YP08MJl?zZ%q&+-sT3@7X8WS-hr3LV^{vm$
zGff+1{IJ~vE2rPP(%)RU?3>g{*15XO;X@V!AV6hlo!faw)(mE$fz#`SwBv2mwD3{+
z`wO|5v#W|`KlGrtskArspT%&>(28TPKuK<4XKS&gUJA0&cl-+F5iKQ7;XWmC$u!3Q
z6Y_GMsE%6!?Q|WM^|RnvkGRtHrJE=Z*b*otp`M&ZR7IdpHl}Uf_v^NCsqu>vL6!qD
z>@^?h)O)z<+ZO$F=Q@)cJ;Edkj82}k?EHPP@~O@+9%bQmo8QdhB-;7?y8vH2dFkrK
z?|{Bz{!H6tkG~rEPe1xwk9{jg+M@o;fPa6MeWEjTGv@?R$59+1+iO8`8-HLPhJs_C
zGlz0%@qHgs0z&Z|_>h9VFFCU`Y=!HM1?w3F>j65aera3YVlVe?ixyw$%e&aAy4dqC
zjl60uEeSFkPiZL<L@612i8nFH6S{6Qqutbv{dJ5_zTDHE<wgVOH;77A63PvVW0@z)
z-I@MIy`z1(k<@%U%-d)=RnO-hmKeAGngDrmf!xu1?8SGd0}Ipp@R*nrN(@QH!<bfy
zBgxkG=1%sePLB6zzzWy)3cL0Sr}hC|_6HDOEbPnC0gW>ur}vES=X~F@ZzAKR0~SCT
z*?b$)7FfH7^uND*sh+8xTGA~WXvI8SKk}fms?Rai!zlkNM+vt|UMMBSUl?C(FcuV3
z@`_(ntdPb%L2l6fk!?{J7YT;HoXi;HAfo1C36wA#T6{^i)Ahe2!kuFzm4JBkj0v5q
z$|wj2mWq&})jqxZB1!}<h5Tptxstfdw3A<AJ`H^p5;45-xe<QTVd?EeP@w4ICvMN4
zlJJj0k*7my3?z+^*q5eOb4ki&U}NS>n{vYkGmHmu0<Zddbj-e4@8uM84@=93)s_>?
zK3~g}yag*7QN?ERR**+ikS^1XiTxKZir;Z3f}RGf+<rSsj<+56j*O;%jEr$q$B-?T
z1XuON4D&`lgX#)S{|n^c@j*nN^^b9zZTEmi8(4{O9cZc%j~X{@1e-)3@SL*%zJ%)(
zZ~nx0e@SkqOxfJc#2|`I8bV>I%kw^=tM;qC)MOvOBlVPM%c8JAw6gUmPbV!jC3DPP
z<5h~a_17Pihb0wzuT3f@!~`Eq#%Z1f;67?x28@2xxCrP%K)j@8;@fyS%Q#YLDAu(u
zD1p~o(@H0&!GP4*nnTk-d3-Y{`v$>T__can7B2ZdCn#LHP;B#VH6OR|5ecb*BZFSC
z!<Kl-95B;1vI7X$wZlsd*9U+1@&8zm*Sq_H*BeN}GSDBf*+L-H68|Qe<8i!5{PlVB
z^=}E8%gqoF@|V~3-*X}V<DGO^rVnmZ6frO3y0c|Q0=ZhsoFNVkv`da3yJ+tEIryKm
zcjzL{V;iR{cWryRySl|19Oi5ur1NTQD}PB=Kqmxx`?%-2lnjy|<qqyRic6*o3{fRE
z8M*NHS2C@obv(I;65<eW3Vf5hv~pl<x=f}S-=V*EqOZL}83LO}v(;u_fH2>_w7yiv
zE6ByPBfx?1V~kV?atRx9bi(;T=-<0g+UT7Od9XH1l2<&xCFBEMO8eit-yl4;cS_Q3
zK5A40tSAGN4Do%%(}bG8-FV`GE9GdCocj0M>M+mO8kXd6wqjL!LzHqYRZ2^Su@^*-
z1mi>E1>j&bbXA2nVe)2;QQp7AikT=rN}w;n@*xzc8mY_7q3LUKHjqxbl6Lju!yJ?I
zfg#K@8dCIivU+5J;5r955)0DFgy2KIwQW0{yiadzW-e=)WVb!1eCpr!!o0j6W<-9$
z#cIYFReVEfDm0b5Vvp~9TENuY<d3e&qHepMNpo|dqiHdd1_NaF_6N_<Jf}8Sclb2+
zd<y3;CgYL}kzBujT(99@%AGB`<*tk$a&5g${ZxTVpKpg=d7<qyufgh#l=t{af~@=F
z`P<ROg4AXF9~}82orDm3B?7x;LhOYltVLz>qgrBPdSZV}V%_EwOR9C9JjZuE8&ppl
zMx0Ahoxf)}m!`c=b1Yp?YrT9<i?#&_()_SOp-sVP=NQUAR12muDnA->7M;IW-PRby
zJ=8Uu_{{!iJGkC3&@^0v{Wpt|cX&4s7)&wT9#>AfY69IQi3_?Bo7Aqub*H1F{hrj!
zmrwF9#4DJ!gcx0VHiVy&1u1@MtbZyrprUY>@9qxQR5l{g`qH2?TtZW&Z_?LeCI%Ik
z!Ed|NX$ss&9+0<E$=Qll;10EDjWDnJt?&wF!U$wiHjD~Ts(?{Nt4uGC<<al7jYx~p
zP6SNH;k1`IGRU~>jp6>TM}@;Qw~smiq@81gVNBO6-G^9EbVaA5z{A^h>d(VP5_8)f
ziyx&I4HVc{e(!cH5@X-~y!E`BDzRept)ob)(ZIU+k6XYhLa?YU@x0}HASsT?G|n4p
z=02BAby0a~TP#%bBi~U|{}i3oZR0m*&S7$O^sjsB8(_a!I9tp@yB{mCFk^A$e~-}d
zKQPK=cQ`vvLPGvil-q$dHwydM1qRVfcO-}9LYTwVu4X(eFQ^|O{Zp&{9^qe<YFv4#
z|B^zInHsVt+pYHDhxm^rOLy3t8@(@%vbfar&uHafLGIHUziJ?C&Gdu&&?*;D(>x8G
z>5`~Vz&<v%DP#a|30{YIvv@Be!E+!*Q}8Oex8KF=;Y=A4c^=CcD(%0$y0~9X620G8
zb&&aKolC?Q+O^@oaU%7M6Fx%E;d8Orf0fGIa(=XOZk~e0bhrjybn&YMp3aV%w-9z*
z7X9h}&<WsIx{zFRWb}|Ef46mWSs7JsieL(wh?WdV!N0H<fb!!*=yF*ExO+PY^MLgY
z1nlznCOPtHH4((SfpUGf4ElCPJjlOZLe?KFu&^}yzFtxp-u3nI*!$DA$$$LUWuHw(
zdd$13#m3ob+v3gSY=UaZ6odHooq9v2z}(Kv^9MX_kRPw&gJk&%%}V4=P4l$ulA+fM
zF~%yf_SMQw>UpO5g9e#dxxK3TUmZ571SX|ri{4ev$3Ghcy^ntTU8}_G%nF}{cK(VR
z6m1Z-k=W>;=wZx+H3PiTsHw<gH!uF+1_nb@<H9dvvD87JSJ;C4Yv#Sw#p+@U9V1S(
zS#qv($}3I-U+G>`&RpubgYfXz5S@@?$VdKmYEB0K5dTlE{7M5I_V-p`2Rb#0W9NX1
zVE*>WXhZ0^`jVdgK`bJ*&ka2Jz$#%{CtOw)Vxl?TdMf)V#e-`!|L4wWst3cnGU2Bz
zH=A17e=?%qd<G!b<F%n_s;6d$8Pu!fNEXe0q-tl_h?XsuPCmhu)5G#$$u*7bME+Nt
zzg##Z!+*r?C;Uce@7P=UPVqv~UNYcvp(<2bRmZ+fNy|Sx4u$UFlN$UDgROpKKRIdR
z+VV&SHjvzcRT^#9XKlxbf2Jn_0$KMqzm6RDkEz(5X)z*O`ZI0m?Z(YXtnu=Aa?`EH
z*p>UL7XbmwsW*6&vR^H)iuA3ywT!I&re3E@@b7lBJKT2dx=*=OjNhF1dD|5$^&1q>
z>{&-7zW~|$GZ2=)|0gVD&z6I@nZdQeob^?Z6rx6l^K0=Z<Q^uJ9_l!c^C)cJ(&zzw
zsGh>JyD0j(e1a_gfYmQOJ+v4+xz0-UW4Cc}No}h4Ou4`;ZXP!!?mGhlegB0+y2`Ng
z><z+l=Oy}$!zF#KOPY(3gzmVE(VseLqv}!fu{COmnd|CT-t}ECU%N3Ia%e~Y_u5mr
z<g74X*j`9>g6t;qDw>8u>Fy24n#n8nVq$w7C78m(ho4dVkc?>YkUKC~fqr0>D|^l4
z--2}r=vdGv<E=(LWoS&8YbBoM2o*FLB9zE2e0KvhFfc3^5gxr}qBTKj2^lz+y9>ix
zlaEA`)CRyWNNXV6cwn4m83;~W&Tiy$OVXtLvwVa*kS&p@vtpv)zQ^z=65}S9;cr0>
z<--NH14lAeu2vw5^?AVU_8@28j6=DsOs84-D$Nk`;=VyAo5dpAyg>*Q9L@LR*2igv
zdxV_9?CNM58g*(KjomOSFG)RTUILd878>RS+yJImj;$B{{AG9%R!fCfK$n%anrq@%
z&=kiY8?7MNd@i#lD_(&;5)YdV$UsGSQoYV>GhktQO|9GjZ@(2`EPJ6OAz=w0LVpqZ
zGg|pXI!m+-hfYT_d1Bu9g!b@J1@m>{X;%2^dhv2Mhg)*&8u+Rt|Cx#qxO7547L*2o
z@vtb><u9lGwx)dD)#9ugf<|c4n^lxw?S!ehsVTnDGO)7iazj<ypck0;2apcWK}mLF
zmGoIl(uZ=)&^y3|Oqvpbln$U-RC~Rs_1tZ*qV$6HcIDUtEFwh!r>u*Go%LN{n&8~R
z=7833ec<I-^4*C8PhLmkBLl^c$QC(FYeOi$xKWT1N0>HX)=wq9+zFNovt3!IAPL9E
zjdtUsg2vg~yON_VyQ?*F;j%H!G9tJ?7p3R-Hik4qf~Wm_t(THbuS%Z{nX_lNJP|?J
z_z)Ib@f}WAoM*cMRi49n&)q-1x90THl-~O6Ga+(WXt~j`)dsSf<5a9&Ja+lDZGvJ4
zht_YW<o>lbo1-)BKP^sSPZea%6`+f@7L(N5)2gx$bB+V<e}$mJ!9k_@5~i9izv34?
z5-0pcLlmKuj3_l-v#~Gvjnwz}LwQ~{tRf6!V|J<NW<F@V+QZ-M@4NqCR#RKjOvma4
zB~rLIH1D3qx5CML_X8<bRsQxnMEBq#>3`PTXjMo^;RxlG3EIg!tmjXv`5UcxBv%-N
zTy97)-;Hc`iRyo&bcS`??rHgOv5;*mq39kmoO<ggH~nG$5u}#22I%}b;+21VPi;eD
zbM4KNP#|=PO(<dbZ$=!x^p+ac<$w3w(OA^DEzOF#JkI>d_vgsBc1w3Zk$<&N6(us$
zoo%q8D(Y{>Jvf_^#C@!(^3$9mQCC52C03mvrbRY_iK0~}SL&EBu}5@MZ+{hiC(7!g
zlyreV9dQKlj6oIh5agb}H#a@b`gLilGbw2=4_|x@?o3bXlXwKw;h}w=8w1WHS$Gu|
zrao+|{=z~1g<X`UeU!N#iyT6Atn-EK>mIRD8?ksB5~OVh=25O9p{+%KZK>pB@Ihk(
zQ`Y@3Kb>VZUP9ZG_A1@`e_?uOyG89zMeQ;#+g{~6RgV3VvokC!_uwBerPftRs}LNV
z{y95RH9JynWS(A7_N*VFyUN0dk7LnZ<;Ib%L(q>hk+B1?`KV{sgg8<{u57CFOM5}}
zShepD3n$*|o$2+NBnPh<@=+v$Nc~#-DQ*lw0G+&#L(!seOvJJ)M^TL-*^R05$!gBf
zAK?qRAEP&3BOdDJz%T5NzO$ymQ-;D$DD-%5m|DouQXfDLG~qxn=1zrbTMnGIhCCxU
z?s?aHX@m#au)%}xP{j68l=s>VD_g^j$dNW~ep20*Sgps_O~wBf^6AZJRT9+H-l&B>
z@u&2_+I}un;Y+qncck3<Ka$QmtjYIn<HT?yH;|HWBa{{dX=RK?Qju;%8bOebF+v(a
zL`slO0SPIQ7HLsJN?MSTk!~=y-}8OnKN)cBIG(ug`?{|4JU<=3jYDKIj-d^1O6P%<
zBbf(uQpcG%Faq|>+aU-PS<E0*F0s6Fn;e9!xP~v_(SH%I&kNPomVnytCERJvmwrQj
zg}s`L?!^I;4=$I`-Ni6c64yv`l-c|5##5dY?TVGggj$)EJ9pB#HT=CDzozoQROY|D
z68rkk+>S@Co-g7a-2o3asx6bB0!k3UR%$7Uq7ZM^uK`;(3L^6)Y`();(f&TRk7>xn
z$&PGJ@2-Y}X1kjBgkLLQ2ROC)aVlP``zzm}&PgF?_0=p*^h3j~5(x4`XTZ#Yu63sN
zulNpKWkc8kxc$}dugCSCDM6_Vl=8KM3R}0?6MjE&kC5^PQTzpp?2H7pLiQaxdWRV4
z?YMSCA2<~%=YK!a6ldGyQFBvPs<_)D1w=tV{n0X5W}oAo5^*oy_rNCfImvzb;>;lY
zH1S*bMJ^hD5<oiJE+-wQ8xZ%mkfdE`IJVp?^tc5Izg*j_f!lN({c2gdnBV?+T`6Ga
ztZ@D3)=R6mmZ4s52f6FMbtz+=6v=xEpM1|pC;BUwR@d)c#wyB=%KGnDxm_2jUViZC
z9!%(fmf7n}E%+_wFNMLU={b*QcXIaqHhV3M>@&Wb)V45hW%C7<8Q#+6TzTwz$mtpG
zTe$27Ws!T#V30jx`upgoG6KFxbnAE?EWG!W{m~mUnna1#0XqiYBOU|jUeCzJ5LHX+
z?$qzuLJw;mq5rBZRhwGt2zdA14aF1PsfkZO8$$qac(5~L(vtTj3iG1uMT1Ri$!i(x
zI6LqjIO;OIQ@+N|jm;i9dv6-*;zxE<Louroi+of4q6pn+<v>>#XmE=zIjzQw*@XPn
zkLHi5nt4OWW8uS#`l(Q5TH(v3stCcZPd~P*unHsO$iO_74`GmCx59|>@o)WjF#P}L
zGGo!oIE&9j8F;)h1UOB>_voUvdL%><6T3gSd6q{`)l2VvdBS;rSoV#Hci}Iihs~X>
z%xAg3>K*u_{WTo+3%zwDrkLquKoqAKWzTL~Zmhk42qC{AqWsQ^5Or%}RDMx`04uM0
zUy0V}RpEaz?or=2z2D#C+D{soVP>fl5&C6l(%Dwj(9+)C)$CNz>0eR*RMY5EOQ+Ap
zeLc{9UCnac(Q=)6YF=XQA#(1a?6j4lP=!-NHZY_vstoR^cY9yx<7|!h*4tKo^1hD0
zNq%z~cJv(l)^n-%N_lDfgqcl&_{R;FYredA^PabK=;oQ+%0ow&2xSS^U)kIFqjUy0
z-}5xwHJ^iVUAMYs{)~~7Dwfa)i-4~*b%Rs^hp6o9JWMG4%Uf4boP)0rLqlLUf!k1d
ztzoSK#L)^zPtOb7qo%MGETzFr_e1hGfMAuDpenOaExKXr$itvoAn9UYCJer&1WZQh
zVpDA-*&y#yq?jV$M+J5^HgPy`7&|Yh7lr}e(uH8ku{-QV8f$Q6R76aKk(w5?FFBMK
zzQRF{>v4?BrdM~OOoM`u>{>U&gp9JaZS?^U(6C2EGrODU3yU&^#KI-I?Ona|D~+As
zJzSdE7d$poRNOO*KP*sffxo`_P~A01dt~1#DPh5x=O&!(UibE(R<WrNZ{`K=f%4_r
z<o*c@aast8E1FddwGaRLC5AimtnZAR&^P<BZ~Z3&IfngHu=k1ZCf6*!XDtPKmR@`7
zZ*=XA1gF37wstum&u4q{YjWFUSKY0U67_29KiLZFcP}*S_Tg>K2-mIC7{)&Xy@O+y
zd@TiE(iRenUp*B|`JwA#zoq9A4xYr;;JI7a{1<<99sgZ}ti;B~euZ;q6R>}#O!L*J
zzSO?V&&8h~n)AY8?1#LAvG{||ChXz%r5(G{i*eE3QPhtBgM-Y(v9B~9dKM(IlgmbM
zxcAx0%kk?3>bLN5CIWWEG#?+0i+v0Ls^ns9JEE|O=_LLfB;ohkND^A^;%B1O$&oEP
z3HyzL<bBi_V1w&hSb>8;YXM%@W4n<Nl{gk$Y$K4Xvbplo)`GA)bUE=-UrYrl*G38v
z|4W*Qk9nED@NeZ$elFPGdQtZ9d<q-Cy7WbC_ohN_%Zy3Wm&o6>D(`MDSB-#9lCZS&
z_s0{AUGFD!!w6)CE#>HMw~w--^4>n^M_yXc8wFbgD||`#eow60l%|E;U@`^Tp7|@a
zF`F=;7&QF%yu?w&MndmJEY({xEIpv`gaz_=P127(#Nz6Gz19BIJ8Vm!WsuuM%|M|&
zYQ>!Re_BWTgU}cWTOca0L$La(fNA?Sr<mz3|0Cmmevn6osZ*&H*`3+9IMdY5VsE~j
zwJYLOj69*J`D;v`S1oO9RHmpjev4<cGNv`MG~;oZk47`NEt|gdDj>s-C=>mAS*rP8
z@Bj%LA^Jhda?kE6h0umPW|FQ4wv{@)<K*(ti&xo0rQX!xX22kd_QeV~Mn+Y;hgF%a
zVagj2c%#b4oQ8*IA|rtv83Th1AXnna2vKwxGE%q9D-6q2b`}jG3fDC9&bU-4B(A^@
zkRqA9P@o-R6D3d>s$CiBvir889W8Un-vGWg!)gX$xXYi{`r6sN6(Y~|rB;>5S*Xc!
zw5U~zGe8{v%<<{;p!FCbIDaW0AzjbB$SceLCf>1;o>Hw6j=I@IUP~Rkr&K|Dj0Zbh
z=eM4b3D<Y+Mh>2`e^})`<@KR<ALfZJ_xNc$6RJd=0y}zn@dF?Geqf}%Y$RyRG|AJn
zCeO47iIZ6Z9Ii5fbx%QWj{Yf@AJpZxwb-AXZMNlFI@Njp@^jriX{$*GV90^KBeT`H
znl?*K>r(@TSMO1NtJzmvYzr!U^2@{etC{+`@`LG3JAmli`en7Qktg=Mxl_-ipjFx1
z+trPOJA%FGLW7|?<Ylj5A0y;%2Qo<Xget?Bpfyym|0Er9Br;k^FZBvRc@w%pQkFcI
z+ajC7jPwqINBI?0?!>{2B)X*x6*K@o2Guw4Lw$ey+Hr;jaM*P@8k)A$krL;8C<0DL
zeg)Z2DgN*fYCnMNZi`G5WYEr{2Al*8>|@~?sKBGc711En2G7%1Ld*F&#n3EvLaLW{
zBzhtWjllIh*}z79@oWfeO=7M4z9VIEdBt6s$%Z0)g%EWuh`0Ba{nv<l2-{bW?2?(y
zigoKLf+tc~el+^WfBrCq684=f^ogZpf<b(uBg8?X2rd>X{VW3$wm>(JC5yNfu&p%@
z4vbufQ*4k{=w#$oC2>4cJJj(6%3?%>@_#+#*rHm)?>UCg0@x`Al=)Sy0-2nl>k;so
zD0H04+n@rW{7G%cX+Q=Rk4A*V@~f|jsvYsV>NPXSFr}c_*U5T_Y5oz%&=I}9dcW1#
zdBf+P67zZq&%wMOUOOiEgK@e_U)*4Y%#MQOd~q(W22CES@2yl2GMSHhsT_1%r%l%2
zZs#Jq&89!0Gk_GR@JR_ZD{OyVY=Z)YjnY+9iwFX8828E8KTz<%7TG9>P;U2b<lbM4
zPv!2`fT~wM>l-e1PUa{j%k4$E+HT-u+I2WbzzlB`WtG76G*D&DO-THh6+DD~nqP2M
zP}pqGBK5WVt-u*hP9$jK#=bqB3+95TEjP2Z(0AOCBS<z#Xbdc~=LUy3{QQ(IwN*y0
zGHRVQ8}=mh;PiV~OThRtJO?c&M{>DXf?oU!ZT0)xrziC?xD4)RptQq|o{~JOu*W?(
zUFrKl1gDAp3+4PvhWX&PEa~@aBEagK>!<u*!S{+|78JWzSF7H<zh3KZ`P9YI%c&{e
z?Q`09pL@ml9Kj~9!78T>L>fN;D$V?6QcHOxZ7RB}^JPt-iV<0RLg?poZO<4N#)Y;&
z+?T8O{`R6`Szoi#w5%Khe=|c*Qu6hFi|<L}eeh6vV^(!tOpJ}Yf}e|bTE{gkDC#lO
zvkOLY4=v%)#%e7=w~@NqudMy=>|z8u`8#39h_L&Tg1u*k7CA*cGbe3b7!a}`&Ed%*
zzr%wgaLsf2K7-=JXH0ix-^imz#KR(u5SIhrwFD={gM@5-f1eF6;1zFWOftqxWQ|g(
zI8ZX}Bbcs{?HhG<6nZ)Wk7s-gEFQwpSZb5gbR;RRPEZ{{!ZZc6G#cuWM?Ze*PMd8m
zxN_8v41)DhRyTgi0gbQs<e)XC#t0Zb)&ht0CZbdj>?A{VLR9;ap7c6ALfJ*wcJfh2
zl@L(Pg_{`pn;4xpl$|8CZ`|-35;8v2Ha<+ODq_>R{RdQ%a<48$sXT?tIF>P-9EaL~
zM_x>0sQm0~=!rc5SXO^K??GVMHIhW3cZ$&4Vw$gUy+8n!1ln*8+>NZ*Uzm!y-08LP
z>tX%qnLgZ(dSYGI@Lc2?MIjl5JsHLKw`Fxkf2vu|eM&pkvf&RlV_4dr;dsPG^4@Ge
zbW~sgEIPuIp7(2vD{qTTYn0xvd$cK%5hP5719#IYm?<c492dY!v{eVyn}a`A+{wF1
zpV*Duh(vb}3!5n$5<ntCK156pR3gcFLp8-@q-3Z^XLPEftwB16|H-o>RL%Iq>LJ+(
zn%70HlvQbWye$h^)DY3p%Ke=8^&KE`pjckqohRn+G!mt*EAJhyP^Qh!-k8Zn`8gLl
zzf5i^Qev(Dce4=l%=4{t!MIKGmEt9n$9Iw|jNPV%Kjyf9<j|>S80bl3wn&Osm3`14
zk?xu9CrBMO=tIL>FLtn<+;Z)pXEk<1D0y6mS<2CDI2Jq0m{T<gp_>pK?4(>mY*%@_
z;`mW76e2XwhxLF+i=qOB6JSZalq_)uTCcnBdb^Or)j}znQ*nA9tEMfa`Mc?u`XXxm
z$T7+X*A&JiZ$H&a&g-xJQ5L;l5?Fj9M2Lzm7ATZ-kc)h~yrRr-TYiX1=S&+*Y5kd<
zvF#Oq3Aq!M)sMHY>0Li=WW*4+THB%*T_`*wd86&4dT)%aUB~^Y5tl5Tg#<zQIT<uQ
zzg{zwGVc;O{c^*<t8q!b(kq(}mPK<HD&QC`^aM1S(f3vZl53xNi-qIQmMGm_$9u_Y
zN)^&>$*ez=wd%D@E2SRo=w{s187ukjq+;Req!Fy45v(8q!OFI}NxN1{46_U=koBI-
zU3)|5Nd0PUYyQ#I`rBy#N&I8+x9Ec(rtq*`XC!{V4vF9TrgUKoNbb5wn=Pbo;!5~;
z$n)*4@P8L*{En>Br(^6-)2D=!U$o01zia9~dv6lcw(7*W+FC;nKf9(v8|!>l>|F>O
zE4ai3O@osIxlTXqpYtWkyn7)z3guO~{%;<6C7O89vv{4T|7=sW*0=riYtq42+Jf8f
zO)rNL>c$|r_~VqF(2v|A{7o`CZ!hewUO0bXj%aw}v{yZq=UGJ`piP5+0N?b=7_r>;
z&SX>2srlp3pib`{9<d*_l$m=lHui60vn|^SaFK0LI%v=~Fv{G|W&_064&pSvzO;bO
z76KB0OGy9WDaYWzvc7xIeTh5*(8tDVJOg)@Gh)+3vAzYk2NCp2lrYFJPidxZ6J$2(
z``)@_c37mYk_0po5I^$>O~>^p(qSa{jHbEjEsFlU!Qi7N8MeUP(2Q^c<8D*#lb_LA
zA5pe?6P8!8h@GP0-Kvuwe2)?5(KPsT3E4*FzYq=t7OG^xw{dzW-t8>dqQj;l1H{|=
z^9r6~pNL4hjY2)wbYS=RVPw@_SmN<mhzFLdjC#!oK{2b{E=DBi0KZqa12MYNYg(wR
zZW^`<F}p#ic2#@Y?Fw$PcQcq$U1p$c)hA4^pJc=!(5{1~9EYr#xC9ZxmyejW0p(}D
z6(!OSXBb6njjY;g-v_Iz?{Ds$FU`O3Jk_I2)>G9R>l+hOw6xH$u+Xry9I&t)u$1^)
z^sJ-QzK9Bt+^Oiw{M3_~_Qu(F)cd?IbZF`fEvfa;^gA?Ee_kNEXv;OrbX)`dq(F$#
zyRK6+X=Yp@-nhYft%0{~8<jVZS$gJFg;AEE#zx6XjnLwFjKFPD4c6P{`b^3YUie~G
zHdPM?g$ylVBhSmeHa_~?xy;1y&4Buk_QpvRDzH%<q@rm9Q<;sn!y$4cHW)|ARIg~D
zCSKcY-X7->&y0edJoGr0U*wC-0z2ABwD~q@D>z(lwYwlwjJv^0qr$XsgADpiu=ia$
zZ9G<0sRtTF7mfh+k}(2jt^|5a92p7rm_T{$zmkp*WJI?S6+Z}$glF9!4c1WF$jmv?
zNe+5aM({BTk1@A(oiWWmon{S7R=0Kk{?q(uSM)qscP!|1v*SwH&FapN6H}`n{6EqD
zOh2aVfvWz-r0rnU!oGXB<2!3}qVDNwwlpETJjW^v^BaqEm$UXlLYyux;!2e{z7WQB
zX!$aMl1(%v+}mz%9_aj)?CQ!gB&Rd@B>$3=^S>m!lOs3^?+S7`npv$}h%MLFEIZ(u
zQxAR-{}Eqg8C&+$eoQsJ1**5GB=>B01*r43&w364UEAO5IjsSKN5r%taEXviUI#jG
zZK*K+6Zq@Fb*@job|(za82MWMy<9ZsB0uv!=oXw);^GJi3|#BuOShF*IGuJ52z&0a
z>Hcjj{1Ue)o4<T1770HKW2<LGz{g?T*gjJRlnY_ychoX?y8GlXn-amx&Wtj8)d~@r
z7<S&aMh5?$cnL`Ow&(hgA$Y9#xDRo4Zn=ZVRS>h>6}HwGU`v<`DF-NWhG2aqD`30s
z0Fkhn$IjhI!sG>z!F&%36(_Flvtey|DAvZd>MNH!4;Slf70;?oU#{_mhi^_87{Cd)
z2V>JC;0%O68yI+JEAB86-0A0VSiHr0o$FUX*t5;W{P;|P7by%LbDs-CDn8m<KXDBk
zWc#?lb#A4~IuN{G`%IdKRPkA8+Vy^paF+K%(Ze(>{4Pya3CE3J!$%8J6rxv$$9~YC
zt#cj~b-m9^x;HWF{ou#gha_K{7mjAEn1ZT5j~~Q7G0`&i(-SNZsO?tL5?<74Q8ie$
zqmxl~4`w&##dyMkJmky8nvCi}&qLQ7RjTq{Ys^soml~%fRr*6BO0}O4VRxlc>HLt6
z5^XB^P$X;u_`390R)aS7ncnab7=)UXDji5i{w~2FZB2cAWU?XSiHPWhSjkQs)^FpY
z!$XnC$s8DRWxBjo80XjfPBz}su*|s%Fa!?9a=p4GU|k;7G&eWDCrY2+2pFE7$SexB
z9LAAxMgz!+C^5$GbRJsxJ<)OI8OB3DeH4sT;N%Z`zVNQrxDJth!DXA=f%x-)0xW=M
zvhYd$4K^&YQd1I;c15hgUUs$5`p<5s-#aadfIG&;^z+~Ki_%>3mekDo(Pzq=-e)U$
zWKXqcKU6-cu~w-NzyF&t@ew@F4gF?8@*SxS6U(xsh3E(DKUzw_WZu@Cf#<HC<xc9x
zuU8}bMz@*haR@RfP|E?aBc?t%bsH_Ab{<_$`yHERA>0Jjl7If&E1&1nF2=6@Q!G2E
z%lrIODj;NXacr#7v}M$4UNY?I$i{-@!1C<f^Wn`rXPJFD01CC<?Yn!C@_w$PE9~;`
zi<HBv0o0VU>WyC&E{dV2GNz@|@qz;nTNy3#zQ{OJbG+$w(CP6JZeZ0)FsE&WU_M|X
zBe+3;5d<3rcuhdP!h_Dz`1b>jz{mTl_i;Q>`Iic0P)G8f8?o@wxE2W*7Lo3F0c&Ev
zx(Yr*7i`d$L5|T8RMB=Hx?w30(k+}qudIV1xELWv!NY<2llQ@rxuj()jSKeQN|Y1{
zs0cqL0h$qlUGpnlle(cDsh(RuShZk>fG{xYJvkQ2HB{iJtrM39T~%?97P4^poxo!8
z*xxd(&ty+f@EPlC1zMfFGfAdHD8Hf_mNNbjY8>-72hbAR@WQho;esc!vpj3?95rGg
z)j0HNH`E>r^?bEL(SrkLAz=jN4b`D}h?*0vd!M@Q?Hr#ogvBU6_Vg{<u6k$?*aBx6
zu4$$YsYa*~qL7QX;<LanWFb2BD#G@(vkc8wh$yXY{{FRR5RiWc4rn#IBcffe034&6
zZaSi%HyVY1?cQ@TN5?6@&*X!BVaZJpp#l}XZ#Nx4(oIY6BZ!55O>JRGKp;L)qQxL$
zhfFZ&h=o4p%?NwMcV2JCPxGIg02M3!A+%^_p9LS=mLi>m?hdj1nrkt@VX2Yk{{Vap
z)=-+7p--HDU_j_IGdfn&8F}Qs&@_nL+y0wx+wznYyapena9A%Z&XtApfr|dAp-G7g
zV10UqylYEA{#$?Ci`Tu93_9=0U;dps3Arl8Hn63{z7XQ>NF=7<HT#a?41X`ZFY=)m
z0H8_X*k$sh_%!`x`&Z;1*Tn}v0Uns~0-W{V64bMEce~BgHe|A4^F`rtu+7(xd(G9?
z#NaNubuKx#+&RSEbCDAiu`Zu$sR$F{w8PQ!Po0=3FdyhrftI49%<`xQ2DHah{kz%f
z&bto88Y`^A`aV_X4ZqRA%Lftgl2_RsC`-iS=&v(zPo6AiB=#C~yauv<l3Q9$D!9vu
zE|KuRaqTsp<~w-AnEg03(lRnmVG!E8Tqwrn81DVh9y->m>p97-!p*_M7!Kp8jELnI
z<o)vL17l@=eigrPG7VbS{BF2>jd$q~>yXZtL8vxC6ALI&Q>CCsXTu>x+23%8S6~(W
zQO5R00-<j*znH|kJ2H8DP=M#~zP?PT*$eW(;3In>&3d|SETA9TyBo%>%#E|D(G_c1
z!>ay(-@?Rb5wejz|Ewth`;J-ff1WC3#5hoNr;;H>SAnwY(dWwAU{&kW_I9RVJ?q1&
z_B9qiyt&`ClLiig>b8#X8r<d)ixjT#57m=BP^NIO6^ncs4YHVl+X*nI5qMfFsQ>;1
zMJNMitMa4$2SEWMpBwLgyA>01e>LZk+*fK0px8Y_VWDmVNSD3KoL(EfRTI4)r;nb+
z^Yg{c?@hCR3hTKu59r4f-qTyoDf2S?<No@bCZkggC@HzZ&GLSm=WXBT!}XvDstTik
z_1o;VTe`{<L%~xT_54>Wu~r{>O;yua3plb``&2C$T!1&*B;F#g#=K^->=|HTFCKj$
z)R2*&n^f+kT7|jgsM;@|3i#G}U>u$)a__{aU7HkYSdAD|J|yr*!EqBFr8K%!SEYZj
z@QcM8!MrgAqDgXu2$}am+SG(7HKmfI|DqY_-I?;Nv)6C5-z?FWSkhL1T3Ug9hzX>w
zj*yQQk;o_4>T{!a&CqDPpZ72{=45*Q<j%tv6yx2M(Tu(xRCIZhWu@*~6&J@3!*_(#
zQ{Ri$J3_Pgwck5_6TaZ}RT<|rgLCq4L?|(aLo8y*klnd=jA}-vBr5%`@sne;$~Ru?
zzE6@BHtnH_^0(A_t^6jMU7)AES+2AjMde}6jA7kV{GoaE7y+?d=k1M-g6$1r8T@x1
zYua)t{C;jed%Lwf@~d5l%Gcz&Zvijh24_NYA3}w~qG9U|AP+NQt9EQ!O2*2yRBv|q
zcD~v-NqKS139t~JUZ{3p-{fb0kb^l9gBLg^{OJ-SeV|a};e&&gtxv-0nP_$dbUg@Z
z6MV6qlFw(fKYs*O#BE;RJ3<6l1+G4XQ6IDO5K$Vp>zA}RykpZUaQVQ>`;Ux>($V{P
zQ?+#Hk!$1h_FT@1s8()%c79rR8iw@o&Hx>E*|71>baj(!wWM*i@8ondfy)5%v8uJA
zywTlf>(3$I*YPgjRS{?>5rDh>{f0jOha}<Aq+?rR*E0GH9ey~}g(j?{FU|u<zgK?}
zpI;KazFA-3celd5k50X~@8Ru8jX$?ozv=CTKYspmZZ$shiiYiM^Ksw-wtlJ58FSBL
zDLhbh8RM7BrZ6)m<CkPA%aCF6PvgEU$ie+{Awy=@^j}wD?`bwUch567cl**glcx=D
z*vHhb7(Mc$+fC;Ae7i#S3Y`YhQ4-I{Is8zK^3UC8ayr)e_cO~ADw)Qi`T=df;<Lsb
z=-%D7z}iH@eU9$Rx834?y*|n#|6C!&-{0QEA7#=^KYSBVCNQg!A3}A5+G6lQ{`XW7
zbp1fw5YPx;qGF2+^=812-z9@W#8_hFvDoNzfiGs=qnM4WH}H2Scp2_yVSKfU>aGxh
zCqMe0_fd~(E7ibCDq856qx9BIx(D&{G-;ujSz0+{_k+Tlf9mMLJFP0j_JX=we`-!c
z+{lo)Rl-UQEuJIN<{_B_mhuq#R6E%wfbuGbVfxSMjc2N3PX{O0cvy?LQ(#*C5Y3+&
zi8E{&9)h=inLT8{*&AgeR$!d>haiz5sP1H6y*pR<;ur!^YDJ!DF7EvEOeuF_`Se!3
z9}6zRXr{rcem!=c5@vmmxal6nT(aD@4XUi`=ruK27pbFtE&D<^mv7p$K4<(@``?Ba
zrx|*j?l~<}AJ1l5Jl#DOmZp?ur<A4^JB!;qoqZRye0Q~cX?2!8@?AW0JY4x{irT`9
zDxEs&gF6a+Itm>+I^R}$bTmJ2Dhn(TZf@k2G`l`;v1SQ><`1IH3EK?LEUc2K8-2??
zV(@aqg~HqoT{fRtc<AKv`P%l<sBR=&vhlOIf|nD+I{bO<iATB2LUyh1lRs7<<VI^F
zPoAP8XA(Ib{H-|%DJLnNqWh80NPYOBeB+cd;;y;Y92rI0epENI+ZrQ5X?-_5(nrvT
zGRadbYiI>L{8D*}%Jx2%@-dH(ZwEgG`(6HlyB{iP$D!?_gL#obWNawKw@q4`5FRYB
zk4Y@VDnAW}t^Idj)RX{O>wn8}s$(2STu|IKJ!M1!Kaf%7WOO^e)H*A91+J|0nk-~x
zgK`D@_-UI^UGHmC*YP^u-^P|lZlXaS-*hO5q~B;6e`Vx6UMahE$IK^}=4gRy08rKB
zEqC7D+YvcqcmvjS=bcRc@@YZ%Ea2z8#>(G#Vr_cV?$DWi$G@>{&x3J>{Dpg=_RE8%
z`0pdYG;9yv_gXp*-5TsonD2?-jlJo`mERr|xHFUH%EVEkt;`?`)r*q@p%??He<|Ii
znp$1@o_(R|e1KHESea`BfAvR(>ci%<qSVb+Z<#1k=#AX*JAiBx)3(9ibdh)4cl(^3
zJAFLPs=wXl&b=J2&xXGHbqYyTR^!TVg(|O2;66u9%!d7$z(uL9zhp2--S3k!0?M$<
z?~R}Mk5+Rd;QBxjzWTUd<E=cluaS(MfrOjpgK>aVBHZLcApe!>Z{;JVL5$p}V;-VL
z@Bv_)qA+-o8IQ*Op5yBZ{{5%UHiWgcx7<q!nzZ`zApif0Ed1g&S_!==zQU!fC~<lE
zL&PdD9&eW5$4>ITzX7)a63S#K7)jW3->#tjS%JFim%rzn!!h3!!u|-9GpHbyw9mgM
zg1bm-JznqRaNm6s|GgZy{e`?3{~K@gI0}3rt5>_fIB)jT#3CA*7oPhiCo?^lx|1=K
zr`3jz*|cKqVbvY}UV3dZ1oovkC!4`P_C=}WR+TGvD6CVBL*5mMJ-)tH>aW7hPxess
zQ(_ZkS6<&EGcbK6jkvo+2TIaL%MF569hR+?GpeXa5RA0DI131EdktWET?|Yj;Il<v
z>kuT~AM~8n&FPA<qWOr^+s?7KdcH<gu*_*|dyI@sj(jZDZ0>rdny_W|qZ|BS?4MBW
zszB>e=IhN&yu!$Jk?n}9RQ>o^-2R<UbvBXx6EUb6dWuv7Y?LIQPDXa=&3E9u7stTE
zy-~8Itc(B=F^AN=B;{f<rlt*hdHbmdEu|06Za|=g-cXML^O&QzwCelm?d{Z?k8cd&
zz;C&^l;u5?4gNKNLs$7D`_l3>DISp}ln2)}2{oq$YW7H$YZvkTQ7!#<Q+gx!egQ;H
zfE5514n0zXym8p-7ZaU}{6qNAZ>X-J#NV+i)bb9ybmLwAhv#@P+T|xyNvpo%=dl~`
z*@7C7f=bFgt^F=235yCJF@AjEr?Vw}G0(Y_EZg_FMd!+a@ykW8x2?-cVO=3-OXqD1
zoB_*=cLMy5M@z>h52DbscZmvHa2e>k#XDLAps-E*t9PL|v;WlXUBy#&;hK4-TLbH!
zxsyK)SE@8_Mo#xI#y!k!oVvo=%b;Xi7Wq&IMeWG)$U{u9c|Jj_Uj?Z1%Bk#($P}q;
z8k{E!SbE}0BF6fEw`8}5%3PyD;n{*)7~9x&7ynb{0Uh{AxE(Q7ARD<60=W0{p}`*H
z&_XhvSGZW%oKjXV0uI9UFbUZ;nDfe97a(V&?HS~C5{UyO=7Q^#Jj|%8uY^X!*?D*&
zOt)b8E2h_B5ViE%d#GqQJE?mWoKB040^$nTdY~q<K)ELKa&A+44rutV$g+a8m>_^~
z@hw_82{IU)I>sdYA(~dqUePgGLVbUxg3@3vwPw&&#GmzbE6sgtz!8QKyb6QxI{;71
zuu6bmVeEeu+7z1)5b%<ggVu_GcdYu`mh{1I5P1g2;P)YzZgurn|NRXjyoh~+G76qW
zqTGUm8X+BdfWuU-_$nEt02cumnb|Or5V!QGkysYNu&7sZukhf6RY8l)g4uQ#56@_k
zcGk|cxbOT#9$i8dVh!Hv!nh6y$RIuI6t-7wYaGK$o`*HP7Z|Vxq6uKIxQ42l-_l_j
z9~Y{2!ET)0NIKc3J$_=L=X)wv7^F919udjatwI*)vY+L#`_^qYXW;cQbd6BiJnlMx
z9Q7fAvCv<;RE1;s*m3E8WK+OjH_u#;r#!^M%4|UK*lz=5W^p>KK|qI4dMw(7!|Q3b
zhiBeX_gvS5to=RUmZ@XVv$#<wGi8sU+JN1|&d#d~&7b8Yyxm;>oTP9&YiihVbB2UD
ztc?u~wFs1rCx5fLz7Y2K`N1#l5IDm@*qx@W@7;^V`;9Np{qHSGp1Q1W6rZlYoJmsJ
znZ;KG;U4UFM>TYYd>0EKa6Xm)`Rjw9t*pQG*e*`_CvdFWed0OtL~rtj)`E}vLa_0I
zzx6^m-{*A`1y#f#gu)-zkL*6fs1a19Pz)tNyjDEWn3_rBgW0}DD^u;mqtIqOR1P<Y
zg{S(#yWGG59(EB)a32Vhcy&M4_FN~w6BB$6Y=v(miL1ayy8!|5@xF2a<8^r9t*<KL
zfzSZ6Qt5jCw~y|J4`(t_)Jv*kWo>hG8Q+hd5i(cc#KcrOgCGp`@;N*jt>x8mD4Y2f
zJyENyghkpuTzmzRE<7{?$W?eCCxYzFm8WChpE7vyQ55U1!R06p^V_d5vL94bFPmH?
zApX1ifqK^3gs3WlD2RwM_Sg7=k7XJ_LLh*DTJZ5#<L_!jo<L<vA`clk#*B<qaJGMg
z*dtZ`{F~sf$s}}^p<Eo=@D-_#AtOxd3H*^15%qYvto~m-p^r7$Gkv}t<+=SJ`=^lJ
zulws9F@;ik%V}?xO9tzVw?(GT9gM@ZvN<1Z817NU!cCmzOr7O^Nbb={q7g(?DKKer
z${4PA$niQMG=tZ+W^_{UxM{fKc^h-ke3MlH5EnRA4JxcL&r2Ug3O2rmy}}sJ2}@_{
z*UVH(Q$MWqYkHKCJUu&XE-Y<&GkK7;^pUf$vEd6VnhY{ziI6l6l@SLeryLfcA9L=<
zM438;&(>hTOQu`0{?jHO&~<%{qdvUOH1kQF+bXo10lrExkJ1+f#E1?osn6f*+16;=
zW+3*3KML9_nedgmN=^RIPEf1QHXDvkmI66Qmm`?U9(`gvWyg`nK8aE2jJv0m&#6tI
zlq08G;|oS*XB1KplnIm)lo}jlGAkYAJYX~OYWpXKSF4QGgd_r^%<l-sp}Q4yn;1Rr
z2h%Rd)sPLVq`yHqQnb=Csd9G<yl3JcPh(K;9l)p9ud6xmdnI&Hac+4PURk)Oko25v
z8y3Gp|J5tsLzugz<jU>4Ixgw`@>~fK-})w>F^tq0Xitb7LM!xLcsMxK%jip<a{$R{
zTGdniS1~azcEb5~*a`(b9vaV#7yVbOE4y^|G`|>Y5-7W5lp80eW88rrixy80z6eRR
zr>Vzx>XMbgG0m<3B7{^;GKLlQu-z1a+!zg$zDDEuM)F=FA#75rLQ2}Yx|CY@&McQa
z(#521_)+cfh@ts$10iPfM?qJ0<+JA(-BK6Oj-a#Cg`a=Jw{nr^r*%XEAQtR;cX^0L
zpU0ApCvAxrElR}Q%a_E!{iX7)+RL4f$4Ghn=D(Nu_?h1Lx^eDK>D%aMUu$KXUw-Zn
zyDsCY*id+|a$b|T+w#}8<%#`%S(x>`Prw(rxxuSlxj;>Dk$q~lPaQonnRVY+Yek-$
zEbL{>^!m7?vcH%(G_z)pJ^+F!Bwo-B6!gF(06E0>6}D;;xyTI^$aALRm(AYuH;UH$
z;0@76#rrfg-=8o`TYjM0B&2SA|K0jr!MS-nEzc8-S026v!lq_CNq?Pp!w{xWQb2*3
zVA<HAIr5=_U<Speu2S(tz(yH*v%d|+T4_G5wXW^B8~r3A1rY@yqZ=LS0asyk>^KKk
zG2ad?N5g^OD)Jp5fJR@*aQMnKz1Di^c?1uPJw7T;iHEMX=L54Qs(!>~^O*^5(Ky_|
zuiKInbk;otw&k{w#1#(gzCUYsBRmD7&W;P04p=vQe_mM8E3uVn_v%(KQc$e=$%ZV7
zT{o!yO3Ma`c0kZR))S1(Pd=?Lx{iR|DCN`{kx8=yJ!q~66|#en5Oel=rs(Ke`<(<<
z)x5zkajbsIX+>w=@5Q*>>D4V&zHi!<P}4+nQqm>FUD>@);m3k$-%+;q{7`%A(K5`{
zB}KZKRkkIw`FTc5ZH>on<<n)eh5EMI;+D?Fu0r3C$6LxqTZTqoy^StX%4AMnL`1Sj
zv8hS5^KcC0?hJ6c4{%lu?1~8Nh}_&65!f9m+ZnmJdtbm^=cZf2Ky{I#NZ-N;AveM5
z*J@;QLED`Bd*2OXbHCDoq@uf?X5|b{m6X{Wwq-M!*{dU?Cr_O4l75||Tv+JRsFi_6
ziXz|Fj1<>eMX8^88M{N{r+*5#Uh0F(sqW_t>IXQva+$l?K~r=~`HWTvAIeE(cw?}R
z<$WY_Y!uQ`6HB=cC&(A=Qx1Y_@7DL&M8?6gz-#cMtbNK@`0S$<xQ`kUwKa}uu(pce
zVyEqyfG}wN0X!o>W7378PoR}H+L4Heg#((OEwCgS5L%I8w3x9syP>#`Z0T~x2wfe~
zGA1C}Xq1*UFwNG9_o#3*i!y`LS6H_#qij)l@U79<qsK#)RA+X-e@t8Y(Ko*xh+Jfi
z?d<d1Ia>(k9k2P4-;=OnX6;c{>S60V-Q!39?dj7nd&_^@+?+Po7LEoSNeiE@Eah@5
zw1j;9@)?A*GH1WABjLb_>sgVJ%IiCrcy}NJ0iM(T%w=b@a62~^r6f_P=X=xZ`rD3Y
zKxZuaUR*xZh=dIJx4JlxT}x}j?{np<j{^`UEq|5FSHFlUidUUVSo6Ng_?r!h=CAf1
z=H_pnP;E)1Naf%49UqnVHJJV!6427ze1@Fcy6pU`K?xF)A3sd0%HMI5Ay1{?iT`u(
z^Be6n*_rp&#Au$X<&r{@$LA2x+)XDDhBc#r72X0qhNmij4P_GMPG+v={*6@N%5OtE
zZuWc^J3xGG?hNq|@n0HXG>cQs{d=$e@NW;j7k5^tuiZV-Xy#YY#>syS9<4ymSXkh{
z!8iX>o`#WToBzG^D&CAuS43V3mumzktsV=IvpaQlcq?O}-Ow$;Xs&TyU8T1`__U(R
zS7a1gt_Au}9fG_oe^D*q+@&OYu^<2?{3TqCpg{+pLr!|TF8BIv-yx}{0WXET9Du$W
zC;b$m2q(j&Uc`2N_U33|BlI;cB4HTZ<Rk#R@+MM;#@BrtC!UXX*6HtG?(jDpjHF+5
z%GDoCUcErdH6IXH@3lAubhi5*OXZfQ)N(8<DKu4mdR$OhDF4XfO)j_hyi|=7-*bfZ
zagzIs-#E-!j83HM6OP2V_m|{jI%<en$)bdt2KC;3u$C!7TmR76a7l`K02S5s{kymy
z6Gp4qjnD`1v8YEi8Hqe!v(a&073ozwF5q{scui)%{EC2Ya8ta`y=5Picj`5Y5{mzJ
zw`RPN>O3oQMYD6vq-rp5N@VPJ^(bwvm3XVi*jMtwnKAeoMR>F+@!ux=&vpjN0d;eN
zap_@J1>%of`0nNbz`3BqLWQHKK`NfS6et>sG3XSj8yhtgK?Dn<yAL)}w@wn<aVx#m
zk(WFA8S(L_FSJu&J`u%PoLp>Ib`AqX0IG0=GAy;A48qWHIN4(~y!>6q(#<0E^P{ZH
zH>AD(NQQH;c#kkd06fc?Ol2$oDs)AWwlmf7C2Po&aj7ni(9Hg2k+Hc3bkbJGR<C81
ze2e2txG#f{@JHrnyc$P!rG^4%LQtpL5m@`YT<2`CzAmQvS=YhcGw3|lUAx#le41T@
z)K_|^2Wf>t4_<3G0g)u$Od+kDh^t>1kDv~uz73(j@Cnj{REOdw+)bnYIV~w7pfz9l
z^N8)$1Gw-IGEl^7={`S$N}wFZj>uC_71?qll@)kKUPw<2UU|-j2-MUS@}^XoeGH0Z
zLw#stm&ZawH)HMqWbddi0&kF5;7UbmHR7UI*|1Q4_z{kf2qM{O;wev&%sf5>vNHq@
zEI?3=PsCCRF=RUHyEK9MVD%{WAmEyxKpz1>SQ^I<j`Iz-&myIf1z3zMazjN)&Z^Bn
zApcjM7asw343#k@hvtT2j=(#B{hwS)TyO*Kh(nz~1<`SM;IkECPb^K`1`#vX1tUZW
zm|~%ih^fnTB<0`Gm^8Ant^y+XBwFhd>JpA1L^xgfj)Yu7Ly77hpexeC-Vl_Lz_7%b
z3Qb*nw<8UW5p0TteTjwg0&hvyH>5YD2LfO~@?ZVs<%R7*1z`{+s>c$K?lC)niaMM?
zd=gbVS!froYOm`C|NYMjD3V#N2;D75_kwr!84kQeLf~TaJ3T*NE(Co5fOV-%VxGJ5
z;gCLLw5c|+u+u(LMGOXGtj_6m?;S-pH9d9lT$r7?bsigj0x0{oE}^Q8eeWq8o}XY}
z-Oya8?w99<x#wH7{N0u|`c^lG9o`wsH1+&^yY2LBV@CFC%i^`%w#Lw7?oIe#por4_
zJl%NqbZe)@!lZLrF1$P#zd!M(rgt@Wj`HW?XH(B#nUjjPv1o~=&MTyX<X$A1iq#qb
z8w}S2hHXFLYj8Cxo+*^pt+jgeiWqqZX|;R{eq9C8sYg;hng=uR%#KpoKUX2dtRAU9
z+|z_#fP;=Hmu+XA_*D|AXt}OG!F`bpRt_TdJtlcu15NC>HO*Z#Zt0Nny2KJPPD=ch
zLrn>8Rq;G_mOyJ_FR%iTOu|!$U=#Ag$o3RK=k^yKh^IV2!>~~kBtt)a>mU>Bpckje
z536j?aH|y!Clys2AF4K}XGjSBPC*Bv{Zo=E!znV3XrK27ZsI_U83vOOB4`9jqUumo
zgB11R9Dc<(CA<`P5lRR5w8mVvh~$^h;S(PjLXpJut9K5=){cYbju6owc((0OAqB6h
z@nYCH9N-<Oma;;k?`Id9IJrE!W?|f}pTTpJn^mP+YqG?G{Q6XbO9gXp0-lWnbO~k0
z6!L!~n}xBFt4J{P^iV!#qA5icDxWYv5pB}t^18mJ#C!pNC?5`Ul8q~u#SedM`Z65i
z@chrvR!@-p`!~W54KKR;E~6y=8Y%qb$(u_ZPnZy5JUn9MaPCl!Q|>R)LkUHje1a6(
zK;~E9=}m771%FoYii4)Cw4U6UAR$bYwM2-$Dbeug-yz%DTJ4RgXyq`J)iVG=9~Xh~
zrf7}i0&t-`XJY*llmtpjx&qoC|8zGZ#2k@TXqaOp5KDQ4NsMdNyyBON4oPJJ(2H<j
z1P;NGFGDYs=30iYQM-w(y^B4-tv)8f6wxfl&{nKwrM^8VvUw4yCGe-D%Y_d4;T>bh
z9OM+S0XHN@IKAX2Vr<hie?tMt#186vH*!KDS;n|jZ<_tJMU(O$6mrU<No_*Fb)J6s
zGY0-}2$^+<CihF$ep3e9#tZkVOnQd>{5k)_6TC>BRrtT9SlcjSY!_i0O}soHE!z^0
zNQBJ*(of(cxYy#vq=;$w>50y}{NVFTf$_!Vu)Xn7Ozy6~wYB{5kA%v^L;(Z3TZ&}I
zz*1Q3?(ObO(hXVOJnPi6gVy|-{66kCR#Uy3^Hq3P<AD=|kZLrs^X*F|&vT_Ig}c-K
zrlolss@Y?V!ws2^1FNx-qjW>a5B9|}IPe|xT2-<`i{i%Vn~+cz8`~JL;*w-9l>O}v
zozoo6B(SUj9i1WPJ3+}BPzRL=coG*<E_tBUo626M4VF0f<OwDcIC`}>a0w6C8%A)!
zK7bRc3WKhRf_Spf*kW#Ajg0h##ZXG$jpM<0_bG|UAPXdUb#B2c+yNlYodA|}n{BJB
z=kSiFGNfM9FE_2GHXpCVq+Z!8KI4%!%v`S<JDc8=ph)9%flX#{uDA}<_kaC{WQM5S
zf`Eh(K1GtGi3f(W#>{(#G!R&vBrl9Tn&*n@?ZER9;nYsUAg_v!*oQm@0TmS6!eR$%
z_lM^bRXx8H&e#bdK<064c5=*grpz(!3B9K=WAy4{$vvB!Yu>GQnCR8{DZU#`&X_L9
zm@O+UPAJXK);G014)XnK*82GFq7viNT)LLpq$Wc~HU5Sxy#k9(Wo`C)M!)9E=0ECH
zL{ykBTixTX%^qm3bZZADWDa^^E*&@JEYcQicXnyo=V`cB_eO&aEI$5vlwT=cAF1p@
zt2ZA?S@eyK5T&hwn4qv9D!T=7ul=6m-msZd)5aQoOc_UU1SL;rje(9L<3PZ*JGW|l
zkP3CctLCr34I7ompuT)8N`nCv1e6RS3QcJx?mdK{>q=b(<DIvXx)CHqAF!`<+g*W&
zq%jaa08@el#0H=MDHM$We-gEWzNP^u-m9j-VenwOjyQa*?k2oJR9fb`Z_SvMbNQ6w
zD80UKar!z~3adJmKEpb=H|~1|{>)dn_uCj>&3Rw;qshUZ>mrg}{_cFZ!+W-m(8$oN
z?9gYs!<j8L;ZH7dOatDBc?#6W>U=7<yKV!<#C?UD{<|7pkQ!=-!)yS!o(Y14x|FB{
zmZJEUT)14v@4w$Y{|PP}z}M%Vk!DlCUqAfP|JuXD;1xy-wDswHG8?je0$<d}ia~+1
z=LLY0f9Zuj=s){suop<$NP+7A4I}|SrFgBw)_T&e3CGyMA}t}_kmwQcXh-11#AX1)
zH(0n_bH+$4)L?G~x0){X>Dptv-_Td+K%XuyBqR?wvObg$jWPu7qRG;g13);?F|=!7
zgSHn6Mx$4$&8Xt2j-cPPi6~*T9LZJ!xDx;!k9hp0k#u-0mGv6a8RxYE*GHlDG&=#$
z%;eR^1NcI~!9+giML<VG*yI;_cc|X2WywY4($Wu0(*;ATM@(3}hxxUBc#|0|U=N=~
z_P1QsGF==AfJ710E-6XPSIclWm>}PgaR>1mI{RipBpD*gX7@1p9~{HVA4_w>S$yK}
zH9j6WGDF(GRHeYc!Zn62DKC}rW*SVy_y19A-7p2bkgMuhq2!-#t$+&&JTKrlT1v|w
zYydSm>XK3!_ZEKpHl+iUw$tN}%`q-k9xC@wryp*PjX8OF4CN9?jZDQ-`a7^%2OHg7
z&@N*JfifRS-#zbfe909;!iBAaT@v8Gko>uxDBs)H-?R>~bx^Fu{zV4@>TCd3>$JcU
zvh@Ud42>z49UfS!u=e{DwBx_<V&T^m$=lau<a9NAgfG{Ydk(iYc;d?ka8KD@+$Kd5
z`VI?OG|w|f{h<d>Gtc4I0Z>}!eV(_<gDfCp<<VU@8MRr0b*)1S`%79rP8>~m+Cu#G
zD3unzGQ<XvyiXhm!)l)flOmeIys(=%0R6oel8uHqmKBOp5HW6WCZK1-jv-L?K?9Nc
z#2)e_R1EZ~b3AiqV#~c~tLr7Bzv;ikBtin>`;0vTSm(H6WE3qB4j^8!s1{{qB~YMb
zLj&UrxK9I@ybM^wdSjl^G@tU>mi#X~LqO**YrFL^sE4~R+q@OC;#!F}0k#F7#nOHN
z=eHh#fz5xkD{B|t&&cjUR8JOw?f!Qb%>BuH45b=HGHWy@!iJC&5V|(BV0SBxE0A3Z
z<vF5LpDntMk>=Mr76&eb14t#uo6(jWLyR?3?7w>neIA7)#{PB4LGvVa$BCdLhU3K1
zT1%u<GZ4>5WkV`8#_9;jcx42F;sHJBLu*2EcZH|bgXKF*?D-xkKUkn?GF1_FV^F4W
ztu^=r6*;~;)*<2!a4IRQcGd}4HhGQgCs1CoKY6My4mto1v-SxuY_UhN*s1}i9Q1?b
z!NdRHW>h4YtGPHnHl<eV*S&?13;)yGBngRDFD)#zBBGl)sjpZkMbtb2#s1awy_~#K
zc(BjW-mvjjA;P34%zyfv&D68K$!Fv=zNY17^V0R@qs`gT+!5KXw&&})#hicX4Em6Z
z`<4MM?qk22rvv67NwOoEOANO<GZdfqEuhD~``#!%ZYW*%d%WPTFr}o10+_k2Nks4v
z^3Mv~g7E}da7@1X8yaf+J|Zp~j8FS|3H2~O7ubYH=hKU=CR2$ZN=#z=@oZ)X`U(_}
zpRPs`;s9u0KlJ6L>WCE~g74*JpMkQ8))D4_(1-`yg9c86zS=~nVo_QM7<I+=CtPfq
z&K^Bg@CJ^cG($kVM#iO!?_3>*s}T&3Uzct2j!@~H2I)<w=T!OT3^(QsOXVa??i?BI
z_-w*eve3`yFrjuRe4oAXZ9?CB1qkUwELESle>LrGf`dRVx;}ZVD{J*w{Pi7@Ljrx5
zSuwWeA<jhj^VR!vSXyap6kDG-tNUF(j(;EKrQ`5y!kX`XEEU@wivuT<rc$S9BPkB%
zYtq9>KI*~Gsy+&Sd6?=jZ0Q({9<(WOCX%zj6zWt2jFlxQFszV|dNt!e3?)DA=yE68
z<Z1KJrqvpkxwl4YeXKIqQUmbnPe6ny<C>-lW2Zr|5?-Z~MIPiH3!9DNkv9HTq@$Od
zs8U!g=+`@%*q`|K3!W_$2cW3i^+{=cb-U&1KEscaMgf!~xk|sA*Y`I<Zx;(#9?V^1
zT6N>_Pl;2ecv-@{=Kt`yg<1#wegt^|HAXZVE5uC={>(6ive$}Z(7}t&KZ;`2qjJ#1
zcre;poI77avsig(MQ*3w3esudOR-KJxV_@Kwa)2a`5ig2N1aAb#t!)nO}b~6#Bsfl
zN=4Kc5ld!@Fp<?-b}K@!v>5zB1Ht*aktbU$iHH&n$UGxb#Qw^8`;UOZ>oP;C+G9{I
zB(}y-wr6hiF$sI=hZ>zEMWnlSP^ff6*QjOv|Gu_v))3Ht{8-Q75_*T9>apJ1Wt3cD
z?zr!oxafl$uaOmZrhIu`L{M_ve4V2ncR#agMrcZ*)M8}#ld*8=!%{8d(y|JpN)oDE
zYe*T|)yF#gEpcXsE+D|mLeXyrd#EGc>3=YD`AzA3+6#U86Mb<^A}-jHmY0cVB;3X%
z>2UKivV(B$yp<nxfz4L@#9+P9@$bj{eqEB+IsR4U)(g{nb1ejyEo|pZXN}k|PTsuT
zKJML|g&CQTwHh3jrqXHxyS?ku$s@O!jk}>SHJx0&P<^kOUwV_bByaEc+T>^-kyGJ&
zl17V?MthS+Deh}1@tz?82>IY8WuC{gj0okGk_65kh8z_PoC}rv84{qa^R>#W+wqJu
z*(U1yV~JKqz9FE4LwBpVM_%@3@zvXWH_NG3X(-fTD&DS1U){b$(7l2>NvVV}&N5Pi
z&fy?Z#1UA7n}5p?;R@DP($e(SSz_P;%Jq403Y_BFwhAdqOk@dJkUVLcv0t|d;uSAX
z5s>{PBS3~Xyo#O1eV!&4_s81jWu1G#e?)BH(lpH1E`g<ML(OLnoA~zb3@LRv%{C5b
zE-SByg2zK%zadw#<GKPJjk^1}Fkwluq@nI@c~#xpA0t1EZ03wizOz)3MgJj-78Ih4
zb`cTt6ccx?yyaRc;_52+)KxS^CPOVZ?S~6LbMhN?%aKZ|qQ<I^<v9RZIZgQvBgTyJ
zDV(+?IZ9bg8DU|nUR2$eHa%8R;$ijcQCE9qib!1L=KSeuyX*b^J9279r}G2DL+wAF
zOvkAHmjBEHgBZAX@^KAT1w<)ljY!hna6K<DH+A{J!tRIH2<!Zw>UC%HnqH8GRPPmg
zJ9qN%K`Ha&(V4rnw8fA%RzV8YW^)5#PYG~Qg%Pl%?g__SAO(FO`VkRvN9@C=uff;*
zso8w6sUO}sCm%yUz<jBrr|{iZ9I>~r)#pG~8=a<5hK{%%-W708Xb(ZvA{b@ifs2_S
zrM|hQ2JBnD0fWfdz2E*|T7NUHGa8;|nj@%r#+hz{SQG@r8U8@%Jk~9@RAIy_{YlmT
zIJypSsQ*8nGw!nPl$GS}Y}pb*&RHoXWoDC*tc0xYoOQA#LS>gNo9r1flkA<HI3w;j
zcmMD2|2*aCY2D-Q`~7@h@7H=)q`A0#R&Feux8o--Rze1$^WKa2GSyqy5n6J2Ns(=3
zi=VRj*HB06YCfxJAD1R7Ih~EU$&Y5=Zl=i8w}jL^RP$xW5=<gYmlf(kI-&25OGH4(
z>!|I8gh=?2{xwoLWh<jlJkWWKo<Qq?srR?-EDe=ETE1r+kvpTS!kgdpDrkL1B*Cgz
zrF!mm4-GQT9UoHv(&5i5q{R-LZL(9P=Veo%*ZOI`FUHel0-p~U^&J)WWov<7__>Hk
zbOnmg(eEAoxTFq|*Dzpp1L6G$U7u5f)c?}{2_g~%lc4#&cH6*f-)qU*$G=Lo#;t*~
z|J#G=+7WI<31*B0BJU6YO#(5<btpMv3H%mC-YXOkbtCpy^&l@%PC&arF8d{Ot6v)Q
zKhj4`iFo{Os5`<&6?>tS4NJO|j4CH_^>k720@!*#?s|=RDnaM~YLk&34!BWXPaVhY
z1pawFH*w?^`20_VNWRGxvkHgD*yBp)7q^VH@1d=;dsc^Z?_b;cw-L=x4KDJQh!-2_
z;=GJQ%D=CozS@J!h}+oHB@WJLB$2VF6!4xYgvHl>m%iXZR9vrJr@#(1?~FF3qdPs4
zl+I6-Q?&X0c|Mqqsy@e>hgf^HMPzY4jV;t1ZR}kre3g5Kb)hB%QRwGKZr?#0C@-@q
zd`qlR-$)MV%DNDR$U=znFcLyD(%}WwXbG(CN9gtwftvvC@dBY0GZe``-gp$gk2U?3
zJ&9YhDIc$O5ReHQ{&oT%(b3#p{_3kcskZI2?{-GJ>#2JPEm67E(4jHC^wDRmq*Gso
z+<OL<r6PRQ2s)ABcP_sX3-6(zlfp!GtFB@qKf-|#Wf9IlMoswP+dck#YVL(lAi=zS
zBX%Up;yMBPCl#Ceb*^r8ZDjm%r$t$eE5^;?x849s^;*+W2Vv_40jl}C2W-l_8H(ke
zo||tJnvEcFC2@pco#S`01>PqB8-)GT4-{xu2ws5fLs|J@K}79YGE+>O`mAc%h4}Z&
ztIs(C#nAD^y}#*jqHm)R>Igq-=q$=1kDf?i+J|z=K_89|sIy^a5!Y^lw{iba1Ha*(
zLZJUFv9|l|##?sJ8}ICW<24mpywbq*PQ<TY_Wi@i_}#Es7#m-;X0W;~W5fsbl|3{!
z0=9XH8;@q&)6`G7(pPh1e_LO0VTu1>(VI)@CcPBY?Meoy5q~jKqXW95p~8Ox0OLY3
z%@v*!DoqSs;u6@jFf$#lfw6Q}7t0(*0srkgp&`_Ye1I3*7Qjm-Ol)gXH8GR%jFBO_
zh&8x*0hLC~<q0J__V~X&yd1DGP&+}>RgZ$}q*d^-Z=ryTf?+zgx{|;`-<(irYXX3s
zbaa|RvVft<nHVll)gYEd=>=}6o>SpKh(SmzOpAD1**gO31FgVEoEi=sgYBrU&$f{q
zFyj(XPC$K=qwKU+@t=3U6o8WC>tQ14IpUqbtw#5a7nC?cEzhoboW2BR?q2MaR<N(t
zb{f8Gy4y+C>|v<B9cD4EFuVu#iM<Fpfp5JxQ2;mu-uBd(e-Gw?oxERjU+9?*A7!+B
zY+ivM0X!t@AS(-;o6q0gLDtLJVbAU}BJNFy8OFYQvT*P9wWOqVVH4DK*?%1?5vC$e
zWpN%~Z?vqAPYzrbcXaPWNj#?5Ih>TX|9g3wzw@u8d7@$s<FGn+vR8NYUF)NU72o#W
z(zZnwr`?)?GV$@D{?A8x%Gn_PcGT=h%>wL<R?1>+4c(Ib4FC1?Kj1lq(klDI&-A6}
zr_&{$1a4a9PSwG4vI4UAo7Jx|5|T=zhO9(h%~BJ>)FsGC>Ff9lX}iShr3PJz+j#BF
z^xZfn-u#}sW_wiAQ$pqp3ikAzhwd~9ab<;Kw_~%l3)q?nz<4Wdh=AJ@X|{2<)JP#q
zc%FeKfW@qhAcS%j20XOz(YNq7v3Ray@!Xu2YT&D3<!d=e2xY8+e!4Ze!UWKfM8q-F
z<p&Ce$<n3RMPK#MNo%~FR)tP$wq`TC1vDz9lkm6K;NOhqIb3$VYF?&IH){R8WE`k7
z)&|`{);v>R-8NMYNIr58FV#!@m6$%2@n$L=xH`3Uv|R#j7hO-a7rQIFp3i+y0MdXX
zK-tHiHky~&nd9%Qn>@2}DK#whahCUu{r36Sq<6Z67Mw{85($wkLS`Xk1ZdaLjHsMS
z7g&vUu7XI|nhik*QuGQqeBK1<{`i#VEEa7xiE)WixSkB6$JG%1=-cDZ=`L28)3?S3
z!<ny!t3Kz~c#UQ#RF-wMW&n;ZGO`^tf-V{{HQ0E2WoVJHUC5)d%8e`mchOia$4QS>
z3S7Y1D%$p+Ri_VYM4-Q98wc()YfR<~{zYtOE!p7OS=d>+v(WEA;ajBj=vh?x#rWHk
zw2i{ialqv{?Lfh0v)#SVc}ClE^ARbuJCCD-oi4U5flQmJoH&Leq%eGD_hX`S+spRE
zp*o>*No^VOl(A2D7IC|fOnb%8PN}Gn!`?}|VO1ZME|E2%NfshBGQ%!gVWk2~v;)pg
zdk*2@Z<%hnYv84#iW@|nL97ITf`4R_xReI<ueCe^R|do7nNe*h2pvdVF7<BQYor+C
zuN<Ra{NW6@vq_h)Y9$sK<mFv8eE3!@dQ2=@ro1cfL8F{p)C;fl;v#%w;AdfzE7O6C
z-A)+H@%Y*O`Lk_B8_H^Y>**JO1ErD=GAX;mYSh!SIx2B%_5Se9S02<v@oRww?Z?~u
zh0y}G(8u{IDH*PpZ?Nyo{2FN~6s~L#R<)j!H~CecQ)K7=q*LzB*=SUQPy#f&2q_=3
z#`V&XtNO&N)4eqqUio45QtfE<fPJmm_r?RJpK^?&VuEnaBdC51=jyL?*M@@5M+1AB
zCY*~}CFFKn7(p{ey^8>B4%Ut7Ta>wU#gUUA<^{3Sk*2%Xqu$0Rqov7sZxF$=v`RsW
zU&Eh*g?Sl2=p$Ldrm#syUXWtKF-mm+H9}@euiWbT`b91?pEp;RmQu8>?xUY2EYcWJ
zi{pum4E{2`Te|OG6y(l%zb5|S?^{hZ7>_F#2;%}k?>s%5^T1LpY--SdYVhj{Jm>3I
z$*=yUUxDS3ZvG^0z`Y&WVaql2ba912g=VzVG59DY<#qNNn9&?jA5>7V^`&6vO9@}r
z7~)Lg700h~STJmkS0n7ZO8<A|qVLKs{mMMwmD4r;4!*5jGkEsmsh(1pC+G)144{OZ
zZ!rNYalkd|@;(xPNM?@UN5I^iab}m|%5sYCd`NXR`vn0#X#IS?N@i=~7SHEL3R+t<
zNCU=-q6&L$t3GGIv#qUfBRXQd;x_m~;S`M+Ep|n~zP*tTRY%-C0VS%hT)sz&QI~<(
z0pL{8V#*Jq0V0{`VbX<$8L75{RNFNUm@8uh@XTP}fqUI0K!stDD6_BU8W1Tr)UOLh
z+*G4p-7od#nqn=^PPi#Sy|B$tBF#^uAvpU`;Yi~uRvoTwjwEQBGeD^-cMqh)2J{eg
z)J4y?RYpp@mTE@I+Y+^R@TG5n7M0|iRo^onJn1~hG)aEaO<>{#$V{J<Lgjw5(8(Ad
z-`o{=0jXVY5c=_JEl~2RD_Y*vU|X5(XH_4h=X6F{N_i|EFm#vI+D!3e`y0mwFw(Yl
z?iA_;eztM?S{-=yM>TMq7G=9g4~=aG4wVor>^(dfUX~DqAOkDM|C~<bl9tBX?|G<J
zkQ7dM<6N6xx~eEbcR$Sj8|s_e&CobP?EdgQZd8ImXt<uc_RQ1^J-G~B=?oNk`N}ik
z81Hlx<n6oLvwno}a$k_n%nOQ=R8wsPb7~mD?61&WjzvF~iyHuF%bXx0WPgdBrHQz5
z=>7)E9oWvq>lfHbnj)Ri8s9Wv>f)uUA4pHmp-}N8uBujL)agG`XlpZ}Yxg`Vi%jz$
zV+Qb+Iiu(gSTyj#Q0Prz9h_h)W%Lmd{G8ZL1`0a`DNFr^r%P}()K_W}Ky32O1+Fia
zi3irIwfb)zroV31i<t1KiI*SO))ZQuqFCYw?P^m0nJ+`5*va<`jk3#cBehTBEiH99
z*F2U`mTHWerK3f_I!2p3c<mbZt+<Qs5~s$NCpD_Ke+3hZzl`C8XCpATb@}3W9V}j}
zllxEbc(zF3+oAr5d@S(>wX_Z1YrYT}_U?NwR<y-6$>vAv;*(SA*(tmp+h)RQ<ZuSn
z&_3UwX3x*BgD_(Y%W$+Sf6iSH+SbNow?>}?74@~fb0Y%o>=#8acoS<^mkk8o^#r+C
z4;mps=g*^T=@{O-$wF}el@4%l_u64=ru&7Qqb9yjJ5|4=c&x(19M3D*{LZH1r$Hqw
zr0j3hoZq*=bOM`yUMzZaEic6NDZ`grwMvrE8;6f~H~EHJi4V?q#jn6ieoS05m+nN>
z2b9q<l&wj(SbryL{%n{jy*$4yO!d@TgIn{ZVK9Do0Mwb3pN3UprjA^%E|y$_r_lAE
zyod&HtdZBo7oU@&k1eTK&(mU{oJ~s~VVS|Gz?92N#0jkc>)!9horBsEX+8um+wC>z
zHD^4ukq}aQS;2(_wMQXjm^xE-FPwz}K%Ec@>`Nd(WkEFL1joI6i);Y{PGH~@HV4as
zLLp)D)Q*(!Xg0>b%qS(ZgV3aO_?_8$L7IJBOEU~=^}cPD*3t0f>TET~G7S#KLD%S)
z%{>_VLERynz9S_wE%{wWS|>r1)wd0qaQAW_*jr163=Hb(xFAoi2GwwP>F!lYuK=dM
z85)<NOL+dM;$B=Nv3;}S)H&+CvN#0LMYG4&HCBk|HFy(;-_Lu%Gin*ayarcoaf#3T
z2kaWI*QPEG#vVhp5Wt&aPX)dguQY5gQxpZ)MAOLttlpqUnn${iQ`ISG0>c3bjJ^k)
z5)Qq%36&8O(1jOj{d=JUsJE57VI;5)g8LifU-H|iGiU<f8GcZnfQ@A7Nc{o=QS7p+
zy~^K`Y1sg1UqgWEJ-eJT0qEfL|KZ&YtZqT@B86tmuA!O94GQRoH0^tu7WwjI;NLxa
zxlkK^0$h&gFp*{MQ6(<SUtAW?p!dRn{i!3cUAXzQLanc>`>xh&x@ke*!=v4;-xNDP
zU+0y!kzO<`(u_NdyIU#dNzc14N;ecR0j{gz6*Z{KnV2W`2dfone;!{`>~VB2P4$0F
zTAS%tn6s|j8|sayi}<|DTGBev2v`Lhz>>wgiu&`Ve1XNTQy+7F%-ra#n?0MT3Ml*R
zV<lVH>h9c__lYrb!kMToegZFhNTnsvlJG$1?UHhA9V~#4ZnA9)kr(>nCEqDNvjA)R
z?&(jS<BsC34yW*6o)=h~I+0WS^@ooz@59^<u1g+6<24Y#-vp+uUTnw<NEe{Eo~0!G
zw&_4gs3RaK#DPpcf#Yw-)0Uj4Evh14o;ee{rR8J4I1?wC*ig<qx@yi_nNI%thIm3B
z*ZpfGSSNIPi|IKrdq1XZxw>}wZ7n(P^LCgp;1RP5V8>x?lcZUT^;ir0P}`>T$3>xm
zW7>_6xG|!$*;12b-xrF$19tn8fw_W#G!w`Bvea^&rTl$xxQE8l71Mw|R6#FF!Z>gd
z&RKjj3~p40PA<0D+%{AWU|)eN8!o{sr|Yr0ea^ar1-Aza?%tEWcUxQ^O&|7ErW=^?
z#zBc8jF9I0*~eG^StrluGT=tOURQpn^JmQYig~P6{-+Hwg|0RbD_SZ<48oEIel)_G
zt)J^$Vjio_7aO6aH2^#?w2Sy|-}`|SgCs$tIiDu5Gd_ptBib&H`~@1p)>&mBNFvya
ztwb19j@B;D)bTgEBTxss6ON-N(%2aFbc|_53H#{xYQQis-E-BUcbqj4Bm~szbJx&j
zAJ@;m8|4^^gGFt5oUtFDZiG>2ddmLNC41yLVotdB@u+Bb7laNq!CsgA0%G?K@41xh
zcR|T_N6}X>4Vyq&)S##1iwzK5p`dv&fPW<dULsujtE7`t5*C78d_yzLknxHBj8@tO
z2mm~!CTxo(Z-fNhii3wSLZ<3uGqDLxbbrrjcsgk4Z7o0BRnc#WY!2QFuoflP<hO5;
zk1r&bQ`*WpjD*~u-VRCTcb@dK#5_peIi-c3hbEU$(aNR~$_!e{eL6%Mt_$Da!?k{1
zIJLVCC?44Mm3SFF^U!O}9jUe-#DD~?{A`G$T>{nshB1&b&$E1+WBoSA9v5JcCw1qZ
z)!Uq`c*E<3ZP01vB(aI#rQMa@7VFa$eN$HgGj5!YmG*lC?aw;_o#w~blfMg8GM-Ax
zN0E0IC~MeeD#fO3j<~$J&d00j>)&~l8T$o$K_sZ*9k2Tp<;k(S*0MmGdp$?rd%d5Y
zX_dQF*Si$dd&!vLm=WC)?fWe`mGdE^?gKT<E4P|&3`${}I}IPdFnw}ETy7ir%yHy{
ziSuo7+rGNbs}?^W%&8|r!hq>};yq!pC<##=+KHRK`$0jhRwaZz@PUa5(mgXH<5`X4
z`$0_750PW2jx|mDS?K)JF_kxT6x=N%*sKOH(5PMMl;{P&>k|~5M>#x>pg-X~cX^Q)
zxEH*?GJe!|C<_PZCxeT?V?DO5Z4#K*LWWy=2RojMTF_XzcMe@&BEOk1+zG`JjB)C8
z<X>HU<-d#V_p?X;lo1e88F%8D3ilg|AGri&m}dg7sD&_N(#itz6n*%$rVpOh`hwDm
z>F*}qyt_}t0gvdTpog$4^x7Z8+lTn`>c!1Qtt_L?X&Bt;hwZ?D`|cddhz(OvbV;k|
z*(YYBUm%S`W0PZJ12MYm8b(Im6TlDCBYD#!Adb<=VYReBv?lie9cIq|MDj;v%J_cD
z(f8W2t=jqYBT7SDc0^p_x40j|3J`%=S<X%Fc<;Mf(`bZnr=<A%T=DlENwEl6Y;ih|
ziQ@GV7DavS^zmEoKl}3&%P~GL{%L8FDjSx&f6;4l_`muz^-+7CQwQN<mD*v81lj!p
zO9r^$0C7jyu%+*=tOcXQhK_A^HU}pi1v%j|P_a>!L<H9?6tHmrn-YE;*Vol^UvQsx
zN|h;5v)46rgv}25O!ofBOdB)pXH!V~yDYqY_yu{n(3aas2c%Xoa?YAJu)UQo88y%i
z{h)5!59uOPkV*egN*{nQI7;d2mAE@1pT0l+;)STa3I;ki`Eh_;PS!O3T%p|GcBV;t
z0=Haqth>H^@7X_~w)l{<Awuu0zi1z5ebf1_SUa)31%+Er`#Am@>GsjX)IQ(tE-l7X
zJe&J-s$e<ay7wK}2z#n%{f#oe*-wYGCoX-Te|jEe`F>89P1q)jWOuTa@gEV7FZ^?w
z4>&=7<5gVu>3R58_LrJ}1}>lk)()*jBaegm^|u3#yM|tx&EKpDU4O-{_F?K^@9V2f
z)vwfd>&Mst%uy9nRi=#+;f9+Ns*~+AVuT)N9SJpnwd3spM;>=9?g7^>T8($+sQvZd
z1Ss5ai8c)^!|>d_+nUD<xfL!gNcF^Uc1o-Oee_2XT8OSls78`>Fx>N4dbktCOB@Uj
zZEYmdUF9*L5Jav5y5tf`i5i>%uD&Tq*9?0RVe>)#rIrSj_Ab3cIN${9Hw^qi1y&Mt
z7fuc9?@)<d+cUS0=GDp%{#jiccDD?)Uyb_Mc~(4~b9UYMUc1IQIjo~jN}qEVHFrbz
z&N4ufTy1gvtYHO8Vct6hW0GkUS4=H_V>+Zqx9?E>Q+T-Sp`%t987kr>+g&sa??^H|
zg35uiO?m+BuJN0sh26U!?7|i6vLeebq(mW`)(c*@0uqCMe#ClFgIm21Eo9^K5cbnF
zXM7Ts0^C+;A$$pa2!t-S69GcU!mcv@@dVawFXII%xHFSsK)XJjmE29#RTd6yVPu1p
z0`|}IVFq;BKYGj&+_4F2(K83fN(ZjzwN=B^1rMM(X1a2Qnj=gdX0iU(riIUGuTSQ7
z-yB1INA=D}-rnt9oARHf5^|OCqy_;DGu1ZAG6YD@G=KPonfmpr8|8W3V<n((-{P0}
zg0m$P)wA*0!QYlNi%<&>X1A|$O{AKo*f-dErRptSa_1s(54VaByyeu$@UrHg>-jqU
zU)Qs#z_n}r;1)ufk-B&^(NK>iFr7hn)RR>V?!6X)#c#tk_@MJA;XxS*3(;@so3ewY
z!%7z{wvJPXss=DL3<CAQm9MI}`N!Se2>(#xU9DUW7$bw|7}y}fa0wh8*>-rK?gc0@
z4Syxjq~!{+Jz|9WP7`>2SEn%M!CR>H{j>@3Fb2aDXI-HsaO+#Iy4Kmyk$i|Qz$*Hw
z#4GNHD}X=SvO7%gUyD><addbf$JV4$yDAG*Jie481=s!B;qO`%^9qcfZOQ84>Kb2V
zQf|_Y0q$Bt==&vnDi-nvn?<nW7veK=slU@K0m4Kkqu!E6sKI?)s`Gc6b~%@e0o`iY
z^e;UIaM%RA)DH#I@#iN3+lP~&XHfq^%p#ub8GMTGaAqBB4aR24P)8W432@i-kIa?+
z7qwVd&V%^MDPZ3pI3t=L7M2l*h>FjUtvDhl1t$)%>u<gIoCr*7hpC5d<#xOpGokVa
z8q@w-RD+l`aK=u@1+7#p@-hzKj$%xHNtXIYVpBD&H1$s3<^d)8+_+#Yf|Z8p$9zpi
z?z4-3u#@`+)RE~5<fwA^KK?W07%F}_{Q*(tk;n;Nc^tTVMz|vq&A1%T0HiyuSmQI~
z?d=h3tj@f1g?k#fD%l_oo~i4vkuG6?nN$byO<yY0&#QaOsb{=ZzGZVXYH;G4qkFJ=
z8_Iyb>+_7B;@qRAz0xI?V}|_Q<1g5eoBw=g(!qnpI}`V2i_P{-_C{6w1w8z~?$d!^
zo_O2Tcv~yfhTaTTx8$ded^_v(NyFCTl2w4OW%1TOZ$&Cf=>CU3Gpn&#{p246Lb>j<
zRbJG9A#1`pz6)xuEk#eiZLQ}Ts{<}%z&qGBY^sB35yIF)_v@+I^peUIf@3y<abafM
zv_bgctq#-HW5|Lk7wf~B&>$x}GNJSoo-RlwRMzeZrEt}-pe7X5)gVN)#W8RHuzbz1
zi%aH@F||^=LFjaPv@>SJ_~65Y@y)_w)%?dqwCVFZrkFdXz7H*YEiWp67SmpY#}()y
z;K1|QU&AU$-D=>h)7=L~vE%yWnICnE4=F7oUoxH-ezF7je#`g4`%oaq6(iOx{&s%#
z>aJY!%h%tp73J*Xk;#{dcIvBJhRT5)aqi*G;=dTkBN-Z$Y$2iCOBAF~E+_Cs;4MEa
z62S(!#?qlHyY`v8%8&(T6l!Bf5dWvf0SSxy&mRO_1)z2^z}$HIhNg5#(m}#ZVjWzJ
zE>#pP!AE`4y+114%dh#a$r+NY5v-mNVk<`@3|xEDau6CO+!fyhaeBKnrP`emxdOAX
ztC~SEJlCauq$KN?OA7``?)AU6VS^5NcJq?eeJ*~m&|TK}WXjY||4iAkR#<zCz66JM
z7EJikA+p^=2o=2)<3ew5YcZYg4i@59#@An|(s^paB#ZNxkppZgT#=7wCVg&>KGkeT
zNqCPZDq8i{ZeSxj`IMdvl4%<&t+%kLK(i!Vi)y=c29@(87*K<?-RA%EV|d~bkD=Q)
z-ZILsE!Y*W9H_CsccY<4hTX(~(y~0xG5vA9eWgst@7LbMe6IWYgNt;2oE=cVL2CaA
zc=M2_F~!sUK(pkhz|N<R^K{2hp8c!JTA?FP>>DQO?RhL&IR#(?sDeT=?i6pt4=V`L
zwaPP)cqm%P48qP_cPyQEymvfh#nC=0Wy#g*;JTagkxM@Vd-kax>fU-vx@ChsBV|$u
z{}!;+f7n-N#nhASpVayn>wn&1_Sy?yD8Aede7<`4HSzWDj{;SREjRyJsff?ihUZx5
zrGJig5qZ(i1&#`Q5v7u7nbNeZpD}BDOaDQjf}{1KdFr<CB3OkG%0$eT`}rWlUA!ib
zYsuVSO}y<xiqmaP4^3-x<u|jak=_Rl1TCfGke|{@b|L*bso}v`$h2$tqcqZ`&96_#
zU88T<Dv)HT9nOcTes`^_rk*J*X};@QjESCqsv$@QgohD>7(5A_j-_b`<^ji4tJeY6
zzD0PR3<S-op+E&Of~@)N7#YMMDIX+0w00DVoP-`+)AxSOascJ1XYGa_v~>*k`Q5Zs
zd)sIwF~q0{6@c;a!>(JmqsG7hTd|NZ_#R$)9<{Ox!}Jbo^E0EWzn_KDAq!Y@vLxYR
zuF|3|(#*c>94{I48d5_xQp6%N3~oeNc8Ng_QAWrbdp|BZ2%Vm>v4@+n&0`;Iy(7YW
zj;nAh78bU_XzCr&uhOylH*vq#Sv&BVc3`0KEhnE__uZVZuhtDTCv+dLI~z`ndQR-?
zPMB3cQ=Puf_V+`K?_Hhg2XW^?vQzBVQ(@1prJE=!ma-_8M$6yV?lhd_U;0+FbYgt(
z`bEGM3Y9Enk}8wpE$RKUO2-ehXH@<AI$FF9U`rQV`9}1>i4w?8ZViz62kBSf67(jV
z5pc%Q0TN)Vw55xXGNG|EI2Gl|ME_9)_FN%t<uuR^@9#m-kmxj#375D(PQmvV?e5^F
z7)<(Y)0~*tW!DW?E)~4*NYBiOkQ9I|n}oq$$KS<@zV=PPiryKH)ON+d&O(jokbfaB
zWbF^6S17n-lnmMSi!VYUrGy9k=F#uog4%r3nV&^&Cd{n`6=}t8CDeAuk|$?S7X3vq
zQxEjYjYl`>huZCT-$Z?QeUej?SQ-2G*GvG<QG7Mu<v*{y2AA_Eqyya#l)hOfU?)}X
z(b+G2>km{MX)&OyD97pw!niT$>^?4ea>zSW7HMg))53t_c|3V^${k2EiAX^;y$l#W
zy?|?D6$eble(?}GF~~}D5<9RaE35;5P}Q5y#Tvvw@=V;PXA*&JgxE^L04zy!DMtOn
zEQNBOagtW!r<DF*0InKNl`v{BJse^R#zE)^v}){UwCr>{+HB{$^1DO?(KKXr3T|Pq
z_@Jt_1ptO!yHb324*v_EV4M6HdTDM#W7O5rT^;@K5jNcC$W}G%1%Yb@yzP4cai$%D
zCH{Kai*L61FpFOUFXC<Z7LJ!HUL8aKw$xxxpQ$LInlb-=>^-pn2Yk!DH^=eBhx9dE
zzfoi`-EQRfu}8_M*u$hllx<kD0nOg<61-eWT0Dg4+bJEUa8*s4-~GuAg_r8Q7lQ@J
z`=q>?ygI5rxVxS6d>;D5ppxa#cx~3qOg!^NEcN9P)Nh8rIh>@R0=4MRcv%sc;p39c
zx-7ClMPN;Cqq`ts<bRx0es&B;&&=H`K&KIcs1@T!R^Pon#bg##)0K?sDp8waa1>cv
z27@?q3RCqEe9Q2>=iII$5paM)l~q9^8F4y-La+)3h7QXZ@q~v78lhLi9&vcn7M9_5
zBRBN88`@d--=CkMKhtDJEyl@Sl4^bsP<_RO2FaY4u#5czzFVJ5mR&tPuXxG{7f#}+
zD0@vPp59eSCrHZ=GKCEfC)biw4sc;`5)rx$@AzUz2^ZT>7YcYy!cTmhd-v+h)azCm
zhjink>m;4d=^4qNbt;MrJ0HJZFJJw(IFO87gGW4~c8*L(hZYa9=x6Y7tIW5OJ%=}3
z0d{(PCv9!KaQbtf*FKciU;E?KIqFobJN9G0jixbxVE_#}7@mp+?6J>b-$E$a>@4RY
z;#gZ^yM@kvyJ<!&(f@npnG%SeO#s$`V76!xU<#ml#p>(>gM^vU;A+8-dbPXK;i<mB
z&gJkv@Ft6rGWXY@#RcwmW{<RCi=Bf#BfnSd@vU-dO8g8yuz9b$6<UMgv<KqPB}1<{
zzZgL<zgBl}T<z3AJo1fVNq!v$XZ$GDi_c=(qnn$zhc1gBo#?^pzD#Zc8?~}*MK)k$
zO<1S`0`4bB4qjsf?5w0&fas?swHfXl7#TEaG|e-9se8je(3(KjELCZo|Hwjx3BX!Z
z`C)Icy;6}5(G+AI<iA0ZkN*HF?-g?Iqo@WO9sfYahW%EsjdL&sU(bFqDxu?5NcpG6
zs-El~2?o~<QAm{7&LTL;Lr*!}BN%&mS+TQ~g$TB$rhZTlqNTQ_!)2&Bd5w`|O=&`B
z2*oZh=Lkum*+w%L@r@tsgPp+uVX+5LvqVC4#;rr>pEV+2LB<)YkC3BRDA|uc=RSMp
zG<>u(|MBKo<0-=mWvOkEfWu`^QQD_y95&iU2<W?A2v7x?IJ$SO-{fYE{nq;9%QjXO
zo0YnVN%ojQ4~dz>wKw-XB<KBJ`gNY+Hcy-Xz`aWXVUJ$5+O0Mh?KNhvdT_+dA3^85
z4y}f_zdHVHu-~dLc?PIngieleAn9}e4668V41l+uoxxgcTmCR|r{;g`C1H3CPLLZB
ziGuW@B<hp?gONeo@JX%nR^CWYjr*7jB+sNPmZ^mj#9Wd>r$kFPty%{5`Mo%JIrYmr
zeC;V_@wW`$RpmEFC>d&&8#%l-ksQiOmjjrCrcb!4{|!I;0|Pd+KFj>off@q>g~X+t
zF!-VI{jK7mP4VF^@!<_|{Xc!E4`az6gRvtKaZmN)UGBsq_%TX(`a1y3=|vSV))l5=
z4WcM$^ci&a|3Z$P<<b>H;N=dbjDf|loW--9Ver{D=-HhgsJv+aEIaG<xd5K8G-I(#
zPYS(2I5c-kh|vp7k(lDIx4AM5y(sRWCJ@L_#%PqCxzvgPRc_=XB01lqoqh_Kv!fk=
z(88}v_7K!Y%_hT@H;yCb{)gtp){lR%0kyt7$*(&acnUI+#&Esa4aS%XTUv-SI;m8v
zn3)GzPmJlwGdA?*snUPe&c*MItiA8aie3iH*pRRX`_M57^pe#@dnUS0sJuI^B-nM&
z9Kq=ls^ex*d=VK|KJZ=GK=;|<vIC=9W=L(vzH({4VMVB=65z=7-8g?+3Lbg0z)#|8
za<~{om6eeZV?<TI$sJUw9%T~Cc7d4NO{NvLF#|SmEdDT$HIGI=9{+tSw<D9M0Z~T9
z?F_+j8JUypw3}O)mYl&I-Q(n&_=?Lt?wutehuOh!8Ld!!hVK%Zle{@1ATn!OEVnGg
zCGFPIj+d<ysDdqYp@L8xF!_cj`hP>c!(0j;Q310&2kcJi5k4B!&H6$Bm0ag}K-<U3
zd^`Jwn8db6O0cmYeYWwYm`gJ&n-t^EO)U_P5hAfD%0b7+DVg&b|JG=miGseJJl_U2
zuNq2ys(-Aa+WsL#*Xp3MU1&zp_2$dNfz@|qv#tMzM0PQIf9_L>@1-ecFIy@9iR{C}
zYNS7nyX3v^$@en?)=Ft_S$~}OdfvD4W2gJ{ePHcGwVM=^2SnlS>O|RKX*%JZlrNXJ
zN@Z@@2gjHCRU(SpgR$x=1iw9GoReY$=pU<1>73!mReq9s1zv{K@xjDaW}Qd!hOl1Q
z)Ey)!aRBA;gmY5v(H}>X?0fnM2MSIpY!P0b^8RrRorELcB8czat}+WUiH7IuOA5zN
zZCtR|Er$VOO}o3?<RF6`C&RP<GK;pn5k2;MpFg#u=;UO{A!J%<?BaHI@9I^rMrZMe
zErh+HjOSw&>5weR1_84X`t~=k-T0&$>{g*@-%+u46ruRR)zl!-<9d41qE|})!zF(D
z2b;de&q2U_p+*FoP+-mj^q7PdP3t^_w0Q!2aM+`77>{*+vQ0BH{y{Y_{LSUTK23A4
z1B-n|^8==twW|=b$TtQrZ$DDpLQG09-$swHGxNiY!0j*XXSTK|C+Y2L4cX3To_c=`
zsvTv_=io@lkBen_%8|O-PSurFHAThE4aHTTiyO-tzqB}&S2)!dIz4|e{Kj*)(s?&3
zrDZQ={&h;m>y({7=Lx|EM2FkOLCK2-u)##*!Ngxnz0=NbFT5^^U37_EGah6SfA1oa
zUev=Qo}w76{#K%ll{IDkIAz6~{Uj$weXK#wj4AB)I4JvZsEjwMAXMfO<G?pi^lN+V
zfdr^3upipwaalKzv)dRUEnd@5b8cFJ6SC)_R9pEF^>P?a{q^|{NSIKMM!OQTn70;p
z3eFu*OqKMPh`9;y2`LU1wh`6UAR?fU^=jz)!1!?qTz3GQj}8+*ESwvYICQ4z_@Ke)
zpZXXYAWSFO*6j0~60p6M?`Ez*cCl?KP=L}X@O|hKHtF)=QO(-{^IJNl0?p$YCeP}|
zr(dgQk#I|3z$l+?xmMmYy?ozexNmFdB{O><=R10nG4>L7RyXJ3`RSkKfinADqeF(N
zL9#U~Q!L`vscC*sPhE)MyDjxVi^B?Sgbn0CnsW!6#TdzrtB>G}Z2rU63)Z@d^*bO8
zd=#))P;OxPPvhpZZK4-|ar*&z4_knHC44jt)I|pa(6Kvo4Qx#bUIPomSuwtQi|bra
z%pUuy9;YZ|3>_4Z!C;pKTF(6`3&Qb3%E1HO#7JehuiY5^At->a#a5EVwYPiw9e_;z
zaSYa71GI)P5XR37zKhkJ2FccuaC|Er+ooKs<dcr}1xp7&PVdA9rJukl1E=r|719Kk
zzFj%JAFT+C`uYLadH+2LwSRS)ncpO-XQU+R(d_G1^0v~B)Joc8EM`rV4+cF21IG-x
zlS||ngYnvR5;=YqV877QbJT(bDt<(Ktri;pCc9mhF0t@;?%r6NFMD$D-`{NeyUgFK
zo_v)MCOVR%VyJ5L)T|hm);4x#K<<uBu<9dU1hT7v=Q+7&38I+~A0sAmPw{!>j}-FN
zBZOKmVsv$Q1W9c#fdI;~5?=nddTqJXX85gy$<b@1j~4$?FLZlSMmdA)@Rby63G3*u
z0VF4S5SpG<BX13ixz>k@{PK`elr_(=DFxUg9|DxhndS#yT~RFHcv}KL90`f$d|7ZW
zr1|VNkg4F-8IcZy(?L5a;n53Dw9;!>QuhKk^wV3Rr9_e@PHJSRjzEk0*9ed~3t5kr
zdk&yaOW$3av3cojb#!Facd3Qb(l^(B+2kx;ksknz3JW`FU#ErvesXOhLZL-f{){{_
zb}jUo6l;mHqRjIm?6%oLW#?S9lL~`xtv5jE-2Ekg4?;mgs3XgR?)!9Gg&>eIGz@;#
zpA;(6`0a{%0Vw2~U9h^J`1&3csX*1(hc=OEzGV&UibE5E3VP2I-mcSqe-Wu3DG8IR
zpa%(sDR48G&?F`fveSja@~(((N+dupZQe*Lc->aOWc}})67J<kiNm9$I_b)3unWeP
zh&H&Ck%0G6lOY)_9UmB-kdv)xP)7dbUS0^!8gNC1@s>SojQ&r!uG|h!Q>a!qsDuUL
zSe~;_?|r*;O@fYWu)WXT*et}?WxDk*`Gl<7`&-(_Kl*uX=MIa#-g86Xll%@3Ry3fr
z_4pc)fV}deFcsk#hb4?Ox&rwyfLw%x;XBrC#u{jSfJ5d5Xlc;xu!0eS5&%T+U~I1)
z1>FUe41-6RAEf;k#O=D^0HT@TI>!gmj@~er`1=XM7!ttsn1Zgq1VnDRUNX%Z*<Rj`
z)RVo+yMDe=;MLq$w$>zj=63ec%b_r#X24ccdoa`rm}eM~056818eApfZ40<U4MSJY
zoG*U7Mg=mZ|N8&%^zfvMr1Oh+0$G??8FJ36kCE`@?{MXYCAdP!&B#?~2^E=!-Pl}+
z1AP5=kjjAubLX1NU;jguJj+?)D!vSOISM-OY+;?*L1ds{VoP|O3QIgjc@Nmq>D)T5
zEz7ua^OY-|P6-u9!lQ}!Gl{B2SZZX29}s4La_e2pN9%_Dj{Tb9(o~E;>6@M$==qE8
zHH*{`9Ao5<SdUoOCPn#ItsW=n^|8>D>&KT(=f0%Xn=1I$Id8t75~#DJRjfQI%YSKe
z{iU^n0X>~G@J6-~nAYIa?pqc>?|~W7@xQlSEu@?gQu{HV9!Rkh*AJj(ZubRY9pq@d
zL~g$_-30>eD?j5@Y`duj*Sy*eRyXIrThHT05<d-+oCU{Rqr&_rRU`2sIDdCS^E=cc
z&E^*w%Czubte^7%?b$1A7;0OUf}T0#IR?UxZzH&THn0dX0n`c1L*BZ7hkH?Ds=1~9
z=KbW*vUGB2h8Ly`JMw}Gdqcv%>Etn?WQpC#6T1Nr@a?ZsvDq3VP0zZk^?JtDhQ@T{
z@{gzBCluymXw-*)QQJOIZRuleF5%cu9mC{MD8=q;M<X)@y?MzvK<Dia@>8IJ*fRK2
z)vYBUfT>_YQKul&-}IfrT^<%tv+tG!i?$<TjGoE-GEa38Ge|vP|7;m9dzpf^vo)0Q
zcK<Z~X-vtO2Y=_W=`&ZJ*n7pFHUJm)JkZ>bHSy$!$@}xvte?6>8kMKYER&iI58k<t
zeZKUR%~BA?6K(A_zE@B#>^{oRORJj;FV`Pb6AI$|vsUdr#QDXTp%kX98=c{DaeVxr
zncaH3OXCouclJ8ljL3)zn<1>^WeBt*!T4@Dn%h#%R(uKEvUP8tX7GY)9zxy#rYhf>
zYW28`j@EXm|FHW06VU!A-<Gan6URQ3%oZXToQki9452~L4%W#~_DYzb(1u=QE{*-W
zUtLn`Bw?p3PX?hpwV8QTWFf#$gHRCQVCjM?cR*i|X<yaZLR}n1oB^8c=$7rUS(9CY
z3~l@QrPr_OgBFi-E}Vb<gjYo=@>Z&}*DK_#6=ne&gI(l+0Vb)NfDL`_5JW+r{yqh#
z*S+sTm4}ioPnrgy5A*T2zvL_~F!G($@pB#xhfil|$}`-|(LRKbz%0h<p46;|%NI<H
zU5c(6;~sIF4L>+AOjKHckZpgwuaZc!Zp>GzD`;u*Eq`nquzHx-d<%ow>uyx!3nDK5
z99AQq6x&etfS;?y_o-(|P%3#SbYZT6)Xjv#dM=M813J9L4IdZVP1k4CxQ5!;)j>mT
zpJF6DX!UW%o9>~Ij1qPEIjhWYdoU15GF>N3s5~wdI9e>N@GsI;Q|iCQ`((2gmJT0v
z6B=i}ij_%y5#vb2^IjYGDg6rQ>9i7I6fkqu;(;{azrn#e#1Tpu&t)TKbG8J2BKT0y
z!ExnN{%YPM&<JZ6-vAI1BR@4!{*~moO4s2gTfsfY>5gQUs%jV0QXqHOdz;1RN1cEE
zXuv&sik1+ZY9M6im21#pe`GFuhvTvF^Vck7O;;j4nYIUtuCsukI>^A2Tr^~{9ly*L
zNP`HoMOHfRhtI{`uSn9Dcdi-Jl*~=V;()M42z$}1a~RPVjiOTd+<>hVh#(uv1ZD8F
z)=4dX;d&468Uo-5<3VmXNiv+ils=e+zI2f#0qV(mS52$xMWQZ3B*qrpHyFRhQ7s6A
z_;%36!ajC?5)Iz~g=J-Pukvaf+KDn`Mj~0d3v#l#HFe$o8feaWzBtpZ#yr=X)2((_
zGFM?Qyc7dr%uzJ|HS=(8#^mRW^~}Vhi3zKPiHS+n$QWvD7R9>*k3E!*J(BjgWcFhe
zH9m^chvhi&Pv7L*<b~G7Yofzu48RppAH~}@FYxg2xZ@&IU0u?hi!z;yu6UG~|1fK5
zYH_{owyA6EnbnkqhlJVi!}cU$%IV>DW1P0n#<|Ry=~YcMalgzG90#0e0EUwGD#GAj
z*1>ykHGY`+TNE*d0A*<Xv7wkw7B&pl*vEBD0@2-ZUOkOTo6F=uyQM{(TdBX}vle#d
z-!P|v-j^~S4A&&yoPZy~#=9bkxE=l_yseIoj1{K|&4V!ONPi8w5FnZ?`qRX*>fH>l
zE<JnLT%0YVPIBjizj<TzyfsoPOzDaVCCa9bAFt&OrCG1*7QZn2!<(Yq_;ub+=Rh;5
zpT7rsh6e1SZ6Y>zYm5fGfBoflo^P%H+Z&Z}tr(wa-g-C{y8?9B5WdF&38wTn`_pA&
zVL&en{^>wR+X_=gF(Afw16~a3^2xT&cT5J$#4+-xEwnfGk;8upCNgLhnCNF$>6W=6
zVI!bDsSmVmv>rGhK>>?AzW<lgD?l+B^<nO`Uqto*I3xy8K;;DtWCdG+A0=Ux8rKE%
z5&D1W0ufYCm-U{zYJ{g;%qW=y&%HKNE@&k$ai1U3MWc^U3bc)d$+Kxjz%P7<+iSzT
z-xH@U$x;bpNEm%OcJGjFgI<QgmLY)wP&HoK(t*b8+=)&}r(gyopoKLu-6ya0(YC5J
zQj32Ewkp*eS6vLm`r89M5dPM2Q=r4}M_QFHJ5&3k<C`y@iLgpso*J2xoi>;;zfb}p
zdgd(H$=SDD(HSXh<9leB9Ay;K-sXi^0Y2Bse7)S~pX8ZLPB9G>bgHLFNq5!i>8-Ry
zgyeGn%a%lJg0v#jv+tGtTis7qcdx>UzXuAv{Zg^P%ZmaRCY?jg4ru)%N<`1?-YW==
z4u7;anRGiYz4(H4N#fm905En)M1-yG`=joTu)aWj=mFG7t?e^`=G+xp;WutygJ89C
z0|-F&dG2tc{lPB(qWduZNqGc*cZ`aNYeNhWoL{qaXtG&KfN*|V)HbSrv~*B{M3}(@
zg1IR*UL6vCVY!*u`fk}I$YC>ka^@3|L%LY}${_M|;U$T7T9EG;STp@aC{~J`u0~Fm
z-A}&}AXd8iFQ!)SXlUZ*t9MoSGET|n2Wprq_kX2?6UAx8<{vj-RC)Br;?l%v-&<dv
zC5|qhtTT+?yjH%ZLH%BJb}|3Ng!hk?Z~Zd|Y#?>Wd1CEbiqG}fi%)(5SZFf&<HA-a
z2h9}A&bebCiJi3%Bz}+xSo{iHLrSsxuQ0i7{`f%;C>e-u6buZm74{D5WFfv+3W1hb
z1FW?9oU;2_n-iQmRSaEli!`__SRjI=UIR_L<T}7_7x<Q?V@9BW*TE;+7AkS5GxKQM
zJ2{JlWJM8%z*2BfGEV&ys_{F#VE;m3sz}S7fo@NKamx&^{P(B$3-7BYbtuTx@aHLz
zGUsxxDL(=Oe82sXR!qCqwuY*Z`~AWmi><xzrWV*r=&;Qi(_8;D<h#1AO)+1;2Xqf&
zt{`{p8*=p`!{A*@SL#c$#-bgyfoYH%Nsp$qNBezW-CJx{_=mE!*xWmhd)y8kyI8Q7
z0LYxU%oatk9YBNv0%<Ubixh(GmCReit0GHD+VbR_V2wfMko&fbA)X<<(5R`bz6+L*
z0F~h39Y&2wr=A-LwidIg3l;TxFxF9lXcg^}uMc+MA>Dn|p+uHmgqGrG>&ipjvF!RV
zHb?~t2fx1q?@HsMmm>q69JXiB_zk$rWmCZua0hT}mv}sl7sqaFd@G2Kb+ZEgsMhD$
z?eErH2f1_2cOUvQ(d0jl&*VCUf=0mjF>U$h1jp?u^dx*Oi{#(S7Agug&#5CdHB1~Z
zpgc1ju7m-o5rhoeV~4|$jZuNz{`*pCL0+5bPVY*w&o?7%JVCM%XzuqOF>VYv02llp
zvId_0JZ}8FQ&-l!P<>+kccnRMud#jgr59)G(xs-SyR8{NUT|>0zOl*!agcKWhdJVF
zHQ}o{;cGY%VAzw=1Ss!MBl#5<;oi<w@s`?j5Zr5S2|1>{Nfg=e1Q<*Tq5+RkPh0o)
zTY5>l>*pZ1?;wa5wmOKoakDR&h3K&kMQO^TJk%JpIf>|fR`&;Mi!!7ny$Z|pScZ#G
zx(W5vrOQVs)kEnHkfJTZPHjEwV~=*w#P980VYWyQ`6JMAK-aDlnws@2=+Ok>O$)%Q
zDyIQhwhch8M~|)?Lx0`x{*6Ci07Sq_prna%j+`Zp$`)5C(<Etbh@QZ!0pLqLNAlD)
zBm*rURc`>C0JIf+50RWjiFzpl)8A!^opBNNNfDNx;|$uu0sOYA9(zVN<8XP$%{))2
zsO1@>X=Vr^ROvs$N*t(hKwdnMc6m7Z6}Zk4)2-9ft>4_C%h9!yG&0-gaNGx~mJ*AO
zKW(WNn!nTdZB+0#^5J8{r<G&rceO&_fW27RQ^8`&ZVZ407t8{L32y%^{K?GIi<hsa
z@ub?0nZaT-vYtXB8QI3A!dLY^-R=pwf64RlY~q4;=Z=PAoW+pi#H;trE*H1xH&Uv{
z+^^dYTD@}|%fH+O^np2fmTz8`=MhkN70QETW~Yx}8&L&G!B+;MpuiFC8hd#jbqE@L
zP6JWjW|=PsVVkCXBk}VZNqr(ew>RXwD7(brO~7O+HW)ccK;XbtbbNVNK7G$IdSvV%
zSfC#IHJVsuY@~w(I*gXcnl8ZbbP7IsBy)gpV==p#a*UD*YnuwK{x~cscw@*r%<{VG
zvYH5spZaTyk<ei$$+aL3i9)Kt34BFB22jJSI?16XpY8xGgSX4|169P$Ajd9f^{1qz
z<qf;1w*tBuMMJFH__x`LP+``rn+uFja<H%;?6w@9Z(+^fbbs)$u+w%x0EcZBNTYPr
zpo@X|!;5buon~{V(KNa9D8J}Rra%3E8u+b}^h|crrd}>}8JgO(?EN^qj|!yz8Ag%k
z*5PMM@8IO6-^Ucf;?5TjYwBUL>HN*(mDn?|&4&zsuc?)#vZarMR@aOZeY*dN9~6BH
z$`%@0w70-`=w$s`E>fJjT5?n=A5-mV;?QulYSvhFa@gC%L8*WAO15|4)AUk#$znmt
zV(vlc(=@bR08-fI9Ey8z3NQuxm>xnekuF`LPfKGTsIqNmg}!p`w|@e$RO=<vN<9F&
z^1k<WCQEFNyYj;vQS5ZSUG1NhW-jXXR2x>^itKxQ{i_(WMw<p?8uuPtTa*4lLaKPm
zt;VmEv*?Zb673`{%b0pLUAoYSKveNlPp|V;S9?*x@&<jhKUvXr(ZBKbb(i0Lu-$S_
zyqN#I0F*P*=N<vIf|S!;iGRhpo<%SK<UQMp=-*%-OnbBrJyo46&+pALSQPNZ%Y#A(
zTM0meS^l^6(ocO{IEFDbAQN-15w=1*sj2q>E&i#zv^)Vq=SsVT54suzTh**Wy}!_#
z?XVucegWdE6R!W8o#WsKcaU<#Ii%SYI(99rHb(={iG<$I{_I}=**&k!Jue&c{Kc7b
zo}IjTyhPl1tkzb9fB~$8HRqFWd5v#*se5@Yro76oyzzN?-O~bK$6L9-v#6@lg-g7#
z%u=zeQqL|~&db&3JP8($tZ*JS%VT1+=O4XsY18u3U&~(_k8b~zE#R?lD)euvc-~au
zUQ*#$QsJeo*<E>3`6GRFsmNXj;Uxrmus(DSCps*j{P{5~qO6yhoFyjnj8Sr0BbrqV
z@bqr^@0TzLa%EG1YPgZ3;9zyahHN4Ie!GX9KpT{%O6YP0;`|zNM^jF-=|;Fm_#-(v
za&TO-5;?&-xYf_(4o$d>rkb`hCUVA(PD6nZ@|{05XmJp_83tdWASG}1%E2*h&l_mS
zngNba9XZ(|B~%{j!}y0#V@f!<s88gK_5BJY%T5V{sZOYPb9?gmVzq*j<UOfpRWnf)
zT#^)KU_d6z@a{{O4qW*nZhn!~ZM$G<e4^e-DZumT`rhl7s%JVG>DCNX0(tFqrpF`F
zXsxldhfU|f_qgk==kSwXcSfboqg>Ag!p=J7Nq9fd^T)mdPf#;M?oF?GCwmE<pJ(v(
zfQfAUM=1eFWyHBRVqH%|AFIr(wH#bw{+e(RVnQLb7dFE`%nL9O?S}u0HwC3c*t7vY
z036VkLRFW9xxyI!0OxWr8@D}umsBs9&IgwHVX6~sO(3z4u-e@8A(-C3*&cfK#h!v=
zX^N}>JM!6IlRi54Krk%6jmS)U-GOeoACUAr$V`VQRiBOH`&WcPNE7wm^IbNVaKxGD
zd}>53*q^uu%!fwmgn?Zk&{T8$^J1WyTJ33PZsP)~=}&w1T%A*$&HVL)j)9YF#XZN8
zm#i0lDLk~f$ilgtIi#-BV08#}5n2RJYIR8R9e~C#N3idOPEv#KUwu%Q=Sb7b?pR!*
z_ha2cDCq6)J{`f4>4y3yDT$H;fz-Lr7x`y}mmFW~eLKI6reyOfs4lkvWp|FYYHbNC
z4S^@!lvXq~bc74Z`KXtI=s0D4;NCT#8c7#&R=yIUrDp8Fiu2osV<f1s)7!7lnE4+V
z2+t+HRO&jq_$zF{Xam@jfL{)k?D`wD3We@sBb#q#&qsK`#>whL976s}r~m{_x130(
zo#wlcZxtDXHeexVDlIwHEyi#_z<VuZ*~jq`OJE9S<vCUJ0{I+0@Hp?P(If-Gl{eV(
z+NO;8fWC46zPZ2~GJc;t`~Hng4yGH|rRUE(&k%Li*WNc<xE~H%ZY~^7w?(`=nLtgn
z9&NV#;yMu?K8nrUw!&09ZDtQ8o|V2*;s5yla?YQkClq9U)?hrPb6dxpW!()b8e|L9
zAsOn?g>Zg<MBk-(0-&JpvwTrua5GY9FnqsK{J<*@hU-1T+e^X#8zzk5OK=t^<ZDQ<
z|00s4em&H6AO`{8_*j@58E#|KR%`zkV3+ShfY9V37)!ql4m^kHEz4OkI;|>xMH2@f
ziEX=B1*2nVN+v+{?|<#ITJsFwE_?Vsi4Af~RsaV0PcMhK+zKmuDe7Bq%dIYb$C59I
z_LI9u@9$1UgEdX^Dn`&?=ij@puRiI+AhHP;B<|iz_=splo`CJ463Ccjha{n=y%44q
z+W1Ads^7aoO(Kq-gHz*b;b3PxTpZ|S8uPFG10?8Q0~T2&i#7N@BRw@CejlHsu!yfW
zXLv2zhO(`9_#a7U9u4LHzVVFFjCDr#EHkzuM50ufu`7hgnq4IkipVzhv8RY4dqVas
zW#3CavW0}~Th_79FlK&l-`_d@a^^7Rc%J8eU-xyrE)On1KU9lSoJWa?pyt2dR7L`c
z^i*F^J?ut|7=MzG`7&HUG1-2GaZCD3zsW8zSwn(tHINmHc>EzOo1}69mo>xnY{_Q#
z`yuL6gz9kn!mu!h{99bbhmV0gWVL`DpJHlufK)rkFM_ja7TuL4d)j$5Ed&X61)`=9
zc|9`zD+OPobUbcGYOeuo(7ym}F&Ob~|Kc`6YP|=e-ogurqSoOQ{OJ)=%a&RITl}=q
z<7rgefcQJyC<w5PL@`8`r2mzJ<a*ooVO6Q^2JcTcHJ$pB)=z!5KF`H`@4INeH#F$g
zCv8q0{Hy@+uqqDnNxXo*GQmIU-t2dL45s6@qRn9k=r>Sk$l<-6Jh9I*<;gVBwbqzC
z5->dEp)nO`K7PAhy5MB`XhTTKAVg4(6qU0=(yZ`FIBVm#hmIhX!rE$DRN?aTVTW|N
zPda(q?vXt6f2(aFYlub}ekw6csdTl?eo^|mc2f|GNYE0p&v8}H^}o3AHcAlj^5=Vg
zU6q1LQd37P&DLqf5L@ho(JL2<>IAcZCi;WucC8n3R&<`Rcx78(33yCRsA_HcnE_(Q
z(B^-=z)T=~2s`(S(n?V&2xw_`V2p3{Nm_)lh=3Lf*I%p4xPEzx>TiN9f%d<cy2DHz
zii+uhA|bSilk~1M0t~c=kN9^G#iW^#>{LQ%_R9P0?P8FN0@1kLOH_AtOJ6g~5M*F~
z8-^V<#QqEbq)wd42Ar;@oKJLi5!Y7PLvU{$DRz>>UxbG1C5P*cXLv-Z(-Ams_ARxt
zWnhHSh>k-vV@b5DIN&m&1G6|qMFbgLl?8!@+{J#7r6%O;e02INe)eJX*sGk+d7moT
zS0wYU8x{5%6kZ;ZJbPt6BotPYXUGK*Esucz6@4M*HuK7<7F+p8l8TzuJc86LSy9G#
zMw$mQk4reM&W7-(=AW8u*(lKZ+bFrKu*_$W7G9>B$TbMSY%1^y76?NKJZzLM+b~Tb
z%+``cP+LX&7Xz_@mIy2PCU;&lE`kjn3VP+_7k%ZgBbj_@R1-$BbO!Fntcjr5Rh{PX
zZ7t4Xpy1)M2xGO9%sO^jP>{$DlvB~scX`BT24{ka!0rk@dHGQ21SaVEDaDR(-)p)B
z{}M8o_eFsE4rFeV<z-fZOFpu5JUwcFrw1Q3Vn3=QKNjZ#{NKw$KD-n-)s~ty?Zr1`
z7qboXs1^Ld5@Az*j;)CfxD3ACmYMCCKHzyStC)f9AcuO6W!h+I5>@!3+R{+EzFjcU
zhsK|!z|brmdL7;{Z${WwW3u2(AHdE~Xdd2pL8XldDX2ax)!h*8L=cy{jZgLbCYL+>
z=3n>0f+?qI^;Iv)b(<@d4_3F1^R0bXxZJD)2%WIz<CQr~;C|~SCh*|P=3nX|CEez4
z!~PEm>E>r!vn6U;)_*=9&(4oIgz6mB?Dh^-mm=g#B@3)K5K_-MnIA0feI$+dY-om-
z+{(1J?}4XQMoT$)wb(Lhi7{K=D&)}m99?3rBGIDu;FV~o{ZBD<$wwq^KNTXl+^&#?
zq?9mHv<nD29w0MOf!+8u&<Kn-6W(-S*spm6F!-K%i)%6G2VIzWxi-XG_X{jnI{ygV
zTZa_cZsl1vuwM?B41)^lUR-_u;oZGQ54=<9)aC+)(5--ez*}UeQ5%NgH~j^S<5skv
zc)#MNKY?EwfdVO&7$=b>nN8QP;kJ3muO9siVd=Ih1v0=M1rw;kf^giiS}`g30vf=K
ztmsa@I}K|tyEtx>nfAA9OHIWZ8jjGor_5e+nsHoA!xfFpImv3aTytE?*{9hC9z`eh
z@=)m0v@LURfva#2RYXN`D~6Lh;!g?Mdm*!*YJ$x9DRTMOn!u_iyQ&Jin?~)g-P>Pl
zEA=@+`Epp0A(HAk$J&<1+J5cYT65Z_bK2g&wB2@QDKfIM+yXodh?nXSTv`z+>iFau
zCaK3fvkVX~q(n}m!@%U0*b3VBoTaZx&3>uNzgExKDDCe)&yJ$Mbwz($toRmjNeG<b
z4XZ(|nRx)o$u*KSvMu9`5K@XeZ05^w?XM!f<ZVfZM|Gv6htx`M6h-enX^ap$>{or?
z%lv1f_s!%57Ve1~jclstJweLp7Q;XKgnq&M-j&z>O!j6d`E@@VdzNva?^`w%&=;%u
z*#-UM$?g4wzUm#GmwB&T{wtQ>Nngz`DK9XW<1o>yz03B+z@F2!=Tn@8mv+ae6cS9W
z%Mn1Y*Mh&dkZB2_qG4}YB>;)GlXJ0RtW9y2Gd7ylz6Mx^=%daAmv=fwrTtLU7XLEs
z{qp$qQ;1;~2CjCISP-*zrv<?ww+~=zcUfR<7tmc-BtiWk*|yU35C7fg=QVAI0G}o|
zOg!?;HbS&iGo>FaYdyaBPPkf6;|HJHJc4x&-xUA1%W>YnH|%%3NMlV>Uoy++Wfd(H
zuivXqM9IP`+py*3xIRP;$}G{>qhV>NXS&v_J>|;F#-@P7vG{jip8ssD^rL~!HY%;Y
zn8ew&<NdB$Pc{Er43+}_RRr1|S_s60*KYMaHj4@x%+e2D-rt!X?S*|8N9d#L1=1&e
z9-=a+e8MtjO$t(HB2)H{cNdQ5QN7tK!QZUWCy)(;76G3?j~Rlr4aYI9FfxWr>(ntY
zl|!8wd}Y(fAPM+4XTyTG@r<w;A^3UQ#m+amz*TVEfoTYQ9nKE502CphJ7o33eCShM
z1tWUe!}FePA>)P<Sm7HeipYs+!y0p3=2kAw{kxZPWGPMkK0XB5%G`WUE%Sb5%88G#
z(FV29DIQ!c^a3Bzy_C$WeUw$+hm?gqqh%cNSDpi|fd~pguQ5>xt0{=%*`DAs{dMZU
zAIF&M6;#SAt|uE)dn2V%OCvw|&RSL$N>|oYU%SitJ=>M+U}Z07QDw0U{>UulsBYl0
zOz55YL1;$|VG>fzw#oG}9V&7h=C`)q0=cE2K#_)y@tT_G(<8pG)FcY$857D95kK)z
zf|Z5D)_W~4{_@;4D8x;dcr}g$6Sd=E7EQrQl8#d*e=9y%xJlM+9q*5F+3MJx<*2)D
zqg;+{icg&LT=e}>IZ21w@Ze4Hlikiw33!=skj{>|_lX)DX!iN)>!F^YtCc$Q;_6|x
z0%$;j#5V-Y8YVMsv~66(*?;zWa~tnC5F%6ivTxJU`KE5jZ{-C41m;e^>r^x~W2v|j
zb(~1uP4Rp8!+Q@5Pcnf%i>RlBb}zkc=~a{ggWwM0>iRq0&VZ{*YA6`qt@GRFNYBJ$
zYaFIxLFK{s&?c*ci04yQwW}ka(tn$};&8*sk0q`)H9b9Ec*DpQ@t}`cFP-PT!obz1
zAN+=!jHgQXcNagh>|%6HMoOaYvH*I~0^+>;8NTx!d1K(Nwun*)?m9q-(D;K>pyks3
z@C&nsCf|;wvixt&Sf$C`@DS$v+23U3F>)I1dKGX+Bcv*wdij;*G8W<|vh|0-)r;P_
zw~-D!tVDkUSP<;WN=OO38qs!S;(XR|J9skZPOZ?S&$i=3YZ(%DKM2IA!cg5JWDp2y
zBdb-~Bp?9uMxq52*%JPs@~nlB7xi7E(%2$bUf+Q-<aFP)h)b$7R~$B0nklg(s`PU~
zTCyMvcDtw1(6fSyfx4{)z4YwRN;Ye^YOX*vz?#l-44s3G)X=aPo{u=EGi!B)>d`;g
z7s@KYEWmD_5R%0JmkUI@O9OHTB<C{nHt@;Mqhvzm?qp~JQ;b?Hgq#p%x(jzp<nfC%
zonEgTg$SOZ>k3<O7SZ8%c0T<B(^XU6$C6-|0GULqe-m(ohTv*GeZu&qXdpzC3tYZb
z;qGw0;6T0(PcTVd$8kr-Xq;Hqfma?HvS?HM>5Qgrap5D?k&!ELL$7e$k6qH8B5=!Z
zAL;jaJ(m)xANcnb@XL0eXo7__updFFr`RhPMG*zQ|C3-?;nVoLgD1o#rQ;j@=U%P!
z?t=vc6s~TsG)lXJSZfzS1y+a;H|9xH>aF3-zG3)KJW5T^*@b1|!81uLBwW+BoFS4;
zIPsz8!`_!t_XMVh-?+~s$2&M9)4x1?KAArD0{8TL`xbv@{1d8+&p218W%KeMvWD{<
z*ZS&-7wg@z<Q0;b!eL9}qH<gdcN;v`GGfxQ4%{=xuY+k)l>`p8)35+8LOZSclovwa
zRQOUGsTx9|fr1+`8VNi!Qy^h=J#vC=LEq<rKWi}Bqk>#`XaCPb%1qfTD*0lrPg~|@
zP8zHAA&qV!@js;>`R{RC&}K#*YLmgWm%I9&8{LWfQi^s`p`Mo&c?>|`09L}DLGg#B
z93e!j?#RJ3V-&Oe4v4Y95bGKNT&~NOlS45Sl_`G?N^5^u0#4@2gX7TbnFfGK0~_k1
zYq>?&er^FcJb_k6kZMqyNl@!#?A})D!K~d;_r60_b1VY(9KjzL-DgyTd0y%5I8M?C
z=ZoL$FHE>zm~htOqi?}tWXNs9rXByGqU(7Amvcy5z55)`cQJCs<-ZO2sy{QpuRz-Q
zBxE&Axc@U*4(<C#?t7%zSE!R|RGVSMQD(rwRhSMKh|lx7OLIntE)Y(uvShK;RyYrt
zbiw3v<R1U4bJ=Fnd~-8e<&msd+?@~W{+%CW84c5Zo{gb{sy^<Frgw+*(s&zl?=ggy
zYD>q^SQ5nTOdIY&gs;e%SQ8T}9k*2?Pz7+++zVLrTbztLIY@L9XSRkifT=)L9r~Sp
z>YE0#E}hj@L55BL&R{%0Rlx=whN<p=K8q|*z;X{ga}3NL&N^3S6BsX|*e}GW-p?y|
z7Sfj^36$#&IxCYzrHdj~q3wOLmH(}V(bmqYl#|<I{f`p+nok8{-FbkR{()|}=s~4+
zl>rheNHjPTc-F!IN=`fF__`5_@XJb9yh&hYZ_eAk1Zz{9qjzFu5qO$Bdo@$(A}B1I
zOZcmBblLu;kRQ57$&lyYUQlN0%D>#6=(ABHwi;38mn8nXSbd95f4^WcCvzY%z?p{}
zr2m6J`|}w|LcNf!JE61v_YhnV=!9FgoEY2dH=pc;)`Ity7khTj3vNTt_I&g`|GrSt
z5e$%s3#ckZCTxKQk7ZcY%7z6`OM2WhF3})`n!9~YTNA?-L>qfw5sC2oU7R`L>An<G
zmeJ&UJhm>q;lDQyYPHgukMhfKyWdfm!@s%p%}qO7eHfq3^JP}Gxc#-gW7yPa)%pZ+
zZ2*+Y@GDuau&s8d<*QcbW<(G7c4f&AJ>1WW%_}*a^=)kIUM`Tip#d?x!we8ec(HRk
zw$GC-k<SO;BoDqb<Gpn#+(2q|d6k0cBB*)P><9O?fu(m)u%`#ZMZ?ya^rvTyE%@4(
z2krf!Z!#c(GB7CBRw~qAtOg%rxJS=oM<2O$gF6^aXBQGeV7Nr9=;#0gioo<2OWNnW
zaf8!P)q4>x1#en1Jj}$WFj?y~CvGhTg6dwH!be~fuy~lcNBVT!bXK4^R~(WFNfcZ7
zJ?(f*8{aqW%ypf`q#r{daarpt>4YMx!7)0O+_V^ka**yP_nUA!BT~H7+v(*%Xei+v
z8M`eQ1D@?zs+zZ4a(qXfIyI;b_7<GKgJp^MUfZ{1+I#8>Bb^^@r?unVd1B^4K}YK<
z+K06R{q4=jP|2sqSUSLc)l9Y23Pz1xKX?85Iq`M2bXT^hnkW&SPp(3plInE<IrR=g
zzb*lK$-wVx1DS8RwRM?9&zk_ySl+j6bVN4#wXVtsZI#%3t#jAHv=RDt7d3t5(H-{=
zR!BW7;TbdGJu5Gmy0G%<&bH?UE+;Oh>WMsL<A3%x<dxIAe=ZptPN~jrr-Hd%O9e`$
zZOqyJmBAn6Oga{P_`Brv-16+L*y`H>)mBFLbB*r|Etq&se2O=h*B<&5Wmd%+bJ1m>
zavMy$J;$Mfwh%uVVw_N*?V6xtO}ONhE*PiZ=!H(!n(IQJ)k|2SI|VKY6TLob=q0`V
zaWR}g+u3ULBsmZPJg_Hzdzlp>=Ui<E>Cfp16HjG>_0S<8*tNb2MNRWuXca_mBd$c>
z<*dmYeBkgC;dyyN;22>{V+RWsqX{l}mONC+31?~p$mfY1ockBQzx>MH_~xoa(HU>i
zW6_&9kM2!f62DcTmUqhl+f&eQ6fwIo{HDopge=2I?l*6|X4PC-c3-+1rTOdoxue^C
zC5p{~>kCqIZfkFAYo6`9ZiB_KnU5QS6>b8ppaEfteK!hmdc;x$^?X7_h7eK#`-}u}
z?4qErex6H8)A+f10lukY<h2SNhE$;5y~RyKXD?A^9<~4!vkd7Jx#j7W3?L1VXH3hQ
zh`cMfmiLS%6g2RjE&(N&yg11EDQH>>$%Rk_GS^ohIC176<<gE27pB2uTi*>xe~0-0
zv<#8KygEb`N5JLxnwc)Me)V+PbU7)jT*?RD5AePO6>hCS+`rD|X8&D%)0fnDCmbGy
zJ!y4xZ;KRp+*0}y#A5@Kd=4oVPL!ViyCZYvD^CNI70x-q4+T#PTvO^EqFKp%*;G24
zJkw&DzYly3Q%m0u{wg&r<u=}!oT&Jh7yge{xajKc2fStKnFSBBaM~W?!m^5UK$dMh
zyGHR7YU@4*zBD094&vA<OM1^iV$N_*A3j&`6(@#8o3+y(S!%l&P8S4GHFg{KFfs(f
zs8)*7utqK$;8)!_8>Yg~{{keuBa6e4^xZ}Q_;B9G+Gz$IMcbJV?mr?2?fk{%o?wk)
z2%%#^2Q{<fmh>`?e?#CL47HJxZV4N2D?d*JFq-O@Yh@os=8<V_FLQh~ELZ(82u=o2
z$SdHdbV{(j`teA%wXNGZgDDd(UHLt>u`Bc<73|+s<C3HDwO?86m`18LikwWgO~5a%
z{a428Z#e*C?I1Q<(}IUH)xU2T_f0&u@NRy#6S}dE@b#YLo$&H@`d#woMrql^KBa&0
zu^O*6?>+Aq?v%Fap4#9amyhSp`;G|QESpGK9v>djpkybL+sDin3`8b*V?FJlr_*Vq
zAMd18-+^PQ47<B92GZ)~e}q?oQPOsXm@N=0_|-q_5hJ&!_R;~bns&h}5&%P|I<RJZ
zG~*V6G$Osg*k-ML8a%DT|8V-?7$7Q?;BbX7gClfSK*JQ6WE(Z^6N4u!J_mF817L6{
zs!(k!L^|kmcm%e9H9MF~(kU=Y-6CWr8EYPcD&aDI-WuWy_S&ZgJDLdReqg?KVYHzT
zhMaGAZ;5+V`Z!NWhM{Db!%k`P&(l5>G{y=x@IUGJ0@q`A3L~6$9)Qr$&Ad_Fk#%y6
z09vGke*;{Pn^nyU$$ev1gR1%DtB&1&zAtSUPC89&EeMG~2?t<Zs1S04NpsotsaUFH
zOx{;qWO9BjE|M(}WV+mHeTIW}_jxS)M^ELQ$}!NBwL?y;2s{y3Hj;!mw5*$RyDb-W
z2$-3X)Z8>`xyPQN{=R-e|LDAsPnQLwolb8qQwY{yjcRZWnSy5r4N(jrx_@`56sYND
zR>N2h<Zzri+Bt1xBpVWPgs&+~j{mpc;quT~@SSyLx65(}Zu!M^>Z$Pr8=8t}LZ}Qm
z<PBzb*MZo%?};Gc9nbEu6a<Ze-YiW3`t4E`sbI|<i#(~<`qxvlk+J^HdcqVmXZ&}F
ziVsqXjpbjO0Ux9)19fdI%II;vjljElh0m0gu5VX)f_>ba$F(lsc+$H@^zr?^UdZo#
z{`mxIisJ4$o;%~3$?SUE;JveC#oN4WM%CD9TdJ<i>^zSO|0dw``!g%I#HQKlC%lF<
z1KzwRU0nx&ZVC*+XO3xqN@q<zz22F;gzATYMB3Nw9t^qU2;T`6(pR4k_`2MqaM#%Y
zbLzjj+egYf2pj-LRlVpsq7Mv3<OvE>{pdTWoYeC7{w;0?CHb`6KP<;wlm|pG10tVU
zk5Hwn*OiBi=%4_0JZ4C<l~HqS<;r^!Tn&&Ahg&fg1vzQbK^JWrlC{uG@3D%dRKeev
zhJsIu#h>OmkT7Fl+5*Pcx46;lNEf59FQDp6P?>69)75u~@=qin0GEpdJLt~213EB@
z$=PPg<PgA$nMS3Wj;@%FJ_cXNo@Rs5B9591Nf>tXS&ffk-6#|85HXz3?bZ9l?D=c=
zx1Qbl&XA{;{S>P#cK1r&V01xJIWs5o%kG??^tU_G<hiG^WU^<mp*wFFLapiFXXT4M
zRpVvWRHv)6l@oMMWUm}^90|gf+txEULV8uoqzC^+dya8fbU(8<>DN4zR1G~JHbU2O
zTA*a?!`(FV^4Dy;n0e^Z*B|GX#V<rhsOEQ?x6}S??*9SVZ^`||y?Zt^*j{dt?_ADx
zxH7w%jucXiFDr+3OTD@O#Bw@OcQdY#&zbRM16;LGR+u5W7^3QW_Y)`-2q)7@LeC>{
zQq-0@c5obXM)?r$6Cpa&E2pM{i*dHdS$g`8K}s-&A^8PGB>}Ph{SBFRBC-eMQvdKS
z`9~kYge1a6+pmsOK-I=J;_dirW@i+^vOUn7uqrHvSx$N&a7FEVj%kz~F_;aWS}shN
zE&{Sjte`rALT5z^j{qzNi#KN-FuN8dhTmxcHZM!QK+s3`c4cD^n{z=ypQob%rTkg@
zMk1`YA&|1JKN&#Ct+$~b=Hm`YFR3$H2e^RExiYsvLgK+Bg}ky*|FF;BXSttu{Q3LL
z3{0K#e0V8EO7BN)cXHI{G5N{p>{;zH`L|aN?;H+ZvAP-BYnWSU%FXYQSUC|J0kqWF
zTg5?2Z_5YbJ9;98AE>O^FS|&&ZQ%W<iGuc(TAkbYr}>o)U*CquHD;M}50TOP7zL95
z9p(4zI<Z$Z>@V{D@KBc-Hf}?h5Mh@;352jb7F$KR2<FQ#SKWe!l)SwbM)>nn(fTcZ
zf><CO^0PMRIXIOugp^FHMKUU@>_vfzQQA<1JY7a_8zCNp64nz1H(ZskO!z~Tdq8wE
z3v+?WP~2w+<rl}mpg44-`1M|1>yqp4Q7R<F---UTg_=qmf|Uj%@@$LNOW8Q8_4=Ys
z$7~o%NWm#|8^+hzY6py`?#B7Wp=8=aR2%&^qLu@x;L9eV<vaR%q*KSjU@?j&_pLqy
zwfu8wpqJWQ>c<B}09e<pQc?E2?d_>s{Y9^;I`+$#+n!YrRo!!A=MvWw3*!q*;|n)>
z3w7;3oxe1k_I5?*_TKsPu-A#9g*U|_v*#7+&?e_JO+_^$5`~vTxK+5+Q`w;_XdmGY
z&x5gdJ!7>QuSk;vq{&ycJ!hG^-u|<YPhZKr{ouiCG%~7I{f2CsQ`*g{+um37pUd5@
z8h&}@ck!cQv%9?OWlRt3Cyn0~{oQohGCOPat<K&m&d72dD|h#~7acqdfT_KPa^lV8
z>|(CCjJ$cbcfSQeqO@{@ecUuGhGSdMu_EQBAbA=-&c_;^c;5LLL&bFmlk?}1hLu(f
z$4ybtkU6k&d|`J^d=*ukET+@r{HpU7GK2(E-p>JNC92v8nAowD)(c=4iI}I&OC<xr
z@rn>&y4gZi*TC5L^#wJw9?)}^Hg@aTXuM?&QklNqp)obh`XFKOo`usJmacSP^q3V0
z1MVCIwa9PQz%e*BaraAO{y$P{4ejIC((w;(>mFpL+j!Z{b-gJ`blZ3z@OX*u0I{jq
zOekFj-D-pZiXMoZxWn%P%HoY+z72tKdPr*;ka0q)v9^pecn2oTdmqZcP4Nx^M^H+I
zH&Uew>!-Ru*i3o&><|TfdVnVtLWb08tL(IwfgeO)L&FR{r5QvSzt$)`Hn-V<1Nk1L
z_TehQw2uR^jkLD}D3KLhPJw8Wd$iUD>N5z4><7=m(0H4sr`RqMZL=b7n(J+0Yls)a
z&))!o0<(jMUa?kErOb5OQ{BO5l*$JMiLXddc{r=iWDM9fkx-!`G<PuQ+1n<!OWRy0
zR{ny4Hk+xJFE@{OmnX;Z&vAsd{oggN3QAXNz1Kf^y(=BoV@}^PtA2R|OXM&y&<IM<
zt45y|)VyxfrDaP%6pGsqkQw>M3e=4gydMyLV3PLHmaGgs^ZlkS54vV8J^u5axQ6yS
z`={*oD182A6J+V&2Zk_Tjb(olm}PEDY|r4T=eQZbIQ54i<IJ9+W9FOP-BAW5A+}F1
z-!*|f^nim7H!qz%r1-uDa#yWy9dximV>HECBiH&g4sR-v7^nkF_tKgrANhQ;1Rgos
z51xV>z1D%X(mGe-SoWTD2>2B2tN363Z=QDUScFVZS~7z_p?Dk>KkKT4*IaTlZTlOZ
zZeU{{KbfKv7;>z$X5#aSNhVTFLS!EOk1h(UooU|{Y^pRb`KUhjrnaA1@A>)0_hwe@
ziPWM_x7rCxGoFH9$fGF_mh2FrFc4`F739i8yT0bEx(GKePvx$i-^*YbIdkp+(L2eT
z7kc%$NI5=svNW}6{HuGJ!>`a%SA_5L3EojJZ}+8=*7e`8FHM-Q|HfJlf1l>Oi0HB6
zdwcCS=EX<1HT4HSUzKJDq&L=E)L*&!ToO*nb{4xc$rb%E^p!|&0IY32*gZ{>I|kG>
z>>#*PPti~BU#+`DA3`TAh^%5jH=Vk@a8)Q6t*O(0FG@Dq{j2zyC-F~7NRE?kBpGUp
zrtS3lhnJ>c6_8zyYe~Bwfy%j9Sdl;oCDa%f1lSU3ZU?o}TD(>w{Fd5B(6nOYV3$Z>
zJ_*!4%xduqf}#nC56W1yVq|8(Ow+eJZomM44=#+n=q;sRSYI<_wX{F<dB~0(4%~*w
zFfV~SQkt}9;Bu#5fE^eE07rfuX?d*zSC$vXW8L)tAP~%@?qPG_X|?7NE_(MFA?qXU
z*6$cQ3QbjLER1SDPF4pENy|(cXLeaqkMKTRC;r9dc!zFBjgRm5FveNptSJaE>Taf*
zmxoKx5upHUuxeh_avUlKwr=QdSSv<*TjgHsbHHxiPt=k80DJSKy-{71tahc1ovDyy
zS4-l0Lwm`*OSN1Go*JpbU=I=o4aws0S6E~DAS}~wxu=j;P1~y5_E1gBB^NDc<yY1z
zISi3;kl^JR4y2_4&A_i_=F8Hf1&pb<fy?FmmNM+2KRW?dY7uqX+hK^VEGWpI`(7<<
z^;oT5MYw>R?WXn7y8<`b(nFg9I!(1*bq5JCKds)C{L66t+xS&@qp2t#)h;cgMSB!h
zJlgC`oF-Th@wqLC+&Obdu+(c@3xhJBz>Q0a9uIsDCkPXr@~frsE<O$}zsA`tv1sM@
zW6uMekG?04yXm_$->5mJbk)Gx#|4;ONmbrE5C6qwdY4ig?$7Mh)#^)p6bS#0Is`o_
zBQ(H0v5Pp&s6Wh5q!L>C_Y(Fn6Te$AA{tbK1Z-rb3?OW*tx)dkTVo!~wpWt4rbq=b
zAvgT%NL(!lMSZW^{ydN^FsV>(=R8y+o9IkEdz448>adOvnOcYNc8*Ioe{uVt@ah&o
zp=00!w^8N>;7$XLoL2*HoOJ&Mfjq!<H|HCG+C0b>Ohkf&@H!f~`B()#HaToKIZ!R+
zwrT-%Bq~-|X4f2|!ht;eX1W*0wa3i0i$?A(?d>gjdP%Q3+YF9m42+<SX|e%?*O;bt
z(T2~+v<<`e<4j~UZ8w7^y8Gb5oL^GK-{|Fw8jg4&0JQp;(;tz8Cbz2^+QySZ-9AMg
z!KBl0Gv-F~oX4Sz3m|P49Zeztj~1}svmT;8Q-bI4&TWYO3*jZIc5xCt142e$yO0+K
zVJ6G|5^@4|+u@(gvY%eK3l@TTAID&Cx*148_OR-<V#BOSmDuj$yYIwqMW4>!zBHAs
zT}ESk%G3aR&WZ6`RzFYD_1rsd#yq-;&SLP~cUrU%yV+Hu<df6t+21E4u}<O=j^cy%
zH|Ru3YhmJ;KT?u+J+~-{;d8J$xtn#mQLOL~q=KBt&sq@Fd<!eQW>hvHOh9O=muNAu
zKd*@OF^J@!nK}Qg;@N4zEXkHrErLltz6spLFGJYFc=%LB!y@dF!3Li}nnBIgFh^Qd
z<4XsRzoz7e)hA(`k<I0}{)*Ka;6(EmB-iWdM^t0Af5AH5_)}Xz*aK9qUc%4^x8%-u
zK`Z7}{F4>{{5oQ%jp5p8){>+uJey8v)3AU#1E8%eHn{T=gYrSMuSVCT`2%VGp>ZsM
zz(=LNtrBjAR8cM{@nw+5bP17Qi5b^#>JI(PS-8YqMGVi2fUV$w>qDZs|FKgnvmePB
zo6h81tx{5PHdgejA|DLxoC>Qy&Gqf~`cxocA(v~iZnt&)02L6pw3->Pg_lMh?^Dj(
zO!;hTZCV}e#uXi0eBb<HmUzSOz-qE;p{JuKJ9x$_U1@c7?7Rc>V}Fig(N|9_WghL;
ztWLO&z1DQ~DCsrK^G14QW#H`vA3U6xpI)-fJ@?!`nGnkE!b(;f)g{vKQ(23o05qN}
z!lvt3?Zu_c@K<{XId~}ILZ=6BIqWr}GcpLp*AGt)8eaR7O6E*;4&LH~1Y=2R70em{
z%;hM7{!D4L+n3@<O$sjL$-$LBkU*P}Xumm2uA>||0E~ckSh?I8?#3YxMkFND$QD+G
zxQt}>)sg^1hfKkcDKEG{L<`<yCHE1=L;pHE?(}pzF%i>3D2ujPq9U`f5pq9I%qh%=
zZU?Icj|(`EO1lt=HE^P6eB@hrzr51Hn#O(Zp2&YWUnA(oXwrd=N3iUqBB-IS5)e`D
zsZ7hT?7jFVA;aZxD&Vbx%pI%B*LxVIt8%5TE&{Gk_}yI7TpnjSZ@&HZx!Nly??pp3
z9fN&Nqu1wL*9!y6>1%Iqd-Zq%7T@^?vQh6c=H&*{-alXnQHzXf?I7CPyTGAB*P^dS
z$`@8tTjdJ>8yMIXQ;FOd_|da$+&8MbIqEV+blD`j^eyW?fL@mUSZ5M~?fD>E`J=Sf
z(f;C}Ybk4Q^=kUgjelg5GD_EDTW5ACseYVx!E{&y_DNOA!{)-;3jDf7z{t5Th1o*}
zra47YBPKWG@3QFSS<ymRD?jC$Y$I4NlS6A_;eed>EsK7w6-;D-!X`Zggi4H*Q$;(*
zpm<+4n%3_B7ffdYBcD=jJv61_K~jLoDvy~5^`pbpS&4LNm+Uz$hwNXSe^6lnR|Wq3
z7}V46)`S@@G;=W-40W~sS$nrS9u%p9q~B-}e-CDqZ#V=eR{AVy=!VYOXsbBUJiXGv
z#lbs7{FRpml>UFu&I5}Oz>EtnudpOLs*1KC0$6|B2JV0uUtB%R;vk!B_hEI^v9It?
za0=%%YQ*}_bwS{aBF=>GZEpT01V^Hjm8;fAUh#Xs+^F+&`K`ox8y&_8&jvhw@ZOY_
zYL|W)b?pErnj*P<3Bwj)vql>D#}(-RU{k+$<7hkY*rw4Rdp1z8x8bBL049flpY%J|
zo{Y2Uwt|4^34LJce!?5@RL~~z%VYSC{JQYJM|(g^&Q<;6xwQNWXmC(C@(2~*hUsqv
zY3MB6^qAeN6P^)pPTrx+WZL9Y@VHjcme@xgm%oj+rW|~sqY^T=#ku(~4Y--+sb&Ih
zsvZjs`GRdw3t+v&3PpA{H${=S@~JnMaSGdbQ<me!2|*&hOdmzuo~KC1ZwB~yZk~sE
zHy@El{<Hj@`JQL$a%|z%A8+FJ)+@y7d?0dEaORK=``TbpVp0gIEVJlB(r+*3S8+It
zzMexFw_$;2P$<}E%m_cY&iEqKZ3D&d9=)h4yrj>5Nc*vWPWg#&uRM^Au1O(dj=>Ob
zn=^g1hgi-<!rZgqIp{{>{t5TegD=8Su&Fh=!@c13Jg*}U>lWw%3Wq~!UN@v{fM>}&
z82OlKvM)In>kb!mhmX8?YxFPSvV15F{Y^bvjjxTT&M%id=KK-qX=4oFNM;SV#@li1
zskm1+UW8R+9bH3*s6m3DW|F9~7L(A8`YfG&-<qi{UtksGBdW1sn<RQ9s!m474rU!~
z@4t4t#WJLEVg8c6-HS*6d*;5}L+I~D>TfSdQj004$!aSRi@fSVY){Dq(^Q<@GO$1D
zJv(%Ge88-=$^5%TZ}Zd3cHu7)`5QxhQ;)}eFxBfS4~`ls>E5vC6K6-C2iX31bj(|}
zSK?RVMtM55*4gy$SpeHZUrl{a1nMU9#_IB);ncASfLHq^r*Vw9D<Qmae1BlWKqQ=z
z8afki`&Ekj(GtCSiy$Xkq-GT?i-~3{2eb_@JFK;$To}qvVUpg+<J+ZXv~@%V&uHXG
zT@q(C1IP;*Dzcc7PKF8yJrOoULyR`4kD!AXQ?SPXbpU$oXNRH7hMo>*h2QxLzV%m0
zN3>PJulR&Kq9MWtL1=JKIY|o2dkm1JP>2fsRpC}`9rTSg+IBRu6k<^*C^)K037*zU
z1c7celKCP4{%u@OsV^N09jfp2Y1or=hqoaaP>t>PiLEaWKpl#nWZZHHRv228k5vl?
zl|>93T4)14zzZ4|(ya&iai`?0a*#Q@I5BAvonK=d{iTN85(+UiU0FgxFbc6Pwjfv!
zvX@w%zzP1=$Z6DaiKiq-FknYwKFlr5qq@PqIdEE#F?b;Hb5hE|)4WrGXu~i*vca{M
z>d^Ay<)twdv*d&OjHniY*~Wz}0Rb1T{d?j=T0_PQNjmI-3P~FM!Ysxnf}#Fxbd6<Y
zU`xx;+iXkB#+bb0GGU;B8!Bo45JVQkLw>duJTfyHSGY5!I5H|bF!4>(R%Gc6cQ615
zY%r^%Wz*_F<l#?9HpezAw*gXDxdoJ;S9D>DCxAM|q%;Le$>m5O8Tz-8`$6j=s;-|3
zWLw}Y=qI(P{X~enOeN{=oM^6MxR!tlyj2+L(EET{5hGLOE%qJ57YcGoDh!az((xsN
zkS(FMhjzthuhl(W>*$WUERo+=l3K6Ou)!dVbklPQbhG~t#%5Xe(yj4Y&ECjz%?)A8
zO=h<Mg{lR^sYU%?ycoS=YO&YfhkMU5O>SeNbrqTV;jw<5MH{2QU%`F&WYy1Y)o<gZ
zDAFshg6k>OJ>>|N4Y3zLDWJ$`(5Jk^^~=t+CM(2s-ANE5Yg`RfqXs?OQc$5nZ|<-y
z57K+sEdZ+9_8#L@E-oRkcnYGejoAQ&pWZK6)h98rI-$Y$C0k!-9ttelxKms5Z6%{n
zgs|o}xPH*~bG3>eFv^vOs&QF)4P~yhClEn(iS78(aCle^NzY0k*r_hZt*+S35t<Xs
z8tE&9Bp@ud5f5u|{Rub)I%>;PRVy#uyDyAE%^Y3MY}OfQj(_HBayw)9=uQr9v=r`k
zH_7!PgR3M%Y2N{2atj2?`yzp4KKMqXG+T&>KSRV@6G88AFB4gfbqAp_ff-#5AA|Y5
zIa6`>LdgPyj;>w2SnPd`2<)p#(+_)`kNz^~6{;HL3?>!GcRI%z<$5^Fvy`09z35a!
zx58h=!1nTX)U#LQXcvn?`7wrQO@M`ReWhvo;UagyD+`+sm&B@0=Z(PWvIo=5dYs#5
z-wvHR<6FnWI0XGe{~2kExTeAi1v`Ebjr_T06$QWk&kicvqORYobtK6NI{Pg#x7A!p
zr{z_*TMI@!Ac7#!FqzdR`c#s<oagR??_K|VK8kJQ?HD@ASca}u>#42SX;q|ZVN&=r
zxMZOu#1Y~xLJcZ%QK(2bZAZR;9D0T#I3=YGRjq=CF>vD(JcD0NMO>BXN_H`oqjT{1
zP{(93GgYDZzD0m;JNW#O+1exRH!S`bf9mMVX|WE!fq>3@sflnUh9{ag{K4AkD2h9V
z9J(C8oZsV&Dpy~pmB+N03}6&QP$Fd8;i9kp3CTIQ7Bo{G&lCLtVQ0At?#|bogSXzg
z0v)mwSbT4{Ogo<LHYezFQ(v^J@(eqtwN8H?oAWvP+ka)E-gjqhF;|+e+2^p^&$Mic
zM5xqv3)oA<H<NaI`!J;G@0(2|!p|aaX`6<<!9NHaMPJuG#<C}){=WW)w$zpN^}jpA
zQo{G;L-Pizlt%5gtDLOjR$ia>@`xKT&+|4pTSyYTI0MtUB&psrk0#lE)<V9|xS#Lr
zQSIAvO9}}ps5FVKE*d{^qYNj!^?N55v%MJ=9Q}Q|FftI8`x&KYvIp6AbO%6eCy14!
z1*m2Za=9wF8_~$;&su_eVO_ulI}eVvRMp5I5BuWUlNONXR9oh50_{ksF{~mMmqmNa
zQ<pxYRSW-`*eV)<Qmmr8EDfQI*<w%3JUy6%q%0Db+{-r?(C$hs7u#Q`Qd<aWv^T^$
z2x{fkO!U>^|BVUH^g4;K#+;kGM8s<(N~2ML(%T;S{g)wMQ4|C-J;;%y*n;tF1E{YM
z6CV<-6ZB_uWXIsiJ~#jfYJ=YiYRy5Y3m#RD1)qHHd#!&OtDC8dkY|n)j{E7LCp9Nk
zl33zu<huUL?8;SrIr%t;KZA;Y#$<;_uKyjl^6QT>?dyb<_v^QMKC)H*{qct>91XHz
zZcjf+U;2~MVi3DUBL-gy;r?zAJ5#zP&yJ0(c(prfc0g3`>oDG&_naEiof?ue@jd@h
z*1_m+`>%i5?@B4Pr9J)^<Wp|-=ADsDuN1$jA{YPVcbuGQ>61w2k)%Bn;-H~vPR}2K
z@@isF+!KdJ9n+=35%$ML?^7A-&-I>Es`jLcl0$#EsrS$%irUuD{m+P@0SarNZ9I#|
z2$P3lbj^mU(<m_Esuny7Ut<j?ghtK54mt7yIRz3cA=%m7P7f+He<nx%iB*?U1l$O4
zHY2E2|1w{|ZlAMpC)*a5KQMY!DND93`gr15_KRybRBM;!lfUv%>JYW|lsY|2$sV>!
zT}9nu3uMJW?>!>o6N>VChIyYecT5yr@PAxH%f>wOCz*KNIk4dGBrO@h$oXNvbI938
z9iE&2YJ*dLzrwYUV}5_pvl_p&!?|c<OYCG^6+|gdeEFAqoaV+i(YDo|&UI<r{-ANL
zeiM~1`bhu?q2}CLD#9QG;=$B_U2hj)#muut`jcD!Lj^v4zL^4c<#sp8EhjjqWE-mv
z;}{^L?y=#3VRg#k2fPDSDsXhnF)xNkmLvW7$LTSV)d(sGjbW^B{G{)YrO+@yIFSC^
zbbBWw`NMGi)`UZpwGxvuje3O-1w8b_Sh*V@_TYVwGQP!Ab%-;wIGno&&j~!w_@)fi
zeOo^z{&;Kl)l?=Pr$A&R;xEIR6zQnto2>(lR}pKzeh0~>SEc#V&W=|DC&(M_;<Cpv
z>KBx(n}Mg4A4G%k+R%_Km?*_aoWnj$=MZ3x;LyiW2G6KjADTsQ+!R3shJe`V6~_F)
zgFO@jr`bUWnqix)#)&bg7(W;TwJjc!I_Rd$)CAXH;_2<+4Twssn#oL|uuoK8uP@b>
z+%5zWJg!?1gZn1xY(DFx;3X}<Q85VR({)CNbrt<oTP?#Kc_b7T1A*?NeNOK;y=ivs
z1LD4*EVbO}i|;mw)IBZYB`jLKHmv#_hO?!*7n<>hg`tRX&8&f^h!&HW^8D5e-Hl&H
zzZzo6oRNxTv_HpG8^%4F;FD0^Am?+IO8D@S*n|1-#HraZQWqIav?jOf<$@BV-6=w8
zgL%!q328pPuC~5}cjNpQd+4{uCVuaunyHm>-$u6`zee8Dy^9SaH@s`T7wtEPNEus|
z?*`cZ4Qss)JsR_SUJVMHa-M*O42wxr{Qd46E4jU(-heN{t?=GZBM7??G8PJq$e`Dt
zHv{wvt3-qI8Qd@=d(puB8P5;=h<4JMxax0avlSygvEuMWl+gXS83VO<)2L6h*4qeW
z{qU62>VuxzpuFTF8xr8&jzL(-9S}w%P!0am;Q(gOK^XQCs}=w+0Bb&E>uD4q(np@V
z#iL3QL_V?GQML#m%D#xiR#kAqk&z}~<eW#5_2yBLSfEiN#Np>qXD0*%1@uF||7Wxr
zj>CS*ehHb`d`Jv_kJ&*4W7$Bu{$iNRX}x9J>?O%_I_R)PSR_0%6aNFxM-Hk1mZt>7
zMg2JT5D-dBI$RM8lr)5b|4cw>tvOV4B_K}8?3Mx-%9$RFh=-nv++_Guz$>VdY{M8E
z?}APgSqKm{wlWm{dktji1O^@~*L*sH<M{4&FMhk}7D$GB5MeYJ(DZuaNo@VE+d&dy
zI!7>n2E=!PSHSm3SDzCs3^R*t*oOIk4a1>H$dayeCIk9{te22QIoi;i_owa3&AE#i
zbLs-WezbG7`sJjy<HL3V4OGggQm^;e4|P1jT`uS71|*EJS^G3ZaEfgC_MU>LaSj~4
zEF+SP>7NH?)*u`<53F&Q$2!RE-+I}F#Naim7eQO-Pb=VPoyIFipiZAivB(=!H>xZq
zsqQYGv&7{NdKDEUkQjrWM-D$`5mtK~&lJzc&#iPx#=|#(Eizm}cy)?<oH#=K=>6?V
zGp1%CcR=c@R?VbE{X*|b$pOAbad~{V+;1+o<4}KmBw$SD;L&hT?&y5`^e8RBCiEQZ
zknk{BD#2h1<j;z633{zxOO~n;gWK<LEwz*<^U8W>eoXv+K4p2)oa}Deg2;m73|9=?
zm!>8#+FsC?maOowhMPgXFEMGj3MLt16IpFzt{dm5Uk!G|<jrNA*==S2A_|QEqpiV=
znsq<5<pTQpljTUj!SAoZb!`XNFhf-hkYgj>)g_xwGboEvrFiVU{@=|x!c_O$mW(GG
zQKM%TMsaWsWU4a}Ki7llx&U$`<(Y5*%6u*%bc17NJzDk$2H1LA{9oZ}x~^Kyr%Q(5
z2(cV5G@~aTN8d8#0ybmG3wD%jZc6r-u0KZeJ?yO*g*uMj4{Zab?s5`qd$+Wz2dzs!
zn-;FUxnLPSc-AyE_m+{F9n*!~!0_Ipe%~aEFSjf|jnv6mq}*N_T)nkhXCK;|{d;Wh
zY+YOGZRHDkhmw9R4fK~9{Al)rQc-Y>lWBpMgmE25H$?o-N{q1q@^tt&I3#;8)%bcx
z@yL#uoNvrGw8q%Q5_f5pJyr<5U)88Qhh7uCtR3&kAnztRUMlT2_HcEr`&?ZU{cm~6
z=sUT0oyGm<#gd(Omv%Dzw-LI^{icGQ1(5arvtri;8qMhcOM>9+JtNXH!<Xi+If=l=
zPIn}P7~Bz|Yc&Wn?@Sc}g;W440hukEK`|iVIdpf_4bfNW$(7eW(X0u&@kQ*~S&N6E
zHMOO?4#fRwK^N7-8%%1YUlWdCq{gRfVY}ptHWd7_LB<}&|2x$F5w#`o1z2kkX)wR|
z$XWlTfVviyM&$dO?o=$T2RCw-EB%$f?Z8S9D#^LzPF^_9Acxg2+`6$X%baHV{*ah~
zW2lX4eXD_UrD<4B;bLz^_CPxC^9*JG{py|H%Kkfv^{9ZY<+(ED=A#(DtIdbY>3yYE
zjedK>mRvTqFBW%?q??F~8I5I6CZ78GpQhMZTKd*}exzXb$B1u5#xKpY^m<<9t(oFG
z*DlD#KUG@1$4(1S-J%{)V(V<jHM1_f3|&{Nz#^q}F&5xlIJG)r*TFGXgo<sKetKe~
z1JAM%I&urlPCe$&eMz|=Rowg;3K?vgUx2uE<>X!^kVxZ^#w<`Y@VMQWQ70&_5w0v4
z7!(eaPN?dsGecBc`q3^7w1hJ{T<Q_$>50xepieQ|DQ_NiiZ^UN850(=r#OMZ>Ln#7
z*Wa4GXj%)<niy&h=Z>@wDbz<p_nFw}9Zq|q%3FWIBuvM%Zj@{>BxICUG(-HQ5lJm6
z73DthF;VsV*1Vk;QsEOAZtlpPqqP>A{P{8U0TvDLg(};@z{rig){b~HEK%faGCaic
zd!($;&1}41VQf@xWJqyfLiW$#_2I!Qe<!XFk17uID-4Xv{TWjHGZAt<@?TBOpZ)#X
z-uPN*G!M7#GMM%fpBW&TRI^y^>&{<_%jRzUfIfGL%R%PawWQR0?^5p#%U7hzHl0(t
zG^liK?6Umi4W&Pr8{xY@b@%o3_jPl)?Cbn|&MC>IY@}_jWNhB*^Y;4bowr#3ddDh?
z<hgXu^vLCt*Y!Vg1BO?}EaWG+d5f9%OnmF-N{u`Iuzs#4{)`h)3$?T{{Zu3_2r+z;
zFU~CoQQJW2MkD|_A-5h)8`y}D&&5o+?6C!xw}bJ225v594zcr!sKu2l2um7*EWvxw
zdH1Nh_C=Sus@ACexyKzK4P}2xi;k|9K5Ud~`(<GUM#MY+z)ah4_cWBV28w;LNa&<w
zkKLwZN6g?Y@NBH)(2}ng`!Gpg`>6?g2y5^BGPz)))y-y!h41qqlko2I;H3K_T!#|-
z0gEZ!x0UXXX}OI2Z_+>#i#ZHsQiHmes31G$<uCip`QzpqdHUKm;_*dSfyQWt$n{^`
z!CM<Uj81_>ck0JgSj~jO*S)#+A#ikYKj5Bk-#O4H1Yxt_|7$f0!YS0SSqi)#Jx=&$
z?Y>{WRB6O+P6q^<zS}Vih=<n10Ui)p{=xNm8>E+KII>A9D*zMPK4W987|Y6ihuXeb
zYClbP9i^@8xHIN~#$#-ch8^z65bQnHY3JKB%hFZKK|voV&rD9oZLQc1DHveU7rQ{A
zB|NmmV5eOIwy=QU!;m)yV|sw9`fHdC7q~u;F*2Z_cQNd{2x{jMs-ptz;HaCl^LL9|
zR8MI*!tA;%K+hy)k9im4c-&rQbB;>zCLr<={(<&W$GLuPe4}2jzZXrf^foJ8`|MDF
zyYOeg#`M=27Spdv%4v<<Cl;8NQ**M;%wTD7tU?4SA>(c#&hT5oV&*>A!ZZu}FK}F!
zR6)Px>$>*%o!^_??ac0Li4y3r&AO9a!5z{YxsDl+aKsBSdwOaMUXP#|u0atz`Zj|L
z!zEN>=kH>*``%9m5p;;88?4Wt9MdnIj7YNzv2LVnB4l2={k-+-6f|V(%QOm$b`+$d
zuar9CJc$2UVkri|1d<g2yQwT`&03Fss%g<xB*0mgn1u9W{ii1}`RSKD<NKdoDdfHO
zW7@wOH4=s1v*RRu8?7`EBTqux{WA>#ir})d8QCo*2(`?b_v36W_2WX*Ag2+-So;@H
zA|zl+v-S57w(lN<d?}vpBN=Q)F+c7<LN$T0^&NQPhF<h)?-wP)bPkyP`T$(MuR9HB
z&h$jQ-#n^DQQNKlcm13I2vqrAZJw&1Dai=`?YCIE+tV<1*-QCyV2$6rqx0UYj+UnV
zp3=qn<ijf~z%gKVx5^*Qw<;d<@zOSS7r~z`HW-z~90W%C;8Veb2pKsV(5>>}50}e+
zBJd(5SBIIYllwX24DCGxw-iqJeSr5x0@NS_scD$;^%l&ul?a)Z7kQJ|8Xs2CwrC^y
z4>hsjJVHgYG=oBo?>0;H2Ggj9gwwHDqN-k!EcnTq7XEhhn5v^TfC_WkiQo=~SAC`Z
z`2+)jw6a54Bfs6zr=8uG^KFO|kR&nefLk)VP43I^vn-cp2Bh=Mx54=w%*x_$T>8s!
zy^XHVun{`JI{3zQfI$FBnfXvAOp=c?Qbon*u~j6Z@EK?&M}zG+L`oS-6#S0yoL=8~
zO`+NRYFH;m#0wM~QPudk&}c`FEcX7vQ+X``s;+zJa5)Gq{R9T-H%;S{kk56Zk^TUK
z?6&QVjZP@tcW_4vJ2piOKTzW(wGa2VM;#;HV?k?{{sJn8BVgd^B{MEnp%8WuUaHnc
zgLH}zvZ$yF171+V_R}A#`4r$p1YcQa>Vnz;fPS$+*J(gnKic+>0=IX|5lSK27HY4}
z9o%}(W}b+DayF2LTCTB+po2ptz_kttc%bE(J8K&sxQ&obz?p@TxbVN@n-pXNU0h~~
zqaE~;G=gSyP;xt~|MTHgH3>X|rBrzc<NwudJ*F}D`=w_OogysIBgOTy(JI`$WpPh@
zy*+nexoKrDT}VFb$(BW5Cio}(%iMm2Zp0zjR#DX@enSe>f(MI+{wsD)Yr)>@jj!)|
zuZ4b@LB$4q*=_u?t5guw)!W?f{ftWJ@89c62wX%lFtPMMANbaGzKjaC+Sy0S`mIq+
zgAaF19IrOz1G9MsxJ;x4_Zz#t;4j)7UqqMBOC&cx$y=D!vf0i057RH38L)@~FUpt3
zVe_G*YTKLyT2T~6hOzaS_M@#Q*qub9tJKljDo$fqv^w3up#W=S@|P$qXxRqYR~a~M
zrHrSZsh3`gS6qr`T-nOmi{NV+i(ct{ylOo%)bye7S`nz`J+XQXpMQ4(1QiM{Q1}21
z7JJBn+-mF|70@u=MvSxHw~SUziw+?mR%0NHIk>lXe86h#q+Zwl7!h+E8cKp`-TCKa
zdd<?f_jGlo=6Zq2jZZ`Sx2j9--H$8mVa*f&AO}tI&AhX8_uqtbx@E4!@IM`o!9FKR
zc^<0=4pDy$Tt;r_Ua!CTSpJjL={G+L<am-aLkH0j5k}~@`oV{ES29DcVt_T(Q$vGf
zo(<S1x71#BXBqImIh)8ZkU9*&UNM>vhnHO~LiHY23Hx?*%=M@7ovu{VuMoaosfUMH
zC*F0aDxZZrM;kam=!B$~I_gHhi0htR$Q62v1Rc|=zoZI>E=l|N_15&S>EvnR3&eco
z=}cRASUK97Ise?DpKguCzwW+>1SRAOgGs$T3|#q)%%_(@N5?#h>7Gh~(>6p13%8St
z82b>B)G~d#f*QODka)z$hcHi-c`RMwnCdR=)6xXSGhr5|=@sY8<~K;<$7;%f(|w66
zbjFYy1CM(YAu56<ul9IBWxUioT$Y{atpy{kydf^8^=KA~H0nKi`W32$thu`O_B>|W
z+_rGA@IEQNFx0af+w{2#mq21;k3bhJVr87ax6x9wjD)WUG>&}(0r>+&gLKFTPMF1-
zX-42bA09?RC}(qL2+m;IvOzW9|8|*gZ^4V+Vu_qo-Z%)t#6{M({|YMV;h52{$LDND
z58Fs=+<{w@KfO1UzLFAw0D4UNYcp9-@<ui8kSxpo;^w;lN~Ao=#Ng)U3lCTXUN{_W
z>^$R*FF8B@W;wm=5kHHG*NqS<P4AL1b92X-lJf8D`vqeH!=cxM<fi3ZF2!87f1b6I
z-Q&c#_15J+=Z)Lr(Oku}m=+B)wa9lN6uc~;px8o%9(Z@~>nekVLG=HTbl%}qzyBZ4
zK3V68kadofJu|b8ElJrUdnA-mX7;g;_z>Ad$j+w7-XmK`_Kvdm;W+1a_x)X0uCA;8
z=*oD%@B8(7J|7Rn2Wp-J8}-s@nrG^+9e0P_uJ4C_8gzu-f2o+!?JE8WgIWvK*pv99
zS!E;QTgoX!&T<E%@QhkkcR6(Ixg{Mso)*$dM0G>|w&EwT(&TH?q2b9&J|tnR*N8@l
z(W!ZkB}y4Z+9z>)@TO84C4erVyNwUVks+zOeTuQ|>ruAj>KYnN6XETp+O(7Mu4Rkp
zkVxPE+Lo?c5tl%Tgp6$q(LG5Q{y<-JiPo<C_8$ga36{w;F>S~@!dTE9Nev>{N09!V
zU$5Hr;b;AHNVZSPQrA9~5gP|!``OgF{O?tQ0n3JH?;meYln_Pu<QO?R7%kP0Mv)UB
zOG`>j%&D;2bp_>t&H<edlvj;ye@L|v6;cnC{m>H7qtZ$^(Mq5i3WlA#736z<{o-6+
z7SPgcn^WV?9&h~Mc0Y#hrP7V=Q^GI>2I9}5sbJPvyoH)Lw)%Mtdqz$kq8Qn~e0-cf
zIOwpq?X!sW!DChMb1I8-K6{i&N_J}Y_dfq_AY&MBrr65Dc%1o5%YEEUe^R*7m~b?o
z>ArRPOAr>>^EP%Seky7*Ccb?}!7_<UZ}*`p>kj*i=*8(Z0Lc0~Zou$~P>Hp!IG5g_
ztCTuJ{28ZnUmi4#k};5`Ynq~uEc6$eaY#O)`+4=nphOs5*soX!EQHfW>U&o(ZTQfy
zr85C1QdF??cTy^TI$E$MKug1693=SyHz%kG@L(}+b?-U~yivj?Z}dVaGrpJ|185Ke
zv*a-)6<ti&v0GI8E8YxmC0Liv$DRD}bN+YxGPP}q2>AAw$LeJXK#enR0%{0<w(p+A
zz9$8?q0hx#lPfpCJA8gwVCT34Ss#~Iac4_tmpn21pSiMY9`0GeuZ~d$i{PiL%r_=Y
z8~=Krh_?z)cv;mS?LYXl>2uMgKeF`;mqJfEQUTJho%`KXFNB<#0-XQe;YBR`(!wo&
zB60|X?RPqNKpS^y0;i9z-G6J9NdwVQyoQ{!1p7>EbO&x3Sg@@QyPu5g;{W6m1)UwX
zSB$V;TwvM9kSrUA%fEwR6)b9juTY1Y^f`nphhvKt@~4e_A^-9_dqD^i0_t`MaT*yL
zlTSSI2y}H_Gclq7d%PeO?gXi(-HfgGr}IF?v?;_8g;RA%5fdK#rC4KmAk$alv)!G~
zfZ`4Wh<&7){6#Mx7)W<QpX1(1;R%oUaYvc%9sAMzf&b8<X#CmoXKi2ro~EN@e2e!-
zAHx4rzyh#<Ei(M7^H->4mi+mzw^wJeyUi^@zcXYcKQ0P;`}psCZEtxye7Z2>RQn*M
z6KM>_Vf3tzAO2Z_!+=JYTvRX&--QDxtq-p^&X>`D;KZ0~`{3G6`Stg&2rkUN>%>1l
z$hE#--?nA(!N_mnqi5Q=9CJmLzUaLNGW<O^MzG2Ymn4L(;8kVZswVV$fsml6?M<i6
zDZ=>;FCO8cverb^Yq=2y-|X&82#1keg>IKMla{$efPFa$IsF4_z~-iujRYHR70Rl8
z0!i4I5=tV1s|Ol>6?(qeK@0knr;*z^DJRfcGB#LbuM<j15;nuA5?7h0VQj%9Yl2t)
zic$2hhi3;V6nCf(+&#$QWS+ZM5w_fqywkJa`M=9cZ^3cz9Fp#A(XFECmYE-){HsE*
zU5kN;%eMm1hOhH`zg|^%UzRPDN%~4OFV-xV4R-uZ`^J}+W+bXt;qfk0t3oc#%rnp3
z%F@){Nbj|#`K*#SRvD}V3|09^I}R4AjV03$ilm{g*+459eOIYUB@UtzNJ7j3pwhL%
z*ik0(x@7iv!zt`F%qUy5cV%tws;o1R55v^N#s{yIA*vxbCZvO$Rts<sfD!6`D91|J
z<Z~Qqp}a$Nl=%^(UsG>huF^dy|31_O8qR5n0DCzu?RP$*R0~$0B*VbeL{o?d3|1v9
z^X3`0vcY9bQiT`{^w;3zHz2N`n9tj1??jkDTsi&`ezoM`-B7H8W5KxzAxMI9dT7(A
zG>^QS0HvF`_YUZHE2p|gAjA4VzW#H~GE50b4z8dmK+r@11NMB=zxIq976HBx7&4Sx
zc0cOhzzVXV*iy}i1dJ#AwedDP63f?kh4Y+PRejjvmmu!F=)|+{9sFT=2o*vaS~6=l
zLLHO3l9E7A@iVBFEtSCPIOM<B30XjjA-18V>gek$u%djaPN9+&)aFA0Zl)YyTbC2$
z;Jt__VFrY$e^!$R1(ICj8DW*TBZtdlWJ~EnpsmyY6+nF6x=^-mKJNskVp1L4HNEyr
z_$e6Q(Oh+|y%k|QN548oHc82b9D;LpYT{U(Q_x-sQQER{nz+#Ef0@@%#`oO=eQ=Xs
zK>V~k$kwBC_7n3W^RMIOz76IV5<yMAM?39W-WL)Je<PNj;wuA|t$%?2+%NRH9(15*
z?{aFvv#e#6vEi9X2XeCkzUhGL7R9?UbTde+vF7RZ942)azH=Oa&LSTamT7qJ*DOa2
z2E0ji0+;YL|A&F1Em?lHTNbrSSJ0v?pY4;?t=TuBL@g)i@t^gBTbHd}g@+~`_*x7@
z^gdCH6c6^cP`1gT3r|48$D!79(~m(_6BWY3oe5zmvSBuW!g!5awxz-nJ?W*Q8V@x8
zfr~GoA_ljG{F4B!zkcb--eLl-FVgR$d=hvffA%BAI+12$;`a#0!2HQHNYOONLeD!E
ze1l^<O+1Hgd7e0Wp77A0qiIVX_W!F+N#&ME<?$kmc#+vrdqyJo>^t~MO`3%q?%4u}
zGY`3oF0mvx;oqA$l5khU<xE4LLb|N$;m;o}TYTnbHLN$}Gvm8?S2^lEf$FQ)+<K#B
z6<@m8|3I)J)+L{#_;u}z4+1kQq?t8pze}g?^Ln0=mkE?tsZDO&`yx_w@7%z*;_2_P
z&AF!m#TJ%MT_mlXb(7mwY4cw0#q-<MX;IFkXam<8hcf#wze?|=>8mA>+w%B0_>z<`
zP6L5e9O0^fe#7nj@*=<^rfG+SDLHBv{r6BD(5SGX^gz!RI(%(^Ni026E&7KYkA#Wl
zVC2v<#ch7-lx`iHuM8P4AAg#(t_)V5_OR!Z3Zq8b4IQR_v9Fo3QxfBpb_i9Lu8#{l
zA~MTPl$%yMR0J(fO`QV=w}TFH`WDrkDfWk7Eb>JVPBHOhmLx67gv-QA1qcA#EC{r+
zi*VD3CJoQ!^oZ(EiX`H2n_>MVvS}upPWHOvGdp9#(m86RH7<=@o+30>;n0MwL&wC-
zu5h#{IcA%e-D~tw@pA8X`b?4Mz{7JU(N`a0ck_Jf<zs5bFe}SMB@2R_f#=YA7EAi;
zMh`9%L&;0so7<AXB<D7^%`4JeWKzL<>;=%FS+SZ%N^1v&@6Vlgj;Z|#^0`s2%_u5+
z1ijBieXbGKfkVYe(Ll(1p-(p8ViH6=5X$b#%_M!jPn`$~rst^Wf%B7RSO?x|qJFS0
z;nsf|uKS65oHuI~*Pi!gIM>vAj0bit`UWM6+iPn1jz_g0n=^GIwVChM_sa^))~ohT
z^}4`|t(^*F<7ITCWNQO%;rCt>W@+Xxbiro_m#<l8As=*gUhI9!QeXS(aw~p|VLbHj
zpBc2Wfn#H<;$DgV%qKqnoSReCw_iMP=KFEKgR_BAZcs?0_pM1RoN_9={f5}n&^4Cr
z`Y^c;A`0uTNw*GoG)L{M0jLgT9ZgpnyaZGF6T<D)14JdPJ?y7#MA)TT&=lyfKghun
zY!HBuhW9N`!GxBHK~Nc@f%LHXOT3j!^_SpS`66^HhXnAWBxv18I;KPKTNRwsC_o-{
zRoW7h+Pi7rRi$(xn50?}Gq65ajST`{OsdvkFQ6ZB3Iv5}COQ=>Xg1yB=e4O`k<Hdf
zvA0R@+JHA9gh*y$`Z`AYFHqOD5(s3sThU@b!z$7GkOUssj#bwG5Ja=b`>s&u1fj`v
zh+0OMb8`ZmEzB?b0(8o%VRY%??bLr?VS#MM0T-@<X!r%8Y)7t1{KJhGo9daiek~8o
zYq6%o<q+U<G#vaKZXaF43zOir7iH($u*&X#%`|8I`HrBhnS_9L5O4P2F2lcVdpnoS
zah|=OUQK{`&6Rl#QQ|G`$o2_3CD?7b<_14|t&zD0iyaP&9mYrsewC34I}mgo0mUr?
ziZoRCE)KK1fZ5H$?CxS7ohflP$7u-Iy+2Be{pB&BU;V1-lRfaJDtorKI9Yms<D+?1
zOClf;sF(25*s?^OL?vHY&qWyzNG+UcLBdQxm$w9eBu@?r>yAz>1y<ICN!O5&Y+^8)
z*kpK1)@p0Be;KjN0DC|OP+{0MQj5s*b{!WwU2BhhE6q8FXeI%gPxoKmJBSN`T~`^r
zeL*%MQ@PBL`lkIrSxe*$Y9^nJMV%qFkBIh_zlDRj5jIry5c=iuA=LBnbHL>A;z~kJ
zNB?E*-iO9?-;KFDhXixo(cK&mAG1u0ygSRvQ3>+Tzgy0+@^A6*?L^m;*<=~q#Kq5y
z+Sz)vG=u)Gm^^a2A;|ML`=b^{O%Tc#!`eV_%Sk7nElni-t*_GgGI~Ir^>h~lJ$0!M
zbQ>7zoRz;{y?Q#9=`9r~g_G@tLZ9p^N};T3gcUd-NCg#Hse>l4B2%~eKu2of@9QK<
zu@^Lbgh~5HW4Su`74T*qU_^sMmbOt+T^MDgy2brt3K4A>=<W9YZ?hJwc?A`w4Dxr@
z5k6WuNeJ>?z2nO!yhFG|0I~vMO`h~Q<dKq3@LMr@^;El;XWaig)h>Id#A?TcGO8i2
zvDb(6S=z|B1T(K%=wB+FFK@!jS*|YmdO@M<0K7g|K7x}(q4mvV(2ZShJv``C1!vm5
zPEF7o|3<vB9%Q-=7sjuwD_gdDYz~N`<z>F%cgLFHyNj5MVJ)GGk8)C9?FSV0jMYsG
z8X83CqLLb#4P|gD3|FBRg<~%!X26LANW}hWh``MDH5P$<iw8LD9<K*O(C`h*rF;12
zICj4XbLmN(7~gS^bMZZLN15i<fgswHR@MInSpOjM9N#q&Dggr1LOwZW<6n}v%Qp`D
zMsS?M@j4#C+=+_!0+_m4m~3bt<6&zZCHtsz(W(+ln$A)WIaLEg){<#vbBxsI+jttx
z@UPW}hbX!JkSF42iboglFfJ(J!Oj)YqmFz0%chrT{#s)kikv;>ZdzCM$isw-$n^%!
zyDFE7F)(cGq2Kk!r@G>6W071xsiR%{?Tz>Ep$oyHH+t_Gu3JkP^Z>awcAxOiOYSsF
zMw7WT7zI+|VHx#$qJDLbS68t^(D$Z$p014<zkK;>FuwMym-BxYAC9zUWi@}uYDvwK
zS`_!?{Ia29GZ`O?x^hmNA1W@R+WGq;{W<U7-j&JDvG0oKWK1ZUzW`Jvl^ofXV4Ym;
zbB|7w)b_1HA`PTO1=QHI+F=9mr-aYS+TC7oj~miEQ>f2!RGm6Baab&vSj0yfdGria
zEhrKLFGkf=Q6&7k5>*ajpD4`VlK_iI01*Ds8_cSNsI%03p!%J8ejOCQTwK4*nkpZ#
ze{n(PCnkHk9J9rRIP4RfD8;a`Yh_j2yVg%KyBtN#*6_SIy4?mM2o5|{Vkx<Jlvcaj
z8)lvfyaKL0^8`xF-UP7)D~9u?edtj1_}ZByhA76LoYWPiKod4fqDY>*pvhB&`138u
zO%&h8WmexbfeEH-{G6ZYQ{u=We^*~&!iJpm1bHsfp7(12OJty6g;On(1BJm+PvYyf
zJfJsqC%MZ`<CxE;>kc!D9Tpk&&;l3Nu1#5mC-^(f{iqm`uPui#6zLm)zaCUp{G-kG
zH@@(;+P^*oxaSa)u%Ckis5t**C2$M$-KrDOHVL=N&5!$D!fuTtF%+f<RZR`jxet4u
zb3mU&#Qi4NKYKCW$Ca1{L99YdK}TF*i!dOH)F-A<r%@St2!s6BR^-eQ|E|qJbI|L~
zZ)rV>w}QolU>I@(HJ!dSo1Bs*9~sH&M%_%*c#Z9X)cXt?!Y7Os25K&jAL^Y#<8r3`
zNDuJeM5z1(#&SV08*Zc0O%pJeGu638AT>sW7q0xAa>{vuHt<6O+b=NRF#?c4EFgc8
zhVOSykBP6reK4IU#Y5<&ui?%}sr<B@zm%wNtt)nIX+ra}y`_n0kfYu5pS}x8b%_?y
z>aEcDp`Slp8ov1+aVclGoH;kmHsdUu=C4k}$+X;|PS4@`kK`cl7SG<z3EaeXa!uez
zm9L-;gRJHof?Cd-JsMA@@Nt0-4{C7e;{fxYa^`<x1wCal%4buhK8oT)s9Hx0KdyKb
z3LobzX_LNubfj1G=C?r#Mq7IQqSkwGo-2x#TvZTQpJm<%$O>jv8ty{}Vw>Y4Z2T`V
z4E`S7E9<(8;~}%x*&}IMejnegs#!jxoIg7>Q1+&_?ZcO{Xs#{1&mcPuplz{@qx{tl
z*DMWsu~T_Y!XxLqJ92gK`<P<EV#c)nCdNE#7=)?r{B9fy;(jN39RuyMXgH_&?V7TO
z-nn1#3={_XF7K^dS}jPsd^^v;w>oNie<f7<nTZd7@xx!XtIm97ae4iH!<BJZ+?7%0
z6$O5J_PJ|iqW{wDM`C1TICN%>i~rXlS@Q%Tdnk+vG+(%Etnw2OVc@CzVkT0d$P{Vy
z#&Z5Jt6|;Tb71z*MxEHuPq87_>ZTm$K=aw-^siebU$>%?zbH5`TTV)tO-!^B;<L*G
zOw8R44cyfXVm{d4&o7bBzy0rx!eU_5QdBOLTP{_~i_D9HYxkV;*!m@n$$js0dFGRH
zuSvNd8+yCGxUaRPuTFa{lkaetTlUApk-Txy9FKQA^BfNkp`Yoxm7`V^!)q+Jw)Ld_
z3=-LrL_fVo%=7vwtvdX;pF!146|v$JTJwFWNNjrG<ZJ5Gjj>cEr%=n74YFT@6rXY?
zY+la_WZ7g?bnU8|NqE2QUKeAK`H#AB!D%wRj446YS?n{VebPeSM3qAf`J?Pn#wed9
zP<+<TGp|x=T)D4eR2u?N;fI2daElyaZXKuWd&T1PG4uuv63y){!qQsyDU%ytWn`%f
zf10fDd0{jk5(#=&PSEn6B)`GZxFY^gbYq_#C@^Z4qMK21vkY!;uI{o~R`ve%@MCeQ
zYp$IzT&bpK$jE%0&}m&eOC^!9U_%l&n)=A$BupV&f>d6LNRvwGE5WdJxNfK{mwosR
zQ*KqI2j1NJzWLv?^_dMEsuWU4m;@5l!pHNpbrK;`#Fp<5gll3c{yP=cqcmn(h6B>-
zmz#4+*}oI0Z;oTBnI;tranZHB?Ayw<eAz7ui8nTRx_3k%Nt0%y<cKh8bsq;}QmSo`
zJ2yHW^_2V9N1T3SZ!ICnYCzi&n_;b8a|Z<A#QYzL9zl=U!(E;vbpv3x9N&GTwhNmo
z1P>%u`W&4r*4NrtE9r=IQXRIVvImG$x;ON<>)I4`>9IW48qcTi_gGmdmCjociJ#YW
zIOjo3N0&jKw%0>kmLxDZ(gzHg_p-5y?8x&pBZ8dqVxP*)GXDf}h*y)CAL<TXTS_mk
zdGkrb#gnJjKOa{QaJ^lR%xMh0(#Bs8{|@+b4xpvkghhGF(`^Q6gOX;^e_%wScV~&r
z%%*28l>X&gvM>$wG6Q+OVU<#$&*KXJ;cPWbr@Mr5{CtrI<7BseX2mr9X@jZL3!^jY
zmszuJD@zA;g01d<L;XI^V-5>HUR{8X(}9t|Gfb%EV(V3nsbtH=`Gt{WIsW+SEa-T{
z^qocX>&vdRGYcsXN9%zx1KZhI(S(~?SGx|MCyhSwz2$kCbK6wgnyScIvH8>BTGz?u
zGl<OH0VnXeEoA{fUMmWd?TMpnm}}IE=j|-Q>7n+Teg6cAq2UG!#?CaKsX~QqA~U;D
z(hzzHd<ZY%^_6nbv?4*E0w#2x{KL|hRN#r+4_$aRnxvqZdVr?@wfqs6Qy}lf5=Ao{
zDw2a%6r8Ea@X^p{qlv5pk<x6L+7fw}E4}SK3`_wcrUcYlE+oXUoFatFpo1(bl==pi
zGAS>HJa@w4m>xBPT-lDYFk~Ej(U{=Wl2wQ3m6akQqrcjP#0n&>vV}96XC>VNCYx=s
z@cArxa=suS)4`FpDj?F8bCRp?-G=2MI(FjS)bEVnx_KQe8jY>k9PZMq>W)3&4Y46Z
zkTIEqM6^ILVJ-~dD+mQ(N(~)43X!`Gvb51>J>M@^)`9sa_Xb);7-J)@)ly{oAAm(6
zu))J*mEa{QP!m&Dqvh;Aw9^KqaAu|0$^07!NN2-c4aBMdpAfS7c=(yFyIk?Ng>p>G
zu|M*e%QXV@gQ2+a2P381S?2Sitp(oJ&WjB+>=d>|!JC;Mc5h|wn23J7l|Dc@{Osa)
zgCF>{aZm0@ZvIGaD}13moK05Y@@0c3@1)d%iRieY$Q+CLFYPI#)hE5?nbv-$qchu*
zl0N@^5e!JuGqwKNRhC|)N?Ya7X>XqPOWXdQ4NkSsuA_qBxdOpBwH;f1P#+hJ(^UIW
zpWUa(9o}bZOro?Rfbets47$EylME)HoX_u4G$6ifc@4HklK)c!wGRMWJ4l19OE4>)
zx4Wogh|ZvZw2uoXVkW@^FEh}|V>-;NMXKBgt;?%TN_M80&>%wV$Erfli`b5Rn(=9P
zx3o@%nWZ~s5Gj_FD3+2~TmSH>CXaLe-JRVP>L;%X3#FD-KkP%zL4va#N!cUYnG^^X
zF<;9+IcYYyfJ;p+obj<X2Hdi^3jIa~Pd}2Nj2WftDi7zdB}VjymNUW^Gs)NW6|9JR
z$Sx&v30F39%099z1YUNtddKbpRi<Cxt4HnA06@MEip_aAvj2Tk$L<A2@-X_pO`>gt
zvvcvhJP(hA5AR;}YhDIk9HJ_Q*QeyotZaphe|L@yC-?_Po?pzhe`Nm+#eE<l2a(c5
zB=$54^um78mjXC6yClACnkWHCgw5n38>j)YuXY^5um2s?KyaU2339>0tsdBWpSVcb
z0s&IYA&v|;{1h&`;1z6m^ygkseBOXRz7k~)1nH=zH>Zo`&BuGL|2|p=FW|$rUr9L4
zveyU<p!lI43&=VY94p(^F6gK_>OrDwDRu(Czj5oo$@8Nm+MouH?L8qj%oQIx(0zAQ
z$U+`_GJtNC^*jHOKnD04XYDxiik)c>ud8j`*m6ujTKwshhr!K1p0@?-W^LRVAK451
z834JLGvII`!rSKXFrJ6LSAFXO`J$Uoe?WvMx)G$eJo4Z`zZ6S+yOG@V+k|eQX6f@6
z*qXoN@S7OE@sA<3w{bifSE7tT(C2u>@>zas?pBkVg<G}Mr5njd<(wE@e5h|YC-U~4
zQHXFxfq7-?T6jYDwhd<P?>Yf=)8bu>Pr%i9oj!vjcl5`bi?{t;e0*0(F2`4^1*V5@
z>nmtCXYFIRKEuW!m$OgK6W%q$+f8o_osHualm(N?o3-yx^k;1)XVO3aXnqLp6>(=b
zt_0=tj5glKFZ3=8Fvob9O1~b;x+J8xT(%)0{uq+O@GEo;eojtDTn6!sKE%-d>QQx^
zAQ7j%{m^9k8RR7{{P^|v6|yF)%^s{SNr}eVWuf}o1tH%YvNDbJeUO!_4`z0uTQdjj
zhKLZvm@w7FC%@j+FO4*}sa2ErjpL24Pg3ckiA=4fmAooSgJ2du9WLFOKOUd^D&9v_
zl=6FozT{E{>%t|TC932&(xz)QZLh~{HDppM=zOwOz0Gzd4l7&^d>`u&5s|LJvugEG
zMMNKne!czBIO=hoMxV~YL|2_(je6kaa>Vj1|B=_@M&CmrJoB9HyJdzjxQofXx-z+s
z)0gssZ08`eUU_Qhf%TdkoR9E4n~|8`oAa0avi|sI^1B}y@(*2oDqbu<{W<rdcx#}z
zpQ8A{y+2;`?J{j9-!h!K_GH^}Yi42kTXDH(OUbL;CNJkwr@O;z5vyr#{H(G0x$DKo
zs?ty6WA#142lSq;7i+T+hZI<yk460t0;V*Ct4>y^7YCem%JUo!roI1+?tJG<xM@%v
z_5IGje7DWmltbR#8*0S{w%n2OZ4JS}@RGxHc-}A>SE76r`Hr>8?c9*al*GhF;~&|h
z7{HaZfllUU{n6#;5r;eo9za8Wz#slPMvp55NVG?cTYZw5SQC74kod*7!x>Cs?gv7?
zG=QtZ8MGY#vH8-?b+ze8)iqva?^=6=8r_ZUJJT|X!Oc;0GCVrnPRWygdz0_iOVo6`
z#ba4}?|xmCinZ-MkbYI7C;4kAx#nzR&Tj<%s<rhj^A??MwVljq)^DGWd&8pF$Phds
z)KYuTTaYsSXgX7khoq`^VEMOE+yj+KzqaXQ-jxly@VQ5}%WD?Tt9=q-iFLpSD>BAU
zi&Td8cy*z@O{_GFIxUDtuHhAE1yeya9Txb&o`z0^4)wrVPk4NLABtkcFO}RO1W*sO
zxeSaQcJe`?iyMOc7u3lGW#pXu3^;bl4<FGO27z!)d^xE^UC4KM8)Mf2{WSY@TaohU
z$GbfYgY+B={bbhJJcMO50+?^I<Jf;89PIye5244m9H&SNtk%A)uZtcjEd7Hr(I}p?
z*HN9kiv(_nCXxbkVf^TJzY8ZG{QGlCVa-wq21iAyus)y}twn*yaKt8@o(uqZqW;8}
z%v3oYLK9XXl)L}W^#S*1%Ca`8{|aFKgwUr<h}%{-A1I0?gdiY_rX?-_kg^0ugQ}~q
z5ojOCnAFhT+IfyhZOQeKw_Ix@Jy*(?7jBnC&Y4gz57*s4^E2~LaHxB2U!%Q`5m&Q~
zmv!FpLDS<4&ELv251|>%jdfxt&aORl|FvK3D5D$I-krsM+|BSWg5HGvcy}h$IwuqG
z#m~1O;Fp=t*2&Vu&_%!LB<+)=7&!y6L;c-Ry@htuVO+-6yySbCjsMDOqz|DrB}*T8
zeawG(BzQB#1v&Vt{U8PuCB;xdh(3YXoZSq2V42p?O_fzDs&!6m=R9rX$UgM=WHjX%
zGv)uuUumv-+k7t1)sTG1B~`M8;6)?$jm^)*TPW>^9m~Tq-s^CemERq&m2VX?R0jH@
zRj8A*2xN}3h|l7J;^?inI8DD6L{HrcO#KZHspqQZes={Lj2;Seuip^M&P}dJ8OD5~
zk3YD3FledO^7%P!tN57JTsPmcsJ6=XlOO^sMDyb?qv-Qu403=0Pv~++86V_DfShn&
zxp71iU15#uOn(R8xJ0L-dwCJde9Nt6)75*4LAqO$o<C)5w$!(yk80R(&)lL%Ms9Rf
zU@R=64!Bp`<-abgQL5TXlF-q_Owm`v!r=6DbXCwUYnoF;dqiK5B>lzM1N8hWbsfpi
zMK^OxGuIP@CQd*Cd|ENjgmE7VILWE8ugp!N2bT+SFVb`Wl;pn0hBk#@(65)s#*m3}
zyh0p=>_UFV7G8=Lz7`f2ak<AI0Hv4)LZ`@0RH%TU>+W4wReu(aP9Ue|T!%mSK08t^
z#Pja<!0Z6FQ}E61W7XZqZ>S+%68EvnQyX^{d+zK-+}XRh17tR7&w;4-{R`DxcaxBS
zd+fIS>;ZS!1EfR(G;}X+nDk`x2UPJlKS`cRNF7g$n@hHG)Tj+h;Ac;}oA+SD(eMu0
zdNSv?Vl~I|i90D<rQN<SS{BmP*M~M<#`G6T)F(YHBpiZ%7fYMtO)<TBX!m8j<Y!*`
z$t@mxzlcf48tENF^t{uEaADysJ-uv*7-#f%E5kpJ$jfxfMf&tF?&J&V<Y>jc5E-<g
zA(467796Is9&pxgLWh7|KP$e$P)th;(}l4pE!p4LknZy!57)`R_u@;xZ$Q*os!P?h
zp03%})-Gkn&)vS)4b|qmEOnAUR|k&l8SH;2uhAzmB<m+7P9_`N7Dth9r`)7VS)-$S
z_WS1f>mym*hr!a9g+E`oH~z>RrfcN5-)XO*Nro1_W9n%i-4odY303;s+eev3KE}yI
z1EUtl67{21x&yA;>^I*5^}j%sZxBgZ?&urBOQEE1;`|@zFQ#NSxW?P-gh;UKq@?CO
zN!&`Xo9<BBOjsjL>nPH;E+_lAj@n{V%O^dO7bZ{%CAbCRsZNKCQnQ_=JkusxUc9=3
zjZczQ;yLbpi0UfVVF~@AxV=s58CA`Dy^Qc|iG_v+ygeXD?a4w)vd@^b+tR;7Ne+lj
zRsuBMM!%0#P#JEB<SGgOF?l1f&G@-4%;QvACo3}ei7+8e4DIHl>e1=8FA;8{<Tq3Z
zNSToA$D(e8G?&wTqWfs~FxV9=aD=sPjU{h{twwqEe%A=w<+Dh%>PPlME}DHJU&7r~
zjDk)323g>5R;=<`%^h9>#tn60-a&~j2-;yMn2d828hv{nD2Hfd<NTMrAJT_>tYx4i
zs!E%+Ux-q$Lj`9lCe?OgS$!Y#!y{kNZi`7-e5eOP-Bhx21O)j2r+8P=>M&etKcvS(
zn9!Oy3S7V<R0Tfa$j(6xP?eDVb_a+N7d?9z1LKC=$G#^oe7g+pcy<6)(Vo{blB-$C
zv{uZSBw+HpDu3<Gy}ttkWDN~J1zYib3!O&r##8JNgQefWCDP|Abg%U^q0Zv6|L@|}
zQln7w**FE#_aGeJyk7>FJKBbpFZ!>JPo|7~X#KL+xB6EC&TP?ef3BvsG^bb3_~V9v
z`1I=}!*_!#@6%YwYxEL66xVei?fwi3mR;XyFBXw5K1EHv6g{!=s8_dwK8|5y0JS))
zLE<Q@gEl1Nf3g;#I+0_2QepjM6xNFTzi9Ar|NS)t3xNI5?rtnm60!}s`DN=BjzE%X
z#^V!pz5)w!T9~@?K^Cgxis%okPv3oqd&hq~GVdj+S3D9g8h=%&7|K<*#qFh{S!Mm1
z2n~E-D235qclbVru$yTopg46)Zjyv$v+{<(dI7c$fzejss`wDjg0#!~-SN2ckW47E
zFqdoap~lc-tpN>X3St%#4j8pB<O?{=w=>C$KsY$HVGbZSTx7*gxa?&FT4aDlK~GM2
z7fQ_L)8uIdwQw!#)%)x9vwofu=~H5s^^gG@s(=W?FuW`kxT$D&=;I_R_eHSF9Bt?O
zXMRDgLTGcy=`=pX;o$d*ZyYxsHjmZ*O56zu+h9=^LA1`17&WG_?&G-bV=}4o=EP2Q
z$nM#YzJWk~dVYad6klXRgGMc=twp|#@Rcab4Q%>meS1RcmP`6e$MkHmSTu9bQ>H$p
zTJacfVlL?nu0~}&IcqzfuL10j+8HfwFflsrGE;fQlFq89&#0w8RZH*q)IMtLe&oX~
zMdOqXS$*@OH{-K<25$rtVd$6e=+8$NyjQFQPq-H?J|^j|R_WLON03p@t(D+vu>LeL
zu;$)u-uHVY0ctTnvrjfX*_szVN!FkEba!55vxTdfOHtXU2Z0boty*KUb{MSym^Wuz
z@?xFXC&~#Q5I<JIwG)x#gog-UdL;9QQMDqlR+Sr@w(mdJ-F|bC=pXQqP2TCj>E9s}
z-%le}3e}W7{FF`EX$&9aAcyQJYoT%e`U;iwkhug3ChN7s_S6?jl#mR6a8{}u67PXU
z+8jcYm1@3?+6mq>jS}d;+drlI0_=|Wq0e}xsuR}^=_qvLor)jT=ogwg-FyED8~WwG
zXnuFbLYDL2es^j*Ked4?Jun-vbJoO!vQC=%{vpN-GtSlIy;*c~z(3e*doa*GHq~jn
zquwj?<k4xC1t}r;6#MvhPUOe@Fp{W9wI;WrHiren?AYmthcZ9Mo67u*G`X567w`Mg
z_*1s#`A&`B&knHP>ue`$4cKgFfI4G`<A*9(W~0~{7G+vi{kXVYKTN;1LUUSH&XDz?
zji9b?*7rBSZ-F~~_K!gyVL`TP=d#et=CB)Dgs~ohe)DgWFqFTh6fD<-?m!=179A0U
zLm4#W{m=VyKFa%U7Ea5*hFrpdVrH2LZZ?gVr|vxXeTq<^5R+OREXNQ;Euq{I)a`>r
zi|_rVRDTHWbK5|Dc*P#e)}CFVPXqTyTRtLw6Jz&(Jivr*!UfeX(S3sy6Y~2T0K{xe
zL)?IHU?B~KAz<o3I0#ki`Iho!5U2)U7J9dOzy96WTZiAD{<;UBKkbR%sbE{cjpyu)
z?9BSw{w&~<tdMK8zi3<Q>%r|7YwJBxeG}l~lGC~MwIKh`K0Omf{B~J^Qke=ql#ru#
z-y$Aw`TkK)yE1=Za8R~^(o+iiJ?Z@gq95&*>v0NCIqU~Q{Ht7XhQ`kmse6W%a0K2_
zdxE)Md39bsmc3{9*JBQ#3N$*<Z&$b-`90RXcjsigRJmW9Q~@TRTQ~Aw^8LK&nhw*T
zJLJX#AmhA;!j&ql$kTn}fkhSxX*8hac%3qRQNQ0_6&>G<k~zX_+>&R<?teKaQ<R4c
zqlBb;oo#XQQ8?4LJH4#@^Lgq((w333&T7e47a;QEQ?BLF(b?7y)!B%~IR+$0Cv>GT
zV2f3Tz)z&(8b!SF18VkI1qk}O0Tg?4;0~pq+^RU`blV^Dw_;XgLXN}sT}JY9cI?>T
zRfbb&RZxzKC;xr{i8V7uIYNg8Yw_dDwK}S+c)!N3R$-gc4rhGA&3x8<c-3@gml1>C
z%~wXW`0sS^dzRFLTm(n&G}@N_i}Y{9bu55jW#u)$rH`+2MnVdkKR@xv=oQ2oEH7ae
zKY5J!<K2X=A#`(Kf8o1qq;ZMH*=Y9IyZ+B4!N6YllXLnHvI^#OSH_IrgUco_W*<H6
zE&b#@EaN8k{9NszYv?e)uB5<qLa^0BGN3GQEB~Un_fL<|L`>FaW@!T%pVF^*H?2Kf
zdinh1&MasUyySK@(|g*OoBFPeJC}yhB8XzjOYWD}!Zs;TI9dqHRP?6|KvW)sBcTKY
zMAQE$1C`+5Yd?EnZ(KgsuRcWcKJof8VwrGv1wDra>iRXfQ?)kv^5=b@(LJsuvLYX>
zxkiv<!S8}X%nz##ktmv=C;$Yf?<3>M4GNx?{Lzvka>@TW38M1!so)t@!jIkFLKq*H
zl8##A;E@P3f>)L`!#?AAVsj@prK0sRRS@I%1{4tE^EV$vG`<fP2ideG-Y4!!?Z`ao
zhs$sktoBPSp~o6zC`jI~CHQw(1pK?RS5#)Np-Wwoj4`M%X}`Rc|MkD%A<};=M<<jq
z_dfLQ*COpV;fx+8*<&Dz*Blv)E{kh1NkrORL#}DC6B5t>qiGk0EInwsBpXL&K|p|C
z>iIZQ?;p&IFs2|jQ1BtJ9VKMHshCZ1yOD=;P-$&V%vKD5+pW*Z9JRx_0nMsoEF6rk
zB4=`VW+jm<s&VmcMAlq~kqQv<5V;^`@_+p&F~}!jp>c84h~^4#%({`FoGlvl$wc6w
zhI|caw=RrVScmHTqcP3BwSbg_BEWFhnmz<UTnGDw*?FUCPI9+d6@^==?nWK9kAJ_r
zZqS(|UKGq&!HyR;Sgb8=(Kv*T$uv>ew1gnQYnHi)f)JK#(gr<~6c@#gHr@CN0L~7m
zrR5so^nzCj@^og3IQH6Vnj{(@sU&3Sb?Zn{HAh&WF?`o2yX=Ln`p8CkOPO4Bow9r!
zkRLTOZ!L0?z<0Li#}|}wIr%Sa-GBC2{VeDyABt%<4Goa#h(4>OV%ubq9~bq_P2okb
z?OL81Bh{=PS#D*uOjW)7`fSV0?a;TgYbgD#>AG!Ql)B40_52~#!t0a8!Od^hU@gcG
ztl{4|&&l{>ZT*Sp<vvci;YW`F?>4=sP%Nen!4fGcHkW;J&(V{A0SQCZ4;VBx?n8C>
zYP`+f7VL&kPyQBKflpBFv)M2PTDh~F6TX^@a>xE&7l0jIC&pP9TM#+=K0M!ien}?w
z8uAttl9Juj@xer?UUA@(Sa$$@xpU)1Vuw?~{wfE)t*EoZ^fk`}P1U~o^#^eVOVLZ?
ze^EEJA~o~3Jv*S6ET&uc_X5<b30@(;kGyhUc!D4Bqj@N`OtGu-uO*)<l!_FkrJz_r
z7jD#id@~XpG}zZ_I-$4x*dOvy2m5Mql^S2QkfC;dkGSJEF65xiFNkMhCx~|sJ7|_U
z!~xT(RJ<7R<hNZqw_YGRfWJANE>b_hFZI$!%3vR@4l2*ZQJm`ByXol;k_#_WmvIC`
z;0ep*0wF+InZwSDa?>x#A|si<H!w%d{EbS#-%#@q0XzJMmHhbMIk5Dq{Hsc@<^P7M
z{<{C{m&wB|N7bdornN9iT+Wi4E{Jx?_9GvV+qm910Vl_8(0ph^p4au))Nx`YxP0M{
zj%DLELE-JFG>K#P@>zM3#_$&Ltew(@gVKzf(u}sv%ng%^8*h5DWdo{Y!65sEddN5N
zcDl!6;qM;}y>_qZxS`95PE5AXzgr|M`8{TmSMS@Du2Uubt+F?2FUm#k_geK!jEYCI
znMoIq%}oCB_`-YB;CFoo!y)_Rc4fYuy}eJs@b=5DaA(8hp;ayKX9d%l$sUb7-S)Ni
zjQoz$dL>g<-Pz<xQ>EIPRovqAV)wa4MwANT?>eo$eG1eZ&e}ZxIpr(fq)lMjR<sqj
z8jR?-*YYaJZ*aaPUnttUGd%L0_xN|>+IkW_T{6Q>qvS+GvhObjc$rF^lssd0+TFZg
zT&@gfb(_mwWzIM6WM<|}P4#SOJKI(^v{dDO71TB`&^OF7(p?eaKHk{)R^$Gmg}*VQ
zC0^ex@|aTZVLJPLgXdqJV(4PnO+M8XdD`bsA=E3vl_=7#O(@3OTK@N_nOjE{XH8Q}
z<mE<tPOz=$xfl?+(W2TAMjT+1%g)mucSkuJL3!_+Mow*!m|>Z`fooT>?Y8m6xynOX
zq<uIH72IN#Lrwl@(fE$h9GCLi+1>tK&4)Io+kLNs2xl%|-D*tF4CwF_kxI%V^b7vS
zu)-1ij&=K*KpJtVQ&_L?B$V%j&LO7lzTk(WcmgCM7`9@<5DT|^D^`?dUX*gDaDz-b
zhxGt@tRqW*^x^vBrI)6Z!f|hL?2hp_tTS(dNU%PF<v$V^i&lg$DJkW&ErzHYP4RBs
zP?7gd+fY3hc15zg!c3U?K=RhkgN9H3OE&Ba$kA_CGIw!4Q$q2n5I7x`KpUeChc#)u
znu>emW<VdB7^MKq&4ym*dQgl}bn;tT2lABm*qqyDYIL{rtl4)ESu!ynwr<A0JA%Ic
za!>FccjAM8qsj?xfJJKymF3-LYkt2BD7#?L2OhKMisAS+t3%b&e|Fvtcu`zh;Iqv-
zpoKMz9bIFh;(-0hQ)NLi>Ytg^M(a|(-LlW0FY$bCeApCQ9rEF8K}3JfvNN-UoX5(x
zsQXCM={WOV%Sk&LdC^U_hdXTc4m{X}%D?%2`LXGWe*Mxl;PB#19yiQ~d~+HOw@AC(
z{idEZ<9;4L31wsaU<}`8;wyJNqMt0lL{Xi-)Jj)R+Scc4JT|No>9!3H5=O}(s1Ko=
z+h~8`ni(?D2s7<vBEC!SqAx{Q^$*g=NR@x)&Pqh7WEU|#A$bQeq4jM-6g^}Lzf=P#
zhWixf;I9WC*YqoP3LW3l!Lf&*A>)FUl;bI1;n<b;p_EADV`?Y#5>7Fxz#z|I&5+K~
zVVy?>F|p-Km3|kNk&NCa3g<<5P=~VV37c{1adw3WlY~BG&LfXB`;e3yte}GVCq(Xo
zN-(QcfC&LH6@pwAnwiyMO!avr{e9;9KTotqG|-<E+Ij4oIyCE}J~+g<i4ZEP!u*FF
ztA>VcI)`pN??M6;Rup0`i}zhh6e63|$BIohiz#ec+5QV(&HI&Daz%(26Z#>$Q|{{F
zME#uj<2$s)p7l=VX@GUd=9++}i7ef&M3NbWd#tTfTtQzRlEgH}t$}q{CpVbrT2r30
zYm1val`}DvGtdz=&}po#_Hs;Oe2l2P8HM=6iQ%WbuC!#ZI2ZYBq_{G!Uwaj3^or<m
z9diYwel5sO(mb6B4@>bxr<_D^UMPP8Z(MR~a<wzJN_VMg`MC)RN<x~Kx16cpg)7l6
z+q*^eCr9+V&HEJDiy4cI8%yh3Qj(16ExYm!Q*PJ?E9f^0tW(=+G?XJ$GhGdSbAEQ`
zXKFRca2|hl>qI_u;e~Kz_HNgT=v}`@{i(3kd+DqQP$m|(x~&ET&z8b5sN4eQf~f~d
zeA+OkDD@YIPPb5zr_eB#NCh_xVu?)oVGFzXV(R-BUFrw1-xI^*{DtHFg)?X*_B&Vv
z;9%(O4ce~pmt@yLA0G9O<GysRm|>f}l;vN8GE$&36(J10B-5+<rE8->eTOUMsWn@@
ze_L$+gp;6_M3RZtx}lzGNipw`S%P(O&E21~3Cx*O*?f1`9y_1pd!IWuW6Ila>=~;L
zkI#fi;e#;@jil*bP>CIr8*`eD3rH4uv2icE($#4nNucIbL<r6y5Bp}Sdf};E{QnJP
z6jUfFzBIXC<2kwg)xf>))Zk}4Yf(h@T;$LY>)FxV%qx6ZrZ(*J$6w8A$57^$0Eg9R
zv}Ch~&kyf+E&)5|r;?9%RTgBwXp*}qsk9-ReC_zwI{DCXS`aQ+Q84H)%lvcO<YI}2
znj&w5DXYU$xbTirA{34EJ>Eykc@dk2L5Q(LJ=Vh5{Z)6+0<tB#7HY+q8X0FsJU?Pi
z915G0eQ?OmgpBi-YK4wq6OJx<phLY-bl4#}8m+Sgo5X`XO&=Pxhy*UktjT*^g??nN
zTybd=pmrmJ8r=3f-IXw%?;h_i0Yj+m?4ne|>LiDZg>>!eud7*??FDSthUarbp+)5V
z>YR!fx!<ZjH<eC(OnB~H|6Z@`X{aJ-=p9h&p#;vLubYe#-LIkQ-r1ZpKkNhlsrsNc
zW>Omvzl&5QAAc`ccC6v5wd&<CudPD266LnG(~Fh7qjR=2PokN(6ir-ENgg!&WjOq&
zLii-s&vKwZNn)3e-VNgK6IR<TgE<G!$GikIeJn#Zgk~J!1XP&2r%M<p9((p6BqTY5
zVescBe0O5sZPv(Yj^Z^=D+2B^@_P45oc4qXx1DlfUX8Br43oqHj9f<0)Mo`&mx<YH
z`cK#?6q~HA2^F(YCom;(Z2|TQzPG+_s~O6c;M46sY_eQTn696qlE}JtsLuoNT()&A
ze@HCRr4%W%@DAy|PX=;}A6lPruSf_PEsJ9@mTX6s!a8T#?ALL^AK}BEi~?;M!P8y2
zB)NpI$mXtwrVCd%6iNKt&Ym3Jgk$cWqlI)^5pt(|wA9`>70b6l4j(4P&AA9^K8T0g
zzc+oZJNtZFu4cE}9hdVr+*a~op^G7ZvxS_TQO)+#or(OJ{$8hE!HL)ppKnPUi25|y
zi(orZf6C=1cVtSQe${USV#Dhbf<h%9`Y0$d6#Yn_>dxI#`zMA8WM#g%i0!$8QnN!S
z+Y*|kim<~dnjBJCII~=y=fnNjHGjY;DNXgfJ;S{7O4;jiCX!(tdV>4V@G{7m-Yl$Q
z{I9@SeLoU1gz|Etw!^V=v3Bz7R_nEI=&<#1S{e_rg$*@jS1~|v<-~pfh<Cs)X80bf
z{MhNK%Tr%A8b}8y@?G--0&=my${BL*Q>Ca-NEqz74(}1P7*MOe4g3HuF>-Lj*eA+o
zxdLOHe}4*AB@p7z!Ien`A|TPC{3Zg>=C-|}LVFDf2nit8BMM6Z@nj`PN@_PZjGWFS
z=trtlq2GIOJrViCuX{f*_^%a?U>F773U~qm*w{Jh#Hvm6+T%7I5V+(IT)Ki%0KYYf
zEgP!uyGtS=HA*^?B}iDZ@V<~_;*<7za`~zd7D63jBv$$OB}MTcR6m)kUNYmDQe-~t
zB{3-%%;!b{B9A`OFqNzTF~bNPecExe-!I^msu-dh;3u$Fp-UX8y`!v;0Sq{B6dwY`
zBFJ^XZ5U?75`pWRI^oA?tnxc!0ucm=gldz7Nf8p^tW5&q1^~D_(gkI86Q)ZMrcZ#v
zk;y|sQ;?+u=r+b^wOx2fNKnz;9YkKiD<*46hC^r>=z?amW6-f=Po*VmK?Pthxg6&#
zM>Ok4=6wT|{gQ#M%SIPweq}0i`88O>N*7>jBLU<|4HlUt(7v#fgEKE9x|B|4`NMX<
zhZiw?rbp668}K8=x1hpHFvHPYdREr6`PGWr(D~3|RYo_5<WYpn1*xn3>0;%H89GQ<
z2j5v5aRIkCsKP0-`m53U8xrBKLB`IHfBuFW-&LI;d~s~UM{m4pX#2?(S9b_)GFCo>
z)_;Sc;-Z+O%p;e`To`x56;yoL<U5gWDr3Uxd>PZ#Bw8)g-?c(GAtddzTC8Dgq%7{t
zcm%z8mklGQMHk6|E4I_wa+*d5b{T?~J)>x)0}*JKcktbPla-*=mB4}AE20|ORLD`9
z_H)G^j<#SxbqmT-vnU6bsF<Kgp?{hDQoA@tBH|G3rJ5xoTev4PA<fmQ)n%@~w%cs5
zFFIWLlVBK>Ktj8U2!nPY1i6_o92taM`aiNS0O!CDdh2d9|EXP5+82y0;fvyxp!js7
zMmQ_Z$O;C6z&^$nzKU!<fQ$cT%Y;}Jb~ygyu#LwA{HThUEXU`CDBniK(E->XSdS7%
z$UaYzeO@@%YM#}smHg#ye<ROW4g1)Y!u#I@Y0sNG8ZFjMD-O#I-WYzK<GVTR_$@%!
zo;l^&f8T$g*MWg6^sqMYjZ+1Gz6{Sdj<LD)zN=6XZczyx%9wk~p@Z5&KYsQf-+ZX7
zV9P(AairCMKRMCtg_FfYCQT=5!;o>^8qslV?0+op_!jpB1P6Hp1d2+@C#I5qN*YR#
zeojySoS`%sGnC}1wJuJD`aZK#o!+6~si<KPsH5tln1-wnlPT;<F<(2l+0aaqmgS$4
z@zv#tO99{P*8csM7SBmn+-Lj+{R|5@_<p>#doF$DVie2J*KWEw!rMP0AjDflPWLl8
zWy;7vY;r1$`Oj=f`><PmVOd#gjeB<E^P;+-`XDP0tNyOhzUr#CNqPfQ{Fa!us}~Zb
z7STHw2A^NKPfi?19pwMupw-h<>%By)HIR|c`uTOTnrjK{oa7{@7i^SV^c<!)C_MAj
zF;NZFFnMg<_R;cvlIe$}P`Wo)Bw3|Rk17`9w+7tm^_<Js#2W8++dt&o%aJT_IO%sP
zGbs*v9_*yhA1Z+Y*_JHy9abkeJvhX0-c7T+m+;6Xd0>b<Ts5b*WU~0Fc|*H{sL6+Z
z!^ZpfI~^WQZXM{SrsOETC05-`(VkBU<96iJ6HvNEvhgZ1=YWNrfAxK$RT9m#jWxq>
zZvA_Ar$OGtE3qR^+pCOhI82y?fH22iyqlLKDQMi}1uwp<TS(-$X=;#yrw9$CkIZaT
zJ*R&-4{?6wfNFcoA#G02qr3FgngH1*b2~SdE}Ef>l+?*6GMpBlfgy7vNhT2iwj5$Y
z0;(>K`A)AQlH1Y;91<YCxvAul8{XM**@Q_(l6%=GVh~0H`H}QW!7%S2-&3y?jq2x-
zZP%rd{r1){6s(++gSvgU3$5ai!>PmZqwm?%4yZ<)-b=J1B>d4n)Txgw%7i;8?pD&h
z(0dy1KqI~~Ay4nFqk+cuAaAD2dZ*BSBhirpDo9~eHgq$mCh@J>$?a&;b8DRjp8ojU
zgXu@#7XJIb@<BUba&u)N=EctsQXY02{huqEk7wSs;8))*;MWp@F6Kw%vGeM1|BL0z
zkAeHEPZkTYIFO{o@A`dgx$3lR#!Zc61#PL<JZU~1wSBT9bK2J+K&D<GS$iB~B;ozr
zP)z#h`*;ocd-K3(xq<ib&os``^kjS19&tmOZyhSOK})d&ePD*+;OFM>R&F$TEtG&;
zi761^{-*F&hfJ_4EXr$Iic+42ql6ILaWWpUW~IJau1#eD`j%e~l1wjY@Y$$nWnGVS
z{bqU`JJBS}J~Z=&C}HTN{3a`XsOYcFuBlRQE3pWIVZ|i1D=4|sKi^QTL^F7VN`V(A
zn7aY$BZQIzNM~*^yM^1iMv3!@&mfoHvy76YTgTI~!+@_$S`&54?J&x`DPj0Kd<i}Z
zqHCqw9V`{%;7WD=WB<-qGiGe4-ag>WaEDl}YDI4|hN0RE7{l7%18b0xJqh%SLOmZ%
z9a(XQ4~2(f+#68ZSyR3_9ZK7rIs6(OO=5IMhxfyrQd~%p+NLi(ff5XDMGPvGp!(7U
z)yKu%JbZ?BBv#AA=b$$%weg(_8pXn=A**QJCG@>Sq}4VFwiBQ$@+bA4iR-N+U^d#s
z>=7}YFix9CRxG3gKF&KJ7N%m`sjs)HU-_!!+x6LgE25Ba?LXlT*B^h85ORhJ{DnO6
zj!5B{FA9ddgNCUmhmoO`13HJ~l!wff+hf`36vgUdBA)hk2+#^F_fL)Lzxbj5VpW9#
zq9V=#BY;KX{xl8iT59G*(?m`<dB0BU)PJ8N^zg^cyg!Gf4RdzQi=`tHBKWooxU94>
zyy;kkIRe;}v5Kx>B>j{K`Z*X3UMc&mYWtS7IegJkge38A=^@GCS47Mxn&M!Epyc87
zf%j;7NT@i&74%W!dw;8g3<xk*!*2Om7w9k?+2rELN&<v8(rJ|0Y?S(tYfPSzQV^oc
zIV2-Rg4Q51m13wsDWQ1UPEf>@ke-4ArVWdO5(aW>NhF)ZtQ*=sD=C(qH+xY7IcFCY
z-`3#3#yNNHN8>sM?-J}ega?&y!jFUu(GP#t8NA$9At8=wn;u)Nq|g&4Wjdpj*kPsI
zWhQ53agmdq3A8JvC0<$6-`jG$4g0+ZZ>hK69`mGqA}j2<)&9&#;<4p?Ep~=}La{V;
z{_73$5L!TopPT!pMlSTvbWw!07T^oYUS?R7t|a*PeHr@_H#{b=DEIYba&^`MS(TX%
zPYqcz{SyK#PG2}ob#VK<7_ut-a$oY#cg~mv(1!*yyU73J=)B{h@c%fT)tz~#tb{vM
z_DXiSvwf415g8egS;)vfXPu0el58Qeg(Q2EEoJYSc}5)0-S5-yzv}TwxpQ})_xtmD
zJ)a*i*peu(T8ug~l)4lA_#kCaH=n+8L745gY84UZ^Vng*1W9}=7S_LmA!h|Q!B8tB
zSluGvqsvl+@;V+t#VP+XA>nz>=nmLj0=&EbS@sV^{vq!VRFGc?83)@UL;GOtOhH7v
z3KLI~zx-ZzwwC`#oHhO*=IeFz-uzFIJWQa52Qx<^R-pMJDD*^Gr_O+MtiacBbX{;z
z=jBe{h5+wX9o#eJ3e4o+=@i6l<@U(g&%jRH=#h7vj7;VG^95fjysmFD>BMMccf#fB
zR&!*jYB;G?gWeN9kg)tXcVhSjNpu_S@QW)5g5J%LIWE;J@D`cB3nzPNG2Cs*(Y0+C
zhDZ0WZU!wPw*Qj|+6`Z{X|<YJx}iPX!*}J?Otn`N*AAj>1tPY=d*u+h%tNFi!7~$O
z*~*V8V355$$BO_SY{|TVU@`Y&_*}4%?u$<oUqkp^rhWXdNY9d%fxLzaL$?uc@f0Hg
zCfyD~iKCOUv`r6t<#K5|ho3a?7lx*JV^82xdL~P2y{ttBn(O2OTg{*HU<TlW>q>X5
zxF#mL3OydZ{@qdf)UhJ5clqT5i4WiI%F38lxs?R``L*6HP$<At%u{P{E9h$g?Ga3?
z3+262>@s_|o2YibHTg~QawIEYTQ2*8F@buz7eyd4a-jzQrO}Wtn(}>)T|mlZ#^wFX
zHy<=S9Y-aJ1{>kN=y|H#7hkzhHsVoW+(>dWOQt1<a-x&5W=&@|NxgTd-a(S|4?!hW
zKZXWQDL2m*VN>!ksmMMG;rDN;_ODI}b}N7=0CKK#5G-1fW<E5`hPvf`YS_2iV8Vt{
zNA{|DgJ1kb;s2@L`M(ow8!&J@6;vHKCB?w~5f>gPkUaoki>H<!%}YejpTRD@xR6OB
zju<vD!^+3pwO5H}v%{xd%O>*5E+Ncl&(A|R$yk;=C8|p$hAFY&iF)v;8BecF4kNjw
zkAjkz${nB$g9moG95~2CXQk9JgO`;dJSmbl;=OFd-MP7eC;k0&nhUN!-l!6?UPo@*
zQ}aE&@=l}7|I!F@UW;8_-c&TK3*rY4KReEvXCEfUf?FJQFiO!U10^OgR{prjeWn|=
zR7KcJ!U%5mN^IM*!h_p$?P%2hdR*1C8PSMuf}g29ly*Vn;P-IR7<dZEe8=V=vrCa|
zX&4*PTU65EdT1&fvt~9syo+{SjXF%%En}RHtyWP!5E~zdP)cd@OaA}5h#3mN{zf_g
zESLOUR`#zO)8P~Pzguorb=ARmG`ldeL+`I%>V|bdIc9t@_$Oc~TK}>1Eq?sR&B>+2
zb0J`h5Fb;1`6|EMUeptN#+f;=@;inE(*yr}GO?AbFf>%I>D`=uEQx}8VPhXw#KZdp
zE90UdA0i~niLxOd!s=T0O7L0Q$5iIX1`jeAqwv&`BuI$S6?paAcwh$lSkn@Ay35V<
znk_ooKU(?P$$uYr@`5Q)=dOs(Ar{W-OVX%N^OY3NrxVqBHO^*%>!b}e$IiQLN+t1i
zAQFL}WF{MXHabX=RJgF7tJ`5p81Hn9jfAmhq}2r_N-UuR)g~R~?{mvD2U~q4iqDTc
zMX+6i55H8Ks$ulAfrn{Y^_E48hiwC!(GBbzC|Z2Y;U_f3-q&DNM3gP>VIN<Lhf`~8
z#TBe1e@PaKE)ZCLhXi4hCKd()ZvRV@!u>hXo=g5hPtDI0K|f+)5oE#lC6X}Fm$1yu
zFgh}m21|(c-c4;nbNz!B*hJCai6WoxMOBKkF2#<K*StPVD183%Qs{B(j{_Br3A;H+
zO_fFB6mLc4)ejbL3`jN%*Di4;9Q=JgF+u%UH|&$5iqX6L&v%C33Rh~l1UE1VjEbFu
zo$EH^{n+9DzVOOVlhkFgzJ1fTEF<^c(}eqMZS~!%-=fm_j>83NX`X5cu)Wk}d?8_V
zU0Fs_aR_zex3v85FVxhK(#TLnPJLizRRwBlW^!uy7t4CSyG!9?r_Y~ZrlWUV){_fe
zISYk1M0#9BdR#<u<{oKSIcNl%u)b3B3bxWQGSZSCVO$#gr7$+BRQC<z);+g`?;0-O
zT~07M(wDHV-3x)@bT?$(rpufsJH(V^-6!iGuQsFwGHs7zyvg$yaWB$t1`(HDFOKn`
z{0_!Qt+*quo8KPJHWb%BbDwGmK3mZ}a`&?d=v(i8C(`*T5104pd}qfgPU|}aqI7a<
zQ5&erZPom>|5M_N4$0wrvr~pW@#;R0|MPcH`7iW4|I@we!Q+Q_+`qRv=vJo`I|mqD
z|E2B}_Y@7y<)G31h8_sFw7n<D9BUY9_A8ksUfjyPGDS?>wLnQ`I>q)`o`d`wqhZEJ
zv9}9#-cq4#lA{(HG@i1_dQ%-;`OKabN-4v_(Tk<!cA<+AGB`yyH!-oYP|HWW5wChR
zPsvyYNj;l;AJWBc`#_T~GRku9ixN#Q6%o7|DxJjc8F^f!4okDi5|0M!_H_)PyPEEJ
z9wR&d2Fthi@%gIEz2%&sa#}XGV<@5z(^Sw2mmE`mC#{|o5sL7LM-_YTO9F0l<TnqN
zW}X+S=TaAk`EFd~Jt-ef2-@cMy_$)4*p~>&dTbcxGEc(!m1HKD0<EA;&xzT1-c$_>
z-(j{NfC3(|341iXd$*8nr-+EYWmBcfJKA<0j}+dV-~6s^dF5}UDwrW+#h;_+EUzBH
z<lVdVtZw&x_vSPzG3lb<!S94S`BT$lHK7XoFsIjmU}^v?m6_VZA{Tt3-;7adq~)0O
zz(cMlo<hcWYv{85-{5KS&PhQA!tpNe{>!d(TJHXSrBGRF`mK}By>HSC3fq;#LGJk_
zL1neU(=mTq1CJhrES0kZ?P5KGNN_}u7Dh9Oq-Tw!4fl}U_twPCfs7#HY6gZlfI1~e
zpvdEmL}CJ9K&)cU{&Zse$$6Nd4P0Z;aUiN@cj`#|LBPu3=T5|wzrEeBPbFCnKE=Tr
zGJWIN<lZU6+EU5sckk`?Eq+#repasd73(@4&nCLc=SHAug(*fMkci3~hb^>3KqJbY
zYzpT+r_McANnbHw-ycJdr+V2A(5Hf7_#|Bp*?Gxk`{z=ek2TezR5D6NbN^I2+rU(z
zsGQ4xFI@{~)NFB!c<YhGC~8bVD>0zH6@BWp&+f6iLW!lg#DUGys(2L>HqU;ocpAFi
zbj=!n%+7$4|F}!_17RTeqb*Dy?A1b2<31`I8Zs&f`ZgubCa8o<?s+ydjZs;B<+rR+
zyF=NT^U01x1FR8tKLnT>Gxu<n;N9wG3KfaMWP5}RJdx9v!V%XuH7?20?O;3{614!S
z2N1J8On2=UPFU_L%crq2Y1K^MedP6aJWaIZx{@e0G{R3RRvRqKpqwGE|ER1|={5k&
zyFE>X(;j$u6p9sUIA9YWOaZEG1rc)^tHTzK&ZOis_<^%#02UTLESjF0CR{Sd*hWzE
zFSX(QTX#*u<4ox<6_#A0ipVd`aC1spq62sgUB-)07IiPc72q{beqR;&X|lCP$^4#o
zl&LrF{b7^<8?N)bMO0J^m0A`l%V5VKKTvQ)hHIUR_E}t2rG90VZdH|DRb<|TYC<tb
z!QBB1WYp!J^DeQ0B3??A_lqN)upT3hxu!M64oqH6kA(H)*gkRY7e`sf@=iwlcQK&!
z!Rqfn*Q>@juS;Fle5t^GV=Js2Qm@M&A&eZ%SCx{#alY2v-SiJo8LH)a75o+dgq-3u
zw)^i4mgts63BWOJYj4gJ>GfaqzoDYf(h|kPLb4T7Xq3Q_<LR9uN>w}9HR(#Vpx$d;
zxH@flY*QtD^S|7N*tYE%xNwho)2G2^lr?VVbR9f+NxE0ryw3f%BBi2S#_{6~;}mKn
zCxsRzKS%`Jq`vn<^VQE*74MSDzID}KnY%1DkY3cERw7{;$;>hTh4Jyb6ve{o!;vRD
z#j)^c?5E)HK1h@~6H_%e&mSbE6b0oFgwoTueeT#q4VDeH>l=HxaV`BVOWVq_v<1h%
zt)<+v;+m>Ju>qsnQ9k{h2S*HFaC@6GJ_B1;WMT*fn6u_{`BUUWn((ovQcDYCUq@fs
zQlB@1-=GZdYk9R|-Gnmuh8b(=LCnZEFp}nr6O<ZWrcN9m{z*g0*Kedr*M<nfp+G!G
zM7~97Ka|MFgZgIX;e0C&1`n}Gkg#E0z=N2nfjaRVjnn`Nt<-kmUvU4%;X(^VZvm2s
zUwf_3qjVmRkL~n-LEiI}(l;Peby%oFso%p)^)La;3<K_^smFcGMoD42JpwOU^@4(S
z;pvu17*ChgmwE>OP{xaRSnY$GlmOE7<Y+}puJ~5D%Xmq7mW<U_E2B^G)vK%xMVsC!
zefI5Ka&_G8sWRpz?e|_N3SFI%(gbrRZP<*~FqaG{oPk{=0T7uy<3aNxntDNJj&5JO
zgFUz(Y&Y2j7@v_D{3i9YtUJb_7@D$|GmkQY6O)8E?mkgiKt#|%g~QN+R1Q2L$nPFU
zBrMal!zMMD{oZ`V8I>k_*cyKDzWo+%Vik}3RYwB1&24iKPQ`B0E9M@#Ir5*-(n%EX
zA&MbB9xdL!Oicu*m{@SyQ6KmUA8$4N4=`IYHV`|A_0rFm9|0sO&<1jZjo!&B>@GI_
zsaUEI=vYTpQPb+Bu{cVVP{C?c@y^IpL?FG06I1DO5cF$syx?kH0YuOE2vNL!%WN8m
zIx0Ro==kHChXV*W)=1WbI&$;-Nia54{M&$PCP?6-tkKGN`$wa9zqmNV&rjNQrs?h?
zN#>;p!1)3&i+?IenT8^lQhk8da*N)>T}Z|X9z%@fJjftbOHB-Ai?;VxDVqynBU)Wz
zC6;%;S<wG4mo9q5+jfoy+_J^|($pc}>@K5-<`z;Pq@)1sZ8m;9OsE9y^2oWMR`i$E
ziyQ|{N*Wcp?0-W(uWqw;Rrx&o;TP{f|0rESOqqrps_h<HKA)VG`nYEsObry5VMUbd
zoa$sSb~w@|i{!Vfw!jDtgd^?AAR!`xxBbDZb-_DcY`h$)ujlE;EOV1=?AY;YG>W&9
zF!|nJ3eP*)=fLLqC0%YQE7N56>nL%lz6!#htY;6;?aO%3%nv*X3+vjI>x{yOlYI#k
zbS;xh`?7l;EZ{(U;`bGSg@*tsDblQ)idDI{6-ML#`1qKGfU}gMe^GA+2PrNPlaZVc
zTd|A=Zx8w5nVFoF&(km}%P{}q`@N_o7T*<CA9j`_w!{P0cZcsmhqvA4{x1WKJHRbi
zPHE?_#uDP>_CSS}mc+|pPD4ib!IDgdzRSjCmS?fr@=KbL)xwQQk}#C|2_npmq_O`a
zY7jUKXwtKEQ!y0e!DF=RXgGI$%H5rF>w|LNvJoUK5cml}HIe5fnbZnG$3`aVrKWWG
zCBX#g&UEPZczc?8dv^M3k}&eS=8L1av_C0zgN+B}4G#JTde(o;eXAb-x#Q>Z)!DA(
z2{E93%!hyj2C1pD(XCrvLTME%UoWZk6v?&`)eQDvW^>mlo3(86cg9hJadAqe&bJX~
zamVbvsIn^a7nkh5F1!(^J7i}Nzsb(#pWW5w*aNY(GUE){RXC$kt{uaNn%MO7uua|8
zfV&Ay2v6CfqNJdsqY`llgG<dBTK~05*sWUQA%^p6Bgxk#D%nS0FXp#~$*~{6hF_yu
zhF@AtWM$OKi=q|x(tX*2%>NvtT(tstr?)od4<)kvV8{m1$kRo?rmc+CSj^RDeo+Jo
zL%-KQsV@>g@sBa{g+vac?oLSz5%Xdc<}Q=*_e<+(Lbw|UYEJ-p0#6k?M%kQauKw8F
zh~zPO%sz#(5s}dr{pMvsZu$&*j}a-%<fgx>2lq^r3JcOMvQYbWp~_l7mu!qVT<NvB
zxB48%O?5o%M}ZDqK`5wM=K}8CL0#S36HtVg{FhGGvm->-EqyB@<QJ_$p%F!R1H<O#
zoG_~Yj!zTzJ`+_EtF=BfYQ-;Y8?J5}99Ii{`PvnH*&&_rzYiM@+dfZ^6muQZCTjII
z)PAo89c|Q!$ZR`PpzIk$hR-hvon3c*DOzLn$Qcsy%EFvAku6st=LUqeL$jtq{6C8{
z=y7Jr9b?lg&caK{p_<lqH{R#uB+746yv!TUurhizYhcJCD&|}w$oT8tSDKAlB~_~M
z>BR&!k$bu&R*iejeXiAR_p2QyPl}b~+-57BR~!0j51&kx2ey7q+mLg&uJxQuW}Li-
zD)ae!(pUKVv1R$A);*Jr_a$c1HJhZ}&+oDmL^Q9xTF$=slmDTPmZpGKR3{GC5tWF{
z))92WI6bxZ{zGWn`<#0uVcqcL*V*OYMbnieY%%P~RD<(=znH}{_t|py(e&`ZBg8Ea
zj<55*&wsA!qr7*gT3@DP4t8+}%-(AO36$^g`l6|$cwev8huV<89r3PRx)TrTrH+<1
zt2#?8LkQgh{mLg@pXpa$rr!$2FYVTAz1&pv^Ehn?wwUAd-85_T=}FeTY<jEAw*C9x
zpRT{fYB5`eKi0chMLHA3E+;3M-Ml$<tL$5GUSUmfRf&Sx{g=+1?`W`SJr(R|#^S-r
z^;9REN0^$K;Z`C`CX@%)zOMep2yXiH_B9CX&sVovX^EdkYklHBehBTZvYveLvg8o5
z>&!0VtpD%xP<BE_$Kxhdn}(=6!HC#3gm*7$ZP}&XGF+?zkY_S~Wt1Qj)RfdSel|5Q
zRERmbXx_lS%HGGGw|#{f{38<(Pgino6*E{Vv;f%@T|=-4KS!4tO$kN<9(bHbnEeI&
zCI+bxG@7aH3gPu#NCL*D)5{9JitrFf2XK#9uu5f8E+}eCwqg3>JlcZ5X3tYvh!7M*
zQ`s6s4h=+e+MTuDx)6PZb>-evFh|JT^6&wA{@S~nlJjNfLI%5*Lobz+uvxKzZ7^bn
z_>7J=3Cl$<0G~oZEz)jh8HxA^=jwe1_Ngw&Yc!q@%8U|Z4T@pf!DNa(vIViC;_G({
zb0$E(VXdtwv4q<w`x*_XzTMbT?RS;0e5!Dfl`i|X^RS?(`6VJ10588;{@^@esqf;S
zC1GqTJ2hJVWO-OE(D#=A?m~4&@OGNq3~4Fbnz(I>AuQ%$&h`<cGgt;`GOzJ?(j9YF
zJxe@sZzTO~B(KPkk0<rXo$ktK1J-AUDCOh7jlqQ74AASTE^RoT|0z*-+}69_iTGX_
zOzt+h?8~HE{A2_1*lDNG$w{Qd>4#9k?n%#7LnwcRU@JCOeQ-G8arwy|w(lir!bk=?
za(Fs$&L4)cDsxN&1r^T~PE?ZEIDKd8<8q{OT!iE$tMlR0PQ9<}&V@+kY+NO0>RzS6
zt_>eJl@2*(a<`}hsC-0Z<Pw!4BF-tq<7&$F;zzf?Jcma7=Pu_YJxFOgnDY?CpSlNu
z(1sxuo!K6yQR+q42aCFsAobJU?x*ox{pKM`I_=MS(M`ZBX8EQyjJpIG%J(YHn{(_(
zyt-n6RxZEi852L;@E<Rr2AqV+0N#HEks9f%l_mD+n0Es8_B#0-<=y@ha0%ikEG;c`
zW3@#i4aR(I)7kcGm?7{pqi5!D1p{dIyn#}ehURx4{QfTFBl`D=JC#oM`+3}Es)w&$
zYzCgHKf#7TLsWYfQiO>v2#wx{EnYRbs2v)1pJOriu23PTM4@`ek3vCK?Z0MM^?x}z
z{BrV<VTN+XP|&D+aLP|<`dZFIXLlhUK0o&*aplj~!I(qI+=NdycMhxKV3lzUQ4mNg
zRd^QZYF5M5`SdK00d1WlGuKh|z*XbGPUFDI;ltmbec{n_>N)`DZlcEM5bKIY4pP3J
zHeX^~sadaZ`?Wnn_r7Z6wdEUIp*zy6c}Y)2HT94;Q_*V&9|-TzYB5YB0HbE93;^+)
zoMpUI`hBo|L9&gJ%j4Vex>@BSRZO}4pMj(71d^cd*gp(dW_Gag=-;C4r81{Jj~Zus
z|Ftk_L7)iE@2xzjYkUjOF?1YS&R%!OJK(keypL}7QcVhIB{){{E)6y830o3lBpU(p
zP)Zn?i4^VNt0*6H6D@B-B~iZSpkh-KYS~qbDOc=^>t>Jde+w4=In@s1wNI^rX|_qK
z1L$&gf^CjyU{MQ<Tvk+Kb5$6bOtoS01L0OW#Xvb^RhwNMVv1?qZjTQ<Z$L3rhxw1t
zWU!Gn@B18`nzVkas)*cs(4>|WS?)quSRd;A{Q^}UvNs&AQ|gx7@YO-V94Sddl^`((
z?$i8Sj=tx0-z?HfpVskzGE3F9e~KXd#zG#*M|ZPJfrT?>_s39isU2O%U3m0kb!3^@
z0BzeY_pH*_v%lGs1{BR-mSt|BxTa&e*(rf^9s4hqb>3F}6lX>RatLtiv7n-&EP05Q
zmKYlYw8iKam|I<>JW=%kmdX6_MYJ)xu16U85lVd@I;Ac{JxBc_W0s6Jib5zq0%_X$
z_Y4Ze_3ngBCg_tdToC8E(@j!BV+RXE7p~B8VK1d8uLeV?nL{uUm!@Wp1~x-rBno~>
zJvYp0Tff|koq%NyVrxm>p?k)7)$u}yjFzeRwDR?D1=&7jU#}S(8?W!47)lSvcWdU}
z3wO}^8Wk<afrPu&zdMB#gf@{M&P7Im7Y)meN&vT=%cdY$u&~(gma~{yEZv}-bYHQa
z0->4M_8`v>TUS2Y(YB>oAR7c95x5i=E|Wcu0_I~8-DheSNMB;(n|Pn_BdBFm>K`BU
z2m+g!UXC&L64igA3I5ScRIs~G=C{wNR2*6^NDUwlwafIIJ6+1eF0wBiFrH&L{5vHb
z68gTW`us55InYMUjG(Kc)azcIjX|W7&y#pTX=zkmyV-%6Xb25qNYP~8LJ&wTbbQ;+
z*%|91=`Nl}8QVP{FuO1raHo+#ZaoYCk}izoz$X2aeehGxN=DXN3MY~G)w=4Lwb#*r
zy~Kw;M4A{+hEPhXP{ubyDUy2o7(Xljsz_pLG1pC#cA}ceKyyJ!{X0BtzSv<2@tbY5
zNH9OCmyzL={`3RJshJ28x}3q^N-~ZiFEfa0*J7!8odjz8w@UX38_cB~)_UCS){x`5
z#Xay^Y`Fchx@Ajf!25m8M?84@iUhk8BGs`!{``%bWh4lTO3pRMTyrVr@T)Xi@N<Xu
zn?~}1aJ<@AnRa)L#wVO_Qr^5+%C$!ZErgflUXO^Tn<HVFp<1?IvIWPxY1N<qV%5fC
zx<qv-uw5)~67OGYGXXG4mfl8>#81EqNNGzCob?m8e}WJc5DQ7jheY3Lupu=&m!kdX
zLBvYuL+d@?S`vf;loyah4<&LF60*p(q?oh|Z?MLq&9;v31**iT9l%OHdb97tK77P@
zP=Ty2k`nvjnwxJ9Ju3nU7u}8yI~QTY20SKa&~MO}@535Dk285fRaER{R8<HS;X~d1
zni*=w^Wml4xabw$5Uusdq-y?5s1w}{Rf3veSf)5sd7V!cIYGDQKe4|*S%Zmw4fB7j
zu+U5Y0zp&|lcx>UUIv|5NlIQpD6=X&q)DBD?cb^izrq)RNWwVnuU32g6RRTO6vpUK
zG{f6_qC%ydB}JEt3oe&_&M11ERN(sdlMQ|kat#C%omRx)BH{BUeM{hC6T67>m{in5
zdI&gCuULcjzxmzKt{(`_#9!)po|pLHfCqGftI9g`0ig=u&kRqiPpM^h-{PKPIxh2b
zG9?e{eL^N-INH?Xw(h97wMtoWV25fySK)|i`6-$<H+<arD2M9BMrtc^-Stm_&NVB0
z8l-jo^4-^8H{`xN60c<-4>lZ_`?*|`m$HykHdP3?CHeFgW-Z`w&Ibk}abcLGp~y!O
zbkTD@Cio~ik(HK~wVzFZJ;<36lZNrU6>vs>+QMhf-wpD!c$p`b4Z*ly^#gk_LBS?f
zf8rb0ky~<ao&H)&M)29)d(<8|tt5I;OZfoYUuauvQ-j7&ez^W_+jJ?N>TRUdLy3_!
zi|80{^i3@K1C>T{CiBm0&3HA@SFg<ZomOa$U==Nfk3_N2L_+eDeC#E=TU3K#BlNtg
z(Opgq&u^%wFO@v*MeXqpFN7=!gy>7W%n#qeFXX_^j_@#oY_9u#LT)scu3U!YZlm>n
zV<cfmZu@ea|3qmiS;Z-yU@7sn>jon!)<a?vvlM%%=dn;h45#MZ4q4SZgITJG3L+wu
za+}%q1+3M3sa&xD;^Rc1NeN;W1O6ILS>|kCJu7ffydPT*dZT6B;-Hchs^v+}EUE!X
zJn`p*`Hwd}(kaOXQK=7GCHe(#>x<mh7rL!4Oew&EU5t72Fy>A6-U9#LLhIf~wJ!ih
zPB#ZS*M}~#hnHfGF4G;Y?LTw&sxGXk77V_;Jj2L<Dl+*tDtyb;I9-Nw$0gqJU59QT
zOn5b7Shhghnoq|n_3c!O{h!-6ssxhF6YhvzH!^c}9=gJBtNXN~V>svf?{1%8*B|HJ
zF?yXN{@(S+yNS>t%f!SNuEwr=PdRVvn7atqCUc%xsHt%m^WWNf7+$Z_`M$_fs+`n(
zTD>(<NggbDC;&?hSsOdv@8tRJK_q79@r3M6Jv8k{dH$Ko)=#Y=5I)ntOb=Rnz33>x
zgYw!P`$Mm#pN4w6H<h)R2jfzx*%{ou1$ntWgRviN;IBPI%v9|RZU;l2?c6GJ+-aDu
zJ=&hCa_rR0KToantp+nNqjn18Qu1C}D!=HcpRSBqnQC3_M*;k|mV{-{=Db$A-@&ek
zzGZq%&{jupd|oN)Y|3Z=b6UgRxZm=u@pPfEG-UPf=mXNshD76TJ#a2}h`84uuOH0@
zY;El{lKLlSPv>DXgn1?Ry3<2fl;8fcoOR%Qm1%n5ac<rN;_tt!88wFo#XWK*C@H!9
zwJH&qb;w?p0FToCT6+R)G4STIrOolyya6u7cCV-8a{gKv_t;l<O}ojHK3IumV}Q$5
zbN-GK97O3fuqEv=<GhWDnw7JUgRS%ZC!Wt6GrQi$hCwr-Iq==%*q|0RrKHcy_|<pI
zY{qPfBj<ly{!w^Y#3fnSb>p^(FkMV+h1Z#0wa8WeR(suF9}<2ARNQtnc4AobN3W`d
zfpko=AZ6D3W>mg&EY%xHd9}~YW3kjV7YMxKf<b0&VEqx@rf$#t=88_+vcEdgfFf&@
zvyAl&9J@XtLC^wA!c7t&MM+-2noha++G(!Pwbj5>rPbO{>P#yH3Rb%PABZ)c3(!=3
ze5awpIk5W@G@xl)jWtu`J=7Q+CEh1twZW$hZ7j=kT1#b{YmuP{zS%1Iv9Oi<(TMil
zDU>?*wMw*lZ1m(-k3BKtZWF^$*?jsDe;u|VbnTyMm0)@m4h^c>tbHN89PNy?>BlPa
z*|qeiEm+IzsSHZlTM-Ju<*fm@X)<`_ZvbjJtab)Me+fbrD!gMK>BCm6%T^%4)F?q+
z7oItq8Wo|R6(mS8AM=plMXCKT@MY{j-^&`hJ7Nwt)ph87DxW)LtL^;G`B8V@*&7O&
z-*_%`qV5>;V^#9qieuFJZCro_!mR3Gt-<O&!k>`4njW~b^-THr&j9J*PX_5Eukox0
zMeb}QEjN<(R>>#(2y$lz36CNXaO9I#1gR87+TFpN?30Q7Jv-!sBWv<D3Pak!1e3F8
z>p}Fr@$3i8F+Jc9anTE+Z#h=EKe*>(p_w;&z$oFm#aTe_``#onmP*$@QeMaC&)!@?
zOxVbQWvon({Vt~pGA<5n6aT&w=otOB!e{0_MU$G_lEDp+Xm>P9_6h><eZrvCLu)r|
zCL*QyFU)~E4ex;KAl?(b2RnCx58KqmU<ZCDNrC!?L>P)bDZB(qpPbmQfJkQupI{hK
zNiv|z!eKI7AZh*2&!IRDY&gWTc`qhN+|jHaUn)-;zhUBXvE4-W9E0~qAy)Pg1B8&$
zblVQ|_9`Fc4ZaIcuB_c{+08*p?g+`m|0~#ZHRUis49^`lEvaSo@jN&FC+L!d{(AS^
z3mkE%DS2PCdNfOy$@{H_*E7t47?>uKyPW1ad}<MG2aV`qB%>XlLQ#X4QUdPO{Cxx}
zK)MX58&s${YN%e++=2EJ9uZ8}4j<WI(8yrS!feXa_{+C%_L*1E!0Ipz2xtaBv?y7F
zNbP?AT^%s{@9K5o9J|U0Cb*%wl)1Trd57Tx8S@uuG0Zt1T`CJWHQ<XfRU9~M4aW_Z
zY$h)$ZIwHA;+kF__rLl3>o{q+`Z-uQIRrX=7rFWCV)~l<B?~Sdb1oh(D2yS39Ts(p
zGe3#4IPI7S5SR$Oru02e@q41L_Z^=~-KvLN=lS9D--m4e8mJwkAOC0VpknH*=lZ%-
zL83x=@@}})jStQa{UaArswBk}23!s;;_hDyAI;38gT~CzaHwAdHBN&KH&JF_(4^$I
zA0%g1e1@Xz1xGGD1yf*TN7l%9<C8n_&Dk;mRd0a%Cz{S6f=$Z7`Qt|!hmAWS;R>Bj
z-BP>iOX0w-@<OOH8XkxyYEr!kzsoKOV>4=?v5?9^f*ZUE2=DQuU~Kz2qQR9DoLwxl
zkS#6X9p-Q(VFt5_S$yqg?_3J{%5KOTCQJWpNoSbDZBO;KYcymTk|hmS5MoC!O_uH$
zujrYqiWT-*-?jEb2_sc=VU=&)-AX5hO)Bd1o;X^!Zif(X$YWeH9(z>`f}3D^E(X`?
ztbL(>Xu#a|rF}IKmTs-!y-RwnrGn&1sw2(~7pCN0C4115YzGu0@KoiH>oCyk$KU*t
zq54o_Y>ECYD!Nrdwh`=DyIzZxX3ora-7|pvrUaHhx%{e7Xxq^s6BfqZPSFIL%vk|i
z`x!F+5Y&TrY?#_VOz))U&a>}$lEJ9CdbC@Iu|+6Al5jX!=01f*Io=lGqYNH3>dU@V
zlEgIzX6OvLX;*E;o8eEFl@xW@JY*`oQ+y5~zDdTngb*MsGMUF%JfMh3PA=?yp0#;H
z^Iw!v<9Bs9<&hQ(wHI?QD)snaVtn>_v$7~P4{+yonvq*+hES<9?Zj3l;%S|y-Ka?C
zGtB8)iN$HP^>o!AV$?5OqW+TyU;MtyOqp7ZCuLY~KCLZw{v1%Dl4bHR?JXOeS9*N%
z-1nK(PdT2a=RivVY$(P6N{)IVg@ltBBO@QM54?}F<s}7Pj0PdGZ%*RH>Evu*>JGRF
z;tJGLjyi0n)u_VSd!(FNmBWVp7o`e3?11v2!Ue3&(V%v0{?iMe0`gZWN^NBa!gS6f
zarw=cq>A_+5hCR&`3s&c=p4bGVG;PnQ}eTMZI=AMua6_5gTCFuMiU^uHEp+;qrVA1
zkDPCt_KK7^>vAWmSyh%2ZWGnc;tFgNq3W$NR*S4^_%A}<-4nhF*&8v1I|c4|^KJZ{
z`L(JyyRNy5?|VAZ1uqBZxDkSm-$=7k<q5NA<gcUX$Ohvzr5_(Vf{S~KJ(vi+@TaF#
z;6mlTzg7C?y=V8j5?BvxK4LRYai9FiuZ&)Lau^OWH81u!<CjM&USZHQ5psnci-k`E
zrK;e*X&^Y7S4iyzb3WmHhhpKAwZP6Hpt6}a2V=je!=X1&IoA?`v@1@28g?!5A2<pb
z!R>jFTSmlgq4DmqPliR#3U3cAT?5i(sCbFUcx;*dl98J>wp~1Ta6wS@O<H@m9szg3
z^%^r&$QaVRD9rkA8biXJ!!UvxG}M5y-;J`D|JTJduzd#glo!tVw^<+jeJyv&S;T9i
zC-nxI?^+TD^eY%3{l*5v%#O(TtM5(_w+*@4N9<Ir*ygxKT$|~{udGlUqbWcOWKQ&s
z7c1`);yRTq0rITIstK4Cjpe(*q?O4mU`I`(f>GHAO?*r0+E1aZ!h7cJ=G8c4#HffM
z$X=@F3dPQY7nosP{LEy8e1td0?7U&vmXQi|X;f$!npvI62tGs&lD1)A!zjUNA2WxU
z(}Jo$NonE%bbRNumk2vv^&IFw{C{mlWEmZ_83hoN#~dL;D-v_0ERn{12=&LZoNB?r
zfjpbHCQK&AFO7c>vM^{O6Q5EJ0eYP=1putr@FwR|@)?ql^EkE@pcDo1ImSkyY-Q{z
zSOpqKk@b|<-$*zP^59HGd4;>zK$9%cIZo90`LSQn_%{`)(*xT2*%D$RKz8^aD-MlR
zl#}s!?7Th0vpzmP(O4Qh=dp@^o?c!NoB%u0z4g0x)9~nv$d*p&*E?49dc7kr2kyo9
z(`c^HMXeC=u-H<ifYo6|N3kvGj(dABb7e|?c`Xvf#*QZ`i<UIcMlY7}xeO_In7YqB
z#c%1vwTLhfZF-twqD_H9%R^m{%9Td+n$B9cply$r!rOQo#L4H%cyE{jY4=b+_`KWy
zNgrtt(RTS;81i_K3qi^vTnERYh0O?WX_CzeuD<_wG(Umjy_?7eDi+;KzI!3&95%Ct
z<K`Rx=$Yq67p+IHmlOQ2GT<>UFww_)*>5S|q0~KJSa=d_dFBbTO(@A5?c^RWfuO4m
z91B*>?7J|+NOj-@W(_<*Y)Q6KJ9@A4X&)@;y*zOv!;9w@NbJ}rGg$OFjaOkwyobnZ
zddk{I54G;A<xl|G_%kabjGEOmwfli;%-ud3Vp-5c1+JnTT(4l^JVKlvEVP1{{mky|
zy%G&w!R_xoT|xZlw<CZN?#FP#kKv0yh8KS{Njc2re_4wDvQ+kw@TzVtvj~qiY*xNM
z!(-C?Ab2;#sGGuQ=)uEg@!)OWcuee%>brk}&-H=u@06?Y_AeJ0zV(a?72O9@+Z&<y
zP$f4s^})$aM>68#L6&-OMK9d=gPNji><p)DP6TkG%nWDB{BqW<0*>^4W7o2g`$bj0
zTH&(@aj`#c`F~vL;}4!mT;{f{_YP`}`K()*SM6q2?==~9cKVh3mOnmAOAqD0ywDpj
z;C{<%YuwQ>-T%qT2X|`>X*th2Xsc$YZtoygVm4qtH)WvF?`)iXB|XG;`!oBajDV2C
z-(J#k8TG!4e?+{h#pki3B`8myZO<Q@7fl^A>J$V2toJS#no3wT>@DT$yhI%@J=8~z
z)ezfqUEi1XTcy<coc)%rPWLB$She=sj&w(nx7Zv1^7ZJ<9v}9U2Ce=Ywf0{u9-R$Y
zEq*o|xO$dRcQmAhAZ{+gFuVINLn4Wrd0i5i!+8l53IBeKyp$2LANvw>T9`rJmIE22
zQ3U2B7KZs-fglsJpP^2=VIg~qav0+F#tv!j9ir~<o`riI;k*|!_@_SX)cI|+yH68-
z?|TiP<W8q5qz9ChPB*<O29$v~N%DCiy9CN}yF6AvB2^)1eQmonuzFL4wIk{stSH^G
zih=E;yM39Lr@PKG$1-j%KFiAtzi!Bw$|19oJ3Jmg%s;R6)<bM~%pBq7&ftTaIGOx@
zUMbK&z(R3?Q!Ny3qLJG^?qBmkIYUfZx_zZGXZ(&(uPVo#r^USg73(6QSTXeoW!gpA
zk!WRFTM{qm+9`ejN58Nzn^R-D*GOQV?gh0sZEzk`$t(wisH8AZXCpv1wO}0Wq!to|
zQTig797vGg9LSQD*h2DM`ZG$bjqB`!t=l>3ZDyuLJ(~x$VRMLYhBh$X<E9n<R~W+7
zYi0KXJ-Y}I?I*k;xN_jdrXE7!sa7x*L>|&z4%%&mhxAET;K>Pqs*z$fFv~~Z5c~Tr
zjl7q!<#X)erEJ#H!Mis{XjEp@1dlTRGMxmh30&shT~$S-VI(OSPR6AIvNV2C;i;N{
z&J1vA;wSPA|FF_=cNpQ}Ch!2x{9~0!XVzCRVK%^s#(+yBT9lx(0$RR?j+klc^4G6Q
z<X1rM?NWQ1i*z^n4I=Ld=r0V3T!<^6j=jeFOK{(QjsDB<<w810ZR^IpJ6zM%ixZ3N
z)}-HFJB|DO?x^GC49rm;hP=^8?wloUph$-p^64yzRE;@4Z6yBP!JPHXlK0+|j|VWv
z7}DM-c}If0*GM`kecMRfAfNoSCeO~2_h&JG|1<_4bZ5+*&6$?g9WOdQ@H-pctZ?LM
zs3Wh97uUi{Co2R0#6TcXiPb(YsMTU!*T3KHY4xWuqtntsdxFkpe{NDju%>hY_+&X3
z(WO3%`g(KZOrM(a45(!IexL|q_b^{%wBnq2sR6a2*~WW4UbddO)&HZN_9!nNeCDB5
z3?!Mu|EjJ@afd@e*-i8s9E`em^qg?^H&A9%LToSr_*$5x5e;<{xIuDbslPP=>XIPj
z3jj3NiF4;eBtP7IB&{d+oP=dGzWPtBY~^|}IIFMjtjl)uElaH|&N?ex*%0WJLy|GC
zn`x<y;2g&;5?yGI1s!eMD8}apDEU;1JbDtZDsoIT?rC0Z`~7VXy9tdNMuN&4*q^J;
z+M2Xbb;W-MT{o`teX{NUV!3x-MkBtgH}eFI>uM*Wl9t{3_i!8`PPTj4MPQ7EZy{n%
zV%nHF;?S=!f+Cl(m~+lh;}^W`+BDbAjin5Yl|^&E1)1Ic?^rU|PTqh*9?Jmv@tRi;
zDO}j`Eez~0b3R4=GwDTr{`ASAuX#CZg;gx;owlpfcmB#sk(=X}d3NYwN0GRbRvm4X
zN(P3nObpdxJddq!&J3Z($K`&FOaG#!!HR>gkl6io<$2<#U4t{HvPa*to|efDn%*BV
zNgg$SJDs}fjIVVGJ`{eYStDKFmPkqYx(6CD5ItHyQ>;Y}@7D;o^=69iFQEt-<jZ6l
z!})vIDxTNagC#TMa*}whN`Aa5bbDH5_1Uw)`-4lp#Y1pK`(Y6RnC!jxmw*x}UP}Bv
zxHu)K7{d3()Nh91FCQp?TB`c7jTBoMl+=9ZpBb<hgdPtf*}$u4AJ%aJcsN}cklm_;
zUU0)oi+XFpI7G;5cXb``%{-<c*nSgz_OZa@W5Kx(ML)Dc5sAN-^rgvV1?7Ial4Z)4
zhc*_=D=*d`Pgf}ge!!S<O(_l5xl2}J{_DYBElx#qaXO=JPI!73ZOA{e{YPq>z&r_<
zqlC7tzwZ1U4}ju6K0gn76PLXv@6myGCX5-t%q{|$*G)n(6|5nYD@T%yghL6q_b=T-
zj`1ryJQH!W?1KKlLDSosBH%Y@j;3B<e5)!+gXLD|2=sIja6vc`+Pk@pNglU3LMVvn
z1c{GJ|46sgV8&!WG+J#vJ_{O&99u=-!zv>Dns}g+Wq{}O=E87X957%fBRGI>6L*v^
zVds8_49cZcs9?fe=SwcqQh7F5YX=d;%(+X_+7l&P9scpHqS0Jr8gt~B@^&XhV~T<R
zc%I~WaA(BwY%*XFE+G!<U-EJTS-o#VEG8qNc1FHD<rp_DcjR7M=e1Y^*`9553u;C0
z*b9!C+<lOeU@_-WBPw*S_&*%0z9k|pl){DX@bJ7lt>13L62jnb(|CC0nfn|f-!QH!
zro7qFEo0OqtB*9pSCpVBPTM%C@z|Vc<$a=2poJw^epJ4TqEz1+^gd?}{p4U5GEbzW
z26r=!{VD&V_G2jRIa?AFbM!z_Xy&JHPGtBmux$7c?TXDzDPp{qjP3<qh%csm01IOK
z;(W%Z=C7%WQ_ejf+StL~c+ug3iPcnU>?Fw-lSab2My%Zhe=K~bm8Dh7_BLd2*IO02
zE{fGgJ`uUZQ6BAo{_slmEs~A^<IzEc^+!y8{YL`V^LfY+%e?D2S(q69CFK0wU*TxW
zUpF2M$yi;NMSYkG5Gr2$lD!(^xNAZltRlWH)OcvB(;-fyiICv-&+%Rh8lM~A!y2)k
z2?(FQxaW%~TAMPR`C1`bSyk!$Ff+u;v#+2fCf6T(7c+$ReNZizH=Q!Qkb4h9)E#-7
zcKKjg*58YhzY3=CcUurd5y3e8k5!F-vVME?ymG=E-*~~c?wi1!`lAQsjIuIs2X*o(
zRB6S~P}(crl2?P@yc$&9;W(OUJ}?-5^k{mAL^Hd;9ekzd3*!~J1pDnYnE}O(H8aIG
zZXcdkVFDfu_&ugkFDit9YgZP$T1L>|ITW>$6nPFx1bN-?#_(Im5Q{sd=bQ)kVfWZ>
zki(dvPyc@XZB7m?fJ6|fBJttB0rq6x!Fl8H^TuVN29|!FN{ih3(qWa$TBzLY#^LA8
zP?JpX!%GZT<e(1gOctf4U$M(qtIQ%nc=dP<;4DDF8;VG6VTQ16BT`fO{EYROS+ru3
zJ9#bp7CAooG8ic^W9NocpjvtG2w}z=i~(~99DK2{L>{wOGAXmR8e(iLE|qiemhOQI
zo(KHoxi(^W43SEMk%rkRkM_%GguFcNIwb{77JWEeoLLVEe=EqNtZpcG`;8j(DYN(x
z!GnU-cJJ;-lVrgvugZ>^j4(7e^)-jGCTW8xN*LA4BLR2|<M@Bt22g6sv<v2x^O1be
zof~bP0^IWn5<zFzgM*w2k+zfJA;;lgkDD`zwjfy8gUG*r^?8g@Ch}&&F$=>1%IQoE
zaMte6xRJn#Iz(lHE?Tl66dKRP%wxjFEFHrfT`onNimv;36?j=+MM@sPE+qv?-4aUx
zs@{XM@Dd`ga7e0b7*O28cDoY*c}n0@L-JeMs~=XZ4~}thQ}^*Og~(piThWmdT>BE@
zHaqLvOiEy)rs+lXhQD0{p2UiTr;h|44d`{Lu3URGp!4H?QgZc`dJm0z-4j!<FYjx)
z3vq<gMRV6I`Z~r>CMf$_@2#Ef;$h3Iy!<f2dmg;7@|?Lh`W>c8Jg?==F~oUYnG^fE
z&ibt}@9;geld1My3akpp6i^Zux~UN$Ag%WoW&r>G6>D9V-3pKl1D}}i91z`yrx3b@
zfmMWjh@=k5Z!kJR1$iKXWLT!EhN~5v-^!<-X7yG&BZhBlHKiabmtki_szeEz+P%~a
z?t4CDL2{E{uNTjZjl|6WE9X=AiP+hObSV3b+`+l?Ax)V)^O5?eD2$C-y2@!`pMdq+
zDP-Df=+x)omPi21;u*JX=N#>NTIzY1vQpCR3rJ$n@rJ?JI-|=FvuMC2*UzlJ_&wQg
z`GL*!N(25k&z_WE3fQOQ>T0cbFPzcHH8*yAFXQ16)41Hldx7Z#V>Fu{o++cD*rQ**
z;N+O~QiK{l!&I~e`V-7rf{&veyu{6zBd{2FCp<**rIHg5X6z<OP5Ot{NBJeSyPLKi
z&@2|d?_vJ5bGYCo1YZ@2cQbeq{+rx{vyM<z0oR6_*>jAV%`Hpx4}TMFE>tFK;1G#a
zD29D2#okk&i#wxzLDugHZ-QR=^~oLi>2AtuEh+vSaX8=cAlmZNhZ;TUXYFILpAD;p
z3`hSnd{28})pKS2?us6N`(ZoZr0T^&%ZCo1Uf+D2B<i1ZV@NyMMp#GE=*n%e1eV|3
ziN2q|zHnwLxKrg?QtO!Y(%RX^!{3jPA3^ZEe<>k`J}+J*L;CT;MrogAjd!z!yLhnU
z*50#O^D3YH3E0;sV^xc3XOOR$gZu68wUiYD7WNYyU!-dG^C$$*uZ{Nz^jm{0)84KZ
zdxJvo_J;dFh|far`_6$N|IHgcpCw-M&W3m%T<Li(@!|`Y((ZEkMXeVZ#Fe(^*#a*x
zUc|A{&KDuU2Pyn-v#k-WuM;{OZu#u>jvKA^r`34OZ(dE`cNAY(sQC%?6@MTfc)S<6
zG0KY&-q<KeNm-vvxvXfB^4)^7HhDwova8a%>%>NZ`9^`ohU)~Ui&FAN?F46_`Q`8C
zW!BTbjmIr9#pQ=|NcFyW`ZBo5=)m+h-<6YhKS#wgzCYasfTm7~bX3Uvl++UO_#t~4
z=5VdXNGo5761@<shB@`y(PEtx@vX0Qo$M%fFAWJi+w&=8E2YGl-EbXp1^?ajo30%Z
z&PGx)4>y;(A6{#SiA#%ah!(0$lXsZP`P@b5{%P&+v(omt!a9vKF>-%DZ{UMm@L`>E
zg`-~b;d&A+NE*g>T~5!4GJpOyCweR?6Azuuw1J_l<8dkV<_@-w0#%hPwD2(SJ_tms
zl<d2v7k91W+a*3k<FdxAuUv1Lylou%-wxK`SEII@DA$dUagJ$FlnsTCHES3>WR9|q
z)*YO&q2yQbA9v#D$s{$KHNiIbgInXqZ#v4FP;60ax}`V8ini^$uDe%NFSu?{RR_IJ
z`#l~R>2o+9Orj-Omvb*<t&hqu1TheySI*5t*fuX0oS#luC&zum%;_?JU*+3$a{n0Y
z5}w6$Q>$2z!@Coox;gXb4?`l>bY(RsBlFO9W9J}PgrUI&|4RP$&|_VL(IyeL2*)dR
zs^@Q7m)y@pazwnMRE<`@ZghZ3x*aD)(@OoAvGSoEB{K*sgFYNdMVtT;gc2ZJ_N;J@
zK$QfEILYT6?zzLYp9C@ILS8-ZUFMUn;b7)(6IH)v__}<Ag_@Ey@9=zA=R$U)pt{6;
zop_VqE2M2-PurPxg>Gqqm-nmfc1he8`aH)U_b%YoTGP@~jskarpY04iJK{loJ6$48
z=iy<`E@9WU&PZ(ha5;B!*WSgi)AcCt>41sff31urr<0?$dqz|A(n^WzYvZjMLG@m<
zT00?S?yW0Z?nP5K9A{#lm-ZuM9%<g)ZHw#uGWM-5^A(E(BFK$mN17U~GN;Q*uk)KG
zE7U90*Cyjx-rom7>)fZH<N=;M#%QI&P>xhISl+FGl;r0Yl}}}>uZ1^r>BJ)7ED_xQ
zSYql(?;&QWGE}XbB_j928LS^1U`43`3iqGlhu0GgaGT38!v~~)lQ`y83o0{?lGIG|
zFH7;wRuz{^qZ|-^c(*N_a;xc?=pT6+)6Btl{$;4H;>zNjBFdK5iQj6Il=BWc|8P9*
zJiEWn!#}=6%PY?Bt27HUmWB=rfU);nh{sbpuNzJwKpzM`r514p+#w#rHaX5$I$>_1
z&NtuH23-3dc-7zUYG6Q~UqCkS>VQzpA2(USWW*~`cLuN(!1rl@fP*rn%D;J`#bDY%
zlf;{<2u{F)`>@ON2=jGzb5+_bLIriiTj~hD+?&{}T&!(wr2{q$Ekv#PP?A!LjxG!*
zqZ;=j{_^DvNo6TdRm0)7w@d$NyX=Yl>0Xo^;Zt%je)6Mh>MgUsQ10>PtC64EHU6|;
z{nO5WJ<5wxO0mM`4qFWJX@~uz`0ieggx9jyZaH|n*!e%Tyl?02Y)Qbcy&~d6i)=D(
zz@gToe)_8%&rEXYXWmu7o>uNwSL~I4#a9}C6Ir^W(nJM1JS2)uFj?%u=D_!p^ArrG
z@-6>@iRx!(;WfWeUDH?So_!uxd!!OBW?x4cb_{vm(r2kBl~7Cf`Vs-+9@!o$SkKA=
z1ns&F23<%*-4cg8R)HM}A32mX%TY!GP*^3Y88DSHui~ke!ui_FnO(A>?TMYYd4BN6
z)f<$Rv)`i?PGNBzQAR5}?VVXhLB79a*uQj{Tb@_hTQ#UF;@cdpr^-b;DuK51$cu}V
z*E%73DrB{%UA-e^3YVDozkFn0>Uatgd4hl9=Y{IXAZ*3}4CHrfHaeHwIZW|~A{rLg
z5;G|m!kw3u9AAt}I}#g4uNn7dsPjv*={G~;VDIm!(NL!Z4VC^=+k&48bL2g~urT?(
zm8sI%)YHC#8X(#UfIuO0xc06~Uvq<1RNyf-X|OAZ{>MRSz-T>6EIZg+aWI{`ICzW~
zcZN_aO@N+@f72^^I?*<zp3sZhN^l=|CDkwawPldjLSUQz)&$wevHU;~(jLt2oj0tB
zTmvai8Di_HyDW(PeB#u;4hRH+lY=P9V{|;ccBbXMN18IREMwY!=TqXXrK_C2MTLPF
zV2U5z<vKmZxzCzE^*$Sx_${hH=m_JccXUrucJ5Ak{d3Pt^V+o>2t@09px>mDg0QGq
z@6w9d_7aIA*KA7j@E9W76jpUB^N>P=_<awDF(J41n7z0WTn>(rwA5R!0^o>AY$|J`
zpIL;P20lONDm{Q5Sj!*GDhynKV-i(3$h)w{LJY@8qKYGLy8gc<IvN?}h8>)ToWGnu
zsUi{3dY|KT=m_TbcO8qvQmYaq{7JL>-^DO}M%L7UXJi+0s3HBuw^j@%I~}h!RUA`E
z^5jf0%-}rrgntQUkQsVbqAkw%;5w(JjML8Azys1bp<Rn(oHZ}PTkiNGbM)*07y!ym
zxf&;L+UAKm<F5PU`K*ZJrlylyZf&;*)@yC<icDTK_$uPGbU4R68KzSm!P3ZWUddbJ
z5o|_EE}MF1d%s8ZCp!+DWKGZbJ5HnC2GXzuo~+dRJJ$H;*7|><j0l{2$-iU&Z08CA
zBoOfzRQq5vw5s1C@o{-V96Z`Zv08ETE{J?^gBL!ba3`16<g?EnZ`WPcF&x6|xD~|T
zJ_L!-KXV1vD0+a51qCQg<jFCF*!N-#52bEt>DOY<t$!&_7ib+r)$$K~doI@~^9@uT
z&I~QaWOCnW8>DB3f)HG}Nu&Xg@p#dddwtvkKGO3iAO$C{k?-RfH|Uh@%V4S$Ssqc4
zg)~-8HO`9Wr{U)oIu!La)@-IChiY-y7c(uD8$vE%=XgQ4yd|dHe7SSMy^k2qXo3c-
zk7k8CD03+DcC;r)4ic&=uV94FtAw-58Vs}UQLJE@6rIgRUcXq^7Vud@)6B24mBz-p
z5@T`d)OBs}EMMreE8S_#P}l&AzQmPZJt<&Q1hu}>Ix0bBL5!a*-O56Q04m3WGGHBk
z03}e6c>nu<mt2<oaR9XHnqef~P66cmzQ(Ra5*FP2#)h@VsI};{@@YkBz1IpuLyaUm
z+OOKd!J6W~i)PH~85nK7Kog~7@aBEV`Gd3{O+*$Z+7Z;z7WwXfT!;cy(S(aXKV8Yy
z|F2&X538uyn@6lHXOpwkN6DG{uoHr<a!I0<B>O1%D-}j_h%b&;?fYT|)K{+9|Bs~e
zj%M?3<8aNSR$^}nI;c%+6Pwyvty#0RXVo4NdsI<Xd)2B<Yt$B7Yu2W=+MAk@ywC5v
zj{h7-4)Q$D{k=b*>l)S?OwalFU7Qa_3oY|daq8zm7F(RX+<<w#iJwmr@-qLK8hD(4
zp_*(E_Mv<ki>}xTZp!WC_ileN6{Or7v;jM}1Qw*&70we#^cGTl@E43YXfK7X|0{k7
zU#mR=&-n*bVq$0I`)AU$03V8=4r6EJRR?=_&In>_B~oYbBPc?bkTMD{973%6t`v2+
zRcCv~oSBELlf~uUxa=Nv>0;$o;Sty9nl)qr(r1Iff8)_PP67wl4ptdOfkIj3)$RU9
zumLgy4g%FPscTSI&Y{I6s;ZP33hrV)r>DF_Fo(=1Uhv)E={wR#e&pE&6D~0pkSZiV
zB9BLWaNuNFV%yx<kz_~{^7O_e)^_Q$fg+d?*vf4kg)-!SVn6}W#|Ml*LZHe9Za8?f
z)IF_B-Snfx$H&%6ACD-Fzz$*JQM<XP=z9)1cWWYL0N$9C7N=Kg1k!@4e(2trj6)EZ
z{VI44D8<R|#)V8V5>*P3m^#zQjq|@JFi0b;d~IY&RsClMN6y(^*cFgMc4{U)=!i<(
z44|fw^%<mX9-(U<qG}w5HfnAX2z2v5ZwyFi)JgW&)bnX6eV0?<mXYhm`p}#0zCrva
ziDb1s(jjM$o|kDwKlQDBza-up?w6iZqT>6gqLJ)QCmQYb!Jgm6u9u&J6h@tM<Y2S0
z7t$I2hBKv2IH>20+mUW?q1tMonR#k&?)n_P01NPQ8%cy*Aa4gy`8lkT=RJ`R+puR7
z4dz)0BxWahT+Ai2s-#ulz`wEb;O(p1<m+BXa;<5movMi`)ACYDVD0j!?x%<W&&W3m
z9Hx$Wvuf#wuJ77vT&c#37b#_BRTC4Y6=jVt4NPWr4JHi@7W7RP3{4hvpDUMCID9R$
zFRyZTDR*>suyeKFTeo-Evis^-R%Q=;t+djq#l1D}#NpN7$?Kh;MUrX}*OgO6Cae|S
zO>>8y-hU3Anx_}v78lku)KnH%Hc^*U9RNElhtl@hshRo3cg?Le4f)3}{R4FzUwLb2
z8F+ZwdOT55QuQGB3cD?OG@%4{mi{qgy0EAp9$WEmI-^Wr`jwQq=kdg(i0TLocQTQv
z^C2i`>sS1Fpr6Hbr2kUY%<)0Cv#Tr8yQ_X^cX6TC?=(V8thMfKmr0pu%fF3Y^8TGT
zX6_8piaaN?hO4Z9hfcnZzx<h(=9}zyo0%7Tu)UMaF9rNPW<v@|ZH9B6_-+)8QLECY
z<iF$)cmm3zI<~B_lts%9XY<!P_&3HCrYX4aCbqoi2UC`X%5jF3%$jTUAfHg)5@GQw
zuvXC}jg2K~Y0(VmZvyA;N*o_^R{)72hqWe5P~{2;JphEMSU9w3hODc(tyg;F7&7;E
z%~G6Jj!2eA)zusK^BMl_BnGv6*!j~Rm$d7`Q7gAa_s85v)$rgDX)GO1e*r<>#tMOf
zaeGuoaBnL+Hur&HcnJGvhNC-YBclzt!Og<vbaZ?!gwGD-M&_$@Xi4VBx{&61(c?|l
zhGP*tV<diVNW?+@)qQ#T_1c4eg{?LT%;4>aidbH59-gfrpf}Yey9LhrTL6d^Z&-<@
zCZWP3;g3=8@7p|}@_0^ShQkknX7CISCPztF6+Ncs8I<FiaqdU7ymmP=_-=^=!rxNi
zGecv-kNP>qo_PJd{8smi9yW7}ZdeMK)qOELzKC5uUnpLZ@jW@(UIXdC7Lk6qgQRBf
z>_4qHx2?^H#m3ML&=~^bb~*)-X$aanNI7hFk=@_&{WEn{UGvw=GjKY2SIc(TfK|$O
zJC?H;f!(`22+VO_{O0|))SI5yR4lOf+nBY@-@ox1YP=+*eVh1JuNDMN*ujN_qV<a}
zUuLV5iZylue=V37eTGELP<3W(9)lA6%ou)63I2sPhL3XRRl6nfObQp~YuXDmxFvA=
z%E1lS&!2_G!1o64*WW6v3GUfJBmU^IcR!6bVo)y)t|kO(4`_U>eBM8ZF+O{exH`8s
zm4_k@=w5S~{=*P-k>S4`wFk|y@8=dQ|5X2@v=Xukeswn7;nG7%MBHfneddSBd_qWd
zkr9IvOGH*mMOK4ZfYV)tGs>vVOVA@E*t6S-v=90S3G~@zuN1^^fZ#3|*2(f><--p6
z0}O~4O?ZAe2cD|=Vb59vezydU8ws}@&qA#r#+c=#zxzo;AJ_I3NxmRZ46+>vi~b%p
zvzuj@@hbDPJ!a`Y4}bJOj9O(jU8k33IfihHYP!`R-Q4Be+;#2j!9aZ{3=bd0H_shw
zp(tc!)z{q<KTZke0y9M>J{IM(f2Z=+*XE?Ze4TQ3ps<m<(6{71k^Oz;?fdr`mEbBi
zbjh}KAAa(7@V*~QYqS>r-uL?Tho?HQtk05?Pwe&IV*10jKF&mSejRN&>L|BZs=ZV7
z+Wdl0AjQyI>r?C_&3)*e9kYe)zN7W_o079?I1!2iD7BxNSRQbF;o~K|%Z~9I#V}Zg
zk<lte4Y7R10sO6^sL<&CG5vBXG(s(NsDOV%*dY4PtJ0$cZlReFOeonaD4<~TzH3K#
z1u`&IWo7|_EOS^O%D~&2++^s(<NIk*U1_BPj*oYh3p@(#_~veLgZEAokVoGEhWR%+
zo=yn(NHMiS_|Gs0i;0Qyk2nspn$OnDL{ygfQQy8tc~-0I&lmm3J(o}3U3*5eY(};E
zg6=>{^nu&6XP33LTP56j&p&b&-3xC`XONU&PrYxaZgn(Kkgz?F_x*S0=4+)+1n*#+
zNoG!UfuOsQ-nS_LX>l1j`FD05rn2eGU{Y-#FeXJEvy>sddRy}MF~0Q&LHv9xbU~;e
zVMu((Xa-W~^z`rTNdv72V_53#<WC9JmqRPqmF|pF!S&UNx$sen1c>dT->VE+u=@s|
zylm!DRDI<APjR1OGd`R7nIu4_7heVK%cOg_-?sj(#T~pofpmtE?l>>!)dP$~*)pr6
zebO_8#V9epeJ;<3(SxlNgq-OXhJXiYsMqRwzZ@T^0Xi&K105jWh`1v%1zcC<zZun2
zf&>CjrM;y;M#mJuT%6MJ&)d~*u8z&NOQNiyvh$T`<Qc;t0^>aNk-&8jXMrB{eExu!
zS0F7j$%utMi3$qcS>3U8bba{Zk@7PUvUZ<=2{2Bg8yjoK!1U!>)?oOdsqTE&;RZ}x
zZPbdmE8g=0G3-!oCY<{F9}kA0ec=0{V?q^^qGQXwb%RULAboC~1sR2pEQ(=^2OG@U
z^f30Jtj|ENhQ$mQ6>1!7KsbI&42fK7Y7Y+TV!fucR_Z)W8S~uTZXcq!)jQ|Ft|%MB
zk4UjCbl~TrgB18E;@1}7U%v`i1><_)ohd$7p=LPX_~E@=YH9`qjP%`|Az0e(f;gEG
zztDuwy(AeoukE_+s=_ed0+ICsSddRPa@l~`ddo3-uL@3l0crn=T8VExaovV_Wpra=
zFzhlA#f9y|eVEd5^U$idI+ZuqGcV&ed$l8rh5R%7k^%9y+b&Cq&9|xtWGsy`cHQ;4
zzxmKTu8}m(U~WVD^aja${>o|_-x6wj&;zHT)V3f!908__r!6nPB~-lyLn<Bc_D`$u
zLhJ9*h|K{Y<rS7e|3dD^(bjrsgBM|hZRU3n)$ShK+8*2f9$kfd?C&2c4#6-}-Ddio
z0t)wMAgNL~EaWJK^(d6!3v=Ms@}|Y%uWOiHb$I1}!|~V8y4wzg@2F|QXpP}+tW2n}
zb{x8^lgSb*uM0J!t6vN}K@Y1Ae5pRwo7v^K1cm44bdH&?&;%!h+(GF+Ck^9&OsU9B
z!A{H$Erm+G;IgVB@z4$DJZmTx!~mDU+DrCl`xEqW&kIB;nTo-2BzLEm5BZ$+AMsrp
z<aa^udRo*NM9#6N>zb&8t@7{Ij}aPO+)tnhOQ#7-{+ZJ=qW)j-%mO&Xc_Bxbk3-8-
zi>iT@gXOlU@F?WRbo&(m?0N|J3nf!^B)D5%*<D|GiyHjC*UhUint|7SxYB)?pMd&s
zkLnO8AYWI9nS^K{z^IjE8g2NWuTA$D2|Gh6!2z`>Z12SwHZFcd9O|RSoGEAb&>Zs&
zm+P*hPzylGu;_({3kzahieeZJ!4Uz$oFheD6w*yz4tx~}KY`rOqb$egFgC%X6wpME
zQbrMqk`mlPo|Yu#tihg{X{lw?q=*ZBjxcY*KkYaMoNF_@WL^KUEbbt-FkNT0dufb~
zA;{b-`Vi#urKJ!*o$eJuI&6cpQTbGt8V{3@CMG50{nBB$e0|R-x&vY)vL>8h<j&|p
zC2XegQ-!Ge_xmp|W(#*ue~NC#cY@#V`>uJ}#Ls65c?n<?JGXAf{?b~$p~d5*@JV5D
zg9XVw_vv7->Xh_v7xrl9b<QEAg#zCc`WT;+QbH5<SNk$59MXQda7$3p`fW?anBjnI
z3Ujpi4*-vZJVB6kL&Q&jLBberlO%BYnJ)2Pg!$2vH<oX%BuLu;qLZ0u=(@QOZWUR5
zhCz-Xz|_uU>jdqWWVqm^DnuM|6lp~92bt}=b>Z;ThYq#nJ!JlF4srG~aK}RT^N|zo
z$aF_=i&orcHy$S5x;0J{x(G$c*2-BB5*O)rk2;a+?cpthL@q%bP>?$%X!aiIoYfNV
z`JJDzd&iM0fK8)c^;<!FwLml?Y|Sc@-7iOt2d0$RtgP4EttZ8uINw8g7~9nl-ML5|
z?kq&U;KUS@M$fGI_1rSceUxdfW3m_Jnod|Qd^b42(30tg0?m&<kB`X5gWo*BYG`3T
zGu-gAZG7+VcWg`SGqr9o>a7%njCZhUW)-JOwm*8C&Fhusv>`nE$5U7m_S&UiNg@eC
zk|IR1`L@v}%=E<<U2=ocm`~b7bRT@_C?x18jOfm{KYQ6vQP_KFZ$C<L@~*<ib^QLi
zRl{BK{Pc7)Ii*#|ezl2ld@)<>qV-J`(EWEf+=z>;Z@(C5du1N@Zn>KtmLqfBQ@CdS
z3g}Z$K3_7G^4Pn+qE0r@p4QK<s%reBkE|#x`Brg7Tv%9IQP<R3(bRgSqR~~?dtLU=
zjq*u~qa!ekys9W`pBmMjjk2VUd%>qQSus?%&*zy{Q684ZDs#-&AZg++HSZ_&&i-)U
zseNJ6y}0?*MQ6G-yYfb?8D=rR;9HfyuWh2?>S3*89q1kCZ0qdl|1Yk-^yk#v&WDJ(
zgN+Ci=OJ&YIktE8h&=~fW&S@)$MM#p>-m3A#L9S@ODnxOCX=)3UMz_J?*FYnKCZv8
z@Rgjueqzz7;?UXg$HIrl-}shn>7~*S-ia=t>qC#DKR0Ff?hMcER*3P7naP-Y9KZWJ
zn`EHF+Um2~-<WTniQW00guDT)M3M0U0n4#nHwZ-S#W+DTLbm!QpTJ*M_Q%DV;*G3C
z3vL|3BYU&eVGDx+z${=>a&|=DZ|ih3fF40e9&Mv!BE6B-hoO8@^-eynT{~K?{I9;h
zUi{`ezB!T_2FcQ4dlH~;sbXntYOLw@F4s0VWv*-X<yvlSL-MR)hKX@ZvikGJKT40D
z2#diUsF2oZ-b>CHD6ld<4G&mOj2hgIGK51@J><zDd(Lt#+qNM(v1eDnqvW!AAmgdP
z444cK;_UA4W}pO41z+1H1!3`SA)Uh47XOI+l<`!$uGNWWIvc!F!_9h7=<6TngH6q&
zS~^?J6=-A3cL645y{yiTaV$R0ViebrEoI&}4UkpHF~H%^Jqn5zZ?D%!huH_)VA0@a
z{B)4~65js!w!cc3+3SSJwpfdJq%J1c|7+7`kM}!B^gh@QRmyzb_lb%53{2>MpX~aN
z=O+E|;9bHZi>P;4R1Ro_NlKjWfRsex!G;jPMb08P3T;eX0Y$5kTyefhj2`++^9o1c
zsnUVqqV#x9>hWCTZjbt-XR}-ZrY!j(0VKjy593*D90o#erRuXJ{R+;n>*g00;tvp)
zD`Vq1NA0SJfQ#Uj$oY8J3)!~7o9+F1#MvSiyHRoI4-6g$S8ZjR_O=(}+D`u2UJIBu
z=0;@`fD^w|SHI+Hw^LEN-Qw4J)mhjiVq5khAaG@LC4b&Kpv8WCF_~v6<7RH>xN4Ax
zH$C;EB!@J|uO-CT0;hUhTIvTp(R$eqGWEg?%>$0a(xG6O9V%r7$ox5=?!?K-6Xt~H
zIiilLtGnT3BoC}Ca(Z6bZ*w&0{^Dan!F*naa)Z;u(X?S~VZq1*D`><ZUZ`L$aFWKQ
zuO4n(q8};)Mk`-}8rAs~HwhlWe+1<6t$<=;UdVlYGl9zm(4CKQzzzl2fxsi%Sf@_m
zG_rQbKx3hi)J6L~)g0U1)>FHAcHRYEpYlJvlojFC-;U+fl&bL<r|Qk3$lbvlP_J^L
zPBi5$ME-I#!5DxKKX>eWobD!yPavm!1o?0Tkpwab@^tvBXX~Mo3WeytXGh%0c5%B2
zmuOH9iM&veIbD4iEP%`G6Ypmy0hl@xUyp&|F$<@lf`W!3J6)#`E~M8mcaR-kPIHMC
z2wM;J*3I*_z>C+hK<Vh_x$5S@<iVk27ZA2#jN;uFa$)ggvG6M>TQsX7xR+fHZl%)K
z9ru@zgZ-HHo{+ogv(?n~ZauEIY8p&w*^h-qe3f4QjA8+r#h>X4l0)QZis@6V=v4gl
zj8rUrRnTAGx9Bl8=8JsmE3l2z9%0Bzmwa@;QJOnQDL~U*^R@hII~N9Un7LoDcTA4$
zmj;u}NR8SuNz*lk)z|cPu4}fA12J%2zYrloD%v0(aWW3(f>Vf-F<Fr9y=SzvN^XG4
z2)!7F38lUQiNwwPnblmi;`dDM|5NbRn~@UiJPJkuyum7ULfo<qf0sOj(Z+<Ub)AkT
z4~N2p#zRSAh2il;@xN80xoRz;_{z|?cZu@(#lxWMp%XgXZ%*WQT)D}sCssj@%GGt!
zgmdVZjFz^PmXQ@9RvOW@&sAo*tyy^2UQ9h@YJMzM>?EMo)^6fnZD16(w6)c7?2b-K
z>MSnq8~hoQlSU~eB4eXsJaIPBZ_m9l{;{j*LAbUCMOHSIsK}E5FTeFagI}*^g@Ag1
zn(3p<$j1?|-v%H04WDqF4ka3u{rYx=iT!7Njp=Gm(rD1)o0qkItYWdZLTI%}2nE;5
zv6!Citn@sW^$TPIcNeFI)R6H(d28c2KaDKP*#xu&5Yu$i^VkH|y*;1i+04b|jUaRf
zfDqVsNqlq@oFN8~!*uNiVl9(`Vf?N|*&sXMjL!t<RE^61-v~4MhoqNwhHeOwBH9+@
z-etwkOm99x>OuJjp&LhV7lfx>eOmqepB@Px%3^vQ;1(ebBS0PhaTSAC=ygd#kQS!`
zcbK_|PX)XxB0nr&0-*B>CpqGQNRo8qSX)lAvLGgS_h^MawFG4o&1~}7yf5s7mWCh>
zze|AscT_^p!|8VHP}BXKs-VE7-@Yd18Et;Qe@v^#nhmJ&Ma8_oIKHdzXj<Xqe2+w;
z=q1qVd9&Mw1p#z7lPdtmwX}dBt7%zm*sGibcR-{C9OKVkZ8ko<$}wAMID*ug4I-qf
zUQuqqn&@R+;&o;fi^)1@fjwh~^`-YYq!Xr!(J7!`q~f+ETy4-J7dYTD>qY>m76+71
zQHY?57(URuIT56gpRi1*-c4|`sOrEHT7hx!_wIQq#{gB*-*@*0w6DQxZSH3B0EUgf
z2CbRzz^+v+wtj)yaC>xMJ|}3etz8wSxal(E9DyOh1ZR*bQ(_a=+GCMXORh1aJ0oU#
ze_Y%#+NWXrC+n=A?WLT)drAI1e9JwzZ}x58w%esWQHnst333m2<l=U`vHT?teYG3%
zc8Tn#G3BSW$6TIzy1!d;3DF2brM6Xi(Yc2{Vcv3y#jcf+-k(7g_{F~;ZnZuK78}6B
zu*x)M`MnWC7|iO)fe=#zL!C+O94*p8x%3qrruzeg39k9b{^3z4gd*y>1>!$wd{mCi
znbd~)OowPL074ACd_K_=f))1E`&pw%f{zUQ5|^N5Lqp8#@Czo*TMkG<<n8z0SaxAT
zE5vLeGamy+Ra`bX8#a%Vr7rcBVebePlnE6|itZ=~lHyUICGh0I1o&tThSA=RBgL=4
z1Q-SjQxZqvx#4nS^d0lxKoW<wc}vx7Kkb(!f^F4*L?~BKsOmGtP{-y!$mAjN*GkP2
zp^BM#rr`8S!O1j)dzi-2w$>0R#BBX{-qLCTRmrV*Fk?n7snqGFD!muvei&#u2~~mv
zQWeS-z#QEgqjd)r0;j;Em!}r8V~HS@6!o=w!cX($zBYm><%j$#Q?Yy8G?5&z<?fNu
zqd$O!Rj5*d!<Zi!`%$8favl2gbzrqpMZQ<h(40vSWEc`W2wYNPVY=ASB}CZDb4Uw5
zhnMENOc#>g%OCe@<&G#B9^+OUvFwys_L6pF6f6Azb>x5Lm}661!bkfpnBWdRfc#h|
zmBlDT!ZzG739ken@*qW3YzqDkY7S(leR?8-cgYTHJ|u-j_yfHHBp<=)3f6g_3K*un
z`o{0NK7W<J$j5Lazc`aMYrO(HFZeJ^ii3)ja<r6l*sbF&{U%`R0cFKfh;JCoY`iqI
z$;Y>X!BCc;_1U#0;k{t84VdA!42FQF8}=7Av)Y{JI~ph(2xx>CXvn%e=h^%4wmfex
zUa7L+EX`-U<qp?Q0}ZSjo?w)u13$>3HWkN}Vz{<Bl`_w4&moG)A7;VO+hQ`i6u(9!
z!-Vt}3=@xJID2#6%sRoWA(S9T2K<b}l$FE8m9krNah$>p6SZ8Y+-WYdd-<nA*<Jq^
zkVy(5CDLvj@F0FA-%b~`G>xckwh5KEz5%V0^Fk@~Pjcg7aK=?g8vA=WT}ncn!+QWv
z%;p_+71<@M0$-1gEIf|9=MEaQzQ|BMq*dK#KZiDIusq#E^EwnuyotQ$(CoW@vyo^r
z#JMO!itOWc`Y!I2B>pax>vb!aPlf%c!+5Tk7J)%DzClcC02IVe4{BwnFnvH_`iR7k
z;{>@d;hGqIs6c(_+spR-y=gJ|xTffo=HoHV$CH{g_79@69;Qm@2=;v?O)<E~zgEb<
zRxoT`n6CHCGfn@+BhN>lC1?j&NI#V-IBs(IPg^~_po+7NF7qyF)`?CrFLCXN3bx=?
z$vv{PQt3TgT_Np_e<cw(*BgG?P+?f_Jyc4-JjJ?rJ-q4f#ddqtQ8FScc`><}@*&W3
zf1;+;<KZrUW@&ps(aO)pUdPRhM*@#un7fp;&P}<s=5MRmdc3gJcv4tbRMuMG%*sbH
zDZV(TI~(E>*5s%~o-7Ed7<zIC^2(W9rhqlwzuEZkUBklewvXHQ)0K(?)mEAQwZ#nH
z2DXbuzqid716hm3-Y$q%|C^g;K&=vb7PRDlx;=Ez_bO|tu3^E|xo!N9Pje0SWuUW;
zv!}P#3j=3QoxuHyqH8HWt&4eMw)%#E>BZ}>byt?pyKb-3r6!Zbs?7IWyc*Yb3eR~`
z=Bhnz)ouSKQ+z&WHsE?OE$L9{J-M)DU%u^J(mp=tR#mYb<UbyIZley;`4u`m75U0}
z>8^d?%-GxZiftE-uKl99jDM30bz+jGRSgS2=AQW$Ud<Ku^3d-HWR<nLHSO#*Bp2(L
z%J`n099Idj;5Is=^XawOnlJaGe--PPN%-%~U5!r*WLC8Fhh&l3R^}iA_Xiscw6lJ^
zTg~`xjy&F{&tbVeJ2FV1y76XRZ1g;w(t@?Ldi`pmW&X@(DC<4f^3>Xl)yObA>0<^>
zG7BS=ahY<t;@Hd6?S)C11-nzh)Mp#Ix6d0Dcn#8d_zKh;8_68o6iCBr0BoVs*I>a-
zLi~JwIk@0H{t2E5(2CVME@5mzD+5IDScdZxjX62>(FD>HNFZUz{u)OhV1oL=z6cZf
ztyQ$la~Yr)v^-@I2>W%>`P<iABUtt`gC_UUq=zv-(nd%DM|2(ZOo5d6T8;>@84DyL
zF{CcU*K8jbL;E;sv|~>|&Nzay_fYaj<d?}Hr|?6DY>F;O?ZJp1UIP?k|5iG;St=;V
zOh>5t-KuhS(E;U&$BtVke96mf+JZwU0rJ>9#0Z>)T)u_Ofw-p@h}d*+wpu!A*#eK?
z0OU>!oomme0=^{Cnu3GnNxle7VD9{<2j(cz*G$yAcLWip3{GH(quQHSwH8>nvhD{t
zrln<tPYf96)qHnzuckPA`}92-_fPE%QOm*7`=l2w?f=%N&7Zt9_~+$$dwDsqguJ{u
zL||_>Vc6sKv3SUVOryt*-eHBRm}`*t>Bd?{L-yI9fZq$J1>bj{f_`5y*!R`%-i0d}
zK#mC1*@Ieqcl)w45brLe_qPHj=DgZVw!H#xhj!8{HB!>GGrwXmr{8I5ms)VxKF4X7
z90YQqJDM~$)?7=Am69=S?J#HkfUV?Z<jnkyk%_;Fp$`{LrEuDJ;MrUy=7o7L+bB+s
z4?4#I=B5ejeDUFpCFwpd8NhtPStw)WE$`x%?={@}&*F(FrwH+uS6e?fl}`=*&$R5v
zULec?72bfYlRSii!xbuYLu9~toa-=s;F4!}3XFQ$NWtk39l=N_m{1Enx=mE-JxVGM
zPIp892Xc_az?1CX<vq7&Cv3Itks}(;*KN|}HT?u$oKPtD`NMmy3vj}1k@zd1fDrFN
zL7vZ);B+L~rXR>P;o*WudH~x2Q{0Xko_~ipnd;Qla)C9(XPW2)&$V&+`NIiJ!tzGq
z)&cimORi3ME^X2Z$Q;LOuDPkCS}2eNSxhqv95^}I7^4E?0+5<$@FOd1p3*K%g%A%B
zMt2iQ0SY=I=Rdm}63~A^(!X|0(ch=c1zv)O!Nd52<dxT93Zu9?I9(<tS^Pab*ND;2
zAVQ8(USU7|cY6%bsF_Q5T__>@YF}?(ympj;jwY9eHcMK%I28#8fijev^ZRpoxXOBQ
zGF?$JnGO&CQ%-y#;nr&2)?8^Bq`u$5)>-Bl(B1_;^FJp2qM}w`vx-#pz^D8~OO-&m
zm9cY}wZ2AqxXrXy6z!(MQx=#@Fw`kW8TN27_md^td&Y-=Yh^|+EhC>MBuIzr@)3y2
zN;R<`4UA*m=<bQJiHQOI0;=dqD-l}}4|<R2GNqjd$&G*lyk8Vv4Sh$6l_z1!qmKp(
z65JtRpmCHb=Z3Mc-2P>4zx}YgbA(EdqfH;ge){pL;b3FP5jzo@*vt(B?+3Op<$vYF
z0MI6&di{|l{F_bhNNJWQpOx2&h0i*xoN7XJfd71(O<O{iKODtYXxVlTwyOB>zOv@i
zxa>qqDJiLyx<B2G5_dhmt!=*U85)jCOJ<W1;d4-N=pLMiGO|znKF+aeqcrsEeOeA{
zv!Gazd(i5~kb=VSfnRq2rPUdMC5ufZ|1aaNpRlR8VgJ~ncHr%PsQqX`^vybGTouS$
zRL)wL5Lq2u2A)3H%RwC9iGjZ(w7Lrm!@Ck(qh^W`(n`@u(YA(K^)7uL!MyD$2b!!-
z9K`<=EVy%Q%yMzSD1jf;F%v6R*#dA4!eEaYDwSNE@}2KHqM+bzI2Ne+=$Qk7^3c`D
zHqpDOBz$GLbl_Gu0eNb%&+eGuNOUAXezs5tUaK4FoL^*I7|XenQkvqaixot={K}H^
z2?ChYn>IkEVNtm}9{=G=0jY($ECyduMwIsft~!Xl&Gq3_YtZZc-JG^YpOIaUhQYKZ
ztIjQ>u2a?Gdw;{iRs4M}B_!>6%PR(73sVCElU{)|3PrFN$ynv&H{8T)!qtm3q>xWd
zaGt}cLnQ7pQeMRsQ}(XAy#g?|qDDZN!g)k1GC0IX6lKxg|6UH*4Q)b0mw}@vLCZD1
zYF0Hk*=^Ua7Wit)6^H<Hgq#LE6x9PXx8Uxo3}oJSsPUwrK4o`~x)fP}V0#I2Mlp58
zU>!GwAqCpTJer9=T8rG9yN{&?sp@}yY~UHMpMQPeHaK6x{pat?mS2wD{7aNlx2jGM
zh8n)=vxVGM?~oW#;*AQ@!5|U1hp*h+$KX%lsHdm+)Ha~rA@KV&DyRe+5%Au;UoEF&
z#VqJ5TXr^kk?|7KoU#mi_6Laib2G?F69T6Szyq~yX2c2r$@-#)FNgj?Xv;elDPga`
z${4hKf?nhvT@>nA9Lphkg$zo7NT25()-N7G7*fBULez<X5#we5WA(J}x$r2t>Xr8a
z9bb|ofonWOod<GXw!$LLhugX3QwOAek%UdkH9V`KML<?qiq79WO@<TtK?%ODP4fs)
z#G`<er{Pz8Uflw@S0t%CczU^<PzGssvOG90mqM8@l%Vc$u4e*<U;yN-UkXm9Kz!wR
z!aH2b)g7+N`Zp%mHJ(PPK;%pGgdGR;$tsynh$}CVGuhT_xxH7NdtqU7jS+Lt6nvag
z!|$M~rzpXm=A=NAr7%f=)EJKMG%4?u4y}DEEk&lbC9d?NH60$t3FOc)fD7y%On=2o
zTP?Mf`dl8)!D`P%ObM=p-(jB^7K)0Ya!f#RD444r1<HXpu~>N!d-d85>RzKC31Mdz
zna-o0NE*WMpD?q2#BxJ$lP+=h5D%?;PbO(RjVO*IEyCPx)BFecRNyyoYdgDv1rT`L
zj$wl5B9|3Njuh4Obhq3@aUsC6iBLt~H%u2#=)r>^CntPY)Yc}9>N)W_!h)pt{lxq2
zlI`)2<3-CP$Lp{MXa5l0A7U-!i3njRp)h3X$4mf>DO{9@>`zZj6yf1<)z(Hk`YNBU
zz<h|5*wbO^bSqXtLg~Q5-AwV6pbwJf`~A0vO@Ymb+HiVesstz7CA+nX=G<9oEn|(n
z$l7n9dorvs+zWpH*Qm$QL)Gc0z|u3pjoX$QskglcKf{m=&0_9@*qJd}%D=SeHz14(
z%h@BDElEsn=~3`2v+x(%fK_1K{^maS&Ctg*q*@qqIVWCraN4#fH2`fqUQ^nGc;h6v
zcx(Oy7gA+!)zY&}xVkiqu&D3J$;aV67X*GwXY{fErazINgI=lH#P(lLSdQKT@6)9?
zNisiGoEH}T7_XK3wpo?TERGn^KD-I7I*C=Rm19^u%x$<mW!>9FF0Wh2k%j>WQlTsK
zKccSa1s?BwsrrpKJzWH=5#$Z=`G8y|RG0@a`Dp1CL1#vkU~HiggY-=CNu(^!P3?0q
z%ctHKYE~C%s)tWv=lC{G*xyDPtyA=}d8vKzR?BbD$X`rRaY<5Ydl)@q#nv_}?UZCR
zL;QX8-)chL>hk1ju9&j?J;0PfNaZh>&-;Yb)Qax1$*9As2FFpeq>y+RkT_yW9nYx3
zUq$h}-Kw0)_6wVBDci%T_hKGwt_RX)tHRo=(l1w~jlXb<8N@yIcqHV_;&Px1uNg^_
zT>r`PwtV91!$D7F+nYss>ktmJyYX2x8RGZ3J^lPP$}|5o_VmQ|zBiM7bJ9dq)!N{2
zwWzg=@WU+#T<nS0BQK&uZ`y9xkFGe8&0eb+JFfAQ*%Erl1O2rgks*WOI<w{(ueG<T
zlgY#BWm%rnO*=fzOs?<5UU-Tb{HxXfK5<q%bzVEY<ly>aGKMN*XSlcYLqw@pK}iuc
z`CSIlvDvo`&HF(*eO(z@@h+Z-gMDAW%_)etKeEYt({{a5^x^;;fIC<^T)OECz3E4A
zUtoO?4-f~7S2z16h=skYyynxVs>~K$p&LavTIAl$I|mb!e<~{udg|NGU94p&WS#7<
zD+{+NLx9obW>V}x->lX5uhn$n=|25%T^3^8Z^dah++(Ib6EPov)f^B1u0=oc#Jq8o
zgx-D4*xUJqtM&fEMg)j24l<wK=I9vIJ-&DX-nI*zm_1MZ`_%S^dT&|Hf7e@%-gyXO
zoN<uv{w2Kl*vzBrRjtnBiADU8uWe(VYsNQqJba(Z_@=As7JrPHg_f|?Es*~c%V2Uj
zemr&Yc*1jf^4-)QyLR{1zt_pYXyYi5T_)*$eVvwMpv~6mcE&TI&VoBTN(6Q<^S41g
zpUDrajIdK*Bs7Y(QYDJs1?atW_fxP@P_iO~huJ2i^v?GzP7bKQDXadjH#5UU=?Dd<
zrP0trZF(<F-<Ql7Dt#B!1+fc@(T~%RLBW*DVHK&YeUxs1j2Fook;fn{ATJN_Dex@;
z(5VC=g)qh<=BheycWp%EZUAMbc}~@~b#f-3I(67`+11Q>7BohV^zL=VM-ltnW~{*6
z%ELo%QL|t{O;<g$b~bs}9F2&eE`iIFK;#wt50U>mF_S!q>iSObIfej6#X2VYJOFtX
zhnhl+ifQ2(?GLpJ4q;@&m{r1%C0$$}D#xPz@Lc3Jlmc-C8bE#;Y4cuT(<^j*#9j@Q
z7&eX|z-+C~5V71BMn~D|N*ZXZImiw({7N~;QU_r{qzd8S!bvgRdrFr!<RW50Mph@^
zItOReA9z)NY!o;4Zx$!^k&L|dE$UVNz&n`r#J6)!?DK&ya=u2O{cBlyOJo{dd^Y9+
zfm=f2PTO%;r^ws0E(8pDv9=%;@49eZS-fd!Aa?S~;39vxQdO6HpEZ8&?DwKP;g>Sz
zR%mMM@pIS1k=9mZ-}zKUj$c#zVQ0I~{!(3?Y<bmgt6$yz;PxD+DnIgar2!UjG%)u>
zYGcGi%(4^sc*;FcxUym-D|_rxc{!nyn^jR&mrM^1d$#f*rTJMf3yocvTX@JQ6*!MF
z#8X}nKW_pEun__0Tt8n}mL!^dL?#%`?XG}S(}+67!+y)ha6$bm;Q-X@J`SE}DHqYI
zsZFR*<o1zA|9a&T&qU%O^w~ouf1p_d)br~9%je%=sCAJqhR;O0T&lWOzi6V^0L*$Q
z7Z<3PsNYBoiX^<#sM75-_v5!p(c(N%(pT@e@b{q%Nq{Q3jSk$R{NQ~@Zexud3Op$u
zc?zg8Fa%}6z>7@}Us)%lMCG#LAJQw^i~C!gpwdN!JoRH?Gq2}qbaM0wFw67_Yr84?
z`=mPw+fN6M&J=__*@;keU~^Nxc#I+(_@6<^Tj9B|LoeA0dnm%&&_uGRtHlHewlNzk
zAw2`k9sei>yHWx|&J+Su!?9>(lrauUrOhb_hgJ79bMP)hIfaNgg>Bx^1d4{y5dKP?
z`Jq?i{@308&E30io<_gne)`6K;0+`9n>6k>vn8A!@^D?kMB`_lj7>9*O-YCnU+RB;
zX_);|@R1DiF^!V(dFsUA7`Of30d7ueD)lHiC0eD3zu}RuBZ+N@uZoE-3of5gDwQ{T
z6vRINIww0b_Ml^Nj=8m#1P&6ZYm^uO0aA0*umB5Gct=XNwpC(&KMfX*heb~S3llI_
zzJM+k$kGAvp^#;|&R0bb0jr`LC<%~IT2W=wpyU8R&ju`juRMUS0t4mYK|14?^ZH_V
zX&8c5?u$(Km{1T|4r2&1eDiuBz};mXElQFNW%lK=F`JQ><;vfqRjUmZ?j7Tp8W1*f
zPTq1#TD8epDf#)&lbhs(g>gmffvAtdv&&Dlsf<R)9&f44e`#c=<VYhBZ-UHDFn<bs
z#Xqtl#CTjNOqKl3SUxv0j#a(s9sCvZDuK0uOU%;UY<2hQsm3xa=GkH}lIy9tQOrps
zSsunxe|T=JkqhbL=!EWd4|n~31r)eV%vrCnwI}-`D*LGtew*b&&9?CiBHozAX|ol=
z)zL2o2vg}~W8hIzSJo^fb}KwLpoK7vgcJ||_=;Ji%~W<5yo(ec-Y^fC7sDw?;alHY
zeSitluRShhpL(8w_SJ@8CnGE-h-}OR&#TF?mM>ta;8?jQVZn4jRlXdD9z~onN7h6G
zzEx{pHy-Cx0x8JwgUkd&BFZSVf*4SkTNc{7iF96v?H~-ttF2jw8kgtf<7KwiBBxrJ
z^~lkG2^@oF%2|`fU<fCZH-M}P2WZ<!cj+>X8n!Oyddw?~FvmZ`rRax({5RGMt$!8$
zwT;(|`UNH-^LGFDt<L+SiQyf_Rh)-;Z%lDN!%1G%WXwwq+!`#KM<^&38;Kii_c?yb
z7z%0cfXR+zAmt5~3w_()IiCH_X~pGL5q)uWA}3}#SH6km)i>NSkYgC^f&WJw%O$P*
zV0SkRIK7s`1#^C}oLIRtDQJfab!myM!~r%!ff=n@6U$4Yvf#@%K>Q^2J#GL)Iw;0&
za)0mxM$0=QU~=qNvV6GwZD`47Ig7}UJchZmWW@4@<f%n<*GRduzhE#FUqbN5K+eXh
z>jun%At*fH(jys>>%M9}kF%g^fDA#tgpugs%g!2Gc49)gTq2DyUiQDe-t2ho4ziv%
zN==40o5p(kem*#1tQn67>N%*wLn69%YQrBwaMvv4c?Op8*X;m;mjsRze8}Zuqq{fJ
zvGo*>at)*S>o!Ea<(9N1z+-y^b^_T8J*^GMTs=tI>s27J62#@cjk8jO3OXko5j=Qu
z2O<77WIrne4%>tF-H}p7N`dq->}}`ZUbAZ5tI&!Dat3Kk==~O%e+VwdpahM{OHRN-
zkH0236QH6&qhx3O*TwRw<t6F{B!EWD*c}7kkr{afO3M<{$U!DZT<WphQljL(Vrb{=
zXv5mWNw!ttP7{NO1QxjT9kz}P#ve$xXOUeiU5H?rBj7jq^~+;TU;(XIOS%$iCq@o=
z4pcMKxokJN$Yawb$&Oh+a5ybfZEsPn1pkPb|31?gq4y_2x0}wLyw1H)608j`e}Xrq
zPq?B3a5{kAe(4=%G~(#t$@>aAwXa=!hI?Z~d90Buxeq7-STDl`#OpPCKSCT3X+9t!
z450~2uzRRgn<PRtj;MJ=pDmso3$1g^BpEa7{=kGq%b<HWYmgsJrNizZe)w6rkm|%R
zn{_BKg!x1uJM74+9s`Sw8NcF2$a@1OO0W(Gv=R<w8yM#8W<NU$%@D+JbW!(w#G7qH
z`4V5E$lC$5*e8slzLC#6UnMf&!i{BDNew~Yc6Eon-a+1RRZ|b79cI5D=-|-%7?|d_
z$KCF6*Nq^$yW6Q)#bh6ON%J5(=t2bn3Tgs2^3y<cN!5cQt*0FS!4{tmrDtc0P@nRC
zBi;D2f{N=f{2B=p{I9aoI2-Qqjl_lk@p^q&^H+BE$0st}9>xm2wLi}6h3v<_JWt#f
zDiN`IZfi-X^7i~oEk^8HMAZP_LaO<>HhRn1*Set#@fv8!i+Z`9%-p(LKjKhj1#=@9
zbiMlhyV);3hNgcBr62;8d+_jnJLma*q4E48<Do%n9*+H34*B1SUq1k@puvx_vs1>^
z{jxRfHpb|#G%)=}<btj2@GUPJJwty-Y?|)zAmu2#T><#_Bj7wGL@_GJ#9dgDLzfQ4
zVsoXNDXms(F5{FQ#qyi9eG)z&G(8d6Kn@N&_=5iV4cmhvT<yUS=o0eKuH?U{ooAN~
z))B~~?-%fiV{F4<MQ{r3L{?i^5EdXniE};R33`fC#2<do@kvn;8?tK_L*RXV+fVlM
z>1Fw6JZh6O^UP}j<F+c?i=Y$SJ{C_MuU=jtmm;!Tfs&AyP?^hNYw5RKwiZHDYAZ_>
zml?W8DjAZ6(vZ;mgU4>?xdoFw$FBqGq+2?0I1CJMMdc<5u3;2;r}9iXC-O`U=1k27
zRIT&U4)lYe;#SR!e+f?eA@|g1I@cAu{Wrb_f&)!hTF{T}vg}8V^+uWWMjiB^lCYPl
z#Jpnv%x!iWCMH~?OO|#y+Iu*HK|d90aQHPaVe>sHoxPj%8Qc1PkEW8{*VLN^O2cd2
z!)t?<Y@_GPlG-~8Cuq~>E=5f2Uc7X(^yzaO(M}$Nd*AMR&AyFvA}wYCHE?+2zI8+y
zSbaQ#-8qd_Pl;n~_u4rdsv4TFe?4&Uqzuw}dcN6Q54$<K!^Bnz!!@0s9Y>rliRRqY
zAMXwHj`!`h%NUd5Iy_G7hDxlT6vt0z-_)<HrWNsQnmiJyfAMPjYvYs=vbDMGTQll+
z&+l3N$#LW9SQKT&zlL;2|MXgW`>h_inBghV0&BdBmrUd2?b*wbiv}00+wMkutKoKY
zcye1#O=xU2xtM=Y_i#mq_;6cT)#5cHy?+yO@8CM``<lJ~e9{zMN5o+|6HHW8+U_fI
zRQDpc?I0*{|MpsP58?Fnrm_Z0`CC`Dq|DbaaLw#*os@yVQq#M<o6g2z58JtsYzHYt
zdzpXE;{$8t4?j$1OY2?i4_u2Brw`{iwg%L!%}r*P{+xgE!rQUzaB}jGZKHun=pW@B
zheZE>YFU;{JBRFX<o&lrD&V-tA*~tNj>PLGsV9@IFU0&R&39Y8Dnj43uBp86_8b~&
zx?YUvmD1Ak&M;zPb`_hrn3`NDFWIgv-D%OA^}03wHOZr8!2iUw(GYp1u<)0(E@k*d
z4&s&X#`@%%>TuBUfRJ2NmdQnXtIKX_;V#{<nQ-80`SBZS)%BFWMYILo1<Ihl@XLss
zrYnCt=`2=L7H1Y`-ty#Uz+E43h&8Bc9vy%diG_rfM+k`aPy-+lDoU!7G#W1aR{+&r
z@fvh{MIS&CAtd{_8)OOG6rzO!EzIfL9wXe!nnPS7D;0D4r|admvXmM&hUtgMUmm$9
zR?5lTX_r<^jj^rzwfiGvn6?E&^+W;;aRL%8s!>%tMS2NYqt8GKvt-_O?m52?uYM00
z;X)TLNR}R_6QbL!->L4kT~=I5TrC{?cOSPM+TxN<o5!7R7F=<TCj#5UUEc2y>JCR1
zW7x;reKA!#l>*YD*AZlP9fCenU#ZbNKPNJeLi_*BObqsSJEhk6q$XbewTuF<EOBJA
zc%zFU-}&P1s2q`qiR4iVQYEGln#k(~>&j`j@CpSPJz%ooqs~7^|C(i=7~y0W=HldT
z66En*{Yn|TIq2s<v=hTB6_4GI-K7`stgA)%9&Hr^&6DXR+-?ryb~=6uw|1PLbFkz;
zH-7`Z%=^A8@85S@|KWzger)bMH~gf!j+~kw7?&f%0Y@VfyCCISWOg>pb+H=}fmqtR
zx_W>e+r_ly?+aPH&{%8jy_T8;{$WfVWIUP<w#24oaeIH-T2&Wk1KfH}D!$uPGRZh-
zn;l$+U4B{4eeC+qe^rF{1M1u>NK{moE2R3{$+vC`QU}i?U9N>28bVi8t~<kUYB*}`
zvh;UIk%a{|{Jx7aIz!|L;_!tc47OLui|=3EE${pe3fvDv^$$AWz)R%%p{AFBgmQR)
ztO=F@$3aQzOe;SR=s)8oHVc*mqAyO^a3C74Pl6K^N99I<=p5bxpql1-{7%{h3coIa
z>ql@OdctX%$4sGL67?n&XdDc|&UQJ?;3#mdqQ$d_`@rpzIe?;{!u7*lTB!D;(qP>Z
zUm~R?3@Hm<klVBHTparDC2E}j00bkBinOK;KSC<q`CTSHKV6fbwa`T)e7>K6%r)C`
zH$bn0ksbcQN^t2~baRN=;x#re;R^J=gX=E2067KET{tG#1@uXJ-50d(Cog;XhLg=H
zHdb5>%MM<_;?aeKWL!RH+;9Vkx&NtMTJDDgl5j^Q`uHoE#6KkodGqew-q)=kC#gTa
z&0L;bhMg32zkUB*O@lEx`<XT&$D4aYood{CYTVrF-2B?y{7+eBIXr!gjP-ntSH9L_
zgzSB-f4^lwsR`)dqttlgVwu^fUop@o!YI?J=`v{tW8jz;s@4T-nM}@CS)Gr)(AxD3
zVJr6R-pNk|i4-|ezJk-K8G83NhUa1@D9}ft`P>5_5ViFQ1W3t0XPHh#BT^evGn&=z
zRX&T((BFBW_?p)Vruxp(JS55@(Z8A-Xf+uUg|z|4^60sxpOPKvR9xMU`g?ya{qAfq
z#{n)O*YL)8fQvwdB$Yi?=v@yDh6$dBD6`q{KpK)%=YHiwLB8+vg<rk_QsV1YNvke7
z+l4>>d2o}QGoX*Ux(lL8wrjq>rP|ym=H*h)rzzs+QZq`(X@Lva2f3`aWQO_99#_5T
z85(+@m4WJR`AjJyAmSx^3L*8NqWk+`hcZgPG#Cn2+Q^u|jRMVFoaJfQDj&7RVuopx
zCka?-7Bv1;ehW-!41cttBl*Man;?<(UCOBV6wRA0&jXm*?Utt!9Gb(QaenoU(VREO
z_jS*n>&s!82ug;s%`DUJcL-M}nv}sE1WOWiUhJ%|C0bopX8*+ww}$JIcK2v$@VCZc
zBY`|*bvUpS43NKthymUtKtkH&#%lhX5=_i6I_YLly<u*50~6)n5D^fhA?O1RQ)UE7
zLkH+JW!-RsgeYi17|>`4lE0MSgq1c_md~C)xPbhdpB8m8kEM(1%_39iP^bnLAWZDQ
zQyXrcmG*FJ4aCyt>GtMN%R%U5z=`r?GtXBH9)#g9B;c~=IviknX|tJp-*R>3m#z)K
z-kjQ&=ZISB`3@B9ovjGz4Ft7aHjFI%>@_RZ?O>!hg7jVrkjKcuH6zlVP0k>%VPvFS
zc3!=>QG~^;f#DNT(KT31arm-j6i}6rjn?TB0G@_In4{UryO5aBQT)6<ws(Y`9f(oh
z_qOYAo-dxDRVs7wJ3rk8EuO+#c(-$*k_uIZAIZ*`Hj+$<ox)SZk{}%rKWl-lN&dlh
z1}BETTxv-&$j8;KQ)5M)N9gCw_X5Dfur=8GI$G#l``N5G8Gy*Tl)t!d34%wifb!cZ
z6p0O>@8y;qh%fQzae<gnmqkMLyXUPI;tZE@^-Z87&;dpkfYt^Y1{0t<8vMjCp{Z9O
z<)2<<@AthVr1XiTUPT-N;3rmNTs09EjquJwPCYt-lxScE5Q7lSOlBGckGPAU?%;av
zR|EVm)tkuoN90^5=fAop5IR+7vbbdeT*B%`h9=`2qM9w(O*I0>qR)O#27nKM099x^
zpVgsltUY}bK*;_H6U21R_s&tT@$m|YjN#u8ORd==!vsf2H0mqzLErAsu7`)w(c$~U
zui%78^NUjm3A2Eb3y+e`Zbj_Gu!+NF*D6n4G1)!n+ho`mxlAr~;1r|1P!9eTzf*<U
zsqC&i7$F`hDISSNSjZA7oS=x9%nLsh*!_Y5NnXTP%4*Pix(VV-v_x+fkyPdI82=|O
zTl$#Za123jY=Ve;+}pQt@7~3|bBl9xi>>x1rC(*UDJG``i^<@xu&5C#SZ~32Spq9E
zG0qc!G8S^;vnV?8a)=WO7Ny|CH}Q`G)Amd~jhaF%m+9l-;phD~bnRKy=BuPIsG=3N
zz+rcQF$o&9CG~-m=?rmp3emsJrDqKioO$YgfsbNn!U60j0k*|$g0+JzZH^FXAYeF3
zCod-(thgK{_5=_mCLA1OtgNJLZ|D4ti#H&&zXc8j;20nf(G}XIp}?VTbVYEBLUbVB
z$7-;|Ujc8ZI|$94P1x@hm?1;ZotQguYMOM{fR6@#4j2T0gd6UN<jWEcnj+0D`{pfx
zI*pP$+KTH)&3F!k7xm=;tHN^RmD3*43V@#!<l%IEz=KTvoGHO4WbF`eJ&`(5GFI|D
z|5=gBL!DUdG`0+39`@V1^>Sr<U)R@k6~laiJjnG8%$Uh(FBr=n_^0iYJMFPGL@7=d
zD!OA~amBv$t&6QN(liDlLCaP<gs@0^l{Yvepi!1kpr3l500F&AeK$7L@EU+5cF1xM
z%JO2~V?oQHa^!7D-8M=ir->6I4QOW+siP2u|6wL*<jKHC1ii1fjtGQ^-J(#00KY7#
z0O&)7_D7<t%1u5_rGY|WvmJk}7brtL*Xhq8p%)4*!5$1h6)+*dh5vh(#;4X&P=)$s
zIEY;4juv8!v^js%BE#G#zJ0@~y%Z-eWw$YX4LbjWyc;fz5jsYykR69UbqeQqdYiUL
z`%XZ6;nxeK>cxv7Rb2Be!6mA`P#zg6MEne@P+L#|^BL`f>`8Z4kTJ6vvL>Kgw`wBW
za2Y`NROVa`fZ6v1U9w}V@1cmKmZ9zu>^M0IuIR!!(9=P-r;oLM2*%$#x1htyTCvq=
zQPpTMJq5;|#urS-l@i2eVNQ?9ja~QJZBh@_IooL;U^8V}EO*)`x?Q8A53Q(klpn~Z
zx(O|H+qRXANGlN@!CzO-fYPiFM1Bo=q|XF?oB2oUF@5~3;aK>mc;mcy+Aq6kkF>N>
z{dL{fRvEUhvt$N^7iJ#4a!TT_`K2pqV^rpm*&2J>)z|YtXN1pK+7B~l<gsL4voreH
zJAQB0<2ot6itVNd+i65*_hbGU?$V}j$<_PzRQm$q;(gm%ynl0E)K{0>N<UJ22f-rq
z?B7sIvN_WIc2}S>@U*9HO||q6V3+03ac&E$Y26V9D;e;SGO;^Udg+_nSC#EKRPH-F
zw#?7D6*pq*6C$LX`7Wg9VR^N9E%L=oE(_OJ8x=YJE+pGK*plz3H|OWYtgQVPS!$b*
zPah85Yg+g19e0yHZ}e$t#WOLtIetYN#!nnCbDVt5!`37;_5JgV-*tdZzeJQ)ULUCZ
z4c#?3G;0jF`5kUTKm0FKYTR=}zpo@|e<|Be%J<9PnXw2?^T~j#p17*ErsIFplYJj1
zv!rKzHZ*syPFYg~E=*hfcIWCAcmGGyRYx`Xzinc$No`1jun_`EmoytC1`?tI(jba}
zgrKC1(T%8tGzti)goHFBr9+U8(cR%DWBWbd_x%IT;T&M++1c}a?(4d*m~eN9z4+?%
zw)VH+%Jt@wf$EHj(z!-!zwNI0`I3^EKMFq1nu1$!`5OQTC)U=jdfx4OU$~~n7!Tdv
z+F$;ftmtM{wo~_LD*nNvg_6<+t4Q|Pwex!t&<ykR^nFG7`L8auCKeO)yv9~@CJ$*K
zBM+_qM34RPR=hFm{Jehd_vFm1@7LzS$}RuCWcuna2{tN6gdQLVq1nr#bM16y-m*T3
zpPOHJkWbED%lP&4r}y2o9=tTO4J&KNiDiL=g;uxSaT8|Yi9R58mA5pCgWP>^jEsUT
zFo^XzLgxLQ0mqloSDIkLHwyucL?{WIN5oVBBb5mY3v;*_M9{=Rl-{8g>BP}Y(=T2A
z4dp{K_o;3VvM|ECt{S*$iFULx(_Y`Qg}ltQ@IZGB=6)qUp`eu<fGT}Dg|-PadzA3=
z#hp>M41Z+Yvm$HK(O)pcFp#Xa+}TbH!;cR#cmlOghRRyX&<a6~`>q%J;i=LaHaWZW
zmucl`6ekW7o8NN=-enwAj*BM_|L4__mJ=YNb`}fl3Z<G{|H;yTLJlq+^1RTG*Ae#}
zO%}Kjvcvq5`hHp(st5Za%9`|bs{B9mX=p*el_SsAeiAp_I5YL^j^D^P(_ap2oo5mm
zNMs<se}v_aX{pbRYW2no+`b{2^b1O+2*Ph}B8Q0{<h{|ErbM?-1k7UOcul~7gbz=~
zzWj~3=dR5YV=v(?I})Pt{N#iD%H!vzinP|m$<fdlp6<w;237QyGdZtm)zf9Uy|6xj
z@y|~e_t}o_?7Qn0gPA3&K|5VZQe}a@_?awKQqA*r($(07?4zyU%mt%zzx8x=S7`BH
zY8!L`)-W@KmzV0w4)xCN#csD2zD+Aw9;GB&ln-CM2!zpAqc#9P3wn47EG53zj_j8B
zbDthu9L^hyLU`!hj0YN4%|=pQ>6G7x6nthdR-)3nr4(ihWWZoLZ(rBDQo#lR<wRlf
zI011X0SvqtAj=!N3UhLY3ESgX6w?}dHC#d^3T=UdCHLnSSX@)?G}sEytO8-?PcAO7
z<-8C~Di)Fzaow!7yxOk)&`DZQ`!1r<)%DHJ&V?@x;8&6cGM+K%|D`zsqVvb(T)Ivr
z1{`=S%z2oIyRy4;d6|KT>sr-rj8$C(oBkF0j>bMP3j7g$9@(FFp^YTs7NcVU&B)u<
zbNCT8)j3i7mf5BG-e5bd#g%!?22h|xJ*k}%>0StH5tkynHiDN}()zH}{eUK+4#nJz
zQ6U>$xnj*70w|oPH~XTDZqS6z^GEXm8J_GrAM`p?^nN9GcBKBg`awh};f?`!a=IEF
zNPrq7P$#bH_r&1-bL;!hgYMrpmSv9m{b4DoxV_IL_GSTF!fh$ejBMl$iD#~l&o;*5
zjC+b5qi+`+dUjTf=*rV;n}QZoxAv1amf5$9qhG#a7`25(R3}#dw&M4C-)HG~pQ9MW
zVvm6PDn%M)M4$iHkswVQ26!q~p+NlcfTd6f+9UZ6^G$?PWVj`07Z!xzZaoC%@FE(m
zJMU!y1x5}U0C_HGmkf%IF5%%W;i#*V<FuEmYEB;Z5+-9w?NVV!kti`r<XgY;hg%^>
z;5TI0E+X;O{jRSPELN`f=XT{9Gpq2eKKic19V=1AqOZH}rQ3X{DN^$4iQ1XC`-7dW
zKuY|UIfR^h6?W`(dEHS2*xKZzvi*JhRQ$hKX3q_@SsHIk)PEX$z${AF#nWC53Nb~M
z6FBNgK#W-#1Nxc$Van}HRNUl^WY#c1+6vJw3Qi03WiH_}qv_ZVgKJo-t+sapCBAJC
z&_h&Ujq5)S_kN-?;aiz$zjFP{Jx>AHu`-6j*Va5ZcDkSZdLYEar6N61i~2t7zv!a4
z|Fh-?0HVAJECU7KBx_vIe=Ud37#wBFWFu=Erk^?j&<Md#Cff_In!>n)Dps~;8fP$c
z@ROsiSGTAy1T#{tmhHfY5Bd9%SX-kS@s`8+n62+$v24x@HjGrpe_Oe$P-E^k)Lkgb
zFx%(T)y;l?X(^HAN0Ecn``(Wl+cN+vb7vlfxBK;Y_R2FBVH;fY0jG2X^^mSAaY>C3
z8NTq%8b8%bV7t5Ctm?D1)#G3zCUGS-C6j}Xdw+Fv9~V`pS;HA*Cw@atcKHG-EX5KK
zEct{?c>pJ4O?7iBFBplT%qej>@o>_^cJWE7zf!7%mP2CfLM|B-o4fG*u7gvYPUFlX
z%};q62Y^lrrG|hK7>;y;vu;5epV$*kSsqc^0r|1nGXRcnHv+X$ARz-#m92JzggPGa
zX(Y%S&D=OVD18EFI`U@75p0LvlycEqA5PfgASMDKO}dQKU3MG&q0LW%?GVI+)VvGo
zeJ}h14o*Q~&5Fd{!u7T=2VpNrm>o@@iIz$<fJ}ZqpJg&8g5P!Q9({m{kN%u_y6@4u
zuxME|`uRz!&!)iw^UQ@_Ak3^@q3Fq7+mXWH##73vuhg=ppnNHM{Wt2Oj&>eLjc@bo
z@}etA$bkJt-p*v7-D%-l&a0V~VJ`<OEX=iTL82L`^vhdUo-j;K3cdIGU?jXQj$+OW
zGh$cP`%<xQ_4fk0N6Ip>vXTIGo%Q1{nm<;bmAtC2uUARtt{*ZPVu~S%OTT=HGAp$?
z5QURnr55xJ%Ub#PdieOF_xSRIIdzEC$4D4CR|}Cj>%co_e+8_oT6;5(Ds%@l77BBX
z7ls@_YbaA{NGUf!NHa4*Dx$61rX%GdwKCkdh|o6M&kGa@NlZ@Yzk`MN*%CvuFp}30
z3^X)hz;06HGc!~VA#}k(MWi5MbQjvP^oH8BqoPpKB+a4eyN2Z`6ln2<ZQrt^?Y3hP
zpuBJh<A*u5N>~0}Cjxd(r4TfPmK^+)u4A0?a-5NB7!J&L@;t(mOpODBuM$zjP;H^5
zwxuo3)vXSe%_Y{&9oEeiR*aIsAT!e-^BKe%aM*mmn-+hU6A#uxSZezU5w**)NF^|q
z%5HDPy$guh54I(NH7OTgID<*8IiXitelq;<K;SWba2*<uI1Gf8CbfnfL(MMJV@?l{
z5H?N*j4i;8$%rnFYYBYYRi<HnzKneZGp^a_G@^u35rdP}GSMF1$*Lu=C@2QLWI4NJ
zIkzb1r$-163xr*REWy>z>AoO>RYWx*vRXKSRwzRN;z%<XelWK%>RzrW)dIY@qRkTm
z3-K*4XIrmSo8CJj=1ujp1ig1io%>`Od}MTm=Y5jh4*|`B;NW9SWGnP7Qa}DGX>qh@
z@-_}W{5o$CDUHYABX1{(b{hrK;WdGlQyRc=_X)A|9%-nbk(8++r{HjdTk>}?m4oI}
zCTA%fz}?2-)v-n|iN1B~!ZL|y?)tlGBkVczp-KDlm+)Wr1WEh`y-4wUT>o})R}P>&
zvR%RG$&VUAhL871E3?F~OEgEbZQY)_{0_0yT_5mqlCR+AOPMD2ir*$>E4#ft@;vWg
zG%v5i={U&<0a!46<4It;_~#xe&F2Zx67iz^oW~^k8+~WsMX<h3OjY{~wZ^?EA42%c
zmno&YeN=~vM^NuURm0-KOsXACZVx84-^s4x$w-JaH9zcKRB)KidGPVJE<Gq!t0;wv
zoV(!|^EUIHlmXrHsp&n`-L($|a^0M<GnMh12X8t4_S^{U?)9l)Y-z}5;`#IW;`1_D
zi9{LI*}x28E`s$i_P{ynEJ^ufN@D05{C?}nMZ}p3>%#+T(I{jWa(F~c`2neH9qw<(
zu+-Tc6^<N2Ml~ceJXoP7pKQdUVYtW*drcDJ2nqmr41zACtsLCOUkjl+(0-y(1+8BU
z@NR#-8MZfkX{wa>$30cf?8q1O{I+~Go00q$r`kU^B3*y$F6v?*OSC-X))1rhm4xG}
z_1gnJvMa-H;d3{u%|^ZQ3fHObB@)v4yqF~tm5b^r4sv%D^nSS{lq%{DJxgdF5~nWX
zqRr0X^4FI+OLN^)p6Yk`p&a}1myXHL!>-cLj9E7~R2k$vx@D_|<X`bUUDlZGc~+%o
zREqBSQgORdE<&m=tI=(3)~c`h+I0Em3aL>{FJUZ4J%D~Iw0;_peGSz=UYOnew>gq!
z1D_-O3f;@ud)>I_?C1ZLw0Ih`*SGFQ6`=I$8)-#GycG%j;grWBgE;Kx^*&W+F@J97
zy&DsA?$3RFzb=k^kBF3Dgg)NdSJVcN;LDH4E3*?)MT4<Zy}W9>Lk$hqbIlj+a}7$>
z1UQtBbcSnn{|hI+{!1$RxqtC_eNSr6Cup<&!t2@JL=?^A8SComrj)|!Q#PZ>loSp{
zcMbQO@w%gxg*W-)Y~&T2T-}0RRT32XGBO6-(=+Df6`I|O(0-rybYBdNZk7CEo8Yr<
zdf7ren(O1(x2*R#ZzBNl$_<0rn`&Mq7h^r+%fH<Dlz)3{c+4$+ex;Z22acTb{-@tp
zNB@FD$|u>T>CNhN)>k$kW`^FfGfT<+X79S~rB#FMyQ`Ch=e^b0U)g?^J)AEss<(LP
zRmL5xGuK}K?-!$Qk%ZLa$2JSj=+W^*2bXiG#EUZbdH<<N;?B+G<@yM{iEa4!4YeW{
z{|D&f+oRu~Db8g7tZHfO{Qdik_*Be|lz+Ik9I+P3cn`|Wz2DB-DjF34T)C5b!0$h&
zjbFA2yL%jSSwj?BRr8G#fKloncOb9Amjr7SGjCaUpPm}V0MoL`+9$0s<~dTC?^GT7
z4=!;Po5vL4ZCh;N(0$E>($^_U)x59K>K|-Sq~IJ)+NGb&Q8LDnc?F-pe*X$RqI`C+
z$-}+Lv$?sE$K-%&p;R058~IB3WQfPG!oCrgqz<4>g-4#upQs)2?wixUi~T%RvZ3?o
zejIK`q*Hflwl+6p92%>p0fYQ;ZGQQWw5ystpX7XQT}j?=jG6*f+mcWI-HN089UxSJ
z`FFOY+suV7{^KTKd^3t?6xH?;XK$03X~O6X-QQJjT&}rJ2%Wz70c!0F1YgQWSq2j|
zdy%56P==sj;gIl)?&8iTjY=~gay;$~vYfOyK|#da+wYhq?!Ea~h|wQ?U^COJvoJEv
z5YA!T+PrzYqE0Y!kPx_Zq$@Y^-Le_|Yy3SJ`pEjad+Cdf=et3He-AUBxswjpCUR_m
zI+<-78zh-9wX6t*H#Va8X>gG<(#R9F{T=`D`NJwU=hPaJ@4JRG)1HUA&p5<kWdZ&{
zwQttHsQRFreK=Aw(6bH4eRJ71{wnAl=YY9{p|=qt_g+D_zV2I=?UXkDwhpRTZJX+n
z6WKPn@>No-4tR+kiHtjs0-GH6b{@VLmh2r&Pf3$jxh^1wMfS|x-O~{5?NsjXk@;W-
zfq=hVh)cXdX{M$7VGk(&Q17=<5D-|Xw2&w;iQNG>?>q7OSvn-miOKtyX|+5+RK(EY
zc+52wSy7=_TL|b78ivYc4PAjol~Tqw$0sybmo~>|H#5Q@V|JX}Q#{<tobRkKVu*ih
za9{eHQuJX)R(WCYTO^8QQFqJLF5^s}&-n-sS*D9y;U3l@%dnEGJ#Zy5)(K1j)$%@Z
zeRbmc!445d34@&2D=mBTJ;k7yBfb<UJS7Lda0S99MG-~;{0c}E$<~1dMF$x~PJTUx
z3Za7um=&mjWCv0j=xP4LNYqvXTI7a=phw6e7{qWMy?AL5^XVHF#tOSk;-8!0AZi!d
zpdO)c<=9-;F65KNzl<;@{P%W7AX|XW;KJinzp%hm7L+DHra01s^uV!5iWttN-JDBr
zK&o(|$U!i3dE^zRt6^c%+QQlhJP^)W9F`>!azD=4&iHfNXFa{nxag$BB(bip&iMF5
zo(xV!;oCCTb!B89YS@<t`qrz7XeVVAbPp!<@iFJ9$MC}(SSq_j7zb#ml0Gnj?61J0
z@L|Suoj|&I=EkkeNDX-bAwh9z^$z6KVbzfdtHssJjG(sg80kQX0kwPa#?a-bPd1#L
zC^RU)QK2ART5p+vIi)5&9n0qnoad%?)Ox&2S8-_UJ<u4Y8(e=&%x_W`0gDT<eGPGL
z9TuSp<8x^ZrlPvwh!D=cDf}QvlSthU1tC31n06?p1DSS2$6%<f&Tcgxn795SU!)su
zwyrCM$B06_j*wxW2yN5SZC%p8$ECRsLO+`~#$Lrmwpuf3Usy#(`o={cWQju4(>W8S
zW0i4NBCbjd-X=KfOut*i!7tO0wWUb>Ku!oh?D+nt^)L6?^Si`v#hRzF-(`<#eGpb5
zWOB&%SURHfJ&nEZ@0g@(3-Na>6rM^i!)1rjlq5T9Jh(7;Qq~baUR;iXQBl%^Vx-T0
zurr7v=s5Hxt-G&F7tw^aLSqY4#Hm;{DQQMH$kN+86O}{X(?Z!9B2d90wgfi~$u|1d
zRF0MmwBIW6=phx^V^@NNxrX=v0fG7RS3<+gD999Tm^84AQ-e`EALoBJi_In1(03lN
zLs|upR<!o5?nuYe3}ykiFZV-Y=;i;;`g-XiCT$PRZ<v|9N)7;oK<5bClt|q52Ty}P
zAOPIt146o9)KmIkM54fP&sy<d>mcI_XVU5)dP8&rZuqFqFZS6d;?j1s!_%h)iN+oI
zAbfa(Qb3wTFjVf(?~(1YtL;^S+bzI|y@Iw0q0%C*bCL;Hil*QxGGSfaSQ59meCnOi
z>JvDH27R;w@w)gXvULAP@ACC&RJDxHNbLJ}`&^<TGRP5b?C13Hz@hJ?9@C45Bn$_*
zd~~sM(>Bv+Xg-N-wFYLoOZ)=3FGs1GzD$INlBtE4khXWvz%-;qpbc_=5e}5@;rxmL
z_Zn@W8eqw5+T3E}B;p?Q!fi1)64;T3mbWMFHSShoE$B&Sy~J3`ED`k&vZK?341R)V
zf#^t)Fx7<I;q~uMO!$1$4rrK9(9Ndp%5Ca#au7M(*5U1qN75jz0Rood(q@W>Mijso
zkfLao$nxa&92{JU=5RfwgGW?Q3xZz8E%YF9riX!ygGinIv84U6#F^)rwWDgUQU~77
zF_|}5d7agUqB)!Uo++)vYw*ur9Q2uOr#AN@cV~h>lu^G+r4<h1`cN({6cpq{%rxrc
z;FlQ<5fq_`NI0eEUR=&uU6tz?rI&bndoMffS{LEyu#u=`go+Y?7}izleS04e_uiuF
zb1=#_L^WTEM0pUJSeLAb10U?NLg1o%PZ97m0x;Uw5-AtJm|-t+Xg3fY4I)3j{uUaC
zmX?1lBk!pYmOR4hDJQQz3p|XFX${*M4cq+eQIV2~1(Br%Utrg$?5IhtcNbE+!PFLp
zGMOR3)A$-<3=g0m+kr*!FC!EJge($-bs#4rm5o5hq3@|%p_zdmlmsj;Qq#Z~AS^h(
zh#mmXZzUEYmH-BGEWtUcfI#Fc#L#$`v}zYoKq383KolWv$wkJp!NLG!);corK@72@
z3!DPfr#8|@m_<g!m3iI}^(!G)FY)7B`E?KikN}ANqGXiM5%fV!tG#0+C76Fc5#@2D
zDcTpz)Yck)T{;*gDghH9Bk15uR<oU=rkDS_Ba~{?gGAi2Z@XppsD-M%XXajRP=i`%
zJAu4(-m+3nhQ<WmYBddVg3mJBWa24+hOKzCQ7@d6NI__ig0=2Js+Y~K*Xj^xLgAn6
zMNR;bA6;D7b6dWp%SeZh?5WrlsI)S69f6i2Q~Za345QITMgKi65TKA4>GEelPBVa<
z_`1O<gp#$`{;6WFN|-STmUHw`!0)mC(pV9`nAy{$ZMiT)42uk8=TcNx2`bDyhyPY4
zmkT?9@R8pI$Zuu&k)B!@fO&r4<~dorg!L>4a_CdjORi54tr(K5;C}3yZS9o#*f#A!
zFdf6L(gAdguH%Ce{z1o%$f-F3km`9^fPmPtBu*A8{*NZ_^<~epB~vX6GNS@{0$>y6
z0qcpHFQ&lE#yYHFkNpQ`V%|5x<?(kfIJOSjXNaNPXTV*NaJyV$VbcRA6#9D|K?Mvq
zxu*I*3d`;@+|xpgU4yt`uyN%FAuX>;G;$g~NEVF#^49L^>b|Q1dgU9y<J^ID*r*;t
z|LP>`kQV14VJA{c5}>6rpkm5&D%K7k9DBXLaH0#|h8({40B$sb6%tZq{!0Xo!y<Lh
zo>;_hrX|{?bPZaqXj-xeP!J72zr3TV!v0sE`V~p@DmscEk2!{d)TGIw)~?s?Mq4w4
zkIUgTRZEQ6&5L-G%2=9n+M!136u!fk=1X`Rbyb}z4G!4n-b#3A1P4k(X6#}0Q-~*@
zgAP>YunN;bV%34oBNRm3X>!V6Q`!Bivinkw*0EKM?9P6J6Cnq!UXs7~q5=;x3zik`
zP6XU22U9Q9MFbtk5!XNBhZK%;UhI*>3&`Hv!9y>ozs%6w^MPb9!qnz84&+qH*J_&I
zyEb~gXzZFgkMlX=+2^{UY<8&YIvp~$Q!wRVYVfh*)!~m%)jWo~lW*#Bi~em?6w-63
zTo>E7E_)Mf5Sh{?@_oQ?#$99EDJZ1s#;kkkZk_SSqgTb7M<03C4aTySEZ>~i{;6o6
zNQBpUZuz#?nGA3Y&0lYsv^Ji9XyVz>Ok33c*&^O>+FfJc$!}yNWc9cv!_Xol2Pd?;
zcV_yt!PW&mH-(u8rzDtK&AI#Mde)xz%>}f~H<4$u0$NUIFRHf(rFPYk)vqrme-pIt
zo@cC$o5m~J1ampL299G#52~6MH{<__=(il;|DEbpSF3R%i@yf=FLxdP`^Uk^D8<8#
z@bi6WL*D9&H&xuS{xjZORO0WyyY;y*br0}=pYMF!8~vhUnC+xza7AxA0q&yuy6Uuh
zF-04k(c8;?=gxM_9hX?>cnV*Ms&5skJGyZBi-kef3stYY<(+VYmHzO-(e-J=?B|{T
z97Hk_vz<O=c05%y%yLop%DdR<Oz=uok^10c)%g1jVR~0A*+;Bo-&C6mGtXG%KI{Lc
zau=LmcgomxIv};hodckt;^)4WqX$Jbhli(yBCiGvw=J?2X8jZ7?Wc~uk=90e1`M~-
z`6d)JzEKO0VBawN0Nbb=@^g_KpBV3PW!c`fE?3*{;#&R5S0g|7ymsE)WaQ=P@A%^{
z*Aw9NMuE7=z1?u0mWAr03`QFXOBsjhOqupyj0OgYiSe-v@dtm;sA=pRG$kQ#UZ}HD
z8m)&%FqD8_YHV<Eb8%*HrXS!0av`D!GkMxiyPsORC_vOnfkuizr!YqqFeZ;bLKK&x
zq_m|fs3l_@8GECB^SCHm0`7{e7A*hm-~6lmio{_W1cV$J^5LZBU*#yKrnCH;Mg6!h
zdy2^8=-_zYveqV6CM25g8}Y=H>JQdE_SCoe&T4oeH~!GzrM9lpEqAdua}RtbCO#K5
z@ZFjWO{3(NEe%G|)6zoNo<J}`AY_0n2@{lfbvkmOhG9(WMHkB1Y$WwL*QQej*M|8=
zPL(M$-#V4Be*waMf;XA&T@XiQ`q&3&tDX{?dAFI^_8L5nCQrXkOmkbf{hSL5JU={+
zl(Ioy97b}qH2VKruGDkqn?w7N2ajje4U@97p9RC~8(NWS?%TfpUw03`kBfYNLBXG0
z{i@NHE^1<K4k^7kFy!M-e)(m6eZ~s;>L+<}<mlg{(PLr!vy#1W%gvI;v7pt!zRuC%
zqp>Wd$6h-gtBau%G4xV^!p`|TMcd`kE_thOK<-(fs*I1_VENGKeG$=>cEL8e5GoT~
z$iY$ED<5j0Um*BC!wiLs7?PgeT~5xBg~cb2zI}KqSm0U<?4Q(dDn@{TsL@UU^Qf}`
z+Hsj5wu>C!PaZ(RzH8vXocw_03#2s!Ap&%x*e3)C-^#rbTEk}_zOiBM1=7O7<BF`P
zI$7%dGXdpt#C=lk15^<|OvnR~6Y3NM!+{-4iPs%tSiCl7ukb}PX+7bOE8@_O(H1?I
z+OhKu&emcK8m=BGG;`TDa{#)FEMc@vv^PcDa6tCz$2zch@uOk4N&M6#ZSFeNO7y!x
zhyV}~fMHy6cic_HFn+~i>u#Je*&QI2uw)$TDz;ZD7-*geMI%6MJ-RU{T)!}}Idx|-
zc`4fW%MtEVq)2C0q$q^du3VA<#hiVB%=h#A5^&CNNJ+*a$B-UosNr%f&NXv%k>)rw
z@m=7-9ebvJ9nyQqI^2T^(hc4ZW^fnR)O<@%Rlpgl{)XT#Nc;xdqIRStyxmO%8KX2Q
zVshCT5`Z8!CQSh&PL=CIFCRFqY?N=vFv~c6T6J(>TW0lKhG2~1Za;`Kc$au5fj8;0
zs+xqbi24mxlWcYU?5xiSkiB<Xc|~-4mx$x4EJz?#5EdPVihCq_v)AEf$IVq8J%(61
zUT$W2p)sUFx9Z5yy~W)tyL&)@=zc_UPBKj>Mqgct#tthA*+AezhDSVy3rX|<c|ELQ
z+v6-16*yd2$iRe@wgFM|DV^o+CBecjn?<`^!ocug4y!k&Ruweu-E*iOBxi<yhG?JE
z{1V)ZCL$@d0+X7g0qq9UA~(*{H_ktD<1_MhL#m*f?|@H6uM`Dx^3z$H==8kVo)h=J
zYm$7o%D|{b`;f9~_lpO$K5pLFmD;yM?**SRC1hnV|MW0hTH1L6z=<^>7655taFMly
z5;}%GGz<nH+kP+^s|5k+z&0yvo>E|<&acz6N8wkMqs49tp(E+yWI|07d4IgN?E1Sb
zH?ht%Cv7*`b-VorI=v}e3{jXcsqvy?a7gbGv3+NjSjR%YhQ7nb8C#evAPsQBdA|I)
z5IP`w&Gw3=774u7Vs_RU?P!zvSmU^VqB8ftrv*Q(*H+)Sv=Kkocvoy)oAOYS-2Upf
zD#Vec@nuLRz*W}*kS_im>K#QBwG32ED6n?$1r!A_GZNx&<&$QwJn0hF0jRxSxf}$5
z1I4mYNX*V2N|+;Vfi$f+`)Lk&bzr&Nh}RpFKU4bP6lz#Pun|F*6j9oE8Vr9hz!40u
zDRY|s#~2CB%z35+nsvCr_cWV&@3U;0(H3&xZ_{PHAPu2czTP?^iO<SI)is<C2~Kfj
z{j*Vk=wUgf104EH%;Zap2PHK>sFquZp-S4*zi_~46GF66<{-9k1z}zBXhJ0V+A(5|
zfXqVUVITlCQ)`SH9YS*sO6W0Oc=i8qpb`zg`SmHj`CS34%fti2CAf~`z|3T5`I-ct
zQap?{TpWg`CR1d6=Kh1&;?9S3%p6d=T|I*8QyxabqR5}|-~<8G9S<CJI}wUb2!y$x
z<^bIB^Fi5ub~`EvRs6;qZsP`p&pyt-_Qp(hr0>i=PpR)yd6RlEJSRC7F#GZ~@UU)8
zB|<HzB3>|X)=S!Ur(;i&HA787UxIkw{g9U@^p)r9GT%NHy!<p$tT3`u|59`}BLmki
zM_PQ@4eR;m*490IIJg>%C7_apkie#8zA=iirkP*Av~_Cl?eNiq+FBJZ(=gT~0O_62
zMeuO(ZZd#ypR#8^b$T!VS6adAOIrQ4md9;Gl(%}b?{ALV_vx<_z}@g#vStr*_=dRc
znz^MCm7T3hH+F0QtIzhvOA*-3c==e}$svY*DW$_42#|m<3qu_o+*OT{*}_oJLP`{&
zzcVbb`1J@GjP{_bc}-X2Nmt=101WEjU(%{zofBl(^m5;|P&kN$X@zzmJ^s5lHZ*%{
zRrDHEmM0=^Jp%@KR=tj^zcHQj3T=Z5ZQ}~F<H^8#{ogi;3R(MuM4yBPN^HPDl9^06
zRofuXQ0HvxLYvHRo6N=qX07eFaTr`n9HZ`m2d=_w@-7}Mt0hVR=aEBx+7@+#u~6~F
zN3WeBVY?Q(ocia$8&b>e3<(G<6Cr8pAb^&jl`FH$p2J7dbXs-Uhfv}yIPfodE{Yf`
zjX2`(<Zaz#h%$|#i^Lg$(!dewFal2OEtD@v2z_v5_=^LbLy@@#ARrtZfrbn+F$`Q1
zz}w}Uy|{$u2bKd2{ZJN8V(?MyJPBNajmn8Bp{J37+85dv{2)>h+jVY}X(~}VUW9g_
z{LWA?sTmJOzyxRj7^j(qwq@hgCrP_zI|We?-^xA_?t#-9MiTiY{nFK*Kh|#>yM=|u
z^w`mff4M1&MfOJ-AV~at7aSePZ=9J;{@qchT%Uh3a5V_NA?~%-onw(g_r&8ej99ZQ
zu4pt1`34q~Yh}x197AuWsH}aMe8OhIa835Mn7qC)NmFDmI7Q7y?kpInt6tUN=TN;x
z01KmGA_C9djME7BGa4TaDwlkJU=Lloll0m*Aa@Dg@!b5zMkxAiX2oFHuDZKe*2=}j
zq0Jf`bW9EAsakQ=s)cCz8DshE?<!misnYCKK2d%ohde+x>I7@X2g0Htn+Ee<7Fx{y
zqmW*ow?moN6TuiWBLjE~<BdREdh_1l_jYYH1JcJ(vJq*K7ot;!1g|bUUO?;hx+L?$
zo9HxzQZDVV^DIM6E=2zw#I~u<Z?7%=Vq*Mv2E?$z2;iEJ{|xZi$zTtusqO{J6(S4M
z`A=g|wP`jpBvX6Cp~qV0T2t<gAS4;VzmU&*<qYwLBGV6+YJVIah7R7%(~)9d1j<-L
zD9E|I4?%cMu}>(mz?RpO*51||5qrb*Qzbl&<|0n-U*m4>Vj1f-c}_zVTM4$D^;4n@
zQ%_iHMx>u)X%0Vb!al4IT5vuWpExux+-`U<1U3J(eqNBhFQA?i?yo_A61cWa=pQ})
z_|@>E1K<tlMwi~k23F>Vv-8J()8d#3llTF(+2E|eUVYhYF{YN7M#!!>Zd##lTs>~G
zU-Q2?bQG1j$b4A$tm9dbj9kd_(`ympgI6kF5~~JA*Y~Z6uX_Gw46U*K;X}>^E#5cO
zy;{PRJ?|PcHGfw4dH3P7nZAUSXD{w00&5$EKi+aXc@;$OfvL}{zwQnuujX9uQ8md#
zH|OUPjh-{&BjrRgq_W&w9?hG)+I4&J=i=YAp6DR<n`J=X*U}orxm~2UkCDoZwNF*^
zjw^a@^mKVQJEx%my|WWIim8ubDuT{?dtXdW9eYh=p}iL_s?Yb_vwVVH>=RZWO&AXB
zBIT=^n?1K3=LR??cyj*C``-7u@VqB+R8+ra_wcm6w*<_V{8#Myp4Hb{pHuEtZaVSn
zd=DOJl#~SBH#x4VIU}5IOZhpw*o==gek%<!H$MDEJo<dRzMrM?=go=JOrExcqvJrq
z)q9Qw1LBH(cidA_<T*GL*jeY5j6Bp^%5RjFtF+YqL*0I1XKvNA7!mp_ohhr<Z)N4X
z;1@Su<*AqWj)5Nz_pU~6$1=@}iZ=x1R-K`qGv4<uD&28vw}UZ%apO~+dr5TN?(ur@
zMf0BJmI`|H%u#J;`qv-DY%6zv^M#|ryj8IHwuSYCLd&-ofz|+~t6zNnu$?7)t4rih
zyrBzF<14NZ54!bW0$I|0nES8mqNG0H;l%!<Kl7y}yT!!~UY{4O9gf>GetJj}MiUa&
zt+H|v)~{cw?Yp9<=jk{)LNnq)T4Rsq>t9}SU#f0*T&Fuu+?zKpf4bU5<JFw0X4gB(
z>=5Dj<Z9>D2ymodLxA#>^5ZnKG)_*QEv_~K#bRhhUPW<I@yF=8@Z#{gVrAMc+AjZT
zf7yFfLWq#ze1Cf9T3Csshw)_?GYEMCpM-BlUhR6kBOmyK<(8l>B7a*ZW$-)w=u+<}
z`Jvo0`Ah+gK?f(`=48W=0m-bKzC&p(_5xd29A&lQr-@jpHx~<JX9v?s3LlA8IEiT1
za~I<CPx1&;1|}mAFxi`$-4M($&f$eGzr3Hkx4c4?LJtskiNS$YM5^Eh3Rm%(w0>a`
zh1vQ~^S?SgEpmTmx3y)<f?H+h;ro#EElo)!fYg7@rP;jEXXdZooil5thmXBhi39c1
zdloMe{rS|I&WWq-ie-G{gRR3vDL5IwGXM2leQ3{HeRI!uY>HG~dF*LAVIpti%}hS{
z)U?dC0{saIvL$MtAD<<pW@VKb?~R83%iGIw^Z9(R^rf^0K5b$BQ(n!zo>W`9<o2ha
zRP33BRF<oT&o|Q8;<N+!D^s$ix>;aB)y7LZ65%4iV0ZTQljXm<Vx~KUmm`JdHs3PU
zfa*PCuOG5s3WO3(JD3t7ETRzTUry6hh+ZU2bq3|)f{sEQI3x^*W3E$lOeQPXFxdA~
z3&JUoX|-G*aja~5csNR7<D=PTy4e<|1y#`S4cUn`RuC6I@Lp1%VINB?kx_5BK>z7P
z1OZAbT=O8bIaz<`&fSUog)Y|+Fe4P_6c0rZFh;!w6cWUC3rJXYX;yZrdL^oyioOep
zn-H<CqGP!RG==CpKaFvF^iW5DipNNk76nNP4<>~)!g8-cu*1)Yp?s-G>0<zJeN3p<
z|8=ME9?)bR>d*8>6)(ULm+4^*6^G#+8ARyJlc<0t6;cm@(nJKqqXNr?k6L?shc3$<
zgrRKJA4_W)RXH27aV9b0;G!eq0R5@bmj%;8ELqZaHq>8bcqzgttcT#FNs4)&9fgLy
z+gkj1y#QewhUM-;GCU<}(;foD93`kt5ivTd_yRV?r$h+mHlh=Sd}}Qe;A<|nUcu^s
zMT2Ph|C=AP<A5`sXNj6dCpZ{|`^kJ$gCUf;Eis%QR@Bbf3X3vUvH)FLi{@mzqO2nC
zukYJG**)ng6XSVQdq~$=tJFE^OGpcwG>(=Ld~YA|MQ1%<cby@+hmSiWOJaztw3~}9
zM_rgd!1DfUx8LQnD|vN2Ty;I0b+?}{v%K#T7K)2b<l*H|y~C_7a6>>uSX@lj=~kMJ
zbGhj!GU6%5gTW`nr=1pk$>@^@XZJw2(_7IH6bCIUOqOdIF275Gbb5X`NPmfd{U@sf
z3|wH|`7BCQ2*YL9+b$>GS5CR8^1yvz8p{B+5A4zQXm1u_5oGE^XrYEBW!?&$XilIZ
zLP={+g9^Jegl}pHN6dH8YOucPnCJ*@hf)d<ZJ%Ee3ahro0%Io3jT+x7)YU39J|aIj
zrRMqeVNB#M4F2mI#RPL+wu2x)8j_g~Q&GSAl6@J@{^Y7Scgl(5>!T&R+w_sbz?jxa
z^sX}s;y<y0ktudG<FH6zZ=_!!04#onLn@vW**||Yd$beg9wCCJC)vs4BTp3K(7{yp
zq5d?qrl_Kaw*4P{QN_Wc{6`q7ojj-3FSiau4DYhvivT`H?TZCDa4X>hs7UI7T2tUS
z*La8~ButjGQd*K~mvf;6AL-&Uf<AOCBgJl`c#GWaxmuwasU|Zt?R?I50SKHX_xKB-
zv@kLW`c?#Dw?gef#rFx(@l_i8@7`U03w)OJI(0YbIl|d#-T({iy)w~njbI1LFfu?`
z&-ra%V+g`QK$0;793e!z^Pj<R?w^72dRhnVHw6^)S2>cua!8ZxMtazeV^aI4mH$>g
zH1Xm{9Q^n$C5??w;IGH=&+67+MdA9tU~UD8;LAkB0d$)CQyo2`1API#t{4Pgp;lZc
zJCZch$PWjp?hZiF-##uGelRCSXAt#{pm_K-l1+@V_f(5ih|y}!CK~ot#$Oqp&tVsU
zwP3*8Vf7AxQjWAYN)QN$nr#F2<|kQmqvkE65#tA-ell+m>g!p&hTbS+gl$7<cT!H~
z_;H%UZBap-+)ihD8Yy8w1Tu=KPHd;JesH)~PiGyVIUMrjE|Z!OnPw<}6;_-4K=Sa?
zyh+W?ABvmV<g<#KtZNH?wpM`sLwr$t5iEUq(kvQva0s`0Nf#mrLw`QgY;^G#N*^JY
zIO(jr074{D0TO>9gkvhU#X`{ei}>p=rS_3_Z3dMetR8JP>_qIn7ADyxVv#GZ$3wK_
z@@t|l+6Tk0__<uPBEB))vtho0-;SzsOe((n={|?v)uF^YX>7%KHF5v@9{9;%95dc}
zd0B3f=c$@hAaaQq8X|_EKr$Q|aIU<^t-arfDDWX7ZfYvEQ^`a<mUhk3`pz5jeTQ0^
zY-_g+2+A@Kp-)q+@y!gL0-YalV3tu$Vc{qWWUf2&g8Ih?Z`rPG<xyz|!%;e%o+QeA
z^+<Re;&DDFqDzuixO5+=!^O8+{hHPOrNwpEkeA)+tIr{nkG4kq2H%@QXiylV63B=^
za|qD?_%|fYO*HNZtap{1D+E`f0`AOD8e!=2*Nl}f8N-Q~OlS${BXv+NC>{8Q&rl{9
z(?@(R`$$a{Lk$T_{HUIN3mbU|ZS6oR(OM|eO@n2T2f=|bEgCM)c8DF|v7!WPbA}wz
zYuHXl8lBjiO@%)esNn?S{Y1#vZU7ZNI0$`*M$m+X((}XgDfw67z{7GmMQ;Ge*KD_0
zgnu~DE&+2(T)V>_Lfe0a4TH`SD2`g&p|ACvoAO!UzGPjjkrsfjVDETYuLFDLq^lo+
zOXq)Vum(UfnV8!Zo;khCe!_jrN!P@I#R6T31SJxnXFiR*0IoBPj)B!K7#)?($=r?y
ze*dV)Sf7MAu|ZvF#etXLZ##-TdvZ=Y0drTo^uuFa=PrE=`j*KdbmWqWz>;ue50de{
z;idO1WEh*Gps-zvz;ix)Bp?a@7zb<(B^^%I_#J+Fk@#O}1s!#?;iGkBSYiZU-qm_}
zm%1y}FY%fekNMUI6X*92?URh3q(5>3k@ydT4b;|w9a~=JKFQ`6ayWl$e-+I_M%ja7
ze$a#hi#r5=x4?&Fu6!q$1Y?sG?A=$+87vKxyO&_q&4N&0I2nOs8MEV`<Q#)VSyy(w
z`$y3;dkFr`<nDfEL!v~rwIDC+<mn5qCuuMwdDx=u<GkLg-8y`1cObO_m%f&mm^<It
z5kLU{x#$0)uo<3IV28d&Ha&ti*(i1)Z+(QVruA@rkov)WhKS*vA3#cr8Vo=%2||3B
zaF|aU*hA?+hvT{6EE#5{bILyUTC)cHTcaaos}e@fY!c$aj|Sr5xq?t~-Z|plKMghv
z)E`)Z+^LRpS!y*!D6VpBdxws1gWaVW=A5oHPs!WI`mM0Xiax2-UAcK2b^3I1AtR#n
z2ED}#=8Ea-FRNdz+}ZBl|0dW{onUFlONf89GI1lR&pc)7retNJ^&0HBx{}B<QR_a(
zV(Ksa{p_|m+uNG!PrA3F`u`Yfn|40=9>ZI6$H1IR?qp^oZq-;j<z@kz>pjVFseE<w
zb2G2ptI@b{zq_VztCox3&7Za-4Qs4xUzQc_nZFTC7o4vOy}!}XKW#WCTIUonKTa&K
z1G*|dRUg@36qqD`fm*3qdVF#+G@q{t$>KToag&^{yl|S&_A2OnD3YLHt+rtNYB%WO
z^jZ9=l-rHw`ai__Q{fLg?kW}-b>i4)v`I3$Zthg>Y+>q9+jPS4XFyQhn{zn8d;55k
zCdUt{OW=>E=V!O@dDSc>kvSF(XwAneXg4=<Mc(N>tG=)4Ya9>bhs3sX9*wIP7rn7G
zz9{;1*$>jaxK({_S~@S*^78LX<<;Mgy{j+3wf>7VEmJQo^1W|P_*Syz_fVlc()7=t
zvaco94<9wxzg(T_q)#-+X%0AXdiMPJU1PgZ4D~62pja+0?j$bm`iWJZx7&R($MmOS
z*=u*}fox)lI?clX`mcXECe~8N*{*z(QkgY-nO}^*#X=h%$zA>uZ9Fg^QZfg=?z3jK
zJY`~3*HXKNGPi2Y<Ix3xPNMvWD=)6A&IfLcegFJy+Q524C17>0pf}RgCFjwfmTzu>
z58LnmIry~HWs?7cWbW8r>2hjVI`11;y?2;gucv0Z%~zq;=zp=8JbiBJyq9dcP-i*y
zX7llS=ht11UJEJf=S_j%ckk$)S8olLOz%x^tG`m*8*8UGM*pl>bTe6Q%DDH}B7J|s
zwce-l(Cv+t>Ai>Be~!A2pM5ptYj}``cIu1Z6-#;Zca_*#`DG|w$&E@h3gj1PW?Qt5
zfIbU&rs|?9Mla?<@4|DJheyo9!iBEuk%vxN8YW>ld9#g)k{Ku(<VugyH(^+Zr_oa#
zP<KZLUC^GK=aWTpY%kG;0Pf1-?{54!N5;TwAAznkrZ)!P#6<o%>If3eU*axC|LxbG
zK@Xri6{qvobwB=+G?~kb`008%!fXm^KB&2n1P)ZGd=GklaepxEZpXIUNX~wCUXRmC
zY7^0KZjF)quur3iJP9J+(V#qM&7tx!it_nOqU1}H|E(vgVK7~JROj^|lv^Fv(@RNR
z&d9|FB2!nJ83n65Ic+*QZ#wsQJIZ=6`pd>CysA>70yHSzwI~u|)RyNt<#rO+=4Lt%
z*W}~0r6I)Rgq+L``;OtN&71^_X5Yb@(}m=fT_vB!{I%ZA!tGR53%A)#r+`VXzngPk
zhW1*54sns|&>-K}<bn4AW$+WVmbt_Hue-*2+wC>uk-WT##sQT0yoPf}pCPd-D{t?R
zkX#gr0-yJJ`Jo6tau8lW{2Jp;j7ofjg?^8h%Gk~xH&y@E^zzG6;4?z81xKPnj{1G{
zlI?ENyO<wsVpqdcW1*I6<>cAsxi7C@sMa_-Ow}vUEPS7AaP6s~IUYyLT&NnsKI;t(
z_NTr3AT2EHY<9~iz05Eq(jqR_M2R2vTJy#@i9K*>Vk|2de49cyml#q;$&9Idz<@=j
zO>bvRZ+#3wmur#36J*wb6ID|OP*7WGA<R%3xKGTP&_^l}DJrxOewa$cxC-r+pmIP-
zSnQBj-~h~xrED?MCycwmG3>sP`|ASgk3#HFC<nhbszkwv2khkBFgR9@!WB5LF@eGP
zV}JqXa-jqbEB_?_WSN;{Q9sOJk&=oMOyjJ?@Isdc<O&5e%`XacD?kw7pYzq&NpRwy
z)1zqiI@?Bn_v#e~1B(MTB5EbHte~JQyg*7D*nLn?F}u1%%DH*W-wSKf&d<_jwcqEA
zS5oRyQtA}Y(G+El(sYY<6QH78r;bK|=)-bD5m!P?U=;kKeA&;ltq%Z-_SRobnh10u
znt~O!@xA-#5WYl72<0e2wyFs!1$3zf7)ifAz2kjsutuc5am?6%KtrY35}6+w1%N+W
zDVsPhs#Y}5rKJ_^6dS~lbPEc`Y)L5tOixNg7^_CiWf>JEXMLxW$*4(B<D)~Fn8S*g
z!<Pgl-JP`Bw2{LRL6%Q9g>J6q>#Q;)4E99z^u!GGB(29q^>Oj$$lZ{67Wj!3!<m`!
zfeK`Asns?K>P*8=j(Cm;vLz{3<Y^01kG2Qi4^g{pi#hOay>xfcfJv$BT6b3$d_P6m
z7Qy1<fPeuz2l`L|1=&KQ)CJxvJG-b}qnFC{-e5D(2=>ceVvtdhRsA;drv^-=nGd3q
zJ<*5)tav~cxvkrpyW60c^nX7d%E_H6DA>!KD9D@$;#-Fo#-y=vAK{#5Fd{n{W=}&1
z^^E&mJR6OR1ex}+`ed|PpMA6>!Pb-|dwnh+LitDE3qCE>9lD*Em7159!}ZhFNln4#
zN!P%T?HWL&`evZhQUwlx`7X*Tt+yQ?>3slgq!Dy8e;s0kk>O_J#K9x5WW*}Gn;c96
zHa#$Wq*T{#hJuFsASelqqQBXrg@u~Lumejfei*$j$<E&fSPOaeQ?*`$D3BIs>SoDC
z&Hk-_6oTRGUt6I(sg(c0ccBp60d-pBRfX*&sU&B1hT2`tcxObpW*kZbP*q+c2Pf-j
z7*%uze2P$yg6J%dy9cX#EK;w-gSDgBAzLlMM7y#(K-ya<P>6!h^CH(XeX!Xv2NtZe
z?5aCg(HjHEZ`n4@{v$o^YitrE`}3XRg?oHIZJ&(iui*QKbDb19Y+S_TIX}AeGW>Jt
z*5J#%of3e69UyH7naNSx@2Hkqi0#0XheD84$hm5H*@j{+c2wz2yk^ajXxL9b^3(mP
z_MFBo;I~>XVRGGJW7m!icUk~ympj<Y*ObIf&duk|e+SkeAxIbtClZ1f43)e_43?=!
zEC5}xi{Lo2H3{QMPt}iA6<5kUID1DA&!34s2nAvAZw2DWS4fN0$;?eROqN(a(Jbx5
ziDGzg{DvAkP{rI9Xrf<1ODTksI&;?9{T(wEPRG!W&noO`_)fcD(KoxS=2~WP#y6BX
zH->J-M`CyG@lWxz|4<Bj_MLIalI`Q6)q^fY8SRu`g;L31(ANyDU>Ry6!ge<w?0hKi
zp2ZCti=G~z@-A(Mx~nMls9!qnHsJF#$o3qxK9rolRH_jj8u)%T@crDyyEz%GE+@Y&
z#-sfj!T9yy;*I=ZNX-w%s*VY&1L%13gCLB1FS~W2G!ocQxY;j_#|8qH6FgWFZA+xi
z4ErbA=JAO$I2Pv(ViXl1=B~gQ?96p&BDl09I6pzO7W(fcM(V)$ARL+-=DzpEn@+CH
z|9dn~8&&-?Pxj`xwSC<8rhBf9_g)0{yS^FNC5rD5C3dO5U7-Sik?WOEyQXq4x`Of}
z`hY;OCH`INSSwMn7KqmhU=Si>U8EkYfe)ZCO<+IdNlQFnBDG$<{|$?y13p(Cmnyt9
z*TWx2p*?8HSU|{my-nKZi4`YPkdEf0!);ceHLcJmcoB1(FEd19A%;x^ptg*(u5AJK
zUK(x2AjE&-JS-AWZEyodq}Jb$%28%B^lY4WrupfzBdyoKJr76D27j|NEWs^j7ySSm
zhi3LAwYU%%bCmBxa_2q)?%xMDBhUnc-$L<)`-|@j8Cud}-qF)J@O_wUw>2btgO0#}
z?}jF<8~Mb9pgVbhJ76wXiqMU}v`>SSKH?W<I%v<I#2Y4myuvfo&J3XpL)Zgv`t_Em
zN99McX1Po(0-r<xLf}8lVlVWc;J`Wv)66iv&Po>vpOlrn9gpUGry%7pN$lStaJ8>7
z_M~TMcn{+Gr=E+paLUSEy@*|Dm3zlYhUKW;OOlVrgFC<ERlL{YqGHZVV`o!TzhU>(
z@@O_}Ot)wAu8CaBZFtRf!S(Zg;|#ejSGcU3ssCPc)g`}7bX1nvWtlwrCtBvVdz$+d
z;JKTr$_b*CT#uZS%w1(`yQK?^q$*IV&8WM;aj=0#++dJ1U;363_W+tED>fXZh7FY&
zheT^K)9yFE?YFwF95XNS=&!n`)VNGJr5(eqeRI>AwI)ah8Bn9}!>*Gwp9dM)Lv=I{
zgz4FSQkYVcUfds{zb?7tvj`?}(>2`R&7a__6%R?eJV_f!l><pJL--GHixI$&0{92H
z|9|b%5{=Fkj2W0-Cfr%SAkWqg37S;@;NZ(`w3$6!NV^|_I<fv?8p@Y^@T-70x_xT2
z5b%9kW2$sah@wekHF<Oo{p5{Qxn|RhR-N|hipGN3g>*zJY6b3ux+?y=9GYo86Nm#I
zo`2SltODK!KE8ug4nJ&gE2zo7MSYV4Rf4_WEl*GL82{u^ALYQU>_Fg)Ivw>bZv>_#
z#kw1#aoqW=H4zMP?ya)#D}SOKB_j|k@u%=ZIcuMNt5!K$9QV+q0L5;ROEa1Fl7jyr
zZE{%)_bcishm+OL7FnQDQBYsu=zkRY?<my20(@%U>;3s|m0+ynVt9HUSU&V`Z-~zp
zt@|i+{u{j30BQR@o6K#6-r#+-1^#w};qeRZAL9anS+B<Y8`2mPj_w)6#1F<W4#vD1
zJgOc%`coRCuy@I&>D{=$$ag#Q-S<^7js=FleVTh%TRtRH7JsDzmoaf2y}=KkCbi$_
zTyc%&skqAZ{eIm{C2~%NIQl|R*d4CyH`9G>=BB~CO5pFpo!Qg&t}@;mZm$OMf0n<v
zWvaORT3YSguF33^DpmEY`TFC`Z*(AMS{2>kwT|AKJI?|CC9f}DkoQL}$bT1`7WQ6~
zhv&|g*wb0B&y;1AAp=gflG^0L8=$-M-nPeES=*0X&Fj2J)7exNOC=`jc72T(t4&1G
z%TgBHY7f6Povsg_+0?6|cen6*rm9`2Ye9RIgyD-s)t_ixe}AkRF=TaDwPmjP+`@E7
zYBvix=S*G{b_sN9`>`8YSOd?P4sv!qFD8vcUnwq($v2g_`g-nmRf<jIq)ezumIXbq
zCX_cW1rh$7r<Tn(c(3kt_W4L!*1sX$AF7L;TbDdI$!zgGZ!1vcXw~|#&=R<+N%#|K
zTB_ds_^|5JmfzKWXtGr4L$#I%B>YZYz%N7ZWL{TgBM*lKQu<uLb)UV`$;zM33#91_
zzlr0c?X&fX-8s_+7sEe;>dC5Sk9H<aD+J5zpINW&Q9lfzb2(%CvnN&DC)Jc>3J{vF
z-R%ZSiM_k$rEYU3&3+RF_f#bhT<6|+{%St5@-y{Wx0wmZwYRZbC4DL(E^#Xf#6ahi
zyc-Glk2P`}4N}%kK5UkHyYG9q4Zm(>+j&&4F^|EL!%%8Xv`2Yoi>vA9sU>?>-x|f%
z?z2rsH*ko#+0>4Ek?yQd-QE2nHLLQfl+f`pV)@H<Votp$@g&~l+4fMTyBa!=uvC!J
zxBA_*tj6?__xSj{o2&2e%j4StJdLoj1{Ld9RqF09{C-FM{T~35L2bUhw(Ii6x}%5A
z<?Suqv1RYN)ti?tMkB`TF(YyZCuc^5%LDyFJ>C6WojqKf++Cd9oE?!tP7baPc20KI
z4wmNDCaB5Kg&@KJ?HIb~%aG}6qbma}1c4CRS{gD<4LZes-~jygHLyRhhmZSz@=?E!
zKkE0%M;L3+c`^MU3g8X|NCVyz+6?LU30Va``B?Mgk2HAL<UXyzReT%16zAgq*#r88
zP@4Yu!H^gLJePNcZ9u;+3Qw?qe{JbQRgJ}MB-8pdH6T%B^qTY+0RWo)r<<##Uq3Cp
zJ|BHFP<X9Aq8Cbht=PtbeVS|!=zP!s7@)@^@DHj-f;|h*v|m5G+8Szk>$$USRKx|N
z8q{yX_8_nsoY0`<K<t(s7_4iXz0}MT!YX=I?G<8;1x_FZ#X+GrWq{T|lw2@{1Cb9}
z+L|CAWV%|~x-xA&ZM3-P=<8sKF&(HlM71;rqPJzhfPVOWb|CNw16?pZx`>&fp|!c0
zi@j}-uXlV*<fvhpvp<`%>g%QZc5FFyxUA~(`IZ~icRN}h-RXGo=>ChxPo6(|{_N4K
zrw@NX9^Zfc;O@)2=(*^4+}`@2_167cE%$ESy5H9RsG}49hv(frFMDpk?nZiEcXb1V
zcty<@odiF0b|7y$+u`SV({bx{+s#+E8eiPJ@vNcx@%5|ssxJ0iIn#deM9cXjO{Wjm
z9V@9mRCulAz~!R+3kCbn=j}bSch|{X+mG$oa(L^;vQ6uY*R3sBy>kEZWjhuv*f8Vs
z6}jW)4;wlyIdN=M<WO{BczY?_Tq9ka!<_JohaE%&z7`f<Xfj2Osi_%co~q#77Gsk^
z#$<#*DTbq=v4fGRy^)!nfvL5=iIpDF4!r-uT*nZ>*pg@mSRjaeu$Gb!+6I=|`UvA6
z2!62U<_EwJ8ZvVYZF5a+oG5Iiqi>@}yaA{KimrjZ4uc;A{sCi-K<L_%a)FP*MIdmE
zq5=c{2k;L@kU6+Q!hi=)r{@4~!1E&b!QIT<9fhqF3l9qxevv>3vBK2^-~=cL?8niN
zOcZ!LsJF1wWi1$-f6&sg2K=Cj$SfHJfg%hjARvoy#JN0hnHs}2Vd04%%`B~bt*rgf
za{&behaar)lbW?3um^KX{G{e<ZUF=WECh5A0s>)U7iw!CX6q1c>kz>L5Q10;0fcZO
z7lgBm!o@Yt)h&LITLKUWG=X}c2*WcOMHukDdizjF0P9V(0}nSpK>pzAJsA9hmy&<*
zgRvn1h{90#9B=}Nt7jsB2N!4`Ab)U=M{p5P1b#Mw9Rk1u%n!bS@H}La1p){JP7DG0
z;G6F0LrZTzpb?~iK*;<MnB^NF21G<oU@))17!?vWDwriGY!oGYba3RD(5SKDG2<d*
z$4AR^W8~vwW5>nDj+IA`mPd_LM2(1x%t?sMNrnX?X84fU;hFN`!{UYyPZ%*Wam47P
z;bW7Bk4woOmy$IuC39Tzka5X_$0enWOG+6F7er#hn1uL|irDO!$jpe)!65-D0lrZ5
zD*ywzx<ooT;iRTuLLe-B%uKyZj6IAE-3;|z^>v+fwH>v!9Auh27(408ob_~^^>wgx
z($jXLC8!2O+X2y)*@Je_*0R;svXN;D!9^XJt*$m2TpS3QK)Hs%KMZ0O7;gH8g8#wL
z*vr_2`5#CD;S2u3%*-D#Hw#e3G{D@1VrJ}bX5?>*7zUUc2AUZLnHvRL7>8I&VqqMN
zA`ElGATxt7E2C&TQ-za7yo*Jmt5vd_4K-i*IAsM48XoL1I^27Fv>)*g@#wz@{~|SV
zR$BDz^cYYObBDyv8zM*M^FaOpG-5CkGcS!LHF_SBLQ7@&g~&g|lK%nx!w|+l3`GS-
z!q+)TD@LSzH;VBOW2ygw@eji`PDKAj&X&mpKWv+Z{)>_5zt}Z>%<dUu_s$%jH+#Z?
zxswX#PcB|CMVZM(XvCN|sc1f>WZ~qp#ZwP0`RvHj>Bm_4#ffDzx&Ptx^4X#Sf{_pN
zl>7r3As~Oa_?=LGac%A5igjOBt^cZe!_u0K%W5_)t0nkh`E_zWFzv%;Vj-Y?sM)Zj
zdi|1WY`ku9)%U7k4RjEadJD)C)FP4(%&XAb|G@Z%<-F43JxdXL5C_mTfOfdGV<jmd
z82NxY4AzM8ZOhK@T6eE%+q<S?|M#7F>$>vStCF`4YdW!h|M#fI0RMn3u?O4`@`r{^
z%WrI4R<~g()po33QoC+R&G%ncuU%ZVc2Oljk<|+?uUUNJoB0KczSuHz$~P0o&dtfp
zO;n@@1w^_yd0Uv<>FAmc)YR`cK=x68O(-Bf)_?^<vmf<eKmnnF|7J+|2X=b6h6YNh
z`co;Dn1THVlB|h>v*Xzb@;FDH!Y}fh;99ady)U#+<;I*S_|PTJRaXmUby?o2Yv9s`
zf8z2l@()V*fuCQG77`9N{4SipwqzTtfCOnd#lL6V*V`l%3Vbqfz`r2<fogv;pwFO6
z;CD{pf5#2`+?!-2o(TCLs2~P^ApfrLA`Je&=>7vVe>W&GRKpwaKj?Qw_#5GWDZQ6C
zp6MO@cwqmJ22urv)c??*DlqsFO9v_oxgc191z`_j_!`MlxS_a*J_a%<AP9c=Q?D?C
zQnUts(szW~i;p!2^bz)a{~rHC|Nb9SME-&3g}2EEwnn-Q#&pAv)T7$Z05~OjN3~nQ
z|ImAbw{P+{tx?J!pn%~12jB;!fDqFQS5P`1#0|K>LG32uZ9i<l_we^)4@`fNr}+;5
zgI07NC5kQiIC{U9GMdr*e<v~fH7UeDu<CR611}Xu<LMIuA&c3gE8lGxzuPo<k7e2(
zyNo@~S$o}v5&z&je3yUD_Q0I2Avs&Zhi{G?zA<|E`q-Scik#K)Ija(~zfBzWO;Xmf
zq|7CW=?fE5=O_}U$H*r~M2-&)9T|jPKferEAUwQN@TJDdGr`d-!O1JZ**nq2CwY)>
zikn}myML;?UkV`*fFeLgxZz}c%vp!q;H-Z;CI5ggYgWWR;7kE?`ljq@X69iA1cLJq
z_@;^Pn?ydqI!J*z5UK|jFb@oSFmN$4<Z(4JLIBv~3pFAj5H!G7Y$z5@U5!i!8JQt&
z6myE9xjSMY#KXWG@kI0~UIrG3H)3evV`xb+vh+2!@-?wm#>&@}$J*D-8X^nmEc`8P
z11#+Vt?UA=fqtV9(;?W-F~r_6ltS1;2rZ@L1K<b7KQQ<q+{r!y%@<<%h2VVP<bzYR
z3!>s5qE!7C$_fm7DgWRSX2W9b!Vw6fAOsM?IoRAe$lNJV8O}chm^&gwK~N;{1H&8O
zb_nJ=3m7f>N~pC{C~7`z97C<u!&wM%X-(z_5q`iS!Tb-zKM(?erLz2j<PXgM&>Mc}
z)BHdyorsG7{D2A!r2;|@1qAp9XBGbd3Zj?)fhsVZ-3X8v<bhU~B;XCI{tK^UcOJH~
zH~GN3Em-XZ$OliKG<=s=51qw;a~UWC?ZBA_)e^rCi2WD7O8EnoUl9B-68)9oIC%lJ
z7qPjKsJ(#sK`}8}F$wSk@eeBa0Tcwm52F8pum>@aKg3Uo;rxSqQY7Oa1o$C}BM=ja
ze~86Zy!=AKKg0?AgKBRHQyKp-J$djKsY7NB&YY7zbS}t;%wfboWN`jLgdfsoB&AMI
zO!+J!d0Jc&xg(<EClmi5=llc4O8y~fPGai9l=QC#4_%Rwy*g{e`mE7ghK}2jIezz$
z37mf@h@V&p|3mnMlHlA@|M3UC#vU9r`XKQS*`*dkOH9*?jZ%yBlM8hc3T1HxTJl0o
zImZw1*;vfa<dww~0)CK1)0`TcHRE$<2WW~dx`1;LL_tUq2uw%vi97*yP+k;P7HY<_
z;J(zNTu)PDd>W3=!S!0cmw$jDq8BwG%sBtvG<OV5i(_7o62l^1R85!ndL-%>31(30
z9YoJVpMzfV2V5jXLGV8aP6l8JLPYFANlNqqkcd~&#%vGb&BcMhMTo?O>W-8X!Sv6f
zFh{JMJEpfxxsvV|cSJ`BpE&+N;Gx%M#6QsctK97$9`Kw0x#eHM52S~X`di=YkfURX
z4ks~E@Sqo0(C0<z_I-}~yj8E2RIQ?#&KB8^5<0@=s))CeZj7<Go)6xCZLb~Do2z6J
z{&@odf#_X+A-N+7|A7D3DUV^=0FQ?sZ_2|)IObKy1LJ>`*GgWuUQhfT7vDY}q`Q(H
z>XHvbd<+V}!@CC38%oFQ!&$%{m{9>^!Ld*vi$V?viOiQp=4(af^-fg2Run$Ng^zKD
zv0?xGG2^+EYQ_L~IH(zWNK<~8<%p*Ih?e{)TOO9l4{6H}>d4D<<fS@t&<n-dFscD;
zP@)c6vH27^MU$G9kUUz-4`?b1H5Ek^24b;KIUJ2;Y=?(*<%jg-hje2O>O_@kN0i9I
zi?u=vHG>N@1NX`Tw(IzB()Isd-*2UX|4PGvmBxW9&4O23MSO1`v%xifvscPC|MXoU
zS$iXg?~fUorx=|VKW2Zzn0<+3_oj^BH+W)R=H&dWDF<?<6%7BpaOCu&ku!=$PA?qs
zdBO0{4rEWw8#ZNsHYIQPv;$Z_=8KYXvkp$2TQ+UM!I?`A&tG<A;j)8^mLFQQ?BK#>
zWeb*;%v(}4chP~li}H{KU*<1cQM&s3W7~ILDlVxzeWv5uwTF$3uUl{Z+|}{x?e5=h
zcl~<1>mLxRcVlL)<wZ-w!-ksM)mK`}&)hh3<l51q^Tm6Q<!vw9wei5#wR<<M+O_Vx
zotxI?@7#JgfB*R-hp%6}&|Xvhu;u3K?yg_EvA3T8r>FbZu1?|~Iy-*qg!6%=qw}Y>
z_8)GwzHUL<Nchlr^F<x{Eb5<B-*{YE_qgf?x*nd_G`_5DdR5!>y1L<2W&O*mb<Z!?
zJiS=;_<Y5qb5|dnyK?V5Qhw+BrP}}=&R*y`bH4NRxsFpjXFE<&I!~R$N?e5vz(s(L
zxO?F;V2Ow2pdc!rUa5Fme(lMHOAk(+y?x|(dvR&gzWkb<yRUB9ere;D^P9F_*u3@P
zmTi}|?kL~3^UAgzSGMdZ-@5b4*4<aP?Y*{bU&Z$Ql{@mPcIH>@%BLl8i0%6-w(Y&L
zW%uPxJ1=h7et!MdbL+O8`F`_h%BEB6x18R%{p^+<=eO*nY~6K!`>qQ+_FUYvzkL6J
zYX!wMWrymIp167HO#AtZ-IuQ1DMy7z<$dHzC5VUz6}68l>K<Rc{^&~0!}99;mpT7X
zap%G{Fb}uSUj_EiefDzanTzcw&)qtHy7|b7hJ#1zN)J^RAFM1Yttc$LT2y+ixa?ZV
z!HTj&m4^;jA3b*c#K{|H&oy7Z++JCE`}+0!jSWwlo1eAZeBRRX0)wW;M>W-5moC(w
zICk|=>Dj{kV>`AMtX;M3tHrCn_<T|B*w3=F#-*iX$H~*8BNM|yV}k-B{Ct8zM7X(l
zIXeupwRSK!u{1I;G18|P>KhyA8R_d95D1~AE7R1GX=rN=lxYsYS$_ECiYf;1`(*!*
z2lONO0Y56@cQDLZzlV9CtNQmNRG{A{L_U1-F%RGe75{)So6`puf!TQhlMr{y@BrQ}
z&6k2y0knWhl0XIqR8e5|oCE^B!mq+9QJ7m7LuW|QO*9dj=<lcTRx~lAE`&DFVv+Uh
zr;XrAi39cowTXyOMtJblBEdoy2<~Cf9XJr-WATY7H4(h}LAm750x!rXpJ=g{NO<-7
zeT)~1ze==oz!e$;brEKM;N*jTU;G1mS%`lC<I(HMLhC^`4@!R?dRaso<SkeNgoBVz
zJ{gG6MPLug(CJZ_&H%|EOlt6{4O*jt;E0lD0JsRYo-GFgwm~!yv{*pr0RBN+Q>LS(
zts~Rc)z;C~(bYq=aZx7I($v%(I8bB2fPt)+MO#zTKu_1y*vQh%)Yj6{)zQJv%QGr8
zBqKFt!kE#E=FHi+W=%<6-i4E=8f$90T3R0V^t^oZ@b#0&Z=St)`Sj(p$FCkgeD(0b
z>j(E=-@Etn&Yc%MJ<qzjp0sy70`}0_{t#&c4$=9fqw84*`Y*a)baua_bb)-JbalS!
z>U`7P`KGJmO&9owR=^K0Z#6!@S@*QD=JAb+2esvQ!9QF(+j;q9>&4?O=Z-d=I#hS8
zwE9r-wbG*U;sWSgE*#i*HgC`A{mAZ9`*xoM4zYX3u`QdRgE;W@((Q9+ub%Shm!n6{
z95Q%feB6kLupt3{i9TL(4|f!F;+&2E8*3jcD=+W>0vn(-BrqxfZUk4v#MIfu)X~Ju
z!Pv~s$kfKb#7f^7vD7oNV8H;f>J^wD#K8QZP5uXKCVvnS2rEq;C?Ft$Ko^FMj)5)s
z2R)b{06!Qy=;+&P>)CMxLQmgLh?0l^6d^?4URNKo2uFQGCj(<=BajauHz2PtbAyM$
zg!i<XyPL8AfglP3PnLoKCnDU;&4ECmCIiX{7gGQX*pIOjs1G!8=o12A&kzVZ9erDE
zJzJSjfng00f^}g)3So;!D?A4L8fG#GCko+=AwnSFd9d~a_CP`B2>U$^<bxR|+gT(C
zM4+{8khNWiwH<z7q2E|+?D4~kl7es~1j0e!ALK5s3fDn#gWTfX+!NeA5<NVVJUx@W
zyi&ZqQ+<5W5O07G@H}wZLA6W=`G9!)4)ONQ0Iq=23Lel4?p~>`9!ahqi7tqH0>uL-
zp(LRs6hE8bw-J&*1Y`o1@Z$)CKlXtA4Dn*Y0L8n${zD0Y08>Ha!%(_N$wK@BvI7W#
z7!edQ5@%^4K?v~=ql3c71V@ewjT#>wjo(jlnK^Sp3@8ZHVZ@A$i5?vrH7Yi01Sp7v
z=n+XVBT`~V3|5TDh#NUHVPtmFsNu;YN2ZJ%l`>*<%J4BMIb&0XF%V)XScvf{0t+!Z
zK6#`(K08`IG$JY^G%PJJFv-U^-qS<jHi#$)N0i;#1X@}8S(tg78haWWxEbiW>S;Uc
zYB_3aP;@k$bTpmyv|RLMF8bQe`ZC0c#Zgb@faq%3>uA~OXxeIne9&NF2n1LNL`P-=
z1Oh?{9n@;*I_v1UXzRJ?=(+0X57O0l(=%{4F!V4q@-i~^Ha77wq4*-ECVr+S{-&k@
zW|Tm4F(!fLCPC)LL1sKg!RAIG=Eflw#-Wy!Fp5c-l}R{{rE#>KdAzfAio1Q9r^8?`
z#|$6mp?<E}f$k%MJx7IkkB#unjrIrsFeNT{T0-dONntaRBS1mSBoHEMc3RY&!O_TE
zN(?eDEt+R;Y7`{}Vf;f{%!0Jog%mjy5DQ>|NK+yZsKCgKTbh-yJUi)|;VIvaOj|iR
zef8Lkwc|3^jUT!`Hw*m3rb*dAAhu2!zHQ2g?NdkWm^NzH=c9K|AG`O9ar<ZG=Fgs3
zFn3bXJTMQFi)qQ=hk28Vk@=HK7fdc&H098j(~d0p{MgbN$Cu7HvGfb@52u#RI<<V(
z>91#>`DV^ps=b(Z{@eK%zN1`Rx!}^O1(#PZgva2@n#EVwekn9xY*<=N@Wb+2WHZ4J
zO8$W;2*y7wt=aGu_=hUuAHJ-FGJ>+Ga_u6p5RgI;Fu<ZTKS&UWO;mCrfg(r^q1+f(
z!Tdn{L&FxHuN%N2s6s3I<RTikd~<W#x3{)`*RuUP43K67AjFRET6V6ywR=_T-Zky}
z*S6<<-<iJ->B##Yp*6rB_N^uOVK3wlt8VQid;&B@!)6KpuzqRn`md0hbxW$hUs8pB
zkhP1itzLL>)#9UH&(B}@#ikikmgSC_nKfjrA~x0EH_Xw&6aS=YYnu+x(Ep^r?4y2K
z9}Up@c%W84O|AZz!PM3q00e?@i~`Ic{?pG<2QUxPNcjgsAT%hNECSNN*@pM=52~_z
zrc(ecL6Y`f;a5qPswsX60zq@T|33Hu_a)^YL=-`(ZV;#jWm$l7`dB*oOH~5MpXDFe
z9CYs!`H2b9_#2}{Ae1x9;wkojX&?X<??NC1+~Qp=1`NiKPz`-U6n$+V<sX1R{ENco
z{W$=jTnY$;<eQH8m4|2to_9eGY`yrOb`=Z3zA^}ZBkz7Y`r|7hDlj<zz&QuuparEs
zhcW$`(@Q~Eh>~p(_y^WxA+G#m1NE1;kJm&=NA!LdAbjW}0uDi+4*~)q9SAH0KT7`<
z<rml|n4AGb=DZ`Ee^8?!uqA;9QYeDmoUIYJS8mX2OLnVw+!r2$2v@x8@%&rY_kNnf
zQ&!_2BKK=Va{hrc30M;6AVnaQNQ1aRzD6Vq&Ex;s;7<Q^gwBpXd)LBaR?!#4Kd2!P
zO2{E<zm}Nj{W3|E6vRHw=-$!58i9O}@DDWSf_b!3_QQAqwP0XxvHNuudky3FnkMbF
zOx<gnzSk*p@1U$bp4r4d1PtF1JbYW&h^>($x5SRx95;GX;+TyoW7emQS(iR$?U2!{
zGDdzoWcb(V!@e4vxiBSdc0%HGIjs1R<HJKoh6E1t^ULt`89c~4#mOtt!8_5>JJHD}
z$=Nr>)h~6Bf0}zh8b=`9e3D!}<DJ}M9bBU99K&t!<;ynM$|lg#IskS)Zt6o>B*g+;
zr<b{aK;Y~Ezzj<40px=+yo8Zq53WXrgV3s{it!)_6(I>^2!sof57>zb0{Fqz$jsH)
zY>=_Jn+am!&f;Ng;bCmfV&Q3Q;b~;yWn|9dZDfx4u=pC8`x=}3nppUmS^Aq>1xVs=
zVI>65$jTZGjPy;@#ty#0U^{!z4j~SRW2l1z5@K&3;vmK@#DNm(Xb<y4n3KH(esB=V
zFGT*q#VN{JjNpF&{~*NCISO%bj<lylz_VdX2}6_!M3@yQ2<H$>O0Wg^2d5x&$3Qbm
zfEeN*lu!iMK3F-i3J=F%YlMnCLTsFoP}@F2cSmtjMtB(ESYyNENOS~Cn2jTX@8HBg
z2nd9rg9x{F;GGv(O34Q<d=Qt?+6yW9K=6Y-^<O|a0_sM|KM>v^Dj-M%0osABA@Tu$
zgwr5}i(4Gf2!Vef<^hHiazFC0i^*#I1K&oeeE|00C87=-c%UWDTu8^+4GeMs=kQjP
z@Pkj_P{0p<XtxZ>4gmZB`2&L=Nd6ErE+Te(q`Wu$5F>>j5+=tcOqM51VVSB(oF;~I
z3w`qsQMsW}xnT@}5cmfwzxXst@u}#4fHi{qA4npRfHn=<b3FVHDbthEW~8LgOv{*^
zo;fEY3;e^pOo$-BKV;5H8!{_p@E6HS@*zHHY8+ZK*u!J|!=y0q4~kF26yP7GM#X&|
z8$Tm1X?9}Dg4Fb{h74Vim9sWy)W+fCw&&#T8a82X=EVJjC*&nfI1rax5S?2XmRlS+
zzQlKYndjIt*U@DTBg?FF$}F-<O*2Z22AAlk6ze7xYsVMM;)-PoKJSV7uVQv`G0qDX
zX491OWi)F>lWWlk_y-EMQJ&|kn#iM*d^t_QX$MeeVz7p@7JMR1m=0qrX=6Uqhsn6N
zXBF9$?gzDCi1UxM6E=sdnvWJIrj-M>O$<#9v-6r&{DX7@^;6*AdU$_;f52JQQU!#F
zDDZ)@mO>yIBy0oW2aG@vnE}QmC`pEQkq_ejX#*Aipu`^3&Vna6K|0g=&aw1X;<y*;
z(C0<G7wjKjHYLp`rayei|Ka|_)6;4P!#j>EItJd8w+<oI)Hx>v)R*GH2E#_FHlirg
zR?q+!`IfyW-0AJ0eJZ!-H^HrVgxg9;gSQ_5dvn!Z9O>IfF9Lg~-o7DUqjq!kEyWj5
z7^q)M77^tGqg~Pat2&CL9D<t0LBti*kp|T^>g%QZ5yz^Hg}p^$4Z#n@Kk$f0m-x!4
zTR6mbguniOXvzMN@#oCLB?<WOM8so>zhay#!`s0>A%WmZB7QIm1J$Rf<YnY<CCCSs
z=wca#!4FYI=!sw{(2hb5Xh-HNlcybt>=z@8+$W3NFN?~PMdgd1;S&A<pGzw8K?}@-
z;+U4=ILiqw#YrvsaV_~Vnf!>h{IIU#APYkv<lrChuK?)cJof+XeOj^mwB-A>6#F%K
z<oh%cMV=;HLkUG%3B_9RC0g;NTJdFCaR+5_hqdDl>nM)sBC&^cq7KO-%Cy2tG((Cs
zg9<eR3$z0E%KWy<yua7>{8rz4xuNgZW`W;Yhpuvr{@x>DbHLyok=gs=#}=l4T9!Ti
z=$JVtCoDKUW$~HMzdAc(>6w|!&dmAd+`^R?maMt__4+H{ZLVCst>*ikb?bNE_<ra0
zHQQ@eZm#@h!_}p0FMqZA;+Lx~ELnYN>6-H8>#lvXp=#Bp%5~eSw(NwRplbJ?YkT(m
z|K#0;TU=?LKKxFCl;G~}!QI`7dyu$w(y@*!ardCX-GT)OZowTA;-0il_sH)41MmGj
z=TuQhdb($JcV>TYU-xycQ-`7`swy<p^EvmoJ}$2A?%mqkw`*?Rd~p4G`HdUpw{BL%
z-K|QwSD%yBR#MbcT{+TN_pH77RrjNJy`3L$2Jt{Qz{9)VN3XkDpFe7P(o#2EkD`G4
z?Pd9mg_$)uDdian#VL34lW*lD-poq4k%`3J$WD$c&P=T?%x|fz7-(vI*4g=PaPY^+
zkPjrkj*a~Z<^cmWh6cYI#9)ho&%OO0yZb(LbiZxwc-7qgvZ)Qr`dHr|uc{lXcsN>K
zGg?+XT2VV*)$qKg`BiP}+q$+7wXN@Kn%_NWd{bWcs`TNDlIrKhRpTWOp4@-%`2K^j
zl8WKt@*y-Q6qXJY-0v?$N(Ux#9|s2t?++H04i%RTmsE_F0zy=eKd60CUH_`8?qyZ&
zi}I?c#bu+pMFXjs9dStw*Kb!}yjptZLgA@%`LSp7usw63=-j1}3s*`nU9Y%&v+C-d
zn(J|OHxe3dCN<qkYPy-&cr&5lT3qcFeBzDD^ViDHUb%nv^8GWHOU_&>Cb?L28n<@7
z;LOFs^OuV*UMaqCx#;|*f(w@lE?zFYbfxI}jnZ4UD-sfFQc@Z+Gh6fWI*N;XN=pYS
zDu=78M{8;xKdgIF+wiom>3Mz2%Q`kMYMWm?Y<gbZ@U#l}q4qHzy3#6qg9AmSeR;)Q
z+4=41*)1s<4M`~v<CClJCRW~wFTWjEcI$5Gtve*Q@0P_UR3;@?r={0t=d>0Ub(WU(
zS5=MF)r~hdzi4lN)6wy+yZim4_E$}fk85iNsvmS$l(iQXG-PK!NKP!eaV`DanL9@g
zUEKA}v5o6@uU@%n;r!J>feSs|gB<NWtSueQOsw>EOf*z=loixe6x9GBuvJ!2Rg_nj
zmr;=6$x6XLNbtGhq=1yZTgBmsk#}72KCQ$oyi<zztMQIEdXH(uq{T_3ri9pl*?g?m
zLq1URz{m&AS6`6`kIepxEbh}~eL@SE8zHp`g2jEh#4p2<l)(=C0392_69a)DVd`Gl
z?Nt0Q^`i`dpyx&r-asV4>^TzCLpTIJ%7!z04rkVE&MbTvvj7tK$ecM+h}axyF)=oH
z1jNLo1R)$^ju^ZIYzEl}fe<J1VS+#~-vxVzN$CM!QW6~wY%m6bj;o;7Vm2N|DK_Mb
zN{J)1cbdot3G&ErIbaX6JTA$Ef55E~P(j-j@TMqH4b(Z1EzE;R#3V4^L|hDXfeCXi
z7$qV?A3~`Erk{vp!a|UdC^UGdR8kx=0jdG38}!!bJIv&)PjU7`_$XWr2UjCOhXa?3
zkiHS(AH*d%;@BbnfenYp=klQ*q#z&=;0F#z5;sTQE+pQ9%vwf$iIRexrn;)3zV2Kz
zQ&%U)kbr=dOPB80vL*J&vA7$zigWT?FlMH!|MmFGPp?1x@cz4>KmPdR`|m%$`|kal
z&#zv7diMO|lV=|vKm9N^{(cmB@^17Aw(m!tyc>QD^YC_P^v%G?n}K0r-VTkt9~yo?
zJp2KHe|S9lJ;}%qW5eGM_kY3<?cPVg53hh9+AzbY2L9nmW93+V`Dk6~NX`Ah2gSW*
zg`LHDtpzzvd0F*28MRqy4>1cPJN+T{bF=F5vg@(UNUcgvD7|ql`^>5MgZnRk^YzK~
zYxgZ*x-~2$(%W;9t8<vWZGfePr?C;<>#)(*veeM9P**osS2GidshXOpnyQJK8e*)f
zYN(<L0->X*tfio&DX*v@N1{%)N}42!B(e&cL_x?i!9^`OMQv=Q>DUYEAK)Cc__8!I
zT3`=!Ut0<t3t$EcL_QGwAg9Nd)#XVOZvX<p;0IYbbS!`wkVwlC8bJd8AO|v`FN+>g
zypII@plXIFshTUP34(nAfe?idDlCB@{y`P~LB&`_*+@mnP)W&95&l7u@ed#ngk+E}
zib@Ju9jFW%a^GlhH*g$<75XxA1~RBNB_lA*Rn#m&AkgzbPaq-+g4tp4gR-invZ@uL
zqJ}OAd<ZncPD9H<1Mj@y<Rcv?%orsEg1q<QMrMY>KN#TcBTs!pFGC}5BV!+96JHZk
zKQprcbMrt8i=ep{!Iq4Fune<8tiov`tWfn}HO~q-friKjpamNiEzGr^Z$UE8+%nwM
zBE;A%$k;4U7!z}Hnh6Rs@tz6rgAK(GWL^dc1hEYZ03KLJVMF$<Sna^F2Xe$_p&%d-
ziwS|SUuy3_2m}cs5UU(rR%33jlY6v_M-1vNao&fA&ss7$lqALzbr4>Wo}Q~cJy&{r
zuJrL*>F2#Nz-MKU@5)gBl@Wof76h$Y6ufFl@T#RDE0>3^Tp7A@b=Zo?uoY2Z%cH}V
z#e^-530)F{UWlLttNkNZ`h+g`3R>#nx6s8S!rm#w+6IqWfQ6Z_iLs}lzN@abqo%s8
z8tND1%@t%!WqHOj978EdLn#SEX++XUM$$-@V<g9AVkpNokmc&jaP*`(y3&%`Qj%JH
z2@;;9Cc@{?a5eb|PZI=!&)4De^>|YHJShV%i6KwQh%ap{B?AIsE+;=%Ucr(O2t_Lz
zYehwCB}E%0MO$S>J7pz%6%q#`ACw$voYa(@*(f@zDZ0?Osw*OH8cH6TDxO-ZUfOEj
zI%)xi+Tj+4i)_pm+nF!5w^-&lcZHMHDi`b3t~OEbw$UE8Ydr1NdE2iCf$(+M<PQbm
zv^CIqTafeD!7kfLTz7=HeiP!hGt_-onEUQ9${w&E;=Y@NT-*!%5bnJ%+=oq=51obK
zMK}anAm;fVobPvdA>$uHV^@R||FC-gxyS_<q846^S#)^~seoVz1et=dVcD%sEADKe
z{^9GW#O=|^J7VsAvnF-t+O%Ek(h*pQ-D{DI-Rm;<tjpTFK4;&?-2I#K4s6apxV7-m
zwxYuz5TpX4gb;|GrN?)bpV(bN@WZ!NXZF>cJy3i8VBLj7^%oB}Fu8QNk){dd4@5p3
zZ@qS+?fQwfYsYDr3J4MZARrLH515+KaDG1m0)Yw$W)KEuVPHlEu?=MY1vL+l55zx^
z2^u7VY6x6`xy~a@zJPEb_~CfxjpG<X(REW0n1ma|Lcl-ZYNA1F1nL@kZk+79c?x0t
z10fL9KlI)?-3Qo^aCRW^+(7dA!Q=~r*e0DHNIEx=cy<8C6V47I@n?Y_dTyNre(0k3
zq2mhE|8TU8_y;yEmyR^y;W~e?_RRi@Q~UFd?n&Ic{qnXAhoV+(ogco!%Ol9j(n(jx
zTuDib$5R%QkexM$|J5v1Kwt_6Zw`kq&f`l;aV0<?XulKCBXN(!KM2-OnO`ReQN+3S
zgfs{$AOz-t$OrPfB^ybO7#p_XVS+kHNQ&%F(h<{o1EyIBhDOY^#7{xO|0aQ$@DKP!
znhCWBlt4`L53F`zM_o|)Fo7S)FXZHRa`J2W-wVAObNy*s!Xakz4^vpejMw>hK1lCB
zW!r+^PMP0Ph1=h5oDg2^5AD#~gmNJZ{r_;Lw3IMxK=jsVivlS?5QdI{Ae@-|8=Mxw
zzenLe%&9dF^p|LXRi<>A_M#9SgkQ0lOnE&BFG4;rVf+L6-kCoe#o^~^CI|#0od|~@
ze^;_s_+93KLMetziEJl7$ihcs($3`T(1(%!!<peY7yp{3Jou9?&O*}#`~!JWkuw7R
zM?wh%10kktDO3PyU@^mNF_s@N^$vn9`6x>o1lOcT2xcHu?2EWU@LB)1S77Tegs6kr
znZZB6Gfa{U)BS_U6$pNSUic>n1bYkrFo6)cGn4N2A3aV81cM()$phQ-K=FfsJ@7p6
z&aEJxNqj+go{3yRrVt3~A3z`yIo?S$wEqEb&XYy7Y>sCpLm<!#!SlW+?VBX;pQsd=
zs1}l-6`r6!Kfz>S{M;q+Hp}81mfvw%aoc^>E$`Jg{iALKN8bovb7TJ6>x<T1Te|Mb
z(lr;BMW0(5d3wpp6N{D|S+H<lc=)d1plyCW8@$}3-SGE?{bDQI`KDH32A09PR>68!
z!TMIg2G*fQHetrL;ih)sW>63|p_qkXMErw~o{^`Hz8fm|;2$(K9W*qke^9s9Ks4x9
z-AV%lLd8OrR6v-JX^Cv-gPyz`jl7<MygnI(L3$p*9!wP#%_av&Oc?@!W<@F=j7VLf
zGK~uUax?*cP*yWjQNy2*B+6<Qg3MLM3=XxqN~)GLR!XXfHI0pus*MsF<1i~v9gf>k
z5C;u)COBxXse!4N4%(WI+FFh}+W0k%PzQZP4{;`2$Oj!q8b&@i>FXfGKT!POYRF8!
z5a0)6eGfA5g4RA5>U$XIqfU=i5ZEF4l7BD&Ibi(*0SQK~T1Kv#hAtY0&Kd?zm|me~
z;HawaK=6a!1b(0j0*w$3YKA20jC?R~B<6ue+rWuo4?2b}I!4pus$=8|dLaxZaWH)p
zWF!YYPVN<>BlKOhX#@m<fe;vvg5z#lh~8BBfMN$GwERI7KVW}K?SruVf$<My{spaf
zm>>`gexUM!#SicgxJX7|F#Qiqr32<!2!ftQ5Qqu?AjA)B?E`6eAk;xLggr#yuX`&y
z1nrLVtwe*GN6H~c-y_a?5Wx@jF3U*ygZoNnk5w+h@(1__()_U2({CLD{2&Zzfne}M
z;6@ZI5cv?a#V=?Jw!T4xE5I!X{ewH(|F9PQ55N!3?jR7P0%F2HU`7V@59o_Ph=1^7
zM``%NKLl>}gMSEyf7ps*2OtMfhlm9`=P%q1{ICE;5DRxl%-<Onu_FY{4<TCvf;Rh8
z`QYon0r3gg;OW2K%@_V*tuwa1*x%^kx5e9kn}6UpfgyXtA`UND6uV^Eg%zu=u8h9D
zd`<k)wTX+?CP%<O#N6|ZPVtCNb&gKAi_Wl$$}*44Hd>XfyCO$pS&r)BY~=-63K3ay
zp;<D)SyBO+eE&?IZx)xV&yw{!);|#KaBp%__?{$m`HbC8ArPeG+=u!HI0r%+MDYV%
z_``9AJ@}<_5VFts2V4`&e^~6px}k6lQFQ0;^*>C}5rW$hNCx4;^u!MHg}AJL$OeI6
zDj?{m2*32SuPeA^_J00;{~%flfzP5n4?-$HPl#sLsb|<u_YWWq!q5Hfo!`D?p<xjC
z6Vat}(S5q~j3-FY0wMfFvhzFc47)xqT$TP~JM8*9eR=!?`@(1Q5AV=r@rl>WZ@io)
ze~5Yp-)t$rY$-}0s1pDZV6cJ614}sy0|_7{aAoo-!Z3USf<h4Hxu*AO;&n0^9x%d0
zNCgC6YbN(1d=jb3z%?gslljo(TPAm2_$jy#qAxu1{7z9cY(>K~tAKerf{0Lu84n7-
zizz!3SDx-4D1i_%8{w;E3jbiMFqnVr^zoc>h2Op?ln-c2U_uoHArL|ZfiF${10%r%
z@`20lU@(L*?9WN2PDik1CR5O@Cs-OA_y<1xgGag)Ng7S6v`4Cxdy16%Jt_BOMA|(`
z+C34GVv``{p1^lc<a;FXJ(BsJ_vnvtI?0Iq$fXT7_%2B218IAp?4g9~d!OrD%JnPb
z`jwL%C<xy|KCudUGJd%-e%aE#nNq|*;JZkY^h%WUibps;@m${ojvtLbw(%U_c#dBZ
zH!y`8l+F#x;09)L1G2aQIb8o-u75tl^DE%{6!5+BdG5Jfmu!wxrldoLq+L44E{$)S
zz_+^2vpCB)J0@>=SjG03w(}_y?+Z4;*WDMz2SuhW+LRl$t7OZe2fJcx4_$0Najo_2
ztw)#QI<Ce)x{=s%C#5Sfqc=5YAiHp+pme;X@<n;|>xzeOORHWLm%qp>ev*+ld@r*<
zF|9Z5UU%HRo`lr?r1YVbtkI0z(Y*YT;-ZoA`@@y@2OiuXtSsp-FX}5T=qbtTEXsLQ
zlGjmM&{bK|Q&&0EQv2jl<MZy;SH10TdfQ(2Ag!;uTVHmyJnv{6Z>t|`t{JMU?5)0!
z&WEO=tlGTP2U$s_Y4OFWcMDVQ6r{!#rpFg&B$i|)mu9C{7G&3#6+f!38fa{M+S&28
zzyG@t%()o<%i|}%jy?WmWb~(@;UD@3Klk;2?CJZ^)$^{s>rKm}m-Q`AYZ}HLU`#{J
z(ESGkMdiJDC0*G?omquQR~`&Q#mN2Y@$$MCl?|^e>R*@Fy}n=bvZ(5LLB-R&^6}i#
zvAojJg0hi<vf=#u{kg@xIYm9$h202taFI=s@OTeB-iIp}mJSwIpd{f*Ma|Q4q<Z{*
z<yc|qP)=cQN@m;Lr24D3E6-joI({bmNNmP|V<`uZrye<(e(ZEs?76%%mx|6^ExUO0
z!R0#-ug2A1PiVXz5BX4k<xcH|8xPK0DT}>OeBxZeu`_wcX-=HYKglNV#Oa*aGr6a6
zBj@u@pUsIqof&&7^VF%#GiS0cUdX$8rRdhpvV^#*l;pb1w5Htb*24UblA`YN(*6e(
zgVj|dH4n$2ARab6t!;XaE(j*ruc?RSfan-4tpxDsFDU8BDd^0|X-i3OOt@EjC%)>&
z?eeQP?_a(KcTsTuQtp}a*{9ECojyx)?m`{_#<d%;5DyZPYE#pivvWEMi~GteM<3Qc
zZ)|$g-u|Jz{astzo7R?>tu4=6o1Zl`KB=!8sjliTz5ggLxBgyo>CNkzXHMVQzwhjp
z&HE!)ZJ8gj%HKD_-PPaT*3H7q)<DlxOG95rQ(sq0Uq?evOHD^zMN?T`Sx!n`nj_7_
znSD6LkA^pg%M;`A#dz4^%*GqApb^qs30X-*TvkF{hWLj$g0LJy8Y}h0Kfnxp1^+N}
zW`6}8K{AJ|@?*K5uI#fzrAf1aqy*RlS>h-DL6Y?kV&eQ6{R8QFkl-<yOe2VS5GQNv
zTrmmkOU^-19XdxGnKfH{7TsYk(yatODhTlpU(I6J27lHp_y?)kv!&+{{2;?b9FG7A
zV<DvGh#@c%#6OULK)^r1im?8HeistLZ-Lxl;vYCtWZVN+3Ol$c&JqZsEX3!?2*OYk
zX$djN6Xua&<bxcK%Y<A6f#7gZ3PJn>Di<h$p#Fhvcp%z=MqEscge*@$6R<(20_qw_
zV*?qPLDd90B1k6T2XS0vB6<=WoC8OKLokB`ZUGA)<lQ_myi+$v9BUt_!Uk@j>;YR6
zE@K@eh;<<TL0l5g4hRHpgNY<=jLYQ$J@9#aDU?9)!5>JoHo4td2;Ry>S&5>&jHbGZ
zk%6AAwWX)K>w<{zbulsf_w2oN?m}8pN@YoTXG`a^k!K%Ye){#hKmYZ|zy0;6|M<&~
z|M90!zkYuA^V`=yym;{$_+jMPhvD(}L*wtU9e(;AS08)+2^qzQ#y<=_e%n9tx^L)J
z@8HYcftP(luLp+S4i3E=8hSrG^kHoH)05HfpN#(SWaNj(L*Ebged_Og*WLEIqY?Pw
zX=}~Xmg@25s`2Ir<4u+0O%>w}6=SvK!_}pI6(wDzMeW7;twnjwg}F@yxlP3dtvFJC
zzvDq!*Msuz(&F}_{HBc52X}AhUpjy9<gr`(zrC<^)8SPszK#fs4)j~*=|0cV9t6VO
z*w6vJ7us5LwKOfXG|V-bsGDh$n38CaXs8>hsp+ez=qf8~D=KM%Kqx3`kSJ+FL{Jo=
zrJ$%Kr=Te-uYrI-$jU=RXv-_<$|>r|C_p$6`9OnxCOQmzAm%|qpNW*bKE)4uJQ-cC
zG|Cp>A23})M^;V;Jq$FoAcCO?P!O`ZxIR8tR?$!nXV9pclJjNM5ep?IY8EVnASi-_
z5(vD-geeuY0z%DH6;U-&W&DG(p)&k~l7Rx_9~AXu6@e@CNh<}ukQ^zdm=+vF^g$q`
z<qTvM@LrY~eX9yXV=Yz4s0%vnLfs1csC@u?5Wat<JlQ{}YdetWII8PX0)g{Q==&`?
z1~_X5XV7>W7%~3A+t|d%)YQ-1EWpB?#Sd0<L#-@Btu4c>EyJy?kO+*ywIP{rgJuR&
z&H$n?AGHq%N*f4!u$pIP6=7x>VLCU=#GLpC6JgAQP0fSN=b|t(9BKle3-$o~V2Acg
zOt?V91GEF-4MaYm<iUoNJTOP-LF)xpY!+HslUUm<27$081Y#K>5RM=aXn}x#h;(v|
za(0Vx^&rDN-M!b5lRJEHa>qI-2oKb0dPjSBMR|CwM!dXNd;6^N@m=NTw+eGDLINYh
zgCpk!M=l7CToe+yBs6k)Smes^sMX<7Q4vwm;gM^QuvKe9SH=V{j}BZK>Az^T@4{6+
z;mbV&7P)xLcW{ibvk9}Y3br)&H#7D&(s$F-a?(__Ra3N5k~Np-o62#GWh9MdB#dPR
zk&`qg;TX#ULP#3OO6to<>Pk!KNQrApiEHu2HAy5i`S1^tno=MTTn#=~orI^!<6%))
zhs)RF^7T1<eMz1Hhi}N`gFv7K!dzC~LY^TIP!I}MG}ej=Hi`<iN(y$$iuTHAdm!?`
ziN;w?*+pI1m5G{?D~Y0;nxeb965^$);-jtRr>ha5uN7pd6Jc(+#MWY!v+ZhEyGS?t
zXm^Jg563m0j%&Oe*OEA_^G58~d)px!eC#&*+Hdl+-|X+OCBSiOAj!5sr|m(`--NjC
zByrnC;<_`K*>`9B!@dabeGxwUBYY85K%oDDgf>Fp$iaEUKO9{ge0*u>$>rgvRz{pz
zH4g;hJO~7>fM5y4+9lW4ExEpaDOw=zY+f0+b#?sK$b@ZCNnb}NZ;wgY5tI7OnzWs3
z(~(_kGj^@b+`TSq&${fr8*;wgn7eON-u}(`2euR(+{*X|It7FE4`qyhI86pO)LuB$
zaOp_n<)ckkj?o-#x_q?p@{vZY?_Wmw1Hliizz<9W1cG!ykY0$REmxQdh{H{n4mDmx
zaRmIsf%<d%2!Xh8p!p(lu!TSfN+1NhfwG6A6aGP<Alj}RA^rh0Vv>I#@}c|YNha9u
z1c88mxIWcC;096G(0%=6?~T~L8?o536%g<b=ySMxsyFU*U&5Kb#It=#XZw@S^(P@`
z`x4LeCY<h#KiwC9dLaG`(svv9;dmF?C$7?5IYtP?<)dwvkG5Vq+KTPvV=b4CHeEc@
zaQ;xunf;})`?3%3j^Fe3g)JNQuUfGwEOe>6oBv!32Q4i#MFlM`S6NJ4_N&?O5B#s@
z@MnuliQ%^~o-~EBq$Nxc`fCGSW~Jwwv!zmkg+fXoCVCzO>_O-srtA<4f%37*ArNA+
za1fW6H96$W<tf*hevxvBf02J6YsWZQo(;JtGx>)p9AbuxzuQ01FCml<Y~co31t$1`
zM5HK#c}#E*N!S(zX0dzv)&BmGnPkQPnwntl{~rPj|KyeFSNv!E1Cc6|*4&A2nY3Qd
zjF6bL#4msl7$+zEmnhs}NYbQkhZ$;5CgBG{n3(Gb@Pkl6Oxt1c0|>;#_fBkskT(zl
zA<zqqe_#~^B@oOte{(yjB}Q-y(}c;F9~Q!gMDz%KJSRV-Gklaj>{Ffyylxr)Kz_Uk
zey07;D2N$x#mq8ciU%M-VkYFk{Ol!LLC8Iy>6-tZ2k}?r^zRf${yqEygDCz10`X6{
zi|JUxJ(+_r_<?Li3Lk{*f$ZS@+eE(SMBpEIo(Wt*IGzc@NO~qndL>Z*00M!ai5ClS
zcmqG1<CRO^qbBQRcvBq{itkBzC&~IID*7j=1SM#OCg?}NKO|T#Nw8m@;Jh;4eRZ5q
zbX?$?yP@mu&f9Qj(WX1gHs4;k`PS;qHzGG(joff4a^3mWF=tk;KDli9k;RMm&yUz0
z8ni9YcZ07-jH~M^JIAFKb_)z`!u4#zbge`6tV8v!Lk+CMjBLU|AWUq+Osqpqtl%F4
z1pdKYTgOFP+gVEs1OjHjR$bkO_y-c;2P+L#OLc*NP!jqFc|CbSFgX$Zfn*4yB7+|+
z6qSTAS5!jG6qQVAFk+Ih2PK5a2V-Rtlm{|@nKCVf*jflOm(1Y6UzDndm5Qo04a@_X
zlBYta<f*ATXs9`9sXJ?_F>%tuMG{9Xbw_P=M;#3(L|4;ESIbFH+eu&B$w0@+K$nJ4
z2S<@G_yJdNHqasd!H~qw2>3zNKj<_5!9(aDSoy&C2fEca@E{@m53~Zpz)golAPuND
z&_WS}feYqS5dWa>h^Xm1sOrH#(6B`i1V2#!KnfyI6M?=6O|(6LJs3FaAcjm_bd9FR
zRo94#8ww~$jNJ5$-1Uszv851#Jx(A5!!xj@e|<9$La@d82qX-Fz_|%DjC}C?f`4E?
zO2%H$+6Tep3*ZND48NeTVMhPJ_CGMgFDQ^eFGL{m53mi;4v-I4BC!l*2m~#Hz(+#}
zjR1Zi125PK7lNt>rto1Zet>_N2sng@f3S8~XydrZ#%YPIGbw){{=sd+KhXY%7}EdX
zyOxdLWCamG{R4v^03LuJf|0ExR6+OzZuSn?<mJE7(+_|CuXFdosEf6(UTbh#1k?ZE
z>WTLU*5dsE=m?4*)_YR?!1xCr>K_Px2q5?Y2?*K}$ohw`LnC&C&--Q`Dj<L#u*Eox
zdEbPEZx0FG76c{%ED^BL5BR|kS?}Y&0r$bpcdfI}8YkbiF23vBd^dRbZT9xx>L0ix
zC}dAq#GwTXPcB_{e&x!mtD<kOSQEE&O~RtJNfB$3f?|>x|KJpzZX2Cp8I@%gnQgc#
zTW3X%`m$`5MOljTv*g3GWI{5fg0grx8`qCcVZbUFDaOg*c%);XJgOe}9`~k(ES!<>
z*boIlhrE*_2s&U0L*D5$4dNe!XF8{FuttXXq>}yzfCmOYkS)E4<K)Ur1q2oiXI!M7
z<`AZU2hocHqCl55e`E1F6ZioOptS!%#6RHR#C@3jbp^LPaVP(q`~#MfMOKzYSDD%U
zNvDJ}2tm*kAuNIrU5}o!FTBogd=)|<gdq!~Q$m5tjQ-(w5D2n9jz^EMhsh7=@4Ptu
zk)L>uW_-c?_Z<9tFQG5Jx)}dJJOe`)$n%Tmi~I&M`B4=-mAC?PO(`e{KN^8~5aI{E
zFG~)lJc*N^DTWH9PE4Q>K95Xoh`=yRJl7(3={Ikg-gA)`faq(Cert5aU-;$zn18_C
z#(ic&zlARii4fc@V<&{Q4=j7|NXJhw`Z5!|(nMZ4Gd-LC*y{xTfhkO&(;^rGf#DG(
zzu_MQKM9$ihvb)1xLj622)lG9{DWsY)o4QekV)}F2HztC_(2+RPoqhdc2ALZzbEaU
zEJKnc<DMwvp1?%fJ)Vt6f|N(1lt+>jB@nd02mhk!&s%&iKA3p{{J_*cfI2Ypp@QpI
z$@Qz^`c_Z^QOx%(B>urSSK62H4{7kj_%)m2hd4>^I~<=o9KX99|2R$njsIPGF@Y19
z%neHA2Bwh~2>%QY{-@)c#qp(d1iz4b=5ajoxNdno*Ib@+4$m>0?~pBJpCxUZBx`d^
z-sYl`&1r3?SYyv~HbGZC7RH4{rY+l&zkYA|H^&|xI^TTy2FyeEt(5+RjDeKw!Hm4Y
zto;7mf`P)4p|bMPs_OB&+GmXoFPocQw=}<PZhBjfvVy9oWu>Eq1%o*`y_s1(=^5Rb
znSI$gLwWgQg~j;L)9Q++4OLHDAC7m_KJKi0f?%ip;b?2saC7Bg^Mk>bs-gCp;jV@!
z{VmUj+Fy-yycz9!H`4ibxZ};>qgMm%FZ<eF^tL?fZXWMw7;CE?ZmR09EAOf*ZY$4k
zD#@-Z%%~|$ugOoZ#!hi|?fu+_vVx}aqSmVN?z)FV%}wJS9dG*jK0!N-KK|3=@n5kW
z9{q7(==<J*Pu;!mJA2+f>VDJO@v@=y>BGjy6%U6>D*Fn`x^qi9GYi{Ob6b)!8xztS
z;?j`D<gE6z{O+vc!Mw7u!Us<aDxVcpKF=$EmQy;ORs1-k=y68ja7N)^R?$FKQD0_Z
zcSe3^dR_+;>}M8qF=39U<vwD9E8s{Lj6`v7J~|@GhZLP>JX>!c#%sn-R23}}wYSpN
z7NJ&ARBf$I6|KFASg~q#n6<0?i(0i>o7#Jp+OuZtgh-zAyuqvULC$^db6?l>yS_BS
z(eXmjwEdJ^V%711&%EZ=CholD$@`sudin*wwp9)8Ddv#Nh_l|>{+D3q<n{EWfK1dI
z^fzXw?<Q6aW)az~1|bKR5ff<xPjkd&ed{p2rN27)y%M`N+20Mx`U<f?R(U)hB|X>5
z9+D>`x{Dp2X1In!ZKaZ>zDkPc3^e<)74kk|I#kls4NT9NOV0XZnLJ^feX$*C<78&w
z_vd=?xSG)4pWnZe0(xj?1csVSjVlCOnkkwSZoF5bj6b;8VDWL<QhYM<TK9=_!+ZUZ
zYh&D(Z@f<8>$ysxz?6_<@6Dsx(?b4dN$h%x!3pcLeF;oo+qjNLtb|&E%kjVWcYYq7
z^$C`<nZ0PFxK_K+=oiX)ZUhf8y(-8jI2f*d+blL28cL5reP;3T(fjWk`e5mBu&-3_
zsZg`;L+<nS@{phrWyIt1#U}5g%$Q0Cl9rW&iWUanit|UqzSB>QZ`V1h-=>sP&lJjx
zlZ=yOXA1-MedkGcck;k`H9WIbh!p?56|3dZ?I5!%d6OL8ySg4!HvC?a{0=FX`(xJp
z_`F^0x?Ihd&0sDp#0XM!q0H)0cPm^cSXnq60v}}D8h77}(R(a&;kybmJPV8RDQhN!
zTQlZhK^=E{sUJ{b$ZDjVg-^lTG0H@;ekiuaQF|muR4OQOko~6F{rh)3%*yCuYEl@P
zG>V*y+BhRoNJyHsN)rt8g6aS+_}!W+k{qq4f+1rdeL5O@cl~~f4R<8O)*n-fOitd=
zBvt4gs{|<O%ODgokDPRYrKBy&EsvYqbO$De*Rx%PYbAV4h6SRg9g+pPio|V)*^mA)
zMj&9n5UeGP(c*bKB>X|7aAl=I#!gioI9rlnK7R*)>;l&aP0rmL)PLvpWNrOlmwZg-
zdB>QVn#{<~nf5_h^Qfo@!Ns#JN&PQu)1%w|i)<XtxSaXx+nc||hR@p(p#y1RgusDK
zCXJ-UmQX2q#cxf&nhG1eY7dXHjxGR%FZSdsfPcopL$43uNF3e@j>OJyT_6K4&ePJq
zBkv&3uD8D(s=o~73_YS|E3l|0;@3tez^ZzS^a;)X0Lo<Olr+8xi9KuUonINd=;Ve*
zuRtl6k{CkR?-KC-+b6T5euZSY=s=}YzhC>#Aq#)71so1a;M^Zm3NGcL)6djSmIDl@
z{5vD6=Hl{qjtTwM2gg^RH+VUgUpw$}eEjmlh*=Q~J)JTFPfpPpo18!Y<a=xLVbRy;
zT?@mlzOws!r412RVy+9pGM*df-Lx}kinZsLxTg#x#$F49I_&gkZl~TNK0mg0UYWge
zxwko&>1h5~DSedHrR45^-~N3o-7c81G}EGWx)2g{PA!)#&@Ct`FDc>uo+k*x!O%BU
zUiAwC;>AuIyjN(ux7S5mIBy*lD>ldZN|}WfZ+)W^7S+3ZvT+(v9can+BC+-n6}jB)
zqWgDLpIR8_+@zuy><tSTU9r1EF~<rqrNWZ)s+u|21?cD+Nt@``D=WkJ?(K!^N9e!|
z4EPOrGk|K8e)az*;R5#wB*!Rq^<}8FXc%-<m+MX(GzJOFCm>!@k9MeNF@N1zj^r>#
zK>q&{1fja=@>p$1o%yV&#Jn3z;Rd4T0MWnDxT(mWAkZzZGUxv_=6Q7B@*WRa?Jd?I
zwhaF)2!7e+O*9Du>eFomAYhb<s=A3(r9$7tn`+FOj}&ISb%_uOLsnLO#(=#H=xFiQ
z^mt|4C)W|BY64V|rEKp4V%TgMU*DJhdz1d=qZ0$HH3%Qp*u)TD_2Y+yPJ8D)pbiuR
z4iBN>EXIO@z3<!F{p=b}#Dbo{jOFCYeLWLBecyR_SnTdp4G+0A|Gc0C=f30g?<6^D
z&(r%wU;TSX{`b^fiY$Wzr4-JVlpI3JA|a)P#DD}b*4{pr&o#EfHFlzEcRTvG2(?9x
zNbpcU=Et|r8TF{|?-;C@nC>t!-Q-|mXX9uPnnOC&F2xD7s(t&_@u~4j%-8qD`g&zs
z`=gF&p{{;~w!gEWxBLH`<y^kaeG@kQ)@v$sBzmjC@t9pIK+7<Invd`J=5NoN>Yl67
z)vJ`%tCy0iP2;O_<F<3pY|WnmNgm#OK{b3t^eq+xAX^K61yq^MY#eD3$v`W2-Eq+X
znOTs@na#`0j8?X>@%Z@D@i8D?&>TOCDG2|ZO4<(Yk4qFHhs%5u`dK3Q^FP6#r8PE#
zWObYg!K2U4W~QhlM;WB1<0T%NTHE}ZbUb+N^z%oK*zPaOnX3jjjL*{cR!iSf1f_gM
z7XHN}oUGfaPh{}yvWte@&#@Wb_qqFy@SmcDa|<%|76xx})GVXUF@4=E*t_FA3zqh|
z{Y|8DWKcVNuaIDaZ1`SDMJhiD$3o2^{`Ll#D&BnlPf^|B%4LAp$x^s|E8$`M_YQd3
z3(t^+@vOU_mj2XAz8ToTil$IoaKEop<3)0aV!$rTz{~jTk4G*SO?!&FUabqs^=}Oc
zgdqw*upouA+xA0S1ZC@(8j-;!|6&&$_%EI(AEU1mkgy@}2W4eMvZY*jJbg)6LvSsw
zzv`1qj|C8UAZLcSGLmoF)><q7{>VL)hT@GRUxiVT!yYsJ-+moRd&Su00Ey`=|DarZ
ze;M_r3Jzr6UU8EP`ogZk93_FuksE+j3P>_NM;epxS}S=Wx;1EEMJ^E1XblBu)Pwl=
zocXVTCCF`EnF(4<vUi;{PUH_?O1vWV*PzvW?x$znpLdevrv|X--JVh6sL#iulbzT^
z;huSMXdz+6bYR172v93t$~^Ns(4Q&|;pJ}`lBqm7A1-%#R5o7|jB8q6R;v($nVn~5
zI?~Y0SysfQHz<UXT)zHvS|&SQb0o~5EMyYhxuspulk;5m{#K6E$Eyxv=X<M8Rv)c2
z+N#svx8<n<IU8)#3-5b{L1ny(quo&HqFjP8l|>=_i5MEGgG%L9VjdEb4r-SaGb_3N
zc@3sJ&l}h-i0C6H*lbeLeNvWytU|MIs)R)X!!0>ive$C!6HzbNT9N2bgJ^gB`=S+a
zh@9PxS9YCrFV$ok*0trs`Ax8qG)J8uEDAruY>V=esLTJ^Jz?gPNLA*b(iqoYmpCfY
zqeI%TC18FazN@}uHhf8D)zEtmUoKpS-ije@1cwKLxI!V#cWXNlVa1Wp*W%^(Tt8D6
zA!zK$b2Kp4sc)^YVN`yz8qwv?G6-hxIZe+W35Mnk3B4zHP`~WEWq3`CCqpdJJ%!-1
zXeljS6E&%BreouEl=*tCew777!rlo=^A^y;=pVmXS#r*8eqXS3_<$%8LjJqC??jyM
zLP%$@JUuwLNenxlg3KkLO9?hNQR%NjF`7K&;i5<wjmjudnJQ9W$r{}bmf>})Mz&qv
zF+8CqhS5-!bu5dhDD?Iz-;!MPIBxO#NOtg=vgaSVCqpcz{$=KJgJip#Pq?3V@bX+F
z=3OjpJ&)+Zr-tL*$lm><`|_*P2Msj`yIH&S3#RoOJ9F<??501*$Hl$)aXdTD3%Wfx
z&vE;gXz$y?`k6cY^+v{t@$dFG*=D15=Oanr$)-_vZjv%Ox^ldBWwv!?vwt;w3itnK
zEo(8OX3=A&Js)eV9D@Z4Lmq1TOf_~8K)eZ0cuvG6aN%d**&fEhZvE$xZZ|xY!PAz!
z4qYk`FW{?=)}If*BX23SDL~HK)G6E|lW{w&`7x%+5YqNlAa-E%P&h%isLH^o#>hx*
z@43<b6viYzGorX@6s~`M<NplsxjTt5iF~mYw_|ha1pL!mM$X}^$pqkO{`eA_picnW
z(GQ)0A5DpQZ<h&Qw%Hn_#y;;sXWN<RLP!0kNBIdPScL9KXeJVdMKJF}yp<{W9015<
zp;$?<J7PaVtYZ~qqFDG36#zT7A%z2lm81w}au_+=2!h{RLbH<|8Ky`5R2@=@7Q~VO
zfVCLsYw*MXKtF*nw5E^2tqBxN=Hv)2a<=4^x3-*`7&1cw5ZQ?`Vr8-gKrYs*>tsqi
z$>6<g+7Iwi1D2u_RBRrO<d~#TG^3J6WgDuA>r}D$+RcP*_mPdZ0`!TgZKU<4RRaz}
zx^kd>??0F(ZDbo9YdiRO)NvU^TrMYY&Er)CP*jVn@+(kGJ)D5C>bV4&lW++jAxB_R
zyhJw~Yd~BUUxkKuwlMHAL*z$s5=nfvi^G^0j(nSm>&`$d=<N-<C7%i<7gJ(bkji4>
z?E1d+AGnBOz3s+FV7iV^@SbA_oazcF)Z(%TajrY=5a|xc@U+R0Y|jYJj@wN`P*&TS
zeZngY@@S(uSwmBzr|uW;+guvg5>b~RUmD8KUZ~uvj)2<<uk*eI?FB;Dps)5jPYGzE
z7!hWAkR7Z<NSiLD4uzb7A3xSHH)Sy^WBGeb9@_Sh$V+G!4(XSB7<A-!Dv=!J-%f*l
zyQlM_m__V0adRt9EJp7Skywa?orr6uqk++}uS%7qPunatBIR_vm15ZO%><HiDmpN*
z!mxkGK4%<8FUuLeylJSE)+~clqHX<&tRSLn?uM5y69$7prledAlJe)_{h-_M;G^7q
zd(xw%70_l)BspoT-ljf)^9Cwfs0695Q#3;xR<^kCWP@adFo96u|BS_HQ9qsog41xX
zRBB?|8955J5+nf>`rk$rJ;|r&;8vSk%c<3n)J?4gk)DL<<CQ}L95120x9B8^;R?f8
zoF4K%ANjqcQ#i2opjf<*DV#$E)-J8dDaCFd2cLWigW^3k4PwQ+67z`dOys2NGC8}t
zm(YgLSW6-g!zy}(C3YLRj9uuYq9gI|bV*h4>#At@lG;%0X*uCv;ry)PpQM<x<Zx;A
z(+hi!)Q!Ej!gE$eUcXA#Jcs{og{yA+v^vDnO0Spwc|jODiY`o(A6epP_;@KJdl=w&
z^bLPp&kJ7sWYijh!RY$z@1lQvzmv6CSC8B|xNNE4x*{w>uL6;K`-J?TYhD&oTo9v=
zdQY^~X=o{rPbiN)K{T|{hiM9e;z$FdsH7Gbx8S9z<9y;+&&n{ka3S}16WmUI?##Jl
z?OOS2o=_)!?e-lsX9f0axx0_UHe5`+ZyC|MZ0%$aWAJN+?gh^iw{@2aXF~SB2hP3p
z{-Ln@DtO#ndOT*TDsFLSyaLpnBosfN0=kfY-QVOQ9CY_TQ08m2MOKb?ZR_5@&>1*p
z0n@8jXotKLbUZNo-U_XOyob#va?3$EeVUzj{r`*;3R(hwHN7b+Yig}56aHB#Dq1fn
zTcf1(W7Bs$!o_35<lw`LmUqwpYL+y<A5TyJlao2~-t55#BZX`ug;cW#sV^lyWJ;%}
zO8JZb6z2t5=F5xLGri*C{kH$oSXkHMwQrF5FgFi#A0PC|u&eH{tJW~AG3`$rH&%d_
zD=yGW`%*LRY8g82CGS4;^J1rBDa3sx5Xd7tRVQXYK_g}S??v(LySq-0N#S}%SaKWm
z?*x_Z-O}Cb9%tH$OUxODvuAl>9#5m}*g#26oN_4v>-N)ChO+!mw>se2av*fF-nFXO
z5x9!2w{-S&qKb`Wc*C;!x%=+rb>vU*vs6yUqDiN((i@I->rRC~TFNErn_-6rj8FEo
z1E2I?9;Sgm7}FK(=a+d>Sy<Y?hI$%&PMOci9Lr9BhLk^O|G0ZG@?sDkAh+9l^g&hQ
zJ(yEV&Rxc1sXem!YVCZ_?qna;b&XC1bLc7t-aA<@&7RoOhZuNnn0F7&KlGqx%^pkr
zbR;0&T3_p0RJ;is&`yerP2Akx%F8Kv`yqFBF2l_D%gaZ0chrT1nmoOBQg6n8f1#_$
z9CXswA|>y~zWB?-Z*oUh`?gv%T7-r=n`N72=ilb;t6j;N$tQXP%4ScEqJ_~v9IC!|
zF&=&I;%!Y`AC5*Qr`}Hc^eK5oyEl)BxXDZ&-p5k3gMi3=Msd935^Pcz*P7n0G95Wr
z(+L)n;)~Gfhh;>0ux4jSWvTK#p`s@D4`cOXSfOv_xItN~m~7;?1Jxt~Ib9}tu*#0a
z8pE4x?JRbQlki@U%|01EB3TjGuBh2!V>Pvx@tRufDZeqaf1O;NiDVeEf4+IYY*yb)
zT&eE}rZ3;iXh$8gyhk`5bvYhsIRZVl+9`u6sp;Ijf_zboJnYoY6-9L5mr?X$_nuj5
zDS^5tZ*JQtH>7&QD0Zo1gpwhVsZ_=an(jOZsDwGGjS$TJ9)D>ip93Qhf}djO5N+a~
z4f*xrH{~+P9*UK=*gCu#*nzA5)G*2^MCh<{6>4Zk8md!OwoPpgW-9J}GpnhR(x4-z
zIMPTyib(8P_9((y3JNmhqH%2YrwzBPRE(p)mGOKl&3AqCdVO=}7UyktjvudQq?fW4
zL-=IxH`W%Fm9~6ob=vOhjW-!l3iiKV+p2HHV^+lBq4@bEC~>VPiHPe&6Y=;J_+l$@
z_nRLw^!!{;Z;|ltC@Z(;CGo-K4mu@mDd`vX4HmbR|23B~H<;BQ--0}KTk6dstVmyT
zzXfUBXI$&tem_!Zmn(s{eFY(3?d)CFNJS-ehNPRGRveDqeSq_R)a?J9NJmb}EiuQb
z<PsGQ3wZk5W>UeqgtPn`XQ1hnmEj)~-H6X~JE%)^r|ucI=sP=2y9M_bx=1y^@6K@k
z*hk&%_r@_79%07HQs*Z7>yhKk@t3R)Rg-|A0*a22x$%X`uJ+y=`(o3N5!-`PQ+1<b
zk~8-J${(Dyq;#kBziq%yONgthj$<Gt%`Yh`4@0p4yw>5?JOT-M_`8a-drWdBDh7J$
z2D#Kn;N!sH0L7eaF%#o7?!wNL@zp0T*U`x3zSk$AXry&KY_d;=&f)QbWmJHdR;MMs
zfwZAvPbHYi$jHu!*?_35VGS^}x1q0a5x|BbMHNvR0ZhS~Jy5eQ`4(GH-3SbrP}t;`
z$)(*wz<{iJ6^qX73X3^wC;}f*oLI=00)8sP7`+UV6l6Z^^WSD8gZr~(`ZM9JpI{;~
zGIFD2?<kB)>m5ZHrI-6Oe13RIw>dUgUxT>)e<*WPyKgnpx*w1WVkFdnPvZ^HTv-|*
zU;}=x1aR+0=(Ak32B7ZTU2q8A`mmDR!a@b6PjcUeGZIT8uL1zee%!FRf|gMO9&hCj
z3!$<wcW?8JbrpQXw<~k$5ubyXyNbW0{V(5i+3W2<(<hW4U#ouj`St_as)*$bOh6eR
z5Mx~JV>Vp(PgHDgNB$OJu&8<9Iur*S&^u<-!<8e;V;SOO8Qvu_!~!1!%9MktQi#vm
zxo8Rh@g-v5Z*y8xqnL-!%k6cD&0D6|@61?>mH1?wwC2@7hde@m{_C?S?Hx2qt=3=7
z5cV9pB^y(!a0%r}um|)vE&@W&T*u^zj>Z$6tfUwhDMJY?D;nhvkt2=x*1fiaX}DD2
zybmr3Sw7bESFqz;dj6!}QhiRv`1iA?(@$OwKjE}6a|w{WOCf8a77)Z60CJ$vU{>R2
zR%0=GcDAg36!EjE`e$@CTCQL{KYzUxH3xFAa+|vG;vK|WDgBN}wo7%_TyW!Ohoble
zIq|e1LQWRhuR6+rx3uRtxh}t;lBIL~rG2j1i@Do-RS!qqw8KvL;7?$|t}|D&Wfyho
zk1l5=$ZhZPLLMVVgE^Kfhn7}ckUje(PhpVss4D)!_X%x)t+v%esRp^FvX_LBmw*zu
zmU|0e#iT0Au#S;3dkdJDy7({lnr#|h2*A0u@(o&x`<Z28Kw2f|VZnp%Y~I%)lC43f
z^YJ8DE~i7v2f!WRp4<+ek4tjpw-Zlf0tUxBk6s8M1>lWepKU{jC;C|Imnr@QTd$Kn
zCXcwMPcjyKCPPYr0NF?!+W<};4HYD&@I7@G$p`oY1Kf@OOHsw7wlt{pWH2y*<c7Y1
zf?R@9a4bdm73djQ(c>$%&kg?@LDn71=tx6F51#Fq?Vk|=Z2X!4ZTq=0`(cYO>Axo5
zo8+rwAJ^P~Y%_kvbfUZPjD-QN5L797K3`xLWO%XPP!%%K_hW2H#Ox*$YeQRK-~8mH
zv1;cnBLDL7^Df?Xrx7lKO<npaJHDwiC1sr&Pc|*bj{{k2M=LM;NfncZn|WsecnMd?
zd;HDNwxgwgP{(z8<i#@4fGFV>V%eZi@bm2*7p-}z5c2Nsz+a*rj{iF12At}rB%zJr
z&Lhnh3H&O!G<pfSK@24-XCJ0XR;|J#ka<6-JLb@(@+vFJxtHRX=%tg6JONTLWBX0u
z8PiQCwe*gtNR(Jnr9xrHxn(<#*ofs-<l*L|Bs}R=-&T;v%eS&&;m{joju^0%K7Ba!
zu{9Y`rzezGk9n&ND-KK&$Aai0(lK=GdS$~kjEadUMsF;|g00oMA)&XW_npqGxTO#b
zl-R_y1Uq>L=qg&*U~ige;OG*j45(5kIt5%<p#A2i8rsVGm_l@o*P<Omo6y#vp)s<i
z<79rKZ4SdQ$ew|Vm}Fl5-mM59;b11pn{)ZmbFYfr&c}0&iAw(A=M!{);n}tMfp>nw
zc>hV#;^#VFy`AW0!K{nL`6g-S`5dg<&$YV!U(G&O?}jYCzxnI$u`nl<@-0c+D$soe
zzre^fPev*Ybb!w`R!I0+zFL=98WrmZ<ANA-QNkd``RZ+8<91Twa(vCPPgQOC))Qe^
zcCAFBe&<uwS)v4x$`Z)XCx#iYV8EB&dlY<DKmpNm!%d|)24x3YhmFR5p$=1lZxZ)S
zj2TZMwsRCTP#~{tt5Q!6FG(?_k~Go%9Q)-CpU{66-)tQ36*y|!eJyrOx&gPI18{P8
zU=SV6{fJLZWK3@KAU?TF1|D;Ura6W{o^w}k_ESC;N}Ev}OM3juAQnXSLRwYP?+zFX
z;$8;bF()kNe?NSBOhL-k20oaCOK{MZNZYT{?I-Eu+b%)NXh8xA(|te(eMYd}PRIa$
z`FqCzV$*2ElvP^M&ZfjSZxgXJtGX2Vn-ytAoA_Rg3ea=${}jFG{vu$J6JjL+7@h@&
z=rUxwI&2x5F08{AgxUlyhM6a{&nkpbvfm3^1|e`{^ZUw?5t?NkfcVACIBk<|**E+v
z&r2*O7>H0l{h6K~U^7$+LQ_2IxS=pAMkR?0AM7>_I|f<skK?Vkss|T8(zOCx)L^UW
z{wnjv4)eQ{TYuR|Nhr9eGGbO*pZ<R^1EPXaRo<?<p#rOGSIJ`xFAu|T6Hvy=%aJiZ
zlEGp*_gNzmXsa^jPjHF%;>F-rj9s*q&M}x3g`$bsXZ1(jj=@mbgZiN=z^RzQ<`Vj7
z45&Uu`zW>S{t6xwulj@q9kTN0J`@A)fQ|Yoacd20OwK4K;)Er~wEA@K_+y%h`hq2=
zm!FmnzT;sm<5(<WY#Z6YFGuWf_4%~YFY<ZA?6r3F2Nrvw$M(HZj+!7R45>Tk8@V2I
z&e_N%XpV?+AYyp&ZP~vDpDT~@fgGE`Umz+(W!Xq~LeyJIc`7muO*8TrjCQxz_>Ra{
zNWb)kZ@zs%NfpzvZZs^u3M$3}Zzdv+gl?AWh~-cGD`@0rWSivWhcB-;S8w@XzQjv~
zR&2MIy8IaoJY{Jq!7#O+Zn)!f&%qrg9mJjCLnN2(`J?r#?!kCxETTa~Y@Cz}#yeQZ
zU%*j(lWL_?IJhn2bDw6I0g2QZoGPa)BiHiMV9X-t$-{KL9%GCoWD$Caf2Pj+i@}%g
zLr1L#vp1nTax}exulZz8fIS7RdFt4wbfRc0ToMR#*G?AX;GQ6CjBkAiKoF$9^U8qm
zcc^g^Z1Chiudz02hpb*Eef6D_YZ3$m3>p)a4rm_VRVzgBHkzCytI%0%8OHY_75vmm
zk&KLNdzN$~4_ci5yQLNPVM{U7UQjPG1uPN@NC3YeF|;bMm~d-$7K_&@JxA)tvWpa!
zZ*93MBYdgm7*jgW`ZlY$Ur2<5;87A^#m&a0VpUUnPoA#gcus;3kAe*wLIv5a@T(z7
zYgzr%gk<8(vRUUYm)iJ#PLWG>k#<3m7iot_;+A}mwtP=tQ&->5--3<5OB=dNe=dxl
zG&ye~C&W%a&8#+zmP|6w)6}z<Eg~zf2g^}e&U)`pUOJ_P3jB9zd5QT6I$N4~5Nb7#
zZEX2xXg7f_-n?*ggZ`9j-QC6ILkam?=*5bW7fDLB4_ix-*gXUe0K_UIUg|Ln4~-o3
z4g3=pV;2(-GB>;~ZXwvYoNQH`AA*`f@9bU$1TSxGb+#%%3CsbH@U&uyXV((rCkyTu
zU-K)HW)sgti*XDVmh5|%5~H!dplwfQ(Cu$rtB5VFCvJLI--bVJ?Y~<SJ+spVYoyms
zzWY(QpMMr`QD_qK;*c^B&Ojdumpq=BofX&nO~m`-M=)S+J2)Bq^fY8|FLZwK=)W)f
z0fqw;m&N=>KRUmBY{u~>NqXLWKmPiF$H=nP!t<Yc`yb)PDwgV}*#iopV!K_qY$=mC
zu?3M<0Ob7UiPtkn4Nv2l=IosHy_}-KgRX>w$kPgJZDM5YdDrQA(dl&8>1J0gpH1p`
z)_W;)1V`$)1tvdo@^{0BXyBlH$Tzc~^<VRQOY~>#hv=dNM^Y|N!AOB^%FtfHogty^
z{@&fN!WccbhL8GQ8@{;4Z)#t~tkcz|8E+x7H5J|2wc!4eyZWvND~33Yrz|jyzT3xK
z7t67GWIa+BP~9az9yj7xEt$py1IK`j=e=E1SHN8Bhn66F;qe4?jqKN_4mQ~Ce})-O
zdQLACa{cx_$J`tVYR}vPpM)3(GEqJDRrm6x{L|O}s=vR>J+3bMmqsJS=K!@Axb6jt
zZpCz86o=(t-(l~do8Ew{)|2wqEK{#*<3CXY6jcrLJ%;3)D+dQ}5BL6hx%5<I&HF84
zFSB-g6F*D0{s{@1S^ODv-hC*a?2U2XNwH(&x22A3aQ~+S>w0Hl6stvV_J>2Q`+8%e
z)5s`kcQ?1buI1kz4|zfTp_kvql}3_2%~8>R|J65?$VwGTDv2G=O$BX@EXoGpj|p$}
zLYo~9=hDj!zD<9(yxk15b<TU6p7lQMV@7#SasGed(d>GtQ-#45FGssQid=C%QBg56
zJWN!Ome|%FL-T9^=IXp0i{PVDiM!K<y=i*H(nCc_XPca_%4UDRkVGEnrDt<RbXcMr
zm9D)jX4$RD7|bqnb7Wb2+L$_793n!Z0WU@(146+hV9P*hs)Gex4l5ji->c{uWShR@
zA2?Q_ZNCK3C`4jWY(9vu26?jxh+_xErnly55Ra<B_8@~?T?G5OL`v$1$f&kiTJuWf
zerUtZ7@lHliFQWsht?}$+>f&2V@6hEM>e&RF-Mi!_iTe1?j_!1pj-a5%9W~vP45}{
zxJ=!#(ZSG0n<t4H&VrFgMqh&Bps#qzae-8oB#l4~lJEV&@Jo>ATuPXnwMGKHltRP<
z1s$4?;4&oaO2-X|wU(Iy1xa0df7-x#%<ETakgc&|>U*LB8Es#auax=RAxR`n?Haih
zxx(B-@87Qs3><IR`%408RI`?X@Py2`@QTEy(yEsD_aUYNn9iMrpT4AU9$vn*h3~K4
z?y~PeLkOq)yDYhjzwm_pZ_uR{{J)|2T;SWpd|GQu(An0-cjD#2(9+_s>v`Z%9ddN=
zU2o~y0l%M{`wQo=H#Jfyj=U2<=)}|<0)qfxCENonwzF;a3T2Rr$jq+-)_JbFIvg18
zBTz_6o_hFW*4&Bc{FVzc#luVarBkKAcmLF2kk9W%pbr(^en$?g#LR7#`;3_H{01n3
z52oHdoP76Sl3`|s!ERn(e*8InZXDZCj?)Sn@DJMc*PbvnyaxWL#pChwg7E0<vYpe(
zYWaH4;oNs{&+YMp&-~JF|JDa?Ob0NggtpNBT?psc3oa}FyJg;xo*|dXI)9gKZhP14
z-;U`kmkej;OlvH~CG^20{p8fy)a2=NBOgZQJJouL+odp}rYHS!0DAAWu)sf9Tz_Dk
z&?QZO;BkMTCu?MW5x>UynKRw`N3Hb_^!6V$i<rlVH;8!y?<ZFJciio3WydoW*hB@*
z5V(l&3K41)({`fu0I>eUJ|`PUrW)Q)F?ncr3BC1D<krJYq5npVZ0+*Po)#1!3jVXn
zkA7ud!hL6R=Z@pf2jvo!vcTQ{1nw3PNw_7}?~_I_v?hOKVOSXbf<<KMIeB5eP@|Gl
zNl>Hj`NlNt*XcKIC2V}uVIK94lL~o0_z?k{6hP_M7u86ld$3O5g3p$?%)Nf~$NBZV
z%Z|*eotwnGs7(-^ni`ltKpHr;hcLxKbwUzQ&_SwD32BXq;Jl9xl|PJ1L?fWC_x9Yj
zWM_x{DqmQSIOcyAjTOz%;~FQnF|@`2v@R?l-q$qRNPu+)QBaW%k!7epp^dJ!vJ=Q-
zqPx!%wSm)v8{k`!{{zyLs6B~$qy!RsQg^`oIZqU3B`$}ru&5B1$%t){<?Y^IufcB?
z$KEIbB)#L)_~YZGW9pb=S{`Ny41)Dz=e#Kef2>bJLdsa@Xf&JITlvr+UsK0h)7x9Z
z99Cc(es6}nJchxvc23;&i(ea!_~AxQ&i205`l`axn9}65-01k<nZe!(%^4%T2`!7M
zr>bL=G%7|woFlM8a!DojZE^3zlr4QyE*k-18yI)KI6Wy>1wU_v_B{l5sc@9L_pJL5
zTpO5Ok#i=jhj$Y-@Nm^LL92mJp@J>fNo)vMln#QzZoK>vrUQMmy#urT19O7CbHe?y
zLId)p0u3cX&+y88mj15<f+WYDQwCwwYXw3_4Z-&(6D6js?47IsPTT${^r`)J9VnhA
zO30a4y}^lZr3TNkF*dlo96iA4kOIB``*at77<X_!61)%s!`+bkRGp5W>!-~12F_j@
zi=Z$y^Ktj6kU^E8oA9gh(DQjb6=0%oC(y(w=H~>(A~6|z(BKw&{x1;FCXU0N`tkBu
zH=^g0HAKC)&mq5Rp!4bX1eu?&7jeBf6;gx{OoG&|^LReXc=1oI(3_M0u;nm_LEn5~
z1`X95u~N+CB2cHL_u7~H_sir>wCa2ugA~@L=h{xbo%2c3Az%Imc%v$aji?`T-qv{n
z+7)B}PopHDjX`YsGu$+Y06TBzQie&eMBGB;?UP9T-w=%Ch0JQuk{7}<wHSd82L?L`
zWj7d|DbDd4xR$;4B{ZGN9Hz-aE*K0Eq7s6>B6b>$@3cKv29(ltP%#e07D_@4J4TD2
z!jo|<Gj>-MJ+|?Ttl<Q-=_wpSgp5F9CSVY9l`vJF?43mT6bD+k>--)m5f}&{4}U~m
zbQS2j_2YdRvf(jab*;P5XA3-&Evp}Dt4By#&<d)1u~<#eocynx_IBC%8NFZSg~X#e
zV-x95X+0$@%+%C4SzE~({jjJ;tFRn)vsGx(D<WCx_a0CFc{a7o!fkPh!9xiwRNhRD
zmo^-zRu8zXQ$=<GJqNG*k^?Un_!lRzz$he`sGLPl-YH(WcsajY(?Ma@9<beNP!5}8
z;F@L0#*T>j>b)e%eF}U0J^K2e306^qU<4f1!9?_RXIduou@w)KD8%rZOkPT**3+gy
z0cA?n9*@fK;`$}f#C?g6<IJrdd8r!)bzcK?l_RhU9)|V&U{l$X5gsG%s}xhGif6h8
zGZ9D(WywV$r_fByYJ&W_$8CH(6P~u<g|PSLK&w3=s_nT>0j;588}W*Okf4enxqFYm
zWiZYG9FM}-A~V{+`jA_XsNh`!6v0nYd(YIA<UF{Ezd?dc)<>Om1e^cD+brp5xJ+@F
z3k+b5y|+))lXSDv+p-;O7B9u|(vWJK2w41XpdaB89FZ~m{xeR=@A>uNcI4lOIV^9R
zdBy^asxLA>w9%KYWKDe9>rI%;s#&onY^pZSGi>e2WH+B^ZXR&|3u5?sAnW~h1XZ-K
z#J4x+<=2yV*P{OApGtzI_hc;d0E6huN@<Z`v|gJ!|94I8v@gZOwC@lw*Um9wo)cTa
zTQ*y3HrrQhu91Tdm(XAjC8fY~@6*5DKxv04NLLqNFmOwhO-5aVg&c(h+}loR5}K4L
zB1zZDCh!0o0nYjE!$;kZMuSGrH~%X!O}){k*QKKNF19i5j_o6725$BHH<QJ?zy-&s
zcChiz4wimE{qx{vWnq<xi3adYaOc6Is8aw}Hg6?Q%{J+k)L8ArbnV1gW=uuh=Zd=K
z3I--h6@AitZG1#a1#P$>D-1$OhZ^Po4356cp$nC;#&j-SfNM=qgCE@yB}mBX|1H$E
zeo%;=bO@8p-!t8Gs@aHGG%EHhs+7O(|LXxlg(^@3<HvMuvGX=VWFNsVo1%4qzKC%O
z#FwsHM4<bI5ij9Gpb$k;NmN;fXRz=TdqoUxugCXcxw1VNW@$vogCeIGwgZ&=BK8&L
z@L>dyCu5B$>&lH2>-aYy4TQv2c;qbvV1gJD+Ezh2E$%N4mg_pkKA*y60?It2k$KDz
zI#gIVguV%;a1H25ZD3Ts6=*a}*&0I01?ga9eJ=#Fm7pT?fiQK7>l2n++vkym(ysy0
zl@^NBX-Q`d<(eZxZq?B<Ln49ED;1!Nfv%P6cUZ!*XxK9hxP`DA5<C-lRdJ?*j2gLP
za+pp{TvojV_T^blNUi*Xy|!NzJuKp~HLl%XHd3TNsV%)^=ct$9<5Cd1FCf$>y_2Ky
zT<9M%roS?7@WBgUYrLl&WcF!pRp$!@8_fz^b^gC+h=0Fsn0JRg6f8sDC!i|+0zyGq
z;TN4)!1zsUhD_Ggh(gkl2zBeqEqU5&vIz=ADOpRlxXLxzIUCS-OIGt&>uS~s25Iet
zQ{9$Rn<>+3ju_E7ax?&@2$bty@=V~#j5R&dTD-p#9InCP=y;`9;b*UWk1hv9Asrk3
zV;^0{LLAj2w(nt~b1coJf>-{}N@VR{I=8O<$u6+$ElNf57&iCQiI*>#le2_~>fUB(
zje4E_^NE#zQ57nHPHhrpjms(XmKuS{Z$t)+N^Gf=z={<T2D=6I`ioe|aP=Y$A&%(l
zv~K*>rTo0JpHJ~F?aQ|X7xcLT$MoYPncmW-q(|tXh#P2~W{(wVULFXOe7MQXTjIcV
z#P>*NaUOu^603Bd4y^JRL)Hja8N?)Af!ar)D@m};-C<>MOijE-YWvBPt)MSQ&Ci^l
zVPEzt-f_%zWdlZcxbz|6VpPYKI=GvS>~vU2;yKW@2_@H)#*nojH19&Fj%R3Cyizbf
zei`DFoP%?{BS~Yu@y}QCDY{vhR592h?Itp~K5jV`w!+T8;;k`$#5Z#!w{(<QyT&ZL
z^{xNS%#`BW9qi&Gh6Xn#&aEmQSso#~KbyaP{M7c#DS?OnxO#oO*7a9fc4O(|B>wpy
z%s}TSt6g)X^Q&t^yInoq@+Il|;5W{=*}3BtM!agz*TvxxMVaoF>yV(6-Qp&vAK>5p
z+Ltt*a@A7i6NZ_F@3SN)<~${T#?ev=59ChIw75BwzQ=mxZRr(~AwwS>*QePbgA@r?
zZ+{bME!J_fOTW>`5CzPM<`P&{af#js$+<^R7(H{&JF!Fdpcgd`f6gzSD+JEW;DBqK
z=pSBmUc(dU@G^3ml9HHf{iQ9!K~i(NByrnKx@lT|@jPFo;P9k(8LX#{482?*8ObG_
z;c8kHkp$?7RdNFSYIk<cDq1~sZ=X0hc2@V}+QD$QCc2pa$64VN7_BWFcpNu3UcI|^
zX!Nqx(0k?e(>>fNca;_>vFA`R*l8qRK8Rs)AxMC8e7UPJyT;^6#othOsVai6=fuJX
z<MrX@>G{6$`uFB<c^@r3eckl_ufKHT${Wcl`UhtoeGMDY*bnMdXqnfXZ}=5{v6+Ni
zznS_W|Iy^FiDk2q$Hwi^?uhwVaBR5d+b4ambw@%z7>$0m_#1ya=2vRVUI(WD6?>9i
zX)BwR56<!5p8*Q~VMpjYUAVu34{>ZVL}Q{wF_o~NGWa&h@xbnV)uDjOdS^Y_uvPIx
z_?~>W=d$KbzTH2Kr`8zq-+B;IkMm$cBP|Tl=rnB4?KEPa3r`Ee*{%QuZHIsV(@glT
z)ohZR6K+^}BqHrtRFK%BB-(iXa=bHWws`VO(ZeG92VWc>I@#AdZr0{wNcOm->gib~
zB(n~`JnZ6E{N+=B+<%rT#p0RNT?~~;Xg#9}!a7PjfaNRP7D63P>ISmvEaw_<tG`8A
zs%iq}KZ;se&DX8{PW)W&d(iUJ&uSH=Du_<{0)=OU?C30R2wxojo+>JS=;Q<!64?>_
z&RS6(G&g?PRCuClwd5Caof~we<m=b!=Awq^(syuhGB8l}HFkLY#KSiDU`jZaU(a%}
z{sLR^mf_7(li!QM=?(3Ij&PR12CRA3{N0`O*Vbo-=0-W+c{+h&!`}Cr{o2~ST3WrS
z$AB98=LR@Z7*Zu+!4n?g9g@Y*)!yR?M{^IUAxP55<?WTpGRDGgXu{fVQW<w>X+}v-
z|Bm8%`&Ei1VAVEe6fPnE7y$%15jb-4?xN&s5_i&-`QyRF?N8Yin#_^z!pjhu;Rag4
z`}aR7QVoc8b-C+5$)-NzghBFvnJy}pB@v;5zLp2R{t9My*u*v+y}t0s`rG^K$gnG+
zh3WKCJG&=A)!3v9@co~@kMukr`T7fNzz{eTYp$@^ok=c<70>Pr_t7Uq>ZJ0iF%UQv
z3qK|=xjR<NhMn{VnX?s)@sk482H70jt1dPm&QGheMfT_BBd#`PI-v7zMfh>>xd`<y
zON_{BEdL8;c4tl&3&CHvG<#_&z_(>JRm?@#i~NrzgVki69VpnC)y&A{lfmY9geU{e
zy@uX#?7M}NUYmS3Z*<v`c6yqdn4~8lDCXv}AFObW--ri87m0Yn!pL{4Yb^fH#hRW{
z(z{^xySP*T)1OB@aHYG%iIc6?7XP!Ev_rzl6q*=FSb^s@U(I8)S`|XicDLi<?-Z__
zU*XaDM~CQ~VChrr$>^FMk6mw1`xrQa`w$ep1SW+i1hXTe;gSTKS7BIm`=Vc@vUl_T
zuK&b5frh5w8%|AwsSuXKNHvBjD?f6!V3JHM$hn<4y~$rbw6-s*2mPVA`^srzF)pb?
zlWzL?+4B$ZCaZBvQ~lhOmz;jm7yVz>XWvVM_kg~SI@K|Qc@|MiraRStXPjElK`}L6
zVa=cGfBg6v6;%@(+l)dzq>B9XskEsnMGhZ9X`5G(uXl?)3i3KVhU6B4;f|z%p_IPS
zgb9u~8+2G%GEVMBoWHM35yu{%?KPY)AW0Q&7JDz9%#nimG5H5}UJx_)y_@7@_rk;P
zZMuFdSDcWVSeTfQs*!4zS~|GsISg1bq^9F=^mV$p-1k`ssi=SYS&sRsneJ3j?iLrT
z%d3o6ud`nNOLu;i^`G;dZ_1H3GJpR^&Sa!(NXe{g=s?e83Q>5-?QP?(Mu_0lHc0DU
zt6}zO6lm3-HhG3fjO2>A_l!H8hOX8+53lk^AHhsXaR#kjhPMU7jw3QzeK_vsA;#9{
zUm4W;xOqP|-Nlsql#u3^I~RYkp&=q(3_V_lm#`x0m)nv0lKT3STPpR-vFo5mX>@sj
zH-<vHloIpoyHqKns|5{U&xed4;X=l+2d@Hz*WfWvSH?U>r#&WD<c}Qipk8nw4-g%U
zNF$LIrGU?1*(|7ZxZtKVL!wc)jUR_r)-lxmpsuQ?^{P#B_e|dy>;*p^t9W|9Eoyb|
z7Fl+lm`pn|rphm&&MVt(S7JUI3r;ci#Xw8&)^|~O5Ee`o9CqH;3ud+8#-jvVmBS-X
z*wsVbZSbI*B=>vTof8#(cOh;do}7qUiU>2ob7*hiZ=^EC?_j5`s4jp(>2r~Aar*T5
z*lcG%ZI9b@Q+OA?{Fn}zeUuVusfz_K5~vqD$aBNUm)gh?*5OEf6=i)DYj+h1a|xB3
z$!j;+G9etFWcU?4LjA{8Vo4Er(0|GR{k^NGvg^xAl~z9O&2Xn4is&8+%5F+>vEvJ?
z<z4xidEvPQw@)>OB|x+0kEq<nD(R-T^q8Odls{k}_8tUO!pf!^J_))0r`#5vEM@dT
zYGvqwLAtZf{ng<ItNo0(*55Iks?%A1;!1PqN|D~|&8prQx}iO+6Urx%mR4ikXI8yY
z-XL<9qE0l)?rZOluQCE293PpppZkmb7x(7%6V5yRIhjI>=KpC1DNmBEg9;S4Z{lNd
zd5n2U>!5N8rUgx}2-!!)v>fHDfA`V?8;htEj45#yw6vP>kr+smAfM|%Hm2N*yKX4!
zha2ao6^pINH;D{$th|;`5{eElhvfO=8&2zRk+T}z<0`Wqmreo503$h<x22%Bt*IL5
zTjVHLIu(`PGZf=WJq0tXfeICvE*Z*7Bw=QKj-r}n<4EUZ`oPFt4U@D%h|rC^d?4(k
zRrDNXDpxNP@bX_Z#bcD_i^uU2pC-!^zgaLXRVK!Una(xc$MqI}c+?BFFv*7WflHc|
zkI6nlCABsqV#;)>0A4*hC&VIyhE4!d$?<so%^~Qj{%n8Am&;GSP<hms?w$(W?Sq24
zh%(aq4{1pekO<I(jgmf&gh2Minja5hqgYjBRGEvZa$!9tYnFNTOS_I#wMcms16qaO
zB6G%39P!5aE-2foY87`O8_Y6&YD8ShTn~rhnx%!Ed&$nAzh9@2B3PLQz;;GK?Yg~S
z<_79xC{=?j9nC$1502cVwnY*r=IuH85kEoTgO==E50VX*tGdq%%~ft&(W-ZiH;Z}R
zSUiC90$M@13J1G_u8!-ETAf&8+gQ5b*KkkqaY9s__zt|cCV<L5HR3HUhp0@PE<hTl
zz`t$N333D417iGjd*=E36R5jIDGuW&03p7>qjUM;zpTja{~%S(Jki^9?+*6gyj0!7
z>itP=6p-g4aQ6^*;lXpx8J^|-9URV_1%;0sA}++@Zc&vIVUM7g1)JBK5j>X>Y%!n7
zH}#*&u2%Q>^&7$64OZd5#Nnes_C-`$@|2YDGG+V%flP#IOq=Hk3fs2J7eepwfV!`h
zBZH*idDyHv_B#|$TtF&&M%7ZO4u4gT^LxjhZ#)cAinx_+!i(@#WMgs&zgKfT=|+&Z
z+IYbar^sjnl`u$7RtMXc+Tiqq;m?Cm$Fw&)<JUn3Sh9guhTbdbYJAqex0P-pD;|%Y
z+H@Z7$XvfGBAF4w8VgbjO+_-#A(+(}jf}_8*(}pI9_7$iv6fSEehVoLqCKCSvR~#-
zRo(v<;&uM7{11P<6LcwK;Zu$ekK(TTWzOx#IR~2Gm#WW3f4|#snZ8wAwC8jyW?MEZ
zywfCzf=4z`y!t%bY2~)vCcA?xlmws>Lh^sVYN@2Z|AYF`4~7R-x9()n(s|r&O{rIk
z4O6Cw7S25^D_rZH@wg#3cP?lC7&SUxI~_THqZ2Wd@K{k9rSD)1wFd4+#1I`Jg7T57
zNmTLYV!k`VteWU3nLZLStzTrWpd0(B_PAc$J=a?AFi}Jn7Ca|+K6mO;SeMAuZDs)i
z-!xzr3+7O;HhEz>AFPfFqiuf$zITGU1V3$(qf2ZG4(Dt~<?WW}-J+tjMU0A2nW&}^
z+XNsv>XXPkn#iPBE(i`>fC2pu$Lf=lA44JE5gpJ3g?4xsGVhw@jShiKur+UpMdvue
zG!*lwE_vC`m1GO`8k~T$UU9KSiO(dEuDC=p(GLcDG?Cnj(F>=)!L%vitR)(wg@CN4
z12@!-A<8N+-)#uzB8Z-)XkA4;H0-1eV(WaDrp&d|o{5v^?6y9~s5`0_MEN^745R!+
z>{TblrvzfyLt7k*TuC|9-SaayDh853gc-y3M&n5k9c~phJ;6>H7?4RXH~~0r<3V7n
zn<Pg{SOS5INU{QU3Fn@^`Ix5bzZ-W*R#?(^w7FqC%&ZRp#~Mt~bTr+hjUgsK!K2%r
zBRf1-c!)L**1i3CqaWKx?{=6(=tHXH=!VIfBm^FZ<`GmS>UapMG@0Tt#4wHcbs9tg
z2oHjL5F%!g5XuguCT;xeZP_4`!M}Sr+LPN|w}+C%vzV;dKI?NZ`U%JYeQOoN{4MQ@
zEq#J5e;!p#*=l_|>M&lwm1laHPdZ8qkG$TDdgu|6Wr`YFAG9>UlNO7pz4tS`6u18Y
zavW6gZCcWRJgCwfmxr9q4P0s6TlyE0(gwOChoH1I49|v&=Fr|AGMAi2*~j*E>8Wh0
z_WiD|S$7R&AfT^7nvC8`pIylw8=?hTVNMnUgR-HXgM+v@KJpCbc4&PU{k273Z62M7
zWG>dA%PC6R@i{-3Z%N;`KJ~uF>=XX!``qw<p<gZWU3S>^Z^e60&hKSFS#*bx$1<T9
zfr$v=AbVs#_PquMo%ryKBsAI&5lp%HuclY_nEZ&*K2xwudrTfW4OvLgVS9f!^ioq-
z76QO|7jLe9?!??WBsRP8+|}ch0Dl~GL9(yPq-e<Fu;Z+3e=JrO9g<Jny3B~)6~W_y
z)k8g;JSUkkX%CWCRg<3ZnE$$Hxy+BavLj|7{o#{LuwgQ8c+3ze*YP=3U;L#;x>JAf
z&3ii}xsmQ3{1G4Tr4OZ>MBo(cb3{IBJ<ff5Q<g-9G*CKy=iQ@#)cLj>qUa+x_pr=A
zk$g|MEnxX5?&OZ!%I2_SJs(nn5FfLqt+^?dU+duW`XflpJReHQd=;KNU+^$?cYg59
z#Q;+4Nr5KmNor$eH^96lgAA@WXKg6lg<L5Qf-ZytE<8V3P!D_w+t2Rt88&bqHue}9
zJ0Fs!5vh$6@QN*^iE&9V^H6Y}`16A;WZsMN;^VtCX}Fux^@07!+n=D8UFhZ7mlgQS
zMgm&66KDoGKl_-!WXXn~`Y3!z30kCM_{G_D9O#cZ>z$gJp?vwW`E+j_hi-P_mwUP>
zGc7l3Ib&rN(o$SqUwj;FxX?ECY32Mq)7H=2myLMbnM-Sn;`z@jrX|Hj;&*XQ;>Og(
z;gSOJZs#{A;`!=PZmtq`ty6w!k%PE%KATqm27kQS`*Uoieg?gmK-bdZyHS%rAdddt
zqB7crolRp}Yi*Q1nu-WoQV7KCuc2F!_~m(x3m{0gICF7;KR@Vtd+-#0I|6;t8gRV*
zlVyZ(x>Iww)PkFzA0ZxY<r4SLvRXsWFRxf~uW@}7@V`NrGi=xQilorcv$^;IlN`$i
ze92+Q^}%B7aD@f`Q?N9&(ewofykb9$`n2%phlNzXw5zCP%~4z2S%C2LhNx9qt7k}i
zboqvb)Q+zMba)t^Ve&Vivg~U~_4ktM){<itgYKw~xOg?@>+X-&yhb5kB2OZBPB85K
z|6TQi&)NgpQeS~THbXcWKKX94_^mV79g52|6PHV~$@uS!iO8FnFIX7NgLDg894f!K
zt#6lBt?jRU9bP2imwN-151|#_&HVm+@)UvUMWj7uXi?;v&G+yM?EJld<~)Drk?Xgm
z%5sJxw{M-9y7G@*7Y#IKU)K9LU7w#)2G94;l6}6x!KC4J4jmb?!=vl2ujV~3paUcF
zFHPN>YS&$j)co9Zt?aJV1Rz82(yClbe(IY{m{=?rzWDRP=#P=vl#$uO3!{mkl8Wzj
zE2IUSFog#Xzz^!^to4_?sfC4I0=0#QIYi`|#p~Vtj3>@dGv8Uj;2$a$^s573jP*aH
z7%<_`G)t*};DCH~-13-)QfuH`T(|E<odVovqy3{x+;oNbd}Zm)e8{}-<bI!P-;li7
zv%rd`%V5>Djk>y&#KifnD^7arVrJvPA@OB+LQ?Bpj*y26cvnn+L_Euzi}SxSGqT>r
z*W)YGHAWxHK_`I1AUxbZxYWYSbo=qMzsKplQ6w$-ZxR=$9TU}?HUl$%oBtQM6DQ}+
z^<nn4f-Lhno!T8jTh7yCwpSVv4@yW_c=N<a{*h?jYEw|M;Do0Rc$tZaNtM4NX^hc&
zJ9t%Cib%}7A@yfARpkWYF2`l~7xq$5l1ZNj(ZS2Q5yqzdX)+u#&+<$<A`UX~HARL(
zfiw0b45a>yg_X5CJf~Lk5d{6nkR==oUX@o{CTraNH<7+fYp_nye4Czy=a{tSG66`N
zfv8<M(dE4>nqjmkt<YaEc0pGL3%d9r$2Ir^7w$e1C9+7gbAhA9x%Z=>-}ajS%8L+p
znP|w*>0si~jhgrPF*MIw?I}Mn9LL2xND)LQ_uj)md6ZG<?8nL<sMxJjw%Y6;!YU96
z>&a`Q9hkOn2{X6m$O3*YxBZW#s{m@N?V5Nfmf%i;yVDjYSfLb(yE`pb9Et{aZP6m7
zg|-wa?oM%cx8m*^l0WbF&t&dQGLuQ}P44rY-Lt!=;3c*$2Ob@{BKC9EyzHvN5)$=@
z9|f^-v65b_ie8Ex+S)oA+io+yCWNfmYUGN}Ubbz;C3$t?<1>0Mr>6v83jV2m;p5{$
z^6)sCLtFiRJ9een2jxbfmvS$yIK8;Ld&=N%_kG%V>ALoGQmt<;^$|W4BT>=UYi33p
zg!k%|*>c1A!EBjN{VDulwY!2r3VE`BC?oapx-TmKX`?gF^;GI{XEd#Xjp1qMrkkIg
zA;@o+7#?N5<_|x7R1fk%o>!c9M);m#Z$+KQysSSBcuS63V-etXd(zxY>Uz42fREno
zo`G>+uBpbi5@XAn`1}3iB8#?X#th$p{pi-uOEd|5A#~+*M}t0!X?b^ly|Mf9?CjN_
zo;zw3KhYVb&$rgyzSeeWEwwV&JZdTth=&YsK6tO5o-VR`QZcAJX5Jp8@9w^s`j^|v
ziiC-Y0vj+wjBDrj5vREU_vomFhsPv7;rQyh%+qrig-r){bN0>>eqqCSaPhw5wsEds
zj@&ibQ8^rH+}SPSCXUyRPgGBD<_P13XQx+Yr^hta{c5VC{%c~oWTLjDialjZ!xnq+
z3a=#6ggh{@ioy6b<qoEC%9!S)uEwm=5o$;QtSX!Mufgk)XeDL{<PGQ^7A~{CV>g&h
z!DXb!bPsd=)?2STRjCUIFeYp(V;irXnXH|et(}=*KD$1;vw1f(SG$4w@N_XU)K&cX
zd*}|x0`G)wp-5`jw}PP^k{(1@8^$%*H+G!mCkp5nDr-Y@9DqEe=#1xJ<?vs7`aA%7
zHdMGX`09%np-Buf<P4zAPl5=k);yCZ>;hBWcXFX!gt4Z8L!F$I@4~_YMN`0Z?=Hef
zF$fA*zF04R*=^7=f$)kFe@CDoD2gM{)VmS72;=<>c497dvS+-68Gw?(3JCd6t=&!l
zEmT|8lA#M6ja(npvFHd+{tWJ^`>(X3v=rC?&TAc^bkziRK)$N~%1{e9;1#T(-CY9-
z(}Xyb+l3|xbY|S47~2AcJD^+&1~Hh94opD@CME%s(}3x-1=x8kgA6vi&U*fCynfS_
zw)qny1(f%RD(@3nUX2KoG-rUO)%<dJ^3U+(v%B^2hJs|)o>0)}<#odORlKJcOpnCI
zaohFXf%W^nci#_-E4E92@BI9>Sx{#4d%&6u*8oH@$m7A9-dNa@RrrNkeN+b~yQ+i!
zN7auEJN=pL>L+g3!4%<t{aMx9!-fK2J2d=z>h#hqJtr~8#1`HR+dk_hZW1~&u|yR*
zloX)4D)cwkn5o);w)}#z_FpCA8K4xU_<P&{kRy-=HXVQ~dl4oGzL1Zv9l!t#iRw2O
zt&R?1GyIN$LzbziTg2D`@Fy6U>iMG=8$WnIFh%~P$A`#;JIBB<U}U)YGmH*{A6}pP
zsNPh+xvG47QE8_I(SjdoW8d_ILPX2IcZ3!YgIo?#tP%}6I=0oD@5ur~;22O2GnNhv
ziWe@!6YZ=CVhoqCBPC{HW^<TZUYEL*tELFI<&O=)NTHRHkYRkVnEcXJ<Pn#;o55qO
zkzMtN4zDNn@62y2$Jw5_GBpQ-{P`NocSF6lQ7?<=R;u9hb)VV2OU1L=c079*Z&nUR
zj||sRvLc70stt3f#H(L;**W9vR@Hmjy6z9G#!|yC#e|@-ko6MYU5~o1h=yb(62|fC
z5BF&M{Zu><XUgeNi{U6$8(9K!*ouA%G3-080|^s$r~!xx2|EDAlQA~4%u##?5(`CU
z@<ex;7HZ(8;-eFX`V!5(xiR4%A=9j~|L!~X;oQZ6WFDHn(PcUp=bc1hyUH`#WcVp!
zn~GzAhIfR9cZ{a2pQdb>p=^*rO5xYnp@Sn@T|<kSR3`zwx16l?G+`2&*@1EH)hx94
zz;5g;dB6<;!@LJ;@NLm@eA^d#Q$yn=A7{~)K-2rh>7$<cnnuAGMn=IrGgw`nOXMrj
z(+PvuF+im3+q?%LZZPy7JG-^OEA>A%?0a%-UMcTLumu7I|E-eSG2bCD34=4mUI*P7
zBEoEdT9lhVl%Q~rCxB*IcM>Y||4@ysXTlOa8h#c;h}DQk8=a!|43r=Udt+ao)qRfn
zW`eHXruWOLp7&e0QX(?y5$HY@d_Dz5VvB)vME%Be?>c0&st6ky#l{taGTmp``D58{
z|6X(hGl8kyv7J8>dE{hzUK4Mz-3>iOSzh6w)(j^ZKV*aQi_A_o1ZEr6WM^;!5<(bi
zafNfyy59{Vmizu%RSNH_A5r}T2%yjT4pm;_F4obv5Pn!W4%Gek%^&pA0siu&9VF#5
zQJp>r1TmtPkpD-m3WgI}M=zpZCO-f-pBK_1#u_+IO(n9#?_ZC0qgb3u{EbJm<A{cP
zIkV#X&~0<zPvp4V=r01%-e;nn#C2|P;6KUd<>q0b1#dMq%D779?!wGCy1?&`c4z#0
zpJVe$&^0zWBO<NcjNca9eOX9esby||Db?<;k7!)Ew->$~v)Rra9h8DGEtUp4XDuk*
z*whu<i#RQrrKRiDy`Sma+6v_8%B;8W_nrROzD`EjZXl5#G0WgFLX5s4fWHAGLoLEc
z^e4*VS=nMeST6<QRSkyxTK}7|4opN?dATqX<c<lu%M9=Ut1Ej!hf@fJV04+7(wBt&
z62|~5?_kQxuc*pnn#QIZ8NFC6EXNbkLqm0YXJ(1J>t}YBqGgE~W0<B%&QXlSs>Xp#
zvI`N$767$!ci`Otg`$PQEIXKid`#akwW9deG5tf!m0=;+vME@yAnYy;GIYjka6Dlk
zN1M&N@QXMw>hj+MH6Zaw1|&K!Rk;yc`664nc&|gO=hSoWDPixam&LqP3NVWcu=4*H
z0l`YNKlD^*5k`3DU<=vIM`}h~xe};AYIk3HP^4Xu05u0<6V@?K){i4A;0DsV?@V3}
zpEgt80$Afu1~Zm-B%{c-I{ZTj*Z<SkpXmj`rN`)a{5@GfrVSXGasM5#Fb|&^iP|-k
zgCLF|1X>aLXNtnDD6zLLWbb9+%1GFjjBm^(IKXNp26<+Qy?J^LZoz)j3Lg(Zzej%?
z+5nd$L7WNRGiIKH^<F;#6rdU#=!;?D8uP>-Smg8s5b|gjV2osx(vFcB5%vSpxx(L>
zyZ_%_v!P<Sp53ud$Y^QI%p`2rXET!39=y64+E~dtQMs*I`FZ0_2}XtvzLjH(_2J4U
z4ZU@aQ@ThF|9e5B@j{6TMd4z@=OwSj3S%f2dx-CW@!=tjZ@!Ghz4CvB=3x2eE%?Sc
z8wDoCs*(nP21wLzx8K~SCF#R<0d}Bhvf(-gAOE*!dx8W$^k5FqxZj8~%fL+$m<b^e
zb_FCELJ$#l#KM`C@<}yr=&fqp?v$eT!ElebN%U=fN@<Gf!W(Z6>SQs8EQ!?845A+4
zyVO=e%u3|hD$6w>B8roHAL~lpjlm`%A~+ifU3nG_(s8;=L14ZJI>ly*lBYN)D)KJ|
zD2j0N3W3<vzr8_xR-^7ez)KaZONo~eO%BA22J<ou>&VEy3IfG}GC7cp_p%STiWNC~
zjZ^j`El+GR+LDXF)?W%;Xx1wM4q=?9mHFPp#H1hwG}1?C8aP1N53~gkD_)T=fodGe
zvxuptgQM}!NuL0(6|n~dG5c(x4b%@SiGz<|MzGSBe5Bv52<hXTxn8&fWD&Cxav&BI
z@@deGg`Qga`pW=h9>yY>{9~Nsbj-o2$C5b;hlb$Har>^;{mF<NPIL)R)LQgybH;1y
zBil>e^@-p0kN+1KzCFQmYBuIxVcD$jAywj=w=J2(lxHkGW}9E=kzRPor&hu9uj9#E
zQ&IX&3A2{5)yvw7)v0>sV2)<rD~s#g!5wxrc60FQ!%SA&nz#8w@$JQ2YeujKVzc7o
z!<zRkYRY-g>df``$7SYe<Ey;p;I_k{;M*|#mD|VBm3=9RRloOFo=Y0Wm)kpwm$l@(
zM4!XT7YA2oBe~g=61{zv!3}2%36AEgZTBPH&A|Z|>tkc!K;*@Mxs3nAoc<W%W}&*h
z)%U`6jNxf};z?#T=kDfaq@vd)!0&0XdE<9J(A4j_?|n7w4L_f`Z_qE~encC42ETMW
z-l^5y%3gx`irjVYamC5%{SKmaO>nvSc4Vd5e698Jy0zJ6`&-nSRN%vp4F0y@rw3%4
z|1EO0?J;Rg26;Q@inzI$xg9fyb3gE(EI%I4m+?ndw9`-pc&7{krFKs}y_53ABtBl<
zSp-hqSCt6gM<@y1&N#2>qTgH2JS<N?e@xZ4<2OyoZDI0XD0%ulOX)JNg^ta{{QEig
zt*<v?{|TGEF(S7yV)r7p3H7*)YX+u!Qg+3009FY8Zm;|$F92AmSsLogzP1n2>_gqN
zx7+!{qf&XbNCUmM#yf4y3ypp5_;0~HV#Yc_<uxTg@UmquKkt0&R#H#Q6ZN1)bnlNg
zqlx#VkbWa9)8{^XsI)cPcz1-QhZD>D;@ClXNw3}I&B&r!)T~R1S(rfU$P8`WEDEbH
zG?aNyd23X^GalJFt~IWkb6L?;;)#y$UCH8IcuXurV%!5CQ8;}>Dlgw>a~-DrSCM|(
zcDIDf|GneG;UWJEje|oz2+^j7uDX{ZWr^V6;Ar|MZ?X)pPkNr|`d+$pC{wOfQcYC$
z1Ac7+<sl6}IzhoJ9fku%<X>3Vl$c+iP_^-t&r7Ez!)iZcaxKWL3x{cK9WGu^)%5ar
z+eeagyFT_9WrHSuPQPGx6$W=ky>dRIFwy9miyF1h#`SYHM=ryI(qD3-c%pAE2Fsfw
z<D!y?a>b=SmOqZ(w>?twOVKo3_*$$_baZqNWt^HfdG2ohU83Y$Mn#{@dYv5nN()pn
zlE|i2pPj4I{q&q}n0st7xBi{{$Aih*xE<C}yxhZ6`puIqNBey%I}1!=3<|8IA~qQ{
z7>i7@84gK_z-M!dblPEvDs!>`S`Br<AT*H`xV0fS{sD79OWc_+ONL#Ffa&|(q^E5*
z5^@9X>BJWj4;RIiOU3OZ5Li-&ATTu{{pA+g(O&pM9g0<{a{t((>7kuv%6s9%xg`JO
z+?B43meUmsK=-mlW>KQ8A%tV-6j-gws2T$MMNT%*m(#|ga-N_kpx}dnQ@Ny)Y~nY8
zw2|C+hY<n_fNF+4=@y5u*p$7yUH?E=F074EtC11bKtpzOMIHZKPK{`%;VrXzW{bF}
zT>n>#<o|*_y|t7H09G~YF>a`sIg^4OZM4ByNpe=j=j5!<$!(w8vOZ^3Bxg`Jg#8}=
zSJL%CLvwOMLwMbhdjC?5;7XP7x>BUqAj!3)!m;Fs<M5o|^egJHro70K@}^i=adt{#
zBr0I05mp{i*;Z8977+tWi1_s_x3-yk3y^O}Z0T0{X12l@<%7`G(wbck*g9HRg>}+e
z*E6ir1-pB|7itfI{APK32lP@N-djDtezU(N%zY1jcS<GY@6z)7)&<#-)_GW=)Z0#F
z*KqA}H*5SM5PqDnbn3GDwB3W52}A+?n~|xEwa~t?cE78u-;YUc;r9Y=rz`ZCz}vP4
zkK2`830HPD>3j&HJEyr`rrqa}*AjkgY9kxZh`Tv6l9FLPXSPiBG4X(@hK#tJcu5uy
z#gTM>V9X;j_YWYy=<aA8%3$NWS`%NB7`y}8j}m+loe19gpdYyMEB0a*^FB&Q7{A_S
z#H^lA>baM;+-A07oYwB}Yh0i?2n5>RCO_KRa<tvHdw+n2EvG;Cr2>BpT@1*A5xOHo
z#dv@Y14f5HI6;dd7;;Mrak5b?G7jgkMz)v`0mh547oWkNs?R-#MJn@L(M3EJ@WN9g
zD+|R_=?EIQK59VF^bOTz70pvJfsrK#uS#gx2)GW|RDKR?Jl`aa_bZ7`640F$(VwUa
zhZo>n%FgMT&Jj6ih<F``q?hN`F~};d<yE*=I6}vn=lA!Q4i02te>NSB4;-?-Vav;7
zl9%^#?X_zNYH7XD(Ggnblye{dM}kCO#EjUI+4FdZ2n%I;(P8&0b`UpMKu-ZHJT)e@
z>Q`(@R!KH?iN$k~GLhO3ZAn*T4D?^Lde{+|;5`iX$<VK-g^tl+50-nN7P3=^4sjNS
z2va~c%eMe-$cS9bE^r|VtJ8OZ?F^Z2WC?op$O@&Rw*j<UG6ir91m;Z#iXXs6bw|e;
z=@?}o8eNukxl*X+=1=(gdh{0naeqL;4(e&Y$~$C4+@aOWTLWMP7JohqzxiuKw~!3d
zHb^eCLV&s;ZVC|dsfz_{S*Q+W+5*U=Ad@)=Fj%meI5?zPIQV!t_?S3e2#LCQD=&W;
zzw`V048MznGC~lqXYvl^IoNm;gF#H3Pt_*M=wv3hcN9Ku`0Ok3Ipc;~=hrtFVU&27
zJNNg0ef<=h8Y9KTn5??j{wKO0G8kLYSkg70QdFlm1l<^^)X_-NdgUc#ht_h<sYF=+
z>Z#MQG2|FDKHD03#)B_NMM`Esfp<Y+BKC$T^W8w?jR3ttrJX^w{i6HUQNzWJWO^9W
zlIH91G?G5UtizJR_2R)x4ehH*jhhKA*!}vLKIuUTU{CY7Q$u)OnS0tmVmVx9NY%Bj
zXv2gyErN)mvb^qfUgEDH7jDd!*~mL*T;MzvHj**^0a)$L6HRsxjI+1r$;)jMaPNbk
zIeW;zP-158a&>N)D*@eZ!$vs~L>dr?Oo$Dc<=tX&0e<&bkQfgxdL^U)s{9mX0o1Yh
z9^vOoaJxdbp+xKyi&iMegUcn?5plL8{^k#_)*q?C;6A5~(Y=s(G1=zb2oScFo5EWs
z9W(e5W{hAJo`NA4XV*`o#;x&#hQ-?R>q8RSmpsmI-?*%Na<>_}sB`8{Qojbj=;s1W
zqhi5&#40ghOa!QoYynM}C8;i?E=4rj#ErfeecD(64@;c?JEEHm8zZ!5CX_(sVJ3_~
zAsn*PjUGuK1_%*lmMes6;A1dhO)%mqKgVGKq+X&SQGY%I<_oZm?K3Bn2FLFoZW9Wn
ztTiC9RlQKRS&n})pER*CQc+z`QJ@YC684@+X89)z=)acUHj7Xwj*?AMhHX;DX*UTI
z);}4O2xM}*Kg1O^|82i@VQI|PS?qILo9$tCs_uaQCPjG`JvA)|w7<jlr^<bHPD!BV
zYhfW#PMNg!Tk0K5E`j1Pje>ii<YaKCEb^}oQuZQ>;t4-Ciz5mSIh0A>ihAen1Vw&K
zAr@t2`_TgTYy>i=K^S!*K~@w!GHbyFLYOn;#j4&z#piE+nA^gmvV;*yRKIW;jf-R_
zG1=5J((c_<S0)Gc!1mG>|G*M&5WnaVN!Q>lyMplz`}5m7py+$g$iP8ktHFr?WMO|W
zs1eYkl^Jj+?WXA@DxgSZRi;=f6}^g6*o!xS2)5|Z(HE$~T50#K7XYAeamfP}3hLZ|
z6)cIY^3m^o!SY<O{Z5zY_;RICi?KAbV<Zg{c3%?^JWzwHStP4x5%L={C=bEJAR+0;
zDdc@8_xDq4%J01w!@ZMI@S!a!)y2r8n|4B!EC3{LT?L2o2aN}xmC4IsJ60Wpq;GKc
zcLrFT{bt<&Rw2R)@)SE7U3pD5h$BL*O*Y)HH#D&=e}@*tusdjwO#i|yc^<9{FW~z2
zhwE_9XfA><v?u+HJQ@79*H!9sYLK1OR#e!N{~P{e?&C4e{U!6s9OLB((q9*NV_Ot8
zr!pV7*iRL15Y}0SQNltrDHxS5rmqh!;5|J@*l|<#f1Su8d3`8*B_4RIuCwj;DV$^R
z2%0sRjX|Msfc6qdc*#OI2cn4;PR#@fAc$|dB9ywiTJgL#@w|VF`x>$~p^O(^ieXvw
z%MyJ?RvvSWg0&+6jl#$%ncB(gPE`*x9qk}Amngr`u`dJTX;qI*k%P;Ig|FxF9_R@i
zE_ZN(YyqY{AYVh*G49Arr5UQ@7!)(qQE(LoBuNRAM45x{#IZO)ADf6CJ}Sc?vLGw$
zuD?()FI7*l0ICCxx_B?YL8+)8&{8nYzit7TtzE-qlrO<Qkx(++e<<)hF5)?BA>ckM
z5_%8m)E%1FU82GZ=U&6LCj?>3sh2{>adA;x!aXb#nBGPvLpn5|S_PrP#?ZqA#el%n
z0!xry7>t;TiZYak6%VVdH<L*w+J)&F9F3CLv$h>EV_<Ako`HFs!^)22N{{5qj=P=c
zx;TkbzW@lFWFr6ZphES$Sum_fZhC^F-9Ka<@6jA@(fr%OS(h0{f7c0R!kWglk?u%=
zD!uwdzaY9e;hb3ACrN_7A-49{0~R-jp<fZ9iXADzCD6l5waG+aBO4v^W<5?Tro%>d
zT?pNZA~XYEUa#O7BbQS3UQuKI{bF#X7FCN}2qF$`+MMr_n2mG;=57A*ff12%2fX79
zL9qQHSV9rO!&+3)H+aQJD?jLXY={L06XYi{1Q!?23BV=U;b(zMWXhNh)?$>w#Y~Op
zVu1-vP->=OU>Wu_V=~Egv~~QV<_zlE#@OJpTyH8!R<k6Quv0wFlVX>!>xAtoMx?~4
zFi~Vg@NiM`m0lU^9M?9?I=i)YZ{p-As_o!s6YRb?x6T%^d--ehy$+t^R)mOq==fM7
z9Dow1W%5g?kRmLxQ8WdvGCTW?3h^UwvkPB~NxkFsvJK=Myhn2&i6TCRQ^nje-+mS%
zEf$)})wYHY5EK*Ggu1)`X}>D85iVAOzH)*@b`xvnpsDb&baj71f0n==eF<iffX{~%
zKasxM+LdR*ut`?65B_kr`bi{LiH*N%*s0dn%E-H(DlQjL!__aezxrc&D=Z0}ThWKT
z?OT%b3tQI)WjFwm`x)`h2*c}{O<5#Z2Jy~Egq3uCca{HA`qLnAGJ_~ebru~2?&Pfa
zzJ>jz3IX7M`x$h0<2#m-e6)p0JJgmdjUom1rv5#mT9E@|^c7)u`@u(ntbX*F&B>DP
z1ku=xAH%_qN-A@~2Oj^dQNp7JhI~cT-`+kJ4!HpT#O~ZO6?oGN{z>^m3W6UR6J{~1
zU5n<8ZduhVm-lV!*`_v4It>PR{I#12j>&gk@+~eDF_orvG0{U(R~7CM%p3z6-W5hL
z*je!4)|pGe!oO+;9EhfcxW}`I?+|ZVf4RTvmEH&7kN9bT=yskFaX--OG0|yW6y2c?
zVugEw2CBb9l}MLrBmWtVc>UgL%;5G*|NSwe<RiVpPFU3;19?U+*QoJzfRIzyjXyt6
zg2}?Cns3(HCq+lG6O+Y&=Sq1ZxxQ{S|3-eD@QXhN2cC3QH1h{7%-oh&@6Ke6+W%Mt
ze-RaQgU^@!bN<$sWF`~i4y#L<>U%W`id+(G5AZ!Rm@1lWYD3la*;R?LUD}@&k7tVP
z54rpkUjV(owD^79oj6<1S+X{lYIt0!?ptg3eVC(ENA{k<_t)~I5%qmQq&spopUoxM
z-{b1{VRt(X%}0OR^_ikLe!eT2V+rK<`dv-++wPNcfa&hZ?TvKPhmCu*mguiz6@<ZV
zfmcI0^+6IrkB3X7=IYD$cAKN8ncFM=Ypc!3$EYO4)zyNzSpbT5NBTZu!=sS550}Bn
zqigg0cKBtQeQ?X|S&lKOd18DUHQh(Ick7yKe;=g+eMYb2^Y`hb7NnOyl3^2?Di*Qd
zY=5OH<Z^bLDDi3>;I1Ok_U_{yiB=noHg1xT7V}t$ed3-YFJ04V^HUm0Tv7W2@wTtG
z-GN$&R=&K|@iy~+E8W)bxkc&4z$51K2kQ-WGNtCSU%{SJkfqW|r*|gM{}#Md4Ll}C
zZ3@Pdw<6Y2%>}wgu1o5n5ERmv);5{YHC!^E6B(a;5pZ-hGS$Dl*A`rU%b0$g>$CVa
z;W<5ZNqM`0(M(`LgSG2POs>DthK$p^Rx?}K`<aJWa>t?c3SQI3wg5Gw?Itx{+B!Ow
zFkBexS8->L>)w%>oI1M2mRdWdkMcXK-C~bP#7M?lUo*r2CP1B>B9D`Izx3yxY=@kh
zS}?s0frkIr9Sw6YU49k8!8a0b-iXJ>F5=^<({qUW{kikB+|Sy)s4n`vJNUcVQbK3$
z<~2|BVq_eZK7+Wq(S)wSWQxz3%}o%NY|T->!+gszC;*28#L;3<CkfmDy2bcs^qd;f
zDH)JtQ0M%4DIH?~8qy-h()?qkJ5lodFNksW$7k1NRRvt!OT&dSKfv3Lo}cCW&hHxo
zuBa5EQ>t^VSET;!KC<zdwfOt3Bi7f$zJ87Bo?{>+TxmxIh8M+IQ$D;Jy(RMUHW7C#
zZEoDK@q68kI7+2Az9~1X6bm}P*fWg7fHRrU2aF^f)y~9|Eo2KLA|#HHe~O>tB*g?{
zZP5DD*@sz1F;l?B$W6+r4iTsdsd8G^FtxD#XgF?XG~pG~Y`=gtj%tiLbdtq^6UTnX
zlaC3@Zq#C($qNSM!OeW8subxdMw)itF9|s`++vr8lPI$QQs5om)sxZit~@oE<xtIo
z;O;)x7$*pz)lyvFMf`-`BH<`Yqk+O+cw<hI=uP5Ky8b#8&w}&Ag3Z9Ig9u3xbiSxA
zJGban$e7(gwL#Cb6aZCn+y&2z0vap;J&1?Q?!)JKJQbeuLP@~c7MgKrmnwx%q@+)i
zq<s_J1Ot`bFiTe$u6Q2jkB$&KA{=+k68R7I!xm-|nx7(<RgK<s>REVDHT2Ab!UQL|
zdqy#J0J^q6i3Sf!xU%1uWFNdYqB&U1rU`K7m1?V#HjgU!R`$E-@7(nG%w*5JviV$B
zPygs(*Tn4N!s_hbiPeS9*@e;G1quTRV`H(*oTY3kV``er!^3Qp$((A>h?;snn_9vk
zTWrBVe91_xJK%%&+4%=jya47d`Q5RcW*)zVVzr#xlMzlnzKRN0DesnV)rVSZ5gU1J
zj=LYrb0vkx-M8RhAF8)!juma$<A&5f>wV#@I4LbTE^|I|{oDR&)Y$Y1*u*D!)OPph
zcJkY02Kd(8&)skDe!btGxqdZq?ePMU=9<?6KiSR+#^yIeZY&I~$-^2R*Y%UZ1yI#x
zKY#zt%kw4I-ahlNrGFKt%RwHlo5!sZrzc@CKFZ+@Qa2B?3HmQ9+UaP61jXT-k(r0g
z{NG1W+FlU4pb-3Mv6fw4J_*2j(H(K#)>gT?O1rYc+#kGmM0c=9<s=h$Z(!`|ak-G4
zZOzK6=I5uIWvD3Oz2&mpV1IpZJTUZv$Lx!^gg76EZ(_ZAbXr>e=i27VnASG*Sb<@$
z<YTBaAQPCK{fdT$j6lSVc!Uy5#N46qJ~Z9D0Eq#CqeE_B1nY8ppi9{|bEyUPMZX+>
zb=GT4p(u=))X0>=Y({lm@M2hKi8PK*kbsu%OT8%p%{d{=_t{wFgxa=NvS`|`f;48T
zbfzj_O=C_lTphuRsd%LT1!boN-%dN`e8!)D7#H@$dWcNKd1W9@MKynTxU|2&xOX6c
z7ama@NnNG7A;a;T>g@%X%(Ic{ssS$qRbT|KbJB2dQFC$0rwiar2X}NR7-A#B8cR`Q
zuCTht9C`vEXNt+@^PU!{6uqu--7T3+U+T<4Wat1Y4ciEBJlN8bwWbCSCCjg=d{$MB
z@Ae1i;TiqGorM_0_g1rflm!E$0quu_{SOEB9}Y@=3q(ZK$Ml6qN6fF~f3EQSBucN_
z=m_m(8=hqQA`-h8X}qN2#OxG8506q_9`AIk`{og!hR=kG2gbok2LB<^x5V_cnO{^y
zj|S~^L78#RS-<=tM5m{2;OLxqcG4qhpK;Guj&HI|(dfr>einOs@%rjU?c&_{05u<i
zTlof4j`(gH>jIM%)s*4KMfIejLqbrKpyMfVdY@qmpf|H9H;5WEi1JvtDXgddESTS0
zZ)jwEb}1i&QAtIiV4&q>pk-p96<`oxGLMSGxp(_2c>Y!M+*0%WYl_>~YAbmr3P2<u
z8O{hP?zh%JrWL8KFS(&dP7$*dZ98nMY<q1p*8<aD4M7Kq;w6bjTtwL_H#D){@A2xm
z=xA;0YDtESQf#q(u^c%sW+h`ozdZLTCbW+v^cN4~^>3oLkCgH$W>#N)ow8kuHE+;_
zW?Pqo*Jm1W__bucX!LSI=VD5a;zBo~={@?#16drJ&dBVZ0D+k-+hSVVUtnuzk+D(F
zlr+UJztvKI$j4R;seJ9rhMs!$1Va(><2!rFBOYDj0hNK$nvh9KMOge_&3$|~!GNWf
zWL`lS?KiAV3WB+5v>&#psYopMi!6S|{MVIVDZ=SVu~N7`81Q{Cku?%9(E~J;J##mw
zJ!<5ecMObvIS)FJKUc%QR>M!L5*+ri&KxTiSW{Du#l2l3VGO}X$7hma`*7Q0!2x=t
zP&!JojTI;avh|X&jc}TYSJ*7TFQy|tb5rP6u<%k{JCf4;B?c+I_)+I<8Wiw2m?oj0
zKWH%3=6Ia7awy^Lx;KwGIeN07917w1jvvO^1sO^(75Xxynl_$WTlvyoSPL>9F_GVV
zY{hUO;7vfc>{kQ{1jWitlz-h^k;e@Np)-e~?}M77yP?oO-J`P5ttfh|LMf*VSb5I_
zMlrGV1<6bPLQc?L9drXbA`|$xxt#o;*&d=YAw2YIql=&rN_Ikxt>~{2<@U{HEMZc0
zGFLOttCi{SqwTD+?yR!ctQSuFZy_Zv;R=15RVWney%1DvLr?58n9JSe^Kr9b)9I^o
zvrpy(JEu*l?T7AWuYyNM^IDBjXC~PesP?Z|H)4p?hbKFShCzHxJp^g&o0GG2d0)(R
zcenGd(%`-D_9v9`2Koeu$hyFD-#ceQVD7g=buy;u$>WOST~sbna4qCh<hw$66!@P^
zfJ$s;DO8z+QDKHkhKXpiJq!sMc;E58WLV_4Z>;wP^&S&)!+gsQj=vQ}ZDqGvs7e>k
zf-UDAMWv0D^%O$<@WdY07G^(E&xPho#_?v2B04*f8c10i>GAp#ptRBgp)xdT-ZELN
zSevLXcu-O3xq1_OP|ZE0d3)<0w;wQC63}aZ_iHHW5vY2H2?rEH;ek(-SBh+|u9ff*
z^j{cXQd5;4&|}CL7vh~RS5*dTZBR08Hu_SeIMT9ddH5G7LbVi{Y}Pfv2}&Ers)R!p
z^ZJ2zM0_h>ef9INsQ2CmttTS<#Cwnr!0BLLb6Dn)OuwD^__@w5O6Bu?CrlK+!Hkf{
zG@d6w!YId!q3|eXNm+dL@t+(&wJD~5;+523a9zun4BP2S43}LdI^(?+6Y_Z)2zRFE
z_V#j_pToRoY<5~-|JvClkEuA55m&-bp?^)T4<WcQvE&S5I1<$u&x_M8bYJ}NYVwBO
zi*|BQzm&@$yCqn2`Q)cx4yIk%1%awNMepJx&mZr6>l3<nPGA=&u$>d-dn?NKcHs9!
zN1-E5#OShig__PGnHW-cK%6tMGFEswpC%+Z4e|{-@6c^GS2Y=W0CkGuG<fg01oc`!
z6i0hd1g_n2G~EOg*jL~~Hb{>=v*_fC6H-{@P>z7<M8=aL$S>la0?@6wXhCM!1Bws>
z6+t0oU0I?)t+W0K?+siQPKxP(Kl16=fAy4%!xdmqVw|anuN6`Mkpz5^8W0;eK*xfL
z+BXgcUsn?-#0#GeJ`)tm3r7X&=t5eQu_G(l|H+_K0P|t4TcZWmTjkbU#m-wLwp$nw
z838D49QA%?N<wD)SbR@hr*F<%h1Sv4I0aBtB4JKjOfx!X7ZeLc!$ofaw7F$sJEm3Q
zi$eBLj7Mn9f6P1h8l3riPs@e}m(7u2>q-6zCEl_a2JmDh61bD=(zDH&jh{vRI%IzY
z#=}8_{lL0J;y*Of9RS|wU&c&u#?%L(f@|^}a5Nry#`vFK=QArxB(^0z7NZG?#;!!8
z=&`{Leb*UnJq#ez6VgC34)8-aWxi|uC+4Tpgisa8<H}PZ89zS&MGs{+Wl$sn%27bd
zM0GEF@ZUE+kio*@r5pls+dT01AmsN3En-lKe%n#W+p?X%INFo1!Eme?>8nnE+|7wl
zbYy4F1F#L_4#*vW?uZ#SCD&CKp=77<%3g6~D8b}|fR&}@d{^o^c2O7hb{jsI6eWYZ
zp@C!jpV5!9tqUzUVPb^h)wCi^v^w3ipX6xCLTN=|XW(oFL>S0p3iY+DAh?*B)EU!#
zX`#MG6iI`=#XLbJ_b7T{xMsy4fypcxosl`j+!a=egb1g<y?nj%XoI7*v>{)ewz)L<
z%uy2Y8ZUf4II~8}jy463T3E9D$xgNH5SjsHHgd@PZ5idA@gJ&MaqP{u?1`)+lt=+2
zj85r%{~k=!zuIiWqX!A9N<Q;o#p+GD8}MQO4TUc^=b=1Ds<YPO#--@}qlk8P^8V3l
z<oEOMj}PM$DJx53x~N+`kZyB84&yl~i|a%Zp-sN@C5kARP+656Hf_1>|BGahIaj})
z%BPjNG@{{<#Q=9$;ynvaX5Ij%!2xdD05aT|U5M}<6!G6_IldGe`*dHB&H;+Qff%a9
z3j9IWg@i|KE7lDDlh6C<5^@h>lcTAH&=`EjkS~M^T*&kGMQxgPpO;&v35aLX_MgG{
zqn_yOh|>;m1!D)+CZouy?>p;t2LLr3e)SxF&$<0x5KGd0mZTwDIV4{>@GXCi$44$X
zC&XH>rJF?JbxPvA#zemsK%XBNa4PlC)*O#TeM2l3%337&n^xPq_LPIBzoOai=kY{J
zqJE#m+Lx0c|KeLy`!&klhxR>5<c-tV@0(G3c6Aw1?|{v{iOSjZl<tu^qL)B=X9n?E
zA<sguJ>Q}A^BwNKY(B7K%XDP*(cwcj@LELAYvyyll+MTE@|Nn#rrQtQMK{*WyAr2F
zW&tlg9<Qtzn@hDkKK@8Tz^~44)fobjcN4cja6mAM5ja(apU;-Lx-Q=xEY|W@5VSS>
z?(3SbU7qBz?~Y3CiTYQx25wIOT4H~@Dju}CQ~A%D{q4&8(*_R;K84eNs|fq23^S9a
zi-W=O-LSb;qJ#jq;|KmISNMCIt0CH#!TzLLJu7Q#{&zo=)Z2p}E?oK7;C(}LNCdpP
zUE2RVqi+mxcXsaMa}pfr0oP}Kxk_N>@8@^+8d(&z%fEamE#p?_cr=}r((R1-{CefD
zExX5svCxf<>#AARi{p-qnaA|9`J7Kx>~0Hr;Wo)xUz+&6bXQAiu^p#WUO1J{H;^08
zLKH2HKXxa^?_8~vHCH9t9ZR(FpX!{zyd$3g>t5Oy>bqO{s~J%p01-X9wX~JGH#+xo
zEmGfz{UNzz)Px{L?^CIGp6Jpq-^A|OiO6axGkkPs%p4r(CEei<F~a}sM^|h+Q0H)H
zpiUlbhNWV&O}7NYjXu6Ue4$rnq@Ui@<hw8!Iz6MvJxf+$q~G+SEa0hFg_xFmu1GiJ
z`qPLpu;}!CI7a2mM`drKXQ3e&Zhs0|8}6J84JpZ@2TN8<4lZ>Kx&nS4aq^#XaZ5$L
zkKf!(?CP3I244X4L^YJjqf>?dq73t1nr5te5E{PO=U=h^xd&dNRY8bmi17<ctD1k-
z2%oO+w~9Ga`)AkxnEN(^(MiNT2f}9J6a(NXILXbX-l?LbOMHS7C^y<0?Tb|Hi!|*^
z?R2oRsT;@~s9(k#DS=LG^*Fk?lBFirsDvN;HbdWgb~@M9rFGid>CE%-tg*bZ4e^Wv
zl&RAi^h9mBHPC<dZNm{*PPjr#N7X(b{Oxghec)f~2;mPdl^plm&&SK@)pmbp8x)6_
z<#zlVv5j&X_ud(Ea65PymN<zi3azL!(`QPeO~OJ7?WfsL4JdIzFcknr1r)32NMqXK
zDY#f*MS~5x(jZnnI@F=*ydYlm6ZCUbXGD2@kQgaz#Rf8!B}lM^Y!EOZ(N{6VmT(7t
zZ=I7`@ch|BbBx9il&8aj<)7}UKNw)%%Lb9Ce&Dvs9|)<@8Q%J{ElTIdx84<C!O8LG
znFgd`uiws%1u_F;1|ng9?Fz~52CMA~8AE$`EC>M!kQz3u0b++Cjm;0A(Q|$eZ*s(R
zX3D<KE5qF~V2RI`eQWkQuV~onjirZ<D4i~me!}m9@(%6Ya}nQIEi&@wHsd`8uQjz5
z6^+%@l;q`e3X8seEh--^;AC)c{CQa`;^kFy?REd^;UillPI2$69k$+dyW&}jofmrP
zH+8dbZ@fo|Zuk<3&@fFr-TwIacwe~tkl%d-;73@>!iX6=tGncw<U+f`FuE`?nJ~gP
z<Se5rTtj|Db&SmPEetG8bk6-XTtA`M`$x`nh7Tlr6;cq=|0j8`-|%vGI3_7U%`m-6
z&{^Bg&f8McP}eI^`||u--)NrGsYKw7*3tkX{ab6)fkf<J(l(vL=<qw`v69zgr6c_%
zYqj<7)ZZSiE`I~4EONgen*%dAiHlFW!xvMu=aTZNrDnu}>TX?5|3>|Rlqa+`dhHJR
zC$$A#Y&QSMmkqi**^hGtOFtbjln9<6-8WB~&m|Os8lEE_X79Msu&p+4a+-ZsS6eSn
zR!uQJ3bOUCEw|l&3^<x8(<FYWWDXM)V2d<?J6-h-(axF2$4i3SZa#5=fH*iOrgHzu
zKV0%;WEQ9VTYv0+R6kW#ANydxYvKR6ZQVCkU*kPHlV4gYu4OWrnPHw=TkqR9x_nLR
zUG&|>q{YT>`e?qRfC{`Op#Sn~SXfd*LUTk>Tw_F9Ru;1yBTC?(5bs1t;9T%(Z{PTE
zAC={2c%kXrSwB82sB{-r{6b)6ybyGcj*?<(AIUfz8lt26qGY(*<Z9NhU>Z8YXetMh
zT+xB!EIVP5>5av85ygo`k#$8)brIR=jU|zdv5}2J>DfCZ_b><G15x%vqLGlpp~L|i
zrcxX1Tlv?tysv3(Db+B+P7swCHH{bvw%nLrA=Kd=)8e#(qHW24y$<X`DUg81`u=6l
zMObQ8N>x>5EZ!FYiwp#9)xeP2A0>`)4r9Fs-WkT<0RvP?Fi?d+5IBrjmR1l|io)>U
z+I1$$eY{KP?-?4Ore*({j7Q)B%Zlir!wWA`hW)7}tgB}J&!!#i=^g9tmVLY_N&CkB
z$HLoW3S3PhRFSD@QB1#u>fl1R068D<a|E8nBQ1FUlYF9d11@2?@}Hy#@O;TMAV0BT
z=zL6+7;@O3!6;cpu9Tjf7i2LkO;{2@OhOrIIMxp=cfns-rfl@*IloH0MSMp>G$8@R
zYSd`!GAz$R(ToJ5kr3QyQrryOh`5MQMY+x{NM{#lqwvE<YJbQ4UV(23l!cdol?PAF
zhz?_uB8tb1uFB$d|ML9!UV}j7f}3S^M)<H18Ce~aN-~23)K<ML)&0dZl<p|v#ViK5
zhYUWcjjV6Zo<G%vrEJ5&`-Z)rVvfH=-*brn<edNg;po$RT`UhO^WJz>=g9ZMTT;xw
zKwv5lf5Wm#%064lz6sN(iP<MoSbbDcb5%EHyO`&%Y1Vdm*Nw)uZ;4y$Ok*33B&;qq
zxq`0XH_6W*6ix*UcBRyoC8V}rX{~Jq)<%6(z8RLr=@vF03%T}f2l4$5KXJrtodrBP
z;gWt=><GqP7LoAPR^6j0goeB3gJFwtx%kYCGDjw$O6#Ec8$U+lT`ZSa3MLFI(}vpv
zjik?=<=hy#+7XEZ82<0@!t+;zWD23*aW$e)t!h2&hH@fLW754gwtj185HTYarB&E;
zL<liDe`xY6Mka-Z({x;!PgVk)Apf1HBU7?A*VhVsWVqj<EDDq?qnxVQ#$O~WL~LdM
zUPS0}Q-Y1ijhorZgXqbkzwgu(mC<GpV_PlZk)X?xM^81+)}ERLM{<DP>7eArjO2{b
z*s{u)B)eaQJ>+*8h)oUON%_D0iXX-WGUnI7-n>9BgeFJgPlk4)jQbD{)Iv{z0x$*c
zp~^6n^p;7+<ZCo9ZY72+*0c92<Hw9|L6xvOAT@~L=MB^vrArC<Y}FphL18snL2eUI
zcGP6{=kZl1g8`^Nw82cZnpq=X^DPU?NRA~6oY4s{xCrYH{y9wZd)fcD(4!u9ciVaF
zm!;`oD()4ZR)<s2H5li@`}H9I=#h%!Qe6|Dvtp16JpF#+H6v_dbyd#a--nbmpqHAH
zbKkv@=HjA6*pBOMPWf5fyXALNVp9-RCe7Htig(>fXW%^+QPe*63yCV-QRw|0OY1>c
zNjE@02tq8^8-XIRQh9J+HQgl>osV6C*Qo^P0cqJpJ(WPu&Cjas2xTO?AxH~b?m%Wd
z#%N%g_ZmDd`Kq`v_zM!s-h-M8x><RofJ~x8raeXFldnTi{JP{5IN0qXj$aH98H2gQ
zFrYR2{_flwW#NAt1mVJt3AAYY7x3YAJN3k=Hq&#tY5Pv6_@$syWT+FgUF7K-N;f|b
zWd;0#cUX=kLn`SNmIM-eY&fk_k!Of@*#?R$ugFad8{P1H5rhGIgeSX>{@s5r0rx3I
z4dPHuhyo`_!OJ)Qop6u(rTko5`%~~m_CR?A$F<z(V=`HVygSxwVjP@WC_`!pm0dyu
z=eJ0wVaUN~a_ccNq_V{)p=FNIkDuqS?_3pCkGkQ-vLI+KG{Ak`m{}?1wv3S&M3!EV
z7!q%eWV4Yz!$`acSMm$h%QI&ltJj;TH(IDrQPU_V)o>v*vLx5tZu&DS^Godgb>%$o
zG53w9^YUCy&>6;7RA{#2b^`NfLix{xD4{2S>yR%+Z}}i^QUwm5H`G{8G5;XWerqth
z+AT48IQ2rm)JQw?OKLL<qwvR#x`LmztBgY?n49zglncJY)t*_-2LeOW(p}Ti%fr&k
z%hJnT(!*VR)5|aBr@1=jF@)!&GYjT~J)@8XKTZpO?3Vu6#R8*UgOrsEG@pTRoIGpJ
zGZH`7rGKt_;RFalmyI$!Fks$*DHDAp3V_xCvhNF&{*%3Yd{DiCB!ERaXtJR{?aRJ7
zmW}-2rCQW8Vgk|PGI!xbHw#nYW2{mC!bZ7QLih-TLX_2=37MRt3kJwh*y-}_oNRm?
zX3vO0c^_b$jUgL~(g$=w^J^@q<Y1XPFx0L^g2niEe5k*FX}*7{e?Bf0R-ZDU<A8_t
z-)*;-=Gt&V(A0|}Fw(H0d6*$H1-4rRB80i$sl?t<kxX+^t#k3pv(wAlODoRxD~`?U
zuJw#`Os|X&clR%+ZOIsrU}Ic_QOiQm9hEu48_2?HERxG#v)y<0^*iBtN|hIltElt?
zCu#7x<dUuMOQ2BS<bL3H*)VZ(1^3JV(q$7*(gVfhxM3V7WG7dDm-zf(`W=v?9eNp&
zAdmIh|HGF_Z^5`8S%Czqw2Yqv1-8_CL(vf0@ufwvLVV0llyVAm9nuj+#XcuyAl}eZ
zK!$nf#w#vl)6uIOp80QGe6G_uk2wT)LwfBQML2*bI-&;Ox-#dM<RwaMl}teZMETrs
zu{l7|F3JknI594`$~WJLL5NA*XkFOX-w+urXb`R;>^cbcs||gq<tYXpG7R`+p3I7h
zr%}Es+NPXW1${aI*DT9uV5K2JAXQYt04Ovb`6pWeHR&Z34pOZJoReI1vmiUc_drBU
z4U(yIh`$pPrEf~YO0v&Ng3OEsM?f2lsA?EFJUtwG5~F{vRPWd*4G$6K2SYq%E!W{p
zop6%Vds~-F?k_v~3!}g5vW=~2w5<i2_1LTQqzd1%mg;eSf6MqYk<?%e&*2lLklzlj
zuu@>R<|HAyM+fj8s7AN;3X%iwh<}X;BX9^piVE%eq={)zyTY<gdT1uDr0i~O%0I7Y
ziMXUH<-yr4ZcgWhFC5WXy5!i5VE@)sk`0+#(<K)u>i9vrtLh)WoXU{6Qxa@8&L!>B
z<s0!|0QUabFz_<e*^GgyRPhKq(yrfqk|Toos?cMe2if=}R_-ZUnBi5Ct(<-u$&B05
zaYMZdNIOw>{{ddqa_7!^irajinVf(u*<PCogs#1n`DdB-l5x8)3l02{m9<avLIrUI
z8)nS(9RG2o!DXk+09-Xn^;w**r<VNr+BNmp%Z%j@gU}|Ag_p<Ettq+q*|y;OzSXoU
z;J?<S6izVB)xPh`LE&hI`A^P4TYv5RT*sM;4M%B3G-<Y5sA;xZXtx4;k|~~HarUq4
zv!AjzDoe2SzkuGz>t1jP<|p6H!zMipR!^hJQtvx@q@zcoetAjmbwRwSuu!YM2<h`b
zaFm_I0Uu|AA^Ni8Tw39*Wap!9b*m!?9k$3k=_iY-p?=B_12%{iH;7q-ZKP|s?&~=G
zUvm4CEXfYEnhn(I4HQMXD-SfPOjL&MYV>+==z8*Kx$)`va8F<Gtou{$J<<!1Y-Qis
z=KyRLB9FZiMxUv07}k7s^P1gXv88-Nl=QMrMtb3~>2R{5i62q5yGgn7<k~#izJGKd
zpA7^qC92a&OU_P<EYAzfYxp---nhS6+3qI9bWYGud<m?3ZsJn5?^=HH?$^mXsp%!T
zy?5m&IBGL1Wwn7C%!^58hx-ju<F~$BgZB01?aeO{IRKxwAYbGy@C3QB+A6c$c-d$C
zZ!ID5>146r6@U}$w=tQM*OrmHqCWN|(6i)e^*jwVe0$}+l=$NE$JVd+MyA~}iw~Xh
zUYNCnVb>#b*+k~9V&WgS?#irxxa1!-ECro(E}SUsj>_zx1kd`PD<ZeY_)MSRgZ-4<
z*6j?fPa}6vrzesRa{zVZ#o2y7So(e{tS`6$xwq5|v`~WEIl(jfgB!#z7CL6^DFF=f
zu)X8<C`8;%_5A(krry=6!Kr)fDB;`L<7M4SKjZU<1b|+}m}#XryREJF#YJfmr{Taa
z{|w%>j4CE}FWZv~T|aKU?Fy4Xv^9;{Qf{++y*f9KnRMsp5*q9&UZUKOnLJt1G4o4x
z?1y_NrOeGjK>MS23yr_2jSGV?7Q55w9lk+H6$sOfy{Da444VnR&z&smwsZd$b6iVl
z3DssLH;p>rdqL0eUP8=!^Xl$bVhri=KPC0}Iy(At*ETIvA7WnGN8p#$>RVi=Si+nQ
znNQzKB{M&zHj6yx_w!@u)xg)Q;5V#p!>a3``O{`|-LyI57^f)-1GM`YUnj<Y6j3=E
zct0>GUFC`tOvTU~H#3;l)Cs6-_+H&mlg1Ns3FYW|=n{^II0oRq-33c#`LFw~c9Pzs
zB${t2$?7RTdlwuOmXdf;weEHObZ(g*4=DO|&E?=k-P2G`45OtS;_@e=$X&?rr#n!5
zIO*kG0+y{AMD}G>F{v+yqF*xN_pqO^3KUVrEV%VVLntQ_Q!>A#)$p*}`mGMm0Op)I
zR$FS_?O!?1uI?<u>k3n+bfcPRvLBWbQBoOtskLDH^+D7eBm0-H@{<y!!L<HCmphln
zFY}WUq+8vd&d<i5-cY*Sc$!Lh6;?D>wicGM+Pm)8jreD<7X4M|ee_clo%f~PH+FQS
zD&cZGZ{QGF=lme>H^~N*2w#_IuOy@nZ2^5SY&tlEfU&$2^xSgYQ#O<I>U-zF8$Yot
z8v$iJfqn)~;b?OhTGYFqV2CC`8j5YT!TE(MNLlJ(r~_)?C{O_vaDxf}@x%KD?T9Ww
zbZ?33^?ra3Jbz*(e1jpBzaV;<(k1%_TR-o22L@h9UwXulwFfya9X3S)C*B3mrWj~L
zHc@R0P=!S&CRQ%VIR;gaB+2+Tyj}7EO$nO_Gp?+Q2~+n)Mn3@^b_hDie28t%z2U$F
zdyg=iAU4)WMP+f2D}Y?r^to4{7a=C0nmn%#y#wu6I2t)Fnkg=n@-_ZPyN@639v*fg
zBh%T~^z7`Csd-eXRfpB6;u*y(oGjm4{q-e!F`MY^EkL*YC0EkKv_)$9siieMs7-d9
zHZ+V$PTnpe;#EWxtpDuKLN(LQaH5d_JDbZy*H(DLr|&)618*|;jkBvn+zjOcR02%i
zo0zB^r552+^!)ANNsRphCYI)xbh6wkWfh!=!QbJJGp%Ccw8VD#{HcaX%+FTkAp7(0
z$ywL=I$M9e*|yEi*rq0meqdCRH=UICN&k7?Y+c@BZ{lPLX=4O$bG2jL_Y73@Y>W8u
z`XFI}#dc(u?z;wqs&{=~P5q5;7(I&jR2dJPO8kEx@=w>Bi3J2~^<?GP`=8vH2E{|7
zY3o<jmXRZ^O6F3&@at}N^R-|&?SV{y+vCZSalQE(U9gu2ygH}e%*xLZUcFRruD0wK
zxI2nsF=X2PZ;x{&^3_#avKk2aL%+*+Bw92CK8_qO<-ef<D~0ytpi-gNTJGO_UTr7P
zjw!v$Gn2>eol(*+Uv3Y$KlvL+`t%3#;Cger*7U*c|42IPu%_Sl?E@o5Zh(XzVk4wG
z1SB?6P-&3v5G17=Mhi%TNKQnMQd+t}y1To(W593U=lOR#wqrZ)c;DA~pV#?9t^GWG
zBow*7GnI?U6!*M*_ir<);4ZGlT|_uXOl$nT;apl}3!{Zjz+AUvVZR9XXCtu>jv8K_
zxk#i~K(L;%F#~;e+tCq%het+Ec4l5S>ZGb7m}>Q-^^v{#o~flhhzaWzw#oDxnoG(#
z>%DXqHE1Lu=AkrJZ(vyv3i-q7XDP1+biy6UpN5X5n&Jz-4SLc2QJ)3OD&)SRrMu?I
za5fHJev{<%^Si~**jBt}#%dF8B|<kZ(|tVjaY^RFW9PzE7>P2Gk~`F*r^H#NQsCRR
z9wo?7$Y(-6fln;d;+W`IwVnCh{n?%K(gbuIp%prBzy=$8jqXAnA-%Gz&etjrke3I%
zcp+=m1LD}}=Tp~~-^Njg{vtFhDvF}TM`!yna0Ngrr$!lC1WrG>#8cB@|IF1+z3TY5
z&cz^^3qK)Vw8<;@U-b0%!mkP6{+54>`&{>@FbsmOxe#R)Bo*cO<(0&he+fOyayECs
zyF1{`4eGEL&TzL7|2#SYTKf+S1DK_h?}6TBEV}v;db;X-NK@jvRC}-jLq-B4(E_?D
zGM6&OhHM?42vI!5c|SL!pg%u=MLiRbLU-Hpffzt!v{_pWSBSP=@8-&WEUM|S-@rg;
zlY=AD{oW1O4fAJ4s0})C3pzUuoBbD92xP%wg!bZLv)tmoxc!WZkVD51n!rnPp3F^J
z!kU{2{rtBG{kHLLcz~2#1WW{ShHh%@3-Nj0$+vBvLy<E$($Q4dyt>o^PM>yY%b4v|
z>~At_or!Y4hRSgh5ajR@ecPu3AId+Abf%gHzkZD^jkY4-mvZBzTEAloFZdoC(VR+S
zvMB#{Rw--yS6{V`^*npU!L!eMt>`F|_IF%#UO?}(UAeT?JibLGv;R_u8lUqtKL7p3
z<*4uMh=U7+eDifcH*B-8?@YtOxA>EvaBYCTL?B%kMzc$N_M2bdeL_EP*}G=dy}u(o
zjIqcXAU7&a^`7It{$#j$T=BBi-@lAiDCEm`DYm>BYK9qV_62H+TK-pFnnF>0GBrcQ
z^DlY*?i-zjOu)BhXb>^XK9<xmlY0idTglUI=aBX<UF~m*G*6)nx?;kf3+DG$T8E;b
zGNPp?o(h!Mqzqs@(w*j)J^n^z|LVcRmkhu#)7BYsPz;x>#JEi3%Wxkjg6r8={U9Ui
zL?EyTJ}?J)9nD83Cr{ngzm<~D!)DU_%Vl$IZ?at2Zf$Ssg;0s=$2V^sXOmsL-tLV$
zaK;|$y8CVKCGFa&Se1x3MYDmEs|0<4F(eE|){dftSMP9)v2z*fuN@Ugak(O!GfN-t
z{~DohZ}UtLSn6fbT1L-~0zexuw3}PQA|Zexek+<z2ma{62Mw=dGfpJ7fusL|Gx-8I
z5unfao8nN06c^AvZF7h-E4cVhqxjQh>(F<=ZU>%#0?ASRC)4Z8kOl@BL*6-Vb*Mt0
z!0SH2*Bk;7&k1E3L#Z%F0zXx{9DBW}LTiQSSi@wK<n0BHL3++5ag8)#H&ajw#KUMN
zXEdYfhoEbJVGMD^-;yHZob*b!-lu;{zIgHpJa@~U#Fm|kLyALU+gxIA$)tmWu<;W~
z<JrVmF)8HLp7A4t<X%Lktsm9j9*KQWZPY$CxO}`1$T`Y3gD<T695wj{x(8}6@A+8g
zHxzuJX3Nh}4Q%dRa%8BP`mLZq`SByPH#toH<g0p2Tp&b5GobCMi}I1%;I_toJ;XkW
z@Tmi1ed8hR36lg<zo?}fX1{8_62ZOT2P|ww&Nn<ZkVY=21nTaKwz_fLV|lnVi4g|e
zI3HayJ>o?|fAJ9EB34!)7&>a>)dP=z13o_C+_HLC`Z1oAnN_1dcQb%R*ba-wN26&X
z0)1c)HI)GsPhkUq%OtC-;efHggg{f{Mb=gj(MBsn*i5Tp{2%og7wkYh>OI{14{1?P
zevf8?H;CJ21x+y5Hoz(Xi9`Byhyviig2;oKR@bq+0;QhHzC^cz=Jm|vz+BkDv;!>P
zNkXimX6(b1|K9znPYULgl7mjI;01x7Xm0UZL2fV4K$$Zg1&JUGW^^1!Fx-9!rc3%L
z-E*}-VrN)3RoRiN+0&@q(`frweqE~nl~Tjq1J9TAZ0>x#hRoQ^OV#FQDT0X_F5=f0
zUP|j1yH~gQ*<nMjZ;iI;-EuOH_c9I-zO@&Y)eM!V))>^916c=)KK@Ql1wEt8`G;RV
zabcbLBRYl$B&D@O;nv>E**o@Pu4gs=w{}_nx0a&se=B}BB*tbWUSV3%=}^$=XmeE~
z;G!Hwv+TcgWoub~w5~xciGWxPrG(frWI*iiQ@b@lV!t?Ys(*jQwB@i8R$|gaLtlyF
zvG?HqbZ0J4mT8qKX#<U|99mWXv?>oZRM&i?004$!zoEu|!kClRmW#nhKx`hRiFkk)
ztYc<iApa*fv-np;9IXsCN?rOLVa%HDZL~F^wc*&YnX4ibz?L?GND>JScIhZSHUcao
z>UyE4*7xw91OlRZoRBcMVn*K>6#EU9*lh%81#bmh5sCWm3C;ix4Thos<R>6(1UTu#
zO$0Fz8wa*?kTg2W`ZkqO;8m_bz4?Znlr)stO6(@$q1z>j<?Kyp;0&5Th8>`$QJo)h
z8n6~<3XT+hG-JY&CMON`Lt^5$f>tasID#~0z)>GeIrxGk%do7l0Wjy^s!Ze)ETQQb
z;%(uOtKyl&M?!613it3p=q8oW6Ffz41Q;6r5)W9O?FY?&%^fVcl8DCwhek4?|Ih!M
zBWP?wFvM*^_?Md97^m+?L@XbY6!;QHnhA_~$AZAkm&RRz3{XEJT0wH(ThYG)^6T-<
ze~3uNonTp_P*A9!GuACU*jMp3Y?0KJrX7ai#fOQ4-{7s_VF$oZzz5)GD6sMh-h2B4
zy-g~+6WN#$SFSdCLrfU>vCWL>3EqRp80Z{nehXn_dt8nGDU1TGj=UfFr<$F$1>yRE
z3@WRNt*lY5a#wVB9&(n7UtiPPIWSt=(A-)vu-!MX+BI<4GqBq+__IF$>u5Z0ZLwr!
zmho_j!vpD%^LE~`;3Y$ZhxEON)I16OJdesFV){-3jr+7yBm+LRx=6wATN8xOR*C-L
z;QtG~v3B*a3{PIemcquLxi0&&$a3v`<ou9^M(I?R?{}97f5V@3PilnIiK538q<#`&
zg&y^&K-0tR9}(qd?O)Rut+&W`i;Ds~$fzp+WGorMG6uwoqffg%!_POJ($czz!<HuR
zb}cYK`=pWX!$aQ8)PeTDz1Ph~oRVMcKNs=GA22K1e<@|XdXsVw3xS(Doi&_;o-Sm&
z%CYvdESEk^4H84bm)%@DR6RPBhm6!uF#ffzMD*YCcX&M<<80SZJ9)XS*IfLTx+$qJ
z-mPEevL4=twL<RSxzOWA2d;QgKv0VqN$?NnObaK8A}!wG|A=;1`Q?4;lznx@Ivk>$
z&p;PBT*2@YeLg)|s8k=!9tjowkG}_^bjS1si{!sh({ga<E!-9YJujDfZSG1^f<<9&
z58cCkiDUMqMazwqlnodRSEHbgM-Q%aYom565yMGHkgcFPTo);SMD$1aBX180`{Sy_
z3LeA0t9a?qQSK_<_>mFO?MS`mU+)5yah|O1#aF})Rr?+vwT~wxnhY9z{y3)ml1|A}
zN-2>~3D*9Z=unp~TbSC<4v5p7lGb)iAU3m=EG!6*HegNX;WDnh^|3sg7k7oJO5SWP
zEkIcE1OLmoIYNgM{5A@dbh|}2oksZkUk|$}d)9pMtXbN%f4=Y7Fh0*8&}?_M_RTk>
zX`HHo^-kX@%eHZ8+Hc)(zVw{#FR$BD-Hg8{@&iiaxHIMP+kOb4#WcP0mnJ{Hhs}=r
z<=;FHH*TBTtZ|PgH={Z9rKpN3)HYsp%e&!+PpG9hkz+qshl|6NlYYVw)nOyQ3EzOa
z2B+^oJ~UU`<<~tJ%l3OYtk3M$XQT-K*qmgd5dNX<E>cY6H2re9(234zuXcJ)a&c5-
z+W%4dxa;S62q)Da33^)ZfXl7o(FT)PWq)z8r}2TYoFmv>|5#EB%<t}RN<pBJ_uY01
zYoO1~O&nW`uGh`_L)Wo2q%kM^{%mPr{*x}01>I5Y>*wy~ZEEv-`(QEkDj~fdp}C2H
z@yeA@U$By9T;OAprYb8lrVE=SnE@?@(KGK2OF7Hc?~&~%vN&d|x8KcfS69PGNm+m7
zzA?ApTqFOep^+h=;%2#hDbS0vH<FP8m|J~k?cu5LUgz%fP}RUtRZQ&q^TVC&plj$0
zVp}C8I~A#=<m5RZE|mXyeYieRVw^~xRn5jTw;$YC%Q5NtPUzz0@^aXO+EC^Wk8;Sk
zcG)%6@5{%JG~!0$SS@mn(!Bq@Sc{vK?@ErK;~|M=BlyCG#Q=V;NlAxCfYl!Qkq@{0
zwK}u<XW!UPvQWTqTKZIGKrT0Df#4rxgbb7?o1;PNJ-@CoemerYKHO!`TK+{@M8CGS
zPSMmUh^oIR2u`E{>`d9KFRmsogD==PHY_d)FHMS1`Z`j+4oKYySiZeoa&@I!Od=lq
zi+=Q_z9*8wPRLje0Vuw)6-`(3XQoVy(4h73!iM4@Nw7nKB-}&<>_E}9ZK^cc7t_3K
zac>+=o$23^>I!ny3-Npxxb-r!_OO#S^R$%@bm&Nl{cZ3-Rq!X4Yq9y<(r0Uu_T4>b
ziJK>&t`SACWvK)4ue<|}SJXlui1WZn>zpDA+qif~ZZ#&ajAj#(wCR1BJBG!_+NP$}
zh848+bQIpGTjr#lEcyFhA1qedUGsd;636z$2o0JFiXhz9Rr4x$5HI3oBge*tGq&=@
z;}Wt_^rXOQZQ@D92x};DBW8v=lp_xJJGWLK&K$TO#+)f=I$$UERCzKe5YZFHt6-A<
zI5E&LTL6gO>J+rGLE{~;^Pi$R4yPJijS`4{B2fZE>lHq`h&!L23$CtjuXR|(MM6QR
zFeY&?9CRR<YCKb|QiMq)X#a#E*rs|#+6x=$gK^T@)fHi15G+HGta)+<JUu@mTUoA@
zb^e1~p~nQ1pnSin*#j&mWMs^d|9KpdEz1Y<-_w6yZ1{O~ltN0GN<k{UAt%4t)p_++
zkxfadu&1Y}ueX@<U|LIS44rlG{{5)7`lPn@xF$NWUsFVFnr~u6Xlz1YZ0zOKsPN>p
zh_H~5G!YRvh`9Ui4sE|s@bR%k)3T5x`9gc9hjQ;oVxhE+7~EdIIJfs<^h8k@W8hD0
zug;tg5`NV(y^d9YC`EozeiI4Hb~})pJ8e8D30}x-Z!~0viF5J_3i2}jz)*TSto&vu
zCJshVli|0asG+rSI+GR?8k#vV(N50#=Iku${4DD1Ol516YKtOsfR{^5Ps5|AqWSmF
zhI>?4v<|Ovy%e8Yao`HeO2p8TT@XY?`*P!14a<iqIo4GAC~lHiE}%s6F(mt#Dt((K
zahp7o%CGiD5w&Y!J7}v%r*|tE_Tu5Ewk+7?WzFKz&Nm5PGe>7H?~SP>@uWZ2M}ZHf
zw+)+<5QyZ%^=q~kudDICBnUK6H}@t&{sg3zs?+Rqvtwszb@}k)-!h-x!`A4Y2$b<X
zJL6h!(s7Q&Eut?@HJi^Hwejy?T%fMe!{g|W<4860+lRF=9T4Tx;Bug#$m>b7cd!<b
z%V)2ET<VsBgn|7My$1{D-)29I3#zglmoCtm)PHg%;gWj_%g9=kz5LSjb91onHl@%u
z>@~RxJcX3ZX95Q8>*rkPV44`@p6Plq($+TJ-96sE7WDaZ5(1GG`@1?kzpg0#b7B-C
zIQMsngv#TJIVD9O7A9S&fHP1XOe%yW-OaHAVYZwA%Sa=EvNGN|X^cS;l8k3i$W^4k
z3804Tt5%mcgNuja8zaLvM(;F?v}C?O!I9K@V<#bLF*UU%ze6*#LmQhzX;Z2RWiRqJ
z6!SLO&&*m766F5gIC82gDzD!w5CTJE^6HaA(`(bBPNYT%T^g=?j+TfU(fL>_w7^3s
zGxH#UvK08n?Aq~G(sx7sTe;_P05&Dia@a9E5WEy2L!2Jix+{=rl}id#1B*VF=V4(q
z2CBQ0svEBVU}wQM2+J0ghAI}b50R2$%d}}Z!ouKe`Ug5#SZ2i7GTM_W%7fBIi=Snn
zh6uRYr*$Yq%|iN)i@Hd9QZFp3qKKR`69oVR{|hi>0Ot_`d`010VEvt%laVn@EX<xZ
zS@M&Re3~7gwy-G$9Ey(L0Y1TdAxM8HG1Us~FVhvg0|W^GMm>50=;M`nH`pHegxG@Y
zP@?N5^m}`2q(xXEU9d7Run5?}Gtka5vmh`su&_KaF+I`wZ(!oz*uZo+6fDj2vdz)s
zdp60caik>KmKD{OmG8(r&&a=}<>9vB<x$qwUe=!3Yh<)jS+P@D^sw}YKhW247`{3%
z8dk_#!x_g-M|+Rfksf)~Wj!6LdSYK<VFT?n(GBkF{<MCj^f%G}MIQ@4n=Ne7QS+qA
z8B#H(W1!EXThN+m1+>uv_n@6tWl8;D(mCrgi{jN-hj5wsFCLB}OI;528UNfse`bw2
zOzE#ySUx|m_&V(e$@$6GlJYC)OBymOG(Kd4hibOz=w7~2n;C1uO4jWe=y?%6|72w4
zgmM|bVugsxCn3or`_wJ-SX$3=MM;duwpU$?FK0V=x&VoI_v^+awn%7WmVh7lH3!KF
zEYEwE{<=!#wCtUSpz14AkAX>{rCuOVuIkGWshxu;#D-vvubyvUl4)SahW6!jq|kI!
z#mFo3LI9X?N}o42*_^s_{yEDGIvF-taE0*~tt%f35Ic5!lCfiufFRNk;>!jl0Axl7
z8@>%*1Y(hH>5&d8Kv8=Lc&8r`A`%yCH0QbRYUd~>0irhZYv)jkM0hY#H!_d&mbv2=
z4Vq66jIm}|2}aKGYuKV2MZUmC<f$q2l2T@`IS}wNc3^s#t^paW<JBX>zU<>F037@U
zUa}3rkihUocC>=TkW6f62q?MbuqkVwDmpP|F!jT*&c?!@o+guT;wC8(uVT<@=ZB5q
z>CJIe#{!xfBh|;7u6WyJuDR;sI{L=7mjFG{-~ac9e(EdNBqg_2PG&JjCeLsV*B~8C
z{w9J(o;CbD4rB@0SNdZ6E|QCgF!I_NzpTP}WLiXBeKa|Bsl_uVGzbagJ*MaRoi!hc
zLL5hP1CLWn8x71Ru&R1nK{x*#WS?*}k#LrTT_x|nC-^x?2vruA5y*L#af_$Ii~S>H
zMGaooz{hu!@+#&D9|f>`^a*LosRKTYqd<1@)LMkN8G-1`4`CpdG>lLZrZVVg!IHkE
zLH#OBQslve|EB2%@5~Vy6<npxCwSblJE`t8vHeUb9+#k->||L^%K6dnTh3X59c0GN
zrJbH;1#d3p^@_7cj|dalo&gylRlx@6;$c7*y=Ko7I%w`qdSE5rAR~d&=(dx;FDaXc
zzK38uo%mjufD^D-PCwhPGNAynbY(5~zlmqqupFXHJ*w&PP4)SHJ^YcxX%^Q+0rsPX
z;Xt3i5HZ}l8C~k`@NJ`WEx&^osOg24+x>^-L0HvUn)<37l<gM4iYgnrg|8ArlFeKD
z=Gz$20<1YX4z?V)F_jMWeld7TQs(6jd;SJ!>rlpeP<-&eE8U4`-N`=DiQ;<U-TUfU
z`n}7j7V2#8OWo1Zh4G|<bnB1ekg5xA_iLDhuk9wPb?g?=<x1sDZ(nnLpyfI2B`yth
z#-V)UrA{L5b@r_4*9Q$j{WzA%)w!SX9r99bvpmi0Q;whVRU*Czjg$k&_)fKjPc$a4
zwMJcaCS8BHz_tI$<8V{&T@e($ba_+jwHyN^*oes+k!J%uBG{n7CyXxu<x<UO2<%%9
zya{P-vH=OkUb)~H;k-PxqF>xEN&y7HL1455AOOSgjmLCRO@%|z$HX<VkLGLkw*Xwo
zDx`A;O$JI!dr86liC>XHtqeGa@T<<Ni1mXmOWL}G9R4vq1rcQq%RrGq@u?FGK<x2g
zGbpEnqCTH#3lqQDYg~&RsO9uIDESG20m@`J0Sv;ZD<42XkQ2$THxM=)Z0<nQdx+HM
zK;8TF;Wjj{BZU1F#uoCwTEFTRT}`)Yz`>7*(jZeXu=^Hn21>>DHI<iseh~U4w}=~#
z6N|P<kl<h!HmwN3)J{UUg_zLP6REa*=u`)&=1q}D-$$XRGWAC!{!>Q;0r1T+Tn_9e
zdV{B}3lTPgOREt8?HjTKgRrpdL!^jdBO3s;t3orV8p;S<3q-Spe;$|O;9!@-`GDA5
z;3}*&*+(-vR9S3bB=!@=1VRA{M6F<)0{}4iG5ST*3<%o|A`uqv(7UBIvjM<OMlqzz
zKEh8ynI|3TPlz<g!Oj-py`n~dndeM*>KX(Y6!d|toxsk9GqSEd#xP9!_W#QRWx-gC
zOWjhlOYDoi!t=8~T6>FoMhhm|{$im*D53+=__>i2N3F|`OUJW}>q{H~NaeIOh{vlc
zMBvJD56txA0qqT*ad@EV9q&{K_`?m`79t+Bg<fgzL<4$Y;2Q*q-B4_H-To^7KQ4M-
z#<->-Jk4L3=cO5{aut!0Al9{M)ojP#;uyDZ)!9np>25K@Apo+QhSh-o@c#Y`l%dS_
z2W@q9!jhN92)&`b!EAWgxtDc+ULtv{01gg#^&jGfVrbO@RBjeNOpO{s0lde1GR~FI
zhX%Xja~2xMSOTzwX-KujgK8ktZCSwPmn+=6q^DJ0x_{eW{HrcZ57S^Z+*jS@w-Lv^
z;dE=8&h+QqI{zBW?T)(((6_ens~tMmh1Wqu-*51O;bpgY{{^gUK+;-N8n+givFQ!s
z;3)D(1etVeJ-q!66@Q)jxUTf{khgCX1Xp7aR?uR5MBu>CJ2?^C|E9jP^hG?FAXot!
zi50w@tK6DPfeL{tMI)b&aha;<n67x8nC0gr#9LrdHU(2kiVygPzOy})#Uqv45k4Nn
zxg9Bc-4KwY(p2Wy6zP~1=~$X(Tw3)hB-r~$h5L_m|BzJIkl%J$2!rZxs$Uk{Uj6Oq
z9!WmxY)7ExGOC*@C3SQnj+z@KuLn2U;{@NrhIt>%t{zo21(z4mRDrG1>FM8+4H7py
z=1=Xn&2^O@@_iau?(12G-BpcuzWsNQ(c}^ku+bheis(upy#AA!^?dJJy^rJ7UD&;d
zw78*Ov+v<(=jCKCjjDCG@j{MQlhFC*UWikUBx?8eM^4V4N0j~L_CHXdU+u;C!##Q<
z_k+DWJ?ts{6QQtl0g^o44V)OQ92pZ{o{`dA_W4ueom;=EB7ZnIHa;EQ|A#XBzdlKC
z{)RG`;M2nA;Bzrn-Yp7~KA5nUuE(uqmvir~-OuW2P8!GeB5{*{RfRlN|6VU1*VXzx
z_9eBAe$_el^FCktYvBr8GPv=!-UXfa!(d)F=W88-CWhb7$-zLw9*LHl!-aN{w4sc2
zUlFOxv#Xm*JCXN1M%ggmfZWP^Ym0Md<;9<U;}1VK{aK?|Wo?H05HsI-*ne_Jedl7S
zVHT+1laSyQ73JjP>saO;T;`SJgPxnJd3fnQu6A^lm#2LGx2G8gu(f%sZ1+|ywu+^o
zhUI4!?OR8w)R?u;`JH(zM2Z@Ui9KX9vKBHLl3q^n_@mfw*<R<abEy4INY>BEo=i8H
z(bVTx(}ZE=BF~9N*)KA)FwtFq$jGVK)4TkPl*tYZ{0f%_<WRJjzW0tZe-C1%467Be
z8WGKy`-U+tx&1eWQ1F}QeJqSW5FW`P(UGwCfICL+9~4`XNT9PoP%uWMv94S5$%dHA
z`G(knYej8Ko*S~nuPhhqS!W7C-;>&VevBvC=TUq`xST2=?e`|(eITHm(fXx=q54t)
zUb1*>5){0>-DaP8$hv!!mCpqhDYkpvSIk3|RiCCalksg4^N21nsy1}o>sC~P_9a_n
ze3=ZKBmi@EshM@5X-uh6aG^=C(9-M9+UNemE#Brz7kw00R4k{eVv$t#XmZlBp4%Rm
z9JrKDWGFj_wowA+<GML@I63c0zg!oMulX*cx$}VIKYmL3#wOU4Pr%XUL{ow1u>@_C
z6wDc&ps@c&`SM#ZDt*HuEP?bNz>kSR@#To1rnZLmd#wfDKTuXCPHuK~o;S{sk_{e*
z3z+QKFhB4L5nMdT8(K;&%7BG!P9sM3nS66!s89mR2=1$n(zMvXW)z?JCbwnC?196?
zrcz)*ftl?P>bD|a%Lj&r0`7RJZxEjMlze1BQt6cdEgk111tJ$#m8rHmf;mK-n>KK)
zjan3&UuNYQ#NTa0g1$~kpS#CaNb2#>4{P3A3F*JJMj=<L<Z*JsAR~d2X@rDJRE6N}
zBe`f00_lX9SFJ7n;_VUk9Y2%jdz5)@xN5_0ygUg{jw#5V&EmL+#7B;h$Z6R`q{YYI
z{La$w_2@sCXXWK6Vq^Ht%w9-TB(1NnryoWCtFPx*U++gYHXC;KJvPq$!lIqx!vAc4
zW!Tt$TO|ne2hcECh?5KA2@<jrzNO-{)3GxUF%b6@_XYXBR>fm=V*LR5Kn0=FSq3;Z
z9~}i`XE$flOGQRB{1so@+T057!{;RvS-7}7BRV-1+c}2dPA~{DC-%^i{QD=z%F3Kq
zkZ1X`VB5+H;lRehCF*`=srO0UTS-Y<&sNz=-v4qp|E|6!KmTgWI<K^@@aOmD!u<T7
z`T3<aH9zueN-K&AOG=tIv>enwDWiFpwt8>1wLkd#JK4?O{{HQnW#mt1Bzc%+R7yw3
zO_$}cXhhfa;T{(k?~e&hov*v4x!1<hPfqe}-0oNRjuS6IlsZ@0Y&J@Y#j%l`_)%OJ
zB)uMlJ<eBRj>ie+uF&2w_O?-`NlreI8@1lmoxYjQ`n;;tm`on6lV>SLT(B=^Sqb?y
z23hD}51s)MVqT+`%bTH%e%oYCu7K*3lZ>tur&N0X%9xUX^Z23lYf!@Ep9HIoQ5`qu
zq;7`yIezyWyPm2!{!a(DalFQlsIyIoNi%Bv4t3hq50eNyjrcGe7;tyM3MWNt1oYp{
zLoV##{N=S5B>fRp=4+=Sap-TjVGnM*PnrCas<X6Y;)PGSHgt2=vorAXyLi)wKh-rR
zze-`6#<TibhF`y$d`r+vOw>qAPR>b-r=jx2ic#{KDMuo8Avua7*J`W<7&Pc$2SO1h
z3syQw8h2$^D{a{zuz*YY7@thfueUM;h;~9H3XdR3#lE6(OdM$j@SFQiitEpZcsS*%
z?=Y>N6QQ6#!;3BQkoZ3t8A{n%elifO0=`2hfGB7oI|uQNG~P)_UL)pbtm-^Apm|qb
zSK1k_z!`1@0j|qE@urduL9h(e6cInk0t`(KuVNk|{XVDtY1tS`97zjDFH%ggo<o)w
zRM-*7kc?Va5Haik6NM~uLZ2i}5i@{Cv*E`k-!k$S=*pjAdQMGeHhw=uaVJR~eY5hd
zBt0@R9r*i5nlwBwHZ2)Vl*Km;WVVYW|0HnMT|vO&a<9C3oxxc~3e+~x*7g+^eocUI
z9-WXgR1z{2R`kW$!AZAt)=+nsOD3fVMW5!-07~d1UTDd&T-X;l9{~^zOASN@^G5=4
z1JrN~G3&6Of$dO$Md$BMz+S-TW<(1;Cm&3$no7Ex1yA{1h_ceHe41Dpo(C7`Tf#~@
zA@*Q~R!N8QC!Y53D2LkT6t44pgo$c`#Uc5WnBCR^3M^6z-Am|usCPl|RxHvT8~>3m
zmW?2zG#Yc7Ek~L?Yw|s7x(!G29ozk5hwbh4mHq9V{o@U)odc?kHOR&q9+<IbRy-aG
z#sgxRg^^IxsA|4d1K&6|Jg2VT+Y_}dnlI*<FFg3Go?M;ywJM%cm}1$2v0@x88n!tG
zOz6f75HdI>(iuiFFm_sDPe|J|^bQ@eG?Xn^b5&8awOUTUtXwqQ@~!2*I)kR(d+lQS
ze)cU1y)BWyap=N6=)|GR3(d6hpo?GLFJ#**=I~b2d}*l4Kc*`@WhmIDFVZ^%ogBTX
zt+Y*#)~hcT!>V7o!R%i@nku9xdV+(2poaDAE8A=&^kAISsgq}L{^el*R_#~!q5|!x
z2>GZ695x^njIW~bnvTf)@B%K4fe^L-{;B63_kx!2fSmAvu5j|3v~vC0&-$UyF&W^}
zox1xjP;e*CsaY$GSu7oni7CUhIJg%Yp&a|yC_BeOI!MzD`F2#A5{q<CoqkKtyJ!Ex
z43dh&7^DkbBOxP{!zzcnvA({@Q@EmoxxAFTqm=`H`y_<LpX^G+7}*c(lHpST5(LyH
z1`>V0#S8a?<KP-asi(O#@wr#=U3T}bYmq9<9cu1c2w|xQm<P*Cm%)MmMVO|pkSlU1
z*{H2rpwK7!@0ndNa5*4~TlX=-9fd9(W==XJ?b~aVlC4y}W~H(J07sr>-V&UE>RN_i
z3r-w)=g30m!rP6G)V0^#FXCo^a<Zo`MyKY=qYvX@l_@xyo8II<>pWFAV^TI^vIiOy
zzs?0RmUD^~y?iMlG9xlK**3q>sqp%>i8|>t9E*zS439qBNb5GNm9iCNauQG;hBsUP
z#gm50r{Tneo*0I{`yxWY9}NuFAzm1;c(pCOkG-m3AiX|jo02dp>C}VX*rVpu-oA6i
zltHQ+=Ik&#bOOo|hdpMnjEm{8NVLwOM73SY9e%jyq}~RyJe}YO@3w?>!A2-(xTvtt
z{|IeciU@B>w12Vi2<!Y1j6HCQA&-oYS#D$|0vJy?5!d9Ne~VD|cboNUWd%K2JtDM2
zDw-cc!}{!pw8}n5SLYl%iJHo=LkDUgt)PwlF}&}(ktUnynmgEa_@W?o33mA++Hc-G
ziHw#WpHi)Dv_x9R*13`G>i%7m;Dr--^*LKHz+%s$19TC@e^U+yQlc>II$2tRIy+?o
zuzTvSGcVth{|;ZlY~jZyGCc=n=s|T)094xQZCa*aHw1w@J_hR-_@`$RB(u-386cup
z1GEfGfj2O;7^xSkY<&E*3DJGTdr#Qy^N0wBys8~6)CCWjp|QgJ6njI;w-J}})DDf5
zhp5!7;P;C%Q<CCb!v}oFU;#T)0f!k|{f6P(_X|Y|OXbGnKW2q~b-dWKS35JcU$U|8
zx+&b6t^bX8xJ`d$XebH0@G`wQ{mCi1eB*3tbK2heaQ-0J<e#)C={Ya%BwP*0{6sMg
zrbxN^K!xn9IkeI6w=~qYvHWaeGlcoH?veeP+weyW9m%d9p4~S*B#!K0kHKK;+rd`N
z!B$zLWh3pcY*01CcjQOTf=~h?!gu3u`=7u4ffX_cQ{0XJk5C^|nkWF++{r%xNGJc9
zm!_D=ucj7B=LTjEg@W}HcN&o&d7**v37Du>Y>{41gYG9JdY0VazQLlxrt5+1l(0kP
zx`YaCK1U@)CfLX@EAG<S^a7YEZqk)Pz!%rb?e<^?9HSYABF1hK_G8oc`P^VPoN%EV
zJa+%*wt(lhvd?XqIJyPKBJn>zlj$yl_w;@1?K4wiJRim2l8zx|2eY^+Bvyo%(J`(u
z<3^^HG^dqhvvD#C)E@x*cL>ncH4b0_^aMzNt@vO*dmXI9@Rf+VmyNprKqNt1C`D5M
z(1b+B6roAt?;~@Igy~{F6*LM|uy|lR$dD3pZHF*w8zID>pCN2$6{&AS=%Ov5iXp)Q
zGB<cL^p@95p@FSIiLll~j0wzQGjeNA9BXnPP8#nDtR|8K7+cXCXQ3EdanczfW8g@B
zAFmr)$WwSkI0T@DVUb{X$vVWa6$Zu*eh*jE0yI2fZ2<64K@Nq3y}!{lXz&XmC0^W{
z2zMa1b|@xJXbXKIx_K`UX~)YJfC0pue*&A?{;M)YUoxqIf$WuKRUtDBWOUEBUaCog
zw*jZH_#}*YnB0oWg?aoPk+?ntGeoY6n6u{UwIZ$J0qu{&EbtA)21l+WM38Jf$Tu^W
zj+V6M3Ui~w%%A~CgM9)(?_4;c%Gl<g+ezL>hLI5f`#ZK$6Sh)cbD{kSZ>!wjxjXl|
zxedEtaJgOZd^+L&ds$j_Cho9hV6kCPu&?=NcM-WaS+)E_ue(Y93|<`hcHX#P%80~4
z{9x|JVcy$8+}pn1tHeyWfaSFJXPbYcr8Vt%tR(9F2gRw+Q0i@fL%<AM;7aBzOXV?j
z^7IlOjA&zHpDmITfOwue7H9ks{zv1u^>zmz%9N&!g{KG$pK9Xieofxc05J&9biStE
zNynW|)op^a%4lNrV8ZY=r00HsWIG#1>m*e-AeJ!@@Z-c~Y8~&O;3l~(+(Bev!Hb$!
zH7ep|N#iPu9Zv>#@XZD0K2vAA?Tq0dE743+SB@akxc!5~{ahX@Tx6Bp=`sJ>yCW{e
zn;<rBDxAXE^{_+LU+X0+-bu&92^H~mnUp(?aeueP<D|oBbjMOAip;<L`1oJ!x20hx
zU;GUEd8gW>q(I~*i1q}q8HnV3NqvSuK!8}7StPp|H)Vt&w#~>v5bfLWKqMG=HbkBu
zJY5nE;y>O3L@1~UO)aaQQQ;F)DMCIAk4ibKfiIM~#BT9$5l9L!DwPh4@(?RD*oIu_
zwZ119oSOxT6|N+494E;g;ydgN`j?kAoM+UU=MeF!I9~l+C8Rs+&b`6S&cjycaH?pb
z*odLTh@nW6;kyoll^VN+?h7aV(vOSC^$GKxsgHY;*1Pl8hs)+PGj1zt25>`9ONBs%
zE*q<9!|jpr?+qq#+^GAe6xc%G**1>l<=3!?z_f;^j){x=2G8Zi+EeqJzP**!u`t*3
z?R)E?%XeAF-|9z1{C5uyQXcP_0B=Pi-go~li8b+c@$|a9+Dw_31+o5?%5FaOdmP&D
z@-_KA&}@?Rbk*B_J)9coQ+@YOMD+=EbZgS=bNlx%@8jLxF7FD2p4<P)^l`qo_m9(p
zkGR`q*DQk7$iJW4$hCSfDaHM7f00vmQN6L@r_x`3wPhDBj;HYV(t$oIPA&?bG9L{L
zHO>=4!_zF3Ke3nM+aBWY(tUoOrNmmVQ8Apid1XnNJ;-y!%SOW`=3kw=s$ewl^>+B3
z=hND3e;nTLmU@@_#huRSzXeNi!vW&%koJh<Evi7TGSvE7pX%GVM}ON*Rw7EB07I{v
zhliiX)<-QZA|Yg7sHUBM=K|N;Ti+eeo*re-A7=d+ES=u_FT6;_L{xh&!(=4EJC|MT
z=iSbzzzOI(gWls~;ga#c1rl2Mg~hcdiP+oQJY1Y?AR%XD3`g{r;?G}-zewswSiQ4%
zaI+swNZVr?E%?@{^{+G7_1Bl^KjP_XR5|F9A=1j|V07=-PE=%%W&~qY2g&z~?-*?>
z&J*mdL`sFktQF!alsTop{wr~6T#{)d@NDooncQ9amR+bK^rk9qQY1E2ha|THiyBZu
zLb?KJCkzgDjSu<m&0uyrGygr3aREZAC*zX##uEPx?vLF5^|jHk(fIVGL_~C(YeS{W
zFmz|Pr)TdSY!vZ=K-}dF_#Zl(REAwUzU>5*veSY@f#6UTlOj_tFk3s?95xjzp7nuc
z_yP-&CjOQkirze3yT19tq5l~;P7B9iEs1KsR8w=KR3#3R*Lbr&+BvsV%K`r{g5)cP
z{RwE`>Ou*&lCZXu7%5uEB1Wg^A!nGBxtM6UsJYOn(exmIMPeNhN)?pen&H7!&BIh&
zT~=FA<b$kp&uhRlq8<l?RQ9ZF))i0F$1LeKOV+&NKehL{+Z?zkp8cki?DRBybF=ql
zG>r3W!QGu>m5@nE$qvWBA61yKpD5#MP;^{jc~}A>q4{@nYItf<#a_VegTR;o85)>(
zA9{VX)Z`j5LV|f=esXr|eD3_I4cI3CoFNE4LI4~g)#|b3#r4t^w^hm7*8c%@CL=C3
zgH6oR<N{e*0le+<Xfc;3=GHstRgm{gdu0|y47)DYKAP1ue0GXa9poIWMl6Aa)fnu?
z*Da})By10|#Q8{9@m~}-HV~_=za=Xow$+0klZRgV)e3t5K`Y}JGVy#f08D1!6|@KE
z46Vweo*lOSb>QrM|GvgybGezA^I&ClscZPJX9UIy-f2_Ai>o8b<w^s;Yo1=ovR4NQ
zq@<}-R65D28c9jx8d?+D>QkDU!fFxqh)y-x4n@szIfHpa)#0($k?xt!rGbUsvA)Uf
z?!lp@{?Xa#N$%FgbL3amUvYu8CZ=+&Z5`4K32kPtWk6k_uRG~q`3W&{Jf0+k_Uwc*
z@qgwo|6KkFzx>lFe|gX7PFgL~=uU<yo(Q@5S}ffcRi$@tRFxzXQWKKA8DZiDwJVlZ
zwt9!Vd)@VSQ~6s%HCNd~N0pM2+rGob5}uD5PhI_hui<#SCJh1-KJM6cQhtYXo2#5(
z!^3%q4D0y#1o%W>@wqiUjZL~z{mwjWS@3oIb-Ymhh@c74IWnZls(1h3fm#~K>h-lC
z_jFpS6LYb%yy>o9rO}CSGKSRo?oVCJWZfEAod5W{^(W@tH7M4T{Bc!7-CNbiQPbYV
z%0}zElTB)|Q&g5gW1VajLOZm^_E&uXGTXK`%s(c{H>%+HbI=Ovq@y6VQ~L$82y=l*
z!H2&ewmqqyU8B_iaU+qLiI*<<$46cL=S(6x-7GoEgDqLC&pPj4wBpCL7<r#9GNGjk
zY6(9gp0$TH0)4^e#+D0`w=?MM=Oz;bN$?86GR*sG{roGe#pk>~!!ywT{>aIx1$8gZ
z@`S{z#k*b~Mbm4}_AYsOO&)g9>INCxTGy~@&eO#~S4)f6WrU8?<Hgn@?{V{8|5uZz
z%i?QhlYocqzb22nn|3AVlFre1(N6i+*|C_RwfrJ(R=I&I?~i9m6&cbE?)LY5?23Gg
zit69IH6SFUsi-WDh43mV_C%vO4#eVH5b*ly^VJQ%k-6^q&IxUuWfj?e8NDuD=}`<E
z^4cMsL{)qtbdZ{+_NN|5UYop);_4a|2ie%i+!J|4HcVeI<uWfL=8d${I}My`3*k(r
z#MDuRJj<#VR#nfjWi(_%qkbh*`tU?zXsVcKEX5~BaUk`RwG{aZ<ecBj4XG()e=Z6B
zPD>#p%|_kRzu(`x+uJLHiH-pbf-C0Q$!aOd=}PPB8hhnPU@(S<1#Mt*VRKSzGNg4%
zVZqp1|0@R(0L#Eyd`o{-)xC0ZBg+zhMG6cFuQrm0z}0j>W-&q0U<!2#()SekU?Axy
zZc-&WbtR)u?2`Dl{z}gQnUP5ef~g6D2q`U<Hp76Hu;AR3Trw_j4F?ytj8Vt8&-H@x
zQW(A%t1G|q){uDz$VfJ^10BY<@>Z|OC_0stQn0zHwQz7#RZ2##%btOMjg5E|bOb{T
zO_Pvlu?CLB3K3;=YjnHtYeir3VQdG56LQ%S1RFcz!a@yn1yJau|1`B{p@mkW<ea(V
z%;hA4)%b$tZ355uneh3`i3DC=iwIo`^Ig5<I};E(6L@*`Qt-4|;QDVhkxSXD9ZT{x
zd-64N<t~nyS%HyBj@H5M<&LT0{-x>pw&Cf~<z+Ew>kH_}ixs3D23sWbLk|4)Fov&4
zpaGSMT_p6tpUb{+u(WZIOF~+DXSd$QR<y8Kw1{o)_-l1SN>w6RIe6ZJgUhl)XT(dS
z<&?*GJxiinypEKdf#+4e%)GLvqsV;qB5iBO@6vqnziA2f!pqf@=GPwml7{bn>q@Ur
zN6P2^ImpL_c{_x9JILQ0$lV@x;n2Ro&iWZ<XyxJCb9}B&My!@ZG@AN_Pffx+m-0hl
zicRs?15>YsUgp6rp~XqAj!9Z2anppYnr;{~IYIl&=R81918N2g`FO86+Sfo->k0ZP
zrXk5qss;v2GuNllx(mgWk4INb#g>g=puitXXw837+atZy0%2q&f2hro&#d!YdgKnv
zzHO1db$CyQYujnM{VS_YU0jxVX^F3`jcs&Pw6|9XCou|;`ka1B&$y<pnZ)}M4$T}5
zmezx&F`~UEktc;>2L@ET%g)S5{#U=mu1xI=6@C45Uz>YPmq!XBp&E?7igXHYfh_fW
zYj_oFyjHA4)~tyNL`Ba4qMd3ybNpnyOy0~oXR*Xg$xoOl03kw=g)%aU{fB&^NL1W1
zmsr5Q*4*LPMR`R`!{)bj3M3Q=<X7({ZI`!PWRgz8!QcGQlUV{km&X+-mzv0$_@Voq
zF)59<Oq=44w<2E^fPg;hd?(CVP<aZz@{60JL1UL+C5>J9{(P?aGc-622M56u)0bH{
zUgs)Y=UVOU>hA4&dFx7iTlwX-Qu)@E8RuN?QO&ER?nHXLw`(gmA_$_dS}K&|Gow|p
zpj)A3(x|I*5!3@A$mcv`>BE3o#-&&;bM(@)4^R&%iDd*-NiyULa4-wD3ZgTE2WLhM
zH8l-XRMfTJecV<tGj5hNToC{3K($a$yh+t);)i*IpqZ`s@_~j5L|Rn2J>kW0&A6JD
z&zw|L^4TdWaK(5Sc7n2gL@+{bYR<<Ppq(|<_9N0Lj;B@`sFYoR9~1LQuejMc=%SH3
zUr!_}peu`J%NVv4D9s72jXX8AAnblMg8_?HMq%U(!PH8@Etg?Q)BQ4}QgMMdjiocH
zQGlD$e=(P{e695$!EL;ICX1^^iKRVa&FvhIr1+JR-fPuGz-{?jKgrVea==E3lfpBs
zQ~n!-8;(n8JA>{HmYlcHud=15R$LmidUEN(ulg^1pb*mzgkBlAv}+<~Aex>CkW)K}
z^eHIg>FS~H9&OAg`qFxWpIOoldrrQL^~1(g4_Z^{fX{Vfw(h967apfbBeek$Eg_je
zV_?k}m-pfhqAX--DVn&6jmki0*N~FHrYFD+Ugj{0YP{RwN{rzQuN&1$Uv-K!pDD>Y
z4AfnRi1y;esDEut6=n-Y`?_T9mbyve#Ms+cezr#_SVVhBN5|5oX31!scd1n7FIr#v
z4%&4&>{-$6O)h490lcDP^m!o1%dL1F`*n%^V_M;%F*a&M<YuEir66QF+xWTnD~XC%
zeutwetD9}#!w`tN^X=oyi&#&$MMp=PQin!;bxB<<g;Nmg+*%S%ZfrJ*xJw^QVpx)G
zu}yrmPqKU9w(Pr6+Hb4){6ZKPcu!$zFWh)9JbMq9{-Y0`mYZR+5Z!h0Y;UoyCIQg(
zIUCdx{|U-o%Br-2=Rk=HI+AIJDduj-B!<dM*(ko1z7NXyPh&@e*+j?o5pe^VItM`^
zZc{SNlLDxaTIT;%+t?o_x;j^J7g}LxcnR$@Y-b>GBsOAPu#|G*@7puFBt8&xa%Hfa
zN2@cN!UwviAb0d(Z4FXoiyf>1_v?XClb=cV>8786x&;JSDk|~?4(z*O;4^7T{!~VU
zaR>s^X+;F)C-dj<$raE-&w`LZj1zR@#sFFI=YEZRxhTIGAdD@&m;D>S$@B(~q8(Nu
zkAnhy<WfUOYl7{3@MNURWW*r4Ga+PA9Eunm7+x4ZTf?8Dtr9e1^0)|$+aUfXv_m53
zBT~kx*3p&n4dz*!iqfF5UREoJ<3Ib`4s@GH#&c>lgfj_q@;qX~ApZ3?W1_WSBz@Qu
z;$z!PD{N<U1JIA|{zoV)m-PwQ=yjrXwU2FR1FZ=ilgS%QX&uv&{TB4Bv8TRiTcCWP
zBBgxx1XskpXR~7rMgnda2tolFf#^PtqFbyJfEsps;0#fKGrEQ*`ri(W9k2o<M*DO_
zBv&CL-qI_0rl8CXzzQA*TJis%s}MUh$iJQ71OSdy6s$7U{ii?6G9$`7FJ2&CzlrYJ
zDCivhv#|7Mth;5dy=7{mWohJ(`oF(Q9R+%`4f1W3+TBgcD0oAe>pcCxtE{WTU=KP}
zO_m?gQ_$NWenJJ+%!E4if%q{LAcrD~Z^no^ZN*p?I;HISJL6Rz3tl0+*gMsA0W+z7
zDK7l&)^2*|MIqsC$y#(%wn9mc>eG#8SrzDD+iI}aWvJNP{G#KV$(7{6t`6?@Os7pb
zK2~`R1&cH6s~<7}|IUAD!%H+jd{*`EQ7QCzY)<F`50vn>YnCRl?T<=WB?tphQs>xl
z`TA^>-Fiy(P^ac6#GC=#Vx2Q%nKj%-KZV4J-QNrp#FD1Fn)@w<`4_44SpD}jr}?d&
z1jhcC#S^BbGQ6Q2=q*D<z(<;+?M9_Pve`g$M4SYn<YY5GR@<GC1&p-vFY&$ElVb&5
z3GrzR&0i}B?*7Uyg_MN#R^3bwc6M?tsV;U`xJ9e-Rpk>a2rZ)K<E#_Kv1d8bk2_ML
z;BENW>c}2+D;Iiv!I8>05h_JgAt8Rq&*<(T1gh^m_jN}}$Z(ZxYn4%JiEL|0(sBu*
znJzG$v7<ryiJw(*9v3^94Lap%HbMzR9fb@+xv8-cNH(DK8O(K_BnV7-=yy|LI@ay5
z(C4tA!foL7B?BiW!y`@TP{4M<VytYqR%N30{lYK(_MNJ#UR$xs@hHm4qW8l8)wsVR
zA;#rV&Zl>%dHi4~GwdUmdHs3sI<5)qRs|DXHMG3@X@N8CqPkposCUqCwY9f#P5!oJ
zA@B-9IQ&$OLP6fDK2~6W%}*m{>#mcom%e;yqNVe9x$Hyp0x5Zo(pn}|1twtV=4mra
z=iTnjl=9-Zf3LHZW1G|JPtTTiqCeZI{`({Kt@+gaacI7)_m7Tsi#KZJo|O<LWpKB9
z+c*5@{nN!AI>;5eByry#{SQsOJSo@=bJ{LgR$lOze07H!8{zQbnX5mZu3jkq)nsJI
zpQs~|?0Tm0zO9S=_TiiN_PFbCe)f)7>XNrm-KC<RtlT?gT`g^AId4Tv`I&?wS^mig
z^J1p>AHosq`?+NMKa&1i*GMN9d=(^X`7Cpgvq?+C|IqDRmuZfFi2K4&e-{!UAav)q
zaaC-9X3;PCiin+GUZ6x=36~{xA2A7lQRw9t2?>G^NP5A9?>85FbwvJU$Hx3Nq&KFf
z&OC16TlDnEy&upuxVMo7)YJ1MCtqxA)%^T9`J(fyJUtIkEN%BV<6zZeVo;d!ljoQ7
zGsTNb6=EV$(*N|qq@Oq#bGaCEY5QeKf38Nn>F7`m3rh(N`x?p=(eooAfkOQ?#}A7l
zb92>kF*2i1q7~2lWOTjE6m1^Sklm0K%3#-#icf57mTvF7*UIOrVp1DXf(38xi&a3A
zA~97}OCRy{M<hpQg-1ud|5hJ*C@)TqRYcc$f6&mNu~_E-y-qbfH$8}Y!zV8t8cr2X
z_X@ud>qD!ITo+tKJt=Z_czrN0jj2gktTgOJ{;w~pGW@RrbFTy{>s`)A$y}QA>@hlJ
zlxD*cD;_mBAAV9i!%-JgGnNMfBcVkf6-jX&5ExjPgmP3iUzT>W(Sl6#H$lnq706rz
zi~ij4%j$*S4z<R5{$Wrs>#+4E2EwL8bKPrX1e1k1^aP}ry@U=WQ6d>Sy;4yO&e9An
zWg>Ihrgl2cT-izA*~>my^<Q9x3i2_t3gw>g6?Xi3qwF-my~9x|YN8377z=2synnBH
zoYm|~PKB4xYf=Yu@xPrq{I|Y7%*tx=PPr*P-A7FL(%j{2b|&k!h$EL#vxMu>!r{=+
zYIiuHc1o5WtBO3G%E=|k+1ZH)Y-ROe#oW%}gBbyByRMFbj;yk*p1Pj23cYA(UTx^F
zvYuv1Ur)kAGO|!A8F+k74nYnEEC&O^D@2OH>{a(%6Wf3sf$2V#DEjJi7}_-FRp-qn
zipirX9pLzj#si9_>q1E83y_BXicUj2x6=c6&k-A;6m^R6_*WQ1h@1#48ZQJqeud>I
z&uXYPF9F@St{ks}K}?0U;4F0lK0}aX1e&q|v*{MlcY-AbSV=1^*%75D@=lwJSf4H^
zv$;*6mW}R&Y(Ow6*1TE33fbBw;#S&gn}iRf!FX@^qVriEbBbl2wx!j?#-^$Jh`RdA
zi3z^(@oIj4kBTa{>S}jS=My)V+_eL=@natoCUOl2{RvrWHVeQcm2OL5FdJPZ{Y098
z{4dcWmLBHACCR@jH+FiEe33aZ&{$Q1x;SVbSV+?I?wZAUAr@AEc4%%<rBFWmN|~CR
z%_SzUVW^>NsG+8n8Cb#Aa>C5P>QcBtK}q$@EbJ_?qNt*8t}p#=uRedS`)aEu`*-%a
z|2E!`32nWosDzN8zt_grWrl@Fcem4WR->SpFu$;?leObV#{i!IN1uSJrGtx&f&XLa
zJj2=i-!@K!*onO*R+m|uB4W3wQB_o}+Ix>05u?=JZK=_gR_)f_v#3q&z17|X!E^uq
z$8#KcC0;lr_xHZ9^E%JZ*;s#m$2neWo;|xsR!T%%%HP4_aveL`f9Nl<$65aRd{3)S
zpr5Zu&cLq@hdo^0>S_D>yLN5r2jskS<4)&B=l+1^QvnUF(!M^~taLw_ho{)_xrp|!
z=Yr&#UT3pKcI*#I{`K~`#3M~u+$#9)eQDtm`rEqlAzU#AV-=P*jAHu=BM=$dOcXzJ
zds@;p+ZcaEWKD>l5+%vx2BZ;;4UIVwU()+_(n6N^deWo$*(R<o?-E69sCKc>eGKq+
zIXm5HtH0_s6>I|?VrL?>07ooa$8ygVq}Q}xuqorE@1y20I^z5I&pLWmT<&WuN8BB3
z6~b+fWi&ShkqzKiv?J$(F5vr37Ds35vpC3J*H?oL;LV1B<Bj*FiKYpFB0?^@Jof^9
zb#%SZ9CQocZ@!2>Uq}i#z1iPyy4l|LX>Rbnj`%JZ6mWulspsA&*pQVT=<RbfT>MCV
z!ezEuSSHYIac`<z!rxzI@DtOfZS(A?=g)87sw*nKBAPk4%8v|mbv!k^v7bkSTfXKX
zSU-jE6*a_Y7<-=VjEeE6KG&q9rC3`%bsdPPomM6?A?9b2Vq@}SV<LRTmuFcCWIs@<
zk&g@T!sN}u@Nfv=>D68Qouj&V7opf9yrLslRGCNY{tfCG`4NQaRTNqX?+l12yL!Fj
zU~7S9979P(Z_NM$YuzH;G7qpID-pg04^X~)(3%0F0&{XU!13qhl~Ifp1T-NkWt~M=
zc35+0Bc*ujdeoP;Cl;JN%e0`@{AX@*q#NHNgY}g4lnB|F!qBiW1THkJDnBfa5k~we
zAe2y{Q`=}fQURf1_0EtM7rGY2<G^FZLiha9b1{gRm#Uc8UGGJp9hR#NcxZ^~Ig5I7
zc15M^PpC1$B}&}-1(AXX*ZzIk@n7iImK1behK1;2@Y@MU?3%QFp6hsEB!PqWu_570
z6wT5%U;?UpBL|aX6rx~2sdR!d2GI{^a4-vJ{9^(P{GXYl%I{Im*-_5Eu&AHP_jox}
z=s8r<JVRpnLSu_VG}S1X4Z+Om7fc_pTP*(DEPhOkek@E>WMQ>GvQzznW0i9<tr8l?
zP{FV`{nofN2pc~^W--XP=o&hSt)IE@o4)dw0%Ii!u~LxBdN5HESRUXotkNtl(wXh=
zxom8?tnAqA{<E>#cd^@cuwJsV-1+={qlDm|(%kdse;(@$pq}<TRq0c)$gZ4p=1t5@
zyYe>Jqbr;3b*YUQbcdF%Ihz#D$>`VD7JGXb?xU(+?oQd)`bV!h^Hm$|PFa_~@74b>
z^E9l>BxMj419zic@u6mLO@nzR&MrOR_msDO&+-9ME1PxX-$)l8n5s;m$3tna7J(l$
zv;em%qIUSk?()N{PhaBq{9?^lo%C|Ix6yX%_~m^B>rBq{Onds9?BaG=i>!{%h;e4g
zJI<LqDqRnz<{l6pmOW9Hd56PL{I?Aq3&$q|M+psups)~{RBf(2v(RhQB`KyZQYH;m
zN1B6ZBTu~#Rv-W(A#__po?nW+HswjF9KJF*ka32{Q{}R?xBmO^)$Lcg-2+JqiCzt@
zZ9bQJR#Sfq%z@9BXrU-5yCmI?KJ&5(`??O(o|kl6y>wf(_(-W-6auFC6Y_FdVR~8d
z5p~<6cx6u>Oo(J30><<chB8)S>trTQ6#CF^dGD_IJqdi;4mxH`w^p4|f@g7p8Fa_^
z7KV{b71vJ>iueLZ=(GIDhfQgH@7$@q8wte_tL>L%`iMRtZS&8O6xla|Yu{vrQH7!N
zCGmAb-oiV3N4nJiCcGOtc}x#_NC5uA=};x?zvoGL_g1Jr5uLLbv7SuUfA@WQbStu`
zBKW@_5P^_<qglDD&<nsuzA^A)XNG4=Lj6}MeJ<4U?kRh`QyiIKEV0I^6wKaXv#8V|
zx1d0Pi|Z~QUz4J(;40L3RsqXk1w^k$O|*|7dxBLV=*9Uuwg&vM`-3V7yy}ulqD9lv
zQylQ6my1A~&9EDU0u~ks=;wM!4j+vCwk%c8#q})~-qe!Uk+0Umy0Fm~kM2y7ZX}Ua
zjP-e&wSL2hJK)6;AR=~e&rkrLAw9(4E9JNv-ZZE+p`|ZC;^H>_=3$~P`S{CLZ#nHy
zCsS9anUL*q!}wn>uEOyB8gC&-(0pR^X8!DlIW~Wg6uy&qQh+xdcfy2c{S|H2F1LBt
zVi7X_BCC?XS_hJ$%j&R7U`7z9MK}|z>Ht^MLGXI2BW7mgF9rWmkd%~lB8ON;g2Dc5
z%L}g$=_aH6($L}Pmia}SoO#}@^T;zK?1F&I7q+-DE#rzha9;UZJ!kpHJjiU`oc>YA
zEKX|`E?&c|eN?0G+iD9pK)*(U_=`61flSE79Zj29wAqb*xwpbJ_of$~SpXk!s!h}R
zXE&dlWfF$W6j||q<Dca&X4M8Sk#>{I@$!uXS5oSKd)-;LApyPTi6LM#OD4DtXfcCk
zUyRCp<0lrZ%<Zy#%>3}fM6WcSu3c+8IG><1<*c<JG=dTc8}P!G2>keqWi*U@`(FAQ
zE{V7--Q`?JV;hqDP`M-OFzYm5Hu&XfU)|I3pE_g3Q$wYH_q4NpaPms)l_|?VL((_@
z?vgoeu%Etq6R<gb%=>Sv@y5~eWb<@*EO9%&B$f{f6(pzVH?466s;?SoaEiPuXvxPo
zsEuwbGFO!KaXw|V0EML9qMOj)DTzO6_YiR(Bw0tQDaXa3L&B$jh0ex>jz)w|Mul7<
zx51?3R{W~UKnP9+VM(j;5Cy$4R(SG)H7|^M+CuyIa}F#9--rxA?cM;(YeYChk@gzH
zKXlkG{yK#1v2GCRQji-EAojQ!kxhSkx?AHSd74J-SAt0HQ@D}1Qu6I!PM#t3Bsj~#
z2W3nkjslJc1&;{{yduHMn7=D5JdjC*$_#rxk5!OaD|GuF@pF4Iyo)lG95F?8U4@sr
z3aU?ZUp&#(GU|~x>d{u|i6k{=&*k~3W*(g3is~NnZLiBqDI&4qwu=41NVO3f!x1X0
zwjC`zOq2Re;Sg$J@QV+2BCn*crKJD<T?~+DUUnCfUABO97#QI{H1C7*VKE2L2mez~
zSui<WK-%&i@tva{$5G5{d3M5M`A4jgc^GRtfXaY?A((6l!8m9I2t?e$%m-jCay)ZD
zq#>@9+loWP2~gm(M=6JXfa{56a-g;Uf^aSCa3GOD5ab#@hKXd$zae9e4Mv2xDG7-&
z<sklz5mVtyhZN;(f6Lp511Q1vVhPlq&)ybvsu+fSV}FG~RhlvS+Ogna4phkAQi8y3
zlUfVhEiJUB?NH{A5SEvVNnzU03Wc6+3+Zy0(>OaTUh<OQ<UvV5WC)0|VR97z089}M
z>H-L072C?fYTw8gQHjS5S9u!X2)ZHEPj1ZiSqTWiJR!kkAtZpiVG$Cc_R_!ZfOEFz
z&TNl#445Fp)gei7yh<&MjxD1-Z9IaX_!b7ZTs|u2);^EPb84tmOltH<|N62j*#?uW
z^)uP@<5zU}EBQ(<`C?`H(8u!07<74@Y2jO~jHDMCpH%BpUe<r$g+-pt#qBD9G5^4z
zR&_2|N61rC;s7GqeXxIvC!<ZbRWGag`ogB6?+|hBViu|9odoqHlvvqfgq&QoTon4>
zTB|1qok=-62>Idshyzd`HW`3+>N51Ku|MgVM=?BMQ^DTD{S$4$;XC!^JR9&SUrDeW
z`5OWEIgaApk3%5ezj8>Hvam{77w^e!sN)<*;K}Fyv*Yc-wxE=B`r8VdCG6v$5(|#<
zgS}`Xb$M|PICtS7N!9hM3rO4`$3^BeYj-Q;-7y<iAOs$?I0bhJ(4V-ql=4yEC-t8!
z8;FqjXk#7}Fj`98_3Xe5_j5sV+@9sE_Ryoo++$q-#D2%g?SQfL(Fe5m!M6T77V9K~
zclntj;t<e?-?9!Iq~nLlGp=L0ipVh8n28wN<IiPaGw3S~zIrS_iFJzu>Mx}Oct3q1
z#xK$Y(-~Or%lE^;v#q_wW%_~H$glPqzX%}r^0+X^j-_AWAY(~qhY8((4-r-cbn1em
zVjboB42jYC2?FFte>l(wZef{W=&~JH1^9O8=`j?C4KknYvzqL78V%!#*J%va$xLvY
zbN(xBUM~Ic*yw&Vvs587&o=Y(8D{=2X@UtNk@GtarS$&I-V>p7SrG%5s;1<c4Xml+
z)IJuX56`XLTZ>ojx_oC?=t0Wr%nL7g?&;i~3c3v3m~SmDFl5~}$Is)?yn?sc5rFPe
zcKN+F9RAIwIlbZha&K;<+F7ni?&x4E_4m?eU|+unh04{4S4g`1ZLW`{{!HvznaI|h
z_k9?+J=Rw&QC_|9bRj@Y>ImT8ZJxxwKlYjD*9dBqx$f_oJ?A}MK-S&1Z-v738PEX@
zN>&$LYmkMx><f2$+}bWn;l$hbf|PtGC;gS48kx>DFLnK7o3ZZJ^Wmd3jekDkvDeZ3
zl?GnR&t_gHr+;1E#z=$V0#IV!LkhV~I=x_DINt%u{oECnH`Iq@yhlhqR+tVo>vMYg
zmvkSseQ2#{rfhyi34AK5GaB|StO^84M~X1)otv68$^3e=+nGH4li@W@>D_P5U_yL0
zFaicr;8VoMNRuOA3xl#)>o<Fae|}W^+%=hRI^OB*@8aTumXZU>dZo!75t~k<m#SO#
z5j{Nv^zz_DlWay)db&h7b;{C;UknOiY%vS%@T=pw^kq9gm!)D%U|=+8;m$!I5DN>)
z!9l?Z_~9TKc{kFx3?W)U%m-F`*R56t%j;fh=ZT=C3lFDz8%E1YK0rp=Lqgnl1eG6F
z@g8brwMdKPi;FH)d-~&1;+Ven5ZS=zI_sLxOK%*uofJ@>u>=@fd*<JnJUrJ@wV6MD
zP^iZ1tFQ`?QnXWg5QP4EOsN1#WMNH$QybysoAIZJ;FqBsahqSe<R6Xx<{9r`m1QHu
zAqqrgeywWjZ7%)$#VE<C%lubZhs^y>^MNCN!9z98&Z%UcjVSf2R)tRwnj^E~MxxZM
zQuEsx3nVq`gtTXL7DT5f-3x1-$lD^sb3IsrB+p`2TGb<peu=_u?Jze&WyTA_z>iaz
z_wD*gx^jZ^V<M#qZ$nMZsvua1L>qEaioMcH(%uPfW5r-&7k#^IQM6-GwEKGZ)3O~Y
zNThcD<|BTq6h{Q<7YlWoXZFIsjE>0awNkTH*;Jm9m4KV){GCCa@xAR(l@erw*VUiQ
zM}wVrO*FKbvVG%1VrHsel*S9ZV#;D+{2=3h=KW&ARnyDH#Mw^Q;!WG|Yqw!lF0QyR
zLOAIO^55>}_WIV|>Y}5Am4mardA>{j*B@WM6{(EEl9VVo9`HSAfUq&u`;hF0Ar#cK
zVR6Lxa&kRXKQkS!s&;3poM-B+X3_-9W}hllTIZlbjh}b-clE2+5SpM+CZE{?9H>?a
z3Gq2W#DIZb(uD+zZ{x6;JYzhYkD2e(d>ZrY?jXL@!CxGKAkv%#7`Pe0de9-c;DE(D
zS{=U?Wf@BG1Q#gfZrB=d2T}<I(PBH8du-rp53s}!Gq$L3ggS@w0X0m{W$mUK{W>C=
z`8eQ^aABMuH&X=)nr!W_jE?t-$7}8`$)vtI>xp`I|A~4*Pp=(;@6d?o--&Wj(F*a0
zZWR@t9<B#&9%N^SQmm}3H0(j5!om-wr5{SK8+dByY8bm42iON#ys<cXx4Kem$3*yX
zN?GcH$1mK9@OP?m-q`mC+dYLW54O{_Bq~NlE5}8v$EqqOs=Y-kyu_<~#JoHud@}7e
zx9oQJ?6&3pdar9d8kvjDG5b<nSYAnEMYF59>!kLYWn_MKcxq&7&ih++`Tp$3<Lf{M
zfh?99VWEKQt$({LK6|sw*^C*Vn6tBLB_xo?X68Y57p*-#%UfGV$z8mISw%Abmw;4T
z*sJv-ja^Vs#wZ<KBU;@cQ;l==_Om)$`dXWsS{vc1zh5e67;uDJihdDq+U$3>H}<z$
zkiFTj;mE>oX*2Xf_1Gic+6E3_De7uY>^GO{!`G_M85W)nHa3V{oLm-1ynnm#W*}a|
zCr*FdRDcheZ8-EXVH`&FVh^5%Zn@h(F4o#1t-Bzq*L9Fn6%^d0Q})x4anUtr=WM`j
zz?sCEy-OxgH-KOyRH2+wm7x>PJJ@H(C$L@Yz`XUZb{Hw?<+pm%T^vz;H%p_hDfeFF
zd31c!t2emowjO}0u}<IoDd@o4{^s-~RKnLYXtNLk{XthYz$M8UWDt0E{Fed!=Im&2
z(DeFrZM(TK;Q0K7i=kg=2HOAdvQ*IIdhLR@Nd5@qcg?UmHq+dM5nSFz2VC4Bn=aRp
zWw@hj<b2@uxrFJ>>DbGn<1QOPbkGs*``CA6k<1M{1smdFuz6o!bDhL7kjPmXW>J4p
z+7E>ezN(dpUfA~7=&Y+Rtrj&c`5|R$H2qwADCMJ}*N(w(;=i561WT7}TZRekmyggQ
z9#8^B8z;6$VqWSzbkD-CVS@j9dp4I=<BJ-yW`hF#lnMNl75S{_0Di`z_Ym#-aagjh
zYDeBEPp%lZ&c`RcaLZOTSVn$sOk54^6HY*p5mnBQd~6r}csq#~m7mN(ZA)tf3DGn_
zNXipWgE)8x?;%!KKYs^;*CW!ubf<-r7U81YB%knJ5q#l$8##jCj+Y#olrN;LgcmWX
z{sBVCs$jmr?q?}zXrTckUTO?WM-YcaQmf;mz_}?n0D?w)o5ROh#0Me^%dd<4@GbH~
zRenv}hp>_lxmh(SO<@%nZsVd~Wp5Sm@&5~zpYa;re=u{eaJnFWs<7ZM0I@^hA@d8Q
zlG@0Kg34w}ZNCTaeE-Enhz|y>wp-%}^r!{4?u`z~<a{P<!zjHv4t{`zJh{oqCGP-z
zAu*$dEQSw_9FC41k4qegh>{8kQ;G_6;0TBuZ}25zHGvLV!i<j*1_o~p4c@*qz{eo)
zDb1~^?Csg@E!aaCGYDA{7r#(T!yGv=myuFw_(bdYZ|S*-tb;DUHC^73<NNOq1`HF=
zOvyyFVK?LS_*H4N#Q5}W!Y!@BEq{6zes?a6jSuz@EX>U>{C(ImbAPBy3Pu~2?GfBu
zp52^W+WfV;IrKXcg+PS3Qj~d7R=AOu{W=vXKY1vAC@y+3{`Yir-1Ef?w`cm2Wu~3V
zPum_F_37wNq5|SWCj}rn9R7)HXPhCFZ6L}kEZf=P6xs1K+3_Tq$JFkOb-fR7s+0Fs
z)gxk$M^Q)8(TDX<h*=Y6m+tVa-f8@+=>7gZjy?PO3YVe;((3>{{~bEY6C#$UP?^{6
zX$jr@qsqL4w8*7>{e{}*8@<ctMBBVn%dg3fg&Fpx+3U6+mMj96gYD8X{L<>zNTAyq
zS{a^NGb`G%H8Z)eqt*wT!94DLbZ;O@mJ-pl5|iwF&*uIlv72c)*BNrdh16Ze;|Ole
zz7pJU^eOR7s@?B4L+4~E1jl`97N_|yH66zIAe^O8<--rSxGLM*JMY4+Q^NIA^2Vun
zcWoU;;_zW0TCgXK<m{~@n3L_l@O)O)y|(UCx9)R7!X;zIMP1r|MyyKrB83%D+OHU?
z<i--4Ds^s7hcU4aQJQY8{Hlu6)NRu=C{zw*C<-x<r<y$&xoZ;&qa|~Dr^ca1<gsi>
z49ruD0JcYsX^H%|LJP?4+VTNUNX{#mUG)<+uFl;N@)Qg0Kdij{4bRe1JlA_aPU`c5
zX(lm+_!qEPvu<D>&F|w3WbzCoDiA=R5r2LM7c_P^L7KtS5<S9Q!yP(NHjnF{DY#d2
zJ2h}Sec`^I{}E$nf$2{FA^%Qgz|m{ZQFGqWY2NYGjYi;&hT;u5EiCrJBR1w1e~p3c
z04YkxFTo&4bF6r15jd<c_Xi>teqKnn{@@+XJgFP5cKo||d51-Ls{O)_;VJ9()3}mH
z)W(d<$^Z6P&Ft*I7w3J?&E@9c0OEm>!HWXUdzpY^rOJcEk)X3S7AI0}#XG_9vKGh@
z@LSvT4;3Fm9T?h5FMz2H6X8NebHks#h&Fo&-5DSg2hzwM8vyzM*L>~<{ts%<qTz9C
zeS_~Yy9k#f-ZO?5ouLjw5kd!bf1ItYKZ(t0!6Knc5x23p_Re$j_L(DIiB|uF^9$1h
z<WP1LI!b<MP~ja45JsZW1`wA3KtR1>EYl<#g{-{zPXsbE0!eN08xVur0h%g-{~ue<
z{LH^_@v~=t2TuprptM=26&lBc&|d`ZZO~v9@dGIBMGJqh;9L0HB{<^%#=F?jfLb8D
zp?!yl$vPM=Ku7rmlWc&!`?`&~=mO422qwei7=#0R;*0INbtkjWWGum9S^&FC?_@r|
z9YFsaj5f0q#TpPi2y($<emiPM#7ekQ0D+1_|3fHWO^Bu;a8V=>fic(@7ym^s0EB=5
zph+&l$6KMJ@0M?~>&_{oEnW^aZhUH_04wXc>wQ^eWwv!6sQuF_595g<jWiob3e86l
z(f*Oz_!Mg9y&rfc<uUNF)@MCvq48LD5O>~KSWs_A>ys{W-X}A7Rb(@^Rq%XlY>eXh
zcJ=)GxJI+Ieaq-Jj(gycb-3h#;=_ypGup$4q#QvipM&i%Id(S!$pIXH1I+){g8^|W
zv9kY}+x_ulfojrX&v-xj^y!3zxhy}AMf*R#I%AG&$2=`i3VsJor_%HpeWMxrmoGPR
z*1v6bcD}27|5a@85-z*d^kUdVZzK#C-7Arm-K+<!+yC;oJ@$);Um$(tErk%C5y4iJ
zn<f>%XvpKW!Z&C8;y{(-wEo>{`K#Sdp55wa^MBt;_MaR=DI;67^{RCwEeUP#{CGri
zMS_v<bFmPTHUPT;_<$6MwMpIr+)W<%KhpPTyh*%i3}9XXEZm7WvSl)kyHG5KzYG@4
zlbb8XlP9n53TX5kRnU|&Rijy2a$Sz<C?#gr&vCTM&mTUdbB}(K%lUMn+Fc5=m6kR;
z`0F=5K>K|%jt@c|LnHglxM0G%$U$UxH)C%%r$C32$^cgVaqn;+L48V+$d_&iX;6Y#
z0^SAU>)ktFdsAzQ1QI_9U?T*nhy|!HG2|p$LD@o3u)k3FDn|nJNn|5p0BU>;Nkac@
zmBEY1F(B488qw9xBY`k`O(HlYS3~nc9<cZ?irMGj6P1vGB_TuqfwiQRVFn=#LBV+h
zN?b77EqMYc%Ot_t1>OwAdxtP0AZH0;L$PX_U`hJKxRl8E(ZK-}kA-+9XPYQddXlJ3
zy-Wg#9aan#e&+55ui=7&$)8iGa`uJFzxnn}#PB0&FP7=1wflWk%VY=ggAfS_|E4u&
z9bP1H2=)9x7%S`g<O6bu6Gsp$-*SN|dA5E00XZ3pmh4%F+wQbxahsO)!}AZw0F)V7
zYNR>3BkiA1{DmU;U0oS@W$*_MdJWyr_kqnk!i`aXJTYxNQA7L|2K;Bgt?Q7lQ+e>p
zC~K9uY23kuZb+$S8{fU{jl-YVA#mY*I+v8{GVnmyJe83sZ43MU$5qOGzqH=^_v-a&
zk0sx~lT0C*NhO&|qXD;Vv1hNzJ^*Dghg<5KAsoqW@OPU(po4iHA+eC?2oQZLi2gYY
z3vs2)VIw|kp+bhXKta~2AQpO<u}!ET(E|EU3y)8X*D>BhpE9p#Qj+G$B=lm;tuwos
z)wz7E6@eMHv>%DXA+Yp!!=$~Mog+W`M+I$FxL~OR#LsUT_yGM~aIkmM;JBIcwnhDZ
zfZ@h9BHt}wV6Dr4%0s|qK2>L9mm+$0aIbvKmq9AOg~8u^e>wWBn35o&Pe0JTskR{_
zXP{9npVVLR(qAdg@0bDYF_>|7G?kuFf9)t}d05_#&ER+b&-qEb+d>ayjo*?R-(Vz>
z!2t-1FWeUl@(8)_h=W`HnY|bSWN>)dB56hniO>_UCaDk0#{R>enb)5L!4M+mFd_c=
z--tLE$a*bh4lD@5A6TM-ztA5Ga2!?wYofG?!+2Wf!NKxE`y|4>K2%^(mR()~;sz-}
zbdjLC2vKZ-R)@#9?26U$SbM)r_q)nDWuu#UWJKvhVSL26M=0LJGk{t%p@M?q^ujx3
z-#rbWdO!ccv*gs%d7{?gTB`c3z*?*cKWnp&uwQ*Z0d`nnt@m`gN{g)>&GZV36e+z4
zTsmzQY`i|NeQ_(^h!uSO49(1VGc;E}Jytt3FFrFOGd3wSeBe%QA0RcaCowfG-yM;a
zmUmM%)*4s2G%&&S%0;z)9wm>sOn>3e{GP~Yq6Haq+K~P4R!Hi=&EjAM+Y)hzdZGyL
zjF5|=2xQ#ypZoiBc3S48>7&clL$lx4^KHumEIvja0uotLFOmc5gynwVy4^Zn(klI4
zQ~o_48`H=FFnZ;nMcuqX91IPh!P*P!8sBWUBbl|D&!VbYoDg;?|L^senWtu%WRW$D
z-aDN?JK8$R&j(lK`kVB9)|`(slj24qu2Z#Cvl<xDI>@;p;f3kik+JhSpMyEXVTe4I
z@LnVmMryGIeVvSqi3<(Eii#fLN2<Z)BllkH?y770GMpyoAlRRu&MV582F=AfXu1E|
z&-*^78Cg%umi6aI{p?V3Z;5$j%d?}OiCC$q-XSF7Wzu*5g72zz?^UIrbhlrpM9kdx
zsn+wU7KNURYQ;ZmlCx=1D+3LNgKZ+h*TcfIA{5^JQpE6pZ3uq~6A%nsUS*!0{_go6
z5HNzf9x=p(g-8ZqEdp?{qoW~3MN#Su*|Rk|8QBYZx+5lTrB|(?^S^!p&8q7e5~e0K
z+L-_qpeydxyGR*0Ytm!es9;azt*0IcL_&z)144j#C3#^r%0eR#2UOXc7`;wN??wK5
zJ;6z7O8Tzbs?`^hx=G{O8J|i83lQL5Ryg^&?MC8b4o>u5X9o!nSkDd0L}<rE<RIJy
z^fydG*gBqR!x&13XgfT#Vck_VZuP)wEfcri5JI0rsf}`b)EzN$#2yU$Z8b;uo6YCw
zW!ZFI;b6H(;h^QbYE;)@vQJ#6NtX`CNSk0nPqXWz%|%w1ZJ2`<LwkjswX;`Bt4yDn
z%HLmQav;*SX}R%%`}4zMtz%q&+V9fQD*5US{H!Uwo4lW!t<2ilUMOLIM9QMRUn!dp
z0zCwe=l%36sdW1Mm1dHF=<$oXIvoMUT{bd)r}EhTXI>Ov1?{gMz{P1-WozDC4CIl$
z@F*9|>g|>be89zXsHYHM(U(}0f6&fRqz(90d|p7yU>Y9kTm-M3KnnT1Y<fxWWfA=M
z`8n?3n-ULSi;}fI?U}3%?XV2?!=9Z3=LQbgt1o<^B4HLn<K>k_qu(b453#q(w$+E#
zD)c%BAz&dm-+QX-VDnC<MF^I~rJYt;7y?u2U)Wom=_F*q5)RX0Awj@><$)OlzZ$?G
z$>*MW->^Lb2Mg@1&ioz}>=2ai=+df4*0P0EB+FBZ9+Wv<36N80^E{A83_VST8u&rq
zv?Si%oEu{?B|Eq|Bwi3~_Kcqcj`gNKLfKY#G&TNOwullQu_p}+5E>dS6B70;v#gVn
z_N}eK*3}YTU8+R91^KGUx^Zsny>Yf)U)wpJ5HxNGTB7zm9!Y)qzI3kk4cBewZre-0
zJiqXBQgwKmo?a@ls3iZ*<-y^xs+eH*=s2?2p~%j*$j&j~Y2lAe<!8^FJUpD#dwbK;
z>c+?4e4#g@DCVaq?my+%^y-fl%wTq4VKEUMN4n$}+WB6P^K8Y&R%-T7=KgGK{83(>
zS6}L3R)Y=z3AIn|oM2~nR@-nVBg?ZrJ#Ev4YZBXq`|}N#2j06YGnHCH886@yFBVGq
zoBb<Kti3SW6ujjQydn+`<)srF3nhZC71+Jgkt+#a_(E~udC)Z^#l<A>P31|D+fDyY
z-}K4J^yuhx-%iFwcsyC}!XSSTvi#t>gFI+q{*1Du(wl!=LJL{U)_7afod0FzP0-3k
zAwYKOjnAxMqy4zDhn^nb!I(4Uy@t7}wLg2+tFAcnQhh>Ib>Rgx>-G-jjy1|U?Q>cc
zmG{$#xrVqaNS+E?|5J^|k6ukDJ^foDNtgbqPGf^t@+eWSK2M6GllUg~kC#GnS9YFT
z?FSw8n4c1XT-%N9rP|ARpAV~jy&NyO^0Zb&5HvSJvgch>;mAS$8!PjRZ2A{Bes-s5
z?aPhdsc0jEn{C{P>H7N{nd%dp6tZ5lq45PTp?VA1GP;NZu`+l2=6cU`V&R&13t*j$
z-`csI3Lf{O(_i7-te2o7WXK_q?L#pDM$Oz+au-P++pxL&a(Bmg=O5mj=)#E1-=SbB
zNyRZ=Jg?H)va+-F{w*?weJjgV9v)LEdJh3nzTaIE<6~kY16fwBCn^@faV42=@AQ%O
zrKBtong?hPtD*j==}Z|s{;gy<ru2AB2{ol{qGNiNQxelqmBQM9sK~v)<VSVg9Vv5X
z8Zfu`VIll(c2Q_~qJQ|njk02r7`z0J?7yS5^U#hflHl!saX1thi@FVN$ZGghBGZrT
zw*B+Op~pfxK1DhP*zs#ibMv5-sHhP1dc?%|q#=?Dt}x=LfSiknejY=72Wm26H@Xvf
zALUb(W9YwKvKy3wKg}(IOi-U|GJ-Q*KZ^zP+2ThGF}WDa0W@U?`eTL$i=s%Q^zJEe
z4Jy;oBf^;#=hz0qbmjjjqFkvT65qN;0>9`6mH>rT4B-eqKq&aDf)!gBK>uysR&4<a
z@h8p}wP3XC#u_|EbMdSN0MJpIvj!^zV18>Mbc;xY(37Qme%J^z8fJeXtECxBGwPhd
zG-TG#f9crGbnF)FBIk?ER^g!h=2x3#icJ<kywMeEAYTHR?^rqRP;e2y{ZT5_4mE+L
zt>f#jW5fZuL<9ZkTXSPxHWvzkd*y_i+X2n)63DWF8d*V&Y@h%$$kO750~8$Mjw$ni
zmU&TBc$rU0mlv^t_?<xg`~-~FH=TEah%TGzjONqrP3(KvA3)~ltmY`6)b>Qz_e9k_
z+4o4C-sY_BQda0zwx}-e5U?S^ze^Hy_b`)kd1gnsxsqYdTCl1g<yfB#&W_Fv&gc_>
zN^z7Dw8@eFzcdmu%B>)l$K|>D<%E(|TwBs2*AoyeI#0BVJ{mRDUb>M9LDNYb?J~=_
zrS0;PZHqG;zXJk^=k)KBn8GPT=sJ@Yuaf$wql!E9urRb)R&I9$_-^@1Tz8cjx1<Qn
z-EHJ|%zuuLveb?r0e_I-@{5SjAZbWI<!WH%YJjNKb;T-yCnb36KA7bm2N?ma(uY4B
zlc=za0_6_{s=}hg#DKqEBPyh9Ji2l?zFI`XRY-2rGJVH_2n=$j+uYN)NeExEQil<n
zMmQq7j&Gg<!vzz{w}p6F8ZfJ8zZ?$oi36{?!6KJyhDLlTL5Yl~Fhj;a5%4_LA5UeU
z+>5OE@V$eIbDhak`rEn&K%nZD8CZw=_Q7ieV4g4{WmJMBxi=>f$!|5g`VXX3^dZG5
zXJq%;7?K{n(+$2C9F9N$Q*f1FhkhS{rd+}ixi*B85+~%F+>30%0i@fJAr3+$_iI&4
z)7n4sh&KYcCng%oq$;;-Cz!(Ttw^&OR1}(VHU!X57>0aN14^hpOMGm^>>n9+>{4fK
zt3$;F!4iC0@RL)&?93;Rbu0ZRUPb|i3Mc*D!F_n~uLr73zNye}*{4H*NncHkbe|3=
zHVwIGKijRZPDZ<9o98;uDIDQVbClra^9AQF<O`Yd)LIndr~%8vx#gI_U(Xo5sgENv
zVbI%_y9X3-WCwxJ!Mb6BbZoIZNYHmFg8u^Y#-puX7uQZi*!mj(&}Regd#BiCw<VtH
zp!ir2u#CbYO?d%it8rGkPyCNdB^kvLOM{OJ2-};bnT7q}B?7AMhy|zHb)OmSB&u6e
zGwi{XG+OW$l51TScsJ<!p$7-->~W6PZ$Vy?^dpI7c(>TWZ>yH=+ZLwGy9<IPe~4O}
z@Be&-2uepUwn6o*9I*Hj`o{Re5mjVnnr-~rKWQDa%vr29<-ZURM*b6PHuwlJ%aQ!l
z4>@>FZ_$e*yToaGGtoXgBD^glm<oRx-Hr^fZu)7Lcz)upXwdC<lW_!PY~28x!}u^^
zny%fX3Ve<&(1Xbf(px+w3=ltDhq7Rp&FE}zAy2a{6G4pP;-4uOXI#*Og@VKs3MkwQ
z0DOA$*%cDX^|y^pNhS_PYt+KluNqFk;yP~5Me|A7MB<&Pk>I+U`r`B*+!s>u+_;VE
zoxr;U>(KB3nKn+Uudp}@*e0v6pvoIUo)SW(`)>X@nea)TF$<Lb*J@7L9CValPIm-I
zP6Z#yW!fTY+QO|hgdGt0I^*B{sdC1G-p8`&IE9tWv!SOyl)a8MkU2#Uo-r15X|%uA
zHjKOaOQ*$<HC{X_R$S2%TlKoKIFQ6Alg&wF*GZ(f|Cwg&%Bi5Leb(vo=U(lp6*)DV
z`t!Yj(qU!#CMBqZ^I@Z8+B)2#1gw&IPAa=Xo#43PF*^cee;)R9-_eU_%70BsMhw@a
z5x8A+SDSeJd<JFsSO4*xk<Q!`9g6#m>tX1G;p7CONXkcY{BDn_g;4J%g@JWA9j4Xc
z22YhZ*9>+WVcL$g{R@PAa+y0?*(DD`x!pc3?ieY?D9S}f{qV@;ctG^y9jAhhp0bjX
zp`PBmq+cHxfl>*Of_5K4#>NIGY*bw+I@niNBq8K58Vg~%{~92oaFSvY(!{=4YJ7<3
zPf8N`X30%512K$DfI4DPMlbY?UWBQs>Jg35CFdz637$ko?h+(o@dHb^DgUXr?&!1{
zJbh=)-bZ=wBga9ArO7>-BMd`O4nJa&C)KYNg_y(<D5GHaLP&ovF2ThaNr3bWMqB!%
z_8w<Q!;@jkid_OHIO+pw#cLWXF%~+nm(M8}A0Z||3T=d?YFyV32$7S8c2X@Ds8=lR
zBSW7FZ}2rhJj)x4V0@z-8BXnuWzveD1gtEQXOv*~oK})I9@-S5lk)e7M~A;NUvjL5
z5^#tf;Nkzh7kLWi5HN#%CcK3N_TW$p&$iWXAwaw-s76adh(c5}6u$D75FE;+0weBq
z^++;D@g{{C8YmmekIVduQUF?zts_4zQW-8tr`st;Six=~7Wl1+m24!<IZB4|lQhSG
zSJd|Buh^<zd0!sxP|gf}NfP8sbTxms0p(avAY8Wq|D^>pf8-`4@KoaF|7OLVOmYiJ
zM@I^Y#djooc<^d)#8i80{PK9TyO_H6FJqh5_4mVrblL5+SFTx_YMAG?@08Vk*tyo?
zZ)a8A%8F(CKgl{@o$JXn?)lBydp`4?Y$k2LN`Rr_!A3b)M}-6S!K$x8wI6hc2IKcT
z!kc`?O=+Dg`LizP@|v^$Q>FgEJBKH<w|E7p;8^)!*Bn4llbhWT;aRqk2?i729wZb!
zJ`(=-a40sbwjM$Eh5`99Y3i>YbX8kIgykjQ2tlIW<8Mzry!-1JoVh-R^lv6;q})+q
zqLt7+oOwcNqwx0*<CAsIrsr0Fe=Ihj&Wc>$I7<%R{q<A$JTJEA#rdxv5_|RY`L0iQ
zRLC|w532&MD?B>Cp*dZb3I#EV*y0<gsg?>>n0G0f-hTC3B7wzNC|G)CbWGu)^3LF!
zUg;*E6S0=s>0Y_!b*YInoA;zHF23(BPbAO=vs&nt<S$KSJKGJ8kWkz2OqHrT;pdmP
zzXqhpe{p5S`>zyyJwKXyJNqg*bjdjE<UBIYcd<nNh3}j7Ce!)s%>Mcne4_59>$}l!
z@72gbcSyS<+)K=U<B<#rNBjWsw9x@<;OrKtRfQzI4c4V9%)z!3pToA}{VUFX%>*4a
zgvr->e+m~emU$}iIx?6-BoPNNEIAOX+(#k0rHT+g5h-L~czIO(MI?W(eG>&HI)6Eo
z3~U(Nv9M^w8AjBP#KV|T-=K*9dr)Ew5BWw|uR#_J+qY^#?v`*L@8M?zJdX%qn*h-a
za;i5|e_wPj?Y=_&jHk>llFBl9pFZY!W^r|~E&G1|WZ@oT(=%axSC<0plB3^gTj+P*
z=Yr!|qs>2@t|w=YUr!8WL%!W?VB2m#8eLXzuAwtbE*DljZl$G9H!w?DbB(3b(>6vg
zJ2Ns=GMH7Ex880$M6j5~iH^lqifed__n%b=oK%*QdzVo7G_r37iA-Npf(Rc@HqFme
z0R5?I%R<xRMAG9B=?O^P_?5KjX;tZ2Rq2Vh_LlMPuF3A6LCCS<v+IuN^v|mCm+DXI
zo#*TZYV|U*PEVA!u3wY<rs~=QE1TFT8<P<?Q^UNOj-d7bXg(2CLtZS9-!1j@uhx4x
zVd=1;#JiE4katWHxtY@9DLvpBBjF<-6v)>uPM;U9C}ZM&@WhL(`#^P7X=isbWx1mq
z`gB8Y!x-(x)%+u;=<7+)`L$}`*q}<*gl0&H?WVz27z6k&?Q7SQzXyz*LQO0jYu}fK
z<G~n4Zek^^!NP&Kyz#W!&bL3NH_W6i;d-8Fv|{tM7bg}^e}AmN(YRuWku207miIFk
z*XYUo>N;!dJL;wG)<|c1dOh{_c<k-*ROR>B{Xf4S4o@9&uP&$jTUWp%ftPwB7ep{O
zOhqkyh$pQm!_Tc7Z3@Bimf<ikCzsG7c^L$mEehYK?PgHC2>Py|DE#HC`^rkm_iwbH
zdh5`e%PTJ>9LSC`dVA~HIbVSc8LcwI3HxmuJbzy9eEgMscaIg&-DPAleoL>wKkRM4
zU*ACYAQ7^`+OQ5oP#g@OZ<&k=yl~acYH<qldMLUD;uW2dI4FwPzt1qpty-Nd!2a0T
z<h~rfO=z1tXPmJtv;U(TOF59R?$gvy($Bo_9Gh65U3*BSvT{XI2uAk4ct_Py$s%YD
zc3bhj?tes4v9~I=!BB-C|2bUxA90cE=9B)~PX#CC=SjMxE7Z>L@Ni{OY=k3v+|Xq~
z)TfkN$!ziwo9a5@-#g=N4~S?Be<)YH^GkW>mwVs6|HH6#S_Hm=&^tCIz8%CO;nJWq
z4ZYuu?M`Y~$D<$Lqh0ffcWV4LtWa*fjS$%}t+yr(pYmNk*>%#5R1HlxO^%~R=igCB
zANLo7F)bB`8-w+Qa50&DUn3oTL;Zl}d(C{ePltC|E+$H6>r(v1SPV%wKi+?5=k~Dc
zD_2|@5cZsH*l}Xx=P%NX?IZW3s1)-YeLnU)^?52?3bcnUAvGxxM#C^A_{#^HnaF`?
z>FR<aFiCiD3t>dAH8Cm49{oH|g-`W?+~>xt@UvkBHvYB{fA8acYNZ&$thS{eR3Cs-
z7zPmDBB65RVd%wRihwY5@XvOElV+MYm{34V;mk#~3)eIT67b0TaCf$Uuvt}J-az}m
z9v3+^c~`;aU?F(35Zs&vPl0$hCm2HNpF{8Sg^hP-EdqRI{!*@p$RX0H!rNuxPQ~jh
z_9nI~@P%@i_q%<%H2NvQyLSo@{NbO-_^o)%pw^df^uOJq)cE#2`B_=^{!&@lhx~l(
zSJh|K)WTYsbt##F8`G5|I2<I;YU~^?Q~2hjsNm9YY$aV)%R~=Z7<klhW9YOJeVO)N
z)9JLBEq3=+f2M4)Y#>`8!7Bnq+4lBEF0RI}L$3S(w4r%>i5w;W=o>~KfhgR2Fj-4C
zd!L(1F!OOYS!YdqRZS)1^Cja=d-|*TC+FUjXFgD<MPbw7&(E8iZbDFAB@tdSk;3Tm
z(zNvneR|Voqc_!6M@y$$T@s~uLa@fS`pDwakPvK5(~(=?#me+@L}fVCB~7l;^cw$7
z^=11^>b_}dKy?$2L}Bf8>wKGcq0#83q5*4eels__lQA_VAyV#Qvmw_f7$DJn($2T*
zD|9^fZ#ANI*rzdcJF~IWNc#QO%MFLE?{GP``%Me}vZWkc)ekuGgpMY~nsYP)O8fb~
zo{|%Io!}}x14JttM@8qLb~Qg7YVB<69k%_pm@XJagr3Qa&Tp1|cTsTly&RtWlzd;}
zsSTZR&6`_ql;&n=T0#2!^tYdBCAE8)u^=<(SC==cCg+r;UeG25_5C4c`m3&aO3em1
z5i>rq`EvW>WCUjT{JLFoKr2ioBbaV5e&sJ(NlN?zVsL^eu_czDp6o*5?!+gad>MYX
zZ$1%v^5sV@a)1xVRTDY&8>uOXb91L>2|@~E#1>8|Fs?5lSNNwC#pkb^E8d#Erizsf
zEPN%~%a*Cm#->z!fU-~jQJCR-=9nKP?_3-n?p5t9TkHFilj|$u{-%+JhPQ!1LG!Jf
z&pDU(83#SR+*=iax;JOc>ErhH8g$P+tmxiG6@1*{@OUnEthlvau(kfAyIWgaI>#2_
z15<(3DILKc*DoGG>xA9wgwP2|W0)m^hv<Y++C1(%#ry)HQ=FGcM?|`im>SO2cKp`@
z|G`05!+Kb{*@Y4wnGyei3+3br4lco0BX2|L`4Ewo+V=8h9F}?aSVJs0h^vDmls_1A
z74Y5p0(Jpba`;&Deav-=_EaAdCP-|7&!M0z#Qj?@x5E!8T;V101fCsbn%fll-6(WO
zoO(bZUAN{AH<%v*-A|PJFB7C;#LFO*`t$y$geK_);!k?UqrgFB(!}=<)Tm-R7!(pa
z%*`|(A!x$Th%+j1HX=IrH%hZzhi$}jq@^A9WUH*JgFI1@GUrZ;-cHK%GC{|1FXM`e
zIWJ$_e~WemjFl+^*tGTW3GIRg;s0xi5+UbLxh41nH&F3S2<f_yfX7^)#$0>F;$R{L
zuU8A5R=+x}7F!Yf*)jRq0r{a1uuWZDC_5+6n@zOpB)>|?#N1xcIs=r)#4OpEv$s?b
zS6KWi`iL3t!(-8grQJ~K<HwET4~Sz*sxZz~7<O+=mN&kMH~zf$jhuH-Q<Yp$mB~$2
z7Jk(prm6%bF3>9elw+Lovwjta2Cs}PiMSYru(0LkHrU<)>rim{<Njp<`@!?HL!Fcp
zxqIt8g3CPh3(u^xzgLt+q$EU)I{Vy5N!$;5@h4M&`cWjePu-J4|8C+pe@HIaX(_d*
z;kgf(zX-6G@X!_W`t%)`75zAJJ662=k@>Oy^!=(gc4tK2S;_yh#oA`N3q7e6QL7qL
z|26)&VnmMQrd9VUH&xtdgq6G%X<3tD^TyEH_hshUuP4V9PrR!&+ySO10=~?qv9hDN
z%&M`>p_;t%^cy$~!57BF52MP@Ijs3=SCqN*(4o=x&YxytF<DxRB5KQg+Wb=DK?vH(
z4;h6%;2{oUr3Z9A1OZPljN@(3XO#z^I}4WXL~v@1aWZY`tTX2z;)E*Wg}veoH#?2C
zyQY}gt0m+x2=cq-mJA*}#36pu?W8KOkMjW3_SZG*J#gDcOY^XrcEV-*8U_^NOMnaf
zEP_mF{-J)5hO4=wnvSFGV`GEOL)Q*-y-$%1XyGlCg{RfXQo$-$ylxydj5F0eOzja7
z{j%X3zI()$=A)d1T)Y?qc}vAvV)71iSI--zzZc1lYo8nk9y|Wgv~R@24^wk){4h)O
zO3l7k)3H}-Dl2(1F=Nt?<HxauumK^AtSlIDpYes(X%cz#$-Kj6pwjoN1p8L5Fk{#p
z9*{<e#AMj$-2KBap>{<0Mt(<mB9GQHdf+G7ulKVZC9}DEWPe0K!#+|JZ>c*}m)EB-
zFPR8@a{4g!9|`<E5?p*tA?&D4#O(|R96+U32y1D|0&_%zBy3K+&$^2}+JoUGHWbGF
z{~Fz^HmL97IL|da1~wU({-oaj`P(gVqV0Ml@YUB{zPZ>FP3Vt;KkyV9I+_Kpm|OEj
zoc!0U5bi$?j~1#|(GN(2fM!u9;}!CsKO?pzX=0@g2<~Vn9~!nmZ<zqm2Gp7yf)8G9
zrn_y?`c{H2X{NZ9f4j0-M$UeNk?rdTa=$t|#aLkFkM%!>nm%p0wc;OL4UEFa@=p>m
z5((U(6cNo09aWQpC1?}<C58!-WBJ(ia&<mkZt|X3O1~!Ko&AaTxb_KS#AFTV-+Rp+
z{I&UDQBum5mVt)JcdqhE6no2eIZ=$JM^IPmoGb1Ly2cC2Rgz!NL>3u-Ca?2|i;$a2
z#SF$pmDl*al&5X(zFp!yAjpX<1xPDee1UmC4~qv8G%X~o`HK^JO$TV~3}ATywPN7n
zKS@~uw@yHg{+*Wg{m7=NCnxGVNw2jIP02B4T&yey1ow#3(b!KfC&M@$TUi_%$4bqq
z#YZ^Bccb6ePyTv(2yM1jm2ru6rF6u84jxSTw*eHCQm}$U`jKW8B{A`l%W&d5n3cOb
z;4!H=C%J4pIizaH9m}@#oTb=TL=$1LCHoS!0)HCv%-(-rGO}dGws35{yM0&pm1)=R
z#ihV%{Q6urKl;}Rc5SP7{dB#m@~q@EuH=PfkY<;H%@yD1xb)nJ=&-iL5zY|4c8hoO
z`B2|vH;)DAf-G7-fL;Lp63Y0-9_ddjG~VN}sauQcoI-psj5*7<L2^!d7`Z7wjf>`M
zC9{@Wz$fC#s#md-BI=YP>X<TGOj%$Mj7|VXV7CJ(F%NfB0Bw-`nl{k%A%FB~l}wMA
z5<}0VX_(}JnrlqLk+I)G3Nnw-!DO6?MV|y5Ia`owYWVKjp+5oLagh+UgFtAObnr~#
z5$)nyFmQPkUXV5e-E$hM=X6x~w>jJ){<^atssCe|`vPW`$8=TqzzW77TQCNGk3%xl
zKwjGuau*bO_f|o_Gm`qzE$9!!B0M)QCO0oO*D59#VOT{>$k9b_g~c0$BtQ@TA`U{q
zix8$jHDeW14VCy7sIIi54sqCr7)n7<>sbJhlre)+LnshQ0iVslSPX-2&QFN=1rSt!
z(uCmYm(k{tn+ol*<){c9;ZQe<ir|}C29^%R9JElw;pGIVr}J+j!b8CQ6xY{MD2kJ(
zqU@LfL_S9g_I&S2xuJpos+=&g!2v^~OaC)gg~N&Sa~@+M28u1afH~n`t;6;+&RRNF
z(hzS9;se+)Sp{*=fjC4rhX#bqZ_Nmqd=?ynM~U$sx%(b1gg9uQxPT~`fsa(o%J>nk
z4$ZCqS-O_sK~I5;K}Uo7BXC`c++fI%Ilo$wEo`8J&^!uZ`>(~jU#1QS9#rY*i<_~u
zebm5e5oH*HANGaz^@ZAkL9rdTtx+F<o*zhIx8Matqz%dXdb)E;^3HVq_eXDRq^{QL
zz$R|iuY5?G))><_U?!Gu9cwm|0rEm2iXTE|a}#IH=<e?d!^c^lW@I04_<xC8yV~hJ
zpG?{P^?;@<mnK|jm@(Bohf?q8w+&8FDx0taP(j;MEICD(C~%K&T0a3Zz3*fcI-i!C
zR|W@Mjgr*DmlwyxU?0BJ2EwgZ2`I%q|E0Kj=c%!UO!Q(L;#jX{-}ZRuU?T<OBl@xW
z$YVw~TkyPNWMkD~Esbm9L?%!~ntkm>+QC2UelHRyjKx?p0{oqT0P8gt`L@oy?xr$7
zq~vJzBD`rbY$M5Rg+lbW<yo5ZPgQ4RL+YRa!9Z7kIoVdy${hGK8_VwW2Wb}gbnxWr
z`jY1|xutWWWaQTDQMkOe6hp;QJJE$a7Yt|39UF20R47g26bTn0ZOBCkeRCf0p{$x3
z4&2r`auKsHh(zlKwILD5Ae>@W+0vZsTR;C8?ZE}jT6qMS;!uTBu+H08?I7T=K-`9t
zG~gF3N40U3b^m6ctb%qN<F^o$>qQ!JTIw`(eNmhIVq2=bWD*_HNPpqqe|+|FVa~-(
zwPQIAeEhBGlwY}ihFQSxZ5Cl)Fm>0E`+hsLZMiT$Pe!Z9v8Q3yZ|&*r-16`UM1*dP
zEOjsq4sZld*4}8gXH2g{DRvhsJ#Qz6Z#U)>(d-{^6Nyu|J^@P$cj#}O+&6DC46qBY
z%WoZgx6qU^x0No~u9Erc;$1R|*cA#2#Z#})Q$Yxzf)L+oON@^Q4G+uwovWIhsFj{<
zlpDG7t~j5w-M<>1hjPin-_|djS2yoD8*S#l+_5*<voqOsHr%y0*>p6qcQCds$#5#j
zuq()LF35Ja`{dMq;P#g<81ugJ^<WmIp8hEvZRM+`%VkfMv3Du{sw+qBUtF*e#wRDp
zjivX5*^nnTuL1`o{WINNwJJRx|MHf$+jRY82Oq46E-#A}gKU`5w3kU)+Xs$zY(-Lu
zOt*0AzNh-;M6IAc$j7>?5g`c~q%F-UT5NyuWo5r3kM^6jzNKkUz^V6cG42w#oR)O;
z3R-ZLEdvkKK`QIOdbz1WzaictDRpSUd<fgvm>_268zG^ClIn9Wt@FYG@2HUc>^C|h
zM~ts6^NRhdvrPvY(c=6_j<b=($e5uPJp`;N>u`SWa1s8=O~_k2<m>-Ybe3^VwP6@1
zW#mRT8x10j0#c*943I7<krL@1-QC?NiZn=f3kXPeOG(3Ez<b{P&bBZ6va>zUIrn{E
z*Y&^0RlzM^T<l+*@0BKUJB_^>Fv`~SYGU>F3_ys4v=T6_ex{NP#<C0v=_bZNJjbF9
zM0*T)N2nPm2fij{IA-_tef2J|ED%l?*Wvl}JICEp5La5>&ayq)mDbyNO?+cWU&wcN
zhgqY+?<!JneNZ>Q_V)0*x~Kz#{go~+)k`=*3;2k$kbvjCwuw>1ne=3-F#>!nBa4r9
z71lLDs)!WdXOpaJji#GayIZ+?f8AfA#Vc&FQc3srt}4(eywcZR_?sw54Tmu}83MpF
zcr+}W5^Dgou@J>IYxl$WhdeG5hDh&GYbgrxA|8yCKk~%>4g;<druQzp6_d&j^3sRS
zFCRB#lsw!_okATuZFv#!Vv!cs1yR;_^L_l^EfUPF%!%#aQ`p+jX!L@F&4Xz-yZPey
zEEEL4$IXfM{q$l(KFKAD8I&Y(VLk5s-aC!Dh@L#Btf*Y|N-&vzb((*DI+c(~x#>zc
zMc5ROwVP=$50m4<mI(+!!~VVSVtL`^%7Vbs!qV*I-13{%`IDNX?em>oP1-!24xfvv
z9Y17IVs~WgqP#B8%INT*x`tYuC<&B??C<WcPcB!Vs$8qh7xeg^smJ_^AyE5VfAI%w
z`;-$<w8^N*=&Q;3JQ@?56|{M~1%=FE9?cWt{v#%#pdeXkvHtfUaVHmiO?tGg<nj0*
z;eBmJ-?a>?g}|fxUWnhXw37mH<$ge+*GcPv#CdNJfLJ44`uQ5|q=$$IRpp!28GD2v
zdxWucvOnXfa-6NaZ*h+T;YJ)%kj&S6cdS*mVIaE6K!77wUkrfkB!D{^u&T!%j9TQY
z$Y%z25H^g!=TzlvgmYXN+1W~AtR+mmWtHXm-h1&04HN{>kHnwM><*4LNcN8C>1o^q
zUL1d1_~K$Mz>_WJzd8J;y9EgzK9=xD)zue#DQmOKFLNyR_xNmzMI+naJ8{!{(mTC(
z@ywi!ZFiTQlCm_F!dfSF*Z4cnw;$YXzHO-7nT3rzUHpGKyQ@6o?RuGdCfUXY=?LRf
z8&|Uru4Z1Y&bQ>l$S)~BhqmV<O8!=dd`Un?tp7YMm_O~BukM;ZE%+I+j{New?{9U<
zJT4m8jtk$>gxmL>kyl5}jf3U-@>#do8=W-CR{bYiXglk7!gl_1-=M3NkAR{CP?J2K
z{;H5_*Sp^goArM<UY3&1TY0$b0a8Vb?xt?{<LtQnJ?c@Ib<G#|XB+OS_<0mNQe(1J
zzVB`v%ueq@`k*_Mk9>_cVe{DOPf>iL=l3_$?iNXT3Ty!o9~!FrIkAiO@7CYjEvwIl
zoQ$>Yj<?x4%T(9CkwAQAezUGbQ#;snPtKg{OnrX)%2fmqAi#gC7^9=49AfOjwjwqM
zE!3H}eBXoU4GSfFHZf!pd%$@ynyo%NhF#lPZ;>Ug*HHIA({V!XW3HD!+z8RU-^tF;
zci_2VDpC1ON!>a)(QWmVb)CjxT0p(RR@|;C8(qJ<U43)EZvXq&e^%_I-4P(Et~|Kg
z{5>?XQw%4WuAlrJBNtci&~#1EdPM65{(rd+_Fiv&k7@l!?=yv6_rvbzPhSQ<%FDIn
z%u{Bm<!Q;q1<}=+`ni=h08lo)(x$YZqk5DxLQg-TV!ivp`|gw7fw{}MkJ0iQ^<OrZ
zMGujYV;hB~i;Z?XCVuG|ddbP3nb}^jGi`h}T~l_yE^26Cw6a=JP;hAWiq+R|*x%O)
zn@<0*pSn+zx}T{-qp!1{nfi5~Lggy~wq+7#q{11Fv^4y-=FE%bL<Yb=$3AlcbxZ95
zQv!Y3Axa?>jOh#O(-Lkr!f`-X3mcM#0Z_mlC<i`BRMu7$lNtmHZVjZ9gM%<VJ$*ez
zB|P<vM5*aTZSD2CrEC~Mn*q-f#EB{DIp}1P0w9U|lU2CbjcDe9Vg6{SD$RF(9ef3_
z_BANctN+CcXd;33=-NtCp(Gn$6V1ugrL$GR5!FZ>aeK_oK=-ez+a`OeBO8M;@4-~(
zH&X97zI@z(P749I#1Me>*$Ga?A%6xw0sNbEjBEJP5RfIUCAq<tN%`;pdASVtOb>xI
zaRI!+r43oJm1XVdPL%%4Nob_6n<OCkpvv(7ahU+qAc-01yPSZlG^OEBoc;K&*iQhl
zimVB}EYu#;ksH%d9g|lbQ<Kma>?+}&ocV-7KQwot-}q%e95^rNv5;aJPiZR8zqFn*
zRY80J09epJ(jNqneftQitZrX}<N_o@;39fBpE$zN+!xU_4g7fxq#O-QXaYf1mjrc}
zpc+^FY8U)Q_n12Oh&tEsx|%+rL?@S8r`MZ&%=cQpM-Zb+Q|=TPp?qqlPySc6fW+hu
zMAIs|wv;Ea$xmO&Pu(k@yj!>3yod0-hCv>~Ag^JB&)ku>sb;`NJM3)&pKAn%{okV7
zv+DjxT&u6jshPG7&DL~;wT9~B-s!tu{JgjNMi=$%Th>7Wvjh9Bl!7C_4x^L!o5J7I
zF3YKMgUGP<J6Xn>Gp#(|Wnb5iomES2TDlJR2!#BSN@o}0j}=SrU(D)Vpq6%yZ##9y
zNy1W`!eXBy)gZ%`u7<o5Kei!pbd3HMS)|kaTaCL|KRDwnBL;J?5_T}AswR3a*vT*8
zF(@vSfEz<501-fmMZ$kUhJZv$!$B#0MA*cZrNs7?o^vu$Fi7f0ECiOBNIKg~fyA8A
zS4NP<F7ckR?ll+$UE}97EVCw~9VSSEq;L_61B;0-F9wc9*%zv%04cB>=s9L23Mzy#
zIA}r87}r3~Th0r=*~?-j#MBJ|nMA?yQiNBgzlbI?L<r?n$baX89t?CJUIU-i2Z0i%
zGqdKr9^M}yN$qzv>vpq?iNh<ShUgy9PkK0cke%}MpmjJ5r(4vCws8yU1sDd-0VyMZ
zYazo(n9j+Xc44HZfV6#lSihh^$*w$k><oqC@v4y-qCN8ErU|<3qV~QYu4nCrI=m+|
z9y#nt{OyhWC=677k4~k}uhm{3|J|il1}9qJoA>aBc$9g(lz(R+Lc2%9$yG5ptoo0V
zc)ktiaeSgur^Pg^-nR^Gva6v>1%D1mjs!3;?`WwVdg?4cGzj#w&MO=oCdiq?9z`EJ
z>jNM+_x{t5fp$27kGD3vVUM8?K=!Mv--Epz$hqiUcnA6;P-`~W-{CM3Bv?#P-zO<y
zJnaY=-Pmo0`|Lb+I{O76dshEEt_vfuF1D|s8&Hl-{M)0)v$Mrj`=W0z{5H)<r_BT(
z(I^l=b+-dmqU)KFJ#VF;o2H%{ay7~y4CIccoKqSF95+N5|JQ>TnmjDS7#KVM=U~=H
z&uvkjp5xR~kLE+dAG1(BJEV6=Wi~qEcNnqcJwHld53g^+@;+GsCwbcM=L=$>kW2ut
z`kaFeB5)!*hspF#Uwb3H^NE4>#1Rts9%>?hEZ-tb-3_u7P2f=Cg!978QQlMW#9{FJ
z)Ec^bLZgiF(-mY?J-X?~&)uRo<0~VY&oar5i+inKb^g&v!cbXSv8h4WdscHMVuHhl
zK=i^_7-rOUQP@C~glm^09{EWYq!C9S26f9=TDJdW-S|6Z`H5}_0nb0-b~al#*{-X~
zQoDp|ARnUFBJXBl@FKN$DfinVv+!`K3Y1$%(!_J6X=d)Kx!&S?k=^%N{Nt7pzO|#{
z^n?BMBby>**ze3T-;@-3%WWrx?=5ZzddDgIquF7$8Qbg{<b5nFF)#hNE~rlZPl!Yh
zXwo;<vP@-f!fZ%e_%Kydb3OBkFo~&FG8NXKOMeIriT;Xy0aX9J7#jhR)aImJQsJrx
z0sgS6w%||>Wp);fLLj%J*b|8}z5WO{fZGIq$Uoy1Il&z2m<vDxAze1ws30OLTxA#p
zjiDG4T)@d1BS%nK$68`ztE?pRf5dWEMB4-eKpKa@!|6!^AA>lK0B@#Bh7=&;Ist#i
zdIIP;xJbSpx+VHZvuMbh0)eNY#l@+~$qjYMv2}I1(RJ<7b%D`!j0ps9RcKXIiIt@%
zLthEVCFVsG(%b9=THFEa2QCS_!YEu1yH8yB2)Im@?4l+WAT_{-V+i~F^M8%xoB*(?
zd@HOL2fAyW_=%p?jM(HZOmAO(I)sV1TE5vMBN%=JkVwfyUFCr?^lRtvw|f+<&(R2i
z&4A5;yjUa5#7PAq%OUd>Vvkk5PAUCevqb{36Ub%UgA?hq76NS=1MD|zco!I03+PT5
z{Pq){Sx}gaOn^pd4X^i6Ix8MbhJu%wI{7e6b3T}12EutlQw0N|LgD9_xH}^6%difV
zMgt}Su(5Jl(6c~|g#SxF)=LPfy$&EqQwIz-&d$d!i2HGRYk+~rxhW|=Fh|fPrdm3Q
z0=d|QYe7C&_35gPfS#~E#RyvHeL309hG)KjK!i60H)3iFaYKlb<K4Q5y7Nb&h0pAr
z;)t-AhG}Y|Fi@uUm<{N`m~1AHU7SdN(~OK-Ei+~a3y2wz2SVbd*=)3qlg$Wf`Cb<~
zg<`M86s5YIHjG6OG5j5q)T>1Q>F|xqL3-9m)}bYMyG4#nOfgkVZlyNDqm#hfhUS$m
z)tfK$T3>eVw0<A7XM2YPpGy$qyn`p>>80W6r)oW;_S5|WeHSH=PefHvbPpZ0p_edK
z>^~eF-5@kY%f(H06Bu^SoNR8KBEv-R`Gqz1U}_Nt+rzs<=4FeGPBJ9d1b>dF{>Aj0
z3d4w2k**y!+JVF3L!6;2#3t7jVI94^q|_cI%1;DvGwB^q<wK&ulR@bhEuAb5UR*0}
zC^=m+4|vTJzlw70<vY|MFU;Z5L_*{C<_o{`SXN<Nl0?ABO8lMMixshJmJ^+J5wOWo
zo;%lVw$u0%>)H2ZCN?9a8uSeG)F%h3pUhyTSVW9ctWQ5-f8ojsR<Am8oYDMu8l~$T
zpBLft@<I`%s&Zu=C^(*f6ZXS6@`mWlkPi+kuLw6(%C5LQNb5>7DXgI{{dkYkjrJyV
z;suW-_*5%?P;5O&$|K6{SrHK|P9RirYLO2yv^u=}GV-zFAkY2&G0GLV+BkZ}y%O!<
zWK|HAGPu5>rX%JBtwEAcNbw}m9cZH`bD{+#1@%jOtmw|rQ+VZ_iBVRp7;N$g1?(2M
zB!m&W2tL@PG}z?Ps66D5G-*_7iHP>b*xF6=F>xc2*b3KY5$Wy8;h5)V5}`UFsfy;9
zx72A}{AMFuq!k_*-_$Bm>K>wQmf~g&-HZ*Nw|CyL=geyPbmfVsf&5yDTrigJN4L}|
z02{{X;N+G^ynLG%|Hte0mG1GccG?hT>}}HRl-d+cioEuBe%c*6i&a;J4}Z>YbvcI2
zHvuzbBjFL$!24n1`OR+oZ-1IhRNC+P$FLc|5P1>vP;a-VY2UUg?B4pt(bz{@So_?(
z{7U|DWFhdjdA&6B_e|+f?96;_Y~Mp=O2NuyLVIJ;{Xd1f)wqjx=&`5p++{<@y}HSP
zm+q9x!AMByZms(B+L-5puH&U2^3<lq8GLVTww$*oHoq3I|LGaejTZkw?W-rIeP@nB
zp8qb>469(cT=t)H5$^cwbG*3)0M~C2RpoXM-{{=)YGWO~5LI##RSpq3aK;{g(K!A>
z<e==v6Y)ZW{Tm$!*;yA;UlqgODB52o`Qd|aZ|{Cp#M?Sz!QlyUnLOfBJCbjfgM}sb
zWbbVl96tEYEg+lleMk^B?-D4PEh_t1cT232Ese@Y+w^_6b$%ToZo6w5yi+7n{$R%0
zDXe2_&k8LDv$T(q6Lel)bo{0D5e`VGUk9d7Pr_C({r3L(Pc62rOtsA{|6B+;t(obY
z>7Va!9@^Cmtzh_^LjGc<`BsFz;_&luPLgw4th}XsSPr2@jukTR>{11N5$zmDcbA1q
zQe=)E2MFk=x3l*g?cY!T?i$@@|E&nfq9%2yjL1D6GR_51KTaM>054GRna&e~@bVKW
zU{izsd&9dW(v<hv9rMwtdq7OI6Uqb8Q;aiwnc&35UC$?2gqjRd%%@k0S{zng{FmaM
zn$kc?S--XXz2g%S*IeLL;<<%+WpGH2MfDiM|KwEpv~+7TYkxCs=fEHD1R$(Gg9*fk
zNcWk&XFTej;$7|&oL^x@cP62Dp_t(|fF?87lI?V<a!DjY3(2M@iKvRM7}#*=&ueuN
z5S0@B9xi|=9~8glJMdu@r>k*+=5%P~xSaB{lWop#SFjLm?#C?H37f1mz4bqE*gR^r
z0_X^8j1%GHRmuu8n4eRU^}|t7={K}t#OuWB5D*=0HeKue)N<RaoFx)_deW2ete=<s
z@8DEfiqry3z#Zx61WPgn9Ha$N%VNILICaPc)X4Eg#GYFl)i($1iO0Dw4Kh<+dm?XZ
z#gK#Dd#xt(x|bd|%D*_^;gqgPyqpw;xJuwdSh?BMSY==3@z31jjFsb|mCE18u?dw|
z>#;Lk4Lc91{p~xU$F~cy3z?~9e=bw5^HM1!T77G8%#UND1x3FoTgMHsL1QEth`ofu
z$%)r!509wf;UF<eJ5@24&=TAw#*65>=a<uOq~*$oN1hHU4XG**s)Vb`CUVHL_FYFs
z9FY>s3S6$-7s6q|*GH5qEsk+je0;cF%O@^?F}njWi*0dAVEwQvbnIAGj&P)nhOM0d
zpn2WJn}(u$gTkZL?niXeRK9s-rFavM#<g|{nZoXFbMFv<&_hbOf*)~2OhHc4zt{O-
zBy;C>v=SBlaSc)x3R$Yxbh>_6mhpJ2_KwO<<#>^|-b7B}%^MvxLt~kZ{N&`C?CeYg
zA{B3gTS)!lBE7%AVP|LT#fvJhlj{@EDOiM#hQ|L!>6M|6m-#0*g`G=PUA*J1G%~VP
zuAjP>`TNMEU3FJ=qoZZn`yLDC&DR!FwMm2N>3JF1ij!DE!u3sjwXGs8%|h27Y#j*o
zbN$<DPOMx{mlq~+%&XA2eSPY0oL$#@&X(><<{R;+9Cyl$$JHyxHNO4QXw9S!(<vL!
zDOF4>8}O(XdafcQ+AP9f!zZaG^g<}^lQ~w*I~Q_^QOyqHOibj7Gxhzr|2u?MAca)r
zGe3Q!TcV5Z{j=-hE#mUf`V^=M_hVBt*1fau<+$U_BVL>F-N<c))Q?J(t>@`LUkH?9
zrz0=#&cWeo>Tq-*<1ct>>R(yuin@A7UM`YP;@sKmid5+Nx$URhsov><>IiVrCRAZS
zG8$e4HMJ8Ixh=3>Q}>?zz#R?ydW#>K^~2CRHREkUya(5_jqEhX#3Z}y6#L=`YSr0J
zeBs2e`&TMoUqn8gk^4I1BoZ7`5F1#**t59wbYg~obbd43U+dLpH68PXnCR@pkw%8?
zw3$`^>HCZAy{P_(+nJ2gSY&EtNkeW*>_h!=fpA^(6XQlw)yVDUouAgc>=k)2l9kln
zXFjOE=MmPtY<Yh)3eSqIP^Y!O_sf{yYKB6!W$0Ijt#3wN3F|HL8O@3q#Jw-vnFoxF
z<HpevUN0~5zy3f;TMxB0bWiRSPVOY0&D7i-U30ZOh4vt=PlnFdt?TEq_dJh0jz)&k
zT&G-Jt9;Wvk)Lk+@LA|$r2NER>4|D-|2EQ}OwC($I#>8r5|yH-SMueH`^F|Oy<|2y
zN#gNA*4iPRy*>SVhhxW&(Ou5E^z@4A>IO{QOx*Sc>h=Z!kg(~Dr(vThZ>aE8*g%6K
z`Djs32yPElMo6$QN|K`+SPFTH>p>`30jG?u6lc90%ju{bCHO7N76FTC6{jYPyy_Ul
zv#73k+Z0{;6(7*B5PR%Cfjz|`AR0V?qWzCXCPU@BXld-Cac3d`44<6Eppq>xdhAxC
z4%X?k``l4DXdL3(jdP6)ooi9_`%xwS6oSqO!gq#{%zJBn&O^-k0rv>3?<6`g5DG9;
ztU$a3K&AMmuWx!!PFEY3n_rpdF`u2aB91vNWx$Mfge#rlO)sZ_?we{Yo%%PT?@Ltf
zq-^G1p)kn<f$obziYyv!fN+2d+L5X9Ysg1RkUZB56#N|gHJ>ef2-6__wu^b;G4MQ*
z)R>8%I_&W68)Cn}WJ0kwfTHyQ{Q*4K!N+%j{b;I$Z45i_o&cRG{!H-i>I}vg_vu98
zH;g`$q1x#x{dmLJ**R#kI-xl}p*uUFI1msDZ56s?>;&iT1NvhCI0PjN7Ry5LT}<+y
zO+G)Hd44hZ{9>B_VuC+l$(2z2f<S^WW({L~gb%-}%2ZDeTh9P{{#`Xp%q}&EaOC%k
z!6BZ(ki-i55yBcmER1!t&40F=_*mWJW5N?F!h^qsr-y{Q=h=tn@2YBd&DgJ*iFgzb
z>4*$^(x#XeMujGO`MR})4NaKU6raCQ<&@hrt;#fv|Ed;WL#C>XDB&1>MZ)-MW&G93
z$g72sS1XjoHB#xO;Ee?RSBe)~=7i)Ld~XsnXv#ji3S<-1E>lzbKKt=xZiV1eEA5Ux
z<gYf_k<sV$a@a5zZ}+BK`oZ(m9(k#Q^IVFIO13h3Ld|*F;)VSJx%+QX%Bf<^_|d__
z(PY5LIt34_`xg^#B~d;NUG(OWv?P^`Qa+rX8#k7XJsaqy8KOs`(U_6h;XmTsGp9EH
zrdUX@$|NR;aeD2_Vi@oN4I6z7y#Z)|cS?CwsCvJKVJ#9Ni2CxSK@Id+t*~h(_2-47
z01A!=;#EEK<g_6a*G+-_Fou*~Eis4c3(roOVMf_9w=%^O=fEnd-Q9TlwPe!0#F0;J
zou9Bl&YZoQD&@QNPVdcbmSc&Uyo0gv3i;T|IoQfYUNm7v;`7Adb4G!=r5JP)AbyYU
zdwY5Zhl|UHllK&D6&dng-jYdES#RcA_jU}58)s#l2pnMLglOlvCcc?dDGw8q(~;>B
z-NWKuph1lF!ROV!Y@>!!50k#nvoDV2eH>B#IF4R|X2@8A&q<Xw$w3L469HO-O+rrc
zbc_>9*6$~dvb6|Eyq%xZpHk1!+0rP@><y~RG*+eO-wptpqECs<pORW!UVHHtUm2?$
zv?NLfaKvO;<2YIptc=mMCW(3oyYTVi(+rQ$j7bUW$4f+_qPnvqx((mKtJcF7=Zl2L
zW0nSKnsc9fJg<HH^kft&vQEk8FEW+xvZJRkd0(8~YEkg>*$+AQFo<esQEo$EVq#)l
z_Lea*%A2_^$;5P#NIJX|EQV|(elQ!bdN32Ch_Dvx9^q)bB78u9VVLZ36PEMl0XqlL
zRRX(dpI4U4dI4+Pz_0Fl@)U%bjhW`Twi@eyb+gy^sDQ!@-TA`r5W9=nC+<Teb%F&w
z8C5PbCj#7}*z3@y2k;|&+r)Hs4JuNI;G0Xj9)gI*z+t<Hf%`Su6%_tHYwPX#f|41`
z6Mb<g{Va6>F!cZh`<K@S+HQCko@@2e`TK_6!Roz(s{#INz5b|AyEtCzk^Y@2<3s-I
zr}j4+YqrIKyWCalI4>}Jo+IW22tszBIiK;CYsUW)cRCQt?sT@z=fpmK4kUC)y8Go*
zJ<0UB(R&CiwNcV#K_bHZ*Dj-A?z+>@`(w9EO+17|s<F>I?KHb2Zhn!=gnnFOGTAcu
zhy&KdC2zpOY9L)d2qpAv*ISB8a$)<Kz_fMHPktE!BvMGj_Ey_|q!}P(e7d9{bpaMt
za9347Ra<M^7pe-6m9N$*>85aR(fst3udk4PU+VBNM19bu@<R~N7tj7Tro=Q?2R7zm
zF?h_Pz%xKPfm5LfPF2jA567IDN|e~exWRfM(GuRj3UOCsJoBU}jB>P0r@4iSz{p70
zR;QJ7D{QdgFwO0w6Iu5C<VD{P9(*^gIw0aW`n(`Vt~fzaXjZ!IAchW-Pc*$H;uTD!
z8T2=u;FBqf7!W`aErTv{A%KUaevX~s*2M-r#?uCW3W;$%<ZpfU(McQOe3TEEkke#H
zAMx(OKm2Q2sH)r9oL{#70XE{v<nR!=uCm&;z1KIwUkeka&p9yih@Wd)m}*;EY@42y
zSY2#G!z%o4SySL}F`u-8173(!jR)VMChPZID7nV7E0jbHGUIhTo}D_pNBxSoNW)~R
zl?c)lyJMffqiZ}3XM6y=t%vGJdr>?)0WYvg(miy&RUg-TJFBgibpsf;wM2T8b*&%|
z(y1q4^H=%-NAkUYfJ5#l3ey3Tvj->k5p$A+GeJS=wf>Wh5GV%|28$H-Ii?>P60WMC
zgOivVh#ySh@TtVIDtyt{$TmYgF>xl)h5~`XScfJP9w94)U%<mwsla&g)qLY=E5;UF
z1V>q)?h)sTi3Y5VIKtFL6YrF=QBnDzs{B_;`LBxVUuD(5s;bmVnBMvFNnl{yfJ-fl
zYm2GB@mc<f4*2sLc1ti4_+g4K`K+biM2biqrcEp;s=l(zE1vP=WRj5{gug5VbSl6a
z!Im|KCdRXSrU_I9XbC0g%3(bTL##=|Je)y17}6+clN*F(1*4D?7{WNIF}wgAQ_|#z
z6L^--Utmku5>7Me+ng2>uQ4^PVHvIW8-K)WU32!k5kMjaK!~x9xnMY&Up^9NVJ@&(
zKj2-yO0U63q7Go}DWoW^h4&PR2!-<5hf(~%4t~iW<@5(j{ZtR@NuSgj5q%OFFxRno
zFeO&A00Y_-!3w8va|RoLZY1D?9T?76`~E=n20iQD91t&L3%EN~W6Oi_0gt}&Ik*^$
z2>q~Yk^+Sp2SP#2luyBGs_(Q&a1>o+B(W0kNI9vpVFXqjq)$>j;ARXTtSE*}gVRYu
zFak~ai2I$Vhb0*VHFLzLjC^XB^nT`c=}O2tdIT?@hI2T@J#~(2-zD)~<-aX3dQ<Xt
zi@EmXL(kd=Bb}5?laj(&OzK8F=Q8iRLzU}yX@@n>cC0D>z3=v=@2E~5Rk?XKe3P*q
z0L6O7sSUz<Zl3{zpv0Nx&_eChe|DQ=`!H}|A$p|v7|vdw^k^jA)!nFp9$|xMD6RU%
zLY0X^lFeDEA*qiH_b8wO&aR$T52~UI4kEC5IFs~54|s$;R@sVpOa<C|*1g%J#QbF<
zC1~<Dn1N$=d6~ioTcOf(U{$-Uzs9q1p-{t&acSM-ICc)z<9O~5Gq@+{fd}FkOc6`9
zaC?W0|Hc+T5I6@$^4f%ryIs!{Kcs4=O6E=Pwjj68Utuj(TyQ~oXvs}Y3b7dTH6E-f
zhpfhf$0co!H&XBV&_C86<TXF@RC=;v7gY9u{A=EUf1JfCw(Qj*V*Am}e3N^M>v5Xx
z@Vm#|<8xP(PJA#v2JOjL!vN_hSxE?1VRl@V8B9%uGv$!a5+8&W<`1V(_#4{31wC2)
zp@%C~6uep-zRG9P3DX3wEArmaQP=6I$7ad0GSS{Gzn;2fEK?SD3RYR8u>3mX_JeYw
z?>Z+>YFkMuMM+^;?OJFbRopTu)=iwz6F($$EDC83ZpFr*ax*fcDty%EPM+3{?|m&l
zeeT@<R`h`O>zKQ1YZQTA$qCsf$tw;RvTuDfb&IQQ9$6&JWi^ufO|sJeu4Y?Sbrwu7
zA@%wCeq!p{*YRIjZf@KWy(4X=j!COwxhMa1oz<1{ucgi1b4}xCl8)~x9DQde?|paI
z@;b#Y;_jz9Z=|lHQ6+7U1N~!h<5{!N*|E2?(NbOl@9v8mOG|N3vadHeWcE&e+-N;6
z%$?jt{Eka1T2+sI;Nw4Ao?9zhZwF%<IeIV5h-I17KYu1X%QHPYIwP6;?F)@J%Bi@<
zJioB6<y(1Cad}&D`S)+dz;*?OUg*3f6!#N1y!Y7CzBJt~dbmpouRCb=ER#Giw3IP7
zyGY3TmQM%%CrC6Fk=o!))zDBA)#xnZu<J9~#rk^%S)4P4OFOWsbLGJ~Gx;Lame#_|
zdvs~1JmZo$^wR8gg$?NlheZ@f_M8t>A-vK#zLFn*QjkahYuJX|@-Jj_Eq9NIcQId0
zrx#hC&UHHE{#sCF?EPvFVPD^Yro+<rUtA7Pc^o^gtM1l|&{@pIE9m{_`KIQYC-7Pe
z4&GA2!&he8_(B4XFs)dVXj7k`fZLYse3uXIB@TRz?AmfFa?luQtoA=BK&1{jc|SCJ
z-~TN+j2wN9w2ctf=rtCl@MRP@^x@;;>g4TN6r?8$F7m}7lzOL6S8dKv-5~zK!Z#WQ
zxjG%wz;)o^LnxhHD4kvfQ_5xXa)6)>KFWvKG_PAZ&T(#}JiM|m&eVbdOkdbqesuWB
zA#)gSf1fcXc7oqmj$NPaOS^H0)o;H#3{2u@L4p2oRR@jjj44)jjir|a!7!Goao%5x
zV)IjizkAM$%XAad+-u?-X>NeQG5WXB&iroy`D*?;rO<<KX(r8C!h6YbV!N9&MAbS(
z&ha@eh$O|D7RP2VR}#6GB+Hr1R>Fv)d1YVkYP1v}Oir%bcx^pA{$A(3mBi?9<>*V3
zl$@SY7>}W!8*;$~P9*FotTiWl{=KD>fo2`)bZ<r96dsk9hwj&@QzrOyQX`G6jGUc~
zk_DLFs5XWC+}Bp*36bA{6=M$kJ#wd^3JtPL<W8r)^T5xd5*%T63gmkcCBy_c^8=mB
z+nvMFv1QWr<+?k%$Nq{OKJ&rQsFkVdF5+c~Y4H<3bvXO7QLA_D!Xwe{R&nLPsGuRn
z#c-t~*)43j_4mA*l9&B});i08-`=OB!u`9WslBPGtEs7NmA_w=qg9o=SH635hxOMV
z-ibvKE0w3mW52Ivx_0_k7BU<5httTn<D&2wmfH0`U7js3ozK<^@RXKWvgU}Zhllsz
zY7_IX7lg?om@rW?;u5GFI`L=RhcN`dKGzZac~hT4{wIa(4_uBe`E`6kasnB78ibg9
z6^w^r48ii7<Em5im~~)8mk!p8XTcwPCeH^JYe!m%UEHn8inTK?5Zynx(-zVUsjfcw
z?KZBW1$IU^8Tp6>V<Ce>u*~GqW$~1M-%l163YeP<6q-*mnZLS|XT6S6I$Y%CY1LHo
z__4=eM!W`*=`IgQh8Jx~5`SakVq@fGEa70T@LJ0cO{|H{%q&QK(K9izFgiNlKQq!7
zvVBB4W=>BSrzGO_?D@K!!Uuf~g_-&#eD_Kt-e%v%Z~0AUD?!$OG!KlYg=d5th3efK
zt}iYLh<bL-K7XL;?77%j8a+cD4lj)kA6^KszR}q+o#i{n%gidRe<9o^DRu7UxAUue
zbkS4AWy*24bY)bdJ(s~GkIo>A%7`ASM@?_cK(9|jZ%Fqy4|<$Kzn@Vm6!NLb-KyBp
z?X#)FXD7eUPJuRPnPqhW-}}STeh*F0EsXXaApg4K*Fy8<ZH_l5QDr5bbI*MmTTkvu
zgdXoVQ119Hc@$PszsCKt^N=FK=jhwwdMH1Kt1#qGC?&;%v-9bAl&ZhN&#Ifa^K<{~
zoV%XUL!gbcs;=RinU3On@!;_J@Mv!?>-X<jx$@`^`YaD&$y0`H4r6*>F@akvkF8%5
zCkI^xvzW3Rs{{mXe~(Q59ee(nd}(s`skPZ_%~)Ph+N@`rD^4SiJ5sZWhB}9S@a6U~
zwWA%hiw`U$bTv8Sf_|P~XcgrBVabwNo{ao0AuXX1js&x?g$vXJxJLG3g_bJxy=N~r
zl*%&t^jE>vSXp+yXY8xB?DNZfSOEN6-DRaaM%$kE^5o^$0{g$7J!+Td)pu_(`?hmD
zL%8Lzx!v(I8GBa)f|^|^!HD?8*Eq|~2JT!x7(8AXYr9A*+d1oriLmOI?~-rK7G0gy
zm+kVtvC6Fw$$FcbtBnvi@R1*rcTxv6c{(>%wO3)S9yCmPA6b&qlY_k&bgp!D2;b@u
zy{7RwLCXcVm6RCChuC|fRXfbCHa%>dl?>d>kB)Mvst>7(_#N&2UJ4Iaqu}~8!nHEQ
zxiIr0dgwi4MCZhWk?yRX;()TjVxZE1w!wh3>Z0-M5e=iB+xX0q$gd%V0<!3F&-prJ
zHK1`pCx%L|^zmO?^s*!n7BDht)R`Ds<WX_|YBSHgW2uv8ag{qY#6Hga6e?FYRr(FR
zTY(=}UWMWToDW*#HS>XY-Q*YIx)qe$s1=(QJ56Y<2XsjfgEj)b9ZQQY2c5kElvf-e
z803x6lQ4fRc2rRL({<<-=TX^BSerKy2!9Co90vJ_2L!yF@m_I89_bb`1I%d%C5WF0
z1;4>bY=6pA$);gN)n)ApB+GDDXqwR~oZ+1e@V(U%C|bi=W5V*&dRx@Z8;%TWYc7=-
zmaY1+1c!YKgmXN_^vIY02nC_?)v}?<9AD^a6u*YBwer~7{){ijrwN;Ybz&OS@d9FX
zCO+`hTs*}M4xu`wy%AW#*RflQ3e#h4aALf3VjLoX-~{wRBE(cXjQKEN3YLK*IEqlC
za`FS>EF{y7WIjSK+F<eE|Dzrsaqt4Qrd(c6xxSutDdGe&4yZhA5aAQ<Q*z9ncw1jf
z{yl+ocMdKNPJ>sq@JC>FSrCIoEwM$2cMC-EPK!NEi*kTZx6Dbnkk5TUOE}CF2C003
z?f@*BnRchZliF)*QS8v>nnH=7IFBdvmmu+-W9a5F?d}f!?gqo|7M-;tH0V+L8C94%
zVNuLyW<nvROCtF_4n-TzP&)<!-88Un65;D4BHgse>Ey`C#K_6i$eGla-<W;hXujx&
zORgxb2Y>lg6XMkz<5pVKg?!9wYm9Z^Ql0SCz5eX}Dp2JuB}+9X(E$1)|8U|c@Tlgt
z0A68&vcOZ2jmV<pYlZF3nE2lH@wexX9gca-Lp3AH?9Z1Qt&hFzd=I{HBlp5nl<pe+
z^Z1#2WLRf4D(2?%yL-MZ%zkC;tmK@l<{qtQ?#8t3*j=I7Ss>e3>U1tYtLHiA<8l%h
ztoftDud6O()<@0Jx6hSG#nDGCuo0c%TzV+tQvVJ=MhO8g52db_B}f)+RtbC=8SFEm
za2?E~NGXkp&HT>9)5M7l;XCmP9X~iPG&^pA-tjGUZxZ*mhBhSjO!w%YA)viF0q+1o
zN78-!GkOP$yY?llhwt-)0`M_nsAiX`gvHaV;7Xnq5bWT*=5JCEkUF4Ahv?&Vy;Lb^
zj&}033T70Glz}M`hmwcD=k@{-@I+jEGc;zo&?4oAD9_xMw}EBqxFPUlV!ZBlIs>TR
zQ=g-senh5>A4GZbVVT|Hng2ZN<%u5(k~RQdBm|EsR`dVxUkwusoC0K+F9-_`QX%Y`
zl_OxsK2O9=<%{Hgj+V`r3S^m;Gev(<laUUvP9G}{Qo$eIN2|spr%CE05+ag5QnrJ3
z4<Ju4UCFU3*LuLDWRH9~6hx0b9~FA(fSj825L8nL;-;@KxNjqv6(JG-ERBta^oG&)
zZKu??*Qg$S?X#}|{_mJjvKZ^oNelK#n1A@T^g}#}U_8kbF{M7`zV6{>_D9EI^ryvz
z-<X+My^&`ng1efJS6M$|b8b*43CtZbM}3TpDEJ7}?|#Hz2Ee)?phURqI9)9C{yWEI
zKvE?UDb@xhQ$a+y|I5$mcz+B-&uSzJ9<g{30T4iykq+pgATY?|{SA)(<q6{r`qTzO
z^s}V+i7ikc**r*Bv6AD8<nMiKa*E8z)bW$TIJFa~eH>X0|3r-Q8hu*Q=Otin85F8M
zF+QYi^)G1K8+~AKLcBzP<lzaJb&P?U(eXIyH%;0sol=F52tFwU=jDB)r|u?vd0N6f
z5QD*u9tItf3QsmUVWjvpAfIO=-jSSbM(GVHXUMmM#8frPz?@*)l!G|8yf!z1l9Hli
z%RbU6mhtTbgHS)0;59-(ttclD%-anHUnPQlHe^nw@u7{(9ZwcJ!{~xXF&B9D&O`jj
zF*MdZ3ycF>;uuz7E#;UJr2#lyV&QLwPVO0?T?`<;P>JW%06b0mCNOtGiYgESw`2+{
z<d2A(e?`^5a!{foEC&H~i%+blnM0&|9sFYMk-{l)9|Ar=NI-W_$WCC*kK+uawG-&N
zatut7O+`?yNFNS~-u&(|Sg=ShJK+^WAOc;95Q|=?&$`<jw4MQFp!-ZbIm6hRaAE(T
z`4KFrB4v?Gr~MSE_GODNMOLLGELo*|A`Ul1wv##V0DB$2ik)l-D`uh={9GlwrfJE-
z@!K?&9{sBGnb_E~dphmV^8(OV7-@7j>2Qb%Uv=>JH7<o?UA&A{j$+mFot0@Wotp9)
zXIsXT9tmUk#``x{GWtXMW=C$Wi<=EAX%ezO!W34c)mt;tJ@`eDJ|E8JN2jOe{|?kn
ziPZvJ&<4fO**ovFg+(?yyLIWKp<j-gLpG7Bl~Lgpc(GqW0CHr9tQom0>Sg_|g)MVV
zao+&@ARWgh6X+OaoPc9%p1Mswv*WbH=bZFMf5hyQ8r(BVnM8kd!ac)LCMV;{{u%xw
z-d%%uKA-IJ`}xi+yCcA}{-epL;Y@V5j`Ni$XankChEt~>j?WQZy9-#bv@K(cX)q;a
zYgp;2-vBXdKE!B@92^**u~J-WcE^TtS*6vVIDt$_ZeF%l1c|un?~_Tx0Ct}VgJZTh
zx98b~tC`Ksdh(pBG=O<1k{v6^2MtYa2x~;)%91;2{h`%@het328H(79JUm=HJnTF?
z<8kS&P3f)aA}NAr=2))zoll(SlUUrVuy>vI3BK}dDeq#_52Mg-)>&TihF<}p_Z<?h
zSzAKweX9>DhgY*8X;^W)D3?4(xXUE__)s<i+uX62WvjCsg0(>sqy>?|!e9!=l#PaX
zH}jPzVLYri2lxXE0Bb7<@@5Up5f}uq=nMcb76Ld0D}m!OS^>cml+v4!3(F8n;_q#M
z?TfQ5tJvGzBtSTxNM*w*U&ag&k#+4t%K^66h*&tbE%OKbHcWo;R^BF<$wR;bemb<$
z?spfJ5mhn<#wXl#)@X;3bhN;H^QWwKPvs3@HjhCh#ZfQt)WjB0`QP^CvcWWWRbd_d
zQlMb45E8Zpy=e!T$2eJ#K1hed1MJrnu>wyffo5OW2GngGaH?gJA>m!%6Ck(0=X|YL
zW<yD)3rt1?Fg={jEn=SF@4RAXBjrwuC9qUPz^e@3eYM#*`8`26!H@TXFG{FEgRfpw
z(0#1I=~tr@Z_UXw!Rw98yXnl^Y1%s>YLCW!uSPpBx0>abWI2l^NBXSaGkG#+qG)IQ
zihAx})o!?4o)vwy%=@B4r}IT*w11ZyISmXl<jDU}Js(i|5cgFEN81-m3oA>5@W_>2
z{_1^UcIL9h8+voofFVhJbZszpFFyqfn9!zOq>$iTcG*nf$c(j^h$6gb_{MH(_b`?8
zEBC-#t-wI)_oI`?IT`n~xnwE2Aa06cB*HjBeK|q1`DHT*9uj^lB|2@$y;{uZWg%&<
zh9_A*fa0sTl?BgwAO9mR#4o=i*v4R*?UUL$ULLr;$iwn4iTi>PC?z^LAm<^EKst}M
z`F-GX<r>7{y(7KHIFh|7uMpd-smqZKhp*W{!}sbTbMTAx`{L8%b5$wqf8MF9=O_jb
zBPmb6)pH(F-$|)cFR&lyaZ3W!XB%Yl^ulP)KWo*c9P{5l#az!5`xRfx)?MvFN&Yn#
zk!Gnsih3YdN&7&pCnzmnsx8bQ?{IBTr7sAmLLZ}ChIjf<2yz|dttn}-srLJgpF;Eg
z(^x*PIKJU7DY^tMq+vVVLKrClo}cM#4(!Wgwvj(@L@zt3l@QC#Ym<L{19GJ9v{lLH
zoha4zCi~|rUOP-4ETQx4R;^$y-Mnj81<9U#)}b{lE3xEAUfc0%@K%TaK#2K{Ku}SJ
z^<RzGv3-wBsCr1McTTl`lD$os`^H*Z>)(s7^)*-Q-(~+jv3?M5x$<`qN9BQ`k9SkM
zkEa*&9a4T5X<>_x4fPLYDJ9S{b`vn+;pgR58%Gm+2R(<6`jw9Qm3I2}A67pc_)SaP
zm^&RV?~OtOB-Eav@Ev!+zD56D;us69_`h4Od-I3y^&;Q=gwV_i|L-Y5VE_UnT3svh
z_{n~Id8QxQApF?WcFJxzvT*h<ZO1P?$49WsyX(MTVD7y9$APrwz|8$jOhbQ4|2}g6
zY^a9GSlZa%!A(=c&0Ryo-Ota_`P9_257g+@+Te%x<xAeTQ2Ev;70!w-XI^}1N6>d$
z`?;2uq}DccrC$h_n<))`8DQ_Qa!YZeHtjlp{|5J72=!|bmfIm2Kj`n3oN52Qu(I>0
z7HUo3&mI22K=4+Wm0TA)H7UC$=ozq&QeBA*!7m$9(^AnFs1fSVdVU=h9vYEKpakw^
z&w`j>i1KLlO4YHCL!<vjx%N4q(sER6y!~U=_Nb;hFzGA8b=z<o#z1t=aITOW9V<ak
zFAuzlQ`36C;D7M(I_o>UI0%_<RE@V7?J&soZUIr4qvko}rR!!ibyBW+uoE&2(;!CF
z#QG#;@&67|j`p)1tdmR~Xw1r?#ov{;z#pC(hc|ys3vF(s00JQ|KBEXPFk%Qq*%Z1;
z+4#g^96#YspET9VlY}189)s%tNQf<RD2BbG+{My@FdTEDKZp{qmqeV_|NWvasz;CX
zG?K?|>r0m%Js{zLsT|*0T3FL&fn3hDUccU35@lnPW-INoqFC2?q5a~j8Xy3N*BgCH
zp{K+DZKadIMsZD`F6$Z-R7ZgE{1OwGK2SS-jtL_C)vf-m@O!7K2&-swX_Hs6w}++I
z9SI&&ycWcAop@<5eIdQ+b}l&dhGh>Hj*meRKAP>2Pt?gU;i+xd&xMAHU&W!vY62x&
zvXnHKTUU`L{Qh%Y*tDLIVs`y>0zpitPeb)aNe%)?IvH$Zd6Xw!r|Zj8XNLCBF~MQS
zHPb%HZ(Eb!F;u|^IYmdFzGQSKqYsn~`26<IS)U!CVZt&D`)+}#Rm=?2Om&1au-9!F
ze}3!p$wFU8(b$Z4$BgT1|A+lD+N|B`lhz9BBF7U($3sqWMi+cXzJk`K6LaVFzmurV
z5~LzRykGq0sRX$F%G~aLduJgk=8yFVzF6(+tW9QB*?U0=z<mE5Gv;#n&(h4~Ml)(D
z@>_IaU2<!2@VDTm=%)0#@RMMe21_^yM+{7AK}*kVL7v)B*cyqTGceZCyS<_xsz^*@
z<uMlbf9RgC-R<ie&wj~z#r-b)2PehG$PbO|o1+L)6Tb%}<v?7Xh}*};m5md|3%z(#
zdlJ70Su^fo=P#yCTf!aP83SuRXje`bwWI@aKCT-#LqFOfQpiis)1<Vqyq`?Y5Bt~=
zc9cBENwA+@58Wx}Bx&QyhA&-?3vcG}&C|IdQvNCg2DsINl;hbwCO=G?K5w3-Eb9JP
z{po3-te_(wQBYF&p}fSx?Bm9J`vbzAu73{im2AvEt69BL@zZhBlQvWLv~;n*zu#$S
zzgzB+xGxH7{qp;ZD4xeV;}t`L<%Qr~vxA`?oN?$;s|RY2{LE(e&sa|y7~1Mlb#Lx{
zfTYOzwQDfgfBx&zns#uZ*7ZHPXY4n0S6E%o`P=t@k!Rht^7+qd<94l1ge0;vmU46F
zGHI66sf_7q4H=+@477$cQ2mUp?;3G{py?yGn#8+o&n6K}xH%4x;HIeR5|_4{SIHx3
zV&eDn=dG9B{n6D<3y#4*1_$5A_y9sFNv{*{DnhcAlg*&-tM-ofRrSdGnf{hvm;YV>
zDLg;grDt?jE5G}8v=h1ZKxY~s>Z&iT-zR<Kf7ra8f$9kR8S34c*={d)pBbDGxZuN`
zjR6jKUXFL@=r1XgcRoLxF7ONzLnzPBd3R1`=dA?=HLb03e~p==Fcvd1c9Wb0qQ&WG
zmSp6A-;aefH&+*K9A8BD?=^kWP^v5wUMtjMCX?9P7)hwlE*!GAZL1KT)>eza`z=UG
zHg5E$8!u!e@oOSLQ#ex~Am<`f`<b~~??&KqtxnXO22FdFl(MR)-&bLmanR`<cJ1MW
z5_R1FGjS7@yFQT9W<Yo}vUHnK_{rGKPg6y~TgA)!lRm8^U49h$O>m>Xp*iLSuQTqY
zbHwG|l(Le8T#3d91p_Y~MXRy<Y@a!cW`3pd4+D9H=4KI`glk)OOTW&}eqCHB55NMF
zDCvyps9)nkn4TB03N|tecZhXV;lQzd<Se&~Qc_4$Qj*BYNiDZ6SXr6n<$I7w%%9~u
zLm0@3jNF;r#HGaa2?(hXIfG93`qt{@2+&`5bBnF7#}yXbq@uaq-)pM)A}Wx=PwT+O
zZpXxoNg2GJBgP`Y0s+AZ3w$?A`!5eZ=$_#Bv$EE`S)*k9-^9I!>iwa)n$3c|-Qvaq
zO1cht2mgp8<uh5l)FdDLA8ePZ_}g<V&x=415C?2bg(J74v&l&rIcdoTiQ;-wY5ca`
zE5sR_3=0Cn6_t_9?r>2?<VBHG!L{V6PNcFEm{37f|ATTIv`{_IBmJ9De<&&ay)jTh
zSkf>JB?xgZC5efzbOg)|88#B^4{vW%iR5b!IY%eMa+ZdzK{WubgzrHz6(9Hn{Hm<C
zWa5G`R33iANnlS;x!!AP*xKFd6XSdNat){6PMG6iooyXzgY5aW*evY8$OP(j{lzsa
z1c^k<Et8zB(?|tSpR`0KNApYF{FEI&c_9rW$oGYvVCMNuFwXVl!m*^cLsz~pDohHn
zxo@rcSH01yN!6{x00r_8h<f7ddE!NC)#)&mQ29Ir4t)wfN8iFEl;Ws8Oi8v!*BIoS
zT)@G%jR)6QZ4FT9O)Y+&@MN^cdkC!TY+|%{#%a&ODXR^5l5Y5$87(|yX&4o>RF-X-
zqVNbxpTF+YkYCo89g$aEe5*M7R&!k4Wc-)b>aW4h<+%w!G1JpKvE1AF=iT^_*5V3$
zY6jl3ptU?HH#PifU}mMW>re0eV)w7{?my#8e=9S512X6bM%f0ZNgioI0zw;m`&c$#
zm)~063XuCGzxN?4Zryh98d13&G`{}n@<(x}CT>)IRgCg}n-}}3@lO5<!kIPQ^Letb
zgdzD{(3|YB92VKW&#$dwQ}hGdG%_l*>l-~~1MCgL&+ok%B={vUaUWXWkJ;!C+I%=s
z`Y@qIVzqVeZSK=0BlJX62dS6RlmRDAu>79#p)~V-w~XZzIEbY`p4ehE@;Ng~HaWv9
zIO0P(zgYSSIFgP&1a6On+hY^0Lz6|CgIz$Aq?yp<p>)YF12C~pVsv8})h-j&6_eM;
zm7(8$WJWhelJPyElvh^#$<;7P`Q0H82W9FeyYz;HSg<WN`$ZC&aEEjM*^H<iCqMw8
zKQ?qr?1+pC$T@kx+)wQD))F;=0Az1J(FlLS)jeSl>4nHHIjpWoJ{ihTuWuPvts!o$
zB^rnl9zzJ~-Cs8SgOWKKfQO-%+rs)M#LQsBLU-Rncf<bmp{3EGt<je4+e6#8`}VJo
z?Qodo2nR|Sd)q{p@E^jiIHcZ~F2$X)M_m1jJpC6-co?y%g^n*h8O4HiCLJ!P@hBZg
zW6r@Do<<^`sdA2cB6T8|N+Xa;f#+q$B=J!IlPCOSNG;P1l&1uSYJz)ALb{Z*hgM@C
z#OtKgC||fvbaA{N;nOav&8Ojyj45YQfF~#a5pgBe%S+LZe-kE`4g~@VRED6#uV#i{
zp-IJ`MQtS4cW?c{xPd07o|CNmr;kVE{ff>~iz9wvLQpJsT_V>w5Il`_N8usHx{!{w
zM&JEvGP#-C<?osNsY_Wq>UP9}Jr>&i@<J94kVE#-te!CW-&{)FPyO&a9Wg-<1bh>+
zd@}I>_FMZQ5U~3Qphyay^7%RModhDc3wl8Fc`L{@?gAJV2x#N`->}}oZk~GoZV%|V
zPES9#eZ>6ZCT#}|o~lXjFR`*hCf%SseTX#zM*k#oF0A@|2nQjICpFM<gO&5ylS7im
zm_S&_AN;JIXy-tR$#F+MG3a(H&==yvBohut1^efh-nm;p{+-`#EALU<gI(>B$)!F1
z^W57jxqqa72n2ht5#J=EGMn!%lAG5meVgzt#*JWq*gq5EJ!!GRj7)(1+`MCW`A{L#
z*$9c12T6f)O|-{@v@Qew$=-GELW7UU@17J&;?U_OE5pvhnDgn~aPfZUgq#7b=()!Q
z(j_H?vX3DV=5Bsvj+K(!4NmeP9cyP0UvT)GyoycI6Hiajdf0VG0oE;<Ul4)Hd%uvU
z)G$ag#>PDXnlwha?QI?ay!!-_IqzwgrT3ZFJX(M(`~SNHG@Au9FwcB@aLX7@HnOYr
z-wXU>3`SN-pWryu!Cj@zYEW&OKgV(jesFr%0Fjg4OS0!(&lW?VouXAhN#@hf6eO|R
z0S<)SB}E-B=JgZYG-mj_b|2g)qsyz)SwYU$!(Z_?pfO5XBqPG%H+Y~=1Dqqh3^##l
zqeo}pcq!0LSkLI>czTJV-WpUTPEZy2Up3&DbdyG7Y~gPscr!vw1kW`E&NT#U|0C(F
z<C=Q^HckvSdPpj<0itvWNHe-SL_h=tNl67H1V(oX(xoUNC0){;N=SEiGhndie18xB
z@E5Ng&Q9F-^|`M1HCp-0X`7NG^@XkIbL05~kEUKC_4L>gBUR2BwnDEqN3XvV7tIdK
z?ua82=lx;S`ko4#)zfTE4XLy=Zwc`WTkF%6^T#*5&sUa1;_3>#s*8(TD^Pycnrd(C
zO+U!Gzf@=4dR=7ZlAvV%yUIB>%O*YKeRJi3q+}G_QNW*s!i?&ZmJ}w}{;3=ati~QX
z<EW5iLf9j`PRx3=ZI*<O$;G>0$^W+Ng@UyqGL@8q&g)X65G0HDoBw_|`Ql=N0HQ;U
zDP)KY2ZNgn3{rehU@0`*{ZIl48&R9jW6_t^#?AkfyApQxz-?=E5c{5nASV#63t<if
zIu6@#u*pGgdz4Oel+Yhoh*xuTtNs91hzVU0C9S=smi<7^30`;!7ow-c1grslr6JP5
zc@^-zmmxj|B(O~CurnD_(TGX#>aPm1u^9z;;nDKBu&b_*OgmX&sk|3!0>H!h?*O3y
zs7VC(KO)@!9JGR-U5~B0^TL}8KawISwW-623{$r|rb|1g<z(Wii64Ee|DfS6EQ`Ul
z=LM9pbS}_ee5Q35_)5jr&|V!D@z_j|3gjEKjVYKp9C+!%ff-K47ysNoVD64m<qUX;
zI>wz0WTHL80MfU|O4ujyaK?3(>oAjNP}S7<c;lF>GcufO++l=veW19B9t07OZD1#J
zWd@xKf*db%JbSW5G{7s*Q?{cBqcAaeAowbNjFkq938X+Pe~$(96AT5V(9PUa`YoT4
z$)d0cAsqVT_!$R%)}p^sV=2+gZQ35@d=>6id|5`tha8U<A2r^KDasVWg)3u)-z!&r
z=&y7eth?l@yezA@EUmpPsXBEKY@K`KT{qlUuD4XDHeM2S;Ahqjy#C8B(%&WptK8WI
z?UuXOo7ujgH{=x0H}-g0u+P`D4<&kKB-)M8XD}%Jjsl0nbAzB8u;RF14z?(49?xH8
zMg$Z9j1#Uv>%y*0>cRB?Ujjg1iubprJSHpcHAu(!->+Ccb+o%*Y1^?2v^qZf{gogu
zr1jZ?dMq!*pZOlvjlkjtE{DM0@HhBAJ)b33e)x7|f0FumlJokq6$|6CT&1oxcC>~q
zZ<~@Mb#ZGHc%^YdbRDMEx)@{>_(}Nms131vq5irb!4fRv&AZ}qyg)AD)HT=kQ%Y9X
z{j-WCS-uHS*u+XRU=X(Ai-nPvO(65V$Bq?}!nk}kb=NQ0O;r_g`y8Cvm8R5|m!R+0
zgOAa6)o)l$)$Mle9-xRccuG6@^s|E&AHlVB!3wD9<h=*W%V%w5f|#~1yL=8O<RlAS
z<jW7=&7Z2`Fmh7*J<0Kx=eer)9U<tRFQ@f-ns&X)aZNK3Rc4<&|F=9|pvc1bdEs2m
zwuo>Bs(LQuLqqT7%@2~$t(XG+AsQj)sVk|yhyKF9&$kLn{pbA9Uu<~q?>3?^SCdhg
zt?MMr+Mmmux+%YxS^h%8*B`80N`AaADsXMA^!rujk^kNLSEF@fu}4{%T|v>Os+KLC
z(Xl~frDxC@f>`5zTKv>h39%feH2*y&aX0Ok{dRlr?jt3Wxt_*G>zi9c#R$yG4tjrZ
zqq|OxXo-8|6VQfh4ODE?9_?sjzWzQuIE)=0sg1eZtf7u4bB}U2c%NL5)Q#8NocTNY
z{I<W}QKi3BrJtMK&hep9)-wGm(QSoxUA=EOh-&vOE*>lH&P<k0Weqa(jn*i=PuS!4
zQOdZT<{FOvVzZ6djW_g?a<OGH@JEEz?sr1&SO`?1!%d-`cZvPS65EfJlafY{8PyGh
zLnBKb%o$-H2PG~rD40CNqmz%tHce*Hn=~MS1mBxVTE-?ARWvvTXE`*NXcZeuZ!VZ?
z14Ws@Ad9_)ox6!!yp^-HzV6$ba1#Mi!u$ru%C&nA>qZ~%=RV$bw&LFYn4orKSZ9#<
z*XCY|uUbEP&4x678)te|iJW;`+)PUNlG`e7%Te{cQCpBFNsSCFL;t+2{uVmjR}9tc
zH(l~2t5XLz$rDv6vjmw_zP5F^!S)%OIQ}Cm_^GDG*S*>TdHnAmk>JEuKp@|D%P#)!
zZ{Bpttl$x_;ZX>hfq-R-HXHoiPnG~_k?G!mKo^hbvs3jA(56D@mnU5>3JL_RZEBIe
zY+T#z&&5kvM2oNk!{I{@ylq6pd*^1_H)3ms@~k&2q=Qq907QEp9?NVZ;RGQZ1l+4x
z<j06@T35jfT%mKEi4S)|(#5p+J88j>jO0^|luTy2XT+X}i98i=Drofj=HqR1yEsg?
zOo<orIb@-vnZ`il71Y%|6__96NAf-U)#P^OqvNB4bD#GaOfIkKr}e^#%%1n}GqFSh
z%ort|8H~z=LIxUMe5}l4FQgqzPHFt0js5)WM-$&)hF6K)2dnB_Uy0Qt@MQIJcsg>q
zpzpL4zBftWLV}}yGUveq<oKq)?WoK3n$g@be7CTEq4R?6)<x6JL+ec5gzyL7`fCM!
zU&lAbYTlQ3^MQ-`fAic9ZQU94nTQxn9VGAO<XGZ*+mE#nIayxMg>OIjZSn`syti^a
zBzQ7z_@zyvd2taPn||BVcz;wU%-?kP#tXX*Gu5@dd%W!HJZfcg>++uE8}zD#!(>p6
zPA$?tim;gIw8X7y@Y!ENinXev5LSHD(%Jd4i0DTXlZKbZB1Wk*59!i(?04)63yZ3Z
ziq)TF<bC^@oBQ}_iHnk=rtxm<gyW8haDkKZVq&x3*=!A+Vfm|8-|O9iC_|oC^<1v^
z19%Z7G%7qQnJq3a(CD;rn{Lf~9b8eLn|09>y$3d3JlW#!H#)8zzVOaB`YCMIenT^`
zzwH+1P*)I2`6U)r&~EKep|70Ev8!I2{!A^o-HP+sOF~t3FNL?Fc<=ao(x#P63{17;
z2DMH84UJ9r40X&*EsoDzl>P8j#(Mfhf?0@%Uzoe<F>j8E?u*e<r&8yAd%LI8a?Tjk
za^Ly(I=X9Ub!hbzy*u!?XLk2;_NFr?M#;oPtFA5wfpv_vzw##|D@&Nn^EKil%G>95
zV`?gDczBDBZggrYo4KS!>&1&~E?&fIWAEmAl&$N^pN@{Tkn7&F_mAJ_GFZb#M<lY-
z`~)Ry1cX$mTw@($Vw_@P-^G$TALG9O`%r@$x9}6PuU8hk6OhR#c{N3UN@pU#XL@an
zjJ(5AM(JMaB-uQ}NH?$FjVSw1*B3pzbEOxaa~TM2?A-u#eanT9m`Mi0$r0`J{w^%0
z=IGyxRufaNreEjQUMClSS4+C_*dG0syB_H{jUy`Ye`SmrKkdmee2(#YyZ7I(=4K#~
zHn}v){Rya*@^HJHL`|Gk_W$@w5vSDS8UN=b%#uQ!A}Q|44@NC51oknX_}K?1YTiFK
z@8K}M@0uf{Qa|KIGQFQkp4h%QZ{Ox)3kS|l(QY~u8l9M60HZJ*AQ(A6j;-+|=C3&(
z|Kn*<WYl@-qGx>j>oFx%-B-Am5RaJ0)Ud%r?d*GWc65Hkuk@_%zndbcdfU0Dz9ca)
znr3JINi_RwW+Xg0(J=d`X+Z#8ZL{5fcb`?8U3yb%;I#0{V#fBxYiGAd%V3V81C=7j
z2=-Efe(sZqVb_S5<?nFo_AUHy2*gTvd`{rkk<Hed7<HJG^zkT3IC}sEoRvAhxJ?Pq
zg%FK<hE%qIMxTByjGPXhU9Yw_e_+&r8fr&qwZxNCQIk=9iT?Z<$A^}ahmo6$zJC-p
zFi6)oa5$`dq^fqHuHvMn`A#L;IWn#^F7_uW87C1b2QhKq#YO-5xw5NkY*kfMbv1;a
zpJ43Y*;LnGtmpF3=aG@rgoK;sOqA=x>l+#y>&qd0i7C(H6aO~hWwevTIK2Fc%n{=0
zTT=phe%SFq*tk$Z`S{r=JzcY$j-#iK&4|!|tkd<FvYVB%Qem$U<)yG59lUBp0F<>p
z_>xM)Tg78$fh@20Cb4+kGSKX;aJ~DsCs{305C@xZ^)H^$166EnOi-8T&Y2B1LOF|q
zW(B6Hntii5+h1PpCr1hW(t30HfD)Pu_X8@Y!lfa`e71O?foG(O@G<|&FaFRrvS+I=
zFL3Wy0-J$q9}!N#BanDZ_7Bm8$o(rj7U*i)hbTPy3g1rR6Wu>0`>Uv{8|*(#1~eVi
zBmdj5eSj8@*0a8S%xcNZ;_!siMpJ;yMJB*k+C^99k7|TPr*^GeKVAj+Ne1O>00*gt
z_mlyGX{$D{n(pI7!ha<yl(W6~GN$qMbhD723Uu-HF&2|DUJnBY?S3dNQ=9C3Adddj
zOVver{0fpz-GsND`ZYEs;>C7i4)#s<dyTuh4cN%Baa_nsv6j+51+!iwtvMOPaZSSo
zMZ;lZt;xU23j^wdJ;wh=+Q<G3cXf|X%*;*v`8Tn+G{G}A5o-B{%IXdEJFAXA|JH0B
z@a+rn3pv0QRH9s7q-rUhjTA$P1Qse`zrM*D)pZ(tW1jeyKT(h`RPd&{O``AdZa*uo
z51)m#N#XjOeTvAAK_lJ2n^a-E>Dn+6ccqW#y*H#!@ngT^Ygh+s+AL)Z$7BviWcEj-
z4s~RHgz$!p(;WSy+L?K<|H|jz_xbUkeKTyMn!<ys0t>R-llrXP!C6)vntTQ^!g^5x
zhH=jfqWE+O1m589;abCw<pNUZ1F^%jp{g>zpg?>k+We>N_c8=`l+y5ATgX^oi40>`
zU|g{vExs`8F_~eWXGNk|+$j-Ih`S6Pcla?}7L~RHt!q{>f`8+g9(;wvwUY0$kmWj_
z<TaN8H2ya2dIqoKDn(VBWBEZQ^+=V7LivsPNH<{*N<Sn)Fy^U;=7}5c()X+rj_gQ4
z`F(@mQv(4^2&I?yNi`0s&ZdLm&XM-8YZ)05r=v;;&<>r$;{C%<jv_ZW;bS3xs<g0~
z+8FT@1A`x`lTtsn6?te&h?P9n0s&D%o6xxC`00*qSRx>pAN&jR%8?2bA}gbPs~s(G
zOnVQSwE!6cb8u;yV{#zC@hwE-Y=bP}z387augWeA7AlX;A_4`2TmxN+Dx60^PctA>
zc3tm-BK-r<OrePg`KurDS5K5`6v2jg*Xur_JtlNZlm9B-a1^U8BsRLJ$nMYAnfcyz
z|Dot5WmwSzw<<d0a2)X$DFOK0`3+cZz;uu_B!%Nhj2<Xi$&hQ6mg+(rU;Xg7CqYtp
z$dOZaL1YXq$Ed?iK{!0&X8xD`_kbG*uGfPYBs+f3>kh{Rusc6H(a`Y1@UFo;$RR^4
zM4P|t@Vb7Sk%5v>bEjk-2G=-|0g5b_l>qVt`%l<mD>Wvd=<>=K?r}$!pM*M(0&Zd7
zdW<aUrOqfj66QyWk&c3IUlPu)zy(Di>=35E$8>-5nSE!D9f?0a)B}?<LqTN$7@3Nv
zAz$|cg#{Dac`dF*_GOfn=!X#6=Ma+keWob+B{PhC8chBgET#AOGh)9(0g!fcKSAXI
zmmX+US{#Xmi{eD%rp<3PQC?nCERJf1pAzSY-8=Uou#%t>@;+Qpf8l#%2V-zWS34Tl
z5s7kufM6*i<~Bf5?r4&r{K^sxlpYU}buR<wPy~kt1R~WZJqscGd?r))2`gHr4~z{E
zaNsWsTi~a_j=habvWNM&)3uFkfDZvlsp3CvwOW_^Z@-zD#hI7>Nkc$sq)>jLc6Op<
znDreWpKB!0>0%O6BOU;I)b#qpdF$?4O9<M+3Vku%HRuYl?q$@9Mx>{I6qIZb5V|*i
z^DaZUd1|R{dWPTBY?QNnyPwlmYuGki?PqNG2EJ0tbr`jm>#6CT8@+_U&joEia!Xr^
zGE2t7x4S=_)`zFga&LI)-vT#Wx*dDLJ3o{D^Y8g5BwlhVMv?#`7`Qrl*a=Z#b4%gm
zsFgjv#3ktpEM;l*cT`#iCE8^zS_EO!?Hr%k5V5Q^4QK$LF*4?U@D2cV6R&{5L(&%>
z8<15WuSkr1M!>gDxL+R9s|RdZA*J^@J49Lr5z2l(yN$L0?yWFrdQ@R7JzVbxs|pac
zc_1?e={guMY+JsCv7uI?Ge!EfuE7m@t8TuhGW#QS9oldZl9`PNBoEa;zymB->tvJ|
zm)jD(IzP3o^U`u?rHL8KYTa-0RuViADl7@8vXa8X>snl%A@98btbR1f9#l{eQe+GR
z??4<o@CI*!i!p(#urZUyDCyirS>3%y#gA30%h!l5Zr#*ObfL_F&>0e%Z*c)~3CD4@
zTLBYqJ-MO61sC$NU(BF1T^e?(7cM4bV>krqYzlHC-%O!xPl=Zu;nTRg+`+eN<vwx@
z@-#K2{~p&|-NGKb@_u;iyrbJISRcVia+)=}PF*S8{KenAP~^`BO+Gp(GQi*bWCg6V
ziEU~4*1(UCS^*%9A>RqT@(g((@`w#W0`zA=Kya|1ha;en0KT&)u)e9}iPyIE$HTzO
zcOr`o14tl{WiTAN3<CkLsTpL^elGDT(t;P@o~CltduX{cAkg2O%^5A;P&gl^+8?Al
zu4OxK8N4~t+gUa|ST=J$TC$}ZdqXwmbm+gd?o^lU{NK!5Y$I#dY3{ihzq5#q{wLKh
zx5*yYTe}6l6M#MJ3%zwR{hO4;xEC)r$f*u>3=a8giY@IYl??b{z1^aL*CO`q&q{U$
zn00z57_Z`)Q=VITkUiyZeGw!U!7|kNRleu7|L2GahX1@`mwaDCRk>e5l~Pd-EH}Kd
zCC_1o$WjKqNkD}eYQPMGQ&B83{$aMoo>b>K-ZAff{wS0Bse2|+wPhW?_^tKX_a}~I
z-k(Y9J;C(5khGx1nC-78i!5?|qw-sn4XsxG$&dc9_<oGe+9`pmvmJ51L78Me*2CNq
zQG&L7_fPO{k3>nkBgZH~wLbUfNp}k6;X}nyQWZIZPk1>bCf2ckFrHnta3KzNHW8?E
z{v}VgmFxPyIX*4m*7sKnePqAgf_amJoX^ZeDPJe$P`@I=<WVo)#W84Wkx1Q0^X4YW
zK2|a^&_{8B@RXO&pm7`*qAKaUwuC_5@Uz`L(zj6eSZ>mF(mnwzOuD{L$76%M1EJ4o
z=@utY5-Z>!WmtBb88P8M5_p-1l*d~SvV9a=xo5tEeI~uoG4ORLa&72zO}l`diXnMa
zk|V?GTyxenZJpv*zgho}Ol!byXJz_tpw&`)pnBO}{CT?9q9-x!F=Xw!I~xB-w9=;L
zlh4Ce6C*S=Ws{c&^Duv*U#Q#bQcUH=Ij`31yW5gF%*o+`zwgzi|8KABFE-+s8}ozS
z<Oahk%Q!`Ft+#ke`reZg&X4nMuN5AaH@^c78V+(kZ4f#WlBS%k3y}UmB6al0`;R30
zSId!#+!n6WxV`J-J16$?T;j8a=3TMZdS|vuU=F^N(6Hw{ik?q;7_~GcG6K%AE`##2
z?iUZrMlLR=k~e$0LmRJe(ytqL8|)8>X=cL`D?6H3GJh^ke2zt-zHe{O_7y%Fl2quP
z=*r)R7x9a>2uU`vuw403XX0Kjq+Oe)d6~YPrlZmuCg3<Z8F6=2sjP_+5NfgsAozeA
zo9zeBckbioTi<>N+TFc&*hAUb-P+oE6*+hp+kGr7_9-lEsv;NiOi34qfbr*yB6iqD
zE4~<1CnVIRq*Tct=9-!GD<<r;>ASaMm<2yH*IazM(7@Fw?fgmqb$?;iv^i1Y$Qp&W
zg}1=jGyh6og8KF!tBs(gsf(YEvt2h|-J`v`ACHz5oYS1`Oy9{}$@CJct~510_ihpf
z-_(YI8DmKi>9k&Aa%|yW&h&UIvlu^#jm$kf#KWnaAZ07?rqt4KeXZrKs`l=K#!Kap
zRx@OiPh*g2bBI@PrA|1bI?b$SO^u9Hfd8=~AN&tKWaY;XA44q~E)W9$<{tkBI}{&V
zF%;RxBrOAF0lgxzW}@EA)0W0U2H@emrN&}<=g6Fy1;HVQ5Xrv;#tQ}<(D0v^fz4&}
z^CSEFr1kS_Z~Bclu`sW+M)hgFfP8Lgb%QM)#u5Sux6PERp;G1{Zk8b~7Il@wc62~3
z1h)?s9r(v9uZTw4APH5pH$MsRFDav`i7g3{71bdk%!?!Z?d_ud-Q1H40^?EPa6-}c
z0w#+Ms7!7@vsf9mKyqrYJf5P*Yu;)y)(sYgg68?a`=6Ok(&RfvS*fdCq#v1({^7AD
z?SoIAedl0KSBrw9AoALI<^E+~oS$<+Jv1YzYb$$FbZ(xk*y{WlBha2aw=D4yFpx~1
zJ|t8Z_6jAEfq%~Am*&ME3ENjoDn1?)AmtY%5~zu+u8ygEui5se`EV1Y?N0mWq=tZf
z*hL0wh>eROm?*!@wYKJcL5Z_Ne4W6v8(UxW$;A3vnu<9(&YED942mNbPE(>*{`?;n
z0)2Qg0?U!Q89#f9LGPdBFdm^9;a!`vd&vbhX9D6$mUPW41?~4U*<}&841BW0b<fEJ
zg)fDL&Zqu)7#O<irwG$f>)X8j%=&b*Tk%Iw2!tS(h%oy6jNtUcm4~~VtE<b0Uv-`p
zl{Gchzn%%#@$m}@JbU(>k8fgf{NL1{$-h%mV-vcD|FjJZEUOICxN3j>B1|gkvBu6c
z=j7z4T&J{pYgOPpIRBgd{oa$p2yxxI^&@4@{=r|LDfNv8W_OEk#Eicy-n`iC@t8^>
zef~VQwpO$DQnQv6Jv}XMJU3%9Gi&s6F5Sc^!^k+pcskW+Cf!8*<y^zGXoGlzSA#dI
z(dRuHhdHowjm0u)E$La(I8oIZXVl<cLyaQ|x8#9o(83)HZZpB+^w9JKdVT-z(CTi-
zK+oTv%iXD<i>!l~tkM{zj0~;kb=gi%l5?|uzweeeg2KuJBqbgnchcb?BtF(OT)0`T
zb<fTU@R4CLQd7f*M~{X^4u*!LGPC{oLewQwGv~8uml(n8e6^C#8zoh>!%E2)pO8IV
zq-8XQJ$gk)`|{zo*~4v<-GlTa`;6Upj7Roq+fEs~dzlaSUoT(q#*sLy$4I7TO{eAH
zTpv>!wRv35tj@oexZorzfAMAUC(!EDfM3^1X0rEKngMc9ao>6KsDE~stb}u^oU7I3
z^^KF=$w5cQo|kXM=<k3e>>5h8rL<Hp0sh;C^^T+OU;GeFr@hxT2=1R4FTaDh_a*+R
zMreyShX>meY9E!4nfGCSV_;-w8~$J6ibX`d6kj#JU~@m+3?toKTAMSM9+rgptb8`G
zXiCN2?P;wUJmcNw8fj_EW?`B8bjMkGFh1$tslb|Lmsaz~RUtF}gEq95R3`L^_Sp<O
zTL!Q><|raOU7^2Vy_;w4X;2&3;^Aj4D}L2l%2H}Rpzk@xe_mNZ;(4aJ8BEpvWb!T5
z`DcTef6sYq-Pe}BgB=&<hO;tih6m?oXF7f*MDH_Vk*Tmd_7|beGnG+cPxQBz<**oO
z(Sr|Y%*c2_3P7rvsoVt%8xP4J&K~~u&8q#8g4;?a0U<XDAv=<1^R?C653hvg$%{bs
zyTF%-|L3#e7<jfg*QFxYr7+i}KG$4?*PrdF4V<$?Sn{hlYk>fNrI6HbQK>S1o?0pD
z!}RU+K8VxDmtM*){7?B{LUO;Q9-^Y%J=H$AMORiffXRaaBY(@n<fKliZLifV8>fi?
z?F&^^>d44V!r(x@Ct?u0Pwebjbi#t=7X3YMdqScJQ3cyveupBQEFOxFUIgo{+P+P`
zexbgZF|I%6i@o&3&m4IzgEK<XlNL2#lR!i)w#CDd)7sbU65)RG?Do{)k_tqP_h3p$
zK0x|a%eN03`5hZX;phS)w=a*a{sg+NWD>WcagK3~&AOc;bAGeq1EE&1F4FbD1RLk%
z;>#C#d1y6WAR7=r!3Q=gH>Y*_MEH>cC~8PN+2d*qHbQPeg4H9cjcj#U67CO2cN!5i
zyr-djtZWl@T2S(n^Pm24zU+0k6Q-Mln+<-<Nyr6Vult-an}}+_Z!Z@{k%YaF*5;-K
zHlWojUhyf|ZPFZk;g(6Zun(*RXSrwO?b+VK&UC6ObaL2C?|aW<e?F9kfW&|eE!#^D
z4x{m7+*EKqtI8Sh0eCt7=F)itcz|6ev?en#nJeGcD~zy_PnjW<IpTAmsGG^+eu~5r
z9`c@O{d*>VmWi8f7oQ?IJ`zSbZ1s?uP@R*twlu)s<?oospD89taBXZ<ZEaO;Ek#7i
z*V>ez+V3s3p`|J5F)78#wUGt2ks;aX1?0wj)sF8z957fQ`P^KDJ&vE%Uh!8pIoQ*g
zzZvGQ#A2Wg#^mhmg6tgd?27Ole#r?Ltr-7=IKKG&oKrFE;g7-Se+IGt3^fI{HJ|Hi
z3cb)2u&_=qu`(&zn6sx6-%V+H^ujBB^46%vWnaAWmCsiR@Y<bXqA0~q-nbF@d#^uH
zc&=&+C!E~`g9;}Q&DEizeF!a6=mVU_uPr8Wrh9h>4X;xQoSuYe;(K|B%}g1my-2r9
zdDKt+h+uQq)!JU?doj7<Pd>p{()YRCG=;2t<th(y2?zuKvy7->kp+IBZ5Jbcca^Q*
zq4Hn1PM$Iol+aUXJvZR^&60<WvRJ<<-n2OjEA~h`PJ=7{EWqv*Q9yxJTnFiFemZAY
zHE>(-e)^+x`6~)7<jJZ+wyA-Q3CO@c2x9&tWy=||%_r-gwi1t^EtY>+(w%DGm2O9l
z!7T^~z++x~zymn|4PfHmImB<8e_pXlKZv9z9>no1ktN$>2I0~&6`H?VwbR>lG>M>&
zmfo5*uM6e#)HknwfEVnnG_;_}ab<be6mf<er-MyoK;^|@s5_bnddk<@Su`J36ppps
z!udM;+jN#~u+UJ|h(~;zVS;bIg~k?yCg2b;`{pKux@2}PrD>C(As(URfwMWY`SQ3*
zYpmci?Mm#yE~h}H#M}TZ3{)zMoIm4X#A#GRCT$0TvMb2{Wt*D9H_V%I9Oj3F;Wde$
zYu@PkRi@`au5sC0`&3c~V{`h$<*vJJ?TL9=t@%V7dD$Dq`G1LW6eg}EuQ|ai-)@(F
zb;|ph>wVV49TByqm36n-_3vq{pC9F_x0HK;k=oC<J@fQamyswKii);%lc=AaTePSX
z{tZO+$PeqCG&>O+A&_ng4#}-13!FJH-2yCNsP1xqxiB0i2oBOjmK`3BCp#SoOxkk>
z5X-i**PV#W|CG&~KS>LKYU2MCgL_avE&NbJ%K{^DFQY6qRvdhFVdk5NK^_UV&HAb`
zGJniMd#=Ms9}9a((pI-)joyxK!j6}LU891L_HpOaGoUO7E)5^EXfLnC!eI)A@j(IV
z$0Qs?2a*E+#=-F~h?VYV1r!u=PCOC>1R5SUDdijQ50wb;{jA(adD72(f9t@Dfqyhj
z*it@DoZEoOb93TAaYjJK*hrOY$+J`0QzYYl#`i5lLx>2--a03j6uh}S=*MveZ){!m
zzG|YmC%T1gXZ$zDhZTMz8(A8`RM02`V{RZtqKaK<w&M~&Dho)nKcZ1SCuFwm=ARjL
z6nzv#nd`Io?sN@k1a~W%3ZM`wee>n=_-b4~=`)2La_fG6;E@*qBg95XulwLIn<*|D
z4qPu``I*yX>-4u4Ch!)S!fo__S_}%gI=hh`lBlPK51VT8F7cH4cR2biPTv(<E^F{2
zVZYa6S{brFN&-bwmX@fMZSrqTkmaz-1dR_+PtVc1+BZyd<|=lEFPzjKtdpJ0S8SiQ
z9Y0uF#_`0^+Z?HzT<J6WS491-BK-55WQ_09K;ZbzPNP8eD`iYbaSQRBV!B-jVe}kv
zm5J&TVan*o8|UTyWB0(VS>GdudoP1?5B9C0T!Fz~if9xwcXc6#5XX09HYhaiq?aq>
zEKtj-{3;%Ik~f;|0M3*LM;>|8P+ox+WeEV32*WpkTRd_~4w=wx!(n=&7zGc9C!CvQ
zCeCN<t*>Y65(8--=0L{d>o8N43_2xMgajciDD%Y(f+h<jB%Z~%7)J-fy23A4=s;%u
zA>@&8K#aj>8uLBj{@nmrCw>FeP&|aW+A{d#^Z&H~)*+>Ri9oBwA<_YXxe8DmLO?_*
zBqTP*c8$Ou{tieloLq2de%>x$8)9sOrj7A3fh-@5%LP4BfM4oBWjAH`u=u3I;^ZJQ
zkjOwRNV^TwB{tPWHvuN#aDwg_0TdjMk@j&vv{)7ZPKbOz*jwF|G*FD#TMHXq(S$oP
zQ}Ca4lMd+OD00VZAk~zklkW<<2HXAAXsdHmP&49s+4j%ld&`5lgkv)M5iWOKKN)!v
z;}4c0;s%!OSEAbSxFX;OOxMz6d?rlmu-wq;4cLUK>yRlZu(%WO(1d0bhl*1@g9bvY
zk7W$TH4Mh7@>akGBp+S_nvt~BSY8G%XcO#HONevdjvRKwLbtsU;d^*Fpn6Hn>cjdD
zTh{zfVPr{UXjo%x`EzTFp`*0v9uu*G*+!c=A8L{76wxK1?`fhQ^jze9dZviurA$_B
zCJ(1(T#<h{(u@oWN%8rSsW+#Q@qN(R-G-z@bN2=MMalX5i$qI~Zl&pNAOmLDQ-*cy
z61@tG#YJj&6EjfROP=bePg`KAh$p503HoPRiH>JpfmLulLU)o|ALvl)DxHy;GfBx|
zx3FPy)lp$zgZ*tEtibrr)U<Bz8EUQW&vVV$g{4V3ay$+I!v>^l6mp=8N~>B2kIwml
zv|ZsPa4~TV69}iO^PK)1Y*Tq<8segxu?mxCLblGN{$*$;(?m@>Toa5+lcM6*VN%2h
zNKRDT$G?cT`8j?|4D$aVGXbCI1DEm9Yp5`-PR8I=(Cf5`+wHAS6HwGjJiun?g~NiS
z)9_^AAT(|XJ_`FH0eGo3QG%qN6OhYX!}@I4^~rJ>VoM0gA@=I+WWCeLz~JVF7t4^|
z<{zVtFujcsLvPsAYxLueu(e{1oD!k&c2vD;r|WYmpOUy|4NA$JaU5S@dOVV4#FED3
zMZuQqpYlFmm~=;%Q;lnK6lA{rZmO@+nwQMttX*iYW3jDov$t?a{tQYlO#bC}YD!(U
z-fyE<O{O!KxwW1@BI@4zpI#q#%oW8f@gAWEr^fw#(5D!``(57h*LNEigP6VUHO$F+
zdroc261S#Q2L0@&d+CR|A)$ZK@72OoPko~Jf->g};}O~~`#3omIJZXJ_JHb*e;H!6
zCXF8HO^nYMm&zPXOWwWYD$5=zryXQx<O;|Q5PxMb=n#yP@4kC~7xH`2;N@5txGoF~
zBRzM%`cUp!TV5^5D>yMc^+L<g^=ShY#XRA=r<?;lgQ|*AL>7Lueac6gs`gPaj`cJ;
zR32ninj1_jR2JmPSNRP(u0oZ3DNlu;e0$FNU5G`+j(aRsN!~R`PWA3+)5puYvGMWT
zT(^;tf|2>|JTcD+U)O}-1Z^^5F8mxRjk34%ae&^pn;K-nsD$89CoTh;x3v^OJGpHY
zNqW`4S)5t9ZJ1acVoQnVCnBdJ2Rw*>cIm&zE-1=dE3#a-F(2WtB(3=nUj07i{iV9w
zmD&}-kRrR{aZ92PfAULs=I5!*gmIM`AUNcrRBvEuFiBD4u17*rHLP*QJsjm&s`l|^
zqxip@CgHH#Ys#*P>8gk4Z=xkL<du5HM)-CG8ecTc(TJySIh6E75#0*>ougQ#<NwsN
zLh0l6R#cpIX0|ImBV^6#5iJPEeGD5fj|A0jLNr3C!OP8E0bN|DcZ4x8n3>A|)6zOB
z`~4dMLjpdEV1GUmY#eO&&c$G$Kn`bRCxL!DCuYQ(37BXy6TKjmU?6bk|1)1v@wctb
z7nY;$d1a;a<D*HFty(yot3zYBQyp5xXIZ7qGOqpMHEnum8#>p9{-<T1j3cN5JD$vb
zHrRh`f&_~kIlu>pDsEn>bF&PWF2{yf*2Yx5S9bZJ>EW(*c06#|kP){?p{dONnkh9m
z_%D-GCHecT9i#Z^D+?wMzd!Jo5JJEDoa`9_3Mt!%$7COeq4!KFn=ljv#05>AAtvM|
z1^i^!g=Ij5sm4{EuP#EUHhe;WbaHB|(BZbk{^l<P6m(G5_aW#S`xv)2l1un4RfXVU
zJyC^pt{t8y_7y25NS(%Z+{H!1?QG!qWR!%MoiwH}yaR3LW@&G2qA8=Lf;X%CgwA+N
zyzzz4&2xNk-N#Nc#n3t>uQ|(Ruw`=?#aHohiny)sIo!jo#%5ku=4ZWGVE>Q5&bE5R
z{k_kR$;9VgqA*UMHZJ~l2nZrHqa9;Ur#{N5$>9>+wN$l8j<+o6Ntz}tT=gD##=2L>
zRX-;an!1|QUn>7;%gt@a#qpE7Z_V0<x`5S&wdd*6uI}F6o^FM1c_n#;(4{7tN7U5x
z4<67`uES`zw~mh1wzf9b)>bw)4p&w-4-Z#2H}?bUlS-?STC%dJ3JC-REG^*_J@_|@
zH#bj0LpPuFh>S1x49v7Ib`E#{n@d_dqM@dzeaJ{nK_0Oe85bKB7rXV8gNNtY^XJS@
z#3VR4xSlaTW@cW0ZDnhv|B`Y<D_TQ2LQ6$UbyRbZr;mq?n{6Y-&7r|vqh>gZJL~T1
z)(e*<i6!ZM(wSP7S_x4J-5^~Cr^%cH8Kcww{yQn}>bv#+&L3LZZk1;bE~ueW?-0It
zBS^vku$Xf#ta)bEuchJ6+wyF3_9kj0*(OR&YjYDRxgX$_nmL=DI{gR+KCTcIBjhj-
z>NSBezLwh|d!}p~HhJ%t`1^PA;^IbjcERDHLSk9S?Sa6-FhwcJR|bu>E0ZTaV%FeB
z8n3&OwdT^DldOiKr%_d-U$)Fn0ruM4m5YJZjLCw!kBh=DuqDt=4r{%`7ck)|zq;Qy
zO*K><5?s9gt<~pF<e_09b!TVJTbr*(hkmEypYdJ$`mXLwPg5+ioxc0H-+heYT%2h7
zGXv|{@)vGE-4+!ffE=WV6sEK9JfppGtEDrp@dj4ySzfnjX1DY5ol}l8Q<}qG=Fz_K
z{;tvCo*4suN7lk4hEF2=zXc-H_tiD_)hV>M{-B4F6s9?_cDa5(u8rIfrt6Y9vA1Bv
z>RDS!7|#A(usP-G<nHgM<De>b<3NZO?dLfp-<<NBy%`zc*nD<+lUOInWBOM0RnM#D
z{Ap3qQ#oYnej3pLO?lDMXMTP2*+PdVIunq1W6#pYIxg!#-vLh%eW|1IyLToIhtpV?
zF|6Hk*P?v;#@y5|$>SMWa~Vl<VOA`nEon2757V^U144I|RUE(+czxJzsq@WJ(t3P7
zpAE6D={QShx!LL3Me9YR#DIv=$;^Yesb~~FF~lbMPj>P+-ez8|ZGZ?&HLU13GSUkO
z+4%MiGl0<XX)_rqQ^}e0jIgCZ|B3vs_AD$VEQhWMJ}b#97E~5_Z<k>}=N+&u;0Lh&
z8*5pIhuQ1<!92u-NWQkG4Pp3jU*8$4nM!FHzMr(fY(6MnIQfe}Lb6a}kQi~GwC$@V
z(pT6qRH{&TF8=DiSA)QoRrhFrL{_q-##FL&gUVDk6os6Kmc7M7Aqo1{=UJz&2j3BJ
z(C}38zSe2@U~qA2Fv<CELfIb_K}bs4wR$5oby4zj&oK2LFQ-}45S$Wp5LgfQ*O5K!
zxE6n4^L8XFL5h>dU2*^NVWo-eJyI6_Sj+GIor$c>D~fP9&jWIhY+qOuux>B+_u0uP
z=kf2{f|UjOi>Mg$l_daypd!7*$H3GueG~y%C;Nt$UBLmCs{>yMFm3o47pglNN*q@W
z-L+Yg;XPqxB77zo>Ntp+1V}h^zQ%M?#SHr7`<Xrf3anRP+O(BKh_Q8C8Fr~~X<!l4
z!+n=gN8%($&*Vr<h{FsCe!~<_3V=kQ;%ov3sVD<%%nVTbn+gt;97Cdkr|Ah`X$QYS
zN|$fHCR~k8EQn6TlSM*N*C7E=T|#Spb>~5rC%S~++akYF4O@L4I%G>5WH;fc_?bNY
zoR~`dd%C3Bf{a3^j>e#h-kg!zoRQw3j@<Zb(}foXlZp!6sv$8iiz~SFQ>{4$z84RC
z-yL{jtgdHTn}$peDGE(4sI4iDtx3v`$w0=0<;BD$44Yb(U|9~rEziv5PM1Dwe`?|T
zlm+>8U@LbZVtD}4%c6Y0AgI<t%qgh1y*azPF}Fu0y8A_B=Sw54e*HsNN%fKzuHCzL
z>9`EDa<3Yh=WqXew4-}<1D^_XSXZ&ooW4mRB)F`2ky!mYz4>*|sJ+TxH`fkXnR#_h
zN_w1Tc}?eNXQg@{ir%80f1!JJI-AzI`&KWvb8{TZzu1)|*_S4p7m+)ZQNPW18;yTh
z{DV?GlMIA}OnfGpNL;h+2itLCNx+dlK=>m-Za*}hKoA25?(s}%XFM$YW3rL|crU;L
zWp_#x4h;^Bm#{=`M(w?sHde*)6LEOIm$~3b08We2l)aY$8kil;4D43@p;NB`Eo7H1
zY={47r-}e${*BrZ=Uzr&F%!6SZg`ci6%u2l&}4R(Jr85Q8}V#5lu>&*Ny7sq_mQwj
z$)9R1?*=~|G<Y(U;F|8rqrz%!kIDQ%$nXm=W{e7^%mQ#uu%UtHX6HJ0G`7Ft5P4ud
zE-gj;1D@AB!N*|*q*?IO0g!S#**0EqD6Fs}>i9$uqzaDwj3rX3CItOY3u0eq)~}!w
z1z_N92*6A7D0rEL;uxV`u#}Ov9Ol&rbBjPD1<jx+CcmP`7Da*<MO>~$#JE6CfH3^;
z`sCmB8ePCde#2XM8YSO>u<F*b>5BW&9s8|^_(vD<V}+|HiteoPf{HE!xDwA64)VFq
zC2I_ZKd(;%MB%N+BiRyXlUrsCn0=9Y92cB0?HTExq{|O0;504Awvk)6z<w~=Oa@y<
zL3@xV7@*rgRDvXvNvw)$wue}jj-@@QZDCSF2sGg*dIZ4;WpFApmKp@dL-r%p`En}&
z*$ja3DcoLd!TemqwVr4%Q0Kxg;m|-H+#B@{<#2uT{auFO?64eCkR-W(vVZPd$gL`U
za5>nXBj<H=T$-&tkahrkU2Pwpn?4HUPMdvFa+}Z^fw33`;McaWx`Ly?V@3k}+tjd6
zPeXX37Jh{;7=|qSog8H;vl4!Caf>-`S?ooOxsg>X<mLpDPLSy9;N?-u2MY9)`d}Ud
z78P*yU*zv)o)+oWkJ}F9j7Xk;fY*JH8N|znqXuy%5Q6HGz!152WH>LC*M;D|{LRkr
zj|udsQwlir<0ON$jJ6oCEQ3?g0+<k2K0FzX@o`uLycd**47<vJNp)#L$W8_DF^<<@
zB;G2l7qK4#^E0+P`G*RVEPaRpoXcN-657Ym3AWCU>eq*bh{pTFB`=m)2V#Gj`>~0R
zaC~10qZrt3ZqsUNFyq+p?e4ovN%Mbn9Atc=5Ys`|*nRrs?QZQWy(@emA{2m1n9l5e
zcNmn|^P?uK+~nqW6XLwgdHpu8^2m!~DNfT*`1!TB@9D<0$nQ-Avjas>rNj!;yCjK4
zMSqN&&6c|5INO&wGwq3l>`BU;R}|zX59y6m*U6AxWxtI`8SP$_saTU%hCaXgFcc&h
zb5u;{U9#=N=RTjzb}yqjc~3g082VO$6W)f9#%5x-aXE-Rq+&l%s}tm1)D|bZU-|Xd
zjsSXbivm}GzC8t)VLH;lQ=2v%1yja!rwP=JW+uyyWG6}aFm8fz5Rg7F9{i4mhwU%9
z48v!hSK5s(<k)AtkVka9Y$|X{Jf=YDzQ`QxBmnuY2tw9-5emnhifRwxcFRIhGPF9U
zG9RA||0h@o>-YgGToXD73mH!Zl>0@biWvAYJ<&pe`Dc=rVO^xlFreU54{Br8%GwZ=
z`|Xs@b*CKon;Tvye+4F}Z95Po0WxC1v64e{2v>g!)_)$~It*6>p7+0TWQ|szCB^+G
zoXCBEzDoo&{l8wW+KW-rW6GUc0boL(dJS><!cqu?=^K0-yEF)@zz*z)m%*k063Ltl
zzs^dYS%Z^7euJ!0{*QFW7g@m1D0>EAh5de!DafFoUW2(*+D<`6p*0e}Yde?vJk|$c
zAaoE1&=-${uE5w%W#GQrJ?9`qa0v92%x47*G-%$h0B2-DBLrqnP*!|Iq9AoF&YKCj
zlvbM5fgmdM_W>uuvJK&P$ta6aU7!=HSG!tIw^~pCm)@J)uj9y~)%^UGva+?Wj+Bu5
z_KD{sv!auW4ATaAa|>=)0UVy1r9RqUeO#(cl$#v-KK&SD42zfA%k`^j^9yQfNq@bd
zex+&DJ4H7|@@2?=gw~~XlKob<WWC;)9{^|h_HcB&S^heIne6i_CO80U_3)SSOF@h@
zx77;{#5Zkxye<p;7jl*juET#!@AG2&fPb}<Ns%OZwi8e>&OTV39;T{xl5cPK)9;OD
z#G=F1DoYkS5yvZlM+Q(j_Bo#U-@IQ2@9G9dSn8mcodxb4d^>a|#l&unLRy3)(is-T
zsWgv{|Hblpzr@C1DRhn!v$vwm@9WlJQX_$<jHD}VU&gSt3gT^06YV}_SFkPwS{;Q=
z*=6%_Yn2;abmV=15AuUQ1AkBfY;C(N<UsEM92x-I1}+R)nX!ss7oy00wvJ6kxd7??
zP#^l7w*3K1R4acJb8uQRoD(vaJL~qU;DEL%L_P#KBYRuBj!!2{v<mA20^6i|UkWKD
zHz?6=jQwOV;1Da*KNda7+wd#MJR=dfr4%^h5?>3n?-9Bfnwy;=#P`~zW(|!s@OZ5u
z#k6p>s-*jCGispLelMrCrseR^N1X4*$?7nyzh+4TfwHjJx^mFMRNt+dF}B?Nds=>f
z@$hutEL-Ac{ObX%&T#SPh*SoHSKFS^j$@i#`9p_*?^t*gMpspOa{_u|fAz$kjW<<Q
zflmoPvQmxDr+4r6B+sVQG)}oYjk_r<yi%Fem)Wq@oN>|I(biP)w-7~vCnS$|_kd~c
zkJ-7+!zHubo!1A4#s`h9vx~J86C#Et0^J+2$zM)X)joDBbasbyvMMwuu9AN%3=hMr
z5}mo**)e_jl#am!M%_+A3fwvzCuAI?5FS!ub^=0PqKHCB)M}{ZjNdDFD_;$LUy_vL
zrKrL#E?vGKeHf?gIM0+YpY#&7#3ak+pih}uj?twW)inm+LKH--FJq!bZf-nl+<mL7
zB_>afp7ALMYeSui?aSU7&~R1jTZ^$h+h3<DeY?T^)@r!mF!gUj51|IvsD5=vzM8`K
ztY5`nBU3U$%f8g+m1o-pB)qL?SdgUqK?~l7OC(A93i#r_7tK>x(V@gkn9WRxiTx<@
z_clrue{jI-BYknnljDGi$$Uqv+5*?#EpIEEEFE)g)V2dt=|2%d-?)LO!<BO3iujDg
zSB^{0W@RO5T-*-_hIdpn@Yr<e9vORFIq@9Ue6?(j(fHipm71UfZNqmVot<4wPtSe?
z=OcIbBzDnNn<Ls{nU>KS)mmy>8sls0OSM!t<_pK^m=FZ<^OGpDhgP~m83kFsO6yy`
zGzk$GllN&Pf`+5)U&8;6rwa%ekB^(^>ZU)S*t0xomVbdCMtQq1?0Ti_?iO2D8xx3b
z@8bHb?oA8cp~KsG=n6HJBkcn-;Nl=`ckloXR|YVCKwvQhQ$ryiC8Fhs)ulCpGg6lX
zs=}))BEPdkp8lisj3d^{p*Qo_4FfnN_~h~*-f>fVb{dm`aMp1X)5c@?t@*~EiI2qs
zeIO1k?Du(qxWW9j9kH(j#|et^MW4;LJYz7``^m66{L?ae=y2x|zQYc_z3pv@-F4nX
zbipRUGWIMGGYs}OZ$yR%;K(X;f~g@w+-B~M2#u_!*&A$cMHxO*Ah%;Iu1y(ilm5l*
zav?V`-sf#Xr2zqZ4BU!P6+F<uQgfj<%zehdpeAWr(qhW_X`$p!(gC++FX$6pv&=Gd
zOk5%@15nZRfeZ%_l(@b<Ao=TEQF(K>dukGnvuT}eF7*hF7=S5x?MW<hINOE@SF1m3
zmgq2fxKbLcyK<5e7Df#QZ{FTod;7qnXzd*i?Teiqe>%J?EG;i7D_wbEXz;>yup#*^
z)duTEfkFW*Ubn(^2wnr8*Nm5FnyAr^QJP)a!=fF#{-Pok_I`qhlgi3J<Ox@@a&jV>
z(*BsXCQn@Sp&R<n^_j%u$70OPQqP~Tvh#CFawCL)e5(L})z!s`CME{s+T&x|<H`kj
zzZ>()ihtwV80x<tEUAAxKcLG~_p`V-|9gtb(#yH|*|DiVZmlIPKd$^R(pO_HOMTm8
zUF&^A^XoviWp;DmGAJfXX-+Fg!uS5eR(F*WZ%$IP_dRMds<+%s!t3mT*UduJ)1zz&
zzq+&Sh0ZL`Iq@Y&N#CZ6Ws(3ehx7AV<tbsa^3qmgqfeFf=kJ{EPtJ!%x+a1uPf8Oi
zH5fxAiO;6OLjU388{UFnc;BY@cz<bPpU5k5IFWM8`F3_MYx6W)Pwc%T_c(XVnuhyV
z$C$OOVLeHP_qYp#&B&ODgs`e4EovKc&5td$=M2f74ueNiUs}z~t^xc)K-loblCvY)
z!sjfG_GkHBedB4<M!^vc&C>9wzp(I?hxO&~`Oscbks(DAZ%<E7T&(0qj0EH60Ws;p
zImzKU=^@Z3bI9m7C2(5ok3JY%7hgQTYEFZN{`gHt@4qnUGd0sX{<lVFsrJ=^NN;J*
z>XfGbRJ5yuVnX`ON$B_fl&Q4Kk%qEE1!;z$puOf54G|tiFOxNvxx&WONB$z>HC23P
zR&VdGZ~hLJCJU2IElN#)tZO-OvRrGLtf_k+HTv`iY=wMpH_hSQ!_wu;b!tJ@Z=b^y
zt-P-D)<P}KiNzR9Y4H<<Cy~;b$=YolVZ6T^ywG)tW`3L(r6TJwse@AqDFV32?>6hs
zTa;UL@ibJ1842U2Jz0fLFR`x2{x)1-DzB*L9j%BOFXu%+X^PmXhW+t)*Bkvz+1k37
zzk6tiwpaa`z<)pDuKUt@>7+|JCoN5?iEn#%>{8#`9Nt-%dQNgAtFjiodU9ZcaMru^
z(3^YVxTcC{oHp=8b@0i+z|%_kTmhU(?Ux``3z2fHl+ZkMAQP0RoAvA44GOB{@kycg
zH5XCt7i#VoQ8n&F$&*!Ysgml2TU|tio#9XGVC{qfVfm}%d=ECLlBgc*L8cNC6Hm~A
z37Pb>=&>&;Q(2!uSvq>}-kHkFzkLZfMwIQewO#ohL{o;uQ{scEa`9N$_{bRKa^be1
zj`o$J3rqAYA>U&N$j@86XbqtahYkQUdE0*N3hmEIEck4YaDXzr9Ufs9DeDQxamFp?
z{46aq-|*w(E#nQ>m}8#HU2R8=387&TmS4R`nClwj5E<n){F?^`*@(sblZovo)8qUT
zX?cq300;s89l1NXju1I{3LEp#W3K=x6o)c69xG_VVm_(WQ|XW=(x?I58RGyflGx$4
zL?CjR@Yga}vcC7rXQLp*t$qM$1$bT_APt^w$sQwou~EolvW^dIAlY>e(vCG)ncjVv
z$zNg7Q}A^Y&ipA+q(Ah51@;OS&WW^s5b2k|F?<O2CUOK<N2B>IlZ6y8hL$^SfkfFx
zMeOOFg5_L4#HnK0VWFi}9?QGSCxlTFVKa19=90^)$AtoE_i(jbp&&Zle3=hWZE2Tl
zusA6O>r`g)wGrMBZaX8}DH0dK#$hsk4`#%;D9iBijjxkK!>?q+A$Fla9qU6@A|qCF
zvXoN}IP52-j8x$aTM0QzMj_~!Or69>NW;gy^ywqxOZ!L9)l-rqiwhDH)AI8p@&oxJ
zn#tuz`SlY8^b>@w*lF$gqHB^hJ{V|_q<y#E-HfZ@-gk$I?ie*Zdg=8@@>Ix=63d$a
z`YpmPxX7+LO(io#B|q7&IL7OH%iGwm2FNJ)$`bdY4EK;98ZmLEEv=s{13u|3C#9J8
zUTSZRK>lUh#$lho>bm{9Y|g>`E(PYpra8~0vdEz^!=X0Aqqc!(Qo*1N+71udpDsFw
z5XX{rU3(~aSL2Hdqvrl;Q_44#h<<>2#VV$Gc=u0<oy1j}Bg6SE6lpm^cG!cr`@nmB
zcnRis!c=k}B0eJJl?dRV0C0zdE$8tA`Rj*lY=QGsfK$h+`DL)bOQOFyFN-;g*HtCT
z@j<m|_`)ymj}%_$<CL0dN5COBUzyZ=C2!oO^I{CB#VN@zY&w<GGH`WH`BvU2c*BcR
zLwQX3aaY^4z$M+E&r0DxFNm##P-oP??@-7BO3B;yw{pc_E#G(XR*tD})XvDhKP26J
zM~Y)X015=Ev)j?y+xPW-osAQNW%E}mA+46~@$XH;9pvgw^d6u5#|+^O^AA7Ui#+==
z&aky~7yT_v^+>>98!Cv?z5)3EnS^{F3;7BP`9?n`Uc?8&@!rTcw6;mO1)oyYqu_)P
zdsw=CZhUBN0*FI?Us{I*gaoug*4Sk+*2Mo{x~qH>PDyO7KxRh38_6(;gq_B=k(o2T
z0N@3N=FOvs$K^C*Xt`Bgj}F-vXnNpC=rp_t@AF`%VW`6Y<LE2{nrz!JOfzzTbZvBp
zASE#xk?t<(?vfZ?l9JLTAV_z2h_sT@Egga&1HR||e)4a?_Uyi|>pYJm(H8iSA<OmD
z*iVHl{V{GfV8(73r>CbEItR+6JE=GYroutUgCDHM!1^c@9HZF#5+ywO7hwIcNa1nV
z4Dk>oRFOK0mMMZGU+|ljl7mx9e!XhOPbBWG7pfsZ?<e;VUMPYYj25OO0TdpdNf3h%
z7pNnh?J^y?{qB5;(?Uy=GzH=oZnr~(M(gtH_biO4J=DDzp?y=bCl?YIeZ7%5unS18
zG-un+6>&x%!;1=`$W|ZR@GVo4SGRo>;rj~EM8IIEBzCez5WFdlGwgv_2u?MNdhIsF
zxG}ZsD7)9~>x=6r?34QbQ49x7C+aEy;HRJu@kl}eb8`ZdIx!kJVlxFyeUF;yARHzc
z=(Vp#yxu3nDQtzl2A4`DvFitzCz{^<7F_sPaT`D3QauLAJBxkrrpWi8n>=sC)nI1)
z1J^A-z)4Yj6HNX@iWWvY3ZwY6*$z!)!^gjj-2m3;;CuKdIIF~GW3RWd*t%)%*S^ty
z-#=K$30E7Ugbvo5Ghh+Q<`N&RTY`%?39M|#W1c$AX#K<G%F~mjRi7g@w+!}*8^?za
zwBG`}1L_ZN7Vqyc$8V8V0DkY-M;#yCY6Nb^*N>hP+t(At*C7yX9PY|p6YZ()(zM5y
z498j+5BwMpID21@CsuzspraTL)4z`NDEnM`JJ8(!vTl;chL_orxzVbm^s=yJr)nYe
zyh9=Q5b|u{cNIPR<$R=kT}3&F|K$ynq1GtN?dXVEd;$yt*@%oJ`tcG2a}f%+bNN*H
zg^HW|x6Q#Tmh$=G5xppRGRz1PKg@%+fAutCb56ObocTjJOR~RV*z<xo>OxmG6m9%B
z#_8U<<k|SxN4FlFMid#%udeIUju;e4aIl#8Uq;1Nhz-Nu*yF@GuEQ%vwjgI3h(VQ_
z=dHNIy{clf<Vv9B0(Mp3q9aha2TrxX5Y+ov5HmPrkiZ29kgV!;!3(71em@17rk!t;
z(-(3=3#AVvjwsJLHe^8PMP6hyiM}MR8ydiV(?iI078HRCLqUGOwc^c-OMo@UiRK2v
zCzNt0q}QuWq1KTEVj5ycKuWI-5zd&Rl&l^zj3@Si^P9Jb3&8le274W#tBB^dm43s-
z4i-*<hoA!mdI?NK-!#matT!-E8VY;|CU>ErZ8KYk78(Pcl^RPyw0+slA0ZF8O9JO0
z-~j>64BUhgWIagkA=^kMgRrYoVk&^^91b>|b@v4-J78$K*`zDx;*2^h+(qe#`YVlu
zp@Ddq@Xd^A<F+5#!~l;<-Qj!ty{bWkl1h-j9i#q0s1GtkmTE(nH8ztqPQuTGZ~BS?
z)S#Xq*)~#;DGr7)fnQr))>(M;Yw6<GKyRy`L@`XSBK)*1^Nzms?ty3G@CgSf=RJog
zViO3m|6;9N;nTkz=fortxC1&i*@c9x=)h)mMj#{xX|OO+xL>$>VqgNQz|^B|G-e_R
z)h3)+Wh{b7(|U6%d$XA8XLWsxWl+lFp-kj7{n;-jT*up2WTQ5)9YG`!;$Nq;hoP&f
zbLF2_jXfwYH!E*2E3eouPpHwPVYS4Yc6vcuw5Ypy^Yi7cP!ov1HMZGDIe2@@=XS~$
z%z6!~yaLtS;JRGk+Fya3J#mh`@Q&T_kKsgft}n#QX_ss_f0b-4f8JeXc3xzCr{g=_
zbk!mC+d8i}NdTL>k_0JKIJ%$;5O3{`p$iZ>bf1Wo5_pXzQ-Asxi1AtO?dNjx;d0`*
zq7dO~ZG7O<cZW$2FO<0k3#2^*6Zo;KCXY#qZFop&_m&vWmj~DYtSd>9dH~!T3$H-X
z0Es3hcVZD?_ltjvF1w@Pbu-v#<=%8XO``Z>y_EA*ckc)IU2?^iZOilX2Y8>NgwKjv
z&pk5!){<Uw&wcGaM4|#u<dz<OJHA!Sw>m)FCx>tv`4+u>3D&VS=;iJWhgXD@oDjcW
z(N<rO|F@zV9;VI(Lj?fj(QxSS3j_%5a)MwUH!~5cLXmrh3p|E_ubltTz?(DLmj~|O
zM7CdtgNpaXoWMuU2l_O&`qj4jT($;W2l`wG^F}-lEhcklD8O}7*nle(LOyIud_6sO
zkgGS=Q8@M#(ckkm*Iz~8T989aJ^WEUn#(e|`dxOpwT_jOna#23F~t%Q=~~W5K@I&j
zW3#_q<vXWC7fCp&a3cf6=>7uC_wRH2-+7o>;6v-9FC6CgH)-+w>2m*9Z}0nugU4`)
z=}B;7_pOcd)86*b!q2`V^#^0UM_H|9b!RD810Ovpc~Q}JCaxZ~Jp<3}#{IO?+dp2)
z`83?D`P@~eUn@-5YmGRo^QJip%*k-e_HIk9e3@-q%MZM*NpANuZ-KwtSK8`o8dtk4
z2Zvl|ds91S11A?_JEyFwFQ3>)<5!A{y1JfDPV&Eg&FA!SCGF%94M5Ve{@q79W%IYJ
z%y)#PMHW^KPN=}eX1l@TytthnG;b<5YtfTT^fj+hQ}2Pe#mp4<)oq&-5Lz%5Suj}?
z4HsDvv%$t-iyK1UM>&4{5MNsp7#?Pu{YLi`yQXE7V~4w8l!ci?UZO`cs7RX)9BF1}
zpc;C<x`SruoC?hUnqT%3#guJZirg!>X(@d(e_s|GL2TnF?XP0v_zq`evoJ?jy<TJB
zDO;73b^J!$TP3h4oVOmkzAm;dnCM}MsehOsj~Fctr4agV$MJ<$w&t7>pL$^OT3!K6
z-T0NUW_*6iY+S?TQQWtVqc3Gq_qY4jZBUH&tqK@s@ku9Y2`|vzy$>6|Lw3Qp2=h69
z>pbaYzpQT>3`-;}P=`<$&=RMCkHZ>0i>sYaN)#+4$wDMU{)GINR#}r%nfx^DF+fy@
z$qI7%Imb*Kk)JOVLLkEcBfu9!LxG|th?7%T98N+;k(n**4s9KXE<pUXr<P)?sVE40
z99f-r(#~(+G63r*dlh}=(6BdOlVZQ%VsTyFeE0BHsc#OzMvsU!sOu@}%`fWZHcjs-
zxV1nu|9M1$*=Zuevs;oV34mLP*W)WBxkJppVx)_{KH;Sq@*nat%D@AQlb*90c+J}<
z)I>BUnkM3W;z11vl&i3?57G?dCGQ;bM}!y|fx$p)sDEJ?+j@nBlZvWie<oDo%cXsw
z$)6wD6-(^NV8U51_JNY|q7YC5D;7S-KqhYE_qFcjM7w@B<)#MzxG8*@AL=xN&@RS5
zUYp)wp6WV(kx+^%u<t@6q=^3;ve7P0m7*x4aH1VeH{l^};=|)7WG24Se|55SqRAKO
zVD1dC{fDs^C7ZFi@@C4;=D=%@44kGDKfkd3%eJQ7y#^SYHQN_;``4EMwBeYTgrX;!
zKc&hl)DtSbCfUz6)|bELKl@gFKiADbf(3SmG=%>~^|B?v*&gzIC&g%jo8!ei(ptvs
zYg1-6G2Lx!D5h`vzPaHKrGcrKzTr|%!CH2{VLoL+9(7JOc^)-{0zyMcML|tNOHOeF
zp*^9ZJft~1{(XLWbo~3|)ZzTh?$pWkx1FPlqqBpvi<8S&S2O_)9Ss9rW5YDFtjxTe
zVH;cPhGmKqCqYpm(Q;m%-ln#;%HralmX^=;^^Mil<yDS_wQwspay21=m*N61`2|$@
zL<GfOz7`M^6X6q<ScM7x6necR6qlaTAA6a?)-|yFWjOLv`riG`{P1M+=jw#?ywm3H
zwaLfK&RVl>#L;)X^Pb@A$5ykavF}2z@IKOyiyLscz3)P>F8{}!{(dmeU%21XRdgQN
zhVyAK&ZY%T-{8KUW0zAPz_{L<8_&5P4*%4inW{BC%IqUQA{c#fIl#+KxA1_m5F+mN
zmpdFA>0oBPer82tV?}Ur?)BoT^nlUUs?#TDmt2>x1x{ac?3{Ct?D9{4>r<bYKp-oh
zXyNTh4c5q&(Y`rVNQTJ}#Rd3EapUDdbwaO`^G7G31><}(`rojHbbWFvh+q71{^!qM
zvEPI&U(_mW`IE0fsMpUStH;Oi^&hQ2<{RhNn<HIfGV%{5y92mTYgeMzy%M`lX&)+W
zPpYQ27M)Qa64pAKxg7UyaE5iX{6Ck749hG>J}#qoi=cP6M|MXtJzA#^&No}$;H8@X
zGW=yDDoXagBlBOtY*WK)u{y!mO%gytT)dti*4!%A+S_yY-f{1HUURLlQ19B>`_{(m
zHQ>A0F=vCbx+m|`1|(<ojLO)>zM!&(YK+H0ak3&le)94%snru#kk8Zli;?2DBMAcQ
zqT$Uefp0hkpaKydzq5}Qk!nK{o%Eik8CT+TD(?1LOgaHU4Deqp?mftLl0WM`|9$vg
z?m(GA`Ku*c)aTdh0-;uCA;IcUs|rlA*}g3b2Zw{IN?VSqG7k1oj%4%C4GvM}U~e3}
z1f>KOj!7;@uIgj1YN|JuKiFxFl*F;U(0s~n3r3_I94?dn&568kaP<2pk0`1A%bL81
z<`}aeOD8>l{^VQD?foQvp+!b(N<nQ*M4-NToO8UBdb*Q?YB;?C6C!}Mp<G|)e4tvD
zCBvWsSVNv+-6l=xIu)PTf^DTXcZx&dN}qg`NvKFZkB;MVFbyl<N=x;jTc|P+XlizB
z6B!nR=ZhQ(-uDp`Xog~J<rnfv9Jd7({4`qas`7fo509Hm=o}Y1uUaQHUnhBo9854Y
z1AEG25zjZw@}ZNC^dq9(4(VeDARsE*vZr+PUzwTXnUww@E9t+{d87VG8cKY=k=`3%
zbbG4;z=BF$j57iBS)Ocsreh%#1iB=^MNP&493IrF6J(jl|3yE@hMxOyhzay+V`dPj
zH^{{IhgjASp;@f&EN}qi`y6_7ZeD~QE-RZr<xQu7r+PT;91;ks!V!lO5^u{&zR8nS
zH@V<-07o>>_|Vaz-ysW-Zc=#BrS!EEG2c)K+Y>(nZc#tlJNh!Uez0E*vd$+dL;j&5
zja(^uW>q&(8}#BY#ylXY2v3M({||z4Qa9CS%UsBvjwB|AaV@#`G8>2`k7?}#M|@Vz
zA}#>Q2d#>@XJ+&m*Y#je+S8%6R9r}}kBs;rE@o2)psDZ8ON#ODLU|knD;)%ty{XEw
zoB4idYJ5{xMQ$JrQe-pf6Z}ZDqN!cV)MU-*waeH{^4TlR+Dpg!M*r$PCHDLGZ!wrT
zcN8dX1P%A`J4kE(Wthq*6^4KW1Bh*&SdV5)gdM9Ge~o^^7Zl;Xjm%H9mf+Swc4?M6
z!|OlevdE{=Snsayc~lF+*hb74z5GZH+P9z=@M346UK*5EJ<+6f0>@G@earb=NHga%
zKIc3BCGGPLGmX=7nTtzCX$=`u^)3riXx3B=wHiK!w69E)o<bJYW}G~{^ED)gy>^tz
zg|t0!<de@oHo@1iy4mieeOTI|k`c!oQAa2Nh2h@v<c2J)Pjp$^kT5AxJ2o_jaZI~0
zONxpw1f`#268cxtm{GjR4Y7ld8Vbo)(;%<eK+E5;m)@>5rbvDpcII?uJextjMLG@7
zW6b6`BfJmC1^9}#{&aeB7QRdxV3L<SI#`g5w1RBqkSOZ>7%?0I5I`AVg|>lYIWa?_
z2$|ya;5o}dE5{PzF^E(A4=0tm(+R$lN&bSYMjFlrYA%mlPR~59Yh&8IP6Lwn`eXsi
zY5$gV?nJcFixC6uv<R830Lutl&r&_5CSS*RH6vUC5KOgBHPR?<>(~9yR-Acq_opFr
zWE=oRqS!BUSo#K!Mg>P<<dEPAd7dP?pDdFP7NJr`x0U+)uvfAky$vKS9MAkBb<j;3
z%2WC)Oi6firBA|2&B6AFxn(8{bmg`hsr)%|+Ddk+zJzS%Kk5Q&Z%hf$fRKGsm#xFJ
z!s>soF@U{GCl^~Kr|4+c!>Vk`@y7JKn(3s9;gqWJ#M>;}(P<lroVQ8g&lZf4X=Z<z
z<$WbSI0aGa(i~-;@8q7ClQ>i!mlioNvQ)D&GI~8O%um<A1D{eo%cm@3lE>CX2KUI3
zpLZa3Pg@(ph`|E<2cEWzL4`jNc4r?4VKbN_z%n&@51;f$8OY@TUG3>Y;#pG1{6Y*2
zF}w$^1H!LIRKPx-qn^)92-IO-q<3_@sAQqSDp2H}cPQ_ZvmHZ)A4dU*70PAr)1T;P
zIq?jzcOeds1bxVmMVkWiCbHa=n-eazZ@)(I4mo2VO;9l8qA<F0;{cMVffjgxcm83w
z^$N@)mK-2>=;<-{v1<c-4Ze#iRvU=Uw2~}{7QfK-GyMS0lesEYcm$V@N9^M683}V{
zZPH;!_;2o2M2EIc(~U@4f=4sbBv3?m*!(hQE=T7cE(ky;6KV$3LF*gaa6r(jpvq}M
z)#iV$o%-X$wW5z7xVNY^@Q!}>32o;J90(dJDh!E!X&&hqy7>>nDun-x&r<UYNVqf2
zW|X9JX4Y{X{7-h(n+D<R&%kYmKp-#%zS)P%LQen*f!y6i|0MuT{UF@l&OB)HxU}CZ
z=8r}Itm(}XlPv1Div2HNIH5{E{D+-r-R%P(%+J0}s&AjW25yLv2Rb<1K*%UM3<&9W
z6>uO2n{Sx!t^Z&REYxDRQD<}1tZ~t@++Wxw|G5QOqe_3BpWUmk-mUfHU&oh&<Ef(a
zfAYPM+`D`}SQk~nKa8trcV(ZfKmox^53duEBQ^#3)@TJmOpKRgmS3ua%6i<px;&t@
zbqsk4?HI|hG;{^xe^I;sXjUTrwo4t%Mj}HwD<hQpk$~#Qk^G?nS1jva4SUDb+m*z)
zY_;8fSjF;qgOgQOQc*~<c72+<Aem)W96LGI_ahv|-=Md4>tx~2p^6Cb-`$$kjGjQP
z?d#)r1tuhqCvjs3n~;jvv5t#!wHpN8QhWP&vpI{3K!8W<WI^T92$+?HLR^sZd&5@%
z=P`gTMgIJN@)jk+bF&D)5(OoYP@AMs#<>d)A&$USk-DHGxN3Dl4o&X#e?g3fCmo{G
z2T!~Zbn`gH2&Je%azY}Mnjq1u4c{n~wx^erNH#9t1OJ)&GpM!=sR7>4vd|in)Xw(_
zV-To0Vms=@x{XE^<Q%-oRS({SZ|X@Jr{Cp9e21wM5A8VuX#+s_EW-fA-rC}5CyX{B
zR<5h*z5Z&*AT$X)z=w_u`ES(1I|)mk!r8>jqL7NrW|dOQ+*HmkYzG0M5p)#yF_=2<
zAl3!y7$*0BgL!oXsw4_NI<imL2TAH;;<n6S&RuZYeW-#2x#E}`J)4s5P$>PIo<(Os
z2ZTg&*x9C3h@<clYlYC=O6a67TGH(wPoK1yUj;|}H~c#|L?M-rC{>U&^Cd|p(?xhh
zZhL8$$jJxUrx5tuOIzf9dEA$En{YRE9bc;+Ae99|n-vC1X>MV9fYB(zABm?QQuhL~
z5BZtPJDU1se=Gr2EANE_={7k6X)_cSeG$&Si77j*tMe`D0*oC3`AUJk5Qn{ht<MLo
zXws1nXBpA;5^G98;BrY%IKOkEPNflBs_D5mm9k#%*IDmxUZ=y8C{kIsa5mk_%O?~+
zBYXr>hctEgXF@oKKdw(TJkPC!o8K%8V#6xi9Swum>Hx%adA3~U&ksCxZ|zP(8yTT!
zHw>8u@A2t&+&3X_-nbG<LEnN<iXv{}JU1b{H(3!MBrARb+P4ev_~>2qN@Jz>LDo$&
z%v?5~@^;wEDW2=eQ5peeiR5=s9N~tqY4LN6A>0>SL8tILvI{Uwv?nl8XHZSzqI&T{
zivTe=V`ZG<N}kQ%^3*sz0B8N`nKY6LL*O1<@cRZ4gx(q4qvGH7W72xQMg0BUTi8RG
zi2rzPiG(=5o1>oomcWiM8)8sLex41!|98pqcu^%zVJPg;eaTIJ_WA1jJtjT^>El*w
z#GO&_H8{5f$Q5Dl<KJUS;!DybUV%$N;bbmS7?S|=UIwJ$Lt7+EK$b;9mbIr1^7hF$
zcpn<u>sNJAa@F<z+W#hz-@(LI|I}9B*=y=ctJ#cGG|G0^`xoxNE41@8IVG4fecuWm
zHz|+!xBpSXwl`z7UDdV3u|If2xz9iG;g$2aO0I*G7}Xkz5h_E+yL`OT&q-wa(+fH^
zJ_0bvslT|;)#=DjwN6iXQ2o^bncL2J&@*CQNYr&h41RrkUnMmC7toB-IJtD|8!a1T
zuVv-v=TqiF&hu#<@=ol@9cw9F*lE7<oYan=a(qAIc=vbD_SU-m#=7iJ-H(UH2J`ED
zPVSuA3Ipyc1J25<Z)_Aw-;NR$9b%L#VwEcrRV!7kgc@)<u*WgRt9V0$8hU~&i!3_o
zEl8J8HT6WbOaydv1$AR2!o-lk-A;l{L~nRRKU{$OXg#i@uCEk4uA>`0F!+|bzuD7F
z6XleINXqJ>N2J|hki19V^}n<3e6VT1x3TzrmU+5WutSl29KPZ;@o9Kd!%fQ0O^Tf4
zYlOLyq-uz3My+01W<YkQQUiYxbTcf*&x+8=VcXSiv%2cIrsOor&avIWzQfKz*s((N
zOFean=(cZ10})i7!{1+tLWG}<!W@t&Y<4mSZD?QoO=nA1HMq#FY>6v`zRESP)m*&(
zDR?!@kH_1BhE8aI%{Vp7g`WEO7<MHyp!9N+R>^y^ysWul*`%Gf=HT|=;D&4;oI#A2
znHj&Jtt$9)s_B*V$KI7+%_2(xD5FhC0^#w_3+@m<g*-0X@p>^Qn^)Yw48??8F5F<*
zgzbxp+D_%*z=uaf<C>Uef$)%cOCm2nSdbS5WeaN(9gU1rfJK<QuI9^L*=H34sF(Q7
zpY9txpb3n!<!VJO$wVMW7ZJ#d&5MLEKTMh<m`k%bbhO&FwIQ{$q`?>JELXrLh^d<i
zJFJ*%E7ysQ^)3X`Ek<)dx`ls5Qfg>OH!^}W;Gr%rH}$`AabeYYRrNvj=i}-xJD;Vt
z@pvV*rpW;I7XgSDEQ<_mRJS2@=%fI-8zc06lvGTQMRF*iid2M=SX{8v_0I)~{(iRQ
z$QbC-da%e-mOPDN*h<=1)=^elM;lrQfr{c6t~Y!cY?D~u5~hi;o{_ZBGT{}Hz8K(O
z5Ec(UJ{K-7+XdcOKiSkbuE{Aj!c&qup}ws`SL&~h<Pn(>nQslCUE1@j=~>)R2*Ebo
zyuGT@pKo4VBLc7^bOU*GZjcG2OUh&r2{qN+@`JjkI)UKJmc+|8F|o&`p%+A2m&6CW
z-69<2ooxW}#-q5!p|a*Z<)Vz`nz7cPw9<~I(Y1#y6)VV?ypusD;6(|h7OUbXl<Ny0
zA8ddA1n!(~kKZmcUsz6$7Wz=EQ&Q?f4vkKaP0mhDk4~kSCN<$3eDCQLqJ&1|TY=e1
zIkQhWvu}A>OF8o*^C%h1hz$#{o#T^0!QPIDPf(5zH6W*iP*78qAz|?n4Tdueq7FWG
zql%k!=bf53bDeUjRC6V8NirDb82vK(_4=3S`_2H+1@9}dmx2=F0s=z(ox-hkO?6#e
zbq!s0QJj;tTvOHD6EzbmJd>(i%4$<;DibOR$ltQ^C<_Ym^|SH}vkMGNvdzp4Rt=5T
zmyHAJ8{41XJ=}a>YklD9d4F@2BlK|I6A1J&`UaEC=xX72S2urM&4Qk9H#>z^lW+83
zUGHypp8C~*vB~?VtMWWDnA2%+YyIQt%Kl>Dy^ZruPWnx4rf#pH{(F9YIIqC9N8r)$
z;oaHA;qB(dLf?%1M&En24MV;2w+f3M0SE6KAEcFj1$rI_dg7!nMD8y{l71Y{5d65%
zGTgEddAksqxB%R(_MXm~Q=U#^Q^@#JF+Vh#p;#~LKe`8?Mn(6!H{7?<xBw!sC?^+$
zx8);`V-?)g^vT^~t8;nTwfur&Y{=-R5pKc>829uqUf0QQ`0Uz4SEFrtiDPHAXJfNv
z34pb(x2!6%EbqCN3z`nL<Vlxk_<9^@I^SThQfI6#lBy$?ks_2eaHeYG%V^!gWZP6`
z)lyb(wA@bPFW1dv9pZ_>Q5Egzs6a)@3@EHu49i7-*#>k1<=ISm3|(f01>2F<gL0ot
zn_J!e+r|CAi=<%POw-UN1LN0OCaVScaFLhYqI^BGu%^{@@gGZKh8k<BdP`~91{5SY
zr&I*42S{^ROtSk#b1UR+y*^5}KX`_C0_i<2e?(_Wym<bD^NC}T#C5%2vL(MX9$jg2
zd5LqWpN);TjaA}{2#0T76AI++t5EZ)m)E(sSGS$>hKtLxT@-P#KOUou<&H<tBatxX
z4F3Flqd9ppK<T9H12<nUnd)I?g_a^y%k5y(&dszb%MvtS|B<QV*G1C!InPD#6~zsG
zEUrTiUsprK#8g7ZSS%$|;Vv3r&a}nP>=9G_A|TX2zw2M*nf}i4eN7yQs^qmfuJVhC
z^LKYI2lp%^2aBLZfI^<>g!*8ki<k(Rjw&2Zc{OJzdQQ%;_)AB*MH8hT26;CT!%f!g
zsG)VbHe$M(rK})TvZ(s6@kMD(H4&w^GB5q8)J>#D9?>r~FhH1e%yC?2AYRuEy~yiO
z?CTb!<3#8&t^7SQEXIR{FXs2V7)ba-jBspCmT)PiVX~4~U<KW+x(uQyYDh-q^}FJu
z;sIh5Iy5xt-xA~c=VNO<OrAJ$6^l%vlE%GJF=h&c7$n%yP+2r|>6kF9&2}19({}p6
zJv$)b{f8ZjO^r5+iEvB(2wP3*3@_HFhXdwRF`#3NHWdQBXN)GBbHFAI^UA?4*$Mv{
zc##VJ{}Or_1_D)Lc`*Eue9?lbZGJHZED;Nth$7&AtYw%|Xp<tzFp@qIH+9UQb)PfR
z@aT8iL!mO{Mffs?Bg(o{nx?bZ6{z9Z7PJ?>F#`++6Oev0hAUF5SeV!t>FZr)!MB!)
zSVC5qatL?nF-&tXcI5&tv%U(|h{e}_G4&<X=s-YUc>#_9M39X{%gEm3NyIvw#Ay>&
zB=MzIe}J{Ypq&_jjksUmd+3mCL}V7dG^YmL!XPH6yG2GCNa?mHyDN)Q#yEkg`b%}8
zW9d8de!d0`A@`Y=o<eo9IP!J(I~NMPp3BVQ_0w)XV>fPWm)8}zS2f^k*F<cm1pK3T
zyrZC~xd?Su6kZgGbXtjYLXpYDY-@#S+fnZ1fv~&ufuZK@-Gq-nxeD=L-G(r!N6$4?
zfBZSQotCgo%vrCBi5Qe89I1Vg=~-ZLLKVLGf{l*hG8DDGM?58;rl`ibe@aCvQ6RYG
zbH469w~YZXQNq)dk`kMX;kO*lu8^l<Q=nj1poFq(Ycu@O8MsN)fB^&fP3k6M5kz=Y
zU~(CX%R7cM`q^RpIOJ@P9)~&F%6Htj77G4!0iPZup#;E-I=w*aL#3fWjteC4`p9q*
z{s9F69yr4#1T$%<S!0Kqzx~%x`l!$M<j@dGc_r)@Q^Us^!y7aYLe)(p97RD!mmOf}
zE*-@P0Rrp&uh#JCE>MBx9Vo&-qr^Y45&bS2rFB#;zx2L%^<2>!Ddj)IjJi-99B7_g
zIK};ONW3azi&?NcCtZ!daEiTfi2WmLNEZ`x<?!LwA?flg<^~yk_62}bH-}3T5X4yI
zUi_>}Y2pP~tWgP{2j=_wi2!5qf0@utU?~WxQ$>KO(Za^4`^0b=uo%UjLNQ?%cGySi
zxu`@jVMsuJjDj%4c7OS08wRN-{&$`X9Jc?C06>5x_zP?B7ha2YUSvJW2E*hCq+tE;
zN~Yfw4aeW=o3l*R@7VI;-$x@~fU#tsW{9W^Nw#y2_tNa1S(o%5VzV21;!C><ll$g#
z%mO`5x0jQqpME0>o*w@|o)U2VwHQ_c5rfbFPz`xm?+58_fq6&ZpYo&_;xLZ^EfAW3
zQa0rX{Yq#F9Uji=<+~chmiQI&6Q-&+`fJXLWL=z}MsA*f`4r_@5=QM!tNkPj&>}>}
zVFXv9{8=9^4SL)Iftuy){qHpL(2}>p{vH2bJ`XB9-zo%3`IDpGH_RpX1t3r<X7?{p
zBk23`S+2l8Bm3>gg&U?KG4Jj%Yp%CqX2XOqCi^iGvmkeDAnxaoMkze!Yt`9Ujz1F5
z{s`0rO~m$IZ^6i~t!{xc?3<Bxv*j0Nf?L$VKqV>a96Y@X?0J!BFE%l;RiP)ycuKi;
z9-9Kz7Yqal1ZoZGnT{83sPJTU-=@=Z<|UYT&dpC%!fk~O;3$?{szP1&E|f;(pm)8)
zWAkH|6&IJ_yDfRVnIA)oSj1=)wFfxQ>QB)N_kW+&3|Q2>?n<(<IE3lMepwX$73uoW
zIz3BrmLtBEr|BAPIdTV1y8iA9oqj_A!bf*MiEx_$#}{jX0OFFk(l}IV799z<Foad2
zMDwa>bA3=8J~=g-mB4^WXFkY-wHaN^A79)UKj6tIcaRo0)&E==|HYXJ#8oIfDcg-M
z)PxAVg5_#(h?Z-(OEqqH$uFZff5hQ@WkzhQKGj*6=9!Y>9ozq;|8hrbIG%_6)1pqp
zS>*xFF{u)z&UnuJOUNQ+=POY(pL-Zhyds6-x4cOXqiQ?Zor|2?r`iDdb-ehZ`|Y){
z-PV#+z@r=_Ab9WNb#-$%)IYZLp=frkf9v$AKVki8zJ_*UIK<k$p~0rDqLhWBRUmc@
z!ah*^;Zf$g8>P`Ch>u!K^K0Jr<Y_*ok=*Z3(RQEizEHfcJZfiqan~PPv{zAq{M4VA
z1ovZ<yN9TUUMBBDO1;q-o6kbw1VsSI^9o!L25+PHxM$zRilBf3inJ7}MY$B2r!9;-
z%vhs}?zUk}m?WK_UVf8FvJ2n=?t^uyN${ehsg4C9&p-SnOb_@=5Cc_@=x>x{UG2cb
z2H+%CuEqE}Wq%TK?haC5edNOGXpu6T5M|XiVE_@^Mg=E)c029hYy!Zj!26L{T@#N?
zY%0`sFXM!)YleiJ7^UC7AE*i$KZS-%#smec#3#X_q%oEtv}m{_2{V9?1}dUS?gu?{
zCah32?K7;a=mja>^Au9t3?xI|vEFaMvq8WN1gf&^7<$Cym8ZpO(Ru)O14;T&G1T7O
z&@wXCP*f@C9V=+c#TXlacx^%M1~e4aljfq=krAki2y?XkP@a*Gd?VX)^6vnm2fCE6
zMF=3onKv~TrOA%mq$7|ekn*;g3AnnY13YAOWtf{=$ixKNce}t7>B38Xn~#~Op^O+|
z&K$di>hEcP0mfBQ)=VDlz0R6)YkCgjt~8f=lH3k^!s!FE$Gm3iDx3u4mND?W<#b}1
zCkN6{0yFI=<3AZS<~P&K%z06g_97Rg`UIrBUgQc_g!OEK(WNUYEq7k*>QAGu`5>=I
zMZzit*(-i)w`kb(A<V0B@1&mUi@VYRC#T9+-q18wsP^e4pFX(@@72o?gO%4S82p;z
z{A)qiL1EtmWhw(@90FyI5d+zQgGNCNuLJ1=x{Cja(PJ3XW1Pxhehqt2d3^Bd>NGf`
ziA$U$67-hNNcUC#UPF~u2-@MV{+J~2mitR41KIp{?#gr%Xq~|~e`Zzz_P+Txkt*Y`
zTn%=SNmdcO#n&DCv%<BSioj{8a+*!AK&M8cMBCf&%Mo#S>JMskw3(O{&q^dZ2i|vY
zKJ9L$J}*Wjd2UYqEZcXiN-NmfUlea<XAVLQy~8WQH2nts4Y$eCvHdg;85hwN0K_?=
z!Y>tQ-^5AZnNs}*sncyaA(mNQ-=efdS4xz;#WXv7PW>WLef7a(yDBVom$NY=rvSc;
zm=5E(AH&*(ed@K!llax^?7w~KZ`QxzGqLf+8iytvs0a(#bK@bI`Xc(2ttL#&?I$VQ
zG!W^-gXmzoe|k)SId2Ar+#{RwV(G9%bESd85WHLI#vyKnb(nM5Ls)V#$V648|JcT-
zSm{3B5x&=L|C9T6*`J+E`}?7>RmN=l5PN5-uD3>a#v#qmq98l*>J>l3=B;>#K@pol
z^qUbS%7o0H$J}8l>TIGV`WGypCSZ!6^FJz!G2EYYO*E?Q=C7$M1{Y3d2ymGjWKzD?
z`E~ayAj&s-7(8mLY(p}UnO3{7=<3_jOZ_{5U+C7wd%yfNvbV?heza;HPVI#7c6}H%
znXnFi@^N;BpWZ(m-G2DooOeH*@cZ}Y`jq9O^>00ivu9=fQyovYl|318J!NxGQQJ=)
z#i2)Gp_Kzg;{&r-1DD0Cvt7WsEDLfq`XR1NiG#G#AybLt;3`gDtFfabe;%0s24Gr0
zMD3!<?T<3))nALoy~SjA966@4p*m6w5%1GbPq1&X-eEeF=OG`P{B6-F3S`gu`Cjw!
ziSjR-oP5ncIqAt=4edhoBf>1U$)_O`<ELu2zAT?xMwwp8iC5#rvi=2gUtLXm{{7~0
zGvRji#?wR1+e^*cLv66*gF;8NZCR3<ZV24PPCZ!GPD9&IQCZer*~&oM@1@H-%R;ln
z0wFJgFD_G9iR7vciGX{dhycVBBn~1_M@4>tQUrZf6b=L*_WNWP1=(BDFQ^bHxn1q?
zoWuZRq^}O0+4~)RImmc{{AUQ6^pvt@zb1AnH?nla(o22(amuMX?^^54&#pw~?+E{m
z0ftnO{&{{HY#eRB2>CR5dA*V0c@~z|Z80kwuLl0tjeXKqe~EW*NXYQhGZW{vRRk8M
zTbnt(eZJm!yIRx*_+1PyU3|Yx$=oS<&_6$2K04HQwl{IG8|YirwqJe|Y~d<zV-)z#
z#LCNFQoSacC5~mARvceQ0B1(%Vs6eyE7}al6)zq*QFn<UeR9*>Iz0~fP33n?MT8cX
z*i%&7)BkWumlYA3l#){0?w{Q34Ilx1TNxn*@r8Z47Z=6lY8<H_Df##cTMj2Ck0-5s
z8JPu;LqWLgZqZiYXRA->_Mt;Fx7yK3(l3|@866Dsk?3A|cQ^kD!3+tznE%Oy%q2M>
z$Ix_x@c#4YU01662Nwk|J}f>KM1M8Aqwm-$91xABkV#DDYmDo}vq8NPf(U^MQ^yUK
zu)o`JKo%Qf5kQXUBRU2wt7--FBSS?Z=ube3a&Jq++9KsMFDxR03_Th-c<e8D{Q7qK
z_F~G*M{PJ0+)YB7RHDK)fHx_vZi5_;{Dj@5>g~+qhVLd35~!}}t@Eyftq}?bt`sVL
zV1+QDD%EZSXH+wB2DnTkRO>shQVy$Vxh;487t<$$P>V>ym)4iDH^KpT!N^21ol=$T
z%#Q5kj#aitjyCQVNJ;jN1|!Y0Kbn^}I{9B+1X}sIdhPBlu{J~}#?Pi449bXxqviy4
z+Z7lb9cH;Y=GnVsJ2_ChI+4p{=dc(Wm8;_|uL*46&=<q4?cDsW?A*Qlf}N~f0<EH~
zylmd3VSx9`SoUq14=hZOGI(K)Vz5p=SZjl1<kx9#o~haz&YD_oS8kpfuBjdFlSW~o
zMoHUXAB$iYd-q^}e|K+Z{~$|e#{f@X--qE3YneP|T`RxDm)3&YyW3lv>s#BO-dTE+
zWi5=)EnE%kZzKK<ApRj%R}d#F1FQeG5hHU03**~UD_3X##y?CpXNnrtnn^q#-8^+J
zVs6m6_K9>o0q-bCJ=)gA{^rBt!$$Y}`?LA)uHf6AqN~%YZr5)akLTc9`0B>9z3cOI
zX8_FkJh-?0(Ix0QXFj1;ZxJXAJv(^QaEu9YI8r}ZxIEqbIe8lTxlRtq<|G{S&wrbo
zo|r}<kk<&%g6%#zZbv`~xT<HQI0;UQXbc?A`-B9>Rdh8R`Br-c1e-(!ZarN7-OM5M
z9F@*D{g;*z$JeL5y-SZQSJcb*qi44pzRA_SuC9+kp4YWNCdI(y(cb=dw0|Gib3<7b
zF7o>6z1?o1t9fmwYipw|Rb_NbVnRmZ&3;RBS<C#$LV8q2dPj!NA&rBfP^FPj)k;g%
zFW<Va4r^cSOnGXICTeph*(sGKPm`t(1G86&NB|R*9u<k+3mQEdDzg`v`Z;L}St;`w
zsT-g4mJHN?>S(WO87}A<i0B*f&n@w;FYwJTzg%4G=Ka~rC)gz+(jg+=BQ9FcFVxO2
z+AIn<21M$`CF%v<TKhR!x>?~pMc1s~w<P|K+MgZI?itu_X^J1uDsMOKaZhqaG<l!y
zQpiiwD>n%mw{t)Kw!T#3RtmgoA1crMEYTZ=MSSShSJ%V+FZQRv+Qfv6$*QKzpi(M;
zFrg~#@G1I2LP8a=)*WE7HZ9ue^ZK>mFHu3mUklkedX!W};rh@f87^K7bMUMCkeq8E
zpFyl45YCLlS&tsDFz<dg(EW-zlxt~yrfz8lq>KVW6QQJyQAkf$A<jg)rka|JL=*{e
zb#sV(7C$qv)YjJFWtHd^LsWXW_p9xrJ+QbRvU|AsVVERQfmo-#T+fwZ8=UZ7r!+Ik
zr_G(bt-Vi2XBmgP<hHg{=*Ni^yV6Z4(x<VM8j|{+#00oX#UbjiY+19|*s}ot&i8SO
zH{T`ILteh;(oiROM>#-V7j-5n8~(Jpoew>(f%el@RIHI`cm73c&JTfjUDk>}^^cZf
z-QlTUhP+X<9G294t0t|fCoOFxohz$pZ1mRHh%#j+h4@D?VGJf~4uN)0l3K1gbvIMM
zaoL1Qafl>itqhtJz5fmd$q{o5D4%kBMW7EihLvX9rww}$Rmhz2PTF}i|J@=;m(G1B
z>gS|UmJr%Ks_op2I5I{D3<NZKBC*+3eyb0cd3FCr<r|FTaX_&{l0v&L;f97(tSOvT
zVXd+#(b3@%5^geeNYeQ2qRx{PN9G(35WK)-G>6jJzX?%fCq|dTf&hG3y5k{ysZs()
z@Gvg0T1|e%OhVpZ({M$46_*5vX4v${k^PeSGc(X5?3wAD>A9^@E;NaRtS3wB^Wuml
zEK``cOm?|Fco5n)eAxR9xH$eyGdQ{-khJ+X1(DccE;zx1;ZfDtLgRqvz&Y(_VYnn2
z2IWgmlC;S^@-jZ`J1Z<#Y*&K97<N^jw|?iV>Ct+(x6b#XtriINw&+z2g0`xQ&HUmq
z@evv1s8XnmsjQrwrizm4_mCpTG6(Y#i|wzr`_@;i$>a?uJNd$8fTAzJpA`L0I}%-R
zD57~-&c^~xM8t<zz~>c%3p<Akw@@(M`SQD9geJ0l@yi!5dlFn3_wm=}QFBd`4S%Yy
z;`8Dr@~!}HDXt%_pwgUR+?M|vQ!Zsgwl@(pC_ir9UmznStIdf;EwDhcw?CHS580Y{
z8KZDvIEP6$zY}hchM>U}O4YqVpU8NTz6a_xIw_QR8Le4yOrqg<s}s1FO_VcFl#fj4
zGuXrv@~@~1e3XX9;7CVrLtgEo{@ep1=$EhvyHpSCRjM*fY!qyeKg^p#O$SRTiZvNS
zK_rxg?=K<dr-#Ibzj?c8xqE28+s3du#<1E${yS@4goo8p-C@cRhDq|uic^5a(}%>;
znYsu_6wS(B<)_W55UkQGtD(~a`;B_$Y<HX2ml^*Qb)(n>neAK3e&0eN!u_ug_FwR~
zgd4P^8q|ES4(%k_f&`v$AgHTQ@*KmA9b}A;rPq!IS1AY9s0PI;8SJnJ8b!u&gwfhS
z@1l{QghvbH@^i#z3)EZdM89WA_m*jQ<XB^bdui#zK$O5OZDuQtS6a#(ivev-v!AQ3
zkQIako{?~q*~HXLmO_9Pmta{qFf{yGdXNhah7Z699D9<bm!gSy!#GDj<2UeKS)O<o
zd@cJ#(24X!$K&#{;0i`8&d`UNK3r^z^Jc4Yc)(WajTC}U5oMQ-<35(dKlZ!!^>E;R
zV|%<U|8MuyFYcCsdt|5XTPiQ<_WIYC^YPtV_Mf7%TPksB6y28t{+<W9KVFUMap$&s
z?I#^b^udy`<CEUp54+!OB~jlY`v(0XygEme*dqW9I0q8y9(g27T<qUnu-H{74i|w}
zXf!~F*bE~$XCN58!)!Q!sLm!mo&y<rp^3>z$a>DV;57JV;!zJw_q!SnwORS7vj_sn
zvp{X1f}TQM=nFCW+wqb8z!yxS{m*?Cv~5kOKBA=D8y<HK8}P?Jq-QbLmwHoj!gom*
z5F_Z5C$QAT9(c(<V;Y&789f~UjD&h43*eW%G4R4=tTQ*5$O+E@#BLM?tg)$1Kpl<x
zrGAr@K@v1mh|<qEMF;VaGH;bJ+!sgN23hy38P6R5)IxZiqPkB1fR~yV$ymh{zpFSW
zK8qZZBNH|Qt=k`50^A<IXXPGvkOvsJMIy`GBT)Z9iYcFzTH#1ao8b^7X~f@Mh@IxP
zjO`sP4=y|e25eezKvF~yW7f>CW8Qy!A{;nkCMz-Hg*FUh4TVcGy#(C29-dJWpiwi8
z_u1cYbb_T=W9Ax<tPcb@xE*wifz;I{y3H(ldSD-zjNE{X;uA3<IrvkGyGdkFbozs2
z`J3^!j~2^?E{isYt2W1rr&RpJIj=uu^QRl3tewf59Ge<V=hTGO{*#|^K}^ov2{F7d
zOHxG%zVq<9nj9NC-nx7&nms@r6zxW(%K9+7-aIoW@oR=pM<;rJyC*j+@#n-y+fZdp
zITIkDyjxmW6Z-Lue|~|ff9~nax1BdZ*SuV*NZzQfI^w=e&SX(7455%$1%(J{(@FeC
zGO_1y;!9YT`yHl85M4H$;9v)G=7s<ln36pHiR0CfG$y<USU~iPHL=F!9y{3}kL&Ei
z>SM6$20>@g7;MaK4}4X64**)*_AyDMq;#aD$_k+$a%AZ9qRTAhBtzsPzkP<jAsaEt
z4r?21^Ng+;ER>A-<<WX!#vY67k@~_O!J|k>_)*B^>V#l>F_v;WITCs-G$vmo8m9hY
zSK}_4YzfBJ3w+9ipQ3jVgY#4#K$B<nwMgIvU@smAysz*(1SRCZ?dSk(#)Mo9dm9HI
zrC&qR?Gfxj{9NdFOuKW7g$O_D9^}UT2eSsW!YHs1H%YmDMFi@;I`ob)bP%R)j$~pZ
z#X)l?1zNf9>lMR?Nm5H)f?uIXEwr;^g(*{~!+^zszEH+Tfsv1_&{B&~;GsYny17D&
zBt}pfTE^fP62XY~W@aC=p|lMYm$G>_SR2wu#dx0bP>+SK<TlO&<eK8~$8r?evXnRs
z3zIbQ2js2i^6=P0fCoyVIcm&-)DMaY)J!<ix6Lpvv`}^5vO9nwLX6(;r7iu228cYU
zUxb%YY5hp}9LW?ZseXbcvY#>|528hckkBF|?J$Xw!PIyCraB4O`=JddZM)%Xgm<A8
zY|d%z2-IEhIBqt)PBX1hGdX~f=NZ%}NKC!}FuuA}m`8MZq3=lTZiVMoUao&*7#!r8
z7Al>9HO;}An4w>}dArzn8@PBY`Jo-7u(AzNhdu^}8IgB0++H($Z5vCqdcUf)=BriK
zi!>(6bY~i_YV3#c2Cq2Y?-kf*!Yg&|V{L{<DGQ<F+zoFnB7|!V1MxMsA{C^N0t&T!
z5?}o+nW6=FDk$!{?bsqE%Gcm@z}H6#C@lD8@c;{3%=UCL;q8VP^*v59V6%m&GDGaB
zx8ZluFD{~hAA?2jC6W2f$?>-^2?U<8pOD?AY6V)U&z^CDUAn+;2rjS&qBYqM(@XT~
zB7uLgGJ0@YXjnz5r!G1aZCE-P62Dql3{1{Y*~F`~->Xtw$lRmreEg6Lkk*I>*dO$(
zPb_aLm5v0+<{cD`lHbzwe@kPZV%5pjsR4cu|5%+^ah^(I6ZLUed7lJFs)s7`WwG%<
zIrgPqdg@u7=FqH<g^tsqq2uY|Htj4;ws3Y9f2LlGsX_0rx!{=}4?bRZIm@x<nYQp1
zW8hrB*V}9SI9k;V?=pS-_5B9oyV$#?5ASTK?`^vebhq@iunussu(a{94s;4`gID%C
zc9lDqRuLiwB^4&k18&p<=HD32>l^L)DGghB?kRiT1X|8ZdoLT?&sw=}S!ob5H>qZ(
zO{VKik!2{?dHy5PG#s!T*Ers!>AMAg!~ekj=4}-l>rqVwWwmRTeGv}N(ZR8U4X?|G
zS;Tg6QCL@S{JCvC+ZA02gLrp1?xQC`%o*ou`Wh-}Sl)bI|JmE=6J<qLHD#ArB|BL~
zDLYvMq&v)BW1(8*WU!j?$CF$lUibBptxpN4`#7Vb!c1))%mMF9?;q-9P_FyLWEIke
z<kL|@V=$ZubkW#k-6XlsZf=!5Jr#Eqpz-m6xR(J28(M0MGJ2yXMmf^ZSL-rR;)z&v
zl&0`f!rXaaTq%@Pm(^3(RuofOAJg=uBK}j>*Y=36&uR3MAS(2EmT}pCyI(919i2!W
zENGmM3C>UQ_kZV|?i3^~k8h=rsO=mP5#^+QG(?sz{oH~YG4>4wB~;@)CGIMAC7Z&_
z!aS?9#Im~6v!vG6vC!AH(ABmM-dgKh)#%vWZQ0%&gw^<+Dtq7IsBD}=0VnR?(z39t
zx5i5*WGNBa{BO7T^+~kRpR(?cDf|EzqoZBB9Ux`=-G&+<>7}t$bpF{k#Lx0e)p<hB
z>-VNB9j11ZeQ`DUt@#plm}WsTFk&lmB1sf3a*49Cr~UnY-K4?Olj6MGZ85QrK|%a7
zgK^v2m0DUx&=OWwY9y4D{MnS`C2~T8{hiG4+7vdBC(Q+z7A<(j&9btyva;l4!UU*A
zHhBd#-Izy1L1;zLKY;>&{1D-_88wht{4j4bb%Kt6$Q6Ty9lZ2hkWn#!1=|d_InO#g
z%sn~DIEw166<f|<HwX?zZwoFi&<zjs`}dWbyC)z2E_$ggJF8q0%5IMaP_(RrS&KKL
zjW<G^)C!b^reCqNGK!AcCY`?HqE+~05Ji;}NuG`In+o%Y^54$9v<32*RODXSgqIEm
zqK|QpYzPsuf@24XL4@i<vnZDiYbv*<7=K1bXSb9`)s$!SwC30MrWhoD(h*+Kq&9xB
z+BFx5(lAK>b~}Imb9u9^wa?z(A5u+mw$DtKd!Khm_EL37v;=^$Y%F0hNu~lIS8~Ju
zh5Fbj6W&MLC*4I(5i9}V^QwD#Zd`CDeL0(&Ck2HD$N5b4gfzAIwYB(Te$L|w2_`l-
zDYvvv`*=^?-cI2CnZ^T8CE!j$O9mUw0U-JT%P3hH3#n~+pGb&vAt>T=-n_Ls_Vi-=
zvhlB9>#G}U5=(0<8~!{?ZJpiEfd`wzXH}WgX6NVK{>{&~H~o69ra_OlH?6g1LDvq?
zRgc{~e@(lB>K|-;4{oLws;UznCvP&T90QK4Ktlpn)|Mnjb&uwbJM*_A$ETBvJU%^Q
zOM`^LoBN|ewQo!zP#BVj-_2ELxcKhc)4FKG6_GGnVGP6+g7|YZZ)V#4@3_CJ_w@An
z=6=1vH~+b<`TB8WLDVYf`qzyLr{aQO4?22%*T0+Xxy)-ESDOP<!0@fCe3lTOvP_B^
zo)d&hCEo35vc^G^*GEOV^5z*GV4I3HwW3P&-<$nDF+M#Skg(e|K0g0NO}k0~@qa1s
z<l%EPk2o<R&iu*+kFNZXH`#mQ@_c#^yldd*ieu5$z0R(W-j3I`IaKiFrMvGdD{9}r
z!#FvEg@m46qM{(orr<<sfNSD?dzSq1L*h-DPqx2)jq8^6=N|9s8t?9mZ3w%O5QmZA
zIHjJ_Q3iI^zQ<eUx$EeUOXBWq&Kj2qTkg$tv#eOvAXG|XBSI2PYn7YE(vICfWnMl?
zHa?EJE=DfF3KklAiuOEGPzQw^N*1IgFQ19OK0Nrh)wtlViMTb$5#-^PR#ujNcGbP`
z_Hy6)4^~Bu0X-#-HPx17pPeh~t-D%++lo7CD@qx{O<s_h?UE(iIYKI`o@GNV;!_rW
z`I6MECASCaTwQZ~EHKGHoZx(!?oI9q)HxgBitlTX9mXXlPZDTe<EkD&HrS%V1j$Nm
zxyj8td46ZlicVBTRIDDIte%{#9v<quIvP3K8@M=xbs(ceFK1_eI&vt)*Gf-MB_Vmi
zOPrn-Us&{|(7dq1uCCOpsVgvd9PO<7Yi?yteob}Wuq72GY2k*wi|If^Js}8<94q9-
zkDpQ@I0IR)LN@H|DF8iz`}9#!X8&}cYk`wqt2TnMsTuCz9R81%Nc2HpVN{qbQ`Yyd
zmD=<x*K;q(5X;&xj>+%*!-L|p!y;2#icL2=>Nx!H7Ysb8;zBfBEGjoFN1R3(mCcn6
z>DW6dM1x^Pc2Oa4b#>m1RDMQ0^f~f643wfrb(A2ymE!Fc`fV#_^nb6=<(klBU!CJ<
z^~c3zKt~ZFNepAXh`S-AMwU`*6#@#8G(K{r@8oZlsNN_ZD=Hq*&wcFR``FPClSWGb
z!g^U9Z8sY7LK38_sa?y*%N(53CLb#Kh5;bvxo8$Gd{K+*lMXS3(s822lGAYGOUV#g
z0Y^}C+BT!H{B2?tx=3)X%SP18^nWwB{830S5E~YNm>q<z!V9IZ!GCEh-syf9x8Q39
z5-0?~xfj4KimU`mv4Xs%;v$irFC_J~^ks1-P~j1Bp_qq~*mT@Q)1MX8vmycP0ihHD
z85&I-99W9YJOZsBsC_&(E|j2763MSm^X-bV=D4=>9NH;4m<d;I7*BTSf)Gz4`6V+n
z;*}l1;4qgnUXfKE&zcZV8EE<+M`sz;^xMZ_dZR~6j*^lT5CLH$L=;I$rIirrZWt{c
zf=G9FhtgeA(%s!La?kJooU>PZu?^0>o%{aYpU-tsc_J~*+uuhTWoF!mwAW~A)|*&J
zs!rIcPsq_}&natv43YRSp`<}}k68iw<|n~lO8#|As{ehE5m%`>bFLvPQ&?2;XfVc^
z6!tb{5TU2K>tWEwzi*^kWuXR*%-)xwSoVjZ8<)>WMathTweUI}2VFdTdM;gW(skTF
zi2JNizCy@En2@?DfjgVM$ux~k6OrH?;~aT9VojZ<e}n$Gxyp2@oIOXn)-<sOn(6PH
z?Ozw||KP^yaKnio$T=9;|Liqqad+Xj?yvh#clUF5X>+M*O{kMietp_JIK;bBGMQ3(
zJ>@LwQOxZ?CT^&FpnOi8SRFNoAuX9>2{b9tnK8g!_6(4am#%20<1FlPojs)ftA0<y
z&yOQdEeKtTiS0|y>Ytr^>uwmuY=7yfn^vwLd+U}H|E2Jkd0C8M9*IpJgIUqzWFp1q
zzVLCa@1q}x{5Pb+&<|xYnmnU}q$}7E&<X)vE$T>cA~RfS6c1dZ)wYTjiw+K`{+$u`
z>Ze;Ym17K*<5Lo`Bv9EI@d7!-sEb~e{8WYf5}>L=WZ+V0h?D$=FveRqr_=DEC!Z6a
z)vWVew83)b02ht2{5CdFcK|>Jju1BLD>lnFf*gQry8SOq9n?69H37!r026_wv_tr>
zgKUXQCIcI$a73rE8z-^FSuUA)<z)(<!NDq!(wMZvu{8S1B|W>A93o8S5Lsy{0=7T`
zM4&tY&DvKw((m&|7cV>EodBw#O^Oki+*HC<G8y7!r$3D@QomYZBIRM9pjH+9r9Lwz
zc(5}&WRB+@!bBN!kdLo^gS`qx69p(bZGZ(8Qm^u)UggA+q~E7bmb5h`c#zHLsfZn?
zxHsa#Qc}?R1&ejkAdKK?_Z7RGi$s`(2h9|OUY921tCF&D>9FVJzth!>goeb)MGqIr
z)~nfWzLE46$1Ro)nCFE};#v5Z#sC@`0`n`J(Gci_q};BjD?OY>0Vqx^@0Cr7$5rAd
z65AV-(8tsb7J@<t8Z0mh?QiFusHyh~8i5azY*>(P9qK9v9>F7&KjCpB?lnT;KM+58
z4|}b6z72-%2<Sd%da#9GnY}Uf@ou{9zegK}L2fY9G1jh6i0RG{5OP)_CV0FFofM<%
zJtj`fGE^t8KKj%oAQ7tMeLCrEk>2S~mnj>W!aG1@*T?ib_zNA2kazzuP{VnXf=lOv
z5gi-%Kzu=+(c-xf<FfQ@yNvFP_ziCqu^z4NcXUz21ucx|E8TJHOW=qafQg3l?h(Gk
zc4?ai_Vb6^x~wxo44IJJ5JtMCZRpFVROB1BNRBzGc4eviXUO1nD$?s3hY?Y1rRZ}v
z<e{7ak8V27!-JD+<C$Li25GJl4?!<f@QE#GM>NR~r8c+fCEAIazn59%#G%OTST6Qe
z;awXAqe%Y36_|k7Q8MvYX4iR94>ivY&JZ?pW$a^WAMATHEWZ<Cvv|B!AI5gPe}Q&M
zs;)`f?Pw;5X*mu16w?HN0(Ig~)30-B-v{OWs-Zi{@h1c4M&{9NGv%D%3cEWz>})rk
zBgdyK(K|lIJNehsoL_ujRm#5T<X`42_SOEKtN$x#{PMZma~>DT@-HnV7P)yOUXgra
z9tM{et-G}D;{0dMwikydGxIU0^(<sI!2;JtmOi$Q<<OJP6-~2a3x!^3uR%wrPFIsd
zdDYhj&PHZ5&76{f)-4<-gd=v>gFx_lJH_yFqY&^tOFM>R{=596;j|cEn@S-}PY#!a
zoMR^Of$!nx#8pGR&)+}$N}=$!1D5#ehX^?iiZNT^o_KAqKI#@K+02XcxEjY7z=<V|
zJfm3UE5kGR!{vEcbaMF(JPZq2XySDb_i01f1r!GL9`mk30WEPVm7gy(QCgatiK%Tn
zM2v#)o~7q|Mi7L3PdX(}T38B08h|NNN-g{;4p?aHY#_v1tHYo;nHTCH3{56exnK<l
ze2FK$kfXqBzJ*Blj7DRV3QUmqO$Auqfp7p8oAQXChFaZonk^RDEb|7cHkn{Q_(IMq
z=+~gg%LghtRHqa0r$DfzQ^<%=ZJCTal;LqV!SnVa$8@*Q9lUUH3@#UJ5)D$OSPxd&
zM_cF_$VeEGeFjSMaaBf_3Ws!|P8d*a>y#Ys=mebtR9!L2ug)=D%zzonpSR9i15g$3
zOg<)=d*axtJ^+3GF0$$EKcf(Zi4;s<&<~xJb3)P*8K@oWg2yQ}m~V0<xH%@d;inoL
z9JXsr?rYJ4HZA32kMT5+DFh#P4v>$dXX7Mh`f?JS2xQ#@OYQ|8S6%3PkEcUF)E!h*
zUDRLe1?G``n4sPQiD|#7pm)T=@b=Y&pCtG)o7-XxVZK&uDEx|!ur(od!7|6=r#S8<
z(W9m7L)a4i27aeP{Zv$|wTzf_4-ooBbM*ftXZ$=fvi*{j66ICBGtINPZH9q6Qc+O_
z(!e+7+gJyPJmTN1gkHoFWIklY{NI9Kf}S+0qG;4epM0by|42cnNlUu)gmjjMbdj2L
zf|hOq3Xxc$7v7;1-FYHuPAg_eGHJFmoxM4mc`(ksufk{giRGeTuk7nT#m=H<?ixRx
ziX|t?{*USXp=*fY%^{Yr=BSx_!mVRW&xp0lvsT=RcCX^CS?kBukZ*C+_#qAV9*zti
z_^<%fpM(|lu}xhQ(JLNd_npVFI4b^wU*zuljWkl9{-J;l#JpJrTEkPne<4#Mpzfh@
zbx?8gX^i#>srzEBKH)0``!)P*T}l=B=*`Vf_j?_r@=CcLN@BA8``_+6yvH;aR6=iB
z8;q`T99jPF^Us0PY0vS@f?yzDlo();emxsxPz6j(+EjajccpdYfa6TBI>3=)!bYbA
zP$mQFZ9E+DnBFhLIAQ>vTwh5;7gmq2N%zx#X9`6otV2~%Iwt7_@jhAlH<ceZUz={a
zMN_;p0bnjl{ZuKje_`3tE|IFXs*NkLYDZ7o+Cq1!Hb3wVbo+1-pD~@*eXOdmZVI=n
z3-a1!Nte6sTZ+z!K_1Megw_^q{fTTT50Yz5PJ0*}Ut6C3iE6CAYBeZ9IryymKrQdr
z4G(QV#Xd_0w?;0z$(Okz3Sk}&Ve=CT$%1|Nx06EyU0vflCkrZ2WbpTvy0N9Ln5Dd!
zw4TbPp6^RNyDfQ*EqUEbdAVs@@o5Q{WeLMuP4P(sfdf^uRpYyBYyDYk{T*wk2MgZO
zxXSC_1U@YBF+O8_`HY(xwOc(tRMK-6ifFnm)a1aQoBo)rNt20Ho`im{qRyX~KJhbt
zHucxiub8E@w5f!&$eIsKj9By+QmnZ`Pg#XW+sTm)NU?AgnRwqhFe<~7Z<(7aN(i*g
zD)df!w)^A9H=kZb3e|_!z@ysMIX=xl0R_MOp^J1g%eZ0&pg9{dLO3lfh6s-DU>+iT
zPB21iL1d6t&CX1|`z=WjHfINz|HYZGFB-6K0k*~>R#sGsFMEXP{;l{+7Y7!V#^M!~
z@RLnQYmTVnb?YMq-|8A5naH)>rHL=GpnLeCOgPeOLBy=#0Z$bf1`-weGWYO(HeUJ;
zO-efiybWp8_z~gt+uxxm>`hR<a-@%;k-6(@N5F$I(bQl@`2G8EAr@jsjzvy&RYhm_
ziQML%#TY}?==kr+siuXcy794=cjJ|QIvb<ABDEtd!&Zq01jCD#R-Hn~xQ^JCp@X`B
zjiitQ<JPwKRM%MI!5sL-5E(Kg-S3)9xFj$^0fg{e0iL6v8?-re-+<seq9?eC%nL#_
z6&P=@_;C+*zrl+HFbE@5gAwa!2tY%_#)fWcDwUAHR9B}OsdOqS`D>NrDem`6>R<FL
z&@=qoYJ2zb@%fY21Vo%2SXK^${LvKTsFk3O=NdnL7G@R=X%H&sAAVOO=z#6qsjf0Y
zl5TbBFx0^G28vctLLMl$6tLqP6=_qz19)O2lslw8be~P=zggW)_DGH#y?qr9A&Puk
z#<1J+*l6B`hD}0(-RrIKURRNO1;nKt<^7R@;zJ<%Kt*3wbcJynu{T0g@=-^>g<9zT
zq>FRu>TOB9)er11Gzm;{rtK?Gg7C3k^rzVR@%2f0!9_F{d^^7TXe&~EASWJDVMPpB
zK~Zy|Ayk-3iQ^k}v>qWnu?pn2=aDUeDd7dl3!+LQ-tYR7zjg?}N0cgs*vKn>9hL{o
zwR?kqX*sx`aB<P`ax!#pqD$kfmo`Wzt@xSi9UbT%?=BteV`5hVg6P$4fB$Ao%y};_
z+CM6A2o}aLesx4doNz5myvBpc=AWmzi@CWHn-pFe8V|L#SOMnWl6Q`h_V!bEkCPd8
zk^zMuHA5mjeG(L^lR{^Z^h-B2eO5bZSzia^>crmR(D2*CzpJfe`Y-##M_2RP;u%y+
zEuN20-8qQ#y&o)4^V6W?CC2iC6W|8(fxbWaxYhHnQ_IGu>+FzLp0>s3VNd*(h0k&F
zA1VWh<p)wwmr>N0?Lj@Ud4nT0x5_)=wjixLIQ>ge*Bi{#hd;+LKlxg+{V)9`7B1I|
zAJX+vJ_mmSUC4K{%6yLG{0WXAYj|CM){mG1UfMAojoZ1nxP(B6nY!Z9NJzo_M;>*l
z=i=83sFiDPjm1=@K7K)uzb$u5%|!cpwME6nrA=hxmlDh8Esx&&!%?3;`7F%c?ha3-
zzc4^uSe!@gmwRjLp{z|V=YKw1{tefUedTj=c}``(2SZux&i=#?OaD9UgNJ8qdbQZK
zLF)$(FCii-B_L?o+5hA{**v*eJ^Bxuq>FBR_PYo+6;-oGf;)r6{$Y2s|DyhyB6{lc
zt1k`~YljDu&5gg5skT~N>rVcin=Q9!KOSv{K{fU7LsW)3i3k6-_|#o2j<3~+;V*L!
z`ACSME{6^P?n=5usw?WtJ^kcQnW*~PU=iqLxyw~qjZ5Z+G0BjO*Px}|xuw-PLBb`E
z17QZ^92Jdtny{p{wd=|6vUNAb{pzBv!11P8zoJu1q^G^dx*&rbdu@QgzJGR+KQk9*
z2fuO-H)|EMP}6hfIx(@9pkLZl>1ydftR!~qN7_FOJZ56B>{sR2CI*U!Dl(ns3WF0@
zSKot)^O~AX-J8rjJht3D-cI0+FGl=ba{Vx9{&{dcXe;KnXLT;9JxT1s{6g#Bg{FF@
zW_EGKlU&hSJKXL^^nT|n#4S#wJ)Yc?j+UNhE;mI(-3sH|eD6}5ZTAn{WcL=_cEf&d
zl<8`aLME{ya7F;%c;}oLIdkA>g__Xu#+F1;$$v9)3oA^Ys>#_#EF_k~O9zHmi8faL
z_2_fKr%6d;MMbM;XYJ$Tk6Bqu_xDFBbUWWqmOp$lHGN}kZ6+n9Y-Ge&)<LwnDWjo*
ztbL_v07E2C++#w(IgQkC?4#&B&NK+EvZ{fzwTs*qCixNn`hEw?GYo(HKc3Hz8`;EP
zqI-w@wxV~R7sG1&OlJCxYIo&{3<tPgmN@DQ-(PZ@V|ANy@~%#nv0>qnS<bm7-it`5
zjNHcZ?=ktAEnzKX)sYF=c{mYp?P6aa#xsy0HV_zM`+;hQlyoR^dND%OFKpyvsL5g{
zuU#sWak4}RWLYoYS~G4iGt1pRBeapHUW^q$zwt#Kf7#^T*cjg27~0s#i04m;5ysGA
zdZx(S8yWrsF{${6HdbtH?PFHfUWc>=#{J8&fDi9wg$5+LgM`O$RIqRn%rlvPAmm`F
z0qw$b1#V`)<S@fjuO|D=9txoz{Xf_letyu6vd+YTaz@4s4i4Eq5EHP8Rn?FRXd`CD
z^7d^;JHezU!ATFHfhH7SlW1<U^MVPbiiXtXWk1NvDkKtl#ai7F(C(+u))G6jkWl{1
zdLUklMN_h!K~I08kQpM26G#FvheY6nge0RWL?;*YWMKTo!Ts9HXx_y$UiP}1TtWB8
z@2><x7|vh;Tp3k6OcDVvBLN8}RS6P1OaW~c!|04J$+0tJ4xeTYbH5nlFVI)zJwIE4
zTFX3UWLXc6I**RKObIxS2>@3$zAwM+iZjtP!5I(K0f{Iw!}KZWKx$0=-4Ze{B{L@+
z5m1xX@FOxL2Zx9yJp+R;{Xjz>Scf)g&5U+iDKop(S@}v~DX(5{=JXZDG3P6Xrbs+>
ze+-|=tzOd_Q8>|$CU4?$@;6XYdarYs5LA{D`70?iwJfl?P|>&cb3pbp-&XEc-`LU7
zq{N+sjewEx$(Dui)sBO)wUpD?l>XR~-PoboweXwRi@@>l?yB(IvmrAI9oESKdy}d2
zq5~>MXwh4JbrV>5mj-nkD`nUOWvJSAm>Oj$qaWHyG;s5#i=~s0!%LB$(T7HMvwcQp
zii<%a{)<GINC7Pey)g4hj8E5v7i4#gGzi@*p9VJn{O^1q@0OcVkIq#PwF}|6)x|`~
zrCNz&9JdqcP)#Bm&6r%cJh`&34}2cmf^SqVvlNn*{RDU;It)vKpi$X^K-w%$8BT4j
zC4&z=Zw}ca;40Rj9eUZ2Jwz-_Wed~?-7#E0YUuy2LgExh=I~~tTY>@?W3`ygE4{s}
za}?o%@swT#z5`$hRK-@ILxS|BRdl5lvd`(bRRhqGOp7C|iz6>P$Ao%knU{x~X5x@g
zu7?y0j11ofEi%XQ7c;ppo+v2Uj^##f=vy&f+4aOK(c{VbrR@8s(n=o*2R6J2Zmi@4
zzr#X^g}bUiY^AWW$g@S5GWeES(}7?U;!M=n0^W(OPK*@*5GyU-PQ8Ixh$qO>Nd+!R
zAHUrb9JNIhk<T!^+yHD&tn8+t&n83#`Yd^G`Hamtv5d>Wv7mRCa8amfC|t5@m|TrB
zBpJcN3}YC9cp7e<k#5_QnW4kJ^eCEkNj;tjNgTbUabOj8W)#g65hx<tq!IuUS5mp?
zClj-876mR}sMKpFOvIA6_Io_c?c(Q0IUqr44=CrIHdIC}DnM=JeYZpd@l0oXCx}=T
z+|}+6YJ*v_Kx7}=u3!guo#<Sk>%(jeq!H8}AgI8ZAd_gfAaEC7C$S-I0VM$v>P_N3
zlj-XlnI^~B*Y*&3dTSs^^B8r|x$B=1WUwoxeYAOG<aH$aNY2wnBaz=@Q6Fq>M?uRp
zlgy0tx(Sw81--ziTz7qBMpb;Xz1b!K<3(ravw6|Yw6$H4%nOGqG6pQ~K0Js%B06yo
zw3+TZc|U&c74N1oTc$-Ao)TM9_w`EBzQjoR`JUml{)8Bfp<xyWgWuQFa1dTG;`Vx>
z*(i0JQ9L;EL}hjh+Axbt^K0ecw}Z(iywj+2V#`>>dE6Pg{5d+Rtp)e`O^6fg?&m%Y
z?kdbNqd%qGSjJQ+-!K%21%eueRk-;_)ql1%4~R;FzLf8@(PIK*iJ;(nFJ`*Bmpfq<
zz$XttySJ6E+=*tUBJ{h{;$b4j!@~dvxQniUite-48k{$A>9uE7y;VJRg;9z2BLK>L
z9gmuQV?ya!j)BTRLs8PxoOqwk4E3=p&ECw#h3x4OROK6_x%ryxyCX~0ZfU1sT^Ta&
zNIs}@`SpeL2{O;dw%7-JPQOGX!A8x{eKy?IC$~IGvjRjdH|uykm(vTZU3K*ZwblOp
z{4|~#GoO&S1W8q)Ak|o-iap*<-&~8|T1on{-c{2;`_+;n%Z8@F#5Fy0J2Pv&s9=-3
ze3t`shM3f^7$S~_MUUS5(}ejzv<%OQ)c`zHnX`uWF6loXyQ@9L6XJZ{(9~Ca?;s)P
z%w~KcDb0-btA2gmVaz{yLv>p?+&8m!{wWww^H$yj7w@!Y5O@pS+v=qe-vc9?f;oK3
zd&VqI=B(GRKdA>qMuvbXjOa-;YhDMu<=~Z$EA`LNgJ1=$tZOlmW6=n3P+>Vj4meKM
zX!kFzn2p)NQq=%v3odRO98IiME(Mb(2w>eYVy&eCASH!;dX3C3H_vhP5O$}r2QN@<
z&s<hJRdliRBJ7CHf}f3>mCLI(I$aHvR{H`#)(U(?Mt^YXeJ4c|hW`~zUhg-T*LSTg
zyj3W9*(s;=BVeD?f^Rlu3^-u`L@&%R&kQ6;=_YW;`6jTU;l%<G-6H}YVc1Um<6i1p
zFbdrrYuqT4y{AgVmX1ig0;D94(+wNFJNP($SAF}O;|8$yv=Pe*0f-SJEp1sK#SY+|
zAYf_9iWSg0Z5u^_3Nx4&jxho6dmnA3=J$t|i39#-MIBfD7Z$=7L^|@`!Ynk8zlG_u
z`-iE6gcQ-0;7|4mYC`uJ<`HN3qH7^N2l5`d>D$mJVp!h5=cEL1qX=3=2Ctt_TW#4M
zK*5|Iz08nif?Qa+FhdARJqUPwDFK6pN~St-GYJ?25Gc2&5&gV3ayi5Xz5<W<;u<E+
z5=fBSw+mOUf|<4MA`8*4hFg)}%Q=<YjLOnIxZVvt_$vS>PU#K{>CXL5mSmPJac1M@
zj$eO_h90A55Wb00={r)_1ycDTQuEQ?gBkiVt=2r{pn<Z|=U51HNL|^sV0p8#uFF`(
z<8SXn>czbeA5Y5Ssxm)Ybicv9SMih$<ZhRS&|`h=;(+zQtt7sd!QO3xv-iOMYtYFZ
z&cDFFJvV6!T9G47LNYlcBw>8FeBYVIGTmylu8(ZLLZ11Y6GO3?9+Q2L9w#^-&rV`C
z^+!9d%<Q+>ua4KD1w>&!c_Ldf%zi*?@Rf@G^D_`vetAS7+*THXg~*Tvk~*1c!_|Z^
zb$Znz))RlVZdITcWh<$ks$QO{<`ugJl~m=)S96vwJ;-st`5N)g7Xr*k=s$3ZW@)?1
z^Ik{mUKurVGc*o;#+&8v70*p^`^dQ-uC^z-xp6*#`+KjS*`0bkPt?LCjPO`v7F37B
zO2E3Iys4S_U{(4s)|^>sW485pZ+T<0{|$9M+~f0S{=WP=8Fl_pjB;(gns(ts)zsd1
zZgotTo5Fkq&Yg`cKAYM*d7j<OTvVSHZswCID5vvEQm1;n5)zyYehfQBl;uAV_uw$R
zqW9z%ofH*c5JolJ&90|WML|o$Uwwogc?pkJkNvA0pR3U}5dWkhijY3<$Repx|MJB-
zbCNMZhm1srl2i>sqC*EYh>1}(_;^;4`Do{{?>Oz>oi?&fU#b9H!V1SL4~7PvIk;B~
zHa#B)%s%rIALhr^=Eo=IaIs^SV$zl(bMk6)bLv=GU&!`q2ER#oBc~zTtv>d>i*6&t
zK0NIXd&9%{q>ty{66a&2Rn2B9_~Kn+;%9Bx%#2Xq5ckYDb61bpLciqH;?tWJ7aU9C
z3b<@g{OjPKZvth|+vONB@b8b!JlygcmlPZwLn<qA^GU#DiG<qV08l8uBOq01F#o!Y
ziIGXf6>C(EfhB!I1OZduYxuY3@lP>+1wTruypJ+a|Ea7V6)KrtAldpP1k4hXoEQ6?
zW4$h33!y$h{~9+akBM?h^~Kfcl@jMj88yQaM>D|LC<GIhM}`-fJg1F|oqPUV%)#D0
z3=cFoz@ViO@o%c5UGjC~lo@}QoJmum8(wTgP~K_KR=#5CIuHGaQk5eZBe|^C#KhiQ
zOxE}t>e<rh#XvdoTcp{7Ls-32NJS0N^U4!Jp)0xY_g+A4{nwI+5MrjC3LKCI6rItC
z;Uv1$$m)0N3<-N5%ixTTgoeRwBj|Zs?QEvzsVA5yL-04O3len#La(7A%+lk4MTfU|
z;Gw99(zk!j`MCG^xET8Q4u%JImEM2F=~~-NHt`a9w>+x#CjG*o;9DcQw~9tDW}~s*
z2ha}oN%$Qj-o;BW)(VI;5$a0~Ig|Q8dpb3Fl}Q5prV&K=gE5R4EKI4bt*Na6S*V?O
z$Jq<pkiK~rxU8%Uv7Z_N6o$qg*v^!j!N{EbEyF7$q8zhF<`bh~a7cI|QB+aR4JZ-%
z``FA4`K7@<=Vc>X?CHB;^KbLuVsRs&uF2!CIOHEbj6tZllHnWP@g^?JM`glRYx*pw
z4+Nz|q22iBf$EBjnz@RbIRuY51&-`kO)Zj;GSi9*%O94JEtRh`L?2()gmn<u@g0}6
zWvrc46eT7$b#+m8^nAHosgC(Mt)((*p#2i9*ISeWd|^CkB;<@!JqLZIdvK(WgE2PU
zD#qWSbV~fp>!AUe^)q}Vo5Y^M!Y^;DGN~yuv}h@IylicJWW4I=Y~YQsFeYI{XK86R
zG4$2pZqm*n1N-i;o#RxxgJcHk6ngq!P@gIx;YVX@cPAt3&u(`6-Dl15RL9f$-gPZ!
zH^l(*XG+rN5Be7Rt4^2nKX<2L%0A3D;oLAERPWy<R7eEyoRK&%6MuKMdk0-^y<-pw
z=wH3uFBcJMk$tgZ#rVuXwOwwbI6}+d&qtKK*WqC8Kfa0uw3&+2VYXDQWy_XZQ~!}$
z5n8Yg%GqIkewudq&+NU?{$-TS^8M-Jl=AV?<L=^o>u-;1tuOnB2FsR!sC*x0W%+nv
zfyvkv^=%(kQsxy^QsP}-b+$MdZ<F4NG`+c*{+s4i+kgdG8=P%aW@oEU3%3f7Y@wmn
zfzo{3g);V1cMzhnM===TZlP1*p8H-KL-dI*Vlz^|Z2X(36cPMzOt~d#kc3*BW$p{M
zflK~&eUwPu9$e;w-5t%2i-h4D{Qc`ADstU@aIh^Xn69YkBPM#eJArFRY!fWEOb~m{
zQ0@`@!rdI1dFOWS-yKvZYDg>`@j+fVK~d1D)PZoP)wN=B{3fgM{OLGy1t0?q^fVfe
zy8-^bU1DakB<ar<a7kp~kK5I2EBUvE+MLMXio_y$Q^ohv^hl7Ynx3w`p7BQ+3pocl
zB@b&UcJF^bw63NniKc}!uFOkvoqpF^WtDnWWq-z7%uY?6(9;tnzvrJFy=Z94Yb9M#
z)UeTct^8I;OSQjKItM8wrRw2r^vPP^!Q!I^clGEr-)UKCYgyW#k`yMoJFW75pat!y
zbKCK>@SMszRov(NKs452JC|3ti;i#zG8P@pude<Z)0&VwA=$%TUS8GHQ_uNI2994_
zs|+-^=I3>oiQt^0b~UxDF1xaN^d&@$P<MR%W(No87t^}je39IoNp`lWp5A|~Y?FC8
zLOI!&EY&>X%`C9i;)a6y-<BCo?m1=FC6#trxh6DuEGORb-}c`t2<AZIA_$QY68d`Q
z4K)O<4-6)oj(H|E-R%F~^r!<yuN$OEV-vgh+VyumtUgfje0zeXl=f03ZsRwqqm?I{
z8+7|?G{;A2JG;LQHscQt;}3RYc8(~w?fH88nHH|BD{A9g1Ao;6Ql*&8VnkYXSzR{Z
z`wEIk8n7~X8tUVFFSR7AG$JpTa6+6@BmEAQ_oJQXYv-qzs&KY<hSnHPFW__9(gX6k
z17HQ*uT|vvEz|4IUMW$vF?>hus@w;l&H(?~1_k$~lvJO;Ut20|Tp!KgAkA1zoWPGB
znT5%?90-`iF(^y*2VfE~ulADu{w<Uc!F)0@PL74nREMu!SSV!4*)`&z_$6!j-?t4%
zvPFu)LHt8Z=3W<iy-GYkzjxBo10BpoqvRnWg}7mbxJ&>Hg|R3UNc_^YK9PZk14dcT
zj2qCJALD;LZ`oQjL2#Hw=LtMm@}FF~23hXkQrxe2Su8RtdhigeDxfz3C?r`OXU{+^
zG~UrcBA8rC)B*SixD_R^#nXiV*WLIYz8i?nS0OvN-*@ov_QBw<=O0MO$0#T}yT~Z9
z(K)exMPsnVr9?C38{4`EZ$UTWZJw>JXMQa&+{Z#nEzc+}_i6m?)0jR<i_EO9Lq~!<
zg6c}Ent+=uciy3#jd1I}Cm{;Ep$ns=v7-?3-pY<&0^Q#{tA3U*Ho5AYEnrs)Zp$jA
zQHpu1t<2y)X7}DiGOUZ+U);v9fS1QurlX*n;&!?#7wmp!%6JB^cse|!q>)J%ic)Ua
zb{d3V6<JLD#l^OG*<N_Nq%fx}ko`F_0|f$I)PGOA>dkU4H%tjBHzhdvXv#T~%D9pW
zfdbXwFP>ptj$vKyzaNYGyftIaOP&XF_q$)&n~a=u84@@06`$*CZes+v>i;4XGA60O
zipFJxbbm!-qEyK6m-o;N)hAGkkgENhg9y>aqE}4}-@SKmJFONS`gM@_wGX{2OTbq$
zg>)f#Wtw7tkz{p=d`)-XOl#LfZ_iX`$1-W#JodBA50h_+MxPU{OVf=Dlg;yng{DGY
ze39KL4%p=i&N|1y!J+XU{eW|icE&UiO@b{4oD31~Leh*g>Qd61$OGZ>u3Rzi@QGiC
z(8~h)+Gp_BqpuS}2@+=H*P7^!v~*;#?BX!7nf93YjsQcbWKlg_3RygeW6>YH!}aD#
zQE#Go@25TXWptDwFhv0-XMXUP+6W){dO?Ni*Wy8{LH=(O;@r~q4~_pen@AGHU#Aw~
zqTno$i_i~>D<fFGF*B)i@ccPOb`=Pm5g^a_!ZS#+c{-|7CykI9MA>n;Q~?IcDa$Nd
zUO7MC8Kgin8A+w2urgOM$g#qlGx|Xt(g%2>Au9aDth+{x(6lcBQ6{pGZOi~-EDy#Z
z%vZ#$ZtvCgDx`;q1q5~PJLv#$AQykbO7L!0!)`~zF2<Il<e2QxM(^+z(<wh}Xp?m)
z>jnU*44pb|Y123e#fzqp&Zm<<a0u)%4e({jSaf2B-Y<MOUL<U_+Q=+6Eo98*W#e*-
zzaHp6&yP$McMrLOozNlcJ3%PWDTSfs51PxKA!D^}Z(9^F<{&}<B$zHKN>oMqdDI&8
z>Ttf*W*OZXe18(`6%6_BX|rW-hDZ#I(j)E_MDw8^*YBA+3EO@;ZQ910VB+$JUpzHn
zzrC3Mz#&g;HW|Dh8l6T8cqNDwf<_8yy(>})&Z<a4B)IWV<d2AmNXw|?512a(p5S1t
zHoUv12iiA%4ohKyjO8&+&?&nWN$Z8)FL!pc%CUDk4^x+iRPuzUWa_?Oh-)$2sfkv(
zep7Xsw7b=b>p#DHd2mV!rs({)+xD<0SvBIm>hb>(Mw#$U<5MJv#=9+cU$}|`d{t^r
z=?9!#&WS<V-TxUXB2h-uBNyGv2%n5dQaAU5be56k)^oCMH~gzta~>!H`=ihYC977i
z$?ZL}8xSwnnha)VtMeeL^ByyW_;v7)0>eNK#>cV(a%dJtEyi~XTw*E4hAhninP89g
zzon?5k%mvVkGs9M%|C;UJQz8}{5U91RYb$d8dEqZ7^H3C>Y+r1lu*rQqC*@KCHl_V
z*(q<b4?;|51xnA9YX%~}kwdkfz08aCc+a`tAbpD)Sn~nz>oz*9zy#NPYjKn>Mx=bI
z&Pu@LxRTiQfLfFyg`YlM_@`EtwodcpOwH&V-q?QFQCe+Fi`D}sEf8S!m+9Njj1ggt
zG9V_fxgaWazHW6znirOS%dE62DzdA|aj(b#7T4|#{da0bftS=zK5bDY9B-x{uBC3R
zB$%)F)%>P4u@_fg=7!IYYRUZlq%p7fc0bK8h^11(9I_%6v{6Rj9~mLkDfjM>Xt!0R
zE?QlPEEpv<1(*M*41br5%A+iAn4>Vt4ZE+}cFS#prL?fx?O`B6BpZ{WtAg8sf77T$
zl_B8OFe+JIJzy#R3v<K{+NgcT{e%9asHZ>|l~^D2WHCLx4=R6%E%0A6grmlz1n|Ex
zH-&I8cYKd50MlEMkdP9A5mN+N{t$ICh{|gu_Gp+?$D28Uf)mbDMA!-@iIhLY{s$Pt
zK%J8cE0=fU!g%yR;*`2-1@r<12ih&iz0;qtCWOEk?XRW!^nYWZFcr`N=Ccd0ZrmUE
z*Z<yHQBpTS%tL2yX!8>oA4nfVc{A@ZC_{*Eg7r>-0Y;(1G{+-Cd6g@DT-dvfc%XR&
z6nO*8XCWwm#!VlH@f~#L9utIsli)16wSR2^q8S2!cB!lY%TDPCPxgmpIwrn7q_sbj
zJ|xfH?825O*UR??(FbKMETj|3A+YiDfs3;%eKSlz92~V7z70MhUWmq2xT_$99W*3Z
z{Wog)Vm6Yt;cXifAk8>R7K+Q_3%#hs(8icAyhFE^Ita^&jcp@NP{Y$44^1R`I|#KT
zSGS`0cfj$8{y-)EK>YGSX$*fdcCR~w98w{nf{ra!4oqK|eMW<B(0RrglHiOPzJOwz
z+tUw1ZixrX1$^QBH81Zm@%S15=9dSTbJ1Q&LE(I52cX#@vf!IMDpHZc4@xR3O$sfg
zA&20dz-FS)@aIsBKA(v0F~z!=!bTlcrk%!KoIS52Xt1K)U5Q;einD`N@bl+z3zdj5
zXGw|`akAC11kF;AU2}+8Gx~`>8KOIjqCfjiZ68KsPXMjJJrp567;9ZFTwN^NSYlpZ
zu<tB;JJYn=<hHI6m!|+{ys#KC?`+n;{qBA$P@9!q6xc^X!By0t{XPfsB<k}I=!f!`
zdHQZYr0fHT7Dc33Pc(uxW>m|>-UnMEPS7)l|1)+45urp?i#KKkizr?l+}8!?ZMzF{
z5u>)$=}py*77~KPiBM%m>TyyV>HRV3uNj>ezua-gh$1=gGkR?M`FS5KVYeL6S7Kf^
zbeUbfJb0~lwav8zux-DYIG+`x$us`FnH!|Tx;Nul`{SD>ohhT`vagKklq1b2r|}Zd
z>*?i`gT`kEE~xdW=Ih#K$&J>N{#m<GXV|vH5nj5pr{ve=4%qh3p0w7moeumgHq0ai
z^d@a!I7p#MkMmAoC%<c4YGs-+3h$YD31cQX<W2lD-204=xZ9na9WeFufE%gW`v&`6
z)$X<I&_H#(QH#^>7N@xXvdD@8(+kMyJ`71Pr@N{1t|xllvg1+bYgF+Tm>G->wdAD^
zmnZWWM>}-B)M{^1nJ*k)Xl@tC=?tEwjgv_D(5Ssww={mfH8yINO}0G5dw;RExvXD`
z>Ydv1Y4LbSKNdl)KlCgwl|S4Z4#HY=9<3cti?tlm%amI6(iU`6+=XF(Bn6va2-k}V
z*1r&J7L&NNw^+OBip$OK#Q!XFu6(;KcW2sryOn;$7fJjoo$g~Qjk~bKy}QN6A#!wT
zr!6^iX*ezT8-3}Z;w69u4h?&Ab`GklYMPi3Q;SWGBc+Xvqfv|9uYR74cRv4Yu!(jb
zN9<z{v~Kv7<)<BUovu;~F1C00!RJ*_lN`q!);iW6;ivqxWa~5nxe}a}oT7!IqPXM!
zc>!HL4M=xWT`Soyg+7L9QOZrn5AR_pI#k<2TZU&BjPba|fXH;DsVV<uR!|!+P6tSE
z5c2tbo5<OO$i;-<i7@|(@be}c(>0%7uC7Pxny?SQ>)#ZmD?4Wx@WMkzGyFy~q*+<{
zVH}Lhe?{i!1s8`Y@W6S8iv{9SnUp}_DFfS|gYg0o@i;Bkj*(?5B0<K8QG2y%SwhNi
zWtVtBLrLQ^--f|t5>5hQvXhV`q1TtyzDt7OmRAsQfYI$(VrWlPmlI;^HB``@b~8&|
zmfM87hPd|X2q$_Z$5!=|!aNf4m0QXU><m@hTxAL4W`CrNBaDvj{n}$=WAKFNC&Q<w
zjNn#PkzcavtbgY@mozz(rv-=ZWrilT@7-oLvAr*3zyu>Eg(Eco5mNkw4UE_*yekef
zPQVJ-aJ^*}Z(JkkEVc9-;(mC~bN{}w=0Zf^nnevv29;p3q4!cYhfa=B0X3W_N&^;=
zMSC1z2gENaT0F3fLHK2I5-2GVA<__)M4%_3Y(?*4WhJ7>PdZoTeyh)x=l#MZ`_-!n
zY3b0h#pw9OU&+&$C>c#9Ej2FRUrl%DH_nlEY+Hze@lj#4Hng`G>bL+J?@?-A26%A^
z=n57`N1IwQ(Us6i?h42dN0R0v;F`DLVT6cDHr;yP%Ap6bVIlYh@J+g3VHt*V8j~2C
zk^r|GVqmjrav@{ayRBP<ANW~BNKpV7!x)e4oxqwr2@W@4viF6-IBNR%_?Nf6>++SG
zip{F3zy1Crhzu?euOq3qlIAIu87j4Xf_W+({{G=I;%Hse-^b9rp|J2nCKAMRM$msA
za4)4tHcfitAKFxmhXh?TRNjDQhSY`o3>uN08njj{Y}bn1nA|0uCrmDmO7_=%7nj4t
zcw7+~lC*E%9u^ix=Q^q~cCq+E0t5Y@=61%%E1xiZwM??M{`Kt`j*ZEU_1EK0|LO|e
z+c(LOf;VI}=5n={)nA6s<1XFF`ER|``xh@HzM6MbT$+Cve8TJOJnZcB*U?GQ$wkQ-
zma=n1cf6b8iba`aR@Lg_Ug6{HYQEavH;#<k{;*!`Fi}ovYQV>9De=j({x|aRMo?3q
zTW0WNwz!rLo%OfZ!^2%Ytg7m=vsq-hbrX-bW&U<mLi*}vmA?P_)2HPYw};`at!bgv
z6ASv3POWl%uUe@J5alXb+UmdC>HTj8rKR4DRcGCMcyRE+l`w^Fpl9>xUUP)jvW>MT
z%KbceIvEDM#`;t;%=*vG?%`DWlJ&z4J;vGUp}|`)>ZHEDZ@$&q>fv&jRt4g-v~WMs
z)1zFj|6u3!&|6yz)zoS=(7Acs96Z+ljl8;X*ht>ow4p@6hrGo^Z>)`t_je~ml+!FF
zz3(ktpKL|MXG(F&OvXTQ=qm+oUC;aDL_U9>IX^@q=L`F<9jeoLcs(m?<dL8+Ur)bb
zU5mnq=T@tCcdr|^PftrLE2pzJ(nNyZ=o1o_6BCqP5|&BQXdmtx>>e5H?tOBbxvR?F
ze*J0Mo(uuq+W%<!Ey)(+OYDHU;`w_oS_CwyIj#P(q~@}u&bb@|QIL%c&Kk&{4V2;3
zSsdD!0-Jitt82hr8x73A!?-!3VX_)>7-a9vL;T~|OP>mqiZa#WzU{Z{?>p?{IpE^j
ze^$;=R76|&%~NezXlhgl2Mgn?xjRNr9yPb@o$Q@|AxN*f^pG5-BCf6aPwV5-2km>n
zwIm^4FDlr~DN)VD^N06oDVsncvzQo+<K<%a(~hA9nFu4N^&m>Qp4A!lM%Vp&Y<^;q
zk+is14w`2})cw_FHYwu4hcEwS^!@$Y!1Of(*fM;&ON%#YlQ7%zS{~{PF^(pf)hT`b
zT90DWtG2c?A|iWuc%6r5C2+;|Nnyzj9~YL*R8ktzRSBD9SuFJ@N_q`aY8`S0{ScG)
z?>XaiVxm>zQgqW}mVP8p=xdK^XwGTr39D;~%uOO|8r`aLO^RxrifXZGDEl;Q|Mt0h
zVM4OULW@?{svhq<7%G^*b4CaZ4Md-0-J#DiEOB1zt{>26wY{2|2>>2*Gt%fJ*2>7>
zCsbN_!Eb*5)XJ(CiQU+YU)ddTbck?r4y~vsYz%Wd*SzK#_8L<B^FCrRf`HM_c5<q2
zVzR=hU{O=GPF>CT(m;OD@|-w>(K@pULkvSL>}$}1H2+(vo(r5)nb=u8?Quay`SU=b
zSwb)6DxmkBVg5SHkg42|m(PZc&n%Rq?-yfeRS#ZOkNtDG=W0P}Xgt<?Z{;n*zPCqb
z@B-!Wq1txbr}iJeM=6sSrRy3OGMQufA*JhYK%5r^Y8pk{r8{M0iqo#S<$6E2{_y(i
zw(<`4viJUF=i|uWU@hS0E@5WQ;^OLo$aMXC-A&EBMqp$oEF~bT0e>HXCj-~jQ_-bY
z@D_0LRwYGOB}5nacvcuF_=<ULE=#@3S7?;vA7y6%i;<?GHuilRU)u^5>*^YGR1jkx
z=M*O2j)IdzPGE^^<=CX0j-PCG7|p4=c-E6&u556TUKqf!(6{}c9H?crF*src)?j1R
zBC%_cSVA%T>ToG==nnY%ZfMBoTii^>K1*`@7eOg;==W&T0pvgE-)Tm}3M>{hrt79L
zP=+g6W(3G~?EfqbJQ5&6dU0VzM}7DmJcd~9B`B9CfQ2P%;8~8N2K*5Zwr6a@s~6V<
z?*okqZU-o(lDx7DMImupvU}a!BK6iq-6OX9YCB(P5!2_{?{NKH{r1MqRZ1%56|e19
zz{+N|vFA^lP`#h=q^g=N{iCX*wWIuY{54lqRm62JpWTr;cOa^c7ILcTl!PmO_U3Ya
zpN1MRxJ%aL^ov{jm$yfbc2k~jr;K$*jNOjZUN2P-yyE^@p(L#xvKhLt9q-m>Z*pY+
zdPGfU$`}_3ip^DvHB(Pe5Cl3S5R8{t*f4HNHa>FJ;W+At)9S|ejF4*4$_dfR0);1v
z__Xhc_QG0;v9cr<N;&%quUf2fuT!796dO~8Nt>N}zNvmC9(T|zN9_WvP<f&0NWrmC
z0rjYHt*}uI+zC~@2~`|?lCpf#!g3lDI1==dIg8*Qm?bkfl0Xzj$Z62S1EqM&XELds
zF(f^yr$6&LX?b_b$xIWOVl%etlCajw{?xZY9=Ayzzv&%*;{dq1KcrzWv}rKZt?#=V
zmptTA>LxF0KoP1@c(>Cr8ZAR2mzehPM+{D!8a!tvF=tVDu%f!Jras3w-pK5iwHZP`
zT>Vp=`lodQ&<8cds(bV3MBZd?q$XVbM%>>oV@>_=SiL*+b36>U&ex}a(AE^Rue1W)
zlLvAvN5TOOLV-;$0vm;co9ks=YvkPPUc1%4@gRdR_v8!C<v*Lt7w^eup8}0UNNznm
zzH9}M8|?wUnO$%dhzwu_8kMRDhhVufzRi9oFy8TIqBDK8KLqWDKY`>%NYLUHz66zk
zEHau_Jbn=Crb7IS_-Kf^wA4no8pV^LSq!$pE0w+!-Y-fN&)M-4<8D|#$TRc{-9DFJ
zGj(9}F;vPCOwSYORr{6AS;^90Df3pq3wLbMjwI)v`FVv{m&kJO)Am!Pia<nILRH}b
zj|K_T>7W*0`b(Fyo!M*<Y<1S<V)Q@7>eC<-PAov2wBp2Gg7MU6Mby#N<`G@viFiK<
z19kxG8Zn9{cDy>?7Og<>_hk2bc|)xG5KkDcHmEtU*38Nm_t_>f>BVIG(KEov((F}K
z-{X%MUxIG?9xK@MvWQ~IC!r>b(Ji2ax4z$+#5_)1>ao|-yI=<lLS|8!)uH^Ok?l#(
z|567n3IBMnL*It$38;@?M%*s?-HquIA6XlsD1?<1ogY(|4C-i&Kny1Wj|lgz6s<QB
zaf?{s#p*Un_lllVA1P$Tc7EWc5%MJpK0)Kbi(6eekAi=Ia6cj(o*73l&Ke=$>DW%h
z^Wq<VW6hp3dMLl(Zr_4xUsvA+rGReZpKV-|?&p7hsBROR{DJLvR{_Mk9U^aD5Vb#Y
z+x>YnIp4blB|3ORHVPfZs%ggd$4AUGgZ(?o`pQT3ZrHC)?(uJeA99}W9utZ7m8}2H
z*Z0q&_l7<qUP~VI!ysvy;eZ{~Sov{v+hyy7SezrI6*R*kR-)Ur1;umwf#+s^CY8AY
zq3^~B_2Ibp_2Kw@N}QD2EA%c>058gF5IU~Jm6xjeuC*koJO3AZo))W_X0G+bmxH;l
z`>+F`+LO{i{_{_Y#{KV-t=FF?!mjFaM*zf3lh&=fK)T6i+vtJOt<jUMQ7|NAxIJe0
zG4nDF@srpiz1DeH#Ob}3NJRW3!RF6PQz}ev*XSSrNR!o|BPHMvjx(Ymr^~l4w(MJ=
z;%3#ndKtnYjM@nBeMa74X31_=#wu%X#ZRM|s$ap);{;0PkL@4d{R>@#zVF_Mc-;n*
z->td<0mzP&^>{Id%br37Qg*(OR5VU6r6>2DyTIuy;BP9Gq>uhihnrCcOc#<#0ny@9
z(BE8xp2P!aTa`@tc!SYlDw<KrihhtM=L8Aa1O?SZHVa!GJ6q_^2L%ax)%QQ~j97O*
zjje%eOnv<_I($F)MacMutOPNu!~ydf2n%ra(7*|PafN1tP5<lLZ^wcof`h27H)@X|
zeII7?7<u(#o=TyxH4p%1L!XNr+`bAO(F?qiN@9lQjOaEwZH+4`6`X~A+U8|a$M4a<
z$JFp{7l1*K=#2!Ah#v+V`s-RvJ+ZI@6K`Llm{?fF0H5|F$d_<qUVwfMqn%R9*Kah-
z;=jUGKh!(YXOtv9ry8^hCn0IBTW3Z<IS!0~&^{79X#faWP5#EjLqxymuD7JIpQ-I~
z7Q1kc#P-_^$xsh%2tB|IWLf2KW`>CLi&&o~Zzza35tH9D`a5t_26#r-OXpBn4|3=X
za?SS@X56m<eXJ)}@Ah_DXNF<6qu4L%+fHE>6#!_x;17VOCBKJn^b6g$b;Az)IDq2^
z6>8=E9rQ_3<brDU4d}%UFz$v8!fY!c76CpLp8@>kkHblF%lJ(z^39{ZL7liq{0^A*
z;4{pdhT;GQLMt;KOc%`ayMz};&Li)&%7qM2_iZcV6(@TI1vsYf1><fQd0UcyjrP8$
z3;zxc4S`}{*rkhZP>64kN^C$x9ocJ^g?3`n41Nav#WaZmJ-?oNYV|3w<Wt$F8hv4_
zCUb2UrTV=enzOhUgaV<Fg?6XJT(9Zyv4B3{9!2lJXSf(rs{bWVj4&xtDsI}?Mjs$0
z@fI&Iq&kV8tafX!!mQ{Vl#%GPvnQCE-t*ZgXdkQs8KC#7Gcv51i{E)2PuwkB&wmc}
z?$Ib&W(5s*5|2~)M!umkAgc7(iyg)MxC%9T@)$Gk*Ni;bY8DMx4v;xO=Q%(M9o-`j
zT`v}+ntSyg_JQcoJ=!B;z-AQ+m!#8p9sK%IfFftF!Qvmg#m?`7pqteixna&r3rBqj
zQYv$&!t#;n*Ke8Ujlo|W+&0c4IXAqset5hS-41^@^|gC4?(A*;2H9T@wlpoJrlPc-
z@>I^EbixCvDQ1Izd9uBQ9pm|@`p8b-946C8S?5bNlRLS)6*GUb<*4CDq3Vn2+@Gk*
zx>Ez2rN{F6<HzZ{Yt+6(g3aUk;Z|#_&fQ>77_3a<&KmnX#0>T+&AXMqv6lbA+3xXS
zZO!alA)SXg?3jv*f6?`uwS|MJr<c2>le?qI?djm`So}@pW#H*>_xIA=!t1|zFs~Qq
z-3wj$>rwSVpcl8$QYQ(|rEwu(&#b8~lo&UG=_F(EPT}J_1=Ek;ypKAovX<rsG82N>
zi9fNs&*i&Ac^zH2UzzKee@!edPT}HnPf1_=nYIwqW*Hh*7WTa$GNQy(Zn~>`sz*>@
zzFd+a`|l8qsilUaqZ{i=urHm+HC8yD>Swr}bs{D{dV@<6mDuPXHNC~yl$3SL!_OsF
z%-rC6h#^{>FE38}pW0dp;Ne&!apCy;J%PXr@-GhT9sOy$Tfi1PW@|rgb32)A<tONj
z35=S*_4nyJJsml*Rc_p-v$28VV+Z7#L>CsOR|)`!eW3M%@Ufkk>gj6<V}pQ69gSW-
z7oubIQtL_=KziU9=7)<OOh~WYPQR`x$NgqNG1<bE;S`vTwf|eX3By>9Io6aExYsOS
zD=FH|%yltXemT>{+|fb9$9lxe0p3>Ey0)}|-czeEQ0t{f&m^Rc0g7a8-RElh0-Ac5
zE9k!p%G^GFcfTFzHQDTZYU1CW>lOG^A~07kH$IB%8_0qtXg^tw_G6lFAR3A4$Ju0q
z3r2}%PTs=j+(m7C921@F{ryiVDMRL8FloB@aUWypXoG%z!cP2%?8F9C+qG0lb7dA4
zmI8F~>W35>2e=sRwm2zhDhPGMM5Iv{G?@MjB!OvT1<C)&OW<TiAq=9>@NgRTm@zhG
z*jVYiI311*DUnzDinybnNN<Pb<kWYwzrYSoXlTe?s6%fi4Szwnz#a%+ITjHiL<02j
z9akyzOhPQ_C_<PD7_i=3=B$8hoD{plq!~SH94pwrkUZkZ8FKlBzxP9zenOL-z}(gb
zK79kjHpUR?I|L^;SDJVE!n!8d=lLqo(t<;F-f1%e+uQpfi;w6SBqVwybee0>AICD$
z$pj+GiDIO5DXIk|CZB1ItjL1cNW$jZ$pHld7Q<#sSxXcpf^Oj@I3Os2J=v%2!{wJj
zsP;W3K0u&i!vhD!;Yl&3P$MgL-FDiFjP|}6lbG9y56!U+Oz|EqNq9aw+&_eMbQBwZ
z9*Y}K`LU3YG#8Wb$S+v@Or*R%!xjxJ`}!ZpOkz+^f8N%wsjC}Ms)_{nb%t#wYI9|D
zZk@fnmwj1r_;-3L%F_L6;(KAea?k0d+omc?P5Ic^<=9wx*%&o?zS{dtMrQC&)K)Wt
zl9NQ@fjhqx24rnjR(bo2&9x&cdp7eiFeWpXo#k(DuV!A)v{~MZEmM8Ip%$H#d1I5u
z!?W?b`0e!aa_`!ky?GuaWx;Rs(38F9;Y*uJ5+<&oh~s{Zavxwu70eTRy!`vd`utJ^
zPLKAgq}->rPAOp@jh4}N2I=e&H{zn*n{at)0}MVs>Hspwr<zlmt@@wtaC8iMYnN>-
z(L9jr$s#Z-bXV6qGdR)l^2E*j-L?AC!=Z%q6zXB(8ija@TT7zSHDB6lZ3hq0f&n=j
zJFmmu+JDgKe-xVfuTaikPm2Tp$I)4aHQBIX7#J~fG)QffARr|rIZ9GOx<N!hqyz*c
z#^^5T4y98mk?s-@K{_O*q<d`N^L~H$!NHFmz@B6Gbzk>+-c0P+%Vp>K%E?@~ynE?{
z+RZMt&9*JhE^GFQ?v=fKy}r9R9OaG0^15VYLd$ky0xsKy0)&fJvSz5$dCIj20Xn+Q
zjQogA?77~>`qElx0?udn*MU(qb^)IcZ+hzoTIhR$_n!O>ANiVe9S_al%CqoOUKcVS
z_mTin$wOYohdfBQ$n)P#V`83sV&0FNWlVkNI?;8QnUIx>rhlmeO`rD$=GUXS=5OwY
zKTVW9;%k+ZC}J8Xz)U6=M1Il1Qn=n##krZx%DRBDH}lHu*r>lYd-qJ^!@rQFo_{^3
z$kT<Stbx*tA5?MGdZdp(AxfLvt4grJzrp9(UIk93d1B4ljowA&_C%gaUdw{7D9Xl$
zMvsQZT(s0GwKXf^V+8DlHHvMc+1O5TaHgc&GsMIa<s^oN8Ex4xVZ=agLL=vGxsLK3
z_SoSV&r6l?Fhrd{IQdoDua!UW0(D?Ae756i(ZSI>SjzUW;xVsNNx6;doArR%hkZX%
zcaPFp9_S`!=wxQj8|zH!TB6IE-j~&%xH~gv@mcHaj*YvhYt;-;MaGUnNPm!$jgyg#
zk${Jeue2fHA(Cg`^^61cU+KPm>-bW^%hVKP9o5q_etO!mw^w+3JGjQ3l?~SUxgb2h
zp#ItJ%V)1Ind*9@ubekNMrRckO|2ZD$j-wBsbHCpo;ju@xK?DV<b2hLZMO~0Rcy%(
zkVqrbO41tF<*%t{$#V~a`unT4wQsabXR`dOueoB&Wl}hF4he$K8Lu{X9QrLz4fc%n
z_6_yxtg0C;8peddjk$TUhDWo9h8O^Fikkdg&^sbWMW7&(_T*z)a{)VN!Y-kHopLwj
zK5m3{FJ$T+tuWtBuQQ%<pL$Z?3weq(LJuXimDuQVHaD;dmB|BJ#}rxB2TNU=q=cGN
zKdC7V>8OLfQ^p#xiRG2?>>C8jBNFm+tb$$68EU1+y^)9(f4n&mS2MpAXQ7nA?u{t*
zC9HRp%Oh7iEdgpk_YSbX<KX<CXH7}_;^AgU8N(2PJE505A*s6>sgN3}E}<6%VR)j1
zA~`j#i7+nbG#;l&D2GTrH8s~<NRWh~NLXKEC})H6@ffF9ABPu(J0Z_H_r)Z|AfY%B
z5=M<%LQUw16WB6dIuhYxLW_al3iNR_-9(tZkhp&PpQFM0B^ap4&;g>Mz{F(XVh_FO
zV~EmY&Jr$e%^?EWz#semdu{%Evo%j@PFVNaP<yj@qDVM6(t$W?k0@qem-Lee3O<{@
z=KkD{nvYt)%3#`=-t>Le0@*@cSQiF92H}^)A7A(opA`gcc$+fKXO}8y(GN$_j+>O9
z5%OAXrFV|;di<%F{>H0h>$hDbf!oA2f#bJ!x5;sIqFuu*6PUU)XOLHH1c82g7r8Ui
z-D^a~)Y^vW`W$d4aI}ip?Lv-5kOc>~d^i}o_&9hyo=@5F!BT<zF+I-dyLFx{;e~-W
z;bI@sT(+CgP5inpvX8DpPIV!@u}*!6w@>F2h)yHaV_4GZ<f{2t1Ozg;hjaNxvUrD0
zxkoK<FLg38Rl-mWBIFRel9KPguhC0(IC6>B0rh--^|(ZlWA=9QqgziWM!%N7k`b8r
zV3|fp^fDX4t!g=Be*(ysw$IiRp9+sXCy(TMV59g5c@KxZY+L9x&&FW}7*PgybNU}v
z9(gzOySH0xzRf(c&a-t&_8k<QQ5X1W4p5M)3O_V-n10G5;s#TSVaT1kf?xn(?2RyB
z4GL-80*U-IVBISI&}(J_6lT(sGqQ6MzfODk4Ofyae%prm{y4#}-H6-Q5`RRi5WT9b
zj)e-zj;;G%1!jeA_Q`B<wmG2X39sJ&Qn@Lqtw@1VlV|;1gWur;OC-MY<f^zA&YDxs
zKc2jO43|xuGhJu<AT;&%`L6>_VWuAvD8;B|W@>VpE9|F1zCejy>_%sIXNa(0PGS~s
z#g<@yu{;8YEra{NwhYkDdbHI3bO{7gGW%rj_sL%6(@wAI#5i~DKZm0{`h1o84mWwA
z(vLxg26czRY4POGAbh7tK}hKPA>6|*E!w(>+)YrJ%;XCG8#NKKhG82?fwaAz$h?&w
zfHneXh2=o>a04UlI0fD(!>FjAV{5BwF$t#<o+%y}zd87rGB-FZ)T<^G5+&4rqMJMB
zmSQy>ac6{kv*{x#bXbL>>6tSPh^IJGaq*M{EWe!(&r_+4v)BOr5DWq24^(h5i{Z^D
zz?q|f2Aa80GDIu_3rF5=6&-RgiR%3WBqeP}SdiR%g7?6H4<=|@MA~C)HpMB(r2g5v
z;;v&{&`3X~92vt=1>!kyAKAOLd|=9Y02*p}3Jj|1q3ciya9_>*xu2{y*&#gdxKno?
z2~VVOuDP2>Cb>Zg-sEI4pwai&X%Ig0&LKIsPQ34VPp>MwZsX~C?zhn+7tSQsvwrmf
z?q)x+G(gO>^<5=&Ek7Vqv%~0|T*5hkdV?hfkPZ5!3k*Z3zAOryK+Xf+<xSLDAz#_v
zae|OA@MMi*>yGlc`|FF?<AWXfzpJit-eq#v=FHN-j0(CvaKC{(0$-}$yX=5$ST5Nk
z-rKMKlR>yLty}d2LL-}1xkQV>n_kczV1l+DW<pz{vBm9eDgBNi2nY(ELMMX3I_sq%
z3bY=E$_~iYQIkvWeU{$iRH5%zc@U;DeVS0Q$)q<fS(D<f@aR5PeL%T!Y#*p9#Mq7T
z(2K=|U$HEGll#jeM3HmOC+76H*r&baO?!z=WA&k({ovQUnw<a{0fJjY0)pR3NTlfc
zrBe8BdD()?qVJfkki4zm<2T`#<$K$uc8%;eb^#BRbIX01)l91E%SmlcQjtlVE8X8}
zI(Eri)Vy<EKK}PCBXNQFWuVUNh5n3ZNQOT04@c=XtoSuo^#>!<AKM{INiV*3;9bl2
zzj!fku0VkbNs1)tms^_J?kpVU9dF^Q@<du)G6`tnC71F?<x2?M4nO@vWgn)UM<eNF
z2tGKU_fXg=H-E)So`SRf1(y+-$R^w61h9TzgE2s31i;6NwxSf2l&Cm*#cp6VT>Lcx
ztS+#QCv$A_O~1NjBl$bJb;bK;U%;uke_}oFCW7BHD*-wlFtPkR>kyrR12?R=Wt?lm
z&mumZZX#}*DM%)$E4{y2m$J&7i!@e$vlf&I+e*0pQ0aD<)ngD^1gkMmQsFNq+lXem
zj?kdKaf>p_qry=rK;fVxc!hWPe;tEZp;}h0^2(>@oWoBVj{i&niiI8H{p2Ndghx8Z
zghd)~ussmQD=uLE&Fh2*=M2OakZE*Dl#en91PUpq1fuG9K}4!Rc?_<c(tRmc$0Hbe
zBAUtE1%W=x$bf=TL6MRB(Qq_8f*U3QjOs&1Z{MqmhF_Cbz-;|CE*say&pE-?L5a6o
zFV@vwhMp2Pm@cIh+V;Hpp15TRbonz^k-O1T52+WeV@p&GBZskH5->Ox)NmT<($M!!
zs)qH;!86pl@GtKZTh$KKh=g6}zidLz^X5pW2u(z+GW50yG#t5$X<SE(WX*2k+lW}P
zxo<++g?BsM^mV;^cC8GaYbLfu2nvF9W2)SOZ`>oJB?;dSSGYYa7GsEh{oF`jb)!wF
z5GLrAq;CzdYUbi!I7$L#)!s?m%dRLYMNoI-z<VHRT_7Ha&m$HMXXcVZL8O3i?3%#9
zFFaaC@u#8k$}_bUQ{*+YN>GQb)W^(n*wk|7S&~g<(bmwU*Uu*>Vx7!yH^>7f9?#ze
zzK2`uIyfl5QgVLlsVDtahP8v2wO*XnF)>quI#rN~L5_)De7%>+J>kJOI+?e0LJl+w
z_LNJ-jFX@LEq>lyd9;OsFEv>VwdPI~ZAGi~Du-l!m82;Z9n~sJ_wNbvDgB$lGpxIS
zfkz9fCkTzigOEXZ!JpQ-i`T(4ER95=a6F!zNf@sEaOMmErXGP*qCFI39^5`UG_FWH
zt2<j{$<jQpnKNAVV7l&XQ+UJ<PQWhikz<YJ8H>TFO5ovsznZ^!HTPuSgldj3SK;Vb
z<Erz_WtUDB;_LxD+uXzG9~Zowdjjp`EqZw^I{)4N)!+vDmVhmPZ}mQRdE@Z9E(>|a
za=&i&ZPxk9f4uY3{i;=Q>HS~;x`)etP=4{g#czp5cBh3<HjO5txtjR895r)u7dSK7
z{`ON=9CMXNu#-t)K7Jk}$&<Aza<<;5MW$Yw)weASad6-i{0AMEP9Qc0RJ`}ew4aN|
zZjd_0cas==1N-P<EEb`{f0gmF`%x<DEEZLnb%T=h4PM9$Hr?%!++DxT6p!`T<RhB-
zm$oZm!0>$r$FC0Z#v{&$K0|~&`%dKR%Z@6$&*eMLvl{{`C5Rl;+tH;{D_Sd*v+u>K
zRSjlvZvfMLxwo1$)7aVOe^a_MD#tGn@Ll3+Yw6tn3Dpr-zRPoI-{)~1?GK<Tiua`(
zdijNXEWghmkp#uNK96_SitWf^vQR8hG1|$m5zy+e%nQ8p|Mx3BCcl<1;M?s%_SQFn
zlEGCO-!>tUmfu%@`$5!$vk68i5IUO6?N>5G!v{m7fyODb2D-vJRu?UwU8>sMQ8s6N
zAp@m{q#HkGY#Z&0?ZSHTOh6{(7LVMk>nR%lbZ^-pKeM8h3z7YQbeM}jvVD;jYZVr2
z1x5;Ko-cfCMG|~flM|39h|KrzZOGy&#>aow)M$z~<3bWRc!q0gqQ=MFFE53>0qy2v
z#UDC-z$HpYLS9XCd=u9i0rO*T3ug!@pr!ksZ!DzBHDZ1_?)|$+#fh-*P8I3)t+n0{
zjU(?mOoE`&GA}GFKIQ^lT^>O`zL4iXP;t-wN#ois&Sktjmm59JyFm_=Xk;`QHme9M
zVaiS4X6_NrhW?i{-MUs*XMP?>4p@n|g%aI%L}jq45w3{9nUf_2;0p4vFt*YeGgg{1
ze=%aJKCWdsZ=%dxRZ<%-AA}?vk(!((w*$~7PWhV$$^UkL$io(p@XgIj8d}oSl%8TV
zy#@VeJ9f^`iprcJVg2`b$_b}LQXZ#L?}!%8G$f-(zmHU~7))Op&5#;SlcgA3(WHCr
z&@|d_ig1<~st9Q)_MG{Hrk2|%b1iHSnb@5Vda91XO;-w~@oBL`5rXGaQ(hq``P2+3
zlLRV+2vj@kWrl5Y5b*~n8A^W0laL@m*@WL49HdU7`ny(j`SG81G*|cj40d0Yg9L}Q
zgx-Ei*-n`jJGbiN6bpZrQi#+0^C|W_kjB2C-WhC(ag)-tl_g8^pF`i|)XDVJMKB%?
zV{<V?JS-utrWxOqLj?BX_*L0QPX1(Cl4A%ycOg~;)&o_TIe8cBImudji*~;eoeMcT
z!uBi7gP$Ta!sub1jkT&!9wm2V+1wueYtpp{hu2=OJUPYiBVNV|V*=sv>8{~YbBtF?
z_H-rfdJWY9o6L)D#;~e2l5fm!Tqtl^@h!vR^O{T22;$&^)5{`QtqvQz6xZ?=zd)x1
zMd8*h6)$vcT6B>1poS=_G#%%}CJJVw#{u3J>;j4f65Ghv+pM&Pf4rSHa*jTK@Ogdr
zXOIBF`D|uDn30OoELm^i#V<)PPSR>jUecE@Nh1|M_ZI3~!%qgb%hQ@NFXM0G$NR_s
z*(cmuk;GNS#bYCVq(tw4Gne7as|`I@m3$YHgc>rLK((EdkBwZ~x?4f6^KcmLhwnR3
zuL+sGti#=$-9U-uUr}S{?<X$hvY-cMOb^Uin0;k|_Y3-!^XYD7`AOXF@N>y0df8`R
z%_eAN1JDOwQ+KRt+EE`;H!D-=tp2Qz?pRf|T~pG{8g^J(-EYq<cr)&ki|Sy{0JllE
zm9?{$6sI;`ajA`swX@cKL1)MV_!sn^8Jx^16mk99ZfifC*Q);PVuVO6@O#tc@@*wl
zObmT}d!g;Rg7S6R7jRvjy5Ti+OJeu+X}>8Iuf??Wr;2AIo>{u0b}t6Bvugtvj4>OP
zjZmxV`#Q2~o2|P>8a@*f-;?E-E!VVkYuD>{j_9+n`HAfkIpxZJk@&Og-_zHNyM$Gp
z`MI~$i#ztRW*PVX?*C%?Zv@h569rUh<*ZC`b1rXCsM4=rk4j76vTx(1pLq|*s02*3
zw(2?vFRlp9Ovw^95|6mRse|~-9DQDZ#tKdxpZ}6bjoN#dJTh={dRzacmCLTN__JuS
zU8DBM-T+VbLnl-FJt^8O$@Ik!mJQyW4*TXVE>;!JIge^tc)3|LC;n-wy5R4TGmxDT
zdJ6Tcs`{8n{4Ka{4V_M#9wY05JPk|uLi|Da9kgUedWipkpL<`RnxXs+eI@8}Qfzrn
zR&SMPw$I0)_v2~npxsO_oSld9nNxPYSd(_6*LbsRhVz^33RnN=myuthkwq_2flk^Q
z5&uf~WebHL(q7BkI5>>o-woHe{QT{W^1NW8p?)ru7<a~+&c6yg__sNWg0S|0-Q`RB
z@yI;c=kK;jfSYF(^9~ZmprV$HhxqFcVx{muT=9(sFfl2#OK&JD2-{}%J32Pr;5l#6
z0Hr_0#>Not4Q}53kqMP8od9*B*ZJuKeY7gd@^^_)iX<pY67+!yIrH<Oh|tjJl$5O4
z*nzgT%jD$o=x9q*&Yx4K4ebG6+5;+zZEw3n9&G+mq-=A7eBYMzqfNYwc=Ftts*$wV
z&H&Uk^W_wH*X(al>UQffQ4$U6wl=$dDfKRjFlzg5&y<$8LMYpz7KkoKA|3T#fN);i
zqmumtDBGlMmzRsoE!fSE!j?VA+IOh;4ygC6p|4^dA{STEw*QqptO>{0YL&dq%JO!{
z)t{+KNkQ^vj6SLh@ly6=G9G?pI?Q7_0wcQq;PR;2fwMSNjR+1Ki)zySZEiZAlPqUE
zRCtNQItPkkTO&~RPy(z6!QX@xbjgX{mAw1%P`FO#<%@ym0ctsYLCW&_0Hjt?HG`F-
zhaA}Z2lu?eQP@OLYVn`E<RPj>(Y$bHd#=1E{JQ+V%l>JaA?2uJWRBB%f7HW72+k=g
zI5IdWF}NVHC^0d)uI@`&WJN|<RtvqNLNF_9IX`PTGE$==MqLn?t|Qk0-v$^vB2k|%
zc^Za|BVP|ZC__0Lm4|K~MEiHm)2l`Dd8+9+BB>l+O0J9iS9LLUNaaL<MqUZIg6+qw
z?P+F0g%xs^l(bL7J2sz(FgBC8sy|o`&e6*{btK0N%}j}Xu*3ieH?zEO){q%c!1#lU
zCKzS}C<GN;+@Jad3V<DFA|!_#H@KS@3s)gTTQ%kx%z+r!RM5?I8=pmW+}x1jxYwB`
zoK&&b&|=h5Z%|%iR##&ps)yxZrqOvu<RAAFzOATB?46Y39$ie~JJQWwQO6ufDG%NC
zP2YO$aU!T3yXQelSN%tS742gdnZT`~`cY{WfitFWo*6q+ta%y)zWmG*{*IVJjXN^S
zrDhCpRbqA9+Yuvz<9@wH!;<GTm|!k<7Pa>IYtgKLTJ-7266Fh>4s5*8_;0QCx!CeB
zoP&SL-#&0|U=}9pzGTcTeEO7ju8#t+a{0?vi83kqPm|MSv$7?16UFp$M2)h(>fmp)
zBI@}d5`78}_}S)l6afS!z=9_ZMGTqpj|P&7;>yG3r~w%%x4H$lX6A%;)~H6#kLMXb
zl*_S)rMV+f*Cv{m6HzP^(LgEYfjZgWxU&Fyz?HK%#k4uScBHf8WVK;yv}I@Z&qZ(h
z4Jm+X`b_Ele9D#av+-ZfEM)LxtmumbpfWxNq!vN`k=?Ymp>Mhcbx3CnNPZ_1>k!~z
zTZDXS29^s;o1v`!SQu*o_b{3h-pj~71A-{0_~f?u<k?);<K^#oxPV^BM%+Xf0&pO9
zt8s67NddvPJYIMTRPiC)Le^O0kv<(B(_Vea!pZjkJwd-8mV0aJIgd^K%PO7EC|wcN
zXm`qbW1scfl?cr`Ixjst!vio~hR$4~=*Yo$!d4NdcVsky@ic+P|A-3NbrN+MHx;%l
zohRER4Rd}Xbm{zSWq}kYaX`l?RENCK<r4+_So`CpcA2Gi_MQ!!P<#7NMzdl#e`e`+
zv|9x!TfPe_sHiRCec;EEBR@d$f1{s>FA3=(PG));Sm1^if5}RQCWwU9C50XYy&>Ts
zIua%auaQ4Vlq=W?b`FFcE6N`z1&%3Mjw$h{=Fq>Jn6KBHAKN`>*{y0BKA$Ts|Ec|=
zNabU(N^(&+W$`Ul@rQLbmcH;NCH&dY6@iN@Rqw`xR@-f-GRIQ3Vy;I#6W$irsLwHj
z6FF;7JvO_zA|7FSEm6INiZCiNru9F^zzNVj9gL+6!FOuIg>iFOMJggB+%kyp<d`<+
zy^q0vpxn4Pukad3Le18$nJ%Ghn*i|zc#~Q+(oG!4boJIS!w}c$chL7FYwt?xk4*o(
zlhR>tJE!*gFd#YWd6B!(IlbxquiHCzF8Kh{47w{j7?jj!S)+2W1wH$?i|z6Ol_fLx
zg8^6NVz@(b4gq~|X}6jfVD_7|JX>dD_WL!#DYr;m*Mq{>-GqLQz~XFDJ2e<e<{tz<
zC;~TeU3?`dH`!S01Yx?u#f_;6`gIRZE#7v%zig4izu!d@w-J$zc3aMSDCK=k5-q@Z
z6dyxZJMK*u@LArAm>g_AXsTTZBy7M5_V8#L35mJ2K4B5T)cp_(LP!jqK6P6os5+R7
z8^yqnG%q*NV{R;0v(*P{P-8iE5xf)Lw1zh!Y|y3~0-_VPd-f`~d$*r*$p`s;A=ll7
zHvmzi`wP`U5p0hALW++ZgM|sYn|C+rq)5E(OhsTx$+MC#=8^7oxooguJkd7dC@df{
zwO<P&l`<T9E>VZuD0la;^9ct2Mj-MA8z?%PqJwB-abAShf5!m8aX_!D?n~b<9jn07
z=+82<#6Ds&nDRus;K-QsjE(&+>vdkFd{m0>=ZfdW-R%U;0k;;tdH4_c2VU2f(sVwq
z2sB#0F8SuQVKb=iy7LY(an`+(u6SSB3vyBfRf6s-@9)bN%y${PaMRLdf}kuvk9$Rs
z&^;D9eUewS-ldyf99Y0zFOhZ?SuD>P;jnjmKK2=Cjo|D%#WULO4-e5<w<{#h-ZZ2}
z%HdywD?a8#x5q|TH;h<3qG5bwaBhA8ESX$Z^&49YU$U0J;;(UFd)O?Fal2fo{*}(D
zZHbG4oerB6YLA0+CD?sVW7l@S2HQ^%<w^1SpmWy3JQUK$iS>xU`qlvdbSvAaR@K4=
z2${juFq^J)B{56^D^HO!xu*kk4#-O->D40{i_k9=dQ_9C)D+bWNjNwu0@Mft2nl8U
zQ;SW&?*4kk3d8qsrAcf$`AP6pBT}IH+LY^4_$4W}Ji`JP3>PYg&02F-m=_Y7V3o&<
zCHB`^Jbq6nDqSDW6C7+ELQZ5<v#vo)lL(pJ60kB_!-f4H)dDOQG@7+S5G_6%=gMl5
z_Np^@k^+Hw{~0>}+x`O7RHbgnwJAZ#{i)ZtN`InR+>}ZGZr-wY7KzDn;7W>9q(0mw
z0_d>Z3cLp_M4LgJaf)vIUxo;X0<Tkn<!m58*%863|Dj<09arm-n+*g8l?{bX?%w#F
zKq$o@)d2=*8&>XT!Qs&N1=M`FI2pK(9WW`Xlwd(h9Vg1`ZiVO^3m`n=M6|G%zEiQh
zsKI%yBV2Y$jE@9%zajWBh=O_o1tm8;z0J!YsK~ef{+$bJLQaVRzAzG+Gb8w}o>b2I
z{s?$D03X$e@s;JfFkL!d^^81pjJ&M5=aYy?Zls7#f1f4-B%BbYYl61-qKurRQlidW
z&WaGK7%ZpnU@p3xqmkpY2?!y73`u2t+#4)RBK>M+%5-*)bVi~Gb+!m)k_2V4;5yya
zoRrIS+|xbkC-21HO|rGEN;DV=)TRG9Q|+$4E72=$vEU+)+~0m|6uU35XOv$|9;wIh
znTuWoPkv7@p5hw&(bE!qG!jM*0C=9kTCO8b^8pSzJFe4a%5MRb#~J~NCtB{mRvtqM
zWNn=Fh<Rf?r}A=>O=5PcpTLjo71dLG{H*dn2Uhg`D`A#yClEQkv3fn6x>BgM_9=4Z
zdLO9FAjvV>#}M-)idnyC?Vc5A24v;0jNFsX^`>)eembt+Z#yytVHQxxzZeV{0~ZWg
z&FkE6CXGO>0k7&Bn^)=@_`|{okf=4L!gti0A*MgvpOKP-hk%YE9B+XD0N$x{s%#Sb
z!Vrn$Px(UfVo)3EVWrdR0&h}|_fyrg(jFP7mK)QQnbMRkQtwNqJos+7eCg;(;&K(a
zcbafStif!v9s8M9d)q+3u%Sles_h@c&0C+-?<ZmTuhTJK8cvTUEEUkl>7VHkmj38p
zJ*Nq06CL?xw=S>I`{nZjNb%UXPH4avQIwB|+qHpQWEgs8rDJ9VebIrOy$^9E2w#Da
zc0ySKrG!!2CzJbwij2jI``Y2N1JK&%aWxYOuCm#_cQ60^n%NStY`^~Cv9&mx*e-|p
z;QsH|@X4(9q?26R!kxpn;((HRo2rU;pQ>7#t6FM{JPS(Rwv^wh`Q78HE&poT`#JEX
zyP~Hf`QYEubcEx{VbssZLN;E1kX!N?IX~AwE5E-L+-Wh^DTWCSYSx3EnY`YXXtIrd
z@bYzv{Od%u*RLODvJPZCoqq2v?)<T5Me%CP!yX-W7wDuGzy4|2`D!fFW9MnWioKVk
zZ&Vt`py}$-T|08gdNmlfih}1aSz}Pg1wCbT>wi^U%sqYmHBHPl9p93OOSVezR0v9N
z6OV;dI*BN)=H-PVjxW?s&TQ{)N?2uA-U3WUaq+aTR1CaD&PU1%#t|l25gFO|nOV3Q
z^fJO?r{coEjZfgKH^C2Mteq<B{KS&p)5`~vAMGV?{u#e~2Er-9+`YcJef4tr*OMPV
z9`|SB@W4{)zK}K6kqC=IfR9erxXjoC_Y~F;%iCveFdy3}YvLib=gx2(tx3sl=g)47
zrVQZFw(^WBiYx)3)P4-1)Pd8-3}>i~nBgFGTI@<c9ek?#Q&NccBe=81CJ{-9zu)_V
zulVg-ssm=dCFyIh(p!I9qVMdW=LEj=oSQV%q%^b;I$DU$r|$&-K#}q$tlbyS;^}0Q
zhv{jwDRB#P|CYsPnsz&bdu!Gfn)ZG>i=1S#W617&Mz_U->><*GbwG>|kn-<O?!jKt
z8ki!~c3S2R>?Dg>E4AN@WAy=$4H)bRvJztP|5s(;<JPJpk7B{m$KWaaH6qFDePThL
zYl0HqR}@*Mkj92((pdk;)xAti8`AB<SoBKIQU^Jw>s~OFi461^MLcu62c1f{KLMPu
z2h1B)N6HGkHgEA`vFAW*5s*+67!~q|ojH=))1MF(#Q6t0$&Vd^drpkSqJV^FWQ5UY
z;xlFiJ%e?CdElZrLBO~0vQ5HG7lX_qy*$<4ooSw3j^cb^ptK~JMi#*;fczBAnr8sW
zacQWmC}{LpDEdibxQWPqK)@rH7Zb;)TFa%dwO}{5SZq8S+n5#70y^CPh{46DGc#vD
z+0hXJXzT`jd03aS!>$jjW}sVxI~F0TYucUtZ!NNvf5ow+V}KUBgjT+U_P<2u>fazC
zJ2{0eO}%@8Xx584=Lea&^WWNYdb(f!b2I5TR-WPDBNx5+<rSB}m~Ede1ZlUeFD6#3
zpOktVAA6*wDTk20;v9<jrktD^CIFoX5R$oi_u&%n)aT#U0g8?uk)QQJEGk#UdqAa0
zB|<EMK-}lvsSQ2TElW<p3w%`Q4RI<~WZYoS{%E_XNA>-ep0<5S-VZIg`~XeitLy&t
zB|425gsH{t+3lWq_Wml6s^X9#y(F`pYQ@Am7FTeIPhPv;MYQKauihhkT2-b2Qrji4
zXXQ*Sb-m0(*Ikh;B76Xw9Td3emHB*jP}*)UclhtV<?CJV<#_gCF0?K<#!nj&czYl)
zVTIa=Nyng0V-Pp%qlo+D*DM{V*>nNS)=kWRKLEYDL`SQ~v@hqwMWq+-Zf;hzCx$6+
zM(=#X16H;LCf=7HpirK7rOVY&Z!yH&ijN{33?n6%;%hhcJ^jHm%v)tUdOPCHSh?z2
z)4pQv_q7q-OWS_7;O$gd3zUJdQOB=#_kG)#o=gmK{e4e)p2649G*OWIiA<FA!ZuZu
zoyI`%b81_1G%`85JDJE*ZHt@^CO_lgcwy{FDm<=SF{n{77+tBV{^p^&6W1tX32(N&
z(*o_jRC@Mz!)z&|tc7%jEIQc7M~|T!)aUlEn!ZlTP+LVo6pWSB9B^*|dbrZsMq+4k
zaaH_VE!V&kYu$NO-FY|c^ua%5v_`QhvzmsYvNcZGu6yPRS>MwbC25^ZcX+Z(M)$c+
ztVi}A)>$q}E>7QkDt4{@>e^oH*T|eu=vCP9$K7DY$MI2ZL7fy=sSJCu5a(w})<Tlo
zuz~^-fm$Vk2y(qAkdm~+L#c;T!lvt#WgGhK_#W&itaNGt%NAcWQwG8OS9>hEA*@h1
z(8KwTg}a`dJV$Eq)Z|dAIrhQc?+=n>X|$GF@rAOoQ4|y=!^5AyeIwo4TE4jGC5<b7
z{$s=IqBr$A*W@?gmQKrG4b6YOGi`4-!<uRQdKMHnGzz*5!jG$ojz(uK{23^TYHHdY
zAODt@*DpIM58@383iELqnw*rB>t$pw&bFnJveo;pXq$bn=wuNfXgwy@pw&I2XZTd7
z?{I9Zq2QD~%;Les`amDuvwk<W;<LoEziof%uRVy?*NN5EiC(@uEiQV;#xC5e@JlgR
zFC^qeFpgRsC1nZ&b>jJuK=&Z;?_V;fg&G;fijx6m2q!0~hleNSw|&Nzy}y!<j&hUJ
z@2v$7MOB$}BC#F^@qo@K4)jF?g}SvetBUic{_(@XqBzQ3s37jjB8);1yo}-ulq9F~
zQ>S!|K$P)0AT}^+)HSF#eD)2$#CA;+Z`+9+5sb|ZHt`KmBGaAx_>q94fR{aj-$+3|
za^swMyATT*^zp29#6VN4yK-zImv{Ck$iF3eS1i<D2m8iNQ305u;Id^Js+AgQPO77V
z<R%Zw<T3#4;#tY~kL*_9w)1H;A`$-#b}V;r2ALA~`s^C)JNc1KBOo(7<r3KtpX|&1
zw+?HdD<KF`a1RNBzWQ|jiNlM7qoKdg@g^jm`XSZuA3}zXEvN&o!f<R6EGSF|+-Kn=
zV!w=Jq{7BK5o;Nmh`5djIqo$OI;>n@m<|08ak%MLq)kX=6S=Br(5t05iYz}YtKP3F
zKB{n9BSOp1b}6f@s+nD3>n*a36Bv;0OTnNnwubTX91Hv$({9lRI71P{r}??5PrXb}
zuS?elwU)`B`aa+6qe-GlSMHW(>g4`#&^A<mrlLFnEqrHuj<QK2j!3YS@Z9VfROym4
z$Hln)J^tLQ!Vi`CV4{D%cVas$EA@yBuP^nCh%!BOv;W^ps=;jQXXj5Y*2T`-4sSQ?
z4$05gY)DK?P&n^;dSYx}@)$>59HeZMyjOW`s%^Lcr}g8AkV(y#HA`vl`eDYiQKe7K
zHoAq^#hNyHnna^-t503UJ}D2UlE02<^I}7A&sFd&J$wYi#zV%@d}Fkm-v>^$f888|
zxbVF2sWFMIrYWtaWB52o(@<Y6)JD$V;ju{F_d~FKUF|Au`xGO;P<yi$6^#rPk4Qho
zM6+e~Ssts>cLD@8ivbGq(sc`^uou<m*a|Q;+E%r+NK4@+<6TY@N+Py#{f`Q;6h*H|
zgF^bDwg&~}YsEYp?q;z9K+}U2(QktO@^#5>CxB>uTT~oI4v6-efu-&#v7CV~qA?qr
zK^!ES8ocH|*%5;4XyYrc#3)`vSyRg5*aatkmXpapIt7~_$OxF=yYKJ~&$TOQr-=&T
zypG_ruY7B?&m`U>=O*n;+;$KIPq~)mzVPPr+tk-GCm*Llj;G4=>pQUZ(9lL^=^R74
zSb$55udGX7S$n9)dILlM5ZK@rJzn_Eo^=daUW0Pu0lZsQQO{6ju`Js7)0n7O)oDwt
zz@STHB7}Me9!i4yw%`W|^&-re;IPZJs(_CiHxOQ}7RZK0sPKHV9~6j%Q-96+-+2Qt
zTcT=DAs$NTM8Q-FxlCHQ@p!049HUm;zIODkX5^bF(#m-78vY0S4{H-j#B%J;1frY)
zCTgCdYI*H$e>O9<<8z-5>_FpxZPB^jLo!}HPXZNnQC_1!B~PGF6?VXw&U;ehr=Ij6
zZxw7gCP|z_fa^pCjD1~@2&H(a><844?npbN=}-Dv1O^9p9mov2U}#tR&jH^j(Bx0a
zWW(*`1TF5nP*+x)P+2x$+M~Y|3ctFExLPBK4GO{TG5|hry?W&j%^~lg^~%P<^va{<
z!GUm@K6zC*I4}r>jq1h5T?bMLc8@jH(}bDTQ8}g{=-(Jzq=Zf=YaQF#t{%8=wO?-S
zn~vgPXS}5UaVa7LF-IrW22usf{kZqK<)p=7R7#+{=?xt6K!^i}2sGqJrw|boOv$iq
zOK8QHzH>~WZ43HWybJryUnBk(cY1?~8PH3`!2ZLXbaL?C>yzI_Hw4|2D1m6$iV6(P
zje-Bgi$+}cg8MMmXe4h>!NBdXn_O@VLa-=ys`)1$Ck@Tm7w<0oj)B61+!B&j0YwMj
z1I1aud#m6rKL$Y@7p`YUznOd_TVlzfuB_Cqs#F~r49IJAHJM2(FbW@eNBC%FcxYyT
zH;;9@lKxknlx_;UP3Y{9O#je*Y?7ZAFD5#$@DriYa7EUiNr%nfUUES@v`?8++Hw-V
z6JHmWU4CCkJ2I6-FU{Nor`+D3Ty5XFImI^1$hJL^ZIhC0kQrOtK4~KGHM<Wn3kb=U
z0YuGKSZ9hB#AA?;{WC!M2J|3odH9<%VdjtegIhsEJGg$mky~DjYim2>=z`Gi1Ireq
zZ(@9XXGvaqc+>ZalFBdPqZVE}QhV{uGti|ex0ZhRfvY1+Z1Q%1GJcZWkdyInxyevP
zhQ_KW>pfiqMqVrCQZ5LvA%E$yr`wW!%H^>ayU8`=7&S4j>L2)Qeas~4t378Bu<LK}
z(Yl@T&E%zfRcoHo`EGYRbyWR2xN}0TD<6IW0hTT)7<sxBoGmx_PFPeMQv>An>FIVP
z4$zIPYw`W1a8h#PC#1(AfosD`eGLP?;z|G|oU$(@e580vxQCH2SZIR?F14nbS|U9O
zp%RXMcxy{21C1A9)P0wsJi#6LaAAwYIYrr&^->EqkphSs7f+!~k-&Ycb-`{ke1WqI
z@^a6UKPoAP4hc8cdx|i)VHy$OUzYWt_>X@k+v!6EtP!pwVxsK@cyighiGm*!1uunS
zkZE$}9H$YBbT)x4fjg9I1nOwF=jOS=P<nBW2jZVZ`UR=5SNrT5ILN{cfnUO;@~6%7
zvcDR|IEwMqN*#2QWS*154jdt`pS>6#N~mh1hzc&$acBqK(gOIvlj<~oPNSfkKh?*`
z-?E9Hrz|9Cn^O?1L2Rm>Ty?l$Cb%%UTd<gPBIgfXay(o@ex4=abR&fVPr+VFy85IP
zEAmQ^!Xn3zq?c0)4h}7t=an{FF;+P8DPAa|pd<||kbDTL11j7t8~6M@8I0-<lfST<
zq@mBE*CQuVyaFh4>jRVWOQNjyCFbOsIb{(TWCoi9E?`8uCZOzs%#me>>MUj4>YuwM
zXO1gAwveoGlRbzi-!CfP2%gXFd0G$xqif88b<>i4+{L{K;s2$auv^jVW>X<0G|f_`
zhYG0(LUi45u0h`{#FJRi$xsP+IO$s}wYJpzql80(CH@pH%?<HrralLl#qC_VGKopD
z$!TI)IbwNTED7ql;OChn>Y1n7nWySmo_29^s`QOf%wh=)LL?7<`}gUcFzEP8z;>p2
z?PlG3TW`Mj%EZBQe%4A<o1rtc=1Wt+>(ol*S*p8g!SED7d>1XKwWkAw{x_iF7b%-E
z#JI(#DZ1>@oQ{J92%;D3oew+pT~8v8;x$<?AjO&%B5cC4F9`wn{YU1k5&P|l@;jXY
zQUpX~WR_d^*`KW#P8SGSo;)x^lvb=6@e`Sn)M08vh!CjKqA{ySO$CyMB8c8oMe%oQ
zLYQr-qVl}Xds8OqYsAKu-w_RBr@x{|)+%`R@7nYGTQ5908K1|ukHCSq<I9JxpZ=u>
z`n7fTBCj@UJ3Me*Q|~vL5OmWc1TN9Xl&FL$DDXhF0wdNoCaB?L3tL5!TSdlfron5a
zsL4*~_4K5BwP~n`72xygt&#~t6F<9ngij<;A#0-_*i$C)Sr<SBZ)T_`mAym$wHPOy
z>Ct|$^kgBGj&z@6?2YT<@7)#=V;|9_tD2^(N-x4U$I%YNnt!9z8MW3m?Nj-we^(ib
zIL~+;G@Z*HvD`+B-@JMG@8V!&g4Ya#vu(4#i&+S~?G$^D_O&|`h^dqt;}5v<L1z!o
z*ACiuFl64obXf22n)}-EXZfGJ=E3rtqeX{9lL&D8XQ$%N9^b1yn%nn%?XT#TWvtFG
z0T)TY%IcM8ovUjZ!aJo|O7x5PlM_$J?f%=3wN0}f^NY8aH~;q2CszD#a6rMw^@#Sm
z<Cm|u=g-giw?nS3sy%_lv4WSS_`JUOj47t2*rw^bV`1%<ns=|c*@ZsH`;%~ObI@{H
z=41x72_uy`1&a>trr!C`lhqxYv{H>MI>N<S8TLsoDGr!`bOsgajyq7m*VldPsq3jP
zug}57Au+ltKL3k-Ws#Sn)m3hFQw3d)oiO$H`mR2pU9Vj_dD+~AU+X0PQs}ZNsVQUD
zmEsK^Q4ik`N$=7C_5ephT_{7(w8&5oTi=4@(m4OXuu%7mC}9_1)$CgiiSweH<>1;;
z@*{XrhKxdO(|d|RM1+w^T?9EGW*J2RkS$b^%1ZKf;IC7V-v~3JeQko?E{-6Yr|DfY
zA0ZAa0d5aHEw~G!Ul1bL_R!8>aY0jITtR)sRO<x&Ln^-6z(QX{S|md@i+*I5c=8E}
zuuwu>T~wpDX5e3Jr9y6rDmKX)*`%4AF&FL8zav9?<0HHMs^ZBXXR~u>KjzM+rY@#s
z{z^gqY(?ENY1vxZ5SO-82Q6CaOpVJ&FP;*ac}V<t@a>{Jv$2YLY@463_xufv92;PW
zk92iETKLV{vmiFTL|K6gBeld*(*3U;mWUs^4Q=q04uU)EcatG)*EL!P&g-={A*P@H
z^SLo_k52X(u)O@9w95`42K&Dk`*Xk`LD<T4`doE;>y%E#8x=jp>Y$LPD}nPh)HpU?
zkaik442RIf=AcxYk9<=87$k~Y00zy`kmw5jsr(E|!bu~zCYWO>BR^#w>Wb{5ybVWl
zJmbKB*0QDY>|vtcqy@bYxeiuWP{8PwE*XoagOB?wO%oD*j<T0FGgDFa2EfHS*(FIV
zm<~T|Q-)~l{6ypISUvD>I8U6CeR?Q?miv3MpP%CTDV_P`pK%`vo=1RjV7P{0oI-(5
zL6dlxwR_q?n8FjlT~`c#v&ORi{4?obq!2k+4n*~`3#-k>h2pg><5^eK#iY#gpn!lN
zI63i@9!6d@Fx}8JcECR!6BPZ3pP9d!{&6i+Wf@CtMQ&M5c2#wLh3ki<IpJRmLaXy%
zr-_4Xe4Jk4Q1^Y^%}jrChQ->E<#);@Ux%KNZUMi|DOP7HNXqmVdV1;k*2mt*Ek?Xf
z2pnJJN~-b7!8#zL`Ke@ssMr_M7cbwvb$x@{o$mYP`08|i>^$aMrobB9M;KH3xxY4_
z59R2N=9M(I3OwDJ*)rO%Ty?2IbT*zaY<694?;jq{E=r{g*c{#EmezXbb<A_#*hCN+
zhMsQx`vpbH9LTUI_Ws&I%m>^)0gTOu;%1A+IHA|>epjWr?fF-e#wRFfe)}~S76b@m
zMxR(iCNPfPN41Mma;`3zmX4d(&T;hgV!u0<&F|j(9nM_dHZSh4I=lLJhP>@qS@!>`
zLBXKijG*2uwO^EzS(Fc?CF72i$qF_`v^QSfKXi!LaxM3dxTu~vYBscTt!-biM0{;O
z=_UI@h>P<(($&bQ!^9H(!EsmnjM!=|{jd+Xl)T96=x-X&4BsBkYE6n}U}-MuENf^k
z_$1X?_N2K$CgxXGzhm)KlEq}E-dwKP^hdL$Y@@04LFL;s^(185l)To{1ih!``Z9(u
z#C7rMlr~6kDMXEbKQ}VePI(tWBoSa@ayb0x!u=#QNp~r6GI)(#%gsUF!ADnL(?t3@
zVtU~GAl{rTNsc-_0mxuzQxmWPxvMkF%KXfKiI~kc%}st=!n!VW`c@NAUt!nO_D87M
z<qJK>v*lO58@A*Wq|2j+_ly?zX3O`BG680}+#3#NZyYkJ%QN|S8Tok*Mion+Nk%7D
zytIw^Dfwpugr^glnp%rQK2bbdS^h5J1oT8RA`4j`mb@c<jTH<Z%9rEv`&Tt)(j%vu
z|MYqAg@?VJfJK|{#;t|pqqyu-N$(?iN2lc{;@%#fB&Qb|Sjt^myaIf0s>_)j9GF}j
znO$8TxV~j5uiTmWO{Q;fWuSkVW^|sC>isdrD>eN}U%%^e(#UMk$${R{G4tSW&hBCE
z(UH~qiD5*<tjaU7XDZ@q1FDnEPsEx;#k7Ql8qa(#=f_Z^<(Z|nzoZm5vhRB<WkA}J
zAGS>;OZKw|EB1ZtQUjDZnSFCgs&ZP-$M&YriIN*mryHUhJU<CPt`7deuc3wvDdHAF
zQbE({sB+`_1~&Wpw;%THe5HJ9JkY<Xr1CmE;!6n5$NK;(X_=Si=4>p|;Kp{SgX5Nc
zcn8SVJ3tZj?)}f-Uh<X2B~4U{qq-mkg(3RFR~)|ZFiUT&npzV1P=;#)z%)#RQ@r<A
zPlp}YjM0SO%HThj*O3H^8aUC=R7y!uU_asvgTo8q{gFjDvDDP{I0{`lTJlzgTH2<D
z5ehJoehzx^NU#DaHrV|zJQ_9vgVscqn-c)-_792*&oy5>XW9%&Y5mj?{wX%Rfe)0F
zWH&VOW@H$Nn0%2qtE&Us1cD&$zaxbx1xqtiEe-YfM`}etm=YQ<LLoc334#VD0z|H-
zoK(I_NklB2!9rf|NJ{%j)Xwnm<Wx2G)L)=NBsdXRC|De!5_f0NE1D;<*AoonVT3f)
z!INy@QK`S5U@u9tzmH(Cs{RdpfldaqscP&#SN3>{2TV;PL8rh(G1(gbf2R%*kx<OG
z@|1WzH)o^;yI*tbcvl8_DAD2uTF-4<%uL}O!s`f%0=lNinGLkE7B2T<{do3#=p`y`
z`3UaAsveT@u|oNg{)u-7vFGIzobd>@haXNCer_0%#aP}NpRW(H?LeY(r1(Dki~Kv!
z&Q=P6$^=AilB9l(h|iPqJeTg5Gl!viZP<b({IA!O*wdAiYJi*zXZ^f1nQmgp@_QM~
zS6NLSRr4jMwS@AQj=`+Luc4K$r5~s~%ss&$eh3xJln4yJCqc9E#l_TUMLJveH*#^E
z*PHZas(tize1d1<(eE2$9uK>TF*pBI04@sWHm>G_vk$y^YX6xJQJn)q+k6Kk62KA#
zg!}TVv}>`5eYJ$gH$ms9kGG*8gLhG7PYTGv$B=`@<c68`X**9&YL4;kLD}(m25ktV
z78!%8|1`jB2U%f1J1q8>WD8j6X*W}7X9!s$#QU>hzI{?KcOg6YfI3t;E!QNxT8+Vz
zT<lr-@9;;4_{PazjJ?!OARY3kZSEdxCC2iweclMbH~4~Rs%^KFf8SRnxWQtnZM(t^
zD8>TL@^!X|7;<@YZ}$I|<*Ii)qc@eq1ZArvuh#aO6(f)3Ih9l%Y=S5?({wb;!heE8
zDgNnl{ak_#kAT@Cr~O_#Uj0xjsCKIx^87Luj_ID^p(6r|Gd5Ts=#lr!l5uvBnRgP{
zq2sr(wF+Q7ID~k*G@CD&H%+Nd>-eXc!MM52=m;>x6g^2VzX{<;!2qjQ2MS#B$Z_LU
zmoA8VV8BTqW-^~%qKk+@lW3ij08*+$Lw|5Al!XYo!9E75^B1_Rk#A!gMsO()$AAGc
zAGkYRda{C`;}|JAX!FOk<)0>h25oc!7EZTX5C%zYvsMzVN*jGs=p+C`Wc2$5^+He(
zj~hNy?E1ur)0jR-9J#)@uNzo$v7h=*l5Ovde=?s?#QkJVElePS`hKy%evs|6EA;jV
zr?(YZ^zh`@&Umgwfcp7ZeJ?Oqcgg91g6W+G=AfceM3@lnTLC3yCFOV~n!hZ#=b#G&
z0}`f}rUr0B-$xV|LG?xz*#@!Xm?)pRD*?w%@m+FoQS(GjnkCsd8F1PrOA>|yuMfe6
zInIOFSj8SU8(r(omMbdN>S>%7B_b`l|6=^!;AQa^3`IaBn7Ct+ZMbaH#3%1bOe0@i
z+o6%Iv^6aVi$W*nLOv>yIJlhj7xYT+A_42r1}Y-p6uAw(rp9fYxI=}IGqL&Hwy@u_
z44;x0gsnn}e1cAc<Lhv6n%`Tm<uQrhPU^bqR&4~HC|%~KSZ_5;U*89ZH=~gd90-9J
zni<s_F&A=glql(WH<2D#68ff~3;*Ri7!rddo7Y;wS17!c=I3DpU-rpT&mGe~ys;bq
zb7*$595BRQ$ii_^a?3mzjS-?iGaX{aDJ&^&-3Xy?-jyl<FAL|yPzS~rOzuYPZ`BP2
z@~em9fomn`S`1Pahg#vdGZR?<Aqyy=1u*c<vHYtd^EwQ{4MEn@wTwm=ODKYy)<DGp
zjXh2vf6Wb64w*a#<pUul5-Wn6(#B0m<Wx!YU4ql5Kh6#4$x#v6PPltij&fMEMSGr8
z#AmBcjk!?7x`O`p!|#9X<bPB~mq4?>2mU<>n3=u9t9A9RLIk{Y^9XJh6>5-?ZIF?S
z<d2O*0()+BBe3wU=}3*w+u9yiE~BetC~ax9%^|XU?{1|YNB}gt-v>xkN(z=tOQme=
z<?pT~y*i|J`XHdWDxK)~x43Ylu*dCN@jri!3uN+_kSPm4WjiTl8YxaMKVY}N1|?Ja
zr4=QAO@J33$CQr{1Yux=X!)pfEAx-PS~;o%Ef4-Z0HU#!W5^WOgeuNwe9ZB#V~<>p
zEW7(<Y~QyhlsgmZmK;Rj%+XLpA{B7>Uu&s{q$FR!#RiZ7a1~%HsnngZ4jdc7KSEM&
zu;)TJ<)YKnIcS43cpse>mpMG^*Vm;$ekL!(qcEm~2bZwpu3oQY1<~PrW^@?A0vB>V
z{*jXWJ0<z0YO+Hc<C|g*2hu?97r_9QKA3z%4{-QlFIe60kzVkEft%e6-gSmMY_L2#
z`5jT@lXMqdFfIzBgzdh~HtjERR-lvwgoMXw2nlc9NCf;0&%jT9ErK!f)Iey)iE?jN
zUKWn-ihyR|TqE&W>OPr(ZP3VYXq|sPVs4P7?v&Q&daV^Ja83NB&K6xKiQMtNU|k4s
za@p3;QnnD&d<?o32#i7$6yPx!!H4_J(8!0hb)P7}=;U*g<39vXm47v(K+2*z)wJAA
z1qw>!M>sUp50UXC)6PqV^$(9j_7=B^?ZQEiI<F5=K&5FaUY<y}tStuq*B97=5RikT
z5nbAj=<c|3l^s^S1n6U#9DB6iO#}!W8ia7e!xW6V{lvi({3|QmE+~0jTcM@!dR}md
zkFh9d(tS$kRIt%M6vxGW)<*yud$bvzXi{%S__J}C@W;WYn)B(7v4+C)h9v5uAbQ|#
zG+5?APafGT?Yk1KZ(Q1~bpwY~D%G}wn(WWKLY|5EM;!T(EqflO2TVS;S$zNF%L!2!
zJV(4j)=4LdpM(K<tyFnVO?3=PvnvG}xTS!7i02VTaZ4!jFE(M@lb&mNTwv5dUxMy1
zI~J(?Ub)GQ9_mCl>%PobiX(dj(@kz_fZ-ok67kMzJ_?4l5+HZ+qV~gF?$UI(quNou
z?$wf#1R1!u>jEDMJCXhcyO9{co^;gyj6f~i+aws|ntdNbP<tT`<h%Fis}l&0J>H@5
zHM0g$PFKX=D@=Id2|gAi)PIe51W3fG5Kq`eaO88IP#-8skmATW%wPw?Y}gvP9*A<$
z8*qv6XglcVOmfSqy$IhXK8A4V$LRWCAND#{6D2~#$IR@Gt|}zG8GWy$!MkU1yToxv
zk*~bCUXzr#4?MN|x^+<*XYt(vBtY;CBQ17+xH;DR>+9-|F@#+6^#_}qi>W<GC8J!m
zGrFzm=GVwT0`cgoY#!zV>O^DZ`d7!FLzfjpuDz98G1J@M*&ht|CDWZ2^7NbdQbfny
z_wCj9UaP;^X%W>PdGnj+O;d%_)!yDE1H=35?Dq?%?<E(T{3M(2{F)-}nz_Q8?H|6U
zv(I}h&}MFie(7;oSsf?P+>CDMxa?nF|CO0}Sibw?gfR9L(7W<oTs*$C8E~3?X|?ka
zJ-&sEPwhziyfP5hR8iilVEN!fwn?00(u{kZjL$oN^Dojl!plrk<_F2S&L&z{l>Y;L
zL4v+q?kBoBusmFnecjUneX~LXbE85zF%gAvXjhLZijOTsVxl+^VL72te}`s<hh<|u
zGCUWF2+Iu*%?%CC2@1>#@Xzpt2*N$t-G$}qnBa`*{P$z*??u^KN7`70TUvygp%eq%
z2gU)0=*2MfHzuRr!B$q`_wPqPaEy1xwH_uve3*<S;0IiEbV{%T|8PIj(k2W8@g{Hi
z2cmjF^bEZz{=pBBfRUNMp^2ZKF>1EF@HYnjGEvoZzO8P5Q~93UEh`#<xGrr(DIoMO
ziz8qm46jNUUzakyAq_ynN=Cs}PRT*>j`JN=S3*H(VnEzq&nU>)Ji_u`yuDM3t9!P$
zUqN6n`WLFAV(a1)8(2wANvW+VX>II`j`YmVjI6GV?2e3_){N}N^qjiP+`6p%x@-<8
zh=yEFBOMSCNH(W2Gq*lHyDmAcDj}&XI=(10k`ow0iZEO~SPxuc?mI*h{=q89$c*M6
z&@TqH1qmf3@X$ih7@|YM6okJK`~yKCa20wGpIi$D37`w`IiTADdIwkcR3HDGpwL1v
z4>9po@rf9<uLB4X8C@O}QsCvA<?=A;zC#QU2s4WyT+5J<Cp7thIt)5|{sAxp@jnoe
z0x7@H(F0ci&LNQUKLi_@AT<0CsAmW-1l$W~=)jYr3pEJ;fD#Q8^B{A}P^)_pwstWN
zcr&=N9(tsD`DQ)}%nJ@HjELsOCR8S{YFNp2NvRD;GP|CYQpZZFj!%RRqBu016Bv}^
zM~NUjJd@qrlU!U`PR{X!pScGFBE$^kASQU@`5PKO!rRY)dL&c@1|GAI7R5hM{s-z{
zQsoyEZQ{aUx-cjtSQ9v|zMGCA>24#9Z`vNZ2L8sTL6+8$b`A+Hu53^5Z2!Q5knqyz
z*cw(+V`_R^R&F;C2u=|umGg>Ac_n2-+;WHlhRdslq1>;k8>^|GKxsl_%VT)>J9-x3
z<mZiUjZN>t{4lrl^&;d0Yp<5pUp-m-=E=&dC(Ey%JbCqG;nl+ItGSu4A5TFV^I{an
z#lfAy{;h#Nlu;t<gZ&%40jMFiNAQ(=cxP;6cYJhjV(jVU*t4ne=Z_~}&P;zXJM-n-
z%vbZXf5LK(tkV|(Li`zJJu4`KSowZq6&L{NkJ#M!ev3jNw)b9d@4cb1hn=TClI;Dk
zO=tJbHVH0b`%k;ie%^cj*QYQ3aqrn*xA%VD+WB#7o6b+$J5+Xm-r4)h&fZ^l_Wlvs
z-u>&=_RkwzKd!F7URwEfap~2<;@1lRGv>ZnoPD`8_i}me<;wh*s|#PPEq=ZJ<j)(+
zueMfRZLfW|v;O_=#_PS!H&3^I00{9+D9^WlLa+rt+TD1wvkuPT`|Z{5wpPB~T>f?o
z@B@|YRc!p8AP{S>$v(g&*1v-m1M-LEm9L*HeKoi6avB5W6Wjf~mCl~IrdCv$jFeXo
zl$3*f=*laE>7_LzuPH6NAtkdeDWi^+Udu|WWo6VQW!5KWHKt@YrRKJz=C!i(+t{3r
zG?K3L!tTtX-t3aT91sy@gPe+?Lf{Z(yuy<Hf`Z=soc7H0reqYp#Fj;b7ls7q2Lxmz
zfq}U}LHXek#WArJD1}MQXvxa!&O`qNmsbc}0sKSd7`J+&tQP$mGgVD<HLVLZZOCF(
z>wHD?Y-!^Rx8ZSd-4s?T(aO=e)Y!M)juIu_ZXfSyKksQ@-)>LOc1OorYs-_yhS}Ph
zsfuz!LFDGNve|WL!3Yh_@$pS^af!6G4KO$NG&FQ!GHq3qO>ZhdfQg9}s@Japfl#<`
zLGJu{nRDl)&z+Szdq(Qa8A;^q8OaOhWv^UP5W9X`Mp9KlPE$qMNJq!k!otnjCHPT5
zVr*PqR(5r1Sx0SMe@p9Fd&fja=Tv9c6qZPP$7EakL~Gl4ODpUUBh4+Nt*ztj?bu<a
zr+2Qef04&q9vN918`~J4*y3j#%mXNh^^wsv{AgH^vB|CJnZ22X7t?c3CuerYrng5X
zH+f_010ySayrrK0`Hr5MmX68#rjhEpfr{$h(u%I)()Qxgwjyq8Q3=vgRNPWn)Wj)h
z%+E*lMs;RpMS6NEn_ZH|=4PaqWo1_6=2UU=YxDDJ^Kz<lGAlCJ+?1rEgg8!QM0QY6
znx9{?hi8I|OSJuiP@8*!7FPbI=H5mop87`aItKU(Oi+IYG>nijGKHe)q^{|x1{?xy
zm1_6FKcEEz<Mql^R3Ld!wIK+E8bKf^{(-;LAZUb*iYmtRAv&-??*j(?6%<WL;I33M
zQM`pd2-J6C9bf<k>kal12ni`oaYT|KhDd1KfbN4tjfBD;2>BqPE+$Dr_y-Dp0RJHM
zmVaOf_y_b~5CnpTALQh<W%%%eri84fgd7tg6okAEnlFGr$iV!dXdtU-h{)klDH*@V
zKk(-SLB1*@tq1Z!N<vpsTpRKS2}y0L`2z5R-ah;Q{y|OwTmhDJs2&ZRZM#K^FkpTl
zN0PE?V2J}uC<vS|!MqaEkwF|0gnz(En44y@awbyJ1`?8bVyM6n*CCP6xh}2)<^klx
z6)~;LH<(yn!*)qMDOt>>F+=kOz!e6Qzz=$cZu-XV2Bh%9P2UJ01ke`;H3phZ%$07#
zabX}Mr!6L_apk)5#mh=(FUWs>R_2q>B~N}TcKp<J(GypX9=m*)kPjFB;pq8)IDF=#
zBd0$;3i9FeLq|XT_z3dZM<kzreB{i>M}a_`KLiED(TjWq1dTu(xpd^{6(A7Dk6r)t
zr1;s-q%NM7y>>xf>WZR*`0cwgDhvg6-P@X`>bf@CMovcNUY7TQ>>VRP7NY9xk$+}T
z04F4<G(5N_I;=T9vL`8aFpV{uojR4DIa81`TbMgrlsktM=gxzODCIy0v06#0G1jY!
z*04h9AT}!t1^x$t1p*3)^8Ag`+_jRdmBRET4x2_Guv{r*uN9@Omt<^~X0Df}t(Kq#
zgSEgx&qDN6X2cjfWC(-utbl<8P!ItmaREKC0bS9L+9Q0ML%bRS-D~|^E4`h|+#Ntc
z6u8*rJ6h#BSY+FqgN4YvZ<=XmmSt~-Wrm$ex~*}lwLZ&2C&5fJ##lYVKsikBPKeH}
zK!$>^s*LAt36EQ1?n*b@ZeAx81i>B%1%V}5mnRAc4<(v^ko8w3{6i2!DVTXDOjjjB
zUp-t;ElgLHfDqaUAAtzhRgcsMZlM)tqMK-ryEaO;GD)>Dg$sgx-z?4EJj2mE)7c`^
z#UjhaBHP6>+ZA0HR=EU(u;F;zEAX@}^txZ{W5@M%DD{6(_6Q&ZpMt0k1_I$mArPP-
zNa|60feH-10z#O4@NSOgrzM(HV6+1!iSz3L`4Io8FCn0x6*$NW;w1$Qy@emb#^8S-
z@(0vjQ1An3ui%ppOT{TmC8=0GDN5l}5S0Hx&~pKU2O%H!;Rm#4;6^BkM9gen+=uvw
zq{U*$A6N@TEFchbg)HIn3&KBe$Zetm;{g9Kni4yl96Oj4+e6AP!t0}g%Y*$me(uT6
z_d_j=+_lxLZ^<&nuPI)<DE9f;bH_gy@DC?NJ|_GFUjadluw(3x3?O1~5MzblAC6+I
z6MVyAf<PPr3Bmu5h93@N&~KlAI7+o!(EI}pKZqVbBzoeo=yB4dK@FW#Y{R?o0~8bc
z;qwmy1cLTO{LwCq{|Wp9UIM`=Er0l%o(umWz~GPY5Br1QkUxL~IN*PvFaR<PEi~9o
zk89Jz<?s6+2#vshY`@X`@FD&I>;!c?`>@9cSNQjZJ^ujwfUCUAKOCkm?o$x^JODj9
zPY#0MH~`Th2jQ3a2kOCp@Bs@p{<rZD{AWR92Kz5P|L6&<7xXj58}D5U1mPb*I8bZ@
zg+RQeAbyd5prj&vnB-ly;g^^P;qBzn{-41=2q6%Ey9nd=^A8mE@PGLS>Il$a3E@D5
z^54Wid<cQ~1@eJ5NRV^6v?D^uGQsyhP%s0jtN1-Z;RSL`t>m~`@iDbxQH16n_TdN3
z5)o#Js1}zWU=MUC`Gbf?zKB}xG4-62>e-(&axO6QuIX}QO-t`uS7|#nT6lFi1r7Se
zPDZj9Q#hNPiWikl-!yi<?(TonH~4B`;0xZs?&#nqum@xeXIh4~hXywZ{Lr`7-MiA+
zz1-IIq`70UzICp;@o`z*L{ZfU=02ozx>;GRF{ywbYJ%d*{lW{~1F{`GQ|>v(nc0RD
z_`$$imFap%!%0!uUg3_d{H=R(O4cN|tmW_8+*G{}_(6#Q+Tma*`NKU04Qn}+U#ObP
zD4R*&F_ye-D50b;uBdxmj(JH+?Y!8XGuM>he*ph*3jD)qiBlxvpPm+n0s{QQ85)70
z6%glTE?tnld{O@LMa3(ZZ(X@^_sUh3tJhSoL6vYr<AxY43aFpZmXZd602BcfI=+sX
z$jO<??aLoX=Y@r$qNSpul@g*P$So_F^ptK{3IZ)59do5yRFv=))m(`Vz2z3!0zl#>
zzO>#nkyqG9-)Rs60t#Rl+A=a)GBQlC5Yp0`BvK?&?*zgM5-1}iBuMxa1nq(lgYZz}
znwZ8_aVipwt3m+?aal}*AQ0D7FF*lt`7Wh^AP9tjd;s<!oPGZT5Qv);{GfRLk|I@p
zLCYU#^TXXMH<Yhn{)o8Rb$rF9%@5KrKkUN~S`xC_ByTMc!u-R&|3Q!PKj;hO4+5Wq
zydmH4KzkkpO92HzGZIEJ3KaQp6Usq4RLRA!_#Y?)LSD&K;g*>qu`8G>2?yB2--xjM
zf#x451cEj;ptpkdHh_Ylf{R4{plBvX!sj0Z@&{smAYun}ThO^{1=@jPDsY>WL4tH-
z@Z}Gfh5-2kbehWQ@5mq2aDrvu|3C-_;0=8916_DQBoDAXU>+iVN|to6g(x6s3k35m
z|3F(HC=mo|FCc#~Ao2%IJvTufYU=UBM<8?`GWl_3>K@1k{10$Jd_V!QzfsFsQ_Gpj
zbk<_Jp#MTo>ml(!Fq|10jvDF@)YKi+z(3$r5+>A82n1R%)U_P74cv^){jKkZI=aMp
zc(VQcvV#ISVId_%0TJJr%<5pL_NAxu($a=f(nnb7V{vKYQE3z5X;UHTQvvKr-_!|@
z<S`f4s6)b-b<~JS$dJw>9>aT3*{x5}xl`7@Rl=t6hGqQ~^SX<sHRp}1&l*;Ju3!17
zE`$%|C$-8>kW`%1MhN_HN|*LOR36u+`G*Qo%?eS5AY`<WMjhw@S;!wK{{vA#>?08W
zH7k7nVIL2`3gzwR4}emS6A$%m{?@?gANM~{qoRCJ;T<^Pw+R8LWA&C8`GukFU$}k2
zc(L&PQpaR}5S)G?aQg>>?Qi*q->87V^nCsuQ8>gOlsp{Qt`p8LAP~P$Z=p%q82-lc
zgV#OyXer9#gL_gN2}dDxUms=(gb(}gUw``=3BBm}?C@VHY{Ub=gE=6?pdpa`$0l@L
za)Ux2H~xF({m%%sk1#>>o3Md{y%@)sAAH;JkF%)Ofn!S@ANr8;4`wadXFuAtq9iq<
zI&`X!>Aat+V>)kxUrPHy-P_y0Z#D6U?tuvZDxlW|zYxd=e_sJ1Sm84dxJ?TBqK_3Z
zy^z`qs`G+2KTw?)nh-uzf_9)#hoTdz1t(QFr&RJkQO)~AHTP51oX=FV&oXi^Fge!^
zxpJ1ZcOSHBdGwhF^t(h42eT(w`O{fNlbrIIvO0Lex4U>>4nO{WcKM%Iw*GBv?>}~5
z{KxL||JZr<A6vWsw!ZzZs~i8cvi{fQwZA-B{b^z8hna=%CZ@k09DR=Yvn^d~^{r3p
znip!C=Bpa#DjVj?>t{=99~V|l<(G};l#FB+4P_J#WpIWwIb+$JsXWdMhqG8*^rV#g
zq_SeEwtBgtZnd>(t+Q>tuWOUnw}ro}(S<QH{d|4~*7_HV^UoI-Ud+usn|ZuDIk`PH
zzBw|oJ`AllZ+&QRePn2Bd}L>0cz0rGXMA8A2t-%?Og(qF1djBC+T^g3D8D>^SGJ37
zysdeJjaj6%X}Fb1sFi7`wQ1;mi*N^<C>Mt~4;Pl77dz-tW_U<mbOa|ZrYIr4Br&0c
zm56XjSVF<Y1TJ=nk1dXgDvAu}gazjZ1?B|!W%_!hdAX&!yCgkyX1O>fIyuBU*u~n~
zMp;^gnNc(G_0dG2>y0HS2+YmLcH8?=4i0e;J^*__umbqO;X%BeeayZ4Q5do}w+wmf
zf6%A<FT5!J!Pm&t-`MPt3EDBt9vPbY=>vf<AP9tpwyO%m@s^sM!d)BLTNY9ZW@y2<
zCJFz8-eob}OC)-iZeU&iikQJQ31cy7Gf7!XS$P|IMLVUtj>>8->I@(RzPg41#^zy`
zHnDaOSkA8L?q0b*{+xiIl8|t;FjPgy)y1<KSjjL#w56oCvoqV%vRc!!n$v+mWP@<n
zPhEOWJ){sBxeb|ljahk3SZ3xnreVyKT^-LVkBTb}jo|nPWx9JMIlAD!qHOMmfqyW@
zGcxqjg-{DMWV-0Q@X*ooqyo=_r<S&drj|Q{>Be9@WN1PVL3%L&KWOWDp#_5u*-eM=
z5?FyC!q_yx+$!|GLo754KKSz{xF8}5Gs<gI*v)B~?TJbCKp+BxI38Z<j?Rg;cF`7A
zp{S5RzXoZ+fc(M0hYr@Ug;Yxz3PcKekY@Pl=!0;;M$&&l3NL8*!8j1+2VJ^^0<XRS
zZU;6A3W1>b2V*n%J%B)jSXhTyLmpxu15X7Q3{UTL|G?Z3OnZ+l2mb)_ft}Hko&~!?
zdq!4kdS-KKS_6w!9UE5`9#I$+oag^2%hxXh<f^+zs_R2cS0@S)n|l$kK+p&T^dlf}
z;GLip5TG@v{tLoCp#Oq~AHX)aF|=?zU0}~pXE>2)I%@!g&~{<!603%ay3<`%M|H+S
zrZ$RK0?aJJ?%9#@4tLK?{{T2EfRvzHq$w@40|*2r>E{>ragd@uPH}%hNq-?1-hhGP
zvcZz_L2d=Fv~sATX0*C)qOo<Rvv+v_-iF67=9fS|e80B!!}|75SgvloUR{5)y7p#u
z_096q_lpYzfta59Vtnk`$k6WK0O23{`^dL%EC>2G1_w5IgIn-14i9aQ4DXDN?2geC
z#KiOIsh5wZkuLy3P%Gr(%wt#%zMPx=)8fK6ON+0Tm%d$D{*GkjTc{W|HeVBm0|*B~
zI}pNQ=jqQ_VjaxG*3O&F?blS^Z0%r&pP+pJ|M2YPKSA=a^YkxpJ^*_VAP_%nQZ5Mk
zBG!@hO+35rmR4RZJo$Qd{>z!!m(!1*O-=1hO~7BVJw3MlczkDOVsB>Z>D=`5g_$p&
z%zd@8@aOfVS8zBGs$t{J?&c4>n?LSt!S+D%bo=LL+kbhs{a38uB7U^J{^R!A4_m8m
zwpLzm3bM6=i*Lxr)i?Ml*<tMsx-iyPzgu1XcA1o4{CRHv%c;lDM#i@L23FcS=jxj#
zD{F>|%kWa-m2J<=ZDwaRB&XN0Qfm^Dt72IdQ3<6HaV3%QrBR7x(X5IX$P<!l;!|rA
z(&`e^8xk`bS(#0&?3SdQR%kF&^4e4LJJ_7g3{F=@UPpR%Yg#&r_Uc#(l`&{|3FQO^
z=J@+%czd(GebRh=Gafz4h6n=XFL4Rg_$;Jnw`b>f=N0x9lnfS?4|BmkpuK`15R>I~
z(-jRfl|UV+KrsRTLm3H5H)d+v79f9U>D%by?eq;l9T<H+H2RV^{9+Iw#K3M}-*$J;
zdVBj)bMstn?L=wm00-DcT3viRH!LjI-#^vEBMubAg9pJD7GAnK_Nppow-iwTswp9^
zdJXd$F3MlLfX)lq^ArL>_=nRHr%%JK2?Rps@<qAp*Aykh@5;+FRa8uLbnaVPdAYcT
z2L-c}lDV9M=E|x*$RE18X9(3Wv;uBnbPS~x$okOm+8}Saum4H^z|tUZWeA=Jlv#{#
zPfqSkKL!@~Y-Z*;@_6Ri)bt*d9rzJ;z;3)Dv|y|b@>U0Ut0QAuFh9&f>oNcG@!a$2
z*=M*oNwPQbcyD}aXJle)Xmq`AaJjp8zN2fVwSB6ob-bx%tg&UZ0ZNL7p}IOAJQdY7
zeH9hm+|qV}LliV}IQ0bujm5<+rKRnam0h*9eIzx#)m7c)W$h)!t@(Kk>FL!hR%uL3
zVQ5(HqkwczFP4jIjQxXf8`~grt4F5h5E*&t8F^^y<BPB>ML|$9M)(-%XyG@K6A%a$
zb$gnBAe9ZuP!^D2_#Pq%H8opxbz2P#wbRkKuc2-WE&_nWUCe!e0rCz`2#~W1823kj
zLqG~a2WKz<LZDy*Z4u~<kdi_90{SBmZAqMak!DIrQ#gbaLtKg?B4{oGOKJ-?N=P##
zWk{rCHKk=WWn?vFWtlL9fOe3V*8%w;kD?6{U0Hb@$R8wSnSdX}Wk@8jPAm{QQt~wa
zK*JAkY*KlLe<0|B95JIBz`QCgt%q4ilE5CswZz1j;^H_jrzHhBs;mw`4yxUQlwZgz
zKmkET9w*HxBZNG*gZePL1v!JVHNQ_p{k|&BjS#$qAP_?QgC)g3Sja1y6aGQQP(oT?
zoI)VP;dzkMgYDs(gf@X6#F&?^YhJ#gc~uP66_At~p#K7=Xw(??OkHPP!-qzup2lXL
z#-<)dCT<2sE_$%3FmZS03W`uwpnL>p;Z!bNQ95@)?(;L!pL`~M;?(uyC$EYgzbty}
zqKN24)LTI8@X_Hj|8VH@fB5LrfB5*5j}L!x=*TCB4xjw^(8-TTPJMI;8$UgC1YE?K
z!$;2@IePvu5kZ_kbol(?!xtz8#6^*#7mtZvK6(7wXQ#x@eg+GK^wkTp5|`y=uPZ7_
zfP%P7D2O|nrW$(pbWNO1t-WmQ10J}9xq3u<c(c5G)A3JTP;hxzctcD~JB!uJW)Eg%
zj^^c#=jTmw@}~;&rwchV#hkg)!Y38Q%atXo)!cQGlJ%-$WTUcZv$ANbs%V>^LdyRj
z;2(<8mkLs$eOTfoFBhh)6|*<EX<KC(+m)GH<>~9CsVl`$KqSmj3W&*!u+h|zk(6MF
zAcm5Hc_bkNtl<8{;NG~v&M5!3FrTJi&$<A&8b6mxAEz=;hY~bmxZdNqSm!%g<~dnn
zNyQ@1(LDEod8VCl+C770bYYlj#u}?f8>&R=-3`%F3e=GERY9?Zl-C_XLAWXM5eV7>
zK`S60-n@<q46oZ#zRI%1|DZwmhfwXik@{*eMvN#!4XlLg0fA5s(ZX%s4c59Fs;v^H
zs}`ZJ5pAd$XQG{8uFJB3h5{l8<J5a5Y&+9*2QwfL8BS(YutJjQY@X#}p5tPX`_L-i
z-5MZ7p_eV8Ap9IC1cJCAhy^0pwKn8oZ74(#59`8Ehv7yLhzNI7U^GQ~G)H+hM|-u9
zc<-k*#=9-Xy94qEzV;ztfDb<e52b_*r-Y8AhK{l+_#r(4%@@<zF;wkE;sOOffO%Lh
zNnPQxk>wKha&hVssVqreMC}D#fkA-^6#oE;2W5UB@I%a0X7pr6<m0U9+1$7Vy8nWc
zxJXnI@IMgvVZZ!hu81{@6tZRuNNA3Nzz=u;`ALg;tof|One_N6cHBg2>{xQ_NK(uo
zE2bwQsx3CWE+V)z$S=>^jpcYh$lS<<sb;PytA69E-1&>wK0SB#*y&Ru@IQPi`td2z
zk57nvbX@df5&}YeBzp8C$}>Ro5B%Bgpd1b(M-Lx`3*zWo2!gN>6bONS421Mw96m}#
z<k(?E^f(1S96x&Wm<Zu01YiSov&W!)pvZ^gM@11n1wkVa`+E}j0Xhk)IOBIN-|`RC
z5IIK4|2KsiyMH@6|2r@8$rGW8>hwS`pMRi6gy|cnfrkT2%Kt!@U+{<c`E&3E<Jtsf
zI4}ZElK|+;c$a@5hl{?}hxrFexj?Rq{)?k;pD*+dzY=tFd?=&^L+DyWAMxSi2Jqm$
z{O9lwL<I4B`3K?0Os^9W#D^dGKGZ>m_5a@Nznbr^2=fC6*2%j_5b`6y2_y%+859LU
zy*()CW#0lJ<aU4#f?t8b2V*|WKO7-9MN=gNCi(sR1N|V$b@@gbiUkt-T<|qA!dvza
zEOnI+?C`;z_pc>bAw&&^<3BnK@?k%?c=)3aD<Jsl2E2a`9i{jOd~n_iIn-o_gE=tn
z|NaiYeT&dd(I5d?q7dhuXYq?qVgD+BOG9y>Xak4k?NJiGuivsx9aVA*!ob6UbrB6N
z!3NZ6cmV5vM-H@6z??u@FiJ^z1VXP1Ek!hi+AH|mKO}|VS7VS{5J3*qUL1J9>Rb_i
zs3(Qz^)`YZ;VSA}Q8n%{Rqk<B?n!ESOtnN*O>i901H$BrXmLffxgt7T5nXDD6+|0E
zM6sx5fv9?(sA|qhwVY4Yvd=SeuWECo4U6wuR%qMTTX?iN1@`$xk4B}=q~<N<m2Q>Q
zJ#A?HvaS2iy@THj@V*-4J?HUuM|fM9V}cVbL!|a%YhYlbw|A|pXQjPsskLLVsdc`-
zd9JEq8YP&8WkWf|{ptDLNtvxNDfMCTm4Q*Eeqlu(0Xa_IY4=?cEbJqVEQ7R-d{ng_
z-d1%0`5=AMQd-_zO5RLL&P-atTt?AC?vAyB$~{H(`-&PA{Ge&CM73a0ECf}4p<$z-
zZY@vo53(wz(szxd2>+lbrl5UQM&qKS%DEf2&Ro6u*(JG8&r6>=D|zy?IN%39{~%C6
zPzZ$N`Lj~^@_zBW%*FF^mo6w?x^(;UW#!9PR4-puy?Rak+I1)aHK~R{9Z3`pN*hSa
z7|O^R$;#nNnTeb{)qkO2F0Wv&aMR)@_y;8`gzyiytdU!{g=2N=_I@l$7a<iT^cv9X
zeE6Jv`NBr>r4_}6N~QoI;D}J5KnQur{qThj9UQWHax$2Up(BX4tPBZ-M(i)?;taYw
zLrYQ$`bvCZL^Q=EAUuR~PZJUb<eH?WPzVb_ArP=Ypanw}Eg0u7-#vGk6k(jbbc@cp
zOSh2o)RL;e;1^+_3xm%2OG?Ov%M|}`_0FYhRPzNbe-Kx_j>!d*8aMFe8vX}-*QO{4
z32A}z0V~qlLeY_+zM)IX=t`jlLzd4!NXzR>%Nq#AP+ERJM$+=a+23v`tzblQ(?~`T
zSw-UyMz|CMKE|6A|3JYHsG=YdkPn1#K*%`<un^cT2)!G5HK_nm;OEvmr4>X0Aqd4k
zkmd`(4}^bEG=mO;unnaAf`T8=Y9R<H2y9fm%|{@}ieR@pDn$NpR~29IVbQe1i4-sZ
zM6ijeC75iYMfYFe+{;6t4gel#@_|WrTj+XV3n{!Hz{7zE^A8?W|HVH4;0f{p1<G3b
zkU!uyiBFh{D?^tb%&ilS5d1(95fDUBr-S}R`Ncl@fR+6g45pJ7(^*@KAQ0M`E=-0K
z_y=`$2UYkV)G&|64hKOQvuV`rpr%x3I%?~?8JYT8+Jx9SL}3b{r)RpaZ%$x9VMJJ2
zOmtmBLUVF*S87^+O4>kD8ZRMjC^l_4Ds3bpZ7eK(EQmeopE}}`JnYWmImZv#NAaw}
z28{y;^!)lYy?RvLI&L|(%Gozb-D|jES$D;(=7LG}S);1Y4Jtp?t2m`wenO}GxHeLG
zLWks}F3mr{|4?yUi^A>5za#WNA7vt%<szCDBFst=W|auDnnV++5n)u3XksIRp9)2@
zQsh4?{QITvg)9XlmGs~y8T}Mtz8^f`UyW9U2ubDdi||nL+x7i%XL{iHoh5Z}s0WV&
z^;?b!IhgN+&wDVdj*(&R_ip_6+$J@vooex*yF7k<iMyi)g7?vj-?>tIT>D^zEE8mM
zJ)IBHBlLUhH!MGdD+t{S>HGN5?eiH1>YaS>UIZ?VU*R0cD=zd|pl*Q=AsoDx;PZ0e
zUZ~Fw{Rtu;BAS1w7iI3JPE->SLLdaZgb1UON`(l6gg{D~702F=<MVqQ1n>X%J{siX
zj1P602!mP*m8sFtEI#iPRKQ09j!|#CV_Hx&(686q3Kbv?B21y+B7aMb2vaEZc6zB@
zE23Q^qEjQHTO+EAWwnTI6(UMfDXN21P@yU+bjn0^%8m(gT&IkLRI0%$_Q6np^wNL&
z($A4B@qBR*gnk?FKl_3$_~phA{aXv4KJxnF<93``eS%qil39I<S#?SiB^RY9)k;pP
z7M)PeKcSp+@^0p-yXl`Qr+==Jc1D$bUX6W8GhJLSOV&7F*|t>IwZX!_>p|p@Z_-#y
z?re6&az*oIL&rvI?{3e~%b}@PQwu-Nul@7d?!Rq4{r8>c|GxYD-?w)E-?gp(=gI0n
z%`N;mHS^v0)HfsJf8vdN+0T2?)4$i&wbj_VTGOytRy|u>K2=mUQNSI~=Z@u-jOG-N
zWESw!@&;0}dK1&T;@IucDQ(e7ZP5ws(QzHIab1ZC11U*^>1jhbS)&E{6WpTd%F@}o
z>iOn|Cmk&-y`Ag4{;d%nnZZ3Vwl_JxJ2|m8KE69LvOP4k$>XgL46Y3htPKvX^9DCY
zhIS@K_a>2%y>Z?SuXClVX|}#}s3f~BGqE}eB?A80er~C*_OW)B5%(-2Y|O)K%tCF<
zL+)9G+S^1tu#0-=6zAoh<nO}{4#<Sn0ks$LaV1Ht($tjlG<FpRZZb1!voh<b)MsVZ
zXJ*uAq}QdV)v!~llas1g2^9%(<+0JF(NWyUu;S1lPSB&gM?Tp;-WgsVX>JcwoSazp
z_OUiLk>=(hMr8Ea2Qe`4F){)I5r`T3);8gwAnfd-?d+rN(V#))zFm}!Z6wV<n3$3N
z3j-sJzkAcsH}o+y@-Z^@!**lSM*txVjs3_DDBIHaBnk+o(;antB~@GbJJvEv=92O#
zyg==R{uOcEOE<JHUe~^GP3z({ZRGL|-D~0oHzbWDrA?*fEEJS%Z!0^fs=I11-O-Ey
zae=W}sD*XZJ-ax2$0R4$G&j#oFP~h$fWn|qZdg<$(Lu19SShV3>20a$t*PnF?DVFz
zjK=iLCMw_@kOn&GS&jQ)r`IQ?68<4NjvF3T_$VmL(>uk<HO~G)l&xL3rFF0gycR}2
z28MXbUV8do`Uc)OZiGNU)rGDX;UAdp3{5w64Oa~y5KO2Z+?iA_1_eKO>*#r-BZFun
zv^|*GL<)iHq71^)I^6z2oSQq_$1f*1v^YApDkZf!J+nP2r71S9Iy9W?=bww8K5$I9
zXB!20z{E5VuaqG=FQ^xeymp4ZhDLtaXkY~3!B-bl0~NR(^dVR<f@~qc$T$!^5m*6l
z0O14G(BXr&4yv$&dKT!^FrqmMe;^h{rbGl`W*GwGht2&+`v<X3t}J)2G}MpN2t;CX
z9Xq`_BfC8(zdJX-J14I*E2ljjljT$D;^Hf!qPU@91)v}v1z@6jrk8iRn|lgrQL#sh
zN|Y7w8}nckuRsKWcc6ixpB{Qc@L=>1a-ei{`Ns+j2^vEHKd5Oqsj5F9(ZI}WQV$0y
zgqo&{ikjmcRlGf1)R|~)^Tx9?MVX6jls%eU+}YlKIe{TX5mDu66-i2MVyCyFsvt9`
zGb^tvJD((nLy}w2O((Cg2T(*2cd)E#w5|y*h{fK)&EfH9lQUn=%>Q|Q>D&1yBnwZz
zeX{i3((-ptunzuV?(4^oznqwOJ~Fb4Z{Pj>>peXyU0q9by1SQgvA1`nuWuDl1iqVN
zpCR&XeP?(Wze9FMN0Gg;F_Q7|r{m+#a8px2BOZS-JNwoA{MYmIe_mMlW?}K0C(GZi
ztbMn(`FevO5I@ib7Q0W;Z9#%Ei=91y5LCc9kN}Dx+1mYabNkKu*6X#6?^coZZ&#2t
z;k;U2eMMsi3+Vfp{{qDXlheE77`YzXLb=b#(8e$ibsp=(K)iSxqr5FtZBC8t%}hR@
zfBePb+@F>ptXTMFW%1SOlW*6ctyubQefj&1mDd|9Z#F?Sto^XLN@eAT4SwEiEK_;A
z<;TqxDyu(kuKu{O`s4cQ59{De)?P2Ke23>gH~;n2<Cnu@yS)QzZ5;~@P1BV%querH
z5f@lXcXobzdUkUvN+Q^`@yS)u3FQ$n+|a0^u&Cm&Xl{56HzF1|L|J4)c@#t?tjegQ
zs;K1Z=#&~dQ7JXJNP_JN6;ZKecn?QL6orKr1O<XL$n^0^_wq`0hg8QM(tuQN?=(OE
z>>wI}NUTm~<2OueR$gabA!HPT#brY!Wy2)|gcvQY9;YaXsR{rONaJIYrpHxHGc_%9
z4eblfUCXU~Yp@md@OJu#_6CQa4GujW<n0acc9H&p?OxCkJ*#c)i;cKe^=JvVFE_U}
zEv+^&p)@M0AUrH5I4IrIBliA1e<MSb4BD!x5(+{_T0`u{-D_8sFmr@PAYgvLNtM&5
z#j!-Y==t-~7ca_OxvU@|p(3xKqoQi2Z{TQs&)3}}COjew1rwaYmg<_p=9Y=B?)ibi
zWgZXehK-?-4c^c?*82xmdi$RA^giiD`j-0om$7A#2fP801NPYz{NuQaA7Qty?uE{-
zc{*6{hA3%Zg*Uu0JhnYFy2TsW<l&a-fRq>o`LH#Fjl&xtCHe-SgIELw(bY5GMK7_^
zGuPQYhq{fn_UV?^iRR|f#>U}>#-WA=UQ;ugJH|RXrn&)d^vxr^y|Y;FXrF9p8LzJ&
zs;KBMF6qk6YfaC9JE$Tmx+n;(BED=_cXS>_+1iI$*aVuOk>12d-^f$Pz#XNKm=U0<
zgYV;*ap0n%<qQRcs)mD#nmxY4lkf7%BzF;&d&-Eat%|Cxs_K12P1R0a)lN;#PE`#T
zNm+)_fW8$e%@mwjqE1tgvlE1WK$WKwPA?Eo0y;xcCrT!jfH9EOLze_0BBU`ukMl4z
z4gn&9gq)~>CPG>hfCRlolK4nTq%j{yR!c?>C<2%VL=TYx;Q-D-mXB57>eNXdZAtWQ
z$mvSS>q#q6%@>MBXujAFKnP4uftgblb5+o1ipNI757N4lQaaE+h$Da>Brw4TLR6gZ
zB6kY@L0-W?{-yzzL~S7t#z0?&lwu&*XoTmBQ!!9I-~i(2si@wk^%^+5WJU?4eNZH4
zX7E=5H3Q`){z5RO_y+@VDLpYsT{=J=u8Kqczy$vQ_yH@|B(%h&@JtOcO$Opk@DEzL
zPN=;wG<G*6<_8yDeMc=Fdr~E%Vv0f#2}!jZV#-&p-M)av*mKgKelC9UlWWIl>_O!G
zQIT^;Ma~`}Ji}>#4TlbY{?Vb&J_7u3=oGMrLx)Zr`uNz#B*&?o!1hCjKRtZpvm-}O
zA32IEo;`8|Id|m9`J+eAiyXZmB68uF=%tg#uYP*+`sbejfe=4`TH?}KscYw@#V*N8
zU6q#?Q@SmES4}}pS6SPHVPvgu;b3CxYVF`@>+Emu8t&wo=<b){6IAdhyfierCOWY>
zF|~u8(UYD%n4LG2mp{rWm@F!M%q^ZT<1SQimnutFs!CU@O4q8m>r^%>OExP@wn&OL
zD+)KuIqRi)YuxPBlFa4e^rb@fav`cNQdWvn*SPGBvb3#=^qs17ED8U>MZE&57UE`e
zqo=bXC(^@FgfT`EKAIjenjSfl7BS3@;3bC*B!+;3ATEeV-{vsy#$fll0M}}N=Sm;P
zGH-`cPkXM19oPMSiTnLxw|hmdHU-X>c@Ln2FiyW`kZPrqWX?=9(TFori_%vP)4mnN
zxEY`!@2@87qasZx2qiJpVW11cS?-FnELpnJ3W!_c-gl&YRAl^A<sPXk1T$}i>ncYX
zs7C0khU=+>krs?Q!OYv}#R$~Ag(U<LU?IYFRU`G)qm3AGCRzz*pdj><tqoG{8L{n*
z((H}d_C~@<b1+VSV3Ofzn&oVs<7$!TX2tQap%I7@AA7E^Jq1EMs0ehb45C2@mzofl
z+ECZJu!r^G4;z6%M7lRcQ3wReF9Z|>;0J_~Klt`0KBC($c*!9{siDK{u#q%!c*oKs
z$4R0lGNLBYd_nOKbNT41z>5O-fshX?+%#mFAP~d?u~?XlpMp;Sr7)kLIG>*|mzOY`
z8$X*9_c%Ltnvf4s6X{XoX%SNyQFGZb3wiO2`SFXK1OfbzyjYU5$W56?N|I-blV*xp
zGexW!K??@_59DU^5*Kn=3pt7N8Syh|u~Vrr6DiUEA9e5H)ke1G`<`ywh+v!}#>OOL
zFeZZ#A_o&}OfbQKO)xoUM9w*gAac$bW3UM(nBW|`-RXorXHK3oJ$L5b|KWZ2E=dR*
z_v!AL``)~@zH6_ot*SyQRS8x7KKuKf%SyV>OPb0^8c9v;O^R!ci>eI^DZJ~K?BN<>
zXYFZXXsdZiUr|y0#AyZj6USJ`4zf<j?msHC4+z8|*5~r9&kss}4lf9>5I`WPs09Qm
zm>yuUP|G9v7E&w`{{Ys3;U0u7fgcF}up=qy0}!Pk4oJyJ5%_^@hY@jsI3Sb^@rIxh
zjnHL?mjo4{3UMF798{w1h&Q-L2TNixy8MsVqd)oVp1j1TO51xb{7VPLb!t)PLvlk{
zrboT?Gm1Lwv?At#aWjy70i+-+tbmi^EPYC3;6TkEc9I|n&p@W_i}&*`{y|jOWlHCS
z84yZ}=@5(oFvA`q<zq?s0S`sm10?v=uKsxZ!y^6%HT_RKWOk86`#}(fn3f^C;v<od
zKmyp<-TxH4v3s03nD=ORKn2kO@DoOuL;a)Ix%0}&r%8zgdKfUr0675m5_y&^3~ULK
zC1O#LJ{|lp1%p{~=P9g?EffBMZl7*YbmWkY|1^o-j_||>pCCGh_wEpYft>XenLy{$
z%Zrv2ZCUtTAzU4=nb@K19G|35=>qZ5zDGv{D(viY(d);^hu8zNFg;}?zys#g`-qVc
zZF%pF?6oQJHc3bFjnH?o>)DS+g!qBT*+*>gBkWLT28k{Fa{fUKKM?-m(-Hv>;2-`A
z<O5k(f}oHDApkjuB{|OY#ebAMl)TgXQJ-KBlA^DcS&JDLZwj3q3SxI(w2ZU~U&fd(
zN8pEgdBb`j5a?q>8Vg{X4EzAv!HUna=1bd<mh>&_SQfP`ZncbQrL0N$LClXcE<a&X
zcFwFq&8kMnfp6~C=Ir0=8$KGId_OgBsi1tVrs1ie{Z(f#?(}{!f}G;1FDd-+Zf54q
z%*<<Odgj#>;D@OfW8=?oy*!A^>cJ;H{cC_9S~`~Mo9C<e(<Rm8`K3dd1-;4H9dW6G
zhy;E}Ox4}+Qs3YLPru9?p2-e3VyqlO*_L<oO}sR9ZvuF@sBWjEW{caE=%`(GfPt-s
zu8XF@4J{+LD{SHdp#%8AjOZ%I1LhCf?3-8Eu2<MMv`k#IOq?$pIbJfbSJOrKg~f%-
z90hgbQ_A`$&TAi4&^&zllKd&PgU40mjwv$;1mpj}L|{-C2)H$>ojjoq1me^wOk}un
z=8Wzc1;aB6MrY3%D=5O4&h)$z=fXwqMHO7LSgC@4P`6Xpu)B2GK|>Q4GL9f0h^{zm
zX~Qv(zz^CwHy{c>xa#N;=~B@?F0%HL{tca7qSO5KM0R`tBtY+jg@A(}Aa*VLE1GtY
z)@2(l4Qs8-kj)h;GD03&Yl?IkR6NPfu)2hJL=vAt1YjP*<t;8nFRF8us4l2;FQ}O@
z0t+F5Krk*4hNsRMoI0m}N<r_Wg6_$)x~CK%y;JA(NQ*v3fJ2;t2nd08hkrPydxqg3
z&g;YI@0^k$$-jUFgsK>UFx`bf;EMYaWBWkc-5>-(AP`$g$On-`aTxRx9#`>_lE5Cs
zXoS{o1VRWuIA~}?yFdtJUO*&?@~VRtKolYWK*<LJKkQ%+ARmOnxGqFyTi{be1ScRC
z%sYT^P0d(6Xwge-a+NI-`eKn~cJeO>2tgt+U<m>$1}2S|1_Cooq*@T+vfcHn{tapY
z;X=s@G5;W3jPeg2sQ!}-2=)iz7X*HQ*)k;`sF5<UQ>JFimVstOpdf@|Y#+oe2fPIF
ze*pi$AP`K4Y4H@C9|-wCum=*KaholaFWZ6$o}U<m7#4z15HuPCp%}aP2Mb>_3php+
zaU~=kgee4^A2>iD%ph-K0l~d(Zte#o2s4hasj0Uy-ZJ0^BM<BcMnE9Ifv~|pSOwVG
zhah+RrdtAL4#J50E)a;&^62QgghWjC>`Kq<&&(ak%pJ?fn@G!_Ov#^0%AZcmpGnBS
zADcH5nKK=lJsr%OypulZlRW8>FmXL*{944AZRjXBXvjFAU)QJSvS*j-&5rXfZD$-?
zPuR5_v28hIEjVZ;kh2uXS_ot;TVySp<>35a)go`za?lbi1o#JJDj_(D50S5Tlt+m(
zJmU%9%HoR3nmhahQwZKwvL_Y%pHi3q>C5aw0svYtMPA0WUf6y_L5S*`lBG|kFD`)o
zTm*vgj*x^9xXrXQObq;qZNB7F<Td{yCPZ>A^yyxbOeFc)`*zm`n_1i)39bIkTcjD$
zcOhPYc~+wKEhH91rSO09P}aOv0)aq(mqZ)cBl|!|7Z76P18m@*Kcw^mUf52VeoxBc
z6Ig<1`+H#(Vvd3o_xF5ZKe`rH-?gF`elW!!1?SKqW7Z{O)=k?k8BQlvhYUkO5W5w|
zaiv+BEnu;mSnNg?y8)6mC6W<i3?wd1bVhI+SRcr&fn~=0Tom!NG_y>G!-u4yonMI{
zpa4REtPl_cg4+T=1cX7*50uz?NORi>{J;_O5A7_Ba64#A`(iXg%s&wLp`B&XCT-a!
zZPiNEEN#`yvJ$W?p(d7PBg>+JWl>K>ky^$^%z`gt!I!n*%UP0E22?G#7Of1oPL@iB
z%a<`D0vECK6Iu*H2>B>{AxNB$qBBdxlQ2{X!=>O8AwDWHrUF?QK9~yRO&jG+@B_F8
zh7WT3Wpa9j2X*u0b+Zra@{Z|coHR&3Yn-9P$yB$>(Q_&?^QdwRZ1#!m3(K5JDqhIr
zuhw-x@0ol*z4*KNmESF{|6z6eFB>oZ@$}8VKY#llFW>#|7jOUb+3Wwc`TU2~jlV6f
z{LAda-%d<_H8lFBci?4b&(qe<4ME#_gJ89;VY!;WP+l`%QaM{#Hd9bKomV`STQref
zFrHa3nw~q9k~NT+(G#1}8JW};7T*#YBM6CT3<;?Z4z3Ts*AgAko*37imfW9{IZ~KE
zQC>1rTQ%RvUu<h86vRO9_Q=rl@zIx4ldq?zUIRIvntC-cL4IkEjy)Y6-3D)r>E2V5
z&p{wRxc_Dz{tsxuKa6gT_O5g{&o)#JmFKnRrSel^%A-RHLj1G*ywbcqQ*XH^c@ibw
za!>TRmE!LU_#rbiBsVg=AU38rDWM$Z4}c%?^8`gj?d4_Nm6e#{+Fx5UP+L1#S2t8w
zJ6u~cR8u`vS<w%7^pfJ<;-a1+6s8M$3i5mMa=Nm4?HQ@fDM<|pv31drRbio}!NG<8
z{yC_p19EV7j<L57x3dcc|9~<&I(GJ94%Z?uLmwc-^&4@Ru<z!U2>1aDqmL2d|3LT$
zgcra!AcT<(;UDf1{(&M8Xz>vI1D>^n1%%}tW3I0O`<AXTvh!|g>RrF2?WlU$?xMPl
zqKbur637S6sdMa8=S)v2n4VEIQ@CJ${-WhY6&n?Glvhv>LLCHEZzLcDa4q3Afxi;z
z;Dk&HBvYigduH77MIuH)U`Sb5WNl0WYL^{pnLXM0{fNWJ&hN>=e!$)+f>}XdK{49i
z{6Ydn<Q5<q0qSIwo!6e3LqZ&qQ~3!=HIdP!$k|5PwwDk7MB<H`u};pB4%b5M@doiu
ziO>nPh4%sw2(S(2fo5iRIGg~$4{VM<SO`E4h{K?64={)b0wZBg;D<nr!zlv7AP@)#
zNBqJ`^7i4u=OHYj0u~UNS(u*OpPk#2!D~-SYKo4jxp%K5ARrgM93(;l9~s34Y{_4z
zBCjM2AOS)p;N$=Vf<#)_f<FO;5@Cmh9q@TY!fb)$P1qsu0=5qf{19vbc!LTfNYj9o
z1d#*?fvgipm+0#^<J~=zy?rx)K->#2jZLUa&1lAsEh-(Xte&W@orJ33&tE=VRNSAJ
z-_6TxLo`4lp&)7^qbkC}N<%^l@7&G1eLL%xSDL$f(v2JO#0bJM8t;YSAAmqe3jP@2
zMnH*hxB)``!Pv{l7(W*Y1z~LJ!#49X;oLT2`@jOih<)1_o*SS_tb(nuHyk6KZp7X6
zO!m5+84#Es5?&S+SDTRBn96I-%<al4fW1b)g!=M}aA5QkmB2<|2ow1$Y9>&>Zfbpq
zYv;b9&Ebg`leo&B`*QZtSM!VCEG&OVaEP_vGD2N``SG_4i(fsMdy8vugia2PZ1fMT
z_V%y#^se;wL92cJs~ADmerOma<1H*B)a0`XL{&}!qk1`wtN8nG?$5rt|KQE++}j6W
zAs&ADXaNok@L>Rx@at6ufq)ssi$A_Vdc_-H5C8h+%YVEj`nR|5|Lq<0l~8ZK_}ABO
z{t8P6Fb^Bs$n5ydI<)a?;0@5~lW#@(X7$N8tLxC$t7~7ctiE4f`C?(|&BI5pFxmh9
zgQqhy+nBIVG`T%FzBN9&2~CV{O^rW=sRa@}79M`NyzuqP(zh#1-#lLYhIYPPUH<jj
z%5T<JfA?hddqx{;zu#Q@!`Ax0Y(M$q_Qs!{LYsenw)vN5TYq`J^;e?pzd<iVA`hSb
z?fJ96J$wGw?Wcd<-1_6{`uB^=-_6eB*2l|%q0R1|)wYhsrslc&##w&-bXDzmSp`yW
z`fzGz=Cr5s1c`)ysEtjk+bw=<GCvkirPf0+seC9Zxh_1ZCN!ZcB(5SPx-=xBI3%nv
z<X!=o2MC@Ifq{g4@b`yH00LHcettav063!L-wQ1Q0)gW^ogfgM_>w6pXAlS^txVPO
zY0`>dwxMONsqJBN$3jcjVr%zOThDTP&tn*JcHsyaT<;y;=pWr09Dh0t1Y+vdIE)}j
z5XS2X%0EoayqSjXgN1lCHt`I8o;ax5+aESIPS@6sl$YT<zpJ32Ej76+G$hm8Gurif
zh=bj2bF-U<`u19vx$3G$7Zeewt_8yfnu4Kn9Q*@8Ae4`vP(E=|`Q%A8g>%{{_-b9T
zF*b3vw!Q7<5g8Q1OH8WB%WtWv9cpfw?&(3i#Tpof@d+Hdz#cY7MmL6r*9Qhyd;1>u
z^elCEFACMOgoiyn%RRjio?7niS?ugu=;(ad);<q)bUf_rdW2<gUi6VOVs&6>wGZ1F
zz{3@E`iEfkur@sUWMmx7!{*rJ7BGqN$xUctY75aPz#(8F0SsgI!OI78ukHhum}P7w
zwx*}Irf0SppNfYIuNIfzEU&y<UHx)p^^4`l@0Q3>ja6{2ZR5S*Pj~e!wY1IE)lZa`
z_vhrb;hR4)rY!hgJ}3xJZy<JY&NuLn260XyR(3%aHu!o8z$H21AIy9~VHug+GB9HJ
z2RA)K_y#a?*Eb|GpfWUcM;+hD$b%93#LxgY2Y^gaY67<igd(??7#xD!!C<T*a8Cnw
zHZ*ag<BC0C18S8?@0l>j0ayskH@Rd9cL*YN3pyu-KoQDRl#U<|K}tYsh-bY-+!)j^
zTVBFl8b)Ns3RV~0%z?#(hJ_jfKj0pYmd&Lrw#-x%Fb~2xDR?EgOT$nZ8rJHUF!RWg
z{&fo#@DIqmAR;q*DEwfqp<#ZR@DIdvLQ~6{_)dVnxNLO^p|M0H8iVi;+77ra1D^-*
zAvFI2tO#}~z!F#7f4i!8o!pbT>I4r54XtaJv>enm?QyS9mH0o{D63n8a8OdUxS)#g
z3kp9daTG2J;RhwWDr9ruPv|=88{IJBcyKMfEv$VB`C#J%@`25{X=LQ2tB09WT#ygI
z9!{Oo0QqqAnDU`R7v$s=WMn`ooRpF}e&E2-{rivX2hXtYFlh<cKy={1q5b<0?%yZ7
z?{n#WpRuT<N&j=1efwnh?>o4Ezx;s%houf2l{#<?+hIwazy?{YQ_`$cGSa8zWX{ST
zR6Hzy{;>RoBk~uH%3nBk=)&>CN+*vhpFXalcuHMaK~r7n>Q!|kqbnRU18W;ohijJC
zU2Jc9*m(pv`-HpQP4c>zc{?IMFs3vN-+JkS<lL^z!h!s<vEs_<ikb&Cb&u-!OZD|D
z4fShH4Nn9Oo6QZ|Esf7w8lSf`yl827+01_d32L7=RzGW~cv@e!%`e%iE8MCr*sRUl
zs>|Kx1AfST-jMsUDeqNt-s_fvSAzWKjTq0~tmCa$r>|C~A_Zfy1TF+g3&lwbq?5c@
znzDc}g_6{VMagpoN%!*;r*q<`vSP<F6rE*QlYbw@VGJ0#(G8=!ML}YW?(PPqmF^zh
zQX(iV`~?IgL_nmwL8QA&aCDDn&x>8x-tO9c|KfblIiHePz3w|Q`5>~$piMxRoR7j?
zQ_Pwh-sRi&y%ll*eRmWXfAi{6jT#=XNY%PT*=)AcYO*cv9Z39Ng`bj8WPHP9nH9vW
zSm}e@#SFkViyKf3y6IBJGNo4O(qZGKCIr|Pg-xiiMpjew%p^2SzH6LJ5*s*tsq0|O
zs`*W+wy{UEMu<g=gg&3T#_Cs@Z3dBWl1fMaj)eK^mD*v<gblY(TW*;|EvAkwrk}?=
zo5n7`k961@?;q>@JputsHi@HTm#gq%Nr0rn%W(LgxWMPJ!D5O5cr3p@eGV}z30<;t
zYZ|!qB?Yp`M$0ZAs}e^O06oK0h!|A}Xfz0Dc49QU^jKjhUBu_Ih`5sN7`wk##SpVP
zgO7L3^h`ka>X)vcDV@|%&pRR#Ss=cF)Z}+CA*6g@zl-S|{(4--_nl4hPOuFlBjUe7
z?VO1uYc3VwQ>|4&yKZ{BZlC<*kkZ>L9N0A;?4N4rDlLo()VuZbZ`sePvX7%>hod_@
zt6ugvA#4~n5L9tilT}8YQQDO_%$}R`R@dk^z2HGu(B^BiO%JaSZM!$>8n5kDJZcKv
z^Nubtc-5(}LQmLzj~fz)2ek6DCBsY(_u&;}UbtugblOTdT8PAwi-&+r#pNb-2w$pO
zS^%m1O4k8!PY{IU*&W*7rk8xx!(s<Z+Q*O+g*x+OXF<Y>fY?xcyeS1jO0x}UF++TM
z^q;-^1Q}NTBX41BM4z8(^UL{!l`WsTe7k*4=D2rB2PGu7w&a&ax-n*6tb_=t1dCO2
z#i+>TPNCV}V=X<OgmnS=nm<K_su4D;ovExQUFj9c5snm_dItCTCe3xJpswqG*rxT3
zmcHR{GzX<7XPjFK7Yc9IWzufSMA$9sSzZ}wH$hFE*&iS8!yChyC|)YOCT%mZQ?e5r
z0Zs8{Ee{1>z~&`jN5%Wv@z*$tP`_h(sXh;q*J~%gt-j?lvkc1I+H9<VW0H;u@z<!l
zOB2)|<UV1uY3eZH=<<dQE($h8VG8+%-`$>=h7T00P*N82^;+7(jxZFi=fi68$&GDZ
zZVN#P^a~KoOp_weXmtHg3DFc|Ke11P&&WLOLi<h5EjGiHB+DMvIc4v?<2&LQCckPH
zC8(ct<Fx>3waU2o8QyRCyRECtXOTBjkG+XZ?rK1Wgw(piy3GMW?O*BdUS<@4FVwes
zI(S<!4wAGE+ayVmSd^%khp67`h#Laif2r~2H-Q@@Ox1=Xc60S<Ob8>9Xn+#F#*pfK
z7}9v3M{<@dBcKO%)Nq7X3m?MOI9-CXDnv&`A4kmt<bVM=vm>=f_L{WBv|@vF&*`5#
zm4bjuHzI#uI`>+6bV>Zd3`qMA8TFlC5n3gr*Hd5akZU-clRc7~)x~tvta|J0ms=mW
zL-Fb5kA}{vuOpHHLVRvKVn?>R3oe$AO6K?Ht5(r+?X+~k(!wY^ud|&$&suCnMDP8A
zt}g#P&Sf@Vi(Gp7Y~D`JPa`&}+q+UuP?xC%GrOr}{n>Fdm)GiF`_I*I0t4HIeqGIz
z!xbznJq#3OoeqvWLps4VO?vc}TW{!lgdLaDw!T(}>uZkas*WkahaUc7n+)ahR+{j9
zT`J%FEkB?t|Mc@eW(~&WPN|5H$sJNlv8dZ9NLX`syVg#L^LBYL7}aHVn|OPx{<onL
z=g$NDXwWo8{>z_j?Mg-|^l1HJv+Fa}&O1vfg>%8^haTZl8xR&RI+ZTvdAmKt`$g+0
zU&htLtm`H@a>!KiM|a?O3xUI);78V*e<hXg6Du1le^xKDGd~p-?*y0<d{7@Jd@Ay#
zpweMM!9R3^?`nQ3yl_rRssi^Vha;=DiwfF#&+vUO-S!Wy=4L#nS`Mo|AD4a(JwBv}
z`)YQz_|eapnO~A&KXJv7=PkeaTYkEI{P)?}DU_W7ny$5wiwuZyjM3rtM{?uFY^0%%
zQB$+Z>zYy=MC7`aj@T;*NYQ@Un`!}Ht>1B?2h<HQrM3eC=6epj?;Oc5wdMCNw0R-V
z&}B+PqA!y{#GXcRH|V}Z@h|>Hy4DCJm<=F52rJLQKr~}efefF^aSnY4h%`iKLDCeU
zTu+@AZlBqeAOWWzs@cjaZ5zMri_E$R1-veG{yeNQVnp;4Kn1#2j}G*hY#v5}i33!W
z2caA27O#j44SZOHBh&_~2i9q&*DEE2#A1|-U{dMDBXg5WqsVwA_l6$YNyxSo83~cQ
zL0EW(^L4}0@IVkfAua$W0lJ`2$eBEfXnUB!|GCFbYOm@fNpulZ2{PwT*+WDo!USx(
zrg_3u&<@J=@NlI9MlucLA(%WS3aPohF-2twpKK@w%S0MT^&!1i@W0qyb%Yq(7)Q=0
z0=9|tq5`o@T(=R?`rg)LEKGGmfMY1cNDgQh7Y<1WQ*VT^i4wr%;5loQ=U~t>5Zg8u
zN*F-p?d}ahVtyeIiNZlfEsbB$jDBQ(h<ew;PR||nO+vBR;vIaaZ<>H(R07e}hYU(i
zeH*XsraHc_HA1U0!l*GqqcujOInJOy%%DA*uQB*3aU?%^ydZv*9=wx+Q<j3m_U?u)
zIiR1oRS7JqOuQ6J{1KO!`u6%Tz~9o#-T3E}-)zNBwEQ_qD`lW7BJaKIY+@EeS+!Xy
zLe@lV#1s>O0m6KWQ!;gvu896PtG7YdUhta76I*1r_Om;?cT*pzH}$p$w;lL>@Md};
z*1EPdCw%?6N_e@FbBzj<X5xp~z;+d6IOLM%=)Q2xt_f27auk#`IIa}kH*5J%OKSRo
z$_E5uZgX{ojlJHA`Y3p=(|r^9%i-Lin5};!8D6k>iPQJ*g46f)n7K?f(-NSWp#D0n
z>r)>O5WeuKBCS+k2C*N}Y@<MrA;XRjo9qMibp9DTb-}AXtuXA}3a(!27Qud+RNaVU
zq!BGQk8L18qzS)$k9flR)CvCmm%}+zDO)w_yQ=g^snthI!6+tYacvrNp?=w9g3Rb3
zO4f7q=PV8I)xnqV!ArE-Hg~p!^_3ClNX2`Ef}?a2ijw^`Hm;k{Iui)MJOYJeIj1u}
zU=8AWKp|1GI=fvKk>QY6V99at+u!K1#5r!rZQ3^|rXkq~zRPP<Kv;w?^`k0Y&}>Pp
zy_M!`UH-Sa{I7KRT}}Cuh@13qV0<m_>z8>dT}<6ls!UUoO;euX{wvS^C3r@Oe2$Qh
zxW>5bGLij@av=@#%L=r4(NM&|g?(=d?QzQxbIuaQe9#eexA2}UdMFA@_+_=hyt3T$
zGdDV9Qd`<JC#Z`}aZKv5l4zn=Vs8BFAO3Oyp>|egf3|NfHI;#7WlsmlM?t3Qr?8{T
z4w>-#cgFvo9*^gqPEVGe&ik64_KuC8?q{f;PA_J_N9N&{7LPrDd#vAShAzNvDyzL4
z;I(>|O*&?$MYR`UR#OJgEh5f10wlJ6{hdm#O8-8(VXzAM%aHLKm-P4Dre079nI!Ah
zqTFX}_y!T?wTnBh(H$^r?Tp*gU(myQ?EH%B^qL#ou1`n9p%U+`t$i}KOGL4wZICrK
zJ0s=d60kg5zdBPlwbURz34U?r7=`6jcy;Z5b@}$<QW{~SEAy;b3~ja(z6uE<bs+g>
zGx%Kc(ay!koBaLc58TL~Q-{A#Hs4?hw!9SnkMCs_dgaqv&mYC;AbeVK4r{N_k(E_i
zUl|Q%mLS=<6`oQ&JuMqjrJ$i{l#tL=RIEk=o5aMhLQo#^Jx==5&9Xw=5DgMBO?1)k
z*-^hsrE(=t+*h7hUS6e29;L55{XD};YQh@~&q1b^zb>-3OZ%JW7Y7H=*3;1JZz$y8
zX5es}oCpYb4&d4}H^qj}&PK=7Hi19;L8j*1p>)#d?sZhGD?N%zQbPIFGUEdlJ)=rX
z-lFn+EP4#cN)c#Khz7ZBN(LtWlm~7Y$0gjp#Y+7kv!p*aZ@JWIs6S`=m>889JBDqj
zt}!81Jt$LQ6LMBHH6*I^Wt_H9LOE={(75|s5V`-~MqeEWoC0t9p>2U4M&1i2?%c$%
zg8U$!n#)U%Pyg$ew0Hc03SvP?Yf6_7Rna&a9X#B!mv76Jkd_Dxy^X;VGUVdo80H1i
zB65=5sOKDaeTvNRPwUM@10tVkfVC^+Be8Dc*3;0!LqU^!<v?}sCpXWzZ_1JqisCPo
zELthGwjn3$okgtIwbOh$AukAowuEk}FzGKgo@5~)yGwK!v>WW-LcNWHkr|<no}7Y`
zWa*ZK(lAaKxtkvAqau^wlBH!$yW3X|_Wq{<3>6jV=A%npUBfQ8Vg#;~lpdTIgU$nE
z!iLJtF^Oi)U|%1F$%i?J>stSW35&)GtBtb;>PGWNivI0El4G(}MbUId1nENySRoAR
zrMZ)y>WiF(3^GPY#(;)#U4fdq7t$HO+|L1k^X|{XWEpe;3k>tQ6w%>1l@*_Asz23K
z0sz8#79wdM)-rRkKcIF?w_}@c7Wemukw_7GU;mTst`PzdFbzzvH7+oPmS*vuWK-L0
ze(~S|Bk5BpYbDX;%Y}6b?~2nuAV~02Z~FGJCDE<<kaB8PeQVb5`=4&>>fHHHa?E>L
zW&W(<eUn%{HmcN?on1*od$$tzqkr~3gY$e#`LHrHa<I9hw^O9el#zZ?^=tKSNbi3b
z(GlFh-@*=bpO_l`YJ9HU2?=3zjNxL!kAAydRNkGW*&UWvw^yf&-<ZCI#*J^D&3S{-
z9fIw&g&{A+AApz3C+!3I((1L`vPo*L#{cyE1*INzk(NxfEA;eTIE6N<ousuc^fbYV
zhgUb--cELh*q>EpNv^He3b6@J`yRUQV|LsbzX5D+Rx+#C+@+tU8$N^w-tPYUw)VI+
zM)h=cHNv#o_Oy}o?dfsEJsLoMdU$MYOL_YGsEOCr<n(CZtF^S%J^rx>G;T)lgE4g|
z=DIE3%*KE_)rU0!zILUQ05{a_-@jL*p$c?W+FCW*&|M6&hk@tHvCnaEXK`_6r-+H9
zXqZA@ipJ=?Yw~XRx62fQhMij-J~n|>_LAbjtAeB94M-&2Vp!|N{@h4Xhp8!QWpViW
z=xcaD{goiyQTU?8)A?*>#~b$t-{5n1?H5n&>gM6$KOe8ZOrR(hgYM>1synLCQx4mM
z7Y*Llni_31)M1NDPo)j6jg1W1AOb*_REO=4N(WM)maXu7u>b~M0ymK`USln9LhNQG
z>#MIUc08<hygf91hOq<2vHgb2N&MhM0V0s#uTa4WNv?Y%jDOkIcl>ML&1EWNWSraE
z50XPdrqOxTU%&KeivR6Rw0ghbd{%|Fn~HFk$wbZNWzLzJESsA>*Rhh&GnF>7l+-nc
z8LkC%=nC;V<+{2B&;LFxulB~AWnmB(3S#oVuD)3B=;@@jczGXJK$!f7SO;R~@vty?
z(~v$y^=kSXhiBYgm$?p8!}%a8ATA2?`zYv_H16!rR>~#wJu~1nc1or_`^o|L3`wzs
zKbD>>yjgs;PQ)J<P+aX?Q~AaNetNhd+8kaIyG@V=9!TY8koMacoH|!d<zbZZ!t}Mm
zR<xYgD#3XB`mf6?s`U*TGWv}C9D`irNh4EfF36~lpCE=WH8t?OcJ&>V#zH~O$<B`}
z<;Y!Jq7>0fqUndbikB!h*04vm^IFPSp2n>iu~&vOpZC{I`H~G67vTz0z_7{XJK0GQ
zUZ;M6kBUsJ$NBF(+ApqPI3mx)e-TsK`JmND7SRII4p4LYXxqo|3qMahT%@u3yEQ?9
z@Pw@Fz8yhG6QU>h?c*oTPaUg4cdd>S9pR|6YeB2WjoYL(SSado_Bp*lySe#*^Zm@{
zK0ySv=GZS<ngPW3#pUP5mM^SKet#<9j#sZDPU34P%R1gFJUPKW<L{qh@4li%t*i%=
zK2KKJ?s@^v;T6QPL#<=}g-=ANtVLviohmLaRxU4AprN5J?c&*)`B*vFqZxj_Y{Bg_
zxXnEvO=c}??)y&Atm)!}h=j^<7YfHfRwZoRYAxznnv(zUV={A*<r0*+)Km={8f{gU
z+nN!j{7(C&C_hU<LN3ca>3Fg#w2QW8fB^8mi^lje&d1h^8e$aJW75Sty)(>OOg*7L
zgM5tZl;mMW#dL!!P!JH4`I&&Z1t1o|4f_D0QisHkeEeayNSu=vdH=k*te-6*BBZFb
z?>+iZJ%^1%gG3rf{3>aGD13NhAb=TG`?DN<CkH(g+0~R2?&0=Yb+XU=jjWVt1}%r`
z&DGERhTp_AAnJIRM)O?{?A><kZFlS)PTWTO3%w`X6D8g0%aZQCXt~l$l!WXfu>%7Y
z@y<5pF>SzwOpDho5A74%<*%>91^jK+;1yVBeB6~-UbyIH;KWdaP5hz@RHz8<)sX7(
zKzE!8E^$L?s#-&;YJ=9GN@3P}8FpUpyQ1X<dE5yG86QUUp4j5;Rgdo_f?xmJX<}%E
zhcVswrKiE==#V-U`FBIXLsu)b#m=1eVCf^RWrK*P-}8<G`y;ab5Y9~{k1BJgN_PV-
z8#!l%AWJzdf^W^7O>df;UFu7&!VFg|_@78R!YbNr8|!Q>Cz}`e=G{o7TuIPcUeM|?
z(xNkb*5Lkool9$bNRssrL*rkj#?7Xmz-tk2!^WrY@*IgICO*|$gX*oHJ9fAXg>nxD
z&Ste)7AoGveN1kw^eMIB`|w4lIP<ER<xv=a^SzW)3(KoIzR==l$F{2I)SHL~^MCcP
z`U7-7(~$HyZ$xnyV<j+$p2DSt{aZ`07FjXm0th0d=uVca&O3CEk1RHPt4Dik{*3)M
zIP>z~PxfC>5&C&<zy1VdWbI_it_8Ca<gQYdL4`7w0}cf}p|66~=a`FX{yte)mj+Rn
zGjb`<SQb1G&G?F*--}f?S&J#$0K5q!$as+0pJqp{(UAyKph|**YY(|(=66^6f(D6y
zvG&<tDJEtzh9muZBKKU<4_w|KJG?)#&HQI?yuGF4wN%H~8RLm4$M=b;jB=aBX+8bd
zG8Y&041(XS5Ajro?5vO;Pt$G@009D!d>{g}uk~~KQ%I8_y9bot2`U{R#2O&JwHjd5
z`}k|VrMov!T$G$$nolcCp)O8Q{CQTHesSgx6QxCaBq0UcSAZ^6RycG!O8hAj!8B_N
z(H%GEAAxSmJKuS!F6s&AG3im_XEIT+i6DC{wEoJ4b-SnzXVzbgoh6T{tvdMbI=sE&
zfcbxx`KKz63JP7thxxY%I2H>87jt+QCpMW3nO6;(u(*+S@`%i;iOwcX&z<WVdu4v8
z&tyC$-4h{onBL^n+r-VZYuzlt)+Mn=_y?}8rjL)WTGX_q*3?yg>_70{dzbf;+uI`S
zX(|d=i&4r$&h5!l#qUXYAyoOb45t-@jby7Ks%k=otDlnu)W4N4E*H<vUXb%EypUYM
z6J$%1C4zyrvDFh1ZXgq~?a<xD^Zv4I+(>Ytr~vwg4cE{Vk|B-%4P}^DgD~66bA1%4
z4gTE*a-aX4(SFZ8EE=EqMZ?zY7shWInamPWw>-s%s|q%k`im6xTHKDJ8(!Vw)e8N8
z2HRy<q2p=b+U7XW6O_;V--oh3Pdz3_o|Wys$uoh4R5lsr%IK0jHA+aEik>SfBE*I<
zkum~pjF}ud?2hC<5E_k&_bA%#X%FonJ&L;f4=7$|?3`m1F!Xh$!YBy_$cTjd$uyXw
z=*-mkLJY(mkfaXRC*Maqir*1T!t50;1e4$7HY<VF#6v$_<R@}rlUzmo!ecR|;W@yn
zXLFb169zDM!Tz?qs0AycTVEjJLg<ItECIoERX4bypxBHZGRbrXCglJN`4&I)Al^M^
zS*4w}MfD0gd2(emBGvXic{iEZxInQxkOI$ccO1SS-rqx(*CfKie1z|mua{GvLee71
zg6UOC$d1Dg^|$#@iY%O$+6g~zY;r9hu&|UvOIBidRZ0k8trMMKSY~*dPYTBG+L4V7
zWhPP-LhV;#z-wH@&HMwrIgxNk(k<(Si`1J*ABB#CG&pNAbUQ5`F&AY%=FrG@ZkBD&
zAA##kSDtNe*;8NXU}{vy$7AY1QUA9-s-KPiwp2By#5pF`J_R8k)#&=Q)!JI;#!2q%
zarr@c#_%hDBxgJuBTaye#IT8u+Zc<N=T%>508%DEG$v_t;l-BdH{~x@b~VGD`_t{k
z)ddL7{LrJfDza|o+XTD3hYo0!xt;*`cS9@LwE1T;I{DA8C$ZVL*c5@d+s%QF&C43!
z{Zs3|6FGdkKcWqCa%#0OXp;7y+T4~{&U+?N?G$tcsNvu<6j-Wswr(v2*P?Z%MKp4J
z@-`mLPUxXvanzLOd-Jt23P~W^r{3>qaH-8>Deb3qK1g#ZAHk&6`LI#4tXmeP{C@i#
zDGKg{iO3t?s)Rs5{eaDFRf`VSLaFNTL%x&rdTrj?i9Av1uY<bc6NUyX=Y3fQ>k*FC
zC9$q7l43--mm_lm&MyIoN%V#%z?d)g?WYi^mtuu(@n>_XofED_!0Mj`^{k|bdjTK)
zxIsfcwZEbTaqCPLmox`0hX<>Z(=9drGm6?vs{ax*PbidEc<0LLeZD~sEb8K@A%N;D
ziX~p-H+TTdSF%t@E%0?`fZ8q=*rpbff{1rVJv)s$y17V=8$>~jo{G-nQ*i-`RUn{A
zw4K3bJ+5JoXq-##&XEh?dB+C<wdp%jOM+IW9euTVRl31AiByE-?+GVFQRrQr3jmKq
zt77mT_S|LFX1)vp7rb0c1JTxUwSM9E5%Zj+Q(v7$q;0h~TtZ(^c`le4k^x@5B1pK6
zQ(x?4q(&QMK@H6D3}}NP2C9pMj6H`<vl|A9!ySe}b~k>iL@>p7!uI#Y4=iHr<E9PY
z4)B6%F?u{=R6wF2ZqTS$5faM`PxlP*QxFi=$unve-#LkR$L`<(tt910^jQSl;D#PP
z6$LYFV>P}ndWhP#V?kk}&^WF5M!^jxx1N;`8%({n(}T&B+@J<%LKUPYW#~P^1CbWZ
zM2#;OEeqL&^Y!;5KEj~LNO3919xn4!#3WHV+NXDeyNQj-3i9NNrO+Jc1a;ytKdm>t
zc)}O~K_Mo|brC}6!uGu}p28*4A!#1)P5p&}__iW+S$m<HUw(QW?h?6Q7Hal6yu6`k
zJ<|D$8zZ+>doC(xH}D&wwT14fW?jYGgkLAUqpPJ=h|)JsT-=W0+>Xz<{rQ+3`2>QW
zad@*Oz97$jPM#$~ohH6c_rilWs8h_PQ@Co4r+MO8k@8y8dA(z6z3Zn)^&{1RS=Ot!
zXFvG8X3M2SBC(|*@eVZeaM|5;dK*-P^E$ew@U@2RN>nA6^(>(dumG)f$=%>;Y;usb
zEvX*pX91w5rb<sAsJ?~U4Skvy7fS0Hc)${6L05n9^%mqa$lAr3Lv~yr_TwRhHaBsW
z{5^y=tXbhV*m*si#$B&Nlvr9(+5#=EXats^-<PnQsBlQ4efxcdc84Z@*x#TnrqrCw
zSG)Qw;wfp2w*jnU^Kl&ykP=FIJALB+&g;YmI8*ghQ5!vMNeoZ8#kWzfTP!p*L%jGM
zeA7Lnw|}lPL3}aK(aM}wA>kL}*eGHMNDe+2nIv?K*63J4z*f^(@*Qjuj+EaVL?Y;=
zK6d!S&YzLonURkh1{4d>2yaLtY2~gjh?NykJzUnYfNV(7@7Xkv|4pBFU}!KSep-Pf
z(oxp15%<V;%GdyrfE45=A=$I}+XMhuCnz#82j=rvsuy~$h@kuxjs4y}?z^F+XBf1O
z3K@cNE?bBD6^HV*sdh+DJTkLB78P3xW98>D+1=qg7jcd^?-${<_lz%<u$RltR{vyF
ztHEpfpP|BE7s}RHjDAAwt{gKcb`(df&TH&@CJr$9YNz@7`ciU`X_1&>J@`-LBi{(6
z&Q0+~8s1Z_=cR2=Ju6P%08x?_?GAUXx1g7|fa%Wu{2oo~ws{Mc<eES$g#`uqH00B2
zw&63Ku0kai^QXzX-qCaAcO8oXsQWo<)c@tVo6RMr_J@=3(A$;pu+!u4_S>_#J$F=H
z`{S3G_iJNPH$hH+eU&FD2jk8vTYi<OTFt8HxrAHjxod>@`@AtWc;j!N@xqy%oMxJW
zWQBxrg_3lYKH%FFtaf&!qkHVjcC2H2l51)v!NjTA&&<$8&Alq~7w1?Z!zb9YiptM8
z`}|LT<9Ia;BoX{G&KjFD;Ga1+rlp$&Y90YFKZ_x36eqtg|M|`Zfi(W$^ZgDxIWar_
zXU@d9Oi#D)k$$Owajk&bl!?LQ;NM4g_X3wnx+?A?9&V?hp*OPC_zRR%Q|u%p*u}*y
z%*+d2UAa#GRz_0e2a{3-l9PB<)dbYlzYPypP6$G>vi&-5F=N5#>DLC+M-13AjkDV=
zF|p6@-^)|%MD5r|+1tzS*!NKEu-e=ApbL%pI+qLnR%!kDOh$I}`SVw~9<_g~WAcoc
zbrDdpeGr`)nR4I4ZypFg&lC{h0rK~WCP90N<7)<*n-xSKu#6D;KrE?FEX2XQuoBQG
zuZZLs9YB}l=C<p3$J@cv*%z089E10%Tdbx!YKphYEAg}?6nwoWtZWKp;;b)YIVY%#
zV%k1MmLzOqm%4vqo*`ECGe%GztxQf2Okm~M2Y%8K1U2)Tn8lgt3xcTT$eYY_Wl-3d
zT|3t-M=W;Ob*j~>&iT%@k>iIW;|znm)I40Y0$hyTe2hc9^rJ&Z6T`=2z*lKAT_Y}W
z*6^3#B-n|R_8*#~5BI5oFUWDR_ppJ;5ce-DXKH@_@BDpJT24rJHt7$xsW$@n(L_TG
zLYoGREdY{w*MF?VzqvMa9fDr;8v_o{F(80kDg}%E)La?_lZNJy2=(_L?fzrJw4Q8D
zzeH@#Ae2VgX_IN`Q`y92O=bT*<K%eOuQV4Mlf6PTczwCsvZm2~LV5%QcFT0HQVK$s
z$8kXDqS^KTPiV~Vg*=FzFr_doYddg&k)TjX9bV!9$_U_aAlp?W09<|~3<7e+GoUZD
zvH(JXzw*Znta%nC?#s#7NVUt$3H+aN&i@QmD>Q)!E?O?`sLTf^MfUZ$sox?dvV_}v
z*A7^m>y2gq;gM$2+HJXfF5!`vSI5F4czA5USZ!|Qj4H>}!pg?M1+z0zqu_t^$Z;RA
z=IAAd3*QDU&Cd@E&MyrP((!wM=&}0ICMq$sFOoZ*WPl13jYs7n2!~c3%QHm0?Q8*T
zFkqTucEwz?470p)wIe;;(g&(Kk8#sf+b|cA7cc4uAc^)>wtUa(gX_=k&J$zRhB<j$
zAg_@+lXuN+_p1I+eovDP=?TWu4eooCt1z>$j^?wm--k^GYwH_P%Ksb~p?&Lp`@L7l
z`PudT{!Y;0qBfeHVAKA9e5s_w@ne9aj-(y~o4Hd?)*Mn10Y(dZZ!f?y%wnfqocmxx
zcj6Sccge6%IbktF#9+qu@bA&EJGvWYsfD|q*>e~y_;!xU9fdmN$7WuALS9MRGOvc6
zzWd;gy8FAs^rA2fycBoI*}-wlvG{NHMZ0D2*%&P$(`<*CY48(u!<I4EQ|-mwRQJej
z+yv9;+lg^EjWz4Sk5-@ZSRQ(AZg%JAXOWW}>v4#%N(5(*{L<DdL5{i?|E-Q{bi}+E
z@4Xp06|S86K=$ez2j{AW*020Xj<s=(P&B3h)%ADo9NZpyft*Wv7uNdy=5ecR?VAkh
zL*si`^*2;t=%b+a>=XXms;89wp|$7FQ9tT#uT#c4s?qA)+sBC!-td6<(a*SR8X9eM
zw1Iel>L&Mwufc7fy{oH_>trK_SKrvrymmhD2!k^THb_etVtmeU5>M+jK+Jc2VInsI
zV8>G6#!}%bW&xG5ms7af$#l1wKK>)i^FAV;7=x|Myy%<Z9hwn6{ZBcv6}PV4^Sbm*
z#V2Z+44NDqz=4QId!Y!4x#JTB)K#i9)!j!&-NtzLc?1r4d6}xJXe%o6Wu=tK*5h_t
zcC%ZuXK#0BCEz1idPi}c{Ldy>CIA#qKT_iugjCU$zYY#I6vfn*gMHLy{{|4kC?9gE
z(Z@Oc2KWDp?^SvOFsF-|>8T%G+g3(a@(J>f!E}fHi3E$HdM=wKNpewvO>K5Hl9&h&
zQ5FG+L*?+@-h`z@sM_PU>ddPFfyfZ?5CvUSZREp711>mU(o17!o0}h7QJ%t3eT<h_
ziR0wCpa078tA9B5ef`GB`j6_vcU}A#Xa}9e;bGYFO2hA!hQ*n--%~Bi%V%lUFnv=o
zt5o{D`r?e=nCsdxijOghp*nC|_b|*qJ)o^J`zVw8pAG=mnHQtT;=6;F_*xMkFchZd
zeVD31wTW85$%|^pyaNc-+rKYv0WHwdf_?f3#~Bz|kce*hWo{A#&e+)Krkeb$c#|Em
z-F2Fbb#G38OlRJ)FpoOky>g$zB&j1_%Jc;Q_ysx&tueIEi0{cnV?C~XFKa+%d#*QR
zefC(UEyvskL{m1eSP}t%hBowycoFaalhNLv=s*r$%g#0=dDAU?`aAA6s#tO#+tPy=
zh>&GEgZ{prq`(7T64kP?3S+}<@eax1bKPh!KfZri&H-tTaGiQ{a6~H^?VmeY`H>A$
z2#5nl-n1pKRPH=q?qc%QDzeJpPeK}Qag~Frf*!Mw#2`I@9P?#l%Tf2JG(w$IUPML9
zxC=yPsrLWiitvAuBLrW*#}^Z9%G9yme5hpp_g);9<7&0*;v%>Ep?G8$Y0_MZ$%)@A
z4~YUL%9=30Fgi+<UKaPfR{Eg9MiNwGcLs8+Uauioy=T|N6|=j+c*WH$t+R`;0n44C
z!E;V==g9`m`|ESqegwY_#C&TkXZ&YHf7uTDi3xk}<@7wE>y~412bRZjLM_32@y{QO
z7pMde3#Grtn5V`O=feV!d3nn;rZhLAc{ZvHnTz2!oic$K;Cq?Om22MI$BvBEr`!v~
zgnj8%aRBGYOW8&y@WzWU*~11bCw5n*@8Xdn?1!OVzj3$A%7{m5QwQr)htvwwG9|b<
zgU^bVoo}NY!9#_T0XhgdD*WHS@%gd=>UZ?&X1Yd3s#aDzgSvSgW{wmW0$el|mASS*
zvi|!~y=oYo+Md)_F`!9c&Ga<_<G%H}W-aM7S?%)OMB4`=%KSd<aYwFrME6<U@8N^9
zL)@800^f)CI8aEWCc>uG6#2d7Ah+l=w+LmbzcT&b;g^*6Kt#FV!Y0+!p+p`Kv{$>5
zcKbd3x+>w?qBEFzFhpQ5WHzV8vJelop-RLD<pSvD{)psD#{Yi6Ye>U8Bc=4tmRL4%
z>wv)C`JI~nUQ(tb0ol59#Iv}AyquxYeNU@xC$k$J5!v{4RCBBJ6lQ*U(~?}<rzojU
zC(SeWt+Tg3{{%=H>Oo47|M{K}jc8Dv6Dp$-K0w|_YVUj%eLEltA-<fk#Cj!ZExJGm
z7}gv_Vxdq}qn1|S5|1!z9<t}7!S<{vQe;v9mONw8fTVfS&|{O^mL!}yi5{B}tOW2r
zve7{y{mye5qIqMWb0{T(iLb%UY^T|LFL04EV1er1iucmH1lf~P2{k@^S~v2a$Y(la
zj{W~hOJUXJzXy49zMHtEWNZb0Jz4Fu{B{EX4049>cYh}8!^a!K!|Cz^>ekNX`Qjl>
z%{eZ4r=AeqVE%-`f<9~@t;$D%hqb1kl0byNXLkW{kS;K~9C4Pb1OsJTMy~c51+J)#
zFyT=%<<qd@QUN^FTI77U`uNi{yUwzp&Twd{a(uCJ44&Gr6e@EQ*BJZo{_a=V-7<FA
zxEwzm{X=98kkJolVa`nTE=YGV$ZFU{>$jKDCP2_uMmp@dn45@%n-KF4(dR#fSxUCY
zS1!y~ZBxe?>1*EqsA*69dC098Bmd={dZBppzno=Mrq{jp;ISlg>%Zo|?XN@%ncm+%
z#9uhZmBA!??=%Y76J*z)Epv9`QEOx9Iomq{ZIjlqcoK%X(NqfQP-T`yTbS$GyM#p<
zq3xbMT$xwjwYve4wuI4*TFglFbaRUH1{c8jAd>FSa~2MH3kPYT^FMtT{?D~sCrgL<
zN{GYY3;q*^SE4nv-?iGbOSDp4F83xKam#xju-XaHmM@Q>_Hqbc)hg-*61<&R_Rw?k
z@gVN~WazyNSr>R8a-5~6ifLftwc@SylBRST35%qc8GwN*pVacrehIKMUA>l5skjq`
za7b=rO;d>wb~Kmp<J=BXqFE$ipGy5YUj0GOVL99Z4^cXVx3$(v9~0@{Y(pp*%1XdN
z+BgvsBC6^`n6c>Yxmo1_3MCJE(r!#Qu-y}`Ef6PAm3p9|cO~WwyqO~OiS)-s(aL!M
ziYDsfm7QM_XuQ}UV{kC?7uD1OhlT9JP}n3I%J$!RSHqJf_@MvkiyU#G)Rcnb=E?Le
zCke@uJ!-@F9{f;V{t63DRf=*~k#bB~ZFn#8_{X{;(@vh{e$z6WBp7VBp&h^Qr-0vD
z?YsRAY%urPAe|V!$QyCH$$)qzn?c$+)lYxaa%WXG1YS~2UwAZp{J+WxJ-;;BHRN+E
zd-la5+mgrKAf&hU=2@%7P}OFlW=e(kbffvP3?gcyj;!KW%Vx$-5GphEM|ClZYK!%o
z1Bdn4*sr|8(C4sgFSnDKzspCtEid%Jt6HP&G+1LYw{`&!rcZ-L6YDq#rk}=Uiyvss
zc3o*5Mk+ba)MG`@gKSWc4;o`k-MkM`Ng;qUsnCEq>5OkJy(SBBc6Z5$gr@9qA_^kh
zPB5}m+HV-+B_h{!Ph;Ftfj;VeVs_iln#})5NCl`-U1SefY-iz}H@<AvPBfD64@C5T
zeBT<>m~lCKjaSeW8qG?2Vs21<02k_V?t(e9x?qEhh9#h0#oN!rEI_&3pRz(A;D7w(
zh2oyK=;OJMcD}Gw;OxyGQ!-`%oDbTZNYz4RgIOGzB;!iqo3<g_O9KQb1x81rnUo8U
zT(7t65<L;k!zQx($9S;jgMHEMsMZ?h?f+h3to#u!g#r&372F_iz^ZL@-EF2S6Nc8;
zu`(Q02hICO;zyRgkv@$K6*XN{a>`5a@~>AfjgP;%EV;TakpLrAsFMRsN6fG)lAgf;
zc*&I?jd(sJWQp;;7vswk6t;p`utOm{4twt<5~&vUvNU95p*HszHyeMkdm8qb)!-1I
z+&j=b7KvE6&ZKm(mNs1XX*sYH92<c?@oxam1hX`w^@MfxY{@D<c7rxcc$C=yQt`dI
zdOKVd>)eS-@r2X~g1rJ7k%3M%RpX!^(Q=3rjNM|d1vACzSbR`4LzHYM_9hl09E#Qi
zhhd$a2sWMg8{GaS%xEleT!5SoC14)QHw;ZTW+izl(j)<m@y-b~*u*(PYl!6pK>#U8
z6K)-d1Hq2IJk(NJQeP1Z1$J5n)e5uKqF*GeC8gy7h`o`XTn{!YwIikcJ{DdF^p>hA
zdBKW94uzS9kw?}EM#rom!9=!{wnZv%3j!W>e3%K)YxLho7A_jHon}<B##p*x;(h1f
zcoEAFbY_ZhD8hz-)E(|60NU=nWR?ZIuPbMDU`GDYqQ@~pCrYCY2)xB5bVP9zwh27(
zabBThml<;&2xt*qPzcgb)~`|+S9iRLP*dtMg`_ZXI>pnD`2yq@kGDj?NRn;j@9F-q
z*a-S#;kK-CfmFLb9l-<f5#m>aQfiXa$a~Aa4}9_EczwZ!ydxFGC2fe1O=jCk<=9Q`
zcYN3DkfLBu825!Ju9R>^llDxV`XYhB=N+R@Ds^q!+(6sXtAN(?MB~;<^G}<XKlHV#
z2j~}x7k<!x$3af=y~RX0Iw=jAFVbtFRldWrF`FA`G}CMDC#d>O9FD1gm#|K)QZE{I
zsr2WupzeZGbjM#2_Hed&sr`RoXlLXE?EK?_f&ba2|AD?m?}?|bUc?14sEf_@q2VgC
zF<5Vm6BM2H(&=^aArH6yjo>37J!Mh~@cU$O9Tv*<>}i0J%-Q%sIdgswp@XYHy+DEk
zBjS0;{NgeCw<7#U*OLQkBPvS&Y(rT9@??DqMut0mK~U9(&U=QX?f4AZp?!xs>0c5E
zh1k<<Uqq_)fkpct;Nw*r&?eo~r1S4^92EbB0<`P3+)SO#jqD)qBD_#7Q9p^vT`$jt
zTfaQ<$38?Kbhee5!>O|e^ol@yw<Q#)4X1u1t3e#kBGmhU5e0#Kk4RMQDzc{iz02~1
zD?XG4q1+X6eeFqSx@#u}X~HLH|E`$-Juu~aVB<5YN`UIfW>$l^z21LidVfi|GwssV
zN|V)@vsGzEO7raXnC<nr?e*C0_4xHt$iph+ZWi7EX4Ggtzboub7E~aUpd~@ta-_wG
zYu4u}nd+BYrH;V{Yu>-8ka(jP+FN>7?ztfRxnwK$_R9kH-q_hp6~1rH`&!G9w;`3^
z)~c`Z+=*44-YE+I^eAr*%2+$AZ3utsbG8t5`$C=9+Fj}qHPhM=a(fK6e!Pow54&fw
ze%gh#-(7}>oQ`#Lgj`>bIfl!XxjURB6{kDC&F2++Xz9+VOCDWqj-IWJk8Op|p!|8<
z?~QM63~%m?@9vCmu?_Cms@us7f?qTX2t{if`g1n#UgfL(TPi!Tx)pfQK%b{y{f*sh
zvDeH*$vj8d%=0t-TT(Z1G>2eswZ)Q_Qjd;mCNJa9`&{9)50YjU;)Z5k9VH<(^^sFi
ziDwIE^||%+74`K)_4Ns7XG6ooLx+bnVJmO+w?fR1<c#;WP^*m_2+q$vbf4w5m2l>8
zf<FW;B4kIO&ApqMBQ(ywq}*+?cN8l_x0Z1lbFvxq_GT$4Q7Xxjl>bN3-~XPCBfG5B
z=v3s$>--~r(&F%N>({Tk(X`G^^sb~DppP35LJMp;Z=7=0&j(ywlqxG@hlg?0)bG{R
z?$i_S5z<-N#KrvF91rsFFl#F-Z3l;7H8p(;3(bIlKphXvQ!=E6UkhXK7zquqm#h<z
zT-Im#9m2R-_^nMohxIow5AO<^rB9yiFKfHPOlSno3WOGbGrAM)P+fortb9?|*SoK5
zcCmqSbMwcQT|}A;oDb#t?XN@OeGhr0d&woI+}J&2ju&XxG!DR1D_+*ZAlCIor%kXX
z|BVlGEg@_hIWpXX;p_1{EUuH5V0U|iSWD%Nw%_^i#ns3)0Z$v9nXh082M@6+^;;TK
z>4g@MJ@v34y#N<2;tanNc45EcgB7N-*H~6eT(Fv#x0sV-Kt*NEpomUk1Q%n&yIL^)
zMMB+Qt@_u0K|`+0mx&<Iaa}DfS?Kx`WEbNL!KdI^qpoa9WH{*A9spqjij%aV(~v;D
z5e?TT0bw@bDs_L+coe4(S8y;f!&zFuI!pGI$B%shX0}dGH%w4XQE6Ava?{cxWn&lX
zA2?@at(1#QdVKV1lbW`0XL~8xXBE|i^$OFL%msI0vjNoL4QjyM^B_XXQ=18auTqm)
zI)#KncTI({ZJnb)gnuq`Y{Wdr7cJ$MBID}tlvr?n?5>k<pt%{q#(*!kD?@mA{0WKG
zS{iPngKtKLj>ZN53JTEhbaxp&Gtr4}TlqvF81pxkun3zwGFl-_L&KN4E`sX<Ja~FK
z)QP~=C!zXaqRa{Oj_&qSNS1|M<E0N`sy35|JKW^fhDJ!EPo-zz+K31h6!y|U1X>o8
zhv#50{s67(0lQbZf8TOgK=ppPJKkaMV#iXh5eR~lD&<&|=;dsYiy5Da0=N>=p)#sz
zIg1&2tJwuJ?}_kB0-8&`N`9We+ic*ISIyPljs70qK4&|RxBlMmR;4Y1I*>Q6Nbrd3
z8Y0HT1Qir^`WO}W?}U{Ai;V1~<6};sgv_Jeo5O|uZT;AgoSZP>z^9#?Kj-NQU!v1x
zP5O~aYY;xx*`N2ulEI8k{`_6+MHCHN6_d>WVOl2D5@0YOXpXj!F#$-2lc^5`|1Wxb
z@(Vq`N3R_rcV~ivs}ILBt>K}Xmxsq|Y3Zkb`<R*v9>ZQ8`A^PH|7$7;eP?7qf&)U#
z6F?z3%1>HOC?v9P`C)ni*Ie#AuA(s^;qvs9^VKW5&&Y}*v1?R&WBck%`)VU*r0kp2
z<Toj)Z{DR!G0?2i(xTNDJZd4SrMV=(whk(=aI?g-W@(X!H$K~az4NY-@){k%9#4-C
zQQw%x!<&%%FVqP-f`45+4vToi!>Vc`;%`387*>k)T0NYeE;3~shdntRG<kzN@^eGM
zDBIT;JCn$BMAvb9*f#u4M5L1|R?2g0b4g1p;l!80Mq0{hl~93V$|5Zj1yc{Fsr+@R
zj#i1Lf7>^!LsyENT-SacHSQj%+B&IoD;i)mndSgaiNIcomcExQ{o-r!=!M}pGMnUX
z?sNV(<>Iz5tZX08f~JfRw=Zi%!$bsvsVQI8)N0iC@anyn&Io?0sonGPpmXz|i`M=;
zU~FT>Fzt59A?a+g0kG&PwRyBh1W4T{Pxu^k^5Tb-lZ(7we~AA5uc9qm-oFg%B*L|`
z@1()_c7Ro=5DxmkKSf)${O$*lI2PiucXK%RMlTn4Z^T&3Vi+WT#coH}*Fp*=s=2<n
zqIMl>f?htSEkEWt$dmYtcDR2Y5J0=ltWar@c@H!TQD5x0BV;YaLkx)gjWG%^C0eWO
z9i4ope=q)vbuG1)4N@@hbO{QD>%OoOS_l3j>BKwES3hP*dV5TeqS+wiCwr(F2KU!;
zQ+A-l9MYTqsHaDlk#W?grsb@n`c`AYX?)miWaOy-%;PXZ9p@^;1gccao#POZgdzNU
zHnudmte~A@UXzemnuc+KnnwPj|2bEDLWSe>H8%j^owm=vcpLXmRzb=P1N$`WKsZFJ
zJ@y!H>ZS83<OewEU5ACqombcffl1?XA=VSp&1;v)j}H=m(%v|GrToyJn|PT1P-11}
z=W6F=so)c6qk^{J-Vt2~DDSDz-3RZY4{LATqTT7X%!6XlAlsAeSqPlUqhrvLk0I2*
z4!Nc_F{#gX!EAAU5?`bEqD0x9s*_!BPrmC3vk5vVjT<S8rhzv{U!cFtSLy>JH<%2#
zo{Fl7zZl`ebXY<7Fb_de0?@K=*CV9}KXxY;mPC9f&gLPMJ2nK85)vUjnZQq5%gIh$
zmR!5TV2dU+(MB*m8*4<L#;~zHZ$*sdqk<FCzz(1-9eq|i2#Dx)cLpfgRcMc`!Pw@D
z>d7Br1XU{Gt!x$JpDMvh6Du9~V2p&90J)-Ep$hhNq=#d2K$#ubhKDFwzVR~8C#8n2
zenn#xLkc6fxsUzq*$(Lq+;|NW8CCi6J~Cr9x5124tDHfm3J8E3T_q<!Lok)1=~&yH
z?eh09*kC8P@JTIb?VAbOK)?-!+}kt%Ia8qkzh}^Mh!K|2e?y@yF`%F|>WRa_%*oF#
z$m(m7?Q39k*PJ(sC$T_=tN0N00LP|=4-OZ+PnYSj%TLd+^D$Dx$E4re*+xH&$uzdK
zU$mTg^RTdOLv(YiYr3bVYF}G7HqH9`J@aZC_iVL4*a;sK{3FIS&M74=Bmk4DU=heK
z%v<RmIU44t=i_4#{QAq<^1L?nskx3s=N}n-I=0A}%nzb@X|DNj{NLhn|KV}$aP?ii
zX4ol5N5r4WBd_O2_0Ml}%|llGLi?v<eIg**bdv+1H<;_sJA?J|5#)r;vQ^!n$RA&4
ze$5<e)EQOU0MqLX(%Vf6e&}T5<8Ruk;>*V0mXzY&CS0Fyerb4x2TErY&LDlB<>QXw
zhsHdz$ii>F1B3BTe!jq2-o7W1jQ4UMV9~x0dGX1@_^XDaTO}4<JRlibGWxw|;Ugh7
zN$D5B-wiD6ql!&a4`LI(ZUa|kazrOI844AbgD7=te2TWuIqEk*>~dlm8W-=IdNwx1
zH<tV9q<gHHSQ69?g96a)Nr6p&@uP34v<5q%Kfs`l=DjYk;#prcPO%Nj<107)LzJ<4
zmcQ$FZSyMdO<XFlqedaz1qGQeq<xmdDAG;9FosVzfmb-1k~fqTsFN1arf?I-k^^I7
zJ-4gNIs@+<jO^4#K(~A3xV@AHn+E|buAg7VrKg3IkD9R#k@sF<&iA}Zl#U32xV8X6
z3Wub{(2NiGnT%BI-#+};^<dk|^6D#(cM>K~CoJtD=|SxOIjZ$Nexx_vlTN-OKU9SB
zG-G)1xp9*I9KQbSSq9@C8@~gG%&1C^dQwLry<`FT3ycqKIVxc$PPVeLiC-M!dm2Bz
zNsY<=F|J6lLx%6TqfP&cA#=$;+76r*GOs*@%lrW4VCqGIfnl<N=`VR8{@9*sF>Fh+
zcPt}5|D`JZozA^$h9Dr4ihn;WUOT6cCV|&+p^)fsC@0EoAMj0K5C*D?1CKEwKb~$X
zuF-W15}h^;Xz!=dY<3@Pzh1o2UWjzklW-X@fPEfsEgbiI@=;eG?KOYJ#P;#a6Uh@)
z5rKQw$c^owVM6tvBqGaSaV<BP;so=3`h;gkG_eYE^R|2f)s5;y5AiWnRYvHsupg!q
z2i)MLLO_C%;F2beuy?RFc?N13(^^zV7fj`EIP(Z+P~)~oOb$3T>xP{Kl#Y%qt}1|F
z@u_+ami2e<;_ndgCA=OXiIXvw0~DT~UFekN=kh3_TRHSAXQw2y%QV>4qFyMI6W$*P
zuLJ(n?sZq&<d0tkt-LD1rq0-4RVEpFcN4YJ?(GsU6K^eZwiTDzt1NgMgu=ZD$Gq*V
zI(u?NAy&O9$BbCV+b$?C3P8X<3I&hulfh(dB=|o&)CO63PeDZVzV_rp(p^+PQCxCb
zID$MmNP@LJSvW&vKhz5ec3=Sl!up~^${jq5dAR4vy@$c|>R>u5rWXRb&%PQoRXz7`
zsl9UYCfFxRrB>GnO*5}GF>G61tY4XX4Dq=ka?l$c|CJk#+}&6ni97$cx3{*Ab2hrX
zq>2Pzqw_f(^j&52qfD_ce%{S31sj>Ag-qR*|2T!)AN%O`sc6B&&5UqQjukln#3>oB
zv>0ow<65&>m%dzyZ)%}TrP)!UFZ_Dvc4($WWl*J+zeNvw>$Bf{vO)G!S^J<++|}m_
zu=lI7Ok~~Ll9QiR!Lr$UCnBV|Z@)4(PUs0O@CumqkAGCsqQxP0`T2Z!ahFQKd%S`s
z-)L6a)9QYIVI)rLE7^J6)^NSD;4r;zhBN>O;HJ(B7q1D~ZpQb?s*4b>>w)Eor`+Hy
zvr@d=DUfmWQko)nXh~FSekkUq1|lLj86lu%+4-+gk(0e;EHyM}IciS7xw3nPeLu+J
z&2Mr-D1=F+5D9LMu&;6S%}KIAH)J8f=>0;#rt3*QJ_yak7JXLqyTiGB&!s51N9Q^g
zA%Mwz;RC{k%Ysw}($k55-IUjC0*-l_{qK1fizbhuvMZB2ygz8!0;Y`e2bDAlYCuRO
z^qZ3v*~wm=k+^^jg|LBow(~OTy0KX?z=PegN$rstB+fMW040b@Zv^>8FW^Bo6K#3+
zDDVtxc2d|t+oyymAuKl=SSSPrIN1PnTU2Tn1n={~MHJ2VD2jQlw0%*qK&P_P2)s8v
zF~1~@%npCR10W6%E@%r?Emr4KT|5>W9Qrps5^;e~iogVJR(^i2C!_!Zwq;T3LXwZ8
zKw*%3n9xHMrKi{Y1`~BD0uEI`V)Zd96oAo&&ZOm33<3nZXB5Dne|=g-?H1?REg+UT
zXAGVxh~%>qli6g7-k_2@#}$5(&B5#hqgYUg7Vfd-BFYSK?^72GNFORei2#P(#D@!E
z|39!J1h&(?#u;I_fsexCopF)iU?^ml9APsU*LI5wtBEOfQ%92+BbdrNVbJsL=%^b9
zLDp&W!4`}s8`)c2mvXsk(M}k33*Dz>Ioa5jJ_c7h16;Xp5=t+v-+B9LUtNqNPe+JA
zJjD3bgekkq9H5d6vsW2Quk>3te+O>`V&Ub=t1hr6EU=!MvexCYP94Z^ILlw_#R4*8
zAIRcDHshpT#nmVizl<g}0bbJF`ybu-Se@<bc)f)kE&FxX9mj_rF@K^2TB(?WOele2
z&^~46hlqpK=<qb=U9ea^<jWN+3NuEX<SBxf+l`b8H1tvA?y2E6?p-x=FPs`ycdmVi
zDpY`K(3OUzbBVx7K+}bIFd?7loDiFrqybpfZ~|`u)Y=A<lhNS2f1OWSC|m74+@T)d
z>$*GZbtV;h!p!i~ElS8b?*BMCuRylnK8h1T%!HaX64j!pQHq*Djg}fkQJbnw>^)+y
zqN;Z7y+>`eSE*Ih-g~dAq(a{O->c*z7y0Gl$@4wud_RXF>IrTJo#3VzLc$;{1<x#j
z<HU*&F~Mc}1KRM1a<BqfS;YPApXrn?gf750a?i4vS8_s14)j0Z@`9$~KVd>@dbki2
zz6nT@hJOm)$%wFD+r&cwyZ<7^WRx=+j&WAQXK>N9ByxG!e3L~}um&jql1-HOP_7S7
zMBO%s7i#)&!0C*RAt8i+r1JCj?_rm6%h58+=Q?$nuk@!#^|dq_G#F{8BE}iCAB|KI
zH7j(qsoJq^n1-Z^<htJHioE~W<5}MW1U)+7vrxH&^+3ud+})+9!KLV#%TapBk*&AK
z72DJSd(q6Gm=5R9GBszOaTlI3gCrh<FLraf`(ip7t+Vt0p0%vlUB(<zs6*9;vxgpc
znha#`Ht{uFRrThO*Xu){beI@m9huI0Gi1K|Vy~+^Z`N@GV<&pO{4@Y{aTw@()4yuA
z((!LgluIXPYj*yYfpWLMkiEU4syTFEVxlZa;?at<cb2htR?~%~W3Corq^)bQcxbR`
ztI;IQ1n%9nJRH<Ud*?agM4aSvL)YrN-MXaeiFozxTZ~9OxrJ-+{1LqIWe%gn+;7RA
zAJQwEimln|0oEFpZZG`b$QdZwdV1`@jaQUqSFAO=z0A7x0#-n*J6q%*EUzp-{QYnN
zr*X5g%Aa1;O_0%h^Yo3rps|6FJXd70k`c>@|1uAO6i>+aassLNn^rpC1*m(&da1r_
z?|X+UWd$_c`K5Y5fRcxrijSiF1-5s^*Q?>nwoO~pq6njX*8o+>JqCf)SV;Gly-OU2
z733xG(`Psk|ACc&niyxSLuQSUj>i`}+cH;A_v_GS*g^lm8)ZOdYk8UPhmO;gh86eU
zlbY~#Wo0Xw8}AWcLcq(?90S-MA5V(*+pFKx6vD#f1Oe8ksRsvHpa1X%2g3gqemgqu
zotuB-DOxl&*3>ZG_)S&x*=rmDNJJQs)*~>bcu;(3c2mvD!^6Z2#3oF6pBQS%$vM2&
ze*TXJ0JyLwPuDR;oDn25gzQ8MAn2@d_$G!j#Tvi^=a9g;SJHS9bL2AcNBD(!=isVy
zl(E?^wS^MsMd%m#y~i1ApWogMj<yS`AwR|3h8G0kI<Tv+i9+FXClaQfYdImgpDsV;
z*Le6ci=MxjZz@g8P9yA43e(fyJoHRriGXLmygvKE27K_1SGY|4X_Yib?PKY}XHqI}
zaG(H)+S}PY071w_%*WC9IP+2ie3u(=Ukar242Lt-kk)&!$HOakslZ7j%!r*x$b3gU
z;&0E~e$5Qf^rK^q&B1g9N$SCZ;6dVNlD%l?n`OfwxCYD{hC-&Sg%%1yB3}rAK|jGD
zo=)Yhb7};my_>tr<saZy8WW8+5coi(O61s3Ma|JuR#x3P>f1LrJPbjySlZV|YAOzK
z@s%IR`DK_40feF1PF2;Ojq$p402Kb0N76NKP(m{V-QbI$NIZ1Vu_=QeflF=hXR#D{
z*pk!~ErvkH-M&wXPy;v?%+Yi21Gtk{rUu9s77Fis`{?1Uh3a#O>hh8Tbq#6YSgxAz
z<FahP->#=&?q^_#o%Y+0py43IpY0uY%lC~%1tNX@`G9<Y&|z*6p7v&pIc3<B&>`aR
z)d|+UxVso_QSAsW2#C{|nG2*e1g*i~=({AyAUTS&8l?lqQ*x&SCblp(s^CaHyl)N8
zKPaMXUfZNOFcacKf(!YpBMX~ls+&7=-0)~ZbIiZheW)u6Xw0=NeeG9RzN;AjCr;ag
zUadcjjK9k8hPsS62Um1+B7+III<MB94UqT7WDv&(e7`u;Eh%rl#uMxF^gQwRJv@>4
zDLSZ4h@jHTy)tl0sSYF|A_w*Lgjv-{;W-82o7!Kj2q<<bIlhdjx&|8`GPOsW76$H#
zi^R#%2-J%UVZ8$OABTq^->iu+g3hJx{wxTU4S4;%P{-|m1yyL>g|>U42d`!WeXh2_
zCVp4DxUlBgzY&@5n2q?uY6j4`p_*(L;N0|z>7cXuX8Wsz1{^}@yt#9EC~9oj*%5HO
zFtWX!lEPnY(tMT~zC12tWavjqh#wjG2*#-LEx7dG+JmCvx15}B2L?~fFg|WuV|#nc
zg71&+`cT7LeFr~<yP`N_E}JD2qI44!42{AiHZn3qJHGoLwn;Q0<^2LrDS=d-MN8Px
z+b^pt2I%AEo6Z*3)7hpI%wYr5DIb65cLd2<??_lby)`WTtFMUArJF4&X(TZ-7Di`c
z?U+?v$;8hC<>gA;+KLi_`6)XAF^~+6dl^A_nFpzT2MpSaIR_73GNkFz(&<uB^MGQx
z@iA-h9U=8-d^YdY3n)VpQxF_Y4I(ng>dKKk19SCtTgmy!xxe#~S96rO?>fv=F!QW8
z@1GzS?A<#niN4)Oi7NiLy2LPHh7PHRZDF)}G+mNil=w<7v@V5n0EW~xFN#r;>yYm$
z4{uW*{j&VgRR^q=h>V<E?A`R7Ou-lUK=~9Rc}Z`aY2wrIB6pYh<3rw>5NQUcj>pF>
zFvko>2nES2@u%Y?77ttr{O+M7#lYjtGCPR9oG@fJiIkW~RG?T%>Gy0l2p$`y-Kk`&
z)~t45Q(?DsM(@BF2d9+!BCw^op9uJ2V1VRleFkv*`xS-7#>pc|pawI$g=ce+4qn&9
zw4~Om07+x+D=r?Mlw?w$^H3TZcY2y(f-3T8at$1=`ryST#m7+iw+4P{LVV{JoWQ3v
z6`t<-92ShC62gAIZbv7mt>NiE2jpHEVGUuI+H~^1FeHS3k|u;3k~}+7lHM9um&&gR
zcisHWG{=T`e<UIy?QuB91pLA%>bSndk6<*U9(^hxWB5+d=!jm0-bAkUsSx(P{Y5uq
zhxE$CfqpZv&&~1*p=smv!NWk##lb5H?@vmKQ&DhW&IK7W_ERtT;-&DCCc8MIuMQ1M
zq(<Tn<01XXQ4E0%bgo%u#*({-Lj!_^WqYtG!6t&c^<g<dXK%P+ap_+68jyk@Qw4^t
zz`36?IoULc#A>H-;&hS0zNMJ3F-uGcbAV|Nah&&DU6QZ#^TlEpn+=~HnlfTH<7Q_}
z2q0ih2!#y9h;6C8y2Jm-ka`yqVtV)L4$1nABTEmscE<7ztfcP6iafwS>!s=f3vZIt
z*Xp5&842-G_*(=trAj#kUHMwpP<!SvaWSPc!+f-(Am0f@MNy(H&rIm&7~90~!t76g
z1B)82n{uUXoV-JyB^XLsR(h<X^-MztACpsEC+|7f_;s=LubkZ?R{nx`K&Hf*6tn?t
zbYLCo?Se4nF4k=kF|Y1Ig=elBgvC(Z@C*$2CMO6FoAcuw%<Zd_z~bw9)HN)v1B2M^
zZ3_IFl+G)U**E<_<oo3MxJle??N4p5M{%6^Vp{9-4BzH=-rkF7;`0!8sh-aObD`eP
zF`G}z-nibcBb6W}{64{|Gy7Up_(_91uc!O!$?@iaz*?{#6SJ2%mp>6u?sq5Op#k(j
zA9`R6Ju-w^`?5KFAS5M6?v)3u=w9V@UMR>U_w4%j?0%mKf@Zx8jSa*Duo*5YU!@l)
zG6L9I%b~fH^1PvB!7)o9d`O-GqD>P~pS#ssvS<7H?n~KH46VLOY;fum<*eb?sYB6W
zl;#hmd<354@jus2ge)=A&(UqJ(yYIxc@d;i$gjR;1AdD?Ay-vTh=foUrFn25q~WB<
zpvW$96tT9^dqH4u5OEMB2r5z!5s-sZbjy4>HP;8-;gf<q52<mC{1pF|?9YjTC6peP
zX9Uko1W?_@kA7D_k<MWktl@bSD$cKb19_f6E0uIlBI#Z)^^=h(#<7o#KVop7{wxE*
zz??c#tHnG!xHkdc!0z+92d>p3TP9At?K6g|XCZli0ht8lttCD8l$Rfvx9Ejnzz(!v
zvAbNYp~o<|G{XCrQOuM0{+W0U-&}+=1U+F)f+bk2TMzb{dwX8f;8*$mf-wzhYwR&o
zA%6#>`lOWSM24;5cF^0eHrc1GRJPS^wR_vjfQ7$T=+95S7<_FR&jc)YFTA#UbpncU
z(xEZt;c4dLN_{fMG&*wdL)9rVo<J{iW1H6gv`h4vgr&88LFX)7D==l4Z`46z1}Vk$
zgZQ^!t-?(XZzrnI+_oiA5KhwL;hjeK@e9vtY;541WK`<2p^>Y*=%QHl&tPVnbCn#*
z;RUiV3=&1Gp&kgv!mhRLPdalxO?8qPp&(9OwDW@_H)jNkYD{0|{ftiTy_BZ8VIT0u
z{x+?3$$S?Fx6gwq<KyZ({_zLluk}K<2<S!L{9F_K5TF4EK$${sLD-<#6i8$xS`vGv
za-Up5x`0K*X`Qd0g+5tb0K4_=Pvzz`*7{CX@Woxr<SwpiF#2%#bbVa1l)*#y3_KS&
zXIK0JCI$hh2!My}Q=tq8`F%#xEj`D{(cjHuTFuC`*>|B`ngWDCeHa6v8x;Yj0?Bz=
zW0%qce~w{=P{cm^U&<)9Nf*(g#?ShNuv5s0Ye(cUN%msC^xu;k69hWDTZU`p>f*W~
z?{4Q*3ayVOn1*0^u^}!!UzdK5oP(hXuo^0~*zOr49YEJiYo(bH5&h^=dBP*}MmDJ_
z{CW8OxHV|O!rwP7nC=df(OR$r%tblmU4ipirY6KMio4SwY_)Jh_3}#C`&hhPM5?&)
zd%K8*XH=Maw(B0kv`1U+cNpf^;mj46nDJ-Ij?{F_1_q<6%jfU!kIq;W?P&46IrR1H
zX!X2)f+EID^r}L-z_>e!yEFO<J;J}s*A7GB??gn=c7bo@n_6$G8r_W?t&JejML->P
z!opuifS0x(4E$bMyf<{Wey?C^9n}<=RlbX(djx+m>U$Xj%ilD<AxHc89(x`b*qzi(
z{F1;qv4Q+Vzr7>kT3G}Mun_BY$cOG2*d22G9Q-MHjEYXu9!TF!1L>1NWh|hWn=Zu6
z@$ZnHYt7%0=Qg+UbZvjr4j7ncf60{PT2)lp6*OK7MBva{_w5c@CMRWDKcgZn)}U@z
z@rV1+*;RkJ!0VT{Qgr`_lH0D|ovx5U33(xZiHJ4mj+$2!JkJCmpgS{*a5%FC2*?Z3
z4qf-h;MOKFYJZ*;3OZu4NQGr+-^<bf`+OL(6vwzj-jJ&tYJ{HS$Y*piYB-?zg8A4x
zE_$A)GNA^G5nAYcsSkMybMs1bT0JaBJ;ziA)|~Pz_Hwn~>UX#z;d`(l5I!B?`Eh*a
z2Yj5Ly6rhkIup@BmmCSEcU6H3ZP5%|PhJI?HbVvQ67YiXSzTEANRpT~l%Q;o@PT%D
z#fQObh7eP>1bMf_x0J!bcvQ|q9x^Tyidpg^0y4}3-=vgxh<)YRePP=XA7!N>7}Gu*
zXbC3x`Um6;K1Z+(B3rz`zu%2dJ^TndM|2_*LncT~b5hJB4^u_L*92WaK-LST9x5s^
z02~w=25$elGxXTxCoBiS3+!b(3wg&Hc8P0w>tf}i3!vlOp%bebdknLVa-TM{A022p
zQ!^zEmqcjPkO{TplSZ1Vq%z4$BSz^}SFB~P81YlTM`mC4t<;PNU<m?3dNGi7_%{8g
zxOOfSG&56^78&*N;*Lyu3!H#A(#r<<hHKs}EBv}V;n%$d#x1&5MZsZQCog2h+Vaoj
zR=m5@pj&4Imoj3leHv_Gl9LHS8mP%RWwT%q=Oe;yabAS`L1O~FSxqCEn=zt+{wKez
z71a>cZUt8-ZtRJOi&ypqo`q<IezgD|c6R9z&2q@!(#HlyZk?MO8Q#kcI{Wh~!gg^M
z>RKHHPf~h8W<h;$Ps>0{sO{;+KOr)rx|sJZg%)T_Ey6EC3O(qJgUkLI6@{Kl!k$a?
z7qa<nvVF^#(%}Ar#7k#|m^J9w&Xa$Z{2GLcIAeY(Nq>5J@+?Z8?H&>S=0EBDw)XG_
z$@d2*@?~(CbxG342yxtHgGuncd;|l<^xBndrMfI3Q6Q+kV5Z~@K#-F8C#xGQ-1od<
zhj)=VU4Tz_6f5+$3%54o(t00TYzhAupANPpnn8nDm&ZZ>Wc5T=LC+s0xe&En%9i!q
z?4zkZ>JI1eyz6#tcm`dA*z&oYg&-m;cQ-Wc12klOzAA1t?KrK%>a8$aMv=$S_KMh>
zw(T7ww@dLK6e8(VHF0aL?AfGamg{^i-Y*wt_Kwef9M;t*ZG~L4_S&{nJrg#xCmEDP
zED#f-yO`b-lh=`#oD<dL{YbHCA-CiH3wMd1h#Ry~l>Qydu?kIs0WH`J3(9E1r4l}x
zDUZ7Ajk>>BcGq5ZkF_-HrA?ba$a2gWaZKZ08;KRHfHlN@&U*ctMF)Kk0`t!H_G~nj
zhQ8rRhvsSl)euc^|9iY%AI>r-n3R^igM6ei3*U|1z8mvjNHTWVWo3ze&soScx&D~F
zTVLX<uc!F+@z(X>Ss{&8sfc<RVH$yY+4>8w5IXg|(Zk;!bcbS|KY9;;?L;+bOzq57
zZBK+-OEjLk+0Je@obGrYxzj=sr{YJG?n_GMRC88LB5TZ2M_+_JMC`<CxBS#bT@((#
z?%YKrPFnTW9}3ZTwj-`aXADkHs&b<4X2(r1cQLbpem8&lPgiblnpSTIJy)@uDW2Gi
zQ>RWe57GXbO{XU|gJ<MW$hBO)j_K>hquAPH(t`Q<je@PBz0`$?n&JA~FJ@*vXJ-eI
zkqeQLtwSaM_85dEg!?(aJ>+P3Koa$&_WUE&WP??2Ifg(*(%%K`xXbMIQp7`0L`1Mr
zL@>_d{AA3gBdaA>Hn_QD!S!*aw|-(`Pj_@(?Lk>-Yx;a^dW$$7ct)tFtn}jI{8!?q
zo}TVt0QpOmPk9f>)knCw2g=F?Q4+HY(Hl`C{!+6<g-wc<*BnZx>K4;ZF76(<RHCHT
z=j%bm)1h!j<w6|yI7Pfarm}L1;^U@!-sC}gZu&y*f_Pd<Ky#^gMT0}xch`4I&t{kF
z@$Pbqul+p7^P0&%TUi+_3J#0R&k6IDK`Sens!G4;=z>YYB2_<`<w6*#NR{+UVsi>;
zt{H{S7qzC+sj0hVv@<E5P?Ga@HMca0-sc(n`aHyWmqxS>USLY-&M+4lPNo4_IuqyH
z-wdgl^ysJFbveHn>k5-9MF*D&Lz;vhPp6$kn*(yb2u6N&rLpS<HPle{=$2Y=N(tIK
zPec+E_GR7n$<#QZN^I)!37yw)PHfgB6}<)K1b(yP+}v?)$!aowCPkY3#P3sAN+AtB
zSPtd~AjQbP3hCt;Qv~(qmEU{w&gJ69n#Le9F=oH@-~7LUuz{Wa@FH)`O<r6k+HRnH
z2n)NH1g1&(Yu3dl+DU+s7sr72DIS;R6(psHzF=d6Om2T-kO%XVNU1!)tq=#iH-%&S
zpM(FHG#9qE6m<cRXXwY0#t%sEGkcRn-s7h#A#leLGhbR}e%6Ry4<H&x6jk%vCXi{6
zQ_<^wPW+YhX+A4u)<|zILLBE;C@9<#qNUOpk01Y_sGaPIM0_))p#rRbR^cb+0{Ljx
z`6E(Fjvp*8rs$ZWCa4c_@KjVcKP;XN(lQrZuMvvh``@(}9psb|EdT-d0*qgb3ny86
zZG7n;InF+WYD1{s_CyQVCTcN_SvHzSw$wC(dq-($pSo3;TFKwQUmw4CO@WGVK0<EO
z$`7;fA2aV@W@Pb^{$LQ$M+Z{^Ah;n<=f{(o=uo1jZX|A<R0A=QIIQ;q@Uw~dS!sYs
z2rp!EQ438tMEr1p=#9^yb;aWIZULft#*XWvX78_;eL{H7gY$W7XTK(t{UR!&Usk9{
z&-(GTNlCS_vlD-Pyzz614??AnUY<uME(Nb(^6q+m;j7Yd(Z}h=d=PMMEF}1MW~us!
zfuTd<*$qmP$SlR=$tsFefIxcUEvqd4`J$3~VCUZ>FyyJE_xT{__~ZEOTl{DuI2G(c
zkUZDL^0Dt}5TAzDz&1|Gswayt{_qxGW@x}s#d7vW0I=d&TE1&u{JxaHmYy#2=#%jY
z^r3Fo#9rm(4__@I@CSNm{)<iOGJHor?-0F6&udl;E|_+Dj^Fl|d<QGju19=;3muP}
zbf6D)ov<Ibt8wo}=uK|VqPZehJK?XpE=_VNHzzlpbV-n2zNdE?zSkY?D(K*KNI`nL
z`(ZiLY-hXA)zudsJT_y)c2uwhTe1N6chq|`GY5~q>(kT2z)afSCL-eM_1?<rQx_9{
zl~qd{Y@N1`gZ0@!&5=kBXbqyJ1-7zc?WK1PpyCd>!p-?c9T>v<!Wtz=?vLfVtHy1A
zudbL*t5*GpkIc~jL{m~$4V!VLlfOpLVe~@v>cv*Si;8B8idcJ_2<pt=Z><FV`Jg`j
zCGKxwQBm5#fhMMShzDY2*;H64%2_-;$T{<3kSu?r?7=4YCs1;Yo^2Z_8i>}|V|u%G
zFa6Y2WL)&&xC{esz{i=mLy8zcT{A5gOiqrhhdtV2gZs0Vt<cj9GE(uEcQ9rkp2n)c
z<b)VuO>P4VY2>4q<Cb^?UTb)48WH%~xS$Xoi2z<tx>-T1N2rlqU9ERnse4h2e^sGt
zu0s37Lc<)NKJ~TH!6!ZyS&i5g#;?tyf`kk~2b>>1u#S&b=0*bVBFJLK`EuDT@6LJe
z3oANO{xvx`Np&b;;(cPPqFx>yJM{NF+S!G?M!-|>srYv%>`N(s+(IlXrOiGw93A#o
zP5ucB`)db_*T)v(ZK|I8X{RDJ;)tOYR7p%&VKzH|&!FhDr>zgA>T|VWrB2LFr<oBo
z=B8)jhB(>iU%?2=*WGRx_??E4P%t$_&&{+K9;V@FEHMOmC|b?l36G8cO)V=k4VihC
zpZD*jw#BzbzHj+uQRm>}<K0CV??F(%b!qt_HP2A9h(Kf>q(tcCqxw<=86e*O!^!y)
zW&xm)&|hpFkv15o#3HCpKOREv-4W_f-O{&>4vU!!K31onlnD8ob_wHR9p|rFe|Nc?
zJ(e99_w$K#wvm^J)b)GYoyonv;fbMT>HVv*6P3}*%Nh60;Ang<SfbY9xih_6<HVxq
z)F^w{AP$=r+w%#ko!^5Al2<g$;ARmse*o&QWseKYd87qLd?Of?;hMDxqshO>AgzV#
zatzAAb%w+8VY~#R))#~<VL6*%`vc-+VTw?F7%n`g9a<X}EVizwq^leSpHhW6tZjk2
zm>B-9`Tqjs=5z6`6wyU8<7D?P+V^+?8Vjs*A944aNLbJt$m`l?R&g1vX_;;kHam`v
zCyr{QAYqd(3?8Z*jUw5#81x>Ddk&Q#A_d$Li{88U$D}KW^sf6f=@F@F$jgi<3%6o`
zdiu>*fve{pJ!IRBib_jhrZ&d=EgO2!Oif}+c1hr2L@YX@TP8E;1<h6neO#)3=HI3|
zoRqYbXC$>@C}mD%)uhb1D_}tE7kDQ4EJWz{`5IgKvaj07FR8Lp%aW?NVUjZ<Uj}qe
zr-j5?gwbNtzCHV$?B`8rV=l&A3mcXgXgXyo$oQ7lqMGTm!S<BVyccxly>(eHHm6lf
z{&mVZ_}@ah@3#hWw{L$Btn;zvog$l1;pxAnr7oC|?zm&39GJET9&)a_%11+fSwm&Y
zx_C@e1LEVu(RQT@J`xmNal)16S(v?da-Z(Ldl>JuzhkpYJ9Hg?M*fmKatIXjB=TjI
z@=JQl?FRZ}Wu8zA)YIuDpIUjp1_PJ+;%j3QY_#@24Q``NNTk{RznVYWh*cHFR)H;0
z-(^73<7w$bTIu6bzu#JS6~!C+>f2f`X$uWd@9loKPKI?OajNDPKBns&9N&r~?y|bi
z!Wg=Xjbka-Z~qSaR^m#9mmImj&ujR7uR61R-A!w@QW%X>3S;_hTnQfo<+dKh?e>AK
z2FMGPu8I}^6of|I3zn4?Rzgij_-L?)L#vktYp18;;2>R|B*P#Fykk7N2fbqtdsiM#
zt<W6K$$^0OVCMe>1H&xB;PM=FUROW0t`b(^Q`<9cfoLiFSKp6D{4%+7f<RlnSUj}6
z!yF^kT7>fH09W=0Tn}TzBcR(uLifVV<CpTs3c#P>5Iok44T!#R1uyupmK|N2Pv~qx
zcz#cTBzh-iYrc*~*aWc?q2m5r_u#VX8LgocU;F$UzqW>?wTQ-x8wUYN_!ZuI2%-U(
z&|lZo{g}zQUqDAL-c)%ZD?v`)qePCx``fiGxE7%n3}tO3gEs0Q{q!6v4Zn;)#V+s-
zL!auzPZ&?K`SDd5pH}(L8@2J3`cC4Mk*vR>(w{`6liy$oQN$NAe+04ex>vVq>#vk(
z%@``T!5Jg0B64>cb#Dy()b+f|%hr4py6a$pr4OCTV7^?O@|nqR?uFzP<p4cB1MQdw
zH#yZ<g(bh)T{}`Nf8`dx-#Ps@<P2#Bw(XqOye$;jrhmuXIiZaX3m@j6)(MO%(QK9@
z=4HHu{Z|s$^EIgrzyPSVVESTGvu=+Dq5hg6IFaxPeR5O0-ZOn%O&2%=NAqOcx`@C<
zc-qya5um>DOPL^B6z_VM|J{V;T^pMCIiU6jpqr7cL{;{OjQ!$9ASwz&;J*^^V5z1W
zqp&LJ^-mNMi3=wgUIzvTYCy=c(T8roIZ+WG@!k55F@K(95KZ7@SZNp|C?LTCOezw!
zQoy7U%AAQ>i;g}ni>Ae_Y9q+3wavsRG=&YtJ`?cO=-{7A<2YrZ?SvtY2ib{%Vpu%L
zMs_qD6BrlRbwdxEQYTe<g~3T98KdBgSsCkY*q!W44onFxA+}4q>mhK*5Ynemvxq(u
zYssuzLlM6w1mL4X!U@j7TlY8^<Yi^?kU^UICvQ&PtVhjw;r8u3jErwscmK*)eJxt?
z_vj8W7X18aKZdbim&f*`!L8!z)$HIvXJ+=zzhBh0!kRhgld($A>k~f$)cVTz>eHp$
zbW}u!6Q2;e_tzI)GJ2DrS%D(YZ@k<Nx*;LZhrjGt5=WjKtGIs@DiII6yf^6at6t*s
zuk`$Tw!L}WA#y7IfKoI-YsmR%XzAccQ`m%|<#^>3bQ!W!rDZF=bH9z(?N8;OzY8bZ
zC}MJP17g`bMD$=cc(T|iflDP|>#?yI8$`|ONluU{CWK@Y8v6wkLUj(7xK6V@eNKrE
zY0au#;A5Zp8ZqNBObdB+XI6YC7!Kz`MMyDY5wBM99)?rYWqct#mD;O0g)Bh#loHq?
z;LHk}Y`UTA-m&*^zZG6RQt%MR#O>shm0cU;(1g$xKaLH9F$c3j%-;U)lR-R`$z(t|
zjG!WLVUwI7s9qp4L>{;iIafayCQ&D5D&0om2I+46tqd`jC;3*JtH)k*sZXq@so}pD
z7`<Ut`*^3=f3$*&^NBws2*OP0y!12VmLtqPK@)-#cW@+hI4H@Sp^o{f2awP?k`1!P
z4FB&-fn@Q~rq;zc#E~CPrN${cct`8?TLi=k2n>OeG*=4lq$z;l32hmMUM#V{A`Le9
zqy<sLd(Hqbv)^#E53U2B;SM8w(hc_Kl;`aIzV`rZ#V}r88X92h6Pz0i;C+0@wADL^
zim2@B^~J?R*Lq)yqi_#r9q$t#7zB6#1OcDCybJms(+!4hLai&HZ4^Vq&oPkWhr7@X
z+W!m`L_d{jNzgV@<319NJO>-1`<2iUuR*{ND7BZiFEY*9@KS*{frwO`Khh6|d(ID}
zuV^CRc+sYy7v#F1yX9Gk!W_-WuxnXs7dURxh`=3E9+o+TfiDm%JfHyqHSz=`nGE-y
zJID5E;gb->`C3puE+X!sI^H#bFc|)XfPStA|7?8rD4*v^o2Zm}x;|{=G3yAuDy{ZU
zI-MspB=n@^bY$H07sI>t!#h)iWTk~MKMHp@W5$(ev%sS=r`h#;Uj)b1(;8GVYa`Rd
zsRS))#9L&nU7A)?v&JLic58}m64IG4m#LhTV82doA(;|fpX*L8xIVYRD;4t5W|ASe
z5B_ja#?<t_BQCgzWkL~~lFNJw#K}z@sRYQiwTSEyng6l{!oNFh{7fir@4EnliSkJT
z5dTW&LxtBo0v?i`%M8lc`-q6h2xS{#(=Y^z<E4}EkDXyZ=E)`fnyX+QBKRcP9~h)Z
zW!4Uu0q5R#_`4nPa0naxif&k7oWRO=?Z-5iyn#^3Kz@nDh%mbM9Upr-ANzei_9X%<
zcUpKnk-o@vWzCamEBpyUr@$&-z?XYNIb}@2@q~=JarryaWhc@_C(>0X(z)y5s<v;6
znys7FN-sGz7TI>8V#hc$zn7cxDJ4?FHP4sQEQ~0ILtW9CbrKPN1epD*z5TlMq9#+r
z{l2dIeXahFYX{AAJgA8+3hQ&CZ{7srV+0cDUq*hVRWaJ*I%TItk#?QZ8^5Y|d)^|F
z4}&@ub2=6iIx@&7U0Hs)GcNtWby8Yi{&Vw^YRhbMN1Gc3w6S&?&9*quSJTe#&*g1S
z6gaFFSgc0wi8t&?G@ZCQi2k90o_|UO{?P|sFDj6?aKzqZWsr;-#qxBd>ibt#Tp3$n
zKW9bhZmOKpRo@=Y_;$A3oPo>Lt>2&Zk3fwB&v%<}tdWz9z#Gb)h|{}Ei8Ju(?P3%5
zV%Br@?&{D9m*p9eY4<v}BOh39zp~x$*^G)>^uJBPBQf=Z3jGm!`tBa}L0(>HZt5xY
z9V@FbEfrgAY)Mpf#mBg+n2%KbgEO2Dg*iAx9&v~aa83{Q0X~+HN*f$(rtF?LkNtR#
zKe}AZEC1w)d}U?Nu|wXH*Gp;Ev|OZuvu2O$<IxuVjYK({7B~lR29`<l_O-T-T2jhK
z8hVQDU6uO!hr46$MMaIpMU8Cx`(O3-m(ghd{(c55OJ!-6tv#HeKdfqO<Tmk8J_i;K
zmz7M-!o$=w3J@5fFZ<EOXT9p`GMSmJG9m%=)=DPWFIA4JK}OaNU%Pwl9WopbQ}-Vp
znQ8uNo1Pl92Y*))n`axSnbek_vi_>fQNdUeI@g>>&#uKQRT#{wTCWhT;u8~7+qdT(
zXj7^U3o<cJ7|0>>brEDsFIwMBEA3`*v(|g5fk1W!@^ulB%ZGTttdSqZHnaKVEGBYb
z8WG)Gpg7mFbp(h!l1FawyO0fRk>{%z>440{akJ1}_Y?fr262wgYL3ou*x7Lp9UZ8x
zp01d{>|ESsBQ{qM8<cxb$MmS7$O+|JAwb@=i1*AP6wWOEGX%6zL$wNe<T*Hjh>(R+
z;y7}R@pZfFH`Hv9la+bn0JJnRtfRaCj_nauZG%nP*RV$+h1<Qfa^zxaGrz~DMaO1E
z$B=;~<=ItKuX6ze6qH{W@~fG-sg%iLd<C>qzD^~l%_L?aNpbp#`wwztWK4N<RB2>1
zZ%iZ?MX$1thHOw^75^S!+)djw(+m^RX2%T&!6^D<#QG%!fPe=e0ILWpq5$V*o08}@
zO$%9#dHWy*evrJNQuNYSjTLy_!p5FY0eayq`07n~P7oJ&;?DLPGQ~G}TpX_$Sh+zY
z+@yc_&n`y^2-nF7!ui{oCnO+?U8o3EekdOtR@bcn!9r3aP()j3_`P*9Lg1hb#EdKp
zr#v8NfDXX>>v1X6{3Wx`!KZFZu)p^@yD)1Lc{LzZbJ+&9ZI0W}knPCGY0rv|;V*tJ
zCOjMYq1VrHU}s<);i}itk|0ds`>;Rw=(T;O0Qdc~H;-u`b1^lGrrGNrlJv9h7tWVJ
z0bL!%ODQ!hG{AAjaZWDK+9RBhf3}eX0tR%w>s1*CFaz8f;vlj)WCZa&63h40g9Edi
zAh5K&daCV7>po>0)mIL$q-PToDYF`n4e27}Bk|?7X#Q-`0+0;6xnHdSpiq$1(@Oex
z5`r(W|ISdiHnF{LnEL-+Tva=+5W1h;h75LkWB!2EO)&fDk<NCnTc<-4%*_b@o&W7s
z=XbBG6stoSoLmzzI39rA+dpNMMn5s6xPFVJt>|emaN;xZCrmPTbfyp>NC?lJ%=pz^
zE_IvIpIG>}s{i*Gnr_Z$!76?6!@EVRMe*I*S}hmjC0G2apgZI?a-E5N)03m<RDHa1
z?5l}EJL>2c?NTAX;|ltIFpCC6JsZo4={@Af0`AsFXR%cvI7kB$c(;KI>&QJG_;;Em
z4?O>KGibLe<@e|Kpw~0w()4N>w_AC0y}I0XO)=WijGk$*t4`Ub0lomL)6)y!E;&B;
z!y|A~mMHOB)Bg9lW%rJJ|0)VkCa87gltZP^u|xe=7BZuUip_KJf^PdWY=0it6ors9
zI}1!f{fVc79<XY54lFHT00RvsnVmHqHGj+l&ij92rb_n*H$Ru>Z(c_zo%{$t9exjj
z*Gb5SG!_0jlu8_7kaBX&sw~eaDGAzB3>J0qQ55<+-nX^T3^a2y)X}!Ld~dJtLe<+#
zRp0s>Oe{|f);>W$C$F64iHP$=RH^^B;8g`(BYr9a_X$~L(eDUAtik1pfe(1N#Q23P
zU=PZKrDapo-{LAUNn2zU9{qrV0<6;k*oh$;2yP4NtC7kwb?lBw_;0*`kmTPj|H2;+
zkdTuMYl0`i27o@QFFFDx<Yb46<%ffI_c?9TIqWhx4-JYl7CsnA(2Hw+maV>OK;~xD
zQ4J8pt`53}aoU<WIz*u&=u=?9dR}!Ppe1H(Xrk_g<Sgty4Gm6v(hiNV^zwPJu<$Qa
zY~5?<Ea~pVqRs828^{+AgHX0gp+XVk8nxYDTToP5q%RE0%I+N)<k(CPrCQnUY_HK!
z0v~V}JrpX>ZLh2Da3%-6;1`!D7|DV8-0;gAPyP}QQ8MDWPv8@wqzy#N=cb~F!*NSa
zTwHtH+$XXuL_jJH*R>umZam4Hih^>cCPeLb3ldI)#RP>4*F{;`KUV|=ErJ4Ghf)v#
zZy${+d(eZTw``HA={T<N4ahB2vOd1Zs^%8|u2)Spw~_$Z|GhS<4doOg!uZE9_VrRR
zY5Wfz-~w?1xYy#EIO6mbvD2%6RUU50K)n*G*U37R+q7<lnRcP)91p)SWS6hu%)8Ar
z3>(0dAdaTCMF<zr*<NCF{1@v&O`&5E<f;++yQM`)?;ShN!+V9o=fUY8%u*RHuOG!d
zN94{!UjYGw@{JmhBGy4MdSH9{bR-*pnMSe+`~q(p$q^5ivV9C5ZDxZ6%fp7Scs2OM
z>4+zP4A&GzbW^yUUgajPg;F;s4@P~~5O2;%%dQphY!b+)i~T(9hnu@MVNkB=K<A#B
zzR=GyImC2>4zRNqXu?fs7ZQO9i2^q(<>y<`oP~_Yo`FeGvH^RipdI{{^%5!@sKCca
zaelcY?{&!(<qqH246F7w&)^KJ%#k#PES1no_HHo82S>4A4cHvoqPP1;l6kq_ppGyW
zZeNe1x$hRlL&Ueoi*8N#FnH(?${$b>6!Fz@r^YHW0fWEk>4GIF#@E#{0|ATQ4^C@)
zM+RyvBYoU9pu*aowq^Ua-PoL$n2@;4z`4P5@Vomr!qeBK<tI8ixch%joqs$j1f(ci
z@|0BWqb39)ix)aE`SjPKH?BGu)h$(|=sOyBBr5vcZ+N4mVf3YM)}!&>l_x=`v?u$}
z(?Ag^-a42_E%&qh=hg5BB@8{+x#2}&zZ+F@V66|EeEz{@D_#|<hZ7l-gFBcR{iMXt
zd<w8LHCx*nyRF}@6aqKvS6Yju;4IwPZYfgx+$Q<j74AA!?mBGh3Go_`8M|czIhq&r
zaF7?9ZT6pOspRS5$DsS&^m&8$G=1NbFC<<EFH#hWD)i6VktT<sQ+QnYlC6yJK$_{&
zx|t$6sZT#;3nyj>B+>Fn(a&d4|Na75V&&oQhlDlj=I6=b%i)>g{lqK7|3de?VtvCO
zg={ctSCXb_(Z`khC1ut=KCdBsjRg5I5BpCBuB&d-vsFFIWyY*c(TsM3?}DHU_XzqQ
zb9I7_UxQOVC<1WAgZ__n4`J+t=j?=f@thaA8nV(!9OIxjA4arj8tC;?Z1H8b2m+cX
z-}sd`Y^i0e8T&qOmFtSYdxE#sHAD<hZr(+V+ye;*hj9ythk0eK`{73K77TKjAD6TZ
zEb##ccrCFNti9v4W9hNlIG|r{sD79?o7kE{{V6kWuQKr0Y|U?+3Xy=#t&YQhjb?b(
zpbO=1^`ZuBUFU5r_HB(OZ_|4udV(`_2xo^c`BQfI=yp}NtX|b?Xr+Lp`8m7z2f|J*
zY;1hDhNAp$z<Yc9<@<X<R0~B7NGS*=r|_RjoZkd&KRVM-qX*1gW_S+#$Kf%QKMaW+
zKLgv>VJYQc0q6NB;)Bk)`}Str^x2zGX-XN)(Ot}_c8H4+E&DW+-q0Ww$XamEd<k_S
zW2@m+k3|;k25N*NKOG(m>;3c+@bh|u^XCZ{MYq5VrC7uSlxg*}6GemWa=<>sb`8kO
zR0hHB%z80h$a~Nh83UryZBN$t;BDxyz;n+yEsJIh0WkP@#!H&^dKX&rAkaO@H*TXd
z<6@P0F~9lN_K<bx?*PReK9;BSo4MVb;t@liq&=mFnq%ji3$P1N?uX3Ug$rTm00&`c
z9v}oo{0NZS7!pdIJ*-~HKIb~}J%i>tQwmar4mKDz1NX~+K79xcTt8cQ>>2R9PR@7M
zm%nghG|z7qbITLB8*o*7opTX)t6qUP?Zb9Fa(3>V;~Tf40_hC0@@-At5)YIr*(7^8
zDfI7umwEA#0m9!-uh4KFKDYjzETJ5~4-g&C;zP3z2lX&$BjJ9Me<Fg!bB^VDbJeGE
z)kj!)zKfOabU7xFQ{x0E);~SV+-gSLYUVn7k>2Jk#u3t;mpN^yRNe7?Seo6mp7MdA
zOZS%t>kgVDWzE<96K98|`=T*1tA-t@tC?+2(Guay!$na|<oV3;qLbr_kL&S{ZjH5Z
z>%ac6ZQYoZ-@9WtV4VR|MgWYdjq}Sg00TQ|`L)oZz50}sCKoN2th<zv#-sMb`lC9v
zLZ3Ea1PLaXOls0^{SyxI>tw^^XwK?|O6A-Fw-R~0YfZi{@nrhjXim^v!=lf1Km>sp
z$h&8gfunsfJkuo@!xlY6Jj-C$_k;)(N(*J`Eg|d`>|0_>{l^~}cm~9pdi{#RfEA0c
zDAP}u>;QMN@~4rlRka6Iy=CIzE`-4Hu8H3gW%-`5=iot4Tv}(@U(Pc=Y9;Hl577r7
zqBUs6ABu`AGbEg9Ai#k6DIuVCbpk&^9h{rhn@VeDFAI~5PuqydZCV0!yPKtc2K5|i
z=cHLCv{(v+!9mX{yI-;~5aJhP4@GDt)q^0QZ>E`zz0SJi3*nzJW+8zfPaIw~h%h*Y
z#h{j~p-IZl>RuhyB1B@*)Ih=BKE%O3q{1OYja>x!Rs@+Gomoc$=hgdJc{^Hp`%~@4
z83x?E6b;C%Gbwr@%N$O&QBuza2W@eUPz6Ea!Us|nBYKA@i7Aewyb}iR5^`^Idj({~
z)&Pdbgf`H)=l7wWPo=xH`sPug_2<r^@r6|M-e|(pGr=+J+Iz3*ACSP9TcagnzHo>Z
z!t=ujHPbe|So=#L{$2N8bH+Kze_~E<0Zfd}e2QA;Sa5#*p%ekf2jij-5O&|}_sAEY
z2+ifkK;3ST)VE#u;BS9I{>n0<ps>Ik3o@ES)d0u|?{i97ErFk+VL}RPtuSUp0bu#-
z?`{_q{zb&pTw6{252w%1ADm5PFjJk$%*{nCm_@Lm<&*O3Fo3Dwh@Zb7t<2ND342KI
z34{EAZbNZm++D<b&e@02Di5OLTf|z-n~^=P7VAI3CqNl7HiWdPK+m(}^6xogWO0F}
z3&fNGIRT`UNYe+Pu=~NTvJgzom%zx~w!yaMsl*LMHf--(LLdh0Rls$FBefmKtI3Mx
z5fV7%AuNxg0wY~E`o%9djSN2{l$n<&7+B8!j-Hcofk+=qF}<Zi7M-HPQCq+JzKw0g
zo_ssHi*3)X$eYak6(!lN8Zd8fJa1oRD$?f0QUCt0;Sa-C=Z5Czeuk5N+TA_#?O{Pj
z-qo?sXSKCWf4=J<&5TW#rWSD*c<<uWmD+JS#5ZnsEcBGZGj`UM1|Rn@jbv&dFsJ0}
z=7FDfkFa>7(%~j8rRS<^GQ-J+CS5lKqtTOFfe9ESQ`NHGuO*LXp{R&E^(`T5ppXm(
zckqhr-(BK_Gh|T2I%hBVD7smk9!@ii8%Hj30p{iF_+t@)Sy<#l2HtE!)<!t{!5ZC=
z>6w-%tJMZHfCkgG4*3bl-GbJrxN=0q^Uk*g870;;bERzY<@oKiM%RnnL5g2#<i8@L
z8<f3zt?9}PB+nUw@HIX{$cl{!qk3Vu8#FF(H*B5re%?z=O}=b+?L^iCdDc=#!W$9k
zw+4VkuMyKF;{KmxN8M>Y(%M#SMv8BNt3F2-9VT(SHRPB^?;SBHc}JvAm85S*rf=4y
zhmdP}CfJC*5&jzfO+;bQMq`A8Noo4)zzj2|4ok5POOZAUhxYNH&XJPNks@v+;BJ)X
zZVV~&AUOC-pxw43TrfiXL!f=pzpu-}Eqiwlzq&SL#e(>|A|))V_eRPx+Vty~)Y`L-
zY|HB1Io9~e<&$0?$EW6;hCY9c`r3>ZuF$XljeYb{qiBuGGos8h`s?0yWarNE;-A_T
z5r#uPJ}$pwd57&y+a6WGMv~G(X5epg>+XKBZWr6DkD3449#!%*NZGNlABMO(SylOY
zqQ_1hEAO1Q_rW;6>&3=)wn@jG&{{-w2WI^^16L7sd)ah)cX8Y%(|NO_zUp^7SiOpy
z;h2=!0_r>NZa+6Tovz+&{A<|VrH87<%6~!B*1I+uht^IbH}Xz0kN(E~NuEw3QjJi5
zZSzXSMoq=WOr-)g_bVy=S865@lE=qK=@D6%kRWH$Ss}#wLx6XFK0;rg&>)-AxrSm_
zV!*4V7>NF$6qd{}IQyZniDoOBu>Y1eIJYd?%xv4*5{>Xqt0?e-@i%b_X_4>XBNY7n
z{0%cfDjIZ;A6GImZe(U=^~kBtK#6!YbtR^_(w*$yQ8yVSMyA|65)J<+$m<^Hx79t}
zm!DQTn2M5=xbgDYVH>a(XmR)2`kQkU?zU#@gr$w;x|+0}{eomm9jK-pPOkkWgJ6W=
zoT?`dS`Q`>g^>K8%VGUrz0sBP&qww3KkCoFo`3#?A$H`4LvPYz#nIo23K4|`O|MTG
zF=n@8KPwttm+bdK7gFcSB8Tegb04LKKp9fw&B>svy!=iyW)J}K;xXoOyY1lvz3!KJ
zFv;=mWBB<n9wm~@iBe>vV)Tq)6Ph^L6?V#o+F0LXJ>6mjllF8!qjM|#NYHM}_96KW
z^+1U<vRCpg(k#RY<<q9_toZ;!Od;q+Od1RUB?a{Y%xuHe1Z#@cMJU&}&nr370(UYq
ztacc)?ZK;t>e%*#vpQ5k_)mLh#{eg@+Hc=f-x@#T4o%8&ta}?eDbDx#Szc6n>v`D$
zRqTSr5$m3^tQq~lktq_VpNOXzXQy+#QmcBcToM;w9&HJF;ib1fpOBZ+<rkPhRMK^p
zplgZ)S!|++tx!<qyBrO;#$x}DSU#pF?UkTL@_MvgOYzt9u6tyyc%T>E^Yy`d3}$cM
z5b#3K=)^?o$E^Z*a;8!|<(G!GuIBArM0Algb@gnIx{+Z>hzV*p_eF2Y4`@5cen`%S
zuz-R$O^jp#`A$FsDSJ!*92dK+cH3itx$kyZwGQ2aU+U#nf3<qEB)JwS<{6%Nf=>p-
z^=pu^C$tL4$*J@_08W<lDp#nyw!?8nehl}xISGot6}Vw-px>r_T2SE!0#b4d;6N+&
z^%Bm4_Y>8679;NK)!d+izn|x^fF;PAW`B4-|96ryaIDEpn7j1E8w2!HSA>hL6_-o#
zkBvS4{acVoB7|ZSS`++v?j)#sYVPxRL947v@GelI#Uw5eVW!-SCxgu2n2ge(&o<0X
z{hgY)l9)UbK97(3s7e>vgIjk-ZahuHg95mEAfwUucbVRG!Hf=An)#T%OGq~a{~{f_
z<bTqsm^)tC_TK{1U3dPfq|b$KDzr<o9S?MV!9Q+therPctIuLVK!67>VYLQ*`?j;Q
z{^H4jKo_@RGk~yfYTo;gNkyz`4rW6UJMk0}S(QchbvfpktC?!N!Nc*@prOj3z1^Up
z!7lSyza`@3OPP}y+R~#k`#-<uroYdlBk1{LIz2XH+OBch4(4`YYE{zzu5I_QGqCoK
zSer5zv$0(+)8TVFm{L9W<7)L2;l_M*w)E}HXU<ivtUJ=fxeE;1spbN8-dR-@&{h}R
z-sXG##1Ik+=apXwq9cj~v5t)e8^g!@pQIhx2Cnv3RfYZio5nF`^Wy9mx%S(?Y&u_V
z<#N9j`P4MN<)Hp3EF7C(S6t{#I-zT@XzzQ&>lHN?*D^NdUCW?<bkG6Y|Gu;crX6t6
z1#gkiFN)I%I<CwKYnjLpMg%Df>sKoq9jDg3daEg|5q-@M;YgKwnm)9e7)zRQpGK#z
zpUh&j+<c=vZxabmA_xFQamg+c))0?(@s0=a#s{fZcoAFP5Lw+2THdhZ>j&Jypilo_
zCpT3K06yRn6BVuy;8sjX)&80_nVPbSe^BvCOq=Jv1N;_p4*slcG3DkuqUw6cd?L^`
zUJrvF<oK7c@>MecNxG1>OK)I%oXmOVaE)hrZ>6-~3TYd&mxs<22WU@=P0l@?S`dtv
zqj0`fc*&m-R89~g`o3<_BHvp7U0Oy!v)DDNXJd+o-k8_K$JyE0!R(|PHFVXH)t_8M
zh0NJBe5atNH;^W@UaaoREMeApiYJLxa`#}gwPl%}7SG9bSC${qkUy*mPp%CYIR`ID
zy!JTAnqGFO#pZlH*SveoBhz8$2G>yZlhbz$AcKHPqQ(0!m!+)D-wg!v2;)d*(<_4D
z1_kyg*nr&u4wz<1`-Nbe){qD(H9hUJ5b@lUZI26oabl`%Y0;B*KbbeCKSf-e|62oo
zp`Nv4+HUaG??wd#m6(d^n@G!T3n*)ggt$kbpSh*^1^&~QG=06L`%3mCH4yvW;W^ap
zr^&XuPm53IU&F&g<Y$Q|*o6?4>OPfC*mvq!otLLGRautK*Iy{l`y0m!cN)XOcb;qZ
zk`G0c9cap;P1z_@ESorsA|F_A%Z<@(UQR6w(Plr74eUB%7=l{=j>Y+rTC72E#EH_o
z+_{ODH0JL%6R0Y3zZK9jOKb#hD$fOzB?$hyKZQV$M^oOn$7So?81N%FQj-$(VL0b+
z=Ruk;dkuU|85Au4;G%~8;lnUk5YmDnNN~uV0#2j)Q}Xqwl;$_v@LxJ=qPF`Z1^Gb_
z+EpimyB$e=h>2t%vfVoi2yT+R#|XRO#qMp|Zb8Pa*wT4Mp=gOU;`+~hGO6j!nJ{2*
zAO@HWgD$DQcE(p15^|c85Y+5XT#HDU5|a$(yeE{%8#4M6^LhxoX5%-#c}C?aZ_zh8
zF*h?YL`WAYA3+k@CEM8>1XUfvn10yz9Of7rVCzHDpA5yjdBhN5*EXnBwnFR*LR?E4
zq_PaA!<sh|W;+OyeS)AKEIPBo+By<7^8Kbaam$Oc()P299V}-d!GUu{A$Kvyozn|<
zDzD!U@;`(8l19w`lqo4G{}g8MvCeWj<m2@xRzt1V3MxiAO7adVMXgoIM3BhkGZ_Ra
z$YIof;r`7x;lH+J$1@ts<yCdMuPv(&C<#a_Pc4vy8$m>^0@D=Fo{={QlY81ie=pj!
zD_!py-{#+VLWPz*H-==V?kRrQ8GPdK)86YXrPa~b+po*LlHWIPLxg(rqBqZfe3?ly
zfbmh0Yv;9;1yt2qmNr<lX!(^J)csm*5)nQ#Bm$c6%|!m0L5!=UdHLtuDg;i|vrgWd
zAlrx@H1Ez=8}6knIMP%?=Z{4XMmD>AB;<+j*BN3@j@aO~tRcLmkB4x<T5a|G<*x|1
zVB+N^-S`BzHO$|V36RZ;h91S5i1Lm<;U%bd4(l%NcP=_7g~OSJ7ZrrEJN7pJv^5XB
zWG@hE7>y6A*p{KJEe&TmW#U(YdAI58{`Y$%71*pyLt&7fMXDJF7~>XhADm_#g1ckd
zwFR9a>!l#aYc?i3$9P{}6jo~$LaT>YTeuVW-!DX@*IOO*NDg6et!^}%i`0j!_n{M6
zkhxC`ylRyDucUaMD_uk&E4YMBhAx7n`r_$0Vre;I=^w?>bE+jh946xjK6bS%b=|fh
z`?6p1U9XG?li;tA<oQ36&NH0N_iy7wNX$gdS_x{^tX(T&w`$MYlxk6}J*vdsdyiVR
ztEie)MNo?Bpla{EM-dhB+`s?xQVwq%awpeye$Vgc(+q6bl;*!HZ=C`A$q()OWGoz1
znQzrvZPj8ws5LV=JVCf1{QkVVr{<alD1%pP+E_L~DT~MOs&M8ia$NLBzBY5ey+?O;
zx-hb(Zz!N(T(k+j2_{mRJ*pt6DvCR7*uwc#!sA<D>!t||2l)xCzQu0lszu}n&KeP_
zTCeTvH;G+D|EZn7->rUgOnC<veH$($_-sv3*hw%kEc0Jl=0|LY6lrVCalP59aQ2#w
z(APr2A(n4C2ReH0x(N&sk&ZZjb=kXtIr*=Zf^a!K^RK2myni<}A8`;98gw*$@>{m0
zQ(#oVL<Gz^dpM#SW!IF-y1Y=;N(3UlMu#ffy%NM@mayNhAxS~Nx)Di$WW#9UyXTkr
zzze>1+T{XaUYbB9paaFK5cMf@g&R+zlU|v7T+kgl7b=_;Rn!nUmx0fnQh*duKN!}b
z&38X5`i>f;jnPqOw!Da@#u1BF6@=J{4(M$lGJN=kmKKw7h-=YR#1p-FHig8$#%}gE
zg0JtLv0Qbww%^1W;1Gv;hjcw%x)_S0b;J`}2jSa`2w89#Gpp_va91TFecul>yC7mW
z#MJS7cyrANkaqEgZ}=?kDZaPDEag4qK5praC>u9d@D0)<!U+sPc;H`DyZA|&6&jHi
ziL+Y^5hW0{*t;qLt6@u!+QAD57n}dpL1Y44O%3=VO8IYCklmrG=pw{qyUQ+n>Q^oC
z=Tgi5677C;?LM@;!Jn!AQPEpmjB~PjH<75rxad<}>2np`ero%%@Rt2b!>PAN)%EM^
zU7uep%^j~juM-LJx|;qYQ`glQu=4F)zO4fz*+&`!rx+T2m(Oj-p4Zs;+(<sU53p!H
zQ?jV%=QK74+t%((wr*~gRjxU8RUE=$a<W~N=~g$4Snpi$NHz)~%LZpq=Lu$HH1H+=
z)OM4>J4Oqt8v8HL<oCy0frZt&M>N-H?emPf(8L~2&0g+0P2Ip;JB2^jwLGvUlALIB
z*H&}ZR$0q)S$#MVi2<G55jK#{vsX6>i;w-&{0`f~LsOgg(O$1Rc`Z6(L-faZF2duI
zO15=XkdhgAk~|y$>ttK#UxWbM++by)zf?k}80FnaQU{XINxvT)&^|PvF;iBK^y~Y*
z$zK+N`|7*SkD;bR!r>did111VMFkY_urm0po<$6`s$S?}^im3CCQCu)32awp*YrA+
z9!_&+l|iqTL!ydQM(gjI?|z@2iJla2a7Baxd5HN8XHO+V=;!44a%;HfkThHf4CGCu
zp@vkA^uLmIXnvaM!|UQ)$g3C%ZWa*<5kn)mJ!qoYV*>QSd<=&qm9Jh%Ds6kO${z63
zNAlv|Sm_=n8(Jml<1}N!026>`g32EA5EoVZ2Jtimm=D;Q#wC_73xy#v?vi1O=z&^e
z@g22QdaxB7L8%apGpJWX0x=gHtF4R93Fv~TyijC9Sc8I#?dq?Mp>g{9aP!pf*u^~Y
z)kUzBmD@5x87+1J+?D7b0QJuX2YmRuSImj0ba>2q{F6mu<~)zm<9I|rs%&wPptp{o
z|8LETe*}g>>~^EX0KOi4NQ24~E&FT`k#WW3c@6w+1z~nj@PZUaYO7tb8VR06lw}pT
zm{=~;tILAhpbD&DlyVF)1KA3~>V~y-`rPat2z+4v!>3mmWqMF3l>99;xh660ZL-dj
zSiLPRxj&hCzq3>2Gfc$NtQ884#B+_rBOMuZDwuT38Fl%XMtSK+`x!>m*S<%uk3t@Q
z3veE3ul#nG=lgWu_nd(Th~yl(Am44}A8nxvRfXq=y0F}qjt65t%Dv^buNNwHS5-wD
zAi}|2E!tf)VGK&ECnJPz?y=7`V@Ou5wJ7(cx6X}$(gpwKBmNaB`Cr+)lF1ZwmfME^
z#SsK?kZew#i|%(p<Am=0ccsaTnkAHRlwK21p6$aB3WD+~NvEL@N(Fp$f`ho|`6C7|
z<XhduNczNr#4Rr%Jk|}Nl5U+MX8*c9=viCaJ-Bg}YD!dwY!G<!xkS}=Oe;s{B{W!H
zpV4z7%*3bII4qv!_gHaSROH(t{pFkHoY$d0Y3*)V!M~uoK|L1;^F7i$QGV|%@wQcH
z>AHB$l6b|Ic-@v<-C9_})1y=ao%xuGu?F5JkO5AeXinj1wAze^a<o(BShud`mhM1s
zoN7^$YFAP(rsb+Q>nf$<^@Cntt+~g_-#*%&de_Hgs;wDk4+*^AuGaM#rV-v5ecj@q
z80}87F;C)dsG5v^Bsz6x!JdwgnjZS5f>@j`WQx42WaV@CF^>B6VfyQC4Z_k&%)+68
zZEotH;*!e0DVhZI`96vJ>q~3P^A5><uR4jv-@Cr>ZD1pMI*U8dckLxx4b9<Bf+EW|
zP`_`g;rZ%OcR~M?9#6y5cePQO*p_G~YgegP-}4<s<p*qFBd-(#E^I|-udfn+BTQ}a
z10VhnPLIEZygEG%>Ad)dS_r;E*mhmD)-T{M@?}s#|AjQ4uf{rLLi{g(A9VdYma+YG
z{d>o3p}q^3UFiyp{Bhf(?@rg&n)^u~2!6gJ>3{DRbv@QN{7I9Btg*p_DF2?Iz_x%$
z20fEj9L253i?py$b$B)pcVA~+)0d_i+K&T`EL>iB8a`7X`^2TKq9Uf8aCe=2bkqQM
z<}-bpNUP?<qljqNAk2AtL&_)IX5(La0~=q<duX%v;;u%wh8mTqjBJ1d@zeKbc*#aa
z#yZa5z|q*pUyb1t-4ZQ!b91__?O$KnV=d0c##;da%#~T>VD8K{Iw_N}(&=`MpDLCo
zq#gsF&(9M>l}1cIqm(|%NpwofoO`=pe`T|Rd%5Ox0IM#{13f9<Cc*1(9VWJ~zHVI_
zNiZ+8%ZvNE>iafV9&l;AX36_PjG|}oTVIt1pnisit~b(Zmg#QaNRLQ)Us-0)Y?0wx
zSICOfet?~{75-9@p62m2DkCFm)sdFfuZ|dxDRHKUV?v<h0=&T0Z2?8Z7$cP6;U#f|
zRyr(LX_q~r6T6kT^weERDXNTtK7uW@IMw3|YVl*OTKKISIoR(}<L&?6`OoKqos+>r
z0mVqGJI_!<WITaSdc-#9;iJZ(@4u5BL#(fiJ_a&=3|ucpo-v#Eg5DD_im?FThPk5{
z%=T=NZ$yj?ye!#AVcXAMY9IQdk3DLjoBLb8#N0QDUYRN}E{&X=>5MF5q*{UH4<lna
zB!9MvvJS?V?588Uh5>6ud$C11+106=_YI2k(&hb6c-;}i_Yv&LY>oz0&DudlCrBY0
z81x)|A|+8kl15}ZlhMP)P;kQH{cDI4A}>s>QfFxqg5|(PC@zA6vK_l&B6R|F(7&{R
z6d?2vY!YVh=hKIhu$)O3di%vfCdM9-U&&kvrKL*DoX}7$SKa&Y{(e(U4daMHh6ped
zgp?8YW(J#FOOpVU343}eOSUPLDJOwZwW|NToiu*Z>63)ARNK;4X`ocQOM+=jH|(h=
zE_5)<+lr%yQpcJ(7>-^g18+Qf?CtM(^Q;Po%PYIJ8>~}|EDldGf`hgX0HBcJw5{=Y
z{N7Ym!JwO>A3(wn*THgZ9u)0R+x1GYzhv^2n4YqNw)coc%*CEbGJ-fqUnIpiDv6MF
z<!YCvYlEQC=WwViWY;1F6#62`*_!z)Q0Cd7MS}UE3jlxU15Ys$TPj$(T(gp<hO<tn
zCf<6;zKCdy3EAYiMvL9D6J|DPHfm5Fml~03wznbhBoviKJNWMcPRs3C>{z+>j#*uB
zz}19I>%l8OLQlOZf{<hd2P!+Z1PKFpJ@m?fzOM+QtPphEk*V4Bx%GHXm>-b7w0oXP
zDcqpcj!=FuTAQFdo7n^6?4T$_|MD}K{cvmFW_Qy9Nm2TUkt-%D>z=`wzjg1EXIEN@
zPjV<H)Ttkxexo~7_x2SgDrU)Vljy=huh6XrSkj}tq41D^!$bK7cybZ`-`0l(rI4cz
zp9VPV#g*Jo+N$2}vju<)A8l5Djr&Jg<$s-!x$!-uqvcGIKPEc)vt_`c@M=2Me-o{f
z^77`3i{DdIm+9%Pnws@68k?=Hhr7FAyqKw(jIqH_BjfSH^s$`uvF=|v`7;^We+>11
zMD6wWzvkgt{$=R#G&aYy&8I*OZ0)qxnTbVnY7v#xe!4ND9P-{u=tt`7xx7sEucI#C
zzG_T2ez0g1&-?ZLcO~y19v)-9KFXu_2&QP`zAq+y_KF-u=_+8Zn5wq8A637K8&rxG
z-C$kbennpHN>5{=L!!*=vh?5sD8~y@pmu!RGtBpGSe}|5{350}Wws%vG^g!&b$q&Z
zcOA>+@h~97XHV?Q)t!IIywE}5oIft}AdZDst(060_M{DN`i2!G1W$$G{D~b+jD<o=
zKqj<8X(|Omsq|TA^c4K+PMth!S79}waV`&i=CrJ@{7HxzUhoPPLuxuM4Q&_1htxEH
ztYKjPyRKqe!{Oh5$2%P|3-h0^e<!}J7Zp~_ef^n__0#OMxGC@E18rd#`8^+Bn)kA6
zkNt6fIY`o9cOZjgi!0vikygA)3|~Y@HYXQ@NPhkz26=#>eeNW~B+<J``E3tp$UeS~
zr6wQN)n#C$Z|;#FpOuRY(dc}YjoBs+RpyQ=V+z9ZAO-I;mR1Ll!J)%cP&k(3qexgl
z3XK&at!Lv!Hdlv)EVO-$x`A35iIJ0(`Yt0m8mDIDQ#^hsU>)xa`@ZD(3djKz@ahe8
zb7_KCzjoUGP2z@dU?MDpjt+MatKc|n;)b}{33CEp1LwD3BG{{8q{v5}>>dN}7}2I>
zSo3mGb($};U_BdShAOe7zVWoJ`7bm5*?h|%uQLTT0`3Pnu>TY7MiFt42$KOGTYfRB
zxa0WbBN!MZ#^yjt=<b1`GDEt5lKUQpHhZars2M3_aK)q}fKED1PZk9i_QAX%Iyfr%
z5IFhCUWejgRH4O!w}B};UfHL7gcq&IBKt2wd-)h_(D1@c^3KU*AFA#3t?QoO<MbmW
zOewH^zHbUdDD#|4J6#HVfoWwpM$vpG!kmPOSTc<7$L+omh3?g|gCjZ{&7=Sp_PgP1
z6>SJ5EI;%=6w8l9Cr>gB{cc!R3kLBYGe_*0lVy?w>zBOVt}!Ve2~2U9SoGNb$aznW
z+AUOD2l6#}C;XPQ3!a4F>}SsAW?FWh&tMR%_}-*v@_ue(Q}1<N4oC~DIpy;@U9P8q
z!nWA${JZIm0g6u5&oW~*rK5B>)c2;a&*oJL&{#kx8!2~#O5Qy!F7GLIFRs=g29=bk
z&_{4xj+?aY{y~D5k)_qa`r0eSNoOV2a#0`UseSxz?oUX~c3d73lW_NvXeQq*6q679
zH8hUx!A^gh=*ix=vA&hgOrOSZ(~_-7NC84o+R)KtWg2;IzGC%gXU+FW_})QyXegif
z)W53Twap*Hv|HK_zyB-7wKttUeNGbf6A>$j@XdPHLdnte^}{r;|Kuot42=dFPHAuf
z-Kz2*Y@9ZDKW&57mWzFBX7GfqD3Hx`s!Fj3)`#N9*07mc2p+T=&px}|Aq?TXUl$*j
z?Mf+XwjpY=CX(U&ja<AUe(cLhx-xpO(ZL|@XSPN;^IR<FGOqY+5|gF1ph2cGPS#-p
zITQ>cQqh+p`%AOg!tbqK%U`<zYJn73uJ<=UP=#U`Te?jPrd_g<h|S%bKOe#js-mH-
zU;YQk+0k58Rp3UXsq_hO&OI$rqzW!xkKbi}D3T|-%o##-A!d-KV3H>;td&b!HkwsV
z{1Ra1RNg{}OgNUDIpl^T^5WcEGF}|^UX8{vc&x>>ZHMLzLX>I1D5A$H<BD6fihB%-
z=)f4j1Jq-8BT#86WDyW@)lF9}GQPN1Ou5L@r-oLh=4@4lUo?;go70)q$GWEQE$3}m
z`-r~W?%I6jKW9WRG=yCf%QQ|12i~Gp%!o1NDTOE^5kMxA0o<7mxmrwso4LW!)ihTA
z_l3;c<2ut-8`@Q&Ovi8ZkB1tKI(`Ah%{OtXAR~qE5wep@V?E11INty*%_rNNH7+iy
z>5bM#&*Z}qEl+EH$tU$DW_%=a2WL$YJxO8u5vI`1Aq@~MSY={KrITNL<$LHAp5U1j
zRu#*h(M7Jpe_eX4XY?wHt+ZHP1KQ`?<cZ9G{JE=DcRRdj0EJgkCru5f``grjcK#QC
z989eu#O(Bb3$}+`Bh}D-+Q)dZLom4bK~Ux%w-km0#6Zpv45iAQ_pcLIgMA$t&vR{f
zd8Uq+;?e>pKOG;v*RAQcqe)2?BEU{iL2iXgFYBa}2MN1AyTbQ1A`9owy}{mw*Sw{j
z2JM2kO>XU4H>g@Cs%I+qBrXzoFaO*tjnbhH4I&utn<0#p2hVLja$TLwK~<4Cq$)kA
zK?1iIAsf|lOKy4K6Z_=o2rcxlzs%f85f(Lg#L)lt>no9G%0jF!NH0|ny4YstaF<y{
zud=W7V%VjFn2N4;0Kz6geqs$z@(}4;6(midzb1|Xmd=6{0I*jLMjy(BK`4XKa!`uX
zhsXk<uy-H!@<phW!@eSR8K4o%*#9_FN5RZ^<&ZGYQKV{eUZ+A0%_J5Fad#JZ+Ig94
zTdLP@Q|hqrZvRL5+GKP5pYns*fX#%y@va3C<Mo@Un_2HuEIiB0_H|V^xMTlL9pZMX
zr(`JOpNrc3dwel8<7)OFJ#P<K7I0r=68Wg~Jjf?;G5QZvwk>h6`6p=P`dD@Qz$2r#
zIk~@3-bTMdnvFcG%U2X~&RnYSHBm?TA`-0<45-aC;wIH=eNbw3v|h!|%`}wxltxY-
zgoXWlI%H5iq`ot0|0%VkZNui~!>xl4GtW1JaBY_!vIK)*dqnW`&DTr`K}2|@UP7X4
zQ?vH?Q*&ev2s>iagUac+nI{KaVky~4#(+=t4w|<+EKj#Neomljz8%3jk`HEIIsD<E
zvnDaJ4p09G#Nw*N#Q$-6IN=@VujfB3OfO>g=EGYqX{HcFAP;6Jco$MjeaH-l;$3=s
z4857eDX`$h)^l=6XwlzD^q=vOg>i+&GSWyZ_%R&XQ*&p~MQaN9FrtUsPqh4%n3xa=
z15twGJFUUmZ6vEOp|ckIv#RcfNYbz@U*9;p{VuMSGiL@)iZJDvcXyxZ=|?c|LuaTd
zuxuhw?S*tUQeu4sbpnMpCqzZeinz-pHjJp~1ukaHUIkf2Niqr%!5|ur!~{QyDGf;|
zeUbM}Sd3mFI@Pfz{%Z8VD%s=i5{M$qvw$BOzzjko`zod>xihTX;tC?ge3fcre$tMt
ztSmw#<&6^HD#&is3qb!1jXN4pk)VB`e;N}@?mzxQI54jvr|@r@rhCL;k3BJnQ<kZ3
zAp2GbGH{75Rh5<^iui+=t|4tDSD!ju*4~{#xngK6v=Sg$eN}}|2-j{tZl@d+^^*JX
zOKxz8vFqrlG#dR%8OTm3<^b%`VGruX-i-nRXDU5hmQ7~`>YY-+^R1uy-dcypbu_)?
zA3XJSs1UsNB8<GMeVS6!Y>=%gne{c(S&SEbT)TimTeX0B34hB9D25v~{gqTgpzSzb
z*11(yDKY{k;!ZyF!g5o{j4|8X`4Cq1t2^<9BPkqutljWJ7Hj~gFGUwDhQxUICarjB
zVndbN-jk=<JXHD&tQ!G5LS^LbUaq&?Z+70S<gcVnr~mqBBoX-C3Ff#;?Yy4+m;w3d
z=Eb9@7munh=<Z#llV6P82^dRlmnfO~5SsfzY3qaYugAEr629aTrgz3F42(3fyfD(_
z0~qt%o<!}=ou;u@S~Dg!Yri1J=&^Rq_~gGXCzsw<|GXO_Kw%4d6i}NkGQBv)ThiAw
z6d;n%;wF{$7L8l0ZcR+#qpSw%Tj8^vgb!v<{sygNP058L3hrL07O@cCTx2kTX3Do?
zC@JH_Rt*^K@ofy$DoE+ZYW;9`&BX5t45L<8U^5HO=b8Tu=1dNza;qA*4`BKl_<Y}a
zdZqh%()~{QI<&XdCW9FF2^#8y$uA#Eqk_oZy1BDn;C0Y9iLF*E5AGs%#SZpRMe@}(
z$QLc*RIIb07D3V89B|SDyJ0;mrq}ew+V2^v>}pBxikK(%V?L%E&sE!!)Cn`fD_xSF
z+}ts{3Yn6J)k`<}4BJ9HeRcN|ypS7itm)~4cmK!EMI$4KXh~z(62ID&dUfAD-DACs
z`h3tCa1t`2RC$Z@QAfwYUSY1xhk1*auYHVbZr?L0_x`*vm9M4dC_<7_CN1R8@*svx
zRlYlUO|X%uX1v6K=BFDCW!g8i8y7}$vgz$))6bE3MiWbo223%Y#2o5*M@+?>%${?+
zb|$s4<SF-rgX3I@)9(_esS2l`HBZUvqj+)QPg!K1uuwKvH6=#M@v2zUl@toR2~->l
zRHR!Hp<8lKkDBAvdHF!?<pcGXI{9aL()&`+CS7mOx*B$US8G^k+An@MN2}d)hjr=c
z<rl9%mLeTZtnKkSogG5>TNBrvEuo##*Ed{Evl-rwrSX{RS7wG}XNI)$^leL@??@ie
zvIaD>1~%FFJpZ^$0dL(8qdchf>d$p`s$`GXn`U5d6_&NP^#4_NxZ9jIERxBq<l|fN
zuI@;Y_~D~F{U=*eI|0<m_ot<A%iB)ew;{irmxOiFCBND%y5667jrvwkc(!-cr5Jov
z#EL=8Uw!vOTyJ#v5svovx;kH;^mdqqygEO=Jpb|bVBs@<Y-a<Q-5<@JI4>x@{I{2`
ziQt%j+41?z<>}GX?nrO!QFBSCd|F*@Qp-%~7lRVJobRlQoOYe1t)&kP4Q>mF?u)GX
zW&#f{DLZL_w63m~yQ!)vSzFBX_-aj`KYf4Ol6^oZ@lB=qdvziPf9g4(Pb^IT8W@f8
znY+_B#}l`f$;L96lqmE-r*?3(YIxY4e^HXj(}MDN#?dQ|)hKPJ^wDiq744LcrLEk(
z{nWMn)V-zLl|7OaB3a@D<n7W@7YBzWou4Ubvl&^_X{i%gnLkr|8NH5g&4yhcr!CdQ
zd4N=)&NCL-A3xeHbZTH{FAq*n7Y+^}q{MSOh)*)I5iuu_UT!Vn5LsF8Wabq=k!}WC
zBwKY=-}w0YUn(Ux1lOCmFx3-tVmDh;xna~8ib!g6R@q{U5<2qeVxz(QE{5&LKgbKX
z3{i<zqEdY3&QA8;UhkO-Ey93?<7rGcW)Blj2~Sny%ji#4!$^Vw*XKhLbTRTpdPB@D
zT9Rt80S%3qlZt=>*-kHI*j74))V<HjsVursKp{bQ_N=$oEmS$eVmjL5ZiL0u8`a>H
z9E(fV+{>j_I6(Q=7DCdzdelNl`B`{nc6x>hX)Au~$3fp$r<lD2dVhdf3RV3A4wa>7
zU^LQCRiOFHgu+;hIiHCKC+6c)2T9&48|A|#EM;{g<Y#02PDc(;Ho#<Fs=eB8N(EQw
zT#XDPZ@L-y+OR&xVJ}MBYFo=b)z_AGHI>$vB|P|{p`aK|G7O@(jLgxZVLJDBwC~H%
zbPx$Jw}&nvj?IIol;#%^o3tH;FLZ`bi^b^FLoXyW!besXLP?<_c1U6o6_SF5i64h{
z!_*wT<fFn~#Cdt#J3abJLvcGHu0~6172u>)mar8~r{r-xxL*^Wyh0obg$Ytq2syq#
z4*F#OJS|jWlPU#s2onp6@gX9-5dOm9aqCa9`M?ekSe2>|LLQUOMtT;$dzF#+cY{Zl
z@#1wXqF^&c;z{yqJpV0QJDuFpuQvvsgqc_+_ty~_x3%$h1e9@VkuouG35SINsFnK|
zneK>)2nQm0;>rx-vNB>dH5V5}Dy|zhT$dM{;FjcS5X<(DOSvJQOLwke{xod`FASd9
zST|}@>KVo<Pr?@@kZ|6tP>pqBjmOs-hByF5zgp2gP6|S$3BS*@E|c;F6|89BrLtG^
z-K*<ta&3a|1_MjTC9`llm7fd-9^<53?MY>JWfCIrce}GmZb{51PPF-9gmIIqjfrGR
zRz7v82VfH4w+2YdD20EHZp%}B<HK81tzHe`=2z}cSLd$h*HF!v4j6%o3-r4AGQ_I$
z@^Y>DV81q~!1kZmheKbNv$ejzWLC(i0S;=ag&lVDoqbZ$_fU$`_E%&!aO!V#*a}O~
z5)dzmaf#iod8sY<G5&u4g;fLbx4Q)uLJ^Cr(3@+Xd9so3${DN;DN0@KUp#r`|F>ro
z*LxH@&{|peZA78S*1x$4@9wkL`|n@t`67)6q6H=vf+J~*(M(<>CB7!!hljj8ItGF#
z!qIa7La3@jU_!?t>CxrO^DawELR;gpyZzGdk&zEG>B$2F2QXMYjH>qUUlBv_G9x@D
zFK<4M!o%L4PX4VlPdV4!b_D_Q!*Jua*vN#OjvF_$m+9hGR@yy065>|qhSJgm(~SaR
z1%AJ1A&#YIH)6S|e*8p5^+Z+muD<z`U^R2Jqd#YauK$x@b1}YK{K@<|bSz;$i*Ldx
z8)Go`20V7XTyL~hXcaipHdem-p4{tP%6jolYW^z^&1x@o@-3!%db4_CnR<Ge?~Z1z
zYD|A{`6BOS+`lNxST9@6-hc=99DfJ-FtS_5ZDf(3Ky)cv&8<vDs;hRRH%Q>nLs&Ow
zTw4rgt2>&!0piQ3q_=rmWST4%Ltl++)MfW%Ognl?!g-e~v8Z5F?;D&bdT_*jWYje(
zL<LPNo~-2w1}W9NrR5f%MixAA&)a|UdgsQ%&Fv0(K)4sYeu^J?dy$(x)>@QAy|A<M
zuuq0}RE3fCsSYltn=j!zLz{Ae^j&XU*nC~OMUGEtaE{grt5o76mp%}PzV99qKK;@8
z?^(gZ%SDPWkWuRwV$wc<^nH8yer%kG*6<<&eRIYbWvz|u^bc>!yF$1?m#7}lsW~Q<
z_QvZ7V0y^~#(EIX^NP<<$g&$OkjYBJP0_RMas2676a5tx4@+LuWF=?3wMWAHc{(u&
zcyaI2;#f{qL&Mv)G6+=7<W#H(HUDGq5T?woWWqO9Y5pl}uBAm-TIRcy^f$ZjNQBG9
zqfdFXZn|f-)A_dJnZu!9Rb4F}(}9Q&f5Yj%$H%>ki>r=H;wilvYKZxTSp?ad)^#{X
zebBx!@*;*nf`f1akfp9}B4GPXd}=9egh1@&IOyq_j)aT(5(#+xhVsI^$77n5;!6F1
z=e+Mu+O5aGJV>@;!0hJTH^kwgsgSM3@RN3J_~&a!2hY2rX=(}YxX5S?Q4l+FW`SQQ
zXFXC%D8yXZj^kUq_8+kf@Cl@8lbb2r9ZMznjMo+uWC!MkCWzbjk>kUIyrx?Gg{TH6
zxd|XSztOYVhd*eFw%ObeY$8@|zFWT%1+$;qbZ$G?0lJzVcwLT$jfTejllm~u_T}KE
z(%~tuQRYT@bvQJdu97`9(&JcC4sPhqiNDcJ*>e(o68@HRosshl8|CzD=lQeY#zv>m
zAj}?#xTpv#SKat^#OMB{HySTtRz$!g+~<M%UQF6?DEs}F<%hjV*7Cla=srTImf6!v
zn#`78x?1t~jRN@I=)s{4)Knn!kep-O4lkal_t|~4J^=c-0}4mNEw*1u{yu+FwP$KJ
z2WYvTB!3idGOKvCJp}LJ9M6QotJ%ge#%MI#xIU_?#6#ccq_|=NExboEEeG-Tfo*QF
z&wkiA41J}U#3mQGoKNShw`r^Na(?xfiRB{+Cf1i-t|FXuHt&_Lx6rhtKVvh$-V96l
zlr^hD-WmiD?=_HC?(}o6uCFHNkK3&OHoaTA7r&Sqb6#As%;B=Y-}476hje}?_p<r6
zYqPj3b<L1X{b>8}aHm;%G@}LNQ2+G@Q}rf`SgD)#Z`mek^gSjPRg{~DhAo{i5N}6L
zng`D1c^|C$AJ&X?7^QwNPwmt%RJ0r_yscZr|A2k1jB102#<8C`bW=AG&KK>gPf^M<
z(RDYFE~1Jj2`(e}P-f^=U8eseQ(MXtsx~=H<Y4FHERytS*NU=`IksVj9LS}i=zu4J
z&-|X<%<U{M9ycClQdvQNC7`Dn4gLO)|G9mWo@%YF5!>6lJzY`)4T^WG!f)9|_*O*v
zIII0_e8YbRSIl9R$Y7EmiDmtoj1bmh7JTr@Btz1mK;dDUxJj0rQK7U^Dq!`ASI9xF
ziiGpq6(ESDiI{qhnCQ9AmX&s8Q#6P}L*SmY++iJq6oZ4sAP^dlh*(72=WtjH6nPQz
z5)T?e!Dk@37bIw;mJJ{~Ci(;H0Uw4S@v2)VQODHw0?IK1r#vts)VRl=m=s@wCLw-{
z8}xJ4nwD)=W(`*PT~@uEciBza1sSG>op#sK{+5@HM~02xJcI?@Yi*>9l5luw_{d_J
z+l4DU4isc)^;&he);fVoXtY2n1ouOx!|&kdk6$J{_;9%b!;B{5Oi2@8m#S_Dbqf)*
z^!H#4MUI>-F+<Gz-lW&}XZ%Vte^F-G7Z2yYbP~S(Fh7k^#3|Eiist6EJ>MLk?<K=C
z2N-?C<gxjK+-trIh@nJej70cx7t)ZE^lJn4+TF)q0Y5M3I%0+K;ofvZD7?|{`JxZv
z0w${TFZJE-t+7xV%<%YliNQR-4sX(bO)-7kWi@+igC_I*b)2CgHrL@+=MBdVi=*}R
zd)WuMyjDTvp(#Bu^U&H6E3pTJ_;;Ulb?&fE4X19{x|tbpO$Yf9+z9cof9aH8-z@4A
zB!1%&mI3L$xM~XdSLJ^lOpyrXML1HE0#(IDvF$}{t#1e^RWACH6+^M5u6_Y2XP?Pz
zdCn)?Uh13DG03}0=|_pjbXE)8JC)jqF0xqKfuyvLZr!Vl{+Isdiu5{k-F<Kr>ZL%w
zjg%=ZVfXC(D#9SptJ;&M6PI=&j82A4ebsxNBwB|Ii6J=4#TCsEWd5y6oDKXHJb_Wo
z6l*D&LrqrGgtNKeRHSG|=_+%$C7D)eP)aWh=yYKqDxyC!g>y1d(TG8cqF$J}ip=aP
zLdzv876WBpgii`r*Q6}d3;5*92<FFS=;UQ2l5>|lwWxn&(>2_9jcHyiGwL-tH?<__
zwpLviXZ*Z1N>%9@`R7o1{HW~h!CLp>PU?FZy4D3<-Ostaha^9DcU`+-5+CaAuf;-h
zxiJX$9@L4)!Xe2$!bkJQU$<@C+;SNtA54rVnjJ>n`JDZIZ)nI>M~CSP?}VK{AAb`x
zWYbE~{yOE!27UOr85N!Nr|p1$wG#NXGxo+GGp=Rjex!%tQKRZQbJ~F~sm|G@6+LHJ
zE&`oJ+pWZoKe??t6Kz29?YL*)TpjR7@_&H^&``UZ=9kv*|F%2s2lVvq)ux_o3F;2W
zTtHMidp)n0%5EQvI$pz|SR}r;jxH|)(4hlGxXyncFZl@#go63&lfZ}&3~68a+$A~a
z{RWY@&jF|E5Q>>y!NHUHnrvVsx%<VU5g?R@dy2-4Id>%}+ezP4N6wDY$wMO?;0=gq
zC%Vwdgl@a*k$=oXw9rSkkE(+nBveB$7N0$^R6#QjM?54XJm^ex5*I%;%qXd5Li%z^
zh;kX}k#NBrS+KNWB}gqvGL<_}QjaU4>-T9PZOm|9!ZW?1ep{6sI&A5W^}d@9)5>hD
z{G=WUhH!91u?j@HY_<34aJrglB@}P>GKzw|`tbQVl@sS*01RA7PTI5CC!k%e8y1!_
zOtGFjpeL5L1RoGiM$-q&24nMLu)rH9;@eLnX-#|Lo*3Y51w~twJxak)afLM(l=uQ*
z@liPy=c>`ds|`3bOvB3ai#~}xLkrZHBolBR;z(|WA-UebjW^SMr2q4TX)QsvWXU)Y
zRbq|AlFN-H@>o%^fu6xWNCgD&RIS6VyGewIP-54x1|8+=Na`iT;aLVJya;%6gL>5L
zf)okMl^2kk8_00P=O|^OtjSdbFs}CHobaS&1gQaCApxKb*aL{$8q)02q?mC%2yG&D
zF<-bWeZmW6At8{EP`HqRFEPlT;qjwz;(&20u^D>lxt!{}{q3x^rQD6Z`1jQggyJ|m
zBs?{2FbAlHuIEHdOqQKZmL=tsB~{(>P&0HkH#B=;*cwvWCt5Nf@%fKb3zNZVlEEu!
z+E<TDUPYl_F+J@3_gQg3@nce3%=yBTg}uod=Y`T|l&uhdCCMj-*XZ~|7&R5X_?bX_
zcf%7EC)3an<jD^K5Sosn%w$f_WeC;bKUWK~j79MAT)UpY!2S(cTN1{YB}B>uTFt!2
z7D>9e)O8V!=z1JXdc8zh$DI$27@1cK4MMI{Q8l2`<Xehqs0bJ<Si7U(55Gk9_&icv
zG_TKzhL1!Eivda5eRX9cve1+hScE+2t8z7&7>tpE3#!If=JLB=>sw>`pb8adDd?S?
zqrgN1J-1MJpXH=))pYY)xu)vr*0<BG)zfz_n5am5kZ@%uC~0U4eNMrX=_c11@6Acy
z&B>-6^VTi%W*19I*IcQmxi@yvV_L;e2cw^dSD+KK(1|VR#5()LLIdHZnVhbHh^{{w
zUC9m9VchH3=Rzz=meQ{q8MkJni<({UIxhsymz;(@8dk4dAJ+Y5RxiUk=XS@(^~3Rv
znGd&Q!Y-|PA)TdBuO4YWB!6@r`=~a8))e1hJDc)+w)puj=J_nfcDC3SpJIy@69iat
z&#?`9v&GJUiP*T_)iGJye<QJhrZUAedXaaAs6^`RD7N*>$lK}h55Gp<4$XE<Pju}E
z`loAtl8sShwv^0$_@VDva39Hu7{27yvfu0UuAM@Bo%42UxI`E0Yr@s|P!ZF?mDAo=
zSaKoZ@<fJkk=G3)To4Bm4iNL#D_8klogt^$=c3p6>;9toF5Jq@Mu>m&(Of(b_k^5z
ztV|6!C!-XC53hUXWOm+)W-%Fz1t>^)JP&ew=5JT67q(URLF}BdRVUukS<a$jM$Je#
zu~i*wnRxmL`!Q8+-cHBqxzj_lo9iQtk{cW3ULSC|PfY~wm3!Q|NL_k}Caw-vIx5^Z
zsFUecu;RY@v=Vk@^ak6Q?m#JFC@4GSGYc{hXl?#f_NG?N3cJUDTdh!CB7ZKWz>1Z@
zgoD{?b1#2oId6SAZGAa!X+7zn*h=&{0Qw~kE$1v@Sfc$@#UK2j2`OEnBx0Ha|C7SJ
zkdrrFP&l2HDX_kJM!$Y;l94>lN&kktVwRr?y98|WD>9?0s1-Rlg2m;|b|?D2?0scQ
zHxjL=u${+#zf6sOb>-@C1j2tw?M$+;G;I+RD5ogzF1Aad+S)Jt%3&i=IA1-l^i=8d
zO{LGdHuGB?g-^xHNqi1ZhNJXdqc%wH|1Pw->3K|iNV0^OeIkYU3jMRf1|=vzUM6{o
zVZIK1k3oJoe#WhpYh#)-k44$d=zu{|-W^)3{^FC74^?RFO=*@UXzbzqP%lgH^AfGS
zS6{msc=FSocazv!`=0w3({!BKXpkx5Al8cGTYz>sjSC)~I`=s0H<9)t6H*;{xWkn7
z#66qpXl8PzdpsNOjV{dgNoiIsqpLaL*eaZVs8st2Q;cmGY}{<CDa-ii?fZzPQn;&%
z4o|WOku9P#p~)bLD5eKfWFJ2NKBB@Hg}i&S|KCs*f15MCy-ffHg@fQwj#?MdtTEj&
zK26CjkWS^BWOh`_EOxtgq<82eRB)ulP(eXiRQDNrNI`5h+`-iuk%**{!I|OK$f93_
zD);sO?!MsUA;l9J0Hlqyn7TNqCcSnliqid-o#!umV$KzWG%XZ_f?oq^iSa70I(O;b
zi_#v{53h)^TPp~z9|NA|s_^m99=<`|J{^#DSuC^es>ts4M+uj{du_o)zZO4YrO3YU
z%9e?7HA?bUfarnqhaIf?DYi+Hb9&s^-*udar^n_EuXqjBgQRRTGBmP#UbY`p*dz7D
z>M<1o+3)7K&qZaeTIABkBl1({nsaax1O+P~w7_JMh%!JSMv{UdjffNuS60&pb4}B1
zCV4GW|1o|cUZ{)&$zF4+_bl<)8?4=;3<un`+c&xkh?KrQx$h)X>D+90o4B$e-Euly
zurf`?O51@YMPFj<*JmPlDV;n1%I`9ogDP3EQ|iJY@a)^{@@4;8vi939>xY-@;A7$|
z`L_!qbwPl#TFh@l(NOI1`sTvLR^rjjcMW$%4lMp^sY8*()w*+-h;xx>jJNQadwvvm
zM6rFXhL}~)j$rlXZGQLfYcUwbvd70jF^Amv3!llY3S*v1Q|HIzME5hZ{El59VtTgY
z;#0q*=jQK>O?Cd5X%&|Y^21NOsorwVx%a*e=NoWwwY@z6B&hQp=N*u9!r><EC**bG
z`=j%0QNq!`)2^<-)8vis1Tt_K?JOsU;&ty8WPy_w7_5B50$uGXXCtHJ=Q;|^?A8dj
z2--d?&4Ds4Nef$){zCx~A(x@Ap+%}X8jpPfHB2l5oh&R!-;5h0;TSe$CHnq8Mm2RW
zt~Z|CT%K6&#$N2tb#=8hO$~-9)l|}wrM9YLP`D=u)QG>Dx~_c?!YJQe#7>{Xej|gG
zv4DvKOAcF0k&d9F%|b93(6gJc(OI)FS!Tg)Q!|V+3qZ)|><nzYc5O_Y0C_CG9qER@
z{f(OEdGeWjf@6Hh;Xg%ty+eP`w9k+4ogRW`(pR?&H@CAe$q$3RG@9pfmK0QNF88h0
zBs?HaLM?Of<9|TBqH4B#D3)LTAQ>P_F%Do;+m87q0X<7E7}0xBb5ARRNk_^8Dsv>F
zb-%9P`knw@jd>K)5@r~4!^ky#3`&}s$}=+bbZD)q`*lT?mX+ZzYnypX>$`*X?6eaL
zF75>`&vW;-EN-#~%f7n27#WYB+RBzlXC1^cvw!B>%6rb3Xkr@U<>~V1(aA%hpihvT
zoRSJRpVh%N#g}&oS5<jmXpKWNO_Hms-h?Co(GFj;x8BaaT*u3UNL5WLduYH>V|rxf
zIdwMFRN3W$mBC}iu41SNd@iU*Uv<nM_`Z$y*PU&i<awC(w^l3A%+CJS{zq;`(Uy3o
zY58^ezIX>Qm9*c5pHHttFT+(~(NTyM!TQQ`4q4^*{>|^6-Mf{?L{WKxkFD8GJwEPP
zUY-xbijV~lu6Sc2F_dZ#15f~&?gjuAnaKtQL%u%sem?KQ!{FgTa0!dOP4k}4chCIP
zzMYtVu#r{&#-kx9NRICo-d|ev!$SFm-v|hlEAb{VaYWvE?+}D;03AOJB@OLSZ@YQJ
z6yzeppD|1^a(*;if>#w66QkULbJJy&yccaFbu7Da4M?y|lJzbiY4OBg|4ZX6;XpGU
z9hK&I!9;-%cM}TBH3|J0t8<N(!zsgKPJTG$Zt4uF1A0;}Zge*phQd1`MxR<73_?ao
zLc?b%chR@8+ICK}+P$LE-w>NZ3<(0Sazl#q(-)}@Vb0yCf=K$WkVQDv#iIAtuhZe|
z*JveXmbPD#=6c*zvCJ=7e{xExveDfnyr3D&7@Y?u*Z-()wsDVTGr#UtsMv8HUGcg5
z2)y1{l206o7<m_}h?|+bpu_b{Lt0=_UqrI&xDb73IDrqqfAnk@RsYWKzV%L3+IGq7
z`<H&ZvmLJn+@Yf|<3M?Sd~uVJ-o4Zi{a>cMze@kHg(90-)vt+t*er%pCp=d1B(dH4
zzorwqi$&lpH67y_r^XrHCK-Q?oeYhp%PX2Jt)C`;yg|$<nQ?Bg_ebB}TUm7tBbO#V
ze)hKd!07j6Wof&ax>s_|I)~J|IhN^;X7BUO?Y+5XSHkB`2#j4eXm`-yYNb-7sMF53
zKjxN$`OHgs+2}TZ9vs;R)khR>(goASStbkWu#Ks4EMPuSnb---JVc66LdAeER`Z(=
zjP>mS<?ul&mp`$C5VV)5r38dmJqt7$o!g#$`AI=zlO!5>NHQ25SIdw~q>YJ04!=cf
zu6`xOp>KD?9$XaSREqOp40XThYk#i-zbd3A<@}z@uSLl9qpVjc|1$-Y(=AaCe)&3-
z#7Dl@`fzK3rPp6emdjF-A^@v;Q(r?~DSi>kNp(UW(e?-2hH>UU@f14s<UeYH(4arD
zEA0O0(GhaSKz`6D5b~u$Mes-&H&U6{KsS!{hmiDWu?Q>pZ-ZSle2eGSYWVX<Lh=4e
zx5%0V>|oYgOGv~m45G1=%=1yV0+rXY<}uwDiW>tx3NO;1GgZ!t+<Psg^IAmv&8n&#
z32J2Qkn#}b=l=jls`D9%C;8Tuas-31-bW$<>(2fJ)4M+m@MP#Vq1#*;1Jsrd+e(b%
zlz-4CbTpHK{gI=9>|7s%P&x{Mi{VxKqZ+7?eUH#zuRbn!1nskQJt=Q_k!#!5C;G`q
zvk80z%=nd-5JNpEM<EX*CJH0x<9ohe{dKYWkKO!Sn)sDI$$=2fHnAdqKyE?>)FSzX
zN&#m-dbt0qEqec!Y%-RVgomOpASOImR8_aU`hG!iS*eOz5Qnn7{vpv}FO4CcI;E98
zABk{KHI2x-SP6C2ajvg3bYF!2?!`X*?HKL(EDh$k0f2^SQH>$`HzzZLlyIhmXdS&A
z!U3R0E4^op(}qS+MJxX_B|{P2u%qaC;#59~sNN0vg3>=;($wo?(jBW{?_+|;h<3v!
zQRT?bXMJVgtx7C(Y{u*RP(gd>5YLPHuc*QAv|D)Np4Ww%KteK|jHkkd;!uM)$QG;G
zojMg?1KM3QZ=m|C(2(L$zz>hRi|^H|Jz=;;2d56xKuhTP+k2V_HwZ`|^*~q1m+h?&
zkgB5jIj!S^9Dn)*Z+i#r1$~`&KR%xeIUPk^N)wtVoS{{SNCZX$zm4zZYk@JUn8cH{
zL!q3i$RDX6m4Q^1jPJiKs{q`mxm84tP8lOyd;@Zq{pc<MsVW4VO+2#1BHxpQ2^R+r
zq3lcrcv~H`x~!=`V7^&q>R1B7ib(>i)B_gpk%$hVh|71ZNs|=c@5Yb3>X*R=-r;A@
zluCUlZfnuX>-KW|=T+@<+}h#f&ih!IR=$M?I$ebohrJ`a`BQgGbK7N%B<kIJ@Wi9J
zD|%#_h*O%mXokwRmw;P{_@WH7^o%2<w$ufx8dOlK>+7z4KTk}$L{6bbNUZD!>k`v`
zb&|}o*oc!mgM;0!-+t*#?ARZgkVhTPUDf;Us={-_+tW<V-lDW8(N`LfuJ^KmL;I5a
zt_hNP{<h7BGF*qMRjJlh@2#t16=~tnM`WSJjPUG{PLZ6jkT!u8L@iB`^o-w#{=pCR
zcdwkKe2Yx~aO1-pM-6!Po@e-cCMIBHsUjSn>?&2aUuLWq8d<#5bv^j~XUb25=^6$c
z|1^<jB%w%pFg&IcQoo<h36K7KrveK8qP65t6ipm~{!x0jQ7k4$HbJyac`yNKB|!R~
zH1x17ra%*U1>^-9MMyaA;PJ@dAY_%~PLLfOILhL3isyy1tCPtc*B{j)xxEm#pL2UX
z=a#tb&72z`@!tkkR9Kq>SRQJog0|`mSfV%*E}Q-QH$-rm>Gb>5>k9h5>JPYjiUl$j
z>mFvQf(D{9W$^dt^ur+JBuN50bP`A<m;;M0&Tl($j!tgVO%+T;LqTXKpW|^pIgel4
zUSEL~FIxLo%V6$&I;crcgi?XPZ6LP=s~8xvg{jbjL+#uYN9~B%8U`4zdkoe=9(zI}
zW}BcD5PFxZi~lYGg9hG&l$<M!^zs1vmzWbe(?I@T?5i=3N858itRa5Z(k})gG!KC<
z9;8i>ogdJ(4uc+&tRYfF?5S~~z<?H4jt`#&Edx%UW7m-_S+NSN0VfSBR!CbT;euou
zNzcAWu+!+np>TABXuSdiK0!#jd=nJ<TlymU`yzz31OER{LG80JBs1FF9D-E}^H(xA
z!1W9vWMcUNJ~T+2PZCP30wrLeRFq-L<`!7kT{cpXd<S!wvaA7k`SHhi!I?RdwaTC{
zWw0qY5?RwM!gZgSVT_*r4;$SA3;P0N<`0fkB#jOn!sGpq&->zw-^(xeXB`6FHO}SK
zPp8%YK8!lO2{EFCb`=`gSZiAMM;FYT%Qf#eKL6RQK2DkgDaqn_L-tI&x=Dz&Nr**C
zm_=%YoPfF5q7O~cQQ>2RQxOiyFS;`dLqrJ5_dlW{m4gyP8vgycLI96(A9OkUAIj}c
zkp3rfx^SKArR)^gNK0Rcs>|gefrij6>!VMX@O=^9|ERf~KzW7W4?T<=KHhjiYuM=U
zc5RUF<r_RnIXm=Bx!#^k*G{WYc;>bp4A^mFk5f*Wt9cj}0<X4|tjVX88i^1Gt5i`8
zWk8<@j&#uD|GUwwoc*|mgLu7<yZKC*2<2UE?(^2--gxb;?TH&cZ{2;gtF(Jd=~ly|
z9^_>?_^3Uej5FEmtD$i)8KB{crcpt|!KDm_oQy#ISuMf%UA|PUWs{qQkK4>&x0zG7
zY43NI-a_hf>oHAm7goxq1eazie+#p>lA>l$tm}S!wkq)|S2=L$7wN50)cAdw5CG9}
zrOExxac85bfxe)b)~4y1xc3w3&-0IijokJoo^A+u9PYQT&v=FZUK!c;Am8+X?Vr#f
z?9{2FZzZUg&nFG%=#J*<e9PBf8F5<uUhehym+V+|LACLy<LwRU-;Ng7#uh!^fjyEI
z&~x66Io*-Y%oIh&VUE}#HVQoi^xn>?-qx`;{bgTkK)>WmwfG<Z`kKLIaomlUH{vut
z)HuiIPq=gxN+*9xAHfH2j-J!Gh7?&{&g}g@;4>pAd^o$p&mEX?T%XR5b)kZ<lQ-%K
zE8i{&L3&Hk$%yNfmCKMI|I2e&J>i&m6!x9)cj*E#k0SKWBrbFYp3P)`SNiOKmWqVy
zDG`PGA0H}OA@}P$Z7hS|e>!xtU;ny0{-)aU{CV<RK6Cp^SLTn9MCy0RRJGLS@2Ir0
z0y`K#$`h&2x<6%pMo;zo&)*4CU(>ASOb=GdyFLLAO>(Qt1;{Tveoh%IZQ1t-q?SCr
zle*hyuB&nXo{g!LOxNeqrt*sWR+e-98~6N81}hG33)3>KwmLfZws!GSG*2UwDrGLe
ze4~d-tBKU**11>7(}A&n>SNYyS(uG!Zx}MLSg^CG&@*Dgxq4~MkumYKygXc*Z=_@@
z-<CP146xSM7rEW|*6fEI2<ogy@RU??zri3dik}K|U&+W2f`gYxf)Dj(=b1SIA~00+
zY1@%244It;_^fg7VDAUyL30LWy|<ihkMwE2rperNWXe|C$S41yldZ;-eM_d*SkKsB
z;AC-$QzEE)#82IT0HJRL9=-&k2kDjfz_?>l5GN^Zt})1k<`8)KSnf1TIsO?ZS*UV#
zp6TSB6(#JDQb9K?X-PVPO<8S`?>^>z`+^BK3?CB~|K|t@p_B3uK>q&utsMtHfd~u|
zf!~6XP~L-op{0Y5cIP`mBS@|@3qt8+gBxzP*@z#vIV?Nbt&>n-M|dZ{aNb}bu*#%c
zzW{&wU`||+a=5%XdEY<Z`Ek4*v4Pcu5sleJp1sW;)B^X`%(NtI3U(O?p4jlPus1Er
z;?=spT#|vHHDF^=xq#SWQEd`^gNYG4x*kb1cW8Wno~acX0Bf~E_t>H$N$Ek9P%KI;
zmuZn_w@QhW52Gh5`$bNkul=QC_dMq<@OxfxDCUF&FK8G`3%*^0?NbYW@W4b342Oyg
z7p<&)^Yzf_jPj3X^-PDTpxxra;2F-CB9b2F!Ko4`SXX8V!Q9iV+Jg@b)YO_H|69%~
zcf%F>g%W#YK~<N_I@&gwW@TkKI~U6oQDjTgO*SdNXdT`Z-&ba_O^W7+{#)HK;wL4h
zgsL@lmxGxq<6VamS;<G5HL34#y|{9lPS8)Lopr=Plx2&<dH}UW$^}XcA3hGk4kln>
z;{;*=eCh-@?M-$BqV|_`E@1oUxp}R&r8uDkD!m0aM7J=Sl(=NJ`0z%beX$tJO(O<|
zf%tn>iQ#)1o{DUoh7v3iUKXBr_bwu}ic`Apf(eapT{Xq#igjazFx47Zm67-kv%r4`
zG>Hmf+<mJf+IagS>mZm>Ou&;Zl0isy);;Iz(aZLJKMBg`6&p4>qn|MBU{X#F>csg2
zgv|lFRr=rh7#_drdm>*XKOybF#NaSX-gWvW_%$bc`AOWS>?C*hCeiJLSV2;*%)*D+
z15cN;ypb}Hi905rl+>O|N|xFwj{WYG6>E@|J6=57tL&q7xIX>$`dm;D@n^yg0uY{)
zmF4k!7bggt&VMqSYr_b5#L@BZ1=~&#{ZZ?N==HJN%H=?ENC@G&b!P`*YPKLE+-YI%
zuOxrz=DEEzIr(q#ho|260&|6_NicWJe&cZqkg8(;kE62;Yx?b@IIsaDHzcJtx=T7_
zl#(Ld-CdH>je^pM0@B@rq;!Y~2HnyiIT~cJ=l6fEYZvc$!?^GJ8|QpZ(J&gPjSX@t
z;nyC7&RtrlakFq>_kyt6P<$PtR{9zdK0*L>jE{AUi)&O=nC~kz?kk*^XKI&cl9cb8
zkCZpY#&!!2TyA(&fQ1?B#qw9t@;6eku%qGNE<&(Zaf-dBqc+cl8D`}grGDsFSFasc
zQT+5Y)IUp*qnvE?hx3@#Y<bCa1m&yOd<3s}A%r{NIB%SOiELs9T757-GbeGGQ2RYV
z*5PgYP;z@+7Ia(o@6#ir`#`lI?cZi|$0hct7iTJ`Pn?Ydp6G{*dZs)@5`&7F(Td*G
zG~EA<AhCO)b(prcs%#@8BR!=j>0(p_&rYTZ2z&^m^0Upz^NkpCjBtn842C%LIZCE_
z$(TjWQ$BLpIf`#>iVZv~g5{em{WzWYSoIoP*3-yHe1$caqILZ0s^$#|@&iq<l;}y)
z??cn%`1qONU@FrOp3^8+T-<9a9s*L;0B-`}RxjybMlLMFbN~FAUs6>y{(<GE@@!FZ
z^xD%BRds%5x;rH;jIab@KyD#}ezT?;n#dD3%jX_qW>$=&_-H--_5A$jCqsPtUl^@7
zoaokEsDf_|@K;41om$x)kY#rjuHAy7y~ItviW_>uyH}4$iTh`F*H9xHsoJN{@aO7#
zFoh*M7LK!0u!NbGQufz!Q#g?ov|K#!Ri9vhawTyyh$$>6AX>tqih7I1@_SBVaiwu$
znIvT0!;wSGav!#FOEw46Hl<sQFU`u5e)i0Y+hK2y{lwi=Thhz`@47HK{ZD4*a@L2H
z>=f37*OjCM0`|BRfj66N!S?MPj%~r8eqY&pH^2}v;aW`eF<<U{mSluII!X}Q5X|Ts
zvKrelo#u#?&d0Db{B;c0b>s&HK}gILj>2m>P8xYZ)BrmMarP$0uS8=?=YhBoArr$3
z#K-g`$c@+9qXV9BB_r%WteF_y7>Y=&X{>!bjdW|)vnVexs#oHPASxO#OrU#F(4;3E
z-9eN$`1p9a*MsOt%>l_5Go&D8LNo}3l(6`s;tsD{5)t$gdgLSg=(M1vVr7_JcIxT$
zPZ|Twr?SKtFS4>4loKwF_mB6x=<yfSW<M-h<D-bbTbbd${SfDIO%O?-#7@;60q1ou
z-3Hud8hoqGucD&~9yQR2J`UX6I||*wLiVD-r~&`du0{WY`|(Tjp82{~_uIO|M`!T@
zD5%c0{98FEZm!TcxdJUBGK{;9f1y65o*`uwlL#j26#5B5tpAuq|M4@?$9_PJvBqFr
z%PFaQW}Xzcw4Z*!UM1JxN}fX<!-d+yW@W{o`m$45=FDf6)d%|e%hg3K%BrDPns3ad
zr!OjeGpGDAME&$d{H8x&i1?lRo@<$`1Xy7TZI$2VKMuOwYyV#M?v48!Uh^7y<JqO+
zrMq-vGRZ>kt&_j~8k&yQH(t2jk!_Q|nrC=l{^EW)H-V~Xzb~w~l((G*S>J%HzlCB`
z^JDK@(Qv;wGT2(G{?YaGd*{y$nToZ77xhw5B5Y)hz8%?pVeT`%zNg`zndx$Xs*yXO
zmJl4P=W`$Vk{Wi6Ef3ufnL4k$e&QN(O-F$fZ?wH7ptn7qW&ix0-3q@N{AWCw(geW8
zv7+Kk$nH+6SUIow*vzTw!s?aqV^h%E#w$3)%GC|a2$J@eY@47e6256dw~Nz{tpsLS
z8tm_|y85RDwa%tac{Qv8Zy;|-L%e2k>1VV-)7pg46_xfsv$=*H|M@_JHGr>VF6aSG
z8>?XSr)a>hcut7yJ!JC!BKVg|Jg6w!nsK81I{^x7+`#UKfkXeLb=_;eSa?+vRW$*o
zVetEtM<d*yBjkwst-Cb$FmgBXI#F_v#5Ksti|hE?xvXoM6bNyp-4EcaFRX*@r=W@C
zPlT=K&+t&tt>^pS8MW`NyILUSR;6WDm1V1%e7~7{R!MuTUI~S#+#>ZHHhcx%Iq*}K
z^HG%kpeWJwN&D(Ujwfu}sZ&h5A^*C`$M~r62WeOqyQU#OO`cR;xEE$^xzj&7Tx<51
z!SpY!-+K5sg~WhXLwmhUVJHQ_D+9JF0!ps}Akbj0J#<m?5nnDdOlLCgCmF8f4VFY?
z8nk3njWG&K9XK<M6e&kBDNt!7<%Z}<>_SKL?o-Amzz#W?ZAaX0T7$P_8wyA=-(4e9
z2sSi^9(p`Lz7Llt%=?5Un#a$u`Fm-&t9y^l4|~llPcwy%r1EcF$BqfVekdB6oAG=c
zejm%d!;a|<ly}3k9$CeAkaXtqmai|WHRY;P<Ty|#8vpd^f<qvs@#@dgCWqx;0n5nT
zt>@gQJ*&-Xt|!R)se4IG0T!}?tCD;zl#lXNSBm;DG6V;jqCv=wSCu*dokCkDVn8^e
zQv_(ao^bm={a%6BLTB;$MsE;0rcj164VsVfW+_VNUp(t>zNr`F^AQtpEmAhgJ~q%;
z2T59PX1FhBo^M1orWb93?qpc=4L4t@!t>@)nA^*<pJ$jm^)P;nR=v&B5;T#$MZHF;
ziUd|5Ab;5n8Ae)>t0}>r+9YBIb~Zsxo5J_j!d%hq>U*S(vEeBuPhlHC)u#21;EP=f
zG{nBi#9kOXlpR>tFMl#$E_ycp<=J?%{y4CqH!5-GUa)6c@MM#+nGIP`wOd_rfODR_
zen|X`?%Afswmz?(Xief^vQ%*Xd9n=rVYp=2?et-#q3+}$3VUu~X=$-Ni1^KeXXD+p
z1HX3XHn3Ua`_a~`9)>?%f@gJJESg0-eXtBqG!%ZFp;)ryLpXHcMuv9>@bCJW)o`ND
zx<clD)P2kT5sgz_`DB$6bS%8%$teBT3)L`P*EQVHN!;vP@3dz&@jIH54~IR1+$djW
zBk(fq><Ren{SB=NF709*?P7e+Tzrm{oV5d~by-XlM5u*?m5W9M2Xqg0B+h+q?k^R#
zayjy_TCsfWl0g(u!>kCe!l%wPt9Bou2gum+JTv-`h)kVhiD)^e1Hk-j;#%K*Df?RP
z09j7-n}XOFHauj0D*$Lpm|%FfP&#@E8whwEW`=lcn>2O03&>bm_1D^RqvWXKx;MDM
z*13g(H|=yIWKXH^EM#F2VEO_GZ=7I&7PbdW4Y?vRjMyRv1KO90Ql=XYb!H%o;Z2t{
zSpEwl=?mqiy&Z%H`C3lv4ByrkJ!HFS%ew)G;8>Fe38zhvZm-1YnR?KE2%?iKv%p$T
zP4J!`Ieg7@N@2$TP{Q)d%V-@~4r1^<5hSR27U@|YPWm)<unRj7#0e=N<<OL$YL0v<
zkvq}aZ!SmMK#Ibnk=45HW2}+=`>UtXk@KdY-c!-O_W4Y!ROpA@j3Q0rytL7OQ(Pl^
zo2r$XxeYog8Q~H^{r@&qi^w$y@m}>d$f_|5y1o6&lfW+-M%(>WjN?B^&Vwe*`Qh`t
z)NM;Elo=*>^5Od*9~W_uDUc+-j^06QGaED<1;5e7;4iVpLB%O!z2o@A-y>I9Q8>e-
z&1|7+fcpmaNG^)ik|xkh^jt*n^3h<X+%<krEgFP|*F^C}${EEQnZ!RJf)okz<ahyd
z8|%3&$QpHtEx~*Y`8BrWh(V!)0h3;zgTYAuaELfF5nX$f$|)`aT!bY&mI{8;@Gxx6
zk#~quFxp4gNJZ%x9WbkqAaP9#mv7=zIgQP9Psm)liS+kM=Z$fTdQ}sRXfsX0AFAs`
z!cvvX(V&y?lpLfAiO?8`H-Qt!n#{(Y@-<g_OUrM6|3*^M6L4hP$Mq19Vvt+F6}^A}
z_|uEKyYJCa)ryL)1I&9Y#k9pXO1~S&Q@v}~PTUJm801fEFoBJpX73E$T7#1|9hx^^
z+9fM0)%zLM8>`e?YaKty+Dr<#A_zE1%{j!c`+VT-G}Gih@i}fyu`4T9?mG@2Yliw{
zk^Dd|3c5F#o3BDSmh*&&^$ixH)MBcw_4NXSpw&Qf%Y+8WFy)%Mt4Wb>x8Dw!8-W@S
zSclsMTU`z`&mAH;a6=S+XmcLPmvBGNv!cPf84quX9uEh$QYOE%GF!y+g-Lp@H!bMX
z1-i%b+qJ?}dfK|tE42(hEAM}$gm>NbXP(`BE@=aQAyg1g(8Uk>1)mQ&JI%7})ril2
zAJW2yjWp@uR2abuYXGAo5*~h;-4h+#7a7}|8V9>L;OPH-{tTT3!bF4!l~@U$r;cGF
zjUM|}Mg*mtLamrO^my4Q!gjS=nI{_3oQxhgoA|nB2RMHSa53?9F-~A2sV4O^lIz7_
zk44+kk$Fctv3+vaZge(i9M1ezVlzFWGG3)RpjP6(T;n=f<hWQB|5iV}E>>$+qrkR*
zR%rb%jh?F|?xj{)Xr<nc&a0!X2VFd+!Nj9ibOwx%DrH?PUi7~XU!dKL?(J>-J<&e>
zyLfWQbp7w29qLE)^pcEZ$cO17=_yk0GKAjse|-M^!_P6}k#*i}N`A`Bnhd=fL%sSl
zm*ZK~@$Ag<2GP;XOzkXc*5$fd6rD+X@8iDgQ)?A#*<-?CR_$u!I7nSLJySmg$qGW3
zs@>ZdA1Zi{hcJ2a*S{1i_jzqDn`$hTr7iP1%UtZ^*PKnlZEmISe&$y>_~IQNT@Q0_
z{X=e&b@%`Le0;r+j_w)za~rmHl%I8kao+07pMhg;n6`;}uJ?hg_3+yx`0*bM2#C15
zLWYFg&L#tOJ?ix5aX#kcZut0*C;Di4IKWdZ>~?Sd>$~R!7`gNFjkEFsgsg|m{q@1x
z*RNN9kVfIbo);JYCK5Am-jue#k#3?(6#hx&C`P5~Xlwm%erYOw{*|)s#udlY*{^tp
zPybQjv%csupG<pex<2z;>~}<kg^uN-wk}r{XQcpt4cA!p*mv&l_V2drGk13MvM8qY
z-zDw^u9yA$NcGz)(W$~%WNAu}b@l43Dph7BH9uMMi(jMnR$n3RO1GQiJG+djJo5>U
z4u_7mM)RdlOENx>znpe;C89((cML~uGC%$Lmw9uOrEp(!S`aasVr3CX14k(76eWxw
zaq?zlWHJAuw?4||d7R8uy`0t=8X5zz?cy<@^}}At9z`O7gx@FSoQ$fhJbblHeo@*Q
z;y=Dova##O$5Q|Mw<gId(K-0X>ur~}VwLM`ss`ECE=4HG<eBH-pD*vh@%RDBB2RZa
zJ4)L+*jd`Ke8DyXzvNG7AA&1vgwfG?kFCCY*;#O^WvNB<pF0R*1NX~!t{G<{2zExl
z(8K~04k|j6Wer}F*YA!{w!yY`PW;2oi>~Ri*(K#Uo^(7&&TD4oqQNIgjgp5!J^()w
zmZ<}dJ3k#qVDCcGUMK@Rj^gr~xBCO@V@DKW_txv&>)%N{EWk8LXbE9YTdUF;COLrv
zhSaGPuSpWBhi+7_Ps!N438pI_Ud#va#j0p>9oMdt^wFAgGjc)#<+WHK9@O%Pxo436
zgyeb!@KYxzc`LcPdT7oml#5?HUF%a%7~hX?WK=MrB>ICBo>&^E-e$rj_6dI8THtx`
zAj83q>3s(1_4=VelXWIH%aKI}<3;4wtqrmTzbwMZp`$RPVAQ4}PmJP1vf-kz0J%#V
z?g@eD@86l$kbVgNAgjH2@;RNvD{=BVX%4e^AzW;x_1w)C;HIFV!#9#jQAu=i*_IQ;
zGmTfFyM?%Rdc9|MJ7AGlwqh8Th&sS;q>Tx;;zdB_`w_4?N=BS_4@rUj+3H?YC&WzI
z=pI$i$?8obL|Jjk&Ti8p&HMzmqy5!4;%Q7Qb#z7qAAwlklY~1#bW+z{*;h!RYwtAB
zV!UNWRU)#Su7L!Gu&Z@tPr>mXK*~uBsE)`_1%TJZ7TcPf&?O4bI^x?aC0N|uMIeVG
zkQ5-kJh_wti8iC@q4&hd{OJub@M5xN>VK`sJgUIL({J5Irc0Tlm7e=lM{iD&PjZk*
z!EEGkxW`RHgp=?1EAoh&(I`R4n!HG8TdE_AHFO`u0#zPnOn&CJ^dTfH_}|vlfoqf^
z@0Vy%uo0w9Q7|nM=IOX?`FuQ8E9vB0d2uTvN%AtBzH3pujsGtQw{eb;5XV`9#CG~K
zs5CPT$HUa$LRYGj^ar%@q*PmIDPcrG3--Hl$eX~vflEcb-o9!7g-;}0<c0d+R%Y6V
z1$hPe<{!QRe3uusBp_D0V40v`TZio}^ioc#G<;@e6*sau5s3^sy&E33%tzwipa%A5
zkzaytp;d5;o}1gmcc_Hxvq{JB5cFmM6n=MkADtX<9BO199PIdaXlbbl0Q7FO9+8p=
zsIqeEKW}b+`$}ox%`?zNf47u8v`16t`|<X4LUq;R=x9#+5}u|kQab*tLo^TPvu8Z2
zs(h*%Pr-QNVvGv-jAW$*glZay7)3Q7`<E`F(p~I1<3Go%e*Sdk9CPJfPiVvC8+zi-
zw&Wjpok5kTt}gXmtz%TJQ%${7O>K?!m$uf_hn!^LxrmJ{oU5es4}&5_CCwjVGWObH
zeCWGWz#NeYkd2s_ZQS_nB67Ue>$&xqlF{>|g@dK12PJJ3R;tfMncuststb-5!x;+7
z+sv;26QzZ`EScUI{aVUMX-=w3VTKA+E+A(xe;Z2?iSX5W#EVFCB~J^~VLN+3fYHiH
zvv`-Ko&U{aWHc)MsW1n$PvdZ@=*NVOs=cv5y-&(dI%n9D3+1@4Kd(wh)=M@XP?xLX
z-TnY*Kl;uU6v~r!)IKvqFz20-v3i4IX6`$9VqzR*_QfuEv!btV`JW5zpMzedz*3MJ
zcf1xg9&TZox1Qo{Th@{4^720jk;M6%$a~{z9=zFF_fWIPMNtaEHsr4#&B=IpzaZ(c
zobu@`exW(hNqlc@ciuNw`?VMx87L^|OT7v5j!6+@Zlr$Pm2{-WI@nqWGNv4?wytcq
zC;JnPMF+mn{rtHVHEyIWq-U~VX*PimD=I0e{}NKs@sc87diHsAhLgMb-ma0WtEscQ
zxrawL%L67QTSk`{+QRm@xb}Z9d!f2AE48Dezb7W-`CG+%<kIpcQ~NwLHQf``SCyX{
z;>KrP-|Pgxbc_zc!mMt8d-`Wl{O8Y}UStJ?A_mIy^Sku-%#ddGwaK5OQe%TMFeYid
z;cgmCyUl7W8Pg+9R`M>c9XJG+$uCk6)jw*O8Y{n9i{SmbEtuFl`e|3A#8KzlJFAMw
zByE^bF-&I>KS~^(J<<kai3^udG-pUq=Ij>#Ij2Jg14{q%NPd{4g6}ipch+BGUv)J|
zJ)O`~O=L6DZ1w4NakQe6KVZonVSfbGxfAyH?Iwmnh?%WLzOA8yB+;vGa>4>h#E+Ab
zWJ=MXhwwA`Y+j{1_?MJ$@4uhuV37Aq4V$C-&;l~NI19Xn;72EM;S}4j$dFzr0g-Ds
zPYxCjT~=&neLEYTkr@fG(3g#Z@Zr5(f^<dYy8avafLUjfL)%f8cz^EWKP@kyk?@wk
zcMduH&F-B?mkb@!1$iAR-6^q_g5RhY)K<wen(Zd^7ApHxg35Vuqp5VX)iWtADfStf
zX``ICOD0~Y@e_8M?2Rt$ad*&GDY=YFjY4MU>I$39b%Q#o<PrY66-QJ0i<Q-NCFO<9
z>Wa>-Wv3s1#(p8DoL*LQi3yo2E9`v6Ffm_N*JW-V93R(`R`xb6tL}A6T}R!=nYza>
zgD;PfUe`G+9GdwOFDx)=eUcy^P~tw-+m*|@z8~G*7EA}Lb7^ho|A?<^Ge|SfJkIvE
zar>u-hcDRILbdNe+RKXC;{)s~#bu*k-%vvL)sJSWR@mkgS3nA~o5&IcxOxIEID~1H
z6nh&OGAS8DaGoG|i@EUueL3527yTcE#d}MXU~8bcK~H~(nx@5(8HvsL^<WL|voqS{
zs5Y0rl=P~<xe>kjduebj7mR>`4vZ@D87AL7T+YGPO;AyFQ3_BqGSsP%5NdwR)F#Rw
z(M$ZBmn=13LuaIrZMcU`3~Rr67`I=x=rL0T3sW`(hTAXtAlif+WcmQ7z=1iu*=Qn*
zVk%YPTl^Tr3K}{ubSK#eYWD^OokZ&m+z=GUz5-(3+PGQ?&?&O!cn6V>O}~ANuBxb-
zf1!6aeSpgh3=6?F4<TS5wu%HK-UxY=oY%290w+3Q+meFmL(I3H2tzz_-cO`c@>)u1
z0*I&@iaxY;7khXf2YDePB>|hc2*ucglI=<O4GJSW75F&w&O;;vSuGIE%o%EA7*e0r
zX)$14%Vn~?#!IoZM#+0hNagZtTi{e8ATUT>%kPJe{tqAfOP?oH%z{~JkEq(5g=4u|
z&(fd1c;IC*Sebg^%~V?0?FNq_TX^}NZoyo})oVQ`{q~A+skBvHS6A6w5pW;Sy1-nD
zCpaH+-2e`mUTD=Q>?Ay5|MBRWnslEGn*Ltizyh%L1gfXW&~m4!@Afv}POBPc<MeSu
zjG0*AEyr^$m3fN|xo!A@Kd>hJo2UeW5qgrUsu@AIo-IZS?>yxZDN!fS)lI|z9PS*D
zP$Rb+p-0i2a+I58TsmZ6Eb8Cnaa+yDB)a}{2u8*Vjq+Bpl5+ai^zT~{vXrd*2U0Lo
zEvPd{N|rCpgYDr+5bGvL>1XBo<aN(aq}#0sTt4i@e)SxoVTvMm7y7>R#VExt(mC8B
zDDR`%6AZpS3aaMfqNH;Ttg6f?Vp5o4fpm|`R5uS*SCYXjF(p_a{&EIxRvb`ToTb|q
zoFWgt8>jJQ2#^`6)Vmn>Cnm{Vzq`i&MKmUzn#=pLdlNt8`wre?TH+hjAN0U%U(@qH
ze=Tpp*X3ClI1tm$1TO))#S`eKi@qmlKvq%8Ua=F+JFSrQwr~XL7Wv;=--!eTsFEV~
z00FwrkT#1`F<P-RE~qokIj79IGfTDUqw$$+_4a@mUpf6E|B};Z)KSO76?nD??YmH(
zbm@WG_5n`|&vcnIVws1ui!^zG-ma%xo5ZW}hTyR5aOqZ5SlGz`dR^J+<q^qseBp29
zI~M4_xFZ&Hk?yC7nIQaP{{Awq?o|W7aR|G3pID0SuhjQ!QA0KwX7-$MIZ=X!oa7*T
zn*M$xdZ$Zu!^amtmjKhta#)Pzfe_ARL2WQD6|AGvn#wU`m+t#U`Qe4YQk&QG1>wE7
z(Z3vo?K>-Is>9pV?G#;bDhp?VmTqvH9GKRqiQhC(_kL}-QvL1MAM^CTF}dLqg+;-{
zo6%{PWGW8W-e&Hz1Q*MLxB#v=_~P>=cBDjc6Q+j087fuIF@0m6FfbP$$qajU#rWmZ
z@h^P@3?INXi^_&*kVPU!qzVyQQb_lJGz5$kkooMCKnCA&C4Bb)L@`2=8Fz2=<q#@%
zYh@}?g@x2)Y|N0G-h?%{1_1`)7luGZYfxpkT(YG7r?(M2V}3<Lv#no%;HO(ELBwRl
z7Wl&;j)VES67&zGArU0315qbIh%pdL3bD=sHV<r4ff)xm@&s5GwJ7P_V^e_T5$9Z(
zUM*PjXW38_{+!A3N(ioX=xYU1;ypPND`?V)58YD^NEuEKX)m-T=RLIuPV~1gDbmOk
z6cG+`E?-u09R5R+>>7I#>nAxNVzasRI_iJdfDiEDOC=%|Wc%f$z<zVNF7m_l6x+tX
zME@Ru)MTv^Y;{dxkVl!IbO{JzEo>TgMmB;B=tpMX6wLq=TtG|`76Xu~u$8x-UjxT`
zjcVpK@a_?^qoV=iXcqzt2@WL*E4YUu6T`9Utlp-)&0mL?$kPnsD8$M2{_dB8J%pDf
z^df)}@jnqvf37{ADe;T&7iU-yNK9-{3gvszR}{oH58WN<Hmu;so7sVPwCu!XolAC|
zom+uH+qZ!)jB7si_U@&md}t7qx3g2!)6=zcQx9}=b#gP+GV2U?i}$RVlP>$tQnn~+
zvQE#|PBm{!z2Zu_;QC-Gc)Dlj%k$Q5#~q<}mx{Bdmy%+~Eg%eHs*%F!{j4?^has{o
z=rIe4hKjhdaf@p7*mK9J8jtxRP4?PW?a<Wl0#Vm8Dzq)1?&Q1AI`Lp!!YHb~)~rHR
z(T5lRfVI8IH?enp&@8atwc+_gI=Q`T!cHCR9Ym=4$ZKYuFIV}y!qPW@!&8=tzE@`C
zB-%1B{F?c)mv_mhhT<(=B;4*_QkXU?Rrgf+3XA1Bth@Pid-@3%?h+dL4T<#{3kOhB
zrs91u7>oU|jiUwIbGUGExJbf)P7aFhp*r_{#Ba$PEUZrjuw=A=_5C%lSXUJH4#T>%
zV*71pH(zT%Uy6IsXI5jsQfR+Y=e|<r{=3Y6zRG#J$YZj`WwFLZfcX=PPNTa{Bla0W
zud&Lok%H57s?unx(ip&W5n`#WZP>hfHo&+z{CL;s^kOXVCHwTt;mnRW`wl#|4#T#N
zcZ7Zd+xzCDe?lv*jx+nC@s?PI**L~{&TE6H4_pPL36koF+?JH;YJNmC+$Zd=T@Ri#
zkG-e=!Qk=jWzZJL;!wAH)ws*6xX`;;wVCOGdvlBI@owP!@<o;MX-Cg7$#nI7_q)5$
zpSQu{C40eQzj}lu8iYiyLjtddP$TM2cAL|JB4{6{>!H=vv+ll~v_9(PXn{eHz`{RE
zkt>e`*5`Dca8cjKZU<p=tU*%~7(JO&GoSs7)v>RQL&xlf7>R(Z+oAYy)0d}L(~iiR
z$9K02={<GG`>?xjS63fHpx0~PhAqV`?k}eId%8kz2W|r}*Vm+|0Vv!Ob1_hToEmcC
zv5|cI@s2U-W+2Bg2{Yhn=_dE5D~4fk_}CJOVVTai@IapoO(NZ7?w2RydqP8wHwG?}
zp>{9Z?rSyR$Ms=GmSL^_I~S+uMCliFsKo4?mlDE}dgq@_i`9#xUqpB5J~rRTb02Uo
zvd~rxP|P#Znlvz7)-j!)(3+j*rrmX;JN*0M;Q0Mv`q;T|ahAwDGcEND)X>oOk*BhO
zzoLSTpOeIFeC8Xqe<bfH9A|w|P;v7}#fIM<ZT6iVI~_q@GBQLZr<`5^KLcKD6kMG1
zo?fy$DapwN1xg6WTBKyL1KWH7-n4=mU0vzlza(ZSI%3{8Jnn+V#pNfxLFOYMgQiYC
z|1Jg(sf%r&Thp!Z89RHtudSuqq6%=Zn^FF11@y?`e}~5d%lCg<G1Ak^vn$ONrMT0%
z*iw7ogTUoZQF3kl)Xcb>(K*T=s-<~Z(mY4A0b5T@NQBexrN6X59T5rAb$Y5U)x4Y3
zAuNR=)Y^n=kq6lL=4C9Drt!r{V!7-R<5(ZkSRYbYE86c<SU)3!5al3r)scEa{4BT|
z{TI6b{FReU8KvBORtx$*h8o&I1|_?esr`?;ngcM?ck#rejCeTKKG!rAZfBmFCX7$o
z=nmRao!=^qZSC)1gXlWUgf0c;?7?QGl#nq&y|X+o*pd!b7=9du(r^YF>#T!=s5hZ>
zTWQ+po_sG<^mFlNKU+?lG%0q~*Kpo?xxckM0`;OS<PJn%b}J?telf>|qfRvf0&p=Y
z0Qn-J7dYj(0trUJujR0u5nMFDGk{WTcrV$nL_?GyxP*I;T>@tLJDTwhf%J3pW?ZX=
z9ft@%<cG<2XJbfHuq+6_l-RA~q<&n12*eJSbVv-&C>zGaQL^~;PtsA_eQI)@AfYyU
z@TvgO@={)l2%;uG*b9m3CDsE+HY7K<q_Y4~Qp_s%xLa^ew44lEufng|RR-YNLBPhO
zW^E$J1#RRYX4-9Y6=X{OT3YfnLQ$N_i5%oBWWlMBMGPyB!r<34=HgKW#Y8{?+N&P%
zvpq=ouT%tB=6Syi)&`RezltQ<$`%BABbXvdrE|>$xg-V1Im1-gteE}~@-Qr1rX9e6
z6{io;vQ~01Vm2fdn30{p3wf(s^B9&&M^J#M+h}VqljtmO4=f|6>d!gc%GnqnJ&QGc
zp;Z_zD2|AsqcUbp)Pl0Uv=f05GOK4~PNwC}W`VHdIk8B8$NDA_n(3jnwP4xFScXpt
z9QvS33}A@Ry&d{;`0y{a?u+^zsue!oP$jD2iG|kh`#o$XxBjo5+KvhIk>Q9X*Rwn3
zKi5Fg_1xL{<}Sz+M@AVPW-K`$X1h`>*VV!+S1+Pm<V2Amh?0-Ko0+qcowie;?A}FT
zA-!)u3!&;XV;IC)6pP8{Ov%hc+1?(Sk6fAytgiKIseaMe>geZ$TG`z#e)Y;xcv66R
z`wyQ$sF~^A(b4iBWZ3!64qbTg+4i56E<jfZzyJC*8KZj6w}3ghAL!``zVh^3c|eZ?
zzYwsz^V_(&LNEiKtmV5~$W&lYGukCA%=YE>@4>@c+YQdQ^~9vhf8p83hdKLy^A58#
z{CrnjoEhBR_I76d49}!Sc|Ihne`p&bd9oDuB?MbXctW^ZcwY2?H_X2UA>Jx0P|t+y
zX>5=i<fEW`VXBt6$gMV{zh&OAU%7EXa1;F|$~x6cZ%S~uLRDghlisxgPC1i2L-Z6J
zmD<r^EenUY2YzSiE@`b%)6rQO=R4%(JsR0*dGXq$NwR3H=HJvg?O*~cyFNSXY6st&
zH^o>_ZGzOe1=2|{ugm(2X3{>@y{=+p^u+oB4Ji>IK(%9I;=9ux^dl*lG0gR%Jc*l@
ztZYnSI9U45PMp+AFq!AStlJ6#&D2#x1RqrX1v39w%V#2kRMaY;(Bqk$r%&zyqTGXF
zUVmN97EbYUNo4(J&Yoz~DSZRpN(9BA9G_>~$7JeY^(m40nW*FXAl0k9`<3anKEF0O
zVv@Sc%N1wmc74;u^mm5TlzIC{WcK!3uMkPm@%+wC42vzc$6{dYgC%^Jg6d7dr#&Y9
z3zoeP%Ab8TclYvEx{eRlJc%{`n$pl%w0^#Nah5<xteN~qU~F{FP|r{F)$qcQaN3G=
z^uWID29(1C$-n^t8+8YF-MKy>Aby)AC4HRm@YS)eFK<h$007BpZsr$h9TOKPXR20U
z{SZx?;}A<S=@+#q`gucUg_9W0%@hCoG|<*7tb$sTMM{m;#L2_L%_G$YVC{gToC`=B
zUaqDaR4ptl%B(2aXA*~v90N1srukauzeR&~)@~v0fp+>@Dvbg>e+GCK$3d3s@0}jr
zV-p!i3WkqdU5?{Q?5t<`FH8Pj5yJb!?m#8azKu<c6ZuMzhP1;*<p~78UjcC4j|{a1
z4w2}{A!sxdH04uB=W{(2uJIq@c)yyHRT&U@e*(6_W+EDD^NM|#c<p@}*&dJ{j!><n
z&VwxW+Le6l<9$H)9s<Gsh}{h%M1YOSc~Y*Yo<I5jNVjYbW)YPJ%|Q(~r@b4!j(u=%
z4UjPAh(I85Ma2Ldq}A(`kdUMpOPKZ27*_mN6~6ELmY5*Hf(>U@u_<a{_K`8NYOEw~
zqj@m1<K)8IkzvNON2{!_e6<Z%rFI0YlSWQ=y*Gd__IN&k6ct@|DWv~qK#d#UpY!l;
z94NkHLaxU>eZ$V^e0@tGF&W{%=G%3ZojI=Y`HBSkpy0?k`OmuM1UfdXi4+|An(bCb
zd|Plkfc}8bprZK1kmUY>v`A)4C67A@AUS_A*R_w&+9P%UoF}!X)<H`V`AZKEconFk
zU}V6^rc+PvJVVbfpz5!O?&N$~S=X~?iE1x8J7!4z_}H{yCQ@>UDc^GuzkvOtm7ah<
zYl`^EaA_YC%v}5Te}?1y?-%Lj+fA13B!h+m!A;RN>NaZ<17thzNHYwcqpr`Q{%zr{
zb*KbBXAPM%!?cwisq$cqT@T5%DW4!-GtN-SDzuxG#f#!X18=SZb31`v$Y+KJNT9)v
z?|lZ0Xw;sp;m^s}7;M)R*k~$M?@&Y<t!*i0L;)%44JJg_g%J|af(46Aam!Ri9l;Wa
z61P0!^ntR^137tOM-F29uTXn3<plXC#X$r^u>i}5e+o)!6U?lYYlN>6>YHjqUHP>U
zY|d+10VaWlCPt1X6%v_{F;EO?mak)s@Fu7M@L#duzQSUBN|a9XhLY_M&W%=@7$AVz
zYIuotmLh7I*VX$yl^~Qek*r@J!Hx>{{n5QOE?UuDc1-Aquq~kr*unxE<<)q73r3a#
z(tw-TtG(9=4XW;IFP}vchpiSU@*yB-#1P}&YsM+>hmRjnME}R@(3PLJML|OzVtQ{g
z!m-}=Z}6U;9_cBz>)aP|({WI=b2LO4asJ3&E7PQi&{o~G{n}jqbY=)3@O_!=${V1s
zUDhD3`MGZ?>wkUS{rL96_d-PU^R%eQw1|ivpkjWt);y;?0#1P{#e}4&8$Wr71|{J3
zBM+{fG5F3;0*TOAjIT=EQq*|3hcrt1%Tdv}!2e<kL(jaXQr1C={#a?LBQBwW1(yNu
z<L^j9F=}oTIjui<!(D4TEpiN;j~a)h72e9JT%FyxOsq@1uEo%e#Md9DQ@piD5Bxaf
zmTs*~$=cmnU_sMhP!FLEulU`7fby0yW>iCIPkVa3CmWx&y5l;g>K>ZmKiBw7Ra^QY
zczyq8d=NoTLU@YdS}DWL1zK3DxuEA8QtK@K*|q$u6zJY6yd;9W{l*W24|tlMAa>c#
z^#PXDu=+>^!9$6YeLxiaJi<Hdni4QB%o5+3{W}=H27or0ZTP+VDHMlNn0Y-CrEbTs
zB~*_wtJ+p*m+g7S4|o%*rm`Z_2$Fsd%%V9}T<{E{8wgmow|8pSyXIbdaFVPR7*L`@
zur9UKV@W^CEHMdEw^43GX}8^J9U|Zh&CeG6G)%6tTNyujJpTJD>^^R8#QXp@x4|Gy
z@ji%0H2hJ0NS#8%)GvR-rP~Hi$Oh}rVGc2N_Wb9X$o!9?Ledx)4{Y>+boTlWzK~qg
zYp>w#>D_B#3FJBHO7x_I;W0ORPIHTZ$mcN#t%ofqbn?UK=&c}aG>zJvppB2budlHR
z&F}{wGLjI6HERF0ZK}wGM_&TJ9Zoryvnab?!bN5m-7A{*xs_JqLG1X+M)cCo<>B|?
zjaQ6j+HU)oSIef~zU6|VUbB)netQV$V8N7NJwZg;i?VN$9N)Ml@xMvt49w*Hl)cJ*
ze)_{vKVY)p$jgJ~YUS!Ud&WrLTz?t(_}1>UZa4RZE)nFNm6P!A7pAzZ^);P}HFrBZ
z9gdTaeE&s=h>4Hf@-r81on+_#N+RI2_mKsI|2AC0t<Cg_=WS$qj{g8=E#ZJl|L?Q-
zHdNvp!eD|(EgT$gEG4jlkX?%x1(*ruv#7rnK)-E<Frpg%{cMrx^Ej+2+6of0-C}OC
z7~pz5SKQ@#{A&4jhztU@?uFRAp$6kx)3<2ZKZR8(*Fvl1#p0*kl6y(lvl+lJo6Oi>
zGR36esF>UN7bai-zSW>P2xJWC9y}|q;N$=GmuCB?uNurX!A_BVnW+4tAhEoClZXu6
zOWO}2=7(&YaSd4ux<blz|Lr{YhQ!pdd_i!Mf-GR=^j7!)dYM3ad_!z+VP<c^V9&(h
ztBAE5r>49h42Kt7;xK9rwPKyhep?Be;&ApNA&o)A{n2n|zy;{jG2cwyGfLuU^b<?r
zFvMv<tJC!KpBa?e6m@7;m2p><#TN`XjH+-;elm!<e!$-cZr$8ON1X2r;GAM_kk(AA
z(4X~|eGvO9V(1PZIgD(284*vw;V%8mJvcSSmPZK!rn77O7!H%Esyr;He1?}vlPAA9
zz@;2Hhah$T)GbpT8wTCGgVn`ZBg#`ku<c^U;9l6fv=X|7e}2XOeT@ypVZv&cSLy5B
zeF6!~5wUvH6oH_Ic<<mtL3l`r8$8hPBCvwJ&1Zt62lr73%m!-L)9VJ$J_E79eES|f
zw1^wo?CZS|`TKzUb7PF%uEsv16-S=(so^dqZ71!Awo?@k8N&WH7d!vyY+v^`8uhe_
zHaFCB2Ko5lC~a6A|I3o^5bQ`O9{Fc)jdKz+gaWXCk!w?k!!vvnc*L$UE_Nv*Y7L2*
zcjrlzo-w#`tGPRH2mO!$OMfJJAqC$G5xRe^o|fafcj5Y;k#U~!W6*3DQQb@G_LtO_
zm;BwE<}dp?$9{LN*94Sy8B+2hcs-}G+h%FZswEFiYD3%ivUOwk<|pp_hdOH${f#y~
zMaSpuGD@9N2qL3W;?JF7QsSfxacJU5;7=k6(sL%-B2L^29FjvML<z=>kVf4otp1FY
z6Cn&+{&ijdgYXf9QCoCMZ0{&>F6>b2S3%#Y7L(fW#Fr3fi;p4#S3LcSmShsWqBtY?
zuObP<JNVoa-bGTgz<A~dn4?+e3R8?=N`?tpm`uFGXASVk<8+$hYsV}vPc65OAE7o3
zn1)O36LHR$<>7@)3Q94`s?B`Z(Dkn_heFnlxt-1Tr@o@;3SQp#CyaKGzg!N(?7R~S
zyD$3N^J;QFea}hkf_2*bC3Ga3byqj!Jw#VO;*G(8k_-T3_<3rsEEB969nH9d(c%Pr
z(mmNefL)y?BlQqa-8C5x5IS41JrdYV!ba+SqtoX`tzOEFMMufMijr?ElGQ7*!=mJV
zNQGE^Is;2lEX&X?%kVC1_AX2EF5|TW+mD=1*pp0d66<b}=u(pCW(GQ&CQY`!w>uIU
zUveL|OY8nB;hwC$XTcZ_7YORHUJr|oiN-q_#XI4SJE{5-Q#}0Y!!~-uz`4W!ecaCJ
z7(a!vIe%l1&iaA&*4E<cRfD8R37^y_X(4Mt;m|J#&z6$F#;Wz8@#1%WqV=?U7NRpf
zFDFn{l_&aV>4xsl>ZLze27K=R>k_&=fBLCuE6DM?n(~>C@^>G{?>dhAI);lr0k>+;
zzn-o9pblLYxCJ7{F1}Dz+=@B`cUT7ace(GsT%5Q#a^AV+IP|1jToGyRuJR0>|8-f_
zxZ$UJwV2g?#qd-1GU-lG@aF8-SbgzX&l`bzh7V@{Za3Heuv3LG=HEKo9DV)P4lmmY
z2c8D9&kdzp`5)`ir>8dp^#)-<U8moxOY<%G@2_p{Z+Bk64IR3JWzUvJ$Kto<q3TV?
z)P<6}1MBDjb)tL&s&FG?^vTV{bDl&bp8&c|0yEG*R^DEj{389&xMo;xp4`SHdg|&|
zzsR#4cI1zw@NC*}amjxUA=lH_zY>2t@~}iFD&7%Ahc<;Sr!O<u9`gPCkbn8udAF+G
zxf+00>EAckv=ug2tZ4_m2z|CQ8P~mC{?h~)$mA10b`CKxoisFF!QDaCj6IzqWMNK(
z%Zzmd(aEoAYtmF7QS1iF?&h-0MI$<ev0F&7#V&Jk+!>+{52D?fI<4py5p+3nri%#a
zTUflX_1m{(4ctEM4+54MsCH?H^6vx-IC+UTQeD&2wEaEDf$D=-!AdGferk#ga*|!s
zuS$|!zE8_uU8Srx`p@TdfjrGcap3jQl6uz>nctdD#6}SER=6Sngp})|X~+8*0Z#}=
zT!935a!gTRAQXk335LZ4j)RV!MPB3MlVK2?k4;k~v8p|adr9b{ssnNc$Rp-)te8yS
zPNRG)v`mc^TUEp~%yOy@lfoNLA4L+yWR?@8S7vgMzlfA0jBBj^Sa_z&pj^9g>9S`~
zH6p7kHrEM-3|1aWH@CV?1E9Br-d{^Ciov)1hYX#sqUJtdO?en~F-$E7tAzJdt;tK|
z^zCX)u2-~7H*Sc1;5htDCh|0ctELp?x+lebG2<`m$Z*Hs9%JU0eA%5Bqho8OB5!2p
z?AFgh|GWq>Aulh3jlrT~7A1Mo8h0JzlC(ie$`2rl&if!9Kd)U4S?b$TaAS%$qMIC#
z76;CI7rrj+wPa57X~BqN<kYB}BIGK7_QN*7&H^h;P|#~biHio+^ytKj^%Zq#Om@(F
z#4qfgqlQO;1hz^a$r!Ay30!gE*KZ^~hL4yb1nZF4y#sl{@590<n6Rm$co81#!GY{;
z7O|29Re@oS^mlSEBcd7_d!k!4&ifbA6`BsFRu5q2auBe+b;JX*4mmG$G{*^4qN!Pu
z#ncKezh6(Qj1|+n73msr6Xrz?`dnM<xzVwngy5IN@9c;x-2VP1NO>Dq4gwz$r{uzd
zjI<pwZtT(am0GR-1I!XFvISfy=0+YK9_=DR)GQs&H8%3qH}qOnH;THxuCSW4hEeOC
z9VEs}P2HE+?1VFn4isly=QO+eepvV{0s}yKZNGT?aGi)1Z+Lyj`AI~DLlZafSXwDJ
zf?5iLT8fqXn%K7^5Gx@W-+{G*(m-|R;jlm~wdk)RiwgqZm?bUYV+TPa6=SI4pJY7!
zYQV-i%|s0<q){2<<o(OXb-W>$un^}>Z0h9l-u2K-Y5U2aRo81IRxlQ>JZ+e?;CTzQ
zod#6jar-ggl3y5%^NQvLjWMRpxoYhs(EZLyf85IXiKo1`vH_`ZluAWX0yk+9;D)22
zSn9}I-C_tH;29ktpVKI573ZaRaQx?aZ1OWNK?Tm&Hn!i>(_AJdX`7mIhzJ+dUk7t1
zMA1~$(}n-DtNI+&-DF!?ej8-@r+TfhmHfIp@Ag&q&v#+wOw<q?rtJH>t?KY_)iPL5
zS70A!LZ;;!5x@nSME66Rn)2DpR|Y6-oUVf~y*i$MLJY4oly~e*ZvkYCkvfmd)<AMT
zj8t2HS=(gB%xEe*2R|S|`QiJ_zYjCNp(om|iz;?QHhBk!DLGg(SlP2UI1I~B)e}0^
z!V|8Kg!euP)17{TQ*X-h{qW@HbE)M#s^C7X;y<qBKMvJfG1Z^ZHJ;JcUNAS9&^K8!
zHe0eVn=&w(GwIE+{Pn@~S6ccXVvaXSH5`@iNxnHZ99O(juZU;_`6wzVyoibthU3}E
zpq`%vr@ZEJgX2U$8t6Y|E=Hw|K6p@_b|cDF=~uutF+n#uNq58LM?f&$*hu;N_m;M{
z{o2|P6VnrH?4YY-$Cd89s3YottGR06h?&3X@aNl$Q_gJ-NUQgxWxT*wk51%3P&dT<
z8Q?_<LZM#fslNgvqBaL|BO=UD&^~!wroLF~!Y6`J2{<@p`ebn3OqgX}uF-eSgyFGs
z4oTy2+@M;vp}b7W(9fcZBnb&F^sa97l{I@@yl%s(=V$7^erHXMT`x_(YU=BUFOrHr
zY!B6W6wF%UPsG|q*Hl6Ao%_I0OUGcLrXzH=vFkP&E;%e+>+0yR7P6hYLurVF|JiLo
zxrM3e8)({kdz;$pTbkdYHp&4}0xT?2DXFR|^3y3WQKQlFrKIX_Eqp9q&nI2ZMs6+i
ze*B>p-m`f(bpr!e1An^mu`w!{jI0%aXdFh!sdRmYrRj=Coti%RK4+1n93mH;I{>=(
zEh`f{yLncUQI<gwLCz}Dz$$d&ZDwY!r}r!{&|byKSk9{PPjpo0AkyyT%W|`>k6t%w
z&67id${g1_SbhEQtJO1VMQiLxiX@^R*1b$Wq-2|=HyrIZ5|5>pBIs71F81o<yJa%o
zyP3;`Exb~K#30Z(3`!<mBtwVD1EPvzEOYFgidmIk-Z4ikCgl5*?7+p4Y?C)#2dV=_
zzNCpEYX1SAxrulSK>&piC`vHJizy|mwu5SdUm_A)P8s$$o9drxFS1|<e8)kfpnx7=
z@|j{4f<?{C_tN70rTLoRqQ!RKr)NA(BjszvYVtmbrB@xRv_MqV$%=~ToAG)A7Z{Ag
zMMLupw1ZDV!o$bs>h5mp?tV-Dl|l2PMDXcmyDkR<uGCiG-c(Ru0n_=%J{aihp2P_>
zcM+5TNCbEHyhGV3C<%d4uVi+%rLfRfiah9Uf?P8AAM6LqnS$=3+A{`%TEGMGapAM6
z>;7eNTO2lWWaKb2W4=q<=WFYO#d~+q4jS;?{iPf7?AHG0A3cFr_J)q)Jq4>6kXK!d
z5bM9Oo<_@W;`Gtd<1od*ou;aYH{gPleb9=XqKQ#n1S^FdD<zY$Dw{Jwpln1)N-S$n
zX8J<!b^IH`M|70-Y#Ey>Ih$-^pkOOq2?Yo%OQR~`3Ym`Dg9)`iIAJLU*H2A8vMQnn
zo<`z=PoNWOIrf<?+-?hv&fkyR7q1Q%D!+KPR_%rPJ)0&kPyS1nFW5BQ>fhpZF15cG
zJ|w+B)Gf>u+ozpe^uUUF>0{bL&U>Nkbjh@QNsDaBClIA=4eLFMPlAs&tSB0)lCo7P
zCMTJ{>h^!Vv9|qYU94J&!xsNmJ|rP4nKhP_BbJyWj+hM(sSaV(fY4g)Jtqb}j4Ff=
zRY)0Db@fA2C}gv_VN}eRA_1Wi4yHC9*#?$NYt!@SER`MyR^FIpTwHmCQiTA=rVWgU
zEQHPl(s4maz__kLK*o!0VWXcg9kI$qwtK<Z+qB2zTRiaxRCU^Ovb#pYTTgOX2kn}s
zIRaf5a_w2XIKSJbLF&}NaRjjb>$b3vtW2BCZ34KPicZK3b_!djf4YiFv??S|?uV>Q
z=7c#j2kotUacqcH6#d5}(gZls%y>;k2@%AfUSY}gg9)Sh9;6n_u_GGD?MTSPqE;Vp
zin>u`tC@h=Z0zI^Y@Fz*44{$qby(7HkP*pzD4t3t{*h7ogXTR{kr@-8ksu3kjDgSm
zgdRR0Hja+Me>naqBW9BJ7v0Vuvcp+=?|PxBtKW*p>$l<)U(8v|e*W=m_7@dykgO~X
zSK69eSq^UXSSc$hVddcw;A7$7<6(KC*#9tH4h3>!l#`O%yurGcCrpb0qd|MtG#$|U
zND`uQr6hei{9)l=ygPJQ-(y98{6BdeYwa(}ERbrA-R2%zy$!{=w;tF5e(6WQPkV(1
z8b6{h90!AtLtrT+=)%TOk?J$oI4n#xzcJ$dP-f037=$z!3j<Ub_(*i)O*9G>_6@V9
zE{K&!<ivpP9sd+RQ%Jh+Fzb0=TD~fF<GBs*Re<4~T+Bu*j;`Vx=woIzg{+}AGvFms
zA@kZ<j7QG<l!%VVyM$lp$XvJ`TS5pz_1pIpFh30EK2kOUi!nxwi`c<ReMINgefFn8
zd@|thz(yQm>iDDR!CwaV{_T(8_qnY5!`2gGQO1L<4@^F<a?R;RudSt-fpyn}ZVd0>
z;FxdJ-JD=_^vL6<yyz%WA`6;;5BHm@H$4pthO$2_(McE%{=wNH@o)rb*fn4eQQC~I
zIAH_EYv^c;mJ*eyz_)&A#gEN>Qm^RbAq!ySuCR9<#h?P>rQ!&Zrc4N?0Nh<X7F4Kc
zd9GD_+$i{{*gn<qBVI`-lQIW=?^6xYV};Mr!FSWQ;{gLw3hSNg6aOa8@+tL`9#`eN
zA*lQ2w=Zv6-p0PI8>;*G1O;6V1@amrLUxaW7pHGKN^NhvCwcpz7q-bR%Go!H;o7R6
z9`cS3n(8LQy1u(Z98*e9{#!k6T+Ux<R=qPsPrIi6c()e58_%e2o4)_=pP^>1ug<KO
zmiFhR&Yw<S`R~RTHQiTU`g|9Y__c=>1^@zr>0Oul`dr@@xK38f3|^ZA=PWFXHJ*t!
zo(UD=`F@|9SscNmh>7nW5;fPICI6ys^75?<J*L3nQ}PD<GJmewR56V11gfJp`alg|
zjQd~_(W9IocL0!tE60`ORXinGoAjUf=Tz~+5)McDC2Ew6X_Up>cUZwp{`8BVbVK*~
z-?(>*wjR$c5P)s|(1N3YQz$U2m5~rBk)&AVAcx>2+DMqLdTUb6_&KsyL6AP``%nY&
zX=HQ(LIsOS<Z~<qxHF&aO2MCl=UhxCISI7%nV_H4OFV#fwSzqITR|j-^>G3Wl7`Ju
zccd|?8%5i^%XEUr1k=zgzrdv!<f4&>Z~=LfU!T7~fR*LvTwE5Nuwr0304VV-WAqq!
zy#b#j(Ke;5w4<yPFTE^|jYA87{X|4X!~-Cy7z(gNydMt2+W&ylpb5e7S&QX8{IN|K
z#XXZ1lioOKeJa))D_<}cf$;Rew#w%S>G;v#Kf&KgH4*T)CX5E;FJ+yqv_M+;9rK2>
zpKi@)P5e_5UdSmXZX)=t-$g;f3XX73Du^8J<&p^-@Q1|;qH$0I-bJ)O;L0cwFie3y
z(#j*t42qX!8=Ee*Ll72WUEIf}hmJ)7wYK-YH3Ps=j#NafVh{}xR*lraXx&BtIAPb=
z%U^QA6yX0d?RT{oaEnO?lc*tK*HV}U(y-nSz{$g=wA_M^tx52eAZAXXGPYg}byhOx
zs)py1_kF96Bw(8KIKW&C3#U+^Awuw}msq?UO>oZprDnk{cjs+a`>@%CiJvp0e^$g$
zHHy18FUY9#Y|L}5B|rKs^WAj>Uw)=*_xN~Iw-WoVE0I5l+7iVt2?h68qm!s%kWUc}
zC}2csI{ud@xmiHJN;0c5mkS%G@oR@ye9#Kjh8vsWIvhBtDbwF664V;y5C%8+LBmKG
zjy#I)E3zgHN?##2jj6|hu0vl9K#RmoBdgY21JrTPG2nY^K6Gy*%*G9?5f=VGj?OZy
z>Gy5pFk&M&y4h%u?q;LAQ9zKEl<sD<KM+BY5+tNVM7q06KtO3}Q0WF4@O=NzaqP{G
zz1WNGd*9b}Ugz~Wttz7h5C0;prmUg-)sojV0RopIv5ax`)hz6+D&T`ahP@Ad{Oi@f
z9&8UjK9JojQeT4X$kU*fF`MvC;{SxO9GU!&cb!acz*q!(&asm(A;JpS`Yd>N-=93R
zU}E@$Rq;;oZwT>Q2pu}2Ut6S9MpPw7R8futx6tox?Y~qSe_vjMcOI(aBW)1CS$h0v
z8>K*N$^$fs8*AW{Fm5Fwy5i!@uf_RI1R}%6V#9B~YrmV)eKV{7Moi<4ghqz=))?LC
zc5oOTvvt~#sfbRz#L1hc<2OxoXMs7ThZ5RLP9FlMMD9`_$5%WaG~Ck>-_!BmBj$fk
z?7oyt5kOaVAnL~?LNeia%2=l}xoh_9QMEt6LSP4`D6rwP{@q3B>yA6-TRcg1l|W9e
zi|3`6+fJnKsFO`ICnbLJiA#1mdq&KxoHjPyJ+mHayPpWedFBajTUFQ#mR&vzD8BmU
zyt<UuIoBsI7~g6dACggMTOJr(>=|6|`MmPs=DIuSq$iVN(n^=K;{$z!sQBrV;+JVx
z_H6Kk1SARR-IV0H@oF9X_QT!O?S5#v=XJt;8XSKplK#WL;1`#3FXL8AGw;I#w&A{$
z57G~(`9y*bE!U^{XOofd%`w5Q>qCET00F2oKl_3CV-yW_r#0?i^*M!5Jk8XG{v=I=
zW%g}E@XqG+d7!p2JcAR-rx$LPdtWVeW^23ChuKevTR5WLRS=kn?5aQBJY`)=$Y&AD
zppJN&d+TkBPl;Owr*VpWnsXcM@?l0l>si0@O#V(8azZye%DjJnwrxSP->E(OLy)-i
zWmuSl%hm$MX4TJnGAM9YLw&FAXX$<E;4iKV`7iq5b;|Ec(hIAivQx6FGtx8PWfsmI
z>Z<|@ii#L6M2P9sws4DJ2LGLQ=IsZ_4-SaGQHz)P=uH0COJI0#z3|-u4v`zO6iod@
z$^2io#Xoa1h3fj#rdss&)9Sv3)HA*H2?1e`IdZv<>!xsn^-(CX0Kw~W5MEm9{II^N
zd^vvt8piQ_@==9aMa58s+o1Gg1$v&(w17`Qu|z?p@zmDlP&eP9*vB$}#J`m`%KC!T
z>1d&w2sDdLMik2nd$2ihw@(oH$0Vn<19dujdxMh<>P9BI{1C<(@Rm5V8kX>?`^6pR
z+u)g!*!|)A8a2SlGUHIk%ch`OFcemQPWN%YL#MJ`XxqVYd&IA=znAGTvGOKw2tJMe
zhk)5>wecnn)ItmhcVnyZVDWvE^NWSidR^bW09;#V_a%ZpN#M91IX>wABcI@R^_iYg
zuGd)Fv8ci&KxIrxcj@V7Y{%s%UoN3WlU3DKn6k>siPrwavUmI1(FXm_AzhMk;De$g
z%1Z&3=sds4^^^T9O(VKyJr<Qpr1Fo#3<bnt$0cOq;_uw7&>&!QUsa!Z6SO7fNd322
z{$_~~24VQT#0ar<S$}nnFDhCwNAV*HL&SW8gj|Dv?E-?!|J<7WNLp*~LzHz$^&-~W
z?r9F2RqxgBe+uh}!mjPtiXz9jsGbKx5V1!q=kJ@0tB-R+lh3G3_OSY{W1_pw2S*xe
zoTy<%q5w>!zW^fUEImP{Oz)Lq^A8&rWCh<zk3<^))YEfNH;aw#Q)@4!mzh{XC>!FJ
zZTM1|_))^nh$@gp4<k-7Ny_v<5?VmORwx?lZ#Q=$F1sC8ED9GZk(3?O{0xtVa<Ie(
z3*G(XGiB@#{(W5s4bU!FBocN4Rr3hB4j(J9zMP?{$1z6<ed&cN{qH8JqC?2y5YRhH
z2DxpyI2;bF12{~+%4{B79F`Z8*9&=P$|!uV#50<hlasC;GAQ9jyd<jBf$?Ff(?ub0
z##^QvxHnN^YGx|tCi@>_`(+f~kQuChbNM#mHp%;!@6jKgFTcN5(Bb2q6bHvEBSLPi
zv4eiYqiJwwrk3stCBtLBhJayjYo-_4aB+*i_|}v#*|Vm;7CkF=sbG%TlV(etK5UQv
zIbO*%!qWf=#KJ>6$0uM1adeAD<*XSD*@s*)uO2Cepiob|ygbazZ2e4J!osLviS@Jb
z<Kt!0TMSc%#DqodUG&(54V(J(WjXI1m!9slwPoP{vrZxIVgf&txLFw=zdE~?u);id
zxtV)MHLsBRfoR}cRVAji9Wypfj^{8w9+sOGCMj_l@;`@U-S$0tpz}VivopB7EU@u&
zXhny8`zN|iSh%?Ovv-fbV6kXv<x^+MeG_yZ9<R{URyR`9b#!!p@+92D!#?8vZEtkx
zM(@s>jf~nijsH!jjMi4EQ>}<U?(qK+P9l!;+AUxH6GJ@n9Es#lQt??<V!QGx$Li9M
zg4T+!6}4ZBK*j2U1n%V(K+arKb7fm~Gmeys<HSsT@;`?Ne<h`0OG`~Z9d8u}?5KpP
zYDUN*#X1?DS483~UR{lH4XucN@Ixx-hfnW`O23+pPOzUCc?vAogpeq4ZA}T7C<l_E
zy+r}m1|P!a9;I~qQ}=#FmJW*XiH;_WiAjn!^daUUCZ6b{X^TXW+6iK<*#0N61`fmP
z(FN+|H4qVR3WS#mz)`!~NWTHL{Y>7!u~gp`+tl<3@bxwX|1XNniG(B;H9LEr`Od$z
zY%Vt5F(kAP@4WHlAC7~~CtzrvBc2^q@Bj`sOnU@agU0lE@GQt@y<@}OSS#hPSPHB-
zKn5A<uKcb~`SNl>^;YySiW_DO!UgH5syUJ*BSuHtD%|i3)PLYewU?BvsH!sE;JLT7
zbTinjVZAB*kYWUiE~z;FK{zn52}qdlGs5o_2IoB094QJC&yzWi0S3ChaW}HK_hH?I
zJ^|&hA?Rb__(T?09ipZn7x&6YNlD%q=RTQ}qepy$r@XhgxQu|{)f&9$qZ=!01&RS5
z4<Hos_2xgzmtFYPBw~ZT9wL5UOC;3mg%Jni^$<W}XE?(0;&a)oAz8@fy86o=$qzNz
zTxq6CxEtw*8~_%RH-<$Bwn>-hTTlZPbHKk-b((U)x?gvL^wV5}ZM)Fbdp0CAJ=_pK
zmCC26#5FLxrOi|VeNn+r4N5)59cTe1Z4n|Gp6Cu+C)u!xNlow0q9j8oHbN~O@DE~z
z2=v_6!3AVk>?z$3J^ST|n_eyBnWq*+$1yA3?zfvmlevhzxD@3@o#95T<LW2B)!3kq
z$!?;A$>dJMgoHa>UA<S9$s=c0zVUy3|J0^D?lX&#IEfcE<E;31bBFRU4RHU&#LD%y
zmzkj^U1m-FKC|UKxsj}-R`*|rv956K576RBV|KEKg6o4Opw(!$#VM{%V;96G7zTUa
zD~7Rb2+=-Nr+qH0)LSq!G4V23MnfXjuE7F$IEu6=#FSbJeh-wvp+o}qfaox^a{L(0
zcLMz{Inv+_7aK&6k*tut$xu@bv>zK4Igj{q{iVJgC34z}A>z;+_%^L&fuJjK_tBE2
zlstN}SnD+Q^KPk$=V+lM#QAIMV$UX5%5OSndh<U|p9#tDdK~#2ZM>@9>(p$z^TjBS
z^%niL+sJwQMrOw7U+r|l87;^#SNd6&LLQhXF*bWY=o%+AF)lH0G%;HviC!NML?%1|
zh3j)JVuMH(wQM&iXoPcV<<haPS)7Gfs^Mzb!&*@rg;AZc-JP*EDAI6E7LB&3@^(Gd
z0DPp4rjdrHk`N!FbpsTIs#ixkzdCh$*$gEtlEw(2AccowabIRuc7%lEj2ZTXTzhwg
zH2@SiT5=Dk9b3t(D4-zl+0?hzH48{%IZ2B-#r`vjeoAg<#98!Of>1seS*NaHAU3id
zD>U)UEh%#9!`dp4tUjLPK^mdKd5s<h&vO=kG3IW<9q+RVnHMc(F(5IZr^N5Im146K
z6ZPS9<9|q{dKFi|)PDo6PnhXd16cV4x-3S$@i#ieXd8_3wOK0!Z9@t0S~KE=3351a
zxWocPVosoRHTJQne$ui5;u=cg|GG8MOzJ_AK4!=XLm!PuBd<uKDI0S0U_htA!YH>#
z%5K8{Du+M1>mWRA;R<byZO(1mwh8{OF==@_&+`taqAhUW$Y`;+03pcF&&$Kl#>3A~
zK&gmQfY{*M5TpmNuyAN@;SlJ-vetv}{@)k;P)$~V^QE!k)tfi$sZi@!I3)`1jlmgP
zj2gq`CR)su7o=14BBRA(?r)gDD4G$f$LY0;Vd82_6LC?S$YEr+NOU_>r;1b<bxF;K
zlxt`l8^-OizsKhXfqQHx2l+mP75UvW+zldzh&;*b{6S=5#|LCHreAPC{NU>eG?EYv
zvwWN0!RmOAAVo$+0-X@;0|H&lumNu#RhTQ_L2zrDYc*UGqhUUf4GazoOzEXEY2~+P
z5gRXX8u0e&kTaH{2k{RLm_B%_#vU1jjHu^E>kfIZh@rSkI1og6E6pARGWU8s5I+=T
zatyG4%DjM+XKOfo9Yt95%T>C;KrEf53fV~1Z`!g>?<m5M)Wongt9Q;BLiirK9=vpY
zmUMk`g|R8H7p6w_oPEsB2|6zb__waXeZ-npt?Yu2r-hUW?eRyRfZ{6b%<sshJB)%?
z$W`;Eb!DDg_-kJtkD7cNYjB6tN&S4<I{WNAVuNXlns$a_;Aq|HYL^=Njs>sTd&7Gs
z$av4h?bgq2=tbzRrPGy?=_I+4Vq1uHz-6b$QN+s6i`q~AHTNf!c7hdCBu4TkPYASi
zL?VYr+{T7o_0SY-UCf&4VqrYR$2~E8aCm2edh&aV`4Vlk6XPL3vwb+OsHze@l$uRh
zU@{V3t()^25|B@YS~TYWYBUa<W4^mf=nk>~Mt!OlW~=t;O`l2<TE6M}hQf&w+IE}{
zv-4Zr4!wq!duT)&z<Ay>!-F$Z)6XWy57N`>GJf6Ia~(Vu=ZBI%*i_%9{<;k3N)Pxn
z<}S}yXRd1WryzFYo`f*8>)mRdBKC$Q;!@i~2GR1TU~4DFh!~yvtAe$TgfjL&Ou%E+
zY1@*63N0}XVd{<FJ4~(?0nAIS+TlwA2w09RP|7qMZ5`f~k;T^RB6_2x{}A!{j*#~L
zE+Cwy9w+^j^On@!)%$mK+^DTKC+|D9pD?hJR{+eF{?avvICjc!YD$TRF|dJlMgJt_
zX#qk7folt8uZZbuhCcSJhOxRqn7C}%**D-2G@yjIt$~lBz+Y~N`DZ<kh%)@S-|(M$
z=Kf&CT-i@VXcM&YQ1)gSlMT2q4&`tfjfH3XrSLgkJN8xlkk~kjxCGv16o-zAg0t&}
z+GBQ7boJCM7Ra^=J2{^lB1-N}x*@`~zh2(bO8=y83iklY#P;d4Vsf06UDY58QVq*Z
zDbI;XTvM^^w>|3v*@Kr0zfuW9m3l4}Nd}WCg9`EY6)6a4x|#RII|X$4{b(x5dZ0si
z(<;e$q3L`GFUKxU52)o%Ty;#e%skx>EH}!O=x*|Zw@#{Lw7+`_^oV=et2x)exqP{@
z(Qw3;HDD>a4QXv~x(9?&?2k)QM37`FO2EoDBozZs4PLME^m_)iJB|^MlO~8*YYkif
z>xE~hM-(gH-GLr4&%DYW{)N_Ij=hKG62%VRpe^7#(9Dae4xmBU<n7vhK=ld7LU4zW
zHm*w1=CLfQHmSULEhxx1oEB4XRQdU+vZ-S1A8n(i&-XdD8c4F+pxU7hGpCxQ&a3wE
zWX~LiRT0S(VabaIu{JmNLno(;sUC^p?<|-i`}6H2f~tuy$tJ(1J@cx=7E_Nc>CheP
zQ@-{!^ZhOJjo;=0KkJrz>ZT{o(tf;h^$jexG1+TTklD8U6kLe;-6BGjFpU$S+Qxs@
z)B}pnEOf{!EYB}2$P_5c6!`pJ;NyFikMDUtW^#PaWGj13Nt~=dnW<j*v)bT;DZ7&y
zyY{1WTdGJ8M3>hn;Z>yNC#PR{|ALM7R3?<V$(^}+nT%fG%E4pt{KO(wG3#!nuzE&p
zBlg0CH`OOj$&?Bf31RHVtaC|La#sSek)Qs26_Vd{3ccplR=M7=UYew@BN_}nJ}v3z
zfKU{Q!FV(<EHV?zX%BnGA3^3HmAno2<K}-2_r&0cc6wDF%k*Sa;@RAv?}uFO1WHmW
ziO2q2qoZ3wT{3l@?SBq>9nqQIEVbjb()f9qRQ;$jfAp00!6plQuV{!=S45gxAx)nM
znyLw!YU$@ja;Hx7zM1CDnC4BJ7JN4?NTIQYF%bCnIaRzORkR{ivdSPTd6X*ndAe_*
zb$LPN*YeEI<wV=uf3{ytkNv95tXn`>7z*lM`W5w$&}!z<x~!N<cSzyI1gZAL>bCdu
z4{BPxdfQ0H<u0kY=#tYu#uxk*pswLr4?Nng_Wx`6-bD8{nZl{gpV9Xs&nKAXR44cB
zn;?x@8}))Uzrvo?-z~#{k<S~WU)1N0W<&moU*k%wK;4Lv4@qAgz1I7yuL&O>W2)k2
z{>;k|ZYloVNOI}Mucqr_pl)LBV}~c#zg1n*&ishWh>+iR<5O)5g-ylllD>UkcN46?
zk#=M;TYjK7%cZx>Wwy)>Zj=(Omy&H4lWZ45*0u|^)=FK5d2b9%_kZ3Vnd3F~d{X*L
zA)$1&YCOy`_ddeoZ`q%bd@jz&_gR>w{;jVR#>FGqUAo`y+#T1OS_ZlVD>3#b1IP@k
zJKviNq-lZV6!JsY&Cv8%*EhjCvASay$9uMoH77^p_(Vh&&ZN-Q$_A#4!#Tx{FXNcc
zc$Hr-!YnHYiM;o)#jId(&m$sE`<BlG>t^7NWnJ&z-%BCSTx>5B25#U4p;0>o5n1_n
zwh{65LVZ2Zu1Y>kYwdN@Zn3o~b%ePU7SYKJd1KB4(94J7I`IiA<!8`fn}nI=hDu7_
zg@kO}^v_SvA7hT!_ED=Q)^jSJL;a|u@!{@``Ki<E<D`@IOyxW6aQU-?FUI=JuYdmR
zu59B)c2Ti~*>66IQ6@T)AHMATmH@tgeAPVW@m+6X-HGvKq)=0fr=9oEeD2$?HQ8Tl
zct#RS19iraa<W&!G`8-yQ@>b_mv5$$CelnT?QL<_{Y8IV=}D*++gZALIhzCP0VX=`
zVRrIx^WE$(UZ6?AeO>`3ZvN0GPlWr=E1N6f+q1D-GQ^?@ZZbv(%krDcSQ6Gf<v&pD
zmh-a9iVcgsIbjUr{PN$c8=nIVb@bXeeE($_Vizp7Ke@c^=*|@8j$24z!r0{S*wcaA
zAQ|L{Eh>ZrV_Wv@BVyHHk|*3h3&j^kU-(u=j^(<8K4KY@OCup`U^ji=JqE`N=2GfI
zP81NF1sd@vOTBVWDtbvszDG*Gzu+4JHb((6PElvJ%S?v-`$p!a_JjGIgTG!8eb9TR
z(1t)Jsg~W;i3qBW7<FQk6uM944Di7t3te7=N-xR;RcZXc(XC>_flc)-f4nZMW=gPV
znuM+xgi(mYf6sAox8vh!)Cbc04p?|vNE@M_%FRV_qbJqHzi`U5f_@BkM_D3|@x9Q^
z*ffdUG`p!pdf3%bC_;Qd%h_AX1pvbjU|&W?-yo@FA;noxi;Sfx03MXY$uc~yqN95z
zDeOJ;(M<h?cq%lvywmf=e|;b@6vp@KX8<mFZWnFPf;b}tz59(liwmIvI>sq&3Nvo^
z<Y-$>^!H9`{>|ve%sw6*ncxd3D0NXb^Ems6YF-qXU&i;+w{dmtAx~dMBCdOIjEx<c
zqoasr>R$M+OXEH3d-il3KXx1?*K(!p3HJQ2L(r18zz&vx{!FHUlNsl|twoD@AWOhL
zi`4%b%kbgEd8!}?!BMq7G0~&ZgNTS>fz89R`2Z|uEl3WZPge)Ht#BXFa=QFu{NHfz
zw>se0NlNK?ZUBS5_&X3}6Z8=~BdY2zgD)gj76l2n=lpNF06)T%fpA*5U1xn0?MK{>
z#Q@i~u-2m`NU<c|9b3=*s$%7x1S0WYktgMg<uXgO2#bOR9y;|9u?l6ez=R*ylpmZL
z8hJ*+?Og}oChza;xBu*YQ&l^9pY!kg(6{Cx>;2zWhli2hWsk|nm62smiGx8eA<2gk
z$Ivk*`J{tqv8eh0zWT;*P4yFojDv4q%FrsBKr`N5QB(VGZ8a7<$?cr&ZBSGc6=|pW
zlF??Jbt5+qJJLhFB912^ka1GNaT0<FA}DWiGT+OTM@dOvbacvhxaLYq#T>dN5p5hu
z8cu?h?dNx|ALaje@_Kgem3+9|!lKO5kB0dq=R)*uU*A`3B^}-M(EEg&V39a8%h>h4
z$s}#0Apc#hjsdP5D@p}}&(F_BwmG!WqHjENl$IzgaUbGvzI{BLl=dCi%*;}N(^~<t
zd;5R#T#mAwUE=(^QQ^v-;o<u3;rfsLoy^VMya~J#Gp471*48%u_g_jyMb%$*`Gy}I
z7Y%n8{y48LVqWhhd=Mj+6i=y_V|EW0`32l1UtZ4s^DEjWn3;K5%GE8c#;~XUcQ4_u
zYrf)zzw*UJ-v!CX@lQ7OjS;jbBv>r}X~~=tKCSgNjQ*;x`+5BgooLcOlsPb%(LYE%
z)K5J$@NSSRorCiUJD2In&5t#>R1X_B4}m{GO+mo5u#u>=v=UUAk}dX$(3L``Oqfx7
z2f6&Ry>xIe=f7pWmOx3-HCrnUFK;tvf@GP()T!QrHB5IwdlU+{a?6fh1B5{cMM4Hj
zsEinypOBO3VU+z$f_3~<Ep;A;y?7jE`B=%4DsQHEaW?&5?tW=e@8#*~uf-gviwm~I
z?()k0ZzC?rFL~M{ktd4{C@>iM;d`(yzwfqk8IV)F-1_R#K<z0C5rB?Njd!>jCI{8%
zE1ncgmnzE!Fv%8#86D6b&APa;QE(-Q9(v3%U;lbZO04xNWn{O^B-)Tiz=fa3U67xn
z?-eNP#g>GV6Ot+w`ci0!`}Kc(1SI?r(h07(t%P{0cy-E6FP7Pto#-3?sHtNTVi@bI
zu%Hjc#R@xRkn}gv3uT`^t+D0^ZJ*_{b4v6N%nkILsH;9!we1cO>s5EPv)|iTUxlxx
zrcS|VOyLy9KoTPpojDb?6&WL6byTyj;8mk%V_D#$|J4?+hxbJ0M*&NfSQspE%~vQ;
z2FjL*ARLg|eBI3Jwj@jar0E-<2Z$I)D}ljRt7nRf2%?1W6J(uzbDc0F6yVi=fHWlh
zt#9*;aJB=bkQ&WLd`?rt_!ux$A_VQlZ=yqppA7hjs@@T3Oc&o1>gD3$lKex#At6f6
z?2s2iwx?budE1tVze<RSBD5JEis%vG4q(LC6jwfaBTT0V>0p{4Rnf8`pvVGy?<@8r
z6A!ZO#GNTN;Ire|H!*nQa4~WB`ucsFdoRnS^=ogiPQ!PCkJ|+$E?+f$qUtrA>gy+5
zUGjg#r{v29j}my(f|kIxYj~C%-^PLb-;xF}H^kUi@`Ld0o!6qG@{H1U^?D}`SD>vN
zCCIl4_9JG@Oe=(D7)&s7z`)Vyo;v^UVDQ^&*ynT4DM`T0f7~az8XdVd4336pZS^24
zRS{7#!<rhyk({LHHCOH;K4MllJKY%|c&T7;KDYYVPi~h;j0yt@MBqQKd_?+@!(&S1
zgg&t-NQ0rF9y{T1!QU_G#Q@=IL(L_Q#ORdW<%UFL9HR()5hssoH`GG&za<CCz~M)S
z=|FB*LA|N>Oeenu>EUu|t!G)zsFnLS<+Ae>x}1D5<dCmdUF+6n5dZOift7PB$)VV)
z=)!ADc|8qh?d>ba5|W+L*HjLAl*RfxB|5vDlUwW)TkJYcTsmwVETSGF@{X+HuB;rc
zxq!v&HSH!F1lXA<CeY(CgFGapvZO*!&^X@cyBh3pVQA>byU-%IpR(}%N)5Da6V$qi
z6G{#WC66iiRcvD<;spUz%a=VtlzV<4bRro7_9gAgg7v6DWtob?@yM2i+4WU4MuEZ|
z<htRKbwqKk3NaS70rwEF&^s`a`Lwajma&XCDU5?zXo_LKpM(n;4}Xal${$+S=v=!_
z2pvD`>5^Z!RkuTN8JpVKNan)d#QeL4Gy<PZp#>2z+ZdPim_O^2-Es~psVH$T5GajV
zIG0&k>4wH|QyKtO6r#=f81>lh*XfXckH;ZOQezvcD9+=;DceNu#2<*{n)>0#B_KN%
z-C{NU;(_EcmIpvbPA(oGHYQX%x6v{|B8|F{?B2)9Hj#EVkw$9>BrRY(`kiv-`Kt4Q
zeM8Uv_@EXn=@a&Ks7)4Z>C<fM7NYl%p7zi78%`+HW3~3NqLm`GxWUdb)*xCAZqPAc
z6A2@M-HT#@96)ilLP{VBn32*wHUQ9paz7DPi<T&T=3PZLA5DP5qcW2w*S!8iaSA=&
z%1nQkmcD)}KHo_G#)M`Q22oQC>k|>|RD91~{wC@1blm2lDx@DyS%7yAvZuX|!w`Mv
zv{pi}&&enyI^u1+6wtV7{d&-?6LY@n8hTLNN=23ZNox4Ms!Xr2v~~4_`i6h4orrgF
zRZAPf9``wV!4lKy(wE767hlQT-zV67d324eM8l8m?i*(QBl#o#HB!?~mgd=dzT|HZ
zMK5&P=D+?t_*U_jGyxytxAM@bAZ{4q>V#64AOgk$OMZ+>B<|oTq>6z>boXA^#L%7{
z-zb`OoyyQagmE`sUxRIEiG%;mVc<XAFH9#g*R*ai*AH;3(}l9rr2IWWfnrY|@4YPK
z4}2+gYo>?K*I-ig^;=8~BqB9#Mfmkg?!*gBjF+d<y`qMq!D5^(wWy|Erik9#4dHvV
zmIj`eea3g32Lslx#zjG`esy{`0V~sY?IPkyqcfM{r8Gd!9ld3E&QYviJl7?M<N5O~
zC}jr8<DV%%k#v!Za*NY4-xn1Y7KMMrpEy6O%Uk))-XoN{>;6pesjQVm(-$#`Z*vkl
zh|8jl?{%jYJ=3QV?5}pH0vxv+OAW8_lD-bimn0f3ORZjwHT(09tT5qZDhXH}2UcG-
z2zB)+_n7RmdWg-=zDR%fE#OFazD3(}>2hWX8@c~;HMARY3Hh5t+FYmHF+ID?wDRuB
zWmDyM^^n64uQqYq)FXL^z)yBDe3L76Qbdd(%GlSR@|w~b5;|`hW(G4GE^=q}r6D)q
zjK~`6VI%^hly(9=1q7lc65I`oIC%ytJP5$zVn->yP~dJ+HFy17JKLy?LTojD;(lRl
zxLj3Kugm_p#J%D@N^xJRHh9R86pi&zZU6dbRRaW<J5e62ksK#9Uq&nl`H1s~6Z}{w
z?XXZs#F`2KmuqWmSHByzHGrk3pq-OH{tZwU-^Wr)W$LFVw4;hG2(>`d0>iNAN|r1|
zR(!~Bp+7QtQ@$V|#2eDj6aJh0Wg3)g;XJ)ZRpU2lO{pRV=YNipR0w*F8!}`Z!X5?V
z@*9RIX(&Qq5M6#=5<eo*d~ixI7MbFFOa_(a68&_vjS0l%sf)0S9p1cRDp_n)G+_MB
z=94;Aq)<r6`I%aZ|F*TEw6$SSm>0y7^0b$7W1fsioO~VTnt;dpI+2Z99dOYY)+tpC
z(A&Oj#?7YDXzS+h%4_8u22W%w&hsO-=zfYq6F+yOi0PBO)!xV6x&>+X=DcBj6#I<O
zP3Ywhd4mL;FM~GtDz6aZ(W&@mGErfuV!UJ~T2PNU3NhsC4#l^4`$jNT^Go1M*Sj@1
zF@ViW74CH<#0MoA(f}PqNXU2L!wEycuGTZ0*8`mcaLE`fWj)7-F@MZoS`Zrcl3V~w
z+A9}l4grhiU#I@>3~Dz4-CGBv3?k8yDAssdkS#85FD(SO1+^ysx6dHDS5RRWPJ4-U
zstCWK$*npjUQP}I&K*TsIVi=4GJ?sm^j-JSHkZM+=N?=39{X<3111NTS9@|`iQ2nG
zg4T(F-aFRbx@|uEV*~PY3v5?!)bH_LE0r;*?s}%@vf&o>_SB6|)Ghv1dqoFJbo&uv
zTA?Rp>MTP5OT3eaYa91%qJ8eM(euEftcX-jjvP*9VM}~LiUx+l>Cv_Z-1Y`2@?)qQ
zEtW9W+7<6TDD`#BIj(UPeJ3gZ+IG^riSPG$TS==xu=@lO^VzFc#w|`9FT6dF?9(uP
zWL&^CqtEp!VAjDPoQR1M9}@z0LN+CytQ(x6k;E!kjlC+E&~!GE`~l@bZoNULz(#TZ
z8DQ}+#7p_HtigvLSo95%0M$!AC35&Jc@`3K2k#t5rfa92DaR!nmgIVuw0m=`fmJts
zR6mNSTD>e%EG)8Oj)B)w`PWkVi%9-)^!WL0xgxXWG19({+1gN2QISi{P*80I5s+kv
z33%K8Y-c2t@A~$O5%g&pQ>~_PjV|&<e&J4Pp*N@Tt>w>=vjrI%pL2m7`ezf8fxNZ;
zg0j9JG3|jRb@~@S+WeXCUp0a9e-XF`!>|_%*~F@3AALd!_zOw9iOGAimIX<4y(p~o
z>1=fD{AAmC_Qx`E<{UM)Z?J?ho7+%18Z~)1%kH7^owO1l?yzKxXpuSvJ*5xt6l<-O
zYi*Znt(R-87prZSl4}wY!{H}Yu1jL8)BadDX79_pc{a&KT|h&TBv?jmtuNS>Z51qf
zhB??zYN``l9q$NzsY7T07DY}@V!}OkJg4@@zt)L%jZfT*$X=Z-V<yjtkb(shap(@-
zE<Uz{yMeE~f|1XHFZRw%y9AKxEW{t6aL3(WljH4q*^W6Ova)vp5&u?t&u`=YK#7dI
znH8b}vKS&IB`-Y!&R3Ryx0#D^Dj+)SJpRp$pAXTc|Io-USom|~<P_0OdGKdM-<Sek
z#@YG)!?l#?%^f4_A16gwFHE1OV8;D@*dNIv#IRsAtEgE3{)T8oSPk*raTo!b9!^8^
zOK`j+J1;_7yk?v`aUiYdW*vQVvcCQ4#B^qh@+80&bMU*4<}N%b??CjM{?OjuhsRGY
zsWSZ>ce^#)6dsj=b}p~(e8UbMf>yLz4%2{^eeuL7Yh?j-3?1C*loN&Hyj{W{RH9pv
z5NdUI-tQB|Ci5Pe#e8Uam*4O#s*i5=Nw0vkdW#Tl?+h=M)pBQ`&*87hi!;F>S_nKe
z3ii&>D^|lU1!nHP(2^I7Cm%O($MHOd<2jCWFcYS}O!!2+aJ}Rn04?0rhS?kih!QCO
z`D$6hdcAN4<t76Py2hr;gMuX+hJD5`y4~(HC~>HiFH{Yilv^^tP5)J$1EC@%ZWvB8
zd5c*~uIu(19gHHX=7IV{`Rk9CdUzow-L{lbLU;^S1`!NvxSuP0<NT?=c3UFGE8A5>
znl44aAY1>w<<Y+J4Vght`r}-GKijZ_D4!9-S!a`=+si+P%b#?Q`*!T#OMK>Wmnkau
zGgH)j>^);U@Gaq8V{{n)Wo1qH*Pm55T$hY84f?8A-L~@EZ2uBc=s)#t=-~YEy#AAv
z@2V&BZ-P7Xz4<b*j}$(5a*wx*%KQv?HzAu79bymNxvAAkvui@kbZlv8`GSA=xS)4Z
z$yzC|)xE!f@YJs-k;h|dOfyN*LPY|y2~ve-ukD?8-P|_q-IO7*RFybhDB6ead3<OA
zsoM3OBQ6o78*2K!n@{V;F;)`BA2q7r`p-;Hq?7a-n?nME!BK=@5xn?)zMgBPlF|P|
zqkt5P+2f{Y@k8_(>HRwATEN$!*gC1U*o`mJRzVs(w1Ardd&q7#X68S3N((Q%USqy3
zc&rm)GNA^rrz>>ctG!?EQ;pk9Z;1mO#1d>T!rSxwdo5xJ1|NaEe;&0{7|BJiokc;g
zk|T#2w0yuw7|BBduW2vfk2o<xJn{7d5ESj=QLgj<Y`C_{6y*q5VC<qB%0Z=bB)V1f
zS(ZN}y=NpH)c{wi<@Y#RES*LutVLPq8vP!)J|^t&)+Zgsx}lpaLR9l#WS3cz6=Td0
z^qZx04*o=?FvpB0K6fvyleFNV!?1#xfi>+3TR@s=X8qnRpW!3yaT0!5ym~ekOlt;X
zd_vFsn3>9$io%qM!5Rm~Dp148(joywJj>s@c-V%zs9O8qY1q%081L~VBNp2-qh$Op
zzC;E8K8#G^Sp;1dT681p{rMUj*r<IAOZ=$?U?i_7#Qpo;z2<&i&|I8!iswVdI+dQ2
zvezg<icrxp4^klm2^J(C7im!DuxT3<fH6@;!7p^4GdeM)nvLmK>FX+n^v*2r|BP-=
znJ)TpI(=Vpie7ZZ<xW<>)1DGp_@%J4Qa8T}*oeN(&$qoCIl@xXnGDOxzKaOByls(&
zkx_=?GDe$0MtiU0YK3;Xz?72GaTjDIC-Gu80j@b>(s2u>eIE-D)FHQyGHslTi$hPB
z)GRF2-&@4z%Z2~E4yrymsT<PK|3EAsE;4)W*L?FwLwm;AZN|*)EXeIl#o|mQbWBBk
z%)x2TgvN#b)#Z++0qlU^nCZ*$S+<L3o{L-F;HYjli<I~}lWs%fM18#u()~ji#({Bx
z<aNa@@1szgHwKo=PYtGW-`}#!wz05%6yX0NBYt71MHs85`}C=M$kS&bA>koU!=Jh`
zjl&b8H8}5CGOocgy@qKeX=EH4pRlT6w5eBEF5;ao!&5DP@`7e$2~M9M$2{N^KSfLy
ziLo+9kUb|$doDyz&H__Wz}?2fqlt~RVG@Ftq^&=<VLtY!q=?%Mp@duH!K@ix6Y-S-
zIBXl1QG5GG8=HwQut8~g7xe`NUn(nizkiIt@W<S#T3Hzz`KUTOH-7b8{_z<)ncHD&
z7qZ^3ne@^1-!0VjXt|`(<%~r-uEXav6kExL@LJJ|4AU2(IuK*g^a=D9i?6T>sAxb8
zGE&Xf0WEvmOdD4S7CBZ~o=<$Db)<=SAMi%Mh3CAzW9L2d4hg}@w|)<^e#u5bO(?=8
zi$E}h>Dd@~7-(2&I4e{c$x$+xre&FY)5i{*&dOj(WbHLQc}loJkpCbh-6AYp^C6kZ
z4rXXV$81GS|8z7K$BY@>^`T#BHYyBA=34`gtEnIe8(F1_<%D3=uz{;P!tkS=mG-=C
zZ?=JhryI{RvxqWT%?Q;}`xa0Mb=avLF<p5v`L9;wd6#4}ehzmv$2GH3WDRB+T&FO1
zI-CnqfC>Zuq+_8`o|7T>=o_^NCNv8EUGqin8^Qh&a6KIcMeshzWWEI0v~PwGdtYM<
z7pS8Y7}?$?^tt9jf^0UX@I<5Gv56p7exT-2!y&+h0cQ8aTK;N&ch+9!l=An!E;Q=m
zxH@<lUIMV?I*0}VVVBJg^tU+cb<b1dnT$;!;?bF?8Z4_zVnO0>abeF+;x9|$AF4}|
zXa>=Zf-O3&KLC3muLrDXeK0ZKsq86Cjq5(|pb%Mjv9Jg)nF#VbpWh9e2TPHzLjokx
z!4m6Qzo5zLN<Im(xWfrw5O4{N7Yo(iXH5(e=t!*NZcXA)m=rQBFA|mteIw+K@`y7a
zPFQ0V>R$&-<0FT)HB)0b<|Y|@j2LY15p1e&-u*)G;<%^3rGg-E+Ywn3!($>N?x~r#
zPpt6u$m*T&G<om{cv?u_)H1MdOBArMO~zSwV*tWy`t%b`Rp<A`8v&YeOm7I=iYWs|
zxc3KlpAx|T>ON{~`pk1QZGsFsJtxC4b{7T9htiy#{USBR<jEH;hZ}|6or0oA``Au`
z-L|;`OV4iWj1zo~xqOUEeQrcsG*O6dq|Wofw}z;ve2;cEc?|6VhdV4$9D@VzgxRts
zb|gX>lZhA;Nq)Z$o~JojWw<Ed8vUAdUcfup#e2!p&J-o-=L=CWGJu{ydz9{3Xfeuy
zQ;>MTEebg37mJwd$=16Kz}UxLaBW18N}`*;ZZ!N*j^rYoalcO*ISUT@A%EUaIRU*u
z|5}4{E3%~@#}APO(zAsz^l93#XcWdOi=k|r)*p_gdaqoHJ$+|aerDaK2dAw;ud%n3
zP04$p@*^6ZX4`O>C(vSX(JG`uLWA%ZS=fBIMSY}1T~&&SZJ;{YhCl#l?ME&jJ1(DW
zAG@L2^#_>v8)ky{iB61XskMYk#HY%*TBK-EoNQ5`A3Ke<0h&VynwyP{!;W%8UCAD0
z4j4%z6B#BG;bVym+OHYbEfG<u<B#~)WLv<W3SFxWx}|*(>V`)D!;0vacYfLWy6-WQ
z-{<*BwwYbm^9!P@ycb{1=@#~w=VU928UyD(d;^f#Y3Pe+XGVc390ZhsT_VcO=0T!2
z0XqpW1<~=Cp@i!2`MBQWR}&t)V^Q?<K#j0Co^bFpnh4a|_BbWP03|=RznM9Yw7Cn4
zc6wgeig-aArr0wGNpf{f4!Bm5&!bAh!?WuVx<Nkjs3j}~%nCikktHm;agO94=~HD<
z<eW5NY&_UC=7UPr>YpU|<Ip!-`GQZD?r4a%^G!1zY(^rn9}t82UY3OKt9~9nMD`&e
zlWo`AT;*?wJ|!b%wcGwZdO*xS%>CU@js&J;kmEk!Jr_?DJPL&&xJQ$F6)UQ1j1a&e
z!a#5Zh$W)ti#q+!V`#rN=GW+h{dEE|G+Kr0+zogvw@x2MFaW`US@RUheWzoXjxSDJ
zTRZ~VAnH|in`1A7#0z)@kmUYQ&L|cr)6smE*f3JaYVoF>&4y0#z0fs_^#r$dN+y&r
z+7dCW6@A&43s<QkbFREd>vj`TQSysV_ijzs%t<$FrG#py_M>}V$BDGY`N+f(mJw0u
zQ@P7OYc(#@SSUB?t2KJiY4}kRe>TS;f7o!X?l)9ITD(oXMUCYB!dO)WcYi@2x+pT8
zoH!m3kE+*i^w(($oS6Cj`m$u_a+`~P?3Hek|ErnD4fYz8ac4M;;z?Seg#XF-o-PS@
zvy10tBiZHtOHsU5HALAQc7(b}c6@(Mv%bN&we{P{DRgXnmT7xnrYsj_372;bKQ18H
zg!?reO=08JIKhwBSd7K}E#_%#iW^_v`14wLS|lu8rd%=RVu06yAnv@99@IS#<DQGD
zoV+!c{#7RzI5d8r0Vr8~Re!RY8Rxj}*Q-n4)#i-c_r-gCS^=nad4GK@OrA^dXg^|3
zwOOa>2lhm27zAK;kp2h+j64>_hznxrcx)c<xfUbwe84?{vgr}8$3QxTS)w?kzwy~$
z2kaX4(A`dowo4*QL;!qB(d@V?T<kez?0siUJn)d-zI#Q=%>b8j@IjgDB<MhyMP!2#
z*;x6~Z3)rI#Nr09pXw<KjE}((+s~!8fjTk&9sPYu%161GjNf-FJq&l(%kfJ1{|C{X
zm;_}IokBqX!F?MQJ=KMUyHTuB4JwtOR?;gYK^X4iiTkN+T!X{U4`qZ2H{^iRl~KQk
zNC~V4bJCBBmU{j*d|GcW_6zl!v=K=3TPjADEZR%2W&GE!@TRyFx24qj7qocTu->Oc
zSJi(}2%CLGVqX+Z>_6cxJ1@I<=wCB1?-KJIYazCaORCrpcd^9i>L;cYXjpO_7AZ?=
zNls1)y(LqMdEdOErFzPGweez{LG#cMA%M<_oq$HKQ#qA8MN!yOiKWP*h+iOf6xoHK
zd;Mw_0ETE{liqtihI3A^r<HB03vI|O<QqkMgLSQls0HRk_$4-wP|?`;sW&mCv{c8B
zGO=i}B2X9kH-HcZ1Op4KVbfv|6G$wos3??|8jKaUw=Wg2%iN%{X*^_L(XUUu9mx?e
zT5P8vbMA?CZ2fPzP2gF2sU>hvdInplYI83~2<4vFAldj0_73!)!+rJ7hn{{C#ay*g
zk3sfgFRKAFJsrB6Zfe%jw*;SohgcE^8>C1L!*!&Uni008hW*x^7WMj0Gl~_EiEm0w
zVi_F22Ct%L6MqkGVPH^V9>kYSzL3vuPrm5TCHBZU^{}8_tr0$B!|fH=?_DU@);pP)
z7|C3j7O);`4U)f&4o!I*`r)m5&kaM|t|ui9+J=Yraii6b4CWuDbMTYp3O~z7`j!<_
zUXRpa@wLysGmkC1b7ueV`c`Re_sFT#%SqO2t=DT!CbdM^V5gA~K{nvTr`yDY2=luz
z7d?|QtFM61kVQS`N<92sG*CHEvT<-aP9TmI|B=683HdFEMf~|TZ7Vlt7^Gyf_h3r@
z&~^<rzedv14AbENsv(vj1g(OJnOChnG_wV&4YT${tm+%0g9~6)w2|0O*1UlN%^Qb0
zW*`fa#T>r9CwNE@luHAwxAa9^@3yI`F-ai27?A2+7~Wl2a7UPVM;P5o7|%+WCQ~`e
zh~`oHG{0RmUhFVlk;!O*NxbRAf&zC=I&V%o4}In%IvU<nLMoCoTkgX0_n*q&mX^P*
z2$E6#BNkal8u^(t^1VQ0o7HJRN345mjm1S#0Ik}A$bSoN<bhMHh6C}DvjUIrbXtG5
zj8p8^>B*8E7eo?tD}Q+D)){Ak{?Pzh+KY4Q&=UAn<=19<ux=eGT7F^`<ZEN89^~U`
z`48nYp%K!fqBmlqIAHnb<G^U^cFvF>gT*h2hDhhV``MK%7n`-s;k7^t<)g9>9V{dr
z*~}55qDnbT;iBMI9UtJK9YUlXPjiDB#7^E2RFO{744Li>W$dWY>=xDx#MP7xoRpNj
zEGZe;E*W|EeERI&Cz{DJ>&~p;JJ-u^do4|#JF6Yff*u@CZcT}hoo3h1pWio?+(hzy
zySv?3UZvTIu*kaekGRZiS;*gYjLgZq^(K9K?HzG46juVL$&7gV^xnl~yKH+Gm`>ZT
zmu0s=XGD(xe1x7}XI^fQsPuhKDe<E$=158TOApucmD%C85!=$jKx5@2u7p+nSK*TK
z1jFkIpFSONaUpf}!g6RIq!jMSj9rt%B_;mZ`fc4o#4sK&w)*<#%RY?&Hk*h+H;bp&
zx1-ZYE53(K>H649PhRav3-f>5()F0Jq<7X<3cKfLNxR4|d=J(2*WR}GcguXo$&xc~
zzj6(cy*hCXI9=%-SBEUniN0NZMbbrw+ODzhEODu=v8`_nscvuoT2R0yU&kZdqVTAZ
z@cB0|HeTmdU57_WOUsb8*URca;@awtNzt|vPaosV-B0!!(^OiocS}6C+-<^UhJhte
zR=&!krFr>kBm<<$9Y_hZe(BvtAGyLd(kDviz4c3S#^aY>+rj(bIl-%*zG$1-fuc2-
zRepbDZcYk%Bo7aT7zLjZw$9Woy)lLlam=czn8t&ANcsEAeOGV)lqXyJzi!zg_hHUG
zYYA;6RcO5A4qL@1LgT;dIyg!lzC^EqDMu&sBC!hF^;!syNu*-FRFk&gR$sWdDhFUQ
z{)l=cR7)=P5o=Tn#c)Z=iVNDpc|pzn80{N@I9)Hz7JoFX(NlmRPUMET2@)~9DQPH+
zdk20*uf}O=gYEtI+?=1-S(R+JdIXIVA{)rO+HM{`!zr#>!bbRCg%4qZ!`8d!RO!#D
z-fh1#p=`p6P-w;Ly18;alq=}4xaqelLg*ct{xDV;m-U-HKNi-;7?fcYn7CktQ9|Fo
z$hi}sn|J;GtUsSi{d}1AL2@(fsI=QvfxRBVN-o~4g@7U8)6?tC_fi~q9)B;&g$7kj
zd%YCc%dtvyh?g(h$#!?>^>}Ct)c21T7kw~&{3(%GRNXK65IRwkmXac!j>9+)YlEV#
z|49@;D2yr34a0B|Xv@02bJ0mi@^A6_Y=aGT!uSM&WvWU~kV&;{D3pg*s_yvT@$r9W
zt=U0m68SyQHMo(SCntdGiT^q<Fb23?x?S)_S^a{#cbcY3>j-9Ei=r$KYnv$!b3vA5
z5HBKWe=HB%q8CKHPn*Aa+H+Z2;SY5S(Lg+p$#Ff`o+pjaMu9sNPrpWm#x#86mz7-=
zbvnuqJXIf#OVTd?Y;pa=&2X+t)t0cOMb)x}eDpd2A*E^~K6D1H?v$6UPT#fbK@k}T
zG&lEw1R=(Z<!*9sKLfv=?lLhgUeCs_)N8f*m@1S<tI`^p4el2u|GO=Bx-Cp=?xvWO
zai2xZV94+LcP>IuR}}#o74|Z_thu_sf1F4vHcp(BDWz~V+xI?24^5M+{LGSVxoRLN
zh!a5ytT;s62UkZy2>1zJVU5Ku8V1v9Ev1#%rg5x)FY$i)I*NOXvi@EAl|ltmg&Sk!
zvJRz+_N}GGE~t{ZTM06d1|>@Dja`(bURu)Rcc+Z~e(g}(iG3rb{P;CKFE4nM7hCB(
zGvk7qih?LDPdNo<xq(s&du(aR!IKf|BVDmo^PNgX5rRt8a^Pm?`dQ*lsq(~4(IeDQ
z(aFU-ki*L12g?1x#(q=7nBpU%bsg`-&iVJZ;bDs?*yd(+U=ULH1{<4hW+va!mZavG
z0tQjBfjv|oZ|?K)Ary3UJMwcwpn{M!*clOJs#w>ti^u)uEb$b?Ou0QsB6daK{O!)|
zKNj}qeCMoh%blv)LL1xMN<X{d8yoGufX>#abuiWG_^up?GV#Zv{2C_D0|d_f`7Z<e
zemH$<^X>c?P7NCV{#{{ip$5x3X`(7FCFQ2^a-lS1WN^ry<W--)f6Nc@yLXS}x2f_t
zINamnzTMpD`<^j>tjy2rsHm(Q93NLRfVsG!5VQ}l*B=R&670M<4T8)J&75tWy|Ayr
zkzM<@SJOvAxFD<_O!>37fiu{~c);>}JS9#<Vsex)$b_2Nijn?l;t?y5VGm(tFUG1%
z59qOlet%aTl9<G{&%#rqAl<?ex0;n@puMWM9>r}#Xb3t4odZ-Rm0ZBoFdk%?y86^;
z+WhGvp6tiyXzF7Ip;`#RNPDQ{;o=3Bx_Vf%z~A4CjK-331z~nW6CeN60#i{zqk>_Y
zR^DChy$U6|qf3qOUk&Qd%x@?y5qi0`Vq19)wVfMVerK(r-79T1g@tq{CmdlB&qG4o
z)zrcr@qeccp4a0u0=ZP`H8nwjaf)c^hzOS{oCiPL23*|dc=)?O@K>BFrJ8DH|9~lI
zMRS1j&nr5hZqc}A#wSA`IYbb4e~9nzmtjOZw{H)hPF25IOD*c|20bJML$g6q%y=~D
zI0z9h^mRGzC01NQUtgJ=SiKy3y<8$6LJNaIqbR+oVRKbn(W-u}v=N7LA{D777u`Q6
zptUs}p7x>8d_UgzvKbNz)KLX|?YiS~=<>81;!Z2C%rCoPPmjn&=)GcIlL_$QzQq6n
zia~rSHHS+P$(X@8e>EwqgcyFG15i-v6<Tk>RgQ5O+*#sLHeA0Kx;?VbVyJy1P{idj
zJy5=1peNbmTWAAtowB+Plu6i7Eq);F!pISW69W$dKh|)-^`5771KDGpd0o?{L9?R0
zuy(ynR+M!6jCA|7xV8CgrEp=8l(aP<==H5F=w6YeL;1HzFN#(qvib+-16US-3g-mS
z|L#zPr{pv&8dj&UH+*!qC#Zq_jbfcWKq)dJ*MsOIn=b$Y>)UIv62dY$`D+#ow2pt;
zGtPJi^#b&r;8DeAeMYM9dZ4mDB;B7FqOyoUg4_poOMsvgi4)%T=RL`LlmZM>t%wB>
zCayDz1SlmvOct9@#*X{wAHX}9Zd)i8bgiQs7Y4G#t&2*99Ro(NtgRAu&FS1HJP<=_
ze7DL|sK^=|7lI3{ptzlX$xYT+9oCFY65p1pREqv!>i98sUrp1z8b&TcXyl_cP58bT
z(4=scypxK1pAg)9A+KFxcW87^UtnSBP&NuFOCI+KUI>3rnI8DUXrb%b!7%fe%>=)o
zzk`is{DL_)srLi7G|RnJ!CWhynFnw)dTJ{Mnp-KJPI>Vf!5C!jTbb;9d|W#b*<cY~
zZ&tPlIerg5eh)EmM|O^oSh(~X#vV$A97ctVWIkdvQ9o_3AbE7$aZIGOSQ>OCE#g_)
zl`QLFpbh=@9NAd`+s`i16z)U;U@xxK_8KJsV<}cSjYQ$9>4(8+2`Xd6Ya-N%r>VQ8
zF_HTn2^N%pI;-RXZ<IZLa@NQcyJGZKae;=Bp&>gFkUyD``*Dk1T1?|fw2UZeJl#;X
z`QE<o{oA9Pj>jvw{?m)0;j2woCm~g>zpAP{+CDS<uDYtaCHTFQ1ttw$JA5S2oUnwD
zsAhO+TdX4XNc2$ndR<~IA-;gYANyAWpFdim8G>8HGv3653GnUD%SZ^cC^{1Nec1{y
z)l_h^5;!;D9^NkhwXa}~_1w-^E@>aCuA>gGQL|R(<RCI7jIs|c3uEpB3(0Zc;xR^<
zatIj7rc%Vnjd3=jkK_4zS)9j51%V?Dc_GCd^KyBf>K>agu^!^U{!S#9Tu(CsF`?lj
z)r*3NsCMJA=vYvB=xW6ZNgHKhU|%-@+)Q!Q|07~fi6JU#7_*Rl=f#if=?Q%!WXjyU
zn#2q`5GI=o4(A?PErLCL$YBc6i*Ua#mfo+AW}A*XP5<#<{U1wb9o6LfuyMu)8@Zu$
zZGeQ*DhLuA-7VcADBWG71yoQ{LJ$NLB%}plgtUYx4bt5qHQ@Jr-}9csf$fi-!?x$S
z<GQcwbH(mz`fc;isvrLp8FFM6_qH3_oi(lNQL%2(^;{w*u^Z(gWT>2J@HmQjd5cNZ
zRaTTR$_fuog51TC{Ia4htcoIx;4Mu;^diNuVAF^IgpzZp(E^e_wGe~;@t@U8rN6(w
zufMm4{p+v$Uv)9}-Muu~fuy86ZSdJ>Y@<EJ<7)rWzF=W38F#(Rhg*Hg#P9hPymFWc
z4-5eahfv($SLi?`E!OI29)fnyIq^<jLyDb&nmfY)>W<9a(xMH{l9Z@=FFb%pk>C5~
zbNlb&i^JCYRs#c{S(?5+s5<1mNj|&zn8wiDMu2udgbx0vC~>Eu@oYEY0_4JY%zr+L
z;fOX~z{6G+!!VZk1O1d&AX>18y&<a%bvx{B*hJ?5>&^3P=!jqxO+wG!7plGe8}Z1S
zy+in$$Hu|ew}5CDf1{{Va*QB=OqX)cFG^(g^`eZL&$>@vgW{s4FUN5pY|gL;@NZ@z
zF)*x94-}6(1K2ukrhwuXr%j53H}Fys%G^**2@puqKUHIJIKYG5VW7VIhaN^2icQ*@
zrS1v#3!*<|6?T4IJ^s<1*e@brz#t(yVd2u^S-qp_?q`SBHW@Us$geE4Y5u%xEH?@)
zLF7%>jDp6iU%8?XZzYKisJj(cr@zsfJf_Vu0ih);LhhUEOITQl0Q9h*bP69sh@ye1
zx9Psu)UW&Rj67UuAc<!e%+x76Yw3Zr++$acot)`b(54_depkk&GKL(rcZ{!+1{X@Z
z7dp69Rb!y3<dn?64Gn~4Sz<O-)Z?ZXynWQoehJHEO^g0J-Od5C2t<pSQC9m=)GG*}
zD;udDcL)*e>+C!*=nYw&-=Jml^Jlvsor3lC{;nj}ec3cl=-_^t+J<KSr6ZYF_i_nY
z7k>tAykdHK>Y6g$q!Ri*s{Q(>HpW^1gR|aLGYctf<qtlR837zrN&sL4FMl#`M0^y+
z`EN*YckXS8(>$W3V^_eN$d7mzlv?wT)lP>UV)OnDr4FJm0(|eHM}`JW+YuRy;P@!l
z1>;~J<V8wr`NkE{<+Y1_aP)nWibZ53qn`$3|EJKPsM=I&Z0Ab_LZ*L=ThNM3>z&b-
zx%w$~u!_I@$hGKBEYc02_Qgr75K(gLkM)ibbWuylhx@gf<AB;k=h!sw0pn)H0`b{-
z1OO*9(dCGF6&V9CT_!%<N|r+nQW0VW$h8q^@-jjT;4Y&VrN18ve0DPWWcw*p$9(5Q
z%#^~3S1>)9buSiSLmNRwWyQ+lpcR>nBbJvgd0+h@yH<C}vuksPl*n3z8sd%Evh~=c
zj^GfY8z({xs?G;nEl3E`pSv5(rseR+h}`}VJcg0s1dKkV`AM?WyIf`6QH2y37K2zi
z9naH&w{Xdw@D7$Z`cPc>ZL4@H*f)n6`B5yXHh@)0!h`lBU*Uks&uon-<kMQe;BZ(K
zd)WLu6nJwA2zI)taA2nX&nv3W4_HXt|Fo0b<x?jlhYLA<&HEVVg2SjwmsvCdL>6yI
z>eGfz_x(sf+7JR5w84MEWhKFFaHn%96`lYR!HqNkSPwVh+zK@Gar9W6bpEWY$88RT
z<V{{{ZkW*T)BDu^44VN=n}JNI$I^V`FHeGpw*HDf_}BW3(az}rH*)V+uRvGt-L@Yh
zCvSpcj%xY1Uo&$L(LmZ49vh>?Anm`3FCq+I9@ILv{kg|KeorL5PfwGk+gUAzkMv*0
z@?FNYU7>-=&+lK-l8duEv9hDW=jB{6+-L)$n&Kl%lhdji3u%qM8!UL?bnSv6sPdO0
z+f>Fm@>zU#v=X0~8&387$M`(7>}Ct!(PwLPnq*)}E!B*^!_e6SX@fr##=TeD4Q&a9
zJH_8S<9=1FHN=uc@~@hwwOgmG@%ET+Rp`&DLo&xEt6I9?^B;5<g4e!8U5u;P=SZ;^
z-RUdvnQMop1gSQC7&b%E>V#o?b*qAtOGaJL9oO;g<C$hd8{Ijyxy_xsS<vPxjLp^7
zcmX+fMQ8bKfpiVSN<JafP==u!xY52N$U}IOmuJXRVaQW#%2R5}Q=rE~v<=z^9{{#w
zz$9UF4N{=zTt~ef5lkKxOnt<oBgDhC-InK`ApPW4NqrCdp$xB2g8iYvm%^PXl_u{u
zr!d`9rXpS@2j=@f#T?V}9g{saZMuxJ$SGp^Sk@%v>Sf<LeWaD98Eg6TuYN0gSJdn<
zY>{!;TcmQs#Qm+|v!j!J+P`sW)5-kTBReu4vkNLxBOBlY<BsR&w&EZ4qV>I2PRK+w
zDj26)oHm0;$G*=@9@RDNnePq11_NxHZfO$k(4345pTLXs$xJP6=7Ax+yiL>wT(Iab
zy12PR{faE@JhT4jK|fh_e?oP?npeNtkV0n1J0z`rt7XP{Xy}E69VqiWlqxf%`r##*
ztck=`<n-UlkzYk_YjN}0+2MKd$4N_C`_P>C=iG-jtMzmbTBYA#KmC6zP7=u|+9ojJ
zeq{6eT!lHEi5K6qr_ID(iI<HR6jbnVR77!9bSt(pF`ctAAVVL-kbkFQk4&k`U#VJH
zsY<S2YCm0CLPpu{DMq^~DgLE=-OR!oDseyJpedOu>I;K$SKr8ppRFy5U0PEs<Xz7B
z&iM?Q&H~@P*nVS?ee*gxAn~SZf3ZHAu2o?0=3Crj^2ZdJ{l%OFOk`qm3|A*^4ljlY
zGC;DCQSga+vTEd7eirU_b}(A>(7tkSWpwxaUmZ}w@hK+eg-P&0IlTaZXVPe9%G5DW
z`9B%E0L-%mmmB5^rn~90w$3@M8OF1Z9)9N(YWZZlTwojS&oOlom;S1yzC8am?kpz%
z#a=+Q1RdWM{};kCXSr==Rxv_s1GCS$>Hy7YL+SXiHPzm3ru$Fckx}lAZ-QL45BBDU
z$jI-0ut-!AOK4`h`-PLEiT6<}w?u`+gJNEeQV#wC3Tk;9N4;QOId3!lvyNZ5VZ6lY
z{boR>IEnN02%4W~eg?IfoclYqn@eNEOF4EH={tW8Eye^DV^D~OxYUODI(a4H&%(}`
z)a@4n2-q(oq0bBWXeJcWor_On*tStt=FB3T0NVzqAC?zCfb-El(lAozceAKG{_ajy
zz1gGTC5sBq16W*gw9=XLUMa+q6TsnyxQ+jOc-@D^$s7sc0uW>|15dk%v|H9MTuFUe
zU((|uRagmrfAe~8B1qTc=984F!|CS|Dk2YMweym>{3S)PyEN}v52~2ocWO%&#a1h6
zNbdV|{n|{cy)uWcg{!$*@3O)}Ts!~%QzOC9DX!ZNh$^B#1MTQ4s$JPE5$zY;8IJ0z
z&Ur^=wx8YEeci2c|K@ljE5sg+!?=r45*efzx=JIXnftaO6d4zE3lt^JsB3^LAh!r{
zr(%;0pJI;lB|u~Fk$_X(>_@t#y96yByueA@LO>smnE<o7leKPA?JV40^Lnt*#s6EN
zFc17=&Hh8I-!{!@ECFCXo%exkVk+oL>j^ptf{7|nmC)T(PGaJCIN<SVCY1x)Fd}Eb
z2GD(CUK2P9kr-@cdT2y89WzI~e`o&SK}lqg<IGXJS2rsvAUac!fLLvx$-vLWWe@C(
z>i`oiY|?^O7dHPWS0W6{6~CFkz`avTM>aG>iHigCB`rA*U!@^dD~T{d4&`3Y_4{Yr
zod296LMFqXG57SL7~BS{gTOhxBoNZhIA3^h6A3Da_AzHTa#t}A;(Yg5EGvizi@-F;
zywDtG;d{tM!eo`Y)y1Wqhk57GeaIdPkSmxY7a|(AX*WXoyS4%&_P#u94KfB{17z}}
z^B2y}e=uBeE@*?S951Z_UuQ$qX38=5WPnRFrxZ_nNjcLOw|4{s7;5=(W-S>U41|bq
z6!bp>twJ@g!$}kWy;|cxBl@F`moxA1H^17HEd9h%`kAmn<caPtxG&JE_JHhdPlmLn
zi*igPdkZm4o^OU)=b<g7Qd<XX;5QvQk>|xLzLzh`<6eJJjjzzqa8}j|c#}F3#YjZW
zkT(d>ttyJ_8xDH?owmFU$B%Mze_UUuM@Ck}#<nssoQHZJ174rQY6my&Vggyb7@5xy
zGf@N#-<$D{7zG+!*f~BntwapHzd2hZnuqqy%mm@7Kq8OCPwZ_Dg9L`ST9k||yZqX#
z+zy~m?Uq;e_kZmp`sWw-aqZeS?b^uwn1D38NU30q3}E6Q&K-;lrr)(>Wc3%9Jo79G
zd!FZ3)#_J;>~Hyqz5dwNmcD+nuGGXs&ZK4O?fbLFPrbfYqpn8M$x&9ROWAx@+eafz
zU*ApP$LQCuyT5+zzWG(Ycnd?tf{<SZ+C5f9ZR61#OTfp!d?$&7Mp$^A7E2f*7RA#%
zL-k_;PTC=R7#Vp;2>uG*bs&P+Mdp)|1maQD&cHH5cwfA8Ut3k392Wnpgogmm$rFPE
zupm4vm@l2<ces8p)FZ6ny)QrA^%uz^KqK;qSW%Qaa7mfATDN%vocSBfR3W;z*R^-3
z8@$VRZ*y?S4O$0ECPKuOl;Fd|@4Vky&uM(>y70Lm!R>E`jC2zis$a)Kh$mPDT|<*8
zZO~)R)0(i(maAfY%I77yh-|$FfBsarSgn%AEl$;<TAQjC7BZ_m6rMl-GdcP4{I&J_
zaFqhGfb8)!5`Gm`mteCW9kJ0mItmjy9tSiBBqiTVR5d@Ts8tO0I1cnW{p{9=|E9B{
z`{b9N(Q!>>r9>+Map9}&?7FgTgL!})?;cJjaYwYAw6%0W?1yU<J6NLv)<vaVfde?s
zBqH+O4~cBc77%gJg_V43ZA=O=gnG6y%dg{6M+fiZj$_$dufiNT`fPX_os9JUL}cT~
z_nAL($ava7c&pX^tF8{W4Z#EW;5Le&Pise94cx)nP%YFj%3DGx_xl|wsq7sxq8p6V
z=b2>a;}>$?6V@lf6v;${D~w|OkqB6+-r9aKu=00Th51-uE-?U#F-D460=|v)OgWOI
zr`ksmvQ6mMSOD;^&t=ibj7@AMfb!FpB09v9b)$#<X>KZu$d=Aj@RQ%&<2jH$_{v*x
zD0)1>RNMBM@MwXO#%pHju;t3$5e_bTB-*|xa0b6jqJ~0rqDv;79L1kINo;MJw+FCa
z5SJ6jP|I;Fe{I1g<Vus?pWp8kW`EnEbPUJgf&WS;fQXY}^7|XzrUd}@XbpY_?d#G=
z(YQ4&s^UBw1>!(<s*zl?i&!da8>Ct~zxm6@M*12Pyc?Eeiy$0A6U5E~GF6z-OHAbp
z!`!eu3vyz#vMcpD@{aO#<t<=aSOZR{`1&gtmX^mqnd3ay`SUt2QqDlt#KOckArUWX
z9KG|^)K`^vJ1On&UC#Oh0KAj+^dG9E5yZ~U9ps+S+~*rD7gWchKlL%tdvC)l_TkBs
zlY!qaS&sQ<e{SzhG{u;o#5V;<aG)xAB%2R)p4bLE8#=aY8*ElLAAg#8l9uu*d%1Ue
z`Ncq|0|1HvVd>RE9;UVP#4X1T8F9Vg;MPTj#UZ$auGysR#030#M4yGrp;(EI2|@vl
zK$yG=*m*vbrst%SnrF5OQjR*p_980_t={AyV8>4pL{xO@Fh~c}I-ryjgvL=2o`;u?
z5m(BigkB8t+=#wG&p48UZroXb!7*G*DiT>)ba$IpRhU4zMyh%Ix~ElYHIxZ?Gp2O?
zW#n{t8>fd@2Ex7hEBThD$Fr3CaF0&3qy`KKP<(tO3>528L!8=B2=-tek>Cs{o7g!x
z6DfAMVC=drFMx|_P*LS0?6GE#g`3`fl-b?>1<D1&us>krr?-99M?eImr`ma7tXO3d
zBp~MP)5gV(P*dH6_mL;+vAgqI-%?RNQ`YT#=DAFdN~=+_GQrfjlfu4Y?7EipS+!o%
z6#Ymnl&9cUqU2T}=afc4*o9Lf`rh1m@)qLTN&HY@wv?h(k9IrDZ;1EDxD+8ia_I-}
zYFFB0lPPX}Egs$-!<p~;)}@KtX+QDQ+^Idv&S`UZ*cz>uR^3EZgR4QXD8L$(0V4bj
z?tv(x<H#urU(6FxJ!?r?E>BBN`=G3H3y)G6E!v0oD668r@_D|wb;uXaZuhisdAU&h
zKZ3QoAV4l9NYHOnAa&DQ+c~u&H&~53C$V{~VexRInHGzK2v=B6+~Mzi2C<=UNE*Nf
zQ#Sv?-j>*(A&ixBXWE~xuHHs3Ar1c9`<)G~Aq`evjb}f*IeGDXB={J4Vp+B=B?_z`
z*dJZ?CUch-GG`~-KD~Jhi^_&C#?7+4hj&hwF$K49j+F&U@;VdTySHAKD87)+^BS|S
zxzuiMHfi<K#khm$#JDWsY@^I{$lUA({Z+!!yb~3=boCRIrE7UqXuyiTvD;|9{r$Tk
zh5s4025uK>wI5lwZQu9@4_<~3++bGd%z!1%QRU-oymjr3%q<Pwv!9jUvSp8pOokqm
zHFGQMN8SOpU_x}Aj2w`#_fC7+rj5kqs2828@_r4uVe|iDAReg2;i2efSAG5`j0eP}
zzN>Vn`=3*9yn3L!nb%}^aA>IEdTs0dA|zf=$&({a>iRPv<)J$1sN!m~!Ld^NH612}
zGR?Y-htMl#1|4^u?cg&ON7-B2kk>r;7obR<`Shfbp|>Lb<mZvhWLxe2<RVez#;A;c
zSQKfpyli?L*^Fvm_!837|GEuz`!Nhit=y?SdioIA?<8q3-1E0wr&6iZ$hhJxMWr!U
z<K>T)E;S36xzHS$<dB0;1&z^fe*g$dCoaeL>JRJGYrG|$wwPVE7=hnzJHca9;v-`s
zlVc*IQ{v;m*<#g-g85RyyNl<}mKGu=y254=qf#081rKXKO$%rZ_U`j_g6OLX$y<l9
zNoHX;$EGbWEOJL&%ku|cfqch8SM8-^+@l=Do#vhBNLhsP;r(saJPsR|arZQTp<SZA
zmW6E-GL3()zB8SxsXMCnYu@u0@9gCt*ielc{S!;sld2q4?=CSel%>XIpeZwt9B{r;
zFAIJ-@STWj*MvBIXk+62lWIxNLtwzV3b|(ze>vnb9ikh0sWbT{wvamIQ9m*zX}VR#
zcaN*_`z_LW00YaMGE*c!0ZxWP&_dTT3W3G(1DZ6GEcZO8Q)!Y|?xp11gUD__PE<^E
z0Yc7TtoCdb6RcBZkPyqBI1Bx)4Dry8{BVbu4Pa=E%ocYlxV65qYW;c*dKw9~VV3=&
ztnvf!VEWiGi%5A79Pd|=#lE&AfXRr1Xxs7YDx_OZRu&PXX`hP)bH!|Z7R&zhdW~@p
zO=dr-7XReh#Kq{#EwZioe1fBxfy#r{5$00tMZo5ra~CLUqLm%jVW9_q*y>RlqSB6n
z#Tsoz%zs2+IKoxL95)F=QP(nZ3Dk(qccPn&V~&je#^Pj<7pSv#vS&zGXr=CW4Y5K6
z_9L;)$NUyi$2`XHM>sMWMHsEuNVpx9y!8HlWNlYtYDvM-L0K)MmW)w5m5jK`V;BU?
zD2MQ1Z1jJ3k6)V1$E^JE+X$xuD<u;8KR7Gm@+8@2Y5?pzxZp?3?ikU{Jy8YQWu{n{
zI7@Y8qy&<AjLX69W4~pLJV@SJI1;#7>5O~J6G&RwN{1sKvTT^Jq-a0r2LUYpP}BlA
zwBhV6<1=?6D);{klHgPQMlK;lx17~{e)nTRSWuqXNN1z7_v5TAV#>`;3&n>goeM$w
z^S)<S?z6mjQD#)z0i5TvP@($@-G!ndJst<dDkH@9T-|f25ix5OUtY$&67qcXP*!G5
zKSWMau*)AX`rj3t@%{vhj829#-&96m)|)oAEQN8#Z;8jr$t8gw3W{d(<L~4U3*tZv
z;%^ogQ+y^C7bXO3d65mz9RUv2#NWP$6JwIUcWt7+UvWU!Al&uT-KEbp$L})`CT}gD
zOpG+)+L|WjnmPxI2fB(EKlpuY^s9a0kctgTEjRtxwGv-FxWc`yMrqC`X?0D{PanT_
z6pnEo8PXa4nKt^<ejj`x=(*f;lf*3;PPiy6kN6t+`l<I(A!ywClaiF`9etx5^p9I*
ztE4RtEka_QxDGaM-i$$)lP*t!X<nkdsCpAT6&B<XmVpE}ebrV5oXMsnsk-jM!he1-
z?m@1dMsC!!e2EN`#-REUuU-?%6RRZxaa4VS7jCt#m7A;vf0<rVT-z6Za$MevW^EKZ
zHf!LnJwz!Ch0IpxB}~vvgwkO570hI6Kr;6$b*@6MJ6R(1jgH>O@7^TvGPqVT>RG=|
zV|#3~x-djef1}MOn8&kD)4xU2zd_r-N!!0ptp*MnrhSe)J0v4UuhXbiDR0rJb+mmn
z<SBsOyKBk%hF0ogL4UYcdstO}SlwV)SzG(HzV_?Ma)xR(3D@_bZ~D$_mR606zj%sl
z9}x*CtW~5K`KL`<RJb?m@Ay`<aWt$b$`@ODYgx5hDIY5PzZ1IWh1VIBcixq6U+OKy
z_b#{h{{GOLxY)b>>r-?5M*HUE*Kc%xG}I_uDok@*Ha5eiCGghDXC8L=wGoH+U0l*H
zH9{HR<Ig957x!*xjXro^<Pet0`LkV6aJaOEz~!v?oDSXU52_Wjj|<Jt>X^9-S{6UV
zUnS7(tyu;eW!zLY>~qu*tEu&91zU+5;cDG12fizSiRcn72U?a6gI8x~j!o@oGXo_a
zow!o|x%C!V)Qwgr3(ID`>^U4go_MWii{y&l%O%0`@VzDpqrcrkMcS&QsMN~B5F#ac
z=;`iX73Q8_aigI1_b7L+u~@2_&r3=wgC%HW^ugcprit;$+iu3W0w=zLC%$ZgK}{AX
zeyzKE=j9b^O>=X5fq|_-Q<pA&Lryv^I~(UM#d{iVH}H@ioF}>;H-9+1-;_K8mtE*S
zaCpzf6_&|vvs}NiVOd-p3Zia1JUV{(<d&7Fbo*UliO3bL2Uem*e>FZthDP`dzYcjM
z{qL%CBJ0z^O6H4GFFo{6_0Wt68yoL{k{chbaao7Uqp`Hf)z!=*F6C7R$1SdYUL~@4
z=zY&`x87uZuyK^-=-VY)xtvk;JBq9I3$Swa`a8Ux*0P}?Ws5ZDAb?Y|fB~=voX>~i
zJ0wH&I{`TXtW8QS3&Y!lFbzscjMR#A|8_k5LnMBYHsr;R6V>BXrz!%rX1BamR6+qt
zwq1=Q|KwGL++9V_K(#;v2}E3Ww^Sq1dNT(*JAWxZ+qsIjv(Gd6gYUTPEI(bz5E~WP
zJniQEEp`7$u%=<`xA%bpFktX)LpoK?4T8qMP9)S-tyR>1^d(0DW#d4tsQVV7Kk<Vz
zq|oKIOI#6g_FXORep{}oAR3s*?JTy$u=yPL0F}qvBa#d~Ug*XB;5Kwd0nrknH|UJ_
z^&Br9KYtJf#kAL&K(3he=MU@?^_I4$xn51wT5f+m2v_JlNjuTXy?0gmd3$*fMER9V
z`vyO3CH|G{PK9~a|Jsnc=WzPz84t^dj<_qqHR!(Zes6|Od+ei(qWyfb_qyr>%|H3v
z2sZ1y_WfFzw^vygR<71pzsQF#o`S#1$zo)vm6X!a?S*z`8a6g8gVmZ^PAXbXnp!TJ
zi4{M}gzX==opUu=zV!5<tcv|K{{czl!<JTpYj{rj4BN;;@E~ueeK?5->_Of}K7T|m
z{l`r1E-{@6m^tE{V$d?&DAI<Hw2)yQ!DmbrQ|*+&q*-_rxa=b}cWM9OwcDH1lPIS-
z;b&;j&HQ?V-*`xkd0s`-cgUm4PI^J4zLoY(bP3_oB8!*WXAw4l`5Y*-0{Q_W0=sew
z^Hc8<{m@6q69lqJ5uIpP`od#;5zQWRQGrqd;lV<!BuvD}1XGlpw!QV!9S7T>p*d+>
zn{dx0C*&o4x$6R~5MgBDt56`HQSAjQuLZ|OcB|mQzMlklcL-T;Inz(n1K3R-Xxrt_
z>7L(Y!VlRX5oQP{)v@wCN;zs`*}Nm28&dM;N$CAm=od9cvkW3a7(`kb%w6=D9NQ!?
z9*5N>|Mw}2UyA4q<_IGt+=d2XT(eAZuOg7N2zfSvaw^x|5!ShbagV+-%g6GF(@4)q
zxjeW7O5V-`vRbQC{l@5R_E=Kp=o`af<0n%I?1`V>CBKWQidlV8G`5lUYVzOi8jIGN
zgpBktpVj0GkJDgiW$YlG3(Jt{^qPr@!@GCIjEvly?<K)E;VW;udb{k8#nkI-2I^|&
zr#85?iZ(ZM|NMsa_s7O31hTIA*gMn~7K?ImkF}p;cE~f{!Fgd60nE2jn5dI(d!xCB
z(M<hGxa{Hi=KbM_o_+S?r#KdDXzaiMx41Yz5fO_J$rD40KjS1>SzI7lZ|?!0j*r9O
zbV5u-`m=6CHKI~ZGN=ykY{L*)B|J=(a&YkI_HCYaf+*ru&>8c5te-P(n$7;eVOQKy
z1T$%Ub-(X^!{6zlu2!bop}cp#?yjuw|LQ@N#3;mI!T}0N>{_JM5Hzr|FhNf0NbY+=
zM@Yi|InN>2*a*=5Gf#h5fXKsRPpc$36z%?_t>;5#r=yeQu1{>$YwMRtq@7$DfHo=@
z|NFX@Xfsm@BfSUO=Cg)6BYGzPY8o1D^TQh(`4KF3h2zDA^L`4Pd{Ce!zAM5JLq^O4
zyCoxU<tSZ-;(Le;VtNdFxFIjeLl_WYc|RPvXj6K7@$>D)(kkFD@6wVxcMSxW6j!gR
z>!Ru@XL9eF48s?^zs2+N4<>w2RrRxy5<FDzN0&i&mqFE&uCB$^KO_wSo-T}Y&Y3SK
zCx14I^TRBZdU)p@FcnH>lFKB|>s^&Be1B+VmZsI6kJwH%on}weEg^cK42@U!zg`v^
z3t?D@5piFp^}{jSlYY9!3Onn<v!f1)wLWFT(bf)YOO%jyK~X>@5N{+bCl`9KJ{vCg
zsl@_#|GGMJmS*IPP?Wr_fv=u`c5KAI_78&}7I)u#%{}aE`TVZ!-M8cmV(Y87RTtb#
z>%N~pv3v|n?*sjA3XjW+NyiUnXNyj-=@J~>8Rz8s)5(p19q<$#>ZlW$8g%7R+^Kua
zMJrLr#YJofL&T|$@$0fu8B<=fLGW_Qy;nGPG<p#!*@iZI;o<$NvX=WivT;SqE1}7L
zHI!~(A-F-KmX0oXD2wnsl7cwwu=#)qZaFj(26~xD+v2*U&OVY)z|4s|fDk`$9{^hs
zKbDD<_)NgTqaxEv{dgzh1@H4lQmm1mC$tIJXjXI9+$szg3m|@)C*-gwl)`X5=P?M4
zk)kgxo2MAq$3%hY!VwP%j`BQzhm#4gO1naiz;={?WnK~p9Uwbl5WhbF#Wo6)z1$)2
zOO$&=lE{hY72PM((oe>vIn@z(5H&;|fxzZUl1xWVRuyo?!kJ3vVOd{6A3oT`9V~RL
zZNLgYpZC6<m|$FKW@N;mn0>snPax^XCxQ(0K$9LBh`n7#k4&UU>}ePE6qJ)@C*<-E
zjo;CJWXf^w&o@nX?)W;h?{th&FqN#?EGc$LDm%Y5BFTm`12ck0K|5CzH&X1{nudst
zO|a^gKP!TYQU+|oA(OlUcu9ah5h58JxEfQI1izILw8CZm={$lrLFp#?VI<P-QGdUS
z;zG1!6@`!_4%U_opYe=Le3<b2(XabVPwgJ{_Kn!z*JUcaLnXHVDBs^)(?C&1(={s_
z?;8-E^OaQMDYY*!HL3RQ6!q-AP5vv$8>Vd`V=N=1AhR%R5Rl4JiE$Qh4!azYYtqV<
zbXPoziy3(?#rx$b{Uv`$8Oxq!3uE+9f!~#vtZW~9$NNsHO-&8vK~0u^&49GGkCWeu
zW~ycOsATqNvJR;;t0mkn>VoNgi0)NR5!%QXx~rQ(&!$ce#S1YaMH%Vt--2FaPb?9H
zRKL5=pfQ*;Kc!1QonebMQocMVf(e2ctT%$~NxV${H5utyEMyTGxFj2B6B%R^k<0#?
z(D2sns8nwn9fY$QWm+6bd)Nr=#yGQYlkl>=)LATM?*jEcW}Yb=Y0~a``y3HaFSTg_
zoqA{ke!N5|!2{Z<I(-p657ZvCrtzf3Ix}eC!Fc!+Y#RcmjTlCuw6JoW(33j|$~L1o
zgbmvpBzfDf@Ne;nJZ$SkMIjkI*2{9NGn9*+ZAS#O5jqHAZA>1KZAcGg+vEH6fDfox
zfSjIH8PYZnEyvsZd1DQC2bdm&19B7EHZTa~l?NO6fNh?Eo{%b<E*TM*Xk-PyoeAh;
z*KAUNXUibt@YzFgN5GlzhLxN%hN9B2P%zn|sC*(k?b*$Ra%=psX*71c8ZUX<t-Wz|
zam{(n^{K0qomEMGc~RhE+}FO`*~|K!2|2eX=Pvj6(|YoTh|nJQnK%pS0ry!1Atd6l
zK*@Xr1WvE4tw%ftPQszNUf@3eoJZQ(Y1^}bb7d&2OEcn9@-qE;HJI*jidv!gt90y-
zxQzQ0jm<ipYpDl~(&Y=E-q9&*lRaU0qkf1{8!N(|<lPmjzN;|$iRqEsVm3G<gLcSx
zl)z9&{%z{w=r0dBO5A+<@q1mn$y<>=Lf}h}qWA0i``{e2p}~qZx29dLCqZlnKkYr-
z5B$zzQ_pAqcr}FyrKK4ucv}s8b#y#)dep7955<F9|8`2a{|vX!HeAIB+hfn=QeOJ=
z#&s>G;_YX;O4HxFH3t6N<Ue@-i<~d$$B)<h3B!ctKbpw2^ajxTZp|WEki8_q2#Qie
zpuPFa_b+FlIATi~D)~LBk%3Fg3?s|1x3yZ?P?EDtONo)8|1?M$a&(XEHHK|l27>MZ
zKl%^{#3fOHH-Nh3oDkhAiAQnNeG2|pet8k}X3pn0<589Sl8D+r-yc#5yIv>rTFs?c
zfw&_F-~06kkI$@6`p{n7&RHTu5kX<seir5D$<$Y8H=j~1pYfTTWG%zXIeTOx$hsw!
zU8fS2UEaty9GF}$sKGkF*^m*lA~rD;bitkek^Y>KNCIwcoUA(&;9q2{vO2|&SH{+c
zL!b||sbbn}Uxgub5K)+LFH~McB(jEq5Xef7YS1sMFs!OFd|5?)T~8)R8}55MGN3oy
zGyVC%KV7j6l=Fszm~(SAb&Ump3z<p=H{l}!*==J+y}080?eCRxJ8c!`KGdqKk-6S4
z`$C5Ac;-}GS?g8y(YE>Hk+B*yhw0bEebc`W4fW8b#t)1wL=1F=P0U1}m`z!l{W1(c
zOu!42Upx^1C?LT4_e_;lvL_b5P;S}xa?68tH@Q4Lf@NoK(rEVngA>tVztJ&o!W;M9
zM2g2};h1bOtRPE9WZmOp`_lXkf(>RahnE_X0~vTwHwlZm`|3!f+HP`sg@Wb3;N``G
zo^z9$w?Qc#sW5_e(MsT+?3mk&IQepvHclbnzs}hBY3p&eZfo2<3z~g+-@EwBL03J=
zPk`a;d2ZMQK)#h_#e;hRK}y-hFl`E3qV0Rgc5NLSKj6zb>7sfFi^U*r^1ePD&;No!
zQDZSeL=ZLvH-NC(5P?C?Vk1+edO-Zrm%_t}|5%47gAjZWxa>9*)@B6bq>-bxD`6Jb
z5|7U)VSWH2^H>*4CyRZhM|qpdT9FST8CA^x`hC?CsUV$`veZrS&OjIECx4tZON4oV
zQ2(V~9;$|U5JQ^3<oyZ()5Vl*wUc36$b;m~p~ghA1a9+Yh<$WilaK)gfQGn4;?UX;
zNwC_ZmD0rm0_}P2WXb1k@s&`1CJh%;etuJa4W{@Qu{smRx_6ACjGJS?0vU)*TOjg1
z236%K3_Yqwv^%=$cy+3E&<+Iv&u9GyiY4l!m^alLY@Ytac&l3baT&$f{vVpMs0c8t
zdlc56SW#j=Jn|cD4}_RITq|#w(d1^OaylLlPfS28kS3ZM#mc$g0lyYT;OAw(sS!W0
zB4L&tKwE|XG>C1DpN+c53U~&g=YYnG1#z9uR^GX8OM-!D{X*nusfh9&<~6YyhR81k
z<0VJH<$Nq1iL^R?3X39UWlAWT1C+t{#i)lw0+s`7c<=!UQ0#RMwYWy<V)mE8Kna$)
zrz5POG=};=(oUtcBvBh1;#nsG#Y+o&7`fhYvrls^W7(~jw{v&+kop<B1u;2Rtio?A
z0{cGtAcXfViuXvHsZ?3wlKxWd#Xr|xU=<(^X-`l>Z8H#BZ<*Wgm;>vyfzrM+laJS_
zsxITCKIw;glpnjD<MsIfr}nn+&%aNz>wlsQWs*25vN%fL@~f@TiF*b%dJ+l)5>jav
zH~35j7}QR9zo;*US+igItv1~J(<iq&1B^khBIeV>E|c+t6bw7K3}_OZ=YvguYAQ2h
z)z?#igwF*DXO8OyF(wf%Y8}9NPf;-x*8=A#MK0;qq1LLHHR0>u5>a9ZdpzLx>_lP9
zWQ4;(yB~}oZ0yKGV-I3-CQBQ(>+18^p?uguBwh_{d}SjZf`fC$MOb`lw)m9o`l8Gg
z$fP#3C)kwl%bHZABqUnAAWw$>ke9}Fet66MC5NLRhod-$vm%GBBK6)-GMurBl<{@l
zGkLf1xVbO4y>O`OxaWP(OP%?<3BmQcUawVy{!a0pX1PYyohx`l<k1vr%yF7Xje#6h
z!FT<ijP8{L=$qY`2Q0z$`TIq_^!x1eQ?T@FJx<U1mTsDRJv>!CGgm$Hr+!A_I8^(r
zz<qIa8Nl}(-2_*iArk~|hJNubhY5biTPCR87#ZPdqBqJOT#YWWt8yk;(pp}}^EKn2
zhHi`|d<2TG!g5W|#G3X;w<VvtVh@84mJ&X`J_3NI&G?$L&Cy>@%jqB8k}avqI*Gls
z6AJuU77rTX54_NW1J`0N2k>!ozS$ongbyg!Hf`)lzuy|_5<0n|l_g%l9Zuk;57_J&
z7?^;p*#6}R)-4ul0jFqYWX|)lhhETK2CfAKu73MgJT1XxYSL|L(j}zw`!{>xL)%30
zf){CNcL!e8*8Z%k|5;lv?dFtUBkC0}G9~$U?(4+dx8GxRzkk*Jp7}O0@om5GDeH4*
z<7bY>oqc1k40m!WB)+w71zv<04xP?Q{YCGb=NJ1m)`vBQ?OzS|yzVGKzkC(SOmi)H
z4=<*=gj6DVnV0zTyHZzoV>1&|7%#IaD@_Xn!<DZ;gqyFG5!=dQ5I?e_vM~MW0DimO
zPnL&^xCNX)GD3W2UH&nk?qfjt#}x&&Em;m}pK;BFBVWx>H_yPWf~brA^}g_=4@{w%
zhRusC0<oqOMD$sIMIWAu2z}3YTjUVi`{F<jY1d;a{Lm(1o;?ef#BG23w8G-WyAKB$
z__mGx%g3PH+wbzgf{NXPxcSb-#9}4PUqQ$geEG*ZBzmC&uvR|w&CF#R5gS~U{R6Kp
z3a#b#vu|fmkd;RO$uEGEIZU{ektwvR>AW)*qm)V<vkZ9UcXzVpcUg7<McRpG?*Dcf
zZ2OmCyeb2u#5QQbqNIQm-Uuu32NYpLYDpK4*q~1G#%i$WxA-;IKBC7Qb3xemxiLtu
zoJwv0onhX6{QVPAB(luaRGYJ##oNosBtLzjNc^7AfHoHNsGWuf<*jqOXeaN*ZSx_c
zJR&&-01*WGDHZg`_pXhvoW6CxwJ{OR-O0!|U!jG|l*+u!DYK;P7sF$-N`Bk=`jSA@
z`L{)?mo}z^c@*urC>c1anH{r5&f-3gCBfp9D2FrDAqy_nD^9k1YwOJGo3y?^Ir^r#
z{}s8t`8!(^4xoj!sYmH-$H=)Ei;EuGKdoD_^IMi_N}eO6g76`({T_V(ZZm7v!NL;Z
z?6T`o^=;k3HI%ISrV~vNXzfgZBPLHwv<k{|=N*Y|qc?1*jPoNRY&(Opa<s8>4G?7a
z5+UV+Ex`_i&C3yRJ4Ra3&|wKNb4nkd*APO`4wwg~^<JzCEpKVjffl+Up7WQ#Pap#F
zikPJY7M-+&bRdPw@sxdHf_r@O(v^luf8GggW6k^XseZo#4L^+z&3{CY&jLVJRdeX9
zO!7i-Dl2@65d=6~T%74VLs^+WY5U0Ci51=Tm43JwDc~i-Da4&aQMWtM^P%#7>>p6U
z>H|D$2ZN0`42+7<+RB^a{rgNi^<{>oyK$u%U+-LlYARpFh0R|I8q``5V29g?T}@!#
zh;I|Dd=NT67T|is#^$!9<8afsVJLNHfZq1wl*pOduZ?bdh;8o;>{e>*Zm#g$@95-B
zKfzJ75EPvVl$OWXgKjTY(R88<MGGB7)|PA0U7vP8e*c&XPQ{=~$RZJO1}KC%IoAIh
z0V0Bsg93`KSxCRNKoO4IWX$zgjU~>0Jn}I5<co_JOU@BX4jBsz+0M?<moGyHL1p=&
z9~jqEsZZC?yMu#{8XC`W&JutznZi08N$5q0uiicXcsZ;2ox(YC<(1og0h_1pR+?v#
z!OZHo>`+}B9}^QPJ3^xKVVUD6`jmgh5=9>Zsnaki3TsWnwS?j)_ke<4)U_RXh{XNF
z*>xU&aTvQ$Ocw|{v~YQFfW#@Ns{=^_>dxa!<KJ+pSjxq<XodB_(6;yObVo>#ECD`i
z<=X=QLWCC*zP@VMpB8=<K~G2|!ydN~>d%Ui2oE4Q-w!VF3oQ)u@U|jh*l=hgU@&83
zA(S|9^gcUThrLfuHtgsSgvO=;74b&fNTc;V=*XkLYVt^)mPuC|w(tP;+S;YpEU)E$
zkHbMx1VlP!Gy2*%MBH|lHww`!qVgh~R+~$g=nbIGv5OWlyHMw$KCse)qpWf%7_Dv!
z_6emk{SgKv4K!l0wJPNrDxZ`>R1_8U4D8i3eNA08l{6{sZzQU#ryo2p9UV2*)g2xj
z1=QF?+BZo?WC(UPY!U$k3?zOa;h4fZ;~zhcIoRdBjo^vHcke_KvCKd6^vu1(l`09-
zYTdZR^`6HZ1at%P4JET=wH{UBq|Ecl@BfvgfAq7JWdH+wl>Y=rW-8nrN}e1kZ~3j|
zyK)p1M@L)&|NcE{Zk7c{zFAsI@bYBjy%#u=8SxsFljF7H^5Eysw-hI~fBtloy(p;o
z99UW8+fZ&@ldm%|AvyQ!@#K{B?40=Y<Q4PA`a7qs443CQuFmb3*^CzVJ`?xdyHHhS
zi^kNGnITHLo+;`nI$qqiVbk4w`__<9M&9Pu4x;Eq2{9e$_p&t*c}Y3I%MqN#&Hz6B
zoRGLw4V0ljsGI~JdAB%3=)1MuVq~k|wpMO>3!A1K;El(Z6W~#cNM*toktBea_pfr3
znSxj$I5U`lvTZ(A9}j+waX-a8j?;&7qUt*tnNWzraNuP<$YFY)L&5`i5}LWg;~sOh
zjcaTNaUb7rcbSq%dMx4yP-}#k3HKv~Nd@Wg;h)J?1H^1Yb*bxOMx~R^t<C8<+C-(D
zLO08P7&CLVvvE)mkk@TGiau*W9f6_fY}8Q)RRoeeH7{E#&u>0_9@SZ`nukh!#Vm{^
zB;==e7@8`{sn$2FAN^f9KIZ#-)Qc8oMh>)L564-*1{*jGX0RBFJP|MKPlikQ=1zRu
zfpHxlSfnORko16JpubI>C-N}BW`L{)IHY!-t7Ax>c?DVm&T%IyWn7mO0~V3Mgu}sZ
z&<0QRntuj8c+<hUd`FbyYtLf<umcD>R@$AUz+N#1De8uk<l@4tgi8^GCcS+^K-31<
z+^=QqIW~pts_ggxvj`6DoRs|cPALJzCbDMW(Hq^rKmlE~v1epqViftVjD>wd^Nc9b
zIg96^#LBW?Z{J>8{&uR47^;|{DIuP4Ung3QTAYT+c;(C2K8fWNKR0o2_seA4AkAz&
z>4M_V*5%go&#YDhMy_``>tXI`e)zAEgjmeOAKk}=Toh05ytFS)Tq)FAeyT1tm_6_l
z=!M{u2;k$8$)J@`Jz5$mP|+!Pkz7DRRY0;(a6lePaDzbhJ%!N12I{(r;GM)LKOq0|
z@DV++K{+F*k71G+{N2~PejkPi@5i1YU`U)KP(Q3FQz=r30k$pwJp`W5@Gl_=l&zS2
zO^rA*1Q&Izx;ujS;jWLO&!kCOKtzx<dT?ks9U(mLHo4+)$f0tc4To@{1W=dGR&v`O
ztSBP{Sri}@G%2`hAP9ZdVH>*qmjP@iOPx5WfC9~WfV7qfgBBxU%RujX-siae<eJz5
zh7ntYSkeN>07`9oM}3VuK0=tth0a}CUFgi3k7>F(JOD+@PQ2A9*&n|ukB}q;5>ep@
zOW1Q@YX#KDZD%*+S*(lM$PwRer@z@p;K5H=E2Y%!I<dhS1L{`%-0BBy-&=a&Rh%hQ
zaw>4EP~28Tam?%=DleoDo5(`wQ?{0K(D(yDzj6H*8`L=K<#p&==~E|EFC_GP{I_(_
z;mkq@_di}1y_tgMkn!s;690Id^;1&+3UC&n*zVTr$X;Y=y!o31BlOaKbIV;&xlg;$
zF8mIl<*33%T`%lA6r<#TP%eO<0x}S+)JZidd>XDc|BkYLGPNe-JVzhpp<viNXUwxf
z#_6Oe&~~T&yd3o#G(mk5V9J3Q!6Ml0aLVrgWjWnrz284++UJBsyzg7K?~pNzTY%cU
zCqUz_+PM-Ig0MZ&Jg`9WVd?OI`5<2ZK&%SeI+f=>I26|!r#`%Ko}tKnEfW!a7qwn)
zAVX~f`Z11)MjN$8c)1^qgaLBQ=-04UVQ1gPXV4<E=jp48H}19($aNRY69T0XAr#hu
ze*f14;u!PgM!HvFdFf1M6k)u(DhEu%T{9GD%fn|;8NiFbvk^LX9_`)GL<(xu-mu|O
zO$<}e`~Q7QjBy<ua3I8Eai2DV1L=Ql{XiVqiKUGRY7N;iKRr3U^WWWzgKwwHQnw+S
z7g|+i0JXK0Ag02aWHG1i+8}I6|MFMDVeQRnYyU;q>CiPPUE34j=8x-zlBhh#E9A9e
z5+jCtQ>c~b@Er~#{cqT{7u2Zi)bzq1#g#v$t5S@4)34BsEu5Q@a5!ydjW?oD#xG>_
zGUo**DI6pF*&wo#X@7<~RH<%oq|!B$x}9j?{ETfpEcx!!6oIEn0(W}~l|H=XEy&@n
zNUhi3IuO{whdfq@J?YoVN+BzA`XcbC@!b1tZi|8v8K*(Lx~!3sI`sRu`tL{T4@I?V
zYF^g+kWN32HI+~_kx(?9ivF2WwOZHPHTLPEXk#iSvu`T%>t~0LEA5M47e4&L%6f;;
zo=OXZ<MX8+G;yZ(B5iC&LXD{V-qBv|-kIHhao`Sb-M-a%2DS9c7K`+%@-g>*nDg+@
z_5uIWj4_Wx+w<x9t(dg5+eS{{4&F5l2E0{B|JZeIfm&XIQ^r=U@}t*0kA~<CD<;(9
z91;_hYDWJkL+jm5sjbDJCR3MLlQW`?{$PA$ZdKN|+@<HW3G=<FuSw<c9VGkk{jrF!
zq!e_6v1=>fhPxEy-A<qJ#5hjN03RF=P#>tv_e&!6sV`4|MA!u7naqp3s1zFCdv23N
z*D_Ce5dam&h%AQv4EiT0NOOCt-xNg+xNvUEY>Ve%w-wzr8IV6`FR5Ndpdi5H9vOI<
z7m4DCnh*afEr&|P$nYSo#YuC11gzMa!D3PDgkn*jH>?|=S{W?jPeYGWevFLLb`Kh{
zN(3c)zDoF0Rc+8cXpBTVc$vNAf$57(-`-S*=06X6$A)mI$pM%{ERe_dw}%`jb4I`F
z$<f2|fmSbnz_~Ik?@t<WV&iU3U*p}b&p4qwZJ?1rb|FZB&eNo-k}kF<+Qt%<C8WOl
zMl&T$kGCrLXj}T_=ZB{S1y6b7b6%z8)Nv6a+7<P37APFYHu-E;W%Pb3Qk!b{nDRF#
zBPimzS~>_ngNX8DDr(fBY_8pTAX6{OIyut)EFT@cYJI)>g18K*Cm&*YzDJ44BqsG9
zsgFyypnQ$6Ys0P0;_xbK{fEqdcx>1s%prdW>OdvnQE9-bV@FB9zZNoo&&9!qU*Jhp
zn=J2-M<Y~bimj2X1Mmx8aspu1#$#~=c;!Q?R7+s3&W@Zpfxuq1SaiI2{{8@-eZKJK
z8|C7M{HA+>0`KB*3Ti1Q%i#L9cP>W8G1r_d>WcIY<*P^t?-gA$9-E0A1NzLV4;XGL
zNkeg<FzE@V32ycsaIKY<l7~4x&(-ohA;^W0t>uH^Q=vkCMp7PPLah*UE$pjU%(PtI
z3J4-=+24<u?lw9t`ZQmc*=DY`M4&c`;!O}@%8ISitf~_@_*dRb8HKSE3$T+2SQQIg
z758764x*b3NT2XeHwj433`)x~<9*a@QnY4Lw4v)eR`ujh(faTY!WygXrlcWiM1U!z
zk<^OSTl^fn1n}CDprnNCFymP>hFRw4In2Q2dYAfoR_%E^QEQsyE%{*KEei6**eeO4
zj?L1}X|KpXhStryCanHv_wbnGII-qAtRy_?{>EBG)BxPu@K;aYzeT2aXz8vDUxHD=
zh*9arnU~><@3+Hz_65U*v-cu+uMzwwZCL7fj?YB-PKGoQ^PFd%9k49~)hx})3!LDA
zal^??-{H|EzCh%D1iP_JRd(JJ3+<vj!&g09sl6L%y_;z&TPdo~)0H<;RJYRl)>C^)
z`<BmA7P-Dc(2{8*y&PHz21R8C-?9zfH5<f782qCB616jRAmOv<OSX8*bf+X+OSe{8
zulgsI*}aD+C6xzXybj#{!CafJ_MaQITRDFd64%Q}lgKp}I%)7OFLbQ>u&ZxAda7lT
zo;Cfq&gc8y`uXsm%Z2ARv2$(k5IN+9k~I0N79?#8lB$L7Rcn|i$sEC3v5e94ryDD7
z6&5#3(|gzFJM}mIR~O@k71H0$E;17-5|C-Me+BuQO-+L98_q(lH@eS1z8<o?mb^S%
z%j8^MI$qS$BSY)1qO~XJd8y3$+g;9&wr?Gh)W0)16Fb0nA56k+AM8cxnaz=LC&LSF
zBNe;;!b$#8z7l{Z@}0u3hS4>WVhxfLH}-j_P1xP>j@iGIr>Kh9Knn`#kV&nsm~#tt
zXP-eIzX9L6A@7<<N1*SfsM_W^V@X}>H)1b_kkmilX~cx<KDT~lEPent9Dns8gOwXK
z{zpUGk=x0M%jq*$(q>=pyS`6Tn;TQ_GT%*QZkk-En_5Vi8%RZ`7;2>(+WvI*nKg6i
zNchHm<n!|AM1zb%gWygYqiOoPX^UFl;OV)OkhRfAvr=fu9dmmS<AI#p9+T?dtd{FX
zS70<b`L&Q(RI?0mOv@G$U*|TjFE}}vej%hXe(9NadgA`qj|1!$bJ4Q57eMhyL1{Wz
zZOM7`Z6-Gb-%GET8be!~_I<qFWbv_p9cW4K9c$NERMO4D!HL9%;rGSt8TK+}u!c*X
zbd!rS$>pSmT=f=lk$YaiCc~2LzDQdD9Qz_RIkWz5AW~?_c?S+z{Gd^p>QY&29``b&
z<YmXjgv1hGD26Nwg8}-!I8M609Gm)8?-5B-lJir({+y`sOj*UPe{ic;kb#en<(>f3
zT^^PJUI41Hqpax^uTetrT7Zl^Xqzr+V=H}ehiPwtWyzQS*AJS{N7_&aS(LLCf8}=v
zTizlRp-`zN+X9$S1A=tQ3c}Gea1kAfo8htrA6-#UG{lM#cd<TW$8ds-QR*IVu6+jb
z<v7AOJb@#*;b71jcmSR@Rxe;ukPP}xp25@YEKvwzEx`#1;gBJ8lvv!S0&cBelR5Y9
z1ww&9^S0jfCx6c^-x@0nD4&l%OxuJN-vOHZqDm@}QqRLW*RnQIe)TyXs<o{nU2Umg
zz7bd6CoGo@55hz2z32(^U)>jjYM48)v~hyob*exXqA4kX3LHvJkU+ZJOnFpf#C{{I
z-<Cn2)Xe}6*IZc{Q4;&KBrDcY`oVV^fI1M!8+9b+BoRf8xSPu=?3&(@!+bD%4@Vg^
za8b^Ak9(LM`-&JthLa_i5~~B*dNib-Sw+qluu$w<4<X1&{;~O@mWjuy+R4>J$km&V
zNA|+gpueRuF6Pbco_mdVQNiRVo}Tvbvg(XC+aUaglz5~7cM#+Tyw#eQo_LSHGRW;i
zeS}*Z>I|~q!9p2|Xf1Po0HXyAhMTRJ2^SA9od$~iiJlwG$!&t5{cvNkBVg=w)!iXd
zVG0(;&E+-O_|Vhae&^g2D!X!axzdRRO||{tJpT0&3JVk#QamSuP>G6O<L+pOVlT+A
z%jffOxAUPLtW1rl;p_-2KkMR!@3G%wLttc`A|N@`e&*Ydc008;8gts5)attDyKm@Z
zo;5ww?xYheK*{Mb9c7g>11Ar%2}Ur#MI<Db5QVsyyNHn{?h@l=mY}E=oTxf=-X>(u
zkrUQi-j(sCta+RFdX+UE9&segx*V%Siw=H5oABUDZxaaW-}jn6Jd_}d2TILP+6Z-w
z)nM`=OAmr4-CVOkL?dJ3-Nm-$wJx+dbU!8WLL`TvR;yAcMcz`S&!3fq^8VJJAY{}<
zL^L|g<=Ep^Cs&IyV=j8%Ia&uyT6tIt@*#{fzdXN7@nV=r@-t>Z0W!r9f$X?({~t+b
z8P??6hH=<{joj#F1Eiz{6(qJ%3P^{Pl+s8y$QUiHQU)O+Qc_aV-7PKMf^-cS@a})S
zANe$nW6yK%zRvT!e&?;r#=NP6Z;+nL{L`bxx8dur7IW);#{heFkwlx32tPJvV<uKT
z5^lmEfVA`vV&doDcpB-~!zL!adV9A;26(B2_<wS6&Dz-x7(MoSi-DGEC$$281D*h<
zIh!I-_Rjx6`JBAG|IySweN?c-V8tYWv&-KZMT0Xfu>QfBo-o1~ECF}Nz(757Ej%v-
z*|1Cv=DbWXCyPo8S5*HRmd(!a_>z(THTl=;*ftE$@)Aud8!-w_)FpcxV!B*CJ`x^B
z(f(hq`x_xgaQgoKV{@b<zTm!w5i?|e_E!(USyyKZ4sXe7PA%utIw%GS3SRZ~Wirrv
z%Lh})e_>9IJCQ_^hfr?ozH>swg@odbu{(2?-b^7d%is`25;G;CI$^kDbdg$Isis=K
zre?7w>Rq88=c^W(J3lzN8>tTzeHiu{<V3%7GvX9|Kt{zUCx(tqPy7M@IOPfX8d`2c
ze%;iC6Y*1Ti(L&9<97~p|59O)_(_Z=G8C7vk~7pG>t&_i)v-1YiEiAWwzSzzV2JzL
z?R~b3sPg_q77iJ^7x++pcLNIcBI^+dK}*$o*B>Q3kD~X5E!OWRzpI!nUoAs^o}!&L
zF{-nu3z|AN^z!rbQBx!CN&5J)wX3VVx|*5j$;%hq@(?f{P<8h%9<6<Kw`eJ7tF(Z%
z*oldgEXStd*Q=Z=_WWKir$1imfAsbGJKn2A!^81-@-jtzLrC(ov$Rw~%vN8&Yx_^6
zg^G`+x~-3=iXm+-^hp58SRAaRvQov3dYaY!&<&-pgt!|U6s<5lh6fd8FRfe=M)+RC
z7V9!zU#onKvg5iGH4{;O^eF0&bmZ(b@ys-d$*OB*Rdd9|a|v>O_!8Rk2y_>}aOS3g
zCvo8vLU66hK~RFl%fHhAEa;vzaui8OO!(n$sQgT+^2^{QSFWZXe#p&`ki3?6&8AKz
zw<~ML>Ntn6d_tPY7gCquFSNVe1E^ME2`mCI@t5M-8%v<KIKoWOWCR}9A%(@SFU2Jm
zeq@ue>f?ms^ZaG$1v%TH_#G83dAA*{&*C!vlejhGSUvt{%3tm#P%RfTYXp8KR($L|
zMEI;W`rU6@z5#s$4b>aB=nt^u69@;CpPi0ha0eKLWF#4he$OYgWuMCeLD)M;Z*7I3
z-4wvVBZPXG_cm?_l_;vedx-43CzfmF`0guUF!D=SZf;I^hYwY-r6qn#p9v54av%=@
z^=<t4^zbK!$Z+K@UNU;n^Gacp7#lS#48_mGVho{J5LusS$2FrFIY~|KDNTC3a_x-x
z0`B0~Eq>ow_O?X_>aoOSsLYVt!E1aGUqMF49O0V#vUx`6n9?@ZeMmO-otVPNgLh;e
zW2QDX)xCXtNht=&Z%qdg{6GwHZB75BP4fE7<h5^*yFF}kBHxSivx_T_d&(ONH}!|W
zn)V+EF=F@5%PP)2-N_FR;(q=8^mpIl5?;AH+J08MmAO`nk;EgvR{fb*e=!ex{O+#M
zi(r29)xn)xK)hX5r=1iMwaOj2+9psAQCZ~x)3$Zf7{6<acmq-S!tw;n8b|&&v2#rZ
z8+G*@4&zvOmDup-4Ek#-GBsxFYS#_bL3Cn?mkJNJ8jNVmC>zUL8wu`MFQdU`jK#UE
z)<6Y#h*r2&ZxA&qL+AWY+cg*iK8+v-^ly}z{#f>%<=$T|EU`baFXN>ecZ1$S$LV3y
zst1Zl(>U~>uYn=>>o~zhyJE9pYBfI`s)Sma^@&033>`ccAW0%nfLj9tRseykVauvp
zT6tU)M~K|V<PtBse!j?Z$0?e(ovd~^XhVaLN_hA%BWp)U5Y$$Mbkq}LNw7q?0zN{>
z($rWI1ZU?eS15sh8|iX~I{|M9eZXGkNsSn6)RKG%f4Md?oRT*j!lx2<M>!!+iFDNV
z9fM3JL#zme&|7h=9Q^!A42x<Un<fQJ4GeqgCzb@AWQCCpt2}eIG<}MEadJJ|6KDh3
zTLWF$E;PSg+hkwgVP1JXID8$G7TeDw17aoLIaXn;^o|?KCr!v2m-YHr{4Qp@DeN)b
z`Q3f(xn`Ry7is;Po>wX1)CwjjT@ym>@XF%Q%D9H)xQ1LhBklqXnokd%L)r0<U<kAr
zq^PT_YoexRh~I`1kp3*2K&m%jrg(#gYFJkRLf0S_mYhmAAmb%UvnPbDQlJOtl!HWC
zC@3T94EXsq1aDkNA-WL<i2b73hxjnUjpqeOn|2MoL=FCEcUyXZD9((`d#!%4%_jc5
zQ)|T&M<8)0M4I!T(jD=oztld5=eD@pc~3m|GB^vp<WBt0ZOvjGHl1<c%TrfVx)*Pd
z8rdw4xk+<rdm%fwQ@e3X|4ddaJu00|^QNo~L4a9m!$#3B<5#+h&k;#Kl-VlB@UoR*
z@ZmY0wE>jAZQleFHA<sz=dVtkrruLD$MWDTZcrzIA<v?5ow2ujS=Wo3u#N+uG29Pp
zCH$f6V<?vWhETiX_74uY=?N!NK<sNBLw?~mTi2d2+p05*-=JVPMUn#wfebe3j0WLH
z{xaUj=iBuBJB(RU7GJD%Y_^T|w?;Q!f9He0Jg^$Dcf9<GYx~<*_@S;&bxZK@d1)2<
zI-`9P0ZwdeOkV9k@l#pBtKx!JIbUol_ImZb=k=9O^&L8ysQegGs2Gw@))`MXzOEd*
z+xfVd2H4WRM}&BbQbL9yR6|YsSw5SFE8hE$Ii9^iyHzyXIjuYSw|0+XKfY}-usDBL
zQvI_!?`tZ_P))_uq{rBVH#OKSK5kA!L(bhKHHESjqA7w&ds54?yvMw|#~wJrcNU}d
zxd@+O@?}$m=X@?vAUtg8;+gI{Y>L=r*DLy@Vw(wgVSm9soNvs|cMEg_XmmE()d&{i
z1)IeH@V1EnaTlUzcV4JjOV_HIZWWeWBdEHMOs1wm;n%z(S7AQ<y?B}u`+-?MBAO1m
z1>hwnib8(Yo%1zuUu0H*pJn}Nw9sJdeC;T-9diXuh=A%r8^}YaQ2gXn0F2bjY%eeu
zIF%b~F3_j*!bXH5N?YeXA+h^bM?^c{AXU~q8IM_94|D8SJK+RvA!88^xmYo>(8q9m
ztmaQ<2w36wO>!!bKl=A<!hhjBh2MK|dAr68+E9w{B`+w|QxHB1NEJTfJwCS14>ob!
zmdbYu`)EXrC|-fN=`&9Q8AD-`#S_y1l`F8z1l22f37iGcfkf&aQPs^-Ju>loUmSw3
zm%t_o0lbJHvi8f3xo<23$w+E@@cGVA0&w}GxS*D)m(-grqg1$eQ}++<fg;71WaR-I
zUI$M*-Mg$_O+H2KG_!rqDCdY@GA6$N$gMT!ZzV|-Tr%{PVmOd}3mGe^i4W#x3)jXG
zvR^`@sIndb-!E}3WFFE;eouT8+(qD~ciSP0V?2c5%V(f(#Gs+8u*nyY&w$WY2n${r
z1>CX3jHuk;yXnqOq{qVeqZe0UCqyoQR(j0RT|5U3fFYw$fHy#aa*;?kTo}V4#J*K*
z?3cUw@RYtA2ps<5@HP3*rP#^k$upe?L*><JG*aZ@??EwQ6`y52*&9QUbOe~PQ<3UJ
zk)J0*5~utUO(wi<g1?*0@;1x@+Dfp|-d`$gmV<wW&gWgo#2r;{ZwlZ6e;cuE#*Jn~
z(|Av(g_!V$P#5fw;Vd9@s(ptu6Mb7l)kK9Lh{2NKLQaXUUT2CX0kgEuf0AB%54*2N
zTGXAXw}DE)iVbEnfr7qO3FsE?FBt<aN4JbO`21e9FC&I4Yk#b?_=4v4z*}fpV#7*!
z^Wc;<7=LZ8aTVg`r#prmg_04Yh*LcR*71Qzq`ZCFlbz(At<*jgB_UD)CSZWni_A{?
zXrFCIc#-{qx9G#&?{9??tH}qkKTO<ZDqql_uAJ?37p03GwThVDdSE`-{kqP$6l~pn
z$Z@t1&q}31-L<Z1mnM=t*-%*c+F0+luIcb9Z*sl*%$I#0mU$NZZ}-;Ua_jd&PwCgT
z#qibUcrDxm@zcbD59omb+yja8KmU#wGZD9^ow(B2*k)m2j1P9xck#OPq3g|R6zt}O
zKXX62>EdQ;zv=qqa-#d0I-<!ept+I=ySzKLa<np5AMp($ni?FSxd!ZC8U9TU`@Vrz
z;C*J}c*6~kDj?3L${Dzo?YwufvU&I`EBrT1g>Mmp2z)4cmTC`LmJtDd-M@@nJfjjh
zKM7;=`#papcSPqHvFDoQ(-1UUJsw-B7ck3^RXyliCBJW<>EQIy<<&=LhtKu__s()T
z^xMH3_ov6TAblg`vG~#G(GmGC%em)9b9(w?&vYMXn?$~sd#v_W_j8D>uD+z1QID>e
zuD+CszL1a*HA6D^SUtj@r>$XSw1G>c4fn3Rt>Q4J!me|jmWTfRx0Lrb2HD(sf{u2D
z+Z&E8%90|IlA`ykh3;21I@>xp1kTK!Rs6WN3GD7q7<!g5Us|8lr1FDg>~}2TQANF7
z0r_9^?QN5P+eTZC7JjpYEvpm1hti(!s_*^?fo)`t506i2OzGHeZ&M%rpid+9JigME
zn0-OR0!M>`wDEewrl-tqp>IR~L{zoNm((-D4WDz7Y3v7+#e2WDoSfa;4?=623Zh!Z
zf$G4gd!GV7m@G&(`t1N>?iAyMi-AJUfRPAyYHy}$lwtK8O&DBopjj$>`cZ^50md!9
z?jMKe1du@S-T7eUC*OP5dz-|qfW!PpBEQ6i>m^FdAYdi;izhlWZo$1sb1PR{b3P$x
zd9U}|a{4dS%7j+_=YXF<*Sd`^9iupGirc38morTioUH}nhWAv@rT>H9#RZj}c2^m4
zVKD;)_*gOy>AA=+pUvXcg|Ljt!a+FrRT$~5EY(;}DV5}lS78HwH_HzWA(ID)7InAd
z&|irK0)@1G#CWFX=ly~=iA{FG`r_PSZ$2r8hS{Gl1o}j+yb*@y*W@p;hEoh_^WFj_
z+IAmRQj$f#?)GIT0JsN~R?HI83$M2Wq*|nj6iy}cY(s7UB-Jmtz?D(;IRoVB=fszJ
zo_{767OCmN)q7Hks58x_y0W~wMTOyT8KGjRog*KQ^;wy;Op%=6S4trzYXx>XXf1;<
z6B__UdrpO^POobA10CO_?;#)$2<nN~Z3v_&(-$yGP&y!qGV~Z835!OzbTp=OF88rF
zP---uXdKw|g@yLMrqz0ZWfQqHnO&&zCL;p4|8<ngJ}KfD-QyTFGH;?;4kFcki)`@0
zHxjqXx*38J&>_36ZDg~QEsz>v%ivl+a@M80ZLEGrm==1Sra0u1Nx~rVmN=A=r3_@P
zM)=+h7#+&o=0=<lluh}x_LXH+$YJ|=&ICIv>)kdt4>J6u_zxMLVnH+u7%Klo{?z(D
z4k<}Y{*rF(EBpa4E*`?A0Jj{*vSDib@EpS%)KcD$&6r>6F;w46H_Px~)bXm0U%4g9
zqa$1lp~ONR^z3p2!8HH3GmEL)r@N<#5<z~6Syh9tLEn?qOV|K!@lM|9&^$h4QHBhU
zU{qE~>+CS#!6zW{9@@UF*^u8udfHeyxT^Z2jVF?rFn(jQ6XTD7WH}LSJ)qC1;U!Q$
zhg+S}^LeK9sF=Pl754_f-09KXpO2tlsk@ef?43W8;6}z|e@Ao0&6XF&ysfCfShI=r
z?DX|Is%tqt)hJYtD@uqLNhA{`g$zP?iMZPL4euU8;17dVT>QE(7oz#d+C+&T)8Jt-
zZ3@R6DhyT%u%Fu>m^J)=rK{|V2<&yrJu{@5ngs9cbbn&eVI_R(Qo_2#_A&9&oa_3v
zD994Z5*`S`wSPJ+x0#Mwf`9xRG)!#BbpYAA`|;Bi_H#^Da3uMPG#yklcx7A6))t9s
z$jCIw{AiXL)TIYqZJTmK#l^!#yCbRFIKvf1yN$$*-diO>L{akEDi)sLj-H<W<>haj
z3UCGx2?GhqhCrB*^Bh8K7$DjaWU)vNrCyWY{uoJ>^UJ@ui33f>8M-AbyelH~4^GBa
zBh6PYKpxM;jPEM941e+@pNohqkAj8L2rfmfq_2;UV)j|T5L|g77@~TIN1rhG2@m!Q
z$pKI*=4mL*&GnVP^eg{g?Ed~4NVpPCQQgt;g{}uM1k?g4zQ|z#K0W9AE}5HmKkplm
z08T<+*O8kGCB|FpB$jt8?){DE2i<DVMcgF(`**pPTmf1h4_)^7oBF2Uc*b)RPrms#
z=lv9gB3)<v#6vGl1bBou)vDWWvm0J)E<cZXOz&H?H;+~`R=%z+L_Tkyo1UKOn*7tw
zjSWUxKYfZa^m%P;43QVEtOl?U0x%w_1$_L~`K%GRFAWtn#cWlK;TnchRO6GB6LQS2
z?77Ht3f7s)he%mm?UfiwS~!;ExU=C<ZK%z9W9K)mShYGrg*8SWd6BK2{{5c7InCa$
zYa3N|HZ^&64_5#3@lJGgePRD9bdOByr<7E#7+maj;kw&*Z{u>I@1QAjd-;P~r`%bE
zX>z~KKMdH8u_Y=$kF3g*08B`>lKEl%)qC=X@frj&{-L_R72~O{sf;~I!XNd**zjGa
zmS<US;7ufm=*eThuxK~zU2=DmxgbL9a$LmS6pM6r8TV!WLkMqFVwQzoFp83qPJGP`
zTPq$*9Rd;ux5oG0hTM>w6XLH_k&mLwqe`g;G+U?%ciW|7e>)N(kT)T}UoEjujQNBB
ztm$tpO9}(<#o>4m&Jc{|7!m?Ymcq6&9ki1g97}u`UE!627eoLbONHj{<`=0Sgq4&4
z6Vx2qtOJJrb&#&MM{!01aBd!~3H&*v<S9n?uI_xp)5C5;49OGxjf|}+F_bh&cn9YM
z@V`(oYt!5LT9nW4t_eBDti;Z?C~qJZ=C@(>GnY*{99azDkot!wkwstgJm8c9vbWxW
zQ-&a0h%p!1_&Hh(;*4apxwFO@k(8#doiv*RZ%j$mHFeW5S3sc@60lLOem9sf*qvM0
z*+Tn|g8MpGnT-aIqC<#V$$WI6;KsXfxN@?2a^VRFSdK`+{)^&PWAvE%*7W@R{Q1D=
z<KX?P??LCs#VJs2yR*y>o(uayQ)W}If9&-3saZuJD>4@^=h3rTKx(4Oi}d$n+B#$U
z2BU@s6U2ZodBOS`$F-5XeWIHAPL|CX`UY}ea-6dZz1Vb~jZNu`j~L#U0uU)|Rvwmn
zPH6%$VxHnZf4$ge`L}lpjSAZbZ9Y~p;JqXH{hN=S9Th#^TW1*5&*?X=HRDd6BugtI
zR&T3NMjgsFTb4+=mPq-Qhy|9wotogDO#~ZJLJkf?CjNUS(y7u#I5q)9ATvD$53?r$
zD_JyPh4fq;3zF1J>VZa!Cu>9LI3u#D#@7fw0BLP04@ml?#SRo{!jQ7<>@-K1UaDKT
zB3zg6_<eRr$gb5LL54LT5>HY6Izvi3*Im0U5CMxWA<Urq=Afmni@~p3GKoH6TgSLP
zVY2EMU5WIZ>EVyY>WI8Ux`R_gv(3SgXo5~WOXhDg{3gm~1-<km=H(5(YB`A;s{HBR
zjg@kTqF$G-&7LlCK4~}}wZu+H1W*tE+l>4|5{CQ-;ACP`up$*Df=1sX!91~pf=w`Q
z#Z5nx5?MFhQ76PK>0mJ+?(pO+t&1qL9yx|GW^7c>(|-mBkoUv|tI24l0j=$2-YOe}
z%fQoo&3Iw07y&=J3|htv2KH<IZ7VM${hn(v#3J$`1RZDxOZf4rAY#=f1j_hy7z$l!
z6A$|t@K}>$d=#IL$@$`K^jwcoD!guk)8zdZWnyZ_t204#^?pm1d>Fub(Qc~;2?PvH
zg6cvfx>KM%Mm?1Ruj|D<_XcFBkf9B?q4v!BVu+&9e9po?@ZUD%FmcQ(vogV}BoHym
z>-^<L!Vx6vbvU}kpd!h0xBy4k@Lou!^I<YtTN)qFwb(#gVnO_Hx;B<OK5CLTyJ+l7
zfv(3JMu=X-zx%;G(Ztoap`7M7A-5Q10iV6p8-~}RXzVl1yju<ig$F;IH{H*VAZuwK
zl<<?W5R?uBZ{GA+BE$g&g9wgWUPc9B)2?9Y1!svS@E(IKUbdSvgWC;QI{VdP1+FLX
zc)!o|<^$yo!!5F3G@UGt{RTztH!X34S0<F<H^#TXKe0L*+jo6zd@Z^jdqJJEBAybW
zsKMh_+PA>I5u0m91GVB?!b~zRpB^lT^=-wEq(0c)WT_OjRD}VwgUKYv$~Z@PA;Rjn
zrSqc4VAbzSpPH-2))o-0yQ;(oX?0~AL4*6OgThk4J%5Wu-tg4+uTX-VTZKpW2(eb~
z_RbD&Uj78k#(OaHU1p=*?dQ8&Ca+#uymEf-XrIZbXg?!mFm+IzivP%>NKW<eUFc$!
zrzfj~gp=O8h(uUQcPAYJpC<cE@Aq)xRx{^(*C_E5#Pv~x%nY&2G|{Zd{7;miNPPUM
zoXj8OV=wbsrP^O|4ZF;nyT{YR2%e>270V|+PnaG`7Q#<ZI$Q1UlD5XOqrRaaG5e1h
zNW$9zt*4X&M^sOmchiV8KJM(=gPyTfkvCYa2cFhlU8rk*H@;aWTZaufvdMnS^QZal
zB2cgc(?;awekm>XH&gCMD*u7<FeamuguS((7h!v<_vhbld)%Nlfj5{REtYin?^3Fc
z6*JNtV6^y>ulp(0d$Zp%K9uS-WD430p`p+ta|*@&RX%AFB_b;uzrK%alGZQ$R5<Nk
zQ4G&!idD#2Iirt0xAz_=@D0mkDEJ>LZ~jg*)3mT%3AnuHaXdgzgpUTIYP0G$P)g7#
zYHesH;~+oYs%jh9sVLaA*_Ljw4!9!w9A%ryYfDBKE)54In~jL=GBJ$E!;SVelJO|w
zH4F|zO2$n8B7n7#DKEdV?BHI_N%hhks+6m3d9Hi~JAyUA)Y*lKeo2)l;1n8Yw1J0D
zQA*HQN5SohXk+A-)CJ#^ev1$_{&;1Sjh^{OH3AMQ=TQMm-rFZ7>a6G@qnMsM5LX;{
zJ!6DjC_AXPdV~Gc-%j`*=>aUq`3(qN6Fy1bdqa$)7#~9tQ-zzusXz=dNt7>HK*U&#
zJ6<aw_yb2PZ9Ii`^1O(#j3A-FAvdl+1d!)#1F9IE&-!3)H?yD{e2i4+$I{aL4q8k(
zquhpo8*RA^BEe+;$5ST4V3i0EWjNr2Bu=~rd<zYwy-QEy+<zAyI)g_*{fj%p>=Dh7
z1`Lcks1S0VBcRVnMs1P^FkmhTur_iU|57;hA&`WGL~Z!MsQ!Pi4nO=QSSjwSM#K9T
zIsJo`rZqoZ{5|C?G1=g7*RmGT+_6L>xZ~^goggkIqMRAI;!d8*PVw3a-Xwl_$yJSc
z-S4M&#pXUyxIW<UX4rW&&R+RrqB8P;a2kk#+52EYZq$ycT)69J7g;?B{v2u<c*lOm
z$3;r%e~lA+PV0KNS=n%(9+0hiM4%#fO6V=>Ejl}ene4n_M^nCyiT_r<w|#N?A8mAK
z+s|vJ>4Wm;<yX9Gc5}4j<~<7csVK6LS3>eG-bn_}|J9vk<*_hbt~9@z$tL>%q?W04
zF!HuHQ7yXz4mbG3@|}JSSSL0vZQpH=H)}>n940GVMk)$_R~D=MiKsLF_0geV_LM7r
zC*orsaTNGMo8V}<@&)r}$W&v|tG)YkarWmLTa+5G*kz6H2Wg%~HDoO2WG0Kz^-cd+
zf)KK2tJvvt+Ev6;`HRDu-&uKi!I>F1-obk{-y#-M({3ubu6HiC(at5e-IE(=`Nf;z
zG|`)>qO{wKjr&J1SM%G`!JX!Y*T-qTuD3_)_02)2>lRHnWET=g6KTz_4->2*u1)CU
z?dzSi#ioFZ!J;$^Zc&TitCflKVT;>Jd^BWms`*u@o!`aIWvs<y=550z?)$`UR<>8R
zAt;)CTFCWU2{21IgLQCU{T@-3wPDzlWgd*EI+*|Y%aza0KCe0B^Nowgc0HfoqK531
zkMq%|(Kn@5I!qkb9xqS&M@L0fbd<$U0=y2^r3R;$Vn;E%Z*P8lS%}AEPBe))Xl;6=
zz0?_#k7C%LOckK>kL{ES^wRe^<I!wk3mt9Dajeyqyj#psRQMskB%`?CQ(*y5K}iOU
zffi{|rU6-&p}su5zI;*s=R&9^X<;5wjsxmc(n8X}@V)_WP~<^`-nx;6oSu$^sj&=S
zaYj+$C&mfU@n}XT*0i0Fr<ElkvG#wb?Ngkqy<b)NzVh~ZrJDV2Yi4h6e(!JK!ove=
z%dLr#o}J~<humLXA9pV#ByhW`bXz1QG_tTqFyE|?EFHJr?7qb?VhbLVm{XlLGi}Z9
z?aplPb^IOM$;jBDQL0$rG<J1)Uh*T0USESDmC|O@_nU2%ye9o)1cP!1IP_}_P~rIX
zp4}G$DuCoef);a9w`^&DC7Feo3Qy7+Z_=OMkvPurW!u{Ke}H(4fpB@{re{KKG=&SA
z{GUiFm<^Y0U?u`QXZm%6@jnkG4{eK4;8tZ<F|*e2P|@>g3g?2Z8dMECvf6Ebv~^_t
z-ipwl&>$=9?z<aF)*o;bb7!Vua$s&F*Go5w`l3uq^0P03Kk5Tl6b?f}MQU^pOf)L5
zeGL4WS$zk34BY4zU)LDE<lDfHP1<q<ewG&?HPi?h#l6>B)Zn~s!uMDxu{IR&b0Ym`
z9s}TMy&f?U4kC0Lk}7An2}VwxVZm0hx@CcrhQ7jw4riCI{u`q4XL_bxF@<J2hqR9}
z2wHV!42L>?<O@OOJ7j22sStMw@WU$;X^28AEt$+G5O|1HUnm!}+HTm&q?=Sv85+5o
zJL`1d@m_=?6lwH_5Cit~i4ToyTlM+;eTv(nnT}2zUpS+z!l3f_n3lHao&bPwgAl9~
zL9qBUvakP=-0vN}swX#hdzwi;Mob~>*H+uXvBv39(7(txfy@BHSwaK+ZyEsrlcm{(
z2=PgJ-SYl#89%@Z=C}%V++m6g@qr%zahzwIY%(+y&Sh!HvU=rue;&U}o(rPf3y=+J
z5JXLc1&w*rg!Ia^)hw-ZgF7@7q%29tF?;_1Rb<gEfwrUJ1Hcr`5yp>Ds^ril0r<hJ
z_?Js!{F%LmA5hz5wTCdH_maN-l%T(_y$kHYCk&RN-P}Uf!^CKk6p;UrbWrm*zI%5R
zu}eE?F_r|}M5Fd|!9+;FpPmmOiZXRlDwHCcUmJ@3rce+10_O){79UCjFczA>hyk#B
zy_-+FZVCP{Wi)kA@bZHJ3h6pz)}Uaq<L11i9ow5b;jsh<L5rb4h$+7i^k@m+dEjK4
zFIFbla-2P{=z>8~s~om(Riyj1uHMm63&_X;<TO}o8^wE0cRO}!X<N-qKbjbO@Q2qp
z$xGDxR4wq*FaR_e0GhfYnYsc!#8(A_hf*xDQ6(koXJ`IN5Dg7I%6KhSmQ3rBv3v8A
z5BS~+h5B#p8t?9#cGJ96u<N$Q$E{e?EAtAvF2A3qKV^(JG@xiD)-jxW-s7}s+b<9u
zgJlZ-*G{922N~tS7`m14Ekmh19cg?#hBS;ysp)BpF_R=H|151O{jlDXx;I^s-+u`I
zX5Z!SG}_xSW#`~pf2@_6E%29;A6yGZq6XgSQb<~h;o2ciP9d;h6N{@iRKau8SO?EA
zIJD=?)9*b20#|o^l(x%=aQ)imz#2lt9cn2M9bbhnATKV3FBYr6EuBi6DHcXoRi8}U
zt-!96k=oors+C=M_+Rv|^Jqi0kqxFVFQT3ww9nz3UIyO`;@bX1D8K9c=1Y`nbf*lT
zHxGf*YKeVM+@RKmk!QmniG5kTto(IB>IJnHw_Sc*XceAKr{qwOo1fp9oqZqCEG=64
zreFD1SufaJ!iPJV#V9f0?MhqqySB5joU@7*Du4o#P-j6;U<+ucKo8~4HeA|+8Ybv3
z?L&Zw<P+o-0T%NNj)I4VPy^5z;Re{|xX9?y!a`~;Md-<D1Ct6-D?dDYKfe@sOJEBe
z_AINYi0v*?R~4X4d~$q3R#Sag7u30MaOZB+kOPNoL1D0&!E>0-6#REyIC@0B;D;v}
zIJ|@d8tvIlSsIdtB#-<R@#+2V=N5}wJv{@-bir0So*IJ$XR5CIV=XOxOK=KKr`NA_
zq15c`5`)6;SGvk0^A7V;-)v0wPM+DldRLGz<e+-)Y<F(<Y*>~yj=BeS=lM@bPq(L4
z04aypU0hI&+AO}6NYW7K9qT11ZI$<`eHgu=I1VVy+coGk)aUZFKVM6&M8nUFomDg@
zfnG(9F8pz7WH>!>1l=5@uNjv77^o(8zV{lJHgIyL5iz=+7brWzi{ox@mJJf@&U!n4
z0MsnDq+(g}BF(#15OK7mhw9IVq{IOLq2SJul%u{l_FiBt(yS@6F!oQHM!H|f3U?JF
zU2ygh$RyakRTYDVgNg8jiMVb2i5nh7u-5Vt0>)6T;ecO5vKjEOjia6ch!7Z+3ynJ?
zTmyc6T?@c2*VU6!iGP@XP`|8!1xe(~yt!RIN-<>=4Mn@%d*CA*IC&#E#P`SnxC?X&
zmf9f@0q`_<U|U1k?&m}$3bi1TRy8*s!jlPbO96+Wjibi;wq_ul+g8$B-UOaPj%SAQ
zDua-x#}T|wNQ~IiEgSYd-KZ#T%Ze5N2klM6R>9g=|FjD6r{eSh=UGefOuH<<`5pYf
z`#Px~_7WV<76=c!zC(uJk3d>RdLe8r-S5@bk=aIT2f8DH3nW#*JNe}!`lDm|6Y}{b
zo=^0&qDX+RC^Hltqbd!k9AP743*QT_KRn_GQ(9xRbuWGs;)h9Uu*WbGo(w4{+}0sl
zVOr=ftIscDEi7OzEMzI<hdt97dnTP-8nBdJH|DNk^P1f|?5hc%=2oWscl6%&-~P|)
zwnGn{8~!~9xCAJLBsT^ovNDK7$J6ui_`I|^IX>dUev>drIlgbuU&W;jRW}HYh^g>L
zjhZpLR^M^0=C`XBi$%e;!^_(?UBE{ViTr!&Lh5;Yo(l{U0?P3u8csGU)%QsD+QcsK
z1+x9M<i~TPF2o%zt4|O`N=P<4xV((E1#;)!4dFkfy9F&Rz?7HSVBm`p>LoU$40K+}
zP!<WMV8UV=IXPmz405&7zUdJG$fBR)fGD`nQdI3*vv7A*NBmkx{Dv+W*ZwHe@0Hf~
z$B;FLf#vTc801A1eIz<xU@l*Hwpe(fP|ynhR^z)gP4ozc2wQ+XQObm*B>gE%up|6O
zoFYP^TkzG4l4E2gm0XO*3~Oq>5uwmPC^-2I@+}G<VE-0If#F}h_nZk1%jNIPK8jk`
z#kYkhT}0(jl<{kk>8kkma$l$dFM8$td)a^W4$i1n8LOuJRmD}VtyJopn*_Kx+8U}E
zj;+R}rze+1chsW}7jE9V)P%7;5BjkyD^zS&vRKyaY;6;?aI!YjAIZlVA@-;cO~TF`
z5T&)X#XiM*pE=)aG?ESwFOjvccj=r(lln4-)`P@H;k^#+2+x9(WaYb%7Kj?yAqN#5
zMfko<zh7$!L{Emuz76%`=rOwp_Th;Ci^5+`zP-*GRiGRTfr~aL;nArW0^9-h4Ivt|
z1}0k1*h&`1>pb6w6-5qfE=AA8>6wm>$SKO?8s8M(2e#oSuI0s>D74S)2`vtItk7@a
zYui$s+_*(?*;Z*Q#snnq`sc@SHhM{6dr`U$TYK4tkj+koC|s4jHHL!$D8o=HYwk3J
zcKW8`4F>O+Gon(}dZ@shHF8O<gvQC^aJ2Rb0ve<G<u>&0W4a&QS$oZvH*`H>?;yfZ
zyq<Amx)p&QxXAV^LZ8Ls9veqD;()@<Na9Ggz$C~LT3baZBK`VSKUuga*j38lE*o`@
zV}zJ6(-OY?CMghmaPy(w;1WCy=Y!F8&@oiDE4VxKW|pYOK1gSv&<#iRiMmmVq6FL!
z13$EnTj%Ie@Z`}MD`DO065VQsyNWk0)cnSV{Koo)AIYnPioB)ocfZ;mo_=WN;Zp9k
z?{O4?vy$Qpz9;=cq}0+_`<J=sf}`u=-tKGpk!EShr(Wm-L|mMDR2KtDHv@?Z!&MaH
zRV2d|Nm>9Xwf-_yrY_a=Pa3OfY6s=d)0MxE#2xWl9I^!^tc-?<;JYBT3%Q6+c5F^s
zhOnl3k)~#05S;}B<8vJRo~W#p%$E7A+~OUJQa{&oCf})^PYKH<R9`gDS`(xQqNhR9
z(&4pIQHyo->&w)u5r$@qO1B~7ftV1OheF%0<+lydQJvJ{Jk;ej%kH=&qu?h`jYq<0
zYT<ykBV4Fw&>nvN`R<36ty^ba^%5MLq)uumeItMcbxWuil0=@2d|Qwf-j!ehX%#xL
z6gp<NJhM=}POpe;!b>9hRg@D{%!S)!I-}xB`reciCz|;?nc7q0<CdNZdW<?-&G?El
z4@1-8C#J*L5vvy&+?!tbb8?})U-H>W!YEr~j_*m#-e}RC$4^cYK9+GR5eY_E8byC4
zd6>Zbafj7p3m7g%$Pl^&?bdpo^xLre?av1!D%Fu)K9OB#k(+E3!!n<d=iNMf#-Fv!
zJy4oD&=pA}m@C3ff@_y)uM28pb}aQ68U2UxsjEdpf}dGkmkNo3Uk>iAHdK<x1Af>v
z)WMd)c*n>AVAOW<;0?2}F18g|2;yD45@4sr5?b6H6u=SSw~oTx>|11wOgV#(jEpa=
zcu?@38Xb~w0`hV`d7>%4DH{7Mx2x3Pfsjz>nhD+&ARtG%foUX&R$1jA4qzT7St6~M
zoitbM64dOCg+~5Z|8?#CRWE4hyDV9~1Q#N2g;K|;t34L`7apW)NgAU9tpT1;-(yo)
z$U{v+e-L%v9T0wV(Hg3lx6zBzAClt=ZBb+CQxKCPN*z#}>B?_}Q!-+trd?h!Is=D)
zK2M^YEpgAc=t5{i70fXx(1To7mh#HHa<Yot@+G1Vo&Z;PD#kYTe9&hJq#KM{^_>rW
zv+qs5xRcsMheL{!RlVdFqQ^kbOcG!-I`!9({1&({lMlx53^RF#dEgxC%oghGTk)Nk
zyJymz;i#RYH&~Yh2UnjRWs8=3(Q9Zq*Dg{84@~csQ~&2U^qPteI%!W5#U|5XNQf!J
z0NQj>gjOo1VgqfjT$H94qAMj5E2@I*U1>L$(zk*HCpx*0Q+-RKM2B}=%C#&%xF)rT
z>Tfaf9#NK_zR3pxmgz^gI3~R$DtiTLXGF?owu5)#>xG}a{y6M^KjYB;(eh;O{%rOp
ze6qUecV)p>98ep?8y;a9hX>VY*A(kk73&fb<5}`p$kAh9h0E03_4kbvgjpi%y(-3u
zyOUXc-vh*bN^e*3nkhBdHYA9S!m`BLj8aBj9TzpvUQth13$76KS^NS3pg8DQ_vgae
zDCzf!Rv~+vt|64o$AyVE>1bb`c?j9C=P<1v_OFklJkwe`i5w$TYFyAW*a9qYC`u=f
ztFeL{foO_6SPZ0v9X~(t2K=W>LBW*8<<6sJ&XY?>><G~j>QD9Gq*r0p-q)xi7Gd=-
zk<u3Jl}gtvTJzyW{uxEDy5yWcxZ0b({AcFqVcK(8>PhKz`evV00~RluK9rwyv|ZEx
zXJPUrh?~Q2Q68tbh#g)X4*vAv=2$i)>aPVu9@@4-^7!~@Zg?!h!jKXD+~Vey=X%ZV
zDWZ8A*I%^T+~9vWRU>+Pw0CN;*mSu&7;9nPj3xCyKI(p0ngm;D;H?B6ZLimeW}&Zx
zuKIU>`2P8{U;SXw<yF(nY*4(jOVgjZn*h(N>#pN0ys%PHH|S-At8I8g6}z7{*=%7J
z*c?*alx5+Ms5uHYybKPwsK@W^d{1r4Fu|S8wAH*nUX=fEZR>nlG-_v&AbVkLkDFg&
z8r+icqak_R%*1q&gT}@-eerz_+z+@~JUe-Na@M%F^Ll3LxS=^PFguX;@4m_Yj@izx
z(O*Z4)Jl=+hr?A529a3{@XQYVXBvY{yoMv{L*2b8&Z9nB)Jk)A@D8Gpw00ZpE`40G
zL0k%HS6^SZ+Qkc=Z(k#LxQUh98`{1Ey<2X`S#DT)i+eZP@J`32_le7)n+r9o%OSYt
zrDXHVxMz<HwI7)Gz(nt6@l(qR6a<-&JW`N+t|OsX8-01<D8A0s5$heVZVl!!N&Pfy
zX!2)jmS^YP-k?aRqVxG#SaddX(85D(18lWvcdsOVC}CnR;nby<WQ?b^^EBaX;;cHQ
zdNO5lG9}f}LGRc@@wcwVwR419MXj?`+SL1x6C_y92j#qXo9@X*!q^Nv5TU*g!*^)Y
zy*JH2PR-Ln7L^`mVLzFd4{<=)=D65hB4p+$6xm!c=x7h0SRV|mMQ)+<T3iTvhePrx
z){8)fNJr7{`@)&(@zG#In1n9SBgj3}5zZLTWCiKVp)I8O&7vLND)?8hfT;wk0e0dm
z+RikbK+sRhqsUeKC+t7C<tvR?bnFZB{~hXeRaY%dL<<E$^<qTg0x>i4!38yqu=+rG
zkK^cWC20~4bLTlZTJXgZ2Sk~GchEgY&bChA7+D5VlZRrL@$d0-n2Iv=rMe+#neFdV
zXc7a(<|oL^8$WI6osL_Asn6t^Yrec>U{I80U_DaC)GhG_%S1{Z{^re}_5Pu*&3~F1
z<+2IJiC@#IyyNdz4(B^j-=GX)m7ZUPM~ZCY%RgaqMMY@yee61SB=05P0EMOrOJ*do
zH6y^Co=VaPE)>)<VnRd2HL}1-r$N>t=CTkF?eD)Y^CpRA4l+PRIT(m7TRY^oQmK<l
z{6j(%YB3491?nJ^PXL&nUPm?6k~fL8vO(H399`t$!L1J`Xcs7IYCk=MDZH_SXm>nd
zDz9#R48K=aMUHa*2L`F<KRaSh3?^#>aZ)&kN%^!Io`FB=J&`(VP4z*gRzJy(c$Ljl
z;sLJmebcf3?$a~b7%?z_I^7@koQZQT5R<#!(T$ks=X>Mt&O96@Xaw+5t?gA1q2ULJ
zM!gr@<>&mtQy=z>Qk#g4oJb<+5K@x+n@F%=5;#uiAkC>jB18&CaZ4yjg#@|5*TUF4
z;67iBbjbjsUdgdLid*b(e}Y{C@{SA{)rDx^ci*R86nnKVd>v#Q=O#=cau_7I2uYE|
zW^gt?5UDxXp^K3ErSj;Vg_tawU!a9^i4np?8pPrS`Ew6;?@(GV0ZC-yVd+up>heYm
zOoX>dJj9OcyE?{)JLoJdRZBkH6TBXcwz7INy!<8gvvxFGNGNPjHB?AdR0XUIFVh;?
zra}J^WL9P(#7LvQTv)xuli}5^F~~cyx)L29q~m{;A?Z}r+|+`V5ktD&=f2dM&l$DG
zfiLXyM5526L!i4EvFy*)-<5pR^fEp95hA#?W5NB`boXzHk9Qb4-N_}>#Xh~b2-clt
z^ZCO3*+UTqT0Wq5RKi(A$<Q~E-giU?idTRoqIcE5&L(HhQa_}2{pCH>bKh0cn8+`)
zPD*TE$cB4-e8R4hbD$ICZ|0>spqR@9R+8)*<vDb>!OMCAz3|X&D=~f{`^W4m(plq@
z1mXEVn4O?uq3Nydr_|I$Lzj!0Oz4Z3EA(d2;e2vym$RbIPS>=w#nNJ2Sxij+1gyLx
zy?470;#7nv`Ed(o@7OpSHU)FSg6HVHtdbtZ?bkd=Z&)<po3X7p3wAoKA53w5n7imK
zga&c}ggUm5(!`XDh0vHM4*a--1PqK}V{u@R8cSHkC?O$gYilvY<yi{Gw~mucw~rmk
z9MFuVl;#RrynoVcVsdF6ygYw0Ab4UO7ytDXC~=i7&k!i)w0IvV@ooT&NqbRSNcN3M
z&gR>@m6hty&<$Kr3nbq82#JzBJR($(WL&$?8F4YF+>p8wI{7Z=?A;30STw3mECBOS
zAAFGZ9THeyT$wg$?nO`MvvK_BXynDa#Y~G49ka1^#-#|Rf)eJ^qO5Sb$~>RXa40>{
z2DhNQC9hV8MCt3FJTsu2m`J!UDU123AVl(g^qI-*$NnFhPnL*D2p0j%o>y(kPN7J)
zR_afBmK;5#t0o~ZiYltik+BEkW4sLD$WW=ElR5XWe!DoAkdMgMk+DwMSr*RYVgD*C
zV^-cVyv>J!mFzZ!%A%SU*7x>0hlYNoPJTaKd0V(GucLwX-bHH6TW0t%IdxEerHg@^
zDZMx*8XG^#{YC%5*&#57;Jv*=APM%%heL#<9Cg?O6bl^}M=5Qh!BiZ$=z#j$_u5?U
z#Hr62f||qm>T1-T2%4@A1KDV5CAqc7N~w{NjG!n6qKE@P*l{@pmEy8K%8lu>`o%fG
zlaMUnBDZ#4lR$yw7MOIm1%geD5yeUgwMfC%ls_xoSo(B#jDG^dp6En$)1Szj9k&?a
z^_R7<UT<FCrzPA+v6Z}GbE%Vd>2pmAp3Da!q+xPmYhiyn1;r2}8?pT*n<BrMzT!d;
zAPFtFA*T1*HyC9+j^wj=HG=#I(_!V?qh{70J`-{m9!(7Btdi91Vx0M0zve}y3vNR|
zk5GB9YrSWP^f`M#583v<V)W>uQW{*BI@s6>+Y((@d`RWk8O`E`rCFAlb#Io(1td*5
zt6Mmq>~<<o6+Mf-SdRSg@MeFtg_@FzYuTP=sP<5@^ZHY*dEJ)f%MNKP`+$=ko>#j+
z@uY100{~$QIYYVL24`GfRbn0m-7xonyosEF@m;}mrb#a35lQz4s>Bfa!DoE*Lglto
z4`lubj#0r91a6Vk;HRB?l%{^=pU~4^;BMAZya6qI_W5@m@&&j*Zb!$YlH>$v(<X&Q
zmLzOgHHJNg>}<hMUWu^L2}H5yKk%eI+oay_2|fATn%nHX;1DRw$E<>aTUBF&NF*Ef
zHwK8-&9Nmlf>-Jrc#Z3y>RVy7WeW51O7ncoGzO6d6UZ(Eo8Aoi>1jyQCFX_6T_ijK
zHYzDOE@zYL8nk|5)30tzWjpCIiO)HgSh-{-2JLSUMJ3Dm868WN%LzJV=WnUnbXGp8
z)i!N3;x>UA43YP567l@BiICvAkm#KIki%w;;U5SUv8<AH{raxP_(P(z{>G1IZqJC#
z9E>06AVVaP7-ji&SS{&`I0Qa;fF(jwUxa|7hcOyfeG=hjcZNWg6g{-#b|X(W_;fMA
zUuuWEzn>l|sa{f0idcv7tx>}gJ!!js<v03;2e$MTw9!?#iwhLue`5-?k+K4s9HPh~
zVl|N!d>SDZS*FZH6xGAY+?UWvBZViBy?{TeP2@W$)*f!1lfXgvGnarb2=bHo==*Sx
z`<<*ZH&O56>#UP4;7<1=ly0<BYVNFw=&uQZD;zwQLg8d!PAHg$0<YUxaw)>WU>#H(
zlmgtk0u7JuF&25;u3Y_;knkSSHC(?KRj*+G{K*Czi^xcX&bxa3KIKhfRnqrnV`$Vm
z<Y&a+-w}V`H;k7ztXa8?X`Ab!gB^X%9Uq%Jl0VcK&?p)j%wO36AN$i2^Q?ESuk*C6
zC~!V3<&uldO42<N%VcFp@j*znZtekxWxmwR?Mq8t8O_vvFqSfJbn#rSh&Uwv{j-br
z`;aypK4YS3zr*%>WZXbUrq+UVUrmi+_Zfy-;X!{v<-TY5Iy5>46QUA+KS$@;LMbMn
zZKQ=YX{e^~?pG<rH$o{)SgTvi>#Y4W5N*VOnb@*mPs4*fHr6C02*sU6xahAfEB*_I
zvO;D8`w{pn)cFBq<d^oWRWsQWQWlDvK?H6}Gj4AkCiZ^Fnu4jv;(WeTK3QG}hm3ia
zZb5&qUuYBNrkJ<6@)PKR54Q9mdV0gr9%Vp;7#&d<a-<xW$&5u^gcOpI_DlaeL;PEZ
zft@P3(Mb-lwF4jzEd8AOH~R2=3FK9Zle@uKrScPVUai6dH?4WvpWqJHAD<6@cMFx<
zj%%#3IXl=l>+@pE3Mjrsl-!oS{)B$=_}>BK-qG^c1K=095Gn2eorc!tWdd?CzvN`J
z(GHJ8TbAP=L^4iG5;t;dp=bEov6~Py-sQIv+X4z4K-3KB)lvaG<d_Qoh&umo)!(+t
z3<gQ-FFiHmr{-t>?Vr>x?n8pa7}8`@BASXTCbnmPY;0_1WQbl~Sx`{EO3dE#q`<Ya
zU_k&xoX82K=n19p36+r7xv1Bvu(y|JmABA?8j)z$O+5D2X&WUE*D4wf(vjgUX5sD5
zQLoqb>RDH~(N6nll9Fshh_6@6lX`RyaZmE0q!{;>%eGvW5*+F~_rhf{?#M0PD{Q+}
zdL>o8LpTm4UyC?7iaS2^Uqdr)BEJ!n*hPe|M=o#Z5bKO~>Xd)eIb7E{4DAW;JHW;q
z_@Vew@E9OBIiRgJ7-cMft}Ew`ost<M1_ft?3jc5)?^#{3>HevbU4<vIPg-F?!l`I&
z%mwP2DYfupw*iDDA8**8wUyv43i*Fo3U`<bcUT<Z$>@>rTNDP}B0d~;M+o5VCJJ!Z
zIp_CyGx%2hk+aASTk2*E6)~q*Vh;*To6i}|u5f$#c9p+J>;*FVMI^%=zG*f&tJaO&
z_0jjK-I|^W8RcULrys5_1LvkE3E&<6pmy>jDHd}#$%ZYjl^h8!5I)U{ypQMclPT2d
zK-;bxNPCHC&toOSFQU$%c7)p8_-Y}5f*7ZH^gQPd=kpUwYW$!7S|A=|3RH->vV#XT
z4KFaIAK<X!C*54yASWjTs}q`)b*<#b;Bz7O(OH&Lelj{Da)q7{5J{kAFX(bNW!063
z92E7DlzbTk1vn$Vz+VzxSW<}qc6{L=M5-qiyiFjDB+#7GqoA_>om6zz(e@~W)SV@W
zN!J!-L@eEy&F|KdzRmtpHVlAkc{(FFG^NJ?kRl?@Xtfh3bry(%fiEnzct|M#s0$DS
z1wI|a+C|*j0+I5JKY)-Ogb{<jX9Xpr51MTgu%lRWiSLBBEnLuS_>JaEJSP~0?!@EF
z5zrfa`*t@riv6f{$jXjFvTZ1{V=@76XQu<;gg9idQ7E#9O2ZUISRRGWJ^_Ex00{h7
zrizckBE=ZMg&|Afrlyg`#x1wdHgWRx^osI(ls_L(Zq7xQRR`HSG43yY-r7pt_K^9#
zOC``&>si|Iu#AEXd@J_F!mr9g>4%ozd<OV%w~VA_L}hbHB`VvNA1(wic^YIY;`fl%
zzxuP6t9<ZJonh6Wo+k7DYIERyRl_9wDj%i=g7>+Q{I}V>kKthM$LZl{IIJiKTlU%d
zoW)7H{XhUqxU>Ez$g8ZL{RPDDK+9rI=2QzBfwz&KL^gK|mxT~21LT)r^0mKK8U>O_
zgyIgh?!s@ruvhr<@yiMxeI;zrhnn?tJ3g>p<Hm*AWE@2;6OePpbs&U;l2&Owc$b?!
z;fBkS7_|0!%LRP2Y;U}*t0IgDA7c>|M;NtUjO4!ho&VxbHhx9=<#W%T!tLyD$o>YR
zAyB-Nna2CiinhNV3;p8zM>bra`oW)+9nhHxc?8fSd2yVXN1jU7X{yjGbJ*g$`vP$;
zd*yk1V$p4TyE=nI4~XKt{g*|HJez+E+;C-FIQU;it^eJp{(EwjGIQ>9yyz-)Q&xpr
zJ?qmFok9mUp7#IQwOEw9J)Q5jSd_p0J8^cEX1drkeYw#&IVD=%6wq|aqYZi&U-N0F
z^r4|eNoj+Tsecpiy!mshpVf7Zb(bFA*Yn#O4~t9})gPiw7O?IP*HN7l=j4L>o8J}(
zMbI)oal0pD5A|XfWk1~pc<dGN{j^BXLW@7RcJbPt@A>K5{(hf?Z{aktahLV=yu?Xi
z;F68qqPprLx$3^UD&$CQ?6~gdW>xN0Rql@W<IN(U-lDUFG|6F^*&3eRPZ_&A&vz|3
za^Fp^C!~Hm%Zo^joawrBaNqq|=V<i1+wI1|rc+xQot;|=vHNsHR$qI;{=|jj(`Q*#
zmtelMsX^hbb%wKbM#?pMDmQYH+J+l87Ykb#*8m@16GLA|TSisGXO2F;j+$DIF0N{t
zS{^>Wx<1cz8A!VXX5<Q_8w-BDc9?7Oa<Nb`M;qQCHCv%fq%AZ^ZnC~EvJ2YIbuBfb
z_xPP3o0Q?c2)&e?zlF0i+m{!0k;;-zl9-opA)<o#ovm3SYK)hUt9Q2cSLNC9+VQd4
zxml&Lu{+8iKc#+RNn>SAV`WM07||FXj&-ypN_nsREd&<uyW$V*+k+1I5`U;@Tr_?7
z<6}-m@|e41aZAg<GW3&bEz7#|#^gUYi2?xX-G9`7*Anzj+u7#{5aBZQ%8%+1UabNb
z;b^}*>Y=fwp%SXH&#e!7I^(mcwH0gqztskQ55VTmpQ)ao^k#o!GPeI8M`sz<<ljee
z7=w-6kj{<nQaU$UN>EaymF^VDjZO)rq!noar9nES1f>x{x}=fjx&O~~?bY5auIv8A
z`JVGRJ<yn*aYYvOcoJ8chH3^@U>q8_T!Ioc)RWVBKmbrsM4t-M^HkCE@a_zaxb-hM
zDY62S>+YkQeJfio0Cbj5_9jHV!&@qq=^P`<20zE84HJ9Huv%~c3@3NZCS0mTC>RJZ
zI0PupAA}&xptlrg`P+XF@Jql{fkI|?vE+NXLp?g8AoEvKQ+^^h9(Zr|eYEl=>GHlv
z`P1Kcb2di_G5%C}&HPlD#6XNRKjn#>z53iClrn*p#O9X`%}Jt#l(qX_#&W_6mjKBl
zFCDsBIB}0kF>y62!}9aG_y7Q116eWH+r5U6hLv{Aau9){=5q<<<$3(@?kg%Db%?{k
ztfWw|*6A+*{7Y0Hs?gEjlAr%TqL@RVPX5rt;2FQd{lZXIIM3qZYdP6J7?flo9~g0g
z`a1DQzJr+-NRgtrb@RdCB7SayB}TX<>~m<Ka08)eLz^4AiUS(Xr-E!<(F+Hh%p)`y
zmZl}d-^H<$ukU>Oxq5%dkPC62r<ryTmK<P~5ja4}X-7P>IW(VmiEcm>?;N)gD@#I*
zJ_o!&s~k2;DCp<N0wnD@K+ZtnBjGp<8D+$0!8i&t@4?|6u=p#i3X+i!gqz!$P^-ee
za25#O?fh{pLO>ZDZMO`GH2|~^JcR|%xT1oY_<1Fx28duoA)FfHUes<wiK+G@`I5>8
z_ubvl3M4BI$Pjd3B2fA7jzt80;#F%VoDKM7A_EUZL|$|~hTC@{ufxR7Aq2tD`wi@j
z_u<fLxUriJWDyUgp8f8MZA^xz?UoLO1cf!REXyL{K=W|S;AE+T&z1?P)I!>IS7Kqx
z-+RIPWcau~A#yr4{XBbP^jXCWrXSw{O+==4b8{PLzz3}nfJVb_F|2U8#}E5K6~y5o
zB}^1CktzlmE{L*E%rCg1wPs6C6=je~inU{YKK#C#X|Htk$Lr#81wm2vPMk<(rVnzc
zIgRG==;Tx$okx{Auk-<OPDa!WEl5E&5J`i^!N74b09rwV5sI(35QC-F`u@HG_XH?s
z))~A9k1psOsTtp}u^H>{x6qOImlHd6^<6KI07_kcYZfU~sH5etx!>M$o896%*)RSm
zZ?iDDv2t1IPpCvpH-yX}FFaCp;XR-lfuZBQyj-`tYwIg6PN9Yn>m%!({tbrT6pV_a
zig0w#w9`bDVUfjselU0R3tdu6h9zH|4V*dLVZ5cNOqwrWglsp=M@QPTEM9(XJfVK~
z(5UU1+10C{m6n8&e_B&h?WQIdwhnX&%x)ixEkdyw88eIwrU*JS6`sBh94nR#bCOMD
z&!6$_ZOk_fT3Tr!6H6_A{8IbkBEjFERCFdP;bI|D_LHQLQTA*1URhVX*Yo;Gzn={_
z3Gg}>^M`-<@FDd><Cl_>FV(tT?^p38V30thg#E^PLzu!UF+oIO&D`ZfkM1|d*R^fI
zkM-pY^<vER8JR$Y-(&7ads^?&mX!AK;h*Eul~*A?QTo1pBWm~Du&>8`|5rbQFq|Fl
z4cTVBq~{5C(P~Ah*{;?{Ck){B;t(k+4TW~HsMAC)(itO3NUCzh?n6MhzFnubOTR+T
zH|<?jBdZ%5@u{Qx`VQ;sd1An6@tJ354$mkJ{-qmv6Y{ozyZ#bcJ$hkK1t&ih(L=FC
za?{sD#l4*1=34|xTWl)KWjS3@edO^w+x^O7N{Ut?CjLfNdZvO#*~tc}DNo-XG~VY-
zM4VQO-Y*kn{mjl^D9KJzr<>38va>)o3AUW9LaxU_p4>|-?4yW-Z>7|Q(7M(RtJNhB
zZj9_Ah9Usp6=iUv?fS?OOj7qtT!<wcTEhH%HH=4{u=hJd)@LY~U4`U2w1^})^cWY=
zKk)BS2ZxTU_W?6@#pDooNf+hws2{2=OOR^P*aChq8gTo&S_a}m!9_?MMeb@~>FiJ#
zSb~%VA@8*4j&Su^upt$>({3*_Gk;_5mZgJPcOkOJni6AX?wm&uwgXtTRKbsLXTx+d
z9WdjEOHt*n(^dY32cWw{;0WJ$`KgYI43RuX+yS#i@@YL2vhWlZSG9<o6=Br;DKhn4
z`1w*)(3SVuo=mM<-q}W;6K?SN?gOmo?iFJYwIkR8sfR@1@P2<gOmHP1b%6#Vn*q<R
zqPnA*Hjk8mXTz5TKFlxB$(+I6d4aQwHqbOX&5xuntStCcSsJXaskDI{fK+zBib`Y}
z7yGW@Z0~;ZVY%i><Rv>nzYaaKycH0iaX*;xNMIvyj5?h>Ni5mi<YoG)YSOn+<{0wW
z5clGs7>_-VFEw)tPZwohUb<OUwpm)TSz5-Z_e72WtZ1;-82efN6gck!Yl)iJn?%Pl
zM!65ZyVYq0n7@NxF8k6)pNY5FJNk@F^mg_2kMf*+RJ&$s-|bjRfsEG;mfmw+bf>$E
z(UpAiMDDdd@kTlC2Jgj}H83VaU@%W$y%1{C#tnJ0;e@@`wpvcB#+ju&66Za}pehbL
zs5oZ}m_k7yVWmIda6)iE{@^3Vs3Ob&MM~b|B0M$#Y=!3|Zy69PCmWpdk5)q2ot*E5
zAhelo1&dV2TOi)b*o?x*R+Fl5kE-XclKU#^XjdO75zcyk6b*{Z!)T=!$+1z<4pKzK
z*vQsC1%BUPwKL9~6)o;v5|hjuDw%A+yF?I7+fRW9(82KNiH;a)@9-GO!b6N%u9cQw
z`Hc4o0(StsWyBQWUB>`IH@MRb4qO`sejh5pSru9IA!rr2J9-za3XKJdOu|%<>y~}o
zEVd-9vz831(Zql!mbe#%^i0$6Os4`B^n+Gm5t(1`w|?MnJvw@#)-)K_6oa?$LH+=C
z;lOl3SJ_&jYM$5_YHIPAf88iLqV7-Dx@ygbwze;2AHO`~=HYf4TAnO^K}_*P)0*O_
zu<(H*TM7td^EI%`?J>M-ZuA#+#nJJvrRT^xt8ui~^rPIi4{q*;Mlj(;a<K#@-ZIEr
z1JSo{#Lf`9zZxvoj>q0A+&$a!8W#Ej1v{Bs-~@jM`++ajw{R9;g99uThhfUMfYK0(
zMSh75;C#q~k2$>$$4Xh5;0A|!WAPu%NXUEXxnckte_6=<9nz@^2ZZK<Vo|z)Z{@lh
z!Sm(ZJ?(h^lin&qIO6MrFRe=GfldP34nz86Yc}fOq+c4zA^$}HEY=Y?Qi0xCw@T;B
zumji<0AD>9eiPDhGw=mZfqRJ*kpYyw1jdFW?O1GzQwCd_%LBKr!6Ml2p8<<2d2Nk;
z8`s+W|9#?UfZB51`7ge^szX=@v;0GOVHMi=J2V+p;4tVgU=5Z}?t6itB@VYwzeC@m
zXyJdcI3$RKl!$26^*|H`KgQjUdkmF8k&i6#z~Zu?ltVw}!|^)^&+3QG#-qYgKrDc^
zwTAfic6i8O1fPDLN}4gb&1J--|B~;Mc3SS<r&~Gs0z9jlm6)v`{`i`pPRFk=TPpYb
z{r(+eFdItT?X;LXD;In32ygTF;ZxF)Q<7nye`7vpBO0%4Wt!KYa(HQ1ej!bG5Q<Qq
zOfAgfn%q3B2w*Lvt14rrf*z7KG?XYSJ|**_*9}fi<JHiqP!H@0p)|TjV@AuAjG)S*
zV9ubsmqfjpPU*gpoM)H4zc(YpEV9TvZa%P=A!F_#zeso+9D|Eniowuz7L;_ZsVW}=
zFn0NP!I(sWxWo-Lg?qAr&n}R9v=_#-$-3m!{jdZ<!dJR4g=F_#)$8|fyxl@*z4hGV
zS8Q1f#cw}K$ht2~L|-BjnOiE#odR{QMCIOf;9QCsB*EzWtCd-D<~mol=Loi=LQzR2
ztkUd`%>?|{`A+!-VYH6htUvEU-{(kfX#T6^x2yFYWBe(nNe*RGArAjLPTZ^}xG5|Z
zxD0Rg*E$hoo@i0-`V7Zm`LxNZ3`aAPzv_oVJ8Ny=@UD*C=uT4LV8tx*+-v5bZ<%6!
zAUSniO~-^;YDCJjZ+p{Z$3|8BvakMfBV&e1;q?qdwx4k0QZ%hOkR=rhKjyIxN2x{b
zWbzG+d@*vRPhPm+=D8z#<ubhoB4@@%beQ1uKruuEd|F}z*B!AUUxTPvjFOMZs#`Ub
z06P@4hwKjL4miYj+*z&-;VxT}-daI|tLxsfz{UAN=y_VgGa!R94>|#n(oqnBES>_=
zpPy7UDFwLecURX~*TNVh6igVP6feLZJ%b@F_scKAvxoRs;8m#qHJRNd>R)H>=j=GL
zsi`JJ4U_M@?&ZZ1qXwHHIU%fGNMv|~;&V=jEyKs*F3>H+>G4#@Vp3C6*W)RF%m|Lc
z!p4l^ZRl38Jt7G{pR=-jps-*>$tJvtmj-N@6A~IqBS2o&eQu7_`ach7T<FgFfSJ^_
zrDr!ylkMO489VFp(+}lhg$B7$(Q?;#XSA~c_5b)?_C4I?IoH`jQ8V~m&(IX%m(KO8
zAOo7%RlFa87!D4^z(iWO4sOyDBsmsUecc_j%klX^CJh$EPNLfN*9-ffCIYOIP`v)k
z%5LY1F6ZwdK+^HVA~XcLoIzk}4y$if?P{X7_K^EIA=~v$dTxqkaa3%4%do86?qfgG
zr|Dmyynx<dbl_bQ5fXk2WZz?2yB+0}c3dN(&9DrNVe~F|?*u?uRTp9w;Jc+s&u{N%
zmuy$8HX@aPD_C`@UPGB-Si!(!FcEeDA<0VGbB|mR7Y&DA!XmE2&bwJ`3my?O-u^XU
zrP^svZudBrQx4CLK&BprD9C(+YP<+M;e7rn&$fyp>~Y+=TZ^Auo!$3$yZDOVbt0lV
z48rr1lwQ+*e;0THw1(e;DIrsJ-$M9(o(J>>oWHl}EmreE$S5$~G#$JzokN~F66rNi
z*^sKphe`<lA#N0+Jf$JgQZz~-tqytKh;5Z$>Ba;y%!WoNm3&i@x2;K)t2zqVQ~6Gl
zz?)4?rPIQzR%pvnKnWarL@Vd(oabttpOQV5V5;SugSeE_yYP*(=&Z2}9Vt=2h#HRb
z9wzo4Ieu-to>wg(>dW)>FGp>QP#ftHivu!JCUew+zvMTiZ>z)Z-P8NGHv3;JAa=L1
z_wS}_F52ZYua3WDT71lH%ga1}<$CgKcVIqqdHRP^)klbh7VK*VU9gDErDyP;$%)kI
z2|G6<+r`R}uk*&|)=pb-m1}<U6Mm)>ehfoyQ|T6!LhZ(;!EMd8Uq9D!m@T{!bXBLB
zN~f7hTQ{QKFsx=bF*Y%OW@i5Mtzea)W<z>WRoaJrYNNKy^tL>+TUXn|cUu=#xg)_M
zQpc{=mwV?w=WB}HR5>kRa{h9XhmMxJFZKuGa+f#El;(5r=2LF>&K4`{|5m1rj&KgD
z+FYsH?7UJMdZlzsFk)+SY-n>V{_f*mq^iF-J;QVsebGpQ<_PKW2&q@X=@-(v2d9%y
z#0*jkzY!K#>USX4)5+eXozT#nQd4?w97{L(r|d2y4)2Pyvy}@3aqVr*ro=OTc)->m
z!&b~k3TRh$kDFILG)xsAJ3X`3bhh?#w$>!kcJ_2~)-d(<bn<>o{LuOVAyfZS*=l{`
zo3rzuXW>5+)wWW4NFK8O<t^unz*1~AeWhEt9d5<NsvZzDMRWr&6@a3Wa>Nx_>#VPB
zWH6==#HC_scIaf3ztq-5e882X_mR|+F*TAiGJ0TP5yy|Lt2-7G^O~Ie!aA<Sp-dsH
zbI|`X0?%aO(`x)w_-f=PSWiD&nDry8>_=JtECjV#B&?$oMuf)(0O&5Go?k9JIwev+
zIY?+(W7^xMTl19Z>SbH#m5b+`=)EZ@SBo!)P{PCg-96*{nyEIT7vg=~UtmQH9}{6`
zSnj#K;{0`_K>+OpONRgZRndaJKp~lX4EnexIX_B#+^Dt1D)MX&3;kVxdqxG)B_~NE
zjJjY|R7OEMX;P%)pP2_d<%CC<m2BQ?1PN=BY2wtv;PS$qF`q&a>I$Is{>)4dB88b5
z^#1D~^W#g%Vx(}Xwj4~dE-(8RBGQExg`J)FCLV4W6p{ZRCmPAvO)gUmEu+kTvYjEy
zg?oWog3t`Fw<t@>M7_tygNDCXik6c%n_0y3*Mvj8#>zQA(Fo4wi77JVY%SZIe|N3$
z*sRS;V_AZ{NLZo7bWB4mCs4>ydnH`R?#0Yow*D%n2ch^~*FAKj4s52ww@V~bnntdF
zRu09ukp~wP2#rcmh4X<(d=g<szMne@1cV{<gS`g3xdk$SK%GHwgKO?KR)IP}35L{^
zl+P3Lx^Nr}U_;m(Ua5caLj2>$pX@!vg{;I%SkJ%sAFeJr{a<k|fR(Ux{=2w=2i-~o
zc=+MFVepGq$Xw@oTa(xgWjIW6wR>C6tD@#B?5ML#Jo*4uzsgFX&f=W2Ow}o59N+Sf
zO{o2Odq9Tc7*S(h%q{WnmaUSGgJ!%OMOMyz?(g^dz0FZz3?d-|fuhkZ$Lm&@S$W9H
zU1o_jB7%a46p{pT%--uMVmL?xOht8*bdPX*sY4Nf%<_`?`COE+elSijY8G;B=1GM0
z<b)k)<-c<GdL8B!M%V`qM!xR7PZfI<#dM1~RKR)H$qXF(58|EJoiOfw`^Jr5pJXse
zD}QIl_Q7SYw^Lx*!^KX3Z5e816+uMuC#0izgaNQXUgQ0ziUG-lY9JMlLyjvHo+;JF
zhGHeR#<(jEOU2*eekqg`k^T9Ny2|szS2karUF`-itV&rZPycsIrXSvC6ng2yQ8c7?
z++*$VHLnAWs*A0!4bZSOx*){A#Y!1&3G~O6Q7*T>99~R}bL4XO#RIV_E}T<RDn~sp
z_`={qtPCFi{o0lIu`|n7h8qh}G}m__{grxyu;>y;s3h2ttUBe*ljuBA33(@{+~nF3
zpNG^q3Mc>6Gf#XUw#cMQ%TQZ}cZi=#=IY{B7nes*_l-CVf2$Z%FUQ?Wg0d-NLm&QG
z(Wn?irK{O0xso{(2((_;gUr<&2<b%#0ICCMd`fzHvMJsU3buY}@AUk6K;U)nDuuTd
z4(9xo)on{}??26fiGQ?9e`N3f6Tph##PqK1rxooNIqeti{AS@}*f)|`ta1r%Z#(Vg
zd@9ThLN7;In9Fnds~lfm2o03)<ypAioLe75(y*aS)_e0Kb#CH@?dBF2j-<k2Cqq;`
z%0Q}VQBa_*;JRBg63C78@Drku)aC;GZJ28`?~S$3UioQ)n}m4#{KBi(6)S@kLB!<X
zUAWh=8!|B?EBJPIRvZ=0m1;^s0k^0iCDRB9*x=xHvX8K}q9h5`oq1v|$iwG^cTd-N
zre{U$^I-9{l1`ATp^K}nwvMf~c#2-mTMXJohx2wlx~ZvyUHyfse6ZD#>G9FiriH16
zg{j?zw2JKY;oXl~t?<^w!pCKy@B;l8AZh@~@V1L3*gwRBP#6bEv4_Kjqjzv2r|TQ7
ztRyzsT_@HpCKmS6H85B$IM_^sS3z2uYstJzKq62Z@8$aQz{R7VnLEO=j8d<3Xw;0z
zasZ^;M~pN{5UDm^Wmsf2YI8eBt}LYU;6qGuO~jxW7oSs=sVfUE?rWf$sECk==p7iV
zgF@m^S!Uy0>zYP&RhS1ig$tpihxlf`#|>+IX7*N&s5a%^#^+}#qs#voT`+fP#W`80
zRG5X<6AMnl@Y3J^#A#DdVu7<1F2uv{y0$Ly+}41r*icquwZAW2E?zJ(nwKb!pNLop
zT96ynk<^->6bMDQi|`i;%a(D=mcd8Uma1j1rFs#Mb)TPyIc(4-Dj?5IF+W(fJUlxS
zWH`fpk>Wbne7F}KV5d*!|JeKO+`+b7lAK|uTCG)G<Y;U_{yEs>)q{V&Zx<GJi2h<|
z+0~(U?vpnYR3L@#s9X2c)z5tAQOD`_cfBeHFde%wsa%d*NI(Y+iLjLGYHxi2##GD1
zy&}Gcm8Q+Hdmk!S4KN;KS>ZH{@xBp0=z)u<I3rz7pX1Mim3-5`K4slITAm}-kk1G(
zm*`h86#BtnKFt!+5!|>P8PZ52*qke~|6Cd9Iii4^S=v2+Zs)A*C?u$N9Jb~2$m>|f
zT^=W(x{j>6j<CAsXyyAHaR%a(xkr<C=i<!3_Rm3v{?n?>tz4OC5dTkeZl>9G3%@&g
zz@`G*`(2fg5;vysr1%9jFAl>Q+m(Ezs3nIY4x#0}C4|2GUF!X`-Lv7k5c@%2(?Dd1
zr91RhCF4uvlRU`JS<Al$Do>bZ!unXWabQ`^b5CDIkugtA$`=M~Zd#e$ynjW|kCEHV
zlX9^1Uhir8QasA0T3jP4eqU5v+V#2jNqq96gUzoWs?Eit+qshdn~j*M@%Qx2&Abp8
zuY>)rk<ss}vU&?`mv#c4pSsc|WgjXFz11&56Jzh8pa28AjQ0|Vxe}3Z1Q`^qlxbXU
zf9n_3Pjo0{`Y|pnS>a;uem-mx=0!7R-sF2Iy;0T_*EGU((%kflec^D7gorO8v0QTq
z1sOv*%qqWF`@y^H{nlO8Sn7$MJRA4BWty=xs^Pas>zYUFEO722Q=W}Vqa>VgV~W+v
zG>UWd)3iD;ouWq{$@)UfBnCt%+a>#*{ZYpRjxr#~5%Lqsu$&PP1T4wZk7-*fX_Gw<
zy0vje!lI#(E}?6o)ucT>sB=g~`fsj`*c=xeg*SkApok~6_aOy-%u0BOIxPl-CG8Vd
zWJjHLoLK0BK~%Jd_J^StR@vu#_YSY~j&!?|#h+vYt`QUB>uioqA>LyEC7`!VUxb`;
ziha%l2KN0Z$6U%anga#>^>3@NSvYzLz#@MzxG3ohMS@glm2o?9U`HHJFr8@@tLpg9
zv=`m?6r7Ut>U7hjEV87GG_uerd7O!tPctq_sH3}1GP~k4yM~(zwerd0dS@+})8f3+
zwk&J7otO{sglr<yZ{MVgC#T<klRA@k(<sDM^X?t%pr+H%nDhDz3F>t*N*eK_p?77D
zSx)av8CvG%2~6iz=}lFg7}WS2qrQd9sa%tpdr+hsrDqCgJrs%y8IFq`B_Y#n4N&Nt
zmst4qVBmDhOl?C(y#DWc+9+p|;<ILtxy{&4LYouo&22gqq`*h_QBE}+fWxA455(;b
z@xC#j&O--wxYREq7VdC_z?mcAXBfiF6Yw62^VivUl7I8-(Qs?Qx0yOcc(ZRLOdHU-
zp}SJMxGYQ9j<EaJVGA1_X(oZ6Do&bG6y5bqa50wIuvkq`f!TGhHx}0|cYiFT44Q!%
zIFM?hlOI*U3D#Xj=+BtANlDgt@s-6VnIPqp6qcT9JP8zj!r$KgHFdwGj>J=WIS;Wb
z*fmr7wL@-b4c49)GQ-oP3mo_OOdxS2m~*>xh^!qQPbUejmLfr+@V?3H{8_5o-s`sC
zvu|Vj2tUG=GyNUp#R|sS++`x8a^x<?(~nm8c&srkbIGxR2MkB0Tn7q)H|<B-H-4pD
z&K>6n+VkZn*LYq6JnczQ`1gYS=6j>Q(%u1uydaVfl1g+1%02rlh$U?P{JtU*dVSyr
zd;y{%pafS2*xT}51;2kT`Tm8PZf-K$i~L=)#QdfAOYqrZ9DS@#w)#*e53d<@%v4rZ
zJx2=7*RMhZ5DO9*;OeHOH$yO*(b1axWy;!N&e+?|dwVkK>pfQMH(IM<>rSt(M6uNh
zpOmFC)P}086w+rPI046Y^n+Gj`wNw1_Se(cBjN+tR%zjz58qamapBSZH5`ZI5hBSK
z<5o?2EGEksIu<13b?V<MPJ;9AmZ9fdzlhZdTl1LjrBG3)F_358Em>KKo{&r8vSSec
zN@UMGRGbTiIUiEy@V`o8kJSK!SfFve<d)pXm;c<)CAfcZA!moUmZw}8L0x)PEw<|o
zLKZC7cypJDie33m6_r6xHHpPl@JN4-VFL4izn>I4orEz@f0zH{0qqxlUG9J|>b^IQ
zdu^HD3C!F87RwdF_|{4YR8R-ONP3z_t$$xWW`DI&=eLHfXZ9p7K=yF_iIBtsMi$W*
zq1b#?=*>>lYYPQu%h=7m*v#C5%umatzbMw5xkgTPOg3}sWdkF<Rx2j;*mmBliVuj`
zm~vij?82ppae2TfXj(+$@MpN4Pz$}8hgh5E@xt488-!368x{b=!qoGE!tZj8Ub7dz
zZuRey3H&Fk;>`NdMK7t!EiNgrH0a)T(vLz+**grWpY>?)IfV!V;QLK_I7l{wjbsoN
z4gH+^l36mC5$D>_FVnpu6!m?AC>E7L0anyO=dWV*pYFPoNwOw{dWGiDzWDC^*K~fN
zfwKdL!rvd9nWZMIc4sB*_u6<Sko5>}l;{K`b1|yb!&hOHPY+lvXcN15QMgG-sW6i3
z1IRgqI@t1^5J(_@fqhE5Fes@Tm<Lxk+QkBvn_EtaYwqhM8_%%5h5qo>Q896Oz_sFW
zi|K+PHV~A{5ZhrSki87e#E)RRJE>L(L+Rdio8MwQJVI4iguuV<B)3!}QD9S(C}Y#8
z6yu0w<H)YN4iT>Fu-;S4I4ATvr>IewtEDBitrcBwO+t-t;Pd^g)!kg+!nU`S9>SI1
zAyoZSA!8q*0f+vsE|alh9s5q-kR(05^r|?Ype3Jk^sDWYyY(UYkv?;QVmAqf1xMLG
z6ZtFLQ=iMHt4j?U2<~)A2hdd1&~FO5;KJAgST-+K^?D3gFe;twQ8dDs#3etK-lu3)
zmb{+dL8c(R>XHs-4Pg3vR-xb62)U=5;cK*tc(aNOXSF;SuPJ=90_%eDiZ3B_kAVWA
zWxC)Kz2LELatc|2(>zJAaBMYISV$-cYhd2tgdPB_WZWjZq$X7Z3h)B3hgzU0FOv27
zDjv@?@+~XkdB1nT0WV)Gk<4{pyC=so;!S1N+sdbJE2Z@%T^tQvwx?X^kqGDcS{Ktg
z7rlV-5*NJlg3J6DYv?#n7q28(Z}WOY^Lp!h##{{PetgjQThl;dM6#3pmk`DMu-zEZ
zTgBv;rtBAmFE+0hi`z-ZZu=>=?t(dQ6vhm1$9{gh3+BBE`AB_tU+Q$_d^4RbNT{#5
zLA6CZQf4}moiFU(R+6&xMBV+VFVf@f@=}c=VxPqxw8_cT$SGU|F3%oEl)60kcopD5
zF#9xPHY3j@FULG5^J%6(XHIZ^yq269tAD-dgF4v<0y#O!qa&64!&QR(6#{~;Li}yn
z7J)Ji2ff1!Mo%7C$mRt9Tix0@<PuWj%7wjlfyFzMlDM6bx_ZMZ{LU&LzA~I^`B0fN
zVLRw)bM@GUFCIb+6x@g<*hgg0Ope4j+Lf0jODXHi36+^wd@?C3HThHtgk{v7k{lg;
z#L_gyCcjUOP8y8;G*Bp~k}Ll>qx9m!SSsX0#q;V9CGAPm-9!7|#!}tAIA*2xGEH3Q
zfDVmJfzquJo-OS`2knQVF%H@>4kIxR0x?^a><;#E_CaqJ?&Zx;9+w=Vp9MYFa(U^k
zZR}mgFJ>hoW>r&XRU=j)qV8kw?W683M(|wjE3a%lbxd@5Tzu7Q4Y)$!PxwtEi*$_$
zXN`z>4Ub@{6id^Z9uaf7oRm^Z+GJ+td}`|NJR@PCJ%vY*L5MGpyDIRho)`z^2x>hv
z=&_j$q!rB_XvmULK?$tjvJ{3o$x8JGKNM-%my+RHNB=o4FN8Bvr{CprJk)ZC^?yb~
z#YYri%zOr)0fyI}NH}@T+H%cxb;jrF%|H17uTLttlWq}rFgN)1LXfqazsm2EKpdj3
zQ{NBeYT@N-Z^|J<3X(1TGEJDkXrD$p0Ed?_(^OsKmw-!L6NPpEnggZA*4n;g2VoA5
z#*}GPEsa@nhr=3UGnDld@1vj|8iqEU4PsGT%gfFdoj4Yvk1;0Imk+J>0OK#mb+Dic
z@(;6tbui?|n!Mi+OTvSLLKWHu3Rkqr5_1%fCy|1(m14F#@fkQ6XBg*0XVx0xdq{z?
zXD1eJOt^<9zA{7L<qX%_`C+<z5)$x=0y3;&lbe%W{3w>{*;1fo*e$W09edX-&%!Lv
z@Sq3@6uj5fIEI98-nM!6t}Xb_r`qL*qTGJr3*>xpe9DEA=XTg+;~r<bCxwJd7mE%W
zg?j0J#kG;IctjrkgqmyYsSO#F2s-?0$>u?6NB%XQ{1=ak!_Iqwobp8-lW^Nd+|khC
zE*oEFeA3(7txj~49=Xb9le+dNe2|_#R46FqMX!5N=%y|TjRGf+xeTdSg<O~XSq>{a
zsBX>g;8$p;d^Gmb$XiQNZAqR7)Ts;q0K#KIRX9859>5H7B_#cT&UiIRT#19yiFIZ)
zau=%(1$91#H`=e!I_`k#29%7(X6F6w?JsDbwyP~c?m|i0{}WppSKfizB7%Yj;~3Ni
zsP!#FLy)w1PaHbmm?-~I0XEtr+`CYL8aZ2>f00cTnP<2GT8qB8@n9C9btSm^GeIl8
zGB<SB%5)-Pd6RbQk0Lz!oy5cP-b&M&2K%r0L9fCSSaRqEEp5~<@au7}ail>_Yh=x#
zXBN8Wm;)Fk28aQ}p%W26_Hr4F(alFzH#lrSFGfC?(RKhN6~OOX3ku^!s&DlE#fjBj
zLKuSqEE=s>g;J%nt~VB&!42W+QfOSn8m=9>RIyjd@GQ2Kejr{kryk|*zY^SL8Rc9G
z!>VhQ>I_x%4~wNw_wl7rzV%H%x<aAf7?GtJkzpc|@KalDP{^nAwjB4~@T*^48bJuA
z^n`Ic@{1Y%8xTYjg7gf;^i8BXd^z6yOFIsTpt8IdIqo$Mh%iY?#m@_>Or^iKi;Gsv
z-*1c|fw_{9I+KK!ZYKLaTsM7JOy6OqPg>|(P;2}c2hQ5S^WaH#+Edb979K+DhgOb6
z=TURR!<Q9W9=^UdIyyG4f}AJwp{RV9f_huVZ9;DsZ@-6ESJMajXmosHl3;vss#|e!
z8!*?jkMdWP86F7^i+k|EVm$C++82wFkr1)=lT+-;JN&KbeB5-Sc6{QR&pL3ZIt%yR
z!BE^rdt2b)&Q5y!SM>7F^542L5v>6?^YiKLDYvD7%0kZ8^IE7r_+{HgFvIM*tJlpt
z(hNq!_NQhSk9mV2U~7l1kw0BK_%qDw7Na9yGw?1@4<zn9gO?}&OuT#HTo1Zk-bqMs
zL(4n6wEteb4R+eO8X5Vwv-A5?MIqTrTv3sq{kM!fwMA>G2gi<%+ZR2lBgx5cF_>Og
z#%_l^XGdk4zI^qcrh2&7`Ak6+y(%O5NFpM7VjRWQn5J12lk)6V;jq5dD~%V9DM+ar
zSq{CV6yxM9eyvAg?(Ye#$98uKcHQrN=b24F+26m<FmZo7xnjZA9P^>E77`T}ZeSlm
ztNIN;BX!qmDXLYrOD7b|%?s+pH!d<Vo`t>4e=3SB+ok}~a=Q$TRXut{(*Yu<e6zVm
zwY<6N=IXKY%|M3D#;cpc2!pamNJqSv;4M?r|Cx9XtT?oke-@)8U3^N$!1SZt{$*Fs
zdG^|5dEyib>57X{e|dnE5G%?as^k-J2m>qWPg<DC8RN?r6uuivhl2}SDKx8ziULKu
zyeZS`soo+h)gPJ!@U-JicTsjqvnt<MGGyo%8h`j~q>H=y{+-2QFAeh78tsobju+tI
zffXy7$qye4<aJj2d#C_IdVHWRoVt^kbR!}h<3E50d8r^tqZv<l2R8xeH3R~*BzH+9
zlJF3`!+!7rrB0%7gmrQkjHEoYC?1RY$IZe@i9@h%PqGAg1X5VyO$!7VPCjbq@EGv>
z*BvgnBuOr-|2n9xo^k$1;NZshh&!_YFyk+PHeOt-+9w#RkjNuogl7-E%a29@(#dO5
z%4&!qHLfw%<RKh5StYH<X&RZW9RTc&9dH1Eo_G_|NWjNKrdrUl{cR*}Nfa3(`RJQa
zhXU<5>dJi?d%ULEb8YFUu?$H>R6`hDKfkZ3IjR%=$GQ%jm_pN+vZbvE&X=qIO6`Re
zi~Ss*b6@SiHG3KWkafS`4J`(|tb4n*HP=w?Ts_!{yAn=85H={KhDSgmPNyYKhlyr|
zl2hUkvUrZtIXicRCYZf2^7-fO<L6^AruEz8AMt~`p?|k$$>2U;;GKm`x4*+r_oa6>
zH@TSz;dTmF{*Q8nr4Eah(|Z*1hZX;6W(CJdO=nD1R*`zi03DYH1Xx5h!y&9)`jn&V
z@Lqd#;F9mu5zP345WnZ)O{%gy?dCS{qR*ZX15`V;gRsn+Lpq97FI(G<k#QG~^*<M0
z>4Mqq&V-ZQy*oxizgvS(&k}b0D%|FNwfRi<WyO8n(+-&5@vS%X`}?fEu062-cAKe%
zPrO0sSF?lv&GxKjS_c=&i1ukbsShcMH|a@1Mt&@*k}=X-hc-vn>VwzB$s0iyc=4kg
zg`$Al+E2X>zldK^YVu3nb}rRM)ZF4fz#H<iO&7{-_ucy=u;Wzk=QbBG*A(9PviBVP
zF-n=bN51Ugn6nT+y5<KrJi7kuMa^?F-d}GX=4o=Eko7$-^Gt;~zRN>red#Ww0ehrX
z()6&N1PBvp)jWRH{Ej*KweFYSPwVENo~G~$M?YMu4%bd1+$@G4i6_}Esy?~!ILBZ}
z!BWC=xU1b7F1SVOglUb9hH637QRI|(o;Z8%(GvCuVmbPsZ_rY$X{idehYg~)Q6q+n
zKhi#*uBX)XStH>?_MP_JU}((*4kO4k)`$UFftpldsfGw#SNAPJj*LV>drNwy;U$hO
z2}@DG5}Shv-SORtEAD`@i{@}Rx^>SrIBeh@S#z>#HE9)mDx`+5bgk=~5O|5zeGfM-
zD?}2=Z5_eto^9X{Km>&q>@Ofl_`Hh&{0Zt2#+97WUl*?IBn$?nL@`-Wg+_f%bL@a!
zb!Evd!IxOG$^f{BTgeRkz;OH9x|7Do@>tGt%|6E=)g8V_@DgJC(lqOGeh%`&j7{#w
z<|dWGCho_RN5vm4;vc!a*7|#r;PQ_|{>e$@puv!t-0{TdV0~h;YC&1^r}B!zJwiN|
zi3i`lCz9WBZv=ZkwLfQT554-E%R;6jFYfoO>UVWZ;A#C@FT=*Dh4_PZ%je#z76^o!
z(skqbqXojQ1n<%fPy|h5iQkdts%RPs#?sWjgK{N98o>ew3@l3W_EBmM$hX|lkGf%b
zXr%l)!n^K%6aYo&S7cNHh~quWM|Q`s_&484x`MMdzqfsQRK>`2QRE~3y@Jl-c2)bQ
zQmym%v;&-96z$eh1bBhAJ$D0*d+q;dxfuvlwqlz9g-3n}aZFTzC;)#hmzV&pb4Qj}
znEea#{^kerZRe@iVe3q?;u^PA#Z2=4usJm;-#wu<M4~&HeUNmT(lK6fsHOS@mxA-j
z`%A0D{l1KZ?u01BI9qKfwP_)2=1@k~_YPqp+v>H~c`-N^N#<ASyYXJ_am!&<)%DN*
zN5{A_NA$0+cdzZ*&wgLo-2qFP5(f=JB|$aN<MFiiD_XzOda@O_XNO5Stl+}qTCT!V
zg%09Q17~%gg+%2W_oyl80nkPdzsnz&w+|wBJPy<E$4@R<i46!-!#-rMg@VHnjaTCZ
zQzTRAoxifDObQ~^xXvM3KPQVU<CMp=oi{nfPm_$#y)B6KXClgF3n5_?eJl5Ef8_B~
z89M(Icdd)D;GuLQh+2H4l^=Qj?&9L#F|oynP+N|LY=+rOxv$j{BJKEl-J3t-mSbqb
zY{np};#X1P0atmaC-QIKuQoWDv6`g~q%}QcwI_S)E$AI>r{a=2(xr#)#<_+~8W05+
zwWds)pzqW)zr{&w5YNRPn-Y0t5r3vXW}dbyp0q8}x8pRzM5sS1(^5)FE<1U%9e*-c
zp@sJKed3xc+@4>TU;RGc_?bSd0PkC>G#~1Gh2-g+vDA$>es<};wp1|)n%d&E<psAV
z)~dg{-;_0mA6<Dw{QG&W)cQrUhv}tLY4unq_B@J#v(G3YL6G6zon>iN2-@N|=uUZu
z0f?l66@P=9^6jh(>^#xGDQkX8d;tStn&=Q=(e^Ivmz-x6BqKcZ#63Q#51wO$<pPFI
z7)K)(3*UZe&>FP|MLuJ4vhi}F2nVPyA8}Yl=Q48eq39QM>l=TC|4S1Ec*V7>)BMe?
z@kR|RM89t;dVit9<)sTx&l#yg3a%TOjXm>H@cOmF-%BCo_iKl78E(Gec8?5A3GUrb
zil{EY#`B3|48_sYE@7@Skqi1<C)C%N65ZDBEQAO-j_wUt*hdxZ4)p~q@9?kPa?!|x
z-<x{iu5q5OajC9BsfpROHew&K&(tJ3xXVR`sF&z-6w59q;sVi%BVKX=G4dl&XzXov
zrv#^gRgjLifQn5#LjX>~BY}B*a_tXG$Y+c8KVV<SR6~fs1D4DwiTzxIJN7eV8J)$X
zJT!@5uC!lYDH<8^Sq7H#Nx#wj9N$DHCc$VU6hPwcW(<yZc%w#7!U!6^M21+tV2oil
zf0(-njUoFvF8a)U54P(QbO5S(aEcCKd6-?69)=KI#e3GGb+trbwa;=L>fl6%L}VvJ
z&PHqaMb1iC<>-AABTSGPAS?yiK7ANkaH!BD70}o8vXoEQz31mGg!Hb%1i8s^o($@m
zSD-VX$%D?ah_b-3I;T!b5ak=|LygH>i0_fY;;b3dv**i;<h3^WY<On0gSqDU$j7pJ
zjk}rKTe;g?Y1_*wfBt6guD{vchVHTq_U8V1p0~RDW_$Z=<`-Xo_kN6@t{%$XL|yrX
zvew>>B-$A(Ecg&ito*F(933kutwNnSL6y6}lu`lJdVI-w>d$^6(|bCP4T)w(-m<jj
zokw+;vndqGAHv+hOh+&r=1{rK0G#0b&E?lLx6<yR3n9#RVFbZApn^3-@ZWE0*WFyM
z1AE63DR_B|#zqqMB{#74&=8zV_h{7h{X0DKh`GB1uY<_;<}u*8m-c>TE~oZ>KjBf%
z<JZRc)ujCKApobbgSt=QyS$@Ax1F?DqbDgrQK+U~)MC#2B9;Z|_lCD(Nq7N2LP|yP
zk{(ulvQtn(68Ojw==hUu`jc)3kkVoT51533j)(r9@*(K&mTVQ(QAL{#&IcQjUtCFP
zWEnnP61hR@q*bGXn0f!cAYrE-lP&#SLcZT{8uUK<GT8e9VV8GP^)@HO{P#_I@zveu
znyWFV`Mc?FaUoA%p23ctLb5Wi_IhUK$1%S=CeJb)oofH#4;>%gR>oi|x0Z97YJNow
z8V&uZGTI=U+JH^bz^2lZrgt=}0LP76MO$!l<l61!_Tt>PzuQNnM-yj96H^nc_<RG~
z-_GXdMlUb__VwL<v8xi7uuurOojl&y7x6yY-Kv_N4*61lNqYH%hPo~5olK}^pr>aD
z$n0RHh0Q(p^)3mC%PGvYl)#+(Dwj|H9k=q1q3oW%>{}l<_2#MG&pz2<&NNkZJ{9$K
zRV;gZJ4|~Fe-exTki}oQY4nV7Fb#ZcWb)^AwV-LJikVNBnOpKVws*;-xxZe37S=P8
zF*JSf*i5Xaim{|*bK~%G$Uo@CT3O0{1CPwIl3JS1rZMcj7wDR!hspQzII7fRR;hWv
z5L24u)1btj52hgED1OK=7uCyYIjH=3Vv6`!r#CUb@?*X>M$>6+3h{BJtX^$vPhF8<
zBKf?Ljps@Ba7qft!;zGaFNP+(q!AmwFV=><h$t^2UUJ^_u7$mz>ZUTVF{q=!p#^Ju
zC3Ib^r>R)&cxujTI9-*M_!Jerc*y;Xk}zFGV5qVX5V<A|quHv>Y8UvQQHqXEPHAHT
zxmR!(H%EAq>{ituf1XRd|1?F9J{Ru@opPa^Vh|erATKn+Ufb$7W+ml9<n=eUl~`8m
zTmXul$)quZmqN#wOcf}^Kt+rGcLeG_y4K@i&fcSVv&QshjVfa+;+2O+nxAFbBi%$d
z_@@YR><@HFxd^CRos|5Z-YcO<KZQ@cf;Hl}6h;rSetcGb?KS^7H~KjCdBob$efd`+
z1UnHFiigfJs-2Wh(H{cv!^*S;C}=tPc+%}Q8phAb;L(!ilqSd$C>y19?18K(6OK+t
zsN@oa(iq2KNj2f&ZfNO=esHo*FZF>GSXMPU*)qWK9HJ^;y(oCe8P<N}NTe8KTI*mb
zC=fY!gD28<CMgWBqsc^LkO;|h7B+6A95+%x7zr5KIdCjkLfiik$7udEi_&E<o%tfi
zFC?RgYh@j*^m}#N;k{<_Wt#M58Zc(R2f_`!{M=UhwqVvL@GE2@Ug*G1fJyL~XWR2N
zSD)^k=DPMe7hwZSNfqhlp8P(h-@m_qUE6xwL$E1kbJDhji!tH0X!NT>(nFP>sd#$2
za7LjHC{OFc6j=!18=VUI<f^Q>`}Xh1>$Hfrqj>pVg`!qB>TF+#b8t=LV4~ysp<$2k
zm?&_Od=t_5li{kXJo=ExPBBSDcBjJ29+_pnB(>HD?$AK=>BFM~&GkQj)sVnm$1ivN
zq!l|6v^>(7PC;z|r!obtFQXav(Xy)ZJR%;gn~;uiO*Xy0PAb5~0UcAj!+&d%-v`=M
zbT`CdhoMdMG34Ii*p3z@)6cs4=t#&^h{u}{%YW`O{smL=`Fo(%FriLZe2DHlguA7j
zTxw}=d|RtXTso{&d?^mvb>oBtDnuBsJCb2&H2p0gCE>&XAfHpeq+=HDRS{F`h<njQ
zZ!HgCnYhm}r~{D|?r2d&NQpYPcL&RYZb-i&8$A22lkgU@A-SrA59VvPybenx{^{QM
z@bfzevBT`+1-U1(t(G#%8=8?qhcL-9OBEak0ARWlV#OHv0Zgg9z!q%n>Ec<2-1B%s
zz0FP}9jgKO9@N2le6)_v%t}nEn)BXHkk*?4MywBt+<L3^S<Te+owL2YQy?R>XJ>Y{
z;rQ5MZ0u`Jj(;~CN@>-)`NV~rvKqy2?W>^LFh9?U%kEwK2p6O4ErfMkf<sYcKPUq7
znbz&h$HtfdM7~Kzh~`j}#Fro6(XEUO!6Gva<8k*BKjHHPN7ZT*y;H+K^>!`zNI#6H
zx*QPWZ#jdv37AFTXi;&JdT772^v8nS%{{ZIw;)Rb5~`Q==T{NMMC9OR;e+D6tslS9
zV2pJ9$jEPnfJ>%)sEhj{U48rc--{_fA>ZJ;KWqC9z9H>j|EX2Ouc|^`-mLeBHH6%q
z?SusWBU7QhI~fU3L<V;snOef0;iw1`gZmY(FK-kAum0}0`$NEg`u|zdCL-Zg7TtRX
zziw~$&(4BdTCV2P;qtBQa8M^v{cgeCpGm)&y`?3Xn}^auHYHranve!u&&U{fmsLQC
zLYDC0J&iF6K{8^wqXARSV&x~s;jw+~M=NIC0S!~r4KqI;O#hM-NY#$+l{94A+w0z|
z>}IWola@t3RSBwVt^b@lW^=9N5kOb;zEyvij|+?)GtxKur@tal^0%_=@7nv1A2bHb
z!-LHe^$q_`O~G_aHTY;lO#md1X}>qIGjrGB$93`<G{ZaH4)nE>(~hzlgjbUmG){PH
zMGXyCmc<1ZmOkv=&?F*$hp^M{>BZI3I6G_G-=uvxG<P$>A#?mdB0gRyZ%XF%5;zf4
zz(EP`<21^TL=pGlYtEM&>NHfy<z!=n0-2Q;G#_bkkB*cI2{~1j8=wNm$K?f6bu>E#
z;N`-&&(Qn;&bbTR%!?xcRbf-C4TnZ$MT8kUIN*bDX?nmf3AvfrKhwGNq&PHN^(#AF
zNxHtwFho(ZHTo;rgt!QBe)M~r7DG&g%S8CaGwb_WR`O)V8SQl#QmRs(r-)i1#h7)_
z!Kak&eAZb#fWL#NzDKSsTJ^nC4+X7lAl?K}TjpkKbRBEiM*yN~<b4eEv${aK{~us`
zf~qFudA`N2g_S}W??uoDyC?eSbEyX9kzn!z@@4b_*fT(Ydx;YZunbjb^O5<X(627U
z_{zc`R3!>R8<}33{lXTgAayaF{BVh&PkLkmaQ2YusXjyqwOChFC_}{oh^8ia@BJDA
zbckx$2hZZDH!{5H#|=^1FZeSx&hc&V?NE@NL@Zkv;_pmU=e4B`u?JA1g;=^r*odJn
zGsT^1z;kiN{#_va8t^YS^~r~FP0{Q^ZnMb_7%a#=ZBSqiKZ4#DEj}ebUDagKv}*5Q
zMSR{#Nn~;px9R$QQp)Sz5yUna=Q`hOVzq}*srD&q{eYuyn)WXLaQFu;_j{zM85N2R
z-uGW8?2*JdqV4+ezNR~+WA9BduW(`^`Af3w3(PqLi_porKcO}sk=zusCFSK6_rQ*S
zEU(=g_mnzqTF9a~c<o4=uY7*GYJRcR%5VPiQ)R*rCR4i>nP}p)v-(j#mux0i8JVXt
zGQWL2>U?}^d^|pTGzSbVuFvi5q<=D#4;k;e&Tgv7EG?)>ZcA><EnsHW>&NNGB}H;Q
zqP+(yuu1GLDfc>iGYX6%81M2!wn1?bw>-p3a>Q&w#1Ghpyw=kN#>`r*{a2=_oT3<f
z&Hb{&a=tR3gNq_nsd_l3o<DD(eiOREP~jHtWZPEff`29|a#LKxu{D!c`;{`zx3}w8
z;`-OKzMI58qkQDt_L-^PN8K;;pdy^RqH0fwLn-*KBa6rWp$bXiH|_XdHb&^UGBtGS
zapxPdpI+z#JT-a#X=?rgH&7+T<b|<yQ0C*%Jw}?Er>3Df9u)4BKi`j&P~qY8buj0O
zJ38I3CVvBhy<pU$&^s)w`=eso`w@DebkST*3AE>i7*kVLK%+y9UARHl)l&nF0Q(z-
zjK*>+MnIOLP6;yj4u*%U^ev0-z4SqnI-2|b{2RM-*0Y45Hy_GM3LCZcY0lD%I&3D+
zp;4Bv7DXL(T*FRDf=lqOtD{olba2h)e?e72(D13dYN1X!0DWsE?f6gH(YGo87z;WM
zdwSb(fpA~VYbY6{VD#1HmZUTtp_(6g`T9V|05@R9Zr15j@GSU3X)P`?cI4IKD>=8O
zdgo8gFH<Z;%?(5!n@JlF?NpUNCUi9DT5qdQ#4WW}7m=J$5R-0|6sZxBKePt>?!^3R
ztC5>LsCV2{`3-k$&*i-`T$3YC8RgNF;f`+0l9qZcB*^2&!|gaQST#7n|44@?I&LgB
zT8oG%@$@W$jP?8Y;7(%BPUSq=^r!h}tuJq`FNRPt@d=}}bXg3W@8~w)ZSQ1m=7}rL
z<KOV+=iNNv$~cNZLF+8<lx~+-d8}CyTmFf$6{r!=0qTyRXX@vgYu(!eBOuQhbp#Q(
z%TJTKuEqajbB?({{3L?vfD61H?<HIMLbpfH-ENoDNk1@OA|zK)4{$ByvMZ@%7;kWv
z-m4Tm0<pl)p$@J^%&!f@5Qqn`1!@7d&IFV40^+@#KuL|@5^_oD54UbDpMrX9{H`Q`
zMoBN^@!*D6%1`dQ$ZNbsECq@CV=uDZsPseF!XrVM(GYyh(qHsf*-IyMfP16Frq=-G
za_>hdUw`6<Gu9Tn>$wZ=etAW;;Jd)T<ac9pw?o0sA&JY&#s4lGZqcL)`SdGssl^K)
z03y)ct8?7T=sO^P$3m*CZ4Zxzu@Lns*h>+yvO<B8RHz7>oLfnk2sP*Aza-iK)GhMs
zs!#)&p0pb2xdLO1#ygGCoH0JrwMluWdwc3K7UlYGYHGjVUt8Or$sNLu0a2zk$5b*S
zGek_PT}Hk|?0%h?=%KacuK(S^N5=z`{f-~Z*|VD_`+rqC=gN#fvnLA{Y>-32&YAaS
zW&0JNrhW8TNR=Lips#h4a$<oh+C{C+g)OnugF>l>Y0>@>du#ZWMHd1pO<i5PoYnA0
zpXrb8<2Pku8QIHm2S*%6$0(>NYpJPyDBq*sYZ=D!l4{+QB&8cz$7U9mDC+4J46N{Y
z4z+yN{E!*Jv~?kjBf+8YDdf#lru66^u0Tpws<R;D_V{}*N7rAS(8!Q#DVyM5KhI-p
zmO0q)G?jod(hk@q&{GJIj5E~SJ44}6;<V#h(VFiPDuT2bCZCh8J8_O633upjg=Zq7
zEwNG-qI+?Ls>lp{tP;{SBe!Mn98wLJ&>k(ZiNBu+Q<Mb1M?%AeRTA~!&v+suzFy!9
z_9$l5WISDb;UWBW)Be?9jOXku31yD~jTfJh7oWtjQ*_IP4_TBXn5BemB@#CIeBs23
zAG{H9(BjNw=_9iVaMIsdt`b-?3>!m1EER;|9SZIC7?Lk~T$FcYPWNo%LS%V*6osGk
z$OS<DAQDvp!?$V+t8l>dRTLC_`wsxF&})f8!FupU^&?1?q~DmN#A^tOsY4+&P?Em>
z5c3Y=+u=HM!9wHrDEoQvX5S%<1mo@zr}V5wry49wcu&406T*scmzEx!XXxCbq4vRm
zjNa#)GZ*3`NlR?8*dLT?0Ixo*(f_?tCf3SNyQBoGqKS6r`yWSV;nvjOhH)5!O=<(_
z+CaLIlrBL*=~9tYT0-gGXz36^kQNanB&1<9A`%LMfOJcY9x&K@e(xW!UE8jm^F7b~
z-1p~>RD#bI5VK<LiGM{M0ZSM_Cwwd^M~?2{Rt8L8WBD3LIWF{IB7o2CqV3fU1{wf=
z>P9hIsw%_rsxy%Cb{rd?=vpm8RlI@M;VltL^%md9@Ub-54E-5|pn!u|cRsUjpg=3^
zj+QF9439>t`t#VH@~G1NSRDXDzxKpz1dM~GoeMX)w&x-9wQa7hwvnQek>Z@O;+&D9
zWil2<eSgF+9hfX^wlbD?-YspvSz8BAew4MR*O-!(Kb?x;SDAI&9ujHL_$jhkN&XRA
zwlJ0c9_9UQY8@jS&q<)-_N%1*&Z7c?*)gV}45fQ^F&cB64LM=CwC7b`LA13156uPM
zTLHdXLB88TLrt5gxl7;%b1QavAvH|(O~2!eRK039Cjs*XuJRWB|9cM_?y|gwBUX7`
z5d4z8Ez)SJLVt>aJeK%rvhq{dq=5dLj<-XDA4eyuM<>jkmnUEBaLRboY$-q~*|rnd
zU4OiH6>FM$dg5L~#n7y!OL8-)s4m7>$B}|nX8U>d2aQhVtn*(J7b+qhxXvlR>+?VJ
zor)p%qZq&Egk?XuvbDQzP2KW<XfK?e><g~uy!=+K-c|$`6XO1^^z-=#w-5Rq%42mB
zKO65zG)YUhNGfzFs5Hx}G{~y7E2vz(3=Iqlb#V=KaJ6+0@(Ohfb*ISA36W4Z3J$zr
zzAb&?9mo<OBYEWJzITqt$45m~_I-H&T%6YR($y8vL*_qM1~+`gpWI$wwOikrsQ483
zH!gK|yinx9_o)0f{S!LUe>!U|>S|k=)jqzJL-OWCy{~z`+Z`Ci_<w1)|5EuvjT_Vx
zJ}fOeDlPltM$UR_W+|!RkzIx7r-tkg&iDUMK0&(Wdbngc)7cRD6;-*nef6zpiH;dk
z<M1eGdtmywTv&8ZK+uSeL6Dq$RiFQL@WVrLx@OYXxqPp8f&<K~{2bgFogx!*M~>Yd
zJ<gQkG0x3U8`iL_6_+X8y6%ZC!(GHSwcOJQc@`Y9+H*0eoga_frdhjA)l_j&wd0WP
z<&{#t=k!|FElHPF`2hoONo?A$8Dm7eWNpc#J5TSN`$wzZCUU0CIEwbi8-||v`v7>&
zU2Y6nNtHVb&BUk-be)A|orQISHD?{AG;zb>3v4>hXx>2WKEmp;LzOUnHP_Q)ep9CW
zxs0s&w7gp*f}6vlJ3|8M&;F3waLyRlMcrpU@hkusxc<Nx*Mbxl6qBOu29!%rF(K%U
zQEKS-QwrNvjYa$Fa7tLGx8H)4Y`%$XzLejBH*A4YER0MY{2cKCX%o3f>s>7;3=j#T
z8R-X-Ln5o^8V<hsBpZ?5-%1pC)IHqx)e?FtMEAyr<fPjR316;yZel}(O7X3(S0x^o
z8mib9;m>qfujl?q!2v?W@_|8hmR%~~sI?+^mlzb=WA8zr9HXYQ#v!Esd*}iyYh{!A
zuAqHpRKj=nbI8|;y;RVuaMGoRb^CDzNOo|4@vo4pU*l<u`}s8C;Ah}+5*(+}7y=)`
zg2IyQY@dw%5b6K6mACu8fVHtr%-ZLUhqH(8@0qdVcO3_7#z+Jch?oMXY-Zv-PN>?n
ze_i&?=ayt}b|Z>(x$Q&o8vT^elu}_h2ANdJ-ut%<6YJ|663!_i3(NS-Q%(bwQQcol
zBo55*dKMMAdKV5dWI>o`=bGfa;Sm<hI1~zE1>f4OWRl3;&k*(T5&d2gZ{Y~-wW06)
z$oAP^P20@umCj2Mc<iNN6eUVk1N@rPMg{Y}jzfwiRbNe<AJ#12f$l!XaKh_L7!ox7
z$~eO1!6jUI#Gf!6bNDo3b(=m(@ks?a5)mdfnt-!C#^r|zK+rhUfZ9=E5i$gH2n`k4
z$$^W+bB}`H%OFAz(D-Xe4j^C(tV1~ns_z*~5{P~Qg~bSKA`WLZ5Q=`9V=<VBK!odJ
z$Cqmt#XyoIn~|RM?jTPzoI*>@6B)@8y0{AKy2Bl7gN=9>1`R{MNfF1gVq|WEY%tIf
zC}k++5y=6}l8ICe36{F0%@0km;d%^KKYEx$2Nx}A2;1DD-CylKfO%n6oQA}j$SH*p
za`FQ!t+K_b=})Dhy@uCa1Be)EeadIhBu^_(raZxS+Wa=0MRr4WD}t(OiaO<8!LR&r
zoM=@9RdvzFa^Hd~+mai@X-?&&!c-Jyk(HYby~urGhvT#3&#+^Uqy#tp0*oCQ6~#Wl
zdnFbOhl0Y1Ws;KIV3cmBf>UdMbybn7%CV384IMaXMll;>x2%l>P^xZ#<s~W6?P0<T
zeZ98ayg8C1ah1zJ+dUiS>)mBM>*rCuUH!!UgyhBKk-E^yz+}7Tn|#djrH}8fs4v}n
z^(&<&fJrFB!9=hCZwH^GeE86lC842F-)@70ln%hw_)Exqm6Yh9c<B+iEq$NQCf6dk
zv*l3467K2>gn&ra&s;4P=W4HKPZAg06|VrkN@vi;vY&oq=ve{^{-ia`znO3a6zfE&
zkf3neLP$6vT?2U!+|}J+GnV!ZfdTmHx8SkXorFt|1;TmGnMz04*)7%BYD0&E(@R;8
zYiJFzKM4xntB$AsqkZZe1*V}4^`|2AbRlYvW*cjOE34~}4-4~{4-WIhY9rzGqyJRe
z?tbr|Mac2n!8ktdE)Y3cT8FjP9tMVn`Z)x;+Ts5UVlOb5m-#Mge<VK|3=g(`Y;7$q
z*$j7Lr<FdVAZ;%|x|}}^&WkjkL1n!4#t!w;D>5S-UrOOMOdHay6H`M-BM>dRLkjWV
zu>wX|R}&Yoy41M3eCn22Fxd?6co?VV<Nha)`|on8Qfv0b_Wi=y+~bjaU!&?h^1XHa
z4o#%VZB7?vx(Olww$rw`nbp;z!Fzbk0U}hBSI<c|DXZj>>%~Q8pj1#F?Jo<;!f<h3
zprSqYXrofhs=n1>&CT`S$};WVJ|luY`%SK8=3Ak~gI+2Vf-*OQet1~QJxBi9JI))q
zCO}J7H&o)+yo7)Ys|QWujVIVGG^rh(2}u*Qo16QW-AovR!YkRXYxZRUt%r-e#b7;g
zUyv+Vd3;RHfX~2mlHZ@ccKK%#8e|9*xC&(qyD@RR`zgt4Bv}xGJmi#UCcCfm>AoH*
zDY5z|8G(jVLt27baDd4JLkmsi0hPr$(De_<?G3OqiL@Euy!-G*g~*1;VBm#{CXxwC
zoQB#hT}LGKz(l_!(Mf{}n<4#%p8TYb#VvLPL_U$e0UGI-&ToLxLfu5zf-kDU57cVp
zDb<nG-ylpJi`wdo0hkstl)({<I}F$oF&#plxO9YT+`wvZ&xiuO$0Eh={}vfmksn3u
zzPDkWwLv4?_#53Jpdid^!1gy2J^d%@jvNs9)NX0f3Thevg<?;W9M>Tel|`hte$)Gf
z%7WKp{!Pt^qHGi$gZlB&pAJlc=k1RodRuvucbr2HBmdn0zkX3+kCq4l<cn+1WpgHV
zyB>Y1gl^{j|2J)G33vkCD9$x$&uF;AY(kh-W(k<ZnEX|QayUZn7|jU>K$-tR1&!}r
zKKvmvJo?z~wB^HEgYH`o%ZAzx-ydYFJ&8HKjqZQjLuSW+|2`jKXABBzZ1wxg&Zfx5
zrpV5&_<o<u%AMNEO0Q#H^m@K3)Jjx2Z^UZkbi}uD*Zpay&&f~I??;Ry+4&NZ5|X#Y
z$v|E@Z}W&I!^FX8uUn;ZX&=2ua(^p*^dldR_;BsK3Zky%-AFtZ%VK$yC(-)M>va2h
z{J%!gCkk`*XDuWYk$(0120GJMd|p{PZzprDBj-Vs<|_}5Ep`9B3>q+w!$q02iQL>D
zl0W6H3|h`q`T~c7AB&%AHi$iOS-d&TVCMd7THfP{1?q&I22qSv*tB!1j^?zbkVng0
zADLa3mZiaC9gI{B%<qyI!ja6siJ2zoD}Se*6W90HnO@tO&Vy9m^1%KHQ^u6>GN9Yw
z4N?EtNXHG(mtF1b-wHv%SR;N6V_IyE9q59ws;8-ZmL>Kf!m83URot_u@rM6<$n)=q
z>MfnA9E-Bb2y(IC<7?x+KKB8u5D^TG@I{6pafMd9VJWl(?BmiUgnW**pNtwg@w(ct
z7vn^uBu+6Q*+kPl%IN<>W8q2$YGf7PHp#?@GtfXs&tfdx7;qNY!VuyxwsXuP#4NOM
z9bs_J$u+&gY$a`_;Dw}rvhz1UV0GW+JZ8PTeZBncLwsfQ5F@BxW#S++HjF=ekumWg
zp6s0G%Cv2sB~<@uWo>hFqv;%<;jtf#`dE+pcoariMMbHyiwG@b`D2*0b4I;?n%Kt1
z6m&=GtE4!-$Yb$QvI}7N<loA5zL`vMH-hR%`D0X3x!F*KlaT0(p&!+HVV3VwG5~rW
z2TdxRjrJb`zO+Wav$JgPxZx7=Pjs3SFZC$5Gx#*&LvuE%%ku=v;c@9#IuL9!2OZcN
z4|^|0bMaK|CdPT#a5l{AFoSxnJ}HTp??$>oa?#6myqI3-LEksA)SfT<`l+z|4Mais
zq85r7gpwhy`l+rVkV1-1iN1BGmr3=u=Xe%^`V4$j@MECy!<BS#MQ8Ag0yeo=a>4m3
zB6UrlnyX^Kg&A>}|CbQ1@sT<1ca;;_yFV0Q8eqlSff<=wl5eBm#Y>(;eCO(uU%C;!
zXXTno$|3AOxg*06c8m(;C3s$xaJ<}(od1-rd5Nbx$5gE?LKMehvQVcz(aE`F8b;N@
zcB7+nX0J5*g`Mj~RN}*MIBMx9QlCMWHcrZvY^^Vw6i-jtl@bPiC$oFDl${S=O;xmy
zabO6D1DN&_FtE-&pTQ@NKwN%|MdBbs&g4|woK3j&>lh6e&@%LCWH9wW0crLK(0V%p
z;+#Ygh-dG7RWqJf^Xq<n$6L80U4tA1oB6cCGvLW2qV!CQ!$=ag72uIgzY04GR6<Zj
zeMnFl&if{4CA?HUC8Oj)-<fgN#=+z-seB#kvVAqY)7pGqy#WB>McE#VcIM^IBJxA-
z+$QBX?89t2EMO&h?hRg3-QACFb7X&0AU6)w(+QsyX}0jE6QeBBd_`YBKiaj+70;%7
z-OrK(ppuByLaakXB46te8&%SooJ<_8`Mmkt&^EGto4Hf7TWqV0-(`dT>l@-2e=flQ
zE_H1!nnO(!ld;E^6NW}y0wU>e%)Ji;*XZ#a!?#rh%Y(j`XYd3+=j`O`q=jnwxqlL_
zh{eTBuq`8Kf0i$Isr1@^r8q9hg3#@6lV5icep8(ZG45N*`CTUbkv1;=&g+!e8}=hh
zfe5EYXe&fT71G3ii9$&X#vEN}Z5$`29$oNmpj4U4XrR)B0xjflxKf$Djc*@OWk&2f
zG-g#y=$53A{gG?GV^vOWyL;ei^q)IuL@eN3S&o*lyZ%P>nuwHGyVsDsn~V!Obgn>0
z(L1sOvhxV+0>W+{!*+H7Q>#TJYiY&bo@@X5u2*WF`>?tti_@%1*d4<;Na6J(LTIoc
zDd8V?6d=Ag-`DKzdlG8?`Kr<#VpZorJU!|ONTaeZ)Ki`a|CZsTdk0djBWkkIB3dUE
zXW$x+HiY}_MbDxpV-6X+R4S8}EZNxhB`7pYZW4vs;g~@{K~(7%RU#iOHc4d|=w-*n
zSTOoMC@>!A6X}oo+S?L{j8qMGS*(FP4kQXiUUyC28tJ<d4@cCb4v8t=yI#D@xf>xH
zfe3C(4-PgUxgtJVyjr^3^xvt8fjM=J4I+|KVLM!LNV(mJ%x9R_5Q<V_4k{N$3y!7Z
zCf=BEa1&HYx`2|d1C*;iAn(k@zpc<!qa4KRuM;y0*EhXYZR5jXva7aEzWb__KKJ<a
z!Gxl`UgPqy8=9hrBR1Gm7kSu4y4s@w$wJ(_#0<mqzW63d%uFlv)o9Kt7?(YrAPv>S
z!X%R12WbCoGW^@*_}428*W>US@lRG<dD>Osuk;g#0Ek03l^(SP-+YwThEG#IRw=;+
z8$=QxqIAhQ;SX@bddaRd(BTH~C-hVh|F42y*SQ4ZBSc(S!4eVQS&W{XLgG7z4C!Av
z05U`Fecl5veJ?*<FTaPrw+I?(74~Tq2e7!<Tg%XE&cA)PeoeBH$13KlQgXhD)XLD-
zJla<w0){KiUlF~T)0&3fc2Az!Y5SwOxz!l5#@61BtsLCjqN}cr->pkxZu0FU{A}+y
zvK5qEMr4q6kcW6Q=kbxJEwX^lqr2lZ&Pk3`#t>o`5kPOt#dF>M#V+Av+0vto4gFQV
zJ+t^%;hW)q(ecam8>2%4`sV_$hnrvXo9GjBDh^1J^l^7}0bK+UwfA}$Cche3<Ye9y
zzq)`VUv}L1MRFX@njCYVcDk5=S0H>+N^X<dExa82FXr1oKp9&tHnhIl`t7B_(egTg
zRWIP!Kru)!NKl3Gwu)!#mo>gs*mi4okhaHy7!`d6e!`Uy=LeD1L}*u6z15jAzWeWU
z7Rh5u4aA2}oj)f4ZUv9@OOHuE7r7VaA3R27y%zI*)~yf9>!_W)6Stvy+W{%Ehgq^u
ze%5fN?D|lLC`b`{hA*tm8VUJ{ZwYv}GeQVp5k4na&f&aV4qBJKoeg!FKOK4z=T=<F
z?hwvw+f!0z3vzaS=f<daUsJL+i8RXXlX-_s!5q`x0vl_fghZRP#G#$t>Ur<rI)HQ9
z9P8i2_Tx7Dd#8UL0710z#PRWyrPPMPCDTlL;TUZ*ZLKM-0g3aqt<_atx`JPIvvo%b
z6h}c6uP!O-E-8#JUuCT-)JiJj>?}^aRhz5S6N5I=EWb|kJl)I~{tiEAE3wy`Q=S@^
zp|}dIaMIGuW@vcOD5ZZRr}P~QudN4sB5`smX>uyzw|O$qRSce7p_;szD4l*!<K&sf
zWJ$P+;V7bdDH$siBe>|xZ~i9pBr}6Q{x#6qd5FhXwJAQ*tCCXCPJ1KrZJ1VNM3XzY
zt|YncdG<X$zBJ++8kxc(#_!TN_4M}dMOJZE?$R7n3lu@(y0aqt%ly0Ar)O%MLhqS8
zH{cc%FUqBj!=j7))y^Ij0fmtC?`+;P1{1_N&xF*A1kuI*U8!yG%(1f9HT=iS2R+5-
zG!mwf^?j2A%5JgxPI~uT?(4jG_|QXtG~?O&;LF37qr79xLqn4yLD4NC0d{^7Rxq8R
z;hk;>V;7>jJg=-gTN7uxLXS60fkkaj@o#<`-US<^X3byl-(`9`jYEFn<W);a;e9ar
zW|huogW>y;&T2s4(>qbMpZVCG|8)0ys|6dGdIvw!d|-&X;wwxIF!A>i6OvPul*4-&
z_&eBGl!iH#S`XUi7f_1f>aU0uOPT`tTK#$M1o6rT@izPOv<7}`x-21njXj1KrtIF#
z`p25F!T6cl)IO3PydXrLD14(6Mxz;^DJ-_F)^~*)%8J25ZcN_5`a9luMc&(&Me_jK
zYeBIN`p!VCGPo*Kx!fF`>7`5uSG-f2?->5)UPZG0qVe|tZwbI{HpWI+6vk4DD*_t2
z*pHjU1R{6h|9Yh-Y}HQ5QebYexd9~T+sq&}*{(dmtZYi@BxR;5e}@qqC{Yj*uG9TQ
z$w1G3Z9=xI57EGA`4fsND7m=gJzxBn9VFbZv$LyF>2dk!>8r-JRsa5OvV|q82bBfk
zHqc&D_7HMS_(w|7_cCooj?X@LyaZS@TaRWX8TYK3R(t8-^Gv@{ci3#OPY3voRGXG7
zggXj&{SCxb^ED58{YIoz)RDCs8i#vPjJ@JuF6j@-vf3s_KOY(YUHF+`+xsX5_V?-c
zr|%1pnZ4|FBHdmn8+bcW+u@%2e_hv}cbNck)&?1AI%#+Qbg~rK2$c91*_TcS2cusu
z1XvL6f-b~tLRBZD%x&ZuVbQ8hmmkB!uvq;Q$_Ga`bRZy_mttZ7Pl5wRXEm2B0KnrC
z0}P_WW1A4hEc6kX>0JEE1{^5z1RLDVG6H%?tRA(Cnm0&+rKptk0O%H)F)cN6s0Cv^
zF)Br48Hz?se1)9u?vY#rCD%X<7N4@Xm$%s8O)YH*cL9Sa9}qo2W`otmcTi7?*dvC-
z)L)Iq(=g;Q>U|p^r)7Kh(1s-GnN5p|Rj7eH3eH)8thas2G)&qRhphRCpjFk*(?AmC
z!g;B1nV83_eaX2@dJo8<8P;<B^F9e*2;$*fL>#{wy|jQm3mFB<L0%fP6p_ZrkL0){
zU1V}FMoZo3l^CX?3VSK`dcGiQ`sG9h_lJpMY7(fX;f?EYGqWjbau#jY9KLsVan_;b
z*|-02=k_wBI_U_j1$EaNH4|5NZ*G47bf1a7<FTbbEZ2tS5st;1I1XuGBY^|pZ*{7R
z`aRq`R7MBhAKmok8_G<CPXx^`f~E@mm{_KnI0DHgNmOG$eS7=rS2e>1EQRNBhgEKf
zv}}9w?uz|vPgdHWMq=`!idV#mH?nGA9^v4X@vP<ri9f$(1iHh0jy&T%!9t6OXSI)-
z*<kfDV+3!f%|7fHLl)Js`-9u$p!e)YV-Jb2PcTP>cV<l|ebwXO*Y6VEOnR98?s)o$
z;QM@KcJgDV)hzx;e>^~Q;breV-9z|UU)2yU2Bsikg!NsO;FD7^>#(c0e%6FFrNcdh
zfHi^St;f9DB>(_czXrymq%eb9@C3B~nY4KH{zAvqN=~B<>zHTPOYG&;;J;#GcH*xn
zU_M3@LA|mfREQD_+ODr=WfxYI7dm6uL7sj2Wp?%ig$!3WkFdJtb9eidA45YGeNlh^
zJYw5@7%a=gY{klA$-!p9viSr|F)osm@ip1Eo-)oL#<2Qx#ddjliW*q0i@dYqomdRM
zuvF{OQ-B%G_bkvq_zv$!o7XyCpFWpqni<Xat&pHLEBgeHE+)jZ;^SQJ=o&zRS#Hmr
zUA6y#=Np_i)reH!1Y}<7eTSB3N8*wE^!~iMLmYVZoHzG*#cdm3i-`!sOSl=ewMx$Y
z7aALn>RMj&8oS!B2<7&q;~=@C5-rc{UiMLnFgdzgSWH{CIEAgWu#VuHTJM4(y#2ka
zr60}c7^KXPo<F22Pdb$VYB%ojwJ^4>>HdAa=6?S2ZSbd?^R(~2OD6IOxV(oqBsG40
z7#_Qs@_-~L#b@N!`==DKlv}w2TFVG0$D}YOcXwuY+V0}p6Jt^aVw)9}#)lQFYl@G&
z?ho9=Ar9XGl&{qrbw>a>=?C+l#I0mffi0i=pQPgiCU1NT&Mc425PW=pd4MMzAruE5
z@P}cT_{GXnu<1#UU<Z1*uxt(X+&u-kySLcz1rAJuN0<rtn6g0`e!1$FZ~PsWmK&?U
zWE>tg%>1A0xapGn8QOjDFZ~uW%MA3MWmDxtvxr=~#zsIr1C-SQ39|Jd`sumL(6?Qh
zKS@Q6!hUV(>KoYRWn6H5K-}ewaG${$x0CX~zkKbZ6^>*`#57z_gRW8OD$`5cX}^>(
zu(Ebf-{fngyZ;9R)5!U+H#9##YVt{eA-Tq4ZNp^e#t-u9UeVQP!ICZX_0v><8`(kJ
zS^orUGLv5;zjjQGf<I_VNz~d~F6{Jc_Lj7L&v&v5#^bRmqUT-rCEwpHl?T3Bf{z}{
zzip;}x#9(86lp4p_054hajXweFLFpYm6s86U~~i`l$cO}Le%3)Vq}A-!_@F3e>nL|
z;&4zDk`R%ddhqDp<!CM-v~+EAb-@~|7n)wJWL}B5LjKJrHNIeb;r8Bb*K&sl*mrs!
zdwU;h<>m%k=7#)zidVF}3Q<B|g>-|0HAt@1@gWgyiotWafA?qZ%ysz8ZkJE?Q813Y
zS8{c6ad5KnzL07mB2uY&nId+gpBqly4IO|F9Mz9JVtaC11&+t`fu0=ez5g|(kX+Z$
zAI&)YKr~Of)%(x#yAyiWm>fT)9ZQn;?faKtzNot!{k$0;72O9#;BT=R_;-d*Q;#((
z*q0rRzI}agSZiF%=eqEg26Rwc>7{Mb`O7FmIjWNPI==rkBh}iI#I+|60mn#~e;gO(
zy&HhFL*C`<EHh|)C`@!Y9SZtDiJ@o0*KqQy4H7T_eOF~w<nTslR`qap^;pSm$HFvE
zs3j?b-KW<U(4EgBgG6d-T2Nn)VPUniWNkI}eutZN8qn|gHw?)PzpA;BEJE}S4Zs^D
z+%OAJX!tqt>=zP>(`THAs9e}+B-Y%-oqWl3vG}QakIF>*PT2xI#VI#B<UWa@cp0fi
zv?o$?Md(pahe=J$U@Xw5SCF*MwZdf+y0{4OF(%sxn|`~T=juf{>0Di?5x5z!=uzyl
zn(n;j(Qvrb3iM$#u<6zyQfxfE$q!&Z@JgZ&@qe|h^+>{W4bIy-mLIWuR8|FlDRnC)
z$7>vTJ~y<!`=z$_!ASK^`KK)gsc%o@>2?n}oI7h>A8_VJFBLv%{yEt?{vmLDl3*l(
ztMzm8u<;Iaatm{!OY7Mst`CJN8khfG8(PylN7vuv65j4}qM?$K5pvxYSLYNIE+73?
z@nDo+@4--f@@Ny{Jre`N%06OmX=xu|581EyAN8|WRQ!G`YNb&)%zQ+_+wX`(BPqy3
zIhYC9K7!o&TD4yJIpoDJ;%~seI3lkqDK9B${#*LyuPzw%j3^-ZRNNe_b^=t|&{<FJ
zNyoP?cPaOl#NUxqQj+JZCmq6E40`|ug*}jWz;fa-F9>&Z*TXRT0BIsvD(N#byRvde
zu=nM`mvzERJPEt}4>cQ-U+*|QL>7Ut0-S)^9j0#b-N;`?FtHc%Y9+npWn*Plk#WEF
z2tAnYVQ(K)`VDM{;(nDiE*e1E(*w0%T|~}1TYm5UySkw`*%R?uX(m7Fg_OrYs?tHv
zhq#N!r)rZmHxWm$ISIlsUp_KlUm5Y$@ah*J1-yer_%2$tAL;^Vm&|qLX8K(|?V~Q-
zTrobs^-3inY)r|k4G*MZ#Hfp-5H&AjC4xhr4m`ccuE`<1z(<fhU2KZ#1bWntJh`<~
z$cSJAR^5DXsI)dpNkM|V6!xTn?*P`%Vf0FWixlzaM+(Qs%aH3EJ>$uIzsT1q1kG^h
zk3TA({H*$GHTiF8Nj5!wztnO5#|S_RcX8+V!RT^r>*nC+?-Jx0T;Z`Aus<fbhB1zE
z(MYOee%(;DH>t;b05ee#(r7Gx7nU-}AYW4RTyKS7$&Y;JB;Rjf++$N`W5Ca3v&H!P
zOnT}>W|E(^oDS5{)=^tgRaBSBS0Vb=6cx+=#;o9ZttPta+o6$wWjsCo(>K9)5NjpU
zn|ya~m|L5^Ky+4B7k#b%tYvESL3mLp-(=`$=-HpX<pjQ>dP@<40mn`K>zEXS-01{A
zpJqqc^-|01oA^`4kw^Iw?G7&fe|i_Wbk<bqSV5s<Djv@~=Lg5SV}X@MEb$_wxQ<R8
zIYNv=UZd=sZ34$J$G34YFpbp+<?mkL?p!!DU6PGJL;>Cwch5pP7W988P{a9881#PR
zk9}2ubQ>OtK-chqm%G_9uu=wJUIyQO245`(zXZ`~L*ZQk#(frm%igi-6wK^(yBSRs
zX(Jp-{{^n8X7Nb?Fs8r-2Z6ZM83^QcUb<k4CkYZ#WoP2VsCy!NUzAZ#Hpf}r)mgMv
zotcGGpkB4%rkF}KA22l8BY?C`mrCAguR1^qaH4_2F9Ac-o<x-@QqlgeLFZ-^5y}Aa
z?^!4|QUZsH*A`w*NCzO16NMtss^^?FT~zj)mSx-^EXfK&yltfW1u^4N(zzeUjfAj!
z0HpTE0nF;Y@_Y^ACSg%ya@a{9FxgQ5fGNX;5x<n-dO%YTO2&wktfC!vj*n=W2XVz}
zz|pHf^4Eau^*Pdl7*uGcYJ=!E6fZ^ReWPI}<trUC^WpXne6{3z>kvgDPPzAa2ZD_d
zs)xDYx`?q6uM}?~mc=E0%nLAlbdknt)W5$)`n-5McvvL`s{UPF{8}wu6`zRj0bWxb
zM!uF3hFnKQ=_MN<Ne9VxslYG262dU3$;d=fMG#>zcHVS&yeHdn4EX@8CJN0B_SN@&
zrRz&VSWMg5&fVG0SOtLr-|;iPUIBW1MBRWrW3`)KKARXpk+9fZfK9^=9u6{v*0Z3T
z61sX<BQs+oe`6z)7Qy#b(ZjN8Be)o=R!9O64r*c>_n?_~<oJA>+JqT*0zX<$Gz{&h
z492KnK#|w+gwJ@A1crBmH=GL!w3ZxKrw4I-9!1fJYiW|@rrq)Iu+5)d_UBVau%-=t
zBz#~Aa;Rc(zjpyIsLXMo0-^`9k4{~3Rw$H6I9w{Wn-fF~UA;Gb3RvVdko8oI1LjE>
z7#p;(Ic%3?oIC<?{r4O)%JI}B6j)SlJ|BIZbSHF^GI+H=^yN)N@QRD%OII1s&%YY0
zrMx~XZgh7pKXSb}vB~m>CAY*sLnZCI^`i6(D7OOb<ZQ>c&K%1N+t8~~q0#Hw!yUw1
z+3U8Zi>u=~4{g5rPh@8bYdMw6Yo(cg<h%SI{_vCzt7)n2%v`V@K)@#`rGF>aOC>eN
zm2&UCdRlw;LvVwB^LX_P(@vQDbSGeOR~~DenQEP@uq-*|(E9XP@xg+f2O+II?30I0
zbC{Elr_&3kXZHTbe>QPPU*Z_k(`VCHX48vj(>0#lyviwN+D@x3e-^K_e7<+e%*^pv
zO29qa&C%I4+wG>_S8~3)KL#~*(|Hqbc1OqYcKK`kEh}(n%CzcJrLXQRZ%a1%ZT|GP
zwXsaN$=g%&x5r2Eru28)pGPV6)yOMu4S#>Twtm0v6;JjbcINEeE#?=_Ta}-ji!w|M
zU+U-@>FC<s&MYd)_`N!DnsJ;o;eB7HMNXhniL+tXuy&J^C5m=2z$qzUg6?5C#0KVL
zD>2z+_=fmw=&D;MSUtX7gS;J0(Wa52o<F9ZFP@22U%+y`2=1m3@HRz>eSjZmsK@hj
z-tFLwvbcz0fJD9lN52Kfyp2-dx%r6MD<45`e3ShNBdb_!&;(BW%N<T;D`*?JmsTkq
zM$1>vQP17aN_mr-=L?*Ngy(t0hc%7oZJZ_!85uD8x74eQC+n-lSamI|2FqehCaz>1
z(yIaorKX4u4W_Tr3mxjf1KbTAeNo3=RzW%ruhd<xBETs=&zHudY*WuU&t69K)J1gP
zj_BrqL^*(?9dI$vaHJnE$vy<BmG0)h{&ZC}kKv%rRitH8a*7K_k0IgQXe{;M5*+9w
zvJ6+n#VFmN6r)VyCnKd{Fs0>qO3OiVOY_kLiPZxT!B*#~i^D5lHEr7fS(qeRf+5;a
z{J<^8TWwl~$BBc4U|{yg*nsQ%H;<l@_TKsnxjp9vF-<~L*u7Iu0#P1H18IY@(F9Lg
zIW5I33S($3@#wLru8Z6FxVKpB!zF&Go`X+9Sop(k)&*khLk!;!#w?Ur--7u=H8Adj
z7w`$g7M@uHex=w5p4oAUx!*Ey@>n4=0JS?Wt>QtF#SD$)$k>Ty^jQi6te~Ql84;{D
z-%UeS{zW^;8an&+ch4^ut@Ks6n^zl?_KOUwH;~Y?eT%NLE0pr{35pyK7%{|1k*4UC
zpnqV`Mk%R>s9@idU-Ks=3g|y53(cKB=I)FzuPUo%rISf+Y_Q|@vLffcFTXIZe9I-<
z$%U<|nzd|M=(~<W{%YfMWp{2c$dvAkLLwIN;LS}bU;Sw!PT&9;i*2)h4S_=u!P*a1
zX~@)*ZZB|eHv>T!KLdHtA~3;nqYF~#xPCB#B5QID0H_a>ts|W#C9vH@6xr*1K}-0F
z5a2@xutMN;1FN%QVcIm%e)R(OTXOO5ZZF2mvFw>G@?_zGUs{ed@+$$vc<_8*j<Bdj
z2L^t76%qytRx;{C;Lb#jruY~!hC@Ju3L@8{XxmWlZm_kREQFhMhD#-(ZJ?TDobbYI
zDEV!WMpFTe#?zQ37(t7Oi6fB|ly7uc$*uw92Y|CT0<ptpx5HMHs^C|=FW+shPY!jw
z5Tv#O75ZSl*>D=XUP4*P2zC=eQ}<ThqRJV`&G6W!&GkX5LWX2@1NgXvDzZGy$QA`(
zqra!4BQdUOYAkCa#`MDJos(Oh8~7YU+BtuhsV*;l$%FWM?-(RVq(@ZT-8Co73GY=g
zK%)H>Bwqmlp|&ohCcOP0`T6bs2KqyuL7?Y>KPdB2W?&G8&)_1^96R9ZkKMuz#(#=?
z|3@G;;WV}@=TA=lpZuKpoV>aBxzo(de^}W3XQmqGD=bX~%`=83=dC_}UY@5r>>JSw
zzK)Ac(QzbF@wVq~cf32<I==vUY=2Xc%n;u5q`26H9F*HnH=zYJ<FziFx$)1yVt9lj
zJjw!~7#zEMo&Q}Py6kH>)BU#)j<#69i+ICF8#`x1&tu;I-S;~S^FP@hn5rfuuo;8~
zzrwDt3R@Gx+d{5-%pm}9aDBkfV?02uJH})F3bz}yItnEF|Emq#2Vy_hF@F2k$0x1(
zljj$g)y=`AlRaminnWr76h|bafe@ehw(}m=8aQJ0Y?|2*_d_<U|M036(LrW;5WPxU
zeHzx-dYQAk>tWsIPuSTqXZ`14W^N@WvL`aUKm5b}M|fy%u(Cvp#6;)Zlw|eJyS+?3
zoms8f$7D}fE+eVRd5M2cO^hu}$c;fqwN?sL$E=@xT%O`z3gfTX6kPM^CWL30dPjs|
zH0g6IKGBDNAf{A>f)``HCVlcfkczxP`|Yy{`7>8N*5jPP-nyr?q|1mvvx~qfGLwIT
zJj#6Wx4%8peP!+Q=J<YS$V(%`-gXnQ(R-~5S;_m96ur#3<`V7Xhr|+O1e@T#iHV`P
zotg7jzcU&4REdEBWo3tMeV-K(Aa+Zj5KJDc!;b_Hoqqi?GIA%_|Kc*Ain4==ZAP7p
ztnmVpcUGQvim@uP;NdC?x?g2swkY|#b$+%Hb@=w0c&GEv6oKvuosy6ZAJc6KzD&Kw
zc)r=01D%1pmG+)$M3GKzEOb)GQ=U-GsLv%PmKJkn1{0?xWg?w5BGp7bOd^k(;c8HT
zXOs5JmDX5I87lxdkTOi-M5nTv(#o>BJv|d@WR^T+Lt&Ro*8X@8>I3`SbfI(^&rP%|
zrD%C$0Xqq_7cvJrfC)<!l=HJNpbg>ALT!k(X#g7&#8!$FqE0kzuX-0eM^TnvQ2wh&
zl+rA+Pz~u`0F5w&o4JriW`@a?Aglf!-fbtvL8xXiTkK^^pfsRHE+J~M0J_X2hwJLk
zleU&CItO8ULQ-I&91=4%uhg{9A+<{30W~P;Zqe1Gkg~sj#UTTp!>yb+K+=W*lNE^O
z-%{KOli%58l_*V85?E!fWeGJyL6Pe#`Q^4u6PUfr`ET7vy?6g|k+`MR8}<yh%3sRa
zmIcx3j<_Xz@t+Kir+P8yeX2ZAVPlS(pnP-<0xv`H1q0aVVr<0q4I(m2DQpj;b>77!
z<Hru%@-ZWDg<UdjZZd7>-TwJYR#HmYmHc`M&qJYG5pV8p6?MK;dX@OZ&tu-V$!GQ;
zGqG5j6Fws2TjjU&cb8ppPd@ODT%dw{pu(NYmZtFA<k(a2DV$*u!NC+Bd45jjAE1s|
zcJK(Bnwgmy+AjaF7FFjsnw6Ec{f{+QJ}N?$M4m5pz~(L!UqT!((`l3eenTanV?Ap*
zs>%LOM<4a`r;0mRDKs<^kk)b@p(oo>IgOQjauy0Lv(2PU7h31hypeYu2Y54h9HF&G
zeSK@~_;(U&E9f$x%Hoyg2erQh{{Exe_w(J+z1zC`LxHPHPj~lgO(5$j5f+xHh=l>-
z6)xth%TGG*F|5)f<V=MXoS=G_$@6wW8R!{EJp%-$W&zugDls~B5Um17!Vi^aqX)Gc
zg0&k$wO^uIx2J(BW((+cUzrdH`lXPVbNc;FkXkzv6h+0uN*NkHi3*P)6TMsCy$Y)*
z@x7Ue%JA1|0|V@L2Vgrpu}V@FQNH_on?1w2J`AI>BYBO2Lm$fFY#Dih{|FpUbRHqI
z8nDTWTOwMAL}4pIc#R`g9AYs(9Em=FDX>pMQ(?RQnkBC(VfnorO^KEG7bS_ElV;~^
zA&3`k8<lM$hJ7+Wjm~RH4<Uf`@eqHd1!VToLn3N@M}Zu;m=pPVyNBm)K3m|<XJxfb
zZ_R}_-V6!)(<)nA-b#ULF7tk}D05;wiPO{&!9D#e!?Tm+ky;fipWpC3|9ghmYWa)j
zgs<exs$Wg6MuRS8--PJDDNoFspXA`V<`VW5Sbz4^n4K1z8A6qK`0laS-RHXZ;}-7|
zt0=TeiHPiv7bk3PM%Iimg>{PS!@?Z-^n(;OW`CbfeRj8Qaq`*w{2}|>BaIMaZ`;kE
z9+Y@wnKr9_Zh_%fu}4na2b()DsR1IuGQ!&?v_KrU^u3c@CD@3#YlsF*p%bCxc?c0E
z2+k5s_I$y!9inDqa1a@OeX&PJps?|w1C-5a&MM!&nvzpRAIai|t)V>;(}Bv*OYAv~
zRe4cCF5WL;<h}@P@pTH@evU!1>n}&5xxcCK=(Bhnq>>TMD&g3ubm$Nw#~X@wW;@qC
z^YDFhLDRh9=@tNDpb0D}z72s>58xmz_pl_Zuued!=qB6w)pynKQ&i=;CIpuqS-!SX
zMpzw(DXghb5DM<>B-F@{n2hb05d_bH>z_!)^E{0|)_y%E-8xsb={o+`3<G5q#mbQ`
zyX?1(?l(@Js(oGrk|F8262wA^yL##u@9h?^!g!YolE1I-{!qN<ZJDg~YIo^+o7H8{
zI7r3fj{3u<Wi^Q-#`RatdD@K~ITO?DYm8~}9ksKzI*rrUDH&gIbJ?E{KODY0xyamj
z@$>y&o;gVb#J(7);am7I+?JDl<wEvRc%8a*gSyngI(c*_S#O{E;ofm_hXIv`AS6$~
zM87p?s+F#ytYvct9rd!=n0#`Z_8WqUfZU4YAjkJu20?1h1#FH)M2fjMZ~qizbDk;<
zXli#ZtMn=`9h)+$ru|+1&NTzW`OYPfrJTM-W5UdL%Ea6BKzys<iR5@eV=1*v-?cok
zCOQHa)1oDgsooc>-W94eq&GWbz|x<uz5m0rJdFNr0)(SIv4<-+yHx13G@r*rF0OKp
zSVYhMxtMR+3+($jvMh{)2pRY2@?K>2^S>#^RA}KNzAOdYy7jtn{0>P9ELxZnB`&V)
zXk%w<1He>zjTVlJlyNc1=tR2mt2IryIn{$|mgTTlMyeLsxy@udsQ)%6M0h|Ry;bL$
zKjc%aA=b-DY8yzFKIop4S67(ZDBYmChvWsM4-vOSVK=JDW_y3)FOv23A1&K-n^$eX
z3?L*BsL|t1K#R9;yZF9oM#{lK!r<?Zgw9@>?J-QXiOyr2f$@AfjERcIYu5~uTIL*v
z#Zzvb4XAWtI6af5-l+nQES#IRZT5`O>RJlm?e13FQ(?b2G*Te4g&M$vxT_+I8laIm
zQzQ>#g9~cbDU6hYr-KVKRSM`LaFFdz<h9yOb#~xgnnoz>IHjhHq@y7hVshs_8$dP&
z3j@}B?Kha@H;Sqf4W_Kv>|ir_@wbHJJ_K_opvP+96Jf;eOA%$xF)>*jI4?^k{Ng5>
z*_H*|O;t^uMB#w4@r%0D1cb+Jkq5GB*a$`-d0yNte!~X=QG!@dFUp4>V5sb@*4KSP
zVz-><D5bTO#c^E%BY9mgmqTJcXZAf~w*6VotjKQC4@I#Qw29=D5Lv<Qrg(Z$_b=4K
zHL7xj)ICrCg~j?s_|06V=8WF*%hx|g1gE!!q!)%`3jyp<Kj4G0=^7;EAszR&k|al;
zScf|-;UMAspB*D-L?;d*RfKnVSg*QVbDzSplQAaO6B7CUm9MV1k8V*DuQLvUgnz3_
z`c_5#Z6xWN-iUx+mGj6R^GKe7>azgcIu5)FiKL5+WQ@^1;F55atKyaKxDIVYZrlE9
zj}a+6c+qvROAO=bfVIx8(2pGGTtWo@O<(^zyR6ovC3x~`KBq0YeQdmaDR>;b`q40G
z^{y6aX?V(39XYq~B%Z{e#o8g%W}T~+0U!BcsoLt~<{`xL#M~qF83YCuy%y<FByus2
zcsyQUD2xBW$czt{7nCL~{P){OF+T|Eo11+LO^vfvZ1quz#b-<%z<G&3c5UpPGrn+4
zd)>40z(;V=B}p5W@PSc^S`+Cs408kclxHh&YPBhs0#cE7Y-1%`mt^SqhFVC0a;Ww7
zHUpa$o8x|-v9eRw<~RUUWl!G<@M9qk#k$D8WMpZ9QnI^J?i~*23W){&o+F1hX?`VB
z+)nt;K2-U*%soVOXYS3X`SSiyC7H9B<~ImNvoOoYmtO8$$-n9}m5-@*e7?!fDrB<0
zD?OL)0bnBN?maYGw4|n>qN%2}-oh{`J>bn%I2Q{`e`NR8>FFJTlC!6BB%S33pN9;a
zMXkG^^^b^V<=Xo6tCHxAJn+5u(Zc?uzU0;88R=X9^8RIv`h8<;p^N{kr2BF$t;p~0
zr^luzl@;RkQaCry%{yB0WcP8{`syH4fhXJBS#Q7UHQHZ$tXS09lza*;`4ZYx=-yNq
z8p*YITM(WwF_jDjTQI+XCrnNy|DH^on4mO0fC&1RAHIC<99L9w&&p`}spXid(b&U)
zpQgDBrWsR@QbfLwrma3}a8!1GsPA$AzK5RP3mqM2oqI0+8T|fPz#_&3L8ws{?YLG8
zW~XJ1p;xmEw#WCB;=oHinufu4x^u<r)40-2Tyz=aB=w6A&A9Z^S%pS1jx&`Wh2c=w
z4OS;tBFS$$Uu!ydXufc0#yQw+tq&~cuQ8;oF=VajeOp(50=Hbt-&%hgNAD*Z`e-k<
zT0SrIkJUBqP2L7;);^;N9B#x!XT(Np#=>I7!O;~TTb|Hj&CdQLVuKB_faNa~khq_f
zE39+BOX$VuaN7E+@7mh;BZ|O0IzfupffTPzEJg#kVoo_lD7fNJwFQcB+$L@qnn)>S
zOyEmnBdvcc_>s1>yg9qO?uLH8YK{&aa!Rct0>uK#%zA}GgVR52%0R;dF!H_>FNV?&
zlDc6nDycAMWfcGIf>c*DA{YR~z4T7@^Gxpi$FLuc@djf?<Ka+QYYU`7O6nSWY;A&N
zK89@*nMK1jAS*Woqto0>$JC$;JU5Z#=v(CKKtoT_>pk1ru;75;mk$qD`iJpf@wATw
zI%BL=knkkw#)s0-0RZk_zJ2k%A~61Y>tQ_iqw^P^vLD_Mkp2P-NFDFvJj0&Rw6kUp
z6EH(!Qr8f{O3d-O>N27x0x<}o)Nlo{gN;?i!QIKhG;E-yz4tr)!f+M>3B9d2DLCZ)
zN|Twj31<!Ny!#ZxLn=fZix4fv74cG9GZwPELW8(~fyz}@5r`LkZE^zmnmLb<RUnky
zb5&?$5{EF5?nXv66*&g~z#Nl3-nAf&CNZ_KJnBt>zaFeSsGR0t5+7b=@&SQp_P3)m
z6Sdu$3O;fd*?eaeVd`K;5kKPWYCh{GFDiPyvLa}d_OEsfZHWBzIs7-{3}M_%imv`4
z;3l{KGlLHJRh&r01{yau6I_AEmXwq?HPr%1%(0qWn{D@So^Twb3flAEn|}VUnaQKJ
zRiBphS7P&FJVpwQK&Mhx7f4N5`GZSTiI@79lP-XSfQ{lH^^NaT?QdbD8k#1y+|9^A
znQ)%pUr1-YUfg5C-&hSRAg7e(B+^seMa!X80h7J}vOWpAJGA89tAey7kQM-0Q0j<#
z=1F15BNFymZMi|q8d58$hdMyLiFjv_MGE4Aj*xbF!#5F}q+o3|U`G3GTLm5A_69Eq
z9w^;hkWo_umwGY87NiXDcM~B|5yPbaHv6DR#$J2*9URfh*9jGMYn@L4ku8r4yfAO?
z2RA18aebO0DWE>ZaO`oN?N4j};qo<Xf=)9j82rnXj5ls0S$^;&w=f#R2QjGP+Y=`h
z?j84E8pN&GEN88(Eh-7NjKX6xCZa#@{N^M5`ST^E)tTuO<?p4lfLo=bNwNmKEIIvA
z1%GGC+(?sBIr<*wZ~v(wL)kFI`swN}2#bZ()gN;ZtBXs9h)Xxi%CtzLI|Z)vyS6?B
znwu&KwUdX#<0rhw;yCxW^tPlj53BAx!0($^CcsI*+)?U~R%nQj{}}bB{ru0>`5*H-
z$;F#iNy#3`NgYhg0ZBH`-6$1Fp0cq70$h>O-h9cvG&Vm`>m6dt@zx@v%1<W$Ldp|6
zIzDc8hf~;jdfpU_OSPSId2+Li^Q%_$eYn~~=9{g*h&UanH!}wDUB}%y*&iBT=~|0@
z?zjv`PhYsZZk#D7glSrJ;6u;W03XUVYVE95taCQ#{O|RiU$t*oSPda2!aOWE2zxc<
zaecg3fe2SEAS~y2Kn-n{eouZsTfk$ge!5M_adli@=p&gsxX3~8pyIGjZEF67FHU0U
zFx;&@!jqO)E$L@$kGceSr>{3Bre`mAzrSDDaSJ<IKEHGv?Fek~s_F2pA!D;!TBGET
zO-&p}O>$1A=}0X6lK#t+y`yQWInY!RVmU`WIjs3)HtU|$%!Hyza_ZI0{A-tG#86p&
zhLP3yQ>(bV<Gi8mc|jYG8dWJO*@gsE80HVBL=6OYQ=YM<#iHhC^O(SU2=J(zg)-L}
zZz$P*#BT6{5~g^!0AeWcR{nW<QRa2|P!hgvrZ*Ce6>sv|``d8V?)CS4`R;6;qkC4C
zrHl;kH8DMtfhrM7F6fk(4sKp8_juv3$rZ7==B2{Tedk&&^!LhkZQAdP#{ogJPJUC}
z7);#(A-Vkw>vHSIl#gHIY=3{&BA7b-W>;33@XOnGSRRbriRVv)s;}n0l9^`m?3Rns
zll&VL*ge02zk7BSVoKX}nzxsC=W@8+ull6waX$HdIv(N=7kPp6KvDOr>Wz(sVX?OC
zoG?j+Gl#&7wbj+5gE;nR4LFO0M6=|bli+uI=PuNk;qHH1*?%Q085O~RPpL*z2TnRp
zN^VD!06D%TLd5yFlr@LfaIkxq-vX&a|F@6l{aqgRD4t!?zTJSR7tQC}!*lEP!(>SK
zjc=Q6WeHLL5k&glw>}^L@*&kvr@NRuq6d|}hU-~bO;))DM=b4=@k<BW_1ytl)sp4t
zs8OE1120VM3r_9C+J@D1Z#%_7yIBVryU1^=V=*D9npAtv=?%XY*!7d8JNJc%DSAa9
zdSK$wkNH1D=0UH2DbF>CKL&UIIBXG$pF3n>%;vF#%UUuM7JdKDTt!p$Qd|ATaJZi@
z2Gk#Pv53Qhr_EpNE<HS~i@_7G(TS_Xs{c8;-LxK6^{$I)BgvEO8wwBeOb;x?tLrM`
zW)yHs-s#1!!s~QXRG~*2Wfl+CA)f$lM@@`DD!&Ck<xAfVfCl91cM}^i@w596r8#T1
zrSw=Qm<Ba3>zKqYaVM~MHRo3U0-MCedhC*{wjQT;@}i47z!(@v+FYr1H%fAKq!O3&
zU6qSEiL?J!b%Tc-L}KROHB4ECA<C{{v|tal$IyzeFO^Y;$_<Uh-m>8!QrWzkHHQ`>
zH(M8V`I0##<w_m>)fak+@IB6Tb*1YGVKudFzDMug^!Na16sPP(I}&jBpNmq=dM38C
zeUN&d6!NLPc)07&<fBbdx}f{dI;!@r_pFGmlu`2?sJ!_O_q=(d=8E`xPWwd3y;Kys
z6m=91A4l_Kq@*UM2Ksiq0~DUVPEtCh@_k=8Z<u~F&=I4uS$qme85e+;=j4an^%Cyj
zXfW>PMjU!fR$8LNdui^C(A&?IBD*^ta<My+9HLdIm-z}EUCx|_eP7~yod4{SE>>0m
ziRRyrAAgm4G1@ZY*D77zA}yxyBtIg|$ri6+Pk)YJ!KkQS*NhS{N3d030j)vYB`7{N
zSRfcOVNv_HK=*)wAL?y8!GN|3AGNI%bfj8ieEon3_WgsiE{}8k%pz|BeC};c-X(1&
z5qC{m8~n{3B)>soAt|RpqTyg1Qsz@X8VT{X@@!z_ZySp;lPSOh0VIryoAe>J$JcmE
zCY%Zb`{Ai<;u$c5HiBIgT9gNXiz-i}N~r?^#Koi<Mx~_{#^ma!c6`xjn`?-Pjls6H
z-&7|j4z&W@7<bMQ28my0t*C;?HdEVox?rzAZZ0|rMogk8+?8Fm#uU4IVEPl!2km_X
zGWDN)&uhrom5K;6fD^_nI%W$BCWP{)1bkh-=ke<zOy9bhzHu{o^V#%`uo=T>CS&5;
zbr{`-A0uNuJ!2!?TbZ|}(xwx#W-?Re&Kag~_2W!)D*ke<p*QLDCr73aU46Dscz;B<
zxYpG<R<wFlcq|$c##XwP_%v?Ss4B8EhoOxUzI@|bkz380<H(<5VQy8CtDl*Ly%{TM
zc~SDIxw@*OxV-#BeZ8nkHJ4I5Qd#+yprEpx+|ZQl^xq%m!Y^OFr28`?XW4ESvV~r2
z{)NrXb?{-j;EqB4kE8PrXY=i&I1$85j2bl()ZTj)35wR<vqnoPtyP;MW++vA&(^M0
z)T+HpRZHy>yC}74RLJ}M-s|#5#6@yNazFR|J?DJR;VO&L8>n5_%Z=)~*CBsB=u__2
z2T^dciiHJ%{gJN?Ten`-#YNi-9+7Uy5_bogWS~{dF81C%W<P^A4Kj2WJijnKf9FcM
zU#KZl`I+aSZRg6a5x1cl;Qlpar}FHKspY(DMlm8}uy0?<$|w=CLVgr|X(NmSBGdRU
zV@mX>s}=PzruxjJ#lj|10El!&7<jXa#dGD<Z-sf974&r{Q{yk%XMZ(D_UHB*L@9wI
zRs@3lua|#ckIaRuiPpNOHszw8aUd~jxJZUjIWL17PnX#v>x!2G|9mH(H!|qHTcOYB
zx9;<pD?Y#D>P8*o33(k>v^|fv9uLiITlqyarnZ8aq+m<&0@~vTovwCIbRyi#y&^jc
z&r@e#Uth$Y;kOG<@Un+Qp*XxYj>rK@@cpb8YIQ;c0E4gNF94%7Zw2vNqQ}B-4hMV7
zDI?vflo<5;$fZN+@J097&Kk+v8(w?LAw_@lBYeUKmXYTc)YX$eHww_hyqGYU<PB=+
zF=AJY#y>C9-y*<gg`71-Gm*4(d~myN%go(G=2^9rA{)@76uY9M*Oi+)=ydyyN{Efs
zWqs4JJ5AxK`SQ4EclN^|rRGELkb}#S)5hXBUZS^2L9rj(Nh>Z(s#$;v;?r?I{}0?z
z)jb^Tvxey2X8R`pT9<`YqIZp+zx<w=fAz1}R{TNn^Et)O-Ang0?~fBcGWyNcJkkTI
z36*=A$r<g*Wedp~n+9rs4Ich@^MSmEIr8%^N2zz~NB5@M&`({2h-=4({f^K3@6>Wt
zzh^O@ew{I$KyOC1X@0hy=Icz~92thdtGViq6W$P}79^`O;;lcr%hr;Qi_T@|H!HY3
zd-}+8^kRef5ULRl=i5%yD<H)qAp?~s13-zEm|XBN{i{{^5Gg=u1gt+pnM@l!E~Kvm
zCxr=B479+67pO56i`%M%C|tjE4Q}=JC=h;{?1h?S6jN|<h9f;~A@q(w(ikWz98&Rw
zL?y=Y!ywi%$R#P6j;D@K++19PKTpr}P`2G~v)6137{iuy_HvU(l_Quyy?hW_6p$V@
zgi%JxMRJc>YA5g98Xc@Y9-I9sRNH20UzxZGw3ibXdj1rud-~$%{w~$In^{6c{n>{P
z9OR%<ri2K41ehRn?U26+0YPJf#UVTXW%|ugNKa0P*%Ne9OEAX-ioUkG)1GKZwf>j_
z4YYZJdR6lPsDi<MG{&Q=NSYOo;MN4cPqEv8%Uu%XB8T}O=@EJ{g(4CODsP=B!p|I_
zp30u{q$)1L0Fw&=(2ApvpdtIj6OOc_0PGNCD5VWR@kQi}$u9_<A2dV2HO~HJnhoV^
zfh2i0PV@aNMgHNZ;aJjnwz9aQ+`J^!4yubTunIP}BrA&xo>zGiG106b*MHeFLRyZo
z)_Z@}CqAx63TXN?&$j79C@!PICLN$mzlPM+4fuytlENlAU~;IMb+}6x7pnTWDDzkn
zNA$ziGmb%vrWOx)L@{CZ^J)lii3M8BjIVX9&q~Z@?H=aErylO*dvCCuoHxCeIh=3G
zFg8<SPFq{)oBO$Yj284Tqucbh%&eAdtfqAIreTUz-(;)i6(8)=lzJuZ(rW&V2=m0S
zeu!i0WS4Pez8l2hxskVmiThe#yp7;Tgd;})d`w^aRTMpfwF&UxH$9Fszz_b}gjblY
z%c99i4{%?x@QT^UF%Q6ezl`*b?3~BFe0)<KJ4c`s0k=BIbw8f#XU7x3*2M6Kr5+81
zfpTIuS2&_3CS22v$HKzb<x9F7Lj4<lJkrh4gx@<W3~Mb$txB`>K*9v4j9s15+<{@f
zcDEM39BfO+z5e%m@7S(x-~fc-{G)iVkW^YgpFkd7;-?g+VYl!EXi-d&DWsKVB2VWj
zsgf*-AFGv?=}PP~Xx6v!P~Wl$y7YG1qx*|pENDpTpHk5i!QJgXE-!7iV=xabaNg+u
zHMe(zc4o_mT3eaz?QRJO3>jV%0H{&AhtQm+CK+%iG}|&?zD?=!9$??-C%9AP_Dw>j
z&K2$DW?Exu+5#X+AA>}sXTHjO9G8;Pm&J0byJUL_bUp8Ceu<)bE|>5{&M=ASV?ncC
zUeljWXl-*x*js-BVrT1XwZ%xaBodO3|AN@huuOH&YdU?~Oq(YyWR1<0ERChjOqGoc
zso{S;<&DIRY{ji?<;`pdHG79{O`4hLr<o_N^SB1QdO&jW>Yw*XN8<}c$;L%VNoi*0
z=UPvKSi)mZrF^X(xVaj=Fp2;yOV0>gVs|SPO_RTwt{SF0B;P8gxmCP+iz9sC&Ezrm
z&2bU-82R9yftIPKi?3Fzgj9*holi1+O+1L!T|duKJA-JCqCVcD>9OvCsk*uTmdP)?
z`djH-XCnlMSWbPv6mEt4bgZREdLO{f@~_+?8r?oMT1ULHF6j}b(Por=-<!FX4`U{N
z%orGfEZ}>0hs-Gs^t8kv<4y|itB1z#+$$woq}qaGay2tLoIl2z*JjEhF(Gy)Y?q8H
z)O=**Ac!FigV`+_L%Lg*6bzg^A32n}<i#!X^Qs6T$r<0WGv?DX=JQjQlhexL^v#Bi
z0%HXPYH1FMqLTs3Tge*B<5cTZLrBVEYQ|!I&Qx|@<$W!;L~Zwk*L8`QO7b`%DoWI#
zQEgHfL$2{q0&kfO$FjbUnkm{jVu{OkmxkA`ThRN}t&u-++HdpkkY14Tnkc`_2s@m3
z6IiCL^u69u9T=IrcUiJRR_|+ISpS5xu3+zmjR$F_Ym`jhZ4=>t8yAOY*9H<_Zo>ku
z8e`Ql;v)QTB(a9Ap}Aidk8riTa;dTcHJ?410(};UlS+bglG=tiW;`)~qzfN$3FsD{
zK!?Y0niM?@z&FJru>t{i;|)m3nA>5~w)I%P*L}%v?p^}h$y&05kbs-sS4Yr;TA(n9
zi$)U@#bJP4`f%RxvDdIxJr*fO5mnk%e0gM?Nua_y#Y-HueE-EuwXxJ8xrG)DkDq}i
z_E{Z8AfiT<+4oC3Jy|deK``k!U$jDpIs_brd;<YC$1bxeqn@XI{D|+@FB>C4$9-zA
z9+wEx(z!~0&pkd_(AEyB7Kn9Ce@wuBo2BecOw4G^ztMl~Uhm&m-4+ns7Z&<8^7)yb
zUTtDx4F<zUP5$H_6B3d2D*Om~7l(XtBm_8O2DF!s+zFT8AWj~DFA<S=^fsJ!0I*Gx
z0mwH*G+D18Gbi<@%@CZ#r01$WC!_=ciY#7_^aPgV_fcU43E+c%ENMYlPu63Oa9L0L
z$PRM>)4app3j+cV<T*+kNs$KvQ4(dtl~>`&wxV6o1F9GR<_oj{zE6JO1s=H|eS!vP
zum@!F43D7bNh4S|JOl{T=5G}cT+G}G5C$j$q5wi0G6}&&CV5mP*)7<HOv!;k)8IZB
z#HZB&k70SkE_)XWgVdAX1)<g4Ia!%Nt5_!2KQQkxjw~2t4KC((pB$p803zio*1p3B
zVFUHrz@}gIYEtSlD}%zD364O?%6{Goz^jjd@%3RU<MrR`M-y|BW>)w|M(~+Z@(XAP
z9Ljb-DY25Te4h^neVdl5GyB5<%fhq4gB7IPBo$A*9ag`5U$d6reIIJkaZcmVN&6=w
zb6H6EQ$gX+d=d|_8<#vJhN``(5Qf=25E&1m!%t3i&aE^ij2<*NAYi$Ysf!en`V8BJ
z!lHNWESDZy1~q(&@@P<0>6TP!Q5(BtTe7hUX&_J>=sQ?inmCm@rS4&o(bT|(%=LKt
z_`LcGNWp1_OAf)Ty%~tdNkg9UDl$)*tm0|_2SHYVgmkl{WQU^U`J*Q{gQtCC*@NaU
z>^aO<L~1(iI`Ll5Bij%kLzjY1hxdn7ltOVQsk|fl`USY7(NvYYfw=Y5VU@ctas7?F
zDhGG3k1i*GvIzXnk5`42d23%p;aKO3LvvL`0J-Wb1z0V?#VP_Ho~{EUOeL}sR{n&i
zIHgucec~bp|C5k|MPx8F=KfiMW8s*H3kF}Nu<NsRJ7tM-@IiPioifS@qtZ1u$Pfx;
zSeu{v!~VQ;#Ui-*<7tSmgY(m~Q5=2HeHmU&*`e4!Nz^s{g3;!rU+9&Te!a9Xa@)$a
zD%)ils@^NwWHmAQn`wHMX?6-wz4`wL*8CE!2Cn8Ga%ycWpEJc0msC2%<cKaXct&XT
z6F)w*(i;1e^WIE53VDiUDQ0n^@VLc?3Ll_6t?}_4myw|~OCv&807F$z7GyByRbysz
z^T-lz=JLht*St0m4H!$xhe${i2EHL7j=FRLj&F1G?Qvkj19!t-ROONXs}~=3=}Y&i
z{&LO5pl_&Lba;6E%gbzab-Vk#y^l99E>4n@%hmc}sAo`WcPc8S+suT-M+tnG(d|^@
z4&$i~rWa)xLRM*UOLbXC8oBqoR{Oue#3<h0!_*SRw`8#niK${wruky4t4PKK4L25E
zrI``X?+6I&j|jSsO}O3v>aL?(r>#?SU#m7=zbalkD!p{gJ>)VU80luEU@A%`F}NZF
zocxz#3a~v%5lxuVAtMVf>!CQjT=bU$^??wno)<x^=a3UIC`QU<m9(nXbA$HLpOJgP
zskcR%vcRiUl)k`h9ZM=Oc)<xmb0+lkL!#K;BA&fOqF@jd1H|75xg>`{vSQ)(YHO>c
zSSnez3;P5YOUUhY?N}`7jRdm|7uP*Z1QrNiY4&l;=v?$TKyO+HhDNz3Es-0M2K1b?
zdreT9aJYI2jP25MY+`C?VgH|RTxr`0v1Es2xd+qjti8SL9X6%lHz7bCgx(g>ieUlT
zvci6kkjbD+a+R@9K6|F-ntqdShzlbSLcL^8Q^OIp9Je4~HZ6mOTE~GfkQ~@NxOg4j
zwRQ;rY`Yu|BbUh@zl@wJPxvZ{k8Il+tY#E`FI2l=+Xhr#QC(G=QMcPP`h5bL1EO9v
z=TB~Bj11X2x`}q}@HPAU`NG;2Uv;W`!z(-Lsx!NDp=*0v`&=*l=|=CoR&}-}U38l<
z7qzxk@Q7icd>m;^!mIadZ|B<`nsua}L@>z%LY>p3!XGMxeT0xG=5=@gzTZp9SgG?Q
zs0i33=Jk**Qf%v4+emdj2^?Mc{Cx(kiP(rjUVsVFd~v$(^~ZKcM2ET?+S=Qjd48B#
z?@gV}Z0GN8?+Ytp;Z}RC<Oytih}&a@(tLim$NX;JQq;|g(7YsGf|wd0?c;W?%4<I1
zSG|nqADi-*CW9D2*YrIcNL0A#oWT~6J;6}XJ%mJ$jAsSWuskrMHxtQtCqiF3&d9?>
zG01O!r$@Vof-qza0qT7qzDo|Dxg~ak#>OU+l(04R5K%Qf{-6fjF%Ikx*rhXjEeT%?
zre=@>JZ<~Xxvwg}E6_+j|8EfhX1eC}*w{w}@L_+g2H6ea{C))*v_|~bZn|@6Smg~4
zuy9g_y1es}y@a<OQ^Z)XZosXI3&O)y$5bjl7u5gvkfgtHY`%k%zL&<$Ky6V$)mTC0
zn4i_^romkgk(Fo=aNq8&4qvBmcme-d!E|^SANNghyH8D(Pvr;4k0k-`n~J*Sy5H6p
zad#JS)M;57SUohbG&C@_nlvz(Ov|jB7<C)t|1}}ZJ|fH_Sdk-aDq<on^h3I)YTC{9
zOHlB(hWR-U8Wwp7fRY0w6mIBCnNlScry3O{PZXzK=$AeD$jbwNolrwXCH(j7i=SU&
z^<qp;PW#^8f`A~4c6{}V7Z1K0y;xtLB2bM2YhKboR=F5P*;v6dW_}qAv!dCSc`9yx
z3mbXK#iRFM&QQOgyr!p&vZrE1B3%3mcsARf8VlolzGm#2-2`2ruNIH@E=aM~pLSOX
z7Lk<wv!pYuiyf807<W%>0lr@a=a&|7<<Tdn5W~RAN!5y%lVbdO1ZDksbW4u(27R^N
zB@cK|m73_kI3FfmLoa=BgYz%kC9YHNU+NdG&eqL$_cqN_8hlgATcM?1Cj<d=HG|ON
zXgDJ50$^tD54~J$!w354PpnfF5-`QiN`7>JY6HjK_a9>(bDVL&mi`E7ioZ+_Lu@=1
zEj)z&wx0A~I_L7tz2@dYovV2f{R_-iBKkG5yhtVr4=XBB3}2O554(uPE8>W_;L80f
zhlfNssNKsKs?!q}q@EO7iY2`N>b!N{$@AcB)NcnNl!%mmkjcCn;KNL;(|XdJ=EcIt
z*!$M$9DOg+Jm>0yF8VAc0TOP2V$@kB)3@T6PYw!l9)scwiU3!{{Xh4;{_s1*#=ZNg
zv+VVwW07o=u_1MpnS!5tZ}4-?LI&^ipB<f%bs9q}I$u6nXN9#ifsY9TyR~rri_z&V
z7g;Ker%zmue#|YsO0LW=jw`?BN(lQEHW#;RJ4qc5Z=VTnKRCzs^|L?l|MODem0lIH
z9_D6$6?gc@;@|+8yW#Dz?QJ*v89BR)oP7{BY!r6&sP0LZrqbe11u9s{+ox4(()Z<}
z;-_I>{ywg1|2DLc9J65P<6MM#+u&tH{IbOLcK+?es;5o&1z5_%k!iDunLl1L@W)bA
zk$B%yvc$rVtx`V7-JocgtyvkeS(u`<Jv@(0T6+e+PMC$R$G>Wu*9Cy{U;B~+j!VQN
z|Jx8R8{k=wpd@l7%FvtM!|DIbG9=Cyc?ys117><grh7(yzoVgtWuD4UpkkFgiP%H!
zaYRW-3o$&=R~4qnu%a!B2)M=Npy?VMf(F>D<BVRPqudWtRc#~{UjF<gwGQ`z3<O#L
zYaEQ&;hC$OBl$%yiMYM|Q`Z;Yr_ENz&o-iSc}3^)KLxz<CZmt)>~-Ra5c8L4^4y|<
zP@u^k@ypeGVb&(}o>2{0HVRpd|4j?SRM%oIyI?eE8{eOdbK#p?^vn?r#B%sOzQA`e
z!+T~0W<XM@^LY`D8_EHL1VGv@etrPB`5pt|kUn`>`fDTtK%9_AtX>mvv__G6Ub8W#
zD8;Nj?xN_MITV4gqanN+s<ea*k3>r#8oHh{kdFlfaeT#6<j1kVXQ;tjzR%qLx3t}e
z*C^9Cw83Vw07*=~5Rx5M#It!#<0+f%Y@sy=yf#H1kL(QozVh54%4qG=&eU>_fcLTG
z^*7uBtHR>y)|U9$BXTJ3k`<&jDtT)EY_azNm{wLdgzJh57igu7t1iG~c!EM^zFXZ8
z$oKaxKB+w$xa*>}(a(EGbU`W%0y6xJ3|nCc;wZ$pgPmupsxK23-j_c}BNDLxE*bPR
z&4598;6D2$n_RZTlZ+1|Hjgh`2iJt&EahwGEpbiwhGj8EnA%VJ`fVJ%*`wvn<T_PY
z+w8v~{7X2Eo@WoZ=#9n#<fQ;GfWG&lj~4@ObPyjq^s+IcC^=yRAHpLrbmVLI(!j+C
z6hem{lY$9*V*vi(*l_pW*6Wk6mdiJRNCZgDtIhqML4c|KyJJ7cPW^YE1wYJl83`xt
z!ZiOvO8&8x#60KHsOi%bR?`qAeqGS5^k_{{l^g<n9rjBJ1yP?Rvq{yPQ@gsaGeHYN
z;rj@V8<?$i7H-Pkl%mCNbq5C8eC~zj50~0~4%5|i>HfEPNg5;jONczydGxZ5oq(Xd
z;w||H9wF#^ys$d>2>Nii$=5_`YhPc1D(%2J<oF@A7_?n@82jfC%9}+UQ8<JDX<ZwP
z<+vdn7_lXebAP|b$w5u{gT=x-GV(d%w6y;lA?<>uSJHLoSbyE`FqATIjiT=2EPR<w
zT{FN!G#&{M1%zNqK_B##DmC=K`{{hI;(a=kS)mudryrL#RI+;_vFRjRn%Mn-b$&Hd
ziYZ@__@emJX7ZC?KS!4I5%4D&p#|1Afex4DmxC%gx?xOg!NkYKjVBInW1T}W#7<vK
z+8#Bvx`?UN@v`hgcXBq;W`K~(9Qc;VnZA}GuX9uRw$IyRM7LvWYlx1aq@|_o+h=*k
zRa<WSOyj_6QO#0TwTq#tQN{Ln<W-rXqqB^A<LfNl_giOYnrnA74&2(|F72`l9kL2R
z?0#qNzJJ~Q&!3;4DfN-T6SunBotiD1=PXp9scKGxttHRiy>qOnukS`?t`S~1Q9MX4
zj`+Yqc`Po%A^<)yP&O)J65(SR7d{vh_%%ARuk+>mo$?l*QW@T|3fh!rj<0IhKU>@9
zEH?AAc1M22*F)}kTHH5q@v_$fM&X7?*rp%C=ywvB{_3a5*^%h+nVJ~iQRl-gcu^~x
z#VVu4!HbUZ#k%RKmbw1&k)ItsUldn<DC!@i3!Z<@2y*PZM7-fu9HV6$@H#88P+qeL
zCd*_B9%Unan($VLp|=M``&hK=v1t59#(VP=Z(R^w>p)>o!$gV&<LJWy%LJ!9<ZaP3
z9*k2QZQuu!0-+bW=^bSq?M|(2&h5dDfk97#12=)~z|}v7r87}-N<J!blPGXzY>Zh{
zthwgB*@y^CqVZ2%faL4?THhUYz#}s_P+jr|6kGvKs-Y<7RuC<E>5>4V?xoFLVl6DY
zKk-aoXLg`m^=gtnbrR-l&dhFn>vkoCQm~B;{7Ut8i(N*!|LrGlerkm$?R~l5mNbSd
zJ!q{^G5f{9<=M&gMpJRDB=1i0YYbDIcN#$~z-N`>)Y~A(t9=-kyww!Bq-d;%Q_C6P
zx&?`%*Vbo`>d6d%^@)xVP2NL(^tT5(hKfc~4(E<5E_UZO+Be3_-iPRh-q$CLU=Dnj
z5Rr>Sd^lb(k}&Za1zbGGMTe^6DZy7x1W!EwKFFXO?@6VUc%~9hG#NoC1!DXbxmWbg
zm53j#6ctAQn71gQsL+byZv6zslFqv=3K3wAGRX-$2A_8h1h@9#-~5Uep=9D9=v{L$
zxXs;*E=52<&lQ8m|A>Lt;$O`>T{V`;09dieuo>A;l*fd)e({$=qJ?r!Uf&_Zmu5WM
z9t9ot9)9zeDbYX!H7k20j0e0{wxWB51pGb|tE@oSR2{%5M)ff@Wbypk^!9lH_;h9?
zXiQ)<wzR?Jcg0cJ1!bQ{&4@e*HVkTiRljF?UwgZ@lHG8oo=?-Qicp9OTTOhKGfru0
zlp?{SLBn7RW6Ij6kcFJFw=>OksBSUDYWaF4r5YW&1M9_Vl}N=U=$Q2RKtV!8k>Z_^
z>>Q$cs%2kKMS^Y=8&ENK_WTnw-+U{X2x#wo1M1RT<W8|vcm!=F`#~fi3<(bZt;9?@
zzKZ>#)BD7DkZ5_4y#T0w<L9dfPER*ZzC>2YO-9VpEpm)poRk@79PvpJ#f+Ad9B6=@
zgiP&RGaT9KMjD`}|J70SkBJ9PU3o`Y83C6NJJdi!mY>wyVujIa2In0H$kt$<fB^2G
zK;GaNkSKU8vWS>S1Y_a>7vZ1VZcQrpmoSg&<(E5?p)HaSg7I0>X>>q1^Yi-UDWW=G
zjtB!)IqvhZ*g2MA+%qLG&FUGo!x{B6EIl<}1Ps#4MkxJg;KQ3TN?V8(zs5Hf>d4eh
z_ql*mFUJd@Tv&?%g1b!Ytk%(TMKWq=m|6R|lOi#FYh5WHP{j2uRfeVBC0*?BA!oyn
zB~R7DdR;xfDyYNMA`zqr)9`pg!~lhfmXK&?XUo6Pm;3A2fB&%8zpv@CvkH+`X_O>-
z*ne?0H=;IPetuqi_E+TGPt<#7&+_(fYi4E}7M3;@=`$E)0C)O!u&ulZ!NBPMCVDXc
zlGq-~q+(~Y@X$82t^Hrl*s(+cl{#vC{BC|h%<VNA3MrZ-9v(;l!5NZyGn0S=shH3c
zBn5FBxDNGUJzaA~`A$c!7RQ2B6I5>J2HaJ+boANXnLC{r_&qU=qX>tc2zoI5>9l@`
zulK_*`i8@x-HQPi*Zr|8Pfzyy6O*8_$_Q(y$}^A9fTrvHso|CVyH~4&Cn}#pFX<|X
zihw^*u^OQudK0nrDrx0rv%e)wL)qvT4-G{-K`8L9m;fE!FbabjlEM&N;5I~$43;eJ
z?L|gk0r=}sto8jpW@?nsfHhBYz%|{+=l<KV&PiP_n~vPCZWh1%m1Q}%t*iU=simnS
zqLXUD@oZjbUWPp>@i`ThO1Q(@&KC{M&&__^H7&ngSIJUoLM>QDax0w(0XIOS412gi
z<c|pG)v5R}|HKbz69o>^sF$@;<vOS4#J*Xm%v;D-Ru#G$etBxe*s)-K*me7Nm{<fu
zf<uvz$<B|JmZjosSEE(^Y#!bY1!WOYDXGy#K^wlqh6aXQyN{BR%?iO=0vs?62921l
z^5Sqgw`g)oZ3;#=!R)t@EhenL_g>0M+!d6+pIo?TVYvKrPOSEu(Ak;$>EFl~1p9|z
zW~Pv(#f~38JHO4hEiZSK73Y}e%|_U`y{+@0bKwh*MfdLCplfbIv)~4)=x3*As)Xn(
z13MCR0DoiQKtI4qS2BSWVyIo~WjC04O%PRKMs3PZDp++zpWewGKN0arR}ZEA<h6is
zqX_rI?7T9a2Q~L~DmB(p?V}8qIB3)j0~}FW0k#GfdWg4($tT1M4-U`^x>+noJ90TX
zaTlM2P*5JgmOU8m^=+Bi_tt`3L;>hlI5%U$`Jng+J4XYst^U0Z$CM$8!SE%H5q2+f
zb>Mv)ybMBdLYmB7D1>UQgKZl7;t+Y%s-CtO=%29q2wZRfZdv9RVGrwIxE2diuKr?C
z9wF8BRKFLS@m9qn6bAk#ErDflT&<6c-%NfaFIBv%%CC2Yl``a$BPHD?2-dWRwlD(^
z^BYAlLYP8Y!TxU5h?#<f&uY+^48)d?<@x)u*|*zE&2P{s;PS)U${pPvs7ATaWM9!a
z6*hKCvr9(#Si1bB9Dxe*QBU+XT&x($DA&kO^fP_%8Huqb%KrN*-OVce9>OAjfE^c}
zdvy`JZuhcO^A?lN4f3$xi>n6^#jr-AYIMe_jhPcUR^ef-_Mz(^N}C6N<TA|uZfbM#
z+RxbZy%LO4lY7|c)#V`A>XrJ)SKDzD(cqQxlfHHS)l$A=0m$4#d>m@K?Cs%ESspv0
zd%#Jz?A_4vq47hjyMy2S>9{-{7hQiU$v@sxG!py4e`BNJElH3jRj-OCIfRLw3Eu;Q
z%!HxIDU}!~C!-xak0auaHeWakiDub0wz@bud8Jw+!0aN&$ZYcjfBPU$_4_&@FCS<)
z+xBW@Kl)hqq^9A<;l=vn=G{uGzX=zyL2K|gWv&RAVpTkwseCW=i^*h9&h3k?nDPNA
zvN)Waj3IrE3|<eTpTQVLl#rX4-!<5(1Llz<w!&Yn3>`%>orHkN4>tvv#3It3^0&iB
z#8U-P2LaJg9u==zL|}v5Eq@XanuO|Z|8>qMQt3;U&miT1tpyyZ??woM0_+^@A{2E<
zxIjvcwil#;%P^GS9<ktvJ_7Z?n6M%-;sJKZx6eq-%x?Zn4qG!VeH23!f+2$VkSH@}
z`#p&025`m$`Y|Wu)FwO{D<}qu3a0_|Q`@F>^bZp@5EjKKWe39<P%o^K^_{V|KpV6H
zardjrT|+_k>M{0auN%@qJ&JYs2p$=@OmLz$|H5hh^@r1^x;yJR-}hZVYxvGvna)3Q
z+R+I-;`=O0P9b%9nK&Q#BfBj=0atR`_h~xiJ^ejbZzrP<5*%$J9L@aVYN>fYb8}Qu
zOr^|<vV>}KYK<mlWrSp8YNV=x0NNjapLO!d{pH^M-sE8}F%VGu7@!Qrd3*Ug99{OU
zHO^mZ8cXKVrS5TYjYUSj=<GE9`S9)SFUS|h<}Yj7t4fNS-U+C*+~HD^<rm-A^RaQ!
zdRM4ll)Gg7i_@!h^Vwr3{~yQy1}V0jzapP`Z>6CdZpetnvn57}{@MWZvJ<95<C29o
z!}dFQ^UzR99KlxnsI$ury=1{vGxTcsT{xBoqZETCh^fPbU4THn?0rgysl%Yu3;50I
z`4Kdj?zGUR{_EEJr+xomcmf)5?(d=MPhkqVSHlA>4}ZZhYX4sSH=`N%7%vw7_7mr5
zbTj3Ak?uy_54CY3!+%Y~7yAUq@FSQmi)uQ7&mk+CE8>Bz&$&ty)zZIf^<HI=gG%CI
z+fgX^5gcFC0!L%Rtnp6)2+X~Z57l8x_@Zj+OW>JkD?VTO7sheppz>epWdct?3<jzh
z-}hzmVfrZ}Uq@ePUc?fmGuUBSyL{jg@PKz{B!<YJ%OCun-VO^__<K)@B*m7<tFE}>
zB%$df#d?;i&=z%3;n8=RzqI*2K9T&#I!{v})u-FHgC)iPy1TQNb1m1r53#YlZvFJn
z;pyM&wOvKW(9NH}zb{q}%C4W(X_WcL^7#GJWIv}~9gw?-CCvvGid6gA>*WK|mz@`r
z!x8#n7nB%n2+fv5S-XCo&aa2?-w)vj9V*|$!hEp3d>Ng4T%G4J9hszx45SN;|D;Yj
zpTFpQ-l*lj_sn@rC-}rC*R{$t8rmnMJ0&dKc!9$J7AC2;rPYD8T~9SCbE;hPOs11E
zr(e_0P;RE5Ke^RXzUg)ut9}T*2OQM5oBN0-y8L90_cA87o_s7Tuge#268qL|U*Z9b
zI3WK~3~lrZBqijWwdCCZ@nqwvGD$gFjR{Ha;7ERhTESe9vZLo7v&)_IcX7M*%Jrxe
zRnh(jDJhBsMrjFQMP&&@9N-8Fy*yfwLjsAz8vMP^1d7n%x%YC;5maWVOhyB&Vo@m3
zEF;#e{M5BZzu}v#8WOcM-EChUMng#Kpid9<R=m*czh;0?FsdRf^sFJRc@40<7Ff3B
z15w*#JB6$<^NkRp&CGMoj%OU5>d7`uZ|no-Qw(9|aS`DZYYG#m$D9z4nm4fL3Cchu
zi1R;8T<ISm4vD}J(}Oc%SXc;{Lyz7jD;(N}M5qF50IAGxMpSr&eI5}%XE9?LcAS8!
zLXOCe^M;U@O73En4&SeQ(<`l4JEr{KJhw^P(*ZJ&c>#0>g)0DHmmX*^E>bGyf^;in
zjtgE9%o)=Q1#=j9YNYi-v8=6=#E;}?KL3~6v8Y@J;<Ua0-4wcu>*>FB2NMng;ed!~
z1pFNq?m|_Ko+Eu&@9`NMtMvv-8H#E0kM9XIS5yWvw?2^09axF(p>8ZTmlYpwEFyP(
zOa?#!*6eS-9zxk$rIG+@ZEXPYj*V<A(sP{%7x`uzUU3LoT?Kq9gdmD2`bVA!AVn|7
zp;{r<y5!{-=jAoO4y5}q#AJ^gO0?4M&~uXw06&jQ%^QdlNl`}&-4_~`uBv$P<%|qT
zp>f|ni&N|qr&!65O34Io$v450QKb@7_Ico#b{hWp6!UO8%XHx4NBz-Q@8dG`V`rSE
z?x#Rvuz=X<W~&&y2(%6#xcyQYFNP1_#<5*$0u#;IqfVR*zTe@~DmL$CweI^gzH9z4
zjPpOw$Rz8(o7~v0Z-2Jn8z!+wUjZq^W&DEGswWlNonk9DnMMd(D-1{CWKW<EgS-(i
z2nkz|#24|Wd*b(}#J%1Y)SKB=NYR@XW|-I=S2P|QlM$-Cqa0?Kc=BUO(BtK_!r>Fg
zoASY{Fl$@<-sgXX_pj;?`=_U`l2`K!+-(wlpy4RpACA$F-n|ciaWh`F{gk(4v)sv<
zp8gp1ZcEXh<>`T<-mUaW*4+26^*!__4)jESjft>-HcwzMeVsX@lg?jGAHp-1M#uf*
z@t`S}*8LwYmR~Fa_Z>~IrI_OWWpJA=c5a>d`fd~X&T3fC_J6F^_1!LOkNiH<R=Tq^
z<MX`5U&(dqu8DNr4_P6B^cSW-rpN~a3`ey>dy#s!9%g#_PxSmrN_i#gWF@<08^iTA
zP#y|H(Q-_CUqzTl1P=P;gu4ah%az2n*)n7HJwByc!1E1QZj~oIiEFo}W46A<Zp_SH
z14-ngAQybnc-E%e@*)KH;#1qjX3*7U;MHb-DRwjU&rbfI)%5MH?7gixr>+ijbh&?W
zrhY@Le{!xldWp;Kpn&(q*W`95?WGTQYO^2BQZ~4?8x(+c$1QWPh}WImt&e#zAL-P8
z(yK3!ae0tEeaf3qPZzTo*XI$(<sLU@0SletUK)~5dsXuyD<83B3nOIcOTM{SDJBT*
zAK>I+9`uh+kxRZ~E2R5IEA`z6$84c{BKqlLQ#PAB?zPP9?v@4YmdmznUCYEbUD1R$
zgXnPx4XqV>jB7$g&Ipr}$+PDs&)8^b-clx+#oU{X(lG2h;6tH`&OjS#KA>eXT|=@e
z#W>vt1h<jZ<J6pkJ5n0UH55sPF&d^MnrWml>BLd=m&6Q{%BQ1!rKj%f{N62hbO@(}
z#6+UXZ6hs;1+lR%Jy4NjK4;5!scA=0byRpX#;;FBaSeVz{*Z3qVASX<eVh4hEGZiv
z;iZ48qui5_8b!>!OmIiS=B30^h~(0>1PVofKBO9jLPRO!g{WQ`st=p<zLR<PMA~_y
zf>3pX!H+)8=LH0u(H5PbEx)_rWBN?h*TUqfy-SxqlED#l7qptJ?!+(`V1y)Cl>@A~
zZ-LB~J+S!pQPRHAYAta`vdBVnww5U*Nm@I2j!`S%BqVU9zUW=#ii1JUfnOVW?D#=T
z{LUg0k@vKHV1Z${<<Sdm=PB(Ly}}j=skSN)M>GQ^03ET+0<C@KPi5iRe)ctIA=lQY
z-Cm^i8UM#ta#Fb@<lK_FxDBHAbT~xzNoQP`z44q0nxl<^II7w$B{n#|#k{>x-weB-
z_ogV~(9;4zf8_Opf7CadS+`Bz6-Hgr&L_NM$oH@3E<qHQ4}ygO6tH;1vZ;)M878>h
zEoM_%+MGXOigc;RS<$>VXd&jT2OWYAgv1>E8_NGDipL5&+SO}lq5^p1D=D~8@sEOH
z$_UH}+6iLNa)8|tmTk{oaTt*j7x4BnB2@(tjYXFLw5BQr0Pq4N0VO~_#4u_o)^j%q
z-W>*IW(ISLkxiS1M-<IYCpxnS6rekHaxia|J*kV>e3C~2#-G|PrXG7Hp<WfDjyPU0
z_394UBR~aAh(IuaqDbmle{&x~YooAha>ipSci7h8*oZlx=_D`!AX-6~B$>8W_5R#n
zld9*QQ)O*XGc8s_uo_0K5>Tk~^+K8CV#F^vC?l<@Lm*KI5s-*n{pX8!zz&}y8QL00
z@X(KD&6wn~9c}6HoorTu`|+`ie!+nKG3P;iU*8xKH83zUz&*{)U2QaF-T2`?DZqHu
z5jQcEFEM#d2l^&AwG{Os{a#`WA7t7=3<lch;b~7rqJ+k~Z7f4Ox^DKjhM<eNVF916
zr)K)$2X$c<4?`PU4<AvpF{CC9X~JJqCL7t;d)#8Y;0lMw{4>`iIY^|g(@$6~yd5T|
z*etDb;u3mr)Q3xrjxIl;&}U@8L|a%bKeT)q2&FsS^O%`EO5{7AS$_Y%%gQR05C%#B
zgK2s=o;VvmMKzw8WQ+G&KqeU<dn&)-dF1kDgj8qq+^5dRSH#~}_$?iwEa|^l(pVXi
zSXojHnJdkYBtsu#dDxS5l=8C(i5nC<F33%bwW~eMXO>rpAiW=e!0Yqtp9>3%&CRkS
z|89TW|9kyc77G9Lb0OqB;ED@O(eX7b<nLM%AgMe&VxT6)l7=%YdtOdmLBoRZNBVH(
zo8wikNsLMujz9`j1cFnei_(h_J$hL5AG|sz#ve}|L+Ef5TeuP#b^-K=D;D>&Bh_K_
zN7v_J*Q>GJ*BAX^IOHXZyM)o2=*st&s}n^n4qM!*_x5n6e%R8><MoqamEU*&-RzwC
zC&>VGn2Y_PYv`WaAG2bzhjW7>Y-}s+OnpwG)j74LW?v$zoXS4ZSXF&{u&EVDg$AfX
zd=NCB>8ZfytIvX@RoI9MW;1~!5!J(TvaA^c-CGhi#?mF~ar(jn#?I2hukvpjh`SNV
zy_E6{bNto&3*sH-NnkS&;x?vbTFRrMpPdIL5gJ@nWM#mx$buQRT6A=4^xi(39$A~N
z9OD^caMrVvm2T!H9x&wq+OG6M-H$On;Tu`MaMNj@BXAk<$I2Dn3kzmaIe#Z6Nb?`s
zv&$$bu)9dT*%XzP7A|pmZzx^oYUSc?ss1xdqmi7mr1P3x)c`C)+(*_>K>D*4f_X?j
z0E4`aDAGnNa4f7vSG*FgInn*n_*<Z$lH>>2sQk9EOoGWQb%yy{k$2Vg>Z#^)IqBt}
z$Dita?Q`1mwdXLBbW5EA{yS?a0*}_|zcp~HqtqFrk|{uQv^Py4hX+1?!MLO`LQDjL
zEs8QR(Ey2khGZfj@i9GwL~#{U``P@C{LSZr!A6REkD={JRDu3W5Y)Nc5*voSB&}ua
z?~OLKhk*bxs~W<BCgyrS_v{AJF80jBkd5S#Z)&?3(CXq0a0v+!Kv9n;jm;(TLCh8f
zbtu7x=h%^qT<rC?S~BE*G}l7}5z2+h1!z>K4SY8(O|Gp9EY>|w;d%7rehk>VMnx1+
zz<?DN8(-=`D+WFG%)Sds9^=|%8mYKcMNoQ!aGql<db}=hAt4(Pn|hU`kCv%>G2!r2
z(O+yzcq#?aE*bgb^l!;^C}mI732`<Y6LOJ5amgyiT^zdu2va>v+#)Mw_C4VBrh+f>
zp#@=+UmhRNy5MIRC|%Pg;}K^k0D1(F%3sssJZ)As21cj;kvQu!=iV;t^8AN$I)rYE
z+DdnX5RqfFGh~E5W(u_}eG2(8fy?O}^bOV)92PXwGk>2i{5-F2j=Xk`tajm5t^9+U
zywZ=VZJpCUMt`VbSNV_5G6I4zN)MymX-OO2)}-!B=T>J5i55sIKK35^m6nXYxqrQ0
zkF*cMXd?7>*rXpp!2AflJkZ)eG~Mu*fEz*v%z7Eqx^}tVL-q47*^(Jgw(BIoeKR*P
zos)Xl)jL!vK|?`5Cm`gagRvE9O%qF>lD~hy-2EKv`#H9%eSa&ayoO3~H)gxW_p7y=
zzja!Nuyn_lAEG(ce%4h5EhfqyrN2F$sDwB5Q8Wbq$;Dq5`X3fiq|3pmdyQd#2cd)l
z(}xhimPC!V5Fr93zb*w(3x~)<wTYi`@8>G><Px^YQ%6C)@nSO$=n4`%5Z5R|0EF6#
zFDn&Xm;L=i5nqP-bWOiyR6(@C<3z+l;F-60z)zWEAdKFBR#Wr_@1RfE5Q}UwQF5zX
zScPHCgh9P~2rcs7BWTC|=ZA;Tgpj%JkoyW4tM7oteoZ=q>9KCCcjkK<z>&I8xNt+U
zfL^%%IIJQ?<ju!>{EmtPpmK<^OWv$zTM^>>PZ%!X^c|GwfY)2EtPY{2iqZ*T6+HNU
zKi~QO+k-*Pk19VrEBoZw)C9vtD#+H!NLnYSq!*@TGiRo==Cb+op6i*Q9DVqegJXuL
z!-bRdTwm$#-yiv{JH|H7&&n^5Yha>h%D;_7RpgjkOYh}OBu*53Sw=tiaY)cT&?)A1
zJNo<mb8dRDhuN%c-BNHv6G;8!==ajr^yzhFWiTC`;9D*VwaBTLosaX`h<43j{;p2G
zZ%f{{Bf9TMa>;Tib4%RiIrPJ{l-JqpZvDPf-#}9De~W&g?M2zpkh9({%bGb+0MH7R
zre9{04J~9g8QD0j9uxHmvyi(%Z|RHgcN7L*_>2QMe|%3r)Q)WvhIzR_%7#E!r=Neo
zH!S7jW5X`4ago$wa#E9e5%4W|c;zA93$TcW!^ASMcvgJ9$3YeiBUl)BhTBaXz}wVQ
zg%A(PPAVU6kqUInMZf@fna72G16oZ8?0+JA2t8$~YL+_05xExpg6C1AC%-?y%i%pi
zGGw-bC~{0EBjdX0{)U?W+m#@{_Ys?f!~?vFvHMXgH+|QyXaCv#<G??{^_x3}VpWd;
zB*xr2T#N9?iDIBz;Xg0%<S|qM7>fvb+02ohL>Bw>Xerop?ue(KTLhdfEFWav(+8K0
z4>K+c8o2W>7Bv4oI7|A(oEs#obROz;M3gNst6W?A(#G<t-sjIX=VpK3E<itkPHF$)
zWmry__;kA<L|N=#+C}V5O>F_Gmi~F<aslaeCks*d>XmF9dV73Seb9r7+MQD^vbA-6
zbp)$6E%zGwT#wpA7w8wH^3bDp*P(o$^mmzM$C7!+mVMU-1nG?q<X{MvqImfHgstYq
z{;qstknPmR$y&>29(Ed1`(w{@HZwlnGu=~tc=9aKwW`GHLz8=xg?yUbx7>%{lWiw+
z@_sNCn$e|JU^s6$c*P*wE1vnGSv~W^6IOmd`*uE5ChqK1J5zm;zv;b*suUM;1*_yq
z&!{+$10<Bl#uyT3O28Yiv2lMx$`kP4QtIm8jtFb5@bI~8gn(O8G`X5^{gqQ02xg>W
z&!y*^u+|7$%KoX0R^Vt(<QMic#R77pZSJZ1<Cho+tvw1si^(+0JQ9~`R&a84vUm0U
zJ{^AqRUq#(!}lqJ*HW%W$B+nC{bW!d89Ahe7;q62KnTGg9H2-QSC(!>l>RO$#TkfL
zeipSHIlCA14U}vn#b_tS$iXBAR(&9XsXi8*wW<5*+1)Dyn~`xu%S9m%$srS<UV7MX
zH4)|Q@0t&VDNsb3sCpSzVwAQ9%B2(b2?6XcAF%`3mI+Wh52!brFad>vu>tQZ#w*dA
zY#h;EH*h_p4z(Y%h~Vr|VFeN}8<EtZSZ+#tmL877jmU5X0I>q}Tt*>(pQscyfiA!&
zDlYlZJR8mofta1(BOH-iSJ4^(1bXNB)O!tbmz9<*LZoShev5QSMQlf86c{DQMR@_K
z8nI)-!~Sme|GH+(Bj7hc2xOHg5{^_fkh?&2Omo1naMo``s=aYeQ7}k89(Cu=1&ULL
z{#9z!+8y+r`Fo%Xj!{GUKX+a;YSF4o*rdg$np-ZnoZuph!ucpDNkNAD@Z!@rm&162
zK=q~(F6opC_e1D}zlQt0Buh;_8;U|PD6=dDt4eS%D>;PA2uWE_PFWBpM+npzg~|2O
zYvAADSN(gSQ4Tm@UVJ}u8T~5_B89@AzoonF8L0-9KQ#pmYwP5(-T$g@!D4aHI}sNV
zAP{1J;|6uE3yp+@eZ?Opoj_y#COld%0YBP5iHh5i6uXi>J_E`(#j)@(PR!)bK#y?e
z3#q$`M=RqhJ}GCY*FL{SrGvcxia$LOzrQYSxNnF`?<)GPWfQ1p`|^kRCR5o_#AUI)
zOtoL9>Pf2;Ru?~gE?M2Zw0M#9<FB2WSy(|K-ralc%Vf`#-j{ZA*XYk=_eSjvL-kSa
z=AnMh?q<PyWh94cPh72C;}t|2<Rw0eZ|J?$dM_Z<CC_>PC9mlV*+xO}a@l5kL}P$l
z$1|zAkWWRAJ{7q}=ySWj-pWkc$V_@<U?Fd7Bw1RKU*l@?{<-Z_gSu*|^V~(aOp6Eb
zCH?fHNsey%zv8O&v9c=P>ieDZlRkFy^;V@eLb22);-&@?8OCC1*;APrKT`AN)APP%
zr;VokNKgBbpY}69Z7M%&D*eq=_M4x{S&P|uv-x=|`FXSHX^S+4rEy<eI#a9Sb*i9A
z<}p8O$P#PF6KmA_Tr6p5joDdiAPGVMqV$+z;=C(=e>HV=HTB>i(J>&vc}?`r+D_{F
zYX15``uc9Ru>V-fXW!9`jxE{~Y=&U6^D9S7RrMT>H)Rx#PeGPdNR5q1WX^`reNXz8
zX2v10V~({l#1cakQK6VM3X_PKGlPW~!y@L|!HaUFmWm`+^Nn&~D|zsO9O+_P)I3EW
zTNI66AD_stsFFYpnuo5seSs<C!>_o>Xz!Ppq})m88GASCZ5dyE_ls@;HF@76*W$1s
zls>A^1Kl0Q@rePA%Gxsrps}$<J6t6acRon)eagFGgwe#J?s=N{TIdM(+u!C|H-!W+
z<<+f&q(I^7o{qN;SYcLvitkSS#B7+Oy9h6rL*;Gff^B!)5BPlsTUd>I$UJ{Xeg#MI
z6PzKE-i>hPy`y=JiK5_u86f4x9@%U(fMx@dtxE=g>Jb4h*6&WsI}&w1S?~c$G^~w=
zm;=Q{LdN-hQ<=H8i`hMt`QRqIpoI*52$Z1&yi|KTR&roA#KTW#yk{&S{_QOfxTLA2
z;(d$7H&P09KUA<410_?l0TLYhwwr5s4C)bSk|G~)rz8!PpnVay65fx8fr{x+o(d2)
zVl+zP0rSWm<oy!vC)-M+Oh~i>fmiw7wbG>cYQ{T&UP=*FF1P_5U1rxx$<!<%-D(w|
z7w%SrfO&L(#T%Zs7O&`rZnhtmM6X*)S_6429U=WZ2~xc0M(aF{lCc47m`aP#0qDPR
z{_<N_RGtXk>c}y)Dz1jOTl38Ro?5v^edJ>%;P?{3cL+TM${Z#I5cU;XXQx;gW;}dR
zz87`5>TvH{vXlQ~!BpDxr<GKbiW`nCTiZ{IA_<5MYk$qQ0Y*TAcs_yO<DXS2Nb15N
z5Op&1+gmHE!*AM#dhLfAI^>LqiF?O@@h*p7hal$@l0T&JkQ><70KWf_AiH8I2Jsvx
z5ots=<Z^Va^MT-qHa5ABtB17XM9!h%hv*|HvlSnpa{%?9FUN`c*_nnSzmxL^kg!g)
zasS?iV;l(f2}B}#DciYY8C>Sg<zT<4NzEhxCCroKLB>!k3kS^h3I-_%BQPGgAT>gY
z-Sl!5T>e)pVQOD*kGvt(nLS>mhvgB2AYgjB0NJ$;f|jBhP!$K4H8EhPpe6Po3l}d!
z9G(@)MbC4+hBUy0CQ<5Qmqh1`WCje^_c-y9Vlh}!)=GuQ9F0;oD>2$TY3kXmqDo+d
zr#pe}=n-@TN-01|ElieVpsry)G{lcWy>qHEd}v}YXKf{8U?^^6tYlW5=TbpLEdKLd
z&hw`QZubIFdv`@j|3n=(I8(v#!^7-fzW_;-pci4+i#3UGAh7On4M>xU2-vyVvXE$(
z4MDcpwWF(du<Ij==ZtiZp}ZQhJQ{GFge6TLLX`xitOCT1gZmSf?ELux)RPux=a%iQ
zLLm`lYpbBH565fl|84^{OZEhuk9`0B`22ZnbCXe98?4$xUrfwV6hlCPcBiNZh&EWD
zE4H}KgX&Ptnb(3k@43Y<7rOx_x1iwJpno$RS2G>|W;;k_gJNZ`G+SaFqOyWy<gY?*
z)06UHN@cTdEQTmYs$>M~%*|Yg>Yq0SR*TNe+A6i;gWOK`*EQjVN>>M$6Hrk*-0F|&
zLR-m){kbhFf5!AZmN}bZ_8J4u8L9wWC&U3-(S!Ab7-@tjUmQ|s0_;(OvmP{z$zExP
zEnKQT<mxEXqx*WZ<IfExc<t&>j|%SZFdRQb{Foh0z(%ME?)sLi(iwLB2X1@4b6st>
z+=<)VAG2HjbTL)EjqmC>IhmL$WcR?gHea%7L2)B5C^}M&f2j@st%nAa{_#IsHf~wp
z7=NaAqQfSX|93#uWV)!DLRf&P9$9owSUFi*Qpai#6_F+#|3UfQ)4GzT?)H#(dh*4t
zSsIKQu_S|h1ndV?XLSG#R?#u!ckdjZefnj_*6OZ+Dk6oJLN%h7f_Pyi#jg7xWT#|b
zzCt=th*Hls3e*?Hk1(*ccUbjVZyz`)>o9;}ci7p0I2@Rhn>p3s`43Yr-6~>}q)M;k
zx*)c(nVDdLA4W<~>z=r}mQ}g&taew`<hr|LnTj(2>51>tpXR=UTKYe<KQGlKiU7HQ
zT}V&u3^?A)xUuC|@3UR(rnFP}lW2<1PTzg&n(gkIZPu(OEtNQ1so}Z{bc;9Eo21&!
z<ycSVrLLsqmxCzKj*hbLp3L+@(6$M4;CnhY%x#EA2sv&rQ0WlPECeHSFYt;&w)Vc(
zq6h1_0MdLdC~_U{E)NPtjG%_^&MlBGEU(e_)NH^YPtXYB0U*`QH%N#lDh~%XWx-AM
zawK!|;JK$Xkb;Q%^GM<d4p;#t+OymB9-vLB^gsZ~D9tXwYH?=+s&K*4!ww?dM&?m)
zPDW6*o~X9+kwgI-EY3T}d_7R3Sr=+_I7I|KjDY?=Gr0z*`W>Ltq@R7GHracYug#jC
z1(*O|Ml#h$X@>*0q{PIlzk5a$6olB=M(3Ku#M%PY{pcHFDN)v|Ey`h)5Vd2{w{J&e
zV>G+veNQpy+OvpsJA&XM2Jba^SMLCw$P&N;-3wFn-dO1>22$U-G4_(w?KiK!>e=l+
z5y0;;B&1qtL>%bP`utHtynX`$LAMLyhgN_Y>`R+%rvUcD$ZtCoJli6L;>~jYtMNOf
zZe^JsS(X+L>+59}UnOQo@828C&8%H&5Bai;i|LF`=X&J688E-F^Py(UNwL={xVWto
z8=v|s2Kh)ZdA_5a{H{{e@&TuZd2#u);np+W`VM#hpST6?DedivJXskDak;<;_<=aO
z;n!@#Ce$7DZ2KG}n%&~x6<xh?bMtgT+kboI^TZUr^48(wr>}E&Xz=!B{(YydUGrp<
zG$f2boqgWNaN@q>l=SpX-C#k|Z@P@4yie<=xn{;h1^Fm%=uN#JnEO%Vf*LoS1V4W!
zrTVP-#kZno&Q$i3!ECq5Y^TX=myuv{=57vS&5w>6(*YGR%U<IVasc8m$nM#gcZXzp
z8j1cAPIp@jT;f<=`>Xg^4Ag7*KLA`oqrMPWt}3z+a1M|^Oy$M{ei+M);SdO{*{6WW
zS+CY9Ac%k1Ao!sGst3RiTdKlsRnc}68ZKB=#Q+|36oi(4D18Jr1Di*Z2d?>|;wke#
za25zGar0?&CHMzIAX=(-T52GIc+Mz@T_6w~1))&_et5y;4?OL_Q4r|D;G;z#V16L@
zq3#tN5sZJ>;rItNd=A<Q44x{{Dj@bu8d~{7E1E|tpKGdi+A4^DXf1uzR`Nt$%JpA>
zf7tzme|QG|p}O=j@egI-A2u2Puvn>>R+NsE6oG$e$;qop%PLAt%Zg1&j7*LRO9>B2
z3l7SnUbc`Td~^zqstt{83Xj)BCw0W9^`vI^XBP|?z#gHPtf-z*)-BYlmQ^kHKtZ&3
zJ?O#Q$MB=E$!F7ZyYq`L7gt^{-+R5h3jP6FDo~o+b90+>a~tz>8*{VkGt>8`CYQ!X
z=SGI6`g%vYI{VwyosA7GHC1&bMT+dKyyV2x*yy`qA>qE>{xYenql3WK*8bWxt4o(G
z&Yd;o8ZnL^Kglsd`~CSeBgyy&w(|G!4^Y<7?;XcKu({(sXkkCVfU%BY(83S!Kl~5>
zfWPqnZJ`NnvJ)J_9`@g42n4+`zScXU?Y}qz+lE$mpqu{Qn;+Mr1-$tIH}_3I>+XMO
zK%2p3|93w$<~D{s|K5}T-kbO-bdUzddrwGPyEpa!{{sGj`kszso0-eyAL+mNzsEo5
z_W!=O%Ko>_|98j#%KQWRFIdFwIt2vRh4EPh#FzL7z0dd`xE2hKtoUO81@&T(v_WTS
z&<$w4p5R~(=pEPt32FEw+Gm6OVJ~<rOc5?^$6VBizEEQ*=`@k`oR;;Rm3CZo@3`*M
zWgpb<9y=bIIiFm%R@|`N(D}S$@a53tyNS6Evs8QWarGW9SonBv9sI-l<$LdzD6l}h
zUs!oRyYy~q;m!EW%aIB24^R3A!9Q%m{{RhOH}MY}{e2Gy`nO01II!72xH&MiIXJXA
zgbqz8C8=j~6P21{qgxZB+f!rP(_`B+<Bw)A7~Py2-k2D?Kia=G+P6B=i>!c!817vi
z>RB1+UheN&?(10U=|BtQQWr~i*GhNys?I3b*1puDS!`^bt81Pi1w`FgiE_BGqAwTx
zLw-wgRzm{#hXmpuLL+l-GyXv)3w3t(v9*?7wQ#y<YIFYdwbO>?#wRZr>6;nqn;Pn)
z{DS%~3|aq$p}~3hA5Ovla1!k0X?-pjW6i1aCy9SB(+2`!cnKDWlSY?M8XpX}2<=J(
zWAjspiG|^5iqRQM<Fi+d&#{pF0Yn722>KH4bIQcr05R6a1P`RgaxpZq<PZpBSRl^a
zFg|<3_?(sT`Mnt7qO<c>r_SFnU^#i-N*~dJ5a_}<X?7DaxL}8zx_Ha*lD*MoM`Og?
z2{AEuMoyc%a5-b{f}AyXId3j7wGdq(p96<CXqV>Fi{?Nb_HqH(!(|a-c3Eh4Nnm<O
zfB{EAKnh`QDJ2Bry4$rI9zY;&*mzRaBWQno;I+e9UsxbegaNl9*$#>PC+vUklP`VX
zbqPWo4ky^r1qpFNm<Ym!6G3o|7}_NYGC(^J_TYj*;m8MLLLl}O5a_>%1_r<>Afyl@
zK#ePnmC1n6ut{@NCs5*WqL{8DlXKURk^BL7BeO2TED-zqCUj$wEQSlA4hZYK5b(_x
zIA0Mhl<bQ*TFBuC9D%?f1Q#K5KHx+s1^vI&dEw|B=D-5}0c)IHB5~&2g~=lD3>@UZ
zX(je88Q~y~7D>1t89y}*5D^QvC4e9BJb)h<{}9RG2b^DpZi0*xx18X72(@$IL)r&>
zB$y@WrUMdehv+IWwEhPNI*UTly%79>8Zp?#CV0Jotf2pbp()gVfvu87i)GO`v4hh)
z2Sew4WNvp6R)KM_`~vca&-x!^adLz%{e%1guOnW>7`*PpesF~s9RGkNLm-$1f^WgV
zm{vjofhjPYQs$Tt7r-IW&Mwg|41o{|?}|n75>bLgOc6^Gg^~m?56+@^N5Neu;awL|
zoIrwk9EhDWy!>+g0tzv26%eYp9bV-hUh5N4uj3!2QC;HbewRDL4$-4GqegF_0wZ+v
zQV=RIMo;?=8G8>HdiI}m@6~thIW9xlM2DWVT~DGpE@?Y1fu$c~lwbV5;Mq{9@jJts
zFFLS2pUam@F=+i4N;)`f;GebZ)Dw5=iTFUQ#KKk*obWpW;e+mfy>`H!R`*>F53m6g
z?t5`#{OkwW57aK~%b`LF>c5Zz2w@fr9Ypc#2Mo73u5B2h=b@+ib)iRrK-eQ3bl8Kw
zv|s-d1VT>?>;dW46LHVa-8{HF_=F%IbkC_9FdTw0F!Y1}T?9fW4`I6z`<8Y%tAjbT
zWbcGyBCWMU*rg}zKF+6yZ8KgM)Ly{+0REv}kCQ)$>W;cpA9YgbyObG=6&GA9Zw5BW
zV!J|fCemx}RklBE9eOi3`{VS=pOzl{ZGH1U!9Of6{c&>YeSiOsrtN-R?Oa*$a9(bA
zW_nv{a&u~O6P9Ty&1tDDDNV^K&36+TBVuZUqiTZh)P<r10mTQ2EitL;xQvd(?5@<j
z-t@x$tm46(lEK{4q1>`z77T`ROR<Jl=AnwBatw}$%DTB4)lyx{YD4Rqs_j0~sJ`FO
zdcUq^y;gNk*|=KMz(?7zQdPH9Q8QOoIbDoK)Z&qxf`0UFq~M#TY2s5_<5F7C$8i_S
z)YiB(%3YS2G;CW-Y+B3R^wzixbzC|ISfh$gs*i|Q0(%IKE)R-Q1V)twMwSIdl?6wa
z1xJ;^3=kMmd^@brKLqeYj=N8q%p;kC&IQccd!))e(%{L#-$_@`47q!{)HO{aOA|^`
z1mYBdC|Mv%5sFhq60Avc5v4c_lbr=gPJ%>dVFKbJVi6~}h~u0^v5vw!_AXI&&JlLb
zVK<#a`M8AII)~Ue1zS4>+91wBSXu*ku)lr7&i~p?KjgZdAI8=W0XLn1K!n=6pr?u8
zLl#cNg#VKGUkO|gEJUnObQckc;zXi&`bQv6kOGGw5F*vhHO<34)6*l{%M)+{{0y*L
z<oe#u2eAMO&L8Lk5>(_1fFZEZFR0i*qy#ubXf!Mt%80vlk#Y4{67vAtLv(dWR3*;c
z-3~4F3oiBvEc6ER5CCmLzR&GkZ~t5`zidx$?7CDr1P-o=Qdxpj7B7*-;qZe|d~iMx
z`9R^x2k;ME3kE45oXK|-Bakr#gj=GNArRzw@Je&_O2<Izks@(R7P}@P7~m#qGF-jV
z+<emTI=W+G-7nqKKf?<mh=3fwz}(v*`N84EVbNvLcPrx(Yg5vjvU1xCihGL6P#Hgf
zC0Z~tbK8>A8t=rR#iQhQaGsYxU>Ljs@McH^`5>0X5dwjuFP#Viv+Zy@;KF~x8+iDE
zHDd5%bTP0x1~f7tbh$lC3a;qa22cS{L3l6<f*}xS!GI1T!NV;PU-ic2|0qH5O!D+d
z00QBLz5{u*R2C(cgt`a<9i04Z?L4kqf%SDUy?D#yoYg5PAUOWvnCVwX&V7U4aQ#dA
z29~FcaR6_9=Dgi`&H{1S<&wD&hsRg0$*<q=w6^iFv-7vN$AzevjzPsnq)-$s5=D!}
zcO()Vj^35a;@!~4;hyB>nd0k{=I@so7?2YZoEH&Z6dhd_7gw2>P?MTcmyr$%q6HKL
zgbx+v{Z&;%${Lgxj8;|*l$Q47=C-A!p>(D)BC<FjD96{2>v2dR^8=1i*&z^)f^gtU
zMHpQ9g?qf%^)3!sIR%yr?&BH@9fZ^~ftUxMWW*Iq#y`N$0h@%YM}nINv<yiEnULZj
z1^fW44t!vE;6haw6u$ogeH^~*OC)o^ygZd$u<nus5HB*q9<ZIj9$-j_lgRE$qzFpr
z;vrAKt4Rm}N?yRm0AK*UK<Gk(n>HAu<%E`OjXP)-&m`O*cf&Iv^eCV;Y>ek;ng}}7
z$4WQ%1l*b4FkY!#JqLaqJOe%sP=6eX@E`_(9t3X>&qPnJBrl*2%=zHsixNf(ZhHCP
zvDgD_S8zK-w`A`|9)Uowhg%~3q=Z1A3nK<^0~h!lTq1FJkAr_4>J$Iq7<vnV5rQEQ
z&_Uo>)R_zq`0PO1H<r5?(_uU@x>Q<+I{?-aN$$b|frzEplh~!8N|N0?u+Q;k0F;vH
z=bv*sFfTN$Bs!)tA+atsttC6BJ-?u<xVTTD7_6+s1oUW4&1kK1ysnl~TRT=)H__NQ
z)zUoM(XrgucYk#B(cJ9r>dL!~``>ME|MAiGAGbGu+}!y7{{4?@Fefa%T7sov{y9L1
z`MGEFvrp${p3KcWo|)R7p4gn4c!+?1n3>un@?m;wYI0*@;=$zPgQ=;9Gc#LrbB`7l
zo-8fxtgJj=U45~(_6o8EC>Pc!ukPJ@b#L|6DnST52(h%ZySVTi-)?U9*~|<Oh)3h&
zI8CuJH~>@SN@vGnyJk+^GSk{Jt!|xZQ_tXLN5^7E#}ZW-VA;LW(R;6}|9&5&5Gc-=
zcr*^D1iC!tp3g13U=nP2ut|kY>IvAe@x7?0<JscEv*jh)!u$7MZ$5nYX#3-nC*SSt
z{P6twA9i2-@x{xZUcCI{i&wh*;l(Qi>;L%j<xj|~S3kdbjed$>-oE|w`*(l&@SYW6
zaCI0T|N7wr@|XAT|NIVl_sd)4Ehq?hA^xll#uOqYz(Rm<KrhC3fBT;IKad6D`|tnb
zyYK%-76=5D86W@l-G{&Z@Zmpy`1rrRr~L2lKK$=*-~X=<Z~ybn>%YF-{qxSVpSQPv
z+}QZ`-rBpR<yW)w&!=afO-w%-9^L94fFyhcyQ@Vr-_$ZwubQl_8?9CjS5|?1KoLf7
zS$R*HqN}v5v!t}Mq@<&`m`_n*dqG}XeqI~?UR9R&E31c5e%jJB)z&)G(LRrcl#${4
zlM`D2VCLo?kB<XcnQv(ssjO_v&8?1!$@cYyD#ypxR%&i;fBw9c5$cEZFB%wJHiYNX
z<l6c3)@Z@7Fn7LwO=M^1AruC9xJLy9Bt=E#rKKrLO1kjAZKy{-#T@X4#>P2t4oc-@
zW#wpj`EXg;U}<ST-tZL_!&p;YJy!Gou=gHbabxMa_q53w8<W8{CdVRFk#jaVXE0!L
zk#o-3U~CgiG{H7F;e>PUo|&H1=S<I>?+^N(cW+fuV7q&!&pr2k>sy!gEUhh-q>@ys
zLel%&&(pTRg)Eqk&ZW-I<*x3Pp5E2|{`G;un?u8!qodnn;{YKLfk6WQFgCV5inB;S
zATZnNz|iX8$lBn@YX8u3&%k15&$X70nZ}l>+Q#vkx{>PI;VS7+rF5`TI#5wF034#U
z9F7p31x0N+`OVq6jai@|vg=aPs^gLI8ebd{RS*)M6C9cq5S-~Bl<pgl=HrKZ`4lhQ
zLE~1MZnQ7B!p{MG0)rEroTD6_ph(E!s4xYu0$|`45HOA){(+v8&=7495i&7P338T*
zbrzAFL@`coOn4VuDG>z`<p3iH=SX`ejzEOiIN;$A{!s>=w}E4lAn*@1cEmr}JB2Vi
z&<JPh1w)|~NUv~17Am|zJ!0i@_kgPd3q?ipg%5`xQhfrL{PBn&MdFM8Ea=seK+zar
z8+?;|m^*}TK&oF*s()~rKZZf6eu1f=Abk9iynW)m#ISOTaKt}x8$7M@Fg0^NZD^~j
zcNQlSd<Ili4ONs+DJvoNLLWm8Kd4fTUQbm;S5;X@Rhc6YT8w|tR8`VcQ_)l>{sG-E
ziGKk6@SRKqLdXyZRI+6G7Yu$t(F&r<h$0IiM<5OxC|SyYhofA?2@RzaSe7FYnt}@i
z_ks|HS}LkKYHGR~n)-krbaajM^iA|nnVm9(^Mj?4$ysAlEAS8Se;`@f0E93$XQC;#
zrk3_*XB;igIa!hsgfnDe?P6i$Vs7JVX6t5VD>AclwR9AnbM~-t_i~c>c=!i;1;PIz
z$U8W|!&l<sC9-vPIAddFVrgb*Y^Z<gq_(cEx+XSB2<cEdp-Cc34d5mEYN`h6YK9s}
zyI^Ae4@PS0Od3XN8iuOsr&TphYib+o>6@K4urxKcI%95QbJo$x+F9)25hU`C@eazs
zHE3*NZE99me$iN2`D}H~Vnh9Ad&^#5*W=;-XTyC5BfZZ@dS8xqzZ&U!HPZQVxZ}kT
z7y$4900TJr02c+Of%+!{L=-R~#{t4TT(DMX1R$~BTlcVAdcU(~uf1xwwfuH-*{!Ba
z+l`cYfou!nAK(blSh^uCLgvL%S=RNEv};AF*Nf8@N;8(r$pT`NSwP%I1V(fDE>bYK
z3q*SbGk>VM-;HbwkPp&_{k8i8b^8PL`~7u9K>&g1k>2mFxyOVy@-N8$L4kkZ`4^A+
z8;^=YF+f2u5Q12UXXJp<dO#pV+W`&*_=hp@3>}nwG2Y44@qD}kb`S?+2*sdW46=q8
z2L;jjavY+WpO0d}77D+h{0kBx5ClJfD#5$p9qDjA?xXY&4B@K5s1hWPG!y?YOv@s3
zgzaP9<H7nTgXI6ffD^KSc-CA0th?@MXYG@A>7zF3eyj8$)KdGfrS4v91JA!$Zm7K`
zt(mN<>c3RhTyU{GGcPYWD>XJfJ~BNrJR>wTJ2bo?G_p7%rXng11b*{{6u{(NY1w@_
z1;a%p<Cn^(DywIub=Ml27h2ku+dEggdSOG2tAbk-(|cF0K3rIOy0VHCjF+2RuQ#_a
zd~tJ=vM|=^;^fKJ7Oqd8?QB2Y-hQ&V`S9k({ngdo8%sOauW!uE+!!Cf*55zT*4i(X
zww0CD78I1HrRK%NBnJgWd3y(o+`R4ZRkE}(GPKm!H%13cO-+4ubzN08Z50)KuQill
z3c-!^F;t;0=j?Zb|9X6DDF0QF|B?_EMLpJ0sy-nkRvg0~<fDiD1N;PteBhEBJ{)aO
zrCw1C5}-mnq{778RJo>l{l6(xkiXO~uSD*lK?jO{X;m2^fU3G&6fz<d*1u8M{ohDC
z@Z+O6{8#x0I;6CBT(n1+LevBU5*W##069=CTejn0>^0lpL%M)1`!8$;2O;P)rIr7W
zi6{tWByxBz9pN8X{sp`s<We+$U`OM)ZGwCU6&t^NUVZVZaAtC62KX9r^9R8Kf;l$u
zQx^*g=j0*U!EIjT!(-ozW9PhJ{y-EZ`(*hyPPXNWXO3c<e|+-qCiy?$_z<y4!l*nP
zL_QBc0c0zY!w<ai#X0l;U-$vvn*THWgQ}7$`yIwmRaHp^QaJ%BL(1O?65t1hK&XpH
zNz?(B8eiofz&WVOGcRNfHLnrQKgiY~7)l)4N(gH^vaEnia8|){OjRZ|&oM4_&rvQ7
z&rwL->riSyBV>@nAv+<g0i1(SPf;gpi*ecv@t8U`lE{ZaHID&xj{z;uL4EJh)4pTI
z{^Mo=W9P%honoiGQ|BTJS2Ak0%G&QW4?h{4eRX-^&HVbumCer^JD<1je7e2+ad+?2
zo!yT+ciwN`db@Rt933~e-)?NaUE6%Kvi|1A%FBft2iNAGBJpbG%ERfI`$FKwH1Q8J
zGo;zsd$V)*=C0ny{qJ>TYc4!oT--<I=8dIC%Qx^e<1w^)<MG-uhL2Vj0YW@jzJBip
z`g&a5od*apdxyjt*Jkd_&A{_;XJ%^qGWuUYQ|N`UgAN+#i!nKc+ex~S92~jXH@Ma{
zKq(l_T?_SXS8EvmP*OQqaH$9ULq<*`@efHzo5ce+lr`gA-9l|`yw6x7%g@dLUJ5!E
z+L|WXlr9GuX*20)fqXF5AsIp1+J;(Mry)&}p%zAUj3G@DArM-+W{|d?xgdRWZ6+<D
zVWF*W!T1MD-IFA}Q)l!I&gh>81#wp2;H;j(8BEbVWhoZ}9ys<uL-};ZNSxI>bx!}3
z72_YQiGLsj;!t{qHjpltk&O<q5ab1cI1DCxZDV^KV+S2$M_m&qNYB(+-^@kd%vImq
z?WDQeDGL!~VBs#;X$yBl3lAd;4`WLKV}PH7qU6AXfIXN4dtl^)8J++$DIgFqg1|Fg
zOJ??qAPi6t)^<ce;C2|9kHG%zox<#$!X2E$S;8Yx5KeAUkh3V7i{TLHXh5UfZV~t0
z2%v-wBllzEH|c~r5beM{8)ZYfg(vvIjU+F-(-dX_fn1DaPYFUZIS&B-K_DME|G>?1
zxlOLzI9JwS@B>xPW%(Bh4LSKBZxH{$;fEtb)Z76i2=D`#1c*ij@&V5?5orOc0fM~)
z9$*4;Ak=~O$X!8fBI`Lw5g3OE1Vbr^g*YnU4Vc2;P7!|i0)e0nfa3%`cO~3{<qo@3
z?=yja00qJ28b`nbcYYxLLFTlH20EUIC<Vir9+)7IRGuP=hWrx|J}-QNWZ41uL6Yq0
z4fp}+Bm_Son}hfVzc2U)e+2}BD2OcouL<tN{sDND4Vr}mEkr&r5&Qt$1^ffEzeptn
z0?8LlLJEcugu!0o?hp(PVO|^{AJ97wPp3(qp6Om*8DioevLq5zzNq*mk>rRaIbM=%
zU=JPyKV*7J@bDR3aajaL7@Xd#B4TSJ;~F9ph<^xA>JCln3r-pcNFMP`8JDC^Qv^oJ
zoKx~u+r(>D@z*RbTs4lmdOBiOKXgVncv>r9Qp10OinE-500Kecqa1$t7FU4jU#kf7
z0<kwC5Q_R14xu;?BOk`qQ7`@`ckv4wBY#P@*#ajZBLsfS=uxOZsDmF}A=tvNulb8*
zWr%`8NC#sWP(7Fb6BmFA#w&h(wX%1owaMC;lMWi!(f9S4I0`~cs{24w7=9C4;5@@G
z4Ud^=e4Bju%1Y$;!65>1j95^lBgnNwKp<p|L;nZ18F*EJrr^tR?17jE{u1+oPy_j(
zD1m~I&2zXCPDgNn1V@h@=Wm^m{4)|ys6$?p8eWr{o>Q8h)0&=_wLE7uy)J8rrwQJ`
zN_;2O{l+wWhc$irH6)#?9?dE)Qf&{Zp-;p4&~~4+vH0?ZqSl?pkw=49-&|h)ytw(}
z%FbUlZvXY>&R<s6f0$o<e|hF$aA>ciW23I_dfBDPqQaq^oZigL&a5n`BRjhzCx@#&
zJEt=(t0O6`H7>O!KCL4@y)!YZ3&97edHop$1KCBxIVH%#7%MEFD5^jr#uNol)XZE$
z_Jnk%jEOfY>*u7+^YuU=y4KqJHaq*bx(04_Lj5}(ecP?wo6Vg!n>yAT+twRe*BVKy
z_021_O^ed{>s8XZ@|u~_im9T~vAm1JIfVmR`Td!BeaKvZGV}YhFa-khP&ANH*q2_=
zn}(2!d{~Kgr&82KXEHn=VEB-RCrb@6Np;bQwb6-EC`P8}gqo=M>c|U~;W6bXlm~`_
ze<%R_;DdTPslX?o&^NG%%O{}7$FIoSr$FqJPo_HJTo12YPlz=<JagPVazq~4B9AP{
z-7^#NfV?u?sRwi#vWie5bOF5Qo&Y(C;+@=?L~#yovG#Cya3cYJuycvFbteA7+990e
zNc@AXbEJc7j3fS+5z7Y(LJsobx&r@>nfa1u3QCRS2;l|qdiKA7K!|Mo3-HDdzE2*{
z#Q+5n5Kt5tbTKHnI5?yvIIJ`z{89+)8ki7@6dYbk!wCFqD36G(j*15bQGX%13BUt%
zA*CrcnLHw*6Y3)4rQxweJ_JXW2S=6#M_wXDlm>;D1cqJo4=w~u;sXN*zihEjme?oL
z6Yv8?I3dL&$xV_dk|fELERt}gh$IjtJrV!l1G9)M397Mygh2Rl!U0(r!SqS_5LuDu
z4Y(p84{f}cUvPnca6teRQW%ITHmcjGbcbIIi9iSfnB<Ds_?m>2del|3a#7RiFDV}>
zuS5X)RHbyPyn5nN#aL0vKu$py7>W2KpdjUlOTbD1IZ*xu%qxIEARPduVFDq9I1K;b
zTxK{x%mW7=2!TL_nxF_0mEfrsFPF^!fmuMn{DB1X2U2c;KPk|kydXeCz;YoZxDdzz
z6N=zDK|v^pXZri6`S<`)z~v=6y@uM_2b?`GF|lwnFmlj4WuvKkR$bFVMa@)6#aLC%
zL|wyNQ_E6E*GgX>F?RN+jhu{)T}(_x<`y27mg2MLe9l|@gAI0Y;0Q#tNEGMck>KT(
zEEcCoB&pussklV(^UVzK&k78{2IK|@=Y@t8gohVJMi$4!l*Pw$3ZgbWy&)&Nr2rHJ
z5;4k$q|)*F`e~34&CPSLgQ%^YEUy6n(4C#rlA4MLjEczU60(4xd=StDg!O`gkN^io
ztQ*B)05yT<MyA*|gQCG?B7+FzWd!B;VZqP>h{couM1iXn@ecvuAA-R@5Mw}+V<!p}
zgkb&<#^Hyeu!xHgHU`rPlfcIZtOYOtkOqq9Aozhv;2&@i&iMyeKoFl0L@)zr2S5(o
z<iXz`krp!k0h=TPAuux}@DJc;h?n5-1LGeEfgoE6;Ub^4@$PJ=IMG3S1hfNF=y2hF
z0k;6SnDob$C+#?1CB}wAE*SFw>>*4BesJJ{vp3YnZnBrC0rsFUIGDhX0JvTV2m~T^
zU?~H88HPZR5riCph<6pi{DA}<0-~QF#y?|bFA01eNX)<u%L)r}KmwQ+xCp`|yb+Cu
zUBJ%LvGohUp+?>ZHVn*0Ni-0ML@B<i**P5rg}uckgXQI8)zy<y=``xX_4TtT4L3Fl
z!U@)b6odBp-rkkr;hWRbKp<e+aIkq3VGtj8cRvZb^YPB@_e}40Z@=5U!*u)Yom+2i
z!8u{``6kGLwI}PVghQ;aK0^4#+A7xbU}gE<@{PL?8iYWsKHOM;w7Chu040WlTRUJa
zj_JkDHfek7#nvYD92CSRQ4r78R-ddaKZ5%NGB~czAp+yp)C7V&HpWKQMu%5Nz&{MH
zj*hO6jIIxlt`CiF3;}_d*c_YQnVPvXGq*Q;?cP-+Xe^@q@n{K#62wA0SzdX}^k^At
zUfy3`*<V?K6*jCYo^5SC2bHmR_w9p+ANTh^KY8-Q(`UbbcJK$8e*g49(6a+fr<VXo
z931@d`STxNy!g}0mw$f!`Y&(Z{O#@ApWeOykN41rLt)ChcR#&_-u~?k>92|+DB>Lf
z67P|kfhY~)8~{B0{QVFAkm+ZP(nRPJ^z-+h{_(@7fBx|KzhwG<zW?-JpFjTBhxh+@
z`{wVjUj4_x!C#&{`H?7y`=59BKHS=U2Ltf+%@<26Pp-|A9mLF)-KopB#wIp#^aci3
zdioYSyRWx*BK%^exfxj)6SZ|9ABL-{1}iEC%FFx8F7=j{beER&R8|ZEifC$_YHOY8
z>Vz}H{NTWiv9Z<Z>CL$-x2|2gGe5sKH@7o6wKg;a-e#)4exRtRF)<N8U&ss!x3l-L
zJmY3a2*g<~{gYM(1~x{<_NJyz7M5<-HWFv&ATM!LP*5@uh|EkW-o3eb26z}z5ZyO$
z>Ox3(!6@(^oX<dgnwzho(b`JDPkS2>2&VRh_709fVCEZL-OD|_D}8;d0|Q8F1qeYb
z#PA4)8?b#~`K@aM19)|{e_*A5aAjbK)H|@$-M;|-p|$f$bK7Mg5cSRDbxmWnjU;Kq
zC{$Ai76KFmSi!D~mpY0{+6peV<`p$(=hbIqOH<M+<C8AM#1%zG<%Ndl1cd;BKpz40
zXh;?#144`ph<JDEA#wq76~#EaL;<mr%h4&q(J?|k>g)^yq9_;FXjeD*8UYEwf><1k
zALA(8<6RJB$#3MpHpD$XiMl-C_CLnKCEDIO$`0VD6GdQvaNzudja?vQjo1q&8(WM9
z+1dx&JA^nmg*rNgIXQ=OJ5X2GNH<ZmyGN{tN1O+k2U5JJS3LI13&|JWiQpe3KFQv`
zNWK91K$7^Th#~x6_DK@^CVRsaA|TZ_FwHM0%`Z6JpUE#c%{LHc5m*);5jZmFbQ5Oh
z7+_^BF}D;Mn>w93ZKJCX_`y_F%}_<fKw0^u65t0VioL*4ZvLRE%;5)a0dW+8P)48w
zsulFWocTW}0ej%0APm%-sA_<+0_ra$UV@ZYFj-}U6)^!b2m;ukp)40wEn$@)7oiuF
z!J)(pnyf9y9#Ak<(Ns~<Qi1J*s*bw4o`#0LmX?98u93dJ$;ngZ28Nb~MwUj#XN^tH
z8N>ep2!!c*V>4?e8)GvY6LXTOg{_&TotdS*`56ZbP!MOG075|KRwT3Y&SuswX4cNI
zhB#~QX6@u*?=E%``?~x1d-w);`uV$id%Jje+Pk<|+1gp0J!foYVPFJq0rY~tn!1jP
zs<x6cTr9LsKqs`75HF$(yhLA3?UcIuX?1l&HaxASW`HSb>X3n|`YC0#lgjER)ih7z
z!K|LXsljPW6Jsk&AP{F9oDqcK=n*LLiS`Le4UR5~O{z)FZqF+kKzd(g_4S5^jgGe6
zzU~JDJ&%TZp8|mx?R`1c`)aKF)oAC-k&frX002;_hsgtghx#Y|P~DROh(L%(5DNDw
z-^*ACL`$HJDL@V$_SD|*lHTpC-fgekZL5Hd!<`n=?Pd~dlx;N>Z%7Ma_yFbs6a<VQ
zRw(}h{trdKByKg868z9wjvS4<?Ny|Xs(YPP_dBZ}bk_iN0Pq0p;Sn}w0NX%%1oaaO
zLF%hR8xw(K06YLr0O|mo1~!syCjk$FWT6;%72pAp4}+~>9-c$P?Jq_;NMi`IU|<9A
z1_f~tf<Y0Ci{LLE;U8LoF>sOrc^1?jf>^K!Lm(JlLKFlG6XAXuO_V$`)bgBW1~q{V
z#$Fss_&ECNpY+x}?yh~@C4JOcv)^9xu&w4{Yt4fe>4RqJUQ69hbL~c>bg52yrMhyg
zyu7QZxHc!hI5jIXJ~civF)}0}Bq%W;FgYMN9hqgpVTIw5@Y1P@iK~lCXiQFR&CKq~
zLuZ7GLzl|NDypWWwX+S4*P2@v+B$A@cCYmHujA)^Y~uFi8H8k^@Ug$J_;_*Y@#2lg
zOE+*m@ED9GT&Hlo0Rod*R52{`_KWSEgUzj{$jDe(xxct{XZFg?vGK+Jf!X$sv4+O}
z^75Aag6h=NqPV#1@NlH_M7p~N*xP$rop-UYv@<q7XK>m=Pv2Nm8z;Z6imH|pC<uU3
z%4!NyRZ^B0PkG~OECf~m@xvmgAk=wc0!JX^HR7WUH8lVdCsb7lemLYGFp7zINsuh_
z0zm`n%7R!?mDf^v36=N<R!QVl_+v%he|408Ipq|D@I%TAwTeUj1N)72o*<tDl0aVw
z+as$WE3W5ATM_N}H;D*34hrj+)szVfITWiP3x`N?I;Rm7-~Cuywr0T|fiWJOf56J|
zzQS94QK4ptg6viKY_i5-9sJna0q{GbBg6~eO<_v}s^nPd{P?JfGRQ!#<1c-EJq&&j
zj;CzfP`+ot0}w<-@&Uztxn~766h8%_jl;r@lFZtI%`g8S{YB%;HOR;Z00}BEfFca?
zIQ&3~S8O)fDJR2ngs-jaRFt2S)R29w^7V5M5dJPQbU`8412}|i2Z;|+Jox;GDI6;W
z{z0||*?|&1cj4U?*Ta&$7{-aSlrD1qeev(we`oj`-jr|cZ+_F?_KxzUl$Di!i|}j7
zm<Jj8pa?&Je~?K-JS>;Gc;uKEqQKb(g`wB5+A)cT`JBfVR~!{qrMMtjMvQ=DkQq1t
zfuJ@#9~7|%4X+V+H9%;{1Q22bI0R7;R5w8<L?#qdum+D2VLb#tOlW#fXiCO4;cnqI
ztPc1=)UPh;(-8IQc=nx?3>f(hnFo%X3mI{YnGh$>hUP6KSKcgY-K!he@1A}>vG8_o
z_5F>l&uh0nZ|;8H+53EF@8j;>Pj_$wd*?0u8@IL*oe4+BS8E%uR@YvxtiD`cd9ifk
z`NHDC{KC_#S0ByJK1ABZ^z^+cq+n3!;okK0-puUY?3KN_Yj>~D-(OgKxO4+|{f}4C
zn`8B<f-p+`J64w;t=`xtE$uHaJb>fn!nHjTHSW$|-Me;WcW(Cf?B$&qU=P#Vm%&0@
zzBMy*`!XI-Ozj|@b7T}Qf@^()t3CZI9lgsf;2&D&Y8t02q+=x&gM}qMxrJ?+EdL@d
z=~6^Ad~Wd|DAv(A$jVx5ZsBT(zzF?wTH5C78b%rl($qB4(lXN4G1id@ZVy~q+D3xF
zKWO9HgNaxO6L>*r>zZoondxxpo9XDAACs=Wg`krbdZ!>ueI_)RXo{Wz6HVdsC``ml
z+&jYHoIVmX49?303gU?LFbX2V2;#mFc6vsFbdBs}vez?m&^LA@nK+#^aXxA4a>~@z
zz|0LgZ7!0_&|G9hayPN?FtzYBBYDYX3U3F<oCLQA6EjbNc`$W1k_l7r5}Q+OW`QgW
ziN#rOi*ukL{LWbW!wZ5y2-`q7B3k3V*fE4|ke$NpSY9NuBLPA<x<)cZIl2mRa*ZOv
zWzj8K=%FA21;H&KP(4o&d9ip4l+@weC<tvXMN|Nf3K>EGoB+jr&;>vs#L3_R(Af&X
zyMmd6(7@wCnu6){s$6^u8&Xd+CiY|=59hfu<m3Z2s6!UxACBc*cr*9`0EQ%4EJ2UL
z6bvDZVv{_)P*p*WCkGxBhY2F=mxv_7lTUXjkwkO^FT@Zv;R%V+;Y(38kuw!oKig~U
zIK4GzA;c^f14A4QU?Dg%I6l<TmGwJwV-H%X_n9c(Srq5&7Dq!SC$~7k?Sa7$WC7s<
z$;>u65rN_nLP%MM5y}|F$49#0h7XZFY#|>H#y`Nl6I(?a=AA-#hKzsk2LGUdK==ZF
zP!u|50)hBK{sEZ~!4Lj&>;Vn*9AxkVnLprjX9*zKeIi3(AIg>NAt4craX67)@(_az
zkt@}cYF=bm?S<}j;taB_7H3LeHO$0((eWIci_i#(5AhFvfklDAB|+g8p^-J=vGw6`
zE#V2^A9}))`$Ccj1CvMmlE);;6CTM^Zb_G&5@+obX0799&&1A}M$H<APoE5#)D4`_
z3>ZgQmN5?_H1r*1M*T4DN9C95>4(Mouax7D^AD<$QB@cjQFIi4i3;@UkoUwd>2S@*
zS14Q0vFQqR|HEbF6A$0|8;dK>AYY0%<Zq-n{adaMiu0iTE6b`&goB{rEpx`eVIdm_
z{MY6_5-h2T)^lvl^3gB1ME=q*G`?Kw7p5G-4C<0erZ3zQj$1u^Yi)<C`ZafmDRs%A
z06ZKU<%=s${1@9Yc7kom5g3DLiZ559Axy-MD`F%dYRDRebVvu0s{>da%&8%s(D0hj
z@SKFSJf^ihF6(&A>Umz#70+r*W;G;0EMT!RrRg`J?Kh(1JD?-!(hxPOI9BM2s?7Zx
zoMXGAFV2><-)bIvGIZ_D?CSRmH(~zp<MP&zOY1)@-1s;<_iB9dao@mhOY3@#biVY`
z<^25N%<SH@j7~gnf!TO+3Ld<`b-W=Z4b|cL)QraD^rob==7iLigtWHA40QkRNY3g^
z$?i_e?Mct;$;|J~Ea=NF8ptgk$}br%xHMW+F<x9XSyDB1spc|<#g!8mD<(>-rz`4a
zYnratw=Feyt+w{8!w90S=VoiqMswGCL;Gr7%d)g-sitwEx}Iyks{UG4-CU(~wj4}F
z)nswmctHtz<qu{T^kw3G<;w5Hl<Y!5nFYO>fFE+ZlC!Y2EeYw(@oA{nH^jp2A*nVd
zK^h%j6CGcDsJN=A3ssS^l@YNO;n67cqvBtJ*b9{GVaZN~^?-bD|0DA8FMzy#^Cdp{
z67M{M%EZ~8URi(~IPD<v$Yjb8d89L?v1FoDRQ;GxI!qS13r_Ove;FR>;~yE)nqnPX
z83N%FWA74U=NxV46lLoeY3&I3A>4+^7Tp+uK%iqIx;FxZfR!|PKI6X_Dht#v5;!8e
zu7EEDh(Y{opj-?u{4b!NefFC#i^lNwK{Q4lna`u!bzp&i&=J9|fkYDv144>|!b)J`
z8x~a_9)n{AQm!iELNyZ_RpGIfq0!~RQI`TEN&*o)0p<aQ38964A#h{J_X*6C1muYQ
z;Q5g0;hpX-Nh7vFoDBa8R|@h-Bnm<d1VRo!$Qvo{Kp;>*#pMdFX8;=n0D(Yfe00f&
zZ4tID-=A%#Z$O@}Kf0^S6o9_uD1uWV6=wdh^e3Tjen??xcrhL`M#Waf#?{0n)+MJR
z(;T+mJp~sBic5##1#zizysUD(q-^A3$zX1NcWP!!d{QltiIDJOzzhgMU=|SQx{d%Z
zp5cW`J=N$@a}PjCIy7Gp#~y-_!oU=ii+VS@=Le8b`_4t7oHGw-2cYH)`7?6>KMXnl
z01zUd6iDe99DV?A5E_ynLZy7{7a<V7D7Z*)c^2#J7Gdv*y9^(5ki*7K`UbYzx>g!m
zmKqus>S|^h>X5mnhK07)8C^mktPKq8jf@;kj9tvkL>3kvXU>SNth}wQ{cUXn9qdCK
z9m8B)qTEHXUS0`eags!m?CqW6>yzf^m+tSE5#XO05Re&&Bn~S2=VE)p!V1D8E=EO_
z#Kc^RjV(_~s!q>n$jxm7=THhGh{_SE6y2_;Fs!ad56Hoyi`_Z7t!WwciAhzl7s?`|
zN|4R~a}3}LI6i)`eIW87(;LNoKU~VPYge2GsHfA#A$bc(;F=YX4XXz~@Cl$41m(f=
zffxXy3kWd43dsT@g!l(81_m%TAglmX09+B6J;KGXa6ycJz{ZeC0{26}CxwrRC<O*8
z_$u%T+yVli0(=<!13)`uk^E%x&kBHbLjaTmXao`v2)2c^k#ri+)-q+&8Ug@9z~L>E
z?A@4f1bBmN-*BdZp~XB*7^O>ncFRB%fiEEtcnQD;{3rl#K=K{uqr#BB5g>5zrQn_z
zgnV$p3IpF1d|v|a<$~!7fFI%?kYte#V+X<*2t}qJG5mZn(JcT#2tFzj@w))J1>gcW
zEpIC}aP7)53BVNySdn-$5CY#O!S4be8BVH_m{=eXHOZ;<8JR7)c`$<LD=9@$V5Gca
ztg>>Vs%oOD8k(%GnXHjc)z(ed*Uz-HUhC{y92i`mnAk!8h=uw6mF0uAHKb9z-r9Pz
zv-9ru?GJl<pYGrPet-WDkM{rY_|YFR+~5D<;e*fj_CD+)#sV1@1TBD_fZ(F=1gOLM
z+WzVa5Qx2HxIiq?aCPPWI#Ce&o9J$N^9hDG*B{+PItE5Jo`8$k-a6RXI>3;$c>n|g
z>)g6Yy15R@;whd;+yKS^3gXHx9y?4=ZcU7DjKll^6vXiA@bKyoG_pDb5Mq2|bYgR2
zYI}0#*7WQhl=x@o&;yhneLz<awRiQ}-rUu_>+^RP79T7x@2{>sL7&j=omacNZ|~jv
z@ZjO+{YT&LKmOqn)BfY{_a9-(Q9b@1uRebA`zKHS@Z{+qpB?;oaPZ^v7k_^F>MyU~
z{O!$~pWeJ>V%USw#>6*2;ni1f{`&GY=KM2;uU=z*fD<4h{`U6$PoO3~eEiRkpa1^p
z^FKa+5B-z$`5&J?|NQaO-|3}~fB!`K`SZtre1`J_u!qkwefqDDAOGt;5Qw*bfAi))
zUcUP2`SZU%JNWaHr$0V=^2hy0e*g=C=SVlVUaoB%tiTcC#{TsMn1b$Ip4pk0+#DHQ
z9UQvR(>veMIopCNfBk4Rf*#6yN=iD5idqW_Q1@vmC~U!KMMZCobf}?mytQ?@vvanm
z=W74J!qCv-$msIu*vi=WDjGvW3;hGvyL(VJnyRYq$;qvWy?`$iItWDAJNR0h5g8iU
zqlB%0@;vF(`I83Lr;ThuL0DM25(428D3(M81|`QQ6c-jYgT!cTm~3mE?e3cI>$@>H
zxC#-dfS`(=8$I1i-Cc`aoeP~1w>km&z|;Z$p<@vgL|gj;L=!PX*J5|i5{yuKdS#+f
zSfeoYF7@<5i%@qj$cOoko@;GgbFDZm?K40inp&rrCL3F!iH4Sm`lhkEh7oD~P<8D<
zRZU-cRnMi0u9C8ji>0lF#Vxt{^_kf<DQV^LiN#Sd`C;K%fv|w^2NHn)8VO!Vh!BGo
zi1YL!xue5~Ym_tS0;g~%$3r<gMYuRey1GQUxkkIW#fU@@JcytRBKJ6Vj|2~T{(xVb
z3%J^0AsW=Rfq6W#t_?!(20RDArBu9=D9+LCf`dyeE~0E5qv+bnA<V`h1kMjO_JNSC
zqU-`~WwNsivbP5Th<|@jD7FyW>E_D*4|>Llz2e36-!K9Ha3zu?u}rYJAbE2Edq@WS
z0P+En0DcHe_k%447vK;mIKw9}RT6+X<3-{aXHmGl6P`r*Sirl<-02kHnNwC;x)#V*
zP*FS0um}AUARm-KK0rE<vP>#Ua`FLw1tgY*0VaVWEl@S!MFAy_Kp+J}5a5U7`~$D8
zFbYB_e6SwMyq_{JRuTxIOwv$+lqh9`j3$(|n6%YYAT3p8Efr<W<0A4wOBFK!eo)gB
z;0GOoA5NVzKW%7XWORn$2jg?#AB>C@1rWm8#LU{%+{Vnp*4)DGsPKidw>aZqe#Q}k
zFNFD7Cvy-H=bg{mxLDb_**Lm8xOzE>B(5GlZeBjF9ujAf*umM|+TQuhd3$q9Ya`P$
zrwsAP)JQ|?l$wUVimINH3XZV$2_^6kI!cHaQPEdb108WvT^$qzbW%-?O<_Y7HGO3@
zeI<2$WsQ@nnx`~$jCA!)Po1_fGPbg?u(dwx=xFWc;ppWr@(-7UBn3t1#UxiGXEkOQ
z_FTL)R#|<uzG1bsb*rl#Mi38&dI*6S?|V7k^J={3<!I;gVOSra1m6hHfu}P5;c<WM
zBY+3wv`_=5g$F%wT>xxQPXhS>`~dJnZ#|~p@0Q-}s@dzT+UqzJ7zP@JFGO4A?UpjQ
zKmc{PSy!|nEdUDvZPs1fswaa8xJEGB2ZA5&byPEff2h9SRn6X4y3f2F1ju2q@##<#
z6Ej<2mJ9N{3APvTQfL7P!TE<Thh)xxypJJ}53Sho7b8SIyd3Qy6y$5<!^?@Tmy<G~
zO(Hbn1qmz!*+DS>ht`7;AP`4IN414`j6pKcASVrq7a^Yw3^4^Sv2Di2kOjmu*=)ch
z2=JhzT}Qj$Bi-+*+3&7?*je?Uqw0QJ)xFlLyDe3Bo2u?K)oeA?tkzdANUJWFmkpJa
zwB{95rf20Pq$EctM2EzN2F3*V#d!O~O8gLulN=D39vqSbmN+W1G&Z&(F+rM^+LWEu
zo}brURMb~mI#f|PUL(b|4f4OPwzkgWH@~ZUxfkJIgB#@eGqw$@pNUCy(!6tdW)D`_
z*XQ?_ZaiIGdwz5C_15;=Teo4g{o(fR2UJ^_-ru_O29X(SH=ixu05N!HVtQj}WT~rX
zwy|lXs;c{9aZ`47RZ=pjHeBb&OS~gRqCf{n@wxLZrsmc-!?koyt7+&dt7@K5Qahof
z3K8}Iv7W(7$|^GPDGZQcoy{@lcPCW8`wmirPH+T*SO~-=P^lD!QI0*Rqlhd>9WVpO
z8;EuwsVGQ*AJmo9h<RYrP}a~;L8{H6)K%3XHB~iL6;&1dDa&huycT(++WXZK@Gno4
z6^P}PVtGTxNXSUDFRIuAfySoOQml4-qyql+DZKR0D*i{`ofrcu3Lp19;Ov30e)-#d
zb!LU22bp;Sm6!#3L53xKbCi{&<yCLaHpmb7R~o;(LaLP?;~X%06m{UE-&oI)ndw+@
z(}pjG%HOHV`3F9a{9Qoid}As3%E`5WBx4=~H-m3559|YChlqVx*eZ5{;gHe?#Fizl
zfCW??4;&$Yflep+IVNwgIf;DGP*;UC6~yzfC}@T+t9U+tZB_DhDmG|Yh4d5JJiHgZ
z9hYq1$<Ki!5bU_gk1A^jUvnH=;fV3LE)4krlnuW;`11A0lDrtnNigSc)W1(n9G<<*
zszvtgIR0Jx#p%C=);N6M-@46=e2}pUa%kaSZO{+8%<$nGE79;8Vj5Nl9sr4<;}pdI
z<P>5U7_<OxVGL697*qEk{(*ZwXnKxnd5y>=fDmx2VEhB@9n|5&%nh-{6ROA%hx3C6
zR>e39F|daTZJ!A($+#Br4?`O6fFF7RKWK@1^gVkFy?f34`>jHT>?1}z5~qT)uU;r!
z$!XZB?0wKWaWHiK&CKeD`K?c@cfP;5_ruoR?{D4vynFxC-u+Jm@ZUjr<trp+l6m9$
z^R?B3RcPh;%F6TQ8wX2E2a5~Ou3vvLH@6Q2;_~HtlT&vmCXt14XKMP+%<L|1a<5(A
zTUfY{UJt9Q#62Q&le${4#}~|Y^4Z4v({=ReVBI<}ME{P})kn)q50@71FD*R4BM1z!
z27nOP=60_DftbBDJA;QO(5>0oJF~N}fWUq9*67&A(9mlC;A-!{YFF=aYv)2^>zuS<
zy0V7&hoX|6yrTBZT=IX2ODYYI!eiJJcduxB$G|gIo+jqb25_d;KdYf-rmSY9q7L&k
zLp2Q}Vj;AQ05$+=(1vtPbYwysQwVi{IQf7%X=VmR=osTwnpw|O7t%NTMVagBo9mr~
z<d6ev7+C24iY(z5p?}CffP#?gygu?S<sbxegg9wr%Vc-bh@=l0+UlLQ(K~IcZ-}<N
zzLCR8BS+|zk&}V3vw?}rX%kmNQ^-v&BQrN6Gm){G$i!S^il}0ehk`s!!8U+!U@|s!
zhm1@`MkWfvL_#3EC=r82W56=P?2N>mQxNBUK|!1a1pzNaAQ1M!)(#=ojv+Rjf^Z7A
zcZMBA1iTaFa&(R)F<V6xAYie`N)NnxPW=>!e_;3Ns6_C73N9ivxabKXs`kt<flLfg
z%_otCHG4eBC<s_0;OQ=L4qpmSeW}9~Q2`i=N$5NU9D>dKb^bwkbj;UAZnRj506(w<
z3L+nvXq_BFK&UiFAZV1q59Ct;)PW>3vY;t6G0sgyf?G1<A7m5+Gl*am1X830)PVyJ
zG-N&!+)4uLrzvEAfwu#3Avj=g5&$>^tMbeF2g=%j*pZ~Nk?h#w2n%gSM6eDZa`=JL
zMWY=d1rP!cPn;oCj;MG<2m~IjV0S3T1pQ6C5<JB+_(8%B2y#ha{=h`=gI~Jumr|f0
z{E*Q772zQ{0S}5I=Lf(KSTlzoFqH8R41pj%gi$C0A;U)%coG<%r^21s3;pTD?3BP+
zaZKWL39%4Nl1y(1$rpehd~#9$^7SwD4=f1`DGv@uAKv=#3oYUC9pQ;R;mQ4>$wR@(
zBmUqYlEys~Cq#*p&I!{F@zXXJE}x6NY#udj6h3(>WI{J^Ow%900}LOA)qF-c{GjeX
zp&l@SA@x|7XIKaT1DP|BKZ8)97b^aQJ#g{?@PkapcmTfOmqW!>DS#7lmf$xxu#vQ^
z>Nh0Yyd(P}pIPx$;ud~UY!~Q_WJ{qTtoCq0b^s5_2cJm|F6JpA@DIWo<ePM)akwhJ
zF<&*KkiD;b1HRpmLkq_#1%Y|sB!Ksn25DMRsOJ9~&mgSx$f{&$!N0uh*Z72ETk<uA
zK~6P%<&CiAa*?gXw7N{76u8*piu?m8AjUt?7leIBd`H!N$G9|nV5>Dj@|uA21BV}U
z-DmaP=T3TD)AzcjC%ys%LQ`^C!}qeb--NE;sJ`EzzE8KddxM5kxq)Z3b!dxE%3!8+
zsb%8H$illT>pv{t`qS#pkI>Tk_g5F+PR$++kL`E&-f3!CtE!&ASTdcHKbn@=mz>&}
zklcD9u^~30J~mz&n@}B_P<0`(GCsL7A-N_or7khGJ~6c^F|9Qzos^u>nw;6jm6F+>
zlGUD?-I<Zs4HhD&Xdu62sHkkL7|a9gASx#cFO3$Ijue+;bh@%`R@wv?h^5AkWl#{!
zovRJ)EA_26q)iJ|_17!vu9iu!T&kXBLh>oFhpE!4i4p)6<)ekA!}+L37xiW31Ager
z$nC-~Gp`$?IfcEsP*ER*$BLMemeZb;-gE)XLvkIkhu8#Z46ui|s^|+x6ct;AI(Q_J
z4@iHw6cz~sgc8O-pwfNOKL~~oaDE{8LE@K3^2IRU+b<u?7>3>$^~nWAhAewe*gJTn
zF~Q^^-JQsXG?9C%$UQ|QO6GD$@V$Go2Pp}1cTa?f8)N{X3&=h84+{_N5r=ILIT8P0
z=NM`07{P=Nj3hhADFS}Z5W7ABs0knwPtoZg83!T2TM`9<>k80u6hwu~297|WjtOPS
zCGpPo_CvSpTpxeAvjHlqha!Ii^m%900gwZPN(6-$2S=1pq67|F^rf(vve0N4K9mGT
z6bFPC`GpqxhUEJM=X)fbby!pX`^MQAY~)5a8zG@ccWpE(3J82a=}?d^0jZ6URzj4N
z5(N<fQMyKhBB4k(NH+>Y#`Zhk>&IXG!Qt#WJLi4g&-2{(>xTZm0S>qlrILa3{Dftf
zm6&V$>A1Bda>wuQ&7i+V{zrzfKupmSk)|jgR-_YLP=+FrHCUua{mI>5Ji?+km+$#H
z0JFu=-;}dUg4K~|!iKZjJzrdSf+nHzEJBi(jngwNwSBL6`O0$o10Z>Q?9(p}=56K|
zJZ5tD<pM^hE2_&~%1b@JwE6>No`5LMq2V2)&ZbNgK1M~6UBRTTc2JYDi0{FfZfZyk
zS72{O6m6Xpp4vR0?Hqv5`<p&Dz=o&6#jM|yKNC<dDj)iOb3yFAnZ-OBnzz04?WrOn
zp_Kv)iiFWiz_f!y2x#0Q>^iO9V1Y0S5eaG}cC&%2uD==c`!&<IxRNq8F#dP#5!6=0
z!)q_#ey%G{!|jokTScC8`A5h1ZyxL0pAp3)cyuVkoP`YJSUBhc#<=KG16+GH0AN&I
z9ZgLGU7$ZLOJa$-hEx&mX;NxKuxzUcqIr2EYyF^*@zXWl5>-b}HqPwZ&k+uC+KEpS
zo=e^~th{-vdSv*~cd1PY@vUpsoD~(^A1b&%R`OCafk*;U9oOYP%c$sa7n-o~+=4-1
zNu$yx&?O7J^iqQ9JTl6={NVF9TUnN(`zmT&hZ#~pH|eHB425RY9U9ilL{X-tc;3KD
zXA-<A1?%t%Hb(^(7cM@}L@?<eQu3><e!Q`aNKQh~v$RKJYDVZ1!1v?_Y`GDp{dc$1
z;9YB3TW}^KV3vsjO#`CPy&?*A*jmhr?(};>1S$~HE)e7^o9MpY-^1g@D|z#wmO1pK
zl7gXYsql>sX+B*?OX7kuodre`qejKX0q`hnbTMrt*I~@k>%>JwwjxCozM58=y7`H~
z5?6<VFr)T0`sqMMJvqT#+tbfspy}E<@!_A>dT$L?5sxe~N(CNKA(b3_aJ&RDEdaDq
zva20#;pFe-9_svGP*`N7aipXDa&J^}Z%i*?_!VQ84Y%ZVo+fk6n<fxh+3j~cxm88%
zbCap=e<#+)_olC%l?&GV34HwWD%fygZuX+JgWT^rLh|=LoXnDn3_V&Y+kj#<LQXeC
zQ^}1T<jc#j!qd|Q%GkyT9*Le?vO!a-Q!}Cd0ha=Z1hzPggw%eOq>%jusc*YGZ|4Gq
zRGc`C0_0HpK9xT<C%%hX-P9WK@zRp=_UVZA_G+60Ie`#Pdt7tkS&7k&VS8U+PjBsQ
zCFZd>?>Gy6cq8<o+s1iEXqCq~n-Sv_8V00Wp@QDg#5O+8@mQaD@PkpF!FHjb&HrMC
zIN$p={#uA|ZPYVtV!uRK7;=As41uh4lFn?-kdf_YODrM_G5nZ98LF-i@H6bxBKeZ^
zW)U4qjPExl6aH|CC7?C1M_C-z7-ii5a+uhb-*QNi{SQ}+rC?EnZy%Jf-JTA@3tb{B
z-HYh(f9FCVI5}1mOSb2XBoas9fWC>ey0{oY7y;~kq~-1r<PG4zGO0#m!ku6}@u_48
z)zSX^2z@MJWYUL3X??u?*BA=LE?|jJPx8V%Ja`HA>4bY6s@f$n9|B`_IsN+a{iE^3
zrAP{Ghx#Tit*bgq$fR2{$0s}|$2-MDVqD3}tBhNFFD*3c9>+Yp?R@<s%N}2rTJuBI
z7FScAmF@keAM<jPKk01uwpwPU)c?CX^Xio;6H77@IX50ZI|b4XkdyTjhOA`P@zbOK
zj%*bQlZ}L&)sp2TC+h8nt70*_x(^>d{Li*|+|*2CbV_<*L34Jpg<_Lx0=c?sh}OFL
zweRroAHp|*^sBx7<wC&&Fi&$<b2H>|kmRzuk5^v2ny$w+b-}8-I{O0(@v*wmU)N!K
z!&T?Q`{z~r=lcau3l^x-;I<lcuQevsLaQ2r?Y#~PD8XYBkKcX_tGCtivX%R2n`N!`
z?*5EO?)`oqYki(vgKh5k(!Z1zKNh~`79>^dXVlhrt-Q-u4_ErOvSKRrjfUp?A>8Qn
ztyMgvNA8Aj{P7>i55(_n-u)HUeQ-05hQYE7rj#X?e$6P}iDI7b>t%F{+BD)xXt5<#
zq|4}HR61O{gL<M9#BoPDyoeuhwDw-F{yxofZ@*K?PxW_XCZ3y4oGwqC7E2Sq#O(ng
zzq`EPJ>KZuCIA_|OS!iT-t(lIo~2TmqEefQS5}EtRf}tC(hW^;x>9h&Tn$OIEQuY%
zQGf-cbhEm|GQuLA#O@rX35SNtLBR7@mWElgmpSs;5V?ECU%|vBj*Kmyd`3d&PbFY?
z^#;cAILg)Q(BY<w+jfHJql9XUNkxk>>AQC|{=Uv29o*RrH~0}}Wy=5fTt{YIEBOVS
zR>w%-){}|qlMj!hgfuiBP%+uD7gr>ia533Tvmp`=l*trjp+MxVlx3jbuOB93B2iu@
zS7^0gnn1O##_FUoE<+zjKrXi3c(!-A3RNFHgx$w)rX(Jz0AyZ3SoP*}tPZCv7bvMl
zR^gMP+-F6lhC1nn-qE2UeaRGm!LFgX;gn4nl<t<nx6jXAEAxl%wd6PWeXi%2RtZ&A
z1)^J9n|Skk>lyd|Q>=Qm!RsjI=$0b&uIZIzL8sv0N~tUY_JD8M<l2tdhoZt3{%oki
z<7~2XLcOGf#JG8##du)mufWW4fq540(3^Ns9A=aI(N5mB^Xl!&>k_+_!>ZHP$#cBI
z%$6M{H{8NaJpT*yzu_Mg5o9{4x2E#T=Dm-Vx7YOc{!|QIkKtlx5B^(XyCq9obzh5p
zN_{tY<=o_Fr%89G!{z6w=CaGW)C+fhfv}RYe|DB^Q`88?vrxdP8(oft9Y<|x`OIGy
z+&Ai&wT<C&EAYlMd)61IY70q!`kZTqsEMQ4#^LBWH7UX{ly6)vMz5y92gX81uRL&i
z<}Kc(a2kep81KYI=d(})T04X^?jzr$2$`9_r}e1kNcuV_MPJ5#-AAnSh7M~wJIU$w
zS#S2L`&8{xgWLHJLglnVHOBrXCCb68MOy4`2X*9bN8a9c?DjS)wq!ex|D>pm5~GSS
zMH~y%$7ASfgNuS)LnxsFoWxP#UB(z0w>tz=`Y-BF9rchW6Pq8yMy)S!0%Gvc3gjOY
z0#eUuapsUdcE4%TrfJgZ$%o?YhY`PSdi@H2{CoWE4^o$4EcHu~vIl)4Hn3C%x)j(S
zhO<|(VTs)uS4^F5q@?<UJ78{FnLISNvh#E??Rr`}zLq=mr!T*9f*8&(YA`u+cT4#2
z4yT<$Of-gMc`ds^k4U!}cWw+PY2lY$om~RMoZR70nF$Z2=0iR;pRTV@#P3-b2JeSs
z!w$|`g2^?(<o+;t&M9`T4Ji2c;2wF^9F_&&zoWBrn-t`mXMTpYy=8mOqVqOO71!{#
z)DAq)!Opm09df)R%9{S<RFvWRm%k>hqh@!1ncOwCyc>00HF5igIa}7`X1SZlAO45!
zh!m{J`FwE2r~ny<yasG@3ze&rN+NI4Q*xLh^08^1@D4N6--3u}0#t=qR9rf|483i^
za9e@l_G1Qyobg}3evL!GU;^bO&C`L!IX-JYtzOw9$GlOhf?nV7fm^f3%MA}N>b6?H
zhL^Ge$GW(il*g7FcHjBy5mz-Bd3xkwY!T8sJ^HagJ({t%TbvZeHl_3L`D0E?G0<nT
zwLCGZ;j(Hxy!K?*10PfKI=t?f``=L?$6*XkX@H27{?{wm&jhoWR&Vt+-hD<-fx<;G
zDhN|B%l2XL+G|joLw%sI6*3YNi`Ai$CsKo>6h0dt9vXH3n;sOw!@1pa<DF2Di8zIm
z?@N_b-R5o#26x7)U$7CMP4V*;3=W+G%VaE%coH8}6)X!lkk}*RD<PR<%hTHNzc~*N
zd&SfO{f}d@@*QUBA8+1B%xGOR-{_b&xl8&!-ot^}>NuL{;StLxl6hwTw7p=eAqTD6
zcM7`z#TtwYtmW28))Y|F`4teWMF%G02cZljOt(jvu8Vk$IC_l;Tpw{X{OMt}4hG$!
zRN*reE-Y$&#0_LA(RQIcV9IE>uox`oFJ@;iN^ajs-yIOKXlLOOYG3j1jt0lLD^g}N
z$gxMt>uT-c{hPmTI_^9VJk;tR|G9jgl{L9wyBOLLzVY+l!p8SD<Jn;J{#-<`$H6>f
zC){vQ-J$-4v{y)N=<49{$|_H?@hf(IsbO?(M?LnjH`e<UBrBDM1#LiySl4E`$6Sne
zS~d@)J8Bvl1ATIixsXDaw88CpRsz5X?ZRNqp{g2vPe`MW-feVq#yRl0)%{SQDd9x(
zo@)uYZ`;8brZdW@CMP#*<7VFkhJeL6XU)v4SDkmdg**<;cXzD!x9_>{S-E)@yqGYy
zFi*{V^_PP!xSK2>R3@Op0JppaaI3<>8FT7yJb8)VN1kxzsC5fy-8!hOc$JgUEKpkM
zn4rd|aNGIub!P@I76v}E+k6n~?2HeT9Qp!YX16mE-@THll@?=+q2c0ERn=E*?rUxq
zX%0<$&tD49;bW<Bar}BiE)J8u^EzV?Z*ySj5>-R5jk*&+2fL<0nE|GXQasnrSNDoI
z{_<U1M{?FIE?U}j5f^y;WpD6jP#OImgCS!X10Tb)eEMgv8J^kF-?n+i`e6H^=k`OV
z?T7B`as2MGO?f$fPqK3agvaI~f&@@O6bgAb)cJkX3SkBF26g(&0G<NcuDhN=|2aht
z_s@Nu1nVO<E=Oh{`JWlS)WU0P;r0G7l><)qJx+H@As7l#s~uCx^k~Enri~f}y=cJ{
z#SMqrm!yHvkfc}~Qeyw-n1z;Pt@x7WCrR%$mazZ*nN|@h+ZC)qqYG7<=zsQ!Hs5OL
z6)c3t7-f3!@QP0;cewHiM=NBEQCKz{H8zuwyL5|2=RbMZUjgc|M#s#eNmmd%GpIW~
zVxFRjPnPuAF?<-97;Fgl!MgIpER~WHqqd2G^dB&b6|6KYttMl2C62jkln#!_$iAdH
zeQk|76vEwpc>*ue^(|7?=(@qoYg|RAOiJ<!nmX5ERz~YmMy4feDr9kr2If81V|_#q
zz9Ha06DUNAI^a{9?KxrRMf?e81$tA!j5-|EA-`A+i?B0{>=2PiR^Ux?W?Q=EAhUcs
z`ka!+6->lXpwr^@e-v{v0&(*E+%EueqmB$A-p5ezPE2d>Bh577?n$+8lWP5wqWzN`
zwm4u2iSV*#XZ??l*@A<8mYIE#>D4I9t8tE8c|)Skj|AhD1k0}Su&zeyu2^Sc>HJgi
z582|$<ut2@eleq_ZFr{JWF`f)`Q!Na^~rH$&Q3V!#Wv}Md!!3Ui_I><5x%{!d3cAJ
z_OjMj%%W5)qPTlb?7xXDsjx~vPm8X*YpA0|_Sse`r4(ZolD>iKtG1hA6^w&HM8j1?
zNKu+Z<$qR5NcQ&0_;1Wg(cK~H&{zlNDNSDM)2ViBgj}r784n|?tXeD`b>w&4H|m^$
z6D^QBf&jgv1=AVAw9_8zwf|DCzdG%XjnJw*<oPDcx$5iu+_S>-@;K380an1~e;lPW
zWygCAUwPzWkrw;cAyQv6ZJE*&IThUFWA&`3LpD~&EhM$p>J!cF>Kk6E;(TY1Y|pqf
z#@Hgp=ENIzFsMK38-cA4>w13XE||?MtcGfKi$+{9gtsuXTHi_Dsf@O6W&T$}S9WuD
zBFwem_IyZi#Ole{(*w(TO{qm<xYyR++R)F=^e|hEhTQv;A4-!sZn@T;^xc)CX30=<
zX1QOo!Y$}jx-4S>K!(cQ;`=jod)N*7?NjbFvgVmEWtp=S+VB+GklEhK3zsU2lqy_t
z{Zjg%f%4XX`0lqBWh*PyyXK1b10M-@ge0W0XQgIY7+Xx(zJJtw)vMiZvKi%NhZEAZ
z(5Q*O$Ej;mnJsaZXGDtcyA)s4ONcTp1^oO9<#}(!lU@g&&;Z(&&$P|5$ErU9W_|{!
z%KEFx2B_7ZwD{9D2hch;Qz1&A07+%|&u)F`7ZJ|@o4Z~%C4aP|S)V{<{48X8(B}I6
z{ucOq8dsauWt$}gE9eU-9GTvhrw9dWim?(YBjH?NCKE$%K<Eb|2w1Mr{Z0$_$1viq
z;C?bn1g9x2@83CP%*4d*($t2cW;$&%*CcNSa$NC!lE92I7J)ZF-h~7=D5qQJf7qdN
zb#06V{Q``4C>3U)^MvSR_1?e(9ox!`?p*=eJzC0gnyjl|w*`%_#s>JIUP$U;EM+~!
zZKOwEQr5HU8Ht$7fwb}cD6?Ii|4fgsL3+PYE~`Qo%r>KjlPkoG;@5=SP|{zd#ahLb
zSDXx8{7iIB9YWHvR>k%}beCaOu<vtWF$3Q0>(u9nwBNrAx3&tG_wyu=Zv?z3ZH~qw
zL|a0yG=(sem-+}$rX}MNzPkbxJZZpF>&03e@#V^)0rS5&7CHRax$!IZHMcRNIQ#lS
zpI0`Oa7~eQ$iElSMHG-56ar$5bS<p>iN?q>NYa6{`lCA|y90xJTI_wj8BB!luU<VX
z$-f`yhZ1eLcD+qS;FIFjcf78!?JkfO)g~((0<L@5{7$=R0xH8$`BQ@)>hKMbK?lHN
zaw!w1fekKdQFNW8s}EvL#&}Xs3N%H*DC}2|Kph=*cs2ruiBXUdoUw-BBvHUKjL>%k
zMJeF9=;L8^#heDNnG4{N{1fWy;WGpG$fd6f_Mh191*kgkCxlB+PSjv@EKgF}hnvho
zHyDhkxp`*txYTm;nyqqMUe^USsO~&oxas7)=j^((v58pQ=3d|D|Gmt$_nYk+dw(&y
zI@P$OTFTv8{P6XXrPgk=D5VLs@_LO1iU9}Iw|21~be!(qzJH(6Uy_zqE&0~JuV1Ni
zs7ECwwuioZd>?W*y8Yp{VMQ~-lF>y_wnAAQtOlE;a^l3pQG6*G^HY8zkZ723vF4pu
zbcCL#&I61b({6_Wl*63&Kw47;o+yNtjlh&54uO+LISJIf4v~t!!FhtWL2(ihj02Fo
zD6_ZHu}v6Ax2P7i<$$ruD=RHjERslT$QwCuc=8>mN4<(v2B+U<M;H~MAY|x6NarvE
zD5~i4DdQzFn+lTS;1Z$(yExQA4alUo@z}0~=@4jH>V+w8q1=7t6X*p#vmW094dJ=x
z6rLK3mLx)ZP(mVK#DxC<+xOV5FNUam3p^TeNJ)mS0OtX506`eBw=Q*dK}z6gLL1Ik
z4et%HnnG5t!SY4yz&c<2f-xKo@mY0&W4F?;X*LcG;~hKuA@WpZ2A(#0+9j-~x{tQ5
zZ{_UeO!G~v*s464Z#r+oWgRE`-d(2V)tA(Hz~=nx$NPVM)Agt41q;8UI_t(heH1T2
z?c24GeEqg)1V1Y&*}pLmZoq~7`(r#(0QiCfH@AKw(?1?=GJTGrpr+toBK5a~`JC;y
zHh-qf2K6ysC{6NLR(GB+^K)DCT+HUB2G!$K)#n$&Ya>pMCa7ti?R_t6NJ}m*nw=f-
z@#$#%d~!TI{6TG2N?-{w%LC2Bp#I~pMl}YI7Kn5EzoxANvKn09)qKx;!NRjTy7rys
zi_C-2Fj}~vqz}s)Ccm2z`F6`F8`?D#vh{UNQXRp*{J7~KqzaZdTOH)x*4B0r$<dcb
zyAq*&p4rw?c)A}E=TL_4O@QH<(drPoBLZC7I)u2}Uk1fSpLKNx_%dQ6NXI@>c9(yS
z6@Kz?w}(6x$FgwJDC@Oej5GjUq|@$^1I_3FLjQ#^nf1?6A;5e}$&&8gX+ZlGt?bPL
z-nspQgQ7DmmP~T}0aXkq%e`BA+u%cHIZ2!B*(tPJwxw`xCGI3=0qr}ID1sZ%G4X?t
zgn`r3(JeMx`@+@bk?n2L3UhN$Nf~{?a%F0Y#NX5Jb#=xH@+sqn7hk`s-TF3jOR|pL
z-dz%qvVGVsuiSbyar#S<enN@i4cgOLPX4Pr^-S^m2PI8j6?GBK3~ss`o)JO?#3l2}
z+lCNL2sMqEGps4%elu6D@{%Kr0QG8<n+avV9~$z*e|TVgcqRYC$C#<_8e%9h0ZmP`
zXxTp}Q!~9Mt`YMlVYBA;i*=oyy<=l_M@N4XkMdYx`XD-)n-V<$klusx(xXTFkED>)
zo6jEa-@LFv8NN=I#%^x4fp*KV4h))a5qBa>ZT~Pxoc&$g+_T=^vEJRW-@cMg1!=;h
zu{U3=hyB|Kqh1e#u3u1d{EN$`9&4ZYiJttWG&@bn=u+{~x%MrefkSEWqw@M<`}>oY
zroT-6->Y=gNXmUsm!UylJYh<|Cs6z-O6xs|<ZEL5$B`96ib&|?XjL!K&|TuisKvIZ
zJk_dtF08ZxOTSgBmd`#{qJh%A!yAq8<KI6j$ixB}V&11z5OCx@oSuN}aP!g<^+<e(
zK?4ME$F+InzYeH;W;XOBe)Hs%X`>T86^|f0aNsh<60)Hen6QE8J<HIrSxne0(2{;0
z)OqJrVED9Hl5wiu(71u~Qy8yVYnIyJPYr$tYQd7tCQy^lCsuPSgQRrVsHtSuPxiSD
z*k)sgclOc)@w|&^o{LLH2dFgoBRkTd-~q(aFD1r0yUuLsp0&^C06`r&0}UOI>z8ud
zs_(AmhA4(?$0jWtWCmh`wJ(B2zqH3>8j6b9M$2-yr`0nH@<5g?)^DZWnZCKWhFqIR
zKX{xY^pe#m^RdZGl`nE9(3dPYq{%oc*=GfrDX)+zfI@(QaWL#5NWcNUxP+t+<RUxx
zew`Z~{V}y!`9ASwPU6e=GOI}X5zc~o2#2E^MX}$+)M0)ilbw@Xk)z9lA>q7`h4Jif
zGebRnb3?;ja|=JZmUr)oUb|-L;gSCOby-_X&){_b;Pm8R@5sX7?1Y`?gH`WGzug}$
zJGgl=(AhBXu_)ZudGOclW<{uI=Hsd2iMw|v{<|wMtYu-#5l7w@=2KAcQc$?Apm5tl
z;X2#n>sKCoU18WekPmGCIco7^+;U9iW0h;AmqV3L$na=SAFDNZVQ}W>pq*e49sS?L
z6uR33DL1a&8Giq*X^Nq><y}zKr$=w!M6^`zkbD<^9z|`iL`aD)g8{YO>N)H#C!&88
zzXaWS(Vp8MVR6xB0dEGO&G&=McfrmSLlht4`NeTiCw^F1nv<a2%wBo)scOZU>W71%
z=x7uK$feOp>MJka$}awRe8+=|S*8&(0@bw*9G^Q7-d%Q7N?~+oDvzS}IXJ^#;*3Q3
z|0<~O$9RF8#KZ&<BL*|=tU1!slT>lMzK1x5#Mes%T{;Yv1ndOrAIT}y#xIIkdAYPV
zs<ps4>auZ5%T}rkpgxI;ti0V=<s0cQI*l=ftx-;zlA_eK#X{5&#8D}jm%bKCi1G&S
zbtvUW=;cRf#C79;xxi_o<(d|)!y1f38yeQVeg4iDRJ0X*ZQDO?8$NCeN}`+gl5F{D
zRX=a?$<)5d#`;NHvs1;FFV#gbNfi#3yFW^#bmR4*7xDi>p~<~k`vqG2D<+?m=O&>n
zEP^p+Qn3%O=>9J2d08rI`P*fD<M$WV-@%#eXa8j~Oqi$sx+%)D4WtncD=G{tD1EP!
zxApKU@bR$Sb+g~zwb|OY+u73@XVPvyd-o1GJgm_adU@XUV~6L%!GDwJs(E5-``^p&
zd&qk4OUH|0WN;96Zu-LSV)#I*9$h^b-qHB)-wcq{{^7z*F6<4<ETMmFzGZ4Iv`Js}
zu0M_Cy~bNtlao667{sJX^^!X|xbmz!)%4Cvi|ZF|+_u$V@Zw|ex~@Q^$34@2$@akR
z9vff8n+Jd+AL6Hd<Moy_8E80VmOgmB2={mo26v|LA^bZpk&$ILfiNcLBvnE@i@UC-
zuOrh#5`c!GbRtrA!skd@&z^#h3j4?}VLeBS#-x^;SGLH%RV6TV*U+atk~-Ya?=r9=
zanIJ;HRe!;`Ykl&dGxP<f+##v_Go{vqs=?4^z`dZyg>y%KjVBN4UtfNgBp!+6v}EX
z8hUp~W$KC+yxML?Lu!OYrImfC;cg4p>f&r~XSJ78K}#Pny$S~?Fnws=H>@sXi>)_I
z1JH0uSptaRA1&{1ARXn1iu#0s6t$2=NmG%_jVMD!zQihrCh@DiX4UTi!W52+4K)wz
z1<80@1&k&DjKC{d0_d=U>-}*lPyhEJ@2Vfi5s{HlaXE-~6c&}e+_3e5!>~g&y=~H`
zi>6)u{I}~a*>`my_)sYZ(NVKRZXiHMWFC*m=#hYs*6#cK-81}4$T;~<bO^A~M!<kx
zUx~m5(g6fIc1(GjMEPuq*sa_Nm&P7$0$Qawo>0{3=956K&@(H@pXpeJ=Dw7K7b4pJ
zRXw)%hbmg`%{0wQ*DflAN!JoWgDx+Lr|~b<3aLnr2i>O&vwQOmvkkskv>Wl1jaqjl
zL{>hqBd-r1NZBnGcF-O#ch2oz=6nk-6F+eZ_V*8traR~O*^=eD{3qn>UsqdiZ<x|6
zWL1^M{lyU4U66e5>1n_mQJa&B@sr=l^grr9nI6uo(=)2O#cA0${Br1HDZo)-Yb^l*
zEhzxO=93&HIsRG$M%SjvKa9HV`nv{E5pTiF0ACoOnQ%RG^0)|hK4E+GIv>0F^}5^l
zfhyyhACjI)G182jo*D-}POYgwQ$p`B;&}v^azkCs6>h&AUn9m8=e}e5AK+m$vq>Y3
z2~r0_<Ig*FsnMK|+`0Xkz{OtWAH8A+QiO;x1-y~clQGMb&H_tx0;|YIDhSV4rUWS-
zFcat)q^;V=L|PU*M*%~9v^1n^^nM(MBDO~35o~u^jO;s8Ab{u?Kufc0KgR%>?94g2
zeob-&tyrSd5GBoF3?ALc&E3Kcj;G*uWHi$<-W-Lkq~I`CR_FH%$|O=gE0U66v2{9P
zz+1m-mp7ZYd#_2EsZ*oe7WfcyMIxdgh*@7}-2I^V=Ynb$%MY5DV!5GyOxaqnq2J!r
zhtZf2rQgAy-KjJV(GZ?BVG2LG-6Nq2%2u-t0V;tHW&<Wrl@pW$++F}_r4>7YkG)FS
zj1a7p1HpgLM4<?v2+6~qj86D2f8mNUKooOQB7K<z(q%D#VhO;Mh!z@%!-loPWn2ci
z_j}NX21U_S5O^0Ln+syUw8Fl`F0n!w$nax$2O}DnPC>-0&?>qN!)XsGH;|C}WkjR{
zeIl4j%LHP8YVSjvDBYlvAw-?P+gIf6qp$<7j^JXO_~SMS=`UA>YbE9DxrjO;+DaQp
z?TmOzPBQ8a=U)e6%ufNb^dn}?NYy|iDL373SY19C<gurLMQ|nodW=mwfg8FLI*8rX
zM{uy37HcehK7tv;Iz^*G#-}qsflzNCUFe(`?3cMnQe+g0i>yPWR6!4%LuIg1hwub^
zngF7UV=XPb=pcC{L6rbqOHNG0jvnX#I0c?wjj_2K4Ie`H148*f&lLO&vCv7Ot8ug)
z#NQ~i)9H}>j2r&k$>)7^>G;G<8e7gY#g~H(c(8Y}G67#gde0FX8&4zGw>y_M+n!f_
z>|6ikzNLL*+Vc*OUD8fitJ-W_Kiq5{9oQ~9tSvhHfv-ufEVt!k&Ovg&M)I4nJ}#CQ
zDPGamX0Tz+PLGyXWwfLHHO7%W>hN>bY@6k0?p@j09|5YL>6ZFN?Qyy($uTN=mngyG
zWN4>0t7S^oFC&ZbVPFd6p50wzq#8i8rgJVFE$5#cpZ+F2XE7^%GOu9vbphRYRF3*u
z@I&n<d?+MdU77$Q>V)YJGm)Z};=A_qiIRa+P;y%SL}r>z{2EwH5(Lw|?HOJN1{YJH
zb+cqn;&n&@%B)PBy&xdhRH|lFi6V#NFdRpv`+Q2&z-Wz9f|Yd%n##&FtyW4Ac_>VZ
zdTWbX1OIpEO_SCVt$e<;Pkjs+A*=kntNf}YQ?R~CehyCmW3uqJFCht3Gz>a7o`-O<
zQ47ITz{@2#3_k6vEhx%?Un}!@tS&u!l9oolK=XowCAb!ICFcQ4KU_JDhKK{$U4hrj
z?wpk$bnl>2#1e2d+FvfUkHez_S{(_PH63<!WDhBaH}dfCR`A(vmM1Y-Ljf`n3TQ%j
z>Oe{ZxI2PKVPWN~(hxBD?8eYm0+-#B7<rs2vkFm;6m@kz1?eCGs^m9`(Hus*fRaqs
zkkMerQrwTA8*U-@bcOH4Y||Z;cPPDmC*ae-@^ri;Ii~k*$cn+$)~Ui5lP?RVbF;x7
zneL;qU@(&nML&)I(BXIOzd4-(OUUxb+i`Fs;N>Giy+*{dFqn)y09naj-9TD__#T3d
z$Urh-|6^WI;5n2NS3s!wlJw;>T+{Wphxc;gjw1j)iioh*u)Svc@pE%-EJpfXG<H;o
z)VclV2G5(Hr|<L`*G2BIKdf>cnje0BRHG_dF9PYBT+qZ%tBilY4%P_L0P2DVu-FEr
zoA(Db+r>58!C;V-M2Hp;lXF)TBSmpFAxRSS3j@<_#$jwE_NmTI?#@^SeuC=idfQq5
z7sR42m@xn@VQ$q8{Bs3`SVB;UBH%ckegrIu+Id&9qaq4Tv9=ns3#VX?{om>mq$wSX
zBg9KF0qcyvKpz@W25JTLzy1WR1qT@51{W}@l}J&4!XC$K?}+>jtgkhICwFfpEgV10
zzl@A!S+`_@0hV<}G~qYS3Z=$cqBX#!gW+2vQYOG8*#%iRZ8%xA@syL3z||_iojQ`>
zyL})@L=6sO8N5!$i^0wxbO0(F6r_VA&5^m>L7O+yH{i`IL<M|wMTnu11K9xNH*7F-
zS#a~2@$*<dE&LN(`cJo1;jO~kcMYWvzPxkw<1JyapK9&0GeN)x$}4ipJsRicLfPh*
zO<DOl@5kSk=M{3@NQiFyL=1FZ{XP6KcnG!v2P#|u51TngPI924hch}b9C4VR7Zz8L
z$hBwu-lm@C&1BCj22{Gy83EqfKiBeO)+DZ?xNc+w=)5q6&?FUQX!XV>?JFM*HOXxZ
ztB}VcIy@|(i22X1rz&S>#QnooV~r2V+yDEis`z_Zd8UDp?>lQzLk24@dPPTv{QI}{
z!qOPop-TyGP-JXSTHNz&TU@|nwUotjprK+3&Ty;s?$h<LVUhpzX6~bBAg?Hd5-d2i
zTJ4_r9y%OR8HqD}SBdvbZn55cifM=ehal$ovo~TgusESu-Y^Prke#+-eUi%0V8sI`
z&w(zvSS=JYpcGpXDA2rw(K<z(lq%M@Q*ndXqoWWtzhfz>SrTB>dKB@>o!YICYuYG?
z7z`9ez<ARe6_Qprf09YC|Dp!s$^Y2jF`)4qS}(&1)y9jLq66`OoaNvCrc^uy=fWkI
znX(Fycn#htsvr{xDyI~3Nvo>rM7bZTcJ1Ky<DUzfckgI=dGl-Nk$*TtiX8CYPR`F?
zs|Alf`z)&*((%D#{dDiBPvntp1eSrG!M(Y{qs3!8ltOQO;tUjpXWh$fZg(&L&%|rq
z;qv+;=bwfFCsyC~68~9uv%Q?Z@|Ga}A*GC!zUNM_N(=Suj6e`eRN1ilFvfaB+w7vG
zD(d$Wmf7T2!-_$6lHSZ@+|)q%(D?WVm1(70Nj~$Hn~jfe&5X(XnpA@Bq#k{$8>FG{
zE~c2++WPo@@Oxt7v!hRCwdtaFw`TAZra;_VvtjbQ2A(I4u0vMX_Ce6*j<Z#Wle1^I
zt>S5*RlNvbq`a6d7wY5(^il^-joRvt{1Fr7_ygcv(UV>ZE;)NXa0!3l5`DWL$(Sk$
z2a?PTJGF;Sqn~cR-ruCYkXiU4;^E#`wez8TSFCNq#>6Bq$09xVer_6!bR8`#tE8@e
zO&AiX<pKebI!BboI5wD&g1q6aPHh@at#evh(ot9d@OT7=pnU;dy_PRs0xP{y5lG}K
zBYRSPpum-`?arLq?hMEiVNfLQJSN7YRpSUg=1&r!CsGO^{8dz*rtu1BqhOJ~tV2kk
z2e}0V7J1eb24_@TmJD1QgLYq0FAgzI4G9j;;8BfMUwJRuBRa@4k=}!bt-~{<58+R=
zn4V-D^7^^G!urP9o8&eqPj@RVOw&<%X;YxBW(YPlf!%nqwv&k&YWD3JV5#}Oq~r=h
zZ>9}zhj$0AS1Ja+5`$T66=(=eD!IA6Xx}E|X(gjaVs1WOb)iY+q!B1C$VVy@ee<!(
zaTvGvX6${7z39zua%aj3{NcL^_H{sax8dLwx-2^YWf8iydLqmsq_2g5fh418yq+34
z0C&cejkJJmD}`#;b1~ShvRhgCRFJOD{^{w(UW?sr_RVcczo6g5n1Qbo-;Qf{sN@de
zSzrE20)8QNVBR(U2iyIKMZtCjDgXQke*b>x{oLmJxvIJMd(h>8Wf@E^I%7ydrNN3k
zN{g{tv!gbPn?F=oJXp+HlGpEKNwv(*hCWe+LjJ|--*7S$GCN+CyDCd}KdBmSZf-oG
zAn~QXvJ>o7e(-y9Y4#H-nC0@IFLZHGHBm4vn!znn=bQuB<EU+Zd@>e;pfzCtcI^uk
z5U@05iDV<^RL#6;-7mYkX}hLhc1`nkdN~|RNQc!?Gje4fBH^;Cxox<4{`rh;2?`dA
zp=7Rsb}oZrDYY2=kK(&{)8O=xz&1`@PWvktbr&b+AU;DvA1{X*Dd7u3h`tds&k)bP
z2YE$iCZpn!cLWjOa}*wq?na9xBq&Dpr}bL{<h2+eDu-eha!6^0-Qnp&w{Cjr&J5T|
zEdib5piuW9JUY;FKX86-Yl*1S8w4;j-6+T=8kS}XcK=P#X-cRy$X~g<X{2owV&v;!
zg~KKovhM!o+x^Y6zXRosCd4-;RIY6jzYsDi$7|<?a--+^GP-6btAflk|5{ky+}Y9h
zQ81EMipFMpd*?s$Zl$CxY2rflw9S4z+1tY`VR}CP`HSY~U*P3g%*zf1L00zXW}BX#
z(cSV5A$<9A{OEiv7(N+k_2gKnCcf_PqEqwnT0Ath!`kLNgxuM3-rI1-j=A017!d5^
zAL?OMKQr4fI-_V|rUY{>t!%C6$t<ZEkSF6gm859$EhJ}~v+vE=Nw>HJb`FgaqDd-3
zIDkj1DuyqyyJVm(FfTE`SeHnOgmsPH{W&V~zFSs1zO+vl?e-_^sXb2-SZt}*|LTW@
ziXFrtMFBt}r0}QM!y{n88*?VtwS54MAfiwRJkop!Y2y2iwrpnF{snf)Vpr<2{CMnN
zN0)h#I4cbD!KRSFu%Q=pC`|hTG(m_bK$~J9ZyymGj^Ot9KJ$7KGPEG+@G{LyB(Uij
zmXxXsNR75n$C_v}LQ2XH;a3m4s|V1i|1}eyV~D(D{BvZaZ$T@ya-`ekHZjHl<Ohz#
zcVmy>W&FR$JwxP3QfIJ<^=R5FsVwtvXIP`|T%a6&z{J@udmE_5VLj5HaTJHrrE~->
z`Ets!cZ`0Yp7Bonp(Nv}9}7}ZlHmE+B@#SxTn~N%txW+IrgG!i7K8qlZ<z6bg@$iN
zKRj4uHrdfDS(^MAYJ6BP&Cd^iyYGZrkTvOZ!VdVqvZua7MyQ<;X5aor@_R>;-A-ES
zz8ibgh}n>9{t*zTDc4}77*>(}%Z<X3k^RM%7A3XMYI1dI3QZa^?JA1R0xv$&anEz|
z8QA?AUK?j@mVLN!y5HUHxHWwo!%-7Vv2jSC5kgKZf<E95efN%*w`Z*T(7v?bpA89v
zz*dPm20`_ykpMpDINRS_XiA1%Z`6=x0)O&@zRQ%$tH~;brF>GzW?`h)+})xK!*<l|
z**TvC+ICw#U^7x)9!$JrPJic-;WvDn?;|Uhst(AN12MHSO!7B7k%xg&mCn95bY|&^
zF}V{|N%+xqz#cV;N83O)@INIXq^NFqvu~usI$ZVLj4B6;3fy@P)pY<ijBg#p&VjnK
z2!|X+k>j0ZrE5)o`PswRNS(3gXgoOD24((s3F(>s^hgCP5Rcp)BzI;Lfss+{3kQ(n
zcG4H8TAcKW^raEUca85TIw?6iO}&`JdpdYNFrDutO#QWyaJG?=2Fg7qx#m!@?og%<
z(MhLGAs~5i4+e`RWH2CL5J!j%M6jn%e7r9)1+|NaU*_FkN*OQ|`@zJFfzh|QP>&D6
zx_-s1NKai#HLw<$Qz?DDXA;UNeF7Sa8u&Q&EOU*Kz3as^hl#3wQW-pxmI=I^{G)z!
zPilh&Mu}p^h4KxCy-MWQZpC2u$85eD(#07`CqEo#UCXDm*QAu{EF69}P>M03igS8P
z_y=H+rI!Tt)^0sP48&0^6xG}Wz{XViqehKlMJyC&Bz_ux{*VDZM6_t%7ut6S-)9(f
zSw$u_6KhE)6U>vs{a;8Ps9*1Z`+&pOup%oVC{y+%+K~CmDSj4$4go7H7lN<YH#YXG
zwDddP^g70(mgW5W6}!RFiEZLf$vU!o(3G1(I`qJ=)cW_5uH<Z<K-*9%dSzFfc)tzc
z-biIg)gIZ@Gv8<XPmHlAS7z$jgXaljzi)|fZeCoOh4Rw0Zy_!M8{?@pTvo_$M@$9K
z=%}a4)M)8jj(!++)&$ZT&NGn{P_1X+)%(z_H-&pMmOQi^9~3iLEXzDjr}=I==w&Ky
zYr55zzD2og8K?c@ZN?u*vV4wD1w9GA4>*1L_n7;o`k&>*U=t|F(j^?~l^+kWX(+mw
zBRB@-Ktgf-qR)Jke4{@cu6csRj1~6Ui2=7z#ku*Y>+g$^|GFl{vpK~EKnu!GLCS3O
zgl(hx3j1wxkqalQb=4o=v;*kd6Uw$aXX9d5zt`aFqr*LtY(1SBs~*ai&kAd=?zW8(
zk*oovVd_yjo9nzBTvEJ0Y1Sy<pYY<w>Yw=4OY@&Qe^`MVx36p%6ORLoJ%`@!SPrS5
zYKN3Lp%`do=;&%gi(n}%#27^{Ma2S9`+>vjqp@@l0mP8V({%V6On|@7m7(2y7M|tq
z+}vJ+%NC}C9X!&h=F+KdiCg#?Qocbaul;TnU9y385Zjka|C1dbG~4?pOc);b+xVgR
z^;f}F4XJIM*2KWGvDARn$X4>^#q`^=pJxk({Xw%WmODHLLO!SZ=Pr(eh7Y~%{X-3G
z{5{NVbV33x3|*d>5FXzkSlkHtBn*uAODN*n9LLU=KlPd(O**lBTYd3C?5bd~EVU^>
zXh}#)(7mrqzx(lP$;wqHhtf2g*V+FSW{eFyL;2IS94ChrwL0mV<C#7b3L%uPK6vnJ
z^??G*?>bf=kl>1Y6a9bib4#dyQmE`nOVt{{2l(>#LBl)O2D?G8?*jleF6J|&h89L*
z7M{|ih##QbHld&R(o+7V!KzA-Q!6vjIjVAQ;@Z92ma=(2<akV5*CimWs0=fY7iR7+
zGCWLlZ#mc@{AgZ&@{Pi`B*chfo(T65gs5U{PzahpAz@y9#9JWlbXPAun*e1GSvJn$
zXm1Cq=sA9AZtitBS9?1`0<~G3N=shad%3bFKF}}6bsVSOm_dPF+TGeOSOUsyo9y!#
zxgq2Lc^Lxk%rT-yH|i>D0cHB$c9cYll~Srzu<`aY19oZ^ZW>ps{FU<@L6$f+VP(s-
z?ANRvoJBjdHjyx=EJ5}5BwIOr25j1hGsTz{QUW~|cBBI2T7pT!%TF^7qw%9eT$+s&
zf3$zNzzxML!;If7*;{<s%U6ae$S5VO0||b09WJPPz(U0LEJ4q&(7s;U>_V~Jvn`M5
zMo>KUvE$uX-GA~ApD1oD2z#~m6!QBi_3wBp%2+XaI&uA1x>m~6O)Ow09;jSe?pkKt
zpOl9;I|mLVuI^tK=fl-SZvE9t5i?LxP^!Kz^g*0W>+0Yy;F>1%E^BFVb~<u$7a|i3
z8O@hz=p66S&z*q6sE-(mvuV=zD8<F%>+==)y(DQ((tw~cT?fNx#0JpbPtws5??OrB
z8#p+mX-a)Hy93E*K%k?p(PCvZ?QIx)oAB*J0zF?v@LhLZLdUv$rp{Z70V=P~|GK54
z0JdP-WMsWH>e-P>*hA1V1k%+t^!-Oy_jZO70>;DRALZ+x+1MESBt$nPMEA*)-Yyt;
z|9500XJ4|iLyu!og<h8AZVAj%w~-{!9K)j(`#(5w7R5uun{jly45;{4;>5}dql=@>
z^}Va@Gxu!f>`Y+f`1Rd<Yc4JqP<p-%4Mb3~oqmA{#gb+X(xItjxS;(H4%1zlig8L(
z$(ACI{=Pua(|hT7`-<IF$?i%sDCFQSK<cm9A?TxEQnYY`I9Nbb!qvnieMDTv%{O8$
zx;SK-I+zso3f`~DaaR%6vAn{L=;})&$N27=Li8n*@dI=WQHZF{*z!!Ngm`<3?BZ_y
z$Tif4U>XtWkDwBKS1Es&B9Q?7+Tp-1nHet73CaP4$ILbfMX!p|N>D0fR5n`r7$kQd
zPTPf_jcTDXMYu?7v+C-K&txZ(on+R@Y0w51mr;{-I`SAk_(i1Tz)%#>(&*awbpx?P
zTp>?gr+Cs&(?HSXMBK-HU%TeGW4a)cCKW3s*&%oMveS{movP-h`JczaV@n)78$u2t
zHvoLrBZl{uxKa5BxTgb;z7Mv&wj4DzpNsf=fAQII@l`8*B|OZj`R!ltu#NEG1HriN
zTLu&Q{eJcxa!Taz^Uj^Rx-*`<#r=KKAL99eeLL~zjuMud4D5fibjJTIlG#GZB&qm#
z@+oZ}cmx|#Pu^SDFPne;=Jg(&f<LGMUGz-lVst_DwA#33)<7CSzJ!nbar9Wd6#4R8
ze1<-9Dmt&H%+@WBdzJ^OG?_Y4*p5va7&h=h`T?@l*8(FPR;fJ_n1t14xfTsd`ITW2
zUsx>;c+uP_fWL9}s5N!q7dAl<CWl^MS3g@&SG`dnC5coAXpPJt;!`IeAFJA|BZ!PP
zkU4>ZssQ;F>ly@)bpp(i)(!GTh{7<uq3z;wcpu&p#`+3mpAeIUg}{z-cTtTTJ@yMS
zQZO8FqY!wMf$ZWn?Yx0_<HK+QJVY09?n~I1oa*)=5!Ta=6_&OSmp7#h{ENSb^OLkS
z;RhtXSRjV2QKL2DLe#=h<Uv5|#aTl<HuUmeDirfyHdD|3ez00gVSW7|qf^8s-!6(@
zJp@GS^pHAd>)PEdCwsCd$6fxJ{`>b0a&sIAqf-)IZoCyfoaG+@lFi=7itVO*zrI^o
z%v+nOnJh|=k19u}(926hRk)u}{oS(k?&({mgH7tDWW(w|>FJl{r6=;$K(F)3Dcp8>
zm$%JzpWC*k6Ca=kO^-K7u;S%lN>9%=$xiosQ(i-Qs3&TGqK2}&)Up*xZALVQ1-k|X
zo$bG#-+I3{c;ipp$5eVWKlgn;&Tx5Yl$)=cg(}fXBurKDxsH=7cbjYQsY#!<v%fnX
zD%O*J`J=~=bOW94YdYPjrH1B!TssHxQ5O7=dTnTJ_0ymz%THrb*9p-BUyaw<c076E
z!aP`M+2#SQ1X5>M8)a}ya~Vd<!2rZ3UhQ_RX(l_%{>973avGQV{>ODaJsFLSC2ltQ
zaT|cg-0(*)NSqW|gvtolqiJ98(=5QCoR*0=WqKDQu}fqti>?bPZE5wzK<1i|Hbh_c
z-R5)rm1oj@kcRV0gQqPR1Q?*ELz)75)ta^Z7^|f1pZWPdFDc+H^ED_lX-bF&umW@)
zzJjyRq_(ADxa1lUu(LNh&#r{4ugLrjO#SPd{5T-d&+mCq&~tzPB>%2)s=~)9c?P^)
z@@?TS^gvsY87UMgfw1pXWE9P}^w<Z<I!iD=J=W}%--Vl!Nso^)9A={r!q5TNq?CaQ
z&3E{w^`bWAFg$ne9CRf_!+hCdIo^kph$lepWX!ct!<+d}+Z_c-pk<C+`@s%^Dj9#v
zGpP$&B2R%P+7bcp@$j~oCo=YsZpd=-=eYFf5Bc#4&9X9QATesWwKyj+oyraBVuv7O
zV6hCp?bFD>v_~RkSPKm6^n)2aTPsn~w>p-6@iLLAAfb%1q()B3K%W{<*@$VJoq3|7
zdal|;hza-g1MHVHzP`s#$uVq1WaV4}RvAv}G}oEcy?sKw_qf}~ZG^?wU%wOWcJ&eo
zA!*&>AjZVi7c?uLqw}LU$v}EbbKm`c?^J<|vwuSaUkTBBdU9poUP<1mw_B(JX=xVA
zM2$UKrqN5}`ZcgkDQ;(~@@upvq~-4;pGiR05LJ2b-Hkjuw$M;3DJzp!-zB~L7qj{y
za_#mw^3S;Dfe6VFNLyAz0FSTHYk9Vs`1*=xvr3cJ*BTW8fq_1q(1{cL9w!QEB}OfQ
zl8)~gj32(g<|N%6Ppz!Z`$u-TxPys?BaJu8<PnVQ9y+}k3rn%oW%NZu*KXqLODvYS
z#2DXPwpG4fQHO0bMl@%iP+mv%xGss$flE%h-8L@9hJ)X{Ufc6Ex*E{90f={9yh=x$
zq!tFcrD6>kTl1F;#%@001!BQyd}8ai_D0pVeIn*3|23EWeqj7Fxxo5DgTbX5z`OWH
zmd|We%<Wf9?Uzrvf0%OrIOSP2)o4K~U0#0^_qDgVV!9&l&17{j8{6c=ha94BOZEHo
z<8*HlV<PmJrKA$$%X+#+#|>B|Pg5CQ2=~W55H?tUCqs^(OR4CZv+mXVI9VO^-`wWM
zD(;Hvmw+fsVIeoxTfz7CynD8{d+X01vSB>;IQd|DU~q$~ux-|}E<qkx&&hi=sNClw
z)WXmLy0yVqxq+}x`Vs#WYLE;^17p(DnnwRGhlkz7<Cd^wpAGiKq3i7h)*&iNSZTHR
z4exJ#NH~4hdT2#G$c3;s*R`E_&C;30U%TtY<(0955|pTty|uyFEyd>#UrDQfQg@9e
zatL{8P(Jp0Ew_EYL*>KpUxvu%<3QK1++(xCBU=22S<LvLJr!$gF86Whk|8E$?&+ts
z*1%+O1ndwVi*X3o2<J}=(t^dVD{aePAw(U)T`ew=UmzE-Ok5(?VFI4CM#u0t)*eBo
zfP&YfswIq&)w*P2_<sYWA7YWc2OHH3MT@RLB2)ZcVF=BP|9Sm;6yVXp(Bw&=93Y(^
zX*k#7{99=yifbY;tCK6pnwDi^HDd3w!|bLHRE5sZlko$ru)ad>3#Z(3Wk5Jlx=eS6
zF`5q;sb;Ii9w&B8k(WQG>OWB)M05X3(NtSIG$p+z!ND{_Sb<1$F(NXPNO^H}+2ij^
zVlqqrh$a73`%J#5KmPV-Sj-x&z?Hd%s7f9&ax@V+0FGY1Lc2rnT_j-i5;&-p5PzIQ
zj#2MlM#^LHQuvYk8u`um4kB_b%&r##<l!MK53$MEQDCeW&hx+45LgSSfO-%x&kB(n
z6<bQ$FkQUZzdiBe*}^<@4Uw+HQTV|ofie=$a#0r%`ZzrFPk1v!L>N<~BbV$FtJ>}h
zRsMWAJ~P=YyYrfwCv7ER)sBRsfNkHUh4`^vW4YA!HlWAS`}Y7@iEXGQZH@iwH!xoK
zSjndu{%5_j+wvO#Ov%JGVc|-la%yrftY56=t-jfLQ(Gp~ZCtA3p`+8dO4;)~ukr8L
z(f7o`*YDL@f)Dmaq(&nykGo^yQxO5@)a8`fP>8#_ZT}uIUes_R<R9sX<&Ydtas9u^
z%o2Wz64U~4E^eNh#z4S4gTA(b9DPgyip?&Vj(sNF%=GS^QX-bqAVJt$ohhSkYD{4<
zH0%{2KJ*Z-qx5wwc*fLZJmaNVR)!r@o(VJebKH`!WvVaF1%=!#xU-q)Wq{($zgOHd
z93$>4PP4j8$S+cEAkWb&5N(5llB&CF#G-G@P(C@n*U2+hMi<~j0fYqLeKI~MX>aEe
zK*Ryf-@q`FD@a(RNjC6JI3DT^zL7}*+Qb_wL|^78lVv0#sThN@Vy9jLMx7L&L`ciZ
zU_U`{3?hMrwMQ=iu8pEV`y#Y8dyO*kvy|^>HuB^(^Vs`}LcrJL&jgvM1aOFluiDqM
z!r5Rw5ArZ^7{f}w=t@3E2;j-Uz^u!p)yjMms0^6tmSIg4vG}4}B`7ggorG=_ZFHjh
zj=68J^GiCr4&P^wgSvSQae|z5>A1YJRaOWl!G#J88rFJh?BHc?k(Ph!O_f6&UJnJa
zPccP^vG@*a$y}xc;oWmM4YaPgXb;9z@`wALNOH`K&*BXI%<q~Q3-k{1fE5ASS@0#G
z&zZ{fqjC^{#TyFBAhZXy)0|6dg)$pq#TZJGRt?TX5TP5f#6Y_aPhl=@(^X}NL<|Af
ztmu<Km#Y>MdV?*BqV^d54S0#-WHKs<-S7W@o`InyEbE32xWZyhroIw@eqk?o%0MRy
z1sn>z+WYPRa~=0vj;JGe`BCwdB^SRL57Q#+%fLKBy!;{jatWzjjl*)%P>|CUw_hu+
zr_1i=t2-7dd$TEd^UH+_Xb0UHMElagrZ<S)G{?)FUvN$u{cO))P*=!t(PMrS%q9aW
z6RK;ks%RHE(2$Dzjz0b$N9P?)_5a85d%4%W=Dqeca<7@~8p*!*nw82(sBDtT3fXao
zab+u`NJ3O(ltjX{C0S8I_DV9Nt1kEV`TovvoZ~O&p8FZE_w)69KAw7DW4PG!S?;*_
z^k!)u)U$9M_@*(BL}34H=LLcMzUjT~lSjZgVI6!lEhrZJ>Q>*2v|oDe5iN$XD+2$0
zB96<m!Y7WH-8lJAXg7%ZlV7;1Pk>qJ_ruw<fV^8o5m*GAS+;y+OGd+$ug`dNV8d~R
zgQYEhN?X3xkycV#zLplAEP_9%QY-E$Wjg{~t(x2$jpD;Ah02_L`DYp%!(aL}Ukb$r
z{t4V^`xEBS^7sz@$Hx4>q$b$N_V<D5vA<;pVkeJRyW|QAAg(U&mpNTex4e;d*AJfj
zf`dmbH_ll&@je71d;nWXHrbi|##!NFDwt?47zboUdcIT7&H92ATfeG1qN;wh&B+o1
zFC72(dnB;5yC<hd&R({3RPLHq={;W4o7(f(3|pI_50|LLBQcAYXwdnIbKh=1vrQm!
zEjkIfNDn5ildDpu_UkIYET$}%Dy1e}=RWNqn$@P_b>ivD(1gZr03{Z*4^o3?AfU3&
z@eWb&sD|m-y>6nh>`AsWRevbtUZu7E4^63=|3H$~0v~(*3G8CsKYnaI@5MJ)O3J1l
z7?)y^QjHvqs9Q<dknqkYG-qDk3lb9ClA9ob&OM|t=8Q}YF+-r;OX34>%aLwN%r`0E
zRblm9JZ6@`O5o)<YSZjW23i4~i0Jo#TJhe1&+t}Nh*e0KK5!S40^6>03M0-c@}dCq
zL|Vwau*|@m4-MY_-~!TrxN2kdZu)JD00XFjjfU_=37ayRv^0KEokk*gwpdsGDod^B
zqKRng4}0p6sUU=9+B6PtJ(qm}NeZc3Ofm^#B?li;f*90@-W~3K0rdljH-6fKPZtMq
z+9vO^o{ZhHbfDvE;&|8$?`qy@q#0v3GM}W6Yj03YHNmhfb)#2^JWUV@vhz;!36$(p
zRuJ2J^}jWr7lhYVfR7~r+<DrmCs9n$1a4|<>lbvRBRj>LOXiv?($Gwnc;j!fW#pWE
z)|H`5ZULCC+7Is2fuvKFDM>2n)NWxg7~B=u;nugpU@cHb9S{?_VrKulVDB#gR^z@G
zhBM(2zY6hyRqp>QguW2km%=_A?G14oL4?%o_y)ph_RVHV8xme%_nYXDZ+ak`Tf*nQ
zpGzqi5Sx(PA|v6>N;E`DY>hWBs)kt8>XstFb^J9a3(Kv8thXmjFzdg%&Yvf!R=NB8
z&q+vR78a^cbCI_8WFchOQz*3>LS^T^nqwb_pM6Be<L^8ctV|Y!n|f<=ja<oy2T#JD
z6|HJd%%X#W#57;m?B2Za83K{g-T>xfq`(t*Whg}wNyod>F+%)MlEN%Z?jbvev7{cV
z2IxRCvcSl5Quy>5OrVW;5Q)ygBwBNox?vTRF*;B{DE5aCbd`%RaFVseZJm92rqrqy
z9SrYW*<zhkoHxuvF}F0~kbj~<5c1AV;9-A6XlI~7xKkjUJRKIlLg8Q*;ib=GkUBL0
zs=L9o{~E6@mDWq5UH+WPcIZFb1IF=kaFA8k)$#uzECdY1d0*-2U30jP)&@%&PWYoI
z4-y`|)O9}|T=o<rz+l%&J*A^WZc*wPJn<+DWL!F*CMIw}S{}|=UJ<Gj77ELD`q^xw
zZEd6LbWytEB|5;Tz}LSyxarX4+MmPeBiZ}J9yuaxecDwgyn%e4l73|pw~i~hag_g-
z$+^|>55fGmx-erD^LNnd@zL(;Dh@b$?xzR1FptJQ&a@cNe}E#lOECM^M!V%JgT&L(
zZ{L1AmGs?8fAVqtTO)rzaX-J9DYk<e?r4^VuCTK+pF>uf9{mb<dlKj8AMIpO-E}W4
z{VUH`I*2<YMHyXmlUx^0l;L#a+6o2@V)fs0)_|S)i-7SB3}Ima)42{4t9*q(DR*-N
zZ}F{u!wa$5Ad_LMSW-@otEypmk`EW2cQp<yQ2UpDtQ=EV6)TkvkKf8*-)%e9tImFR
z1O%^r%ly1cnel9GHco-_sY5u(WGsq>6wVpvM2w)TnHw>_mItuM&{{Jx!SuOLbB|ry
zYQdfD6~IFPG>*^V*;E)K!>%BAK{w%PhVSEn4L|9mIREl&QUEjVDvC+Oq~O|FSm2#)
zZ2_+042T-MYGp8X;`={;v9b~?1llmNv7sS0fai{W;Gm<3#HDp~-Y>C+$<JZs6;ba>
zf?vJy<9Z;>%}sf8`w%1UZy!n!JlUjJ5eeWCZ~kNx6)k-$T1ynrfgC|OsZ&#H_eXCI
ztJ4MBe`yYkW_|qPB7F83Z_JaYev$US-akxGe;4_iTjlIoKNYp6Z~F9iQILNJU2zGe
z-QCMBr(12DMy)S?8=I2(`QyPc375ixXpN{au{$2S!Gjy$CtIU(k<_GHDQuBaVv-Z2
zZb)iYclWU28^aT+CG+2!8!3(dV7q@@jsGmWOg;MkxaGCwY$qTiQ^^^rMmedtV~-rs
zX6auR|I!!rvSyB}cf-C_zn%<R3B9(tIele3-?^xJeQN*Fx76qQR>#X7dXA%0&l|`H
z8P`KBs1lvj5TaU^{ny|3vsp<#ipsvdpW;`nE}ENPjf{*4+SzMpn13c;j3H+}6v&h7
zZe)eWSplzyG&&3c7!5lBC!>RSKYG=*)U?+ELYHLUV*Qzmhe5+gcpUpCq$raIWyc~6
zC!?np8i|JD_ik2}+|;`LeW=Se?;gK!j|3KafZUiD-&hl$TjrbN*=f6oK^uH0Udzzg
zpPl3TwJg50E-<%<+;BsC2MBv#6ZQ^3Z_J{2knLUEQ`gDD+Jeguvbf@01L=}j0Rl=S
zCQB<*=iBF#)1UPFJ{b0QD-4Zv|CyIXcxoOu;lJYC@$quxGB9&S9EqLibdmp%I8!i|
zAh1Z8VgmNf7XpyoXh6qciZhFp1K~WATFSqJj|dA~gRMFnOwa&$i#7M51`A~tKy;{Z
zv--`W2Y&u|h+4}p#9j0E@MWK96K7E3j{zerwF7?yJ-Qk_J<rfh-c9HU85o)`c%sYy
zDVLQmH)YTyR}D4Sh{qsv+ymS<;KJ08_Ep;268k(xad;h85}Y>bGJtaga))l174*Q3
zLj4kdJflNImRZEcgq>qO#Xl!}`7g&2nERX`U|qj++fN6#`dId;ji`*N8@##t(C5d4
zHB{b@VYfQV?rv@2bHDtQot@U-o2niWrrT=gsVUUBk;RnADd}t{v6f2_f9yLt(kAm+
zPqnQ^DEy34`FThBXQbu`IG=pd<k@hEUV2SZ0&CwB&@+%f7!FZKfKWhctsPv@vHa@{
z2=P;8>F1}b<jacMB>Ys>1egVY`e`B*KO4SEpy~Z|<9>ocqsB1SU^N&#2(YCEJUg$8
zAq3mW!_)9JSWY$^$eTE=&N2VJSK$XLj~!2zk#;1jF$v~d9f`xLTZkYCOMi#@`kab7
z!U^EHije$U<AKuGSL#7xf$_HG(nwRn?BPfhp~@om<Ik3yugxmek(YS@W5mqFX4T9u
z?*RlABT0X9qp2dO;<ZObv&T>E{opR|3%c~g9&SOUy_3Q>{Riyrd(T+vb8=K@YH%*x
zyVv2_E;|R7N=h#u?~taA8PYy!_I}jwpE;=~gH_j)F;q9um#xQ0ALuQhMX9m!@k~~F
zV%y(|%!Eisd`btj82nXJMvG{2_T<UI`gRuM0UQ_4%k<v*t3ZJQf7HUgfA>BQ9^Vu{
zJIE3j9<d_fNd5YHmnJ#guloLxGfg1!&Yz<S{av+dw^|&-Pqfm3oLEJCm&2b8+~Wt|
zk3Ejo!`6*|(Y-h$uTs6H+!Cr(UZi38TFXfHq=DWEtbF(6$?>j^uLB<zvQj^rao#N9
z6pCCqTNlDTcw_Boxl-;&N_T*pg$aYAYIToLl=4oF-Br~ZdE*AAtWNStjw1S9Rml_9
z4=NaB0JxXH|AnuB?6wFPSI46x=<zxAqI8(t<@B5!HWRd#*63-Vob?19Hl|o#{L*&d
z=nU_{V}|gdX~|z@wdmLu?I$l(XB2fiiWULS)7I4^QkG@j;uh<dt-%8vwwn9mECFoH
z@TC;q<_fodih<DQIF)R0yXjkqDJYrax8ie=R$^?Cm;Bu4xj1$vG3^Ntqr^t{vH-KI
zJyw`m6a<n_gG3e^Fj*Ls9C0ZiOwXW*T9rvA!g69{b#kI(7}2-Wc4#G(jM!_W<BzB`
zw*%q+Zc?#1$UuH5-nA2ltZcvSA#1?0AQmBb<jUv}cCsE9juR_oSpCIu-8cwRz*Cu|
z1c4(2fVkhH6vU!PyOjD<eOjjV2pN<PJ`V4b#CF1rB3dfRorZ_N3BQ!TUtyCcFJG`_
z>zBH}MX9n%H|j?-A^{oTn9*t>R&k&pP5FJUQ_KA;t)b1H<^Eemx7Ym!AN?6QD5-sF
z^;zlh#><#@O!{ZOy3o4!fBg@J^Pj>X63WW&8*oft|Ijd@#g5VCQF=Fh_4DvtPY0!f
zf}c{@*m93$o?(K>$L$lZS|!EiB^-22Hy^BUS`yJNQXf37?w#mIe<>6<0<cN+L~dZV
zjtT!8lS+qi1zWcx&LBPZ0+)uxLRgeloAdH#nxYVg?7pX<eA+-q^Jd!v{mIXovuJHO
zxv%Q&9^nv12L-@K)u-vEC^e2zGb)GkvuV;%cdP4{gtfiBzRHy6nDw~d=l)AYE{Wgp
z`x!Re&MgBXW8U0W(W*N)rge7o#5t|Hv-o2-Z{+)^mjWGaJf(|h)wQ)Oyb%@*oC_#P
z_4P?pEXE&jt73U#8OmH-DnvZ0;I&=0cuYfF0@#$(arLoWx0$0Tijd3Yc+{o4=$hw9
ziPhmI=?vfsOff`5B!kw4gj;N|xO>g}`jX*X!u%H;?j`#pgGqrWPf!+Jke#>!)p}G0
zdzisTh_O}m^L+J?wog>fVC+mk<--LaO%8AGw*?aDDVWMbm6xol->7PnWHP+&RiZG2
zRZ<*zm)Bzf>G2bJ<0tCI3hKrtiVevk4Y)Hf98w&AM*BI*-v~&~Hpot!O82nr#PB86
zI%n+hgzli?oVo5mxVHuIeSn74mdsbU97iwEaC`|xM*RZK5|CY9;eX*-YTZi0c5?V;
z{KcU61Rh=auO&{Bv67BTZf^0pR#NYVpa(LM2bf8geAs)*FW(;}3EEp<nWItiqY5gn
zr2NOY(EpGs&;z;B3n7p{vjoEFr)a|Di(UeEo~-T)C?Kg?MLYs=yn*pR|6iWTGU7gh
zC6>$o2qWW!Vf!5tG2(Ld(prHT81O>Li<1K5ugaz<T_3z>eY|}#?m4s=SlZCt_`_Xk
zOt2*8`Vsht@$uF?Tg6j-zwfT&lbm`gC5(2-@C1Su`%?}(4uH@Q@A2vm?XP;wXB;tZ
z-4jmgB}>-Gp9^^r4K{NVu`ifUkc<Hx?`4v%d3CTD3j(#)|CO9}Hj?Jw<8QU-)ZoP(
zQK*oMe36Dal~P*o<fJz2y^L?#1zFf#w(`2{8vfVK=dZQ(M2(Ig0GAm(?$>X4yI(hA
z$_UKp$b)`t)e+XNL`#j8F*uEC?wBh1*eQhzT<|`^FU-tsS+(ng34S<$q{Ln`7NiGn
z#}41m0F9Mb)LT`ZIZ!_6W6tUN-qT_{Ek85v*41a_+lqB<S&Ba1TVC$>nk7o-OHr7j
zLGn1ef7uhgt0>mOoxPJvGbsyA+pj;lC4V?+d-U!uxAk>mAI2_=6W*yN)I<Y$A6!%y
z-QCS*_P?g<wQf22Z8y9ya&25I@KiJP<^dEOxR8*H3b4N0DpK^im?BwaEaq^bPDDIX
zMDi_cz+foklqS(MF=qz*G&{-sjhUxj@h#`a?9Q9)h8c*$3-1a&-%Xc97P}kHNFEXi
z8nN)TH}GF?(nWp`7T#^Gg?|zFdbv5wsCNT>4oCNoJor3%*iqXAqm+mpYgXF(6nxS@
z4UjAr7yo#Bg_V_lPqXw*NqNbc`htf;NjTAI7ooV#t^Aw2pWi*MT4oZxG@7A&+R;8R
z+~3E`9g<+y<5aG`$@>(0-r_3vtu2r7mnGs!Y$;z%l8rNup@XI6=Ddy1oC}J)bHm&-
zGBnsc^rp9J!H3BpPW?HkjpJQR3MuOqp{n>ME48~<W$i=X=Gj4i%TK=N&jzGey-c^P
zN<RG}$+GI)sR~wT=0mfJK1jdyc%j48CF>Dq#|hR!SRl_+K(+YDR(+Anr5g3lMe?fX
zJA0mz0aEdZ#AqwWUA<jS{arT^o1q+5es<rp=Whx*Qhib7_tZ=;>*3)V@u$u_KX<n3
z^r;tVme1~*_Y-{0ytovk-We!!z&lUa^~*|j;vm#HW`^|6pwO)&0zd>n8D-#&XuN=t
zZ-<N*Hy0gj#n9VW*@Zbs5vO*7tad`Ieur2Q4d{(o+lU&X+ug9+(qIz4^<DB!E;f`D
ziBp=Jw|8lk>xm|=J+oU=LpM?XU7UWVRDtubAmFTc^yUFCWGdBBomcwJ!MC`_Cjzhc
z^}=lQ&a2afO_iktrIv~l?PeBNuJR6i^w4n6xPa7xe|OE|UT;&wTFMLvBxy#oRN<$O
zsCAeK^@zXa3QM`m?6q5*XPXa4q8XoSy$y0Z5HWZR%Pcbx>cGNSw-UopmqEOy7#8zR
z&0>%){OnzRC%5{z&cwMDh-Huo<`uD*m5DUA1_yzO`1=V7uF2GQyxb6}7CyM?8PPE-
z_i`WuQs_VpN$`ILIxiQ0EM#kuW>cE!gt5Ib&###IfKTL3swA>knC1W)XXT$m0=4w=
z5LFRUn=aXB%Saw7+BjGxLhn}M_=9S+qWlqIS`+!|X}Gwe`ZO9e4L^iAq{7>nk{TQg
z6W+V@QxR~Ewi}v<UE`MWT0KqgEZnITDymms9;$#2A2x_S4%P{9yZJ1@ugC%pxrAT6
zEV6d#vF5A-YG1A!-X3T`!eihaZG`nz)Z#kd+L~yBGMCk$PfmO$2+}^N26eDd6h76E
z*A~wm6=n?Z6F3etZGc&w!!<L<{$A$A$B(|}<$o>6ooUa`|9bz?=e+DYKhKyuUyf9<
z#b#v%bRWNOb^*fHtgp*L3Pi3093Y+kgDwT5$X8E#**Qqp@o6JaDJ_JUv;)CM{^bKC
z6@I3THeld?L`%h-i4bD5z+f+0BRP&pUs#VM1z>_J=tYZ1|CcfvcRPd`Xk(ji*KDPb
z9J?9FS6A9>Opg%ss|gKERt*AVZfKri(xM}eu2tp(8k(iB<QhLO@DqXMj4ic;SQF!9
z!VYZ<C<K23_=n=&r&!Z*0v>*jDu=Vl!G~SCF&>>u*csF-qFe6s9Zoy{SsED&MD>~`
zR=zUI&q1Y(=Q!I^q<g!$!%Vye%>QuWF<U?5e!9!d*9I8YAoUg?iS8FHJBq8?YLDx+
zNNLw*$y4hl>Xf+Yh2Bebv-(%8$8DnDH2sd8*$e7)=bElGmSV$GYp+0z`|H96_V!gy
zCpsLLJL$doOGTyG$@$LP+U;K((^hIc)>eswG}oC}`sA?1JQ`3&CV36GpGl>2{A)cX
zar9$Lg<~VuRORRsu!~W6<Jx-EQQ^>P;n>~A*>IXc_hlwF8zOmTif3Dro^d)F5@UgO
zkIg@Lp7lfgg>Z#+DJP0NT$z=_!;|ujK)VNa7TUT&G+b6pxc(mej97U0=@RSWC88HF
z8^NI9diRHoc%V08EYl|CXJSv6$ytD>^1wi!^&?G#<rXTu&#-Z50W433c@g6=VbqJJ
z@hoxp#~%R9X}SbX@=5bP%KXu$!`Ergs8e-Z6xo_LS7!L2+v{%!U69bWX3TUA7q6R4
zB6di}SgLy_tp-8JivBCs3oGJH++^<TZ_T*29=^>Dz#B2PXP3|}ZmrD>)=aLzpp4{y
z216}(c6%JEkr#HN%ugW4X>sKY9!*IkFJRF)smxg0L%X!JcjH@4SgjU`kT2cC@Mt}{
zleV@I?bv-hRo0CawM8DvNGvJ&IKoSh>)-o5b$v6>*I%T0O#bD|V;~mr&YbsEMA_Jh
zJ8#}l0%Lr9#S@%O?sT}F^K-ov5q0adXK3ivAdVQTElcWW|Ayw0$BpsHVDmpeoeYBa
zr$pWauRZKWHIuV`#wYLR<WBkiGF4S2Nj-jsIUVG5*2UXA;>TFo#KRWA^wCE8=jmCo
z6-!k5Veq$Sc|Q-@`DJ|kFHmi?wIwP~wc+9wHR*-^EgLd1D@45h6X*uG0%GR`wN8c+
zb!Vf?%HH03Ce7m+!gb8YO+s4^TYN2&vt4KAN0YwhpU};LU*DTrac}92qmg8&xc5gj
zp`5}&wO@n0(AwK8)7`(nmwyh+sMzre5>;11Bqj()Ms7~~cZA(|R#sMCT)gmiuYP1C
zXWoN|OpS=xyL4&n`t>Dt_NVIV@w^R%o$*)Q^dyl*qS1WOD3&&QB5EfV#02dSO0A1e
zLDY{(NcdFt!dD^^9`MB#oT&60)DV%?BsX<T1c2=&I?kh~PM??g{h_Fujbe|#J1?q`
zA`fRX*3nNSRH^d%S7mPa+er8iV@ryDNp?lvn>YCGG387!GJU6GuA>*HJ03qV0l9Jo
zcI(@C-1xUdJ)QY?N}|nDh2xh)L}@|_I{H{Gu?NCnf&+u)f*F{-u;rG&OJ<tCq;{GI
zXWU#dZfJCvc-6&c&B^YwhHeFz4t^lqzdI-PYo-9mjbEgbM7k>45sH4Y4B`W31CwHX
zHZ#}35eobA`}iTC5f+_p`Hgy%sy^{<V(s1Kpd-Ss|02GzLtjU<fby@=VWaBmn;vd}
zhAj+4K%T}Q1H5nysU79Yvng$w@Wl>Y*5KX@FSfR|oRiplpLw^aSQhU<2^VCzlq6Ev
z9qi7=3GcDYg>b@Q7QDc0e=XMHI4;T}GqpKAI~B%2pG7f?o?8Cj?OrRr$PCQcQL`?7
zTKuxCMea1Bn8B&ytO6)CT5tAFgm8@l|9ZAk2uTfIn=p6G&q-t7TU~Rvn~*KpwHGQ2
zt<QCG`ek6I+R|1yAAT!5)UJK+z7qGh2xkXNiweb+hyE`^-}vp{UPtV`M{O9PHX>zz
zg{$~Q8IJBp)?}~kP>WZuhoAo;_=YHy7r@F{<5T_ZdiAs%eQw#@vMVz9;B(ol<EbYb
zhFlUA2ud8kvmMQ!JgUE8aP#f4BSf9{JUUW`iI+o|>SOtc07sSy(}h0qfDBKD)8ao#
zU!aybP(E!{hU-Jpp*ds#-oX`s>7CO&B5WMsiI96VTuLbRhycbt`-`h<J?0nNK}`HA
z?N{o)s(o5<m3xS{>}^NiIH$il;exk0DK%R2ln`<&dNvO>%@X@sU~701G6}N{`%DO1
zc)gKen1>7b>L2#i_qId8?TdcubobXK(XU^6EQB7I2OpSw9z>dayL{(>GI96cn4qTM
z)sZYdndXaS&L7gxo#IO668sMj5&rI9W8;Bd)8EDh7z=4v&<q0YG-G?(ndmKJzEmdb
z^yz%HeD8B5MPJ3{3HzAlidV(e^^rC8<{ZLQJ*RGbk={*<o4h+?Sawe8moJU``(0HV
zu;x4R4-K-@e0e_Bo0}5|>nZ2g)6V@$wc51mH^`SU6b@PW7FTqbq(3x0y8ik><I3w@
zSPjw9G4f6<yZHCr2T}SZ3l(=LoWH(*PJQ|6zviU1w2@b3jN-N5l_L$E>qEU>vA0SS
z(>sSRdikw*$9x#*{hc+fd*R%p;A>hTu_flMo<o;zJMUlA021M5|1EtY*Vf#ghCIvZ
z<9I_3z)^rmKK^>PGKPi&4up6DC{CxM?Fn4_>LRPqf(JY<Cn2XSLGBh}JzW<UxIlWn
zp3X*8Iy2Z>*>+|;s16hkdhMk1viR_${lDOwMSmM!y^o2!Oxh7l_ba90dgl_WcMyt;
ztg-1#AQY2a)7l_lnFBoEt)DL*IaheN@Pm%0xpNsC9&!mT#h$l|xW)$6Is~@oj^@`r
zXepdJGJ)%#ZDQnI52-(Puew5_g->x|-AYMQzbVfspSy&Y>sS}iL_G2UztsWkCn3q=
zljp}0@A}z4I(?-#9bYf<kn0`IQrrY{pFt6dmatRC9H}y4Er|3@#saddm7e$*CSlhq
z=flLc<5FlW#-GFP?;<X@0BNdbJiHT0gbDul2oyYW2NF@we0-7t<fw_h0x#>MT`Uze
zEGgqk|D6FORC;J{drYSSBt`?!DtqJulZ{6WBL^vK+4DK6eba|>-}2L*haLV&OW2GR
zzw%dSZ+3N{FR{@Ay^L;dZ4GMJ+TuQ6z00Y#JbOUYuh!Ss{G5M*sth^6zS7pH(}PTa
z$4xdVEz_{(ynXc}!aHr2FL(H+(;F^DX}`snpnMqZYd7<7l~v8oR~a3i<3<?=tp0P7
zQy*JhJ3i@4A~)|Z0)Iabm_u6iG~@pA52?`f`G-8QV22OSQ%@H*_tIf?J#vM8=5wm?
zDKDQ^ZT$1|d;Lj8^R4Ld8#gQz{dt_4hMn!myk4me8Wnu^s?E%VA#6`04mx%8V6Lx(
zoEuhy22keI+&8!TPt>Wx8LU7VI@3)Gas>#Ucp`e{5|i~H|E;vlAPEXWpFeAQ3L%&O
z646ErXuDpZvP7mEkc=5_K48;Jl29H3CnyHvtgY3eyz<}I3MKHOhH3@4x=a#G^2XcX
z^94zUfE8C?PRkAaqz{MX1Ux}pBw#h0!FKVeZFH(*bn39wM}&-q7hvOkxVwd&Qu7A#
z8?uJjc-nrz!Esw!lKOBBvb8PJJ|-uKV?OI8N($M2-osDW%MZ=<ZCn#cwn2uP5-_HG
z{~3z$>SRc}<iiA1V58~1@5T3w!|A%5ye4K5f*dTeQ3J+-!ti2DG&R&(FcUHTy!Yd*
zt+I5YtiWie0=K)N<H{}dhf?w8zUmb)t4)ZSoK}Vm&uAO>!s+ieR=k}O9z4T5szpY#
zl(xlr(N6*t5AHMC5VHnSnp-KjdJ_qMVobmy$?4}WN+Dz3kCG=~xz^wVK)1XIk>Y_v
zB*mEmOd?;3t=D>>anZ5GdEok|!+3B-l_s~ufF5FiIvl1P3?b(}yRXxEozXGajv&mh
zV{&47fxNRi@Wb)2i{u5ikr2IfOkxt5IVApIR49Am*n=-(h1$r6Ws7Ljt=Ln?!rU2@
z6ANfn)4qYkR8$<-Pb3pV$03<CQwD_&Fd?ezE57_$y7-TO3ls~$zAB8CEd35%+#mc~
zzEbl^M=*xg@0uM;AIbL^P2@X;T$iR9Jfq_NT$@=Jb~TQFRCKi^!BD<_(UrkU#>OPX
zT4RuIW^P~rr~+9BFLq!)AXXJrYu&(rk*VItsppzgPn7Z3o5o**ZF_?4zDAk4YWdFM
zLe6V=@oD(*s{4p(E*5Ht+8g9vdTals88#FWxbb=Quw*;FWVrEd$LGO+SH=9kTfRxv
z+`1w!zX7-dtUmf!p1+x7bt5IMf;0IA4^OKCPcttvWK6BbT4q2vDcEe@cZR0SEUF}C
zRMLj}i?9t&%ZcVv+xOOoY)nmVamQm(PcE=4W5iNHDf&FB#KuTRJB9yvvqj1&m(2-N
zXFlEl$ZhJ7`3d~+o0w;_H`HbUkHbL9RDE4#&i$0K&blk?&-b<!ZbNXTU*yWZmeXn_
zn}Ai6hZ>+Qu0KhyNeuFk@SnP$<B(=&_d)T6h0+c4fG<M=e*N!l)I+#K`M<)>RPVV$
z!@yp}5L1Zagfo<=j^fSaE|V%hq1hzTg1qkF|FoS~>ZPh=V~!+JKG1;=3Y>t8m6dlQ
zeNeS%63~b$L{DynLSB>qd`#etdmLMjyN5Phe1e)qkKB3x`F*o3uzsdVG|V307b%Hi
z?8}G@F^G(<!ssgkVOHx*Iq)$}^;!SB2UUSouTFw)hVe1Uolu?*jK#IwQ^IfM3trty
zlXJ{O;S}XGR-W1sMUGp^vM}-X`*xjnyeg*|CZfYY3!6953a`QkhnQBfbV!)?y24NW
z**;#_mTaq{GncV8_s=ZiZ`q3-M2p8|P2p_>Mv7=ePD9qGiZZ4WcRfK$34G^im8k+D
zk7;yvxT$s)ocw@@kMqFBSjW^5g^I)ho0O?z=U(rshUq&DTYMvawA|U<q&L`qg*f>E
zrfVW~B)O^0BM9OHd8bJupNR_FKnwc%$ihI9RfmbOz#Q=$5d>r0G61{Q=$F<`oST5b
zE0lFl;&sr@36KNvai=PIL5K&1)NtSDA=ul;EH|9e4l*5$C*px;1d6bFiA2@8=H}<+
z;~6wP&`Fg<!rQT77D%>6ykoMj9}qhJpxZfiV(Pmghbj_&&EgUV93p-kcr8ywfEw{b
ziS0=EdBSWET#n0~H-327VPXCf(){wdzu9^XhD0)GKjV?fe~cFmjh}6}45;aut1MIA
z9#y2%pa&o$a1jfNRpuN-(l4$FAGixUut>LZl@*|XxB%d0eoO+Ms7gdZfyt~OmP%D@
z`*=rg(G`A#xXXqF7;9jmcv~!BSsbyN)hB!qMlJV0Lbrf$1<TB$cAP+5oDf_UsmQBH
zG9~o#QWqE<>U7Cxv%vBZB(X}rpFAZQj%WMShR{b+hp^%wxJX3`@vd$y1+ntPMhNj_
z8lDbR89Y;oxZhTH4*Dfq8rhH!)E#Ug3?7_UU)t4W{FkhlJyV$cWD)I#PVA~VZ!W!{
zr_1S%?hJQZX!CZXknpCQfaZOP+G1J3I?nd?@p^%fTL9GTn3+S9<(a56)qh-+ezw}E
zTgL=%dG7%}Sow9#<;jhZ(7`_lBU&K+`Hz=T!T&5jR^thk0nts({}zsRapLby<yl8W
z!iCtLVgs9*v{$I<3Ob*-tq|~LgRFp2JO)um3r9w^+-?#Xtu@VuzXo`G(JeER9Srni
zLrTniyGj4lRSZN(n!|%%05T$<R%raw!s<)<P&O%sE5x<vBa1QwCJB%z0L^TijcW+c
z(Y>l;{>L+;mje$Uz`2zX@kJ*+y;(z%9CMdew?P7=Dg=p)QTyb8xMa>Y%=6;%oy1(1
zh&TsW3ZcDY>_jnURsgI<_48#OSwV~qn1{QpTU<q=G;PL@v3#7SI5|{W*g(qdABa9T
zCbq!<;={At*ievdJ4Iz&_2T+PD1&w=p5aHx;ptI;EAIlQ?xhq6OeThtgJpMnnE2e<
z@$~x$%Vc+1kX>k~+l^ZduUHbf^GLpfpCr}2?nM6GrqfI2GM|#bL}b|HWclSQJrDCO
z#KbJ}yw05~QBf&*`Enso3R+TYbNK=V1<<wMzIq*?0b#K@r?Z<dF>#RhP`8-v?y%~b
zsJZCFZlJwm^_jXxeT&a>_`$2D=10BXRXQC6jtM<1EO0Eyy>h|j%a?G=i7{PGtvW6B
zmIUmV2M<17k8Z*GWxV9(uKK+X)XXY}-2T3~Ua-05vbu3;{fF}gI$XZgtq74y;9cN{
zlM^#gP3n5x{|z6WH5}jaXgVc7em#Hi=!d@k=hsbPC<ay^F*+wgPmBO*Tf&Mk%WXL2
zjX{<5>3o<jYmB#NsQ>P?c#HBX*<_8w_+(DxU+>Au<M|34UN!agtuJ0w7Z;aTR{orL
zvtKL~?lIcIDJ8pP9?ckAeMYVsS}&q0%@eg6@K}h{v={+(*2rbMd>7$$=EE$kZ&d~`
zIWq>HNg)SJ34zPt=egShfeT(n8D0ZFBo^i+Qh!PbpL9BACMDlDc4Fic_uZi5%cQG;
z;oX13rShZ;7YQuP**PIrdfNx}{$ZohX>G_Bg?kpJ#J+;|^)p#N)-L`iuu+h+;w(`_
z>ivn%OKew@OkM#HuKl);C#Sz3pBU4e8W!xhft_bNX1!V%Gz4Q1`#HH1SQte-+H3=?
z)aD_{9Rd%oz{Z4wGH~g{FSWHwDX2+&JYA7VyDMsZ-msgbct-5*tB0?a+xx`DNku<I
z2%^^jb|Vuufb)3-{V$+U#_`|p0y5x_UVVTP%@b8;0yB2oQP$HASx&k(t+{PtG!6-u
zPQVvv)>soT@VMDU)(1EY3#A6gGP^}Ay3Qs+a5QGy)D$l-@Q$ji{O;##_)8p6FXmQe
zSCdyoZt7QCe%TPpRp0NEz-9r??jz`KY!QRgxv$k)IydIFBR+!@vVsmd0Yn+rKqP=G
z<#*>qshbZWkc5F4pG%fTcCSvvU#qTaiGM=sf_nb6^yb;mb)NcVaOaVk`}BM%ZENZo
z{ncV!!g@jBNQLKE_MiL!!y5t9tJf!g1k9j)W7Wrx`2MqXa*<X8V%SHD%IC~Z%2WSd
zgBWM%aDofnD_-&mLBu`@{yev2CCD)G6p<h&(^`pmd<_NjJwXA&%Ns6bgA^yNR>h|6
z{h5*~1skxM`gXh&&WK*F)#2KA<@kuHUHT_Rx<Ql&ITVrcv}poT7mH=!jV#>%;U#!C
zlOm8ci6z6TBaUBTWq&-KH@o#DBRJTeI@7jD_Yl<y0j*iaFNbalf=K{hdF+5Ba&F5n
zWAbJlHZj%v;`jo33EfA-Res4<`+9%yV$Qj2XE9~P8=nTApE~_9HO&gngJ6dXMI1ym
z{CoF~T2OH3(Nw4Z1|PcGx>jD#t^lcWI+gR&*))asSwV)!U+bxrx6~AE-%xkLOepz>
zINbj;Rk>PGiE6l{ZhcAJ@uI@Z=Q(3v&uM87Otlz(9j+b!yo)>#rkGeI;ug?yWq(8%
zcsOLj^FmX}J$-5ZD;*2@BekhdY<%v7`<f(N=oT2@Y|?xkg^dLX!(1`n=xdmm71**~
zr1xcgInjXh(UaWvK>v#qKwvApZ;ukWr^=ox3^i?tg6TC-0XoCO%i|)VSA2fv`>Yn=
zDy|3Gn>=Q(V+HC|cSwd1*V0+^eV4y_z=424?mSaba06K>(F>m!0GxnYfPhr>{KFme
z=p3V{N^Vi6W|or$6LaDSe879RH|bt#^_M0=+2z*PZLw7c0dMBZue^DpQTLd8D>nc&
zY0Q}D7)(rbWyEI0>O}4Le|tS6{`JA@zR{G=(GmkMbhaw$p+}@|Iz<rXgBTGe@D)F+
zynBnc@~jnu@?soTYVdZR_3yVqhwTp|2f6&5Oc0ai0~>;~Ffp-oz~0n@DD~WgT4e6r
z00$Hd^ZYhkvN_@VBL0Ez<AOzW428jY8_Am&yH<7KTdE=>31lN5Ei*dELZas~JJgCW
zN0SFIl^Jm3Q2-rBmjv(txf;o}v{7LShol0KcJZcTi+)jl-!)PRkb4|+?r{uvuh<2^
zD^gP8(uT7xH)Nakc;j_#xLS7Y^UjaqosE&b4GrY&$Ge;A*<4N>#{%z)Z8vF%*y!Zj
z*5^62hL(6X#jF<j&DUI8?igb9@NOYE(Q-M{=hV>Cmy8OWWAvMTuT8guH|jTLW%OSg
zo_M1R#00I(6Tc=TN^tMt#8;g+eqP%6b$R{A<@JPjxsm@eeD?xRy#pG>(T^wQmk|vX
z6iO$>BEa5$#^7>P@+r>W2-+Gr0T^k+)4_>o;4+u|ktH+O(%EdVC-dGp0oJ8KJh%pA
z5$3h|3p(f!ao$_OJ-pOUKSc05t5@(F-JXlbdALZmPV1|AH~pGFk7`|X#o0Tns8p{u
zg&x~(Q_+oBHSNO4{kAG@mGAn_PkK)h%6*@r2HLM59)3GIqRk3iH||_>E{+$HOP@kH
zf%1snF@o?Zij!WMUPisG@lpIf^ceLpcN-zRC(pvlV0}#_GFdO-ftjoz!uruptUA5T
zX>iEtD>04@54e$lpvzff;6X@@#R|>Bf=Kj~XslK}3B}v?3$qT2!hRDI<!87BP7iDu
zG~x@SA?<VTYx#F$fvvU776MyBf%^g+OHy>8=85CZL?19gPS`nB@`Ax5dymeL>COXj
zuaxH>Bl^{^3P4E6PGgib|F@L)n6sanRWFC<UkcB6-BE8%(c!{TNywwzUS6r$SE=KD
z_U!@?q4sX0@h_6&1CpHsr1zL!csn~OE3>?BTD^UmV3wB2<5XvmB|ohHsXNHS`gpeX
zkn1PNF2ov%Iy9Z*3F>VV3nUM*?Gs}aI&<4%CDrC-Z6p3!UV!RsUt(2*v2t*{CQh>c
z9hB5^E8(7K8%w<{N^_aaexZ0a&m<_6z>sAt&KknF^Q785)kuBKnR@y5Em>qcx71B|
zp&oFu4!?H{QjQtAJ)2s{?Q(<grVG6%@Pb%W+MW=FEG6-xqlbEa3?NWk?cEg2bi1H0
zJ9pvIGGZ#!ByWVL+&T3R96~NO1U9OhG6B6X!>U!^(-;5Z;NSlRPTNCVG&@!>4LdQX
z0okJlX2$x_^O>BIP~b{p3h31xYZ7pvz~{7QSZB;P_wBTJq{OyG+aqkZW4EN4iCnRz
zbuceB8iOP=3KdwAOwv(;bM&`uIc_05Zb`)Pegc!sJRI?HQ}Co`T*=Ql({J8A`~KL2
z5#G!Z{=zT9S=y)qIqtLQeXDz<*sZf7!KX#TPN5c#5M`MfC0p)Wh<9xrmkGd{!d#wd
zjE!|W;i@4{yS_BK_TEktZ)Pg+?9`s?sL^fiyAKq9>K=5)&b#_Xwe;g^US51(u-09o
z(qFE!7=^#B7^{zaows&j@z*^g)Z>?DY6k|z?tXtdVeP#B`(<`(-I`dNx4beYruKl<
zKq&2!QuGJtJf{Q?vp*Qe`GY>ujgFEO+9%W=t05MpU;$QC5a9AY-4o!HD9RN>gvQ|j
ze(JUxn*SJ9^vFash9<GNBl{DucGVDvJcN)FMxH<k#)QklMB&1OM8~^nTh^H;!C;D9
zn{6`ux$}C>m8^bTu*Q?<#s<G8m%p#BE&GIQHw_<zz4~^Na_^tv$ljNYrL~09rpAjx
zp{3XAWy-WVkB{}pjhc0h#hG1{+LyvEn&ShXySk~*!X6Wy9us{ZgGAd0+mqE}R806D
z3JN?FOJTW*nxb=d66h~M2O065vJ#JFjBODy*N|nD%)Pm;IeFpkX=+k6)$+Z_W4j~`
zbq_gPo76u44}B&<J{CssxQb?|L)4BX(q=e2dnPk8D!&8q;m2FP&uh>lNhrg_c_*8#
z{rJx1AdZRM<fgmTdy*^jk-F}PtJxh(7hmO%m1Mv1ym)(IY>$6z@7{@^i(gY6zNCDI
z2;1n|y68IDOPV1Wdt#KYpz|2Dh0Ct&RBDBxnHO?6GqE7ez#6IIpdp%>oLO*L_^}<U
z2{BIxgFGqCPLlUj0OqMPWO8z678!I)0tsglotQ-NDk4$bj!hjJlYo?>E7F0{OaJ?%
z{@7%4yeshCotD@*>z|YoK@AH_{u7woArK_34lzDW*m@AM?`0r)zHBF0waQT3{eAx|
z%qc^sh~Eem6bP3TV&NGaKxLd-xq0&UbW=xl(md7x$|3bljMvV|h$cCHDd9|pvFcbY
z+rSAO1%8&ck>@lVWLEj!T>3(s4Tp}!XLiw@_<)Odk3;h19t(s$_Uiql|1DKCTs~L6
zi^6Uhc~CaOpX~*GnNuyoW*u%8@G2%NATK(<R$b>abm;o|j6B872lF7?A|1{w8WxAV
zEhNhVmZr`Yy`RO5K6kGn+WhKjla$|afll#>+?M75tKQ1qPP!P#(niS78P3c6mQup<
zK^SiP0m_*PV<OMkoc@Rz%;*$wjGr>qI%{eNpnGne(g`LJ4@|J_GlI*A_TD?Mh`^{>
zaA@@hAgM5<;O)yx3r*$>)&n~r7BN=#+<<%HiHsDB9iF{i4Fg8NEzaT8@`~SJ@ke)E
zLEYU_uerWnwi!^J3k~(Kd_@don|6y6;9?bXL)<5~nZe`6bXhBQ6STWm*7G>y?tL>8
z4h}wP$vOBjmxQOYknqR^3I!Oe-vY-k7nj;;__ZFq!;Ao!v~>**DL%cGL_G~xCJqX!
zl4|^TGtGw8@fd#@x$N>%yRtHej$e|}B@!4@?=LEOxFS;G4+m;2jfFi4F58yK!XQq|
zB_FuOu^R}<|Bg!m5)sl!SG~}9X{TSaWSCm&S6RM`F<sddLz7FWQiFI10K3Is2ZM#F
zy&m<J*ZaEmcgK29u^GGd#T^c6C+#A9JLH)xiS~uSeW;_8y9`;0FHp=@nal5dn`ouW
zpp`|md2J9pVA(``%_1jbEvSu0O1QP(6dE`T=nu#Scubv@uq(b6#iL1cb{hvsyH3B6
z3=?>Z0*$_#6q_N9)ZwJLaD9D1hgxqdd7AstMcO{W0s9u-<q>iL4dgju$ab;8i-YYu
zQ%pkq1bNTU2@@E8jW2=pi(Qq=^c}2Tdq=Sm-#Ja>G!@7FC|&qx2{*M@b;9^}Fw2V?
zN@^NjKZ~<-nz+3exw-eM<!;}THN8tF3vpyJO5~1#ZnLib+tvogjjMtZS<ikj8=C$!
zT^qD{#5{R_9k2@gOe|@YxWhmYdc)i>opVjh_{I3Q0dodh$Gz2v@0go&-dpPjR#6ab
zM$KzVKa`9PMFFeLI70*GuU+9*X+s!xYx3|K?t=n#^KDqm<it@Z5GMTcHs8lL7M2bj
z=`Jr9L$?_RBFPt!m7DW2EWpOpSez}8TD$#bJE^Di!|_sfs$uDK@l>}B<gENGybVvK
zEWxVLRiGd|BFPpZQT%q1TkovAzUP6g=to56BSH?a_Y8k^bjy=}GU?@^fAGJ5FCU?a
znKUcU&2O89&2BoK6*zaRmT2xLZGLE!G$9Ytz#DEsdq*<e7V6&xa~nh-WVI{f^)o8E
zU!(s#xf7RdEf%Z;Co!{J+(e|TP%b;tqBTjNH5xq;*U`4nG3=UVbhNihh3A-*-hO|`
z@4}+=ZQ_V(ozjy&Q~9!)jkESWW8LU1BI6%+FWmR{6T5fgUr(l=y*rThAT8~>?LUEl
zqTe%Lw845n1=yQ6cb1m?x@5U^bx&Tf&G<)bGAL+beOZ~&d%dFMT0)G(^jt~FwHt0e
z?4Hq@#ux)}afacPaTl0<*hbf3L>^l5?p68Ih`RD9dqwA*)XJ3fwqNcS74MACydC|1
zV&+Te+r|g)3bDV-s{AWkVhWtjUG~0wd9(h_%+J-l&2<(5()rg*EiJH=<Zzj6@<m6n
zOi7s~g#)v*z}^zP$hGDa6}G&;Ie^Q56w5XkoO1B!N;tvfp3qRZb{JYtvgYztcqe0@
zarix6HrfK{GF)g}6{1M41-UY#9lmlIC|$nXou6N;<h8dqvbNT?vr|~HW%?<gzpwK2
zITaWSuOPc-K_%uxHjyZR!yu>Grvpi|J87&=E3B??Ro;)STjx9)3lyYqd;>b8MK$N!
zpzRknSO{T<5(di}1Mw`U7rqab&t=o%w0{n5fdpRMZ?Z^9v`ERlCLWy{{hq%@y~QZ0
zWje`+`koI@2w!Mtm(~w_c~#i=8o%#NmD>9DauJ`~mwW-s>y;)X42CSXY3SS8Ilt2;
zG#^?>2j-+s7wWA{lX}E}za)<;>C1jgj(uU-^1#Zu_1}ZF{hZ$a0?j{VWFnOJ$=zpe
z5`Zv-9_u>6Igy>4aHA$OH<`ez7nttQk%e-<V}B(TvYV*(7uQ>XbzMY{2cEanI;AyW
zCrHu(;+B1eKp7Oo*z%kOKc#^^il)69`24j1m*CM{K~;UG5io+M4qP~jr{VG@!7&Zd
zAKKQkC{Lk7&?{%!ur0p65Kn+@)RqS;#&FFYxTQVl#-LM>Dx^}b3Qm~}#24YrXrSbe
zhVbTDUUn2*0H6w$eg?k3nls5@dfPO388K~NUkGo-wk~=^^FEH3T|lRdX$?Le!|Ifj
zS#5Qw9|2zDLN>rEHH!|R;e5!km>-0-%aJ!S%BC-!yYph-HsVjgyDt&9RiwFpZ>(jU
z-i$D@)bvzR3XV$rIN-1Ce>5;XHw`{b73=(_q_AXv-hcDW$o9j&#_o5CexK5tE}x8=
z-2XfI7*UVry8WKaHtEVe74z+D(9q=X;&NUsmRE{+0{-8l+fm2fG}RD6lSA#wn1_9k
zqd6gfjSe-vAkxTRXD81k<;Gt-+};Q$ONHwtxIqYkP&_qK$GC_z1XJw?!`m9E!gsjt
zuKI!0+V+ayk`9GAF+8jUK9%ak%hRW>w4v~crP@#7B%egbb+eu(UN#)CLhN!8PbD~8
zELflX?f(AXVffdk?W&ILfev*Ia=6k@fNH9aP&=)1hWpL?EKX&hVSQH6Vq$5n$RW30
z0brD>)E^YJvWuw^(LTSmCHLoxnhuI84$K@DVjMbL9KMG-eDZeK^L7~Xc3AShw&dOO
zDK%{;wSFhnzE3>j?lG5G&o@=RwQJqq@BUo)dgkxWZocO0zAW2U(w_5VV+upYNFrvV
z%1Cu!I_<nsnre({RSgBczsrN*>xzTPn6f?XHd`+36uwrPef6r{viI2H$`@fltsH^3
z_l0I!Lf;%qLY=I-J>4*U!Dia^lCGTtr((e0P^Fmtxo(PURLW4a)Uj`<96zpf7Uyx%
zN8=*LnTdu{Xz%@=Yx~{hp%&e56TE&NcBDro+Bd=M-?2%A?5l+R!L1&1`qA@%rJP*{
zdd^yJWPI`S-1ZyEZylt$rI;VKGedWXNas6YS0;LHthrZ>WjQ!z2QA(3HTDm;i*yTo
z|JF6G!lEdZ^7g?~X%5)Cgyo0ty6LL3Vk9-;)6QlzNqH6%2j^qFsP$_W&X&og+|N_w
zuNeUCp*}Y%jwPbEtj#Xpct{>S@djvFt3;pbw<Jd47<~+i-tOrkkay8gY@$M(;@Vck
zm80E(67IzdZBXMmCO*?VsFt5p^NFES0FWoQV}X#nJRXkcbtQ_oXt)mGo-qpsJ96>x
z__vf-9Myp`^hgt`ueCd8tR!HZd9Io}Z_0oU!Y-=83tnX}QbrC4jfw@I4%CAS{E%eq
z_}Q*_5@XipN!WSu0LBC{5c*#A^cB@3>z|ekiUx~Gm;1uCP=(j)Zbp18EZb^FbDU}N
z$9>TP2<FTJy4UW(EUZk@(GbW=)J6Y&15_83g`rCUc@<kUrw<tgAKL@&NWj_idy@4T
zO_U7|SiqlLnQXc+SpJb#J*iVPXb|43XS<f8qd4#|O`)*Kw$W*v-cWpVCFeJ28L{Oh
z@lap1kcric)iGj*&L91J{;#@h1>wEy(%-+aaKtI_S7#{X+dbYN4@0(wks?OQe{QSo
zg{ba_0K&F%NSG>+hJSEKoOJ(1N3H7>Qvba<fTDg&wr2U$958vh*duTT;PC)S2=JM!
zzmKY88wPQh8_^EHZ+EMObKM2$ESV2A!@|nEwcY;(ro`q=<UO4B8X(;-(2;?<HBOBg
z&U`VN9MQP*^NXqTqsmt|o>jj8bK|-N!To~0cC^z+kA)%41h7V+CeQ0PyC>fUp414%
zV(UhL!tN1`&!aL&1j=dt4lr;fNOH?KV>^N#aR6{kK%WSamu3}0M*i)@$*W+vfI0v}
zw5nKPqT|0QS=KDsld-c~6mb$p4L-$#Pl;{l2MB-+)+N_y_86>|p5TAL1V;|GWSUND
zEY|EO-ieC@WU@RZbPi}`a^6*Bcns)ZmP^DrkUWsD^N5o2i0gF2?{<@^>w5f90*gW$
zi$<PwCsZ??bGbnf=tq$)$CxhLBWsa4_D8vuEUH(MUt;p{N@7WGUUnv2K<=9o#xD$m
zrPqrB1-BF3LwVe>W_7Q7?!Sq@N~Ky8kthw2^i5+ZoDVYydGV3|IEV*amWD(`T7wYq
zrp0;Y5+}$RBv=HJ5#W40VO=@r$T}=GYJ-nvDem}i@=A6zUIe;5&*AQ?AiNBU!oWLi
zR0TylhZStYDFYB=EQeIi1>{sXNzbeq@SdGLHG?^l?CMby>^LPkerjaP%HC0T04MV<
zDpv9UFmi)r0!OR?#jh786h}HtsY{D}7)w_?2vlScjUq^~_&?N)Xkep;GCe(j0Qx(>
z-2ohNDX|&3r0_g_6HNFKbZJ2IzYd7UKyPiI(AjnyL5{z;^+$;gVwVc*-}(im$>kN)
zp61hCDe$9pk3&3z2H=^5MK4w!9gueSY}|#(?}ndW|NGRx(I5TK>JAXwe35m^|BvtB
zM)b<M?&h#UHiu20?e`TUwfJoWia^UdwvEX92J5<Y$<)rwPW+-<=hOP`@-R6sQml37
z5?9w^THukS-6A?#v%C#Z`2&qkU%iLD4uGen&mBq5!<j|8qiI(^4TpYOlFr|L{ZNcy
zrOeEw!}e74+7Z-FmZp<BC)!rir1S4AT-u(9x%V$||Dco^CGgJeP`V(NE{ZGqCi|qZ
zk~3#kYnc#y$W&uc<QSkM$?%7K8ePRw5GgO)bSJ6GQ_yx;kP%VmDjYHklX5t|M=t+O
zF5g=!CAz^o>ta9}{sKBTq|o)mn@U1klr`i1v%OE_<6ezfe#$>#QmtQ(<F01tygB;Z
zx$|$h(c$iP`6Jdp`FcW1FDz8ELkKkwbH?z-l*Ng-(ud=5YtI^9Y_0YUJ-a&#ry(3z
zO_EtnRG|q1Yzfw}Bm-rfj+B~~20*|IAC;BcN_0K8DTsY6%o2nAm<K8c`fZ4#SI>s0
zxBL2}d|)A+sycJ_<(cy@|3}h!$5Z+Kf81HlG0!owIp?6F%#h7FcDBeK2W4brZ_cu}
zl$9A3O=-zKC^ICL3Ry`hGaT#q-JkF8?;e%Mai8nHuJ`qNJ)duxp5pNNg>8`dZd5ws
zdO)IMbHbfh)y-$uF2aYAPJ54>Vr5HX-<7`BYqGHf4gnBH@Sy^NUc)L0DL@v!`hBTU
zd*b|v0^RfR(<>bfku|S_p1!WQ6Zy2^N(ac=;Dfnak9m-G%YYpd_I|*rU`ho>#H;Q1
zDJYi&0Xz8kY|Vwf<?}aw!BYNyiIo)u%DaM*(*BV+ObK}2Cjop$LG9R@Pb^kN8Qdih
z|E+G<igm`M6fM?63Bk|0p!eljXNlDeHV_##B(HWHQm};#(IF)OnbdA_EvGRGp>iAo
zs&b;Ih9nb7Ii)mYFx|3S+!_VwjSNsFKVz^LEbzGZ=80B<pgL+7s*afr3ueBmp(j)=
z$x69t4RCrnEFRw0JB&EBNuGt*RG(S#A}qnMg7cK;%*8&Sd>jc!Dg(CGp)?u1IV?|0
zQa7CrpR>)&sb?K#*5Oe6Q7*tP6jCg{j`T3Zn2HN}ckQK_U{H!Bzum=vG4bN9fd*Ho
z&8T#`R`zYam;8JzywFrz#riTh1N%h%>^;!v-y6?=Coc}t4eIHNQQ7##2L)1{z+hnD
zKL^6|$i^i~;h=n``XMQiI!~ejUsV7W5A+!SC9EUYu|V#o8@^)09jc<i2l*io()Wsu
ziD_>Wz*ZbWK<$!oaYpLu1A#$u<<B;oB%$4aRa{m;lBl2<p{y9Dthj_o2C~&lcFCUJ
ze}jBi*w~VL_LxrJ0|+B>k86T)7_Hj2L@!0pBIazcE#&>ET<v?QScMSYdGurtEuEK(
zjN(OwI*|EL-~#8;qEICzHVNvB*Wxf6>q+n)gbueSzbCO~XAhT6*!{b1eFQion%g%b
zzFla-*MU$4+*96mX#f-<q>>wq1!TDV3U75uMry#nx(8op7l|Qpil1i)S>92}J`ZGf
z*O4Mg=~=Z$<YQ1PZ;o4LN4GybI7y8wDLq3DfBTJz<l9gNh!?6qGAUj35dqaMh+#AG
zOYYY-=t}E~5#~xl09inb{yBQnb3sM!_iYmTIE)$sZ;;%pYf$4<n=Fl4cPq%k;3`pI
znn$YF6&JCCyQWWU=h2c-${E=SPjMj&I_OF0&biM_r<Xs2j&K-_GH-5n8o+216*2HK
zaASd$&`|01$tz$m87bO?o9F=-KyKefS=<nf`QrZ8c=SZNp!7+H)+aZ%!O6`w4G-^&
zJ#G-bhPxM~>53XUf&}PGAWzv@g;;z2+8KJ$iZb)kf&F9ajAwu~(sf1KAT#R@B;XC+
zaeP?Sg$>C}(EHre*V%ErUL3u4458AmeP;;TK@dQLC?2YN*w)HcIk(#?pLDk}{fIbC
zl<q=an*kT1^oZS32yXoBlN}uXu#GJmTC{t7g6uZ8msJJ(Pxw&s9kkArrn9O`dQ|o~
zy2H`6o1OEyu)+kn;@qv1$wl9ug_nH5uLJ&$5H4GRi@qdi(Nk{W;T}#rrgwF);^?Ew
zeZKa1WI4nyZCA}wZ?WfSS1k*2%FfxexZ}+^sdTt7dN!pRBJVed^LTq|`w9WXA@t3P
zsP~|MBz%hRtzO%qL<nN4RI7fNNob>NNL+vm&)chM=Z3&QWeFTV(dj{$NM?v31GxSB
z;Kvk0&_FQjt}k(s3osYK#gvLJ6_O?B?&i_%@$L|RvYl8}=WJ+i?H&*+`LlKuy!OUQ
zzW(82ny;0O&gRBk5A|Tz{n6tNM?LA^Q-%H!S=ryw=vGaQ7M*i#8rkfRI60=pgj{Vn
zNm(U-{{Y~Nw<UHShOn>bt6^bdkEp6f^<4TD<#LYB8nsmuU1LH3nup^ddrqLag(7L?
zs_)N*KfKF71o?PN1b8ZL71%qw+PPf%I6b92{!Lp`Il?#MvM6uw@^X7kjY`VArPb&~
z<388$Ejzbqx~w_$vFL+0ADZ!o7=s~mvlUmDZwc{z;($jd9+76vPWs-gdu~5O1bpcu
zA00l7?Uww$_vR?&qzE0@wQ`TfDjsCLa<W%oqraISlxuoUVX)EBmDH5x_+t(Y-v%M?
zAfo>j-{7Qxxc&FN(47#`8~w8w$MkRQ?O7ESTe9!&fBjl;e~{4>Q1Qm_-CpdAQo)-8
z1E0CM*OOwT&vEk_ScZfYmA7IX_YCv1>1kd116_R<)iP|u)c+|Za@ogRI5-gsBcMJ-
zsfO$XKws6zdMNcPiR_=?lU7A!HM>t_N{8hm4P5)Ll+vUkuluIV+7(G7p(O<%Gz?JF
zdBiNJ<(;LcnXDt_ZkY7GQyH8Vop}_Ka2DbrMEVPYrY`2ASUhSPCb+GoIG1|kW71k<
zp_;FmziN8%A^+Wzd+WowZ**QjQ1^lN&a~6xL<NI6a27)_A5dN_bIoA9kiIXrQL<v9
zDqw6QN-}+R5)yd{NSnj2?n=}^mYg+Y0!#D(+E?y8PC#Fjj*_%gWQ3IyQ72Ht$6b3s
zm{Md8Z9t!c9#ff*yAF}{Ex0*YIZ{Dat<qr&`LgT~_!z9`QYu~}bRC^Exc3M@di&wU
z66@6Vil2L1y}D`|ZXsbi;h`Kr5rqvnU||-KZHL`ETDj<!>&LWyqt9Ke&D~CJw%MbV
z@6YLtbRUx#Z1=l>dpUp~rlG-{{y0}h3SnUU8TI~?%GkJ~+5_(x`@ZFe=kK<BP<v98
z+fc;0A3RLfs%f0;oqRj~r|r?r!rDg<THE^!`M+CNk?37x57$e$C)BR|e9m9Ye(8qQ
zM|*iy)v1-hSaz;n+%5wpgF3p_w@=2kq5sCKPU$0{cc`}nOE_=uT_SFoO*sDh)Vcil
z+h4%8$!4&vl&c-`pB$<z0-BBhGGpl^POvyIP2OIfU^0D*tfmZeztcL%^noIvCoTgg
z_%w8G1!t&+9+2E3Gl3PE!64pbCOwgEtN;v;fcC?05&%e0Po7dH+Lt+b_zbc95<}s^
zq1KS}f5MsS-zkTnuW9;+J&r%g2wi{(N{1ID0JY<0Sgm}QceMm{*CRr#8oU62UM4r}
z2k2?!m&MDS*2-&~%B$>t0OJdMy#D+_T<gLT-vU}pW!m-01LymXOU}p(%Sij5m8v%#
zmC3d;=gea*PJ_AMa9d~jx5N5xo&Dc>QTzc@Qda&!p8@pbTjqPGl6~*=@?E~``tIGC
z(V@p@`X9*+KY8tH?U3-AOC$ZkN!dFNUx!RJuie<TyTmzRhg6-YrTV{o5H7g31u<p1
zhBP)(w0x?fL*~oAS7@7m{AXnN?>o8GQTg^V{ZSY_4YrQd^uGVMX5;kW`?N&;-GkKC
z?K7VbnAgsvt|D`Tvr*uU%U*E-VLmP@&$QK_sVg2`PS{r*l4wNL^6Z|_f2A4kE97GI
z;Of5VlUJ^18s5p)n-5XgZYzjuC@H9cuCf_B5QXDK(xT6wd)8-WZv6eC88Y+42c>`9
z5@QIOS@wO!=l?d`d*R_5OFbyWwsf)jSc6{-z!xpN&7w<idZ+96>-W`P%hvr2+&Y8>
z9n*XW8WKQjdDib1J7l`2NW6qI>(+BoB#If#zN3}Sjv?dKFJnF=xBp<kx8rq$i$A|{
z7yS~{@R_PF3KS<hy_)tutLj{lvImRh%A>%clFlAvbO@k}QTW*9pWox~>A2#*uM`2#
zBS0TiG7VS4!RU*3LZEv428<#YCnq^!EE%oLu%1WLiFRw;#5j>ytVnF?Gc%Rw6GPzt
za)aVKm<r%O4~#OZZJ*Z+vS5IA$3G9ilcYaHFNZKd`-n%xy?g7r3Df3bn|JJ%C<#Zf
z&AjFtN8bzC&zuIxkl!y_oj=rFCK5K`XRg~Hp#7YZ(T-%;0=i3~v3?Goit7Sng?}7E
zX5oA{b>6v@kFgo;!8VZlP57f~5Vb3b=XJN1oxiB!B1(0&K#QwHo99wfiT%?!K>52p
z^2qszd*342i}7J>{O8keRejfpWo<|J$OFRu&bQK=s!Bso1Sri}9-j9bf)2%ng%g$8
z+k3ha3CPTj7mS&Y9hD!G>Y^>)cj}l_{X+KtQO&6OYvs#dNp*lXbYyybR|d^dmGwb(
zR1<vHR*2&aeNkx^{*`3q8$<u4vvh8Xn1`lATb^_{`<%*r9m^{n#vrRm-j?K&6)-T+
zx@4g(h$bp)g?Xqq&wNJi^?12xCM8>{0`P+gPKQg<k3H7pq-od>Ee{_K_8N%X9b#iO
z-PpM+kq_vje3pXWp0eEEkBW;sKMMe?mYbF{4yhfLCpshxKjP7cRDq-LRLUXw)5=N)
z?OaMM7H9|5F9BOE0M%5(nVkRt6lxm~x`Z8azwTrJ29>r4-|_|uS4sw`vUmJbhq!y$
zM1rr%2~^s?yultM2_m+os{n)U%cN6K97xB;CjEpvj$ik!aXOPRwj*471kb<z!LV6c
z&y6?G`i#cxo0TMSk`YrfN(vERgs)cVNzFL*=P>Zk`bpU?zW)z3Oll5}Xu^PNMm^r-
z@RDa{YWFa%)3;syn?djL>ZsOfk3u8!-qtYzVP-z(s7MGKU;`(e)WYG@F;F$o^27G_
zlb)1%Du$IJq$q&Ef|0Z0bkl9=&h$d=YN0yWFW>L09_%~ah9!7TrYZ|787b<5Ve{s^
zEED9ox9y%Sq&12|&IhN^lebdh(wVsYP}@OJ1Wf^{ASOUlPsTy3y{PDl{(t;?X}EPD
zwqn2l`GO1;7-Y`+bH~8hAf$J}q`EObmz=+P{T&oPfPhtUNO!`Hfe`>MT<nea+PI{_
zHkh8aju_6Bya^0T6@V=yT7j0+-8uqbOCktPWh`dv5Q=QWfM`!pIT69~K3})7p}=!_
z=#-Q42J+zvQCly??YmOqx1~f@LM2Pzu7%))lf3VDrDs0Mz3?#4!avt+EqnA&#^`F^
zkYM(JXzrkJUjHqoW6WqNYk%b_2A1Qn=SHt?iIJ6nvBk1+?n=f9fr$hz&OOKnxajuz
z^7H0T?!tOOiK+1NL9_BG?ap8Oowtb9(|p12xyo_QR%{|kD6Vt~mn7g&&q^#5P7*&}
zKSB4*wBfi7!RKQ|#Krpyt22}j@Bbi1G05M?1+{~d5THE;Z<A6ZcFH|RJLYmC;d>uR
z!`g%nIFc|xs9W!pjdE)I#h`o?7lPUqT3hYOvzLEmGM~rs!^6_CA+wDu55Bw*{@fbv
za%yJx9Z}3}5C3BSN(5uOtM{4Z59-~KANN}_t_NtBs&fc@%(3c5BpF7yUa<p&Ugm}|
z6FFo3E5nCO^cqP8dKjq<!$g1>mE$W?mil|bC_T^gyTkQ+w!UbdxVz6csBcZLv~n}U
z>vdi?FUcRGr};@?6yhBD(rolL-|CyWXRvHa`@d4a+^qOsp2zZ9Ag$#qRsHoCo|iXr
ziL5H+2dgAEu|wG+_{35vFAs+*Qck+nx91NdN$B9Fmu%xY%H}<X)<eTc4v{23kHBA!
zSAV$%U#Yn=ivl<a`FhIlK2dLURbjThelr=G+kY2&@=)kC=gBuO7}u|h4e$2lN86w0
zMU_k=p<q_TDzTmy`1x>NcL2!qH=$axUbk7d({lTb4W#u3=|UkMghwRTlh!{QV62m{
z(wGvF3pqFhE8=QzS2WYSIGvfk%)19qsH3P~UWX(jR~2ku8@99<VuFJUn6SB-n1t%M
zR0KsTJ!=X!2VdceKwVD8peWZ*%B??}H?_ctr#GZ^Eh&mZE!B%n=Ht59p`P=QG8*!F
zI*W{Wo&rZ9OWFDb3$c4L>)iip-ey}(JjABbP6TSGAM`JL03xw8s`>&weUWEW-y~KN
zi-LL9^k3jh4>@zH>tBKqu>0Raz84`ka|wHJAz8&6&e&MsC$3ykU0U>Xbr&#%Apn`q
z!{HJC{{H(G7M&@+F?tsb1G^*XR`p<rHo_bPVx14ktRdmVlX;B|ns5hQ!$<|;S!8Yh
zVTizgh!Ad`aM|;Ghx&p9rX1S-#dTzT7X}7RrN39t^}pvykXF>@JNLluhJABO^4D*B
zU%t>CUE(Mq3QCcnEhYv{U>$-)A$S}y<+8)Bva;F_A8EY?chAg>(ts*Ka$&dv3K5-$
zu#$gH=&e0HU3F^M>qh4D#cU!5kg5SSDJU-hkTE#X*IU&4rWlwLnYUDyJA=3k;*3<{
z<VYHeODdEE!hddD9H<~e^ZZ|*Fw-mCGq~$E5{@G@NUjK=^y0^x@BvvhKZD9xfPI2V
zf-f9GEDfO)e?iIL7$XQEuf=lio<?F(;xMe@>B~vLyV}oJ;5zVDJ{-&|1z1WXr%~Qq
zTtW`9t5%ThF6@q;7BI7^v~&f9Iz0lS5ou><1!Hn+Ir~0~d=WrEZE?U)?TNeyJ%&8S
zKO$kc3>4#}NbPf+Kbg42;<(6|km84&+{2iQsEeYh$;t$!UoMZ=e-x2<l&hs9d}mKu
z<st%8i?vFmW}|4H#rooz`WOj4CLe=hBPQ+4PO(C3v0~TKd{a^L2B*vD!NGvRQ>?dD
zj=9~t{k*)SyZcaWD7TZJ<DN{Tq|#kpEQH{dUyXS6H$Nesc($Zyo8+_eWuE(PyLa{R
zQIByQbutlD3aR5DG9xzT7QU0T*9n3rkdAvhe>*#qs0By5l#oftQzlo?DX5x=W91sy
zpAPx7FkUQ`5d*0KJ!eMbXAt`~S6&h0w)gXz)182pRAbJU9Xd}^1wA|?g~SDZ!vpXZ
zNfZn}bSbo&(>oHK$S3uZ34y&F>dW<)C99;5Tq~&H!VMI+K@`NqWpi^Kk*X=w{yC^q
zFJDA)mf7-~$<CbI_m|kiJKb8d4nX=dGSR>OeAUprvn_>9gyX<b2#prKH2d@$v;9zy
zj9SGm?8~a7e}V95gspxX(|cM5qFEk?AFJr<UM-~RQXOYypxBeWx`!F9q5yN(o+DjF
zjg2OQI%XaL2_qQryQ#CqVHVI&3qm26#!R~=KwA(TLJG(LZor^J9^ZMIH;wzn^HrJ7
zxX(Rh^sLIw=E&b7nV;ueorWREm7jdG*uI57v-0r~v$E1Izo>0(F;i9Etg6E)KEE?N
z>*XO2MR@1rWZu8O^S~j1g>2H#!D2Y4mrkwCyZPc-Mngph=!}BjS2oVCC8g?4F7f5M
z#P=UloE54`Cg#oMNSJ|BKv2%@_8@Rk2I$SXP}rd6QR0yHbe5>-Gud~x9NP<x)ee_v
zYKpG5O3p5t?hdLp9#8IHLyeCqq(sq|ioU$uNqM|_vxA|c_0-td=J(T#sO(ZF6N}v?
zfMbS20Q%ANbaiu6=gA6Mo1_T*mi~{kxl|f;pVx|IRx!(LRKW%@SdfzzlR$er>re9S
zXPm3N7DK5~j`GQ}J5iX|_tx5}b>{P{sTrMbV+!tx;mdEg-Ls*5e9D)79egj}xK}q@
zDV>o^>oZ7lbd>vr(Hm=kK0^7WMG#m>JR~W^82BkGN&FlYhwpFd(rX+m03n1S6ed&9
z-a@&)MlM8QmTb8f*TwSi6VGR9Xq5+D9^b@Xs->i+rYR{YENLWVso$i(_=ScqCz|{`
zr1CGIr`$|HAXK;L2z*ySJ|C%5KWef8KSlmaeMZ%P&wSE=uS|lC<|+8RI#p90UK!m+
z@LkKf4+}RtJ!~_sss*Qm78ZQ}yP@ftgXbf8#RcmW{s5}7s|-9CtIRh+)WamNet8By
z4p}y7WdZ=2V^=&6scL_u*mXANuG`Y#Ix~20WnKa@9aOBl+;D{K)fG9@Id=ZjN5%Ia
zRNj9sq^E^1`9u{J{Ty{t2S<|D=d^fHJ9cC;Ow)yq9`l_;3;=o?KlE5E_LIB99yJ9x
zn_3sr=HTDLg_hu_h=8#@7Jkjx*aP8M?sn)lg&>E7O6)-f<^PBzDyj|b!4th*wDkkd
z>zF;8@OLbt!?TB34<RoI>rTJF?tlHduaV9P8~XakhOnzErg`HgN(Ijgz4bHKxD<=x
zV`dg1H$HnB5z-j7*%-YWzQMA+gfNJ>pl2ExW$9v5aQk84?Ut)gp9Z(LJK->?2j8<f
zMY1{C&}ag}V6C-gHCn%7EmdQN<3+pv3bag`x$OHt)z04mabLbQez!daYw7#`4JUEb
zw^vUP1U>x>-YI>`#UE0oQh>czgeMA&wLvjqg+O|Z%4<rDITcCZ1_(I9L$yriZVLWw
zlma$_wz%xu&OjWfj*5|hN{Fj*;x&K+I8f&Mprf!kcTe!-m7*)b>-Y9(=$~+6iEYw*
z97cx%%;&RuSP>Qsa;8H4v0gHIU#DTe%b7%Eim0g}Raa<b5OH%RedMMsLiN@=+`$8~
z{S=Elb6MqCVP&p#-^5py+f(9<nxiFqvyVREAA8>33V3lTOLged=OO0IESJr#v*YJj
z=efD{C3+}&5IN|6+(CTYetZl)J_Z&WKXfFQJaBls2g2jED81oXI-t1s>%tpr+~qqS
zqa)1)6;73fmkMsV-K+|KhC#|eSKc&_yC=2p`rK@K9QE){Y|AsA{fci#M=Pd6a$f|*
z4B42a5Qqn_E`5km>TA`Qne&j9=`8a_^iE7|ZAjCBe0U&<xGdWC?UCbuKE1TL4ddEE
ztGD;gpZ0-5^;B9pM0<H9C&R5SDY+=<WoPSJvp<U3kyU>6;Hq%i{j2-e>>}Ny1Ei(y
z4-CI9$j{zEw_*EY>B*JRJI|W7lwU-Qt3Lhk{+0N$+0dfLh`7=EjKWy@nWX24zH!5d
zbQeP5pvr#{ZvnrRigKPqq(+>xMmBNmla3j!u@<3g!j@2OlMKzxK4#2+k%08hfAL=L
z`t?y@zUq)wZhj3o8n~=?`Wd+MBr(bC4l&@K-<N0Tk5aD?wU0y2ac!tT=c_V_)`iS{
zm3F65Fz%=80bB?`p|H=(smQ9FVxlCr7yaD3%u3IHSJ}aIDB>5k9%6NxafP&pwwy(m
zfGI-y6Tg{ncvvHRF!%A(*i9AGd{s8FTD9<4FX_SO_fOg@j|X**H@~0zFUVqmujbT0
z(+w!5mzfLO@r!6{XT^b{KEZa<ac%{k3|ngym|zo{;HX<(hY|o3ngVCP_wC#Gl0gO6
zD=20z=qcHGA^LaD-$Tso6y8+)(J311kiwmyiALM`y66_uN>$<LNa<%+A2rV<8GiPm
zZW{hvba^w?M@z};F+&>{&*aH=h<e1RJZ;of>{KO>H2kVy`M5LLTUbzFOb{LmsabYg
zS#kgSt8IGv>G<^1><^WXH643^-?u08V=K?i?q_><rtfGToDGn-NqU-FMfek~nskLN
zmd^F;{JOA+H8d%^$NNI;KW#;Bq^|ZPPDclmvXIugJ2Q7$%awR`cBXijk1zUy5xFY<
z89*oWGwCH$?mc^EpaWd8g(ra5dmvrNqfE`|X|ung;j*$HaySYjBO4Dnii&sLT0c42
zP24DsKC68c=PJ^Y@eF*(qczndDhdV?Z;Bg({r#X#xb}2-T+62x4f{BaBHp*U%TyHe
zakcLi5{anBH!m(p$2*Vd0$3?J;5`b2!Jsmzw>ynEfu3W+ARVs6k`%INko>d(B4<d5
zS2zbcuFhR1hA`Cz5AVU*PA5dp9r3d#Sxcb6hlIJnGs(87zCHM-1kVdH(6gPuXwE(f
zf5guV=%N!INgLqP@57n3LjI5~+ojLD^L8PBY6%|BdiucLC%3YA;T7LXYYt@qwRxFe
zRopPoAJoQi4)md>xSZp3DhC7``1dGCkj--qqq&CqGiwqW!5VryIgGXY&B<<<2I4cq
z!691{BS0dA=0wbq<@K_&%<9;BGaj2L&jXXbRk0!NpR1gF;1e@ao4LDS#9WF7%MD}6
zXG?(8Ji!m8`!^)n8UD^Jv0>r*Jhj8DL;FEebx?;i-GhD)b;?@~qW7c3ac2|s6E_Lj
z*O5{~V4mmnwB_8yiH7K_eGNUl@mfB_j21t}ak(T7d8%81m15*MrVaXUU<*=<DiFjB
zvFH1;up*jV^%x`?*E|}0`49!a>7ft+jW!n1xRN6fu?(@*HKG10o)0gWmYY)kmu-R_
zhFDaGxQeWHcHMCN1KIW%Q{?;I+0|?087yJ3jBzDzdoU3&ueMlTi_oTqBIrlY^BK<X
zbZ4*HBmp<K$IAdo2$)tQdABmc=JDPmy46H=v_!B>N=YKSisG)Gt*VC5xD%8CYBg@P
zILJ_m;Nm<*r64-Fg~*}pD+Nz4y=Qp{mUtv9_e@jnnf&>9%qd^BGtt0_u5eT260T@a
z)%Hih-LMPx6;@@>b50*q1sBll;*t!{i>i8egmoH(-<BVj?8rqZ`A4`Q78p!SoQ6Uh
zx=oc8+KiuN0i155*vGg+Mf!`Oz)}B~j0;@BpBp}3XqB86_rxd0e;F~`W#{u-Sg51T
z1$3S73mZ>-v&Ql6;HPkL-rBRba&reHAIra;CF5*1aEXH!8u41Xh_%Pf=Z6*!F@xW)
zUX}9Ot6M3y7uz>(#*W!1Kegs(mX@Ix?bB=#fX^<{E|sQL$V@BTuZ!+t^8_Z*YKOS*
zU+SN+N2QNRC$1xFCMvMY5{tIXP0~Hpir!!H8(ck4+zqi30;CCfXWiaCOtK!|e{QsQ
zKb~3EyUMt@1MLy_#O`kdGFUnCv7KtY>ClPSFbkG}9|EO@-{NB=Ps(fxx&NY>#5Bk}
zS5~N#B+aJj5uGYKwd8S?!l-glf$|f)*QMFs-AMEC)DY(3^zPTpD?qAun<t#HsJ4V&
z6~}x|<YEp{Jl58DseEcxh(a@6-p@!eIb&t{z{mq<>29kNv1?d=!f&*5D%DeZxOQ|n
zh!<E;r@BA2nKkn^r3VA~fg#?{gPutOkL$%+os?|ctd`PTI3$UfV|`#l<1-iQ7g&*Y
zSo6Z0WnJIpGb@Zubm&o#84fc`nFZ7zh`Oh-FB@Vx{r$=xT`TFhq~zqp0;R~H4Bt%G
zk@|y1`g{K{m@z1vv4SF75^1t|b9r*5KoJno68?z*0fpWZl9ZF>qeiD?wSdc#uIgxS
z^;u;nci`F>qz;;(kgrjlKuM(xnO<F2^Lu>k-zV5Q8ai~e{5v}Q`B9sCCU*oTF>m;*
zZjDLN_)@M*KZ&tIlzvHjqM2`&0O9J$nPp=EsB@~jCef@PJ!9hD#>Bpfjqlr=?U_FP
z{&TS{u+zDCI2Oc#>Xx6bx*n=GRy;>!Pn#W#6Wo6}Q53J^p0W3pA9BtKb}99V?!kFI
z*pxA#tL1pvdr!Skha6J}kf*-05AZWzqyo*mk~AiNts8&YbJFG)xX}spsl@>#%K-9?
zts-E8nczeG?nX`OI%A-e4P*i8Ktf>d&U<&QX2np|b*a8L#eFC3B~Lk=yho6WweYdm
zk8-zl*NNB<5-@yIcwW9!{qz&Xv#+p959DOG?8Cmk>s`!jHaL`hT&H|)=_=G&fk3Xl
z(Fn{CYB9{uA&vSw9OR8O9O}ymfe1aLKZ{ln)D^NPUtHoNq=HPC9Wf&5S^9p6N)cGM
z$<fD>=CcI$+um8VUhC(2`PthfH@bVzs`9WRq7Ruu*&AQA65>aM<KS%n#_%9db0B9a
z5Xvosvc@?!^05cVySO|jxITZi8y$iOiMS3TheWc4@23CT$u$hpkj5x1L#9<#Qsx4<
z8KPo9XXM{D<X+hc0Vbu!_*vz2iiso_6hP<wyH#5HiiBJIp;Em^Ij#Bxo3=Xn_4&W6
z>&Srtpl@K(t55Z~)F_t^qhNT>bQ1(lbM$VJh}Cgi+n*I`sO-^MH|G1Lk|RBPNy0R@
zK4*o=3PB!+%x84|tE_s>J-<A*dgqU1i*x~`48dv=VjRS85@Dw}RI|ipsgsaG#C=O?
z0aLe-V{wfnN_zHdZb9l#ZtbjO@teR^Rk5BmnG1MR)mvnw8$1|NHLM>XT=Q_e+u6;A
zEt5eNC<OMBDAk10L3vbM9}gYQwNK%!M_9-;zuLg1VX}!`ADHAXXrb3(C&s|{Zb~+q
z8VF6AIo1jFK52sf6FcS+Z|d@R`dL#aVBOF`49u9j7(%}iYhV*%ps0s|u4k8wBO=B~
zl&&qw*XI;pXsAOX1tM{4=QgqjgP?3QYO&Ipz)iUqe0(oF<bKJ>{Wa2LHdP#az+6LZ
zHq=P}^)mNOWyhtHORnbD-<JMpnUEY-fXzir_tGb%re^(9QWpsFuTi^t5WuE*%!rW^
z=vzY$#HsJculVDoZ0Ulxw7=D~Wd6OUJOA&O((hCtu?7V*L7XroT$|A`><~#z3deCm
z`%&o?ghNOuXZ(B-An`yzD^_`2fkOo8Y{=0qmy+*fs<7RU3%t-1e1B?30g6FW^4`JF
zD1T8Df?V>AvQC~&8_0Q@0k2)yHGaE_b;LFLB+S$5e!rg>KIKEHMqLK=xfF$JgW2#u
z5dHT{RK~cjeL_vDUEteDI$8yNVk&P=gg+9ISA3Ct-tk^m$mON?-X-dtfx$=3FLL5j
z7f?hd$EH^RG=Yqg8j699LQI&)5JbI5nBIDii#@NNBe;Mi{y<mafcN6n5H2XIalJXz
zLfkGNf9q-bEk!3_eRIW@b7xa9$B+z640Rywm`<OQuhKb$-9vvrhNq`ffe8#pUf;~<
zXmnCS%l6(tEfTrf+1|Pnwmp({^M|Mjwo6ZD_}a**cImA|W$kT37&mY4Cdun@YkX6K
ze|1aC!tYCt7}JFXPxbVz&FkuFaW2m4f`U~aKD-)xuLuEq1_t^DuLg#X49&GwrN#RZ
za0zyof$^$g@yeM&O<|$bG0OW7+V_?{ey_Rw{^h>>yF4hUBKT_A!zbw0$N&LXe5A_n
z*$iU+qg(Y4Zar+MXud?%`SkSn@Ap?9KDia>R~{U6Yi-rtM(R^qDw<#&criuJ;k?xO
zPSpn^S-+h6$D>c(do|}IdMn|aM#k4&<NAaOJ8gRl-O^Oa%fSKuvC%<C+mK<c+q0fm
z&gDmH!QG!cYIknm+C2YNxyXI^-CuKypj@CnCS~8M!4C?=L2aBGnxh^)sBgYAdoeNC
zJ<`Yr=86j4IH~xQK9C)DAtsq=V$S=d=sMK{$GR_FPbvIyn`nw-!lLvpmy(4*U@la0
z)%t1J3KD*v<<s{Y(#R37b;xp7TVrEe<Ji<#{uC;o-7i}FSYPA5qTKDV!YyPl_a5r!
zf+&%uS{h0cj5tYuFs3Dr{Pj~yC4%rB47P1cyj@XF4Ge03IQrVjS);V9LiOBB(Ee?p
z%(1bdB*4)0UYGa%*QuYLK$rpC(%f6scjEcp>!>?_ZJ}^duE}G0gbpD&jt!+i)(CZk
zRGu&ag1<Q7q2B}d=F?f2)#&wKF8r6qdR~91XEkK~r&A58oBo6UZCqThu0Zv1_t<zZ
zz5I2<qdO_>FK$X$!(CkX6_7ho!6HeGFG9)u-Gk$_?kTZuxUIK~v|SRdOrDSg3|$Lz
zRIbXqsvQ#o7A&9MVX&<ucXr%=j>c0p!y+~#!#b81=dG6D4n$*L-5Va08uZD@SngxO
zoF6b1UM_zO%GfUjga3i6N=N8G4?)4OBF>0z5UGIFkZFcsr@HD<;lZ<9yj;Lo$^b~e
zb=$f0*;$QFjgf+zQ!*aCcwIq#QQO*nt13%X1{DgTInCiP*WX_!**A8Kk8j)`Oi69o
ze);LNcE#w;Bl$G=OzxTQIUF76OKs@YG#CYo5?zC55M%BIY76)!KJWv9H=J=8p`8{O
zKePlchU03~2Zol6niDX=S+w<+uCoePqgo2S{+y0%?K(YMupAWg{xg$kuNW2uhS7LY
zvQOYH9%o%bS^1$bH7MJY95sPpsv({|o3;8s4g`#6+-aS8Z7xN?`y-%ou4c`aR`!sx
zj>m7NeF3SVdr^n$3y1k#y2H0&`WycDtG1A9r&^FGJ3=;AlBmWsOv;XI7nWem^%(5-
z4Tu@kVPe>rYxo}?-#$3<<Bz)jR|zX}7^T>5bU<!`toM*_Z{^%RI=O+A9X_t6=}KL#
z+_|Lt_wmf?!<oR=*IzDf*FD|D>wml&^d{kBPR7ceqhfj0A4@eLIr&p^SV=8O%;ad_
z_r9&$X$OYUy-G|~Y)Lvb=Q``xyP6$i!x9{gE=B}j?f#Lyc-DWwLFHmuL7c48kx{Vy
zCC{XwjURWL#&ZWV8DGoh?!Fz^dHH(v@tv8OZ>(>G0(DK#`P8y4%t^I>gSe4C#~~LX
zLySM;I`p)RU-x<ndv*UIsYJ&$F-Hl8C!H}nncAgWU!6Ev2HjCO2o$19^mm6}jte$c
z$qLJPH<yt^o@)intS$R|-&%ZbeLb}zWOI>46na--qRz)XD|4tgr7p%JJ1ngD%j5x}
z4flQ0(rk1yJ69cOsvQ52Y4OP(DL+Anw>kNLpzCCFlv8lz6d>+#OsLjZ)Z#NT=<4cr
zQ9#7cf(}WqEJc}hflEsxS(Te=fw-z3<n^87Z~Sz$nC2Dgn~Sj2=IZl$eq&ryE$b_m
ziq46b5iS}BH}O$XT<F()GsC~!R@jG;T9au!yQr^lPRsRMdjWkeR^J%B3{Yy?LOGBg
zNO-}!Km=THc|-ErQpRYDIeq&rYKblCdx+@|eng?}^3|2Cys+(`t=3l}5d>hwC3e(<
ze9mNOGMXt-Y-*)0qd+3RH@&`tcUF6F+K!OUiZId%`H%i*Z?S1nnNxe%6aCe<^TX}+
zpIt0|g}rKtiF5T5W?M&d&wqU9glhbSZ65!KGvWt4PB=`&4~gR(vYB9y^3*Zz5TZND
zDM#@X=%WJ>0w90X00dj|IeAe`=P9RgI_t~&4Ai;1{Mol4d(?5<U4`q?*;kHyu&n*)
zKMO|F*Dvuu^RZ4UuzPvkr9J8n*I`d#+#Ab-$)S#4kT-v5vs1LOKPxq*M>W5uYZ@x%
z2JY$e+|sYLVopQferQ_L{P}b1r|HOh4-#KLi)?6*<of03)*Tl8^KVC`N;Q|YK8~Tl
za<yU+smV4}PMq{;-;LwY?XWf)h+$3|{4GsZWeQ{BqLJXa+FJDFo4c!!_%8W~eB?ig
ziUMS{xW}-pR#k-r-SetX{8b?u77SdkLjvMlR9>hk?!{dGM-E#K?(}*gyiXh1`}C>w
z?c0I<mZxPdJ(q4~0#~a~+=JR98gxz{_?U+In**_Ets}~{hY!pYT$@T9QhKsenWZ`#
zu?&2lvlSJ9vce7t7l3Cylumx4o{cO2@LA%&*g7-w%UN_Y7%VGbGz(xXndZ74$W<p+
zmmolgfd21ijyVd*NK?3)0b`ujEPA-Y+<<|HBmtb4WOSDn@Y~&&M=1@}9zuG=B<Y|Z
z{FQuDz#R(Nm`Ws=gUKlS^E&q2JA}SQI0fA%)vFuB4aj_ZrkqJ=f#X@9z#72}3X|v@
z?Y=6&&zd|v!3#Cu`6<QECG4W>(#oWHfIHY~+WPq;9k}~QBN+D)PM=ODqbxl~M&?H9
zsh2%38eEjf3<%+3i!``@GlPJ2%}7a)3eSl;jiNk5g^IB!GqKTZKvrv#R#lh5SicD|
zDqXK}SUhLxgHx1rv?wV`t%>~nhrCS8UUi1V%!kt>L-6rHRz4^l)Om#ca@Xz0BeWC)
zU>*qEUIPzi`SCj_Uhcx|!g~29kn=3jP*SEr_AD?Xo`Zw(FLDF2P)II;;0%8PB+x)T
z;)t7Gq%4dE#V3|9mV8zsw*tr-*y8H;_G^!}0K;ex@)*UKi&(-JrqG{kAcfMhLi0<3
z(Rfp$#D9FBuD~%SP)4&Ln0($hOvw0#9thCv37+tvvSv?Cd}_{q+&o-4DPw59L$F&l
zF<6c9<D{nzkj!shWB!RgCCV*$jACPWiZI|k>7j|MM5aBaJ%DcJ*Nm2E6SDaLR-Sk)
zDD<Uxke|~-GC1lh@Pb*{yOU$pdcE+|Gi_b2q^`kZJ_bl)VSYMnGcjyFsMx+TqILpF
z+c5iu{CK>9$g5$|O>X!nZM*OJK}*P$hV`10WPm&@J95(1QatH*b#;GSQ`sr}B5aU~
z_Yza)pEyRWQ%@Z;vFgnOc|hQ)Guo7{B^aFa8CNJlA+-5!iz-95Akzc3am~U#zU=vp
zf<0q`J*aagB;d=OCpZMRxRPj(ZLb`Vs3~5u9sDe>5^Vo(RVAn6@2#V{@?+)fYfefB
z?LB!e@%8~_K93zZ+|K+m8ErcunnsH&VO8+v2Q5XYs2yGnnY<J`d9ynIESY8qq7`ER
zQZouO#F77VOfyJf>ZVB?%2F|_ynTa}>Le7tzTs{F854-+gdkI+b#?Bivy3?Gg~<A1
z=eZxBzGHXy%BSjcOx}Gs%qFXgV+M|Aig#B0T$qAR%Ig-pua#-iErtq3(I?#glJ{z!
zyT-PM)gLY)=xJx{940Jh9vY^l2p~l25#B9g1pOgbTj8Y|87>&@!^jB~5PW<-3?g?)
z7vT+_zmyY~MHwr<`}o=Fl7p3<9Vdh=^`_wdeDLrt99&R34P^xz3IO8=Xg&&&&Ccpg
zu?c)$06a!LdLSS(CvL9SN0-Mar{WfQz+5*@vkh~wl3<h!4D`PSb21K5PGtt3TdIag
zl8NWKeiO3cHh0^)XXX>ue;LC%H|7#Bytar9WH6WbF$Rlz%1*|xb{9vWF7T@%KoU?^
zHMzTcHsg0p3=Ei{TsTZjv$S3eXXA#2XIa!;Ae08BnAI}@Q0+qR^0IqOycYstP)g#e
zEgLhSdX*w~gA2{l^=}Iuryw)tU#EH6pO-v?L1AhCtwOU5!0F1HTFZf#ARQ63yQwF*
z$Q!QNznjKppOjJ3b0G+_KjX(n#)%69s<z|T?)ZM1%V7PfA1v0Nb~lhyclN@qOU0E=
zh1cCHZd`=*!$-pjx;6q8zW+^VLMNRCUgxG?Uqmi?X!PnfF0q}{&9?%I0;ji-0>wXp
z6WgZZz5pF9m5jsSFx5It-YihC_XQAW05$fyxxYf>h>V*A^ytCCOILkN5kN>^CPDD5
z>~IY!<kic~uA-MO0i1a<t~?q61<(EAo?jB1`z82yfd^iUNKFER&rwRUsAMT1kVXH2
zWnix_I^ZzY<6OegFoZ!uw+aR&-Eg82SIq|Lh7*tm_(c`qjeiJ~7?>y*?_}V5Pfr0E
zPCDppH!wLF<I<|W+&r%iN=lc@v`Yi-1EG}vK$FRug|l!m6)<fz{BdGeqUAayis@SD
zAKG;~yjk<HfvvzEE{LD9KGzT4LkmcQ94Q3?&y|4fyDch>o_5h1cr1EN0WWMFcoPe(
zgbV0(PI+sNHrN6`fDa(qzC8JllO!T;^#i?}llw9|zfSdy6dFqh&<J6{C|KzKS|m_C
z0KQ9HAu!#1>);fu#N+X2(kSeG<6q<!($BR;64@%lb`NlNVt^0ty$~<dJ#QFR0L?!I
z>6;7qaBgLsN#@GOd%kRHz#kX8u;K8ozhut*?Ff7H>R;--(VJNdc0pD1^RGrC34?83
zZtCoMvjdCDHYl^Rekn0o66|@E38{ljcLd@Oj$a=Cwz^SF>_zBEpcyBUAl00cgq2@;
zx4vO`l4fhThy@f}A#7i!A4U#f8pi>)u}07%!9b;IPOV8sObFMum%=CDQwhOqRcB!B
zGC_P`rGJVF9O7U#;5o8JHR1>|E-Kq45-5q<-BjaG1vPUjFGHeZ{xOy(sZUuZu{hH%
z{-@fSS<X2>OC+0`pT9Er;^BN3cPpb-sxAY=3MhUzng_>c=EvCrM;VK-m#(j=(=l1z
z@@m%l#y(<RNvvN@-rpd%B6f$@qN9?MI@tKY)97AVg*uQaa8M!mbb)<^n-4v&t@%oG
z!$6yO;G2^~D1ovXxF04(??xl|)=xX;y$h)TTmWa;#XPL9P{eqeVh=g)Rp}mil#hSO
zBTBG>f3w&X&Q^XuIvRO~eyOTUro_-^XKC%KyK5aStuH$}UcP$S6902&WOMw}{NX~W
z|1xGQ>*?4xr7vGK9Nnhf<F@VPuqeM+rYwPo8QO<#@WQNpON&oS3twEEb)r{rtI|x2
zsOVvPd-so~MS3%3s(f>Ne5vd=<K?G})yINBO@+Mt*X{Re*_vNfPyh^}2-%8tS#gd3
zrWdc-lrA3g&qG<|9gbn`pvyuBX{5hB75I_~27SjVmY{Hswea_+#fcH#OFe6uv5(8X
zl$OV3W*NP$BFwUnCj3}W{4v%}n>#3>E9s4<<zx&PD?M`o!ULdJQ%*gQOyAG9TBE<u
zw5Hw8r^3fbnBAG__V~t^`#x7<iDD903U5jDsExf!y`Ya#{r%hc!Tl4egRN#yfYDO$
z;Mw|j!;eiZItxl%h4?*01l<Jq$k%RGSB{ORTws;F^Kau0i9%wd_=`X*$v3^yd7+_P
z#_DMjlMvl3`R4$jCjk7GW#Ur$e}KDKfSX|;GLN>lWZk|K|FGD&{MG6HG-yKf=9Ywj
ze(I;}SrG!#bMb;VK;S6r#_7~iKdrZ;)|SMs2K@B)oV)D9EPXcjy^|-(75)w(z^5A!
zk_yn27TLoDk^qb5BDH8laK^LdPGZsRT279Y3!Wv=w3Bq{0kqV;b)+QFjOw{I1gz8D
z*2Y8Dw_uBaauz5%efnSsoTY;=BmVS#9q#=!KE;_2Y+Tg7d{v`Ts>>mxvzIycsBdC9
zbp?dK2?$s8NS~2hci?L~rWAWrAM2$9sneei>tQ`h<-+$cfft~2{_+@<9}NQqzvIuf
z<R8`CyL||blq@GIC_nuOFZ1%dQ|nuk!pbfh;V2MrLA_UZ`Mp780TE?XEFi9@p9wV~
zC=@$kpbYYFg)ZIY-=!-nE<(aIaOlYR#M@7sZH14X71zd-TCX)*;l$hGxfC6&(IurH
zU9Evp-2FSLsqudwxg52(n!b79`GdAR*2?vxl?#JPoJG$dquLx^V%M0R3m~xZO?x2B
z^<kystwTG<FbpJ`Y!sJ~6*F_`*#}xX>Qz+B)&4`=B(*F7^M~A@#!OBS@Jnh4#JiId
z2nGFsrK#=Y(wx)|(*z!PTPBo-bAh=)zh?sufh&Uv1kjmcPx6!%_)aC3FdvWYf*5H7
z!9bw`m?!A0CqRzJwk>by&e}J+^k(x>gW%L`qS_+SFSaJ|EB08wCzs-^P^rl9Y;BFp
z+CW;BJrDze2$mch$b~D*acxs2g)T+q*LhCxoJMl&AX{c5-w#cHo}T{v?k|`Qzb0SW
zdCe~b7f~mJm6JRvEv|I(yu3Eop?>Jquu#*BHl|)SVR|-UUN%=ZZ)V@PxQt=l46fm<
zefYfnJ^<zSsc#4cqv389Y}(T}jQ#%p>OUn`aCenwgqTIJrDf0JRzeXAajB?F_m9P>
zuEV=k^Wng}`{&b6qmdR`;2qM3f`NA%(rV~R%MqPh-6j3qt1{U*v-lft+DlXTKWw$$
z|MIhblu1YN?$_>}9-h3kzKz(>&TE7h5BNJ<=bS}e+k6S%Gqv>zzLF3Y>L)3L<e6&M
z|66`26F9|TAsWFEluj8tuc_}Q5b}tLPy85?_To7n-#EkSmW~0yg0=Uo)~Oxj#~s)o
zQZP>vvrv#*q5%orKhXVJks-&zz#Cu;*v-p-KUOa}cu-WTHFueT7mzPHHG-BcQPcY6
z?)_|m7?beMUvtk)|8H_s$aRi;&c495J<3Sv*C)rZ$qREG`#=!D>L)ts1bE}t22xT=
zt*o}4-8D91UOIyf0hx8^F1pjVTr76OV;;?<mjK!8dZm7oNLZvM%b%;Zss8VY4gmx0
zy{eqFvo^U}f)gl!lED<2-w5}g6W&X^)`)97u&+I)-1Iw?KVG*o^s2_{4L3dxbaco)
z+}%LxRXi7=o)aOLj9tmS;zq**;mSYQMWm^Ls!0Qn)F~!5ss>(PW6S`WCzuQ-mna}a
zKO<8(!K(o8-86BJRO9L?v!+_K>y*qfX@FEel^uK60=_t6$R~eyrrFK<nfup>S4|5x
zZpTq8>%qIdLt-C?l0KTH{5Cx9wLG4*|GvD?F_+dpm?QS4y|QC_RqVORRPZ&A;GoKD
z!Q}y0O9Jj!1qGJ`_?HC)xG!Jz`1RMx_RJ~=@>;b71O<*r2uG=NA2+^g>v+|~*c_Qw
z4XC@EkXH54I2<|6hi1~6ieKMYJwoO?vQ9$Ek#zs4pC89Jhhh_&cy>ssGA6fQ+S%ex
zs$SBvRWqZNg;LPxZ&0HT5J`@~YbDn_p*q7zl~<{R>NE0ducIEdH#bY`J~^dStEE_@
zCa!f_3N!HS?D&A<*iw03O6jeqHB@qCMI~n%dg2gR{#r<AD1&A_I*95_&)Wkc_Id!d
zd=~vLsG5XfORjl`h3e^pu-AdNmfA4DiJrIS+(H7p?e6!yy7S4KY`#h_*74_b3FJkj
z58q?2sbQJql7;FAs4k=!9{?D%cAg8$C||HSKm#p*sn>*VIGg6R%t!pd%8Q&$3t#p5
z6nxh{_-;|~DFdD6i^D2j_!TZ&?5Yo6dM_bnBe9W^2+kyAuBqQ*JAXdu<x56X6gesi
zzq4~=Ylncn%-O5gFUr-2DzY{<&g41y=SH%oroT}a*43>Z&y7hI#()}8%l)%g5w~IU
z)9u_^Z9MNq<}$v(g=kLBv2<}c)%8u-xth?1=U-H1XTRgOQ47CvdM~zlg?^gm@q#O`
z+XS13&`jStt-!DCSLf!LWCqkJ&2#^%<0_Agdc&-Dlt#i4pm0Pl%zUM5k+TU$-&2B$
zEA*h#<P~ZF2xCra`XNN9>pc-TCr5lKO~O;=FK)VsIpd~%nVxgkb8_*bX83L53l?*j
zt)OfVVLfSg3xRx<2(L28eiB}P&YzL~^%xgk^+Qdpn^k)NGJ1&goD*2n<l}W|te%@c
zTNBiscYs#7rDDvvkSx-p!P^2)zMf^vKUoA^`3;`3CqToGAwC}S>Hki0977n=R-Ohi
zSSdu5{XAMB19?I~tvRQreY3y$_i}Gb$&IDS=R1@CR!fFEmIJTYjf5DC_&JW0XvK?T
z!n;+2x|JfkRbsmpL%Yu>O`Y)>)`}ZeyE-N1Wv-jxDxcu0nxLo80FtEW3qmY{A5Q2|
z*B1H5&6k_S@|H}uW7_|{GUnrSyD3FfYkK!Rvgq$?ONGg99`PwTpoG6EKk0tql}Vdh
zT9nm7rKhTEq4t=oPjuFPlG=!@NQdy3_UL7FMN6T_ci(r3C1Y$0ST-Px4^%;Tp($@S
zF0g|9sTx54!^me)y=sqxH~H<h$>&%)tJO~_%YBy??iVj9fB*X53Z2EzD+3GAi<aui
zlomIsh!onHBf?FPxP#!}C8IvdP3FxDiF<WoY~HpuF*Hg5lM%Ph6_iepNhz&?i~IZ)
z-urslRAY-p$lWHnm08ZU#hUutuOI%7zanb2lIH%(N{oFt@#2Umd%gQkPVlSUN1tDe
z+;qtEat?@cPxRW1WVfUV=K4QV4(E%ajETqkDT=ena<WTv=6h@w^Y0IB9bJB%)FeW5
zdfBNp<Wb3mv8wGKKWtDgZP(wwqt8pSj3O=#&`Nk`h>H(XnY=`Hih#40MBAH!8{DSK
zM&61tE@k-<5-0!q#PMbCZmaKEl;~9DsJ~Vh$mwph1DxG%MwZ&|n&j)$Uz=ObaHz-r
z+9o%do+37@J3DDR$7Wr$(PkB)Tr|Ar2oVQgL`-<*1Ce?}Glnmw%o(Jc{~K>I<Ql$`
z5b(__{(!q9{AJBKNL2b=U_X2*a@+AFDt%?}tV6uK+iGvZarsoypYpre4^x$&6Y8c+
z&F^QL)sw_Ar}$c!hV$NrV3|1-N&Q3enGHVaR(if$-_^minewg0bJnQWcm<zoHtKJM
zF!15Cqobz7!*k1W?fqKF4*xpRy5;uvg;tE@HU){KqT31u4)d2evhxA=6rhvB*<3#c
zbx|J#Gz;gsG?Q@6p)i9R_l$W{AGNo6wQ*hJ)XQ)A!moj-GBEc}_5gFTmPj#q)3IPq
z{8hwzPOOG_371~kAcrQjlDiM`j3*IVn3>6LH^b|0@Wv`5g-JBDK)V*WVHaoLpMboF
z-zQscZ1nx49w_Zm(Z|N@$*6nDAK)hs#)e_Ol-EB2P0bdP8-bNgzAZ#WA=szEPBj}-
zAz-YO@<0U+;VG^qHorXCG?^^Sa^dDcgX)LzfOAcF{6rQlOmts<{f~uN8W{XY@Wh5S
zPVxqboSu8qAL1$%v+4a+=ho{yIrh82vJB<H1D_Pfl($IfBbv2ZHq;^C&%{oOvW0i8
zz9|rOkGAV5l+qWYoinkpZ78oOeNs`X8~9sKz6{<RAn=mw&Q82BTv|?-f8OzPjL&z@
zCwTQLE3_MmfI8sDq+bw9Ue8|C!#va;t=M|`bmQrZl;&@FSX9_mT1Z|O50F(F9^T$P
zy{0NA-G)S<PSN4+-6vAz)p_^t@;V_TCC;=+Y1|cPg#%@C1MwN2i)ZhMXN$BcEq+?y
zHA*+1df@+2x*?lr(qL+8bcUz!3^&iv0?&UX0&=`SHNpYc_%wzf%e!yd<0$j=SiA*s
z?7)7BVA4;<iT2{Uay2=kF+F1GID+r5nI+I)rX@0LSC@^LO<zcX=Za|(kiA-mVU2>S
zhU?ljyXKoVn7X<yqAwoC96%$1DJ=@tWbFTObl!nb|9>36#hrO)Z+Av0;>_&3L&%6i
zWMmelK_bbxJBKSHBcrlOWfM`>85tRg3Q^f3dsD~#KHuNp>5p^nbMN=-^?W`adg%^K
z%<jl^%r629)2PN?=rvw`@2c?C>(bdd_8ZZibY$?Kix~`3)5p#GTGh9FfFbdLfVu7<
zHv}xm{23l15z(IR(0}JWeK*1WOhiwCOk}PO`NX0Qwmk6=&FYmGRbAPZTWNmLYbu=@
zg-~KmP~dz7LHILiQ%w&XxNmnzUqT_0E~aLLs4ACfpDcU+LwN(%+Zn^j=QYc#w!r@m
zzuJZivHoo9SX6&OEBNiTQqG^?TWq<QkiR1rO7wJDoglk+29#E&7h8Y+TSx01vo}tS
zahfU8bTJXMt-ZIuZ{1>0z(=w#aF{1&T0m)&{ALQ13RNg}O7Mqm9#)0d7*ByP6mI4o
zTx#XBd;EczV#tT>8I4S+4z6mA{if7SW?fJ%mz(%r2JiG-FC)_JnH<%{Prxg4bOHcP
zy5xu;aTCAYQg*c1syGANd*@OGDEPixDNF`Yhk3|olM#5#2yixGep<)HG?!rTNX5Uj
zQAaHlZG!9UlmLTNs?_zMXc=j4oq%nOWRO21ib}oeyxN;OUU9pkxwEZJ(vtCN=9F4G
zh1}BiJnCc9+|?f|1AoT9)k1096vK(G^B(ps5jzLH^Yh4Dqinr@T$){qeoXn8+#f)>
zc%vO%MSMFcx#!l2DJIdP7dkX(#o%|O5%)o6H)%h9`J5T?U#*@-BR%DNT??Nh+J1Yy
zICJMU=L|qfxX9JHUq}QUZp;lwgdbk%Ua%rc9y7B}w>K~}i3Ky?7!O!bO!kNuUEdeV
z`mGi}g4i|>rdr$M>wtCthXziRhxY>^ZEF0<Z+{oNJtA6)%j_O3^Gl${#wLdcg(&1x
zI1v#68&wfKJ+@o7R8OA{xOLhZrC}Ux{r91!7V|-fNp#H1S1+GBE0(@dSigBgbnT}7
z?puELmmXK~RR*U8^~{^}dXK{D_>M}Tx%Zwfe<B4c?Ce(r?oZr?Lq5p?6c~<p8=8cp
z(}Ipp`ooYBX67{x4xFf17&+*G<=a~pKBH32FpcsMZRRcal^#@gOe_2dx~zBPs~2`Z
zB;?Ni&hI7kq!lwtWrK2a5-&7?*^d33p1uz<D6NQ$2nGa|n_t@3(YU|#+0FE>CoQ_L
z>AQ@Xzdyj@oA2K*ocgx6xM;ZIegCtE@3^huu!H5Q^;NsywbcXp$@8I4JLhxdS3^Q2
ze=UR737X6eQjQAe%$DZjJ0AR#nKp#GntVA!T7UV~i_0jlnq7$LD!;J1yg%1?^sQ&&
zc<=XzU<EUc*=wzfjfmb8+lIkcf;IPXv#=S-EnFe|?<=N*mw#PMw|38O>^*K@V#+aU
ziR}R&U$4$(cjJD&ia>sTLY1RZ6*?g0W(iUN!0(u-Z*wowxUJF4eJOh8E;Dm5wLdVB
zpf9MrMObfGN4b0wx*&#cj}WY#nc9ftmuc}ZTI{=gnlifzLA3fK^owF_l44O+z;fsO
zcYVYbeEu0Ok3QWp8G-#eT(p?X1VO-(knG`D$pcc%0o(?v7a#>?a|0E1YVcpP0JowL
zBEBZ#lPF-lk9`XTo?oq_gO1cMT6DgX7@$N@S?xDlRRdBWR8{*Kl!5`UQ(I?eyfdJc
z(nPXRW|%V2qFGAXnpZ0C?^J;qZp-fOt2b^;`FMGF15Wr_z&`LU`x(FZNf*z@2~`?$
zz{Mw&x>u?nDVlM{P&myaAn^LVN1?)he-u8#*E2|b?!@3P%3r>zM(%#34RWufys4^9
zeP5Q9S`b@SQkP;+9FOw*P3y?5T-nG-J}CTDQ(8oCJ04Q8v)jFEGi+=>GJM?JM3{S#
zloy%Q8p$=+YW=&_?aWu$I<W8fFEi|jAT63`GJ#QK@)h=zN)JT<+E5$YpT@+>7-nw$
zjUDwhi6ex%EA5ar8S~vf@>a!3>4;!e#5u^^s<qBpZhc~aCihal`@0k4*%oX>$=ARp
z8db{VSuN1dn`2i<JW$cwfc8F7HDfhG1$0je?6~%wY{?OGJC4ymK<mGz;dW3Atl~*b
zJ;J~U<G|Dz^GH0AJD-XC0v)0scfXw=(Tc3+t3Q3Gn?bw%!|k8b%jXfndLV}3cy{&G
z^n)1VKP`eFy7j-BmY{~ZkdlUww@rWieZLhHeTw1W+y5hf=l7|c5(N?YcB@YYw#Uxq
z76Xr|k6Du8E<5|18=HRHK>@o#fxG_O8{2!FTP-MIZj{(*D+_jW^G5^cW1$S|jBMwp
z&x5tJ^03O~Smk%1bLZ=yKDSLyy_A+?V;B0qxwNLNxVrA0@z_`F_wU+KMSyJQr%NoR
zAA9~wtW^vta1KR3|D<zsj05JecGyQ(l;B`%7-swYYW}|M<nVm9WuLxS&QI~2u};W$
zi+;ncO14RNPLPOx|D6^`hX?8{TQ_bm&F#>$Z`>BxXg~P+cJpKg8AB#=PJdjHWI54k
z=hW_r{Fl1y($s5NR$MGR_pN$wqV31*jxU$;pt%fCN65Lq2Zw;))?{-@pu7W5<KfC9
zkHJm5kJcT%{&Qjg>(|uDm<lPB#WBV#K-wtI_r$@stu&6Qo!6gT^(y5#+#{||37FJH
zag1hE14<y%NQ7JHa;hi*W_>j+813)l8UAKRRx}*gxz|}`Vj?uJ%QC(I6`w2yYSixo
z@ATj`6UN@i0lN7t0Y3}9$^6{?gtdcGE7IAA7QOVWbJj_GOzN{DKuGG*u1z@iw_Yo3
zYJCc=`M2!=jzQ&@&l-sv!=yW2@&670;83EZ1DWHg7YZno19-4>4PunW`L^pQ;t1Jt
z`Aq+BhOodC9Lo$8BVp4Kln7cP4+?Pw3s{#R4HA2<nQb@}qV)hS1a$iIW<<jQ0}6gl
zAaWATPK^N32k!_^+z~3Ti52oc_k5!#GgV-q%h~08MWc-au&r#$KO$Iuo+%=&?oDMS
zBxS9A$y!TVEzgt9`V`Okv1#wu?%vwB?+J5h?@s75RaCjZYYr-YXKdFsWUcel7B}+4
zh;HbL4FCQUE%ZQBzcoChfa>S&efxp;)ZX^TZ$Gd0`G6o*$Jh8$IKLy;O2t^iT|MW1
zXxk#!eIje2whziDigFfWjr3Rg2lR5DKPb9*t9AE`{viy0rc*}zNj$C-GC+Rj^*}}Y
zm^vAg_b?1I3dY@2tf}eOP=E91PuGnbi162?i}LczA1)4=ZN+33*L<yZpp)5JXPbkO
zb%WbM;c~y!Rf9CX){Vr_3FD4dBK-oF{(eA60fm1+K(Io1T$`jnrwPoe-m%SxPR_%F
zZg~1-L|~;E(6d0hQvn53dWjd==Oe7;F~I`Se#H_Iv^w4^Brrh~7zU|5i;?Q(23G3V
zP69wLB3hwTx5Mv%v<YxrOy>kj;~{*4wiH5D4dFA>b)ZQ)dDXpZ67Ix_3w9U{&L}v)
znJKb>woni{ber<HIWVK3SWl#4xd4UA=$ZQgY)KuJ9=w#=I==ZX;0&z4(9Q+44{kzk
z-h!^kxk*4)PsT-6dMm*EsN3u@Zb1lyq=TlgMAlurK}rHfw2jF>!SAdot3(ybh*1B&
z>%)VN_W;t1gnI73&wS22>5`cdrDon<QQEpEO5o3F51Ov21fW#kfm8@ASfT}QNbr+q
zP>aWS7Ai1on4)N!Xllopw_YxV34nnW80Su^=SuWJjL`;?n}pdyF1d-EUqG9Jr<B_9
zJ<6+*j__7990^a1aN`qn1_Pj3P9Q=vCHYB-!bngSzSN#KkEXWLjJUPdTR?Qbrx9)l
zik~eSzNZd+GU9YHx!J*k9TpqNuMrXws7A*B8$pyqEQ2U<-hBsntaHE&h-l&!AO;};
z$iHaUfJws{(UcD5zX4Jzdori69?36gxQ@cWPOlv!@00n}aH#;}wrZ2P%bsAN8G)fr
zJ)2IKluj|8&Ra8`z|5Un{kEv`H9u-Z#vsQ>tX>jQR9w@TAleG$MAotmLBTQB$T?pS
zRQRAZujJw#dRgSLi6AKcZG<c%cb*59X_$|ZjwZ}RCz?UBPfU0bDly5-$%j)$LFAux
z_hc)Vb$8KOL9#w8MAJgimQ#DVh|$QJhqiIMY;<4?-0H`~5)3?FOw^DS(w^U{GGVfV
ze3D&f^sDC!Tlfy)=Lw=`)ulVgN}_*FDDv2OAi(gPZb+r!fG?)32<xR@yAB+TM@eGE
zIKxaS)C>xQUpt;&sDI4OeC$3X?Irl(bnK*J!^U~WPToPuc2pp;I3%aeN_5Af$!4I*
z-lAzmDD1oPMs8Ku=Cz+jOYz5K^V8Rb&df|#K+fkng1;&QxDysYdxWA&UiP`*hL}Z0
zffI4v+edTnkGDi4fIO9#&~dd|OD=B<jTaYTedFZURGOA@i&_NZUf;jY`d1cdmIa?%
z-`nb;E)n<n<D!(eL%9qwJ{MIjD-vethIWpfWqmgdFn+B35O15|5}TpoVHH4D_#$gO
z!)Y)s4SZenkJ;tlwIa}~d}h`tUIkmZs`)>GA5*Kt#ed}9MPZEW`W*sSjX3aBW;>S|
z+c2I&l<IE$aLt5fyqa1+C=kT?Wk?&j1x6T&oKgke;S!TnW?ODNrr7usAUl*~w?;)p
zt-=iaSS6eIqY$~6X`WtB_sdUC$1*bkf9OSL(F9C4<H-d#E)t%L`4NUnCRW9eP`Q{v
z>eRZD1j>s<+y**gi2qQb{kVhTL-<+*b@!eutPOfm=C7s<%s_R`8ee}lq~3-au|eGe
zNR7`WP|Eths`Pz2Hlo?cC`9)O#e+gn9q?R7FiF&S0x_)89-!19i^ltBQt`A68W%#%
zul3@I*CjrryI@0+7!*Qy5w_JehQmL}$GHwGkgh%#QIy*Z@KW0vVE(Os0JmfU{&!_G
zlb8?_1y8hXjS+ilvck&-Vav-_cje}+16{W$pQ<`fL`d@S*xs3XWLD3~rBfT+IsH^G
z-j}u~U1Tfc_UXa&ZbmTR)*}P;DXt5EIFRThx&^$RejEyt*NU5D6dNXkWo)?);b0Pg
zH02ls)W`;ydL{z{j3nD^tJ_WP#wJ1=1z6dGN=M)~0q7eBl`CdpnPp)CgF%3!R9`<6
ztj){_a}y9?O$t)@*#Rai@`+r%k)pHd&UOkfDwub%#1xC@n*;z)O{a}`$%w1`KpNi2
zr-SvZ;M|+*c1yud-Nilm_oE#%f!>n(o9k!J9pjJTqzF^9Vi+S4&x)7^+I~O>{Y3pT
zDA80K!i=NZ2|x~sjwnfV@PQ#F6LQwAn*<Q5f92dbAgLmE(CSlgUAfE%;vOlOSur$G
zJfVQ?h9bEa-Qi6xgh{|4_S}IP5tDb3r`o7|e!^<S6cc|Y*e24e36nSvOan8YJT+V-
z%XHGx&K{HE_<<;TsJ%3TrxBHpNk<hli>vut3&Gd?in!WGOyw{zHkcs>2wzDBGF9&%
zR8#OiTjwR+Uv7HHVg;{d&~p>Xxr1#qDR(0PK$R<CScs9t6DC)m<EdNq(iUe+CHW03
z2{e79Z-QEfxfsW7rCI_0Kz`RH!urte<Gf-g&)QwV*IB-;3uhNpqEpYom4lHcP&{OE
z5zHLq?>2SZX%hDn7fPS|GLNhj@|joOL;@lEshQ6rPbxW1og(5xjlmr}`IzAF35pEa
zf=e@Y7cWrRzyCxorxKJ5_QeE&z7cOtK6T?}@dNU*2nE=fg!PBbX(W3N02|d<WV_KZ
z8cg~5kC-bQDI@_BZ**>Ms;g%wf<N^3vtUr3xjI<uY7P8o`|2@iJnTqbuSw9Wi>j4o
z&j<B2n{#<?p<PY7a8p#em5V#t5H(73pe}5)fh620AUe@dUdLwGN;%0(6mI8d#57)T
z&WI^!S}3}0K_E98KeuQ;LF$!%jSho~0*N#~-&|lh%(D|0YV3&^Mb=|zr%+5_I!MBt
zSv`{Y0P~Kt5uFqC+5v{?Sa)qC@{)JB8kBOAiPn%K;jg;YO-EOK|FNB~%gJwsAv)G`
zzu>=gjz{8J9x~FOpc%|;u(nwwgJp%leiEY}2Ko<m2xo+E%zv&R0A$|HX>V&3kjf89
z&<ovbe|xLbKsS7UacVpsuC!j>;?T5x@4-^f%1Tquqj9r23-2yJ7nhM*U%589N3p$$
zJ^2%Q^p(#INlb0sz)i<&xil(aPYZ+E*uXc=OpEePq6GkKU+U$cT{D~2vg5S*FWKV7
zG;7XMxzzhlp>=Rx3_5s?UG6&whk0GMxa@THGm{bOGzPbMn!1UMw;WD1sJTB0ZW=ZL
zP*50GG4U`J?RPz@DnL=wQ0hslp$O~T(Up%O_t$TDe>OAOzx#0HqRGfbdt^2vSfzAl
zI_J~~bIe*iK>M=Nl|gyzjX|iGM*d5`CtP9}Q|+CduVO@gONog5{@t?gA9nOJYy3`n
z-j%KncQubVeL?H;y`9s6_aaR`3TP~1m_OaVC*XRWi76?`B{hS5KUkCHOCeN`w+hxQ
zz}*zaLo=9MmixW|P(&eZV8YdCi|o8-7%eIg2D$g<c?6M83jbMfRSLcpgX#v3byOCP
zk9C(jac&}s-0Y-{eRD9x|BJw^A$J-SIy9@ojHApGA0VE982DEbc?T#8LZ0v8@={d0
zX43hAyCNcYczB-va$Ni)yzC?5o29PH_6;hFK0dq9uzqhK^wq;OVAE`ywTVnr#b!^H
zYV=3xwF4AaVFk)yrve%E+!^+i%Yt8mLq^<*NS{ilBZo4YG5s>WAJj-s<NxIz8k}mu
zQVt1L<5ZLMOr!y9YYN41yVh|EYw-rs-q|+6nGFX}QfUbow48L1AI%KUIWObW3?TnA
zPz?NO!FkTK`GqPs_n=>GydvXH8QKmREEq~HpP8C7kdGRrL8h44Iv$v~n!I8oqAT5E
zw%8t4@EpR$^aA8CHG!56)QG`rbm#>R;2v?EnZrPNto~jx)9?D`gfuXqYBenGqoE-=
zgX&+tsD2whGjgT|t5$7r6#t0jr=N(tiHV578Mu|J0Q!Bp>(d<F%i`HQT=vO{7qgOv
zuQ=#BT+)A764X?Cbm9Kz1cS}HejB@klVBs1;Su~(b|fibA9`z@x9qt)KZ1*b5$nin
zyifz81dk2ZkJz+~4C9w>O|1L=fdBE6e(br?ZvD@fasd^G0-eHOI7+n)B+=SP<KR)@
zp8puEqTw`+b>jv>KqJixVp%L)oT0aSrvhK4tQSyj63u;b5gB&*^l4QU9oif+rwG_E
znqcq*>&_?|9q2Pb**1}jjgvy_q%iVxCDUWP2P<g~#Gq~QZ^3~L)h6=OyD)VI=s!Z$
z-y82jiqACM)(0~NFYZ>p@hE7XzU?x1cQ=0QarGBp`w&*P<+s&lJUpuHQU%bfgy!&H
zYrn+Huf#=c%+n2NQG<iD#f(Wx$Hv#Ei={QA6EzfaO-I`-h1^l!*fH8j5!41WJZa9!
zDHkqfxQ4x~uWBqkx@6}XwrU+P9Q<(H*5sds{erXoNT~NnsQtdjo!^fQSgN^By)qG;
z$;kX+e4Xhj=bt`k;3ybDxNH>Uo!fSWd2b`x6B&E|mqJ;y%N0F`#_b^Yx&DcvlBL72
zZ!58nmKHpLw4Y9js#4MXp0~gifEkeG63im%;T3A5)kv~R+$)dzThvqR^hy4z*kSsg
zi>ehST>_sBh8vIa#eR~B;?FL>7k>U@S!kT7*;ZocB%q`Q^|7m|J#65~s<wZYoy~a`
zs4s*tM~6r<{5pVr0|r>$v)nT>PoUu{9XWnEOYM$`3K5UX2E>K`@h^NuCu>n>x?|qa
z;pG5fNd>o&3(T?NBT)KPw2cb`p}s!Ee;uss(-5RGQr6|wyFDQz8n?rE+oN7-zk`>V
zG~CAB7%4jRI4h9{ZFX!iSZ_LWSaeL8+kl=2A_ANde@)SbG5?enLnu~$c;TDCqT-bn
zqh*B!zXg|gt}ZuZ)=X2ph$D?zPTE6Y1{^V_TW|$BH-ok=x9NZQ!!UOq?YAFpa_D+I
zm1A~H%=*Gcb|iV5o}r$FNE~mnX;*VS7NtR7+?4lb8rC#lZuMlBm|jbwPbD(IbVGoR
zY=8ltaCu>FLf?>JPOz838(AB{?!WP~VKS{@*Yd)?Cz-_@aMeBSiPZ|oOBa|ix34Z<
zb1rw1ztw2-t2+GcOt{PE_Ri+6{-Y<3yiXkeYB+|hYuvBMd-fqOu&Vh%^E>yVq9E3}
z-bAGRZ_$>^T9@pUFS%%4a#6qHRCeR_i|f}j*Ke9IfQP%^W_&!3F#h#x-}kTdy}q{L
zvAI_PbvgZ!WFms>D6?d;qcXQUl{-Zyr<%)Gz*gMD1q7wTv#nmg+h`YUlw`kPC?(Q8
zxzUN?H@@EAEy%<c*^Xp(3tx0yUAc07IpfZ4LTnA|Mthl)q1_qysZalIJFlN=`f<tj
zYetUMR!m_>@@vz+1M|(@gu8*sW6AW^)E@Lr)8pK$FJIkyQ{j0vHx_m1W(ov)<fZgF
zp5NsLa23E6kKBp`CLvNzz{#5_dXx;<PT~+aDlY}5>!X;VBNz*&1E^CBO7<)d$&C(O
zZo$^U_Gkfu;gx$emCSc0nYN)b9Izj)tg}#UB_mO?Ki4mQjkpJ(L$`&KFq(!(Wc`cr
z`e#`I>a{`YRd<!EU<*XhLq83JzRWnT0PS7_YYIyn9$`bc2yCXNZWHubD}{1Zbgx&G
zHkFoM7+DNh6IDP7+!}C!F|~U7&L|mUBxwd%QHYUIV*3M_HHDpwIMwTxD%7YMnH8<6
zZORgOZ}Jn>+Pe$u{R%r^VErhXjY^gis4=boSpT8xLrBMm2c7R9e3V*KAWHhgqZCS%
zrbXy3uj&m@0$*;6Us%gFRWs)u`0&BgThgKJ5Rw5u$sUfle>V@fOxk1=@OB!2NVL-s
zBa$RL(#kfsv*Zw7PTa6Eyv}r8RP!OGmo=Z2UD@IoB`3u&#3#Ncf|&euVFrb+MyBAT
zkXEFWf-R|)4|PR40@xcmC_x0@j0$$czWMpV0otuQ`mWa`+Ta;OLJcR)-X2=%EXm~V
zCMfx2cKN^T25<rYeK!^6B2u2lYWOH((j@w2K`YkWruo``j#in^CO+4kD{W~mg2Ex^
zq-Y|OWc(zwOYp=Yni}B-FK0<XG|?HO50UGyYt?=}jE)STX_29t-s!y>16tlUGXn<R
z-?Z0S5Cy}rZcyf%Q0DWC0U!SD>{$H%*H6FvdwcElo8q`UtNp&L=KE#tdgd$1wx?1H
zlf9Z+j&$?#&h|kdVQ%tL9&!+=Q&p$6-^**iR62DFtKzAt5}+m-psN;OkfzL+s4<tK
zvYMp3`Wzdkdi#fd&=2j9ACh<f8qe08>!`VKP!m2{BmSrrna3^-P`~*F{l^dnXnsSo
z(E^->FE<)%CpYMuwxT{>+7a<!zT(>vqiA!*rd%z8X37DI3>#KTvsk(?ZI2Qj(iL8|
zip|$@ukVmZR64`tl(2K<*PsLBVZ)xc%k#q_^Zxz(GCe!bETuA*GVx2v*9S1X&%GV7
zh!cRl-m4PSztnq<*F;iUzfzEQj6L&>!#%3n@iGU+zcR{)^I1UK$ZyG)=FYoU9Od12
zfeej<RsWO8TV=@n4X#hclkbqz*1;9v6V83YJ*J(l$@6iM&%6SRtF>-}!LJa|4emU)
zXzL8Gf0b^$1L}8p^}TsDyhSy9MYTOewQmV)U*pogDWbo~ttXhQp5*-AabmMRa7TSI
zW-5y9+w{M@r4;>dDSOAKX9>376ZlehuFls0Rr0e_%6H|?v%RO_ySEJt+`+*7coI#X
zjUsj6W|cQLVim5vjkNK9d<UOg;hJA@Cm%`aYSE7)Z&+^bo4@3}Mv;PFWo9Z65hIrg
zLAaiqcne13jf{BD8t0FzYwM=9ZR(R&)_hw%3$LmbdTSIFK_9;E$|#(5H1Y&k?_Yp8
zBE*&27`g*n0hmb5_FwI7wLt>Z<Sln1%4b5!hBuY7O$-7S!k+#t|ED#vPqO<%XniRw
zUrE)U51Y^bKKc>e6GCw{BuY|aGp^rwcI$SQ;a4VdrH*#G4uNp5Or=$roSE<Bw2<^X
zz79lsT`VpyZ=aURVU97nqQ8RCR#9=XxhRs7ygYNkObTFz8VWtzC<rm#HK``%DoAK&
zO&5MDCT-DC2w86fjA?7@0|MbafuKd&pv1fd8)8CFGD-CdJQKj68ZU-jm!n?B6D?@{
zUfdEW@x>Uy7+=6ssXO7`Ey^K<*w?vm`>6%TS<|~bQ$T<pM51o^0jjK}DXyg@uDLm&
zF>R3Eskw8bBe^Ox8b9cL7-G0VHsy-P4AH~RCP~4}{v<niMZ12$adDy8+GwaCj_{>}
zEBZvy#9tqu!7IF!sC7)N5PSDvJoxe~*x}wI6CpJ$^-uO9C_zOIqK>(Oe0e+x!zCW<
zDr?F)@t5vJV0dHXd0#_QfZPPi;=P1Q0)CQg`p`_=QQDg$n(-6a6pNB$&yz&_{BwbR
zRzlDenkyjs8cU{CJ<t4}nEWdvZLA~8O(2c{GY;jJR9&P|2_*e;(f6uPqe#4Qa;<bi
zX(QW-J4q236c7r3!Rifqe8KJ1OHKCVgJe9ShnMV!pq;f<_I}Ex0GWhvMPk@*5OoZc
z#d<rk@YmejlIxJ6Bkd%-rVd<7dpi0%4+8cc?@<2>8=%oN<z;~Au%x08stI^&6f+9p
zD}t=Yk4hrizn~G6SaUh7hyxyD`f()vG9Gr#nw5Fa0BeZxx<?yMK)n2SLNGGMX5V2N
zExDL!4HE`mJ<>G5oJvUsP;ZvL#Q(5`QqexLuTXT*XE?_<X_@bn_q!yqr`#eWI;^mT
zMwMUP!i8^|0|$@+T=F*5w=yZCFz;WI#~w^W=6)c}`Y|mrU(rZ_GjJuUv)r8yO;$n$
zbGZl?oQ~gM6MxvM&$W!dq$S<F|EB+vg#&u!a<D$=A@%GrlfXr+pW4MV)`OTzglK*g
zAW(&T4!E4BDR6zc_W{h0%zn;~N~X06<Q?$kV<eN7317rJa47e-Lm*;1XkD%B?n=4{
zq<|*{VtCoLT>KaB8uG%pZ@~cPO(`o$J+x8n(QW^!4b0J>u_sydD{A4pZR=v$*y;&d
zVk7>+75rlACnTaDF3e>F7V?5~318-BHj7`ue3F_uRWMz`LNP6lH!rs`y>4o(#(eQ+
zwWDglkGEUeZ?`{eu_8!vr!G8wDlcD5_-^@4eL(G9UtP`Vnn1;*Fza<kR|fOnk0l@j
z3v_-_W%b{XFg7siE6_1rGwJYMTZ{P2!I7<dbhyNI5aWtB!7LNXUU?1Bb`KI!QBXm3
z-9y-_-f{gyzp7XVE1z{Jk8qnHh<zgf=-ci?;x)DZUS|D@L9?uhwcZ8T{5GOToZEx1
zL=B7xqLWgbiIy8vtp(eF+*L%Df>+3|fJ>lecn};WXCm(H{We}Ii~xP@y5Y(Q!BJQb
zFkG0$i=O~C1%_gn>-}j*%|LBXi%ABll%7^aOL;kG&&JjzsHGQ1H90dg17P%!xjk>%
zuV<efnD6N89sIPM`t3|f$(@n!kFrL8=|@m?qncv7tn|h8kERwE@B7sdE0_|QKfy^Q
z|Iu-oX;2x`EleZWqMPl88@mAdQ9SVk=%pKb&l8`?6Z4^gkbp<7RkZE<5x}i@bMrSY
z?C+D$Ima{qJ{##E+RWqV2k0C{H-MYn9<$xjsAGug%pu`3NuOw^nn*MQ5ar-!tY_)!
z!op`o&YZ@Fp?)6#guvUdnyO<j_o>#|**}AW_ngM@c6I?*u3UExjke%ln&X?DrEFKm
zKB{UePXJ1{-Gj8&m1wqs&uh2ys&hLI>K`6H*!^bLRCc=HD2%QBvE8@s`O(F_(Zzw$
zMd$|7kk!k*RG#?^*FXKj(M#;NIoNOR?M?r>_Fin(dpXp+S0TERNYg`Bem*|F6*b+u
zv9U(I;i}GRV&kBfXzNK6=Zv=dXDHPGoLK+y>4Y5xkJf(q7CWGi)p1$+b9rg4l^Y|<
z?W-xy%;)5H**?Bad={i5?AN<B)LUx@kqCOnLKz)D3av!4QPG@x;iJEg!uP){#2}U4
zy&G^7QE4HT8wU@((^2`LhpqYkjm<Pwj#~Zc_~BVGfUkS*BqF8lGUqF<3GT@|0oL{B
zOrHW;BzI|OFf+{E?*yFrC5#jSV0@n`xbP<vFt9NK%`fr*XxjQQ;6Sw@0)GII)<x;N
zV#Sxv%TW;&SGQC1q*^W$4CEpdwKt30BIzSyQ)9fMqpw9i$83Six!g?$X*qv*N2gZB
z;QE7OC%$f8!wwZFC^)+x=azVyG5Kc)fZJmthNeF3ebyd%O*guFGR>G!#mgR!m)YI*
z9cgX|TK$1zY}ZC~S{wFpl1V5JrbjOfoEys9PdqRRCFxN+*I~E~D=&R!IjWC&H-`WT
zUYzPIwe)zXA$lm9pYE3H=>@EV;>g%9Bksw4=s_YQQk;(Ni=*KL9iIz3y=a9@M~j()
z<k{f9Y=FJ@R+$gt@@3*J&}X+N4=lLC-Hi;OO8u?42|u8>Fba(}(jSGUVAbC>xqEnD
zn|2F_TEh^Joi3#f0KNMEyJ2J6Eh}EsHHzH{DR5t3yzaa1?)k8*O}M%C%n1hEL5&zO
zNFZFwIe@zm<v&PcP@|9fevvc;#<rG)4VXVfM<*uakrMKn6Y{b-H-T{RAn;6OZIE04
zBb2c$a#`@XgV2i~855Q2>TjXPuogBGCwl>t`$$=<7M<q16}di)!P&&_Mr!>QWoN#x
zk(93@_$x25ar`I4LOC>FR8LGS>`YMzPJ>QR56)Zpr#Td+JaodRewl18Z1_mf@o(-*
z_?e+V=1K4<ATNU9GUM+hKP?<Kzj$Hg<Cw$#Gq+>fY0TI5ea|M86#TD#oYZW-tBv6H
zONx*t1FP39i6!FMkFYxIFrX`i8+h`%7P}=?^O}<QfB-q9?K}uy<N*YXUf{emBmK}X
z#0988CR*PzvK5$~rp~@YZq!;kISuX$FE<D-w+OB>a#tc=t?1bVwb%t_z1BvBZ(bbx
z>rpuO(QkXxZ{~~J(c9w>?b$zMv(%rA7w<b2qt)&2e6?4!O}9+rL(VR=eq~=c+No?v
z0uxBTnzQTlCY*n|xac~&=&jcuhCF~VAAB-|N);GPa~q_jNDZeHsHS+nO_`zT&UT#j
z{&<!!wyCVu!@{)G^YQ&<yR-Yk@@6{A#s8dyQ^m@7e!8fJ>9HM!#U35?9v#USlI)y2
z>^z@z%I;77r2OeoXe{NLJ$-{SZA4y)hEpiZQMl85c`T&iLl`rlH4R(%*%`V2qH?WO
z=tVSo<i6siy5C9_IgvpbE}?o&ek$twH$slRf~NZELt{gK{(Xy&{rD{)PUuBwx#&ak
zG9vD+c1YTb@oP7PjeCnXydOG+1O+;C-*z4jgLpXW8LZqnbQo=Wc9@p*rmVRtD!Y}#
zh2pp<wD{*wibFH|`@gCO1lP~R10bhU?*Qxk-G*BXH@VF%o$Xu@dqTwR@ZhvBZ!SY)
z8=mDG@;mK=L+A;{#&13D8t4e{qdsNQyY-9)=_@7Ss(ZOCs*^YF$4jC9#QwfRMpqWc
zMI4j>j?G`SEyWcZ$PvJXa4D<HS{mKac}ELGF{D~Z8yyp7?$Xtd36&v(9pb@GBY5;s
zYZZt16PK~e8a$j^y>zHfNXsXjGZ_tZWsFhGVj?>{v=IhB17F8+a|TtHTOeVqQhDnm
zih5@i(hS?>|2~f{cWFNw`mHeS4T?Qp{o4=@iTI6NV7$El=pGnFjX*H4z+zYWfMC1<
z<vEB^rj`|U<9v+WoacevH^yY^V@7!8Cyc{&UfsCaSdlIF*g>xG?kcBEo3%G=#}7*G
zuiufmbldyeI&ZDMobPz~%EX(c@X^7#@rjmkmCA9}UEIyppSPEO`22CW?&DJGn_2QE
zr@TD7v^@KDv1moHU`455d*z3_)$fE69XEZ4J!BWq(Lvx69tHrA2ogV;`FSCogcm(s
zjy`=$yzFL^^V!U~y(MPFF{kzK8lOir2JBm(RmA?#bn?ts_I=e`awn0b-U4c9DOeg?
z;2DmIyEST)uzJ$uK2!W^e8TEBZd94_;A^+sB%FS({^xMr_b;^*KdJ^Nw1)@PF4*H7
zT?{u2A6$0z_g`otf6rVA$-s4d<d2?tQ{dVd<5WM~4-zp)2Jm=$Lg8Vk<B_tR=C^|_
z=jl-8|8iU3XZj-N6E~5Pki1(k0`Mt5@H?l#XhZ2gRDeKF3W}0Y3K$D9B~|1E!~i00
z^!2~8w}>PI&yR9V0@}s&$oDTx5V(nVm2EkKe$SwLG^Q<*(MIHHqgEb^bbyQ~V&p=l
zM@GJg(&O1g-Us3Qj;EsIOWxGRzDa%i=%s2alK*_?yv4P;xc=M9FyLDtE()uDpMUNy
z^yhB{=l&%LthNWxBb7{HHJ3-q%Oib#l|+2e7n<LFkBb6vN<5m7psz|afZ*NwgGs#i
zQXCLHVv+|knUZRKl5&JdBO**zGLvR70k{IV)iT?9G+Nc$den!W4V}n$UN?#)W8S}&
zxD%n(VY@%tVnswd|0Fu0Rxy$Q#Bnl2gqd?{pxoU8k7-jj=9bZVPtnqf`AN=fyPa%s
zu5NVjB(GFfW;+)JP_@uMxKG6Yh@WL_j32;vMu-xCTQV*J&l)ZFxDPe1D;z0-A~V50
zq;mtke^_i2DteZIm(pT@EXY7QhsSjR?S<zR{O{jp&<3>!F%R9j$ju(d)`FZ1@ByHM
z0(*wTFRGORo6sq&1nR~l5KD+pPbVNWDZZP?r<zJ#?cT)=*J((03aSw^c^rTH$Km}q
z#()rz|F?yzjSzw#RjE@>rItU6^Nlm}xk@**vb_=E_1D^~NJTP0LCw=SO`j`KdnrYC
zDM@YaIW|!K_9y*opJYPJQX;SbbX-U!0vIrs%_3^qU?uM(n!XOmuNzo0xEX$9)&>tR
zq!%AD-lWIz9OwXi@@_b%foUOWFS#lia0#+PHklY02s^}Xi(?Q_l)Uj@Y6?DS=@DPC
z!VB2L5FP3CNF!dKEhLRuvjo$M91fxQ9BaVHg3-MQ*lFv2+fXq|{huZP=W2u*JO*H$
zn*_RH?E$<^Li40MN(JB!dyd8VV>`GI1GqjB_-7HO&mznzOcX*lIWKb(UVu#t^1t7c
zQR8z@fZpEdeju9P71wqxuB|9OZ}8->b?WZVsTUUvv(L3BF%4g?UAAko`XFOvVy|D4
zrvI9MfLS)-12bA9P{Hm@TzZ=P)>>d;(a6V-d2vxWL5fnPpv&OewnOk5%(N9FK+OdN
zlZSG$Ox<pl=YZQ%v?gQH9GS_}6gJZoHr>?3m6SNSoB}&Ml=)XMeC8$zIz$$Pa4ATl
z^6u)M8-Thqu~AJsak&L&CgH(9Ww{yFkp|voj(SfsonIu{##^%&-LOUpvM5TbHmJ+i
zotCZ8lSR%~xM0b03TyBw5FhXE9N*q7|GleoQ=6LAs)Kjx)TLhWDJcUm9e9A`Rzcy-
z*QFlyrFRSS9qsHQ$KO`{`BC-b@1wubCo4HD`&CUlqQ{{ZP?eF3(h|ZVO3KN6Z1ch|
zuGMoHS@s(R?h3A8KnA=5@@ss1b8~@LuhqVMdFDh37owOi-^|qIUk^H43dqJx!h~O8
z2BoqiQHxKk>K*+miFn%5&(BKjBk9)Q1U!*E$W20ZNFM}qF(y}&fT)2r3hVVf7n47+
zZgfMgP3#@g`8NB17Jx_p9ZZ9blh`OGqBf1`aDJePwB?S0>D%Hl4x-U5cTS-YElRVo
z8=S1YZq2A;Au#H)S|ZU9qXV@GbK9Ma{{R9i6UoxBwqbdet*vu=tp*M#W&-DIa0Lf0
z@jYw-4LcywL<pAwy0-D506;@B#r*flb3+lBnW#Oq3Q$84f`C=vj1Ff5La@sp@10b5
zs!AdwOh&@F0DKB4C#LYJHVBCc5@dkbs71URx_%>8<?-fTOd(!sSQsF39SqBka&`WQ
zvvz>OC9JKB3aH7vnj3h-sljQ_Za<<YQg|cM_)y&L;Rcd|#|j{#@wr$_F2V3)|6lre
zSHErkyS*oAzrbD<ulU%<h+rs-%rRhMOg@Rd9t}(nJWj1WK3z7U332yckL6{Tm3>y?
zD`=)Gz5(sJ-g-uhmXl{qsGK48oXb|wL}#+Rd#k~)CYo|`nb#v7p@(7ytj2da@)g|<
zK<=tCDXWI3ePSq-=M*EgjO4F$Ls3ME!x{tchZy&nebxGLjG5zrG_DUQ2|zNyNDVN5
z^#GG_-5ZpDH%&)bd@IFTG2q>7?#Y;pYI8dD%H#jKu&DpW<?ogsxWUVCP7l`p!={Ys
zcYs?Ylry6*<Bh<*t?rMe-KIuR2ubv)dtYf2{vT>1fQdouK*b;M0i%`!g6^Krw#qRH
zigYv#(hZ<M#d%#ZC;&@`BImuA%r*C+NNWqJ-~qUnk=`TsGs0;qnzECjlGaxBx>w<p
zS?2C-dhML-=WVv0UACTW4g%B$Yyi}!Bn1lOW^Z#vc^IWh@<M}9N&a@Z7!U3nlm7*9
zKDq;QZS|K@s&(=@$gIKE5e{BHBwu>`Q@eyT`zLnOj@B`M6*4{u4c?1?ebR;?6g6qN
zQ)FWQcWJC3>I8+*=n|RNy4SE8Lk&D=jJdL56%ih^6XR{tf`dUe*%eVOGsY-4an5Xd
zC1dtqQ&&z9QeXcERCDvVb*&-GWMLfn`5ij*7D49~Do$AA-S3+>n+QH1=l4YLY*dla
z2Y!1#`$xa@F<^*<n-IwWrwodN5eYC!X-x+H68GnDU1{YB2&RLlQV65w7I%32;Q}wB
zqna6_Y>enIly=R%H#G93ZC~YEGmC)NA7if2+PXVsEojY-@2IFaC<UYm4ux<c5lB5p
zhhPALa4SwI2Okw?_2!4zh2+Fy+Pu*g#Ne!}>GPZ}rz?sIjgHRRq_Z^USli(Gf1IwU
zS!O{bj10g)F5)uk+H=mI2ShL3vFR;cbu!%~O}I>;$Y|tbA;Ae$->oWXj38+i*>Wj>
z6NJ1cg?=5)9sOej`foDA8V~lZ(2SXFrX?PhY$QW55t*?-S6crp$ne{{<3|D^HpR7L
zj(6$oydCH(IrO_*f9_XYIX;*^_*YN>%oUm<wq|ceFlJi^zWn%cOs9XR-Yo(eQXf93
zD^(~+D61-n(j8vEeOvJ|DwaelYtAm?EG6u2xOIVLbkB%|HOVnaNu91OJqY&=TXnNv
z*ugWVH#UA`Jl;fl0ybvm?|=VUuR4keI-uPO&0K%qxIc0?27yyM^BKh$d^b4uej*;5
zeryRFfRF@*!`0N{791N4r5+}F2#&TFfIqe$x5C4Y#`TVzem05teImPF(gA%*IE&)7
z*v`-EFfftbe!A!a^(SB`H|~3gVmgMS4rfy5QsM)xQRpCa*pJ`;rg~bftg`6|ORtWO
z*3r6uE8mBG_yCsO69{0ll6|$G>S-De_o*5jRk?7vOzza$CxDj;;o^aRm&Zw~$!khS
z8Yl*TjT!_Yz{e6otn6l-5C~VMu!4Ey?+d1;##CLXAz*Bd++-)w#xEZ*6$JG#NNs>w
zmT1nm=F*DAZUe^<;O&(|z}#ue3UXqS<M7Kx&Wbc724MYw1+nC*WKH_ytU}#=M9n)e
zeKOkoR3EzBHF7obmwLS(>d-H1`3KGg&Hy!B=f%9%Xw85bEBMd=Ndc8ngF?`_0IZ1?
z+WfNM4HN3}NMJJ=Pv--w(}+v4?oCD)&~*9#RC(<8;yFNCek)Vv2P8a@wqoDui$jqJ
z{3t4^QaOgFjYG#=6@y9uyx2_ku<lL>g7O10%{<E7CUUdias_l2sHTFsMZ>YmHLWQZ
zc?{1J+@ycWOQL2W{#^sVpnZ`umP#}v=NY|KQ9a=7U$%+)!it149k<fD9U~*~1b%uX
z6*%rfN0~EpD}{L`;d)YrdQwuRBi+^lFoYpS?Eo(3;t3dQRw3b7Y?T^-0l((!aXX^D
zt+j2ds5bs>Q`Yinll}2J-6rQS=uc>SsDTG`y{M;vtstc&<*oMJ*rzYQv2m1*ul{`U
zkGHG6I3?-J+Y8@xzHPu?PJ0xh>Fr(arqbv_W`8aWdXn=?K;F>M!>jv;z=6=aJxh8L
zg^dC&<mTDfrAt4G&_qWbMouzlE*R`Az5SmuDF86d41TAe6+4B5B^(TCfdCeJ5}ttt
z$m-WJ4&aK$1V4TQ!2u+r5{M~BhB^oy>mvRC<GP)G6pftNBiw?u`T@W5NjgT_)vZjB
zK`YP$Uho0#^&$M*iQ~MiZDdz_zlmY|XZUgsIbxBSVI4N;*fiq2n_CsqRPK>ie6z9e
zHCjw+c-VY;ddRR{>L?P@1UsI37u!%$67xI)uz@6h?2M6-F)0GfJC8q^Qa{DT_EF<4
zy0D6;RP|+aPE=u3%cOCyJ`}!w{~^C5?{;O`)tVB|;<|_YM9~>^nkGaUTd%EKt*6nf
zqka^8?O152Nr=7?8ge|gGco+;{i|V&<ZIkg@5}g+lJQr*I^H74-?ye`>5CrAUq0@w
zb*=ui8gIzSD>KP?6fyd@vgY`9_}tBFQ>#1l<(|tJRK=?Ws|Ef6{xqCI#g#s#Y)gw4
zQK5(0g`v7w_G9-~C3l*deBZpe^{)JSBSdy@XrNS=o@Xn{|7=NslJM~ELs_(ZgN_mU
zXQes_l6NQn)t%R`yu0N9;5t#xTG{@|&IyJa^?l$uW9Q#H5rbE+3qvlEP7JGXRM8o{
z4E&hT%Fb)?$FL}C=lMo(bb4_oBQbsG6WtRKB9{}q0L$1d0U4wMB(nU0V>EK8S6-mI
z2Z#f_o<Hvek*{{uqF<VGF_H=wVbILz_bk2t-ffYB&JCFY{EdDgwMjT+wZ8kdsZAf9
z#LzAmHKRktp0z2z>A~gp;{@a*?ed+t)Td}|)}y_?jJO8gp_gx-yOP3&fk^<c@2n{V
zxYjS6jWKHXIcDUVA^E0s=<i1k2}O+d-(cM2X+}GaK0+1^A$aB=U!X$`#b~;TY_Mn^
z=_KG~(xCz2)=Nyu_iCk$+!muOXnUmVka=WC^@S$4mxK+(0emJ=LUjY_E){g4VBnFB
z`1Nhlp)c3R7w7Dp#&*Zgo*sW$w#;`+#BTLPZI)Bu&vA~Q<Cc0(mM$V3tG>Hs=Czgq
zc7elu-*~R_d7gOrDVh7K|EB4=s_Ght%a>FfFX&%!QNHY|Gd@xC^-J@w5ol4E{mZuB
zBTu*tl=Wg!CGBG;h9*8u(f``yW4^nVPi{5&v$nZkUA_4X6H{mIdSi~`xIS8Ecx7Uf
zw>#!!BJxS9=f8uJ%!`~RZe9DtXengOQ{>cLEpp4)v*^@=cGLipi2kngA$@ZK8pa~>
zT*h}9C={5Sl84KGdT4I`A(nM~d;58{if?j?ndeEmWdCp3@BMb+!>yk`(FZtYoQy+)
zLPpAVo8NwIxR%Gript}Bpf9+5StTz|;`T9y;~5*J3cR*@D~_E>Nccyh1AjDj))P+v
zk+APh9Jh}C5>)ZWYD9@zB1i`Y*Aip~&rHGfzkQ{DADO$?E;{|6@<2e<TtJ=S7TA@!
ziA>X26Nb=f2k>g*;6{Yol)y#F=x$uSlV<%3o%*De^~9Cjaq?kgJlg@BXBwRu#}ZzD
z0*LtmIIXrwJVMP4F46sUf(6sT5g?#@9EGgJ6C8fc^HN@>Hl(ID)TX|wO--*&J(C`v
zS{DsdY~vT_(r6CS2;X}bz87@NSqRF<05RP~R9y5stZ`zuDP;n}HYF$9ikarm00*C(
zXqw}mn&qBiR{|~&_w$|CjA9M`nOD8J{Y8-`*lZ+q{8zA%tv8Mc-0vrXcqkfLx<o%W
zgZ8l~6yi3F#QcIcr1#k{=iN5(+dX3HFn&lgfLtcUAs^GIf%jh_*p==CJIWj$$f(ls
zI}r#Yc>Fy-PPulbWQL&zg}G^#Zs^B+Z6n4!GFOd(Hw^($w{^q~7Ca1K@>#o|8=6IL
zaBmsIqS0a6*Q8kJP$x_oR1)jMG|9+)M@00d#Hjx4ADKsgHAV^h3tm)<{vj}}n6I1|
z0r(Llu|R*uTH*jV8L7C5OeexE)yS6II^XkR#Qu)uO#|<SIITaX5vk&bxYzI5wB2T~
z-QG^a<r=ft-vDx&R*H%3^%-Z~Xe{*Gz-7imB%j+6MdHeu5KH}}fEhB8RIznmDyXj6
zq&@Y|DP-C2U>P}h<W$AOsm!DCC51mJ<r<fb%>7q!?XTF|iZcF7q*+@ar|k33{X`K2
zrA!;<6HxFlQ(zKsSF*-@d-~zwP;;}~v0}z4`m2xn7aR}GIW}WWbMl+srMKkn*{+`8
zVPIq#aK%q;#KOur^H}aW=p|5zQHlR`=CbsmKUJOS>o4ofhpwF4J^vnttK4OOaTXOV
zQH_Q1lZDx_7#~6|FT!^6H8eUd)XlGm86siXRGjx-v~15#wFF1C{Px_nNuT|7uKMi7
ziiL06v1n<_6EN~Q(a1UMv3n=tKkm}7FaltB<zwQ=3+#~#?3hlRV2?n2TUuQEv;T@p
z06B>um;e^^vlNa#k2lVnk=c?M?{=><da2;6`{v%-mElWAlT);nv5vnBRWAePR?gx2
z&>`QKpI<vwoVsrw5^&ck*`~z9bKT@@>jUw3?C<YB;0z3s0^I0ZSaM>XuC$Wd2K0V-
zH!}l8q_eRKw)OCYb^50z7%JVlvmV@ulm5%aNQA-N{%{B+3L^q0@%JhWQO4J(>__v}
zB>dzKH`fJ}&;>!UK%B-q!KOwYZh7vMQz;jVNqFfKBhp-l)<Poo;v!C+QR#w6ZAeqg
z6b1RR9f=bOLfslWT(!P*MJFSsW+m-wUr}LAH07z|V-b)M7|vpwznQl3eWfu7BC!@I
zz`Hlm@Y~6D!qr*Z!MRB8H2PG9;G5D*-$0btP=xZ>sM^o3YU2|s<3lPYnlLV|9b5EO
z2=L9)I~y9%D>{Gu=JT?OoZ>fGuS;!H(>VF2v@V6)U%KRb!_kvF1l48VDY*m+qZbTv
z<k*#v@YZu&eUBCym~0YPOe>R7d~tZS^PsOTQ)GyC`}x*0KR?T^RyVq{0t5il%}p6t
zTNj%#2g@&U8lPqzYI#n4nMDe5Uyxv=eBmq8gt%gCJ93RHJJE!aZc>=;U3dmaD0t}h
zm_gVc?ccN7kOWgqy?9|-28b)DKF+ogcoFK2D{z#*{yNf-1Qv4k`4@QuQx4DyN^uu8
zU=Je6rdvDG4<5{zrl1fzxfV!-(R-e=Rvi%q?9Yu^@&2Svc=arsgEtmPhyV+76e9T2
zLidy*H`y?&5B`-Ee3%IBAwRgnjK?_3B{A8c`a15qcMC+RBDb(=a;>lyF10}uahDk>
z5`Tvs<`;xwXaGbjsJ98C#*WM^T~NA(8;UE(mgj{vA289{IrHRXEOmYpj8JgP!<x3{
znuSRi3AmQ~d2qd<15q_5cWX;Dhs?C3+OTqW5fL^H*EIJlB45VSe52@S4-e(13Yd+P
zm1$;d2uhN9+$;MIu`}=AnqvTW7E^nt*q2$;1}u|E=uA=7BPjt1)U`T4+>>)yDh)6V
zx-UpM;=A3!Q)}n>QTqCt5{1mnv{RXH<?tA}jkA?RA_E%IZEUTpJ%eVIl1rJ^zlg0&
zhMAnOm6pDALdH(^#8jVkN(O8`@A+ND3{6N9h@VVJvfC+$m14k8GRU`1Jc^K$t|2y9
zU<+8xnkPLj3$kNT8_?$|*Z3o4Gvb-YiC3pl97$v<^I<MHXCtSv6Geww$2g4sq&|Ms
z2|O>)dM3&plJ{i76vd#F=0QC{0i9E$r_TO-f+w?B=z6e_5+$*CBRAbT9+oF^Fa~i(
zmRE8;s>CSs$@hawtTpS6DX)(cveX->gfpe?ye4Kf3HZK^m!ng~{@56{{bzC2z3|Nw
zN6cCqn5M#WM$=!|XDxXlPt&(<Z!BNaP}(Wk=Zn$^|2KUd%oS|v^J$N*XOE+2Gjf)^
zF?2?H+$3$4r%$?fGj)!fgrKP_)?hRnv9oJo4~+Z;4Kb1)JqXF@Y3v^!8{w4U=QgT8
zhN^$4R_naI`>=ZZVF26TZMG@(Lb+2y&921?iiXq4)s1&+@^6&po7r7?Q(7wiF)*+B
zdQn*z%g@<ODxN6<y7gN3ilY`GC$=mLiM&7cXQSbjNknis-9)hx7~}!B<%1=wN#OPv
z5njXCY+Z|4jak4}O#q|mkbs++rR6!Lr7h&N5m&`BQK@{$)#(RAZ=*gg#G0F!_nMR}
zSA0L?dgo4#e((<GZ5F(+IPNezRNTmkW&V(sg;qrN_)bp_uPI6rrXc<w-i4E`p2e_r
zD6A;%XRvihJv~232OWch(%qQGxiC?znrt?B=pd$Ze+NXt*Z@yt<9%6~Y-~)7w;b8(
zy!d$w-AnOnB&3jV2$8H~gn((k1*K(#Xs8CjECVcUpw=A<*yN9%qb6>tpzsx4U0E1J
z5oM$RA|3FI$kUJ&$A0wbeL)5tp^UElA4lgN&Gi4r@tMuWu+2TUZOEnEl91arB;^`i
zh}?@LRIa&g=6)%3BX?4$+>>&f`~B8Mh|DF|(p=JLZNJa=caG!u%Xawe^Lf8s&*$^;
zd{=lLO&m=>AoeA=Mr_5VBd;&I>UW-U6=?^XINOo>zP|mhesYtkhWYmI7xEWvhu&r~
zJ+HRn#SRWWsPghJ!oLhUSh)juq<)Q3@l^hWFK?@&*~`Dxs;r|7PwuZReMVL}N3j<e
zi{s;eI~Dx@>^b}S;~ng0#HD~%0qM%}n<|Qm)|P{5$!E9z+y{Z(+~#AJ5a~#+gW&X<
zjFPmprWA7<SAvtTg>!JQrNf!icAaLY|9bk5&d{jaC?Ch<-$lfwX4#*SH`B#EAsmq6
zDp4lqo@nrd<PavHfD$h8!;p@IGmRjo(d-E-ZI4Rh|1|nZyZWPE^(^8?k$=;Rke3qg
z>J0$r!2~~}i1U8)W7jB|Z)gq<@LAn%zv64I*>QS`5hC}}H!B}~lYT{A?i-`jjQ?9J
zf02Sv`*LZ{&%ZUC0dfYW;w=WPmqNh=|G^tfw@gOGdgLo6c7K<hyq{{NZ<~r02tmV5
zPMwIlo0mPscc%PN&6dvMy!G15Sb*mR&}G71sEmpj0-YrQXW-Pije$yLre|$ED(tCK
zzUmV%*Ti5mGjUT}9xfUzxGkBcHEF)!e{%t|`WPrRmFU<f=ip;$eiw!8;mvYr8;)&Y
z^%-_iEE}Ir1CvKPPQy@4)W-6?7H$TPIxz5cW@a{aul#j><<##R>d|ATpg=QC^ufKP
z&qDStm&NMrZd$?M5Sd@-)>OaL4m>&%D+u@FAPTx7hzs4Aey{_O+-`R#7zUilN3O@C
zBGeiQ)rRBEUiF&KT8rh%1B=(#q}%b|PH-A9@J`w$KcK)WA}9?PPY~PKI1An>RI=j)
zeqPI#*vLr{K>;_>o15?-?b2qXw7R^sy4P<6p>9-Y#}GP}vl<5Mw8SWrh)h(t8&Wgo
zebW5N3XUn08TE@z1bYXa_N(1JTue$+i>$4BGnRx37K-8sKe{^#W|ML-`WkOI*dXmF
z;9c0Ty7{;OA+6p1Qm_4=_vln98lBKDN(b6$f!D~wi>;+YV-020TaUYz9=_<t907@-
zbno`u<$8W#y6nkvy~fFC@A@!4wEjHq&4V|uQ}SAJN=gz^9=uI>Sx^w}n)p`#1KZCw
zAkfOh-66u%&a|E2)_p$cqtBg{l1lOmimaN@fVS+w@$Y@W_WCRxX+XoM78a?hpyBPP
z#0+U0RHmU~__wq`&T!Xdq!chG2*6GLWGA1Qimdo?*L*#q<VRQf8?teAd5J+Ei8S)2
zI{;oR3s1nR#U0%x$Eb6u%ERzh++a4Ho7u^`g`69`%@>UyJe+puKz~qE8$u($Gl183
z_Nv{)WI?-LI6%AlVZ8Y33GOz!J(^t}YGO=vB3YEdvr;m<;xP-JCc{%}q>Zqqe+|nH
z=8payd1UZnVDrnsh~U+~h^t=_S2wocG#F1?sFr>Bq~qUbP0NKXcdJT$-j?5PD!TpV
zc|=1ofO~EE_Txv-r}HM5(zy6j3>eqlzoE0YLPCPt78jzve(oF|?j7u$o72<jQd5>u
z*U*yFGE`PF)K}6{R+3j%N><X<KdB|7VyJuk@G<<+*Nxb>?_V{(Yp8fpP8=WCn)rC~
z^Oxg#V{fVTI_lM$I*r9*moKFmfUaoiMZ@QQls*#OF+W|W{w-TCH!DovFjD>4U(e)q
zC4f%{cn>%s?*9NiJVk{gic$aO@AaMW7iloemj<=R+TYYF^F~z)hE?;eM%(h9Mjk);
zSLEqagS@8(odJOhkKC84Uqruc`sL<@B;}>;sp>pYKJj)``_0HFEt$64bVF346Z2mb
zURk44LA|HjV6wfx_k#$RGQX+(#e?|gce#4hgFxVRPplSi`w_9#c~LJo0xsTxFfutz
zFee1uqpA(toE{}4Y^&|IejNX6b(|fO=TWt>wzk@C6O)VCt+tRgxI(j72iF_~z6e|Y
zdpD;*u1%6>a6CA{^&5hX`awLfNs1oxWxin|RBkV73m{xZOj*b|s<6ouE@1C5OGtX$
zat_3L7H7r>(9BPl;V<1GD?Y5N{i}^i1UwB9hx5pvHynbTZ{8ve{_~&5K(;x0x%GNh
z37M+x?u$17NkWgN-l|+H7vp{84`3x%!wc<Sl`?;<y14|C`Ia5fM;vGy14cCxr00gL
zqzs$-_I_)tDJ!me+pO1B8m+nFvWTfZe2QlBatqI-EYJUo_HvBH5CDO49|l4SFtJ$F
z;`??K6Vtc@bVhsIp@8OL22nG5YzgDpDG!+36I41+|M2K>%6#6UAwuDqC^`E!^X1z+
z;$rNvTIY#c=kfQ>Qw`3a8=OD3IwRh^{-mjP;l#*=Pgal5rwTtgf=Ed~@W2o}h2(H3
z<y4$;_a8DL^}<DqPZQo-$g|%K?V-=kTP)l)_~Ut()jzcGAiGqd?x^+hr2>^osRxlC
zb+ZyamOgr$GDwqjR&x^RgXx@TG0{#-TJu`1A}0t_CF}=qEUuY&*NND95;!>GE2UG9
zHyNu6zG>l3@8q$4mUG!_Bj-7=#dvw+(W48=$;qq_AEd9b#xis43NkJ}dT1jlm3<Ux
z8gOU#rf7D_>-(kIFUvDZit<$wFuRr68_{0;Eb=jA1S5z+tR__-<N7-EEDi{zBDu7<
zB+0HKsQ9PMPCy{yW6U3EAm&BmWKh~wPt)$8dCAql4s953Kg-2*^|NFF39ahdTV6{5
zd%iG<fI{3#imt8?c`F2bNCD_VfMZT{fL6_I_y0D?e&U=fT8qGpZZGlQG(*FP)d7mu
z?z1PUfWxct=JmB}*SR4bozova^3*bn9_LRyCdf7?CRPK<c_p}uo(-x2h>QHhwi*hJ
z!TXhrmRH3VR{IpeVoKO^9p6=fseq_67cU0CCGi}^{9cOdmD5q$IxMwysh5@p!8c;R
z0_}QZ0WFkOo-ssGCP*K^e%k?!<DjU<?{aNx&*BVpzCA>|k2^zE=m6OMLA@$HQlCXe
zLr2?sfIEJieh%O%8)5^}e-_@1O5tJ?Oi`N71T6SN1k;YFL%Ktc5!)%021k+DozY6{
z0O5TqIx!qr3h!gh9z?@M88H3W_K#WqfMFo=)jU70+4FIS5P8dSA0{Rw$R_Fg@v+DT
z`lpe^KxbfkD~-M)b;uF(XiPHilXTuE;YT0L(PC?z=(T}r%?oDJ-mU{#)*l*AFED;G
zxD`h5CYJW5R#~Sko_@>I<S)?VE%*RX*0TZBDNRf|9#{f;mq1gE(@DwZObQLW1$5%R
zvmLwmPY*B^{9y&L=8rHq%1kGfX|T@fuvHB(u9icFiA@JM=jo$|p9dy+w;%Q+?v&Q&
z4yLuSTLkv$1q+zaN|@u(9{iA4d;p7s4iq2MI|1>pcAEwQof6S+Ka5uvPZ*VO^RV3%
z+iV3D-a9mKn(zA&*>@k#8`8uKmU0ZGuW066X>$6uRcIOZ%t^msmKhbpNO;mB+ccav
z_&JDr7WPXx$m^>1;lo9mNO%$UNG(<dTqYd%!v>lxoUg-1DJJZ5=3>P5Nl|awf#vBo
z#WrF!m)k~VLJ-aEyk%&}ZARc?)6}+*ETz8xR0=9@;6qL@`p77`#lobkrL3<wOHBWl
zQkpes-}saOBf;~b&bifBsn%tnJrcOgd-nbm)$DvsN?~eh{riXK<=m<0V$~BZXkX*A
zTnAsY<xATuCBIj!XEBodCTkP3Y~g&(U474lhOGZ>eXP6eDwC1-G5^7+q#V^q==V1@
zX+@RJ*VATKAJsm;R^K2}bCoyNJJ$z{7$35Sn-XoVzKG<01RfaKbdtZ3*Z>{q_RflV
zWD>R?F#eA<(>#(obZz&-X`)D}{XIfJLBzw?=d78RRWcta0Ek<NjE=Utq8?T~<-LCA
z90)DYy2dih1daJDpvt3Mkt9N>Ab5U}`*8IPkI5xaET{z(kGp(c=(g(28MIT(4kw_T
z?88i4NqMf^;>R{a+|T%#O`!f`uYX&D7U3?FJux&MAMRs^2vT6?M;q7^2CV*AJPt*W
zw_Q~sNKJlF_hcFuC!7X55NPIZM<V3<phk)z2Y0r~eE&E<fK6EBUS|{>4QBy`GgK`a
z-Q&MqCpX#kCyL`g)Q<K%lD{7*^W7~`>%Z6ZOf#ZW;BbxyATXNW>xGO^Udh-Sd;{2*
z(+R6sfB3a@ufi5G+Y*E$8H19|%qo)1UxDS(5-w;<CTE9QVl-6%Sltcnk!i;A&K#$e
z90*dt8%Q2$HcC4tS(ibBEnpI#7j7F|M5+Oq{U*XglWyue@L-p<^vM(bEDl%U;@R0-
zEAmZYgBTH%mbzQ#@VmG{zMCu#AxHqwaICIB8HYn{YH2xpa?FdZE=ew|i}NGkxsvIr
zoYrE~zw6a%uM%k%t{fZ%eA5i|L7**MJ0?qU$;E~d*N1n#c`FJ86BczLV|i^O4mV4o
zu;A`)jvx>nkcldnFtm8wh4mUKv6CnwT0*i0v<HImo-rYkjuu*=3}5JcTEd7CWQrU}
zm_~?NqB%TPi=WspDzgumrRJ6Z6_B_HYJ@?I2pW|OnE(DdK#2ibEYKtg-t~ydxz8NS
z0CpD(ZHWL=$cPjs2Z@O?ky#2jWlVYK3WxalaRQQFn09J3DTwz;fHW2YFoxv)v!mJ_
zT1k?g1T2IjHk}6hRj6D=RrXf|bT}7>d-(5HZ4~2qO;PB>^W)zEeHe_EauLjd-{Ze}
z(aHVtM~##0vAjGOq!`%dd}|>y!zmzKVa#7j92MsZ3B<^TBQ}5I<QJp1Tu*&g1Z&vH
zazTs4!eW<h=zEg-mkyTq`E}dy`)h0CnETGGweJ1`msZvnQ3ZC)Ufm*IKa920K7YRn
zHitLCG3J~2vaI}DojDS!58Tnz&TaHr;X736$N43iyz*{=%<)Nvv3JD6cvsiv(kE$q
zC<+b2=^OzK!gb6**GV;<-`Y>B63_&x*bi-5;^d4aa19IsCKvg0lkH8}HlaHDrrn<I
z?$+fqL>7>dt2K+k+ipl!Qp)aXpZ)&p+L2d_N0KUZcVa?81+Y*e$e+~TImz%qp=D+7
zbCr*@&f=>r8#s-Tj|N)C$9n|@6CT)&Dku~X1qH3Msph1op}NO+c;yAm&3j1%t+(G~
z5R0@eFBCsP$~hmqvtVt})*8AG<BrmS&<SBOGIWwZkHJ32+!p9AGaH!J(|U8Q3p&NY
zkI{)kga|GpO%`MQGsdNWxwflf7T=azz>*l}_h<dy9WJnTVGla4E?N6$jfMU_uomM+
zEiljD<lx|mK_z~~=jE~P1|Rg+eZ=SH{bT+3@uco!f%P0~_h9Mo6E(Gb1HDKFeSiH(
z@SMB#{o2Y_0QxL{6cOw5^u9I2@-#-`=pPArE7SOUz?N#rzj5;G-SEbQlB1Tkw#RJM
zj~u-#E)oCLQQ_|UYvJL`f5Sy#f1e0bZWx1bLK4QwmQZ6XKu-%S`7>q|E-`5p>oRoP
z8TwWe=n3=N{e5%qxBu_Go4<GcjB<lP^sy<+_0^b(X}wEd0d3aUZpX>^qs5hfo;QC&
z!hDW-y?!db3li^~6}oigr-{cuPrHv6K+%EqpLH76;>eztSH7BBp08i7K}0|eLUI-K
z7pkO=ck^mzLPivj!D!2Ho=;wWTT@-Ttw!&rrs~GV^qrkg*xP*Khsd0KeMFVx5|2IC
z{B9!e*#N|$cHC+aaOA;0mVsVG7D|cjr;|S^IQ@q3$jGI=BLH%JP!(yP(uXHGqi6{z
z8Y(q7og>P1h~kug$|N=y3+r+Wxb=e=i&>QwW0GQZc7G%W+~U54WwdYfr0Mnaj2x`)
zKD$vKK6^d~U?xFcp0Ifo`>uAQrbE&PQ+UW`f@6`I1k-{*a5Pj$^tw^Hcoa6!=!5ot
zf;pYj*}3waSvPvPqrj8}J<GIE{Db(vg#TL;4Y&M3^vTJD#%}T%TO!~dH|{hNW~!lV
zSFfK--Wwg?T^HT`7u|1s_w~4iDB~P`2fUw|@oA>K=haO(_q=G27Mx$}Q(Ym$l~ck_
zHtW=6ijtUBBDK2a-A%6*E40|XeBj}s2MdwV3w6X5f0_D}%77X3v4~G-u#D(JCIV>v
z7F)|0yP2zp7ptqXXh3p(IaBZ8ZG0{)!`-rS&E>Rbd?gSd$i93i=j+qUx--?S*Zmef
zuP?fLgh;&PFy|3fz=T|i#=NCsN7Do5=#$jG-7!XSR{iwDna$?R@$L6<2Ms^>zV${L
zkHSt{#hY54j-Nxb)qz<Spwc8o+XP0@#Mci%e8#ykST%rRnHs&SE3qE>lE8wl0Nu-D
zcb+c@Fkn>V(*-O91d2anb{vsrt^<iyB0*wqm;k4V2Ow#&9cnc!9a%s$1S*%FMo`V<
zp{wu@yj#3-AOHvJz2sE()mOj?JLy}nB2=&v-|8iRg1aJ}z)X+;<*<u|%{J8WGjMX|
zkX8D`*(%~fM^*tA8~qP=O_q_Cqr!aFFrR|m3B%2bDgUbJo8=Lo>}xK#)Hq$yy%Ox=
zU_bUC?{j+QZM?jer8H2B?($1dnubA<ZzXIY^EacSoXHxPuu$skDz(f$%-6!qH&%Ji
zFTg@4zIGBGX0$uI)L6FrsjK-%{Xz%xX>#V{gQxiu&x<zqw!UqyvA#{Ux5l-zPK84F
z_*Icg6AuSeW{!ZOK<e+B_XNIt?0zI#mooa|T0yGy&zJJSz0dc0y`-&&@rNPqKR*jl
z2Y=epk&cZDQ-3XDb~-m#h7$^0S=F^?mXU~;snPZ^(5|Un<{=u;0jTXEs8F$W>Fnn%
z(!!Zbqa_o2!^?YV&l}!6Z+Nu4_x&2}j+FW9JjC$NI=*4S&%Z%u^=h~2Z}rnZomXpv
zi@wF`)Ywl_OAqa4ydxKtw{kdPQ-2fq$kr(6MRM~+5Pr4uRvZJyX%NY|odj6fUIS<D
z%XH4iuln&3{p!q~V|UAb`j~B8S+|D_z+D9f78D_iOYAw-|2`P(#eJB&a4TiiCp4~X
zy7HQW+z+xg@Nl&>q<>I%l%Jc{1>E=zh}ete{{{~9(mqX&uWP*ojPxvyNzjw}xwsOe
z=8+HWJKf(I{tN$Ac{4e$HdQkbz&{)IZ27cnraVwHFtkK;I^)N{?&F<qlha$l;&U{N
z4ub5>JA${l+x?aS^BcbP2GPZ)BiA_{^VW-dVl~MHY{8#%Mo#KCpt#Eb=H|UoS=VIr
zX$l->R!brnQ>6j+KoB|z{p>@NQAC`QxUrg;A5!pc?U{cl`9s>#)FxBjn1s|A;U0~+
zu+{X>v*?7Zt*=VQzd4xKcBHM={`|C_Hxn<#z(3TidaU*OVaDUZoF_-0J~^86<cRq4
z;QF<*6$&W>=b?Y*NA=Sme0h@hH7D=mgS^=XPrigy5pK14KYJDU>izAC)~MDuS4&^s
zsjKooT@<SMYQ`>Y^S+gIs<o8Gkfg<kl*I_fLgk0G%Fj_M!hL^gW_ydNf#$!1P^jCf
zy0+}B(UO(_AW;A09nE9EeFGP4PQJ&RJmyzk2ym@y@|Qv<<XHf*Hk*WRth83LWm$-8
z$&2Wgx{x<5H{O*-O1C}<N_+76_u_>U70E|VIfO-@xjy>uuT<Qh%iFg%jvudZW1$4|
ztmj2JR!v1WBaV)J>-jkIX{w9bZu5ofKW_lQhLfWs#g{068Z8l;84QWnVuE-Uj<S$i
z`e5UFlB+68eh3N{0{BciSyc1_SJDthlZmkyChC;o5~>(R-utJ#hkzcIYa%0Z{b0Zu
z`5(X0DCa*H`U^Qf2tfbzR%gRP5PA$el{wF!!~}v81QxP#SxZ&hH`nqtP9dH!qtO8D
zbQrJ`;9DO}68C|C{{JV=<Lk@IsR>lT39r~dc}D<|U4>%f624!kt)-JdW+<o|A5X{E
z2`<1k?~GFB=S&h)7NwMWzz-eLSE6)i*gJC>W9<p?Kb~_kVA+e7hxQe8;&gQrX648+
zATnwb!rw0ZPVCa)Ayqzj1<kuF&upd5p-_pw7tr@TxN$>DKpf?+mYZulzp8jdX#BAS
zJ*M!?+uV~()Iz9vdgm}IAxEQcOTNeT$TxmlaQPt`rg&D2P5Yil`^gy{)X(NX7nBo3
zsp=5WZCA4B>T`~a9g4DG<qu86#Qp#LOI$|k+vErwa8QqPaN3SG+uc2vLVyD;+*=p_
z;+>pfOMakEEE`7WE;_0433bMk1Dy;?Y0B(l6DiR&d1TCI&O?UOJ)(fKKsc3&sg?v@
zQOY*ar%#~U8`i%=T*Bx;+vDK|FJ|t@i>M+I@b#%9?+J-l?oV+B=m$K1#iy7m^A5;g
z>o<dp0*-G8z{8jR&d>MVRZU5(NKP$JSwM@O$s1Qv2FqHaGYkdtpYxu%0DYc%AfFZ{
zpE{d_3ArZ~lA2wel3#sqK?EfLK2{Ec$Or}PpK-Dz7`leO3H|BZnL!xrCEU?}6Bnoc
z{yvBB2lqB7{(^!Yc3S4+^6@dI$?)EHwV>ZViBY0YTJQC2Uq6YnOB_;%pZXJ>Nuv}s
z+!|}}Yut6-3x1Q(S&DpL4{eQ5Yq^rSH(e|2>LA^beC9@<cy4r~F9%T-C3y*(3EZvH
zS17(bU^Z3!iF}e;cPKwO&&C*AoWKc_^S(a!Q2un$lt>;%6NnZ}-gm+chZI@5oYjmb
zK><eDuJJWqqieiZKbl(f)GEm*#Q+Wz_|xOS*TZ3nI8wB|I&XGDs*z}FXVJ-LSH#-)
zh=zV*#Tw~pVtw(vo;)7=>0y(k8!@)|+IbgSoIbpt(qS})Y=2+f-XA*XUS;0sX1D=r
zkMSU&s3e>J-A3qY96y(*mJ%Q5bDroa7qzAXI66rq4Sib~Nj#Y=(Ar7FCX-YL)X5;#
zJGVT5@6oO-Wa~G8gvdCIgJkF6scdqoYvG1A)QuEPVjG9rf19N<%giGD&IRuNYn=QL
z8(V9#$xc5H?Ze@UWK^ZERG8Z&#-`{wOq>>}8KITMKIV7~lH$0;%xbKiWZa&ZmHxa`
zkri998auG6vu+cu{T^~1tf+V=u4EhW;-E3PG4{y$0zo^fRiXN9dj8aql-%td-EG8s
zo}?J+?6j*xc5$<NW38>juq1AMLt!lY+^XypF;dPU+x4}mHo0ZP0Nw^5w78!GjAb#E
zqX`JWxT{--qGo)9^TgbJrGWiis3HGc(x9u{RqEayrJ!1tI2>T4>}Dt+;PC_q#50q5
zoRg_x)@pN?L^VRe=YKr_G<*6^JkD5PX)zCO$Der#3=*~?QisS({1xP*10SW5&m$U;
zF+0W&-zq@Z3EoJjhrb9l>3Y0Rf$D;8?qHPATaK}qqvH~rf^vaDa_Cgz#siC^@g&~1
zPasobIvUarI7MA~YmYN&;_b@H42h&@x&?jLEFk25!l8!>e<)yw`5dF`;!zeXvzum6
zC~<+wnS0pA)2m<98&nSfTW-J4n8=HJsi2w&29p=`1g8wsYp=(<iV1l_JE2CV@6Hh?
zSskcg$)QrbCg!;!>IKEKXdkzF5p%D(qPR(C2<3@#l%|MBf|ap8nYJ5@3@#opopV}e
zFMS;#m!?AQU7!n~b)-pMCNl|1ki$~dB~rcm6bw)2+5jNvM+vuz-WzqlvVHxUYIB!a
zs7+z3n#q*_c7nSpYAXPC)`I2)si3bzU^++>$~|gFof`*Q>|vr1ul27!J-<c_;&$Vj
zmj`TelF#&JBVW9Mxc-9NbviN=5u5YoL`QAQ&!7L`<U%1{Eb3f-{w*D$>tE_-iO!Nl
zvl-XFM){PFR$|$)D{*tfF!mudkg)U4mDG8Cu4nre{XtbC=UE|`2h7ItyM^$vW26)v
z_&H%~Ws{(Y=2bSSKz|%Q1fhVqg5_~`&}%GInjKFDl5rrzwt)yiR-wb?$ByIKC^Ydg
zI_uC4=v@=4bQ#C$spD|ty0r5`H{C|;&k2PSzhZ!F?&fJXq&r`YHV2-%OOXN<EgYlv
zj@7i^djS6dtX1g;1QeIx^b#8t$@UZa?t%gn%LU_n*szQ+>^Aw<MV-&-KT`vb_W8;%
zrnrrDC%YDZsv<hD^!PJB_X3{4bB~^KyiYc$AF0>W&EE=Iz4#z^7;vagNAOB~;9YP-
z`tx+i(fDzKw(7O%cZlOBpMFyVnkyM(sGB+q_wmx>Zb&n^8QaGX;2nlAo>Sl29V~$O
z7fclH;0zS8L)+cr05&<+sAPaZH0c818}}>;{#^%MpPnz(i`*vn{V*F{AL`p27+RD6
zzNd~B%HVWKWPbB~hW#FB<nS)fTM&A#Lb1yBb0Ooa#+UJyY3;_>lCzZlrG<fw-#`B#
z|Fq(DnEPv6n0qe&lGeVIJZUqG-s*kP+m?Walwb{i{c!d*B*d&Z#uJ)zT?|dfR)&~%
z>lG(ks>Gvpieq{^CaMJv@i?CS+~5=F<+}iwhVEF?zE;;qG}rFkj+7efzM;-(HcY67
z-tQ;rK{7Rh{}}%Gd4+1u;nZdLLUvD0UBK>`#J4x^_XH60%+61{K(4;^?C$^@@&V&W
zWs+iH=TUCDapXU_vG(`6Cec>Kvy(b$TW0syP3G8!HYlv5wBn<tv%(r`dwrMhta4=Y
z@&f*=059)V^pJjU4?o$!!cvNu8zWYr(`EL&xB4L0WO{9AenvmC>i6$2dU`A2;TWQt
zy5Ibh6``M7gLNeZ1%`iT=RX$kBhOij@~WmEiJ6j<(&u8*|FPOv{`JbSY{57k1kpS+
zJ~6%EUOt<-!1x1%0JfI8F@=}LwuFnz)!2-K&sF}`QNZyV1?0M$v8=c?>lLpyjelFr
zA4n8nmu}0=XYDQz15*AK{m6shkUwJZuBD}ID$U+8JlfLIF)He6grst6`n9;~^U)GF
zLXO*cc^IFjBe610xs-pA9<rO)p36TGS~~IgNzmsnO4FBnGUCYfA#`K_+2)?_v77gK
z{crIUxB0(*0SnQ<p3K;ZTSClCDhCCrgoIRe6mw{6{rGk*?-=q%-jy35X<ae;*hI|-
z(|Bae<-UElns--=YQid8-QHLF3DAwNKH>?sw>ec>`zk_A`+VtPN_RJB_n*J!$*_U5
zTt|<ZuKV;lKJ|L9`$U-2v81A9t-P~4PV^-yX2SYy!$?EONQiXnTv%-VlMq@k4a~uS
z@yjWGPO~x;m%RMzM|+7DPe-H6bl#J>%zTF@naNGPwOKmVH+90720C3K8Hbe3PdA*x
zz9XcgZsQ&hA4YR119zsr4$?j+17g7g?-D-p858oFytJ8!|9Lf$N>fD@H6D{^5JfW2
zbO49h>bt<UfutJ?;01m_lSD=y^RCKZK|N<lu_c=`+;@U`f~)^fZj@zD-Sm)E;EX(N
zASE%ov8+3ny_(MET(|VpRAHDQ@)Xa#ar@3$vnjicBw!l{Df0V;{LKsvle|-|-ZWGU
zn=-vahPk2Sib@n#Z?J%YnozVf;5_tx>8c6?zZ&_X8_>hE3GsKIr*nvEM~@ww_;PHb
z1ZUnm*3Em(lf%u`&)55UvJkJwjpH5?h~wc)E&vh%whShkq9#Tp$s{zSS9%PDCI|A~
zBiKL1fjirWChq~F=4*8!8q5xcs7-3TdUMUUb4TsR%n!giMdQHj130k|<=0!QzeMsA
zH5l!tb7RR&%<j-<Iz{@w9dI?vV)eMyY|l6@4~P-iJFCNZ8LmJ);mC<sm9czfRS0{d
zQ8B5nd}+gJ{`NVSCv)yF+DE#lSq*6v313A?|9u_3zfH6J^k4)(otJxyc(!BK)4|u-
z^K6*W#TyqhiW~2~e;@X`bmQC~s@vR{c{e?0zGz1cXpAy!z7*Kn^sH#)Pv@0qX!yLS
zdNh_buM+QlKTw8kq#kV(B)b=*2PjgZ1|Rmh7EDnUBX8Xmxy%Pp|704~AcG^MTU~%R
z+0;ARn^xLrznwxb<x1zg#v+{OJnRC%gae|0d{#BAM?WIhb}UytB}=k7OT0Pj+S5bL
zS;E~8i7(^z;Xo9&5Sy3?+7CEp5OD0X^}=MQCnl7aaX$TLr<g3pv}pvo^<?&!Y52GD
zyJrSkLu4bpWDO?86*{HV629I`aJ(0PIsfR>d?j&y*m}Y4XUX03zk)9QYPe|VTRB;-
zHdl7krQ%4ovWobTzKx-wSLRkdSNtoSqQ2k(H*WwZn-=_4kcIq4j|Q=6Du^8@7A<`U
zbx0b8UdO2J@I7%83(!_p6o;Gmn)vt_Sy>(YD{fv-&RjlNuUtN0?JZ}FXqmWLP@%<d
zZ#=K^@+*wyW>U_+IdSrxo_0vzOfl`uZ*iONUAtr-=6Je~SAeH^(e$B1(K@;<NKyDF
z8xgmYZ+-{o*{Xl*1jp>s-T$?BPwyo>8vbLxv9dGhb!YHJoeUF5KkFL)zI=jp+brx8
zK6G-n>C1Gh-CU#Xh2t(4j$d*xaJ+Eb?uz!6D|kLaeG&9&g}-#wO`FFT_LfE42Ww=G
zsH*8`_J75H_^i^`&K;eK&7Gc@?CPM7@e;)t-D|62>+51`#aV;)P~h`Pa*g?$+}a8-
zTiG$tYp8wfQ@j(PYVG4!otr9C=0kMfOCG1}a~eUi_9;tj(m}0AJvRSe)Sy`q+Nnt+
z>UTI45<@}x_VJ7vp_zl_Y*<hAV7iH+4JU`iy1Br{wzZlA+NrKbr9sVutF83N!1B4j
zc(bmU_h$!bu<6s6xV>ZRAzLl=n&&hx*bAwg7H|}AYxZH_3+<yX@bvi8F!dod6O~@@
zSo?+E{HtFA(`FU?3{)1r3ouD9Uk3mU&BPi}F>nHqO-@B`tBFk#mVs%E0&KvvT9+`@
zRcnH!)^2?7yUau6>py<Jp*SY~0f#%GIfQv;Ec!&hfv6~B($b;-j?<%h&E%|!`T~~6
z$Q{?E_0`Y!7XUalV^XTa99U4ji%Dt3tT@GXY4c{vf?8?$<ur5U;qOmK=h}+>rT0E$
z?5FjV&W&p?cgg)8S}#Zq9Aay0X?|H6(0Xe(hL9^JZE>+xCMn`Iw0c16>e~Yru44Nj
z2HBi|jk$2pUcyy-jB~0HcfEt4#l2Q%3#1-^fwV2rm5%H@AR5QZuwA8!0#kDW%=2~z
zuVjec?7sNp*~I3OmIkZn`kTgE@1Aj7K2q+Y_}WGBWr13Gwo*lI<E7^VD&j*!8^e8@
zR-->G23LprsIQ5atgKv!t;LOI7tR?vI3E8pQ$I6RGyb*d;~d+ph(MU%RA&`Rf3>sx
zk=Bua>zcp2pa1PB|Jxj$oK8(IRx+*!@lLzl7Rl}0TH4*}67o(c*(zUo*6-!<!1}@>
z7Q-L^Fq~qH%rO7_v2AJ!k<#|LVdQGDVD^~bFDKIlH?KcFUP!w?JbeihBi+jlC!N}F
zNXWn3=%JN5IiEOx+0e#m+A*+gN1B$<96vO){&1<baWXulv(A$kDleHvPjTdrYIwZ4
z++!twuotiE!)mAL-SN0$E@*H=FewZbqh7zLzWX}WY(hO))?Yi5PcGIaLY8d=1dvf&
zK)5OV7{9S6PEp9X5Sz+@cX^I|R*$eU2~dM`nP(+^iq+ENu!Ao1&j(U=ki2B|I*1j`
z$1lin2?G&@n+F;^@cil4U)pY@t{Ah0R9|~z`~w>3sIna$00b*0x`%qQae%V}+kp(I
zr>wr@b_OaC5|yNtt2@t-0O}x6***^MShxrE+`Pu^(C8w98I=coQcCa>@cB*@Jh_vg
z$R&xRA;_t`dJ>wehsV*egz79_xvM%5<F}GmwQ&m=BT2Uxpp%psc*_|X5imAZE+diV
z6ssO+iiNuIMi-EDQ9lD5fT@(usgvM1f-4>qfvhCtSkWZmp^b78=q@)Z7N87#X{rnX
zAhw@wSA}Lon{98I@BOyss3`;z%8>ZWl2O=ZGMfJ>S+s28n4%Fq4!e^8+I6uyl@A4i
z`T7An09B+}(4bkcQNKk{9f<G(L<hWvj#;SQW9vcB4eD!+&u|lO)pLNGq0nRT3(zE>
zm;Sl)0${p;$EpLn$3#G25rekh&{X^g(6FHZ=%4T6@Vl4@U>|Q~m^k`At};4?qn3&X
zO3z|5On87wp-^7^xgI;eEPP?qrC{w^4Vm}x%Gd?RV!^LyGCB>Odj6EjbU^5OqW%Tp
zT;25o{pCEJ&3yHHaNcVi$F55lTo*RDiav2w<m6QWqLSFbd}?%hU4^b%<4$pN@YX+`
z$F!Gl^3%e`g)2r-m!{yV$~E)ue{*AF&c^B7PceV4{{3|d`^n|BJ-7iWqb|2i){c?|
z>_4v`x)pWfBlaJu-8{^)eQFtA(Fm3#H`d=(F9%iva{!H`B;LQ4N1#98&`In%iNe#7
z?oPCS9>4q8U-Oe9wAj9})t*-R{YEoWM%*|Cv#bO*w#tH8x2p5vSnXMI+sIF*l0C0#
zeDB5nCsT;^i=-Nh5Q(eM(RC;}FAE6taW7(0(V@6Yhrm(ri>uJRHQ3(M_#?iuu$GTK
z?&hMu-uQm`^Xs=|tIbGTo>Q21%YoI&$Qix*uhVaAzp7ujc<g*2MpNnRP7nx5#haXx
z`5}+Qbr-pL?xZv?qH^2K0IfF~p1H!+9+mrW*du;5RXh>atwg}O{-vh;pkbJif<!~=
z4h}$G<DjzG6FR7xK00JXm<Frx7ht0#9A)Upq(@1-QJ{HJvVu>{D^I1#HoGdX{@VOo
z=pj`8I*A}f(19E2Ekr3E&^w0onbO=Xzt6Ec*AORc0(<Y_P~cCHfwBJbpz`Z{Ylkee
zvsD~U-Ymp!Z|fm8gE(Uq-_Kog(jcwu6=KH{&`Dy73-z2)q@oZ2%{F%zptH%mhH>FM
z3;nU1l5aS7gHC<96d3xdOp@a?2M^f(l$D>};{u>J42xP-;D>;rCb}gW|6OQ#3Fs0~
z(#Q_zgB;*w$cj-nBTo@I9LOBmWY#lKn+4y0;v{J9JY1Q>182*O$ZR)agemNYDY*ZF
z3qf3ktraJ}3SuEOe8t7h`o+!gQ0#L1S929L>m?T|7`#BIkO%=h9i4e(l=POXFv!Te
z8bwk~j03i;U=0XQ%*FePa7hVIATV|RqT^2&V1brI!|3ZTpyN-$A&-$jd4b%kn4!ZF
zk#;)J`BC7V0EGj{CA65>_QN!S5f)flqTnDT?qLkExIsLsa4Inm&UHR%<2pYDaH7F^
z`1>Ce@teaT)d}EWZ$SLJaP55TIiJ%tdJVZu;O<mr3P$i^NCt#6&)&x_Jq@*w0e!*k
zBxnpFcVN1t_H{as#!FGV{;UJmjq}tn-A6i}CNjdk4wl&$9$$|-0VZC(Thw4B9BgG+
zjq};GI97;NY~(m3cy0(RqbYeJ?-Qxe1k)xKGTNm2*4R%MI(afw7R;%=(#Xe!^i75H
z%Fie)T1kiWiCKsAb#ci;7x_zF?Zc-hL%&Y#7d_c{?I=m6);y%GB%DRbs8?qw-Gk(E
zSD52)0m`Gq`?F(o$(i*42p9#<;EwrdbjVd92D5Mih%-tI6c?NEsw*m>i~?doY@5SN
zE;K|YCub_)&q$B`zBnW(#hFPyL%@nL0}ivXwt_!|y0nyU8cdU9;N)l0wPCorC+5ke
za{Thr-|eJDQ`$I^Vo>`Dga4U~TAu+oM6>fCDT%;!&LF!kC3w6+`VME{r3H)$1i(I+
zFvxSTg?Jmg55u^;l*uGB5~dY!FKo{X>=ho%=`xDQi5~Nmp1ib}ps81}M*E`ABA%t~
z38U0zw`Aayb0{#J*nmup0Bm+OI!o;IHHE>2NluAcEU$DzdxA!4f80+_$Tp5-tG?Zi
zhs1wF@EqmkSIdl(MU-gj^B5Wt9?^4Nr&t@kvbA&fK`16Z+-*3oSaQYY+G(F_dNa5W
zWK$c?R0yOE?&IkhM2hPh*%&$c<LD7-<(IbeMl;jzW?oF5v((Se)^m0aZ~9Gh|Fv~L
z;dEQ{-ohmyU=|bldwH%<w2B=O(eVQ~2KxQ#M<VwUW9+|1)Yb0+?OI~lvjNSLIWv@$
z6MYFq8J692F45_;pGQ_1ok{&I<=K>}cM5la2MbQ*Nj~L}z4J+Dhe#p^09)O<cH^%~
zVqzZ5%j_X&2f$UzxzG-qC8Z5(t4G^AhmoC&@9bD}oVOS?G<9c8>J%R(srm-~c@-R}
zydc1BlirSe)fPS5NFZujoX{E>gVsw4?|nARa#akb?WlJ>v(X1)E3tsnycCYNu*Qsz
zwB+W+Ia^p_I1|Jq^v<Ula!3`~{v?)ogbP0S`|&uvQ3vRVoto4=)g9r_{@CuZJWm+n
zbVEu8QO%OVY_z+|#VCgg|51MZ;WzZag@+da8x<pOGhH1<1cQ<AA^~rx$K2YVw;n}C
zhwKU+?5|F#^^Qhe+}Ky^J>Ax<&w^sRHZDa++=-b?aT)!_TAQ6Jm@8m!H0?x(h4d)F
zjj+I}qZk`yXz*`qX=!n5YoEm$93G~`K?6swoL3C^#c{1rNw!5(mq#0P%P(Y!Klq!-
zwaUlKA+MBYB&C=$vmIkO@)|OFC*En|tBRUmHPu8ttBVvk_p4L!w$j_4)0ouzL}afi
z=3a$#*+acf<F7p3@>ktZ@R|=FTR!kHif)uPN!)BSeid{)D2Ox4J`T8|s}mkKe1Ciq
zRDi`~T^4n`>_(1jL9$_uu4#h%B;_og7)){s41owIQ<j(Nz2;4i)*aRpyh7GZ<_RA>
z3nOP~ov;dOP+Q3N@eK9iwHf>LAbYCw-ASI31dQH$IUs93cb5~l4sB5Q=#DbAp1Xac
z*WwDL;#F;1b(yR}m6D3o+V$`B7}9G86QL~UnX#A)W=LM3+6D_Eip3J>LcFQ4eUM}f
zhd_VU`mcgmiOVi+p88(YpAcL1n4~+P(?rqobQ@1MPjXng3EkLUWQ-UAIBJSjfycUv
z7JSfxzLoZSJNfn<L`ZN?Ne;--(LXTzSkt_ZZ=ku$DAD?h)ry{Z-mjs+%0rasLL-X(
z4ccc^+5!0BiqD>Z>5EOOu)62{-8BwY$lMk7rtat9%8k`bo3F&-g#4$+6^%ld)C}5Q
zWGk_aPS?hwB!J1K=L-Y&$))Q^Qsc;a<{`B(GdM&U3j{#fFj)gQlTu#8;`4|+E*qJp
zPl_S!aCUN4N^IOhgUMT2K7P-TkPhIP6{BvE`icg2ySfR2fRzCH0uVp-z&VY9pzTDs
zJML9_%KWo50u~G8+km{m(;S_wxqxac1+E}5<iF^XLPv1nv0%>HH+Sl44zB=5JLNq8
ztdk4J%3E=nYOi*8m6%4C9smrMb`#`WOf)(M^B?5~_)Si_JzQf!vc7!Fsl=<;XRbED
z9^dbG8ef`UVf76kKM%j}q{_{Ud#b=?qW?p(MKbT-6+hVfcm2&XSEKT`vA^i*b94r6
zb%_3Kp>e1uwWGCTpk^SxwC7&lNNaCovS@OKwrpn?zKqLIDIAA`a-zkOt$Of*xyWSO
zz+B+Nx*nlDbB0N&{Tl&cA@lr&rDzzdswIpjD)B9N52RY0lc^^56J%-xk<fwST#^3q
zdd|o<1&Y&FLO-j7fBI7|siR_sdGAB9fV~2xkLz(B;%BSF($tT!6S8rIXcC4d)DC&V
zb<U0xLscK*MS<I^VV-Ug6Y1A90XA<&v>4#0<6yZ}usH#0eeJJ*CV=%J6qk+!N$W6y
zw1yY6v|>flb}#q-Za(r)K7UA?^k&3~8J2t5qju!*s8AYjRGGo*>u(zs(>JRkCT&|k
z+Bev_G&o;suyN3Lur2Ew{W)Y&WqDTFWF|vdZe|ou9sIh{kkj-s=j+Xow|e=~(uRi4
z930=s?cX%sy;YvklN&lMy&xs9q=cZuw|jw-!W{(i$*JC0g;IIXm20HvvI<4NSFcyg
zsy6*z{k&0$@x3nTcjH`814mlU`bG|nt*-l?lg06ei-wudwhFkHmlv&DJiUgw{OgeY
z&-G4~fdeXiS>2-a8fKIVcK;{L#3+J2Rw4k(;laq?H+g?vI{tdBJ@RB?bomm&usPcy
zRIiRiPqCu{3Ym>%uA=F^yMHlnLkxYrovSJwl$CPcU(&o=Wft^{?e)u`d3y50%{jju
zNhsHYV<%xrxpy?jmvZlznqdjxB;Q)TNu3uhHEAtxL)JHEXIH+p{%ZZhs?uwFQz3_|
z4p}vf+?4tiHgwLTy#D+JTj2}e529|2yx*Tb*w<ak(FW=T%UaB5$zAmPxO@5gkNLwQ
zckE9ESx4QnyBmDf>9*T>UsD_J+&`}aE@?CGb80Dr(j_Z%rktCu1^s(}Lh`&aT@*If
zH^4uJF1-ZuD15Izgh4%WyNQs6-!b=e4sa0fMA9&DGSK2-^;Dl7Ba4c?Q0=x2U`K35
zSVpCPUA9E<O&`S5M(PjjDsNE=qJCdkjy}^VMs}rlUH}jX*vg7&iL*7AL<o5N1DBV(
zLC&ViS=Bs^6;}@5js<-0cWLeQJj%)|GKR!2W=?%N$*x(>P&_G-q0gpo{AnCFvaiYC
z;xZNL5^lObCoE<e=RtYE3A}nN!Dbm+#NP$ZP~s7FcBWwh*4_bWTRQU6IaEaHq<*lk
z7%K54Kd7^*#|38Y+IxHv0}mZb85WH`G@_muk(eKirSOlJQ1(7Of_KG@0&B}ui~3lJ
z7it|y;OWo2c!v22su(jWv{@Q;oLz|Th^{GO+Z}Z0uM+Ysk$>6ACkxn|FI0r~6QC*f
zo@dk#(PE=T5jZ>9m6#V-Yycu|&5lU1a_LU`Bj5JR4c@YLoKe+jy>@@Deucc|b5~R6
z0XPkf1S%rtah)s9I2s5RNtAb3X~~{>8f1B4-%}0x<kjg*ehL$qYj3})0fi@QqVZgC
z<mk1?Kc-i{+`aPU@|BgdkqMR0FWAlMxSV^bSe^@DYLpZYji`was7W4C7FSi3Rymp@
z$0~BGd41u_*ScexvFyTGPA0Y>tkA~LW(0SL9_q)kFEw<q*LC=0Xj7#>_R7GfO6ujM
zal_B6`QCw}pQc6EOIK2!dLh<d>^xIA;=Q#svrzIb&aQNw9I+Sbv&`z+HO%Bo=xu<Z
zuaUi`DK`u_kG4F!Q2#f6;@BP6P!E)`w5b+X{8naPf}j4u=6HRON<;liamN+$r(Ww4
z01;x#B(kg)So(Xpx!nm4zIpjbe&YgnK(Mz>Z9&zik19i-m2BKsZhEcxd2IRw4NvjR
zi++*Q>cThvznoAqTs`|ecIaLg3JxS6z-}I6mJ*9h#O>Gs!6A(A?5ph6QYk+L$T5+Q
z&Jlh%pe?Bam#${IV@GK&!mo&SUEvs7L1vc=(Lu30?d8%AHA?KHhXg~trR0t<;*a)E
zotKP-x6BU+FaO|idF8604RMB?)n~p-jBw2aMbVg)mugImq$0Sp_uJIh5eI8SU>}?%
z9)05Odvl3$(VbV=+m!DiSjJ@kTtD}GACOz%CO0Y$$(@-z{|uWY8tV$1=NE;Cc)FRq
zYdTf@bD8JV*si?uhloOSHHp5R`dgkwTwjE;h|7yA9!%q0g#hqesI?VQ?0IgS*)DM%
z@<2^eY&Yf{r4V5QIew4PeR9DotytB5`BY35CL}8H&sN+*vl`rb{0xvR*xA(*A@J{7
z)5&ZKrkaP26bsKnn=p-o?L)2XO;kIS00STjK8E1EjeQAoP>R1!H%(3LOHdqWXjHT^
zsSfGphu}eFiHYuXN`5pAI8^v0D$@R=NRW6NI94$nyqq3Z*?dqf%1!FccCbvVBs^BR
z$cRf6uCH>YA{H9U{U0^%+4<0`$B(gaN|q64{12rlV<(Th@jj#&oQN+-Pp9zqWAE}S
zpEWH}!U_2?CNF&BlU+6$r})k9H|R|K`Y`5Uz_!UwH*<%Z1lbDYD!Lv`p60n9?spbo
z@tipPTJ}VpUYasCz8!eZ%f1eff9<VR>aAMtjjIee_8f#3TOZTsb0B!Cg?XukdtUdy
z=5ytEkk#7dUd`86k|*S^Pifrh*Kq6CkT$wGTUMb8=8Cz1)>amH!Ievmb#^VNrQNc6
z@?6HKP;G%N$me#7DosTt3us%{pLdrx&no{#;6q<mpW1f$n<**%O0}Q1PH>ay(O}*4
zZB=5s&a^lFOUX-{D0X?i6@S?0HFonN&cyW<Ic{t)85Jj-IHPX?hqUjL|Khz>uDToJ
z=bqsm`CY^<r!IT<uRdq@`TNi)@`KDEwWK(+SQ6pCD~~hMaswjgvg*6|rUATP_~yY{
z5DwmH+Q7qxIZnO5!i<08J1k>*1Kr|#*s;d^a-H?%8tcmq<~CouU%J*`Re9uSYHi<}
zs(1KkMBR$#qv_1bmc8<iw|>{f4gVSZiV4&M*3fgq6$SS!F|<~wwV3$Rr4uJYMP^-`
zX0mfA3hO7XmtW{VBYftJaFU|Q2M_0Ej|XNe$IN&Rr>_o~o-w{!Lu&ObY*UZI82>^P
z1Ji{DUPDG(Lq<XOh>N(LVhZ%94KFz+G3iKZn(D(Ip}}W|leWGqoq2S<JVfKejpN5R
zj$fw-UAcJCI9N*=d)f6b=zHNrcG~=B#lt0@XY$#B{3i4FeWEo>AGp~b9twsmq?Dze
zC5YE{`6#Nc@h6$C%2tDFpcgb!#d{tOOoXI65iVR45hUrJh@ZDJBjQT1XAjPr!~CA`
zJ-)=dNNkag_4cuqL30M>lF1hUm=!;b*dj@%fU}nq2ByO6`iOQi%Hh#ZGsoV>#~<So
zIf3P477&S41UO%y5DQTBCS=sAC_U94pm0;W%a@JM^1LIAg=L|=yYO=3t~UiF;_}jM
z(sr~`;fgJAyWEvy0fr4uB6jjnFdEv9h>3H@iUL%=b52WTASzb3LR~zaAQz1KAu0w%
zbMeS1$S6z5e7UD?gL0rspl-L9_DZ9MMbIO0For{QDx6#XYeEV<Ryu(o!=)s|L!97x
zXzczRCDeoC@-&HeJ6?Tk@|h7irqHtVbtzxZ1lX740{QL5<fOr_X>$OkX*oSjO$FuD
zbEs7S#LAB^##So==)!z~hgHN6Z|4nUj8%+-9ZmU>Mm$^!nDoT<JPchV2oN8zsK%_@
z5Wty-eg9)2!2Q2~iEeK7i!$Cc=B>vDWFH{rw5*w#_k}FP3qtDj>~=^3F}Z=%v$0DE
z4M2Y@5;1b+I1H_>1_jeSgmsPtTz~$uPTe^_4oc71{*mPtNi}*#;1zUNMGcjM9$|@+
zWHWOGJj8-yJ^({`<*T{=k^c5E4?jo4eD&l2UkWfC^+c8oeLVW%vsB15xpA%gpSm)Z
zA*C_PHrHW;ATgUuhrq;2@3LPuM{;ju<v2cjq2PoS0E2DaILLW%kwWHwi!H<v<I*^Y
zOa|cZA2A|eLwUFs1vTn&YSB?dnH`u7q&gC`pZ+)=UjSrcnNV`3PnS6u*N2FqbB@b{
z^PqrR4tc!`PwT~@T{5Q9vp=VET$OnP5#gctmYECcxr#a+zQ%!LH82cL7Li{s9Q`iA
z-P4aX(uf5h+KdpO`f^`1+a7Fj@`KrRd*$+b?Z`JulaK1>_A6g}z?azeA16-!3Kd;3
zegELqVV;=tYKnQ<iT7y5#wjBTG5wsgupS93W#+DtmsoI$w`&b!e%Si7??5@%Cb&pJ
zGSpb-#;rEE)ix^KxOg#JyyILlC0lCr;FnQImRxPTYi~7UamV^lG-^(2&m?eea5KoG
z^sNU$55;t~5sJV)D}BO%UE|2GL0`4G8fbJiu$W*7ib4e`$g`|0I;4uRnIwXyd?{{|
zZxMxl`3cG+qgSP^*QWNOQ0;A@OI33Wx!I@;Gmt<NI%i^Mi@RGK?e9nQcXo3j_Jb^N
zH2C<3*2DzvMZ0i%_W2tHmHv@$LKs_&-QJHcqTNhUY{vR5TVIbIJvzcJsM}#nyb}wE
z4L#VddSM-{tNYK7z1pc2@8j3zJQWHcH(ynJ?!ANfvkV~In-Vy-2c{wc2T5~VnW1e-
zR1Fh!=+NM_ol4K`N`0evX#59RDGy3O;uFaPfGVkz(DJYDA1Be<gMYb%lghmdGXX4M
zBw%h@?gxX3+~L(EEVIf5#wvQ5vm#})$MN8~V3_Uf5W?L%($`ml8*zKT$ccXx#_Nh3
z9+Fggbo$O6dK_v9*f@fi)!Wyueowpj*XPVm#I3Eh=5_SJ(1>*V3GgN7&&=_d1JCP+
z0(<L*Uw>%|_e%I<C@B>g9+Qd$i<ywUbpEk+cVRR>3-C|+Y781e!B|Cub^;={xe@Q8
zA&V(UF1P+acxg=J4vq2k;{)p#$ky;(`rqCcc*B$b*4AWOq9P7fPpb=97ce2F3*Ujx
ziM#v9$tZu;o(R0_Z!}PP2>glvF>_zIGJi4+Ohix^JON)&z}}y2D)`pCzqj_W4u*8z
z#N_(jlq&!1D7ct%MM^N_NYi%hjfJcG?c}6<puMZIsB(lTt=$<J`3%>tR6EJstxsO)
zcs%`-JQBP=M!IbH#!$PdqzCIVTob%zf)L=ke7EsgSXmFHHjGJY3_qEb@$0xAkjVqZ
zqD~mr@O|NjFGgaYUE%HA1LCrr#yK&rEcKy%7`5P~fr0LlOZ}U2M@KTD?CH}LpN%CF
z#&1sg$dUEo(T$<ejlRL3ii)d8ls1p5NmP{okE8RBhr<8kxI4$4d1n*3vx=;X%I3~i
zG9nalMxtSp5O-&t6-pUprS&ajX2)4k2qCi02&L@3?)T~UPmf1EJm}G*`+VM?*ZcK)
zzC^t}QmU%nhJ-$ei5)u8UNyU>l@Z_7Gj2s1>CGvoNw=-m?7QCpN>p9iLD`30)4DCY
zqWjn?3g*XnY24;V2)pW~Ar(^wl61}ZWjk0cpQE$t%NfZy`q^~9W=JsOlC7&Nn>0d?
znUy@M-6Q}Ncvb&Ky829$&qK|Vs}*9WYO%-emXvYpVu)IjP?Gd~`l)jb91$!{$T*Xq
ztvWAgpQF!dN}X>)eRi{B<ENYy{DpY5ww=69`tr^Q)|I+a-+?#At`gTHcLQz9Z<)D&
z7okK{d+A9rm;PvD<*+ttT4=i!LGTrfs1E1YlhBHV3pmH*B%0?<#b)TK!Xky_<hteM
zxV+4jjIMuWcY`I0rzBI`OeH9kYOk1xxj7m-kpzGAffPa0yXbjSGkD$QN)(^bk%#A&
z(W%7}GFJ^QV+9#x!x=Qh-7$3D#q}5Bh@{Db({`w;toFKfFT1k)Z#05EhYYezEQTmE
zPA`B0%5D&3nqmXuKOb*Y?)=3F1P9Vqhglc26#xFC2iP|%lDtu3rP~4SACL;%_0hu#
z_FlzDOI{?=C6cJ9+Ytk6b5chvPQaEftiYh*8_PH^Ykte#_QE@1{wF<&VJUWYx^f4=
zX~O(3Ml4PzhVaawr8iq*Bv5lvxD>nHPSyaJrg-7szkejRI8`Lgyn2cq6_%<Tv>3<g
zBggCY#_L<g?u*wSx*RgjkjXQ8kv!tM+yyNUr<))4yY|O(``=PJU(5RL)7z}e7sqdn
zx9qn(dTsUDww#8xM$g^Qk(Uk!&dQer%)E;iG*bYL*X~Mu_LV*NOYEewrTytO=b%3=
zV>?EJt-E8Y2j~e_5Y#3yG!ci{`s?oP=p;7sZ9WhYJ29bX_UzrsuY*=++AidfNtq(C
zO|Pw8ZxGRGElx5q6J6{dGpPX!x7x5i2prck&Oy#J%mVPexuB=_3z~FLOr))3S$~}c
zcf1jH4*wu0<bJtatoF^HlSF6G3w&2!yDRnFaKQbg(EdUanUE?3NZsoo7amrwdFbo;
zJ2HkH-BY@nFnr3=<B{o{`Lmg){fg&&wKZ0Qf(~v6ZFK)xc{h?j|M}=f{Kwa8IiJ>w
zzjgM+^4vLDP-N61zrFty8Typ7_SoIJtRZ{h0S-j(TR|C_rLHg0e6A#RPGo9dzH|N&
z32%Y3upk(F80)(U=1~M?<S@-IR>dw|@wshk5#UC!&WLccBUlF$cu|z7jDd|8&zk>?
zK9&mHyj&!|sdc<NGF!eS4^umOGDQ9Lek~r~mCXL%>k~r@{dwR?RJG>ezqqTg6B}9n
z^Rdx4*2KjzK~X34F?->sKeDX<NDC~<-!u<=`t|$W$=j2mjsDAF`zvAl#DKf>uv^QA
zdp&iPb>6n;zE&(cDZbD4{ND4#cJd}FG+*nfeK6CGbMVHSI`8){0~<bs|M&c6@e9+Q
zGxzIU-WK}RPCuxB<=EG&IXa;J{fFB3p|jun6})d}*IVgWU+v4Z9bkZopRSZX&kEC>
z`zic;`uDAQqK;u_<>H5kor0g0w}x<-E-rOO9zNE#lJ>aNY-4%3_x8kylJW`&6p-+Q
zv@;T{lrNZR3+})j?O(6IjaGBGlED_0!L_m+g^mgo%J%%V=pb{5xL>eW-PCuuq*mB|
z|1kN<^Wn3IbTNkzePAiJ_B+d4*Y@F~$G*LAyMd$D0XRcb{(|z8-2LOd-6iU8p*$;u
ztTZaWpEC>8(Zz?ax_=j7W`fk}SV=pZD=jZ`ng`dbmStR6e1d5xK6%WrVv9nz8-zLq
zXWS)3;fDQS<PJEuJ#>=DcDsd10x=c;RefebsonKsFFy_b!RP2=^iQ8E_~Co8hsY2*
z-1R65hcHt*ppN}Py1PeUJEdz%jMxttg^cnVcLQ1f?2I2Uj$gS?iXhx|30Mq#shtez
z^;Ib0$@N?~E$S=gv`6usr{_lO{6ukp;4%XCO7~B+XgCg77M_g#g922_>tSwBr{9_0
zJZMpxN6TGLcoK4icc-E2%g^H5y6E}gI`1}1N@hx)@8`YpZY&Nh|8T3}m4DGI*UDGd
zY`?uK^1N1j^J?LnT-gQ*#Z&07vO+!bB3<%=U9y65(jp3{MCBE8i~q~Kb#ow~0(dva
zkBd&^W~e^=s+nP_ZQZ41J+0IB_EAmrBel)WgZ@tPmVS|j<$Ih_f;tU_<Vq?n*?@I1
z5@TzkKb5a1^ZLKup>@e+#PZZ|#~_U!t%c5f+n3-8#h{sEs`i+_*X`TZ?FD2T2Q6KR
zxqJP_vY%}(|L>)5n;Y*L;uom&?R`(P8;Tw9zzd%=J7V|T4ek`wzj9tP`)hZ(+rr>F
znif0lqB#*;=Xw2-cuu#Ao5R&SC(TTqYS^St{ZGPQ&l|qq=4#n!@LLaCw`$9?)eg`^
z956t+B71@;#XQ$<-HSB&ssk{kMwoCZI$-ymXrKdXfin@^D#tDwg|}LQ0vN^KjeHkI
zUJ}beQxYbT2IqQ4TVnn90>THON{BujFesH5be5fH2R~Nrv|62yNV6b`_Wz>RxKIWv
zaw+8W8gK%M2+;}4)2<OfAIk|cGkkj91kDU<#tV+0(5C%FL=p9{tYpK6|ATnjbzl=d
zA2HyD;)TH_pG98F6Bb+1sgIj)QEAZ{6Cab|WE^IE>59$22oVC`<B<fQrLQ~;3GJ+}
zH_6dfG6(qdXJo*CHbNA`mhDj}gaRZA6lgRf>86Z%(AEt2;f9UobWRcto>`^nWi?~0
z&CIn+lREzb18gH-kF6tr;op29MgWD<*{zunk0ZKOx9X%B`h$m0>%U?@o^JSYDu6x%
z7|@<h6BG0Z=`@EfG1SEXMzd#r8hI74AB;5^LVMT$>4{_seeQ%NB9ifZ_!)(NRvTEe
zU=)gr67k?))-)3k<cY7l4{FYcf{+cahQtyGY?GJ1X`o1eUoCN0wVa??;B%_MIER@H
zv4U)4TQx}N*A28Lose_lX_d#6rE8T}E?rUoE;pXUPK7p~5ITr#SHiDHNYk50tc(*Y
z;O_z%Wnfyp1up#@xv6G~N;OV<WmjMaZo#@Ibs*lKw;b1=t|3fCF5L4BrSyU(&S5;3
z4Z*leOo!<-)syi|wt(EPB6u3vm<eK5(~~Va4ghPot_U>pap?oySmBdTRsVtPop-sR
zphpl8Yfs5xZo4hwFoiGP@%LR#kS4xTuZ!ZV(=WP4ZdV8wU5QMx_L9x6cx0y9ZXV*+
z9nJsloA9}tG0DuAzoymN{>WY*Y)HOUH(y&+uD0nqa3!TH+O(K?EOQ{yI&GUzAdnc*
zA$bHjLOxE6$b)zV53_Y<P=Zj==UDFPDOtx}a7}$EVsFZcJT2{3@GM(^FBPnT+I3KW
zaW06cL@IK%tp7z+y!H8yZ#qrie-S^*e}F@j5iu|_3(<o|M9d;hUrmW=Q0p1Pf3t8E
zSMjo87L=n30ehaQ=VJV~@GBLCn#^ik^=2F*<g+fPjcoAinHDw7yi^ooAbru9H#y#o
z6Gb^N(@av7`z@oeq~{QwLna=F)njmq6%}1nD72kZ?sFKME7%$mdSz$OoU3_`YN4tH
znhd<BPsd>ryPca#BV`wm+sg`bOc2?)tgN{BcxSoBk`m!t`q8}Ct<v&q{uy;mKPO1b
zK$D1P8?c7LyKG9Xu;&i^-7=I*W_X5hN`rK&Y!fGFba=yPhL4&zjEN+JuyBl?n?V#y
zJo{I112+Q}-C#&@+Z8b)cV|4L-xcY?=r2eIBp)j1!NDQo+w&MWmGT${^FYbB217Dr
z3-#qM2H{GmU>>oVEfCg*W|1H90dephkOk)CNN!08qDtZthLucYW!6RXa34q=NFib=
z@~Qo&J8v$@%|mAy1?JHJX~@8$P*KAK^S{hpj}Z*Yz<rcnjS_F#B~6|APg+HI9a%y%
z>}M6n{$PSZf1PA99bRT2_>J~Lb}n9Z=iy{vZKPe1w_QcHw>dc^w5?THXaEVpPIa!*
zbs(#=09V+Tu)_FLF3<5R4c-eKz#Kum_+|+VM-T=EZA2?VO4KfbQKg%e^TH-u>!D;h
z(Z`h^)kA4IhX<xDvDLsdEGx9CwTB&4AGcg2MNqc4%~?2m*pWsi6fu<U5=+d_=d~~%
zKkIa_f;X)@vF8c747mtPVzdGOk+IC?3E8J|yd_l6Ul=rwz`e_$@^*GMgb|twtS*x7
zHN^MKO_2cXMrUjhrubl1qm|bn$7yHr%STFd;w5bqBH$H)>xZV_o4h;9C(x)SQh7WP
zCrCwJX_7SVVgl1|rrcIDB7BGG-w;e7C}4p7Zs5dA(!ZjJa#SJSe?eZFX{AMR1xfj_
zYj6a)@q%qQQg9mVo=rhyt?6`^K@_8edeqDlbVIW>K%`%pMQ_leR&1Ld&}DbwQBH!e
zBZ$gwHLe3i$~ULd?i^moiMHfo5<o<r;)>$pvyGNZTnJVor$`O9om7#0bxw*0+V|wi
zU~0~IX6pFk)bVVVpBoF0AAfuFc=Qp+PdtNU2*h|HI(_6G!^zt6^-vt1_X%e+=d@Wv
zea#(6vH-RNYI}oyvUkDa_u<VO^n;b1Z;WeXoJhNlWA>qw_r%dx+Z*&5P}OG}5xVh5
z5h+R!pijL%EJ)UXFE1};-?`m*WwbSK=XJ*m&{8r0Y5G47u8CLo;z|okEP6#j4?`i-
zFfdj$QK&<}WhRrrQ7R8;@W-Lzf2Ni$V7Z@#;mj>~9I)ix-#Os8gV~9QD?m7n<(OP6
zBN)<ku9?68@GkVfcWlymwGDbnw>)gO{S-eg_wFqWpG(Bh<guqqRZf@csIi><8tF+x
z`3d5i1g1&nnI6S{!iHJA%k@0dwd*_;cYf0&XiLnP<@pJB&Z$P&k&jvQvhgd(twjd4
zChz+3NgW+kSQSIa)XbDt)<hk>`>??K!2=!0ZPj}#<DjR2W}0V25Z&lO>Ns<zux!*s
zY{+X@NBDefq=$Rck3TW_p*1=gaW~i}JYe}?;V5>dAo--xq&D#uJZOlEMKO6f!aoeX
z-gwVvqx)B+d9rz9#NN)QdGm;n&4aH_4ST!eBN5LU>C5xWG^W+biN^i?{i=x2?XCCA
z`FC}48|k}Xg{O^zuBKOcM+6`4J-zXDA}8mgx_U^^-9<N(28rDMt)R}ur47E>p%Wdf
zy3j`+JBguyQVW1oZn6YZ0HiQ+G`nVS&(><j&OF^OK#(6LyzamMB}?M(T4(%Lz~ya^
zz@IEH2DPs`LT~yhy;m1kL@<pvbvWN<3Vqi({$J;{Y8-|wvJPizx^&TWYRf$$%*FdQ
zH0Mp7#EeFio&`U19)gsR$D0`bf>;y~NM*Y9UxD8Ej~HRI>leEvGcJuC&<xoQ^t{Z3
zjWF>EAz!?Z)|V3p2F;q;o|oVMSY@Pz%{wl7ML2i(*~4Y&IZkU;Vx@8Xy?WLy<{x1n
zYgc(KU~>$l3|n*@BI;Gat>S!7Kok;0j-5YGt(-oUsI1eYM!4>~`6>HUrY40SMMR$`
z;)v1U{tP}l8{^u=)aJzxMk~PE*qatN$P@_3J{397*a24ncM(%+8oS7INd?FkIm%;l
zSw|eDi=E>F2fJx~;Dx!Ld_Q9ZWzsQmtzW4VpN87M{pcU>pMKRAXuH0sF!vp_h#o{n
zv(SleA%hZ8s_gfteq|9fy_{n>6E8C$#Aa<M3s4EP#m{nL3$SsSPQgR=IO*^{Xmb}B
zPo@M;><Sd}8Z+VVYdyGZ7X@W~-{?>^-Nxz2F?C0ajxi))nQ>sM<LyEdo;J|{dSQo&
zK+ZS9bU>S-0Wb#)(Ill%9)D5w!k=s2#+nY2ImJ+>shPRyMP^0B9H73D){!)E4{a4N
ze^Koa0&yxl6ht1^>;aA0ZrYs)pGVW^xD`EG_ft}F@k)8KmG;=^j;iXzUBH*>lF#mv
zmzv{ucreG$$uH@3#6X9KUMLZfZdM}Q#0{EsH3IX;4m|WZ21Z3OF8}y(bz}q*UJ_VQ
zm9Bc;L9*vr#7f}i#@$WUT9zZ~$*~rd&!bLr0%<70XM!Tn1o@u{a%J%fXQgpJeu7TF
zmTEI_)k4joPjz&-5_;t9wr8!q?e2IO?z?JV`8#y;k9ooxTHvQnmpLP;x=Dw!(xRaS
z%@<M2J+7529I5?92m1rk73nCx%izwC!}3jX^GxO7H=+>s@J&wh1+uvHOcxyjEc!j}
zu@D1`R<LPgpkuD$FtLE=N@)UFbrcOwJ(%LAm#|MVi=z?Yy`A7n+yO8>C=|@88N0`c
z@M=Bm4x|UEyVI7w8_Tv5d0N2tEPdsY+K%Z6-MVjEe`4L^*n!@s$km~l)S-g>C!zN*
z!nKn2uW@K(CoL9jK8p}kkYN@IIw^nF>BNP23I)0b;1$7Nbb1xBC<SoFJ5#w*si}Q<
z%TkhMKe0oQ-eKGbd@CiW$zD`r36@TIW8oPVaOtY94c^AY!1v-E1AnWFw)U=0q2F*u
z$|y?d(pKk3g<Xak97rl(?*6MFf84VYX=7vdT_tDwYBEtw&@jpT4rg)^=YwMQq@rf1
zu6C8qYi-Bo`%o|Dt;U#t-1Ujc@rbI*Z7<jDzk6FFzlSn|X5Rg*RLOd*a&ug`a!c0u
zWq8tX!he}3TU<YB-48AL`!tZ_$LHU>{YnPTtCH3hnwHi|mSLgKD_o#dXQJ-nu^Y$i
zdAsk#w-5b_nTyj11evmNCMo%m-Ad0ZKYdMtITOYF`f?ocJ;90I%Qyca@Rs%hHI$X@
z{ht}iWfC<(=}D4ol~QbE<XLINnT{<|f|Qfp+6q`+0Nb<6z3h4kpLoXIrndGDt6xJ{
zmqY(M=N?{@{&Q^mbPj!Sl)3-U@7l&vMx>%M{lcq4PK9P<9>#PB{wVlWgczNHNRmJa
z(BNeL;uti$JLhwHivdhmXXl!mSd_sk6RXu)1de*Gg15R$2L*lv+r}%a`^V{3Do3*a
z$_Y>p6;%%yUPPhK-EK@kC2-N3*3a%3<O=1lEbhP0iigkYw1G`H9@_$j^c|($rb(&9
zsk^Jl>3pxQgNzCexbpIWnwzcz@21KeTCSKBaj4Q6+~DLzU!J8CU^>P%yOE#8pMW6S
zr6>OY{Q#g%Z)V;V=sKXr8(O(Y%kJucup{--xf@b5y8^5x{m*V?u^#9VR&QFjjqlVR
zCO&B)Z?%kG+aDYcJ$voxUG<@Nqqgtt11}f-c>Cn#=M#bVBHvaRT3VmZbW(qKO*P{h
zmf<HaJK{jEE#OY}+n1L|2P-Eg8?}_;f$OPJ_zK_a&o$q!47QBi(<fk$@cv~b>~m9Y
zmUrv(G_LlFepS@6_z&G9p97qx>e-p0(zZFK-69t|oHu>E!+sNPKXgXUXhar_9=1Gf
zU|hU*Up8Co$A{vVHk#BW*l@{kJmh}%&3f2;@6b!n<)MVRihv%K%I>oj(s=E$|8n2H
z1&DW{qBo+a;0G2HOgmyajbh5>>S`=sZP~;nl*n963p_LTl)DVLF{SHMbI76Z&PN!?
z0l~k!a|rNv^a+&yM@X{|PkNpc|20M?J!b2q9T5INsXyF~n%s;(Vvg|ajVNgZS2*nm
zDVi3MpWK8oCMq+I_2a=P(t_O5Hxk4%rIDRQqDZkX+l#qAVh5rHL6;FV*?@qe(`KKi
z1Agxj<l7enY(0W-5NS_r9si2y+XW>?uz%qN_JhdPSFBD+D8x~qDHp<T@2AALM~U#=
zLq0ChY9ozk(N7Em@mPURVqU87nlbPMbs!5tfpMIJJzW{J))B>NY>-HVd9sK3R}aOn
zg5FAGia|-)Yk}vP;02Gvs3IV<L@^M5NC7rrg4mJTkyzh%x)LZEV5B0erZd+6-@3cw
zkV4zdi$w>63|#I!x=h!AjZ)H4@8i~;pn!5~1hAGWCkz{+kBRK=$Ey2Pb3vFrT-tp~
zK(3v9fbJL;OWfDdpJS{ba0%9=g;6)bfXWLafrAFaMp4`c{})NA$WBA6J|^8|I_89n
z4;zA668zE!Uan-CB9N#6LCy+MI_kX{LD=LC5x=Ncv{}ig`N`~Jo6l|FE5C5d?BcD9
zz+Dj%<mA3&VM7gepRzVg)oifKw9!nzq?Bt{FD-lN6YouN)-z%y#ExsVj|(<?hC<vI
z$I1c~GOya<R9`5Jo>06Z^)~Jw%i$%V<h=U(`UGtj=(Ri}wv2Q#L=wxpedTY?{m%@N
z4p>J!Ztd%9sgsBOCDG5>qQWJvYhM1`O2-F;H^C#e&+jJt$EjeYP{AtBZ=J@|Q<?9p
zOzimGkT{xpn^e=Gvrs4mb)Nl)iEMlV*c0P8r|yok&`eDFfsmk$GtAP#u|r^vuxl&-
z%}u_7m1mu`tUT`zyP-D7e1{L7a*VAzv8dXkBR9&uThi(lk3${cu9iP3YB``P*}!+G
zn&<BbeWAul)m0m4j65r{_TtfU7SNayRGG@sJZ@1U{ceCSaH*2IXT4t;vUvNDHkuUa
z{e8Q~_QS^<E8rCPyTwsh5!j`2#&rBYQJKbZTkGLew%5@Cvrc0s7sc2pt*w6I=xJ}g
z{@{52_&C|5e3>{a$5x%zDN*LY*-Kip46$%k9R?C5P66oEp1#itVPLI%5uzj6o-PF}
z)Mu~&h|qK(ro|DSTe<T5YuD`#a+!s>n?#vqs;OQjm%(Y?eb~0JKHX;xGNNbMXP~QO
zX>F+=V4`p8=_W^^j9T`Wc@z&Tg|M{s@+#x;C@85UbfE9yEv${Y7Edpe$jKl7XG(y8
z0{3YgeoRza5e<b}+G~sqt9~1LMSj`R)WrH*L-4rT*~$bLh@lKQjDe2T2sMtB2IQH-
z7bj0FiJuR3b7RD`(rBm3lnHBN1BLp9%=~sX=j^&zA<_?_O*o+}G1TVRrJSBp(_oVi
z4D2Kd97;{Z5FlJ9-(h?OKyHeB51-a<nEsq<eJTlGC;22nNDjr05d^ETj^y|}efC!(
zC8*S?kr#+dyu6*fkCRR(_F2}XrutkXZbQ|uDI2^nXJiQ1G3pg2KR^ehw*AF4$w$rk
zpvWkMz8}^LJdfsq^ykB>i!H<m048{9i<T5@hYI!zP<#(JMoJZmcSMbGl5vPRHZff;
z;}K%^*=R)s0;Yxpm9%rnj-7Md4^G=9AeO{6FN1aow<8?C^t0#rdX$*K@*O^jqkPaL
zv=b{gdlrGv*MKU5AdOU(PDS&HW=e!d-hB>b6#KIqmTW*B)|<*mdN3dDs>LKWkm{Tw
zo}t5FRi71s&Cp4)hZ<p;n29I`TVmIP_5eGa+koV2QfR9X(H`dpi(yD>yYD`5F&SG%
z^jZD%SG|fz!<?zJe<kcbCa(;G-o`fnNg;D3){Q(>k<ipExF6;g9&Uoi|5A+-7Z-%$
zLtkgKIa_eC%KUv6VT=*TI&bIx5*#S!Arbklf-5gr4qm3r>s^%q2MdQu=cb8?WCc(l
zd<BIFk{uFcH60oobREZ%2*z7}{T@7`o-iB91v<a|A`u6PxsO;JUBGk|(%b<*xHdl*
zga9Sd5i}XWJOHL~07abZjJBsVd5XaezsKmNkMG5IJkS$~7b%qbK_a1^g`sXJtq|q(
zgI9!hb%;TPCrVv*F=ldZM;1&iLK|GB1|4(=_i@i^CKw7~hIe@8-JjGji*8gsJB8k{
zls99#G(DZ{z4Bm(old}@7xGR$NQ`N)H+fNU=90}Zd~Nrums3iv<DBXE>s$`~WyYRr
zwrPdp=WSU2l?z;AghB);b7=v%#v+)mTZQm{67r0aSSy>8jFRe^R{FN*G7VD7{OYi=
zX&1eJ@^0`FD`nCDz0G{<eTht7Sa2l2oQ(=Yn`0^D;k}#ND*!=|qe)*Zx23e~z(MEP
z?mK$$8k8Rug%imRk3jw!HJbc0sR4$*x`zG1xpCV?;jgw3-9k<1MBbGUhCif^*y|6p
zo<YO&)Gi<gE}SHa4-_)G-*jdzT?@Xx$)f%4hFFO-g%JtxQN>Fxxk=sWKG*Dqv<*4i
zp8dAVuZ|UwZX#jHO_j((j5LTBH0hM6t159($P4`&TQ}j%-(zEFQ!F+pfzN+SOS4yf
zOHhLSQ2uGcP1Ye)7niOtl;-TUlomCw`5ErFySlNVHEfhZXgyPogz27*C>(lrvywsC
z@wONB?eyZ`?DFh}Dvi3GD{o5c=$w)*M`C4~+T=Sx|0)zq@plHnt#F^cmetO??BP2M
zJI;5Pk3Wfgd1w5PHDP=#tl|FlyYcMu!-l&cBC<6(IjYlm*C(7#J3zHEJ!#zcikQFc
zy?-11qIF_46uu0e@xj4se+#}X<M8!iM>oKu7{SQfI$GY?sI@;jGUD{LCp?_3;c)j*
z!wa%nm5ioub*n@$GC>3oInk?se(l3gdT-s$EiMv~`MG%5P#$>pz7L7=Xf8JP#l%|b
zUPv1`Vx^G}&Gkg|q-=-j`%^MEi)y}2{!r@s{w_=KTenPA`hb!8-^k5DBjH7J6_p(C
zJN0%>5g$J6@$yC)9{TuB36AiTuasvwJAzP8Dg4!S?yQNY50}lqiYPfNPCk8zHZwz0
zR9ly%OHmpy-KJxphKdnOMwMYp>g=ytZ*G<l1skuaTiEq-9Ertd^PTSg;tA)nbQrJ-
zs%w1fS6v+Rywth2(x7idZSs57nKSiD>ZPY;CUZ!SI-Bo{6o09;igIFT6hpbp2w9?J
zlPyZDx~7{(1x29Vktd_pYGX=2|0ea9Es@2CmuWGquTEEAXJWh}$YW2DWB)Jh+TH0U
zowS7_G4X;m)K9~lM`!+!+a0j5=NR=5()?yz3nEVOivtEbQ$a4=b7@LD5Vd1Wr%NgK
zK654;BUvtTA`-VZlQuUbN8vZ-8H|jaG&IZsMML(>(<gJq{O*(npL31OCSC6}GMwOa
z!k4mo86N60$;7gHv(-g8(%~^f_4RWXyL&%%eI6Urce$U8^fFX$4_u4DPNR490>Jhw
zd8xZYV_F<4_MDf!G%vsR%(1H|VU^E+D=kf?T8z63J!e2-3y0t}0x;eWLvt>hll`Kd
z0ydy2zAYl95cp2puVILWs^ARQ9qnfy5#okxfYUQ50M6vAH~njR)&T6w!&2@+egIAJ
zgjFwByIgCxFrovnXr7_jR~SLl4gx5T5EXD&jEa6`{;O4Z$GdrVs<tMobG5c6GP5R9
z?S)DN_;R=Fo=79MvH;wR=*QVbd>>_=x<ZWD;9<Aw-NZ0KK~I8$Y_@{Vac+Hhz!}6H
z7x_qk`uFUgaK<B~*T-Vf@ZubjN`tQR5$&GrkCT`l9ciuuJqrsLV}LNRq_V_u$&B=O
zjdn6!tl>Mn&Y{eaUAvTj*!Rmw`K@y0T+73`Z)?-ZU*6`PiO(HS#$i&(`Sa+WDLUA(
z?J_hxMmAhe+E$iW=98HJ+_!D~5vLkWqhq&3gHS6sh<%W|fdoVpZI{@@=DxoI8E)ZL
z!-l;xFTmbxdI=#g_MfJ)tp<6q=OD>*hN}SYQ!;B{XhF>CO?k(trioz!<1Kit;r4R6
z&}kW8l@+UZTTWKv2o3CnJee*uZJwc-v<ln+v>s&pN(+ejvwuL2{d@N_ti$K%D-U*c
z>TNiA!0%!+KYm(U`u1OOEYI<iGet%cMceSF$o*s6b;4U3!XGq_eFq*8Wh)NVkAiM?
zfmd(lm_88{73CA*{xgqWSQMZwE=R~>Fc@hVLLcW56=9d=WS8dc5#?>1ao4BBmVlY%
z5%H6iQ<7F!ICWZHTSBMcO?^r2tNPL@v(Q`j&F%G^LT3m@UyN;qui)4>dN`4CX6A(o
zZ?-Ca@MLd^?Zj4Yo?LwDwsb}#0;~C<U#Bpdh%@b|;#-du#J!EY%zHbJvj-K9KWKr_
zVylETu=#r-*VkqL?k&C?w7oelTe&qjz4q>2_dB)CFPSy3t(22vK0OH83$h>mzL*4Z
z@Z`R+Fb~!Dgz7vGK~EQ{p9McJ1GXT~S&nL%tYYu1H@8IKbPLBpt4l*R7GoLN$@KDc
z<C!wO79Q_iqndk74|~3}4-Jlyv6BA&SmTf*YCGA?$a*ju7_^_YAUz(P<OD6-lx(Sc
zYi)t`2HD`lEdH<9N>=&ZSCbbKi6hLZj##0;NA~Y#a|1O|Uxr-bc5^H5_bSdO97Im+
zl5Qx+{q%DM^cb)G&>z-1d~r-f4)*YB!jC2oRF?Pb3huF!Z%MspiyO%>*M;rIN=y1K
z+-i<GTt=%}vM4w@Kph^}cyN5Uv71h1mATN-2;MXy^Kg->m^<LY#(g>$i_UO@?a@DS
z@PD{Mqa+?(N{ldtoIU;0LZ6Ki@eUB~kI@MsVc|>FXS3*`2k4_aD~vY!5iZXvt5<A2
z4+KtC$WIkFxp5_clxckKj$$7<nm4N|<*jjI*#8Zi`uI16DP*y06;Iw4T~BFOH*@8y
za+6962gz$vM9SO3m*s+)9s;jZBztOKysa-g3o(%8`uVghYrNvsVg1nI^j1UsgY36k
zNuP%X<N2={lz*r<u^P%#_(x!{<iBh-|2S!$7kPbd`^Mbn^`D#bv&dNiv77!C^_LuN
z8+(U1BifQk_*O1*gzC^b^8BFQ%isEH5t?;A>~@wf)okRC|Mz71-4o9FGut-?jpBD_
zGHYCG)~IRI!I#1#ZvXZPSR=TFd3yxhAOwUGX1yj+C9z34q{<%0YoW;>Dy_ba6?@%`
z%w=qrv*x%Bgo>wc|GPFAW{E-nw&xA(R=#`e)!W}EJ})Oextu&!EFvwlD1SoZ<50b(
z=G1#L6VkqdX6Te;*F!}D<*r0;C-pnEy=AC*@CW-Gcygc)e6n}o_WqXqJs<eZ+I1Cj
zl3pr*;}E`Js0~CS6r#bQsECP6z?pHpqEu?+M=jp?V_wX-0Z=TF_O5Ed!+vTZ!^Z+3
zejwzzMn#0Llsv)>d`gS(QJO=CVY5sX!Kzk@SQe8ne1bJ?3?r0?anSX`73cG&_$v4Q
zawoQO^dPGwjp5%G=j5A^+_p|e0_Q*aV3i_D9tZz8uL)zBWb-fSwiQQdLk}=^IEq{p
zl}Vg|-qL{i+(vi^Q}r!PPfSB_%aJ>o#Cd%?6%<}QfBi{><deLyLZpyaTzFxZ9&0tY
zXw|=zL>r&zuq}xsw6p2sgD1%_RP!iOu2o0M>MOi4*oi`mRb|#e%tltdA7EP(yQe!r
z)~tVV!o?f%2ylE4&;)7HL4q5gEfDi6@=_8BZVzIiqz+b&uPkl;EV^7U2}*}x6qV25
zLPBR`wlu<${8jJtM7$E8=q~{SUE`0mDS<wi4owEm&lauwEP{fXf>Y^0e$rn<u#3^j
zPf%>kjIv~;CL>mm4y?*oaCwOo-?X%d)Qn4aEN-4PuO_yX$0?j}5^Q*SDajA#qNI#7
z%bWUo2AY*X#;Q&<ai0$EWR?*uTs1h#KW1KIa^PIumzH_kYJqvkcn)c8$JMNO33zxj
zK<$LV&6^i)hJ;>qw+*rJc3&d6Q$5_L+}!&D3{%C6g3ndjJ+`hFbb9fG-&36JY(5YL
z?AN~9Z*>ob{9Mp13oOpOI=^xK(|}Z+TT&qT$0;g;1ZF{&sq?1%zF7&}bL)3AePPL8
z30A8T&2`hdE8J`~dlI}2tD#Z~PQ$v8P})jlU)p`9mJ^3dgDf&))8+v}&zs)gDEx99
zYcz=u-u9o&F8UeYV|eR(<E<Z<2L|lF7&2F+;t(V*3ukt3N=h6lIA85VwosIhr+lI*
zE$tQ8J-<z;A~0>oI+g$IdfQym{p>Sv9Rz=-G0=(i*v0DWhA9fEkDr*nm!hFQD9JzS
zvH9R45lwG-`#7Nce65R6K{>^-jM8t{{`_gX8S@VQy5i;GcC#ObN$Tf6IXrq5R_<Q#
zCGbl3=-HN&k!<hhs(Ng<da9NperWDge^?K?clcO0P*dr{;CS5tyLNd{eVI#1MfGdU
zdwJnXgS2B-@2q@tNK|NcwGXqz4!9%1_M|{8=ZwCBis>x9DW>zng&Ay~V|<yC;h2EF
z(Og@5lf4}c-K4p4x6hcOc)=7@j}?=58P~(!eCd*0kFBsS%)XiZOEC3fWSM6?Y50xq
zG<%#CYCR0|2Xaea#Gk!6*=H%~)C=VxJJGc`T?rrPr!UWapkfvWr}C!-qGB8cxe^_M
zbulTEr1g_GDXKO3Lna9Q6C5P(&K{Bg3`Yslw<bnQ%l%eRFmxZmUH^$F6ei*-s@{c!
zoH;zKotmob>*Mg@{Ps=5Z+EGyOSA)?)nk#iH89XKE6I`pYj1gwbcd58pTA^mq-I$6
zir_a*wn!AE*{cx5lWtaq{DGWi{SO;W_=v*wSa6t|7PrNLN>Bfy_wmW^;?pm;E5pRi
zt}5uWU^pWaT$qfN@_nD;5Zrc%CloFdAs#4#%cLVd)vrL@q|bs^=0uiE%pSo(atGdO
zj(bK%aP~byW(tm@MI@yqDG!zMEFwE<@i0L@JRS>!#)zr9v$}RLk^j-UqPksW1i5r!
z%yc=Yvp=0u{AvU(s4|p#<27=JQ3ts+rHmSR?s<VPg}<$xmk|KNqO7l;dOR(7A{Q=l
zt^I)UM?ig_*r!(>DeER`2}FpF6`#3+_+4&`3WFk{14c@8#oj=`8!<jnwiOYA5wA3*
zON5BJbEU>Y!%BG0&Alp*F^zd6`maYBk+6T&?ikp(yAdt8+$9!ve`ZiHL4o|zh^>du
zoiFV?KK4R9!IMF=iJi3xxiAHv!bT?Zh@sMifD6L{HCz2KCk{Ey&%~ly{ZfXK*u%nN
z&W3=hC)i&+%`_8}LZ&V~65{OcbT%6M?GGc%VZ5qgHN@pWwogg#s;V}IilT7wO&#p9
zKM_sB&gh@6#5;25Ev>JT@2Cpln_M+d3-O}{|NHN({;?8o>WAEVrH(DJ$C~Je4}Wv#
z>vR9;lxd1x=#k`@q}-Qj;{K)E58t|QTvAoj;dZaRVT~YgOkis4B2<{gED}C_NoXwb
zf#wIZfiBepblGUiCz3x~4|XgO`kxARy2JSOZ~}YSSv!-3On7Z$|2uvJ>`NnU9yeA*
zGG)jmYTy(&b!i(Ey;PPeO7)!!B-M3LNqIH$+$-RyH6=GIwhHUC>$EB#foFB~`3k&#
zNu>ok1_zv^cTldX)q#vu_S+{WHGNN5a@fWPUk$hId`0$V(Ftgq$&`O|eCm&fij=u3
zTU5^<Kg_IC@8pS|d6y#t-kt*t`niuMf!tz$+a#*ujKkIEwiy+wayIWDme>{dmk3@`
z{dJC)>w=tqTABoEus`b972RtNm#*ph>FJ*5smE|zJ$+Pcal!BA1=ic*{h)4j^qcai
za+$i4j1ps$-pOM^SI#KQm&<GMY$>V=2h8zp@rwEW=TcF2Y)0huQ<~C1`5A_fURj}d
z&Cy|P4PtIn3z|VwGki<gj`CXZC`RT-a?WAc-t1Q-n*M8c<I~JH^aC^P;}b@mN8>$9
zwt~$yrK@4lBY4bjsFdr{7EZr)4e)6?Fw?=#tHvpNf_!eQ9d_i4QMmIf=JKBAR5O$j
zHF^QYn`b*!v2xp$$DPft@5|%C8yCJ{Z>nDI&h6?sF2f6N;>O_<AKc;K$me`;26i!Y
zU)TSOgTL~BFE0;H6dUpznj;TVF~@KIWMq_fWRn90CmsR3B1~Ldj~-#8RkJeHa#GO+
zr1Tk{eWFym^F?fp^4SJiTLhx@IWzGS&-m~4!OiqV;o)<=m={Uiw!-$_O;{gkmu1=k
zZ6Y?5Ql)y-DkAoAMh^Ds6Y?V%dG{wp7{Z4m8e9IYZ|$J=0~gMyf|?Chm-)X(OZKMQ
zK@&?}xqrtFe=p4~b|=|BT~w?(=a}D6ez-}U7~PMZKly2v3Dny)V%TQ7WhGq>4)z9}
z92@tP0Y@^oaqsun8#f~E!38Mmjo~;}=AGE&CNb>%>+<qtr^cg=gON{0ua_TiI=x>s
zbLV?{sP*~BZ$}I&Zq;Ba|3A_Z%h5;Q@Q-CFd1-GbU9C~m&kD0frT$jpFj*&=_vT)o
z{4Ow$M3G8s{aBBtmgW-v*1ad<ZWrp<_i3FFptQMyj1oWsG+?w4r~NTT_P%d28s0Y@
zWoyK^ry2P%Nh37Lqv+fyiPoiI)vcYL1?hGvQuxR*L-BT6dsEXfPGXN)3~r$F9VB8x
zl;N)hj!W>b52>Tuv-``PFJEpc$}LDMFf;YpT54NdK5K2OGBGCSy_~W5`^v)K@9Ym2
zXrHvT$_t{7w@z~{9EXb8pc#LV=2<w+1`o8Np$os}Iu_1PG6><%RGEGsOtP`z;7t#h
zo13b&c=V9GZlC$aujFHiFgcSkpR4P*xH|J)&U+n=2#zn*6}Y=brT|x_K->Vk*+rWA
zV=(3vV6X;H?`cc&n#{1eyttQYnd!{si9tgnxxIEx8tNs+$5sg^EyQcCdoSO)HG`jx
zj82H&<zQ33vA$^5wF?%{59YrAq3UEfRh?BSKWCJp<;FR3RhPE_^LdP4xrVUC8K-!s
zt6NO9$^L1ky`^vR=a47gi|rjG{xt^`i*1w1*eEKwBnA_wC%{6&f?jE!(}D+04Q0`g
zzA>CVh4(e}MIPq1Tz8=un_wRg)VYnhOZ<SmrYQH`3KsKNXa{b|A7t~!cA72AaxOX=
zr)~E%?jUjj>WrMjqx?=6w-`{l_)!mnin%+EUbRxYJE`L%sgbA&N-b`V$r7bdW!%L@
zt{P|16r7!()AfVXX~!5~&ErY0yi^#yYMHC6cP5)W<ov={+G&dR8c0o<=-tT7=x=A0
zjZVZay0_|NWRChDf!&Hv33Pz!0T(79VLHPjSC#u2J))u;9uschCj=0X(yAbz65oJ|
z$EwiqlDmF>0YML|RW<6yeOBwIe$V)=KS>BBzB8iK-HrNGB)Cje-O+*JNGx~~ix`Pz
zinLnR`(k6E;(64w+OGbkhZ>+<GV1{;d#W>bZR9=w*?9nWh#2Uhdz!Gorj0hcw%OLq
z-~MO*wlleW2A$?QAK$nABK5AasfV;7fT!^mc=JizNb%c{Cu0SlGr*=B&QqF#8?l{C
z9wa5jGaZRw<*?qZ)B$rdk=Fi|#=r-&A^9*dy@>&s&=ve(tNoy$CGekEgLd(fL=#d(
zFA6+xDMBCLESE@UKkR^iFlE*$sg#rXc>TH8mw4~W-mWTj?p5SFb`s47Ne~-K%e4_Z
zhhEM?<o18oQ82$xm=c&jcANd7MoJjOHNJG4&DBGYjOA}X9Xt0mIlJWpbcHz*-Se2o
z`|*sEtdWyUtdlfz&Z)iJt_|(1CHziXWZc$F-_U-Gd@N%(yut0L<a=Mq_(b&&hblW;
zEvw7g4h~WN;zzPMCm)}PiZx({!zZB!K3^ucpP*5QMk1y$FU208{}J!3O`39q<mW)B
zqDK(X@S~-0h$95AP33~5_ODd)dR{fV8Sd$L@3P6YYX<%^*$?J^EX~zUd@uw8DU)ki
zqy6cD<b>u^3asyHV`XctjH`6}<#J6wFK=zUs|yjR-5<QK_obuJqHEHs0O?n@)i|N8
z8cAoQ#U_ov|GxC`%1BtzXmDly*7@?aO9i2%;MKOD>FZen{s~`s-@bmN{90nhsDZKW
z&hf>-qzi+0=e(8Y!Et*<Ei!Y2F>~ZFQ|<mpO+(G@{apjb01azxYfG(5*EFtPQ}KK4
zRsGhT;Xu#xo{^>Jg>Xwf_j5V_O^+ywa?X_c&tBYSFp5jBOiFn9xI8*KN~6^7>Tutc
z)Sl<M&bGK?s-p}YcnqMF5V0Wxe<%@oFA{-B;c?Wot{5H{!5{$K+Ry(oMoP728V))Z
ztZl#V9H9OD_4Q)(`Hi#Zu1>n`)%_l*X!^gQpgQjsg&FHE+S?BAG@!om*w^@7zrn?2
zi-O7lqI8R5t4yT0V0)7>%NExM#~H4Tn9B8OIoDIFSDerAO~G&1`2HbV?yq+W)ccrg
zSdaZ`EE2=0=Z@AmWxd~aYw|Ul4nt@lgx=x4dt4B{|A*-q^A5=>;SXi-y>8<qq+%iI
z_`)@31L%e^EovwICB4vBPZgthJhUEpXwjG+fs(@<?bxp=(vFc<5++k3e6zhCh0Clr
zSGO#$MW8$&Qzf(TgO|VB8YQNhKHi3iW$ENa?o>%A{GRO8K`gq=UvmAp;I|*actmnV
z3QWNt;3&KRtPTZ%3ug!->aq15sX@C=Olm~RHBeA_>Q<s@;?v6H+-N!|ZTKp85tpw}
ze_Jo)#>toADs}g&N&;UO-l?m<UQ~GRWuZxEo%4ScX4fvMI5{ZW+P&<MecGjfm$`${
zdao$)UQzkI&eL_|OH3^v$Hm`UJ%c$Pi>S_aD^qkQN{%M@{&L58-^Q{IvgEA$!(4(^
zJ#6lK+xWk+MoaS}Z&+`?y0Lum)RK8ea{H?#QkdYe(c^;Szt9uEkB=>oM)h<`Vjpjb
zUbEl!V@pLQBo(c1%D=6h8>w}d;#pyC@G!g2X7Y?>&AGPLtE?=jzA&Vs!tYIWSl*k$
zsuI}9<s!9vvj-^;uks5dPkCnMi*+7_D=8*-JT>-D8S^XItf&kqKX<njBwo*dEP?!6
zHGBA&-0o%?$+&P^4s-HWNB_u=HRe_>#4TBYTZ>=g){({k7txgdN!5SG@0jFHp*JwF
zW8w(s`2{?;CjjHFq>CnoVONk{W{{OgE;`P#*+J0C5CapB;TVqeC(f23;u)CmuTXBl
z%>|t8W>7lNV4Y6H;6O)33t$_AM%^CXaOXugR-NHql{Lxxq9md@(*^bRpsW?73o3?!
z^I5}-uijXT{F^__pNCL2z{11@@tqDTUNC>L<B>C{+YHyL>+E4OXrOq&n5KlH#R5eg
zPm6}Ybn`HRY+#fS7{MbjFiTX3)PXVvB(11ZvDFDHk=95Z2MoF-S|ofWakH1rACUy&
z4CG~bQ0*MTbR>pV)l!v|h(aNTjiDrljW5!`ZJ;lJJ)nt0@hian(03_?CB1bDyr)=Y
zcEyize#NGBAaDHpHz0PgxpE1R5bWovG=%;c?H)ut=&vNY<cgB2iG~Zi@MEwf=u09F
zi_#4i?2$$=LO~W)Ro6iu1M_#~?St(A<(L>dfi-cLINC`weB3|d6*8B6a(&ZfhiM*d
zQ7&;L7P%8kk~>I#<pVv?b59j72tHTjrv1|GbiTfX>`*JOyaBI5EWaFl?$+U2fOd^~
zvdDP1>EEQp>n6V+-j8oTXW0!Xo>1uH0LOF{JexjiGma~-<$4P7J_xl5)Mj?oAN)6|
zW#rIDzp(@NU0%8G7O%B1#i}RHT!5j7qg3H~ExoZ_vg`*$lc$eZp5Kkl0fk%~rR6ld
zFT{4o{3m+&yR*|&ygVEV`QtpO6rOaJ^3PdS@|AoBNd3&Ly2&`;?fB_Li~!(m8TSz-
z_s*-ew`B*1O$7eD^ylms+RtFA>zESuo%#4HenmX+YKzT1x@G!wjmzJ|-&5Q6+l}LD
zM-_o9&YMf$kBuwWtoaaviwbU)mRdSq(<0Az8898cr`Fw(V|*ccSMRKg3~=mNhXQoO
z5d1*T<V-7rvU|DSEMqKs+O29vOa=yfZWoV9T!4Ds&NsaZP@}=aKR%7mO|LL^p)Xmz
z1LmLtPJR?Y411DK7^f?&dxy()*s{~W5_wkJP&=<9+Fzps{w%nF6<-LkW@Gun!P?Eq
z+ReiGg-wk0Ipz$M7dCMn1G7U&^ic?cFFrkKH?|yTS2BQ+Z{M+C_!+Zxrt4WLs)Ody
z`SR1+@s79B@@>ky`B@q>JHLMXn5$J62n|hVh6fZ#EY8e4ee}qlL99uW7>(r~6WcQO
zd6Z+w1?MAek|4yotPeqa7V#QqXRztg@_#`rfqIq3hie(Uf)_dKixJwJR(;#B0s}@M
zCTGNJFY8k?r^JXTESbOy!y)j&o%-t|_SajDaivu<%;4`V0rB{}c0&3X<9{&8opUWz
z3B?o4B5Y}B;irnxFFNEHY*S)=Q}Yoo5Yc|R0Cqybp>|OK_?eDJkfI3yor>sVqw$Ly
z2!Mu--gXq7kci7W|G+sTO5JA;pAnCU3O^w)ubC!|*tp?>fw_u-t{^hb!i&uk?2t<$
zGl_7p*QBJbB1_#C0sX~m5jGD8YqCmrVCpepq!U>+=F#j3Sda^IJ;vh59Rs^qZjTDZ
zYorgPecpxhlOQnYe%3uALpbJ$s^9saE`?!Q3<DL_=i;RP$UuJKJvD9hIClr$KqKK+
zB2x&_%mqySu&YENIoi&9^X@knP2QOqLt0o$cvOtj$Wv%U%(<a)<>of6DB7%WmB=%n
z$)3UqpV34*X9-=Y=~xe5_gTp!<xAzM*~eYFbYQR-QLr0C4=I?qNbzyO+iWOtG@~Eh
z)EQNrhAfeSL9hJ2Tn)U*5Isx=iBV05uuoENT89klL4mko61YMJj;XDem%d437)xOL
zpRq;LQH)QOP~_9du6a^EXLDw(h7Q7CfxgpZxzVVjJd(H0Oi$gMPvQp`V5h*HV3{VQ
z5Y3eG$=Jw;8TRMABswtzu659KtP85^v~gpFaTOU*ZuBYN@$#RHS<?qB2)rC@3Y8*5
zZ}MPu5j_RG`1wjxP&#hHsS~7!#D&6RVdsrH{(zJdY)I)>#N|BwS2`MWo}J1AMllpj
zr#DllR$Ba(syIJj!3RsTCOO9|u%5NC_I>lF<PEp9X6+eqW(3R{;3!TMtMeQFOEa`f
z4dGW`gfwt-3v)lrGc@I~%6dp;ek~za@Hn3{4`ci+%=k;xT^K{0dzQO6BvzU-c93)M
zeB${-QW>k}dhX5JnTy1}-j%%<VNR8lzNPmcf+j@A=vzBfBockdGR&x^TYs=$o=z8A
zXq(J!VBlI!|7N5ks)O@s*`-3lkTlyB?lkCu2vN4F3jaD37U1leX(~okm&==I@Iha8
zef-<UjJLrdZy<5kp!J4GDQ7*BoqwrYQG}GmfFZpUV`FsW(a>-j9}j2jA_V@8HiNT5
zuLwe!NN(|+o#TC$c96n=yEAW9koyHOhM*4=YGr{cDq1%-^tf})<CguO1v~Jyy)Yu`
z@DO)mXg|bK<rAO3tB(&GrnMFJBnYuaqQ$N<c8RHzr<H?F;DouMzIo4DUWqEcarRji
z<ZUhE^u$o+F~4kbgz_kL-b)Y9wrUJ(U?gT3`UH(8xtUfON(ClUcY*J=<G`7&6&zRe
z_dV5&A>1x<$Z7h^#Q5G#cty(=*hMfHTkJ1=w-@$4H{?|G{-fO>Njmt$hc)&)7T{C(
zr%|VNdy2aH+RDvYb9Z&OT<7%R#<bdo#K!NR=I<R3|H%X!h}KWZ5wY4~QEaVFlRQii
z^=Wgb#@$~(%a<Q4-*2c1Vud|_Z-2#V{AsRLIz~2;{R@KC7)D3YlHYpxnYsn}xp;a7
z-SITBzZe){w7;>iP<AuOsNiGO^U&(j)qwe>FXP$YHP}hu^B}_ao2QIuF&+#0F_%QA
zvF?wz(+FZ|+q{%^;@PO*c9lNQuLkE`4MTKKSqe)d+74y@csxk}_#z^T=TY^jnAk`Z
z1%#c3|Df&uE;*7TZCqQ}mkLhF#(1S~@bLu-%vLdm1Bsxs(<^4p&wg#~>gn>5l7@<k
z*U$ZEW`8}dwdlL92i&SFtGnS$@VOUo`;K3TuoqI*LT2##F9_<mDP)D_lWlceI?d-@
zwTAi!b!^GN$V(`b@9Uu1peyF#kgj{Eby)oq_D}u8yh#IRY6oEm$c7o~Vn>E90}#cl
zo3VeOae_FE%US`~BT@pdYC}}NsyO<5YLFOTXY8BdXDi0mKOY`W?b2dDVJt;OofV4l
zW@h1>oZ25ghz{B4YiB6`q5jE&DUs14UBx3$ua!$>j$}l_8CGx*R?Z=t2j|Xl+jk7b
zxiOmDE|jvd0o|xZ7cRi7IS2#Fd&(ls?OkK-U0r*%nS+&!|C-wvV7lgbux|QjDA|kz
zoF^{Qzt2A?pP*S@;%Z})rFf%c5WUBqkwFxql4%tw*{%azWEZFyRw#4}_q>aZ^Pd}v
z2JZptM2qQ(3H*Y4!tNNfd18+FQ9`8r>~D{|RxZm+l9y1-uxS7wF~sk*FhOg7{a*e(
zy*xb)p9f?P?zk!~8r=TwEqfK&TefUpgnh!RgT_gVwVB|L8R@tlP?YXd64L?<sarnb
zC6&x{oPWnL=n)@3w=Dmx^DX((s#IcF3NFaZY|E^Nv!~}lPY(^CF4Q$b$9z`(f>wQl
z0HtSkF8Uxr(3@UuPhzPSVnbk<m?fi_J6y;-4<)SD+%hkF8r)%eTrhZX{f?G>r0dCV
z@!u0}PNM^|(18gNLp_I{_qI+Ztr;av?;GsiW&4(g`FQzactO?yE_#1;eWcW%hWdPZ
zSlb6eQnkY2ForB7u&#yKfypPfMG^}_0sOCxjq7?l)D9RBqz?G_pY7TjbVe^>p;=Ch
zH7hgunA&|%P4uMYNxJ~k8K}1}I2_>JT~!xA{i6*KEuX}-DS--L9ng(x$5wCc@-jET
zu5#L*QqBRT=S6WvvFsAH>&yEB=7i;UI4ndSq13Jlt|QY?2rc@G<5|Ol$oO3y>624*
z5S=?hD)O#G2nIi20EXG`olJnnzsya?{-cOpzIh%b^1+agr&f6}?d<LC@9mw2i8uX^
zqw|iY`v2oN*X3R#_u3NfHB)3(wtI~b5=r(}LbeccU3-sYl@-yDm1OUcU1o~7_U0Pt
zUaot8pYQLSjz2n%<6fW7eShAs_w)I9$RqpZku$TX$qA{+^9R+hy*lpLq09=c<e!sN
zpjhY;EcHUBXm6Rb$U5i41xfKwm68=z<&Qs9xp}?cds3+h?*lkKr%jJyPVXNMm?ock
zJDndW6-Ph76&xFtDE3|P4`P>0AIu846_Wk2*-lQW@q=~4JBw#gc*Y0>GXV0O`Hiw_
zKC^5lJ3iYbjt}}Jr@Wokkecj4sTAg8u9~Uw<g08Ue!K6_KYnamS!tYUDwd!pdUU8G
z=SMd#7cwCmJTBWbA=@-Arwk0H7t=GXe%Kf>)yI-Q>)FF-IHrv3EKKiO+%j{u2szlD
zZi#66VgPq1rjNzxru;ie_HVq1!)?SD$CQcy5`-7M%<qhp5<%DoLueHGMp4p`K<v<e
z3nUKFQ!uyM=RM9gR`vZgYU7T;`>)~&-&=}*m#-rvnM2xlr0uOAw0%AoAz*9a*@Hg{
z#qZkXP!dVNRW0@vfFAY~6EQrX&SYfN*s5Iz|8chb8^O><$<Pmb2D2n(B7_+gr)<;y
z596U}Al>Lo33FYmT1McANb4d+N{8e^@Db$v@Gpcl(j1(n9rO?AAfn(U`{nYMGB&?^
zol@I}!V#kh+$`!`6gan{>tOK@X2Bd_UzW4=FT3;r!Az0ZHaI8hcvE>-u?l%&{g~}?
zUR``jzIO(=fwY5CSz<L~E^EsoRfCgs6snV1plk%{g-OB;xeA9cu(kk_ka4;7&Y$Bf
z;BVz42>))F|E7It>pdH*m}nj;;k2gpVWvznE|)Jc>)u-%ph!KWKyjQ`8jZu~8b5RX
zaL)MUP3g9bsnzYe*^3uupWO*ed@Zkk$xQ!}zsO(x-ny;gSJ7QtjS+eeJ&FDSo95b!
zM!{hiH$$&rNddSbZ6s~4kjO)C?Rz)BK2~b}d3w6foE)x*0#lG?YI*-v{53Ai)qaz!
z)k$bPW0+Dkzd16D7#`jqSPv{S4KW!!_aTxuCdqg(U~maIjrrOHxv6yaK)FN3zjN2&
zL#gJ(WTod5o5zpytK199)!iH-mkhfNp0>6$QNLOPt=kv7y|tOV^I$Tm^W@DJw}uAC
zYJ31j-PJD4$HmaW{eh&$6Pcp3fKUwwe}kJiZww~4-t6sb_x=m<?Iroy6`8M-X**$A
zKl6eJ(G|IDvQkj2bR=U`&-5_MXO@Q^d;P*JL<lt&Nx(8fquMG8yYC3}gFw(IU3DO}
z@D4c#jB#0@B_AT2ch^@oJl)|m0t(FPCWb(!Au=+9O9=RY2PEgfr{{5v)91irAOEJ+
zjUBHvw!T+BL}jG|B6SK-4*)qtp%t3xWGE2KV59d@w6Hv_z)9CwZ*1ag)Qob-FBVb<
z0piF%=h48c0z8W+KR$|(q;;@oywmepI<FHY-FcRMdr500vZUwx7)z7LVCouGLPxXV
zMtso<(88q&L3jVMU`Io_mVhRL&(R}*+ttt<0v^x=3vh!L_c)gKF7$5owjjYe(7P*+
z-t_ERc|R+H`l*1TR0u_zNa*$JJn8%<m7+BYlSMGJqy?X)wS+nf+yyrWWvC!i+=3Q~
ziV<&}=2T}UGY&3E^mY$H)?jhpfn_WxCXI)ii4oY&!)aL}@IGQH%EE$>PoN*sP#|I<
z2^Ty8N)E$U7mvd0<NO-*wA6r=tYEkMPDCC8|5DSLKioVA>h*>O$R$(r4uc}Hk~lcJ
z<N3%i8Eyoh8IS%gO@3_WIpXS4hB%u8wLn}FQf!p`g4j)q>m=CRS2DMW%nBd-70+F%
zL54*vi7(xXe^29U2&5C-($u4Dk5_m#NjcInDb70-<bN_{INiAq0UL8>yy3?XV_qg*
z;>ynRVp07L3-{(lLLs9@+F9+P&S!>iaBRAT#CI{{vh2}!FC~RDKQ8NMJ0@lqCuDUq
z)^$c(Qb7543xIv>p2d*lMSVk8edYnT*`8akqi$^n)m<6(roPtDBj@d?zT=l00AC|H
z)-T)v2Dq~NbJDV*(lQaqpzaNEQsRT)MP>4#tYVWl$MwUZ!t>{a#WyVJi@I)kFUb#I
zKmCKhWZU|Ii<9{stt8!e=$=sfBek2h<}Yt+qWvogoaPcY>FxvMVLa?df;}1D?tHBa
zcGJhL|EA|yR+)4JP@Y4=Z_4r=N_~1*{-CB@8dIGx_8UpmV7T_HPxAM-kGzhVDK!%*
zGEU6KntSxi0*!w3nc}zdW3QRq?aLay-dq^KPjcN~X>MJ<`}%C(|56a|fp=)|yLwDx
z-P5mM1B#17tG~QgM%8ELq9)5k7jCQ9$$VhAGQb_0yxt)}0=dX3y}Nh>^Urd+t$B~3
z9q^B=Bl_3hfJvH9nDla^eLgQKL?HB*Wr~!^H^BhsvPMv`k@eFpZMtzu-ObG+KJTz{
zR?}oZKIK1Sjgo3Cmn(fgiHUN;O6f!5sKV&Vfw}RbSlc={+8Gk#OdI12iCzK6uEhW?
zQ3NaX^<ty}u(j8KI&#Qx>)0Ekkw%AQenJWHKqnmLvi36D$g324bTQe&Vnk7~f|fSF
zw^wy_HS$Ja9}iENmE}u5>4**6omkY-kHP-_t(loq!ps`D1|ImXEaytkaV4m2PHYgZ
zXZ~#8&|p6LVNVB=)bRlxzIuP*V)=XSHK>-SnkLeSm#Z&+;<1nK*}Kyq8vRaSAAj#c
zehs~Sxn7)3>x*nDaR7)ntKR>f5AiK}P}ChCc#w%j_q^<5xJu24)s5pe5`U{9#9@!R
zr+t&7?6&O1)}dH!L7q!pRJV5`;G{!=U%<0G0O1C}hui@GFawN*v&W{h@xNeW$x0Md
zc%e`%ltT+{L`%!)K!>An>*1aoNvRtmGwRUmw6&S``!TU=T4}XWV%6}MiP&qGWx&M%
z@Hwpm7S|R+pCXx)fRirK<oO^eY&6(|G9oah1aKEfA3>UOmIhy&UxdNagJ`abn>@@~
zqTABle0pW`FJS-Gb;U=Z$r_@Al3)$*p6K0a?HMhj!s8fr$qraC@R907N&dK7=(_Bs
zb5|XAw~RpnyhfE#gok1QL`Fm>4HyNtPQO=Zu*h<q)|1*k{0-<On>r`lVi*Ka%s*rv
z41^cKIb)Oyhl|oytf+l#)y6yv93<sC`IjH$9l*d$kr?m#8W+W2=Dm{?+XhX#K7fN3
zRS^06?@3Cueoi||P<mWL10XZ&(lCHh1o4+r6Gq<wRF{<^<ne#dbni#Hi$44kL5T+f
zq00aZpiK;39}d`&;ZdD!Ttce$gXwg3(3+2iQ8YL>s~AgP2K;uHmXwT%)WkyGEb<2*
zOPF6kpZ%=1wU|9!j^YoP?k9cDsAD!7BD($BE-2zII_(9Hh<*&giKCgJOSdZ*J(fSD
zVFYscrPm>+AwL&J1qRn6axQZlzV;98>t+G24czjMq~VI#N7mfbDDN$M#>oZEh-iBk
zj;#!62=5ZYJE=yB@sQdttht(3phCzvZdckT44y?<EwLdS3{V8rSOTjXhAIHPfjlM-
zTLYty2ZEl|^&35?sBgffqHtow&1%EVYRb(@w20Q`1pXyLdpwGfj)NtR;>GIf{T~&8
zafViCa*gxBjn4#2Ni<9RfP#~JDN;bPRpbJ@7M<q{SB5nKkyb^;3*lN$zIslqWG0hK
zAFQ+)m7JX&UTV2G_}IA;@%ffU@LHSJAt9$gmzV#zviYk#TjuAVV}dAbbNu|OMB=Z+
zb`<9Cf^8f5Te&=C`LEdzlx+(+)#W=T?3nNk0$X&&AK>tOxTujkGe{)!^2O9j^J!IJ
z_zlO>-bm=xLGwIXXU?p>FI!*?5}3(1-YFir5t*A{LmX!2`n?gKTC|bG@((E<he3bo
zVIGQ^32kj7yFL9&Yfm#WUJ@M*sjb!VC3emb{&c>X+T*uAT*InPP6>7RH<bl6RoWUN
zwIYiP$_CdSnYwQ~hBTMe`hBQn)4m;-xOBlI@Sh$A<@nYfQlotHtNhKcD5cNJ*ONY;
z+K?2WzqwyGD38M9HZO*zcUw%c3?4Hk5>jAX*WXzu>Q_U9z+xKB5rs>Nx^(7BPj>S>
z_FHJ7HL*rXAzJFvGDor9sra}KE2PNH{jj<k;-lwBH<l5$9#2~4=R#|r|8su~nYb3D
z*79pEsI~3Xm*Zvc;lyg`H+}uoFZ!uZf4_4_BX8Q#WGKv`P)(GPfrEFkFf~=BbMjcp
ze$h9ByZo4cJDdN$7o6h{S5vDlf)28*k>mg}HHl`EM6>FcS4cVUCIX~`^RvWv3y1~f
zGrP&w*uYuySG&p{;`gwFik6CrZ+%Cx_YJc|#Mkp~-F_>4RX@vlNOI^`<!76ehuPx(
z--lcM7M=&rpM9Grk5Z$JI(I7zatrFGZOvnmR3IcYoDk-+zdHi)n^11G@%uZ~N~`#n
z$JEup`N88fI=~g#x%ECS>1|Kf@t45}QcS|(Nmkh+_5J2Y0cKe#2JZh@us-gTUYP?J
zYG=Q7W<HqVzg?HO_&>9({cBP_&+FgDqS-@rEF0UODA-s$k5hHE4oO-}SWFKi`a2vn
z=MpnEbCpfx>MvgrrHL1=cX_lYoo^pUNE#UE9;-Qj^JZ7=ZFnc$+ox@ft{*D{zUavt
z85{oRVmLgqOn;uGFK;t~^ks>DVB}r$<x6exXEUoQI~%$C3)0iR&tHkfwQ)pQC*9o{
z9hQ}f%WPK2p@lo{F7kXK!=HRFCXWv9RE!-|ki)9w8Aq<Mnd_E*<r)G*jqlGfb8vR<
zGgjIqoocc^R2utw`)Z!H9^m^;UT4}drt<0$je|zLf<rUQtTXQwyuEVgK1XC|+@1d9
zgpo%U#@;PSM+b=~$Jz^dMy0awY3h@c_aoR)@4BYq7CqmXPdT5e6y&JGyjy~MsaZ{S
z@^^PLnVCHe4f*v-v+r&0E-fu@ZAHGhx4FEtv%0adh{IJHHT;@ogE}~EYnh_lA>!__
z<qs0X%|!l#sW3$q#f9((O5FpN59-`&NVK{xCp-^RUGufBCLLg)=8s(XV)5->2aG`(
zq7MdzMu0qFX(AMRZR89%hi>Zj3-%Czl?I%@ZXxL<q9)fk;kuo0=k+c7^|i-$kx}E+
z0dTcFJz+<1P$T4(&3|INejr=}4P-r(YEV&)$kk9$iBO%3{PQQm`rzf=iyH=`Ftrl~
zDXWmXp^*_lv;k8Mq{bx@`cX6gUtI{0gpQ&EX$;ytCi%j9j?yk>gT(UM$nx>dsot@X
zseudl$mSPA-6OpdBU9g|Mt)9>EcB}W_;bWF{w);5M$(*A|9LN>sx&HU$uohSzc_($
z;&JhWFI(-G&0E)KGigkd87uOw&btFIyR_NahSj?femRq#PvE(h5XbFR*T`*O@vm8+
zJ#$>$J6uL^aXD1gaHwSgxknwUijIqiF)r_O^)0Yaq)#7tMp>a-dbwlJ9p#JXvH%DJ
z^@+*}h%z{>A#i=whS$5KUMIGDTs!}I`;_AiheUmZSae<VcXz+SB*4T4rl!}&;c3Dl
zEoaX-UX}Loz~hKg@T>t&eSMsVYrlkOT;hy5>2o6$br{m85F#6j{0?c+5~DkQM)PX*
z^qEsuo?wnzH_5?cZJ8%Yf(m8SLd(Kzu%G=+B>y7O^V!ZhYnQqhVr6+r_z1(jPU=pK
zb|9csa)Hk6;{BiJ@hKrryMeK@hIE!*|7;)>@5x`jKgK|m*vzt~T(>{o7Oo-cVRwRq
z)$bLHDqX#qM~MB=ffN&#R#1=@zAk-T0x3KvB{p|ix=S4Q>K*2NtX*}i9WrJf`=;%U
zai?*7di)jo4~kbBdlgGLXiZH^|JG%WTxgo^+d9cQ-8;$Zto(Y=R++mPcD{3*<+?lH
zIe%m$%;2GBYehq$+b?Tv3)39>JFvE$QL$T_uR0{erpzdQIS+#-^mY!+T3y}`0P<H}
zC_4+x6QrulCzM<zO1`pPx>AnZNeFe=95|la#Lw*RwY5$Mm^@$p{57}|;2gg9muR;a
zQ+_8UR4cAZ)0A5<R#5PZd0ApkXthJ5qPpb$m+~*gm)d@1nzsJl;@36%Q!4WGWtQD{
z@%Q@QKN(E3_w{wZHr!oDM9N(w2X<@%ceZ<JU1mldhXDMhFvF?<87lyB7V_?;i-Eal
zsh*FJA|+OJG=Q6-u&Gr)ue)CU{XK&Ms?TmxURKkgt2eCYA7xtm@}n1LK!yrOFMOC?
zjKF?eWH~m>vi>Lv>Arba#dCn}0n9*yk9d!O&7vT>QP525kI=#^Z|+5B3tV_Ks&31&
z=20UlF_j|a5%<^eLqXWr!_oG*BfB)|n6?pAuzegmwVXHZCi8+4I}{uv7}`rw$A`k5
zq{5|sFTKxtreMx%nU~8la8Zy`ffW9C1x2kU<#i-53qCrP%j<T`T@tvwj35tssjD1b
zYlA9|cXZHgo}G%40nEdCS`46F1x$%9DO*QUrOTw@H|`>+-@kl3Ww1di6FZn3Om*qe
z%7SPZXQ|)LFT~ETJIi>Q7|LU^`e2K627ryw0#tm!wAJ2;wu@m_^rA<G2tj>~Qe<0W
zQYAJy#LUy0p}qg&>q>gf&TDt3D>rXF@a#3)cjY;$eRaZUd7@_(F!Wk}=#|043+|;C
zV#b?RmtOS(BN5QGL6_xUrQH@d1jAWvBHf{0ECUO3DPPs6f)8Hf^<S%={@pu<@iQe0
z`r(~@=_u_~O$DQpd7~0@g%%C+wcdgMCE^!Hhr4!jqf0iUyFWxn4iK%D<*LEWH?D`d
zhxf-u&cA7`B=3&4jhuLzSpDR2fXQFDwktm3fkb5SR7&0aA~AX6`_#>m$?K!{<qhTT
zn99F!D=NEPxz$I{+8-O^<MBuA31aXgoqpZ<Esj>&hks~G`5L1uES^E9qA#iy>~r+=
zJQ84&mX_{>d=09WHKJ2eBwT%>x?AzbqpIn*%~R}76)5OG`>iesD5Ji7u~YHVI^cnx
zvU`8;Xy4T6bn?KTQRc&Nd+JV}&?M>k9mY5Ka0hlx02CFmB+V-jAJM=aWrS0F_r6x^
zzoAJ0Jc~pViI5;dxBycZy<2$6ixn!x60D5+Xyt}Aryz8V+geLKhXr~C8VR%(q{)k~
z%FV<QTY*FEJdAw}*CTSLYRABZrYH=OVM*e@<9w#vXSa~Stpg&}fM?8Gb4!LDbQ^G`
z@ChFZ^jlmMHiAob?o_~8uuwmm(Zxrcwm>(vAicmA4^KHcaDYZh=^!1Slki;1^WUVf
z0ND^E0OswIm%a@!$)l**!G2Ky!b3(G8V-LOjuHm(D-Z!K%GEwp+O8&*5Q3zx<{giZ
ztd0SZ(s0YKJJg|jcAX@|3Q5y);|3mf@n_cv6r6-ii>3y$5d3;nHdNgm_oVgWpV`mQ
z2qB;exEakSjzFV?@FqtQ)jt5iKI`aOb(HAoCDCjoV%Yy{XcYLq&QII?pwMFs>Ef3V
zR+XmkP&yVNo@Dfw?q|RY{rq*}A|-A9Rc^dabG~AuYIXIHI6oaF%}goNOzpK*O`1vL
z%Tk-$KP$`Jeokg?$8(g;_?kFxYMXC9@;(riK!zUPDNuCxv?w2BDskFM0M4>@-hWB{
zU1Oe;MMJYbo3lgemvef1>-lp>qBExG+L@6rRzXt@SNgKK^Bsu>Ay9bh#Ai(vS%_Qu
zng@sf!}pqyzqN@!->a8+@XCDNUM_6AGUI#PNqy*sS(!z>e$Avs-g5D?MI#?-O10;A
zAW|ReLr{NnQ*0xQUK8jK4^#*k;1D~euLA&OIM{JQy>9jGFW>1WiXZNz+!i0b9sF>-
zMSncWYP=z2N!NSY;NGg6`nLKqKJv}#&%|bw$HMvf=rX45`ROWt{_bqO?Irnw;my0+
zeSu9)W;w*}oUfnTzciFnsZJPYYH~<bNUCy>H1AyfR(=maFfSp%rr{CQQHZMpB%rPd
zra;WmRM>DvFb<L)+5j9R%mPd_)@V;SiE0Cszi+RK^}SpTF;si};}8GTy7T=y+-%1{
zte~)LiHWW7)%`IleujP$HC~gQgusp8#RGrwG#9O5O^G1-Tng|Q?M)D%?;~%F*+tii
zOr6~`zOnWv%~gzJSvE&XD<D8_@D(l5qxTly>O)o2rq0tQ8I{)dF{O~&=hQ4y&!1}>
z!8IdA!{JUPv&+lPTIvS;!v=`akpyT@7awpOH~R5R$Q#T3duLAuRQ&kKD^57{S|ggB
zGjMSL*2RK{is|^$+mop_EdbB01%NimE8djIPw*8Mf5`eBFv(4)zHahmThz8`%-s;t
zei4^$?{LwQTV43FsYX&X5)S$R7hbXMUjLP(`trl%L$`a1g0*bkn@Qp+$=BA{6Yw_n
zlp#1&8U~O^G>~F^ks^*pl6{CJ0GJTRt`&B_M{!J+_7f0&;KDJCq5u!0CTp$@oL1cj
zkg~m`!4`qVIURe|q5OxSL#(iDGApTw<?2x0e?D9zxOGx=znh`XYJSZHR%oYB+)#Ba
zQ<So_5cDFY1IO?o^!ugve`*g^P4OSxk|MJ%sRQX3BFa9(U~5Tl5BwqyOhrPcg@-e|
zUA|Y~qe|oYpuel=@VUF8t$P4}^@VWWqU+^1TxUY()^VI->z2-z_F^1?Eun&c(yy;m
z8|4bYnFIn3zkWkOT@d!)0eMa&reST90}zYZS)=V8;S7FnJ~%jBWMTP*MiwiA)JdAu
zr?Vhz++8i-rf{?oobGO?y#mDV@gj+CG27fD4h|K)uFDi=Z>2R6XUG$dNHY}d63%-D
z?}s@2^jXt0REKj3>{zwM(yB4cM3Srp@+9LTfN6-PXjHmUS2PlsGOy4d-q{fSXbkTL
zL}K17AnN*nQ|nNM1hT@NvGal?Od1aImWUqLKQg|mi6p#Y3+gcBiIS%}XQjF-r<oX{
zo8-Jd&AJu74O&MG<7qU79tY%lGqmO;Qfc|ztfjf6Q7!;3r&m6aaPy6c24sm#|0z>8
z8WLHcW0W^Z2e5~Lo8zSh7}ZaVHD`na#pZ`&2Y|^E9Fc_l!VA3aN<$+V1`rbbLGrd~
z_NU6b4`{-0Zui}J94>ScVz&XPHy&*Z|D~ly1qc$;VD>@d-c*`QSSl8EcCDN6D=MV@
ztCG9rKbTE_rpVU~|Jji}hI!mE;Jdc5UsZux_;q%$adP+H9_5rU(5@D8;I+_BTBx$6
zoB?A3^71SO^LGoA!Pql_LWP16k%f2n!c>&PLcAG!PqTS}ySm4W06{a$$szygPQ0b@
zFD}fRFU<Sh?d^6-wXCico{esN_6I;xJ}01Bu+&|h74jix_SfuR;1l4`iQ1{DZ`F=e
z$>H$#i|KsMsHXvyX%x+&Cu|3>3BaEB>XFQo$H*HuSZK$7H~BC3=~=xlItf@Fd99^>
zd{Qihl6}jpt%JMlt)disUDj72B0TB9YMHIR1C=D?qNjyiv$v=|{<C!WTs4;iYRTyX
zo!lGX15LxNzRTCQFU&u`)yO@}ytFa;Z8@XRvoN&j`60lB14@`Nly2pg=0HaFo=atj
zf1N5Fc<ij&TyV%XZkIftDoDXQb{~g6-@O97fK#~!G*!aPLdbLIS;{P8|IaxS7}P}h
zvwrsP_Pck52o(YezxX{Bfq8a%%%y>}Wd$9q?V{SB|EnrO7X3p=lei9}gZ@<^7AUi^
z^^}uC;(qE~6#rhkxs_rr&%%aV;fIPX$zk_!My)5#0m5Wuh`V5AX|MLW@MX@2Z{4xz
z`({rAzuZkt{v-ol;)eF@O*_48Jqajyv%W7XXb6w_?3>yN3(U?QBczx^ZzB;&FedkE
zZHT7EJWm?6-N9gFv<TQ?E<g8{jxhUZI4}BgtskHV4P58ib5Ky$X9pVypg$%t?IV>x
z)w^&I9?vEdv(`SGo{nvOR5w?JXBkb}np1JbWszF4T2z)0dV0!(;!Wap&(TOXx7bTO
z->kyXbJiPs78kj#FJ1ieDrZiJ!SR6EzF_LcXOUm?&uRkkZZ7*FU#M^4yn8#7u7sR1
z<<yjNe47ulIe&cT55SwZ`HL>CL?Dc<e`8ZMNo<lI2!0o`<&bcn1AMF&fp!?d;Izc3
zNP!pLe*xvZKN1!C{%uzdSS7umIn@xBY;b|;&f!6-&p!q~Y9fwjWn%}nO{J`Se|3&N
ztl^_GDN;*K!FY{!fCUdg{uC(T>>(dh#jW|&)fxy5&1WIOw5Nn90wLz~G@3}TK02WP
zd(0FN2=n(jpkZ9xh`MeSXl2Fae#t*Hh7Y@JDjq9twhKI^Fm@piJ1v=7>pwR-_Oi+}
z3>=w?0~KiTOX6je>tyQ3K;E|pWi9YL`oA!-Jy@L#OBucb3XLwwzroA#653UyKrc$`
z4aG(PR`Onlpay~vWA_A~54W&eGi`8#Y$G_>yC!?D5^L>QiLI0rE|u;0^=n~ljBB$a
zfZ;AsI><qVV;bB>x}{z|Hh(kjMnmoD{Z$|Y!phi=tcQdoba>xS`*F^>a0Lf>SKdEV
zO<kpN!pD44Y3NJt92oiYivt7&)Ch~k$G*l9PY<G7QF~=7EkdpMA28LVA4g*M+1NiW
zLbc4}uHH1LNH7>k_%3#5pz8aT-K$l(Pg-iGrvepZ$w3a}zk}o7>Q?RUi06d@D+P(>
zi{5GGb;{5diEDX|Ygq#O-}e04U5xcBjaNWtSsKPl!UwRBx`8)GKO+wV|3NFw6m#(h
z;~Zsi;y1~K8cUT{<RU1Gb+%kN?)n~u9>zqlM5QlDOM~$p3Xn(3RMie1*msstA;m3p
z9?i8L2}_AQ5ojfH&{3bVJuO(m2MtO~WMKgj@vcrMY(|g?rf>)}m&>~Fr%PHW5UzzW
zg$1<>I>4OvI~Ad<+7Y2a_2A^TiPYAgshI0WFd$@rsgpicCB#OnV=*~<ZKz+wKS5`I
z(oZrvzbc<s)Q40e0&Uu-rkbXvLklpv@$nH9O=n$Q?jfK_!$5z5p_P-JhhLYZ8FknG
ztr<F}14W>FMu-lA*dEbP;JNVhqWCH2kDm`G7!&;l2O0f;zi8SzENdE^UVAnAwJZz|
zJGZG7q8Vb81E4}@vGr}=qV3(6(;aBvZAYe$C8vx=pVFaoN=7P7c5N6novi%y1DVQn
zUWZ7Xq=e0>2Dkb_*JIa*++pk4`-@7=EeznLU%&hQZCh1M-@GkeF2#AAdf8<U#*7H?
z_p19+IXx-$VC#|I&}D{1ogY>VUtyaU^EWs7TsL=JH$7Z8<;Uf`xxhF?pt?u3ri7TQ
zlw`Ao<(P%-FN-(3pC;A$j9j0&hdF3IGRzdMVEX&AKj+v!@9Fbm>pz<4SDkNrr~9UU
zGeDzilQV^u5!|58<{27cIEZ;Po7TA2>4wFJ-{KshrT3(yOzm<!@ureXj^xFvPT2d3
zL{nTM0rD*WRo(Za|5%g{3Z*1&1I)eyST!ikc>rZTqt?$yGXtU+lGTfO-hULAS}Pu@
zhA>^z>oBAE{~au>bnIWsANB%}sbA0^1g`0jS?;OY*amR5Me8p@LQ@rd+k&aAV+NsA
zG^k4QOxmSP>lYa6QFUo|B^at>;`VSgJOwMK!>;^f7?7R8OGFh|gwMsCfuE+B=huNB
z9_#&PM+I_#Sdw{%b=rvX`U}j@)Y3|6+;h71Bp$gOjmwJ}deIC)!)B;{6RXw`+(vqp
z%!fi2($5t1X~T~e@!{8BK4OQ3v<a*U@gjRJk~^0o$v&jWFZ5jUtl3Y%)L8q|s@mt~
zHMbo{Va{ho^|!ww5n#qRt=8mU6m_rH)y|rhk3b-Y>f73xE+g7?qcM*!dEBSFRHu$Z
zOzIn60UokkB+gcNA`+&%hvc37mA9H&k560Y`dW+2@?XRxFP;8fYMNS7(lj2qr#_|8
z#vENc@M(N(c&XC>54&{^)X}6aNmlY+t16hB8UZ%Tbpf9OPdxuI@4%Mq@IAW+AJ|qb
z&?bIA{(P`#X^~S531Q{idjz}u2-fHFPsb%d=iR@U%m3)K1J7atL+ApU&+3(f>pf3$
zJpCj7YeElenv}QInA+W)=?=A-c;YbuhzUNPUa{d*<4NbVUT#vVl!>z5zzNyN>&<BH
z>e4c{h)rE!H#_0T{I`-Fu*wm*!uh9v&`WRVqw%}U%kLQ+mukC(?nOq7(W>=z3(eiS
zxC0;vL%c#R1uDDCThRd@kw$>(BESzsv8OqLl%8|+{~})<Fiaai`8YnU=jwi;5trcQ
zzD##KHu?a}zw-gBE0Of}Ai#PpaF=6G7y^^TMtdLMR|uAccMWyYL%|ufKa6mgX^Uqj
z^->0C*-PpQOLudDlki0drqqf`7?5gOFtg$y7zoK!82ENE=!<)BO{7NNVqV7;fKCg5
z5;|^DU*R66bdHEmPQ6~Wi^E6egtEN%hlS?>1F8053N{DAN<uXBAejazod)VgL9x+5
z!s5SM0npt%$W#C}waBm6u+j}UshV5ImEuA1MrQWXSu%*qJuR&?sVJAIShKh90@?Y6
zLTIq~Xet!&kh{2>joXDWXoxC8S<pxT2;3te0LNs5B20l_PFk3N?V}2V0+-wH5mpf;
zOrS%)jjZ5SxFERz_5#`vxIe-cWZF>S9Ezr{Wq;lEK9qA5&~yN4!{-=5P%VGk|CT}%
zJ>aFiRIZ7d;|D^rRP5?en!{$oiomx2zg^rXtXi*hwt{$z`x+p&ja=*PI$#l`pnWb4
zBlyWM4Ljp}hUf21{N2JCq&;+X0*zU7?{~Yhal&&KBn*bn5##R_`p*$!w3_gOgj&e*
zO2V)LL=XWM_o`7>h~nv$$~ycsUCqvvyh1?}$C$!8oB~**73At;zxW5~z0NF{@0rXi
zn9frN(NdG&ToY%UZu`?nJSX1jCiXfJOEZY8a?d!98ZDoH^%OC2F_@@u|FS)hSw>(m
zF(7JdZEEYvNFWWuh}*V}?t2#64`VuIk_o^@cgFR>v-;q*(rQs*y|@}KN<+4J2BUeR
z{)6$yC4EyyqAkKKv<HP!mZp}owNEj{AZInEE^zjfh%W_Mi7)n}YKKsi_(K_JHT;1A
zNoz=iQJ?Jr>-H6{>AVq<imBW_;;k`XvJkWIlL!$K6{m)^td$xc$Kf^BpKRhucW(ar
zDDN?46|i+jxo*I=mH7zBB%ZjHsLH^sfkhP#z1i8+>h{O*;paQ^RFonk52cUwnXby7
zo6344F@EC-vaX#XuG6Zn<8sgDbX0jVQH7@U7JvN4RnI~Lj+Rfys_G3X#JvoRqS|>2
zW<B3^J$l|-N%46(=Er1!UrmiGs~X*EscJ8+{1Fb88q6DZc%|;`eLT!RMt#*d|0AGi
zePLpB?hFOS0HQq(P}Nma%crs?FCJvPHN8w7M#W-GKMSdAiuk35zZqi*%^h-eHFe#*
zaq;3)3yZ%1O6m(W>hX2&+NkB{rVPLFp}L&|da*h`RCYneTw_$192uxpw6r?i!s#za
zhQr6AK_obhJ0M|2B5Cq5w^yy9?dYHO{&2%05@QYu|CUAr`8JqW`GVg3&L@r7Ltr6M
z=UKd8m_5r-@(2l6+C_Ve=sI;P6wKHE$=Tj8-`TU=+LSr|SHaBuDHTBR+rmvU&icCm
zztKS#$pa6o4iCQphC{&)$FNU<{t|Xxw`72pw3g{#UD}<l!QceFro%*~Lk3SlF>0t*
z0Dq!xf14ptgOR%@JwxA^ZaC&&T(&ne+4`ylDQx`J_@kI_!jH7;Ztt@ssfTF+sbN|i
zwpHLWe83xzj-$`eGp)SW-4l7+BqjK|?F&YTWaz=n023DO!@d|2-_Mv@9gYx&15F~q
z!*Dd<E>XN0eh--X`N-fgV(MVJQhRR&>~E3lta}%L{{g_&|2>att!O4;`V*Pt#TmY`
zK2a&8k^tX9*g((X2nyzC<WDO&hMpm!M+_=`)5ww4M0N*x)qGT6<Q-Cs0t$dDNNl=|
z22YoSCnm}g6$B_tc|mh%Z6}_nC1nfE>n`RDPK2Oo^rbZzG!X4fV+6kM&_IdYumt9R
zFTZwV_Ga+JMF10_Ux5>MK>slP=s{c61K9ODCRt)%emVXUi24Fm@1W~orNS0HreE;^
z2ARPR_)G2Ix-3eT@@Ox_yUp#c2+;}&^X@rNc{-_tdJpjx`+uvD@?3VH1|F_Y2>ZC5
zWMxdLd$_ogF#wcH>BzWk*FF;-9#v#-svEcV`v!n>)Yftqn3PabLW#y)xrq|3MBXe&
zLbATld$BPS`K=+PT1>&xyCa;N=CePt8Y=(?opdb5Uhe{8U(|i!jAv<yI0)9NBjtrK
zTBz%sqkX8Wc_#M}X9UMm^fRK=-jg_*T;Vi6u<?a2u><qiT*I_k8XoDnA}_Y))^x3Q
z>za-4e>i5OBYA`RX}dIfP(Qx&exa&5W0Z06SH3*AM!zVbQcNp^O<q)!rd{A6`wpg<
z`Y6hh)nm}m02v?zLZ*I_8Gaon+#PL_+@V61rXX~YQD9xL|8Ydlg{B+5=kIX!G+fZd
zox#AJhro<=RxwX>FTe-ooh?V0%4lE&=g+etm8O<gQuV3KuHUkOli;`Tn)K`}-`K5q
zS*$>}WEljnR<e^culEok4d|ZCZ+M9$u*VZn64L+RwkbVuBp@RCQ}}~h##9k<>;6`7
zW|Mk_E0RndD+sxSJ3^Z99EIAi(D0Q*J>FcI*p!dk6vzXA1~Y(KCjs}u<n)_MYoRXx
zwtn<W>J5v>e6yOZVop_?N1dM^WMH0=&ndygElNw+5vAqX8Ko`w9OFk`99y=#iwJED
z*<apO-uL8tV|#ZMx9j1IR-vvBKW6B@y2Fz8Fud~o@*D-=lvDAGzB{>m`Ja)A_WEhf
zLH<~c2ei(K>6>T(o>OU3D3Ge|QI2kh35dv3&x~n#N}wZk15D$yv#NjgFRG8a*Vc~y
z{=MvNZ*JY9tm=1NsYzMderxOI++(XJjcPh1&2DzK%I6s~9j|`JH#H43HEqVw!C7+b
zsogwnTf%H$yi03$gfx+9iRu>IfPDi{pm0a`c_rWBO)}ikbV`cI$y0l!y*5c2m|Obu
z?7WrsJkUDvbRWJ@1Yxf+&;oxGFzU3k!8ElIL*3V7`HbN8^ZdN&d_7|akjn0ofAuNz
z4lA83^TmM&hiRKo%@{N<lIVyS;HvsskC{PF(~%I>!#5PJs&wlo36mG6Xa5s1Tt?;3
z5rfW7Vx6?S=E5-Rqh}czu)zH=!d`PKFtgxSJtYoINPRD)oSwtl+e81Jl_MyJmXqZ_
zF=2nVzN6a6>-ApbZ_V<Qqp3s`DulE;pD%wldzVSS{<8K@<=<s){(p#yPq%uOa^6ee
zVLvslvpBdurU52JTCN9w*UH|s74+7O)iqi)pm|?U?|XTvY9F5UodO%u?!$o><P_V~
z#eu_d8=441rgsr(i8ZGk4KerAzinT-J1t-Ht)Rk7h4yyDpZ5?-br9F+rKHe??*7;e
zVsx`N<;V8EQ{2fMFR2O#Ro8|uFE>zr@$*Xm{mav=^w&fF(d*avDcH9E^VL-w5${K0
zZr8*b3JQNFeM(qbI{AD!dU&{(Fvy<|fN!jk+OMrdy}pbD_;2}4+>owLDP3%co~5zA
z<DIq~{w*Ejdw76{8jKDl-vNJCG5=9$|7vk;gp9pW&6ZQYyQU$oc6#csIiYpuPuv4}
zBg=Uk^Q1FLLJjWnC;gtn;NSwP?58TuXfwu96nn1-NAG1JXbJZUaDowb9VF!_t0^=d
z(KSge5D&dVMMOV;mKVCq7i!NFUfft$SDu-PBYJ0QNOB)}PYuLuCkW}0c*7ceY3Cw@
z^tQg9crqK>>Y1Tn-;sy~cWP{Ur+|#Wn}eTStkO)(oqw+n{*<2^VwAZM=kPbMtM}(T
zUmxgx3IrIi(&zx;0>E40{BXoMQUDF)9VJ*ahZ{M&rND>kD~KoIXk9W)0@TeLhV4pd
zy`YH7IY&I<-GR?KBu5BY^X;s%aL+-z));a%q-E9tyI(&X8nR*+2VxgkvjfKbhn*5D
zb~6^5qmQA@2Ol#kGUbA!1lVWBMuEWw6Bh3ic;FX!5X%LQq6-y3%9j?F*H)Fw#Y9-=
zom;;Y78yYJ1{^x!BU3dNdo!dydCYa7%q^O|4?7cfJ$C#=HIPpP<S002ujRP&?uR<m
zA}P9q4UVg!w0|vBs_Xnr0XVrf8OH2cnd0f0Qn@G0Wu~K`(I75x`EF@OeMUy=xCs0^
zjcTYP{u9h5_lFPt_k{?}>;9S?#R+9lrl*z$Zf~yYXB&H$G&nYtsbiK!?Mu!~GQM-U
zEbwrmsy3+=Nshvkz~ea{ww-8jy72RFd&M@!#*W01)VW3a9`oyN_(do-C$y@Nih|c3
zZU??{Ivum^A7||2CGU0?L7CPl_BrQJeF&bZT=>u<jdW4cjg*9B5){dqqLF{r;Vde6
zG5mVRqWTg-y7Vz2oWKNU$03e|(?bcF76xfQdrroyW>4+D9?Nz^4nqkB1+X3!5}4Yz
zdh*@h+`HSgg+Dg|QX7IPWB&r%{)4`SYpLxvJR!~3Paj|mU9=@r+N^jp06C<j0ZEt0
zRf5L^DWUK|Unye--y^TA*!j<2YQJ&_llT0G1eKUBA<D|1Mm`krAU>Pgbfq1Lzales
zz`}w<bYam^QPzyi^cUzaFfzwOnd0#f3LL(<i`d)b+S=q=T4ZF5gBNy4M>&FT^~8Sr
z;CSDa-qqq2FA{#s;$bQA_h9kwkDtq8KAueXwT)gXIsa2z5;>Gu8-iz1QVVWuKYP-B
zjIKfz<jm}C+IYI=Pn!PQcB9*R)n`vVhH`vmp<-*R9KG0m(m6D8zJI4#>cKQ(Wa}>O
zs$z3cvAl{j?qmJm?zPeF<lUcTyJj(U>qn=t(i?l1X1un|y`I>9{Fr;KoLfqgZ$yeG
z+~LWi2ba@ft{xv;D?YgXG-2V5X&1K7QPgJ=LWX-sS48(#^p<**uI{dK$PbC%7I|1f
zymjYSBf+cK<Q)#?8WyBwi8ca}-P3+Ck2Zl{U-8fd>|?dbd>op&+#nwTN=HKKgUQAG
zc#gP=U5^zG+fiL>>9-2uRhf+s$*}vhS*A~K32WN=p?<0@6u$BpiXM&(74|qJKBJs+
z3y{$f2!gB#1wzy*y0&9QbiBgV9U((l%VsSO?~B&Q_1bAGORrI{bZ4S$8V~Q9Ndp6l
zTTjjBO>8AN3vE7|%a&armQ{7DTzqrIdC!MfkNIVcJz$j%r;9c?cd$5wfp5k&L;zNi
zbkm3<niMxWR8H!JP5mzl_K&v-UO<m$fN|9z@*F)Z{@qO58(XbFGQW~{?PyMF!zzr$
zKL<F!A&L`zoAtR6y?|SE2Xf?@O>tHr**|m=;wr@Lz&e)ziUy{mSZi(xc7`G)qreAN
z4c_7_Rz0(nAo60wFryzi8jKRA3i~meCP9o9mIj(;K-d5tApmzP;oBbHD6$C9v$$7w
zjg6A#1eLIciO(iYdtNr(FPqwZG_}7bzr#M|!9G>NHC@R$&CT#J>+mUKV`lBIRX{od
zqEIo$&3%5;l`uB`F@CTq_f=VR-!#W4>X>QgLed-$k1|hw3k}%O@pP|;sj~M+{z2~Y
z!DdO#rd5f_SxH6*e?W|AJ>9qZGoAVnx_W!UkFnbLFNt4A|4ye&Wd&$XBtMK%l>mjj
z_jpzAnpfeOGd;y}Qd9vX7=XMof2QkO5Ul)mH{4fJ*EI4Wf#%kVrc{4ygsdRKH{o|J
zgQxRa{o99AA11D{O}@`v)6#kuYi&ZL?MYWGuzFwXN99P(5nvl|bMI>s1_zA-VY#OJ
z+r7Ktqd>#W+UK*7qUKk#+c)9ugI3KmaU_~C<|x&M+20dC0Q_i-y^~oZn6qnsggGfH
z!g;@gRtIVv^kNgR{b>l2a38!QBrKpV$E1jsQVFI#5LTxo4LBmiVF5Yg<xvz>0@5)2
zHc<2DimN(=75wZ#H9U)L2!=EVtE-12tW|UYCLR&;gDZkUBf`Z7>Li6IQta<ea{{qx
zGIduoJ9ZJ8!C>fazY(nM3<3Nd^n6Rs5s9=oNU_3WEAtLWiE_`KZmS;M4%seMfZD8h
z*nMrX_Z%Rs@dHEwTrUCQg@=V%*UX0*<<-ZbafK{gHE`-Qd&r_bG|Hk!0}OOtXnd)*
zfbNJ9&<=rS<)VPX2(Z;Zjl%<H%=%>NP43%a)Kr%zsew6I+Us0aCb9sKsi_YKcEbXU
zkq0m|d&gDtLs;n}0(Mr}n?QZQ$(0~0B{t0lFor)2<v=<(Ui2J*KrGREylm?TM{Wu{
zRySDXs```n3?dp!h!_3hXO3j77_<)+Dh}!_oT`QV^{xk^HgM?eh(c){<Xe~JVUl_Z
zngqOf)7uIp<dmKQB~AOk1$TU+(&f=yKX4`HPh`Gccx|STW2Z7mj3p&Bs#K`y)W0Z|
zdvw3z-PZJ!l8MHu_LE+1XX4t8&*9R5C@EyUqS57&jqC+O9OB*uXX^ArGa}?!qs7Na
zzYa8y-g5gm;kD=^juSs4tT{pL=*swu@7G5SPX4vO%)&e}?viBvB;foQt3|8p-y`xG
zc`eO@un?ovUjy+wn}gUiz0guKx0JN6yH$y{lzFCU{*u6wbf4v?1@DzY^6YFDDUucq
zYK!p5&&8xkapGydboR%3g#0aQ4F=xO?csH5PuL?ewFH>02rw*B2~Y1zdmT32`8;4)
zw^}ssYxpbR&g|2>3r~%!ltnf&>1!+LP55uKwQa@YzQnJ*D19+~K0O908LDDBvkNc`
zLn)mP4U{Z+{W-6GzRfXr#f58+Db+LZAGeWr6-_IBJ$9*5W2V-n&bic&{6;eQ>Y74f
z^&~xz#JT_oC*#oJp+MzG>ms!@1{jvbTRs&$fbn=UgXNIxiLz4MMC3g{d!$PX!bXS+
zz&|-Mu0wKWHWZN99_srl(R0)Qfo+(VpSc>?qSn(W01*Xy-4&W=YFZtP8r9FKh(^4T
z{!9ueqeEp0A>D&`gHHmTu-jLGEaX*y-*6Rgob8-@SJ{-_nA$lSbsRoAC=3R1j;w%;
zJ++aQG}y=ayN?U^w>l;W97rI9zzV9-hxQy-Sg0UhsV==LP}E`oiYK4J`!Zh_ChNNx
zn;w4Uj~A{h$qYI*9W%539Vx*i8`1A|nT#bNen_nazluT^WhHonUt0H$3s2|Kz#bh6
z)D@)NtYlw#ILQWj^TDM24G)JkQa7&qy`HvU4AMi^5vj{@m4lv_aZG|oGISHI0|m~S
z0oGlRJDgTP(HD4#(*{HjY4J`l78YW<!Anf%HJ&((82Kg{D=4kYN<l^<s5G>EZbQMf
zk@lfLskR6?ny?7x#ddJ|fI<Bijv|2DtPh1`jL|Y@zT0O1XA7X6767o-4=-<^A8YAZ
zsz%LG6Q08BUH~*izMQu*VBHQ*oFKU~?>C?l(^Bgg@06fZlxEP7*rti4qI3xI1H<=s
zqVM6U?n=!?6W!YC_=qCrO)UV+(chk)zwj#GOB;D_y!`$Zj`xIW_M|WNBn&+`;L_?I
z-x>oW6x~}%2GX-MY8RY&_U1NfHaJ)ISe7<9)^^!8x4D)Pa0K^Dc3u!;+{^0fFL80h
z{rx)|@8@zhR1`rh*+wtZ%!f^+Cl#F1t}*$Dn*05x>0$LIFDg~Yee8p$!;0~Q`!A?a
z;i`c82G18y0$?3t2Rfo^;~*?N-(j>9rr?#cO*oc>GlF#D`FitT5GStnL(;9gj+5+I
zF<s8JX+W=7g4O}(p)o=o>7kd4UMopn1R2v>T>^q4l<-ZTPfNqvvm&9qqa3_X((LK>
zKo0z@vs8q|d*n`)Qh1iS8tc;dXgFM@D7F)}<18)!U!hRRd|lKaFK**$9y4r8n#G_W
zW9wxYA`Hn548UpB7ZD2lqM3%^A(kg8RP5o3=0!<_%s~ggZW7QH5xn_ER+3s0-bB!{
z0l}fh@dF!IZ8JW7GzDleCho14CRMkww_vIRTra6PHJ<1T^)4VafjtD&@jK;8s_11d
z;uXIC3O^i?Q#YK!V`C27+;iGJ;bFu#u19B)-Ty8JwyOjkXS;l-?DoPaKg)ko)?>3N
z+eE(=I}(88yk(yk7DL-}uv;I?iv>h_F8vinq{Jx*9nGQC-e&f`FBn(@H*};9VIW|4
zK`pYpn0`S6*;n6r%ODbCu3&4~R^N0I{<jVSI`G9%rue`7bL09gLUwT9j&@zn_4zw?
zczC5g9GKr}2Yz?cfwb^>Pgy-~R9l!+flz?f(@e+K*1^ZC_n!XMx-;VJv3uX<50g2t
z#8gxa?Rv!Znd`u{F$<%(4l*7de9TCq5tP<8zK587x2RwYXTmllYmjz8#&9mTumk=L
zK$`9?jbo2;-R_+p)sM2?*^OKcV&nvUg$YmFuK-GSA#9?8#xnFka39DPD??@5W}emc
z5+MXYfpReH9NboeeNLu186c}k2+h|t5+qRkbEgN>6$s-Jlu~fW+2|~r5&Rtjp+X`N
z27osd^PGJCUxdSEJP{EVa-gdJEr^)?Q;I^2b!kUEKVCiFJ6pCwJ@Hbpwp9Rw#(t^U
zm`$1FEab%W6z9z4#C_U`GZ1zZ?pZC*NIde}{`l0!qhh&Ll@X16bP-h37U1>#@BFKS
zf=;Tn#gwoE^Qv|l2FGWcU=q!ebW)5-$pO0#<0lU9nGThnFMs`=&VKcs_)Sd9ajSDb
zKwP_M$f6+o{ohd+JrCoPZ=kRrQu$k*h2fZ-%Q|tt8kK8nzu|i$l&5<LlJ~kh5>Fzu
zH_Thcl>SU!e_$pL{0XY2PVV3L&&piXE-(4~+3MY{$mVGr<~=|7%Giv;Gzh%ZC-JD~
z&QIJArSWfT>!~#b%FRHlA`C)UKV}yYMZIao;DayG|J_c_Hp7|tgt*al4DbEue?Y+n
z-(7Ii`FWUp5?z+HX?bif2nN;L%BNG&G8pDZTq;NqeyTXf&-!Al8`J?@f540_N-XX+
z6*27+O9lsLCO?y?wD5qu7(bpy*8JdY|8(a!?L}9obwdunmqS%otE_#Re0y1%20!tC
zdRQ8Ib^FK}xWd>|aE|5Pu`J@;8iC*8i1xT}T+WZ`9z4|4`HQHMC`Wgk?%%rVw>TW|
z_)Cb;4l4c$<9AzJ%<Q81er#m!@*f;ZIs(nvXDW__8%&=hMHE4k%FR3~<DLsxtVPoj
zsmPr?p8*}9H@NG8M42}@;&ZRXo5D^QgOz(P5ZD1UR7x7s7$Ak@hlMZ3q7Gt!%XUk5
zn8pDX&Z}jiC;;t_p<<P6d24MCLBdb=^pNnBdCyU2@ZxCH*Ya9e1GJQ8WhAC$cX_8{
zWn+1G1^BYD5o!6ci`qWko*eGQHV0z+bW>N51QaBDP%{d%>3KQ4HJUj%`8}YyzXmh2
zN2v2gzfR_h(4XVw@YDduM3$FFCcchj)##266{w~M`zkni<kQ%5Z0}v%Tx3iAWTn!>
z2<_^Ye`-{%B&?t)E3BwyT^fIHUG#1CJ7@XT>|<B=M^={d!NG>2+J(b+T5UmD)l}8g
zf`zeDip9ujP5?p_N*K{P%@lxp+jKM+0(BgpXQ$oc!b}Kg2q22UL0VK8QFuI~umv}6
zrK5)c2~w^;W=Qw8m!fyAb{0^e6<}pf^!BCdqXL7{BKuWzUAbfl>cR*yYnqwv>BIdW
zH|e20QnNS&FjLj<1mcfsAYZr$7WhCw9>v16FOsT5=}E|Lf%y%cd5M%33+`vl(x?25
z0*M)jwaW{mcUuY&&lORJp<x>Xyo6Y_cnpD=)cyEu04^x)IkzVQUaCIpd!S52<t-xa
zITf=B3KeT;3JHS+g|Dj!zdVAaw^19<lUZ!T9B>F-@*4nAn1qRI=8Obp7@w4`$*Ah*
zXS{x3lw)d{RW*@$eRBJ^<?GX?*>8}L^~>7HLx~V&D_APbZtn@oLM}{Rxfvy0{d-z%
z_D9^2Lt*8k>Nn4dE1Z11{rxz9M%PW4B45saPrj6z{gWRUXco5JkZqG!4b*8rw4VYe
z!5`^))&HBP!b*QqE6hjn@u9Z%{<MX48~v27n!3Z8&CJ#DL%IF3_&YhFBT*H^__*bS
z76JR`Mh)dFG-gQfs41_dtcA1|(Y1X`OZ`jM%dc5kbsX6pls8wDVM+2zF9k~AxjBk&
z9Ik{>AMEWph<y-aSG##LywjQ`${|wj;|)J-gWGpK!1?V1@C5P&dp=8L#?#V2wR-UW
zAywq{QlsIA0$f?QJl=F%GuM_bp;G&a0aLu`G!%|lKSiKL&8N+!%3Cc{+H)`pM=YdL
zDirjo-;T(Gt@C9PO%CLZesi2i&e>?97C?})W)Xt|f^iDOCqPcehaTimK$ZBg@b5KJ
z<nT)xyW-<1N<OI@A&MX*jSIM8_oTnk0ctLrIz<ZATOAx?WhQd+(E>6ZX8mN5a}Bn1
zfocydTm)kK;aH<KJ{YH;##|u>?5KsLSLI29Q9>7>J@uWimWc0btY{tr3TI#aC7hr~
zjy|5wwHR$v@e3cY8)p%3P(}7dZ#!~E1dKj2L=z4eP}G|QRAAZ!9YZ@8u7ZMDLTCv=
zJ2SA#awHenD!#k;&I@bCoAE!2|HsjJ$5Z|PQT)0t_nP<G+r9SQ*>tZhWRHl9WD5<W
z<hr&m%HD)RNwPAcY{@JkyK7V88tJOry}wVt|9bS$<8giZ-1j)IbDl>ox6!WvV~~Zt
z(wv%%cLbaS%8R0}7CzeDV{|Hd_Wp%{rsgXc$>3Y|)!*4pZGC90T<ajab5mZ$(wzOF
z_e{{v+|8XYL7QLdcbxc6>Kt#~{q6cA+H%OkalzYX?~2a{M6QEYuG2-^r+f-8%BEGv
zXWMp578zf<eOJHV{^obYz2vh$JYXf|FdeP1`*&Ei1j}@Ii*)#ncQ=XTkMong+(5&^
zI~KdIjn4yn@3ce!J27m3?f2#D=6q2XFStq!Brn#S7bh)zyVoz+s+yChy0JBT{f1V;
zO-4Pjym;&9`GFM>-Jh+0tA3lcKJX@5f3mysur;lrJNsd2e_MUrT>5f;Yw7k(J*`8r
zyq+6xStgfY4vuU`?vtc4>56hS_=Po*z$W%Dtxo0~!5i8f<vVcg28%Sn9RjS!l+FTN
zmX~DWU@<7AQ5L7DHyrPK1l9STx-aMfx!wWC@U(|&Y~5diexRJL-XEE8T=OyU3P-FX
zV(!roGHBuA@U8JteutY>N|1gX+qL}<n?~0VX7V?w)&TdfsC#K%4ub(hE@1iyJ+sqL
z>I27RQkxBW^nymHk}xS!++4rW9dAS)X^dwa!4Fo2Zm#y-97IF9{v%Pdo*I(-zAj9B
zrR(jM5mxM=NqDSJ$8rYxhtus4fE>XYalLiffETt?A7|Nsi{9Pj+}#%!MjVu4QT+W2
z9C2vHWTao(GxyjIe~3}zQ@FnPa%x=WrD1er;sBAE3@^X<$rLo0B_ch%q&~-RoOU7%
z(a%MblMJe)09G&zhxbAyBnk}jM5OePl~WNg5d4;sWdGx2_fT@*V{P={AEL^o7dw21
z6GJI5cZ%T^4Dmc38ygRh5###MPid2Dlo?V^1J_LZMqmaA<4B)K?{JMNKthf6vpmM)
zS-8c3y0aoKu^DZSP3o42l!pqUN|S4GLJ=`|g29E~YWh)JbQ%DatKYQvo#KDJsa3ng
zbw7KoH8ntzkCw>BVJa}aq_s{rwLIoa()O%28|LaVVsFL8o~Ut**8h3I`dd0%PNxsP
zTQ;HPXAXQ7#k#X*fuMBLNThQ5dpxO0k*_MlWQ*IKTFD|V>S<0G<mb?n_e9&KbY6nf
z`|Bj}=Bri%Ev|Z!1y6H|Kiid5q}yK*Wq@(wvc5jPs!{5sobRrd=dM&z>oz_s=j+6y
z^5V;Mods{1)TO}xUM;7{e}yTmfG7y-j)R=`Z&}yxOt^+wx*G$5pjp4iUfwL+&-`v%
z2^FP*`8g(u5+k~tlkGHLXy{lGd^@$dk2)jerGuCBy{$a+J1%~0^CnAiDY(1#tG|<R
zUpon2xYq3ItCE2V9$L7p(FG0~xKScIL2Or>e2`hhnfX%mr4Tcyi=Dw!wB&E|TkmVR
zM5zL-iLW}L`Nr|lm4`u>4Qt}E;Oi!ZzuJOqq!Z$(uEzom(#dj+906=>tn#7pgHM$t
zFUZhOG{5y3x^}(s3%3yQF-nB`WIEVk`i<LhP5eE(qBl$@&|jy))d90gH&->oM^$5%
zRXk-SZ|ErBmbMG5-_trMiBao03qRQ{i0|q_u26mu$y3@UuN>RU#}&Q`lq??dT?y&w
zoSD&auv4*hUUhPvcg|eO&q-zHBW3b&lYjy9?j|7ke*gp+Jb>DK<}C$sSrxffJzZyb
z0#(H)LtaW(>X$veY!hhbxsho`q8=@HR{q3qk|Zqs5yS!z`PeG1sxvG;1CwHnY$EP!
zz@I5rbN)S$Isp@?>uEvg!MuuoK^`|)4s_GidNC0ZNp(!M<6W9zE;?k52e2_In+8TY
z`2z_w$~#bRe*A{@t^@?!{~=QYx~(`>1dVyfu~dP2=9*%;P*jwmsVN8R$GE=U1uHGj
zD~7+NfensNw4FChis=BA*RVmt$Kl<Px%v6CLEz|TX9q=$BWo(8c0KL{)%JXynZ40L
zC*n6J(^lzUR}*7#RoC8e!3t(*BSGW2*><Cul$I_lIy3+V>x&5#!ItxpeNg*3QF5Pt
zX|!L3il&p90sZrGA;fEGhYaaX@gn;&3s{1oUZbwTpX7I{Rj#P$M;63yN2*y;Q2D41
z!rD^m`$-eYOP=hq8j@L%uah(cYFE_AiI6f{`o9+-g2A0TLW6&i>z<!NvnbTY*&tI;
zP6{g#+P8}HOLmpaPHi9Z6udmJp;$$Ky=Vxa0!&J`!Sn>Z=~>)`tr4j=I7!su;7(2d
zJ*~+JWC|7(=jXXK$W+FCVx880K~k&42nE^718|_3#eK7d#X>0`VO1g@_fkiHhk9Vh
ziFgWToVu5`!I(cL?!+M6F5FUujTa=OC<v8MkHbjIs{jGG%nyH&37wfp0E>DtZKoCn
zHNGAoEq?@i<R?THVk5&hbr~RWk|{dfK{y6O7xB^E$Z=S^%rfjoQc`WjlNTYF^jfQq
z5?{reFT+CM1L}xR>DY=MkR>~g1-~u0zsB=zOW<IG4+tIdAz%zC-YCSEhU%o`T9X7{
zV}L@X#cPb{{Pb*LXiJ45Mfj<Q=m0p*l1sx0#R;Y5n#Tmi4gS*r4!}ZyM!0qZKqnib
zVxucoMx^(zz<6#TqVjAQs%z|KCY^;ICJ!po9q3>rpeZ7@vLC66nA0DzPO(nEvJ!nr
zJh-8$s`D}_iTlI*#`|)8ZhB8yh~`;wid~pSqy}f&BacwtG@T6?Bw8?5>tk6tYV=g7
z4=h~m0)SoO7Iq80EtviI+c<)3`is-lm~TDRBZOC6y}WoO<yLsd{AsjT!d_@KET6@f
zUuajXM)U+aDg9AS@}#EM^c}&Rn0(<=y+Pa3M9HJzS|;@t<a&m@c9Xd=;wY7a5f@uz
zAjLI~EHtZHr_vdrIo2zrwF7o5pG_~4fezrIS`XY{yF_=X0(B?#l0)hThf8<p0fp}B
zcNY$j$~w}c(yINVg-@Ga9RDC~35uhq&)8xrQ4IkLm-d^O^rr^fT$yom0Z{oWb00O9
z<{oxbGbLOcSLppgS(rR{^!`2iK?J4U<Pl|S;e>LYj!*8<xkvglU;+##G<5%-uSTFN
z8<`>Nc!Fv-Z(F-N@E<{d*V2j{!OhJhgiwgkyFj~;zI<l5-Zp&v%+t^Ny5Brt&IGD<
zhecSZ6Mb|^ROzsdNLaDg?e74vP%TT03dp4(7V*frIV4{OydeKzYU;6tl?WL$^EI5(
zYixDs;#+VejzgHs$(<<1J$ugcWzSefCV6x$d34k?FHb~k<;rEIV-`FN=f{X*8%r73
z{T3GjTBbfrGGQK}crrRo$FDWLt^6cV<JP(cQ&PICp?W+04P!d0!)N=@Vrr$lSa&$G
zWkd@6^PV+gUg(k2Wvk143TkaVUl(IiZJDc-+NjieXTZ$xao%;#bA6Np<Tv2yznUBZ
zXI>R1Qa?v7Eh(t0v5=0u1W43uiwI*c|D~l@;o<Iw2Y)-dl5go~8Yv1r*hqE*i9!ME
z2Dbab@tJ%&N-+A~DRFG0*1h~9<>wy5Zh^#9k51GX%^bpNjrr*G%Z^nH4T(TJWg{kc
zy?>Pz*L35a#}%z|-lg5W(!hG^#e2Fc4lm*^>jho2uvfd1l0YP-UkLUOGk3fEHDj*n
zUHN%a*6c#j53#>%$I~p`sQiM51t7F6zh}qO9wxHqjq`?2K$Y6Y0~DgyZO-D+oI0|k
zjfM;a5xY_8-ydbA_5GU|xc;s_tPq?2YxGw)`cI2uPjQ#-d)G#f1R6Wp&`LYIKN}k3
zNtffPhgVmtCnwL_+V;MGkti-U=HpHJ761(lgnkeB#9jB2r~bL12XFmzp1N1@e}I5k
zN618YxV&&|5M-;fQ>1=pl9`zN3oaN(IsZwPlC{3r7fkKWHd31La!0Ygw{G(Lq2-i-
zm4!fh`j1nl;y3rw)fc(=ifcg?%5Zt_%$1SxzMs66K`xgAs->%Sc>KBQvWed7$du@m
zsf_f#7MRY20p6%N#5#^kSs_}43a!yev!MO^%2L#oOU`soK%^WWy7eFUjhQoCc2sYq
zW~YgnJ}^PMca%dlj7BFn`jh#{iptEAf-*|u;sqT|Wi3^4c@cRbnTtvi7lmZhE~;p0
zsp{wpu>NQNTmwt-3posR4PJA>Z|*aM>sJCq#nFCi*SB>ZVcfYXKvAz#FkK9wv(H6J
zf#Cf26$jwLl-R1I4BgaOjRafRcZBp^g=$+^7F@C(;IR<Vu1#Hr-c+6<N$#avNV2yt
z6Il=8E6U%i35scK4|kmJUBe})4Fg5%&8Z+7Tvp_lp}x5ZI#@#g=b=76_5{&>LH28t
zXXTdRf|(-TQ(Jp}hkLPQuL!rSBMl-I#|*dOI;6PrSJ{M$JoB^AJXcg9Wx$z;Te$Jj
z@;1;U0L-t*-WxHqoR550s9tDDE|;=5m}RG>>F?E9zgf`kT9k3ycgsC%FuNb&dmk>5
z*xn){D;4Lq(!cUA4)JJ))wxy(GARy)iYGxOh7-iaO+<Z%{r}7U9N2QwH7X;)%bV^d
zVDiKO?lX+NQhKjlnW22GHqSp&J6d@>Ms4zMP${LER*uwcS;-0x0$uFWuqtB5^MKT3
zt@<``_b+}7^#?RU3%kRD+KU)PEb3nXkK4C{0(4)dcwLti*bsS}mY%*~)mRAhd0}AU
zXSO3_S7NJy;Ay`6I`YbeBsv2hDu5+!nkx1Xa|OViQ`UCm;*b|Z#vjCuoCAfD7wG7?
z0_`|m$^iIf`UT6kDi+;h`?$c<3_)H^84x^81TD`@=>RdkEthy(gpATgpWTchtt=0g
zbT&ENe)4sSNw<VAS_gWP{0{nAx7N<>mxR_~MiVKmvQ3*hxc$#f{$I--vny@0bIr^4
z>JIU|)FkAs7b?^AIXS)PK@%gxWVbX%CMI9{0R+&g8Tu4!og0F=@XtaUdG2;{%<%KL
zXPb@v0LjY1Ey%{o#E|mzndsegEma|16-{mR*A<do-OY_{*X}=g`TSM;^;_N;w63SJ
ztN>8xr-KRl9543wXnx+ucL&f&8oJ~27FWM53ITS8Gg-LR{`dw^tp28%jA(<8bQcz*
zX#+GgnlnP>6^nXdU(~Pd@AqhG{BCTagkS$N+kEt4W*lJFye)D2o*|but7><HLnP7Y
zLFf63^MXKQhS6f8>BZi2+<i~gb$8YiTLV%lCd_x|!sfQx_Le#ayBZf~8#`wodzF|v
zk_?9t<9`Vp+>+VI`LC*~<!B1b{Gs9Im(o(wk5APzb7eYBM*|SB=N8C`=LLGfrD^ne
zeWY|PYIE|$Ys*O%PoKERP}k5Lpixp7^+yGv?;-fK4TSapyDX~P-<SLC{@9nBdo@%j
zv)6?Dg#g#T<PwXNG)PF5p7DBlrVmekm5~b=W8Pko=5L{WanhW~*4rB}VW<c6&Fz>C
zOnYx%JK?$<e|*%=J}38(NojQL@C-|w+C+x>Zx{H#F&=n>i>G%CXSWnmg4=Eg6LC@6
zjRc0Vw2PcFh5EoY+2+kd0dX5>2qF^njIf#%6q(+;r-C8Iz3N3QajyM=3D@{g4Evp#
ztl2you#g_Jdq^Q%P;<3+DIb$q^bmh|jEvi|dBBP5;En+?dy?0%G&sP?n($Y49YOi=
z7fEg+0haM>K*R472Wm5~vi|d}4vw8C-^jv(PGW0MOR)$R*sSyhlHh?|U?Ibwn>Xy4
zmpjw;bkE|2?IIU^O2f6C+sho^meD|}0z}#abe(+1XB#$qW#4*Td=V|41N0+^I9Cs7
z-WWJvY+?n`#j+Led=HUT{dyq|>vy=ayT5cGxcox|vhESOk1$3UY#?|Q6MMN0-S$tJ
zLVhv_pEACTU}^~e`D%4vsV%&rwN*|%XKldNAno0|q8#|`*`F$JTr%No90|JV`2or1
z(#ijgLg~kT)0_XHH@hzskn=J2p5a}te3r9J_r)ToTPp3(<oGD%#|^iS^~#)InZ3I7
zG1o+bGwHo|k|9Ep*=%`5o8KXXeUO9s-5Gs|wl@6gF*Y>uF+hOZr^DgdAw}qUx3JCT
zx9c!Sf716-8puk1{67=;1r6xrn)kv-M}O)CJ^8jX0JX^8kRFGZg^&|**ia|LPN?IV
z<v}`@V68Eh@L^X>5~h$ig6`D^hC#lvD4>RM=<x}>LVzC#2q0knLWX3$TjsH8;BNM~
zGB+tj{XO~@34ySl%wvTVY-kVdQ^@ndgVoA|)xLvkfYpof7T{h<U|}G|PXl)Odf?My
zR5cV?z+u2x>8Lfyn@VU0*xOK@N)P}X00!f%=;BJL&>oDwqP^ybGYo@`Vv!UuRrU}~
z!Dd3tJtgf^4H<zIW1V8z(G~F&dIYyAf0uw6VK*QRRKtLqQZ`pY2uRRbg+{!ex&QDm
z6L<nCPh&l7_5ooJgzHGade{gsPJ<|Tt|<W_$iG>tXocH4($-*LT7Q5J2fGe~5R+5<
zbfP>62C_{|O-Jl8dgok{?;DL}J8#EhK~<m+c&LR!PHvPQGrS-ho?wu`#txKJUC~Dg
zd-8a0BOwrdJQDa#EI-N0yKW-0Q?buz!F@w|DY=aLsFXP33m9ZvSW-2<4^DD^%ZT%+
z*1E@T^|oyYx-mVlh8{%|pg)Ncx6VGueU~2{|MzGh!nzz%+>Nn*W24<g)C?)z@0R<8
z04JgS_+}v2t-I!(v%~wvKhp#30`e|ZFPVP4IcR^=I5#*Uzu1F*v!v%+QQ)017aN~?
zjcOi#+YEXFT*@9&tA8ez_n@wu!N}KKOL*b9+Ilaa>%DWL%e#4%7DD@E{z#(O$mnVJ
z8Pj7b|FxZbSqgj9lGjUbj*}MT@7eZE2A!|@4<Ij35?QloS-3m)H~gsOY@p0Gr99`e
z1wl0O=cu-5e<mIeV5(b9=B0%CY{}(Eeb^~4+G;MCmp>U*+@~rD>1^7*j?v-{-Hr1E
zks2$lL!@Sw=+}`SY5&!uI8-Vrvrs(XWT6{Ff*%y_Y#O{6r1aXw5tCKBHkpReL7mmX
zUA4hdIZVt-pDjOa+-!QXnkwSCmy=3!V)U~lIR2M-!8M+CG=C{6Jo2!8pbL#$jtW_P
z(AIhn8*mUB>dmIR($HQtr)X1cKr{-m(KC4maBJR*R|^V)8K2Zy(gIR4(%T?iPmbH@
zQXdKT2aP(9JAohN0saeB2gaa}eVD?#71TblW?J*K{d|7LOqDDZ07Ql=@5W4l^Cf}1
zJCJ-~cB`$sg=(S6RQ5Gy9{UImH-O0~{2wr=C1ErY020uUSter)z_Pdjwx+L=N_mdi
zr%6TvFQpLTS&a?ukd>@gXVcuUz_j3eIjZvu1H+QJc~>jP167B3rn^t%F0;Lqv-=Tz
zyKFaOKI3<8SjA&kR8q2qh)BuxCs!j!9<4r9gzvBeF@+9Hx>Y8Pq5Ic+R)+yj>i_AP
zzYN|@*05VrY<MY13%0Reyv&J+3YNU|MBI`D?Aie0Pz8ZV+pwRmmjCAUfHP5FlY|*k
zO^pMAD?eSR$Z0lnsMUXb<J48n4#A&*zlI>rneP7)Hep^z_JZ(#Z2j4I_TKl1+}Z)r
zr!WXNq@Px^Cs5;3Mn&lL?G3#J2Lbnd6n--vf*u^Iur=Uh%EhvTWMTF6IKUKZ$Um(T
zh#1|86chymefJ~4Ul^je{isIQ!9(oBp#M_j9s(1cK{SDswrO@u=jrdre#7XYB+S>7
zY>q(@jd%>CpR|O^SU;>^Pp?vWY9{pDE^zkw-D3OWxJHmrp#r2{$X2Bom5S|cmpy`y
zlK_<P;A$vYNTy^2I+&XlFgY1KI_f_@PWuA`XEb7A={r&2R`ty4?|lT7{xse6DYqC9
zj?&qcRRAP4u~N6TLax0+4jQ$4{-p(n@m7E8GxyB)$PRo~lvZ(qSIomI9;^$8wPf%G
zE!%HgM9#;TiG1`U(EvG&_E^}RU$C>&BpSnnSMIGnSbh_fJ_I5xk_~i?+i2Q+(oDb%
z0)3-ggMf}hGEhE(!`AyQGe7D@fW?)ISz?6tx@i)6(bf>!Bf<1yM2svuyFU1zwKv^Q
zv?ljvHH0(noi*TjS`Z(pBP37}mR_EasCP`K;6q=Z5MPKQ;!YUtKNpzmqc-IcjZru|
z$nDyuj?YinR3)e`%z^~D&jEODs}dP_3F#*^<1Zjy^oG(f0%6Q`Gx`uEGB7?9-2=dB
z8U+`$-FblrS*JfFNkc2=@w(}_<A&I?cs6la?}RRlD+Engv25>HUbl!tZZe_X-FZJ|
zd7K)GGp$QFhubQOlBt+dv6+uHgTq;*sI^UmzY2N4<G2iiqK#a2##6li5vmslMK^C^
zV&B*Gp+(u;#;dkG+6>SQC(12@!UB2{z7~w$`Z@ZmEE+}|5~)v$5h)h>s9Psm^bB2N
zqqKJ%o-tUpuU`4~?HW>Wp`=LD*_kSa@Qpy&aO2j~A)O4Ed_05;{-yu-mc5IPps+>Y
zK;Wh>3iTD5&)aMj46I;1c8G8{4kKG(Du+VIlDrt^0WTLGOeO3UeT$2S2aiM);r1D+
zHK|McIYFh=UaF|i!=E!Q;}ZW#iv8aAyj&l2dubTyl}e`Y%m<2Gi;f8O<3pKPO#!of
zWmh0MFW$Py5_CN*%-z!yZg0B`1oU1Aylg0b_Oh(u)#E@v5Dk?hqLQxW-Mb%^LbA#J
zL0G>#T;4+{HeQii5U;bz)BRxB_`v4O5pia1e)DD15w#whVj9XK?wB{<vVaku8g~Wz
zhBnr7BhjBt7IHQ}_G9Hs7j%Red7q&T-ku5^pUD^ij6m{?c$}Fu@dK%-y8!@4GJ(F6
zMPhmD`2cNeqCbK4@M8QNtUc0aF}khuub1y(a{Pc3%E9vBK?eo@dG85ObBXo*eZIB<
zAP~qT{HNOFM;Fm?dV}#(j}EZ+LJv3gR^Y#^R#)Es-6rCb<I8FTle%u(Em1!(m&-8N
z5_{QMq$;H-pE8#AXo3b@X_L3TJ>!`BdiKlD*DKtI-`%+Ru9lQ6Tr2!~)usD&Yb0!s
z>yb71stceoQor+}{s4n`{kSu6nt24b!dwiBixgr=sSV_Nl=1yh=EJ5SokR>*tf(^p
zEo_zbv%yBhlm{U}=y3yv2+qnOZHANgCnqK?DtP^0_>PNe0ld5}KMvjZe#}PPort(I
z-ujv<q%h#^#f53*Ps<u})@WOIZC591PA^zS((k7H?GJn}RXX<i1-R-(w*jo&#rc&#
zYiDIZ%?A$l`)}XCS4%5wXT;%-wgfO2?J>DHc6MO?S^Npg(Q?fWX8>-s_=+E%kT)31
zIA2V<1Z2>hZ@7EX$)b8uvo*eswLZJH)2($g$KFh?0JDxAPoKj7EHJABRwZMX9f2uL
z4#|Dt)G;l>PN3F0?mefXf=b@Dv%<>kpxweqpE+nmkKm552bjIDW}Y%^Ro{LDxv?`}
zn}oTC!j0Vp6?!CHy$$*u);{^COk`M%Ubf{BeZi39K$H3*>WEJBQxgx1&2!JSI(()f
zCH9J|_lmB5YFw;=l&gh+&X0YYdM6iv?)?uj7Vgxrs2oOtHpe3H(B^v`*0PlK>~HBj
z2?#UkuVBDY3e2;E<N%~HEC2n*mfsTc_rGKNO;G^X5cqlMz9gS1;5Y9T)BxjXQ((UL
z^--<@!7G|T%vC=(xh2jM-gZD=a=YJjWYWNM=Xqmt_x`2w)5y6wYEAKayG{UwLO}^3
zyvT_eIdVm4jYVf|MXCLIp<%#+;MQbA{xJOGaggq-`KT)@WU8nCJ$d^=<rA|RfZ$q~
zouo71(ypGKGxGml(>mZ7sVPG$EsM*Q_iQ-$B)A%OEfhz1a(V?#d5WPB193+-eMfYj
zN6$Zfh)U&kGq${XY0uB?$1RhkzEH{@yDfLks{9nl2j%E_gExpe3}y_mLfpr&L!y+e
zsTGutPrmW5($G-dq{<xlQ{D0=Gdi;nx(av@EQEI1aF<e^4l?Ekh2ucuz`s~Sv@*lm
z=20q86jMq&QUBRMqSrYW9y!?$mr<r9)2L8-y%a9qBIEkt$hjJzG6*1R0oNx&c%rhx
zs%%EK2C3H%svM=5mIEJn#X}+l#O%&4e|&U%pjU8pGNY$VfD#tIzqLP-woqBy;!P%m
z))e$B$m5ZVH-EJXoV5nOZkJX6A~NXLSU)q49yFFPG%`+hPkY138zy(5l<pcL3z#(;
zpM&ooKRP`FU<S0rz9sZ{0Wo=`w{aIgGXHUx*w`_cGPvn?*DTt_=a!|OkAIXN6EXQL
zpNu=$J6hX1FM2tfcbx!-c1_{I7u4@7DtaWmwsdglX{)n(@%=?0cURc$cOjv{(Z4Z|
zdSy%3GHMydz6xE9_6zEQzs`%X`wD3Nm1Dyu9gc$h@3i0j{k%#=OfE1VgTJqRc>j-D
zNbAcP)p5VO*Tt$sV|GU;JBz4}`+`=Iu*lH&>*D^)`b-qxHAcsh@@pkoHfgyQ-Zzv1
z(vBfDCS|$1hM)BPLolS|a)pa=hFSblOFtpSLMQR;_`mQly0B2fbpdnT{a8!|_8Et8
zGP{!zxi3zpLl`iU`iz>j+D6>HZBWOYcK6Cy;>h=x_9q-;>s;!CqpzYH(w4RZUUf1`
zJ6bMC10WE5$S2mxsXt%dN9R!Dt#!Ey#M!%^fBXCX94gJmka$Zo%j=WRRl_Y0hJUR+
zRbh}<8e>UZD8#X}+JKNBt^oUz#PDW+>~GgOG*aC4R@UE|qwK9XJS8;BFEQ7_)5s$3
z4$1Ym!?9S}_u*GW)>A)#KHvyo!vLT@3Dt^6k{uztuPCSTWR^AUt*h@JK?Q#%hPWqi
zzI&)^dgwx@0)DI^a#Hp5Mlm1Yx|8W;4$<nL+T|lc$Atw>NF(jsqXib`e-0<nyTPoT
zWFg?dDCR*$wU48Ma}GoSZh}U0R38Ng82ZL~K%`8_r}%q)V11)m&e1kn3Sj5AbPK=a
zem3HAG~vdi4>A5=Y%%0$yOnR;URJp@I(O4M@Jq8yhBL>QGe=s{)(OuI6`txGp6ZRF
zYLSI45lxOKG!ATHukAQ8S{&pU?yBb(-{ftGXjt7%${8>=p*TiREa8$Vo>i#AkMrM=
z3qJ(<i4zA@cD@uBlgCFsQ@8G`$EoC(ES@rb;rezJakt6Zq#S<R0fqclBNHetQzwqO
zm}~!#-HDMS|0h@O8DKKn<h;AXes_yKe4G95Hpjpcj^SDSQ)cdqoBbDFJ<~0jmT#!t
zQLFV)_fLs_cG>Ku<&6EXxKPjq2~lM^yi2wff-G+&ER5Ku4b?#rsqQGPxO6R`hQU#s
zBW)f+T)9y=?Wh2evp6CUq53EQ+&~)JZnd=;Zz9#bZ@+F!T(19tx}eC4i@oC;<JdN-
z22|6T@!cPx@sfp%|3Wn)8qSz+CSXD}afx^hNJz)kUihtl(FyhhAPqN&PJuzF;J0iV
zAj^UvG$07Z45DG{q<Ef~(3(~tDczCSS;_*aC+#ecyjQyQ@s!wi{s_QP0F1Ua8C3p3
zTyEdhc#m!*F$mGb*9*biJklX5Si}e5qiV!r5koAne!)V*^oI;hBadsA7c(bl*Z{9S
z^SBvUoE49h<yZ$u;g1xZrWDlyPd|&`#VlgMk0{4a<?jH96iosOXpG<aF$EYOfU?3$
zZe<9VeGr-J?oowB00cyM&Nv}njDjDV_{Y4^04izL6-P)yEEGHm+z1&Au&(#CZlrBW
z>Z_Cz`oc{?<j2U#>dNZq$_i7H47~5$v<Hs%Hj3Dk`1AN)G~n_#Pyux5^zm~cY33Hx
zaKEk333Qu;$m0sLe72oJGQbU@QLy-C#Sw6os2Uw7Vk_(e2f*W+kp&wVuyBi3q3W!)
zYyc8r?zNX{_w{B1lq<AEy<8>d0;d?!K%tpp(9XI%qP|^<!MVm{V)yrZLFF+#^v>;V
zGJF{f{`~Q}cSemPf<sqI`C9ayM`lb~ud>b!%!*N~o*C!p(0?nr)a5;Zi$3BvHF+>T
z`Qw8e_lSa^lw=8rVqM`j^2%lOh1%v!{SC*G={ofb4t$s1WB{cP9zh9t#c^q0NDPi|
zZ!;Y%$jEzBHLVv0SQCD~O3KTA-W-A$l9_3qR(Yj;@(tVEXUsa$kAd}ryv6)0<&;>P
zofThQD2TeY##Wt(Fb%Ca3l>)*=uKxw8MxdIdoXUE|7!L|-mg~=cK}KOzvp;SC(uxO
zb4=ZE`HhN-nSy@<L)&jsOh?f8!YhnR^9(>Qc;`4R(GREUH*YJS1`_dw?e@!B>F2*?
z3*P==T8as$-uv7nH`3@q8mQ5yfdE%&K&wB2D@J<|;(b0?wglBWH+|*~QZ;_J*1AZT
zF>`r+Sxw4bT;lbm=SrP*UrO0dnQho6KRpo)6QTNWJxsI3nIox~5Bitw(dmm2wFtCe
zIqBB-$(@xa?R@tY^5@=_T+`qe{QB)crLBLvo$lJ_>soTc#%npzD(Egb?F}sw(&Jlp
zQZs{AgYB<bUi;7UdubXCqD(<Z2vB9=FmRXmwdIp(|LnWPqGjSXwU<6VXO&hZU_D6G
zb@}`u*8U&k-w9tb0?aRNI3>ilJ$nn23R<1p`0-d%8W7xLo)t3G?~=^Q$vxl8FIXi>
z^Q3TE9&^!p+sH<A7%!*Bq(!hLCIYTWqrCTGtl+*NB!MN*dOAw%$)J0p;OH|S+s6;W
zIjg@3F7$j6aue1S5Pn2+j2-bCnXG}OSM`_Ns9sqdeOLUga`?9rCl26da#KEj_1!;o
z7vR3ahDce<U?C<`Ct&{iMf-Yz_r5`QeYBOD&~frF2Ch=a^VOTn))zY6Ty_<ORK@6D
zRdsdw<dniU8CL?p_inkUG++JP@+zk}Gw&nhhIeJ%SXb+Hrlal@*8?6JT!2)97H=~0
zV`qnwST#$-ek`)^TUMN2(vS4G*r+Z)h)srzVBSfg3a!OYhk#6Y3XCOz5ynqFg1I!9
z$NWXx^(Si-J*}1<S08_>Gp3g&P7?OtK+5Q&bm`ct!m1|>vZw@ZQFjnpvg!(bDDxmX
zS2Wv9sFfy_WZ-J=>1wYRB${gCfdI}NTjhC(ge)$OtmF!&><(tzcphtZ5_ab8FDJg8
zcN9K8>q=NA)#v+%4zZw5Mu%^?uUja9FPX+BKt^bnVw?KZE|m^GU%J%Y(lVuqjy`<z
zi+uan->CAUtc0eG{acfrfp5Rmn>_jCSL|ba5~X_>@o&b5*;M38(Ya!}cf#O8Pk)67
zl)P7H154!vnNjxLr_@(J4{fU50SY5Bq`p^uq?#!ks=E+~w_UPJmywl(F%4o;j>)!q
zjLJ_<u+L_I@qgz(sv$3IsA7gzUNC_wn<~Fi14aYUS7)p}_{Q5kXxcF(d;%C+<3`v4
zfSrSmD)nq>A3XuIuOy<-sf<RfBMHQ;8<%36cwW{OJ!>edZ-@sBFUE+Zn@^ho4qFIa
zsgL=oCQS#!w0L#ipcqxn&|hErn{7ojkb|WV8R~&lEG9ru7G)3c7T3mJ(t=sCqW^@u
zc;BJz1T=@?_gtdl>=JeeT33|xbXH=PO(L^v(SquN=3ULGpHVcIX#j;&iPlGXH+d|c
z^|zFhK0-YTKssbAB*lj2=GjOn-^-;>llE7}VS67X{=L@vxAj3U;BLn~R=e3?STPg~
z={xAyl{<@Pjj<yg0NYed6>yW#)^8L#C<|p1Gkw#dzs}gxxxOlU`oi0vm%CXBB9wa%
zNTnrwX4XFcXjP(fEz`SimqF|Dr=q&Fl|v;UKq08b@L$+!4Q;{z2Mog4=jXq6Deh6r
zY~=`D>6{{av_wM4PCoM&W*%m}9J*M@pH<cbXLdUMl5n=$I6@({oZ#^1+zyeg+FapM
z+g)${5EigdkO6!#;bnct#DetwdQ~_X5fZj1u_rgqzat;Fyqf@r3T-;Nt^o~(RKI=*
zj>miO3^qbB5w5ZqMG7QgnQ+Z0(Q!Ei<Qnf&Qgko;CI=`1#Tj?Ag(0o?zQ-Z{VR1Ec
zm;yk33AMjo6R>ZC{=0d^D#DYKG$wC3q8lq2>O;%W_t0|~ZLh?T@_VnQW?^nFanjNo
zQV(Zx7MJ+Z($etyHCx(N_2=`6wKX8de^`#D{8%44RHXEDle%Ity|DFcM9K*ReZR)G
zJR*6VW*wABo)UOyZl8fu+Mjn1IxM|fzxxy$a6wQ6cKz;;(5S6G*4BM}YK1RzNE{Yp
zazB%m^ScU)4Jf_QZlYee22KvuxcGGm`yiCSfrm!w_0oW~FsT&0Ozp|f1Nn7D`ImDH
zE$8RIX{m+s1t-S$2WYB#zNR<?`WJ-+l|Fw_GPhTw2x0iNtn+p8&CF`s^rxn|h0eL9
z>-_w!=?@oc4)#|bKhRLeYV@SY#y`=VHyiIV)Gc(^a&?JmW#obld{`Wo^8b5hHZ)zy
zT;>rMmAR~dz8`+;+oF;<2<6$F$&zpvy7gyF;LncsnL^M*g$RLH0<ad8UCN;cG)&a!
zI)6{16l4Utc>|?NozD`BROIQU6Tbk_Jo~C~_AX4LXW=diu_@EF@pJN^pz!?RkK1QP
zC@7-$sPiPYBW}PXMfH5`bYZFG<niMk;?MQ1t~4i$g2T**N5@-TP6}V$`bE~)SJHNR
zx+Bj{(tJY{%HQf@e}8WI3@9o4+VZkB?-^ROpBRjl1xI|l`**AQrC8!+8qL>YMwcBp
z$})b&3;f85r@kE_{$<Cvohk4S5VdtF2jS)yv=SL0pBE-4RT_d5yn@PtH>&^kZ$~zD
z{TdDHl}v%Yf(v%9Qk%v<@uQ@<?d+(%7xU*TIpAPU`XRt?85<xkJGX;E;wc`q1P{#?
zMWW}}@8tlaKhKA5z45=OR#eWNVZz6kOgj)iI~%{X^|o5<{W@4<x~%B_(r3H;4|Hr`
zW#c4}em!&lIgX_^XJdP>YsurXlcOMahE*s6+@{COKtf)7*Z&F+6pN6w@yR<oJ-WL0
zO*j#cu+gE!mDRp4DcXJ4)LbT;zUoa{ObOFP_=Z9rRLm`E6%@Ppe&Y@MocKMYy{4+A
zo}clW3_h78yy@P1yID)MMOo^l?8QzEaUn{$#o5b|Q#@f4br+b*)!TB&!Mg#U)wT%y
zCvc;&TRCNVv&V)Z4KQtG@Ew;}TvWGlu?31SNYwvrnDv0L^pC7*h{-g`gU<#&VI_2h
zwN#|#xwcs^`B(cpbC^y}NIjcSs8f)<DJfYurBFXM@nvh%{)UgkQ(r&Z&t}=#3>$36
zUS7>2Pn3mk)-D63sI^!1ydePEBSsI_kAke%9B*G9nkXS)@xt`|T#wchpQU|2hoaG)
zj~|0s>6P@K8|`j?U=Tj#L>|UFT>ss89xp*bNp$1Pr9`HniH`xVIV@p6sTVEzz=1qY
z5waE>MWlFq0)uNhBIQT%P#uLKJ3I6w`dK`C07r{8Fm&UQk_@4dx=AxSOJ&NL|NQT(
zJW{?bi?MA|4u0YV%x(mSX-sat#tCF&3DF&91mN^L0*(?-vE4qjD)WvfFanOVk>sh|
z_7G_i5&`eTGYrh%9TMt5I-vWR(8N({gDpLwTMj7zqW1WzH1Omk9Xv|S^4R%{8<@u!
z(?*zk%5G~bLw)K#*(}g0IZK5(FQhIE?L|36vO8SUT%7Ni|NL54^S8JES#{X?#N6*C
zH<c$W-Syn$(Ku-`{bC<L9m2B@imz5#Eu{Bk$0`Mp{<CHr8QwOCjK_aNO^zBe`H)f3
zp}y3XEa*dSMbR-Bh`URC*e&z~I(BHu@Ia)4p$`b>axaDAKny~>hADRRF)XLqvM6Sd
zc@VAu;fBIo-Y4zE|Da&Plg5s_#`?>U<ToL#)AE_YYq4{c?uC&hOiU<b#p7T=`uIG@
zn#wPjAJd8f{~+YtxWqmJWzB+@oS+MLViYGS9<HPh9j9CyqwZ>sF^cjJ0$oY>t{?my
z-ru5)M>0mZ*ROO|5Ymoz%r~aC-%t9yFP}`;Efaj8th+5tu8ernb=~so1;?wOog1D5
zXMin|ff@Y{(l(pTE}PYkjdgl`{quFN=`geaOP(N09xqEC_@DDE7n_wSSW?RJ*bHXq
z<zuOgNQtYeXT2PABRJ~1xtp*1``yiv<^FX42R9<_pCCx_frmr!@#ck;`Ud{xvgTg5
z+ShmAJh|Q06%iIWlVSoL3p6nvTVO`1zpuWr<8}Q+D*bh>55L_n{$D=7LSL&EKR(oQ
zA5fwrQR6Wh0&7+NZLauf9nII;8r=&Euj@>FZQ1SWBtU4q6_lKrJ<CxYYvaLh{*ao~
z`vDrm1|wINq}d@H7FX+}V-eK*6lQZ!z2LOt#-SqFK`5zSRi#T!%9)KV2Pv4v5;vJG
zDcsv{#8V>*(WfyS{Y5K_Vvn)Eo7j+RHq@`agB*-|Zq5Ggm{pt=c^mJ0LXiX?rIO-z
z+SzPEjhynoQHLWg<j5dNPYZx-<V4~N4!+T9m(G%U{1`?>R1xn!fDZjd{uK{u5HN6`
z2p9!3tU0i}>qmDVo&)lrFeP;B86jF~-?4t<Zs-_#3=MO#It=_Sk+J#Z##%i8{mi60
zA2_*<2y{*?Gz9p3CzuZ<AaU(amLL7m=;S-o!ji|f7jhAog)Rc|_bA4_`HHUvk)^ID
zDyPeM%DS4no}mp1egroJYC^IxG?xHtRFAcBQnV-~j`AOcGJrM>JgrOu0rO`faueCs
zpocnEFFKD04!U%JgsN8#2tOr=7@J-alK#x--}G<yOp*Xs!(l(}FW0pi&1tNEL*T+P
zE72ptcR60axe(m&-`w9(N8cOYZyJqR8l}B<?QvdZBzwNq@2LrPejecV>GdnMJ3Oav
zhtKqGe@Us1;3vfg6CYkbZMe-38+;qD{mU)F7YVq~`We8e!M9N!@Z`_8;kCZ-8lOH>
z4e^>E8xax4wQa`YS!JGkd<*+L7wi^?Kw0pzLKXaf4X^Vj^R~lDznp{oihyRxS=E&n
zHwzo;N~Y&59lwc7-`U7}&E}$$*6_=b`kJNv>?5}G*j|Q}(5Rmt{tnnMqmarP?VeVZ
z_72@z>&N9+3vz9E3T*lFGWi6l9r@*>=p++mz`|Rjup(g#f&&{Madof^Td)QpFAk!K
z=g+#&p&)qWyITziv}PaBJ=ptJeI@4pB@B>6HO&r9@vugiVPB(#5EcOaVP7vh`QQDY
z(B8o?_y^!wsmEn{DS#a!z0HpCNZ?u)UjZ~M4$=#;ET7|8g*8Z-j6|VR&JXc%rpz>d
zCyB{dSt$r{0=)0r6;nX%C<NXxI-o=tn5fdYu)>K{3Q}D07JS^4-V~afe}IY&JQB!z
zw^DBop{*@wALRQ8_rd)X6<}~OP8PN7MTQG`eh^xd(y+gnhfO)&MpnHtK`qN8vIPbo
z-`r%O0J%B-1P_ICQ$}6VzYk}S-iwJ3LUxQ4#ucFz$wIUZEI{$R#XvUk`+4%{4C5pk
zLF(;S;05}Zv*1o7B*rAv=FomvpJaZXoMg3w^!Vomvq6kAtZV(#Rycr3rgnbwwf~T@
z$ZqL~{V0tic()Ay_mU*RF7K0vO59VzisV?V2j>Lfq&rUroUg*9-Vtb_`4iWE5k)ho
zsu%{9G^Y9_Z)?NlhquG*ox3abmg`6@*}G-huUEQMbuELZVxoTOUHYP@x1(qIN6+}X
z-hVOZ$`3qthbi?dOfT9170|&GKGRFV{lxZ^V-f#->P8(jq&_)S08&munY8+1#q{4T
z^i@lH?*9~7g(Y;k9w@OLvi7uc7j|Cp?cu}`xTS=7t|7y)Uy|zxhZ$UcP`V~W&w8=*
zrLpbVOc3?2Z1)rAXoahP;V(OWMf#UtWBN7RSHF6d#WTGz=o*sUm%MWh^=uk)_%re=
z#xLsW(U*F%Dua}u$8;7gHIy@kY6@Wb!2hPL?jSXQkTH%3)%+l?@OsRQ4wtECG>GnX
zH+SA;l)MAs*sr4x!fA3+PG|AsTT7i|m&5|aGPEZiz)cPxzjA)Ja-VQ;l=HQ`obo=W
z_R!Vj>%jBrj=OJK&j_of*Vmaj=KlQt^5#wcqRUP(Z|(O0iMzm(_E=@j;)Xr{p&amM
zEtfEpm`mEC|K1-mZW;8fZixP>*e>O2Z|+w*F5uDtupj7qfR<)D9Ee75lNvd7!VYOq
z7Wd-rxaGM)4bgvQTuIeNbq%q3m3beR_BNLY?Jmg^VQ;}l$0TA22}o{cy=59b7Sp4O
zS(b09^*+h(#&sEE5RJ*B|52G<)x6>c6izn{Cw<`5^?L4mzl#eBoijE`&q=8&Z?&)r
zo>*R@qQv?he<bm5CV=#1#}5_230GobV_suWjNc_E5a6cf-+obBDe;J3EXh<dK1rB6
zzZ%-Y$JJH8z6k8Tx{-(hC2%)9<E_KEb<vBt9YZVRe*iV5c`QX^y8ASPABE$P%cOWf
zXMduUYKItln}D(YPxqdZ0qIyzcXTg1th(QH*1=Gy^)>{&V8xH~=t>eoVCVrr^d$pH
zYJDwZM_pxQk2Xvr)!-A!D@$xK|F=?p{0Jb)v<)qN0K+7(0v9qQKxqJ(l#qzXEw3}c
z81usM7+UC~HAE`xxT3copsHx_tN&{ZDaQgc^+&w~Llj6Kph0|MvA@H~@UffmvhI-{
zUp^RzSy`sWeLSUBmNohbuu5fp>7}@Z!9Wj}pcC*d0#h&q>O}WmQl&8zKJV!!$MngW
zLmm;S_zXDOa{)XB^Az5?8CEcrVk}U?wGbo4%vgxV(}_yPv2=WLbj)y=wV0b(@%+aR
z8LkWPq{nSAaU$G?ZuDyN*`!@E+Kr;u{}`H6Bq&(KIM3}D=0ONfSkF>*t%$`ylp(@~
z0#JystZ*VC<yrdf?tWq6GEpN5Bbr|$8Ysyi;s$)tWfjPkuOYrAwjaywCBOI)VspJZ
zul(RnoA8GMz0C&qDn=t&_01#|sAZTxGlpq<#D~6Oe45aRVhm-zdE5sm8SBFd-?|}!
zFd|h7*s*H|t<IRJtXs(}Z1*h#6Z;SV0k)jUL5K8;R7)`gJaV^{+Eb@2x+A6MSRdTT
z2!1{!1;a4kNvE5S=ZgVJ<0sI$fD~+QZc(5?dBL8L>`$%D7XH>mm2e{Z1VB;j0zNkY
zRjWjEEyarjY@jJeTEY|zCqiSZdBT+8jOvI<J}5jX8XvFWcK>mKhM%4RnRC+P-;fX>
zuw38NAfP<pQ4`KlicyHcLMT|UTg(G~M?gqv9~X9~w1zEdP+yV76?y=!Dhbw4qmvf@
zSI7{$8$i2!<>APVhv<}O93R|5l%Bq^QbQY;3Wz9gE85O1sfo$MMcdm8`T3o5b3>Dp
zTkqawWO<IQbWK)QzZc)=4Bjy>_}(R9MZR^mzmita<9>}yKIfvG4}GWn&Zd(cd|^J?
zuW|qE<inno=~WG#dnb58Nj%hDfWO-~X=s(q1=DDZk88|gfzW?8R*sA8ZVQL)dnPh{
z!MnE}aVPpj8WyTqO<4GWk`);=25F)N`7IN?x@jq~qHzOHLLNPQhrVa1rSlu;6N|`A
zYofd!I1<Ca(taj>AVo)=ADy<|j+~$V+(O$6Naq0gz+u+=@<iF2#l7FZdARj1s86V?
zpIE2o9W?yJ#f;4tKDhVWW1Aem(3yOjAsK}{m=YXUtfVrziDv?y@@k{L*XF=9%YUl3
z8Ak9R*&~mbqtLKDKYs^9RJ!l8jY3(jlFXkpoKwv|Zw2nKR)8yL-jlzWHirs$8TIN|
zOVUDw`|lFV_+m7Ov^+qi=KnPl$Z_8RG2lJ<-qKkjN8sBB{tI#Ey$rd@7*~wXm?kSv
zTM)2;#KwgR#M~xscD<KC^P~ULp$0#nwEJ?Q4W<-gIy;CQ_rl2E(|mhebspRgJL7~6
zj-9yUX^zg#5iB87mcRodY(3oazVS&((`WYph;vspmo_W*qH_aX0_*M-ml(g%K77cm
zuu`HXr?8+t2d~e6uYFabt*o}I&9_T?YF``H6WP}CfK~w}LxhYeNz%xGm4l`t__?|!
z3m!hWQii4CVwu<57l_`|A%bC$E4<bS4}YMk76F??$3DZof>rRsiJpJXC(ks6)xz73
z<W7xByXJ?Tf*#)tF1zxQI4qHW8N-qs_yTIqFuB09bej8fGJ!|$`sQoZfHx|hMMbO5
zrC$ex0@Q?tHv0ES{73Ru<tP?fzHjQ8a4s&ab`NoBL8TB)qOWD%SN$>&QU-OW4s43W
z&POw=WOh~$bp85eA`$UBd7|uX;7h;;=TyTxjLwb7&2Q%@Xk*X4u*HcAZV{I=FDb1_
zwUYnOc-!bs{_k+!-*u3LVHta+<_c415I#B7eM`<ganWRw2t^a%idgHIa0Bv!uk!A&
zZ*$4xqbuQ^%TCWv4Z?I#7(sRr6g2yzkuW$?m_E``x|=}icv_V(Go71$d|FypuOqOV
z)?JkZEG}`vFizlj7jXO5ix$9uhPhH+>{wiCTbg+V!B@b>Q6?x@&Q33qQn6&V4F(Q8
zM{r<UH1v>+7CHsx-FbUXEg{^C_AsN_Y)Fc1d%FfjBWK1g=11cQ4B}WKI`SAUOhWzo
z%g8E+O2PJe<IKLIu-3xOnHZXG0exqBT5D*BF5(2w=?P4<^f4NsyC5*tHZJwrt>ZO%
zO2w(2%wK&Q2@b&WIf;NJa#29q50ohDbtlyKn@1lv(|-61{y@PIlQH|Q@?v+@8TxQx
zc0A-F?B-=GzckA&N+<zNWhN_h1eflVzQV~Z%>c`yNgPSR!m^$lXizHBZO`A=f!Q4T
zo(p|r{P~ix3f14zAL9G<T^S2sQ5Jhn7RzIs%xt@?vR4Xn$c9%XhX>2W{87z1e@0u6
ze>^<ms-;nkm;9`qoGNDLAt`Ey7yC#Pizqcfoq0Sqr5<z$ZNpuj5<l}2goMZ0v6VjY
z_}ag1amJF4^?1%Bt4vLbKjQs&7x54xRHp|3laH&hfl~htv(+BJ>Q7aw(MXQ*IR6_f
z;ZB%m5K&eDd<P$(A!OVL&@U+JK0in9Cnh7?^J5^uBr!f#D}^0mf+Cvs!b4*UDXSNL
z0nA?pG;e|F_pz_96y7;MrUX1V8~gcZljKntgWF{2h0Cx_0r{SXWfK{?fCv0^?{q$A
zFYJpbkcqgjrF)*N4B*FcSW_H@8lRl7Ihc@}K%AMMpOF-Guh4e&=C$4J7qJtr$`%0}
zmvZ7#x@t61+&o8nJajx56#X=V`R&oW#k2%Cb=ij9lQi=d&K%FFcRvUH(Mu7f+WR}h
z83Ucpe|C58`M&>KQ*#OUx%j|{n)U)m!D3loMQkWPu)2CQUo_btI<3DQxvYG#lZleN
zHT%B9(Uv&$<nah{Z%-S9Yg<vkH^j>vk36expZd7i_Hq7>m6P`K*@t*Cf2#zwVc16U
zAK^DLH3`~!q=)S$@$=f3oiv}fba%g~>h7wlx_WhiS^-9y==-ZfrUbk&k$n1y5QIXM
zRn&Nj6%^Y4N8wsq^AEUN1!%o~z;AaECk%jkKK~)bJ2mB*RabTYM>f1jOg;WRavwAF
z+Tqr(5wt69aV5;f!?R%xsiQ>O)_N^%G!*73r&CLsQB!z$n~0m-VZ;&HyFiZ7@7q6u
zqf?BD^O1El)OQJgE<_oy*qf2r+`p+M5&^R8y<^<rXY7C24szYMsKmdKSKpBD0W7xN
zxDsrrHoEb<#s(ttXyx{9(v|M*;fwvw3|2Mzg%a@LH~OZ{B6`KCvAWSDr<23z0)g`i
zU5W`2nyCix-_E-T7lJE99wSNRCa=H1&!&#x6vJbhh@tc3@MM@yq@ev_`;Bu)n?oKw
zQ^P?CHF}S2f-lX<zmp0l;=J(zUU>|M*$kF8<(x!Ia#K)KU$b^p$U@kHsEfcD8*n9P
zs<BZTU&ywdb1i|*+Tszo$^~1e{pE(X_cOxa>k4nrQCAP8gTnIK-i-ddza=+$>+M_D
z9=nDeQv7q*o`*2T;IV+af9e{pzpPxUNWMQ^@jNiH#dmxW{muY3I3wSQLC`d*Q_*`3
ztJ17+sZw76hiDGh1c^knC4D*xTV6&7eB)EQ3+LAUqXysvSG!i3r;-m;b+h1&4^YRI
z*U+_r#n1gaoE+fCYnF*O_3d;Uo(q1q&j_e98M_N><9_v2C|c0eh4*3q32p?s(nw2)
z=Oh?dQT4$EG>3wnX?~}ZhI99ei5D*4@zOI4%Gb&!E1g5%k5UWYAoIuIUBjOJAKtf+
zfiY!HWry%))>44mF|jWCZ`^|$LUEwSY+zggz={chtn-rfz(V%7ZZra5e^3Mt2wH>?
zg?h)%`f}1L*cpAOSb#jOPSPh_p9Qdf65y;fLJuVvQasj?_CiPO_bV+KZ6p$(<z(IN
z`v3*f8Vr4T?DrT*2GcKLDg6pFYe(N2i65^XMS^6G;knVcYyK!D@LLYdIam2Viq^dK
z$VduP2XhSKJb4~7j1C3t0Msia>JqrS$*_H>6&<&kA_ZDrAY_A(1&hei!3_N%<#M$s
zxh+T0_E?~Gj%^<$e6-2)5aIQI`g!MDlm|WTDV-Gq%!&*&-~vv75yLn{ik~tTa9}N#
zvz{mW3G)|L-F~t>nidy^Of5mjVllZwvZz5=dgK)h`+JFeanS-X@jwJFD;<{J`d@CV
znH2>(j0Uc<vM8OI%(5lS8drK$CIaSZ5&pK8VsI~9j_#bx`OO{r&W=@Z+&Ox8x>*t|
zl40WE{p7n65xN;z!TIrj9G!JklYbwEVH+@V1L@iZ5+bE^Zloxnbf?lKNQl&eR6t4;
z1ZfEg5tWiIQIHU%krYsAkR03l{N8gs{^e26*q(jApU-_?*Ry2xT2U}t{VMxMe=_i$
zRr}pJoU-Y2H>jw%mSG=*EYW6Y;E1__HIc7lRlB67EYc-u^&xUs7Tcj$H{X}xvdv&%
zzx8B~;(5~7-ze#xnLH?@xr`PFB8<Pk1JuXd-S~|Sr@)IeEZkKSxTnuCd~sJj5{QYY
z|Aav!z^mY}%8D<nZnmxd^w!%dhO8C&S2yyroBd>nZ-f2hO4Xm~w;M{Le?!=UoA+nz
zvwdki&n`-Y-R+_U-wg2=zOVQK>H<CxU)zynti^j_EI3D0<;^<hTO9l*a+jgpRED}>
zMEHPJLD%VHuwBY!+J6s8HS32S;ZbR;mAGujSC3V06P{~}M(F=~U@-jrMiw}~S}|^I
zEw2y?-UWEeq7sGfT3PL%t5g?&Dwp@+jYN$~VPA~%xue8!`0d3X?CwJiDW3_g?d5>K
z=wARV7bnAj$nS1nvG*KySlFGqo(GI6!SNe;b<k}_NwOvq4xbSx7EL|nxvXd0QY`v2
z{e{&pA=|oiU+XVVt9trkb_9U_HMd@8>iUk@fiLNi3chKgVAIgN9wmTPD;$4jd$0O$
z2;*(Fe1(XQ9}}7U+Vk^>q|NCC1cJO76zTi!)!Ua(-Ci7(x`pV9$kW8ZU$@T8x6b{P
zUzmfE<11$VJoZxjnL!1)C>rGh4+Au6Bm~s@SpQ2~+^f!+E2p5x-(Ry5C^DZFHQaai
z3~=W%8@IL?v3|aAQxYD_$N9Ly<2taBHN}CH1ENDh9TyS%^tMKRYilt7@P0z^ZTZ{t
z$%G8>AJfyzSxQD)+DQLxHlY)=k$K|X>xwF!a47E5X7sq{ivT7EovY8@?b}kZjZ~z+
za}HY5HdAX>Dt44-Kzx|#6x%W~{8w8;%{}^C_wV1n9PTn3+wI^F!~a607#XXU@I=-$
z*hKd4t#g_B)9LxxM-;Hzs@d*S(ScEU-uLmn&f-#NJ8Lyf3D0l4RwLYhq*8F0L8(SJ
zw^tdaD&6<i+9<VXs<Ld|c@AYh`tyT<mdA5<XR~57sg}J<5c#aBLSF@*5S5I>)Rx`c
ze8(a(UEVKwQhAAJv{`ZYYnKzNHf$$y&~EM%UE<AU`9e@7^4UqnR~P~p(%i=uKo8v%
zL{SMwhcN0t{#u0MMM+bivra{0)B*CyJtzsUDY<xrOog2hRZHz!J2V$145E{g2IJ-!
zjNkxLpCe)O(8dkY87-Z~0r7}`#(n4YYqPRj`w-OkY&nSdl`I-66#UV*9ssWeOyfGp
zlx`e$gHTN(Epj$?Sz4PmC$<yTctSwCXdQlb_kD^<u;wJtL)H;7sDF$%tPvWVY+4Xa
z=>r;R*i<!vN?Qmo+5f)dwg^c>p(>j5KU=94l&>Ix65?Fz9<3O(7n3UN_8MzOj{m4P
zfvbkJfuNM`_hPm!frq8KHCyIA8w%rHETG;2{;Dl)^Q}<xElxG3amG$Ji{f4hy4zH>
zxbkoPqrzn``b1WQrRkY_oYQU=E;UB>UIapP7J&^46ri;L*BlhQfu(!#H(y$aiisw2
z|I%_|I*WdK#sCgeQszAdu#0q@Ru$GbHs}*={FzXykHe|-6hsK`XcrlCKeqHJKLfmp
zStWJp6EDr=?93Sp-*W;p@W;|G7#cB15Ey3jRtq^NI9<&#?-AhaJhi_VeFCTotWNX#
zA-gb3z)qsOh$x9~9bbe(Jb+h*m7mfFry$#ZjuC+E@muyPQid8OJdD({=}gXdQtE=q
zQ+DBxq3a0I<XBO@gajt}VRb;!xJ>lqQsn^acbQ6*6eh@yXtHp0mQ#1Yba0=c_zuqu
zg0#o=0Q(aI={(_X3DHj+ug^^$WTI|BHIY3MUnUY-<XV3HT+5=kH1_pwE9VQHKqr~B
zHLXj~osh*+4$m8p01*#CLVH}piGRv9*50~g0K)PDH`o;W!ho;^j^>^Da-@-(pq6?C
zBIzu#O@Awj$AW#583_+^w7-SdK1_84Z&QJ$kO?UevXR|jaY8fQK2SWN<tl|Y{;H|s
ztss!2{pxD`-n5bYw7P?|x?B6=ve!z_eSH(>?JKpka!eoc9vna|mEYSqL-x3{I=}q3
z^=Fcfz-@tR;|GSFY4F>-J!n-l`QPTI1Uy0HGa6tU%#V&Xz__4GVF}A5Z;{~D_7BsJ
zKGy`H{!ISi(mty4oKG44IvpiotrXNd^`Pv!n-X^YyW97Qe{;(Dt=^sTk;0ouLkK1;
zi=e&TUB-K;w(!ssiPfUigtza?<<HjvU&F*?{?IpcR@MhbrtDA6mRz6!#2PH2!^0yB
z&&{)~AU`B8KPWGo%BO8R`{3aVXQvL3<(A4rIA1Kq760g=3eWh0@S$*-@bVUlCz!9)
z3<7H$OzUf3kayiCf_F%y!$JPiGS4-;6EA~W==+2pBGL)cRry_CXPvaIs55>KdW8AS
zv`|1P-%|64LPZ{F7!6S!E`H0S&jowLzvVl3M9D?d`ZiEOauJ)i2?(Gs>*MHW<CrZj
zC9Q>H=P7lk9?R}LWSx;#lS8rGJ-<6k`o2w^`yH0-K|49B07JAYh3#*R?mbKa#sYCt
zJ-_d`-&s&chlfX<9Zi36%*!YJ$~A^d4P%8&0fD!qDE*4<i-Xrch@qZ8<<;wE=GA|g
zq06f`%Ev!=U!AG^XrIg&y;Y0b$j^BxJ2-rwYa*BZV038W-F(PeEt&@8{QlJzE}}Ni
zsy};aua8>u&QpW6&%y(HYZDbeLh607ezQU<(C^!ceEm;_+%=!m!MPtqDc;zpdLTJB
zv+Rdjck=Ne3~kjP%+CkLgAYNT_wS^RJx*J<VyXN!<r49s?acpC0M>cvn!-Im@tc!B
zEwt}^TKFYl^{M;QdCQvU$s6%FMD63Bd9N<^H>W?zJh^iE>xA=Ruj<h<W0>eY5kDKL
z2}AdOOtzzX7o~K-<Tcf{A1W?hI}Se@hF3!LC#5T@xpb9H0=OjA&bpRMiCuA<5%#(v
z=C^cp?s|Fp+;w*Gk#u#4DWk5qbP>J6sxgX0L|h0)JZp$}=7s2h(Ww&Xg~>GSm?89B
z<4s@*8PAh{I^Tl-1N%qN7ALf;BK5dR_AM(wKfHp2v|VlmsV>G7rb>!Vo~4%r8QyYp
z4GS@M%ai2!prxU9T@k`IzP<+R?<d_>s^|Vx`Bdi+^dz683@7XE_^YZDxGKc1Q&@A-
z#VmD+$&XA<<_`>8-Xy#O;~5_~I!?2tU5T;vGtm?_mn}y<*C_!dFOmx`b0k!<LWJx9
zwlsGVw($ujl_~~`F2KK-;}gIvU4qO|PJssj#|Io}g5mdIF&ODWjU^5c8UB?S>IAc+
zoZJUIgGMK@=`LOx`?k9gz}Zv*yGVi+Q9<fg!vXniY7#4ynGA3%`p}TG0Wf$Kf9vqN
zX&fQB={I688~Y51rFw7@!3j*6s#ZFK;5}HOthS1xHaoY#CpPgEqbmZ@#L;{;by3l5
zc*4jBqu^$4x`70!e&SO-{e)YFiG~CEL*oVRw*!7-s{QIKzg@o;^g;HZ>jSYGAcx&P
zaBLMahPQ*vFm_asV`>pN5L%j8_=4{|%gL}q0s@Fj?eE8)x$I;9n+X)8_}u-vkb9Wk
zXL=G#E6?0MHG%yp-!d;y2w;;|u5q2yow3Vqm>Mv&BJa_#08ugqzjK^Uy0#CsVMp0&
z3&dI%eu~-cUSN{Psz_%XfMu{JKbksmG~L5YQWwjB)!PTLxk^N4p?#zR_m^n?3eXC}
zo>KwZwOR)}Vy#`~Tcmrg2;}a)z4(8x5e)i(ilOb=V7vSrc~1Jk1cxXcvJ}pjNXeH-
ze)TOy?G=y8D=xKGg|G(?55LS`n`}(Q0*z8L%dx^Ml@k3@-@f+i-x)BtdHc?71N~ci
zH<Rw%PPp?lMgQ^Ro5@MH5<3K)tiTJmDG9txB$Tq!b$K~ubqVEb62e?i?Jys&FuO2|
zyCDu<Q33U(rBx1&v(qq=vroXIrw6dlpH#|1jNG5E{P=Yd{;;}Rt8!~g#_-$2urT0@
zSp5A#IQ7aqHurz?`Z)*mm0MKlQfn^|KbzbUymHA4(|NZ3TuFB{Xa&Y;Nw6C!fOGeZ
z^06h7hl3p^vb}kTGAj>czKoS1br;2%P%d8Ti*8K3hyC#O=kkM1;5KMtT~^9qTcian
zf5xnhf0|p5CMz-=HE?hqq}Edt!Mi?ZQdJcjy~T04bJWBXOq&A(f8>pl_=*h8=zHdr
z4Hs;f9JA|)lGR0*uG@xp<t(-Zqhp39O|)VVR?PVv7Z(waBarJfPPBxYmwLMoP+U~~
zg(=SlrXf41OFw_;9!d1r?A~W)x7t+M*)u7Z2osl4Ulw}HBDSMPiq`_9?`Vp6fa|~L
z%YnOJs1z=q?yu9q88+~K==`^D#I70%?=DTN)s)YhPJ1^i=0<B4`^`UgWQXqXYoRx7
zIG0Tk^MW5<B7T<9HNjADa@O2)Xdcgj=}hD1b#9HzqAh9Qr9Xq>+%+%J9mS6)61Fs!
zocyKYCWZ2b$9N)HnV}6k8A0GhKRavAl$F&p#M9$FvQ&N?B7?j|1e?f5_z7h9#_z%M
z;(3iRUGL6N9MBNm{iz$$iH-btxDp*qf%ah?ES`(BX(Zf!TK4Oaz&|UWC5i)H!7c!Q
zO`6<;)v3y?1BEha>rS-jegoU7{G&EL*y^uw8D`jeCpz>Dt!TaZuLcM^_bwvp&0GQd
zmf3Vs@TWb-q4ClSp9>BAPxJ4~-#3os!pd~pD@SK#&m@w67LDe>@y644N9wt~W+uHp
zF(j+;oJE<Qr#1zKz7HRtNu)@mjl;~n1Ej^z0_`YJM<O^agRy~Y6f6&YPP}EL>!;Co
z|L{5N@Z0VDQ3yKZh6ihSa%ihpnJns@n}Det1}EhgCgp}Yjx=l)%qw!l-=g*l4OC2S
zaZ76LKlqnWO3l3n+C|<pl_{y<N1hbc#VetqyINsUrZ#?&CUNq@O_v4KcPxU!{Iwqx
zDD#uEFyu3_u1Hs}{**4MnqLTzivmb}2z>&Iaw0~jI7+J?H~M|m+9f9*!17$`W~m6>
zut}ySz8Djs<6~VUVZ7*6i?cr-x9D%2&K&dqxddc!nBy|FGer#4D1dei2-0g_C!{(M
zu+aZ+)b?X(qnuW?>XgNG_@005B_di*<E8rmGCNf#?2qjtVp+5C6x>fk8@0#~_ZjE~
zrk_T05El`k{iW#LXb;K&2{OF<0^zY{M<|21dZq3_P9o?A8oSV!%lknB%&04cOFigv
zLEysA-Ny{oRi}u;-MBl2?nD#8tI@m6NJfCz1tG-c-9-Y2d}+fZB%a_T4jE;FsMZ#a
z1Dh8j{Wckxi>QLMG6qj*VjN3KyvM9aR0UK|0Z*K^<TU`60~9G9#5>((hbJZYw+oHC
zib7XRfs!1oB1RXuvLs_7l*zj=LHK5c+<`m$5>1v*xLyR3TtNgs#3REU6v#;R{IVN|
zW{$vry2JD(VC}&njIKIEwW&^Mg7|)&a`d2+Jg<s;n5p2NznF>Z4ZE<>%6V7VZL-j6
zzwq96w!w1#)7!0J&u05x`x+vXWyq(it^bhL?HmgmNj1Qq@rG5ti}%_RTSjaG0(v9w
zwcThIVswvQLHg6LB=anM@}cD6%8I5^UIv9F8mK@C)O3h^Qoh9R+aaAq{zZ(2sJ1NZ
zVz{-nm$Y^%d}UL_+QWNwj=(%UfuM)BxiSlzh?niM4s$A&>wWl)JGqZ#8?eSJ&4%l(
z4%`3O8o+4H+*^HUQF<7W9*5x-&CZCf^RTpbF~#(%>@WLTzcWu20crR{-9U8EW6RrI
ze$5XW*rqM89k8Z}TH?3RWI0>+vHGU4zWi@Bt<xV`gZW5NAxDnu?pQ2o^Z0WLx$ZCV
zyGvxVN2ve(sE7O86a9_ZC-Ee?WyB1};Wrt^;D>*`wl_Yk{IE&Yzn96j@!}d}-8b|f
z$BTcg-bmJ=W+&_JapRKTqH&94m`a#1qar@t&oH2&wA|Jd8k}jutLo(p?*w2-$PbU!
zs1jS@*I7Hzt85!WBot48CV&^@EOxuCULYLn*Rl~azziJC1&F}->-V((^&7B-wIrYY
z*#64_9MEN<jrV4`Ec;T6R!sa!r_W7!sjqqh{S;o#Zn&J>vt1)z2$5n9&@V9lTak{S
zI2xIg{ZZ6D`BQy%zI6n4$?Z@p27EBit}HUNuwb7RDEVz?>B<FN(f91<&OA?76MHXu
zsa$Mj$nioPgf}lNnUp}z(yG_0iq{?_Q70kUUl<oFWi`7aa%!0vc$_ImCz=ZG=XA@Q
zD)-dL835ZzWB5HA(qLKKpQe6AAjUNN76l<Z4jaR0PN=RRtWI=(Q}8Ehvc`0pCCy7L
z!XsJZ@z;5ErotaP2Upehckz`^+04)urJ&%xkARbtfe>s-Fu8-t8V>x^dZAz7J-Q=Q
z28Pp0M)yMMkqxK7U{LY20|j9af(w)>p+8-ds>DO+G$~LJI)SUL@-l|nNNr%$-^6{(
zu!dlA`L!7{J;0}u`~AB)XbnVpkFKr+pa9Os5b6CW)9w(#v`I9N?^fGTYT^hTlnija
zyZ9%!mgqa@P;e&Asc58Pxj!Yo;I1q%(FLJOokI6u;{J5H@LU4th#4*d)A*Q%Y}9#5
zQ^ftoD~>`HPBc<5u~i_TJ}Q9<c~}7w+f5(2qHCeQ9g&oa@f6Y+0%YUm&|>_p4wxd$
zEZN&z_)SoT&3DC1O!dsFPTJok1*E@<IXmgF!^>%2yIWo^<M=GHuKQUqmh)kmUMKD?
z_x6z>P;x3|U^sw5>7h@YpxOor+z(d-KmjV?(r?#Bn*!dQ?(M~f+GR6vB*>Ozd&|^$
z)zx_i?sM<&8;5G1RwNIJXjb!5xdxT*aOkYD<zg3)MHHh0GGBCWY6>89-*_V-u~2JN
zE(;0*payhcTF8y2N)alJ5ZhFRgO0!dOn&5@P+s5E3C_9P2s9Vspqe;w3BkH&^A@x^
z{%5{)L~vgRRZ&@$!6HIYm4Z%F8+n<IfTdshuiV87!M_y%0n^&Kn4Uyzhpf+66W~G3
zmbdrc4B+@~%V)H7J${#Z$TK1ay9lMRSdAuvJKcKp7bz8&=m?3i;ijJ&ls;9nIe1N-
z(Zv8bfSvCDf?uyBoPAix6m(CsXedKdcd2tf&MkA@Y&1w11dAXxx;lGmSjD$AgF>B7
zxn0gF5^98`?nqrh!+^P4(1x<+yIVztG)yTEfPnoo7zXIjaZ=wFe;p~*s}{q@9>T#M
z#P$x#fX9}1TvN3$RVy5uuMjc}`0=}xf_fuoy;<3Unr1NL($O@RT~Hp<vdgbM=D2GV
z*tMrHLw4Ca022)kF6D5swJfCE+a4Z8+TJ{sDnQ=OZ&Ophpv_Pd24n!#{cld_9N@P(
zH8z27yx_lF4<s=fIA5R_jD+`Saz3?Sym7VsR^o5Y0whisNYq3!5kSzMpX!5@PLg|P
z9shpd|9Zdp%aetM7II3)+>HQ3K(Q=Y65?-FHR$?!Vi*-~+({{Hjcj^N<p(=}<Kjz8
zm3CoP3unrU0H55$etX+tXJ>(zf0`T7U^w?K<<3l>NQhoWs_%oZOzfakuo2A&GjC`|
zmdeA2dlNmZ>UTfMd<=isM=JmXBG}>alpLj>typmIfy&S67HI|VqMkfaDxlKUi13@e
zU<rYTlp%8t^mC?u3jJ5~S|#IF6X#p+`#gPHzXi2BnX3!-tZ(aykT+P@R`<!R7RbDJ
z;S$V8$tzNTOv-V0gJ@Ck*S5}0N4f?&Y;U7DR`k12{83cxOf%JYq7+p~H(5lXaTp?z
zC4h4ntIJMJkmg6U>B9R;_dJ|K!XsQ>H~h_O3utthEUVnEsrcjP!|CD8x3iOz&FT26
z^}e-zfX{W3^JK`{oSF#9dEI9=%<CHZ8du5$BW%*bzS6r!E_$GL&woD1WiG;}jz6bb
zB**p+>ixfQpWf8JK9?%kZQT_g=pmJ>JkVt^th4kyE?DP<$akO4zc1k&6jAE~7Z;Y2
zlfR;A@)7)zk05GchRSEl8@q`#H3O0B`XWUN(h3KUAFVtd_5biL#Ki`C_u8we`k`aq
z7chHAHTAQj!<hb5_oRr>5Z&EwT96d~1x{<I>6lGf(6+$=q{v(w|7eo6`NsS^#$@Yo
z8bdxc@3W&`>Whn)aaSb5R6XPIPdb<AS|3w#x~#LDroO}v(od<g7LU<1XO|0pH*ZLH
zJ}-#b(sE+u|21zGH*Z#czhCpdz!7K&FmJ8C$*Dsw16TC>XUJg9sFgSdK(=9gbHMVc
zRSeSA$sc!%kM#}HQz$GY{=SxvW|V<RfZYSnh&RGlS_PC$b6(nK<`oYNR(|W-UsYJe
zP%$<cshj0@ize`LYOnsO3w#6Y@8u{36Jm%{Q&s)5SDZH}V<gcU%p{W6YXR-s^0npT
zH2p+kHb$cZN-&XjV%&ONsU3sE*bSqh_C}f49fc9BTxu~d1v6-fi=AkHc$Xlw8>Rth
zHXA$8Egbj&swm(h$pt7kQ%`8HTqiV|NcGDoGVl&;L(!r2G?BnYuxyoHvI7Rd(sqA{
zP<1+Jt?`H^2*O=R9g8$NMg;;Rj$GoFZz40D6^Md<CpQ)jQx5;NC-eK?BG+CeM%%0+
zG+jFj>qd;Sm95xo(ifOav}r_FK%jIe-Uv_7qh-3uXkHduVJgs_zTziRrd{SDQu?CA
z{Raoz@!vP@%C>_m;P}L2NrQp=sScFs&i4-*)CLxgP**dkq{x5fBGxb0Q~t+0$;CS1
zDBnS{SlHnhq@tom2RIth@`c8qzJqgW#83ln=nTj(@w<sviQpApNF1=F*CbITFEj{r
z5PCwXi;#`b7<lg@4Q==$BV{(uwTHB}aHN2pbtiW72S)h|>~>K^=3+y=ZFNq19XrrI
zfW;sM!v~qs@W-EgY1S*`^eN$tq9oI>=r{onXFC?M|1oF{cJ*PNlnlu^VDmR|>NilY
z6&WiQF)dCh>tpJRucrxTwBLIFEm^SnPl#cKB)UOSMoon8Kjh-FDHk!774d?XCxe&o
z6$@83Hy(u57EAik<tG9J@~9vJ(nZV6_%!xc&-gQP*)!7FqmfC2bF8~C*B`Hg!|dI$
zpHBcjSCw0L+kBYMdw%e98E$^b!Pzq5Z_(gTb?LG1*VSZOn7FY&c0Dc`2#QDYzQ7<U
zeoOH14-f9#nfu6?{4#B-v1PyiZtTt&fKg!LWKS4qo(9>L6@MDjYm*KMlKitrQy*2=
z?8bT;*~r`#$&9m_`>`Tvto5+Ot_Kx33|OF^Wd=XX4Dq=2PG|;?fs+fGy3h>X-Z*!y
z7z_o|XGYc3-??+jNcfkVy?X&oqiMgHrDK_%8dGUQq#>HyJPG5d5O&Q@ZYI?SR2g%Y
zaq@joAtyI@Co^c&4ET9#Q2CwUP2oSyZ7i<2?1BY(S#fhUmqwW{7q*0c+?3p7oAV=J
zV?X#z%Efdovu)zrU0fZ9zpj*hMB}kefl+TghUkBpSslkQs;`|cDhY|T^q}=vl8`Nn
zG)<do5W=0fJEJD=uJ4^|S@<0hB~#L6Gc(_AL*KqS4<J#}0N?Z^;z%py+u8TnT}cep
z5E?qUaJ8SZ>=ODh)*m}6x7!^IjmZhz)fJ4{vwW@{@nv!^g~3X_S&(FGu#5$uaZQgh
z4%gw(wBE3t$uLF`@FDEDk)U<5enO+Ha!r17m<bSBv<e*q4Zntcn45K5_8!a)P~8wy
z=^<TjE|Z*Th|vOAOT5(|P+2a3VnT0TlY(}VDX0I2whW6S>%sa!9!6q;X>z70=u^PI
zp=W&;Rcp}^t(8_V(h_bD#sr|iybmpsquv)$rA_ddZ~bk)tz~~4cJFQ49<21KbKr3T
z6+1i<1Gs`{FdB<eGA&5qt?q{y6-C{$#*ume4$0tLm-fwJKSDa_-`o0?M-Pr~c^^M%
z3$$M7R7GIaKS+!>3{L)G23X%qdG#be*DbSHKbCr!tNA@7;>p$c>^R`JTOYJuo7+XZ
z0;azoeyD>Y$Zm9fLv4#ndr~JXp|#)J;G3u3&_r*UrM3`z>}QwwE+Q&v5CK@+)SuMm
z)Y&SydLi14&;;P=(uTV3I3<fB685FC$k7~R9Bb0?1tKESOubEv0I;!<5CWM>YnG#>
z0iy`{vWj??ueuRwEE*>Q!m~0gBcOOFRQLoX9rIWe+Oi6baiLr~!UBn?+Zxbr;H1q@
zjP@WE2>+*v|5NJ{9Qs6A)tvGERZ;OwapXAQMPm{cihXnGhx6lxu1i!W_yd^N5SmCy
z#O?fpw!;Icv@K(L1g4mWU@oMBxMi^F>K$KxeCG)uGUW%pDEjfP?i8W$^)K9%tLl5s
zB+5#L|4?|U63FjP5PZ)U+lH|YG-k;-o7q2V@l1vUV;RKpK0#O5Ed$KFu1isizJ2n$
zv=BHU<+LBZ2J<7K<l7XV5)rDWG+F3Sz`5>?^8^<oufG=>$IC(DY5qL=x=?hM*pD`f
zrgEl8cCt4`19@m75>P~eI-47#n#sUb8T0u|N)v|l#Y0Etctm4&JwRUD1)KEWglO)@
zcjs@C{nf}w)gq2XnxX$d2fFH^-LOU8ETE#YjF7!ILpOvT9GCCX|2#6{=d<xaHfTro
zaC_q4&hIm(50N$d{FVU?SKBjA;*;dHoi>GJRqi=c8pG%l?1O*QyvaSGS!DDh(=^CL
zzZ#_BJl(y&hN#Jsx1*tW=5#ZQ)InaNyVaSv-^I{-{S0ka@emC5vG{qgCpM?=K@<3;
z!<Ij(6Cu%8Rz>;;?FkNC8`x|ucL0F9ZMO^PYjS?jxGjHNUOqZLdjgBto$)-GQ)SX5
z_<DdJw6=f9o$wb;<RTk2z7<zAVsD&EO&4d4{q#gLr^Vxj1LVXxu@lCgM(EIA0~rI?
z1$&*}d38bg;>dlUsA&u9=hNtclA(nslJ8yr<i4EHx)_-r@0!f1Z*P7|`ulsD{3v)2
zYp+gDNqpa~223b52C2vPh<`fgt!Gc31-s12Dz=QGoi?`Y|NgP_`Y|k580fk+Z-a#Y
z$dEI?WInU^WS^Pt7Vd)n`z5inw02XIQB#537tK!wRP<%-`=@)fs7WP7Emfa*m6(O*
z*?QI3bku(J&bw|L-kQfZZGjoBk9~uR1t*~pi2pg%EY%vP$+H5y=`r)!Y;T+d0Wgl$
zeryN2z{q^+IankRC~f~v14h3niNv0hcsF44rvDVvp|06K)c-jbDB9#KC1^E-D`B84
zh0HArlKlN<7DwF&l&iq`y)~-2I=HlTOI;Pw{E6fI+#-&e@m_Ihg~~*BxO|T-#RDt*
zkm_nxz<48D#aC0z(i3y^=PS4tPJw#<Tn~a4FLt}U5Bs~J7v9pQLEr$8_fC}8)K)MJ
zFPDr1cW{O8!<!gWQfAh<ZQcHiMpNs;|2_2jBmBntEm4dwkE{oUd>tF4(kwt4-7E`J
z{xy(6?#9p#s%f84R?ztWyCT6Oc7?}fg|ZcJ^}(V01h^>FY^%xW(W;mhRFk7F*I!AH
zK4H0ju8Y0I3E=+mTRqdg*@2q+3HhoiOFze^*JN12+W_D+USy+jA;1)kk}jc0x|CvN
ziAn>ieMvNdD4u`;XxY%-em9^)07?@>0w*Nkb0dQIaOKO4OG82|1qiRmz#daL&|hBc
z1U!N%+Q0m(#ZiDXNS7~1Mlp}4JI<LPjo{Cyx^)yG72tPB79uWAgp6_H#`d5?k?<sJ
zIWV_6ME!zX<jwuJ_&G~!J{xTgyRA_x&cHVU<<v0ZrH;Ehnoogy^M+XwW#$!6NsW7i
zb2<kC`QuhxMCrn6w>Q}oRE5=)^qqP<^Lj#gk`oMOX8$@tMO8(ujRyISNs{l(J*Qum
zeCRrHIkfzilt5jo&ko0<20;SS23-F7OIUqvWRV%_U11F7a%^nbVyA>b4q*P%2Q&(I
zO=$Hdp9P(STDo?C1ZZB_egSsobSlXmk~k)v#<l0q7HP%O!;BPlEw2N9ofC}`*~c3N
za<P+s=5iB}A9QJwF}vRilDnfdImt#2lyQ_$NCpiE1+cbud-zM_`v7u}0tjCltsbQn
z{Hy-S!y}HkRWLAW_(qw61uFVDO39~ipcW4Z>xkgUL>f?M8bzNxwB4{1N>~PB$*i;;
z01fxDH0@z|(_4_Zq0;IW2xWuWb%nn|aJqFkf&F%Xr(hDMafpnUYFT&DfjZtRv-pz8
z5J7OF1VHGcP|cb8JjNO3!6wZa=DAgT9Pk}n+$G|F0HgAy;PEG|*Dy(gKnIv|EoUCc
zL+JfcbKEFXqk}&)5tGFG2?Iavm>|5>M>$+Sp%f9NjY{QS6sVo>(_&a#>&&{;w(#z+
z5_s&bhAj0SthE-06wY3Z&r4r!yS|U*tP({`bOEoW_76o%IbNF&m+k-Y8Nts=r-zO*
z@lj(ZQ$wwu>))5tMo(COxh>M{22y;dXrV0cmN9~J>`-VzHF=Ody`S7EP<a;&1_Tw&
zf)-N87_{q%5VmJ~r3GgSNAdzayI|zL^Yq8YAnEp61)AvM*w)vsW?!6H{TW;U@PZvh
z(W0g>Xw^UJT?34rfQQ#80BusxyN2U`M?=5*`lgqcM+XNxSNYES6Fvf}jd|aVKQ@0i
ztUSGKzyIaHVQ|?0$b6O2S9&6QoPnuF<-o|SJ1;MY%9)S<9RuTiCPv#4PX6Bcp$X1+
zaCwbOD)&}qi&ty~@1+KFa({f9yn}q1%cZdyO=v`uDfpRP*gHQ`s0a&p@-2t@@<}od
zD^fYnN5x*IuQVKae(}Kln7%{|u<}AQ2iuXP&Mzl4JbSPl+j2y!tX~&)Q7Il_!5}ga
zcMlqTYL0~K;@Iyf$PXJlcQ2R4$4>Pe#lIq4^gdl-t5SknfL=te+(755pDq1fK@8;)
zLqixYv>o7g7V`3q1^SdsWbz__Gnr?&pAA+K{Yg%#er7WAts#2CDE<@oGQ!5TFD$(D
zv+i@Z?d<0-w%o?FfKwcK5jb32Hp((+OzyP*M%qsg4EXY{ansHwK=SR@Tc_1Nt?0cG
zCso3P{M>a;#QiLI$^#!wFKU2Z&Z{XOTBZ^}VF#*4ZP{-FzqHO@Bt@JoZ*2Tq5pm?p
zZ&6Z<JUHB(egFRco%}W>wMT)()tt{a91&`v7f$5F$j?{HwtBaZVk7^~d4@ObG^z$g
z21gvub3s$x+gn;r7>lM7*RfRO-NVBdz&33TeL~GI_`I4!ckKPIkM~N7D8f0T$Do8D
zXYj1I$CjO+*Q>YP#qDPmPhReQ|GFgb%_%BC!B5fo%Hshe<tZ>6S^?Ne|L%tvFg54K
z_|MXq=c-C`3;7^iPYh41d9MF+uS*>!nvF0{sizYBzJl(51^JzwE*w&kapSaH8Tqh0
z{qwJ^*L83LxJ4RskI)3=Wec;_t)7jk!NwATRR`?K%a{-QC5N{FI`8xkPpd3mdtE<!
z3kNkgR1yc*)?h`_gBy`%`8OVOHgEd)QZGxJ=%=UeudLJ+7k?M*${6o=GuNS}iaEWi
zp#hPh6EG4MqywN*K~Gv9Q)%7MaqQ%K+3O-BN+@RTN)0;?`*A~+rH|^W4>nsWqaPhA
z1GBt9u(nYWB0!CTkiW%-gJ5I0?CO73&QvPMvV@CXBXUM#iKnOM3k`cX<vNWC^s%Y{
zJfrgp)Khd34$QL$>7{{7_Jf;0fwKy*R0GUY+S1X8#W&2W>pUClJjhGEg3`bQlNCeM
zN^Qp`%sFnY44=f~HgYJ9S;#oGt_uVqn;bnOh1udLKQfIyql!O^jXS$W(g;y8V*e$T
zvUhw3x_gI#fmJkNF_ksg<3Ue#$y7qgYWZr_$#~JT!x;i0&uc3v{Cz;xPG{G6Q@~!b
z@5+nFzm6K$aqbj97H3$3oO(F{EAt=ei#qR~T|Vn;6sSc9IuO~P3csktA<K11NroaD
z_>>hP2M0l2Cx6*Uo%KwTgkN@6k8L~B7ZYP(-wklrh-KdYRh}(1pl;_K=&PwLywBm%
zv;zycN1Hj=16izpjiZ*jv;g6*ls1_L5c<&)yU(GJG{D;Je+{DfwSAG;-39CGMacJ)
zmsCc{OW*xdPU6k~OJrs#+VW$?c45ULGR2?A1U~~;>r&n0&++xtVIAnX`(B(i6<$(T
zM}Muex|g_?36+Tml?e3-9tkL+B(JH<UlCST;w}f4=$8S&a5fwY0IhX^V~;Y|t>oJp
zVz+KTa4@#;G{0HxFsVW876mRwAJuaHeUT5X|3_1)KXfi*dugQ)Px>`9H2w7H^xn;Z
z{Xc2bXFl#6oIkxgU^%lK)MK=Ri0z*ble%B~M+AoTc}^*QoQ8)V&d~0{@@~ub*w|C7
zwJWS}a>*4p=)5O6L;|@};yK09<Jo(2OC4|qv%qjq&oV%vxT+=M4AWNskZ}vb3@ZFx
zJ`!Z{T%QC(lK03DTW%>h7;?u73T*D*+8h3$m!D&rlje|}ZpVwrzX9#3)(-ZU)k6Bq
z8(ks#ckNl8h_SWN#pY{%DcOzYfi1!P{y%mm;d2q88g|Q<dd?cPulv_(1RN-DQVQzW
z52N+o|4JSvy5t*AP@jLl>TaL%qN;$nXR?Amtm#MBN((-~Bi~X;4l4@_>dsk09Q;4;
z=C2@(S~E{*e)@lQhMxlEG(89Sl=xvM?Cs9K$n{>olVuXy!^($jB-m+uN~2c9u7pDH
zF3edhNaE<$$6ZBfk22^dt%Q!<mnQpIct~aK<!$>%t`_9x7a-8yUiHQO&|~a#Y~#`j
zc+XZ`o^_fBPk)!8`v#N!PD6{9!%y;Ndkog-q@Pr!+8U%zlqm^L`(>@;`(;0CP8Xgo
z*i$A)2Y1_ZkKLuu!#bz2`K0625>}&mNw6k2of_+G@1tQVDh*=vb?lAo`<CpRV)T4;
zQ`aw%J1!6%=-Q`GVx?nop6~6AT`bwRPB`x0Bx+?%uv_0tsSdoXu<a_(2XvBm3#v{F
zsvf<qnl_&Bk@EhDr_yfvX)@|n<0E77&}XB0;%}Jz%d@02O4Gkcaiqa3!L^#vZ~WS~
z@C43T!rA9~YT(k%{6s@MCK9Rz4eHsjSg37sADQ~m{&V!x_ledd542iR)(i)?El2-u
zVQ}GXwB@X-t=4LH5L<t|GQ`2a%S-W8nr^eO{6Ts7-BizlazaI2dpV0RjL@O_%;UUZ
z`Rh*sMWCqki!w^o^PAXs*)O@$)o~%$AHr^Cy`|4|gjs(+`9jzBio5(a#sbN_@_>Nw
zJB!t9i$X<30X67T8f|+dDEb-<iFhVXr4=OuWf72$Fzau}oksVd=bm*2!tMe%c$!lY
zz#A{9{uK?m3etRrFU<R|dI*IAt6!k>q6QR<Vh)J(kFmR!I$^++u|{^T6wVsO%<_2<
z!J_FW6#HbiyLwl){}SGbsKs)Spr_3tBL@^7fQLd)?3+TXeJqfycpiZ&xo>ys5cazh
zt$pni5MTuE>K#gOs?KbhVU(62FwMaMNWT~YHbEG`HGIoXao%}ArU5eT+f={>2c;-}
z4Z`*G<S!jh_pCTobS+J~GNDHtd7T;0%%3T7ML_I^kt~&S%L}Z=Hsc8T%YS`|odcK;
z!#N#E$1;u~7k+RZf&p&pSybA_J`n&vOmPT(IrANn9$3|oV&x@@l_iSf>ckYO(#&(x
zVq*eKlpn8K*It_r&NjMjZ^1-RY1P?=A4;C;CFI|w<xr&p9~`qHX#Yz^>2-G8ps-0e
z<xmBI<&b8C5d^!YdA}gJh|k{j=5Fe-HnK-CNdU<Airq*Xl`!ME>2fmi_){2^kvYnV
zksDBr1BgOdPQC@@MA6n)`%)X8fvE3WO^bU^(~_{FT`s%w?vij(Q9XNBplU^rHGwk^
zg<Cv*mdW@cGa0#5R21<6sIMx@>59o|vAIUq;xKSs9WIA1J*-`2t7&mgg}0rDhqbrQ
ztjFdD*^v8}$Rji)=k_-{1x1tQ-?zjzf_?=dLHE$ru2L1#T$7DF_V?TE8^SBYEX{%S
z-<vY}Shwx(m?c&K0-dZej!$QtA1mOG{4uB@9<gG2s3Gjo^gPZIy-Z14`}Pt$&QNL)
zzXpcUiN}dDvFIHTSE-+W4J46=>OY6k@?^Bx*c9J6_3~W)Yw1{UrRNdpxOxUVEYDhO
z{!>Nlr1W4;aY{Yn5;NK8Lz(EDDeLCd1N*NLIQVTH%0-$_MX8-I9ossA$|~q?w6#Uc
zm8)z2k>5RTSa=;v%^papAW5i)15)0m&pjbzxPy;=&CjcTkH)3_<rOb_pPa5o7n6a*
z7WvV?WpZTXDHi*Pgy3+;Mh2a{nkPM&KZFpw533>{gn9csxRfFo7nd9z&C{w@$>*CW
zVfg+V<1x>l(zH7JvQL$j*_w>3LdJ@_FTCT$-o$-%zEZIzHFlI~UbOJ=j;E`or;erd
zBZZg;&P}CdyeMYZ*38$fnL@3Zy{!evuTI`Kf7DEL36v*yNhL(UZ(9VN-A$w1kV=U<
zgmPep&s1||zEBaSQ@Y=Ej+N)WsG&1*5II3zg_VOlVHMf`N~+F2h^rR+5gL?uheq{2
z4~W;{oc6fNo9_8R&;@ImDPsjH)Oug3HGLD$(IYom)(u#z{gtcBH!5rRHOFJyxK_I_
zhK8E*wtIj6bk$X_N_qNHSfu*6)Hm?`(63%__n*Rmi!{%bv_~uNrcYePf?7P)`$l|}
z<$YCu;@lgT(ww(E*ao}5cC&G_5Ge}X8GX7ZCyk8-s;kn--E&<4r1r7OY`4Dz&)miz
z`>g^V%LjN5uO`O@S^LRQOG~u1se*&O3LS~k)z9~vlTaXD^z(sG2P_k8WKDGmux6;h
z*QKrO=qO`422e)6t}&Q|`^<c!j%G8KX5ar7<`t#q6`2^j&g)dA+5n@6#_}|>mT_ed
zKwYC0gu*DJ`cVP@fhK{rJS&i4l>PNfE@Kw_nV)V1Z^PQRs&Ph`TO(`=n^>4eS(rMo
zPiw5YO{}}5(*rUL;8g^Gpb&@D11%HtTj}h#p7+=z`+;5~jUOd2{L^*<o`lwz)zK~h
z=m!Z*C%BoQN`_ZhwT<bmwE$_~tqMur7*XMSSYy@46t6}q5XwAX{*DfkDM=Kov^X&(
z4*uzDp8d?A7P`?J8~odAh_kO(3mjtP%q#@X*h#Qx9B)u?w={rW?Dnvq7nLCZ2O%L+
zVca6kGQ!I%&f81Zi-KZ2i2xa~NXF4&#2~vA#)6r89U3|xy^5N{Ol;Mxt>qk09v_Ol
zJ`{zO6ooZ{XgE*e|FrGD;ZLrA|Dok$dDWG-P&JdQrtfd1f8Sq84=h^#-c{se&0cLH
zc)-NWnTs`w#sZIx0x=UdUOwI@pY~#G8`8VFD|T#LT-;b6;u8i^?ofb?pX8|Z<Sy|`
z$yCa#H1MB;P8DM?P+GZ0&)?3|oxq~tzpd0<{<9Za-M@T()IQC`A>QcHM&S~$PEd%T
z)*{)cVk`C(tWAtgz&y(oL;*L|5#LOtZZ1f<RV-I@BdQ|zX02=LcEQj4{_Yao1PoGv
zf<MH71k1`2kiMl4lrj@UK`+rGK&6=CJ6xLt+Y}TR1FA>xS<DBp>lg-t4oygLS$Q{z
z1e$TcQ?9V6rNK^%<$345Ym2)WVVI8Jk`Q}}ln9pIU4PYaBsELnW!@bO{jkN2mj<hd
zIT7bG*2H&6IOx$$*6bdzN)6L=NMBT8b&R~0;D*BsEaaR@@U+xvr*52|xQ$WtpV8oE
z2lkJ5IQX8#+-o;Hd!)&!wbH5Mba(p{M}H%4s?=NCTZ7U>V#Xu#rf;llDO(o%kWEnY
zE_>fS?&l0$3i|HWSA3P*?sz^tQ1R8i=bw4_`~m8;2qH+S!{D)4)8|)v6&_=(Zbw@}
zbJM)>!tKojfZn|$KR)mMLn<h^hUqX{_eS-@vdzH2^Q%`~dT}7x=GpETO4gng5oqtp
zV@$$&JCXw|04K=dbfM6mFDY|W%bnn_T~o8?bK6LcgzD<`tjz2tz!!^OjL(cu9H@zn
zZJmC!ela~CehlFEJ^|s21WyY6EQLD?5)>l0M@wI<nH~r?fI^)c+Gm0zw*8}SK8R>)
zz4+=9Ro@&|*LdO)a@2Wv_;a-+GAPK~e*^?CDs$&!g=k)T`O@w0-)$gl@HU>l$0u-1
z)BCT$&p&@CsopXDJN#bTfNg!~RE!;wmG;mrppKz-xa)Giy`YWq-a<iu|CFjSfC*;o
z6u%pGKg^B%^8##q9!iV4u|nF6Zi?;h{q^~(w+OYah7Yo}i#XSKI_ILKU@bLhD^;cP
z7D5MdfQOGv`bTx7c1eXe-oHi$04Q#MuP!47*Au3!?vY?u|CU{Kp$w?24`_B%bq(O;
z%;QcH@z%}K%&p2nmE7yFTvEaiBG+HU*WBkvhXzKR%+uE0=1+Tyh<wN}@oO|E<HkZB
zz%y9g_<IB9h)|TOm-zg*GCWY``Qy>dw!HA_Z_wR8-d@~3zI<C-dHh@sS$Q^&c2n|x
zjrHOwn<`~Y=Q8I*V_Vf3h6lxrti2XT&)FZYuloiDs=Plipg%f&J%8%@8T3V|eKpH|
z>eox#j;z+#Y?E&&KX(WgpK_}3Ne@mO1)gu~^WF{*r*LYUS|CS|7Y_hn7Ke5{u<ve*
zAf8laWZchFr#ju``^^=1KQFIMNh#`Jm3iV<r630iUeh`Z<9%`d=>_blO;I)U;$-(5
zEi%;<LLf%$5$8|eKO7#40*D9)Uorrz<RNhBDUj1WnEpC*?XD3;Gww;J^T^NEuI%`i
zXP%8MUT<(}NvxTSYi!4E96_#Y!6oj0$FBc1{qCJ^a+ReMb(yWVheNw>HRgufa$&};
zSFCWB6p_$6oG2nJfupZKeq@-aseWJ{xpwI=`#$oE6h$-TK7PRR_e$mNUfOx;XHe`d
zil|-7lgeEKLpB!vH&0vG_}Q2*v1PLI<*;QK!C#qi=h(5ou*u7E$bM#>nQjgyp%`^q
z=b8sw&Z=6dg&U>i)_}GTyX;z80=EBK<-oTezgEXxTs>uEzK(srm61VrX*uw2k&J+`
zU@!RHB0z=<#mz!Nj~ElWjZWY>OEkr9H(8)dx=5q%cUb`R^9)_f$D5=FXbnJ0Vqe{)
z`i`a|S?qGm1D665))_i#O(<*3EGtO2k>WClQgwHbJ{A^CQ+!QbgAOtJpTAd?8L9y7
zw1R$gIbYl<J36K}f3V*vV#Q>vVzyoO+!Wp?!9w5Vbjslj2%2}nFK9qZ11B^9QIB&|
ztBvx(xYY$nlnh$p05W*@h~4hHSZG4qQp!p^ODY>_DG6&-xr$muq(&4T9f*)REvaJ9
z;$qI;L|=57MKM#>>0zxuv<nO^pz{RbV&>^$iq?GTtcACeXzv(2x%D+kUsCUO<(GlK
z<InHZPrPM(xb^L}s@!1PPn(M`&ZHmCQ4KVfkbwmZpDO%t7XNP^;H(a|D;l6@6_7>9
zerOlb(x9c`rdAo(B_{@J<<v^>FwlUY`egy6d>UwjD7AngJ3&Bt@EI0Zc~rH(CML=O
z97IBC{4hYSA+@y&UAC*uO>9T_T&zd?vJ@i$aYC9b7c<j%hrSdE-#(Cj9U4{8+xPP2
z&n@5G)x`XVlMCD2jZxHFi&ubN{^U<h!f7{MG~#*G9N`Q2RCO2Nd!Kf7F+)4)2}Hyo
z{X))qyTUMvxE#I$Fy(984!4x|rPdsH+&a-MR)VA@rC3LUJc;Cd$)s0<DS3lW^X9;0
z>089^SEH??oz<kgk3;p@eP@MUzTTbz!44tDVO|zqEZOMGJ+CkK2=#sz?(4;2^`0yf
zwL)#ILd8OtYZF#?XKw<fi5KiTBv>w150DD1uOVJ~E1%8W*hvx>AIeg&;I&;7q<5;%
zY>ibqZ}lALnd%!^^tvxa+LAO}c+c~#%vJ@e)U17ZY>mAWMt}8&%t1J`JuA1~(7<<C
zveBRLu^aw{6wBvnq5bkzbrqZ_t?ae^+uqOfRYf<}d~xi={fVusDrE<lvN`|0grpyM
z9l2`fL7|C@0Dx|d3H9I8EldKut!Yg?!yj?2Bbr6Ygd&PgG{qplAf(8R;rP^C?nDZ_
z*<MysQcW?TrX<Jpo9&7o^OJ$c&9B&*4sF<86DFU4+@q1P`R(8DT+u5%d~qf7ItYc+
zg0tdT!E}2XNwKK{KuwdbJv1NN7#D#&(I`A*?-TXY1R`<`t*YOqGq5KH)F=2JAagi0
zb$T?jFDoS)?#>m_a&khuV`80qJt>Q%a!P~Oh0pO=-8u5Mf{tIj6?SY)qcyW!$Y}f;
zgV9TGK~8Z7kR5&@L`NW>yW_j1NP7*WoKu<(7XHU<N%qVzew%df6iLsL^=AlA{V{BL
zCptV>5bLqx$TfUK_3q~30nueo?sc8YwmYP2EV4oHM8^L`91PYvVsyuVRYCuI@>npV
zJa!1Jr&Sl7S|?pY+XaVN9;b;X7xvvarCC}m+d6QUk&5~KOX0%b?fm^NI6n^#RSs;%
zx=z-=?E=oGC-1c=v!|Z_(m&I70mhd~W}+tWQ+8`osW_0O1q37g^D#h*dNJOYu28b}
zDsbgCVlNaCghTo9OV3bD#ZHzMIOTCkF_l%|lC<UcL1-VQ;%sxi#eKtI-oa!=BP`>p
zCApydp9Zao^kMkxF!zd|4ik5;dQVS$u(@iZ@NsMH<?TS<hKjbyxpDUiSe7l#H(#x_
zBj>>Nez)~<Dh*CMwPM>=yL+?Ju^XS^c96T*<G$HP_dSi$vfa6*KUvfk*hc$1syZ-O
z;(hS9_a6<VBeJTQze`@;cP^^(`cRUtib!}QiVzn^h>kO`K0oGoe$0k>=}=yqOY3QB
zm#L<$ZWhGhp}Yh{BTfqS^3xWc(Vd{)3!_?<C94ILD^^479IVWQzfR)|6X=un!Lqk^
zwfYSgoccNHVRlg-$kHdLz#P$Oc}iycC?H?zm^S_K{sApOx^to|+-L3&EJBV@labM^
zVok(1{XaFnf1H4C+BdN<b86DXp~aC-qyoC`m2U-bSSLM55-w(ik%kCB8C#M%WQH;3
ztd~)6ljscUyYM)i0OU=Pn)VWhSRXnj^;C;R2CLV~mKSzaK!V{lRuh>@NCP=SweNKh
zHP~Lli*6e&+%k#>9_Xox21GD@JNz308nu`hl!@IXAUZT5G7!M&#<@m@Up-Ux=YT3u
zb@tP=Tqe^<T_d4z|7Ey<%r0eAK^l-iIFJIyn;Ng#fw(^)Nh@=jyKNq*QzF0|ZGp%U
z*v|*d79S3x7g<qA#(+o0lQ#`|;Hdb<V;-t&0RU!x3Y?38u<3pl02PbMZ_|;D@^a}&
zg)FxW$4W~qUzb>xf$+%x^28mQq5362RBREzB!s|YFuT0Te*sR9YA6$#my85zs+ml*
z|8ZtYh6I?<P%Yrye(jrTl{If&2R#7+nWY(~#%g0@v7v}4OmK?-f4~$tbOH~wgI2$b
zcfmYx*bNTgBL^F=W{K=pA{OX0mE1L>hiJ;!-CPCBZmuE3cE-nXSSuf&YqB4Ca+D<u
z)l>{yKQUf}2S=XEMb><Eu(WQdEFa69T>9!Yd*}YVzGsNAywWoFrg1QnwiCp1hB)B!
z#N<;I<h3vB_CuFg0~WFo!%62Col|-ph78f3;Lnm*YroJ*zx!lkxC*`$s#@{QYl49m
zUdoErbX>afcBa`q`5X%)FSeRE(2JWe@_VnobKR}^pu7BRGRltgiXl;*jIr(B67F>S
zFF`a!i^yMG_$SGfi53b_IvxF`bZDi?i%)0uZ!4<SU`CM<;X4=eeIMP!XYNv9SQrGZ
zxUmd!QBVrVtQ$zL=gR1TE@MEf8QNmD=@QfF64rGRwhi|mE*ww%vA&qd$yOMX!A@=N
zD4A1mmQ;q9o&O_BdvBTl1vdQR6guObr%^*cqln$U75heSAkYBZxb$PXX=j0&=m8!{
zpx5p6Se{(Fv2#m~#<_XL|KcXJ*-9GQKcBu@75~fk^6#TW@7rQkDOLBR+$<Kh=1Bt?
z?&Ott1Zh~|E$Q>{ThjU8b?l>~la=XL3g_p;zO%<17I#Y5=2lFz{xl}i@<nTfB<UX>
z`2>A<`$1Mh_Q&v#$#3I71Wb5cW4{2oYgWc<Z=9|mN={kXvJSVZ!)^Yp-F{V}1>;g-
zNG<Fxk5@KS?*BSop*7DKd)ZvDgW62O+KNKQtspC*OW^%8k(Y^W7rU8Iy`<5*K%PYu
z%B1P90#($MMnR)ns1`*i#`tU9t(!89Lihtb9zjhpCe#EOI<N94-(nP_ySi*1u!+{(
zxI*{w4U1fyolz<QZUvKDK~*0<Q8Ry|Gw4y)J7;Qs&B{?>V&eL}Evt>+Hotf5d3dKd
z`RBNKf(;Ct-Q3mmwbke5>*fQejHN=me$7NK&s<P1!yfXb@Xe-_KlpG;k=xxzO&A}Z
zm>9B{^q}nqf^s+lCTHCdX&C%q%_%72zJF+01HwFq5eWy<3;@IliU%r?@B~zZE(0Dz
z=av8EySMD|b>IO&Ly2$PAa_*r*N*=V4~~m^RhUw;4uv!(_$AjQ#)MAL{~3QKKyS-R
zuS*FkocOpjVNvDG%=xGEe<YoEIF<kZ$DQNgnCFnPopWrmDP){;?3JwS8Ocs%X73dt
zGb)skN@VYu6q(uU*kvC3nCEwYzQ5~oarw*Pc;EN^e!ZX1#{=8}jtDmFM*n%W9?8J<
z3?`}%k5cgm))%?%cN#h5CyGwa*Z2T>WztHn_pI;o<1nSvo5s;z;iWfY_T3Wq-KbJ+
zQcW`k;c-?UEW$!@Yrsr4TN08=4FMoW7m4n8*p$sxfh4SH-4=MP4R};0W|+oIHVpLj
zDYNRlq9YeO)CN@Xk#!#u$sdUMCuQu5A-|pNLQdOpv6}>n)QBMo(i?c78BH?OiK7rB
z4kguJOAQ6e+x>{3P8CP{bkokiB$Fy=k)MZQ8CQFVyU=a`R$B}*!!WyO;Uj-4I9Ae-
zhP1b}6}dxTN5$A;kZkzo?`|y1ujiEE0-Lup%#$7xIGx8>U;inpiQd?s<#O;15wt?4
zjZ%B^78)gdZdCnXhvN?umL|W(X}`<Pz{)1{@|6QYf<ZvC$WHZ#BT0B%VxJRKHN?=+
zKs!O`KENw9pDNB%_+V#T$@t>Anb%Mj<)RkN+#ldQ0wOH#VC|}`7s4+{)tB=Lg<%0C
z$N3YMCQ8OO62>+^Gq3x{iOF14g@uN_BS-N<GJ&xWi2RPzt*|?{K9vRL#JUM1D?mOu
z%`1^Z_$PD<2TRku%ZT160HG3P=+7@@<2=Ct4xfcYAiRRmSD+j43z{heFLRjc)+X=O
zq7WFh1fOJ}ka*qL0*wL^uRw&Cga%-*?vZn`t2TpDNCSj%RmlC0m!U&ka&h-hLFgb#
zqSy6soN?E8-hrHXiZf?XV0w|-sU#Sq?scd02O8c_lA4$Z3xwPAq{8fpC4ZTv;GMAW
z`nRF&iK`c+K-UBOgqIj$i3wZooL~xkHYs|zv)2oIZdzl}dyXXywr7M`lQ%EZ8bRA(
ziZ3Gmj=MBL;`JeWJ%0n)C`5`Ef9*dZ$b!P1-K;AuWX_(~#l-sY@tru)_f!XgEm39?
z?SUXlMn40tQ2ge5z?Mk_kFLB6J-;_p^_aLfb%5@IF73%65K32GwirM+xHq~e;p81M
zNDp;nahK=xD1^6x$Z<O(zbKdT@chM(PWVes`1k<QMxay`XAC9}I;>YeWxqVuB#c~!
z@RLq(&#t-WVz}RK?Qp>tn_4cJ1YXNpFUYYEimQY=ED!(s6|9HVy~~lD)DRn!*V5wK
zEb2w4+5KPAp`08HVv76udgI^pbk12!L-AU4W-V_$57xQ5R;<qFbG1)7u61g@A%UE;
zwl+1%@YxK5$B;T3PB4WbpW6-svW+V+nCShhgo&%9baYHnH#a1=m68Zx)9>Dz{n@!R
zHA1DS)_J{t-2Ejy2?T!-c#;!`Nuln(+Me(v2kbbYQ>Lc!U5){!<GI~hjzO8aa7<8D
z<q?FjTTK!01#^FOpS87-x3y}}v1n<k_N|RL8I7si*?UVpPO<QAJ|x(8f9>K>#M}35
zZD8*ue_g1o+{GeeF@paq2|8~sAo%Iwk{$71`SSeP#`aXsTt`PnZS7v;bZg96M{)6D
za`MmC*688kq|<=)o}S9Nke#PW(+k9&e?iU5{uMO=F_Vekzek=nT;{N>|2f=QIoyFr
zFX!d?Jh|In-&2xj=hgytl_!;gGuwQbv#y(~D>$e+aP-?fRqBmhMm&CZ;qSjcO8=L2
zWOI2Gac}3s|M~IS*8EH$Y+lj-qHnnbp*iS$`Zw1W_%ApDeN)(Jk(WPb!R*eB*7@np
z=Sj}BL}majj`Qus$OU>IkmBjupzy)c%Y#6K-tN^?@BM@ME0~?}4U>Tqr<WQ%CxK^m
zmeZ!L8;^dK^&B!Ujh>WMk1wSqgCAOkJkim^8kyJxtNVI9H}SDh4{&W1<h`2}p*pZq
z7}b4YiJy59-B+s2naaSBiKLA0!dsK%wjSQMTQLRE+mc0v`jAqcZ>aw@l~K-i1ilaA
zAOS)GB+R6f!f^rDa1iAW1@@@L)cxM<-oN#KE#oUGwJ2S*w9MlL11LX!_e#90JyGnq
z0W>cM({o^-ik|KeQ}~fU?4kWb#2(D&`^Ft*WP%$rkpxo609CcevIxY@vIpOOfn@xZ
zzH$*o*qUTkW1PixEh#JOPic^$*?Y*sW$#TIA#+u{O7XYa)ktQbD^%&7f?$T5PYMrI
zyyE`cQ=$UnBTZGYgzxqhw}*h<rKA@aYp<`F!d|2W^+=6?wrFC*LZL<BLl~N<2j1!E
zM8J#9jJ0!;(YnF-1lvLX4F_E#Lrr4Eji5l5yHm1VPc!?UXyyluIu;0PjKi(cawXAP
zyfRuH25GonJDN!@A{YGqH+!tN(u+`%Hc$eoSVBvlzLtNsw1Vo5@B3nfZJFOgt~2<N
z?)^YjcAzT%VAJMQAu(30ETZwa8*qB;eq262E<Y|VzcemCcM&^mkF7*u>po!j47Jj9
zU$ZkrAYU*xD9}Q?e`~63-BnZm%ymmiQJ%L-Kyd~F;~siSTSMLQru<)J)mZd;a+1us
z{H|hC+nn!JNcBm{tIJT?BTQ(|z9aFTMmgGZHv})MwDmZ2av>sQVd0GQFd|n17RCY(
zS&T&7PIU$7!pC&~A-2N{sMFIyHeh>}yil*lp|cAYa}UpPvxFo<tdH~+k{Ii;c0h7K
z;YBB!LX*!L<({ZwacX<-INQoUvkIP%goeYvyCaynJ2WY;goo*0bl~@36uEh!gszso
z^HzZqa?Uf=O&0K?#U;+_)Pw0i3hsXiwzwi&_K5Yaukw9XQR=dp(4-2nR&L0H#q}@I
zejmP{<m&9YCq8zkMtk<ROlJpIf{3wNYs7X!?Ds_tY8BXeZ1Y8z;u?|U%D#k6>e}mK
z*Ru2eV!pdt0oV{N6DNE1=bjd>zOLFP+S*Rq+IP~^^WLUp(*xL-#LtriT^`%+o|0D#
zBg?6wsmiBJTK}egvY2bJ<Y?u{eQY4h`Mz;s_{`;@wc4kehh85-JwsgGJX{t$<)^IB
z7B-lW@ttnMF}}jX&aS1-uO`&a!G4b!A9;=o3<?A+zvZf72&Xj|e{pI_gUs!C%eF_9
zi%d;}icschVu;^~{LI>N(Q1>?C`DxU`-E>gqq_IU;#klKUB~k<kgj(7AE1b6I8q9l
z3^S%y$ptdmfWs{hXr@cM)Z}w#Yrn2$1*33e;ZU0WP;p5j#kD*56{4LGFuqY;zRq)a
z8W<iI`LUh;&xS=1#o8LH)QFB@8ub!ALxcqhjTe5G?|YkXwluT9A(ZK9oEa%2Bp<4W
z%`g0|xDxO&RVbrBA-qAtOCPKI70(3+&wHf?;Uj>m8G+#{+#Uw#D3%dCK-t7f<c!#6
z)}_+}pnwDAp`vhN)diwEV6XX3e_3gkU5t)wca}o)ymdI;06o;C@X}cE5=|9?U;R?S
z<X_Mpd`W354QjWsqe%&+@BbL%1|n~~YkR|5XTtO1Uj{_P>T1*U9^tDBBcTaQ#NCs;
z5b>CPv#fO$XnnbL@pd)T01^e?S33kt+1u53GVQ@^xDLUmUZ?t5Sm?1S*fZ!Z7cn+*
z-)4ge3R-EiYQc$>H&iHc(~9nP))50wDM)BS5kwrZCg6zYasmKE17JK6<dw-4Xoe_K
zP7hJAGN^Ek1rBhy>zTQzlnu917*jt)oJJZIKmGY9Q1X@rQvB7hh(QxbAw~Sdy~62N
zs@rL0ZzPXA<DSbHSKXZ0QUCi!Ch5HLhM)5H?LTEIssK2ruyj##%&XK>R>0-ZnRRZu
zr)7jMt2|(0=$nIQO;*j!P5IhSUyi3e1B2^YDwzQ0R0(oR<Wi~Tc*gRa!{aj9H?4)^
zh3bNd&Y-%{goVQoL+cr3k3RRi2gdi8jUQebtIZh)Y%>;$3Xd7B{i1YO%`V6r5!Dt^
zvG`!kd_LCBd8jB9T&F$p<&Te`k4dp!5#5IV2HD3$63*$IY39=*L#t_Jd?YJg#lwUi
zID?(aOc&;E-eNEutBgODdHhhl{SHzA%gV~e)1bAYf*}Bk7B&!owxez5jOgUW(lZDT
z7jxdC<Oqzn+h2=Dbe2}#E#x2ttC9UA&9^H=LPPK|wqc<uzrNnDFc$qQ1P-@$Tm)ah
z8Ll(1s$E1X+%e|7c7yXK1sL1Ndt1DVIx<i5JbEaO_SKK*pFr5Vg5LoC)KEZBDJq?$
zGS>eXd<?(wwwvq<iw{Ls0K0NDHPqzt<?k2!`!It90KuXPOdN#xZVB=63IV^7wj-ld
zXk2Hhd*LiB1c?jRi+uNTAuUKqmY4zud!nc=R15{w?BM0d5jrI*WwWk#Efw81y29W{
zb1nE?tSm$xxr{JeF%aC()fW=HBVv`pr9ghl1P~bEaW6_IUzA$r=$aeULE<mE$RM5T
zL=tYO6KHWAY``<A<VB4AP*}go_|Ew7R267-#0BXm=tx6&sj5l4*ko65mLs>L6z%L#
zYDq<H735rm@O`oB^w0u<`yVz(r8>~elHnLfP`LObr%0es3lWI>Bs93Bugdw*api__
z+92sHCvbZE3MRf9Q<{`fNDa~Df#&oML<($!DfX_}8s%hYa2-%g-u1skB<P2IQYoO2
z_zP4x7fp;wZv7Vbr#Nosk7XdXb3TPDXG{FzsFE;CiVt)Y3gIAP+E^!%3bZ*1ON&gM
zQL0ZIIU`4yS9=(Zm3~hxl${vns(&$8BVV3*5rN@EXwf_v&$JM<wZtGHR~;CrD%u^<
zA92P)1jzfUYp@tpqW$Cp)|)qD@0}~(?XvKA^`&;qW@7PkO`}`WV^co_7r5(zqNF#w
z%goC^Uo_N2Vgr)us@UixH)dUGc0RcJxkt;7Y*F2kExJP>HbvA3P{~J*Ss8N_FUj{K
zO6zr%8(3tJzA%PG3QSl(g;t^Ow;A}3s;Emml8OVKyr%fs->Xnq)oaO6Mc9|RB3!nE
zs61yoyY}GW!b?Shv^mP81zodOGM+egN*!u3OBm6?D>{l(a@tH%$DVb&m57MB3lrD~
zQ?`T-ScOu3W+;3xp^Xyimv2F2+E{93n(x_syWe6+G*va@yLM2*l_gZUuwO*GOCKa}
z)6U5Z<hE4eEsGZ;G;TOk+^ZPjHt0MBc>Wl5MTRu5Im0GZeXsbF+4l73%75xsU#m16
ziyQx=6ZDE&dmOz!^B}SAn+T`MfqCChRps}0?gKAN)`|O<pF#r<))wYlP8Swht{#7V
zOFaD-X)9qpuzEpWh0h$<Te|@(SywO`)$I07N|K9><+!}ewYE-=7@qz%^hb7LQhZb&
zecw{vJldVi<mP99-v61iyp&Vm>qedNvANLm{?$44bS05D<j-O|y1VJ2lLnGG9m?&j
zU=?;kp^<}Yv$z;%IFocZD?TzjN}ASx+SwaQ-R{TT%43iR$T2>D?#DvUxYXvX@U-ow
zHx0Axk@}YHt#$U(uU?r_F0!#vYM5zVcQyV*Z9w%^=z)-EsmYD;(gfGB?>?;eBTeSa
zEJi+zN^jPPTtzfF3F^w`4Bh@a{X1qL;oJQ5M!{OoUUF?i>&|MyRZ`{R7p;UwuYuoN
zVgrcJ!W^hc@H`#exk||a+sV}d=?OJVL3wT=RlLE6I1{XD-Sk%er@}@2+?BuEX2EZD
zX!qIK>GbqNP%OzsMYVSVJ~5}E>!;w!-)uK$2<P1K+t%Nr?LyXW7^H;-6I%|os)r&x
zu9C_LWMCo(Ed7vIWSJZ-a1Ers;zSp?bI8aQX$lhgusLqnOD2*US0F_aj?8$#77X)f
zuLGd}AQ)3ok+vKE)5@G)sIv8RayP{!`}Hh<uE)Y#@z43g3kKeA;w0rM+d=g1irM&|
zhNQ{tYH{tz>!*}zDs<@5F=Lr#F1T>giwI|ZrZE+v6cL;y74RTU1ny-G83A$`4fs%!
z8IoR5De06__Q-X0gKlLwS@@$WVfOIepV%t^CIaXQ4QTy~^DAmAdT;K3#fXxVqFBA2
zfQJFv1Ee?BT_uP?7&-mN!U@!&nB@#?>9c1TJih|_;gOB{zwaBILE#?_+c{I5I!`Ia
zW5^)C#+?AP_|cMz*jH5?09DKw8`6I`21vSqnP`UaDhLbX0Rjve9W)<Nc#;a$d>13l
z4sofg4jL|CN~FW$WMKdK>7*U!5X*VanRl^L3nibpB02R>&Hs9{<T|kfs)Eelc}qLZ
zo>I}|G)$*^n<cEO{{V=G!4{MC-}^cr6rm)T=d+?a>A+|Th86LGB<<v=|7KEV^%%$b
zguaBtL2QzsM1z3b{ft5ZEuD$tM=ZEQpr!g1?l~VPtMQ~HTmU-YWmpnTW{<Z?;C$A4
zR(}A@b7(N~_z}nzNag)XvZW1W8>2Mdi{y4gShRp}&ty?7TnJ@x6B-5rw2u;RE+D0(
zd<lN9CezZGFoGloz-U??n%p%)OLMrF+WVW7w2f&=JW8Ji$lWCUqy|SnKCG|KuI*{G
zcaM*41lS4URnR@cg?qReoCddym}J>kfQGKeQilsqo0#q4Y5=tB1+|s6cWuaRMiMkW
z4ahIM==*ST=qV%h>q|Jf@8biQ(mQ|<E>sKtIWRtUi9E=5fnJtxv8{6G#?=!HZKW&?
z;uzyx?oapka)hFzf$>b0@MCcXW5r#5;u}f!H>;e5@3`$B@d{sy7mbf`f#?8TPBlAm
zzkEK=f;GiQ1a#b2vQZkg@H_qvV))CR=-~T@_sRR9TRWG^+!T}y@`z^F=YjvCht_SV
z5Vygolps(=$)|K>8~9P@hf3F<OyHY~)Sx?s6C}I0R2`Tp=wl7cB}^<8qmeJxicf26
zc~>ltj;F|Dw;h%TavEmx>B88zwv^`l9Of@KN97+6?q2TWI$|~M*`0@#Nl+&JxTmD#
zf4DdwX*&pDP#Vqw%>o;cTAo?hZD^bEQL2)EOA=yMCqb}hae~H5{dte^k8*SGl)GIk
zue6x=`srXlXa8@6sNu*cWfXb8K=C65{{-pnp04jjug1ozXxVg8UXL!wZKizBN56dG
zk88(S*oM~E9@_<+26^r<GIk3r-96v7wr2D2=u1jE@bQtVsp)nFhnIe4{aT*$`Acq@
zTXwlyUisrZPv<-r_t)R8zg0dg{}`R=EF=AUTxOtC@nh?gVo=K)K82d0*+wW8(4D!r
za3ezMjDkZIOCukfnl7>AXwRY-^{_&K_PMO2x^wpmBkw~bpM&Qfopc*SY0*7kd;axy
zIPEZV@+05%x~B51fndfLA(PMAA`VC)gpP(2#eFe$z5c>W&%kv#VPr2B+)GjYQvf={
zozDpLcL?^|R}8q=)uv}U1eL#SscZi(71Y-412-$L@$ye3stm$3D8vH@i+Eh%A?DcN
z({y0S%)#97q7D+i{s=wSa<D=8TlC}dkG)3Lve(m*`8majN!gJ}Radv%zZ-Aa*e%}V
zOj+BaD`$4YgMj!=&yK%c)f<toxQ9#JzISzZl9S}sd$zh9j#0utIJ&OMcU^1xus2sA
zp+Ssm3H8tYsU%w~CHar_-JY%(`){#@j!&4<*xy%>$BCntBmYi2zV}Pa#(qT(4!d!2
z=`FBx`>bBfy*b|<^g1orJ;P-+!RFu12l_odKG>V9i{*dpiMaIkf<8N%@G|#n%AvDC
z%wEMatlyjGc-Ok#7<?h6Ad`3gb!#B&_W40k4TaG&{w{}|w;&CTtS<!*D+`@Q>^P0H
ze3^u1_NmBl*wp)9dP{Zhr<Z&%Pc!U~7cA~}v{rtgrL0Up*<5dFUK#iDrFLSRX3ynK
z9v(feB-%_>3Nj5c@~--fBpg|9TPvy!3P{6J!XxTI<wztC5>8Itn+**gRrb;^joR?E
zFZc#H-yMzpz1{zO@o$Gc`S~;c-_M^@T7m)bAJr(Sd>DTD=1l+jY^auu;-1Kk=1IQz
zmKTvQ+o=uAQ_3!JvClIau|?&kWg7|ftl#fjS?k)sGxCx9`?^!+cm9Az4HME*vRHFj
zl1!tX)DG3d&4o*VJ5Q%4E-F4Eh2X8y`9K~=hoz#yQ?7~+TjshW0Pt4?>B9)wQ!kYp
zTN%A*k`yF_3;v&mijf)HPqGMq5kaDf=_kz*5-*_L2YG`Oo9P+4yGtW0aG1|oIuYUx
z@>Wz?fmr$xyLXNqsk$UQ^|p`^X&gs~y7}VgJ~rv41ji((3w%LV`$kaGhmKUk+ZH!z
z#zu^9^#DP~4l6;Nb4OhA5Y9_Lm6bO`olNV!r{-gDcs(kSGVMF0udwJFFapI3I~B)j
zajkSL?%T;(s`o~6tzr%I&GfxB^<M}Jm@s(jFytXKczPY<Q7HYVW@g&;3ad_zzrN%O
zYE`=Y(_#roVD||Brv1qIYdNROV{6u}SnIjHktLOxvjdSC>e$PSXX_=w>z0G_O_7(j
zbaQR<^Tea}qfb9h69d<?6wk#1XWANTL!WsBPm+Qw??R)Hzytq2NN48VY;HHYzV2!(
ze3A4TKZ0&6bRXK;8oK2X;>AG3Zw|1c;NlTp(@GI<aHp&*D>%qS*k@XU>KJ=id0U=r
zhcbpp!+{0R5wNM}SHcUpcgX}SJJCN5PmKk(g#yr*+wa+0Z=_(9+UX;#kQk+{j#K;X
zNb2?4Gd2Q+fmb+^JB}kxpQ8N4j&n<?rAq9wxdqxX7jYxI^e#S<7T?w1cl2@B?yBOp
z`Wj4!TRhaiS{%48?%adDy+@mubn-6g=v^|cKl$@5YmQGMce9g*9#>X7*VtuiSA9zu
zUHq5&`c+<9MqXMDgn;7Zmf+<EJ}b#Bn;5Qr;SnBv%q!%{i}^>X<$qgB;ug17M|$!m
zN?xQ6`N_=M%yrmw%(TvOCPsstX|1@<B<r}&{fC=4^z}1v2s2A1Elv3m48zvN?W><W
z(DJwgjS)T3nHhh7S~U96JR4oF@x%IB{oEkO()=Sog=af0s=|LZrU8M?a;gDS5Vhq@
z)&^^_&?j}_-Vd0xV$L_x<Y?zyo%Y+#@m>OBHDN*G%rj&K9?oNI7Cz6BaFOW|r%Bnk
z!do~5&6)3OUwcPIGozREZ4ZPAm&$okv)lMO;Y=k}2<wZ#neVF-=$QGiIR3Z5X0sj>
zb|YRdF+npuw&MvI@d-VOp@C*U9B9IZ(W{CBYs4O+(ow2552b0PhkJ8}-Ey|5Zu^kU
zE28PhR=$jAr3ta~gxTyberm^k1xMmj2A?sx)hqoV31y`9SRiL|?Z6f$erLLux!!be
zr{*saaBdLa<v$8Io!Q+@DDo(KQq^$GWsR#bC*-mki|{f*@1%ciKIg6Os+qw@640xr
zLrlq`Ek$93#-Lrij~m1YT)A~MmDFOw5VHGr!R;`#<sA@?2h#I!x_9bK`1H0bll_jS
z%aXwrfWJ<ptGZ3|RdcE7?&Di6gG+2jyQ3r}E2Fo5l)Q|ze&q<l4ke1=`@~*FsL;<B
zWhLX>oPXT=`xUXxaEkW{LtMcB!pQTt4?ODE6iXh7d5CR2y`ER^3Id^X+*XMiAMd_P
zB{I!r)lIcd<SiCGJ6=XK<0GZ&31!WLA=t=DIK%1=|7s*6kKwu&bO3n{1r_0UZr<OK
zlq=FMF<xB->f!k`ZW-^OfdK9QC*>8kY(C?oAA~y2@KL%wdU~bxp`7MtS<O$)Z`7dO
z_V$-pgGi03za}z`w|<{bXDV7J_6==F*X?HdY#ICBacyL;nM(#xABw*982_=!s%@iP
zU+!y?lB|KZ*_u3(=G>0PGp3V^Ue`91W#;_q`MDoc`E6Q4XS=@W`K;kB`|>>L`^jv-
zejH||8unF;OZWE1Dsdsg6w`gLXIUib$R}!Y*j(SdlMR15-1Eocvzs8-RsqY3ioKRY
zYa=IK#n<4zdWf0@9gaf9Fh<FsAYMmQ*$GsvRB*+~>Z>D^NJp1U15LSh;l+K}lT?9G
zwa}m7c;oxnmO~iQeSYwF<Qf@P(L;}wB5aC}%%6-3Amc<~dP#F4B63avxa_-OfC0P3
zm6#H(`ilhUc6v$iyueZP+=g!>`RBO8Bl5|!DZWBOQXJZ)6ozf1Fj2fwQQxKL0Y@S~
z0n7Q;+dK@RDaZv5cX^o5>#Pq?C}jqtf)ez8JSSlQ;$5$9T+dw_M60Uu#%l0V;z{R2
z_uu1xa4tFS>pYO-SOKQ7C=?GBRFx}^j2vy{?T?oUs>djiWWpCI9!K`ZI;MpgerTtR
zN<_iK0F)?Z1pvaeqgA_$Rq`U@Ui=O##00~kSYY-I$b<;9K+*f^qAOaThA2$41|T0)
zmabceA=3A>ei2ssv^9@GFiJt8P~KvOd0YuK5}@(kdoqo+%JiCv)xoP+G|~Zm=&qEv
z@ld_q^c=Mdl^c7o2+40EHczCv5}Q;Az;Sg5rs#z_jlPD%(tlnXKqiMK>eGc%@(q|)
z+{V&FH1&Ux1FT|JT}AbAIX=Gg4w$qE;|1w3UG|NQRm7x9>qy;)N9NA5^<?{3*BxHx
z{E+p6Djn<9w%hE3B8##rC>C%Ew5(O9CGRlE?qMehC}}R`!Tr--IX15~Zu}byns&)6
z?AOgm@nxF-Ha^*Y<WyiCKB-;`>o#+=^CCX-$)5+Du|$=JW6C~r+8)d59*HgGbLJEO
z$~RlBM}y7Af^~1e-#CH_T;vUF*l*mP8*o$TEqhin(P-qVu$QqT(D!!sZ#s(=!<$zG
z3P+ItBj9=~IG?maeY=ViPrA|fIa&AG#$3lQ#l`WTK`CCg4m6zN3Rr)EPFNF{(P9x&
zRS4&LbYXb(&i$GI4)-m)t^0au*b}metgXv`(VH8DiQUz<A|idW$CJoUVk;xBslWCi
zuGg1u*GXWJrpxFknWzpJ1}WOcwq!p1ME1D7_lBe*A-y#v8JByCAiCzhr_QHV{VL=d
zq-_K3n8A~B%C>}25AuUKHC+vG2*~h}R<YUldL>24BagTx@$3{1zWaz6=VX;?e%%t(
z>uWh@s%1)<Wdg$7ssYT!%_63py@|8?opYsJ8hO(NLvmv^KgPx>f{nzo>OvJ|Py1e#
z5VyByi04^;#N)mh;`ZfcXu#3d@~d<7JI+?`9R-_(`lfHbk6bc@=noRJD+1UaLXmJ4
zmE-w&+D|@3?;SqY__UIJkKjuuFLvGR`Q)Yne7NQ}rfy6xmQ5G@dL5ns^bvk>>O8C~
zYVNagx@CUnZYJIPhA!t$GgXS;z2d&vQzLfmOpNFAH$BvP$?^~a9kKQ>r7I9U`ndui
zQQ<A+qn6q<zsnN+6i+k1A>~xvfvcnAYy;SQyi|pE+A0`?1j-7hOUq2Yc<O)JFjl(-
z_?T~*+WTl3Bo&vMeEK~4k&T8oiQJ<~Yv#dtjoG0Gk4h6VxQXSJ_Mv#9$JYw)G2`P~
z<FtO&x<|eubSGc$B~Lvn$xD2;lTp-lG<I#~?9KM?1CDdjtb_PK;=k~9%WOFWqUDa<
z>Aw}ikN58<Vq?G3J#K3Z#<%>q9N7*D|M*&O{aNgC?)LVN+Plig@rm891y<igskUpL
z5u!y!P_7q_zB}+|kNEiZSWr#u51EvKBk*ugkse+MxWFji^O#e8_}f{Hm#Rrc7)n|-
zef~R}PK6P&q$9o@(+!742@<&Br483MFq5RSsGv^PR+ifp&lf2^a7*lWl#N-|#E5<Y
z>69A1XM#gBYVUpofrle{-3yV%a3$;$t+xlAjPBA2Bx-TI$_4t+6aR;#580tBqzREc
zN<Oda)Yv18;Iyup(FQa-(Llk42%=H(eCX**wg)rM{H#l@53pne7|9K?sT_axOFz3p
z@v~i(GP56OAcJgx2Vf*TqLG$o(ggPnLI#qJU9te8Y)eJib!qxe0N7@f&dY4cqt>0D
zNZ~<ob9VXI^*hH6z@McU7MgD%_X;!?^a2+igj9iXPm<F7jhF1KZy#|WC+h3@lj_GN
zXp6&?GEC`|^B-W8#5;PU8xZ<O?}8qPJj~~C?uSdp(~5!ZztMyv1a2K>u%3JO*u0_K
z*jq-#MMlVi3vPuy=|np{^em8*GR=Bjpr?t2TbdYu24~Bh&0rF-&q)D~CTi;jCj;HK
z3es-4I1WVi<mQ11SOsYafq=`GF*a3C$spiTp+=9DPAn8cBcuQ8(S3*JaR1RLH)hko
zcL4DbBRg3y&;d)Q>&H<@3wNVwUc=Y1MDFg)zeyz5A*DFiNC$GTOIRr6u*U4;>)>Q>
za9(J8ayJ9qc*vo<gnV&XC4%y)?jZy{gib}zw=?{R3&OpC*pShe1hLs`6?p;ZkWQYz
z&+*r`)jEwJ%IOSc9Rsu+nvFfBO#;TJWUR4ruPQRY|5ac`jo^&c9a4N4Y=vpU1hn!4
zCAl)Z6eAqPL{dL#X9MrnfnMHkl^0=og{Qn@8U-5idno_>gkjzT00m_U7SbsxM?MxV
zXQGGhiAjD_4wC7XiEUHsG{hkB>U%qt*(^VLDX7#6H}CQYFqd>BYq8w(-^L+c1FjE8
zQ-jodOMa}w!Ekz`?z<A+3Bf*au3k)>4kM&VFD`1>`A#)Yh@uw(qz<1u8}UrYbGRUN
zc1(1MgU9Vxmi^j$z45cL@n26*L*{sN@<7JUd{T$~55mgT*6i^9Mvlips>8|D+w;}!
zu8AM~k9Xg;pqoxMTPP5mNHN^-E(}53!=VVV3+?E<`CyHUu3<N!psmov$>_W1+`8+r
z2c&<=;B-b+ND#B0+zva(3<t{$$W20`1~##oW6o$aG%Bk~3ghQHRu8vI-U@4s8am0&
zgYZ46ukep(nxCEy&fQ*&*<L)mv-3ir2|Yg_;#wCO=MR_+8e8|gTv+0ne~3pgGkbaa
z%}mdjzRqRZU~_VFHLzq6`^p?HB&2cklg3TAo_2`IMDp?gR7qcd&hhRx#H3S#vaI|K
ziLiks%<w^RfeRfJVufsMlxZ}-p-v<*fRn1oUy{<n=@o<1Uk}e!X&JBvL+QGV{89dL
zo?-B7M#93R!_3dZuIWk8`ubdgG-E{0jm~%K<Oi4l19t?x`b3d4B60Ew7~s)$*8v^T
z4(HJ;V*tE~5hvK+4MXfKhEeNag!P=(?>Vg{7Y|F2Xh{af>2*$ToEC2vbkX&FTo>j4
zNx4Z$VV9=SB!BPNYS0tWEUOscL!2Kx*=bRfKmWI~LQ!}AaSpIC3@gf3kB=*jjY!T<
zN{`P<4$n)Bj@C)vs%dI{LbcWL@2scc<WH?nsLQGU^BZE<zD_7fH!F%akD;rl<m;!T
zoHxlfNO1OlB*Ys>(T$@r?z=3rJ39;2$20jm;oI}}KS-4J1WyQCi;RuZI*+K`U?zAl
z$Dliqc3JRfvY9-w-Kh`t;%t7(aaA9B*b}@z{_L!3ePEEnZ@yqrDWEF!;??F~jrB#h
zlJ)Dg-u0~%BNa6VZ+>5W@i;&28GnYOb$-0lJn6gi5m7Na8{E)(xjoYJs$rGF=-`pV
zDF5YqPq%mPiyYpUKcw{iTAU#9rJzl7F4b}<{q6nS*Ff*YRZCN{ho5zc!Mkp$rf#Xa
z^2zH-OWrz9K?euw2k)yK3K@q}e;O>tFV;UZ&;-fo;*74iBO-8lVR-Y~WbrZk?Jzq5
z7&QDIC=3Bs#+AbvHFKcCH$Vr;t0-{@G(G{E*vdlB7AS>6-Ifznx+N#UEyv3*cMEN9
zkY1|KSM(`O>W^T~>uTXIT$WjH9eVp!rWu{PsQ$B6+6};F**_X235c5U81Vo4L|)Tq
z^QG*5CnK0qHN@OT)BygE%7;o<1jm~2Q6<%d{;58EFCWR%VSr^;{$NVKe>8!z4dp%G
zxcP6ww$BqI)0{S6kD|1rY7SpwQbFQMk|q;xa=r7w!}5aKGi5X#3kO&)P;XcNF$2wW
z@d!I8gaU<ohXJzFsz`_f3c?<d3JaHU49|;zLQz~`E7cSQSu;^ow5>suDzk0$UC0I3
z%C|7_IJwO;vG_P7S*LbHgH}p#)C3l+4*|TU59y(8(AzhYxZ=s`Y)}>193U?>O?_F$
zU%pw|TrN0MFoa7etP<WaB0#zPpCZ%Zc^nUeWek}{6#09Qn#3n6h_7m2gu{mpi8Q+)
z;Iiha#rwq2B~O<X!H@=LWk87D!`Ppgcx!7bKhNaS$SIL_IjqV2mE71<P@6n8f0dN_
zgsD|^Ei;UF&bCT%YBt2vFQ~36@uFZNa6sm~{M}r+-}!)Fp#1I$dt3b$2C1|)g>Kvq
z<uXVE0Pcaeg^8f2kFQu(fMPG>e_rly!9f4>T|1gx780-}o=U)6!D?;&CPE|gdOLwN
z%a^PL?e?&P;chfvkk%0Y^}+)2ov`M`@0?-kghWMZ2yn+HdRIsGpt+Zqp+6p}Lf)`7
z3&S_Uonbx7;xiPfK;r`Nbk1Ej!&KDP$9%c)d9=#(V?R({6%Vk${=>hUJ@2cjIV7L#
zx?N3jSuc0;>-NFZNL=jtC-xBL5ZwV-*UE*sjDM&TjuRIff7Rr0>8E~vPyKA}GB4Db
ze38P8<&Dn8AsNMI6Guj#lC{n;6iSX8^dEE8P>NxsUUGR<a>;0P*@$uPX97W0P1*4I
zgM^6mGEH409wA1pdd{cRPt$q7$4DA^I0T#4`MA3~x`Yh0e%q>@N;Wm2a{{De>K>#j
zNPg3^vkCH8nZ4DQGcC_vULa;E>`rZ_YY|dci(c#w&}-);s5Pd0rV~4lJwvN#C*4<-
zaG2RU*y~Glmgcv}`8uGxvh6VF2aFw89zydsYZz_gjW-2jcJ5NIr|+)O(eR~+zs0Cf
zwWCOs+Zn+~$P^a%f+sas(N_mpPvlXL3;XV(Q_sRMB<nFB-(-bil#mC$q<^VPW{VkU
zLuwWuafF<>7<FXuuJmvj+z~PtZM%MhHK{R1msK<)Djt%h`zul$8V=1QC(|K~<OvV=
zYNsp?0*JIcAZ*B6d~ZX&0BT-YySj_FvV=#5r?9lPH}OR^j|$~u>$LxWo9ve8nS%n`
z%I>hEE_ihlevmW02VHD-PSggMEQV?~3jt)CRM=t5@9B`E=MPBC3}$BF)I$Q&RSymq
zROS6;ith+^ab9s`$KI^*w^i>MEAjtw+L?=A&3N8+Z`3d9UOHhawij4fC)b?lLf<v7
zbk#HkzH9k|pCP!WUOq-&6Prg4(d7jIXn)&;On;Axo2m>^$=z+a-F+|1TRz1WJqk#n
zC52`0Qbe-+?H7A1G7iln1u2AwA)J{|DbcohOquT@xGrE3+>l_ycOS^0QFx*^bCDM%
z4_=9}lydjDbyL4tHrQ5j{xMry&)7Ec>ejm;wbm-$60*2+wB0F7b4Szfb+)arUmTP_
zpS<z?p#2r1-YF&<$?t5}a*b<kF~Z7ljLaUu@pSf-$^@wWfm|i1ls)bJLkC0;5{9<b
zSY{>GB4rc#KhC}{-FF=Kf4Vt)dbHE2Uia<i7f)X|i(?;;z?j=v4Rcx-kz)pPHC^<;
zT<edI$5=wyzv;tQUy2irXKHL5tUv8oecUlCbItwg{zl~STT!=c@rk5t*O(V$Dm}mK
z9lpm^2K~`jUx^&(@1^Jpvsftkb0nnGlvp#)Mf=CR^q;_=Y9`ldO$)4Ak%!uy;*s&r
zkxXR|DXmenQWpV%kAp^It3qzys6VBQm-OB$ab$fp;zLR05mY908wI-`2*FA2!_n{Y
zY}$k`PnK_*w@;wLyJ>*EfVG>!i)gsG)5hR?hkF+)%q-)nkF1@;+Q41ld}IKUryX{v
z64oi^mDpC8s0vX*){{Ye?F(BRQzgwA|0|*>KaK(P6N!|OL{dQ$y`>dW%R&(WJv}^7
z%UjV}T>M#>wzA)?-wq>md<S}3>PlYIs8eMi-hcxyN=3xg=d5X9Nut7_3CJtZy}77u
zpe-sumhd8GPP8AGWVBzPP{Lr+ioNXY9tA{mf0xKd_JoIhmXdOe{M4~a59#+_0Ps&P
zX(5R%r;%uX>QF*>of;tOB!o)<cNF+3#Tp;B3BZN?Myw3m5KxL-JtbbYxhVK7luI-h
zz<J<d`bvy!wj{WYK0xF_YVx#$j;kPr6jtFE7g^p3GvkhWAifU*Xs;KM7}XB~%YfJ{
zBW1(rLD}n@l(fJc=R!sK8x;;xWZk}jy8iLCuHb9Oa^t&_a%iuE*b!;6SfG)EQXEYO
z0XidYap8Op$#1{^nXet{8kjqMMoC8mp?*Ev7s@7*>T=p$h5ciYeh@a*UCjdl-+&7g
z4OcZVMu92{z)eV#$S#;{Tt2(BGw)}VU8Cr0w4DY!Ry;JUuTESfeLwmq5p*9FbEmpY
zTA!M8<V>f~gRnBRNe`t%SGYWIXJjSq1N_B{f22k9x>3$iIjSZz(#o5;sX}(JB_7%5
znk$i}OZlSjHh*MFH|t6bXVZ#3gdZ?Jc+te_)4~@;uhOX04s%kJ2BLzClFOPoF4g@C
z1~#{?4diU^S6NxN*^D;dpQyE50H_T<`ZGReb3VrQinZRHfU~oDyY$0RMg6HSHj=+?
z{?+|WlRwWH%1++*SwF2Za(b$L*woSZ#x5z+MaFEIYJ3a$GyMj7P<YK$zI<<;49<@u
zB8wL)^mB+O=cKj#k;b~JOY|@J?{}@m1+b@%(qAOQFS_w)&dTuBbzRER3Q-g+K`iB^
z4dFt9*tYliWHq#SG4K(7A5;iscqUQa%)iyb@I^$lrT?A;Y@)oadUs(D?gf1y1_U3s
z?QTtEal>b;!>yn4YF;sLX!_?qku`)D2w@6<`5QL`Ji-6tsa1#eXN8mul5knbG4eiE
z<6GLO{_nYpkpuB<#fD>>>@@}BU>Vf_e$@chG6l+;cW7=N_EH~nQCS;AH|>>KM-SXL
z+o`P1tD#lMu{s-Gyz<{&Y-<iWT?h>zh6ei+LofE%Y(qnivUcBH?El?5s$4%UC%r``
zt7kOOxp6kNzro?J5743SAN~D1(2g^Cy!+hmM7zZ2V@q&rjYn<6!{Uzt-&&s(wm!*o
z`P^#%q1^sMaY$*SXMS1n*Kdt=&1Fr^g?)yex3YX*i*PtSlQ+tp(v{4aIpQ-@tfrsG
z^!d_yLB%fYR<2-X@g?x^;X=`eSFqRQ4=IImnR~CRdcp{eqETg3)SnU(K1H*5{9-L)
zc-8TVS|ZO<bu-oPv+;zh_QtKU#<Zo4v`!(~SG5(5)uk4uR_{&6S;mf>?!GUoZm?P~
zw0Hg_>0_KL|LOO*Yhq2~=f0BtotTaA@t)zG<D8E9)%euk4Ik%L0|w824UhM5{5Wpt
z+w)pDnye!JUhFtn?qVwWA-0RmJR7*T{^;@G;QT_%`Oe|t`m0wm8nNj4)=SpPHP4g2
zmX=*+BHlajoRScGL>t5fQ2=lT(=B6T2M_7c{qOn<ZAb|Aor+4yT#0UukTHsW%{dlk
zz#swJ|83A5M%}IKaNurzY3xHQj8spF0QT(>;*;IJx9d0}m9ytX@jxq6K#jv>u${bu
zR-o5#Dt#>ZW03B3N5$)@a)OI<FDPvM>*_LD8?`}blBgleTR>ijk_iaYk%T*w0eo4A
zGH<Ebm~N+|tLQ8NFPx){*S)6Qjmb!%ik2Q^_3@y=N$q1tt(N%3z*sHb74UGr;rPwO
zO%`HU`l}6P|1e|=&<;$P&3md(3!Ib;M#^zVULY8$TDb1M%PiL5R-DVu0bX(~5S6(w
zxCB_Eb&>h1FCttGZk>{#s3^lRQ53Fkw)!QGnzTN4x<4sZ15ULwSY=Fl&_hXtGz>qN
zEQy*c=R(-G`jiM%3ar$->sQz;&2#bkSQ!0{uk7I@WQ*6EsoT-Wy(n&Y|00MFX2s}(
zom6Qs?PtCLg@}{LqEhZ}rLYJx17oPJn2^GZin~L(XWENY4|qT!xc~CXx({&(d`aaN
z7+fG#FbW>Li7#5sX^5%TrR6K{;cEwjYu%~jo;NR2eyfl*pA=C>R;2&vxS&<^!r;W?
zFm(z-cUbbDdVl8P6O|H0$tZn9N;EKw!aq_aaT#Uhc<?~D+SsLRhVMCC%0N;{BzPfU
zYwi@eqNR*}ySFytY_g$Ch?M2X34sr!FU^G1+m$O~0bPOk$-m!|44i^s&9D*l==B>B
zTTJy+;2+G)4*94d#(8rRHVhJKe}nI=x!*|_<A7lQ%k8vFauxneY^8?RisWx?xO6@T
znIC|eo74>jJCy!TyTyEgF(rEy2Fxuw{HD2p#y_^;n!q7xbUAVpH(V4qP#{M9pLI0K
z`?_aD$2?>w809Ve-G+D9tkCplDv7<I)y1J$euS(D2~~tVn|}a#kReStULML3d-Y^e
zwD+x@u;>Y3Er`OLCe(|aEZN<R7L`C(QtLc%Xk{TL&eLAdX=>nGO*_$oKG}lc$Tu$u
z_eAnI-!8pz%tJGA?$<@sI$i<V5O|)4tiX3T^g;l+z?=Z$lIOnIv8#~Q<RlLs?t8=}
zMfCoQllAcRS#(n+G?IX^YcLaz-B+)Oq^-Qn;P4RH1`G}I)xZNjcwuwUhcZ_hwa|1z
zuH~Bi=T9xcmMYv$*NomaoW5Eedp0xf@MGZF#FftA_C)ND$9j69t)%d!i-`jY#K10T
z2;n*m=z9ct@2}zTN39h1&(~+@CK(mXtYf)51aTAuIi#(Fd*?057}YOt7U_Qs#W^@K
z-hhkBGTqhdkS6ht%1wopqq6VPx*r{T93OgOf-fy2BPS<s$x#|Ed4+H`F#BaSm<)iF
zkx&P}6U(g4BDdY5u08gUY4HeP#oXw5ivUa5+M=zk6_drJUlX+AZ+Aa8=(&4c_mjHN
zCyk1z-lOQC$8jL;YuQ2yw=C{U8CX+b9+VXX&^=-HPy9T$iKGd9{^Tv(9yac2S>n^e
zVZX%zeP`jeYqeYL>3xJV4_pXyu=DbR>(Rdte80RCuQj;Rj}nOfzFKu%pFQ^_Ww@7u
zADnD&E_w5N`6gK=&pLHGjBed8nWG0S`_^8E@ntU=Sdh6^<I^V0bbMFr>%66flC4>5
z;s!%3qS(n!E<{`@-k1)~M{#iQqp$DLrrQYy>+X>@G&xxhbNeX59K5A~#ZT@1{1kYy
zFc*sFY+!h_Ua{}rupZJ_8*=BieVy;`y4rg((l2k_ekoI@=VP({gOB~wW{G8TEZxMl
z*v;IGqpFWAu<Xp%jxXi&K0r}(xN3gBYJSRXlXVijKBVZp%jt!5tbOlS_2tp~8n>43
zjWN|zwKf&-<F|`*t(BJ@l!Lwfi-e1RfA&wern^p$G^lI&bu1S?Prmyq-&zB5nLM|j
zx%{;gu#LZPKDnsh4rr+%{#rW=nLB+NeA0C5N8RMpfX&ly+y6SxUY%xWRQ171n0D`p
z%;wtEzwGHB>B@QdcldCm>u2;ix0D|RUvgvY+;(u&@9{5ZwKczD$etZlw+87tuo}BI
z9wbalKHD@J{lt*=yKd=dxbk(W^TR*CmwHPJdrOrC5{$j1gk*#yrGR(Z@GYF4^=8)h
zC@qOg#H-8bY|{Q6em9d{ZyqJ?e?a+D{G}k{DuKkn*~mu;$@l<xh-O=gypH*xz;nlt
zlZ}G~5hx|7bo-W|O=@0tPG0|MY$uPJL0X}#oOMoKx%N-}<@vH+q2DB6)I6Lz;gdvq
zxRO+2j$6#;w3<EbxB1>jZx=iMN{%sJH@S{;dYvSy?_!Z4MA?O{l#`H=D&!hjv5%Kz
zDcg{VjNl@5)-#!$u#FBmx(|iih=2oKgdmYd6)y<*yO{2sVudHh)WH!<bx~a~Y2KWS
zLCAhb8&5|(6wH&72+|@&#bCtO!c$?)bgO_&hH_RaEH#B5Fven(dcl)v0?^O)d0P7V
z0*H3UJ}*d+75#hec4J7?FHr&27zMgt6L$1$QR*r35K7Xj5BL;2byZ-f%nh1=V!P4E
zvh0zB$Gr`c^qneTZsqI@h%k3VB)9lY+Kz5)TAZB$gG-b#t6(ILfzqiie@YEKtyYA@
zW4eSrZ7`QI19wJG)GzTf)=()SL6lyB=FgvfqM`<wue~#cbbOxqIQTi7YX$;~tarM7
z<#_V58*9hyoBVxV?@2RTF1`EqIxEkqkWr(jJq_pM|NPgzoBgKH^%yZ(rJWh{jz_S!
zM~L@SKDxo3SfK%hL;|}GI2b$3{C4{#&$-6S<z>(W-83*<!A)P#UUUuIiRXrk<}#Nr
z5@JbJodEt=RTv3)5dsEXa+}}T8c7SMT><a8T#ick?(GAE3}$5bc4b;WufI423XYh|
zMVxqqZhZ;$!oGMmX?;nuZ~thu?#)Bju;}*Z&#B&C592avx#()ze)xd1RuiHyWH@xs
zG7${~z}|+oD4ukU_xJt&xI51Ow(HbBV1;r@iAE{!(Q7s!i}oBB^o_U!yjN#>>SuHs
zXUFGF+a?4wZo-<QUFnc+SV#QPdf`p0?CjTU@A9rwbj3Oj(Xs3$^g{#`xl!EQC@Dph
zb!rMZKu1;5N=+%%)Ya3`)w`>yr=_WNS6An*p`*~#gJ&7MLJkc@tqmVb>K;9CcMk}e
zuWW8^1EfOLGzk9lcD%)IySC}B;cojhzV~>gUx}R7>tx}e**mbF*tHy8WHehdoYnr-
zSQ@8a-TXW>$<q?(^t^md!T#H$@BY{|^3kyQAst4==t~1kZVbZ|gn)hjn2!)1Lw(1Y
zrr`6aA)UDv^ZoqrXuSdDb|&S=&KlA&0@Vd{Ev>IuYCv-2?k}!<+gQFGb`d+Q#$%y0
zNVt<u*0B3`FUTwpV4^WuU0de2cX53!iIQL%x&@E(`UCEKppQ!_#M84YFW6x#zNKmd
z)NcG&DHnaX@ME5^7NlecWjZ<JCphvUD9uex_CM>+sNG8BW9^za;Fb=UAi_IrrRb00
zIDXC+)C~zNA0B)L5cJKUXRQwh&#sGp9J;6pbs;=Ge|7<|gSqN@PAMec*kyPh#|GVh
z4D!eEIz28h*UZ9yqqQ9&xxn07XlsEG)tVq=w&E)ABzhiaoX_I!S&I+R-s9{A@YH#j
zc@^8TGKiS66m9!MxUeyOOQwv2$yvEPYa_FQwccF0qutT=3covZqg)H*WH-PAc8Z+f
zvLXMB3W66tiuR%n{Gu5&p&*q`*o1wpa>G9$dG|O@9X{W;|NMX=B;_Vs;0Xh(CjRur
zmG#%-!8avdwMzSo2mjGt1|4AYkK#k?=>qXzntRdkb@=CQ!o{sL0c)lYPql!<I(>>Y
zdTct`6S`j<EZvEBg$7LVM>vG9vX1X6t7*L_T6?#_rIEu;DNgL<gK@x!n?laf&MdiK
z$g8H(sV}ZivZ@<vJOa;dXI0L*{F@Zno&ET2$5_Rh1hsX`q}$$I!o$QIWy$Lj>C)2K
zXfxbkF<faiUu!mh`>{)ogv`Ah)*f0P?z0VS@cp)OcGjUR+VG&ETn%lYA+emVj?M>P
z=ucaI{wMUuj9TXowazrP_B6!Bf?88Vzu-oHq$y3vkTk$b9r_cv7@JqP(I1g;IQy;I
z-RNnI61E`zo(K>qNsjM}PteZbCY9m2lOCcQy)46cG~bp<7Q{<^VL{F&v#-m2g#zRj
zlv-4jG*S)>?P$nPG6G6mnxqi`p^}p;+lOQAv6H&p%n`hrtpvxbXn4XRZ5#Z!@Er}q
zh0g#W&g9}*adLL1*@N-y2LSwV#4%nAz!od8fd5083Jas8r8&W1&=pn`IF9OoE#~>c
zXZ(8sq0s>PLzG4b88}6SwE+WMudm?%2;c~pXE8uUeL)Tm=k0*ehao&A4=7SYNiNz6
z6m)2>X<*&~2QU6WcZY|jpn7Ggw4uCDAYjJs`|+)Cr2(J|gaeM44SuGe0X^+CA~MFd
zH|K!#AXJm$!0SG}1P&p|O?DN2iiTdO%rou7>f!?I@IY4P3JMAAt%p9~3^M%AAF3=^
z<}YyFkb5yYu?yB(G)NsWr7BK9Nsz5Xs_Q54{e*>M_Q?SB$teZUy!)RLHHSdq1Og3!
zJR%TEztN8C8C~2Q?xd@>b{BcSxenJ6739#UUUYt}E);^L;{t=$Kq~-qc4bMBP@Z_9
z(gD1rGPxi<0e*J>E3!&jAoT}T{mBbaCgCA?8?f@UIm-=j?#l(g@Mt#^W&2Kcj1zN$
z>N>P>5s@zfr8+^ReedXV`+EE-+dyWlk>91I{UtYjR%$jQ5r-}6ipvOZE@D3E1?~r$
zS?#LeL2KD-LhN+$m&WloXUQ$kH?ePyDvCEtN1hwc2RQD?j?{6uSi;7B$Eqb!oE}AC
z9RCEQm7O@Wqs@FB*Er%k=s){G+`cX&wCNmy5Zekc_IgRfsJi#|Locu3bWt^52)fX6
zL=VcWaGli*AfD~5BaCqfX7J*d^YgL`)6Fd+n%KT@4M9Y9!YYF6d(i|uY^MiDbdu}^
z)pCYfdl7M}QN*244YrF&{`#m~G&}jH%hiV{(OaVV^bAMgs?mR`(r6~$-t+Q7rk(;n
zoiFFt-Ty)}(6-5vx7XQQ(gUM5#RmZ%ua|#HnchR*NA|DJ_eV6IZaXxPKNm1ngc{Ai
zdbRV5`sHc>XF&N)p@r*~^|{4QR&y248kc+C#zq>6nbgj6uwS13d<Dcp_H7s1E^QaC
z{U1l?9Z&WD#c{5Cx#qnhn|sk9GPB3Mwv6mhHrcbtjC(I~GfE{{Wn~jGvUf=Kj>smf
zYb12t`}=%<|Mk!x^|(Iw{du2rUg!BF66_<1ColXEq|>G2FV&kRUYpC)(<)cQjZeEa
zqW>_4FlA9<(=z*d3?{`NOAbg%)P8@_Fw!=)|Nep3jCx#9TZMCB#goE1pQZwzPmMu&
zC7~_Vp&x)((8tJ}`nL9_kCjb@pG%vH@|v1kO3PZt@7={#Cp>->n%P)B<nA$%Ij?8v
z!zDPGD-)z%K<d)V??-KMl5>1aaZ#g_RM-wHU&*82H$|@<=29@hVlNw;m|PBE(i>&6
z@ISsOTAJhTTwL7J&|q3pI-N4<X(2PWa>K_l_W5mls}k{YDOQWj6dBhb+s49N)1Njz
z-esQyW$y;cS^lk?Vyc~i1<O9S%Iqs2TAfaPwqO61a_5Kc&%;T)k7Jmd&sa^}<CdDB
zw#|^G0F}1AYrD&9g!>M#V54?a`@i$Wvz>o`7k{+>-6ysF-P~;dq4ID2_;}&qAX9@w
zCfshXxm}0ZZRYGIogxMyD~E856sd}PW6_`@!F=ZbT)lT?oHqqafijRj1!gNku%yIY
zrq{fGhnJG6h*SgGDy_0*L9O}Djf@H#Lq~rYC(?%WuD-vqu{Ux?(>b4gO7k3DMJIkn
zyM+;x@WoEh|JQH@?O;`mFQ?IU3Xm~3zc0PfrUAZWd{s)kF|^unE_G!2)uuZ^!f^cK
zf<i;<@q6XepfQ1Dpw1+8!W#aTsA&Smc+0%6%Ji>*@4n0{vjz?(>^U-1<mRBKIX?|B
za%vJ-GeaJ%0V2yZ{vu_iW(Fo0h6khQ@&VvMkN_G<2LuF@mWGfhGuJV1;jz4}qF`e>
z0CIv}v(yMZlR1L`5M-CHyn|i1cgn6&`4j_Su=-S<Y28CG=&#wO_%x?U*3$GvT;bFC
zxf;FTlIQVDXrxs-AV@}6_ya^OVFHT@9N%yioHt^#2m^NsoGMd<poNW#sSh)d_YdEQ
z5&=>3Izyz8;34G|j3tn$=#+It!(=Jy!o|=aSAc2`uvTC;K#;62s)-4&ZyU)RQ9T$h
zYWqo@^Q}3YB|EyRo{;I`$ov(V^Z?M*gz^YT5a0`b{{4sjA))5#JwrYH9Dv4JJtE+7
zgp-~6Lr2s2OTrw08LL94@w!sG=w}Kw4hxCMTp^yzZ6ZQ;G}3=d;tjE)#7hrSuQ|wa
zfO6$v9HLacpZHlckc0RWB*~G(7#yB-aV%AR)yWBOis`?DowNMn!$x?~A<9*p{g{!A
z9)@MFAgc25=o}@Qmz2;3C^ahijEe6(!S)h+C5^U_t-M@h*X|GEGe{J;>we|mkDBew
z8hsLN@EGIEWH4MiEMnVz_f=sN>Me%OKM{+C+W~x%!46wte^mhmK)eDZl$=+DbJ+)S
zA$NprR@hpUskj7^I;tqE<96FS*JZo;inB#=0=v*aJ-hdv{~lswm&x}cY>CIG_Q!27
zP*?7UDh2|~zn)(;ULXI>aV;7Va1%7knySO8xT|;9i$hW%>*guV`8FVjk(6}-=kB$1
zpibe?!2VWf59W)q)m?3<rq<;w__dvFELt=N{{lzqAc)z}ySlz$PhB!6_&=iWWci7c
zMCVYvf>5aQWRnJi0?*lC)t72iZPSW=hqY-DsXTdlP=j4W$6jgGM!5mNVGZ0HFyFw&
zDu+GqXLTNcbt$+41-S!2_qMLG$1-}&DB=`GxAqo#^ps<L3JaATxE+in<)T`uFke4x
zeN^t`o%nS=ydFk*hYGfwR@)FllbK|+yZRKW+39Hu0bBi)FtZ(kq8(tDC0f<)&g39D
zmdpV*o}aFiCg=tDzPEmRBTq611uYW3DiefOam%>RKBxE=@D=Y-E<4nmK-V<9=Jg)!
zJTyCUdh|_-tHP%&2U%__YYbOuoo}s*=J-Jgk(7G+F@*--wM+c9B6X;ieCaUc5xq7X
z${6bVGxYi2??xeb>lw7(d*|qiy`ob90M<c7$nsqRRX>gj1!7(?UPyN;(xnOMxYrY(
zuU~`pE-Oj?>g;Z8T#fx=mi&6_4n=NEa(3OPF!m=cKK}&SMUil906_B~?kyb26#;87
z)a0emHs59?$-4Qe<{z$FQvEK@N1A3k=Jz*=gsl_e;aJArkNTv0TiuNXEQ74Sd1tq`
z?7V(idHULWYQN2Y(%9(S$ocEocE?90bFcM2Z|i-l`XE2q`*InIGu(5QJM(v|ymxK<
z_CMAA@eO9!wTiQ`75vw_N<(F)(_K>}_$XLsbEKDj<hsLH)uF%Z#leqWxueXHjnD5N
z4f&{MFN7$zl3X7CIp`VaezqRxoWr#-9OpJnU9`_&kahf=_fI0vV@5>C1Ku{qAcl~+
z^S_zR!8=OzrT3=4ai<!}9Gwq%Bt5Wsz;R>zWWB8Xdu+uog+E{8OHW-M8DxpwD7+%2
zC;UPvC2sTEdgF&Go=~fLWl<4jQ5At(R|RfKO0C_E5!Dm>ax22T)e#E6(JApRc?sT?
zNUvUib-c2{k8Wf@3;M=5-GVuX;e1Dz__%-O3*W&AVN7H6`~;q=n(_rp3-E8aKD06L
zj3^gSRTboy6p>Vrle~#idzoD<q-)B04UnSTG^^+zcU@b0>OO#dP34r^Aq^*wVwf(4
zm^@rKAgg|e>%Zwawqz|c`2pl_kvJ(46Kk>N^h&o$l`&f48DMritCr-*GSGRduB+Q(
z5JrFbB&VYogX!m%gAac@3~j7~6d~K3esPp@;N=;B<}WlRs$U+k5Q5SrSj>d-0_dT#
znQ5IctQ74_fQJC|h7Z+*1bU2eO&ic)V4<3#1)FtC!j5hU3&*2HbJ6&R+MsClXk0fE
zMTdK8Bq^YmcklWpg7BT0&~fE8<TRnuB@iqnnx+owR)@QGYV|T3$gN2+2T>4^XNm@g
zb-JpfX3HNi_+(6fa)%Hn96IpL!MTxm?Ed32RRzcUt0c-_9C^Na1#(v}6)t50JI81K
z((<QVV>Peb(?ze{I=&kcqHbVt&&erO-6Sou%;ZK=LBTqkv!PF@*?q%sKj#tMosJJd
zE^Wb1K@MSFfxd1JJEfZ=nxOZaZZ;4jn%7SkmqYgaTfPUh%-4}OK9SotPj%-=TXW~H
zy<Y!!Z-)Z3M+b2ApX+jXT*Zs`6)4^LsE(t~)zfG=p7&PdPZ}LcuoFEL%)X0^)cHic
zr+$a|zbhcX)V6~I2|i&ch+F=|e}%Zo65|9_zYm|s9KjgU0fd*tOaF`50$1o6*Qv(o
zqZrRqIQ}OVE&uG%DFxVx=3eg8M@iE_9-@1H&QECxaW^WUyv2<Tj`9<4Ul3?Lm@vBk
z4dr{Yb<r-wC!5@<`tM=*c5}toP3~2r8SQL1Sz>J!;Yz~?C3bf#Ji|^LkS4}R`7bH|
zqAT;iH7!mnTH2%TnZ#zhNF=G#Rf^p-OHWQkynXdZL_u2is<hZmX}g!q*)Q*`X`~A9
z-+!5wo|>bZWOVzPk)ENhuAzb6ZG$^^9P|tf@0flNd3gBnjpv(ArxHK!-TiGo1gGu$
zcb~<@epmSLh>3O&&@!RQmJm(<QvbzG>s;gM|9o#=zHb3B4Ex8|<Iwu!6N(b`>}P2M
zJ5_hLEkK$wPH4Ejke;Ey2`F7Y&uw#We!J0o{FG$+q*8n4Dk(&howuFU{ay^)cebZ&
zM1P5U67HiOB~_`GP8_)j)GQL8^InzYm6h|n7Ht}2EBopV>2;6@5*P=Kb64Q-GqED~
zUW`FWxv<IV?_Dw3TA1$JD)?<_2`~s{nsPM=qIFrJkwbg>S`k~{^)*ewdl@#!72_H7
z6L7Vr8uk<Nye)6M2wV?CH|q|bQv8(asK5hw4#Q+o3Szg#Gi|v2AnKHe=qD~qk>NxO
z3U+HW@NNjpi;|hRkG@V16@I-00jy^Gi)j71gl0(_WgL0zqfdA%J*ntF`7|LoRxRXj
zlj*y5G&>v=P_mW;eMYt+Eu&~7JGd{yMH}<l-=LOBv;@6IQP(Os9KObarLhCxfeG@C
z$B34e!T)6C7wr>u0RU5Cy;GbY>wmiAOP$@vA$CaHLrqLNB*jI3eZH6^ehbXB{Td2>
zqEAe+XU_gkq8~oeFQFD+Bv^6-$RD6tc6I>EVSjwpMG@P>D61!~>4%qP&HGFh9OCfJ
zmiEO+PLX>?#Rn_@*T9>7Die8f9c?pPpr>S!qxZP$)-YkbRrj6JKnUFVu;*>)s~Za*
zQ~QH+ty$+6MD1QwEiP(yrhfld2dZ{2V?KC5k>@fm6Too`nky@xw|IBo;$5Z%Z~egY
zB)aji&_1q`Cw1jd3d$MpeX12p%XBj|oapVn?YxlI_Sni&CZ}R+DkbQxRg=ty-OUZT
zbZUHr1VhT!xp~u~laHJ-f=*A7ZgTIev|ial#7zHvse;i$mL*7LT_a-y<fE_VL4UK(
z5Q0R&LrhGw?M>eneT+TQxD#M;*YSb2o%Oxv!dF?U*$aR|{i=vF3w@rmw4lK2ZguDG
zj!U}eSKp$2V;-JTl3;*)=Ze2~J}bk+pl&<+VH6>$6F9F4*0xU(qp0>Spr{X!zH;ka
z5sZt5lk_q0A0QmzDS>cBlTqFM^auv+LZ3ob5wD;@_%$fl>nP5u`^qUwvoJ=dP}3hQ
zz$FHcbTS6qE~ooahuCh|ZDzUGF>Ca`B)D3BB~T`Jz$o}IDiY-XIDVfnNOtJUs8a?|
zXAU&}D_m0yo)Wq&KG2@SlSIF=@n1qMwhv8Lc@~XFcd+C9q1Y%m93V=49}7?z{Lho1
z4(JlpMjw!A#&~hw2r$5yAx19|jTwTW*Now%BBp)Ur3;Ez`Edvb5<m{T6{Ma4{Naqo
z>OTw`L=fsr$De@$28F0@NC26p7xe)+2sZ#O3i2hHss;me>4a4ha`5y6QnVz1HP|mq
z)r(GLg1o_hMtdsPU<g1{K{0m(lt)2=>DJ{y89E^Xm02cmQ8JFkbFGUPG;)cYtTAu7
zc^N1OGN!(q(J*+hnUNp~9S$r5_$VQ)`@{6Z8)Wp3$MNOJ;j0C_@B#-L);vk~;%xf-
zPWENs<AJ}DayNdv8=)|Qlvj?Rj_fe|F=S<P$omV1EkyH4_HH%@rFj+ZNGA6a)y%VB
z^27bHOK0q^{A8ydCmxX+gH+4GyLZL!&Qwg_@|~_%+@AZpt)x;n9i8#9`^L*CiCV-j
z2g<RB#omfS-p3T!{?fl!W_J6`<-0k_NEt<3(DNnJVbrd%G3X4n3ry-Z7Q)ZsoRVRD
z)(5HwurGIRk1+wHAF%orK-AdDSHAWTT($(E+@q$%8XqAOM`oshK4vqTShs$?9HvUX
zPI~?R!KqI2TxbPOfoDZfqaUnsULcO}%OEF!Mmner30RWF!OiNHY4(+EJu+(TXRm?;
zJyhm1X30BRZgEAL5eWTsIo;*xK!0TqJbT%{hUHY<y>0RKs+pi*;&>-6J~%o)80S!|
zH4PusQ4d1$v*YuVUrk8trQ6VeSFkqW_I3}&EVI8_1m{54t6N4{GMZU3S}&)!^ICe3
zOg2wid={A-DbF7%w2b_*_;2r+n4PUcwvRj|*)NigEB)-qGnPM}5ce~KjfU-isDy=W
zMSj|hXoyyLqLlXg44l7mpX0}3%jc%Y>>IsD^q<{a7hdanzMtjPC_L()9!&-s_N|qE
z1x3M)&Ed?i!Aj*dRXV;t*`7Y{+<iN})m*e;GjdE*G7QtWSPH1gyrsp&eOfq>kX6_S
zsEr1wQuI&&aq70cHlC??TX*f&V~M)AU2jcaxF@DwYA_SXH;d-C8FVT$EA>op{B6u|
zm|L2Ylb4f|RaTXg#{qaZubP`%VdYnG5&CLsoLpL3>v|8~XxrvnSVTt&L5Rj3U{Y@J
zxUtOx^Qkm_&u{wNWr-C*4|okNRD6P{rVGdH@_1e2nl^R*vGq~kz4r8Ok+$r{wa;%|
zgJ<3<pCqxoU47s8XRH5c_n0uR)F(c&9}yL~In`P-^LHdFBINf_H;o@cg?M(5|MvwS
z>3pfP^6&n|z-e6ei|32Tf-pbCgr)uNZr=C-tMI1myr4WP$6W0$>{}H)j+sUk;+YeV
z9fuW;JIsl0D^)!~KXY@(SJ9|NpOCP7Z6qM~YrC-HFXQKBul|QdZBwRhwcoOWf@~c7
zwZdih#d%#x;-UDGk{*#tK*D%Y=J5`YdW2$;a*@0@pSdAPSe0*|bB8odak8sl*{$pr
z8zyImn1Lgv3S<1XzD%CHq=DpsP%csa(OmA;*+m?{Ql5|Xe+7`E7y^ApukNKo@zGwc
z^6ONgm{@hRwxD!Wv4}PoXca-{Kr+TyCjmAVs(%eSEF;FLNy(xF*w#&o_pERz6<0|A
z8BKgg|I>koEd!KHomy~+4zM0xnx^?*qLwvg%-B3J&&^q~q@<yt(dxE<AYhGM11+;8
zFi=3ph9^xx^iW2+mBH`tx0e#5a_(2av1$)|1=od7w<n!C=iK+T!PNZlTcbJxV0Abp
zg9OC^OK|M^K?6@X`kYF0HhOH_=&aFhng9OnMd-CzL5Vmpa2i;JF{JtmGTwNYyHFrq
z|8^@QUb5CIk&k(>AyAm^n1TK)XyvZ!6;Y&snR+)1rGj+3%zo3g;|@;HON#rl>d3s;
z!cal6Z*G(?3-5dzEp+=O^(gUss6SC`M5K7_LXP!`5F~meL&rWgHg@^aRM%pRsVyFt
zv&Q7&m`2zZf<_BLO?p46MaM4D)F&;4szZ~7-n*#zsrFcQ3C5Bh0IX^XhL}%Pzs|O<
z1>{qEf9)2R;Mhs(=#b=GUYdVt24}F^(<H}}7{y<~a*(rOHkSe=DFz)BxCm5^o875_
zrL1p2u1}xI)A>TKHDE(MXsVZ`wb8*QH2*==BEFiU$}s{MmE^$W5vxQ*XS?OIgzxmz
z=lpP&n3X<M?WoMi`D=NQ#v|+BtX}TH#AtsKW%x^X9bZcR-K&p-TQBUYJHJ!qCVYFo
z;dQjXv%c=e^kq2t5B5x$xx7Fi4I4xDT68GVAyWOmd9+Gjss7{rlgmKwd=;^Df?lx>
z_r8siJJoPdPKgEFS2yhQ$VR#R<*SAv)KRZFRlc0XJvXKJ3Oq^m-c94a`1G1;Uxf#b
z$LWa|*H$rKV{Etw8ie!Bp)qO(a<byJ^_5o5at<~W-#{s2%)rHlwTH@l@pJI|J&^3I
zPSPsP-%hVIbu>nR02c|iEndhsAcu6HI6T<nnLsgnODZr5;#!$MxF_v*EIRtns!GJ9
zfH~ZimdDXtedAgiS{l#W+A8*aulQ6v4lJ(?7Il6mD+K*9=ATKm5w{nxDyW1{*Z2XK
zljZaFi>j$P;(>xwAODlX?^)Tl(tw>FpFlI0D;?~;X6||II6diR^~G6$DZ9?FOEj8l
zl83q3`_Vb|J>iH2%9kgH<f^}Xc0M0Mo5-@)o+Z+PG>4HfAazRqD?p)w?N`|30Sh?$
zyU*_#eBOH;+}xemyx>^qCObI1Xn(r7fAr*M>8qIPc@=4;n(*K6kFpdC^30*Pi}n6Q
zZXY?MeBdj@GtV}f#4UTL2h<Jam$Y;@(}BC@>+W>IQTJq(^+OgjY>y0w9u21|3^v?j
zUwHoj%{;0Wq9n(Ur?9|fFdRQ%c)|DF=)J)Z1r|Lv`);Z(d?yo@8%Ws862$O~u2*X$
z@tOLYqc><=y#Dc2Z~|W08{skG%UXZ{&O&)Uc!S+<^-IS4R!JE~AhW6jxN}$%CDPLs
zx>-Q%Ju53i1qJu@^$}t>sgP>lXwA?z;g46Rzuo^VET<X~x(6h}GuxWYYT}+yc`fd1
zB?F~ftzlizAR~j{@Sy$ud##P10^A;446p6d4#F1qr|yoZvt-oYE9A~B;`zu~6y63g
zqQ}C^DEQ|TXPDmx*L|t^F<HOnFMg|OgZn-^&;FNdBM%dTr>5$b_rD(>pU(ZeSj=tR
zf7$(hEdPD=YTJR=#p@y}GdB%sxu=`Hl42_-TU~oE&*r-yeU5YWV>I}=m94n*PJWNG
zeOl$=F0Zot@1IA<=kra$Ht*Wlj;(9`ZiP-~DtjgQls*1i+8Q)9_sKgzEQ8DK&-87d
zg|q?r^2xuJ?%@NI?+Qwv=MB^o$5XTNddpkF8oN>iDsStRJU1#$Ob}0acJt*I)~_zH
zQr1|5RPlu2d`)4eeCgE(57Q91WnkzK0Z%j%>;@L=$?!EAq&@|bW|XO+oYw6`cV92k
za&ZjkCvM3n7xeTMGLw^2(lg3+^}pUW8ZtBjVCAf?Lh;g%^rZbegMC9??Fs~7Vo(d;
zTrN83u4A=^Xhjt!sw3`M`~ghfbX=W;Mj%tTusC4)s--3B&f+!YX>(8JhxMJylb-S-
zrgVz6vf@UW6~)6{XL+^bWnW`yX%zyl;F5K83beE_I9<AS5N`|~Ey3JFLk2^@_ayQH
zByS~gX!mGpI^1B<rjM1>&>i~%zBQRkq}utiG)KcJ4}K4|!!nB`G+Y^DuExipHDmHE
zVgSnpA8i~0AJw4|pOjP9F&pbZ)D$Wd0ChIvg|;X0Zz5%=BsiW@vOuhnX;1+k5h$QL
z)I=J9nRlZw^>5D*0<m-qw`n@{Z{eeoW3QVC_^-S@fE_z<ybl1TexOca{O2PWv!$ST
zj2iRUSPXip#p~fG0TmVdTp?j0<J44-l!1FbbzeW!%rPVl1>NNHx*zP^hki6u+#Eco
zR5dC6NkP6^PBmQib6{}j#n{}&M8zJvl9Kp^lKt<!77!?)mL9yKLjWFTH0AQYU+(m|
z0*U#Cs^nGX5bA-ytUv$uDgDgeC3Xnoy+{cEBlpc9plHcBg7sZVI9-rAMVx?`Md3fr
z&?FjDMO`3kt%jea@`v70l~4muXzpHM>BQajF4(WUgeStyYbnQiO6->q&ky2qo;sT?
zA%K+nSu}h<D#UPzy*BGBfc7lUBdZfoyWm<F0Tr>H4+y6;iBxMarDT-Blcw8;aYlFh
zhTq0zi!!3@IKpnBj{TW9Bjlw+qPR#j+wBc1Opu<Aq3TXAjVIwM?=tt^$EI!sWb%fK
zuORgBQN|C}@4C3WEfk3#XN^7l(UsVOOC;iertn~%atF*hHZ(m{f%Cfpr*$J|dSkk^
zLVElzL#%+t%XjIo-@UO+w!CLoY8o9??B(h4Yy1EGi;Q>k);6j(3-Y#Bxc+{c(_BA?
zx?qPOcNeb+&nVx6l+(EA7qA!E0P@^&?%l$XOcnmy?9~N|=(tuGp(VYMyMs&}2WwTC
z7yJ8ZLDJ_F!_1^QX*7R=o=9~rZuR%-lY>eblf)q2!Z7hp*a=^A{@ViB)7$(>7qa2@
z(XEwjxt|y3oJ)R7-VZbOaFnV^YcdQxy}^@}nS+t|ll~RNPk^zdP??TinoSTFE^NB9
zb*)yWL7DNBeHM%C2D|6w?{9u_YFU~+VhM0UF`cufaDKsUG+okuTl~6^L>FYI`SJ`X
z^$s3otN!jlp(&ZovCN!`QO{1W-26B%akQ$gBh~X2D}F}9OM3)uF^2ZTmjn86=zn!<
z=K?4#k3PB+#$JzHh}g+-8?8HA(UBAH%7KM0@vmHO38ZaVih_%!Mj=MJ=cgU1CipKv
zyW{`t8?Pt}e3(QQFJY2`?Kuva2(YN{LK5Mx4qQlwEZ^(`e%0l3(sBDl%~O#^ti%$3
zx6_ab`t2%&rkFS#8v}{6j?MHCHBBUGm`K&CaFrZQC|t?XfRf=?t&su*u~(krF*>B3
z#bq@=+Fz{)Wo}ojR-V+Ke0=kh4kaP3xwP=F46*!Axr%<L<@3}sdo_(mto=6>g#*yp
z1dJ@qksS|lJTYN_y91sIUIN5oJlKYqC?pF|l-~*un2SEm$nTk3z0zIBIuQ`I5Rm#u
z9?(mS2AYpY*z7BsG#Qnu%=80Lh|Wjugx$=!zoNXPu*&w%X6Jlw{k7;i=lr%ONh{WM
zA$PZxzXkc|yZ+5930hpskf}4^e8*B}=v<f7EmKeF^CWwEyh1X#)bO3B^XJ~#e3@ep
zwCYy)vxw14XU4hvLS~_Q7Cr?xf;}v}N(Qcen6rp4wtc{5sW8UW!S~~h;u1W~PgrLY
z(oa*DU)%Ju6UL}@`OjIw#t*0bJaqQUB122_BG(dA>4Dd#^kchl5&hUxCbqg_|C7tl
zz9KY%)F{s~ChH85MpPr90A~mog_KaPN+zqBqN_qpNbtZ}VD$LRKjdHH@g6#ZGTq>g
zEbupM4Au_~80cy^fTIG3p<i(tUtL)X2;e+`p3*!8Jc1pAN~dv}UEFC$*t9sF$FDIo
zq6|Vve->i2I~Hg>P(~ujRHroi5ld^)U=-nyo(a|RE(!@>$s?<+AR=k8`1Vrtl~e49
z4F<9DALj!d%Wk^z<uD<Jf(TziP^iPt(5)N-<c`a553R2**yI}$nk1|m6X-1Y_7Hnk
zg6`!T5>`somgr>SviK%K>XGqZ1`@wRBn6RhhXim%{gx3A>x9}JF4&h4Il|3ZQP4u(
z!-PS66<8E_4ob+Nq{|HV(Af}vMjmWORYnN4sXV{%Il@1Pe-*I^z(DChqTtsk|I=LD
z-D@PZt#%4Bx^Ah3tX@!1)+8~l!TwQdS1qIMbyN<C9>^b`ML6ETz*io4?c(I`D1rYW
zfSr=J8sq8PTw~iE!{++!7hQ?B(1PzuT#Fo^<p60D#mYO;QY+7<?U*B%ST!X;lJ2q$
z%pgau66vJ-qGo@l8>#=jYW1iatDBnK@bg6ZhZ$ukRw^_N@7m5RM^%ORrR89@mgw-(
zZ+2?Og8(jW#!TQVUnPU`p9v6<<6HvnzYjT(CYhlnGYWr~SG(-wfwB!Ha~JBg8Wr|B
z3JC!ogSeFB&U1P>a$MAs5mbaS)Sk55_2~4)3Xpopr5r(yF@fgcx9NWl27I^%&!JDW
zqv-IzG*m@HjpEVqs$LU{4`4EOhCu3R^gf&$1L1PMd^d)9g=YeEpc~Jm(@(T*hT;y+
zl@4TrSAssT0!y}&ax3ODs}^pwH*VSQ_NAUX=}()bsK!1n8V~b6`QghQrd)q~)=LV$
zjvz&lzqYGH9ki>Gi9g#T&Wc9tiA3V6-w2?}3;FjNHnJoV5*Ts1<v<=Ik<R!&>HHa0
zQreo+KI__>vdAj#TjzE=qMzB=c<$!<qOfqOQd{NkaDTC1NXR39_jlFsZz?JYwhKp#
z!{3>H2Zr~h6g?SVO?N*^{9K<z8Rs6r_?k7ZWW@D17Ml0*eVB4d&+BpFo*y3S26p*h
zy^y&Nl<w$kd8x?Mxr2PBrW$IS*edF+%Yr;_8E!Qi=T3nZ*xuBa4p3_rfKMDM@6z(q
zfi{5q)tkFO^Wfft8Bg9i#UizxTb`MTo^iJqpc|d#9-rJZw}XZl>%^L?hde0HMkkhe
zc0ITeyIGt&_p`X{GP4Oc4gXngp3JbnkhT2iQ)&Bip($vqJ$#R_oaBZ0*>?6z=QAqm
zbnNYm{iuu6WjP~0(gtzNPxyuXJ5*>;Bx$d2^XHQY()ridzY(etPkxiUfU)kg?A(#_
zHEGqyHLIw<KF(`f%jdmMI$#0>fQtreYWZIBL7HL5VGt^)#BqrWOpvIh+Q3S!6#-E6
zt-p@Qk{U0@d|i(7fVyFYtk;wz%F7%eGR9;VXc2Id&bDA?DtK0K9d+^u5ZSvD<>2@M
zNb)(vaxv)>-q5CYB!BME-!fc~(e~^FT-3=Rb#(w;qmDyV{q1bgo1g>ZAe$#bEoZn+
z*rhYH^d%y?jJD~NO)ScIS*lm=ERGIC=LDgac={@=8q#fJt~*OL2pnm^1092|f=XXv
z0xUI!(N%BWd>3BFYkWeR)8%J@K)?@?a8UsWC0HO02iJu2L%~NBli;M_1dYWkfKMDl
z7zd80C020ecrl`RJl#-Iyb7L`fFvz59%9=qPFa8R2w!L?q^SNUgTM;H(?H!FnUrxN
z{#G&~Q}S%MYu{odxwQC3txeH3ki#c3u(<tzXLPKNU_rPV8}vC^=#}Y_=|sY~w4U^*
z8`768=*%5h-Ah0~B80Pj=UJ3PpPvwO$83PicYtP$!REu?RQ<i7fyCp0lhhfI=K`7l
zDh`<Q0tE#O8|5%KvQE&D@J1)n;UP$oEB?T{PHeF65&@P7h{|ZpFJ(Hef3dc{W}d6G
za+Ny01LrE4k!#4ji3Hy5PmsF}z)i(VJ-5)AUsDZ!7aOJhd}yhi17_gj^u3p=HhR>N
zGS$L{(wpk?<I$-{%4+{@KX)j^yg7TKg~NR{xKfLDq2`bUkS2W`#Y0&2!3s_KQ8vwW
z99kUQN!1z5x__0JO7R(<Bd&RZo|UJ$w5U?h43@ooycyF0Bf=d2+fxL8yq$xr;)$|c
zT7DL#O76B8BvaS{js-LliOZ=^NLbUb0Q$;LX^2$+3Om+eokS`X{oT=b7wNo;6`!ep
z-{NJ3yI>uDeXLN!<Cgk1!Plkfx?H#<(v3;DsK>j^+CC?=Iun5jUTs4)yRp!`899ks
zng>{2wI7}C{|aH=YmHIAU$<Vk33*{yS1=FATW5=u5s+dJB)NNTqqSga{zzZWZDaUa
z38jrDG6%z<2I=KnQrZ1tycmP=q?kt@z-E0UA2DatYl1<_+U<T04sP!KM#!F7N+Bpi
z2?g_y9})e`_yt=BDsKdxgu?}&r&QI?taO#`-s=0izrGV{ol){T-szs+pb-gIKlN5f
z5hW)L(Bi^G_52=t&jhTYQ*_el5jDKH2au`rl&*mv1t|E9?H9EP-Rd=7Ovk#;EO2@k
zYF5nzuiQGH5=JpRQ+eb5-s0~5_wBu(lvYy8VG^p8;1z}j(8qY&rz;*8sv%DqG4T5@
zI@Bp1QuuTUKoRczRWwe52q#14NQ&!UiLf#RWq}pNpK5=4X9J8#VPPnwmzMb&I0<8~
zH3co5r&RBN1^||T-T}JvVb!_CP>e>~>T9>_MI)8(o`mh~DlEla2x8cR-8Nsu=>YM#
znbmizP|Y&8!lEcfDm#ErSwmkmaa0tYPkO%pCbeFn`BC1Ys;M9MM~!f(u71uniaUhb
zhRw`5wk#j|w3Wiv2h-EaK0X<xei<(5p6>7K8(sG*9wqHVbhww{L%`y<exOh7W51^G
z`nj+td<}x<%lO&YYoI{z1OG~Ahmncjeme`kd*2@h`PB#d-m0sVZF=kdG4|<3W7uZ-
z7fGLbqjYbU;@aX0L|JvB`%pL6MDl<{&g9=WUd{Stty+3Uky>7M*809B(nTMHn~P0M
z9KN}%X?SY;Jj{?iD7~RtA|Tsl&PIQji@cZ0emQncQ_EFHTgXZ(PjKAjWr^g=uMLaY
znSd)>6Fo6d&U8z|*~u6#L8d~m#Le;xyc8o8y$-MDiA*j;Bda6?ct~-Y)`1Us{=Xf|
z`So_X@a_1?viQlA-O0(U+GFKVSLUaR(irqw%7cx&F3h0Z0bvSq&I5D~bLmy+%Nr#W
zOwH=a-C{iAl-Q*!922T|%UggHKoq{!wG_nB3DpdEnTu?{2D2;?DwSGdHoU2KXV}P~
zUyYaA20k|Cv4+Fz(!q>e3OK4A5j_zU#nGoUH{MeO!8w_u0d<lI9BM0jGx3*%ebX$j
zQ9TV1E|S=z!o&qj!qkx9WtuUDdqA`GbPwP|yr&~Z12ncQru8B@K`cTdML<#DX&j0#
zfQ#kwbK@E9TLMHo()<D4r<lIg*uorI2>&T%rBdvOGk+v&&{cj#<(C2-u!ixhcVDh*
zKv>kEP)#TEz*lK&#X_0{RE#`Az}Wazgh!R?X<S;`EvpMHaGtz)WlOQH^<7h2i^7S!
z(_Eznf40M#Kjt>pk2(8pd-^lV))_T5ry4s;--?t{2=?;*)j6<zcHVnbF(m#t0*!1_
zLDKj9jZ=z2^Z1%E_cHfWYOC@1k^&pfR{7z$q2Dk$`y;@HdZB@dn!PvxGVN&Q-dtEB
zI0v772cTE;cXJcFN6anxr|gpdyII>TA=H<Eg=>jZ?1C*C*@5yG1YSyOQ3QG)-f~bh
zKb#u{z5L&e_FVi_eHaCXL&*ao(@~uw5>`i$8xpB)ht=NVPa0bZ55xD@Pj=nzn~BR_
z&#p{D*>YZlc$`KAoJK@$ef=@I+L)_T(}PmZ;%h<4oQ|z6Ej;T~T8&0LhrMI^`}^->
zztCz+uk_mae}>nN{gyLCG$Kvv1U^e?nB3STYCKlc_Epoii*${&15nv8>$Ar6#$=R>
zo6Cla3kHV<)~BOS<J5am?xjHH*2_D@#lzJ%Jm8l@&_!S*t;OB@PpCvLG`t*^wfin6
z9`)&q$eDzFA;Plx?5R}$f;I$rZY*VrKK7qA6CAxw8M)P`6a2Yys%E=Gr}oLXxg5ip
zhM`a8$9ftAsTgeCwGU-%mguxr>Y5q+Ybv(N#<rTpX&<lMI=QhotoUw)C4VM?BtzC_
z=Z@*wpANr2&z<j7B)TE#aCP;|^Kd1G-j@=WA*S@yKfHQSRunNcllh1$N;YW7cGDQn
z#B9EFY*|1ikSkA)v*@h_r*(mQr*2nWyn9>f)c^n>6^)k|MgbF8<*Wl3PqkBa@b7LQ
zw!ZoaPt=%<O^1`Py@;PNh^n<N{}14s1SUvnYsdshjXs@zrTr=yJ+ncc;s>kixe(;r
z@MwQ#a5elDd6_H*<e{|}-{f334!fq|hO;Y7AW-S%eLjTcK(EmE{PfviKc#7*+44cg
zw8}v<nSaKSyHP|#%4hwh3pu-5dCkNMTDv3OBU1m3sFZD6$DqsV9uO9JFeR)<ogk4T
zfL8K{uXM5QKpP-2Ff}68&jtbqVJ8QJpW3B|#*pMoPK2fc(@dgLe3S-)c`hrw_;&C4
zvnY3^v5@CM?*&^obEa$DypJ+flu}Q8^qVW&o_w2Yn;LDyTFuXh`gpPZ)q5BIeb-L5
zPK?X;s5doK<H+0RD9~r(!=mIzKc1=Y)OFL5Nd=ZZ`=*>q=F~=S_&h9swU%axIlwG3
z?p#te|NOROPOtRGRXxjq2l^&jj~ulgnOrTf`fg)0WrHiu&@au@m&xJnP;PK9^$?qo
z*MAn_pHjSg)uKL6&&x4Z3xlBhlO9^!YFy-MQQ%^3XDDuHFiZtQQsr|$6LjQ}$QO}#
zN`$qLacu@_zktP#T;d8N341gc0EjH_sM)L`dfo(N!N>rl%z>od&xEZKhkQr`viXnk
zcP?{`exm(v3-;pxP|dPXedp5Wk#Vvy@a8i22DWRB?ht`&Udp+6KN*vW5x8_2!$YCm
z0^BCBbq>I{bd<^O3MU3E(xN*MZ!{2}@3L}F`iiXDaQCg2@;CBg@9HkG9Km^YfSXO>
zLu-(}zzvDDL2?J{e^*RRxG8R1Lh~$|LLGk?*Kj440@cz96vGKIDK=?{OTrk0`dJ+7
ze{0IRx$6!dLLTNZFSG0-WZnrQ*Vap*MA!!mygLyH8X@2A!u9TAv22NQc^GzF9J`Ay
ziN^4$I>TF(3kwk$WCtDrXNac}`ExLEQ8);ai#g+m3jnMA{S|5yDC5IFdE`zjOqsl7
zj9P6pZ4igLgpnf@yooT5H^J?|Z)z1lOSp}(COAF%RH@}l>bl$?C}?|2!ar#&6#<|4
z4T%ur7;Lkdl`wUoOB_&A`#Wg>(SW!cHk(>k+YLOvecT=g(Dy~im=Yva-!CW0te41t
zVhxbMHRfgiPIAXGO_m1RfcRERpif+&dgh1&t*wjBeFr*d9&%KDSiFwq<2UD`!sw00
zKC2n+vTBLP>J3VK)a^_r;sS7O4RI}hwPUV7tgqWfifNc69i-qOM_H!Kr2L>Dmeg~=
z1$Rc>_o+3sdwDS+<Rnw^InN@C&P++`QF-oB)0gmt-BwCSOxs0M{hq;|susO=<Ib(0
zp#q-~*QS2=S)Vu?gpc*0P6dOYHkAKNnlyS*IW`m|np;d+nr3^DLD+Qys^45kYAP3s
z+Wl7gxB91J9lHaeU$bW^?p^=(yZ_un&}g6=43K!QK)~#3Hi}o#0(4_-I`W2U6Z&$0
z>;oKQT*>1t2iFPLv1V|;&>M^An@2@l5*^|Lh^@;-(8}R|gDrd34_xTo!SR|hgv{UX
z<16J`_j?rlOVtV$QaxVe20O?d<VWjHVgtnQI?ydsrT*42*C16TTu)U=>T-6t1vzFe
zs&3i|kda#rlv}ywR=w>dY0)QX5f@-Vb71i=;Bs5qtEt&n>$TfM5&8D>5p$Ell~Ma=
zE5m*;KT^cM<#yH3lTCJU^6D2r(6RDm#3;Kh61S1iJhHzS5ps0g`RgEhwL32Ezwl6X
zJFMbZu$`Pc5*+2VlRq@1#LfMAW*TL4zqzg{>{001`O5e&BJt~wA7g`qookbeJw3x)
zThq{wj9tRaHXP&aKjxcfCz?kWq<>DS%uLD5f0vn9hA>Hv#XnBmP>aj2?3^}KdCyk*
zo7Hs2+H%H278w7Rbh~?RN^;D3dM$*htdy2`jQz?8T0-2qQ&C6@jnUp4E#{iCcr4sd
zQt{YbD2eNG>U^o1s`>X?e^qxL>L)edmp)B4iJr41w0$r2^Bv9K%bW5IRN7V^y6aa~
z(Y&BAy2r=6o5lCrK8w@V{{4xcDBt<aoxh)b`ObdZ%(n+WPQ1QHJV`1FMnxPf?X$l?
zL|h!KS{jYChm(%~8D*0?qR-rn>`@n*gA>2ARWA;R#JIQ@cHLzEf5T<ma{N)JD@$8u
zWIhjsSTZb!Hzy3!$Tdi%eLFc_;ShhvfVZ3HdD#P+IFmPR6A7h(18j;D|7bqbM&@`s
z-<A_y$%^XWl#)AuO+I{%rS()msKY>K2+_e)pI`aoVCh%}vUjrO5+czyEQX))mIhQ)
zj@zYZ>Vpi`4nZb*#tjPI??0un!;a;C^k8R&w}7Gx*@GXgMU6I;=~D6=!#TcayL-QU
z${wwrUwq0;@r-S*`mREm`H*>dXNI`BMKVerer%si#@@RzYT;NWq~j5rgTc&VkD0#U
zAh>u5D+$3<MEo`qFC<ndEb{;=$I0BO27IL*4A!gPypel~gzKG}Yt5)=E0^6XEwvG?
zu%O^a;*jiMZu+P6xN*J|CPp;$6B=&;9k(F2Kr{lGIYteU9QFa1D(CT&e=yn@5YEEE
zf2^!S8BN!zXB1*jJv4FYTBO_Wc=#sO6_~bk*A@P>PD4EX6%saHf*RobcEWm4$so{m
zevdhyPsYt+F7;fk`UM`P=F3}99s4>32;s>x$0q>`yH^Y@>=jY+E3ptj2pd9AZ5VLt
zj?TvIbYPt<W!lzIq{ntG{W2#|q!&Ltl4$|uH%u}>G_AFOh9*y=@WFO;TxUVKw=P$l
zSl|zJ9Yb4XnYt|8))cpiAGST9LzfN84{Z0J(nxdAo+7NskdnaY2@xyytytt8ib0A;
zGRa@DVk2&Uz+2aVhRHH`cVC_*fsKJ~nQpgjocGx~2WX6@D$t}fh69yvD8F$p*8Zjn
zgU3_*Ki5?GKA9rX!v3{Smkx~On~)115YNo1-YQp}tWlih$bq4B9!fG{A>3lGs4m5K
zytsMb_wB_ENFt>aO?}LTl5{Hv&u(55cElfyJECq77fFLY)bW3;u8Eu-XpxF$dLT|a
z?H1g)rn7SHZIyh)J)W{e)9J)~$^uTOGHYJ?$r;E(FABd>lGA=`4G_;lE@;)skOhb<
z$FehJHq3B^JxRM*|5TalZ->^XTL$$LBOB+HX=9nkOV9Fx*~iRIC$=6@ZKd3qrv&2)
zYP915`NQ}G1R9w0KHnXge{`PIOBv`NjjNi>*NylwE&t1Z80|z6t){cdb&rpF6fOB!
z9xD}lmPt=wu86FykBoBO;ZFpU7L1DP9PRN@h-utW1#jXc3PZ|Zh11Iwx*1)^pfTUM
zQ5>A}eZyXX-q}lWU!D2RnGay$7gPk4H=u~Ehc<u)GLxS_Umw1MM@~E5a!TU3PXUyd
zIm}f5bo`k{ulo4qYvDlT?&)a_Fue(~E^)_b^P`ag4;6N6-`Y<{E!wTE;BwSLO3j1u
zF=fYKhioYKCDM?`i(a9&J8kXVQCC~!2*AZMzuE)DYg#c##v}!z%fY9)&IJ`u8sBUe
zRE59u2sG%-#m@4+&Ov5mxMki?gLWn9;UDB76=z0wu$wheqo`Xr>g3h0zs#2CfUwk-
zwQXZ_OPJpS#sbT~Gt-EUJxmzAB+UJ*VuvnRWYkl+f!>bk$6F!{Fe5_1WgQeC$$&)m
z=kEz)(UL7Vmg5*B!*@B#UXS;^9S=4R=|thd_4URv2czwO-Gj-JD?g*weug)+K_b=z
zBRtuk9u4n*sef+$HoWwU%GCGPTk<V3${UFESzfNA@bJ6uDkd18o74nVO(z<eJXHC0
zQ0>ZFJF9c^xn!9$&_Ks=COEeYt9tr!NZyNM_!F(Iyf@A7++9`T*yF-2BY0A+*w^qy
z()xE+Db2Mp<p~T$I)(i5`|D_&<fV=)yZey)I}y=dAKOBE$8Xtgrrnac!@;fnCsnPY
z#NK&VtJJHx?ATWC-DmX)ySsax*3Ef(mTFqk#&Nq&I(Kso-@6%ptNY-ZX~wF3<&Bf>
z*U9VOf^K_k_oS4buEjU>d`fF@vi5eY6-DW#(jW3mnKCoKyv+QPlleV!q!u4vDi`x(
z87bvwPb;F&ML!bFYFP`t-{fu!#AnyBEX7?3yl*prig^hF5vgwYaspU!IugI6+WQnJ
zSYXHV6X<qZsqXC|!*4<<BJu0ruRhE}4%9sCM47L%ns2h@fua?2^{gP;kf!BQE(lmX
z`mw|>!m}rLR<6;%v4;~eIEG-xgu4@YYC}9V=#;l=*atVnN^kbhY`Bztk`h@v9Iu_s
z12#)8E#vwVvGf9pGMAk9W6(XZv0oxP?n?mr9|D!g2jqVPjH~f+1Zsw_%xg$39OG$X
zk8F=-&OMyK%|@4NADE)^p&?RQykMY|=jQ>9$ikuTJAN74B~i+N`4qwlk|qqx$$Y3x
z{&L(s*;&P0GomT~%UNCdcQ2AUe%ZX22zct-tMgQl7HW4~jK3laxQbCTdS<UoG_O{%
zCH52-f5?GDm^q)}-?96}A<&u*hR@MGy<I&bMj-Ro8G>&&-CWr=Iv_7?@1~fUq~0$X
zwDgFdJU6XqRR5VHCA+iJ8uXk$E_`^R^}AA_gkpfR>wbQ0L7zz3i0n-J?Be-TYh>H}
z&(J4TN8Oz#FXHg9vtRx@ebE(&6FK|eel3gk<U9SnJJCZkXykJ&ItS7X>!v!5L%hJE
zPdl|*w1E$ak@eW@*q*o__`*<9Fa{5ujy;erV)xxAW7l8EE#sCbnfXO~6e;+G+{_CO
z!a4Yanp+H4H*20`s5KC=7b$c~OHuMq`$5FsURXJC<qzq`13!q_U2NwXFazIxMDC_r
zgH;m0wJ%tchE5LU=D*qhOAUcW&fX(F^!la$v+Hf!+1s|pxA&#9{q8)eS3UT(eOj|V
zX2ceUdXG@d=8lk3I(2a+91JcA_M(*2xLQyOA$}le&*<K>+#SJ-xF-wq?`Em6(q1vc
zv^o^>!XBccrXovG#wq<ZbQ3jnYw@7a$C28;cCNl+wJ;Dd`Sndpmv7R9SDXFPHS5-N
zba;GLR{4*vmP@Ay4)T(_@Ba2K4=<lxTKe}4`yck!&9a{{?@nERcN}&Q&PR*=oWi0a
z4+4WO>PN`#<gH(l=i+xz8W3t1WBE%~KO-n!A(}n3*Wcw*mez!qeQDiwfA8m>^|9tT
z=a5F2GwONkAL_YaiZr>jaE74Mjd7paK>pJe%zlfamt|{3QRmo<?rb-PY7;Kxug|2A
z5hpy%uQOqs?>ss!KkL9<CF>8)n@OZb1B0nHudPBVzsHkF>p`ii^q{lo%lpvyf?ReL
zu8y0YNj{1y%CATDaY9&-dVc>$-M8#l?T0#12?o@KLQGR^jtEUD61J1t_`j43UlIZ=
zD$P7r+}i-)2su009wL|bCaUDlXzWb*g^;sX$CowLz+HT>cK`bvQNU^&Kz4YFhKfPw
zNU<W7(Y|__O~s$cG{C^{W#p(J@y(H1_W?f`f`$7b;l#Np13>|D<r-q~wra~>dc?m&
zvMVvVXLghu(@!Jpr-58_6%Fk>Y$v|sIkqQ=6=;ll5`$X-&4ei_j+_S!P+#XfO`spt
zAQ<+d%uQyf|I2Q>x6mSif~_hG4q&Zzd)-fHv7@}NAnH-cPRhymnJzQNH73QymV@#?
z{n3Pwa`&uu6iPkjXFl(7{fIQ1uWuZ(-2DD2ME2(Uq%c?v0Lr-gEW+JZwlOvFBgFYA
z!sn>G&7-ha(qc7j^t(<SV>j1MPVacp#~qV&#WIFHy(gKUsK=>;V|#5&4$M90uqx)o
zbKgqm^inFmT)yeRNB8X=WZm%W0n>+^A0}3vroV*D72``Y^vs7}c~ZbS_@FUD7OU6#
z<Fu1uUo02_I)Ll&P01Vb#N_-tW^iJ17SowVK!mBUfoSc+uf^nUxk9{%IWy1^w~NHC
zx}6x_pq!<mld`&$pD(o4?y%0jA{o)J6t%>LPndx3aUU>b`NR8Z6c^jzWAxX5Ft^7Z
ze8t={ejP_c!JnBZa1V*$EYfAwH1OUo=u`{wE>{+lrHY}Fv5_EAPUxS~q&NYO0|N@J
z9}A^}zCv9Y*K%2+NrU3_`8AorGirFV4%oqMI&D=Ksl(;BOK}uOz!(MaBI1;(iP1S2
zs2bAgb<KyKt8TQl-4HUBB+NXrb14q!`5ah2qK(vT<cZ7?NYp>0amDK1p<hSHuK_zl
zz{-a@-@RcXEZqWN;JrP9Wf+VysV!fyx5r1ph45JzkN`B20t)0CafnE46!Nq)txug5
z`0axZX=o#>a>#iNqA_+9vlMe`%GYVZz;dh_v3vbLmI@xfw8wEGb@<;njPPS6Vnd5W
zdA@Ias>aO$dv!`v_{;&Uj)`i(pn)M)Ay@&tGR55kG$kVphfPM!&8Vs<FSz(&f?L;=
zi~vzy`PXDxV8I3gepj~XHgol|G_VT+2F5g5IEn3lNeoyC&Nzc!=9<u!VW|fmfOyd6
zlfn#_t*Xxa$NY=Yv4GvJ7T4d(K3mFVzgz5RAew!Q8vp)qjimQJiDyfUpRVcJ@Jdh8
zv8?!afJSbgJm_5zBEV!4qeg+ff_zd!@DYsWljoI~s3n4ixePG5I-?nioFo%q4C4)~
zk#L&*=rNEsq=gZ*jPH*Evh!we_QI~8kh{w&4>>Aw`)hSrWk>ewjObpDQp8a-su`7p
z0r@P3O}GPxGPTon3X`7gk6(V>ahAC*={c(OPip;R`NQjX8(A#Z6UwX-MDE9n+xM4#
z7xkJg+iCbN8LHa)XX@nFi_d%)zm|{4A?IJn=er_6&?Vx8hw9*`a>L)1;W#7JmdM}d
zb>T&Qf1gFkV?ZDR&^RXiR{rt5t-bY$pIaP`)5U8?Y#H98{=>>n^}f{-vWGM|DFztn
z0}xht$1HA6JD|TI-=HYpFpi=SaH15|)agr^SD8+%VM8OinkwWg9Mu%R*V4<!6bySw
zhVK~gx;iU4Nrfdom36L|&k3H{zW+z&=6Qx|>&Hgz1o=N)dP#-1E%$PYO}v*!y)tGG
zuK}sPXR&jh0tnBbp=+(*oC4*n=Jrw_)9BX}w0@sk_S||X_c%NwtW``Np-t0V*n7_I
zsy&nH_P9Rv`H5^L;`d@}D3NgT{jBx=2;btx?!kpPD)M+};>dCYb+-Sd2GJIBF!609
zigdV+Xp21StF&q(uE6XgPX3M95%<3op`OIQf4PZLjXGJaaYMa}BCdAp{EUt|C7k$G
z{v^^J(oEW&au6~4ci&q6?qYAM(!9#v!RNYJ86Dbjxm?){gShrWXDpQR)Un?vS>q>L
zZ*+*nPdN&pn1S_Z9p}7j32)6$xFLa$a(`bNK%!*#kY#v8%H3xqsi`BkJ_TqiQP{!>
z)VjZc$3@%Q8lW`=)WN|xVWfnpQ(pEqLsk?T^0WhG{%9|{&~UB~5*mm9FDXGEjhHQV
zTAFMPWI}wC+?WL&QT5Z9+fraLCzM30!rj7rJz5gwIy-PE#4-}8!bAo}!!0}+k$`0(
zS)K++gB0?+gO}k~Vu4w%cTsMPlgL$iuvcfXzqz@rg}I^#7A=%nFdFpp610;`5`)G^
zr}1E+1xR_2+D#4v%1-T8>vc-)wX+;$r7zbHV99O3OYDz5_z33y`TC?9((ZJpf0X?m
zhz{35-78yFngBoSjCq=p00oP^{8+=}MEGWoawv_107V|O75E<*!{w7aZiVO8YBh_o
z!Ywj-4{z`Ua2}adWmXOkbTYdt)Hz`0Vs{c*;ntEuU3jVxQB8HEe-G0u&MHmMu-jqU
zjml*LBF#7AEF4(bX4q=z5<k&-L4=W9k~kZ!Am^cRi!&}8ar@}#>^l{0^pp^j{NGP8
z?AIN<qW}B1MLYP@$eoGL8Pt&+u5d64Plg`<?#RId=cNqL9A7plCsZC&lRNrp3jfE_
zdH7TL|8Jb*;F#waA)|ASWF>ngoO2M8?2NLrLqtZ#agLoGLLrJMBRhNV%#u)X?41=3
z4(EG+evjWj;Bn6VxV_K&^}4R>d4(XZf-_KKC2+{Y82I?@^Ne;VCMo&}=D*$@AQ(lt
zg>kr|NJ30J+<nR5&5eNLcj;2{0B={aEzJTg1lfN1`6(xd6b)%qN0E)s`sq>F++C2U
zOR!Dz)uzut1kV-?r~bxAopkwOR_M45>&)v4z9ZWL51K2@|A>YGhLIFOusbw~Xxo#>
zw!6=@Nqg#)$k~+toKK4DaWt)-yMSTIMrHSJWP8LO)GIS$7ixQ#$adS7rsEPjC2s6L
zqE$eT?}n_{%m{Z`x0>(fp~~sZ>;rY1vP!tzZ=iaZkERGAC_oQ-1|6bC8o|aa)GgZ^
zc>sLeNv`|Z==cnU2-xwMSK&(?Qmd`4D$4r=npL;v`;<F@F${prNgi}fNIl3FHWuQ_
zh-Sv;slq}4P1+s0L^X6<_=!CN?2kzfphQta#(ze4#h<UQKjy`S$<nn`SppB8c;&=E
zsPa4jfOXPKPZ7T|sUc|mpFdY<wt`8E)&Iiy57pK?zlPwrsyiQ0;2GlCE}^8BMq@_x
z6)S1W*4kWn{bldTH#z<GV3^9nV_k$U?0UX4zqbEa_-uAsdC`TRnBO6<SLp)=@d$z6
z6+X-V(X!_GkVb6$uhk~FAIT5%dK@O2m3x!Q97GSI=I~M^#9HxlEL`Q_z2w!2L(qz4
zs5OJz8sfX6ZpHa7dGRFfS;$X;!Js#hM|QsdydZ@<U1wca^APA<gKfxIO4jB2X1!HT
zPq7<wmKH6wb$&q}izB_0f9}m`y;1D_)$pY*FvxrPbcnRqugEN9`m1RrKg`8Xzb<IC
z>1^^j?PL(mWYcrAH-BUfkC0op5dNPgYfEZ!MaLBLHZgZWA~??C(00fKPTJt{dS55E
z@#m4LGC99W+o&R18Ha~*M;jIR1^{Jl6K+oPFAWoNZd>+DTl*aLilC+B)7CptB7aou
z*7WILPWsHzzMKD@`wUi*1@7XXTtvnEmojF2;&|9253^1<0?X+lx_;<}ytK?n{t$b&
zEV1E1WdF+&`<EpP<)%G_COtq(5gDv4nsi4vrHAwD0{#0(mroF1W8+OVG^O{EYF9$9
zo$HuCFgJIbq8%_(1vK5eG3{RRHBgt3qOWQ1y1H$x6(2{Jyjtt#i=fcGfDI6%A&u`H
zLSas-F?4;Cc?|7JRVCh)AHBWT>FD;myW<N41X6*@f?M}<-{#&=V+N}kzD&7C54r7m
z-%oWB{=yB-wa;gN(=SHn&C6{j?@WP!8iCicYu{NRK$;N`cl&+H&5EJG0r*^lc?dnB
zxVD*>R=KxRjTN)xU?x(9#-tT|;1CpAUg*4*-4||7(X}}Q0=zj<w>976lLaVfVg#5e
z^`a2X7{Rz?R`-CI)L1TcT?bx$cL&~U_<cWmelINxlWbVs$2D!hr_+J3#0kgPasurI
zcoB%@((NLp*f?8Ts$(;-h*<H6x|)apo<AU}j)I8uh~9&CKq9);&{TNBFbsF_CDz`H
zjiKj^Mhy0!Xd8imF@|c>1a~q>i2qOpOR%#*w4X=%bIzKCx#e-B6fO0CUU9M-9=>-&
zSX)ADK&;##?bCs1{I!iJ(U6B8=Xqs;z1vos8*^}Ol{cBKw@_pU$CH!Z)31DU3QfO0
zAAPwD2+Cc^+j)qiFRjj`F8`p%bNevrO5F3fousUJfW=~U1pvT^$9s&ipsM!c-g4~%
zw>*A0-Wj-hL81*{_(d4(7GyVETb1;e9UTdy#K8!(xc_X3OEV)o^<)ehF=-fp`2>s%
zz;Z$uVuuu!^fPN^nuot?O(8~?-QI<=&vlwTJh1T`4r!1(c=~ALpf;BC`r>GY=Gze{
zDhGZV;I|tbweRqJckdtJ{dz~Vu{!ia)L(t(KX15NZ%GCF_!0v0`sRLAu4ry2KN_?5
z{OQJhor|2DW1K>FfvlEPd5_LbmoQs$bXav-L7yex8^CS<hX=>@_jAA?xAipj#82Ql
zqKaf&8uA$3g`JCw9XF|~b9QiJ;5P|)w@hiYzGw=OWRg*(v%mlSIoQd8^I@MqJ)N$t
zmKb{xsVZiW^6*zu$GY85c^MzR{peQ8Hl7!`AEs%};tTCMEm3ZzJmqpslR&>5dTd;-
zHJ0!g@~F-(LFVW2ghdl2Dv$JTcJi?g`mB8b@G{oqS^GpdPE0G$Oek-7B`Wf&`$eHA
z6xz4P%%blBS8uV)=^kML>tlQbZ(;ISQaUmbxY$7=vRXgYY%+P4T^VzIblcI&PD)Sl
z`ts##gki$n4qEApYq0>K-Qk?Gb9pue%{S%;EIf&{D_8{Y0zjZDZ^mgx0M`>DMiR8w
z3+z(8?sVm_*1(DlZ6i6y*V^h~Mre`(Fg!}-k^aKRVY|O**3?g;ZF%wQ2m>|Ts_}DA
z2@rB<VsA2%eB(@l$abxDufQMSG<zu9y1m}Ae`T3-3=?6_e&M-7OXAP}qPEpWVK2~n
zpNoPm9t~JSd@#FTn9fQH6Pn44&a4-MAOC%89`&28t@<bRbe$3Vhiq+J&yC+_E};r#
zZ(flYBEKZ##G@QBDC%o9QQ>LKDdxnHiXgjtcNCD4P{vSLoy0yg^m483R_~|dMOoSk
zw7}ZY%g4vxhR(7M&u-R*<9oyHR}CXK>jy(hJ#T%h;amHCCg+Lu*sRO{;q3b)>kp69
z@$(#>k?8v_@S(EnPRY<43{fl8;XdV)HyQRZKNUaLCOvk4@3vXd7@F5uuJ8D_T-r~R
z5;akCf6ekzvV8Hw!4j)wQM1e3;%T}>ihar{bqnKA*GHaot@n}gI<YrCPvqKoN}xrz
zBL{o=3*Xld8kV|=e)JU8G)d^Wf5cx{rtNy8xL88?^H(8aN3vDHsOXsE(x>l~C<jx)
zuau}XLF*gwcZU*VQ?#_+Q816l($Gcs5N??$wmzi(3g4C60QRhOR0a`*M=Soj&~M&y
z&Rpj6R+7LaWz=_qkC!qaxu4c9DrLX`olK2)TUVq`iGNQmRh*q_4*Apz(RrY&tAvE<
z?o+(I0^NgFW>r>RW+w@&UT1FMisf8_Hr%<xZjI|;YV1bs0t+=X!YjnWpja$C8yX8b
zLb$^1(bC-v$W?W(h>^JCc_6Kcwogp~9DXoJ3LZiMwY^dwj=u^kCE>3i(`^j4siBK-
z)(%v`(!8(KU5wESSUXhgBsLjk&<&SjiReZZ^nW#4T831k(O_hh1j{Qna`LN>x~l_t
zh?)pg;~QqzI^L}T$a*+9mGpSQ)N-=AUY3k7-m4&Cvdx^AUkr4_dS9^=C{E|!2i9Q8
zAby3<H2cwE<a|I=#ZXeNAV0Tfn%M$1Gk~Ur?I1>jDoH@Y3>d|pVXP4yeu+e-40Q+!
zkoiqU>_Q2=W3M}Mpx^#@e>Z(W5emr8%eV^$U;xCm_k7~2!hL@8<yGqJE4N__J{qgF
z7coaqUbE1IwF?2=9nY`VUsu$iWFf$PYx%^~v@{bsu16j^0xy3G;}m;NUhk{v-S34E
z@EMCKp{Qy)Z7wAzwr8?=Dec2#K>mx@<##lSS>E@Bf$R%t*5%gD7$eaCc$mU9yDA1`
zoyy<Hs#Dt8RLGajJdocmyOod|5_Fc|vN*M(Qu$nev&GqIC+p+l&{!zV1!hy#*qFN4
zBL6_3WKXzo9x?tL=$GuRzg}{v#X_#&Dg2c*$=C0z6@hlqbJ$pPDd66x)oCXiguud!
zp$=|Dc-|HJecD6jaCqHSlV2=9Ai@xA0rzx*(GGCn-#uJ+J0}=kd|h>Iet33;MYB<2
zuAfIU68q1M*!6>!CHayi$MXlX0Zy~00;Enjv#4#-yFVdGl3L(0vg$sqxOqUI%$=A{
zo>x&e)f(0CvYTj!2gppJfG9EkpzfQH{5Keea~3!Hv!Lm@kqiFjl!_d#KX#>mlV{6C
z+jJZFtQtg0%#-ey_nDOmnU)FMzft%xBW}arx2$huKB()uglSTnO6%D{i!)&GB%yL!
zNC$Be<n8IWw<D;)!`<<(P5!8cX9pd_)wi65{1cP@UfIIdY_`#^QaP?t_FYljt*G{y
z+rd_BV(XjEZ2dW}|DKy}T|L04ggA%f7{iJf82T6vw0wMMtE;)vr*dBJ>+78g3HkN*
zg*<xn@cnxpb@h_-^RItYfV5v72*>3od-TggMgFnBdWcy#^}0ssGwYJ+hx+RknKPTP
z_kHf@nIW1lbRRwBCL80QXH@n&j@5Gc4zu65|G;4C-urTDmeB53nUAdwKgho+>>3|i
zcH8psIr6Vz^lgj^`rW0Hn{tupEeXBaQq30Le#MmIL*3+xf5`Pd+SWHek5G+)`)lvt
z=)?bnc!!dgzxT~4lZij#oIj(;>{DGy5-9SynFRLY^eZa#{1A0@&i3>NiV7ES(lh!N
zOGBLR(|=19M4T5HfLmip13)mTxs|-zbPL|n=)L(kTTn^ydE#RS$%q<yqTTXH=YI4-
zoWd%HC+mr1ki1;bi+N;!mr#*#0ZePPr+>D+0$!{Ry?jN!@%bc6qa+83N(4YmN!Em)
z<hBlv<Q^vKF&;xM0JwwK;<03cMfE8a_s)mSQ}2yftLI&%%u9ZNUWtVLOG$+KdE#s@
zXybqAl+Zn1;P%NEqk25arPO097AwAiB!>fm34@=$fGuwI<H|Cp+ZP>O7&V4yV{kwX
z7cCq&+RB&A?FWy@{#cWwd9iGgfMYw899Vpby|xH1KEV&b|BG?tmDZS<s$H~G{TCxi
zM4MAV07+E)3P_5RQ;IqwOvOM#lac|<@|(HC%!xgs7R(#j|DUJszrZ@-qX35*1u|`r
zgWeKmux3_`vwHUCL5x<}imRDAEyfBMtC1FnF&EeZw*4*@x-d=zKx2e)PPk~ssW38j
zqcS&Rfhwkaz2FAwajmhEJ5Q)w&=nv~)qgxg75uwi3Xl&W=KW^vZ)nRdhrx$Tb<b{+
zZHv38EdwN^XsLxE+Ab^%p3e<e9zJsUzVYzWvwMSX><K?Ey;_*k&B%#X*8&d0I-I0!
zFVKLZE`|aXQ9b<-)~};G(!ugX=YjX@W=8s$Qg=taa;48`+C_iwSe8p%j?0t#gHiO&
z3ju%jt{BKw8@gt2bFMsUHjiGBkhoh^{vkCM0S0#>5HMY^UGH0o$ei5eCqed?giWsV
z^0xBs2a~Gv?8BF!0R#PHwAu2e?E~9qtTb!fUaInIt@-}!{j{Q=^1MVen63zUl*zzY
zqA*_~y-FQnc3c;|wr!9|ZeokeLY^z)$%Hj<bl1`->w(*p2zc0p-8%_9*uGu6+c4mD
zzG$GnHc@|C?SlcK>z}9GW!5RIERmLe@ioA!O{SXBW(uRP3;E!mw--_>SUS4Xqsk=k
zHr&_p1;@=`on5)xR#Z0vlO$gQJz%hEoIw-#m*6k4pe5pyLW%%e_S6DDN-Q-s(|L?0
z*B%#9g6Ve-3A&Z4;~-Q){m;hard@Q??rq>5p(m#OxTnLYY81^7a?4<GF;Vp&I7B7)
z`o&PPH(pg?jV)XZro6#i)~L?LT{cs)Y#G6^Q}`EPD0&?_V#_EY8f_h5M%#W%+H0M~
zKjc0Ab>-wn>wm9>nD6<0KF*7<kJ;eq?M)i12+Q|locvrm`*1FRVp<L;G9L*Dz9sA(
z02Tvo;1$MinnsRY47hNC1S`gfqv32;5Tz`hJI8O_2e%@KW;VeA?=F!R%83zU3mU78
zU$)+H^FLM+gVi(qW%wfhNj!|%9{xg;F*$<RLV*l!)k5%VceD`a|NRpwV53r(ylPj}
zu(55u=XWEpnV~GV!RcpB7u}OC;Tr8Jp{f?7>fEm3^pi?v3y-Vvw+5vJv+-og<9GCo
z%1DpxyJfkzCn5<VZeX(Q+lrY!?yY#NOSYS@p2AJTFSzY4P$j|bAy^C-ltTT^nQc_y
z3%Y$&Qa(`m<};>eTwxqeP8}+<+0+zty!MoRRAI=JhxG$$(X_$20d%J<4}~hYnXjzb
zKQt-VAI-I^o>J|Ab_J;i%txiDJjKMr^;oe_rDcLV{Fra%yrE_AuB-43@m}uTpBesf
z2oUz4h?o7&v}u-?id0V={yXcK<UjdCK2n_V$uTS5d2~6eR-SqDp4A3-lF^?B`A_$3
ztt0&f{r=TjC*TSv;{v@{%&iL#glj!?65f31==h;I6*F@~<GU#moPh`wt-W&Xul8|a
zAgS1LTind}#67mE(0pC&lY8gM7t+h9-wUU|?eBUTTIuCm7}^dFDmX1oez@*tR8=$Z
z^qKv0IYjhSNqSYm{#y5baYR*d#J6JN%i@TaYY|2kYOb<Q3vuspD&3bf`j)l&Ry2E-
zGzY5QJG>}fEA8)(kAVbgXgm)Hm`SfltEeckg9}84BzrA~E5aCj@rlo@y^KqI2aFWG
zff7$>GKB$DO#{?;17^7cy_g@Qb&1RCgy?>bK<Yxmo_TqvZi(up<;%*e=3a$qU<3q_
zS$9NUr2T8I8N$mVU=|hVG^dv!wU7PIm$)Ju@%$lnl^8Gnan+P<Sh{am#MNu~+l8Yg
zZo$@uvThlsi{Gj)7;;{%$hiy~+$y=B>@tl*o0x)d#n-RPUE=)7!Lhb~FmZEwuyp8Y
z;B#;K5v}=!tHqBUT@6#XuIV;Dy>>BpDgF|@AN4L20dp|ilN#5y)J;p9$}FCmDpnNn
z9^dmGr$eSxzA@bM)^_0Sw19ZA6gNT=Demqje3xM5$H4*^Z6!gZu1lRV5u0^4nK9Z_
z&Rkq1*kvB1fFS?N??Cv`VIJ2Vp=J4c%4;SOB56Ct-atxo4-N<jR?LY7K*PF#TAlzY
zvhyyxECTdo8t|tGTv49yh@kqz2&F#<ATESx?N38_##PdZ=z^X~1#?zzDOTz7Ugv^t
z=Rr1hi#yXd&3qV)4qhx%4`zRRt(K|b>w!ouP5kI|tfQsS`ZPN};ZIgpNKHM_J!IQw
zuGj3MZ0_%A>z{)bRdihzr1Q87w-YpV<w&9R*F&<Oe?pZOKg0;li^n4RaZ6C;0>CW=
z0xffvlI`ETlEHw*V0b~b2U#DHp$h_CS>$6i?H!7NaP}${15(?qgGY{owK?z<w%6aB
zTp50g%#-;n+0-adkc(*eH8KEu*1ezrD!&k>)^INlyeB9WvJ4j>+U-4-gpR4Y?*Sd5
zK1a*F|Gw4^jGFb@h$X1laD~b%{PXqOU0lZ<e7q1cK2H)lgB#LZ(PLK51hOtIvB(ir
zHsimo!+@VE<u{8SaoJ=(o9TV=)YvdZNvKF#rbHvxFj;&w!+B{?#%Ec$!N9@U>AJKJ
zdltP@P`^pR*Xn`)uIUK=r?J?6i4lo1;gZQu2^>Dg)!#P{6B(IC^zV5L4WDJ0B|5LR
zqudXn<;+PZf*+1nwJ*G)m!Q%5cA<(b7yDbiU#mAIlJu+r`oXV#6`BHtTmDp;aAuyy
zpy2X4$0i_<P~tIYPYsfy0e9M7k<O%(`S6*C2m)EZ?tnTyh8j6<SIYiNCg)c|&pFvw
z!}x|dy;NnP3blx<_lCtr=6gTbHRZ6wifbrHw!mG4rXAW@DVx|rhm$<c90qZCR<e@O
z%^K<wp`1E5nFRF{Itt6YKgk`@JHp6egX<dRo<>uUyJBbEwudUZVes2}6bM);^`eeB
z`?3yuGYk_#`6LE0+s*@Or!toHGE}$Kp`f}J4=ruOsc1h+fonwERex1u!2JQLi4gCE
z+9J7tU~?j1YY^8U{ovF(B3E8SAH!{0E1YZ%&bGV$*%zs!X#sC{Cn1_)bo6txNDKZO
zgYRCfqkaJ4KHDtC7A5%VW%BgF){Y}ZJC>Ea>vTYE!~Yb*X<gqodaoU-Ja0FzP59F}
zN5LY1htLO^0lr+7r;R^9Gx;=VKZ&<dxw^*)%HR(XY<ARqKxQ>pJ7sL}UAe*2>~ISk
zC#U`~3X34Ovp_Ueffdt4s`zjOE6YSM(w57x)cfjd;FlAS;VL)?{PtsbBm&lSN3KaE
zN+s}*^{Z#7pP>dz%A)>;)KT=1h%=yL<7e&ZW6RbDKVNm!y1H8_)Rw<_Xcij`X@?$w
zQL<9R4%Ls92_JbNp~ZEK#X~LkKX?{)l$3gWcGy*KXl$_D7Bjwiw<P<Tj<a`Ub#XQw
zT<6Wc4mVC^iCw{g^T8#x4WAcf+McfJ)`9Aw4NMRX94mW7OELYF`XiPUX#KQ-IUTX%
zrH$vvbs5Ugev$I~>}%2o6Z`J>-CpgB5~6EfMzHt8_oc>?p1^>wG=IxP7kvQ>Ou^O*
zW80+;mT7-&DJpxJi<|THmuqrSm9#+Yu7GHFw`?z@|5KYluXN9S|36GfPy~unrz#b0
zf%FqnC~?W*J_HCj7Ew%E;3vb#fR-^IO+f}yY;^qOWJpWbFIWt(r4C01<fo^>uSjjx
z2+9BQZ7YD&*`C~U8@TI6-xY(!166v_Fyed}Nu44TZAVL_We)@-hCGDE2$1fl3k7bu
z6(HET3E;mp{&x4;1#soSS4Ouhm$XA}Bg9wXKp(ZCvoIh)a<C~TpUk5Y01X*KfV)Lr
z#Mxc|0GUVPMA{)qa@TEQz8G2++y(q)9b{j5O=NZ|m>C&$D#1k#<A_JIXu44Mp6x-A
zkO+XUPoT{|&X%N$LMJEB11Xj}G{QNzi5LV>xrgbzQUGKoFvaZzQr9h5j6X2lcN=c@
zEVsmCfe!@OGYPaD_Q+Gl+H>}<<Z(rN>7+MVpw5~4-vrAqO~FU<ZGU`hpP;Iq@jkqz
zx6xAcjL&%`QRdN^McJzEPrpyDEgyVyI27JG+)DiBPJ3rEJfiVj@w;`rotf!k(&V=0
z<`GcU5P=5nQ<kb&ffCgS5;6uGmedcwXGa1^>*+f{PJj?io`+wUlDZ`F`F4g;E`HQT
z3s1UGl6X)l1B*lk4eGSe<>(y_?ZTqQDVYu|$45|kt9ZaePo~HPTLRL11S<LlQVI0t
zrR&k7nx!6ow8?s0xn)whd3yTi?)&8wq1uL@`)jW^L_JGCXrJ+^4mt|<Jl;J2g_=_$
ze?Q?Q&sBfEnA2|~9TZ8Bms3|!%1Y#w*>lb>Pu|YehmudHbH1nE(xUZ0BKiB(?YN(*
zf~E++SgW?1XeaD`VzJnr@s5tguJAssXnjc)v@s11MqJlwExX0D`DOB_XK8tES!s5e
z7{IepM)Km>SgPY=GWYf4&onhBfi<Y_XzdsMhKGF*veid=L!--ndT!S}Y}z^$d!^S@
z_}z5XLy{_D4QB85<+bvmQM?C7H=$gn2IMZeX|=*F-xEK3-|QE6O#Y>kA3VR@SNx)D
zOQ@IB5AuGheETIOH6bH2iGmXB+yY$v+@IOG`8fJHhj?Rywgcv9=eu%v`k;R;$;1x6
z&MUbpC&SL8twARX(VyFh=TBNmT~FFBR?X%}UrXjln_t?_zkm50aB=?Q2|0qavWcYz
z?Ex~fDtYUe09PdK?g@P!MTLfhUYxQFO8jkW3|Uoh*1f0*3S)4%Lbuz+N~0*bi+gRt
z-H`dZL34;|MqDt-Ygp`=HH=hoOA@f_x89J1w(~Uqd7KHt0f6rIpQxJfOBCAw)CFe0
zL@w9czB+*3)3eNbF@AXj#rVUn{q-R8Y0tP<FDk-_DL6R;#}pwed0lZ2O5j%`(teas
z7r3TK3S&@<ecgVkR`99)qn)s8#a95+FJ-7p3F|x%NzsOYUH=<r&z9)Oi{Y`rrnFaB
zN>2v@K8gj79LB&@5Pk_j@EWj^VBIK5`h_xx2GE>Ir2W)|*y`Y7XG6kngS7#8Dd+8X
z8jB#Zt;8xv4B`R<LP~aFVgMv<lhT#Nf=(B~1lN5{#*frgdO_w0z%2sE0mghI`&Iy4
zU2*Js%ukkk$0mOIA;%pO*Jl}7kHRjiej52;lEjaInG2<1VI(Mx<<VU+CTB@)b--})
z$Vx~Zp{%4{qM5WJp;+4<_nJY+%?J4F*&df4+<0lU@71kGqKYzHSQ@WfH<WVCTnOV;
zg7B6s#_(Mzc(s`s#~FRUyL=h2m^sR?!e9K0$4X|T|ICmHy#$GP$#h(7G8Vqea3B>N
z??&|*K(4o!py?rbZ-_E`LdQHG8N&JbVOxQDZ8^D0bU_3@j?R0OkJ>e73Gf)EWMZ`V
z0z6FE3#<m@vXbXg9{pEg&H6x(v8#zli;J-P<sb(3*y!v+1mim!A^|~}m1GN~p{<iU
zihPqV4=KZrV1vrq3e#>Kj8tamG3*|7JkAG%5u|lb4dr7N*>eFnjxY!(K(25_Aav;G
zR4;QyG-FgPryw>79xpsJi0&!!F_-J^J)fd{jsa>w06Q8f&sQ`(8=uD!PeBfwyQZw|
z9R;MxaJFFTXkjigBD8^Eqoi@s5%_;3&Lbfp4W=Zw3rLx2RA4p6kmn|GhJh21KkjBF
zEQtGP#PhLME8{q3&leE2WCpw;?5gQ6E@6l>!v>U#8l%Ggu;u)hde;OY%rJ<tPonHM
z<`z{LtsovP(%T1g#H*uwD5#DGPqoY`t*_2>RJQO`L{FapuRGmc$kCfdO~3b*;mECK
z2yQAF24ThQ!WfVQSRMkQ%FVqG^e`Bxdcd-pS}VNR5ZxOaT0A_*9jGxXittK2L)sHt
zIRvcc9Ah)ruBneYdh@s-d{?}2W+hu3#(?HDznPYvEguF)=v2+jV}bL(hT)tuK%gLu
zf?V-?#lp?wp^Nu05WXS-bp#X;oHOGQqqEE^e5GBRFij;!>8R1<|KslHyddvAfMqly
z`CL*d%8In7h)YCV(cdeT<^^pC@iK<-<iEiU;nVWqIG^@0);(62etvO$J6&k%tI=7C
z_tNsA%F2ut4o|$sk|gQzu$aBQuGl*<h(y66NgqkoKuM`*l5!!6DnZIkUX2yOe7jWW
zn8F`CGCo@MBVVvETAp2}p#UW(mD!WYBMaxvf-+a|+k^YuW`XI|HQx*^JtaQ6h<)@*
z6M0in@UF4pU1Ooqy$(jtS0&kwIt3ro7Ho~}TEYIGD>&1CF?fT@O7rt%6({jV1(*l9
zHg3Zbl`B#s$f64IrZ6AosG;98@w_?8JdRb|FVu2g73vL}SfyW2{U*w0G`RTkuH&7a
zak`!q??@JJYL-gsd8rfoeSZ6bCC%<7&E6%AUI#5uP_kpCgXV2#4NVpjj3tHpO77F;
z!5<Zp?a){t!5e+f#>-sE7!dX`9kfEp$DxdXXY%2#2D=BD$NXU(gUpglv;q{s<fKSR
zrP!spIOEm+?T323X^aSBVPScX?r98yl~pELz{Iv-`GXUC!MxFvT`2tss)9Z~SnlZ4
zNd$U=6=Y~HE>fKa!nI35VPiU$KN;tB*=kI5ILuut;z~J0AR}rOB7hC{wqnVTd!O8*
zKXG5<_H#_X_p!#*)O_%(E>I!fsb*#ES*vD9$D%>6Cp(YNsn-Rdh!9*}ey}u8G8H8$
zTuc;c`ie{Fu6>6th`J`6@lH&U06$$-K}05+_0db1SixI-9Dr+}LZUH{b}9w6iZ}7^
zW0DGotG2&C>E5{p!wUo15*P^C57+q5941?Od8CZ_T`vIHHLPTT5Tmv8m_a13Yifdm
zD>~iRD9Pv{b%Sz^ZY#PrWp}w)Ji*yw`lDHPeEP`bw^)lPbQm7EL7@>-#(W4~FBxT$
zefP77i@3G55{MSSyu@S_^nmJ8Dm97(2bTt<_9yBY1B0DR?M*Rmo`E#UoXrVg{h7~)
z>ZG*3zUyoH^BpTq54K;~+y7R5cpm|?ISYwEZ?Tbg&*w*yv~HpD2Jl`nfc3MKDik>N
zb~;eJCox#X6;hY@0V?c2sPDV0T-z|9u6vnJk`+k+FJ4B=c{SsHGspWuvZ9iqQ)18}
zgc^(i@QIQVmjK~)*ZX2#>z|F+1?5zDKPtGb4G&SM1j+<Z=9C>QF|Z5D{pio~tF6B?
z&!2{zE^jOW$Q+Ko+)*g%4c{qHU6%?Bj;HVhhCoSGFKjSjmWTjd%ulWXX7L@2&8ky$
zP=29nx7*$Z=8_qKfo>0KL4Yq&yRHYW@Bj9td}`p};OHn^C2jC5<zupQ7`8v(VX44*
zg(5lmIwGcjR8&}8*!UFyP%&<qo?h7c_dJ>wD3KQW>Fj)d_p25GP6*)TwT8dh)gQfb
zqb!+ZcT6CyEg2_6E4cC7ZJ`I7Y`(Xys2&5INntIQbhXaIn`X-sRwi%r5Ti96X58LZ
zO$m<S?aJX&526@{YI=#$*2W>9r*%G7AAv#<7ag;YYmen*j}#P7k@yM)Y9x#|w0+{H
z8cBT-20-q6XtSwgP!)snlUp>fPTMuLt2AT4TeW+^V2Z=+0=TaYK-Ps_)46Ns&2$2n
zzT4q{O~9!mgEbPXbc*d>rOKACa^bMh@RbG1&s;8d7IQ6zL-{3{7&4+bFGIZZA&Yz@
zb#_slz)h+jRMcaT_$UUFy6s~A)%Y-YCs`!>0~g?Q6i8+arpT%51?&jA^Vs@*@r(KG
z#j|=&eP0c(ua`0<W1z8+q<6N}Y1+v6QsP;>ecR#}ux8C%2a2GT@xyKm&U#uyzN8@W
zRIp>zN1y<n9hCBc40s@(gu}&8;b5VzTh?Q3+ewg6B4IFHQlp(qZB`P=4(@<b(o_4z
zN%mg{2QQpED~j!z@x!n^X9lPBwlZ5(5!iUkOii$=x!TUY!dX&%{WMmVj80#BH-PEn
z5g^Qa$hhAFBJLz8u<%)io1Xy5vG&@8A5B#oDhQa=#<_Vd3bU#&zxCnuv2^L#&7*LT
ziERz<dyx9{bIU)^i#`ARtS2dDeD1Bizd0jWKgm=sm&!0h>o7f0C7cO=?R1#vniFF5
zn8)lPP|X>A{}oQu=k2#CDk9JWWNo-8^0QX$%)pe1m|w{biq_F$X}mG!Ww_D5x}?r>
z6;8iVO)q9a{Y;Ji#tZwq%&m#(4}5^Vmn^%<41HRf+G}}s^qGO{u*8?8^fx|tfeFbV
zBmHyAs%g>nG?A?3f%U>z;KvTDJ(!S?3UIr5%{_QSaP|$X3}L+1kjqQZ6yY|Az=Jf@
zSo!5iNCaG_Ef!tzey^QHuK1CjD#SSdK#h=4NVW6TS%U))PxTSJ*+0}P9J93Mf_&nP
z{ATa4UMY1MrV890oxmql$0&*yMCuESSetg32!45(A3zRb+^BE!USgtkhh}0qPuem6
zfd;FNwGiMRRGg~KH<=94z@#X=1Hjw$*yAo}J#nxP-6+dT>UaoU0zmrpl}p%zuJ57%
zv$Hrpz(>aoBHCZ9`_;hO2?seuky?nf{qSUWX_SEm5d$Ss=0*o|a2E*6B2QS!1~IG(
zcP_#fT<;owEaci%Pu|5yqqJozlpxtuMSQc_^w&56VWktgAV1C<y_|P-3`-dcejzhO
zN9(r?01nbNoQUvDz}k!>h(kU}7nxAs)<6J3458GI)|Z8{t^qtPx@9=mHo_dy9T=rK
zc3OYSL*pL`SYU8sBJ}QDcr}nQOK_!YV0@Ix8h^JZRg^1Ch2c{)U<+fxNiuT9cWEAE
zPD{I1jy%|oGhO{OT<hq+Go=!QM!0WlnW`bmEtK?z`HDUq8HcadeAs?%x&(jvI&t}^
z%i))u{W+#NP=bRLJ}XfI5cZB7maynE3KFz03@*M8{Sl8f`2OSHJ2Em28+J0!O6~%D
z$htebW~Xq0s3ngJ+Lzj12~_@wFj`^{*qv^tC@i3egj1wXhF<uu7|Ggm=E533(|k%+
z=>>T49nSS+oH5foG9^3s_&=D?q0Ja;XsRxY?G1AauIC+up8c;Ts##C1OdCW?%oEGZ
zbxR-6kdp5=S-b4rzj?e7<XNY$@_OpD)Bil0CyBg$QAFO`+9Z>|e<r_OwYgZIUd1Y6
zPfsu2fBqZ%Z+-Zo{>aE*t6L2r!2v<o9d+{2y}6a)vIMBYPm#>&nR=$Wjy5KV?(^^#
zEiKxlB<S00-nVc#;JCp@2KZJSdqD?da+2yo{DU8U33&te^q8IbU0+)n>ceNzRN4AG
z<k_<OWyNmN_}0+uMEB9!ZZDdwqkr7|^VauS`SBHQk7vvcyj11A7wD~!8)>snR~|m8
zF4Kx>DVm;L)NmJLQW=Tzd~wNmh@oV@Ra^&Nx9-Wkt4P~YKAw9tfGeL)xrmINPoLgP
zD9qYEjBFV$44E6u$DV_Sx>CrK>y++L=#C|-4SP1d81xpqzqYB53O(#O_-PYzw5T8f
z^tvCSu*bi!A?F+VX-~-KhhMOot!GE0bFHTbC1&J{hwacg(yyO3=U=~OU`eEdw>Hhh
zJ7K`?g!p&h<V(`q;A6u07x<r`!}**iBc8#5z9f*xI#(XuJbXp!H~Kw~B#NM9Q5Bh#
z?|Ep;MWt}HshuZt3KIb&Lfn74IV;c@dpZ8)$OPbDfZ~L)4TuB=m=vrF#|iB(NpW8w
zE)@<3$%nx{;h<loslf**$xIy0eTn#V84mm#{!Ha;60|l)i9SY=5?2fiyko)h%lou3
zRrk5^@J|zEMqIn?wa}Mm+F&wKl0V^eoT5;2<AJ&i8nHI$BB%Mqdr!_vH{pUI77JT~
z@{<iL>@qqnVVpN$g@uQO8qyP-4B`+x(C{U>-Q`G9mjZqc_WtV@45T(g16yiV0F#B+
z)B`>@*PzM$Cc|jJnTN&z!CG!gMp|`H*w>SBd-Q$dg-9}&Pv0i%)_?t5z*33`2Tw+R
zosBhQQG<XxZp5_Tl$_~++)&QI5wwsbsu?NZ{xWv-7>FcLIS3y_k~>VaE^*QLM9%_k
z?++x?+;}<XxrR)_*y0K8)uKjAJp;v0x+v)Ppjpys6hH<>v=ecG6k+)ErJ&@*%$VK~
zhs?-ucEVwcN51~#VBd&)k#MbW#b_6*c*n->5j|uIwf4X)eXyt3pZHLF0lpgyx{=4h
z7_xnh1QaBYfah<9296dj?zJ&(66gCsC2PQNUrdz(t#!}sfNp8k>%H~ib|1U}Tf&Ap
z;!`C5^+zgDwXjWT)^Fo1uJ&Vav<M9_7rujL$ft|y11ku384U@p4co@a_jHlZy0Mz;
zZAO_G43!}VNCIich>-?=@NF+{X{Yg83M2a;^mXkdUL$@MlDn)5c1g2wpaZ?71D=sE
zHSY}u8X5u<Cj>kbqoEZegL$*irndm^p1b=Pcm}h<$p7*e?d(5|WiF5q93+HdK@$Yg
zkVCvsIER|xI{r(2qF*Zt#=IX@;%_yND2v?v4<f-vfScsHaR8n`cJKv5qpzF_X8p%H
zT{H!Rk}pCV6R-A|qKA^^U%s?UWM5uLVRg{^&vQwYK>=lUH_Xi&!}%^-AnHCcQz0+x
z&h~mI-^*2@e?J1WR&GyRFgk=rDYsn|a!;RYOz1yjJJ<AkKcPgl@8@uzHFOv+pviY4
zD`4^6?d|dr+7W2oP7%xlx-eMrFLTRgY8G&R^x<L9<Hs(E_2H53XH!{!nG?1cnIGBE
zkth&-G)K9!di}f{mYxK9<D(B!^@!3VyEJ=)t*d$5VQ9r{;~Qnwo}+3!-&$kr6HTFi
ztH!oodpy-!9H>;#o7!5;oZ(BYp9T!&1P&r?u~1$ZVeo?o0v0|d9Zz`ozyKBvdklj}
z1uAzG=nFGZvfxe>)CVD&I)J`{gV`dxC1vg1PThkS0vy;$RE@X&=x|&h@5)=!RY^h~
z?%9rvg<Js?7b#NYDdJz^#Kpwc_*Q3aWT6ZK;8!|vCK~Q1emc$#?Z3`3b8EE&Rj=HB
zTXU29RPMRHNN^E?L#Onl=P(n0zkPV&DNh#?tuZyN{K}jGCzUqA$^I}R&3sMpL(ePH
zLSr+(k7vF}Q+sl{*_-r-sUp|3G6qshzAg=n<9z!2CkHM)2z(WVVcwWvy#K;7i~qCk
z9j$bulluZ?VmHfVMQXu9lM657>{IC-=uXD>0#m%(d7gGUPMbNrkQ5oWuoE+TSDn1O
zrYoTKs)Ii%M)TX%ci;H=jj!?>b#{HWZg?3?y{m3+Z*H!<2Zh7h0jx=ZC!!8_>9WRc
z0shhv1kMDiY{u%s_xi<MepX85iZPg<g9htsiFXEJaV&0^)n-jDKd@i?4;`9^SYVZ2
zV3T1>t$u0jW4v_ok!xc}IL-Nzv+!WmQv+Q7(17vsN-CR3Tg8XGegkuNFv!r-O$77H
ztf8!wS4)sm@c>(We8tnl0ic}A8Y0jL0VGaiMEGUufGy7>9>6{kHgHEE*47>9km>!n
zUH5C+v+qbRH+TBabW;$y<}7sdqi8zB^H_Ih=;H5=>gd^okFSa7C8PXLN^_%uHhLJz
zi~=Q+c<ej0R9r2M^mo?(fH5)n3iIn?9Pbd)(gbS5<m@yy_!AlK>VK!QHw0(eoi90+
zi7{M-VAT-kH(yX(iV_ZI2LtW1S`jo<PRYWM5#{1`<uD(JnHtMHa^t+Sn!pc03f?2Y
zS0PAls#e(2Rmw96Gm5Zn5+ET)hYRBb>vzM%5Xo2;aMN>scxFSnZRI8gk;xJfjfEUh
zk<c$Iq7iWHoetFtyn|Q-YkPP%3P#$c#<PGA@UVH>8A@+O&aMi;AeUL@!Zv^NsYWL*
zk-ryJ4AbcBjz?rtgJrNW6gizq;^Vm)`nr#r6ZoZtC8ZT%>>BKV!yw(z5P6!pn;FqR
z6~9)n1-7*9;1Jkx4|O%W&7?;M5Z)i>SlK|Cwi6OSxPWHKGhT7vU)%gyE7gw*O>HU`
z25|(;#|sy5cb-!co7thBf=w0!cK<+$jsxX9^-YQh*Z{4@BXno=5(2r$$T0K`LxIe!
z3{Upy7zd(mcIpq{96&fBIFEwa6O3H3Pi6okVW`q!tmT_WkZxdvIxa~CD@$%sdSI@v
zWe0y5Dn&X#x*x9+OCt9&7#@wT;?NaKaVO)eKJN+e+<R}aN^(SpcjP_uov!g*+OC{A
z#%I6zT$;ZBd|vX!@pI9M;KyZ6{jZ+-o6n4X)#e`M%qCt}@!-7m(6a2_fwP{KqV;!U
z)93OMO@h|}q^-(i=4B6U00hfZ@*}H8>Akq9ps1+Qplyt_?Pb2gq)E*lm-q3y-Ke#9
zkKWraFjdk?(S4*_U-1n}EGuTefc|hEk@c;s%iY<|;^obT^I7pJwE-m})sO4^ZP!V=
zGsLCkhR8q5Kbju%Kqah0>Hn*`?)S5N(1212Vsj?VUK}2cEPq%zF)k8%oS0;4k^=-Q
z=(|Fw3NM}aII2VzTAlQ42i`6VWKRbKr6umZ|1zSo8EFa`rZr($MbkS#yF3E+WBZaE
zUwTDI@p`HK*B74>tLO_%YdJFLcd5i(T;tQkExZe7lEZl$n`Od+I&LR3XzblAjrGU%
zd%i1R@fQxHKAaBh+up@`*$#1#)XSwNc^$RmG#X`_*V7P9gnCdahkYYE<siby%YXt6
zK~odp!5CHI`Nnnf=jIdIO!=^f$+6QIULb(YM}UuA<%e}@YH&hg@yQ#xXL0G#NEl^B
z`Ys-hZ-1J%`gRya+B(@s`G>X~pOy}t1`=_oyO0P=#wB9Urxu`-sXZZJ58D5S*cJ;E
zBK_B~yaS2H@`7;3hv$Q%w4^R)7{vaOLml)R%l<I{p4Vt&#}P^SXV?0QY9gtwv*|u%
z2YK5%uJ^6BecYRCM=4SbjiA4-3Pjl?-v#)T90LPDa~?|lopA)kO)<*Q<UObhRW!oR
z*#$ckN6%0LW}&vTV)RzL-w>A)dAIRp;aXLCy$&b8<hL+1um78*rqaF)k7sd-jVD`;
zS=o*2&5a+M8wW^@v7L=l#bJHcKq+(4Q;OYizFqY@MTPZ$EVXylon|fY@T$%4d_vy<
zNmQ?v;+};5063AEqeWS@L0P=vcbbV4eqLQI7TG!lvnfcrF3`itofn}-ReJO??w-iC
z4>jMW{yjn?7G&}t?PV42?FRQ#oEYfVK|e+c{v{=6vhnRmc3V6Xtd>`jF?!2Uevdg$
zmoYX5YM7OL7zR`MEr$?J*0K!?L~JVm&5iac#|r<^i6Mpa!~8i!B@SqBlH2R4*Xgqr
z9CoS7ORzUDI;aF>#4IYpA<=x`pQ^lgZ<Z8#%O}@mF&HItbOeM0NWa<6b9U&caC)=Y
zjpz5b8DvR<8*N0{-btwiZc&HBC1c}-Asa|>5Qb}3`sqQm?T{G5wL44U{2JFYCM0B!
z_Mmo+2#MR&B}?CEOP0i8G}l<AI+>6HTfdwI5U}5E05vu_X$T0`QX;=RhyB`6ymTiK
z?M1IffKN2C%ZUMY5HA*pHyV&o{*y;x5h)+9#(Hy2NT$A{1g=5ht2PGUC?OI)8(tp)
zVN_AT?@nQ+m@4u07GRJBxEk^~N@Zp#%sw-|l9?Hmx$qRB(;71xzQBe^M6-tlQ|!Xt
zYF|KyNR)TJ194+6R|y?m5e`6CHu`(eP9^3dBF)HkZHml(5V+fkbQpntV-V2_57a3r
zhy#l0+0Y2l@2;KH{2?VWH-2P^fvDIcrbUs!I$l!bWhIQ26lQ38r!>__Qj!=e4cmi)
zK=Tw`2xGr1Ms+A5t=yldS1u^84ke~eUF5&Rn9Y~1|2f`4&$?>OS_t#_TyiDmXmk-@
z!b}n>pX*u<W2h9n8<aJms~!GdTJkDND(b%wr)=-^^jCh`+i%R;XJc3v;{2+ABSWEn
zFbpkQnju@tso>5oU%LA9^J=c8f3~>-+(y6bVN#jj=5?!-<?`KcKPuiWCzGx@{<W9f
zgWkm?rXv7>T7gI#Ib2pDZDC0t_Yik23ssN5Lx96VajXX~K~<e3J4*VzB?i|4en}Wv
zV9CY{OJSXda=Wv9`1UQ<dt&lJ=rCM&*JRZ&@0it_0o2%joE5@+riMOx1f9k5&4G$Q
zq1-`={kOFd-K#vaPd4rhBldBwQe&-N=n-^NL5MGquv~cDffA!u(x#^sh8Q8bE9fa$
z!KijJ?yfH`Pv2;*TdQ&5Nnx}$2bJ%jZe@1IBz564)qdso{n?NaE`|YKrmx%yH3^rW
z3cl1?b$?b;xLU_e<LNi5oNbA1X+3-MCmP#uur${ivbQs*N<KL6Yil_mEY9Yb-D*nu
z92`Pkn4CR5P5k=IF>w8*&-}vgp`P`D;q`$y<5U;-VO{IjS&ho5>h0{d#---gM&GWM
z#xE<4wSQZy|F$O3Txm4*EEnGvm$0&VYW?uR6!PZuQ#)sGyXb~HmN~S{l#gTfhNTJ~
zF^WU~iTnBw*L=~dkxi0QU{;W0l%G7#QJMZ8@a}9YR{Wbc#yQa+^G*H2eR05ZO^ogF
zv25<vvfHN}722GQ$DV6XJh@zMs!aJgRkZ8{uQsIoeZ_Fjm)h0h^GN-!@%!?Vfx|+J
zG3H-y%5&oWZe~pSf06jRZ7H~7w{zNcOJV+Kmo%>e2)U}HUD802*=XqbY0nd2obLLy
zLndAfC+*B#oc#HPYKxpDWpzOLPj*TE03qvW?@=-or5vzJnZ>yqjM$o=+-zwv8yjx<
z+0^v8+&U=G@$5v9x*)WvKA4mG{T<z;obG?-E99^x!0WI6CM0~bCFF0pHGMP13B{-U
zTE5voYAZd{nnTDO<&amtuPzzCerS8A5n#+s7|+CDGanb!`v5cHr)@2Z=#?+8x_&jc
z6c;e<sw4NAr_%g1OqMRm2gWi|)~{voYEzwms#d#s-}U2!_`|o81$z9~_PKA8C`xF7
z<3c_8K>g~iTiJEXvIbj`?`Pd<PrRhRK38KO@fE7)q6WsWiR7xcwub~*$bO(zx*i@+
z4gQpx*{&Ua1bBj9xygJhA1)3tb96L)dH}$eaMilPDbA8${xY!y4GS(;G{OjnZl}h_
z|5x#AFR{R|kj1(HP<F|b*3~ah)ai<2P4q8r-(0pSxc{Nhtk9WPT!j6qO!cd@`_A(4
zFXnoXm%<PlH7^E8H=u|DnS2ssTw{Z|lCurQ+U{zajqqg&Sx#0Eh6Co3ymq(9f$hSv
z@(G7c`R=(+@ZBqRP)n1CoM4z*lqNd?hL3~*qiC=3d+HTvAV6WXJH<3%f{Z524Ss8r
z)bCtH!g|v1DP{qKDbdfx#Us3)fw|;R@*Q@Pj;@Cv-QuM*yBFT^k-~w4*EbKr4pc8$
zJge_4A~B4hT#S7UU1`)mj5{PG_~cEdYWP?&7=PE<Rk1I>-uhej^vGMF9U8In#s0N2
zQg$mf%>oTn#jFnG4dYkvogBp#6_*w~ps>z7YQ?puqqO^2;qKEdq)LxA4GW5b0zJ<u
zMh4xbpv(P=Oz|QNg`2hc4s^%-XN~Fjtr@(YHc7d?2zMD(;e7CK?lprfeuypN%LkMx
z`y4!;CXOBaWNFF%nEUC0q@q|DEHEvGGOVLou$@9;yw6;M?aE-pxYJ+-%vw*vVKen1
zgKzR3Ta|!U7kvX{oL^L1b_+)YmC7|NawkP%PYg+)hVIbi%3P!sb0n55N%YyZ+tMV;
z5;%LS6Mxe5__LeV?I(Oc8c?!kub|aa)mAabG0T^ZvQT@Ub)Hpi@1A$xplDu`8NM%e
zHK}hKa7I~DUm)2|IEzs;Zr+b=ukksfqTH*+T*A=|Gu#?u?E0gXzc#Y;rppfHAGchp
zLJQq-5(JcvPDp2H?_ZZ1seC(s*_(M=KFnwqu$t`ZayY4D;9W~Scow2!vJl;XIkf!~
zn-cXsRoJbjR>ID2l>qz3)|#6=vuweI00!41FF*B0w&#LH{(VCJ^$cJJ&wA;n^Mh-V
z*BvM^deodL`jpQpKY;)IfjmYRhUOPK{^bSbau<y($VQ7XDhkQ&A{ZaMqh;1cU)WNP
z|EOiuNxt;YO3}5-JUR|>-4=}D{zc=0OG{9l5<bLZ&1pcm2UzE0zzu4};IVx$e1rYP
zxR=w`l1P9Yqv;R49mT=eeN*N$2F#`VEkB+SOQMtB@~V2XhB9|O8;hNP-H6O%Nxy%7
z={{t<J^FjJyed3XtzGs##|h`Nnwi*CU=)C5;ULiU(vb43Y}p4hl~4@~K_lsVh?#;p
z#LQp99CGT@e@+MgN{LHruNJ;BZ$w!mP=1*Lkk6zT=SA(~O66m)<~x7=o;@p*zMzDQ
z(fPsti5qa5Lo(HDX;)@$t=wwl*d6$H^qG;dVKk{UDc*{guPq?dH^dflt72+K>id*(
zXq{_mzIVZ22W;Rar!9G>=}ijBOjd?_d(^$eU}H5TSCnGoPw{=>k1)!#3Om`J)ys=d
zAK6pq4+q72-^`q_mAuKQ*(5&mDR$84v5dA--303Zg5KkfE6eMe-G15o0w0(Qizfy|
zpS=|2M~d;Qit&q!WwUc98q+z@Gs{p%a$iD9;RapEw&6C(vu63nh8ic}7xZH%;I-EM
zpQm2bE+Kcg+t44vv{C&w+pF;T&1iGl^rR=5Nl^BUMK*llXZ>P$2V;biK^c4i^rGKZ
zP!{no4?fDe6!x;_Nv1@E*-3u10j+7$hy02VdJ_#A;R$m*-T?eqlIAu$_%?<GfbF;%
zJ${serv$4N=_kI>ljHjS{$7^wRMtXi<sJ~XT$1LD=@h7VUH^%4HkKh>*799iQQ>{U
zDcBkofzEVQ#GgOKUtLD&{2*E_489Y~6_v3-n^<_<mlwP)4DqpW5*(>xk7j}INM;Su
zsJ~9El3YlRWZ`(>t*ra_8{s{~NCQkAMSDGrzgRsyKV}RetZb5xN6UqI*zN-BJ{Dxk
zhJld)JHIf$#yxSEc~(nzI6B6H3(^BCMVbfGWZj05^5~86^#~Zh2H<&&X*Vzc)2zZ>
z>Z;yab`ClI1$BTV>bKR=6%r!a$<e`py<&DZ45oU~jp|=sgzu+zo^~qU$Y+K@3CT!U
zr-Q8OS^TP_7d@U?NbtFEC)Bq;aE&{{1|a&Kpdj%HlIl!#E%A+X-7F=BG`Ax~m_EV6
zmAdojFua<wNZ9KsM)h}B<!gnhe@-Sw{q9VBlune(_E28^yQMZUHaj&HKK-$eL1r|A
z!@7xMjxu!0{G`5><Q+mM&%9&B@Wjf8J&2MX-zniV*RV31N&o@hN766gZVBc<K&JyS
zf{Ux5{X%4ai0gBJe3jc}J=mdsM60P7=93q}kYv6U2}b30yi<^`c#BsBMG$b@|DhPr
z;;?LN<_TeeM1_P=T%kY(!wz$iuqQaQ*gYfq-f!KTJ$nG7GW!t$4m4(C*t=!I{#%bl
zz13q<$>Iu@o;>~&IUC*e=QvtvhpA=`x2mpxU~P7gQ0~)|bFazVPtIn?t#$H8)%PEb
z-~ag47V%v`Ih!8*-d<f9&E>vj@ypnHCNsnM(SVrVovJtSSu`P4dYqqQWnE=869hF&
z5+>Ifm2#{(9m8sr!ZkVhKFX-Q7EXO7hOh?+q6;r|@3_WZe&wrGURF_1@#({-{QTCI
zliz5wRdbu2p|P=r_PpvM|MHTcx+k`-E&(3y`}<p+;s@A({&P6NBj(pbX{^_5?;SWN
z4WHHZ)dwp)Bf5O3o2FI@AR^9n&3qYgf=WAVCn3L7$Q9*fWr5}QgJ>hx#&a0@BcvDL
zU?3D6?Ifs)G3jJ@XJtYQJWidjH%VbZM!zQr++6>}tp3dF40-mQUlo_w{2xi@9ZvQC
zzwzTZhhv^&WQB8%6|xeMb&i>pRT*VdGP26bIF5s3W+qC7gr>bp9GkMDBzuLjj=hd^
ze(%rs_n*t<GLH9oy`JN~A9sLD-jfiumRTPc^weYS$4c4_x^wmCE+3ua820$~u~IGF
z7(gN?Pp1pNxq7|znVcRG$A5<o&nL>fYYA|w^|2LgNIg2{-(?OlIP%sG8BUB7P(aLM
zMHmFduv+Qd)0xNoP&CjLgXey0?XVR*Z7%hfl7LlwDz^1l77rR?2WkoG89hD9wId=<
zfkK+`rJ3G8E+{S{FQ09(J!4C8WQRN&;+0+oki)=Q-A$Pc_v8v_#Uwc?(7@>=a}s<K
zLubHT>@+$tcdnjc1W;jXwQO%4eO*RCTxYbw+pQ-SbnWCnb?|LvajoT24%lYMWIg>Z
z+2oPArzoQ})sE6`9`)j--JHq(4vv{NtFKj{@F1H{ita7G4{0bEo}Qyah3?(|PvuJX
z-~_ukif};Zu8-%tTu$aVN`5*oPH%^8;LL;SJ$$ZSJ#hQut-4X!@qbG~K^K45j$E$I
z3M<}<xk-ZaZhISSza{RxjSoEULLFL`T&;W@Y-cjwum8ag+MgGe%HLQzQf>bFvYFyx
zAp=>LxfOo9m;ZL6=k2YYIzwq?@f-n{LsTZ9F@b&>i}+a95D^(chejB&;tj<iB6171
z_6DAU{94%^C1<)z&UBWXd1}Ry9_FIArf+4Y6n`>*&r%{;PU4yy=>3bLVX?Tk3og`X
z*Dslzy8v(A{i!IT!u!=EHn%Pg=n>6GfTC)aOn(svx-a}SBCqKb8Ef)~z&n@{QP6YQ
zkLuz??Ob-0n*jT4G_n2`^SG2_b?%QV2<jmdoBpU(zV2^{Ial!zl(7=XVg|Q?ctlkB
zl0*Vn5-iB@3$uccqLI-`q+vRpw@{=1J*ou6Jm;adzodO|8W3U3+*S?#AhV2Y>S5%F
zwa|wqy2`{xV<E(|C_K)B-=F@(j*1_Gi9LWF2^lue4x9m&5*&PiEU*^|tvy858?llW
z2w*5UhZL#l^^yg0k^ciSgeni~L%=);Q{sQ<9KdOafJs3KXrLcPEjodshMv7ow-Jm_
zxeubC7LdSgA@S!fKx==mtAIny5eIhw1u%(1N3UoUc!*!pMihaFj7&bLi;Vo>*7s=8
zC0N_F;ja|&m?OfnxCkZMlnwvBAT|7uG4xIA4*#pCSd^E-TO&CHBL_gKS!8MLWfVw2
z=m#VGp&k@^b2=&$6|YJpWM**cT~**>YNg?~;3CT;Pa?s@7`Z=>JY)cnPryv;eQp~9
zmeR%YwKMx?bz^P=GXyNU&x-GPz4dcHVgQrf#^!fu`_tBLom&R=)m-h{>XWbL9~2<2
zAF=_pC)+A?Z#C@PuWIx6c4qHOe}3rx^`8Ij<WuG+$GIjqnmBJ(aA(#R_t`NII5G#z
zFsfS<@Yt~_K%so7oec=BGk4%J6hNGgMd>lm)3)G>H)s78kg9AVa-ECGr_auinegT0
zSqP^M8Jari1|P1js^2HUR~9MluAl&R#v{hCG>A??t1V33@lQq%21tL{g0oXM7CF#6
zxY-<z6lwGl-D0~}bkL1OWP&<0hs)goRyP2>b!V1RVAxX7$H&w!_^2XfrMi2b`CPxU
z$?N`GYy_2XSXAhrPgHsJ16su95l$m?>(`ZX>gj|B?$g1_uW)xNnX>8)mj{rh0b3>C
zB7;1`yj@)G2j6jf=oK008W|Wt|MV#e;d;l5Wfy!%yuGaaYdcl>*Yu~=(XMeI&iL*u
zS{LOzEA?wz&J&u_(XZSlX1Key-T%1Lp#m|+ehDU;kg@ZQaGD%BwWIm`qQiQYgRI;0
z{#Vbhwm%1*VJ~9|X1m%RGr$(2l7`jne>EjrJUv=DT~|rnPo(Y}-7Rnnthn!0;r+18
z`%XhRLrweLP0CpG{lL4P4?AiVDl0X@!y-MGi&ncHr%tFp*_>)PUSFTO65<;b60+HQ
zstyu%j0&NhoP*D3;wW2xuGwl*mikQ;;4Qd=Q{;5Z(Fm~~M<uf#e<L2yn7`l-cy&<I
zl%tbPT<m%~OI0Lx30fa{I7dB&bB6{j_fOvwLHce0zTcfcat{`M)=oWf+H7iQI*rg>
zL`u?JmyQn?f3hr0hypoC6hQoCv7~=stbW@O<@#ink<3~kq<S>u9}Je8v=yF3=B$W!
zV4RJ4w%}}~-4^eGq}4z&Tqp&H$dXTpa3&KNL(}nW(IQx77=_+c4={MWunF6NH+ncT
z$6f?iBES^T4sm4EX8;pAOEg{Gl1XE~f@0r>U$41+=9Ut>K1v2~2<*t)a@Z%3(kl^7
z#J7w58Z5d7+6l0ZIST!}0^kYA!(^ui=>4nw@uMpHdSO+14)rn>|Bro<#Zp(BF9p}5
z$OU$h@Q&ofBettb`oKE*hiPwBs%_>+>GDlD4jFT0D`pd2;WTVig*Xg|XCpOR$K22>
zWlxtD0iz{cVK3mqhjiQ>T2wj?zF19|G<gXb>(ZyQ#<UCsoN2qIz}li&^fbHp?3fMs
ztrX_7EWy<xU{NcgqP4vwiac~zKS3C#=Ul-{L-6=QPynj{lFIO^3D7eG`>eGsrr%&%
z`px_tYvux|)A?m&54g>~8<CI|tnRg?mkD6EzZ>F3#7GyTy#PtL67U0`yW?8X#2AS%
zNS7srz#HqIj!V~OA(G)D6i^A+g83BA`4a`0KnO@Ch+l%M8HYkGpyVbAXF{~_3JgVx
zsz)f<3lgTB2pAZx8il2~)@Tus?j-vAhA0U-HsJEE0|wnS91&}~GPt?9|6qZF9cG5=
zs3!F<>6XksLYH5YCIkaXk}5<l2pGR2_3&{`bA`Y;an*d(PC~l%&Ui^pRm!b`kgXDw
z*dZO8qk%>OHnf4|cS)5@?QGHC4HU}(41%ecfbi3z6UWw?qYoJ;p|EHo$l0)kb4>LR
zXlzw|N>O~;fI^WYA(BGhkihV6ujXfPmzTOpm5R<K!w$6IBZDi!*MjA4yTed=mf<b|
zjJB|1jUPYQeyNx$UFvTee~L)hxy9SnEc~*Gp`Fo`l8;~7uh2WIi4`RSLE!H%s?|lh
zq-?<r??vCH0}=>iQD9xbj`G{`A|j#0bN&><n-DP1IA97&0twMk3%^V;If7x35zc{J
zncpt={QccRLz9#Lcq8n;k9;1!dUNA1A$>+0{`ujPiO-VUgy(X-u%eAciy+z1ct;eX
zA{ul7)?K`vwDDGe(o3lACjNW$k~mATxJ6WEeE0S;E&9o>jiPGt+dCG~$Vc>LAew^6
z7ChlqTjJT}+Y|@YLeWn8HP`!ROHuh`57OVyx&<if&kr5Mmgw|N*k#G$6cJU?)_y=&
z0m1`1Ry1JeEZB!UOPHRn{V2yPgHlsVk3nz4{qt9DO8kgzg`==HZ+hIE@R(3vz6}13
zSria(L<&#w3D_Y8gAdqIrS$5Tr+z2~l>7xwNw>%ME<@S=E=gb0p=%PzMbq=u`Piy-
zbo>!mXuX65@D*G<{xsi&%D=C+So}Dau38ZKpCKNCT5fxRH0};x=P*LMY$<le#da|>
zC$ljnvsfnTs4H3XC-Li+%py{rb&}N1R1+1V<157Em@RcWlOkdt(6y@3P|sU*R!fHt
zAqK|~y{OJV$fL)&#d6AzmhI%jq~30fPNsY=BhB9lcV=;ccWL45SIC-nI>Khoe2jht
zdb@&0pEiVuw3T$n(wDFq>#0g9l<+40K2TCY-rAwp)BfpI!Dg5YV;*HVAB6bljSygl
zV4$90?hGn(Ek;(99^j#Jf;o}|C3X4Ur~l{z7GD1Np-%5toUd4W<5z0#y2XEou)y9i
zN%3v513hQwxutVrXCx$e#W{Z3J<Si4xm=rqfayKppn-niuXa0Qyk9sKo6c8}U+Hnj
zLMghno!0kie~k&%vRf%*VeifuAQbGS&5U}@4gEVrSVYz6?f7oq(<xTFB-rH2rv-5^
ztT1@v+{)aV;UX5qw*}`YWJa;MuN5#qie3l0PLOc4W~^s}l8b;`G{RQ<3=o&Ai$dh1
z@3<H)(qG2J(xsx_gS{0Gwa;*B!(vl#&K!JSv9wvxHV#k(V=+k1qk5Ksbu1t~ZuJ53
zcMl<uFg*$(X7xO-(}t>zs3wqsjLpno)d$f3@u6aU6(BJ(2M276!bw>F@wr*fol&$O
z70+tmKM4*8QKA>;6R-ml&Kj5aoa}3)#nkde5rqs6WoUylLP$^Jkxsh{IYKY3GhDoT
zq}C)qfWUNG;a}dJ{39Q!XK}%oOJ0gV-Ga8(kH2;&e?-cC(sHmrb#co>z(}kK?f$Jt
zKpba{`@N;Pin@eF7JixnBLD{129`^VQKW0Tz>xa$^7N<W>Bi+I1S}CZJI8BVRm@t1
zf@JKp6R+Oo|CaX51cT)@dU=T#b59L(PZiS&c6}~`()!ej!Cph!iyX~9rK~)iFQWdG
zDnj)@b&63uP-Y!03ajlepOBZ~ac%kKBLZ#(r}6cW*g6n?nu1&LYVMsQJ}Q}dRI)0x
z{4ofi*iF-czfS>Qu>av>-QJ_6xUTrEte`KCyPq-#dVk0hf78o;2!xatq>56}iV}*7
zH@Q5Ayja!lalb-=Fnl7l7Oc7`Q-Lo=-U%c8T&!EYC5tJ=rrz<QgO0$S_ft_JRnO#_
zn_u{ZVaP9c+>E``Ohm|_kIkUq0x}&J;CW}`cz9dr*Eqd1{MjvYe?OKT#^vEJZ}QIe
zbhX9N@nLL*pO+!uUDmR?anasUxr2g?H<qFm@dEQ&{q^5R{g0Xq!Z++xA+FpU@p%9A
z^OD*q=rZ!AvGh&jydzyt@g~$$lR22S*JbPJhwqC%r2MrFyJcj@av8(TMTxd^=6l!C
zFZvl3+v}LxY0sh~Y-7>zi5{Bq>{q%?bWL*g1ELk{^|L;gs!PAAy9~amR!aa#UeZ^M
zd)xiqXsPKE!m|Ls=gO9-IS*oyOh_y%{LkpodPKxFTsS;A1o}-HvjL)l5UmjrV>1!r
zB*+lHlBy}FqYW$P)TC=tkz0~bpw3}?bAR&Ny?GueDVYv%%g_iEQV#&ZzP?UL>5@;!
zq07NEw{h1GVYqwGwItujQS!R*nOje;2f}Y%IkqBy5#*+os2*Xz0lg{8R**b6$2*V2
zYEif;SU!%9M-U(y4b_3U+uH{WEc}O{I&YVdQDs9d(=$Do+08R>6D6&03K2^^*)NW_
zWkbuQPVp~24X<o_j2^X>7GD+mIlB*==d2+CmJ4R5vX^9Bg{n5ne@mHOX5iJLUqGgZ
zDifQ0tFq2^Sh@f?tY9DSaQi>)NX}&%;_3SJKbL>%S47)BlDd^z{y_X^!!>Vv{@U|-
zwcm1Xme$@GaJ;xsmN)Pw@9T%Wo_GB6WsMdV7lFrcCmI<jeNz4H#F^@R{%-|$eICnA
z#hqu0_Xph<m5L|mFoNc_Ksc?)<sDnAhelR6JtK^bd^qQ!$!_z>Oi|Hux<1<3QcfOU
zNBHjtmDoG@ypWTVm)3Gh3nvw~<t~c2c~xHcAjUIBFN!qv)Rzd=D(2z4whi4zU+5;y
zGDg1F_vjloD1Ep0hU1gi4R;+wi0^6&-vL3CZhp*PpSg|B8PL%AZ{vZ4P8#-nMG$+u
zli?BXiG1$sRS$dwN>mwrB%*{$PZm*#GN3~5wI<`paElDmC*%gKux*bX3k&Y;j~Mg!
zE5kwzxJ4Aw!?dONCMm$T({8mSw{@o812Tqr@IZuNLC=4m1pr$tTHk4N3RJpg1b38n
zNOw$=4^r=t?)k|Pqhj)`S~jj=KvM2IOB(?jx&!FrRK0o;urpUsvrgI~Gyoohg6dX0
zoQ;Q9z0Sv3bi2Lh``E@&A^t<G5|+YUn{!Bv<c_`hL?Wn)p$o8py5B8Qv}5jif<ok+
z!eYNax-3LO?~0vIL?q~56}Bz4tV*j8NU>i5EF&-o1vq@u`6#45WZ--c4KIV*Kf$C!
zV<qR2Nt_p+TvNiK!ilV9GRj;c#&~5|U;(u~@WR;fns`baLO98rnXKz2rSimipQCO6
zGPt!QgaeGW#RBz!NVt)^i$Z{)j=S(-jiO5+e^8Y@D+<B)U7RK1VfetC$n9L61ZVoy
zxjP(ffiotmebFB>M&u20)3}{l+c7<LBhlkLQk$%Lx8+sOwNvtqrA-_CE#tlG#f%jO
zd-3ls>eRc`Ojz1ZI@pgpSusdNWa~SVz^=_r(?&dqQtNL5_T2)b#^&X`FK^0g)aKv<
zWtU?o9!AK1@s+LYy7xYK)tN59N4Y4}4%kzKToCiHlp@2=w+55pa&f7wNDVUK_6-+1
zwkky?GW`M0_WD?Ux-*@N9ju~{aVYa*R9OH^Bg1uZqBh;nuW6i*e`SP_<J!KOUb(l9
zv%=iJGv;xE(kxEvT+QOpV*D>ZZwZgdX)&&IKbs8zQ?8>JS(_$?zv5^f`T$=!Qfo*n
zB$mw0+l_`GV!klT?<O?B?$80|43iGBpn^g&ss-laCnZ3LorOO^tt!%A323Y>P#Bb|
zy2EXEEvYX+|F}#fNK(wr@V4;qIPofU;Z1i5v)N~}z0Li8O)#b6;X3jB0o8xCw?!*r
zuSK}|xSlBQLM4BmfNQNy-&um&AblJ^txu0RIR19@_ca@QfAwl(sl?Q^1@CJMt3$gT
zU28u&8~>UN{625OVq?S8idp;kVcPy2Bqp{l9QuiFi^}%vLx1fA@2^eYdy`*kw)$W9
zpWHe-<8yCv!hb5Dd<`GtKj85E`6mtKsDOwEk-JUa?ssoD;5>_GE)Ul$jH`zfhU9p^
z4+(ys=Iz_$=i7vP;pyV)?Ba@0ps(psR&LT@xk#+6J=)rf+X`AfjKA;d77%#f)5|;T
zp?A=JmG{Qir#t^T|ExZ7P$~DFocgjoyFakt=c|PaUH<vXuNg;~?aw0mz0i2Lv#YKE
zCx;y#ZvO@rzqCImPg=ru{)PBC(x~ePxX^>8w9RQs;@|FiKSRIV=4DSHPKr$F+<d7?
zSZ*&zY98;d*Tb4n+jIL<D&h5x^x@8Z?a5P9yuU(T>i!CLTC)$Yj6B0oICx1;E4Z=6
z;byb?^5nCp`u7qvJ~81N{GofOAKu4|zgjU5f-he5|9&)QI>Ox_t9dcXn0ws4WJ)RW
z<L$cId&0#KUS{1DZCYM68OL{yT3FJ;S~vYZyS-grA*=;-ZI7Rn&Y}YHXBW<;YrhgR
z)Em_s7AY9UW6v7vEI(K7Do^}Le>(2beuQ35p&uE%!1NpeQxkQz|Hi&U^vT7bj$&Np
zA#1IH8YbKq)r*Q+?$WgmhNK)<XQgT^ZCX@5HhxzcsPI{k;Y2C*xpeh=$HX87jKIZm
zj^OAc>QA0KbS?vL``SQSM<7^?Xsj4rs<Q!tpT8{k$!pz;M2Xx&rMM%Em^hDw$aNF$
zalt4<W9brda`yZWZeX^Q6H^67BhIAY%1j4UjTc#fsfSmr4C_S-8JI0%KV;nr9;xv?
zky1w^DgytMT1x-E_zMh@_PGBy{BqVU(DTkAr{=qK+P}FvD}sPCq;3Ar;n$dCz_q%W
zjQcSE1e#?_hwss@eV+V?xiVE)O$?C4=zx=Q{ka1kTM$k#i#(THKwRNE>g@)+zkMsX
zS-UVpO6QB67oQh!vwGjYDe>{?_6572&V4^Jpn4)ONBc@fqCgDaf4RlCWh%bDUui!i
zCaBh`X>;WjkGvMx<-c&@&b9Y!JLX&*_>Al6nO50PZ)WB^lo5hKIL%j9KVBL+^mzU=
zaMJgR_;W2IBEd?*|9#bYu80&pf%JO%>S*WxSoh>~u`zX0IzB=eP+cMRxZXvV8#Mfw
zlVDv`)gJx4CY|8KB2?G+I@Z;~K<rS*&=07wcW|h2e2P$$n4>j^5L)BgEMuGSO70d<
zI~tNphXscve8+K(M2W;4gj<);6b<Cbv<}^zH9MfDs+010=|}u{DK7QLNXtboH%{{4
zH+|YdsP}%kEHxzDvD2vvr*g;xxfJcgFFD`{E36o4!WgwZZAjWz{etxHTen*-d(0n7
z+M=H|LU1T!(7ms<_k$@PIzPDhdBc(<*0e23pmV(0IDFJL&KanrfY&ajfW>wa<xRMK
z3d2d1sDO7!SD2p%CKUN0xnmzo0>>Qs6V{)`_)RLgw$)YBtuo+wEer**g=t?pvHMK#
z^<Ys6Eg^cY{<2DoczHo>LveLeRZEF)F_pVYK@Z}3ca_rf=lcad`L*a^>>9L!_~x&}
zA;#3q;bp<d<Urh3xjZS0ZVCR1jB9}C(Jg;2L>FK7L3I_Czx*u(lS7z6T$EG>FDc_=
zaz*yxQCB>)*#T76)%uz~5n9o!_TS&N;~6CXWX(dqvwhg#Z>&)M*sL{XOfvF(Qyu>1
zvq$4uvM$ZokLEQK&GK)Z*hsf6gpgOB`4Q7mwv|<C;FSiC2`+Qi<^y&jkAg_BB2FHJ
z^6Ago9y<O-owMggzj`^ti@ee!@E%0$6~qzg0R=)4F-U)+y~WSQ>u*rPb@1CLe<<Kl
ze1`tDZ)=UCc4T3YPyholjVnz1!F_qym^P{?CI`?V_I9e-d_Jk5`TC2V_I%@;<Rf*f
zb~K?9;-WLSV`?s)ocyQKXzNc!fpkzbu+~|?kobZQSSyYGzAxJli$WucYu$M2_?}M<
zY-n}3$Q-b}--UnN-IWj8Cpml7y}rjRhv;bmU>?S95ieduob?ePK!+78=oUaeoUuO<
zguLoILJ}4$ijp}xS#KY4$6aC&sVE-E_7CFZE=htjU0{G-xyT<A!<K|H9E>As8|zk>
z{vZU!RK`3q($!*8s&p{4zr8n^0Md_bk!&IP&qVtpaX)RSZ=JNGEckk#>^^?Uyp6}I
z9}*Lp_qGT+4H2hz4KR0Bs$C!41;x*D|8s5=hJ{+Zas9zjVi+W-flzuHs`SI_nrggn
zn{zx!{@PmUB@1n5T~KHuDwQ*X2L-wQ9rlDcgssyzETf|^xSZ7%_%FQ@#Vmrbfbi!G
zze#rlLqtR*bnZdGh2J|@ca0cyy&jl;%8)_H#6b0$M77Z8v@Xb_-=H|!QAV9uRHl`G
zVa$2Kd1M1kSK_qz$L-2iM$;jZ0#ro(f|vI6W7e;2gO<RQQh65X19*?eDr;<RaS&ak
z2K!>>tOAU^qBy^`DdbhT7LDv$O15)C3mIzp?!f4Iihjg1c<Z>((Mf@Twhd$rBmjtH
zdj%yt%}463X>+}u)4{2VC;*k)5%AY!;6VGRq*k~~hau@2c=ddHE5^C^h;h*sg<3$-
zNHQq*|JQ<}AZ>%l7w~DoKMrHSC~N~PdOgTIh=xGSx9<V!84-561=#DCvlP&On8XfD
zI>oS0G-fz;P9&y@wE-&#5#HZJ&`5m-hd4&$!$0?8fb5-Uyxn1H^p{qB8`Had&8lvp
zxfewG%Gi^?#|rGaFo+^xL8fozMtuPKy5YM%KoSq)O~_c-+gX0968^9}?a^eOAR~Co
zCv2`3$nRWTkU%4lDmDp91*jD00H*1Ff3uVL7eJ$F8){A_?4)|nrFv8Q{|P2)vkT%;
z%ZvvantzI-{Q8>%`U9zRLiN$kiv(wC#oxqsXDPl+p^hR$EoaOVj1KP;9O?o@XCB!D
zb)^F2gFAqSr;I)y3G`fKAoLkQQ|LS*s(kB%0$-B9;7-?Sk8<pD2-Q+Qj_^ACeK<5y
z+1f37nid}}%o-FqG80f=zh@o7a)ePhq@%R^b~mm*uZX_;Wt6QJO>_NRdTJFiVc?Nm
z{dc$H&BEyopaq|^OTUr%)ICj?3Z-r-1qjqyzIv2+{j8D~;gVJPh~D2Cf4suo8irbi
zBunp9FI()2ThR9{%dX;;!|buezGBl`3_Cc<viBO+xTcc7eQySqO7L}~83O}}0|Rf^
zhfPDut8va@q3&)G+h5lvKi>a4TDAJ@_OH{|f5Hu0+QM+5i_BH|Hz)Ev2FzMdU|8qd
zdlq)$-<l+^tm)(CDqqCR4@|aQx)N0_Tl)QJWEWUN>vQXi`vMC@Qt981_%^AVN#97A
znjGso;ddQXP)9`P?d7C2<wTulZ@63euO8_)oKZ_{HA;u0u3zj|-W6r|{Oo$wq3#BJ
ziaqz8Y|hO|S+zj3rNtLtd;NN3N$3dXuLJ6ygZhX1vIn@H8q#;(_MS&~U)k|K7QkPA
zt5DKzuHxdO17T>y9-co#okdDwzy@qe*QT$T?wYP2#2`tsf`Bu3%}sa_J}2KQD{2d2
zux06?w+WpEva8q5b0x<a1^}L_4Q&({csgIVAXnu7VQw<A?6#Gxh#&r0<g|ZKq5Wg^
z^@qgr+XjsDasX#(rca~iU+4Dt7H{1_JACZ??_URYh<T7p)u#M$8?lWy1a?Hi$nF2#
zO0%@3YEt1ZPm_y39a*M2#Q+P;cEI-J#-O^7lBNBo5acPy9#|V!?A$l__1~5uWJHnM
zrk~aeOiQGiYT9uy`#v%<LAdHU{rSxkwhUq6ht4L0)c0M5&(y~L_Fs%(h)Pf4Zie9x
zUmr4NL;x^~C<s_wtbko+tnF+pD#?u&^^k(>`^J3H=jHPR66{-$0k@1-@{>lWp3dX*
zjpL7RR%cpPXWv+;`O!Dw4Lsy7nOkr`Q=Nb-bEW7)fu1zVa?&LOX!Zt*)y-c2HZQ*E
zeNFafZ-QbUHUceZm&|1)l`)iS%SRthY|zoQrz0Twj-30x2j&GnsBBc51W7EO&15dh
zVsRs3ig}(5Ctvjhp`&%V1^6k5to*ajv)v5)?vM!%NXElf)*YfD{nw#h>8q}Md6?X6
zm&KE$TViB*pZudaHb97_%~v$0i;qa3B`VnJg02*+D+)(#aZ%{I<HfhpG9Xwi2vfm;
zW@E*xa=t`tQ2Dg*PjrO`0Xj{=dB|3k{l3fxqeqAa?(Q2ZEwJvZ?{Wa`Hx3A%bTlFp
z<O~s^QJNdfcqM>7BZm+MJYMI%vzvakASkAYZNpt5@hg;QRn{f$){P5HQL0H1v!}ow
z!wC>vtHZWq(mw;|0V)?G7^m5D(z_Xxs2>`AT=3UV22404wj+S>Bdo3v<9`kZz8ltn
ziA^U<kd6h$flrT7Xqsab%pswN72FFmL=>9rQHue58n6WzFAR?Zc2Xpaptd%^CDYRq
zY{hikPVVJ}wWwy}u*?i;B*5-WKx*{zN_zFoGBTX=e-eMn4Y3w|29xW$94d+sHq~JV
z?t$p~g8ZvYm86{W02E?y-BpV31ObadinZc0Q~e+2C{3|8c5y>YDFkOaGywtO(E$sy
zYl-hVE97+;F}Qf1fT`O1oOMumB(Pm*%?TgRIfp`kX{6-aO7*)aT6E<@9h54~0!yKP
zPmVV}f926n6xi)%MYO8;O>BNJQvHkdaD{b**N1{A+0EFADDcr0Z=+i8N@ee3<N7+E
z8x8<>;I1%$+xnes++8)yPIXZ>1pKIB2o6{Vu42wkII7ZgjyE_1=PZX<q>=o!<p0}k
zS>-v(IGWt>u_Ju_?F7Rl)cQ3oZkA8c4*c+^N1Wt}@~ut^!3Xnt@IEa^ym;<q8%73%
zSJeq+-u7oF)_T6QV~*#GnoA_5pRTW+WfUl^D3=EPBfaZrHq&us5&HNIZ#O{dgX%B6
z7jZMr(E4a7WLf;erg)cF0x#>=W#~4v+A6N~YW}omb?}4G_#q_W%UC0A;rTgS<l(=T
z7hg_i(wt8B=5{c+ofVbvgK4K0CK|r`$;Zi=v8MIFbve0vg9E;1rVSEZ4p|Ey-!L8Q
zc8u==GS44fle?pBYp-9&tv~J*`n4T&@O9(UD#NdF>0F}2u5;pky!Yn(@w&;gkaC~M
z>d3#XKhMKMK5BfbJDnPMygAfdwHGZ3JGghSef7{#X28KAw^30&$TK+5J2>Kga0LAT
z>p*X+xVzO*pj(*n@Y42=rLVi4Kl5aN$vo&)W^@Q1bPAA9zr+(#XB{m6dH-X>!N>Pg
z<Blz-dtJ}pJqrnuoBrG!gsf@rUnkZF3(rhM?mKV(TnP7jiJ{ExWz95&ZxPe{q9}9y
zX~@}s<fSy^GzBk9JDig>6^;`7LdczHKWRyyYgf++rdyjkLE<%=qB@7=uv!|7M`ZP-
zBl0Q{j=@JXgluYtX-yu#2$b_}`qX@~eZ0ZqD*O?{yEp%DAo;vgGNpaI{m)}Rp8R@`
zCEtp_m6Ci+u#TY~YuXS1>e+&q#n;sI-_M=f{mqnZrhvab#BXijLZN4teE$$!3gaBV
z+F$MQtjrl=3zRU?lw@n^TRVaf$EE!xWM~|(Ni-tc1)bs3q>Wh<#LwOiaFi@9O9u9O
zRtkEDbF6VrfL&NK&I!OV)u^k2F!|BHIiAeYu==L?A7VdAZ^0X9f!YXsPL#O~`+@7H
zX=odeNOUm<XcvJUut`!Ef?iQfE@lm7A-9~!2eT;9NY3WOvb#bU{+s-Y9RfywV=KrG
z<69{}f-Frz0toaWqq`7ID5OYD^I9N2nge2q5W5U^(GAGjftLwodDET${i;VUshJx@
z6yv~SAq;j{XN~l#2g#Rd*hT=JuP~_(;G^DvtkG0D;3j+a*ahCy&(1l35d>p^bhv<v
zx~Q=&60ox1%XI)S)D8VIGN_7o*)cAauMWS-pfVM%jkT59;eW9a&IoVB>#zY0ny$w6
zNB&#oN%8cuN0``deZ3CvA4Y2TlC-2XCDgvTS9Nv%=Hd*@%-qh(VrDWnii37ssEY0(
z*`)Ag3*6^<l(dkG+N`)pW8^mllR$R_u<U&QKs$^ZG%VX_dp=UqOD}yF-ged*9ZHDN
z*I?pK0k<W{0cIwP0|%&)s-!ne4_NXFY#9vaB;rVynEYm4DfH^B`;~}Yg%j3ES%6L!
z(;x<iRl@PkUF;%YZJK@HtoAg|5ET7YyX{PIyb1;tXzX~4M`fcBMbZ%*LtQWf(@<-y
zr<cLj=qo^Y>pY4Al0SI)4P)3xXsU$gAQGV*c*Jjp@~DjD*<b`%2>nrtC<nPo;N0+k
zlSTs%vFCcoW&n{8&J;p4mi(FilW4S^W|XAi?vtBa$>#__>oj+FwrBxZE){V=>Iu#!
zfDeQ^2k08@!7wxcnoRUCzvVN;|L&Bv9WAi_+y4ar?SYN{ZQS}+#<f0Z(FcM(>X^X-
zcaGV0v28zY>m5i~6^f66K_tPN39qr!Tq4pW45~!?KLj{d2q}j^@jR3~c_TD^<sOUd
zhn}`vakJ>}V3f#^?h+h=kqK7VrZX{;(FZKiZz)(<&KBZbZLR!+2WndgGJOS+s(nBj
z8lOGdYu!0}O7Jc~`PYd<io%YS26Fdcb$n&-H)IJwCiIo93wlW*DD2y+5+sRW&l-hY
z(nl)4Jz<I}b0gE|GD_tBXRJR3*uJH5`CfeOMs|Q1iA={lKdCf%jvX)>0Q3yqO=&Ge
zVhn)C3RY43a!3razl6<?aSld+OzH~ocv%ZXWaO%*Ch$8nsM4a-0FuBRXTGsiqp~+)
z|Lj+<o1DcXgd8de{`<QNy0`vq+z$>WROWm7K6{VRyzV%aacwO9&d2DV1i3DrH!4?F
z6x(b0-x|8#a2|?Ig|A!;;?pD<#>A5uZiI@E<1G??s~6yj_JtJ>VC_F{x>YFNEKFdA
z4Jmq3PDM{of7;Vg|3!mLo8ppVo`C7U^Yin8%(r2e81zR1Z;vd-WyoQ0KN5_ZsfAkU
zPCYiw=$7p{tL-kE=0Y(YA;|39`8t77%2%7e^gvC~nb!qGV%j;|Iu}Sw8nU%B7O>3C
zNz|&bH#1sVcAybS(O70(FYdP)pY)U?R9zMl3(v8dXXwTWXFVM1N;hjzyQCw;%fU|+
zAD33XC7VLVj9G)i$pkQvy#i=12KhLg0aj(MNbT0AGBM3*UJBuRJ20Eqi!h7Oky|39
zLm>`>&JwWK&gnE=z*$eS$$g|vh0h{UU6>!yI1q*O*sR3_U}pL^1K#l%;4o`rfE0;*
zi%9WsDK1_V7r))zeanp>>Qdk;ql&l&F`L2aWsf7`ZeG_jbPhE{i6}I%=;<|B$=<}0
z_O(rb`q8~Ceg~d;M6b%27?!RwB;N**nE;?4`VasxiGRbk6o4E{MJE^=0h?|Jo@@hj
zt$vKI!eSXa1Q;e1D4i(CYzQVa18%(NN+|~Fmv*>JJUw2B+8SjaWsCu;m;i{5ps!|1
zobwV~Y31v-JOpbP7zNZ#(pV0&u=53p*$jGJv2R^(NbBWw7?hcMp%8`Kv4t!@&+6<|
zO6wM>shQ}Z%$B)>h2QCQ4F=vi`P14u#UdI~damXEz?TQIEffBc(a?^Za3okekGDeu
zK_dtMsiqK~DaucOxNOu%(|&|i;Dv2KwU^+42G3PKG!wea&u+)L4qBR9=zN@Z>m4TD
zTI-%HOXe-Ck4%IJ#FZz8C3X>LA-x5TJ96%#ga|Sy>(c2Dre7RhJgnB(JKbJfecfx5
z%q8E7QSE-I%d#-I-2HO!k>)euNHyhc_lU#Km4!sn(}Tf-X`!{|shP@OBT=tD2i3pZ
zd+70PZ@}6>tHxo~w`Fvsa^zRz$jq0iUqOxa_g{UEtb|%7oICNB9z4S<SbxiS#7Ypj
zA!tOy+6z`fudL6)@CiS>`DuW~Bn6j{kdg>UTDh5ah%2FAq@*O!%9oTcN`1@8NTnpt
zHzj=?=BmBnVJ_sSe*aVHn}CYi+r_m(??2ot`r`Js+M5RkDatS~kbh+EYu@kp>{i2N
zb@=B}hv-MkSLD!*O!Y;xJ88et=JONA-n*U2o&RwQvR25Q$2%3KFLW9DVSn=eXud)9
z>4Th8Zuh!h3lbdn-vnX<E>a5(7lF-_KeezSf0o#0Rh5~=vPkcXYgng`H`)?q@ObuP
zmpOE5_6j^B&L~m;@Nc`OgY*WA;#N5H>ATS-5HvtUy<SV5x03gq;N@r}0O5h@<pBAf
zNnBa?Q!ApQuc?&0Y0EV$1oSMZm7XUyx3cM?S{1UGAhcOzEH{%J<OawLkq0S6cb{P=
z!>JvY4)HkE>)8qaODuICqkjbq&=4~wZA?vf`oEbZRmG_P9BpI)2(r_N1Za88i3=;i
z=8L14Aa#yHu#MNUB~WiaWS8PHxv@mQ=Xyk>{JHo07kV4bh`Ci>zTgKeYt8=JA7A{F
z+VTvC(8|%xlFyw3x&U$)CId(Q!vh3%&B9_CV?pd_PWE|@mAQMxrBrHsL%^Ifb@IER
zktAdD%q#eJ-Ah5ve_k2J>!z*0vZhAR{%ab;(zy;lhx35@Snw|&yHleL3U1T6UUR*0
zKDdR_zr$EF>&Fx80KE%PInSjtglhQ<9iN+(isQz+#P3vJ^9+e!QoV6B&{OofZ1}d@
zk+J<BFV~;O#(RMe_gwGn#WX$~V4xAlJ@uRyN6nUgnJscr6rMVz{-@2$2L6RL->fHn
zrF@i^Uw-S;e3o%_3I3+;6ZieAfTs9QqUY;GDSaj>=oZji7MtqQbIQ5y?3GX?t0F;1
z>1>{3R^DGnyOx0COs84v!VHLthW6=ZSjHf&m|d;5-K@4%DFx>KD+~9IRlT!&-z(oy
z+#zPeijDQVhz1?f91oNE&2v{FY3figB;&~yG%stEY7YibQ)Rb+Fn};)c*Z;%#A@;a
zzSfoM3(tcrGn&bR!bwy1wgn=lAoN&u)mft>gV3{Q=js5JUF!k`YcrdVLzMUCNyRc|
z0oOmDez%B1OijWk(0)Pe1R>K^9;-(>iy$?L@a05TL=O?}0V8}#SQ=!T?%;7I9}O$T
zC*2?k9J~4`TS=hBW2WPG&*CfoA)KxAW=|55Lr{zZx10-ux>OL8ES?vmS_NE@v;v#>
z)yLA7E)Un*Ip#weBGjT80kSJz6v2^?D-ie1%L7i*V<VvN+$ae!7fSnf3CJ~J0l>Z>
zJlWzu1*2q)njMCY6L{ydB(SDBrl-fX+QDw#@nn;MwmVNhiD}h9Htf*nVe|rMj7OQA
z7u+2YnO9;XgaYwcx%fUBkkz&})*xu8gzHH)>2dp-W|A&-;iU}9b~_FzL#UZ;QpVSE
zj|jQumM;cmfH%af6d(U>TfBAq*NDg(Ad@`ni$YvEb`|!{rJ4lzCdB4s6L9IHyo8I2
z-$tqt03j?C4WoBs*VA@q;#^0;l4cj_OPmeoHTwd1cX}W!30ZYMWsaFW=K%EIKkeab
z(`@@~qLIRn>Y@wkxu&zfJi%&@1)5z@w$;`qJz%%vJBsyZDUu>dmMatv=m1-&{QR@k
z7v5b!q8IK#^`GmDYwCA17)uX4v38Pt_gv;30SYl`1%ba;fLRi%7(zS=pAWM?mrXy%
z4gXP{8&KOYdvm}0X9EYm@Vry1jNKzi``D|90dDkfv)67$o=(=|)-iOKZEd)DBzBV8
zn%<H);UCVg9Lytq03|pNq7NFgEe{kwO7~_yyW_@mlP<zyn`2{~6FFs$@p<PcyIr)S
zcfAW|7uV^L&`5U0NZ-Lf6E5qWptDadlJ>JQt?x85Pdd!q|MqGhBHvv?4rZaNJ8F-O
z`Z&0eiHNP#8-T}HgN0Oun`Rl+G=~1#TB=$T1UH;do(?y2_)Ng+K0@(05H0WTb@x80
z;nFjnT-tAVW31vIOX;Ge=>PQ<@^#-0{2u$^Vc~AgXHRlh$G_zMvn>;i2c_z1wBz+1
zS_I`7=xvV%yXC2StqYjRFSNg1A5_$Tz3}tHjE{e6X%6rR+KV3v3knYQc6GhSx!AsV
zyrxt^Og+lGx;!~L-1g_pa-DY=V|si1*-wp)b@hLn8|RwQTtSZG4b@-v`Um#we>F$d
zeBL=+sx1xwJm|OHObXmQ-kExSPJJScq;Ego6cVt`?wqL1cLgQm=K1SOXk_Hy<E5_~
zqyIMk{9GM6^GmK~ed$x>m*Ab%+Ar@`!);XdgD?56qv~CE1_tyI?8Q?iGn13l;LU%p
zZmG|-j?E3!c88Q>8b6=xK07<Ox%nm3fAwd(`V1~)vwwsU>8NqMdpa`Hj63QEdf7j}
zHfg8z7)rMv=5+5DhH_F0yexm)ouWc%PtrD-LPKf$SB9S<XD(z+v>)JHt>L)Pqxplu
zmo#>3K=~$&F&KbefX_s+tj#Ta@tdA$JPF<$eRfvGX>+5wDOgAXK3Kk?L3_IEbMm&h
zbixVqx$1On_;G21k;6=A&A+IMnn1tlFmE2FzZKEBT|RbV#jg}<BBR_{#98}R*VY`j
z$bce^p9bhyxGkJt^_OJ4@a@>WW!jrBac+I|vf_v@o^72~tx~H^-mGotq$8~FP8^|r
zmS!<-K%xJGnyu%3?2G;hW|Q8u5<jqyDnvDd@obrr?7E>nP9}SHbsPX%!)ggy!FY%v
z!D6B)gGG1_*|X24=xK~80l=J!6D;31%H<!6P1ENtxtKMpF{lUC+DLur@Us8?UKkas
zvVIPZlU`^Oh)LN<#1$kCm$7ED#QvsmeN`kpiiRpN0)dT+1~5p~yJ5r~y3!TSr^<ON
zAH)QVOpN1cx=dXoRu)$g00AMp{Q0AAiOfYp`|rSn!2Cysq7VQY3_>G_XmM9}mq3+y
zg@(Ub3XRWXP?Cut9>kj9)8xUt#(Ncmd1yo_6R@)ZW_z*NMS>>q5e&dE-9PH1;1#c~
zOvLKS_#mA}=v<04(TKw;KAJxaKxVTtM`Ky_ICPX6X!Ny4{yEqx114od{bhyl<YlMD
ztw_oER+%FVIoHAW(le(Y=~-ze+{KZtF=sDTHv|&8c_mm%^}VvR*G0BcHxfay)m|J9
zM<XdV%q=YNv{YDH^7V6G%DoRAZq}ej5@4)ApKNB@XJQO2JRlGe+1J@JC_Zq;V?Z4<
z=5x+7Mnm6uwqh<y0Jc0&X>W|7EVY3bonRt|=$6Y!oO%Y_miQ;E(x3TZj~Jga>@MV6
za_fN(?`4@-0N0t6j?i)$HNQvIWS)_r>ChRb6PQoTvnj}x5B%4(VGsvZK)}>nPYN%~
z8WsT{&H!l?I_oL}*=a__MxR!%-P)$1I1~^^w(q6vZMV-GNY}P&%prceYjX+?Jzn5i
zo3V~LueUZ@eN}L=?b6oZqY!S|t4hp^UFNW7`CnDlwdEmMAUDYI6FN?i28mTYge6QU
zeErO5w^`NRAIUaq(BU1=+n$jRlV5Ug^+u@NHTTl56cT;K(3+{!EM)vyluB1m-yj8m
zb!@GKKWig4IowrXlxZ}}<aK4Lm5((gDG{OjHL(Lz0BDEz7SZ(Q_|yKi0yjHhj!lG2
zI$~VquijJY9iHVFtwGBWwiU73?#uI63cl35FRgl5V5Wz<IX>%9G5LGp-#S6Gm4WlZ
zKw2BS>)A>mha2z(P~j{1BYKl&5Cv2UR>bk~*)IP>qIeUgwN#8LG6k(nFBw7b2VQQT
z93TAEyl!E;xDxGz>0)P7b=4}(Ccus{vNb`ZQD>$~-Y@j;L}<~^Aqo|vDzh8^96VR;
zv78-wT}<D>Ite7KE4LL8<6X9K8@x_B`$b0LRee*Ez~i5hKb7gr_AIbni7ug9*r0RY
z3-*~3&<Iu0EEYX_48eR>DOHu#Oq-mgnsDV<SM7Ohus;M`rYk?MkUrW9SnVl8Bguom
zuTtTM9Sozh{GD-P9A2!m*QNy9Z2YOiLqp;y1U>z;$VhJD_lebwzX7e#7_I4Ggv6n<
z$J3{!XP;G^TPQVh^APABxRk1*Y>wI~dKKPW?IBFoz4FW6yZgcY31B3%on+==D}6OF
z%+g>UDAHr!T+?mKY7@z97rjQ(NEgWx{gH6h97aDEUBE03Bk~!AmR;{s&=>uu1k-{8
z$Vif~>JDOVlXswa`@n6RxEdN-fQyx^F`}bNOQc-c!k0Tgt=lBtu6SwM9Mzf*f8s~B
z(Q0kkW)g{v6CXEbxD1nk7fk?zhqQ!<f<zsqYg&?$BDQa=rIia^j>#~$VhP80Cc~@O
zoLiie`je8YJ34R8b7BA30gi{hp|iseETsfwmkPxc2I$(AE1iWA=gU)#hyNA2D=DGG
zYnWELHF)!>z+2KVd5j&$cZH+{_Rvl7{ocUi4r9Am*5*RzlJuhk4c7H55CY1;JPLB&
zCm>)JS+xL&M$HW&q+S`+N+2{#9Y|J3N`Gwu#oRdmmVuu8uN|;7JVhcN=;-o{dR2d5
z&|zk9-+@W-ErMMxJwdaGioTN6WRo*(>`na5G{)$5Ck1_@+~kKrS1U|JuoBfeUg3Pz
z*229EIMUo999_lCG3^939U~6De->BWVTt1_mh*35zEn^fUFJpj_NDNg+wPDHR6H<?
zfziux8Rudob#iG0kLG<23jMPlfGYD}XF-AkZZTGT0XeySTYeV0HB#2@vI;p-9Kc`3
zK)z?rG6oi*_y|J1%~8gd`7zNPdVIgM<pG`-gsg2-HT~EJ*>i+WKd;b-0Z_|Nb-Hzm
z2-hpobE@pE>mZfXWQ)$XH@bQ%?%pc{d?pWar;CS6@1|P!ahi7gd`y4c+wV48)OTw&
zwff_ek7=CXEj}r}jmIjh=QmaCH&v`>{N6W}!dTB)DNHj_+9yB%%&R|t(a%O(9`&#7
zX!HyD&J88pEEWD^kOOuz6AEd>D$sysuW;Kw-h{a&bg)VmLY<oziL(=wxU&abl=DbK
zjQ!%x5^mNCF8`=m&Qrj~>2HpUmW0w%;Ul4jCJdM+r|0poDBHY;)gnZs#0&LvFXT-%
zZt>wRVW>X7l)r0-S$`|Luf3YNnxZ9mwi%=LU^9ZY-a7q-`f+M{V6{N#(|E92-Vo?$
zXrgiCSMA75^~IsjnnU4lT0CBr-mk0;+cs^-UJbe*VEKH?`ss_OLcGuT?|}lK^a5_~
zVu!?)9z%k`t6yGdU<q{h6(Ddea#iMz$|y@Sxgb%}{W>qJe?MhS<CdkRZ<t+xLr|Em
z!(QVt*E(D2LxDk7rAsgTyaYUbn}>$gzK?1VEQ+V8kMTR+%U3R4NuO5zq#PQ>bxu@I
zbuMDcKY07F*HQt0=0;@q*YM=DAl}Epe|STd&IB!Si|iEr%$e}%_f=9KaQ`h(<+Ij>
zkf>>h(LWS8WbClYz7#H^@U{1-Faa2WzVz)GC?6bHm~1mry*ze7^)J>`VeVG0Z%(G;
zi(IRx>9*XwPR>ey1X6#e_ht+6GL}0Bwzc*PZER!nMMk^5%Hw?4IZc|&D)0OntJ=D6
zgNLOo{s2!tBfT(t6{nlQu?MpSLNWS(sdNn5Fddx?H^yH>^ua__6Xq58Ztd|yz<h*m
zFqlj~LU)MIWo#UKCq~tF7gqf&ZozZ%me@pHnd%+omPLUy0Fz&G`yq{=HY;^2x%SR(
zXeAf%deUXi*)QYGHjzi|v_UfbB>w`tR(2LAvF`TE+)X-&EAohJzJ!d3h6lhI3)oF3
z!8$j$%?7tOl_L-{1K#Q<k9tMn`sr|58cucgwZEh@DwtYCA^ZUrWWs=5OA?y-K940<
zFp4}FXw2LrA`i=>wR1W%#X2!gJpbzBVcUGoLGmUxyS&5Zz1R)8Qft{eFiQLTSHTPv
zUB{{GQB!(R>wLf|`)+Xg2HTP%jgb+^nQ*5N*4^Kpq38xF&JuUs5~Vs($oZ`81<swh
zHC~}7?^Mu}3M$NaUJ*d>0VHEXsAv^wblMgi`dtd}`Orw&(rs{eYWh9H2P<4YmeEMp
z|2DFP_#@rxRt=Zvc6RNyp|gyduc=bG1Se<JZ!NPFf;*LTc9H|2*)73=?I#F;ai$MJ
zi$?#5OfXjYMg!bC-gYdij5xa6WIdh$!8k+9$5<-Zigwz8;AcptJ{7P3{Q~#p^iB!z
zTgX39JMbRN1;ozn@Wn0$W9=)WKxww(!Y6465-uAt={RGkl9-RfrbD>e(f-Sa{8T!<
z4)bmJi6oHJboWf5Jw!(V(w2-vZ3Dw^v2E?<Wh;-|Llx#n39(p<Mc@T$vtwq^MFEOw
z7-Y)g;vwK(1yc~jFd(WLXqO9o^#-(A+fY|vh1VV$1I9rFLzdRUe~uB<qb1-ZNKm|q
zLPK>$1OXcxcL$nGKdf~3^wkmLiwJZp;5G$_VB^_1%iQ$qki$8Ds&<EP(-Cp|x`8%u
z<}jE5vI2h&4N-!CAaVA8-alOl+Y*L6lj3%$$U7au#a)3pG1{#()qRUpI!4PCG$e+T
zc%dU{>sCttcA=Xer0v;#(uddv0jHx)`=m{AB63y=m@=IgTn;q<tqRUChe2MU%(y5(
z5Sb)hg>-Z*fRO1S6#9Bcp<Uww?*Fi{*SdZ)4wjOrXp7CymBln#IJUs3g-!TU=LQqA
z#-x7^&~rA`<_-PbQ=UN^u{T3ZYi~I<zm;|9`b|gCwSB}DW`us!`En5%jg|DVpQHg-
z1~B8CM_NFD4400}fMXbV%t4F((Kl@8HDCTgKGI>2rP5Dir^gRwGJplpA1EeUa5LOQ
zo7RQxxr^$e>-2rdhA=1*3F*PVVvjJ|M}dzjih6*pzuVQnV;18okL!|+SL27**az&{
zzxp%09)!L&V=Oh3yk_uNYPsEN@JcaUz(=$<E~`%3<9FU({Kt2Mi*TEI%oJsRW>b^8
z+RjVc<6DB4({_HpqlNA+cAv~p_eZDT0BfnG`FQv1Z897_`fKx(^+66#`C$J&b92Z1
zyz%^(Q-K41vX|?v^Pf0;oA5rbes*J(_m`jJcvH~P{Q7y*Cn|mp<6{%9pK7#ECvJs=
z01Moyu$ual-TnUMkORl4`zL#+pZ$a<Ba{D}s{3uMe`$_f=$zj3z>0pnhZ%3&Ca;>z
z`1)x^H&1`Utt&PvO*S8s2L{?dD^7jhUzy(9Y;L3;Qss6Rsi~#K&jy7jBdE^iL-pbE
z$myuPm4Q{DGYpH^>|gMk)@r70^qwA=Bbxx{?845KmyS^f^5ri8U+vCJOZZ-Q+6?W;
zY5H`+Pm8*D@RGU%Z#kN2q4nda`%ctf<v_nW0;lb_6LF_xs{DVvs`Y0Wy3o*_WAmAo
z<AqflT*RJLhwuw#CSGS@VU2=x7F*59FDD!O>-FK`v6}WXk#Wu}AUM#JeyKX$-QMR~
z;e62f>cjc8dO6JRPrHlrqYJ4Yx;IjZ=QmE0&xg#>6jajkch8O(8Zv?}G~Rb{4G-Pr
zWXO1Eneo>Sf98@#CEcZHf9zw(_c>Fg@a*1q4`V!w#X1}-lr3FaW3Od9AnY7(OcA%)
zOq)!;shJqh(Ljsu^%s$15J1iVd+b{`aM?^1IK!8b?l4Grjyi*aoJbmw_N@lz0aJ8^
z|9lz`<OAa=EdR+8P%@fh^xxTihSlOO^or)$+F8dSdnm0Y0DajwKNf3yuP6Kuw;r46
zl6d6<)&dT(f82CTrm##~7@xMYKPy)p=u*1V1FK4a15Ky_v?Y@3oFGn9l(^v}82lKT
z(!#NvPIu#L#~h<P1k9~>(?FTm65$^^%Y!H@vRXM~+^*Cz5pPHCz*M}|eEhvpuP*(i
z$A!RL+%W=DlyLb!X-4A&=GlL1mwrGLhb8N}T(C>%IV9%j=s7DCa{c{+0y3bmtPGw0
zp<D3W`nU^yls1OL{&B&wrr9DErrTkaTMgWOt}w{j5I>lMhhU2J{cAuWd@ZxeyPlg4
zERka_DM}feaPW2U-G9$i`(iEjFu$XNQrr=fy(qGnS^Qe?o8kFE!*XCBlO>{H0scRZ
z&OM&#|BvEqV{_fe{kFMNZc%dIhD6F;sN`BCB9v=pHq8B+kUO~-B81%UghEK=F1h7W
zOxE`Me1CuO508y~-tX7toaf<D0nJ_rQd4ow|1jb;Douj|8bMIkDjo^=a78FW<fQ_T
zxn2=Wu4`X$4?Z}9LSf0Di6bH=vIW4{yUB<GeySN??I^*Sc_x%RD;L)Z5VC*GD97qW
zh#djjPnKS{C8)D#=0F6UpwCxB6yQki3Ia!X^Os}ZQvY%0b!+_g4d&K!&FX`&d|9*!
zXInLwx|z&0Q%4?fd(oHb4&guSTzFmpvy*l*L9FoaaR#CQDcvgg|9+hBFyFI!w)uvP
z%3g>R#&L~pc}TS`AlPPJ-rfJVs-4HHY!N|V6N~8zFepK7-~gMRItA1E=mIUd>p^19
zlf?jN+s+5H(kQs~N`8MK;8p%liu{CI<8J*$%p!la)=`AKEDPZf*z*o5U&<6^*CoM-
z9}*ozgmM-)G)9I)sw$ydCIzKQo9ZSQI&M1Y&J21+hKE*5(NRswV4bT^5Cx~OJwXOa
z_)R8tv}eR`ak5i#7u?q3g)M+y0D<UvNhZ3&gRqDcxa(<nxAvCADJbevt)w@Lw!D|0
z{`EoPv&&TM!GBRh8f0jRqvMMYuj<_dr8nu>@`Ng1@0_dIRH)jJlfOcZ%)xEEDwld@
z^JlS|xwf{AlT8;@2^i1M!vR5qF#w4x<6=$3Y!?IjSp4MiyLJBUdMJM5rWgxAPc<}7
zhLZ+BC*g4rF{BJdm$I=~2)Ig&R*?$%Xxtj*WJD=~@3$GE(|EBKuPdqU;sYtFyMOT8
zuHe~h&tXZ_;h(bT@jSr?4_`1IO?*}di_(^FZ|VQbDjfbYMoF!=Yus#J1-&0C6s3x4
zTjg>JWfZUyhV($0Q0qV~sif$_*x?~4#99WUrhopYJ5$nAsYnp~?cNg@%nVBQ+s4zw
z+t1<_luFHT3lnr5N;1jor-sZg>l8bZ>FyAh{Z6t1n)1C1@@sTcYid9T`*_ft#s0IT
zWt-a$g&Yu}2z4!h%%1-VP`Iw@!J_&|p|C`=DE+9Y`_^Z3&)%*{ym0?<%-@YEK9^G2
zF`;}%<EvvPMjx&ljTm1aH#PcTY%*kW&9_%_c2Dl}`CiwJ;>n_Ly>MoXA@RKUmrN(e
zPlA(w&Tp80)EBMd0uwU1@3J~e8RCa!NMDn6Q%Yllv?C&A`@52xfvw6e4PdugX2^aP
z5`_K*KBN-BK@fqm@06%#;l5pjD2mBp(V3##E|luAFgD(UD}TfgUuyK+OuOHg<DUK2
zsnIIymGzBV7kja=sstHW)yuEWvMMi(>y_hFl$j?N8B*Mnl2l$eD-Xgz1oN{lfuuVx
z<1J(#S315rYj~#Atg0DUqat80qnzL=h5$M)76#``Rb0*D9S%3Ui-A2SVth0r=Jf&I
z6W296KG9gE2qXz-#s~$DAR;C(3k@?sOu;Xa|4{(TZs3sO;1$mEoCg$^?^IogE>+hz
z2iUoHqRA}hg;>LY8k2i_tBOm44_hk-XkZ38V2Wh?wE)SWL8#6a8wH$tW5bXofeBP!
zVgj>VQG?X!O(be)sao8fDtB&hiYixnFDiHTj&QCBx7#H=*r3Js=v~n#{ANpqO2UYj
z7w;(`dc61K@6emWmk)k^5HLr0&txpT0(!%cV@k*+KvW6R9qjO_r?6Z)P_!M46bi$5
zM9JVI7xf`0x^ivL8`}3omiNGZVW@5FfuCA6eGin>1+Qv=z<`n13Q|>q>O_CSi?pNm
z>HH^chUj91!U8)$RHwf?!xzZWGb5HY8Bz`k%H%F4veWWUO79u>hs*ohy#XpKNu>iw
zlXz`D<iC6V<lViA?`E_F{P(T*_L|zcn%{D5S~Xrj2?$Lv@Sd605ko#<{2LI(*a(Fx
zz&j_)0xDiTX1=X!@8x%Yf8R6YzJW%(%^PQDi=v|BcCgHFd18Fblzz`4U=jTIrJV1T
zf|Nzv9!r|WFjqy=WWNMJUeeI{ke-v0>||7@q3j2YAY>Kgt1D!*?d%^lzAin{w-5O@
z^g8PA_oyiRWLdO;;FWA25BDsO2l+c2w>LI!_P*nmHY<oKAe-dpYT2Q0-U?{13@&IZ
zYHDDmzRr!5%ssg*{7zq|Veaszr}_sTMsz2o%hNktE)l>RVb+4EksGw|1{QtC@K7}y
z+b`)3@$Rh2@XTn2Uuq?c-~n9&KDPW%-dusN;$zbrl#}6)VlJ09NAOv`7VYPF+2rwf
zT}EcO`jTz2%Qnfp-{+CDFGp$ROY!50+w=&r5fD!iv!F!#$Q>`ga9p?~Z&YX;r=zLc
z8~0)hrB0FRDQI`{fa%(n;O18G?>|gOhfIth;CZ9e$`C;5U3jio4nwpYC=KOp_#2d}
zi~{5sJxLPBxJ7NxAsJY|F~GJx@OsneO3zVSLk^?E&yJ%PZFZ$ck&9>)(OGE6d~Y1E
zHL&#F>FsVu(>9``yWwq<4+vHP84}h<cc&@E3*8SiqhCvfCf&({AHcJo9?;HEkR_&z
z-d=+=3hjgfp1(ED(M^V=L;})#JYtohYb{biXjp~9mb=VhVmk&bhUw50haFlnfWb&f
zGsBBZIvlF(oP<}OU=DwjV2&EfF(X?36DRm%AthY$62k6KDLeTPUK<czr*f2^0%xJx
zrIxEGJunw_j}hQ;OZLM4w1s`JXH~SF;*$SqoZ&K@;WG04%vm1Gv$;R5S?s0{KMSln
zjIK_N0n6I88515r1ky}Li>7QYwOw6C`VI#R547w^?tJd%@e8xOv75y@P~krxW5uF^
zGgLG-l&7cA9njbMd+I*Cb~{lNNL}BU;IDste(nojw8ZszJr{rX>+D{hjjHSbJ6q?x
zY5r|TL)mx}`FJB2F{-GdhU6s;^?_svx$AXOlbFhNx8YCyB@c=w#s0|XNtcVQbYp^}
zFI#?=uf0VdMlwr20s934bY)o9GN+}Igcy)@_7w~WKElP7AMujF6aq}kXB*q-x(;V%
zu)}o1K*z!HI5lQG>M)w{A~i_Ia2<ZY$nc5DW`+LXg2oVyo&sjt(^JZX?!m*6Tmm;4
z9}Iz(X|=~vcdnOgeF<n%j+O<mc9tl_pw{_unPRoLBDKYM7&FMp$Mcp~*%JeEuFF|d
zpYsOZkL$S6?k_xEFtvUOn)Nzv9dGS;{JsA3TMz9Z3+oE2vlUmrb^K^?1;&S(;Uu#d
z#yGqTf<oZJcgb>s!a4zeXXbyE;C3G$+l^MhE`q?Dy+9Ypp8^@!*g}-+fhY+h!-F`#
zAH~;};d~m-=#_^(13;eiY;O@!LUqa@QFZ%?_YR2^OuB@TE{b!Bu{sq{Atv28=gHlL
z&UBx^E7-iqd65~9``n9$oj<~0bFL<R#Yi8*x$uQN{MZeGGYiS;O}HbKUY1Xx1gDT9
z`i-B9fH+r+Xy8(Ti&|doN~R#+wEeWZbG!N8y*e79LS_U)#>y{&3d0c*IGK?l!Z2Pn
zMO_ao$**aqcKJH~72_%a0d<<<DoDF4OO#d#(S(ulUoLJ)FhL^bwcsD3rq{bD_<u;H
zXB4EnEa&@-XAW_4s96SG<%rJdKiOs}ip1vBfj%u3n?G6_;N!<bpyw7!v!J5BwMZR9
zwME%H?C23rt*^3|B?cejf9n>+D;yXCbTy4JalZnCL}g%bek@{erw?ZNDcC6N>%aB$
zWqjh-dTf?z+FzCXhZw0-kvp<Aa}IVmJ|4t0+xv?jq&)^f&b5tR&5d3SQP$I{H|riY
zRNtLiP+s>CQS{XCdZ?CLcTelplM64ElW(i$*lO`PT;Tg5NfrHkW}^AZ1*IUL)WIWc
z3ZO<y&}VuF{wU&}DW*hRg~j{$JoTi<%Zej<I1~yOYU(YoBaQg^e$fV)1#~D>4H|8~
z`W#}3nb;a-!<8rYFK=HLuqlPzTw>m$7*pYAVc0iGwsq3}D!Qt+qe+1*DSn07sfUDa
zbanI1cb4l&u|bLxU`K`lXE6Q*ns6+)7;SqTX*=UqH|8gBdOzW@M5&KbzjDFQugTTp
z-Zf-GlaR?-tsG}`y5-bLrMC6AC&B+-D<1hTXg>Zs&D(^_38ju#WZ_IY{{8?ixGbDj
zE_LVQYQXXC`}Zen6l<blsLtd4`XQDd$UN<*xX|BYgL}^jWv~C_H~Ux8{PgYP85HtG
z-iJP+#2vc5w%5WPesXJi9U6ALxptbW@a=T@Fyy)7ckUKnj@6!j51vauyb}_7Jn|D7
za7U-@lIDpcb-#Ccs`!#+ns=E9)_ZU7<G&z~=);b-(=}FG()=nrmXRaCTMOs2)wlZX
zx#_QQomSfB9KmL?WbS9o+>bMU<H)i1foinnkKLoIMb$Hk(hF^&a=(w(Tt27O+%b6{
za`6v!dh)n_ygly)_1?q3x0K+ADhrALD{_C@)O$Vb#AB)HxW?&p4<3R1PCEn+hF`Rk
zKdrd7kW-}h0>$gm{!HXaK31nqVtuKVcf2D+=lTu!_~7Q!zqEm0Qql_%LCw*DaUrCp
zOv`2Y%%IHn(382#wQRg)3b#W;sofGRY#T9Glg4wUbMNM=Ut&6h5*=8fyD9(0++PB+
z4rT2yLc3B_`p0aQgZ@QYq6cyk#!yxO)$(6CB2W~4(0l1mEVYsCo4!u9=GU*j&2<cq
zbN=yV-?Z##l^O(?-+-;?v)BO+#{3Z82kS!}0@JmtL07d8JXa}n3~9VKl$a4zn&)-Q
z9{3bp%Rt15f3mk9MXPCV8OF|oUEnC>?K|ackyJ@%aA^Eo*_#TVsplurY?t@0-sRDK
zvn!n+da(LKL%cHKI*>xb40?i)dtQZ2*+}^a+k?wB5@hu6(><rp@K|JP_6?s0ds;=3
zNVW<<aPN(Bfo^%VR19ixN3@&*ba{tXr6}etC#a~EnT+mv85rTP*}S|j#7R#7szS19
z!SaRJicMCQTdcMk<TwUUmjS}Z5xA>Scq19zP$p@Ml<U#kG}Oss9|)rk_K!K%>#A-F
zJL{@LItLANR<a4I2E>CDz;Z{?i*Gl$FSAB3A|2_mY;Op&kY~&H?lJkcnlTs*sy(@B
zXQBXDY=ucxS8wCiy9eS2eE@onugfE{uqa~B)#P*bZ=-iy_>^G|KK|F$a_Kk2F<fiw
z>8ooQYd@^%@G=ckwk(^Tk$*6#oF_u8K=2cATU=!Z0$@4*6I5PJ!I{6Y1`3}dduExU
zK$Z>Is9A5c_B&U@0rXQ|cL(l~1=I!dJf2_XgrQ5UolOK5#j3AK5_y?+I#eY}mb;Ot
z`1}oRDE@NjY3;o>nG>|*BZ=Fdwo<zTRTGxA;RT9u<j*j1*l-780FGXZWFTH;KIwdk
zQ~wm<NEacNsb6#sLyr#c=#!Lzem1-Akb+_+jYUF0qPpk!hy^2kVs`E$FvyK|*AF12
zf{Sw2Fi;l-+`)6%uyzN0MR(Tct*66-Ca@Ril;{w?7+iAE_&(P)@#f@bU?JV?D<~f4
z4-~=fEx067_mX0>(I-lqZ`%bYzQHntm;^YCt4({E+uCxDhW~)v>u{`q$jVct7GHH$
zMCsRy4t+_~m0-Ug#`3U)))1SdqZT>MwED2vMTGe;5c3&6IF4OMP9XMr3|jrbgV5IE
z5BI!#(pNo!a?huZfe3{PvWMiLG|pCOJn&eG4*v?xdFb;UOE2tJbmmrLAt|Ys`0=T|
zTR8$pUS2BBH`egwFoTRe!U!j8<5hqJT%IgG1WOk?qYoZ6N%&S={wlc#j3BYQ-eLW<
zEnx$}GK&3VTDg`2XGp;k<+O-QsYS1Lq(9cb2eUKws8#KLyA<{O3=iTI4if3C0=)lm
zkKfRGGFH5{l2lb_X3+nPDQ{anHZ|}XQ?KU4nP$ObWq)!v%G@4&L@@(%WdZnw3rOM*
z&Uqc!VRVoDtLn$mPV`t0aSj+DUhwakVEXYeJg$?sZZ1$9h&21Rt80HBGB3xH#p?n=
zZ)+y})6?7uU!|awIJYssClq#^SrWmkG&<^1EfI5D%V$y7hBqEH)(HY}h_-5gVbGr&
ze4gIFptRaBmjGkI*ZhmlbxBig-rxS}y=e6JzK?Ey9HN-2*w~0%_!Q>(EeiaHt#!Ck
zRlSW(J>%fFXa4t%sZAD_w?XE0cIMfmnX}if-;R<}%`G|K-)WrRCTw9<!9y}DQ(_sb
zH%u&|W07wYE_WB?F}=yQ2xQnwIX`1063kpPrSxUAUd67DJ~IDTc&k^mY3{xd^8T}l
zvZX59{4fFRO>QO*jyjFtX%9aAz0AKp*E6pQF$nT<a3i^M3qHELtoZLU$=;M7gidj*
zuvMu4{K;UauM_Bt)#2je{W83rc(t|u(^6&k)V&&vX&5#}eIXx=5SvMRwlX&S=<a&6
zk~J}!U+PM5hPM2qhZ4_*h0|2breB8Cd2uNn?X%zc7`7gNm5#sE52$I<#BXz)3{wcI
zmeN2?=>#MwkfD5HU9_$=NeZBYW<-#La$HAz4}Cg7O;UUxx$fUSy68y;x^#RWa8W~w
z5XF_b1>!yd5xCH8rR16bwXNI&l%YO05H&8KSn++O((j#z(9v*rL~5vtAhzUILR6^s
z@CKdga>AEpE3ax%^HLONQCeYd=BhqhCRB9kgf4*8OCAhNhJ(V)GNUCEBw-K?DX?$@
z(%>R_2u;Ywk(lFj6F76gtpmoh1V_<9>%7gUqiEt~b1DND&)aKf{{sOIQ}hs?W(C>L
zl$b_Ks}t^UH0T9FxVTODg;H<0xD-r(ta{X(dP5&I$P(e*KOAsdveiB^6hkm*iP3xy
zK~I=9&-#4*lfXzz7U0h3czN-DCt9MXfUk+|(V>#G>`;33hfk9CHW@%1&$Cl9Gpa^v
zUoP*xvEtRZ)z-K3?Bc0l_P&ioZSjh;&CG|q-RQEvOQ3ycPx2ahZ=1aLl{`TqFH+Rx
zggenBSbQ3Q3*zIY!U=vW-86b0gq#x<Lj-KL<tNaJ!)=5U{LLK#P7Qr+h<BT^_e64=
z-VE~B4iv`s^eO&v*y=^uy}w_Ter``})e~yQbAq1+FaG&SohdU_NYs<&iFvZY=Ft%F
zs3E|qAt3MKrB89IEV1ulzuWnCb47G?wEZb_sKMyG3QKKM#^Ai)$Jg?-bb^-2J?(ih
z-}6qjzXh}=eborv=*NR+T8^I91stz^GyC!KTdQsE^N;o33(x-9+pr5Y`)(|*5ukgP
zVeJo)LZN>fJ?8+i*&XZY<wNWF>h>I=kYIy$(dm*&H_0uhYkCa?6Yr@q1SL5&`?cxy
z8Gc}GuFky<SC{3#mx(U<!E?`U``wf0eLHV?xm(W;hhBUp`QX9ui>=D}a16?+xXvlW
zZv}Alj%8$MZ++hJzJ>GY=@%Eg^teYBR%#@uDw<=Sqr)BnuC7|RW!c(VSz2G@;T9y>
zf9bJfx~2IX`>al2>=*m?S0=yiwL-_>hV8S9dk=krE;T=T6jue{9nN**pt_|^8P;cL
zW;foyZSeIoKQVBS{dE3j&Ub?sEFCtrHC_2~E!J_Y&h-r6zdchA;+|8#%ReV+z<T@o
zacN15e{ienJF}_}yjM*WrnbDIte`TaQ8@^B$&DX9_KYFYI<irq>V5xud421qaKXDa
zI?+uIyt(@TveS9dHEK$CR`!82{lU+ko-;Nzi4JeiKCwpNC-kETI8s6kar|1SzrNh^
zW7pcV#E9gR=sj2oQ*|erc+MdZ@Ij27!N<oZEg{V;;A#49dXE@;t<+V9FCMSGeXMV9
z_;toYoJ1?6^c<vKu*o5uUY)yN#8Hi{I{J|sM4i$*sW(%BZyp_tZ!DzX_8*P*40P<j
zq=4=7BIS8;8eL#p^;BA`;K+9v9#N?mNrp;t5o}?)s3{dn-28GTt4Ihl@eC13eU3wz
z_5M<VZ<bM&X-bGC*0W#L5xZt3-6HAwtjkCfU{-z$)42px?z4<NqPi$pG^rMxfS`aE
zp)t5{(V+MML(2;}X39BMJeZ0RTkTXk73WI9u_|Q7Ni@B;OGn2~*GH2~kvJJIHH(%b
zA6Yrn<}vT|?%~Y#(Tyj~BVT~(XO@fFb;BEYbjSbut!YS+Q<=unyTQO8C>1VZ-vUJJ
zXaE{1I&+{%{B$q}0{CN#P~(`CljsI5he{<Jp#Fb7-hjs$nv6uB5N>#PBZbJE1?=oN
zaI=s;s6AoI;If24MXDmq8`d*q#RDYx&`^WW^(6)nUcVB@PoryF>fu2E`(g?>kWn<)
zFcHx;8@J}wA~5g_+{;De!G)~BSb^0J3+z1*)3^sFLxsuEZ83EQJp%@b17NVg6vShE
z0$s{405aYoXq2K06KzkFIpQ{o3c!C6y0(}Sxiw_O9sz?YNq8>9KF6-xhfW?6l_3E>
z6htZq0GIS2)9;{xfR0|Y#HI{r#f2OVWbl|l49rG#W$gI6S-KOs;<-$^$OsSz5y^#c
ze#hHOdrHM~z@FSg;TRVYshK{G{&*KT2nD5yUQE5Ei<(GQV*1)54bfdfmZY;q;v799
zd{|lyyBx(~{CLMJu$Ccyu7&UVwu}^MKxH$?6;X74BT8kH!9UurUy%Iy!bf)FUKPj2
zB(9HKNX}PT4_Q{C8nvoT`_Ob@?vF8HC;*=TWaU!8;t1uF0u*8jVJ(=>sbtFs(+_!M
z2UVsYsT=|o`F=>LjB=Sa>~hz!oAiwZqVpm|58=;VEg}tKZyMNtaA_>vr$kNKJs6mL
zaE0v|z5QHmW1vzOnh$Qv4kNnR0;ub;6z>1V4suJ#HoQztH=31&2JHih>F&XmBFGL@
zC&?SwMFcJp7%@e|>A7h)sPrQ27!(kjqr6(H?9k;JneKO9U>~~I!?y^P=?}>!Lyv<J
zwnD4_)!Uw`Cp^Awsa90S>LFLQd|=vpEBGzLfdA)*#r5;6JCAPUR^AM__jG{wv<3M)
zshzUDc^Z;LWjt8wtHO=7{rzzWG@UP~J40zmX_2;$rw{h~-`Y6b&ZAP6r}_?)6mwo^
z;r=dV?Z@nY3@Ppjh=O{@vpb-*pR7=_1bN3DPAT09=XkyC--rI{pN_dTgZ$R6&h)M2
ze9X~@2k?)w{)d3@_marMJN3u3qr)r5ceL{|^Mf16o(DU>(`xce-{%MY{S#OA%i-Gl
z{Jh}f?fv<Rp-ZMB3MM9UCOWp6ZScZ6GPw)XCU8%rBlm@~_ESx`c1Y{qc2(rh8lJKR
zd6N!@Q1+)E{@&X^xfG|^e)nk;Syxh5IE-#*?=SZQo>8z9+^{uJleT3OhYM*UHywK;
z0{4?@7N}sZ-b)Vuq`zF#p{Sy1Bimn1QOG-OWRt|Ez@)&q0irf)3AEZHm<$itHJt64
z-coGGR5Dx>QMhgoIo#t%MGw{gkT%VK8u)j#XMgg{N*OY-_|f{upDJmwd&&McIlJI4
z@Te=hZ0tRhC7w~F$q}I4xYB|K3|1g!ei=WRND(f5GakILYQrOAMP^A4W)Mn$-heAF
zx&2%Uyu73HsIc%S-6C}LnRtQFH2;))<pYhSbv7C_y*9E*ulCc2ix0Cx7td3L{4n+A
z98an;(@vlw39nyMd}D6k<PIC}Lj?ZyTG&1}w=Msjbt*v~1py=#5T;H-GIPk{`IQT<
zd3`GbFIzfX^WbCj%xnJ{8Ov6iOdsE36}@u3KC517mL)<Kc2ATqmX23cpYUc#yqms4
zODvg$KX4XhhNJ@-8^Ez(b}>978D5n3mp={jms=E}Oe-j02L&cCLZ3vN<$+F;732KQ
zD~Z$twZ$m9;PbU7rXUs$P3R-;bEL7#azz5pmLHFZV!aH&x!uUn0>#2T@C$VKlUb7}
zVDF)HV)pj^HS@b6MhtFVK3@%zaR>zjcP#;E_uf^f61#32ev4eI{uc8hYc^Vpp(o2j
zZtCUgN`@w8!4}Y_KtMZz7L4TRl3q`H3-*0@RQK--AqFjJa;P_L>T}euIbwb$_uI4N
zP|R~6u|c$27rG(%+m=2v@FQYfXf7}M9kbG9<b)KpkOYYI_P|cfSPB6Vq+H&?5V~5d
zGKeN$Ql??Jh}~$C$R)<sp#!>`2!CSuxmuGfb#uVSmlzg}>s(GHUWA+w%VkMsWb8>P
zT^axw2Vjj5zR>U#z_|MMWmzB7&>jI6_v4%e7K`A*yFIJ2{KH)wi$g$xoHn&QZYs7q
z3&mWyZi#h}&x(XCu|a%0!&rI+XGu86Q!a=eoz|i!Y*FFh%>naINmv+ybC2#0OTGLO
z(*0kuhjF@f%3Q?i6^^g?3+Q_pfvo&t$sDk7W_`t~L1^&(Y`awlAeq?VXl2-e^AWp;
z!OdkPUs~<-nV((WX*R}E+(Zm)oxUIrf>t^~5Ro_47{CSyuZQD|nd;42FZl3gz{MF#
zM{#_62Ka0Ne~3WUmiKD2jpR5V3p!>72&jx(|FS<m!gk&VpfDSsI}kQIqh9BwnM^R(
z#|H?9Pj)j%IPY;a!hcj)j7!1QJ}?=Xv&$^h57L}|@#WIf)1L)6T6Ep~OvKKNqqNn4
zhR8#447=yEtms!$a7~7fU@|?B+j7RAJz$rAE&&E$3+-1TT4(1O${qcG>@FR#=eVY*
zFf5exT$c}2JncjyewYCh*m!NjRlS|pmD#z^E()vVJ2SgTnjvKVPF<qIW9Siie1=^p
zye_c2U4&-g5L^%fkWr1-kAH@MnIRoj>F_{UC_grynTlV6;^T5OeGvR&Kf2OL5*&3d
z0CI0Df~EK5->IUIS~!fAj4p6yd@2P1LV$+_wAnlHEfH%bCU#m}$UnnMI-Ip%sBNuy
zS>?5|l<*?y;nz>^@1MJB|4pz-$m{;R!$NI+b#VR2LZ*#vR?NHu|E>f<UPl(Kp`dv+
zjpL<JQmj#&K?%dlo1J^u#()AxmRDwwZzo2vVoPDXV)DtZcs>?2EyFN&eNDO$TZT3~
z3|cri{qaq?ukbtO<;*{(Jw0eP7MlNKa#@70t#CUtGhwy$b7=kFH0vsfNDc<<p+WT>
z?svi5@APWjUA14{Gy6){T4vxbCgvhuyj)bY!XIX6VmJW~oA{}eoV^Hj2@bo_DC|g3
z?-;bOz4sOzQvN7t>+AR6q#6;+=Vd(Fs#oq7zVCLHA5oP10A|6SRpsScyBX^%N6iU!
zFloOuzs<m&lDBhhqyaF=awQ}WCzz`CMMQL>WWy0m5^Q5J0Hv3HW%6wdzmbt$@Kg3O
zZ>|zI+mz-M1}gqQQERZn5fU+}>o<7%4Fc)DjlE+X?|ybh^hBxh%`~qZy(nJ@Vo#6$
zOM0BS1Kl~}2d}tcM0+f%6MZ32o9&J_VSIk^_#(NYu79QS8G>}%+ayC}(l#?gR{;@x
zwpjd{sJ5&E8yE3LTG8}|^(PJ(2b%*x@>mvIcIjEUuv8~-?QTyrw_sh$qu5R@89;xF
zBZ<<YGdFyc%ccL@`3mX!bIG4Mg!^!au40mzMoyr=2PYyNC1z>#Ke=^1#_%D;8pC8#
zvKt~avh8d*4@4_869*GRFw+W{SRUbl@0#@lhbTQ3KcFJ(Qa^+TfcDZC(!VU}YH;80
z!qB@q4Zk)K)xKsocgEDp$u57EulF<VyvRy*yf#z%!k?dqEa0~Oe4T#qu(5E^-a4eV
zZmqXeex+4I5vk!{R&%`6X@o*diW5|d2{i^x-mn8WKoR+7Y5?TYl~a%qijv7b4+{!O
z^5MH7I}5(*l+vrcO{oP@d>*Y<#T7d^RXU5h{`XIyL(4JeBJH%01>B!T@Xei4=gaU3
z5(oID==1zxj_XcNztt|lIgT*dY`-}vN^)KB@u)<!u<OB+)%XhDCGFpUl<Cp6oQ<G~
zdB0zQ<GC&a4<83CX!)-GE!49){ssN9ce1O^8}N%-U4K|_->Ne|9n;^Z9imXwQML66
z4}QKeLz%ez##93_J3ZHQcOIYd`Dinn2WOt}VRwA!t()t5S?LgkkarTzMY;J>g_c}s
z`eBL?8h)skZIqw)BKw*5sO;cqeHL@>z38%uttQ^*&F5lpGIuQPKU>{;_qzR_%hR3p
zw}0k8e{QO=uP=7;y5h33o00KUUjFpfO?X3fPgw#kyP0k_j+W_vvwF9@e6=HsTXVR;
z*S2j}Mq%FEN}wBUb`a@SJlXnjZD2u<V*M4gO%KwsXFi~>{Brg{@#?vc9bJ~hstKvq
zR(isqPY93r7o`Sy%_g~XWmYmOtrFT*hRN{1RyMw|dR6sO9xTge4wjewmLoYw=|ofg
zBby)OX6z0RMyQyYC%&7?fh)pFQQNLi;N1D|=0$<P*Fx@R45fKAIHN?V1pNWNZgB*j
zo`n?H7(PLKRrJPKU(FNgTrBQ%v4_&Lxv^&|Zse+XMjy4hkOkj^U(>9}K}IlgZ1e7m
zQn3l%3=VNvSVg+x)&8qaHVUnNLBgJ3byh<K#8n~2dc?A9-c=Zc$DDWLV}{Ke<_uoB
zWEa*XBSatPlZfM}H<CsBGs6S7c}olTaYn;ySi`qB@BA39dMR*WOY!|O^Smq$Vf>`x
zAo+Nw;~NbdHZwf$P`AH-DnZ2A#)OiO*BwZgio%kH%|(&rXIV&h_Xx^|4(@|n4q?|`
zuhRBtVzh#OKC162pq2uKY$W+Ga_?@#17s{Puy;;KSQA`{ro<<|<^U9TIl%lKnDbm0
z_XHT8&NOHjnw3LsNhIC?5`|N1ceTAGFkua`r~>_*#&3Ud^803n)jmNt3o?dY2UAPK
zmXX=P#*4JtBN^Z^p_#q8hkNu*2X~Piott;CGnV>_oo29(%w`c{3u@Hx!#-y3RveY|
z2^$<fT550~Jt(;s$oexc-9PD$BitZqY$F3fVog#QsUpw_LvU(WIG?_sk%tI^#991u
z3RvWwL|^!CVYztTj2vm1e|P4ttrImF(xNFTZGL4PUOrgtgXAubi@%ykngX$s(ifo-
zLW4*2)UdM^7?`t&Z8uygQA~;YhtdNi<0#{RhkP)eK#E8f64kkeg#o7&iJKfPBdmq&
zM8hs$Q8~h_!y|AL=V{4eX3>jQU^vtcgb%L)ooCERp{I(baMfHUGsL6RQ~^L0%0OzC
zh6UOifwo@XpT*O#UMK}wloHBO1y~)}0Hz_WtH3BZQZ);`m;jTd5WYG(z}Ar^T&(Lz
zE{LufLX1U^y*qg*dJV8cpaDPvCk4p`n8YEL2;+Z9M>bKWL_{~J2(yfI<pFYdOY~Xe
zr(A#+mdZ$jzP%mgPx^q2A4~U#N@%Csqqr{UW}+wbZi2r`44Q#*Q)zk`P%Vpc8UdN}
z>DOO$dgkJ>d&WQH0bs$y8n7{R)3Cq_b{%-}$_!W{_|~OP>P=;z&e3UCwn8ONRV>!(
zRv_bW2Vj9ZJIeFZdLz>6!D3&ZF#w6WZNnmuJnXxKHpit%fHa&A02kdi{mbp|pj7V(
z=0NZ_BlfGK{g#dMFYg*vhTTc>;P|sVwf;9Q9)ofbh7r*+&pWKwkvDVQPlp(~U+JQ>
zB0?9jxV+>qYzF$yB@&wqxBf}abFkQ2yeq3Ntt#3zTl-RM&89tl{prOIIT0VP!t_71
zU>-jxcyrP0yVkZhbMp%W&+9HH2`+OF20lHw!uqVI<qhz*VyKq;-z^{Ib=l@9f2B`Q
zL977l4vv=>x&;z^69<{~-`S?p2st<`4<a4M@iXFw9?41p(cywZX><Q%*ALdw6<r78
z+P<KdUhgf`-HYP6aRG<<;joCj;UBj6=bQ<Pk3CsWR)waMQ=oMkeVU~XX!JddI(v``
zBPsxzdX>tt#-9)|4ld2(FbW)ujXEKCUt1BL3GBZ(wr_hHSp8V5(MO`uQRcHU;ss7w
zr$e#pQ<{~}HE(SXf1wZie{4sBM+C0ioJTJ_T{WQ%{_d;#<!wsQ`a|is_k(ugany0|
z4t3!7?;1<fut2qa>i3<#7c&lb-fKP0T8thVAJcB}Ia)eVIrGEBG)FjJP336u_r^~B
zN)uW$;Pg}9yp6)Q_TaT$phbPS5bFQyXzE|9sr2r3J@~FpYk=G4?oP$LgHHS5TAHSV
z$<iD&pbYsvKPx9QH~V%@*unbAl#R;x_wj4Ef14*w^(qS=+EIo7eE-g8{qzO|YH^tv
ze?m96vMP@2Cl}<#LXV#uMc3Tx;0?ZX+H<P@nUeJD2QIZ??=YnBB!8j)`v)56>BZy2
z`FHspx-LsI0dXA_zng0Au>AX1HG{()ucHfU3T7r27TT$&TYU@bKf-cz{{`J!ANZlz
zjyu|(uc)YzmR>l&hZ*f5Kw<9!pZ@y3yrX&O@ICu|n2UiUoEHr}q?3*wQh{h)i%&3(
zPy7at{|+84`1G$6rh$a?OBohVfH@!g(l-7T(xoasJce^pCT4KpP3<7z6JG82hCuAf
zDzc?NV5e(ihOQF5qiL46vCy_75uv2&)tB3M$2R`;0uXrN2p@3W#((O6aWh;y`3KN;
zKWN?jyenS+5R%S9Eqr2g_hSFbcEKJfoK2E*Iz0H?m-I)d9Asu_!KSKGjPF52!4gfY
zz9aC=Gw1V?=8KU;?ZtKOIA`TdTmk=tLf2Dy4t(8^xR}x`L-*SMiRd;qK|UIG%QZIn
zs0k?!maarS&ysOUPcT|cDV>Y;;Rpo`(>Bl6zj$UEV}R09-a%zTP1A1i$iOrNIYA!>
zWB7{jzGvCq8n{{m(Iw1)je-YpwoaVr%#3H$j$>|LM7ry9S|V(<^f%I9{_c5W&AAVc
zgnhfW%#n9uQYoeB)b|UUl6@b6jUs7_Uw0}*#T4pKJ&%dl<E^>E6NT)lxT?zi{3_rS
z1-8VbnB!W13xo82gP&>EPpg+Z&5(ky4n&c7iL)Svbg;RzHmzwJ5jT57_w#@428G4$
z1xK{G1^W+ZCp?{GZqfMBAtH&D!9U*3jfJGO_am>tzxBIWxbf#euN${PlzpHv`|6vM
z5~sr-vkwg39{Bxk(bBt$KR=!Q(BHKiBsS?Xyv)T4%o{oQYQt-R5VjUZ4n769GX`B?
zd_gT8{4#*1A>b@yT<P&JRwGGCCEV<7Ry{^;3g$ICL>DM(DVGtSWhgtH_0Fn7d)G8&
zwBRDC|A8?AKet8>f<Q=!4!i1eM=JKOPR6qFa3f~}TQ?0aB%&o^w|YeP1z!uzmyjs&
z`2;C@2|K`-^{S(O=*qt%CB4U5P>>jup%&f#>)!Tdv1CP#M;Oi>%pL*2*hAsdsfvm}
zTT&3PpRwj@Q6Ia8ekZCqzkF6Tb8V(ccT7rJ!p&fC8~>&voQ>p)p@a0mBSJd^cve3N
z2qIumlGOc2b#iH}tmuhLar#^EENNG1Lt~C<jA4H&o7ofLE7685%aZOZYuCk8m<3PF
z5$^#G*Q!nWcX2PAc;o^HEglW}<N#(KIm1hHg%%!=&QJ&mz<nq9T~_V^>}&TpZ`(te
zUwWbGTmjwrvcj7Pb#!>B`y<Vu*l4B5J<q*B)puP$M{It;;EBxH@=8>#^2(k5d~;B@
zhf)1Ya>NqRf#_B|&^oj-zx_uAWFFzyn|KhLtJM6uk`YEf%r3=b|KJ6CV}nSa5i?AG
z;C1J&_DYdhhd0gcVGjLHt=j^h1)td*G%fsR-g}pj7MaiVeNXr0H0G=YDFE;GNDqS^
zi%}DeVC*$QxM6ajAL-7(lo8Sc*I$HOb~(IZ6`d^e5$^D?nx667>ePGayk04D$We;M
zai<wbk^USLB5Htx?&DYHSOOniv-VW#5HKpnW0IG^U-m-Fbz{ncuUwu!I*2_w7~XL&
z-X*xz!9JCmv33h|B2`uCiE6V`!6bQ9A`phK!y@{{;zIx5Vp26|*zlHus^Bc6mue&b
zT?OCwor2Iax>UG*83)Iw$9r-heZcoym>}X*QP;#mFXnc%ElD4UIbaxs!qoI_X5PII
z8OMYi<(0~?RU>kY+~{QaW*@)WO1f}i=?(qVz}RMs@B@K>OHI4p_PAQFp29zZMqYyZ
zPmZQ9`ls7?A8}o@+nz3M;}m}w`Eu@zKMxTI`XiC9vL)#oYD68@E*>HZ<A5%aZ{XG<
z)l>~07K0)KHz)w_T0?Rj(2M^zf@qc3M#H*Ax_i+0?ryZ5@X=7^bbdASDHq_+{Mz3C
z&rP7>n5m=_?v9|<W*ZD%<>wa@))Tm43Lwgm$w2^0_`oNO#H4{P`RUIu8&y5kAXI!_
zQDr2<<!F_gi`Vv?XQD@0>)6VzEyahwpI_j9cEM@$oX2nSQfXp@z_7<fRkw?-lGfZB
zXIVVCd7AZXjSrZOeOY3!1+`b-Hf<To%D8K~lzjV@s3Km5lrvl6nE)`9WqHc_dPmh*
ziAICr<8I1VKgr%(M*=w?Bf4aUefYy89Et_@^;7RRPQH8h9vR92f-lxI1#`&j`#jGj
zmCCv=CV5@QKlLg+6R`xI(<!j0Q~wM~uAMatCBEnW2Cw_F>3O8#>ZArN6v$nZ8^;&9
zPhP~u5wj`Z--@`s>bYU=E;}@`pZz9>KOV#9|1N4(C@Vrqs*aZk(v|S=XF8uA$ANsA
z5N9|+92lrhOkkQ+0`&jOV6h9JaELKT)bSL<1u2cCfx8upfH4>f;YwczIJuR@JWTzG
z6HEJ8j)u-GF3v-`F?tH?Es~j@lW4Q07WX!BoG@6Qtj_#1((!<9JR1HN4LN}VGrns}
zNN1bqzSnoyj9|q7)*pl~6s&I;9i?Cop7N-|JmxGF`}_(;?`mG+v!d~f8@{YVbBtb5
z<}Xs7<z!Wjzv1_LUmC&8(!J_)*}Ad5h3a#tp>~in-}>vz$KrtCq#lOlp^47=&d$RW
z{PSXPeWxH73yePu(a*kz>#UDme@SFnM~*RA!64$yKS148fOhO^d%+%y6V*p&?+CP2
z5725*i`d_Tlb3ki_b)q(5HUIso-uYpGp3r+dt6qzw1CK-X_aHkw{?q8JRd5m1osoy
zuBSJu0S$<<w>cg-l^@TU{hI7ru_O#2^EGtTCl1Ry+=^(ky+ba?roX@L?7VwSnf>50
z@cJ>bHP*en=ZXT}gYHdZ)7JK`w%d~(o%*W7-(&Wf79q!Zej%-60XrSFw8cn5w1SXU
zD0MNV9?HJt8fEEe^I*O)yM+hG6lO<x7nB&k9ZEQV1sV;NxXq`W%BB=*IP+5A&wc)2
zm(uT<FU5gq+V14LCMs)XFMzk2?4n1GESvZhkgh~CyJg-``lh6=rR`<un^%p&fRncL
z%jSoR)3-b-o2HkhYM;z}d7JwHkijy2j3rw#4bmU)`#4>bx<^KeQmry3xaBI!ON0YX
zP^KSMpL@qmwhl3o>D44(XJFY^;8N84%kayRtZR+Wtc}E|g#!QRByI`=ewwA@vi{rQ
zSFhhM9m>yJQ@OV|4wAk2%|$7g_5Q>6U0FHK(39lORXsVeEa!Tc#j7Plq?n-z_czWf
zDb-N)nK*^M?CkYkfj4iQAm%wQY_i=dYPoK3&(?|qNhQF&9nJEQkDMzvGPYm(az6D>
z&_0u`wTFH>J0SDAaib=d<req3eK=pSfJoUMoTI9^=f?m0nq?%(114@Xs@ME=(PW?N
zy1E?L^7T*@g1t@mBCXR4FH>#^zB|}vQIc`)mqnyKa0V5N5&5FYYP=*G5b-C28F{wF
zO=7qUr5XzyloimyjRk0vC(-a8z%xm%Cm)m16TH{!>=u6s<Gza8c1PPqK3mF4QgaN8
z9y)QLVoQZR2^`2&t~6|5kMdC5q!un4=Qtl7c99aUx)0|BiK@V3g&|$=e@m(p96+la
z|3qvw;y_NP7rmz`M#akm)M6A5kT6{6zWVModL=fB(>Q9;?_oKgDklvwSS6@ntFmgV
zx$#hK&5QK_em6n;Zo<H@Kw`!vAz6oza{mwb)Rxyp+1l-AyU?DZ)UNv1opb5l4litM
zpSx5juRU8?z}{;_tBiojq6v%8rtce{>QX0jjC2ibQa?V+*)<shRKD}iQ&&uf<drky
z*n%X@Jao(v_fPun2VJfR3e$VdyQde+v`5f;et)v=gz!1siM;yoiXH1CMlvgmEUE?a
zq@%H=YXg<&gg%i8&;{+ow?Q1MNU>#cQKD$nKol)+alSSJW{;sVTyY%CaPJ<cFDGQ<
z5b)>w@HY&Q6nKXly(k$<52ReK!vU4tf#NJk*8nv|(UU;H77^!L+=mz<;!&=J^7>S`
zMLCf<jN}I3$iV`@w(`FuA2nKpA=nJsD>}%7!1bcb?O+ejaqxXq3Z-KZ#lUJ2@p>dK
z*2Zu^&V&I{%Yaemou`t0{LZ3@od7-(SeJyF0qe*}Q3NR-;_3t&dV<Ia<zVeF{Je$%
zn)uCGniCT(S(k%v#40%*_(CTF1K3sA;PSLZXw?|%5U?oiOOv5}Fx`j51Gut2){c+V
z>ErhwAC)d`mBMn77XFA$S5oPM-Wx$8<C?uMnPJTVM(yebVA@O=UMs5}W*9M({*Xi$
z2Yld~wRos-qHQ@D%Ab!=)ZZooiol~%-zv**1@n0l@wLee%m5mN=se-|37ECs-Ox?;
z@^P#c*|iyAW}iz7-jg#b;2QZXjz`4SLmu9p{N~9`S!CRyn+M`E7HPmiy`>8T>0-Ht
znp)ScCRojP(-~3zame!B6_(`AeK~zPyv2S4$QRnF+mx~e{JCn@^BO=@WA=?bc+WHW
zp0(?Gm#@>CT6TWF;Bj9_<(2SAwcz<13>L%Dsm6?N!?JJ~k5oUIes!T8zC>RjT@pr&
z#f8%df}o=UL*N<Wm;R*PEJi~p*kM9%b5J@67;;CO$unaD@e+}Y_F3#p4a)FdO69kL
zGd=cEm@#WM#tKjoVV$hQqs&WtnhDQzG^eHHC9jnz#XZXajO@=}={q^Dy2O*C`F@o%
zjuIR!Sij`e+0M9EyGV@jkQ7;ad0G2!{l)6^{y@&~2+i1q#E-2=d3$4j8aaIPdA#-W
zkMQ$jk@qvm%yyrX58q<)k?4P?hgr1Hi>LW2DjnMS)S%6wfF!B!-#Y38PuEAbY)U(t
zFFZb}AIQ(ow_<|l*NWJ;llL~CMb`#2KlWQbdNmXhkaz8C$dUW<$!bs5K$4;RHIq@T
z?7*&~qtzZ8Qz^GH5k;*R!T%_8K&N}G=n$%{dAPGZ@@w7UU#-$<kJj(a=y%W2qhq0P
zq2=kgUw0xR15FZa6ekXQzK+7<YQh3lPFH|7w>|rmBlr^hpF|;h9J=HApNIRr8`?i@
zK70SldP4Ttzhs9aj1xw+C~QPRNngi%JIefnPu_7X9r9ze7Nz5nuiJ_>cYx(|AAE9h
z!BqR-(a_YTw6tH+B4K~Rt3~cCyl)EpvD>|)$<pLa2+eE_@;mzSC+nPp7L9VCLcEQd
zT^^mg;!-AUfKd()qU%=*h4S-&39-950&O84ut0F0Sm9HTz3-ii->6-h!=4eLY9CGa
zfFwm$w9v2C;OgVJ-Mo=OgXa`vi%Ec3NyzbFqJ0lvYYW>@<^0fA$VelgC=jgpJsIaa
z)bfX~CbsQBTqzVY9W$xG7h+2Y_hlWq%-{xJgkG!K(l~$ZZ4vXml0m^QQG%8p{`7xt
z{HA+McNpH%Xt5|I25PFEqQaRewVbr@$IKAj365SgR}~p*fI=Le?e!$IK$2SIEB7Q4
zjhL5^80_E)Zy^Qj@h?n)%;_9`@LKu8i~k~~A-d&Ximq&4v9l}^Zx$P(fPG7SDkWK9
zB`!1E$ys0otOz9mn9F;$3=8>2f$13o9>oiLtq22X2@%OlP&35a5&i#CLnClLW-)V1
z-K3C89m{0;gkD}QNWB;*OCez8;H;3Z&XRx>@xh1%C;$l0j$PvIE3Y>Wu|**=EqtO-
zw=!>X3>YB77F`JJjF3Bf9J(+zR5bH&hs+gW#59J-7Qnf8dR;Raa0J%i#BCUs0+vHH
zrrSJ>?9?S2@5!z(LnIw-F^;#-Dtr(9nPsAPQ}m&#l)Do>UNZw&*pcaD69{LrV{wLz
zG)E)jw*m=`2o{*-BN01{71ye@5k;?X6m7VtC)foSqjh&w*y;i}Tn?@txZuA<W<Hhw
zOq<MtkSY`g#t&U~=L29X37yt#_Vb86lsojk9XACfj^T?kJ(Ph#YRtN0YiU0TogQ;E
zY@iupr$FBkw%*mjVaoLJ5=o++qeDd!$=#)E_%c+Ze~=O146>p`B0&mAq1&`tA`a*(
zmXW#$7(JJf`z|vDe42*H7q>)g`4|oPMC#vA%EH{|FeXC^7yu8A8XK^IT!-rmgoh%W
zH!(#Za>#W$Ft$V4uJDe!#(s5M*cT>BGLLz$;)e}}frxVc)J2_DVbWz1j&8csNQjfx
zX~1UuJ$*LQj7q=iH~0r_j)=z$J_=kl?kSqv1NV6?Yw!88M_<F54YIhv3oU`AIR|a=
zNln1JONf)j2*586SY|%7kM+ZV%m0acZts6|Ck`0uj0iFjkZoJd$Y8_m`3-`fAYkV2
zs#@*^*lSB-8>+=2&RdOmVa=2kOar(LW#-2_3pVkx`usfhl%5G+5DKjvJVT*7f~PF|
z?+ViOg!>^&cieyR(LrHf3faQ0Y>{L-xumh{&_r3hSpf=Sh+)|+&}Tw$X+FV6VD6|B
z5V?kveEoU_9P>|pd(VAtx~~%Pa<S0Axq_R|35c^*Dt-I#l~4#)4bn+B+*Tm^+FEls
z<<zo{?LR5!@TTwvR1w&U7}MiX7aubLG34xYq5wlzV!!7G^9V-4;K4jcLA;~-9#3z-
zxN$BA%<~9w*U8ZV|Fz(onn3{!0qczv(vl{s7Ql3`v|uheO4mP0`ZWjsvQ%BI5^{{9
z0Jj?q%NN3r@66uUT||C<h5j-d>iFTNk6fqLlPO>c+fY^)<n1!@UFwF*R^Hp|xo;l?
zSWP|r^Zb=x;OF)E%KAq$=O$lWmz|PWRicG2)oIA+TKER4rE{6=fe+zMp7hL+2v20E
zF6;+X!htl)(x`N~T!Z13Sz}~45@4?!g%+4M08xp1ghc=(K^JEGUuX`@1)>{{aF4E$
zqKaCqBa58q>pZwi(`6A+=k@*J^6X9Bh%*S`;%WC(mzCd4F^uwe@3_|O=-n~6fz1F4
zC(UsSD@XY&#Iz4~U~1Qz-OB!@z<&wt%Tl6>q6jv9z>lu+{y|Q!t`hswYX$~$ItSRT
zp!T<{?FjV@XUjbF$o7Z9eZKnK3fSm}+Wl}@7CeG4zGfuGcr0epdDV&sGCp3i>KQ+5
zdVcj~sa<@3_ixr)r2xq3D~#wIRIjF*zU!4riWoe<k^!SsI|{(NwDW4LJJGgVL>7p9
zwB(!F8K4?*zU*VbW(VX!(6Nx-j-oFFYhBlINLyIAZ8fFKMMP5c2m|&%{5v!AIY_se
zy9fJu1Xxro<onaxtUTYT8s}#g#$A#cC^JG4r6kRZlad%gg$W6U5>!z+1r0e>DXqlF
ze&74f-Q4F<Kw5*q?8h``(FkO>XeN4)3h%rRs0HkS*d`+B%6S$@L}Kzw5HCm6S?Qpt
zS}#~>VEHB!JkIHIbPsF(waZqzNew8)u^KU3mYedoH|Agt!eR7c5#5TjNxEVR-K!Hk
z%g6|rzAfKkbhFZ2Jiy%QW&maJ>T>zT-)aYt&H!vCbh*2jQ~W|pIk~~z>xPwYqJcC8
zdBACL;6s)aJn)awN>+{H0>UNv)9T;&+o{XWG2DNbII4w9e9Ku7KiN^y;9>eyyr2Oy
zpwK-2RqgZBU#<(qScntrwWOSEe!-l}gOLzb;F9E;lQU%E?Kv!qo`Mmz1fv}~)3C`*
z;b(d&Zt5>}*Jzy-Kq%a%jtu{P7DWU^6<iQBFme?|uuQz`q|5=6cfCV5Mo}P8PJSPL
z=pwy7@K?W^;rc-E4+Ez^0H%3%WXVOPM|&c!aAiC?(G+g+1qcR{CTb^(uysO;1ByD1
zv9$dV>EPYp!W}`BSzaK*4~`T~b)t#t^LItVI)3#C=lW-SY4@vrPiT1W;tov6OlE&0
zP=*up_#U^q!NOe?XcFu0u133;o6S~~*Tn}fC@-y5pI?$*xOZXgWyy=w$v0VkgP#QJ
z+4$$8s<)@)EIn?pvoykkP{{aq3|S{WVLq8V4<#II|6LyY#A$l>UH)S9*-rS~57XSQ
zrk{CTv=;QJykxCsJ(01Q?e+GtW<hpK;--KGTx^ql4@`Y)MEgm%@X1<c@&K|ML824J
z+BLPOKJngHHT`(Q^dk>E1x`Lw_r8G>htxRhQ6OBh`2+|82avmTL2)zcU)h@J&kaV$
zd%E6g{!_tjAIoOKZlv)b^?P>p6~Q-RJ7U-eF{Y!Fy+8Wh-xND57Z**67b9-sS*4me
z`7dUVHj}sYy&k5H6`9IjD49$6`P!diCDtd|q-N9Wqy%ybn4ZghOtv0Zlo>yNx?iL3
zT`S>ny*8W_YZ621HM%a?sG-AJkP?q^q{zN>L{UHxVZhbRioGtS)P#B=ZD`oTIp%bt
zCxtBMYV~Jr*Tt4Q=o)ZvjWBdm%1JeQaCeeOW!q%`gjnnkf<PF?tsGBy<NG+_&Tjg5
z*^aw?9AYJfH?Q6$iF)U?ypaPjtjZoROcgC1#g^ZZ`@Hv~?A%PY-v2l{?|7>IKaO+n
z#m&0c-tN6fRyNu9UL-S;LiPw5*|Obh@0Da^W))?XQOdQqL{>?*l4N&rxxe%M{o#-M
z;PLRd_niAVpU?aCdOcq!G>sRRr+(lCa$uJ$_L#m^71*h0uJNTr09tEBKN)*LwGH~B
zaDLg#7kBj+E9@zM*hq%X)=6Tk=orgkl>MMX$bK9>da0&V>)+}uslMQG(3kA**9#lh
zbS?IlWlc~4e_yot^!1^?i2glbLzk`>k;-4r(#|JLW+a7*0{;t&e)Hw;VQrMH#>aD2
zaWizKFju!%wZ+I)R&8_@7?JI+4rV&W>kj-CrCo@Y80A8psg*XCo9V#MwKaeSnTCHi
zRH&1j2{~~I4LB&1598q+wV<As32O*;mo$pjK8u&vNPaY%OTRTjo%W<>UIE{6idimj
zxX}YYfSrHrf83WAG1y5#Hu?PJ_UAd9&rryU$$Y_i<<VKPN6?v=DqwgKS#<p8)$q<r
zBE4VDBjR=CSLfGAVplB5(mS;3Ti&uFr%mW{LFMVJoUI9Nq-sv0D1Vjm8y#0upyzAe
z_Jdv=1{W<I6SvzOjzgFlKKw9L$+D{zuQ2cSx#>hp(=X^5d&}z=ph#%O7g{2|j;$LW
zAu?bw*q*RPQxpB4Dl2q?*6zIlJU+{jb94d_8;h)zObh7HJM6yJDxH%67wcCCy_lG*
z&aDX<<DC}NXaI|1YL)}^l##XG@ULl!kTU6&AkbKCYz+pgq^a$pElJJ9)XR($L3$$H
z&Hz-X1W>5P0hNtL>VW)dok1hapvH2tR;oRJW*okgS~`(pj==DlofM<31chi4V8Dmk
zXCTV?d5_u=HK(B&hk;Pi1LkDKI6#w#MnJ=)`>%kOGcQv)NK-K}Cu9xnYPBdTTPdN1
zej7>vfnD<@0H4^9eOp3|GSHqYvLp)5#0gk|@yj^Y-_$L>CL~0S9TAA{L9CIvVhZ0;
ztf#CYH+26Ksek2Tkl~5dOg&spM%QIe;A;p7$YJ=ZOcx0Nhlq@fNhLUNFF`8I2(^?+
zY$tJ8K`7G$rhs51UE&Y6c@4rMwlM-jq^f^r3z{$Jz8`I?8871I)$LI}aaTNPMcSfQ
zZIFU`=jvej3Y~f%HIqDsUIC<oG%3X=IxH2w%Nbk{(4{VZiKDruvxQR7${vebQe*x{
z(7%~&@g(MMx9PTE$Kcl(^}v*rA({<@Pp69Z5`q(Nu_*$AV*S_}skD6yZ!qn_0-jst
zT4)vWR6-CaxCTjC3@8w}*@Bz1vxU(m?!4?@{V%M0?=&m=)|9NpcUg-|3b0&-VzGz3
zhw_Zyc)+>wS<e&%Ed!lta_(tVNO2kNm+0>v544{tj8mqqn#te1rj*oBZBii!|HauQ
zPa6b(o#h7P<ba~LlO^gCX`qLmZkdB={I*cSgngS6Ah(+oB+PaV@6qU!Z{&<<z1$p*
zM$8lQj-u9HMm|y${R>`X%#KwC6Cs+cYvY;y+3L+JY73&ThLs^Nh0J1>=T4$L&l<w{
zsbYyH;2~iXj7XwN;ve7Se<H_!bYrdD<h!p5{locZ7H6ZWup00|)CZ<%#x7fdWzLi!
z8pjUGG;jIWZW6EEc&98(;2)VdpY*CEtp17Fo9Tj#P=si#A&f^=tH#g;AY#{Nr{jOh
zVl*S%{oJkAo<G7?P5$<jP02ld{o(!D(tztH@}A=cLaLaosD3`x{KC6LE%e{+MPXR0
ztG8X0@4@g?Z3+70{`}fHU4~>yRBZo~6yw*C8i9ZI50Av99$M$O@AVx%ovr@6Q1J25
zzxkLmW5i8EV~y~OU_Y0wy^$AJ>Z^)J^$QAshJt_Fzq;iQw~r2fU7JYx)hhSt$A|E}
zi|Ns8%~F7A`aCl7_$;m+!Lbop{%bp<6uDs=fj(m<fPb(5^RJ&cnd;vDl;V%>EI#{n
zByqS}Xo-VsqCe(8Rv=Fm!p})Al&9Bc>b==n&yQV}TW2L!c-bSZEQo9cCFH<|I~+u{
zj?g2PI(`?I$lwc7m_5w6B=U?nbS*>phml(Nqo|cXAI`jY7Hm2K!>|;vYY)e5uWT<*
zPkTspwyF4^3?HPFpjFB9U)m3h$Db9&Zfa4?fx)nIaI5k050%g4`#**X>!i*mb~+<8
zFRN{<hSdJ+eL8UVkpJ&{-;Teb#y=FU51hTmuAr6@o~xUu^S%%G`LpjlVchANg#Ps<
zL{N~xQ?&*@cDO94F|KD!<}k2lW3eSo{VD{_tFu8Y=szDs)MIzV${0Dbn+vM~Yi4yp
zB-~4ee00uRx?((>>h7(*T*qGCoGfw-s}I46^jXIh{us_k-Zvd?vItKisa;vOlP2M;
z%`*^!5sFJRc1+V*w}vWZ{)&~!8&8MaD&+ugt|y~;zf*yhJr1yDO?FZ=4yEG;N7jdO
zWXuUitUB>tN5x&lnjHsgTC{iH?L10<Q`7jI#LqtiSU}76WSTGRbiTAY;cR9mPK{<-
zfWzvtW8VFXE^B-=D5VTK-i;Bs`h=~m31d6ue9h=Ke?XG&)9le)Zqy+`qTAHMwGk8=
zOQrpM48M2eGg$ptmJ2Hl?W*EZ3e1j`i_d%cX{5$-gjKt+K3Lr&rrv@b%HqcZ-Efl*
z(hMs;M<`BJ>*XTD%}g$+w2zTWoV{29?k|!zWTh-IxDYrL@*cCD36h2860lSy3GgRL
zo_4#i`<%k@V>ok)MN#Xwwfk4^3;W-4$yJ?po8prA>TH2=Hed&ip}qaS7uUmu&(L{?
zLoP9k*)AgTRr9i%62PK+E8A7FdF>9n#miSzZ-G(d9M8hI3sdCs!HOIHq=%Y_hTek5
z+nLH-n=rPeEmnlFrBI4Bbm)2^aS7?Rql793rST`;EMJvyd#o-L^(%glr!R5SYx-#A
zm6ZPYz7bIW*oC0xShT{^B@Q_OV%b0?MLSP$vZAON^9ha%ieCy@qN2PFjf}a@laf3Q
zTGtGb5s=ln7$$H>FVhT%mKx~iNyA~dduTqF@b!2DY)0E4<Z%ql<Hee|sqd}fkIqDZ
z*8rZu>@xeLlq;?vD!|M??6xY7oYn)@^<1F4diDyX1;)|Ml%-V51e{U!^_z5aHz_pb
zJ9R$-wt1kE_ZSE0&`+epkPWm)X2%8g5Y4)0#}rP?hK_@b%!YPQFvIEIEj<TRuSW06
zTKqEMsrkIv6Dmlj;3DU7De?=gKggSL!w!CuTEd5-E{h3*JJaIplT5BIJox$Ol33kU
ziMr-{zyBy!A$g4+24g7#m%gv#MPoaD)Fi+Y?>_Y?VtK({ag@#bn~#yU6Gx#Y!mOUR
zKkCKE!FZ2$9Oxx&o!|Vi0w!2@yshEP<K03^Ct$@O;miaIIH)mlb?>UxtpS=~I3}k@
zQsudC1=V|%fNkyjCCO(#%0FZKC`%K+L#~&yw1ND@mDZwfmkj<*d|W&u=t_dRs`0tG
zEx^`bsaPjE-YbkORM;T6I?pl{%1@@{*b58qZ($jHWFHQ)n*6cYrRhW?!{!q?H@Vmv
z;_<itYPabnCRjqDmBVia7)@Q&4{qkBtAkACRs1BdWw=wX`1wv3MS>g-im&-a0KQ_Z
z+UmF9VGU3b=v>S-e|Bm`<^akT_S#A>o%dYzAYM(O`wd1w@7MnOxrLOpAN?nMfB1U6
z8{(+`iV)4Wsi<T=J|aKRBk<e5K$QvF8<c*wd9U+mhn0K2{qdK1W$Hika_La|E;L2W
z&pG8(^Dcg;Gdh!;!Hb`DuYcFP_*?VphozNqTEQt_-5-UcZ?(U_iT^e!`Kk+zedJZl
zCdwIUQ*iZWA<L_w#6;QH1gGFS0)JjOW;>2M63X%~I+#2D%%*NSe3njUMQk6N_kd;$
zare5wu7KYi2!x1_o1@DL@A_|IQ%-Z+F9B+0$;6p&5dEKuT5A0KZiGHbi*u)giG;b<
zRbKw)vy5JWg-v(|>XwJ$%>6BfD*5Nig3ZWp&T{#D8*0XpluHS+wa<sQaK0*jlJ33&
zF-1%rQ(4Hr$CP1ihwKU=DVIZ%xxZ%u-9^E_UyXC8d@$XGZFI}}V?|N$+?DNc-~npb
zEG0PWB;QVN$r$lYLHQNM{hz?tOiy=Q;j(bg+!R1HslFByC0%iEGBvJ0z(c1>P;e?g
z|5x{eob@4s*JHzlxkGNb2os%L^pqL>RPb%d@fNoBHtR;S$5gRzb4{g@`yn-->;&F_
z@h&T=x>w6~{NyMIzz=XQJX}F^*lHrfKe`kvo~kV&w!V+wL&6!YD&LmYAv=}Ov#yHm
z{!P5|b7tkp(HAPWlNDK#IHRK{`m5X(;$t}@!p;1wEAFynae^V507#+Yf&9Y8vNEE|
zQUJpkot4RlvS(nT1){(H`&7>mvCuFKoVq<FmR2q^OEnX~G6iI650^U$(}$0{3-d}>
zhPWy2RIk!X1HLF`P*-!@fHo8ot-_TIzn!CB$&sB%=U41{K{*<8ul6!TGw5072~9jO
z2!MRoaf$nEWPg2oLR{zFi)9+6XPHBK;by71eqk(WGDGt+@2u0td26o?ROfY}g}C>#
z^P(oWMnzLG6<hwPp|@R<hnxpxsyEm<$Hol}Zb`zS<|(btR`>s0RNW;tL<eip_P<(O
zg`FB3G9ICU7jsLsQ$7B!iSo$8xKjI$Qot?1f{nfn?0aJ;*o*W#-S@iUnz2`l`Gkrd
z8={0fpneHR6-}l|Np=f=S8%gyyvry0@nY&?>@jQNVjfyu8og-DttxZv>oq#mqUM^l
z&)NM_SC^l2DP21cCL3L=LyL>I^0|M8Ec}qW)SB>E9ab9I@hB4(@$c+x=jh*eY7$@v
zuY7;D(AD$&jFEn4@kgh>_m5-1B%zw__3-cFm&kxs#hSwD<`*Amu2g&RovW(QJo>}1
ztuEa{9wc@>Urk6)<J;!{x$t9ZvAs2LDz_kB$IddOY~;xk^UMOTnfuOHxR{I_^@m1{
z6!O#BL%3Z0b!_>Eo|QPXIOoyH9lV;SO1CZ)|FO>2$nm;K*89%=TQ+xwzHT-3b1R|E
z-gJ}7s{A61*5kKcrrmkMBQAdJ&fSNv>%N-a`S7ag-G?UH;~N248R6>o)Asy7GcLUj
z?5k{YPv(h;45rWZsz%b2z-(dz%B-V3uf<H_8t!%LRr7mk>z5(Y;f2ZizU{iZ;D;qE
zK@a1HGU_h#y_6oxZG*^#sP^U~<#(kun1;2qSV~w}JU}OKrYHRT`Rx4ogDed-P_A}-
z4M5amKyHl^A&(V@o>h#@{-Qgiu0@Syxdc?XhT2mUKQ=G0OKcOkP=7S}#nb|L`7A%}
zC0syySIkm|n}Y2WdJ|}5X$-xyy=AOW$9Za$IrJe@8k!HW?@o4-xO+o87VCV0G_UOG
zHh;_t6p7hMMhsWW`3BLE<)c|a{1dRm-m8h`tUwAC{p9Bxk>Mh>PbIMklc(lc^!sPo
z*R<kgaw1<eP6`~dwv;GRr<T{jzdEpO7wXnJf7W7SWQv#j_|ELq_3N8DQn|Ri+ZZBe
zYf|%0k-6C52#>gD9_c}HhR(aYSsEPMlKD|U2&wT~50Lo9QJL5LN-=Hg2zet{xkB8J
zN8X&Cx_>bE`_hXRslR~oT#LU}^O+;??1z?yZW!)kp`*FDo$*&WaTL5P%#eXi!ux=K
zm2V&a+~a<)=GPJfbiw7{uydu{zd?b<gD>6G_ph1Bq-A9oFQUXW5+Y6WUS_+RkXuME
zT8Jo9@9AVOw$@S%Bf>o#9!bGUxq-Ev?gT2mw0WsNGYMV7oAkhdsVqC(9q=~CR+zwn
zFe?s&OT<}1*cij{B0qdmy`{&a#2Se?uLGoC`OQJd38%O~FT!V~?T4I)iic<1i9qgn
z`>MB!?Yv({Q+svOp4;`+vi-L-!&~q5-Gk0*gF;8X+4L3u`FIq!gxF@-=)QM561W|?
zE|^N+xC;@x;+#dyJOgnEdc{{=xp|I8xWk!X!#((>-E*zN9sS{eE3RRI!X+95^`DNa
z^HQXzH&07hv&~CZXY_Vs)RlV*oFxqP!Gm5mCzi={o;GPUOE+|`fFm<?Z76m@k)@q@
zu}icd&oT_snTQ9=!tp>g+Y*8`ivvQ0{CfB3`abrT862uqrbo%{rmM)*CGKjiX<+`v
zR7;_`X=yT~`wrRv#fL8^_)!F$lIsaC-}TWL0nvkKAnF{MnAwMfbTNC<lw~BNhN=J|
zYH5wGoJ!;%`Uz7#TQ*R56ul&o+6IZ$9|X+jCp1c$aE>x*SUD5dV|peKWd$}UFcH;_
zFG4s5-h$6#MMzq-Uw=|cQC?6k#HHFozF%46WK?eiQox)IA$xldK#{r=E}1}DlGGzB
z1>KJt{34un08A`O*X-bA%n*k=nT9G-+9Dtx^dvDHo_!9qNDIi5SAfBnc=Ugv9e3R>
zF5Xytz0fVaHcTHP1hAN^4j{>yR)&Nacp(}|0xrGZGP!gGm=s`7SeZ+ZWsKd+_*)Pc
zHjG59e!PIT3Uv>Rsx1)Ny8)9WBZ<jyB7nun54V^>dL&l%QsLokbT9uOaEx!I;Ou2^
z<^Iyo&nQbK0E4+DyhM-|TLm&N&OS%eR;w9&?Hv^e@FvhtJf4Vy?_<T<e3qzWrJf0K
z;VA%{Wl!iOJcc(Ov8zRww3D2|vuf4_V6lk_R|(xI!z#(*kDkr|#b4_M&+nwED<l$-
z7Y-Cq?ZA;2!yC7s7=hQ*z)OgZG_CZ03|5QK;nHh{&bDNsU~(1VF_ct!^7Bu|m5VZT
z|7XN~G~0dE>zk}|v;Zwg^WyrOupEHj5gi3DhPe~F`gVKl))0{#ViuZE(vt+U5c4gf
z0k@weS;{-cdWNP9g{Re49i(l7n?6B1pWPW@USfJ?$#8S9_FlZYQj#=E2I%w>ioSkg
z!LHfO&*_K!g1ygxDh4Fch94CXmAkN;%WjlQ4xabhbp&IDL_q%O+HIwnSUHR>J7ehW
z4p(ScqBhScy%O)N$(t~XRfgUZoz;~7)s%q;TZojSwBGiF)uNb7$CR($qKEu6J$~u6
z@J?C2W0=`7oZSnLDtRAT^KyOk-SJ2f&ELak1>CCWs6QLmSRQxY>?CHy#gPjV4tfra
zjS*4j!7F3W!|48bcXmWXoNhdM@%yQ8XB%-h<x}YmJL_j1$0uLX#6NxPI9)kDGJoVf
z{^N|<f82PXFic+Nj5Cta*jA&cAmZ3FC^Yn8XsGQ>_rb3?AbkC4v?D*_=wZ<D`NH<B
zfAfz~&H9hU5l3SS+pP!wKcq&ZIvaLZSGtYsE!`wA{;9y&&wlI^Gk2pBdBmfXE(OOP
zX$hg*+d3=78INX1#7c}x9Zm^cg`SU|-uGQLuY+iU1(qC&aWpRcnO=J%weux*ps?VR
z)q{LQRY?>%fE&f}LrrJAZ}lHb#^U#|-Q)2O*IEI@c3gO-6&-NYw|S2p?ctcUwQZ;E
zp|OX_J(cVvk|q!1Qa+6rm8ke1@BNa)A^53u_yO@<PzIJNe|Wg~Q#tb7;_s2ufH&}B
z`&Z1zoG)R`?>GBD7yrJIVWT>E-nabRoDmWCq31G&@kW>=qK~0r)s7+z`7L3Umb80<
z?<qm?NBq5zdk+LM`M&8<{#-(2-jswVcD?$R6~+iC-+})wU6eJhPZacn6W>vgOzwQM
zv}7rN$^FGc_lbg!sOtgX%tJb2MZcOh7M{?QGTmSIyfA6!tAKp1@dXwbTUt7?%Eilb
zF^BNxEIP<c=RDm7<*t?pnSvc;I!GhxkEi|Eq)I6W&!&p4+3)#B@gG~jbWbKHDs!v7
z7hRfXP|azGRgylL*pPBR;AmxQoFHfciZLr>qdMy^=T2Ia)B$Xq+OJ|@(4+E8qJJa3
zrZm9TPSHP*z32k8_;!qm5q_996+`gW??cxxL8&55P{8`dYO%M)aQ9`oqlB{9%Z3Np
zBG9KiJzKs4?5@VZqEYP<C(SBzNB^_sYt_fC@u}()@T-Y`Ks9zNh@V>Y-9RoDFheP^
z-Jrv9WjEkNdeTgY=)})f3ViE#Fi0O{7eAs(00q^4aFW|Z+k5tKm8aT*&6b<Z$835p
z*SDG}tX^qkO~FOUl%Dh3{hJd7fcxp$DB6uBGs<C-iJV#DE+Sop0`(N<?~IQ6xVnZK
z&0kpGZd7g^bz~=LrHug)pxVAo%U0gV%pO6J>(OP<0%j6UD}9M3^=X1x9cX9oHBMaD
zj=_#ezlUdNtyhqVF+eMC6!CMsVU0xik7R)|fggH8?^4nxK8vLyVQ!}rOm4&1PH?g5
z0^LH%Za49mK~hW<cqw5ed#ui=uWv#pF$sDp)}8|z-ahl$9J34K6~osKUna%S&Bg}2
z5S^3+tVZwH`%J|IIOJ+y9}a2@<V3+m7*X(83zLu3J#0YRiZT);2)Rm-2epB2jd9$@
zio$h~doT#kpk^WD0^i5mM~l>kM`m6{4pMa|{pD^q9yAzogX~f-qnn@c--1K8wQOSw
zhA9Sx6jK#lF7t!E@AjeR?8%zzeI`tdWtp(a+w|x)D|`LhNp?ahmDEbH(HP`r9309<
zZh+u@RIK>Y@4j~`ioQ0N{~t44Db`R`Hx+_qk{In|ghEmU7Z%ebj-z)e$FbRbH^pmw
zmr^>PH_^I4Q!#Hq_@DC~>&~i8(m~886t$F^Of8SE^c*uL@^We`U8muarC&x3pa1!`
zJcKh${>VV!haY?idUOA~Ln&xfXuCc^8SGai^7Vlf0bPzPxP&KodO4S2u*@Jlfg3sA
z{qx&oBxt(g>NjUE02-vZPxZ!EPE#Id8~_I6=(I=PX^kP-?=`qA(Vp?ZeQ!b`fK9`p
z;^j6O1BIyhh<y{Ur2>7%??SOydlwvw1up;tP{D=U+dDC|YuU&3n!}-GHTf1$h))9_
z<U<w^o}S7DFP18$Qij+KwGG<p_rkXp4D<v_Z(y=<SANZLAp;>n+t4?yu(z!++Oq0q
z|A2oFcVXFNaA{6@Itp-K)~Hb*gT1-_zNzAWfk3L5q;*?;yL;<x<+D4M&2L}6E`le1
zeRW@9u+_cs-IiglsaCukitBClXic7ctX;ziKtsuvzM0Fajbs+upj_*57m@T-uuN=r
z?AEyMsls}FMS2g~&o9kZ43j+p`ZMWiZ+wjt!fMpv)ML$3Vz0D!_`SA#?wR(EEkjuV
zcE_SjKoG;j@_edyYjySZ+pmYtHg}UzSH|*6^6x9GD~+BsMC@AD^~JUL6+R!{se7xu
zRhNG6S$B<(3k?(%H~2mx4NAMm)=JbbySpuE>YLKqHoxxC(Egj2_f9ItY{OD~bjGjw
ztwbwaY>blb7Qmku5dT!-a9ovdEt-Gq>{K>mk7v>@m%OIuJyV${!(XyQ6LVSNEpiNs
z5b_9(7c2sfkUCX`>s?+fO%t)^YTx>J<dz!NJ`MJVuwT<N`6_sUg82xKBI*D}-^8F(
z{;Ri{Zs3H5x!-i#IU{;4a>t>0=s7+Q-f?P^=Kv(I@-h&thYxlmfv`j!3ertA{f<|m
z6uBLD|E@t}pCN0k=oF<?Vt`g8_hm<1^dK{<wyAYND(0u-^K5x0ZLC{2i!&`qN!wap
zTuegI{VjE}HJjEwJ{Br`BC>?$tr0{S4Z!t^(}X|KJgJ8w0T*F+d3mm=tOU2lv3$<i
zZ5%^ZEjr2iNDl%T#Ag_*@vvM9vjqx1LZcH+F2Nc-ojF}hViU3j8eD9ZH?m~tlLnAP
ze5EkL?9a~zpFUqu(B(A?W&!G8zyXkobhHF*C-uFu(GN_jc%UtGxdT{GRfJLck7M!o
zWH_Hz%k}*n<yPN=`2xpt&OwmCkUcfI^jaPRwSPg^vxm~I+@tf<{^_V$&p}c70-OBY
z6>E>8@3VK!8k<`v(GEo48$La6cXm{-obodsqxrbPWvEAy(vO6tql77zu+*GN%PSH`
zfFEHLoytO{;7Dwr>J_303s#tcjb;B74e?a~D!p2g6N4Gx(cQA~moJvB?RU1N9|IYO
zK_4nWx8IFYVz^iq>H+rcP<$TGFF{_%3XWpfCz=e($l%bIVeU(ug9%r_+8QQb`i6?b
zA_jJ{LwAa|KlnHOJ5Ks&74cy<EZt^jM<Z-^Vq)?2$Mo+vzNx|<E`EON@U1woP_^({
zkfJyI>r|72_eg)ltHR^@Z{cn|Ezhk~(pw)DFH9@6{hRQa{Y<#nDLcP$7W4=G?v?+e
zkqx8iG=`7KO`0%xPV^hzW{r`Gkx_-b(Fg6hhotU0&Dx><rh7)&iQ$9(!4mu>({|e;
zSN+Y+i0&_we|rpbyN?w97Q444Haji0tF=xY4+LC2>uToAY}?y;DT4@kSzhMpQIv&D
zjRPbw!QOg&S*866-pkr33+J=C)e8OW$EK<;u1ZkDtlv?kIxzt|RlW`TjpbC_d1dp>
z@^(gK-Uv#KX||_L0*Kr?RbA`*sXNKh?=dFRINz(N&DA3?*)5pn788`HGkD!I=#8*}
zFe0_KhoQFnu(ms(wmZ9ruzKAdeqTSp@TIV#x+H(gP?fe9qX^W?FS3cT_2Vm%Qz!%^
z31=6FC%R+bTJDZ`Vii@+#qm_J?2KxAT)JI^OvB4mPSe!|#^|(@!^a|S(^nwa&qE&b
z=7mcM(kMzGGYlNlxgss%LVYZPIb$O)B|z=is9(76neG)W({!PAH}xse&|-X~mWkF=
z@h4mFoS|fbGDr5Gm}lW#ooKOd0EI(@Z8DR3_;4kTQ`EV^#1W;@#%g|i-4Zc1ZDw%C
z7aDtQa1Q(!R#JCr#=dUBM28x~DL-hf0b;IG7vKx*TRrg!CafEZxMeNKIInDdJC}C2
z+<i38sWCBG*Ydg$wTu|iEwQNd$>15;ZV2szwG%C%X?-?wY8WH&qohl-y&xR!b<4;6
zF7P3$pmnjayD+6SbSe7aLFDe+i*EfyRS+4TUhggfYMgxk{QUVM_>II>NssyF$?DE-
zY@aGw3h^l_0=8>KpdJ}a3+UAs&#~uUC)_Q*!$;UEd79x(4m(N6XvGmZ$q4|UDJu%-
zW^c&;&o|`_jYB|#m+rBRBFa5`%-;AhI)p!b!$H!bAZgV_NtXo!L%KD))V1jh0F<dn
zy<o<qy6(L#^-%5B%$)h>1*>V$k(olExg!5-Ph9os1uzlnn|>e8_U-#+fM|XJ>qW1v
znMbk$A?yDvo%WPjJI)tfzz6nJ3q&dvJV8dhHU~Jr3qzLa6^3D^@pn?9Bt0)O^RjvB
zV@|+oHVzl1DTxA`G{@p8m7Vxn;3u_<%nw2(*x{l8Dk@%mB1cnRV-f^7zYL+P-4<2c
zxqZ$63me#<=t3NlmP}Epz05@H7}|u`mrbHG0gPPmgHjP?Sy@rdTV~7{C=!n7LF0UY
zHyIaQ8jnMW(8X9IflLbqddf+lmw<SQ+`Fl<B*?NG(~Gvp>TqKeO0hfe3IM{sbXk*x
z5QzXw@d+Hdt(fLz>Bdn(4q!T&K(Z7AjUDV>dZ1<ji2E1-wnL*N5DyqTQ!!0?2E$$U
zD#uYK@Wk*}8YPZWu?IbXLy}oihzZnnDo2Xpb#kEJi-ME1YCZwoMoR|`(LnrO0H~Wm
zMw4O&J2Qz1rvI6~0m~$S5jv3rP~MuXN{i8>T#3e+a4N=^aF|v#7AQHksyRnE(`v3u
zF?FK{#esZKjR-XK*U~WC?@NHap3a&dxdF#_dH|WDmWQRBbh;KQa|_v@Vtm3H-f_RW
zsh3O@`wm|jy$hb{A;rWj|0mg8I9!KxuL~Z~F!#V1kN?9I@#0Zd|6vpXsE<k4qqAGk
z9)eC>RLxI`7hkRJHg}d^NJ}7JI#7NN0Eu#%1Rh}S98eGwlKb(KRam>J%vu?HFZ#7t
zd_%7gLoY8?$dOCMH7bu7a8Zf(FHm1K03STl@iO!VMRF`TrVtJlB}bpoRDR)?k0M3^
zhm0(WBnBi7+r=idgnxjyR~<x4Sl(5m7l3cw5&dnZ#?l77?>aZiGR}a~vI3MFz|+L<
z3;T>MQ3{k-A!8rW^jvx~w)KjQCy75#4HwRt;ZwrM7TPap?Ue1TA~2~g>>;1cdwtD>
z&HBxtz#}FCa3j<A0ZrEs$E0XZ{7RQ5QHSLN<*P7}dF9g9f7M@aa{h_PAOFbv>5{=7
z?tN%Q$DZNphQYVv1vMW}z}mJcDG7=Umfo9c{?+**^yJ?x9a)*YHM@EHhoMnNaR>Tr
zcYNf`PNOsI{MRcf{-}`q`~8(Su1Oj#cI>Z>h#Py`g+>0OE-or;YgP*R`)Bp+Z?R#x
zg2D-)kgrU=2oXkXlyq7I%QQ>NHH-Wn8!`8GaqTPsB>0A1hTrew;{LL4bQYGJ1x50E
zWx~)Bk|bj2-jzv@0)0{sDFcZB{<wrq5}wBl?P7=fqbU<`3ccbLPNU&xlo1IShI@By
zeIBwKoXcn2-;69SIlCWu!J(wqFcbq)BON+!4E)LmnBC+^_tS4zK7Gu87E1oP_daQ;
zo?k88ABN(9EiQcgcRKQo?%GG|wn+cwuW9YIvo7`45rHQu`3B}L8l9w-mCDVM2*z!P
zQ&OC(>nGzPjRR-Ta6jk6WgmM-A7Ui=g=)l=kK2@66aF9GZ*mjjpMN*c2(VK(d`Hda
zz^4)V2OhAth1W7aMszF$E=?|;bNt)sY<NUIiJ%$pS#%(m(b1%b2mSoH>CUGH+DxFc
zLGAXq-2h;$pg-GW3V_~1(-!4avysG5M$-Dj4UDWvCbvG+c7$Fr!&@0ntBNm^DDGqd
z<$VK-VQp`H-~L`~6b0ci$O5-=j=)QL^0%(D^w}?jEznU<rG`CI@?GgoT4e`94f5Z9
z9eIV7oOee2JE&85&SZbZd-1$D;^RTYY@nV0)if8K=lP#U-HLy_^M+VK&4H>{u{nbJ
z`8>&ifs9LfQIdWSve|u2_mVJg@AlW0cNlp<XEkBs_qjyGhH5O0N~w(d7nx&`u~b0L
zPtA-e_s&J@>3{U?ZnVe-%=3(bxcun9ay}Eu94LhU*J_sr|6e+~MBM}rEH*PxD|44x
z6KUam*~k{&$BQpp1_pJMw9(qOa8o8S%``On96><=CDQ=Usy5sV2&De|IS~HQG||Pr
zk=Ai`DD5>Y+PU5t_7HxIv3erJln4c;hIEs=_;ZZN0f>;QMoqjL_;;4^1X>830E6(z
z|A5k%Yd!?nH(wH9`F)-eTkM!w!)dAm+|@JD?+F*zmpQ*ZlR)Z^FtwzB(&WCSj^DlC
zACOGYEr+Id2x%2BAxv-6PMXr?M~Ms#FF}E*&|nOec5!n9!N#lx(BsqYY?JM4ANm6*
zj!WbOX$d~~1Ii985uN!wIzdx1C+l284?7{hO`f15VuRell?~%$O6|-g9ck@C0LNRb
zdw~z<7a+wXW3=~RTk_2K#5{wBO7MT1>6sHW@LP=tFa*@X-;0JHmu>-7ho0>iZ3sQD
z?)E0;KSL<@lA@zR)gopeB7ZrPIxd<pwg})d_|iOp`T;d;0}V*iM^~Sc0G<G)4OZf>
zasy*gNqBUS39k?<&H=oScVlqaFXeJP5wfjwS&Yh#qVU6fOXvj6BxKPyI`VYGUXsC|
z@3wuq;gwZ{5RmkVj?N8&FB}vQ6T~JM0SNm(C2+o+GE+2{A=|%g>Dlac_zPV1TX0Y;
zPB7Nw>D1>{pF_`4bWISP_JraqRt2ryZ{kBOfz&m`mOiS!5rct1@pDv%j8N?xn@mA?
zCG|EoVR}|4%1D?!*!?ue5H-pGjm1s3vM$k3Fi)OPDsx!f>|&-YhEaf*a^ZdGH@Es(
zFhC59aEStj;{`kurF2zDj6w~FwF|_@bk%TZt>=YCJR<Zg0}M6+0FeezJyj^DDq$Jx
zi=Vq$%Aw{XG<BU-yCFZds|!ZBPKl(%G6J{o2BrI7iW|OgEfcuBGt)Rzc^1TvBH^cU
zv=p5xT{xWyua*_1=fsA9o3>Ued=t}~2v>bTFm}3DCs!5p#}VQ<d%~w$h1Kx<rbt=V
z=)ZZm^Bs^lsd_KYIg+9%?Ax8f-F}ON%Ml_EV=41_1<1+p6}1}V^ujy2xh6h$&qd*-
zgpFgqt`;wbF{_Bc2w-4zg%0Xn#dW+|sjF+OA3YY_Vp~#_mlqe=q{7!EZMX+akKx^%
zG~|TDKj8beP_mC6(!@M;%SdX8=5+<(4<(<?B~SZSnz)c)SAX6IEDS(x_$QjsQrZuK
ztUPCoy<P<zbf10axu*qQT0b`FsFJqaQLivCFw`}eEX>a8v>&`_q`-1wFE%(RF+46h
zHuh>zs-}f?UiqNg>K4^z!dG{z=hKUx{w<b#D+rZ%3e?ZavHA4T&}xpmu<yVufRX@v
zNkAVGs6d6lg?`&yNvi`t7RJHv&-9y8qcB)j^J(@w5Q%jSPV5@{dw+@Xx^OF<hi^rz
zC$%#?#7t7bCls3ryv?x)zXMNTU-w+9ndN4S=0fer_5Y0cw19S#Nz&pwfB~k!nrN~X
z>q!HOjIkD3q6t&&f*k``*zudV=hB}|;fW7n9Z20$q>9>WxB(7+RWdHR1}H8ye$i)X
zMo8kEU!y9cLK%v-??&qy4d49iYQn2iK9reRoXVGDZ#Y@GwR)Sman_MRB^r^va_#r(
zwaboxt)Lr?%bFO7$<d`|%z^{H;=o-n^PNQsG%m;90+jLub8}l&1?9-2cqO_Gc?#m2
z@<EDDO;Gli_vUg+P?m^m8%)vuZBmpi3I^yzrAWt>Sh7|Qoi+r&bjS|COQRB#jM9^g
zqIX~G>ZE7<SL~t-SXnM$dQ9Ym-c(1RU|k{$3K1x5Hu(JLQ!i9|MhB|h-u_0Vb@YzK
zE%Rl1<%pO-qcg4V!1>iM;M@iYzp|5_u2#%l(ka~zy;v687Z&kbnZARBOGo2sPzO@*
zOsp{dGcDAQ%gxX>48=`&HzfGPcn{W%)NG8WAWI+Zf0YO9sYHOC!E~{FnV29BZ^zVG
z^G+jyER;ks!ZJ_As0H@8y4dJhL6Mres<NzV$nntH`~Zt9qWh1-;b>9TRO_c_7u$y~
zjBggVg^-9eH!`f119nLt!LE;Xlv@G^E<V0e?a}HfI*;*M#&5j-XrEvb)!<}sdoy=q
z{MA*Po>%Isnh{~|T6ur+Xms4)+*|%|r3InXzKRTR{=Eo3R}Bh!IM2Mjb*OOd>-nN-
z!j!4k)tb8D+8W847Pk5A%Z#osM(*tRW-pBUJ#D6!ve}`1+B*EZ`Sd*foyw!<I7ETF
z)>xp;RR;B|X%6u~o_}KY%iIsB0{xfSf3wp^vol9DTh#8qTOhhI@Fg0=mEX&D)T?!E
z-!DU=FYn9~(jV^4QnCtdV>4mIdfIO^b8MhUHwJw89E=R$X}?@smb#L6((rxS(#s>x
z%KO#>id`^BYEqU0ozu08eVT{hDFJsl-1eN=nDdke5M=g8@Dd7k0gkk}wr69(*MyyJ
zr#`rCc)G!PDBV{%z*?{ML(kb2j31-|Wo5hT$*@;eJ*lXCiedz3y!T%M-TK*>Lp1PZ
z6$jcj?mzJ~boI?Y@N_nOY6~=f-zpgs<?PQJqmGNxUC@@4nS{8!dO^2G(Nx1%hFp<{
z#?q?6$plALfX0^>Wg@oUWRh+>XI%hUgO8ypoZ$3q8aq)mWWo=+5Yz5ENvThM`p@PX
zO`pD)W89h{1e?XqKfs<uPcCDZc@<fXkrjBv?hg3{DaQ0h)n865@{3n_P>H#C-@OaU
zqtF881KNF5H+pwcATIE2_l2?I7sm)Q1-nTku;HG#$52DZnpV^I&^jlIWw*hFRD$8S
zuyQ%^25_3O!BhS7gJEmrO@!h?#P&Dj0?(q$-`%P?y1<SgWp}FtWNNGK&|u;f^8^`@
zMMf`9ybOQRhb7Smp+NEAx(7W1rw$c$VP$cT84x_t%mS-ps&9=<gjBJpkD`gfMnK${
znDBBU_4#VYd#B+k<sGMsvX<YTTC@38#aUIwaz-{+Vr&M0HOQW_Y#;WPmTXV=B$Es#
zCVUM~k%C>oP6!o68{w{ZUkmnl8r;~pp1T`Wqd&yV3<SUOe(R1rs^WMD^ju(&IjAL?
z3?K{Cmw(sZV5F7XzczJ4-|1#MleCvk7U~01S;4$SVib|u*eEI^GbB^^SR@LLJQcnU
zseGIlN3heh@7L`zu}1oAegbVFEfa%d7+0R&yFe-4q#$_ntrX`I6I$KCOW4Z@B`Phj
zE*!cSbb;?c1^`tcucs&<B<3=%#l#|3R=N@@ZfQVc;PU*ekV<<u65>#|ez5!aiy*n1
z!hoh(K13Q6yfg~6!1(Y;SvKHsCo#(TRhwK6`<S_y2OrG7VilRERxPD>2%Ho!Sx`*#
zRkI5$4Wv8s(pN0o2^y&%bEPL?ax*#OE|CUn2d6{j(IVm0O*mu;?Xp|hhMjICxYeib
ziyDxc6oe;2sVL#yd5o5BdGTd^ZeofB`l(f>&tHrt(u}NufH?O4VVxgir-`FflUXf|
z*TwZGmsaCg1rtYkW9<@2bX@o@EN6B&Ap<)2+N}7hxPDGznJFBCUQ->t<tK2W$tGbr
zx*Ij<Dm9=9+k@p6Xr{oRv6U9OZ*jPK!AqnVT0lyU-j`AW#T<xoU%$8>a_4a=D+cMQ
zD_kRZnH8G@8jI%A%YxD?kjt@;>rsM=Vzq_AC*CCJlc>xTHXEZC9Gs8NG)1H@W$>B(
z$3E(&ihjS!M8MV1iC+DN3wqo9{A-tAP+f>YM+Mgt33^A=0tWf+Pw_(n>{%33P<c#o
zX18XI2}HrYJH4R6W{@Wcqu@|sPl5L_IO-;MC2`a6R~-2LEK^}~JN*t7xY39sCU_+h
zFx8YzI5!mtU1EI8YFgQCqar~go99M0PDVDH(Ked|G-e4AZgczf>jxeKh9PcMZ@j22
zbx+c6Z@e3lAP2vDq&6KmzNA*&S_CGSHfJk&T#DD6f)i<qZs)$7SEjt|XMNuUv$;m6
z1jB_R(*{&6CcnE0jBAtu2=dtr@~vARY+3)!!q{Y&KLMZ=E;`q}a<k2ZA2v&;Au_`5
zuc60qnVgAt7!gto5Qo`LxzzrsA!Fe-lU^s|*9evMn2DQ*qdz~$aZVNiH$Ws^G4rH#
zw1n`Nx6B^89^;CPpGh$+qcLJskwA!bP77qfnIxp*dia{_LzwUoxai7YmwM55u|T`<
z<7X^-<G$*7yaSv$Yn%o_={(k}qQ!d89}SzyJz3}a6qHs_<VsuQn*7~WjPyJ`{!-ML
zp$GZs!lq<fJ@nrpaeH)nou?!`Y;#d6qnH%<@B(3AKyH6WLe$?SJ8`j*ulPh-gc8>e
zXzWJ6zgG|2oOvvz5kl%4$k6CK`I%x|ywI)?_OJQm%&vpDHL^bN&vs0M6tn}Rw2UJ`
z3VWpaM}TrX`l+)xig6#<`P)iFhY($SPrg;Idp~{JX=Quvz_!*?TVng+V*O~gGuxJY
zygyw};7<&v_ygp+j(~=*u=7*zdfW3q>m!}rWQY6f*8n0#N~gp};(A|7iKUy!Jz|K%
z#lXo4qNI5uujCAWbiT0g?@L}nWcUSXAdYHOeB(6GckddfYE3BR<Almi35kpQ{Bu3s
z^`ADP@{7)X?QLh+sh{k0t$P2BI6C@HQ@^ticGCA@`kUSBg^$god5)3Rhf-1D9=|pQ
zQV@&Q9h4i(Jsf|31m7g|ocYhbMuQK0j=pZM*BVRNM26$(fqV#ONr$Rpq-(%-id;j0
zQeet6-t-@8q1zi-P6$4YQ`Dj4FTqmAIv9-qVt48NwPOUy{s;bd*s;yG5C68tzdsGy
zX@BD(MdFp*xvu!H%i!$C2R}Ie`;A3GzRKmUo>^&XruyJVuxzR0vF!?qfCm@ShBueA
zH83$ffCO?%bE6wv{VvQn;E>nrcQ^+LJSmCMpa>=$Tvl__tP*?o?Tdmyap09lcfa4N
zueg_Jdm{S<^K16g`Y*4yJ_ip=MTdUykid_Y>njC_KBc)r8=A|i`tC;7557R!XjA>)
zuaKAGmBscQP%4{p$HMPg&uBge7KPT+$#5@s$qSU?pOManPOy7X1OwVmd(nu-J_Fe(
zTqQWv{qYI-1Rblc;4nuAkSBj1T!KdjQ#d<JSgFZ86PTF(z>~34q}c{q`Kr&vd9O9(
zfojIhne|<NihdJ7(Q|-lhR2{D%H^Pdz1OV=?LbPb3jV|bS?y$>7$;8BVhiNCAr<zn
zs)vkMF}?MGO?~~>JwtXlH`5=S6#wPJHjbj5TlaJKf#W(o8v0VZF$Tb11VOez4bQv8
zOgL%vwnI}Z)YH!mlIS6?GeHeCe20{Hin$4lC8rRt9D}2d<CR{A9y;d>Jnw2{UKAm6
zKxHYcj6Ibh-OI|(Y(;Be+Ov5&$MT_}lnm$9Az;TYNb0s9OfY3Q>Hne$oUEm=5S_a&
zAwhR5m8(@|Jx4|Y*P5xc8~e=fnOfP#ukBTBy=31&Xo}E27wj0|+vrKc)AR$hGhQcC
zg~dq3Af9`INvL4*`|lv9nC9!?c_nF;?q5J1SDXQu2}+r}hM2&9{GoTk@gY$H8&h+M
zJ*{H1=XY$DPr`)ZuYR#x!_;ajnITw)44RcAp|E7izW=&e?sc((nvrXcgc~Ou`~NB-
z4iw3R;C#NG3&124O+mrHiIK{8@ag8htWUw?mTHg6L79rpBnp>`p1g*&hAV0O%7Yvr
zm3Vp60Nwh7R%_fF3reB7O_l~n525OuJcz0ysjFo})tyMAr%ho4r{s;UA{0z)zI!)B
z?$SbwtUuGjs|IwJ?U^24&G8x>`PDG5DHJz`loYrp?Jr2Cu~O}Uu?BN2BbIh4_Btuz
zqDn{UE&=KT=8Ax9RE=l1ZaTq@ii|ThgC~v;>iAQHQLtkDOdjgCjx9Ph$9c7A6dL*B
zeGcb&&*7FBim*hel%Nyuc;w(O$9CV$RTG3ySY{%&QHrRH1MSZ~to5Gb^85;pqJ}sG
z^yHV3*C-rC<8`P}$IhHWXH;A_v2MML*C~YJZ^$rI{Y^N~A}9Gsfke{-8{;&g`K%bI
z=Aawyq~{`cCW5p4J0qn0w=@b4c(yWr^C-=C#;r)}g0DPKJ|E~gAFyykKG6ILS#<nt
z5DIW)h;HVb59uwC;;Ho*DTfXC7N{0ytUbuOt7$Fb+uxI)7TT>zfr8uddoJQhiMcK6
zUS$!9kL_K+HDD~Gm-P;|FX2o2I<9Ii!JE?R(y1itGfLGItwS3e<`9fmqLOfcv-a-(
zlm<8hL7Dw*qC9Cgnri!rj2n6wEJiiRkP(&vgO#v+{TSi6IWDS$Tmt#}BBIy-p*UiQ
zG!ne;sSyeF8Q#hDTwA>#wUP%u&P){N1|<{R+^-Y+7zr?VwLLuz_wJR~wZrqKrnd@R
zeedVbzZr1TGpb|>^lP%L|3pbuHg$jN{}UJt;Hx9VNYNT^k^=G)Sjh0g)I4)XW;h%v
zN2Ps-Dv6E2>FA^@ldL%KQIJ*Z8JNw)L?<aD<jPIA1Jy=}J=tQh+2|<bHl@w}W6Sth
zqM15Shfrat<#*RTdERZ*z<A_ZzC?b0pU6?c*m}sxos&34gRJLmy*Br3Z`-cd*Svn!
zq-gdn`tA)n6PjA^UXG7jPPaj!oU?zRl3LMtf#lQrZ>z8{5cf&XL%Y`Is;T8m^J;(Y
znp-_-e#>lm&{8F91&3<u-BE`pmJi=EP?kW3pInZ`<Xs)#1_7-&b!r~DTrGd@C`%}z
z^ZZ}ofO9)4?BPdnh721%+<v_*cvE;iY@c?XT-G)d4W(ZoEV)!Qy?B!hhe8=@V&fPc
zqf<m$-)5i0FjTNp(Jxactx=HS-RI0GI1p)sLhd^>sHpST^oX<VhiX1_t({tQ?wP5r
zdnIx3<Vmo;#7%>bui#0X8~RN#nC|EoN^;*FWjCs;*SHy6o}<3yJ)^4pX+%vS=Ce7$
z)rFoAG*M&ilbbYx=W+Q!fsQh+7t)D9X^pb9iJfOAy|qXVKT>3}%PiJO$`L47-Jrjx
z0kG?3Qz$kwp#XdW%tqwI6AYwbLM}WIGQ2($rhUUxpJ2^dPk?<f8AAvFRpm1Wu%AK0
zY=*R*6MB7Hj(V3&47Hgc0$-sZSlG}BN?15ah+d#q&Ne6#h$9UFZ7GyD5+Oj9Qm_9=
zuUWIkRW#7SR#Co|>Zs+CgsK%%sD(uQn{3uMw7kq^dD+tPva;pnjk@fPy6osWW`nzW
zdO><2H!oQu)vix7JQ<fXwr?w2w|D)N-&J<-{*fJ;v{PMeyof+VsL1WD43F-=rK|mG
z6MV@=mAo%@-=WUB_})jMZ4Tia2<@6B)GqNsx6tdGuWV70(GuLw+EhjaW@IdZP55rT
zPXN`VI1<Du|4wBuTPRyLc+q33RywLp<!!(N$6u2~0V_j^$A2MX<Nrx<5-eotck=#0
z4_qK?J#+-vl<P(pAb#X29R;i$-X_3qKX0DeEH+F79|TKlQ1>K!8h>^{TpQvUNdNGN
zxLXOPsSf(f_q}D6xU`Gk&Hcmo;rx}2jZslqe9H{R|FP8E&j-*@?gBN2vBmh@g8sX9
z(reyZQ2BpfT92*;GPcCG#+^P2g#BTJ{r&Tu@y`y|;%5c<FEc-AE>II+x7}-A9iND)
z70b3Z_pVF+3l?+lxbv}K3-{@smD8)EyEGlsk=}3X`?n6}!y6)M0%vB!q8Su?BHivR
z0q6NxtIY7v6W_i}&?qP#D##yB&;Fa9IX*pK=C+&L{CipM0|vb>8vYhsL7@2FznacS
z)&`vF{>_-TY#|X~WC>3}kW6N$>ReNG(h`leW$8I*%Nr;9pHSkBF8+pr4YvW7uPdfs
z?z`{8=W_0N$v@#qy&M{Iz4}we^txyA*utCn!*O9|?pT$~Pv8aq!Ck!Vq}7AJp0W?W
zdM@xfrFN}T|KuBH_-Uti6#YyH94)<DQclQpl;KRlVu3mac4`gDA0S9~^*fB&y*(ty
zl_6YZZ=tvE#@bz1B$M!1wzIU;1LP^7=`&xz3d@N!v|XrQz@lXKd851qgf{u>cReSX
zsooLR*w`q;Et*TD<;SQG^!25)zh=sny2(d`ntl4^4@~bruRmkLikS{f-P1$Uj&go3
z7*?%E3r9ZA2~6CDy`1eTbXh*th*E)4N`?-fz6YL?Hb}*X;y^nEYWVI~k+LNQ7EiO7
znK}Zs`r&McK^V$(XVcrrN^i$)JDow1`w!E_aMM}1#1fFf&G{hsh~eMBtN^^}+<21l
zcSurRo5kciFXp`{i+{PAOS%+K81z=I4Pfv61KV!v7}&OYI669#6EBi%+IIvmDnlr*
zPIy0#Ec0B&@G~C%Sv(Xy^kB1k@}0ke93%TQTs*Y)VZgR1N$W7j`*ecbzxO6Sykjpv
znem=);;>WL_j;vM3fqI{#A@4*zK`8M77dHl2=$bB)Qo(VAE)#T<{{&lnFZluWTd9#
z3<?gQp;LQ9lj_ngwP8#)sJdV*nZs%|4E!07E=6M8R22kBU~6Pm_J_wWdeMgK@-Hu7
za^vG%b7iw8x9BSy8&7vW+kcwhkPfJ7-!!}ZFRALaQ!M5UqRwl6lWu4K3xjI7Ro#yC
zz7#MW_0VSL--GE62wqS|v1djtvy!w5;-jPq;g=-g^D}00M4I<ZB=8O3cqz>mV$_$M
ztR_s?1|`54oj#7`nKKYk3e{?tYbB^2WeXcL$=H=RR_&(59?k{t!l-F8L8OKx)@8)R
z1s_C{WMz1l2@uEab(Oi{S%jhA#00li`3J@EqHirZL9wNr+Sgy~y))b3?alOo%Ep--
zss4v_gC`LZR}gtY@X;6*!vt(B4&lfK0olUuUEs5&DgbR{5h)-&19Uc=0Me`g38?kD
zVn^7L&RV7^=hpqjBUY>?VgbSfp>l2rpw!ZiOrT_A9?(3ADvj?(YiC{xSJCn7jbB1c
zxIm(RLiM|l&j8F01y4hSJ=1sW1se{LxRPiB*RkgpqSUOYV#`dW64jBHc)`jgN~8hm
zQ%#&9(Gp0ri?Z&VKB#u@mV@907LSnidvn6EgeZq6N;FePQcyAB5sBdwZ5Y50l?ChN
zdvz-|s<ai3N1Y^)6#mmgB3mMmn>5h~;A^yIN75i;;L%${_8u?pRi`l}zAVj+o*=O0
z)MLYe+dzy=5oT!Hbc$WD7(i1rQn+<Vwn0g8GyAaMcjXoKx|<GJ;n?+Tg-oDiw@zV|
zjR-s+Xvs^|B;*M|$*WsOK&Z;NnEwz6G2eOa#>q&>0daVd3%s9vtTmuIUf^jRa+qKj
z4td0c)9)HBxEim>){jSST4zc96TkY?v+OtB8tAy`WXUE!)Tu7Iz6UPODBtEP5cMt*
zeV}Z|`E2-A$tbO1o_l{95CO~H#vuDyguY(m@-9qnHX4|(TKOZA$U??3o{5nO*h|}2
zkjn{Vz_bueSz0!12EA}#=qU~1%8#qIMoabARA4I_DXEq%w6KP~%9W7xa(~&Prrap|
zef%C95Cij{Xs<r%MOzaxpFLmbZM9ceB%o_N;_d)^{A>w=GA^WT)O49fUWi=kZyU?}
zOja|l0T@e<KltEJt1rOx2NMg{V(e9JTh;@mRVv*;{g0#bfQS13<2dJV=AAvl-Py{{
zUUz3EGs*}V`5_4jndi<tGa)2fg+j<Edyh!6L$ac*?A5vZfBQck9*=rF@~C_0?(_Y;
z->>nEdZaL^m{7=Bt;W+P@yJOYCF{NSB=hXc?M?l><h!Kf^0nPpJ4?_8cuV-{aCgn~
zv$x837S5OZL!lAjY9}Y_GNii?f5Wc~MZ}48eHwcwv({b^PTc?68uM;vM6=~;C^@n8
z#2fYT<lEh`ZLt#+0IzZ<ef`d5w)1Wnd*n&lQ)YONk{r3HQy>rRgZQ|yA$!Yzxn$bH
zYYsmr{``|kp-~YAU2_gTGVu8M^U2$HSnSz(mbI=HQSaB}bVTqOFCAAQf&^*}xtO-@
z5U`P<!=BE4+HlOYCe=oBgzgO;#1!D<hCg5IdhPuE=3epbkGtUy&G7T@D`G#iu#$(L
zSNegWo2Ym=Da5-hvJf6QD7*I_?!J!AebHZx#pL$_RV3+gjs;J@bjz5nW3j}oegiWW
z$o}^WgC7gwr$<~TcR)d>ha>xyU${_h7t3p<4DjzEq@~I;C@L7cvPS&N?gb<PNV7+0
zZ~uIDKrT8Tv&uou2DX6}fPe`;EV~J%_3-iGeBRZPMgRrcP1|Eb5vmfl+Wi>%L&g8J
z4+H6Aj(d3w4~Zamo}BQvv^_>SLz|E7zt{X7YvAXKYy85<WXAO1#cUJ*Zw}w%eC_;R
zX>i`3cE|)ifae~U2SxHsD>)JY58QgbP;<%Bw3FyOH!@iHE8lRnoBO`M)8;o)=hY>W
zI0-rMj|=F>^I(Prx3P3g5sL?BV+cdz?8b!_OgI0eWVGC9aRY-`xFfS*{Aa--+mfJY
zLPl?VnECY%%8Y?Hh}Yd4q!>X_fO`v7Md`i)-p0Uw{XaRFP*KL(EwHu%@GgZshTM4i
z(nX{jdYgnXhjFu#7j+~o_W?IxHE;rCT>W(eC2*RUDB~FO5E*NrkXsBK5<D1>my`m+
zyq&LMmqqdM0J@7vMG3v_yd;hTQK2>2Z+%UHkPEv22cpW7+*|vYpWXU<19FjQS#se-
z4v<4pD&HM<3X6n6x{Q8lC!xU|&_y2e=9^2jOG{`*s%;MrtW!k{H^;=cuLp@R0y07~
z31QBBcajZLB!KjAqN`seBPcHMIeFlob_9iq>p2B!{0cYYggv{}nN~XsO6<>d|1$9A
zC3CNSLI(v1-~TK!;u_^Y*kOr?X61nE<-uX`p--2;j8w_Ls6-?72mjTfx3R9lFH@79
z^hiJ<vgrm39Qe7y>8oNNf*L_HLFWTpk*Bn*yg}u~EEKHlKNxpaZ*C;V!cWD3b3WUq
znEC5Xswcqdi;MH1*G{@|RbE9gN-J+5ZoqRu=@CnAL{ZE?fEdQ(E~#@`=9HENi?7wf
z%H)0rbaD0~5agb@EKN0xez4<1q?1dqaPKQ;`9YL84^Q;k{xzVuugygoU<XOYVIV0U
z<;cg7kH*G>5d7^A*4A#@P4}h`pmjC!TU<qFfnOi(fqTTnKY&v7{SpelJR?$#aHC5J
zVL&tvP#}^Ek@?5>Piez)?Qcd0kA?|`^F?k9c<L{~ecvoKhd+x<ouMj(Aea8RuW!H(
z;rN&=*@%wv_yZYWUhtb)0(~uV7EtTuX50?kg*x=01|W>r>kESzmf>|XIt6I{Ivpn{
zvtBgdyz*tJriFm%Akn2XHzcEPEG3N3)HS~fhzO<CfH{FFJ1A^Ga&%6YxZ?^xwSkcx
z+STU2Xo<LDlxX*%vmX|%CjfM_V5qBOKzOi|0Ge5$ai<&5%bltClbBM2yJ~#@JUkV1
z3Pc7VZJ3cvIG(QTBrndz1Dq=pg0t-JT>{X)P|V+@tF@>j*E5uVCr3aCu#qoNdOJfa
z1b8DqxGdZEe+M3DsEPzM0um)CtA=Ljn8Q!o%0ejwY@7sg%;`KA_@hlM$E6wfScNc{
zx;V&s#|GsvMGIwILTAy{8FLplXM%ka=K9X!E_29zuuxoMNlTzNZJK<bDJ!{}ZIFu%
z0dMf;=jRnHs>C4Nj(76Dy?;!T$)dg}T_4Uk<jO!u=TnT7VK!pg`VduAbx|}D{(wL9
zwobF1PIGjQj(W~4OK5aDN`pfE%@zQBhdD$G)T&%^cgtKJ&W-J7E~l2=HoOjkJk85a
zeFoq-e=ig#ni+6q2WhYi@`3VSl|%Bc=^jT*bJ$i*JT-`f4U{g9U7exneVBERwo`*}
z9X46}l__&y(v=3E0%EY4m*Fsi-J|vmr8r29glaSKuj<q;WJJz}B&dGQcE3LKMb@@f
zK5=mAhkgDFyJrPHQsQ-X3AuVAJFG92GX8$LLiKDi;Mr8{Wji6pu?Nh$4lp{v+$YEz
z74eHOzVENv>flPb#1M)whw*lDfjqzzba9Q{Yjn5RsK0`Q2!8Qs1$HWY83l+10WPki
zVb>M#nvvR>*Vcg6yuhgAf(cGg1mHJ<U8qp!8I;MyCvq&o>A_@*AD3}C945dl52MCA
z$Ft*M|4mB$oSK6CBcTR}!ytb6U%qK|`mnUf-H;~F7KgSR>4JB2>pIQdE8YfzvE7_?
zx0G+*nzG6`8(=7&p@tQgby#JaA)-~AHN@CRrh3m`cQG!Cr^+cyiS&C6$Rl!ukq&Sl
z;|^!GbYtgE;^NIAR0ps2Dazbf)|dD6YU)5P=Fn2~D(s~bkOZJ$1zs_pt@w<V!^f!s
zBbS4l1~<K=JE7|n*p)Uze1@~$J<_I!AXymBBv?)<xntR1tcs-yg@?J=hiOX+qapeT
z7s1^q3M38<bp9$rbdLRn*5kNaVa+<?;qw{0i64S`L6Hs!|9E|eGzm(%w!Zo3I%3Zu
zsI^@7o2y*m&>goMo^EodaSCfdzSOl!50M~c+uLia_w!qC193kmZ9`PU`Ca+k!o<0^
zHFv4hq7_^~J;eQRxa9ZV*_Eq_)6!M;?T4%(Pm&Pg*yXVa)?k^`3(yJ^nzuvDxV<g#
z&NV?;)*v+~p4*FrSfmAFMK^&&jfdVI^fE({9wIx!rp=g0MYqHYj1aF&vj`o49^a($
zh;x@p0Ttlpy)nE6_JWUSJm(9RS3C#rcAv%fkF!BbMR!sP{(8Btt_@mFKM`p5-`$<a
zzbKh|oX5w9Z7hv&FLO7tG;j~UpZ>0VYVOygsSq!$b^WyM?}t{w_O}Ggp7q-?J&Mi2
zeYW0&C^T)@c}5nY?^}n9&reML;M?(`^SQTu$>~TjCX}~H?Y>T>q7=scZfk4Nl+}9U
z6phzWy@z^az=&vBCVNGI(zTDgGsi{cU#Dl;J!pxe7SMlpVwJPvtXw$nd1P9|uedWH
zY*g?G1wOy1myJy2gl&Op^vq#I$0(oF40VyD&ZC+(=SzMik)J>GZF_6$-rN+h5nke@
z$A_UmSvUw4hRhrJcWRf`6&F<x#2K{Nsx}-ZeVV8nTg?y*_rseOaG4!5+sXz8xmz|N
z_<|r4$Oq%E{co{iXEK`ZJ^HkkoxxolxXYiQY{7yN1S}D<o9Ux093y_G5zbE`x+%8=
zVXsKFpU$t_RgcXAgm1qd)@LQ@dCKjhlpDhtwxH?%S_M2DLyV0-y*3%lh`<name)+;
z<zD!HULMM%F-2H|U&&W>(CjtM1Uc}r)9M{SbLeYs)4QgFpB++dmEz%$y276f{?~uP
zv!w||IJ#tATg#gp&*+<NUWxBxWUVi8?%lg{D<U?cFy!qFZ%b?~Bkx%xh$dAZw#c{e
zGNRnI;_SmOb^4<zmzCJpU2pfH_VQ~cm&;gdM0jqq{mPMNpG&_o&|(Q(n2QiW&s)kA
zo1+{_fTv6_PLGieOL%%aom4GnUnI~ye=4*~_4-VxcQ0Z{AuR%-@f%P{Pc7&{$VM6%
zB!-acp?k>LvG-avL2x@_XxjGR>!u^XlT0^d+$K_zFsiR~t+3rbhsRGNR{y3YMo#<z
zY`~V@qlCu%L<4slR$lG9dku1VOpu;A@F`_F9hp{Dm<w`ij9E|~&oKghBP#>sj)PNc
zO?!;upRwqG>)+-W7b21jJ5hzjl;k+@iEG+p!CvL30zgzDTa+Ak%;QfP82CA;i4Xzt
zH=8)hz5k2nKK+x1!{mm;l)7lM#=~5%9j%3l;5xbJoLLfjT)^xiuoS58-Vq@crJd3e
zSqN)zd*AP06z0a?SKdQF-@mZ{>hx{z;cDM7q7i;L^h|OvAb1Z_{VTyl=<Vt>^**x#
z3`WMb&(kcQra3UjPNm++&ApQiCUrW+Mp0Jv);uf+awF{wr_NI3U10K54UUPRxcUXp
z<?=Eb?z%G<G8b1*r22sp>y$D<z{V!=gS2_fWW!rLU#HArUyHaeg=%>?Ad(KPxgH}d
z?g5+zOQwCZnq?xz8vZjY<%2X~5HMRt>n_sso?=%1*%X9>)N#HPVrbUksK9GWT-8?B
zXzq3p0V_8l0=B9H@=h&gFG$rNdpZygdMXk`r!SZjk@`>nAwDGG3n3yQI`^(I0GL`B
zbrA-!npJ#cfHlz7#Z<FIcV<KBU?824_%`moE_Q81g5|i8#Vva6dK_Rw8b-Nx+q2yB
z(A6rlIFK1lW#Lwx<Rww&v4F{idWfx6>Y6Dsk{3H5HWwE#0==ORQ)NvklxAFn!$vdB
z_B~((-a!1Wo%pf#<t|hPB{nqyuy6@`QxYN%BT|9-CNwc$*DA&rzZgT%qmv<g>hnv(
z!6P{)h1Y--4UEvMKa@4Zp3kal0wd#|y8QR+taO=-%NL#a7A=r#u_Zq=N%vkw!z&)f
zoMQS`5b*T3B`M^7I#lq<GC{((f-+2?bsQ2H?#nDS4V@71BJGP(T5VsN*=wD?Q->ct
z&lkIxfU+SwH0%r(xD>CP4BtHkD0ac1(Q4)D*4N(dCKm#Z-EHVyr@}K|hoPGDW45F1
zQXE<#FrO(fG6FX;`FQ0fw7cM*!McAy|5?KE!7Hip%*C773s+Mo!4fx(&*9RO5`waQ
z&mfHU4@Flh&;T`);%$^vM-t#)6=un!IHeS&>N;~4T%dgLi;UY#-(xwUs1G5bMiJvt
z$#tBn9kW%_`Zkf-Ptl<NYW!~8cO#ds-4dIU6u!I>InO->(YmC)@{pM|Fm6P(=n<XC
zvMI$FW{iyCeGDXC8(*WfgeQlA=RAV(RBv&!<9cLZ?wjO>_`7Nga%_J-!2W!A`L#DF
zE@Ompe+e`Y2VQ67(Mla*J6p^iQx`o-q0>YvmxOHEwgw0fD!KS3;R0ow`o}cyir(6J
zFM2{4e5CZ=O>!<mx-qcJ0(E0S#ruKUy0@zJr5wny@ndEOp4mrtf7HyC_Q6dY9fHW|
z(*-}G-go|3<0RG8?H3HaC1XB9joPJKPnUX$jR$7d1zI6{r=<CkP_y=?zlTd%W&#T=
z+M&mLt!HA;JHyy|jg!-#U0c(MkA6sLk{|xJlr`D=!zv5wV0#{X?{|OiD>$b$*5-B$
zPLo)-zweIhfWCbfVH<w2IW*ngdVa3VXkBF8UfDu?5PUTKpRhgfo1>qA)@~PkHvMz5
zUAnTPV5u>N3(bxVQ99`!|Mo`!b-}68-EHs=jy*c>?6%fEfwwe0CjV>=ef#)NC3djs
zk<Zb{caC3)%|jC%1ApJj`hGasRUEsL>P%@JXJ8f)Q~}wJ8(sPHJot2N<YKz<PZi(;
zI6YoAD3G2%b=|pm@ue!_^l&y=%o-IGc68Biy%6F5^L%CKk7k?y(cr5qX3}@CAxmRy
z7<J<>VbqJx3EI*ErpB7t*)7US4^Osc@~*o36sTQDI79n=1XRzLiiDJzL4GR!;pEQE
zzfk+Q*6xLiKil6TOgw+wveDd{ee~b@&d}WBJD_9P4*{M|zQsOHEsYU%j~BguP!z_n
ztXeU8NBuofDU0PFQ2TL}DV<iYM}s1@!)^|iRt2fy()sm5Rihy$4_+NjsT*KKS_(4w
z^0Z+@2Xcd{Ve7y3xV#Pl;?aQQ%-Y+SGDZ`J)30m=%?HzyK5=EN$yFB<&8X$=Lep5f
z0T3_{<^+8|d?SVfQj1%Zu~1=oT11g_5~xO9Fc8~8SAbWp4O#qMl1i78=YRkMesv)H
zQpL`Pr|jxvC^wrN?FNu(u(FkOK~qTAQW4G3^-*TPiUbV7WMC{j=RpSJKf^zisQpE$
z%$KDWOB;SyEjJK*9JGq;cQ&Wp=Jd;dr<<(@L`)PWAVE>Oh)=M%8;<t$%2b?@4Mv-T
zlAvnvYj+an@Xu@Hx9h%-eSrD46J@jamH&gy+^93(Ke1z!<2gWC+%w{RPYLR@w(+-)
zQvp%w_%es7a<a6#dQj{&yxLAmIOE)6k8mP5acgO;V!8yFA!<t(i3zBU7cM@>=~3zJ
zKN3eA>8UXYU496C1MQ7rG?DTl?30kW>ank}HxoiPs^!trB8z^=hi;xX4PBG%3l{cN
zY=0_pFI&de;V3|qL$;kLpk0C<cwm8^-Z6&gx&>Qt4tLPuan!n)wmFw_2?^$mtSM_N
z@Y~CF6;n!wi3ZXXYVB7+UsnQG*am0ts}^(qNtB^BLNY1(*BOgsMg}FFlz<AiaaOhc
z-lxMaAhakS!I5@^5v>!Wu6(tE7geA7e5-I4OgsISGh@9o8$S5^4px~-(M3E`3NiHo
z?e&yMwQZi}@|Qvgq8iJ`_$y8*@l<@inI!<TNLfRB*$44Q>P9W?Ovg!dt~+Hc9*9jg
zWeNSDX|r~<0I^+p7LKbIZV@I#N(y;gFGj3x!})WUNvVC+adesb_XWW)?e|(U51IF+
zZN!*vqOX{xKPU^hdO6YJ3{0F7uZtA9fXgN?!slfZkR<$<tK1eSgPPyfN6}y%ZO2Tj
zC@oV-+xH{09CxQ8cg8-hf2hNGq?bi~(x|ux5x*@6*x3=r0Eqd@Fnsp^P?6L~e2Iev
z?DAR1UF|^iHqp~K@3*b}o_{!MRYPKQXJfkQPK&-^B&6P)^Bb!V$Sper2c0ydF@%-e
zB7Pi9R;u$0rF+`>qG`sFo%#456<zk|LwA+0VzvZJc9fj%6zt8wne&hYw+hZ~@wUcd
zoDd`yJwV;ULJ+~7QK^e5G;UGLqSxsDiRv8++1$BQvNVxAAvMt}-#f&d_`b&D;t8qy
zqu;{I*hH|u4}8JtEUO(!;N(BC9w4AM4G%b|&e&}r6pW(`ziJc4d9frF+U4BQCrBZf
z-KCrc#riFFP8b?7BkvMnq&`4fu`SRga2sc~<;l3C>twE}t-#yhObEQo=2O+sn$2(p
z=Yvni+0c8zqWuvgcby=I5MwEizlTS6uWI)@XW;jAx`jHp8-UboK^z@pW9QX`MOqw_
zkX=JkVNF1g*WB@5p1RoMKd~&}d+Sw(z~^*zaCCrzIt4+wD$d}@!%d^q)tRz$v7Hw>
zr+$Kdkk@Rd7T6FSNMjdwKZ;5*0I~3}9yAm;WN(5&8V6OlJ>ozEblwCDONMXEppV>Z
zFJJOi!^-%cvR*w3%BCWl<rx+@jaeS+(y)pjp8JOb!hx@Xo|Ycp<rcZo*@QIl!ouj!
zSmrSv4ru4%Gy1=TYk!a-bY^sda8{PQLL(#X>_{ygZY^9G`hjM8HLd?W8O8OC^`BNQ
z7Ysb1xFsFK_{O@5*A*J(Dc8gQbNDYn^RmmWDFkS_@|cqd7n{Ii2WCKTetl6SrIqLa
zB^KYM=e-tr*P}wdlkPy-e;sJohwq?ger`UT@SoM-pR78*?xk;M`4LD-CHvyVV~^B?
zVE-5p;wN^W!eT^ZeSO!t)D9T<w1cS!T5#J`hP?L@bidlu8h?M}S8l|`0JXrGrIK|p
zHz-CLIp+&@9~c_yrQVe2Q2~4Vp+i~8qZSx3!Tku>i5{fgMkWZT^@re97$1vC|B{{F
z4{B~*$j`|UD0n9Z`xQeZ2~@-G_{7b9U-PR|*}?>2Y~F6Xp~$3=p>(xamTpjyq@E(S
zywP~{pSS5p)l1E<RjzcWJ!htm+(K0Ut%kGhO3GR3mUW<_Kl=@ea*YVArZDUySr8@_
zlo+u>M;jdcB?P-jpx0+v{DO9kq`@L^m~2#PI@KbNo=5i#QclT`ki<^_JP$|^%FEQa
z@ZQw*B1FcMbYhfgqpc7QR-@(+7HOKr{mzIGr2x@2t}qpfM*|M0*|^qKVzsJ1lm&!I
z0vkBtf(s#x)i85b_IFVLRSJ>Bo~LEvK45(9v!U#oDDT1H?=!>KApdVyU2QC`CMG@a
zz4yHL_j3_(lJ@gL%iZ)rNjdk-)&Drx-Pt+ZY!c+9IM!H0u^-!qXI%~s&o>@7)WPXa
zkS*&QMLLZmxlPJ)N}<1rUG<4Z(=wH95%-SHdnZraGT)iXIOK%MU2Rjj+U8FQj)b%$
zsxe(qL5V0S;GqVr3R&f3^^+##p;=;9?3H(7xq9@|#)m{C9iOw4{zU*FEjTijo>w&?
zLZ#8)+3TU3KRy>ISxy=@K?3oU2H;x+gbrLh8CSbYeh<=GvYm*Ec|S=G_um+<FX?w@
z<`ei)Po9{{i~AdU?0@L}fc|Krp)TkWC<Qlu+w#_L37N;4nKRcVC-tbG^~O9CiFx)a
z^NpWTz<)LMO+DUvFZE*P>>O4asW<YDFlN;sU%%>|p5^pln2c51RF6^HP@AJF%FH=-
z^RXKppZ(=c7cv{U5NKfn@jQ&>)p)>^KSkriFec4=Kj%`o6ehxsZSBpb>uFJGz1%$S
z)&r*Fda&MpOc!e6Jz2-005xj20{sgLCv-q2pc6`rQ;N)(BW@+e$tf!G9BUc>F0CN_
zVx*0_xixBn`z1s1o3+e5bC_q}Ehw{}Z)(S9U)ubqT|t!0j6pBGK2;dYW#Wt}&Qc4%
zjEm%~1gO^R*~-aApsT6p)LRZx_VONEl++DE=4d&qf$jM<Jf4gGik6~j++~_3<*p4L
z<}q8k^DVFn`|n3==?8lliGeO01Hf)!uAtI@FA^zE@hpV%{ZCD`^cv26@m$cxr;*Nv
zq6`qWfrQU5sL2%INaL2lemg+(76I`NYs(fRayh|gK!`~k5>10e^8~$5wO|%~A>^kf
zm}0cg(d8kCu?se+%uV=X%mpLEr2M2h>;PU(+lVy7iD!iG<^IGwOP)oJ-6$vd8qwvy
z7JE0JW<Oj(;+Se?ln*Q1weXvzfJeUU_}r|B;Rf3~VBx$ZSNmqj?pdBf&y+bLPT9xi
zzxL587W)JQd;%$DTZ4mzI)7g{n}!jXwjsN{KQ_p_qNhl0OzLmEaabw@jHLX8xzy@R
zezFcv)uIwG{60cI47-q;n%XI0flRV2llh4{l6g$mc(n}nlx{@)zJB*AyeaL?IoE02
zXO#(ME$zBFD?EJU;mS6^v~pWnY6tY$85-(n8+Xcwrq5}ZG9w=VAvo5K(KP6U=qZMR
zRTm>mrg#rIjwrm$5wHp-%RaZb`dlFU(>(+^ZvU8JYJ{O`he7fC`h})ty=MB+QoPfj
zkC|;X4Wvg8!b={63stt3-VQab^M^wNyFkk@NrWeFU=v8k%FOXqE1<^cQSL%NQr|hh
z-ys+LE!cDyD!L2(25dV{kpP*hh6+Lptk^~oK=;o}4z=X7py|vUyF8aF1sKuXb3mNZ
z_(g_Qq1k7h=USKoe2AKKUPNj{Du#QNUOY;+t}f~|6BmYc{)>_YI}z9H!unlc{ICaw
zD<Q0xF~n;wdOKILgI!D(dt;w-0TNLSE|t9}7GUbq`e6yvUBE3;7F2YKavB%ecpv@C
zOrc9goGf_hjBBR)5)yV_9AJDqRZ@^Bua1q06C-m0={dD5ib8;Wi*mvCHgL|xb9b%(
zpB&d=v<u~iDuAr~XqZ1PE?ojp14PX5D}I+7eCtSev+MEt2#ZIU#}rr~@dlNaa6$SZ
z4KWbT$hco>24+u^KQv!4HI%^vue1ch7zqa?=*y6zF6eVtQsFtu<19`Y*j$hSe0o@@
zRh#CELrxNAle&|X90~O004YPsUg|CjVHU_Pv{yLVae&A$fyiJ_3h6{;SRp<qvrrpK
zr0P+9RJaD#-iLbb$IP04pzh<=h3VHrx(LMx!Ck6F`au*>K)(;QDXbN*ugM3pAZVvr
zrn9&daT4Yy&uC$(oW&x1BJgF=bDLO4pn5Jk4ECfxA}eAyl^R@4`{IQj1l)J+AKa2c
z01WEfjoPQ+<G<F4f)UZgD6#6#cFpf!dvgiF{$6zI;Mar#D*HF*%#?KP0py;?FC?kx
z_5DxZ;vq=~x3<@Z>`D_~yr#b-dc$O7Klw$A7v&PSnZDty(o@_J{R%Mc6R60G>_nif
z<~7FwP+^Co?jZ*dqdsw8<J9hDRbY}j>wxt1?J(UxrRT_mz4vGlQgYE|r(dpwL~~+Q
z`ib2tz#AWrm_=fQ3^5%D;Ks}fz&#39pAmJ6L)Gx7aRFVGF@iNF;_TfI^H~Uqd&fo=
z!`i?2vRHFRdv(XC1>t<_N6Z*4V-Z!+bO@H4>NwRVT&-r~rpr&d@S{Q3&2sj?<qGT9
zV%NQ_K6?ay&i+Q5tR0N6={k=u?klg&JeYhizB6)AueokV;}#Mt<NYll;AH8Afx%AF
zXN@+$yL(eyKNdoX2k&FrWm<{vCa1|qM~&p8^G(40>r6f0)iwR4pmIdhA?)0PG}!%3
z44SXi_NB?7yA+zQ8LmR!`kHtqHpK8=CTp$j&Ye^5fW5dZBUJkx($Uc;pLf;~p&!pT
zH#WWuy+r|kd+^!hmn-iGfrtTTp~{x?2WLNhjNSq>IH~pnacG&IH|UIuGaWkAE+vUf
zSYCHOKxsX{Abm~u!D-HiLb@oOy2sWZXL|pzZMmS{Jm~$R<w!g{PP7|!XDA43*p)l{
z4Qk=_#-8(Sn|aI3H?^Mr<}xbyZc8)cyT0&N2Hq0e*xmXL<^@>eecHoLxASNnBe2k!
z?jgI!R^AJD&UdG}{=&bso-A!Wg9<n{ktTcZL*1*iR3d(o4u6JPW)(Iov;;+Xu2GIN
zJIZaNJGxI-FCMWu3G5^%ckeC@u?WJoPyuW2S4zG4Rj~)(h2R1qCsbVmHy53MD6#<m
zDlJHW5d5L`E|)V@Hf*MeDHb|T6_p-NwH|V=-yEW^)@&AVoEr_Z{yHAVTrGZ5IKDXp
zdyX}D$h;d&!OOy8U;fzGcfXfgUIw9pYIznhLwyj3z6eZ(D%N)^-hBVMRx#mynIqc*
z0tR84?0|s(qI|`|@#sQrlNl-=Otq3Of>1#S(jt74p=6ww5Xg<9!7eH#bb+wuz#Nd4
zdL6T?ZEh(_rhTJgM54U-5&yvH6v>LkFq46$-=BmrVQXvE1wewX4S`XhliQ)oN})pL
zES$ae?5;rMv;-@WalhPA>EvgI*<VFTFqilZ7IPS+X`XEup(_~;OxqiY5NuggZygM9
z5hKLo7>HDB+9wa1YD=<|Tk^9bVLK<M5MT)`dwtrw3c)}^Zu!2oh=;toW9%5cIW#{c
z@a$*u87=dO69IS)E=C^LHLziT>ngm*CXo|so-mELLX?ekq8CIAa?U<eVBp8grT_|A
znaIrR%x{+rzsr&rp^VGH5`oF3H1$4SXAKFT`qIYG*rFGLvbC2NZ)dth>peiShTi&@
z=qZ<=)-Mr}sub63?Qy;QAGlavtaR3^VSQblfuXfmk2E&cl;F1u{XFF<%_PK&qaTk(
z7ta52x$*tS-~&-XC;HBQ4sAhh0mO(igD*r2L5D3=NC;TfS>+ZzHCTd+Zva-N=Xsro
zXbVwJA4B>`7@@kG=jr!vcOM@*F=_}F56~K7#3i_+J)Mqln$--^@Z4@*GA(cSb1vX4
z>VS6jpnt+&Qb%`i4@hCEmGdGaQh$LqNS_||9)cb+(1S3hEP#JF6)iOXdQ5w_3XNFZ
z`{;H<B{w_LNk9j|lO_&}?xxYjD?CC>Q_~sgo-%Q)5)>BD=8)@{<W^jBGsn~w_S>BU
z(Xjx>5nROU^|!D}c*^pcEmQA*k<f+#`U*Wo;KVKEUCNaaht%fTim}5Dw^%yabvc}&
zQruMgML7esYF&!|66}GY88=Dz3pk)kq(SL{oIF@N1|HoVr3PL{8%P#H#4zd`a*U^#
zI{riHR=s&<!P{X`i{(Hs=m&-h&<E;hjQ^wS)Yagd$4fqF42SrSbctwot`mu~;<#aW
z%Jl<UIuu`|GANU(Fw#Y+164iR$DIUpoSD-{x)uVlJ99R)X!NYO8%TfwEkBTpM?+kY
z+(8IFZ6v(ONgO{$F51cO2BQvZ1|YzD$_CxBL`ecVoIHI&(ck#r2Rb2TX{;7HGx@zJ
zYpgq<yOHKgaZU`tb&$Vvk4G07$#ba-W_<_j3B(D&IFVU(s7ocG?UxP?VhM8+psDUP
zmF3aa;?NF?Po{Z7Sb9*h8$t1pn0y!bL&`hLRd*K^#0f=3PnVWzw*S>jQV`ME;B`mF
z2bcI~)j*svjVLWs$OyL$Wwx7><rXb9%f`aoLOreL=KLh<EQ{Co+g$U@Zw*Y~h3qL`
zVr%_S*_4UB&!A607>sL%;8p(8`z1B76xg+X^!m39_Enyryo_!-wW_MBb4~+>m}A{H
zsv^|ek~)5(cv$>BI=Uc=XMz~QhnGQmO&^3ETFm_-Q#xb8wNDVVbkT3SOh9K43)zgq
zz4K`Q51QO*wH8lHDZ1k(=KY0uv|Qbv6%H_e!4q3Hx<GbMdu=0g6UTD){UU<(D28>Y
z)j-yYHw9S)W}@oLKhX&FuX)-fPA=#Jgt%<s%Cm?{|0@)ruiI#nkhE_!`cRN-EXwXF
zI>O`v2aRcO!dAniQ80ou6X<J&AWY<0AwsY?%eC*0rOj$RdoaD!4yYOyt@FW;VRt6_
z3^0g&%+>J>bbUXNI=&U{w?7{=5l@?criYJoLBIky=gTq}xCoGccPQZUy!-5VMB!h-
zgl_X5A!_O+VX*ctRC9rM4Nh#u&yv(`n%@75#+(wlzs1`#Ha36X_6$(V5rI(pB!5B&
z2b<h0FMT<43k)kBy^SM2ZAq|yWNT`5BeNXwJv&h|dl-lzC<p<TcF5AJRk({KtBMd+
z8_;nJD?&KY;&mA*Q3P%VL7tcERPGkI6vPb@wH#D?V0xy4cCOH%2S5#ZTp>nDW7ACy
z2D#|y<O(Gq*wOnhdy!!8r@-|lHVnqD%T7kH03{fO`~T((yKYoZ5yK_Tu3JRxAkq22
zjZ+AKes{)p7;DKAVWm$J;~@A^d?X;@h`JtaSUh4)c59VWmeBk`0TwKgRqS?2(nrVx
zvUf*eiLiP}PwtJ3`?agj=^2cvMQk$@a$O9N3H=R9agPhDSOzA_rJ~kPc0N8_p5a>8
z7jVqYX%BJUJAd^ID&0*Dg7oZ99wY+x&Sfc_G7u#<hg}ELSOB>UD)#7XoS$43=q^t5
z+HKhK$=qeKY(2pB1&WsTB4$z}RQ`tLEXKK8y1SQ-Xyx&SYbc(3cy7Hde^ebFB&!(w
z*l+n@FaCv)`ww-j=i1`a8i&7TjN2OA0<+%)1U$U{RM07@rRprzXQ~@HJ#((fIk@uv
z^MAJAu5n0w>RHOW1)k{7wM_GozA`M;xOyvt{pKz9Z*PopQ~aJZkFD3!z}#4TC#IXD
zOcX1nNampr+{@b3Z%%(_o(ycHZn87fd~+M5`5B)t8X?Ah7#ArU2B}l-KEMygP0^%6
zH6z0)h@-q)K6J;*w0~bjUUc@6`eI43G=Sdq_D{de^b@$uQ>a~sh61=zNr_2Wse8uR
z?(Vo!OV7Z0Y|;67QPVjFStm#1<ILNsp-{ht!)bzpGn;7U$tz>u9z1Tawh}rJ#A$ik
zs#^6ZT(U@HJvvL$%wF;T_HfS@@YAly-*qv0ad%Al!RsIfQ8?qDmiPJyxP|fqd9PV7
zClci=m^2}^KY%`ewO?m-)hoelfMAA(1uJRkAz;6d+4;6~;4b^c9@U1rT4r-N&|5-E
zeY3~?&0PYMSH=s02{e?5iH3MATV_Cjw=G~uv-u3^=Hajg_R#OCd(VJziU14{Z_F$m
z%smd=03nnb=^0Z<&5fPGMWD4zUxL3(8o#pO0ot-+__sQ9;-}k_);MnxBG-}$_g@1a
z!|FFrC6v7w7-E#OFh52u@32B5jvYWq5_<c{WE_}7xX<`Y8i}{Tf|OHyk}0A^+E)Xa
zw)s<`FBDvWSRKc#_a^~h(wS%?7I+eaNqCUV&2?G_V-0qwgq*b3Gu$l;54>_XjCtFm
zW8FmNN8KKId*!anVBb=~Pq?qj;5$id&)056+PT>N%KegvahkKnB(Aruz@yJMr6W}7
z{35}!bIrv6kaVwH>|<kuOmY^;m_y0!QpVn!%`TecpiP^eWBhEw0BHHa?fay{f73`b
zL$tP*Zm2FGxhm!0+M}Pntmv4fX?;7RTj-*vcV+cI74xm^Sh7ybrEWt_BHVL^T(lSF
zd=MkQ2A^Mqhm6p6jR!21_btS)wZ%`7_Kxv;qa8M(<Zs7qS05}{RxYu92JAsMrkj3D
ze;9ITp8O|s-#kUJQ}5G<e>}VMC|@i~e&0SVV&KLpz`2Bwkd`at)J@s7k7Eq;zhea0
zT=!nvwNN0(0H!=JWzqm-TyDQb-WzTMl6q;pd(b{mIK4(zt+NXn3mQiC2wtSJ^J9^B
z=-=?rJ=O*!k(py8y-zCFg*Z&x6fp>(76`D{b5zF>guAE6J3(3%B5-z2ZGESnR>gzJ
zQD(h|4?)qgf>Me0h~+T~)l@PP$+WeBCP6{i#nnVWBnR?70UYAg)%4Fp2*rXKt3dP(
z=*3}yTu(umB3!`8Ed)3A+UL$6+pfeo&^_GGYI3*TDeb%rV6V`x#ldo^<}WQS0o$2>
z_GqBeVC5**_?C<OkqEB>mk^r^BqtI_pXuf@(&Ype<aztxrBC#`%pTSj+Hgk}Vkbn`
z&+|^kZZ6OfZi8l*`#09I<2xm|?>+wyNYC4Pe*)S%sE6S;314&q1NwLk*W&<#>D7Kt
zsZh5RelUx$Btrhc%iMoIMpOMuzL3bdq{nkw&u$`KNH*18f(Y~mEPZ0T>?8x!!Nn|S
zGYC)*K$4bSSg-)0w_H+?2FdGGDQa;UjWOrZHY^8L5ulqLFf%S83r4<-$J0ny3p)17
z8{VO}i_b;Dr^rvB;_JK^@gWwO;CprQE!VfMBP9_YirEn!G5n3<J=J6?>LkJ7@tw#S
za_2W^js$=0&h*J--E_l$ccjAU{L7D(B@u#MB`=a;kpDnRVX)mOBSF|Ad;kQ3fb)~t
z&PExwFzI1HgP%0q@9x*ojD4AT60$MkZ9f$3q7H-jeBa4AZ*A+NBE5c0C1t>aR}o<W
zPzN4c`DNQVVDjQdZbRJb%I$HE%5jm;mYIF=Elu%!<e*qCPS{F$)x)T}f`cht3XUdT
z*MJhzs4ekFLTpQ68irJ;4}B|nFI5=%*RKUu_N{CIw^q@WC9z$Ugf>HQXVidEjG6gV
zstJ_cfO^TXs722asV$*<02QRxX?bf3e{M7U;j5%)SYJ-?vlv}tZl}M6w>8C?{(_a{
zeLTIkA3Z#lV+?+rw8>Y9h|Z27sAwAte?V{~WMB6;*?bzgl&>%JRgs#6fjkh<Sz$v6
zhdW&bg;uYWb;P--@cR_RH%3K#VEoOO6)-XsUo{j`ZWJ=D*SZM;dS~vnhO@?HE@-8^
zeCGPsrgqz__Q*KxD5Gs7x@})P!#;SzJYd2@-OVp|z^~v_C67b}zmzw(j8A@TL)2W$
z#-E6G?508G9BO0X;Oip(MRUqR*vW*LSf6*ni(ud1=kG5yW@@#ce6}`=$g!iiyL*!L
zj=Z<A+1^e%fA{VV<?U1F;NLG^#bhx&GWz1qwU$5pSqmsQ|Mgq)kR#Ru^&(UQMRs*|
z4!rl!JK*=(+h;NFthw4lKOSDZeFb-vA|HC5txx_eu(HD5zH@f(-m|0qERnHy!Z7By
zsCJvPd(LO2>qe*%8ItVD^52g!e+s0+P=AT)zkX}Pav!YBgRG$EXWtGA+}0z))K0of
zN`Ght9iHz*O@3*&KR<j_&GZN!F8_DwbE&eo*2Q9pSVid{K<qwG7W-3E6~4R5E6E#e
z)J^*YBU2c@-8X(B`}wmwn%8?igxM(WMI(z_&Eeqs&}e^w4BPJRx3Oe9hG|rO`|;BI
zA-KlJpo_1=^|a$zf6VSQsXtsAIUUZcIdDueiO^CC554KJaqx9eMqg|vDJ4QRWM|=9
zO|#Hl$CRYVKwO)OCWtchL-_Kcd%xL&TF7#Gw}Fq~`f^9n$+wNA+5Fb&nI+0$DnofF
z{jqGz1z<F9U^F@Mc@8;w5)g;c%4H77_hjJr*;JWY2v(Q~sC&OIE)LPPMs!3<5N?P}
zYP;EaAsz20z1*t~pJ}?_dx4_Bs$7ZwxG3~hIY@0jqV`Id#zgqb`W5p>bELkt)&M}O
z3_RUzc>m82r;nIP#RGxMOQ|g2epn%^R4&}r6tBzT!TX<lP8$7`!Yeg7eHY|zM&V#t
zos`L?7VIaGQ_-oBHeZX;wGU`nB09b1ENZ}Z@n?l&1`t{~075~(BAO?vzGXZ>_PicX
zLd!yy{v2uR>ZbB2p3-ui(#rgFRMB*>SfqHU$&oS@_#1?jX}($Vl2zCiZBDO$)r)Ut
zka9QbTprTFDhegEieDDlr(6n2eU&}C2p4BA$@S6bK*9V5*N#`c-d*#rt82J1s#Hnw
z%E`PS#JchOWC_HK0ommF=<D<AUxs}M(#NM38HyA{D!mPHGOhhny(!$awIe46APPAV
z&B#Q&RzlztW9%Mn;|zVSsp%9Yi(`av84F+Ye`ugco8<@9;4=pcKR^yf;h}VDpoe9<
z&X%<9tlk8nN=|s(dO<YWslD)>c!P#_>Zebe^im7C_MxJBP8qKRK~w<1s=ONny7j(=
zT?fcWmB&N_YJjf3o2{Fhh$O<#uOc`&B@*OJdBe_X%KQdPMTJ*Y)obQ`Up)HW3!{bN
zYsm@0%BnQi1VI>@*2ucAIbsy}j$`LN%3*yG!B!Fal_H-{oIDGZTn(&y&@vWFDI35D
zhX4b_v{7&ZIqExysA>!$0zLOzyIQ+o=+#p+0yu2jA;SK!Gz@z*TG6BIwx-9W3tueE
zO~SQU+lmH8t&FaX{G+V`X_gjOVqR`YeNt5xmGG4}_TMp`O5?%DR}gkdBAwqH)>CAp
zS%MS|__=i1oc<x9*i|ycLZJ2?=pCzV4#i~zntD^{A&9v;^))@1x@K28QOxr7JWQ34
z;~?h_ocwtnv<bzd^g?^moO&ORXXI_*c+G(Tw$YeVe_qy=qKe7c*dS~Eeb<C;8d*0l
z5v4DVkGpPs(Wu3@Q?LfXW~i9&-HJxfM0;Her6iBG#R3Hg2-t4KA|%OM1SB+!;Z~?q
zxA6zFc2kUW8g66>rqkA8R7R1PiH567CPb>&T(q(&cDdyPt>AU~+}(#Y6z0>T*G6b6
zi>QjK9%C@Rb>PdVt3DJHK>ggOoq-kvQ*NZXE;mu<PmT00^t*wqrYZ_?94RQwen1<D
z1?pg3DZe&BgLLd5kRHr_@S<4}4>b|TGk5$xH486cTNDn~28>Yk+M`r8FeGaxMf{$V
z67vmiU2bvEFszKyk#NlX(g)E9a=Q-rx=_a4Vsan8A$s^)UG_Men(4uy)hHZ%m$ix|
z83=|7&e6J3)HpM%4kEAvj&XPDy19SMB=OW#9y{~@8gJe!s&?sUV8!$2j&|nKl-}g)
zJ0(ep(KhB|z<nbQY}#X!lzqIri5+X(D7pbx-`(M<N}=vK92&uJmv6j~avIX(PCzp$
zWu<25p=vn$yDm=c_j;lJhq#CtTCm`R2}Jk)dez$Kao^NZ)0z}MR!as3;bI=>yYBx?
z>V%6cl!3t^IJklDQ9xkef1*EK7A2V|t*_`^C<syQXr}gN-0_fqDlac9Df@hXd~82S
z|Iua5vO#%n`SdiCbK&C{oMN;V)Aj4ujof(BOk!7)*mc|zkXNWjC<bj2d;@cscaUw@
zkfH1}s<qDO+{8m|ZY@_g_W#^DU%Vf3IyKMssb`-_WXS97MZjDB`;U~6a62qfe5-Rd
z={}ob?A->dbVK%G?uQARthH(|G>-_e_cfak59V;uQT8z<?qADoz@k3Q{SBIyfQuap
z5_`9L&Cmw(E%mv}+k{*X>2zrrlL(|R%Tw~Lx9+W~50d6L=~00iCuI_n$DHh)tmAps
zzvQ_P>!2ql0FahSEWZQtbLPDt-*eRzFR=4!D9{q@zPHYG_M7ywt_pJJ7AxKZfICWj
zwCy4Sg^mi=yF!HPFV<M1h2gUmVftzA$hrrs446`WS7+c;|9pJ>vos*icVST*r5ECl
zyRH?S(c0*wvPAc@fvA^&FV6<`9IxX(&nuQNjy8aIb+5enL$)}fi}*<c0sGc_t>>EZ
z+ACha>O|*DX=O$wV(CF1Jk+fnXBdb_w11qr6lPTY5;Jl)hT;q%oXb-N)T~v<BC_%6
zl7QDzj6}Ig)eU(1g~>3TySrBN>S_dcBp5`DD&(&tMtNLe2Qv!F^3<gOvln2=#Bg0|
z6u`nH!I$&TZBiMXE;((%%*-BsT(M&(cYFy_MMTNcabujWJ^Gr2M)-&9Le&8N*{e+e
zfsGb^?Y5b$YIyHs>>=>7%Xwn-sqr`#T{Y~-3P!d-gNF^};{C32rCe*TxY*s;LHM$f
zD@VB5azFo&3vn!bgRbCv+xC7Dm9kmE2X)osUtJUP&z^Jraj*~hvn(Gw?UpHRCUYm(
zrl~`l9&j4(-$4vug!%+jh><^B7$DU!i*{O+?j=mB0T6fqiM_U}G8QC9Dz=3^uj{(q
zs=-{@!2()?a`kb#=@$UtQy}JezV-fhjr-MgH}^icSwX0ZDve{JjMzvxc4xlweTlN^
z6MM}Nm-CLLr+I&$Fz?L67n(FDrr}##hm8u&ykS=DmGcg_y}n#28ySA9@G}ExBdk~=
z-g^`BDu+H<h0V=IUOo}llb(JnEz8m>+uAnQN9szQHM{y-qwmLl@7|96(d&wNTi!W0
zy9KSE3apO|E8DzR8PiosY4yP8%3G1qxh<&jS@R2`g9(W_NDHxB{E>OX3urG3#Ciy?
z1FNb^6Dlbas?Qh;OJBr{%IM4o>Nh^~7Sm|ZYR62sujS^kn?x#h?gb>8`*kC4qf)9w
zPvPYjFZOD1EYZqAGgt6@Np$IW`3F<bAJL|Dnd7xJRr&XCAz0kD4yy*-ZyBTYt9E($
z>dG>j7tK>s^E!Lx@Uz^#7fP2pRa@Rm@M0;BtK;+FN|#)mNHC#A+7Uug_W~^O2O%X1
z;k3rbz~G%HVVY&g9=%YZyr>#1r^RnL8l=F)Kv<TKxEF&40t?ksS+~v;jWmO)r-rvI
zgiT6l@HR{~#$K$PurVU$12kS%^gB>gmU$MZ!Y|_3^In`BNuO#jcPp`Q9znwBA(U3(
z(PvaIgnEJA$HI*AayN^mw0@7FP0zgW2Rahr3AValEgiI7RacKYIANO?@L!coHMH9U
zKMW8zf5b+xgqpjP4~SHr^DbWs_ZdQv7D6e@aKRpJd+l5+`Y|+7$5_J+P+L7L6>S|v
z&G>9HTrZQ@j|;61eng89+sHb?2LS!rXAv$8DgvXuI-a+*E>yPt^;zeelBJu?T7)ai
z&U9ncTW7885h^TqqyCsWUUu<feUOj9o<}e;-)J0bUnun9`ivSidjZwnyIcAwMt|8s
z?UbxYq7+loMqvN^CC#1D(jXTi(JgrqGu&7Tp(2dplrxk*q(~MB_2PO0FIyY_QyXsn
zawc^u7M%e4_|I*w2M%1Cnp_u43<0fInZn0SF2<!U(zoqI)o6<LQl#z{k)E29e+T;E
zRTk!hU)Ed{w%=<k^`6<;epmPSnN@=zS+KoKDJQ~r1qC_-CSoT=w_A^Z0yUu6Vj0e;
zI>r88lY;~euBrol&;+hvuLc3c6&De1ao{E4Hi!~-?;=tz0omt$;7AaqQkmF=zDQRF
z{<FhUtGt0Qbr|9xPWkK~fO-)h2AULBi52+Kg{s!%ML65Mk{|)`=0adkj&%J^=*~)b
zLJO+tBReNg0?$wJ0EV%BXcD?&2`&u5j6icC@%LQ!V}{!cLpeH8gk50lN3;s^@Nj;E
z#N%ejm`xBS6?grgTI~xVmg*OSNt$xx)R()^j0j3H?a0T`9F(u!KD0)y1XlTk7yne)
zkcI;bM5=Mlh4&D^YX{itWpoWm=JrCXtYB*VZxJmdjF9{Crl6XvJrxQ<A8F9V4%&g;
z2lGV=$}-;5qp?A!GU(Ryfr^b0Fkp8AwD?uyU`Q@dz>Kd4wfNBOZq(w>KL=2HA_YA_
zA*0Xz)zy)f58RGZKRx>C36O=509<WX|CII~3C*s1L&DGqLxBhS(5?v)l!ahEEAS4f
z3O$7GDG&iC|2+e8F-kA_r=HwAjbmD*4KXjl!zUU_=c=Bm<@0K$exAHbP41{|cBU=b
zg%&Rg3j7@?63?N)a#N5OMM;#i8^_S*i@A9`|H7=pLQ|_E6A%{j(XyBesi-ok!I_`N
zHSHKWPG?*q>h#wsDmZ*obC}Y&HLqf8uI$X*0dnbD&68~sv#@7#rF1U12EJ}Uq}rDe
zCU>j?!C5IXj>xbE$j!?(d-P<qNYI;Jvf~hHR4=pY{hOPy7#p<sFHkqDpNrhkr8QP*
z*zmQo15aLhPz?|k6%>p_JH5F2Z!1ly?Nn9^8)MhT!@=t?N@U$kRDL`}*yY;C5jJYT
z5p_ySGT#I*-&poqU)kpJKQ=NiX6xww>3Z^CRNT)tS6>I&4<lm8-7cl7#;#pwg+aA6
zFMc_jFWeQSmK9>a7vn91v@6UaS@3JpbME4E_bcXo-e{$+XxQ64Dz3oxOsOqxx6P;o
zY1VD7EKoTz3beLwPDJV4g_@aasy+Ta7;}<;=P#t5G^q}43q9P*`q<kp)q4JA@*R14
z(}y%Y{e!d){7Tw5a<qDCR<nP>dK$;|&QY>LdRXQQ$}TswN%rJWHTGb1D{=k35yPV^
zi3c)SoOj-}oVo@4{tHOoEw|6&j}C@@IszW`qTR&*2)TTmOB)nEaarwBRcV}7*zmT)
zgZX8%_Y5eCfFO;N&n2af5l4rcab|Z=IDvElt&6p<TPIHnF3>sD$GaEZVn4n|9DdG%
z-uX`QqwZsdBcnld>~M`H;zE?s^p0bT-=D6Zp<J>pe(>byLnkASP0CCT!Y1Wi*+Zij
z&#yqG?L&ipw;E)<iz1-YdbdL1TFs=d^Pv^@;Uf+o<wAd-r!!0om^fl(A1>|8oT<B)
zdOtA^3v^o^A75!SEocr1*<$;3Q@7DHc|lEa|6BRfxkWxxAcnEj^V`fUS9_pW>emdN
z6BG_t4LsQW`eZ?Gmf8!>eCJ0fg*Vjt@pfy={V)Hy+NB0MEYxg{1$wN<JeZR~Y`6r?
z1qW#{dgrZnB-Z%;_*S+1Jf+HVn_uj<PXF!Ml)AdsxiOOW{a@dYM;@y;Jqe6?a&(yY
zi(iE)iBeXlZe&peK|9K<i}Bs3=4Bx{Z~obX9;HQ~PpQvP5K<?QZ0@-v3ql&rT^^=L
z1CE1UH<nGYsZ?lp5Le#$4bFZ^``u@&R2$XwMBMqiQBJM{sDQAG#}e({*A05e6}lRQ
zUNZiEy?u>?nO5PQcI->uRQz={4D+RU7z9Ci$f@TvDnb|I0PG+AicRr}g=N<)RMYeX
zj<mOb<$Qk4^iRwqaNc49s?{NQ@p38_Ozh3ge?SA>*!k&8UoRaN-NcAa02#C-O_l%Z
zdqw*bKgrj?A|ng;<&ZGo8)G>KK-w?eV9Yg{5wLzbq_i*{%ISymdKDgMYegiA0XpVu
zmLhJ*K%oSskrU@Ip&KZ@K&9}p@@weoQWQ}Fj}|6>R`}sV`d9|JJK`5Nl?p3_@?&1R
zXS`a@<luzK-Y^?9Q(DDDqhGFeTk-QJBv<2PpJmINTfH4{At9B4ot<<oPF$3MP+QxV
zkRXbH5$FoF_LI<skJ~LEJH>vo7}1QY%aIJ=-U=KiU{;(;h>prldGxL0F$<oHks+R`
zw;e*N{OUt_DdCKELsF&(0wxfSEYwDtLqy1hg1`am6y~ByUgYG2T?S#8IoRiF<cPSv
zH;?H%q4!VYARzo@ls#{BI+gW~Fp=Uu%TL07Az7Z`5cKQ--3WTxTZu3;(=l!9c=&eV
zsYSebY<+x5My5W4tFD0q;s(qg?OB%O0d`@s1_Je<IRs?M1PsDT%=Dg0JP=poE<Od0
z->F@wzn8d08RPk_F_&9k%>q8FiC^JCiU@8F>PAy!$Gi63qg|bhEgn|yx(bOlzn^l`
zH)+6)YC-5fE=Y8lUM&OoIZ8#_biYiDfxWrpQeBh@1$4Hk!$&w>=#*AXS9K{;Tbg?s
z*ucAlitESSfC~zuwF+TgdTlhBX2vYX@-??qk{9X6V7j(&EQIw2MJ`1Ha3lJ^3@xk<
z+ynCH$pD%ySOu|N{OSSx3{`<aK)hz249;rPQd8rRS}ATllDmXdL0(GF7>a-6?JYGJ
zD?(SS-ms3((7@lHe``Y(ypJIe;c7L^q2eD}C`;vi9eYrV6#Cu&<LJEOss8^c?q2u0
z*SuHR>t3VG>{-UWb|hqPGAk>}=DPOEib%*R8df0^u91+v60(zw?0wz)`+R@@<8kkG
zKcCP0^*ZM~kAwc)0zGy-+K6pBwl_#cs_ei&sl_Ail=9Nh&r?vL(o!buC5twCouj6B
zSc63-GcblA0|d*MAX<+dOMxi5hI$2+PiJ6fOP3m&eD^%H)-Lqw&E|BR6azqCS4EPC
zaUa@H>Ak(z{#$q~Z8ms0mu)#a@=~bLfxgTp!82um){DCmjt-a=xse$|xTYbh^+p2$
zKe&TW-65s!w5CcLBfacaz$4=gm9<d&HKBWtn`XBHbdo3HOuWPIJ#T|ELB61o!|6VP
zzkgaz&MH?-=i6jE$N3;kGn~Z*e`mS=$#N_1FR*gy6X4<-$Z}^=jFA#F%NWUZzQzCQ
z)$_4Y|FN-sc)qTLZv1GZ;Yv9>8Fe(+S@}d}{<xS1AG2m>$~ztl(N%|zKyp*Pl0to^
zm`vyzmIYpX_&axCaQB-^K&FBG*1y7mLfpRyT-$NMNWxurf4?E6<GFq1dH2E*4*~kO
zonKy_hP~7BW&94ZaGd2jwz3CyOy2mN;?JYjohusQmG5fj0JhZqdwU8t*R8Fi<Za3a
zQjJe4IvM>Ho4E!RJrP{FY_2t&gcQDrqOU`{=(+vdh*%*wJAgVm&cn6djEvq^iKFTz
zBlFhahLT{Ze~2ZuC2qz9HX*nqf~jAzWPnYyD~wk2PO-LrIwnEek<M#11oybInue%B
zkAy1}1Vzah`Ep&Ab2TfAtdMp7-LQVfP#lRSfu7h6WN3>n&@9Qw?NGjqYRAc)7{>Nw
zu26n=7f8M$8nnYKP$yFuv8lJ%JUF9w!@_Z^W^Cd%hxmsz|G4RC7$feS;?=dq{o~*Z
zmBLByobvA=nhy2`P)rRpuW}e0#JO%)?`HG3zP^NO6{L;c<3$L6FWoOrI#kj+%kSXI
zx~mJ)#fv{3N0y*9xD?G8O7@D!`)#WXZvGe5h-3m!uvsam#|z(=h*YV-Z}IBLJEW7b
zK*6bM`Q>(lM?Lc7=qQyQZMq}18dqRMmR}GbeW+bIjVtbyyytf0O{63ufSGrJy>SBk
zl?B)cg82}C8jZ<Xp9}ezk;*jvUmzB4!(LFJ#Ws4b;`_jl-z;lv_+d_cKLgibD06p5
zA93lvNo^Cr7`So>y+R**g<k9H;n)1krL)nJ&mT&r_tgEhirHBbK4(s^CQ+6D9G!I8
z=x8rW9keo9a9$RLxj864CJw{`buG_GUz!5WySsm}%JX~y@Hxxv`x_WEkG&n}G?GNi
z*dKk<=(||OzIsd~jGlFu*yn7(#2u5aUNPqN2;vKm#Tn_#b~(SvX4k~p+J!XM0>pP<
z%b6TF$=Yh^(Ad%%6zY6>w7S0a?!im@;z5AS<|83a+Fg2;GicWsu)f*1czJ&;{`ReY
zF0Q=knH$$Hajzi`x~xk<?mf<jl+G1$op}$gy{}oxk!MS8V&b&-h)JElV<po)NlUZq
zWloEw$0YQ9c)gyqI;}^=yKdXiZEm3-KQ!`l@$dS<F=lg^nQe_>YmqK6K0V{#aD}e2
z>@+i5BJ@a;GJ1r7k<CqrJ##Jw$^+~ci>r1DgCN+guR=ZX|EhL_egs+kfLxJhOg7LI
zcH~jCGZ{Hi9cI{_`}?oesw`e(Uquu9=<D&<&qvzMCK+ok0@B4-xt?Rx7i*2+ka1s|
z8#G^QWa7-*EkDYcrghx-SpKC0-*LkP8{MAJkt||&8`=}o@9D<#A?c&ybE~x%m?UW#
zS{Z4Y(Xrlr3|upBvFVSII-YH8EQS5=X(Wmba%nsG^d^X?@sc4-`@_DKDE&uSUgY!7
zcWPKdG#(eeVToJm7<J>C?8bYb*)eD_BMRd!<Ed3Tg-;NUYZ3kh@4l3<m(ko-F5}tn
zC)Uwb5sKQGc%m3P6-=9>I|`T};Le{1pl>i60wUKt7F8!0|DW4#C%R9~0}$$Zq+Mm7
zp2n|uyuQxW=BnLP$@bciA?|Hyi7Y=ImEHstnNUfLrr<10#FP~Zzx2Cw(ZJ}k<-d>0
z&2iokPCLvR&}~T~9j)Bk?qhqHiPPm}`QZ0Kj+aGUdBU2s*win}$buyvub?z1V)axL
zo)-`iG=;UC9=oD(U%uv^;DpIFPy4a4T!pIqj0s*ob`Rf`f4PU_M(o^jTyU^kY`Z~r
zbm-S}6aG%h^7t|9WN(bAIB8dJ&`9)mQuxo=yQAdMk1#B7$Yf>{>d<|tT9MY=Nym?@
z!HE4<#A3ysGDIb{6-QbQyk-Gx04Y0akKUWc{8(S&oSdUyLLJ#|vCXY<{Y*%y3Vc#|
zm{NUc_@3bwpD5*J{lwkauBor24BD2^!EV@Xt@Bi9GsDS^<EEKz&wu!<Hi6+LStqcM
z2Wl9Qu@yZDe=Z@Cuf=>61vvJO!qO39ILT)-`=VU0^#o5~CQsu3gWn;b7<7Ln)XfL~
z)A{YgKNdHhFb6m{O&Hzp6}{Il`gTb4{eaxW3Ww-n@B%7HYEt3?@i$IPkB9FX^6d_G
zMAapEI(dAL);P4?gnt*Yl#_D;y9O?Pg_bmAtY@tY?a!1w>wR{?3XI1>XyC2|q|}}P
zgHi<*7F!WRIUqC*Y=bg!=}a*Y-ZC<;83?<82Mp^!%My#uGm1&Hu{fcnJ=$mT@Dm_N
z-md0Zj)n-<xaw&F?Gy_uQOc6k2ME)f3_(;eB9awQjVB%Ia7YJ)gl$B7xCZeoq&iMe
zexYxR!=d-Engj%upQ_Q+Re)$O5JkZO1fxxWFj${|>^|?y>#B+(d+n@$t%n(H7GTo_
z&xn+_OUH!Jx3ttjBV|J9_gXt@MsU2*J8?aiiLa@|===DoK{Z8vQDIjzre|sdGMaKf
zTANg~h`O&loXRWUCy-NGhcPt|9XB-#)r5eJ`5EDF2^Btsb`~yrc+$Asp0WutGqxs%
z<AoFj0C0EW^)h--TT-hI7(3?Dm%`A~pp0<#zFXsZCy@AY`b!Z&$BPvn&qp@_*ymBh
zjl3mu<spKyoiuP|7WwG=(!S$R5=?~e+peK$YUbn1?YnmX258aN(mlo~_%pSH0Jppl
zSl!R(0NIEKp6=VQWFF0xsG_K>k&uLG4DaNLxrXG)=N01fg<mI8k~`VlXJ=Fwy<Q$P
z7zWQA2j4jQMCBINu7o==3WdC%PQ(x&)%@{v-#+yvhY36s&a;FA?kDnaq2=xs^Vy3B
zgL42VoMZ5fPfAr0xb%ACosrf%NqGYENxjW?4~kw;{P|nGqG<7GkXZ=*VG&pKFf3*B
z0qoc~f|rQ66oH0B<-$%io?YW8ur<=CQD0Q(L1kgdoAb&~&x#JdH<~mg37;&Qj$%|p
z*6kLrz6s3sOr8qyvH3ARC&^q=Bxu#C?D_nMGWB}H6?eEC<B-}ef~((y-wHkf&serH
z?!?h<D+$p$MW9LTf*(?&=t|IKV6YE$0+vDz9rX15@5ZV%yL4sGm0)?gIRpNh_{jmH
zIUg#e&<w!e(T2=G!@r--KJ#z7=1za~@$^XM>iJ*rw>RqF68X+|`OZh~ejB;-XN2a*
z$o=hI>-pZ*1uKgmua3Iz|2R2p|7meGtu1_^BVJH^{(5sn;NtW}eGZQ;ZfoSbPx$HT
zOP+b+&WkkFbJAo>+b{B7j*i2{`DI7MJn7s5cX}*1j{)s|(n-UGoUEP05bbKj-|ZJZ
zJhS98QVS3=RQ~LLzQ_%H>(AEyd0`mSw&yR_+gp5i=Ez4Q(c3&KM4pCt2^0ywx;S!y
z0)A_e^lN*2?t;WX%_a2dA3osZ?@`N3$^Fw`DAn_&b3<<&tYh)Qu=Q*#-l6rpz4X(3
zGx_M{zqZ(-&Lu;{9BHgGaGrdrqVpUTzR$C_sGy)mT>o|a^2_7>5!C!=@*c`(KInAp
z9l+eU80$N`p)cwqZX2;YDh-vP74@<EOkCC4p}x=3F5>Ia`(ppQ57@b}Ztti=WRqSY
zXOay0;^ew~!CYrydx324@9T!?Z){(C|LaT8>DGR-Pkz(E^xsp9+x9`HU8ialO2H)8
zJ}86RU`yEErYO*tmSj#F#ia><92C1R?TOGaBrdM)<}8F!ocbp8#y3U(cplbxUFMUL
zOtX?ovy{q5>`JF>O?>?ufD&UOy8JZf+tp{<-7N7s;`H=Gf^mb#f`dnwPJK(>od?NA
z$a1J%dV)%QTnZw37^=lxLl3K}B;4O)Y(x*zrxh3u#4_enevg7P*?aWF>(AmqBqyFt
zh&OF2IB?=upzNf-(CFhL8NCbEvdFbAtE2PbC=dkv8VY8XR83|N9&O>8UIlsE4+;Ra
z8xV<%>m8!q!C&*1=7NYhy)?!_ct-KJpU@=yb+F`7C19krx9#$?2J!cpCKq{9%WE{b
zPphj7pJ<*-q26YkM7TiX9Lybi_~-}#$s!?H*rex_JtC+ts|O}W1IB}F88ne>kn&n<
z@x!aD_=x*|Wdris+i^sQJ`^H`?1dx2*WrsexF`vhsn&x`r-nq`uJioh2aTg|+g>jy
zf@)A{&6GTN5%JGynN@HkS<1D3wlBM;lsoz_{IJ|M-&KO@{q7&fFsnjyL!5*F;!%|f
zD~n^#oj5k?Beex3oh`T$#G}ihLsE8aXpS;ODN=TL=K>xv`FHhF1i`QgZj5x~E#rua
z)2!WN8(r^wm#9FM#Cvt7jxj9?Z>)_jiuCwqcPja8JUaYs+-rtl&AM?K2X<i~-6BaD
z(IZ31v-j$+9u&+DseDtzLz7T)Dc{KR+BF|x9jG?5_D^NEkBIXaWR#rzV|lsQ7nR1M
z{K$YC&2o*agvDD4iUrhsd`3_3PTnXL!2{1nzECQTD@+jeQ`??n$+oAb{M|35ZS{93
z`y6&i$4^4mnx>^1^`elu85_fY_n8)PzIQG9IxkpFuSC+MY_Z=vd~)K5FB*Q=$p^<`
zi&g-sr#KG<mn=FtN~j@&zLh*>3}>OZx1$Z7C<>G9i9jbnF|>S*Le;OT02Gr)nPFI1
z)|<E}AochIoNlyj9vZ*b^49aklw_0?a)*lTR(z7vkKuan*(MumJq6j~w78Io+cKLt
zBn#ZN@7->}&hn-GBF%lvpcxNuQIyvHaI?3J^Cb_e45ux+ox~OKmd`%b{R^TAx2xS2
zm7l2X;UKcEd{N`b`}wKfv9U<L1p80#EOrn)A=U{v-_PwLNN{_*GSCuq4~^ygUbESR
znSj>Y89`Pk20=CH6(hwLVUTT5$e6llM$NLbmLV;P3u#5iguhC2i*S`G707QLfSWi{
zkFH9-Pm>DwpdbE7aTVE);Om~fNurPi%duQU3oiJt{Z&iSOJD;bgfewszk@M#@#ZDP
z3IqUl{57b&meFnu)iVHhLMi>r@e%`)w*7iSp?xHh%PAg7dk#b>DG(ZW(;0zsXbq1j
z!n0*OLs9z|8SuMN&CqlaNs1r!Fl{LW3G^ML<Or2S#He(+<7G9Q-S~P}X^G$^i?lGE
z1AW0(->9HxM{&iG2_y9Fw-W|B8;T#6vU+NR5!d*?--t`qpqHW|In95)kkR*tS^QzB
z>L0}8ET=zhkFKmJpTtYmTq$*z;x5fgp?zwS6N%aU)r^VkvVUKij)1(>Jp~>lbZT^z
z5txf_k|L6+SA}$pVlt-u;eR==Pu)<2(E_zO9a5%*=xbfVWW@{Awi)r5qt;TxKvp{q
zH*^6P;moR=oD3a!%%fL1W4rP8&0{{rdKPzWiyu=W?;c*NsxRrgV?JVPJz`12SMnv|
zfylbP==ygNj>uc4zLFZkhH*JIBBEkuX67k{KTK!(<<^>f$0x31Rb|IR^EkrMsQ1qT
z-qn|W)!T`-BOq=^p_ukS<mlu_oiP|Jiv9w#Y{BO9I1aTY13du^NK*!!;a?-bP?>`X
z9kTRgFka#gk%dy1Hno1a;4+5~Egr|V57mjp1Wkb#J-0q-z_<T3TwflzjYi(W0?AKG
z^022MUkQNzW7d(WF#&!4&}lnwZ}+EK`aBo6lV#S_OL#8puZN5hm9zw5;hN3QnUQtw
z9W?N%cU^;t&~LJ9mhtIoT{deztnp|8U)OJ1Pm;B-EiG2_pXGJfKQ)?N_@2&IWBx@n
zZrCsT)_Hn$c#nhzQ%tqW;)9Ljvrv^*o*adL2VGqMgoF}ULXEW0=qL;;mAy%abJ7FQ
z=iFOnSFac8)C<QckH5}ZSx-Lr%x4vy`5Xv-{C2!&AMiRwT*i>Tf=V+P<0vK}O3w$U
zCsQ~8T0YRz?GY~0HtZ}Hhx#D%l3zll-mz$k?{b-Dm8$+_?=HuYn6+O7z#LWl8zueW
zV~<d3t#QHa9R5K@!BfiHEdym`{#h(^DUa9L9Wn8-#^2iMIK(~jEf!IuqlfqYD*a_Y
zql*zugAxhA)1@jN3}`ZunA~(Ojp8}WtQQV<C9~OSMfZ~5-qQMyc85)k`W$sP=+k;q
z78C2_Gp0O!+J0B4T(;KgdP&~dsPzNamhYa_)&;+&zEj5{4h~;(qimj2f*&p&CjTKr
zXuDR|D>pVq!4I96NA@?;swzQ#6hvQ~^C_u2Qyw9oV?|RN#SD)Dtk!c>nLq$B@<U4Y
zH-&&iu^uA>M$tyzb5zjkX||3L#xW_jF25Qa`0(**`|GK=ub~z!|Ee@d6ems@3-O1q
zW;jJ1Y;D@Yy_TPfzT2)AYip_5S&uzsz5Q}VG2s5+g<Ah}1|IHTYEN@>*LZl6=nkkt
zN?WUnL^nS|w^(q_E#;r5?QKUq)g=NRhI<!V`MjNE7k#|;Ro-;%@0$1_2dA-nzJr%E
zepz~%UHsZx2?_5C5e<pB%8|_v@(tH3x$Site~mF89LCL@mvU1YAJ{^UA3@`Viy8HN
z1z5Ne`S2<k1S0`SB=uD!K(QLe)cFf>@Fc~?J7+8cZl8Kq^>bu$s*dYbK4S<s3zre{
zq3MmS<U=Hwal0VnFMc!O0%1wN3iD-HtabE|W#cG@#NPnF4{LXyO>^S{uV8YlDvRT~
z13vz=Np$}DYO;e*R&RWj{jI;B=;N~R^cBi627pCk#F5J6c#D_6Gpmqcf-(l-h}au1
zD`!tnd32{}!C+8M>dvzcR)3ifd(t0L*sV_4tzOfu|F{a_vvGL#)FM0iSxZz%V}`zn
zXIUhn+RP-hRL-#$%8p<2Y=GwFfnF3l_E?)nk@ZBRvYtNo(i4Pg+H)ujx==&_quBzA
z2`GW1o;iV;ks=ojU43Q03b#EaV^3H{%}yy5yb0tY5wt8tv<q7hfm=-TQUr3}rUzy_
z{{CZjf$k!z;x&MZwe2l#@T<@Sf>l9zP`+$&U8hTubS++7R>7I$?i&jI#Q2l=l=(EA
zt~0sQpZy*mxl_%<lY+c;62Im1^%o}L*W~N~v8eSG6ukRV`K#c+wjMH?8EJSC`f)Qk
zPZ=6PFq@VOEHs?7PY=c7QCZKq|I6pfQb1ltvr(1&HL*-sx!=gF1+*C-iMjmD?)jFj
z2;6A>;CKo+P}N$|aqj26@nNL;H%i_v+F~ZI8mc4T>HMO$_Q}6p(UzwhlqL@}&L`uK
zs^|@>=nTZ^rNJXQGznw1U5Q3SqtKw~F;(wlI=P>r>(>@g>J#<cW~=gXC?-;IpWXXC
z1mG8o#H?tLfb`0kCJBaNz;MGOgmhm|xEw_#Q*b-I=OeWnxeZW~jesAX2yu43?fsnL
zw+VnCD-PoOm0RGAfq;46iJL;AG`)g*hwVROHGjTRK&}ua0RD6slKx@yKB9;_a~iOL
zm+c{hS32cSoNkcOB9b&(P%2*J2XOQ$?9xvx$T$)xR1}@*+KKK^TdOB(+~Xn5<2&)C
zd`J%3m@djY6G%(TxGTi%Oe0Lz8ydLEKea@RfK`GiWJ!&nR<RRZD*yu#i}nz~UulR&
zVu|qoB%Yp(Pnqx-H0q$+@AmWD;#j~{%>WG86)i=Qw{KmrZsK&!9f=|&Y?gyEB|Z|o
z1T^JEsVFDoBB4>w<F64Z|8fb7fbr~TBnPS8orRh0@FuCaiWe}&VaH5qz)#q0W7-X7
zC$p~8(L?b#BF^B>V*E1)O0}+{kOzzz#ON~&4H<2tM7TY?8_#_L!()i=h|wkCm{YAj
zsdZcd&hZ2U^Ir>M03pKO+wTDX3A7@M2t!ien*~%OBjumt-M=M~s4vpXg-6te=Vj&L
z)iAiG<7+v^KO4&9EK1Y2iJfm8KP{ldg@~PZd>1|dy}%dmDhM^l@2!>}7>rDu?Yvd0
zyTfcL{J=r@sG8->d|%}feputminZ2<hplZfsDMS3@*6mWydq4bjQd5NUqJ<6(E$`}
zcWx%m$Ks~UV=_9_JdR~qKIHR#NpC^UCS&UWU#yC?WWq4vfj|IH=68P^i|07Yp?zM9
zDKJ)xt?VO33J3}j`IIlJB-G&R(ChERrp&3`)ePF>oe#Y-|IzJHHCuji(@}EBhEl=r
zx~jirbAEiEPGd$wI$UlTJHk$V-*-K%n|=JAqX9PG+kG@Pxxnte@<kznaeL}ys(ZLU
z`8>7l;UiM?{)3m*vq3>y6F&Aq%gq+RusCqsMjjJX3p+SXd-?0)?_hM>FB~!L+dT1H
zVcwXuXOS0inB%~MyExV{j0gd8341@{(^{jUU@f-Xxi<2^uVzC<N%hEtlT}jqFyp*R
z*p5XyB8{h=b$6^ZJ_~k?`-0nsr6U|>NgI_j^Wgy-&1yIjw=4r{{%k|=6DjHMx0mF@
z&Y{*&6bJBkL;hSy%r^#;>pyL`?sade5qI}<>`RG@^)?c1w+oo6TOMye3FK)F-q+9g
zF&})u(G&k;TYcP@`F7mEF{{OVT*TrgQM7!p<<XMZ9^dO+wE-dUYFdH0-|8!8cM?YF
zd~f%o#7hi8Bp>&CJl4W+s4ZZ16g6ZYa<SRL`Nz@6GHjpg!%p{4eV_c+o#{mXYOWjm
zql-@!7<k$u7N+W(N-h4R+IRN1U;cq82;%vkmalHF7;*-^m6jj2*ptYbmLK#Newl$z
z>B}Q{KIQLN4V`q(8Wk?(TOIL~@l`|IpXCD=rZ>5IfJ@r5U-x9Oul4U?%lVJ1$5po^
zPbF#goS0TRV}a(A#P*NjiDN1)D`5%vu(j)#QhC(*YNJOK<9sCl`D<d)x33%_q3!Ly
z2*I10l2ECe;_&RKDPVQB8igw&C7-kpuGtEKNq`5N;cf3RY*-PgDX@=DguC&=lXSIv
zxIAL4vsfMDy4&kTC0`XWq&mkrQd>LB0e?7%Xc3K3F2H#pL}a1aS9ctZGI0xd-W2*b
z9l&b_z#o%ftR15FGmIYIzDyF?Pw!BpphF8#NJHqh^&n9f2;$|N>jH786^W}t2@yN-
zDVT$zT6GNx3TFy1zRz<N^*#!>_Wl9Qggn*6LdgPZO-x@KEjFy<sROvLJU|}UPEj;Z
z;ytEcO92W_2qyQJbT|0eV$dd#ClbzKmnrMZHc*$!1;%=$FJ58LLOYxkp$k1%`kxE+
zQx}FYCKmM!(t^|kPGQPEnPKTf%65d;E#<ylBPV$yVYnaGXj-T*^p>nQ5<J4l77y<D
z^G)df%K@GTA0Pwutw|#8)FP5ec@#=OzG%p@-~pk1QRD;0D2>QKr1XZ8@V%CfwcLk?
zHF!p_6EB1>m35E`(t-6%Oreyypx~9ftFOhzRtp8=cZGQ}x+q?Cs0sY#CUN1zj5KVK
zJ3M>&x+JHRpHxsEG%~6N#z-BXFqB}cTNd*|7|v=8bkS186B1+;<IB5p%FvqpaqGe8
zSm-NyBM8gV7;g_C@8*gVWD`|(zVO+nzl824E(mXMM2aRD6+HjIa9DcpHzEnD{;RjF
zL9QWvWF}Wl4=6nP;<c9VaV9Vt|B&`YMx8hk-YyoifV^V`Px+uy;5!vk`7G6O98}$!
zLX~c$8z<0>*`ZK-*2R;5VfvO&{Sx&^Rmmu8FQ<2`f~LQYs5Vtb4Cmt28&V#PV_Cvt
zbYdm!@lnT;C8_G&TSqQjM~as4auXw@<R}pGEJqM2Kl1I!I68zQw9*mN!rR>@PoQ%#
zeD<R^j68UOvBIye<RS*l1+Jr{3YOwZF?<Sd&453p@YI;^cRqQGh{a<lC@B!W6kXtc
zI<^7WVq_sLFagfS;#X<2?k@1LT#dVJgx6YPyDveZrb#V8QAg0FBv1i+vbXfqe7YyY
zp_;ZY9%*(VN+P2*Fj09`C;4Rng=#p4ixKuY6cL4s+yc?S9TE4>s2tr0H0er&6-nkz
z%>ft*qo<Q_0t@0Tio^^-bK^ZyYG7DZ!qzbR&-g#Q$c`MUR_fjG?~yNk2LXa7-{bK&
zhRf!f23_u7U%xKm*o-YIXRuEwz8tE3JIx^f<#gaZw}4YZv7C#yw<{H~lN9@=g%zYs
z5z5ASBU#uIj${N51GlzXVkC)?%;J$@6agjFAvY;r<pYFdRvecr31ni4W)O@+93wz@
z3}d(L7u@T2fj9wG=A@LzkcW9{_7A_j+fDsiq(q9>s^xEuxY4d|`M&*Xh8vy0qV04l
zm42v(iB0&^m&@;b_KF=_su=&wg-G_hR0U3sE4|y`ny3$0;!`x+p+MK)-;}FQ=(OFC
zeevma!=#nPpZD(qCroDP=?lB5d`z50oe`~W`Y-C6TE24BWE}Cje2U*nP3UBgZ39ok
zCWw(EI5(cpl?-wOrd|H1!1KsX>Q!ELF~*hXf#(=gny58&*ey7opfHzE?fm|l;%yKZ
z6cLAn8^_ds`z612aAk8&^+ox&^&}Z6{(4H48*ps6g{^bc0nfz&Bjqa9fmNLb$oQW3
z*O5y>Jh?!EKPCoc`91MIojGQlu=KC`4L_tL_4cLqCf-NNkaNjL>hY1NH7?}MaO4hv
zjJV<6_2umM7$BMeE-u$yR;CH+UDca@pJLiJ!b%=^A}5?Hy#Nl15Vzhm%zEZ>VS{Q~
z^^e~h0n$)jB>Y|dz};Or`H=OE-Agk!A;wO^q7NW&<2zBcK{D4(2<j`Hn|gN=GH3Jo
z*3g+PY|pjrq^ay!?rQpFO0BruV}vK54}Sh_x}OkG)JMm6#ZUSQnF0gu*XZ{D$p=^o
zH~>Mm&?sKaAR%Em9TABlD52Rc9q4xvirmUKlHtIL--R-Qumic?JLZbPR{Uno!~szU
zaY2+!3}!(fu!vz3h~K9_dtEAQjAY_re0}dK-)a0TSBsP&E0NORF!;5t2DY%a$3sMp
zCF?h<c`hJWm^zC{Co?fk@WsYvm4N*-dTl-53QL*gFq>L1nf^e6ov6TzZyqpMbEB;#
z`BZ<*gt~b?a`j&A?scwqxK36TL;jfjS3+KT^&rju^V!PR0YQbTu;2nQBpQXbq44t!
z+`9DoxT+}P?%#H^@jJj1Zg>9y{0qIN>a1nx-n%F{B@qT*ck?!;?^3R*;AhmsjEL%z
zBS6xQ0c=2)#HGGVexb|K{fNLSpV<h~`ZtS7Z*hq>dE9RI-;WzQx5fH-lw{-rgM#K;
zTWd3>j7nq}eYWX80U*Z_^U(4!jyn1JiHQ)Ax0_ny$p*{dCa7CM?e!U>i~@^{0-Gw0
zy*~dvk%M67rnn?!jaMTHfpRnsZ)x`)=q0U->RnqE361_aF}v{5=7#c7&CuAy-1Oyx
z<Hrqx9o*3iTqW&J3{Mg58M?j#Tx<-mxDI@~FPf1di7rk<BV({wH^@*{nd?c4CV#2%
zBYVwneA3GqYe9-MIgGEKUQRWL>jh((G^OoMYBl~qX{5Ci1K^johHnSt;N>v}B$By9
z^|zVjy{>{mwpQmCmF?Z#@^$=Xi^N9h2aHEM29K#Up75+_+zxJF@M67E7SeO)IgA3)
zrEDaf9u~8HZPY0gxufB2J^hRjR-!*NEF~RNY#J6OnYK2T2p$Ej`lc}%*(Ps0FQ+B}
zvmzJgx8BI#M$8i-{e&a2ErUsn3@?&bU%#j~sl$~kwIMqTd&{D7Nc1ZOmg>LVE5Xgt
z6bcl~x%YsJjWM2!C{41KISVt@u%sFy>UBEe0|WLA0VzPS1{Qx&1XK|5;*3sV!?a?2
z!;*B?g--FOzy9-vB4dNm%PpfPMdDd333Zz(b-(_L(bF*2E}OqHDTN$EH{t3;6c$a2
z$4%+6?lk*+vPOmlk-m`$*Vtw}xW2BVt*<qxzO%+GJ>Q|U2VVub{C#57Mtu3QgLT)T
zM@@M@&0rK9Ltnwvo+?9QQ3R&CG2r=)CsV%%Tzdtu>e_aKXrkN!Vn?cuhr5TTdL}@u
z(rw^9tR@85FNwJbuR$BIf=jmj55?6XSPf1iOpwI~#-Tgj8<`_*rsEM!CH|GI8%gy(
zV=90N+vDKAOW4N;VIST7N^$Fb!*imY=L&Jh)!RRtKfAB*6;f-Xwf_`Hu5l>-{ORAQ
zBE7toTN8S0x!H0!V7Gc^WafogMD4U`h?1~E*+fba$)d=b=Y7wCE7|CuBpz3x-U2;=
zP4Q$(JqM}P(VXzM^?6l1;^^}Vel-w$#h^)xzA5%`(^Y@(i26CB;_ug7NyQW-7{Hf~
zNOu~?j?@c#v0Ca5ODn=|s{a2_WppmlaDpm3!uFtI$h_G&0u7byH&@r+?yedjr#`o#
zXc}b?_c9`HsOTwLPdtcKD;E`TpyqKBFXqbtQ3f1`Ze4)#td1V9@x#~Ab*V9J>{iq3
ziP8zh-r7UN5&Z-Z8Cq;b&^sEf@Xy&H8qTW5NUB+Cma8_Bg>e}8KIQAFMMlm}Qv9!T
zi7x)T`i(?&Q%Axdf+H}j>O#O%(eg>GQS8(u=pHB*4gn$J_P8{jbJ%7D0L|1w719DG
z&O(x$3AhUVLp52j|1}}w3&enyYr-Vi(U}%vVBFVWvia(F&&Ly(Ii_NV(k+IJE$EoE
zH0BqP%z9(>0m&=}j-c?;e`5;B+Otvk<&}Q5om%fbHHae~_`LPY<<T)1Nht4QWC>%b
z)C3gdRsRT^-U-s7xI3Nx1bewPDeV$`k+KJtQAvtVxDNyj9R2-(f^3--4Dt^K5r4z<
zU%U~`G}S@M$GE85t&zbt`8&TOWA6x|Ps&V#?~5qFXMTknCMwcY^5nc`uU^7M4&j&8
zL1*G4j=;9KX5wk=OAQ8v4)@j_CRp&SB46LlK2%X;(efX~VS^`&37@>iHQ4<>J!zh~
zI_qWPjYe{xx8Q$H4ueb`>vYnfSu`nwt+b5hm>AeIbxM8i#P1{$vky6`*=OMAN4Ml^
zxo?vk{O{_Ev)2jtwZ7fIH*-J3XJGs@4KxNg{T%D1zR>>sW;+rIXOwD{SV8EYB=$c0
z&6;fG&5%#2yijOhassP~0ycax7oP;aw-7l$Y}J|<J)C-?VMM${9$nq#9)0>W(<`uk
z?0z#RZ`O;kO2uaHOD|A$Lv;K?E)fL(s$cbuS-+W#Sw6GuX8sk*c}k>g0b-v=C=XV3
zTL5)d?<mB~R=I#OPs}N5<2V$`c`W|L(0qS(gDQ2TrEnWNx%W#{`^Sg&+H~42js1Ie
z%f0W<N<YVSo^^KyKkGc5<kxB_y>i6=Dz%e&uoHlxy`U_|tDJ<2FFu);`!KCgD|J28
znOtj;Ru~!@@q77@GtePut9L`8t?hJoUhU)n^>X&?+n+#O)Ba8lEDd+Mx8cxwcJy+d
zc=&Rjv@_I3IvLuIIQjEwp1i-|1E_4ov1kb#K*er8hwmch)k26D%Ytfm&lW}kkN=Tl
z_qQ(2djgM91jgNq&UiJ|uo&V2@(L?3{RVD-yAjyh_IRUtNcH^tOSOx$Qo~l#LTUBf
z`A+WuqVUW4;t#&<u$_sSZM9%Zj`%>HFMHhuto9egY5kX;tve&xe~fi^+q3_?d3yJ9
z0h2^{$ntL+iI#vrzkh6BfKHcNSRI<9ul%ql(s?oIKTufoSA0y$E-m-wQV#Gs+Uf2u
z7KOX5rg~ng@LgH&FCMsn$seI+%ebcVRUbV*+nIRYX?Z%mnepJGPW1pc<>(F(zpTJe
z*!U2xbPD#%EpH53n0nI0|HD`CoZ-FUKvl}N!>X9UEr;%}E&dPA5$}h%=5kfOD1}0r
z^psL;U#L7X$g(1=7sXM-;<(Vk!*0*=0XfE~>ekTvZJpOYj{Z3mfQgdzvhuBp*8}bi
z^$>>(_bH>@&n}gRoZk*O=Gs_S<=D8+mB>w_!w|zqxU_nm-+yt9ON`z)AD6`Ecm0rg
zVufwC{j@Tx3wd}KP2i1TRj=UH{`N;l@C`#WCgEnL8i4`-u7<;V^hTsL{RxVJmaHKp
ztq<39p)#StBn)1(BaM+DG_oWFohS>SIE1a9f#CSTNz^wcZx|m}A^UsnPnil`ULfTf
zvXiML+BXB-0Qxi1xgSZ7T!r1o6ycZU|5B9045ZW~Pcb{4)eOpH565zohd+acX*#3n
ziW!E{3Gc?4fffT6IM2{m-KrH-&u0Q<YTvz-u#5y?xt4EgjL&$)7>6RL6)C=;8)efe
z;-#i#wl6y3>s9lG#wm_un)CmV)g0^KX7p)z7-_apIP#$#1a|U2`e~cDz*ovxN6!R(
z8aa%qH3PW#wQ<<|kJYF9%p_1-n>6HELS4zHj_O1oQz#EX*{BC^*q-o($XI@3(ZRpa
zcoD|Y_2*$23r9+0OCxn28a;&4D2n#bl86h7W&}(!81h#av?K!*V%?!)Uj%>nma;16
zF+uAqixAof?<D!07e@hvAriuN5N=P%#a1W4doVS_ewwp(K6>$B=Kcow@!`}l<w?@h
z4CjGscIKS+isI}K39BOyKJI5dg!lBnfkqc9pk+%*47pq1X21zy8%co@Junei#^TUz
zM;afWDAdV7bqT|bL8BW~7BND3Oubr-Hafp5HL*zGt-7tVQV=oKT6#6Up+JU=@jBCP
z@V(B2w`cA6-_iYuTZ(lI_1;hPG<WFC>?GHR<4m&U`YG3#h8cXz7M#_MkC>U`p7lut
z@!DNsktU)8_3Y{b^<DzaA(bw8f*qp{C{LYNlu1(KCr^z~o`EaN-C<f$XeZ@|dteE6
zMqmJ~<7RpE@VJPQ@5(J5PX{$u?uSpaV0Sk`Pee?^BpBgml(ngTWSb4i75Q=kB1i<8
zh-qxu=`M#%uvspFcT(Jev6vV6h(-R1()6-)gZPW90X8|m=6?HjSwTh&9<x>Pe0srz
z^ltKc3s%oXWeV0j?RL0)zc0O?(#+bZ;)cf2*M-g~lj-bggB}~->tCXnM-(o}zp(e%
z#e?<68S`l3Ky<ePwcYvb{H4?x7&^BodO&Z1b7J(csxQ@1&8ZWG!R2p`eiUN(!}i<5
zl?z^u(VBs%llaQw*e_fgj}9rG6MU)&JPeV|2}T#1dPS}Yy#Jw_(Jbnhr6mu5Ms-EH
zg<@Q!7&4!~OD!D?=9J-1+`0_cM9YegDe-J-qGHhOM}gWd>Wpt&;E&bWLC1`84htJO
ztxrzp`P3r5fE(k5hZ&cyO6n4z*u)OF)RQGTPmyTkl!&x?5t#BZTfbU9C0SCXxr^Aj
zzKQ=X^HKji5tj=iOR6&LQ}#&=J~1Q!eUOWMNVtn1%@*7K0-v__&=$MOM;HskrH8(e
zrF2hEoqQ4Ytm17Hq}o41V!#t0*s0b#`a-*H74{J$|5^%admY(uU=otJP$EI4%rp1t
z<OegkGXNW*OH_N55I}q&HpmKBn7MvUK1DP(&pOJ0%`VE3t2RK^`r(q7jq}GgJisRt
ztGvH1W}gZ(dCZ&lQ;Xw87*qazuU!SX^J@d7)m3@M2OlYbYmab5vB`^>0(9X520q|;
z=6k&v8J~Pz;=}>?mP1a5H`i7VWM@L(r>edvo!73@(5vZM)m?bYa-(Bo_`V}+lW;T=
z9=5z#?mr$Mo=stb^u#+dc2!73iqj=x6eBT>q1Lu4V7x~_0O0G0O4pyBCk$$PIa3H|
zJhroW_0z(hKg~%5u1Q0tkkbriW<pk`YZXB$m*CfxN10;uz=2woMN12mw32_#OuATs
zqMQYovXUMryc3W)6T&ZjnY|=Ywyll#=;IbSnxQ!8_)*|P*h1|z&^M^Z&DWO8)qG<m
z(23vW<wbe}EHfU92MU_V06~tM;A_{m1_ns4Ur)wSDde)0pznJQhnSkn<#ZzNP$5ei
z;LZoHMM{fj(=DF8lPI>Q6ZtC1+okUE$3Nw>r*mrRQ?GGBN(eaK(u@XNUieBA&Ih>j
z%sXj}W+@|dS>X@_*iDLzp#hx2!>*wGDNsb@I`(odiYZu;O6%_>nAys6CXUVl3~<sP
zrTytqJ<JZr0~+RjS!5B`9v;CS0o=Ya8IV!1*n75YNPybBva-6uArzwLT_vS3<RZz$
zv6sAW@alDx-&0LMHFkuQAkXdGOhDgU#EZt6^4=!jGW+`a?Hv;{Ev%V=v03;%1AW&P
zP9K9X>l**d@PWgFd>+mgI>^#NqC(E9TBG0T<dcDOpb<1QYIf>m@9gseO1GgVVE3qx
z$oh^|3c<BRTD|ncDV>O4jF<ZWRP|usUFI}PvGs!YPps|TImze)Mw?TZ7OChyYBFn@
zHWxLS<L&fO;fIgIJP;{ghi$y`5f^KHv^sm1@ifPcp@5@&F!@cPu?On&jS#-pe~~v<
z{k3NsZtM8>OtX1Z_-L>j-FsD8G=5j;UjMbX-=&^^q&IsW{QG&6uGQ;SF@1+;Py7Y4
zS5}^F_<#3T($;uv>=YjS=GEs>bBpMuLUSAc__4{q55E%U{slNV6kTKVM8TnP*C|7<
zQ+5{M83ke<ZBjp`i@i=2#hqwWq{c*egl6J`$5Lq&s}$(|k-VZDMd4heiIi4K@8?zK
zKqjU@+m*_$P9^>bfMmuuq+*$V)}5VM+fWDX1bzPXuW^i-(loBx$`SEwH8oBf=T%w$
zxzEbp`<l47%U<zy3y0#dY{nzB3W8$~9|`MKb}5<Q<DQ~CVBib>dvg=}@>yJ9b3#z3
zd%4pWReqUk{QUGLd~_ei0BH*Z&M3SWS;t$zjAS<giV6w)o`lor3WA4_I#l~r3%K6k
zu(JM%7ySVDi4z!zY>bXf%~B~>_oZme8$h*IZSTuSM1lFPjS+~^JTJ1SPe2+XMd&(s
z7Xwk_Es^)4DJ2UIZ0?GI*dh$c0Enjl)pxF<A~hC7`s8~%+gdgCRU-p{j6jo82QmEs
z0ITTkAr82OB4LX-qw+7l8_yCRoEqv&sg->|PCs<%fA{A*dGa|~oT%}6M~!Gm)>=K9
zj4Q8&*vui?&b82>=2p&6yvRHS-th06jZ%4!3#&wfuOfDut0~r&$iR?U0#9W+!T@H5
zMwl@Mn5rEA^MWy{g8Tz%y8=j{W5hVN7!4s7-C~9SmID?)P4@WYZaH`ahM*RdlcKtV
z_#TDx_&akzXa4}z#KY0d!reBh5?txCzD{TzP&rr7ahKOASI|DLPTREMF0`JLX_A$U
zsP$Q~JzjXDyPbh~)F3DM+mqWn;7GxGd9@oZBKfwTJ6kS7=)aQUvP&1N41mek1wvc^
zlZ^;_u&+cQwz-cumE+-Gh!@Ez?s#tD{r#HP;5G05Yww5TCe{sBxipxkZWr)$IWh_}
z5Y$`%nHq4K_hMulU{Y<g|D{>YfJ-UTo3_|)DU&ukU`qArC=Qz`L{HuUG*983=opzd
z`|6za43uRsl09z#fr$qAScW?gxq{1@@;aTIMR6K@uzt0y3btrdOa+nB1Ua(+>)?Sz
zM6yFZfys^p+)c-?>=8u_SQT|*^kxV03EL>#xWW>>k`g1;NCXG!CPcmN2JZ(c?podz
zS%g*9P4%fMbK)1y6|(-yO+^nHB}GQ16QghLs=@b)Yx>Z@kSohc8@PbF_4P@YT9#$a
zM?v8J<N4J!e@_5fOCKLZMMn2Yte86Eje22H8bAW19}wJht$K*jNf_m)00F$X^@1G^
zxoE4d>?ABcEI~JRt1r+G<?r=@BhnR^6v{hqaQzJ9T?EiPWn^qE#^V(BDosNP;#4|H
zFN9v3ib}%x(v}l=#)Z3GJv`iUDzy3q##T*s8VHDHDa7<|K<4~KU7tq-z}4)S@kP$%
z00UeJdn*!olZ0P{eZpmx?jXEwlG;(Kvn(o;wUp!<p_BNAF1-ijq;j8u2@Php$*TI-
zJ=Wnt16<bcXx?Xks?I+7L2E;emkctOs;UgE21N|-00cFH=^|?O#x6pcRJDkz8LV19
z8TzuWKtMG1HZ)(!UkLn-+F_;Ebo%z@?AW{ISq~mqF4;D3c~3M?J8AE)4AWv63s^@_
zDOMMM0-IG$WKQi2VFfT=$}&Ne_{>MbK>L(#xwv$o8ZQ)@nQkk1CC!iBjFsw7W_zti
zjRc$Le$%9XhzE)zZG$6qZ5^@B$-t4v@ceyz@>a*GZ~tt_``WEWQ9tqFPg5$NRh7e?
z$r%<5g(1r;v4P@Z;Wc5uhh8YOo^(D)oBMpa6^gnz`7=b?Ix4`;H60Iy9+QK~BNAym
z<e3~p($?+|-1+*8Hr&NlTloG~+r{r@oa5QyCmebG1^Mt~<0VRkw7ZxyKabN4-uZo;
z`z=$aOO1H4FoLKf^8V)8TZj)uL@+gllE2;P`GxWh-@S1E)OxWp=A%kH=?w*fw5M~O
zpM2(U%UkEwtq+fZQIWX#BviV3KKyT5p!b)M^D~qx><>k*Q}D83^2T<_lPFr@IXm07
zrm){F*#n3l)zQf(o74KA(%(tUO*aCKT2H@oqJWyI!Jo<18mqnwQ->F@s#^o^Q@3n5
z3YIqQz^^2w=xv=`A8qgLj9)q$(0(nR_V4T0?2&L$=W~m1TCXj>WjwD>v~mf*^EC0f
z+-I6&$$DkwCPmqZdybD(rNYFe04zLL!MsewJ(v4VDLfm}JP-WbT<-^DOGm#q!2ZG<
z#c_k*QEFira=}3h{r&dX*X}>AkZW*{w@KM=-u&L}{W`K6%c#7xbBZsPxuA?h-99(~
zM<{mebYckz0+0Hl6-@^9#{$_fz_Fizjua<AN1g&~y3APJD5N5crS#H{u|GEz9=S}X
zmf}>g#HCAZbh**#3qr8lkF4b>&%}&?oL~!_{sS9dfD+IRyht=svna%412eT)y@wDI
z1Fq-BXK^8Nci_R7t>fR)CqyBM(G?Wwoz1p*{6nXDutwA6sutZ?ln2^Aku48*m5A;R
zzL&Ji->c?miR!$_^m3$%Jb`udV07TxQIgcgbnSl%JHhzN&x1`_I~z~%ox#cA2xNKP
ze(-!B#Y+Hu9p&rDB`_yOL^SB~^CEBTBkG^<-oZpBd%R{z(YE@;4Z!dMIBZ7t5JhOy
zX>2UtO3JV%p~HaB+uDHcx+E04e((M~3x68hpg9K0<6X+AaM;8wlZi7j0<0{CiF^DE
zsm4I0l%&dXmuY6}>1?Tozavf+nP9B>3T+(@q1OE`^iDwZK#&RYvk1jo7KlOCDj$z(
z`A}n;6g!iOhwVxLs{ukLlz+v7un{s`@ztUWq~yC?wPFv1ML*?OTnF`;GjeUnyqM{)
z3HyOhq?ea<a!+G~+t~6UkLFlXlQ0Wf-{2C%1|&}2SFr!mfauE++JQThUi{&Gb4Teb
zC=cp|ctTdSbCe>Ap1g4MgwKW%UL0<u%4APX`y`lHclDR%9i+f8dJ}XZ@!^m9;Bdzl
zk+M>ZF`*L09)}XJCMe?5MT9)?G4vQ6BpSQTvK!Z)oNVz73D;(VoT8~=Uib0>?4#(%
zbFT_nWvV4y+~M3V*c10q>#?cz>1BdAF;npNSY|#l0fg~@#MvO=MND=e+A?ud`1_7g
z>JQS5tP;3cKAeJtz&hD#fZ62ZA`A_RnlBPTLL<<p8f1pug^#xu?ZR)W>YlW-_<+#Y
zE<d=3E#Z^58Fx#*A`E8%#$N1yB!>P_M_KbChLbMig{>cPET2ulo7iTEXEevIm+%6N
zxvylKFO0E%DLKJTR=E`c;iI646i$#7;VpwNNk#xMZ2}a3!23R&f`b<w?{N%d)F=ek
zt^!iL1^`UgV5H*74JLenBNM9TI)O3->GtPO7LFCJbEXc)@asi7q0?oIl%Q9%TVq{5
zo051zQw#9_YJDW5lZC!x)S%{6&ugk>XwE^}WI=Gjau)Iy!;T$=+Z62rsFDSF15Mxr
zKp}@ZANWa2P)DkL>TtnQf0!-AywhOZ#wolh<_q$?He*4StzR+aE`tynBb<`@vLH8a
zUadtj)DgPVxjDOcu(?FKkW}tByp25vLd1O%3%K07B+wo#7RSadxF7B7O}7O)B7l;p
zxndXMFH>rKYdTzJ>jaEJaH!_|aPb_TQYG<cRqH*rkz(!bl*OAE+HOTpHZN|96-PLT
zMr+&N_nhJ+yZw<!PTids8g)Mz?@`h6Mg{BSj{V$(8*gIurSVtSzIoxb^>j)r?JlPn
z7FTeW_@&(Gwe)IdNgd$1MMV<=QWmI<uhCPjIVz^DXDvC6YM5lS=z-nkapB7S>(y{v
zPvPks8DIq71MWyikamRpm4NqDtX+`>s@Of03qtc&3?^mqSj!sCL=(lB;1oEMP8(}9
z9t)x=$q|Bsd65TqedXd>zTZuD%Ast&9C>ZvNqgQ|>RW4|5s@~A)7`Jv^zQh?z)m!b
zsBvW%Q8`f`;UCU9c)9%^|4O%}LWLO*Mf*eQ{4i{f9?;x?)}(LCq5-$-2r^wY*{q`&
zzg1!s;Aq_6Hj+UT_9FPQVj%?y^qST*B539~=mxSM5Z(DM#Bndj<~KaI9)>h?{Yw~N
z??|4CV*T`r9;09Ss=ju_27xS@Gt(D~sie_P(9^dHE*-|gSs~o>r4ciHS$9`fnO0Ys
z)}F^wFyPq*0w3%hUN5zG@9AX`i&>w3<v;A=pw051%httxw8xo>2~ad4w|?MpJy)ke
z{n2>>#3CT%6k*i2#JtBVLt7p_c5^W*Zb4s`ga4b^+AZ5f9B{uK1=1PqMc<2AQaphs
z88Wy5w}c`nZ}zCUq-*kB4nMfw!T>~Ii-rcqHZo>sXTN+=E^T*|=Ahj-_<EHYFZ5oP
z*&NVGm+Jy)s2dZo14GqP#cz1q-V!X$avjX_9jxxZeJ^P?$z(p6W2%tz;@4_-<f|+H
z{5lyVf6Vv?gn4f5;B$svM!35!jy>22^!8K@+g)GIsZyN;7G=t_R?T&>xO5WinVQE1
z;^qlHH~#U;yYb<UU&8Rk*dRV3xGrzj9__gOu-kiwv%6l4@*i4*Xm>i#M%_1Z)MhNt
zJ@@+rUswQ*DIuq`#MRoTv@-FAsfH-F{QONGb{a(2OsINcmAnO01Xa15%L4{0BfP~t
zNWx0#c2$>B_DbyQeZI$6{aH@pXOmK9_vpf{;#y@*Za!;evIn0aT|Vd^p81s)zpg22
ztz%<WyC!Egc=p*`-=w+n%E}{cm487G9vHr;u5R%H(lKlvD4M$M;<~NB9-QkQoJDnl
z*Qd{gxf3zpFle+i8yu~HUqDJyy?tjiO7#}MjKGXauhIHS@`Ii9XE5*D<~KI{0SL<Q
z)}!U`GJOOM_vC9XUc9TtwIdFQbP6*aw?MP{(vp%_b#-qlD&}JJZlDLw{J51+Nis4t
zK&n-Gl=1B+$4vlK{m2nPB{%Mc?H$l9Eh`5pVPq?Y{D0mXa(!KFfCl=@L#(x}twZw4
z(9$0wF=ejnW77VKmK5NOdwM#waaBS#63ocBsOy($4*R@*%T>L#u5JRY*>QeyL>B&V
z@v8Q@ADdnAg(iMr;|cU6r%d(+j0VongdBPW>ICvSac&r_qo%gme~RdbkB{M=60+lZ
z%cT&t9zF=Qx{KZ_MR{x~8z!aq?jbkeM;hMlR@?Oa?~E%fo=_(ii*ww=?jY`+yfEFv
z_QQqLWv;NO1I0*O=InukeH4dU8J)w^Qm#r_w~W4z#b>_s+uH6_6OyN+x^3B9+#{Ri
z^Vp81)v?~#oM5mcuzas9@XghOsE@wU|DIahp35fI8sUT^#!|xcKGBcufBZbNqw+CO
z$SHHg)g{@*#O5j8T#sH|^{)olrEOP(p|1gZSh1h%0>iDBN&c(Z$7Sl8p6AJT=F%_K
zmAFgG83rrduRi;=8|OZ^NHzlo4kS^>jcJDvA^iQJaOg1{jUP!cB~x0VbKR$cMKY-W
zO;6pa<>fiM`%FbHHF=7zAcYC*coIGM>D8_<U5?n_mSn2=yS%%IcRK)cX@|jngRO;!
zr+H2;xW#=v<nDHT`-O$h>*~}2d(Ia>xn8tNH{j^wCm-g9`!3zNdk{7>{MTcC#L;sQ
zHM_Bw*3d|m=c)1-7~LbmV4?;mGQn?8EofIl<L0Y(jhQF$>S!ci_F$BV1vb06rrX9+
zV}Lcbz7^cH>AX+5f|w)TN3<id2WS04z3(Nrc9lrnA7@3bJa>LS$!^4IR#;$?`HFHL
zE{{gZI-BS5ayrqd=Qv@;ldikE!S*|!(a@F911HdlqZ&>!CfxUb6rFiI(|;Vtcd;>S
zBxl-?GeRV}wz)eUDUw@?awWOh=Dx2IUG5@BbSUMT`z&{n921eq+#9p~zP~^E$K%oP
zuzkPZ&-?v)J)eTgY!FBLYa!rM3=H-k7?d6TaN*-)44!a|3hzJ9A^`c&MNF1fOaV67
zPW}J|)LkL17H{9N3AWgcSBnNlU=-+>-$uf7;4ShZ#5U`CE6ot7HxsZ0c?E!z2<%2`
zA3U^(FN3~xK5G3x*1y*fxn(c`I?-J4J6YL<Z5ZhIMpG%);`^~#m+QdfN+ISEF=O7a
zwh#?wTf95Y#tH(Z*n}u&paOQ%g)DzZK}f+@;jBrr;rRJ7ER+TJe&(M2(CR`gqp<fy
zHV#m_bO1SBy*u?r(ZE@H)*uD~EGK4_a2q)Koxj~|{Bz+Ny&7iAh1;fw$rOK}Du)f@
z(X^GnL9PKFg$8kUcR69tVTD{P&vi`S@qH6M-Of<zzRHq}4KcfdH)DZIqlTl)(@!u_
zYQHhv24|(tjr+L#Kd5t<7d&k+4>dmGGOoFB=k8p&z_ZNwS$ed9_MJ5wBZqvSw7N`i
zys2OwpUgqNRzvh=hhG+Q-+v<Q{9?jT$_j5+9akvT^e(e&!O+BkrIthdxsV?~01v$x
z7*Sj0{mN*I|50SB<0==mK2mtplB|ZgWX~ff6vaiyJem~9i8!d3Zn|Q#_M|whN~Y;1
z86wr-IQhv@!d_*~R>kwW%0@KNRz1{aQ@0&g0|By*B2RV`5Oi?!N!NafR&XF6D9oZw
z1DlAYg~2#tkoeZ-qd${wOGKVu;=g?K;Vk&Q?urP<qd~92x=-3u_kRUB3w$_uasB(*
zDNbcRNi6KlluO0v7Yoe`oAa}00gu^aEy;`{=9kr@Uqu37gTX7dsRyV&%F!)HSWKIH
zBm661Z7Qf2xc2RnEgUS0a1p2o<tL#vpe*X!={J=hRet{v+EUKhQr_Hqgbe)~5~1E5
zuYTsDTmY}>{rm9&_u&Dx??QO*$@aAfOj6H%ANuj_SE{#MrG%UVRsDHl2l>^P2vf&1
zYQ%dk2LpcxW}4P}qitq_ncwP(A!}{TEXGLw+D}GTG`v}twUJYu*R30}(f2@(9n2h?
z!4S8bH5iO_8ypcZBc<mtnY49tR5NqEB?mW6Y-b3ZNXS=6_YB2^Y;EezQwM@F;kcPk
z?9Jz4xS6K?%_<#SWZ-_6IgZWxg(L2^n9lqRUt6DC(+xjJt*>USC*vAI|8}0w_nxNT
zIN0kViGIuP;&ETy>!OH1s%~hm3EgbnxPD96(UgnhhkRKE#9L6<3D->j#@wh!R;(%e
zhSz;&^z{Dj$~moXXAk72H<_)IazGB4K7U?4zWUOo>L_#2v%!yx_G`1(dIvwTsGEtI
z3>FpHXt)^0Ik3%>*L7hn582qZ8PR4NsiszRW6Rax=F!uch4)WvQDviV)gQVwcTnou
zC|9J{B|T+Ytk>n**!Al`E|l}qF7NY;Jo%U-PcdTkTDp;*!LEcGH(Xr;T<?1MdwTg_
zd%E7Uu>NWx@m1f0FonzeSDk~$bsD+H+O{-YP|s@rJgz+$Az@CKuR7#Cvp@2*PUEBr
zt!;MjaXY1Fn)S=iC#Z0~=&$oJO<~Sev=Aq!nTU}j$4m9+BE-bA{IEKXIxNVbJxr|^
ziiQ;Va!P8LAcBv^AY6l2bfZGXC1aT2J;dyxx)7yEv@OR!p&%eI+TU$-vqsc99>BZj
zzvm+rLJ5r=-SCNI0*5GG`WRca=Oo<H3coD`JV&OA)Kv+QXX^!yQ`jn>RaM_#oQIl3
zs+IJWejb_lS3;WIzfoYYIz$4KZmSG_z~5@WBM1}OSt#N8y=QvB${dvsL>!KEW&@Gk
zNS<CdY#8G55RANmw0^(;CMso+V4(-APQfV9F`N#Lw=*+Z8h&^2w}sQ6cc`c|fUy{@
zGDs;4nPN06-0()Gl7<>3lArTZiInk}T=JbK3JG61k*ZvkJa>STl#mXVTkN)HVM5r|
z((-%PpSL^-w%|S^|M0pRk}Lt$=h92WC)^^jOsMbz1<^mR=D_CF@*NbBXTsyrLADA1
z7{d0<G*qHY-8npeKWD<x<Fc4zOjRW+eC_Br;RFHreeJo88f5GFR1u0>c;s+I0iqbN
z!q@`q)1f%w*7$dQVb{Gf<2uux*fCXpD=8R{oDf9wj`Dd`M&Z-nQ?iI<Jt~!LS7JL-
zZQ<^sgAcQ9v}=mZ>Jv^?jh$kN-MfC#Tjv_q3=Cd@>DblafdGvZqC!Fu1yhmF)8-j-
z2|_qRZhM;A2&bA`$}X*@nvoMBIM}WLlVSs2<EKHVSEEAwO20V{8eCLKDT%hqDH8-V
z@*bxVk+gKrFh^C?0Q8h=hJ@?*-vxyMH?C7b^!Up-ED+}KFW?x?pOx4ur`iSHzIlsI
zmf&xFcygtU=3bAz4zRPCKmd1DyH^kY1|$FS$Mds7I(2qx{c?eVL*oX~PMQH-G@jMu
zqO??B1I&pi88dn6IzbRCkGR%f=#>q*Nvj<XrekbND1MNSm(0Wns$3eYL8~GcKX!aG
z;aR<+Gaa}HmtsIo(fq;oi5C+7r6{LMAx{BIo&d*;X_t>6N$h6yPwHYTGNmU=IBmM~
z&CNUSMGYTGeQ~KsI0Yzxge=f%@d1Q(hp#>XE_L=1<7N*d<ljSY3M>&biz2`9D1VQ^
z#w!bR2}obM5PtlvID94*=I(NI@&e-VX#(~U1_5jGjJ0qVa1fEeLt6KBit%EDCg2y)
zPuS1<>D^mB5TusWU^sXMOfy8g!ZgkmG(wI?6D_WC!sLws9pe$p6GeVWit0;?TAI-&
ziK-2UGXJ0llWCDZvvdFOAX{1kM4~wO4x1OekAf<|t~ehngA}Ku5iaBmrlIegbI^=^
zgN+oLIzDY-D}@Guw4*4X!DO|^Vh>rAFsQhIVthA~RDHQ1XzN9i`3XsM-C-NZ5N}7X
zGgs%`<4SN-ump_6i#R^`ZD_<4(LOtvNF7pldr(HHLvX-u-3`6zGQ(oLYLsulvRu5F
zN`08Gm)RZD$zi*Wz$IZ*{%gT+<cTBT)q?p^Y`_siIc$!ZMcUmumSHQ(RKPGk43644
z_Ir+mDPy|&)+N*9u>|Y`2}v)SNTlET=U?|ycS(mZA*Y)Fb)^#LmtV?9Du9%@TE&Cm
zxgS{`$vUTAn<XE2y&wDZjF64o@XEs)qvUt*Iz&HwY7IQsPEGQcx|Cx!{%20B?NU2<
zg*+Evq8flut8a__ip)GQ8aP;*G7DcWYps5l<&!M&hpa1vh#8yqt(CDuLyp2YS~f4}
z+g{(3|DX?%BpCve6d?qhM^Vd^#Fn@UxUsOZKXl|W)4raSjPh6&*#VIOZ1DB<s^k+X
z(?TzSYb63>{0@43EcO6iSF)_^vf?$W0W1IeqvH0#;ZrsE;J%7R`Bn=9EKs9UEN{UD
z|Ji*56rJ!ujeQBr5hF7?`ZKW@jkdG%9t=o$dnxJ)`dd)Igv8zY=$FBfR?>E=BHe<n
zGQe2Hpt-7StLUl<6Fs<#!$i?|XRGhk@<v7ZeeA3I!D;W!mD4=)XYC$6OrmOv&-W*_
zv*J*omd<Kg#ut7sGP3oXODtb2_b0d!W;)IUg-47QSYP>w=CG7iNQjD3JoJ3Y`gZqm
z!iGr9;9unS9z@SJ;aQZuo>i{g<qT8di=WO2O3Az($|N9S{EM#T@kxl<W_{^tm6z+(
zE-V<ZL?ezq>F@68HQFk`J|rcehfbmtnfT%YsmFd)=@h*L1>WXv1V8Mvs)&Pg7*yDH
zo*a_Fjd<>2!y+%B&aw>^|7UQvphBPYothWpi3=|-#NwK}Zz!rg?(K$HT4Xv|c*ZzJ
zLqTI1PN}jdqxoA?%fk(`6Roa!l*wy8%n|GB+w3d9;9eWM@W@K*Q@=NFDxD$9%gHCR
z_j~uEqu$;5+SpBuPvy_gO_6JzoyEeMXIXyU+bzEr!fYOOvui@vzx6U#$3jTxx?mJ5
zz9I+H!oV_7y2W%%42OYq)Sv}ADgjv2xqn&gkyu~a<IZY0G=A)Lwf^T1Ouu`7ra2G$
z%@%s9%OgL26Vi9OzUSrrXQXz){F{xwol}JG{e@Zv<FDK$l>rHTJ$=0#k*6sr-nhLv
zR`B5A^&bZE4IXb`N~sd5S|_i4w{#e}YPq2N%1`J~?R<`gXwvdFN9|{(*amK?FEi!Y
zFpq=h%h$(bCOSkP8=HliNZLvI`_m#j>&0SKwqM9RDnA!iH36kiZu1t|wJs#Jd>&k0
z-QM3nV8zVfW_MBks_D)yPERr4r6O3GCHW6X9|`SnGPLWjdD%LB-=Rt0=1%oU@|G6b
z{9~Jh+}X7A@ApjX{N~@qil-?_q+SfJO$;fk*!-63aOFz7E}m|2^`?S?r;=iMv^s1}
zGy`?!vz0@jnkVLeqSOUXPlnVVPsSh5Q9rVzz*+s01$T>MI~kdr|I9943Vm|vSn6!N
z(i{eVh!kdK9(Lm3)8cSmSlZ2#dFSK#q;!-GvFMN#{Cp`GXbl?JWTmdQTqQ4qFQ-;@
z+ypZIi&fq+(Phu++C?ja6Z7h)>&kD_)=b<8mb{}Q9@RqJfJk-=K-pR|;1YKJ@}y#0
zhQXAk7>k_B3BwI)-bN#Oa2Y~uU|ZEhj5KGrjr5}c7^AwXfyK!i2`npM8E}>5BF^#V
zIT6q}Mq!qYTN1FNng2%L{GLg{GaZ@GZIW5BF%X#ukj%c0ZbsxPRsgR>iZ9(nP5wLA
z!4o;sPmCd&4fLAiMvVh6;`nyz=n`9-MF=rxonui?H_LHwtOKK{ASWu@jYZ}Z%xlHb
zuE12ge;}{0XvZ0F#pdx&oHN!9$#l+N{6cwTZw;9JMExwBVKC{-Dfl|!%k+4yO_bqx
zXz_q)XLVO;-rD3olfwGjHuAme=Ie|74*AdOHP!0RsNHk-3cVjNv!JIXh|`?W3737O
zbu<a%g<RWxpFXK)C}fIJRJ|?UcIv(b{=GUIqz@ps05o&<I|KsO0dzk<C6)g)KIND+
zVPpN*l>5#B9(w_gy=}L7r=jz97H<BE*49E`MB)`EuO0=j(Z|aHjGNC3?Q(1$^M1^J
zeGJ+B!P=dJ)q<tN9kd^y=83?e4#+S#8`N$ZJh$BG@mzey05*+zGDHv`fdz-nL*v0*
zL&QQF;6-b35GiZRC=BFT?(RNEzzTkKxwRVYUlm7m{vWUP79!oF>n9!8P_}?6^9T3<
zW(@#)*OF}c=$26#BWh3O;k+UspEdxxUA7!Om*h9#0P=?cJqJCr>_(-E{J%+u;hZHR
zfcm9b1G$n9FoiI&1qg-bXi^MF)jyX=2{_Jnmj5Pd1q{t&1}nK(gfK&6Fxe`FnPk7*
zTvqZsxdgcB0sg4KO<-OROf|Bk5O?^~&g9f$6(N@P(^0C3LMikl127OFV1V+{hLOgE
zuG|`XUG=Ic`=jwAC$C=^8oNG6sS7B)Isgsa|Eb_2sm|I_?&$zTRh3P-r3Z>cPmqat
z<qn{hT!x6guBx#Cm&dld#5{jF`mW~y5Mr9?Yah+j)>^Xjp#nVRe?Z|C*!$|Q^mkQU
z$tCF2Z9WXSe=uJNn5%BEW6!tY>a6JSquMPX?o+O2td{g5zZP7|IaW(474t)eJ^NR8
zDg6kTjZVntR%9B&m~9{?s*l|6ALiPTZ|lA4w7K<KC+yqm`u#gzjS8O~g&nK8UfXbf
zJ3m=1$oP&7|7)@aD720Oxd9b09iDpx@%mT3hyWkx<32GR$m%P}%SQ!%f}EF^ha9Z@
z6Ux3m{<{VHw^hB2XT6}e?N!i=5T%z`YgeF($W?Sq8I9~OlBYq>79s9~Xaxjp3`Z0R
z*dg`5A3UBMVt}<ba>vv0jUvHrH3+F3dc1q18^O2UY(6@>2mbey{oe`Qzt;@=MBVyc
zh5tSKU_02QZ{2lr-Tyn+yS0GJU1!3Ar^TI?mag-mUT>vUnfEs$7TXvvP~WPHCFh33
zeTnxs8`psSXuLTA7|ecz@3PkELn=-<#)68|!N%10=J4IaU&48T&dSWu2!=Wq?o&w`
zCIEPl^hkl=XzY=Hx=hB`==|n7_NF(UZ#S|@#(#Hl;2)FuM;I3ox?gJUb3k9eg$t+u
z*<B-UOod@s3sbvIfHb#@7`{pEtDb5EyS1g_eC_u=ynjV6)b5^eh}>n)O)lm<RBDRw
zSzmpJ^v(N(@b0+NHPGZgKYBj?Qd4k7sJsPkeK>PO1%umN?m<@Pf7<%Sc=2>IXQsX;
ze3Lo%MO~Pn-w?UAb^KnJ&x&5nnGe4A{k*_lhBk8-N_LIv_Up__c5hVfTEE}DQMY)b
zZXb3r?2<{S%YwGVs-DDOokM>YonNAa`O$pu^#xj<=*hLN|Dw|0d>tRMSTR!#l}GE3
z^Xm`t=e22woDoTq;OiQKgO9iN_`J8|dG^OxxnuTP36bXIx?~SAJ{<NH#pg8JkK!Fb
zrS`9hHfrf|=28X1`P>d6(K-c_uKsH$wc;E1Pqgh6z&35`G|t4{KaraD1(p5`^W)x4
zP#t8D!<lDRbPirj5eJ<?2dk#iEY1UhbEJ`An_4&7OxWa>YTbi#1PWrv91C-wHF8DE
zIp>KUk^N182_G`FVu5ZKRV*U@!FIm^O%%^aV4{>Rb6pk2t}*xHi_y#2AwU5QIJ{K^
z#sn@a<kN^75E^vmSuj_OZGtzV9pJy=u@-22P~OU@85z?+_q1r0ZU&ITG!%_dN<(e@
z_^_kK&0VXY6bRrCj)8#Ayz42u2U2|}5sye2`Dg^d0T0L0!A3Blau1-Bz9Q1^z5w|e
za)Sxlf~a!7rU07pbIV_~&s)$?TKlPn2-qXEFc=vVi$?gg0I{4Fl!zbsws^6)e+`~?
zm?WhNlQwZ_=Xt64KY*N<qXpR2s=rtj79Ti*NUgqGCj%ZhmTK&pkff;Ux1&af&+@K#
zgD9%)!(qk|>G{5A)rYk;oK5%s3DUs^zOh7fkiq2~)0kO!4qPaKKYbq437EwpL;9DP
z(LkVmTvM0r7uWSfspW^Z2*ci^R{q2rJebU#qAPtEApmiy>}`7!bZ9yB&PC&Gj((hA
z&b7P4S4B5b+3h%I_F%kFikNNF-<mZzhf&>-fH9Kul8F%&0br@3h&A;!?_w5t$9RGV
z1~CamC$MOJvFeA2m~xWGA(|nn4k1ZIn?Zr|7qcy`tj!0>0ij9?!ySbwsO!-vj!jgV
zw9Eg~QxSh4M1v@CxkU#H#>@k-C1*c~bj@H%je<-z5qqu$Ih`HOhj_?$w&rRyeo()p
z6*stt$JV@U#g#~*1zKJ_wOEoi;YRR0e1M2b1!wi5pTebKDSL)M*rffa7xbv$eJBZb
z%C4KLunByrGJ@n9RTNSAP$oQIz#l|{rQDt@mPf$aQ0>>=OoKC`5$8^fhPWrjU_iJB
zxAU}B>}b{CIt9ev0u6GlW4nNl&r5*Of`D0~HF+U~RFSVo<ubWIiXi2(al_{4UvHSw
zh90yC)IVswlk|!r`Tl%Dedq7QHA8K%z1nbsujJleU~i6*f1RC~FB>3vAJ)SmsetGf
z1!)#k6p6PCNM&C|H=^^QOwa{LJ0v5~BH+o@LrlZD1Uy!77A%G6lmj4~7dZaKB&ipv
z+ij4&cqFMeD8*1a5R%->_4c@hYr8>0`<(iE-WhA>gsq+E*ufGuX&&>L;JzZw0vEH7
z0c|8a7)l~JT0}lw5>5(H+?#vh>kx$@sb)qXHnAgq-eI6|C`I-2;iebs2Nx>E4&L)a
zz=bedzFASgc<bE8w~ac&@ljPb@a8lAgvNc9)k)%Al@^poJ$|uc;>{a%K@+U3Tr9-(
zC=L2q6*xPtRJP(WXyo^(HeG2nq8r1hkXYy@_#3kq&$r7P#dQX~mY=$PshA<f!;<7=
zfd@c}muPS2Iy!=6?G5Q~NP-Dy1WS>E(6Z(nl^>c*lD?Xj>wCA$U3Xo`{AXP7$C8SU
z<aYVI+_6KopZU@J?SQHyX!Kv=8MH6YG)P!R_E+MkpO#6-qtJqcdFag|L<?YcrqH5~
zY{gF`E*V|7?>y=Y+++=~UKH_MqL~$Xqp0>pJ`hw*0f3cS2`3>zF~nzgqd;ua3->d&
z9wE{`#v>w^5YbV&9!OWNB-J>oi62ye#;cVO1=5tY2mW{jijX^y>HmA%EAf=A^!-Pw
zfvN~H>3^s~R+NVfI_g@&#%)vrf+LdlmfZqp6~0XSe}M02T{0wa3>JklI;Mc|S#H0}
zv%G$cPIwCtX<7=oE?ScwJO=v8WtUgR>-OyIRqa$w;il+u5$1ifr`@EHeEbnsB%BTh
zgs40pI{$FU6v!yaBjVNHbHvoxy2Q}FowiajNqsDz(0lHDNQj%~SqU*UZe%(4g~PI!
zLz>?7dw>v@&vI;FLQ>}DY6<f~qDEV>arWGUhzPzU^^N-oJfcO{S<wZW*V9R`8Rd0r
zSC@ktk!b_b7skch$InZ!&pmE=)pYyA21<jo`#`u?kl7{#lLDq<D_&9<K(0CmWD{dv
zG9YvqkH8;Ac1G3rKU-(cU@`vNXF@dzc+SjQ{p$1L7Z{xe52En%PkU2e`bWQN&2T!~
zqAwEF3wnI6xbWnRh3CnK!lJ#&yf0+pvi#l7X1^(UT{CKB^{=v=%TB5B=zz6GczCd%
zr_UZ^q-)0U3ER*6&$r*bjd$*#G;RJtBgbu<>YL=50EVXtO@nSbDd8G8?a6dFfB%Rv
z9{HBTu!i>zUZRc}WrRNG;qn#&Er-*9hfYvgU5e;uz#V$jjXJgfpT*o@aLl7}d?YK7
z`PC=FKYyk#j&-El<V-g=1mE+drZO1fa^_V>w88`Z_hu>MH@uux$HjMpI2>H^m6vJ)
z-fP?kMS4&kU%OurqN7+odG2_lvHZ}9H)6?Ro7~G=FU6i0D(ZX$R$R~C_DjshXZ0&_
z;YwaS#uIM1=YYuFUn)+D+~MXPVz??)*NlzUEiYT{jrf4?x*#VdEJeJYy{_vUTlL>1
z$^Z8JI61Pq-mc(yYU-%($H~d!lJ5(~q3F3Ix+&Vuom1Xz-%rV(G7DSbPv(`o-EuhE
zt(4x0(9j@Yp>e%V-)AeT?wtA_TBCPmY^m^_jdg3!xBh;^2!4C-aR;~qDD+IVl#SD)
z;^RZ^!tQEJ&|<XnQIej#+Km#+lL{e^X^O|92}C|g^w~Xxh*hXquLs})ScCEdFnzPO
z3)=Mf#R7ocEh(oA6+&>3yA{p4&c3Sgp1%qrqqz}B);S@To`GYd#XdbV<5Eh7Wfa=?
zQ=xa3k1SkyG&ihmX6YA$(<#MD_vJo%Z4OVxCcG+PlbNc(@evCF82%1veB232;Tr_b
zGFJRCNG9uNAWQPNw9av8oM=}6jl^4|m(AjAS_Ktud=UsVViOa*SpccF?6PE30ZvaQ
z{PTf218%0*j^BLrZiTpNyk6j+;`rtQb2(Y$<W*zdtrRYp)WY$DKTh;f%c2iSWz1;T
zee?z6UOf+wq?s5!`S9mOqh=9b*S&Nn*;ujM0?fH2thKaJ*7)T&aPX>k$X!O!ppNdn
zCmXNF|3tDb+suBHkw)v_?gyV%T<e*6Edz$E*Z<-jXlP^qW*UAt5HLkxgx;-~tKmG_
z`TTTNo(S$5d^jkQ4OUt;?swxl%AcOBq@Z5!%UQ@j%r3Zh!U{n~6Qgop>V^u<!exRz
zo(t5VZ%E{DBOXSpEbAfTt^zBu7<LOMyKV5)97gtaP&9FTmpQw&DXl(`KH!+I>leZO
zxL*5Ay_(uP{SO%KgcpR@lqE5W<*wmsrl_y;@Q}9GeHpRJsoF;gMI;ZnmP6-g0Ps*|
zg$I%SBx7@5Qh*9Ba1!DMa88U<Rh?qpn4fXygy&IvC&htxb&;$CA^NLzh5B%0+KG=+
zI;BeIZBifz2y}Rpk@G*)neF_ukZsWYPy^9^X&y+y`tf(Z7L2KT!~nuhehiMt>Io)r
zJiQ9kG-(gbU<NJX)^y1ZMuGi#<OAT(%_ed4BrP=zW}#diy<31E!lwYs2bP3IUE~Yl
zEW*kg5gslqlpX`H#g8~oYLcLEbY2X`j71rT)+I}Q5@pKIy=k}Jaw<FD&N<8XX&NFU
z7_ex*h(TniK9Xg?vFNkhQL})Y2!H~;y<7v_Hr{T^S4PYCsXh9$*|!bIC$5BWWG4V=
zLvF;D6Ly;s%ZvD$Yxv^iwvz`P_}_x#aSA}el*6UN()}y}&F9i~Hc%$lN+oU<vy#Ln
z#A58-vk^`(X3ZgXLAj*H`)Hc6b3};Ymn$%1Yo_n?bQ|ur`YNkaGjC2bJ*=$}SXbQ@
z-JM1{i$h<!eOA-tgi1<!jeEWAdHc#s@swoGOK;5q*?nfn+L`alo}C;9f%!9ii$<SJ
zr9CyWOtS7rtljIC-@`qOpQmc(`NnIo3Ki`-3U1ZuwR^HG`r<Z#N*DmLa??7>$uAE)
z^9ls50Ak-O_ab7}i?hzNcDn8v%cw<R$7-Hyu;JdWpH0jHUb?UfjGgPy!ON3MDHpiO
zPwChbr5BH>9eJx^BS3bJ7hGUtpL>KdEUb5l1#L8;MYwkgcL!o9(26VXecV?3z%su^
zzJaeO6yxR{8o_m-I={7{R@d7svdv-ANOqACA<(1CLr<0`$!bHuL3ed&qVcPSTAD|r
z#JYwER;JjO5KCM93Rn9M=dX8#zauigK@%tmK}YWVgRuP+hln2{W&zyePT@lP;EP9v
z*)I$G-n7&%QL_EmWB9czP6MCo?=%+vvh&^#b$4y73~AJAas-fvejWTbVVsInb8PH*
z^woNs*x)Y=swfaQ<h*dfF(Y}1_?PXc@L++yh~VUZIx}Vgix$d=JM;c+)dwxjvL3u_
znF<o(f{b)dIZH)50&>KgXIgPyA6+|5y(Y~V_KZEyVflAF*~l3E3r(>>UkEZ-bO{zl
zwk0zRhuMViV<#_1eGY&bh!QBWkVDZ?b<bi=oF|qYim1?{6VFQDJuCHkeL3*^t0QZF
zbY~v7QXbC@K7QLhQ9l0Z^KWF{&Vt3-?ajf^E_y0UuR3L5ChyF~Ug2fm=Z=xS3qQI}
z`{MRSuA4ofQ>PpA_4l_H;k)eZd8&$eK6CF&4tsyfhP~f*n!W!E_=n;n9<YEWZOGnc
z4x%b}tF6rxryEQ^h*%;oQBk{?gJAZMd4EkXb2EbbecM33KArJvpUs?HWH;<im}8>u
zVV7wmKy>=oRPzD-Ya?bYlGf%lz0ax&YKqwWce=WHd+hn?rn-Z!E|r-k;=zLXYy0Mp
zZ+HI1o(~#u4E{U%>2z8?>sRIjqODfo{_OfBT&=`W4?m^txAl#gY4e+J>e;nAwR<$}
zjJU_p@4%M$M-YACz|>dy2)m8iq0@DV{f9nrI{kU%ukKghg)jY_AkL3Hjy_%b`<rP{
z^;Wvml9=w)x3Gp6e?1xwER^1WPW7s$VNMl!2XsuLlGEBJ(=`YQ4VI~aDQA=pskEQ@
z)nf7tZO3Qybl3FhV)4a&sk<I0j^y)p-6}8(*ZiR&d}mtNcWUNmU_ot!<j~!+s=t0=
z-!pgqNlU0EEP)mMDl2w_QC5n3<`z)7eYp7!>N!MAO~XIbW2?V=d}3(*o!hTP=M`18
zSdWz#ucm}ccR}&C(^Xva&`zh^+}0bVriYoJQlDeju-->%pT34_jKp0$E!AvkMHVQ}
zR{&~W$_4xy<O>#9Sh+fP4F1-YDD<qT#<m1m#mE<D-{Qg*Y4zQeJ;;R!fK4wi>qt?B
zfoJq^(pa=?B>G29o>~8gV>h2%zm-8GAQ4odlyPKnp&2LONe56X3!bywhz}Gqf4)~=
zQLnsX@v4yMO+^;DH1wjz&aK*<JoX448xv)LH06U-f~*fDM$+F%VHJ2ZHcNe*wGLA%
zu~#@DlG2$W{H3yzU`gw84n2&;rP%7Gn^oy{<${6KJ_+AE5)icEJ&WcX2c6Pmz@^Z0
z|1On=;`z@RNt0j&&FU4AN{qw=Jlzva-3rtQ{_!`HNQF$|S>U0rE45#;73M?;SYUNY
z_HzyGkBv`S;+kA_h4(mGCp@GW$kV}7x-Ynkd3$idVMgysgB@x$(StfprFHn4U%KbL
z%IbzZ^!~6Z3Gg;HSlGk9GB%uY_{fZPqRpmrf^RI=vE8!#fh{aM1-&5Bib8X7Ur<26
zcrYK#eqoBl*d#+4PFR#+yC4%YH;*wfaIto)7qd@X{vq;jJ?VU7Y{%<{*1c!Cbey#Z
zGrEyyV0tx;JH}OOgM=S-g&cFA{U<n*Gi&ljSKh(?0n_k`a!PZJQ%y??F2H*ZBZ#09
zJmU)G3@_ZsSVJHYQs^>+jk@QYi}+B}lPaSbG-zj6sbBE%6@tW0-A8^l{K%LBzsM^e
zQ~`cF$4K@V+d%ePq!wLrw)9O8o9w3QsDuShKEXO5l*naYPuvjzBFku*#mqj-C<ok~
zGHwO401PFeoh{kHl+;K_E%rGTdxNrG?f&{tP@H^VG?DTx`UTWiL2WvBTC2SF(|nrX
z>7q_vxoCl7t5QkX6H<wtKqrqXJWdc?f)pUQBbRQ4MGJ=2+@F7`ChnBw4LVoo`JgIB
z%`pOPgRg?(a^6F~DLyRXJ>=Z;WBHZBVFun8Zs?Cg4Z!5xk5x_QO5lM&j?e61cLy{p
zwOLqWMRI5`<Ka6=YJjXDguvZ8_U~>Gg`@TFYS9vwY)m*f#~o}zQ1!9hlQVQd7zAf0
zHZt!@mPJF3ZsAUMlN5dvwprieo|rq-V3>wL#9upkt^qti{K2}@tniS2?eC1lcLTMX
zc9XZLo1h<(U{~^!w(}`ooXo+`@CUV&1CYXDJ^1H+Ap}l@Asm5ph(OL`tfW;#?_TLx
zIBav>o_Nbo;^BF!W1I!3(IN|<bd#&p`Ks~cw2_X{5y<VeXB?2BF`a5;cT0E>=7Qu-
zbokPrr)&Q@>hb(FS1EECfn+8!169{V>n(D!w?2BP+Wl1#Bl?+cCMs&PTpQ;GvF}LG
zD|z-<O{OzCiiCt+J-mB(R^!LzBZ_<QbnFY)0Om2t_^Dejcb`o)!sns6@eh6-lI!X+
zK9v06GEZx6UL3Oh3=b7SR{JFosiyrBqH-w>h&<Df^G+#8M~smP<jl5ymI!2DZD#EB
z_i6Q!Z?*8RC^JyY%RAn3R#Dk0A1_G%g5DCKV*L0Cd(ex{xxXlAc*&WqrRDn^_hUn+
zq|D2{A9~rq-)p#CR;V+)$`@4M>R^q4Aizh8+72ym#eK$N1P--2u>69s!^(&l5*n!T
zz*_xc@Mj(7edBNG^keY)!TeT<e8^!nLavFulJ?&zhwY;;{)L*G>m6W1#dYT~&on|r
zM(0IgeBd7hIZQj7poFz&y1%O7QM2Qk<uqIqBssx$PHBlsp?f)8wbPV%u;?$USTQ(6
z(gbZ-fW`U-gRU8LxBBgciIeaY2m}#R0o@fa!lGj=C+#gKVbTaJ+WpGV+jH_(cHp5M
zaF1{>7oG46Q(kn~j+^sn9_5DwppTC7z;a}wVGu`j_(SSW;OzXb^+1F7acJs?Tg9VO
z2p?m?>xg8YOcaIl+hZvRzZh-ywt(nH)L+%ngq*hNrGnGiv#C2_1!fo&=-<dCwJkJ@
zV2M5=+mL~x%6>WF`(Py2p64M+G|BRcL|OU9RqNouRsTm1M}-bwJuGxpa6V^ofeS&E
z|N6BPijP8D3&l@J)hlCq<5oOCWYT4$w2mx8SZjX(*O!~%vxfvU$vGg@Nr1)$;vj${
zE!ucFl-zGNxqCRHObk_IUY*SGfxY361ZJS4@i*<RpgA9?oRoZ>-rJmk;6cU#<l1(z
zn-*_FA3u67o6N;8a<k&fjW(ONxvN+21U{N_xi>$4&wnN4%mfFYsmljw=cmvh^&fuO
zo^P`!jO1@mdb^+bkYyisH?Ogb;%MukBH#JW%rx=}ut;pp9^=ZnBQG@deX>^TRFl8o
zOhswh0i*Q~>gtK`P<ICFN5{U1W9$hlnj`7;2|atK$P#+Icm*C?_Vna@-<V3b>R>0~
z%o$L8aCw%JPgTVIzex%9Fp~}C<+mBA7)%pstc}<C@Npm`6jtb%#E9l@rj#Pt1+($V
z#QFv%wRbq|_<3I^E%x5yk&kKlb>XwKkN-T5EnL@o9&LDW${{mNh$yw}!>6I~>GrSf
z+I2hK$jUTmq<lq+@M@Cq!??|)@U-w!y^os5ONY5Hdjuva9j1es(Q)`2Md>9TrDxYs
zA)cb2W--GVypo8R2`jJKM-Xy%Pt{kIO4F_D6DOQPjBDO%TRBYHUdO;6S*&@rnA_UQ
zGPuG<&FgqI`HKQetP`{w%qlbd9AVoKf6yP;SHfsv9Pji_D9Xc|*)nWDMKP^Bd}=ny
z1q)44wC?P8{pl|q{ME_sx3WnChsAtrTvXI&T}scVD`sYICi{YeZ)A^G+HOi6?}pza
zixS3lHZ8=QM~y!NRaz@rw4Pq703dNTRAd%BK-q226kR(mPazq;RISM>TSox~cs3jm
z)eCLUVovt!oUGJ2`8E*yUaGCh?bao`n~vHaG`Tgdz4+#}C0f~{b{r8CWOJpa`~){L
zA=Kt_bm^;>!`0pi)-8}C0iw_7!r{3Av@M=Okdliiby!GzXY#=1GF4ddNc{0mza#S;
zB21_~_T(3ONAbfxNckgT;kEx$*=8IfG$=iury>n60>qXn_}A@3sVlvurDQYYr$IeT
z$%TOi&Z-O5r#|fA8noD0rI;kHLGGV;e&;|#6nT-3a~^=)$n@WQ<htc6*n8P8`G)a+
z^Dj(0#K08mx52I&X`%@XL}P~E=+_<bvi-_-VjA}DOw`H9K-|P(25Dy}oZf!_AP37z
z&XPXhXjQ?RGEIZq)W5TXRCwdv{cB%*fpX$1lz-hf&tfB4lAEXR#<G2)ydSZNy*LW`
z<_Lp2p#tV_Bmusr&=XA1IiLd}rVo##To*^gC{x;QvIvhnX{h7ckT-|hGCV;zpzy%#
ze&_tbcp3iZZ$=CdJkFKJq8BAKa(6GXz}pJeu_t^MFjB>*ugg09%Z>aLv{uzJalLro
z@o_HEeUH)?#@Fz6clJwT3HJ5cW2gKdA2s#goz#xt=NHjyOJ0pIeWJ5#dIe_UCqnF|
zK#JaKS~`xUTz@#6)H%0db~hw}U*tUrA(#Nd30lW+D@w&?54Dzi5U#ip?z=_a@23$5
z8SxnxTU9EJea;t-JhSor`bzCgdH)XgJ8$8C_fFmoc`<c4@AI4-1D*|(G~)xF$o?^y
zG?6m6M=s!x88VqQPU1<{j6#d6tN5vVc}xcIT=1o#oR9KwyWVNTN?9@Bz~Js#NM<i?
z1-64<_mNXq&taj?xt@?jwBHm)L=(F;7R9WTVnm6#Hxyt7{0QS~fro>^$b?0JP|VKY
zfVIZi;*}W?ARw?8<tE7Ca!J-H_ZY%(v%r}iyYnfoE!qIvzAQP$BrG8|P*SFa9g?)@
zPMik~`ij%9<c9bM5du1O@EJy{g_Bj-UAc++_Ux?^72_4+{-MDk<0#pMhPr<pK=ZYR
z@<v)9j0)A${XGR^;_$}^2nn*;0)~e!DNh5whaj`&A}jVQE+d50p;qF8a@P--85vJJ
zIfaDqW&)gJ3=gZY$cl+^1{VV2-pD~Z+{n31Fy$B<BtE~miP9$1>KSmdP*#ty7_$a=
zB*h5dkj$b%@d>MR_^{xd!K>?dc@~+48d$)*pAI~G#8sN@oPjEL(G8EhWO(rvZmv_^
zZ+r0iIx6_}sbv(1EE2-UrkLu<C)Wf-ap%kdkiNp(uoMcQwr2p}xgX{X9%@ke8H)Y!
z0llX6<L7<XL+nA#_ruyT!<%;D9#wZ~=StYO%ZO7m_5c1j1_f3{6U)w3uHC+-;$x?h
zQnhGYtu18}03?>rBruU}dlY~N%cQw7q04KNqX(A@qHcjWt>$KWH5<BfQ<>2pnBG*l
zg#UO=+;v^itZ;+g+v0JkiUGS9-U$iHs?l#<&G=3e#GbK4C*i&_r-w|sC40^&Jv9_J
zUTHyR#GP+dN0SFPR6fv9XN3`;O(+~u2-qU`Yuf|hVV3D9i=-L06;0LVuG+zv79v{L
zg+5t`Hrsv=?U`y4T4@v$Z<y9(`Oi#Gy1^Z1?#)+0OaJBB?#;IT=(6#dCN9*<RW~!X
zr-GWBcRvyVDsta1(`NmHIU-pve1D7B%wC?sMIQV$2bjvGzLAVSPl*Rx+XL+2y^&pW
z;@;jmDt(O@#(w9kzrXU-9CxrUmmj(LX6eBIQ0aZQrr*eJyR}O+$m%HFWixsX@^O1B
z`Obg?h>qdDAH09CHWRs4k89qa0$z0|wSK0FwKKEUu>A!y&0HP>w%UxZ55%kW?TL)d
z+Q0esp8>UQZ+)o>bD{kY4s+)2Eo%2FBlh~cI>M7?K3DLQXB@KS?K!vm+xxTc-u4bx
z`B(7z!q>U0fI8F4k8huE>IZRthwN7U1@lQSXz9w&I~Tt=U?$&bYP=cN@o#Em2b}-D
zZaYc!=xebUVL698VILLIo1DY-MP|}J8eD{z{T962&q7akXyjJhJ%N6{ZF-BDDe4rQ
zuJZo7_zzx2nJ3SIMQ{-It(?fzp`?Gjr@4{*`N^kNlTQzHUH|<QZ*+_guj~yMScM;w
zKzct%t~wwk9O8At(gL=RuKt0Z_iOM4*|+qx6kaxzE{!uaPfu$R+*_f;LQV6Y<`&78
z4qg-BT@X&?5~A|!X$4dgXU$X;RT|-+MX+hQ>z{T4ZEp|YD+_Df{wRfucywTY^AunO
zU*J^|j&YEAkmCd;d6(^n+F|GnF!!9u1xX$!#E1RNaB_A$1Nu@oV+pjOrjq>J_tHxA
z_@(|+ayQTF%V!c*kNrlu!ZJ(5j<F#;Z6+|_GlCxghRP*h5kZI_M)E9ht#crGhJq{M
zbSYT=a{FW)+7-B4lqF_1qa`^Ai|j?9G^7N?bg3BGUrU<Df1|e0B-eQiEE3d+eYq#b
z#;*|W_hlEF5YXg=H<bg|C}#@djtj;tKX~oMSWxaT_CUlaBIf*82nt;&R^hvr<3i~0
zOTaxEg3~BGS}2d0Mf0?(Dq(X!$NsZUBI0vw?SJlD_lVfgfHCPD@^jebm9@vMxPn1v
z8p;mp$!CPM)pS4Lw+ReKP9Vl*KXb%bk9dGv=JX2@>qP8lQgW?{KIP?81aOIPY%v6E
z@b_=ef)k9LrMYl4f$A32`%sG~piK}5m5nxVQ}m*sYDmtoP7@Y53@qXBMsLbnfXr`_
z$C3B)Bt*JeEV8c^03xif=+*NGp+7w1*2$}$yC#!YJ9k$`O7&c09a-rLP<Kq$>25Bo
zY*D|i<*S=RBsrZ%?m;6*zkTYUOSpi+_Lmhu_z%t@%&8c3JXi_>e|N4)b&2D?+k<&b
z!s!gZK@xn=$&(iCB2?%m(1S_q#I<YwZ-h5Xq>vcU1B^*64apdjw>2xqYHp(1?8uII
zL<bJ7i7w@!Vg&ixG5qv+G&*Og`)V%O^yQqWrX-qmYZImQ;WQA&eWBrF3Kl@z(RiC3
zZsF#^0<>@`r)KhqgLM!pI?MYmu=j~x)YNc`U!}s|<f3!9o(Gy4OIUp@H_0t|ee9;?
z1!Id`UY?#y&hCPX_}^q2l=x0c3f*b;iQ2_^Ydn>LA{BuzQX3@44I{XjgM)){nNRr<
zr}+`-WIVcvGJI^)xL6`US}^_FpnyvQ&z>YCa~|W&Dp*n};MW~cCB`3rnap?i$yo{c
zv{WY4To~9fE}C;c!D=wU8g*rsZ_vtN;4_p(a1;6qWk+LGhB;`^!coNg4W2~Au9Ds(
z?WKSu)c=Zg6K4<LVR~n-^)p7;Ng|Rm=7$QG+d4n~Pxgm}s&AA<j0IX*3<=H!b3{m?
zR~_!1lW?Gg<o;dB`@8%Yx`Q<c6Z(x>H6t!jmM@<Es7NR4D`Njqlryw{8K)MVMVhx}
zg}12b5`httxGDP7r^r8xH%@`O?pgZvdHTe5z-)MS50_xIe{0wO4hu!?ppINcwA1H%
z5)}&gk`FzQ>+DKTPs4~y6nEkQiG8jvFAOr@HYyl!({)3G4yWT%(p0j-MXtA}rVe-K
z0xTrNU3(ZeL<nuV7mwQJl~@tg8XWsrT`Vkq%NN3gj;9AAm~A{e{DGLDYwBN9wZ2nP
zjh4@>@7^|^A=;3pIpk-KtBrtr_@r#g%we#i0SS}UdemV*-}eK>uf898@$+1!qwpA1
zs8wP)N|$=Vw{BAW&yJ-Y%gh}6;}8Wc7z2?saNs7>;HO{!8uxp3i7>ch0nb|E%t@#@
zW<RLoTw}2q_r<{Gd8z4W^1M9_#p^@G*h5cr7huQ76Y#(Um?12MQa~^>UthyJ_tE0u
z&OG*5Jm|K9NC7qh-=2sErHa^?pbP21%9a?=eF$PU2xpN2euzBY9RVQ-Cm3BZJihUv
z9U;ZX4Y?~)f)zwqj@4Bt+BI1MiHi&=yF=0tf^@=75rT#m^=3XLcDw`5{}7Ar?ik;o
zL(EnEP|-Sv>J-UeH@p@wd%!qQ5SA7*SRkic0>mBBMFev}F+bD2Y<vDAoQ?0nKsL=Q
zKD>qRU%f>b$N=h=dq0b|Cz?dv!16~68buhEyw<lqk8ZWGq$(b-P*HxReB$*9rAj4v
z5Qn9S3h;V6Qa=deNVU-pH9mRqUr4VVW~EY`yKUu}o85B-mE!I_FaJhOd>DBctHJF6
z<MDWx@lZh`;ua%|cim6*^T10@&Ho7rf{;vL%D0#;$RjB#c(-r~sXIIN|0TB)i$MU!
zlDMW&u|k&#E*5xw>piK)wqJ+|(A>_TDmq-g_}`eg=QWG*m)L3W3IiwdZ&OCn_?$Yf
zUQZmmdb>9J+Pi{brA)mFjmfK7ZpXjY9$uK>MtU(~uZ47I<_-^+^<B0SdsS|L9SOd(
zNp6`Qsh4}Lv{E0j(LK2+glh=cd60cCzv@K9>oEO62t<|#g46xXXU<9D)@IX&mmi2%
zh_q!wR7p|56nCAIfYsnOuuTx86DIUaD5#XNjMy^j_IdNy{2#IGn#gtifbF?On;i13
z@P@$k>E+@5oD<A#DOardjCSBkFFE>F(3+mEM$^YT&ULRUjz9ER|6t^>j*sZSB3@CQ
zI96aT^c?e~ul&h*#V5$1j?Ht@XJYlk91R~8_uf|dIG&MErERRZQD{~ZFZDoFvE;JG
zTh)`9MBsWed~##hQeTxiC6#<w@Ek`J)qev7f~wwK|0j%wc*OJ$zAi^hIo$r0y~OMw
zi5Fa?JDmQ0T4U@%nuiY-OP<jp{(kav{^MT<t|C5#^1H3?_=um-VHDT%WSKSY*>~ey
zX;X9d9L8TEF!>RaI(^jC-;HvKGuae%lHLvXY+GgH5{V0pgwNQ`0yorSjh3ta3F4X~
zCmt?B<Nhd+g>^<MpJcs+gCv!(+%ZJ#CU%$}|GaYcR)I+#CtXtE4G9D|WBEmNPAcgP
zSLqDD3oL<>yE!3mppz5!xh@Kt)UrTpMOabIsDmA~x{UX`W;+F^)%fKSDqK_SjyP#E
z_<Y~GscEfrHO~O^;?<QLFQLorY_Rc>Yqy@@O4gh;Vc+}?v9W-{o=CWIIJQk<#n8vd
z8BnR<KSV`gK2R~vN_b!LYRPoyw|WgV)oysPwy(81Z#ra5wbQq!nUZsniusUE!Drg#
z0QZ6`wAEUF^@{!hDyGKIr-c2GIEdqT;myFl`d+$$8V`7-^6}2*U{?8S3#mPm$*&x)
zPbI+V*fs{a!_}?L|3NuN`6uAxz#Wg4ooBF61)h02Wa>c8t2(wl8~*Rf`{$3XUqU38
zAen&eZ3F!DxI5B!4{@+??>S~RLefP=rRLd}@Tex{Vj58mKX>hV^mX4p;hz*-hMUz{
zA@&6AV+P3^6gTr^;k0TraJK=Kr<O)3chO!#wHB;tUZav+#w8#D0O>zlAxev;t9rfQ
zv+B~tgsDzXQE>8tl7}yik9XSBf#Y28BaWCS_<l?baj+l5tRW53<E>$?NVeaJk@H*-
z0*id80mL5EW}I96XR~+HhxZGaSa<3Z`<o91h5UF^$no*Dx-<7^FZA}SSK~O^`<IvU
z77BarHA*K-9GG7J%%>rHGb)85Vhl5>s;Dn-YApJE-{#6aPvc4>C2Ue}bnF7~+<<=w
zNA?=V9(Lit30^%VbhV4S+-)9HUdv2gNlIvZ2Ar`Lfnj4IT7=Ys!?Fz?<8lu(GxD-M
z6R<Hf)b%({Mu7$Ve#<F$*>|d=!OF`9??MY!+e|bJsOX*Nk2%>Hjp~=*ANs!Ty)gb*
zfGio)hTK5)iW$fwBqA*=#k#+%-Z_B=`p(`AIEO*T1q&|0Yf&1Mad6P@2_vi~aDMyL
z!T|uamjDM()ssy_Zl-gtWr0h(ABor<OB)hsD<r-@Nz6bUNC4g*0OBcvF#6!a!U9lc
z@fD8885a*lNWNeHq4D^G0ipq>jD4G|oaTBb?Jdd77(2^h=`%34p`x)FuMGT>z&snB
zU@e`nxPj7UfRKnUOu#E$&g@v|T_#`@OA&mBna)^rkMRrO*u{?D;5O>>o(E<q5Sn2*
z8|rkM8BIYY5j{xk=v<t}vE_h8_|F|V36Z=GAio{U{fT1nj-=`(mDhzUV<NvG=3?n^
z{d<&R&co#OC;;T3em>7u%)FF3UI60!McxD^CuZ^bQs}32U>T%JEMOawEMO(tsjl6?
zp|4x_Fv~?saAcSool3%B*NF-Lgpdi3okyBf_d<(jg1RzgqlqHAGivWg^}}C91k0#}
ze{%Pz^7K&F3^=7-!^e^wtpB%qE$F^O#oxNC*>zW^{j2K!Jn6*6e9tBF+pEJ*JcU$@
z#wj*D3STF-<Gh?vStP>Sy5@;#>a_;4TBJ0)K$+bPoNze`-+OLbA!59*T3zR5NcHRp
z!CGx)6%Yr}?>pbgefvGv${125lCt<vh3@AOUTrdW5MI%eX=Dvp)P#`NabZL%5v2R-
zv6=kKs2;JKCeEP9K^YZgRU%D!qG540@7=_|5x(75_G^ElC=*$<*z%XzaXYp6we9i2
z<B2`Et*;IGp|e$bUDId$ezzU!!{pcd6Bk~Xe)lDY>~H%{2k+N6H*5k1Smv)^=>V~6
zlg*d|LehGSg~`(9NcPruO!MACX*GL$#0JOS8Z&3pH@Yx+;rmm?zQE~kVPv2woY^Cs
z&tC26+C4f`zuVD>YNpfLRP+m)n6uL(sDBX$Ei+AwS>KsRzqQHTe-XQUtxAB-wkn9t
z>YVar(RaRAA29x`p3a*NJxG2Ul-IEJ<AL}`j1zHtXs;@sqI$KO80mR1@}f5VYgKq~
z=%2<1x7LncV{W#-`M#_Cb6SVJvDKfNsQ0&c<WAe=is(bfp}+bLJ`Wy!RtF4b4K60W
z-&yY7S{TxEmIR%*&;JpxbDZ{~`obEN;pgTxus1lmz<RUrx^UCGv9v|$lx$keQ(?$D
zv}sA-H{k1`$M@rJ{gmuIl-DAXQYyB~xL;V6n({S7`rb6HQuq*j_cJuio;-De{l4$C
zafqD4Ovxl}f$Ks@Ar_zDNkW5fn`0Z~M5YfVA^7;8CwAT}TA%2odsQYToxXgrDh6gZ
zX(38>gW4t-I_SmMhyD3D_?=iuq|qsZiG|b$hSKHI^HP5ymHf{PJb_)_+>~3iq3PZ}
zYIj?C3lzDOw`N2Hywch?e{e*4+%dI29hM~(c!V`+CJBF$;W1NfiT3VA8lV#bn`9D2
zj-2d=T<&dm7T2z~Y%dfxGRFm2pPhy0;*LOMB}eYPaX$K_M|bJA@oY!REO&_n0(d)1
zZh?>s^BE8v0#ewj;z(gjda@|j1jlQ5*(67r6+8At^Cf++SWLSkNDziJJPUJ;W&qb6
z(z+NEv<W{}a)=CIU#uX*qPFLy-r)bn0TlHJ|HEtw$sbBavm`yi1ZPmhqie9P1|x-b
z2?+9G0M9Fja{V7>V6-se4axbcmNK>^|DmpG$)@3DW8S0U24WlpWWt`1GQ@BZGoCn%
zN}q6~p!9znw=5HGW0QZQmWa#C)}0*J>G6Q(?lB))x9mlm*5}S*TDfAM{E>>iCxWxq
zzOK<keAP1q_Xnmr6C=pRBN6zNc@cgmK1sPKOMWs!gFBO0z!7sv-$>RVv&X{LGby#(
zI)>TyzPH&K7Uu&lWMafV{fc9jrG@;kjD1y^RA7EhO-eP1f*YmKfITUUJf1Bhgq{c)
za|I8PCara|PSN3lq1`x8)Qf}fCO}C@EOf%=6tH5A(W1=`G2jZLJ|9RR;ChYIO(#-Z
zsz><FvIx&G0Ey2pNwrM!AOBf0m`xfNj*beJWup(X;oHTt=CWgKaAV(DK9ApAO5c2e
zLn)J#pFUnlGZhpfqTGLzCXJ6iGV{$j`ZH_zEtpKHpBF`oZt}3>f!ha^{2xbW9oFRg
zws9DPO==^gVFQ$I@k_JODJ2rpAWDmL!$vnKVIY!<2ntA}Fd76UMY=mj*MRr=y?^Y_
z?Kn8bp8LM8^E^N2ydeuSXdzFNl3MC9TJtQrtfdRJK1;!3Dn_)eluz^73|kd%pbAbW
z`HiuYBUknh8(%)p`*r1VhdIXhjM%k}u2W3xC4IaWX&393GY;nR=&v$xWhO*cg=)6J
zWI_3HP^y5gUZpcg79&mar)zm7#10ic^2F=j4Niy>4|_`yB^0YJ-n)btC(+K*0;pGx
zJndzOpc$uC*f>wfXP^yb!6_7{q!gzGkW?^;i^v6H@o+H$!snWEMcTAmzMQkeQ4Isv
z>^8uWctXkXB;DJyZ7AfS@;u~B^jL%_3b+bP4OmiA4w2Ch4TTc@vst-8mnp9y>d~2!
zL-I4DAYu&st{-<Zu}eNZX}&HenjIbYVSH+~fiVWwh&Li85_<;h0SM7uEbnZkBn6l_
z-asr>jeuEZ5$=^Pp;s#XEg>-xNe3RLCm^%reEeIF^|-{0W(4j~JJc3Z=+Q$iA@S%W
zxUaOLB0$nx?^#b@pfOW1;4aKVqE&Np(u9(FKaUIo-Lu<wdSmw=9@QH8%Pj>2(t;?&
z<^9-1;LC^@>SJn-?OhG>-sY2C<~G>-;K%o`iK#j63GduH+5*<G18KJHJb3>PDEUPy
z>ij)a-`usL5ge%WOl~(PjUlt6@3^#jN5AW@Vnn6EKYjZ_IvMagrrCW#jIjl<ym1~%
z$e<tT9MR}BERrzD4!l-iz8A$YUvm)i0z}uXOCzLT)PL5)L^W<zZ|2p2qLbpkK9(A_
z(jhOXn|*Md-}-mYhbqp85m=6sfm-nt+G_}U(uHH#c^u<GqZSwoL6vdvEWB0%gGAu;
z+kkJ$i4(+0-{Dm6EIBB>O+~}~f*dq7&kZu%BYlVQZ4at7mBXO#2y6k9>W_|}8iBrL
zmb{2Nc#tmg4TP9;FrJkb3{roqtTdW8Crbl0*0gx<i5cXJ`%g{DNo6BXX-WHc6YWVR
zPEGdxFAFUdWX6q3OW!j*%<K?|A%7i2!lC{FJ?w@oJ{n|J>BOc*;gM|-c4-O2@t$<M
zLR|0;4$2LJO4|}0xNU0L>lN0sk)@NG%h+n^TbYlkv9$k=3!gA4so^67Gft?gb4uZO
z`h$5p*7R^BDBW?OZt_6LykQx^hl9yvl@&eFt?lK4M#;E-njm+4Erez_dm0*}spNF~
z&fme9ppAiQx|t5DR_+h~os*s0O7`aosaE(`7%k%SViH0$v(u}KBKTE#UP|y`B#+Wk
zbngiv=R07maYB<8uh~|0V>@$5)+oLx@CpK=5FQrj7u@_HIOOq@-vYG;cllZc&CBl^
zFzDW@(q^k&WLrQSxRH{Y2ddRh8$HRC@!F!G2z6|F%gS=WoxgF?(Pl6=v9W(la?f9n
zEog1JH<*zD^;q$6<Cjc_wY-_lSWm2LHiuP96rMtf-K2%+1PQo|<Qrr5vtL5N)2tm7
zpcCr1e}Uip_@8s7d*So;qM=IVJ!$xM2MnMZR5mC5trrE|;D=Tc5nn9>{LcwCA~{Xo
z2S9)~nj-jVN^;VGFD$9X=QxV)_iVr@GsURdOwCZt+pfoo$!=fEoRu8&%VZ6WGWp7!
zdPQCP`46VNSj$edbr=>P(lSrp4)Irs-J>fZDX5HBh;SE6yd%VVb@y=O-U0B<PyUey
z+<vOO+G4b0_V?!Lg4Gxjj%EH%_?$+6dmc)i9AXvNnTwS`Y%+G<<_v1VKl`d6T3(uB
z@>kO2FV`7a!|i<+u-T~8KS{K(HsxMq_<J5gEB2n&j~^c^%Oot5enBN#6K5Kt|Kx;B
zXZ^!8<9^G$f#mhbJgV2x5Fk%uqA-EYMc-l^-k}j0Oz_iW+;bhb5#)r(a|cHb?`V=~
ztPLhrmnBKMUQp|hWsrS=^x(q{{=nwR4d}8#vZXsE16XlQ$Wxs5U4irsX1QU%UCs71
z?N^IMc$i!(>a~9n1t=Zpp=;)DuXK2}o6-+L!sEDUz##oUt~9eoKl&`J*-M?B%KSU6
z7XKTWk6~1;E@j9UvDI_&ra;>>TDYC_c<X(<b*0{!!dgk6v_=HTM&Y;tsw~006ebKN
z;l4?>qp>4#{yD0MCf4==&24RyXbd`kItg_89jN(10-{!V=8?PW+ksU?63fpaP5vO4
zYLazoE7tSaHE#Ih9VQzq4J24c%#u`+MM>0M=K-@tG$-dx`b~S*Vome%8pH30t8FQ5
zvuE!KBsyK6wKZ<DM$hk@L#hNV{F%Gu8QlU}{m+{Mp3<PS^4(^HSOAcbYU5LIWqLTg
z=*d=+MHf?4`ys1nqeiXJ&5f<Pj8NSK%apr<udaZQ#(eC}Cqnyk9OVr$1@HzWq8JLH
z+MYPEO!p%CltXR}M0ww=s+~imd4)bh<8=pyDb|%gu95mGj&Nh=KnFbk@!FJ#6MSaO
zm6fQKE#0i>-t<RRQvi7)u_CH92vlUTv=vQ7EH<j)9U$_EXFw)SaJ6u&-a6}X6<PLn
zdSYOuqwtOWeB&8vdUHDT%k$O0t)bsi{<O#{T`y$eVRcU#t#gYhqRaqqoI_y1f#qC}
z{Tgma^%P?^<yP<fmWJuNRn}kMH&i1q8IT&UVVb$Zr;J8zC}VIh%2+L-v_S1|vf6!d
zDoh$QDd$&Qp?r>23ZA0n=cud7nOb_^V}s|t4rkH5hIUoi@3tL3meIbdfnLL2hTFkY
z#k8y5Nqk?}Nqd9YQv8u5NgNi??AK<eRUiT!s_&ptmLY(zOda4?fR$rp0l6Z!NOAx&
zDVG*Lo*QDYq$S5R#N_1KmZTnh8N-llcZLG&a*3duJggXwDMHpji%ykVx8aTPAH5zS
zmA_p_0sj){lR}ma%$&f6c|weo*R8vJF_a9-aHwMsk##}DERE(MZhH}rD}GZ+O|PiO
z-(bT3MF|YlMxMn(TMY79$J}NXT1{++Ox5$Cze%xwU;;O7hN_1Um5Jz&+aT>|n<C1G
z=aA~ZV752Lc0Bn|Gj;lRFHWPOlp6d($g&1wlUzPV5qKOf;)VqIXxU~|`oQ%wXw_!k
z<P8lIKQ_5ymy}ZkP8*w^icF$ixyfrnXVl*XwLdi5BqkFI-K7jtA~lPvRB32YWvq-f
z-Z|j35bl+)*byFnf`rGE17F}ad6vWt7TWRED@sn|S9Ew@IQJEz8cKO&Uoy>?MBGRT
zW?{~rEDuxIJ?uq|%BI_COqy3bOB>M6%j0K%j+;CFHA_6h#%F(P7zyPZAWn;0E2>VR
ztw<b&LK+pI=Xr8{&Z}Pb6}<rzC+}>BRBxQVq9ZMeoy81P)NFBf?|NGT$jP}aHFN4}
zAfJ?unEtYTPv-DbCwczaK7riBWL(87&W)ltZg#K>d7}JMGzp(*D{=9LBBRJHJk6OA
zA5L^Qe+Uyie*}&xvIQT{78-HoFYwYpS8bpm46nmHf`yl0=roLYe;}oI=@1OZ(0IH_
zy+hq0OD*Ng?z$s0G3MVGinm-FjQ+FWh=j*4{2g0(q-xtigAwPWVY+HV`F#85`_;6j
zJiBiACLif{SE@0Ky}^y5Ao8ZPw?+A`;8|JBcSVs^m?v38pMeqdN8amj&O02Fy)2FW
zB~Qao(*CG5o+*`VFLCGQBfFmqjU5&zWu%HR9KWL{<{d<3?>u5+A0)+&cJrL5IFXx6
znJbvLXH>`O-o!kQ&2BU@(JlW^k)}^8Ok|R!w6Zv#M<>XmWJh%Fsvy_9@(DTm#|8H?
zHb*6(lf}A5-H6`0ChBjt#L4H!5O%kS`%zdv0;4cKwIGY{#whC}g~?6emp!(O6$STG
zA=w|i2S2(gerV*s#O)vS*t?II+pKxH;a$2rez!KrJ&e7PZ#nxjR2;lErfBu^{H$2c
z=4#>h-ZkM5YW9474Tie@*Ztx8Vq&cYce1e1Zu3F@`gDZ%=6ZFbrRDMhKtEsYA(}Dg
z?JX_g7vJ`p3Fq%LP=FS^v!tJ^Sbw_w>J%{(yti-(fU!=$!EP@8b^Grr>zA}B+f0Y9
zZP;929PKpe&oy2i{jU4ae7z=W6TH;>rRRIV&O-7O?CVTp_{!?1FaJ>1%@=ivrhCHW
zGfkf7?cRcWAI!t{Mu+8i2WAxfF3Q^zpR>uIbf2r#J;Mp~TO$A>ALYE=k^SCa!*1($
zE0RxgmkV(<<757ST~Tgg$iK?lmS*GjjLN6rn1K`O4_gme6r{xb>^$9^ofa4I%LnU6
zo8!5COTlA<Ou1&e2#ZY)*{Pwr@ySp&4C9bVfOP+*!}r-9Ykj9WLFpYz-T%&bH#z6P
zEKHI6TG9T&ZA~-z&i<a0w{yHmKU!XEeF`sVm9pMr{&Jc$)}XOz*<QmXnHO|gF>-J5
zVDZ|$e+h94R&~M`^E|hmX3W7uctH!jwmt$(7@kO@S5#7qmGVLq^G}H!++RDqQX$eD
z9E$G1M|;$Z9C2)Js8FqF&fyG8!ts1%9AvSn4$@+A*-Wql;t{s(U7E9ei&hx0Sz}dh
z%pBM9{`!+{3{LKb*6x&l#Xkvm`g%+BHhucKW-~=nKEHTk-K6YkI}1pLF^}CCt?rMI
zkf2^DmI%kWY~e}jsiAXm2~vB}yd)$-Zw=O!KAC2OA%UChHH=BLnd-IrxqOeoWOAkR
z=tuDk0);s=>pPIbtAzoXdsOT=eL}4r&~M{qU{ow}bY46_(um{UQO@=X1Gb5;%^)Qp
z*-fSO;jfLqB+Bw>h}SFQUsD#lci4FXOu?rgza;sp7jt`CQhbj~s^D%Jt?Cu)800lw
zL(Jc&YV~=0zWr_$dlSh+|KxAdIz=kk)^(Bu0zfVRIZtW>k>;@9pn}=R1TEHG5uh}e
zFlY=c;G@VAX!ts|Xqb-cuW&25*Dw(qM$vuZJ3A+r>Be`JNH|90nebFM?l>4by$~{~
zf^ylB?-1hGIL*hv6)Y|%kZGo0CRRGW?kIF$8eA0#Q@Wo#_t@J!mH!4(!w3XO8tRuW
zzFH#9%5KG|jf1LaoG5UwN!;M~$ygz@U}f__d|j>50@P2z-oP_Wx2pczp7}(45;veQ
z#V@K{PUq_RD5=Siod(BM^YOjFc*21oX|N74%3z|YtRe#UeQw%idSp?NK|hp2Tb|{{
zfcdHUCl>$60C@QsWct7^lJ%UCk63Uhb%qK+70v+m@5l0~IqPDt6m1`V6GFo03x+LT
zW0hJ7#133X-pE;%DF{a|KX&SNik~>4TT+X22a91WVwcV~+Dtkqgfr6PU|hb0do+<w
za4N*vJ-dTw@)q0Z>K93b$P<Uw=Ne(EAe5#TIPm}rrpza1!(PMSpGo?q86xR#B5dHv
zqCoS{PK1SO1UY$6tCHFoG5d|-wYnt*okc*b^RzWk+)TsepQ<z&y>D&&;4|!Y_Ltw-
zIm0-q4+-J(1HzAhRJgRyUzmA0irV=B2{L58AGuFQC_W6nThmH`{SHJjU%#(Zx>gKN
z2stC&SPW2N#BP3XQ<)rlMaATtacu0W^MSnPb3?8R)j7W<h*8<DrjyVbffyCO@>7|`
zx7(5VV2;XnjR_<-*0>3k)+wr6^=Kxe1}42{@A^n<xP?f(n&kH1(dI|`{n}`o*@=>u
z$f)frpWS&8Y`aJF3bLyhjpk#CB1BGRD%O~|bT$Hibc+GbD=mCpF%wVWmfU4G>5u;;
z$>72UU_IB!&kG}-!BF~0dEc~<r3o#N#9JO;29OqcJ(0LjA+zb<KcVb1mrb54x7Q$V
zQAZrx+j2w?p(!0|KyAVq<fFqNO97Ce<~@U0>OOlMK-y7k&;zktt<c4K*Tc~X*w-E|
zGkUj@a@s6@myZa?J1<*S*Y3n<s#Y8ghzsA+&3gl6*@z-F7Qk4L6rG6V!rgYu<+@(F
zDi-}Y&V;>EOUl6b548HKF7jcy59n0y*R!bJA1xJ-g9hmPp0cka<Rzs;0s@xT@#{nR
z3o4N+v1DY7WMnWZN;`Qoz+T*)Nz>8M!S58ZI6B_3$RrJkc;ALfdeQGp!*Z|-<_9*y
zOp3!&KAQcARk_AzQ?}RWGdrnKu4}*|hV#J21Fp{#X(*Wyp}m4vx?~>mX%WygBSLJc
zvAkF#>0gV$xtjq5izrVUka*aX!1R`Kyu2<W6bFm>VRryy0rmtZv3xcaI-?sDT>AO#
ztm{W-`)e}S#?QT9@YRw{&K=7V&;@yg>JOhKfBD`u^N0l8He<E7%L!W8^rpq+Sq_@4
z0ZM9|Lcj%8JSq4O<wd$aQ1PPxkGnOSR;}CV1LlfBCXMx)ZK-ne#bw279tMd0hfOAn
z0l!PXhF#~9+4w7TM5X8<;rGA(r-WRlE=qxd_s}l(MMxL>+Xrso_5&9@jOJ)noh?SY
z0}cn>HkyGJG~dde5BjSxoh+2}pGpWiUqQeSraKCUiF;;qsXvnbV4$G){M*RX+R^8l
z&WgFuOiV~P98Dd<xE+)RV~T0T_3WC+S;g$y)(H|>TvNj|Z|~MnZ!21{FU}9G?yI1Y
zkNHJM7xyJqL`=(?728xP4d9P*54=pBncF}v<m3W}K-sL<FSe9nH@PHaLVB#AvItpR
z92eP>IJb%Q$I*}^H1eQdSt%mAV%$r-%jFX|+4FT38y3B;4(Hhd>MUQv_<xPR{HQmo
z)Dx@w>eeJ$sR#+T)QsWuek_}rOFXor6pQd#i`5mZfV}GE0fF+9kUn*O0r+>iX9MKC
z6m$fH?gWGDe*{FCpGFq9T%TRt3KvyJ%(tA()MuXp7F{YC-tzOe7WPx+r?wRLxCqxe
z-kx&rq_!~p`crJcI_+7XXvNCyNpGF)hRk|3L4npkIF8MBcWsSJ45rz8gzg{X>P>aP
z(e9h2Ju9;x5HR4CXycIoQ43mw<WVPt8^pj;F$$JVVCjW?uUMi=BJ^SxIjIeFoyUjS
zUbm|+yCvj}iX)s;h0Iz$aAWut>+2WiL&u2)D;obq$PX)y;PI@KGsqjf=hblJvCio~
zQ^kg$joHnEraql;^G1AEgSS*FdyBMOxSN~H*XIF3Lo@8|t_Sx?x43gBHC24;YXyu*
zQsVq`A1otW9vfQneen?f>ICe)ehVK>u+==>5^<A!MY<B9+(v1@lkwq=xvj+Q*ZrhC
zI{6bIctJ$i&>LG0uaRMPXJ$>ao<4L)Z9G)<BNEO-zh%co{1)UvTWj@nTzg!wY~qo5
zic7Hd`@%fVI{3hI1yXQiXvIT8VFv>>a~YLICN9h9%O}!ms)9<Y^IH6>B3veK3KHHr
z1>XNdtMpoDzEza#<%<@oMbPQ2xnDq4=8_4U9p7dx+c=2{higgsJ#Jy+*U`cX!hHrY
z<8o=<5fYLEU<M^sruI#;1&H?~^~0dIT0-<4JO5MrzvNJ~!L-XvwQFWNl5WX<%HyK=
z9_y3tQ_~$)TFP%rdk#5Fk?c#6Tmj_+z1D3#xc|Dl1_XM&GUN_i$#vd0l@k6Qrw5tp
z?!zkHe)g9#`3LFyf?p%M-YuzW2XQrxKe-EPWg%}D1<%3{V<pR4yh?D5j$9{g_TsG`
zq#p$Vo42DC;17N*TSf&~q`&MJ7VzUq<Z_>tkV^yXpO&7A-6*HH^t)7zc28`-y9t=L
zS=+z*Pp=|>`g1UgCMLI2J2?=iE;-pdJN+8)feso7C5WpVQbig0vBbdMv0OBBFJeLq
zT_zr9nm^if>}jZ96H9)L8oaY~x(~Bx+PPu$_4fU-@drlBSoPwS$0X@Ee`B>9jjS8=
zCa<<afXkuizom~?#nvvtsN<LTrl|@9r)y#Dr%KY%tbgIG1Iv(6utX(CEU@Qr8!%?-
z)8KZzbd^rsJ*-e5O_$wEtbUkv(|;VEzEa{0&<kA7KWjYo(iXo%WAXAPCp>NGL+ojy
zA#qD^RnjvN^EJe>5NGUu3|(6miN#M>BH$vC7neu%EQWs6Zfalj<iRb}`i1bBQa1+?
z(+@ZZKvlWHP(&CpMXSVxo+Il!Z{}yLKNCoD05CG&Hs>u=38_a*49@_mHZkooBI{_;
z_+>bsR@o!}Z%q)7C=DBr+#i1{FaOR?OhsOLr2d)9mG%riZJi3<uf7@l@;w$ng46}=
z5iX9lCp%_W(mx-P6n<)iq}Cj>xw*VcmV9to=&*}J{@5;Ml@)ZMYbv$S7F@W&5hymQ
zcOgJqI1OJZ)Ci6E!qxeAXmPV^@vWI*4G>=*`teKCBe2Ji!zbhXd*6=}+SKw6N8z$M
zhSA3d;IJN%dlNeMz9-x(kAA~2y}7*8-+xy)uU?~pxTn8|;S9t0n|>mI`9XS&N<^S0
zbG#qWIU)ss+PK@*S2@*kbOPe<oaY(B(G2%XF@h)Z;6-La`$>Ph2_Kdo&|&ggVUOmC
zX`o)vBQv<O=shiC9yNxx<v|(nV{yDkP7j9Y)`Xflj>GHaa^&t!UOS9nLFT`At~n@X
zvCJK(AT6P0R>gV0>&)rO+Z*Tw*jMpg#5U8B`yv<6w{2gOqw;?5PpD-S_UIA^Yo@12
zL6?zBJGQKGvQ7>@hY%tdKj_@xN!x?$!trgsN_ZIGT|$JMxRrU}O0E3w8_ubD1bM9r
zl6<QZs(cp9g>O%z`z0D<v;dK}BO}Z+91!CpKb27WN5FT#W`^8tlFZC%k7GK>To({I
zb>_OU?YB>Z&9+HAP{S*T913c2ku8d0tM98{tEmN;sxjds7ZC#YuQ5u&_Sbo5vFg(U
zren%pC>zEvrMzoDFyWpBM8s#rt$tlL`v<%~Vn1fXr$zZ;3DhARTzHcBX!>hn?)zXY
z)$d9rj-qwWpk+WMvc0o)Znu$_4y)2VxDEW%P07B<KZ6*{P6Mt|FqU176a)XEw1zN<
zGpu=S%%;2^Hwqcubp9TrK=eGI8SnJg>V^oF7LN9fu-8X3El^+BE%C>|!q~$A$o?->
zMXZil(Ia)rYb6yVR{Q{l1#%eeyS9hAC5|F5#}Tfm(NW*(nzaCnxz8!B_ui|l$;M{O
z#$-=95m!!1gfut@2>(~lz+6we-L$#Yu({d%_+Ma6>CUgOV}hLzOb;AfWrq4D(jO&<
z8!VF~ob@K4w$8Zbsis_*$0IqtLN9&{xbiXC_GMf=V@ABSlt3vLvez2H-wk4KKU_C=
z!idkJX~fj$0d|KLxb3wr%SDjOmrrA=mt)zIPO5`6B!IWR>j5q%m$Tp@oE4?k&RJpK
z_c4taWhqJeBA$^ns~<z*_9_HUx-W7DXi}PrmbL0*lyBNyKf;G~Md&sSYB?qiZj6p{
zAJ?9Vf&$>H3(8qHAz6EFS*J<AgC|#I98YtrF7;#xpS(by4kHsg7dj8t?H`0xHU|#P
z1PKfVij1{P|JOKHce>hv`M0V^IA1^aANU$teKCBs^-ZDSYW3gq*{kbs2*OdT1}dB|
zA^HJzcG|9S6Lt`Fp?tLR%I1UO`R!|%O=#-^uu}-SSYP9XUGL)$5sEiwQ>mzsi-jir
z*``bU?$qgA*x~iN=hHVMTc<YRSHwpe>-w<WA9_DeF50JnGUAKLD^riT@Qtx&|2)FH
zRxY}~Y@KHPQ?zU(T%Tv2{;>>sw%;~G_iRovY_;5>r`9awa4`NKvHUjbU{cYJ<D`Es
z=j~6$=CxnYGLEjS;Mf8G;}2vdY3qu!2{tCYRXFPV{%kIrW)W}Y7#_>QYWz5~eGtxD
zij%Y6)!+A|NB{a41kXPin75xB{CvGI5?S~RqA@^~Vi?-~EQn0s7xZCWF(Git9a12C
zsr>tU>$r6|y>WYnob&=^(!a~@%^%z~xeF`<2JijrTT!dzDNUfyEZ(GDIoFkBD4_=R
z&7a)IxppOg6wJ0*%3e^7N?*FNT=4NyHeGC4Mjr3Bk`1Jd$Za1K_fUw~_eAeA{j%`5
ziR(sfQl*?@@g?~Wl2K3%mQg;#6b*icnqc~UyEv-ur^}Ir+7gha?b?(;Ws3KgavM0J
zwgt5RK&!`**x#sHE`(TX$TQw;_SMNdC%`~>2hc}a#XU>9yc$m(IK{l3wsM}|T_!rP
z%UYlZ)JMsG(;vktUl36Wo83*)V7dq?@J2~PpcEVH>PBRDDLQ(J0PlHfU4O^plP)M~
zo0xzkv`f~L%7%Gkloj)aen@={RE+R8C?Szs`kvhIgmUTD_+UOXpFIvONpXV94xym4
z)i%aFG6dEctfe@k@#3EmaGLdTy~^?)h%{N861;B<i>|QEP({u&q<sBWlF2F&2Oa&L
zo&_xI%ARzZNjQwleyK|y4rh3Drx9I|@Vfx@tEsdDhh>cB$aWDS8`+BH{k+8c#qf3d
zOVR^j`fX(v5a)eM`rqcHWH_QECC}&+7GNb?2lB;n8;HRYLeP==sx?r`ahhuTD%rFw
za%Z9&qN;SgGfQOltq-2x77+#}ICkZx=`5sUWR`)&0z^D-EaBby-0w@U@$=%mR4(o<
zCl@)*&!qUs+6K)ev?{XWC-Fa5d)Q}tIN1sH1Q~;f`MmltvFxQc00#NHu`IkRS94jB
z_)rq_UzMI_ONst;ZaB`5gSudHcTYXKn5>5NNp^emxA9k|2Cz6rT;$)%zPG}7mH#GJ
zwlA|Nn(Mlhu3K+i=R;3F1T^Yga~fGEU!tdp7rVX{f8=;-GoIwLsea3>>~ey}y5nv0
zXyC&K_sjw_tj8C%3eqWG4XyGoAU+xZ3o~Cgg~p5L(TECmvw`9PRI&VxV+j`#Uc_^-
z2zZ40fots~NY&rS*lOC)zl6P0I|LqGs*zFjZ5b{ssty%h0=EO{SJcY>xMq=}DGZYD
z-XNjirw}L&V2>BTx67fQesSkwuJ1IUV!Xzv!sQtv_*8pQd94-?cA9DYlR(P&ubJ-W
z3lYTg;GD$%TXlZ4VFr%&emUL0TnQv$K?1MIY*hq6#5}~~B+Z2{s~p8Vp~+aHy1aeZ
z{9XE!ya@1nEj&d*9v>-t@OTGm&_E3ss(sfH&qBTq;Vi0h3DyVf(IbPyB1GdQ*|?nf
zlDx9pNBQJ!X`K3?gRg`%yUl_MFk9pLlbQJ0vCSMDlF|wvofq+>sYgB{Bdx`xI-eTV
z!>?=yb6IbD{(#OL`aay#eIAi<9$6+sBpeNNN<=F?6eA@$XS`Dl6spyck-CaIajkq-
z-eR&Vi8EVL6$rP)8{GPQuUFF`k2@=ph8+2R(Ls2`fUW>B3BM;!k(>YXo#`Ve)m`f+
z_rdnWPO1Y$Wt?|d3L%WY11;k^LBMftGIO5q{B}H2NpYT=&(}Fm4jw?F*8Mq##XjU=
z-yKhA6`TbMoStQztID_D^)dp-sSM=tE#^g?T#IGP(hu^lfbx!P|CJvC&rEewDd2jO
z^-u5KqG|}Ri*8lMK|zM>Rtkqd0aMFC{_}aX%^YzO=Hh};Q-hM7nMF}n-YewE(HS2m
z_EiLe&j60&<k8pXVsRK~_`Komq^o-mNwSolqI7MyJWg~Ls|4qPGzP7ulMK&BhZ2MB
zpS#AEcz>+%t}S+`Z3wOX?EYN7@>8Xw?64$rQu28rce5A}8Tc~0%r*@I_5$#0JLvt;
zBs(R`26O~g3>}x@A`Kv8ql2tC&A?~{4wVJ#Z}|q_L`PLfTTuqH^nqBbT%sP89Z{dm
zpj0-&A{o4_NGXZ&JTc(vZy$NIR7?RrizV~_HZrs36+bu#CNCI>?x!FLz@Id|+Vs9>
zLbhg<!~7acd=~rffhE7^m?Jrv6C^S`4VlzYo%F`V?Y*1ZduV5ONIEAKeYzM8FC5x}
zgwN`IEpK`cjY?Ev(wqdv#_vvL`qu9oB$y6&a}Y?riwz30r9K=~_+jj&cJ4$v@TiB1
zoHT!8wQlr&^_ZN+LR!Oycyv&J(UuEI?`M=|t5pL09mh0<Z~MEpjjduyTa_{t{d&R9
zZpM3#P47}l`Up5zN1o>zSyN@IyaCZXd6n1`K6kj#GFOOu8mo#ZAJpnPYHDQBr*n(7
zpyt@l2>$5$z)Rox&G-8HuXz<bqAdba-?(@`O)reEcxE_0%bwi1TZEkFO3Z!GAB1M)
zReY>E;E_l*aK$GX71C2TnJ+)X-ey<D0*zufXJUSXMrKfSka0u3C_KZEpjNJzU_09q
z#*8~_SZI{G5-vvxoK1F@MRD*3FdPj_=sIr{Nd8S5q{6~q8x@GB{jxJ6kienZXOP=r
zocxEtq-Gd%n*#c(^Qpv?u1S+jpGW0Xx!=3L#Ez|0ZEsy2KiyNj>F_pvRf7gkg+l>m
z_;=FKUupc7PwH;VY^%xmv12M2m+3G)g5LBdtJ%_hrOLivO~NZ6I9H3Qwt3v}?8dv;
zlR24Y{D1Jc#80T^DxaIlU+r68Qt#J6;v4J9ykm6q$2JD?gjhJNZ>ti&xQ)j~c$6sy
zIUf)G{@X1jDyR^6Ud2O8qphqsZAnHT!T_tW(D+8Od8Iq}b`ol5^uA~4O6$eu)o~x<
zTX}O!(8g|OG3vd->E_}_A0$;sZ{QDAQnK%nf4A(r$Z{qB{zr_Tza@{2s=B(crgKLI
z>)rM>HP^W&?u>q!@Ufsu(>lL<w?y2c4`@ydAQ5KIFknRcB1K13-}IlqS!R>w`Cnq0
z><prD@h68e0|r2Ll91#Jq?IE^Wfaoji^o~!5qG6aw;S$H1Rl$fQbF&lYy9`*5mN7K
z$+#7zUj1m{0(=FlVoVeZe?*FrHMp%!EZ^BVGFf1xY9*a6xn@hxUN-K>dDY=2Ox#1f
ziU~uy(JyG?ez^+fJk{6f(<bRco6j%f>|`xzN{Ze@CJ@GGe}0$nPe?<w@<)dZ9&-B?
zG{dq<sO#1cgS=MaDs8B3<4n_^W2M@KXXP|(FA*s+!ou<BqT;C$KYI$f`shjuPx&dG
z@7{t3iLN?*Gnw}>EJ*mSS)|nLe0;v)2)wjJX%fm2U#MZ{XhK~p6NlWspCN<u9e1)$
zR}bTM*Z3F%obvAfy%8cx=~2Yn@NjuNQP|MKG=?>@6tuFS1PTv$T)sUvXKOL%1PpaJ
zfci}IAu1e=@p^b=^}$f|g}uy$B&*ANSwfz`B^fB+<%sMi?~#1X+mA|eMUoY4;wxx{
zY<&CS8ASID_FKir9IQf#*S*AJzy;^hanySjN@!2~*DSvB{PswVZ`SWjtlyow(#pV^
z7+K32PA-lpY}$h-Zn_@gVgBZE+fG_lc{8z-p$7+~5fDsx9FhA=&_)kncaEB@n5_M~
zLw!_!l_ShErD0Wh4YQ3bM;uv9-LzZ{GMYEra=b%9?|Hn<)({P=VJ&W_?5ez4q~d_J
z+#-`_eR{SNSSQ4$!JR7mzS7V=mjTJPFg!@DbKfZ0lmXrm5SHjYE{nn5tu5=V75w1R
zmp5_$&U-qahy}GS-134Nm^;qBs7VUig~Y2!s75BK3M|iCNL;1`DmgEGxMk`l{@ws6
zjiv%fskbqe8O#xXER-3y(~GCay|fm+9{p?la-;6Fyz=q0shr>3?)y-8&pB7_OPhD{
zc*y(kda7%?6heFQ&&z-Q1LY5P8zg0Y!#t0S2j(kJawC85cn_^^MEpUGN&~3zUz#r*
zOX|4{EH?zd9x<905Jx9`X}kM3{pDLHtp^TT50dCreI4u^@3e5`Sa9?JU{vj&6L&p=
zD@ROJ&syKwxc?~^lldj#-YMs<CRdIoKlFe5!me{Bk(-3koR3?Mdq$+n5$|<tk>;Zo
z7Zy0OYMr>x^MHzTyNDdgoqmP@qe5;89O5Hiysi^eRp9?E8vS@7#<&}R|3^#1^1=?V
z6mY{6!ilod1eo6_E5QwMI<IbL`LHCQua&&5`1-j36B+oW=s3{_v^QCPJ!#ndjGQ8f
zhnDOl?^9UGHtb1&p%w$z#2D%y2rhe`|F)MzvD1E}xDtM5Sp}~bH6lb#5L*%tf{I>H
zLu<vnM2hk)*^U21bFqycu{~AxqjtP?2O)XJ`Dyee#ToEu^>bX=t6JRy-X;t)e_El@
z{$8xu934jy<pDN?oM8l9BA_UG74k68#gExoQq^1A(N<8^_V*P=FFsq$L-hAWN}pu^
zGjNt^8w!c}j|;B(`5~8LzOmV=p#a}8eO@<WC6ZhxRIOMHYnw-Q7CU_4Nq&P4cQ}A)
z9YUTc0DU6MDj5Wo_a93e&1#g983XUWlj2FvA>`pd+G`*CRvM3!1c^IQ$-B|}O3w_u
z#Grj}#8WE|l|Sia2If<(Y>>~jNoEu!mg={@(p6L#G>OrSp_j9j%~xS8@jr`0&l4BQ
zm+*r2?O##{1*H6XHu@4v^YMZBoy<hQjRS(kF!^#S7_GF{$ak;Oxp4vb5k!uBD4@0y
z6>-CXhcsCE_@wRCK-UoRBK&^J!^(Yh;cyf}1fKlrx{E*D%^%s!cz0BDE5zZlHDGNa
zYqv1InU0<0lPm^J`C*UA+y&8)!DQ~tZtl*}%*IN4oqv<?&HwjAjmcD{$(wr1Nv{UJ
z=C}Xq-_luC#+p{a-@+|xN&-lMK<W#`8OEL?YaLHC?GYJqzF-y2XUp(_$Bc`RMcK@i
znU3q3n@8Zy-^GD;fCz$Yah|Yu<Oo(t&P~oyn_7)lInDe(k$b(Uq7c{fs>OGl7HDgp
z-|zb|iBG9a4aTTsf9#k2T?zo|#a~CM@I=Jo0*7S0=X36Qj?tn?05*~evi}!BX&*Ku
zXp(-{tCPN2`5N<v2M&k+T(Idqvifx-yfjOaZjlgDaXv5+@+@AVUVqZE+x<`Be`|KJ
zmzpAF93Wop_QcG}&X}x`=9KTrKi6ngbgY)LW1fzEqHdNCU;H!V{rrPf==0+)4biKG
z*7s5^s)UZq@XKzE57z^0u&}_Rvwyt$VOIx<HXp*yw@d-u|9HfvMSUsJra9!`n<&T4
zz^hmkDhNLi`{8EkP(Pe-w6ur1n5sKfJiGYm-xAf^ZV?`K_6ZdlwwC(gdZ9+&=I2$f
zV4Y&~xx^9w5v|YRD^@8~!}YMnmXu;+RoL_6Uyy8*xt0o`3Yx;7ao}g@;?X+|#v7lr
zj;+{~oBjDAxl7nwu0{R*VEkDBb@u6Y@U80hj@jeN88Amom*{b-)i%4#oPtm7_Zy$!
zz232}4!_wo7Tsg*<0F%WFIg>4)GSsDgufdUel^>&%vmM5d^@#jQSB5HsTsHaM7d*V
z_S)em32)G4s{bjwnuv<V=|b(-=&_Wm*Bm-=k~>rjr-?Q%e1;iw@ljnft%je%>;Fg@
zZ!wp=I5lkw5-&TXmOP88b*h+^GTUP>IXwDj$KoGe-t>)OL@qy<<(a>)ia%AfpMLrG
zx<50fd%Mr^M^XWfaWPE@g#)o%uMM)!+^|pnxD{5Pt%7qg{fFyoDMq3@7v?FS_*?G~
zM@W+|3hi^>Wt&lZ<PqR%Pxkkf>XaMSj=_6}-7|O`GU7~0gG-(yKdcvj02<lrOrr;+
z$2OREj_wlTgjaTrj=ee*T^0Dyo@cg^F)fm(x+Xh#{+h})6w54mrEaPXb{W9_#wC^S
zT*j&R;L1U&VC+4<nH#$lyvpIM`b(Hkm{^o1MW^t5u%V>80bN=kni7*oL2mmxiL0O>
zotvKvKFzbt2TkbtA<;ChSTZq@ZKJ`G78>!u1xZEj7BH3;24X>el9GId5!=2n<WSzo
zQd}rIm$>)d4<5rE)gh(ZwfOLbX3#-Fi<o+WOP7lx#cv;aMnDQry$y`?HT9e3Lik7|
z{I$+gExm86w6<tAq6l?^VfQy*$ZuTOlp}-0v;Ub`ro6!T1vR1h^VlL><Z{DJ#%hhn
zBuxjQri?1$2B}W1O%?IDpOBBwLjDs%dWQZJ-Et}^Uf>|2D_I2X8AWKb`19yakCDzf
zs|dtfV8!Hp$~Ag3Yt%ycLrD3Buq63Y|HaTJ0i>C0CO=4m#KF$!K$J=n=l>GQ{QY)@
zUWYiAI$Da6?b7~)+>CRB`N)j!;LWs4wH@smsp9!R{iG}MgG?Ix>=eY-SXo0;_K+X0
zi;gP`i$;ha?4I9U`pWx%-8~^PSA}lYtQ1_{K8tO%JZSWomeq!Oc{0MGcaS636l5*J
zy0V2DQoD=m;{#shWT<s|FdS+lsy+KyKb*lc7XNqovOqPOn^=s5nv(-{W|)UbxUF6)
zvh$-?oZ8{Bm7RBG-R0AviCo$P%qv4$WWfwir9i2Y+-3xCKROp<0(-llq8gOWI!@99
zq0uC(427?9%G2t(NK>u?F8jap7R%&(Kx~mz=@tfE_sWxdf-|esQS{Xl<Z<cl)k~Eb
zx`?{CJIqHaZB7+k!t_y!#WaO^18tG7+MaE+$c0sxGJc5>fRIcX5LAf1&wocoO9G()
zUDyX=g=COw)Gn!#H8!2@s=p$Sgrp3pqmBqI&o~MMGW2s<;(6R1jY>ML^HPsuAt`C@
zcjh$5(lSHsIE-S<m@$Y7W+e&1biXuu$_B%=0h4_g&a1<-9rBG<Rv6FQa;{H%%t#))
zNJHGFL>H!Na8R72pUdaj<>`ChE#t@3ju$r#fa5~+BaHl*Q;9oKM@!wxyzq0HyBMx>
znqL1Q1Fj`a17uWJSKMdle^}Y*P2OSR4{VgScLF}zzorpv!*4n(v#3pR;9<f$a1{p1
z8o&Pe(#f%SFG7gMz_mz+Ax5u=5geV}aYq(&f02d!nmF6o7RGWDQ=1hsgcZE5ehpe6
zBbt?_1*@c_l!3x1ED;2BhpOfw4Ty9|f>aKA#}P*XYJYl5C@+<2z#+%_cTcqEEw1E{
z`SgC_LiXNC{Ro5P7t0iCg|)dXsrucG;<Z|Y#H8bl^kwnKQzt$?zx_^k_qI^bRbnbQ
zjn&MhY}0Aw(07En)z2%)<pqpW$iZ`+?@&TrpXfQ$2l@NrzE53F8)oh?p8OHnd1F5L
z^HkniPwzeR2TL~0P5b(O>q6m`idbixNhbr@aJ&UF8f|+ya7Q*hTKwJmTUU(ivv+b&
z7u|y$;%A1kK6{496M+j}fTM#&xnL2paX9&aHWk^Mye?Nl<h}7d$`eC%z8Gsd4aezQ
z`6e9OkGx0?xlHL*zwu@i*nZQ<mV(wA&~F~oCafPv%c!z01@6RjYUfR@>~%#mx!`>{
zjj;{1F>tZ`FMnnpX&6BXD&MANARBlUQ5LqP)?=M+j*u%473%|7z~>-1Ube5@Ryv{(
z1c@)Qm2A5qzGP&8$Imo=bjU-}qLCll9xPpV*<~_eiD;x=siGN)?yYyp{-eRH8$iM9
z+E$uNSV}mstzkKU6=yEIBtJS)9`F#Ztd1Hm8}Baq@sd7jFjB17l=?j2X`3SVyP|M%
z6t%x%jh>>;XA)9k9r7ao^9m1ziqbq|H;5220?icsU)0afdmg(lCN@}Zi1a?{`%!6S
z77>)o2d(JdKN#ExPq0<Y>DJ5Nsxw7HKWP8w>>X_J-UA%ivBkpTx(PtbFbCQ;<_%3n
zqvopQ1^<b*$Vz<^;H?{8;H!I<J>gbtUTg2lz{P>*OSSsaUmJ2aABmGsi_;_@gV$P`
zsX%Xtz+7@8fM=Er3>qcogOWtSS6e;Z&_Gd6QDFflcXQaBoob%yv4V0thfrKeo`l-V
zz;vT_AZ0XW#=i(>Jp)85AOAGY1;_<zoe&ukwTS3{!=UrAQ`@|php*42N{Qk73<!YF
zwI_Z081P?W_a|eH;3i%rXzfCGqNm+EDh`$&2L3<2B7dT{qZ|H1!b#Oq3Wld&mM)S%
zQ?tsOWj&2<g5Me&d+{W|De&n<SE~%zj<7;l{MpB-*wTD~CliYiOtopGB**5$wgwND
zzAz$`OtUzw&4Y+&F!e|Hi{e-*6V)#;o5!I6bd5sxtg0P_?*vn=8^H=OYwgL2+NmBw
z3O_23<}ZfV{)vV(hjBE99}}(w*ASKso(Q6@%tY8%%OFqRmFvHM2fls1+Bw*4$`<(<
z7`Ab;_~w|K_s<`;X_SP*n9S(R^a#BN1s7fGgxN#Z&!w(KBSMYloG6gEWM1C;_+O2x
zYVJCLj~+S)I=pZe`-XG$H#U!;GIKgcS`RjC5V6|srDajQf>fKc*rHUWZ}IKl-8_gv
zGv=x5V<aO+K#!2veULd+T3J()Y-h+#=6;Ih^25>9)qg9uM^_#mlSWek3H3I60=Xsh
zbs=8Jl<~vvf!(*0ZK;+Lj(e*NwlYa|J=p!XR2ih99B4VG;Q*%Brnp=#M!}q{{8pH=
zGlMPJk!PM-1oNa8ELQjz`r^mOeo9xKDXc8tS`?Mq6FkhQ#4*~6k>c~4#ohsO(K84;
zhR7-p4l?7{JT@l}+}Pkrmr;1HNtT(OnW9&?O(!5e_jLRR{RDe)18JsOv2T+A5X*u7
zlPUDwRWIpc{#r(n^@#IH#~TaF$nNc|ZQ6$nwYTuMjb-Qk?K&ADHx(oV5*jENf&Y~J
zfi?WauX(j~NEu>)m~vYzDjVMQB^+qZs!PJ4iNb(cmezCqChxCEvVC!iYzf!unE&k^
zd>JQy+}a}<fRD{^^zd#LHISFCpp(H=LXr~*SurVEB}P>^*!bg%BqulF!sqM`x-G}$
z<qk>lb^l54XWgIn3GtZTeoShvfgIhQUUf-i=8IO$CPs<vf^oV=ShSlxYwZvE9;JM0
zHjk&A5ojd0`juHNtJm>p3U||iT%G&oYEWz72dRm%9l}je|K3@%?0DKQl#_hw_1IqU
zxiX>sUJr4BQHzB<LSPkB$9Az0OQuinW#*yiP?9b|D1X)NJrwsWB=G@#lnm)(VCDVV
zr~=~r9Qsm|Dsw)`MW*>Tz3S${g8(VgFfraKp}PQR^MO1G@5tP-w|06L%Cqaih^uIJ
zKM}7_ajp2vIMV+`mKhE1_Nu<P<1<Tk&Dm@zM2P%;qwcw!`SJ4<d$9G^`=)!+;m@Aj
zyzh<l_Y?h5dphWPFSZr+qw)Dd=0v3E@9mb_;N4$GvpP!;8DqNiPN~`V)~%d2Uc0)r
zMqa$o_bh2mglt=7`nor{Jl6TLcsFzC<u3y*$GoCpQ=<)0wL)_8Op{n0SFYmw$pvOw
zz7ATCxOF+ne?<m1fdY#aHR7iXx2qYY#>uy;$V<x`Zm;G@_zVEIuw3J?n7dN#Ij=nY
zirz&qCip%5w0GwwO<i-CtT^#*MwB%Trbicpc)0_Nkt>MKWqw(CTb5yZyv?Fl6n5N=
z8RI<9!|4Zq&DhG!59G<kz0-0isH_Zjp6TW^jN}VH<iYio6Epu$@rEcN(TqheVMX*_
z8^c5k!c0no6hJFAAHDgt0DsT0Qxvw$4GCv`f`bvfyK-Sstaufk1&9~*w0#EEuX%X*
z4?f2}FbgSW;CEVT)@67n<}j6;#vLI^0nPNzZ-+^6>}>+7P7+JP#yFBF()^9gJig*~
zL<kNZtIbnnBrKh*E0jhu`6ew=C0e1UqJwLh<bQyWj&r3Rh^tZ{Lxzn<-?!?OdpB+K
zh^j+hFo^FP)SL-~8eL<MLW599-8Tf1-82eMR?9_tzz9Hc@CS;TH)$xM#78y-Fg|MR
zvjT=kf#T_6<W4-=%|I)<u4vkV@|I|8VBd7K7H1`O>NjBB9<2pd-iNimJV@(84H7sX
zTgM}H+F+S)4@oRjTCLg}ABe+-el<EhVvkAAJWhUeTv-|u;H&bm=6gfegb{ZyV~q#^
zSFeRFiatnmmZGbp+7Haz?=ifvF2=&wpB8h8tuLd`FyoP22ziS$$eQ{YaWo|j2V?cC
zR@>);cTzbS;L4UI*ZJ!=#fLC^#j=nW_sKyp!-p@Rg-Kl8z!Z@BND2o#=x2Uk0ge@m
zVL6Wo3k-4j9TsjJ@$&{b`Vd)rMPlvauup{z$Fo4eUzFQbk%Jgx0MuU(4udXoq81>X
zs3hVrG(6@HDldN@h8g!kHp`95(>cF)b(=zHd^p<Wj-Op(ze;=``AJUW4<>w_$=n30
z+6R3oRuJi$e|_I(&+*y6mC2O92^}uZecE;*cfakw<PPfPXwJBeH4!SgE?i7qY}VI;
zLeSKo$5m*faKLz<;73H1ri%38!!qG&-5u_*zHI@s9KG+!$VoIFMl%$MCH*Eu%0%mH
zx*uA|L&P-SP&|Aasm>8)*OT`<w^6tHzB2cD@mXf)4e=1CE^I+(BEsyMv|Q_4@3u|V
ze1iTK8B_>d^n?A3rouxkTC%d7S=Dk>0TEy>W%%qj=3W+#*>%49z7rBI7LCj3TOGW6
zuRz518g4~*worPv(IcVkU7P9eR>6-EJm1IalO8=Hka%!<k~kc{uRDjLo?PlZ3)Xwu
zl=?I>#8YHh8pco$%Op!NQPY>K&e`|RNj??z1qF`>2L|2z4b^zgp>R0akXdK)t;K)o
zZ>n|hQtOm|OUT~r9O`_#J2v%Z?aR0Dt4kn!a6M%cPS^$V{#VDr)d1YC>09{u$(Qh}
ztBsqGtCay8#p^X-v!FmAbPu4eu3x1#U*X%I&xW3UX#zg)u)G`ZS0B1|nEgCFXel%G
z>kMK2S8}lHzg?^5puK}knCZV={&LG}0AT~s$)1%9-=Dd+wkMJsczL$?P9x=K7#{C>
zNKv<TGB??@x4PT#uIbrx-QSiUroSsHhC2GVxIgjob=o$%=`q@a>vE*2zi2FcCO+g_
zP<-h0usi)@tx9q^q)_;>{lTU3euJ$W&tN_8pr#2YANhT~X!`&osup`67j<X-d+JUe
z7*|Pw%aVh=y><D)zrGb;g7d#`*#>uC|940F4pTiYC^Upc{50Y%h~|kx>O~2SzUMeQ
zlh*}gGvunqbHeM?xS`R-az<DG<m7L#xN3lSY{n<XB^q_I{9r3#p7svC;y-U=Qd~;u
zN(9u$WScg{h<VA@A{wfh_YGK{Z?w_Q8}|E)tLiI!ioH4*^>+4Y<!)AkV?UKeBshHR
zZFvpL`*7cF&4G{V`(Qkm+}8GkZ7ey7JDNsWnh;+0KGuKAr1rR5jrMQwUNU`R&^Hs&
z+9x_5FXDsKg)Oq4^a<}v{|S)jEeagY=}=I3{;RM5$u;izp7$;(I>GB@;N0V2J1Z;^
zG=d1aNZ6glah$Yo68nJ31!tJ%zDFD+0FHLV35*g-5K}#j<vdX)t<3wMFAZ);e1Lhg
zx+Cyfz*fpn@Vo+YY12YVrt70cBr7rKJdb`wE*_ny6@36>J3**EiCI9%t}=@wG4veZ
zHX=&#WfCVyKI5Gn>>o-NLnVfS2WY5xG;TGKBFdBgWgzESlp`-CVNmG$#(s640qd?d
z&aASny8Mybu5K#b=ov3#zKcs1_M6GDp{&NSIi0vc<VPq9KlS1qVp4n?gN}Y*{A}#4
zVVF^bQWo-FLPH}GKGP$C+kF||xvW%j%aPOR5_u?K(5j~OCYao}(esINIC=3w;+%#$
zNd+YhQ`7+Zk=1j@2dThWqg3Jo4ikf_G72HhGCp<FdvHWZFMhrjJ0z6`uS-WYmjqDw
zgVz0fgGmY%VWgG&>S}1{bR}|HNrB2h$MKQjIpo5PB*0096z<E=iHc%1M38KUAHdRk
zksH(ryqerkHTXkfPL9vmd1-O)AkeE_^V+OGmwLY^GbkFSl8flqs~b$sKYyAc+DiIb
z<P$ex$foMfBK7$1{h4C16+!2ya8cUW5wEk?;xb?4Wxngu08J|VS>Zk4W{U3;uU|GW
zz{?%+$7<*526Pw%`dtN|5Kyp2W(4Qjg3?q&RUMvKCTu@0T;@n4>GjcpNG&cPaAHt`
zEe-UCszTyj;ZD{?ss`R<sJt|ugyk2i$9kBFLWUy4ERFL4YX?5xN*+NUh7)56Gg!sY
zt0qz?L+R~$A?-k_oR}PI!^VEL!x$@W#(dRim82v%56u;$0{!RI$IiXgusV*EvfrTD
zRnbujSS`rL$|+FaajWN+fQ=_}m62K7J98b79q^Nh;dB_{Di3z_7=z1XfC}$O^n7Gg
zc-|q2JHpc^niz#|`UuxsFjI&kLiLExr_kI{_Y#c4=Di|Gq2l1UBiKXRO*0M4*`KXV
zQ7wW-z^O_fet=9H$G%+_u`+kGBS9-wNN*`2J@XAVdn@4bBcxt=S6I++y-z?Vin>dL
zEP|m>WSMq>mtcDqdyy}Dy9;j>!O%|Ch61ZZA@Em52e%J{lhlx}GnC+<4~b+nP?ZNn
z2CYZAg&-TY{4Mx(JWfMz$#8jqLZG4FXh9Db7MTcbe!vCy+-}V*r67>>#*#|nl+yqd
zGdf6V5PAm71E+csl#uYqlFL*!KS0AzVg^aoW5UxWn$BM(&w21@`{Zr?TxcDoj^m{;
zC1ccA@#BZK@)c8CiT_cAjqp}LuxO&MI2fHmq9;e^|8aEg@l5}J6t@eT>*kVsHrL2q
zlH9hr=MpI;atpa%QptU0b0_y(kxMs~a=#S07e%O4LYR9ZbKjWl_xb)F50C!RquBO&
zzhCEd&hwaO+K9glWl_xa7{Z1>C&M<)FOydmarZXk_uXU)5@p4pJ<%K&WX-$N@BKSl
z4XK5O@RT2~{Z7OR%oa(4U#7IoI+!4@?+lC!hpHn}Z*tIkr~YlXEvo`#vc`?Bd`M08
z8YaYRCe{RKP$+>gvD-=K?qgc%y=q<OuQHIc{5goRdqjQRWbAG3e;eWeOX1ASM8mT;
z{;yNueO7R|@!vd%9#C)v&~;zNvANfZ1}zAFde9FZYke$Jd!2`v9GS<EmIlDA(ZX>a
zcDctU#33&TbDeI*a^rfU0ixVmnF*JaJ;((&8`asiS9d(wWiA;egE#H7;!^I9-V+70
z8GT1f32Svn!!!&}#v{M}khGRyfoG6+z9jNw*Y}mnZXvXvQI;cf&hWKXpZm!IfFbWl
z{>LIJjoCh))d<RM++X+o^Dv`P@f<kPv%SKXOYA&UD*pS22^}~TPKpKW0QXPLUWG|S
z=AGg-np1l*k(z+FZJBJJGk3Y5jVO3v!uuycO5a*oZQ?1Hd&FsZIPw8W>sUBIz05*9
zb@uL`4PzaZ<I)5$APT$;kmAQ0t5SU~CNg9eMmtGM074T?NXtDE*BRS~9$eCFRgz#;
zIJ{Q=U!faGR^M2Ll(#9)r^g`=9&s^LONJw`1Y~P+kS+4`?s5BYsY~ClU6xQ#;664_
zw$H}Yl&hSnkvsA1B)^KCh}ZLwEgNM+@4d%)^v8Maj|C`*JUzW3YaltHXopmIzQX=Q
zLHGh3Di5d13nRfiT$8*elEYkI_r-sYJgM$lg^*#-S;u=$td_5Gg34f#zk|Ia6SB)W
zZ}=vs`~>o@o@TPw)BMtGkq!pBJZ;<HSTr-MZ_yzy{vlsg@7Jq_2J$!CRBuLw=9r76
zOkU*UFCUY+;r&>4F2dK2P3K<SVG*aHJZHCLn7~0ow+=)?R7Awq{j#b14O83=QTgQf
zwVn8>^vcSTuUkDY?$;l<Syz2Wi3F`X2#e}8-175c{`;AUij3ME>-V?J42HNlFb{@z
zgVh8Wgki+b!p^s`09A|w4pl<Cz?qb_z14<Ef18S*KOT0(?*94vQw<8<Ojm*$GstJT
zfPBm~#_A6*E)YhqGv?2qz*<2e)J!WC`j!VopimHh{YQTMlyG%r2CT2b1{Lww+M^E_
zXo^WTCF4h*=;Kp98xD6TZ9Q6lqE@P32dcgbQhc?p^m0RGfB!Pu!3*$FKG&l^H7tFA
z2|+yA5_dscw?#$&kvLA$U<>gp#ZB04t&0ykvGJIr%dzXnr7nnkUjr6xm}J~op*$(i
zX^7^LzU6ONV83@6B-wnT$LBtrq}n7*6R=7il(!kF9vG+|8h9}@^x{)|J&tk7NxV`{
zwMFh{Ij^To{VkB?C0y~Zq7EtPmwKh=ZpkYAG5PpBS-0XAYlec1m}3&f^QrPF-SGHd
zEVbEe1#W|vK`iD5MRpruU0hXQ-Gt^0dyhjE%PzaO84t%_#m1vTQyZRgui>CZu|P$q
za2-%}uqqRW_%2!&E&oW$mUZbqdUx7LAi(BJJzVETkAf)s&*H1H5w!e-_jjHwaxZ=l
zA^5x&gjT-jXsYaZ(kS}dL##e+_1mqNISm#uQ<ylc+hVrqQ!q`m2e8PaSwUdZOF}M>
z0BO7(exE?dQ_=s9sf!(zSk}n%2hWAFob6h57xRH#gXNI(CH*a-JrqPUHsxfq(dqEX
z;Q?*#YY}?4DqfxXV1l+Ko4mQKNR=-PCZR|+$$R)NAzo{qat_p~4-tPlnq(y<3-HOx
zieiWHMgM5m>pgh*M)+>eY4>N|GLDeDchb`XJhp$f_-f!?*>&N=0tv?@+rnO}3B6UV
zNzYr+*RL<4;`C+SED)38v$mx^LbSpsQ#{2gN$PBbI8M^3LaT<G*NLVfWlkJDZDOU)
z3!3eRCnpYA4nMW!mNwXnO}DfMj(FCY0YgQ2zxR-NOv=$(`hIh1_D#_x>QspPO)Ww0
zws+@^?ro1lG*)Zt8YnV%C%#ftpurLA0`02r0yi|De)dlaSi{!=edQsUHc?)JjBY99
z@WZLv=;)x5UG*z$cW=#A<F7Hgr#a95#MSs3X?~^fP2gtYb&Yp4CGvXO#+l9B`-u+s
z!BxaX6e%7(UE94N>6e~{)m8#fBeiiX;JQ4di($SDNZ&|I^=Y$`SF`H!esw-#x=O6=
zcrhd9aO&MO4YM|m$FI$zp7H!H(+|aud^zNtMY+6dL6u5nPXEGF_d2cw4Q&9*1&H4J
zb!_<7BmNV-Pp3|W)V_-Xv9`MLQ<J`&#88uBfhy~?lUz*OOT0=i;K%GujT7<mul<x?
z2PnS?AaW==c4HRuwU!D<4QcUL7f`DjTmE0SPF@V9q`%fwcm!u>oxFIf`Gj}it`|$}
zcurA=ta_k7IIn~C%&Ez5@N+@dcmER?29!rRdwMa(P26Bf_N!k7CzEb({>Od-W_;WD
zw6BXR*W@VRB9ipb^;sATyMzTu?)-FN(BvS7KBxI*@V1Z?PMC*|=H5c6?|%nlj3trR
zC(s65q^$QjJmG-#d=5;m{WV9MEuToVXJN*P-ATgRjsZMhlK`<$UbuR^`AmV2@n81p
z3d+cBg0#qMX1XTrdPBt`swi4=Ctf`Sc?w27izJjoV`t4hHsU_sj^x?qzjhTW)u5)(
zAg_?d2kjZe0G_ZOprQmyOKKD+b=w1>u~4+Jn=rN80Xs^^Edm(&HwiByWy(`n0BWzT
z_<)cCJ<h%2*hiSOC64mMke4lsg`VZg7xEamp}@>cxX<R@B+Pbh<(S8&P!L|9b1wgK
zw3{|9GwsDRo}yRQ=hB1#q8)A2(Ph%kWzx~b%zms1__|`a+k>IDy`<}tP+%q5*_yYT
z0qOB5+kv=*N79bh>&u=h(*9<AO7OHFlVry8Rwm*@u<#a;tF>P_58pQI$7$-HM0|PD
z<J9*&&z?Pt2F5~-wMm2To+&aM;S@d8>_zZSQLV>qjXxGo8HlySC4-{HZ{~Zpx1InU
zJ-<Gmyc8yWmJShrabf@itzbW?Nl?EIa;L)X-{1sy!w$pSA7vgmGu%%cKusntt$YQi
za2g+qBa=T2C)~JgxuHKkjc@g*_>53C8DB0!=DpcY9Oq14oc@#l@A>z8&zpXvG(D|r
znjLUFy4SQy_+CGqU->V8YB;~TSyANG;PcOeAFT%s^5(yv2R%f1N<f2=TLg*(f8mtz
z2^uJey+?%!+^`E6t}6bDk_^7=MbbcMW&b!xHDjueTfMx?^8BBHNQLmF{6#nkTf(A8
zloXjtB%n$nxRcP-Zq@TcZ(4({sRzhCN2oH<sx@kJ7QALXh{9;HEd0wc3!HWb_v7PA
z^sMAAPQR<rTF_Y`OZKsZzJcr47ur=rRf=_b-RG}|ezObxwkTtT0M^IgO6+RCqm+iK
z+u>-mejUy9I{$6`y3NSz#$(||6J3&A%q-z+Y?H;}r1f5@N)?TG@A~*>p`zy(STm0$
zWEP$-tqR2OueOb9wNL53(b8!#h?-sMp06pp7VWXQ^=|QH@T-~F{b4cGZ~R|!*-XsN
zY<B~|w?Ft&IMW%v_j99z(eK*HT%N&Ge_~=u3|i&}bF*cGu{nPRf5>>xj6PiJ4}Qp?
ze9uLd=`%Jz7Gh#)G(=g<!I2p%X1_aWCN8>_xwqZ6UpCcoxOniltY(V3^R+2c=%;}W
zezE(_AYxcKCj4Jd(y}0`#Ho)$JhhC`j`??#`)o!xcB}MJ|Fll@4x`&>fA4s!Zs-2)
z8=6yF*i2EebJ;`ZvWYu)LYF6~JD*m@wg&nZ$(v6qzPu-pZ^an>KY6fQwz8)C14t<}
z9fnx`tav(1%ve8^4m>n`#o1jzbKCys_U&4&@0BXw6Ar9MPG0i^^rKJbU{TMtdxMVu
z*<N42RazSL_U%&CTcOCPy}gQqnT8fvQ>?Jrqklug^L`IAEkLV1{5bo0Pow$pIN#1k
zcgWfIXG89Uz)DD)EN=u~Gb+eBT+Zi$b=x^BqSL*fRr+DtqqF5^Ic^SpXW-1=&i?7U
zU=;K7Jd0_35vk}{Z%xsQpATQHm7AT0ZpJy<s<1fANXa4p68*1ueB(;pc&q4RJab+=
z{wBF`P>z)hS5^O--C^08981NZMd#56Prk-SA!UVywb#6L!bS|u5YZAczuNt6#7r*6
zXs@>L8B}b7`DE2(lH-fmE2KjPIs7U);n1%`hX}hl){1o%?#>lQpY@{Pz!{<sVt6=V
zAT*$el^b<iPe~Q4n>;&hBbf{IF#u8KljTCBAr%#5JXTGsl-t2-B~+j+>(|{>S}#}F
z@$f|9k0YR1-q@>QrenXzU_wooK6=w6Ihf^$<5EwR{L`LD&G(ux86IG0Mcg>{8Kx$E
z&%x@)xiwIf#0=O)s-mk{skvK)z5x8gZL8bbWpf*k=o<H3t;i^f7*La9rVvu<Xo8O9
zqL+^o6HvA(Sb3v6$Ab)gb{;<$tabysZhS=-P$9XqT?qXU9zl-yT~_t@tk%HkmgK%x
zry$2!V*<~7t4)YSs#1Ne)QC7zc<_{;c+5-5zI&YNJ^FEJfH~Vu`ai9oI~A)b$_dX~
zyO4RKbRuun_Em1Yv*Ikrl{MnVr;9lS98s2H9y}pmu%FL=3R9A+tTOA?f5<LZo6cf*
z_Fk%=wKLwt{_f2P|Ja){FVR^%obdWZV|28L*ST8q``(4>)Js!S;Kk3xn5!{7(UEDy
zR%fM?!6$KV)hjbz>Q*x$VW+3wvK6tS?LBx1M#AepKEga~NdP?nC$4|QTOHR9sb)_-
ztRhSO0vU5lidV}}VeC%oR&Xlp=I&3)yQlZ_KfRi77(QkOPfyN4%X*&hIV?Yiyd7&>
z!={5l0=NF!Z^AxVoO8nGl`i(2ta$F5+8Yi$*c-6U0b^Oy$HP8f$goex>AZNrp{<%D
z@vFXd%x`xtMY^y1ScvlbtC^d8Y`Drq*4rwCsC?amLe^*wT2j@~>_0&bVGZurLq01?
zcA_8n98QO2o*Ah#gMyQXjrnn`vmE9fT|ZCKjiBSbwdTBV1k=qSSsgfKJq;7<=)~&I
zp!bOtNqEY%n{MDJ4-1P{_Ea4wUzex~4K_`m---t|fj#E-ntN{E*>6gK4Ir*9V;xed
z$@X{km0Hg6$qVDMAJM{)AEbd)+UjmwfoisZX6hTdh&`iQq_W47fzy3+%k<Ei{SXAv
z=|M<ds+9Z_qsqMOnY(DiA(xwWj2G^CuJO+2c&n9FR($eTwRHcuU@~+8DWq=ffz(}d
zU2)e;L?dhEgkuxNA-kWtkdPOV2m9m`59AP}4&<fovViu!_RHeEFDt2Jco%lc@~rqR
zjhqR-5KbD7t7mpi{~f3PQIrB2xy4(Lr1L41#0{3ZKo&WkQ;5GL*<$02lIJud)xOCS
zg&ZU<sQ5xKxj%g0xXt-}<b0~)S|l4w>R=UubN6JudV1<ur8-M^i0onQLqE$q$TlzG
z3SslUBAv4h+nVU4-`i=NQH62(YnX5^Rb{lw`qfsownM#2b!04VJ1NEE(YzVx{F-em
zII2hx$;V)g;`UjI>p~o|W4QhWZn*lao4kvC{oG&cYu%|SgX2*8sE%wGL<#Lf1uQy)
zm}CXxZzN;4^fo%g87!QQ^tn$-_J}hrzYLJ*wcuSW!h<UpAX@;JN6lzk@T*uq@$)=x
zDX6tRjKj(s%if_9Z_IwBiR@k_2V`bUIKUry2JX)K@+Av)NtS2}jDTyx>ywel-it=V
zoR7O^Pxe1L-Wl0-BgAb`^7r(qnIL7fxq)yt-UoW_tBy!O{_Y7d0M}Y0xucPHvX9?!
zpR%0SdSHq?&Ak=gZHLUCMftUT@*BY9U0QuKe1n3ZzJfBdoS+HYsZ!ME%A-lji^`N_
z`R7nD;k+z-c;yAQKg{u5^5ZDo$kr?1-P@*>+$!K!R$3CMnk|c~@0Qzd7GJl0jUUjQ
z5>7{b&3iviUr!n|SU$+b$DM}u*oK5tbbD+&EU?!N(^4+N{@7mIS(zu9sf5dU#K*={
zuL>o|s1mau&7uyDx~Jc=Na?+Ou?YvH7Oz`ZO)j3h`WRl~c|i?z^L1-r7r&aG;NT0Z
z5hWY1CZR8mCLcu-K8mnb(igaR*E|&>-uj?U9#F;k5*v{c2n#{BdA0IJ(&I5`6On~g
z5)G|`Ch%8}5cBSs<3>Fn-T`5G&0Dc?35D)ze~$6FRfq`IW3|tQXr#UoF8b1ih!$!D
z#4Z^{vOEc|)=(~`6vj_4C#`?%k{Hl)D3$?3`DIov&wi=e5w*1FCyqj0O%3Z$o+60x
zptzv%3sPsGZ+ia}n}}SxX==)wf8Oh<(DIG^V@vk=g5T{6U=aImm4&(6`{Lrq&z?DR
zXLoe^j2oz~ol48dKhaVXb7%SBXAedV=yd}A3zn*{og-D^FF=&hLDwQ8Z!La&_5DOk
zMN|K%{}ohc>@ItgoMX(^#HVkQS01KJ_HH{Bx=dY*jJ@?oBmfnptlx2GbMQf$>$F4k
z?W3Og-87p%CLztabL)1@;-7<w+?W2YE>27zul3R=`DcceU!inc!e^=EU&J=kyNErj
z=B9aLi7M{Bg2T47zi(6N`m%(M`b5UoEY>8X7N`{LtZ8qC$=z6aZGUa5sB9)H*E#pz
zZ1V!$^RXIHB(4|I#l`}(KOv7vPTa5ea$3C%0K5GM!$NrTYLRiMK3*wF4}Y)%yooqI
zJdi#`l7XtDbHS}(WOB~fjs{gLu5G~9tH9gyGGL&TJlT+bvcBGjWT+~T{7p?%PX7^9
z0{+}LLCpx;ks`2v&cH#)pHI}sDc7?R7xXyj*F9@B3M2;Mu-0&V&sv?=-p$GT_Cfkz
z;U9<2Io)45yM)(vhSSx#i!VI08D|SiE?vxj6v7!DuU`b^4z&E3`R$?}r?G<eQcTCt
z*w|G1P|w;_J>BrJ+gPDJo1&jo{+-X?3C$LGf3Fz-tJbGZ8ozlW&jKP;S$$O6d?E#v
z5lhGnq}DgfFnM^zjM02}m=-&OOWXcWN97wWESg12+i7XNYyF=@fb4lYUZX&P*x3->
zJg_=1ByblWlA7N+I&M2P6@Ac3C;rgC@GD(0Ud0hR(>T>B!dC0vuH46Yy*o3vm%T6H
z@Jp4n*?LV81fq)H?z=FUd8E{4@!AIb!8q`Fh`}_GJE=J0`Nbfpq$fC|YPRApNJ6W*
zMOM~M;$inB8>RMi$~aMaqirH=dSVm}u1lz&ahr-sdsREXNZ<V@70BEwoKuoKPmEIF
zsiZIiJ?Zmhu9b6kH!myrMZLN6km%RD6dXwpDEg|Oe#V1+E@M9q#w?7vPJjuW%2n^&
zy1td8Xw-fuECoI+EJR3__~XTOJt9%Ko&2-CvClAXop}7uQ8lwUkP0g+FlX4%A#_xM
zJOx4KJU5HFf1E*%Jo4dUhRh6N*7Q%(dwF{?O7hIwWj<Qc$BRU1vnV!1^L`w@h+E70
zdy?swncDW|&c|<CTI(TnqYEY%Z?Xc>9)x=WD)r_4)R&HMj4cUu9jIuZbGv*2eUS>&
zE9Yla$S6EQ{$ZQESl=S+9aKl@Er61&$ZTvz2>@Kam4WC4O#CBmNcgvLpyueyBv5<U
zip?smr4X&oHNX|S5DzvHE|(==WVnXyhK+N@c7-QpkC)(QHTh!Qldf-JUkf)QdW7YD
zyWF|JI6JT~G2aqrj!cZi1qi2JA(Bx!A%E{hg-;JT0p&_m&>8wC49iurzQnBe_M2ZR
z#%KYaOj%S>0{IgK(UA_8=OD1G0!&+JK>o}MA;UQJ#?|YydW;7#4ouh?CYUTV)LF|w
zY*JyK1#cLL;zYa}SqO~^1;(mFJ8HKis?nVcONt*&1P-fhh_ZAnD-(?qelIzQF<xQX
z{vdfS=WJc3tKXdk3|HY)Ao1kGzeZSq)B#AB<8i1LZj9ND*KG9vq+Yhm_qPajF<tzI
z`Nj?$U`glKT=Y2RM0l(Uv-KDuD`~Z}7>}kSlki9?Aw~GZpGXL^>mYg0PaOeWAWLe)
z)=|JztDbR*104J&Q}D~ikX}Y(rg!Ob-9+*dN_-0^=EA_GCIWx(!doz>A6}U}52W&|
zm_|Tts`yqn1u@5Tvr`+ujDmrH;0R%lVN|++y0@G0P+S<JOz(Y9P;kHsGb%39k~W)0
z2kyI4lePeTGGZ1r@s18jJ&YH0SdHT%jth1(yVItBHG}zpOO_*wuEW4#<F)A!5lD6V
zdzn${1~rLW4*)X{VuZ&bs^62`r4`7<;nEM?ah%#W(2j;jsLOpkfbK$~IN4AMQcSD}
z10-hN0{h97{PN#=K^qSJi~^chnUW$)2xBx0=9*PdN6AF!`=qNrAVQ3+HtY;eKKbd(
z6l-{=gAIvE<XA#v{H-NYOn$g|;ygICF;G>xGfGdP!%x`GdqdBAv7TQ7tUQS}d0M5_
zzL?{ySD~~~%sT^h=E0QWK958veygWUwT8L)VFS~)z0`YV=3s06ZdnXv_GKpK=wHJK
zp1$>ksTXn3QsY9OpA3!#qV#yiZW5l!eZVLK=GJFS+R_FldbcI`;SqIi^RA5nbLr!<
zE9QXyK-J)IY1^iQwlE(op+{Xk+IMX~8g4iY)_)VVG5FxF1h6KjZheQP4Q`aar4H9^
z<8>krGR<s$V?wtW+4K9E5|4OLhrQ%S`z~j}Wl1v|#F5^P$y?iJ!q#2N*w)n=Gz^;b
zPFD2}P`^@&z=-9;yCv(#^#Y5MT-+tz^0eHR@bkN}<R095N78u7-KN}EWmNlb=2|u4
zR6!4lfPpBBirW4)et%KG&ol7nkLOq8OxZx6LSDUUSnn}Z3u4j#2ZEI6rTd{%2iJDF
zI)#)7$H;6K(1uhTHK|TV3i+ssobBj_unix#>2>)eg$#d~u5yQqXKxE3zXc{xlAGUN
z0K+A<p#)gIm8~M%`zF3`YXp?$;*>42YOAYb98m`=a}eYd07=CIfons}%Ge|hIX@9Y
z+-*23P7c7{#MN;s^?g$Xe-{Ds4GgdR0iezhHUbO1i*JY#L_xe;KmlV2P-6`Hq%b3$
zMi?WIQA%LR{76w;9DYTL8TW)8EZG}G#q@0<a{NF!72K}5j~#`PhWsjAbhlbq7DAxI
zA}M|r`l{$B(PosjXA!jrx9EPNU`94U-;d>HvW#R1e<XO*U}H84NrqqaSWVDzi`sCK
z=GwGJP67oXcqPQ0P3LSl@C`NHB}f2k-#yE%qi--c<U@vmPHJ;w4d}1G$bgnPDJ(mQ
zruiI0nLA#4^I4|Lw&JA5xD{eA@K^+rz|N}gSplF@mGl5|BL`2J*J3f388<)oCbbt6
zmvt#vzSYJFY8WJ;H}$j^lQo|AZ@P+Cp2>10V%;tSTmtw2yZ3t#JWTA{-d~!7nAuNp
z>-ii_4*cdLkzsawYKTqF(Q1nZEg|Wm-baonSar4Ea?<1YP9(gQLBgqqXhSc)J5p0c
z_CNOu$oQ+i{OQLvw*0<@x`P1LHL&K~LKGi+el_2h>o%m@sZ5zym?rD)5FrF1urO^C
zUYHe<iuS+LB3cCD6v6YJ<RlhR-SWh8DWp=~DHmMZ+ed9Gdy;2FKvGb1C;@#2Fg!I&
zUH}dQL2Wv*W%Dl$X2;JKYYRYUEesk{2#Gz2R-Q*>3c^C8@4ZAx_B4glY9rm-=-|!#
zEie9+w{fbDS&&{ebL-3IY|06fl2~2>NDil)Y)Sm{;hro-)+R6w>t;bf#TMgj*9fO{
z<|+j`zlf?QM#@KKJ$NqoUUCQf9tymH0M?12d15w_7j7m-gPr;S!KewFIHSYel9|K+
zU>Qw#=9IVcTJB0phLI>P+2I|4CM2o_yhH45^kB?C+VH|*H`FrZTVR9cQKoa13#F`d
zNRCFbeqZi=jQNWMk9oHtR7r-tAh-jmZDgJB(+F3-m1b8X5J5gJ8HO4%tpHL~#1O5N
zUkL!*Y=d3v&4thdZIR*A8p_r?J4L?hQ|B~ZBrQNjbl)nj^+lNRozsSrSZ}kFMs<CV
z$&BMLNnwF5Uf_z$g^U9M1wa%;ss`B278;*%p7Hb)6MV^Aj92##0of_qEkT+v)L~Os
z4iP9y@WIWvu(=U5ZO2&xJkJz7ijJ2=g@oLH`J|q^0H5{9JX4k{0u73?-2w&XT+v<#
z8T}Nl)cq#FuP>40RV4e86DoDKRxTu#g%u<NdHHNIf%{CO=?qw|E0BFQE4%Iy|Hb}i
z+{_SAF>rM59d~dU$NR>*`|eBJ#|*9M=%2pDmz!}OO$YWfx=^JH41$8&crVa<OLGT`
z)jIAmSp6Allj9%hoJ9a$CT<d<yXz#v=<Y%oYQxv#qM^q=CION*NK)-#LTEY9W6`+*
zOXG2NTbtmA@FwA6jy6#RH9y=t0iS1B4k=Tx;aH+_tEFQ8agYTPUW+851~8-@fv&6N
zV9M+<tMi)5@WRtQ2<>6-E==QXQ3gQ}sUJncyKy8Yphm~PaXftN;SG&;`zs@$AwZ&D
zVL55b0rnrD^H}11PNcEO&rPQ~PQ~6XxJ<-{9HH{?EHpITXuKCQkX!KSGN75;_h81P
zjC;2LF<2lrgbJHy+5*6QR~oFEoeI0XlavAR^5F(LbW}I95N}(GvnA<}Or*H70Acl}
zi`Zv--k(ON2kNJ-c|Q4w61mIK*AA_3TjF#~ZJb#|9Gp)#t=pdt%(s8Fm~Z`LF(Waa
zMU6c`qmxGf`igPu<f(c^jrzf_4HjRk=EkZk$A&5e-b-fHaoSwD@w<MXKhjVVAq0o!
zmn>emkyDTC*fAc*jT(XkKwlD|S?ox~R~D+Z{%UP@U_yBYQG46cEcmikiaJZI`Fq2h
zXj8P}tSati9a~0u3&gV0;VA_3SVk@-x=1)zgb53O@rdW8iM_FJt<Bq=_!Hpn6_E28
zmCqJ$iys(VKN!%AiOPXz+L?r_yr3KTMaJq3p;$1U$Gp7qJpsl9L-Lip^s#$LV>Cyo
zq9up_3roNIZoFTo-nMmaj4!M_N%%F{&(qm(d+*z>V&;E6-pe0;*0?ecn*3d79EnVb
zhbkAnc4tnMc#?#7h~;p&4gqg2G@a%p!v--*((7}y&z7oyr@ZaW&d$=;+y}s77s?F5
z(Eu#uwL&kK&aDzk?`p2Ue`d|=n2xaB?yc1_LDiYF?^?sCW4{s}!MyiIxJGz(tQwo7
z+fwO9Cgsl_cRZjNjdmdbK|u6CaR76>(7w4auSwvT$<`K~;$m*2dd{RPm4ZkKv1IvB
zd)gieS7jn$1Y0VB-mB$kB+o<#eJuuKx}rdyU|Le2%wx5M6S5FTpiY1T8ZQ9lbE$;#
zNju8={<-8QdIPlW)@Ll7g;1+DH>?MiG_M<U^n@jdRcy5|^CE5ns#$8!5Pa3DTL)OG
zq@|q4jVcsz@VjwlJKkFu9j?FXtC5P&dd#9A-Y<o;yT141aD3hcu(9I9DZxUn36CGA
zFXXK?rqip}a;`aI#|rXbpI-Ln-?6r5{5Xks@`@WNwtVrxjqjn;*DQO72iX^S3b~-&
z<&7Y3HU}(l*}d`20iZnv`T(^k#NVw{xUnV^+roih-JID(s4A-T=RI__TfE)TR+Ok*
z+HVV5T3l*o-+bn64?M?@1jwkV7wV=uX7>aa=c(-B7T?wR+wMd!w{BU9H#i^Iam>74
ze7_|2R}FEG)@!=f{mZiu&(hK$!elXndvI(5W#l9yuJ6dt7~#(3B40gKWpKsb@y^@R
z?wuwZ>M^vz!(YG1n_>?nD%Ja!nPygoG+1lD!`f<Lvwmdnyo9ot*@rb1?|4@?wn}cP
zsgyGmM5jA5;1gyxQN}<j{@uC~Qx;g7?#{gq(_BXO8qP{pdGLv;=ver)*5X3KYo&?J
z<n)x85TO;NUx9t~NQqonZfV`eweGZ3tMVPR9W%)iz7+mk<%E`-C~vf6fNllocqnTu
zoHrK9AOo*@^CJCUQ$1mKBHM}lTsN@cZq(8S_xe%q3gPf#&D6{tD&wCt-T@2!@FglL
zJ2{5B8&fkiZOKe}*_Ms3TmHK9`j$uTvqV$Z_2ZFG8tw*L_FrrDnn0O;-MN=KL9p9G
zl=f(83Vq!p(2Z`|OUM4U06=dqHc$OzBjDu||LZt)+!}NoV@f{L&T~#L>pa+r4zsoR
zsA4&M@|=aL=TAmnKoO>D8yM^2vhU4N5Qa+VxA80S;RcW23?t$-iwc353GfXhZ#6+=
z(YO-qo7fVL0P`-A{3gw27=0|AX{3`i_Ia@$@J|J3J(1$~lal-vhe~z{Fa)zh^W%_Q
zZ`7)YU<41jT=ndjZ#p}XG|J8jf=V5;lTIFY*RWn)GY7h5A1Kp_Fv4hCq>;AbvXbpf
z3WEKQ6aP0B!#I4%e*)stTkPzNZ6gVvwZkp@L0yTGl7l3<+o^GIQObviu-H-Gl8Syf
zSP2?{x<;$#kfnnu#9mAn+>n-3KUSil%{HG>heqBe*fL=bK&%_sMx0<uiQ$4-Wl)#2
zXz^sBIr{8~>gD2bPWJZNB?R2QQ3a{4L^|biBsHcB9A)nr?bq=tmlj6UIm%&WR7@9G
zD$k#q6oOL#Xl+{vFJ;+*PGIvJ;w^K@k745F{e+6Sbb0>j-6${RTG-3T9)vv!rStMw
ztlR1CB6CYH>k-N}Zo5@~ZM0eE^Ys<umHYSDxFNBMa;_|~fStXOmq32%*7arL0287&
zgj!(&HA|<POxYnNkc3gI2QQxgeJViO+k89^wGO&E)^*WZ9cV;@JQ>cqzBMXOHwteh
zAYfy%If3U*Ic*IbNkzI-r2fos_&Jp0pHwf2^Vc7rYxC**#>Q(|oEYJQjX5E%93EA9
z*&G^=6TVFXUT2Dq)-nFQ3I1U3uqaZ^>GuNZ$>ss5EG|U`V%-m<E);Z;GnuyZFQztb
zC62Xk^yNG0{=@$B+*T!GMeS;8O=C6;vc>+G#qxsR11hkLuC-tS&u7mTW$(so6-*;(
zI_hzbME_e{?gJ!w;oQy2_XG|tcq%qT{xw{E2_c~i7dY~wNz{S@AW!B?$%*VrOynt9
zb@sHtEP3>4cXyVI;&C<28@xJCtg6MqiFF2iI&1@^Q+0RsOSzK(APsCcK154UHv>q}
zCyko8Qm^wVp?fS-?nxECark!&%lS4ZBy?0=Sd;-$L8fE~@r!}Z^vtBtAs5v|foam&
zBFIIM2~%1Qt)xian0(XKWQ;~;T$a(ioGbP6V}{~KvKQ1v=FGM7b)#O|&g`3^(c(2q
zF@2!8^24dcSKj`*BT0uUVd>ReRy8*N-Zg~mWSWh1;BWkS^yFpP>rTc>MvF`PcK6*4
z{LXJ85ZPWJyP^yZ4j-Ms=*RAT`{s?&$1}cNaXs4kd<7G8xN9>L12_TD9Wk5x!4H|c
zFHd0ffWJ7O<ceo}Y_MT&QFCFLm{`g}H_XN$d}Ff>A4}gW>u6{8tNxpg3O^h^@wbIh
zAG%IVyTXWGnse$O?uc0F`+Zb1{VR&vlyD{JGphY;CrZKj%<}&4sfPUzQ#}W3^rq5V
z{@>az%RMdZmn$^=pjy>p#2ghdcHH4AvAff|P_ge|Hu7@)x7oz(_9)HbR)6=0=A-N%
zF=Rn^iTit+n(W)7t%Ec0HTSnFn$BYPUvQuQ!FFQRkbjrVjt>{-Ae}(p-oJcqBlw0<
z7Z+$*V|6SeW9`dKbp%u{Q6fQkXJ;9@GMM<+2(7n-$aJjW-iEy}07I`=^BnCyjw;3I
zNr72G{?~SHECRB0w*WF3^Z_PTr}&Pyf8JT3khde9&e@9Py7V(j<_B_Ev%c|ot%4Sq
zlZ*<zwA`XZ@<oQf+!wnG=i^;<OFv)je*3HO1;iaJfMmy^!H#HdQMom!Y<z_VUu{YV
z65fi%%AnY0Cu^^eVIN#rVr$1CLB>sfBa#6k*Rtc$aF7}N;22s7qVG_Lbi|@rjd<aj
z!p2|QP#}@O(jB}T!(>wY-Eqe-oF^NU)Meffa#-+Q0&7q;fC*7K#aRgH!Hx2`NnAJW
zK22ak8pY;6VpgvE%Hom@@1<JPQA(696rAHXy@@cxsbw2|mj?Tgo$Nq*!b|$~@!FYX
zr`nkWH$*+;{Yzj-|M0^(!$PCnkh_p?3(@A7&V*2t&OR2#jx+DQBNi6gPQuz3lj)E^
zy8(<_Ac(EVrNp`%y>i2*){F*o#O~O4gX8TuD%&b2>?7_J3R~<~I>b%JIZk7`Mv4`L
zP4!ffm4Q8~*Z_+IEnfJvGR2^KDNOyXrC#+4v#Wt!WxqO{1K^ei((ilh*N?^PpX=Ny
zRVyguFtFyTHEMP0Q-|=A9y~j?jvf$@8#ev`an04a^Ve{80ol_3PQ+IqMZGE*>(j!0
zTpA87K}`%`*6gSi4PwqOx`nzQg3V?%Iq+4zKMr8EkGk5xz5^$#Mh0Hq;4r;x5^7qk
z`cCgGz>1<ES{q)0`X7{Tj3@*QsPY`kBc**3y;+mo*7wOTT;T4{vE3g(_J7b0SC1g(
zDvxSMATJ~_yvY@8IP@6UFo1cJbv6*u{pCj8VoMZ4LiAPXRIs@@uHpxKkQ(>jZ8t3V
zP$RNlBtqdS?A7aCf{rB81gnv7MQ-o<GyZUQIx1j`RqoyrN-uz@eO7+8{9BPEue1k0
z$hI4e)SH)g)_;u<VS`AvE-Tr%3>wy68)S!C+Ma@WOIjFHoQr=BOKqEasyH4Q?clqR
z4=GY5UPbS-&-)q}8o<AM>SV#el2{&urF93^C5{R(V~stw!#()9^npfOup~{WF|rnJ
zEWqP#CPnK}1Vn*>#(HP!lfK}=Up(~L$Ajm7y9%?&g0BDTI!!YS{_^C(cGc9hBCShO
zBvHG5{^m%q8aut2Pc{91(ezEzRviMq>b<Ihis-JCX1cjCn%Sdzd{RtPA7*A?N!dbm
z(_U}dS!{>;x!HRKibT1~GOZ~pOHXd!-Ng3`lVQLjls<2}hI@y$qQmZ<AA|-X|KA7J
z&1qr@D}s?4W~EH;B?oD-5JI>?XIK^4J`T7cKXd_}+fRnI`d9>%%^R%&DgC>6KT~p|
z6!<9;2iUYXR-xK$r$2yGEW0GaD~lgX++Uu(LTvcPp1LXW?kFk>wr9b?mIbjBbbw28
zzd4^Xk`1xXIBtH|4e|z2`e<M><evOj>8b~iL~@>XoRi#QC<oLs_jE`s*?3-og*?#T
z)*7yn2{|K%My*(R@#*_ed+$tVWM3l_VrqlN)k8f4=IlM4fXVh$TN1A@7A?4^{8{x{
z$%9Tc-Mc}{uTOnD^-S)WO}cdt9oM7k#=tUx+fsYHJhu|GSTu&K6S&qff`Fc^=r5h4
zrrSxsKRY*M9B=CZy4~=jRh+Qcawd`FstNHeFYC3G5g^qgr^(P52~sq+GBw1Q9`(1}
znEuVLNJ=Ed7tM(&2dTnkl)4P!TWUfi;>-wBrG6ZyG2zf@FS|!VL~s%w`ze2_Y0I+$
zT9P{;?7=8M0UqI$CZnhqdq_gD8`>4{vCXfa<|CfI`8J3dYPxfAT}=-J|MC}@bxuTb
zTbWHfEe{b>fR`wB3qnnc1Q1<pyY5h%s^=3dLCWD5f3su>w@Ce-Mah64aeKO5h_G}Q
zIYM>ml|NvYR!h~R8;MYXXNft~6ex8&(fT=cB1nnUqRG{>a!X3>1$_$&F}e|$Tq9?2
zMw^8RgWhuM7iHj%P@=_-@y8XXMRnuy9J=3wgV}!=GTcv&X^6}PgZ|YdV@E$jY)(<R
zjFHI{o`^p6DP(*YcHn(^pOE1YYL<y*bkB@BAvodqyMZy@)`4bs0-fxe?2rRg02c4w
zUrUq^!Z!LFNV#(Q-P(HDu&vmzb+SHm@KorhuML*nhH>%c)~Z(LRNdy3Bm15$rC9YV
zE>P@z&z_8+6y=wIz2u&CoyU}JJ>mCY8FE`;tw(+kh<_tYX)&v1-O?cGo3p4^EI^h%
zo1gy>D*kbBVaGFDH6hKu&(MwiEAP3EvBwLVW$-`~w2U!vDuIj|)98^xPPWL2b-Urk
zVs`B(`NqGAvj$~eea&geLWp}6WT!z#)vibQV$m9$Uv3)k3mBVTh>UcP^usy&8LTpV
zJf8?HdKN4!=M^sG!#?@F1y^h~Hy`O9od0a~`uJ4T#?U4L$X~y%(TfT^djI#YYd3Hs
z?&DTtFDwH^wOZ(RHt&?sd$$_?&Z1st;alHqQ3V@0IFrr%pf|+=eHJ&@6>Wl)G4I~d
z*Ot7p5F@}K{jQGGm1cGZYjBN9|1c-?H_i2RFVp=GJ2mO=;7CxlUR%eOXUy*A_wTA#
zt{6C9jS2RpeLf`=B%ynY)>X%Ut7fgVq)dF`*H8WFiA0pDIQd;Z_d74{cTc(rTccR7
z@LCOHcIK$l<!|SHR6VXMM;GN@gaPCugn|N~4@7sY8P7t^TUkbc?%|W~eVkI`ptIt6
z^0QfVqE(^~`yA~4y>88QD^U&G1r*;3GmDcUseX0_29<hmi&UV*vv9g6loaOW&E*Mj
zaX!CP%*TJi<2M>9YFfP{wnYd!rWTzQkT!m7I{uE}7aHiJ&;lw4N<cDU3OV;38<h7R
z6gDRc+pFEN%u;=BQpxAdna3ur#t-qO2xcFL8rs5c@Edd9;9UtCp$nP+=lbCzWG9>w
zh26Rwbk)V(-rd*voUEOisN!EoF7Sn!%a_x(Y%k&>v}^jx@?A?gIN=LRXs|SBMo9@R
z12(#lCC`wY0QXRi1KYA7xqG?z3OLlp?wX<|GhPT;6QW+H%6co*RcF4bu7V_b@nQjE
zf~C<o2>0#VNBvKe7@a+-Pr|stBOc+|OH7Xs{SV?4#4d~zJJNLmO6J`?dWZiO8yrw?
z-l)6y;i$D$nj1`}8WvfH`6SJJz))tVpo9<_OuTL~dJZh<f-Eu+4GrN<F4~+flvwI6
zbuslzW{Y6?v@3seMBDpr1#fU>#9o8`xpxh<?>;il<OY7i^oavc!<|c%d9O18C10*1
z9{QgjdVkW7-xH{ymYY7G9Mu@06$&{udm8vqooGE#o=$&~dw2fEgnGNSFrQTeVa?J-
zUTYb(wx)iCnBm__J8<feOpH#B_>;wcuJJB4pVX^rv!wLH*Nyfx@LZy{AaJb{6AOF&
znVR&NiY5*IKgINgPV8p__n@zY-TT=ODn9;ny8C;5`c`nr#sld?W-S3vJ(}*V*@#(O
znkN3t#}~;mYqbqxZiKIC*B7-N?2&0eJ;?1#)q%pMZ*O0<4nAjpVmz_ZLR<8-;FUzn
z7g8LUydPalRj(Qo=|m}H0p4f0ke*hO6T(A-VYXG3m{~<Gwfd*;I)(lyc)T+s`}9af
za`*0}0uh^4BCrixa1B^ILU`6Cg_DK83=w~V!8dqFC_Zs0m`+T?B8$fh?wd2Zt&rT7
za83{dw`2Dh2TG*UA%YUbGxRyjErcLJ%@pYeB8b-sGeACdY1n}_9#OL97;DdNd~Fxe
z$iSz!7lR(TmmMa+(0=Uh6VAo@;QcB$8}H=oO2R<Sy6_9ygLwlo;9QS4+XSfTq)v0>
z`W6Q@^W1`^ssJy++^!7vUP7x2apP0EAu0}5qrn+-G6#_muP^Y#^Vo@~d~2wbY@5vK
z$t}c+6wC|26#*p$i-54_unmL7R*iI{u)G7X1Qaq~7!j+MEeJL&YPN0*34wPO0t?RW
zt9hLNtxMy8Uz~hUT>ecL_AS*OR@s}hq%aCX4bMWiz4|@n*;M|(^Xm1g7sN>;rzc6#
zRhxI&>7$=t=YdE;4c}zTxUx*u>><y>y0Wfi>#>stWfx4)qgo7v1uiQ(c?6?<Q`lIV
zp-Lxe>jy2M@&ZT6suV={Z9p>`kiP2p#V%axgbnb{cc;NPG4iaN8Vp>dRl~Q&iz9r4
z*FAiOhSPbNZserm5HU|0P$l(<8{YTN{4o0B@^rz!qri7Hw|T_>Oy6w3yWq*B{?exR
zE;w#ezYnb3$A`bV5z^Ei+|=qV+vzXsL`QwSUw9E{AKVf=$X8Tr@AkSh{+-h>QGzN-
zN@b>+h5t!_&b6GG<*v&OEQ+H;3dAifj9=9nDO8E{ux;Vgi5Ya_dx>i4K2v0m%2~f}
zCEQmSxVt^at{PRJbl~kloQp#l3dLb%Km@q66)EeA$#Y()ZBoYHH`(#PEzt9e8FH=?
z2u0Vhr$c7}MtfeWtLywRXax2C<=h89a>RZ{XT0nfNL7t~4_hPHjU;V<Bs4td_Wnjh
zqlTBxJX8!id*xS$!{i-Fy^uFCw*%dlKI}}lMY+cOrP2_p)duZhhrj%TqqmowFztuk
zGnhzfjp{@C^5!;EFJ`mM+m*Te{tT10>crz3eYBlc!`PjBZ=>o$-$+}=<2ToWN6P3U
z4Q3cU#@wVT=5UpKVuYZt7tS2qXVNL}?ixhxuO|g}?*4Mx#~k%OD4TwFxcT=kBXs@;
z%>VC(i%Z1v)K`?v!?wE%3#CV9!Jj+p4ceHiL-bEO{}eCY8q94o)>XB!aut2xC|cZJ
z>#;_k9r(pK{wxY+6Sj}q59JATPO|6F(`;IYZI6z<EgUl1jy9VAm-yig*7FDI*CHY}
z0=ee?LJPX&Uf=9q`P9Arse82`$Gz_fA6AW6jwNH^tRN)VWQ6^PzCIX&l$tP3=w(ZF
zljSrRFR>a(8kJvtwTt5wMP7yD&{R(+rL@l%gVL8FR?o-OO2y&OzZxoFoHYDOHF(gn
zI4(DWn)Ko==$He%2N5S;<OGf5HuR2GTtuxV`PoYd_M~@*-;)ul5D@`n|2bJWN#XM&
zsSVPY{~ZYhOw~l1HFR~i96f99hD>(3WF+r~urL6eQ1&VRB5t@OFB7v6N^`m<VSy}{
ze44>v+<4qm{-Qz!VHODi!pc8P7XTo97}J9p(xpSp6HPtVW-HK|li;Dm5FQ>TOJmn2
zUTpxX&h?+5#}XR?d`7c`OSdIB4CA!~NN7Or=eY8N6C9Po2bFqD^22Lr&7(Za6v1R$
zr001bYA_al>3K<v{L!ZS81||dz|SAR)K00=fYVigphkzh96#ylZ5(sF&ruWjkYQQ<
zf5brr2*{II|E509O;3q@Ga*9NMrH-t_EQpzAz)D`u!pc@rFV5H8!Iu<E%GGEW0@pZ
zsMIMmaH~2osNg!6S9ezfSnVxomq%y%rHyeXKydmOWGIkkUMJ;0662bc$Bip?q_7V-
zvm~mGAwHhY(-oqlIH#%KP7Z%=EnY|b%aafUOJDd#YIxU$_*#5_fjB00;hv{iuvJ{8
zgde_j_XV#1`|7=(`VS>NEY~MALSNoQJ;(tHP^d{eTbJtM%tuVC#gx&Z9N>rq90h^C
zVfpF4GozyU*$*`GC>Cguj7R?`V?Xy)0E0N;m%Do9XSW_EomSG2nIeq46kO{Da=66a
zk3_6?7BR5gHf^Fnz)yY3jo}7@JU?XeF_93AkM-rGK={e86i#3%9N5()|5{0!cMyZr
z2Vd&i_^J4A>fDp>Zd^QYoD-Y)vCGka$f!yozSA{N(AqUyh--2{JNMh2fY90`ABP?q
z{5g$-=0=8HE|#SO&J1n1@u{}&{Wx?Fz2HnOl1G5tgP5bEOE=Hty}DWppy9?eU#XII
z@yTf-f0fTn^L;ha_RL`k1-TP4wF$jv73tVzSd9ZC?f!>DVEa(J0Gy8W(%l~5#HyP2
z>I1CTFxal~*7vIMPkVkB9<s3-wy#(c&-l!Qowd&U^h4xq4It7+5Gh39oDhP0Kr7su
zkB2hjJ_nH*-6kw2cvQ6w4JbCG1kZ5KuP!%EoHsRflm`=9Va6A@u!rcz_mFNi_Q>I$
zE)e$?OT2m<NBMSodbfGa&<+@(9e7HW28g}L6XmSNDDkqrJ<9S!Tc}_qohWp{wx4g!
zXwef&=z6#yvBXFb3_Grm?UCjI6Mh{F9et@dA%hCJz&8m0C$FB|wR^EdB`<n(#>{gO
z{@y)6ajEVFrH|zUi)GU0$N4z%u+I-mC#|92I-y(JX$@^7>m~ZS@BV78z>6?y^y@=|
z7;!tOA)uiLpu<RT<NaC2YXV?rI9N)+7y18#GUFok87tP03Icfnxd~321(Xa-^jW6c
zj6JgFPF8st(U$uFR$zofi?4P2$_Mkm$Ea}{kzsUQo^tt40v>yIT5%4E6_@NAjXMRz
zAz$P8qIkIgGeb+F>M%Xb{PDfB$EnJS^ezvl*n7_&fc986)ES86t|GwO%!R}47*gWL
ziRwkwbuklwSkIdjj~*m&UwA9r;n%9DhS2H4T>9SKRlzA^R19F}n4?^-)+RuFenBXK
zGgUev2Txx21tWmS?f2T(8g!%lX%am3`4C`;l0=o*kYKE8T-WZ^2IreddK%uWxo*Q3
z1;-isXT>LzQE_1o<hwYP95w=y1MHntg4Q;Zk4WJZ;)R=Lv#|rB@hHj%2<X4-Y#W|o
z<)~~vj|1FM<G8E@9|bcNQ!kIJCLX>Kt*uJQ{g-L)cWEX~ZxX(rrP*JN$S>w$B^a|*
zpzXeLRPDq!?!;dbc`A8;%P-D+IPd!>;`twdtA6&m@7d?ie?5PG)s_RAP5?Yi$&E6*
zA;^o#!kw&o1y&YdT2^sR`Wv+<t%BSFl^(Ey$n&&C4IB>c<=zUv?Y8`kLd^NbN5Ce7
zSdUZPA8(`##hp29esylL1#9rVS-B(7DPuGv=C78;(O%OtW;1ClP)=1_AJoxmKtTX0
zHoLlav_F5w5eXt92|jVr=9V9AtcNW(7az+lSC&c&7{{8r+vBc!c&%gQ8(%gYQ3gg6
z^xJ$uH#evH{R>euZ}-;r4mg3H;hGLLdao=RFp3J32-@kuP!=5L*SfW~^r^u~(MFb)
z$SZuAFO?wA4fO<kv6i$X%TE|RHfG3CkI+w5z4i_&?I1z*r>a3BvzJ?m@@f0QOJJ&t
z$A{m(vrGPzpIJ~ibM;!}{K6amBpVeKaRZ%(yRo-}+VO8&ZdE_IBTP4PZmrQ7zcM{~
zg=b4r<I*ufcBZY%4CDtKc|mfxnvM+%vo<vab{%${c6Oma>$?UR;>@~9(aX35dC8I}
zrKbB!-M)OC_(WRmmsXLo_Ah?G-4`2&f&4d5HO65%*qqTE=D5BWUCV<>Ips3)h&iRA
z>`y6z=nN~GcD2mUZ<V4wX9IA<CR>-eKI&<2u`{vEq*wAzx+X?;97D}nI**>6Jo%)z
zD&AL<iEapgdRK5IaG<9tK82&c5RVN$D3nC5T@0QD*apenVB0d|y11^*l5G2u(kl;L
zFF9XYQhmj7WlT$wUa2$6Bb3a6L#L9#7bHF@R9langowz7a4MrU!5)eivK}it{b@5C
zXQv4X9HEeeI_FuKlg}L_yk)FCux%05C-@-^EB_ceB3Ktv_ua~=e`n%azz;3kKFgO?
z7xX)DxN(j(x%?^D5sa`Q@KF|D>Yf}uh{|IU_l+Li6WQoS{?@vO6hkzud>oQst|zQH
zFx<asbG4mKRHSs|y(&;0?m7zqIKmB*X+{FziZ8;dnY|P+LTu7dSLQuL5=t<yy>VPs
z|8Q<yed7v$f420$hnb=@V6V4Ky=}40boPKS-G;4#Ei$4UO<%n#%Icd$O!wYt(AqmT
z9eV!d%#ZLt#V-%tza2GvOqgrgLUcwf;+2^pl6Bqk226^7AnJMr+`I0kC`qK+c1$hs
zuJzpKP@J5Rweb<k)7&zt@DS7GD#Zg_y_3?|DR{VZT#nQnb2Rd7jepZ)rr$0lBXM)`
z^QpUU!)Df9ThFvJKc^6bhs6(ir^siPGuz*UEMz3~-WBBe?V=rii#&TkH#oommeykD
z5*DUfY_uCyEj<~?c9}VPi;AA`BTDD*61|#YWbK`SBHL?Rj0!;9^1XA**V^)`vT)~K
z{lvYm_xEyMgqgZsYD{Gs-ExWW2x4!~G)(UT&S~Q10}NFoEdf99Yn7kT-Gk_yERf<W
zI+cnypKLxY>S)UeZ;BZgk7b#h{jc<>6_`caf6xKrXbBrT)Yy$)MoY5xP2z4wOe_2+
z5<t0okV#3x(#e3OC4!ww&@*amN0S<3T%h2yF$U4l|4b#daMI~VajK*N2doV6{+;+S
zh>-_pmqPhZo$E#_w#zd>G$BpA`G_UKS%Q{iNdAw_k>vt7C^Td!fSiPu8r$yX#0XDx
zcT0>8oJ_r}NiRnmhuyRgL?+jdDeYuFGEs~A2smt7v9ssu{TaY{ZD~+6ly;zZg5Gm8
zR-Q*dAgVU0KC#E{0=t<bm5|Xhhjp);xqz!ffsH}Eu*}u$n(TRwnEh*v|8aEYflU8@
z9Jhnbxw$25u1Jn4B-iF9N0LH0My^T`a<juR<&GldCQ1pV%QaWdq#~r4GvykIVYc7r
z`}?o|8a|)*-mlm5`FuQO#hIqom>0TcED#IfJNsXi*ao4RNRgeP+)?3SLMYn3(aDpL
z5p~mB@k>uF809Fs>6zyw)bQNhLiLSU+<$L%Y>Dv-=pS$P$I<SbPGa_NSNtx_0eO`L
zYy<_-For=QmwQs<bsA+4j}>ZB9J#cqF~Tkdx@MQGz1-1zSO2(vcd$wr8u!jfw^ZMQ
zJB7yoYim2XO<vVyAqvRtJx?QxlB=F=5_|L4PUk&P-ZWN2(=Kaxw@HkFJB&V+3PJ}_
zCf*`v{=!tCr6ww$sj;meVc*F(z$VL+Q79N`b}8v|Q;ra{?3VxATh1v3jRm}oYZ+mK
zCnHu(c`Pj1vM#tSzT&0B`d_i}t%OZ)_Q=B26JG{4%(nKm{WG1+7fF`Rkj|RMgc{KU
z8tTH|rVF8ZwLY)as~T0SwA_=~5S}HKTS6F(?0d-M^VxgYK;V%30eK~7njX&~J(Hy9
zJ<i>lgyVPq<Bm)ct3I0OFX<och*U8?l1sq6M%;HyL6`@!ZfsdvzB6nN+$CElI(O~1
z7hn^!xJ`b+1ZOA;9SCtuqLBIC<&PsO;-tD|3;mR1xA{775b#X!?K`T97V5J*KY3Oa
zZ+~&vZ0A&o&Gz-2yEp&%o(LKl9Fszfdb`5wxyh-qM;6Zt2W`qu5cDcpKGB^|9?>6k
zEQT(iQSb9iAOp|KYYtAF{P1gi<x~iJ^yRvz%P!x1=TB@bd%KCvptZLd?XLU+@YKwe
zn&LJV>sJtgu{((}4`9;&j!hr%v1WEt2}W^yZD)YPY@-~7irY942Tm16U+Njw=2kgE
zhQOE-UvK?8F&Pxc?7=b@SS_%ishHrMHA=)<Ghu%_W-N#qwfaYY;8>6vz=Pal{&YUm
z623J0Fb3iNaPo~_%l;-~<;&9GEPZQNdd{EnVTdoi=#Z45Atv@|P|xk6_Br>17vWnn
zSJsV2PCHW|L@C-I^!LM8w0YhPQVMpU4>=50Zlu8fa?oV8&Y=owc{}FY83rRdM7qLX
zhp!l(^QI(0t*fQ9YB}V;(wkT_`IMVsJ!f}G7SJ9hzp}9f_Z7kDz0Q3-jup_LDa7mx
zhw{-RkIDAz_ruCa;959xjEUbnNPj6WQS8wG$#WY{<AvIsP^Iy#qD@=3+=>^3?2hv%
zLhfjD$UOa%bsX>HKJ9t#j4gORA%_2rc<8u3G6-;+Rgt`ri%(ygG{slf7Qumw?PrN`
zTaW30h4hh_OY5m6x&!DKB$`7ZC8f9N?NXFr%8<+#feQr~`<&|qSn4*3wY!4NaCQ3y
zda{y3E_s;<S0=y3ahzIODuA(pjcWxyD;8h!AwJPNi?DQ&XlZt>M+WdcFiA`ZpI(8#
zmWheG^bg;=1mt3Alz)!=TbGnwh+ma2R1T9LLUzmmR7k<?(xVd6e5{hhR9chP6XGS#
zLd7x$jK!n8OXC~e2E{l=Jl3g@)>n)!j5*7b-bod^EuAQ^aTD(EtXV4^OSXJwq`!a8
zP_7qSZF`lgjq{8LS04}eK=5smSj*K%7Oh7ZSPU343A7{s9JTv-U(}Y_J3Ho@Di4jM
zd4QoN4VW(8GMKc|3_4wod|&7(k_2LvPBjvP*QFxo%VCxIW*bu+Kh<I!+UkU$;2my*
z6`<KKOV%(UQc1Y$Dh8aOD53eo&mQJ{4-SnG|8v^`Rye<a&J9CMXgyr>l2!hWn*r`B
zYvV3X69v!f6FLwpVW?xv+qg+sxQoRirzC*bxM;|r9D4iq(qD?}(aF-HUYQAH%ULy5
z;Utq0ulBqPqv7|Qw0?=hZe|wTbLJI3fkAk)I9R2soMOlaqQ70wA3CM&`tH`LU6z{*
zP9%xPMy}h}u2NJ@^n7s3+SA&k18rnV(fhsDy**YmRtqipZ0E2%ypag!qIiJ>O%B8r
zt-=@06SQ4_^x-G@*~EJlhp~e2HB*@@Y3bCp^SA#dWP~NJH9fLePsMbd5>jjQ4*1Xw
z<pVNQep%L^c^Yr;n(nK2d8F82V;)~)a87mm9OqqZ=-|;`wUex6Cu|~S!CuYi5kay8
z)La~%{Y>o&EZonsDCtg;yP>r1gCRK)v%%*4&qK2=JTzMFoUmy+{)C6mv#3LYC#Y#5
z?@L!|26~L;_~*c-i-^yi)-E_AAprbewUrzOd4r7SwZIQ=w<mkj4rktrvw0k`so{Nk
zbX)NWhuU@dC1cSWvVMX3Rey!Nx`eO^GE3BC?uu7E3F+Rl8e)+giW0|n*o@C3Z5&dw
z{v-R2-vy4g^9oiHu8SP+GUsl)dGPtT1#*^+YdXbT$W|Yf@2%iSNW9pr_6^WQOT7*+
z(M!IXJ!GcdB>lb5S||QBRklz&ZZU`XQ7Hcn87`hp&SJv(KHo322uOs<+F=#G!mJ>I
zDL)50mL5<h6Xf3&VMa~V_q#ZhZ8If!tsAJ9kfm__WL;<}T=cn&D!Tn>6d<+Q&&eTM
zcsXQ&uX8Kg<N@h3hvazvz`Qg0OFtUI6CLGlZkM8!p=TW?yNkM1IpQB3Q~Q2Z(F<`3
zX%rbD>8up1_rj+61@Vf|bvdYgr+I!*`@ga#f0?5a|B05-5+4MF&nXdcgM&q!+dzbq
zS^Mr~z?pRe?e6(h;W=*>MrB64vz!u<#u2ZZ$l$9d0`?&qu&3VQBNN79jM8$?yOPo2
zZ^Ay_W_J$3nW&3Zrq5S~P-b=6i4MA*$$meC!MRBXU^VoxfYzP91YemHi<BIR<jA}t
z#MX6m3o<Y}$L15d1A#oF>Gz};<so2Kdq>JC`uO)!D#GA*u%!w;p^m@0W6sj;6wEpo
z2Ox^##DB@}!V;C+kEhfFzG9Qovz9!ZSI&A&F1m5B@xmTmQ$DBTll)cLL^z)%R5mvW
z&#?KlmNE77x?!lAdsBfvz4Q9W2x*0{J^>9TwHS*7-P%^viuQ{V5#Z)0VxO$XwP^xS
z8G*uuQEA`vtMqW?$DC%NpuH+_OQ-5lG66?(s%Kz_ue>bd7tWj0Osyv_bzJ9Tz>FFk
z7LAK84}ah}IL&uMQ<)Aail?$cnP>~&=WlB^%!Q9~pWr<+1M@*UV4hJux{JZ~&!*SS
zQVuI3kiFf9#Nj&+8=Yl-=?QoF-~O*GiwJ<Pk))*^*!}?-$2c6Fl>}(IM5K=_*!|W&
zs_gr#%X(enWi0?Ay79T_C|*`hQMA<Ch}Mx)^S-%5(h>Piv;y65`s>R(UyrAKIgu*s
zWCgUbzHBf*)$QsKe%3GC%TLUS!`ElA(tp0P%JiK>0aEa2FvV(!cr+1_f&7Bt9ZX31
zq_pu&h$MOR30{e65ImKZ#vHUQPqWSS)wB?Q$gAE#6(zeUUn{*l5=Z6|wC<(h^tg6m
zskq^rV0!0kwcCI*z~R-;_u98R)moolGB+^}{3#FtmJ~sf@XE=Xh%~kB%HeA#wY4?w
zsUuxxm|CySg%}$t?1#kOo^UwrX#Z5>q@kk5F~ur{reROFZyx9Lze`Mf{Tk<eHTEC1
zHOAk*IpTMRsV?S6^WN6CQSmq5JlxvIuTrbV)D4?>xPjSqlXsS<?ix@by|t(UfcSur
zlZnFW7@h}|km9@a`{TfwAUBg<&N6iw&o)N4o{{&)%-$|#3=g_Fv+>Vn9(Cg`Au{^%
zzm2^=;@6H9t9!<?XDj#pho<BIjodr1Jo8CLSGP4LJixEQzpUzVMWrtcpu`0eZdJD(
zAMpe+N^ibZX(;CbP%v@6w|-WOi_9>|IoEHrBzopnR&^$V?(;?&c?!6JB}na*`73lD
zjL;&eGL)yu*#k@gW_2+KWIwiI!&NUtOz4E5O*ZYnRT)Mkk;qRzsr(B!B762MfVJi3
zE?b?LOvmX*nty`f5myao?jpKmXmsS6;P?`UwKG3d4pJsQPu@k$Bb6)B2Il9h4mVy9
zE#IZMcyv55xEMe*@5|dnaFH;@waX=@y4dPnpd`!@>0L#GT&5mm9w%w=ib99&9-LA<
zwJXZm-PkS4zo0F65jcV2VNSb~BwTI>XPFAvTjf}lfp$7eM(D;}fs*buMGArAKLrI3
zAe)rIvJd|ODhirXvFdVCzNdooGA16vM*e)RKLkCVnyXK^{?65QorH668>=qRI48@R
zG=Ph9(4udQ=G{lq=RG5_pD+1Lzrw6asWm)3`!X`Kc&V?sSm>)ol%AjMpiKmVhRHCO
zUU}Rt9n@x=id$;`Eg%{nOyO=*7q~3HO_LTz#1o~VyD+`VK;83&(hJuE$Cb|RPv}>^
zk&a+L<c?nj?H(VQ8JjTDwE=29m7i6be)@OX`MBS~$(6)>$lQX)93DY~#%HH8L;)Hz
zsXpDV7SVQ(Fdn9O@)CQRilsgvt&s8vfD9RT%tOC5BC%UyaC6lr{(>VC7~@ovX9@>j
zw_5>vT&<ur@cATIvI3l5tLRxOVuOiN-;)#1CS-q(KJ_NF@$Jsl(cx(Pir?3*W$Bj@
zdw~0Qz3F5;2eb2GD20ms@emslF*974<P7{fA6uu+Lezx*&GYxuupN3NU8t+68&cs<
z!^M0u(2M1Kc;qa&dJ}PfY&#D~C2&j)cZ~BEV72al)6%CW&=Jy#qkzU{$ubZ1aJ^ha
zM=VtrxzB$B>VXT_${Ca{zFYB(pW#U;%qwQ+>n*j(<F9WdoOOJkuLGbRE4<|Cb<z>~
z8~5rA6BZG-k3$D>4;E7F07sV7H@2*-VV`y?Lz|f(^z`NdO6!;0H|ESqAXLB!E)wcO
zcprrmdCa66G=YrXvBxXzF|zuCjtt|;!=932;9T<K%S4x9B)@n(a+&*+%@4XlCFK1P
zPA^sTm)}13r~zrv6`uh=>T3D~A@P{orZHF}G1ltbrYx%DEfDK)0A}5?ml&#n?w2&a
zb_D>+Orywo`T@q@E8;qTJC>Q~>x~HjjP86v0Vh;WfSuLe<)caHtr;-c@&e7k^svf*
zX^uQp+6D|cp3omGuodgDX`F0cd6sS}D8ZdaK*I$o1m#(O;6eld7Jkp8cmyee#8Msx
z#ejhgoJXnT5&)JV6@doqCc~Tn&+PHbr?oE&u83ElhpTJXYqujvv2}D)6stlWQb148
zBp|6&DkAb?ZwE;@zsCCQeF6s@1O*%N8pss`i}wL6db>l-r|uwx1yU3W`<V5M8;}UV
zUd2lEjU*?nAHRwtb#M0+eb~>=6n{4R7qRCux{0WVLtB~(DT9Gl0WW4ykC?n#WxFu(
z7`PprN#!ZI6W8T%_)Bf<9)22)gvxew0Ky3fo;ZMwJeu;(YO?4<Mv@;exk~?$GWcQ`
z`z&J1X`1n_^)_$Zxjd==)(aijXWD7cMg^Xq=X-W<t5z&Lf#A}2wdwBE`$2fxk=&tl
zS|YyDmWRyj3~}TerOkV05nO)uVgvK1lH}YNAUqJ$tsT|{H<Kt9v`fjcXlJw-QY;?n
zBri}?ca+KDW_%xYLJOr-ycYY)Hi17An|dgdvo_^|usl)@^A?F<bG(6hBU)+RZY+|F
zU;(+5*GWF*vFHp6&r=Fd1XPSlfS=Aup*DNCZ<|}yRcN`ErfXVF!#(KQk9IhRc9{w&
z$AhXbOr;Z&_KVs@YS%73TYe{X$YZ(S{VA=T{U--IVjgk(OB0A84Z{2IxsAe@Y1YPS
zTPu48i#^!-^$ErL^|`#b*x+Dyg11aSqjh(;`wf=Bxj3_2TnubTH@*_$b{PaLd-eqa
z#iIYNnvUPx7(>Nv&1xWu;u);DooUWpjyIGu>`3-yJR;~v9D65XD(0XuB4{esKknd6
z%{4-EGjlPivdMpl&FXqGX_@g;H<<CANgAC<TKN6bMz~2m&Au2_WT3AVAC2Gg!H&!5
zKH`&JJ`~$n!?v<qpV=-leeMo>s83r3Cdw%RGijZGh`K8RHxT^U?xbFOg2X&T>%4fu
z)4asg@3glm7Z5mUZ_x&N!ecyOw#?>+AGF>hqXh+}YJ!Ls%aCEK7L<uq7aXXxF~h@6
z&|>ky$doKJavpW$&%+PPGa-CX@Rgx?ROITH@9D<qvSZpyTOW^k<XRcwsE2_R)GB&c
z{B5Khrzs7#g*OLmM2L_>zq;MV`DPEXr2BP{LDkbF*?CzxXd+sChRbWo@8Y;=u*O9%
zmqppcSyc>%?@)rhg-Pe}f~rf;c%f-%iK7BEpw5Yeawr{s`aTQs`FxDn*4bv9wWM~0
zq;VG=0a(sd!R^WUSgJI55uwS1%uxKw1Wb(3WgW+W@xcQruuG#N=271P7l|tP^OPn+
z-NYD97fOVRyhq2$${xM%h3`JCoMOReZ5+9&F)kbnIa=B#4L)quH+uP)SKgB}SQ;<U
zRASS3a?|lP+*q;~ld_v2*6~Aj`*{QZMm@|T3(r0VbPU5|@5>=CCdkv26eV&my4V7*
zW&GPKCw!GtT2-vO9FS#Y$*PHAWv|-)36V%wIlJ~@T2>&haH&bOf+5pXO&P9+!y8N`
z{k?6Bc4LA3Nfvk-(pTCuezvkJ?Us%Ol1`>&TO5vpUthrmI=_ul8R-f@bfXo8Eu*Z$
z+<+`PFlN9n>Xod$7(#e_qFlg%I}Gx@U_Sv}m+HfV9cGg%^%6Zx?k@een=BF6iB_Lm
z{vgfih)KTsC%Rwd60eO(R1!(*$BRX$D&O-J#8}|gpS<wokm!}(3q!R-{ZBp)B@ndL
z&^)P~=9NoB6TnKa?b;71GGVEf6HF4}69)ph96TKr__`As{~ctsBAEZl)OXeAY*?Iq
z{0g3RQ#_@{Syw_?r2PwZQidX&caZw33#eCbJLi;6_ah`yxnMvfh6GO>W0DfT3|(*w
zrv7)2$Ubzl4%V|vYDIdecQiX8J4jN23IEPn>It3e=Q(`0JsLcWLi7B0OL8R-*$_eb
zPyzD}M0JI{ds1S8jZq2x`U6;~=bhW{d|n2tTAqF{a4TWqrF`?au@%c)BppID6HK`Y
zBL%$rk3mHtjK69Z!ah!$LAiYO|5vO)L?hj<t64x^VVDWC{PuA=@4JF}VQAEA?*S8F
zSb3Z5l4h*xyL8v=g@W|E?5N-m<L?qXzIgm$ejdRJGU7(&c{SJ^3}a6LDkoUc-7VZ<
zv>Sy=z)9RS*7-Jf7Jt$+f_!v((xf87J2v7~zVMgML{GCvB7EJl3>Y*}Cu#ObULd;y
zuP%cj<B;*eQ74?(t`gmfsd**gbNzA_$R_=>s%sOb8$IF}QNV?F2I)}gtmane6AhaA
zt_O6Ft6Fp<k@;T&y2)jvrX*yLIExIUAZ<;&xNl~0G;%JHO*WHklR0Pez<C<HSomMG
zr9MKa|Aa+`+>^0#gnl8@)mD7vbQ_otXjWG5ju#=}9x@@@h)=u?S`zX>+*dyEHa&_E
z3Qn*=zLtJ?+phEU_SWFe*7_>SfFsQ-atn@3*?1ycBJCGmRP?}5|K;-52;U6F`oEVk
z<1)CfP4~|2Qt31*$A3=`9RUc%UMQ1Rz5PCH*w)aSe=9duxxku}Ki<_mx$J*g-xR^m
zX^b=}<EPOfyeW&;9Eg4$WhQm=WRQq#79uj$JoMNXLF03%H}r&4ZIR=;-8YL)bCHJ2
zkKHGf>_P}Hdh(@Bf5G(b3dUre%jECPLi_>CYWRY=-rQDF*u0w<i?&eAgP#(dKW)Nj
zkIf8J?&?^tzm2{x^TqBuV0_?BDa0SvUHNhJrbHlIfTWt{ibhJOb>>3^XKdv~y6pM9
zV6yIfM^Y|opRnWl1Wm!=4UN(HG2A~CdehCM4WwxEIB40chQ_yLqKX&a;v7tjMDFPb
z$19)6bj{bgI0{6ad)umY-l&WHtSEdORaSNqBURv!rW23}r(3jVcTx)b;w~u-0TcvP
zCWjpOf&4rwF$5$lKO+u=sF`xT|JprlR@dRRr+(~`akSh+SK<73@GxVj95Qil1THr`
z3_*4r6A}ag^->OnZ7;=s`db-m-8*j%H_3&i_R~dbjN0mSUX<u50R=@bgjAvT&OIo+
zl$~R_uy}sncvp0nQ#8sUKI(?YgKDjlFBFvC=qgeAhmQ95s}F+3v$>0*v&bt~`GK1E
zVv3K7{wYNzMNTxRnk)LKPX`Ih8!GBMAQa-e1Ozbd-_wZYq}`Far)N$qB+fx+PvBgM
zgse0^G*W<5_V;1sDj^b}q6pk0r;q{k1CS|viCH>}V}TInGi<8Tt4Iv*&4rE92JXJT
zcT2qMHvOB5eu|1A`Hyl77YD3uj<6jP4PF8)W>@nU)7XjcA;AH`H^aw1%2U>g4gb;l
zzjW3NWY)egYI?UVRWD-IgkS7dRPdy-XKD@)0CdtH&6~4}DqGBNe_mdyITK`h?aYlA
zhD|L;($6;%fd~U^69FGU1Ci1Xif;{phjnA7k=JvWJtK4^GCp)+_hVz#$!{|5m*U<=
zFO&n-2JX#~>+=)Klnf0uDLu`X5z|X6gVYhL9T(^Q;Lw2#heW37^|x(z77_YS3la%<
z=m%U>$(v_loJkif21RtxOgZ7S8}9)rJVjSfB63fy1<V<VT#+^IgRNY;m!<%g1sw{z
zV?p9T?Ebb&Tly2outJx~X>unEk+odJ;eK8cBgW~{gBWfB1h<okiH`YZ`+&hP-MFh~
zf6}28xAsA7<1x`N>1MUn<6|k3Mv+J1Boqe%)0w0leJ<Bu^!zxa-Z#Y<?I1tp;u6-M
zQT@9|3^f;_l(~qa-vsL@Pf`<kYjHrZ;ait~r$#T9rueo5T5B-GyFx&l9^wnP9<b@*
z?iJy?h|B#9E(7=-004zqDEe>J_tx{uI-)Ya&#&{3E5&E_|Lx+}+Jl8P*ma`MvY*}7
zCNLCPUWd2&b)1<f+nWXjgp#(C%J2whhz!;5MzUVlVGYeg4=<cGlm!=E0Z{Ju`)zqX
zI5v-Pv_E0QND9p0hKyxFQO@6fJZqCf>a`CrD3LvxF=kOyjZ9PKT+ai=*LObhZ>baz
zQsTtV9nnQv*>?Vv^LNJo3q!np_+lEJdERspphOsD3MO8IdAXq#1mvGS*F1C>e4G!Q
zEs_&U%DW0H6_ikCBhM{Igp0Qsog#>O-7Q^H2PzgJ9}c%)Q3#ZnYwqSMk?fyA&7w%*
zWZm@}S0iZZUtM)2*Mznl<;8g%QCW{Ph8p4gwNsCK&TQTE&U~P2nG(m_b8o-aRFLLg
zbuhsHX>T%4h_L)9;^%+5s$2mfcqj8E^ty|PO89j`)Im7|HXjg}c?=>!ROetLU6}t)
zGqr{FtrAqHJNPvIMb*7jm`H9)&hUi_!b{O)3?a*fzqwKKc*5n`CQ}7`EZrLnWm7PJ
zfxn!Vn(r$&lNVEEMWc5}*Z#?$l*@TD8PPh`w7+8-v!1cqb~27WwNe_>gqWTTU0N%0
z_9(`t_^bjh@$HqW|AIt?q2iCji=-bKXljML3ZmnIjmWlp`(oc7GTKbw-dHvP83Usu
z?7UgS3X6#63%6Dm8l@K+3oEq&lJBzsHRYfojcfhK(sAz;y~3P6sq^@VjXeH!fkd#n
zz^3FrQfswM_6)S#OzJ@N0efYiNX-uem+#_TIbj!5rn3xq|K3mbRA>P#l_?9TUYoam
zf;X8c9hk%qChx6uyic<KLCdzl!#5`k2E^~&lM#{A;57b11i!-5U|Q9Io~L!FkZ6s_
zA2M!ICPz{?lN{vXeD?^LV()rbrZ_ZCHf>1|n9a(>p+VZ3hH+EqACrtMngxs0Cw@2F
zs~(mYTcRX$&o!%{Jz0s<^c2O8qLtdKTyZ?LMC7Ri?7SN(+`-%&kM}w9;TXF_3@Mty
zHnp%9{fOG6Vn<4_?ynb65-}haKmx9Vm6L^F@$fpkLyXdDt)>2DHjV)b1;tc5Zvr@K
zWIuTkL6r#u!kao2Z_rsO;AcJU&Zac*e9-%Pul^1k+Nq(y1~W~y)A(n$ahs%c$#Em-
z5))l7PDJssaXnYE4K`jj>dcAhtBymG&kiBLz*>xK$gBMLVm_X?z`5zm#?Ww_jTQH>
z_$`o`&mDIKJ%@l>rYe%(z+{A2z>z+6(b=@?Nci?(8H#gX*Xomon*63~kATWE$*XY0
zgibkWqDu9+T%6ZZgUuD&rzb|TV`D`W$C!ZS8W$<zU7`CC<uuFY_yq$LW+<7NV7WK^
z#l_XW)D$K{PSy2c07k48zQz?k$yJ_4Vp4wUt94_Z<VK?Icf*jfh?T%;hWB)r<EO65
zwcE!Eg`L0C*qD0BLzg(&4sR|$zlwkUDu|zHdgIq=F?mdFMWdVbmE<6*Xz?9Q9_QE!
z^!*&Uyml<r6n8y!DUic2^Zg?UH+w#h(tNV4sfl0)h<y2w;G`AYom{7^qtM#^R<ExA
zMIwY^-;m&<=q86L`O>E&EqP<6k|QBD>(|TX;$tr4LSnJEn8Z)C+<(;>CUC%!HuHF6
z>`>QbM|!i0W|)y?KrYg49uXl?D*zZ9&S8Mb)swUgZa=Eo!UIn{>j?cZ=NK|qIkIT;
z#4hh^fku_K`|0k1-tJslnMUxpU)a?e?C%=GwHm|wj{8?H9@IQwIfo|n3|#!Q7n66<
z;)THARFM&#($X_^DxB56dyjJMWHC85a(T5ao{>k0+nZ=Z#qF;9pJ5+JMYGm_ePSJK
zO|%so?C)IuTwcXy&3-<EXk+v!A=rDLm8P+brH2Tk*o~=uAWXXRxtPsdm<%GYs@@ni
z5!g8=*W<Q6{6r84zY@kg3G3U}vk*Z!u`VryE4x#(-TGCZri{Wj_hy`5$mlk|uOmd=
znE5ie#+%bLlxbHi{lMUa*3IbP6(2Udj^f+|%LwC_`m>@xG8I$zd>>~s#=4);lD^8D
z{mrmcj3iay2T5;|tai;zF$4^ptln3sQ{q$^lbnC;+|}y39+XJl^3Qq<1E}S)tleXH
zSp``~>q2G<Poxo?iB7WrZ=Xrr1xm4n1a7gsN;$(vQbJ8y63vDcjGe?K9=C&gp=bFi
z-#9xigJh?=_g(>o0B%nrrE`Wo-hBav5A~ZHzQORWOF+H&{kRrjH^qQaJWlW%Tu2f$
z<CqZ3znLJV0l$I=+a5yCX$rwjOrnFAuE$vDq)|bg`~$ecSAypexiStnv#6Y7;Z#j2
zpv3a@pD<vFNBnO1thuttNLuqgV+pgSXHplOsS+Co<*J7XuAudr#J@L*Wm%WfAxe({
zEyY4R99ayb@!O^%yWirF2;?Mea6#~h1<Db~dyki<-`OT`u<MNT?=m6W&=rs%jx#Vf
z;h2?M%D*V&PRu{*n3ph5c?BA7#f&aRCU^J4ykL4l%kitx8utbGq5<WjbcLW}wrLKB
zp#9*pl#(Y%y?Irk(BX_M_^!v+u{nQk8|t3+@=G-LhP=(SBO?y4Cbjvj0hAJUE16vV
z>^EuG^n77o8#TyK1&+}R9)LY_rHgS!sBQ}w{|EA@;~<p|dQk3g9a(xoN@#gkDR|K_
z(q4*faHHOcj8o<;#eRJJwD+I?siM)S-EWb~A)j~w0#669^fvYOh<#2E4ItG+TBOaU
zk~4le2*O7WwV!eb7(e9y{rkt>ZF?X>OE=lnSaf)sTTo6%thy+UKPOHTqilkr&R@ED
zbgx=xUaTbZyj`@P@6%1hmC6#d<JW<&$B%tIQFHv|wT95;kiQ2}ocx^KrDb=mtX<DV
z`Cjuq4@0J01sZ?Oxj@S@)sdk0I4hpyc~58rl})l={P4kTyC@%lpKScne}m@!s$ZNJ
zE_L`18y)lI)aE;9ZMMlyope7mBzTi1Yf$cO{53_HOyf}lpXeQKBqE_;kwn4NckIl@
z9r}&A-q$T^n!g^M;6`#76Hn!MJ7qZ8-}mu7D`I{2uHr<)qYo2vH}5|BaC!gnt?9y@
zwaCSNSX;}dCr{V7jFaBwEkE<<wumS{>+T*fvO78jP~n*no!2z8tL-iGJS?@SPICH;
zq16}M3TF78*PWJ4M6_iM6zX~JWA!}EW@S?yr?3UTP)V}%>un9UTzn2~)P4}=C6o47
z((#ed@zTk5M975@TV(@eA9BdJ4yHgj)aL;WpcDqT*43B439<}Y-<D|}k%yaw7-c8U
z5uf4)KO6;ROJcg=&ujswaeP+A!%Uu~57~;1&u#1uQs*U;#s*)W6h7FNb>qET-7T+o
zu0Dg1Wf}MMBqrf^5(|nHGr65Y`@&4DpENyxyC3s7)Ils2tIlknMgucT88(#um(mw8
z1>gK@d?Jl865qz<(faWk&hhV^q!PbHW23j23<)_FGQaLcl<kv4GOjuMuR0xMIo<mU
z<$k_6ZeD^8K5UX^-f{)5(!1Js&*xRFr}f*aUPy^P4|Gjlwqcue)nU_1qDWFK(BU<}
zf0?>@q`JCf-8XMP_%fIy=Uax@z^4rRv_=Jf3x`AC6V?1`y#LxyF9zwYD^=~UTB`{(
zt270k$rn@iNxF;J6nlM;0~T5Xzfnqv(3JKXmYw_h+fpBXK*`?d-mpH6qxO0GZHuH~
z@FAc^iZrHq{Fcl-Bv1oqq#8&NUH<hZfuIZFh6n2C6C@{t5_r0{xaSC({0Efsu*0O?
z?ygyy?mrZlMfWo=iFkf4l9hlmr|fa!;z{%_tm0j1CsOb_&_!rALjpL*W*-bdikiw?
zm@KJZ_k*LX?gAR37HWQAj5(s+7WMIy$5R~r<clWZs1vj3GQgY7+jzM%L5>9C9>6+?
zn{?CxJHE&(^n;92j)TY4xX)@QIq#QLDDa-q;B(W>P=J5+UYDQR4-{>An>)KoUhg+v
z0*tsNbO`JGts^{I8;TCdJ2<|ytfZxK*W{lvCf0JGY@(nA%I&f;2tfOA4RG`E(lj6X
zA>nb4sFC0s;d~mjT@btr`QeP@#l6yM?l-&`#I3BjU^>J{=iws;<R2=4^x23HqG3cz
zxpB|v4ee-Bruybq*_rjobK4h%vPvB~%<|?@6#`!AGe@yq_)*eoDVzHJn;&}2`JPAQ
z%jM8iw;MFm=G^a1f7CuS@g1AUE_(^~G)&h-Zgk||=~B|XATRr0<&CG=WnrPY&-rF!
zks^W#TF~T7u8XE|&sSSGWD82Tewdv~xtNihRCBG}B#~%}xvKy4P-%glg<5%eZEgAM
z+Lp()&mX@QJ<DH1DY*aVYKfrT`SW(?=j9~(HOr-<1);J}ZOo>OgW;N)M1t8_yPMY6
zt+^v_?`>`-^UQl36SSkM*wQ_-0F6yFL|MgN;`wbyWqX{oiHMSuxSR&cQK&n(2gwbu
z#?AZ7H6Wu@FMrn$Y5m3oi%A%>Q=JYdgM+ahh-3m)DoW~|8P}C}^GnL*3QAQ9N|!|9
z>Ic2&{ql$e2l=$S&6`il?pWyFKR-6J8+cr7@}yQ+czk@+2JNu_8A90VX7Pm^2JW7$
zjj8@mJ2wtu#p?qZl$eu*rikS?V?euVd=y6jNKE1y0cb6nPe`0ajwCT2fCb5bDp<k-
z>>ejenDqIf#;WD9);5Sf-x4<E-iL#K*y*N&gT3!>j=gDpdvmUHz!_E8R2RN7IC^0D
zDG(bOJXyPXd9o_mkFxhT$8gg7XHMbI9O<7q*MFXSe*5?KyzOD-6o%8az_KTy&|UKT
zMGu#q3l}W=>Ae?!I5~|txHvhxxTG_6RWZ2ax_C_Qpln!LqA;nq-`nL7vfl5$cH~ic
z2*bFD3jBU(X$IfwG6_g1xkJEy(wO(bg6k2ufmN=b?^Weh^g!CIEmxJ#X<Yt${Ib}d
zE-{wM9Z&~Ku}(y52FiFxwpYrcpbE$bf@Iho!?(T}pS{LoufFqSlV;&Z{stU>?y)us
zvu7|Ufr}a1s=FoZy>X6C6QV`$m+L8pS%ly(JP+P#1Xq<r<>9MQ5Qe#L7BS#SEkawX
zr{KHr^BDlH8P+Zlz_W9*ac4xwqErZ?oloviQGlC)%Yto^ulhQ$jdv-0woT#L_H5aN
zL$tx?L{y*;{z#Mc1weZbk&GVty@k^03wq2U^yxDpa$6x9%f@T-Kf3}xJ|{_<Z}r0P
z@u9`@9vX%|M6-#i@BFf~-DLtqS@+9VyA;=aUuZQ|Xesp#?H?ZjF}yC{h)94ZPs%*G
zu3-hHozSCp#xcXr&r2#DDthL`YX3?Y=P+5aiN}#G(E{~{*y!c2);K_EZGn9ZImdy!
z_QgZ`9Oa3eY;C-bS|AS1<UZhE@PG3u4B+r^0N+UQA8tu2TfuzyigElE>)9)?h}FM`
zp7+M|ef#wHENs9WD(OX+uR!xKcMkn~Y0V~H_|s$ZMe5uXP!(z{zH+;TW=U1c5sS2P
zJvvUjgKdT~=?1nP6i1{<q%3V__u(!Bc9w*@Z?=*Akw)>~K)BW`a^=2iDkZAzA^Ixi
z=m^NMQTc0j!po(<W88UnVj@~J8`z&mN_#>rr>3Hqg@#H%InCzv1(d*D0+H2eNJqdB
zFIGL98+WMb?!87UvDc$nD~#8|rgNz+ru*3mkf<q{2RFFS=)BI<qSn?lzG&5+z->@`
zF2{JDv%~^~8Dv>~Tpei-0ZAqVAX&!$fW%Xn9;<x`Tk#9UQ_bec&*AduhWBt2d4h*T
zG|r+29Re9JNB$Dt5_X9YGB*wRxI@OZ4>s*cg_vq1{Ynl^oB&_CuiM6_)<*SUK{i`r
zgG$T98c1@;tOSQj&X8`oF}%$4By!0I$r(zzmx$~mp2X9pjQbsDm%hGLL@~CO`c-ke
zvJ}MM*dp<Ve76>8M+M`lf14lio${w5oMLKvd&*VwDIF@pJ~HV261pjWAH`d>6l~0z
zc?VA%_d&+@`e(%|<3~hu-xHrEfMm>O+V30dGXR%3@lfbIs$X!cjSj@uGLGkarm%ow
zH9-K68Bdh}DxJAv;8cWmJOkv5VwcP!fSTwqg(bq-!)Gt?%d_x4D7XnnJbeQ(Odv8$
zpEXSFd1@(?___UJY9tbf4fUId=STug1j`KITqOeCDh&vEX~D)8;=pSzI>b**cTMeU
zp{-wfIkbXT;TjquPHI<{7U~izN4cngjq|MKkVdR_F9eHhj8<ji_&TjDLzIOwrX(DP
ztqX(s^6CMkr*6H8{rS6+M@|G-e#j*QHAf^u3S$>mNC05FdajdRE@|z11E5XNySu=>
zK3k52N(7D*un071Iw_XkiEv2%^~h*cbIN$)y0B9sHBo?jh(nG&T(gHTVwL)zNvl8k
ztqD6tK%aUwt{)PHXLb$G|IYp$TK-bJXYob)^)?X8D{}vN`)bX>q;rgTFSg4sh~oe4
zQq{M^O5d*a+~_>YEre8r)R@N|<7}ys0Ry<e&Hb%&#54{dCyWNdvm8ts1LhwOg3c;3
zV3p`EbVQdB8VY=NV|mqGI*`9XI*<2aR4*-p!Vmw(q}lbsq)rcNeAz&twXCioNx{rc
z?F3u}9f4P<tBev~K%rT6_wAr2rp*`w9<Y+_N0_eX{PFuZgGEy4l81`b4`r)fAwHj-
zM)LSQ=F&oQZ+A02iAmoj)8Ca1g(_x;`hE@_{V6UPqd~E#RjL}Zi1_KL%iNx=LA6Bx
zv&lkS+abg=7@pJnG(cx%vg7`ZVq0TQGiH9F*c;;G9!y3imcY(LwXzR>e`T{4``8D2
zeV%Q5+b=xh{}y}3{zDbBe@`17%mtwcdjpmzHnZIl%bH18pJsP{-I*rrt;I~Y{vA3Q
z)OIjB*F%WjT1uq^#j-eVi0@!s+xBPvtYUvO|63bf&h%*7qOH7ZQnH^mie-Kybypg~
zYFB^6_<D_1zLOUBf9*N0Lx>MqW6rPC%zgE@uriWDNl?(EpIfu#TRJH*$zs9~Skpct
z?B81Ezm?P@I~I3i<hV-&8f+z2K=XhY$*_m^QEFGy#!V!K!F@0c;-z{=@Dp4xQJh5n
zAZ4pAcQfsT>FiV%qJB+!9#vPgDE>D$E@coW3Ys^KfrIEcTRAE>QWO{M`#o_1#RnIB
zIMXzjt{llL3O}o}NIVfO<a0hZmP)HT8vM*9!Fp2bHpd+kjv&0r1N#LXD1{b%dr7N#
zKr|*Rf#V{zl&X|Puo5l=o4Y{epnrMGq`wwE0c;xrcW@<sxr8i2I~F~-?LeYRsD_Yx
z_0iLoX~s%p^4Fi93VY+k08L`%(n|VCiO)XAm9lZ%@XrK*3!B;{qh%om>%&Ts^^@mN
zB{LjsUVx+^7VpqZ3QOeml}${=yn;M{^_wZH&d4G&$i$HZ%?>0lpLPc=WC@MoUa^12
z%^eky<C3?cBJ`}oq{0Dt_sQqjkG!f63g681D|49C-3quWv}6ttrjc+(l<Ig15el4%
z(RhRfv;BG3EiE`y6VdnQYQe*!fqwDXKWWZNIj#XRgLmn_<#5Kfv|}<V0R7YCh#+@1
zEXNF2WHM3-2V4-qvE1wG00y%Fk3+A}Cq4u63@VM6OD2#J-YlJhqj^xjg4a|pCzi&R
z+rR1AIbM?;f-ERny!%|RQHjnyB4ftcaTeLD3umMIfsGnEJwOodB_p*BAm?cOCb}FU
z5<)z3NwKu(!PBpqkY8?>CACBH@J=O<h$l!}(Dx-97nqEzr@zrib?;w3D{GNRzL6Ej
z0Z=eY9T>34W5?JIGAb{iY~+*L^wDp(#!f06mIZ-$0i}d?dD5~PY%I=Kjgt^h8%m)g
z9&NX(@vuOrJO|&2v3Vaj3?ec_`2N7InAwZ&FktpFJ*Rc}HrgE0x?c0!+lvc}@nZA8
zc|R>Mk<yW3;{Bpd*zo@1J$&b6@X@P?;aGgiZW3^PGv;!>!(*nhONCbR_ZYm@uBBF}
zX&7E=fTnN)jcJEzfbf@vU*hit$opA8Y9CD6>+`+TKUd!o0<Xn~YxVSG$cc-^uK0Y@
zmu6DG(xv;Y_RfLjs8}Qk_j*hg$r#~~rDE~v!-6<8hW#Cl{QCi(@T&7=B09|P%_sq{
zceoVgn#GaRd!MgS;iRIX+R;-(TM@3#`!uzjg9D)hv9m|O?LC2|=%wqRxAug)R%hfy
z5^FW5@2%P7d_mr@*=Tm~k>h9M&dCg58N6m_G|1~b`t=O&*yA}h&U#QHy0~P9gnH}9
zWjUjmbJg;jjB!2LgS!%)-|kbrlAxe2`U>d;@EQz^o^X>;P*T=@(y2J^f?jm4>1E-h
zcbQ~lNb%+eg*zn&54B8=mR}ZBgO><;xUfh!#FvtAM#Epc-O|;>3Y#JIJPu;X|3#*c
z!uu_Q4W~ukoT?6*;-sN$uNj|_d*1yD_2lHmvO0?F@t$?w-7CMJy0f*Jkk?(GrREdJ
zCJ|-K5_)C_f;E}rJ0+NvaR`SE+(O|6$(cGjHzQ*=l_h}wkl;onboLpij7W@?Yf+)6
zuD*U|oe<EX<iPg2%j~3g$ytmhe*oTAmKS~=$A)k5;3sfAU@=79B`{}pg;-)ax)+Q7
znx1>o|KNl&>%W|nR)hc;42%@3#7huFR)en!8~rY*gTkVH^0;FE){CEwU$X?lyJBK`
z4RENa)2qRqP2fd{Jil(#*n;~7+!?@Ql4I~$nMY>SASB6e^~J4?-1ejo3*U~|<#PTU
z<H!e?;c|-{iaG8sbBId$J<1L^et4-$gG(3X063I#3B+8pG6eW22bV~r95)RKNEi$=
z!Eb%yk&mb^&Gs>>YCt`tI=2H1u4o;}spqM6&hMOG0S@d9Z*@;5z|-%RBX4{)e4m0@
zd~J^eYzcn`T_u*jRd{cFO}MIqe{WKM1&@#<7nT4aTiPdR2GA%>ba`^v6fUyzCT;({
zEV%uJ==<%ZTgA6;1*HOy3NPqXN}sYZe3Xo_8Nk|_H68Iz(S^Xx6u7F=yd03y*~UcV
zb+E}RWFm(>cQ<$z$#1uj{5apt`Lb|1H|a;U+2wPuN{@aSPFV^J;5(^>Hu?7tC;wfr
zktp}{QcVr|&}XM79Hy@Br-Ys@qzl<CEZB*Pswjhk!3?uY{AI77zrJtN>E!gr;hISb
zU<K|lp}}!Sy5bTZAI{BJR(9fsr+LUdSaw2ZO{xv{i<!fh_~78|ccLapp(DJ5BPvHW
zZRUM_<ZwpFc+3~50eKEJxTO3m#cQ+R@nZep7c{T&0p&*ncnLf2oI9WAES5Vac3vy*
zd^e5!nM*uvewM*VD%8J_soHvrbsmlMto^|N&Qc-@Pr4bzX@X3d?!~H_f@k0C*R%<e
zfJcWr#ZyL3nN=big6zN=IIz4p1;n$6L>44~vc9fv*a87Mo4V82*HsT95zF-;{B3>g
zRMWxF)zKG0YJ~8Ad;2fk<Ae8p^v~po??@S)Y9p}chmx{)`+)5Hq!b(Zrzo&$H)#`r
zY0D4HNIRKm`DYS#^&wte_(k=aLc^sI7Z*4K!~&`bRW>zA_Pel*7~y#03INLu5P&{%
zple(ZN_Y5!K9LX=C9rZ?!t>anxi6=DPhmz%s<?ob7I3!RbxO$1#^CP)iei!I?X2|P
zhV0vU5`LKC=#dfi5=Gc9EMM1Q6+};HZaj6!#uzSRDhjvW2oha@WfJg4pR*CQcr{Gc
z`7KSp!D2bPXMSQXdK;AVhm|X$^tNGx$9*p+(_Sv-7AkOheC+SlyzM836o}6v(-GgM
zl7x^+inl7?Ub@MiZN0I4gL}sjOjehuqf!+nrrtkx@wKzGc7@Os=Q%?{1~4~6Y`9cy
zHa(0N0uCI&a+6$%(#YALvZw%?<iR)?8{Y?0V=!QBYw#t<4cN0-ZdSYJ31#5Zv%`Ws
zT~Gd1i$Z>EdD>6vn>$9Q-8a!5Z*FUTVR#12af&MjgTd)d@Wfe9chI1N4}~uypA*r{
ztS^2QYP%cB=}ipJ(T0!SF^B$8B_#-Nxz`^z_uVHkTZ;)<Prnv$Ul5s8SyrNA9XMx`
z<kZByw*QI9qG2;G@B#B?1$Ny`(ZA_5$6t%!N<jifd?*nAqI})+f*+18%Na>;?E7Vf
zs#sw#2@^pn2C0=*!LmBuh#TqbbCV700FK@I;8sV&6$55(2^gJB52**)M?TogZaur!
zPkk;vLa=)BhPvUo9q7C7--#%a>iTPyoR=t9Hr8P14!1GJFASiOu4ktoa&0Fa*-n=-
zHRgz?s$Q&NXL&GZq5$+^*DcB4>25waDt3#Tjd}G2)B3G-)jn*^<I@nVGiLgc0pr`s
zOpks>OUp0DBn>6-D3*5*0njy_fViVLEc2PPi`zs*@Rgm`n#l<FNA8igLKf%gUBK{D
zSJ9LCY<tP}TI5r1xtdi|{_8YU^iu5Ssjnl(8<a(Q$pVUgRfX*!%QStr=jrt39J{pn
zXba2K&&UC{gbkEsJ177*ebz`mc$Z3fK+xg%4~*_8oPlHWa*-TeuE5#&fIDG5JMDZ1
z!l(x{ikNCK@m!_5Igvb^Nq-a<WfaYP#e~SPtLv#>bxe?42DF4%aARF=c&R}DU*2O>
z88j2!6^cxWMT(ecD-R+SfC^;bf3TGT^C0-ZgZ&uZ4{1NmcR_MN3v!zl4A6y$62m?N
z5ohD)L-MFQPk9Bq;R^u0quRO>%~KO9h>Xq3a^}X0h>RU)(t%U0G?Pph6eL>^v*~{k
zj_S&qd%#r*m@=L#-peH_KmVf)1In*kQ=CRE4JTkVyBrg+DrOcBwizfXopwDBK)X~y
zIlNcx9N6v2#lT>gFo$}2cy^TkXJh*9_eX$(AS^jhei3qq(McRyIYEc07In%?&xX(R
zQXG72`(VuNJYZB57Q>*?ZXoF(?XbFzJmQJprw-jFKQ6P~t4naY047t8!xM|6=y`qE
z;KO>p)vW&q%nQB)etb9%4t)Ll+_~SEh8)FP$VV34)r&P^;}y`Do;!c#bvv3#vBUR_
zHYmWdL4+lHe!Kl5K1?x@OdEeeM*1BsKSTtspFl$cluS>kVh_JmQW0GK3FA)bqLof%
z%R}aRC`Zl+oN3e3+yB1wW8rhsvOMoeiuerybsQVuHG_ffbv*{<_4Q@DoaI|{%cJsd
z1}NW7bB*2E8{^sk#uGiZ8FS%07(5FZK4S$mM3CuQC^IIoVpt+?w6$Xu?w9J8h9F(Z
zxX1<s4_3mD14H$z7raG(ZjJj4X8&oeP?ZWWzG2L2eBpg~I>TcEfyHebA844djWg5c
zh}VHl(fVG^y9;2j?=jHL^zU}ewfhnC9{+{#$0cS{O4lUDkKYu&iiko+4WoBC7H9P8
zDU4C3L_Oul(BF46&Y`9+7AZpxblJ_T<}0ywJJ<LP#Z5cMawacWM6?*SF&Na}2zyV~
z?4Lgo%Lqc$-$FtRyPOT)r7w&T*lT^*c*Yuvz}i4z*>pB2hOzN`x|O~6Vmf}e7}!!y
zW7#X7*xju+nMMbzooC_?Xyu+P`pl<w0{v^#I-5QeGi@0E>-StlYuxf`kgWl0@AKS?
zso1TB!<not`bUj5EOV}9zxes|zR$lQ%D}O8&z22F;{f7Q5#fMwrPt`k55m%3ZCsvs
zxcj5Yn_kf~%-6flBtzT5N79zI#fN@|hXl+rsN<hmpF88^Q(HPy4NYM=39u#@jopA!
zQFbu94UV^3%TNe6zuQ#yGty1-^928<m!;CrW3MBG;$2FLATuy4Lt<<`cl#FT`<T?_
zEk!e3C0^klC7E_|9iOmWRMngBPvTONtj53%%vW!SuT85u5a(8<&s~?!S(R0ASQ3+c
zMQlf;;8IQ{xo+C2v57O+<dBbgl*&sa3_oPGa`%p&UJAT6?O2%*rwRa2<t}{MQa{mL
z2nQp+W-swUa?UqWk8>5@dQv`o2Pe_aQ{`qX*FnKK0Gd545Per*+&LEo4WVk57fB^L
zB6Dv$u-dPqQiVy>6+dhB6Q!!cPT5?yti#2$(lekf0Ku}=@-=zFf90-27|42?6~^rB
zmD56LiNvF0Fk#3vvvm$K5<J1(DGTo_IU;!w*_UK#tosBOCAw^QEsaA`6Q>48BueOV
zoP{R~31apg@EjfD@QaaF^p}9#@kCiAB*@;Fv4AG~E|#2{aD()7)TW)isqhd=8demM
z4YWIb;o`NaKUiQ5i9rbU$`4C=H~>L*ybXVi2*?Bc;6~`~7CD5wpFH8E@K8%$HJ@~^
zAwmQyqw`G6>{73<%&r7F6S|j(f7X~wpl)yd*~BVE!V{IP!Z?aXs^Ay#0eeEbz$G*n
zK5OW`#_8h&O{AYg>UwF442zVyUe$M!g^#=p=e4rHdti<Hh_M`O+$P8iiozL5oQDnQ
za0EHz@SZlTra^cm6Hy8?@D0jAr+lx$@j9-a_QSH)B9?7}g@MZwR|7vlM{BPFM@Vk&
zYcVoGIdD*;j%k`rM^s+-U65Y5=e3D=MO}JY&S`PxoDCs#68F#;jZf56fp<kpSV$BK
z(@=6(7jJZ<bPtMmPuqpc|4o6aLt%VuYFL#mCeKHC7iNrh3iViaD0uI4`LjV5!RPcy
zl67y0jUBC^vXmEoILn2e5BnTWBpZIixg=*uT%dy<*r5bvLqF~G>d4S(^yDzkQw^<x
zLOr^ucLRwUUz&y5Ay;It&|snjoLZ^*#QO%3L<A{I9_`OhY$pl7CH$6Ze{6O40?*p+
zxmRedRYezg=ntLL>jlbx&ZTo0ut0Kv7c`$!Y^qZUB+E>o;IhaLqVNQqOGkUkcokc`
z&+hUqSy!FE*%MZL5Gr3Icj3dq`BsgUmv86@qeaj-M85q|;n8y~(`S(*_0B6GYg4h@
z*lijtC+lC3pMpG-35isR-cSY_fJiR_L56p$aV3Y(9(N<$?9BxHhE6HCkhivTdlQHw
zduMkqkRdIJZt%IYcUL;iWx?4??!dbRKXzxgzv8=xRjcFivAcDP8@pot*xq*GxagaW
ziV{yjYA5o!6eZgq%Oxh<iwm|B*Z94r0+Llhijj!8j~vobuk^vP!2w~9vZ&(>FA=y&
znv9Sr@IX-$KFA?4LwH(K0v*ySFc?9aGOCcC|3=l&c&>RJ)8OGTtE9*#_J|q`Du<gO
z2a*?1B^dO7birq~Xa1U9<qA=DT#fFW6|*qD=MxaGNz6=+zejvfBArXDgLi4_y5hcg
z`DK_OC6Td!A%7O}0(=K8UT=DTn4EQ;Xj=`1#%fWqX|_@_N0`7|7_d@ej<zyRxe79d
zTZICJWF9t7XUP0!d2~dxwp9mwAG)Yk@6LeHxjV3t9ll`rgLz#-U%@_a(<K&ZzI69-
zj)fu<A}RDbcl(2)50sG+ofid9oVwYtm5oqPUuknvLK<-Aa@I-$SU^Ym$CM9ee)xh~
zpiSDFh_{cMOST(AB0>76YhDWhzc$REDYih}nk!vF>TzPm62wrqAqZ(9AvD_xg@VaS
zxb^T*PrzHgI15wo=*~P7YWv;W5l&W0Ai<}8&N<+&ibKmPrCFtrL@7);lnne~T{)N~
zOdx=3Jf8OD%KtbzuXw8eKaO+G!7<OVw{wm?v-ddX*p)Jpk-eg_iV$)f2L~aeP$D}j
z8I^3u$S4((osNu<a*%yE|L^aA;ld4H-^cO!yvOVHe7y;3zAS}I!K{A0ml;PHeXn)p
zuCl&6R>b?UF+498IOB5PE?9Gg-&jJhoxIn3$78BJOSo7AhuiXcZj8l_!t2BnddNlM
zbDYnGek_(Ct9TPr@Cl(;;G@h_UZ(Xt;t5CyXUdS1h$^RFx<zY0opE@-xn8*h38g1t
zQc6M2sm}Bg{*<2XWp-+r*O|vy)S0`)Si8hD@{Ue?3NY()xzYyzq||VAg!4kSbSNkL
z!qE{xjEiTN6uHv!GPtg0t-6MNay<Du=j|z^t0Ur7$ZDVp_CZ-Ey@Hu{SyRSOE|4+C
zH9;{k?Y#XsAwgEIR!+XVUXoE>)sL+_A6|bs$%T#IWVQ=V<4U9JM?y^<u8Jinnm)$-
zbs76H#g)x&;i<}y?EdOA|Hs9w8WK#PU9*uf*vW-V<YGee@Y?6`*gxQZ;K=)6lK0^|
z$MOE(kCCl_K7cm0G`?)uwkd+%+e>mpcicQId|Qc_Sa87>5j{!|={6STx9j#-ar6gR
z?_J0Cf1ZCF0a+_10Lp;s6u1aVNbIdecX7C60K-iXeLg!tNfQq~`FFJLF^GOii`w7I
zefv#0Wd6T=w0B=RA~yS`D+vQ%Hub_|BR1z#|LjQYaD!hHI%aduuA@y`W!PyWhTn_h
z4|<#UQqZR6!p0`IgHALr3_Wi>ldX6|K|UC8WBJ9oGdve}l;g~d@yQcEWD4Z~j<EZ-
zL;jsEx0%(t&9ZPKs@FyHKYvvE@=5Ml2g4zgF^6}cZO)@odM~D4U0?s_;uhB;ngB%-
zN?rEC5uIQnn*acSkC(JGcjr4~YNEf`;7d<0YkbJGwEvpZ#j7Gg<kbSg#`7xs8-fJF
z#uAK1hCsdUd=gV*S0WLt#}*#RIi59Q)S3{fRIZVci?X`*Zpdh;r|nIf98&ateLQ^#
z{S{9eUvRXvz`F7)Ik}LRr0;3^oO}YMV&^ab3~NkxWQ^JNXVhi4>X+>`%@xI5@D`he
z_^vy63M?5m-KZIJ!+dYTiv4p1z>B=KDM&`7U{t6-VUK|AxwI5IQ$2i&py2e%Gxtf=
z3HcRcJ1_^$THjsCIez^lhwl4E{aORlh2KmIOs<ie$hGw!G2isHSuK&50zrq~xy}x*
z-Ad~CoaQ-=%o4xCf`~%HcVxRUIff0{8;LmJp43VzYP?JN@oNW0f0GLp7WM34km<hH
zRKP9N4XtbfK=E?mpkp3Q7^y5r#xfwFTWlx9f9p(`JMFE!EIr5jm32MIZ;WoU6@N48
zs4C2<!!6*xQH+zk*%(Seny+jtdEB>63}43;r^dEVSsci$%lr}bkFU-!B+;&%JX<v=
zz?tp#cbc*QqsR6N26ImjSPW&9HCRfOu|f$6K_&U0xdaoQ60n$Z{j+eWlQ^xd5KSlr
z&I>37roGLrofe&U?l@0@DgU>H!xiZXJ^#OweC~+3lh9aNq58d$AmAha*XRCzaa234
zuN*8hA9@7rnspSZy{9+yBRn2|j|;xOH$J#zTc9R$6baVZO!@RCA^|5LK^vL>F~WF&
zVt!I5H~vFJD1ez=i%8zmVB=>ycjfKgq}KjDnpw|dkMM_+W*@KXoqrBQR4wHPEg{CK
zJ&N7vK!z)4PnhiJok6^m)a;UtkC)&eplieE{5R9?LHm-2&h;VweIsoREng|dHYEB3
zilC-$x4FNMoINcb3f-P@uA+NjU(d4H5g^lDj<Tnrnl+$_W3~2fBooa*WuU4&H8EP9
z7QgHk{~Pewz2r~+0VP;3$~Dl(sBpncEE@0K8bVW4jo`XcQFaeCZEh>P-i!V32}ql)
zSkd$qf;?IPP_i~N0@-o3Uc&LodZ?71bp!Sn9NAwSfpk%?vr6^Ep2lcyG0*}J$_g8(
zHm=y~bX9<Mud%8}jRgB-Hi8?G4Uv0=q}g1Vc6R`_x0<Llbe47ep_%_>3<YHe?!DLV
zbb;`?BV|G>5Nb`sukdTCbXA*S<g*yEV3(7D!yHdBF;i;3XY<Isb`(dtYws>xQ=Q>3
zfvTpF4~R2WzJ`ZHu>x!urtNk~CA(^h&1q={wKt$TOc5@BOqzb+3l!H;lwNy(o>DMR
z@acokk9k^2D{JBZNHWJI`WGY2W#ABD;3KsBS(Zi4>m5CC%>e68={o$K647$K7YRLp
z{N@c&MGp&DBf;P^0%XKo&CkR;O-~Fzb+bd=uADv8=@%roq>|$apMA4~!hJ7W*{W)J
zn*`al^gR*cU^+Xp)WiCWTEcMmY#$=v&QmVe`&%p=&Jc-~@2|RJ5&s>bq#zM4c)Fom
zpIC%?4wqp)X^M$8y?CMbq}+mOz?$u1kzlbA+92kd@81~;b+`1evO8({H0fb+(q#(F
zZRdB9`tLup6NS$ve#=a}FawnZhSo;KLrt+i9%skXB_c&YHV|2K0Av>t%O@}n_+sgG
z=s!G<qr9xNje{O|RQG@bAlB<xKSAmZOX&lxti~R$d3RxfWTbRyq6r0gWM08(cfXD)
zzmn(z<?)J#_~TJF5Ll)<z8;Jj_^s<^A2*ocHk3M(;`T8$At8&2S-`Od0@+ie_Fj+h
z&RCFzo@nEDp<a@qW?b4k*KXf@t#Y$mrF5zHA$6*<ef365Hfu}i>lV>xVYAlDkx%4V
zisbJV*RC1;7>{i5S-l=e?I%<JOcO%>qIZdx_|aYAJB8n3aB+)&a3|!&uDH|pKRORr
zHm#phPX;z=r@-3rbO(l`eFVPNhHyCAF73|t`>wl(Lmo!Q<Y%xS#|z&hJ8{3aaxLyZ
zZ9kmI)fT(EL-|yPXy5vFLiFf7CA0GHBN8GGav>~i?cw{Uzkcr<xwz1lR@Rv&gF9ok
z*2^80=g>E=o=_T=JBY~R&^vLzk{%_6UD_duUA!Nnuc?)!qbsj!a5K<z1F)|mpPCr<
z+UNtL#wq^IAHthNiQ&HmbDT(o9=E>WcYT2m27UZJDX##ABAbpgX$)jf@P=8&ru=?~
zlUqN^4PRMavH=hmFFl*&B$0e&(B~LS5@$IprT0k>Ow>NE09dsL+;|%ByCA?~kB`R`
zI<Y|ECh`z$;Blw)zW~3DbQf3X@v@}RBPZgSd$})FQTLz#GWZPRQc=fT?&tn*6?EI6
z0)HY#S#%`^`!eo1H+{z6>Q0DaH?RP#pc66n5U)ha!|jQbq&N(nn2`tD0~EdLS2-wT
znlbq=!%Vl1hX7psoM~d6x6jRPQdg85O9(PN{a;VkxWU-tCsnPiSC?}#2gqHJ3bBGJ
z3+-n0;y2xMhH7ggNhGZgXedb4bhrd}fUFQ>yo+5XE)b$>Lg3yE(nvw97t_tRo_I`8
zr;)Jid1z(HOHiKW*6eO$-DoHoJ9iVwf+99r%>I!1E0C8`a)I%sl!}s@)?&^!VA#&0
zz2$)zJ>G^r{&U$I)xh0}`odPd{EYdL@vGfHg%QWxSc&X-@-?z=yf)i8*&WhX*5m`%
zL9M)4Ksrn|GC3F322WIJ30Y~D%C9y4^mukTvYNB|>V#bq($ju)$iBQvlo`G1*p7U#
ztx<NL?>VjH$0@L;Q8uPn>Uadax!+_90^Mg>Y?r!lG-maak1s(@E-|T~PebWxL6#l7
zVCVC=k{W|ms0&L%MOqsMgWNEqXXuXZziMUJ+x!Hd(CSHY73+bvneE{{d&w%s(~Jb|
z!LAPmt1p5Dr-rv-mU7~cQgX5Vu|`6KjbY2M^C2cC?Tj$uLlgyOmWh)Mkd+OThtO>1
z?Ci!I947GW@-OsWyeQXv+t7Lx1y)pf9CO$=HTK2dtU7T4tE$1pf(7*e#P94f9-L>+
zyL*N?Z^QSWLlI9NnVyXlw`Spm79L50%hf-z50OkO?0H-|6Q#|;(8O@oXnsh3<7RO6
z>N6z#Vrw^VViJ-cKX(I%7E#^vPVJau{35&B-J)#t0HVc6qjO<-!@|50n!(BF&c(?{
zFwZjjsTIHrQb7_wu8N-|K}E0;w%ho4c*60F=%;e&%a@iOao3ngD(pgZhTImIdSn8l
z_+o4hfU%e)=WxxIw8Y%&a$<LQeE^n@I5ql}C`HG7#Zy3nZRumRn+pH^E~jc%#-{u%
z=YHw(Pnu7np9l@NMtc>vmNVb&H?OjOI=e-uoI9~QJ!|;rSnKOBkZ{_AZkAhbiXSg!
zyr$4CdKiN(rcXHKui9DA*3o14D6#l?&J5{_D62;0Qy)r3GIeEh=Fp@--7}brg1dF=
z5dHD|M1IRwsEw7Z3i<^VtPKWXx3M>JoUa`6F1j=tC*raQg^P<v&mYql;=PC?Kdwvk
zePO>AGp5)gwQ1T?JJod!IwT<~D#iJ)m=^_Xh?*H>SK{F!ze$uSR5v&?{Q{EXe)kVA
zHhK8LcBLNsJK&;ELJZncE)INBh)kPD272~=z7vV`Ib%b_T39VEgmGK}^|3?4qStOI
zsr#IHn?WF#GlLd1Zyy#w;wlDgT6<%!>oR?PvDjDf+S^eP+DCsBovzE9BEfx$C!yf6
zF1<cmJUbo0;6XApoG50fz<;LDi-Q!tF@R@#vEbvfxIuI}KGu^>je{fex`+VaWaEKU
zYX$JL<)9MfFP2#s$3~O-nQ-zSlr2z{8ojBrygar_y^aD2a<~4-LU(edNOsq!VrQ?M
z8Emqv@eiu()aTLv=~z!C`}z1ZeV6+2=_KXp@PXR~gDi9b@n&o14ll(d!Kow*zlyW*
z9MHVK$<f{hQUd+{V8Ggv8bB=dgl&Sz7>sB{Pe%d@2oZ+M$5_TEkTMogaFw2Tcpt?`
zk+TPlQ3EMG%HcGXZsynYpIT=F;WyBNKJ%`o$fY%q1WF(QkOCFk0L$!q70#Rhl>(3n
zN=*Qz`FKK5U*H3Ic(1@)l7N|olbENkO_H^8nftQRClT)0*a<pDRmrL)$JFS5gVn5S
z&@V}*t!nktLV@6abBWGe>wG^%<5#JGif3NvrS-8Ae8czZ;@Q~J#a{rYTaNrd<V7m7
z|AH)(lUJGTIiM7I`~6`-nv_$@ZEF>KA#n~ux+<g@YW^U=RAvOK#?_lXXygCOvtSg#
zvQIR=%he%TDrRnB9TNi@o!|=zN`04=l%i#f1POkNj%P2*$QZ4vDtLZYLu=tOL_>=1
zVqc+4{l@j{_)bU@z8SK|GO0NdT;9~wkv!^fp^jaG#nycqV2*pIe05mD>S)8b*a3Cu
zoh(vUBbN<?F>U8{P>Bds&u_^e)mSQ2+QVt)yv{QW7Wd7XSVZ)Fc9Q<NRuFOV;<aEP
z+o%t*{qf$m!VsFrA#XW9fBB)q%0mqvM-bjptLdU?D+PY%`qh>G)02JcqA1!}l5$?1
zVM_<(W^&h@N75`qpfU+fy|uYg2L-T1P%srNiIntA#Okx9KHUVebQl;jNp!zLzffR5
zzIPn{`#hGrTe&%bV!}UEK!0~RUfbQ>oS5u%ZrMG|5JtGR|66$!_U?XhYZGm7T9oO&
z)#kimlZw8E_B>jB<h4@vlQNoFtQybLK;kd6*j9FVI2@Ofshw;gq{n!}<@owzuFJPo
zDKII&DEIe1*Ms8XZpXz{_Q2$40?AATu7CywYMPmvAkqUnWV1Jl0!w!~!|i%5PA{%%
z5UT`r{aU8|Duf2n0vjkFh2)?28kTHg&2KuGr*6Y^rz>riLg~$u;zTS>$USF|;)D5J
zn1K?!q@Hjma#G7)3^EJ`vI$+XbO;skHgM^#ehu$)DoOH}iXUxEzU;yc{lnRe(aZn4
z8dD@D=2R8jp1Kr6^2HV~W#9SonXLOOw1y$O9!`K|>tR383F2cVMLqGOHV)tIzQdpQ
z22Ew#GpA@ZkOJ8EwVNU)$AKBT3zFW}$v!t9rj*Gw7=Qu&<h2Hg3q$+(kZ?g~uFSBJ
z>r<^#K0tWmIjpZQQfUywG5*3yVW_M}v2nQ1?t#c@%W~D4&)rK<2XaD{{^?2>1^l+-
zY}L1NH8t%8?P0%0InRdKdM^4Z_Q3WdzBmdTT0_DVHW&-bDSUlvj{DfR%$!`*1$%Li
z2i~LJWh24nkn(~^{&lWKLE*fyci*5U+^v530xLxLR<U3nZYoqZGWH(E;64uXor`X&
zLP-0iKX|@=+xf=7wDUV(^Jp7VdQbdAC{#y=hR~nFioiZ~%;MSsF`sHvI7t`$>cS>=
z_JAfMTwxeDqkqM*vDJO$?pHC~R|#Oc7Srl)Dj!HrNy?W$;1$-IRgG6QxR+oVcFyun
z!S|;_XajHtwA1teJFIMFlww3)LS%8vt+hDM<6cJuv|J06(zvZ}gnNgZJZZQaVugr)
z6S}nZs{8}G{WiI;ka*F+ApGa)&(ul&``;NrH&-d^rzYC_f4e%vzAU#C@i%=c5-d#k
z`LA?|uFB~z^!+c-E8n@qLRi?fn_wDm_O))?P)n!301=fY0J&-cKf||-Amg&DtMBIn
zR!!MjW`5z*($P&^gVeLthr@ucPWq6^gu(Z@QNd*cn;g_1H6>(spJ6YVdu8-J1y+It
zn3w1=9L0&@N&SF|&Ni0SoYt+*u_K$3K?O%_!J*f2m5Bxhtl!U7gIU<F<LM9Z{oH<0
z1<G_ZvIUaG3<|P7xF!olfUsmfrzCdEj7Mal0rb)`$le_D;zGF<izH&3^Kh9GOdz<R
zcp6w<q@{U%^Zzd`<T;I;0=<t@nIhnUxe<U5rW!A1mQqcy*`qicp!a;kG2xRwc4W+$
zgtQ|Z!N%{Y@R-W6)c2R10+YD^3LYeN#LiBRYH~Tonf;K+GJsAw4-9@%a&Yw&FiYG4
zb}}qu5n=G36^tGQC_S5d?BF$2upHD32}G*_W7E<P1L*(n=~#7K*3q8Ehy`NA0%GPp
zwalmB^XFkXOXwkzL_o5z$P4In`wD`nVE=PfeOl3H3u?GKJ@!pGd2UfMsez~6o?Jbi
zt81uz{3!UGi$qcBB_O_7g<_J0%Ti2cGd>Cc#x_k7L=L>=G9m!Hp6ujj$wV+y`*7Xd
zTXZjrBaT$^23V6{ORmYFC6#b!^gxrX@D1WzT6OZ%mrIc<OUow6=!k)sh{)Z7z>qAQ
zPL@bALx1*Z!y<wE8RN6h>|b0(irdr-B7;Kz_LHcePLo`K(4Jqxk)L0^vpzl~&ia`E
zM%@h=T2^7Z84z3yuH}mdH0@c&nT_n`H2TEeMgjNg?cRH7Xu2$53rU*BFOkd(x?x&@
zimbC)t&S|Okh7AC4B4%!_t&;y*fTxF_lqAIg0KLA&xjXl$0B?{)Hx)&nr^U2Jin=_
z9j!UA4SSF}VqI&Y{-*cOhOf$l6!Ht3N6illojzO7DO#Q3wcEiC5m{S`ewpqpSOpK%
zP_s~o=WSo!{qxAoRNnpkD&udv_G{Y0>7~u5E!*#R-)_bR^V9ZU)SaF#&Hg7S*+i?H
z?)AQ-?YGs@zI;WW3}`>4?LE7HN}Z0eMn_YZ^<iC6;k2FOeWSLpUteb<jk-EG3KlN)
z|FL!uMAW^)_29PFJHAYMSWvezAuK7gb-2!m{hf!q*7*)b?a@0YldlYn!WO!>z5?F=
z`I(q3D!5p?3U#a!W=<w@OK=b14cYEXWO8KU|LBhE$Cmg<;ci8Fcn5@dhlcEvi=$}4
zrj9@UI&HoR*!&#u<+CLh6@V{R8$$QsPhk>t29^b-#^UT>rGEqCRO$N)|I9YhRK+q;
zp3{U^Y~cGnX!5K368n<SL}$A>x|&!5lfbE0qbSvcxQNhjOYnW=WJ`h)d<t#w@bAEC
zyF?9p3bdGtLueHXb)~cBDZ|!;*c6FYX7or_kypoi)tN7WLVk(anWm=Mq8PPzVRj2l
ze!{J-zM;Y{5#2G~pX1>qF)LYq{B9@d>YSY=BdZEIH(9?X9D7ijs|J)!NWTpx88#X+
zk)T`R@W2Ls?%Y%mg>TGcM%6`nTQZ-hsGGaZHY!U}9HgVgr@w~b;Y{pHt2LH%J@n!*
zs0!>%c*cK&4mP`|^sylIV<ZATxF)=f4P^l9#z$n0cLkT9U*LnpO%-lT`xrlv?fW85
zXY8roYwQ%-L*WG%2(#{hWOtsGBkiF-E8)<q=g%4;YaUB4#aL|DP7QPMoNYF{p&9%E
zosvTsr*nc5H2^f0u8{Ie2;@disqlG0rtE872NgN=OrY-cS&k5QgXF)OZNC~(?W(C;
z0vp%`Chtd4PblbI3cblLBK-W21C;kH9Q1{aYdZ^AIxPL}P?@S&QN1~dBrtdIq*c;Q
zZlU0oVkk%PwH~q0>3`SE)}KI4$6O_}u3TymqanYx2Hnc7F-bvJ5E1FcgmZebpoK;8
z#8}cB2ZS7I$U<_>-b(DybX-PE$<s=GW-RS&P3o1bhRdamjan2~5~T|WOQQ4gic--2
z?-cJS6SsF}KBeb^N1e&g){qoJ(PJTH)|@F?K&&N0?<(5#82}ik^eTS+nG<Hp%M30d
z6SEjeY?7Bhh*XCPiEksvAl2sV(m&ij%=4K}(f_V}jMr9o3wzt@`_sK1BF=ISOKDAc
zVfN+B)jhY7ZwUnuI!0hMGqHo`4z}3%yVrwV3TRzip@MVHIWUN?(X+K9lB`L0fpCPo
z(i%JvEVM-P99Bi}8PitY-1jbJ6@#L;L289OvWr@e>lv+ncEiL#_$SI?pDdATzuv!W
zT}G(zyKq8Lh?fU|&v!J1j-j+PXSaC9<O<xlGqpVk5(gj03z~!I0wsm$PrEIQRL=j-
z^1)3!6m<DKdR5Fpo3i;{=`OJKU1VSK>}IyG3FvN5Q+7r$aHgFl`oxw)I%lBhC}f{G
z#Q3rw8wk~PKM@xSO+4Iq{5Uctfe8)hI8IF^k^j`Z<c?sC%J0|z)CmkZpMT{LKtG|R
z${cYi=P2K_E6XfF(1uE{T-wpVu&wWi6uEcXnbNOeV6q)xL5wjqHWRMk-r0inCgTbU
z44$i=;pvm*Od%v-FeUwD>na8K4(lJLP=4V-;!^T8$pp-lu<7HBmtNa$x0Y{xGdRT_
zU$<qW956Y;s%jS7%-?8Mm@tO+*ysRssU`8yXRq(^y~xCxA!X~;H9#y0YW!(;=zQXH
zz;Y?qDv|M+Cr#Ae7l{ash<IE)L%$#$SG-hJlPLe`0(4wbgr?#<$V9|Ufn<S`*#=Js
zLY1BMw9oqMZ&%m>;hqy}J~>>pJ)<xL*Sf~NA#0`Fkd5>F$n%ZiB$L~wd#<!<-Bb|6
zOyBNEd8MI~7^(h~QPQlWB5^K#eKGz#qs{;YmWTkJpQ;>CMNnS|vK*DUW4xkmv}x+8
zbnxkng|sG*3<JFz4_Pny4$v@+y>k2<>ZzTsa#RWeda`_z?QiOXy8x|PV4-a+BKe?T
z#)27259C(RmYc*^nCR%JD(z4Ey+CHYBOI1`m?^J%0R9B1oDNVnr1Pf80No=tNKZ_9
z=^0bY!1kqqlsXA6Eth($WkleYegu?j?^dot|7*Rv<~X@598?^>_g8C)K*kg+=S1in
zIOBs8U*1kvD{f|4LfC-0d=@U6`$JUc1sN9T$X@crQ+(D|?{lwAO%#Qye#_W(x9aE4
z-3so5lqndAfsvfT8RiycqYF@<YIU{2Ra3U`h`q?<<KEJFcxcLA@m{8>%Z&s@h{Pz6
z>~ok>JfX#&VyS|Z^#adIUb)hSH6;ZQ&Io4|Wf7_^F7hcR%CL;uIe&)$ETQ&S%@Fl^
zMG!r&s~w!nCJ?hE5tC`_z=jw97ECZ_8*WjbJIB{o)NO6FBzTG+2)9_lC?xpIJO>oT
z;ACsoZ3Q|sFy!|;8|QpB_?q*@vlp;tmzYDpRpBQ_tPE}jgl|yy{wNS(hI)}lUxo8K
zojW*m7L@lV<6`Rfl!5-1(pAEc-0C?ePD7dtbj`nm_MK=3-nThj_)<gdtwsF(esubG
zJ2EoZs3k0y+FSGx@wfIgD&)^V%x~+-$<Fq-)U~(2H{F^K$m1^*h}N$2F$d#4o$qVh
z^ey<WGWri3`5(npaiz+oB!>6PDAMX{m5dkwwcMbSPZSU=QnU?YUqYPo(sO-DHQ}`v
zQYn6-z$G|s6E`SZQpr%w2-Z4Ka2;eq(8wh4<uv$^_wY<EbF`!t6dmu6?59ftu2ak*
zJq7H29%!q!L7u`YAIGM$$*oaX0+%4_oxc<t-2$=JCCgo7I>JkZ&e-Nod}<Wnj*1(c
z**+(o@1mk<B<%GyTY6K_(yp-m8Lxgl^D-SY8&JHePYdbjsMY4-;^$fwB#QhShjXGQ
z)U53qm_kym*Nqg}J!H>j?6JMOk-nGT11fLf>f@}h+%sjBM2esM$?n!_ULrA+8#>Pl
z)VvH<co7dVRT?jS9rjVJG0hYtzR&BF7|#VP8nUzBCS@n%0GYS3aeO>^IKaOAg<VYY
zUYcxBPO){AdD<n91VM|Lx#h6ParUw0vmMdqtv?1G4(w=|^ikOf9ZuU@4`t!Qq{`2g
zUMVT&=b~p$j@7OmWoUd()+8geN;tlt0H0dG&JND^B%o@$)`8LCgBAxK>Ivh!IB1Sy
zXIRLOtoKVXhNJ==b|8oSU|TyKz~=5#4;jYs!Lnu@gbSL!@CRnl`mS~_mTy<Cu-84z
zyW<%mv1R=9qA$C<=f`|JJJl8c=eIkD<A{VodF$NW6SQt8%>WE|!{}-YFUY369Q^iR
zaK2vJk8t6%BWL=KUvB<}3$!<D#{e#Vf^F}J$LO#af5iJ;B;Anca54p!UqXIzG922W
z!;Bs7587=fV#=dEYrK40g1n`)VxENz{FaD8TojE8I~{b<zu)<G|G?$A`ae~CHnsQU
z{o+2~{aS=xW3=bZJDYgn`i1`3;kCopi?f-qOr<@xzXUFQJ7&>0q=EqE47ytZft!Q_
zlh+iO(sSB~>NwlUWz*S`ZJ6e#yWcX%h}MTV*%y~jOKY=^VC*eYZ>N*KJv#Jr2|M59
z%io#va1#z~#rpC2#^dN5J>T-AoGD;31FOr9Wi>AC0QysGpZJqg0w)ehq5Cc`Om&1q
zmyYfQWGxtnqktV5iH&i{Mn&RNj__=lIX2}U7p*g@k!w;#fOw~rN|@!389Jk5&$358
z=6`-k$NIlkMFr$>$4{de&?HSVTVm`3Y#59=p{woAEaLig<B7TPgSLZ^Y7?(aCbR$x
z2#C2W1AuiXH2=$6a@Uw}fYWaPY_KuQMzwKrleBemDiZ3aCH#c3A=#6@LCZM4uuS<{
z@=WrHBTsGYm^J_}Js!}4PBp*m&4V_3I^9S=0+G1<fd1jl2bh`ssSW+ky(T*f?3?Ja
zrl_$*qQY-rS^}(0y`$(4y3LCSB7xl<i6G9D)&SrNJ%UM>(8$1r`^TQv4LmvV!}H$d
zZ>C6l8sI~IxZ8ssk2&Sv{gjDY<=$dChk4V)-t?9owYni9MrbYPPrhSw4&Rp$efi)P
zJ6=#b?!+ATNYLc|9Tg@{^t~;W#x&{b9nThMrNlo`QHgGDf*>&mU{t}MjIaGd=pEFh
zphJU`Ag=}NYnPZ)Sd%kzu;RR3%j_U}6m$?9dLiwwiu>cTPN87%H>@MgPNpX`{4=}X
zY=SMfCV2e$`7a{k$<L76kA!m0FQ1Qy<Zx{!1?a96nE3n<^4i!qCmz8WXQ>8Mtx0|_
znRb5c-`+=9a(G{-E_9BTpDfBSN`GMs(no8AT?^RzK;GEJw^Vi>F3%r6?3+6`Id{c(
zFCrki!|Wg8dVjEE`b#`cR?tbo^k41DegY18n5BgM#FX)>QiQo`17+7|bBg7J4jLhC
z%;);@yy+U&avIILORguPxD`R1BiSP+f~WM)d>iOLN``vutbbfX18ESswp%PQvBzir
z_8Bk(-L43O*C*xSYyWozEk)SUyi72(1tE4dC)+6gC+%V%*3s}N3JU(gY$O02@`jC1
zs;iJ<0+{Eht4Rh~uu}EuKQgapFD|_i{TPCFAHP|qc<cF@o3DZ>xAw=?28jSob+72C
zcZ>C@d*|-b=fbXz<53Uv5w(kUu)OJkJ3fy5adP_gei!Xu?<V^0{xQt@^mxsYw)=^n
zcDnowSmP~NBf5_NomhBu-lcujo<ujl+n%5K6q%Pl-*WS$==bE0j);?@7b!Pf-P^W4
zzpad{`w<J|5W`5qd6P!1w~x6?I20n`Pg|Pbo~~`r$V`UZjq+RT*m0cKyL)=t@bx#-
z{WF`op+U!Ds~3u%K7PN`Uo$$iD6u$@+@HyoDJCZ1CL-XxA*>5MK<P>@^^S;T!M=lI
zeuCTDjv{aGq9XbsaVgS~=DGUfseg*T$0OnmWe@2j-1vFI=%~mO@KwhP5twU;4~H|~
zY=W-7BxqrLN>>ZQ9WcldN6+i1jAv5A8DGRO4`Q<AD}Qm+o{`os*`u2#X5KU{Ow7xU
zdiX%$k|ZdgA(HDR^ZN9dpGjiScP_WwaOYVS=yWC3WIs?_T$NbUT<`ZxQTN$+c0$RN
zPIt01fF~~)5-aZGdi235kn#88%|IWZ1o344mJrWj^1zR~LZZ6y^V-mZmz?i!|MO(i
zbA|7vfMNiDsiF#HOAZ2L3DD>`nctE;i{B>+_yVpcEs-l)!eM2G@3W*{n8A>X<H$sC
zDm0DPlZwd0tivVeF^!CZv0FXyzI|c^&i{Zw$IlFUFs7pt1{5AdGfPoo&=7G28oX&{
z8<x8chxiX{Z0iR9Qiqc82>UXucGV5Wa-v`;Gpn(VxG`(%Bh?n02@v;}ZZKKIRh9w2
z%f_3a^2p;HX2YubfZ&|qK4rB4gfm@RO13vZ1VDImZbH^2C0s8{n4Ftt7s`Y)c+p8?
z>lJ~!M&zYFv*R{Zl!kn2_HOcf%RSvp;5QzMd?orhG*Vz!bJ{K&O@_F`@Ffp&2W?)A
zx5qpwc<?B7{u0a6%he9GuQgN8$qUO-2q|blpKkTD$(r?On4A|cUh-9Zh~M^t*BDkr
zHM9^cIA);Pc-yM-Y?*VQ5U{nc>T^SeU6T|J-eJuNHo28c0fP_U8WMiqK?!Xi+YjMC
z+A_CZIk08QYp6tr6Hu11VTRB7FQ<uUzcQM7)}Tdsh4iHF`zhD(vbMRorM{l?Keo3i
zQiNvXK5uKw`RX|f7++nR@oh5F1XRX}l}PW*bGYLjh*&2t{*+Zx5zp#L*3~(dy5+nY
zR!xh4!<lnnIj+{5u=2sT%o0Nv+1-M&!K^%(Eczw404#Hj9_6WZyH<Q3_6TijPH5-+
zeufeOZDg6_rz7AMa`bc9PVenbnfr?D0cHVG>cYQ(G*q16oMCgFNTMPnqT*xn#`y$L
zj`HwqT0EhWKVdbY)ko!$++P@DoTvY4r-c>$g?lHpfma!%fCSG2i2KjK5gu1{QT)n4
zqb54-FP=nv?0?lpVI&LIWK=1d#v1R6d_+@7wQPM;Ez+T<=H$Uhf_0=}rlfY)vrF^r
ztImA7J^5lYuMuCy(fHu>3F1>llN&wLO+O{sZzL%wlLwT~ub9+Q{K!FJW%Kp0XIfr(
zVqi_`t#FAiZ0A0mkKz+>U{14USYV#?f&4>M2(LlIrHzWyL{kpw6a3ju)qeJZ$3BJA
zlVr>qFZ=$wS?HvkY$ULp;+T2%v$tWwnq>-lu;21*d27KFDH^F9^{@W#ph0t@erNcl
zvOn>^UtP%lWc{zmR6b3~W>(Do``~<l#WU^3`S-3f`a&v%a1UQFgpH1u6#u^WV2Lxz
zi%vj5$dHbg0XLAO7BS9&?PRD9OVG>StNW$w&X%axULVPh)~Tf0yvV~*PWITw)n^Fy
zZ{I|mJ+PzF2d0LrttyS83dM$YRX}C}q+UDtt?e|72xJ`ph2arvECynvXfJ9H1?j;!
z@Kc>TBE}-BB=nQwVkw&Ef0zQg7&?)J56p}c&2Xg@)Hw`Bo7qES2@%h_{qb@4Go(2D
zCjuxr!l8iP^#t4oohY;&Q!!+_0`=3VIB9-f-YyV*OH0M0vO!(@Zjyl4L9kwp%Y3rX
z>8wiXQX7lp;~0lRsbbs1itBBnVvqR0KVf^?pL9D>^WmL~96P#?^yIhCKVj<L(^!E^
z_9|{EPf`M!`|9s@zkgq=f%JHbK_>5E4zZAYis&2R&zGXk9x@%aCay6*kp1VgP00QH
z^FkuiwNIxCAUx9=bL>7new7q&GN96Lt&)|XY=MNAKnfoh@h2;gkmX$skFE;xB#`&Y
zK=kTBkRx4njkRV(>MuS^$7|XN&-i6*-#?YfiXTC+&Nw%moPWo7itqBH{O)DVk`ze7
zXs4VvIe#He*|Is|^!H|LB16x<W-$An!A2;_@iiCVWXyaL8xc!|f2tQ4;dltRdn;3-
zy!DEo{JlCX8GSW3Wq!K2Q`dv+!98Sj=WV2PHbh!=c>skm4Zof7zSUgH+`A#$DO^WL
z)Yuebn#j~6&OJH`{D{*~f%HBbo#B#6^8k`L&H{R!%W2Q+yg<;1cX_Swxap<y{IXC+
z1I@%Fn;UEg-u4dK`HmWSdCVZ&B{&p{^^|wM7Hk9pKOaw`17+u4D#&*$xbdC|WX^Uy
z&r3<YPqTaq!;@wQrFwGQlem;gw_qPuLyd3v+Cybw1X@S=G&<v@JYK(i9{+s%rMz!^
z_HQ0e_WyP<*At(OVamJ^)Yj<#rGtB5zKe}H<;9O5ZuCRI`<kUCL}B>TJ!(J;_a;M5
zK#}RkFS1f?w(*qS-#2hqU!Ix<F|n^2z~eBnk&%aMMSdyg4V;;vH(8;5`;iV^T`|Xn
zZyzcL&r?@Fd>g29Z;qk<8|(Jrj}SFbZTm%9`YbB3Gs}3@;<)NK=hFA@xn$oSH*Qh4
z+#t8yTDMDZTtI53c4TG(u6i^6QiMm)rLtBd2Yjj<Z>^b%MAfNDWwiz!nq*@Tq|6fs
zzn0V<2*XpdVbgb}orUr&RRhl9KbS6E1(5oQDr~yWAJCZfQk}3DSuhtCwWcNi;P<n<
zS0x(R^1YuOc$GcH@C-{2rZVSXPrVctn6N^DGj9Jyo@PDVBNH9fnmTi^EXEjU1M}bm
z--e<~)^6Y;`k+aHZLi-Gj*?XFKN%2H<h_hH<%Y&3S$Vj6BZeFenC}lB$&o~#c-)`{
z4`Ajfi^MXpEy-ow!8e&>8KedB>@^(5o4#RQGw=zBo^|qkW5G02P7odKp5UnF9(aBO
zg^}Tct2BL9_>u@Qy^2y)X)2L^cf^_UQprVKu%FTcFkKpN|K=;?u3$@CKxm1>GryM1
zFsd;6hS1Kkh})p;)Ymv3t{j}PUe`BHdyJR<=i!?=9(MEz!t0s5|8xSEmG|2DcuP~h
z&W|xb#N%TuBdvr{@cCX=&i#uXGJnI){;3Qshb9i_27daywF6t@Ov!LH6|x0-$BN)5
ziv=u1%z-A{jsd>W(K6(=_TqBbyH3o>?>wVZl$-wC%j{>@o+`g?o5SvzR36rA984XQ
zp5{+bs&)ip12+G4wObjUs>{oKzgsj`p?z8y9qaKFK3DL~Qj~Z0W2I75J$BrVr3dhn
zF>p>*?cAXf#C~|Q723j`JHJ9j(9xGAks|9Qo`mE5)`A;Rv@0y$VW+6|Mq?`(Y^c6=
zoDw>&qy9Mh?DiGE9~nobg|&+cqieH<vp`129hKWQ2SlF`fI0Qvg?Q2Eiox#6LN4t7
zlXl!eUq|o2rlOdOe$>H4r^)%YeYfwO$8R6~sk?absellAPWw$)8?0%Dwe;0=)1dv0
zs5cA_{GuoEh%3e?ENIUQ=cAx}0vE`L8R9w~^9BPdvsO}(UvK-*!(FQ9YCr8@GylZn
z%2OBD!b?sMv8Sa4RKh4uHj05_Vt(oXfIFfw*BA~wkfR|7OblWagIr^y)vg|4f%tA~
zwWvC~P(@K1-D{OZDa3H+`n_(q_7cgYD1WGFsW?}J+_Uwd|M)X-=V^n4S$>O9;C-<x
z-?S)>x8dHV$7_4Cvo*au1!sDGG&-ec^xt;PcozOaALwM`$b(FdlyntE(1M`XQeK*o
zi(I87Mu+qZbRFhw1OeHrpDy>Jy=G#20bHD{3jGFtiD1+Uj*|tkvTW0*If;R6eK=F(
zUEs1Hq^T+^M_edF0-S-%*c6KNIv|#bF93?=ESzlBfe9F!;wc~w`YT{$2E{x-$fuZG
z1IizjF8Hr|+kAM$m2>h}&L`nyf&AOh&Z)%zEQ3h6_%_|y1*ckOSO%Ff5lGb})ra}B
zgN>3o@W2pD9AKxEu$t?}iAJsPQ{RmpdW;V|SDkZ1)LmPB6=Y>YE7hHrJ%TCKk`X0W
z(@Qt-TFZzTuiuK`nRC0sEXM50zC+G=)TF<%P(PGuq3ssq4X4y>*=RrUmn#IT>-Dof
zk~Z0lz3Mur^uKS0=D)Y$>j_SG1FSDSAN2x8UQxjh5IW^R377)q%+mlc5ou~LZw*OZ
zYPCd`9#qhgIR#)YF&P)&8R)sF!-Tpg^@}fh&=9#4z|?t3#+_^A!3Cr2-(V3y)L;Ms
z*8R+_o_$cX07N`*4p{slnHq?v{3pk`^&|n~ssqa(tEu>{uUYW|k2`fV!tQwP&5$-S
zI$H`mcHVLADBN5?=rw(3q>ZRFxU081sIr}Uy^ZpGTaSBN5+c<_+y=3rp_iCmUhFXu
zBF8o`)8Y*}DS)%kfRI4hVq{FL7l_XSa(gNI0fX8_7CKp0gWXp-EJNF>pCsI6J{6tU
zy25yk{A0@6+0*01aemMOOMV%<AiCp_X^RKEp;KJ`F%nE318@LwIdc2GsR$Ah3Vqp<
z>=*{T?_hr!o;as3XJ2tA0)!yl5nPJ$@&G;B^-Q|^;AX5QI+oFa|4>whRo|MIXni@n
zsP=sE4bf(vr>;Uy&4zc$8F!z}qi?S5u%7o&uBB0q%5ir#0SV~Vw@r_`JIA@tx^S?S
zh2tMM>fim%&Xd{Py3?a?2-?Yg1Z{5!5l1Eek=X<~aF;sV9(j)`5{Nx+J6&CQNSr)_
zZvHnzVC5Hk(nX=nB@y}07#PrIg!#{O-dq?fzvnpL8vf^xg7$n{#12e55AAy8aCK!}
zrbINj){A*#;cMZIr;4?AZ}}`QDrlqIqfR;;l@0ao{5{RieFqb9p1)0=NjM0)@EJ>8
zSX%9CD81POBS_o>n-H_w|BBAQfR6LcyIB&fZ4s!x(Em2m_y0)J0R4^V=+Yi^7m>aJ
z7ITcHfNQ0o!U797!u^J;)3$q?k#J)pQ;bo1a=DMd+`T?&UG{VRL^Dt9&fR!O^*fT6
z@0xG*yLft+B_ox$?LKp6&?y4@Kc6VxMmCYj_p2R4>7Gl@{x{W}eJpe|+wlLy6F$Hs
z5v~5*sk)vpu6jTJe}g$ZkmP)nS~?t_;LlrXbyrbOl!-c$w7YZWryFYmX888|tCzrS
z>VnTepg2|f6>?$%ayGtZD|qDc2Qezic}Jrwt6?8AIUsu5Bd{FMhJCym6P{c~lt4lT
zLO2T^KVKp!DpAQ}`@`f*eI!8RIzqTy!U8b~1O_@;z{IFTC(+4MV3`RlNtas>HGL}J
z3zfjm;8%FuF@L&`wc`zSWW6I{6K$U?11JFO8Gb?pxTsbQ6xbVD7W3L!02cyJ0X~5j
zx|wkCSEm2&U-90yPY9N1Zv<qXJc%_Jt2EQ-Xuy6}{{p!XuV;EW!1+xxz>M}Z0Zu_E
zUTGnrv_4Uh-e8q8{_LQlXJGk|ay(zbj5WlV3odQ=%vnY1Ug*~vMXg*3D|$<TRy%~T
zZ*&!dCNG}UvEeU$E!}LE^>!!bD)y;VRzN+BcjV!=-J>Z-P9UEv{;_x-j->teiLjm0
z8{Mqfj;oKPo>_kci|aix|8(W@4hT)d?63lZLn@s&HY~xU*XY0tlDT7#&pP`xIRg2M
zoDJ*e0q^~ra)U#2xO9XvQwb7DqZz+)Wm`*1C-RE>kD}aeSCqAvS5#CsSGT}_!p3m{
zit>T-a=~&+*OU~36qIk&y<Dy4fs`?F!Ed|mvVY&rIBN%Zw&1Q20?shNoCuPk(Itga
zU^g$s#-yrWbt%wd&?UJVyns&8<qhACrht|29)$u87u_)O<Z9<`pO~vG2?^pb08-2V
zLZ2L`59u;I{=d0ACNDFAT=R2q&bEg6Ow5BK$|Cm$WDpH^qzF67g7B4d&ckv$5k4!n
zkHduy@XP_`ETC?QfCDJYwCIN&VCy`Z3gUR-CiT_D+n2O{OCZ%=T2aZ=I-WW5Y+M8T
zjjP=6im||4t9!T&=+_$Gg~V9@h)~Ry1@=K%vP=0%&jHKK0-|90fu}=u>iHVT8L72v
z9)3-u_w@=Ixi}gnCOmy?*pG5Pz5Ds1J3r&LUs2p&IJC$9iv=>vnk|y~p6sB;r3@SY
znRFcGHh+&s>uH|}((ZtX_hwGIy87{fPIHy9rp;qa?zR>~>PD@r;^->iQTqv-Dwu%+
z8^0yZvvll6=z1v?$)wtW{Nl7bxIgzO3|I!PtGNs_6^-mA7Dm0zO)|#f@-p6@ViDo(
zEvCHPCddldK-cQnC?{6TD?FC75mo`J@?~aD+3GD}FwYu6pg^iRZ#+zn4ew!67#ROb
z)FlPH_PX-qsr~1?v#~o~TdW*e1QysfQD%K&4es6X-ReaGu_v4U-nko&WK#u^@7ecp
zlzrWLWNA)%X;WVdxI+Og{YS+dMz>BPn&~K|$YGIv42v3yD)EMj8#-Ng2h2}_5$=Eu
zdMf`2mY{ba3pFt!OC3MQB5fSgFyu}Lh;ebszw=MNvqsaMrY*hZgCK_Q+tg@`gG-|$
zINb}F94875+J4G$eoM)V?>9-#c#sgWIOA5(X&l40DA>(7l$CcDgasq{f~~e;JSjk>
z^5)JSTXd+dk(c})SNn%?oJvXgeB|@biE6l>^E>9}M`8y4(T(XsIZF8*rH~|aR!Hf$
z2SAei;~BUq{P6bNJuT8JyG@-~t2mK3@wtlThX=#3D1rMUB`GozB?_un#Mv<V=3*sf
za!^xND3dH&V;3bPoP;Cg&@)SyaPr{;zNcUW(8{H(AZv*r6sqnZrH6@YoB#kTtQkLl
zC#xhu@7f%i7WZaUi7@*bJPEVMp3!3#1P_y00pB&H<$RZ%>lXs(MVUuy^f)+Lc<Rr>
zJ6L~MD2Te1U?KMr4cIbY+k3m^x_zIea~E&rR{uUUZF=j>w0iyq15M?J!ssMA#GAx-
zv^C}mvrJvmz(5<}mJej4vlSd~r$p`RNEpp4*_iT|K%en&;(>_q8~tUreF2hcGlGK5
zksL&cUM~!1QRu{o02`6X^A$Zj!J9K^h%X*q>xl};8l7U}0}3+%9*C9d^XD$|@`WEh
z{64QD55(ULo||I&#rwcVgm;O+?!~L3@tCk>Jq%I+v2v!DJ#hunI$vI>m$#JtmF0N-
zzBKWDKy4}VTv6z&%o094&IT_2?xjlG8`-uuitpOx>&hA`^z6T71qK$T_ix!mMMp%e
zkxz;K)^Sn0J(D-ikNC$|z7GkZ!#ka1T!*~_(x#wWzkk!A2GP{*qjlxFx|1@%>w0{^
zgaFaYr2;EQPv$D)17e|dFgVfa@bBm6eShj49gRG$9FeylTKId#-Q-%~uls8d8Xmph
zx%G#&H|!Evy}V=A;1s1b%2^nAkC_JFIUx3D;*Xj-XI6YKm^ex$Yb(s8oqx=ty@*iT
zd5E)NP7%2t+zdc#S;T0hAOQ|MsX*(SF#JseNk!kc(rg`1?RDsZrPta#k{v|R;{T{}
zx##3d(6{)cS%wCR^pdATe<A_eKZ@`ZmM9`ikL88p;9}(SE@o6b1$;=X1;l~#Ic)iG
z4tM!!Ku9@!H0vpzE{C%!+jkJhu3T6r9wvo6KI~Uq2maq4HP_mg0gqBZ6tT|7Jex1v
zcuj^EpPEEerMUt1=b=!Ayh<up7)o`<!@<Mho1NPa+exmVzPtQ?lW0j4SZ~lmXMbLl
z(hAHNRMuWo-K?eDrKbOkr!8#$1rnYWKXqLa30SJ_kxO55V?B|YtG5z>v({(zAHucU
zo%OLr)G2479mJ@W6x3_qICQ&=yj`1IuA*UV)7$;$V|dtO1G!2z>a0@*Dl{3-zI5PJ
zj!(ytFF$EogecO;Gw~h&0+c*u#-!`i4}X1hJ^m=1Gg-xOH2W+l?{rU)CsxHX`KO@s
zqq046ofVT-^Ot3osG$iI>zrEDBPZcU)8-lUyuSw_ekhR!xMGx~31CFIbz=PA?Zlfh
zOb1=q`}UDuI3<Hu*y-9jUxrLP6J;!*+MIa8&x79|OICyRM9x`m2mT}_C}{`i1TtDS
z?_RtA^cC}2<-|Q7H0W4r)8|Tf>i5TlHYeuJAlIUbiTjRjV&pzyikWOe`0T-^N2J7g
zRP_RRHvi#9NXV-z70!&XoRy33gae~v+whYOt3ovhT*#M30Kgwqz>5#)4KvnB{1uoB
zIH#qM)u62>B>IzV?v|^zME^gsZ6s(fLBuK30DVhb+fM6a+8kiJ8#MPi6O?`cNqoE0
z`iifwjxW+fZnMKdJ+%BzcuUxIrIyghfc=viaL6!%?*xe4koln(wLbcD&BEfMp~0>7
zZd-A9B>(*%Mp5B@w4a~8AJ+x_xO<b2+B-ayohor6!Nhe^5Xt7e){?nu@8bJX(|~RE
zUS6ojd4Z4kJPMLb%!4~{Xh*UEGv!iIE;yl{RDJDl?R6`MZ@nM_)r9$gm^P8nSk=x&
zfoV=BJrum-r_wc*<A$V~%qs|{11Y_`e5SvV5ATH9B=S)y1PMVa>`l-JLmwMJpnO9D
z7D$qa@C&vaV!5$^a8$c5!3KWXc<_L^A36Kc<pm^BKjB^7Hf%~X4et8$CC|HhD&f#(
zdL#kKfc=jg;pzMvQb@1vum$|t+wpFhOi{^zi0V0pCxtT^3D-UJ1Dr=sXAje#K~240
zA>k~>p3K|M2gIN4bKavs!DLh5=pJtqK0Rn8OSQS|YG3Omg^V|}<gw>%9no~n!HvK-
zO69xa{|h4WjCgpL7tZirT!1H&j=|QE4H!}!IH!bn3IH=E*)uof<wNoS@#al41pq5p
zc{xaoW@EzB{ROSVn*R7G#d-<la0vmJG*&LpxF3{hiBk!7fXe`WP%7=p&`!U(%t{9n
zTF2SCe|5Iy2Hc7yTG=^(Ic22Xe?z#9okl0RI5EF6(YfM4ft`>M)wGdJn-eA#>KhW=
z%Y?>twpC*^by)P75|qE2XZ|W`n1GV4Z^&VjZh)R;ayF6eY4t1s^?zfhk?sN`fTnIp
zqkyN_l_4~ejT--`xDmfQu_S48xuhs(O(`Oljo>rh!+QYme(Q&m#YIG%vg)6=h~Q@7
z6I6|i*`$jf&bytPunxlo*L<K9)S$3MW1hnnKcO>TeI&FbfcER$xo88JQsZ%<4f+#p
z?_NZPxE>O*Q4kWtVgPMw2%q|zaEYJsotsEO=NLMyBP60GGFVqPM!~2}=#l&Hsip~o
z76){vgL>-~)pk3*X1lpAJLo~_zJvQMU2Xc-_yl8jcwBR~s0k1kpXZ5sa3@RZ!<+ul
zy6B`Q<Y+zZ7B~tj&Q0HroiExHW}`VDHp#FqbX2sme{r9&&c79VGO7Py+A8zuElj%v
zNFzzlL+7RO7m+9+t8%;b)zW(^5c^Ukkf0B|{mhTL(NA=ASPEPXOsHO(+MQ1(ZyTZ`
zT9DDD^*dJB1AFYMuh)U^&0j-lQ`16OFhYJAxAxJmiK;!rsoT_|a(*NF!}{3$FOl;H
zyQ6Kit!^3I$zne4cyH}TvC+wFq?6I%?AMUf<5^|e?~h+j|Gd5*cewf;F@N{pt_u)T
zPWe2r?=auh@$X>bn|9urj<{WF(LMi=r|6D|mGPOO+?3n>HTp8vKMe2g%|8m;|Kb+4
zNUgM}bGvgqw!8mI@nm6Un>d+|ZjJk0{#yZYKK9n1i2+C8`$o2dg%e=Sse3Y0IPhiO
z#h|k(WNYQ~iQ_K-U*)c&ts52{$nu$Aqg_Bm*YpeM3h%~mJckOqa>M`=kZ1}&@bY)0
zWjZ}I-Q*|;LzNkRKr4oi?SYE<U!&f(lI<9L{uo|dxG{g4qvb~gV<%MxnNmNmIzc#v
z@Apf4yIrF6n)UhB_+@5#k2q=GlE~!@PxlngLYUqcQo}dC>^^5Mv%tid%#C`%iu2;o
z|9Xud`@@S_a3TNUQD!1S;C1TXmj6JtVj9swctun1QkjOVjbiI+KGQ(PCGh8Z1uc_P
z)WtK#1n=FHGpPb_D0>2Md(rV@A3<}+O}vdw#$rdxyo8D*{%i~kstByDJxExU7oO=B
zyly%9tPz&=jFKb<;Xcs`yI`zm^61@QtRYXapX>LFF+8#f^Oy$%*o(yTSR`_fH6vi_
zCbGI-du>>#0;9^rKIL9*!N`jWz?Y6r)-~~8y*BY;+obNfp+FZ{;sA3D9)@T~nZVxN
z6vl9qlKfD<F<vMYx1t1Cz-&JVEGV^@065Px2_g*u=QU@@?YZ4W4#;HXY$E>hOR~xH
zuAKjIbRPax{eK*Hugkr;xYwp|uNhg_Oo@A~Xoyf`3mIjEP}aTn%F4<XO4%iQlRe8`
zAuC1KNEg?=zw`b51s)HNbI<vF-tX7z`AkH7P}8EQm&Se<x9US*DSP8va722m5D+;L
zTJLEJ0<h6%C5FajG_2VpGI$6c%C;|4TQ}*Z)ULxuvZX=Y4;wqDUBXV|HGK8m<o1)S
z?5G>DGsax4-RDeK)5eK5w<MIpn=&#l?oX&^M{7unzFW>k@gC&=<RHU&J3A0&RWk1r
z*{@TQ9J-o>x}v;k_7$(`cVW@}6|V!miqRl}leK1tdLHStnPK^H93u`0=`+Z=o4vd9
z2L;)&(PRy$4{BG+g7{7+reyy>;Zo7AkzN_GUqrhKl6<cHC4`no-@hL=5M$nfW#>}j
zI!DHX*#&OKnh)GGFJK1Y-gKgoNtx%-O?xl2fMlP-U!_<EE%ROj9VbXa>>DaZAdu@A
zy7O6!3W~p$N%yUcr;L-kzO|OM2rUu#D=*<PMo&n<iu?UMt%>fr!WFdMV1jJacxaz;
zNpfhT%`$%&Qj3}!Wbc>skNp^y>y>O85BK6V)h<CoD(i^|(Fecvd7%SCcVfnA(o@FN
zE4TVb=H-mOCP!TVr1O<?2zL^if6E?mqr<D(9^kv|T$G(pzZOw|20x1zZen`E21_b@
zC)V=S+u}&~Q2G#40v?}lDl{<+^Gh8-IOoWONTkN%JdIe#`qUrqE)~@R*G<+1tIVup
zw<=`km8kXXi_n$RIyg7JkS`>h+pN{?M%E>@x(lQ5Q{x1M(&x=}kBOC=!30K06#Z>e
zN=IKG43}zn)MX4HZ;ca@LezP0Tp4gj?r4&h30{c_PYe&5c~`XsLl7?}J*uzG0<fI$
zYHd$uhheTCZ{_p8q@R8F^B8fQ?yga|nB>VC7SX0-A#^y$pLAt7`LWJLshhjjE3sv8
z`bIY{z#}R_`}vtc2fq3o9@I^XH0>f&`a0CnNa3dXLzRci%ATl#&$Mx~GuPOORc*_F
zn#+<WhBG4EM)hDbx9vl*=Kb(sfMN7kFi@^R@>`eF*(Vc6&jqUNIF|7@ADXV?ARXav
z0Ekshfo_`~>bsH`E3A6~Z2VuA)pDi-KtE|wSA>=D))7&5yy|Chct(NE{7c9(!MkBL
z&uojIJKr8>X|yq*>x>aSHby%UK((OD%*W8@m~XjZl3~Amig0(%aiu%J@VcqsjxUuY
z7>~xpg}g^UR_%o^F*&{d$~>#~IlA*%2u&*a@m%T`ej5#S6vGjA0E=`1Q}GwZtmp&`
zXBt?Z%gMn#<??;kK8RCsO%ne&7*!!jcuXB)uGv>%<?Yy`qNGnb2g3bs{o23hK}pc#
zP7$w}gym_sn;wBE8HLQt|F#P_Au5{Z0hY%y|Gu5yeH|%6Z#yl09#KaiN(%x$;_SpK
zga$kPc0B~bTZX`7&B^U8gI1|J`Z|sMN$!mR2ZPM*Nr!X|)4N<DFvui^$iBA7EC#SI
z3vwYGGx=Q+y`D?UQ!q{b<ncSC?ml=}uT;S2ev?lV_W-tQ6>lqD3T=lwTUET10BPw@
zQ6rx)I-3Ea)+g4C>C^Pli{_tDdV>0s8xa^`0Q_wv!yB%WE)92VVI_cUYiE9`R`xUN
z4@h)eA_l3(DVUV~RrgJzO=4`6KBh6Bg^=hO@Uir<T*P-L;2}XKMKNixbZR4Caz`U$
z@Bt77Ah3T}>w6d_2q}|Y9WHly$@1Qvv5Td!@oo9X7!9O|!{60#!c$$wE39EQFqnWD
zQ~r5-{6q+{TOc0}6lJY$KDb1-Nq>G^d`uLTZYP#Om}5cahDgTkt!+lR9IZ#B$o)6j
zF`d8nlNVz47h*CyKWu!=9NF%nOpVo={-Y!%dBNd8&Q<NI@AkLi!4O;-dEaAa8d}<>
zW_r9%0X*Mr3oXa+5DjFzK-HslnRa0y$QqD9r2Vn9leeo*C9ooa?@&7yof1s)+1aRj
zY(S|0>m5k9w>C1DE>WjOK(2kcg}9T`^4X94bxHFb*OBy{of)7(cv)Fx{Icr8r*bY<
z)YC%@TTXR<{EU|QlQ$eNttW3pG|nR5V&v$?l6EWIZ%irp+?&)MkeH8I(Xv=OM8yq(
zb!jmOL6Ex6xfyfQQI-|d$Ney`zTpuqhzPo>m>vn^>s9)85(C1nZP_%5VT}%KO9`k6
z2O$;O4bex9*8GX*tlapxq3j@qH#9mUhW_w<#3c%Dq{CD@Bd&bSwZZTPZBig|4_f-)
zV5(8U*}*z(tm4LSi0sS0Lx7u4=zctxB6wf0Ag!_GZEio7bZ2rcU-1jCg&b%{jSv2&
z6iueJugQTxkWm&<SgvVy;MVXK*tIo^fyU3l;|K=cRjLcq3uz_paZ?i!KyT2(FrhjS
zrh`*^`1ra23rrX<1}fm>UPDF2bHf>@UUnkvQA2q^;%MNWQDmmH?=3;(>!`SF$q03r
z1<2XW<c_&bkG$TaR}x07g}c_iyk-4@h*!z$xAj(=_&zWD=m44|>z@PHT0QwZTZS(1
zG`8EnF3u@ZNPT(y;#J#`+=x<m`A%<L(7_|;^Dc=2HeWey`yyWsAgoFcEYJUY{{W*m
zVPWBhD&s6x2gK&HNaL`+0<P<G7_G1$D61uykkEy`FpKz?_qNULB)*xv^t_eXWcp|Q
z@Yaf$q19><UkMQ_x!mfvC!{-ks>aoXK2<MzwHJ*0Ine%ew(N`^B3NHth*pv)TF~0C
zcIN+SJ?HWLj4f;SbZ~mj;M`XMn`3=m%(Ha85$ivhn+uOe9XPDKX$4TgGiOCZ05~-R
z8rS~4^wiZO%ab)3$oSwha_Cxe1uda(<?yS-v84&akMzN0lMknrm*W>0^~*&!{xI*h
zV&7A^dinpT9+TSN_r|_Mp{^WEjem3JS3M(c{XEstUsCY|vm#5O%rbve{Q`TJZh5JU
z=nv<d&$)UP^8$0Fst$fkCw8m%t;!oV*Bqhpm5wQoHVCk24bw5}6dLyK<#ztfUEzM=
z!(%=qfFv292ZqAyC<Y0$gTeD&x3)cFK73-hB)5MvJQ#mWR|O3RTnhN2<X3n!Kdywv
zFVy<L)@ZK71D@t+a1SbaND#ah8%#s6c^#Po{`VDmlR)b3!P}>`ZY$L?M*In6da-gB
z8KX~hT0;?AuQ!Jn({|S1#hr%yqV?g94{i_TIfkm~nm3w`JKRz?1-hY~1`xqEMslbo
z+H*O)AVu!R^y)Qjbo(_D5|+}Bwdb;<{o5wirwFV>*HJNA#|8CBB4D^t{GzS+1xUS$
zX(R^I94A^ouqmv{|5}YCjoYGu^?pk5m;(q0`;nhCfMo|lnV{yg07z$oW<I0fo078X
zlCt+1WKEhNBn4=F0xQ(lVgCV<_JP%26hqj(pb~-OL{=c>@5cfG=4?O@5&d7K@#L*m
z=+=M56YSRg6+p1&U4y7C&3~#(f|9ejYN=n+xYu7vT3toBO?oV+xS+^1%Y=vfIZ7E;
zTDh{oZIO5Nm`n>n@gC!J{^+eh?^OEO(Qy-tNTJ~<07(;}Dv}3QVdQ(${Rl0>9YpG=
zND)`!wa^pbBvuZ8KcjZHMEdehr|$ZTd>q$>B+(`rZPJgu)J5`Wq16*1Uh!y{AnU_K
z`@1QU5@yUogCC^^KlZvWzHaz8yzn}BFYx=)X7&dc8ev6wU)74180h4^Nsc=?AJo48
z2{6BREr<T<h1p+Xi{4`S37vHTyY#9QfwatMaj-grU}W&v8W;S=2EZwcY?XgaDb59%
z;p`JE|6FKUy!_&_N)T41HTkvQgnYx2Vnb5)Oia9cU4j|K)}!=IaA}S2fq_q9iQ}g#
zf1$R=s@Wf(&|qjHp~xUV_7QC~PNiOwn*sZK7`ujJ;r~xp-iswka-|3ociQ>wHJB5Z
zeN-G<|2gg+`95V<i|TY8wk9e$@Cg8ljVIRWz={Kh=9XYZfG}%aRKQe@7QqaoZ&s%Q
zg;YCAqRv62?-m_MFr;6GKhmfZ+l}Jv+2zo71N)1)wHbene!^vP>Bsc8|85OJZR`AZ
z<*U@+q+`VB5_z>}8(X$ZKDX8t*+xnqZ9S>03_d_niA_|}E`qvumPh%azl;i^qT1eV
zc44U}rES4`{dw5uds2OozP_z~jz4~sPjWpT{G-}@dPo`W^{sGSYW(Q4^K~v2{+MgD
zJjdM3{AwLRIoS4BXYo#Kx^GyB-#>bmsB~YGprGKtT!<;P;3^6oJ~H*C3@U@PN;$tA
zIqHTb9lt!4sa$wLC4Y8wly=Lz)}+)#v~k(po!QIk6|LasYf-=*L>4cBIuYE)(w)De
zfgWm$*EvWZv=bp8$IqmWZnRDFyq1|uUp)Id8*(tFUJ8v^S_ILB=|Oe_<K&E%V~DhJ
z^9;xM<{F(JPZ`}bGR?e~<3K@Ux&`go>~_&4u~ThZSV9zyJIxLfHq;UD3Fpln2LY>=
zZ0Tqx2u`JfCblqI{L?qs#NH+PbA1=71uUuDMwVc#x36Ak0L{_Zw{qF8kdbOh2%i9E
zBtDGx35r`h6YEDP@6Y@8zPqLnoebnzTYzu30q71ykx#it{892{U>0@#`d*{`_}a}s
zS1(+3UDZ|eThSB^fI(h7y<uQ_H(_@eR+IO&bd)~`$s7Tgb}lVagi)9wrfk!p1RPo~
zVvF=Mmkl=Rryd0xKeROfyr-F1v=03@`(^z^gzjsBaS5XwU?A0UUUDs8IF#<f)@ZxF
z1E`MC0|vk5_g>aMevIX#_&Ula8m&vC%E?Q`mkXqK@RLJ35gDCU=yag77doc~n0;mb
zd@VhO9=+^J1WL+!o+~u;Kd8Wm_uotJ?#CpkyXB2Uf)K|vI25O=1hJLMh)}`faM%C6
z@0rl^i4JUbwIt5&NWK$eTef-xqbsQW${e<gzj?JL16ZXPDMf3}=xaaC4~gD(U32zS
zXOBRq<D$5Vhcwa3Z<E0_4ZitkgL@sx?8DjyMh(cr5OpreV_^9Vih1ne4|qS|nwea4
zAP1%rPX+13*FeC6E9`-!ihk1h_g>3-OlzMDe(CBpe|Yohw}*ri^dX`zpu_2E0PtQj
z!_}m)5u9kj1W9g1#qq{DKTFFHcCEnk(U|jDG-Hp<iAyug6kC{#`(0C9{$kgRDco)L
z?xx^^5xdd*a3j8(Pu}H{1UC)z<L`%BRCUB86OMtOEa1nQ%<pjErAq=WwI6FePO&F$
z(Lph~qVR`^6h$U*5@9u(0~q?O(N+}3dYc8Z)~l~bjDeAf24i&h1d(PS)0c|D$oKRv
zDOYjxHLvG18pR!)o)VDcq5A@EO7(oG|1_50bq&{&U+ISrdWyye<Y$T#Y3bCgOV-{Q
zX{y73mpSmGfK?$)Bj(nBAz{}nfJA`tHCI3{1j}qi*WmJ?&}%f#Xd-Z!^eiU<1sn5Q
zHFue@CXh}Y6-X{6lN^HJYvy;7zSN0ux{U$GcZqQ9%=J*Fc)vNe|D;Jy*K0%y7GD`?
zx<Eix9gH@;bYJuL`wTV+GnzLCvV{`yeJ3HfdX%ymlK&hgdFpbuW0$-E>Bvj@?WLIe
z739$O{wE&klTyD#Tys$8mR&XaO|O7HBAo)3cW9bH`>Hkm)&}3XAm9-t;Aar_Xa_VA
zd8%uO=o>Exp~E2laJP8%O*4k`1{nR>%(bK&{H-=ww(Zg+V4CUbSX17k5E*Q6r1=!4
z(D@`$3al;!YiI2HCoA`YB@BqUruM&o{Ed@90|Vl6495Vu!=eYgjEaA0fqxn%DEQ)y
zU(l1jbBB4F#X7g)36Y{w-o*ME{o8*JF~hM6a%NK!+*N^9z9Nen9zl?x{316b>@&Vy
z<szmQ7j8`I=&c$isl&bqVD3S{I|(GfSBUn_Yijzdk-t56(toijZ>?ikP>5@}d5wRp
zKJ_q-{THoyzZ9K-0-XQ~NRUP?GR;ZUn1$f%H&cUgDhb&}jAoZ^fDjLHEH~BL6~Tzd
z#*Bi<<gG~eWxq)iHl;TsH`SK|mo(9dGhmn&8!Yn4E1)+DtG)~#pHqtBXIvX6ios|(
z#K<&`(FL4L1!$brUa@xKrP@2SJnF9Rj%oLIfrQ#xK_MN05rrXP_<`oVaHJ@;eN$#!
zO`Gl5vs0%EOIk=dz|U)4K^ob52rO%<!-0+lBb{xMZm|>2J7G1Q#fp){CaMU!eCcmU
z`!_9Q)axgl#4d|k_li2iv;(IyqyaX@QWcGc0c2#!ZY`6`g-wocpwATyaNaMw#KGe^
z{I}$LSj4M1$>j=Z5IpFe8c1M)Jq{Aox~IeYL~xZK2GW7ucqxE}D9qjm31qJ7#yl-*
z{RD7eJ~S4;0bfV{6)AoenUTo#+)s)QBm@&Jx8aPt%v`_k(tZS5185B~8Ce;3P5;~2
zngW?FB%5V83L{k_Hc~0Z3^*uEQa4PDIqy$_31Z=PCPwbJPK_IXk*ilu4?gKjOP#G!
z%B|h6k#_q}td|xk7xt~2+ggB6<>h@u0`&tiv_E){6zK>nM%PlwPcGbNjl!yiQoBT#
zq3fttS~79u=+F1(<SZ#hchj@2-4;iaMDl8<rEpuu)#oQOLkr6jet$?Fqo&r=PWl5x
z#MVNg3lca~!%2}_21c7WI~{9H|Jv5#rV80;7W>qDu94$B=7zDkOJJ}7Z%8krP=O!@
z0VANwx<ciHZRX(NDEmvwKu1ml#mwGWOn6#_38)eaNQ~%Vm21AcZ!y;MfCNP&1v0T)
z`#4cuy$qIM@Eu*AQnsKz+UTcfDw>9-WFCZR_XMj|;5dmQqL>jxE;W=-O~xhtBg38B
zHN;RoaDlKU?1PgH{)##*s3xx{qw7|Qr_KSiDKF^#Vx`Qdvbh(_7}ftA<AtyX7@Hq7
z83i;s<l<)zfTFSr?-Zk0TWogKf3ENWAk<|czuj_ix;e!cZG8W8TACs|$MhPP@!EPS
zzp~%f4y|?wZmsPZ`nLcu)gN0?*GV+r?f8dP>(F@ddx_<>W|!L_<xekGInAamM3weR
z=Xxun=7^8audEkpUUxpKP#a3kR}>vvDL-AiN3q-w(k^OMsL=hg{QRZz;ru@3Z?8$^
z(Ug6l57HlmXox_(klQI{De4HuFFn2S_mzax{gv5In-Ds8si9yA_5mh4X!T_(jTkWN
z0JtBt4aCqF>ZV*#cxq@FN5-e=GpErH3t3HUnrjQm>S_ILyFu%CD(#&wS$2%nXpv{9
zo*QSU2OpGlJc?~x&za#!mnKW=ez@&q`x7sce}3{NoqJrpdVDF%gc);XVL906^mOO8
zG<CVDt=Z`2{gt+hX^891eX){lk3J<kbPcw$1TMPSfSMS@U^ntWLQ#<gTcxxmU1}`m
z#dKlkQcN_ep(`_<>Q5TPg4!foEK;AFVymWPKc?meeZ7pJtT=w##AY{<3RX}RZP$W-
zbisiJlZPcKvUGIB8hDf&!q<N`%-aD>(OCOdZd<NfsK^wWyyMzFgU626633BN(SSu8
zM8Ycg0tHBg8m5UlW_)moYce~4o7_$b-ujQ9Il9Ib`JoTHhPu8VTc;7eO-64ZAOb@N
z6T;ETkWxrLlWhz8gg{5VV9Di>90qM0F*@s6GufzPS`4k(W%Ot|d{CZrf3}51-cg3s
z(IvpxgT59z{8s%R{o=<mi6PpI8xg-XiSxr|VZiOH9Hs^1Q5f2jqtfAEXRk6K77fd9
zM5kPqBNb^h&@2%fo%oko9T`%v6_HK={pxIG>uja&Y|8poVE6&cSM#-0G=mLz0||TX
zZw%2OLG3%lq%@-F!uAo7F_&(r`4MT!z%>X!@pK~YMZ&PgPWbRdOgz%VAHAJ_*YsYI
z?WXP&;|gj5tU(5DlrU4ADJNLI1ve6F*^$CS1d@dYhD#QPg!}^lzkl){Fg4{~UHY`Q
zG2jF=u;hB5Tv8Ex{~NjE50z#@T^yEm+_~0V)h}~xze5?T%mrMvV{pblV*9T2rO$~U
zsapc=$|y7){TcB0-l*L*s-z$Wu-=!WskDYR_+Tg3U#@nE!A`H(xq17D*H?lLKH>~D
z{Ex{~-zskZ1P#%q5#B+nBYk=j>D7U6Rut3bf1f9sP=_C6{G<c>#dFZCkqfiZ6GsF(
zh))D8O!DV1zr%m3bMbNs!Q8RJgsV=80l<e}3tjTcj6ztAWm5UJhiGCTiZIi^csH&i
z6<RpUb!p{-?2f(KrNHx76MNIap`1wh7+m+)Pt}JO3)<5GZ?gJjl2zgTL+`yG$u9b5
ziepYjeE#MA;%Q9LW{6A5YALMyWcN?b4k5=@y7=nx&vQgXR#J6&?RfcHJ9C|Qw|fY;
z`-iT)BW~=DQ}Cu~c;nRmx5v-l>lCcHh#iZinEn;K(|V_K&5l9nG}%nGo}G2%s{lpp
za3iUmOJGVvL&)X>h@C)JAT%@)w3hZ<+ZLPLQU0)&YE=7kDz)>4Sc5<{&rR3akGtf;
zW?|2}0*TuX>6G6<7(^K|xPXl_Oy7eQ-6;OVUL_@Yjq7JlRaiSh<vAF;R=ms%qS%&W
zS`FD-yu>_PiVnW6jNIa=mQZ~EOYimk_{!wa#MIWR|HVo&`RiHbAJ>4UV{)XgHRY^O
zpSm7vO_`r=qx=gdZG3N2Cm#Wn&|&Jy&NLPBdnG;ZZ2cgC3K@;$8f^<|Jvbie>Air!
znzm5MASP6;yY*uI)1Tv$aD+^rzsJh&{RVl&NUqftualLZ@(Cl^mMTp(t=>Tg<S)JH
z6>1GHek}f~OARKiQMTV9rdmxOM6Pt1L_xFKv=*#SSC6{%-6ewq{_YOms#8-A-Z`GV
zrE)P{=@FO7yNy2yqYM16n}fXLHV{B;+=-I!48st~T31!_G(G@lTKVcYt<gQxQSY+(
zFMFo{_Ds3TeBTNEd=FcO_Ir)96ke8uFt>bu?t4J5^NGgM^01_^98JX=b1@Q7%HA-d
z=Bii^Pk%;XlCh^kD(|g}y%;@_>#w4d>;r^ZRMMiDdj)AOL<r_+CdI2mu3I&=4*?Yw
zmLJJ`GqNcn7(-{__}4ScwP_mIC9U&kVM<N{vALS|O}ctMvM{XoJC<*870&A@xkdS=
z!gr79ZR60%MmRo59u0T}k%P^-bH`UiSDhviO+{wiMg!)xf?dFaW3_uBZs^Kt!LV(S
zh9c&fcKmTD`9>ZT_3O(=%c0t^yNuWx2j>f4{CK-)6d9QbqA5}sZP~p$o9yvOY5lPj
zQhVWSH?P_H*Z_?mjX3O4ccOCAZW>JxO%1++ZkdTQ$v7O(w4L!^65N0x1da}*FB6EP
zcHQt(%h(x9By^D3Yo6i*!_Y_z!yWX|3W_}vtw`Vye|vc87^ecvwc?I}`H=2=8x1xI
zOkGGKLixIAGm>!cof<`5LDEVTQUSEfpt<wy0iD9R$DyjuUsWr<_g$l_!Xvq&mR|Yo
zTo%|sI1>>^M!##{u+S&w>p;d~Z2RJfmoHSMy8V;N2>suk@8{FH7fV<fds->;9gUb>
z9N_B)W<n%b#L`7y=~L?a2-5F&8O4L)k2-+2LO?7roR!7E6!Hx7TIT<L(5i&|Ei{8@
zYi25PlT9U}3?i5py)1pa`V3NRA<hd<&~W4J6RS$*bXH5e&rj?EkI>$QS|2h??yq4c
z=|&O8+H+OkqH_ozFP;qE))ptfm-V|}Eo{HLW-94f!}iGf<>KGZ{h0&0+Ro<UlIUxc
zg1aOra5APVEN)JLL9zuulnM=n+`XV92>1(`aOliNTM+0MW=*yCm*CQtu1A03sOeV$
z<cOcOdEBB=%SYaDh6W?8=OvgU-WbS_SHB<ZJl|Fb05b_db8lNO8{P8?^Py>JZ+~dG
zB?|)_7vpqc<}_ewM$`)+kH>C&jxxc)M8;1gSY4GX_Bws433NH^Exl#UofkoKS0y!n
zt}9KXUlme#{OLw(?DLS@D*aeRTcpEHRsV%}TjxU`<hcuf$C?c<Nr_g*@5eI?CrK6k
zPFNeMB1UJsy8H@Jjp|V0D&$gSyEuz`J^m#dZn^laMAwGj3DiO6l2bnaSR9C9!{Ru<
zt876-@^f0d_z&~1(ODnOwj)klqzuJXf!J8S0KWD(0-8T|;{ci?9tTOQt_qW#_pLac
zQBxX>Y*peq)&Cp)4YbjLN@6+RIYXEks_*5!dOp`V&U7HkVsJx)7A!r-ba0`&^(gCN
zjv?~RB3p%$<BiDbLG2`{^hol4V$Tua%53o<!=!mOeiz)ZzqRFRQEYo`oF!RfM&I^S
zAELIf{u7_jeYt(&_5--rnm$3Sh_7q$X41qo1&_pJia$Uv#p#OS#Nfl}RiJm!J`Il#
zGqeZRRply+GIX`iLZ0*+;R1~fREylWxnQnG7ipqSn8!{Z^s<$##SO-Gh@8Qjyh1Lk
z=DJ+^Q})sj5q`y1e)mBk5ySGeGvmI=c`JTN$4ns+K0@f16-LG!zGMsTuHF%X3%4yN
zqc*yt^T5_6a|B`ZZQ6!GR_VDz90kFp6BcZfmYC!<gm@?==T~t%n}=5rCusgiorYBu
z+3^kZJ=Q(_%wA$ZWl=tOZ1Cmd@`O7ri@#G`S<Z9z2dpeZ=dNVZ&~-?1pG&N3cGSzt
ze*_DO?Gr*w;<DUwZoUe+|0NW)#=PFd<9prB<+=T@V%ee?zZa(4K)FzDR!=cvl*S!(
zEkMMG1J#ixI?!@LfyZ3Xnh|jSm(hJuKC6GIV+9nZDf7m?AeiQ<3%**+C<IAQSibj2
zqW4mVXc8yV!}67AyqKIiY@-vW7L^nw+-b9UV;=YTmh~+!cQ2y|PUK(JDEjO4cV&#$
zI&m(HW;on?x1a8=d`?D?&gs3*r8pm+S@nI}F(SfM)77<aKUztrUQZppFkC^`h1CKM
zJzlmM#@;!y*Tip2Gd4p6fAOGNov+m%mM4F<MCF(rEE@Btc#5u%<K=M>4FZoK60IAV
zG(9@EAS)9=nyZ%X5Mtl;@#CRgX8Hj$T!jdTK2_VZ?~td{e|6hOniirV`09(|SDm4!
z!h>78cU53(UlO-oZxejO!iGTbj;-y?-^qEmEXn2eNSG&=MiFgT;`jS0i>@}z>M;8O
z+-jVzH=6b5FB_}4+d4XLTMFNmmtSBH^HcARpU`pHh7d}gTnd#a6GRR*!r9EK@uYKP
z+D3a324*fGo@8KVY;0v=K~NSpA|f7AXv#GDV+=>ZV712E1VY95ht-e|s{vZiZq&2F
zw6ues>)qA9^+2!eEq}w4q=EJQnZE7!Y=5lV4u6Kuw=G&6|M>Q@t^H_avAnId>3G`l
z0`>#o41U=r&`kxAyS}$$+o>zFBi6ZDq?O|zSnPquGSt3_hFG<?^W(2O0r&d}CCCxJ
z*Ob%SHakOl;_$a?-Z#&pvG&CYSqivGW>|BpsmWs$)A&%^{J-=Pd}4K=K^DH<5gphX
z76P|=O?QO3pr#%RNn0qv$35_|uO-`YWXyK0q4HkZgl&`si-jD!qIxdN(KD`a4J|b0
z*#=^zS;K?bb`Tr3MNLe=4g-2wHu4JX1!m68Uj{lm{lQI9GoguqWt&ElAjL))TXMg=
zejEPZVUiI?h-@bwCHC1Gbb~YB<~Uzx%3|45%NZ=0<Tl*7&)668!9mk`nC*&x`r3KZ
znMx@$zJ+-?^1;rs1J9u3`Mg)j!}u3@^}Jf>t&;X`6jXs>X{u};8nYB}MM?Oa7_&!^
zbmcobtw6`XSW}$$qq!uyLiulBr(WJx(Al=Tr?}&=uJ<K!dmk>Lx$==#AdjvaghoCm
z`ljPH;O%_e#1VFGwci~Q+qzy?*77->Uo-t~<6V4Q#=pSRC%zVyb>cYkclg1Vvj%_5
ziVUO6LmZb~TB+owfn}vFnR@+aSx1@MUjSQ3W6{*>z-`3Q&F~Eqebr;d_8rm?Dr4!P
zFNuCIOWx)WO!Y#?kC5Fbf56{kE-CyFTX^?K>dAIF?l)LKqh7){e2gUoN0PS&LVPAf
zgij<>T+OebL!Ymv9y8xcH)j_|8dvo*w^t6Nmn4Wka}TIZkM_ytw<X@?%!WR%f&f!@
z3OO`b<#a-G+WyQ0UgF-N;_w}-r~P;GveBMZL-^(I6iU;IzcfidKZOqtx+yRUY#as|
zFn!q^QhyYmp`H^%X$1nzF@Bmhr=9W{LtL$au%Ot*pot%-_G_j>uug=S3PY!L+Uucs
z^}5Kw|L~JlLkx^!`)>x1s~zGHQa7Ycd@3jYVO^k9%-^DPau@X5ruB&Riw2Lsh4Rzb
ztG+)9;g_wgnvYk%zC=h{QF)}$6>6%z?A%#!N7QiM3y%QG$c%!ar}ZxO1*cjaH#&l1
z7zO9Ue2QWItW7^B*iz0yM9>JFB(W40+Zkv|p||Jh6TyWQSIp;UUIsWUqXv?wZy3m$
zpY{>YzuYV6+^0P*_TNYN<qC!&^Y4L4&__|Q6-(V__AsPD2~9kcmQac`QI?)lSJ}Rd
zgEz(|{VoYK+bT(?4pXlc-3nP;zTo;@Uu%Y=;nse!?K-EunyMhA#imhK*==Q>klQ%<
z%+eBm1VCKdJ9Y^;V3H;V9B-PPY57Gh8U0MZPoBdrKeNn_3TUjeZ4D6Sk+p$<fTNB$
z2DuHsdtQ2N-;d+6v1SG!Ie>LcYrpxlza&-}61mKLH;QimRxAtMI^!O&kp$SA1_w~U
zE*P9o4VC>bAZpr<%T)mhY=NJOLH*kYvB!}vI_m6P_vDYm>5XjA$J*ul|K-s<S#3=@
zLw14as^tCP3;^61DM~;EkTr`p+WLTU-E9gSU{Xb*ToS|%miG{!pH*)+`YFDPJFn$h
z1~`zHQJzLNFe+Y)dnlYx<j3)uFBPa+-jFS$0=dMh;SWN1pq4+OSQM{t1>gpUWnh1=
z0<}mqhMz##3-nLhc_(MnVF*RCFW_#8`~8rX)i79r{tdtoY3YT1m_OUy6x0AJiDX)O
zj#U%+mB^N3sP~mOsCFAfZ9WC@!L2<t#8PB#udn;9oI&T2!o$AQqYU*EUQKQaaQpQz
z4nK#Y+ML))QQKS3NBlII2su0$>mh`oubX?Ehy5(;;bxLI3_athZAuQw_kQTbaUdnQ
zc4JfcnFM{0G8-Z4RR}<Q6+lKyw<9hlFQeq(;_ZkB>!>@vY=lI1?k*Gm4s6`QE*~AW
zDw{8OMiscgNnL4W;hTSQ0We_tdY8J`6gImTDl}Ow&;rEDu0oHPxfUXVIf!Oxc^S&i
zNKM=%MUq~avH;9)8tt`qgvS+RS7cy5jFs7+hzOc#AH75xY>XQMY1p)%yUcbVVl%h=
zTzO4$gVX20;c-J2gNRq1j8}^J45J9kfW{gTfv_dfkU%`|8C=;#P@FU`bus@X<bkh^
z6ejgL!+VA9O@T9IY>UvIGB$i>K;PvFrzk(im$X=+%eSsprfEyx*OHzRsjRhk(~jgn
zyyLE)9Yh`atM6V$IU0ZUC$E)s3S>S1Ia*Wmtj~_V+ny44{!q`F{s7$SJnO(See0m3
zx=~vaaU5ku`JMGI@9bpuhfM9Xnw9yn&H8SWue)l)v%p^`sV_^pP?lGz#Lijh=AG}>
zX3hRDR(4lATa4iU^ra+avdyl1)@4}z{k5k7Zk{fUZSXv6`BjGn_Nw}6CRll5*M^LV
zQk&K6$>hM)^gsT<r(VaKCT?x@eg}@5l`Z~9UtfiLnR~rM>E)T`W;DoOeP-wPdwZ<!
z3t`3UOw-XHicvzHSI|=BVa|Jf>(K^Ve85(2d?U@ln8+GnLRm(=c~3)aSGm&@FHXiQ
zshiOXBDpIeQVE{?2XjJW+7a1YUD5TAa#hoA#uxDv%B6Zf6z0ID#etr1$LmBqOe%2d
z#TD7%za0g=EMX_IaCXIrSI8yTpdnGPWwxzMS_6Xm?Zuz{yA|(urEl|WEzrUV6x9*m
z8O;}sP<4{+)o+2<<^!)mgZg|%A2n^tEq-E^S9LZ(e!Cr60E0-PCBaE|#tgv3P$0!t
zgj4Gl{Q=X1S1?3*zbiG3p!i^^fOq=tUIw$!<&-~yXmygn%~#OUn_^_(cgve7_F(#D
zx=a$s>q5J1=MBm2+!$-ILf0@A$aDFh8`|@+xxqumPp$2p^1)sZ0UCrsWtfKtYdjLo
z*@taE1{k^@W?wG_O(-b8<W_+hZK*OL!7#`SeHr*$gd2*AU*McUKLQ8!9eq^~ahBwj
zRA&IwGgFX8z#zHmJ)<&oV8Lo1p7PoqsQV&YWs#EzZ2L#$@UDX9k;H;^Zp+<=J*oFL
zJ&n|~AVJ8}K(Cnka2woI-NgY@oPn1~9`qq2u(h6VU*nosW#S{eZq{^F-X}a-ROVDc
zk!gp!#8+|0tH?Ra|HkvMYiMu<hg%7G_3NPg^i4~@kA;s_qi`Oif(hx{vuFJIXqdfV
zbnPargXJx+{fDb>lN9?6<&<Cj;C=tdGb?2jqm;MLBkWv~m`HDo^v*=X)hGl8_IM2i
zA&!y!%p98tx<b|gq%jLbn-g+O^E7c|`^v@M7&n6ppn2}$yAYjt9UpTe7mWbMJBPSd
zf@$azHP^FpJyoV>{h1$}w4ME*-}triaP&V9g<f%F)-B-tQNyt!3B&`JcWNr`e6&&U
zQB?e=P>0WQU;xH~W4d4W=X$XQ%3XbdAD+B9RUu3cR6e<SSd+g?;KghjJi8~yNN;Dr
z(G!ZoSTkE#a{WG6z~Bsy7ePvk|3Z3t_=P4(I(!n`S{6zO-eS29=)L5GOY+uG9`gfk
zxQm^i=_7H)ri?tvDd*2%kOJ@vEkDpzja|KUPQNNo*6w4%c?ByL%Og;`UF($LGIWS#
zNVFYW&vd^0)eb)(4J(ca#&?g_>A2;U=jGbp$1?3zn>@gz2anwkL{JDCsp}}M?2x!9
zEpA{3V2A`j+MWgQfs<xy<EL*cT=UQ~vhRgAo~1u5c_FtvIoC|<PYzw?#iJTo<g*!I
z1RcBs|5o*%kn%95D;FYy4cws$Tn}lB)ex=kuQ@@IjVZPeAr&VI4PC8WJ)M=8k|eoZ
z^o^w%fC#QB$iK*+3Ge&-VP@YkD&aQrNQUN86^oJfOp!Bwx6ColD1`|u;4FhHLMu=4
zJK`^nErZlnX0Dmv`?dLp{hQf|4gG=G=(<Z-2+|>&Q)FK=LiCyBve5i$gU{_<9omfs
z!dej;#x6UKSFGFXuyk5K`L}^0iglmGUV!=+{|z&$JvP)dxLkAZ@*TRbeLp7dCO*5T
z%Y0w=T=S!?8;`(R6%W(Xzjb<ZKglmrTCE3mg|@#su17;P68LH=7!~B4f+4+vmBr<3
z=e@>YtCRVh$W0p%$Q^25&z)7zSO>)*UVRfa=;6(0v9rUW>$%f;TWnaOKGE>ki=TJU
z?Er*Mk$q!ThDb;C<mI1uF518`F)IH0bs5wMJ%f`+)Ds@Jf#yqn4LNsyCaaMM8a~j)
zL}U_-KfeYKpx6G~*I5)Zqsa!&nll-F4Gcs?+3P7Xs7_$KP&kq`BX4qdQJ<(yQTi9B
za$Bg~@v8gvC9V3b!wuHAx?#^Ya@)cCT5nIGm2a2tt%a-+I-wQt-vZBpC>0Oz;XL{$
zllYwbnyRw*3#TX}2o8p0!J%Jt@O(AUMZ(Z1bcdl4I#ID3!?crCfCh9GN$4$kXATJX
z2`w6$&-_;uAP{(+mm3}m8J}h}edtaB0j)29<lw}oARvvb3dIeE(qDWR+-3ai7Zv|1
zbcpLbU-h}LwAb*^euKV&RcFB|T-j)a+z)`MDoc8=mg$&6yK?U>9FiMqbgqWc?`5y*
zmr~6HW<w-c!{+;(N_>9`Q(-;}eazVHV2D6sC*tBOea^4mvy3FD1=oLJP8)`T6ifOs
zV3hH#UBHPU=}NBckd2G0pgjop!qO<LXWTf(Nav>Bu{{H1qH4W+kj3sN`vy&<GW}aV
zD`Z4S)DdmiRvb-Oz7T*$Nb|Nc0^IcRA6%MQ6jQ+jWs6?kCLDVCx<r`<0mN|)4ig5a
zF`HiQO-A(GOs`<sCflq;4y-<8lH>SYFf6mqeVN&ZmWmJmLRH^~6{;K}n{ba~4n+1Z
zA;Jf4X+#e0-*kx?$YeHo(}w5?fd{r+PSAI=R6bZenylnsJoVWe&&%zkdl(B$gIJTv
ztEm3}jLGWczYX0@D#6eH<+OP;9?-5HkK~E81|O01N87Pag8z*GJIWP6y&cf>>1=r9
zhqddIfX0s}t4E7Dw@gsdxlOYE+Y6+H=)!Nkrx$hP?SMst$jTrgZzkZ(Eg=Lrp`yR7
za0-vdx67P|X<6Hu>jxS&)~ek<M=5Bo)*?Zl_O#Eo_lHelSYU6n(TO-f+o@?~8&r=$
z8O7pAq)4!6r*Z~DjR5POKNgMBEa8K^M2~UEwCrg=2j18-wEa-}+Bh)`40y~S*e^W}
zgEM9J_x#|6Bjua4a6wm1XT>NmG&=SU!+K8FQ2C>n*A|Al=a4WhF5?HEB(^yNE>+p_
zGjFU5XsnE>yM@hHS8sBACCxPN{OUB;5MNm-T?rapKu+-!PJfQF37ifsifZIn0lvX9
zZPE(*t^4C1hTAOR?x7|ft|1H-W+rBn7Wdw9B7dgE@7C(llQkdv>w7&m3Do2j#|+5M
zRITZ%3mDp@ga#{nR4Lnlo}&M_0w<3d{<+9tjB;2)Fy6;~;x<Qj5*vYT1r@THH?3U}
zPkpoX#nb3uJU2x2^WE>qb>?2bGIxHIwpbc|`EFI2J$~5Qxbi)!q1E5bx}w#Xb@t<_
zpvhRyp$mY&ZVmY-u5Sq>`$Vq#zD4-sZ)SyRM!7wf0r_+VZ(F?f563u;8hcV#=H=~}
zhxy{&#&)XQ2p2)-g$G^g_U4IWSk33z(M8--T!LH#Txt(rm`hdNap)*G<erEm2R$9r
zcaEq3{O^FK$FqK9fK1xo1#y0{p5k!0V<Y4is_aw!)Q@Q!9sAmW?BF0^Rmals*XJ91
z>rFw$?g^g#8yzR;n=O^eYx{_%4{7d$W*mX@hzXH$R>Q*P(?M(fB63W^6Nzel%Sk=w
z)3{G57ao;Uw~zjP4_-$Fyp#5O`1jhWDV?$sIVEbKGb8!-jN_NHjV76s8^1hlv2>tb
zdK|nm4n~ZQ^aoHKar~3w43c&#gH`2y2}=M}I!OE9KoVuL)-Eghz3<0^(FCbh>@!N&
zY%D5QixT@-CVh)a-0ytJg-1zS1^?-s+&m1fKO`L<4;u|&v+GrY$S2i%g9ajUXR*#s
zNXt*-?DQt_wY~AR*H1v$n(L>gfUl43hAh1;h+xA2%*qmjOPo{4T+hxCKSY+!#SSu2
zaa7<6=YN6~BcsJJadcrs#4;~$4^Af>4H$wEIQHdH-imf9v;ti<v}mTU8t*aK+?e<&
z@SnDs$FEhr_SCyou`8v~KFW|)pi$HRuCWU6FZ@RKG|2*5&rVz`A`cGfhc?R}7&Sjx
zmNHB39VdgbL*JINQ3$%Bqp&ymB@0?lp95J@y1Oy#+yRy{NE7HPlMCo>vWzs+o7N7X
z$FHC|KMGr-h2ht28%S6hLW%u8{Jc75Cp@AZ;qn)E0IWG@=0o=1fCsU7A5LGGri$_b
zv;ZxvL%$3i#PWW)5(ZpNV|^cyjh~W3b=1-6)^3K3qs$@r%h=&P0BX~1+m5)`i5&yK
z`CQgm-b~Ml^d``}GI+qH-cBuO%-ujtMm(=_L+t7o@bMnEgZrV;nNE5+8*MYdXw8qd
zRhtFIt&a33Y8Qd?%&3trGkS@^x)X|T;}zZtQ?*U(;Kz|0_tD7L_f2sbTduA<k6pjm
zKzI^p7=T=f)p!hune|E$<QmTy+tN7(4G$nF#H*?I-TA3ICKoYvB;YcH3Jb?myY8;@
zk|~JfV~tvR0}I1PTb(<1N2vuI8;IX8dDl`T!-j*^E6<r($)8j9*S(gm`>oeW#awwc
zOZNOY4HX}f7h*sG(HaUr;SxD9x93j!X`GVl^7E1cU&QY(iz+j8VOD%U<K>NBJv8;-
zE<$CgYCm+i?V~a5%mf3RN`goii0lP@;98%Ar)o||+i%!^fRel3dmkBd8QHXhSG`TX
z&*l=~vxO$7@rzr04XJ!hSv;1zJk~$?t@U1FZ^l*XT)#YbT`4o(b%M#&n5iuNUwNwi
zbc{bghmR`5JCiPPAa#E%aEwVwjKVU$M#GZ0zS&%76zwzMf~gD>P)8IaRg{zL3ZiX3
zG$*eqF2_CToF}|Ts58)h(+@R!B{wU~l5}srZV=-0b=Y`99T_!o9aazr;j$XGD?{_$
zQ?AZNIkI=_F)%(QV2)*AX~Ju~tY~!x#{RcS3k>g&^T$73lL7L&(mq?%Uyp!tOfBO<
zWOCo%kA3Tz-RnKOk8{p^8?T#0ZurFK`B!@%e98(#QAlfFu&t!Eyr8{x>gn+`^<=V=
z^7ofD_1CmD^-pCRC0$01+N-Zdp?o=Q^QRtH=3&p)N2VMvB&b<gQf!V#4pc4!?A2$d
z+r@ulH%&%m$|Z9isI~b0nOI#6f8~2e@D6%6_uA7xYyGEiIM9qR15w*0xw%l*ttY=v
zhX1)Q`agGHXX`{fwpLppi9B>TC|&<6vqJW8|9g-%m<KHFj;p+nXMe{2k(6{DmSPR!
z&TEmEquY#>2<??VLa9z)96@knnD^D$ZN1e;-zB-XI4X^Y3UgHjV(ufxE5xtAU})Dw
z8}sP5)898L{=x5EV9(wUy&zPr9CF2;g<GsB={D~zf#mGBY+XM|<LrVy3OpBXYSFV)
zk5IU;M7HYsyB9Gft=F{33~VL%9NO`e&8ME%<}$e2frb$@JZmHrr*h8!`I*^wc>7V)
zyN{|yJaNyqbGvyPo8JPFj2C@aU2b@kxHdrWOj5^(0O10X<1`~J^Nt5WR~{bGZG5%k
zziRU<SlG~}4o0;nh1>-Zydx5?mwi}buKul_siflKn_MOQSb2&UvNOyML-%a#{gs`E
zlUaqJ2k*hd`3(w>c-`2Seprpw(_Tn9V`0!JPo32TUtnuw)GLY4O-nOkf$d7639~@#
zm0R2pS)yHXOK{jxHk0)Mt**K*E5n*YBGCdJ=7@BMZc}vgK)D2Z=7XQoY#HaSg6CP_
zute4=7}(mDHlB^Z%e%mg)lP;tNpFGQZyL@=b0V{Ca?<~F5=|R9<-bl*JKQNWVsw<A
zkfEL2^I{qw)9O9jl{+o&U)319s@Vox{Lx68A*kJiL1YiyK20)2e%$;>r4KT=8iEf~
z5qqJ9<I?2!Vm<{#=m~K(6R8DJqR^5vqT7&4<FDe6(GRt+#682Ix=Ro*xS*eGw!E@s
zXqHhVwdD+`ver8N?c%HPo~FL1NWANTVMiT&<Xu*aDC#nq)*Z_6Ph3pCn(i6yCh-Bo
zp64SEcJ_VaSDoy^nO_w8>jgOPtTMu?^W6~20+}ruau&p*E8}`=+OJSy?{p_GpIP-{
zi2=;Z3;Si@YW$tWaL83$1JQ6g#razDhtimPX`j<kZmIz=a_B~z(=`i5cvR0<pcAi!
z9=MsM2*2)7T#ZLk1nyerxd6ivuD&OaRgR&=QkENpjvh7`1S$8Z1EY4}B&!fNl_1(_
zp)B-n;EJ(8u1n$G_qX&Pp3!iJs^0G4h?3^cax=kbK}KmW32!4Lq{1(3G#K=OP*?T|
z7uX-@a3wlK-9U?<E3SUk`Eq$;B~9UhJWL5E#d-k!jhR4oBHsUCw2}JAC*753SAZ!G
z9^kb_tVwIqMTosG7csk-3%PGs*|B!3(D=!HOtykjgFSaie`daUYy%5XoU`i^7~5AW
z^xcGjBktT~w^d3oyX&CR$%t!b^=xNoZN%GuL?#nLb7Z&7g<g(-=Pn&wY3u_h<UhM|
zi6j0lXW_<Hf~EZW{IE&JM>)i!ULwo7|K-E^#R=mbBiP9W3_N0i6zwM3X5gH<f#?ed
zjYg&<BN&ABwTu+J_o3Uu1coH*0-)!*C_%cra9W}oA<L&E*lR<wS%w}oX=cJTZ}1#u
zUMhDshrDO4VvtHW=IOK+{LpEK>T@{WjAf8yhb)!|50xwM_ezxk@kBwSsKHyQ2=&e)
z)o#LtG4RU*H@(LxryU_N0)H>PbE#f;JWIJ*occ;)`<umfQ8SGPqjG7TlG=;PV;7au
zz`2Ej%u5;#lC_?5%ct{KrQp<_2<GPs9@LvEmF17~=XA65O`xdlo=4wHF-K4Hy~wv3
z^UPjQ7R^eY&6HKf4CILX%Ul?Asusv>%I0#K34fl**~6!p$;S&m2*lmS4tR4U!)V#N
zpBJDr;F_#f7W}VjxC+_0Y$^DJEwab&=CwBByLL3WJyGv<x$GzUYl3O?KUtn$&sHD?
zfhnMTzATmBQpvKf2OZlvTva`oi$S*Vw}XA**ZFJ)L#O5Yp9{o+`k)k-jf}t(EMDL)
zrQ-yPl(NCd!$;%7<ml%j{EhxF>kYPu`=Z=&<XVR_1z&=F`Kr5zn)1T>w}2EM*=jt-
z_Z1OA2+LC7OnmlK{074ff05JZv{|^*zwVVpx<aVn>9yQAJnzY={y5ck3^IThJUMv{
z78*>E&Tp<~FzOR%M+l8EzEKs16aKA5vwyQ~rweiZleknt>nu4(KOQT{iJX1gBU#4J
zO(SsLf&xEgBWv2#HZ<r<p#vUZgt;Q@yKNrnyS)UadV^K?L?xY%Hp?$$rA+Q5HVaaL
z$@WspvTR<P6Xq_|qxw)v<3kO#7|zTe;J#w)=A-sQ*iTJ;B)<bnMN1<gsfvya<^0NP
zT7A%F#T|}r0o=3`(3G+)F;lK<mQKF!JU!v34%^0kisBdU!_c#cE#I&Q-)F5?aJC3k
ztCh^`EbYP>GVYCKp<6ZH!5$6h3b1IpDA*#S3V{&%9>J*$%PK+#g1oucQv@KID-))s
zo*7Tp+&5NAzo+2oH(|ThS)wh?=n2=}Dm9K>l)GWsK{4c06y;~0V;g);3`ndnmcCvD
zOyiCDude+-VQ5|wLyz`83Z<9MtnX=Oiq>P=K42^?xhup6N+p?7Q4Fd4%&Eqlf`RT2
z9Pjb5F1+!PW<o6GU|R!Mh9Z3{f<F8F$=Znweo=c22z4M9Xry_t!yG*NT|#ic2}y=E
z`3U@4#wYtYv_D`k;50$M4&YCMX1X@&(5R)^>tr{_)4KV2>x%NgX7ci4R-MwQb*u0G
zQ0mWDj@KQN$PYibKNOZ%n^DYMPp~f10$F`|8$s5bAYsug*Cp7)W(>US^BX=@R&$Uw
zW5}9%z*|u6q6baSjh-u7Q02zfq!S*%!XD+3tHo_pfR55!i)6mq!mo>)Df;hUypLd9
z`;dsNB>)cqOAn~18rR#Dfo;~NLW}y*<SG@2KMW;_bDD#%f=FNMShT=skJAvroTv{4
zW9q4DXJ)k$7w)ArmQRKVR9|`etzz)Xofn_-Hj)Cyh=CvG`^PKSN83#@%E#}3R{0Kx
z&yJx1;h*vO{8EwPeUJhA*GL9%&|($dX4Mn&(IzbaCVMJZ>IAQ}dr66Nxoea{jd0d{
zQy*6AV>zEHkg<Job8=GXCorh|8qv9$=@AtEH+YPld&Z115A9?XFhEw}^L=hop>l{J
zzob(HO*BT>Q|%{~=B42^5c|y}yXSP<%Y2gQjJ!>%gx!b7(y#w)L+Y0ASQ^;;mG&K(
zB3_ihy9+@JC>NB_|AZdIS?|n8@yj513s5)yR!#PpG}XMlapryM&hW9L#U&{r*6-Fp
z#xBnz_?w2)cuP8moEJ?yrR@|uY@c17BDS8Tq7=n90UqUc+;68Phay?h0{Ya^9`x5Z
z1=E9Rm^*NGZ|JDn)x`g*bNZFfo`T}m!l_d}4&T&%H%hw^OxS-{-(nhn(fMAcI$TgQ
zBEVp7<>KvGwcl*byoR9Vf#g_;KB>lZL;aSeh4$0(rpJ#P<^j}8o8XRl&&X-%%O&<J
zMv{s0j{ouuU$<;;Q-)?+sZAEgdTCGLo9tE6?iCif!WgLQ!_7dp_!~rycG}+{ZKTEw
z_90qOSg`xtk?G>)gU@h?NiZ@*57L@xOe-|XxsaV5Vrhf=kBwP{2LQ}$=k@@4WGPis
zdwL*gX>w|1xO?r6&+hE_mwy*WTMQ_+d)tGbrmb_E;>lbx((PoBIHnJK&9bpZlVa=a
z8uZj*W38qCb(YX8?u_RGDt`2@gI_IvsuGG9?gw%M1&Uv%0Tvx$-v-cJhTs?#>kvw{
zOjC77C|R=RhitOup+_;`ETkYn0IW%7>8h@LF)j2Qz^kLh<1(<^ROm8D6dFcA`OGUq
z{6br1XeIN1UZfFNUhj3MER!H622J#opWi2f9C|UPBOr+Z-*e3Z@;iBCt2e+FV@u8N
z`$G#M;cB`SXctxtto|EBZ<KkYA!ki=nD0Prtn)@7h9q=+6>q7JEp>=~LCymgP%tOb
zBE!lxdGd{N0QX&P`b`{zAo8kwKz$TEr4bMBF6d<FM2NBz@^?Z*Q86SqurNtRGy#1#
z5^f&)wx5RC_6-oz(Z>9br1Ora^8eqsbBuG0oI_R_=UAa^WyW#rB81{YR<>kQGR`@6
zk`>uoW<^#Anb|ud^T^JoI46hmyZingk8}Px|8T~AzhC3Jo>yY26#4?a90drD*Be!L
zyaS<au;&x&2An-8Nn%6?tOHd_R(GH$K+s6@fhRg>lke?dKv>Zi01UE8l!j3)Rgl3F
zl)7bY`CBGD;x>IW66_@qx_ULkn$ozMO@kYH8@QVF9rOidZxAJtF{OV9QNHRvrgky}
z2q9L13J7O>YQxJwJ+>I*%W;0-?dEZ+<{5qQFqY50n!#8S^H}O6d}0vCqVc=50g!A4
zknZ?`2GutVErha&RU8D!a1jx3MdlgGU*J%2--+!qn1t8D+WABYVKYE&>^6S{`{_QE
zYg(Tf5vJaKY4Z1t0y{{y*j*JWJS0BIkglUiH7_$dSo)f;pZ`e4s8#Up(E3gH7xgU)
z<C(8fW7&X{nSs<6V!D;a>KAVrG#me6ktwO+4U#Hq8;ncPJLMrK=nM&tV-f3b7KDtH
zR}oYpk|g!dN3gI}#NYUZP0q$iCBXUk;;YjRdYaJrea7{%o0xRdqGI)!{CiTTIW;j#
zJLH1bfC<_F?8LDyjQ<p9SJA48Bg+V?7;LczpBue<9Lp3`|M^X|1cL)9S~K}xomJA-
zQuLW{L*2rXns|pOscH9Ec)p`OG>AS8m^|p<aAhwvbWY$oH``thEYF;K?&Rp*w;Bd=
zx+J0}!K+^-^Gm>_&KJU;0P_wL&2GZHsE!n!F=xcfKcQXbA#S(0EJZe(jky}V8jkNe
z{5JBLo+RM27t88ib~}}P3<@G%NbGxrd^y}18Brniuzw|##G}qq4Zf1BbAt~@azjqY
zK}WB?29pk95-8Hj$l}>TjnLQG9~VJScHh*cq{8-EFsJJinbSPhEzJSMpR+`t3SB3V
z?7X$S-+ou0((&=<jdhP9>Ak_Bm60#ULXy^msO|@=UjY~7*-?tnw0rBbv&ASZ;^CBv
z^#W;a_GJ3W+*hlGzb_olZzRAzo2s;Ukyi#jTV;LyyO;jTKtFp)A;8_|<a^;3aqV#B
znO5S-V-^<)@e^3~n`ElmU?dS~S8cz#FZy?;{a-%4I#owe6Y>N;Msb{ncHj!|P?lla
zyr*)waMJZn-tjh@`l8utjSc&y;-n3*u|P9LDUt+ec(!H?ugj*zFbeRW(*kD7PbY3g
zw<dnfPK=FD{NS6I;u(Bd?_{?de5l_BJ1?6tH2rC2@Z#p1tGjPi#lPo#H!FT}dro<5
zPG&MUeQ$(EE;0QY_1LY&H$42(iCQ4}@D5l8)UI0T7B!z59N3d{krGt&pF#Ef^#4AW
zTaGIGSR}#RD!sm4!ibADDE=9aU<RbEqy7O4TRS?ZgEK#j`&CY`A4{5OC+Rv-RSPoh
zWBrv3WN;o5IP0|L1dE=qr^bpEJvAAV952pP%yWBN;nQ3Ww6Pp4WlFSE;H28?MHIB7
zhxD41immdJqaL_XAO#e40=Nm}Q5-p-_uy#ic8;o#5}za5IRMk+rMqp9LwOS@r&1=l
znewU27O!nYEC-dgJ+?)Vfi=#|({AQ@lNuX&Ahigpcss3A`wBAr5&zbNK6=ohmEnr+
zaM@WetHzzN@4WDbvCLw{SLE$*ZF;vRZ1}v(N8sCjpB+ZHMe<pwJZxzg6CBxrJMxqJ
zmPwLHpOy8P67S{SW>xh4x^V!@@#Qn{-zPF&(xlQp#3V2|nFzf!{7b1&V>0jNf^dsm
z@ZF{;7KMKR*v-l8&H8yNE4;%wWMu**36^kBnmO<Z|NUiLn^fcI`@<5~-)5>^D$I;U
zETs(BKdCx{WZr>$3C2G9&(*T#waNyBeGLWeGiQ)dLK8kbXlm<vep08X`>uewto(~x
zr?QjJCLi=v^eYXdgA0jO64W$i(Vc>!s>yU@Lvazw>vI+5icee%JS8hC45s9Y55Ygi
z!IpWIK!$J00qkJE;K4AoOH>mXL<(Ds{JUN#foeYeaV`2QZu6`m&-dO2k#~`TrJZ}<
ziWG*tq!p4<-Rl__nh?JJWrjvPECPhW^ULcyZ$AFzT}e`B`^ip2{>e<io!(QUHC@0^
z)E0)hen2TFoDlg%H7(4p{oUaM8zy0|$)d7ky7!-jh8Yav_~7Nzc8vP3a;_9wKGtm9
zoE`u5%S?683qV^Qq5myEqE++$tP}@vGC23=9NmystdGTp3s8UJ#+oYdtD;rin0XmQ
zqhcFn2e!=v4IUIvR~kD}8eRHn%xl~`$`D*AOTE2_gi`TB!u}P0Z%7?L1Pnp*;QWzt
zcJ!4qHR}Zhp|~B>pox<<n)|lME>FhyJVB4bMeV|;>o==b5PED3csMg@!4~tvxkBv=
z2P_;JyK4xUhL<JL^9`uZO6I6V!`(uxt3-^kXlwzCaI{xG63=6hZQ5ytR!#?w-%3t;
zngjcSP_KT(wfCmDS;3gED(zxqEVY@~%eBqm>)T1Gd1>xf5vSn1j;5!{2O|5>n3Zv!
zjQYLsTH?4W(`mIB4_){Y+~)P@MPW*(I^B}K7$>!YR<|Ev_xEp`<AGd{O6bIe&&FY3
zf9Y<+=E*6Nj->4Tx$U^KTu{4*(!_=W0tH!`3!K?7%W=4<vnY&O@My<qQN}4t){Rmj
zdaZaVI{$;y<Jq8Uv5650@~Dn*_E2SpiAg}Ws*jwD7+fyVj;AGJUqeNB2XdK?ArfTj
zXOtt_jnT~$#Lel*2nQ>#rLjJc_cd7Vy-&*sUnD9EK{}xH2#Vh_Y6k7m^`r3DWyS&P
z?)>HTsrHL#av01&%_rP=XldcO@J13Wj)>#TjJxYu1Q!gsC&<65zG}vT+U=fA^w=>P
z@#?k}QN2K$Uk8OpyUJ4)R6usvDg=oT`8P;<Ew)ll7rE8u1bl8o++bY0K_Vk9h$@tY
zidm?=i~<=RSqSX>C7Eb2^069TnXjldAY#bB7MW)mnJ>1Ekz+b+YU)OII#)y_xxlv7
zHVHwJKQ!NE-=|VjR8&>b;iy%uwi*2#^HAn@I#cJB*6Yu%lPTWZf#D2KIP1W2OiPr9
z;YsW^CN9`IibsEL87$WA_|Uz|H(HKcUm0O{(L|a}gon0$U{MD?)HYK}wx<X!Px4$`
zeSJ&>wRHuBH?j;O%yg~S=GNsfCM3K;?`}zg>{j~Ffix`>&X=PVU`f3|TRo-`$kBQh
z85>i#1rN7ih)$>u=Z%*%y0ImKzoGXQeF4IShY>!Mh{Jom<%_J~V>7A(vrAXDp6vJ5
z*R}7`ojdmZr7^SN<>pw7HXpc=G0@McJ8<=`?zXN}&bjCAa#BW8(l7O>a+WAO$465d
zDVke8!XNFmonO8;dnCf0-vJQgL#MusC+b?M6}%Vz+KhaZm}`24@xfY@E8TH<j2dfq
zzO<QYGJEnAOKM%Rsn9P@8pYW|r2|s$XbW*gDRnr=cYk*J$?4a?ro+xJbJ2*UV3KKM
zgEC<G1f&5fw|`t5zu86PxM9fl^bsi3!o{&n<ek97<O9k<#LbI?)k8$iPSC0E#;JjS
zYk<?)w1q`(<;T{B!2PYs?Fy%nr7V=6m-oeYsec07O>Pv;MSh^@D@0Az0)_Cv6o=dL
zCs}O7&wt9fB*qozC%#pJ;}RFJG9XGknfnkZR)gOks7rlYia3txw0(K|UO1Y7HbE8o
zi=?YAGdD_xn;FVL4t<0RqA2UJyKO@RRi+O6*5~xHO#M16;V_%-AU&Kx?|0|CDOR)@
zeG(8|l;;ezu<2^mwN1bF#^x1_%EWEDZdIJDi>{QlU617PbrsRD7{g=>q!#A&1w~^O
z=00=!8kO|`o0yI^0gyiSYQ;iEX-p)hO#w&lL=TyYCtWhhq#Sk5`!A0%)g(1}GSyU$
zpIS@Z2TW2A6qw@~dOSOu)7~;QnpRr2D|*92T)d2){UHyOJ7il`ic8=E5+p!j!X+yI
zyb9meE*UBg_dtvu)W9Gj$Lh3NX%iiM>&qs<T~<*4?y|`z${uRkxynXktyI6ED?TN|
z)(2wP8x97=LS1Ka(Yu-1hn5+pPr0mDmjJWo8QVgGg%(Xo=Jvq$Pg4(<CwWn^b~lBh
zs1eh=QMo?QMMmeL!~yQ)q@hncMismfc95X6k%}q|-nfQ*LUCTAZy)@{<Kp$^i36)L
z*-<R(22bk>!VpQUk^?WBLB*QINS)|U*n>0($)!RYPqU#1cxFM*zP|C#`$TyPs)|c?
zxJ%bz2?kiSK1{Z^yvJNdp=zlkD<Vf9wq+mF75Oq2fEdEH(Rn#L1CqS}_Rwa3QtTM-
z<9J|7)1x5&xG%HjRq8>dumj?_>d9H-<klqXU`1g2S;xY)2BR+&Ic@g@ZpBzPo#p(I
z-K)$JK1++5-do&e8-25a3JeVb@iU2sPQG8sc{v<N!5iA#ZuMIY&`i}QXuGvhiLvYi
zX``D%GFA9~*3nzotC>Xy*Elv9ToOs_)I2b795SQ_YAk{fF)DP^+xEBBou45A(_yna
zol}LJhcB}ScWUyD_wR`YOZqH#zZ{S-unZ1ZpN-O;w#xcKgZgzkVjZ|on%vm<cv~Sb
z@d8HgG_4OMOWq26;`VEHZ0uFAy3?04wj^aAsnu!y*t(v`xdO_k_tyY(Bm+fA0*C9C
z{mo|#w-m`yk$e68Wk<8m|Eudku_S+wJY7a$nOb*qioOt|&S%1=hg08QMz1g5ItVL7
z>MdVtRZFeai@<T=kMX%H5*75}!=Ff$Hl{Sv!4%%Abimw&?zYX<>wTXOD64D(Y}b{1
z&^Y^ss{Q3&|8@mHtNM*m{D@XF85e<nToneaWgXiSh&M4<UJIsb^YAN3E-G(|jVfy(
z$Rhzu56n)ISsu6|*(0^QnA%)cNQQtMr?>@4v=M<0i(DV2W+494DTKB22<%ehA(!~z
zf>CfJLXRtw+_}sjZInrE$4;WCfPi7GrDE5}o<&9P+t<FzKcXeHYwC&+ATS)zi@pqJ
zsmp$l$FfO6-e>=?$X&#(CrknaKF)rx!-JZX$eQ<_Qi(`Da%N-5&`<N_U<<(#DbEoF
z52z&ZWO(IMVB0Cs4Y&d*n<{Os87|PkmBlQUUjNpuLhFgO#S?2KFc52lqKHDCj84&H
zM%y?W$iLNaYN!IzY2^hH{u6_*A_V5B@lo~vQknGt)jRAl{P33u;6PzE6BG)^jOJ&|
zRIhg6rOlGwGD%CTLCm)BhH|X2=vX<CxGrsfO-524A>5AFUTIUQx~0wv*STlKu0RUo
z{(@ViVEk#b^j^N@m2xG6sZ$U28;y!sT|svJeW*Z38XD-f0S_#|h$3rVrvySEqr3MO
zyZ2PO(g)j!i-o56f61r7+~c>^>8AJe%w2C^L6xRig`?6xGv+G?FLp;?OtzT^EEOj0
zxO$zsqNiQu&n2^7q(SDQR_{iy!)`Ea608y;pqymLSEjBEEc_=FWDKQXKBGwmu`GKr
z-Laqdj0L@MZ@UeeAO{{U)dug#hysKq<jsF7+8NAGzTc1OG!JFHC0H6?xmf+Sl7E5H
z<Bv`O-@_$RfpN!G#fj|JuseD1xXRAmd}N=nMi+v$%ap$01~G9h^dvJ%sq%qF<#(aV
zE{OY|d++tdRFngES2AIkKL>};l=jJlMQsd*xJ4$d9%C+m=ilxP^6`qn#mVx({t||K
zI+A<7p50^p^l4C2>)*r9HQ3%#K*;vD;kp}{>?43?-hXXpYpuIGke>dTK^Da?&uzl|
z>#}stH$5JDNJn@4Et?m6!-Mk+jl{rXp<a||j+LePY=fuQMt_}?oI81E@2F>>BKM<v
zP-E-)jc+T~sCm-b`Q(U)7{+^dc;J;>NWJgckDtWs%TBTzY|~Ec4}~_~_7r=-;;j)^
z(f%KfTPSroVqqo0i~=QegJTUpofrjmX|nSN7z?Qb9hnzo4)<2PRvYt<I|U-;HPf~%
zLL*_#!8Ul&bmtivhOJ9ivx@pzP3_IM;xq*DgCeA`nRk4g5wvIkdfyebOa$^>xw&<;
z&x{jW?VYR(_&GgBzRgLGP31U0d8WZPJ4MOIw>Xv=``c@oVDs#;@EgUcxm#1yGGo&+
zi_^++YM7BORex8clJa*spIVIna~pSi=ZhKSV@3?)Z~fCT#!#rnHRYV$f?HH#NFyZT
znqIUBm7`+<l(JU+#Z^Npevy1xCWY0o_|VbrHqAV2nVG6y@ycZ&d-V<y-hpZZtC?J%
zNEN4y8sjg&+Eo6DrTE9`$MKika@WChB2ZsHx~#kx;U2%%nh%C<)=xgtl(_uj*__f-
z&*UrOTvzSOWgM~PEIUVL_cvC|S7Nr~M5vd2F%#!EUP?+v8%fd>cVgN2c^KPxl7rxp
zy!;dH_d;wbB9SDlm}G7Q{*q2Y{%WU{aq)=FW|HeA&?k#_inSn{J2>S}`4=#~PrN&z
ztQ*O9;ABXHs(cd21n>r6!J(AXhSVBx=;xvr+BQmAVQzOjzW;ZZYGH*+Go00{gq~W|
zt>eSTz)+U)9W^I+@Y<c#LC?=E2aJ#?t!>KtzdlTZo>O?~OJ1)Zd7WPPr))p^r-XXg
zA6K<r<NNVR{W+jR-LMOomO7KAQSY5hnODR2Ii_B}w-S3wIfO)*pJke#Noij3AuydI
zkdLdU`r2&A26ozPC(o)n-Ljo`kdRQ^Acu(P1?+{kYHB;K4Pyb8Wr9=LR)_=oP&(mG
zYs&`cqi6qFGLODW8<s&%GoEJrN=dF2*6USun|*PdJpR-wRFTmO8cl!)OA0fy9dfI4
ziv<t;S<o)OJh_&wgS&4&&L<*yRX679-55c}TgiajZvGJ?8PKPcQfpW~-RVuVS69#Q
zhzE{=n^@CUQ1cP(QH-2&O!IwtPW1%o3)t=Z!}F?cmG~eBH9?*EW@od!&qh|upOA)$
zIwA)JnF?txi5$iWf_{eAO{H@03ff1s|AH3KfB!IO9412@=xM}APVUYkQ%b}<x~e9+
z?$x=SR#V{KuFBHHMAWJo5e^LOt{y(MM3;4H72Xu%(5E&q1vCV@dG(~^T#dJr{RYdl
z^v6#pWU+ge_v!aElkW;kQo2teBIVld6@mW1sgD?%xuD4{d4<ni!6F=a&FX5Q+<^6B
z^YNpILq)m{;_U{BV88aj%99qCHyIS=ynqyTlQCbHIRv@Cs_SSwuo#5Dq@oLPtczxN
zVt6MxUO*vkwHcq=4@^*i5uf|GGI0TyUi4)PyxhV3aIgmgGVO&t@UCN(js*x$jM3Lr
zRx?CJO0@=;cMpr`6)WT=qBX82Q1GYn;`#@p_^*Cz`%~xFHpOSl>v<}|lppVL3h()~
zckNI4JJyMF`oi~|wuN0+2Q0>=D2vD5)F(bot{hY6?53HJeb#VqRSaBb4x2cDaScl}
zM};(fnKgWnx}wQl<uFHh^%~nOxoM0YYQVx<m%_f=0>QmPHgqqxiTe)CGLjM$SFJdk
z>%5BO>8MAr{%zmEqT!Cxq4&d9yXAd+(~9A(6w6o!b_Vn{Hk{sOZd$wmJ98ukFf}S_
zLZxwHHd1a})&fNN8S{RtzCyHBn`g>9LEE_s>ZM(e+#I)bh3BZ4nsysDN~(*l!G<ij
z11$?Lwjs6xDG`F?O9+X8c7>pUxp7#XQ@;AEhKAnPgI<u6vB9Va+YqyZ;I94=$md}H
zW5%P10J{<w&XczfS+RSbOh5D#*r9fh_!n>WyWyEc4XBLZ;aoGbXQ7Y6SFO_q9D{K^
zH{P<-fk%v~M4+>1<kPG>xWqOwhI?Oq8jMAevtr;eK9=w()tmO5997s}zAkVmG+b)Y
zO}+pAA!bw6|2`Y=%8Ytu1Te}NeH()W$?OZec8eH=$NK8j-k`VTsmnvAkvd3>YL|G&
zu`gah-ZdNi%FHa&H2>U^8qiYt?x_&Fh7cSSF0Z}+0*xe4f>JKQ_=7~Oz9*7HNu81>
z_3!*j8y)iAIpj44V5#$w2W1>+4l1yPu2NdUw2t`YCD-PPyy<sBuL3Vgn0q>)@ey~y
zEL4j=gfv-bxPb6|x{fqIVNzQZJEeh?0A3Y~Y4d0STGB&8Ro7U9A<$IX+*G8XDkzkh
zn_8ThjR~nSQCBDRCOSWT>g4CAG;VA1u-@dMtf`6YLzA1ysR)r96*t5*d-#Q+8EPy{
zj-|=XovcMyV+c-pBgSvQh;nfSlVA=JtRR^h3Sl&`Q@eCoG2z~qr+*4P8$`2AbJ)v!
z=|Q+sk=}}8Y7MJ^I}PvO=e@5kt<7g?wY;_UEwXTII9=~=$IKXnzQ&+3=L}#qdH7FV
z9Jp<tZNw+e{M2rPF{4!Gh=*H@pQ5rq>_3wwJFgfR)Wb2!gw8iZ`|y38+do37yAZj1
zq-7Celt=Cksq<t?LT(BbP<6EUVa|fRQdA<RMbYQ6i`#k^d=T-ir+TF`{SdT_ILN&E
zR-}r)(-;PO1f(SwFmUmOyjNyqvW0dEWzI@#XBg@5J^F9KDzcWps!kY3R;M1O8A5d2
z#6YEpn&M<Q9joel_RC?Ta~|9psxzSlPE64x&r*tf1yQ=Am|Ju%j|VA86rDis5wQLC
zkkY2XLTKeSEes*T>mh$+N_GVNl&l4Gg<iIz+g&qej^$`4gNBm$26rpE{<Dqyxxm9|
znw@;09!E_j45byX+F-v@Ltjm`ib%6xwc-6Z)@~@p2Y_cTKnrJ4<%}s)DW<m`Aht?9
z;^aP;pjCV|0_T<+#%br0a=xwm?j|~GKDeQmc1&LZ5Nr{6#3CQLO{yv%9C-xu;C@bz
zK8CEEQG5obnfZn}mki+vDUBoY_BY(iqwjFf_x)&B!>`V~Sw~gOXDCPEj=%Q&x8PUq
zU`d{`vi!#0NKINgo6W8*|Cs3eNj!dfRP<pF`?AW$ZL0d6;T#XS`HSW|?dn$-ZRiys
zn@duadwr9>*4Z_5Y(7txndt-Js>tUH)|@~L<PwJpRH!ra#i^KE>wPAuW!q^Br1Wm4
zWFVh7T*I*UHuQwzh?il$gQ}m-#1kZlkpDBMec-wtuGj{x3a{9qSMa+l2dqfs8u<2Z
z@0+#}G0L4bpqJ#Xq%Ua@6mogt>e=q%;xUkmV9|Mt{;o>%`4ou#iy5>fB|Q51im}kf
z2I@<0<I+!*zj6IW4<9`HR80WEkv}ZAjNsv@YWHSj3{mCX;J>&M&_b_~5J1sX#r`Z&
zX@ZFnc4VcA-dRWBsq<yT$nanRB-O<uTJ2QePgRMMI$a0GhPt}+;}2jfx(KeX2ahj~
z2B?eM2nTNB<O35z)Q5<gZ9Kx!U@<r2i?Xa=@beub^4Pna3*)lE+lqXAeV^h8o`C>K
zch-Q8PkNN6orTny0K}eL{Z7u$|ME+xyg>H8)n%~{ZYYyQBNKBn-37W0)fWUxG9*Br
zU(<OTBPU}!BOwyGh9D7e5FP>-r}rlaSz7~XmG0Z=Fm;e6m^Bc-L2YY^l<di8x<;l>
zdITk_e&@}CoJmCHVk8}g<w)ww1}lhU9{`OLs>*SJV{`*1RpRiw=$%`C1`(=gpwlY_
zcCPGDs`<IWN(#V~yaBizCAD8hw*VnMr2i))rf9u>X-QHS!2`QNz(9$AJ?q#Glvpqv
zfZPDyjqddfz?khK!9{KhRY&%hTMSgp-3Z5E#llt)34MGCtD!lte<)ABHq`ent09#9
z5t<&4_!mTpF69SE`Zqz^&Gjn!7x}yomeO3ErJ+E?skvmbL1D?ecO|Tyf1_1@*Vmnd
zVm1w_Lbc#fJUkeS@FqYm?p)+oau?G7xDppMs-8WT4`qU0#v_~wZF^{6*1yCkfZNp!
zM1u^no5dDa1Edc{&IgT>q_9mE60jbz(JT0UBV$<H8uRMwzGf3w-2~6MnE7Z(Z`Q|N
z)%e%Gv(EA9TbB0mTxTBzix5~#103G-x@cZ@O#7bv$-teGCs+*Jz>d2PR|nWzheAOM
z{fDsQzMKD0LwsUT4bu}ABA{OFKr!Gj4U5lq9QS*7cX}6c#?CAYVWQ-!*%v$aR}Rc~
zN6jbO3XfVRk>sk!L<pcaRYSU6(8ptX<Ijjurfo0+ltjrwHU+>zeNnkOqF6nG3!w|+
zdKPkl7KX}eB6ESwtyFMg10v=+5qS{y7sYY0d>`#<$&YH}(VEfY!y-BkwTb<=DFUOF
zMPom(bU%!-gT)jM2#(E7_9=a6IUVnWMaEZhTL*cc{2H);wLV(7@IND-?uQVjVJa6r
zskx-{6$A3cm=GqAcnCuT9rQd~I$!TovPLbEf>y>xOcBjyksF;KO5{F1wQg((3E5gs
z?>?g!+Ru{rdg8vfJ}6ohwS9SFnnJnb)Wx28;t9X8+_$);jI>7OThE@oy?_nK61&&C
zbvsb=e}7~LBHGEz?S&(Vj~LpysFXhd+nBVo-jZvL+wH77wK?-V+Bq5Qm|dOkCouFz
zec`|SIWEqUlcV*!oUe+Kr!1wr&=(5YN#6-uU&*G7FEgh)Xu6h4j%!)zx+fI4v<TV<
z&99(ThI)>z*txK)D)?`Gm-=dXxU~(kX|hA!U1nX7zIpdvTnUp7%Qil$OGi46L#v$r
zxqOjb*uo)>=cQhdWF|-dH70FAKz7yHvbEg$F|mDbtbLF$w%BKPZp=^F(-Y~~6SZ+I
zE<26uzqBgc(f8i6vQHB|JtM<<S=pJ7GBOqA<mzrJHTnka46gQ;eJT{vqS=T%bBg*4
z_n~a@IsfsaH7DKe^w0_nkW!O_R09+#2_Rn$@9G;0FXMjrJ}$VSundI^?u2fHjhvuW
zGWPVFJXrvUcb|Bas%MuV3)@MS1upEIyyJIj|6lYv*G634&-Kge@71&;I^tD5t7aB$
z#rV4h+o8pYQc<dT@usr|??0A9GPIwXvcAo0qr1RmfAZdX3BrPqG&Wgqjp*<MUMQ6%
z5?<=4flP1%dxjo9Js6{Z8&tIke$SKDP`MNSar>WUAP68uXj38S7Lp-q319GFD&D+!
z{<_b$G{BX*^AwJ&G6Ua<1RTw}*j}v4gK@#HH8OEnR3!Zs9%23=1^rP)&4i!?naDTa
z+Ekv~HjU=bs^6OO5k9MQP>PBQTQLIU24sA=WVD06e2up(>(eq9zQbO_hYvLm2Tz~a
zt`oO;x>&ji_{dp7R+<agPkn>e<E3xKBi^<FrtiNQ=6|nR$UmU!ID|dddPSzRzj``4
z&D4K={_Nj1x{7G>8XpV>twFVIi&TsIkmS5ku)SzFFGBAx!^bD_=7O|BdWM+^*sJfX
zhicbpO530hIa{QYS<5daXWU%n)saCeUX=#uI=^C^9sbk)@8vxl2ylOEC<_D2ze_p*
zoQQo*j8zqRefGwUxrz!U^y(CMdz#u`)J=Xra|;ipV{0h6ZQe=GXZ;YS=x!+<-gut>
zRdUx9sbSfz%QVM!e=6L<Gh7|ZCy9NX#g=s?hb!`PY>pHWDkGST@toj_Mb{=F$v~~b
zc&Yf9X7FEn?yu^fZj9jNc0kmzDd+m8S9*8qgG#Arlu)LkU*DAo7hOS*_|~^mvh~-M
zuI_2hnaTF{qnh1aiICcm%AbheD$GZKug->t3fJ~ZoF9VA<Jko<;}N0tuwVLke!ik_
zH1;p<XDxiF)dqsyIC{}UfUaHq(*;37<`8){;8eV%<93b>BwRXjcD2!vfKH_qol+1L
zm$LeT{;SBrSmrHRPvU7eU_O{BUrdTfSdvyPzj<2`%mKXmX(kN&BP;BSNFSUo)CQZ%
zsE!8~kDkFp3abH^c_@tKCfJ%4t1<&59}K8;d2JjqvR1G$7yZ53786w+Ib{|k;b9y8
zB-N1I&XNyuN}E@ufvKyPi1B#b%<nELqxv3oP2b~^JKLPeF+|GN@Gx6GJWSd97mRT#
zq6)q)#3`XXhpD~&mjxgH9>8r0va%$er&6|mQhoEFhJGjQ%NOnrfn8P$n+W9@QaNS3
z_OsD-HFWd^8s-5gdnelSC+@1?jaiZbvsc^iD>QGh{}d~DZeD0OLDR+-2}g<_<RyM)
zKMv|5rqZ`ptehkNSjxM|{iZX&Xpd5bnp6SAL^`!t<P4h#8DHn|G5-zt-<#i@1xmb2
zhkL4m8fyZp$o$o?hi)I1fym~5c}$YhKW3LRBlV(0945i>E-{MM#@snCc1El*Frl@l
zr0Q}^;U`LNo}I9nB-lZasy&ldPzk#RTUnxSF&2Ks2&mwkGqtF|4ba#Xtg0{LE9x%z
zKi9>OPB@w!+KDnFfJk99T)eT=8ZwvTr4#&WvsuDv?n6*SeE&6cBmzePfOSKGqNHu!
zv-#Eimc!7VsKn-uzD&*vxb?5!+?~yz8csme_lO#`eF#NsVQ8!6lL4$2zhb1RFASGQ
zri4eMk6=S#!gvFM+9-9w<>pI8o)@j7l@#kekQ@0LXyo(P(A!wuPpgy}Oc6R#59q*e
znN+#F?j@Fmuj~KX|DK|lGliE;Z0(A`-r%9eSqF73pwaN~1YeFrDl@2k7Y8#{!PmmV
z&mWX0#%CAiv)rBac+jb{iO!Z{Rxt_O?>}5cYCQ0HX9#z2;Ba{$)LA(r_Mcuky3@KC
zC&n+wBzdN}OrM`X8JQ^p=3Nc*SiKs|+uyMqBS}IWl^=KdMJ&%2c;54Bs22FzT$|Sn
zaOC$qHFX{Qe)lH21r9h%`@2@1ej6nG9q%~%EFRqGPe$-mo-c2`J%H_#{<H{Tf=~P6
zM{+4}gyp`K{b%)L`(+^7dtaDTMT`>a_5XCSYxgqyl6`B!%!R*`g|xL>a7!!Waa8K*
zo^p%7-8rdSiM~X_U?`VIK}GJS)R>%X1~=y(FFE0kj~*KQ{c?uG?-!cAfVt86Rfo#e
zgRnJ(Vjt?eTuEM-DeqUwCaVaHDzlTX2LHZKj=)za@BMCcld2g#P+(Ex5y*)!%=5FS
zK#y_d0$0#{_>Zw+2)`~0Wo2DuWetzH)r)dwi=~VR&<V_k0?sYlijWtrr;S&g;{@(5
zC(*g>J<f6a`+`p``Q8n6i&gyVx<Av`-L<42GUY0Wmaglr|J(nM0KYHX$E(aHmb=$;
zK9)ekXGETp)T2qAKqo^$0Rcp0Lkp`PW|q?-MIux4Z(X+sYqbNFY(9_wn4Zmf>bj*k
z4zDbCM?IP{G<*~+`RL@NJ?ZnJIP(Qsxh<FkfGB%WT!U)>r3C=(5OB6EK|-ONmnpbH
zFZcV<oebWP$7LZGZC(F^p{mmMf2Dc+9-<XZA3*JVI$v1YBrhu0e|-WQVk<pfr-g#*
zOyW(i@W7aR75s@4J#J}tlLBdi0tp%Cr^6`=cLonX@CXOe5BzwO&2-Q<rR;Mp%mQz|
z_@iD9`LI1mDyTP|h8P8ml+?7FFC8F9F#A3RJKWi+VFviFj8RVOi=b^A9W_;G52`Bf
zc=8+QIS`0W#q(&jP)}SC5>iE?l+}f+wMJZ`ZcR?fqIPVfO@g^n@j4kW+eULo`QV^A
z--5;apM0!*&pNvHfe(?^h$3R?4kC3kx`XCmCONtF<Q(d7P&gNvLV{Wo>3;~DqUZBm
zTwEnlogB0N!Bnarc#v6zfco{6HAG&AuzZgYHBCUR^1&PDJ2I;-c~r;tpu$70lJU_%
zE*^mFBoLz@K)EJy2l%oEk6?DX2tA7n+xvv5cTZ4C&vws!rWcj8$w1IwFXoe<D=n$B
z^GC#5S)<a*gj{5g1dKt#frf43$7P)^+T%X`=9acK6-A^J5FIC`rYYTqs)b!A8|ng~
zegCBjkPRpA8!a-pJ|IN>GPDJ_43>a}>Vo!6`vPrb<6I8)gjV|5Jnsgd9mDdNth#US
zT=;(VkkVBwYQG^lFtfKiV=0~clRAF?xo3#vI?OZV`Q?lDW?744h<A5Tot85l!+KF6
zk<zN<UDX_!Hwx26ufPP&K<(_3ZP3t~*Z~aaBEOUZs?m4}2<1jogeS~&qe_p%M##K9
z$L$;By#E0hz=z*RVLyQw%Y!eflEIM#)c4fnPVoOyfC7>52Os)T(bO73#x_(WMA}9N
zdnF$6o=o`&>Hn^+7l$|~0Zs@qo&c!?2EaUI3i@dNTC9%j&39d3a2TP93ycGcKxeMX
zoz}`;#$nktz98W-%7hXPq&clln)7ydmj4lK_6nm-2+%RYZ~(9w36wK#mB?d<==+pP
zBd4_2dh>{3a27_~D5I7?<7mF34QQDFF%wm*k*uax3^>t3l4d%A4$&>XV7Jk)T9+aa
zNG}3%Qn`<N+yVQhcYdr@RH~Aelm!_;<O6W-gRmadpa?ku;MWEo!Zuz+iJxAw-sWr_
zQ}Vu{<XsZDYBjy-?fn}av}(HnmF81+z5Ul&;=)!iEA%)FP=x~O$J^mw(Qup%8^Z<}
z$<THK9zA`ABAL8cCYP*5U~IfEt$x7z0dNvMH1!4qr5S*d0KAzQq{o5?fO^TBWX&Ql
z9W&0^ZJ8P2BG9N>PcI3Rj{*cJh=*Gza0`)W6>N$zde!Rws+AN&_Ty9Cm4TF(N@6Vo
z3wE4#Lb+MDPf4WL@l+v%_3Tp$6p8S20|Ox)Ft2uwU`Q18Fx1)JkD8^u+ZV2O=M$4D
zsR9Uh)EB>%>?fx6HfL47>+Jx!h1h7(6K|cF(WEF9;NbSNzn9>Ek5j+)k>Rx^cSeKk
zZ9gC1zf)a1*;ft#I+58U1)ue?apKUc)D+Bf1W^KTJ7d-^H>l2A5W5#3x%16uNBysX
zU2=f`)p}ToTwJah=tT0iznwEf4$Kr1DRFwqvX@cR;qS1olL7Bnif`)!IzGP#yeJy3
zEKn-I9Q+f9{CSOU15EFPt6!X$J?HPe3AIu4Jc1cFdp$pc9#a@lXt4ZG!28HTVf>O7
z<RxuG5ud{Qj6(l+LL4F|lSNPzm##+C<*~w-y*AQ{Gpw9DppyiyU%D`uZ#;v;x5%2y
zJ%1?_^x`iK$6gwWMNn@@qHcM6JMMg+U){Pqp)2GxoSo59CI2i@3PbDVx;OrFeyuy8
zD`i6HW6pmK^|hXME{ES5yEAo5+_NkjLjHE8M5MnuHr{B{)O($iBVRAC81!pqv||hx
z(cXHQ@<(Iqpj#ytZo^v*MwQ;8N`nB3OM*Nlb@=cdz2c|Ne87HNgaCN+xZ1g{Fl;mC
z(+mBOq17C`EMK%?z2o^{TBfCVha+|GS>?)tPVUaLN%$jNQjGi>%`(7n?2j<Il*OC?
zfD?m)hc;#7x}th2IkbC^W*QP$Rs2$%!#`ndDl2>CDm9P->@*X$a67C_SlDF}_4bU-
zIU;syzl_vM?Yw_*ogJzvD*6zFM+XT3Qaz_M8$bfZ%E{);4#v%C<i{x!AyF8(w_y>l
z5IG_Y;Z4_}W=5s<GSTL9<2I_~y8{t|Xk5<bOD{X1EdF6t<RU-mL_$a=KcE2*nAw~-
z&gJ=ktIVT$O0!rEvFa8{sQ?$0pBl=>+i4>0gDRXrptZ4IY3r<N*?<JudG9IkaC=Av
zei6>lM|B(cPxfzkTH6?uLeN`p^`AdE(YJ){CdHNsfI;sl?!C37S;@{%1+q9tMK)%-
zu4s)H=-3L-(mnNc*buvBJlQ1@Xj>z%+jQ%N3I{z@DikXKxe0FLD01CFEhcAF|EVkc
z)$i;Opk20xU}T--k9ifx1qORTp&E8BF2(`rW~wH&I815zUYD-RZsPM`bvl~Iy*X1c
zzAoRup&zZkfx-VtYIL&NzDg>P)Oiuu#QB3ZF)K_d^$0Sl74!0iygc84Y@UsPi3zR6
z6|P^%CIL;kcAoj~zf$6YY|u_>7Kz#~o$$yJrazcAQvj{p4l7uuBLgVrg_e>N&Idxb
zj8mxB_!Hm$Hfr)87fyM2?=8FLgX_v7|LFr>sTW5z9j{uqjxo=TFWN7+YJRBq`0()N
zvpVxM$O@?~y|!@r(_{!0SV>C{e6>Pcf(_n$gUOJ`a+6E%-Qu24#orTjI%FXoK)yRl
zm>EHm=!tj*l%a`c2ff|cl*?1Zi5QR|aX|Cr4Ew2+F$9jNA7d=)Oi2G7fyCaU>LC4=
zEIS=Eb0Z4=yg|>t><J|a06t9s<!c0}{zW;SL1iWWQfd$(UhjM&uPbWhK&dJtau6%v
zPXpw3x~1~1{iabqW25)ABfiFk8a*1i?{Eew7^qt0U#@A9jEBc1Kj~)T>h;~W4R;sL
zqrVskL)&X-eg}y0cu7n&+lg7UG>+i8RF$A4>^)u*l&V$dkwk0-MO;KhRr`-MGLpo}
z6m8i)`xwLetMPH*-f$!jBc~wa+th@q8QG58X2I-yJ6&uXQS02?are#bWP7Oq`p2gR
zC&Cu=$%Rc8pWYrr(FjM2q;xT~O96;>Fz;Q!dbFE92@`?Qcjo;(qAh$3N<mf@h{>EI
zJpWAti0?#C>(-MFjCACwI-cGCJ^tL79z`_-9E<9r@199DUuKH=?HoK+=BbiHPvt>1
z&+>%{%J4MLGSjTs?80_X()=;V*3Fd*+#dRz{XjcBKH&27wTX3gr_Z)<=n)Kzvfl`-
z(TM?-KplA3tMdS|iqvcCOM{`H(5tlEeEdKf0}>7dQUKo0Rra5x(b3TfLkTop=yCeB
z!p2H!5gGG{Q0z9#>k^v7J)nWEy;qgb0^At@lTGZMjMbOMvxe0+ItJjSaH1zD^|2T-
zmY!-E^2Dv6^3aUoGph&WDZE!mAdD1N4SyS&KwXRn;}8!iIJv<2B9fy2&iD4WZ+Y*8
zOEGAHJ&umlV^5fzlL^HdskBQDkF^*;JkDnTeQy0=+n}>W{74~=;(D$Y2U`b=&hQu2
zYKC{nE-2rS2FIOmrA9zRavLLfOS0fT!>_IV%`QnqQFMgIb#GvVf&Sh}U%+GN?DSNO
zVr=S{D-u4$%KCb3tv4Dp@Sk7aJ6^FJ<a^BzBFUaz58a)`ZR|l>LLX!>s_j4lN@nxv
zSoS`GEtiu#@1Y4g_tBPK=%M`3@}$uI&WN=&O^3<N2GL5Y^h7t;&3!k>6^#4N=0Zez
z_J9-0yp=flt$#nqErh)H2C*1;v~o5Q614v#eqV(eeAxLWdw&T;u3Gz7mp9iCA<tES
z%%|T&Q`dh!n|tzg&Wh|Gc>ZiIbIHwv<mhv5%DHX*UWH^IKs>kj3|P;b`1&M<4F<)z
zGS!Y=9q!EN_`8)lHGh2~8n*Nuz@87j1<ze^n4MEaN3&BQ8h(*SUo!aqctN1}-c#<X
z)W2M3@eoFa5SVMG6(6ZdahEH`Ud5`0a|8rvF5hMeB6V5-Yo1kvaIDc~0W!S*5OZ)0
z)8ruoI;1?Jx}n4gi-Az^EO<>Pm*H=W;OSX!X?n<=)7Jw95BCKNsHqx)+2s$kNR)Ms
z!~#oW$9CuyGUO4X75Cvko;~<OKE=hzyE=!IOOt+2wKEFtedwzn=J|x(+-}4Fhy&81
zbN+s__j~FjVv?_3m+wi$8PXcr2$PX6qY)VBn))C$G2solgMbn~$ustme)<c<cv^o4
z?s>7$T}_=E>pl{ox_z@`jH{ufaV}!Xei*ZSb@!|#aJQ(j-@WwAs%Lu`8)o4>(uT41
z@Pjl5hji=D#y3Z-=`}5=qknML1o{W;-)NTc@KAkZyc5J&aS(~=Z>;WpLjg#w49z+~
ztRVjmjCSC^WHiHnUfh03z=6{c!44v{&%J-YHsyDGPjCb{5AI$=20D;Eh^St{=Mmy$
z%%4JX<!2eMC;VUPgPShRV5Oq3*hz-L!Qp8e0g~T1>|)cM!n$o@L3Xh&JO0nSmA3S~
z-!#wrF6ocUVYV%v?E948Rr|I#931a~`NPfn&Zz9y_p-tojME2$CsPGaUNuTojW^zU
zFU^33Xp=w@1X5?z$qCu+Tu^9Y86gW?X&(UDuS(PJ1KJdW%5hn~0$tXi1E_qEuPI^)
zc_;2}YK}67k9?3nq>2_MS7o!zP*W#%rCOL$;t_lzXbJMc?U`q0&o&;+oloTSNzfp2
zm$HMEWKaErE=bEA#8ogps-`SrqAcR_U+Y00eZBoRm^5GpH~9o;dS2H0wdVvDd~{(b
zi?R`0End#~u?MS9;lB<nm^Ov!eUl&hCKHtKnEQ{4N$SQS_k-Pef%ayQWTW*FB}V@j
znAsIwxmZ3f+Rha$Ry}E_9Y7gU^MP1^rHF9R0X-b5O8wj}siGGDnD!wVeWItaJi*7C
zk{3!<W>Q@?PZnyil#Tl;xD28A*ntvwS4N~JMA?sFB<tA;m4CisFDO;1E7I8<)P(+}
zRT=srE%gZPYY0^h!(Ch^?JZtvQ*!$eOzVXA<8cHMUfWj%s#HXj(sEMpN()A-7F{PL
zBykU++Ne7Lm7+So_;ai0KsR9n$K}ycolA@peE1QG;^G`vwhq=`Rg&?&Xfvu%HV&8A
zAaNP@Vj|syw8uLKHmOqZ{UH7?Giao=Fvx2z)tHY&DJE$G=8Iy6<K&0ge?{<~uvx7^
zRxtVN?2pD*!S3wDoHd~X80&xE==mvVIv;aXwLyQfYp8^jfpBdGvIns4I?Zl8!quY_
zS}4G9)DCbb!DtDFmqzc9dDNg@5J;%&TlM%R{w`4h(%Ig(@~i*}2Sr1`I3zXb5Hf~=
zAJcE5((?GI{>_8E9w1k(n?P@`U*N}b#7-{<VqF|*wP}lDQ|H?lu9vrq3n+{1i*#CF
z>vm-JWQTMWOpUU$hAfTUQCwfK$M&YX3fQ?jCif*vtRS#Akq>%koqJ2<b>phF{)2Ub
z!wT6L$rMz4SbK3hDARi$$7r%9{MTAO(_icFiyvs?BNL>*B@-h*NrHdeoPkJQyJ}vX
zG3%JA#Fn9yn$h&|YSYxOrrhuT9#g)kOa30jFZH^L&w5d{yX&<(_OiS4&NKQS=JXjo
ztUoN=<s-urJ^vt*0P{~$sKrZ$Hkf`XRhPSw=c#MLKo>slrS7>zQu(tMkV3S^f5+r#
zd&7XJT#=)L`_!~NH8dJx2Oqr5byVOE-xq-mJqH-2@$msKO9<e<l&kZXNFjCl{C#9%
ze6Vcp$q8x)w$Hes)fk~Z)@_lCI!>IQ^`w@&uy;+!mm-%N^Iw+aE?zvo7$DYFPJjNo
z5O7%1`DWi>>Ed{2Aa^n3Pv!9`D)?}(M-GY5Cwu#ndd}IuE-aiYGAk^Zp)4&`tRBgy
zWd^G#*U@*rI<wn;w(KKSJGz9Ln~<AZkeL{hSy+@=m{OjY1<1zAbK^48Q=dntzJ8Z#
zm{qP_2R65``fJyomGGc)bClC8<gFfsv^2k{ZwhJsySn@9&9i|g8?SCS$<PbEnTR?S
zI??)857~F~J(c+UZ0J@Ude^r66ZK4|eei^aWtgstVK^epFWNP(!!~@VJgwZ$E%{7R
z%VA4CR<!wU*DG3YRxMH}6!<9mTUD|5uWZskJb6HEyC;byg^2Y<p$C&3!#{B)Y|^U(
zY@d?)CMA=}2baSM>Q2Hl_f03q;J@5xpZVSV?R)FbpL)hizOf9av9Eu>Ug8Xrm;LQb
z8vY*kW#V#S%^N!(<CRwvuv90+hhdbJb=IO;maV9s%(@_3u^iK@n#8pqAJ!UoCyCjU
zL`#;pj-T0hJO*z+3cTIQp!oBmcYYy1U5PRt@}lH#lTe_dP}6LWl6lW;hV}!df-+nT
z5X0V<NKaNJ@B)x<LwJYUfnWplrK>Yq@|PHx_uG|zz&giErUo;C$!)fGiaFC3@Lg8G
z@1EgNY|aPC>MZ}bj9+bE9BtjiBVW?mvYLR^Qr&cw+f$le{}*#XDcd%9@00Aqc)Jx}
z(GQAFB|j}0((zl0$Tx9SWTU+Z88apw?s7V+$N&XsYywr(<W0$dpcoF-Kq@|%Y*?ih
zYxPZ_-@26WGR<>G>^61AqZ#J}@Y^`1NOPM6IR5U93svrr7~0K8<^!nB+t04ly~RBV
ziI`R5n9}m6S(zhc{3L?s*e@^c>q{_Pa*sdLO_35857_q7&6X7Y;m??s`M$RA-j^$`
zJmuF8*9dEZ8)Hh_iNu1Yi0AEZFjy1$Bze~<Y)V42s&uG}bf1PK;vT%???PU&*Sytu
zdvy^*t3ZeEqGFBBAW|j^QVW0|gnKAWmAle0_Cn}0=Gqqc#;c^aKbdV{_ddsP3Yv+F
zyWqsB1k2h{stZ@oL0+6a!$gq|>SYdRo7Y=09Hkq!y5MZxN76ivJTg(gFOl(sR=&e2
z?-NO_jsTNN{9bya-teDlYDb^6v^RGeI#Bq_f-8|loX747(-gL$(u}k{G}%GFof6)5
zvp4^jnaVjh{QlsbF`0Mw#h4!sVPx#VjMKT%45E#WEzq-;5=2(tt*#!Z_Q@~i>Xm>N
zaK2<LGPAjvoVQ{cx7`2mcUKo7_M;OB4e-uWp;SL;TpQEoE)V0cZJOwZ(>B8Vza<1E
zcR}<EOOth*-YDG4Qk9~57QkUbt6bs83At@J(-y|%d0luT!P^B7aT|P7{8Ca}Ok2qK
z-k)Dpt#|P69<`Q!9^j$sT(LJ|@!fh1%b}E1FwT|}`!f|R`@?0HEo8K~&$7T(M8+nc
zy=8Au>j%w4xi~)ynU4lP&x_bN#zk&%1}ar}$8TnL6czdGn^3wW7#_6`jzv;aj<b0-
znTkax*uY}6Yy>}V$bb#Q)m3bc>h#;E6wa>M4rOIbSbXy%tM=YLY#@czB%Rqtr*khu
zXcL1C>mZ^xkkzmA%Ce{y_P!&-B+es4v7)idTn$=avV(->qJu2uHBbq|019s!>pd;#
ztg6RZAokMI{CXzJ2<c!jj6><!!@`A&&Y9q$U%g^g!yN<d-e#==+Rn$CjB!7YU^Irc
zrpCk9WjnXJ-+kK6_nFNOE%UJF6}UOpC-_U~X-5{sSq~jTwPnED_~nzJyKS@P;<hhr
zzP4fhgLAP)*|+Bu>5lNvG8ei8&`kO6ZG8W@8@0mS!~dYucBam#vfFLHx;P|l4`B~!
z*h6d_bEh*PSN_xt2e@FCwlLhZ&{LjOxyPTQ&hG?o>cAk7zCgn;Wj@g788eZ*h>{eR
z(Ti>4_dFfok2k4uUUUJ$V&$*P{)>d74Z(o#C36ykC4?QojIltJQ(C)`r6eG$=RdHz
zt#~Lx(8#gn&%@R86{mQ%CWFSqgA7x|6i`!Ob&N>iy>ID7O}aWm?xUhIo<{)}b%rHu
z96KOIrVi?I&T{l9QLP(+e<%ajXe)|r=X^-X0i$y^=sgZ^SbbrI_UkgFi-x(=LRF$e
z>8{<vqZuj%|B<;vlV7Ul`Kd)r)6lVT@bW0|i|Rgo#qdfnet72X(rxG8UNS~Yk_Awz
zw}v=pFnQE>gz7)&{irrsRpiaramBFQxG+$+$=HMC{e#rHl&~xo_E=_L0S$10jst>j
zn?428W;9hwr*XJj3>ayV9ALH45M3HM{1qlv$I(u&b{h<h6^Fxxc=&zXsJ2)U2V6QW
zZ-rJ8#6k--aY+<Ugp{_ycK%bi^{A=8A>YjBx%Cq$JrjUNV*|_4FNVs34E(vUU%!B(
zOr}6o;6X|zD5qcn7>5Dj@^UQlgy0D|SYMi2!R1PZIYGQ}1COQXNwwjqbm}D=ye73;
z&g}Q!RsN=VNH^#SG8^PI)wUAS@X<XQN>z*QqA#qkhcT7!I$%TLaBwll<fI7>Di00+
zT2{-T2LHoxvy;PI>f1z&Dw>LpjzlCn1OzxJG<tTa_H4Z!iPBGIxV<Q>6U8Z^#sAdC
zo;k5SHDHUYmPJ^NgZBB^xHNw{G+fTesQP9vN`Nw?x7q)e64Bh<+dJg0_wt|QOqVih
zm$CpkBOhs_n&4@f8V`FmdwVtqC)4@C%9dby{KdlC$RD_z-mcBVpM$1}e^9N@PtN<s
z;w$6HUN4R=6CvLWD&xo(N1Hu`VPusThn>q8FzwiV-anqu@3yBSXLIC6b~MSwW7{Bb
z4ii#;-s3cfnE@0mN=NrrxBk~cer(OMp2^OLBy^Gv7GCD$f7uPD98y-kw7~sG`Ke#a
zy}Fh^?1ZRlIvv&D6gVv18&t1wMVB%2qR;EJ3Tkfbd=TcL`yCps#~!PKC60ixqlm&t
z7_^Io>(#x%z?Z>em^><~8i4jG4EA~ehw7-df%&PK;V;Xkv#S2WOe>3!NgoAt+sNQ`
z_MF)318jbtNAZiH*>$fOinCe8soxZSPoK@LjUCdMV~}8^Adfp_Jr%HhdeqC_@4jbH
z<2Nke91Pe4oSjDxz(SXG4W4_CHf^N!{Yg$zt>yrc=^rtg+vq$3m|6C@6UWju9&4+q
zY>RX(DJH3Zw*iv%lSmR}h|jVRhnS>vjqb#_ht<8|)}*w<A1Srg!I44m6`$d7Aj+CR
zy8Cm(RQLj3NKOz~4HFOe#34>b*6a(4#Z`R6Xj;xUY{;w^Z8bW$FIWMt!vtgY8iRe^
z9fXA6mSyD);ubsV^k}}q${~QiwQ|bI<HMB4?|g?rsi5EQcpAkE<Nj++u2I<wnYWWn
znQu{KB)4TCf<p-7%0hb<Ay>$%0gz1;#q-goL(maAoV(z+V6U39v1)(E7$$lR!K?}9
z>jPLByYQOY2mi<3TSm3jwF|pAK}v#4p#*oALW?9g#ih7A6p9vy;MU?=thkgyDc<7l
zg(8Jgpm=dF4*6D}_uc#3`;7O;8RLv`e!&ltv9gjevof!>)|~UcuX|=c`KR9{_VvVm
zzqXBet2SoWuw>K)u!fApMB=rEe5oTpN@}?oyGtK>>Miq#`$sp=GHpQ|5)JLh{BBvx
ziKpNUaT$AAiyYQE3O=#Cz#bO!e{zFjK^KFF`qS=$d~MX%e-!cVbL`2tSy2kC(Ttmr
z;tnwB&uAb`3<L0H1nnw19B##KE9fkE1`^-!<mx6NL|)P`AbELTN$_8v<sO2GPu6H3
zX#n|1KvnROM=Hwg6z}F9`Zc+GiSdhlk#Mp7+>B^z_51R9&s_TCb}k}un|Ive4TT2?
z4HXwn3X)N;ase*{3WBa2pBWZcK6d6nLcX@?C#TY$u3tF^A%bQ#eD8!J5ekgRLylwc
zj9nn=Ej9xx>M`oVBjSkXFml%1gsy&_K7R0QR?GTiUbtNYYDehfl}>!NXcV1GZsVcS
zrUQEZVCc8)-M24f7G8%*Q`upAzbn6xu0w{WBMxPcz=uC;h#(V%%t#2Pq&F+5>KqE0
z(X@-Cdx24gqT?!LtW8sWW2R06$XddHND~FD)O=L3E+EiN7__{E1`eW~MY5pL1z|Mi
zU!c<uozZU;Z%cY#V&Ba-CBAzUiD2~@z%GS?!n!3vn9IP$FBotzLqO8Ng3tilVBX(0
zlwklB#-)O>ZQ0hO-|U5>OHrKQt<wg<)(C@L=ra+(q>U~TwFX#3M0TK~gu<C{d4R%z
zdYnW+B*Wp)SU3h6toc=E83$Lnz#-5vCL-K$NLn<u1N6T`jWFc8@+0RNZ=_#K0`d(9
zIOt{x+(9Fq0!V#PG+ZJv_}I%<20vYajSl`M;$%EtY0XF)tkz;IxQKM~wFpV?u;SQw
zYE>sgt;#h9mENcDw#5*k_f_0PF&Ifwd_v=pTr7}nhex|X+mlaW1_+y2SDy6{v|fc$
ze1sy+Zh<6Q2vA%;_^`Y9rh9?v5IpYIKkq{i$qoVnO+zEn<W-ymMrlq)X_QoQh94ML
zyfWUYH-0#6oYh$cx`>?k>U0Rkj6lq)#;?%QN7JnX|E8&cR2*3%AS`(H_z(!!NjPV@
z%ma=pniOMiDU=m;d7W0hffJ7ZD(Da2i#wov-qUNZILaZw`!93Zi6@yyj#|Y}@tNw4
zQQ<~tAAvfy+-NPyA@CC}g#@R2G((Q*no@}{ZmJV^P1VjmmR#vpU8e_h*0;=!uJq-^
zoZY${z{hSUBVPkfj=Nhj8%yfj_02!ORL776yURDXl4HM+tGhRmGtPIuH`{91k-zr$
zZu`&9u47|s>!*{~iwnaq$!i7tw6uPLF#{<GFY+6m8)|L86kfX;&a8f~>gO_^jM~`$
zv61_kOi%litNy_UPyEXBc^`fkuhp-!lYXm-N70p$$>RtplJ_YX2bk4m$%8^plvo5#
z`n3ciiId0V51hdZKQ<rgZSCed+h<`NsvABgdmlR0t><)M0zv^h8ac=-NI=zM%c#aX
zI;e<_4quUCgsgs|c-UW^fnRC4ORhzr;;XIo1;z{=8d`IPz(;`yO<#1<)=rc@_WVm;
zJwtJlh!yyrdVn`Y=-US{(6$}B1{i~W?XOJ`vb??jWxJ|xF8BLY+t-rdwub!9s%D0O
z^8>JoY8()t23S>$G7)uOE-nTqM*5C-H@5w)0$gn^t$AwN+FM<#n|;D&7h%*d#YLk&
zWX<}zMWsH?;_-U-Nb+^|uB@u(<M_sR)J|1xdZzwZ+!lcjmNss;-!8U8{glr4Ip5%O
z;XfFGgl%T-?q_T|K6G}bM92I#?^3Er2rAQ4KkGDqgpWsvdnQV^4VeXMSIT2{*}<cD
zu(J8f$Wit2w<V#&P#<g+3^R&(%2PRb4bcdporFORMFU?7W5{UprynVbg{l(0_683w
zm+W;%sZ`8CXh6?X&P{Ttbw2L^uah#5J_`mJd8o8&2GS-!7a}wx1Tmi{dh(HknbS@E
z2+l-@81llc(S<%k3CuOH!C#hm@h^DFaNx|GY=o_EyCp?113sSAJlcOq`<vEdh{dMF
z5JQT&Y=vX#Ase#e(+k2j^-H`lFIpWm#u(3WKb15y7JR0VbP?GY*nobQ$Y*rP47OGc
zZ*-!o4q<BV?j&#;V#!PJFcg^UxifDm$MK=|MnLtQA)v^RajQB-pRAi#+PGPyNs6rH
z1-OiQxLs3Bs;;Sw<QdYQIA&t88eSz(!c8gYaF7SO6Awust3%84DIgI8B#O7jfR7AX
zj5-7-J?zRAswgu`h?^+n>iRZBtvMHU!l6*}$eyhW{9d3#!xvS|s%f!g#6{>&ND}X|
zEJ<9i3)@7T;>4&4-e8ltK*_?w=V`G^+%$?i)M()vri36Ey%~sDn<Fu>cc$fe`a9j6
z9GXMxl;U4dWJ0C^=z>mYotZFd2L^pvTxxmRHk+<Uj*l;8^E+jI?b3YHv$pz5hY-c!
z^x=-uvxmzes2Ea4ymLhiGw?gQSuW9XAR4?blw+CxMEdQYAdIkd1ms!RAVDYibeo~`
zcSP>v!M6@W@hr<y1CPS|6YBDQz@jjh<v4GkGnmNr`bo7@&eo?IJH=&Sw{@sYhC+Ps
z7{i7;W+1G)ES@pTK$BOk7h>g5nXE9aoILn=u*XnES}7#;(r(b+VI}pm{lOV4LxnZ^
zBt#jo^%pw@@^AnXiB`=Cf~C9Y8#*t1zj5X;78X$nbypb@1-o2g2Qe`R!Jy``Mh!ri
zM(0kVx8FDNAzBzTPaxXlw3qh=ofTxYCr$!<izQzlp2s>*y3oKT$H9l8yPel2XS2aD
zh#4$bBa@(AS^}zH7@Y6-!1h5S+q9{;6^n9hp<hDr#2h!8hB;AN=Gk)%P&$Iw){v-Q
zr(AkdMlgVT8_J>;SY#(a8V*Z{daY6Heu0fjF(8?@(>uC5IqCCe`;8kqPjq3JM95Ke
zQ^~O>Jb=-Q?awc1!B3Q4HtrAKF|_K3{i*q?KTEog=VqN`mCjk3P}TAoWb%wfW+&Ae
zDAW!2MC%WF8Ctk~NQlv8PFG~s79w_67kJFQn&=G`tm|Gh1l!`gNDxY6VIbg96`8_@
zgTMvMd2`~kq|0=hdS*szv}S(!hv@ceCbH0yAUTxaj%E}Mv&K2Gnsq`x?m>&f%BETM
zrVuf^SK-Rt>#H9vIb;X0i;ux&0!_BEA>9dJTuEMM0t_kj$k$5bfuNHK@1@8<z$=E~
z4f>-WgiRaf!U{5x$%kqqJAsS67{(z<+%hdbnmH<0(!;RFQa~6aAyyt|fj+LH143@6
zR1-3H_u_@~@#>#61Ox{}N86W~C5R#gq(UufTH$Sdfa8G5u5_1oqcOs0K^WDFzy()e
z9Idda9CQoVf`H1%6pugEfn@k%d4pi%-grMB;-ZNY%i!OPbN4V`aj}a`Y7FUM273;M
z0`Y1<OaNIh?B^y>yMYnI&*iZ_#YOOWo0-C9+0Tf%25?%43nU6sPc`3h+0(ADSm252
z3x}(Nx@4hwHz*h(P+-m%4h@n^N!0+MWl=(;nla+2!<67bb<u6@L9*Y_6ZwOD@e(AM
z>NwdUSYhKeO_mvvPs<hH(8FsDNYo*WtFT>I85cMJnRB_@kUid|aKaDUWgcuGly}qz
z>>QzZ6tE~44c9-FhHy=Y4j%o}X2z#@BpA>M!#4aOI4fSh)~BYHU{(~gPJILI53j80
zd8^q#VU(DdXF=(zMMX9&EVjnYSTK6*L-Z@h87=2x<Mvk!dp5pQo*C(hX<2X6a$YeA
zJZ2F1m9C$iwb%Yu7fk-f<<D(gT5n?TLV09q#p_>UKd&VFBY(Z4M&6#Ty>nJY{@y(`
zwJnv*$-Y^=xad!pM+SHRcS|5Ff9_oA!)2c9r-=F2H-WaR=RcX-UOW0f{BZ%S$jv-_
z0k|ZyxwsyUjqRz3FH$3#MBJR;BfLM<IyV)Ue*Dy2TUAk6)yy<MsrS>cUldc_DC`cM
zj?$%ijh4Mb@^ri|{3HlUADe=jo2AnDY#U{MV*%glcbc^oskw!Ln?u7A?bbM=gHvG;
z4My;Ui4LB;tH;a|gfO!);^fU3lCJ@?`RPI=*g6$pMnIVi5*b0Hi}5nHKC>wk8eq1Y
z$jjtFK29Gf3*3Grc4_4N^8A?p5<_L~cu#nNTC18($@Z$23ra~|iF64@px_0^FX{4L
z-%#F2Q<WH^Sp=uZ%juY_1}XwRpvojOMISCsUKB};kPDh%RFkNK<q6&3=C(wQl<Z7A
zoTxFPiNHTTxKh8nsqW~4b@jPjyGXBpPa_Tw!8l!#D5-gv5zHlQczNXxU^GHxcK@(O
z=EsAL`9EI{*Zjo_+|T#dqt4;qkV2|Vt`aMS2fe983LR^wPU4+PYJU#XEGa`b87?V(
zY{x#kog)Sp=U0!6s2-J0iJvSKwtoy1Y7Sl}JES>Eji$dTF#EIgh@vJkY%GcT2XJpv
z#zaJXR;w%|ZLQTAnZd-7?}j(~d0rh&l41<6KudKK)q5GcvimC)SH|AuLbSNIBae##
z=M7|3Qs!N^Qq=&<jS?Z|RE&~dI09)(evTB_HotKu?3K)8YLP)MYh6ZO(Du~sy{fse
zmJb{h)vk}>2%$w`Zz9ny^FY3MMX{Utj8$9mRfxOr>hAWhSwwd0mb?fQ19yqGg{RdT
z&cJRAqaTD4uY?c|OUh8+(X}!skuDB7&$HS8s@N6B2h%pr`z?sOewTdZX?x}Gapv#1
ze**;1gUP>Q1d9aJxg3M8!0wUY!iz{2bT1uWEV3tGN)6{&9vb#_$7cA7QQ(_<=hqf|
zX$6Yip~Iq7=^?2())|ipH#r}8Nd29!($IfluBa908n9pK@^w^Q2lW#BB31v6js@qA
zTz68E{0{!ebBVT!@(!phUW<W-%1SSrhY1!~3dW{RSdxB%AEPFsWb4PK4qd4^48on2
z><*?}Y0+55wv84y^;(od@`shlH9ZY3Blp(6oT-=T0NW4hItRfnD3CCF5U|*#l@#!X
zgm~LO|FFCM#g=aJq<L{Z9glq&5Vybt*au-I^p{j;Y<?Sjc1y*;DsnKr=Eq{<U<I-}
zRBV(D)X1D32Egnm3%XHyi!DVEHy6s5fPfz23x-e;{;i7K#n~$nUjxRK0<P;TU}ow&
zRFI4|EbD6+x>SPyIOG=lc`&QONi+tAHq_sQ93K~6Brru#hye=YDIJl==u*Q00#e+f
zShWLrkCz-+kkcVik}k0t!4Tkc!Z1kbWJsi{v3GR}(J&+ZQEn1?)k;w#MNw9J2uDKi
zr1Q5WwWXgc6Gj!Rs2@3nfq=9!vlJkf6S_^f&IFvz39YGWYDgyfSvNCluK2MCqugYC
z3V;2=&w(NGih&f}eCT+7>;^4KFt1ht^<8i>wm4nP5Cv(GCq_ZYU+W%OAdr+Hl~}{6
z^-KA!?)rJ7;T^ohNfS*<Dg!(D0sJjiA?W>AEbDUX=0zI06M}Mk{Rlgcygo{%YD`-X
z!fw|F{8#cR;RuwUK>T9$K2~tvMJNZV29OD7>2-_W1tvh|U4iNEP;Mg=6kt(z(hr!R
zat>W~kq1&}1!-Cl2mc&2$m*Zb<k-r1^Wbk&ZR4|_w10gj+BX8f5(mVgzsW8m&-OwZ
z_OjEQOo@TKz^SXsHQo^(dPO2RG+?MK1ssqlMl7KqnD^iMkTNK!6hV)dQt~yN@SgwF
z9UY<p@r#&?M(*`&H=*v*?fW*@^pPFH)14`i?d@jBM?{6VzYH9CE+CD!*dB~_eyA68
zQr&pOXuw)bB9U(z+C}~b<pUm=e8(X@Xt_keVcq6guR#ogso0UP(w}dkJ;kuqvzd=*
z*LzXKdtTto#(#e&wNi4o_2%cdK}1gW?cv5v{|OKB^6XX;dhOz=`XjPCy&chp9R0d~
zU7C3EhozK*qaW`zw!8aSX{i^j_?)lECsE-B)e8W)Mg+kjdQXnQ)6z_#FC|%DY%`mG
zXZn#FfFwWEfh)b@#P(XRJq}IQzUo<NUjQ>bVwrP(Vy%+mUc3TcBF!#gOfFI7TjXGt
z^ZjnI7ap|;m*QsIwg(dAqu^y14H~L)d;+?V=lC`@gwHctCG<$CF&d$r--zbn6wC5Y
zBrt}JWh#NpM)4s34lyI<243p^Xa((<JSz;_PD{xe;voqry4^)&Ci^C1$5C(__<?y8
z%NxP(3=y)j@XN@%FY3-sU$7a3GwLSve$G(rJ6G*EJ5z-X_L`k<+97X`mInv@1Zs(u
zlqPpxoTxoc_o9E{_fzf6>oGW2Tzu}QZ+*MFTa(w78}hX-wzFDXo0#a$@x{`@(cR_n
z?FmEdZ%*oi_JCK1`)f<LgUi=5k*2M_N9)6_jXa)<C}B|_XdF2uO^s)bGZu5-&S(1{
zT3I;m-EAIk=7c{Dbq@`Qr^EiXaFmx^LQyyxdxQJOyvZO6S0?t#v<xES%sOkx5FCQ>
zeUc_r3ZfnCBE7)ZB_v%h6pEti(lu&jrD$VLk?kX%ed(LL1SQBP7EocHBP_H*E!<SD
za`i0{&QOi$V#@$hfZls5)qBjaWwU2=!;R}7#H`R71%u{j-Kn1oPg=z)jsxcywBQ_u
zk8oiuX10+7fo4>9RG|nM>JJA8_-qi5=tv@=6&*%c-Y~kMZV2SjE701lxE$$x3H-6U
z2cr>vm-N%77)U`N3MvNHbCM?aTTV_OEQTM<Z1>Tu>ytC{w_rLuLP<Jg-Y<hRtKhX}
zj%7$uTtWeXoA6rpEW%a%H;x4p%k6UR3RF~rfVOBYG&>9kN{Ms=o3uB(-^?eOj&4hu
zt*{4*sH26zi$mlJ2(SL&fTt||6g}PhXlrjA%%P2<liwL}cey@xUB|#SM?BvCd2?B0
zA^4$(;R+=U(c#@ZjY#NW+AvN+K-MF>3L>PeSfgMdr1~?-mqh|F`-w+6Kgcr43#)2g
z3hd#Hx!T8#<I>R;Ji_gg95^}|U~=X*?HnPD`;zHKcw}rvB)CH-f}QJ`jrdI6@FfN-
zuDq&+Orgf_Jere&3967mL5}~s$3k<Bmq@U4sOq@p`%1x8$W3N;_A^r(eP3Ti11ezN
zNV2Giq^N|f$b?5hso7^0>#9$dvd!Y%K?9fwB1(^ns!;=EqoGK15J7-3A`05KH<X4l
z&~ZgPvl1&?>+0b{Fg<D~=R<xfZ9fQ-N|Km9bGIX4D7palY__3d{>ev9bMzwiwe1ss
zxyW*`m1NT=eyo9(YW|FVR7~3Jg!dNjRamWZ0sAc>x9oP3;|MMpDLr-mi!$bAoCVvd
z+<L_|*+l7;By#Nw>aPQyp^sC-jM*9~1S)f@fqJuVN2eZGNma>0>&n+AfTA^bbTC~I
z&Lm!HUDHTndfNBvq`g|WuQFB69L<N{WrrvR6gKaLG?O!&oJ#C>VuP{^KNDVfcrrqj
zJH;ei{Dw+1u!EfdlR7wl^!1a&;s;ko{(>N03J97QdZMKZ=D?fPRhh7N#z#~e{iJTN
zIo-$IO5wC4@)Rk+>RhR@5ifqX`nEF<+vDu+y_&S2W<W~1ka}NclH2=!-l6iu74t_?
zYE5war^~cuXsGXUs$!t(9Dp#GTNc>~WUr0UNKtEF+kU4|Nx-n(0WLY8Nhal%zs&w=
z*=#A<RpEmVMuwzZDz8od=5#K#sk!Z3ov<2oO->RP%+AM_De^!;7XQ%1+dC|0kH=@$
z`x9sOkktc1rTAcjdp$7!`~m*(g(LqT%6bj{13L{uFW%m)Vc%yD6wcAxC_uZ}Bw?EA
zA`jV7m+$mKlS8T@E&Fq?)gjyt<=Hs;&pPLNze&%c1Tu&VbTJG*pm>#V>?&fW?f4Ak
z?L$*%A59-dslAzgugAYKN2w<3d!`RFx*5PA8F!8aK57Ph2GnmtKYj>J{}9Lg{rZv2
zFQCL*$|s;om)~#3Q~EpxR98SmbXbO|9CC;9Zt6ILSCe#+c$hZ7t`%jxzy-90X7E%I
zIpi&tc+@RkrH3|Fo$W*}vTXnRk_ALa6FS}TNYKT&3$RJ=N|&`ytkW)86h4hNeh-l$
z{lGWdwIp)n;R1)I1^{FF8=J;G%~S>0VH@NvRVa)C82Q<$eeBS2yW$j~iwD>JHut$&
zBGihvqqeUmqu^3G&vbnYVNF0l81P?W-J!Nij4NWP$M#ey!15}BE&;!`nNb0W7&<2}
zOavH9qHd6PJVKG2*T$7HL5qc*hyFwfRzKjH4gnHLaT-{3%&`h^v4Y3@dO~5^dBqda
zq!|vKywbSdWG7@=IG_MVd+gbhF#fRkd5|ObuJMu}p&QyI!|PuLV{|w$F@!7HC#=z^
zn~jix+)$WDTB=vqaA8rM@nGanCWkO{R?vrj#PHB1Y2Eo(op2g1`%H!JM|O&pP4P3!
zkU3&Fv`Cyz-{CrT&acIGmls8<n#a6HTn}nCcoqg~ErU(LL0wQt9`s7O027rIxOMyz
z4NC~IW5FbJ#M5^3z?<~%AwhS8nB$iOhp=K`x)OI)-nGmhQ+vFvp?mi{8<U31R3q&`
z$3~7$4@A5b-gYV#1PLOW$Vcl$!J{L=Sc8_K0Y>Qj@a&x#%JQfwYF?DV!6+k->Ad+=
z&sGufO4e1ZbF6wpQ{P-3aTWn_4vvNN2gC&ao}M=Al_482AB6N?cWzv&AH%hK{4eo<
z<H%5QgpbeZ?O;XwyWBgEvkg;QTgg_5+x`mO2!sgZ&Ef5GTL)M>@Z#n5;A1u2_8&%<
zHkRv>xgTz9oGy3ji@i8rn{tk}=e`rq%$>{1_J1PLCdU6nocAWL8BtVU+FoAU+*T_-
z|4sAfwD!*h$aZjvMN}hBVA6^G%EwK%^Hr9tgio55>!LsP3GU#@OTE)R;lbH0Zl*eX
zeKx@evnM7K&(~?Ix^aVFf`Dn_DawwCZb@Fzmr|utPnDn$MVvuh!ssXxIVs!`o;OHY
zv|idO6UB8boI#J#s9{OQCY+%%tK#JP8-?XiXqe&wbCdmPkD6lnPbWuD!?zDqDE*R-
zRX1p?K*z30*V4?oR*Tl7@)y|2p`OVbe3z#3NYoXu9FmSnkqMe-8p|l<VB=t*>T3h{
zeCZkpDEeI2_iEJNwlA9gpbiQY;haL>6cHjJo3ZG5NJhanbCO(T9gv%GS23m)4U1wF
zIe{OxcQ9={--xcc=uQO^uz(a%RbTRYP>ydrqtMArrhY@|*KD7Ft!%`P4GXEs<VmlO
zDYoET_dr)<7oEs;PgVA@Jl>gm;rW4)j;*e5z<O~l;(Botz3sxJZO1Zt&ifiU-q|0>
zEqSzhJ>!*MBKm}s%sFAztF8PtZZVk$mr)A7ble+GE4EX926<fPOK}Vr#Xc4w(nKi#
zXr9=|RSsctQeU@N!fts3WD<uK^{V55KELLASBQ+A%YPo65U=2-j{74to2gZ8bizWa
z1xMMx>(Z;LL<^BEbcD<2<D;FQA@q&MwRG-*gv#&E1(U_iT_pPX*V36W);qYN6ckbf
z<rZkaIK7qE)%M$#FhTC6^(181xKFH*TAb2mcqtq+LM=qGS@;OGE*S4R8HEA|?<^(0
z25f~>E9=i<m43iX_lGEV`LNxQe*$bX)6YsYG%M)0=nla@F=LyV_Qud#v6u5#ZH~dF
zr;<+|lHDy!Tts5(0cF2o$k#JkcpsU6$1&Rw$RN$h-^MNbsbL*_I3?hODoxDs{g}E!
zX>XVMbGXo#Ao~~sWKuoPS)!##P4U#mC@3m8X;`Ms#EW@&jGKxmJ6_lEJ_RD78GC?8
zN)LJ&%#~+uAzXPU=m{Noydu^l+=b-3h@3siI#;4prjaU%9t|_}P(W03LdGUCEA6)O
zd$0hB;>y+eaC}Si0{96?myWq#iT|xS2dwQMwFI4DF7UnFR5Hg;LGbF3j~l8VqYjgN
zYK86vRUZN)$0%T~f*vDyu|%H|PqJwZeHIHlj29Gk{C60Hi*|z^FB*dg!iyLu82bBp
z0p$+PYqXlRm~I1fhfq2Lh`|}Fl)B8<aKIqqkA^gZfvSH1Mtd$^Bb=z6HQF8!Lq!x3
zM0h|F0xa<51ELf+bh-p(7Z~P+KFTXzo<Ux{4Z4@`FepCKYyc<$IPS0h1KX=nwD0hr
z>9~QOb=@@*;H{`J)WE<J7YX5Pdj1@ShyM%)tjmdjdYpXCr+_3u9U`*3eAPj0<14lc
z6nd#|AUhclvxb3gA5aGKZ{l=j!QXJs2n5P^rAa4BEE)JMrwpkMmLUF(x;-I~DgYE5
zUP__6L6;|#y$n_wscagMH2WG(51~heTSvpl`xep3f`NlIQUMrAzU=#^56NbH6Yvrn
zRpp%Mq$FVB=XKkpY&ziu+ib$HAy$;5l6gMby^`30uujVI@gu`yaKWV+a7H-^KWYcA
zc58{@h>pW_U`3iR%2m0}xd^jQS?i~f<+VjXzgv^L(9~to7xzNkD{v0sI_=AbB*cK@
z+%s&X`rlqU*)u-bLlssA>wyB_Cy%@j6C>mXeGLkXl>;F}SivrOAVAW+(TPsf6G`0S
z7>dV!L;tmN;ki+slo<br@Vjb+-x{EPUV~_*lzOgfS<6=GI2l)v{d}F7vzED#l4(0Q
z4Fvm*&GTPGzTZn((qX@d92%YKcw$AXIh;N*MCKn{oV_%(cQv~G^><}A3p(+^qY<Qy
z{mFSVHX`89M*n2(LH-%^==KLW0{zm(A1D@p-Trgo`bo|0{?^8ixvRmUp<&rzS{vJ3
z@xT@VQA$c$1i!Ddled)*%1w8Nk?t=}F&@Zai``z%i#=nzJ(ja^;ifqW{A2T4Kfwus
z1_2j@t+&7JY3JA3p0l2{vo(eb(_Ix6NrYG}7}vtVmsSKrhOUpLLB3x&QvUlDcG{OO
zwuXkZLc$WD$b;#rHyELz!7#~!8cmJJyZ2D}F+q<!lObw>P6de;c1|QO1r~5&BtRuL
zA*N28{1EU5O7aLY{hSES+QD#D!Er4O-+Y8W9l0+!6(<-WpSis+JRJ{3kraf3=*4E$
zpQ_VtJAc@7#s>?|fa`@8wj62pUefODv>-~6%NGNut4HCNgT?Dx^(=UamD9F<S=c-c
zrjPboB^D*0ii#itF3wIj7qV8*O|$)P&rTm7j0K+G-FTU{-|knO9H<ALZ!|iqA^ZZb
zV*7qhIxn_fE~MN3Y6J2VD|jI7$m7vQXH(?a=&)(~9Kx&G?@a92*LKz0{f~>2E5ddE
z$NcHn)53wm=vZva7nWY>auL5HuWhgV01;6kaR~+2xdGLI@XRCuI#ecL&n&=>*O8Qt
z_mt%Qb~sN2VMy6_ycD#64O9jTBNbYPmQrFh@(-ANvs6)>1;*Da59fk$EZTa;i<>p)
zM#@T3DJd!U``UT8zmf@2r7h`+yOT*txQJ0(GjnDKO@%7#yxyuFmP|<OXlK1Oe-15D
zv5}%&W;_=vRd$2HKqDVm(DKbu(2JqmK#GAdXf|&MY&M3Gc9=l)49#Vj)gB}--$gQY
z7^3e;OrM1^0;|Ry%&;Vx0b%k^(w&IoFp7|1aPcw*KT1a=gvHI8%V<DEz(YzI?(|zp
zuS;1Y5YSnuCYF>Cs5XBsA`-!S7-~T`Bssn&#R%Q}Ixe>8c!9kw2^f6<W4TP|T7;G0
z&rcmLgrGq!UfR(k&o^HL%AFvf4OAvlR((m8B_NVjQw(bR<__JRxDP4y1(K1EbBFo^
zdkva`2*SWPA#_>ic4Fgk#?~mm301^kknZ^)9wJ2cZa@yl2LiGXVBwz&>LJsB$cn5D
zU@k|w4<2%%aPwO-O~;!set2sjYnjIH^_&ODE811*pzzDRjOIpmOyW)Ym@7e1QL~QO
z=izq^KYL>_G4to=&1_15x)~OSV77A14AqS6qyu`$mJD<vpqKJ(uf&@*L!77(DYLpw
zaZR+91}J2`3Ik)Lh7L7Y88t}LJ&<uSMoi)3GOd-=ru-##86R+ILAUY9OctGka)x#B
z8ld7|LNCd6u+nW|56tD{IB>Q=JU2nYDq6ya)rUb3ykG0{IKR2m^~aEE{5_GCd6WQN
zF{c}3R^-O(gX$%&)8bRnjlaJB#d_Qclq=~qS)#2&0_Vvx{E+6UqEha9%(UXIPKV^z
znIl6Z#iR%*uktaf(gSU}MYO5xnVn&#hW=(3@^Rz}|6ON@iv}p{?A;%QHTPoEy>SA*
za68UUOgi?&-4e`*<~}og6pAR~hj+mlk>8fdsq`BkCxlvs)$cCEr&)v5<MT_H5Ce76
z(?F^NN#N4FQ<C<Z2^(p+I$^=I0?hjpwqXPqdZuWcsdv|@4ly~#*fQp${{#vX_G;)|
zeV*{TOn2Of{5*vH5=PPSP+7;VLFf|uEZs~nB6Cn@;MSOd(p@pruPANP!t!~BV~J++
z`>#p(K~e<T3LUW<Z#yf`@q}Tw^7ZmeJ*8&R)kEm%Ctzj<9zR|he1GdLB|QmwSWbqi
z%Lj@Q`Ft9jJq?#)f0ahl;FqD<l+;-`*-Ve}?@A_X4#8>eW~(254a`sF7I7VdBX6ro
zdW`XN${8Y{kkv{jFifb75DOG}_EkQQ28s#?t`OaV1r^tPO`vt!L+&MFS~+M@&L>JI
zYEf1TCk)45iuRh#f;k-Ge$Uv{(YkOZ(}Co8I$9SRnq5>Q3|A7IdAki0V!;1_9>qK^
zuW=~tgb?Zqm8RgqXZjF^fZej-$tV<75V1ovuE5;s>x<;mtuR7mbv&sSv9-4Gx$qb+
z1IUNsvTfn$F_w@+uz%b`3^ZnPIW!CH0qhR&xm{%bjdZthVvrd@4%x$&2W+TtKt>6*
z3kxR10g0g4G%ethg2eodF{I!i&Iite`~8?0K*0#^v%DL0ZD@z7C>e!aA_%O0tI5TS
zL8@~RtOS(m7%kK`ligYo3mRCme=y@4QY=!g*l3hVuBi#waI(b%GFEUvyVz>njzP@f
zYocF%6+vM_OS3@E7)=D8l(!4WU#l3(Y6XAumPUATOt%HMkxm~j?${xFA)>%Vi6M1?
zEmg}r`?S*1EVd@aSEctmt}%a|>=2;lFZfOmp-V?>R$`%Ppp$~IgR2by4GzpNBqZpF
zLz!>;*)x>zh#0;u9STm?j(H{o_ZMZ+Vp09^kfxj*{p|2VQB?YZC{B!esM)s{^fWe<
zXi^jcrj!#s3MG11nae8bkij+jW106AATk@utzL<;SMV2Ix|=7YR#(UT0iybp`udb@
z)TVNQX&*m8d9*#7TbV^B=1#q<z1%HsynVKI_9_o@4}kcb&B){#q)5PtWS8X4$=X_f
zIuAlb?BZwV9inyidgrcI@}P5VWvkIpEwJ|U&GcN?b?RrH^o>QXuWdQ+B(kys#l`=)
zIUJk0S)6y?mRg?c?7tZyz?azFf9Q1Z$Z>nO-1z|1*ckC7Q#vO$fBy<%ORRT?dIfGJ
zC2b9q+>W^OpDe{`q7lPA^6nL=dlc7-*%<N}^KK-YDC)Fiskzh&E)C_|>PrpVd1tJ6
zo6S8tvlW#Sbx02>Kuh%ILS0r4S9N&~C5ndW;f7=bwde5Y-e5dNSAxxT4vWrOy+9+{
zC;BF8oqXJoi&vnhdK8S;dAa4uv=OTGW2E`9zNMlX@=eX#8RrXZJm<|f-nF(ilgi)Y
zPjZA3j#r1&)@d`cdo`E>(-=8XYr8o`Zn{%nbOG*$2wV?FKz%x76~iOM^>iWqU8+`!
zt~xFbNY5-KCDN6H4T(}yR@Cxo)03j<m5t|*KXqLdgQB_}l17TRZ-^j+AmwOl35Cl@
zjGPHoG&Ft)4h{-Ak<f=bY5bd@DS_HCzz@+M{MoaqXQReM<ah2(;h=0L$4bjOI%Wv{
znJM3Od()Vj(P||=g!QoPX7f?YL%-pT*q4<qvl)z~@6E2`_a*nSHbQrO#?!wPlZQq9
zXg}c&MwR*A;m*J6xV!s{!Krg+*kI@a`Wr$X*i=1Hc(Q~74x%OrtN!yVAUz$?aR!`M
z;S3fS)Gpa3b}_TkQc0ZCXCc|$ky4)4FEVxaI@t`5;e;SRHXc!=E6;kQZr>r!MzIld
zDK#R?yZlCN;TW-eQMlb=kDsGMNNzmTLQ`~u=Nt^qX?%ycNzbP2mb@_?Y|drHwSH;k
z?%`%_?)3MWvxNgLAKzmrFZAy-L18{#K>@!1`-14dUl0?6@+e!swDquq^6~Qm8#RIM
z?c-t%<<V2KaIm)YfbwX)vhet4i=vacE%1V_y%n%GzX+c&lt;nZ-qy|o$|w9-5SK^V
z+0ofe%f;Lh*h$9P)85ir-p$+x%A@$w!`jWo+0op?8tUQp3V2n@-ostp+D+Qo$;J7l
z^-B+^2$V<8-VxXhc>KGcjJ2h+l{Kz}1n$4TkvHn@crXg^7X(FYle2~4qGRDx@S1f5
zq252aKM40d;hutf3hpVmr{JD~dkXF;xToNrf_n<?DY&QLo`QP{?kTvZ;GTke3hpVm
zr{JD~dkXF;xToNrf_n<?DY&QLo`QP{?kTvZ;GTke3hpVmr{JD~dkXF;xToNrf_n<?
zDY&QLo`QP{?kTvZ;GTke3hpVmr{JD~dkXF;xToNrf_n<?DY&QLo`QP{?kTvZ;GTke
z3hpVmr{Mn&3Yuu1ko{EwQLH(ON4170+$(_YJxKR5sCx?TDY&QLo`QP{{=ZS+1s!aZ
zIsXqb#eejOe`SjNyh5V<|E*Hw=lf48MgD)O6jh-DP#*YSvEj?V_QQW`5jEwd{-f^@
z`agY#m1(xxBtMAyE1FrbC-6ZE6mD`MR?*TV5Sf}Xd;u#8Gf;tr6q&BNhK!85h7}yv
zIn7kXYSs~D(bWQd9dc}h9~CpS6MXVL;MZcL?r-gxj}<%LKL=EdZAqet$E9axhCM@N
z#1oJ~eZ-wTUhP8Q18Atxp76pl`_<H5ot>Yf&fgLD-gHYWV$1k@^()Np$loF8?cp9z
zXi<*(E3`1SZmhDKT|C!IWB5_j(Y{hu2x#_xcr9QU<_!5QYY~@Yd1T-@MU7|k0u8;%
zTSXWpymK|$0@cpPJ2$yEzV~|ky{j-G?n=1GuihWQwEf*P-+qWZWM(Oi`hjD+P=+{-
zzQsQA)<B%E9a$hZK6`cQq7ArdC27h~(^hdr4lBjP6CLpv9JL`$l~jj%#$JB!AvTl2
z3r$<r@K=4-5l*7eWsE_6*m+=dG=TXi_jM$z*l;L*6c$|0LpYEbWj<v}sNiC@2|rFi
zqSr1iJ;B*=fKPz09u0yZUZDy)&#$eOvvLYtlSxAno;m!?bUPsHiBk7?$+9zWO;GNT
z>m~Z;?wV~(&BhgBPcTR@0YjKI2-j|@`7xS6HO5mHw8wh*fe?^+HPHnGd+?%7SDL^v
z!k;zFxSD(@pD3=2PXx6zkMt|-u~Eni7rgyWONuZ;?+3((ge8O+bPUR2;jGa2QDhcD
z8Fb&H&{rZZpr{HIMA1F;QjEld@CInO0-t6aHGDh4G|{u@;pdQ325=&s6~0fTKb$Wm
zxJJWT`=N1=LE+c3$5c^OFw1X(9$cA``!d7h?584gA)bXZ<9?gaE2^9xltN3l3@V#2
zeM_SeFkZg}FJS{JN5`{I>>mhsI($DporMa=1u!RoIME`_WU3jwi9$gBQdH*X=1=pp
zUEYjKHNl#sDd?3UZNzV7m<mw8rESXMGxZVa5}!mD_fS~~9MK;=at*skl%XF?^ia@Y
zRMVtj3$BZ+%kfB<lG&#JlN_O#Y{jo1><DXMxlZ(1!*`SLk-QYSq`nmP3A>4wDlO9-
zVck!0iAhLOVk@4~`l|U-%S5xJTvMCtJ=b(RdtOyOnMOr9%~aMD;kKYkW{GrdDdq%`
zU6#Fdo!p%49PymrlbkBm#(bXQ{>jJRhBsNZ(zm2f$M7j5BtnOy%&ho5`5h>Y-$cGS
zS7z4A+Umi#wc+*R-^uv>b}Zu^qaINokqHr6bSx1m5f@P-)1rbVQ$1r2lkT&sRL)c}
zE*~v7qZsyLuHMuYMW=-K2@dI037IK2idoOD6<L&=)2q_k=*8Kk)4rv-CKC><4N|9y
z@(7G{=}~cVzaE?GdT(QF6<e+7NYg<6G}w4RqI2I;ZD44CJLN&zXj)~$UJ6Z0_gdY0
z%UaS}%$n-pLi#nonosUY%cjrI4WX~i;?B<k+gg(S>->ZLlW)W?d2p#QABW3?FW^?<
zs*&QvT*WAn>T*2NY$+3wcqjhrr350d^G550mM#C;)icy*J1KGO#=4o>IvQu{s?Qfc
z`kVL|$*T4$GQo>w);|nouq#c&g-q&Y{$y`+#Buh&P3~b^HCj?GV=MQ0Z~dM|V@E4X
zXGR08IriLH6Y(BCS^Yig8|$~tZyDp-)2GuT-yFyNi)5#3zQ;_?l}=X(6;~G06tq5X
ze(t9&Z_=-1Td5lQmDsqXs_<pz%hY{i@ub{(lY&KftKn5yTX<l0VECO1`c%gRba5#U
z-cI*zyieUu&sxN+hu2Mbh~I&iia$-@jPI+^OQFD8m^=I;WC72Y-2d?>UPb<LVIN0!
z%P+HnGj-jkId9u2e|_lMtrDG_U+^#V$-4X*j)hl9{>b2>BgA_7#i!|l{*|oa)Z&4f
zZ*C*cCfO&pgQkOoe$M^!ZT@5ZupsvJs9ctS@H;0iCjm#bA9vQaR_S)S&X2z+*lL^>
zY|D0^ZJ&u<Gn|DIP)906b`ylgImC(ev-kg2rBX#Jr7BJT>iZSvYk$tKri`X2qfFzH
zriS@H^W3^4)7|wQ^<yf1TmzN!dvBY+_<isTy$*{E?|%}{tyWOl`1|D;Dvvc!n{Lib
zk3~iA4!P-}jW^E;_j%xc;Q_<()}d?w`St!$K#k0cXcxr_+6$k{y(7QvkE`!Ckk^_M
zn#f{OB~y$HtTl{NZc8r1`VWCW`eErE1s(nHFYvc;@y?`9!p>KnT69%(y>y}Zcv3Tw
zCU{!-ufZ?ySR%0_XTsFDy$svDE)~LLWdeI{NuO}k=o;ylH}TtB|7IV2-txSZAv%#R
z@lT?uPhboCqE(9SRB#!NM0$HX(qM^^mGF)1PkD0r_BWs6+2SZ;>*E)QpOXEi(4~6(
zXe^c|9+9>5R{bq+>SnrLmPj&5(o~AFVx00z@*xm$IJu^_W{uXB)&tEGE$m6h$+Hrb
zs1{kFErqL?(*}IuyOY-3@~lg(4fQl>9og@t)14J+wo0~mwI4rzGp%(R9j@PhfzX%N
z>o=WAE=;QxwY6(Kxng*j@Id3CudsvT$WM`)LCeWcqjjUvS<Y*jYh=FzXNhWx8Pr6b
zwH6Q69!UzVDXqOe#%`E%s=Rr7=zcR6@N=Yb@7Gx?Ox>k^yr{bFaL4oRtm3J%SIS<-
z56arwj{`NE<J=S6%T?FSG+wkEY1}4;VlDk%YDzezMR{x8i_iT&rf_ps&ddKy|Lj~n
zQu@KEedEsfx;?Ew^;d;Ux!sdI53`@a<)I;=jbKq4hY#9SoF8u7MD7kl86L?SysxWx
z7M~PnLldAuW3+Jn`VY@5p%|fXp<fQ+^`ZS}amHn}?<*>F-}5-Y9`Zlzi<75rf7SIz
z#;{OhHIeyqNmsH9|H)c~DFdPvF?6jxX1_BT+irjBnfG?uXgs9ugZ*2(*cUX8crSLG
zP3IRU&1b&dG#?$*+fIGe_89Uc%PGzoefre><=*GPs;R1@{n`EH+~?x)W0AS-e&#^o
ztJjO<Jf?2#9&Iz9&*!bLhi$87P3+qp0_y){uGgpSkj-Q{>&@Hk*Y3XfZ2ziuFKx6k
z?oRgB*7@n;e%q?=?+N3N%`^L4pJxz~n|GnXQNf+qA=riB<VS4*DSzy)j!Ia1STNO!
zbJHZWe0BarF4C%mriJE6S4q#j<MF%m&XByh8atJ2k6UXsYhw*4zp8mT<#;-haXnk9
zJ8T-;q8cDBo{Qw!LeO{@UT-wEXWxC1Abi4itaIwQv2b>dd+<V%^JZLNOY(Bp^0<Gi
zJVXumU0guJ-TXDv+VJq!wCSMfaNAbE&c*)i?V$4Uh%&ocPu4UVMWC#u1<K+y8gDm>
zUZYC@GhgWs8;%6goakD;y{LfiHg$oA=dJEvUY?;=DLLezgb1Tvc%V{u8ROYvJ?c&3
z8^=+1KWV2Ki{cXRn|CCGU_FXj5D+*hL>Xw}zHM-}vH4<cvth`9;z^q4*PpFJqMKZV
zLQwH~E22-w^@8X6vEykM<$t<A{d>>(&;9BDyglU;`S(^sK*TLAEoJU*Z3U>l|K7A}
zLXH3LU98~0cl%#LaG`(p`cG=^|8=Vxt3B*C2ZOZia9ptxn4Gmv5Hg7BgfMZYiIi&-
zkn~v-Ra-#s?%r@(xeU!F5pX!|DLbE!oHA4$fe3~P?Q!<-h4JQ>P;ZxY%-S$*U2pa9
z;0K<nkt!n}v_IKNXSnHLka$Jjd4GD#bGLi<RcDryt$sa|UL-{)Wk3dkVJ%e4K7o58
zboIl)jgi#2NTMHyelz{`v}2>c0e;2vdi^T$=25rBwN>Sc0lVeQ$y0K9DJ_E`X3Pce
zSa<MrkwaPsam=|8Dk9QF?9YH$4D}s<uZr(tC^CHN@w03No>VJMd(<sz_xYiv2hbKQ
zDrFZT3KJWj7=9YY&=ZXqRXv@W47?RfOk?@z_)me*><hOir<43D3HZKIOj5r%PtS?(
zP6T>`Vgf=6Y9iP;m_UgVDFI5u=)FO8jI*5bCTq5<H5BRkbM$HAtdWOLj{<_Lu6Hr&
zgd-H4s8e{~^v`=(_-mx-VwdE&P}|Chc145aJ&8S^3?8dBX-F#@`1<g(CJ*v`_VQqY
zZ5VyXbL`3XbY(FfUPB8|?h_Y@bx}8o|DtGLZ<8p1WgtHyQYn$fPi=ikeu0MhKqgvM
z+`)PTKR(}{n}mEJ<))qIg|b8TNByMlW!Jb^V{sk@T8>4Oe@cVM(%2~iK3I!zy1ff5
zoT%60E(6ED#&~@E<E4w7B^d`f8-+E6Xj*qB3bl%uig`2n2LivLCvwj$Uy=CDHcQSq
z6|$`^EWY>|YTzK3`kw0>pS9y&-ocZDEz|=0nGz>Xd5kTmwARb%#RdG`-V$s=x)0yW
zbQ;$h&Y#ymNkSSw6ePQ{b~IVujWv%a-e=FK-Fw;4X?J<(=la^JA&cgj%Psi5yWQb`
zV&ZQP{>y~0py>bY>jM9yum4MSul|qOUfta7uZ;fh%YX)7)7stnm7ArtJAjMuzcxub
z11kHM9)Gv|<ptPD#oEf=T*}!S*YK}AUqp}}DkLgo{FjdZa`6B2-oH)wOP0Euv!#}`
z2NZx&T}BR2?OS^ThW&rU`oNIzpGWC`KPp0vq5o5<|M%_E?tIX{N`Fnjj1P<;f!09(
zZr0Z30}T5Av`1T87%K9w*8bh)za;*D_fm8MMzDPR|GXb);Qwmlf7J>2yWfA81Ng6x
z{C`spKv;zLzpDWV01fz`(tq54N&o*xd4PYl;h%kgufPM80<g4p@pxtK2vi$TF?W9f
zH1ltP0^s=mKPv^`{^v>o|Lb(LYmDiwEl<8c_AFnWRWru$wV_M-WLlS6aD%!*i+WzM
zckl{#=fc7QQ8q>hMiPpK1;@8PEITg`B(uT=dqAi}RvW|T$DWJxiM7tZN9I4fN3JSB
zK@bcO+8B256_32#RGCJlL46D<N1tDSbTkpuA_94<`B4h?oI|&2zDO|{mz2HE>1Tt_
z$;POHw=jl5<ICISNLrl_dV~kC!BX(p?-^A$x_>^9`rK_i@b+==`D=2XxVyVnUAmz2
zU%oq)2W{8fqM|=6J}DGy{z#TKnOI92u8opDqwIArpCzVUFZT%TgpiU>f3ocN`V~Na
zD6wY<yJ8PPfd@ekTOiOD<P|$bZn-r@!R}(~!;f!8xq@!pALzX9&3zFvPb)Q_<`-l1
zPD=RK%7)+%TSED64dgr;RPe1biu>MN{nD+!Ki}BSx$5!1+8B0z@(rgQhu(T9MKth6
zBoONMIonrCT{Gp`V8)~-TW*4IRzGgccQ#5qS-N*OQ5^P#Ny5d0^pT|xaG5L%?3~(S
z<Xk-rMxU#Z=(3WaxB~}8{d#TnmQI`$Xe|ulZ32QUj>)s!Fh_OZFLwl^dyl3(W4aCN
z7*EN59wG21rsOS4(dbpiH(n1SCE4*eX(c~CjJe0=+kNj)cm2ShRwATk`b1VhPKR<(
z6GyNx(AQPLPG6QnNy(0C<ufL}JPPyM1IdqZuh*m@P|(^#)UIo1wCLZ3vAmK`y$_*_
z6)Z;*(gHeizFO~igEWWize`QV%wHUQvduHDPg<Ux+I#X164M~o+N9IzmRV$fp~X*-
z$v1vVEYG$j)R6%%H4`!J;(fl&9aCSbfw-Dv`NjLeq&%f?*-j#S!k(R+5`6H{urY4)
z@?=4u5Dxr6OP`@IZ%Nwh3+AY`x99qzdsaj`hN}_@CG(o^MbZ*~OCjPV3t0OYi;bw@
z2zO=KPmJN3(qaeQSeTV=&q#zVjqm~-l|C6s*LrTSd7G-1i$u%VL|2rofK%B=?QtXf
zIWm5-#8?;~r&QQA(VG{(ksHN1kW80|wvqzAev2Lk=%5{kF*ja#BlTQAR_3KT9+t?Z
z>{{1z%^0mu>VJOs1#KA(@xI(9d0mVJcb6Aa<9xzn361;hL!!&Boh>5THT2Oenj<-h
zq}&SL=3{JUrq2|U%zPyhR_t-)q@|Vrp}J&dFZwa7yqqXoeq%C{pc^U8Sqsc4XszkF
z^Z!D8qM;nj0e<xX0W_drbw)dfC=j%Oxt?sSQr=Ny2?`A{+N~0$>h_+irc&vrrj``N
z7hlFd5QrJ3j0jFL&2(Ap`#2K4SiHg#vrb*XFW|v^<U#aRotw#0|3L($TPJg5^_$nG
z%FKE^{Y6>5?CrZp6XGjoYxpa5%Ec2(B-EqG8MgOk#M*En*6-2z1FM4*x)1n!hxJq8
z^pg%3t>0YG+hawTu!gYTU_K&8I#U2Y)mQ+LqQd_^b~eiakB>CoVD4;X=t$m#=4QLH
z5qbR#pQb7JvT+eHs0h~-lCPj;hFORXYwTNlu_9BSeNWUd%HPmrd&rfsL6Y_=ntf~a
z31bQKpdfYSl^XTdB>oxf2Pduyd1Q=9{(91yoDfpCv>J_tvoP);htZOhiXdKWTG|40
zN4b_X1s?hC>}Z*xDDg#;RkSuOvRqnkl8IC8sI-{1QqNAoIj5PkFIPA`UGoiJp-7s*
znnM{?2-i(ST-X;+`15GH#*E94%L9y+%Nup(L4JoYZ)C5h6{8o>H=$#HQN(6x!=aBq
zksw={zL=~%k99<;h{`8D!Y8dLxOCe>k2Om$)*j||a3I&#!u>r&!Y>qB%2#KUrz62z
zaZ|4>DEp8iLZ~d{R2f<rWtsAclXQ4|ux1J--kvP2-Oc7;wyK*R-N2Sohr9Buu_+>s
zw;XLs8BKQQ`J36YFXhDte7LB&?>9waGzO9aMvr2t3!Z!pQ&T>QWsGhkVKTS(x_cvL
z(jNv3v$kS2?#5MNM?4^v;|MEz*h88kmDse<CqMd7MCRS*<*#R2p?U^kp7{|U=)ZO>
z@>e%5tUj14GA~qdKnRh_a$LN0Whdx*W7lA;zQF9T0r{?Zgh*G!WS3id*%UIyZV~$)
zMcfbE5K0p3L;&>Ed8WiL4AhVgJh`C5yDZqsrJW`7qMAU9*I+WYzLw;wcKt3}<>(E8
zj)vdsvYh9$Q_K$5r1cHaEsk9!_KAC=t~4|gI@w<`**<59tv@=wd^V@dwC6&f<YcC1
z_kyghk=dgfC?4L!?BGON{|P5+c`S4M8>gdl+`*D&-BN~{ha$ro5nb;rDeh->dxBEO
zwSp`I%)P|Er15Xej;O8`%^r<S&u58zRtSk)w29LTqS;;Bq~KbdEXla9qPs;JN|e6M
zcd02cgm}AWm0dEpPPNn<8jW|Rji*`e%oTH$_0ZrBVY%8r%V7J&Qd+g2(je2##fr8<
zFF4Pk(n7jl+0{T6b@Egs>8H!KLE2PYOwkE0RWp9|Y0y@iA1&>t--ymz%E8>fXLJ7l
z=2~ts(u*oJ=6Shb=edlZCuf^qTb0)Hh{E?jS6}?V6yjUP-20-aHPy%MU>7g%@1$xt
zt(yA9x9D;|$FPfDtL_PnO&jXt1KJ-#akP5Lll}wIFXmPp=ECcp3dpur2sFeEjb26O
z3EP%ADsa2+cRZGle-s-}{$eUKMZ5R2dmzjCO^LU9qJXv=^Y?~coyOM^XDK^_ox$<0
zLPpW`B75>N1MzVOTVDI~soI~UDyEOaj~OE4ulH}CrJqXJeh8!d!c~=NtS#AUr`;Vq
z)H5y9E8--&JnC@W5PRNE7884k6)M4Q@Wtz#pq+t>E9P8Og;a39?_+RZ$?Ko8qr3if
zWn}WYzXglCdHh>m?A&xbb>*zksTlM}4$=@R!h!P%2?cPZeqj)e$v+f0k{GTrsAT73
zd$m)=af_{L@~OIz?lWEKpBm;m6-$$mrUe8U{Gp+n;nz7MDlNoH2G8|rR`bE(gHL(|
zlkcCiGt<YkJ5GPfmqv=!v_2?xTq!UxxOjAwrbBpV@OJg*lO88gze()IhqvN42nM;z
z(^d#R@`5ThMw8tcLr(Q=z2$7eua}p?>m#u=$KMqW*v`$jZiH3!U#R|?I!Kv`lDtyQ
zX<gl@bZJ7Ja+r2W_qv;CU1rdYr?_fw%6gy?W<1f?)$g)yKI&>o*sz{Krt^Q;c+0T3
zf~{*XNFan@!5xAHf&_O6A;H~UgS)#V1a}MW?(U7dySqD$H_&u5&3*5DGw(d}um7Ar
zr>b`Cwf0`C%4F9kZRM8ytM^ryajYVIL+bn~r&7xE(C{ik5M#PPW4u5umYJ=sw5>6g
zQSnXjcF%$>)9;)>u7>Svk8`gVKEw6Go9~7nzacpPnAA5QC87^`4XscAuh0S!^z}aL
zl_?IJ%qR;jBB7^nTK+h!E@MjH!Mp$aQaqcu5~f_=><H+W7xW_#urA5+!|eTBPsEuH
zrYKgaSNOcraVoP3w|giDW}q1hk8eJPZf8~F(pl`sc#>``TnArtMr74P<rD};l^8;%
zKQtnjYA~FLob8x^y`Vh5AaSm(h%9moBMdTTdQHu#n?}7e=)$0<Ua#ejp&^2^68St`
zBr4>FRP+{NUWbtba^E8-1L-ei&Ac-&>aE3z$}<dCdf}S!oe%qq4y&%2QW6qxj(Zv5
z3amIR=k}f=+hB`yG~0IAzsqzUhc~hJ(swRd!J|29?^m@g+5supj4-Bq-e*IRAg{R3
z7QcO#KMR+Dhb8cAgIDfH8{;mtlAH+Y);C~n*DG4IqUxa<lv%4;X-oRKwiLT}U`xED
zzm%GnrgRl47WLqBmOvF6`aOI(d+~Ut1q0`UgNz@G9tsf@G!pOCvAYx$<N2AnOQju4
zIA62VHxHi)6f2=LPD`b7OSaL6OXL)frHz2Y57Im3Hh0|$bWQL0t?D1z*yfDd*MNpF
z>2@USzR)4+>)7()$s;5`+^T^ne7RUf0-&x(@YS9~xS6oX_V3I(r+itb^77H;{X~E`
zBdF7r_>>6KOp|9r94Vn_8&h6NDw*%_;cty-N;7TxoDFfzg8c_xfJ{l`zcHxA(NKlq
zcC1(c`VIkmerQ|SH}_5hJ`Sb#uVnZKjPM)=U~eMET6=8v=Ga0xQ$FP;KF1hF_3_>R
z#Y=CdDY|u}ZE~gIY`iQB)=490vR^7!8%q-WbgYh9j4tI@u@8lOzJdT-_V~CIiRD)Q
z<N-)RD_ZuRT9Z?MFS=5P>GJfVGh921OrnXQi{<HwIk>??j)w|$-j5-yeDCd|2N;kH
z(JUH&(q2OW<mZ=r3Yv4*VUSn1%p1wzIEirI9~oIuwNt@;L7yV7uMXAX!#*us0}?s1
zNR`zc)u)#4Xp}T*eQ@|BZoc(Byt<GoCzPrMw@-KH-~A7k;9@nIt*I%A5o=ci6H4V*
zrdPxA3FRF;;_p8q{|Bd-0nr%`<tsnG#8-rF!v5Yt#VIm-IiPI(e5Noxw?$fEIGIPI
zdx@|izOWi7WMx3eIXGmy^iwvSK9X0JT~ebi*=juJi~VrB&U5WbzUC5ze3=YK;sqC-
zAohE`t8MacOdGp6DvqJV4y6arT?Z(?$9Wo4q<8i|ssz^g5Y0Pf)y2~&yjQd7Iq=cF
zCZX&6L}&G(<mgmy<kFO6_Cw-t4>G3q?qXdY%g^CoY0oj6x^O#L9YRDkGL$*krBekj
zL2U2R9P5*mRYn<3@>Qs3iK2!bCE&Ipe~zal=wC4z8;b&vg(2sS{ljtFhjF==wEfd@
zGJ64fQ3*?^IhV;Zx4!d}$LRHB`3!A(M=o!Uq?8f?$zrvP+Ky}0ymX?PSba#m`pyU0
zyejU~#iG@sED&Eq8CsD|kHzTGTm6E3sqH7)aW6gEr-IK5pJI<2{&bTlr?PXk@2}=M
z9g=sRKktsSGx7KsM=@97eUME&-eRJNrxwaRAW#hHcg)+elGB|iu=TcdOOxAt7ASss
z$+hFybw<;fDNQgB{ejZyr&-{zkPW}#)i=Do@b@6SHHfz5Du^b_XZiT>_{BL+jC<di
z^IVeCBsX4(Xd{T7JN*)h4gM7OT0DIw_<sof7&zI%s^2k5lWk-oq0O`QY6~hHMb_!v
zTSx^#nk3{rYg^hnNzcjWGN~XqJ9gE~3WOsJkYRA5Z%xL*MYpzI&NF)<bZV;D^ag+@
z;|n7mWqMvhW)lmPy|c&6)|~DK57wvJdvX20e;g<|J)tHqPhW+CZF}3*Ni-U-r!WLx
zv{;*%;+5WVA+R}UtiXAs+&))d8Gki0RGM&jx_%E0o*netfD~PoEt045x>;rEBav+E
zn8f()#keI(Bz{0u_lm}ijMgxbDBy89@stCLSR0&A_jVG0bzgXr4Hl2oXD!~0hBG5_
zJee^amZ*s^R>AZu-~J0iEfl3Hc&*OmfB0Ye3h`XYVh*Q(5)JflaSNm^+igr{F9dz{
z0nYMDMt|nZ!^0v7d0j;pD?4>~6r%Dv5Tth!Ryo8Q2oEPd^z+=!(R<7dI??*A><25Z
zx;<IWNfphypSqf7!EFfNAK`g-AP#;&xM3hnKS_)A-sV!kVBu494L!O?7De`5e+(`u
zn$W4!s&`GB06j-$wwrz+zb1Wg^+0XV8D2W#5ceP)5gWJRICU<0`OvP>>NYvi4rT(l
z3N9H<Z)0|yw|RR#bJ#-X?&ktlJPR;%AZDLz-9*>WpE+Gkn!=GwL1)mLqpQ;%s@ySC
z(g+BiI}kW?9-UDp)L6hV|5eeEwyrem|35bRz}1P$-N?Qt{Whma_oO`MQ?b$vYKClt
zhT>**n&wiC-s8ua!VtJDUM;Tg6}{<#2v@C~=jBp1I6u#mx$9oC4W$t(ku_zs0;cm9
zi8Ii{f22PHBOsm6GoaE*i3&c+f`;!+nUo6U@A074eH9*5&?EL+U}UT!Mmjos9~x5L
zx@|;gC@H7!Y;i0^6al}QAyu_oQE%W|4N;K@U5AUqZB-|f%W!0(??-H}?E-NGCO6R>
z0m28u4)^XcUla^iLsIhHe-S+dzl-bBqats4Ir81Igp;a-Xye0~@aEQH8iD@2?sJ_W
zJ8bTXhs2Nib4N8wm+teSogIIUr~fBS#KW-hziHyYN3BXZa3gxDew_R3W#x1+C&5|=
zXqyaKy=>l+t<-x$PrvT!m$mhWOt$Dcx*?phJzsU8^@al%7wrHN=Wjg>Pt~0%GPUzA
zfUYR1fVau2Tvq;%Sh=L-Vlwbi4GUS@ZqvEI7c9CK9oGuA;1Z6$n$a%XCaD7YwtGE3
z-x+yY={ueg=|kIcEP~sWxw(AOw#jpTdpNU0UJ|YbEd&R|3^}tJf;?kmZad*qH%^5D
zrTj-Ui6mE`;os(OUE;ky6G%t(_5DUc*rG$Z+hTcGo&jC_pap9lQW9@r8`SJoS$)rM
zY|nV1SsQdN5_`O_NZ13*lK-U!*uWwz!o-+l2E6c^pMtwkPY{*$<si?uDp?ts-%i5z
zG~f9^9=15|O}-nwe?Cu>K}wWD`+nOe{7E5RuIwWXH7q68N>Q<=$WY?Y^zKbsvl-yP
z(If8pe`#Db4xmIL%KiH*Wz1*7t}u5ykWQ5mH#Ba`{~cdg{q~68={o`hgO%v8(2q)A
zV}=-_lJ|Z|8Y!^}JQPH_639<yDt&eAA`|7I`^#gQAW1@hWlRfr>G9%F`cG$z`u~8r
zQh^jHkNuk}jJ3U<VVlA?sr}DHbF@jL>_R=_h*LFU=d{j~gAphKAc|jOYl0|jLO(sd
z`+g8ByL_!WG#)@~R%eLqI=>ULg3lMH?o))zA7h9*i+z(q^-I?Owphuttrj=f5>B@F
zfl|3bpal-I9(C&*S3HjaVzSjjxd&+7?dA$9aO@_Ni499Th`#}!URydDmuVDAjn>P`
zMRNOhoS%-bgSsX%_@xs*$3}zb?3UwIU|0p~{|x`P-NhCHxLeR>sV6FsP7;E3qVy=n
zGS+8}KW3uAb(uG<a$7Gc0Nk&<y&dGCH1Rn9d6vTN|9KX2ziJR;#6k<Wnc!Ct-(7!r
zI;~o*x0wC+*G%lqSKr6|B$typdae4;9c`cF39s+1XiH$93Pa2I*EnE{afhC~nPAbZ
zrM?}Q6a;`aydJfKCiF!&KGR2(T(fF;U9+U*|4-A?Llj0OzR2<!VA^xgLMH_&4%LZL
zk{YjJeZs#0NUG$2+m63pk*FRqb};PskFT371{*Kg)-B|%Zi5VO>KBU5LO%jkOI1)@
zhNLqTw?`7cELJKP*{-+lk0u7Zo7*7w)u?gJSZT0atW>Y^ZLpjV!=u0ME4Q3475p_6
zgQqtxKp&p;S+T%!UMr+Rx6O1sl{Z3rqg3N64@3BQO4)qAR8{()H->E2IGqI?`PDmi
z$GPesS7&HIX@GjI<GxgXSo<zLeh?n)b>cbZa?7>k?w_1m4gzi|ulMxX{!@=(B3=i*
z*@oz}9;xq7hi5}c+-K2-ll1*au?R~RPpkLO`)cy~!|-g@@_Dl+fzaNU>pvQ4uID?u
zyUNPSTW}PttU3Cd`jidEi+a{z{P){s;(i+-nMA2X$4Se*&Af5EvVNm(s}7^(kJQix
z;G47Zq!48qBi1bP&2r7za^3{@s)WgwaB&Rst~{y4vcZ8XKWK>=7(MH!n9w(qd?gF>
zBgp;v3Wx0s2R$zeSwP)^e=-!oFKKw6Nt**Cz@%JwX3}YenIu6yJS^E8j5e;uAQ*S)
zyWvS27xr2_DZ)ZW9vGv4oOUP&;l1)bX4~IN5c(ug@6*<(+v*w+3-0l#OXa$&T`mtm
z#u!2k+H^Zc+P&|Dl1u|y7N@a`dPIS$B})6IQ|sBQO_uY;aJx;e=PNjqhLz{TFKKrC
zyCD0AOA+sMc00I>HfQKPkQLjWJ=<?n{$%0&;kXFaJ)Y1?nITU=jf`mV7$=XmoG&qB
z(*}diXZ^Me+IpAk%;Z^Es;Wbf-GD*fv&Y20IM1THHJ!eV{gqU{#2E((ROqyX^&ec`
z@y_Rn4vGe&JIRSRRc@MnISQo)VBG$vL;oHN*4}M#o~~M;!W?m$yFcs$`}m#)FE)&V
z$Sl3ACO058)3LhHMOixz==~~-hsar)U1#uST8*(-gVp9$S5B{Q5=)1E>sX7lZ^Cz0
zzYV~8o7>A$o%qEg<F(!ho633Wd~CVIv{9_$^yy+H8J{(xD@mnRi_uszt8Sa?72~&G
zBZuvv(KWQl50{-052f=~C$|G|5MOYK8~MW$aIpz^nC0ht{uJ5X=IZ^le8`pNqwuoH
z7V0Gg<+NnPJeq=10@X{DWD6F?Q(1B4+qLR@@^twdP5(1U{g8E1`c&9rzJV3OPRF_W
zE#i~0Pfj}!O23FMtJ#v-MKXJ}N<F%deJ>BYla`SegPFp6Z)+wy9^P-91%5Yl|3O`k
zSZ5{|Ja?xpLd4l-GWt(Ci5ZP#iUs7YR-wxxC&!@Onn1T)(ZvtGKRe?#h>0`J%gYN0
z2uNbo{16{po&vxy=?~y3r`l2s3`?~CF$F{byY=w=D2R#<4-bzv(>PeI>NH;-k=;ai
zx*twOFoHg<j)QGh>hA?AlnNNi7REDq(a6&{Y@)=$ptBLRDQro1a?IFouicQ>;{J6^
z{o<41uVX@rOjY7&a~U0Yk2|7XrO3{!>bSEMt5&hHQoc}=_fn}+!Zx<Lbwh`L)and@
zyRd&*Y+(PW4{)5{oD>8{ZPTUS-F3@mL<?7H)``g#c-4~fn7{L7+Z~MT9<&v{?SjN?
zB1dK&sdYBl&d<ctuAcJuhv}m=6O!UW^{$Mv{N_=P{f-t2HoG=;Nfv8O!mn`|sA-DQ
zd3^I*lJLpUz&-|zDG_OxESb>TS^2Lf<!a+LnD3+m?oQS4zuaHs`>ne?_!!uplKut3
zVWGg%?l;O;j9Be}Bt{|D3A6?JF^}=PJbeJv7#bSVml(xLXjEMcHk{5m@n!H}BRAS8
zEP^1M;FMbA`N|hCB`<G_aj@${^N<(szdPv;_3N%}>>=!d-<RX$c%D@v5YHCxx8w;-
zUJpmCB*AWAxoou}RFsZ@zKu~e%3w7n?Y&PS;sL=Qe%3ZO6D%E+5R_W(OYPFh)-02L
z9U7eN%8mhpfIZ5w>!y!R4>8ttPsR@tpSkV#<V$~iB*tFP8;p*fzT%leCi<`kZ~`}4
z7tBzh01;?DzGC0^SJLen{LHuRue0S&=ZCW!JL2jiK$=VLcjEGNo07rb=*8)lHlD<!
zZrJ57qFgAW34^ug#~ZE2ODXx3J0vx41Z4E`+i7w4xmuI54j(_SriV70mButy<AJr7
zn}5vOTvu6s3~J7H4Wl#(jH;G9`NQ0H8#*=C76s7^pG;1<Y+{+BaEE@5+!Wt{bXoLZ
zoteHRo{(hI@pg)k8)S!<<wJefm+j!v`BLaYlm0p1MUkfHyybkX@BP^_Djs7ptB=-t
z>zxqzIlN@HutK9|r%9+2kfFMDm0aXJ2m0zk>57$a{tDfkuSmGtetmj_0v^c<d~!O3
zEFu@e+oAZ6a~U+hC6$)j<~((kaQZ*<^4snCtvUtZ!S@m_VMm@627Bs-GK4amsFjs=
zVv+{l1j27tZ~a+@Zb(J8{pShY^~bnyjPOOmXkp@@9{Vex4*U(E?+jMHmU}+-Mm!Ox
zn0q17$M8pS1R-ukR3U+;h7CY81mvQBbVfYKTS;d~UYkIeul2CB8Msuqr^SvUsc2;`
z%i*s=hquR=puP*HUgnc%Ffiq8_kF9lzpZfe{FgrFKRB|l3Ww<{y)YgGGteRcjrAT?
zI6;?K1n;d7$$f6Iwjo8|SwMZqO9vSjv+Umg`(+yq9lqR;TM%bV3e=w>7bAzaeS5Sl
z@4ih&Cnf>%$5IP1+ukX0yt2?#O4v5AA_uSZ37`TyxhMc+XdeITzg|2qzc*IE2EfEv
zW%TQRPkq@Cyhl0vHbema?wZc)e?N8&dVH+hX1^9%$P<3P?B%jqxjkQX+Z&2?R~6vw
zR&0TR8kF<!ay2i;DehVLIG)noaTqi9@jgl4R|KarlX%i+pzLtksWaE;%{cbc-D&VM
zoUzc@<4ot%_p?tD)340Q>XjedR^HvU4RZrUt9`)tu$<q|^~&<(GX)6coatm!5hv@}
z%_h=$96nt*jMHzG(CsB`Y3{rXV+uU}3K{a|H|#<Dv3=5VwPptJBohREVYml&zVtZM
z&{4d=G+%Tu)z`hFr5dU&pOvKZ{}oHn+54_4g(vSzp@Rq6R1QK8^QodN-}m^p#9Y=(
zO?I152pA*(?b@!ez^a!J-Ux1@Bu3`@d_V7LZV!v9B6LmV3mC#ep6>kXVL9JEWUgGZ
zuE;a?eN8yU&sP##MF`8kS*2i~hL6Hbz+N96(8W3{<=y?gkn_>hc5kp7Oc;jYMI<qI
zC2Y|1dDSoq=5o3~d9aU>>A7>#A`&RbeY|-4AY&u)%#QTyT{fnDz&19FF#F>ePUrs2
z;B)E0`~s|+wOTljIe0DB14Cew2>`WM>5KqwgzgiK?>uggrWKBj`TTB=6fbdjtoBC|
z)41&h21k=vb}!rbEw*8+^5A|vL!+a==)d66)Bj<+C;kr|lhWhkBV1)yR~Iq2?VDWV
z!6=*cR+qbzd4K2GLfI~CR+u=?O$+t#F8SYsy;-{I2phhh08>C<G;=&l_~mT5j^Fj{
z&HAp2=I1gP>g_wW^lrP4>w)2IqsC2@KjXl1b&-5l5E0yx?P}vW%oqUsv?|zi=;>9!
zSAM0BdgWP>ubVGP4}>clFTN2>4&`$>G2l8mJw=VYohgv+mdeS=p^ZQ0^u0kXuwYJ-
z{)|J$>xf8U{N~Nc;Ahm%Zn_SGKqYOZ&#!w$3kDf4p}H4kX%sAg=oIMXcCTS%P|0Tr
z@-N_KL(TgJ?^XRcG0h6KqZbj#RGEQ=0r>uWzD#`*!s#VxDOdWcG60ZX_jG%wPeIl}
zAV|BxGH~4k7N6aG(4GG98UmZ9Rs8^bFpV8NEz}LTp<DY4r5swR*WPNs-Lp3Stap77
zbAt669+<H3(6=z1Y`^x{hQN5cNPDLnP>&!*^!&`3Pd}##q*`UEpfHur>-2RK<K4TX
z%}zh&&4aQHB_+St%()M1NBS~noR>jAyKMxc`31hmH86`BhSr*lR(Gc}9^qeNV3*=X
zG*p+6>%-weu8hZy6TfVQ#qPYO(nSIotK+?^uM+XT07N78tXB@!e*k2~#a$D19<tcX
z5(NGBLM*>CcH3)q*md+g)mwRr5Btwolf06O6AS%-2Oam$|B2XsAvWu^-dgD6&0)>r
zS)!Mhe)M}|Kk~w7I=OWJLqu=-<qr2MacRjfuWwF*`&|h0do0(|METRhY9&CoasOkQ
zUB@G=%KG+Z!eAS#QlrKQMs0`xiEn)&Lmio7>b+xbj350~o3w2+){ZWh6fhmCGLXL(
z-|i@1;{{*FRDB+-Xi}xuUJL2aYY~fm|GN2DnBeWlpV$xy*kRny<ZvQG<7)2MS;04#
zeT<W$8+&#yuA6-XFV~$p@(CC#mIoK~b=nVBgx2k2{eWH#k|&=9+-~z<?CUQ#EvX*n
ziF@f+v@vE+sBUx6nR!_FDL)ny$UJRxphQ9KnP4^8LKP#q$44yKviMWPFu`kjCHI7N
z|282rc2p21>DwntM-TpT&a$Y&D|9=wlN#-xD_F3b8Xd!&iLqRS-Mtv;@U5}X2=|NH
zUm=f+wU)1Ry+J-2iN@NRjaA|~KXTbLoV#e<bg)QV@ojym1|kK!(;S1ix2f&c=r`sc
zN{Z8FyD4+%GzY%KFeIcNwoU#0i^zD@>&IdZwwf!Bz2i;>riW6%z6@p&`1@^vtgzZB
zdtNL!noOG^v8TjhLgd0Xe~v!EGVl{9Vflbk8k_rbg0*kIMc_=ag2MZsTC%lF)PoWU
z6ATGYBw50p$VdSqB`QW<z6&fk!QI;m?hoMsndCP<u@VW#6`#wa@xtGJLH8CCrlqC5
zP?W$7>HTEKBCzmlVf#c{-kphe<9QPS=#^zohEM!OPNBa~OjzpS($CtO@q+pzildj2
zD1oT8zx~AH5-a@4rv<FcWawL(?9cCg!8uvKFWy?|X?E7)t1u7$drb@oSVJqlI525J
z-`9dG?FzSxQlPb)<WF3#ij>wkgKgaivedwL#V`^jQ{oDh8NRSWm20aArTly}`7d(Q
zo~d!gd+HW$Eev7beKKjMw8ZEYhV2xK2T);}0~YPm*Uh1)z&{{lbP`zU%XrZ%PR^io
zWY=K^z$YUk`}h$)m<z=Acc{9VxQT^XXvPtymTU~JFbZziUgWHVN7tjjM~?`{3|>PU
ziCOSD#Tw+~<I^fo+MnTQ;c}mMsk$n1kDs_S&14}@uV3!RjRM1$+jN_JLKpapbN~i+
zPCg~>&%D2W)#xbR3E=)uM8N^QXwBteI2KaU%53<T&!Z$_+x)2{S-sMLr{L2x#mR6!
zNg_MRUBV7#jtM1_B6q=U<{wu98kaBo5#d<mi*&a?1wU(nVYDfU1dx@Qnu-nVEye&~
zxC!#O$ycZe&-34`VT=BZ<`w!!+_m!6R=n%@%`v3_<0m!&+rvPtx@e#JBlq4EaM`$k
z4z%yi;!1JnvKl!j2Q;hfY5UdvTbE!lxu!@!oN{1vkQ=#E95?uxAC)=rVKKOA?nP9L
zWsLp`HF7Y`?|M%%`Tp_YVe9i=d1p7i7T<9C>uTm<{%191^xU%w>1m9Uq&~`C-MKv5
z(mO^OWf_e`i@*oHuifKcSW+rCNY@yi9#fWiBow1B;Pu#{)V4-3=}{vLGz{PaD*LMF
z<!%vdlSq5hSV&P2#knmP<vrKWRlNuHrXz^Y``>m?Z=Hfc>jGq0SXhtxAt62#5h1Nj
z+wLzO$ix-57Q%iv7)5fKlCrsZxt~7u^u9<F5FQVA$0r_=8KWFM*FlRb(B}*JE9kPe
zJ@lE6eF|;?(sq*_3Od=Bqp7uTjJ{sO?RvR)!qjt3zks(2$V!N>&=W)v(-2Hwo-A<L
z5tpmU+b@YdvGQ0j_NS13_$s+`)|vSfo)AS@gk7s7PB~=3$vgAki%r;HwOYB<kvbkL
z%r83i1|RzfyY-DySY>sy!~+qexFx9T|GnfXD=1OwP^t2;esp)B#NP=1_~sN$CMaCl
z@}*b*76a~pglq;`Ga#>qBbo*(Q*GWrBw6ZsH-hH7D6g4*JO8DrP(I~`g7%|J9zm+-
zUn<$zrG5&`cVFFyBp@36nBo1J#5=^Bz|9+g=3zMVy_em9$3~cys)o<^g<o$m5vT@W
zy}93@oI_YOKwb+)Ld{0cfA<PcXd)C=7|I%~%U43~SXM`jKUppOINqM9BwKW=$URib
zDoB4?W69w;JB0C`m#=6Sg5)BDF@KuH@owMf{+4D`Eqn0c#hM(e%1X5tm2-;Fel|?y
z(DeS{&tuCLGAs3Vw4jjo_(9(xcLxcIUo!kDtTDin41Z93QeunMVK0OeUh*2PF1tor
zMX{eenPGZ1LP&I+@`#?f;@PZYZvy;EG&_AEzY&n_$A4l&bN${{A9c+^ZBxIKsV6rW
z7id>4T9G3~s^xVvsl7m+A^(`POAI56<ND2)JB-^v3yGd>;Jny63t7)dqR@tFQ^Y$_
zgf|6n2jI-D=|{5y-y9zMg;06g$7@raEf0MrH(?Vq!*i=|4H)D?5$v8@?a0D^Uqc`A
zGv*lu28!Iszsm(>4Euj=`xJO_$)w?M6lLp54TQF|r0**!neh42G3UgIY6OOo$1*xG
z%#&m?T#C0{BG0yQ90c-|<yTn5%28*lFw=+dA9sXq#z>bN;j5_hu}G=fOR0)Eh_BT0
zhY;_4rKm3opJhl&-l0Y*D*uyO`FBOlm#O6F^Bh!)OPA!XUYVm=`}h94u$jW))~uaq
zQ{56NIeHySd^NX_lhg+$rTB{+-pnG4#6tz`5y3G3{%o_oOPMu{4dhvqwvJ7hNmIz@
zsVkEleaF5(qODrbUFMvXaBz(zKRQL|2qQoGJXk@bSYyCvKJ5b@f7wE%M#ovt<IR?d
z%t;NQQcl6*gsy{a*TLRf?tT$?gu^KU7slQ$H8?n0Nb<FCF61)gG6b9h3K0FHtgO`X
zffx^D%ir#^*sAcjQgH~r5NcgAR@3^dU{D{xN?^@sIJpTU)vzi4UV=-X@S0ti{)-j6
zfGQOw&mbwbX*${RXf3iXDFl^T;s}8RsTBh(j_Pp0S#EUXbK`Zsa``8vic2$UILn{@
znl3#OS-~fIB7~|c^?|&VX3V9(Fgpv?5S41}wK#fdi*2zR?BA6gKW6OHL(6w6r7k9=
z;5nrHLQaq0&=e>sXffgbGQl`C7glr3NYqpPa`8DIq}pT1Whko+-)B`ED4Gz*&(P1L
z=885yJDtQ>YD~oNLoOvTK}%l0p*YHt-cLXZ8$&4{=?GEqtf!Srkv**%ohe;%xMwcR
zDuTZo4Z&-phwNuYB909DnrNokhn7p<-GN9i&_(33$@aC7>DAKrcLSYCcwdp;0EMZ2
zf)q<Q8Peiin#-9F6ZsWyk}Cg6(uf7bD%N;Th`cRYD{Yub0%1Uz0m9nOY-4@AoO~5w
zs@-Oa-rn9YkbCn+D-i4kd>e>3s!?zl?0t|9oTFFnE3t)iQY$ujPjiJfPo?7-)yGeO
zN%@?Io`}7f_{nEJ!;(U_!hcgd?M4wnp2l}c<3e7gQb%hSaYs>UZ>qBD99fl3+Uwe|
z6|J8(XSt@Xiaur8v78+>%4;FYs%$iKa*?`pi58z1Xyu{`jFFsXMo4rAnJxG5+(x-z
zI={#Q%<F~CS%X5kfyvvvcgNcrr#8h5+XEsgU+?5_*Odl+M-}&ZODkok2zIy>1=EUi
zROg8NY#k_1cJT($#C^_`)C`Q<3aS4pFv!WRD(y@XJm`^VFBBA;?Q=I?3hu~~g*Mfq
z5-<Hlt9TZR>Kh=@o~8U!7DAYuPMu3oPTGu5qvy3Tn9J3;;vqq<>|4(l37R#1vJW}h
zG3U*?PbuSPy??0fl+#CXZr$n{jCgE~<V1E`_4vmP6`NOuQ&oGo9MHAc8>jv%Hi3=?
zxA3-_|IKpYBxs#G$1qkgHg>qi&G>uDk3b5&uf})JTh(pH!mUi&+*txH@S?G|$$tQp
z0R0&A_}X{yc0BNb{nwhKKItHfhEzGZ91L>QHGreS+Brjd2V2oYA8psK7FG@ZNI?f1
z6Ksz9n^VU#y7ZhKi1fTVQ;K~Loy@0#1}!c=xmKse6d&T&VI!fP5A(W4msMVs8MGHU
z(0^RM2;$#;<g^FB`#7JQ&$?Ls(`m;-g;y$36>(Eus9bgM7S|4FW;823migl@Smrgf
z&CG4Hw`H=s=tR4?d&|igN=~+Uf82`ZbrBeT=PAQC59R)-&aCZvY=A(l8#TM=Ks{G?
zb*lZ7=>;2~3-+t^*By_v>VAMDznaT(^*lGNT+VzkK@)3F9nz#Xx%OS%cSzhAs2i*i
zf-GWe8}-PuuusnLXrXn!L(t-%viSqTFAqVMzXPqFgtJGewW$@UCodCpPNA9{>N4=1
zYK`MAT9!BKSXaKR-sCs^oVphsj#h<^0m#ED{IOUay9GP5*@Y|kXC0OgJh2hD9!;Om
z^UzW8n2crwBz{G(BzyIM-v+SL2f|X#8+c90oN6PoL!b9nfDcTa*f?AcPaAsePnj$0
zeFe5d!&;gTWGioP8f)KaYa-h4%6>srcI%BR+;kxnGKMOiof>J<Jo%+C-mUfXi;CM4
z%vEU*6(FUT)UX#s@<Lf1%Cbp|Zj?fZ#=uQJlX~%sHhje7<b$>KVii)7vTJTfE73l9
z&^s_bN=}yjLg9U%Yjo1a%D<_gS<Xmw%daQVaz04ReBJ`z80GvkHS-i{sNXHxwagU^
zCLHgs%>0q((S`XLD}KJy{oQtOF@n0nLu13E+<R(vdUvv1u{q^}&x}l;Xf&o#a+rTO
z2!$l2gYt57*=~eH%bZRB?I!yOmm=SAD7%+x3V>BIT}+2(SCg1EJMFeTfq`G}vdV>7
zVz>{Vf=8c6Sp<iPJ=*rQyuzl(mI?k12Z4Hfa^sAEn=M|oy)y_jv}DEXPLple@M(7S
zeJ_Xe$N@1lt5Nzb4)MmjI)%YjaBmlWVs5Z}EtV8{?FJjxcrQ4@Y=7QkY~>>cQ`B_f
z|0?;QkQXt=)Q#U!caCA&8i5$FGYeB;##;G*JtGO$u5RRZ8!vc@RPu=;S2(bJqzaUX
zZ%c=Yk5H7|d{-Zvbgi_O3-n-qCNWg9g9f_#y`z7IzD!S$YuU+-I{D0&2{y+JwKUUQ
zj7YeM-juZ8Igp_8r~6gg!+S3W6>0TSuj*|qH|j=bN$saIyZJnAkg!-KI>1N1%Gkgc
zeHO84gh;m~iq8wGHmQFAI(f92YQam-4Wv5GVRYP5(oRv<vew%;sblfYxCBllFKN`F
zES#pAWgH5}P4;KL?56<DCc#`$(`m~z74ya(C(8nNjG3m)^8AHEj|B*zr;SUD%jkqb
zW09AOV5`c@Lj42T8zwf7`Iu$J;hG0t1Q*WH>s_OZK*Ye{7TKrmMLGdKrEfIIO#FV;
z&k5Kzcv;8wCw)nyO#pTV%jv`j!Eg017sV(pXimbc*3T2M-n_ec_&)OPFF&bduIXUS
z)fudzk<LKe_)w6DezvcMhbE(GoubdP%4HX2cn@UN$r&3|t~s^RV~0kx&v7?#2CY4`
zJ7s?QX(*mFZ}~fS3+qlXTQRt|)Tm_N3K9%q6?x1?De6)3B5rD?kWH^>v(N->zHE>Z
z4Y={jZb_M^k%!J!*B<C_1<LTbh5`F(I*D^;iqeEW+U?8S*V1vP^V%HEwG`3p-~{*n
zxwVkKxk%kbYH>(crIvZ{+1s8E_gwyU#~YfI2&@zcVoonlVJtreib6G84@!q6_%mE1
z2+43EBv7y0=jD}~&N%=EyKe@{js1N0#tBs5PFUbhCexEzp0lQ0^J6S@V~2L@HnD=K
zZ~)>nVXyA7b$ul~@Iv?zC&E2GK0GN6c$H|#np-{9HVr%8jk|-W=55=P3E77V-Ys9p
z>ofA-%#RqWn%bPPosK0s#a=1?`PD+po35?9$QCykvBe7Ucv|Mn;MgdJfA8+JRkUb4
zDS!6#{++YZ2azq=pV`$KLRKxB9^`w6lnQ4TGlV)diia*WvS)uxqw*Kh8wkzJZTFjY
z|EeZpos<0-JRVP<j`65X=W^^ytw3vZb;vnotWiDlW(jWQJTxCDX=ije=b09#2l++d
zE7GDC&38R+7{l!_;2PICl&}?DZv5bXp+epqEivE6Q*W#uXmAZHMHQth8nVWV;9h%r
ze1ZRk#X;0CJ`ozHvQxcD@+Z~RR~moyPaUUInD+9c?AUWE#)VCPhi}`s;KsM7m%Xe<
zW*{J|g1-&^LF8LQ=D0WcDM@vey#oWEWJ7U-nU6li4Qqa%moG`W%FS+)`#4f9$pvzJ
zzB)-RQFZvc9UP2Cw&h0mKKP2dPkbE}fJc->lq5q#6Jop8+TytwM5BB_UcwFf)xRuc
z^N+mbE5!NyEf~*Ex7uX6=O?OZ#j>Bv#$wc!0O=g+jr$o68GnMA5Xj8)faM7Z0Ob9$
z{cyDl>(g<pQ2YJqB98i|24yNww)P-DJ2VwtYAHFReUy^Z2+Y%3x|RLT%n=Eg{p-Zx
zR^WT~QEgEHpPrKhWFnd&RRF)?Yo0jG0F4h14%M~7Ugg>PQP+nYNjX6??@GgAmN;FX
zDy^+LIR>a#s{Ey^K*<x=W`BjtD=qC}Y5cM~zO*-xK0QkFv=lpoz|mhkrm4vvIbd>$
zk!_lnA!(DI%a`6S{gf@~FR#qMnyk#}a8;(=Z~T?kP$NAfX<2feolV$XnC|5{<p3Nw
z1jZl}7y@))Yz!ulgCD*@$|YPJGEaugRr@Rwd%I5}8AV0NcO6^fen`%m$+VG@glw{G
z4VJVw^SWR6Bs`WWxuV4}my+_;$<0OOG{GZqpDzjfjC78wS6pIrVtF5}9J`K2`3M|p
z)V+nX@_BGJ`ei-G`C`RwgiYfGCWN|H(H9?Hs?2(nZVNz$Mcyv({(n=r(~i#+xxiXs
zm?r59-GoAap>4C1aoU27-^G&;DEmg1R~;dWNpvtmI+pMAK>D4x;L+-~FdZl50JU{D
z@0a6*Nc_p;sqCvNA1}Yj&e`N$gD)C-WSwI0RV^}VW?-r0g;8_nM8D-!jeuPSX>1~S
zk{gp=+D_;VXt6dqD7~VC>d`p#vOL}Om)CbpiT7l0aj&#V<4V)pU6(RU1CX6<=NmyM
zfu!|uLFpx}no|rktmqSd=BbxZDlcCJ;c~DFQDX10+5<l?Xx?0mniedU40Kql7@ZzH
zxL_|Pbq!XfO)?JI&+(n!fSZ~LAHYM&(4n+7x^iOg)M@n$0Jfkyu-4=z{QZ%!_cZTs
zVtnwJ(V1SH*!OOC$9Q+wA+u`5IzEV)Hc1uIJ^S3NjJ91u=lx5zRm}i`5FsgW<MVJ%
zc>{qD$iVr5>CXP&j0|h@fHERnhm|WGTTgb7vt$Ut%ku3nnr+8@-arK1R&?El>h@5E
z2@3%AFbdD-;2d_+(Qp^n2E;>PNRxdb$jEk{d=8YR|1`ebar(S>y!x_u*W{C?wb}sW
zIU=JsazA7*d|V#onGCAzN?_RMs0~eTIbzyG`U)U_It)8+n}l+@&R6-g>I=>Hm3%RY
zkr^mPNJvm*JJ+lHMM7VKS67Q)#N^|xUPtbA|7bQ+h^8$MBIN*2Qf5&7v2-k)vA&ig
z`P#>pqKc;J=+zpc?$QBtSOD2CO!nw!jr>xzsHgBD@Je<@FPkRGY_&Visnm{^an#7T
z>@;&*y4>wI_cz3COuS<<_PBDg3?8$?7OJp(h#<oF^NjdW)mp}R2{P4}(3hqt;<UhY
z-R35!nflT7MMw_Xd+gUu33_nMV?C+1RWx>mkIvAa#B9Zgf`8ALe<O7Je7@Q=`9#cE
zof`A!KRtD_|0&}4hQJ(DMdxadb1|s%NY4w#Lzh3H>Y|LM6>3F%&SzSntfFX=1rZXZ
z?g`sLLP4BJ8tC9V70I-(vd%-k_siNX(u=-%163HP;rlwKGLzhPH|N*AOUueyWx2xB
zv%a?a9kyA|FK<(ox_)=c(fpO{x=)<vbAcKUq_4w^<c=DC42#2KTHo9qq+C_w=A`xQ
zW_T+#kXm9+LV&3IJGQ+9dk&O2U#=ZpW5u2B57a69=?8)apu}@QpPhiH$X0x~oecDO
zaW&n6FMcM%H|t*}!P&mt;5rL*uk}o?JECxrJV9T(hlkmpMY?<AfH8j07q|EY23a-z
z4%p_n&kM(6l1f+T=1nY0R%WpFjc;Q=37UNRf$6DBp}2{L0_%%LMTXviZnT@tw*#FH
zjq;4E`?g$<vB|JJffw!75(}nI#qqMklxi+gB5^`|ggxLYA9-ma2~2kn%+HMfCbewk
z0F$NlOL}gDcH2wSc?T>jgruX~gm*lEe)GAs@u!%Wq3PX4S&~JN$Pf`@oKeoR!*$>b
zIYLFq9j^csL}|QGE=-vyQLYxRR>YnXffR5b_L8wpmBgIF{gv{dSj$*S`L2ka+4*gR
zm{}2ZQ)3nRjNg{97f62~eZz?BxSnqg?jLe+ln#-Q(L(09->|YR8$;RZ_=cYdN=3cc
zAtqhAX3Y`Ekm}$ey}dw<l{Oyk?#Fn1ys}!Au+XogWGC^#QbM7!fnuuo+MQ0owL=n2
z)N0x&M_#}g1EaKcSTBHP55X4oS-#W7E^31KjBA3!!Q7BF?F}e!{LatnUUg$7Ks0H5
zz0P}i1cHo#EF_WZLq{ZrHy^z{9UsOph<}$g?R!-k>GlWM!=aKBV@!bM`qG{2Vf6<d
zSjUK9CK6pNEP%KHrg2n<yMa(;!z}LK|2)4^I6WSC&Bvx{BgY+|+h--olaxC3=qx~7
zT-+aY5>_&@K3BK!<)Opy`?H%C`>RwXdi64L_R_%}A)~+FyK{OEC-u7Sz2DcPy0BVb
zUP=_rrpi2Bh8zikeQe(%1vIc9pKK$)5rbl3De{9J9*_}_of-0`ZRDe79Nzj+-4Jt&
z-jfRu6Fz>cFp4!3`y&Rk(-7l$+bwReQ&Mhwwj*gj&88zLBo7dw5%7NYo<t@QaAp>v
zp0hC2y-ao=D8F`ivAhwA3H0-Q7JR=nz3seQd1)qdyUldxwF#C=>G$n-2)hVE6%162
z2x8rp^>5X;;hHrwt#&H2G)?3rIb*>SyAV9#w>pTJEt0ozA$m^VdCPi(CmR~l8tv5}
zbwjaYqY=U@Tq!9j8R$Yrz74_On2m*h-S^_}aPUUWn7HXSkW-{guK)Jo#5BN;B}t6i
zO8W)PTX3?a=p@8Y!;F-yEJq(%jY4sDs;2_n2M{rl%lz$?`{Vkk-JmH)xS`#9!^0(^
zk|h+MtVc!@y2j-!x#)R0X?~_3#}=7mdKi5Y`(iXyh@mb(AKTC-^npf7Vju$C@^CP&
z5uB6-vT@appqMx>1Z@b)v|o*XkM1=(4O+;rZBfCid*4PS%WR)Jj>Hts$skjGzZK%=
z;}QNG#(3xFH}Kdrkg>Nes}<}<D8FqliGVzel(urBF#K^Tfgl-$NS8#1Z>`hKZ5tj4
zvwW?E3wcpIr<KrcYB@Dnls~W??)_4FTyLY~DaQBpjE|2;jRnDEZt00#uQ{gJmsg1&
z^#{e57d$l?IRJ2*4a8UFW$ebqZuH}iA8X6RkS8IK(7N7<1;;Gw%}$HJPob?mosaIB
zJE=8&5ug^jZxxP~>H{*@4q5mc!p=tuImeIV=u{P6UC}7mKh`nOBHy6~hwD-y8Pc|m
zjMTWHm$=>;VL(gp0?o@^$41<&R~zj&!s6-VNjo;po@h1zWq{BQfNoP8u?t^YY=E*E
zcO0YD)Jg^I#K9J$s~kd+9|N8x;b$Oc{pnEXIW{_gdp)}8mdNf8hTTC6n-Q(Vq+<@q
za5MNAD%b;Nft@GQ{EyU#_CL)Qn0j4@jLQgKA;Y+@zjR+S&bp4<V*NcRyvLjgR^ChS
zf*0@s)Q@F3;!mdYO=iK-is9(#>1pQ3ZFcHw0II@^a*;Bc_ZzOBtF&#iI*3wmu!+g7
zrj8ZOnt6V)jHy9}m3M(Gne%NYiI7oKX1z|UMP`zWt$N4mQ64wDjWJ!OiB0_v>m5H2
zd!z)ppxc(5&DDs`;??UcD`{Dtz2$XQ^IspcT`be*2H(<DC42wle%axdejZ_Ly}npd
z2HZ@?yKsOgbnG$AZa;4LS@6*)z3Q1;fuCX$aU8=uPJbfdJUt#}(NR->+a)C?CKm5u
zr}CeF`+1U>(-P5IP+#|nTe}%x7iVePwCWwjeZ0nBhpw9LnhS|rHADCwpZmaClS999
z=})y1N=`Izty1Tax-773t~Vx7Rm=l-03`Uf-AwcO5PMfSX=0N(Bz~(Xwy@GL=ZpV5
zd9PICTVLef&fyLKFa8F`o?ZP>##GS}Cv971+pWPwvohdqQW(?Si@|i_$2|G#39*+v
zW0=ur3O(qT+^b;k{4U?A8{4jn6bQJHt1;@g_qoWCi2Xz({jXfLObuqFu#CGDz<iSo
z6Z%>70L_P^3|jT(PwG0&fGhy#!%iD}<v;BmeV@nU#!)#gt>(7LxPn!6ChZpIlhk-G
zJao>N-nxmc8v7Lf;K8V!Wv==?M$5CgVA@T=5;q`xh#tV)K}LqdS58ArBwx#9i*fC-
zIM!JH&s8|n)fdil61(mF+TrVWPDFRBA9QLz{krH6%Len}dnBL9-}&$>I`nth=j3d&
zL}$JnP3OVxK#+YYoUzkujS5it&k;ToED4~-wd2kGs$GCM=7!G(oQElOAwVT4e;5^>
zpkliX9$@ftdmA_k&Yf>!#z{NC*r;lGR#~MfI$;rDH4m7qKs8j%K`EC_C923=o)Snm
zOWhVq803p{GnP7?RkuC9rF|ay;2AJ)9d$6ssL@8Ph7(K>`2F|(hoo5u>KfUMLl}$Q
z)qdQDx|A0fH_Nf{M~Hp!=m)_!74t{BV$6KgZh?O7$7ZAM`XwIn_2eUd&4wLrzzYb+
zjvwIy2nE>IDe)iI8-D0FKK#8aq&eWWx6E^v@wZIa8Q}+90adooN|&4_f12z)^s)0U
zs~Yzh?RHw+%*Ysp@9fukw}qM#(^rfJLitFRGSK+VyO{x<?xk1)rw8{<&+@V<P1Z2e
zOARZl!ZlSNZTNw$_D8CN-3=-et~5K{$kc|SD@6Sb?@pr)Uzinff1FQW>@!MVZs+P9
z#@iD&;4b^hGU5}G^sp|{8GLnqnDV!$zo7N%xK~vcKnN3NL)|}m6~FMt`KlR>sFckV
zjKc28yxfG@V@^g{E{i3mb0dkkMTQa>SEG|J)ymY)VMYf+9&-htUVEupMcA*QYMVCK
zcF#MauLfOP-2ta_rHK{R0}`-H^v;?I*$cUCW(cnAI(73M;tO?KozG#&wAtYUbDSiy
zIz0IVz9(<AT5LQ+CZ{Mg9oHI9<?3gXgk7T13At$Vh1rr|(c;}w>pqulC@LV8<Qc{7
zvF$^$socfV_H4aYfp=P|qTyaRKEvt9%;Uc8UMlk^(etc%iZIeO>V~&@dk2tp+q7Wm
zqLtoEB`2u^6U*`?vE?7L<}IBu{^_sJIv+p+@ze3pz3ySQ9y}(kue({QMLwV^G;6MN
zHaq5Wh|h))`D3&yP^GMfJ4V%t!*ilA7^|@V_W+-6I=@s|oKyh|F0fbFug&$mw&Ts)
z=ePg2Gv$><>luB6yd3}o+tsfxxAT@XY&cRFO>c^0{qX3u&gy|b{W`yRlvobO6*Ste
zT5zOR<D#eh_z5#jKm(XxPNRT0ZT;IE7)aL$V8}l&wa8QstdJj>i*GJG_+0HlV{mZX
z4qr)XISD?LsaK3~1?Tj>{F#duY}-BlXTz_o9A~9c<$JM%`@_g^#j*~#QUig2q=9Sg
zFJk_Fjl2TJzZwA;#=;RE3+0*!UQn203wOlB8!sgjU1Cpskn~EJ)3PVoO1%;u+x#qp
zi@j`KPNN$7!+?Yqq(xlREwH}t$d|r&v8GY)I6RCljo^W5dwrmPI1X6!db#gy6CY2h
z_UIM!P8|9@^YgrA#cz8WPvp6RD{r>A&LFrzD=&yhgpdx6(Ef8aB&eGAP$LqZ7J8W;
z(ulo*Y)k#>0<%Mhe=JNq<UgIv51G&?+yAo2M>5eJfMlcuc$qTH@z*bMtuUtZq3RK3
zryV`+(0RNz#KOqU%iHt}Uu+kb_pWm~9J}B)_-Y%3_Sn7$E+FQ%(7Eb;@1CmsS?QLP
z<j8d9l+WkRq(7RW-=Imv*?nIsvA35BbiS_IWV<epDFo%wzPgGp%+B`pS>Fv)Hk;Tc
zqsPX^_L0l-KghA$^bL7*+xdG(+-UGE&Iz}6oL@ec_X;X645|0LJLwI^2!I$qMqA=|
zS3BJQ2*5!oMYCFvPZdz4bz428(h=};c)Im7VGHfu{)6%3Uq5DO%~JVN(BvkWdl>gX
zRo}CJ>6fa+WWQ8y&rSbC42>M|DFge}H;8)SYxPgrB4+g|_8K26r0O1(#iS~I0k<FQ
zZh1HM;sKq&+sz`@G@EqgPjWtz?!piOA+}ABciNuR>qe(Qy#7JPOYIpomxT%x7av?}
zcHM_4(I|#{-kqM_J~<eRRctnMvV9T=_7ud6T)rjTbW(CSVQKgBV$o#4eAni7`lNeU
znQW!s;%x!C5KL>bF4bw7F=mVQGhc)%`*(VmG|_opPGLPP9VY3+1J_#cKLU*U!+xUT
z8{xe)PxZ=+21WnaA@_RrpG<4CmY0(&)vO!H$ZqphXGSC9Foy)8p`i3M+GyFW*6<6Q
z>HRlG^<j=EX5Cgs{SFc>lkzm<(JfTZHpj^Y%Nnu2LA&K79Tc_$W5;FfAV&+n2i0)b
zEFnkITBP=Y^GIYk^^5`YhHzT2?!oxG;+AX6M3ba1%t)c(hZ`bNdBg7zglP)8Aa_=7
zT$Rf|l^IEHzUvq-5TD(L)D+2Gi5X*ye2bjN4<G00C1&BV$1fPhaeO#~yTgBi`oNA7
zbTaMHzxp8nnC@a)9(r?G#K6Hm9lk^5+C8sgOIR{=$egJ6qqAG@01rg^160U7q3d9D
zp0oRy7|i(op6F<grX%gnd(t;=U@<4?wy~B{XR21LK$%o71UW;c)@$9P1ir-4^25$a
zX#aLIFSv$Tgz=em%-2gz8hInggi&e*+uV9*8&0`<JIY<pwUQu}Ik-G8xX}|?cinkZ
zgYvl4K;t@U0M*WID>j{+KLjRkD8&E4Sc(nKt>MEEeY)J*>kmJ)YkBS@1+7Bc+8qEC
z<9;2hSCy-ppZ;hCzx9-UUeFc-TqQ|Qw5i#cd>anTz9#i)-$k?a2^_Z!;1(~MbvRFb
zdAhTr5By%_&}PEL%fy@^_>{EU0g!}iP}i+!J+oXk=>UYrhO>0Xe3R?V?7Z|KmwSr>
z#D6B1kfMGENO|{bR81cDQKwiKe`B*9^oC@kC24Nc)9T_ma9A=ll4x$T9jM@Z8{oJ<
z;`@9>muzLMmZqE`{8{^6?ou!v9E6B~{1Rp7F_jI4AT`@{oZsSpQhbRkkUEG%Sb(=(
zN0F1kRQU{S>_%;NkY<+bzHm?9JZZPrgI&y2{j*Xcw(07#6#<X?=l4XMj)-Ks?XJ2-
zrj~QX6NjkiWNX?jj{7;H!P~`~|Hg^!mH=p;FiCupEdCtU*!>72Ti5sZ0~SCSA9>LG
zBl>42?-#s~A0*P%FJrG80^J)0M2bWv)K3}NS3MLVSKtm_o&eE!B9{4<Hlw-kL|(Al
zqRzoqPszr?(OQgO-#7<5i8$OeWhxy-nxaNPbzCP13CIBLgU@w<t3@fMRz(la#*gVf
zc2cFCm;jbUNno2rXUrjZ3jzUy?ADrNm+m||emK&+7QZC$lM{?X+sh@eIepm*c;5u?
zfS0NE`C~Vd-9SD4rErtYp`O9c{l-BiTUJGkDQ=dH_Q*e`;G2c7MZL3y<A500Ww0Kk
zLN4;#cYI9$R%+f_k91-?eX^C$B<1rJYr}XmQ<$Ic$V{j99+L$#3~xM3nd6WWdBy-W
zV{-YXnhxjvy6JCYvB)2u57cV_2hz+&o7IWq>N{`+z6x9{*4shw()(%Hi5~NZ8f_AF
zp{(duTyOhH5c!XwK(R}zWo-4s@#e9#!<T=ceGvX*JNpSW(0k81_;)}V%roGmEX@3&
z%q_J+jLL8I9NZh#fBud`dtLjbQXeCk!(k_#aQ6GoK6)_g{nFVNR8O{P{OxP?goIYZ
z_159=La-hm$Y4uScw_9%#@Z-wENq$Njq;niUIt0r&JU-s$%Gv@h;j0G52c}|`G~mj
z4N(Aaf2OYRQm657*aI%sPApXwk0fh%+z-nXZ0)>}n{L|hZ4>Dg6MnhHcHM@+s)|jw
zi)Y&!BVJB8TQ~rWe6P21e#C*DT7dbn7m5{ocltNM*JV{OFJ6f3|HajJ2gCV>UF#*v
zDnSS~h~7zbt3)r65Cn-HB%=4SRxd$BCwdDBg6O^X8ol=#WmjG7F7NYu=bL$FzJJZE
zefGKAxz2UYx&7HxV(eDSj08NP*_nsppCw?OT{EQy9!K-o!pdJBhW%=BT#2jF5h~7?
zJuT8`z3;Ewu%G*VfL;+-UiB=+m-0M%+a4ghoFt&PdkBPal)c6U+`E64T9f_8e0;tG
zlQeiVLp-7%1*qG*vcY?gXooW38<@ySyMU*)sIIldaYV{H{$1!!$cF&-4IMb5RqlwO
z`nA2!0E+ovzf}8--8LgZ@r!ZEX9fieb}Bpc8dZ+t>TvdG_SN$DiP7^MXJw*tU*_+}
zN#SINb54=bvAw#Gs}toT()kNa*}#@#B32pd@VRl+cF}yls(1UVRe3<VygsV*L~uF2
z|Cx?;hs<uGo(SmU?!`0sX^HLKukTKsEpx}pg%@w6^%C1rC(VE&3or<M1VpbVv94j1
zlQJhN7ES#AxlOKabA_TUKk2-O(VAM)$gAtAmgf8wa<*dq!>J#)aY>kypK_(01TxjH
z3+5UzXQEn*Dsr6Um+Ffv5lkafI-B%1XBS)E>IItkW>WdjP2Q1nx<9wG%zs8t4m;@&
z-(vo8=bL4E=6bY-L;&>YL<fc6U6(h#dO9F*A`045d-nFAucir*yz^&6aw|$-7xcN6
zkq$l}k|zc%Ea{)~(g2D72xV0dd}|B$jz38p5{m>cx6(1v2vGEL399g=L4Qij!xk6n
z1yx4>{Bt0Pz08xnXIq3_gO74N|NY)$8=ffZ{n)Y4oUvrDaz0OgA_|@VDbwAfo4KDk
z+WT|rrL*Te6ZdA4@^GuuN@MI5t8J_4eZtY2s<w=8Ko=_Pj3+^n7{}=$&O(A>8(Zm{
zpJ&|94sxL3_N%xTs}t$s_Oqmmcm8zRc-5>}^=P217-oobS;&_4GoP;aKHVG`80hld
zkZl1?k-UO^u9+y?q1r)K^nZ@gX~mZFBVc-l2F2cp{teiTlZY^MGLV#<xikGoDRbE_
zb4i*VAfh9)+qwji<|^nusI;#&j_4Lh97q)~^}zh&e`Zuf0Pl7h*Ua0~*@Ifn8NPL5
z<4%2o*nI-j=4VVHMb>ZYtb!NXpnfB_=T!3YuPDt!5xsO~=DqYX$?(Z2a|67<J;ILy
z!J@JZBGv<dJJtZG6Fd$LwERd89e{uNb}B+Ow5p6Yz>7&GReAj5^leK*n=M6$kmG8q
z(l0tO1JK@2)zgtg4R*$Bx51|4VS}<JKXJUr=)YQ-<JF%QY}%s(8s_Y^g=nGbyC`dD
zd!?zOt^gncRC+?qCNr#xxbuTIdM(K5cboz~q?#ZYDxB=`?hEwKA>Sz~TbYpYDNj<|
zfV-Q$RzIYrsU(mf1lSa4H>GoekZ@Hcr3Sj?OW%|*0|>aY{MJxX!hoUtEbEulh4kYV
zRa-X=?#uY@h#xvRbymYc(|Eg%n^%(k_JXGll;6F(Y_>mh&|Mh-Gf~l>@P9og@||o5
z#-Bp4mK;;;G{Pi-_fi<PMxPTR^T@DRT<1Br(@kZ&Yl~^Zf`(w&&ZOo@7fOo(-mHy0
zqs~2!Ff@&Rzq7fFixr_+<N;oc-c$-sdT;V|WbLXw{jLRHe0erx>m>qbOKhFdG%VAX
z9(_e23%fN@aQu%bq>JrvdzxyyjoEukouJQwXTBbh9x(d-dGX6E1`3M6RzD!ek3`e$
z(RIFA<-0RNc(>Ua;Faub+1S`XloNW0hqJ!*9e_DUHv_3S6FFg>VC~YGla&WaSDjs&
zG@K|z$}O~Vx&5MHs--uT;p3$`!{X*otp5m0M9nwNFtcSg1mx<C<^5een`)(2%E4iG
zKb_&T!Sw&saZ~>Zv$mzf5dm#^etE%fcOtAz%L+Tf?-y(Bm+Bk<<5+k_Ma5LQXBu>)
z^%T+d^x*>+YpRy3POopho1R@EomiVWwv~$#bgCI$sVjW4GpY648tFxbLs~N3CN9-K
z78z`xI}866F2N1f;$Ukr^RB?<{_l&qp5SG(ZBeYkzM4Z)%PJjpA^fC(`vxej(hj=6
z0iwZ6sFo1PKG|^NBMPXU-9FHA2?-7s+DX+YO3U7Qa0hKuP^RzE?c6mndwIIW-)L&>
z(y^2%aDIh{%;!@6^hbtk|E04tB1_s!i52i$Wwr~Ph5q+@wJE#>(3^wX3qIg~`+#Et
z2$DSAijxcXk@LLTcwl=Ld4ssY-!}NE%l=tXsl%dy2yjD}0v?XN2jVylNW5ja3Ix~i
zXIGWR?De0dpDzEZf_DlU&ApEnyJ`AKeXx}301M0U--7<#(F}_YP`wafn^~%|is)~5
z$!qUK)K>$zGmUOj>jfiq;GxE~wf~*P%@9rLtiVdOYj>G49ghI{Hh){M$&rcQ3<Lc6
z@KsTA3+ab^22P!9cZv0Rz&i5xoDOHdP%XG4<4ebI2g;e9uqi@cZu)OS5b}Dp)o)yj
zB(3NQcv~N*egHK>VCQ``;iEbh*b(^X8|}Ij)+zzy9(`Uh*(JW_e|}uQw)v0P`4bXT
zFwy8{>p$Wrf2*4B{B-%|bqeUd;Gs^3?U6+&3TGM{MK5dk27Z5(h425cpSd4pda3{M
zCl3F~iE-WpEw6Dd6v|(;su)z)&>XscV)~$0Rzoq^gvFD#-Ys>dd1(o`WYS>jI=GYY
z&NU%xJV3y&TC}>lI`wAkUhe(|^e-xK?}OZmoW$fa$K^+5{iFea>8NT{fWi3=ee<@0
z5GDKewDb8IVEOr*?@Y1<N`Ro&2)1M&(F49?CvySQXMInF<T^N?QI+sOTuk4kL7-A7
z5(~N0ndj`RVA|)<z6+!1z0ao1P5y(k<EfwTc&rD%<4?_Lr;B*p#(b<k-k39k^^Qp}
zB1=E14#<kn;pms(`;S2*>&YIA`JXiI0RaGX?ki@{OPVJ8b@P>OELY&8AO0)}4Q_SN
z;<i;<cXCFC2-%J?y5C>pg&+nAGW~dE`2IvD7@g#jfBt}o`q$|5?#d{><0cO<#z+L9
zuYsu1uaCva&#&z|0L+mi>9*SwMQx|HjDzE$r9~>na+U)Y-^Ku}WPu|K3kz^=c5`k!
zPE$LC7I!y<VZK}|VxLATsMO&jLKHk3*yK%BH8QPALJU6i<LVV__f44JjnoeB!HLtG
zZ3kP(G+(5I@|iJE{bBT>{6^JGh5CZ>ZM}<=yIViHMep?w&V<?rJ#oYayMkA5axcSO
z{Qv`YAS7nw?`5YCpIsR9quo)&yDvHo$svM9;@BLYvI*-LClKD9SW%BCuP-c|f4`0z
zkH$OFlYYq<8~EtiBA~y;QkbB|>v_?s5ZjK4>BInBD|SPNz@ylXZ1X}w!Y-n(-d8-R
zsD7hLbL<+tb%=b_2HE5m?@%ZE9$#et78}79UT7Ez-OKMXl+s9k;~F7%<pE&yGoyQ*
zNn&?joPcG#DcGKkWv{IT6upBs&=R%LB507<P_Cvtv4{bJhU%t$fG*9eS2c^(A;fq7
zO1`WuA50aJafIy^1%3Nw>E<Vs*+PFO`#}4=8z(C(D=%;K^JHYbnG?$i?nIdwo>)NT
zzX%1Kx1>GN1({5P@{QP#E*uJ*`zOzLN%HgapUk}|jl<&`%_|9##ZB2&FVdAb2$Lr(
zP>^5`|A|XL%$1@~Br!4W0z4k`e~-6roEvQ1!MWUT?0OVLa>-{sS#3M6IEh_Yna^nR
z9uVu2k&pnyoz$#;QDNaa^~1ncFG<{(zE<WTBX*|`5&Tl$NwSebo{CmDsZ~`~&M?B|
zrL0L*->cEY9DCr27rre}>gwsmGZ9?LO9s%8pKRfYNOM4QA6X3B9^WsxHLTzwgZyYQ
z69ne--KJf!m2;K7mKN=bDC`R>o*rQ}ER5tyb!<1(mA|7_exg3Gq9HEo{d}524k(W_
zOY&h|e0;p~_fO9lpl!cpD9og2bA#+D5}Dl3?~Az-Q0s!TQ+a2P2F<Mpc>ZM-xi-*S
z!&neCxF0BOB86UAgJ}tF9?@X!tAS2lKtq!VLa^Pi(=@vlu_N!*h=*0stKa5?^Vb{3
z#hxGsYq5Zpmxs@jg96wf)iv_{Zhr<#h_%4T!3*c}naP7+h!o5@y=E`eU_L?#lnh}e
zbi@c1VDER6gUiMT2IQaCym&<?zpZMSg1UaK&>iRF_Ev^fSS8~T!4vj(^ns{H&QcTO
zgQ&Y3wvA7{|9zRMQ;^0kWcH^*aL5kxRZy4#*pg1B*0l$DYfl!5v!R03j{WU>m|*Fi
z;LBB22DEF3JK7xK?tBrU4@$!iWbY0orWX1btTu9uyYnP~#Rn`v@`~^AygJ@BNw7!|
z6HDa~-n(8?<;?eH@@UrvjsJbUKE}Bsji3q<pp*%mdB$<da?sty!_QwXle~9E;7-zk
z#%l7ynsYnBy>R{)T}(@acXTAz5a$uihpe)})(9{>d9eW+s{Vy_#Yt!tsMv>F5)Q&#
z$#ZuuoD*KerI*Ug;b2eWBo9Kp2fMfV3VHV5SA7D#_riMq&``gk9_!7C&{638*y0>b
z0y6JQ#3j>1l)0?k*DCB7gu>qSwfD3VA1xbmlP?xiG=}AlO@y19c*1M;+$sR9){BPp
z5xgRiZ^xr1D(so2I{VYBxZ1yty%QP{ff}j{-D;bIy?+<<j>MV&)jN_m49E=`TD_{u
zo^V7MGqb^duYOc?1uH++08TAAs!4H~aILBg^s0{m=4p;46@q$2TXh^F8y<L;1G}TY
zy5XzXNWm^3vTcU+qyO8eB3<8Ffa|c+%mVeXO!ypw_<*VG^u(;zKWZ5{VfKtstgBlT
z{oe2N{yXn48U9zrFPZqvcyx&GGU+mkVF0+iC&>&v!D-XMG^*qNcHDQU<Y{mC)GfFM
zn2jyQ2thp8q))2d%&KyEmc>OyshtVks=jCMK*kohy~{@Xm9RW_@u{mIls$yGS;_%5
zAijH+t?I<Hw@pMA;G(K(0twr>Qwue$Qn~&BnDd9g+Is{RR<*nsyCYeaoI4K0-Dbe0
zy&-^YVk;yAr6Y5ScNpI5M!4Iiy-;B$7ZbZdeb)?c>$clzzhe^m@oOZok89?*@(~Qk
z#Rf$59f*pCd%cH|H+s2XQPh#^uU{R{Pv}?bvA&VfQ1Bghx|0$u2xAceYh@9Py{{T*
zkHdv#frm`L+G3**g_08I)&NIC<q&oZJtM2kB-W1eL5RLz+ADeak3!e|O|M5tfCMCs
zheZ3`?<j;DexiOE?CXC;^<F*>Vg@fSgL>+54H22_jdXsZB|5_2T`}zDT12u~q~)E^
zi{rF4+r77~-uAysIvlXqAN4WI%i%fCMleJ268o<yusPrQ_lq!C;o@ahi=xyB&awDN
zJBc|+uzWKsS!FV)at27wU*nA&ZSmS*Q+y)`Tc<w2h921mRz*0`ykbPYN5!s3ZZyE1
z;FQ%t`}{2A5<L$L8k}$5{CsX)8(!I8`tEniqo5<-*uKKQ^4>mA+LO}yxv~E|e$Ei0
zq8Dx=O``|2&gDH*#Ya|}+dh026}Ovsa)c(w@Z5S{ubr1}qzryeJ|M12`IdA*VXwYD
zlg@k{O!DsTwsP0Ghy)K8V=nGYTGl;8{sk%~KiQv4$)?irolHViL=D*?i}MnZ9P6L<
z6b~Qgf-C5Q?6Vs#M&ZwrYM^*<d?3U#43QU}<KX!f^&6w&+~d5AEJa4Pnpu#C!lW)F
z*~9#!wAkY*b$@E{(4;2KU;4Hw{Z1azx+0;P8)ol~WOogD^D9wf_*;G9pH}zxtnpYF
zJ1zHLzn$n&-Ce&PWE`2d(Hz#T3(rJEy0q11SDKE$Vrq%6y~{V(e+YA^$tCUoZnyDE
z?e6#R$9j=umFjz`UXK80Ihp>-hv=|!CYx1k=*XBf;Wx|%*LqI-81Y>czxQq?!QPQF
z=~JOcfnjngIEc$V&?4vmJ$^ls=upHx@Ie^PMM!&tW$@cyPaaOXdz`#(d}hWWK4_g_
zsY^?rC8$6DFroQZOSNmdF2~%Ewd2W-v0|H+h5oLY?zUOVpod8M^7Amco?Ps|P6fg&
zDl|7K?dUU2JHuT2m1<j%jWH%j8hQTgQ1HQCW|JIz8pCc&{bGzW`BLqjuYkqaPd~Sp
ztM}&ywDWL~4qc>2;14Egk&aeef{4nskZBNm%N*_qZmxTmuP)zCNDf%;BbPI{n;9J<
z&pBJ9NjC>$1;9eBHV$j}R$F^3ht{*LcIN6y#|F^E7n&MARAkWHYo3=BydN92j)XrI
zJ!s_9QQ#G&Jq*R|nUskN=9{Th5J=q_{;2(L{NKe|uSkg255)Cs^7l%mlQ>36szn;D
zEz2)!;H&WF%pYkUJQib7?Q<#|6<^hid?6oQ(!VP2C8R{KJGBg~JsJg(X=b~iSHmA!
z{2topd`3L+N!|-@Sch*g!lK;^_vn7(IZiZDC0VH1bMk&DtRSTRU$@Je3I9R4tIT?v
zQl8MZ#>Ym4xaK6A<N@6o%>)SRC-cyeW#g9-+9~5ZdA&2ug@q_8{BZhgY9l_w@6~QJ
z1ObHn6}B&bYyA!#fX8)`AuXmOkk5TD?3}?i#{XIHvFn_gmow6T(Q{IzWNObdj+y{h
zhyA@Ny!_izo{DE;byFlQa9VFh^*crl`&3-%T<qO;d9+r#2O2)%Y#QDr=+4mQV0&_s
zU60idb-Mg_XYk*H`?0aRnh7MT(aer8hK1j=jKY+<a&p-6b~FkiM4A<|1@-@?rz^6x
z7sVpgvhAGONSEilB|ZmQV*d)yydbL1t&1`g6lWt(KGo50e|#c$J|Y?ix!ni4MR<uH
zB{Vw~Kd-sUnY{=NJ>Sb|sy|?L>TK+ZrSlP2_Mu8w6zJ!R$*+kpD5tX46o0>6L8N0!
z*Skb9x<=8P0X>6%*h>_(X1tZ%Gu77_1VGyUdigD|Obs-BOEWDS;tu?-C|-y~gl1<2
zjP}?ol7RmrAVWhys$z{|3gB1Fm^2E%=WN!^8%X{unJ=e)XHtVOd(a7zv~1PF_K>xC
zz&MyI<!s&G$YxshhD&&af`rx>uePi!l|7%vN0)?yJah6%RmAs*FEdmP8<0aOQf8_S
zDBrIxzILb4k}-~5(Zy@7)voF&6U%GM#$d5Seu7vdvy|>n6R&Jmdbi7Z_o(JnP6Go<
z$Y)iHMr3^ipYlm&CEk`wjmts<zM@wD&0xwIzoPE0R35m1&uZT|26KRQ>y*?(uBo19
z@#Fd!8eI#{>#ni-)c%>wcT1|#`q2JKXK>_BlvU=HK=MF2{vZ2&Qepl*%xB6s^+mHH
zh{X>!MZ2YTF^p+l$yblLxk}(4{>Y51Xg(CPhB@13+8xBaEBG$n!CLmBsI6!-ZeWDH
z@E>7)K-!8WXVV@BA&m%@b2s#=$V!@d|Hh&&bX3*9!A2vW%|MleHb*<u26CaO%kaaQ
z&v)R+6~E8!gAAXFwqp3BBs1!CoRg)$;}Pq?X3+YL1Q;)TGa8-#|8Km4mm{D##+=ct
zJ0{O>`rkAbPv3C9Nf1)MqRh$#v6p?M^{6EJ^ea?u*sVZ+v-(%dmRdm~Bgf9t^dD)e
z#@8IF3_Jbb-Y0u~85Ds0PEt}Axnj7^;>(w!eQi>mo6YKx%_^su3^PvlQcQLmda|H8
z<i%_K)3Q-pV3>8sk7z;c!wJ3qs=BpdBwNuzDX{`cbxEW0G!VPbtGQN2m1BFBk6zXb
z{mjcEH=w05koN*nv<{a<R(&6j;LsnmWa79m4C54(N%Y?L{k4$Ga>0;}^KxZ~`IVx^
z4{v?%p<j`N%djVxs^`1eE$uQf{puL~%!6#1Hc_Os*U8ahugewsw*wW0Fe4Ik{9Muv
zJe@jlK_5({e1@vo{$S$ikTBQ5*YkRu?~}?GsrdY_PbUOFf2N#e$0y@Mhr0*xOTlN*
zp@O1Q)YcDJ&C0ZO7K^sTi+2Q#rVit|V@JAfX<y4mm#}Bd@qMzbqKiB-c#Ug(_MLre
zbOa^(r~3RMkBR4RsjXE@y?=)_o64G>a9NA;Wc{GkC9$%8s+n&?FDcc}9_xO*wDWmh
zkQ?w16We&B5~c{|T9$KO4+J&BjGmf#b6^MG<X5X(AVo%fYfTG+3(d0S_h(x8glX|5
z+}48bZi?aEBZAsLkcH=alW!Jiv5-tCgzGX=TsNs0!iXH6@}-HNOGmx!1(99P9I7AA
zI-u?Mq?K+>YVw1WC#GXwOwYbty}EuDZ5$uW@y1xsSWghXY9c*LzEHQNrfA8Kd7$1i
zdA?EqB4sR2YB|_oI`=~?ANq$4OCRa6kognkfz?jFPYMr!C9iF#oK+Z2HdlUqwZ2gj
zGx9D(Au*Bn=DdQJWG}AWqfVf_Tp{{#hL5(I1&LSzrdk#cR-H@C@2E6r-^b+8Wc_!V
z+SW0O{jGGxFN(|7{xDwwI4T8|dYyn@Ol_e0gAbDWF!`JEzvoiU?K0DbJj7YwQ~8aU
zI(d7b1ehzUzv-b9MA?xqV98-kgrG5(c2-|+7+2y}n_LV2o|J?e_^eI$=fJ>-l&j2b
z2AK9G!<wphD}MQBvRP`yltnBrKgEf^-)Djh>LVp*fNn~-c3O>?)GYzygz)|=ZoIB(
z{v{m{>H?`e)y%7#G4WljkYXV{<|yds%}YN`)98>TseseoeSA&NwI(Pyze%I0YlS-T
zCOQ?&AcR0^vmD3XXxsTnTXWtIj`<fA9Z&xpRowGpf><tpC+o*kr2O+Igf@=*7!!)!
z4GnVdOvl4wI6Nt!uC^F9%v-ko8^<0HJ;o6ley*(h@*ff_NMD4wAG((<nKmYQf?8T~
z--Wy#&_a~vT_ywVMii3!P~|HlWk4Y{zk`*weShUrz(nKmNTY*T#Sz3AI2d0biwY4l
zpTchj$ge-uGDu)QAc?z2m*VF@XW^z=(#C)L5*F{UZ^Mp%X4d`Lz9O-?xP|Xgdmc+h
z9V@t~F4HY^LR(EqmbzZ3vJ#MIoNalv{&B3&V|N(+*&!?XS*W<Key2_|3XV8OLRF!n
zhZhUcLPz~CtzF9?=N{_~W`!-FlWM{g5T9gfLol!}Kb?~Gu><yF6+)+(h^@AI<4Kd9
zhno-*o$Cjp`yPs~XE$kzJ<A>|X#O*qdbDdSx|kSDUQ-jsQ*@e{zEuy84RJF=*Z-OD
z3Z#1+P91u3wRX_1z2f)DOUL;2T*7Q;=9N%$Vc5P#1idI-4yZZr)qsLSL<zaOB~~Dg
zy6$6W6mr<<&?)mkOOwG!cgbjS$s|pxrg}%b*}ZHpDc!_rO}*=hLg`=g%FTvakdDMj
z^B#ol+H6};Hiw8)?q_D#8a0JM)iY<)(NVZxsTH!+RpJCSb147e%Qj@6_^(NM(WEHN
z**0a(zDIP4D8GYtsqw<ulCje9=PpCnMB6=$GGivArykEIu<Y#eA}iESw4zrle=Jq=
znkdZI6D@Ta2t~K+@D#64WG7#coElf?Syp97f~~dzEAQc=i1frCgPOA1=hQYq+Og=b
z2l>1_WaS1Z(-E)f%&mZ^Wy0G$gqg2^i^oH`Xp=d!-b&NWtzZ;lWc+q-51_VUAMX4F
z^<&OzOqI9!zoMKMIrJBMB)!xW9!phVYuDUL*X^v*9QU>W_x5}p^Imwum>`&<PGjRk
zS-Mx~8ulRiu!x?syhZ#Y@t^t_*@fGIA9agIyES!8Sq3jM#Ekf!4{j?nY;}rO5|myi
zf3$Z97B^>9`)QncU!Z-FS4ZpPX1qAU^NVeK{wv;tu(-J+>D)N#uc&P29Oe7XYT^t_
zWer>-R+0uh{bGEH6GJ5s9P|O$+9K-L-$ht9fS}DhhKlM+_LYTS#hyh0w-?Q?TWBv~
zB<}h_VP4<=rZBv5#4x_jTsaU3J;5Q_tNPAte=Blc_Mr2T@%h6ddw+kg3;-~dIi$jA
zwP50@YoTJZtRkz!Lu!elCMX*6`3Th?H6N`1xp&2Vgg)0c-Qwq!LLOm0RDka5-8|^@
zJ=u&g;l>g?q7iR+pe>%`jsJqWFxOwI4mF1!MuZoe`#jkytGLEp?#E_>&C@bBC4Z<|
z{6#)DgegoK{Z$vgASSY6^E##ZSvzmwR-4;6qt@Pkr<4P2H#BhhTff>g?uDdIdFI^d
zim92P8T4W(*~BVf<;()E(C;Z;oE(>4ICaKu@Uun8-(rq4Ji1*5yWF0SPDc1Ll^G6|
z2tb{<QNB)XM|<ADB4F+}pY@DyzHq>F+LBz)CQyO-4;r7TYVf)ie8iOIX9(V1cvN(D
z+hT4EuY=^q<F4Hoo#fg%n@)ddFUY6((V#9Cn69L@=4|)$(@`AdQv5nie0=m@VH*S#
zOXrQuF@Ex-q^yth<vybgl%I~vC3^FU65Z^4$kp|IoNh5=TBA0XU}QBoomW^Qmkt^F
zC8N0H-_o4um6HTi8h<-YE`cJpJmtbbve(&+MemiAk9*(ck1g2#>EA%$CdFuBYGZT;
z@56)-ym6i|r=wqu9%Nm}XG88km*0J>)$OybNZ_E6K2dFvva}ly>ZUV`X?3W!n9>0#
zBZtMZ_fQnf!`dGA#V%5pUh8xQzgpAUm96F4_~De*o$m+v`?&Tym+qBj^`zv=x1@#@
z_n70f=l4v)h{ZuEj#F1>v$1PNu3QJMx5hir(xK(Kk|f{qe_fc7usy2OES=!))vkVg
z4gwQQm-_k{$)G3Uoy`38aZ9F(F*kgZZC$fE-N7a*mO`W~)j`zu{^b_}YVP-u+p{C_
zlTqs)><Ql~iOKkGhH>sJvY4@!0TDNacssnjZ3Q+2yb?KhaJl;5<y7A3PX$5;(=7{D
zF!YD+V`<`=Q9Mz<WDN(gM1#`1>z~(xD&tE{j+Oyq4zYc&oawXP<V_rSG)WuQ-=Via
z)Esbv!;gzGT*(?%9K^N8bq>gMa6qQd8G`laQ?e@<{ybkY*G!?QV6(TyV99GMIsud>
z-&pnQrz3ZiBZZWxa6x0w^;9zs)7X`gza=#DDRj{f&`**EFhEEfSl0L9%6BKs)tk_4
z@X6i!#dt~B9At218jU&#i}O3U@tQhwdT>6rIvPlirFENkY(|-lhuh9rJNOe`;ai;B
zqHM#aB-Z_213JdDVmX*a=8{cuReRnVn{~;g)=5}s_at2^G#;65C6PWEt7d1X&rJTE
zV+&wB+z|#)i4(t4_E!Cu@yq>ZQjve>961=Je2J%jlocA6W6uG3NsppoI^RWBo3gwS
z6`JaUG7Tf#)`>uVI^y~<v(FaduO^lH?@^n+z@X8uNgUTD&r7TXRwP|+KiSww(ULz5
zt}`g0-P_BS@VL2X<YlNGvE*0>5iP`%k`NGg5#a_-?NwyOHLxV^{Br*JDgX>EA6oAB
z>#Tzi#C{R`=%B*?!Bvvt<McWeK_Kygr8ily=sk^vx_v(0!2_<~Uy8Y(lV)wkied(n
z?g)yaYPhb9p7M@JP7TC3(f>I2qvFnr+OAV_eau?KzwN6#5&aN~4!q1)(E1Mhs*o$E
z`+cfC|K}5W2^XLut2lAm0V=b4aowj#g_p1RIK@FLl22kyvw8&{$GJtWsuYlK1-2~v
z8-9Gui&~eUTL7T7`NWGy?qlQ^Y|W;{gTr)tdz$Z3u~`*N+n$OGnibE;4+d7?S9jOP
zk(>Isxt(v&&I_iTEU7Y-JWXN8F$X#=yl4E<S6d_;KHxSwL@)({EvR}e0gdJ@Qz=(3
zUZ55<W=?s?kWwRN{H=)e!O2otjlKn&E_XMS;IK(ENh~3LEm@WCEQ{8qgx$7D(w;Q^
z4xbzSD3bGLg+3Ol;m2B(g{fxiJX9g_P0Yu(=IM6dr6BXfX%)RV-uw9?GRd*9vVAm(
zk+GY@`5s7dU#zsiH8^)Uy#8|Z0_R!6f8>RPR!QCzR`t4_;X9$g0lw4sf-D4OA@Aa1
z@I_^>2}ZFZ0|Tk&@J=dNWvPT%3*Vi5Pi^E$7IE~6ZZx(|(TG&a=$H{=a2rfuS8m%`
zpE}>dw;-~udaFid&zpt}(-FtU#f>$_w+alIQ<~2aCu#sS`)a^uc$PknrCX0(GyL;X
zoX=Tr*FmhYc&`u#h$qa2t$VO0NH1=z2CaM8)F9C(g}I#E=t#;vmI2Y+2ppIiaqhk9
zJZu1JN@v~Ahz&ry@>?L88Z*ROfkv&}3!JTei!MXc0?_Hk;biyge^q|EsBLh;6e6d1
zzSYkw-ho+bxxbPGS8knoqF-{~se0k9pw>xa#Z1XG&kop7x$=bM-H9GYyuQzJLVJ?d
z{g*&7W+@-$0rDSSR?g#x3W!w}JUC@AQr*HycRnJ1lU`Z&8Zu9OdX=X5OmNhYwTP|k
zZsP3jd`nPATf(P(Ab^dCRr18|j_Urh0%kGrW&FW|65=7VMpt&3Z8M;`%R@J`f&+x6
zYN@HENqO)rra<k-DjqM(0rDc}`AdZwPNMnuTsoN&K{*pYv@;yn+F~uRWMl|=kq#Vf
z%2jh;)O`+UaXh^SnF8MvT%f(wu%CJjtiKvwii3rEiT#+EZi((|dsYT3xdCfE@TG1c
zH`wVs%bl$_b6xg25ePm2kk8N6U21?x&bdeL{RGgh?A5%cU@KnjTQULf0{l<2WjDKk
z+8ohEV)wR1x<oJ2%xl6Ki~~6mFwbs;-QTSRpd4;54uHmV2GDl|bOz-HyuWE90^Sk5
z^T}bI<e&7wySR#qWf@+IJ-LNgLzTa+U=Zd)1#c;?@?xR_dQZ;YgzrEI`Vf=jqi|_2
zrl0_zAgOVp7=i7k+h+d`473Ep(5I8L5t?R}B=VDl7a?h=2}FUPj*d=_te==On2PET
zAetFW<b*HQl7wK}p+XW+-qu6T5hK@M*1K<ix4(CS&z}6|({1sarEB;?gGo7B8|pTK
z4G+7t_q4IgQ#&sUc1Qc24RQuSiSAa(xTrt#ynr_FotWe*o!kQ%e(MDlzAKZz*CPI{
zT7x7k_>l;*<OoY}0?<u9@5BHin6WfrD?r>Jl|}A`>5W1Mal^a)lzu4t3?#^=YcZ++
zh&6}M`^hlk%fE{<Beal|8zC+`Yi+xw(eHtt>bPtVP|lybowcEuIo5x>E(<R4mJ(ew
z@7-C&$*$I$wU;l|0eyw~m&c1Go}<RK5PGqrQE_{pGa|t^rB|mN3TAQ4vOo(sj*!&*
zpSn%p-&zx-pej_-_hKI$aBU%fAE1*|=-_=()vp35=YSl^)Akr>mGSeWSM3VjoiD;;
z7@q$Fa^k>}u1d9^1if|BHD2nmB5^-3fe~bsr03U&WV{3BCg>1z<>DsbVDG>L<C6es
zjbWE0fXF1I1^oCiiD>&~D71%=8OfcfT$fDYuU6RcusvhN=c`xL`1dQxAH+vtB&bBi
zdF&?oH>4cba7#(74=s9>=u7={MkH@z@voXCmt{dWJzPvO2i(fix36sB8=Q)oO2}kb
zQ$64yY!AZx>>*PZaxLI^kga76_2MZ3ACPVsomg9{7=PHKZgboLI3@TWJ^-DpA(yMi
zn*{%LfMJVMYrS2qi1WQt!wQJS=EKOuL3Q;?<(Rl=`{~Lc6qUd03>mUYhMvP2pg-_l
zoZ3N%vxiZEkfbX>9PzHkj*<d2YgKOP?Jc3?*V7S638!m<#*pUi$$6bH@*WY=AU__3
zx_w`7)qX0*O26grsklZKPx9W?JWJN1;*T>}{sBrDziZL#nng5U{sxUy<HOQA7~w<M
z^4&9S1u6ED_atD8oO7B~dLLQbQvzjBVf(Mp3}E<m*!<`)j@y`Be&c+QS-a=+PfHCh
zdezB`RZ#ngm+w#EH(S6pq-R9k;c@bt@oeENr;D|R&VY`w`rLw2m7J-}q*yFw?Ux~p
z*xy}mx`B9Pncc4$xe71WwQsxKJYVC~86O-~zM3=jI|h_peAW_sKWc_r-aJLhU9aOl
zYCoQ@!W}{YDuQZW%xPdUSY`wA6pF?&&w&Ap+-0jT=;+%%%i@+>?-!cCfB!ZN%`%2`
z1HuB_+sb{bEIxcX<OXS+?O68bvFpCf({lPIDA5)xUyUH1`xWmGl#y=85yd=9UC0qs
z4LkbM^l1(|syR@4u<Y_MC=7i?gAJ#mKuoE87i|~b)2bcvGU;I{Bzh4H0@Ln~U=&8|
zg4SkuEbhvKxt*6QMjU^Mz<XWVGs};a!vIbfb~+>O<KuIA*w#Di+57AHX{sd(2`>5j
zxE<wL!x=Y$>W1vczs!;mcG)Z(87X@&UC%PN;ARoo;=3~hXn6a-Vu)4Xj$an5;eiJ1
z6^5zlmhufb-@KjgvxTktfvf9=Q@4V$2NOB|q@s_j)lQJdOLX6z<zYaqE5!}Af!XDJ
zwlnxhg_9H|%XKdN&d3oY5j35Xm>BXM_q5@`3du_`K#M|6jeF9}0`cQUT%hsI67-v*
z)IN9dEnB@gT^IQp$83qgo+7?mdP=VKpptN4jBv9P>9y{<M%rNO?=Z$}JC^a0vZ7|l
z%SfM-Yejj;8zkUwq294dp+O*0L^2qWV`@01pmkz}Z)RBf&#rS3A1w|L1+&RMrT=kT
zYYD50z*_=6zT<8=@;IDkuI*L2Z^IC>v2{U?rgTchzcOEjamFD`$4&Rc9RX*;=C*pK
zR>p|X?b*y>>XxM(lQ51R8kiSuf^hhJW5y2$;BEser_{{MmJd_6IelLV6|PPeaMvW(
zpoj6hor#OS;@a`cPHSzlDJ^-6Wi24#1;dq^z2yiRGeCX?$Wu<Eggy*Cd~~*<oV)u9
ze_h#}77O<gUrX@W+UGt2QXb?!$o*vLqQ3I$c+zy_hPQ@c-#PPPNyNRF=mz<YOwZND
zeR_3(<uY<-^tq<N+wCO_YPFAJubU(YPOJ$W!u0y7WR5#31pVQn|AGl0ga)5M(AW=9
zZ)1`Em(;&<Q9x<zsJbmz1i-?fX2gTr73X%F^7`DDadFWOe_L+6*6ssg=jl_$9{(nB
zIhX1jPk=?nnd7fpYNIVaE^<NLoDI9CC^TxeNHk7CO-9djvF67yL8gn`_LyaT-QlZD
znh#f!h5Vm7)>~kj7M)rpJ^DUZ_ul@E0FS(Xn2?xwX!?5n$H-74-icMv(^-v&zxKYd
zyr=|&rQ73vo<H~}qscc*eG;<!ZO5XJj+T}{76@CDU<(G~QLly8Ri6rMs0iJJILKua
z(LzrQPY5GgK&IWuHvPI$R#UQ%E38IV$qrRKS0?)X<%?VzuxQq6vFdphO7=E<FJi6&
z$wS-E6M7FXgs}qs?wKbZHSn?sRRp1~2{(>zc#AWBjWh!wS;IbrkMFkgM1-(xO_im0
z#&%#rM?~aL87*(qH@1j-r9Wfun{4-Xt#lac^n&J1-<kHnu3wvdo)Wh+hh^$yLEe8$
zcw1^PTEsFOKW8VRu()xaU_a}<qD|azvDBlk22x1)V?0}KgkRlf<VN=nQ2O`MX$TRy
zn|)R``>;kn5l4MxTE^5xXXcMRB{34--302f&Zs(*lih#_kzH6h<1{iSnKd}GIK%GH
zJ{Kc^FXNG@4e1qgunPxI9Nyt<d2~!nXc6qy7~F81<WJY93H_`3cuB+#3GD8w+$WPA
znrY>F&$iE)t5P!X<>trd7?zERgslK&uUE-t5TNf=E1A}%ktD&b<E)p%q5b`3w#-iT
zxC-P0m|5nuCs8{?>=20T28Xsm&5iar;OFD*6M*<{FB?km@!KCjo|Nku%TU|o1)l{D
z9{_@unAHE)S)@ZYa^s~+c^!z@jx7h_-d0E7nZmYW`(hv86ieo05O$8YS#*cza<(jP
zQX9Ld^|u|Ed|Y%pc`+XM`;mPAiRRnp{-Ns<u^-n}=HT52uV25eyz2jk)r}<~*+)cn
zPUrXr6ZCrzIm=sZM3W@Ym(V_+d77o))b`B?@}XszZ#=>Wt6DFP1W7-94-(p1FCV(r
zkz_=!T(Dq6qqf?-%)k@(XTySW$Yr<jRLC1(>|$HsE4~J`lk@RuTR%^$!BXz~fJV8p
zlk3e6H#axr=(FrLg!inv&+lkVkYcZ@oMrdowGSzQkZ<Sof5pZZ&Mqaam%vsM<oy+O
zVkS`3tZ3ukErF-@N&V@xIJ;Q&r>?B(^-|(KT%kL`t`d;Oo!8(9{NrQMaVqPet+s-G
zqCWt^wF=F9#nIgy@E^WR;;ym#i*tc=Om3K5_1=oj3AiODL1t!Hc7+nZrLMObW#HR9
z&wCA4+mJ*W1q0HSPB1oS<#IQ14=gE!1}p@RC^el&zgUg9ZvRiSOoo@$4uSuju?d&O
zdV%iwF#>6M3*tH=q*f@s4L+CUJ8K=;hEzwJ<z1p)ogqVH^OXP0N<t?x-2mh){2y{|
zn_J_+!_1bO_<h9yqc{f)HsF_hi+_L84EH>o<zJuPHFbIcr;RiSi}C|Bhzpjd!4m^Q
zTM-)mW0{gbW-R2*SqNp(PFpFO{GuSUr$;IB=G9sEH24s0{x6P&%pHdj8I4ypnlH4c
z#hLK^Tg&gOC{$hyIam{Csx7x1KU2c!Y*(}o4XQiw0Aw}zX5ip^=Avl+Guj|#;sQFY
zP?vMm>hV`}-m|YLQy57_%b5lM+AJP}9AHt{b^f1yW2gb!7uK-<$Q-VgX@&j_AH_eY
zow?9?@PdCGz7XY9$!oUAZlQ>fO3>d&mVca3duMLoU^yjGE_9XaJrI^0go5y$hGfeL
z2z;G7r@L|GW(`?r60gGEYU1=rd;cwh546!5qTkjp867*BK)*(<UjF6#GI-$nLK9Un
z+ND*CXJ+0Q2c{9L+@JoLXb(P1vBl<jb>TX1y<CeY(8tN&;j(r(diSriB6vNUj^u#3
zJH$2zO3Mi-zYpdrz-_+SS(*oJ_?do>`D#0sI?rU)g!hLkJ(xnFp1+qPvOI4ZL1b7;
z0ckfMY;9k}VRHsJ|BVYGBfv#$?fn8f_q@?=h736;Qd~Y)n6#bUTI%)hGj^ibvKK!V
zeXMV;Tnu!rIs(-MhSJRD!A5+Omk{*noBeW0U~o-vkUag+iuUG7*R@6*tSO*g>H#u4
zmwHV01X~a|Z!m8g1Nr+ZdFb^vUWJ4N(k#09>NXfQ0E&)r9Nd6FX46|YH#e8BgU}d4
z#w0J<pT5h*WoH;A4Nlg^=LIu@<~eccnBNAYH;NUcCK#$<)3gi0wE5r15sC5vIt|wa
z4kH1Popk?^I_IbL0EO;{iA{<?nO2Y*K3T$<I0teQ{3dc0B0yl9`rqAM_0!XDVEd(8
zc#}7_R0b-Ad@?|DC{6p{Gviu~-yOl2NhYBSy<cw#LgJsOF+ReY*S=4qRB$15wVRI7
zYsWQIW}!<+jbJa2rM2dU*0H;UwUMJj@7{<svJb)?y$;|<E?z=nYr=bDU0soi9+jWi
zqLRKA=Bj~Oap{{O7IGRlhI#KgPm{L-Dz9=Fk*#+&Kr!5^KCJg7V1r58vxk(eW-Wr8
z2?uF$75*IMb#gtN@^emar?e}vzURzPsc>0)G=hzNF~2_DT`Zq8B1Pom$Ar<6%R;=q
z@Yw0Bmc%N^m--D>CsqGXzj=rNow$3B)?<aIb>?D=Rz3c<!~RG4C}tI$R|m~!3>jzh
zvKLJZ=c0PJo_=@aw5PgrF$xqRKCJU?uIH$o0~lIV@V`+_b#+}^*aMZ>RQ>@y-eWO$
zctSd9E{U}To5LdWjKXe2G%0i_V#h0oD-I%No~PS?{}S!8oYjhtYLQUo-C(4Wm7$be
z<!I}&gIyyw)DRftT6Z?MCqg{n(V4<zI}}xS?><a9xJevwG9sBJba{=D`~8FCgZkae
z;dcHZ-gB4IXFhP7?X{PqCe(u&E+Q7UQGRaY9MRkO91WP_ydeYXjL}c8nZp&C#rz5>
z9-q^kwc>grJD<twJCEK0x7?2SoIfgP!`Z@XPFQoK3d{<u<fSOGylNq81D4a@9J~eM
zTV2P_2Cub`>5ZVxZX&X&iEla^f%wrlSQYha0gtoKDdnqxlGAH{BJcg{ymCV98*}l<
z=iy;EtkI-l2^*#MB6H7Z=(ZZ9{Yb8&T*%i#BvcDJK`b(e?!b1y4+0p>gXmtAeZW0s
z*@Z9FgDgqPR@S=>o={xt)3u6;mG6#J3go3W{ce~h>mO>+fXt&dt7kU%$@5$cC#!U{
zEAdKa`Ao;O_Pd*3{<1PL<#diFpyEDG!v`?Tq3BW>gWE0$v8R_5Vd}>cj2u0v+)HiT
zB@2E892LqT_ep)gmI2TIyi9l+Pnp22^rn(ov#N5Iw7DBB;cVV68~6?(NEqc|D~WTJ
z=|R?@8Q+<h^!p=^K;LWiE7~zLm#-;C05j7vYhM4o)_yL((Yz{dcB$5$E)ui?!AVLv
z()DWpmuT2q*eZfijQBP`mREKB!g7%>_G7daz1#Y-ON|Nbl%o-!+u#jX8i7&Tvw_3R
zA3f(Egqc$MJ&l={K3lvg{nl`8zR@<yDrT!~u60VEDjnvI%DsBRg~o=89NIRU+_45c
zj1iWzA<X6CGRMAlo__+E<m5jSyipp<jdXRs2mJlZQjm(ot_XYp#rkfgrl6icXp@of
zHSki`f0xVUN*Sapa09iz>7&dS?>z7jBqrrF^xyvU1jexcI4#9f21G>hc8oEEfqpRw
zl__LnDo+-z#+lZc4=*gb#~n?!A~03JAz2B^%ZP6?6j3c@r_11r`Bd}d&tLQa2T8uM
zz?YL2nL5;vgzEQ`(oLa99YuX=)ldGM2A9~76qpD$&iDR)W}aA8<YDGRe5$>x`usgb
zm`HrlAX+U(n6aoTiUnQ|iUpDTtl4O>PPISrW=hALeVLfVz3p~RrXa7O{Md`(seCQi
z34dQBEO&tp2GJKlf)@xSxp3|0`frZ`zTZRlx>6oE)SS?huHak$vW0$?rg<8G6ma`y
zVhC80x|pAI;M|(jea8Okg7alVSDA2mTH6`sH9aAT)zFI{xot{n$Cwn}B)LdtrT`<&
zsbq7ovH3AhchI~M%!^dm7|TmtHDZ#pJG>nCT4Sh%kFAf+VW0S(vr1JoYzID{bbn7d
z=QTAm?zwX93O|mQc4}?rXxnHRAaG+lW(y@OAR2ihpE%)%Ne(jkja+jtzu&bFseAXh
z;bzg#ev=aZh<W{~U4zcSrf{-Op?j6zw3pb1AJ?zqfZ$O#ixS}P%PkBNn;}_pTbac~
z<LHoqq?6s{h2JOuKnhg~05yvg6T0xf-w&fK+JsyUJeKz4dvgoa;}mZ;OljOE%-I9+
zZS4mK2kGhQfg4y5+=Si=mc7gFc^$|n2p$fJlXoQ=C7h3y@Ns8HeW)fiz!Ms8YqFD)
zF6w1FtoR*6`9J#~2F`WAY@<NZFZdty+C=A%aYPZHhkW>u6#JEqTLs>(=j4dj0CK>3
zijk^jQ!G#_oCz=eOkuAb0pBK__pcp0a;Du^Tef`dJ{9&l0={d^m646MMWq#O1TR*1
zzb4nPq9(*ga+m&-usM$+jJ{+J&KB<W^X^c{S%<P#MJc;<V5I->RL-|cjH97P-QnIy
zcDxHfOKMsilJjr?SmT0SfU5ZxQT)J&xw+^CH<^wIg(1rs?kP5QS>VYOy7)|BInKW7
zQQ_B@l!vbdpEcgiV_Kf!TUq54i(MM~HFmZ{)*JRKpeuygj>eZHBj?gaQuTIRSR4P2
z9C2h8h$!Y)$O%%(6C(4L`jzA*;ue}!t^PdS{pdrLHDs6VAyss@Oaw5E;V7}kACn!}
z6PDu9_0ie!5o6$gPz$i0qC>Sr&C}N_HiKqLPiwgp=XIEr&YCQyOus+qdLDP3RS5vx
zxr24i|5osAG~yd-K9bO+tMdt2ZbVw#%ud?G_z;gJ{%QBU;)#=UT_7*gM8M+dg^AH8
z8N@Xkl9}Eo7n2Ze++|s%TRrx)UE*fBxpZrZul0I&1W}$U`i(<I`D}8#`kuk>Y${9q
zkABQtR_Vcm7{+;e^lo%M!+4xb2A2vt<vK>SP4?^}bV^W1ny?(F57b$(S4_H#4pY(<
zO)!dqBic}}`fNj?^59c2HFE8l?fs_$4OboO8KXaal!N?7<mjy7PEVQE*AJBobJas6
zfU@!bCMH0KFkf%5GgBjN$FqCCxE|$&Q@<T2Z~=G88oTgU?rumyW`BdIq=qrl3#7>6
zOf~<DrFMuhEUZTNQ^8GiYrXwQOW;qKG_t#Hp%FZoDo>2)i>XxY%TDtX!0#h{bpZQw
zOmKwsEsL>gXn%5+nT7Imverjo+zT2vB0pAdTgK^+3@HFT{XHi-2ACw)@y$kb+z7K%
z7eqS7s+Bd*2{}Z9dlxFTTQeTt)-bmb**^&tIfg0IpLZw1#5HFt+!b{0zQ!oHbpf-@
z9g&Cw;1-OscNg^NB|bJdqpKsB{2z4xCgexOI&)zSf8{^RPowk}<kwOSFww*XX?d=h
z9G&<9kHSH%FeM_3>bZ}S1+8AY0cEddKdC>n{4^fL*oNUqx*52h%JDiJjdgdvugO9c
zh9w*jhb#m`Z`)R3{T2l4X=_gPGAFv<;YdC%{l{HTa<rHnHA)Btr3#5M4kd?oLE}{v
zAcni1@X$)9_<);ta68dcqR-VPp|*FOcoo&`Fk%O`_ip%lqyVs)>eP9#-2lI&d(DcB
zH%F{@0)D`^z623fZ{IL$LGh7%MGir+rw7k%!n<+Sj8^+~Zx7RB?iqP6J8A^qTiDfK
zY(Ab6Y-zs|vDwaQgsF2yOfu8@I%$C(*CM}S{|FGfEydL5;W<0s$7G>YM3ak!xk+sj
z7esvTkEPsL8MnwXYfQVYj~lZ)_vvxiU)^RPdTllAu3yF8Q(WNh%cW^y@bs{hGz^E*
z);9`_F2(8h&;6Q4;GiHKtZ4uCQc)O4lRU|K9pcOB$pp>}Z}d#gcIZaY`rEjo5KVR2
zAS(a}x1MTlL(pTLIixK^9Tt2oL*{EW@&|+sz6MGpnL6=p&&3~%ggpdZOKoG8JZ10C
z)HYBo!brC?rq#IR(Q;|dW&PEDbiimj-QD@&L4SYFvIjpk_Y4QgXDnm>w*7U8bo>2W
z)^bzzYel|I68_EZa$&X!dyIY+hk4K2(ld#&>&R`J7{NBy_lH6k{p_C$m%`N?H4g;+
z?g+~NQIC9;>56-oa*wq2KmTVbE65|S2Q2^pTQMh%0PF`CfGh}<fdE~(+K<zWbxhsx
z$*&auS{K?sab0ht8aO?+Y<qnBBU8<HGg_`VN3HAFyqYjeKEx-!vcGy51v<LTzxg9>
z8{R6jvm8t!Gg}DLdnYx!?_t_`edA*{$EiTPRADV6va3`(XnQz977^E0Z-}v)n`3`Q
zyLmqzAxjg{dU^eUuiqxTK!)|F@Rl=Z*4HstkYOl>OjqjFVw&#CFzfqa@7;)l0PLC0
zCpg158^^^Z+Ws2)ZTFnJz{xCitse9r&SzbA1K<8<wwaFrHv;~&oBMl+VYh}|&_S`!
zxQ@)+%1I8muulr&J)=o!?{ZjM^>h5C3<)7bf|GB$Mo)dFIJ2Lq(}yW1yK;4ShNw^~
z?VQEP`_Dte48bpb?pWKtHcV?>C2ElBukg>7kUm_8l->@JiG_U7RxJ7Of6GfM@gdgl
z-3^1eOwq8a%`Idg&YCg^{^}BU;f0#_!j1=Tt+%6Sx|=P9`sjO^b1T<&>GadsQ3j>v
zN9(Dt->m<?UlRCc?)Q5jh6xGyA3JsU=!T|nfIH+E0j{a8y|Yb7xor(7{H^@5<nGbb
z_E!q9h8^yI?Xl6NuKeG=RoFK^qiwqNG8BdQ2pNGcavE|{E7)x^)x$5}qrSc6Iu}ju
z`$p8aK>jUu0o~-rnxaCKL?Ai~x8jy6!&rs6&YyR83NByWiP~36Fj!&j-wS_!3(olZ
z9OaN|YF&YYJPN9KZW|uAcrUJni*C7eP$Ebd8%ml_qX;ms-{gH7C;cKvxPuKJ{<=xG
z1i8>}OG{*Z*CTOkk#Z+F)RQ0B`RXpiZEu2I0QchD^CH)G9pWGEc8*f^+{I>!;vZS(
zCYQsWM;dF8+eG85roZqxO9A45QsXf?!KJbd%YtWy!a$D+XuAOeoB)_fRIJo_BW17G
zwiEDFNf?_l?$0iS8a82G`izz2V3hOnoZImS3VJr|qs1u~pCiIULF79(`Zk}1QB+e|
z<Z)AiO9u(O8CUH6aqX__a4($&7M2+-%-W|AUd3}F>-W)f;(jZej@z%SC6q;JPCwO0
zw>3wcqo`dml7M26zv>iPb$Izm%Ss4q->dh?pFTHEr7}MKEn7#@D?0*gUhKpr;}6oo
zt0kb=4wv=;M;Rj4DyA64PQDK_2ky5CA?g+4|1Pr&`Tp=(i$C;XkzlPgRuLvys{zb{
zTxa#CKm#-wHNX5I+Z&+XqA;wlY%~VNi<Q&#?*5#SoA_Mw9lOjYpo^8A6Lb-n%_y8|
zs-+5>xip&7-LlHxc_S?{TjgFB(;+KvM@tv$ygmLggdL8g1ZhwoMa%X7q3NunqUzqa
zKXgi`#7Iatf{29DB_Ie$r<8QpFd!fyA)OM^(%s!5ARvMaE!{c5Ff+gNeBbr1#h)zJ
zIh?)sz4yMa>vL^HN<WzoLolTY`+sXo@N_y_wx##EiyqX69KG5s$Vebp)c9$*v0`A}
zmUFT;0e4E#yQA$pRXtnx2HT93v};=VZFt&7OYf0>MAsu}oQA0+c0+sCK0SXt82enO
z-B|4H2VU`7k5I%&0(kcylJ(_fNIav2TfSN`tEvubqRI*mLN8N|M^~-*M3=^#uwH%p
z!?amYU$BQFpRLLFJ_D)dFyK?414*jZO)@vJVTx<p6U7VC`U<75$C4*~Te7Tn_X<n)
zSxX;(FG)Rq<pUXH9~j!-84MFI>}366L_Ho$F@Epb_SVkF=35)N_I23BWJ&vkz-Dcp
zDCZE9N{HpF^RY#b3@wiB+4r$D7NdV`-cFK6Qdk=A{rRa*9-GRfEdYvQnV>CQwtEVB
z1x!-$91$4zrMzKNI=&gHPDnZSF2=BhtzlkmPn-t7=NLvx;#P3tiXWMR6{o}~;=LNK
zmlZhK3R9r`gGUt)x>YVnj|Xs>T>R%U`DtrVen~R+bW9|(Ic4b!-yE3j*XP^P;c5}L
z&eQv4;MP{4d38X%e$jyz))NS?o(=?kG|CWmj1jP^KiM=fon(ag$1nQdFW&v#GrX@g
zAFG()*2|jC6L`g&FJgr1{PuFECLF`q_3Awndg@@}wEFzwm-Y2_%O4Z^=F5e~IqpQv
zw!V|!Yp&T7wu!(}Bx2RQK9E!($T-TiJ10{b8@=t%T5+L;VC_cXjL_Y*g~k3V)A1)H
zP3Z(2O&#a!QRlG;ip+kVw5+R77(eFA?>vl3W+rT0h6y6_`O<ittlV>7pEa|3_9(a{
zkEKTFV2>EUVUcga`X>X=1zQt-I@bB;xT2Be^P-<?-P=bq?-z0IGYmhMm4Dvb|GY<E
zENcsV)Iw}zv7&@m9g!Dpu&8Oy>#_0Q=l9L-fFh9L(V=8{{NRF=RGrzA^NT(z-d`UH
zY$?IAq$$GDlecM0#OawczHB?oPazv1)?!Kmf$Z?@0D<h^tcI%WO<tL>k)&Sn9hl+k
z(}Hwo>3BrnYyUr`XW<BsHigRkh6Y82ao)cvz73aGI>m|t$$t1BBTSMakLcghtTqt#
z-7*qzCx4WhWOzRY6q@d;e7rNt6J7u3u^W_)Z$)1@%Fk0lf}%L~izLO&zWL~V^C|XH
zzJJuTmvnOANKAK?P9wUPU|jhn!#+00KK0hD^lddNZ{lc<rq;2r_db&H-o^IP-2opL
zH}(#)Ln<!XplsRp>8BG7P&=`x9y|1A$hI}<HFp)oJ&b#MqQ_#H<Xi6`2KKnGHH2Z2
ze5ZiDEJ8#}X}5&=J2sltPpm=YM4hV9Bp&-!4;#HEW8Vv%%6Da+?2QVwgB-Ul@n|!j
z`1d7GOfDqtd{ZbbIDwsjIne^VPX#yaVdiqJP4{MO<l=@neAdf3^QOP%zV+#SRCIf`
zv0lANaiad7GoiHJ!GMJ>S)(MUBGg^nbFnxW0@HE6Ww*XPP05gl`kNc*O}ZBHU94nS
z+HouqP1e$?qAhEeBmG>avR)Z?ZP_gTkdZIy%>j|1m+m08p`a~v-k)DTy51|UMgjf+
z?}LBiFQ>F>K4xPp#1g^#%!}WZq>p=L%(Q?VGn1yKTE_3z=KAfb9%wHk7=(zwauX;y
zwUoZL;*b{IPe=qgp^0@gHec3P>{T*Gr2QG;2uP)x|M`X}?B*4RZ%R$m8c8w=KlBZn
zq7A)Qn4p;{f}<Hw=Z6M(TiplJl`qn-Hz>VmclX&i534J+%ieiVR=xX?O4x?f<`SOg
z9bz%~@rb8M)7QF?#VSdLgcU8f1G+yKdocLeeX1nU?Pzt<z3qUZ_HinE8fdCnD6g<Y
zM4VujAbQU^!}HU*%j;g)wa3k-?lw>PS7qVbj)%Z+!a9f$Ume)U<j>Yx5+_$j^jO?r
zr1(+k1xW%hyv|~eh}W#8LmrPkr1SGizl+u<J$ew=f6Je}_w=c&O+c>B_wU7o92m(O
zF1lQeK0kZHe_?UqE7UJ-t4S)W+7(A8KeW@ll~=p{p&`MmuBMi%VJ6=3&IQNq$oeyg
z@{CBYMd4%%r>~B5;T*Wh7`MB5$mr<oF$Rm9(Y{<GJMZAQ{;`R1MLjNp*Yvtz;p6F%
zTqxQNJu7Dl6X}?j4FyEvm>iuKv9ZRvS2Y^ZkLX8kBZ79Qo^(Uxz#YeDtFNupS6Q<z
zcElG_1XjBfw2T22)4H{9t_yn&u%~lw@M<t%7JWjv(Q1xcgsVV9dvcf}5~^62rX%=g
z$JyY6%b%TN?QLe=B28hU14D(Xs_(-buhsnz)Vxnv-kkV&?~rua5LKDUjox5>qR3Qa
z>#)@2uP@UtYw+dCJbFpJG&0}s%GV!YORhu`cl{|hX7V_zv+Ll<`JnO}$C9Lx*xD0m
zf^u_?fless%R{ak6lm@6!68pimo*4C9m@oqz6%7j%lPD~<rK_kP7puf(f<yJP%7<e
z=pci$Tpw=AKe=Y;4=x^r;whMq=*>p*zj7$V?+YYbU2&<lGq|>9%Wd3<1?4V|vYKiw
zcRCeDZG(1>%=u^IG~Ue0wnWLVHvs#^#Ab3Cr#!W8u@PiQh#x(VVHCn6f<sg^68bS-
zN&DLZY9tLQnR)d&(|m>JhiZ%@*>}zGvIfQZ7>aJC3$r@*Klwv~%PCq>r(&vY9h_Q~
zsk}es!ao+i$xN8NM{Do9evNj0k1hE2yJS(BD9b?<1>bjD{l1Ewls|kA&+WIr=#TY?
zx_a$C9gO<G{%+#+H1d3F1aNnxXjUc|7ZK&zN9F!VF#nOX!{u#r*IJ`30()+MdgQ&`
z&4m1V&-s`wc&iAdcG7~i@8dSXwyef37O|1D4DkUW6X-<)Rqhw91j{q^{A=ZylV_JJ
z)&APnm&G@zV^+0)5%)BUfK8YaZU4VdpC$(z(Wv2)c7=n_J?$QXkng1bzWbv8yzVSJ
z@za9sTV<Vj=BwvlB)@)2TbSQz>`pY)xx9^E@Z8~(fyiLQL%k$F=%}H_y=ix}kP38g
zN$0@iG%?Z3ti*ot(OaRwmq}}%#+{TXuk}7XHkMn>eF+^YuAo;d)+pyoH4c$8@>zpk
zE3Cq$;n!C351WxN^OB?;{bz7+zN}S}um{D{Hb7L$Xdsx^1iEPzw$lPay=>?A%Ll+&
zv(yg#c%*kBC~X9OL7X1tPJ^03C_@8mt<{~anQG(c9usqqS-+kPzU>iV!qJWJ-8@o+
zULT`ZJ{LR3&MGw)N%tMvl!~`bGlu6=RyieS&f1UPo`gkeE!Xp!uv2kSi?pJ2M=u1;
z?+_yd9f9!2?)HI{M#~vfhbm`F!UJJPJM;04_1je$!{$hM7`eHCw2z34tRR-5yYJdS
z2csAlH5?!+9wg_6&8pL#C~FLUf<UBN&4G9|>#Y&K6YI$b;zV7EE5yGp#PJ*MEor%D
zi(Y8{;TOzUkd`l3^n0Z26bu$dc_Ofz<w(N#m{7!`D3$tG;P5*-_exbi3K7Emu3M>4
zQ($7POZH*_l?=VBE`8R<&+jUa&#awI)m%#Le4@|{7Iy00EtKzPb#)Z;kT_27E7Ic8
ztN3l(z#=HfX>%PtB^{h0TbwQ2A;#~bjt{nJDQYSmbk;mRo^4r+I!|tawIwUi{WfCy
zIBia{cmG;H9-(+}cMSM%dIqcQGHka^?y>Rc#_y<NCy;Ewp&m2)u+KIjG+0<fhJjR6
z)^A6(EWsU9F=bj*>%~Viv3gG!DOG%Wb8a>87qlpp#vLVS`_R{Lv9WV!`#18GHOYpH
z7&DyMOb&WTqR2q4EPn|W?(F)k+P9=RNXcHJ@-;^wqO%7A-Aqvxy`+3RS6{**!+{UD
zUv75hebPFWI>b?~eHZxU?7%P9ev4yseU;}1^PK?fP-k?#?{7yY8^`_i3Qzy#)@RV<
zYtWo~=z0(hGr1fHb?l=?T-r$Y;KEPEo{07|WoE_+wQBzYT9ZAEQjb!u6g~1H1aGG1
z_V)QUgmu-Nd3&P83fY_;RS$)Kt&Q=NmA=`}`Ic!f^vluP(h&>#{*gT^pU0zb$rNfA
zW-Vt~x-XdQzdyCb6Y{7fJebf`+S%cKgH65H95jVR9gleGz7~&C|Ke@glPU1C#i4<>
zeQR?ZK21}b=wN%~k~g2TZXJQDrSL+;*2<<VF$tEJzp#6J+@*MrT9QEN^2Q@V`vK)-
zgWrkzdayEU%RxiQ?88B0NtNNM)!O|HIkdU>4ZpoRuaUOyw+{2~MZ%)m;pE-#_!4y~
zG80GXUSFCQ#5q5s=WnSw@Dr>TbGBEt6E9S7rrP{?ww!Q$m-CB$W;e7C5;o|zRP74C
zc#v5*Jv|RWyh6)Cj^vn{PutqkIJ$Q1hoAxK)f^|rA+t&%X@O(Ts&Dg>^!FMZ(JbNl
zoDGLveyMRH?SeTS2SfkKc8zjz)$TW2rzd~&mQ}`jeLHi`@_U>1*KwmVS9%q37uLOY
zv^taewYli`Z>opWde3VS9I0z+62b^7nY#vsKX3LQIb2Zp9WPLh!2J=(JmvV?qsao2
zlzIaGV0k|LpQ*E&msk-*1g)of>4?W&avx__S6%S)K*oJ|)d7Z)T@kX!FlC!b6UZXA
zC_00-gS(nb))j*xNNKD&`2j9eine%>iy(mP9FToNlaN$wf}BMWcUZWF*Agdqgd^(4
z(^jp5sT05NLOfPq^VRhPH22xD$)ZrZ+i!pUiDyheT|wudcWu7IKaCnY70sp~<*?2A
znremWncXM{XOx`L`FuI@O(Y4@Yqs&tFWMUC759g^>0yEFKc+te2l$x3CRcprja4io
z!X&x7AvDlC;Z5bKlC#q%Dy;3x3pL~xid$N#iL%aO4ulU*wU83i9DY5T<x?|#+AKmU
z!kV(-&Lx6Z?UniMn(nj%)Nb5?#M=se9h)4q0rLA<?EH@2W&8uT77?I`<=4V`3UP;}
zb8Dy-Yo-hDoTcH0eGYo=`b$8@+(wu(TormeytWl=EPe1LF<nc1VcR){d-CEF;-KGB
zkn!w?o>ko5miL#(q>LgiD<y@QnTEEr_?JBmyVgBOcT|x(M0fM0;~=?;!`ddNkg9p@
z0`N87V}D-=MLE7Mx>?ZYdT8>6)5x40{aX23-qEZH4m%FC?fX^(9J`JPZB)0?EYeF|
zNn$%wHgGdhvcut8XNli#pUOeWxF0g;*^AKAw*RE0?|1nB|GEO$Wj;IW+teTFD$8?f
zWYnP(E*E3|*w0kVbX15b70R%&L9YLXiI!-!F}IMKtx&6_ih{O1GL_WThQ<P$r|F-&
zoRo{E&pSr+<ww3R3#HCig1}G1BfhkR^JTKA5bKu5dD!5`tP{XT;uuEm4=<PQA*a))
z4Xdd2CasDY3c@&MPDMtZDxD!GWZ_h6c~7SaSX3D-N;+{@^-$QoKi}G+uTS(o6>9Y<
z_uuOl*<LJRuso*I4+OcW$|&=0#2atkL*cMfK**;)0j%=o#PDrEh0n|Tl5f+)<iWf3
z*T6+k+LX|51Fno3|F##2Z_~E~*2vWdpY({fB<d8tB@8bwogRX<dm9wKb!c+yM1xMa
z3`>8<D3sIoZ`S&OpSYP}?U`uyehZvJrt%u#GQkb+D}-CEZ_WM{EO3e8wk6IMnOJn<
zO0Ua29|8vr`kg6=f0@jAp0M6G!0Cl}I)1B-vYuOJVXwT^k<7YGb1Ok~BR>F}=Kn3~
zB*6M(+hXxbBRE)QIh(e#KWKmz;`TyNkaSmqI|U>>%1iTwo-|nKf|t&X`aDWL>yrT{
zf+3d{UFzWAz;E2lccNH(5q##6hwN&-d&liX)3g_ZL5URhJib7=ulcyZR(Q*B*0mBe
z5R=$Y#NyyhpTJEeB-lM~QWK6{L)3TZl6qR;oJRPA&Y&{#zm>byMQUaX0Y4=bFs{<a
z-<NPF+3OJd`ulj@C*E$_ojQH}+w^r38%8~wVIl!pLgx^*nGFp(L4jctObBxY2yX7O
zv9C6|3!BbMVu+nSu?p5D4zYvas@?}528J?;;f49TyRD~|&ly$5D#zu8#@KY$iz%&S
zu)JFEW{KG%kWoc6LZJM{y3nh#K4Sv_km9`+$}H>gPi5wXAGA%zuYPiJk`-QS0p&qW
zL(U$rFYJ2(q$6ulpI3X6zCc?o|Igu4V)mt84jYk-JN45i7>H}j$7u)yKt;S>YRKJU
z<ArEzh#KU;?!nuNs<F97J>kd%PC5nTnW*Bp$;uQ*kLTQNIK9Y1<%DYUp4`i6^Raw1
zya$b}Atdrk19)4xFMS0#ICcP4zg??#H_a;sv+kg~vyFl4!#~Q)n_X=vqlX-Xg`|pe
z-TQn@x!NTsix$y)_bCn_Uw!OsjKeR=8~2`${|Pe&fi@;CNb@PMp0xEmf>8kuo|_3a
z3I>XqW6>Gk(*RnTJ3P_s!(uNE3I;<DyBU4&b(z4k-+;2}Bc9m{;s4AVx?0lLHbdAc
zvF<o88_RM=2<|&-t)D&PMhu_b6H3>IA%OeYOI799sW#K3?+3Iu08KvK0dQZt270cV
zBs2zEGE@Z%3r*q^5xsQZRFIRyoMnic{7%enQIN1ZJ~sBk|APJVD*$bHd+<ygxb#i_
zV|M<$$*}SQqM(My+J@7iSB*CV9@p68Y+_F`Hvae0{;&Rd)4vn#nEz^38N7P31^^1(
z&H*HeJVJb~1!|4dJNv!>!A2fLJ9FSso!s=^G%WIo7MX&+{=&uf1hDp;WlMwB_PA%T
zK*(OnqT8dRBY<Se(g#Rl0eVL8Mn6u&(xg#9K6Wgj0_!iJqdgK!e|cEb^F4NN&priI
zz9tg}j9@Az*L?P-OwXTfy7a=}FV`8)*J?R4BVMwi1+H>5uLad;!CYEK#Rp^VJ=&+H
zW9FfxZrDKB0oM4xR&(+iimLH$?ms(BvcXadrvtfbq}!190qe3z;8j5NwERX?6ci%<
z7yrzI?;@&r2K{RpqSm?spR?{x=k<8)&jMHBp(udS-tPx0#I(nK^0&sc;|72Z8Q0qo
z43qYtQ7`vMn?SaYgv2dUaAQru&wId9paQRSdQ*rFo7}DCSm1tr?tKOUGFQP0;(7m^
zDv?~uncPIHA26ctY5x%6#YCR8p%;w3#a)*kQ`3vN9A%7v5zif$d(geX5QNOm_YQ%J
z*MN>v%KM;kW`=q~UasBiAmmw-W7jo+0LH@0H?z05PoHA?GD(M>nCk`*vJYkU*<k=M
z;zwjeN`-z^7GNC7CoN!J|J>W{vLbl}vXESi;|2{*XNuwx^g;mrs-!nCu7GC2p$f<w
zqxwIC2OxNFjq!~um;yAAUzr@}1hp99kc&;;e<dl3b?N`SIg^%!ZUS>P_C&`%i+s6G
z$}+mxnWOm-G5>{kp5Z?w8`uIn%g^AzcL0g|h#^{M?g@y4gL8|v(QTElvA4Xz5`MD!
zL;v`W!g#A3Ed{w+B(TxYRGoG7<|wRtbEuDnNBZZ07!v~xkRS;NqVu5Q^@ARm&q5ha
z<aKP3*LN)N^Y*?IK%cFZ^^9O1cL4*=ty{95{QImBJmc8(aiKDlIfRMMf(kDc1t=-M
zg8qUgujMmIO)->+=wxfz@Yt0yN288_#?3D<LXn;-(|PLK)Z~;XKnN;XrCgDzyv4N?
z2g6!;NdMZqM0A^Xj&Jhxc|Zp~KdRk5U97_wKIWg6JO0~b?!Qg_UK+<9dUEL)XmB7H
zkI<62o(JL(E-pP7o>xXHlbE(WmW}msUUph;+g)8*{%yvUiI|pxKdb~2j3h8C-K3jW
zuq1K^BR@=zghd|44Zd{kK~9QJci#N{n9*|PAE>X519JoOc)3BZ4}PDYcW2Idv7K7`
zFgpfu9T()_wT8NueRwhzw%$7EcyX@YTl>gBxTnYO+)Dput=XA@BIF2PC4>M8cw;ae
zggkn0F<?Lv#!DrfoKABSJO;P(6x8Fydv5D~&b{p=E9s0A(x(x~=%O7umiN~NSSN`U
z77;H_49K30Ygf`1qc&U72On!nKiDWLhS&W*Tx?@VX>73jx!7>p+r)c5EsfBK{vCXD
z&Z+tBMTHJenxL`I?Py}-JIg;)OsnX8!OrWVXa&HM6CEG_!xZt8VuD}>+ocr^EGBg@
zyQ&qQ9#QuJh(<RS?Ca8oJl!DP0)~q=gJaMlV&i#;A!riE0z^hj8_5k~e-)wz_CctC
zuH+B!U<Jnsv9TtAHd={<4*1~b0FBa8A+#KNi@SdHkcyt|3RM2G`J@k;4zwm??uAPb
zPjCN)60D8TF_3*))h5Yk2(C-qU#%iFFv4j9q0#{&QU4es_!En(DiW|;+)vc7b6g6J
zjMPmdRuNt29ruv_RwN!t?n}=fWqSJ&47h-G?SY-f&2_2%#fyl@H~x>s%Vgd5+&(=+
z-wu#=1;SD5VXM<pmtGrAeHSaz@PcPy*pEc?XP^}bs})bMQ2_o<?O5bBsvCk35+jv{
zI`M7E#x*VCEg4>IQEr6-X1@NS|E>n<h!=leXBG!>VeAX5grLAmkQusHks%w{c7JwJ
zzi-ic*)OJZUWT#AG>nl@A#(R_mI#o{Zf&lK)rI^#XsAZ@XD48v3xCe)j|03Hm=u8+
z9HaWcg#4W@s0Y21^Ro$dx$&Hq?(tt1$b5zdilY~x<^xg%`YEnAvv2}X%f6?1FT5EE
zB)#`tik%=b_qC@Z@~REqfSn8I8in-am%MpQn=U=Gwc-XnTC7`_saye46#gZj6f2y_
zA1Du<MXRB1w-UY{vWzycVJKjpJbB4AZ3OD40G)I${=%$gUFVT`i}^q!XL<&3RRI|_
zIU5ES_7N7A3sat!SqH6)<8SkU&6kr?$)8qzHUnFyrz}|8uvl(Ke{}a&&A|IVmJPB3
z8v>T-@tQMW&DqU`29Hdw+(uh&nK~uE^jilt_Fhm=D#)7D(-99Rk0j{Tpmf}SUJNFq
zUjzyq^>$0EXd|}`aO8fWWzdZuvTq2YRdq74iF%(}onJX5$4oHqodd(csL4?%a=F7-
z(6$TkdYDF|`_Qm)X?Um~JI<Ui8!4p%-(1)s^WYQaXLzjuS?<Q^Z@V|I{#l<_p7)Bi
zog@}y;n>r~MZk$p$f=hPlsBzRP}vUZkaP<`LCusxa+aLJ725$zD4QRX>RYJoL}yah
zsa#jWx9fW{Rp&|iwMBf(5Gh`RpHL%!3jj^R*O3i(k+|VD_S=l+ge|_8x%&s4Y`p;R
zojo$Zduar(*&>sGvk^cgSLjvj6ehGcOb4|ETmwpGdist2lWSnA>=&mq2R^uGT#7j@
z<^#?6H(AfzMV-#37j8QB?e#hzKNG|SO|@l-JI7Ev*M1rpZ@s#@f};9(&L<ziLv8I(
zfh>SfO9CRu!Yx@MNOClO2|D@9`YEO@S{Nr}JGd76Rynjr`^i&<z)2ztZ&?il2;#FC
z5_{AevK9Qa+wl}Ou2hnk`JYl+Ri-1o+O8e)%i<H>N-&-}iXvNY<J%9n;&(2<xb;2h
zLLM*<MlO;Jrt}pjF!-<4<O;9z0IA0z!Mj;oOqR6lTz3WV;YkUQQ5$-Y^knBVf}}^<
z9EubhonmF+@|D=fnS1R|Y?|K{*|!S#pU$Z@?5+?#&Y%tzFcDG)aU`liiI0s5OJx$T
zbpXcEzvA@s67dQ>Z$={sYa5ew|L!j*nZY1p;(InCmfPMRG6uuOo=Xq;IK7bf|2%vk
zQ!A}`Ir1Ph&^lcw-A&e#!O&Nup6Qamx=F?(C~<sMjYnTF=O#s!!h9AJ`}^eVGhR`D
zOH~c3YQ+sK85FAoI@}sb7(kNjTnSTH>>e6AZZYOZt}+t{K@tpu+5Panb_Ac{W{d!B
zIf2QLjSal%D7sw=;5iSv(r>!OMY1QqS*p3HpRF}B90y8elPU*|RsE!2TZ+1xT}@Fx
zHTbU}{|ZHHjQ!^@>EQyL1l*e4S5E*pB;gizEScMEp)#ooGWb?I)cEP-=X^cH^`Qa4
zfgI6&#UN@k`c*!X#B!C<=&G^tnK?47V?(C*k+YOGNvo)g&ru)!p%W(l?faBS><EE6
zgG2&H48Cpo(zovjU=Q6jtDU>>Cc~z>j6S>0GlHe1AeHkI(pW;FeOVALpnl=3uzB=G
z_@iVi*$jWL2l#Wx`v6!0)|O|J_SvNKv~kW_uH5lXY7J0#2cGdV_V=owut?>mbEOk;
zFu5nISN(UHp4;A;m7D4DVy6+icAkH})cw!Vaf=uFC!o?Z(qHPGUGMiANo+XG?k!0l
zc+_X8eaq23J%^G?7jpz+-sPWg^06U`e^dL@pQY{r677=>CmD@f84JeqXql2{lRvZs
zuwVag_zfeE86Tqn>tx7!t^x6Pd!UNe(bRbEPEE@oDtGDIQcjFP_YZO<Nf`@~MF}rN
z%DU@vndUaj%gbesD5W;K11r-{0S!I4`+>sc4ZTa|obr;v0c7+j-QZK~v?J(q@3jDd
zF8ZJN&QWyAi-zz(w{)!kz$P81$B@7#VwmqcI+tYO)1%w*Z+<N}GtJsnliANncY*-3
zLh4J~8wl4?;e=%?xJQNdCY!}0M#d#tEvafgD}~Vi1JirzS7nOsK!fxCOT#1b<jRM_
z&^dBk=QkT)M_5;00akP!i+;TPfwk_yA(=qxYF|Xsm@|G~hyGCTUt5yDxIdCe0g-Ws
z#F>l3_C~kw$NtnEdknfu`EtxJM7KX8tkAuoSVS~@i*?ojl@qcYp$*(n{C)gp(nS79
zYNhFsT9uAvF*S#AF_Q;x)wrt2Aph)e<engZZHWiRTK9vZg>$za!|M_V31>U|DN{!S
zWZDa{sGoplHo3|Mn!;DzOD41Fj|^~5e*UNCMr;6dqn-fnC&7hEakbi*G_-EsM9FlE
zXIS^|S8!d$Wls6I3QeGpxSdT#`B+hS6`}4^CJ&+!NFJJy`CYG)EpY52=RV#rjdULk
ztMZhhxXkp2-mXLpn0cZwvoj4_`y$pqV#FhY71QKW&uQR*#f4-*T{(o?=uKeR_VJl5
zS;S*8$6k7JM#_Tn+8|QRxHF&iBm8!V$~|zJ8P<VFG=<3ro4+{Vo@ZKmhq>7cWbt@M
zLB2&pOk<U0g>!Ew{ha)^nOav0f(KVMOQesZtFFsh%Oe~|AywftwQq61TnMoosk4h&
zGF}u}iLX%#=Pg;{wL@%;rTdgq?umB;S}4rYYFzp}@=SYx_!HXx>gk@eWQ33m6u#nX
zxq|0snY^t@Di7E+0W~mz`F)j%++k#&`?h7cGIZHbu<_cV*R!@VG9=-1zY$?&5}lNv
zkWcwbK-mKLyFw9$4Yqy7{5cGWgS?g*h;w~MT9fyrCo{_*Y31tR{`w>Gi6mt{bt2{{
zFGgUln@hJH<dE+(nWsxxk=)U?-P2#jjQk`57fi+Ry^}xrsMr$nGsSA^u{^t2!^?kt
zByG%DXOB2^WdZg<bWzEuiztV_mvq|&WEt@NKuCO_Q*(*Jf&2mzdN2jAkJ?Z>^r(zv
zL<D~k5Fl>ygfFyt?rt_{hd>@PFrJgLN!=3_x3pl22VPtD>h>D&=PVAe@MmGhH3M_<
z5;(a@dJ~o)TEp7`VgJ;w=lxVy<eNmN)xRMo_xNqa;%()&eTBGfcW*o<jQ`!IkLjT;
z<F9{@y=lssttD_wKKvnS@JCAC#V-{Wi!H`nQvSLc8esw#X*-X@qj&eVe#C+M!9}iU
zE52#;x+bXrUBcS!UCr!kR>yDg+o<?(!(k0u7`%KaGzcGLNidxpi9r>mmHfM*xf9P4
z(Q}e+n?>gTH@W+&rv+0(5!140DX(9Er(2qMI>b>TITTNvtN1*6+qPC-zLx;=--7jr
zM_iBk60?y9ccpBFYq{%&no`6P%AUuoT?{CPg2fR!kodzH1h3R5_ze7@MQzeb>e!(C
z#zURS<5+$0yK+=9n$<umI;{81;=1AALI5%B`2u^(!qewnntc8#?=SG%F1SUm+&Q+h
z9B)_@_;)DB^riYz$nL2`gBMLAVLIt1$Y;8mdxgYT<aZWN`rOfZ={hg$Qf??RZ_IVA
zbODNmVbE@QMncK}!D~U*I+=eEHQ!<n$BC7p-Tw;DuA8rJC?H(tusiKR%lK$Fg(30X
zdZ6fFjm_GA8S&UKHbZQ`jMu#eO1E&uUL9X}U$R=8VBa-QZi}|to2{tVIPb6V5z&5J
zH^K#Adiv<4Aiu85JLm~|se|N}D+USOTeCZr$%_DH;52RwYm~}cY;GNFDs1xC`-)j!
zUrA<Jt~eAWqpmdVSy)16RNIm|{>|3>Q~P^^fZ9EO5&!H&XEbp#Xs03b+qZ8k$m5;v
z%fma@C*YG^k#$~kOB$)kNtCRMf$_#LF86kQN`PMM-znE06H`c8%zIw*4{0)5WKd6e
z7LSG$3W29)WCDWQ;`25%(u!ozUzBug;nS4Yk#}LTwU;M$=}02u;KN-yK@;PFDoDEN
z!@Fv?kj-FJx~{%7h3h6ICpkhoNwFm}_IB0&vH&wAFgVa-^XCEk0EsJig>lj4Js5}U
zgchS?J9v~67U=}N+WXbZ?N*4-K-BiEmq;ZNmwi^HiH4rOJX!tSyLsSnOisSHIrL>u
z@cL7y>nbfwp8RR&*(a}-RVt|x9Wvw9>`ysjbe|EVgoKii`)49E5uZPQ@&aV^D)L*d
zQr)|PYJIIen`@KbIWs~y2N@1cDhE8JppCMk1Zo&Ur+OIo4}I0ud<kG^=myGh%)&B+
zen+++SBi6(d0^iP#%+tDq$AZde}|4>9`gz_y?14m&VT6UgiN&ayMJ=#?B5e6KOH!Z
zSGmU6HlshL6bx2cj-^967!$_pet?vE1w#u#Lr4!iII9b&75Z@N9v*S7fvvml_dc7=
zh%ac2B?UKuv=#3Qp=z*~*RxO62u|pME1Jmv1dptS%BF72b5z!sXc)OID13QB+mAIW
zO%zMk9kTrQE22XT8uX;28@D4Q>OQj#E(!?QlLmwpI_uI*;W9nD3>))qKG((yrKG{o
zF;C(nxF!ipvQ3E_bYX(I*ebn?HM6=fj5K#}vO9qe*Mj}mg>G=(Ou5FF6sEDK#GJyH
zg|ew^$6+IIrEJo{k=kZH;f=sN^_-A0nGXSZULNQo;H@w%=d~n55kgF)#Ka0gC{`DO
zcw39hzAdahOK;p{(eT7yj!jf2$jiLy*pnY17#^D}`gO216Ro@igvCo-^g0-q1FpR`
z-IlPpRTYqme^*dwer-PX_|0(m^mOjc6H)!4$+CWdz)(|+D&$1?c3yFRK<`jdqHyVF
zTT=b=mw!93t+0lj?-lgVJNQA|Ct*Av^w_zxTORrxvj-+}e~VA_xw|esH2+gbO4;S@
zGjoY%n}~VlWmdx-a+IUOEeD{?Uj6ov!iGggG28w->*qZZw-|*3=Xi`g%g>)dBDKFG
zf4*R!HG^V$S>P0e*u;%~oEF>?gL;LiQ<*I3yO=)e&j{m<d?Pb?9bFZyXSLh2=g`~k
z2C0(67v7F>bEI;*rhgCO;d_WN$nZ}Px@4wqf?CJYwb4JwfS*M-UMnx&P1h1Jb6)<-
zxH5Q}JdlfCoTd)1M_tf;&tRS$zE(7o(qD=C-JJG%El|AYk^1-Rg-wbPbrXOCO4*fg
zkq>-<{<C@T{b>|Jg$AohM(TouQ6fJC^&eD)y3NZ!=#=^{D@iQI_?m<0Qp(Cmkl`8w
zZdY+TS7@TGCqdbkS|f~+z)c7t%}6`Gr;)-AgKqRQ(tgynXMY<0sn0HIf%&1E?;!F~
z?>@N%&ton5Y{6AnNVA(Q6*&%!;$nC7uB{EOIuf|XK$sM`QTSCtG_O4*d^)b0$YsTD
zkkcvH8P};ht`cTn{*NlZ^_2A1Y*89U4o^*S8^v#MS`vwZ0}K?Sv7TKu<SjkHX35_p
zV(LQtUC-^yhdPu%qHmq1%cb4q6;C)lo`zt+XNi^F+DpA9pv3J;4Qd*=SFBM_{dD_4
zc|}`OW4(i98+i^^kILk6k>{tKR*9E5anlmMV;y#5IIM5bYs=}bUo49O9+-#Q&!jk*
zsrcqBX<cG!*vl4RyQ-PcpLeNN7RH8J^oUiUh*>cOPzJ);WghkgRG<@iL5=N)2o~47
z8{SsZHVAMJd9g;20o(>Yu6$pIiTeP8gnzL!Obeb(&BWaNRo&}?yWvGO7qADXl^R7F
zzQh|T^r^dyQpw8<1UI~jo=oPY?`6e^K}BeZ^ps}^^RRf}jdBg;J$*pULdoApimt=(
zGVc<iaqF9@bZe3@J{KN6ltwq9`B`LzaV@ZN|IteEC_4Ak8L7!(M63Tx;t)=3S}bd?
zuj)?MfeZzoe%xH5)x#4G^gmQm{Vq%L)SsIAz$6B7cRmjdpn^rRnORs^00-$y7+nT3
zp6O-(8L7aX&`!daLV|kUd9<xCv(miNmPOI?Q*w$jJc~C6>Oy~Lr>5W8QYH`F=GT4Q
z{qpCJ2ZQVfyEQG=n~-wz`%iS9Aen%m89J6DUxQ|+9$Jw{yE}f{SU)ZCBut;?Abvuu
z`!f><InKmcdiZwpj1^7L%_+_v2}N;M+OOQ0x1+MnyfN3<q1Au#wHWV>gb#3Qkz280
zLz5qeS|z26F?I8)+`+iEpb{Y1j5LUg|7k&poIF_rka6b59Qo1A%}uEP_ii5&;G#To
zOGt4O+L85%z15%7S>k?T^JO`!mp3mIB>RU7Y#Vsg85w>l%3i9>gORum_p#)tSo~c>
zd1Q8uyLkuu&U{G5+F~i(D-bN{iv(iosRs|O(UrU(#vT6FPr~lA6xwRIh*CZbtA!H*
zzIbHte*cwm!>_ais;`R@0+v!_d349gpqHyJci3iw1C{2&i#F!Ox2g_JQ+~n|Z&NLA
zncUIdr-Tn9iJeFPIk3OeZ)oiP(lH?n@sEsH%@X?v{OAKGRdy)7q!(BJ0PAiC1H7)R
zmxo9Rh2P%cw$VTIg;v+LN93U;;5wFoGyHB^WX@s*e#*F~oU#%!l4%I9V{km@#690F
zC1RPom6sjw3(Vsv>$<{m+3#tM^LBfO|7{HK%|D+eD;lYAE@+DeHpZd$xnKZIE(*3*
zbvxH{(P1PM^$U+B#CTL|6V(->PPELR#(2$je&D^$#2)?KnUpSQhvU=1GsRmI^TnW~
zh{)*bWTv-RPTeU?iM}4~THH@`*W+8!DZbl%cwmKkiXY|zL(_z|cfdW4n{}7nRwy3x
z9^ksqlYx+}F_Zg}r?yblsF$|ya+9^`XWWtc{D?8UkirT@#~4Hlft~GdEUzO889*7x
zuykeSJZd#JRC>k|e3x+uqynOmR*gkQ73Ov9grD2l>9HKf80tk4hHz1-fS^_ybZ6KC
zJe4&Y^*V#xQ_AeNYwMf1Y?CsSrbJFJ%Oxca{Vj)RvBc2~N|!G@FZmZy=L`Jrvdwd7
zwH>C~*iP0?O)+>_s<}sP>)ub=iZ(~2ziSw>ZML<{Hz5MQH%urhDfxTsLq^#ti(gR`
zGBQ5?2<gWOY*LheNG#f5!sX>2I14_1?c>N0tuD3+FS5<m`bm7<g<Dz_S!6e&nxyT3
zBAQr#-PD1-E|w3*mqEWyf{?!Ui&{qYsNl=I8$DZbp1pjiDipfqWHTS7FOThMg5;X=
zOv`I3BmBQBhtT&DQ^PydU`vA^SU8}Kw@Mg&!`TL+LY+N^aexy-*>BaAygng12%M@;
z$6Hs|ZJHHd9Yod2b`m&pB8$T=_W+)mwr$9a;dxJ$F=?AUmg6E`nyIn#eOQ0Nx)%}|
zhW%b%t}Bu`U@z|Z>Z_bpWoG}uIE1|v5EnI5`idzeNH~i5l+@hC$VZ{b!CU2MPd5w2
z*#yx#&_>)DY3<)*I|k%N(=(>ta}H1*iWtSHhBm6~Up;a8$pGs_v@P*0A`&Gh3VEb+
zjp1*nryiU?WORU8Ffo}apZ`g$=2P;@w_0`HmVQI=t@On}f`)<^#}ASUwtbJz50_)>
zt|~Jt4CoJy&e#YR?003I;YC^}VmK#Jh=f3c5Cs<)UL&oUj)uO0(E)W}zZyVpqRE#{
z!)SylVO08(y#t?;Wv<obf3gLL8D|5e9q!<9r0=Rfo;xC)&k!>##>3!*NT*rcd3h{D
zM)~&&=5L6W1Kzg<V(DUfoyr(WJg@;=lIl0Ngo}+4O)6a=a@u6()mTaD72eQUo7E_l
zu$Pj<pM9${h5d1n^z$NKQTliY&I;x+ZwjVPbCy<C3>`w_Uu0B1@5jrouLqQ4J^ec^
z7Wq_B4;fmSoCIEpCS2e4L#2RvGl1y8M?+36(C&inYgU??&8>Xyha$gEOW9YS87mMC
zA(w^nj(|D}^lVb$Yfv!##`z}T-%d?=mpdlLPD|@x<Sx;EN#MPfpYf}-u_tHdMxx-Z
zjqbX&Brv~v?FDkt0_ke!HISfyBr7{k{U?>aTUgwYf(e(zVQ2ZKwLI)-%mNi)JhAx#
zIlb7WnBk;B30>puHPm$t5+`X#)2Lyba=ZDu%l-yhTt)4b?c^p!JlwYGgbSdwXX6*U
zuTd{Iga1oQ18y98f}y>TxDRt1Wtye)@}PSKg&GDQVIS0oEf4cU>aFpLVLg_6Rn8`?
zPgY9bzR-JWKEHYIm0*1U-a6*&L>KL=sA0&KhGdYB4_}YPR}w4-CcR0(zv;5MTqf)5
zF5!MlXrD!x_DCR<3)`W9>MR=51r{0c9uVKcl5Bhn-`ydpbhCI_Scb}7PIM|XvMdR>
z4Q(ruH@j<ENdr+Ws{usg5d1p~ByLz=X}VcV7{8$bX5UH$0;@#JG0;5TJk3#9Vpb&Q
z#wqff``0RX>X?TL&Br5u<oqjV@F#?DVVLzWvjO}C&7-|i3_`W@u3zQjk(d<L>&YcT
z2lpN`D;#`BXI%-y@{12O<nFW^h_A-VHV!$}7yi-I>pwokBJ?wEIx2o!sWrD#JQ|_9
z&aTc-{`M;_&b^MN0@MJ3)3t>*@OZbe^(5#mRn&A74*tg;e1I1gPVgVyH2sTEF6_YD
zSHilg8Ln~r`z@0seQtQP^;CM3m#snMNNUT=A(@2f&lUb`+}AeLufF@b(5zt2Mp*`?
zk*7aiSA%3FQ!mJ)EY|9y-Qe2W6|%|nL8mx~sQE~Hskj0vi|cO+2y)fQvXpm4q^6R<
zpk%9lNmfLBi=_Ipgu&ZA4|A;Vh~-FEeQ7u&B{<yq^M`p{!cv}%d!|#%aK@MjC_m3A
zGjxpsrkuh)lnZVJQ&a0nnujGcNYMQ>9Iy~Vls1L+Wn@>W()$<~W%2X>G^%v0D_#-~
z6TaS5T?v_M@6%@d_X;|>sQVW~o0aZ(ggt$4%XxMq1#?>!!>@=i-nz1zh*B?E?~k1~
zzu`A6CmGxpIh2Y1O2%{k<ktC%Ai98K!q=f9eUR4O%wvuQQR!{hbO*9zsU^#tRF|9$
z4HJtm*@@-OqYi5}-eAvmbn#&~OXTKTsFqg7SZVx@?nvKX+28$dVIy$83~AY02(%Z;
zzMGl+SEjT{UdukfOtkt<i>ObwuF^x}CN({L=yrah)T<|7Zk`mDez@l;Y^~*pEBC{q
zG3>B(#+)S>!qX=om1!Wc^~5TS7D-Uy%%XnXWp^39B7^l@I(#Vs%rml9$V{2KUdWA5
z=A(o?&#qi(w9(y(``Gt)JxvETP(5#_c--^iTD^1Usipx_{`7%Nzy3_u*hjN}^LmN{
z>ecg{Oo{0B0H1IrO1nB+qpI-Znw%kqU~pg1dK)P<^u+}tU?OzO(P|V=Q%c0rp#575
zIZQAZ_@9d$S#|CoaIZYM#qnG3{)DpDbf{(CV>k_|&Xa>Kp(ST{Q$jFVvwO+GU7y*9
zWrD7vnAg+?M^s+mkYXd=g8SRFYL7jmGoQB72JjU3I#Y2mz@BfFt~rY3k$%Y%vEHhT
zu6mS?+8Pg17YXkDu~A~Aiwjwo;qj4md)hN?xJvw27jje<Jh8yIV1MoNQnRMhDA?6)
z4Sb8Fn=q63O9}gP6Qc%8cA-_nfm3Syc>=J%m@-J=p{QDB#_*_DLYK+xgvb`8;2e`|
zLC9dX|0RzSf|~q@?Uoti+=Q#AVWqngbLLs(Idh@QXz5g{-($itEi<Q~wz&FUNH5K;
zS2q7oC$$&e2SIDEiCzXR-`r05n(jDSneglDPGG@hDYj(m4}S3H>2@Gnq-`h7pvYmd
zj5|Hs8NB_@J|q-%nFo-05I}O|c;Z?@-O)>yEfm4?lhRbo9&>iU=WZ!q_6mI-a|u<+
zE0WU&^?8OjGF75pavZQJt&A#5%Pio6kZBrTra4pecrk{5c(L{N<Zqd9#xdb5{r=dQ
z)8lH-A3ti?b#|U_gx?Q6GTDKf5`aar65jKd>pVni{*2uE+;Uqox5xC7G+T#qZf>rC
zO<SMj#Gl7_zyKx)_*XspA(@8;Xo|99CfCxLQ(sx`)XUEn)q)c74eru5dco4>MfWkg
z-8l{hD_`RtfKB!%WXPAD(y|=$SyTT5ks-*s7&eMH*`cAdW;w_mk#%Z1Y%sV;>JQ;J
z5Gg`7g)fqRBR}OceI|USVWadJtIy#>UibLtOaHv|&EO4>V8vg8@;$asjtI7xo)t}-
z-WBK5a))CkjpEbOw%uAfy<_@5{-=rc{OW{n+86KOHBVP_WeGtFrb2C=i1MZmVH?$P
z2^AL;VT#y^{6E*GET?^e<e^ErzbbFh6tPVvX>ijLxJlaMP86Feyq?X+>PM=tBzZ+1
zjU0xn8@g>bSH4+BamxJe7V-%-gUXw^3Uhd^b{_%obn+Xt32zlJRLL5Cn_N&?d4TU^
zDx5i#SCijdbPhrk4&-^H`RG_>t>TbFmAo>hc_hGNFyo9rhKE`SO=_un7Sn~j2tTaT
z_dY*mS~9Y}3ej@OsW=(0K2dwnO4~UsVo!d`pZ&dCE;JAi4o`0m2BQ#GpZ0%Dp6<5n
z`idgdu%;l^@yc+?LiA9d{TDcLu7L|DMj0b9T2Y+Qsv3Iftbh4}An&lMEx6i3wuGN9
z$iHvqu|7spieBf-0=u__w`!sFBgl6W+e4fklkMfzlgbTMH8qB3Z@;9i96(>(M`|*~
z9|vi9q5gchPk8GqF~m9>(zUwPU21CXe~zdJo7c>>7jQOqc^=)VJO06grIWSbwFkbS
znelrPXbD6G;s5)h9jg32xRXrQkZgat1Ym}H1-WxQaUbh+Ac)STJ*QznmQQXWC@jF=
zL3|XAwTsF@sP>?XXEqIdQ;-=?;BC}H>xUs<UQiR<YH$+>*nKOiK+`Q=HYmM`bXxS%
zsEErIgW6rDNz=SRb4lO4?R)l&MKQ(mO1or@_XRX!5b{3EMq=>Y7gSO88jE*i@?RAG
zd|prP{Ec+^v9Ho|s@4QQ8GJ^sXFn=foL$|~1bhA|n5%C?lqG(7<M#}}g1*Gbkx{S@
z;AEe60Y`d6_Q6KG?=m0Qel&arD=0sCV|K)}zh5?66v6;ci~|5<StnjVNcPypMaHB`
zi=F3(WfD{A3(d%zxb9;S#N?7XW&$16_c_azx<i|ec<W&jXN%7HaYym@vvlJZ)+<|a
zIp`(3yl<j*ns*0q^>1s+^LQQnD-OHXNm@C-AHAd$eWoHSsUmyOtj2m92in7P48U=`
z&z)l_0ngrC6USwbUNp}>tmS*YC2ZyHUB)@Ir8`Pg@Oz6d^@%-T?f%p4*W-cU8mzjt
z0pi*<`9agwf4RBhTsS8jI8-oYqvz|vagW7dZl^9OWbi8eKwG8ZxC&*ZgnMUL__eTb
zK>C*m0&vc?h=_=UINR;R?~THAeq*UQ`&O$4yYap|-j@@nk50C_9#Du=fWOB((kb;J
z1QB)Qig8uCtoTJtZ0Ngs)8KYR9d}v=dxKFr6<sCz4auo!JUjL?;s(*Ij=LWD8a-~V
zC$<C*(7O96jX{KhNWy4ffH^t%6OzOu7D<{pdf+xmD<Wt>IQuK|%7BoowI}G#!)Dk2
zv<v>f=O%_*P9{+Cr+wKVk4!LCQBxzs9zJmc{n61?-C>FxAP|&|6W<v<cWY9zYcMPa
z=cPZO21sS49A=B+7@q43!8j9{KkO-gVs2BLx!tX(=IbEJL?mgvwX+VEu414lV|Ekp
zkr;wNk(q6rr|L-(eeM}?5$eJG6p_l8PZJN4C)-?Tr34=<)UL(1-o6&gM=1GB?w+c8
z%w$);qT>1pGtlOH`V^<YS5%~T#~9;2_o4GA?g<H!CbmE>I6`Fg3_&V=HB<Jsu-R#8
zv!yk`w<_H1-D7*Kxwo)yCm4HPEx$$`N?DxP3~>YW`3OeaL*}2cAA2t{T7J$P1ig|L
zlJH?~I;eToqp^L@<u>D)YY~S<FDAG9+xFQTd>=&2twJsOQN>+sv>(Gq+^Kpq3j4to
z4@lM3W*ZfkA}q25)Ub(1Uz=LGp3aCIfBa;c<>-4)RN>u-!7VdiC?g486hS-+__pY2
zpjr(xxQ6uk5?RhHwR?YDM**5NBpIA~{WG&Nm7<xzCzIM?`L}=7WO3Jt2K_!;&YYeM
z3P`%+W2FRtAgbqDqmZGC<frrx5_oK@3!6r|mO#}tFjT4LrfY`_V%uc^Wp4#aPJH!}
zn}jqRRC^U>jY`)T46JO&$dgpI+ENR$^TJdM)hPrfUFeh3ZbUVMAuNuwla~(6$Y|o&
zqR5%VU2FgAI~vi0#@g#a-Yh3bT|^;@AGW~g+wFAo;aK{uyjD_e+-~a^cF!JfZGV3@
zlQ8p>fPf$u`F;rFXL54#$~Sj+_eI4sr4P8p;BOLdGwF?~BKe7yi9Q=r!S{RA9kgFj
zh<<7dH>dZ;!k)Dhd-bp&qqM3!h&q0sl(@^r@k1b8NPn{ZHUEwJ*73{>wPZ}flN#WT
zk75hc9W8uHC@}*lOE5m`13sXnw4}G78Y}`IKnJ!`XRW+0qjTDIHLKnm@ccyftQSi<
z@P<)3pb@+&bL;-f#|KE29*Be@j-N{~J*i#?1iFBrl#H4hhwQ)5-xO}$nP_=RPEA-3
zRCb*q0nkUj^ZIV_56IpwK=u&>5C%Ql5b~`?hdDswJ6z94LrMi#zck37oqlQ?J|1Nb
zj`7QYO+=j*GUst2`*vC|Vb)8%^mx(x>tW$)T1ILh=zj|x(H0zh)&6Sh0q|<dF}_hB
z;|85D4`O#4l<REEwB@_ktjn-Jkj=aPZ7c`gX=^wR%ZC&!)2Wpw15i3aSJn^-zcULj
zIWu94-VgwrASx_O&Kp`FANief3+U2*X~KAic>l%9KTI<P$QK9hq0ayfEZOZ##$E{T
zHXM15x6Rzad3H<N8ouG=1;It#*237Nx@)2Y5vOc0fp=IL?9J)x60E9|(n<sY9jVcn
zzJrkbw&yr1y9638;oswuv_T=HuVZwi#t#2H1V7$@H`Lc-Vqx`lh9xS8_G3E7DPfhP
zlb)*6@VyVw^h*R}1%STMnv9$)o?!2_tWv)|_JfRVhS*0M$+vDa9MMrxA?z4x*yE=L
zCFbQKe)`e0qWvMa?2R(7A8bW71Hqxn<onh^#`?=Kimj#^R(l+aJ{|V3Q4v2=ukqPp
z;NRKzt?P2?<=yLXhMAF!?*Ja>z%JJxm$*`-r+**-(-3ty%d8D*C5^(n)|MKJm@?}M
zxN8dr8wKv2SQbWAZ8k?=gJu|w0*`oxGwom5liq>yVbT<jj=oby3V{?e@hCu(pg{w|
zZMZtTG{1h5qt0pvM<y6s-tXaWRC@Md`Yz?(L=@>pNC`Pv-kdK@Wj1^0;^wRz_d1#i
zWRAN^s6j(lEz%FcuN;YGz|(X_qafFZP(q17#IbKdHtO`SM%PU+3o~Lv#tVtOzrNH$
z$|Ux_WPGocD+^`bz&`hOUh8Hur+s%5&?N)JzdkMoGO+V0BWDPHNoxn6u6CVh=6J97
zV!V>Fec$9r&8lu8G}X^;R7E4I8@z^wzJE9;8R9eiA)6HadE1O%e@>2OAAt=g%qCTQ
z#Y=O3XW5D8iA=#s`nr=at$rG<lTQZJ1X9sPkxe)_Xm8^YL(BRm^z@#WRYVOqy{y)(
zwmPU^H6q)+f0ZdG(0oQ%pqE=*NmHLcTgSk_aBOP-`p39=1!wp$Y=*f~vhsAH#(WK+
zzyYEu>X^X2a{xoHya!K|!{?>J=bd>0$bbOZ5CK=hP{{WMWzt48K==%62VYt|{SWzP
z%})40n|~-9c*7@!sIAVwN7h4{sGWR-vC;yA`c-In{A@aZhm0t5Fah;#Yy08l`gtMH
zKwuKEEXwe%`ji+Wqxm8KmEl(Kp}6zw;d5(cj6tyfRrIL+aaQVtY}Fqj(QJpclaDb+
zin{qiun|MInj9&Ak+0-Nu6sWxwvG9T;VhGprhqC3@gy<i6EjZp{fru{(_d6voaX;X
zItzy;+rNu%bdQn{WOSz}&1gwUMU(~!1u3Z!qZuV3NJuv*k_t$7H`3ibn$i63=Y9W!
zYjI!qH$LZ_WRgf<*EUax(*rQ|Q8@Vzj>Y1M?H+1V!OLP?M;1SXk+GQd#vo`;+b<sg
zX8m7Av(e(Yw3m+RKrln57L5`wnpwu|&&!Q7coQ>h+6SHv>QF9PESgPoE>C9I{F>*T
zz<XBBBaZEVLz)w~gd{!xRkPR!QDFObh(-zf_YQd;E~KT1-d+_-oOl&#roYrz?=O3|
z-b{aRoF_|G`*7&@K=<~Me~h4KWOz7N(r~Tp{F{VB*-wJ|<*RxPhZP}c=}XrHsr#Fe
zS<7?~ThmkW!j{)iZiMS9=`4!Y>>}oaP7$Kn$OPT!rW3Amt}qj<qjAQ;iXaL9i@Sd@
zp$`p<QSm(>Z9#@#$A0<I+j&ks9>f|hvAtlJiP<<e$EiJ8yHpIA5+B|iN^m+=KP<0U
zA|cQ0F1{_GZcqBzGia3OuDG;mP?kcWDzMmCo)O6VhJ*aYU+MBrO9Xe4zfUF7N$PG!
zMzq7wWaIeQn{a>ov#c*e<>i7z{^b}!E6Fh;UfO|yfq?dc#0qTfZ?+_j`B+T~8gb*X
zN4%6eMOM`rbxL0`|Fd1OLEQosXaBdUYyL9}f`Xm=%GLi;nyg`p&1xxCG27!Mms2E$
z)t8&H2lSWA4oWxISM4~&n*-@FgdX>$Yu#>i)>UoM2Xk4gA>L>J&`*b+*g`m$yL@Sm
zat{jdnXhEUg5LX>U666&yPN<v75vo%9llD<!_M@sq!9=xx3^NW-|?zaGBfA3uhQYe
z>99=uZ-{L)o{ZC6x5}A9Go%sJ@}%?*FnpBbh{##${_1~yxYQ}?Q)Wyc)pSZkEfa+`
z5#vc$acsq4s^52$pn(jYRL)u`(0KLIA4W%r+la}}bZ5eX+i0p55XhAUAhHF=bcR`J
zOZ}wJ!i3lUyRYSQyKtYI_k8JRxxNm(`mCZgID11vuklh9=Y_2O9BNM_W9`G-ORy-a
zJ!EMCAK9b@AfLcFkzDNmR<%c#*{E*a`)h0P=8;q;;d7W)(!Xy(4jo52PS6)#VJ$(L
z>(nieK~M%KXf*-eW{_r7w@T4{z)krIas?`(Lwbc9iHk?ze^XhM*>%9RR^zSpQs7vm
zwJ9lbPsx7YF|gawK%;}>%41f6OV-l|@8W!ku)3MG$!Br`{f{n7)LTGDw$=A2>hj9>
zbWn6*dDQ{r)xe9=I}y$BMg4V@bS*;f6ry|Ow)`!IrP1?%#v_`?qT=|{GG;?2<ia1r
z-!p$b8|NuICcOu0KD<^`5W!OhDV3c^=1Z^NjttQe;fSruWk4AiNXVokn744RbD@U$
z;5DqCEAx{r6cIjtz!b;&tpPvxW3UxY6mk(th4E_0)WmTfQpQtp9B9QtH;!-Zt)b|q
ze<u!h$mx6IgKC&Z@MTUU>ah4O;_}+x6Q{%XsKV7x+La4x6uGqJ2^g<ufL$LYqFHu6
z$+FAy4_JO9fTPY(p1?n^FNX*6iRl8VDm85$T#c!gctpo}u@kZk3$Q9*AAy0c0~X2$
zF>7<bXv#`yT#ttT8f&otMPk*S{FM}<sc-Qe@YhT$iVCL1)TiX6L`UBBagT)OB=`nt
z8F$#uk#-<uO~wtn9H8fyJ*7X97tN1uPm+7k$=h1uYoJkt?CMt@(qG%T+62Ii9vj_y
zs6c1Ph?=@6l|8xrr>FIebaQ(L&Iu~U3*?$8(pl@}$UKt@9%wj<MheNKUHV7WG>+ES
z>M^1eJTU2zP^kQ|EDRDZP2htb3H`$$Xnee;z(IdTDFc(0VZcK80Cj-k9o|5s5{9+*
z?d1r*42;(eV7nFXE>Wv=7eHu5U@}=7$4m1+gOy;k;FNNLu>nd>@sKVC((ynQANyS4
zA8u6jqoilX14Ifvh-ScuSuX)2{{?s%*3qeSbYlvCGyD6)X&a${rv=5Qq*x5W*)siK
zkIyb2fPkBp^Lm?h3($oN5FI1m!BBo%p2hR0thGCwpxu|v0YY>k;em?MmI}flme*xa
zTn-q3!r@uj{^C#xK>T6`>yg5{gOxLw!$<J>WbCh&e?STt?C9RJDsm9;g0uDtoxOd0
zlpcMoWffDp(E*m%FEGpMX7PUWD9`YPdSuWC;97f=QYubb5X&4-{$kGcP_+ojq4uRw
z3y|m3CZ7kGe=ESKn@-eWK2J3s=n8=P?$p5^D7y4Oaq!)L#h5%{QhJTREoz2j%H%R-
zl7STkI-5q16V{UzZ8~R`)5!(M;*a60?1PV;6l5FlTvy3P@Hvs&_kf?cuEc0e)y4iy
zP$#Cfe>=tqG~Ga{#gR<YFZnIm`S|5+$gS3!76)LJJuU*wr0^%(CAIEoUFQ2s;Y}}=
z<H$@gJ03^_F__0ZGTg~<GG8ng`)3mS=CyGG_YNZQc#ojzDWt;;ecVR)`yT3Z1Qxpk
z+Ie$gS!WrUbG5P4{i<PRF|7<*AP)y0LCa1HQdIfi?;p}QQ$J$Lh~nw<P`SzO!*y5K
zETjBw{uOt}*Fky6lt_UiI%fs0B7}3429CQD!n7{9zN<fSxmzVC&p9+&)7x~eb63nL
zD@7Jv{w;R#Rq~;^{9}c`I%P4D8An>bvt>-aM;)W;7^u69(gjwcnYbP&`^<7gmHS-1
zs})2&pA%4t!5C`S#>2FXD@Y^kN?+cwmi_jWI~0N!UZ(#Hg_#@h59C03tMvNP6+X3~
zl|?T`(t)N)3pciNKtSPvX<rr`a%(fu&tG-;s`gQ(cdJfHeZAkbw8+;Y-}=L^-y%Je
zXL`fd+f?|WjV+p5SfDP?Wjy+I$COg$4nwXizVi~rH`{s*F3=)0H0kr^0JuuV@7@Qm
zHy~u=<_|3|u2zwE=IEW5{2YgbvuUVtd7;(x*nZyZ`mZr}$I-V2&E5k~=>7_eeTw26
zbZ!;o(4IplcxgNBb4up&m<EpgOiBYL#vSbf0v9&PlU1W`ZwHeqRiM)cJV636Q_RjL
z6u?rCeI>pif;NeBHR<-rC@sp30E7-;QR=zsr|jQe_sH{KZN>En_d4HYidaA`)HAL8
zml|L(op@72o#eh6<=`2H7~4rU4^1E~QvK^1?iS%u$n5iYZJ^<!QBa6-ti!z0+CNv3
z>iG}yj#<f+v6XoPPB1uouARF5#XsWrwYWitJgb<fM;(s6Kj_Fhrv9wxS%<%!;##FX
zofsMCrU&@6B{F!w6=<13f)YzT*uGggh5^9saVIg)lK71y)?EdolJZV!6eBc@|J+?G
z*Ry=z55K%ka6fvq_Cvj*zuhuvG2Kht!OC-fwO!|lhw`&oc;h{I@J-_W5dj+VZWOBW
zo^6qN8tvT0MAYl3u6SH2WlA-4vzdg{TmLONg2#BP`HFA<q!`Q`hw<$}MqSA-?(7Q1
zMvx$Z0s>!x%CUTam?g8s&G6)Mu;+0n^#j~HfQykJXApBi3ir*dND&&a{#rXW=M7K^
zb@~`oNJl>(TSE1Lf@u-SAxX4M_Hz;ntNeWIYmHS*75XF5SeuVTZxHgDujkjcqT69k
zoXs2Y1i$1ht_;hQm{<HYtWie37vd9N)nhse4^MC_N4#r=u~~J<?E{5l)xY=cHnRwQ
z&e^S;rRsdW6x515Mc7qZGwS(v>`ERLJR(nW+LFv>;l$>KV$at?4u6O)dgf016Q*I9
z$>DxcefQfIJZ1m>9k`(Rq>l$kVF)>Z5{)I$@8Jyx_VB3%EI+madVin`?)(8F1C{fY
zHvoP1k*R`QyKzFst)WpxSYT?0aduWVrPWmG!B3Y~m3*BjK6w-;_SUAz!|AMDnK?BN
zThD30xdDsZw<TaT2{fn<GnE@7*$RRS${KXjCtTp&yLCxoRhnm#ihtGvKU&p(+)$c`
zn6JBKZnb#zEMX`uV}4;yLOS%XjgzS0X@t|n7$NtvWHsvEkl0AV==np#$IcB7@-g%k
zzSZ_8$`@eO)nzULgUQdK4lZF05Uaul3%dP)R>$s-hLzuknRq}k!?bk-lY{(CQg=oK
z-tMznT+1AQMaev_8B-ShGK0<(=@0C;Z$Q^7WRZV@SKWz+?QHYS<3pc%U)V1v*~rDh
zohqG{UVvL#ry2d^T&Xnz14HXMrLSsgi)>myQR<k{#RP)kkNX@l_)2!PM~a`F*gwj2
zwU6Xf$<3vV>iy)PNI<v0DkqzdO-QwD4MO8W80Kpnp=mP#mtp!yO}~*HZ$!-&1<o)&
zlT(8lj%nciN?zlt#W#5CkH4)yl+1s~@W&0ow_Xbey#i<dm^cBQl{6`Wd>z6*YL<Vz
z!X7J2L)dw%{@EmdD>V?`ZB{M5^@>ow=Qbm$-E*H`tn3~9syFz|Mg8@%D%C81GDe`D
z3S{+b0k~LI(Wqyobva)4x>BNvhS?WuyPatC{JqU>ol_SzJ(5ib2%Z=>Q3I<57!d%|
zPBKo0s9ldG-zi|4rD%<*!W2#aZv>=hn*+Yv)~OB~!O$4iqbw2dilh)yRgG}L>?5*G
z%3ID(*lJ@{lN_!tzn5x1Ib2mNu_@01HCfICfk)ObQ5BtDAh}DjD-m@5RsRx(GgPJV
z>RP?<Oon0X_vP9NA>r^(DpT!Ge~(eL3S~jx3wYX~uO{*P`F~6rA@=<Xc9;g=*a^sl
zEEt9flz~ClH2C2A(4UTJ;RkS`l^Wp+-)iHszqhM*{f?%r+VkinNKVTQ>02Q~7K0k6
ziaQz$+c$ceiMS;KBC9M`CX&-v?aeWaO$9<pm#N8QYJ(R9tTG3Als#HNwG<%cPiMMu
zyL_D84e*Ob+`orah;Z$(l_4e!+D$-EM#mf6?uc*xt1cNxj|&%SQTL?C!V*R;$!7c3
zLWY_=W<Sh4g?VF|!+@o3D%Q@~9bjC7XCLX2@X&dspcPOHDL}0K*$q@-&Y9OR7TK-+
zIFbK&rvzL-rHk3J+z!kqU|1N2rGBx4hGw7t@SF(a?MgdCwWH55Wgo&y2{~pLAa+9y
z)x7)gfmj>C4fF!*NoHtAYF6tOMPYdzNk=Jz!{zsa%0ZK38Xs}143yoAJMr)$=oK07
z!__}*3-{m$si%z;Y60GX7#Xz>OAq%`-gp0Ht6l6AX1eeG!)NwV$!pEj%!EDBCc%F8
zw3CsB@T8EFl2nPTfjg&?vs0KT(yv-Nx9jTPi;lk*)aw}vixMg)I<W};=g%h~w6{{3
zuE1v;@<qX4YtMs-s;!MNoBdSg9(|JhycW~%I4Gek>-R12MwFoYPMtey9+3-Hr@|@4
z8}F*BP&ljpHKn`BkMC_k+j%GD*p}(eHp*meLOx(8Zs`|#IW)yi)I?(LmfeB7dP8!p
zl7jp#sghE7pAcRY(BgZ9q9)bJ{Bl~jRe+Y~avIhKnhn8UX7;DZKmmJNP<vIK+a3vx
zAZTAoV-ScmBN~0CTXe%`<2Bq6<GuTWu*0`}7rgbFaJbp57mu1vXtn{?3a5;5lPXy1
z(CZL{VB(>WMIy#!iG!)Fhlf$O34;3!W8OvgHfgW1JEL2|)6Cwvth6uQyb_a^O?>1T
zt(e+(b+`62Zdr)Kpr*pv|AtD#6%%75tS;B?Ek=hUN8x~i)53RPj;qq$-WfyrgoCYh
z1sbDq2-G$i|BV%y;GwVK=CX$~F_#riLP5&n`vc}*LjQdrRSrsO=E%%kbj9a%f|+Xv
zxcinbW<DyJeR7_{dfa#Rcn?SAl4-#7bIP(eY`!cB7cB(3y)P{i5FZVv1?Zoc-RnU@
zxKH1QRWVR_0LK|7n(4KH>cN%z5x2Svw{we@jIz|pZ@%!$Cp0f}P%T_#uO0q9F@^ht
zoyEPW;oCH4{#g<CoHWzap98V^C~2LVp@fZzS~^KLYyQ8EHQBfP)?^hn37D1Modd6f
zEdNkR2Hl*b8@&-aPHF-yI^1EBA-iFSA`ZU-whYfDm+!3RRoA6)oH2V^AK16d$@F3&
zsQ7`)*RLo%p|HwE85M0$A_vX`!=0f0IG4wrg@=6960gQ0)dKh9YC@iqBvwuPvEsHo
zeEs4~c<LMCEq)YzZ>T?oF?kO#PGZ+&JidVBQ@x<VgL}v31+<=sbD0OlBEJ8|)EB!L
zR&vg`*zB^QMmtZLezKU=lE3b(z0qF9KwrZ_noI0z;<xdOh+h@{m8Tbcv=(HT+4f^=
z1^p0VFKcwmAGe!9aG;dUUBXknRN~9xM#4iHvv0rnd*|JAqKgK4%@k<PJKv4WUfS+M
z;<kl74=!sJT59;X%j6MDZz{zC==d1VLo4lMJq!+$+yEb&=PzYU__QiE4J#sK<qz@)
zD1>8WyAS6LQ0Fzuhnc!9Z|0SYXbn;o+G36*w}#Slu}TIgM`rbLjEXQmHPMxTyKPy%
z4&R=}eBkp76gwWOqUFU;trn<T`&}jOc@Tc{Ro%ej+)V`&bUcDBtL&efj9UxwYg`I?
zwWjqWl%bV7$C_PvzZQddp}eR?Q1omqB9_R$=}L}WdF?bv-b$a<WFTVwm*LE%PDv9*
z+&Tpu_UuxP@@`dWGDOAHgj;bc>C?qyr!G0OBjbkfh_n8ErLk}xNo=1^-|3^EapiUC
z+8t;5L94gL&6%#6_4l)qEk;`N$PETBcV$uVhmyBbQ$}zJRs`#8_>d*oT#M<Jg#J|8
zX(?Etd};2{)w%hnq`T2i`leoiVwa}OatIM)Z^>tfTbNrvU~n)?eaDyVOZ0*s!8|eC
z>1*`e^ERYNvzx38{7x+sBdj>}3CpxQOAsGsjMU|7E3xUFl7q$kYOD0n*9mY3aWe^p
zG424YHzS^wKm2X}1D@*(;5`V25L^b|s89s;R2=mo<6&v%QU%$AYH9(W@f*#72pNTc
zkd<3#(!-uv?^d?zoWySM$F=ietnk}pB*zdI3UjixKeyui#Y^nImHpxH9h%so4*NzO
zYAW9r-|5p#5h8gGfqa|tia>hg%TEiHXKnGdX&hA$riZaeEw)j{Mn?S)RH_yhiZ|vk
zHzDe&OoMH?ys{6hsoU*l5Gh2(%xzgXwwbGf#ZlR(*3Jj+ygN3R<64ssi?H-aUH|{a
zzQE!C>yFJ@V(^5+dfxQ-{H}M=VT_*wB#<H)`z-?uC8E5jtd0kslU#$FfYjnhkNFa%
zf7jF~8QMANURqZ+_;tilA?0gWA}(EN6OrF7=P6WY^ZCbqiBGeMbX?%QvIYWo20ioX
zNxDN5E#p86zLcreedJKrg`xWj*T5l_fEgULhfzYI+3i+l<SNi#h>b-Uof`;$o+K9i
z<)Cv{l48+l?v-YgA(5W6Rsd-81N#m7`KpEY@#brb3u5XM(QzNR)s_6td;$iXbD09g
zLURaQDIxwYc+5#Q87_-Ty0c&ZxisB)-<-VYUh3zUCY-q^V3UJX9DAENPg_Q|si>Hg
zUn~z&hb%xzueVPkV@m2=o7;Y1R=x>+^OpX4IcEgvvezEj&hU=RL<y#7fJkc+JPXLD
zW-vt@_jXb<7(3m=3`lC_pr@cSn+&~!QJ=O5MQmAhXD-IV;*G(aQ`VR$ajvSrmpVrC
zvizk;da|0g;bhIv&5u;m8fS@Ue1a$3GF<W9lUS+Hp*z4DJprS$&_Ag*Cbj|ag`g9$
zpRWEiM{2obeH!Wd=4;ETNY&{k_RU{~=+C%MT9LkG$bFlOS%D0TaZ=gPL<?P6$GOVQ
z-AKWKpc{tO^NsgQ@e~JKoG}BEBW=0zj7~o{3l8*1xD3<0?fgsXfzj7$kwri5AS^{D
z>T-WA;^w#MdncjJhQmI@WBvX>^>S5OCe{X%K6==Pr<r2W>NKsi2zCQVs&rl*OV?E=
z#ZC=#JmY)QXU{G(E3Xf)60j}wDMN1h?iWV41RM!G!*86H?0_gk`C}F>`u*#^o6_F%
znRT(#?3d2!-FAM^qV!2EQA^q5AMReJgX<>OAuQwa(JCdGFWS(!fz-Z`%>hEB+Y&#-
z&l<7qODG?nknyj4tn}n}*h3ZLSpXnAC(+92h<xU1IO@p$pwlAFbNoU6MY5SmJKMt$
z+sk$GE*E^u+DoQN;q;sifeai|7-7Nv_bw+Ci&L2$c93kVv*K3;!Hs6R{|1p<PDxzL
zY$z6eNX|7Qo{SWFI8FR>lH=3E4c1=xPL%m#*>_dxXH__Rn|BdE(j_%YZ9Pqq7Ud2r
zw#F^CgJ<`<&N8fy_{(EO9by8FjZ0d6VibvjC$Xhhr9B_(neFx?uCrYCOyedVqVE|;
zMs`Bs+3Byn{VZKsv;C9#j;)zkC?nh$R?e5BZRiKOANsl>mX;C}P#<y?C{dG^nva#>
zGQ+&|a#NiB%~bMe^=4E%R{x9eY@C*}y<Ey80bqYqw!X$AA)xi=;{<6I1isqV-rkR<
z9c$OLEj-g5rXi&ed?9*Deek>K`v>1Y<JVa$mIt}%vxcH}q?_Syr8H}t6wfY8yEZ6h
zC@rsG%Z+|+wFqbC`9}460<%}f&vbvrK*N$lJUuMD1RdYCazrD8r0Aw1BlmE5e1}G`
zvt6dQuS*J2=v}(|izF)v8QwCGc1pkHw*4M!g{fLImH3=wec)&QfE~X$M{W#S4XH<<
zO_1>4rUOty2lp`~-*2WmdUdS~kC&P>N{k(}es1=$JhS>xwo`aMdJ7Y@9<@FA2a`Rh
z{S`?OgHn;Ij<okJRxP~fg3gzuipt;I2w+`PgYUXuJWLLf3Pz~rX{e?6d7oiese$q5
zrBfNjv`&j7#hlJ68s93s85$w3^VWQjcJ5aA_ayM2zoWnkY-%T?Mfzl~6_iCAc`FI>
zHTLGO7D%d7al&D`b4Y<vr>FgQUj|cZJNa$&eFFw{J~sz7r)G^?{LJUS3~NYo?oWt%
zhCk!~EPSDb!cNBdS!ycMTGIHzQmKB~C5#`py6M$>pMY`Clg_Hy56jn9+Yp*xxMy11
z420WSPZMIR&s^04T(bPJYDMvm>b1VNc3zk>w#3Nc&6Bivkubn#H%m4@W1!#pdrHn&
z504L*mRDDb#2%c5HJTEN)G?VKS<bptNMGgcFw1WX<0W$5U?;Q-kE`nf-}0p_Sil)7
zeo0#F2qe*(UA4Eh`P9l5len4SW5krDi$>vXQGcmm@4~1(AaeXHX77$WbFDi*W>3;<
z<uOalQ(((}uXuSEl52tSLSYjsy;4}KWSPwR82#tf5;VPJpOZ09eMU!qR+Arr1$v_S
znU|aONN5S;%t}X!c|V{Y$;{vcp%)-pmA(<uU??_|)>-mvE!q>--k?LQQgjhc{<3g?
zR)W=!s@NX*@9N9f1Wx-OI<_~O+bz(1TM3LEva+&tn~4QDo*kIvrpzW89KSqFqIVhK
zQfomys}djl$fx-{b)VO!-(pP!8#pa}mD96UU+imYx#b7F{jU}FPbbd3uUxjvU9vy}
zC;0<}4RB(*xp=W2<$tp5l8IQOpA>XwFgEb*APdsV3~fG{%NdFjEGOU=X(}STGGy_Y
zjLUI5cE5zs-got^49bn8t{pZmY&A__c>?U}chWr;k16-Pt24cJi-Ghnp8FfX30}Zj
zjABv)Ib|}CW_}%#`>V^q>G}he`n!tAi9p)@mb+i-%a3C*uN{ED0kN^)eC3h>g({B%
zVZJ|9M|Oa+s`Mn0*xp`L|BkEIoLa}2#QWykz;aDe<6(9n?)=ut{-W^ZyP2n%Ez%Xk
z%FhrY1uS;-9fka4V?irq%YdCc;*4v=5CF1MFickO0X5wMkhT5aGIqzaj}ZO#Gjqb>
zY)bRCHDt6b+5V;GZ!7CZbf>-HSZHx?5xN@RVr%kC-;@~-N2VhP&7<e{-L+N}VtP5l
z3HcnrGb@74%C9tl2lg1I#r^6jrt>_d2*T*e!S1eNp-$tIB^9`p>(x8Uqw7l)`b@TZ
zl0^!JU(NCpzlq)Yp$AEL=*{2CHY#P5fA?a?2Y`v?0=)6jFI(=MvCuZelV#tnU#kAL
zN?=1#1U%3jw8iPHA%Z_c9fwreOc@-*O{&QCWcxx%jLQ!;;%yk$pQzeUyp9YnQI%hn
z_1Ch$h&^BANEps-?dAt~y+2vl^X;%^+KMZ!lmL1k@}EiTX=>jtu}72(DT{3XdyWBP
zs`4!X`5_460SNL&ra^D-0quH!2tgVbmwWG}VJ!sFT;dEJX||1W0B1GZ-JXP}vHdk-
zNHh68rVWZabCI7^_xX{Gcqb^Z6?I3;Ig=~H?i9mU>%EV$9dHS|T!LHpIv5h-m^x5o
zHfe>!{hNd{#p1N)_^s?%#T6{_v!#5s)dJKM!4WqheOC(@ei(NwIbC;VMnd88er(rE
zwRSPw1(9z>vE~@I_uzZ_OrPj7rM``OSS&w=;@3U|>rAnXx`jC-3~5o3g9}^CO}tRE
zXQuMDEs9f?Zc9hUme_mj;o*t4?hW-9i#s8l*nQy`O{=ig(>MGGAiN9vy8E6KcUw!H
zuh2tDzz~27@kzKOb;}PGh@?BZY%J^hlSxc(NEH3GmTO^{%HD0Wm?e+&ZpquEYrT`N
z{+Rz!NjSx)cuh@!Vf4Ml*F8afAa4=<XzMgbOP))c^}mX~=V~}z^38gJm0P*b`mIAL
zR48Bz67zVD&HO-vX~9GvqPq2~mJ&1>nUaKk!@wp53s3ra*tIJuXE(enNj}fvbz#l=
zl>z^2S&Ov9f`-@e;});KZPYPX!;TvBS8<#ipKyb(!lq-2?tu34td|p;6Pq9lXowq+
z*XRJ_8u3+_ou&xy-7liEn<)EXzj|mU9ZH%`@H7?8lO^M}<&vb5+d+LKK3Y1*#mHp)
zE0&gj8bYx7jUHp0ssGch)7Oh3F;E<8I$86n03=lcdplsi$!qaZHBAf9_I~fuIJ1c=
z5T~09(n{%^yNHY;Ve;XcU%D^YX2_Ri%K?rd>bQ6d*lu`T19!ut2OuUWC@82uM7D%2
zpU5eb!`WK|*OuLN_{*H|Q)}~#-Ib*p+bH)*v-3;nK`XL91n(>dp#hG|t4b0JS0|5K
zoupOixSZsB>LC*({Pnj7KthOAQ?JyjVo53f(^)oYwY4Y2bQZYTfQPX#tZp;oI!Ifj
z#E8{#eOBtm5C4*cxi_j^hq%QaHO!@~<)J)c_|KdE+4~;SZ8Q%l%J9=p3f@kpr)#0t
z0J>+RFjbm{%>VSYE6IxyPzQc+OfzD%b~{{}=oDF1eC)CDXf*Ot7~3pBpjM@=UQy^Y
zXIY9(jO4hw*|VSh>n;Ctf35FbY*7hsy*tJ}Wc;kemF1aGmmQWNszc;+3%QfJWqQuX
zGuG{TMU`Sxi^gghvlk#$8U_zomWN&Q&@cY0#HN5{`<-OpRlrRUE+jNfhLv@_bRlCa
zL@jgajXe5&)ur8h70h~cdivYA#hc+CJ>s8*wE7y+Zw2K=b2A-Kg6sR^L$p6KMi!`C
z{+(Xf)&tKgZ<Q?3X|h31nU)OCGyvZDF{VZ1PR1;o{ZPJLBRwR+|Cn9*ro28_qcQNj
zd@%m=3R#IG=jr)N(t?;sC^zdcId3XyUrg6@@iS8v;JF27axF`v{`1NpKp{gzuYFR+
z#Io(3mcCmHv7j>fA}hY@mT;-QPc1B9H;j+x?Mm*j^y?g;%~3E`k-vOL;=uc*JLmH}
z1!b%m28VO8MKzUAW7vB22T7pu=eMFt5({uT>#>R%aSuJT%5s#|ooB|;RNc665P?qm
z9!)Bj`|`5JIu$YrU3TkFg$k1_zXX><8Lyl>O1uLT&e*wtN1-nXP~$Y`BA~T0wj+!^
zS3H!cc&A2IGso`>0kU`1_Ed!aQWF`S(^cXC3rQe<dp}r?CCdsucU<^|D^kb$gO6|N
zutuYdq{O4{k}_@-FNON*OizARA7%y1yp@#Sa#kJx8$4QBc~AHC2B$>SX#Wp^=^<5H
zeL%e@vFN-g8)wXj#AqhydgEVB`N&-Ox)`Zs0vG=F`hPF^M==<b=tt|y5;6($@z-y8
zdrl+s8hgzPpX+(`y4+{}!WDhpa2Nn18yg6>uT1zwAzVf{B;4XP^c(BD7r&KAtvAeB
z%D|pv#>q7-`X|<JWREe4OKPr@07FOpaNBoqw#OWKyo?(QdmTT;YXDZE!NB6LjxoEU
z7{f{OSK{RRzawN~=<?g`I3)B5d&k@WfvSoOCfjJBHd5OdYtnR47MB5|bopx7f4}=g
zQW!)LuYd{E%(gZV9W6jey+?R9cg$=trWUC5o<gx>OjRZ_3qCUSxmevCe>mWe7R_Mi
z`3jLtxsd5+R`g3ADw8A9zd?f>O)d^S{O*_rF|s}eDzeT?QQLc}ZRs(1t9FJ?T}(aR
zJgxFtJx7KFV{|`hD0}+)p3)EjNn^kWQp#z$1=zuP9L$Cs0Ki{t^a0@Gc6@wHuRJdN
z?PRXW{ot|B1~W6WuAUySC2ItXOa61l6ubu<07G3p)f0K;2GWEqyNsHAQns!Ddqa&>
zkpsZa0WY-~@E%)Th(OmaWh(%&f&xah+6{K!j!KxFmMki!5AvbvxQasoh!ReEO-TVZ
zWX3<ugJ0>y^{|K=HlNH5xWw(QabP--fAGnqi*2zQvgmHKYr$_t(y&jKoAG6Dm^=$f
zhTtKIlB&qEV<kML>u<V<ZQ1%h{RkKR?Xy)0M~U>wlJ5(D*oi_VFdbS7QNMrk&O3Zm
zo3QcZR-1e9&oPA;khTVh>CxMxnA{7FO;-hOKs>Zz^{pB|kYy|fx%Nh*q(5(Jln^|9
zs#ZsU%~H?u&uRNz+bCUlXHmBUYetlsH0>t|m&Os==miyBYnT%o!n;VW^m;zD((roj
ziFxQBo8QW1H?fURWFci&0hqX@@BR=FCyxN;ePaj8G0$o#*fl)&E4qQ5Rp>qU>mLo*
zyFU$x%s~3soj39oEpvb~;>n4uv+3^#m=jbq)Ep6Zv$L}UvYn@)$`_OoGkwg)$;tWj
zDd14ZET2_t+A!Q7GZa_}>ks+olBPNkK}z54dHQjPvW0CJXjXf_UpJLBVUm^Gy^H-_
zjTcKuC{eT@zRKVu?Fq-;tKefWEz6Rs+~_+c6+&3DSBg-)4GO>Y|56(Hfou$Eux4Z8
zgfAkKL*Mv~;3ZhLWwFuw2H;$QlT-1%1MQ`Xe471#w!rdD>whcyY}~tPC5}X_@^cBq
zt(aJ@#rO--{K?bkGV$CQkIvc$wcCPN8ph2PJN)|gwUI>{`l_w3$F8m?;bD0!CvBkV
z#^<k^*K(X6UJ6$mDiH5!D&3NKTG|=xC!TugDp<IOvZ0!67a2az)00<8^Mb$p+Bz4r
z>**TdKF}{hz5CQqenkYuXpsHA`U3vU|0HV{IO=GIkR{ISHvFg+cfqn81epBElt)_0
z9&cx+q~MP>YSlvU6^=_^w^c<fqm^_tG&OO;8L$0`u)fBArH-YHr02E6Khv8RSn03#
zE^Hsu6{${8*v{e-K9>+;Nz<BpNxqbaQ+~{%5@pme%%sg<n5vvb$J~h9fw@<4_w{Ib
zy(nrl_z(Kgo^ync1S<|u_q@VnO*L7+k%hwzgTDMwC}o&}Aix&aT;X3ns}3yWQZ$n1
z`}co~jTQX(kJC&-?E2zh4s)b+%90qA6;MPwv>=OX53H&s9OlKsFlMViMQ+Fe?1>;b
zA*ctJ@k)S!Dd5IV)2`A07PK-(TZ!ng#*P=B`^0@Pu-WFi$>XfwC@wwp{e$K(Rj*7<
zf|aPb;PBHad5kh+yt=zxrw^^)XP#(GL<P_|ty=4T8}ch^GR)mw*J(EVwOhVhJv+L#
z{RyeRgjoGP2k?m+8ySDsKJp5Bl^!$IJ$c3jItI|@pmN(N8X*icJt?Wb$o|3T{R$E~
z;xLlc3Rt@Zm;>O*H6V!}(fg^-m&MR^`Qr|^bfsjYKM8ZKJfh_lb|Ocn5BZY9!~LBQ
z(QM|Ns&CRo1fX7S2P0(I*<bw9-%~3#<MtU7N&Rwi<FSKHefm_*6TWJL8>M{t)^kqP
zo;+u?Pap0L@0S2ZOLp|kn9{t*-{YLz!wl6|XPIbVdFaXl25GGM75+lJ72i%T>}~U}
zNN!B&w&Pa7{^>e(A|(u+Tr?Y1`bgtA?oE<9O=oIS<dAIGG26$yHv?!*EgmlHBXyEd
zX<6ux_sjP{Kr<l&#fPb=7c8tr8C972X__3@F;65#5Vx1WM}52o%pr(US^x(nBPm4?
zN&v=y?PTgCmU9p&Ys4?acluMjyI{ZRhtcD^AJzS)H08e**MrK4W`*AC8Q`=JCre$g
zK^{bXR5DvEk%2>4>@;8cmU)MqfgFPB{^nAGojUYpLj3H8WLdPxtV_YHH&<yN#O}4R
z)GlNXPgenB1XhEn(w(rV*xlRsakybV{hB2E`26YXc#sQTysNSDBqW2wf~I^?`U(yF
z&~MLAxuKQQoG$kOWNXrlcydYjbu}BHhL9phPYxUw>avLgM9fHj3iMn77?Bp%=<Aj`
zo!l3svz)F+E<cy=pIiX~z(i(5<c)O|?a1K<i?<AsspLNsN_1nP!AvwOuTQBF*^Whs
zt12_6z*8^XaRsb7hgU-liR%6ncLF6VHlamBsibI$)%VESS^{N=J40<u1gC@=l{faD
zuf^^+z4eaT4kCZCDdAlljaPgrxyXVh5!Jxl!vQ9#vJYHF_iXwC_#eKSd4wmF3CszE
z3?Y;WWMlBNrIXPBUoRge<Gw$wp2QDlsX-b;&x&G8R(X%IV?izJ^)$V+{x^})N+&t4
zj8Z65<Een$ZfQTL(@DHe{kK#{(bH{;g~@ghD6H(`AJ-eWLdPF<Q{Std9PBD2F$z!?
zd!TF@Vvo>)dVCxVrQ-Kye^iln(URJYOG6yhCJcQ9?==%JoSM%oUyMT(NXl<4jAA7=
z>V)_NnRjA@XY1lgiX_V5%iZVdG0F#x@8>;w@e~3vlfI}&D^H}CLu#@=R+StdDho16
z#4M>u(WR4@s2==2JM%SwfQ|$1o7NDzx?_L|ve`e}%NLjz@wGNi=>SF@6B(%>$<0mh
z6x>;`x;ydHz&AysV7ySvveiEXJiynZaIFh48>P**Kq<FWW-1frdj!993DKo9#A+^c
z+Q>4ouwbsv*JT7_e&T92{dhQB7|t5N8kl6jJcZd56oTxdOZ3zrN}KE);PKZXzk?kJ
zEH*>~Z}moBdoA{YCkhECUsS^ywy#+o_@?30YhbjhzhoFHVBcZXS4iyIsD$HZNTQ-G
zXvdc_4{f$(7Z<tv?sJ7q#j(QjHHTO<;af6(epLWP7;hhMO~9~H2RlWNtgUf8k&=8I
zyG|HrD1w^Erws-BMSN!B@y`OeV4D6#EF)S*RSeLbZ=ae#tA&?svG}Fz^`?UsCKbvv
z2k{^7t!@sz%d-D_=KS70>WC=qJoQ^@-V!)_|31$YuOFX|$4Zj?iD=B@sUg_a#wF%N
z0sSvw>jy(Wlbxh+Q=(}G@&#GB+6SwamUD6NHfVLt-9)XDB9XQ~<_(S`F3NE1c<r-c
z?`kkfq~;G;Mz~v;3uA90Tzcs7H`~Le6MI#shw6U7zq9AF|0O}QX``2$l0&Q?Ap*Kr
z2T<YiLx;%P7^{zJYJGv&gjvDgfs12*j1v%#1VacXm0mTQPMYSha%ISwEym}U;OV~2
z?NBg+1|^FJCk@xN7G|=H9v<9?drq?ru9L@AHHl8c1NX7!$(SL;j7=D4l}#{?8smxp
zhDa>Yk@j|yR=C+FE(BIPF=dlOrcwygxUZegyvoCG_>f{N0|X6{&WMq#<L2PM<HWxG
zicwKf;qQ&N3!b@rjeBY^{Yic~{9Kl-&XOii?t!orI`^LjB5&`F6BL-J-lzJv942L$
zd#<z}do!}ixJV0W*jx|CJ~3-IPcFQ6pNQ6$c5u0a_8(j{u$Rqu{@U+5WNi<5Hsmu_
z`{AW6nsNMEWAfvjB>U~pml{&Xr`-Naj@8@Uk8Hl-9ts@>?+%6sO@@@8FlR5WW47EC
zDKg7OYgRr~EhSzMVxF^;KU<TJqNTqR1&iOhp<mmC^Jk5Je*nH<HKFy}o=Esgp6{K;
z*3dV$ANBfkQ-dz{hRg=K-#F^lsA^+6GXigvPH!$X%??)pJ(6pvEJHY^W||l{oI=rn
zO@K6GzSbFY7n6IddF{>m0%&>~F#J;Pl3=Zr^YI2oSNf4NWb&J@Rdzbh7{Rsp&W)#(
zx7$jK7*84j_;e0^I{DIQ%w9a`Kv1L_qG|w<@lx{A>bM+yFXP2_)@c9o4ZXTlP3)2a
z3CI{Udaqyvibu@AWePBDF5`qrHow{sR!dt<z6=+w&$EZ<F&~D>DeDj<;9_SLAOjh^
z;9&q_OO10KyACLr9#4)g=b3Re0!HedNz|UrNB2Q#Py$=dJ0LdI<8T9q03}TSmZ=Pu
zUo36@aNq9?jb1qI&AYR#1`?G%AGAB)2wD%d(g_evU$6RqS_%D~`i5U{=F+tOm!KTa
z%f{Ey#fSKYxX1X^Pomh|%C5Ua>$RFi9(rWht!c*u>ul#`o_v$KI^@~<BZ%QD_X83c
zh+Fq7Mw7YLZ_rHV`Ma!-Rg@Uu{Z$U4nkiR(O>3%`5tv({yBddI7GIWNQ*NV8h6D&c
zoW9sGtzR-Y#J6nZh%Bnel%l;kj<0YdD0M#1m~8&>6mcQ(v$w*g<rkIl5v~1v?Qyib
zua?v?7LnLW1OB}7nSag}Z*DFC9hx720;KvYFL$#L+$OC%8QAeHGhkt$m>VK|Bpl9c
zxO$w)tXk4zs3g`;=pH8;sX@Q8clC^E@4J~yAZ3Mo7kreAbNZf~R1kNfGEs|(UV3$L
z=_GgRS-iry!b?cIl*)cwE7c=|vhsBXvxBOGM%+~jZ%~#LxBWxHh9ce2NQgR3d*Kju
ziQiYcp#}hM@X86|B(d5S2S$|2;M#rgS!=dJ6$FC16~)+KS1cf1Xm5Z<uXDz(1nso*
zzv>M`e|?~wP6l89Cv}P9vS*5W;KfE)836do>i8mk(_VU9eLb(_XCN7P)6qL~uO7ax
zZy`(4E@MN59<B9V;+6PN{m87NGt{A+=oabrk1$aVa-ytkWvW?s)H%uWknFlTL(7qo
z68FTz1_Awe{cFqe>01lQ-@6HqBXEvx#A~58um6}36d-I%?V&iJ8Yh_<xWrTOS9U*y
ztYdz}m&~J8n+3w7UlLl{!RVJRJ1^M<sNc~wr%mU4bou#16?<ZRa@$YoA)5QRe%8mu
z9w9+JjmdNY*#94LZsDR7zKvJeX!&*d`oxb&m>Wi6bRb`17p?FwpM6fa0U>s~-z-lB
zX|^?2eeD4C0lrZfwdZGMl}f>e<wrAQ7L$*dq$zhjbK+{Atn(R~nGNUjuaFm#H%j4q
zONL?Neqj{99y<D@+~>)D{h7TE{PP26|3s?;kBBGV`zO-n3`{2=G=axq=)T3X1l6p9
zq})9g&eA#tA&g+TrhCcBk#E8z>wu1B5IS`4bfsKi9L7b!f_YF#dE`eROG{wP_x^<R
zFenmv^EtyiblG(*Pu1+0k=Xw=9F1CN?P>R?Z@x7EJ#(0+8M3<Syf=%>denIW+LrOT
zbShVe7w|bvQJ{a(YD9{6gUTXfDAZ-zV1D%{M}G_%0`Df%{XG6Hg;&p6>nASQZ+rE(
zJgDCsJnxTHPPy~_RLC+k0jSH4ivt9PB<|17n4OvpOVgSk>PRP&z;>D+oHCDiZk^^$
zL{ZA@vkZF`$9wRAzNa8BByPQ<|FkJQ2fR1DwB)w1CM_yIWGdx-AH^~kWh#|9a`Giu
z#PN~Anqjk*{dwY_Imw;7CATy9)aYDQQ&2_}cw!9k!}{_lU_IcMqKyfgN<e}#huM(&
z{2L>YTM9J5)rSTzW9UQydu32@LYdWQj?xGjko&l?b#w`s{_%YyN3)q!=k_;oSqJ0q
zY`xd<5uC9Oj{haBtyl{0w`MrDkKg(#=%E@9mxbS!+0TRc&1sUva9*6JWlR3VE%0E{
zac)VafIW6U#F|kxlgLR&cF|j3EUzwHmdZAepDhZLmTGA<GUGax;l>uire0@;p*GHH
z%RAcdWUaCe``Ds7gYZ7gb({%zI0&+6Sh$t5CbVzpG&PkkL1z7iwLzZ5L2PCcr1a$o
z!1&>|hQv^y{KDUx7s5yZI)ebzRxLzT;ISAPKM339Oz^rbO$>Ww0R!{1nb5;+hIB@4
z%zbfv8EpPj`-TC}?5{0)Z_6IdPd|ityC?<bt~?A}cgK5i`In+}d2L!2LPD{2EL~{^
z>@;Tz8sbGzkNO25Lby27fjL2YC6d=Y>+!E`kRnFyDJn*-7#p_^^M@5rRbKm{>RIkZ
zlEcxfUoGQ?&t~XTRIspXRSnrOSrlBD<mk&`im!nLCZdYSK-%RGo~aa>TDP!7+E(SL
zFQ(Cs$B)5xlaB1q;Nsb%&E!p<qsD7=jkdS9O8qqglJ$-653eilkn^(}Y~D#p>C#Io
zQ0;}W^Ctipo%+Jf*%|(c?Ay&iGxi&xFiC@kUIY4W6GS8|f9tp#s$5?1pX{!-%#(IK
z^GAtyMC>U53VZGXR;r;L_)8b2Fe*<4f4tV#R)b>h><5=)7}_zU%{MD~pR~|+uC+ZP
zMf?%jGByY0BzfhawK4VB{U*8J+A6Z#*>}e9=*#vWS*O~fcAYyqU>#-N*!mPxwl$o>
z9=lT1{9h(`vchV@B~c=9$Aw-hxQ*omE?U4dP*0a0xzNLM(4F2Rgbq7on1)-d49Cv@
zA*LyjuxL{HP0#QA)Z+4JlDKl^?s@o|#6HT^{_BV2AyXKozZ!MLQg#S#bBvhOl_SQG
zcKI^KTr?li18E&Dw=oS^el$i8ba%9cfeOk+GCmvLF?clqWRzsZVEo*bQYM@q47$Oa
zK_3U-_4Sz67;QH_<&1x{t1<s@H#Y86?EPbE^Bc#+R9P@?IxIV8)M23kVYY<o$^8+P
zv>%>w)Adfd8HA8I`1d7NYclix(5L;@Y%wwS8z%@o$9v;5%cOEC@Oa=QLMG>9qsD|g
zcEY8yBWsED&#Ni_PlPdw`%RQJl2RAT-#mi}j2LJZ%=(xxj(;VIWH@8VVJo;6f3cz0
zcQZ&|YkEUe4@-*t%RsfX|0wY0*Zag~!@G`*FBE>)1I83}epE}pvOgKb4;-5o#2gn{
zrsl`kp>FdNtEN&nhaC5o>X)AW@e6R}FCX`wSN6p1@d2LxZ<n_b(*%Z&1V$jKKUdS8
ztKc*QcmUS2<mU_(drkUEu7cm1k)0@9zk3(EttEpxEdcL|1mXevM0gZkW4}6Rcey@;
zrwnmO629;2Bwn}ht_pRq*WjR9#(U4P&GmT|tJumtwWZE}_eIBAL@QmEQCv!WO=qa1
zqo%7uLuzif1?C>Xe2kB}qJLJFk8hULU(t4mQ5zo2s@m+WfS6XBQLMqEh%h2{Jps|R
z*8vZVzvFeYEVMzPK+~07i=_1n5P4TVg86Yxnc=%v@JDC5EtV@n`O{V-Xl=|n$eL5|
zJ<oh^g>}n%>?2N-Ev0ed+U7IG1VCV?(#ZA1+3TC$GNs?GHTkT~1eZU;X(<*U6~d;5
zD?_T9J{lEnK@KM3roOe-RCf`U7X3<T6^*Ahws7l68#X2}j^wzwNMAAX^Hw62`In~o
z_oe#=!-n=fA5OjG=|I6g5cV+mgW+dm#9aFh3&m^`-O~Qjv1vo>$cbMu2RcRgsfO2=
z-YlU`+Yyy7I=Pjb?|VOx9k6?Rd-^0toawV1q+2wm(A`JRbS>a_=i2<RcXuej|Kx!(
z{qDtKbPpZA{?8M$Kn}9v@9#Z$X>foZfnAGV%k-aVGvJ{^sdcsk;>ALMD+%>;T-l$8
zd)5YNbyFR0nR5*9hC4{FF@wGOp+<dD{2!iT^u%ISYMUs;J6y(<A5FK3m^?hmb&$sx
zVpRL2LH8ELx7O6wuw^@TNK&xX>dRO^2QxKsBaI8Ru!JN@*siY>F2&aF0&akhC6{4}
zq@kq^&ZL=Adgb<{PrCE>Rl>Cb6vm!BP;Z0O0wUDF<?^IR`B2DvWoyyfSDSvi+Y$jg
z+8aUj%9kFUPoc-d6*#hx;D=buWlo~TERr5S3D#1)*%(^?d%Wu;KiLe1<@+N(>N47K
z3*GTQT$-<pxo5bEe?R9M^0dRT-(<Q)Vlfb6(m$P@_N4nMYO_6<(ziVSO99F7xq2v#
z%(DMq%6K+Aqh9YgzckfbY!VL-4www<!ywh4!9U=h(|>SxxSqur#O({|zNi;dlj`g7
znf8&-22W`SIkMztT?W7CyU)$&>U&MzLJvOO3;bQ!yM{2h+Y{9uIK@d4pq55UA+@H>
z2w&cdqb@Rmq8_gPT{AKl#P-JV1k>AfK<l@xTi4tZ=&v$@&3MiPyEjbqR?5C#SV4Ev
z8zk{<sFYKaPrMXqAfpWz`_mZ)EI`HTnHZz)%44f3*lil%*izkB>u;sZr*WOT5Kita
zygs{6JHpoVs86{FJ;#~Je@@ovlsiy3sgV=yb~zm@Y)G9n)=o1V$qwtZZk1qVMIytE
zl`U5EedaE2@k-0L`mVvsquQ=$wdTOXjHU}3(2TsL1(ED49OCJ1uNDv5)xEC_yy|D^
zDjgYlsyzkWg`cSRk--B_;a}X2spK_)_L39(J%RuD+Xhb|`%7~#T#aF^N48+nBIskE
zqw~vj<v`)6){kJB%dmc2Vgd3_3oz&dp!EyGhb(drvzDV$0o^|@4*2epZ0Pf|hf+?}
zpa-IKKQRmoAH{YB?3+Ue&)>O8*e`hQ#OEkz;NDs&q8j4U?X>bem!I(N!*{=AHkPqw
z4h0_cwsy$UFV+`dej$EH8ClQ2#2L=pU%<)|<={wpX<aq=vD)zEhY#$AkCV(jti<yN
z3@6wK<Rh4T?J2zHkn!*C=d|}KqA;;}yH1RT8u!>xGS}O=D!BgC5yPOc9oU_N2r$F+
zaVg(x-^C`$Q{e#bHMJ2?8WK|TD{`x<<d<iKytN$l&;0y5`4)Cap57r6_3xQ3{3ju5
zG4CB-P3f!EHJn2c#lpY*fGxzMr&q!l_RD0c{F3kb8u-aNWCU6^2A%PErIMb-sVtk5
z;OYRsZ@{Rm#@pOa+w2_43ekUc(wxOg_ElKSS*c~higql$$%SCWAdgpRH_~>p-z3k|
zU94`jBUwzOV?`l8-Y9NQ<7NE-w++|ejyDz?TpxXVD4ZgsAnyrlvEZ=<Pix!9Ao}2<
z^XVcj?UZe;<f1yW^>8B7hbPoiky7d({qgoByLE(4$>ZEcj6^(6Gh<Em7V|)2xy5>g
z7zqLUv0Gbyc)=V>b*~v=VqWDJ5j8LgrW#}{)cQ6oED*s9VtnS`0g{P=v$qa&X>>T_
z^YWRQecR$(;ETo3wXXYMTVJb{sd8EQ@wQMa&)!6h#;5n&<HyO<HC7f&`uOdV>_i8)
znWN9`%+XQs1>w!j$q;E_>$~NB!@<S1FCFX;&;G%=Pc@?56a%RH#&>|<>h`F;{JNb^
zITk9@0l)<T%YvQAv&H_vbH33H%#lW}&URm{q5xGXfi=nM7B37m6`a^C=){;(SWzgQ
zb5%#k|E272Q8L;UT1@=63Kp|PY%ln-<*G+@^;r|aMcTR)&l}w+9N)F&53K8LQZ&J=
z_%o$~)ajM!M_M}DDTu{NgQIb)HwC8zyKeLo*A-@$cJxDv8QzM6igm0eQ};KEGe{u~
z`U7hLJAa8g3r&QMSWf-ZlaiPtn4r8D;a5=R{pXfp<Mg$c!}ul2lZi}CFgYI@tdE95
z1_LyRWwJ?_8=2#R(#cehkyQA+I$=I2-~W)Z#gSzi?*G(@9%tZ+0|+D=0Zh@%+acRX
z7pNGC_hBe89doZ_E%%ofL1Hrg2(g_YG*aCxL)B~+NpnJjIggYO8`h~aWW>(f*Eqd&
zsQ3fbw7vi6)5sD3M&mWs4Hw6Q$o(O->j(E5@^#c<@xYfK)9>_E?NB<Y#rAwqmBYJ4
zU$d8%cN|3L_bF~G?*o!J%g5F4U|$~qzspB(KQqA?PIqk0*OTdh{FcDS@+IL8MIQRU
zchr2d;k9pGM1O*u>16XMd(m>feGne$aD&{dqaD2GezGca0sf~Qy8~pL1(`3>B-$?9
zz4<W%?<@nYBF*07hCFZe+M@!`JG`KAE)(WkTlES`;*iy9SZ~qe;Uuz@V!Mx`-w1V@
zk4?dZuLyA{|6wCImLQt`C^&Ug7?fkADyOddj|=C>rNvOOAVdy^kGOd_NXPY|RJ!SY
zL#ZQ+EvLlAtrQT<+*q_7NvuT5BcPkl$r(mj91-^A$8VWH3#E$e9F;@XJaD#xmy5>^
z{?7T=qlclF4sTKX$K>*{Q*hYLjJNy6Ov=pC0ZRB3h*|3){R5c}#*g5cDmZ+*f6gIw
zca&mN)cCW!D>C-)d!QU$$3gcI!~aLzTRz0qGjYQ}vEopiV#O)$4#iyx6nA%bFSNK6
zcZX#uTHM`bu@-lS0tFVg=k&Vn`+nc&FL?IL?wOn<lgTETBs0Ikad5OFtBFEahsl+y
z+>fM;jQo|Z^Q&0}d7kQ2RvC}l+-Q;kdqIZii1nJJ<l<$XqI*9s#oc*tNM@`=Ywd6r
zMAQk=6pJVO>Is)g`sxe-VN$dr&(>y)QwwZ=o_YXoG6d}M`GUjOhT2tT;RxVLH3YLY
z!&$KDN5_<&t@X{r?U>?udAz>k3Esp~+hO<Jzn1ZzFmU4J{-wBD6@8?^S*tZMXJuC^
zWWZUH7vNWJDgUC!F<7rm`jfF-VWKQI)-@ilnt0;}MYtsI)w8CS0gckrxR)FM`7Gsf
zv<p4-`9}sNc{{#<m;UW2{|I|(atza^jnjG}&YOYMox#-f^l@>&Yt)zA4}9Fr++A#*
zFL4R{R1$l!n7($_7e;m~trLaf*p(PEZ7Z|Aj;wpVegwr1_@~hG_k_`O`1;Q+3w2@N
zK7@=8ScI)-{?U9B2Q5=*-ETCxnF=(u)+<{Iw-4D8j28ah_x5I3c=MZAxdR!Q@7o__
z*$W#wBvm;Z=l(^}%qy$Y&+!o(*M;9%tR_TFj?dJwa@@0yI|)~sV$V>CXy=lKH|y?9
zAo~FBI*r&Zj$~XT`rC!CXz#-Jq+-X-q=Pfqzwll%s}H>GUWl(aAM1CZt!gZN)K2fL
zWSb><@HbIr>x{5M&0s#Z<@l^u!$|ohSiIW+zUDK>3r2^^{wf6W<+Jgki@_Oi{e(|-
z09?=>989An82FXK$T|f<pKs5%&u`r5Njl>9yXr67+#lT%w8AM=%_mgux^%wf*lCkF
znHF@3y2+Y)lKF~G;}W&)RHpM6nTceObvVlp&Y$f)K|f3`-JC2V@rzDQ=yC`Icqh%J
zWlDLJJDwhAkbCw9$c`1?2)ZAL1$7mRO`H<wij1`HG!NsQg-w!>^Ss1HKtzR-5)v}a
zl;p<BVwkywY2MRS9@uBUtWDiWhfn4a3i+8|lyWToNax7&YNXezAk#}2J#ytig*m;c
zO}`o7;PRn0fu%5Ib}>7+0?n}9juO8_{+Z}=V}&K?gjBwc{z9{U;h7uBc13mBE2+(2
zTDV^jG*P`TqtY-qJ|6F*H?A0;V-}nBo<(Kjf~HY1Rqst2s#RB53PR*MZnh3x3|jBx
zpHM=kh`Znc$9_$;H~sBN<PRo+D{!@-=7l@cT)$opyIvHv*qyUVh9KlwNt9f~WrVzo
z_i;#))p)t#KGUYUA%xSiHR!g*i=T?rM?3uE+gs%+RoRiTGIjva74b99&NGfGj7zA?
za#5E`G8xmWnEjcCp)c{xEI$w>e-C|y(8FXX<_cw$KuB%BzM%*S;*ZWDf3Xd(JDTE#
z`+{Jz&K!3X`0DazV%1J(@LJBiP$!O?orMyt%6CbJpR2?qa6BWk=)1&v(n2zcW{Wdj
z+qyg8_)ELiv^s02bB#{J3BY$@+W??xW+ukpe_~>#8ELota67t)oj1u-8~lwsFFzJa
z_}<FQI)kDzQjO9i8f4;ttoLX+dU}QD7fQ1;2o+vJyX);Rf?qKCB*Gld#m;VYi&hia
zd?SUx_ZkaFv@*fR-{+f@k0qt_tv>A&Hd$Wxt&im<357lqCV?d>^RNg#e$R-Isls`!
z64ot3n)mxY^aGc-+vk*u>xK!nTJ8{=gc{HGbT&e|xmImSvX?Lo?50oJ+bO!No7L(g
zC?P?JaA*NITH(e4^cHC*cSO*BUzP8{hN7>Y6gOqk<3!)U?vUEAwP)Zy-enBQy!jjg
z6E4_C4wGjKz9BmB;`@%FAeK+R4RI<w?U=qW=X3)Rr)rTY{fHv+xAwnI4DkZrTwXsX
zU%SWd^h{7K8NGS9C_(^7v?-h(2Z&#9&IG-_3ap}egaUT!Cqa-%lU3!IKtB6JjU|}P
zmzz&C4tbMN+E0dm+Nk0%58eH>Z@TGDBMd~6B3Vx13^H5~OqaR3w=B-mxx3*#*@wt0
zl~mrQD9Kka)AaCwf=f=+)9s7}v+Ugji}P|l@U?tQiZ%)!WY#P##LGuNBI{2gW2K>4
z`DySp`dV_fwBx<IcEg{T)DZdlig3b8=_7-jQSRbL#e*cu2mP-PeKt|oFhwx>vQ#}5
z*n^VxaEe`~N9!+SE=Iv4$?V%tsr}pGPOV*WEnb{%@vW&Zo>4bznS}n-lv9F~&Z0$+
z=ivccZ~?BLG4Z6|G9U~0OZSs~!^>&)h@Q!<%8*T1Yt-DP6&g$UAScBKN|QTN5PSg?
zyzEPGSaNoLDAF<)v{UNRso-w4<Zf=>-?8q*gwd)^^Ri6>H6Pm6(4ko$F%4OaSx9j{
z-evsE=H9C+R!07*OH<8m^h-gjEajiB&oFP!r-rRPneJ$lM(!GGPKp|crev<n@U`o$
zu_dlQqTK`%LBj10ubh?}C+=J=;Wtj=2Vmwuc$v1dIV7lx)63`*;7Khvp8dI8^y6}V
z*$iDvvlVo;eu*?gB4E-UMv<AM=LhY)U6NTLyEOCCzW34g<z;WEcC>YA0Pm*kIr8fI
zu9^fk7l5rocb>h>(YiQGf<otdlqx<vzk6dBIN9VhyRPzfN~l8VXIN9X;J&`Ryv~)#
zQ-F}D!pNVkoYB`9LUZ76Dpbt*vG`N+)<G|Ojg=+%8(;))Ygo45{6A+><APVP>`W5A
zUF2TBb!X2gc&ZpycO<)B84iD3wtlYUu0GP;Ss<`4@L*XZ{ho~nhXVUWY=A<{oD=QV
z+7tQ9aW+G)-}ttf52@l47be@1LI;EpmR+R=&-mIZBG2XJ&mZUgvA<UbOLzwXpJ4OP
z&X_h5H~_mQD>_)D4A-}({0TJ&$N8F~;RfXnhhCI|n8oA*8xrnRUPpQ4?)@_lESFU1
zO!2EWf$ehRF($R|_Xhnr#yD!S?s6GRS>~lYzUM&APoM<0c|L`<N8Mi$Xs6FuMkhvf
z&vln(e{Sd55wA5aWk{*7Fes#%1R_=W2DPzZK0k*2{_DHrOAb+ax)?Qg6_0~oTOMx8
z@XRmr%nx<IoYkZ^J<H;*&f-#pb&X#WUAW3#=$X_N6P$SXwN)p6YdNuxandck1OyfL
zxA!6YP0J;i5ivo#r>P~2Qmeerfo5IpGym%y9aL0LTj*9ZgRkrd?mv>#!A_ujIH)X|
zeO;yy58+2LeaK%d0q0c-58C4IW{3m`yt!w4o+UF*!C!hcNq}>!(TX%xCRV_Q$_LV?
z?sz%G9D3p0xgi*IGVy!9+EOATeshJ(pgvQOdn$6-Uxt3!#pknS9h~L6PE3k7+m!>h
z625%$n84(fM_!PSq#lHtb?MmKYW;jXAl(BAC5HQ0w*R8_*l;*>a)1BMliXL7liThz
z+D1h){&=3RFyN}bdQXr_UmnGmTyt_k>G1gcNgWz^Bi*UwAm7#D8C;pOcLpYHt@a%5
z?<tL^%@ECX)a7Ho{n`1PJ8y!Y@8FE(ux5yA9lKRUCe&)wpY5V{xgL`#%4~l>Y^KsE
zHh7~P`zgd)DnSovqPoR%XL@jRRwfMM&+mVvU@|KsIZo_mdl2-f7nvHGP#YQfNs^iQ
z0=?u$!RN;u1E6?p<b8oD&_d2t0p$jFut*$l)WxRceuYhi)xW_W+)yDPqY_<vW*UjQ
z_R8%UQsR&nv&yq0qII@GcShWLclcBtD10@S9@_^xGbiEk7*d$^Txulc*e$V%V;HVU
zasO1BX0!eh%RJVJDdO3`uGC?akVq)_yR+=!s0NO;z<0apC2GbhTJNP{WIL)XH4{9f
zBnMeby%w+J6mEbL#pCUw>dBkve%z~A13%gJi!9RrFpC|(GUEFy&r5;3G4r4<r7Rwr
z%D(seXH9nVanf)hS@M4eEzZ-^<yD}Vo<q>96X+i#hWg=5z4R>2WV&Bj!^lwKmAV!n
zT2AIEy})moJnLL?C-E{iR=o(y?3~=&<#{9lu9cuH&xB5YziF5SuTXrErxfwGbWtcM
zZX63Re8N*fqM@jjliZleYhB(iKSp&Z^Rb#`k&SDu=EzDQ{=)9}J)uZBsHWYd>Y|Q!
z&CsHLN@5s#_w4%`nC9&M2^iSkX1JL}5b9wzXbcyrgWOi0<Z<uXX`X;2iT8{%Hof+;
zVbKqROeG<W_3@o^Z@8gbD$<5KR#y7e=IGYw*>$wx`4f8wvcVZ<dd-#Oa7N6yznlGF
zGrynODXa3z^>frK+0#F@LV})d>(eA%4-y9)9FMnSeZ{IFeV{}fbywQJ9pSk(Li(f`
zndS=LF18cJm2|`YwOXOM;Di8|F8{AHD&ynIF+4+0R}#>6Ii>+WOO1!$Qhlzx{<>H`
z+4mp!dpTW*)X8N78XI@N`C{i(Lzb?i<AMcaexJ30Z_Zlw$)JJO)@6eHTFo(b9qTpP
zXZv(A;mX8#(9s0_ByU%opqG`VbInerFl7SYF0bg%XnQ$2MOuOGzH`CNXIgUPS92Xf
zcRVd$@!{mj<*Ju-4~k8sd=?ROh^D{qWs2ltcWiakjJzV`GgcM5x_SR7s!7BMj|-O)
zDJCfy_Ir9(7^Ds<a65$F+mKE5$fV2)i9P?+GLn)xcz;REYBFLVjgHmFB=&WBdU~*~
z<d1X*IZn#`=?|E&mldK~`&iYjyeIdq?dpCw=Sxvh_k-dHJT{Bx=cjN}v#pGd03H#B
zhZdKtv`TD+bH_E3s~*rkF<a}}%NdED4H=U*DW65Bin+Uh0BMO+<QO5R9|WIuHpJ|l
za3_zvY1iF*l*I_u^3lq085bwx{>lkt#eB{?U>Osj#f3Lo4jn7H;he>x6((QY)Ez5|
z9XGHY45-sSc&hka47KmkM%^lU=ej*^b(t;`7^fY^YvvD{BXHyq)#m--w`yOlv_IL>
zBiAMJ)xPF3ZD##1TniB9VXe_Y4;rYgolZie)h;XN`!c5>OwS}Zy#9T}<CvTI_k`LO
z+wX-C3@=l3v4V#cFloT!>E{af`!gBerbV#LL)EM}2qRGwEsw|c%%e9ZzIZ-XcR1{W
z_A3q*QfO-fMxtN2O)o|FZRcB5RnNf4%%%50U!>8&Rp^a=6m&l#8kMnV(|A%`F;gQ$
zg9|(E;U~`%OS>6u=syCz{@@scv5|WAaonO%?QE7kk4vk9xW+_lr)^B?mGNpSo4{}A
zEM^Wp%l*kfVA8%X<l#4#6|+l5{TuP3k6O>pkJSd>P`mh=BrDX;hG;C5a+`wwB%jp3
znR=*8Ls7XcBdln)vJr;{`t)s6@lN%;xM@)byjTr7VsMsN>}%UFo9}8H<#d2tp`FOn
zFQ;SQNULjwrsw>PRu5i7hR87$$H!%V?A3{>h#P(oH!RR}KaYN$<*BCo@$?t#tPGa|
z>CA$=(Mef2@h+n8BBbrg4!X}O1!z#Ba0dar;Z7@zolN5Vlp!p?AJMtNH*UQc58l7l
zJt|ZGY}4&zlGRK=E@|_Y(Sa4Cl8yIaXX7P77HPfd(19p?KsPC}tE%@)JlLlhPQC-8
zEf(mie>+}4=>$d3W8b*tBvV9kF1az{)BAJd_}!vKisn0(Dl$Dh3k%%%E*&Ck$c;r!
zz~CwSTw0N=k&%%QjLTi$u*#dy3+?szE0CeGo1(&5wFB^B%W-2^;AI=z0?X6&0YMk?
zkVg(};6Vp31!AlU%EcQItV|50r`rh8v}Hy3k27UAW^aBBhh?jTQDbJdlhV>sUWR<=
zda7ZkrWY!?DMPoHQKoxp5X4Cf21FbsH+*mXvnM2}X<C_(*UE_I@Tq-;Gf$D`S5=9V
zn?hcjPC^>DZ=q2jm*;fyt&-?KI3k_7)jq*a-h^T;BGQiIJ=5{_=3%v$9O(i@fJWV1
zny}6oWNw~{RXbf|g^u^(L9<)~48+L>K(VJE2t8LIU2rsY67g?M{kul^@t6j0rXTuF
zLCL)<<2w!{9PtF0P+&1U8Bl!r)Z0+q+~qX&5IDh=w`@o2gpG<%=VT}mzg7+YaAp;a
zSWsM8`1v3OwfzXU4H^I8Y7-I^iqD@5fL-LR$0gru{uT5ac)|k!^2!8=5v;a2;}icy
zOa5q1aQzMT1Axuu#?|>2p_|C~>gXra*Hb1P`6#tBDtx>o5%Z(C29l_pp}<xAP8Wzz
zl;zKOx|-MHhI>ZZ8p#RS9glv}tq6DUgCnJ%h32lFqu(^$lf?-pWs=y)4K>6|FujJA
zdE*;<ds&yKyoERAG%h{&#KU@-dG!J9bbA4!Gmb1#YA@<8bPlW^;Y#1p1cR{0dV=^_
z%a1+859<n^$ZaBe)?*Mho?BC`mZTxXDbKqV6*u=K7<P#l&?|-~+v2At!~3!}4x=ks
z(#@VP)2~|bC1r+}z1$$TA}9492X97XysjnAw&4$4lZPg@SR|Q5SuPeNlmbYWhZbGt
z(tLvs0yy;SbboO3(;jPx4Ht(zkmzp?*^9ir7T`O0Lb73G6NEI`6je}|s7Ad6j&urS
zVx5|vo$XuVnOh9L-0D0wDQwNN2nug)UeaQ_PdzT%8uD82EmrFfpOo4Cqd0e$hzB!V
zbHI~d`&2+HKvb^|rz+jzdK73f##9o55Pj5O(~+Gq%vZ>rg8c7f8NScZNdQ2YYJ3O2
z<W1er+f56&_m)tRaC-N_bD53?yQv)q@AcU1mgtkNH;owC^$t5R22_^6w|-ACh|l*q
z%kd-LjInn@VnLM#WYZt(pslkP8mJ0J4~Q?4Z!SA{r5n0v&ufWoAiosJXXu|&Qi;rj
zIHmncyS6eoR;Zr8wDsxPPCp3}ly0G_B5tu-0ta~8ZZ`XLtOjR(-rj7yvjLD;j=4VJ
z>8Uh<2d*hN=i0j1Mv{kzmeh@H$lBTZ9)1wy$Q_dLl@)Q<q3?Wu@TQJ44r<$AFzabl
z`9+Du_Wdj|*WQ;7Zpp6$+Ye4?=7o}<rcCmdk54PBeCF%WVcF*6E9^-eUaz+`JbBa?
z=i#?#+0m5zGg&-GBHJ(3N7@AR@AUNLJqzynS{|{(qL*|V3ttD7K9lk}8w0@6{&%m%
zWF$L90`BvV&$lG5wvW2(=Bqd|Zai>V64#76_YOLq=BLxTG?x1$eg)NB+(w$6POc**
zjGuIU@w5JRQZ5Zdto_-MdRK5?xc#D`z~i=#U%EB{L9@%?uhP6Hgv@=*l?xT#df@KK
zVJ&o<_~ZGr*J*xh2+C|H`3WlGk~;MOy+52hW;C=aOPK_`=H9v`=%=c^JTN9j>RmNL
zm^IVuSjBIKp92F<pu;b!;lC3?MZD%efXw>#D-I47l$3&uZZDgdhRvC?+9MXt;;#cK
z_M*Q?ecB|;Xf`={){C|}CwRD2A&b+lqS;bS^Cf(dvKRB?EYd#nnzhz?YwKaBoZw`!
z*2bs+sClZ$8hmgS{Wkz$d(k=j{B}XOZknV~E}8Hv*qN8SU{QMC>*3)6uT&NT;x}*9
zPw#;Z2f4Sv(}PlN*O`2?#<Ggu_A3b#jN3CWw`UO;{8Es){UeLbX>)qdsuJeP+r>^@
z^S19)f`)cSYH7%Ush!M8h<>yf_SjF}p=B)d;p^(m?Grz-NvnBpY`(GGeW_>N-^&r%
z|8=mpUT_>>&ke*@n$c{ZOo*S{hWy2qZ4*V?u_Rp~=!*#|b~8I$wx7NfSor<eWb>g~
zNFJjlHK9*f&u6`u^vH4kwsoz`K=9Xc9YrjgEFvSLtbUU~cag~EgQT-4f6$9B^J8Ug
z%%Pq-1b)pZk4<EM<<8uyt8Q;ydb!f3lxTF=2}ZpZ*w=PjM8gz39?U_qc;ion0(|VB
zv7}-4es4byk;SsUQM<prm{u{bGP-NM6OdKB*8@T(eZQ;`F_xP4TCZGfHd$RG4f?&*
z`25kqukoeUYrpi6({eJCTcJybm+05r*z1LqMoX98;(fvcUJo$QbR&vqF!KFXWtHTr
zjIguacnui?DxHOsQ5t#Rg}oZlTZUK<<KaCZo}W&mJ<+h&@h>H<bAeE{M?5WkH9%H?
zIk_o8FWywT1kI(K-M-I!`CebY|M=~RWLQU0Ja>#yUH1?3t)4huHY`>%D4y4~+Ap*r
zzbV2p3mqQe^LR)SZ%|VG=KIS;qM^LwO@p(erz`urg$g9?*N>UjLwOewPe-q2A8U~W
zH0dy2TKw(bJRzgDKcF!G$u0Gnws17n<WMc=19o9zlp7*&w|AWW5Q5y@YaoPOa~u4g
z1$`d(Ev;g@7_w3J4S>(N&0(1LP;!u{*W_681XJ+zGK3t&KWw2*{dBEhrLE5@%E;$8
zRBa`ai^EwHeHUqYp7a2Esu8-W@#-O(cVkq5Ol>j&(tSKf8e_?S0z#o38CoTT%N)*E
z8+8FLVUIeCi~9&z&cii07)6$7t6J#c{wHDt)0%XNxn2g?%_{xNRuqPqW$zyz+;;@=
z^bpw&&E78rMK@MAHdf<T1#DfooxpSX5lqWcB#M$fzaw8Hqaa7bXtfF3T@NVP^Ez%I
zdKkrj3&vqnlcEO{M3j&yahM<{`&%?vHoL3<fB$wtg%b^pLq>8cxL;uhj|pZ{K6w0A
zZ&4wDYkGtC`4-^Xg+2ZOi18+YuyJ_C8Gi<h!SyyT)`Ec8hI0Q-dfrtbKj^c7)<*ok
zU)t1RAXz54i@V^Wz*$+~er3|$yzZp~3y<ip)uJy`O7^A=q&x<l(fDH3c_sG;hsTGc
zQei>FuiCgz682+>47;?RnZM)wv)=se9aT!?;b#%wyk`+R=D%X2m)ZxyIQj(hmx)Jp
z<|{^3Sn)i0|8VlkyEnBFs@8p1FQRta@7XbHsbIcGYC1sD8^Moi1oEk+q;;zs={~Ej
zL|E}q+L@d7nWiMraPX)Fs`xv#0BQvToT~xZ;LUlpafX4xz%g1wl7EhXNBY4zV4-C+
zbDyi#%+1g9)2_&(r+zB!0TDfb$y+0D<D1H-9iBq3DTR)Av>5WYo-UrM6fO^t_lBhZ
zNE-I<M&DH;IE3W$B`5D?G;3!w0FCeAQO&uMu)}`EYcsP0+!Q^^KyPCC2=MSNa~Nb*
zn1*GmZkdI@$p#P3;8y>`+}}PMBM1R}4<LD><Ww&}`~Uz3NZMfa7_F)Fk`3NcQAw%8
z|4i$r{(oA73-_W6pB@|;^ejUjP;b(Q_>Pt6s%`RB++^Rz62V*jx8iq3(OIo7|BQgY
z0?>~`#tH#~5ZiHXR?Y)1hed(&KBo%%Ch1c{5#77qb>)-54D+``^097tsk#MF;Y}z~
zHvlu3kxsy4P5P<oQmptg(IoQ)LE847x3B8d;D4N?!NaEhq|%32<pq5GmWMz@n%ovB
zyXtOe1;it8mOH9I`K#6abG{TTp8poPxVZQ)f(N`gE#vm@#k%Uwds_pLAe;GVLa#}O
z?-lZfdYmg@JMdp_fMtOL4t~K(jNGg9FOtFugwby@(?F%bQNYPuyNHg9t3J`LDoXwT
zSBD}pH4RPe9~Sw%FWxnO>Q)lfvIH;9PqXROBQD*x`Xf0~s>1&F2h7JRdkgRC>KaEb
zIvFgo7f^WVu+sc(<d){pT{x%pu$^<ZPzqHVg%R{zj{84p(!;NOfQf}<${){H(@A1>
z`ZIOk07wRPi9hPdyp$<}_9e~afygwaN?Fp+r*o1cz~7GmKK;)}<D$n$|J3T4NE&8&
zN`sj15%!0Q94gzni|jPt)P6hp?EjFLn|4c*(t6H=Yp3~E@lnodRjzBHX<HvDJV>=y
zp)k%(?gardB1Q8Q!gN?5C77(t)P1DLv|%V<k(!1~YV^tUN=y#TL=a1DFZ=Zk50ZeJ
z2+a$r2~S$Gw+K7;8VxpqR$|}cWwr87g`x|Vn@DoYz`#H)6GuO#SAU0Fokol%Za_dl
z(DU8CR5bqdgcVobDgT@6HjiV=xz&<C?H@|Af2#QS`X;^rF+F_RS+5mtswa#B9d6TM
zIMz`N&9@(h{XWe+m<BP=?7r`Q^N!r@=`a<-7J0Gx4Fb8V7C-;i4(~%IMaFZtAtfWD
z$Aq6WB6-RB?w$Cl&KL=1LP7!-obU(W16;uf_*_t%Ni5{#7Xgm7wb=2ouMiLsiPaOt
zwM(6k5@InH7`l}M0|P}wL>?3<oJdBJ60HD-?SO~t%}NyZE)T%S7;q1vF8`UztXC6L
zYgs}~+mWgqlk;Ji0`f)Re2vJaE`+|9hSIcM|6))v+s8cnjRi_e&%wYEjcYvMT)JFq
zhIG?*e1>dJ&6ha6nHU+or^ul&;~{;KOmE{i@J(33g*A~rx^=|2b!Cj?n_tJp_4ff*
zpN}6XIB@diW=!Tn5X_&9wuurTul#)V5)Xo=PdH|r2$Gz)db7r4C9Sw|mI~Z^`Ru8`
zMpAx_q^UG$`!$(+qj0}Ib5k<oWl_Lw_e<8rU0+U;&sWY!a9WG!enz>!EQBx7&+iA{
z+~MWrYYBlcN00mzp8GlJ_n#^@(%=oG4NK1C(%Nwo<^i72UU$_2p@vfDDXq%;lqw86
zGS#7{YD0i`7lLuF@bh}D*$`letU5m*G}a8hu@I5G4LWVvPi4~Sb?YTacM>5F>RiB8
zLV$u4f}*?wWp_q)m^VBU&JcPN9><TI63#<QyG#=|e}<YsvdX%$?wcfEaAgN?rH_R`
z)T|cr_n!zg!qU_tok3hxsshi?&z^X=Fqk8fgy!zdMaKj>3C|57o6E9FI|PXxLIX0d
zbK8>0iG1c^;N(9djX+S#;5g1Q&##hL@gvzTIyMkCI})lRpMN-`z_RR|u?4<y&vm~@
z^V?oWV(o<6PfAYKsZEQK_%y7V{m3yaFYwzU#k{bhrIYuQo=P%WlVwl~<Z1LQScvE1
z;)HJXmS|&jQ#BBY#T?SqySsbOE6Fj;2Ra}ie!r)$=Oa^m+*Cexz>qj?!j2+1OsGQS
zV=zvs2AM?$v;6Mn8yik`{T<7n=H8-K`c}y6$hnR~>NJ*!cs9r9DTs@s<Z)HHR(?D7
zXQ}G8iClXHiB*XBx`GK6pL8d*PFil{5+XpCnjDGi=}mYmpPaQb6gFl8ReUSLjS=n-
zHjlcbQxM&Cmb=5SaQuPW!E{RMyz>GFna4|sGA+Ri8FZR0MISqUtgPZiNtQc1Cin#Y
zSQ7Yj4}c(*_5+i&X0>6CIxe#uK~kiafrlm#h%^!&*}!dr8we21e1S!UEdB1slt<OU
z{c$y2#uES)pgN}9V1SK^Ra2hNd3eY+rNq1HUKiq6`=*Y-qxGkB(_)06!(7?)3F4M2
zjuI1cXGm;9m@y5NkI!gxnpQ2HLgq&x29>2$F)+=2rgon<@LCPHS#`zib4P1uT5v-l
zG8m^lPXA1pCZ_)mToTJRUvK*}>P6w%Lh)DdDLYm;vMkZET&<lI)r#QjYXE_D2*B_G
z9PRPcKLUdnu%BKd6ZRD{E<z&rPk_P3LKWVYxsP~*{aPN!3K+Ilkf+3m1ppNF*WY8f
z4!;|~LIbc0tiX=U8V!bhWmrF*{~;7{*=9I_vhOQ870lJ2%|02x>2^lCNIG^a?P<)D
z<Dz=Ox<1FSVKyBn;<9>C7Db-nK`O3mu<nBKx;<rEKL2kR6?BqVa#6C}4r+$UFXr@i
z<@<vSGn6|Xi5WF{d@ftmBucqLcS<Bm3>l@$Iit5ZD}4uC0ryZMo_AmBT44^0YrH5J
z6bsFvPl`7O%z_<2WT&(CON^wrbwE=5p1#%aKl1WI+0taUTr)z2dn%1wr@+am?nG%Z
zhU97Ez={I#wSrekf;XbwVsv%RaJ$2~(sOP$%5WTibIU;dW8Pp+GEuRXyd$2PAaRq4
zZcAlaVUCEp1^%t`2dfi8xjz>P9SRZj8u*eTjX@79%4=gSX1sj1QMj17)VY#542PRi
zVwQ?77lvh+#oPIu7`HGO7r#r|SExdT{I(}X{RqSsBAo@G4Tlf2v!HF2n>^b;13*xY
z2i126rbWFTNvwHmz|AO4DOPhC@~|hZiirE}ouu7thIJ5eWHWwZOeBksSHHQ-g{whl
zGmMsK<5%bN$<6lhes816j4=hMqIq;{u{1Zj{nAeiNw-YgYw5xe=8<${mBN)}h}Jl3
ztdCs%fz8-hYKz-!M=>q~WKB~v|K03w(zuJqqnncX#<z+-C@h=Af;&|~u>^<6M|hsH
z)0n%OI|moF&N?{rsnDj>WR~b6rv1<6*enXH!fHX2S6&}FX$M8XJ0-#6O86kN5}@5U
z>`$s`VbgEEh0NEc#9VgFs+CBT-@H4F`Iv<ISjE^86arH|_CJNenTRqU`fLHU0+;_i
z8UII7*?_}V^?iYZ)kyn$K>II=LtO0eY3u;<QS*QLPdCClAS(h~8H?6`)s=3GFc@E>
zZ~rJ>WmxbmMJjpa<>DJg(cLev>`K>HQ7jzI-P~O*OdS6Hax%3=VdvnZV59i^i<ckx
z{C{Nr|B!`*C|DIO9If1~DcCvL0OCgqRt+C#3kp_k6;oRaGj|GBbq`bbe<*SeCRRX#
zmW?^^HV+>g1*@!ujg_@K1t%X51*?RUy_2iDvx%7n3ag}rr;V9~jH`(c1*@E+yM?Q>
zlf8+%1%<n-2T*{xjk}wwg{y><gR_&Pg`+zK9|fzljXm%h@cs8aNeeS4a|;R)5tRS5
z#vAq|=e0lX?%mLO#-frqMxq!pHC8XSEFX?+GdwlLX9Ddo+sd*ze7xUX*GBP-nk_;U
zD7p>!42_!gw@qo9b_2e+EeOdEh}fve^zTMV*&c${7wtUj1lwBHs4o3PYJ9Bra&CNb
z*B^4c;&O5*;Smvj<28H#+*A?WwDiMh=bREDWBLMz4fxYlhS!lE;8LQEe}?l!X(roI
zWboi!W1(OQ1yW^w6GcIyv+v+P>!@~1!+IeEDLWy6c!WPoeZ!UYP8J2d>9#4Z>J}nF
z=my8~X;a6-ZD?dxiBa&N1gn#{)W{M8bS{GsF?(DX5YLwJH!gr~(+U@|Ko6tr(BJdU
z2B6QlBf!<F!DKH*gi6f-^pZmqc+(;nz6NZh=wg5_KZ}RlFAeK#OND_i2hdYW-(y7p
z70pS%Wl99-j7nM*SpV-B2q^~LioQTSg<do=pS5VPZqS~yxA;5Crzq93B_NlGSJ9@C
zGcxq$^v+MI4q5z5shUN#%UWO1!CT`;OBqFY7O?8zR`MP(Sb7+Qd>GtdI8`xa1ozmC
z>{?1jdNHm-lCNV^G4QsI7<(KCJg}PuVoJDE?h@5<PrhZ}X=qzQY=w~zvuU{uK*^S9
zZDyx=>)uZTMv%a*NIJ5cMf<#oi{-!2+168xjEt6(+5BdMRO4i&*H{fmR7(KzMX3_7
z3B1@@yfg~j91)b>v7=_E35hG8oF>ZnB?lYDAV>IT=a;(GM0IgzUBl({iN4S$ojcO2
zj~;usjr)V<M+_sc5oIgY&-g7YTF2<5^APCDy@Q;N_#6I|_lH4gS$NX>@`Eek&}L(h
zIyW)Ehkt(8oygW{G=*F;EQ|Dt_p&)$S+OT`RDZuus3>(L&HpT=hrkuO!-5|U9;)lg
zu2)1VYs?Azk{Mmx{vJm?-pa`+F)PzJpEY019YLS?u0vZ<IG5WYYln7L%vhBo3eLUy
zrRYr||JAsHeM(A%8<;*IY%z?G+9uXnQ5aOEV4IX09IZ~lkqIY|!AJ&_XJY92ot95L
z_LsuUxC#@I>LBFa;}X*VQBIro6$n%f86OH}M30+>v*CQX49NRa2k{h1IYJ+xFzZYS
zQHMM}@-Qbp>Zx#Luo+dry}tCRyI9?}9E9TPbyr_g(X@36H7PMF-wn7Dj`<lq8|j{M
zRKp$i)7&nB^A^o`>rc|ZML3n17QA!!>Dqoi-MaRYfE&}M`=Zy}Qtt&71AS)tef!0f
zaMq`q_2i)jHZ^d^RE@}dY9D>d+ac4x(eJ~UxxRSpNYpS&FQ3P^vAAD|<%rt*yEDoy
z418jEktT}kaQq!x$B4#NJW8E2-;wD)vddxXeINumay-g9<l6>&7#_`Xv!ZW<wXw{+
z2?lLG3k`v~4h^!?_69rX*;TPywJAUyH$2@7+F7(#S1hm~afX-^eIWmgnb$x0EkkD)
z@{y}36K4(3yY(G1i?bVh&cVi5X3YeH;Am*FrO=6H%;ghdc7!3CvT*L=h6dMH_9xWs
zWU@T@x^*NFJ3qDoY__Qo-h{Exa}Rik^E=uQ=)C6L4-CGNY|}1QoStTX)SY_C)NOTV
zVgg3-_pi6-q>4A8wKJ!cE)rd;Xl4Qg!(guchxpWx*>r#t7-eBHXGX$azLiiQ2NG@X
z_h5Br#<#tEa4?``^=z4e4^az@8*|%W7?3GtOkbOra!Cuzm&-CfF>HN=?5$f3w$Cmt
zNT3Za7FBpHIMBxb^^7xY(?r^E$FBaWBJ`5J2WxQCkOG8|MI79+#HAB*cC$?(Wset<
zy%(rKQbue{>dcth<J}IhzZmsT7kr-emc`bSp#bT;w|k}es^XRM00&|G4aYM?)WA&S
zWlm|y$r@(Qc9xniHXOIs<Nh4jk=*#qIC2;V{Uhvdur}iMIg7E->hM+}>-K}(D+;ae
zv^_RL#mH5hpic&R;VF!unwUdB=Vy&@=_3zKXU6m%?-i?O-}%9-NBh23@SYv@!FGuV
zSZm>EijXfB33u8frdYDdva|3T1_<+KNX5MYUUrnF>ZcdzfqOT>6{;So?kms_*LQp@
zs}vbdKVd6;4e_#3_C9>PX;qH#xf<6s$b1D#{QQoKX|*It@>GlHHy<KMJS1YirS!1X
z(V1-){eh$Wz(df!ne`RuyzpIB?%>N)9W$N%Zd_rdgfnAYSF@1a*Sn>=oyV;;VZnNP
zsmhY|A9ZzlY-6L7BO@ad6Ar7i#y)CHsy$3QdwV<HB<9Q(+)lrQzH}Ba)J{x|{8$OZ
zG4`T86^%tDP)l*Y#%O&!&h<GfBK7mC)@!uC1A^hDGhZ#?*hUku8q}H&0Pt0!#f_tO
z-;2_nYVX2-l^)k3>gd&HNJWd>-n@sfdb>3+v2vrU9-RlPtHBTM&a*{`I8RQxrINW>
zVrLHyMCZ#x!%A1{9?y=FoYi4KpRr>4D)-(E#{LkR(qU`c;KDHO*Dy&}-VQnj8&ecD
zS08-Yheq|VrD{z~$s%AV2CRIZ)ozc_Rj!s%5+Jc~cUiM{W{m374n%hy(3;$4*B#v8
z!e{-QN<yuax;`ak7QXNA%ox!}=*XQTq(ATmek347-Oo6t(1akxt&UP+X{tIeov3)%
zb7Xpxn5;^{rzPUrXN;k0b#qa0GA3+I@n!7NUwG^UJzJV;E?YG9q4TCLcbuJ6b3KjZ
z?c{Wbx}I`SUyGnnZe3GdFxre6rq?`&AUvosdvbTp3q<G5-*Ha;Uy?{)$C>hT7^0-t
z!)&u(>JlYiO6=^pp>kdlG0AC9h&mB}Nz<Q~6hV}a|CI2Y>bIX`zRj=;)jZ8D@kCap
z*>w+@TX4q2$X;?~+z=Y&%@vs>MF5k2R%hVn9>xXNZj!y_YuMG8I|s)de=Nv?`};5z
zXf)f+z}G;->0Xe3j+_1UW7PUtxT%hV{FJwRUTXMRk+|wWU>9-LFQU(bz=(%q$bkWU
zV)~vk;3B}?4$2lrSN>jWlLM<vvnbRJ#v8M>aLL}fw;9HV`-e_>Duj~#S^a(FwM7hw
zvOXfK+uIhEkq<B2GQ!H)c8uZr;V%&e5J(h>3OUwLSWIpYm>IM+IQw8xETylwF_)_D
zvdzGUzDVB<F3w&fm{E$$`{(uLvzO6x>#xW#f7|_0mX|*e?r*zKZ-F-0XKiSFRIUZ)
zzeek?Ot|j;<t-yB=P0k=ml3K+G^6EV^)tv(%m><?&<>^b*zjdi&TjFMx{aUP>mtB_
zDD}UpAPdC5W8t`NZpeCTgb3QS{;G(&l`L}o7}Vt^l=TU=+Xgvp^Nm}Dt_#CMUg+S<
z>mL1?@0D+yiQ_DXxq@`Z_j5`5wRM-t9I}r?X0cfM=x#-0fA=eKA%>#yFYx(%clfly
z^>!lRuxi=%y}iS{UZOmCP&xK9iLAq`y*e^J^vxejl4l60FFn)G{GbGpoOOx;!CUt(
z4#RF6ZY~Kc>e5o@dh<|U(91r<D=d&$j}3h)j^Z>yX8iu#!%;IV2q(b?{ev6Pj;p^F
zaVLUivWHX7(M8AO&vJrMINYg-F{xqn^{^Y9(jKsIoIC0-FcG?ADS@=jEa+TG<LU$l
zkfZ$JW_|VaK^-;NV!gB0m(C;(DSOFzl;WqpQuNn2LKmAmgpN^PwfCsCxxxw=S5Te!
zqfa;kpSc%XElNmr8|_6mzJk0o;6`Nu&$6;?TYLJ67SG9}P!J;|_wIUlQz9Hpiqa5D
zdF|sNhy`TRK@G<|(QOL6sg?hILG?j?KV;TA+tyuFpY3XvzSV@s2%*~sSNU+$^oSMX
z@&wI0x*Uctb{t&rjpa;A6CKt2J&ZDyt30L>Yrod-c9Z&ZBxNcWd9V9dB6Vu$(f_16
z%R6b?HsyG!bm!&3ZE(SX5aj|Ul)0F;t6=ylCmB|c*R=;a=r*R5Lo!O5F=?_ja?GFR
zl{uNVt6})iLCLGiK_s0WJMo2;GLifa+}EitE5Bu$;^c0yzuU=?FWY|o@`#s^Hv9a3
zGDoBbGMW9Lg~VFM!hsAK-&85=kg?(SxP0L`z@!DaHwBS<K3vcJF=Au}J>BJvGL?$T
z@dPD5qPzqK%lHB9RL!HYp#@Q!SU8i(yV6rIg92_`2@XPWSwStgEKzOOwQoPq=8Fd^
z3!aPaAR~r+ltd`rt&cA|pQAu%Mxc53{+-pQ;roE(ny1bWu8k4Dv2WvwyT^ZQ=`#d%
zu{sKIXZmBwF^s<f1I;Qw6BglKfn!-k3>9N2gqv|?bOf$CZ&f70Z0h-dkmx&|gb+X<
z<cb+WW{tIOs}zV9&XBmjmB1^93d1Ug>JEQOOjS48e-Ic{U!*8G51us!84ID?QtHX+
zDu2m2GZRXQRl~>RL%)_c77F0y!=&K{b|XE3FrW|2=I`akz{8jHF`yqNQBR#E08%IT
zm~>1Lw?q|Y+opyD5CiI>JiyT(fAVdxee#z7`VtkPN~P_vW~!$Uo;TT-a}5@09j*<o
z1v)~N|FH5lZ}e-_lsAw!Fy?=CY^&?<r=hFA&C~UzX3PDo9?j^ATSBTbK$_PY^Tid4
zUWm*H$aw4ef#vD!Lx5_cL<rH3=Rl(s?<3lv<RT|5DOFf!;<;Wg|07zrKlqXPjIPPu
zHZ|mM*^{q8A2fI9fp&Cnt6!AA4G5+Gj3PS*Zr)a(aSu=>Pu@`#(^X~_>NdzP*&|WW
zFNUP881$K-{q3%&J;HDEFI!Cu+r`|xEys#aO|kgLrNQ;tiE{hLsXDRqBG(dten&WF
z+s^pO+8SYJH~I0P<PLIKN3b6hZ&KbieESBSSzxKU7A}6+Hz)5y-#Qn8O=s2MJJT<S
zS}@tVyomR4oEQF~b{I(9z%wHMPc#Bb%%A!a71Mu!AqfL&RiInqTC;LOUmu9=4V}xj
zZ8d53&d55w<TSFz%~?WDN=Q?mV5{%e9x6%jAIp_q=!>N)38xWWpEq##rYg2E1bzMl
z2HSvb4DE<*0boR;g4Dx0;E+(JwgP`MHAAdE`C0;0!9UM;U(arNE(=aRi#JWCg?8<i
zlpHtN8`hbR%+M%EIOuezhA%}0SH_r<e_brse7_d7ZKS|M<`A>GZ0(wusJ>eA4Vtya
zAGUl<jBe$jB-y*I?t3jce1HjSWAM<(Udc)hf<8vpKdPI}5Vp)2z}|JPgVOP<s{Bl?
z3)C1WNI~u(qxwoUxft`K53q}TCF?a!eb%~|q|3vZ39;%q#hnYo)Y1Z1`N8Jdw!}nQ
zm^uZKgQdax*|q{B>uU?t(jxyP;at@D%AzQ72_U?4&AjT9^I9DlJH6d~qIwf>lW|Zy
zup~{#j#G|=@XjR@`carmzlgRJfsa(T=t^~w0Y!2P3VV8ku4!=i>gQ9wdYDWu_eTmG
zkkee*7hkY{-3VBEX00M^Z%Woo9U!CL()o0ZFbE5+_OJ5_G3JX=D<kMzlOL0)w4JJp
zafS^Wg~(>RipE}ew`U&}uVX*sbQi&)3=cApeJF+Df)kH%7wzgkufOer;|f-|!%K*n
zePq5+_==1`Pk{&eni?7|_&Qh&HZ9R*2_>5mCN>z$VjI`!4D~N<LnB04Jc4Y5&mr<0
zS5^8WOt$n#giCXEnC#JCR1tKEa6eq`U5Y8#A?Ls$!w^+|7|e!7q@$~U!p7V=GCd_A
zLd)%2jo0?gNO!7X`%siNqtU4!f5yp9k?A-8^yIF(sUMoTRMN(&cPxg>mwl!1dCz80
zey#!09?^rjRsRrD4(4zvKPDQ}R7GdM_>^xe4>>yfhSj(}e+3<A#|sw4!%c{tEj|05
zPi(qV89ZVW#k8;1x&}2^L+Q>#LD5hueF(_l3s6D$iACjv(CH_}0cZgGvB5acgdl#7
zSYWI1+R+=y=Q*&2PsylP5B6`BXQ#(%iAgxurj{Y|B^+Ade~RwDd+?ol>g38!TtWX|
zy)1tJvPJO@)SLSroOGf7Z&JiCI5=&?H}Abo0{I5>G^25!@Ss~)l(YZ6%BhL>VBG@>
zcN%+2mz}qUSV%<n<R1AgH!VnaX8F;e59qh-Hr`(E%$5kRolA5#J{p70y%VD6WYvw8
zj^6@73my!KL6E*#{-ugYB6~g>M~4|78V!krcDx9_+{~#zFU~eZ%ijB#LALbHr)!DG
z+YCX{V3}1ZTCMT|;zB?~LfIb`A4qp{L>?ImgSmi*<q9=PuCNh<kWoMLg|lM;;iNIW
zeqld84XF@dxoxeoYc(NciJl%o#xKJ%(TUMXR!Lhv;c)l$7VvIk%%oI)Mv>e}<`}(G
zWGuKnOnOWTm$AStd$eeH>a@ggQqpZ?Wq8kGpC(gTX#>PJaau1h8~XeixM}lZVPaxp
zJep~+YXTq)z0M2)w7eo2$VXcXiw@tLQ#0MJKmyfc6^D)P5Q0n|>nY>euV^g?h0!df
zJnilDtX+0@{b?=%MnvXe@VYtbq0hHm;4$V){1d+0fe_(k9tZPAo69|Bz_?<$F@UaN
zwN133aer0?IOKm=v;xeamb-#pLLj1|-Um|!ec_lvawo&zfLq}s`nu{a5zpUQPGC}y
z=N5IHI!Gmt-!1j|dqss%&_z;g*7de+azdxphz%boQ-Q83#LXo{wnW)otimMQ)-h*C
zIK)qkbn4Q!MBB$Ja`#4!cy-?>M)2t8k+_Vc-!;qe+3gB3QT(N&jC;GOTxK?{-&xv>
zd+bWg!y(@B2dgl@YvtDU8yESm*7mJz&Kc>{C<f>2$t_cIQ09lIMn-&*UXKVkeC0#t
zD-}U%yJB!A@ZiCr-*A9kt&WTATAmcP&QD{v1JI#D<;^K~5A-?7Z$B~n_8;RSz-7<y
zUMjlF&kU>c0}n^VBW|No@xeKT!Cz*xOO)k^eHcN(dFo1Zq@D}}!f>8Za8_r9`)be!
zdL=3Y41OA$9dI_>o*Qj@Ha@u;i!c0dT!aHRnzp+A>#3)}{ilBm5DQih-EsO)@+0K1
zgtuU4D`iXh(BtX?+L;y(OnQl-THN2~gOnrry1{Yha|{7hrn&ga?78KD&2r@8=pje=
zP7K#i_3mDq_w7H_I-cF+`=4+A%v_eGlJot`1gx@0VyqVT`}u&l*9)VEZE+*Sk>#a8
zGw@$NF?;tP6CyBWTQa*V{*u+;MkuGPyOC*G2%w)>|M=fT9=|?z9V)e-xHYc#t+qW>
zhC}qmn_QQgL*}uPn(DwTvvJF{?Np8s?@d|+v&}W{N0#zT@NXi(*6fS=zXd&J<Kz@G
zJO5h`Q+DaIT*C%-wHa<%=1iZENXfR%DC)ng0aA&jeo^~x>XGm|9dT~xUb?atn;I%e
z&J8byoKjE%HfdJl-j_3$`uP_T1C;^-UX62RaFZ-OAeYyRz2FCi{|W|t{Q9a_rXNGC
zyBEwpM#)d5bcI{vT&`6{Ao33Aw%LO#^|QOq>j-sM>D(g*tes><EmmJipuZlokHQo^
z<R^#Kg%L_qd~Y6-XOZTj$*={bU{OIy*@>JN8Y-}&AZW+8n{oo-zh&VopLzcKK2!Eu
zfgv<vfdNIEuVa;gpGxI#rT6Mrg);rh04Il)$|FQR<shIN$iM$L^AJCc)eblpC}!w?
z1y=v3K)7t%9mfCV#@o+H<hsyM1{g`p*8KPH^_V?_q=?Rcm|Xk~<O)=K^3dQqO=S$C
zXREC5e+<B-G+(d*QO63Us2hLMx%u_m%YV*MgT)*EHzC5_)zQ&D)N+VARuaI0!R%;l
zJdXv5s{SW2)#DNvD<VU0lelp-l|qP0IsvSW!+Q0<9i)!ScXdf7?D`SSmu&Z4M)iNj
zlV8>Q!`vMEsk#6Is$0rD+tvMa@Aa;-dbanGBIcj1Ul&7b%r2x0Z5i0Ud*xjdMaHNn
ziq-GWp^!}rNQD^8r=~P0yJe-_#nKkPsDY^Cgi=0k#1lYSM;*7G1mqQ5zY)nx#T%0r
zcK>33y5G6;d<Y{1Q@a&NaL8n$FgUx)uV1h%j;yVU2yc5?CG?`B48*JE6m(w_pfQY%
z$>wVnE6&CgTNdw_S?$CzrKoK*eAs;w<WadM%i;LwK~;iqcw5TxnnD$cUiE68G87T7
zQ63!)gr=b-ANNhfqWaa0OcbzQ+|Ium8;f?GedBSt1#a1<%iL6UOvzn%Ib=?;H4mXD
zX@av#U0bU5H{M@~q3-+4@bq!inRjGT&Ou~jpOtC3dA}~lZr;EC>*7(oh+&)O>ODFT
z&gx>(a<<WawKZo6KuG}tv^Ut@(9HqnZ<h=WFQ@;`!kBN(J#YUI7?JVcH_XS8Juw>F
zuhjzR-+O>-G@Wv;K*0TYMqSF>-<#Sst94CH?$atUPc^(-)5GLwzqA{cVL27oFUImW
zkFA2WHjc`571t#aG6ur73kf};V_<Yfa-p5V0s>4D5&v77IhGFS%$Q=^;|2DdwBenw
zZIQGAw=XoE-K;a{>gT+^+eE{BEUDl%a9`cE`ITfamc(mTNwo9s*J}XsGn>t%w{p&r
zJr*CZ<MUp2XnKMMId(nmcij$<daZfftlq4+K{}FXmF`m@r+Gp^ByV8*EPDHgDqcfF
zLuk}~FNTQIGIMu`EbHm^jf%)smR0WENp?%1-}Pb(Wah;!$ZDzGrwcHIAs}df95s5r
zZ|ds0kDoUT+MZ}y^F2QK66p7^?$jl5V$fCl+VTwH<mu)`!eP1)Q$+g*pgZr50d^;&
z_UEPo1NK0;-SJOV`gfb*-_t7%JC;`3=PT|G%vwXL4IXN3Dt77s^SjC>Vp3Qh$F(0G
zB%F=APP__wO_J<q^w_(z%TbHLyJpAuFIehNXVSK7l-8G)M=r;oe!)K#Kl3_4zqXic
zOS^SUEPLKg5bXb&a9_3EQviT1Q`shR11k)=0z(&(6`~rH9WG0iETcNbbdm%;&qQ6J
z!<`;yBK(2YI_uA?mvvdRt&2Gy3rgE?5;<L$_jVf{mpje&ClL@3NZWsXdp;Z%Nxyr}
zobAl$bRCK#MMXJ~X`cSt{%gb*0bvb1X~;>ZU0YK#>|_wts(LJ6sn`8^_jEP-uxo28
zF_A2=XdrQeI%mDEzP>{1Y%Ksl>y|nB{5*#UZ=Y{NfEc4R^ZGjP>0BA3aNxt-=ok`a
zX;xLsNopODJ4Tj_1M+G@xS^uMLXAn^q3G<mQl{h2pD~WRX?iCpw)Sr1QYVa-Mbfnn
zFQfE4Gm{HZux9AKbPJ638j;51g50g<JF-XYH5WHkZ}~4!oYL0@sHFAzZK2kjV)%tk
z=ijKT@#<j5!dY9!Sj@m#63aAcKXk_h6-M_%1(3aqD{K2@f`Wc4iMH7M-hEO~@V#a@
zOqgY&>Cq%r_xyDxuP6r@wMl{m+pn{%Tb*1iYt~(lThpA8f6CLrQWMSkhIO?qpTWcg
z{V^gx9;L`dlsnhz`{I6xlTDI7V2Q{S;c1+z^QZCf!8|K?KF4c}ttm2r_$S>XcgK5A
z4!VHYDQbbNo`>V9>(GIO9~O=2g{(VelQxV$Cw}1QDVCsu2aAg}dvVd72K7&W(wI9q
zg_<;=3VJZoALwh(HOR=Bw5{xcl~#VK(;w%T6IF%v@644RW)K}7D)li7&v97ipjBJk
z$0*-LuXRoM{}O7ou(03;y#)MvC)oC7{s*`r#<ntj*IU%h)wM{^&e8!cmB7?txe-01
zO5}r`>ZMbyeJFbJgm?q`0&m|+@b<$W$1T^uuNV@f;?m?<5mYpe>Z|&5-%g_!l^gTT
z!rMRT5P{`R|46962TRVPHwlJh2=<TboCi@a=_Ib>ym_KITc<Tief#rcI!#s{n4NiI
zu$OnR=CHoLhG?2jqG^j*@s7vy^~-HynT`23xA;~0I?D{Gk+iR_EsikTRS+uPXR8DF
z|3lte2F3Ap`@cx=;2PXXu)*D3LxStz?(Pl&f<v(2!QF!n?iM8YFu1!8n%wz4&w1`S
z_tvSp|M$0Qs=9m6^z`oCQ)~8G-_Kr4*b7rQXyJ#!a>p#o7uH$2Ow)*8Jg0G#<%5ph
z@wNJ|N%5Q<xXaXt?z(+ouNt!Ymech%M3%*B9NVf|Jq)Weg{gX9S6;$yw?m~ZWyJZy
z1v3?-MOX^!N>60A`K_<)F74Z)JOsklA0r(;hoa>Zg&x(bwkInSs;t#&qTsSlEfx}1
zANwG&QqP*bPHfqWn+^QMCRxo%`(H%-e+l#d7V$ax{%;MRoBMy$@Ol2N;s1Z>>G8>G
z%7Yv@Ll>_E7v&kvsec90^s&QGh!OIX`7w;nYS)~QdO)d*vN*)wX(H&IgC@HKO~dh-
zm(hXBHr5>UUE3koru5Bp%(&N$M1!0^S@|S&D-ev-Biz!_r`N8mv9vigZT8|BTSczf
zeC8;bo$+Vx+Y+f$ZvO7YiH?(0P!Cc#9XrL=?L@$Q7Rnv<Q{Gziq%HK;hb=dZtZcFQ
z5L=a#UPIQ_=it8J-e2omY>rE&H7M<#%N>IJ-aU-p0Jb*sBffSJPLEUGqajPnxbk9H
z*48{Cq^;$fuw3?hKgIIIrtn6trUNBq%G$S^6{$S^shsT-tm&~nH<)ijeLViRVg6_A
z{uyR2-v1^gxH<pFDF2&``1CIf;*+V{KkNc0H`l*MT;0;$+0)J3(jC^s`|l=cXBhk7
z<nd3-KhFw=R;XH9*qTZ?`=A^A!&(UNa8dIL@*4d^I{XLN_}97rbmAW}<CB}SxrU_&
zwE=8bMh-@1So*+#jDK+$QvbD;{;#bfwbB1%FsT1IUD}<Kn*W~*ql<~b&<a>@{?)9h
z$q7R){^`#@&Hv#%{y9O>k&6q~*?+(J&k-l=i0?li{hz)34_5O3;79&}O8!sz5kc7Z
z{)Zpo<mKZ+|6f3n|3*rvIeGpIPWcBXf!zlH29TIrx_Ee+I=~1ORa19+*hl_(RIuy+
zzxfjM{{z0{6tv_{X8Zl_(ff1{5<u+Vg6rSY;NQU6Id2R-y?;2*v(=ejufzi(njXoF
zYvApH%9vF8!{6+IilBKBP=$QOsXTssxEiI(+GFPq+5&;(WEHrWNfeyNiPVEY$lsS=
z+dXDTUkTr97wCrm|7XV#3091>Z2rneME^ynTA~4A2%UiC(|_;u27g8hDS}mOJTgX@
z=jZ279or3_%_7|R`M(WPATyi<Qt6-i+t|QA=liF@;4JZ(7Ii+H$_A!mQN4BQvO8Da
zS_i?jCo5{N0`cn>L7-Aem1w|vf$oV0!|%s8@oMEzv{gw-{?U`buD+3XD1!JrgS_v#
zFt6l#OfF-e0O?Ms!n@w1BMZ(k3qJ0ZP`5i^A%t$R(~@>6orhg-CxvHPw13!9ZS7AA
z=tMuG+`AFke^`crpd_Ae)nw-_-)HAkPd+{S)Dy?XFSM0KyZW7ms$+yih5h3T0!Z;F
zBf|^+B=Ia7=4#rRbcC;4r1pjf#Rgya*C-wM{D+X`hb>~hKk>zZ?7#d8nI*D!vHXtW
z8y>|*7M-S#w@R~e>!QI=Z!hAOtFgGukZZ*Esd0>vf4Nw$YQ|wNyT-67&Gx5Nw&RhN
zL1l~*-|7zLy>2+2)ekdd<=-YT{HybF_LUvNhO_S~&tn#{xf#o54%6!$T<WJj{zNOY
zO|b1;taMWOd;XC6x2o&L+5UN=PL)S*K+e7GC;!9U`a+%XKnr_?(<gS<@r|~<WBKeB
zY<}hSZGO$45lR{AS#Hc4l9nuvS<Iu~YkwBou~z82S5D{DwibJ)$3apS3~XfMAP5aY
z7*#FxcSIk}w~ng=YP3S^SfyHI%NwK9v@7}<GuC#wEcFtunJbHnm6WP~L@;-Lsww}n
z9djB`lUvv1-l=JSV0T(wX(wzTEBRJ$^?|u7S+A07LJQHLk~|5ck|aqh4SV#{N{C@)
zxrGEf=L8Ck^2ZI`U1!$0C88^P7Wx3ky+UUP85BqGpT=vHm<T*AqCyX4vkIh?0<N2G
zya`sRtaw0C8`oF1@^5BJjt=iEER|_620v^ovjtRS0Vp<=pC9qc6UEC>Sr}fWY<oWO
zQEO%HDODLdrrHx|8CaBvnWepxs-Y%`uWGJOBl<F`#4@g}-$ba}imQdg3Crh7HmJ4y
zfS&!y6rWIWkMD=N5^G^ZxL4sIO}gNqn=GMMVc0hFho5u9ntDg1EE?A4CyqG@+q{S#
zk06_sTo*@grFms(Pf-s?ou8%L25UpVJ-CkRM!MUl0Lj5IKuq?g7)3#D#(8cBJ{fC`
zx2anK-w#$anPD?+j_w00zHJ)GP3rU_4G)n#H0d!1)`?PG_K7PV$`ngica1L=eD5Pr
zA|;?!;I4NU`20@Ai^9YMYQ)>_4VnVEO7z>DFCB?8v|ATf0K5blx>-$ThOa;96;~Yi
zaMes=J0=utL`gGMS+VCdMk0@peP8EBmV2$P3vvAO^q?c!d2g1iT;NzIP!aMAo31QG
z2ry*vKc|}$6A?Q@y8T~vD-2qlv9X^KLp}4%ZG>{C=xM%8M<W2ficDC17WFLZm@H1M
zus|rgk1UHs?Ct4KHQ(A(Ib`eHB1i|s-b6)yz~}c)M}wsrI9c&v&5oHrLe14J4hLj<
zGW9HeZ~~{(LB)st#Y<VK=J|dU`*JT1y}3ZrIseEem{&I~VyGszVIqfktAxtWPd6q*
zemCOkBz{WeV)QD6Cc>f^#=2vU>zmg{97n)RQKn%kB-B@(xw3-g)c85m>6^~919ENP
z+l@aY?a!P6*4!>y`eF=|KO68dCvQJkP07lS9BJZ|$n`Zy2Xxk3CzKqqiX~7C{RQh4
zU*g?qJ#g)ik;KZz^iN#1EFJOY<M3US7ptoUgkJHME;)?dWsrq7j9o@ujXp?On2I)1
zzD2>HGBjl%z(S%8-5b5u^su8Bx~6&B3fz5VkCz=G!gCMZ)#svE_nq8Db+uDEl6i?5
z&)+`~XJzCZKzS<Z^?dP8#pe^V+38o4;fs4Ja(WQBMA~1jzLq>SZdGB-QYu^A&e9>v
z@m6e{oG`wAE`G@A`GgcwAx;hLmmUU`h(ip7X4(Vlttr3;szWD+M}F8fR~(xVbpMXQ
z?*cZ8-<H+)5**^825mYs;fu)PV<3qQ0Pf{O6WHMIhjXnX9r#Uh=(+5Mc({LPspgN+
z0_RnQS-G#=pMK<xyVoIrBK*%}-UP-BlA;)&?AjT{4XfIVdVqut?9~>R@jNxv4}N67
zW=DO2EmRSNt<Ci*68t^WV|s{vJZUNlnV2B$l4#UKN`r@ze&Ig}bj!_laRy2MaRS>X
zW;<LVGq0Q$lbx<~bnAMmHP?z)v{<2Cb<n4Vqrko_Q_ettgLn~aT+zXKqxIa>Q*-{B
zwW#lEUb#YK+c?saz6|rLHX(LVpLWu)SN9M<wu1pWPnIsuG2!f<7FU=RE;DIf9pfK$
zG*;{kN{7GKwv?V!XZhL7Sx+6iE|`?u;Ye;=OoP64Mfne@xm-Biu1|p^jHP<O&~4yN
zH<%?D^Y*oB3y2h`bvWck1|^zlHU1RS>LI~OhBGmxjwC@0w%2M~V%B+OXm5>ksVjGL
zw#5pJbQ8utN8&~-Yi-M*1sh;bo`2PWB-;9MuLhNNC(iD+Wz?Qo*>^4jb|HV-RVQBd
zchV;1e3I2ZDr6~gcJ^BIueI|Npo{tc0q@<v#e9sS5}_vz3RxIQ%nx|D403g)%t<Pl
zw-rhrA5O`#VJ0hE;c3gTY|`ZtnL_>ASmiMK3uV#`+>lkTSm?j9*(-N?=4Z#79J38@
z;EM706TH=0!B(cWmyC>$OzW4nkbOjPQH1N|R#Y5S2taVjjAI|6t7^C;{cJ<i&6%R_
z#mRlve`@NxGdz+R$bA<P--SB$d@%BAP6eEvo-UsM@WnEO1w$FbT*JHxqv=S+&iEYZ
z{D(FU$=mX`Ihz7<>$(NRY5t!X$h|@%#ahCwH+|bvKYs*J0>|GN*Pm#+?lrc##N|7g
z9ROywbXGJ!Z9!!CC`wYRRz}}b1oR_;rDhoA9NZ?EN7%B_xC@}>KZ3a-1M(f)WVtN%
zzaLglTB|UewWTg}@a9iq(mv7Rsg<ga^}K<mY|q#dpjg5;6^hX=tA_G3#;RF|C;XaC
z##ZV5#lEq#FML@TjUm6+f<YC&B>u(83AxU>);LA`7ltwgxL?ofT%_suSVUgK7!n^D
z;?Eca6zXr^0{80#x)GtwREA$Hxe6?k#2=^*l?ja0kVm*f%K`@3Mp$>1*f=Gavl_RB
z%(zW)2LdO*@OJ-k@!VOEc{tOxa1i6_A<|pR@NdAyW|JXi{DDvPgYKfJvyhlx<XyJz
zN7gSIp#<&eE7Q%pYqD)R1m8}O3{%g#>sKEG_F9g7_$W-bccfe-ups@!5+6SqCYcSW
zy%CCj+VLaGM}4Fkw;&;fQ4?nx{4es+C36_Fr%k+&_V-x_J%>V10GYs{_3fp8Y!V*@
zdc22tO;fBr3p5@5A}!6X)#Pf|(kdgp@;S8GH1^Wffxe>}vTtHr&`R*czy(9PbKk`s
ze$SEsE9sXKz$~##-S#W<VdoyykD#Zu7i4hQIdb<p4W4+{3%a)m7q$HX*Spr1k<#+b
zuuj1|3ZG?3FnX&RI;IbpA$HR0m`ktrERB~ooJVY!{goXM2T9{>Ym67`_Wfjcj~)e9
zsp4Lc8`3wa!g^!ZsblZQf1B`acH)?T-(V+|2UxMluqedfvnq7D(J*z<5~DhJt@Q#V
zTX&e?`FtdYE}zXIxc#Y!Zsl~m*)MZIY%3{>f0aw$UEg_v^sIVp3^8yFU6y~PiBb8-
z`5*nen#b?i+{XEVuh_`P`PpFJ*3z}p*`08eSYd-%ikDJu1+WN;E7xBe{2s4y2KM&f
z4C$S1O8f?UW>rQG@v$|YjV)NE)6+Jm9-!RCm3N?A&dvB!@^-uW%E4@If5M&&jTd0|
zM^68k4ST{u=9BadjBPdv0ITuPMOx)4Ej#DWXVBM`i6y~aknoJo79?jcHt~yYx6CH6
zZJdK+%c6e)JaVyad0!dioTbOECG!I5TJfJ@4wj}5G$-r{U9k^$v#PUubTX!-$EyFK
z_5`Y2c|LdqIZR))xLRueP><H_u3VW&!;)|bL@J+T?N>oQPd7ll($<Yx!8q5NCBE&<
z@MmEQC_xGWGz73z$I+60bdKDHGJgbs@>gI_x6-O^8>+Mk!4qcBm2q*dFnZs_a^Diq
z#^lfV(XHhes@?@*KXm9S6|Xv)IG(D8^xHq{sRE>5AnYBr*)=EAk$qy%83;2cdMS`F
z%pz_xJ57aOu34T!_(L0gVH?7t-0oX*gy!ZGV;U3(0N|JDydIz9$@bK;=^P=?j;5PG
z%gef~l!#AU4vflW)LrSB3LfYXX90Y$LY?&1po-8#G{#f$!@yK=Ft-ySKE%OGY>M87
z5mQM05vL~}gO0Tx0q+B<_%_w3_G{D~%*rt&!wKyGcyp&*R1B?j_9oxp2Yp}hNx@1i
zrkj^3#6G&)I(4IJb&)jerbdB}_>*{~Q?Xgq;4K{vw0Cwc8#%#x!*^M0ZeA1~WPBk}
zH*(OI9@v&)Es1qJ*2v1)N?5xSla&Px)ncS^@<Nb*^}QW3rWL_FL_$_(*s*wLRIn7)
zmiE#0?rWRJ*K8;A{kpm2Wb#`)IoiW)RVNF477w$~7`6IYVnd%KZ2du#R`Sq3i1a9v
zEz!1>kl9BhWWIFK)cFgbT8)U2Lbs8%wpo@8bK0N6SKu|<4_wva&qOmvL{}-XkvyT0
zOMk1WDR#)_{xm8^*-!}<4ghR~0|<r0vv33rwQC36qjtJP>QNLRCT1=RbpJre{wAY6
zWHbYKB>0Ar6u9L`#X1?zfQ9`A)fCCNM@1-9P3bdFDyqefyUH#h)%Djt;0KRj?$vlM
zyjxY=TT8nA%kRFf3%rzmVx;eK<0t!PF(VND>umUF$wGjcprYB?z(Q|UAtADSv~5zh
zc#Ph`T12^beI4bL5!|l?Mdv<RLMf`O4YNyT%PNz9cSFd_+Cp;C#7x!g%L%86|Lzdf
zWxL#!9e;5~nuIh^3%9W%__=1itQdb7VtUzQ4l%}h5WSYx>s~f^Pf*!1VqdPC#;b0M
zmVqzJT-~6={P|2}sqIJ~+u#K03SB|qH>TnzN3r8i2l%{V4G<<f6xns^HXV+)Vg9~5
zIEg;e;f*{WX6#?M4jD|k>Ncu&*?-DXgmkkSZiqmY^b>RD#SUXl2G|{kXzs1ZemYA|
zOCIdLovt2BrUl2+hvagu`i2|Lt;JkaYH2z%@m0$uFS2F7WDnD{FTxM-={d&Q=ZwjT
zuU&^Y-#5iW;vmU0pIwXSEZwX~DUOKbkL$U8C*O%5NAv1QwHQrk8L{|Cg(o@&)vsKd
zXzXlNQEc+m4%3(&_$h1wi|{;cG}~Io#`#y48Oi1?Civ8|ko{LJ)ZS4j7SYXaD)0(&
zM;Ur#N7=hJFdE1?Pra|@H7_PXj9iu@B2yeSrPdF$FFYNW8A_Y2`_=UzTXdrn)upvG
ztX~t#J#czO^RvT$C%dzX@YS^d^*j$T5POqRY$&bsftkEGs>&6Ap`%TRxXiVY6vg1e
z#1l*VqPGRHjASAVZJ{YlSJPF9C3$gt$-q|?%Ma~JYC*eVoSD!KOSq62%%Zc>2TJJ&
zMFiQOB52wZACp&V-ZC_xXz|h?OGKFM57B-2Y)i;Im85H%&g>c+ob57VtktfkjkK+$
zWtUutN9b3>RgmFQr}{L^7-Wu*x~)#0jJX;W)Y`VhxGRli7L!&^KzoI(r8EjJ7!~%d
z7qL&XT6d6(#SKg9U5Ok;k{2~|q=Ss5Oh5%MVCaJF-6pjQ%(nJYqMqwpMkq3C71sak
zB6zB4E?_KwORr7q8%BbSYizp3T#a<j5T{f;O!mGsELv+2_a>cL!kK+bqLJmBp^_ql
zmn@dz9z^{s6N<Ct1gl3ogMsN-|8<S*bl>y|IfA6|p0IgyOf;D-N?Ql8RBjJK`Eh<A
zxNyVXIEk{ZQKQd=S&XJczWtUf6>GlDvpe2jUQUkmy8-q$%^U&G{oxwnnHI8EcBA&i
zppK%#hO6Hd8Uq6Z%F3}EZ~L$-!{4CN2N&3eXtI8TgcM;!rn+Yxl8N0LDuGreyIwNy
zovrefPE&dreAtU#B!5|O*}h0C!M}+O)?Il9KxgvgLmefE+oDCXliGS2x!IVEFD0=%
zx2y(!Egu@tRy(w{x4@f%G|=zIK5tlEKaQMsdOW=DF2i)4SE4H48F7-g$SGrkgM-WA
zC>9eiVZ-=5(iXW^V{r49u$PWMIc<KW!&@au42g&7P<h!q@hTScm`_BejUQK<N6NBZ
z#UmZq;1;Vhw4l5_F6eYm0P+El<%0VJeUs?OG-xu*Rd(6P$oIoO(m163K;+sczYOYg
z82gi$>_4dwU9I-EI1UeHzqd)tkF_Wo<01d0cJBWCr^h5WAlQu$&`wUBUR}J}r6+_x
z!MN1apeJ;jqE`e5dI7uk)-?bASitYIV}3{^g%w?(z;X~V#0>_2u=>LVvMU+@to%kF
zp-0La3vb@8t@4cl2vizbM}<eM#SDapgmqG`S6VzUw3-qlh_;1|T2iWOFZVbUi+7po
z8A4UQ7^}*RSpVQwo-Hw<FIc`CH$uNI{1TqLsbpa(B!t<v&cDS$N|E(dwf{7}MEY3@
zz>L<DLC%B*Q`vL;e~A)G5JX^#r~J^qtCat`)>eSR`)hl#7jh76hA{~lvbmo^Mrncq
zqTGi>gH2)1-^1%=xXZ;zB9&_>5$c=c(<^;u?Hac_K}}@6e!`!+X>?jAr6-$0Sm<}s
z>LBCAw_~s$GKomJ%SFLBh;|D?(^rlPR-Rb`yhwnn1_N7ZyC2)?wxjJpYi-1EUD!|k
zck6Rrjj#8f{UCN1fTLR}d=euHTqdv3X0j4;XO6V7Pgf;Qx97M}B6xFy=do|gq$h4M
zjn79Nv%7gL`?oOd-J-;Lub<IhzgLNZZgJg>PSaED-cO=iUt9fCq9{0xHtdWpD)YYb
zVK&O=JN^_~sdk5F!^yC;BS(0F7=f!~0%G>oY<5T;9T10jKIvVy&nEK;XdugvOEBD}
zXZDeE>!rvktMez#V3{bBR#GV}LYX}Fi^sk@z%xVTnQK+44t;J$G=2pI5B{Byd+wof
z%gFJco#74k5?DL8uDk$Hw22uk5|&HZE%j*$4TWp}d{e%&i}Nz=S{LgAc!3C^R5ftl
zdCA#Z-+4`&9Jqo^8ZqR)%1h`wNBSsO@3m+bLYU$FPO8mvRjXSRKgDYyK=E$1OjM?B
z@v@h?OPGZvH|#n!rQe)0sJH1%76JM;5uj#BN5<uT%3=K=7XVGDL~d9&5_lcOkIgMh
zs!Q;^Wt@Tec6B$L?})k}1FySK^U$)Vka`9XM1XaU=c4mDMs;$GIqm#&7NLtW#I<vr
z%?+sDuEp9KWBCo1VP%6YEzAd_5xwNA5^GmKh$D#bP-}aBT=vb^EaHZF!nfL8#%2ik
zEV^mBrlApTEXGcI1i0pWfDZC32>CgJAK^AbArfk`QA1eDB~9fbsDrg-ViOXMRUtzd
zXRP%8b6e|gsSLeF3F9<>-ciA2H0bdMcuBfcBd%5YNdF_dNPk{XKw$nuB=|&scf)yb
ziS`mre(07Y`^yShRB&5{Kd(@#w~LEY5Z3qH?A)weUl^?bTkg(o)M3Gw4XY1|b^{mu
zT??vWltNZvNTj#%HhZ$3BXj^kly2UfYUL{N^ick3O8#k`ksHlidshRUo9;$&hbq0Y
zG5?`VOvzdF`&hsDBz>kw!~`<ElV@u7+GIkAf5~Az2_*p?_Ryg@ZFK}n$!Gz2aDA2^
zdKvM|b223^w?@T-{(AylJ)>3B>iOMn5sZho$o$&c8K(E!6i~N|+MA(7W+>k9j$m&O
z9{JRI6Y^7-x#?C4&e1dp_k#kaJHZSwKM&z;{6OfNZ3K_d&JbV$04`In!P4A4znB=j
zgZ#v}bTo*EpDz<ZccJU$gx85T78Ueib)*_v%Z@Dy)F%U4miDihgpqGBK_AiBSD}yS
zw^ryhZ+^d_a$=YN9z&BN8MQGxVP*9Poqq{FTSs5CwcQo18sl)Cp6|la_NbV{`&+*7
z7(38>(MaV16F=XS8$MK7nKsIUV;ggKZK!u&>tfa!8#!RsFJTf*ZT|%lI4xUa5s-)0
zBZFCD!+wHsm?q_&C85T1Yr}SJO2a2emYo$l%_g5A)ldMdqnjM#!rDw~lp8x4FFyi}
z1QrL3n48DOM4H%{t2JiiM3bJ&auOQ&kMP^&BeDmmymvcffc>FVl^VkJ_L}s%@DV=z
zBqq8qsNS@*;gjmoJ)n?1e`UGs2(1XwqCSDj8^2A)Kn}OJw_jLvX<^W`MAJg>W}_Lp
z#>}9*3=yeh(TI|f%!7GQu{q%|*96RBi(K*~sVMyZ2wC<u$%X{)2CN*N;c`(QoiyNm
z=^v%oO<c6Ac}BASbLno%y>41L#C_s!UAAXU@u9QY-Y8{ys0xg6%PV+D4()gK#M#g~
zNNV|doZJ;@xXYnJ60@IyNwRlfNs4@gY&^dC)y^?=H8ic`k0r=*-3H^k15J@&!I>WC
zEh|;yn}oFiCZpM+X`3R;0TT#^da@N&;OUCh+PrFfY{eiP=hq5%bp2D~DZypSZKyiQ
zDkHy{N4Ba%K?L$w?qpVYbB~$J^1JD`xM|f?(RR=M9o^-%;-zHKCsQBj+_1C<>2~e{
zCAMX_)5Nw*4XPU|Pc(vUg72N#@{BVbdU*7L*SBBhW44~i=qS2nIssZi=GWrvao@mt
zm7F7(l#&MnINWhL<JyAlq}XbcKw`O@hEMFf5}bDgMJ2ivLr0;V1a%U1CiQ*SgttkU
ztu?YWs@1JAq+|s;VW_v20~HPyHiWQ{*MR0Nn@b(KZM6E5fTm&#Y?>o+k#0wUki3mp
zr5x$+F1>}5H0lm;TEV~7D)`vGu4V!#6R~jWV+sXE`oM!2_<n?c^S}|*;*yEg7^H0G
z{(4DQClVp=9Sh!O0<)yyjR{+%O?Xv;nVl5{`P@vjm&-PRgn^Ph2FxvJ=uoqYXn`@Q
z7}@unH#l;?()2h7RXnHnn4=79P+7{^>=L4)O^~G9)!~{5=a3x?2ya_l_hhPRk!P}Z
zfWkV-_=)vS?G!L$24+uN^OgVvX}0Nz9a7UV+#F(@?<tSEh#(&tI8AHoqkl&EsC=bQ
zR@a1kyI>%zDsHfbcs`}+J^Nj(u-o_v?|jH;qL0CfuZ<E#lYS)PH%}^7WiUR}4d%#`
z^bC58+xz-9^z{6_-eWN`%1xvch2t?ZA$GwIVpBw7om5j%iHl31X5$bR2Eots;}T?Q
zF$%W)d~mSb`b>MBGSQWKl$<yjH;FPow%Px}8ciAl1dm(ll9pZ^A0OY|PL7Tqc0w=2
z14y!Ratwh$1oG`)!F<`0mp-npxMU-8@~{`<FhniBCpXK7Q~1%v@{gp*LqxoIDxTWI
z=)mtvagGxp31?k`!BITT!p`2dbGUNi(mv%EoqQ&#oeCMa%b3@?nwmMD7i&hM*y_4E
zHg>k!y1E^h>8ta5>oW!hgRif-Sk2&oeP0Lt{_H;!#e5hBoNF<kRtfbeeJ8%c#B<c{
z<9~aR(bkPB67Ju}Jo&;qNQUDk@f$uA#mfABw(bk9-<WStU3-BJYTtwG_R=+HMO*jm
za|7n{$xs%P@>Rtrp`>1%Qt>GNE3MDPV1D^Uq!Nv}E_&Zs1v?tw*w_zXrRZPy+1?9Z
zqq)TWH8aH-+48lc>TwS-4I}qh*t}71%0`z#k=c{qQw#k0`Z?*7lB(F)>+U1Ud&)`I
z3a~`b)F?0Gi~_BSb=?rrEZ9X@hkBC&sqi^|J#*Bu;TMD@^G`Hn4Lz_9Td@xlEpAuM
z%8(3;If+W>_9dQNEj%uhr+`Rie+uv71SZDMH&n#`wiBUHOjVw)sr%Z9wI&jdkCL;)
zbu26qWR`^{vWvj?4jh{#y(@-*9W6@z5(2)+^Io|tH4y)jdNhV}V-ep9Adqi<U9uJl
zsR&uP*jRwyjmr)Bp`)#><flFEr^7N8%FHs{B3oHu!(bu(o2K@Mb4^smjj2p_NHb#c
z_N|laMN(XYP6v%5|2KK#9vfI3&b^KjY%l|ayH5t<C*k>Twg7SAO5FgNP1OCp=NAA)
z>~l{}Ii?P(;`ooNhnt(wb8HYgbXye@I41DEAXhduUzA6M-*<;}Ldo-&p(ivB(&gds
z9&(j=<TIE<uF|5rNamNJ|CGM=l!2YCvj$6&c@L|d1vW|KY1fdaRII_~Z(;99AOGFy
zQ$vQsev+d!UDyly1}=x?H!`7@4WZ)^&;zB;wo~gn%M(Yo)rwbMFh$!pmXc9S(zMQO
zZ^tb*_oc}6Z$(Fma<jtf@*ZDIzHaTN_AK4L8ZE3FlRO2lIs6T*YPx=D@){X-mA~w5
z*Xa>^Y~CIA013K{0$N3uBPwFMG3lpH_U-#XAwU!jb8EZz<lIKBx&B*Mt3IP}W;9aL
zZx!bH8k-dF_!JQ<L^;tN-)No>IeISyO$vjMwi$L%2oGyKskMG6ReItq;KsD9l@!!{
zj|^cmRFKCxZ@Eg-uATeJU~DQ2z-mBXFCX`Rw1gMv`#}xV@;#K5BJ@7SRo_Fq5?T(&
zlEV$0frk%ippb4YKBEPUReb}W|B?i(YM-ia)wI?TU}4+B4+*4=pQcFlFe4tMmuOP@
zIhuVaj(8u^U2GXa_ztbXkkiCn2Op~)PyM(WXql8N-TAfP))dYmV=cmstS*{G9vo@r
zJ}zA+)rE98<qnwPSL?B4h6=fX4UWIX;P_BSss6wkyymrbKeR8juTiOqtT_6$csozZ
zt>e6J_ni4X&w=m-;#AsgJcBiwzXy~6AoyeJaGfOkN&vEROw}h2-xmB)eZf0NT7iJP
z|4y#BudlDe()YsRtds%K8ztCOVqM-BV)|4(RIu_Aw}&nEI<G;0!IPSdl!gYGhZpUE
zJvaSpuJZ5i5e}b|-=RF!PKsW11n*3*3m4%R9p;B%p;C_(78Yi=I#G!RHCB||T_)3I
z0F2$*bKq<(9}ITS*7*6d&tPkt%U0J46B4*}*p1uV9$(s<n9euE|9bt#`zo@V0+{b3
zPNn)1Fr7!Hv-&Ljt7ghaE0K8Sr1bpWYn_C$85H<x;bwMwcd~?t`1-L7u?^!i0D4|C
zadv)s-j~@OA0K!Pg1b2Qm5-S@#qR{6<S;Oe437v^rxj5g)Ehgj34E()_EJi?!;eeX
z7W>T&K~Sj?$+=RF8r>E}BsC$S@g{>K2Qz$?qZtzs+&!><oCEC~r?<kr*^~m(I3(|o
z{8+$_P)5nc=XTzhVx2-V3#NpoT%e6{TZAOQDMa%)Qq$Gr$T3hL66kAu`Gb3yYaW)k
zJe2(c{$P6a)&c1I$|YA@=!{sP0~BUr%fmUqqPg#7UoTxU;&FfsBFM`lQ5JP5NRccV
zMt=*S%5Dt_5O5f*Poo1La5Ia<SJP|HvV>!F;3gy8It_P}jKXctUtQirj&>^2lbdO5
zLKb%2-V-X6nm+_^R;Rp=Z}VmSj$Xs0bFkgC)8HD`y(T2MDeo|7Pgg-*Knz&9>VD@Y
zDVYKqPh<QVN98SMx^&YTBomCyw~3DsNV2BzW4+ISWb=!u(;L65wB=Vh0|5B$)B9vf
zv_@?0H)}9w-Fgo~1*1O1VM{uUYyLIuYYw<_(@S?1>}hWHsCO@HwyqfO`m7wuJFT0`
z4KyD){7L?_uigzzxvsgdA3x+{I1yHu1Y%xe3!XC^R#DNy8}0BN@?t9Eyg&d1wB5x!
zD@g^FCND(Vnuk*W-`qr(I*77n2&8`;Dr1~$FxN?V?r9m)Eyn~$qWOUoE<c**{hW}c
z7KeWf)k%6Buy5B~6{1qa?`iXX<rM8?65}qATkZzTc`+Q%AF%XbbuhYLlhNPa_n`PZ
z?0RyX{3kNKHfulck?y|NRHrQlolgk1`rl&$r_9^3C4u!tt4N2djiHOTe9b09)vFyo
z$T`%1jA-nzw*k$Msm}B2&gtU`GTgkM0Vx_vDgsE=t7B-2it?L*=#MeEw$_zA!DCZl
zN(Cm7cW1dPbqS&mwnMr3-wdBU2YRWnh5r^U06p(NcRD_1dhR8bQNBLo2Cv+?7BP5u
z=!zgPwp!a)e}E|yP*hJR$_8NZcl)zAbkKK4E5Hk|t@A6+#5aPmVkWsDhfQsOfKu%k
zhU!){I&>qAu*66%!AGm9b@4;66dp2SCB5NJ5<%fF<QQp!w$|@>XwX#w1>5EpLTR=c
z0Q|>DI4xR+T8HWVv}gn6FP3N_5Ihu}Z4+g3m6%lRZw$(fxQPgHuF}D+n_l|`8MLNL
z6zW;-J(klkS})7w&{azgdR(NZDYRKV+BBb5zyd0#p&6Mk<4lIa(CnEqZ&LjY+_g$=
zw``w<_5h($$MW=^s}2JsY`*iCfrG2FQ%JGle#%6STNWZoBA82Vm($WJteX&VWjxe@
zF#R>_`rN`-r?CTIu=eZs?Huo=e`gb~sLE?d0dFwmf+BM*BI?GB?OnWTOa(4qOXdZ(
z#2-|=yfG-J#tlf=4XcS;V?Gr&i|g>&8*j%THgZ}T93%mMlmL*U&6umHsmYJ5EDp$L
z>#we2Q3<;5Pv)+9zer1yv9NIC<LgLPQjFvdtfyl9@py^<Mlm(K(c`}-5cD$BfIngk
z3XJTNRGv@<7<a?$CuHp2i^JL6-QIp}>;B%0x_Rvk0dD~P{yD1F2xP}YVrO4zV4!0C
zkpkrR2#&m=U}IA~D_av8XtgHJ$vT|ByiVPcWXaU4TKGxjoELDAG<P9xB~Qc{kip(e
zCF=Ft>@4{H<tm%M4ka-BU^=f8Cf@eHkkfW!Q@$;-e0NB3Heqt_1ocNj33PXFN=?NF
zfj|e-#sc1d)Qx+5y_~SX7{s^|NZK@QQs);J&hsCJoyil}9nPBPl;NYRo_a%o0zH|c
zA1<H?Za2iU-6}bbgz4-}p^`#;l48|>Qew|dvKUe7N>Vqv^JiST^%TUFB=?}F+0otQ
z2RjQIrI8d^%n~p3UQDK&p5E`fma7g3w?Myfa9^u{_$Twb;EcC34Ic!OPTh#bQQ90+
zb$;Px^Lwyl>>G7bv*&FesL@Vga9HuVB<!d#7Vqod@By3{PmL!*Bljz8=+H(11unRo
zHDA0UBt)BUTc6r>ur>&#5idW|HB=lOmXFtRUmcYUB0LZsk|{^wAE8DQzsF$UZm<z*
zOE-ky=wFqsgbxMs-V|V24@mp`fglclPR2k_p!YX@+zx??9cUPEbS2ALCmQ~eXy)o1
zLSb#YfBbzT-XfYg+J)gl^4sba*ONm-&s**|3)jCi^87>e->Qrd=^=RNw1UZ<8axLF
zVLiIVYhfEP=>3Er5%Y7#NqNCE;etP&zS@sP+{h~fTiCP@c%roAn{;hyFY@;2Z1cy0
zlhvpQoFC!Xo50t`X~4<rCUER9LuID^cY#EmtuCMFgL<;eo2z(taA(VpW>oeWfZo-I
zYjnT-Vps^nGBl`FySoT6X9vh{?qNyTfQ;u)eTjCyE@d3)vw#!UN5_j96ECK(9NDsX
zhdd(JWM4DX5HJW@y`m0yX4}yPlk5LIG<vehhnxljHvB&tQzhg#)bM~QXE&Z^gz7yq
zS8W=rd36z|YJF0f9Nnx{oM6N@&l7#BJXi9xxxq}88z8;cgig^|L8vT3*9~OwyDb@I
z|Biin*CM1-RWn_pE>(0Fw-=;K%KE`Ec+w`J^-~2t@Ts0n-97NMwFUySet&I`77(M(
z7AOWRnLw+tYC`2DJNrY3Os_qn+g071iw>BSRAvcp3(=&Tt*9&A8<6vhZ?;vD;!~@d
znu=2qhwRRBD2tYHqLAb1a8)a4r`~H;z`_7*w}aI2o7XeShs2!7vVx0ReuK$u?GA`~
zA8-KQyUx_l3)%Q}0}H>SOtZoFrdf;<7PL~ow8{3sGA5jXmATN`W!O{73DlyOYViOD
z+nR;^2FL2M8A4Y$-w99UyS}cW-A>W46fUw6O4YA@@V@AHYOWD=STo2gCw$T((G_)I
z&?t1$R51w~L^9BokT%*TtIB$V6h8LZ(Yw$cMGqEc3%Wr(NwRa12&28-Nh28BOK=>Y
z=iLHoA_vutgPhvIY&sI`?FdHKNeOUI`k9TP4)0uA0hnnpvZ|Zxao?%<hp^UqcFj?d
zJx47j8-<_VRLCds%f|q~pQNo{D^Zw(s!VAX7qBeiaL+Cm_pXjQwMOFp=j0;VCdX%;
ztuWs*$?DCwO?J_^4Oq_4Y<_1iFE6p6mj~Fg&I<_W#;;3aV<H2Pm=HJlQO$rY9Y%?H
zK-U9rGrzt8TBjDdV*u8r7mJt@JadG_`8a?6?0(uE+v)BG`m|H4d8ql{+*7!$?zzDS
z0u0+i0%0J@Q-D~SKRgI)q9%C>vNA^O3>0k(zPP`$KXBMrcFtdq1^8<-=88h=nwy)y
zrKM4b6$e9`^U-?Xo<0V;PzcWbo&k&8&WLjJa|zvVO|&m<)zd*v$;f5wF(d#T9q@jp
zkQDg9w?~+=hZ*J}!6rY|W=T1bZxDRm)5GG}5`a@<n5WOH;PK6%?ajHYxk1ns-Vr!^
zFsh|$;>6mQ7hdzr&R1>hdKPiHF_K^*Gvgfho?O2>8=5fW8nPGw8Fxv&E4-hi<=`qI
zbxJ6F;U1gbWieMH;N7U)@S!Kbj|=C}$YBEuMAE~^PAUJ)<y1>y4$j2H#`hheCl(Y!
z$kwqnlen+`opgH19rrW@PLRwH_;`3D(jM*)t9YVHvy6SglVX^gpi12VcPm?jEYO<T
zpa^#<Wk&g)Ovw>01Rh3nX)<CpMpnd%ApYng87fV1&5n+*W6Y2k^63X&(_7R&94Lv3
zqZ|mU1u#Ls4@oc)yUfKrf-bJl3|xre!dC;7#YxY#-U2JE^*sPzF)F6wE|ZD=-pJFC
zGh>lN#fM+yY8`s3{UFJFl6D1rw;3qv#bS9TvY%uTvK~E*e;0@b;xBZSvoGhEX&p{3
zhg!9SJG@fsoLDlGAGyhw4o}eRRp9~TIwVQ1(+_|=*=g}#3C`2VC~*P>q1#$6ahzhc
z1>{dDLAYI&<gb<B6Z}39GGGp=Q<h`7N%~F5Ec&Ui!j=De^{gt38KzU;W(p067Ek0;
z$tiyLv<k4nQrF?O)c!fc-p`7xe2)&&qA?JPkvPB)9PETxSJ<uyHrbNlJ5u>Pm&?Q}
zq__5;ZP~27x(-Zv*MOR$Y9^-k_ZUz7V!7u|Kk{|V$LBeu5`(B8kokqq%_=b(Xq@kf
z+K90@0!(ygdYuJ++1wkPBp-uGGNP<3$yaZ}{K*J!9lhK_AdE~Hhc#zdwjI*Le?C>Q
zE&guR_B~p6#u5zH_d7cvTw?y{_ckNnW*U<p=pU4)@4){nE%%yAfYYK&*f#>597?aB
z8}rm1zuKKN8%e_b;-!c(=jBE!j8WDKo6YsZoZGe;^i-C4M}h)kmg8QD7B*x*vm`ke
zB}9u`33i;ijxaXi;vWuu`$LcCDgC`j^o%Uy%5J?~j(-Kuwd76CbeW|aM%M!(;G+qs
z(l}_&`|-gH+e)VnA9hWYX8V>E4_sj;Y&yN2+tSHlODT6_81zhgLUg--aP%o0#Xn;=
zYfabt8FCFasQ>0Zh7OYw^0Nw@(cT%9eaz{jXqGB&A(cx{Tjh*>lcaT*gyFy38D=C|
z{8zUkH%ft+OQKFgQ|A6sajTwUt!;@dBh+8iEmFQVLZU|i?(Mv^If`!gYZjM;vvWr=
z%T?K0A!6$Q(nKp3?uJ-2B6RT%BY#RzfM_toe&z8K2Vp**x<;f$-II6Hr>T!U&_v^m
zpOk{N_ngu{x0bJV9HX#XDFg#{?x&Jxv6-Q@wbi%KyIj#Vc%HM96EZR~NfS5-s~NVV
zqhn1?jmxKzk&(V;?W()g7JI}%??vMLVW|sX_Z?LKc{)ct_~0BA`FONfveMn{RNy8r
zkMi*DTWs#84iBlk2~!jn1;SM~JhE^utUQ3dgM*0s@#rB73Izpj)6G`=Y!r4mB=5w?
zd-|cg>QJA9`?$;Ru^Cvl@LM}aXz_A+sfABC2UW!X@9OI6;_}?$)5}@W!Y24(w|wbD
z)c^i;Dx05(NbCqoDdx4^Kcw91ym5Yf+~NKA&tBD1s~`wn9`|pOM>N7yrQBX?TX$zU
z;$duq^ZU}{+Z2Pj3LJc2MDP$RnFK5uB3}KcP{{gvt=E}dK2;iDkHcv$0iUzn`3JDQ
z!S^zViYP@6hPWR7OoLs%&e@yFe*E9~nmLYfTy%6xaJH~80ZI-cDIJx~T=gkYDCCij
zORm8bHG3{w2iOzM0}$Vsp3b#QKj$I?GK#6rb+N9pQcq>aqL}CVboLtr|4l<^-r;@{
zQE=V?s=$TXQgghM;p0SVMCx<;#TF7en@0>6S86f%N3|wmUO{YEKNUU%cYEl8x7jH(
z_Sa_1&6VCMeOk=f+AzG1+HuL7+Tw5FFLOzV$2Zch7jh!ul8!d}mpg}Gj564iE04$!
zBS7xKb@QB^al~|I(-mDH8B_}hLP5|Dt=`zUU~_Sf_x)^c#Mu^x*{wTZ0^W?bB`+jp
z);x)}0V{^*^NQlU#g2HA{Mnz(+*;NP`cA`XegD*2pmXK#4ptTc4()5TLnkum2_)NE
z3q;^p0_SG9en|BAQDxD5yuim4TWOPDZi|h8nq9IpLoVde;1R>4xcx|EbNbjwlQy-U
znNRh$XOXEkgeLhrcG7a^7jn&Orc2xtrTI7LFF>m6L6k69a4*GrzuNJ|<L|Tb&oRh|
zDHQdu&7UHFmF_ocZT2rN7q?rX?R*n+rq55f-o;bdHm*$BhGTL(-(0N7a#X^@?VE4n
zzbz{$+BFg@&s=z&%if^F?pnU~M&a%wFe=D$v3WLU4!a;<TD>gJe!hrFTBm&bTz@Y&
zZPlM;IFEN7^w@Y)7qoW#<hxK4T+^ws#<?7@BRjBA7Io3pZDV{`KWWP@R?&WWJKDSb
zLFWNAg#_{BZk^?Ow?ufX6S+*w7)h@mk{>T$2V~gB(Lx}5mK~2yKNP6qhJt%Llo<Ji
z<PiwVekyP)!5E$G?V$zKy6&*E%ivLDTs=QO4+Acxqjg1g`<_oRgx*lcd*P%NFG!e@
zr#DK$watW4kATKUSxE|AWPIn|Ph!FQy`x3)n=sU)mFhyj^+ScGpN)Xt2;Z!JtUUIk
z`Ga1%j?v-YT8@jvv0H1j2a&?WuA&$~y`q&WfMXJb<HAYw&~I|W-%lGrqqUN-N*)#0
zSXca$iGfmA{r*t7;{v?|i*kaCiJm!S+;lAnJ@5t`E9p3RfdobH1GzC2yEvC<3=cY5
zfO8^0P>rUuq&wSsZ=ZCUK7i6hD^}r=KNzDP8Z2R-?=`%zLZ66MvLrZ&j7EpcvUWv=
z$sI>xKwyK<HSJ3)CDR65RFstD<fmt6!e0pbkGQeQq^ATYr>22jE`1hUh3zZ3!mYU<
zM=m+$Fs0YmjpE}mRaI3Lesu>tA{@rXy{W$+AG&{ZRdaca`DNX{;rTa6=U}ryxQ&ya
z|Mh%35-YsV<>lcDR^32@AToE8f-|I6@-eEkF9aC7@>Wh11{5zSmmLfTs6U10yi@%G
zOh{}O$rIKAw8E-}SeorWK3_2%u;)10&EyI%`24l%9Pqn1qO)@YzuqeTI+~ZC1`0rf
zuFw1|EFH{#pLvBh6Q1YFdwFl<Af}K_MPbo7gJ))<nXs`i9R)!OH~UWC5kLQa3x|2A
zHBc)Ya*59olW5Y3SnWkGEzA{k^@C&n?QP`Mgp9m`)7HHI!>)8D5u4aAIpeRm6IRXm
zO&l}0{h*7|d=W!bkl_KmV1B^abgM=W<)L0-oQ38ybAi!~w(>GKNFuJUY|@RYo@j=p
zCP%jJi{U)72eW}_)X_mb1-CW_nHb}Bo+7)eii+wDf}i^m#<=I3<Htyt16fvqg1yb~
z<S+`))E(u&BH_#>mY|8qn7!Nw8a>B*h9aIC`?PCZRSXS^%;+!}40<b`(oo3uaBZ>!
zDHUq^P$0y9ruVcGKN$V5N}g)VdQ$!WzT^zpvEI1IJ~VioN3LKrHM@sJx^~1e1<QzU
z!z|R-lTP9D=WzFnmzS45|02Tm)VrSyMZz-zB#xJ|Ewu&1xYh0vEqQIWnYID+nUv^4
z;s$#v@PYQTTcIuh$qhg8Bj-|zbkDE11I$n-QYwe<*H17FcABHhEae+DjcH`i4Y*36
zSGbM%z7CrPWtQVTSz!<A6O8ONCqgTV(jp--xOV~ke9z?<AqSY}%CvPsuIglL2JMu+
zobVfu2yZZ5bfe~Z$5VCx)%DJ+6oME*ywrln-MXK({tnzlX<QFfOhK3$CZ<cgZf<A)
zRG2S5;wQAELPlMUs}~3zy=1aa8|3^E+%e6=Vi><VmOfZ1*}yW~E7_@!w0samkpV<+
zoM^uSBmIqFNW{Bv!5T6J+b6v5e~KaB7xd;@L}x3fCHB@AzWdv-G?ZQ#mbc$;^^R=?
zFL?g#EUem}q%K(U*mFIp$)MP;(0JAOQU!?Phvc|A<lM<+KNGb;ty|WW{oKpPrg)y|
zi%{H!ZfrIS8s<nbl8FNSIFm5J%2HTL-!tA?&<!fT7yShqywLJDdykpqu3IJ4fxc}=
zo-#}Wvk-ZVY&$=jYZNI=gJh{82xP=B5c1nfo0<ZEUqN!AV}W7w+G>g630p%y7EM_t
zdOBlSG+Pt53>GP~_uO9Q(pt@EDjU>-Ir`9z9|d7>{Ux_rAqX5<VK5U*(o4Cmm92kj
zg!fk49I<yo^qJndBi^5|Oh?@|-KU1cE()2T7*xM%EztS~N}H-8uo#oqF_^L*czHYw
zRzK>5iJjM#XJCW<7oMm6cH&%etPVGD=lVsBhmu9V*{)i(1>Y_+hEXI0EAVJ;T31h}
zx>Q^v@m=lg%R6pE?0QecQ9&HIKSbwe`KePk+eK-={Yc!&RZ`HJX6D=v0&ie8s*WEM
z>+veK_3~nGLg#RA&Gr7}OxXKn;E&1s=tXq-M2f2NYIR>iZMH^q95ZbB1ad*&>o;x0
z6u-1}bRZ!AjiBS(qkB4YXG8a$0a2sYTH~H$*Og&;<6^T|jU7M&r6UWVPC|eraPEAg
z2j#i7=i<*<c18k)t&nSVOVbUd>`Fa9kNSZBdY6}%?c6ixjTQIn_XLokap2QK#olC=
zx%G6e@6-NKQ>z-gp$KN#(qiDSIcUxos;>sEK^e#m?_SfX^8lZ92{&*wP#XN@xa!+-
z%cBXpV9VJlYa_n#E+Eiqxht_GB(XyYk*`8;ruedjmVi)O;KA&dOv;?A6LX@x?>fMC
z_iLj@+c?rX#i%6QX1~|TC$dEO&;=ITFvHH5?F`IMQbgvSwN=?Iba5vBB5X<f8=L|?
zd&#z*NQS}_nN9~9w^^H;b`iSzLA~j4byZpCx0WWAsQ80{nWD68<O3oE7RRP@6{nS4
zNNexjy3nnB+2lz5<N#!t`09px_&QkLD~fWn5;Ahm)GIV>UDzziqN4TlSx^{aDSjS5
zB#-kM4t%~3>96M<dS+;<XCRhrx9dbEbZvNpHZs4ZcI!g@flgBkQ_v*Fxj$iN#TT>j
zLV9hag;2y!#h~jVwa1dq30?$9m=x3R5&}5od^W!489F`tzI_pI6;y0hhkhX7lY{Wl
zqHYgE<<;~RczS8P3hEL2TfYm5@;i|#0xXLV@cKy$>C{8sReQ_FNgsVdi94bxqq4FW
z&9d|Ez;c&+TUZ335A#oUp{9v4)f4YRdq;4#3*`FSPi!CSAD{0T7#P;agm*~sP1V=Y
zdQ+{fI|XtRiFXI=+eCu8$pM~HVg{wBHJtjWrlsp_u3a$mJi=Mb8taZxO4o93S|Rj)
za`WEC)%l)XOTgwo4Oepj=7g6Q?9#u`)(+#qb^ZB(rq?e$&NgFEc5a^WHDC$5F!3r1
z<7!P)SuP7jc%er3sHuFx5RrgIV)OFOl;)3>bi2aFsQ33cLsUN^h?E=(i>(R(!!3Q<
zL!X2r;@2C8>6ZNZK)UjzdN%a~4Eu3>aj%L?+1zr%C>tbAI)^n!esjk(za8Sq8<Df0
z(|MLQ0vD|QI+`1=xXPcsGhTmJw-xsH@=Pb{0>o|PKkMea`vVX#O*XquS=YfA#^^A0
z?^6}!c%_Kx(od1Ih`c>zH;Gd-v`e7f48UKo031O~VA5X<ZR#+A9YCOkB4-s@@Zf2`
zLMvSFIL8bmJtO49CPacCV}Y^q5s%_ip&)mNF=EAG_J(vq&<!=_ErU&s1#`Vj!Vh%m
zwfik#X0LB(cQh(V#+u?z7#A%9XfG+eHYCR*GPbt2+AGh2;j<j>&&#$QV~MFiouA~N
zg+rIa&{fymSd{EBJX+sJo4EXWtUSrS32KFR!P0Ae2D!L$dZ`@cNHmUk-2$b{cx8+4
z-h7S;2f+UBX7n;-T*eASJT2E!Zh@Z;vfsM^IQ?5+fGz-t&B+^Yzn%zCL#qfhz49|k
zF@-|6PNmDHTX<cufC`h5w5ulpEstStd<CV#(%a$|zS~GSX>J!lbVe;51tsch5C&{+
zmaDv?bJC~apstX>UBU2u(x;QoRN>Ixdb)3B=H>X#e$I=!E-h_uL@n?3{?527provh
z$~=CAiID^OEIZ{IR-&k{jLiiQpkDwm+=#-af|cu{K@k?@jf8itkIWan>+#_W__=et
zl5nr1COR9BCe|s$dEd47X(H5F3A^PdEV6jmatowr+i?9md<A(Xp2>x`Vx8e10qOi=
zO;FE{Da)?Nkg}uC%?ZA_M;mQ#sF>Za$9#lY#ujg&_{;s)S;n8v3_y;^dQe+W)qrVx
z7#5yaMxd9c7w^v}ukD&C)m$;}`~4bWlKy*`;V+s+44ke0QPxU~xIHsLn{U4^`IC9D
z|A+y1ijDta?Y(jd*DlJaa-%6DpCs~rouRZ8oFEDZ{Wkdq0&~7!H2wSSPzzM|3o*QJ
zf?a$?Mim^q4S%-xj$cmh24$ip=PT7f0nhg@il)H*eid~8NnHu&O`4|v3#C9>zud*m
zpA{C`LAlB-Yy^5qr?RC}q-n$a1vE6nP&+1xrVX%p(FcRXp_MBL^%`O8B4Yaie9v`U
zQy@eE<<0qT`#8vZ?crW#qbC*{S^0ME&3V5gU}H3M*hsD-?hC(HJ$Rrm)}cK;9LT`{
zba6egE!DiIyq`tiZGFtX5BDP9`}RkY?=6_Ucity|MDFgshl*3!*Yf>KaPR+Kef9q_
zb^iLizp{I*(YxOEFxujen0z6vb3@|{XgyK=VA438H4HQLgISF)i@-zu5U--I)-P)P
z5)uwM?tQRnPz3HRpf4fbhntOGCRn}&zxVU5FSvJ*aBl&6)s=5W-!CLy^=T^ig06W3
z-b>})e2};>j1Dkt^di|SG@xOxD{i3HOtytq=fb&18~u}vc`R|sJKAuK`kn6d&;O|V
z*{`eq_Fqf?=I4L<**};5+aF97`isXey1HD`Pp8Dk)AAkP(wY8|Q|9qA)Z97m`WbKF
z2({8?T|MTC9&;z!0GU*xjY_vsbQ{ICQd}#cUxL0(cBug|T8y?+xVIi52XL>_<HF>Y
zo7_^1OKPxVz<ajdjBacKwlsUBM$F1#O_{8*R!8EfD|Xx&Ztk8bIqm<CLzV-r=5N}}
z2M?PokK43oeTGYq3|F4E-XFc}3!iZYDlWYEy5pItXX%J5b=1eV4a(RXCO+09-eAF7
zWVIFslT)By83x>uF?WTW140gJ+&9m?1bx+>7~7`*$a}d2dbLhL=ipRn(W-(-&|<p_
zBlvQ8W)*<Jy##&pmT$rDB`YfK7M9!M#0vMSWV>ex^vx5m!o4H~p>*qF$|<_sPFFw*
z_bPLFXDi(VdaH;sL|(em!&hJ)=TEa=fe9-dNVF2|#@(ImEVgEsP`0a2E}(MG``yO9
zu#xkwFUj|kI4)?DbPSUeiHIMUI$`bRM7mEn0loY|RSuEl5cVj~z@TC>#V~mld0~D(
zE;Z+XCAjyKmM`I6BpmYGi>N~>roC2x9C;G-g+Ts<K(8HBzz8}QB1WRYC1@!Iw=j&#
zEZcevpTy0D{!CpzzI7}*n|%xS+7|fX)%aLwB_5v;Qj<(t9VE5m*7;uU-P^wxJqJE~
zcyFVqj&m1o-@S)Ex1iahC)%rOHK)&XApVNR3&=S@e*ciq=Y9P6(Zs|!8iHYFilyb{
z`<>kvE?u=dT^5TKZt%H|ljH9na;XJOV=+DP?C7y06;-vzPn@`O`=-<0_h_*HiSPDP
z&(+87t1lk(PK-Q%|L(Qh<=o=lG5con85;8<?ZDH^<6|#Ro;<48>8@VA+S`4*=k`gT
zrDJ)_I`*>v?CHY|M(u^u&7F5TEL8X7*N>LMOW@wu6R$09>*;gn)b0(R;$Ai9&~^lE
z9$<A}1eRMY=DE3<OeO`g-5X|5DUtZMn7etK8~iDFBixIgU<7+uo{4brF+S)OSFei;
zNBJoOJ9~x>y+ZzB*LBL?y{TlCO2^Pe7HMIk=xSo)ZDxHC+zaSMPuFzVHXC^Jc4PVV
zMru670CLcKd0!ISzW<%vOL`P<y9*COBa<eRp2N%CWcK0t6Qo10+N>;aU0%B=E}h{Q
z&am^BnUw)1`ku{faBK>gr`WtX=>1{Syt@v*kegMG{BzK|ANL~X5RZ?nC6_UZ4I|Vr
zuI*EEQmAh5Sab|g-u2`PhPD;rzT1y#`#Q>tBUG#LMKO$h8F(A3e~kCZfg3`gAEx?u
zO~{}v#Y~ufzQ#NL>id|1dl8GhKStkr8`~Eqe?%K`3OEsx^4;0l>@UH+|MNd+|JSdM
z{#|p=*EgRxc~(w5jURgwKQtWCIah0K%eB;6oinKO#r6J--cRfOjCP3C4sqHcUh5YW
zi8`P!@q1<c9_|J4=Aie%X5$x#L>-WGAoE}BP%iU8ra~qnDPJYutNOjWxHm_?dy@|Y
zS@S@P`|@8R!n)vIMd&292YNxj3ipa8FW2Zr1UG`NWewEa=?Cj~-X###?tdR_yX*O5
zL&r~lSN%8ta^RnSU-iqcYX9+<r9c12KmF|IfBgG@t@!PMme$jjC!?A7D<8Xu7CU<1
zwD-Je?;kzqobPZgAGORKvn`(+ik~0Ow7V0>?D3;i;;1cs#Fjl`LlXw3%|__A#V#~q
zyc-6QIni?%6WB=_ucT3I?MAQM;+0#yaw9xaGhH{3HQ>n}`4C_gXGf)t)>w-pe$<mV
z<x3o~uGCz9e&DG6ca7b@*5Cb&{?1pXyI&vbEjw<nJ?n42^ZvYR<CuBrtE0Z(9QGNz
z7EgGyC;if~;Z1_RZpnnH*<i$3Sxm}ivWtxlxyeP;=#m?pWON$<SRLjDL?=Djc6G)e
z0IV3i#L>klIq)rr7c(6*dIzm68J&~G<k33hmI(_fJ&o0V8cMScm3vk6&BL>jh$s**
z(i95xs!L>vNh>oFb=WJIjRkR)c8IOa&A>}nP+6$buE>GOJF-<S2scC&c``M)IpU$K
z++3wgM0bMENbQ}gEXm9fyCqdS6e;u5A(Nb!GRH*T^4&$h+jA63+Ck~zfH7!rXcg!!
zb4gISdxy$gVyR0gae;feZyb<-$<#i<y(;u7i3k#k;PX-~U*h`a2Dm9h<O+npeI<v!
z$T_GYV*tsp!BQJrW<#|xLpSFB<8^NQ|B{=A<mN%S!GqDAd=oN7Xs%+TwdQnPU#hMz
ztu@m+>$my6&PDdsMsOjr5Ra+J-q7B^hF`+Hn5g3E(<f-&d-nV}M03%34Do>LH*ccJ
z1KRK+kUKp+6$q?D2sX^l&MYj<qu~QOeId9R4u>8+dfe61iz$yWN)Ca6o7XSTjKAbF
z%QCyTIQ#VaweuJ^clGKOK=1U3FT6M$nRf+esMQJk`s{;vXli9~!awB6aqsnWOVfUI
z<pui6iDy9H`HA7{SI;&!kWlfN_Eu}>iT96g#FmF<Mx5u*9@Es-7<9F#&mOfuwtZOr
zu%2G~a_&{fwRQLOpv#2A;XHBT1cJ&>o;<+_KA<n|O5+aoF1|%E3))UNpIFC}$(T4Y
zu#1g|iT6^-A+22%7mo0gdUpCa>G2hxBj~#?@Z>kbON7A~P6osAAZ882Y#{N_LTc?H
zvrb7d($f{_%ZAM1jVH5fGcQ(?=;yE$%VJ(ypzpWu8IR`JOzG9OE$5(|raB{A=oxwr
zlXwH1UO+FIdiW}4BF01&9I_2dx0%2LHa^YMVNuAE`PX3cqI4uELPiB{1L-f|()=lZ
z$zkK8LC+0xP4VTO!L~7^>Yb|jUZfY0VZaDAgc&|H2eHb%pkkmenwVj*TQIr4@4Rg4
z!IS@Y`D_fjK;v5JvnRFx6Sf^Q8Z~bQZ;HVIHZl2KM?_-o4O|W3n#i;C*FH}%;od3X
z-e~s5>&TA?arZq`oB~b+r}IC6d;h1uE%|T%qWeFp&i~@1t-AZ&A>Z=x$C0CtB1YFr
zoo%7Uwp3?d)BB=Ef6D0382nk?P*yuc=vU|Gb$&rVEb50P!vk5-PQSMRy$?5=6zz6>
z_mJ?XxR+!e^3c13dk00+klX;_58`&?cMtUD0>BFTf_}H;L1cGJN(5pHiQ(}YAtg|u
zykz%qxh=ET!#1Mrm?Nm|pJ}3IE<O$PPh^HyrM}n8)hBQL!`IsX{%;5W?pFu??GIJI
z|5NR6epm6UUwr-d|KIO_`m^8v<nR7iR(sn0XzBgDXn(qT)%^C*RbRtp--+(Gr>#@%
z)|n3H^3?~iYY$WBys^`cNIMlhX^Wq<B~RE=$F1q3*34mRrq!Blp_pbn*W@H^ACNTG
zc`(%lj|LP?Uipy1y-lD*D^qWUSEg(PMIe{!$Qlu!a3+p;lc$D~#~d5_+wTvydw!|E
z`}dWX{-N^HKUZJ=rRMrqO+D3ThZ^s^KVeyDxHtaGCh8Z>PD9t?Ngs34FCO!69`>O(
zn$$!x6}%#$(SaZ3W*2yvs6f8}U?P`nauI`?2rF)~G`J)^`VWI=&^N=)>l};@hernV
zL6|xuV{o90a@OSLjOb2G=0Rq4E(|;*>273N5b#i~T{YYb`px;k%4~Wh+dxTmln7}k
zv7VCZ?UDv_98)6DSLyC6lO?E<5)t~XqIjq}H>oiP0IQ;yDvGYOWh-qNsM?;bbuk(@
ztMRaPZU&vMG0#htBU$al1mBrD4@B3vk&5Sui|ZsJj;>R#a><o0HI9qB`N~ENuS3!p
z50UB8Fw_oRg$aiPcWay=UZKja91MkdmN5gJSnDLSa-bKnGA?gx@?W4Y=AOWQltE!?
zHwLBQ7#YrnWUr#!pfeGOn}c4DRGwFvTP$@e-0R}LadHQdc5q3sVaa@Id68*_;o_3E
zW586>)S}GElM#HRuLV=?<dE*DbPJVk5zLSItQAQ(YgOv8sgw=|#!)GrGqIgXM>vWt
zr2xHjxfONJVh)sgC%R#a%|mjFAKzFJ)5jR>nFdUrXwPDnZB1Xit~XZO6RYb*c0IMP
z-%IAInA;p$&Q66^La~_?CePZF?A`kNyEEsoy?^hVGF$QMH?Mnpd#+x)dgIm&m&b+a
zeIcyex^wI9-8(j$_3gX2>NDX3zkT-(DG1EVfWc6bB&JiTnVA{4+jG4Aw6U@I<jIqL
zeO+^NBWM83u}iBfuk6(QtJlt7yLP$1=g!;b*2Qt>;;41@oq6oV!0f0m6`2gKO+4`D
zx%bBTrP+s=ZkR+J;*U1duh!-snEUS>J9f0Drlz$?GidEt8AJQBXUo%rcW#_E88p>Z
z6^Bo@`QCbGQ?mgkuo7E&HSy|8{9gFHXsrhO8YB<98~ub&pE`{c^NSZR(DIjKNkfA_
z-=@nWoYG~B5t)D#dnRr4ip%GO*+blTJv-ULE@2ed5FL7*jZS0%z=_pt3f*6~?0R%R
zgU1_7g)wq!IlhF+b5|lOYZ1)!G!a|%WY+sc%w>=q*o@xiLj$ReC#!2S?^olm*ICTW
zwGzu>YTC3i^TPf>l|Mq@S?*qZZXyY|*<|(#E*oLu6YPeYpFe|a2BN%VT8fP;(#knu
zz8$d#cIhq~7-EwPJev{)GU$&q`xQ{R@7%TE+mCSXqv{0(02{)geyOXxjUiR;<pO=_
z#3U{&l;LSBpjjjtfVC3@fVbN7?u!0mup6GUl2}5rcki*OTk_mXI)OkqNaaERS0bOk
z7}>GUZO2Tmal&^b^c;?l(3qqc?UeH$;%8UzO~99FF`C8bw!iX}ufn|~+<W6ycwd<O
z5pBdN;6%`K_<sQR{<nXs{a=2e``>=w@_$yH{ih?nrMI6P9$Gp1G}7c<(K#0D?Mph>
zdZRzy^dMyzOlZAvtuLh=%xH&bjC3;$3&sbM>Cq<9Ly~PkA2ZB7fhE?7)B9+%>CtAh
zsyzLw44hl;LSJ-&*vIb`Faz3l?nUqbelM2BK@rf~=-+Hq(AVUXA%eIn-zq?h86QXv
zL3ya~D7I`<9)oiLEE+s{c|{W%=YkJ0fNq=LOK>-j)@08fo^;uDB^vDO`u?dy)YO${
z8`i1xv*2d$^V#2O+Wzlf{OLC(^#>{qU;U}_tFOuq{GsyTe^h?+RpqaLS@M&g{N}e`
z>2G#EeDpf-bTr=Uovb=^>-Y5+4CfptdtP63%v>K_yEz=X;g4MMgw8vI=j@@gROBob
zJ7bHtTVlrtVn_O8Z3FREOR|;9w7SrtmuvQNCNHaZVZvgj3A3|#q!uOZU~&pZr`X_;
zVFEY#uoO*hWHZuenAYY=93M;^b#65FOqQMV|3lsNzd3N~C*Pd@>A}-KE9v-^{%+mH
zN6q&~8t#skUwHP92J^o*y9`}RX#9(5FWTHft6Mze5?fqivy%wsa}&51ey@tYE*S>^
z5dc<&V?f(CCs8vT=|SaqFq?)88EL*{NNUEQMSEILC7N8BL!Rs*Po~+GHrbO6&UEV_
z-|XczmPE}!0&Xy_cUtiUd$3vWlB#W7m5r;W0EYy6(YX$WJUZ85Zjm}lsIhW2W(KOW
za`hCrTEdXJIy*W=5N1~UJQH{ZZGt&%T#b#ZbD$|PQJn)f-05l%uQgq1O;y{{b(p^o
zy_z48YdTEN{r|J~UQuo4>AL6D+|62Zb=I0SGZ$x{(|hmUp}IO&>dK)jmtD>_IAd%~
z&KZ;?G6oC|*x-nb0ihfa8Rv{K83|C%IfG}Ozl1SmSGlXIdv^C(tG!-peJFpDK)>(#
zKkxJAh#cwNrZlcGgJ;f@I16O%e3>Ul;)6;IvqTj6Fsm1!n<HDwk}f49MS%;y1hG;;
z+eC0dmN<k$Cl`{tlDk}K-JWc5C|3fwMQ@iUts4*R&cUL;1j)=HoMPrOYyg<MfvLeM
zTtt2aVSC7i%|lKe0(ePM*Z9y*k)|8QkAQ6wjSG#J6ye@fNe~5rcWot01IZFUDQO@@
z8cLIscrk>G5fcLOAwd2G<%Y6*m$DQX(Ckj+y9nsY5P;@N;ycqNzAQOL+k|s_5GoSN
zmWHw<Av~Y_o~3-nQXZb0G&%|ys1GwUA~GTYXdq`Gw7{FfhkL}E0Rzd(>+C2HduY93
zW<Q`8ZIaHcc74VrO<spFztfb{Zpgl*&$(pCx~NM%vzT^H^S#^)=*6sxYl{x8dD>$i
z^L(GP_u2RFce!_MelObDP>oH;=yW;+PmxH72@aTBfx-qxs@2ukaX4j7$4^AB*?hY7
zXw!-IE1j4_?DddPR^+i_D(}^6*Xhi%tlWa*Cr&8(WHZP^_2{f#&7$$~o%@n*-l^&u
z4vR@|I$GU&s=l@P$f@JijrHXnZOwBNBO2x1{@$lPhtrL!$$p~u+D1@MJoinSTLXO}
z%&N%A$zjv;?hdwkw2H9(mO(kt!*6apLN6-FF0Uyc9vxhC&x3oFX4OyPUN|=(Vxyz&
z#*OQMUZ8JFOAFfipk_zW_vK6#4Q+TCbwDD9GU-qT^wQw`NeHJ9d;O!?zDN1~3AS(g
zh<CctGk4arD0CZcc&y4*9S`>mOM}^J)L7KhmZ`_)u`%=5xM_UKJUM5$yST_Vt1kyE
z+$aknkISyRqt`E}^rms06X=WXHncJUbpSjsdwMI9Z>0B%cx6d!Z{&z381@+hrV;<*
zrJ%A70`Ic!G*Zhjh>henC|i7Lk<W5J;8KSIP9pP?8?MT{Kb`J=G`~gn<r%C0r1=+X
z7;@Ds>#<EjQO9r!8_8!d!oZ++XyAO9v&|r&43jCIgI@dyI|RU3X`RIcw`hag_rAge
zeMy2@WbEC~J|bB2oTJA$XlC@8Z=v7K?f60Je)0Lh^ny<Uf<FHKQ+)ryz0tq<KjsuM
zXwe)q7$^Q?d+sYS`M=#;`sN|_hZ%KS*lk&DH|WwChFnGOS)|I<6uFk7FqA4x#XaVt
z9!p`5tx(~B>I=_9$v~iVFiaU*Mn$+6qbouvpl=D1d)GiO<0<;m2bWiipf9jtO;ID<
zTiOd1_gMjYpR0)BmUwQ#y&zuNTJBu|+Hgq}dS!s#FcwKcr<6#o0`SVl>h*!gxbidY
zm!L1XEx8rBlL$*c(|f_aQ9}i}TXeKZT~rBD7u1yQ$#Th5>rHL<BeQhebW%97JvsmD
z*n|1>N>+JYMtXj7LV8|Weo01QQCeYAT*kLw?~08{udZ$D7Tq1Wqv@7E%A}syk;sb6
zKble2#yHhmbNO~%$HNBhL?dsui9g@OUp&Uw9Tymn3CxXrb6vNos?$)`p=Wg(m|QbU
zU}uV*45^DIbK@ydByOtM2N4)bEL9SsO2bqDCx{o%89KJqUnF)H3ao`ZLs7T3w0n`t
zouhS5=A62^qvXODDGi?|)_#7t=BuQ-nBoih&DZFc9u>6SOR68<MiuPh^cG)UsF1nY
zVmDLdV~PVzNsuKW^vjfl8Dc<hv{ulUAz5NZ(3dKP<03-8kbFf!ia1EPw+9a4AXVxs
z6}zcY534u8?D3Tdt)&7BOXe)=adBi01`aC(W~#_m*5_yS`V0BCT&@*@Fr_EN#D}VX
z8NP@tzBiNSBgiTQsfK~R(Rm`oLM#du2!p`ge7--Q??Yo$fdKRyB-$@L#t3AVlEO9f
z1mPTh0Fa!EYl?`o6w$;arA_S16M8T<I*0Gf5jgY3o>DT98p{Fx9KJ2#!u+1*iP&SK
zyH1S7pPfx<*JSgoxgt+Cra42f6^An-fwUk!Kwvg7lIKmr5MF?*C;$^hrYMjrC6UXS
z0wmVDlCIcNIvv>}Lb>D~`0n&>X9iL@gdU8C&J$zx-<!qvWTMZD&~Gq}=TGAWGBKtZ
zCg+}|yq={j$jbr{bpS<r#E?ry(#eAG8>fS2A@;67Zy-ei(0y8jbt5GUq{srPGQz#c
z)P=g6Dupj1;(`$QQzZeyy*;5szB7^U$dm`N<bh<qBbjf<NXPtMVthioYpy($Ey1q&
zvc&-qZvoI3wsQ$)@R5;ukmaFfWB1cUaDxO;=o3sAc(O3<T7+G5Wbte{e0!1D#pnw%
zdjY-n^tQ#ljSqGnxgFOudho>K_+w*njidYOAH-DNT2JlYKp*;E?&Z&g`xm@pIwSZr
z>>TrbpR+gm-534xMQas!W^!s0vAu<*bavH|s)pmMRaw_qUR~RA_8hca7#PrYj>5+M
z`}dH*fb89)jmH{~pFDP=83ikES2u5VcFyZX`%(y!FX9g#k5AwtD5!iP|L*7=rEyN{
z(Q4e9MeB@m@%GJ|!gFVuYO6W*HSC7Evc{&WreoDjM=QDQr<Ide^@|T~-WcQycxTSE
z^0^nabHh*Ecb4sg%l4rs-Um+8{jmoFLjI-N8rJC(Wpkt5u>Jy!A#Xmqeo2TKYxNbU
z&z`zFeOv2Q>%3Z(RrPT8LGRVR^OxIr0-;)?e$n5HGjY+Gvyig+NTq;P12GP;H(bAd
z{p87$;NC~0qkv8<qeD&vwZ2FZ(Q|;N4x*yLP5bBA(mIW)!~tbvV458mFM;0ce_Vj+
z70`YIQ%v7<l~>v9UF^afG>_>%2BJBwvsUZ8!K&7p)k>3c%(Rj=5Lss*oitpZU*MV-
z+alac*1iMU4x9cV{3=?5X;SAHUhrR42UN)1{SNm&Gil&c0iMUMp(5(88<H;s+odJE
zp}`=$3SsQM%BvIjR3}37^++mvqHkH&!0^EEPgVLg0>5=MfPoZ2e{`Y;f!-CF_s_f(
zFTR+OCqrBTDDspLqwzFJ<HajOFU1w`SkYv#pC-t!VaQePeJ&dz8qt7&GM!xw`4_q_
zgkOLzV$D_ocvbHOC%=Sy@#OI$L+O3?D*X%xh<y>mto?df*vgN3S_t==uDdN$f7T)M
z;;RRj?}X8d&jyZ~|7LLwe=bmBm3vSBudnxF7yiri-hbVc@@h=ZyNRs#Q_5dEKz%!r
zv!2>|=wuH=I#YYiR5fB^_UZBkbGdvaMPZ^3I7)l%#l7%6xDjzyIvAh~hA2Z}${;{D
zgpm``F%u;i);73A8(yYI3eZbx4e_p^?;7Hb(l5A|f?02Cpm$}P^sjxFej}b+$gtpE
zQt&xMv6i%$ks_puW~-+^Mlbyy^j*F3Q|^t>?~2}wc&^Aza6g25SI`#=>$p`!K#pEY
zk@+Z6CrxZ-h}9hNTtmO=(tXqATk}VGLxo3LVv=$Xq~{+yeewMHb~cS&np0FwWgnrk
zS=q%|2QznVj@!30wX~$}_{nar;O6D-tE}3Kap`3rZA^M+{ozfA7zYZDr?W4WG)ODX
z+-SJ`sHtP>WVfnCsBIM+TP5aZq3I}BS9N8PbxB2UQ_(Ij&^k2?fsrY(vgJ<5q*MVq
z*PIm0tq}QWQYfWim?UXEBz>X)Q%JZNeYKEub~54AgF`27rM29lTp2HIyPsSyjip{(
zm(lc9O5Min6Z=`6g)KK2m&c0FKg>9JYk$?i!TKAe9qKZPlPz*FMP8QJ&k_e%PtlhF
z)mIcofqv<tCAxTta4)>RNOIu$i@Lp~f&fJnC>8oBLN8T}a+eAn#R6+F-wf8JOY96O
za@$M{k*T7`UZt>?NzDwAfx^>L1;#RkyS&dwm$^&D&SJ3(=w2j&;lWS16ig@z<iMQ3
z_eGMgJXzfs9*4PgVd8UEEHQ|?0~U)ATJUnaoH<>tJRaiL!YBZ6E-#qd?a$$QbGo4k
zN2YIx{20<#0zF?IDa6@HJcVLcp~zVva-g!iO@}Y2b{%{84SVo|0^u9!?Qf*De^4OU
zP%)BlPMITc6v%>z*FcLFnYzmZ*ZH#{mP$eZUEpq($e$w(0tkzGmx_Cr3VSeE*$2K&
z?y#nGS|KmzioN*~U!KI93tNT2nGG7`+cUdu8C+{R*P6+9705yb5K+Y##2m_zgc0IF
zxK|G0Hw@m+h{jN0#0JlMsKb%a=|Jpox&-ta1ox&%pxg#hrO^te%AS@ym?{sZ;Zz1G
zm>73qX-Jbo9L6>#alqK%O_LzQ&7H`zB@67?Apag;3g4D0u%qKOx&VYlpFEjAQ|L<V
zwx@C(8GH|fYiQItuxj7{1nzF^wF0RlI1mV8=y`rmC|Bx-LXMry6JuxXxdK~((2kLX
z426#>ab#Uy*wb+5Px-ueQrkYs>H54tfchkx`^Ur!uf#U}-=8!8`#0s^%e_*i|AEe=
zwWxf~$6@z`&!t<tKEC$*4v+xRDayTAzDI6D7hl}Qm!B6XR;#mTWZ?Gb*tE)EGI_AZ
zjkROKdoHut2rKWyhYzk^yEZs9G;;MSMy-vFjUn*C<#Iu1SX#mf;5T428E@aYbM^YQ
ziMfdd)BK`ialy5qbj%^x-(X$TX{M(h-?(#C*e^QOBRbYUa^c3^uCWIK^~@kLhh6sh
z`GskO?%uk6i=>|!F?#s+6Q|;dv-gSTPQZTOvUqj+k#u;l?dJ7%i)Ike3nN6pa>G0;
zp1R8&>JtuK8=TTjXnl)7U$tvt-mIKdP29PE2Tv8k^^4q#GjS0@Ek;L2RVpRs3uAwy
z=!-~)TQ_gQ-fT9Tv3&j#?u|mP&1%6&Vhko;`<lPF?Xk`Hwfx{bCYsffJcns!WbQ))
zW}G1vAq3}usy;AR@1L#r&7Snmx7*cHwf^dy@qyAbHEo)HWO}p;T|nOn{Z*~1%eind
zWWk(b((B~YfO{Y5490oA<&nnOHy=P~6|4@B_@doy_!y8+LbNFlL+HG2@{x%61aLqE
zh6L^|FJo%zGEV&=pT%o3SngU>t*+UsU?i=V1UP7pkx6stakJhD`K{p~8RCpP!Mzb=
zC9wJv7x5!%Gj5A}06F8C;8|gNg?_(J1jeI~D`WgwM4HAPz4&VX;5k2ndvV)nBO$!I
z(0<Xv2H_V;4j5yxioW;}5fCO!XZ!O`19E&3{RRA)9e)lTNx(A>h0VNZ5943Ly_ltq
zPX*Qjq{_cvm+wEg_s1x`(d(?$d;fV|{I7SUf1JwxB)#l+yYqh)lk@rk>Nh3LSr@OB
z^(w1|bY%nDV$ocoP)YAKG6rmvUQ3C>R@&#J^n0iSe(GS53iKTamGlRT`vOIfWqJdp
zm{~Ts1n6aqM2Pn(_dbul17vx6t=>zEa4$5pwMEbuK3+v|wFm=4?ClAb_Jpv^4d^8T
z=5r;7r1_mQS9H$Rt3|IsxR+opDR6S6fV<HuCEOdvj9?16bg5*uBHW8dB=;!~QDt6y
zFVn?Fj#N{tSZuzk?HskV_K#&&osLZ_ib=@GE@rfM@cCRpHLHxCQ*eaBtS_On(sQ#9
zq{eTL-yf5hl2BM$T-(^xe)_Da=@c)gr2dbe#{T;o>pt3$xGAo5XG%pv{_!04WooU6
z)6`dU>PF-FhbP-7Te!*=-oi=lLSv_@_R3sk`&@a4vWz=lE>M??b>&hcM{K6?j1;bk
z#<S6dPNu}mk_T9dAhX9$m3fMUwwx|qTHEa5mWKz9-`v+Qm~`SQrDKf69V<R}J+W4}
zA^Z53$+cVZn&UWKd8e*Y+8!2Pc$m|AKl#|L)aD1pR~DH9D^uuT2|X;4k1Y<cB|#ME
zmnjZK&^JUE5&&k1mKfqCCS+bwsHEFl-0h|ayi^dc&`pI`Q(&hEK)Dv0kc1UuP#sfZ
zVo8iFv7RH*S0cw)W?+jnblw7mJ5S}Q*)mIcud}Sz!%}#tQkZ@n`M@oq6BCn*;0l&P
zn1ulA&4MwY%bCS><?+490RZi@`<FTW%Phq*TB3@0uAD2D>?<~sGmNAQejuOc%L62L
zd-8dnLOxy`Z?OnoXm2S7(n&oi49<guUMg{vitQAsgCemPix4EMKG^a&rtZc%mg1v)
z?jI7*{Q5xiZx5cv_P!INIo)P_Xb~};&iABnof&vm@JomTIi#@RgSMF`^_TXOz>`u;
z`tAu9NPRg%S6Y`PwZoLbwd4pKg;Gzk+*>5|6o{R<LR&W9lGSZOW%De#*lSs!P#(?|
z2OtjTNFW*mvx#nuM~OaGmN<|h@~80J@$HuQE0z=iBG-^I5r8=Xm4=d`K)H~1S1P?H
z6fInoEcC$40OM{d?7KoYST|kbMQ&S)z@F4?Im|Vs@U6LWZ*Gq#O<+kE+6sI9)S)F9
zobX2=U*^pgIMTV6v`$MVMy2rGIebs90J6CsDmwAx_hOgBg*b-o3m5l>3S_=~2@JjN
ze32uMZ!Hj5O2jsr%)#n$mGX^AEsr;`6t5pT^-65rANC)A>(J?U63@IDf9jPTb^p(2
zl>hBFhyV9C(x2nrXlC!gf<tMXciJa{u8EL)&g=S~6;A*UW`<cEPP5Z(c6qIyfX?b1
zpIf}~Xhv~wT5{)E4UMZOjb6QH$?gpRJD~JM%IoukLwsnDf))xsgdf0Y)VtkIfbQ~g
z7=Q#=irN<e$xu!8MxE7dvG~ktw_52?&RS;|Z1YyI0b&8HbC$&$a}PSE?p;)>M0#VN
z*E|TjLfA9o_h@YngTbtaso12S^V>(CxUM~M%AUBS|F3&^*?A*q9&u><G%As9LF%(y
zd*ZtF#BnWb9rWvatqX&5GxsJ{lS=E{f?GB3R>JLIbn8rZgWjOUQv%Z>rL9LUZ)t7C
zV2<+_+f*u*&*z1j4Q~UG7*T9^@*pl0b`3kY_WU36jskiyjt#^MpELeL@{Q<_U_T-b
zM>NA|w$%y`du`JJ9WS)l99AC-FTgI#3C&didLzTmTF@zmfxoa2kZ51b`JHWWDo<<X
zFR2y<^O}J<-Sx+Yn-7e)@0;#{e!;y{`m4ryu6N;5nD`vHOUBCqgVbr6F<I?uixY3<
zO<m}oA!Kk8B8?VygjD2+CVGnYv(-X>A}lL7gjos`0pAmF>s@$tu9{{VTvN;tnag(i
ziT?D`Vk6XPzw%_rIknQl7Vti`t^Q=0H%g~?#n1!?=mkRKvlOLS&@Y~C^qB)139dga
z0=)r1FWxWmL5;rPKM1<dk@Jt^-qm}Hb`)yu>Zs=-8u)-y3~_@W_<N_bt=@L+M&yWN
zMfk<*jNQbC4Nv~*OXqO9h#e(*gtGRAWE*XdmMI9lz}+R&g=N#l2=`v|SSB&9`uQtA
zx4$p^=x{oaaW`r7^v#F<Zf98hgL{7-_x|Fm-LGy<{3Mz7Svu?WeR;2JOZ(SN$-m!U
zvWamfrL~_b8m|~oR}LG>hm4F~Jpz79<(Oz}DplAheJ<L7mp1694F;$KK}vt1q;I8w
z!L-3J;a*e(da)7>=p{AqtN^{F`kxiJm)aMm^gdVkiX;`G-=_>rpqFqjdR_pfQN)ds
z?T<MnkW6m%tRmbC74$m=GXS8Ma4+Fu_;{Zc9x?hrG&y3yJT!@oAvRRVw2g!Mv$u@h
zqc9;{-;`MR{<pE);u4E#oX(DJUVCR*QEC36L|RH3BPpc_X5U@$2|MEUZr;EB+r9f@
zlk;=gwY9AmF3D;dE`GHs{`C(weH)t=6JNY#Z^5SBg<JQQ?mWmol-`h8*jmi!VAn|N
zPF_86;X!NX)LDV*oJ4(ArfZSwPs+88Qgy9pzMQXQb5%^Pn%S+#Bx1J6&XKyx<eoBx
zkE8H1<u0n!RwU5pb*eJkCQ{GcPd<G!>)b6mcdSA<Ud|iMY3}<ryXlid<r}h(?O|L_
zYwXQyy;*SXe*U@9?6Z%u&rRgFDN8!Ebe@$ZbhAZ1j@ZwU1UOOj6$hE3AVU<S3!@cc
zh$1D%nE}j7W{6>p@G`_My3kJLo9RMxnaozz>o_vtIx^s>>M>QwFb!E-AyJo$7C8Jl
zM%Og8bBfwEL+e)31!}g`SkdRK==ZP{Zkp5yfG-p|D1dpa3xETm{X+N^c*x{9fu~UD
zE5Wd484ML6xG887U#Y-V$hGCRo6r?iBJfef7_Nb+VPCPp3kjMg2{7b1Gzc=}e!2{{
zZL}-eN`&TOfvK2pDCFr%1O`@*y{ym4R@f;bedeW^<TGPQt&ifGZf|1CKgsKOBeCVf
ztV?^2-ojx8y)T3#yG(&Qjcd;p`}1YNT!}wN<b{x%gE$DDJxAn%Nf;jZBDuFf>Mrg9
zy}QA*>7Dwt4qX=4SR{2)6dqKm+*Ks87l^F+B6FeGiXV&Rust|o34rA|gYV3SCM@#g
zh$B7$fjbMP2&q30k0=Xfh`fh8tqGmhRK!q7{OKrUO~~NO4Q9wup^Tm|DaD%VfyRsR
zZO+5pHdJD_6$RYQLKC0Voy;>Qbm|g1w8`Cu9GNpu?#d8aGKH1`xvQklM;QoEa1<;D
z#5!~NcGwm2g{}gj2ZeWpyeT3-jxi|;_=w0-4y6yj*EnWz=L_xm0&5;T(p<dM2CBr$
zlG`~wjuNgqzVX&K#od3{-}s-~D}T4U?#%<o-%o6L@9^o@_BQ^@de;B(X3BqiFZ(&}
zjb`@V)EW$yiGbr#z&Y!8X&}wM_zeg$!~6o3#WP{_jTr;umhhN4bYJVewdlGw?;24(
zs~c+XePeji8eX*f%nrBH<pcrZYuMp(LwX}@fdzd>MAd}a76~W-@q&CnQ26>Lil5Je
zo46n<`Vd-bU2x6=dR1m6yr~wO$!XKM&EqcJHLFr+Rq>sM0YI<cAPN}de#<?tL+Npw
z-5w{t_dO0x$Odz7{}YGgiBtH*DOtA5!<N3FsmE(TLM%UI>07oamJFSwt6ksgFx=6Z
zrspkiW6n<7rp9fLXYDf<j|or1<8=XgfxeF(jba`g3=EBpO`Tm`pm)q@@Os?XKRjnh
zi$JL;6Jpn}!cOo5I}$nnhnCUNafTVhfL@cy1bZ`#xZqxLC**Z-z$|KZ8n6fsaEiV!
z5$@%NHO)(gGvSC^0HZ6ys%j{xD<KJR5n$$TRQ{cB@Xyscr^;=Um6qvay19!pYVnwU
z2<RL2Im{YvS{4O<&6OqewK*kE9Q{iq^Udh?`EA~y(X*s+FB`neUXUzMc8SRH(Ta%k
zXg$L}pqC#9H8=#oKb%H3;BO(E?DE(lW*QCG9aA;F2})Sq6d6%*0v&B6!(qNH;F$TY
z%=@#Umn=q*X>k$a1@vMAA1&A|);?jpUno51X#XA15!b|<6@lKLqA>qN?u`n+m`Q<2
zZJ2E_Wtl+W17aT*?el-u;qct=BhWYUi6Sd6(cN6x3%uHHrwt1R-*Kd@c|F%~FQ6CW
z`5^rIO~W4aLZY?p1+snlIrwY?eIfZG(CqJaX7N9`_vdl%KYtnX>ZSu99?JhTh5BxM
z!S7<z|9SnvUv5fz^B`?Kr8()ef+iZTziw){WoP&6C^B`aObhg-C@j=o2d&>tAMnuz
z{3vRF0O%X3AT`RpLrbgB3+^T8y9Ror+iRgWx=rhYZz23#t;oL-`i%f^MEeEw67CHW
zRW?GuD<Fz>{1+>#%|1KD!uLu&rC&6BeFu7@cT1CpQB-_K%i!Z(LL4qC+8Tz3Lw6W@
ztmslVU1DX5^i^{0$*ab;JErc3#@Z`=pX^BZ-G^Up+Z$g@VVrM0cmBl5l9bfMty_~e
zZc5v@DQoNY^zFM6x9!=pVb{jbHg8+MGwpC*1*h>!yA+A|+hY?y{(O7vKIA_XZjDV}
zzd7lfjY;2bPTw9=ux~#jF{wH$=LCg*siH=7^yE<U#k*&?<L5=Q=VkL}Wb@6^xuc@#
z>h6gO?sP@>d<9=uAv9HpEfrFGh0IYdcW~r(rp!v0n5kktrfih(=8CyfMV(`%U877M
zxOc2t{J5ZX;G4|)clXi1NU7Oc)EZwUOg}M{clK^!+vB3k)A^TXvd&HAUQklGX1379
z5qUXcUzsF;`VRUEk+Bvng2C`Ypb3s6L-{#U4>+79w$k}}rT{OUrGCJEY{b<#WUH2G
z%7t^~!r3yxG>bdV=y*hJe@JbAMDLoUch3;|<;`<s#)@8hd7q1|0Kj84+(}pX>Agr%
zCTS1FD2cCFOsWKd02uL1%0m&kN(GJ*o~@W`DeN>Aby=xG4^51@9udcd&_fq{(HO|?
zLHSs64_)e@iYz63_@6a}U5f>s^Z6ahQog#f&wgasT{U25N_2VcQ#qF=sQkrJ?tJ>0
zhdZnKKFU1*N%qCP^;fg6%rkm@^Z}%$p&QPQF(@UyNSQ;s95F4xznZ}{V?m$RAENaK
zv-#$1o{7@yrS&1J&6e4vOKwx9TvFxo^hIJzq|Akwq9`;JiVP)EGriA6?e*k|Y*~D3
zmH_<hERcGMWGeN5r88iM5I9KU1Pr(GK(-imVrycTH4U(hZaXQ;pD7E#nw!}Z%<Kte
zD#EKp=(h(X988yD7PB*nXHDdq6S<~jo+Sh7Iug7UXg#webM=WGn$&K6L65Vj*PSc2
zWDC*LXDyUDN)>K^dWqa!EO8cz97Q5$iNpityaai4$YJ2SiUe--FjD0Knj%1jM6AF_
zM1V1f*Ob?7$m`POb*kYxXGqLtJ+_J-TWOc-K;7_H`R%XotN+#Zvfss4y|K6My+g;}
zKXm-9eGRW{X8)fbWd8Thi`H^4VjM(D|24H~%BaMA)u7|C&$-}r8a<KNe1I;}tDxrq
zcQsZQdbcsc0Ackb>cHS)Xjrp6tb4LrBf2N3>-yz8hNb(a@IzDhu{k(x_QDj3eke>e
zoin><&E9#dPi^yQ9e%yjZ*=)gE}zBi1>JfA7<E9J+JL?guds>22ENvv9-G#oUa+dv
zX0_g|Gh0k{v&yZz?$t<q>aL)!J8V&eO_IRkIp4x1FPgdRDxb$1g~ote6S7=eGK-(s
z1y39Z>FQWEUkU3w!}^Y8)8%C|eiSYlx<U)b0}Cxa{ea6lZgr`3E-knhT}ZHE&e*1H
z9y8GoLjlOJQ&W?ei*f$^d2sKA3l|VTtk-J^WkKL2;wKqG0k{Qy5p|Ko_C^?(DBh9t
zSC;SBa7ctSAofBiM(#0mW1IkiT~5NicwDa!Fb&q%LlQ*a6R63Kk!RNNfWC7Htzn4U
zHJlC1R{1Ac7y}WSZ-CDsGV_;2ghhv-K?e@c*9K=;{z-;+s@y))pi!PxE_6<-#nZZh
zS>tVu={AlXf+p#*UHHT$f8xHm?41sQdHq3~FKqTLS$#{c0FF$a5ic+j&<k{2g<Wzy
zgXTThJ68TVaF`IaE887Vju&kDA<tBGV3LC86PZ%c7*YYqPk0yk$Z)_b29|p{Wxf2;
z@2H^Q@Q4;oGT#XLKEriv<B5|ZJG4^xut6++`Tc*-r9Y8-qxTR|?=5&k5#RvFuiCy~
zbm)GB!{PbQ4DM}Zmm}!=)E7-;U%T65c6v+>m%&DUc@a2<!Uleqt@tQeW_;!wka-FB
zTH3=FzTepIF+FhGwcoRkKZ1nuD5HAcz(P>)cj@x|2lxIw?)|r~w!gYz_uG3?K1#^@
zQ*!b9hYEhPBjuMH4*g=?!C&vn{igVMN=t9;u=>P3XT_kNE?=a{HB`BtrZCfcZS;O8
zeZWJ9>bpX}0s3H&J{V#Qg>Xu0APkK+3cWv`dx5@dYb^suh2LkV#HR}G4FXxC+AN3{
zE80jsdRD6p{0w@dQY{g3Nj+123Hq)rsw@QPg(sGVDG$Ki)rv+U$Rk+<$RB_OQH<#i
zx*ECW^flAvyQc1Yx|&NppYAyLhY!ElzUM%0Zb3D>tfHhOC1%I=4?p<kx4+%|hu<fD
z`BnOs9SIwE>|4KM$Jg8TZ{44tR#aPdwC!wHQ$y>X-HGeg#m2>F9!@OSvnL}aCKc^(
zu{+XtY)OmRlCgVx?*3iH2?v<zDK!Q8C+W<#$~s~Fss7__H&1olKgAzy7LFYgJZ=<B
z9Tlk>#M*kPu}*5Lm71y~#xjwfCDcMSr3uwAB(r7e3WcVsPg6Ufu2IZ!_@gZDoeJK)
z+-BJqsa0>p6ui5S`bFxISjMHKhMwFrw@cb5s9a^ymATZ@W9cmurJV-0(8&>b%EaC>
ziNAaWeFLyPutWi-(9ehzHkcwmTkJ2B1<K`t3c0Vc$5Ykgs*qZkd<~1gSS8if_Zpi9
zP4x;5r+b`s`5x`^9a5KWQ`>G)+HTR>?{jz)Y~EDqm9e7saSC^qA<_bUD+fGf{T@~y
zCPaH_JzlEZM<rRx0a~P}GCviW6%qe%3EzgWVibjEq4F#=zLmze)A$aWz=?tngf4P2
zL=J|?&Jfw?BKR&$RDqtt*OYMQi#q2Du1x2*Pvl=7r}5|Nhi%7hxM~N?Op!9{{Jq?Z
z5371~4MSE4{yFC!Y@&94Q+R2A{a{wx6hw7ET{hpAEwEGjLilxnun8436VB=meMXld
zPiUp~VhXn7@Wt7rOG<j5r~GP&*6YmWX%C$pk301+@%%*UrJ1zLGwJQKnH|dPE>#|H
zp-8NyDXjEfXR*v)gaADS4nKpe;brFVGK5y>#+iI;dbc@CXwMP5@}%Buu{)V-N#eqa
zfP`URrqqW9G&G}S^`L_2P$TF|Dnh*SP&!0lP_YbG^Ja>jseDTsuw0BR7Yr^B(T3sV
zcjrp189aTq(1>*(#*n|b$DSuL<qEJz#$qYtXa_~+h!{c~u%pm1!W&tCpkKsv;1B=<
zQ-m%ol)$@7S9nXMjzWPsw@aISWihv7F|T7G?~1CJyU3Ops}$CnUMroeI#fTjzTooP
z2O54CQ}+AV^4E7(zPYFRtvxkw?ymaHR@VRgBL9_5j8*O>*=4iK{qrt#jRAT+*2iA^
zEE#}HL`B<*x@&eL!|I-nv^DiFgygD_L>Wd83%=k4%4Ol25~-HOs^$L0@I8HC(&U@7
zcv0wid8qf@)~?)KF(2w(Km%QPP#wOi3Ek2KALs+)MxV+SFnYqSz;X~^wX_7o11t|%
zA_t8Swa{%Rt?_oF$!av2Q6{T?+%@0rQ#J<|n#0=GWn=r2?rdPX+&9yRo*g7IVHcp?
zp^$qJG|0k+_GKGM=z3y0zoa>d;RvWDZS%76{1emVC2ebPhL{1o`eC<y-iaQ3r$HHM
zK?3?>!{#;vK|xSJ+@Ybtwo7eI$D2;Ko<<Py#Kbtv34mT;Em>ubU@g(&o)vi-ky<(P
zd(i^i8xebr_(vpPiy6d-I|RG|+k63!)os!N{_UzoIGk<sc0?Z-I+qP+i5=J6;a@oC
zojc{5JBhu3u^}|W#z=?=UIKm3k&ImZX(Wb`*$|Lem36L}O8Zo$Wva$9*J9Dio#s0M
z=i?>!gC{Pypk>R>Yhl;8&uy}~yo)x!%I4SFeHIsCccRKZH4MPc0kVZTgZMKd|1976
z2S>9RD35)ynKcg6m|H9LP1l5`nNch!D6XtSc9}=p=fM!SzYKaK5J;vB<5&p?3wXbx
zZwF3SjzOX#e8ii9y+Gm9MHo2ZC&$qi-n;L8YhHHd&*EO(AwgfK1sX48d>qJN8|S?2
zfqoc1BcHUVj^Bu_8omd2AdJMW8H<0^;KMI3egRQ%;o`VeWwKh$Dxdjw$Vj*st!+zI
zfnP86=x>nVyB~g_ms|v24i0Z|M2tTUe}~;||KQ%A$G!jg_10f+h<!6A{)4!*PZRS$
zIb878-i%*uJ^W8!?)k;~gKr!t-OOk$>bzYwuu$H=$m!FtdUecRBdg!S?6)!d9rS(|
z4Tgt4H?7}GAMi7Wg3RF%YdFjV`VIu?1LTYTCvh*m|2xnd1>o;RUo2{)mp{tA5p9-0
zEa6^6efBP|76ITW`bOkgD74X9V~1EP{65dUq!COO#!v>#I0O2w7DhjiAOe)k&yYBo
zgnPBMa!u<s(-p$K+Pcd<-|S9&`_pwh_r+&rWKr_+ij$KQHf`Me$G1NCAOG~(zx;E;
zpFYjpvOQ_zw)hP@;x_F}*^@xeqaLj|diLb`BNYw1W8%L3W?TIJl;p!X@%z#a>`6Ve
zFZ1B;j6GYDc5X=6wIOlW#^gPl)8e-09NJTylEBK&I#OKP%&fRn*~qVJ>1n(;*mULk
zaqfc?g2|I&)d{KQI6N3K0I;T7v`{WkviY+t;ar(?zFM(ZKd43EaPtj))1Z>m4b&WB
zTpCJ0%Kb8h^Tv+sH)3)>I>_EZIh%Y`UUcy;vwMakT%>d<Q<@*7G>?{cXgNY>naB<9
zEtmMprG6AqebMPA@-v0LXt9Jo;sF+U&<Dp6JIkfcD!HSk$6hTnarl@?H&-cC)<~3f
zGG&!uoO0oM{^`EF=AMGnz0?aM^tNl13s-5EZk6-K%6Q|H_J@US_w(CEi#w;;GJPd{
z5ksEx0WZDBNtHQhayRIgl-x^`c|cZFiHj<BQjmcruu=sUn!tjg&rA%z6XDcC?S}u^
zNavdw<a{$-V5B12g1cDSHDAhAQF-$;zKYIQ(s(lz?j)5v!Qf9;^~^WlvZ1OK^Tk*0
zB{a&Dj`cEm<F$%~O6gqwh1=Wcmp2rji?3H?U3^p`&=pIu&~MHaT4{ZL<{&yTeFb8B
zdWSaciaL*P!lhJ&D~G3xZMwbp<UKmf9=DgvhrNYDZCvx+9d*Myk6zu~bbWWzwY|r0
z95{6+;mrM{^AFQ5J<jQx&E+lR@H9ZpLW!-k$3^e=K`Snj!AWaQ>Chx!(WG}9vxT-i
zsVhg~O5<5lyDga_S2i$M=F67(v*oBjHsRi2rkoTpJjfvP65lV35SdbM4$|19&McuN
zTWl?aii;!MAwP;b;3-zvbA<YQn6ZbwY&>C!F^8wl<*5q<x)O<rDzj3hRuXa|w$db6
zUvRNxZU){9AsQ`h6h4kD(0A$P^m>^J7e#D_fh2;v^U&3cyB3N%R8;OlnM7Z!FxU54
z**s-Z!{Elkws#L4c`b(h=B~20c9*}ktNhKKWpBiAe!GSCuV3c<Y9nQpd%GgpW!KeC
zqh&VW7<bv`tX2)A#uwFH@G4mM<^H`WMN3uT8=3&bAJFn6gBRbn=!fc2MQ;AI?K*l*
z{@fD2C41*XBa6X1y3n{~dBOF>?qBx96H4fpNQ*!|Kuh!smpB3Jpew+X$*O(enm+BH
zDi6;$0Oz73ZUYlk?-XX1-FceaMW%y!trGz~Kde8$Y>Remoen9F_$TPFl@eXl(2BxF
zV2bUVY4R8`?+kO9NdgrTZlT2~ZL^T$>@Eu=TmTj9yVtK@!w}>vo$X?&`0?X0*dE|*
z0B$|)!}=ak?j^vmcGs|9gnFNHFKiD{s{>wyK*;a(*^Mr}%04%1nOrcBn@rdJ#?EEa
z`6qU83*V>Zc@{`v6dI;N_-Bs<=Z-|Q-(&FlVjl_p;>yNz0N^EcBh0|j<Ol!E5s2jI
z?hjc;mh3~zR{pY;yJV3Dt+(8EwaMmGnOxIG_pHgIwt8$XxKv<OA*yV&3omNSh(7HX
zPoZ6d;mP}DR5_u~FLVZGYr}ID<SAiR#au;T_K0thOUBIE)qnO?difQAfB2|GR|+Cd
zR~&0RuO3Gbaitdz$5TMxh~A6W7p9D8MDS01`+hF>uDtIq+t0?`=Uxr6`_ZWuFmHrI
z-q4c8x1_X(#!SKchTv^o=$eKcX<pX^?`vI3gWha>=+k#E;keJ%MYvZd^5{k|c6sgH
z!i)s71XdTKe-Hp}K#{+&WV2`?Yd2W>L3~+MLypSGI0xK|BV5d|z;E|oj=uQQgu-3@
zRqpK{-23ym_tkH<{BFaJKknH7-k!tn?@M_<F8%!jS#R&l{OyjESGFeo=hl=r<0)I1
zXHr}H8Iq}*VSUw*sdCs_F>Eg%cCZH>jD82T*G^H`slE8x^|FS7?2!;>B+Lf-Liimd
z8B?qEV|)(Z>wH+1f7b#q*@o%&soo3Ombea9xwmhbf$Cj;o_n7%@EY!g{JU25T`~QV
zJCuhRD3X60rc1)n>0{&+QM57;FNQUs{7k~VW;Wqob?Y@_$6ce~zP72eZ+k-aXWwp%
zJ9s!dJ+m+^t>DnXwC!7Wefa*zzxW?t{>v|tKmRO$drZcb9Vy#(rR|I>Je*!lVV|fv
zdb;6cSt)DV`mJAn^5wqR{mBPX4)04!+Lw}XFe~FgR$^@Op{<7xZ8;pj>2TbJgnjD|
z?OuOq=eG$vHz)6j$&5cxoSM!lpfu7e&sH4c)}8G=e&zNl!FY>gwpBjgf}T6YVv|f&
zFPW<m&s0lhYUOkFy~?J+`4b}xr>-qD_D!&^3>USE^G@;-D$ahB#(rma?(5q#K0H9%
z%{Z6S+|TAdu8}QN%eC}wRqCnxDJLJ6c4*2(j&hN^T<j^AM9~+92iSc<xnNx{iXADA
z*vk?)D4hmMr;f!pR)|ftGE<FISI(c~a3{*RV`W_rIURRt7e;bVNYd&$ldCUfHgM?|
z2Fk8nqg@!JT^uRvx>wfykkRp=_|o0%GdFY2-=pwmIdXl~fTMiCNtKvOM97_X(0g2v
z8B4{sVxgr(U?~M~ifv4(0|6I^L@Sp&%VGAA*f{8+<LgU07D}$n)4DZGzLvq)&>-zz
zp2}}~oZt4S=*nX{Z@NsP1nAZ%=Bwm$NBUI9uWB()@zR*9<+hQ{e~@xqvbprs#^UC~
z_5AG9y;-Le2Wz|6=O6#J;6y@$B<JFN%<n4@=yUjne4)8i?xgj4s0w$X*phx_A+u9W
zQ#jd!pmbYG+tgPK@rDWot;gK-V7cyAuvDVk-E?&wOYk*=_a%+{Ii>SUTGs}Sa7(3R
zYqe}gtvt5A4_DaVd?&tjG~wJtQrk@06;;}m`J}elgXgB=TF2whP9<Mi%;KB!rOte*
zD^p<25LmM%WS~Z_3_$D4A>2zUi%7d9gEu4E>?ZN2iv4L~UxwIC#&C$Od16bU+)n)b
z1KuLJtx#q`u1l%HnlIKBNe!G~H>1y%-aegtaXhbkfg&-`WhRCUE*c|6s4wN~DFOrZ
zbEen^A)RRHLK_pG8M&vj*IU`|<tUs~k+FoQDdsL9OphtjVd(^Ij7<JQr9@Y!FgEp@
zEBMN^#=$Lx7v9-h@!EFU`}-<CI#Bce-io((vftcJ|Mj<p|MQd7U;HU;m3xsk51_rT
zbz^Rq%b_t@O$%oGgu(ryx*N@<|FhpgxB{*zR}q@+nGfMh5SBjxGtNXl@Y<VW8{cc)
zv&;P1C0s$GT$0Z(U)3&6nuB@=vC;xXqC(s%_u?Cwj9rMJuT68;HBsjur(ot6pcfrd
z*zixXy)!30rqPuo3a1$~<+D5p8hA@a=vrM^(hV*g_fJ>)$4TB-v<nQU82y0U1Fz~5
zu{e^3dYjW_1NuUXgAWs@PPZ+>R9-CO1AP}4=T-AcHJle#GoTm9^h2)QwG{C~+bcXD
zarQ>hF{<|h^1+r-n1O&v(AV!!I~Qjy<1@xPYD1sL2$M$J3is+IZrz~UG>TpD7;k&E
zGM}my*4f}p8R>UZM<%1KqAzG4jc=>T56XJ*XJDoVsEn5}tT`FdwEDC{yK%~BwrGsj
zS%c%D&imNlGvFP7M;k@#*-(1PLCA}^`*bgiAYOnmUL~7x#<9?YRN(*~V!k#iKBMOj
z&(N!pdCU_(qoZo=>lvj!;BM3#gE#9%=zV(qsOnB4&Y%fLo9Up{N3Q=oCqKQ(55w>e
zb1z;Z)SthHpQW#U@7-b-u&e-mn+Wn4ITr}Rnqv2dF`8H7#Bt@)E&Wp8B7Qf6R~NmH
z)w4Er_maL9&YvIRUO+E^cG~2@AB1b_0Bj8X3qc&l!peI~v!Wp*ycd@~(EA=mmUZwe
z|MH{bAA`jB%YeTaI4;KDhrj&Z@Q8ma?oG?g{<HN{M`rw2=9vBFn~i_iu=SmoJ@4*}
zdvp7~w_@WzJdp8mLhc6#bKlsL`5&7Oqtor}1jZ(MYu1IUY}st(fUai5T7A_~IpQcA
zvP1QyDlDaP3#G>f;g>b&=Zpl)u7*);2){#N)?duM&ndvG=!-OassfBkOu6vru86%a
z;oeol!&CJAuJ*g4`mXwZu>qwQ(94vDNhYlX=o=Y87CFTf20$+hCH1i+PL|lr5o(Ue
z)Mu_5I_?+*_cX^l`(h90e7SLZ{K15rwDh9Xl;VVg`MYBizWi+6fByTo|NhJ5KYg6P
zWour{&YYe5GI#ASI+R>pL_Jwid$!?tWhs5@SL?rc|Ks?W-5K#oY5NYP?m3jP_i)DU
z!)ZGXrfiK**%F_;>A>L)aR=A!+xOM(onP$S{(0=SuXe|5h}#pBoNy>VBa2Z`dW2Td
zTG7;9*V@;3>G}!oy;H)mQ<BM((#hk}$wui!gKY9>&s1aYR8!w%Q{O~W?^vzq7VUy8
z_xP36+OzxUjT<sppByN7D<<RPgVY0M7fa5K)QG1W`*n4_Xp~cBv^+>Z{gB$JEeFGh
z-4zl~q=3FKJizYjWurj6Vh^@)4$kMGi>*^f=~!g(v=u^ajYNAyvREsgs})Th5sn`b
zjMnn*mS4F_ZI$IUb|hD{rq^C%Ug#-rAEKO*7q`eM=LQ&;u5-HX(L3(tp1q!Z_GVGX
zV}@wHqR(93XQN6Cn3qSDnjtfmh|R@9(uP*T2YQ+4VhdYlFYj?yDx8%)jtZHzTx{Y9
z^o;IBO2-_vbB--oEEj7kB$_heJiTj*a%GIt@rcp=xJou#-#>qBM1B0Kx@lN-^4h|=
zdxo}AQ`<x1@!^@0w*G@PZ5s>gHx$$zs63xkcjZuZ+b+hbuQRJQ<kck{;pUvXQP?$E
zB+wR!j74HdyOvU!jUu;UJEKFD*R8G?@l{_7luGpbPuzMlt>vSFOQjM`^P}bC53rh`
z1KECBeCeb7bMIxhyq$6K-OT2X3(kF3eDSm53!kG(E`C9|@(q)}o+JIXyk}!&-<H~;
ztw%<-kh;39{`#&H_u-w$f<0L7ELOPlq>fyP1KKYJYUIhhK;K-TFL5&XBF+bd=#qXn
z3|s^B67CgwGte|AwB(A+#d0gP&&eF}Q2QJ?d_)s3l*o-#g}Fp#p!OKch8<Ly{!q)^
z_~u*r+&L!lH+oELxrrgx(}Y?WMW}o&Q)FU`EgZ2G#THr1#P+HlcXhA33eg;L3tgy%
zL7H?digoB}tdbkp{CQ}+RicGDnf6$pp^7(?ezbR6;kgg@SG>1}{cZZOZMmm0Qt<1f
z`j7XQzrLmTU;mW+Pahmy%e_!yZ)$u~Mu*a5pD>a<BKR48jJo?n-(S)1tSBe{&~<+3
ze9_zzzEY=*Ub6${Sj?~>bE(#HFTU=hlxWx9agSH}9~VNZB{RP;{s7DOQ<a{%Gh|d*
zlqDQSMDc%TJ=b^<La1+o8JMJl28rqjV4gn`S#3Y#(a7D_xwS+Q^<hT3?AP#TB&Y#c
z9;t|-m*fL{kGi<_uD*90Tm*Xq5wYP0h&X$r#E5O14NJ#_d!s}LLc>ep3wlg$gW5Vd
zuOHUwL|#+Jvh_0IUYp2o9Q2q+y-q!>o$x34>{H052w*~l>Uc<158*ew*hDyA*Gvu*
zRsi@s@jqZ(+I%g15wP7NQY<uA9#U2Z=MevU+O8fl>&8vGsRixA=%VGJ#x-wtLH$D?
z6P_5T7p8{D(*~!Lf7m8J0))*ZOao4Aty!zHXbo1K*)V2Tc6nxw1(j=(d#7mr>006~
z!SXr|QvL!0B!-rV7aDI0w0HdY@_WOpN(6j(NMIxX@l%Oke1<P_ueQ@|nZ(=bL^I+K
zB`UmlKY!J8B6}A}w1BahwCn|3{-D;qG-+D~`VOnH!r~iUR9e5wy>8uz%eoM?^uw<U
z;)Nj}G>he%l|KlPV^#cW<M$M)WjMS=;SUHd1rig_|3Xlt{3~!TSQp33(Zgq);t|&#
zGXKzDkC&YP5AOYWdhf5lTKC$wo8FJz^KQ)E->l#I+YLM3-<$YZV&0djC7&b~zrH*3
z)$M7o?#O)mFl!s<V%nKuhGeFC$XGpMts1eH57}A$R%(yARAwrbnJGPXM!$zM9H_V!
zuDG^Teszg6yo^~|KS}Rhs|mkc`z0bUl6#{bT{s+IU;y;4a_>{CLsaiwu{uPr@I3(h
z%<KCc_hS4mi*Rp<DaJSklE+0VGKGOauPn@#`q&Z&TNLHq#nutsm0LRA?S;n6vaNBc
zfBI^}zI}1IscH1AOm;>p{a{@7<_)|5_(tsSejWeL+v#6_P1&=zWPg0>)|j-IU9^<+
zMh3g{RLhC-%Gj^hee?bYX?yn<C#Pk{9ZcD=JO10P@!xDo+7Oeraaa1LJsF$!W^Ue}
zxj8O<b6oP~xI-KF#ckNTXTzS|oA&PB8n-9*(7t`C2M-sfW|!qsj+Iti;56}S&-ON6
zxptg)=Y;6N3F+u@`PgyASd)CTUUIiaaJ{^9fN@b;e7Y;M{%ky}A-1SuOE&B4q>>N!
zW`C8;NUmvTw%=$}C{GR>8v1k`fhza>XwKQk46d$1?5L1{dsoo6T;eH{fOS_2+aTUb
zskcgwQ)ijb%;D=Rgt|(hx=NrtB32$(EVK-%FI>}Hx}m;weg4Am)G7JB>UKqL{e`R}
z=UC??oVK2#lf0~kj<mXtyp!T`?wv~EBTD<7!nWJRR~}M%(;T_Btk=Yp8)*`KiBMN0
zKw(2q5gDmsK(Co8F|(x>w#3X4o7f@)3mDeD$l%U1xJqXCT$xZ++oNq90Lq$=4H+By
zH1)mn^}VXb!G%-TwP$YY&)wCZy`wpOL)mg;?%bXEGq+}s4?ZgAk7PG@9jZPPSKf@%
z?2}zNC%O(*wZ>2y)@5=w=2pg4oX<GjSJFK}Cva$`$SuWU(66CXYAP1%bGY-xB3<3B
zQ0;Yp9#^@kLiR6MuRqjK$e(K&Uq1bKncb_4IU@fkul2pmlW(OqzLr?`dQ$zn8OPqw
zI`M8s)7xncZ>2Q6k$m*^<YRwGI`O+i)X6`joPHzy%-h))KP>9}f*}C|A3Qga&C``)
zEoRV9>GKvVJVia80>muH(eFmk7oG>?Gh|A<8ARRnrDMu4QF>8<bTOLO9GQ@d#YTF+
zgFWnF4Z==rOl_Y^xja!QR?~Y;@H=q^trbI%*5~&$4()CjDCnH#^cX67O%)0gN2+Iu
zbxfg_Ez(!WELCz_mE2w_wUvp?<su6<DrHuV#K;uEZNA79sw-sr+FsMq0c)MY!0w)9
zbWD_Y&(w-kO>%W**W=V$$&P~7uM%rFq#aEv@5((Y%Q_-D%<hQEJN4Ot^53q@`sWXy
zac`7S@m1BM3PJ^fcNbr0QF#^@{p{}=+!pncuc05hs5_z+-_Zv2cI0Jw&@u&#c~QFq
z`nn8vJ*(Vnh|Ic$W;<QuQJzQ6!wT~_3?A!u`ghO;7MNoAAD4jchy)7RQ`?N#TS%Q`
zwcU98#npD8Z*(O(%Aa^L;H8MbyVATCC0<<ma?pD5(kS#sA{+?v!V>UQCXJeV3G_y9
z6@6%+FCjXFz&TZRT`!p_Z0-c~Mz~k%x83(S7BSwJv~gjcSHQXCH!gc-Fqb)O5(Va)
z{WI0X_e-?jCJc;-pznnzSmws7w_^QmT3V<_A_OAQ0uvP91lv7(+NI(;7o?_zYjdip
zi3P)ij?AS+t0TCMwBZq4C-&WlsEgQPi_LDa+D#_AUTf1}4)T<FYSKJ8Ynf5&Z`fvA
ziMf~fQce(Gilzwx6qqjOF|PVjex^D~ULP{WEZP?NqYNi_*YMFIS;2q7bPV$DyuiK4
zJ+>Ri@q*w5f+W8BCcgLq`2X`9qG@9v$;TCuZs_j|1U$j8!@p$mgf$M|tjW5dA9w4q
z4)V<B;L?rQEQ@-Z6K^qa_qrzP=MUrW1ITlAy#~M9*oG2|-&PbZLP49w-wk;F|0?n<
z?hrT)g&9xdp3VpK{R{8*Z^gaMt>>Pr`o`lq`Gspm;J;_R_th`Hd~N-P4|nbc`u_Us
z4X=K^>AhVCKTXK`BDwIhq~Z?`6~4JI_totgzuA@lL0Z*Tc3Z~z>om~}t4Gc0Gn5Tj
z*aK*;F;nGc3YIl{Y>Yk^XUJD^HB@<Rsp8sl*~l{cFW_D<@C)es%>7I6TS5VSS8(?!
z(_%Kkb46hIhl@s-d8H!I8zPasa&)vI_9_(RUNVVH97X~y3fzkk3@j-rc9eU?;9e6)
zsIHSOp1rDXzp3fCI#Y9&w_#Vpho646D|T0QQZhR)w<<S_l@Oo5ZF9m$AMAVm4|`tw
z{ozkOVeF4%96Fr5X-ne9Eky?tj#BBObLY?0)NcFqvrk`pJvlbE_;6D0zPQxwu?N4|
z5dY=+<n>!JHtfjwc1Pxhn5>PvayIYD-MT+#dtAo0xRkB?4sG7Of8);G8)9NN#_ZU%
zYsc2OnAoH}ad`=8tjyy2l8Q5|#?HzXQSHUv`p)47-n9n7^&{QG<?RaEIYIu3%Q=nb
z^PA3R)Hd&@R_@4SY|Ex^NG<s+KKI*nR%-2K=B2BRJ<}%!HT8<cGT~gw<?-Un(`>%J
zQsStTxGSaZ3Mr9%3HOTKoJawBE2Q2^nYX&fSF7+H>Gd2@IFIz$>g47lQf-ZJ?x;+8
z{+f~dz%ChgE2iDO(+<U?Su(1*(07l1sw4NvS?Z}S>gn#>#>>f-XZKQ%AFjN>>9}4m
zn<y7NVs?+xy2t4JDVAh`)1!-^uc26=F6dq?;%lM((j+E^)XYLjOiZzXDb&Hq0F9T?
zJ<sH-SX?ECr>qpIYUK-!{n`^FhSS&0tvAgrH;gSe^sP5_XKrcF-9f3(+)|ysK7C?%
ztf~KgL(i=$;Si%;lHbyqQhz43;Y?v`C-btTg4@fuBu=e6vxi={t*~N8QPqCVsg&bl
zO7~-y!pQ8i(-lym^+h5rPK!m_0^R~us;|50uN-ouUKstnr2YT;CjZ}dl@)NO&Q30$
znOH9C({8U8f^y$UZ+a`G{<Xu^uO-$1ci%~Ccr&TywS>ywAFTLoeATZH)V#94=HGT#
z{p+sEU+%8{kNrn}op22F`(a_n`tqKAr|zeB&X?eTbjZ&b3Ltl-q}N+W(ASG_-CP)b
z!MzesCJ>ht(AS@Vyk9as4YQRoVgrLStR-?w*|588*i|Yw=5(u)+a9O2Pf%pq@?m@J
z4fl~7?usEx5pQ;1)8M|N;ND3NF6z;j%XMtAh9yME^CDZQt(2Oofxc2pg~-V2)-t&o
zoYK1%iZ9O;UY;!On5N^skm-)}8tZxu6+%_<`Fr^-H>nrzm3Ka_7tNGizMojm-JaLH
zG5zSC;xm-yf$H|V<ri-jAL}_tyYNjy)$iA5{>z64qR0NLEouC@zs_Rf578{n$9E;M
zG|a8^!J#3J_k9nF>qt~fH?&AU3pl+<Tn(VyUN6$Y5P1gNLIEbQ{OT|~a81_v#!Im-
zkKtm(EK2m=3eQ}N+dQ^H6l?SOEtg1MljcNVq7+koq4AQ8FG63K7sm0;G<bD=faI6Y
zs{%_rEvUOh;EmSL0GKHB!om9;o%gA;7s&M7+zLDpFvjPx`;jbRpCl8Cb?wX6t|t!u
z6NhlgF%)pk`aNi`!$N-`2#GHg@`u9yAiB470mnnXPVApQ7gRNcFd#TGD{V=00<XXm
zEOQ&r65p>03>>lkE*=djD=|Zj#OfkpZ0?v>+3HkYG0eypX0OkxM&~t?R@1c0GK)wJ
zn^|qM7_3$kA_8D#FxvG7yGG}jS3BmE_NgiB*r?^+1M{6R%Y!*xuXVZsMilaXtx4|n
z&K!&QQhpBcMqd2LvOXD^L7LQXp!DKV(u?m7ZipinKrbY8q-{ixTwc7|k2>f3xYw#5
zizIUV4Y~K(>lxkIh_X!*mGSZL`dn6r&SrTKF!7^(Z6S-$sg@fSZmaY<*z#dr_-iS*
zFZrABl8Zpm5RkF<gm^UAhHq*Df1&F8x8mLxnf7ug?|&ig{ne+RzP4`NC%bolynFBO
z*KPdmx=ruxjQen3(mT5o-`}74WjgJP4AwgbOMbs6|JB(1KOQdIR(2)n^l<j&hb4kp
zmO@`PU}X>3Sba8pt<x3gbaTP4SUwT}`j*4(FtYTMxHl^HLLXkM`bM{30APZ|#K9Xe
z@e<H|o@_CgjLarmEi$fa&5uvd57VDQZ-jmc?xLdH%aDawvJhJuVv9p8QY+{S`d#5(
zX+-ahaBrDVT`ym}aKm`zrslljA+zZsLK@!v=(BBGwx%CERF<DxlbcODus3Jpw}~Hr
zxc~LncKqs<xOd)R#l@8+CZ%lLe0amglK6wi==7e8ZD*^izkch@*MIRpc76GI=B}OD
zsMy%7?K`rzY|q)eEqlY(%x^ZOf3+d~%Z(XdZ_fU9d+wH9dE58q#_Y@3u{UM=?u4y7
z4{VLuyCrtVhM09<ZvFbJm`z&_#_r8LkX)LSSDs00D5yM5X>6mP>SCVZ(OS9+nl7YQ
zpFBXXImoQZsc+7yI}uMUkIAKO%_!cGQt)*`-sVhJV#S$~R(Un=euHefMlw?_oMCm(
zuz2&Z=~hV{fZhoA64kd{f*v=N3#a8$51_ZE2gDnw?+-K$1)8sgPF)K$kGPNbn;H<g
z*01J2au3We-_Sj|YkYFgxP0FjdSDDF9?jQY66V*n<Q!?uK5{0j?py-<#D;WMOko}U
zVqcSDqN#7Tp-)*YpDUBhvBXM}O3`QHC`=`Sg@W$+5}}qRF)(Fjwj2%zaIb+O(9pUU
zXk99Lmy*@3DuZ`av{)-!Z0J=t^)EIJEF2$PXdY3w+|Zu8t-o+rfAOB~{GG+t8?z^e
zA0O?#Q!Bk%Dd?xSi*lMTCe@uhSlJL?QJ+}TRMdLuMBlZ`cgEUoJvt^IDLmDdSamF+
z{OCbWLmc~9VnbJH*8{df&+N4_5d9}Jl!!3}MpG<Q7Yi3@QeDNMjVe~h9l!d1R?C0;
zEaR84%!2NTb5qM_Czd(Ai<`^4-bp|DZpP7f(xL9w{xPNYz08L9GV0$-u72Zi#T$n!
z-$<(cV`}3YDaRlbzk1-vuMQk}HNO6LhmXCHcKY4ii(k+MI~qn3&X4B__0&EWW5~xC
z43zeIA^8?U@`cM+>d7Y1>&X;(5bz7`&6ET(rNJy&I2$wI<e@?Z@(I1{A$QevFKfV>
z*)f%LVKlvcyhu1-Ibv(N7dSPxeBwc{a?n)5pGiG?JN3-1qOJ*sP{|U_GleR8_bfu^
zsGT#=)yptTMX2TAxC0#CHeGmbqTuX!*69a_k6uk^9L{LDQ+)X`77;4M^XzV1dMBYq
z5?{{GY*bLrT(9aJWt_WyfPQgnR@080V@d4G)t7I>v2%>~h}AN9h<f&m{mfTBP59^c
z_C~pPHGiy6{R9mB7b+?*`4$88Lcjsg_N!NN&jvNiiUnf*#e=TBA;1{d!N*(aSTcA>
zV~&j^XoZdLAkxp~%pNFF_$tH-tWiI1pFZuK<PiOk*cDodzjvJCnW}diAFL3|cjmDY
zD=bDl5bm8QT@icXj#zAh5bB+4^%(CF=yk57<Gz%6AnmT!Gr)N1O`g9RuoiF&Rq&b4
z8&P{B4hJjL)E9L^f_V<T*YenJ8VQ+25$NTStX<devgc9AXAF=CHIki+-ZR8l8J#}8
z14&jGHDdI;7Q?QICC81hk&hv6fhksSwv2@RVtxd=0txzFSV3Q6{XGRq7Re7dlz>M9
zreEl^uJLO7<0ICICfjtYOV!~~OWpcwF4LIHx@fl>%yyl|wm55@p0GT6Y`ZgNyD@6J
z{=j<mo^|-Hb@;w@WJ=d<nJh!&AyJ!&%)XM`>s4Oxtm^YWWvw5t26z<$ILTxnp=8m)
z4bcGJ=U?r$Z_UaLBTisw<3EOz*WUd3?H}S^vk3<^e=DEEcc0`_?H9h^l|&1h-@6cW
z-9>yEekqo%SG-1%W^QC`dU8Z*2VvqD^RK1cuKn%)@!OD&;hI471p4XVs{#7{g{tr0
z1NWL8UO;bD=>__(((j9G{PJ`DEB(E%eDd+@>%RVc-`+3w$Gx#(^B>l4dM|e0dpqNQ
zziIcIF$wE385;|#K1pG`zOUeyo74VtN8ShNb(@%%<C=Oi+wRjO3+02B%3){4u!}R`
zVD~%O11`>>r)<bqHXPuf$Bp=Vmwvp@0f_tKuS~eNf0>C1Tz$(-R0Mq)iZBW&OYaFq
ziqLQL%oP!M^~dNnzjI}B6U^|9pl=W}4j8f^OB&)xz`a4XD8v$lS)wIU;9kiR8+xxa
z%#osp%gzy*%7lwYd(`cBY@N5Xr$o0(YEG})9{1s&zSz2HbLxQu<@vd_xml%qc4n^o
zI_cvN<KK8a_Wxt=y}#PZ({;~3VCJ`(x$Dfjv*xaQPv~&Es!nw!=WH+r449m=BqSjr
zGAN*&Ge{!moHIxuvaty^*yNmZ&e><)jcm6obamC~>N=;_8rHk0?X9h?XxC>y-{*ba
z&pt)ny2bPH5#sPfYa9I2r*sTDp2gH<W~2ys#((_m)BpRw+1$L2eQFV4XA|ORAK~N}
z>EIA%Z4>guGU%~6>5(bP*fhxGN$3;naBKSrJLhl*mk<YMl7o}Ky(8Aa5##9WY3pQb
zW@BY)Yh&qZZ|~#ehI8``^zx6ygt7vd(h#90T%H&vk0%P0K2dy!AhKHoJxrk?tKxAS
zp<8&AEiudz7i@_OvkzwbvSWi)MeLkbacPgJykA^7BCVO0X_r96lWKP)+K;&xi1)H;
zAf{|zsymSDj{thr%_s3~Cn+yZ(>qTyI*-zyZznY^X1`c%m^|-VxrE;3^X`Sio~47K
z&6Bo~IaNVLm@E#@QQ)~Tp~`eDKh6XbX-Q<$QmW(hgQ?HwQahI8+7{&c8E(}WyJ|vE
zzbL3*W>(KdRn9T07MRtGtePb@RP_?9q{A{gw_*;iO~lpna_v$K(k-<b*Srk!wWbkr
zBnG6_ucg&J3hir6<6uJTP-5FqT+?es?Q=n?o|#uc%Pgd%=LN+kdvQgMRE8sk?#bqn
zqSd0J(y}*$`l;E{*MsqOP2|M10EIdtE+sN9l@y&yiYuiSbTO)?7`2N`?GhBDc7a+s
zL#>#mSI;tP=9o2ep#=jjin^Pm_<t}B`oxn@s~E`|1@1lL>L#q%Ial%0n*oYjB;^gF
z4C;0uY|F3Wgjccr>;B@K0m|D!akl~!uJ~)d#Hzl)s=makzrx3ULrl09m~t;N*MeW`
z9@jxCoB++1+j_`rg9#D9y?gJtw`LFW&4MqvH>e8o%8r6-PC~S2p)l#V{yb8D4l~y{
zt;d44J%00MMERtvs@X}YC*}6B>K39q_7eNfK$nhtb;z!riYV+0&wm|R&=*xQ#3+T}
zi{Yrk!N}~_Vd<~J(q4wA_foS5qH>04S%Z;jeZdJYNt(_8^$WDD(ScEF&n)p()CVPZ
z(DVBl1^r<u&oR;}>#$_2;CLTSeyCc<&*@~OG<(ugY={b{U{!!1UtQ9h+dPx4pHSv?
z;Mo}_o{Zn#_57zBt_JRfF%#{x2OUdi&lca-Oe1>ij~g4{R=`vs<eKTXx|z57*|&{z
zZ=2`;R88}5o8}O3g`4VT{!|UK7cKJ_9gF9X=-a<`*1vlC2Cmwc&$^b*+ZHaG=H3E$
z!(HlUkyE`~ecK1eEFbjGZ}m;D4$p7QZJo^So)4}b_bwudOrQcmSj5QO#QbRC=5Wjr
z_(kVp!KVtpj|ZvyLz3O4&Yi7Q@IrjN291O@!F-3A=#vo^#Mpj_fB<X;NppXuWN&@+
z+qCdw?DW?kdFd1QwyF2M*bD7q--q6Jj|h~t)ONH~2>}jB7V%ce+pVgLt(McBz9X2d
z0Z|K=*}34q1*s7l?V<Y~E)y2FkR0K&lb!S9g|nTWllh`!n2!e9@3aaE;1(_!;N3&q
zzYy#OVk}|+PB&P8;Q|41|4s-I1$dYV@xPFvaWt-irn$q}!h`u*aOdtUcdV^+&aQL}
zFF)&De%7`6;>Bub`)XJF3Q{jto_8-d4$tPTBev@ACim{omhY{P{p9!aJ;J?Tz6a<9
z4HGgMU<k!!aM@pWS%XjyM_ziff07gUFFdy&;@-{W0l1?1vCr}65dL3y0zc<e@0kB!
z?et*se7Ey_1LhP%esA9Ha@E*m*YlC-s?q(QPN#pnBj5Y{_W^prQUj|zf2HdCUx9l+
zR(fF@3=akd{&C9v{;j_z_x|C*!z&h+Pf!>O4DN=l<2ROecbvU$IC_6#YX60`=aT@2
zZKU`Sk$v5V{HbHm@9hIWb&0%=6<IN}(eaJcvJp|!s^a;svg1J3zAtXw6Se^NLhbRI
z_Bf6EoW?_L(<!vJ8Hxi~`|Sd7{Z7FFAC5<Q;yyb5J4e2Q-o^`<KMRG>FM_`Bpw}SV
zehYo|=Y|8`VXy&!>(1D9r<VouxjwFAw)U8#y_~a9dznUC4PzJHNxs0nm(Y98hbauT
zu&fW3#br^&Oq_nc{LNnZ%cZ#D7P2tT(G&N?($>Y!fe3IL9wrS5iga-zn40+AyNkYY
z-RJ66|3{BFzP=nkKYv?WC<YE2%VL%#C8!xu4?g?k5C84|H2dlc595buv&a5c7QwdG
zA=Xa=Oic+!#zZ6I0OLo2j~<7Znuk5H470Qfv9t=bv?M%vg0pynduoZdvnDt@65QMg
z9^N<)G};~Q?S^u50o#KQIE7t(@jd~e*oY`1lSgFnFjTr*NZ3<9tV>WZB|3(kkPs{q
zdy{F_IHEZU_Y@y&9~9+E7Wwg$A`&XtIW7F6ZfVt!x?x_^ysoU@kZQMqdoR&<S5&hj
ztcEtXEhzB)N@{oHb-U5}eRb18T+2aX>waSEPFnkJ-pj+nSNr*$>y>YII+ot{uDxxa
z-ftLOs(v}9>mBc!TG78AmSq+M@Z_Em9G@r&S(8JOrW*N#nP4d4aV4?3zMSr*f;Zb)
zuQuaa7kChTR@}#}923^gi0c+abql=eS$6pZ13J`-hM7gfys|M_^|ZQvA-QEWqkS{C
zb34Clx3GIVuVW>xWl~eq%g=43C0B&U6-C4s($gw9+10$<YF1`xL_!uRIsq?<!HVVn
zG9{WXa)=<?goL_Ks92GRo|>9iU*9k}*)ltu^ZbRVu!tyA5TpuzZh^9_N?1_I$gLyi
zw1(&Q!0LZgIW&CDK}D61)5^wJ)l<yMiO9l!|KxTjQN_KW_<yz~U&kxBwd1+Kz5Pe5
zsv$FK@|V7x>v-`kfL?#e4FFw&<T_sT4TgIK!@Wh2+zE`n9jFE)#8raoihs;ig8C`}
zwl!Dqny;|xYlMUck-4@a9WK3(3J%-WBgykKR>J{JyF-B?5w*MF)jKflA_S@3kSbtc
za6Z70ixYDFIkf?x_kz_7SFihA{R+8k)H|-_c1Y5_@DyCy3!Z*1rfWOl&0*r318M70
zP)?_RY74daHM??<S=vW0?4jj$N2EO?Y3lLvDnD^KR$LD5+#sb6Do|ES5LNmM%KZfu
zp7dN(|7a6`r3*a^FRzS9Yzm9lqXmW5A(|VmQ8!&^wn1R!EnufLM<vv`MaEg;gx3BN
z94Av#+FSBssiJEorFtMpl=s++{!cfY{?|1}1NXvM;rhNgK;NIjy$0xoc;2>!w>_(G
zhc@3%?Yv#wf4h44?|-U;w<`x13wxl}z8%~8Q%!8Yo!)&rzk3dYDwa0)=ht@@H}{~&
zeDmn-+Tq*fgMXjhL(Vq7{T7adD6^5(gZ81hs`l5p)lKD%9euN~rhWlKa*;f=X~cmH
zJ>xCoi+#iTxuLYZ@o1RRd$E*)I2J}&2gCC1xt7h<>8-7`osAi2)q#K}Xjg~-xdXz%
z3O*p*yF7u#<g+Omr1&08=j<;u?`=;1f`IWCPla^neOvDZ;rG%Mx(-PE=kC70IdQZI
z4u?F58UyG>Uerqd$x_+Da_jcmlp#UaU@Hamg}?=n%f?psK_}nX0XOo_@zEy8!siDw
z7rO%&TkYp7701&lN2AiCAqHGBz`F-lXLwH#F&r!qK)*2d0<>9h|AL}!P=IGOhzL9#
z1D$}7NCt-L!x8E3h<syAy*QCPHJvvwt9vou*R(KOH@BdjU4m+y9_^lJ85_;s8WQ|q
za_`>8)Sr93-`<Zv@4IF+!yJms@e_c)U~&K@)8IV$_FaD9;sxRkE@}Cva`Im|;SX^y
z_<O<o{3D;^UpVK_LD`>sDtHfJ0Qlk7*zv{-7}JK#DPGIoTB#hEf7LuaUon30x1-sg
ze&&z47v{kM`u>%w?|&}$en;sA=mnYu-|yc8_nLiUVQ-G|xAF_T=j?OC&f|_V>bkwp
zr)G{{T6>ujqHM#3rU9%wDDsysL7&(M{J}o(kM5K^1j$oIIwr23T-*l<4>27(F`Wjd
z-zL8iaX#=s{%zXjH68Gpj(LrzyvB3xx9Wlmq>9uz2dd#+T^@76Yx-7kfrO#n9e*k9
zemK729rS+0z3<Q$k!_JOU@&5MF!&sh-w5lTagaLYz(iW4jxXzot3!(SzWBN$VI4AO
zfnR&XtvO;>!GPUkXmh)?^`7u*VgCU{(Molj(wZf4*?2<Tv~FO(wr5$BQy0Nfx_SBA
zJaurkw!^x*F^EJq9v5J1?Q3M@efO^St=nF=Zu^;<QoOy%Xf(>s7Hw}&@yAEASw%^S
z(M+b%mtXwrKm5b}&px%iearLFBdmo5$=aG^WrZ^_@q6$P```iY;X{J)Bhur?!B5OV
zLk@Ui>ThO(H8u7#H^y2%#@m<^9jyc1oI`zmLQt3hZ(lz*Pftf@R|iK|7Z*1VcMo45
zZ=4@Gkl+_e@(U023dC9ax;YcjWGRmuA5Bq+a182GKeUObCtMKO5JMe87~V`}h$@en
zsS}sHh|vxtG|$GjtSal*q}nZsc2`^rxC{Kh0WC`~8%|ogA*)@NR<B4Z7e!?=;<71e
z`J}9TTwXpBT?v5_qpAAwoYu*z-sLU``JX)~?-<F@wkMU<=jhs6`p30huO+G31h&*8
zlIP1*(h`e<qqB`sWMdR1D5gMJ`7-nQY(dX@PWM_;>#VrEk5llHSKJHPzv{ZF*oGOE
zZbDkt&&+IRq_v9kyEGMj8T#>p*6E_Q>53O~bv>)~Ju6kurwSVSQY+fkc{)j22`4U_
zqDT&x#D$7A;nG-2bV7tYmcSLGqu5@QC~sO6mczwzI9^n$CzXn3v%+Gc<;8`0&)ZvP
zryC~5<8?Y(a<ZR5NR-PJ<rV3zZ7I#ql{M|utoop&hLE&&a!xm7{PHVDxaC9KiXmb3
z7>tAtOm4xdbvR9(6DRLW50+7&N?t!zG<Kfyax<#v)e~~!6<_WRKjAH$_$F2ab-5wD
zhT>gA^KRqCcLL<MK?)8~TqVe^;APkR6*macHwmg6{;I2f(buu+JH#Y&YN401H6&+*
z58u+3Ll|!t1-WFU%Rxm8fklf!CCd;j98tXm6$!J|w0lu?5CVL{YCL5%9CGzr{Q4C}
z`3NDo#fFpnHAZ-g6pc%5=IO`f?F+K@c~1RESW$;>d^IY*DzdPhUEa+oY^P>6ge6o3
zMHdA~a{PIzSb97zDlUkf9L`H6^V7)O)Np1(7$Yu>8IO%nJoTYip=g+>*hob_C#jkd
zUlG7hcL|X{@}xZSqPa(?LS%*FoK`_r3qhFUO-n>EQo^Il;ws-1w9l7xE+y9vgvyI7
zFznylarvhk4hHUx&#lPOwzrP0b+25s%$-3~HY{;M`tF}<@~nE|v}WQ|J9$z+1rbK4
zFBZ>+HZJD&-mV?J-8*@E0>dRPr*^^Mt`9$lC#UO&N6QCCtA{7+hi8aa;plw#<YN2a
z7(%gTW@d(mhbJc|L76n%_vG|!|Kxn<_+tC`?e_7%Lrtx0H+J`DmFpCVnW+Wkz2ghB
zyB9<2r!SXI+vd+;E(TQl^jiN!_uP2t?s)9kG;nV!^sJpsNcYBK*JkyLOT!CmtIKN(
zTML~Bi*;w~H87g(Y)TFtTZU;4h_iPg0oMAD#-jJ<YxY+A_O^cZgw~&n93LMKiY~-8
z0QrK^0SpfC>(b%yF2mvDBj0a-H;edUv*c_g_job?V4)hKao3k8ft<lD4Cnk{lK@&6
zS=onz4P;RA!Os5C?*7T%!O8l`;neZ=OStdeMEcIKa(7S!QaSh;;6mV11O^2d@*fNy
zU}%E7^Z+AGaA|<VFbWy2H6VQ#I2I&am^-{X!r2%VFORFICUW0QwmhF4Y#5)f9owv!
z*w>9Mb`7;n3}$Z+OaG(Ey#|>VY0-jleh|+E-!Tw*PtTCy!eDjy=?2|Pa^6F7LXZ%L
z|4?A>ccAop+<UZ8xV<_A7d6O=!*>q;FY?EaeeW>rZ#8>orF?YhRr}n0_2j{ibfm(?
z?}z&75c?lE5<2N1L;~{D*5G@4`KEoW`oh0dkoyg6{1Xd28^vSi`9sH9Z+1Z}{l0?w
zx8Cy|r57;x?}d9mGq(N4(#_a|@B|%V>Jw<>LAdLTy<v~~#>VHSGtL}OwGQSy31B_+
zqg-(%edSEL?oGbxP5I0*_;c6DJ4A`2AfHm)t7uz}?cP;)?FyS$IQm6i<Eo%#6Fh;E
zXUBYyeCv<6^(S2Y2~U4|S!cY4Gk(K4z%Wt`$RD|vW!QfI8@ZK_)WwHFq+PgU!#Ved
z3gp~NMc3ft{ZqG^p>2%?>ApxI&<m-&93Awmoq(dt0j7m4GKgi+9`dz^0^K1@6BE_J
zK(RxK{#e#{Ds4O!)&uSyFkr$|^}e9~Oa#vX2)TA2k{qB#UDLd)(XWb&2ji+o8VC0p
zdX`jal_6xIt1HIZ+{X6t6L(8%lAA}Mi;I_uiSwO1Zg=mw-M-^+{iZ7@w{C7kZ*Nx{
zYj-=lU>sJ;VV7iP#)&27x9@!V|Nf5~zyE{z)oUJ)P4U*YB=8A?9m32UV`S`m@4hdH
z#t-h{j2{xs9tAuxAv`hme`17x@(^e75N~CKduoJzYK*rv4{)*#aB;*tIiMYEJ#8$#
z9iHO6UGOM3UoQs_Pg^%nTOU6cQUsO|j&VlYyI`Gzn89=fi=`F>^J&%?j|a|nk38L<
z_~Gn>B79hqFijRePphiwN^Bg6ZyZzWXXLs?F*GY7(7VAcTjrK63M!TWcUAQpF}hVr
z*)%J=FD$N=q|}n+RY8i%2vrquOQ1NH99^i)Ys_oxYZ_dteK{u2ETzihqm=P6*+uo;
zeY(ybadK85Uy0|cNYXTVYE^Jdz8RkN7|VnXJ3(HnrnWD+aV({2B0)bAQ~5?(+$}12
zAusMqs2#{?7|Us%NUH2%#g?(u#Yx3&WsUs}U6YL+;}vz?RrTG^x<*@{4-}U*B&8K9
zG^q+rN>WCCN_L?pB}*6`8%pPpDD+6KAcD&$P-y6|FrSbRbYw&zmlGkAP-B!dbqqO1
z$xBN~tJhWbzHFKpt9acbF31atR$_$wV0DbDraHg7tE_)0<N0ewR&78`Nr0*{BwkC)
zXyF!i$*TIJwZqEVAy!@oMp}$lmdmOJn7JJfa3ZtdnE002^09MG({y-Ri(OReeZ2HG
zMsNegyNTl8!U*r;Bv7~gM7Pj_8&Fu`Eu!Q`fcR@1|0@jlYc%hwpYRSr`5-|3kQn>G
zKlZMl#)z0~O)W;rTPeBY{OUD<b}OoE8J{}j9oOTV*oV&=iztVPi49uKI{aq90Bb$`
zEj|=9!MtXO7n@<1jfAJSx$&|ehsN9?h|H;Rq|8RP_6@tPFRY~9MO9!eOmS9Z`NkEJ
z(yJn}Y9iAsL*w$nl!9eNhwwEKJXHuy97Yu~*>V9tS}Kf@@|8lCNI>Tam;!1f3xx^t
zBa%7N#Mq3ow8Hx2f;wqZF<qV!#EA>!Cel@fvh0SG+Bd0n1IpqKY5ue5((c%*H;KBz
z<hr3G-JrbiMVPY4K2Y*UGt}?yIUBgwKZGoZNo;yOIl6g1vUY@wnOHi6<oOQ;j)Jba
zgO_uA{qsAcOUP2=;`Y(j;n~6I+vD?p2k3?FDFiz%r_;iKTG#+{>CVCK;?Bza?(*uv
z=H?N&Fkz7$0=P~$wzh|dM_OB3i%W~OI_>P-EKE2<?h6HS9rPrfU7TM0JJizZdQ;o;
z^qhQYv?etxZ**$*;Phhq=yYxWWO?^wVdoec(ib+?S64>17Mc#H(@tk&VeA?t^q$P7
zY|muR&Fh92U%y#g9b8ynTo~G2>^NC#I$th4g&Dr%d|);t#sRn&d=Vp%_p5>VZV2=u
zvAsVa5B`mIUaD9S1qOX>h{G3tgF<KsF8kp}{9YFE`9|sSV&VRL_0CGq=GxTy+7igc
zh^O=;Z}7+5i)6CxZLIAs&+g33?oO>A%<t^aZf}ijuD)Jd=v<p^*__txOu^WT+@s0F
zqfrUs0fwP(lj8H)%gG=H4=|wbyXkK!??hmjfIO!;omCx8Dfh=E+auD|;h3qx+}{2d
z%>y%)BfB-DE1g5nCWmr&Mx);;?F$J%E4kMIs}Q^ZCSGXPgDWWrC4j-!fUV%{_=z$v
zysK~?aPz_!7BM+M1KfXLI@|ZZA>ZTP<AtK#%N(;mYgYOGNq*%$-}1c|!JO;Em9pi<
z&cV6q#;HB9;{PD}0`Y>)=`zOQZ`cc9fMhTjLvNiSImGbS;bYYoOi(Zl2Lca&VnL5y
z<-}>>@NxF9&b>dV^cpbx??UhW#K`FjGtWDY{>Glck9|UoJ%Vo9`(3s1y=sfP?c)C!
z6Jg;`Gxw(%p~J7b_<!R}xQmLs;T8USE6hJXL4WEL{2);37hBCJe+>iO6wj8$&5Oe3
zCCRgON&A+h9elrg{DwVVJw($V@#~KT^(O-TsX%`wX!us~8&3K9?^VMoa#-V;u<=~j
zcws0(1N6C{^Y!nFr~eiM8@Lxi-}h~95cTjOq!%^}=!*<l1MWq#8h~aYefNL|xm%Dz
zP`fYGLLb(?M7J-igF2Au59LiK(xwxk{t%{3F{-y=_!nP)ENnRD>Grv`+x(ghS>1Yk
z%XUKJin44dRXf@?wAau%BaY6-;>Zrx?oS_CI+|LcY#qaWF=P~mVDIQ>WsSGC!#%b2
zwXi}vIELWyBm%@XI6FBwV0?X<w5Wot>=aF`n~mM|&p!X=xBq(Q)6ebi8Tmf3!aucz
z_BVgar#SN`ekLXu6Jy-tM+9?|Kr7S0r;h`yj0u(x@D}%Q7I$$LcW@TB{VZ-{Ebd_}
z9%3vWp)5^&Eg$(<8T&by1^U<pq3!)Vo_IMMyE;AqXE!O(IWW`>g}3n~*awhNk-R{r
zf)>mTwMIMMceF5avo}L|+mZskqBwzycxHN$vb-r)+Zj{yN?tuAt)3RutctbJ+O`Qj
zZlbDXS<Q-4yR6bJ%PXds8Qp<OtrtDhDOBSataJ@k`cl+BkqT!b+dE81Q>JV3Y6=@V
zGb$U%q8NWFJ3=6h$;fMb`KG?}l`tWV#8m`IlEO8G%#1p47n}KW%?Z3vb*Z?pU0%|u
zDD9FJy^t3@k16d`mv*R%+7rrN<kr6_Z62y<8O$tgVTlu20!?~OMUA$#x#@*o*Hn;Q
zke`vGE32$6D#?hAQ;EfLK3^l3<z=K5=jCLlr>T_k$na2703jkWJdzq27#2(n4I)K`
zhO?sB3W+2!HaascCMQ##m7Y*mRMGXkab%!*e7L0hg&;R8R2?0xQZh5sQd$~H`(M|L
zj^=j0W@nZMN9RUpN@<Bz%ru?2pe;eypR6B>seHvu*ZT=FNy_3x{fMHx$1+fE7p_i!
zHm{q!NNSm(Wwg35(v0wuTi%@Oo~+xxyt^3TJ&fo+R`L)pdx)3c0|3U0ZV`mn2;8r*
zj4x62FTJC#`m*lg#Kr{WW1`vwufFfAcz{xw5mTLMWdW)VYSt*LXpWpaiBfgBN?Sdm
zpJP+rkjv&d;Qp;cidVNTs9zWBHw8Kv>M>2t?F~+7K#THhBcjcMMCRc#Cw_8Jrj}Oz
zj9lL8pIvP$OSY9H;L?jDina8zI%ZJ~Eu%0rCee?<$5EIRu8_?YFlbR+Dpkp5CGa^Z
z0!}iQ9!C$0r37lI!QyaIBpyQ#4@*r*sw%H;XlSW#Xe+6#&nT#l%_vo6R3sENX4ZBW
zKN~B0KAGMCtlOW~IFg_nlooYxvzj>>4fJGfxT?gL8UM(eeBBmj;9h%Y4>E(-`f6}_
z?`(DFXk~kUach6xP~b+`+@IappIF_SLMAtCLOK<MR{_?7#0JtXNVV|uPHwy8UeIsB
zTe`as!&WyJx91mj=GGyF_i%d;ndxu{83S8e(BVJQ_N=Y6yi`}G1K}4?8QgntH=tkW
zN`e!<MSd=pmzNtF^eL&SB8e<DJ#%tu>f!<(^Awz%h*EcY3@YF8;m*<C^3lfY<N2b~
z`Hb`RQpm79T`t>QtXN#C8(-=gSezYMTwGon*;{#evf6sSRDL=gj|_KPLgw~@zZVwk
zVTpf#;-lQNUl%_vCEv?1Fl4gB`sI|0Kd%r%&)xdy;p+3VRq$lyB6j8VvctuSy@i(T
z^(hDtgEJV`)<4EAkjp?cGw5c9EaK(uh0%?X;mzT>-MQ607?QiPwuxlzE-%llE)H%&
zD)M6M!F<)hWCmOj9F8iH$rqF0B>C6_oPadGK@u9cAOMC9B)pVz0RTJ&R~EwKQQr1o
z^vs*W-Z#%0hb9|`NBRb<=Z91GCqP41zr8&2<Yy%JBK>QCsmBmRaB>P$7#8==7I%)p
zxd9p=;Ls0WCj8L;_s(8J<nk{e_QIolpL-XJ_BVz<{uF-tGyIi~{OCEu<ZjS=kC#ff
z7Q3exX1iv0Kuv`>1)$syI<28EwQ}ODb`peE<kr7k53J!q!OLU_b6DSkq-e0azjM4B
zRNsY72o^?GF@B_mR}Ksp@-R9X#z9v7Cvoo&D!qS4-20n54u5#)`i&*#mc9QSC*n<e
z+*cOfe>8Xh(!vwa_r3?|k#8s@S>5*vyyAfQ$_{hgE#Rtaz`xmIKe54n?i6^_k7*SZ
z?;TwloYlsx8kDszYPz@Mdk<r}_qh6HX6+KMep}dZB+{RV8cszGXJV+va}iPiw3qdc
zfq`-_3jt%pw&4JPUPHY@U*RSC3J~-?gL*Ijf?|9r0vjaXOZ5HIq_)ezUL?Sw4onV6
zaW1)+TMOKK#DjSXm)r|M1ki^i(e6vNdotagyl!7we<0Bx3iSuP`hAXWkEKP54aBS4
z<LY+!I%EQZOt-44TZ*fjOV&*mx6Qp6-mPgGB-7;fHr{3rEuR`a!8o|l{7D)%KSd-_
zGgxvmRT54XhmnO56j2mIE)uahEDRp&?CRp^=tv3($Vg4iPEC&t47M>b`|>xx|LlMK
zuZMs9%J%ksk4L6{mQMq0?SdT~LLBVF9PJ~W?a3~7WLMh=XRBcQ$3*J~fV&v8>u9rU
z81rjbi<>C38*UH2cDnnu%Y&;PCO1(}@8ca!NbcqVp5{0=W0cE%Pp8{nu6NPCCjJD=
zz);8FNH<cX2Z`zv!uH3JF;+e{MlMetd)hxid)g5Fox>x2S^PkGEIlQkpIgPx)ANfu
zh2<mSS{Np~t!mnhZP|-&-A!oO($p`@$^eT%bic<K=^c1ciBnjtDT?#JEyBnx%+xc?
z8cnf<_B5|R2fr{Jg-?}eB#D{)*yMmHHj&2SYvQvjYdeR>8ejHupuLVR3X!Ey6U*3H
z`k<Ji$5@tSfRLBdoK!cUD1O0C(}hPDl4A-bS@rRy?P*nAh5FaJ7i0R4(JKAR)a(ix
zLrkHt<J5^cY1!GysVOlkC5J7gQ)Afl7$!|h36s(yVg>B97<oZzLScGxW`a6K%%_Bq
z0{t<;Bz$N{Kv;MXC5p@y@#L{Fi8<-%#rdhFg=rNfnYEQA&zf7u20P}aTBk<KUUf#7
z7jttmghhFpx|*WbFDpj}O8fg#o7>qL#kBZBX`Vj1q)lGXtS*0%-7=ifG$<`-p(d0E
z%5uWh#qyFDoXiHhP`MW~DYs*xW&Ukh-;S)j*Oi`f$D4J<g>u!Eb|1}u=qI}E!@Y+R
zm<B{!g~VBg#hL^wZxeXm;OJlb(Y{7ezxJkH^^UrQV&B6EjQpg=XxRgA$$fA6BaG&0
zP^Jf~3M+37On4QL@XAZx>LzLQif+TF_Rz|wh59vl%a*)#OVY3^)Glx#ilJnbp5GT3
zTkjAVXF=fG1PL9;3O7z1N|8xQDGSZ13C^n_<y8mdR#GY&)Ls1<LsL0J6R9s=iHgc8
z>Ua{H7ZgQja=Ah-TSTWQ802I=BTLB0=20@3AxUIhLa0w{h>tuN#S8FNG9oK-(z}`)
zhhO)O3=F<{+1t|ARaN(_MAu%{_^R^RU`_W_>5GXJU2jY&T;{a1(&`A39A9=ahMPhZ
zXOUw|BUOc1PP}t4{{#2Zn7o&-`}dDeVLBSnz~14}E`%Ii*3SOn*51L!&i=;s-qsEf
zElj6H6kQN$LE{BX1q}V*ZGi1#K$9bAu;1A{Kt#p0UEpXq!R1{pxfkvT5eAEki(qm9
z=!I=W?7ciEoDj}%arpy$yRa~))z&5?BnZXQl=O`8iSZA_3%7!?;sUW(oSvT^p6<^c
zFYAw&D$aMFz1{CT-+Fek-h8muxV!djYrS`8qyKQD7v}Art+$-7>HvMumqFbsxL8R)
zn?c6-9!{q2&uPCitKwH;k4rE!pf5B)U5d1S9(v*6t@*u`p2Ot^=)s2pTW>cC&(_P1
zmh})rvAa1BcL(%E#NKbOtwTc)h-M#jGeF<f?WN1qg`tU!iP??W<@F_G%*5*Q%F5yj
z48&NSMJC*BPakZI>@9ci%xHHf^A09J{{6@UJjOqplz`6x1oKN9FmfI7UIb2t3kq;Y
z98althU5$V34Mb#2=w;H?F>s#rolE0Q!~<jPI9lo)4K;(I&f(OxI4XhG`DrQ4Bsu}
zis@%SFMO;BKf}ty349abYl#>?eu2;WBZj<y4+R3EfqOScet|Rp%vbj_9`U2+j9fr1
zr5!F5Z7#iDSY94m-T_ej&dfDKnr`dN@r&7m*6Bk4;E$>J10Mf^8}J06cXe)k7ebKX
zdJxL66k<?)A;xfhYX{acexzXT2Fz0i`USrPGzFB6pZ&@{haXXT|Bkr#UvAs|>wV`h
z%)GBYMPIYVT(R=~qpAD9nYesz=K775*KH@<1CM|Qo}@dj{@>W4zOqGKb0J)JBVBO`
z0MEmhF2Ub;M&7`%j6;+T+$?-j1Gjce)3KTS<~a7{0av%csG1klZ;P8w#EoYXsHSs6
ziJJ`QYXI6aVZ*yZ1m1Vtd%5R3#QPo97lhvrehI`Z@m~8y&=-2#kRin&{JzgCd$(cW
z-uHSh#5F+Y+7Zm2;KP(Lh@VArw=U5ak$ev%^#{Vb176($7b(QB!LB=`SHoCUn0vb=
zfPOCBro47pUOA<ynapXPujyKOF|b)$-9;eM%}wk~@0&ZB+eBdeqZyohO?-KBYQ9>N
zAyXuaq)9?)icFcR(xfFOM#m_^BE!6WysWLQP`=(taj^wiSxSKr>+bo*zx?(e|BwIc
z>TiB)`t=pZ`wx80%?Y+Pp)O8TPj`l|CmZ9%#&|G&ovEI7VJ=Tdc1Bo>TfSyjeN4YW
znP0&@y@fKrVSnp0tE+#oz4f`<qiZ;O;{bOvqPwZTy9v(S7~^)|+vSd%(@iJG>)yUb
z5ma{?8%>II!-hEfg}Hl@T&#SantE7Spq!p!y={p&hoE5RaEcED&^L}8pB<G_%F1pM
zl)RSI%)l_&*yfGo_MOz{J1K4JYV8y!r;DVha17Ht@?qSxCtZ7ry={wq;D|SMBR=sU
zn!DqzeTZ(vaBL(qlq(MBiHT86vQUzcUs%)rqIYV#q5CCGs`QOyg~^kn5=-eR)i`0=
zE!SXEKZc^DJ+FO2S^SKwD)OR4dy^H^=sa0QZCpWPR^{`uhMw~J?%Wc+Iw6Nf7f{Gd
zg(Nyosg4HJU^4lU5$upaRv>{*!gGTO5?Vx}Oq3O`&P_?kOpJ|HNJSh5B`i2BIDkqC
zXR)FLV!kX!u1bna%udfNEzGN}EYj;rTbs(Cx9MKLdOkhTF+bBhIab#DGEP?`FE5Fy
ztx9ffD(dSk8y+Zp^E$buU65bN&8&ziYmKkzh^=~_sC${)K9XGDLrW?nNYebpX+hDs
zjI^2%RpAo?&zYi1)DP8+>=nFP5fyjZM{2ISQLZ>g-0+|o<Asm>MYp_}w|&^A0dlJl
zwM9sbaiHV|mhm-){0)|J6+^x1OS$Glz2O~o+lTc4Eigif9{7mw`$!(36pwJR7QyL`
z^kS5(0jGK92Nm}Wm-r$e<7GtQAfpn-J<ka1W_dLetkOYB&dbo$_TczNUtX>Wnr-9}
z;TR<JWySf+G6G`@LQ+b@v#Q92I%ZXixVbyAXS8&7O}nyFJHJ*sFrL!Ts>mzm#U}C;
z(TbQDwL-2EaO3!_Oerr{!p`K9Q=@_s!m*kl?--J&B*2S9@K(@5OVSeBb=Cb{F93aC
zzv}7ec-hd}scY%hwfEI^j?}%HENvf2tn3hGXd|NY{WwW35elbJsdtn*P?E__tC8l^
z@lwh|#mOJIm(Jq7>FbB^D_9~2+MJ%5nwT6PA0HbY8G-$;-}DU(4vkMt0IV)7EPz`3
z`t_SvJ-xlJ-wX~7&&<vNdVmTGxC;0RbUHXZIK4EpytTBkv%0;vxwpRyhSQ-Ta5s#C
z*b8ur#O^LHPfUP<I}M-)>M{Hnc1}-E!(jshgM)(u?d{L9v$N&OXs$q%l9n+#HhOe?
z0L$82+nY;Ei&IlmaO5Cz-r<Rnmy09S+cPz%JH02ngPV&TOA`%?!xeJ_Wm5yyV{fVl
zUzQJcmyY$6EDTld&FjzB8!k3$z!7meAwC`z9!{knEb5WiUSwF<k7DQF3_<{Xf08x`
ztnwkrVXOG<dhXe3>Cx)*{q+%uUqkpA*Z`Sp{H<33xL}BM08TJuYOU|AOl?k%tdESX
zjZLjiEduU-^aJzP;G+aCgwJJndv$YZU~{HrXR3U6EPZz<dT&4s9^iu!>He7PU_yR0
zr8t>Zp3SPj2@GN{5brx37{=#;oIWAk9Tv_H#?K8TY!8V~#zjb81c<#$$>+0baF`s9
zC+x5F{Wz^%Ivn6S>|p2c7_#if)(=6uh7>#Cd652o{J!76)zHxf2o23~aOUqH@E_Up
z5kr39-h=<@+&jI$*m|@GsUQ`G=M1wpAai(mb!}m7b97}7`~zV12U{%65C^4HKXu$O
zclc_4zk6=Kbq3+yUl4J>b1H+IqG9@Ucx8WSV;dGi3=0{5VKwCaUrzvI=;(xH4)~Ic
zukC|q3|$G3idH;&p7-nedw)df{X62`-`{im<e}>qW?tV|`d+a@ePikUg{j-;k6pen
zbNj~9^QHslt_%LIi~lVr>=j$zEB2T>?xg!Zq4#{lZ+k~vbr1cc6U;Iue&P^v)t6&Q
zO(CVW3bd249ounTd*X%_m{lrn+><t+N}JCw>q6RmA!&j-{|J5G3%?-$zV|;|O2O}C
z-lhxThq^>xLE{A!IE3F-;~5X?l6&7-fAtsKOZ5E{{Q>}AnjbFv+Q8@V&g#I`p74;+
zh9ih06Vx6WhAc>6&Vmj`EgXQ$m#018=ngq`$2|Rs09x?sk16FFl#&%z<%Xbk3p(0l
zHH)I6VO9BX(X%Ce&stm0Vs2rhA12KFk&T_1E#A#XN~LEiRi(+P<teFoYE7C<ktmcT
zieza@RYrV5R$6L8Vk}p{AqL>Btt~y=oMYtDf~<_pgaitS^u@pY%YXmh{`W8b=l?YN
z;*WNB?sz^n!B{>CbhL}|_2l7ELLx>$^yOgPqkJ7AJgfp8ANg6`@-e&OW%?D$;tIjx
zp5N2kcDFyZxbi!jTc3HDT@UiKh``tcc$(tfjq#qwSkH&P?sr`ru9};D;^=gZ%Jkxj
z38Y9@Z=$s;*2*4jW$pXa8f|ZfcXuG797uS3Qh;qhkW(lH!;u8Z<0E2o=;^hBqAqFG
zsH}EMRX>~1vXs=i7~e20E$t1Dt?{BKnPOPC97)%#{chNxA2{J2yZJxyBwE1(_`sxP
zq9ZoIBOnA9NegCi$wIL#CAF-%`Nhz1-|TGd^XDO4zIzZkOqxK8D+r0saS9Xv&dB+O
zgTJ!4t+Z=8rlc)cl5T;fn0kglGhVnbDN2^cQ)S5#@|6jBGIhF07RTkucwDhuELV!8
zQZ`4*WGGn-1%oCghl(SD<+N}OpOq0ClarE|krW>nt>Cj5QRE03C4$RgYGPGcIhjS}
z#YL5+8AbWY`8i1ic{w$ex|f|TgZ=e=uj~5XG>r{6O^nu!4VS)tmE7C_(5tAfRMl%!
zpFhj#d0Ei+CcCRgUE3@xsh1V$W6E2S>bujMUuU$uk(D%I_;L2(0yml*#fv8?v%Oid
z*PKZYP!vXnF225BR^AyBTV_TSTy+V%<w<#nVLu6!nvo>8edss6Xb-VGBb?wiih0eO
z^0jxw*QoGoILb|Y)J;FyO%!l1^_DmNKALNc5gKE}57Cl)zLLAXvb$)7X;6~8u!4~I
zEF$j>tz?i~)E|=j3ZK%3OKO5qjKLYt!m`>!(pvo0H7H532Rp+)L}~0vG503>Mk<2D
zX%U)yYDyU`qmomkm)CbDb`9r^EL6;HXqUEY=QqknXDSB9bOU3xFZ+u1&H3e3MMcF0
znVFff>P)3HKU$hE<E67B6Da|4p?+$TmxAEV$GTE{9GC>3SUw{^QC*dvT~}UOUtO)M
z)m7K(tLj>{EiZM?`?MXy#m#SGi<&6#H3;OHqbRmSjyF{qD$C@hR>hXKrB-(&SF{O}
zi$8ELgU##jAAkgao}O1aowlf?C@UvBEhAGCm&g-Jpww{*g~g?von7ti?dj?1BC&+U
z;d2FIO<Y1nRSgjA!9L8-J(-xC1VB~A#y7XMOioX%ZL9(Gf|?6(nwXrHl#)I+HV&i$
zGH+*BS5a|kWp(Y$>@1KlAQnJ1oIEc-Un-C0z(Y!;P#i9w!QwL5+~l<Mk+I>ugYC8L
z)se}O`iA=Sj7+gq0nQMiNSvCeXseB%?km~f=-XNy?(J^W*XGxjXi9TrS*glcwS>=O
z@OkuDm8iNTd1g>|yw-lU*><*4dNL+F8e$$#s*mPN4%T{*F>MI?{yhEg*F64PNe-Ju
zps${-lz^JOzdaAmWZ+(qd=2$6MZ;c*bbxhXP{u$d1N7b8S)1RQo7|inUmyQL?giTk
zKrcw~aGs6T`L)II^~Is}`Pb`n-5WD)ThqFYsgjk+jFoW>G_vguvk#FxWZKCH11!5|
zQ<C#J)ujaj83=MbDc>F9?+o&eCm<t2a|yjENUFwE%+ZAAV5S&>_8)!E4GxE$!=tIq
zV+gVvSUH4vij~W3tDh_O!UKKaUfB5Y$Nd?%{(W-q!BWc+tdeYgi+d5>e|2qcb#r`W
zuXphXh*3Xv(lL9`H@`E!xH-JA-9B@uojipZZQp^_U+|CMpa63(fH&mtfzEq52pgFO
z2+JAYS<CqTXJk-=;p;KBwhw`a&9f)qmq1(@;Mw?3;$8^p1pqdH?l1NG*UT}yW`((7
zjlFH}f7g+C&xvry5r5MbbKM37b<+-g*9mtI;a>c0C+u}Q^bJSs1MlERn8-(dlm{5f
zE$_%Lor8X3;rEYbe!qJfcpb%e;^qgXwezbdl+CM(rgeGqj;#4m_9yN|=+^+f2DigI
ztHV1JFM#fQ?f2cDkBIj@`Wm1Y;a+HY1N3b?`>2pTmjH~!ni=Xc+Sj1{BJ%G$?gh64
z(%J?osW6!W(D#I|Jr-z>gxW)q_E4-lgrT~Ux<erlZ|wm~d&H?fh0_WlSFQepT)G}v
zw8W}_X09!zemh3DEGr$2s~W9%v0UG^RMpTQ8(-+-Nw74rakp^}$M^%(X2qz}<;nzs
zP!UBJghz5iBe-E?KA9%va^ux8@d;{qv?P)oYHw%d;%F=6GBcAC3Nq3}^r-t^fAz2b
z&ws!F#pgEn?zoy5dzqPdnLff>TTp%6c|^1*$WIuEX5-!I7)Oeab%>iO-tI2S@|yRP
zZ!p%^gWQb$9q&8b|IG5*?`-dU=4E*^0%J`hI+A?M@E%6~-o|(zBaGL57ssoQ9{tAJ
z_6sV*gC`{fl3hIU7Pj7xtUOKZ(AJK4XD6bkGYRb!2;57s_9xf}hWbQtiK3X$m^5lq
zDLcD~Q_#uE>*5x6OUim-bzWT3MNg~83Nq}1MEBi8uG{+Ev_;=@#F%>cTX+*Kz5T6y
z@OEf|J;vV-g>}Ib{30SF1VTwtQciVs`@q1!{CxlXT=lcIFuuSyB8sj_=cbm1M`t^R
z@P7Be{<f2UVohhm&}wFVPn0Il0u_GW-p>(F^$q2rL%H|}elSfO$&}JqQm#O$P{gW~
z8aY5OmnUH|Wej>Wn-R^5l2OB@<PhLqHIJ39iOEh$&P+*;SF3m&7K2XX^EoPYOkQDr
zm99qHq%W`2rWWLBvNGcGa&on`twRHy(^L9^{>q-0rQKbHT^)IyFVb3@mDQEp!hA|b
z8YMHGTU@BD)24NHW_I<!R0~D9o|jW8%&$qP??`KY6|Z~2%qVlF2%iMdT%)9D0qCfy
zt~B{Kj`;iVg41i1RbAxdN>5ILkstkrd)R$+)FV9mF_CAC=iKt9-1H>hM>FrC7}q=^
zzj6!y(mm)apO70k@*RKL9W3oOnsU>de9N2q0L?bW3QTZfBdqwYui%Ck|B46q7Dj48
zPW6;mhUIiIDhBA~{bBiCs5q^=yu?#p?4vBfsmrl3CEmg;=cokhAgMWqY3v$m<4Xyk
zYoela*-53$l(NY90!nJBu&hbd^fIMuD7$wor*|~7dmy!~JE#3+ZSRo2cd(}QMWt3>
zSy5G*o0k(Go2iuLD#Y0$c5+l$d;~Er45tb5RT4dcd#T>`RE(=IJV3>vB}n<{n&`Z=
zl;Zq?ii+ym`j*D$J*}^XTY4v|pARONHIrp&=3XJU?XcEZ8j7k2m!<QPN|ia<q_UPA
zT}OO@_FLRLFbI8B&CN~e8EI0vR3rhWjR%4SxTPcH$&)E!3JQyhi%Vi-<Ag#Hlg*<s
zI5Y-Z6Q2k?3}PW*5{Sbf9fyQd%E~K1hJ{oC04Ml)`KkvFhVy`QytTPCIx<>cuUBc}
z0FuYXC*Y2t=JfaX=NA;n6-qWw08lNKNJJtroyn#~G3iVWaPKe-L)cm!of>IrZ^_Kc
zl*#369-qPH@c6tKr64y|*jAUeJo9RCcCfKQo0XXo8_kW8M#Zays%RmPOJ^`B3`SI(
zM$y??zB1K@SY%f!PsXJuBka=|HDrPvt~4I3z24uN{ZCYVzyCk+kM=;4!}`G{%xEh=
zTgtrHEPlILe7=+k@nwgbLm!^=52CNZ4+$gy%f29jA>n4b>nl4;b6c~M>yzK--Ze;_
zg^?WKP60IB-399SNDN*9BgE>`;PQO?!gS^0c<Sn~WUHUH_d58nmvr<d_;?@^T)SX_
z0I}B){|haI&`5YX#zTV9APfz%=0FFYk{?f~4rdDX7u&!b`_aq%?nMVkvT*4H1N)!@
zzi;*A<>JxM$^ppNAYvQt1+Naa;ngi}>@IBV8fF|^;{6Z%e!<%SiDyuV$>B$N`)Azx
zcgVf_n^Ol%`s2mo^Ubn%dhZ;f_ZmKHK;Nact;yBhR|^Lq@D49-O)VjYn4yKO#;M~!
z*Y);Gp)ZKcEwd+mO9$|ch3hyZ>hE$2_K$P#$1?B8>VD_Kv3>^eA%A#QzkZIH!RG+b
zYe;YSrJxti^J{XiEuLlP&$1`5?TIWq0@DT`W#vZ(oG|wZG4&35>=pRPll0JyaL)yI
z+tCk%UlZR@Q$Ml^hHQ+cJVeuOc}4!wKJfRJgx@^z|I{x0j-S+yo<)djVwDW5TQ=i6
zPNG|np)X9*1SSWh#Eqv=;Pn+E^&QH6$GzZoc<1ST&$@rodz&r<hWZxwp7I+{FFg-P
zOvEMnLhJ)l-=g2k@fN_nNT!*=<y&{oMbP(*r#t0qPXyXyq4r3mJre7nAl2ara?Dt@
zhfEk?0S$B@GB;hY>wtSV$VD*pc0;P$flS(zmhGfEn5#Qe)45XBGM1cK%VfyioqX-g
zZBdTyR6J3`;l^@#bRv=9>gs7}<!oy1^2Ex?+{)&$xu=s8of@f7iqskzheLC7v2%8K
zN{tB8D8zYbi5iK}+uqv7=swQHA=ulU=;DC3e&T9;&&%{-n1>_V-<wZD@kl-lyerMm
zf#zoy;cFS_YK(Wdi?O|dce)dfG7IuBaee%y&D~EN9)9j)eT$5@r3X3%q0I1JM*coV
zc;AOu-v{ol*B(Fqt+nkR!>Nue0Vasz>`kz+_PB59_R!JK+Lh?y65!!N@^uNsItBXM
z5&WHkLeLBjNu&&mPL7PtiHt7>Wzt_!=r7L?j429H7l)_|Vfo%ALh{6qa?i#8jsx1r
z#m~$OZ;cMH#SowRV4r$p?9o^#TVIr$zdwmi7sSS9S64N^?ipTQoZMVTxVQZoOQi}I
z$)ocs;>sHNY2{dU%xwohJ0iX0#Yo@UdDGBxd|9(sDDSbWzbz`n9vy1!LA3QGxMPC-
z0?0w(OfFxZnv#{7mZcC$g$x#Ouaq7oqC^NILWJSL!cY=7m?)rxYoy||q{O_OoUF`D
zl}ZJR^YMuZnYlUTHPu!1y5j1pl>9uQM$OZxHF<f3O-=1%V;$2oRXshKO-<^mN@;PC
zu&9ukofVo8kCsa8XjE$o*_Fo)NJx;>)W)|wQ`I$#ifhP8xzv<=Wo4sA+a@m7hQ?*u
zMR2S`88~S|Xk1RPCd-?vdWa6Uix6t+UZ%DV5~FjhLcpU-y^n%%;S3`z{ibKwRoCF_
z?xDB6BOhSs4={{dKIE&OAz!+azVag7@C(0#r`*L-?x4xHd?If9fJDrEgyWgug+@5x
z9TfMPC+jQMs4v{2zV=}~42khjmIh`vM;3L2<~>8lRk}%Yo%v}lyksv?nztaujiIp%
zm6-d{O*}$PoJh`SY9u#77+)+&tzg9EV_4B1QBpr~JRv5Hs7Vis&kRq_rKaVxG7BZS
zrST;-siie(1!WmIg}K>z*-0r$GFd#Io5W=%GANqJKus7SA(EI7fmes1r2#%%yayBS
z$swV+Au!9EBxO+I<&x~Q)XMV8mbMo?{bPfZOM|l;9YgcQjW4;ext89+w{3iF{3zbx
z0xV4)z)}TsH82}7tEwfdqUmGq1!sYQdy`X=S!@=lt@V06a4eV^>h+DlsDPue$dH(v
z3dq{s{qp6@SGC$Y&}N}(YPCSQ;9<DrUhdD~-pujw2}7q_U0r>QIu=S-r|;?M?d$7n
zZf=f?i)VAVz}N=vom-e`YH7^N&r3>9%F51aYH51e+uhyMsjaI7^i7JD^!GGPjlR;?
z)uf~(aXECkn69r(>gy=#>nv&1W~!qla=E0WDErm(nvLlO$gMq_h8$Yu`AWw5S^=Oh
zjPV8Z{V%HeLeRwa(&0wm>2fK=R)8V%Vxts>6dx|u?r)BNux9}Gen4N?Fp!%;0RuP$
zCS2M?MB$y?jg6g^rR{~O^{F4^-i^J@okK8p{{Z(cuP!dGgEgXWWv*pyq6mhD?DRAC
zdxH;ph?nRaay&o=)fZ;KLG#)r`XY1LppafRfL>^Pn^qo=iooG;u-Ll4F|oJ3^5+N>
z$zIrpHp%_9{nM%KbBM451<wGz9~=(wx?s=X3ew#VqilPZzy)#eqb>+=3nK%jFUReD
z7qkD|Gx-bq|1P<A9KP_Ui!iCJ1mWI=lmmo&2i{-ftgfuCEv|0NEN@OPZ_F>R0rZ02
z`)Y0v@(h14>fr-k{`DIMXD@t+aQ$NVK7)G)@veW*!}Iay0vB{}`7^P$2PqIR;MgGZ
ze*9E_eeV4QLH9eS`Zc*1$Iu|f)Zm$F98-m3L}Ten3{8fjNPHrNo?$$<V73#9;XsVC
zB~a~%Q4WD@haiqEiDMhcw-1$C2TM$F+*_VeUpj<;ZWnRIjrkC-bYkQM#kWao=VRLr
z6io+`h9hwU^tC}9iy#a^e=K-cCx%|Ok5u3HIS-AH<Z%8DcbhLjXhrH<(0dtf)^L6q
z4e`Dw?$Rc4iN5c+7s>Vgs6hKQIDUbCIndn(+*^0fgVLSxb*BQ|iBJo5EYd+8L2NJR
zz|5LsdMy(Fiy*ZA0*1Iz%eSLS*I`Cmbi;o7^OJ(E<Km9(iWjTej)lUiZm}#C%%NUR
zULH111b1&1iIgbdtC&oJtBdvhd-uNh;?}=?ZglO&y(>4q{KIGWZ{8qaQ33&71B@%6
zdwJM7*_j9W`wCf<^!VsBje<`J<%9>u3RxN+oe|)NcY5mZ;D*z~8zh&fG^`to=*c2_
zP_d2_KRX)Uo`SUw^)(CdFv7dsBYHd_<1Ir_X6_bW+dlZj-sm&Wr`JL;7G$Cg31x!w
zx{vj~hxNUO$2{=yzGZFmnZ46jq);m|(=C|lgbuW_^}KK8e%~4U)Q#wbgrMQwoCrRS
zM2rIg>lz&7$6y8uBq35&h&+KLP4W{YxJO01P-LETr7tT6!%=xhN$p8d=BOZJH>|NM
z`iT$T219Vb1vp>{Hoh3ZT_-=R6BcWaLU|Ag!7QdUIkBWs|9og*aB+TcY2o?sU{Rx<
zA0N+9#U+$#Q)}Cz3$&Ezbf-W%k*m_ZnI7GF+q1A&(D=%qA+zu#T6z%7U9iSBo{u4_
z%@yO03cwP=Xmnm;LRxB4nixzZ)F>&7C1udLVIkbmKnW#WP7N24L#0f5d`xs^dPZSU
zab7`Td~&inAt5<4Gb2Agr=%pKuuz?r&QqyExjeE&s?IMcY-w#A8g3jJE$Zluuhnw0
zvP0wI{1pmsfxwYYHwzBF;fuQJ?Q@?%bYQW=GqOZgwF+&6tg?=kTf)jIfel$j9V5G#
z5S?Hb$#S4_!xFNnX@yu>f)h<-N~HSmHCY|QSskM&VS*8s{16sa@HER{o;itq+bi^%
zTi_j^h=+bO6Mq)eL%*mysL1O+A=gnMcm2sm#3&;|lo3Aa0Tzr9^v49Qd4SNIBsL)m
z?_s$&QLHQ8j4wPWe{c@{!Z+$MRqZOz#ivvUq}O8NiallN_AHeRMQTS8J4A|{!Uc}O
z99uli#y8yBBM3ue%QXe*MNMg?EyAQ?mmuaNZ<2+7q$P=F9zeDXq&h^h-J<y33;~`k
z4izY9;uwxpB~!*G#wDewV`GKF7$!qSr>ZGoG2tXtct9d8IFU+Hg<)kuXi*@FABf_@
zvPB?<5s2kQ1Vsxt8Hw@L6%`#F-4oLbOB?%3+b2VFTQ%){lB5EAOxS%}Un`#wdu*f)
z3bbhCk|&TM%c^KBt$+S8_x8Wndy|us7)+)zI{M9<HwKd@ID2z)^TF}W<qMNj)BF1R
zfmA^T1k-P9d=l(0C@k#i>H>B5XLD~l!oABY%g@@M<>uwd715B}Ffuv{wg)gjK;v6s
zVS!X8<G|xy>b>I=qj~wcN~Kb*R_EvEz3S<noE{&W9Byc;<8nFRw`r^^@9l1_t*Jm>
z1%nYS<Gy)baIn;Ty8dituqH244d|Plk=RmKurgMAzFcuO3+-32Z#VKmK0RB`{4cHg
z?yQ19cevgKhTgYp*+>KaM%mF~>HcEl-sYbsKKvl}8rZ<#b^!E+4MVB}bhpi}&rGjQ
z8~nZSLBPiR%KXB{!ph$A#^J_3q|@!~Lqx=T7DE1O;NInx*Bdjso$>6wQPsf^|8Ows
zXn+i3FJSsJGWlXcgiInvxHrQv_}HNRf(Q)B$uR2Ta6E2*rWBb?{G*=gOJ^?#zK1j0
zX9H{JU5h6WuLtN3&mYizb7ymPYa5orq5J9C+%dos1iB*m((}i#2fPq)6C8}N)3<e9
z!@Kk`GX1sNe_z}SW4O1M4>kr)VC`Tz8@~J(8$~Az8T)gk8%u*9K5IzU`|txhXP4H&
z>hQOA_5!AY*bB31pbZnW-d*Gh1?g&p4`_QEK1uMde|$BE_;}&M2Uama8J=C=g=`0a
z-nuDhVf%p`w*Q}d4gco<l;04k0}ab_b92z?K~_Lqe>O##O^eQ9sB>Ad`P_s;eqs?6
zFQI@Fm&elN&{bJcF`2ZO%t%FgkSLMBgXytx1b#}0A}?4`fD>lBM<rR36h>&_9WUNJ
zUy&J6<IXA~r@azX%!{=fqI$@@J^WDo`oqhDWV0j41QRqM^owY}h_~Te-1|=2ZN3l~
z>XLi;O$hM<&?2F}2<QUzo(PeX7$_R{7<|9)=eT{BdoK{H190zUaqBO+x9*%@cP7xC
z33aDJpkD-lj{$?Z+EaSXNmT7Q<e|Y`nA&rC%`u~DpIf~v)$PT%92dO0s2#j$8GYN*
zzgN>bk(N^z6(uF0NqA2*!P6%cg%*Z}WGm%~0v^uE!Q|SNuYU6{U;O5`_pV;Q_09F)
z{^LJ?`EQ?kxjQl$p)t`sA)n&yVe4T12<>T43BhTkoV*lGc}}vvG`F+9vc4!YniWa%
zu(Q2?)%wm?SO?Q^lmiv-LiKl!@UxBZv!N2~sYJU7oK*<MEWpP&5N$#UcpB<w=JE6!
z8>2rweeionv(K?^_X2#4abEY(9=CkmucN$f;<5K}xcgq-H#~iBVu{89VOF6uM`DDX
z3)<M$>!CB&!U<>n)W^co>!~%$(az7q0grMI3cyCu0ytbESK!YP`>`aRG@*Sk!-hn4
z457P4u)S$KFEZOHFv12)vO?jkP*{7czmq?~+27v@hqK3^9sSVm1iS~)-vx*9A`ya^
zQNlPiSZB4J&zs-$=wEdgH|Z0K3fLMoOC6^vEKja%h%2d+WRyh86NRaT`o1Z!!@XYE
zDQ)cyVk@k?2xiXcM|NIDPhB6|y4$*;UA^&MD1Ra;jLQ*<_+ok_l@SpsWwYfhCMPU}
zA086RXQ#`>=}Kv4d~9J(PH{<DQF&!{VX-DTMG=>vN=}JRN*2VZqePM*Iujd7L4`*K
z^F^wHqTHs|l8)};&hD(%XEBx4l;l)jfygQ>;sMV8rZ4&{ch659oj-GS{r}i|@1Qsm
zEZsM5#Qo#FeJ|$jU325^?97g9-$F<@Aqnrjr@Z&xdqWikRX`aiyq7=@c>|J=Far6O
z)M|MzfrRi@65jQ`Q&hJ`-96niJ<~J08}C+}$jC~Ps!}G1Uw-+W?`)znqGd{w!>QiY
zRCKzt?!uMr7q8ZyyIgwuO#a~(P2(O;aV07%muR*d_Z-$X?oU-1LmA?Dk&a)oz3KBu
zJ1*ZP<`f50CE-kEg2;$96yXfcBuP#j-;gBE1q@D;=cmf@6UF8@QFgQ-D@L4^pvXy9
zSyGgFDT=%l_^QI1sV+ijiqlojBt>DY#2P6oh?H1^__-S?s`X@rFGnA)EI?XoX%%}o
zHT&o#4G4ohL9CBvL+79jDb|ryIb3}KU!Bk3XJr{nnp-YizTSK8`m_22?Fg3AF9E$Z
zgB*aOZAMZ8vGiz~AchXP-?VTvIRVc=QF(NpRHZQ%J4)(GDk=+XFo&fiOIM;*mTF{`
zI$3?Ts?H!QQE(hmMxlaTsNxoB_ztberV$q!Rh2f&?)vIeEzMtCzcD;IIlK7p)64(<
zd~~Mm((U4H2Pk4g9EJ@Qo=)+NO!p2;35Y||M7sSax;ro3{5|*P<lVUoI?r%-cUMDW
zL%!8kTfYq?Trl1OfA;nDwYIi4Ha0?}Sj+L_&z?O4=mjKRbM3l9#&+-Cec{4+`1T*|
zb6DeEc>QB7$7<`~J-3}Wc@qAo1*<ST`uqD`c@A}TfYxsAy?6f(m}>NTy~6=cpSnYb
z4xTvCa{NT|jvWnIaNv!Gy-hm-dXFAG+|aN+KR>^=s_5~};{d%Y<L8GS9q(wV*}tRc
zNK@H`w#LyXCsu}=m-}j5cs9Q8%U8$Xum68))pu>m!2IYr2yg&UU*q29`JvXCp-bQL
z3Apt!xI6ro5Z-bxs9{jRy|4w)apKkJz<B@5(U(IbLjb)4BLgo+UqGkZlkvwdrk;;Z
z4+HnQT_|r^$hETObC~Em^X5tI+#~zKGw0ItQg>h5+L+_2Ro9#gNNi|WgWg>(?uCL;
z7XZC4N+I8D?n(J<f4d8MT~k87(Sr9a{#?smn4O$mxIeZC(EIto0>n}c0|C7m2fcb=
zYV6_28<2TBpS!x2+@Z2?U;9MQ3NSEignQ*M)f$Y=AP&EazW;yc-dDrW#W^?j+0tn9
z>exOQ`3EV`^8@?eygW5N^ynMs`kf~|LlcnX@Yi<s0`!7Z3s*NVUmKv;75hC05s0pQ
zX4enx*U$^=E}QzAzXfm?u5loB{A$0;jSR-%KM1{`LjND`{Zok7z0bScE6Ax7=2VHy
z)w29rm3>=Q@s6B|ro5W{*1ChX`h(WG1NpW4^J?~4plbJ<D)(xgjSBmAxvfF%Y%<lf
zWY?Zll^)^cHxYDo8Itk@t}~WZ6w59~C>r=h9r|7O@>+&$?bG?~v-#~a?#gSQfrNy$
z0ssc|{WkZy;(Q^f!DZZCaZxVd?i%;H*IlD4T+=IDwZ^^h?VusgL#FOq^!>fn;a%wM
za?N^khdhAl3o*X{y)N$USjmTKUny{vi+&40`*k^fA>el<`_ziz^ops|g}#Q?Wy8sZ
z+*9)~*rKFkw*LI$;Tx+R4^}^W_T~9oQwLhE6&3Fka#b`e1*QYbXf!3AYEwuKRh2dt
zT3M)!5HHV<e)01UfBDNmKmV<pw*2<jzghq3M>tHHUMnarG!|Ht3`zz%BZ>^k3><u(
zLAs;5@LcPm`&YYqZePCAakMgD&nKiM1bD`5`h=JqA|NKo80iXDx`duAVI(PeX=*{b
zik~XyCW%?GQcj#kk|yUSP>`DuaUQ9WA7#XTN=9yC5(1gTKssRy3Fk{8ZQ^o6g`z0F
zFp|v+qcDRQ{76L>Qf|P|gb7$y43?dMV8kcjqhc}9iG<`-DiXma5=0!9R>?EynObOf
z($RDVqACj^Qf3IGD6t$XQ;}3!l0uCYiBVi0g3U&8ICvqSBo+`wJc5vm=d(yc4pS~-
zD#T<FmnsqPv`U>lzjP;bwH?}dqIvtV!zH^LE!7ojhh1CfEU4e%+<mBc&k@ItgO(Zy
z&OLJI+~;R*KRtJ^cVF8@iOG>p;m4zCF`1+|1Th&+K@u1^3Y$n}Gg$(uM5$J&)l!8~
zt#MlNDs9#>OKzRRcC?|s<3LmAkpmsaTiQ>zwY0YFI(W2V`_8=LGLxgoQc|8>SS&M{
zIcgn6q994+RHas&XS43uQ+ez}WlL+tiBsh#PUY=CBrL5!>W#rnjyIOD0ZRblU5_Pf
zB#`~6%utam!(`!B)#f#ys5*DC;mWnTi<ccIPh~aj7uVF&3yZNP3(e-t-g{WJeRqsd
z5lH1`YID`w_wBp!c*o^CwEVJgrYwXmiQ#F`dK<yyM5y!A<mNP)IbCkaR23l9HmFQ>
zL7K{vrnY423J`i5QU_&6>Ktgj6KgEP7|Ia3;#75Eg2EQBv?uDEu^M}zINO(_-pG(`
z=BpD7R;;6fQNE2@Se~NLhtqk1SaKv0gnc<LD_0M0bW5>Vnq6S2ym<ER(`S>n9}e$2
z+?hracmyT*#Af;>VSJL%Tha*;1Xc)!>KT>n5fZyOIwdk0m5Ly+*&>_8URzvIWp$M1
z<Q8c)MQTN<R#9b8)thy-CRMSDXO%Dt#5AjnQKaD&>%~P`QfIcR)MBhFEjrY+`_lRI
zkW)Jkvn0O!_x|yjwhLbr)$XARwXsNAL>g&JOy;`HQJ-uI_YF;;@RiN&7cYPD;4SwW
za`JB6xi>I0+|}LHxMPRC(7EQkec}qpU6=>{?CLrL(km1M>H?+$3&8`@9zgzuo#9&m
zn1_dl?%e%j{@z=+rzR&KKYH|zzxV00o@dZTS5j8GbJtGy>#Ts#u)I7pGz3rGpU2I;
zw{G9aFDMX+#Cdu7Ao&9N0^dSaR#sXp7Q4M*@7~6i;|Gr%IS7<)x7!=)OMC8~T$u#!
zJv;iO<x*SS@%>IHSb?W2Bga?z!E0Ir6I#EVI^;&*|GcX2)XSNXtMkKc%M-_3pLP-w
z%$mWIJUx1IdTQWZT>Js<1x*a}UWh?(31`3zlanvUhWkba2S<hgdO`SoJo@<V*xh^M
zcb`o@8G17~voHgfK9duZ@8HkK=+N_t{_7C$F!#s-((cOhVwaV7ZJe>IXKfJ18P~fC
zf*ss7xNR-p%oXnd!}6e!aQ1N-ObMBJ^~a}#xO>p1W*4EI?Mgq`80Kycy?H({I`pc)
zf9l2K@xiMD(~vX^ob%m#>+ZZ+m{#B#(Cq5w`^pdeeaGkBWB8-j|4Zq;GgJMuqu1w0
zIw1Vnm4*j5JI0RA4xE^Jd46o@>AUCp-E}ZIoP9q3eMtG;<Ns%DffxrcCqRT+uj`b(
zhO_TVY+i7UpN1<SP<`Rz1+Lma-Gv`xz+JF3fY}=$8GbgPe+@2n;M(U0-uM4-@1MuL
z5lC(%niqo=BoZa*bR~wTr$}>{Du|u83$h$SP%mBOa4n5R!t7#UcB#lzF3zo%TO0L|
zo?3EHVA)B}sw1kZaf)i3vJNe;OBYrmrQ2vZN2OJtnUB1*cT5*_%ocpbz0-MZP!NH;
zM!%r_u1UTwyYHIby9T|`M7CCt($M`C`o0UjU%Pf!VEUWu+udSv=lq&|VsUK*hCAND
zMabXrIegXQ22l^-TgZdzSj}InHSS$`%e{HPy=^NwZ7bPe2|lw5R)?&U%Z3v$v0|yP
zW1$qd_w4L}D+{e(%y-|OInn*3topD*ZpLO1ka0;YBua$GiLfZMkbR`OWT(?g&rI?E
z<bz-Q&!7G4KmLR7MlXNA&F{VU{szxavFH?ylI18+<>yE^^b9;Inu1GUQ_^Kze4$x+
z>Ttu&i>>#sc67Duwj0FcjL4u3zw!U{=PBVEN$DYMd<>Tq$0kIvNl^lNte71y;U-A9
z@gh#Fm=~uMCrf$p3_>6_%_}YT<Fwe1FligeXkQv(GnKFjkKRbcd$HMpB1x27mB1HA
zVu(IC>Snnf_zN#krBeloSXOKrDIyvX7?B<ngN#hTC8bkQ7%qh><J0A0f{=$72`EYh
zMWx2e<T!~0FO?8v5~56u7Yoo_7LrXzvFSJ-lPu=ZWdeqLtz>+*QY6Y!3bT|<g@_^s
z;g<uiCe1Nu?FCs*hpxyj%gg0wXR&lzw%#B%7btBdn!*a5vr1oFZK~L2-`-TYzj^10
zGiAFEbG5k{R9+H}o`j`kkXT4E8%1JbDJ(LBM`QA+R2GZDm5XILdSjW*v9r4R*zVnD
zkGI^tbfM?Q^`|#)+`Vz*vn$t*o$4&EYt&e5T$PR`SBnfeP)wzcDp%8$I+iY*pOY`P
z7Ac$+s<IkYMXjcKyMFsFSyesBY>k&H{mJwVSfVe9=1*q_a0EeoafnbFrO>9EEY#w1
z<*ufjBS-U&wV00_)9>9U-L{?KEFl)y@RkB*QK@D}leD%WRc%O=>sUpV`G;E%-Fdp_
z^ZWAZU1^H!Kr(+TksB}6Whl*=DoeUNH$k9J5M-sx%^0nnm|a53DZv>FF$O!<=)f8Z
zF<A~wRw35l#2HHnrgB_%S*FgJqP8cftchAjT25I;UPY><G}dSfkm>^^nz$@;rp1o8
zIZ@f>2sUpE8tb2)8HFQ|rE--y&sJJlU@wzO^wylxtLN`N@0q-L`$fZ^<0%-X$JUt5
z@rd9IVlaXfg=eO+Br!zRy0G|<w}fwvNsUTI#U&w0BvyghR$o?K?I<oaTdW$jRVgdh
zt1EN#b@|2`i>_EFwutE(I!a4N<w@xdjnJW&*mN?BMp|IhmKWI%A2@LL?)~vem_PgP
zeWR~Wc72v#Qjeqxf)h}|iRi#M#HR3M|A>^(1SDUP-Erai&3ip>xmRz>yK?h>&%j7$
zSNC_gcMg)x-r?RepvQs_0UlsT*w(o7$8+z*TkZv#ee~qf<0p?AcJ3^67Vp^U;^(2E
z!4+3L?+Rp{eT#c<-1@?lYhiN*W=r0?+`E1Iw)*;dfZndI1Lw{k0rdTfd+UmOZXW~a
zT^aBC1Kc}yYISr!r1-i9w~g+6i@yI!Ro}_yVAz-+JO=g#*GC=O1BQpWv8ywaJ>T-j
zejnEX>q6TX-1-OGBowUljJ|$0Jkc{e3g`>a`*8H(ozXkD#%|piyYpn?(cqhb*+rm^
z1<0Cvmw(2Fp1tb7H1qu6!V~B6Gb?15xuAClGJ9)QUX;SnisjxynC}LSY~b>RC2Rp0
zUPIpoF#Rq(FwQ+Hni)JhGx>b__2>^1rki`;%q={h0OFlJ+c$gm<;2aAo(JRi?~mWR
zKGJih?~N;;>Yecl?_v*Zht$@4!?PeBx>as?J2*aI76qs1cO~&3{xCoE)&E-D3x=7Y
zE|^jQGA}^y>iE9Jkt44M&W#V;9vy!1?zw)u4u*#(LsJlC_I-!?-NXLpt-G_!pc4&R
z(x9&rvNq=DX5iA>HA?#H#5p*LK)mi~GH|wly4%*f1QXRk;{~A@p!bI(h5vfo``7DV
z`<AWu?bE-dzxUI?6px@(&(L(ANW_*nY)A?z3N${r!%g6&68Y{*A@Ja7GJ&5;5@pgA
zD3%7pH4w#lOic-0Rf6Q^r_gg#7<uU&2S!qfkyNL1%Mik9is68y>_Xm=mqnd3_A_&~
z&RJ{6jJ18Hz$O1et;xTDtZPy&aIX!<0YiJ5Yn-twH0<~23$u*7zcMYjICiZ)4U}68
z^qO@pf?{0I4p2SoLTgxG^G*Qz=6yBNVy(OFYx;ew_qw6i&As`Zt55|UYXy?;*Lts;
zd%@lS(3{)k;$Gv)71PNjYx{C>=VC?2O#PYHd(KWBJUe{2<JtB--TJH&8j+tKlad)3
z&Cbja<4{6Wnwd{;sVm)AUdTqJZT0x*-~RD`{NjK8(<UFEfWTmn_3Qopz3|v%wVZ0R
zNb*bq0V{)oi=`717=#2GE?y}lG*ntz57l=zH}0*sYXtbTXkV`n|7rd2{yu8!ho~ff
zDkh9cjH2ViX!uYDDU3x8=Q1Ms>}UZeTEvf)i4&xPI4(Vmg7rrvuS-w(2%Y9ZKzY%K
zn<zwIENVRt>&akj7Kp;->Uh35JOkr_z;BeOlXbaRnI6fOCS&LkN!Y-sbpP<w%~2U4
zaj2LSLMoDuA@JcJ%0My6C>E6{=27HgD6&*YlJE&a4u(rdvS9u(K9hz+F$g#gg(6}y
zq+FJq&sGT7az0lj5@#tydId`%A_>?iCKU=OnkJXBG%A)>O;ak!G8suGBg<8EwVtIl
zar8jK`4Y23mR}^zE7TTN*tYF9S8iu(Oc;&?$rPelLIO`l;z@B#Xl)a+L<+V*MxwH)
zG`38lG#PS=3LK3!b*GLtUp;&7!S(A;Z{2$E#f@uMu61-@*m<ZW$63kOnn*%9jwc~Y
zR1~S2AXXA3YMR=>GMIU}Hm=!D&(5b9EM#LICCADrC?c6{DN21fSG0-5@Fmd$*}^c9
zJVL69lxrg8+60{monOeTs8#LWr`vZx-mpVbzg@PyQBYk=wiV(m1*8H8y|9#DUc+)$
zpbQqYF`r*nXE}Ic_tm?Nmu_ks4q%P8P`VhnH<qVPm*=1~`3R*Yo~MiDXp)7-Ot}Tn
z7YCrLx1)77S7~iXwH2YVBGopO)+PBOv_&aOYrH%!MrMgqTT@NN8F}TI*778CVW`R&
zBG<<0vr|oGWUeJ$ql;iLgK@YBEH<6N5a_fyHk-4o!e%R$iPW|n=k<$sUpyPTdi6o|
zw*4t6+Qz_`fCOX&iV{m?A$W3*v4E+!BvE<sI69Uk#xq4}C^Ch{bJ$86Ya8lHD@!2I
zK&doJM0sktU9T!Ks_lANuAHOek!4h*l8(xiFsvGpO)t&UN)2+MK`Aw78|rFm&Yiym
z7T>Yg^F4!;C%Qhf6xXKWS(~HMLXt3%X#}X~bYg5eQKZi8yzs@1uep~<Wt#FGS8hLg
z+CSRy$G8^&xWE6U+yC(R$rF%;zsbG#axD33tscw=0JqSC4Pg!tTz2)^=XztV!DRm8
z){XJWu}6;{y7b<Ps%;I8kkatv+2g(Y_m@>vZg1Fry6qG+uPrVwEUzqsfDH1odtRH1
zkRLz1b>~)r-64@FAngHmK6v;*^NC|nEv+pl+fJUlaQfc;Gq-QIpFVx`YwmUS+&Z!{
zc4m3BW8~4Xi*2><>b<MuZL1T<;E%oweSv!+7VLF1)KBj9bsH4_!d@y!FoPDh#esb*
z6GvQ4Z6mv&!42BnpxN!avy}nupuWXvF79=yWG?Q7Fn{3Q-my2mqf@;jBR!*iPez~I
z8@+dH^w!PMo43bq0a(6#4TGUwgZbWaFTfADxF^T@W=3z!51d@+sa$$$2kQbP@h(Fq
z#`Ch-p5p1JMbl56(@%<K9u>|#w9h@rUwmSB&9+$Uaa$dz1{j9<7qflGW=5`0Lwd#^
z_c_4y>iN;vvyaAR&b^%N>>Ix_{OHE$4X7)_4?FwDPV~$jefqsK6u|Kd5fHuO)1Y#@
z56D~Y{VCD+zY6z)n|i8mcI@W-5R5ehTl>+~$s^0dO>jL0liJ3HdPc$R@|}nKygwa!
z)zQ27=P~V{@?Ai!aI(Og{c>U&pckf>yT^;TXGw$73szomYeS;%)vui`u4u9!Q-3|~
zg~SF3EBkBYmAwVsZ>{_-x%WNq$oGAsKJbhF*gtmN)_BjrM6cjv@6fdhN!%C|@3}SB
zbwANB;$z?NkNqM&w#0b`By9{z^NYZQBr}7OSYF|z^&v#B2*#E~aTLZ7Ps)oW<Yll+
zS=om)HCG+S2TRY+JI^i_buScl%{k7@+B;{#@#|t>m<j>aIq&Ls>w?)9z`dZ>F64F0
zzeQimnI%it@>;EpV>`2AUMp83S?98)V<E474wPhft+^>&-ibWe-nnRj9b7})exK^#
zVrEyauWPV{3wm8ni8bg2?(JN)0{VW<y%6t^cgm&r!k)Rny-)zar&lbeSL_`trJak_
zoilaq6Wd$+>ki#1t?$Urtz%GS$Ycy6CW(}gAjP88WUL&UZWA-xcT_glm&vHum@VEO
z@BM1s2fqss4T+A64+sv5iV7wZQ`It(%`7O$;YqleEOI=Tmdqf=p;H4%$Ow&?U^59z
zt%_U?lb9JAvgx-U{p#;N{?*@wZT@X$k}nM(&ZfmM$PpAm2m!m5fZIYL1v2O%Tuy{g
z5F-)CNyTvzK@5i;j6-fjrhSS-dXjP8bn+%D$rpoOhrz5PQ+-(603kR@c>!stkJB+8
zTuGEND?^cm;L4Mc<luOOUrhR@==9Ao8A0*Lh$Kv0Ix!W)z+jm8ObR-aip6rsBq5V3
z;ZVhFBA<q4;?qc(N!ZjROaP5Qa=%In4*KH|7zUQeB~gVmhJ?wKu;{?RVirrrW6Ahb
z5eLs@WKxOg6e5C2$MU#jse~$5kmYi+YpJ3tG<21orqq*V8nR3aDPIhY5tcloMORb~
z#WR@c$}FbJz*ZZ%nrx2Bz>umra;?H>QDo(E#Y(O~CRgh8dXvd$2D|D0-TO{8pKL$g
zdg^G)p}hwhckHRC-&s&zud$X040&`#7D1#!^Q1_w6fIETBpRY3i=@sbYjX%16H2a6
zmq0U@I$5kqmTKcgs!*0FfX>^>;DvA{u?k(h#u%;8M=5mC%B)mV0llJ5)pRhwwLRzP
zadvqXrLb67yG>YAPqr7~^K2BGlT=WI%FaU?%-9?&F|UwnEs@piEN<;CIdx81*F?&7
zCW>^iTophsgq{%$g;=dEMQDg+tD~99D26hcp^Rl~l7xm-i3uu2Y)a%C;(1x|+^l%M
zF+rFUFU*PJ8^d{7Av}GkI6GRM7ppIb)>*<ereK9GObOg;NHG}Gv$8VOsuYnR15DR4
zu|TgiTJvm0jzWlk%dyD#GDl9~%}aNlKOX8jbG5i^dj^)VIU*@I5gCo9WU$1%Y^!tk
z;cYD)75iJt_Z+EdI%=<I;7N5NnXbCJVc(tujkVj0tq!eJCgre{0**?^QScdJHi<(<
z@hK=Jhm<X5<g55roz$8o&(q1XRnjcA+@RAsoyEsmPF}ltw`XAd;q#GG=RUVpG$do0
zz`Ze<lyo8wMH3^y-HoL3<i_J2m)`mu1QJD2Y1NGfPkRSPzpM9x-ZD7&d!GYv@4!Gm
zm>-~?e3N@Yr-fWSh|@J1vs+tFK{o^p4uiHRpx+A@FKM$(dQ<MzTb~b44nKJGprfOs
zyu1RkBOX4!-`D@Vqq75|$*OCs4;(r0`1zxm#p%W6MVOND`+04RJ3tl&^sV2%t-xlj
ztFLQ5e(dV4EBBw@gSy*u_tw)}kDlKi9edc<d*e)}%Z=>vIn=qh7oc}xsCDrE!HcJ>
zzrno|?O#qE2Xmu~c%fb$0jq-xeScD~FF-Hcq6LE@h*$8Z+-+0*7LoobPiH0{1Dq@k
z?tm5~7nu+3f<QBfHCuz;AF{~4eR04B$nOQK11tdop~hZKjZBUAPYyg8e{z59!NakK
z_s8zL(09y*zCEv=%`Ac7_7(R6{J^OM2A+OBxi~wzG<9>~`Hs1V`SZ}x2K6v+`f<_d
z)2hLqZT-DF27C98_a1xo?9iLXb+eC47ki4`iN3BphrTj+I`_14=J}zSv3q~4ukE$#
zxXrt!To1gO{d{o#eE;ONueta0k-L|Ndb(bY0Q!F4%v|vLUg}?bI64de>bKkrN-sdK
zd$!%TW_-LoTt9B*zY6zG^?}1=Zm@M}<PhA~_;TtfggGn@?49X5J~4QA4SHc_-?ty`
zQ~zw_^<R~HPdr<>^l|}atBt;b>}c0)J}5Z*p!vfukvppa=9R#>VNiErlm<ZW539T1
zMdH7Ndqq+?R9(Z)Z}I0JoyhjB{eP;be@pKDjc3SjJwtxCG3<S>@DF_=KJo>=T|-=-
zu#dchKiClX-ukV-`PBbcANl^`1Mgpa;QMbMZT{8ATmS8&fZwf;SidE0{npI)ypn#s
zKH=A%Dew89)&)>DhOxaP_>stLnzl(_d$suFNY%xqvJ1<l=a-7lE;zgA-_oxOfIH`G
zXXfk>_yFA7y$JLR)ass$X6an80K1-nT3RcB*k!Y;T*RBxxt!av<QgXdN^je=yYk!I
z7UDS<Id=f}F1gTm4RPPn?;7{Ip!Y5J7Qo<RfZp$LuLZdGw5y#B241-P+93SF+P+fM
zv08Cvaa;FXL&rpY%d?V(3t8qyF2{&Yqh!XU5fW0k>8WZWT1Q69(8*Q-xvin}#P%{h
zkAjQ~iwN)y3)+&FmXd}<M#sk{B}X%88CnI=Vc}VGI8t6ZhZ-kfCbLMf$YlSF1V0Ko
zoKH)V^N}1%e0<nCpLPHI;jjKLj}Lwp74iWVv6aV4kciUw+yn+a0*Bj-M*HIMo1jUJ
z%?%fbqQ#O}nKVu=jT3Ogh*&Q)VjTgyfkO1AQ~fApZ#4Q-6#8QV$&<?PWpcNWnZ9Z0
zkJ2%p(l~)aMVw5R#+4?d<NRaNHpFH4C1h?%$P7$CgeD*&QZR7{avF+?$RuST$eF;v
zBp#6|VX&kOs(^%JqSNuoDVX>)Tq1&)ilZZmEG(IWqi_i{KAA3{GK6%xkU;}f7BDFS
z7Lmt9vuH>r4b5g@d3>T+LXygf5;;L4CrXuMnVPE5!V=AsAUPt8K#CJ7@L~l;q2py+
z_}O`Mbrwyf=jct~N9F2FYye}qmaWW^8Z5FbGf%GNNz@XBUarbgDD_5zrL?%RwrX2d
zd2MM?xi!Bq+icgG9qNLTtl}DNVU@sSBS>{|M0O;Wo&u?BJVgdynZ{Ejab$^5JVl~F
znJ82x2-Wc-b&Nn6#*v2cWYH2$qB=W0yCBVEjnkT9)W!t88DlS#?Kza!+F9IvF}L|7
zxv)6XWCrx56_sKwR!nXI$?C+KZ3!}MoJ5T@SO9%dhCFIPiMH{8wqZZn;!KqpV|l6=
zjxtH8PZb-}B_^meadxu6kidl?L3IpM8Ou~9aCJ%itYm>Pk!Og5bU}tXlBSBFt04m|
ziff4AW`%L}!8~1v$PlT_jnd?XtFuE@S)nRjxJnbPQpKs1iAq_zLW)sJ={l9nY&6;|
zR;R6~$XW;)v4(7wP*$2>eD~_To`-!cN88L6XF8e^5SbJdpB{rI<Ah3GQRSYt^KD-|
zICbrA>u0xGFMiQ*;J8R_5&-ws?mTp;Wq;Gb`s(_;T(eQ9wU`WfIffjg#-NvLRYHSW
zWX)C<n$&iKyg)C{(<>}`rP-j#G3bq1Sp_h@VOP_M_U<b;A6&lq=xE!8g0k&t1a?Rw
zI+G%#iS&H6g()?r6F6*1*50G-r@F4VeGZULwtMgX$Gv@hLnCLpzwLAQF82ZkyZ<CT
zdHRmt+toERI0&QMz-pV9m$z@<zVqkLLlzm#Q@j4f7clces?_LBIiKCSIygD#;@<X-
z^0IPBU3mEDKI8-3xOu(hM00snMRk2`=Y_62kM2Hx`uN(lt9$nBhMZo=k#PHsU%q^C
zqV+h?GB|tp9oT#J%Goa-egSpu-nEOjF5P_i`Na5>p_li%&z$~Y?!DMnH}d%S@>u)I
z82sHo<U(H{-d9Jz;@+QB^@Ts#;7*)}`MQu9`{!}*SKaq_7KaY64DWD>y%R^42KUYn
zwyq_ZeOuT4K45eA0fEyM3hoz!faXqh7<o0=Gx6;4*yCqo&z_DxeXIIDnR+t4I1Q7d
zp^Xu67eYKhx?hX<01<d@ak_7&|Mc{e?K6)`XCIZ$J*|J;yJzV6(ViEl?ms{C=*7i>
zm)9ryKAY@4{`%RDnWxT$-a?4&by-RV>z83t+Y|fT)0)}AbALR?Z0(W(OrDS~ac^Y)
z+Ti4kk;g#hp!a?;dh7bgy~{(r9eoquQhkAl-2PseI0oTnkKW;4I6iL47eZlS3K%f(
z_Z_hxvHczH1;^~lPy?K-Sy!&|_zw%(KjJOE8A<V@zj00Jof*3Y(7QNzzy-bF?41H<
z?~%EehhO(~jt@QlHt&A@d~9@da$*9qe4$nFyD<4vZE-2{;OrfTx#q547WhvFF0Ns4
z3J@>cssMWfG_OGqBS7z;{f>VP?sY4@ZYqZLpFF4c`#AY;$-Tex41RAz$Om3wANxdn
z>KnOkQ<TT1sP&s7J^i5~T(v2Dy<eDzPsk@5gFfC6^vTB14?RPE^KroY>%+YQ(tU$b
z9-GqN^Gy2r2hsoVtFZs~UxNPbe+U2UmysWDrl5G0+KP*1tt0iHtyF)uT6t-u{K8V{
z`Nd+8f4k?3y5<Vcfcy*4J7@0#?wxmZgX+7G-|_pQz?RN=pkH(6;@7og?py-s&Fx&u
z>3~`^x6kLb%@&+~<F5R+H~DQY2L*`0F3A_rw*%03<ty}c1Mt^NaQ1@O3(#wI*BbW%
z)_&F0=9*u;n0v~l@fz0(M!W$V7oJ%y?p&?zTHJkMv8nr2L-SKdRhv-az@zwx1PnGV
zos)r7U{QJ^N`p%mrbe1*h~|p?=GsEDl*PqoP_gM00-C|35vbI}wB)pmSS}lxttA&1
z@a?%w2`7m~iWD*vxzt#E=2k?KFBCR?3k?^JN!uLY`wNc`f9CPg&$jsfYetF>hZ(2W
z;&V(CtrjB`B@&^%9^-?-`4TBx*t~F|Bt{~SlR?R1`CL$gH=vQ967d_TWN#YPhfLat
zMt_V%eTc=c!;?J;lnpqtCj$2g0=EuJ_NKA}1@btiASx+yLuBG7i3s0RbU-pHC=n4H
zpB|i;8J>YpK$75AHV{w-j*g&kaeO&Lq+;=8GzK4!r)A)%X=D}();VGd6oXHsa&Tl8
zmdYh^BrL9!L*p|jJO)j~p-Tk}nV2D$(dBZQTuGCw$WkRvC`I!nD82+Ml#!$=yhxtT
z;3iX<X$%g6BgBei1gR1)QDTJB47LEl6_I3Wib4y!VFgmWP)-yoNJ0fgsGtdz455-G
zQn8@~N}f<9mg*!jolv9}3X}qo8e~b1!l=kADc*gwY;TLMqz*6D`z0XOMI?n{Xt5N2
z1c4ohqWYxbHi40qAxaVJ5b7MXJ`a_ZkIc%?&|5MM`Dn8PS5QK*m!k`clMH!@S(Z#o
z5vyiL-s$f0i=UUAy=*wtjJFmgsPs^YDt(gLke-!`HQSNK{Ai&noGXnJYZ7JpM5!)A
zlS?Zo#Tu-eaV(EyoF9t51<T%yX1PX$r_+LP{4`NEPGiSw-Q~cjtm&eh6hU^HC?{25
zO5_+~8QLhwI-_f1IEFYuPMjz=R$`8p=0+>bvD*B&to%4bUW~yUr8h<>)xjcRFpm?#
zXQxO6WW7pk$u__oFsIe($cKT=Mftf_kja&rT4&Xxn~xw!cW2{%sazkQiuMnU-5iw|
zjUrMM`rNAR2f8k|-FVP)`Npwx*ILefUbX8mkuAZ|ctvG(hmN+MZ0$UL;#3n1u-Loz
z_=%R&9j98`Pn>LPIeGe6OY{B%d$u)H0tgz+dZkG#&oyZ51r~?RYRSvDK<YtRRZZjG
z{VnbLPjuBbH5=?zNV+%)&!Nk*mFChM=Qg#a49k?!Mf&O;ha2}DcXMxZOY?<`7l%hi
z2Z#SaU)zu3UYIfry>CTu830G6u&^4k7`DN5@tPb<0fWu|KJJ}-HP+kT(|z%5X+?#}
zoL5*<T3O@Db^r%&Zf-8zelVDFA>RyQ%^<)2)~%bzjvXs1f>Cbf(u&gBZ4jkb3mI@Q
zm2Ka_-OnCg?(ezY)p_z=?)|RM;lk;9m}@*gczV8X&tiY$%34eNyU_a+s=n?i32?{u
zt#b9FiRJg*_eWR9_O5l`H!lnxogM6kWV1j0)c|w>eSvu0=<DwDav|-jvEhlK0hmxd
zI?y-T2k7foeIHLfd9(NijMj^bVDbg=Z4nq4qBdY1CK!WGJ2~=ra`5(>k=wK5cju=b
zK}5jV$irv-Pp>@hzxraZcL2s)JRKdnHP(N6@@e^-Ck2ar<*t6W;Re^-ik_l{XJvCQ
z_Wvn!D?lv=ljp11`Df#EcZMhKjy}CJc6$wdZvy&W8@UhY`>yKic8Y@U7h2w6<`?*T
z!PEi&>bJ*gje94@$6O=8UQK;F_~PwuKVsz@+zT$09ZSQ9=O%9dK^Mx8c-g;@b>IE=
zw@UA@E4Ku0836RIPV8SCIsB%-ZQ|wC(IGIr{Ncyg*eKk)c|P{n<z4_<z}nu4IhaQ6
zf?n5Pk!kpmg#?n9<8PpU%^g+u!<}nCjKn`J_x?vIy>1fzTXOIF>p|2F`PeJ$Q=f1T
zzerCY-c6AkHbrcN@(=gg9O1n=!UvZA5nh|ZH~NKd@Qv{B4*$?2_>&D0K3mf^1tYz-
zWPa?G{EH8w{^1wF|Mx#_{_lV9_uv11)34TLW-y%EvUBCFL))*c)O@yDb!oZ${6gv3
zIp>+_!p=8^ozsra>B2L!ApaJ1&w~r1=q!x4fN0-YK;Qh%IY?<J=w8h4TFh;q%W0d<
zX`9RKSa91OT-@8~Vqh=>gH6KT0Rx4nt!~w~eXWPi)#J8U;M!r$=<9L<ueGqbmu`E*
zTjD*lYU^CJb*$Lhzs@m(0T!p`3jlpjFN5R@=nLI#5cmMl>jds?Td3)r+jnX4z}Z&~
zM<3csk8`<ZutlQckfelkF&d*IVD$J*H9AS08eyWQA1pHLFUd9XNo;Hi9hXigVc2Xs
zkw%V7j!Q|6;Byc;I#Q8^QD7uXISCv}gpe7>qs5RhL722nnMvNr6dyctD<Z`wWXrGo
zeg1byz^@bIJc#&UsU+Q6z;+f3E%`KsDuYZ7LSnqpcwao(pT-Vm^TW6TP<<oB;z%Ah
zh=AXKK>_!A(kR|ch98aQjlq6`M1P3EeS#&d!w{i7u%z{9;(7$m14r@Uh$0#Mh*XqU
zY>G!Ra4%|0GGc2|W?)iga55q+4IPz<OTds*any7?HJ!>qixhOZmLpTML~<HifM@gZ
zLMc_IW~;LVYP~?BWb?#SI)}jEkp*(DK*47US#%+rs}KvdYN^p6%gK@Em?b8Q*p$aN
zTENiD(3n{ITy_>z4nva#+ArWP6kZB#bda*8#fs$!o+ypYgC$w1qiGBTnHncn5+o{|
zP=VrzQEV}uCnxe1B%XrAm6M^^auQPtW0)}nuFHGDkPz8&G*imdn62CQJNFz@7uBGI
z8jpzN-))WBoJI)6GPfegUdfn`B2zpPkYN;lszi_0<q=E{d`=<3Ttv((rr63E#Wl>*
zdRj>>!CsMWvZtAB7+V>yZnx!RS7GO++~ziM{jPL_C5$f*VvB=VVvvYqCE9eIIYng(
zWl005f-tr$lB)=Z3^Ab=f_xK%`d^2o{7<jYe+x=_KQi;9XygZxh~I{!ZA>Dki*uRg
zDxS5TS5U{uslX_0u?$TZQ5H>8$I!J=RCNSd6-H7<P&IKpQ?dlo9vmrZM}o2-T44#7
z<%G$z!&TYgYGb%sA1+sg2t}cMUW|~RArsRLT3LRMsmNw4aTJ2s3q5H$#(bkO-(cEZ
zx1;Al&x5;9oW)hpFc_PL3W!PC5|<K*A`qk+Rbg52-XqmVPZjMxT(t9G)xMUTlDZUV
zcEi$g9p(Fuoa{XRS=YrYM_W$=0(V|KclPR~&dX;zKkGjC`T4V#yC6=ZY3H_rT(I<t
zWD=o9rOeOIvpEWL@@@Lu0!@z9Xf1VA?<}g@XDQzy&n>}n)L5=YVJR=D+FQD#xuCL%
zqsrr{^9rk*oHb2u?!9~Gde5^*07bw6*FL}6+|tsxbN8{9<9&TEmX;QvV4ej?ukC9O
zSQ#B1cI&+_UOYeA+|syXXLED&)vH%VVZV`)%a<=5IIzFGyv*S!EG?_3sH%Z-I7@T}
zQ%PmzjR&`eUJX6zeSGoqMbL5&9X|B5_wm%s<j~X*e5vWs{^Ifq*tyVI0xk#`i~^J6
z3Y|q@{XN!vynkQ-aBE;-;L6o2FjTI{SyWnD3i|*agUDP_S#|hOQ_sVT!!NE~yL77M
z=$`G{D~=qfd3nDXxEE@&=j5#myU(`PcC}VtyRfVOY3HlKuJIT9C;N6x4>c`}9asSp
zaQhtA^xmJ!>+9;wT9|_)2B-+y?~j|6u%`5aB04*A?Hk?q<B(w1HZy$9HDcpkw)qp*
z-KsALXt3h`UXas3%>&~uoI%L%g(x$(>icx++3N)t_pYUDEG@g3*9E;0<?#m00h5#P
zE%12t3g)SS6>|Yv9bx0Mp~>?v=Fh#De>^w^F%d&!FNTM%jrQ!GdQvjq;{=m~EAs)|
z4lm1>dP`k%ik}~x8T})C=)QJ%GdtHmIrDUE;_-Oz{qg(If9H1jepmH{5xO8ALXrbS
zxdJZ%^a4A9Z20zAxw&`k<GY9s4h8)Dzy0c;vjW^ZbP>ittW2~(*Wv2uF4z3%@h`p}
z|M!=@_+R+h{;<+}#O0P5-8VmU?A74q@xh0q!!Q3Z^^T0d1p-_hz+wEW>b>AdxiYZ$
zczkhqW_e<EY3S8l-^2`Lakvv3zybm1^!wZ_Ka9I?zxva1?|+oi`?u%b57!5M<QWVq
z?mDlq^*-UAzTuueVV*uA>%D{4dk1=Y2X62V^70M#_6_mz3-j>{_x6qO@{QQw6S>hh
z)@O5)@0K+0%^B-`(?0M>{Ou=+?|G#D>f@w;{AI+4UKlj1L|=Zk;^e@#%L~<)7Awxr
zm7Iat+evHdSpLb;g4S_c+f?D1>Eg3<CBVZMmP*bqInRO1cisl_Z}(#1`4#7-Rr|RW
z)2TQ5<C9q@rc9@23eK)r&w)V~2B<B;O3{VY;tQ)K=a!t{9A2{xL-(AcYr)aI<T$%x
z?_PmeU>Ev=>f5oL*SX^AUjvP|Yt_0|HXvRX^sd-CmaXls<X#&Lt#FTQb4_hq0Qnb8
zzaR+PyH|_4T+mwtVGhS%SGG>=zc6>Gdt%#xTQ=uWsknfS;SrP2w8V573Z=s$G{__k
zGG2?0w{g&W3sl>3Wdd}3T9{v4uuno%5C)wNfn`DA0WmR~d91W-HP)=fWUG)$exisO
zBcMldDB*N`5E&CdLI;pA0Tf&?0Udxy^+BZjknlltS|pPhtx#l^l!~frm4!~OMvo*?
z12WJX(F9*CX%mj@ha>yqNIqoRCJr}<!wDb}H{!7C@Hh`D#f#4m;PSTM3F}Z8(0f0@
zk=Efz9(al;iSA9HdLgju(8P@_K`2`oNuUK}V*OGPK8fkxaVg%3>6;O_2m~%FB{MV?
z5rH8k5vgf-G6=C5A}OFKTW8?wviM33OQ~VQiYZrGVAERdS>}9=-Y6Bz*?cimtl*24
zLY|b*SBMoxy$<HBIvgfvNltM^ZdpxURYP8NV@}0(bM?-`9S7}=`;6taT4$NQv|LwG
zrgS)EHix*t#?Q@TWMz}pI)Xw&(PZ(>1!8NVFyGG0EnsDtDM|xIs6=vQD6SmMk)zl$
z3|mg%sY!e-iL1dg6-bf@O%{_l8VpkrjbbE__$-4>oL5TI<|Q%28)7m(3QgRUiVr|i
zH)jI(Vn2*Z1?~-{@RP+lq{fWNvZ4)EoXJ74ma&R!`IU|QsvV5ddZN7&X?7yaMObSY
zt+ZaWeV=&yK4w`xD#sqiQ}|POo2h(%GS8R5-a-*X3$@V#&1MpR6P^=HmxMB9ffQjh
zM@`5sP7)da*QV(I_OBlQ?cX;1-A7w~?jQf_z|@~_ieDFtM@aKTjz(?eK}AUuC95=!
zp<5qEdOsAoK91~@!rYY3-JB`diV}s9)QJKMLS2kCR-%mMi7H#D!01Dht|#(6DLgNR
zz@H}x5i4Sq>J+UGrPmYnI+|W1%+4~{^6bTqvQlTMEk8%2%2unL1-4@cj`Y76xPAM9
z&X}8m!X;w}@n}MLCME(yOkwd+A_Z2eL5fsK3_%84!qDW9rTWMWLL!E$u@pA!Z|=Hs
zqx;&8-A9{in)WmvIk^4E{_;KB%l2&Bc4W`K6NittpWL;3hf*OUk%%M;nZ<=rjVygm
zp2}zuX-!NCBy1R^rb1<2xiq(wqqE_K28O!8QoX<WK*#o@XDgddn~HbnZFSblCUbG4
zn|ohPKwJIb;sOjPc>Vn4^E>zNet!K6m`O1;HMzXJ1T{VV2C~Z@uRQ>U-@JJRFbp6E
zoD5EetJki<gp1zZUbqPk`~%@*;C8rj<qAw&>+U{#@zSN6w{Kp%ey#P?sm|^*&jxx%
zXGZ(S`yM`f@Y$8iu>Ix8%Za)1;pyStvFEp+-MRS1<+jd_)2G|cojZH!^2Li+FJ8QI
z@xrBxw_(8X)D(ahe3+r(f%}i{T>1QR_t~z_&Q5qEfbE+%uJt^*`DXmy%=nFgCui<|
z(R}&h{u|d0PP{nf=HA(Xj=@K*PwyPNcW3{@M=b*bR|m(gKN;zGJaqJB|GtTVriIb{
zYcAh4i|<?X{foW6?nHv6MZiU9*7-ep{Yh}Ort|{zLPy)X-S^9*$L2;a&5S>U=>vb#
z>%0R_Zq@f)(gO&Da5?bq0{6N{SGZN*7n3jE%)MFDc$XID=fU9shzondP-)m1pb_?m
z2RsEM#2OSY!VbN|Q<wT&+<R}}_4DDe{!xg>dpOp2ZtB_I*+({LYJ=7`m|?MozLkql
ztaDE)W(V45#viz((RV)QH`ZOFios*?W_0RJ|K!Ar$^IvkPat%{&Am59zpeTLAh~5;
zXyOA~FDShLz272R7=qy9Ue_J`@pq>oeB*t;@AG_j`()qD&}VZ)r@rFev8E+g+QyZc
ziKpL6+xRnI|GV$_r*HWKN-ucY4}$6o^ZsTBPQ4nrH!(IaHaZMv^SkKlI>qBIHwbX=
znZKsb;dsyL#etQZqbv6&R&S53Tpn2J?pp%Vb|*G~`}dE=HN559?_2q)xc5I+>HXVt
z@5k$dKJg4*w;^P`SE#3V=mwwA4c;N1UP0?OZe71&%X-hvo*TAo^a}9t3G(v|@$(Dw
z^^5TJi}dx2_VJ7L@`>~EP4M<h+31_PZexmvccxzeX`?^>-#$q2@WW$S#aU%t)vW`K
zpDol}oUb@LUD7#K)HdNbJ#Ife?r5JZ?08jl=8dy!24=be{T81C)pyR?Ih_x=XMnF~
z7fUX$Ixnu8+h?*{UuB<qZEl~lopW(-PRD$1=Yr$HYUyXIWtUdV&My~t%@=mg+B;^z
zGhFDBj+dS1RtnFp+94Ya(ttalmJ2#zxZ79823yxElpP9~wi8;_mhA0|j<$uhnlEfy
zE7;NwUxFQ0i@H~fyH-m&SBp>27ayOhX`MK9e&#^OP-Vl#9P>^Q$HahWgCrCqF;$$N
zrpicCrbeqXq7B&iLN01ouDD9i<7P%B2W^P(Ul$X)35`lY;xeP+LQ_(Lr9y;Rhs#lA
zWJyz${5TOKl0yon;{#~8tyEk9oft$Xg+Nh>!6ZTul^num#c;WCEOs<#yk(V=x&}>Q
z30I}h#FG3|5FTivFOK4mA^W0<-bnlgJlUJY3E*-AXjE?^(UVB<0Hs$X3gQd4;s~E)
zB7cX(e1OJ%gdu!Fpsc5|d?^fH6u|>c@T4%e&^f_mMj)27B?Il7l<pOuvN0)r6Pgf#
zAw;EQ1f^sIWAJf!QUV4SLnI||c_^8jtkEzv8kRyqlgX%HTTrW6Mx)4Nl4WPhv^tSQ
z%HoR{0x@X69JY|dmx+}|gTZRGl$2R3Ywfj-McbQ7cO5F-eWbAQkaO43szawM51p{@
z*lTUvRlIjUR6*koQ%#+=v|Q#W;^!4`axCl|iy+^wF0Is8)#)nhH03o)XQkL$!p^qR
zbr!nTLRFi|iX5sUm!-9Gbq=n^&Qcao#kn-GnX9r9g~refYDgv(CowSeR)WHm!jf%C
zC;B8|0+6&|EHeO2_sbx8B%r+0i7{+BQf(%h3dxodLavi!DPcIOxn<kMHM>Q%d$<*i
zjFNhCVGYSqMJ}qL6xULV>+sg{WQ`@1tMI}w)@716VwfAz%umz7Q$i1<NkSNMe*%9C
zQ4r2jM)R~$91X<ta_sd4L-G0~@;`Y;{SS|jfA)_0AOZ!%`+g|M?o7P8NL_xQV0XJ|
z+i`k!RWwEYK`8p?zKOpJLVg^9_lTi*C$Y95L{YRXgu+SAsiPO{Aed|8<yL>1>b-Q@
zFXA!3Ov3y&ljuQY25`lRYCR^$Ov}q>naxbSj;GV8OorS%bCJVZWXUziB)M8`V_p53
z_A`$kKRa{w0!J*3OioS05#WL+3PXs%l42-KxH{UDit>m~{xBqFeN=KdggoFFA!)cI
zB1>wrmF+xmto!o8j_%y@N~t+lY0H;c%^Z`KpO=+g?W{fkW7ayF4jq&zlxawGTuNF}
zCJIkyQ+N^r#B|VL3?DO%B4j8n0;7|yFC@v#sSFiCYBtv#tUlCTbEvy`XREPzm%5-%
z@7SiYRJytM%Y~P#i^G7o&^<KydSY~Z1mFjpkI+)Gy0Q#vA4q&~PaJp$3g8x=E-%9^
z?**{l!3+avbA#XoK%v>$nYH`j^B@L}j0^!G_xAR@eAzekYGQnH<k7Q-51!rcpX?u*
z9f5$XzOm;|UOax<_jF)tV0d<DV7kA5x_@A1;Q9FTdr$A(d2r`(@8jNqUeF$2jJ)XW
zdp<Zg2r?rGkDxft%|n#u<jD9?Z|}1wPaea&4EFa<jrPpHdb~1oXZiJ&nZYw-y{BJ1
zZSU{tm>%p{9%)-1X<ZyXH8a>f*?(rRulZ&F$(JM7dd6?up15#x^z?&)BYpk*riS(c
z`u?EmyMJz^8wMG#MTh-?6ou~~jcd*n$h>Rv_#6Q6cXs%u3<&Bj<a)gtn4WwN=?&1x
zHal@=ZuB!ydI5TuMh-&vJ)};pjO<w)J~lTFvAr+Xn!>*MB7Zs#eZ8kk`~;o_$@gpQ
zajU*Cwe9r`oNl<rSp+Q?t~=bU`z{&*6v0N|O1BFF0QlwD>(Be=F80me?4N!#IN1k3
zBEv662k%cl@0@;AzVIj?@*iANEdYH7>z1Bb7oIrgp6_1sZ1ntq71sSBA$@FgY65N<
zJfG^lJAU_T?sa85ysP?l_08NEoP~j3Z!;Xed*tCK8sHs1KP;yv$6vqx%Ur%w{nH~~
z%nf%!sPdPS2Uf@Ty14hNYm@Ki`L9pGcR$`wv*r7hUVvVg6JxM-dib-~6EENhe0??Z
z_4Uje0=v)eIQ#}rO+6o<zR<q}bb9y)GjhL=IsfSP6TM$v9{Te7sB3xV<(KeAf1$ej
z-FN({xc5I+>HXVt@4EFt>pX+jZwTJt72@R`>g5f~U@x!04I8#@@Z7w?(|@DqX0MG~
zeY^tve1bOlhWc-c@b`=K^NsZOj`Z}5SnnC-xiQYuE74<PvX>t+FpR!AnEL*wsT=)?
z7)D`MNyoPKp{DCA^_S<X&P`Wzy{hPbU44GG=F)u4rG?51bH!b+0f4Qi$E~L)>>aPH
zZBscXMvcuQ#+Fg@=~qSPmjHc>F02%uUv`{d0qqyKH}4D#4t`^5n=QJuT7G4<^x|sC
z*#%crn#=0&1`H1{7P;swNXIKh=T;ou%YeQ%7zTG{#m%|}odCeg*3M=7nU%t>m7=Z{
zr>mBW&p<la5(JbLcPx~+Y95wF?VtcJT2C$6+m@YeOQr3L74361ZEtpTygG9Jb<^=4
ztMj;2Qba}zaS2#Td?q74nG+i$j17~<hbWT6w3(4sdRn7_SDVFCky0qh!HAfxsFVm6
z1IOXf$uu;FjmXKO7Uoj&bqIqrNy>`g5CbSEUqYrA0pUYJZ=w+b=;UBJC4@!}CJ_S(
zga9ZaDUd=7l`2w8D@4`x%6vOrtVqnjY)nY|7`T_j*h*#vkeOQuG(QT%pC<?w2!q*d
ze>&ZVM)P7aeMO=`4%Z)vdOs=o7fGqVOwIUpChC1G@lzVhm(Jb<k}rn10ZrJ5#(QH3
zei(v38owEV@lVO{P0jR2;X+Zku++@J)QlhmIs%D`NKX$&AVSHccos9A&qZ-LNIErz
zh>yphqS2^mJT{(8Org^dOa_L@#L;1v8iPQl6Nof${4#|qr6$*$>nyQV)jPNCF5P*c
zeD~3kT}Q0-FeGJfe*HdM!@i<j`^yd-s%vSfZEh*q59r%ytg2QOmq_gnvCSbXbZW}0
z%#Aw>cJH<9+>^g^uVe3Fd(&Y{!`_^_Jvntv#;V=g(neiLqp_mNRIx9+Y_FksPgc=x
zL(%T+;wHYaGz!BFM=@#Id{KTm+vvc{O$l^K6p0^4m&DQ~5oAFyj_r@6hLU(FRW93F
zAuVr|Rqo=KY~wg<xyAK-;NI$8lG;6zx+Y2eUMNvr6Tf;FvuqpDR*|a951>mtGAO@|
zMgArl@li72;}qii3D}R5i9Q(4R+2b~Dvg9p21yQ5Ya^OUd5-P+ZAW!=N7(swXq7#I
zlNC)@!!nMk3&l(08G2Sut*QQaW%HHdgXcx|ohjU$4e`|91Z2J!jQTJP_i-fAE0Gn9
zRiyCq>ABm5&I5wt17yqgD52Q{$@}NfjQ__!=4XNN{~VS2+ccaHg%hvP;mrlyLZ`@H
z$j#2?sMS2VOsbIUHJWUdN+%W<=H+#qI(_~67iTYAs%_kfq0xil6QU5P7%W`>;KT9c
zXc%^aCVmhW`*Xj*fAI<Um4BE=MAGJD_{pFk*iw<nZmDdj*n1?mvMz<r+>(+Kf<lDi
zkU`jtcn+DHZ*(^8XuW*#SbK-oWKKcjeFDQi_1)?h8nZbn$uA<wD=cY!a6)h@2?SnQ
zehtS^jNlnICsV@Fe3^Bdb^CF1^<lNWk*>0nB^Hjhh^?}H#l3S6SLb>c=KyqPW}$l;
zYIX*o7l`-ERk+IyN}lT`_B^y@&BOir1=zm23OBt$0-T+mhKaFLAOr#fLs-GuKC>`i
z3AO-8fQ$yqnc3G<GZQZ-U-VA&ynNFKeEagv%f46ew6}M>7v_RJf7SDJ^2yVwr!U^T
zc<~An;GR7jdFJ}kr0Z$_RR8e!@Z{7ae1fk&3fMhCIR%w+ttH>}E|UY(qqpWpFRr}m
zTA6B_8$9{uW!vPy<;lU%W(GRv`<oa0o0bL-ERJ@~k9JQF936Xk^!Z@dgOLk2$GfkO
zcL4g{A8H2lofz2jgR1Yr#i2uRFMD<bwALTgC)ar9_Z@9(M-LRsKLRrVy_3B&W4C99
z&Vvd!KX7be=m_8w3>Sc$RTuQWTFY2-Cpk<&&(zotfZ`u{uXl*ctpEe~0`a(+)~))E
zjE{g!3d9SC9me*7hXE+)UFdbM!$$ZL>;UKsg8#_moBKo4pTC^B`Vz)OPCp+W9~l{h
z5pUxIH{bLgf$_wPPaR(+`VKd)^j9xGFL9x7?~a+#Ti^FDT7zC!;x1fyjZck_y&ma*
z^#byH-{szSRo~ABhi?qMhTi|NuQMFJdo+N1LB@1RzGGuQL3bO7)noVOMlURnK{DQ6
zC|H>vJ?{#vfbksf9PPj9`VT3+2LO7Z%?)DB-n<%x-%~gspn<y%^6%yR5%+Zg9H8Ne
zSH0u2w?>!G54ec*yGZ$$Z#nh+%Nt`~-Wqp7Z}YRC9(v&u{^i_TT2T$q>+WLvTc(z|
zS@+%L-_qZ^etn?l`k)OPfOSKByhD6l73|{`=(S<1m*?h<p8j5*{@xol`)=Io=N-7o
zC)nRN%-=6!lW(MtcjU&6k)9i(Hf)Ub+?e38A<@eZ5faG=45xpxA=59Af@eF8Wu1+k
z!~4EiuD>)>*)>_(F;><wUVZj;?S+}zi*r@yr;9r$9j8Zar$+5<<HcQXiq5>Yw2oyr
z4;hXP=A0aJoSiSdv|4(3wd9gZ_;s9zLB<Op{~AtC<+M!~UtX=ax>|ApsCCZKF>Pym
zV{LnFb#X5kh8LY@mw|f=yO$kZF7&l`0Ryi(x}Z00(b}<K>sWMjf;(cVxNEtzd%3K8
zxx9O+ylb)i%tCqRd|Ag_S;uTy`)q0ZTuJ*var+`H%i8CvI_7FSX0~^{-qSg8q-(74
z;2lHGE(SFVnLt5Arc>iH*a<1@=tx0yh&&-wlNz3dh$>{J@68eIvntEfEE69urz4~+
ztX9s^s6|pKL!+SBa#_WB6l)f6Z=!@5%EJ2-5gW1T>v0(yh$tT_ehZx(NT&o-$w4Gy
z02Y#X5#9)t51zPHBuy$R;gwfQa`H$#F{B2si%otXiT48TrE!87ykI&ffXNBq!5{^G
zAaE}eavK;vZ1yIhFo4DK&B*+1eEh$}CHzZb@-H(GzrzvNF**Kh-c~Zr7lrjmNO><V
z>Af_>dNj_DKn^01Lr}N?1SSxT4@Kj`GSML!$Pff7ECcMm$y-vBx1bPV1Z*^!5J$qt
zVvrH(DM5*G{;^TMu~B~Uv0IXpLekSBk;r%yIvI&cMXcF8Pz1<%U~yzJiQcHp&DZ1?
zYOSSOd%4<HA<r+9=9NkFOO^Jrtg<R|O|7+Id%^Z?rs_(4S*fPjsVpj#+U;VSO>DO-
zic5^O_0T4i)3C#`v&pglNYQ~~wx%OC81c5Z#lEK{zu`!J!%@es)}q~~?TxKaMLXM^
zJK7xETNMS{;)&uIJdbB`s-5+syfS8%jiAWENDNq6HcDzt<7*Px3IO0Vk&c~Trm5bY
zv-3#KuA{2jCUIE<-&x0X*78g0MU{>6x+d+;!=?i#a}S+@rDoS*LDf!-sc<Vr^idN2
zH<6jY2B&T!;nNiI$4NwwREi&(8$y-E3k(^Ge6-d<%r0f-*9e_ER8<EI_06V+6Z+aC
zqQV_)OD!w6nrbM=DIH{8iNvwX+|XKk;&VV>ZN(vywltcm*@6&kMhLbbgj<o~aH1wn
zP(U^Qf9$<?bW;bm_Wj?tzV*(%@7!<h%$<_VB#_XId$*b`xyntldhgxpvMu+5d+!}E
zV2bIzy3ztkNJ0pN-fY}^Z@~KYu?WK?nMpDv^S*bj%i4(JqvIp#NXEbOoM%6~F|O)x
z%H}iH`V-2+onfYY7mo4WAkJ@a<lhk}?}oD0GbI?6iI$qJDyg#8Z%wXijL9$3rKGA%
zW{utu7ZVE;?sC)8n;JHM`pLCxUtHg@cVGOb%t#Iw6BbUOGXpt%0#|_NiSYud7mc$D
z7x)Jc?7QCh4{;$5fn={p4uK`5KxkcZ4y0rhY~5|iFY$_uT7^QngomP7G^~J0jFt-1
z<1@F`AN%N|V_g^13(FW{r8_=&gD2J%PxJ_kbRk4I;UgXK<UqFClGl(~zu%I-g>B68
zj1c=VwQ<Eeikr`Dsyi5)-z1MOk;WAoH`QuW%3pEs^!4X6cNS&_=4L0Me;UL|U|k?v
zC>!*y$dyQ@5VSOb(*T?guVhz*gkhc+QY*7Wr{PjQ$eXY{kJPL6vvX6EvtvWE{m*8)
zpG-Y|IQj5(J(zfKf9&3!k=wUMZhbxa_5JaCukU)j0O&h7J_HyI00#WM(o}_jH5eY?
zv0gn2B+d49%=H{x9)hd42Nrq{05<|h%?y1t)7vro^uWTC%}YJoo)4dTK73}eXXp5n
z<|jSJZ}qo*G2DJ_v;*qLslJDo2V3CM@ch83xxvdbBQR#Sdu8&%_e+H<u2dw06pqq2
z=HBnsW+54D5IWRmN57sMzBV^_e!l<2Lhs(C-W|*RJCH`Um5Ex&d;w&V^1;Qv1M>rI
zi01tB(G&ufAo&dszlpT~gaEXFvcSE-v~Zg7z1$1m0#*l`#TUWjso95vQ(rurzW8+E
zYR}xG{xMrH7G%SYKf5yZ_~7i_vc>!PNTM%fJ3x=yvsxt4_dx|1QU0EDW98`~v10(J
zqhrIP6T^Mu&){QYOLcgYer>AnXM+!~4-DQL8Xq42-UE)TM7VeKm0JV&7m)9*jwcvS
zM()lHU4iqI7sGpAjO+v9cYd&Q<~!5$-s(|){5$?5lwJrlTggxUn?nSL8jcL2{;wRI
z!QqkK;jyQ~6Ay-_?+ne~9C`lnz{^vQU%ox%es>RNpS=8P1Swef?!7<Dnz!d(TS)J}
zKE2^h;{Dg_z0Qsp7e}m{GtR@+&&$ov+Z}FwJzcRL&L}q^UPmvaoV-1peLP*zUanYA
zSDcqS9_1N`@+SIthk1KNcz8y*xP@<Y2z7Rg^7WVc2FRT}SXh5ZYOTqsKfj~BujSLZ
zhV!H4XL<{dJ<dP!sOb39;*-xx&-9g^?JqggUwUq+vU9xd^6a+HUTnSgqVfVXsf_{s
z=AIob>6$IOxKMg=vE)2NJwU4(L_JJro}J7%J)YAx115)B;NFW%;BY8zohk(AwduX>
zb0wW%byz~sw`<vkz99UToCkq-xe%bYb-uW5zO;RzyknsfShs7b7OBPBu7%o;xtjLb
z>elJ%bCXqPCu)ImFTL3Q(Tk=_&zsIKZ0nlc-Z8bKb!69>zI~^kG;F^TYpvz8%#=Vj
zoj_JbFpLzMDKgAT3QngJv$^4Ug2;Lk|4ezx#T_N>+lr4h<n1U+tIba=&r8b5v?j%C
zQsX6sn`C8Kf`VjfdQ4cX8Xqn4k+NL{bSDABMaXuO@V#Xsv{a0dh%iC{3X;mAC=O(b
z1B>ga)e{Sfm1R}Bv@D()vKOd!!QrbZEC(?6N>vz@)=#7N(`a!jwU0vKA(y$yWv&Xj
zyISR`*P#J`=`@6Up(06tW-!-?CC)knR%h@POFg2fYcamR^}+lnG3-Mo+g++4C^aDx
zd5};NC=dtoMS*-_5LXby=J?ZrdqLg{_o9$c^e8No>I>7D85A5f5)(o63JGuvz&qo8
zo$$WS1V7gRf3M(RY*<7<I4Oh}5fVxckEGK`Y&MC*i{S8yOnxv!5X2M_Awx_GPSIGF
zKAsESQ6prR8F)q=*PvzVqXjW0b$W^+C(DqVt;xy|Cnt)M5|x>my8HrDNm*=VO+rmW
zV(pg1+N~+|%~?(RbG9GKYC4p={aDGKb7d{<MLSzdceU3XxLmXUa!GSrT;X<-G%iwV
ziOH``uW7dA*XlCM_1P8roJy$Zta5p3ktivbAD^w*RFYJ;Gk?$V(nIHp_Mc8`+Ha}e
zrYWqE<yOdY%hg4-F?BmKb{~c4-OU%SHGOow@xryT(--14w}hM0+?gtSlE^+%<i=2X
zv7@~>S~TB)m&QiuGX!ZBiky0BW{oJllAlt>ODg3jl`698;;Z+iZ#kOMa450%04!T8
zT4Kw0TgzLLs`qC%ovb>187iykq_twNHm^y(sa~2<CrPW5rq!#mn=EDfQyWj^@3~OW
zaw&aVtD$^9E4eyQo8>LCx^j)Ke1n(Ng4ZQQCFQEh>Jzu^$=`RRXwQL++J?BCd`*m1
zYqTULCKu-wHgDN>=G2+%H@<4Wcrh(6pDC3EP-$3Fls}6Tz!MU9A}mMfN#{64(AEZo
zuLDwzWI-DsfvY5Nlo+Zg021yDiI%*IlAQ+<Dr&u=XzTm~h)RVZJy}(hqbSbir6-un
zig&fQA80$jsjOCPw1#n|K};b<s-r2*B#9whY>1GWr3nS4yUsKmy_~iAs5+yDD28yk
zP4GT$Kl4RJOJ~mJ<EfQk0^eV{<4i{7UK{tmnEY&c>gN1Z&&<@w?DPacnvHu`WM12Z
z&?&e^|Eg?cJBxe?TxXlb@Xal9S^t}QeHXH3a(ZlZdZ=%*2gvr;=&hThH@_OO)mLAQ
z+_*7(1A3H@F<~R{<?Fj%E!-Ws3sD0gLILTnpf9l1><kiYZ+onj2O7CO^Jv%n{qp6W
zhUMO-h3@Th&yFLK?8yD;-uBriyB8i+FF&n*F|hl2|IWn+B@_2byPxd2-Fx!-P^*o5
zf3)g*`1uIX^}$7$8PRuUX5b2vsPK1mSBUKe=tVpN|EQx4pm!MJ$Y%RHk$B#rW57!=
zkqw4ZtmO2rWUQ@B)B<}0WcC8|!o_r$JAl|Bemn*Jh%IgU=bL1^qV<6RU=p|&{=kCG
z1N<f%+m>NH+zamx;PKS#!qefYFM6h0A1`)3S%B`g{z0$}!{1&&-_h>NllK}CqwnJi
z5PM(6nms97d{{R3Xv<8`>1i;;e&^Y~hA~8-9T|oX!@zj|{gHd$q&grzhi?k;`d%Np
zb#wT^qtTv`36RA9hU;E`39lD~O<;R?nQ#j_Cp^mQdw=r6-*7LSsvHEP?|lCmF#S%C
z!EBDV*z-U4y+2OrUHRyK`?<k!fVM?A5r98^!xLZk&wSQ92T2Q`_AP!k`22Do=)J!P
zm;Sfl-v1kv-hVy!x;moWoG>2FI4@UUA2&Y~#0I$edIR4&qdc6v+#NmL96aF`mOTM|
zol)+NC=X|>kGntGn}|V$qoB3TBizv`WbJx?JBLuTuK-7oI(xEw1Jz1%ZEk(nwsYOP
zuTD0eAFe+4tn|d=qN5LyI{vuiWOvz_-ip?N>W-1Ri<4Wf&Ts$xMbowCHJ4^fJ0=QS
zM}dAzyJpHR%mMutcFg3j_<r-+XP|On=0(>$SRksez9_%2Sc-7(bW!URSRKIPTWsUr
zE|`?D1XTjnxmePPESGkI%nQ&vSK2mL);?F+F<0F&U)wof*EL_)Ial8~Th}pN*EU&u
zZoKBqX!Yrlx^v^(&d)VpTHJAAzWMyj&d$l5?W4_S`*)vuvhU>m#%&j^an&NWi5|>h
z`IFU=j95A|iAmeUBIj~Rx!mwfR&c32YHx=2RAuU!hMeOKIeRM7Hy0&U<i=;GnG<59
z2_|-C0y{5>mJ=V5ZXqV<0?bOBM&vDrtI%9GG1pxJdAvd&i4Y|cq67jT4#$H+bA*D(
zGPO1^J5O9xrcTS`X^kNihC@ii2PE1CCf8Xg^;T$bS_2_khm(S{SKuHLIEY1#GO3G7
z;jYzqE97o0#u`%OpCcpQjf#4Y&0dfAeocNx6J9FwBt@<9@cMTbw_o`OzDHv?OJsgZ
zb%;y>+zS`C{a9Q-F5jQS^JlXBXjBZD<V_Cuii+^2M*1+KFl?$XmyYMs2`s7~H4+;^
z^bQVi_xE%0!#Vr<y5R910fCr+U|;`WJRu|?AdE-|3&VyGJ^h0m(fD<qxDVVh>wNs(
zLns(B&zC0fqj7LiRCHvRcUX{DSddQy5za8!dW|f}sz^-`#K%Oc<snj0s6tMPj;32I
z-1tO6O1dyLQ;?D=PRmnfmuYgUR9RKgx%HNk9kHdmO@%w-O7~_qp32^QHo4-EGNn40
zXABkS4VmTf#f{430%?4XZc~{#uf|ePYs#z9W|gZlO5~}9+MJ3M;NG1_O81{G+<PKz
z>)x2kts3ZG%PN&*mMHTo%#~X+nh#c;KEM6a=X*ZAwfmEsTh3q0ZaK+MD+yG@;{+zC
zKt%#klM)u47NN@^8!~xGCC1Vn)|!2m@?Fa8dYUDdsDw-gYh-j9^sE_+wp%M(piD(O
z3<cZF#m$!DW@EuNxCQ!6tvi%db0EHIUu;E-rQB9~W6Jl%S07H>d^)GOqp;;t{_YED
zTh5v*4ob7PaZ>9T$yKzZa!OJuEwzlDSt&1WjN8(Zwf9&lL^13;npwX!E~h|gj#Fw)
zv2jVo1tkYs4xGPm`Nr+Lr@Ok0DJeuY8&9R-s5Cr_OW+Cp_+n26cTHf}`+mV|10x;6
z>7FzJIHE(Oh9IF16(z*bM3D-!Dy<-Y`@Y2LMl46*My2u6QmmWnGxzOE+_^=Nn;u<M
z(0J<1wiD;#^UDQ>1iI2hS6PIXG_YiIO=(<nhA2KSwz#SO=;du^KP%XIHnwD^D4|rB
zvt`Sv&-P!uUvuzsQFCkY&bFHU7k9VbsBY<e#k~`sE>GT=n|v}eIXFEv3YzWm(gG;D
zkeCX~K&@~8Tl-Z`>}21gu?NtJ51{+S@M}={y9>7I2{26I+0e6<<|!a6TdF6-;DU+R
z_WK&RaRgMg+52_#w=<U>l`MDHE%r1o44j*rcsx4+-9{H?pX^z9SPsK;kq|9N(7K;9
zc{lIbqiuJe9RZow#=UQ<zCF+OO%Fi8>4CpS`>qVLKmvYOhFn1U)AOOdi~alO`%ldd
zeL6FCe+I5)e><sl0*;<dD*rpq-WB4V=$#$A4-HTYeTSC%b|Q&tZ>YPF)BAi382A`8
zvVo@;233I4i$E^|+dnYj_ou#VaHSgo!4=EvYqA9<1ew?7-G%cG*a8so^}VkbY|1cf
z0C+sNumn-7U-eF%d$b63vv;y*U<A<Dw()T9?Xic)rtUQ?JSbg$QuZp=>{<QNlgjyf
z#j_8aRzfPCtsKn1^4M$cwRunB!!R&90GY#Jb$FfX@D2AOA17FOYvd+;*hY|#^k4V$
z<}#oisG7Fd3%f-Ci$HY0yz3Kh5oosJQJEY5bZPML^P$}k5r%MY-^m|LX?yc2{XEP6
ztkV0fM_)PS<Gmx3U-Zpg>RG(ly?FWA($&7_7oNR1{>%6r{(EsR7#?7T#kcCas_ZYf
z=3nV^@Nh(XI$^w=aXzlTXg5EMyC25Q7v+la2FeB8b?|VvcZXXKM^8_{U<WT}I}c|&
zFW_WvH-8_`5Ks3IC#S%5>wMq+i}$Jz{oH*RJ~+OkI~^MUvk59Qt6+}i{au$wcU&IZ
zera^;h2hPegZ1tGb#49i9fJ+$N48v=*m8Ml^W~|AOOrKS;}spFrESB-t;0pFBPH$Q
z<>zP0FF?@QbYc5cLHks3=Um0*<*F+-=fm^z%gbdK!Ot)cJ_qpkmLN3?RSN!I(0e-<
zp%CKjSa@Bf9Sdb0^W`0L<p90yvsLXg)$KF2?bCJbQ+4f=^=%XNt>g9Q#_G<F)Se!y
zJvCT!vcKkdZ|#ZRMo42jJJ8%Zu=8Bs&QnkKo_u)Z%!8eKu4Zp)(#umsWT}wIP)E|O
z40fJWR4V5e3MlE+0Aqlg!QUw<3bTnHlB=ZTX_;9%c7}nMW)fNTLY<tdlM-W8!HK$n
zRAWH8IXKM{l57f&(-Mq8zY>%j1_}#2MSM?@z)L9b76^U#0&gzQlf(1m3cOU&0U25R
zf?`ExE~I=xlf6e|)cT01by0LXHqS*O^U>)E(OO6_b7V2ra+qs*oDD#~GKq^?;h~VZ
z!Iw<hhcwD+27L{mXD^q7@7K?0Bq)_A8f}A@_pe=Ce?{>BGbzfR&GqIBaa;iydeM<&
z_pnG;GQ}&3>O+q5CX>A>WFIOSMJJ<}6f6&nzT6<CI6PV&rBzVXvM8xAg3k`2QwXF8
zY*;8dD98s-@bV>i`vqVL!36)%V0>r@CMd|w7r)NK=Usc3-+W;A+jWi~c=@i!2CqdC
z*7#u7dV787>HNNn9n^=OPHus?FaeXLRj>_el2YVD33mu4*ahM@1_d~Whk4OxetaQb
zC_%FY-V6bXDfXsIJjfzXiVVxr`EpDchA}`8&ombCV=I{Yf>2Ss2a%5^3HioUNo;1A
zKpVo-aP-OY#5_$}QFKNL<UGie^F-DxFaR5Js}d@<W;E`}*wT_%v)xkGpf9Y6&Z|)8
zmPZ#<8cXXF>znghj#eITYiPaH*mk-4^!c3K$F)U`yrg1AOfEAvPnc3B-Bc~ltdVW1
zmZVii=WR~gd?bJOx%}N{W6F1ht5ZCwO1DU<XO!HRYlu)K3ld92Nu^QR^l)VoMVCQ0
zWKwmTDADO;O)4x46H8_3Rnm-VX=bf5Z*z3vc0=(_bJ<>N)xpG?Bgu8g6Kjrw_Ny;$
z(H8B|m+gzIKNi2`MBL`1mc~Qo`h9Vm_oweVnzQ#r!M@|UJN6~Qq~?@NzFN<fs+1Z-
zT58tzZM)h!FW$I!zxB%1_`JL*sVs=Y^<}UiFAvA&<9K4nNZPNRJ%6>)?R`I@9g$`i
zOm&Ii;JNAmz7|cDV5pK{ftDYWky5kGTG0@u(uJrr`ttIe1N+L(p3FYFUsX|Ts3@;K
zdZJ>_VM%OSxKI-%H!`BFJaa0~lFrnpa4nh2^zy{YT^0K~YmQvb*>)<W_Fz)g{`?*1
z_FlLP+*`V*Gq34%_5Mq{&V6;}+Ow9nn}6lri5v5ik7p+bW~ShR^&|+YKO^+oexCyR
zj!zB`PWC+=M?$EsLkQImp|5RP?&Hyi06CC2Fg=Bg?y|Wo04ZPnng-gO=${?@Wd1?z
z;+>48`?<?cYnKO(EsuY;G&cz5joG1Vv)zXm9+W`~6*N*ILlYhqPv0-@eYE9X_kk~m
z&b-OJHr4muz^T!`;|qO<pAYPLIlSl9REzOLFGml&9NGJF6p4L!F%EhxOoBTMo6YsL
z&4Ak$9G(dJ+9(UrqCw{UN8F3>Ne_~IJJ7z^e*_#FFJS)&S094W$u@O&sc#SP@ch6T
zur5O*+wAD=m6p0*1bU$f?(Y!YKezr3wnQY**GvnnYZG$e)+YJBzU%dZO)|B0w?WD;
zm}>72PIWw4Jo{+zv!3Y(ePg`?uV{H_pnJIYtMMmiX78252?&@RUb!85>LA-;{(i-5
z_wkv*FQ%bQ?2T9V#&d&*LgZPne0PsNxj%XrB;PlQ*S5TJ#&qNU=)K{;pLb!~CnEVG
zyF^kc!07=i-+bJku)NZfI6Hb1nJv=4{gvMPe}sGALh1e1>xH8MbAi9?pM&6BKwl_8
z-_Gu3FyH<xu7hvw<i8R3+Em}~-u`lw``tbNE4kOp5$)}SLAhYjuD)0|Uz|JK;xMil
zA17}w2TxCcUVAqWdv{L<cQ3$T@H}kvbhQT^813Qg>+V8uaU$5+`L6x|^~ZPI-~RyT
zg=S$1B3EygZ;(o&D@!jw*>Lpsu1iC^uZ-`$I=<_p@g0{&wss9}?i|?MHMI5O$o4Cf
z+pkP*y*yceehjo<a6Xi^4FUaDbdFbDn5w=sTXhl4x>H5%69ui~MIF<XmzV24c~O7u
zMa{=AzybkMFhoEA_m+XD*H*y5oxr^-==+Lz=MfTKsq&8b%Fg+!&bg`%fZplqwy7FW
zcUvdwTE`n&#~NG5VD#|jb0eG24R1a>xcN+f!^xi7BM<A2JlJ~jN%NWR-RFAtoPE0c
z#Ql9I?i@RPcTdZeg6!=v>U23xAr57#BWQ7SR-s%{sS=ln>6wh+m|#x>!O0xr78B_m
zNAtCE0;~dJyp)uvX2d8NYCciH#%Xvcqr^L2jZHE5XT%UQVnc1{t5aZ<Vs9zJy&gio
zCvdM&gc6C-Vkt%}#fl^tjW#GXgOghz&CV6YCs8Fb42|hXrfi6!z(5K|k=RoU<8w7w
zKG%UsUBjZS;V{<n*&9SW2bsu4DsmRWhziyQ7GoWoxgNHWO59=N=xES~y(yISUS9v<
z;`(pCe(w-N*F})PS>YN*bq^=G`Ul$K1J(x<ox&pABgtN5k{2n$gB;;OC3!I^Xg&)s
z6$Gng5qdS%7|k$7Gj%GON){y%hV!^Y7BeV{;!h021rf0!;RGTnh)50%CWrY)hGB^z
zZg~7UZ=ZMUo!)hFv-b;dAcU;;LcizYvf9=0LpQrMZtK^1*lk2Pdxu~n_*AA^$ks~8
zaxRV*>O%C}7=T%aN3Zci+XWKb$&v0+QFg(^5B-8x<AUDv3H*~g;ZN>?@B2i&??ZaW
zEqs*^)s-msB5B=-az}se1`OFVghi8E7|K|51ji?g1y|SwCKv;ktxU>;f(3ykT^O68
zNY2-0mYVXa%mp>Z{3=sHbxcWJTzO-B)s}?ntx!pI+tau1$!^}Czvpn?p2OMA2f!Mk
z$*mS87xSzI!ldHpoO)x?R%78-ZEk}+y;7T7pWb+|bYFYJ$t#<-93jfAb^*)}aZw*&
z$?FI-53(dul}OSgqv%T42%#561`8O5%9|p03FEs*iU@o|uq-Z69v7ra2-l}kEZK~>
ze0F>>FQH73R3S>P5+zmf<12UxmBN%7MfO%x#lG0uLzde8hN?Z9((Tb@O(saht!uV|
zIk~)EpIs!6Pvxrh9GP0G)+Z#T!^!`twyqlw9(8^GMMgy>Tc;-qM7~T2)PrbgVUSGY
z$>9Im$?I2k?(2f1+@kmnp-ks64wj+t1v^KCz=tFZ;(;$EBfYjcqj9G+El0X3XVcEz
z)vf2Yesrm#{cP;k#)QqA8_%>>v>f5;<NcZ9aIu!6w9ulhwCH%UGLEiKm8X`1-kY`M
zNKVu7#L5=Xd#z==GaHZ99k~KxZ%WmH<cfWjEnU0MeRcBVr@PO7`B(0p1nzw@3ocXO
zUYM&3Hin-`>3#Dz>33CM;1iJMK>meHs+%KFH$kRbsaxRqy)$|nB)i`6o{{mP$q4|G
z3E*Dns)GXm@GBwOmh{!%x$vlV>2BuY-A#*+YnFyPmuDV5Uz}W8n3x~GH`jY^{$A<g
zz3dmg4G^ET{Ip{BVcFn=+J{e?Zw#LN8}1$J`f~j8z0u2qgBPaYB6V-eLVxpfU|riF
z<I(*H21Bi&FU&OtL3pWu*FxXH`Jqd*qqk<ppCG|vlPkw?1{q8Y;S<Oi#J4-zR+QfH
zZit3}fC%W7TOQc+0v-Zb8m^Cz99SMYv^a1WQFoz-uD^X|@MFaI`qR@JfLneN$ic?8
ztN)0dU<C((Y{A0-LN1s~z*-F^Uf{#mxcjXI2>h6zL%Q4GIzjK)>?geoU10I;p8e|C
zWOqMwx7q#-fZ<{E*=JMtx6R)xvbh~z4s3tXw-uV*79W((J=`+ea|(IAZ@5QZJ+W^(
z?*LN=hLOEMrzCt%;8XN1^o2FxnRx(nH2yyK!Y31U3-$)&wIZ!;&^PxM+`B^QvtxJR
z!?4`96;5G5rJwIRHrsa|(mCGzDfk7Ke<r2(&1VQHaL^w3MgRP@zQwD(OBZ{VU=+yF
z2hYEStZ(@x%o%}<vbLu$z8pqc+n~YiEqD0$zWwd}z29ZsH`jcZPJg*I|4Q!laYUn>
zFc=ps&ehk~&DYNjZn0PwG}_7A$HBwP-pzBPtEau2mxH^vlc$f15854zhF}L5teYdo
z$sV(D1A6UR)T$4B-hIz&oqZr7SV|;mG5+GfaGgX~np%3S@z~cbmxp$LG_vdR@Qw?E
zO`Uy>Z9Vm^-3@Ke8aw)%E)H+IG`989SmT9}nvTJm&f$hjQ(LagZN56c`QwGgj~DB%
zEL2_q>%w^M>7m@yBgKHemlgqiYk_;g0?|2B+Bu7GFI3ljc^6EA1NnD_d%s~_5O{3`
zGH(SK8@lFey5?#+W@_3eYg)%^LESw!(g3X6I<mEGWLx{_j`k6#=Jw&8ZG$^o`<l-@
z-F5cK-nQ-o?L7zEpB^~-u;uvI`;L5h<oJzU&0V<}jV48sG)f{0p{v5EF%)_hpIaj3
zmPuLVQhJ#rs!U2MlaY#KkvY=vOlf$AJThHH-K6IvYM9ZyAQ|09&T!RmoXt|tglJr<
zDKO0voNNjL$ybkXua{KlAr^Rug<fKjk6411%CHJ0Ua2N1RCt|%n3~4U&J}0n2osZO
zDm9+Vb7wFd>2wDU+gT*^RI9KWC0fjP<}o*L=<C?DwNPBfdOpiez_Ax{9pIM3v|}?i
za9Q>Oo|8lj59H2fIfjO=^6>bzv&+AsF@NyGzvqj8AMgJ`K+t+Z;Cd8x6$-N&@4tZ<
z=1QfZDHNZOAcr7-yYLVvN~8yyjuCM15`Lge6ar@gN@;{jPEsq#Y6S(-9+XO&R7Mqu
z$Xo%5BaC7S;IcQB%BRyrY^sPCg>=NRFp-hCC`zP68YYr>5Qz@HXji-sItUd=CWJ9U
zB01r7F;x)Fmzrg=Sf$va;ON9u6)!@{_UA@<Mh3Zs2cc+)25lb{{2`9;KFaSM58vNA
zWB<z$_eU51-#HL|wHo!mR-t~g-v2*01pWF$-`}nG`_MBK70RZ`OjN1SE12dHND1d_
zxVi*MOojr`H!(*ZpCvS>3e2feYo^4yiEmEfTT&$nS-Q-Uq{=P1O?%5)j#cbGUbO2_
zc2i4g-S+s(#+Z^?LqUZmyF`+l$1tXn)rn+PBFnf*l~HNPtJh}N0M2nNSpsXGsh}}$
z$MIdA*UR^{g~{VSz(oGR)&F-+et&ce*x*kM5Ez0)Mu%YLDs<RtO!yjKl3f689U<y3
z-XVYX3SNziSdAzB85j1hZ}_S}>RKXmLny~SjPDd7awW;UsA?2li>B+)3_XTr^y9|{
z%Tq!%>7mhS!Rlm!JT5>P7p_mHSkf4A>0E2NATCuDlO!@(rKUKwB|a%VyQ*R9k#p@g
z9zVT&>vrMRZ4zrjs2BpB*(f^4UnFP7r9|jr*91ns=SxI$6hTsxFIR)6E6@~~XPCeq
zPjd@qhYAep6qp%&tnO%QR@0u$?R#oYx9+_9$-$dnZU6LY=7D{A`wtxW`17XIoub$@
zJVPAFkq7ftA;M@7iUax4p;9x;m?29pG2}KF@){MX75vx&nl^)F%+X}jYB$vjV~bTO
z)j5sF>keFMI{Gm*D!%64rOB`6CZ7TH+VTMaDPK|L8=BjjzYYKC<!`CJK)gV?(4Yj;
z93bxFu}7c=cO&%#3VQbYC!P&Y4opnG@?Jv69O6BOXf;T~Mcl;`h<URA%52Z!#V7Sk
z5Aqjpr_Mj9gv-qfvm>w-lEF4RGB^0~+?|qz+o{i=)d6BbN7ek}^3i)mPaoENHE{Gz
z?nR(?>c-RQJAIS42Sz{ce|C7Zd&ffG_LoDu5cCDfcckUzU^6074mBfdUZwjUTpm2I
z2+eLopTNvAKwmIC1N6d^{QizMo6<Y{C15Rd$svY{F=S9OK=1MZIC%F$aM|qer_kmG
zzF)*Y4Bc~xnEcby8vyE7CKCTN+p3K)Csu+ozVQHn_jMeI7l0ONTN@kuhG4(_FAy^1
znAybP$+^WxqjPYH9O-WBo_*B+CM^#P_uU<P(l+&=8A0C_9o`mew*0he;a)z>FP`bY
zg1ocHOGX4(<h87{S^@FCdQ|v#WZ>CI&)tzb-*x%Il>+!sJso>I`a^CIaIxA_9iWZt
zZ7sf2<A2M&M-Vf1U+d4?f%uPp^nO02_w}Q|i4ctZ=pLJWFt!Alx|g0UpLx9eHWSmn
zmq=lUXCE(L=vlrt_yR)AAkgf4H+%b)Z^OO69Krr`d;V8)FWM1}al+tSuzs#MJX~*f
z!}+;laLy=<qbJJV-Fu^}7nHrLw}YFHlPAUvh4;q$c@uoxaNr7dvPaw7q1UfRf4CO?
z{s$;~XJT-Kio`JCi3(zrQK|>-J-YeWtzGAPx3oT~IdQl2;EjTo&vJKvnzQ@U+&!P?
z@B6a&@YiL>A5@)rTG!s!*fqTQ;@IX(lZ}Y&VXFS}bp1!Obsx>uUY@P!nkqOmoO^08
z|LjOf$5hQnOSM;*%g@ik*o%^m74+?z1L!S3zW}v@zKHybSQ<JPDpm?)Ua0EMx!SI|
zx~|#Uj;Y$ViQ03cb!Ueg&JJxpH`LTN47j_iV`O*7$exbjJsm?W?F0Kd`VMvV9=q`D
z<i%&FF7})}|MYnK!^5X;9X|f$i4$M$Zf?&>t1(Kg60%54WJE_Y<7mt@HZzaUC=oNN
z6s$%aZ>xdZpkr1=(~1<NTzN!}lANoh7g+e2298Bc)UZ)XhKq{jU=X>+D7*oE6LfxY
z(Y_`nMgtyQkq2<EMCd62;dcdkAxBEC@B`>oY5WbQ(4=HWdImQ&jTIM1QYrm}0xvGd
zjmvQr@Z15F<q{u-1d`C)#2iOHeFK}ahC%v(9=V!ETFs)Y6|ez)9eGT94r3z}m*v3c
zII|cIk>MZU{r>3g_V2E){~L>Yhv2`;55Ede_%I-7gMZ)#G;TE-yV{Si9=Mmz#4_j@
zVlZ&;hKNunD%pe0K=awYLM~p+50DCj6p~PlB2uTJ8ud(*kz+FP^aid{!;~uMLOGoy
zrc!w%GM7vd(CHEmQz4>A1tA<pgqSalj}^sQz{=|#g7*&a!4pvwb_mQq7OEH$Ek|w?
zC@m7TRiQ~xYZ5hzc(o`7z?y@j5q-!({#+V?%kUycIuk?f14B39iEDAhwb<|teo<@C
z<ab<xf4hP3A8Y*nZ58(aeb?*%`w+d>D-;{SWynl)sS!<Ncn49#xhl3QR;W*snA2o2
z=@LsCUzfnsC5TKZe0?HSZlcJIY+bxEDLbjO9+K8-51wi`a<+2cvHWc<$(4<!{Bm_h
zzBDOQ7?;M>Cxl51f!ydou9hT^lO`5KXH+OsiUl#*6m<ekn=DT*N~_(ov+Y{hp3?-5
z=1;DKKREmS(FOl!&p`V?TA)B1EY`b)bJpWYYyBeD;Yk~Vs2c+*ANq!`#)f|28~&be
z=pWHRzsCl>gAe-)A@VQy$oKq6t9;2H;wc*fnD&7j`v8tz0A~Y%vmt<MA0l)Lm$;H;
z&Sa@w7|%X}=T3*LX9b$8APAJ9GA&hO<QwCpmUxBPYD!GoR9M!yXMe|M*H2yjWK(T}
zAU2*TmSdPaA38Tctl}kQ(&JK{$(#*DI$o$F>r$BJOqw<=kZ1593O?`*10g+xtJ7yx
z)E{bV>HM_eL`VIpj$M~OIeg>RnMaQg+`3tO@?_cZlSe<lxwGw(A}KqND<`mJ{v3Ib
zKm*(xz>5y#>xdEyoHcOFSsZgVS(O|ri3<^0!X@!cT_#JPMV2RX47t{V9ho(UGAj2O
zGwR>q-kY;i|Dv>|*Q)R1v4{6Y??M6ef;9Ji+}jPlh_R`mNd(9d{sHFz7>_~k1s(NO
zv)JhUneG#FkG3v#*MnfV@OA3k{pz{Vub`pql`;&3JbYvJZsq*f>C4?UFZ#EE+hOr(
z<<y<5-uuNj`wxD@y`7(pp8sn6(<d_zdS|=g_Tl(v5Bg4ackdqW*#_u~IB!Ak1?_ie
z*NcHB1bspH1urgQ`aK9MpAWPwAcll1aIt%K;_>`+-~7z*+|20g^w`Yn(}xvT27u5j
zrMGV%fG(o+BG7vn02m32=sP((^x4}xcoF~VIFkJZ3$HQeM=scyd1aObw2>iNC;%;Z
zcL9CD%wW@kzfHY^gRmZ`7{p<OkQbLmr{^9F&tB@8zxZ_KUf)<B2)*BY&rtu<k!Lr?
zAD@}Ii-7KOcP;4f2>SNcBiRo3N@lx{&J2FG5|;tmI1;h7;yp$tYuNSy|AHdjKiv0d
z_~GqgaE!m2-3Cf8oJ`#w`5Hc5{o~KTTJw)zvdz^D&<ij2pF37>?tgad9{66C`?i7J
z3pSX=zLt5&3LE>LPQ5q3>t|R-&ZN2_lnkQD7W=@Oz90EyB9{-4k;Jx~-tSFs_`!!>
z$+!dG^Yq~K;^T?u*9QT8pSM1Jaq{tt;|~#$7Npv@$5GhT`R?T_y~|hno_GCX{$Y5Y
z|HHku|MP#$?aP-hAuqkBr{}?g2UsUG&Kcw9g2lVy2!Ot>SU+bp&dD3&;DOrc=Cjeo
zd!vhwgDc9>9p&tabw?9?@OU48l)JB|3(mvE&&>tz?CihM0sp}|tb=Q4aHJBr*FQ`d
zMl&nS73t;28jsxAa{6BWu8-rZ&!}_uic@z$Nz!-8GFz0n2crv*S*qL8n?Ef*cE9Q3
zDA*pV+xm-7br+s^T6pSN>AAtGuJJ|~dvRr<ymO-P>~QYMf&4SW6&GfzF9YSy00Sc<
zj}i1mxEF$ap%B%#6VZ5Km_=pRV%7Pj>hp^==ND_wFVvog7Pgh<wf2d+wy}Cd=^ftE
zI<&2A7zEzk9m6f1!!1C(9Rn?GeJ!m$hdO%BULEYbHq`k^U&qyF9Ut|yU3_w`^L}gF
zo%Xh`_wVV-O|3SFV<aS@EQ}Sy6sB+msVwFuW>hYlR4k0DRx)Z;v~p=gp@^6x49*sZ
z<SHTy^^A&mQHfQQuBF6D{SACC9naYyaxseCj1mvM*j*!ZQ}SJ8d>1L-RVs9siM`}f
zv_g(mD11Th6^eYo?VwZ<493v-cuGP7)nbl_)&z(}C;<;~0!u|catTT%@)mL3L>w1|
z&_ls@6*4xm$ZIHJ??nc`6BhU<GVw25x}A{Y#A7;e7=XS|4jiT<g|v>~`v)(NU%NX0
zo2Tb*f`UGXBsr4EE@X;(6xB0=>>d>2;2*d#Ajm#60^-zs*=%1*lxGyljY0L|Fwp`o
zPRz$kg#L1IkV+P+RY#iiv=}qn8q2d<g>hD)(ack*sRC&vTNob23J!?G;fQEl7!FSg
z2&9Mk)59^OkWfBDla`>{ltNJm{YU|BSVu4H#&9y4$qV60B7}-4iH0uMv!VY<W0h(X
zm6}AQG*(7aF|ibXG&vwr#-VAX5i$``Bn%NsLWJ@Vp(;$QCo5t}@_3>k220V{`*Buz
zM7`%4{-H;>lP?8N60j9!j?xlH5fVsT5>L&Pn_zx1R~^fXwsJMGOofT5F!QxmZgd<~
zswa!JbcIo5N-|{@WmIl1-LbE7&*73C`?4FhCzR9}vx_xpx$?wKlDIUM)*8Z7;V5DZ
zSs27oa}6LG=LpOhjOfG&sfi@F@XYC!{JQD`=TfVi9RsPqUhBRZ1t$_zw{Wo0N+VS<
zRBe2?+!Q2=_UEhcJSCo|An;WIB2Az;+Fzvc6{%1HxtCDxBT@N?lwMq!J45UeC2)!4
zyG07!!URr196LPYLkwk=4|x?T>O)^};c_;Fa8~0fs|iu-Ll}0U446h|7Yx(*=)Oz=
zSsu;O7?{dvo=PV-#>VFq)U_O_*u7Vkl0i~vf`oEkjtIrz<An;EC7EPMa3=HYLg*-_
zf@(;QE8US$wv%tl#gUcoI{5$D(Vsw7>Qc+M9yx#Hqno=sKiPf$lS9|OI(_G1S8xCE
z`wuG5wU!@0wf`!j_i8f=Bc!?@o+4PFA}cLajWtpc6C}`~sZyvQ(7pKv6h-DsS5Z{S
zd~>caCZB7_j*=(Ql&Lani87&#r^_M<<Nl9uFZ`-qQGFqWbpYgC&~*WN!SVZDp93KA
zvx#nKO?u6}&>#j`YJk4B^k5_rclg%K!yQ0Mz)qkRLTlUn!-mC)yI=zb?gdhtg^Xcj
zn{D%V3z0|%u=w_GTkffuyPZCGC+F+F{Wk6e=>2@;%B``lAZ)F7_UWC;>o>+OemUHV
z<ob5+9_`+~qWbPc&=<_T5YRf<{2bX;6XJQ8IE;*@9R+{F0bq=U{-ZENcy8!p5Nv11
zp<56}s(s_do#=;@35fqil-~Y>D@yMxdjnV<V9l$!7~q$9YX|S!a4+&6t#}>~;dez3
z{W0Bb0Hrqc1#x%|hM>$Z^i9rv(m!>%XZ-8Fv8VkbfWEKDcc2eJ-=5DV9_*dDU$gkA
z0>&1@!GwZA#*2^2=N{C~JUO@$emguh0nXcRH{8K~0DT9B`g?|Y9u7VHYUtJMHh|u{
zqjx~*9h~R~=!H+(KSsM1!e0rk{n@zp=yG2(lEpC!jf%VG`%XaH<3D~5Kf}GhfYST=
zSpoWjnI5LvjL$9g&%Agz`4Zd+SNaiB1(Eh=(SCuVVTacSo?m?S{M?i0M}L{Q82`h)
zKL&SSZ}TSi`Z{6!oH2M8EWs5iybH$9$p`1?g|T->ZFKdqa|ZN9Ik=&n+%Ya*ST_{T
z1B-FTdbxnV7vg*gUNF1OBiO;&f7Ke)T6=$N06!pH;X@GkM`%Ra!o-4o6??9h@4FUX
zbxNMGlWD1;=*!`jV{POmZsjFy<0fqvWwhu@PNi(ST7L3T#px$$yROGHUNJRXiP`#T
z%AQ;KCwm$`n%j2m1)y)``DuvxEj%|;aelhIYYMdA+|$E_t>eJGWnFU>7ZxfnE>>Px
zw4pCRFDSiLK)e^0YA-I;U0kZauvib=+c{I$F<I9>Uf(v_*gCSMb-1Z*Xh+-7&i0|*
zZ3DYn`*xn`-f{9#)3JM74&B^-<i`HfUmrbp>*(1V$Ijk3*?Q}A+t=sXZnwAJzR-E+
z=z)txne{R9cqLV;BJ&b>vUH&YxHpYP%Akd2GeZmc;f1`AOqy>R4V%I8%j5@SONe=D
za*3H;WZ`CNqmmSX7BR{wbOr9!i(Iq<XEo1B&UTQn?8R(H3D;RBbeBuKl`=>k!vXh7
zq!<p@gU9y*w}ak5w8TW3P2p;lzeJ4Yb3FJQcc}=alw#F#oI-@+F`RgG2Zg{xC3F`t
z?b+ltQN;Jc{r?#3`@8VKcepe=G1pnZ0?F5r`>LEMr1gH-KX|(T+THcn81x@WBnK`J
zBbNA!r2$-?AC-;@i*OAJar6(e4-R#SqM~SY6q)2sigclnTxk?{Ce4$}LJ7E7iIAX_
z1xKsH4LY*PNVAxk77NQ{W@+_wi6Vk0CbC6D3MVj-gz*ja@eRii$b=vUF_004iwYu1
zS=ORW$rbsc7)=;E%-hcig<Ve~`*3-ILP?lZNm4{pRR&gc3{Phj=@O)xc!|_3pvj{!
zkyum&E?h*Vs({~wB$=2blapjBvRq43Tll6lNnEZhzKE$wM}^DnuuMBN&B>RB3gLt?
z6=H3I%$Q6U>!SE-mej}v=v7*Hsu;c|mZy$kfxxRU3w7~O9F>`=FhcRPv8wnCOIA^8
zY3-)U#?-R9_<{;!W<hjHwkmOx%$h2RN#<zdBE{MumfVjb3g#$z`ebQbCf}ICjJ8H8
z%v4n@-<+z;EX}OnrAaG%-;?lfs~sH!VYq{oz?BD!)DcQ!l*R%@(wHMu#xSKJRG|-7
z8KZPDG^3SjiYJ?`VW!v+a}3cE8)AwHj5ZSFIzN#b$5rB33KUi97Rs~tXRO6UeSji;
zh>6-jV7P<}T_S}Wf|=`s8BUQr$4JiFK++mQn0+t_P2*71dV$%>H&}#vv&0muP0mOw
zueKJJ(W8w4JTZ)B!}Fvlh5*Bs1j+Qi0?meC+G^iOyFdm}8kbRbu%PLrBB7K((Y)sn
z`0hpmCQKwX=ae=b-Es2r))VKqoa)-vetGAmPxfBB-u&?=m1oY?oIbbjqib7Fwi~lc
zC@NDBPY&oyQJERK1ezv3RBQl~uxB_A&s0HyXBb0~QIv^1V-{PNK~pA$@y%g;3tf>+
zlO={Qb$GJk755@JX1D&8dM|M7*yJ#9Z{NhTCu5HQQ~+20#-cflwB*C3>fVWNxK#ZH
z_aez)0KKo#cW(3+To#|dlePS$5|SJi9#$^&>|dUF`W&`c5rtu@^5oDRfT;NgHA|1H
zp7+$gL^5ORp$Ts6PS&ID9bXNe_<W@G^U;epMnAthe&^}*)5p^fZj4{G@$jo$-#1lX
zkY`uW_j%tI1bxBq@Qnc&c=%O6TL1oq!80(nU~c3Zh|jZQcM#EU?9t4~t+~OA3;idT
z`t~jlf~WTo$i+5bhSoM{aDz6tf5ON68d2U{c*VUdF$Hg~|4GY$g`k3hvI>&#>+Uv)
z(f~`tH`*=oF9^B7v^GT-&=)jen=fK~ZvN}x@z484ZuN~le51R~_Ps-W_eY;}O+IXy
zdr-ObsPuVn<EvP+?wW=BMYG^`=({jA{9s}fnFa`U<2N7CwhZ$%`Um@AsNe0O+lWPc
z_$GXo;7n?8qHp4_J%&Hfs`d(fe-7@2cNygRrM}$&y@0*|zzcmxK?MFu$NZ;l{EI2Q
zZ$1t1?Z8x;IY{?jSQ?#w-ZS<5{`m7-!^@uyEW>2suAUcNJ<mJ3pSM0)KKB?Y;Neq`
zmQOr<4s~p0zVPAu|411={p96mgD<ZSz3A*lz6CaZdky(}_wYY@?`y36!G$-u7w?QA
zIAaMeSbsoY7YyDR?dRx?wf8`8bVUL5u5d5f(GBbDfphc5xOzj6o681Qr}eJR_FfR=
z>*E#d=@qik!S4_6y8Qkx?i*Z)j$Y(7jzkwUD~g{So!ppFeKMo|oHnOLnApgUso`1c
zRav|B1&0hpN7T6o1Svb%2~C`&9n$Or=IVAsWg91LFDY(&WZVvV%06k)x%eH|t2)P;
zzj(3h%NG!IR)1xo`r=IW#aRe^NZk7%zU6+-so~O&8DQP2OH0*|_Hb$WHTqU`z2aU3
zdJ*njs6Rhf*9p-L6ZP$5jcub_+D2CF4MWXf<vrK8<8*h^u?O`BZdUBPR=o96UR`TW
z#j&iCy}2d3ipqCa)E;bXI<<3m=fOiCojLXS#m=wK9J^Xuyd&L|Y2<4S3~7=;nJ$#3
zv014!QfgF43dui}<eM1kX~Nr^0v%JRs7+jaIuD;F2uKqLr%H)Q(%^WBUyR7dByux~
zT@7Mat<YJ`can1)q-=Z1Ywi_$D?sm+VdXL`h`KDcE1<7Jf!FDR4SHg<CJ@qn0eaaC
z7aq$^CPb-azR_|&g%HK1I&dg<avrG1?qbk&$?IsLt0Ds43C8_bM8LazhJ%dn4uY_d
z?JQ)w2sy4ot~-n7NDNx#i~S?o=fC_3?{hdl(a~XXR+c4(DUk-#80gRlSAbq$!g^oA
zhQJWVV32?P*WvwE<9**J_`M(K|3MgW12xKp%kmKmd}R`UxinBF3zA8Lq|zXXELbEB
z=7|D%;$Wd7g0G0Ai-=TVC|ycoDe2s34pYSr7e?_-(!4EY#XD;anXzmIJtPtpN_6G1
z{S>lLwVI^UQ%x3@#mciJ2+avXy;YzzbA-`!vVe#V^>Pn%!$kVxslfy~j8`DzX%t_G
zoF&r<bU~z8$J3`qr<93IIX<D{wO-`)USu~sBZw;F$SwN#?3mO7ZQLfMDMfBbmKl;{
z`b3!_QDI7!8Iwd>s~C(8F{zrk40UXp+?*`b#qpzKg!(v%DM1mNqKr$G#egp&QEW<p
zvMmS=R)HQg?nEw7u2@f#o8)nuG|9QLxD1gwMQBcz#HFiKa`l^v3|Yk#rRnz$p8v7d
z2}9+P0dZx~!6GGrEAiuq@LVy0FAWgNgCt6#TobB@4pl}+MjL3BII1;1A|{3yYYB~m
z^yk<xlO;@V4%3=LRi+TB-k+-mZgdS{I|eYE1KFP8A{;{<EV2YkEI4j7ju#!QumsAC
z-b}F@ne9no2Z<EY<aA3xiM6mav8Xhus4StdG$t46cMAojm%$I<%l-Ls6kX^><~W73
z*9JuW!6V=|4!GZJ#JPuw;!B!y8;*)i`Tk^$y?4}l_i*n3E{SW>CYB@@Z%wP*o>sFX
zxuz+;W=l*}ed5+_MMsV`bzC^~@fX`pcbIcasVXCZCGw>UhypcPVWMl|$O;RL(!(?4
zp+ZBL$QZy@2e8ycz9E!v2x3Kpn2d{*_>pBqmM)a73!o^1X=>YleJ`i4FHhf@oB9_`
zQw4|x2^YH6z}NttYvAt%=>1k}5<oBXxIG-bKQz$~+an|4R?6m^g{$bG<-T}<43k@)
zy1($Kap88x(!;{#?uO<5L(5}VpU)2g^iIRKt(Zc`2OmuLw9Y+l23>LaN%@QZt+old
zvv+ew?v+1%vJKGp%khuyP2PGqbsy08=GgTwMlZe6fnQH^`>X2vjn{W{A3*Q(-Ug_b
zgCGSXIS;n!5-a&*$05mTdFaT}z>$>>wUaZwtuRevvG3sX!M!g=z|;E*dRIE*4ndR|
z1e(o2Dlc+r{s&abH<{$`Ew5a`9|5)YtzrtMz*viL?`!Wabhkm<+PAvffOtX9wJExw
z`ohML`~YqT$nzbXn0P!idZ%w3f_$HSlj`t_dk1=k`|gZA?VPz+51@;<P#|ay&PpI_
z?olcDw5K2Ko#;M4I`Hss0w(?ze*t|V=I+7JgL@<QAldBMcsKO20rdW$();FdTk%mK
zRtGp}Z?6BT%P?Jfw(s0R?|x*y9_asl;E*}|%X058sr0__^1<*w30GTSm?KE}Q}c@x
z^Gg%+%VYD;hv!}l&OGm*Uh0`xxIa91dtesot9~T!_oI~*h_0tgK*Il+W}%S{G~^p2
zFTp|aj|usEY4*pj{2%W9LEL@4!JFLc?~D*{08$u#U|=Vdp95T2c1PQ}pf))9*g2s#
zx?mjLa4wz@QU=`XzR}fjos<0<Cr3LEWPpWtu$OnpMn}Kj{?Xw-e(&(!I^R`x{=Z*^
zUhP2iC+YaQLR0q6*rEffj2-gSCQa6^xU!@9&6g_<U9UKNBY)4Qan)y4xd(-5y98;w
z<hh5$SqG@r?L<R;ptd%|*hop-BQI^+bnrf)ZzD9jL7Us<xvC4(;Ca||v|CwoRax`#
zrlWo3U2_1vH6OjGg$ZsSy{Lle#$b2=+e6oU)%k@Qka;hz)cLvku9^Cd$@=z*#`du-
z?W5Z|Ms{?7!(phowQu|Br(2HPtJ!nCXv?Kd6=&k}4w}=p>#S8OW1dEzVK8ULS__g>
z%CoW>iVC+k)EqdlyKV3GQ{_1gX~qn*0O4LMN1Dc$<cP$DVt$d3S->ObvWOW`IBT$L
zVz@`4D7aJ^o+AoO<@&|5u<=~q6lq|x9B&bN8HFw;iK|KK4rPE`1(B;t;37w?4z4nR
zyG-OM6Z^;{D5)4N68dnt9s+^4TJ5jbh3K?FDkVWIMDf@jT&A0V?I9PU)l!@m5_e%G
z)saitDCZ*FD`hzes2kalYpEgchvWYg75tur<DvrFFb~kzRm5=<aoxobkH&C`2wjW!
zeb>w5KXKT1nGDb9=<uXufi<4X7ZM^!Zs2pk2iW=fZ@>rG2ZlI7yaO8Z7f;XMd$|AB
z%ky_w^q+zPR#Qlh9G0h$j}ZxR0s+ic#tB7!QfYuv9V%Ca^2PpKG5ABn#TpV<0bW{?
z*uYZ6iZn?|MZBD?<*HM))%zRjk2F~e5@0xR6a&Ygc&jBrW*ymLq{f(OF&2g;mT8IO
zSmL>+c%Ckn3;HWl8b%=bcn7)q5WR4bzCp~eFdi*jzz*Z{g4w)qft(W^r%f)*C~r1r
zRAa-%t6f4?!H8`%DU_}dYvRpGxd|C1ajAvIglx4bRjyA|7?M<`WVIy)ZlyY_R2Q$Z
zq-d?_`h-nzD>uS(ixEUy_!=`5Ph;Y$3_P__sEd&ptuk|h)CA&ij7V=)#ih$*(!iF%
zQOBs_H$^9BOJh<*rbMwNSstIROV3lMWOEI1estcSoIKxk^$z4qSjJeI))cAIhDa0v
z0ttaH3J^)dRnc@)j4(NspO74((GnF(l3pKaHWJPHpcq|HtbrI~439BK#l|wNiEL{!
z%aTOV#0K%yII09i65*m`Av{BbEDk#CB2@7~VpE9RLNljE8I$~kYA-t9gTe|B$)u^9
ztfiGHm9-hwbx_HrRi^AhacnYCpuo`u1g@08ljArt6hq=h<~xOR9YeVr16gaZlmLz~
zukm<AbF0LdkB?9~p=b_XWFLQS1k<37$+u?LB^EU%lr+W^)kNo%3R5yw1tt0W5AEo>
zeB_hsTTh%*rDO%LL@q&*_I@F*L1b(cFG8%NDr3kp6G>tuOU)5tV+b!gfT{GONU<al
zDva+#<e`W>-w07KO$AM*{v>G#P4()(xS1QzXYS5T!{zuNP{!V7gB4pZ$h<><vc2Qo
zkH#K?3G=(eYg2upQwdBCJ>ySd`_~T&0wzdvFc}$Q)_{0l!Z^9bsim>&3lD1+zD{1e
zo4NF)etEcKY3lys95Q7LETO}2;eBX$WbnyE@24|QkHTOJq>HK-@h3cgTDkb3X!dsQ
z(7lSg&-Q;kdg1Bx-KW!!ZjOBkh6k`ceB=9lW18DHs_*h}i!FWuSQil5Hh%%>eOnpS
zg?KxGX;+edUk>knF}M?%H_^L$zW2aF-+|`?yOBf)xOc_V`zi^ozXQ1%{xcD;?T7)(
zflLYo;0nvgq5G%aU+Da@B_7zkyI>uGk$JHEjpB+Zy-)f_Za$m11?oI9l^DnuN&ST;
zI6&W-nd#xN@kayW_xnemAr{})CSTYAlI<|k`{mT5{c{h%?NAOThgWWgo@zKr0Sg2e
zA;1m+rij6TzP|<DzkUUhZ}(7lH*hx+H~Uvt%s+m;FoGGT7(-scD7?b)@e$jxn)qpL
zfZu)y7`oTjG2eR_CXcLe?^cL+fM&OEZ}v~U5w@Mc`v^Y>z~?Yr7+U{+2~Y3ed$!O<
z3eBY8tA`&zIQLv$8QlnGBJdQ!B^a1WI6gf$JUI*1KQZ@YY~lXM;+>Jjn?p;V4=i8p
zgSIu$gkQ9Ezi535e2dh%r$}@Ibg^~zyu3B~%T8*uvGM<K?`y36!G$-u*Jf{6xy2A%
z(0<M+Fgc*@-F@s_yf-*|gWhZJf^l-kxqA6|pnW~iC>L*c2M@>fu1<EIUNGdsJJ`pE
z=-`b1{X34o`GdoIYcYRWhx?B|y8dA`))UVo@#E!j<%Y~AWA^sM()~p{I+{=4Z2NNj
zlgBTwb-%oDdtu-C?y3WyrPZ}siVy4Z4@Bo3)D|9<=N@DyH<M#Ghnear3C;47GcjAP
zrncP7KJu{OR8QgQ-ux3ivD>dlr5vPX98Ep&5ai#wD~k;uFE@Vjy#DHP&83B^3(yKT
zQ`tFF4J~Y-@m`p#KR*jfZ++)PL&x~$&ao{WBin#@JBN044D4=uw(HE}?MJ_E*z;*=
zLtAFi!I<RDDt)m~n#$!_cpR;etq^nMB9@#_lX58%Zj?mD)23T8a})AXbV;#dy^b!{
zklA`NGl?UpG#Ym#$G4<G#qLVfZM8@$RJ0l$t0hCzlBuaOF*7A0aV(sb>zAV?W$D7q
ze9vf(qe<)*r}TlownUwuH5zADVRSNYmB>>rfYBB1V!nq60?h=TVj<Gt1}$s`eXz+u
z)J4N|5WHN1kqCUmJZ}llTP{GUM3`s^P9;Q(8LlF_vx4iP;(IE&?lQKknC`?S+fhS4
zU`4D`3B7foA@e=O0KIG|cQMzKLwAWFuEF~J-fsQ><FN5pK>;7~d04ZVrqhulA|di)
zH5T`QA7LHjm_?9af(9x)!r9yVPfm{i+u7;gJ=}lei+v}IxR%Xy6A91~F-|PP@pv$9
z12QNA&1OpaCUH`#K&lD>2~(&DfmSM(G?=3ZlNy=YL`iIx-jbzP#LHsyW1CKFYdX2Z
zS`aJLP-#pYkBN@aMyABElH*ub3r(+$&}hP<wUGuh&6*@kOqW~J6q*=r6fY=%jP)n`
zhOt9=(Lz<c!I++C-juFS%dlkTr<c{2Z#%gA<fWp<1A$b<pEvsbcD2`PN54P_?^VQT
zE$NoTTuV}}E_Rbd6DLrZ#p+l&XuQTGg+4*3vhbBAktRl_k5^lgH8CklQ=;4$FEhqV
z4OWREPOOg=>tdxwt2#DCn~<(c%+SQ8iuG|KU7S27MPf>30GcaJ^4JtbTq;)!nQ3~K
z+9)u@DHGB~=J;Ta$Ri|jJ=WhTFf3H80Pf|)#Ph95;-oZwd@@yU2I7^aXIZOiO7<Vj
z+TP5Gvj&RA{$decCLw6#c%9Nurwq_*!puf`LcAn1Ta#C$%Pm!<<+BY*B$*iob3}+t
z%;*%RE+s-16DZL8a@2t$J>8s2H6{BARBmL}#^6X#3X^V#QDtNsa|>e%N@DVhWAjU`
zg%#0hc~q6jpCiT5g}!VlQEDJ-tW<q6&zh^vt%IZmc~V(o>8`^U?(RKzLm69w36ZRK
zi`d{E?n@N&m8qLbnk%*)FW!16f9w9-rhO^3+cdc)y5h=$eTTNUUp(^37c~ctQxv*2
zDEx2MIsLD{to_w{>)&-op-CKy+ypTikSRx&nu0hgJWYxr2_SUNJ&@rM#PlI@{79l;
zx-ychi(qR5$kITv^k2rkE6@vu-hMz?ka?kz4chR*#sFe3NV|XIa9A0<1?wTz0k)s`
z#u;n7Y7dGW^fy6|6*OD`^v;dmndv?`cc*avE9=6|goOu{3qzM-Rs|3Z0=>YzhzS&`
zcclNpcy}i<A@^?P3rKZ<7Agod>#kn7n>~Ifulv!~$NlH}r|$L4KDjx5Z3TKe-{juE
zPIK$tJ@Rzh+_R={`q7Rcj$goC*df>+dTN(@>Xv)AA-QCu(5(i(-$RHg0wQ@wVUWQQ
zC=i6dfnFFzap;Z77ofMlmDu<#TtT>ZWEe6Tz^L%{-1}O^wRN}s|Lna5cw2X#?tgdp
z-v9E<4wV~DgJzIrnQd8?#mvksGcz+LrWj(!cGzKTs3{~VrD?-t$1yWQlHULK$Z49k
zGi_&fI=lCIR?qKIk7e0CvX0}=dC&WOU%*;;1kiIy=>_P$&^ddtbM|g8v=YPPh%aI(
z{S4@LVrr^)c=*vkf6qW4FzWZvcewxlMDOL9uKmzk0Yhyt+V;)6Qw1Y$F!%=JZ!iRh
zpzoi$fzfxUe{iIKbbQEmb>L_H7y)`Aq3h<rOxN&K-^e%=^1|@~2N;B4{Ke-85LpJ^
zjJaM!>i;FU7j_JG58hB@3U8=$vhVUt?+G}HV0i7DQ!VJ}-UFj;FyIDAY#R*xiOIh2
z9X3Dy;Zo8I`05eu*H+!Qlv{!fGA_)|%`YHpVR3e0aeCqD)WWmLg=gdQ&qimT4$VC2
zpL)_g@$|v?v%6zo!@50+ur8#QL4d=@17F`B`ycN8zkgP+!{0Q|!3pi<<O$2$8RO%O
z@pgu7G{ymiws%8AcA1?k8YbEt+%Zlb5a!_J>ILRr4=0S%CU?ip9_}uFXm_j!D%jq^
z_swOFue@o$;vLUrYtaAkirp)3L$fiJz&2{4a$|C8l8PI%D%*-{_c!f1fBJ*FSH2wl
z^v39Wm%Dd%T-n-qy13?O?$$$DTMlJxJ(5;^EUw~^KDS+zR8NoGLJF^>M%OSC8hL4L
z%EH5u+uo09_{daoR+PR!*jP=8ZHaIFyyV@U(zAVK=LX8p4_00nsd|5+`u)kO_a?SL
z2=JNFEoVn-E=<&3n5a27Qgddg_RK*2+5YAW1MTni?|!d$_qne2<2Rf4eO%jgrlPW=
zFux@$wJJHPAX1m4;Te<=A;1usSo|=q(8A_xDNKlI69*C0L`H&ClcBYwDD*LWnUTUY
zlIYPKexA<ImX&pEOU3EhEobYuUTCU1TVH;3OU}`%ob%14ryBBi<V6%kh@ynSvC@#r
zB*m6gS-d7NOpJ<AdnFkBlgv<H5u6-`i??9IwLT^##;Ekv$|1$qO)7MOrI4cZ8efwk
z&}<BXdxO?br}EY+yfktQ7<x5QPo3P`sPwgh3qs+e<h#i^&MLmUR_LJv9u}chJa;M6
ziBH}nqB|I5-X^85Qh<`MT|_J=3CC3_@{|cYI5Y=bzzS#ke|L5I4^rqxxx_czLe;2n
zfdQ*sUH;&Se#_5qH4e9tOm=3mJSb!bjOXi4j=yqp_%{#t-{G(;*$fAz%v+}kR4M&r
zQg0D_Pr0wzOiWA?78aW_vehzmFq7{oln05_Aw1w-6<(~Ts=|4u1cf<Ct%;FE=Y-Ym
ztE$<%H9XxYR1ujR$cVs1nn=m9+@x4;Y$VHSB5O5xxg4v}5~Jh9X<5dc!l;A{lSBip
z$2cM<gf6DbEvm5On3SU2%!;zK((=s8>Z1A`4f{_V`|w)z&Z9w0#Vc#we)ZPow>P4L
zC?c^YQXigdiOB%yRhtv|atlXd5UIit+*OAOR93zMQf)0DD@$|{fW9F1%FQtfbBsDX
zK^2}Lx5P?KQK0?8J$$H*O4dcEXd)A(=4i1gS{9xl4ol$ZBYB2MMO2b9Dp6nx=V(oA
zjZtU{)5WLABV&VkVpJ%_HH3_zamZ?;ATnN_n6Asrw-l6{@=9gNnX2^MxUF@?yE~fC
zUM$~tP!yXG2=yEyaiCltVl?2bmSD3f)M}+i$4JvMBg(cWR5!#`Y_sH)K?ej)8%5JZ
zF?F$gE96Tgh03jXnU!IT7e;3&Qwjvp>HZ>(LnvdlH_R&%!Ro-ZMoXd-<*~`~m?T9^
ziY6fw{1{Aa1YV-|2jekcMO0c@<^)M>wlQl<a@EfC+C4GFO<8sO_g%Q&a`cKirqG)x
zUymZKb0>J>MLbOcXzW|sj#utHUb*}DmVGA*T00=|IKHN7%i&Wy-~af~$Je&(Jxo)Z
zHu~aLqI}<W#=Pa^x!IpUlp17Fsm9bob$m8eY4vBxJ;_36EMq+ezX3yV$8iFgN~+Y#
zQN^%T(NwWDkf!h>Ntd|y>D2Ybse3b%f3n%?$Nv=m_-B!M@W~OFFdDW^v4NY{2E8|d
zd+(3jTbgKlS@pHe<9`7zO&EC_n*=r)wuP7>6a9$E({>vl8(&;ld@?sO-G62B;hwp>
zK(p!dH&f>BS4|IGnHcRI8Ade6mnaF*6-OR_GIeJgk{-}i2_o(D;H>)vGk0=_?pE}6
z?d}`-yle9Imt!BjOuR2|FL`~t9_=3O-Zj^|=gH9iXQL4204Tc;LErvHXkl3F+Op7D
zJKw#1ZeZ8k@V>d>{qqR%!ZVj}_rTXs{Wf|0>#1|kCN3@vU6>pCcy8j+?DW{|5=%fh
z+w=ASq(EE0=cN|rzq~B(Tkidfn#cgLKvaZp0#*^^1i~ic{&2eOasTkG-to(iW{%!p
zJo#YpTF>O8{t;+rd)ehXJ2yK#HrzYZ+db3`!femr<KBVZ7XUmo*fTzKf2#N5%-x#r
zy*nVzL(mz-ok8dsM4#Dw#NWQF@D{(g0p25pYd^!KfS6w<#`{Mn?hQ^~evDj;hh7F~
z*?2sFghklCk4+(8y14M?3bUhKP|yYz-(QS-N5{v8$42_b1|N*~eKy^59Jzw<*Gq5s
z@!#b?_F3d81qMdw7pdf)1K}602q2*=aAs<Y+J1fyXR3>ffW+XA7@2(vYiQ<a|Mb(Y
ziDx%J=^a717Z~`LOYZ$2z4s>t-tRr(WxdyFv$M0Ei>rg1yAulS;)!wd@^<(3cK3mM
zpj?cLCuH`b98hl1R=nBG-QEMjdm+rh%>m;A)fG;@ZqEKLPJWv<VV19OdTW{Es<j@=
zSG)i2wau?Db8$iuXj~ZmDK4yPDyePGEZm~E#On+(X{p7<1$E_x4cRH>I(f8K8JCq&
zT~~K-*S?Ew9Uqi69!;y<6I0S=&TCd@HgMu90#s?P+^Ee|i@P9^5nIcOt@jdTy0cS)
zl!ctc?GbfnlXqW9XulNSekp0^$JvK&RKM5XczL4X!||H)L#4;N%Z_)~o*%A%Z?x{*
zV9mQd)u+1Z-+k2neqYC>{v(%q4xGQ!+VN3!-NC%9n#}lu+_>D5gxs36!mV)`St?_y
zNSZB?mZ%lARzrP+rN(Ti)TxV=@=~?3+G45+vy|y|8Dfz+G&F)rEwxy7<>#H<-gIf-
z-b?%Uet!J$gO4uue15t6vkxC!Id|i|qgRf#pWa#3R1_blrYGu{yS5~EY)dUk5T=?#
zGsB7LVT5>nP`m+~9toYr#Atm$gw8L{ii<J_=@e*%$VD!8QOiBddOx$lPYsWN8Z1L;
z6llE?14}FOG$_2nb%8PFka#O0$`A~=D`UGTIBsgN=}LTHsrjA?w!4(!B4@knB|dtI
zw~Xy3pgM5Kc0z`;Ugl@kVD$=r2@gdMSw|;rHfn<7BAKy~OqJB%$Ma1`yI)~E-thNX
z?&rNc$bS_vbR#izeNe!1AIz(0_uu;ayv}CWYZN{a$n|y-7%=2AZ<)+ntHnmgFw-++
zg~dkb5atLxLn#hiu`fuz5^bnJg=dHZs6v0HG?=3#2z4~jesil*0IAfG0=761awPaH
zH=`;j+Dd_)iH~N-MRP1h3ZLgK5J0gqCnL*TS(RQ`maMl*xDqN$Ok+t{T!lbs)yHL}
zr<W9`6cwkIlxJ2{Z)x3o<o!>#wjJ;ya(=aZ<G;VXVWmALgejF9V$D(M=I9I+<drF{
z41tEuSM%j&j?_qCN<$eErdY>USO9=UnsA9eO00|IsUVRpObMzlV672+$QFi7PnYUg
z3L_W7CNx%oE?j6Ey%SpEgkcGyh(uXbvN|qR6PKa_AvZjlZ!k-(5#i}s*3=BH-i+gm
zy=W{ywvb^6mnCHAvx~!uw?<WLi!84*=2u3R*B0zNP<`~>ZO6}KH?^`Yk%0nns6tIQ
zTLtk+qLg$_d=f7qMV6LrEvd|D-BZ}!kyzEFO)Vg)tid83pfAf9XA4P)z{||Mu;i5L
z*2309sWq+Iw8B84W@8}fEmxnF=l~BYH&~<!m1+r6ZHP#X<tzPJ(jbn4BsGEMfF!qs
zN+ESY2NP!;bD}gR8*<o`2?e6aOifa8dezR9%2r847M81b3S@1-knH?u0W7s9p&-4g
zt$gRPx<lvck6x%c_-<ZnN9jIDa`@uJSND#6ezWe-Np)fdU2By@C#w^)V3{+ElPeq2
ztG34#RcjM-DN3skUE+dczT=5|WrO=NM;{-mgsY1)CKXyzO5|bb40%K#UEvifT>6J@
zZv6i2MAtNOk^L{c6#gS$2+#|IX%I)&JKhc6OVE2^*8cwJJpkbT@t*$iUik3kxi$!-
zS_+{WoPeq*WcCg0nq%V#iXeKN?KU<#wlKf&WNv77;KSL+9gF?#Px~64f_U5AI??~x
z@L&(r8hndK&$s%Adv8v59fev1C`W+AGbl><x*vkG>J~f80ey$>RzB)Id28s>)#2|r
z9A4($CDr%Vz`H$zAC3>aH`{k;u^-ZRZJAMsvlrUjc0TQEp6{%id{8&k)za79*4N!W
z{J3qlr}ar+>(fCHf%hP}XH)0Cp1<?;Lf^Cbfv58$PZy`57#e^9umRu!E+RurF<ebX
z+C!EyivObbW$8@e1<3tb8s>9daTKvhAhP*4ClR2cgMMq1e31?d_^`8o^po!CGY=OI
z-FtfU{*z1Hb2s}Yp_tglkk4Jd;C7gpoIsj|hacP>y7OT0K1`y4DR&8dhX(schkGXm
zt|QX@cix@tU?72F3j}@dHbK<|oV>h1-=*&lM&hMYA&{4UPU{467B(>s(RkPTW}$c&
zqG)0K>P+Y2$K5jzZ3)BhZQ<oEQ8d^e{;VGw@>}o=b1y`?O@X~(_})~{#hLEIwnz|A
zdf~DH)cpOjO7EZk9bY;@0|ofG2)v{N!vVas0Eu7l@chC&L|RWF$M@{y?A*l6{Lu6w
zpf4i!jv&JCFPGf=KivC0to_LkU*=vrJ10APX9q`DXD4@8S2W5UgGPCKqI@tYUr%=*
zG(<NzW856jE_NvAP3|ssXf(7KyZS+xgR6rVv=zHL`Z(HoZCvlMa)slv<qoS>yDVSn
z{K{(^m#=j3^oGfOLrzh7bz@_B)z-wMWHy~e4h~gv#1@IxD$;6bVwzVdJCGKwiK@!4
zIkx}I;X@Znx9mvH2Yt99p{zN!e1|e)Yk(rwj-px<EOBC5*fEv7*lJHsoEs$)C(q`^
z)tD;|L^T{Y)f_NZ9kA3KNo>2g<;=b2%R?=fM;hNB+H&&ImXlo#?+tE;p12Er_2;@9
z&vrGR@7#H@bKiUSI?mnLb>ySE#{I?lRq4^GnU?7C=!B-^w0+q*yOR>PDrF^n=2kIl
zyIOD{QhO}kd^pw!8@nyaofhTp2yI)Krrsbg5V68>{;@P-eL~E!sx24V+fKK(wpLU$
zmzN)E-Epd8|LKGKPwd}yu)XnMd;O`7=C+!GXbmS`&pq5+bfT>&FPa}I3y4=^W7R=n
zQtwEGUs^aREs`9q4~*3M$6ImH<{-TsrINVllpZFnm(}2_S9^+hc0A^KG1m^_d5tPh
zv&LJm0Pe+vY5k&%*f<M5+JM!IJpp><Y&RtbtrPlaA!Lk+64P8IbXNu2!yxv9C1;}q
z6h~I*CO*|kC-pO{uv)3Fl#61LHVc_9(H3$_3@6G=lJGoyJYI8i_;rx)azgOhkib>=
zpw(pjJ0$!&c<hQG|2O@-U%>^v&0{<2)qXLN<d`U`K^LTeUOAbUMjI3pi*RpVfi6B#
zz~p-1N%m}^w^$i0(cp!u5SAo>Ch(>5ed(eAo+?xm!A;DCIWwa~PoZ-$RGJf;?x+xX
z>XiW|EiT+djEP{F^h6c|#bTh121aU{p`tP^H$PsgV3Fv-6c&NPp^({Bfl3;ik(yar
zl3Y+2pPL_>lb>5%zxT|=vgTc=5X!$TTl>4!o7TDcgfJx%Z6tVlLFr|S4FrZHh{z2h
z@kner5HAKx^To4R5`)|rqq2av0aWQY;9eF)naPY0^&rwmvK1zZNQ39d2wVkIX5gx=
zJWZHD7a=yq3e9mGV>Htk&9=k}!sDe;39`sINJ|hHEdql{5grkdo*tH#Aqk71$W*=z
zZU9%zvBqlB3&Trl;;Nbx>)PXMTEolg6YJWlkDYHhcWK-4a~a!O*yc!_NKV(8#4(A+
zoFZ#crKzCYTv!=dR+HY)UVY?D)uGeLH7&~I+z^>DK%k}@qB+(Cnm&r83JaB+6$v?2
z9jDvQUM^`nWXUeW0{8k6-gfa>i3)Hha{M{+0InQbB)sV&G@0*)XL*tZc#)o}45ui<
z@FIf`UFyS-5u|3wVS_Zb5Q!;}r@@JgEMq*+l1$ge;DiPgNoXHP-{?nnCkYt(SVMYg
z(w63&#=SXBdovq$B~`WLw;kMj>DuY*508F!v--dZWnu=)7^zRsk1E^(E3tfAUgIuU
z38i(~q+F^h4ED;4CUOpDtU(1i1W=ipC`(#NYFSfKalIxchpCDRW^4Ru@}+<JrpLOb
z#~;7cvHRDg-zDw^i0vEi0SOld?R&?%AzSqu?(OM(nR|ymhcvT$BX?jVAE+3d!0>$F
z-qEok<eL3==?l1be)#gj!0~6JM-VST-}d>Q{iA)?UZ$g$>369A;dsv{Q(cE4;1`^|
z&|U#n2U})rEfii%-YM+vY`N8Q`0C)Pms$6lZ6w_nhTXm#y>xf<^PbVWqr*3*`riYW
z!s6her^67GYGV%wXBghI@VI%Zvtg*Kxu>(`(ZiO<4_b%r?;3x&d!l>SWZ(Yr;S=NI
zpNvfpOw27z1H3Oj1%IUN2LDC!*^o=dNXr{i^oBHFz#P2|A#4~7B)kN}NM{Eu=&<`!
zK=P6^<j+W^MP%M_5EYRt=}S-vD7bV3AOz5bz7V*g4dNXz%*5o>!=WiCu|4|WX~(^1
zFu8xOYw@$5na+Nsr2@X{C718?@c7Wfk%za3ZrvKXb!QOh_rVhVLKfNZ@Zi|+qsjiy
zprjb8ilML=d3PWo8A;x#0`tS{owD(+lOw&?M}~R;abY*$JHzN4++Z871OW6xqu)<r
zDnKu|c{_)vE<K(H=!Fa}*lj@H54vXW_kP=~0ecQSZ5s*vGd&N#Aotoj{>FP|M(#j8
z%3ROkg`QnchhUWQuandJr;eik{NupGHYwP4T4y__LyqK`$w@GNPs~0VTevmybjj^-
zru*w(r~&!K;M@QBdw&vlUp(Pu?sar=f3cigP|hwMuw0zcuCScYZcd)aa`Xg&7nZxD
z7c{lG1N7Q^!9uv#!N+kkX5%{d70c}2esk0EW%h5sZTH%1>)%=D5lY~ht+5qbt7{u-
zGqX|+S|u496zb(IAyG9nwgOL+1`q{4c)o9_D3}(bu(a2-?%KXDF)`N^nG&B<k-nul
zyMAv}*><WW%}){$Ad6u|6(!UhNvl7lNp0eoO3A7mW>~SIxGlV9pSFC5x}-%{)*fAd
ztmNp`#`hn!e>}YF<FS_a2ex1AZ-utFkA|Bs_O-s>yYJ(ny_b7i&fIJ`c&T>hsq)%g
zIk^?-@fjK6F(pwktr-~y^Ky=6r|*fjR`96##DFqdP(7cpSHn4M79BE)It={XTFy=_
zcehd0ZWJ}Bc}0A31lB8#if>GaK3HDTQMIKE2p<=Mad7l=_we`h^21<o{=RHVXp~vq
zT3^vzU1*Zh!<CFf&BYz{IXaFv3H=r)aE&N*lZ0fa<DwD_A;}<_Y62_@FN+e)x*ke_
zlSb+qWeJE4$6EAWa*-pAxPpj#lSy7B;chmmJ;U_AV2aR5J=7vMjmX_3_cANIjZ!bI
zz*Eiwf!AHmM2l(eY`h&Kcq814X>LYIfJKhg3cMu@cQ(O}L$sH3(NZ>w7P3CXcX<%z
zO$u(EUhW^R$E(HO9EyFQ*P8*DH<;wjVvd`H=Pu&7@)!<u(t130IX2+U;D9$naVr><
z4HAL7#TXnJMl>0MRZ3r>$U`dgwuX@slK2^!^4NHuK;lDXxp754kW#>du3aTgZKi3h
zOu2y~(UBxNvL=ijou&>?k_(g}R2GUtfhM@kT!tf`<-%ve>>gU9fKrSAI>nVqN9(n;
zxHx5cMwrDa^9^vdb6Sh`aq|oI4ZsJo#r(wV%=|5tN%{HVscE{{_}JXSrh`ZG>zdqf
z#NVu5zs$ki(FZKSe1=dfQiX%JApp;I#e~?o`P;h(xcd@Nenbb4Ag^G$SQ{CUloy{_
z8k<pUj>}S*<Joc(MW}&A;;TZ~(jdCfkIch!<Wf_tJ~mw&ou-LORY#?Q!vRvc@Ny$o
zqQ%R!44s*-(gm@(!5l76t5ror7~*0z(J=y}i7b(O(^&o-ksu<$lvf^K)tuh6H>>qv
zYSX^(^2VfXJDbm4*?;A$ma`w_ZQmu10@tpNZ;8|-XU3LQr`NY;ZQq@{V_!krfy$1P
zJI-CIKYk&lb_Z}TQDwnN4QxxiASwmWmtl;iXu>tgd3A@*>^yg+6u395G+3aq3m~sS
zV>kK|{8+M3i6KO!!}8Uz?aPn`uob~PO{mC75F0}TI$ws&Ihg4fL`Rc_7^>Kfz;y_s
zuk$9X#o*Wb5*=|&U$!EEr}kn<-N}3>Jj<Odz={o2T@>4rz_BJWjBzwW4BZ&3%Pg%v
zbf)9-m-|1uTHLmuq%yh^nLz?2L2kgy^ekhPF{3EDaBFyOxjHe2p@psr6BE9PA%>xe
zkVK@!7uDv~?J8{8n_Awaj>!h@C5g=xY1rR@dzX9;<CDYSSOB*J+yl)%7`X>N2jJVg
zBe!o1Uw`g%82bF`&=>F_P%&^X48DOB3{M8r<`RPejVy62kPl>PEzXTR8Nc>)^!(T3
z$ComrW*;9I>AU_y5_}nY5eysX9q#WOg8{b(?Q{1kk%ruFGh?^RJ}4c!Tl(-}-L?Kh
z->@z+(YCYzdXaSB;j3L^_XZ~(k52SYK!Ms=Cv+3f4t_8{a2%3*pFx@#$ZlgW$iHuK
zaQ9q)+j!3oK;H*<_uRd4`tJ3!_irD$`{2a&o-5Y|?p+%gyD>QbU}Uau0#q;1c!6@k
zA-Qy!c>ejs5M)*?T`5Me_+=!1UIPaV{0;s7@lzE*U)#*q&uy;&ZiMg$;5{4h+GYZW
z5Qi`<5PsoZ03=2tHRfiJi`Gw`OwBKLjW0sY*1`Kv_uHywk3V?w;iK96-?X!R$K^Xc
z(KFHm!3)<1uS4AKSA$<c_!xZnXy_3%uZ@ljOpbO>_kTQdzY#I|c2+D+3xaF<NoVQ&
z{nF`s+om2JhbCxv>z5|xkYTF%d2kU=jKhrDPeU&t+zW@pm7ck!zFnx?J^gU;$~SuN
zi(>{3HaO3MR}C-u&tSh_j(d^3vTlgEo9llUBJZHd8XV)c<L$pt>HXtJ-S>W6aFi|`
z*l-4CJ7S-ovJH$)el;-n!Q;g<kDe_}w*mCRQS^dQe~FF%;ocWm`;!|lbFZsA+Ql91
z?CJr~>*Vb2=;Y?$;Ob!S>S*ugWbf|cfO2(2yE|e~PF^0)KCl3K-E7eNf_t58+`DqQ
zJ#g<^Z*6+xjg7Cqx^Ck}42!LdjZ3fGT3udQ77<|<uo)pxQ-H<@a0D5i!t)6hcm*qh
zs3Lz7!P!Sj;M5gVx74=9MrUY@abXF$vAJ85%C?(xt4aFAKxrgNpC(PJN~$@U+3;>e
z{vLTuEm@gO(q_riYP5xo^4uDEPOYYJdt`M-?w${-Pu*y~*xmMFf6IHlP3O8B&OX}q
zZfD)8`*o-8)StRtbM%Xnofirlj~3PK%dgm;nO&BVkdYY~R~i$yBQtY<PS(EE#1^Z*
zghR<8_!SU*w$KB1NXUCM?7dp{ZVjtl$!JrtcIx@9I)1&9Q^+GlV!aY*q1zLq50n<|
zEG|mc>s?l@`Ssub!|(t3Uw`{A|N77W@DIQJ*MHu$dKr%v+E7`rqq<NpqF5x9gH1(y
zYcpjeSAV<T5YcZi16J`v)~i@9F<NYrg%G31hO2$e3XB$dih1^Gu?ui-bXbs90jUcc
zD1>EX{M%5wrVu$<wBBKQKLfP0iQE)CXC>cNFZDEm(HFQ^=qY2lgT@P>%Og5c0^T9|
ztcH6o!9m0K0rXYzFd~{OGh`DJze&t+<53)gy_b2r{@%;=_jtb*avmB)U<t>aMcPaV
zT1~{R;ZPmKTz8oO4d~0J+EEGXh`3cDLCdiIZvp@_C>y0hl*NDxw}gVlS1QHuc#t-X
z)*C{iqM1o4qR1FFPvlKuxH6&bR^UbFVT4LtWTGS?0|vz;dL$?pqIS6v$qHkPh$Rjr
zGu&7#HvtzRZTSE4m@WdgyHe^e7YDHD(3Ih0wQ!S?v}x&9t)B1fwr=Ix*Ihj9y#q16
zIDf8Gm{V4~b$e5GMMYdrt|d7&rMP_O$up(f+uU))|5&+hnFE}+1!JjvmRK*<L~^Aj
zUmVlX1H0M9575`u3-9I=>WIb$61k@6^sJJ)!mZ74Z;8(q=^`PD0!tV9k+|NWP+7-B
z<LK^z<Y1;4pf@h3JTkq|oR|aY4MKBls8r|061xzY9uyW{3=Ao9^bhn1!As0$OH!gX
zI!b1>3JgYyRPIA#`my+IbCfotFs8C0tzma&OGi@uE@MG;d{s-^d!HWp{C4Zvk8&H^
z#gTDjxrS@BsuI)U%Br)Pb{6hDShn|Q#s1^9N6)su_i_D+3y>HlOUQz=2tZ#!WU?$i
zQv&-Fnar`onX^i_pSZa1{m;sG9tQ3W;wd-#6W_t$90DmpTqQ|vB1jE5p(X%?U$z{}
zQ{x0$93Pej%T@c*VFZuuf@5JQA}^X4MdUf*n41GA>wO4oFd>@)$X*NyR;Yu{wIHF^
zn<evN$@~TCAdxOmsP*HkFf1uN5+Kyb60&O!pFQ&F&4X9IEZDKfpC?<533S5KP!z5k
zkrl{S%HuKsdL!~GG&a4Lq%cdP(zHo=>iC?ntg^gqyDC}_mu&AyDQ%QTq|@Z#6!7|L
z<G$hEN4EH^;qU#y`m1~h6Kx>*!gw08CWgVf07LhX)$kRPw)*AE4YNy4Tfn{dNACjq
zf(;n%m$-Kr9H!r1Y##ucLgHa(N1jaHcsB9D*Apj!0U$78y8FmT-^~~3^1}^8$LqU0
z{^-o~gVwow<u7N(E<D;YbvLj7Uh&=T9oGg9eK!1D_5F0@97OwmF>?9F@HIej5T9QT
z$eJAQ9UHnfF>rAXLEi&U!SRb&c>zVBwqW=C;Leer_Q#$3AKX5B_vZQgw~yYvfBbs)
zN7s73{G$8bm))JWdO9BtbPbF=8X4~!nj9OPnjW5>8=aXSpIw-ogUO&LGmB3_5T0K|
zs26OLw)L$eVo44D<AU%vCSiCJ0eyeYtkw&q7hn%zT^sQ(;VukPy%Y*D4q_c5N<Ueg
zee$e#=If99pPlS{-rfanhx48Dw|mBZnB@yD-=XoLuHmkmLpQ%1zV_wtmp4Xk+#9*q
zJ^E;9Y;a;?3<-&ao;%0^>)gJGB+ivSk2M3gLubX@-Qu~2&GREy7iNYR7iQs10F0wZ
zTHO-&A}I$yjbXsY(7FqH?^pdZS02y7uEM(1J^LkMOa4wGF><10v-|$nb1wuDkM%+_
z@XYYlxq<WGZ9t|b!B_LVEd|<7_Ad+^ob5aDmo>8eResI?#5X}MNx;<#hya0iYIX)W
zO+yYyTapI&tHEmW<N0QPb@Y9~y^U7}{;VOg|AtS7m(Y4`a@Wmycu_C^prBq2O4i^P
z1i<wt;r2(K@G|$hd0^a7o~~|yzNjVWwYPJ&-|TF^2@-l;oWa)X-~lZaXlHLva5%X5
zq8z>59gyXQEFV{UZ>P;(o7a1+UF8gt?^|zdeC^eBzyIBuO`E)gLPJtgc0oaLT3U)s
zEFj~8Loi-MjE^9gAPFXMFhL^k5Hp#l3SnY5p;*3zt(j$Qbvtv?OT!{kmBx6HAzo-n
zp=#nhnHm&L9W0Gym~zB1m5TTpX;c;0P=Xhy;v|W5OExDipO;u5Nw3fsHb!mTo3{N_
z;hqmG4_&Q3dSmP1>*XC^6zuvqx9w71`=zvoGuFag+RO%1R()JyQ$h9a%5A&1Ry9`?
zRu&|t7DdHW#l>!mjj9hf)#~JxB33aoB#+=-Lh^3lhqTG5JC*dEDn^@<-l}4@>v*kN
zUcHiC#3RMvyptKkmgLw&<;8nSiqi~6k9XF;_3yvhykg~s<tu;pumAdofBTostCtIC
zgza04+G|UUz`Y`J$F}^Ax-2u_kLJCSAG}UX+$^KmgWemXf$274Y6K}Mj1Ud;Yf6lq
z?<nIt7*rlQB}&BE#G$X{G1p1>_68L?%-|bt@H4BuRYF%e&shWQZ*s2)ZD52Z&>-<r
zaXq9AHxbnp7AMq!=({Gwb2;8?1vPLTz_6T!5>lL5_|25SwY1>%B8DrU>Kx*`!pH4Z
zZ?{)qL&S7d3B4p7lz`y^#7ie`BH`X41+S%ruBYJFg#;`Q30y%Xt|#Hw_;~&y(Dw}p
z5H{(s(cw_j7Al55Tc#76?IIAORq7y%l>%a~IgCnWx(4AlhEkk}bk|U-t56=Cnqw%a
zh)u~gMkPaFm<U!>ic%lRr*OT<V98JhhMNg7VdO{)3H-)-71pdL>NTNafxlW2nwqRB
zE{ZEHOOA|IL+{`QyA|F69yk&fM-Gwe)z!_7yN@2JZEGvp){tLaw{1_y`(NE^IdZ}?
zl={zaEdR~Q_3PY#TO|r(Y*=iTJ}jBSQTpTAej!Y_$CCKqcJRS5K@CpJ-&)(!v90Y;
z!Pf2Sup|;s=}+RK0?7_uI6F_QlXr-tcgRMMKz}kXBDEm9vN18gGAtz@^j?<6>cbFj
z4k9i``M%>F=*Qv#+^%qPaq#ssB_@LR*bo;ZF`2|BGgGPdXRy8LY`j#%4U5-jl|+?q
z1FJ(=={8AHzO|^P_58<2Kfl#<;(Y4XdZx}2#1W9BO1?G9l2eqpwIQRiJ#WX}g0_yz
z{l{C*d{})50#d2~cgfl?sxDj_m##}I(4`k>Qu5^SnQ^7HyWjid$j8^W>^)}AEb(JW
z*LmUApo8oJNC9jaL86BQT^ztFSK*IHz7k)$#E&Tp;wVAy#RJpwG$BGA*nJt=NSZo=
zst$*HiYkmCGvOr$ywpfmg|R^rH^-CIVPLd?vN<eZuviDU>kCc9LJd(JX3gKyarvvu
z-NR>ZJ}ldHFn}*x<r&~YV0hB_C^83H+YIRiNfq0`@SsmE0R1_Lr;<dbY7%or5U?DV
zl~%dEsBvHZw%u|0H3DM-L1=`<(ZnwOqc=1DcxIw+dh)N&y-P6;BNGFNO?RRnObfOI
zvwOA}hpS%<U41#W7q+2#06ql^q8<Qx!4HhM9me_xkvX+*F&3~4A|0Rw80t2bxEFE~
zASG<F`{ZyROh5hDZLq%^jJ{)CXMd0xyKUiN>EyivK;QeFb%4H0N-sd~mm{Ct9lZ&A
z4jEZ6WcTu)_|ftH$0K)ohOdo}d;!Am+~fTVk9RzULJC`!@6)l4g^`Zg!2?r$2Pb<D
zO!n-V=-EBi*D>0AaJc(Gf7hX|uA>hho$Ts4d%ySNYyFQt>mR>1FatX9?V<U5!*iep
zKN_3s9iJVVoEe{*2C)pT7u)8BklGGVTp>d0#pn<sz#=um;66YM5_5A9vx*ojVM-1G
zTEM~|H3=_4FEHL8S;&Of3#Ti>EkG}TzMxS9`cBM0doTf|1J9tg;Ha&k;M9YKYmX;>
znB}{$xB#_Z17iaZVYYGf&b{$_4<{aWPj(MX^-s)<FGXW5&QCm<dHiJfgM|lMz}^5R
zhi}{tHDFDdzh61mb7T(iZ+gJyf`*JVB%&D<>YtfW3_k>buHi9cuC04$94zMd`o^Ho
z7>pUcNDRfdw<YLBB<`OvEBEao@k{8vW4%*@U(WQux6pU!N&lW_!w?UGgy4PCj@<_7
z&@=rPrjf>zN46-upXUE>clbw-ivQ%(mY^5T&fqKw4qXs?m%iark_HSFg4N^~P3wJ`
z2A8&9=HAJLum2m;?9bdK*!jOH_X6~~qg~xRTtM%2a&vS9vDd}H4uM`LJ69KbcefYZ
z>+I|4?Cas=1L%u#@B#D%$=Ais%Xzbx{YLbLcidL5aD4Oi4S)FEnqU8F`MP&JL_$MC
zTt-TAdQ^D0fX$=^2h#$voS+a{C{+<c75d=h{=^8nSWo1J*m<&j2o)*7ggdvE)F&kt
zh!kNYj)uTD267D^RHYYFPgEu`4B1poCQXyg(HC;Gg;aSaQISm2CQ(dDjEFRTT%IDm
zQkPw)&uK8_wM3Tei7h`AUwJg9{IIofAFP;)!%?OCb(u}-)EZ+(ZG2&4VeRg1t%r8+
zJ+`lXe`{4;b74_SPF725;`Z3^28*^%Evghy@=3l$L`)qA+bkgg`nD_Su-eqDb{)4>
z%dJ<kig~2i5T8^gsWmzFFv7h>Sthfeo&EY(U-#T>@3wLCo4@(Zo4@(B+s1bk9NLbm
z;+-|c7BSr{AhwhwZ7+(|v%Q&qt0jcZD!Q|V<!TV1!xet9dTgR4G{J(8(gzq7XgS|O
z%Cl2TT~!ii0c!)7xlYWp)5zT;O#ZRq!O<41RqG4fE8{w;1a2VqT2=nA^dgLk=K)q;
z858K&gHLiI`>zebtiWSdfaD9rE1`o3?7+ZnAo;JRV%G`jE<(C16}LXre-++;6>NxE
z?n;4|f{&5$&_KUziapkMnIHN!tk2t6-?#lSuLt?OMaHisg{<-Semyu~nSkx0Rr*^D
zc)bP-5x#Vq1D)>3;kZj>emXrqJc6M!5Xdy=z>p1ivSTR4IVjYg$@h&-QDzo~#iXdr
zu_9xXAS^+al4p)d(+HJ#p2!!9GvcBcX$jnvcy5%1Vl@z~MzTRekcoo~T54{NwW=z;
zx+Xgz$><y4ve|KUV2C%75sIgVDh%qHmZm+&j@Gocl{GX~Hn;9N@$S`!k9VIs=Mh5w
z-@kw3S8uOb>w*F9g|yyiV9VGnwpb7TUJ6G6b8QTP7Ve2mnM@yDR@=7o;F;Er(;)eZ
zw2=X19wwOX;!CgtRzwH6`Vm}wLpP!V0;z)J!m7&cdo#-FBGL*J;fYk4!IR8c=M(&f
zlgApgZy-kyz~roObaumHGs?=UceI43BuPw0(0<t}bs&=kR)=7roMnpAWfVo0*2Ppd
zT8eAMNqONVwY%Q`{KOY`q0%?0qL!gC2C?~6g-R42W6my&t*A|^ZUVPM4m2k3JJxpo
zQtgp<EqUc^YaCe%(G5|G#4KZGkukH_kWr{j%}d_e*zw`jW1rpx?lq<tVyOI8sDM={
z|IL1(z6^1QPy^5#%vS>U`Y|MEA{R~K0RV>xv_y%KEHfiZZiZPi3WVz_tu##p#}p?B
zOA<$>!Uk5T4H9UWh8T_o;oe|Kfe@(tc*+2w8i*GbkTBgC9amoe?)8UXjm)0E)dfBW
zs7PLk_ID>kShK{FCIGhsh`kv#EvZ|Zz~76Z3S99l@Hs%e9a#=teX((cH2}SNwYy^T
zs$sw_gr~!Cbqr<HbMBq!o0%Ax{w6W(Kl#V*#g_y0f~x^=w`aT?d<(ET#~y&U!4}*5
zN3zRo+<Ohs7i<skoUXBlFbW5AaNVO_Jwr$Wz>EB=;i3MC(Z1R72T#U7eKvmX>+z#c
zh7Zg<K0MZaVW{ukx9sxAx4xSh3vP!;(2&~zUSCKdTX;}Bc{{7`Zt<<2U10S6Z20`O
zk;?$RK;WQMzj$d&8}I_bw|sB(*1gf|1LOC{N4^^GIX(4w|9t;}CqqbN*>lq`5@og*
zCfdLV@eG20huWV)qHpi^*~i<5yIcFZclGq_yZ89?CtcSrc0PWuYZ62-aLj@M6$Hso
zd*)yQ3$nIA9P1pJ=^3BvpIR82UKpKOn3!9fntw98_;le3m?04H6VMk75=&r==&=ik
zNf_b7nQ16%wwZ(xUnSrNGA{S>nu4UU37b`T95z6AefhI5&nqEcXp`)0NQ0=pz`i4M
z&pIcbUF~1E_-OvrgT;3r&R=;n4NZI9{fI^nCn?~<1tN$2Lo&^#A(6SicdDmvx^G}+
zU}$z|Y;JUR9`Ov@ascL^KAA(hNV;0*?-o7jEC;v4*Zte!4T8dvh5My*54O!dJ_3oj
zGgBkea47+?_k#S77?^?Be^T<b&9y!Eejs)Z<SN1t1g}8=#rGy5;S-3z_s`8V`)hJ9
z7<vc5dk@|Qz*>M?B>5RKqQ^k#JqU*u05D)Mz%U>&fH7#o-#b44%Rhvp$aXq|oQOf)
z8yr_~{sljM2#$kR3$T}f$>fJ<`inkd<KBhVYg3IM58fMn@-rdxzv0th=iw#53)yvZ
z;cuY#g3OC77nF;OyR$R0T%3^Q>gev~h;noEaCbzb96dc8F&>Uy9**7~jy|w}d%^AC
zyvfsPqo>m*jN>LxkbK`+<qX{Wn_sW^r+<8H`7#GKOBrsBkFZ1<wK^G}Ct)yEEUuo-
zH!%eUDpwOi*W;NHG?9VGW1)lPA?&im{Pybh)@^$V^Qwgs3zjU#G1Vb_Q>Y|@p-quR
zmq??_=$b65BAuhl7n#ds5tZWbBBmjgtc#@@W9g<ura6V8OAHW%`LNCY+z6Z~fuhQ!
z>2fLB9G0b6l~Ny5x;MY&Oxf=DiguhVZaP%n*wMV_`1y;UT>a$QwGS^}efQnV`}baG
z+IF(Ms3Se0B}`i-V-?Z@ipgHJ9PD-pu~k6@y?3XYxl_yDiRiuDdIfMVF)qX>jY(`x
ziaA_bxTmln*J2@}JX}|<_H}Ub*krfj4}Vzu`fI^xH>+IOy0y4%OF^WZW#r%sqg7cJ
zJ||#9sN3tpkPTW$E#P~agcv>FLoYy?q@G5|B@?@=1kN(9J?On!nVVMb4(48|z+NhJ
zP|MuH41TfUxP-{i7)!8T?kVRwix~E>6dV^dAEgnXwL&kw$X74&(+d26ewnyUWWTjQ
zzpx=?pp+a>5zU1ix|tlX7PwbHb(XR{By31FLrFOR+ZeS7a)AA`Qh$xaS1!P?$aX#+
zuc93P!yEOAKjw`9uQvm|-wO133v$mWg!OdtCMt0Q1FDTVZejsi$VYQnu4K|?Fz5<|
z7^Nymrza>>!E`o?NOhsH&?LIMA9iCf!AYzNRT=3#8IB_jmg=dINy_rN^vZ_J#7vzv
zl5H}PBFw~;ICe@LC&ElNY4Lh>h)RYP@qBd}a(-@DU2Rs~w%o*Iqqm>aM*Ee4cyAIT
z6iW)`E5rp`%4&8rXO@<x78MuO)wdr#`N`eRwxg$<18{%$n^%9odgDfvUl4^SP+Ba}
z8OF#|rcg^_$+%J@<o8O{5h7(6Y=g<6zU|O~Qy&2L=9Jg7qy{e>9hPS>%_E2c8(5k!
zfWia%CGnL-b*<YwPUdah4%{m-$CAVvZyL`YOI+>g=MaRaDYZ1Y%F)*^l*?`0xA)+g
z(@A;RGP6-)G_n+m06N1L20s;ANlbE7NmXjyj+AX}v0Jwraw}8n+75qu^W3ejmQxqf
zwr=AYtrV$377=C6$c`zljIXSVt*is|&Dp-I`p~HZm%nI!_kC+#8PgO^0p~Pi2q$GP
z5w9jCSDTWXQq{EogU^n9{8jm`L)zqAcLHmfv)2k&pN-xj7z!_lE5~x>a3910>xIY_
z$M7I<LPdH8=(<RYgoPk6fE~hv$aBUqoPz0Yp=@8Klq5HU9?LSsIO6CV{0Kg5c!#uJ
zEU7z%??Pm|k$K*1S)fpj73&B}3)2)6U(s;(X4kc$>El;#Wp3L6IT9;8{4fjwR;2c2
zODJj!n0vFgwWVxnlt!hl_YQ%vJMbGr=A9>*4+I{bRSs4M@b@Mb*YgbtIIcE`r6P$f
zOWX^@YlGfD$H(|HWFjy&3{3Pt8hZrd-p!F4U|;|t*M_xUye#v+9Nr6$1N6ev!1s#~
z?^qW&B0&4SH*^nXpa6ZBNOpLjYoh<!?BIt_#?AorLQv|$K*!|ccOj{4u<zj?r`_*7
z+W$N=_EE?D-IB$7xlbS4rl=s%x4UZYZqC^4ysn3hw;mt*a^U@&BVU2i3(!09-EiF{
zDZ6i?>*nZZ*T+72G<m0g5`@F+gTtRq4qcubI5*#SaItUK)4^Sc_6z6>F%F3PcWLw<
z>=65&j_iYovpEoiM-C46AHDV9%%wY@zk7cK#;lIo7HoiB7BsO_4;R6VdbVrvLidvo
zd!BsOxA4`#0%*byN9KCQXGbQH$v0#O4uYh<$&z|52tWNs5C-T(`URewgyET>!o64k
zC*NByK80+6$c#WKGM5B0GSJHsP$9Mis4$p^e21r#b5HulX72V+e*Sp+!>*YNopYBT
zO+V;E>?r`IU_}7#g{l#_0h-S(f;oEz*37~*tl5Q`d8F74kpyl3-|4x@?%Dnevz-X~
zE<(@9^U%3^2%v+YGpMDW>HlcjrfmY~zA!L@6XPej7dRPd@O$oG1}X=Q7g^tfUN~5Q
zh~b$(sgr-7E&poVYnx&leK0%l0Wv!|aL{I<*=K`Z7@|b14q$iy+XI*%kP2*o-k;se
z{QZ6Y8NbVa*_Xf>mhJp&4lX^|4jaU9^LS(uOeSYL5$OG;-Ml|UXoP!jEwp_(z5UbS
z{a+0JKPvgcZo|&QOMn*wFXwN-y-rT9PR?%5&ThcHt}ZB8?yepv7c?vnXHS%qZ8>_P
z96a6ak%e;b@^ApX*V_%0-i>I-4IY5L4jVn~Y*vRiUS0R=e|!7?{KN0wd}9-nE)6rq
zhMOX+I)hOzH%aAD3dm>GMDk@8hCmm})P*oi1OQ+b&pT92<P}C|HkLFrSGPgvDwC!3
z3SjsX#ldVCc8X+aQ^aBULQ6hHo<a~M(q!peZN4n5OcGwe)Fu!WmQcAdRAwT`ELgt5
zg9wpFB2=i{i>wP^g#~gVe3@av!Z@C_Ff6yZxb;kR#|PzYr}Ap|Bp1{aZQXwC<b_W!
zfBwZsmp?sy`fS^d6SZ4UZY@1ln7uDKs>vuT;e-@Xe5yG?4PruzoYJnM@6xh%={P%e
z+#MSBHaVk+6B>u}N~MSHh>tu}l()Aqzt9@Sz<8tAyyLye&VAj6HLtwtxN0R2ADk9$
z+*4b=yQ(NjE41<m83ulgj7UMR40ig10Jk2v*DS;U_o^U#jOC=_0=v4Z_~6%dQV5*X
z5?7-NZPH-$Dl}MpRZ>@-!Xw=19~T~y97Bo^4>hZO6nro$Y~m2t3n-f<3@0TQr4xFY
zqyZ*rpibx~rK4y;8wftDNPcTzv`xhYB=!UJ6_A}Mf$tFg*D&y#coZiw(_O*$(n$kg
z!G?_M2>>kRdJ0)?w9t*d=+`l>zYp|!D<ohQA!rRTcr6k44wbl(%XH?kTo@F4SR8QS
za#11y1{RO&ArN4YvNkPVt;LI_0VJvmp5(~jU>F=P0>zEW#K<%-)kGI6LWN3#+RO%R
zva!9mWlwotX>@d)NTbH7<^B;yLWGH^RRk)<eoAS8TpTDC_!)H6g8Ycun#`)|te7~B
z2WIoSO>cwVOJ)*6C?NucIJc~*qP{LMHzy${w;18x6CZwcyMFIMJ1_sg|IMp!Z+3C@
z$Kz-Mh%7Tjrs~6zXj~<cArZ*UP+B3?MoQG-B9%2V5hlh?9yxn?$NrO9CADm+!H>Yk
zQUy4WMww#pJiv?_U83_RbNQO^`aMTG&U{o_-yW4wBsRs6C0Z<3>P6?e5vcwwp4b{8
zv4jOsX<~!n$oaG9uY8nNm?tr4`DztaB=VzDK@DabET+u-tcJGoy+_OU9WUN}G^=^<
z)`O=2df&U<)pYdT_~HtNN=p=ql~FN~xdlm;H7PZXag}w+HBCkB`<qT)0FrDy`=LIg
zfTT8)H5RTl&X`dco>vae0exDYIjcBp+YaE~LzliNY2B}k&v3@kpeJILo3EW;s5g}#
zjHD_n;U4JMj{(8L>;R?=$|E%K*#dI{pf6se1NdBx3Vd}F>Xl8Xx179TATEHTP{n6M
zT=06I(6?NCP-LDzPw7b)xstd}p)BBDe@JSU8;L3_O&<vpc8Ob>&fV_5IxyMs(ba^C
zIyVv%xECtnLZmuhjuf~zrnoA%p&j&INmR-jPweaVo{;AN({`>Q%s`GJBD<ofX<u2(
z!L;)2LQ@jxy;zp|1^51Cf7E{RtAKk4C;Gd`9zkl^&EcCbTX|n*-S2D<eGXs@tP5!m
zkH@+|9|i_S<lmv24~8D}4)!9X0@FqV52pGq%@3S@I(ih4^4U-uME6hheK^v0YiQsx
zJmEW#`-2Y<-FWcP(BQ4H-V4+Bw|z%f>}`OEvzfaELw75?AGY1^d#`Kc7MO2;_+nvF
z55n0x$L?Jp{p7~jr`^*J2WI>GXZnVw9#4$jpBlP4(f96n@4?Cbeba+`XNULC4R^d)
z^TQpB!}}rr7uM6!BhMz!&W>K}d365z{m(w^9D-8U1K;Ri00t0}aQOaHfCLC1fCby|
zg!5es?{_1DFl5i(8khko`0*H0k~J_nJ3KWvHZwno&?KNLOrIff5#QJ$U>l)d8vs9N
z;3YEok$WIsz*U=`3{7pbpcvaE-=*}bac~#gbmqmG>1h~T>>Ql<s(1RM#|xkIEOZY|
zj*o+Y4E0`M&j9ZIW;ebi@FiCUg1d+@<9T%3Bt%J1kKCMrTIai4kVM}{RnL<*!03B7
zd+tujO!v|0!D~}vJ@CFPIW$1;g#~^Lr27Mu`SJcKc-P<_QR%-up#x1Ap!X+_5O@M;
z!9UYG@ttD>>8-dp*L&nI&+i2z&3HdhJ!sl<!&m0}k1X~>Zo^Vm9%3DTHiBGDSm-}E
z*MA12U>J7$Z{=-x`KJNgi<~h*cG)!el8^*Bh$g(zKLeLDz}EXiDE%8e0*JW#)?)kh
z*_O}8>M!-}`K<5u;OxZw|1*XM*j3nJ*lpN(cnR=A;N`%J+Gm?8J@ycs_Fw-J{$58%
z7bhnd;9gf3cQ;oLcQ>?$n<pB2*<iV1&@SNY1*O-<y>@7~%^tRec8Bm@JIoUII&MJQ
zulLxv)@}7NhgW~U=HLJ2&Hw%PzkTbCO)Q2iIy^BsCOI`GF2Q0=Fql(~@aNMMEmW9j
zJVg*$>Vud25yielHt4-LR=OdsG`XlKtu(@v7!=5Ga>b(k89oG&KUEdP)MMFZEGHbx
ziNLZVgBTGZ>=>#zi6)DKKXxGkRRBvAz!Zl-3>IG(%F~mCR+b`;qe^Bfl8C}+U#h{M
zX<?|-l(A(|d5sCBJ7NnP3<>!(kzSxQ=a+14ZragYQ&*jrn`JTPnshB0Nk@uvP8DZ$
zB!^duDTP$uN_JqaAf!o3YE{y9Y7o7*P0MapGHWH&LKZGI2%SO+-X3i^n4jHIR8Sfb
z!NPc<R;+SgwZ?Jz%5|^2>a}U3S;(u(N<F?~+oAf3+%Q$VjFDp&#mh+y?=^VWSNXx~
z)eIK{4{hM1fqRuKCk@{fde%Vi)k{$j>0nlSfvX|P5*TjshbS`$G_&Y@qAWr25uwR3
z<b()<RqL-7q69QZW?0W7Z4^@N<!o0CA7hY!;lWSNLIdjtd%W%M@){1kjEUQ<7x_o1
z@Fr=H4C*HW*9Chn!(x`<yjKtd*0PB9N`W^lHpzh!yn%|_Kn`9{40;D2uqFgzd$I4Z
zDUN(F12bGDF!-hn(t&3a_?ClG$^5mdAeG!-Ch-*uy_Jf<h;T-HydW-)9}&sc8vqTx
zef-v7yjPLwD4{f1rK5yJ3DdGoIfW6aIp(BHV`8Q;zbvkG-<IY*<r(=_gPG3dpqUg0
z5yxG~c4v|um=q@o-%BYCQpsR?j#HQ)v86JlxH!RR7CO4DUiHpv0XPhuL!xo1DwC$T
zsvIo7=|zR<#l=-Et-DX0K6B->@}|}e9^U`oAKu*P;TuTd(uHcdF47v4uCpWn^ahi7
zETI<Amn$)Fr3Qh*9F?5ccHs2Ub62+SIhI*cBY~kdzLG67@YN8-7a=#rXu*zbjb})7
z#<=v3cRxJ)@mJNY9dS9OGHV=DWn!p}G_?`p7kEaCAu+`e7tdBG!jqE#df)%-N=jZ9
zPa&lV`5{b(50Mzm;YlN76U(b>51rie{wE!muXSAcYTu<Vj$gg~$>X8(H}6;O+OJDW
z^P@2_1R__bw`63cRc*^|Y)z?Y%4%$@K6G;T#g9*ab+7sKdy?2xs1+tEjpFE}*plkh
zs>Y~-%80!3gtD5Fw*3b_`n=<VPxG60N~4mUu;gV<n01&SR~#*fBPBwthEz`!L$96^
z5q>#xjxIX6v_7+Hhb}RXrHz6CH<*C?)hheH`|Yy7`|a|7d~@Ban>{=!0&8}eF}=tx
zkn*;xuQyW?DmQ`T>(5hov!u{=LDqz`EO8ubJTE*+6rGw<({ka?<InoW+s|E!D5!8H
zFjjf``>@40vBrxjA}Wla_vSV3%&gs^Nz8G?Qs42yLC^$E9qvUHhKluxCEK>{I##vo
zc-Gcdu_Xn}y`cgFLlL>8_rCn6>aVzMQ$!)W7s=oSp8y0n`~>>i@*F@J21f)q9N->I
z5rDx^=yrYR`u*X1eZ$cDg=7ni4LzJ4y!>S7^s}*}$OPFy%VK}W)X<k>BfX;|2(kPK
z*Z}nQ4D>u2?0h(Mt9#(%v7VDZ&=t2Wc2z>6@A%y<BR!`^hpt25>koe{;PnNc>MhW*
zN4~s2erIGB+y~Rs^HbAv;C+RzjYmDhUv>_B)Y*ULQSXu7$9o{i_r)4|)IQPGHr<J=
z+1_JMr*16Hc2ADp>mPjhU~uHK-Z_wYmlyz`_e|H~`A3M}3l9SK0to{H!{a~>APC#k
z;3sFgo?Lje2(<ZW@4}Y@U=N;qI5OKaHak2yJ%Jd5AuV-!Nx22S1?YYD>?y1l^6!s8
zFMJBP7swV-YGI5Fj1AAH@}F}rqUp`Ua}aAWT+ALFpX?c(x;wJ?VEpMA_&OJWuAjp;
zd>_E(KRShHvrjx9^9QI#u08;@4kG=<P*n_t#or`vG(7DpUwBYC`><vD@w-za50>5+
zM8$o<y#Tt<-aB%4dg#XV@a^d_2<ZD3eSv%7@c6-*(03kKg5IU@iXXo3Kk>+D=S&}@
z+Z}#7`j_^#0rZaCg`_eF=zB5%MQku2Y0GVZ%D>@VPX~4_^zEPPKQ%k_>CEU|+c@gC
zukI)I?HAK^|J45%IW`c#%^Yk1^ulk&{h{gi|K_u7-@)lSPxst@vh(IVOoTOkGQ91>
zo~jEEE6?1iIDNDH<c+fb#tU{2b`o|Kb{KXWb{<{=ybyRf`|cnqf+sqkUFk<U?|upH
z1?Yw4@(uT*UU07~!o8lry-o=CdN`m__6Ya7Y;<?sh(g(6P>^G0=jE~q1A4FBI@J1A
zE-T-%d+qmYfAgzl|N2j_uUX|R7U<FvvI{cu^HVaCEMajPLz31MFV}{##i|e*2j$On
z_7<SAd`}$B#ZTx*Nl=6r#^sh~l*fgo1_v@6odVo3B+np@FH!1GR(TVZK4fhW(~4z=
z`%z3-dN@OxBsQjNW3sg|DI#N-Kx>toWA%|~;fV#Y=@m&ib+PHyy2wJFIvLNgg!010
z=4@k9MO02*d{JX!af3cCCxF7o(RgvmnI*+#xoPRKdYzaMq9KQtM_D@xv(IcPJereG
zrC=7){mNMZRlMMO386(vZPzk)>Xx{dQ43Ve42})*NG1n0h8qs#W*ml^j+hu}U{LU8
zJG`@Nu(O-*W_zZeUxvlhUS4!=SM$;O%3QM|QN}2XR^^)ca)L9{ca;dgQ9*T7GhH+s
zH)QeLbV8I~?4gsOv=VoX#7!qd8Pyo8&Ih<R!W<ZB4ve;9<09}0k%YuZVyq>^s`1x~
zA&AUbNVgZ#>_s#O3By^z2Fce)!}o@{Hfq2+AE#H)n}6fy@*2#wX$8LFD!f^Sm9ss8
zd$H)Z13ljIN4??e_BzgIC6DUDr@7$$RtKQp!g?(a_F0MbS%LRoL&b06P@N@QPZ{4!
z#DQjHpD+V40t(bX(Uk|94Fp(fMUYhND*|J%JSZ}Pl@KqCiQ!wV43!#BXL@*eE_e4>
zMx?k&6`^5~g49eyad~`sRZ2-^VqS4fYPKc2D0<tD!s@16s4P=yNesFh3BQp}+)NGK
z6dJUaO4uwH`x&)Fvz{6gDa_5b6c$EjWru4GT$JYqJEv6yN}xc>7RvdSXiG)i*829A
z;+m?8hK4=IPn`bf%7xFal{K^g0EIw$zxVzla4*UiOXG3n28}t+8l9#x#NbF=c!<Q5
z*o0p(i6v!;b>RtF&3le@oVZxsyf+aV&@^Gdy)3Dor!>PhgiydyCpJVfqyWxY2hV<V
z=E_%<&3hu!@&)>Es!YpN8@a|XQCO5BDpnVlppA}}8I8%g*%z*Sc>dDG`1B;YkV9aB
zS%MNkp^(K=LvmVfLreSF4^CaXeg1aW`wx0Qc-VLO(ZFXt!>6uZFKpVOh>r88G5o1i
zWkh6hSw+RJeKm(pl<z%UbLiyW4?a2Z#jUe9?l&Ae!?nf$M$&XvLq<Vy>%N);CyICM
zEo|PsWzXRqr`|ht_13|UKF^0}h=>G77`t=EZ1TaO2`s!oNmrVf8Y^98wxO>I&Lzdx
z#KML>r7a!C<N}&1EPy3n?-lZYUR(RW{^|Gs>t9~^yWg+;?K&3_W0NbJ63ZLhh@4eu
zECexAHQ@xg2`AA*J}^OH2Hcg!XUP+?msVPBE9kwKx(2r$IRml1z`gJI1VgGrs7&v-
zr1utq-n%osx*2lJ+(KEK14v+{U}z$}X(BLMq?9*S?>Pb7n^D;!Fec)8IzV5hD*6}Y
z-WPuj0e}I0VNMOK4nJ%qws{-AfNTf&?5&Yo@H7~IgBS-0F}pK-8@Lx}`S$Qli1{5H
z?H?P3RMq~;;kygN?>`$k{`EK{_wIk%-@4Fu1ZV-M=B40SB!_D0_5y2`ptp0d^X}l?
z8$&nl4P6@={Cv9S6q4wR=!#pxM~b*fdyqum`MbrlT{~y`E>4d=d|5MG5*T6H?*8cg
zJ7aeqjz8?5?w<jNDx?f7Ky%gj=*)2M<YRDm+yG+lzjUMb?49nz_qz7KSPwh*_dML!
z{{UITz2|18yB8q8VFu<3hhRVp%5zV5E-wAChFn}Q`d;lrjJ~jOp=$w37Jz}l8+p>!
zxc~qRfAT=>f%zaHVVe}Z_(Asq_$NUM24gUg2E-RU9-ZnRpN9Fkk*V1!D9w5b-1`h@
zcFDbf7z~!yOXdfg<-q2Junp4z^x8NXNY*CL&Q328tj)l=1jheAd+!0=)_rb!&Yic`
zyfTybUXq*KxT{MPdj~rT0Rlwty@LQjkRaG8QtV9>yC@ck>b>_aH`%h><X+T8Rd!OM
z*wtqC0c1t7uWxd*o|DXa*XvvGAq)@)z@g9Y?En7uM_4KF<Ad=D3?mqrcrr5eWNd~A
zqi|C(JQ5Snwc_W;#!ok%wVvG{?Hjmt`^E=7S9XtHX`Q~_K*XBeT>~@r!|qlL=9{>&
zd%XV(%mpUscj)ry!1ts5-;DKtHQs+7U)jXnw<hkKAQa=?bK`^GjE}e*zTBy9uwFbr
z9{$yhztY+3rb-+t6TPsw9C$o(=-)Y~7&7$$#M|-Vi<1K%P4}I6+_&TDz!oB&_gQYk
z9%SV~=AG<)bG-jk<hi}b^FRF<{}Jwa&b{Mkn!P{TJv8>>HQk@!=r0^!_Tp<jmwdN;
zHM;Tq5QNjN4{on||7PczZXo49Y+?7Xlh{@4Fm@X|53zUm#fSSYKR$B(39{f2tAY;G
zzKLIidxL}FaDdqB)_WoO!sif73J*d>kOJKm5D^g&NffLOzNDZ<A;DguB>(8BAaYa?
zB_fa<>Ko&~h_rBa;H+1CUj4(Omw&(DrQa_I38Fev@|$Z{u4?LNDzC{jC0WIChfJL!
zQkYo+StK=nzJL5Ye{{twBN;582r-F~r%PK|*0g)=p3bIqDrr(gL}GX(CyFLxiftT)
zGeMHdkUH6_9JVT#E_U&?g(-O}YFf8%J^1#X<8OCu+u62m%c_mLHtjsT|LA*%Pkyxj
z=(%-UPn6ZJOU+)cwG|oDD)XzlYT9=-tUa)D>#?pqr>omGiVZ13wYjXOe#MHmisE92
zL7x~IE{=_?Nww{$tvJzIcc^A*dy>3PN^6o*S1RbMb%`6zg6($c4u@i!UA`$v(q#}d
zNSRCM5hdW>4Ew>F@?*^n8%s(uVbowI=4f>JMvGIST4FYLmX{n@)%M=5%?COf3JsE6
zC3}5&=Ej=Lr53hL6l&u6>p4C;j<-?hpQ0u?4be^`q*{_y9c+;KDTRw<{P_yuLJX=%
zu|#C0QI}-1it;eJm%lWJlbfE9VMqI0jNK4r*GDC5Ba>7lqclVVnN$G3M5IL?rRD{3
z$@8QAejB>zSCPKIL3f*86b{MPri#OcAbwF|>|73IJ|lV-$?rE2{=WtBCPJ7E{2j^v
zx73K&m~nGil=-}b#d1NgRz}jvVS6CS_(2MULTKWg$?Sq0d10<1-N8*V($vaGg*03#
zk5DV4H9&4yEc7(3mLiu&b2vfKF>|A1=5csoIzvKwrmCnkxw<y9wjsBsF1w^6&6T6e
z%r{omWuvn44N3Us<&h#Dq9lC5y==xpnJ@^iQkbXC&ruiT=}U^NrKKrF#VM(16y(P;
z+0lBlEG6AyPq*e5=e4cv*t}=Q#@##ipE`N|!o`bsdcVDKr)$R^-zf5bg3n=bU?iQZ
zFs9gD1*w@uI!k&ST@V(XKx0Yb*|I1qH<m8oNc1ULMI9S<ZQOly*@`u3xutxiiOiNz
zxw3ekf-X?T3zQIzJ!MW`viZQt{in}Xt?0637IHO~c!`>&G6*epT}F;EGh1OzR#+^?
z)RfZYHOJpMeelF#S6&83B47%+OtFBgQfM5hxyzO}Z{4}){g2=I{_45wJ)hng`l9z9
zp!dV;w-22CxO(;4<RwcbmLzn;RkyWmJbd)<N9Rv|_5I<`z5(%m*xmE-&AxXoT<_R_
zOybBSEA-l&rDdHP_MZLpo$sz5JOAymPrrHd>&s^^-#mY_|I`;38aD3KySaB(P?T>R
zGm0x?YppVyOOuwXO3e|O(^%>xidZMJW!J3QR=0MSDZ4B|X^rG6=ab_9^UDkVk6*p?
zPrrWczrN=6YCtq1Aey!uXxO}us<e1hxd}SE$es<{W$IH<0tn-Um}}gWR^8&LYO<Bq
zm33`B_06@nFWf*=n<2jxJ_lbqhiOO_+B1>gD|hA<w5*1|x1f2oKD#8CDe)$AkTVRW
zH!M-kP}vF_SGR6E+`Q>vVSSg_l0_ApVRaA~GygW+i&HR0w!y3m*DfITMPq}fmknKP
z@Iu_acLRehh$$8K2M6!<-yFViX%KN|-{QaCx<>^0qD$_<{ecG~w<d<ZemHdM$uQB?
z{$%7J6tKzOx5h`VgGfD4iWO>@Gk?gTeJ1}thu(_=7m*(e0>3!)ZSTm{(Sgs$Z|t7B
z+CFow3C&Y(^xg3IcKf65W&(X7En-RiN1EaAFcNC-j1tXRqtlqYI`!x=VOt%Z9J(`h
z`|7=`P_2>Eg}{oh20r_$|KqRw&VAE+_IZ8Vd-nU@vln`Zx<2^D;P~A!w5d%!K+w~J
z2lp`v0&wd&Qv+_%*M>eIxFYWkKe#pY0Puhww~PJb-}FrYZee(U>iZmhAqfAe6#Njs
z3XcH^pYNIex^L>@z|`$~)8o_6`rw{vupXPi<QPEZ#f~=5HeeMd1gLf}DnKPB><TaB
zNZ@B6^wXy({Dc1t6T`#FnTNxZkGe;nT)+Ql2&6p@(b@f*|II-gI8HpP;RE+ZuMduW
z({t~m8+Sju`q7<Bs~=phndxqNe52)2cjL^p#>vag6Ia)b-#$Km_ssa6)8n@ek9Y4H
zzqVoGN(UxfOkHk<7h>viBXN6W#bozZOs|FrJa(V3F8q1!{p*~)&$##cWY6iD9<(tc
z#(B@9o^{hbd*N94a}?@!^WM7wpas?fZizVPVGN{jhm`?+2etr%0mDFIfU(=#F!18F
z*q{6Tf1iX05BE;bOpT2{zyXZI^+gZQi!Ay#-F8d9u*HHK(HFM)i~Act8{Y8g;QCJn
zkdUzMAF{Ax*gfndb`?8}-Nw%2E$qAW=*ZPaXKp{fFhV2>B3xzi;gerN?{yQen|mSo
zq5?xhQ2}9L0bv+Vj3W7yBK#xV6&dbJ3SJZv;uRL@9}^QyjSG#B3897i#Rj;!ckb(c
z^JWF0yKT|D5NaGhFRQG*arN5PuKJQnvsfmfF!YIhggK}v37nwFh}Raxyy2yYh{xy(
zrVoi9M$J&!R+cxN+H-2>`h7-CN_ZH<$1g6B#A1ppVqK;{o5j;)b2T}MicFd)O`t2t
zDDGIb<@mWTuYP~+)(7W5f9LGS@16VX)6XwlywY>=a^EMPT|Ic@gSw_onR&~T(n{@_
zHN~}S>sRe=-FRr--Z%H0{<w47K_fgD*0kj<?W?-h)>KrcSxkx1kz#VpGFR%3`en!3
z8V}Z%bfjqNmCQzYe2bFNsbjCV2)8>FJJZzL9m>r%*;<pRNzN){M3(a65dm?iy6jYI
z^PXkPYOJ<mgQ+DqzqJ6X_s(i(T4zbo-j&Vg_G~+{sySc9&y^?cZ!SI7Ro#@U%`s3@
z5KAizGztCfim<%o_=41g%%r#!UARf^uM#d2C(ahI-Vk%<sHKZ-#_;qMa&|gBFN2B7
zaWXPes7@<6%@XS{#-!+@ZJJ2TXwwP<l^kC+FCa+~WmU%LMPZm&K@EKg&>Q3b&qy;<
z^MWn%Xp=Nj!w(TLyoL0|3T}`n!6!QCUr7G{Opltyh?yM~^e@rDe_+PV<1@SkOdkms
z_J(kcG(s&#wnH$V=_6$OX=ITpNzB4LRnZcS3+wp?no>p*3xY-bAU-#c&GKcl{P?^e
z0Y8+-3t_SRW8)UY#w}zf21#VG<|J-vx;!IWo0X@}%+;qj6>0+uWlvY6WoeRAB}Ow#
zrHGaagW+%xvVFMB#VSd7j!RrzsL#t%W~9rUX;NpJJR?J6cgPiLmO{<8Ikc%ROOnHw
zn&l{~EpO^<ZQrnF=i!6rzWVB`Yu%rGf2nQbwxHPf|MI(6UYhR{9Lta!>~>dSva>*C
zaKy$7!ef{;mNY(57C~mm(E0G=xbiDjZ`!+Y*OBVx)hXG<9GM{|K^VmlpkkQ9NCrQI
z%nGM*s64qfvvAYC<7kvDYwR$k=X2E-ick?JkR~W~8fS(k)tMlbV)&ccnOfaccktwq
z9s73JU3Qj$ogiRyWFnc#U~;*fC1u4c+FG{lUU%fw=F?}kzjJQanUA)=eRlnklMs8I
zr4_n#7x36sw6tUEmcwU1_~6pj^SApxywUT??f!2EAAH_3bn5Git-B7&({m7sW-G3$
z-?a1iXWxEuqxamETOVA$_3^d4pLF+pa=qusM_(>mvqj^|51_GU2S@vnnbF{0O_Dr0
z!<boU%37*S$rcz>6BK5ZBd>P#_PRAY^_j)-G7}uX^TKKW_v?%Q>9=qE)9+^gYPQep
zFbYzCTecl++Oj`En;eiJWEoOK_AKbVEQ5n>PLp9Fro2A8p(CfUGpnu*$r2S^TaSNv
z`Q+DEYB%mO6_mwm%ruorpIeerUYE4AD!sZ1!`kXL?uOez<tmKeDUs&@y%#<Qbhp7{
zj2yG}9mg6s?8{x&&eJ>N1P1sVM8B}l;l*<?kQIq!&~m>W`t~Q>3q$WkP%*L*FxUcX
z)@Y(19O=I~bmQ_M!XGYN9l3(%63`2y=KbFBp^H<4A3ho;l-{TJ4nH0~G2Q>>1fhW4
ze*TIC{SqBdgy++fbA{FIzQMj*1Gk{`0(!9zKyGx*fwb?Bz%6_h`XMnX40GI|EB3Aj
z{Swk5+@x1lOx!s&K6n8y?WQuKA$?#3F|hXr$A|ADYWLCP^yBG?hlt|3*EimKbM(fg
zk&Cb;WAGfrYM7G&*m$ik2ETamjX&Q;hV5<0vB)%lA(zN{8of0%_Rh^2Ps<NF+MwAY
zaux#@Jnzoa5f3uFJM!S_;P@9klMsPn`h89gcp~h<N3K0OcI_bwvxD7^h{w>7J+5E`
zFWeq|cyIF2gXxFk(=+2!)8j-}+vEf>OY7NexIbEL$3f#T=n_#>Zti{79|w~J0l@A8
z?1G0q+)KD8&^<RZjTGXG!w<h5n7KJTj=e>Cm}mbzWQ!k1-IV*sugpDE0*|~s{NU2S
zIP~o^x2BJEPrZ5d#@Ck)-?`NJ;7ZfXmD-uhmD86hCok53Zzr#BoV>ApvU}6iwJr=I
z!8qgTi<L7MOJ^>X<6$$GtBBi+WoTWTytQw<_k*#4??#7i3=j6e>43Ji=gR><EDJpQ
zHx8A*#@YLfd#_FQoS5lBGvofJ!+Re0te*k*4qqUyo9_3!Eyq2CEg29#a?@Qm#zwk{
zY+lH`gP*~`fQvYo8HgDu#NiD$FJX0n;Q_V>m>&rL20|W)QGG=0#=kMG@A(J&cibSj
zcX|@b10xT{t_+N$G1GH__WW4=du>4S-F^8HoUsVM1wd~5c6{qMW3UbUqt`cM*j0jf
zFHG;bh{nK&usMBj=h1gVkNYQ{AnV(0=b!l{xHmW`1Qmh`3<(Z!mw#}Ge@LibNSI$}
zm|s}9Ul_?RJi?C@;TJ*jC50{y3-cyL1;oULP|0ER*wA>Ae{7%^$!kuK*W6%aJA?*O
z!h>nNM0H_q<;wbw&W5(~>?J}9ofa6Th-c}TJZWq^Gax+T^@Zelz8Z3(ks;uP#EBy5
z4w<Q`sP?V>Z|>Q&Un8?%2Hfv{zu?u`L1d;%s?Ss=!5FzDQR$)xk|Pt%2{Ko5ZbRFK
zgXh1!ey4Bf%C+u`m#$sAcI(b<tQ$`D_B{CVi>v$hzg<<`;c%9ita)a8p)0?3X?1(`
zij5sx4(&bt(fU2d9C;<S%>1^s8@FuV+1j#VX->9IEU?NXZDqv=I#-_PYCG6ax!PrJ
z((@Zt%w{#K!@yl{6K{8_cDZyrotmvF%JoUo7A2>M8C}MsuX9?#z3;TIJh1}NtA#7G
za@LiWcPuR~vn3ZA3>C@NbrmJ&59~a%xvN+wF4pqjS>N>0p7zyc$;HWu*+z1PE+*SV
zE=o&mEK%1LDRPo&R#mW8<SpmUm$2u``SbM(za)KViUph*X*GshbfIQUXVa6?l43KG
zsTs-fspdG7JXFc^6(=kd!iCFPtP=*?wPdFu9?~wN%!Kia5Mq`P`38@?K*I|$x`()_
zxWQ7Ezlsk#G1a1s<<b_>qi1tyUOc)to4N?M3SNjtOj3)&m7;KkFieg?Y1}{o%a0w8
z6kk7`GA7xakebX+cknZvLO2j~s#qZ}h(TLOj+sM=okt}vpwqmV3||gAki`lhlNZIr
zEFe?7;u(HyZYW<EDG)~sB{8^7<dG<Je-t)EGO|)j*Jx-8S)@!90-0CB3jk)TWf56U
zQC^lJIf<=RQ>2n8nKV|fXBkXfwKh?s=UHq@gGDZoCUPZ-3ccLqNJ`7gEM2~A^_DH$
z4j$fm;BaYOQ#dW*_p=wiy2vjmI$o|%PEKC}lY<g51&K0Bf`~6Q2xLY`zHE`!;>fM2
zYu|bB&3(tuw658fQ&KB4q|o_F3R{Xo76gSO4WlH2frVOYZh8Hl6K4)#q+0v>v?b+g
zdj?CP3uUk)*nFAIE={tA#mC3666~3-rjFJF#}97avC)>A#N@LQg&d(urn6h2;v&db
zV75x^Y4X$zg)>|3%#o#K$s8Hd6er)5M3cxEGP%-b%PuQv-@NJ2d+&dIt^1q)kuQ3N
zzvvml%&d>P?;iZ<^QLWkEd^ytS8jTB{qhalcfI@J=`Sy!PJQwH$<Mw$_Q}_WKm2^d
z;nPc-+GX|(aPQpE7;tYSTautK$gJr};Lm~zps&`MuX5x%mM&}Aw6AHyo}|2Trpg+@
zkuQv-|7L#R|Mk-R|MdGg|IaM%x#84AeM&{==JJk>bX8Jdf(QY;e5)(b=s@u?wK=OO
zy{2VJOIJbbn!Kh}>C0NG)^0!c#l=%!UxD81TGkB7H@T#ydhNE>-A9lz(XsFNrjze=
z>^+`S*QRn6Fw|D2&Th)9uou;;)0g5FV(*4S@1n0QySk07ae#Xv_9{~f|7LnGMpwWP
z3%G@u;W_eo;1gtcY4{>iub>IzVV;hA4Dh-!cmpvG*M_g&8o4oezkhUe7|4W#(((R}
zr}|E!ZwS!)WaQ+d;rFJ8znZvr9X#;jDIO07{Q?Xo++riP2k-TD4_$-3!2_aDo-rB&
zo{G`YJ}j4y_kBc63cJ$yY*HA|w`UDTCqM+Ayt-=q=Ap5nD<0+?8XX&WFg1)M0ytWM
zyVLgvCI{|5xN~RpR^Nl3zR|mP?%zTP+x3yF`29d@Pir1V(fzCF`|a?z-4D9)8^FCD
zCnUfRQD&ZQcj#l^p;>MOO+hbmBN0Li{00w03jVTp5~n{8LU`Q2C$B$z|K=nT6;PPK
z`(`(x34@J2Qt;^;k3PKn@Y}&hH%E!n<<R8gdsB}`ryt|I2`8=xW!)AC0$+*xQ-AMs
zgD!ZOKw`IZ_@SGMq4mNYK`=AcwMWOU3{GMo*Z2Js5O1-}?fG^*KF`7Xqeu$IHu0Uh
z3vUo_6CRI`?@Ytee1h0v=-7`AU3~!b{rt-N{TI6?zb~KsX369?c~jpNO<$-)L*mRe
z*nL;P`S9?@%11Zb9^YywB7X@-#A+0V9Y4Cc;^8$2zYUXDV2#*2-gEZB;MLKQe)xPn
zIcAW5k%RWbKSQ259r$!#JeL0Q?eUQpxEJAdy&E3(?wK6^3Vmwh!&h<1Ha_^>_`sLr
zy&qvu-1Xi>&)XAsPofo$ka-8861(H?0KFr7(9VXYHng^(!40A@@k>VgC&un!U4Zx&
z+{s{n`M&+_ABl@N#EgthPTjpXj%5ohUciv^_hQ{2zb=8kgx7c1rH8vN&L9m8F!>K(
zGuTz^Fn0Uk)kkmLnE9;t;jK~P?{{M6Au-(?-usCMzXbON`UeG}0#L!h{zQeK{DR%w
z8xrOliV8>hgt;p`+=oQ+jfCDC9T*4njSixO`9udS3iqBD47Wp67@Zo;p(09(r_Xhj
z)Ri|jS2h%+W+X<&ko|&nY`#?}Q&5@gkSOvZe}-?Up3XC~B~pwBh-DhN^2)5@cMrXN
zV(-ZmlPkzS=GVWO{p;V)4~}HB#1@GmOKi+ZkUC<yW)f2$C$LE^`Gr+0_Z@lbqmMuR
z;Qg~_&zwE?-nmcCo&W0mw;!MV{LsFW9jzPkvMa3CY^yCd*-@C9S(Z~&S60`#V%_dt
z$KPAC<Df08z?7ER*uHxG=B=%*t>wi<kbHCPwzUn*53X5#sB`7+<>jlgY|Um#qn6X8
zWw)F7>yjng(>1#?4Le=Btq%2itE@%k=3Xvsjl;aJwD4G6?cut*&Bdjw@|Lva<W(i7
zq;UB<3dI;tt+bjx+_~w4ZEH)wy=vZ>^^KqI?Ob2ws7T}IC&lNO$az*;Sq87QQr}Rb
zOgBaAMBWPS0zfbHUMX*$M&@lou!8|%4q*m$piY5qFMp#dIK>q0vQabb^fWWsC=Zo$
zy!o_wJjz@#V-Z4n?eHNO>F8fWfP*5@AI@Inn2G3%b%HRXI6}<}ktGI*7(Q}NpjAz_
zsK_FwAD8AOW(5FuRYEk%kyL_kIX_gw2@)m-2$+5XmcNJ{C}jC_=!^L*>;vW|Q+4V%
zJ)Ul$8?{uKIGn@uqsGmPjhao4o=b_HPl;O)PhHGr1tzirsg%XBu?u747R8ahC{%B1
zybl!v6XN|S@qTeMpJ?*p=s2$!ig!FSNGyv}sVNG1lu{b5mW3-NVNyY`P7#%vCdhP(
z4O*&55XNHqC$fTY04bC-sf;F7FjQKuSk9s_BBLnb<b=2cm<Uu7b&|=J;Y!ah$S5q<
z+8lw=l-Ird=K6+&k(mlZip`mCO3qebSOZtd;K;?wBou?A;KAgOv9z|iYtP}g_a8sA
zqH8O9+!Ur%L_pBEa`+tBGCj7#shn6AvVPM`>Q?SO`QHB1AJnw2NzE_QIkFO!`XCA;
zECH>S4u#DYOpc3Y(sN1**KON){H^0#cW$z!T3Eb<L?K(Kl<Ja`v?<9vosK4zNAblZ
zj*x_`H)6a8Ka9<f7Kmf`A`&x^Dio@cZ5c%vo7~t2m_Ko9&zW;O-z94InGZLgdbf4w
z{^FIZEd`~T%zW$8@~qmX%2n$dH}7oOwx@Z^?z(l`YS(ODzGicAOJ{OH8P8w~q$Mtl
zAmcWgD@l;+Wmc!Xpxjkf>nN<W7gVGc)fCoubnH0NylHRplBz_Fjg%-|K%)I_QSg6#
zb>aW{yIH@Q<?R)nz&EFrw5}^`UQJV&f|w$f-Y!nb5+-L#9NDUjLd(*sth$xp-u&iO
z+4b$t>ZYnS+m3&6@$@%Wn|B<@Z|=;lZ!KH35mPz#fB40|b6+5CV&B=%JNKP%RyNAh
z@+9_bKyP`+=7vrC%G)>BZ`iZ@?N9f<``OBEN3yC~;q0Z$tj5gp^wO5U8TUR*{kne#
zhzsoeBLRAP**s2$(OwL619E^p`UZP%4&FqD!;RtYyCb)UMh4s|RU=~~*C%@4n(jdi
z!a<mOpA4UPJaTU4LHE@7(8M?~PvHdxjL^iuU>@fxIN|=-Fxu<jwfJu6JIKx;Qlv%<
zjs7ry4Onvf_~iAq2#Ix13R^=Y`XWG}yJh;)^2w`R$j-w0GI(udY+`6~W_W6Pbb1`w
zvpwTIn7;rwFF+Rw4<io-K={zEd+*=H%fY4W0bsmw7&bg%Zg}<QYVh~N-(A0dy??w9
z-0SIl$BOWWx2G`!0+w9>Eo{25Hw+^f;Ri%~zTsg=C}}V=c=TaB1y95bvM=vExOn#-
z>f1Y`pWYsS|K`-&-3Zs6IeraD`4A~m=k7fGYT(I*k*AmMJ-vGWY4_;UTVpT>{=b8h
zPlqO-4o^OTQ30Cp==39abjN0%V0aud%Rsd5q~AZTo8vPF-r(aU48RX(aN70k9(EYQ
zHL@n4NPp8i37ChLi*|mzJFq%_1PQ;$y`F?CJQBL}b5#(Sbm;2Lo86<IU;Dc6!kWqN
zN~gYCI{keS6y1kcY93v$NB9QJ4^ZZbBs#>M^=)|Czlpf*+xWDP*ub5SZ>_|Gr!Os=
zy4o>$bLT|QyC6?o#oQmdjRVb{{figBhjjsWVaNY`9@_J-;71#7?maovvkUl2gxA5J
z(7$JT@cqf5&n5>yM)Ka&07m=0Gu3-ys^_S?4o}_PKYe%i!=7zFox+CrGK82R$_ySJ
zkJAR9HgT;nMRY0RGj~hAfBY_fv@?JAAF+Gb)sgW@TmiwIj&!~s!{<K&273Vb|0lP5
z5Z!Q@$bUQ8{rI!Khd1sMA>O!3#U(S2hq1Byh&1^nxYy6e&)>&Cz}G*}Hz3F_FvLG7
zG$1%EASB#Blqj%)Pe`bDaHv;sh*xmf;?M}+h)BPv2;WGOPbA4VI?N|Ba8a1w{1D&y
zAtAmo^jIF7E@e=J0=C+2&MeF<t|}<cwWV^S$%zp$F0C;?$!_9_rDQrUB2E-V)ie1f
zjzr58C}?b9Y(h?w^Mm7O&YwBIyu4A!QO=(2_nY6%owF!BC^C`4(IU>5CQ6Fqo1?iV
z5?ddhpk#>+sjmFe;?nY>qSC^pMR^6qd4**KWktEg87bK|L#keBHR)3`Tt#_Hs<ZQ}
z@{8-r>)M;Uwr$#XqN!`M%#_SkYIBOqmo+w5FI!exT$GpLD$mc|*t%j**Q%{eb!*EC
z+Om?HZOR7tc=fzildvmUw#B8}k!9TO(r<RC*CxrDl^pmSirJJ^HvQ&o*ZM5in#`=#
z*||-Q)O?vj8%vIxJtyEdzYh4#|Io%p9`9&5v!P?Dl9wlD9BM9kd;RjRG8?!z*F;Gt
zLd+s^k|@=AqLK`@LF_BU<X`4&5o<P|@fwHz3Y-3lAaRyT>TOg9nRTHST^P!$BPAQ6
z9Ol?`E7fVCChMXxm{`v7710*~ab+wYBsrjk4P}x<$e6ykQ$SlJWBM5-k!D%6nj0dd
zdo!cvFr(*)5_~0~S*jN=-dn*BGs@$Vbqte&%%}TOBWA~hyc!+y3MFC|i|Qrgg(`(4
zF*``a36hJ#<zkW;Hikt11ll56+&pURJQ{gHLi}PD-8+G{m`?SIr+6{qeb}rZR6NZG
z=o=sJOQ-wM>Hc(vKZ6;VzzSlpf|%@3t{{@lBT;cbGf1YOXtnWbWvo^Sw2m`s;vn`K
z)Nw8cKiwhF0@3-Q?8E>zJ4h&sgl<ev2%^!0S)3?3E0Po)5EAJhMIps9V#!QuBrVP_
zJZv$p=fWesLrAl|{bzdz`i8}jSwf8^&6bvLux3crR`j)jdxdfnPhx=QfzFnjQ*z2{
zTQ}}FylK~ws)kNSR<Q^Zig^kuN6HYWgz6-&+!#UQ#wCh%DOsiUZCekX+PwcnL3NWM
zHAiYpVMtWL)PxwGz?z$vl$905WI#?{-r98J^sx^<J-hedPDi>8+>6vTu7oc$Xw<eO
zjl&_eCNq>8vP2QD(8eqERJk@mZ4g`SQkxy|Wdfbfkmj&vI1Q<GbxMlT0cF@FOU+cK
z=jd|^P5DK}yrmdq46Rs{?Btk|6SO9pLWg2%%n52ES)`;$)Er$BdhT#bm8e0yesK&E
zQ$P_aaTy@DrKc5D<<&H1Rn+BFH5N5?)^=@Oz2|t-#y!aeRf%eAa6ErjP|R=U2mI%k
z=l|1hU;FQ~eS$&%&Lx$do0m4PrpOEkM&p{(blF9wCFR!Q8sw+BYMOHz+H>mLU|_(H
zn4M9+dh@BTF2DW#^``Cn3s$TuZeNFuy&rt`<~LVQe|`1n`R{j~`J{2nK0|J)$d+kd
zQVHnY``+hof75;R<L^$KzxeUh{<pun-nr{UR%I)E4wzHCv|$~5`+qa;#VMHRZoA(H
z{T9?mpzpvB>;6P`8PT~0L<BK{I<U~(JJ5T3;5IUQZw=nOGkB+euy2@HeI6bgzB<)&
z>|qZEqQTsI=*h@|C->ibGTnoQDk2*n<H_7p74UKd^g@dC<k`+l<II4N*wOKkzR@1o
zEv^n<fg}qwg|p%r9-xnY=;FlPH;MVhm=yMWm<7=H8YYFUn7X}ZYVhOfiT;V1sr%F8
z{S(8OHFoXZ)r%t+;8nOdObnPq`yL@#6GNGi=|v1>hKP+fg*V=RA0&JSQZT&A2!eR7
z1|ziX=Diz(WBt#$7d~DDltJ)>Sr<AjwqfYSh^wDs48&5PBQWy4AM{~71y4M8Yw~i>
zJ&cV&-Rd3c?j63`GjgS8<hwifKf68l(XEMdx2DeCo<SP$JGY3Am^W`dee2fKw{Jgv
z_x98G?mRhn_sJ){kH6@9_}$>cEB7A5rVA>*Ir<1$!2|clo;wzv?~ez@@Cm=jz1T4j
zBwFg=>IB9^wFU!!*)s_P1KRX14NL%opNqZtRX|U?aU{D!;`XS5M6=%2C#SDZe0}ro
zo$j-v7h9(<mc!o*>$SVbt&5mq+=GE5>z?-h0J?x)_tgqUkUY8D^_1vR+(5Wi?sg#z
z4YKg`wHCthdwo5waUS%2esAy=#$Mo33(Em7*7LXa@7(~PPV}6fzPkrgONhi~NWMe6
zfxeIW_CD<2|8M{iWCtG&9l~nG3w4kfapD<o{gWwdNGikV3JkFDxOqJaDug{i4q?Xr
z;b{N&?&sg;@ty-?V07Y(-f1*rVhQ6Pk$e9U*!wTr2hU%G$HV{royWHxJjT^1WM2GV
z4*%-|^x{Z{v+I}OUVnmn{lL9JegVOLfua6EfL>BSC{f^EzmRaBkTCDyFt6ayMZw{V
zLnD17qQJdA5hS082&6jrL<TJk^P3m!JvT7eJ2F0o!=XzP<0U+nQYAK7waJ-DX%4kP
z5J#28GmBGQRatqdN-faWDw3nHVdRP}LYa!miw};pDfI6hef!&wzv*gSYu4L+y~BU|
z`#FDj&1=r$@ZcCu1Va`YFNt8OXi{sOI4OWC3?;MK0+~jow&-<9dV@)&(aY63sahje
zDFsTEP@|KZlFiP%oYIn#y3+E-ie;_KnpQWh+SIva&$8ClYFnDbV96>ft*mRPSzcdL
zQ&U-5T31=QuC;a3%GOmim92%j&6)N(o4QiNt5mTYjKcP0`Ff{zv&*pAsoMzdwJBQE
z{32#-aU!MFs9Ni^uW>my<>&9KUIxjxOm8rdDdgF+1Ap`D;D7$LfgE+bqxs$SZG{R>
z7N5MWB4d9`VN0I2$i~VslG8Pj4pq3z5MAU<EJ$TomBCu!V!gyyBU&tG&*9QvWm5jY
zroSo^EY!&T^vVFEI@qiUO>%QD91bpPyvs^YGf{1t7@a6Y&h``0z2NE9@Pje20zO{!
zuVGX%B78Bem``1(<OD(Nl_dD`D2o8SteClicyA%YmrYs3r~9ad5oRR<A{aVJ3?pVf
z$^Q=_-v1op^Sg+^m*S)6%lY9tS*%hRA%_|)jh2fec<g|9@`AA7mxBEM8Mm>KvsrW>
zE}%5Qj~VY15A>xjX2km@(0%DN9|qlz%?{ymLKE2`ti)g@E11O&VROR;qG$!aTRDZ9
z7|dXTW}_7HIF&pGRtmF@V%AXsy#@{0tfv`uRFynhEDYze1G$`Fu_Q_$M60BKEZK)j
z500e<g+zFVM*2|_Vi;UHox>oJqcK77cdxzvhuL#qnYZZmg+BBBLj1#Hsfi+;#c9K6
zWV2JMO5%zj7VBghn^<XyPn5ESnq=VI^0xKc4y@g}zqq>D?8xCr^;9?<xbj4?R-&_^
z%`GyXOJPgQ&fLnT&MgN{ZrF1)ucA(qoWWO{seEY&ErHAzCFSJ6yBkiUu*8DSjceck
z<m^YEo!hl<TZ%J@#bda+mnYS!)HVyo7ONa-T)mm8F>s7YY@;<nW8#^thOAt3PM#v!
zE=#iLQtaB~B(Y8n!*Dd0AIjneF}b0Mf@q<ffMl(SW3maX4xZUgR~e!OvOqf9m(1{|
zv2eS96z3I14QKJmLPfk(gWC`~Cy1IDnJA=+lx&qrWp||)R~IaASqcqy#p=2>TidoC
zShxRV!@8ZOtYVr(?@wmG5g7H``2qjsmHGelKVSaUti|DMsV=jytZjW>U0a+)8-m;p
zdzQUq8A5{*!<*mKv7~ub;fgMBudTSoTu_188C7exp8V<(s(RhFw5o>mnx>+*HEny3
zZan$k#uH~&A3P1{g~>r+bwN5d<&~GUZ`%ImN5{`!JaG2QgJ-`w_1Wd!Z+%+Xz9lKI
z8r+M~6}78(Z8>`GZ^^wl)q(>dfnFQF0<9H-C*gW^)32wy4e1TN_wGX49T@EI?eD!a
za0lpnd*BXY$Iz07F8uo={o_Lyrh5)O>fQ2$a6cY=Jhb=my>}i@_abGBh$e9V|DWi_
zB1Fgs9_S@*rzbsXB(@(++=D6$TLo@C&Waxxz};Ik_zl{irmr+V>~02M0ip=i_hu_p
z-<j@Jc<Jc}*T)EBL;uYOH!qG5$!uVFg4>5LB6tnI@Q2^_V-?P$c;f+sqrEU!5De^A
zgYhh&_`Qi?V7W){#d1H|-aVWEYc9f0Vethe{@iZ{F2Wn&NjU>30+r!yxYjfB(^(96
z`vw8P-`~Ce_1&@acP7r=oP77j6vnGT1oqe}fF&NM1bzu3BhK7<^kMIlPy3&uKI?mo
zwm9qwObgJTA=^UQ?t{9GD+j`aF@~`g_zIruy`H_rIAG}2;9l$@ZecJ6qJP#ib!G6!
zB#(18Y#U%>=)E|<qp*^Ds(bR&8$Gvgd^&o4ADYw<vH|zP)BerG*s^D}g%Egqq3f;%
z+yZwW-D;cZUO7WJA6nfy@M;2#`!^Ba<L$Ob*BfwAGkv9=K;K)3M(>^*?f>q<a5v$+
z{a-To0dp(*Flpk*;~}@+>qcLwzE7|N16whwj~LiDv<u;Tgc^(pzG0$&&0W~uk5vpj
z@lpStpPRylqZ-N{>W53be`OWm=Z=%V{rzat#8G=|1cALXIFhj#@gLm#S9}7VKL`9_
z;seAVIMN&5y!rUcfhYH-(NRjI5kmaO1rZ!#2;UnX9{eS^H#i^&6%r5>8UW%A4krrS
z8xj!^8sYCQKWMyRkv^z!cab7}A|ibvqy3}FA(Yr)3eeYoe(-|Vd=}3Rhzz38W4T<0
zjGG{5Q3V_-SHk4W6F6c@yjduz%`0dsD$O=qGYw|QuN4_NcDdTX6D7;l8V*0w+h55R
zp4xllt8<^PZ(pC1<O~Ul`j<b<`Q1x%Uzy|U6&$xXoc6kJq*o-9V{nS?`N&hEaHU+4
zOsi6**^;tTQ?nguE~`CRXSQj~4r8**nx2!Io98Ob&n_-4scmlQYFo8=Md!w*&W#P7
z8>(75^2(RxRn*k1Xj`#*O-I+-j?UF^`L1YaTv^}Hx~#UTth8ZC_VNsSxkZ^HqUQ*x
zRa$<FRo;=J>T+n-q-fTqsMn`x+Kti*KE0G1U#}9cNliXbQFgAY>-y2-7Y-ge)YRPM
zbUJxF6P28j$f!@Xe!OGD*-afqDxQlI)3wC9q0CWg<z%X3vJG)C_huMkvdnP>DU4zl
zyF7<imcv_`k(iN8HYx&S`~_mpTrqc^Lgb|oFBbFWi@6IFLT|kSJ_q=F={XKoc1ofv
ziIJkGm@$Y=5DLnbGJT{>Uj-Y%4k0>Wm=<;gh7T?5)!4v)p_5)`LFSE`!--oUPViN7
zLv-RuwSXj``wHlODq)0960PKu_;i1A*sKWumm&jSi3og!6!0=7Vy=uwGRP@98QGws
z+Dt5yHeSFDro_w*_W!-V_isW1|0O137Bk+P%L?Ey{h4%M8hKG%^t|ZExv|mnXq3fp
zJ4i%?FIOat<Z{E9tRT=Yz*Q!vXtWHaipJ%U5|}{@20RRbQW27YqqK@>KyQ*EUZ;#@
zC-^Ywi)CVxLKem22J!i!Dm7K9qH=iQbY?J}85&0m3XSxRri6$TTwRjJU^7b8iYOWd
zJ(>ZeNWZX1ub}Wn0byQ&q$p~l)|{H0mZvtPfO{1ho5q-Gv1gf*GZngIeNuW}@v^4&
z4cqq~-?-yYQB|Yf=3?*_aS1}ENDbl@YmzuJ9k`dqm02?iYFDn^bNrnhhfkL*Utvhi
z<|++w9APLeA%??)$w8pg&JXk>Co(qf-16zy=ifQ|*4mA$%r;#Dht3uziWDLYnA6yj
z6xJlS#WzV{wu!6`t~nV}En9Ck=N8xtiqsBFb~8zhdWA`^v6|&c7OqYoFIUHi<k3PI
zS*nUx>KNz@)S0<P8{cdfSW*OL<ndY)wI+sAPm`)+1u}|Q$<~+z1{+^*Wh!(LEI|k@
zF`U7T<IA`jvo<v=t*Eka`HJfHwN2}{w{JVJ25<l1o3*RANRwP)453d<!kplkfAI?b
zZ?7%*r~mPX|MuF#P^L(knwwL*BDJ(OMyMijq}t4a+`5$&og1syZbhI(S;qzp%P4GF
zZOSjxW*0fD8tOLhKKj{r5O}leSBg?H6ZAHg(XMdi8}dpGd1bnsVrBXgp2Zm}(V_U3
zbVE*=t9nIVeP>q9%G}!a;+A#U)hiV#`7rmw=b(3$)^zS%f8fmDn0qnu4CsqwhP(HP
zVHQB&=c+Hz7tUMsvh@!3V36<+-22Dz#6ttUqeGb4`UPx|kNdZw>&Knsuy?Bet*HmM
zK(_AL3P{W%^0J7v;K?y;qcAIqNF<nq8+Vde4@7tQ1WW^vWC>yRMadD88UnA-`;Rs#
zqyb=Y+)Y^?Wa@-Xbh3N>{lU-r?%%jNa{0UA?>s$g;9j^FFk-{geD`nA1<=<m1rI|C
z1}%Ej;E@MI4<_zoQ18P>&l3K@ieL9lBC{8cTogd@+un)(k)P#Wa55~u@7#O{`>sb3
zf~Db7&%K|{-o>~MpzrOzp__e#2z;$)__7;=&)*(9-Tll_>_K0gUO~c#uRS^1{p48p
zQ`GTp!gS%890z<ocYFGIR2tgr0Pg6I!)FUHd+`&1<O?|(-cEGtfu#ZGur9;I3&j1A
zZj3Ji_aMsxkA$Ly0`z`)ci`ro&quCqCZM;wg}4%dhvARVyOjW1;O?z9=)i=T;bQ63
zh02LbE#sG3Cok4cU#gzDT1#Yf^sM!uFM-E*RuODW2)`}km)pm#ZyU$>k|CmR@x?v=
zE4PWh%kL)#-hVW(@9E(7ALjJEIH(%vOVID*fo+d_HzM%CT^k<tY{n`E3_MdrXv5im
zbqbqXKK&sPm++JPLqjh<KzyMC_t2#{0Ur*S4F~66L4E(5KgIJG?a_D-T_vs^j^B84
zzVGRcQOw#Pa#Uc*_gpVS?8QnMnlpb1?hOkHLAhrYhmfF?1$rtpGJvS4fUqe4@MwQh
zj2|i@+Aku?$6daWF#$2uP#QUeO7e~JpBFUmWv>OVdWZT%Q6iX}cu68n934uF3W%bG
z#jvB|z`b^bs;RiFy{cwus<S99y`!dfMMafUZ#0ResXD!0D30>+7tvWe)@(R?@|_*)
zw-x7?Flg*~^L+mB%Dg|kzHpvj_#8jd|9r!1c5n>*e&&K|k=4aj8N_mxL95A5OIezg
zRhXHXm+EwytZ61|4&qeP^GdRdigQZ}vWv@0mbI;1yQ*tTLu*%M!^)y%jRn<pg*A00
z^-arGcC@Ts+p%uLs<rFeJ65e|X>D9yUtd*IUtV5Um|v5bT4Yf<1@WouxB?lgQp2y+
z3mc8%6(&i$MYhVSTxpQjND`|=i4AJ$I%mqsy4tU|ZR>yM%&pUJzS+5IV@YXChO5cx
z=*-L7v%K=-?dwl>Hk4@v`4ZZ?!sLw=jtV<3&qyt@Gm9Lod}};>4yeMkgqi~J@?v>K
zzA(?puxdlq5^sgjOD<dl?v?Ntuo<r>#=j<D%~Of}lMOK$$&9QNR;G=aW}?|NafsxF
zeHV(ZGy%p27#<c$6MR&hK)o<r#`32GzZ~K78*<P~^zhf2QL~}<%2)v!LAXH@4esT|
z`*0|WC5gdOcBp_6z$SasBIZ#e<|V{>CB!YJM$Bi%c`Jp{MrFJ~K{ILSDM?(50Snu>
z1ezBb_=f=Bf5vT8`0MfHg+N~vgSMC&w-ChZ=HB@pqpw&PDV4;4d-;44mlK9tnT)Jb
z(Ez<tX&i?W#z+W&BZA5B!*7;hw}oM9Srq)k8bu5xc5YnsY^gY0tpYiRip3;@fuT1h
zh$PW$UU(umg3bzyA_vfzkt#jXbIrC?tJ<igB{E5IaU?P|G@9%i65$mPw#Yv$lFZau
z(j2Y=qt#`yW~5~<&0ktwR^42VCajX$qKXF0dt1AC@1DbNZrpLOu)I!}<YWm|2?7OD
zAWV)dYkI!XktNb5sVr&v<;z#D+qUoI8E|h|{Yr~7SD-dCM2dJ3U{Y&vI%Q@PW_`1z
z!d-{<e*WDTC*MBawyMQ!)g|&0Jlv~IGN83hYBGvUW{K4<PjM=pnPR&W`Yqp*j9gz=
zS*6aIE-@MTYNbS{GNf1yX{mCXoo7s<tMnjV;4a5#<(X_Kj^4sES|zqLg~O#x&5$KK
z`9>>SYvyRpd;`MD(&RR$*kmWTm&p&NGQ;B8aXblMYtcF~?fE5n)%DeFYnnIg=-7Us
zYxmJLdyZAETqicCk(i<&DhKGhAe{25U-*BYwfGgkaGKnp&sv&ZQJ=J=oFdhdC0cWS
z>C%=}$OlGfaP9i-sD{nEOWM}zbBa_MOEQ)<H*Mc{<oq`~-u)=GvOYm?B?;tVJQ+o4
zVrZ>2wS_D<#z?dgnEuQXhjZmLrG;Zm6WK7YJezNJ2`ny|Jy&SXAd3vqTn#1^%aikS
zs@s9Se`D^&sSxZpGCI(6{|*-VU*ujme!m;|u6v-{qwab#$2{Afkkz4q+sJ609QfeT
zz(Jzh{ocMuLkB1C9vr*-F7!IYWI^?S&y5HZa0|bnTtF`bUML}M`IqpZx?8j`V8OFY
zOx*utyn*cj=-c}thT%?MUXE6&XUK#ew`+Bi*H(_)K6bnB<L~=F1E_<0(X$4J1Ktbt
z+doy0f2{ZZ_=SEj>q4D|T=Q(l+}sEz{H}ijJ_JZ)fKLd&kbeQUKldA;xLzKZaQi2p
zts|ejJ_B1X_!j8<uSV29ztcm)ut324aO(P>S&7Cem=K-ZNQ_`%7!uyS`7A3K{cAVx
z&Gd{;-x(SIK?)wl8v(<^%8SS~^fckz4erH$-ojLh7dqNJ@9P=&4vn3;HG^Lc)%W9D
zLpSbzb?^4!$*V2IENQp=PN=(X@fOD2A3E3Crn_6muQuJkTt9rVcJN~Jz?BVySGU~1
zyk_iD+vMdYBAyQ4Bbwa+y}j#+r}wM{3<HU$FV#$4X`Z~X4N1S_{hy5uUm5$;ITt_o
zng8tl1owV7HSpe}{=H8Jx4F6ZAd$&{@q9yYI2?R9co1#}qWbqEx&bL??%F@ya}Wj|
zc-PUk3BQdysm$ZRanA=CAH@X)aWzK-${}o-(D#0JAAUHr{w@!|_eeyk0K(jTm$;Dm
zyk`>M`~T+n`tN=F&;Qmu*MJAzm%yIZ)OT(_xpMF6&=gD#XgZym!pQIG@rlVXTnC|5
z6MdS$1ox6cLQxT@;Lyn6&?r<8Dl8fm7#>3uDK;P?E+8__KQh)oG6n-fVRi5U14ogA
z$gzQO;ocGca|7qU?6vSU?~uh2abfg?I36vUje%|<i-KeQ!<b=_!dS9hu3S-8-nG2G
zGCQXtJA2jgx|P+{IX0VJt<Er;lH_tai6mwuG?Z2D-@N_A-b3p<)>!mOQKYyza~Hqz
z#)A32A+vmffAz}TSwWE+*Ah4e4LL>X<W#l6lw>yLXQUV9Wal}ZnKpZxDamQJfqM(m
zathP)mu3|f<(5>IENg0PuWxKGz+kYvqU5Y4*37)*>?LV%1XtFS)io|}X=`llXvA&P
ziiWzThT4Ya+U1SqWi@$OMajl=88?|jO<|LrY;rb_S}3HKOIgbloO%_%UL~lN^BPp*
zc8h*Xw(D4J%?GPieX(`hdtGZb6c%>m<m{@gIo`hFtu-BQuW38cUca>>x6&wHW)bhJ
z&pX^!w5r6?kf&%WR4vb!l{neCR%*IF%4vwoNv7sG;<HnzX_jb{G7#LW6cOAj<u4Sl
z=Oj>HW{_Xz&}Yeb-WGL)!$e6n(d>G%SrMrdg(0I%$qtey28bCxa5b=^XD7zY5z@RM
z0t1GDyKzB(U`B#?7vce8hM$1uEr|D#umXh)KSuO?TErYi^nyh4VlK^3Ko1Zwf~4$l
zt%R(VQslfS1s~8$H>(qLQi@g%`$2+UO$D9ODT{!+VL>m2gR4Vdh2$F-H7725E;(i%
zC3XRg;suifI2Q6RZdnP0mdjxW3qZWmShWfPzYLX<DilPp2oJC?Js$ZFAp$OJ!+|`O
zKN{$yf>48oqLxQ9kT^kIh@1zVh9Z|mDwVMoOQOk~D3-!V8zGXC`QkW)D6n{O3awCU
zQYv+Fj))r`6Xh2g8Wa%~7#`&n5VFuO#3v|{Oy?S{>6y8usKS!k#uaNeY}vQ}@LPwD
zzq@1a@vXa$?A(81@8LHO9D8Tomc4n!HF|5hOl#FxQZts6mn~n>(7vv*bA3faTXl11
z`-UBx_a5DQ{GE-v4;L?Mwz~2a<`lU(+2qP{7L^p$)#a3z%8VFr;W~W!*!i!|A3b%r
zt+UylX5mXXu=sK%Je}2Oa3n*{6`L(ehf|-KW6mqoXBSB9PK_%&x3(dFdA%_M-JJ%m
zQYKW((FbRArm9mMu>Nuk7I-1#j&uyj&}HQ*(=xb*Bxt-sbF$QyDoako22-U+q8e9c
z5o36q-6^-F^0a2EP#!{M2E@jLd&zt$?olQ?O|IND*yNWrRke0CuHDwMaaZHI9Yyu+
zn$%pT!bB0OV|mDDQ$_RSAq+lQtTE*jXI3?Wdri3|i8>p{kZfC8S=ijUZ0**jEqj``
z?QPk<f5nai<((V!x!~UX%-ZJW9s7@d_U*3sK6X|&u+1r$SV2>pg~=IWM|PsgK~<Wg
zMCvfMG%x_0KxDr`7?LQ7ljs>58_<_+NR3xmu+S4Pw@@V*M6QWst5C@AMTnU?wdilm
zy`Hsx7z`lxqPgskE?-Y~+u#M{jDdJPRECY`+Ym8^`@0|Xeh4+}@$ex6C+_V7LX6!x
zaqsqr_)qACgP{~OfK$QqL;|<t_n8OsIr<W+ubYkC4#}UQuiNbaqwnowlh@Zl74#(f
zf|rmCFnz80!PQm0-McRIzVC^lKxZ5n9=2X0f$hiY@n3|#9`1!w3iS0*Iye?~0tl+$
zUT`LEVRZmZ{v5`5I>J2t@}AQxd<*dL!qNbB_c`MJ+y*hTxo_yg-TOe_qt~A02LJRl
z?a`fZ{sokx0OTGG3cCj(7g+n&t;g@)BF4sHZ_m4@W?&*Md<(dRGK|MSj)o}xMeh_6
z*nY~rxCfkksejxvn*$1V_uZ?5*Y=EGfoTEr+T0^Wh@Le}73sp%wujf2yEDzI0Im<N
zt?IkJ;pUAUS8gA=bm!Eio-@~b&h_5;bmZ3iV>k9rUL!7HU~hoQ!87;GP0s5c6TXN}
z1VKz+ZJNB&iZqY$TSvwRFbl&y<l?WQM~su0?0avzmvG<^W`_F+BHKH2ciYtMom0KX
zr~2Q;h1=x7heQp2Ix+k$QX1TKd1B-;(#(hnDff^w4AX^Y3L62v#A<~*M-IB4`ylxf
zAN$W86@Rb$U(DIV%oMm>pzz}$`RNh$ANTy+C-9@cHT>b=Zw=R**ucf+`QAtF)UuiT
zllO<l2L{IahQ|jdrirjY7)ubr_e*eZWJsu|qC&!=g2STS6%!PWibVyI;sPU3<bX(W
zKoo(#P<=6$bTJx)NHPA=(SFfkUZjAzL5p7XUi^k%m`@bAmmbX_lbAtXVZjRm$o}D+
z@F+<v83C)UrDbdD>T2?Gt8#NXmesUYRTQMAq#N{^W}{Uu<HSS@D3lD7rLDU5^xlI<
zckQbzEKy68kzr9jK0!g@(O8@Q)k|;83J5jj6f9|KvlmyGU0KFtdx|}|AUC@xFE7WL
zo{^lAVN1!fJC``Kq4zFv<}S%tQk+*(UR+&OSyxiFEF-rF_6LI_Lzj}SPj#6yavV#R
zVq`*LRc&caU0HQqdDZfYie*(5%W5l^)s~f4<>wWrr{tQoE~O|{$a3--IbzmQIk!?R
zT&5P*D0tO!UX7ezua>qY8P=tzZZF8+S5a}azJ6ONvQ~BFdj00|(xWSzkF_=JYp7hi
z)YX(`s4|Hf9Eu&)8M_;@JBv+?`O3yZWo@3cI4v>TLP^z-?5a=<tw=LQrkWx#vJKp;
zk@_e_i{(NunP8ESJvV{!GClUCMA{n?j+appZqvouw6SJIltvh$-~@tr<%xknU#PnR
z>LNfdo%9+zW-bi9YHlzqdTv6*EHT4Z%MUZl5bYbmr!Hnj&r6J3#EM-QA2Ej<`bJFf
z>*TQ6tT=B1dJ~cA5NlQ@m{m-Tn4%WN>1FXcDNW9gmhvJLBIN6mU}<1by#Tt=q&Gmn
zk>Ri7me>e;EsFF8=$A%WM6fP1AR*od3`~w)02rpzyn(*pUX7ZjR#ByrXcjY&hL8u!
zVrGKBL>wiPMDY@X*vLR*_=>n8dNoC-BJ<gSJWik%oq7hk4*6^by4}uCvT~&ISdk<~
zV_<2G9Ep-4mM18+0)<vAl<^sCMrai5>LEd-NdHjMeD8n-K0(0|<OGhyWCQn><SwZw
zt!!A)zJBxe1BZ{ld+gNvdk&o1w)@DIU57UBJh*AcLD*w5@=M{JF(kWEG7Cy-nwmQ|
ztlPeS<L*PNx9mY-W6R#7oAw-TUAq<9uPq~Am*Psw%q?72zkF3!>*mdkU90oTORE~|
zj=g>I>?ddU9^SK}z0sBBkgFvLTm~W?^vPyRdK$7Cly-+PJ2$zoB(=24UQ%huEleq{
zs9LqAx?{DYaH-N}6=+n@drhf!Yj&n3J6oTTtw>GRxUy1;%QC8Jvuc(nFD-#hf~D4r
zEXj%#*k9A7HuwPyT%Adinvs;V#Fn?z=*ki5Efl^ah)nm7p^_LJno!178ziP=h1H=?
z%S_2H&Md9TuWrh(Y0fOKw=b#CB3i-X<mr-yMu*ywgOoD`JR#Xdg^e90E4tE3Yc=Wl
zY(2Qw4*55&Y<X^7>(Z9hrS0oLyr`_&7FlYxEG;{yuC;yd(bL~t-v8m}S#>J}$>~f3
zX1b-o=b+3e;3cI)^`$6`aZ)`@4iuR&L1V*^Vn8oTn?jSD<HY(Hfi_O4r^}M)aw|n-
z1oyI(DQtD>zn6PGEA^gbdbh80$PIgcY3LK;8W41V#x5iqyqN3d_V<2+DHZVa{uIvu
zy$~@*2Ck0Zee;JThXYTCcg^%47`=OD=+0LIy*Kfgp`ju4<a^MUn6B{nk=yq6$KIdk
z==<kY-+Om33vA-nVJwA16$BtX>Dz$B04%jnT&x|s+}Yjp&Xu7Hw??|*)Wzq3kL9n%
zjOW}7^!51kV3$QB8`{~xik>qdd<AF_15x~`E8`hg1Nf1R@M5Y1!h2!y{q`<`)rNlh
zdH(bsI7@E!4t;ZH6p3dzz2ZfmpOFFHp7MALkp_&g2v0i1>Fd*{ug^eR24>?Gu?Pzo
zMgel%Qt-^#+k~grW9#)uRR}2i_%2~r#@m4{8EP=zEDER(u!sKvxQoZ1zcY5DuXp(F
zM`M>eAju+~3`T3h)=PW~s~+E6`RK+<B$!QHZhCOJ_1?AheK&Sqzjf&QyKiAc2o?@-
zXk8e*0CV_Y@AZ3kK74TF;MkQl6PRalr5T}T#8f_fp}p(yow~o)RS&P%&s<)H2)oJa
zYbI_VLeeiryp0WC`vE~QNAEAVgc%*iz_sz=3rJvi*o*w$eZ-tKWRVT*nYy!Y0wXs1
zJ{%wXiZE0RT_OsI`?GFvH|~xjjfC*$;PTCVS>&FVhgA)tqwS~HYk$EW{+sUt*B$sG
z5V!%`HW5m4ZxkMtpI)B)=%c^^3C9W!KRh00Z#)s+?`wl&_$qM;1L(!Fg-7atenkDp
z#=r3i5P$DP{`T|fGwy3ltovLeY`w%#w%$iqMrQ6!&y3AHKx(2VFY(s>o5K@>4<<2_
z91B?Ye>v`r3L%u<XV4oQ_6&N1!ZA03fZk`^OGv&kzNDzdVWdSNq(v}MMxesH!h?|K
zFv~w+UT{=E9F>#+M<a!l5aJac?iHLE9xIQdsi^U3a>a_GqSZCk)!A7UnXcxt;>OaY
zMNUVS#gJ~$m@%&^Hi}6K6HzERmZSq4HobH3$mWjK75PiGGF4&%o6X^e$B_T$%dgGy
z4M@r>C~9p_EiF&V%C<V4>8|vmf+Zz|g?X7-xz3D&jGUtEC1rU<r8!H%z4<U{=9LuV
zj@+WmoI+Rb($t*7q>NmXGs}>cX-LmX%F46n7Nq4Zg%0e@DRgEPxH6YyWfkP*6c*+d
zl;q_j;h`!wt1>gK#BM21Hr1tBTQgEtWu<ncCDrTYRdPXvgjXdMELY3xb?W6hZBtUx
znyl=`<YX(AVu+0?)~c4<Efr>Ukyex^Ph6s4l^giAR&l*Uy38RgPGS~V=!MCQf@DUn
zg#wGO1Kg_)OVNe{eN&AQb_2<x4%TCUh1gpmTCA4(0Dal?*ApnOuxYczY%je$EJ+h>
zQAHc1BtWl}<p=InabV~r>4hXDHi+onaPuZa&Qh=g@grnjA#Jfq8tpPAE^&y{O^ITL
ze>`b6HGCG0G=~v2pBg?V-1jAt-^=vKg<Pt?kP#wfN2mm`N`9<}MG_>0;a12D=fnrH
zsD3P(ZvxFbo`NKY1yn?q#mqx?83Di%vjDxMkXJ~duSSyIh>f0$R0ld0o`(goQFBP4
zuc2b1=D_yA!yXDr0)%xX2FBAC6Us0oXkM5`MbRiJLT)HG!Jo$rknqD{B(@kBYDFx{
zVr1B?i730Bm!2-QrwHVVIJuINk|s;f)F#<wdb3Dl5Gyo7p_I$wGGl4vh}alXOk6-%
z#GHjb3%n6##uP|3Cacqto}cPkl964MzqG2ns<EMEb>oVz%4IFZ74^jxbtP2|mCIKY
zRn(<qEU~0y+Fkis1?6S6Ee-8!J2&j;+PbH6)6UL~J63Pr1tV}n$GWoREv|wxYev2$
zJtw26ym8Hj_4^NQJ#uv8{(URguUox&!=Y2hj-EcYY5RtTmfGBcOua?R<S|)7HU=g;
z^0F<NnU<Wqw33R<>g74LjakbYofXRpnp#)w+26TqPr>p!<U%N|7MOb-IhmOyMOhUU
zuJTHIQHiUfx~#3EZvDpk4VwxZnx)AO#2G8>X~xW)q}(OAm09iDG*@2D@`~2>@|L#j
ziW-$YjV_i4Q|JM))aXP$L#*H^wOqBHt<dt+2D#a;w5CbT4!+LDlp7P3W~s%gPRR!G
zCgqgmFI!Q9ZngTh(w45q4ZEsWZAvbz6egw7<a&xk3)NR(NfX;#GDnswJs);olq4mS
zsxa`A(h8b8H=cOsgR6H=etDsA#cH`Tmt%2oEU5(dx|V=@@mZjwP3p)&c&{e2NS(1%
zo|-R6%HSH)P%Nz-l5c{_rgSXPXOyTM1@Jj2>`SE9ynh$>demB^6Trxdv;ZP7;Qn3w
zi0p#D1pM$AJQ$%3h;Be5*dL?J2EHIHvV#|{4P1k<;ipvQX4=8~1D7Z6{*dJ0PKcW6
z-FvU+(}CXW{e8r<Ja~*C)(4}bgz8Ipd5LVF7qgz8qwk+lebM3s^hKiYm3D%=Zg)cO
z1u4N7I(4yP?9z(i-uH*@-59w~1h4%i@BK%#@Zyipx%au=3*G=cfEhfgyf_uY9tr6T
zx-QW7#pimq-7Cv~lIj2iC9*wlkKe#lxxe5aDC|IAczr*(Nx(MH*K=wH@q%MLHe-*s
z5XrzuNW0Q=4-dX{cf^yE25lLbjaS5SHXiJuUuaVRV1%lnaHj{Japy6@Ac2m#nNRLc
zA+-#+4tp?27+wwtgTN%*3FsZX`{{$5`-yCgYjwa>0($#5V*@hp!>bLC?rfRvJ#xS2
zt-hZ3ZuXwN()<6h_a0Df-s!sUJ$K);?m1`A>^+m}#JvE<bc7_-kPt!$AwWn%y*DHw
ziQc;nm|`1jOfk4uToTvVj^nr_POpv=CvLc5Y*THFYn<Hs2qg@YWM+~%Cu^Ox&Sbqy
z`79(Mq)+;O-}8Uo=Y8j^TkisTKkxs<;}{?K>}>zp>$k7>-?{<x9qjvRsQ2TMt4Hr%
z+BSB+_2Ie2kD>iuY4(Idj3=JK_JC~!KA;;8Mq&)DzJIxUtoL;fss4K3FCZ2}iU&S^
ze0$&1{%(w%@Jw6l-weaU!vPFgJ2!?w6_{87E%(kXPvQ1J<zHY?5A=d~z3vz6#xSm9
zg~GElj~myqKjQ|!bjM%VH-7!i0KJ~`j=l#F=h1kGcLc_4#4O{i>KD(pypQZnUB(Q-
zZ~E_JkHvkV_CwXjnHmf&ShK)B42qk4CiQoy?_WOx^x{*4&k<fXd{R6gx{IC@PeAY6
zH@^RJ@VmZyPlq2q8h&^elOivST=34vL7vRTkqdA(jf@SA-M{;La4(Gz@neB|iS%$3
zxR(?a2C<jS3`Iq<JVjxJP?*6K2D;n)iDch!k}rYcPonrolIN2ne2I{J3BDwHD2q+z
za%uc%GMDI2rY?v`qOg=KjygKVohn^XTC%pGuDQIVxuRsv()zVcu=tkO7GxLMAxnwH
zF;Q_OLQEJY_6oY{>JDz%x_{H=jVs$06&7cwyE0rEQiaklI5dPtcb8WzY-@8@Ri)+S
zrsw2j=j9d`7nc^Je=WZ-JFhISsIs7RVPSbiZb`l~C)b%%lv9$QU4(hGY4%K4b`iK2
zCI@3iuGW>Mab{`V*?M=5!Ih&=&(_&8^i~*zGc0LY4o9}znVs#%x@=BWVL^34{=!Um
zO{Q~MUS?Zi&g!Dvj;!>0ouWdLRGOSnk&;*|Ppwf%%S0)aQt48QwNj~+M-Wm%f?b06
z{M6+11h$PwcM78NB%FnY<Qj8wsX8`a!OT%IvQ%^ot;o_bGIjI}EzPN+q-!uln2dRC
z>H0{AKGLQmn>7)7MW{{@hFKLFd8m*-H$G-Y0%ulA{CrJngh@d&%BWf~S(X6q4Us2=
zYlM+zX_QsLvdE$!^YW3{K$`;vSnX+T3sMLOZhc%?hHP<>q1YvrCq%?j=0uZb#*pXm
z82%iJPsD;3BK%*BiG<rB7?r>ZNr(=OXNAPl17c|bJZ3Pq<CsAlhChosFN!i70S>@j
za4+Z=&fXZ7A7XpG^b5Tg3>-zDgB0IrrVpT(N}53oe<>pDrAX3rI&C(a<%hrrT(YD6
zVq*~V8!8b|0KG;%927C4M52Hjg2Dz26&8J*QOhyvIA&v9nuYJMC%T*|Sy@uMBUvhA
z$d%C<S<2i3gUu<^8iW#ge3FQpD2x*b`H3k>{NyAKk58o1XUz4R<%7nzIP^psEKXZ`
zE|v(a_H2tS%kInr0HbWqT$3#mmFCKG=a!<Z&Rh$Iz-1R_7gZKjF0QCuR=uR9wyCXV
zSu3ixskO4cIj_9NnO~ZgRRHM4xm8yA!o_W?R&L(f(Y?KW%a-M9R=2EP)wywP$J$j5
z&GlGh$SKIsTeMsOmz%_cU)Ncf?<g#El~?B1FDYq)SlU+H+*Yu3MNQ}0O$U!`*!Nob
zvZl2BJheRyj)?5C;?nxX6-`ZLP0jiBjb&)b+`4Veo_(mAj!vn~!BeW$u1rTsSyokb
zMn#n=JI`5Kv7~G5s_vaDH*KwIZqd22V#QJdixbXdM<<E+GF75dlOR{crlfLVOIB!;
zR0h6G#}+C`vB@;PBw1%y*s^75S^CW4-0EeeOWN`mHy6~cs9fHeTicXs%i>6NOpz)|
zqyqhN<OcYDV-*IT+7hp|qBu$;Ekz-;x}p7UKk?psmu?*V<SV2-h#Xn58Z&$ji56Fq
z#SO8Sr?UZi_4yUH@;ZBYy`f;C%vA`zH%@H>_a<o5!M%Kq!<4tkS-#X-u-KThNS9gl
zTjy2)@J2?xg6$Qo?<0ty@6L7P-~Jlz9q(xC2Pz}B3(yOJccP;W8(;K)@y)<DJ^ek<
z==y+QKUy8U$TrY_Yk2VH=)hMG`}Y2j<S_io)0>+f_U<0O`32bK_Fvx~=!;k%bhu5B
z<m99O1p0bZUo?dLn11G^N3f+QfNaDwG!Ay+dzUsoIKT9X$K{J`*bVTAVr?B`aPQxE
z6O*$%^zsYb^4stO-0NM%#`6J<!^Y`l2?T#ZHT9AJq7|T?flQ#k{jJ~l>r);676?P~
z{k-?ysjEnMczn3$F~WY|y!`0om4_&3yk7V3Waltw8UA6oh+(LJwhYWhej09!d*Nmn
z73UFwy-Tz|_B4Tia1h6#93+gt4)ps$@56CedJI@P<S`6CI^Tb%|Mt1NSNFl6@VI9=
z!Zdy~<*xqr>Pk2k9$jkxw*Tm(ku$?X7j6vpTpGCW^}yLLCMV<dd%WV;Zclh-&?tFh
zpzoWZD<|$;+A(&%<Nlc?_ugH6@2&c=cbo6OzY;a}-ionPOGi&s-+4WM<WRxz8@0p7
zTZc|<9(sTO;K!#1KmGV0*T?S;eQ<R6{Z~idUo-YW``E{;?|;-e_U`i0ce_SDIz05r
z`-7i+IQc<_zy9j(?Y_T$H@!0NC^|7c(EAvE^~d1eAEEbmk$Le1yh<;OxNxW7)C1WI
z2;YG4j)5aMB?0|TDD%*Dz0xjZVO;5zcCn*^li%%q46`@hQ(zlF7ngXbe>oifA<5$t
zftTyx<?oJM{T^|GC$4|@&W)$<_dR{@#?w>1Pmhhq48qX+{!LHRcHbCcw4XkB{9y3@
z;MKcV(OT>M79C$N`vPCBeWSetW4C_~?xltkyhRHq(83~6bW|vj5lVzL7sU)Adn!1R
z6&%S7iev<kX#Nr4UKC|MxR)F`pG@>6hR-8_d#S+;CV>s~#YhX1KW<4#AW)?ghLXl`
zi$rZ@rQ2JYyIY!f!|b|i+gp2gzOiHTj#Vv9<%RiXtxgb^OeM#K21}zDC1z7+b@hRD
z>yB*eer3(t&8s@scXriOSBs@mp<G_xP`|jNEu*T!mY?e`EXXb_$jQ&o%`3>yEhx+_
zEY2-LmE;r^xbrj9+%Bs-%bDY}XCmrMt+QI4*|w|#lRFo&zA8tC!tR15CP$l(#VIv9
zQgt?|Hcg?kYYa}KIm2j5SF4RWEu=U{w!@i|mR4Z3mfO>6(rrsz_6Dn=Oq!A>;N`@}
z7ANuRREh?jrc#<(DU;P33?<T3Swy%vJTxOYp-3TeC&#*z*+t5PDx<L0Dq3VpEK)}2
z${G0@R<4ejsiC>mRJVre*3#hbb?K<-+DN;G43mSyKyjLAP76KVOm|ut8TM$Kkt!7~
z5O8NF#LO1P`Km<WdKpD8rD!luO+b)&;FfHZFzhOhOBd(T#{qrCv4KLizdDJi6GbWo
z1cR8CmzKOJU%RxzR+*#LiD&|*KacLqqx%V>gCO$~{9ho<e<6nA7atYGCi~IDp#V>h
z2$&iXFfB4<7K`i`OAq2PLt>)>806U$;&e#6a5ymObHKgG>_vzfpBu#I2BNQRJipfu
zQ`=B1##~zD42ZzUIzy2oUM3>?EcAu2kmqqpqs$cWLsbf<%_?v@lGDt5jWQZOhd6dX
zT=W7#T&P?^2l^Vc9F$JOHt0Ced(+dC-7b;EnjjKW#Hn<LQ{u{0Xbpm75sMWQL1z&V
zs2~(48Z8EMnpLV)F`_vyO`rY3%d-gND1lI>H>KO1xmJ6Y!Q@n^%yN}kZ%o%2(`8DN
zSgub+u9q&&Xv?rVb1dmO;9jdM7ljRTdbZJ#Ww2-J?HSmxxN>nRH`ru)tJ>-`q-U8j
zaxK{f*1SSnQHiUpJhQw!qog>aFyEb@ou2Koxzf_oP1baiQYVk*v7_TT3X?7^Cp*2Q
zB)fWXS@X(;ZCwl7S68;JE^9%9*rqLqkFMLhzo4#OpOGQAm<>)lTocvHo9jB-Ydbp1
zm#?VpShafho~^GR*>dP`UDxUqlZBHi(`9DoEUGDA)?B`{Ij5?+v~g+Ij#suFJiPwZ
zy>)G?bgs-8p%~ChV8w97QlUnVLZUSn+?ygvl&g{QmTGh)tE~)yl#!4sP+4Gdh!JZz
z5-qF_XmjH$&G8B}%Gr5J6ERL0&Pj|)QI4~&IbLIlQ<>vb2xK#(xGGbO!oZSh6z=?`
zn|ADe=ab`KUFtsmuA{0hMr9-<h(h9$(b^U%R1gKJXlhGI%hKg}xYt@ztH>w@^wNat
z$V3Hv4zTz}rD%Cdn=yBxt9)r%p_h9rWwxT<s`tXxfHa1l@%&p1UxQQkSFZBoW;aJX
zy=)LDegeG{+>7aKKwo6`0(~d5*#O$$2B4&U^7z)CACeq~c0caj1~=wV-`Sr)FYXA#
z1F|fkjsbn4lKmuM00;UB^!2PDqsI+5@uUEGmTO@>g|dpm#$f-YyH{Vk-?JJrAZ8zU
zB;UT(SQAGE?ER~|?%jOPV+8%5=ic#be>~4|ym{p1UN~JLxIq{79yfs#aLEETK)!$L
zH~#umhsm$)<ZVd42zfZycjt@VyQh2aetp9u>Z0Wh(Gcj8^SXb3;vDv(FI>bhR6tw4
zG#(TT5g3o~F)-K@T=oMCLCC@(9>nW)2t&*A%E*wHQ66Qu$0Ku{x_18}GV5-BFnVDX
zCQW$y(L5<+n~>9s5fzUwE`4xm)x+NX-;SQg!GB}~H|^^kxQ>+q@9gP`lPPfTmHsP8
z1^MwD3g~;izwg3O-<i>yAKv+NcVFkCt5q4-7G_^tlrvu0R~Kept#n-}w|lC>eWfzz
z^1{N)i^?unFS=Y)^DC<Qa&_gEMI~1k<zHQtd#yUpQ;YDhc~`0{F4t85<Pmz;uLt^0
zemBQuUW{3}kEwUq8OFOZJ;N!`&W63>canMW1iVTwpx2u+2fZC9SqM@_(lVSXP~dT5
z;#KAmVTX@~H-{N=E}YnCy2Q?jHx6%~_Z$Zlhk{%QcpmSy{8vZYUtB{!!C>zv;_#L4
zKD_lku=WyCvPZwae$O*O25}9S?sx{u^xXOW#=Y+b9(;HA(RcSBKSf&a*uzo8eZ%2^
z@6w4K9$%{HIPe6C4}bGJa&H)*_lH8{Kf_btUJv>*QNiF|vX^_K#?hBLKZ4>HLG?!_
z6u6fJ?hTt82FW*KKA9Xq1^r^A1;K|v^9|*PkWvX`c?2n)pU{$<yM0;XtF0>zZ&>}_
z-d!Ib-uL0b-G?`=X|F0NF>5V?I4M0cIU-C<A{sd{rF#9AhK8e?Hl5tD^W>gA$M)^p
zwqZjVs30%5cG;4emZqGA6|UmK?6T6VqGCs8c6vs3Zhmn=eo1b2LAE<D+nJkb&vGI?
z*y3{9GHq73Mq^QFtwwvM*`2F*=4jHvy_pJohTPNR<C2=45`#mmv!`n93Vpi9m|;rG
z(VH^>LUNVSWOg|1E{_^$PcO3BDr~mebbGDESf)tLOBQ6raq<QHdaZhi(NF~}mq{0C
zH2ET-G$LFQ5#~<j7pcT~GC_eNq0%I(Nt0Atg;mCc5-q1t8(n0G$=9>o=uK0QoJz7=
zOU*(qnJLO`puy*0*OH<4qO~p4#>!4-=elF_Gvi%pEV(#H5IZ}LHG|KdEfEANQwZu5
zqAHmP=#?iBAoiM4qa13CY2&%|yfg(1N^dGJSd&cBizx6vSmmq&d&;6bZDW}g+-s7u
z#N4ptnBc_dAaHLC#W&m!-1}lI)gRo;jF?9Zm>M+qxxhKkh5Aj244xH33E)SEC&d!^
zF<~s44~;w%G|QmQ0@h+;1ur&0fKD_)IKs_@f^bCpCd3Ex5kAI+9l{s41nx$nh^VPV
z!jzD}XMz^|372%r3`q*fYU1T)N%M1L>1h~w%t{{TUM_0^KQ=g37^zXPjM`YEE*5hu
zbed>zuhS`XyG2$jUo4@dh$sdl-(XG@OQSj52m;ABl;BHe62;Qwyu#eF%8GP%20u|a
zb>`eZKmT%I2#Fh?0`5(B=YxASdV7jQoh(wyltw^rvPhLER0t(%ps&X0FkltHmf<a(
z)ul4pWm=0^WfaPF$uez<LNC)<rCLjpOe0k2RF-t3GaHhx-j$VVPD?RbFsE2)x2w|9
z6lP<pRwYr(<yyp8tBh%SrCu2;h~r@A*K5pKm>E%C*syd_dsqG1P4(-x)UDfEyJpk!
ztvk0KIo|ckUUx;6)M7<zo8IXtt*dEV)!wvj?b5YttJ~U_tX;S1;GtKJpXh$$jry+D
z$$CSKIMtk&U%F%|491O}t1Fi^*SD|Q`r4sA$4+cLaImqXOPlUu36jGYECP$oOO>T)
zkrbhgPnEM0l9=&{vB?s?R3%iK6P2duWb_;=lQn4qwS}G_A;$@s$?_=lwQ-UNF#-x-
zOyP^dViJgP$sDORL2Knh;Pr4XCS{o7)E@N3C0AwSDD>LglD3`uUi<L$8>hcnckoSP
zQ6*iX3gIRN#3Y3C#iT?jiYe8L?Ae-}GN3Q44oN0=wA4u8Ny51zx=<Z0F)&3szS^PB
zss!}vv#ONoCDOElL~X`z;$9pgy<P<j4u;-~p%1?%!2oxGN`$Em80!FA?@x3&@AvlU
ze)t^DLh?mj{F&Qf@b)!?tRmd$+x|U2COPbRaQ&6LSKk=yJ3pD+yxaefd+~>O(RaK-
z{yy4-@Q1;gh+{f5t}{11-B?H=7#O%d0*mRDR~}wkftDz58UP}*5D)vHr)%um{(FPx
zz0(9H)5~w&2G2m>LzBLDG%%W&yabL#XJi_950r37;#omqg9`n(9v=qFe>&B{`?|qK
z-9I>VYjC7@z~f&T7#{KDfevDJ9&*oyfU;0=;qU#2&S9@x_`=PRulhzmyK(>h>qrSk
zkDkXq;gPm_zCHODhp<OgKGfq;hJnF=;Zs+JFWvZZ`1%2OchQOV-HlbA0Eb%};6r$P
zq5l54rqL_A?%n?A@q+<~<9A2z4thrW-NL!j*Zp5()d2MSW&f9e-t+zE(IeT{--iJx
zKwiXJzy^c=h6Zon9qt?Y_!MaNoWb<VWip?)+Rob?p0e7`nasa@Gu+*1K5wz2u<=*7
zF<Efm3y$>jY4%_E>G<yj21EY+@!kBPe+|&<S%w(zyPQ~w`0+NsZ5?6aUS10>b`P8x
zdA++hfkG@Eu0a8MA=|><fRhx+v!Gv?7QAPFVBPn6Jy*hU4fMs_J<r&YzK5V$Wb0uK
z0&gYWHJr0x1E7n&6byXy%D0$@f<f4y-hA}I4No-3Phjs~|HLcs>Ua$Ak*nW9;Qi$G
zcNh)R|KPhjkDiV`_7sMOWAyOQ15e$3h<rn6{+`0V@!;Y8k$Y$==)W|0^~}Iu&3vC=
z;NOFLJu>fj(ZdP!FjNEs6&ev0N@Su!NGwlzpcfS#Oksymql2kYfe?Np8Ax>qpg{GF
zm`4bn85}S@FknVd;H==_IblI_!h&Z6M$Qi82M|(&38{f0mMG?8v#G1JXk$&)&gRC0
zYub-)UVCioy4`I}%W~a$N{NXZt)fS&=@dDUkmx^OO`+6UEZuc=$2M$yfA8M+4jw$Z
zXZM!1Yg$$`)i%^3ZmO`lvS3kV!NP?Z#icsCOK)>#7nJ4~l{;OzwlufR;&PbXPHU#q
zmgREfq}#KtX+YTw6Er$!4!Bq6%F()WHRGjr<*FPxN_)04EnAb8V{jB$UB&5{<&MlU
zb9z3Ul=h5*tnA{Fg0hN&lJczFg&A3mIXO!+-F0b}a-}?zAD=7W*XguN%%%#3yf{@-
zDwky@38chuaYU$Hz%5jXDowIQY4U~E)GD*E+`z9e##h?}i|m3j3pY>4bjXNSNw`fG
z;nGm@tkDJbm>et1ZK8vFZCX;gk(!al%yn@Jvf_(!65O_ESxO);dIpQ~Vl?F?e)Qaw
zI3$k+r}9H3ybx(T22zj>Vun>7V^eahifCgh4ORyvIl$xq$FD(5wJF)T*5p#Ryedai
z<dj+!G0LP!Spq2~HawoOAc`<M%=h^S|0z5MGR?x65k91VX(2u@hWbv444D%{2~6fj
z$`V-$VRUK|ErA;bMVHO;VKaSj85=Vnh?|rUCQ6O~#7-)rB!!sB4?zSOh4eCoG?hl4
z#-PriQ(*LcnH=#Fl{}Tp_EXF0E_-58o*ab@y_zjfA|-G`<2k_sURbJ-qLyQB1=pnK
zYE&$}mJOdnW`;OBE7jphLa+n4SCYy=Bp&PxbY@^s$jpG?S!8O6RFSf{p{A{)ePK<F
zT4$K&8}Q6?FZ=q3M#m%=&CZOhVw)pJqql)|lY|Pn%A`=6g<=l_OXPZm)~Yq7>&#BI
z!LBmcwdQmbHsrcApsz%20`vlaRc43UoSv#R%k*hxSB^cW2$>-US2l*XB<YY#W|LXd
zBnE>>qfSxD!M!Sz#%MF7xvT~o;8~m~#Sj;rF*75xvZ}0UMg7{1%eU=n*|Dc(=f0L5
zdpq|W>^^$3wR@K_C!eoWC8|{5-m0aIE7q-DxoK1L#tn6yoy{9Jb{{#i=dHJJxp>v8
zB%MAsRf;~i+Say}n>M#?-rBgTYsLDFyN(>)fAa0_gNGVAR;kkLbY4OTEsDTo^CYrl
zm4+vgGWm%SOm-M83OUGRHZL+(K#v!(g~|klNosM64UTA`f*LOZ_c9Wt#Mne)Y*JLR
zEH+geuQUp@R-w_6WU%vqxH4UgOv{n$xJn}!SYWUv=+l6{hWxVCdk-J^?Cg=xzh1rX
zbtF76Qq|;S86`!*RvP1UHlE%Ni!btfQORaES7nWo=%Dn1dn0%fN}>XNZ7}x=O_?fJ
zsoGU4GG+5s>6}z6H9`GbxfcghNWQ>b6zl-wO>O_+a6AsZeX#X<q4(!vFTSon@BbX=
z3vTfk9{Rt5GjoDwJ*;xOXS8oT$zgDElEb0lYwr%+yfkskiH*PSbC}=(ps%OKJl$eQ
z)`Gx=Lp)aAaeTjs9_e9(0^J(Abz$V%vHRye6Wm~O@K_ygu0@;GqYKD1Tk9Ej`$OOT
zKX?%)e(BFQepLC8KkS(|3KaJ`F0k$lTdx-q02PR9K<C%r;a>a*H~6Ph9q>9M@*Z~1
z(R<JqAu=Ld!s94~ay~qA2j~kG7X}6Z>al<19EJ!C^zHSEz_%a*51;NGee?2TFcQRG
zm?(hI7^~q`k}*W%v)+4eUws5*!VQjJxN-TyYoiE}>-j-r_Xap1b>aTG#yjV`2Clz7
zIEdJ~VE}+Ptbbr|0PT<$`!9lZafv9rtGBQA-tL9i3+TNubfa&m@Ae>80S2&Rj0_Kr
z-WeSH<O2w>e?_X37#OU3DLbd9pb&)(5Bg5}>EvxN?FFX`<$>Etw*mCxzL!f%FXiO@
z{HNYqPUhYp_W>xqFz0y25R7ZQULWt@Jk$C4zV!2Jy!#UR2fYqzV6A6fUf%;GLgN~o
zTftwA4P1|cV*${M4>tBCSbcCW>`~YcaRYoP#?^a|z>Cu{?3rE@F8~;ZUi4tX+>5(o
zRRSZ4uitre_0E$o2foFUJ&dXU0^Og#0$#uF7lYql8^u8Ir=yRa-hce$KHhi?B!R^5
zQTZR-8!v32O95+Ao>qnXm_s~@?3hdaBVXO>JKg{F1nW-T_&vCnK_E_46oH6hhI@(?
zMvC?nIXX0w?I{oO#vqS3l#Yr<h}n2W1yUjT5`73kGXm$oJl|)E@4P9#zAyVD-XU<>
z0^01r<iH4JFhMpyKu;tUiBcAu3=MW`Q)W6WvYi!$YZsNa7G{-bWOhDB%ZSucNj5gq
zOrs?G&PxpnEKCuu%Fa31((=}pEyugJ9o@10@GCnvukEU+D9$O$u4<@W+|pdz(o#~t
z#F|@V&n;fGWJP^bTUljYK~YsvVO4oa^`eS~>Z-=7%KA#w!p8E24Mml8`Bin8KAT_N
zh+(V+bxj3z@F+It*EZ!<H{~sADqOU@w031>U3+ySl773YmaM91?5J#Lt6SRM+PZcX
zrb;bY-d@+Zw!U#)O-*NMNu$G_BTUZX^Q)AK8lARWE(7#dX*Gp1iIL4zMNzEr>|De?
zI5Z6zx=M?<M8_}E#FiQ3>f9;ynW9R2e7=F1?&01rn~VUxx6sZhb@7Uv+#FkUx}K7z
zA;I74G}E%vWAZcNp!cR*n3ALgu~Ad$5zo>H&&5!u#WUw7BBz(*i6awpL*)rXt&nDv
zFwIhoC#EB@0mKXLmBr&nVcHaOnj$*eoLKCXR%EHby>@k+PQ*|oQc}3#addx1_$-LM
z<iM#sMo<DPlo38RV!^afpDD=fpc8y~QHV8Ts#0Q=q8OPlDn&qox(h9r%fT>We{3Ws
zgb0(u!M$Q3QItgRR5C#<j7Sxcgo02ua}E%fLiB(xi!qB6?Zb=pPvBw5MUW(!fZ-H&
z3opx+ob3`i)A(i`M<r#X3aO&RNJ%n9DUH&rW2~ll6s!&=1J~sgW@k%ta%50_H5zt`
zh|J@MA^VrdkKk~_Df9(o$^v>+xJn~wX>HoHWz&*nO=hbtATaF3DKq9T2xD^umb8ql
zoKlM|6B=(EUlbcB6pB?TVs%`+h?gLi$n;u+!#r;ERq1UqjYY1t;!>hCiWGX3P^L`~
zDR8MpXmom(#_H6jxe*wWmYEN$gWTds)`A8NBC{3gWZ>0Ag<Paj%8gpR&17*}t*$hK
z&6KKDq$s6gty-I&p0#jMWlLMby3HQ$-MP2z)q|_{y}se_v0W$MYumnCpOwdxDH7Fc
zB$zF1TH3N<-OA0ImT%nHuzGdNmMy#9d~@I1Z*Mtxu)4K1NvGq<<yn<gjh$T`+qyfq
zZEsq$wr%s4J;#n8JoV1@gNGa1I^-5BjmrzAM-f>uAYOq?$x29!h>G?Li<lh{glW$6
zLLvgljL6tTfzl+ix|Q}Up*Ag&n;b~PY&<T;lFyH1g)rmTB4r9r3Y@uWSDwh6&XwyU
z6GY*$0s=RY#7|+Q$hk^GvdMwM*kvTMtvhh!_?h#^&YW9&;0;4Td5qG)Q6q}ZA#vua
za!N6}!dy}fhl4J!JYH*Kh&6PPh9S~2C3?2h$dOwFdZ*G=tk14QQ=7t3l%&hxDePRC
zEh<_6PjK(gkF9^}8qYCzbO;$=Z~|kT8J6KDe>r<RX@h4_KOy1C&P;^QB8PqW_Jw<Y
zJIP@JcPBQWQa*b0@E7~qe(|Y}_mO$H_mrov>Jg6J*9S)jp>_@pU|0rPqVAnX5LP{K
z*E9F_w#ViB1TNnTEAHPs<!M%$m~{M4c^<$#XwSzH50jUGzBtx-=Mh{R^h|Jo8x{vm
za4-CpxCT%47ykrY`9G8D05x==e*mu=DEEQqI17u&6VEIt&+~Zz3kXzSn0VhB?|Or*
z_qXQ3O}qu(4FE7K5Iy7E3&|I%AeO>0Qv(Ry=Lr_}=&(0#4?r3I@cM&emmj=-VfdYI
zPWPT&cmLdyCs*4buzOE5Jht9TD@M<+8oIRm){QR#v3D?G1Yx$wHn{%)As)8}ZeJU?
z24e&K;S-t9a5zBk?H%g9F?<8(PD4ZRMGW7)<C#Ycp%vIUnN%llU(Cq7zGP`%XBP?^
z_~#ElHJYIPp10XAW@h&k7GJ5Xx>{X>0^dT~_1@;Z!_iYxe6_Kmue0;!+I4*$tMCXt
zMa4g--wEy=-vKaN5K8Zl&Yb&y2_gAgZ}+dcenRO5%>rB@-a@$rqhcFc?gaOOeu1o5
z;{fHt>Vq9=@`HQNr*IoI9(v^8>yO{*ee%)GC!gQ`_DuhiuLmBVAAH<1^yu2~gWiz`
zeIpP0M<0$peB3|w?dgH<F!_4lrGIhn53hjN%KKUmti0d7+vhPhjQe#xXS-f+KR)|d
z?)l|HT=TsV?Dhk9hOZBee0}ro7k&MwZ=dr-K@R*l@cqZh@4pB4vPfi45r3#?A{oVw
zh>SrIC>&2wIpMU}a5{<;2I!^5gwWU_bZ>!vq56{jh#|9r!M$^zpF8`xIdfj{@qNiZ
zWJX}LPnaT{W+qTH{z2NH5C?<d;>3V#Eo_E4CdwMeawc*e{1_dBEGLG@!UFY?5jnir
zd>%KALbg$<MFK&S$-KR?YWLEmTj~~XTi$eN>*g(8ZP{*{-DzIBa_Rc*+cvzqyLIc1
z%I5aPtz8%yu<wnxw(Q)$Ve>0nx9xpp=fQn@-azf#`P%j!2X^f~ykpPd&ASe4*mYpz
z?n9gQ9oh2Qn_CYZ-+K7O*25>a96Yi4z=_TKPi)<Ha{K<bcfIz`?nCeIKJwx2H$UEW
z^rP-W@9cT~o#StRdg|?uj~zb#=H7!RUfuiVmTmjnJ64yM7s=&L9xpd3sYoIQ^i~`6
z%QIZd-03A6xl5Q}=0&?iaf_Y0#w<gzJ~2lTlc!>rnc@JwjX9Eq&V)iUJ3~cr$cgDn
zQkI@x;*6`z7F1*lirsOLe8IhDb%a$*a#}p*-V8h2qN51;zHHh{l<+@ChW?pJoDxHw
z9!H<UkMa?)Fr@-B+QOAc+)bwHQfPV+&710w8W${J`Xn-arMwWpaF$5`y|+4FUy-eG
z8xjo?mXuFQj1B?!vWRmdgQihKX2#J1xkzdbni=N%Qi#tKg8y`SxNjUIOdQXUC9x$5
zj1)cv+zU&C$H~A8Oo$Ik6ojTEM~H+GDM{f_cfqt=wl9hoJ6{kVm=L!hhKa1Rsig4d
z$q_HIqh==yg7s>q%^Zia=wozBh6WMDXw%a~Sq+>t6VGbknY28;imO+1&H8woIU(Ja
zghErBJuM+CL!6r{%LVtkggRYJvXB(T@?}Q*izHDhO}s+Imq_FI0+zv~Y+u!~W!vV4
z#w8}RH6%1*<}6<r+Y=Hc>8`x&+)|y<AxM@*(l`-hCX>x)M)PqBNTG3{`XUY5on7q8
zDuU#jsxk?&j-R673M3pra)Ov0FJy2MxQP-C`s1<+K)eup0l+GgBM~Em#R{HG%~$J%
zMoY5Jz)el%%TncLqbGtaBi-t@LF|Q%Ladf2$zdvxNX_Q#Mb%ZU9o3!d7O&l0zoEOS
zdr#;7H@3d{&i?m5Tf6sAT2Wb&)*vyNEZJFAOP4gQS-pJyy5{xkm#kUSwr$()6DPpE
z>-Ov^Z)!@`=>#fO?joGJtp@J4ZQ9(ps<U<DrhUgx9Det`?FSFlx3<en7I1F_Gn&HT
z#!I9;aVnY3@e3nNnKSP{ro8;$pMCMq(`KW4m6e#Pb>`Xf%hir-jz~2tg!~`Vef~Jz
z2bcdj({FYdB{o%~apl>Is*E`$e3dDjBbXLUe8wm6g$1EA3Dlry9?(~4P8V9zqr?ii
zD`(yQBX57*^UnFJTaUh-R#q)AIi&79T>-r2br@}2+OoQ`eSLZBTKA%*i6$3v%y=4G
zGG<jc3sjk<nym7);>87x?M02N9HkA~%!*WNzQmHJc9qG0qrZ3Z(eT%7dzE2K1olGj
zPxuzZd+E+46gDRF@MLGEM}!<ilEb<CH(tXuD-3e=B=`1j{z;O<PjCzT2463j4I;^}
zNqoYA9z2P~Ur1XhYyf(p4I%>`<Bx{=zPxj37lIu;F5mHaVV+chi}epLF28^MwR`=i
zJx%)m6!A{n3*-Ya2T$1ZoIL>)0FOH`T0nnBHUiKW{z-)YBm3*`aIaU{Ll+VxIPblF
zeX4_(d+`^Kj*gCv{|DS1KO8@SsERl%<jD2h9Qxq;1899%*Zy1c;3mHjUh6NQ_oHiL
zfL^3M0GM%K=)DL`Ll50J`l2JTAA<0E*B+ec8G7&B7hipSVDRh;SQ?)8b^>})Pp_|f
zbfIDF+=`K&eS_COx_z?;W32JsjE*9;118ufc)mDC0s6ugK4Itu^a6mP1NRQ};#Um}
z_2V=KvlIZmc-j9x_g*e5AA0SzvD2qf*uX!3;NEfnLr-2oZ&P!BclXG#V|R|97}&Y%
z#_|=Hva-Fm0rcM5yM5%7cSlcuHumM0_rLn;?x|C^)~&y~a1qe=hsT-ZbMT(^;7tel
zc$HpY&-f1T&#xeO_bc!I0Pz;4T%5{bApix|MMNG>pkR1_hurIPfYrgf4aCJ~0e76(
zGqEv|#|xVToHo6~_io-nU)8rG53w%)-RPt5?mhnQ&cmkz_n+PxdwP59Y5#q!&VP6H
z?sxC>c~S^qZuz;|`G4j$F!|sk@a~OozaIYX#@P2GkG{YE_*+cY!PnG}^1esm|HT@I
z-oe4U{WoD48|we+*4-~|4t>>s>C3?{|B{0Kdvb3ync^)rnc}S&5{2U_YAlh8*i$Z%
z&W)hQMKIzbqGH1tUY`Toi@u?Z=ny(Hm<Gu=d~Vo+X$$5&KX>Lcvu8gy*XJew@L9p!
z`4Jid-A14o{eyH10?mX76N#t}50Qohh=S&eLj0u>L2_cSG;D!1#9t8_U?LN8Inl*&
z+*}qbhs7$0<t`G5TWz*Bx4YJ2uFr6-Yh1j1VYwzXSuRbkswwZ-uy)PPT`RZls%Yt~
zTeV@=k+%-N{n5_-M=@?--)qMYzkcfI(f3|Ia%%6sqr3OMvH#$43?SIP@5t7DN4gIl
z+j-=zSB|~A`{W0E-uh_oTc7MX`N^IWpX@pQ$-d*C9ytElq2s3ypZxOhsk4XQKX>5W
zuU|d>+5Y37y!HN9@4olNiKFklx&O$Uuk3q$)7Cw0?VV-i#R{b}o}VR1ES5^^ES9$1
z9Ax%xs;=rN&TnwrigdCHi?XXKdu>flLzcSCEGW>%R9NF%OEq29=9V&beV(||#V<;W
z$u%+aEUe;mZdnGuB0B-xn_*_8X^6=0HK_=8BNeS}HX}_d4^QIFWz%1x6Q6_L%ObxN
zLz&K@&g9bO#4~&nSqnUpFQ24Jq=0*2^fgLo=x9T0TO4&ZH*!`o8r+h}E`2<>x4y($
zQ((+8C+o#b5jQ+ODu7F!A5HRMgwKv5%#EckV3X&Q0;WUk4fTDAFn=03Xby|CK)@yo
zximoxDS<;s;zz*M0O*b91%P{#5<|rzqC`Xj_a^WH+03~xGcc&rS@fCQ7#|+TFP4p<
zvzcVV3l!pu9M)W^D8lVXD9)3ivYbgeC0&vnmLdp}2*dO$hSk8enG({B7zvkP*7MVh
z2{yC9ZcVgX1vZ2^*aU7@N@j-0?M|_#Vf~+(AP6N>X3`lxa%GIoA$4VFEjD?InCs!*
zjujg=uB)u7QYh7dL1DA!%qK^(L}FEDR&j2AxmIuI3sNJgF*yHY$0kN|62pm6w5T{W
zTFnstT)PY_1!?Iya*ZWLrsJo`fx9ej5}PMvauXw&+*pCw>c+#=<X6;W6;)c?xo|sh
zg;LBZjuFYYay4J0k5{UrQ&RYHnK{#ySyGTul;_BHp=VC6S0jv9sFDGRr4~z0&Em?H
z9c3*Yr7fLhZEI@RcX#YP(tZ5B*FO4U{cCU7ORL}(mZ#ZmdAa3{4GkUbOICL+U9$$&
zv3>iVlP7_`0O0)E+C+^8vT*LgMes8~>0Q>frlw`(^0n*sym|c4sdu*Q+h5(hLafz;
zcuCPQbZ$I9RmKygf`R7-g*-QX)_?o+bN|<W|HFTO?xpz=w0No3S-dD`VFT!wl_Z_w
z8}e_@y!?Ov*;D`a?9^$25sAo+E2?sp*BY{mV^Y<A6xJVS`u;yJO#kC7ziA<)V0L`0
zLa)y)*5wq($Z#r{v;M#vr_Nn|=lqq;M^3`u%Qx6mImOoUT37Ybf~JneYqu@k{7S=y
z9eItd7*!lCGhj}!BBR7uu*hEC;9l5Nv~*R&njN(rTU`}PH5uh__NttvuJUE>@}}Qa
z?}ZTpL1(b_;>&q5*?PCpjC}3hHPl2`viExUGqF?+r4H!wTaz5T+%+;h0vwvekbiX?
zpL|UBvH_aKz>`qAP}snsAAkf*g1L2gcxYsx=g#$$_j<NHy0{#}aK~M~YmtHl1@ivo
z&11c9-W%$f{FwjTHV%BSIp8^ukFM~L4=@9|99oC4po}GE5X;~9Ie33B$OQdF;A9+R
zfgF%nk+qAk1$3PKVu5DSkA_T!Tm1tNbv=o#`1_$M--G2CRQVWG2|*Ryi_ylXZ`^z9
z>La)jCZ{?~X5Go#z}hRfhR)m=J&r7h%TEv!aq8MbtdbwU^7zx<vGaW+FhY25-*a>D
zy=(VQUAp$=H?Q}eU32ez6I$5N$mW6G-c^r!R^B<g;`Z6iy;nZGe&gy*h`8f<&UjXU
zb393?)7~eE=Z_zG9}@r!?H3l`8<@=8e-pwz-pzl^z2jtit)cPWC!c&fGJ?AI*=L|!
zuUZQ;!$qg-YGu{!^&9RSKmMTS0ty>9SFh>G%Re{n>AkkJ@y_WF9^Ae<_SG3+^MeZ)
zK))kL-^6V$;Wm@J5SMFehd%oR=VchEjW^w+_@M{$e-ZRzXPC^rUOxlQ>2NXy_kwpP
z{|Vpzn*A2LB?8tEmNNF}3EHfN9)3UY;QRgu|6kwO_m}T}k0D|c^?CpIP&Kg!Lgf5E
zlX55iYMi%1^hWdA$?M-?<iz>mZwDScz5nFtW5~RJoyP2Gg%}-#g>3N7ZCoPU8sAA!
z4^S{-qlp+A!u31Xt_=5`AGmX_fB53iHE%qQ_nULVE%tlpz3fP;w_<SAA1@A>8tW+<
zmqd#r(LF_E@Q6_;a4#&r%)m%i5Cv8TKyP#igB8MH1W`$T#Nb)MJ}>&tes<36=jZuN
zT|k^0#`7ntLL$?Gh!(#<lYfvcJi<;UTggNtnV=(uX-J`($S_@GxG^%^6d7)bB-qFV
z2Pq;WlAK4U=S4+j<C4iL<@596<IPbFQ%rQWLTXDD#*jmqlyHqkmQ|Qv*07|YafPL1
zk-Ms)d0lr`_ul5t&CMMfS8v$0ar5r=8(&$yrn|L$!;02*E$thc+Sb)A@2pwTS=YX9
z$?DBb8@8|5{OZbWd)olIKt;d0_qTT+XzxC_s{2q^_u)0&N7ipYx_-y8wY!e5e&s~l
z&NrJjy|!Y*-ql<8uidnJRmaA*ruNpwOIs=yHRTso+tYJX;pR;)5K9(YESsyU_Ag(4
zuyy63Rjr4++V*uU-?prJS4-{5?W^9}(Z0K*s-rTk)DpiaU9h7i=g8)T`&JikUzxqG
z(biI_sm@6*N$2LLvGdZR3mlw0JKJTXVo0$;5oT0|+YA(&fvQ&$WGMlOadWt==^Vy1
z4t;uD)T}th>{#loSnBLJ+B_sPfO{1QBux_4DDiZ+*;Q<K8@$}hA<y75e5CPVHWjDD
zC0kaR-cW{B{A6`9Jt;bbOZ7u`8Mqh4Ci!t9{aF#d;NEb*m&5(0hWfr7JP)cbMp^`L
z>0vR{U`|vZKQ<&jE|3%B8^iYD#?DXR2Z>XNsbUhm4d7ll87L&=HoQnBzr@D#jPZ$&
z_2aVVF(^}`C{yuIMJg%Vl~hrpURb6r%#j$>3_vfBGcSSbr;w2JDwaXRF~Eiay;sFG
zXyS|-2)~{@2bdfz<~XZ`hf9NjgPewBA%Pt;pAhjfl|C2T>vSvg3$4x!olq33)=HMI
zSkm6n>dtV-#l_E_<2!x&JPI{hD%0iWl@}H*M3{q6q~dUsVRi7PI&gU@Fgz3#FIv&M
zX8opJt*bU<7nFNkzD7G#U!X5E-gu!5mr)!+QmVS3yk^PDE`<74FKx*zs?b<n38|{+
zBr!{v$`VQ0sdBbBH7Y47S*^~gEMK^^p`@lNs|XPg7Ntq2FzI3Ll^Aqdmpi|%p=^0u
zPJI&wnPt{Bm$a^3vFo+1$KKul;c3XEwvx&eqgClhx94Lb#^Rcm6^q;28ag|du36i;
zW5=EoCwIQ_Mnh+pqo_Duu1HWQGs?;rHZQMP(Xyy{d09haL;I>-uOETryJq{&lG-|f
zR6%4$lcQsp@d=4CWkRYflFgYP7BO|6AN1b;`w##5$0^f8>1?symS4T3q<)1lt0+dK
zoDoR;!^?C3IBnj)zdYx^0+B-_)y~|!nx&57g>ri)Qz-W#NB#SBpa1uzSyL8-1w_TN
zQ`MTRg7OusikG#fSe>BXO^1&`?>+X#xmB;eCP~kRzgL`|qc5m16jeE^msWLbY}~l3
zapTVXC2a|YbPQ`tv1Vzq%T0yV>6Q4fw=Zhnw0!g4y3TG}ah)_RKgE~@vA3w9v$A=^
z@5;US>i$KCgZEqd?C{weV>eLP@Ln^)y-0O{Qg_qCy}vEV!OJ`o+zXie`$uyi9#|KI
z2?Y#D0Qn0H3`uaj#<f96uXk@_%D`Cf8%TD2e7**=algN{(Ifd@@yx&->)CQ|;OyW3
zEx+ccc&g}T0{412Zai}saDs*-h;@*8LA+kq<uB&<PJVp+EpS8tmEkDxc8edp<mn?r
z!q_hsn$AAyy??fE6zJ>aNzfxG7w8LvFSys^?;Re-HNaHB>WA0H5K#7$RENp9JF$&~
z2SD$;*B+t)3VJURA-?Im^I@;YCW=e^Xkw;D&&`4Ndxt;hIeYc%O?SUp_V~(pYTWoV
zVWel={d)P;FLs^%>b=i<u6@}%eC?)(md6(YJd_UN_3$|?0uLWR0fuDlMPF#Yusxu_
zy-5534&%>4pWfg1Ie4ADH`?0ofBDtZu`$$x^XL1wb$iuXG^xR_du?&u?M<6TP8_>;
z`D+w5yxi;c^xj;%=KjTV4=!K4y=_}xYg_;J?SNju^YD>3u2fV`=H4r{wZor(Ha>Uw
z;W)fQS^r<7^iJ##AX}WmVGsA}y4ZlC>j}gAnW#H)m%qQ^HROywcnAmY*@4F&-hBG@
zjql#-{r>p%@87)k{To;RQouZnTKE_A0(!Cd^5)g=P7in@8W76>EAIoyyvUL9%pbu!
z{zDqG7kV+)2dxkY%)#Z2k!u)>gUoYG5drif4Clh|`OCvS=(g<}9=bU)eCrM@WPeF@
znCK4vJ-9c9LiN-H^hQ!Sk>k+o;ofoR^<08`J?IOo11l&pDuB!kq_Bd};O61p=+G!;
zFrBg>GHecXL0{;-sCiTTB4&rg`w=ujWJh3x-7m=IACw*%?j(_%6taUBX`_)XG@_9b
zZl;9W=_Cg#l3<Srvxf$|!ou<+DFsw|4mmQL9GOL>IVco$c$hpQOwFW87?I47`H>-h
zOgf2&-Z7I^WXoVFjB#o!Mn^e{7U`Y&#`OG*{HmP7MeeLJhpW))$hFvWERGz5JzHgQ
zE3Fxt^jv*rkvXrzTC~VkQe!V&>?o;slr*H5G`fnHxQmx&7A?yxZgQ10+e??5OPlot
z4W_(WM?tMCw<_IPU^BU_N~2YxNE1qINhyv*VRnkROr>tl$ar<hlGi)h_bzYVw{rQ>
z^__2Q=-j(%+5WDj$Gh9#dA0M@D{VVh78jYgWodD*tt<QBz=|VV7VhpW>~76oU2mx`
z6oY%SjPwix6@6_vX`a?L^tI{bp_p4?Qb!n61i2_6CBa9)os+<softbWiR+sT3jx~~
zK8IM!EG~6ULKLPCV{QdmE2LXw(a3Xf>bU4-gSj_3+CPEe1MU@Zg7hMKjwQLV%vM)o
zP1o>cd~y;yB$ndG2%AX@oxvi`i;0{cOIZ*@_Kynpp@q(+h0Y@d&I+9KLh!to=;3}b
zln@Rrn9B?X_r}F8U`EZN(`H05X2r(%CMO|)mncbzNEU=}qUSN`GoonI+00q|IR9ip
zkWdhu6dw>5GcS%kSHSaErV`x_erbVhVVR~RUurc(OH;!5vA*%KJ`jEt5{g_xlZ&I|
zVx~gERLL->n1wVmr7Q{|W@aPTXyE8{(JB=~l1kzy1hd#aq{!(ErcbJjX-N}hX6vjr
zIgcMDQzWlwS=zCx&2G1|SnTOD=1iS7hf0f)D-5}LW%&h_dV>R=UO|#fBGn<*45u=p
zRE=6^t7~Z4v~BmE14q|w+L@JK4vVkGl&;XF0dy0^DzVa#g1)Up2^!oMHZ1Shunhw&
z8dr8@6<5LNn<&#_5=5L#9jDZCm6|xYiYt|=9gf8<D_YmDt!-YCS6*arSfqNj)S!_X
zbg4#z0qXOTWtA&e<uo*BEMAt~*izZKY1RItJKp|i{|BeL_8c<hm!L~d?Q}UyN-CBv
zsc&y@?Cfk>x2|=|mW})N9eVe@SKfTHwyn*Yo0p(O{DL;CymDbv^TMX(mCKsIy-Pd0
z_8dKS@Z{TTx_1;Vs)-k;5*SQ!G>64cOp+@Fsd5TCb^(DjbN+&7rq1}cKmO^N>2snI
zQjD2}<x5&ohK$1KWckb>(w}DfJwG?#&ok%$*Jr2A38UBwD=V8jAo+?+>GY&ja4+=U
zf1f^YW;i7xE-7ARv=&t^UB9hv^(KWo*IZc9ee~^j&Rs!k+lubpi6%#6vQ*;CF%(s5
z^ULj3^_3kPp!Y7_^a{9_r%9uws6=Vm+T050z2M%G=GFCUwzqb_R@c>SDX0+|GUJsF
z%&jPH>{_&P%kRp)_{N6Vdv@|X;vZMyfVhx(uiv|d`ib6)mV5-7T_3m(nQpNE`e^@e
zNOJi5+zSlAK_5qdtm=9fZQ%;QvaeSS^Q81+QFjs&c#{?$KDhf}Y~aDbCl4=nJU(Ch
z^m_XbbH1*3V5G(U3+-dKKDam1cMqd3{(6D<H~kYwK)?^s7v<IcFme=>Hoo-yH}&eD
z{|fwRU){cs>?t@3yo%FA5<W!WiNbm-`pDk6j3%`w@I`#o`vCD}KwsqXdSAnFk2JXV
z$>`ltua4?XX_!cLICb>_><ZUz{=z&sZ>TRG@V)CG@W-HTSRIg%hR6Tr=G{+k+=t5)
zustzT<J!&MGuO|b?Kv@c4h@41PkS+?0vQhLzrEgZ|3c%<v#U;@dFRwu*G^pWQ1sV*
zcL2=z6%**|Redq31nb3k`(S~%J#Y)>O+5oWo`r)SGx5B)_oDB>C%^3Pz2I`guX}sz
zwy`s3p7i&l9-KQjeCY6v*0xL8xn3&1Qn~O(%gTX0uiQQR>F9+s!^e(#x%Wc46J(3~
zKDv7C!MXFj%bI#}^I+~Bc=go>=Py7&zFJfJSKPaJ@trSDBgey&Aw8bk3^n!VZ|MI%
z*La@Z*uBvQk8X}WIeqIfRw7;-A93<8xSf!8CpNsNoUnO7^nSbd>FNHb$RdL$1Rrnj
z2i$vZ>wR-Uyk1Kf;1(Q<u|AmL{>|Xm7l+PY83E;9y#bAPqz7N5xE>SUuaETJ92vr?
z>CpIs+PLI<2Hg{Ih<W=ue;4lkk$64mOQu5X{Xy>~Q9XJu(OZyw=|JDua9VT_nHfN0
zc_d#d%)O9&*<n%45C#UffqUn@FmKv_&UopM(`Gy~J7}suXI`i#gyIaPq%R1wEeNp%
zhuH`b4l+5NMoEvN*`g>$3IR$lxYtf4n!<z4p+V_{@Ju2RxSK<v=2GdoG)6W(Duc;#
z#jvexmXc19P{|@DHHH-GH*4CAS+f@qsXmmL=K{#j`xEC8qy32N8U8qM69WmXU_!Lt
zg2;LEiGBf*{y~)aK@{I0%DkY+c_CC^LX<z59YBi<WW)zD_yKf&0F}Rh67Nrr_b2lF
z2|WL>IKQyCdEvY{5&YTY#JQBj`BXtLO%O(nk05ghVYE=ckgz%ak@Nhy!2}JPn=O`B
z8!any^S9P6-nMx0%KW?)1v%^M7H(Kl-MX+~d3k0_WyY2j<?rravw!_!mz?32(_UL&
z_2Gfm9c}qti>+PtX)OzN3$v5*EYX<P=Fmifd-EKeY_zr+s5)7wQWT&R2g-#0!uYvJ
z?oH&*5ytyUlY$h&P<c|Qm>0-r&f|i6DYFw8z7lSzIx*5Hin1x#<J=o-lF}jhYJ_Br
zw7^v2#AttUT&P(VU6HLW%feVQ7Lpu9+=w{(0wkCP&3%RvGJ_pCKaPQk72yfd1OYoD
zflXvn0z>^?4)J{{is;W{5)xy{$?>G*1Okt{fJU80jCdh}@H~w&jmPy*Ne+`rNK!FT
zm>80j5GYIxmWm_vnkb_d>>4Q(M@Un`CCQ=Uq+q$2VA4fpIO2=*B&ZAr-=vL_ri2O;
z7KjpqQv{)jJPfUXuY)K|Ad8bJ=x!4w;gP9`GP9a_CPS=F%T_6)BoZ=A4qR?P3}-<s
zH#jjlQX-93s`(-@hei((OZZ(~E4OS}pOxk2#ByfMnlpXIY&wH2lWX0X1sRz|h*v<8
zLsE)Dsl{yJvaGyPnbM#)IhHiHckkN2@8Gf3>$}bNtVEF#v1U@FJxH}^Z8M~0pg_NR
zTSoozj;_r++ShNz01JC|fmCNsl&O<cI;F#<&B#`yyA*bZ%3;s0EML2`yZgYN=FYZ)
z$`Xy$0B5g2Di+8ji7JKG?JjR#QNLzGMQdkyYgg^sEh}GrZRa~5AN=&o10Q|fx^uVE
zl@+H@sa>v|g;kBKI@-5x>Daby&8}UW_aE4I@~u;6z6AO<tm?EE6p9T-g*C0Hc5z*6
zdtGbW;+3tnEv+4!x4!woM<+l2bn~lwOKa=-5?KU;MPYNI`H6{A1z#*Bvts<iiL>Sh
zJUeYB^xi3R{KPtIVa?Lom8(k|Rw!+m)HvZZ|L{N0@SWlt{OoN1|MI6PvqQ+)RrL*>
z8=&{57;KEBRQMeJJjee}bLP(@F>q?ik!tigMU88>)UVm3LdRc8)vIs4|6xz>(a+DW
z*!C*Sy;Ml-IVFyT^_H?4ckQy8HCvmz_cm?W4WC1d!bDD#rHpg0F0T?khqC2s8rSV?
z?LM%$a~tw|k!HqB(I;q}?#iZu`c=O#_ujePGj#FGfnRW-fqOmv-jR!_pZI$*)#Ae7
z`D=*I8oW8&e;F~k4{sfQ`s<P${yz5tdV#xG?S<VD76QaE!9a`5QgrJ8eeoke=H$g+
zkGkdUHUgZCUVL<Y$D>OvNR-9myJx=bjV_EZet4l}toP8p{xcr*{h#1oFgDh^LA;QB
zVXOthjg7%<3u(@?VEyYK8Ok0U5ztg8xYu(C9?!;y^TAsXpfE%2a1SD<JdODt^u6jq
z-?M#pfu<AOJMMFMa%bd@S3&irG<Z`T#;p!dkmw7Wg!lH7FTH$=2gKtayYdKO4siLR
z!OhFVP<?@~(3$^o-@bFVE*}}ZxamG#-YY9SfxUQnueU$AvU1>3`?(9dPoBGQ;M~~0
z3r`OBJi&dx{820RqAU;{uN2%4KcFwBiH!7J9lCO9;L>F7#WS2h-~Nw3?y3HTzBYJw
z(ToOdcJzY}z5d?Ok3PC{;>7LETaeG-X==0DE~L8<@^HPWY2@vb_rCai<meke=id9@
zd~>~_@uEB9>Y{2$z7H>7hT8!`@nr73y0~ui%QFb+h2%S~`~B|@z4$oX8N1&*`UF$M
zj$iY{FaOKNFaf%gH@wh`Q52_ce1B%}`|G3M4L^7~=FxcZW_zu?9+}tMzKV}FpcfLs
zjgjk@hA$xW248@%?1E#@44gqiFIab+cs<{uFpPnFuMYQK9z=KB=+K=J+!1SP7l$rj
z$UC6dlihc_@Au$dHi_ab*m^xhjO2`0ERn*E_)En_P~!;H*f2_T5Q!N;1o|=q$;==O
zaic|tGMFJh>b)=ePXE))m;X3@>Yrx$z2L)`6(|p-+KEw)aEdLQoE8yjB}G~zDOM`g
zN~f9WR6T`cq>$1WR5O*V3JKJN1f|ocnNd+r3e^!wNvF`#X$&WW>0)y-`3a6Vo{~<N
zP^pR-HjhM{`P_5=`G-GEnc?^1yzu{+8S;mz0sryxf<L_A_uu|B`+xj-&a+eepPS<U
zhd<5!_y3&v=jVK$ebMik7kr<cGXMGMfzQtfdS+U{Gt+}!oJ)AgmxP)!kM#WPh-YVp
zKQle_nQ5WVO$&ea<*+|KANW6>5B&Ej!GD}icxDdyMW4u*d`MG$B4*4Bn>jOJ#*{fT
zpPN4K*{P)2^JNT9jzqcG>TJs|*|?~-qqwvHld`1ZqBLWH-H@hEF-rLsWx}Guv}60$
z9o*L9kj2==%zdkC-t2B_EKuj0xn<78ij3sq^n^SsLU*H_nB9h%#a4EPg=N>%bh0p&
zI7lrCR-^=`@O_fw<_hC|B!UIXlu(U`pi0J!wjcp>UL0jsT;!|-+B`{2kTRa2O(Yw|
zv@|8lre>KHbd!Q^MfO)JRTLK_V9yuE25CgJT)Q|wU20aus#2mf;%H$Ukr*^J$mcn7
z$V?Wvml=}4CI~ph<haPxq^LwLi5xbY5ICJhUBKr=q$GG^7LpPOak2Ah)T!WJqKA8@
z^0@OwkZProY6Vp#r{GerVOWi9mxJ%L@eCS<T1Hk$NeT(*H&iAHRZEEmH8su1a#~}v
z(&OE>IIBKNBPU6Pp~>-qd=7?I1oGIypkGN6MVdkrB}L*AZU?K8pJq-l8RAq5mPknE
z#RbQ50(rc!goFrzfSi~}6AGDv1O|&m&}u}RH+SvWu_-gd!A3XT>=`p>&Y;s7sWPQA
zBiET(0Gdq{DMWIO&f>@|F3&A0)0u5{ch-vbt{t!L-+kanTh|7y$q}EFnyNG@bT*mV
zsx~?unFx+9QW+d+?)+u#Yu0YtwQ}vos>Wp|ccxgYO;#!);aYRE9YqDE><nX;%a)f_
zv1IYK{ja|I`u-Jb+6$_RRTdpTHJKw!h)qdMRLYE58P%;T(SV2SiKfllR_=IZ<LgI{
zeDT#==Ptbd+2<|Y-6<9eLzpDBnOzvXy?jYySI3gB&K4M#U)jCq_=)$v`ufQGA2xP?
zdy8ZytJ<DkTw9OahQ{{JrK?sqcdgy@>fZNGe~AM3mekZi;3YBH)EF+CpOh$(^Mn#2
zoi#s%FlRx~3)5%++rR&5n$H4#dRBFFM_uch!kQ&weOg2`Z|eMzXJ^fy<{$RL+<^b`
zAJ5MTC70AMU%6?AyR16JkQSAc>Q7}oH!t8hpMV9lXnLYJUa2?b7T0%eSlqczlbP?V
zsNVnXN1t4|apaRT&0BT~t<Gq<&Rn`EZ|TbHh7~0%x|VHywRP74NWNKh%cJFn$Yi<9
zRbVZxwUpFk);8C!-rCZ=zisEinpK;1ITburT9inO*=_0NjrsL$zbp3++_?qG;^))Z
zynY6JtAlSZ4PN|u;A?n#A@gFL4i+_BkMDmhXb%kEzB6!ftnbZ7eXl+p-uwNXJ>L)Q
zczk=$-5Vzddr$Y@ygHe+CU5`T=ir@41=|3a(3{2&-h=lQa0m$$K}<;Qg$@k0a57<f
zC#iYIW_|nM=Hr349$(-3<TBW-8EodAq~LM+UfDKw<K(^JE0gd0Tel&mjaxm(0KGt8
zj|TYTArjYn7ejxI9tiHm&;balAY1RTc+W*3?h|yAz0vc?Tiz*bFx;Y>?EPyGJeNPX
z9e&_m@F8#)VlU7aR5|&z^`<%?loc=Ci7O8=*us;I``7=0d%wOp`f)GJ$&cQ>dLMTI
z@dBH@|3Uc0NDCCW_tq^Wja?bK{=vPA8y{Y1Mp&8moC5PfV5Po$v8CtI&JQnraPY$5
zkAKT}XV4_o7mtZ&3ws0n7!ZE(s*OFoH#j!XcenS-(3L9#S6~$X@i%+^@4fM@4?p@v
z?)7%G-TU|xG^3$s4R!a_JNG{Qbm-6_k4phTzKC=f_vqrEz+?Pq<j5~^@7Ld4tE-=^
z0N)?K=C8ST@!d0D;Kb^GA@q8C(6A??ye8h?x*z`h_Bidr=K@j5qxZ*d-+Od+@F{Q(
zO6FwJ``5Pj74TYl4_)~VbJoTutbO;F#D?)t^iSSvZ?-wUCwoV(;Y)9PrqAh5`oH-2
z_L+}vfA!Jrv*Yy@{)sC;9sh2;Fm(RnVDH)6cMw2_^(k*kB)%=L4qgHD!q$$R{P*DA
zXad<=Yyue-Lm+vJ6HY?K{#B7Vp`_>_KreyeA5QltL<M4`g$I43f~n;B#LzjR^QZdH
zeZgneb8}}rJ9qXovk5Qz34<t>$Y>`m#udeJGC8&=wu#Enk}0YPqKZh;Q7I+{!^&bB
zs1!*MAUV_>8=K4L+oG6y5?K`<p(c=wv?xn7CoPs|=ESL)Y#D=<%3#KZ68v7A_VP0?
z&zKP~cL6<s#9u&&n>si0#Tnt#=aOgpQs>R5&-JCvoI^&<^`-jw;h$8$0Av#Lf(UUl
zeJRuDMfwIs2M~BcBz_Q)?;pnX4d%=XWcvljh7bio;r!XY%xQCJv*t7B266le@d2dx
z03vrmM9hM4R!}HCESMVVPY9gpPw@+tv*L47HH)q8*8H*!)%DA=^HnjNn6O|Toy4Ss
zF7TT+-{&PV!Plfu+1=fFpt~!}AkO&z**gp9sP47h-+QzzZ7J@=UB@$-j8Dcg?(Q?O
ziF*P`NC*T75;Q=N;1st4MOq3irCv$}w-`|%hIZX|XIf55X;07T>9_7$-|70V>7L1C
zGK~KAv!C~Qw8EWBXKh|M-N?hzqQ;1*er5?a+rchL6BnfkbCY>)8$HoTa_WgTE#9KW
zShct$3&~}QH7QXVNw`WFrWS^2LGKkts`=q^usV=^xiMZ`f>#33S3(YwQ$u9b5Ctnt
zCq$W*1gC+VY@w&vSav-{o)9Hwhbx5`vx<^pOUOx46lCb~)AboiN{g1mW1z_Rz&Kn0
zB_@bPj$lzDsl*UAElMo|2LhE&4kHo#nN+A_gHDPVi4e!*M1ZrG95*$NG?_~Fif0Ch
z1QDR_0`Y>t>$EXaT<r8zepZ?QmOBYrhRJ$0UL!{X^eQD#MG>i%MJYtUx4yE3kYpPz
zKT}wgBgsnTn$&n%LZpZj$!CJ0B3uxU(ktl}9b2cMY2_4yiViss>B;icL@D?m1Uw9t
z97HAsa^g`!xMQL?shA=WQDjnvM$IqCPua73<MwUq5?v-@49eSUf{*t^A`vfBD$=s^
z((_7GCWlyU&|01L)b#ZH!mPsLl&tK+(z2E7)^FdvZ|knT3zx36I8((6gVC1iNXmgu
z6PLRnBd<IyyVT^&NX-UbYgo5^S8e^;Y1P%%G`HMhlw0(=L|bxxW@=%UHQi-Pccm3&
zRm`ty*tu!*o~`ri7Uh>08WSxEDhXY{W{UZ8iy^frf9}c^^}BX79N6D*@WARlySE-c
z_Q91)pEcfm=j$(*Y}>?xj%pT#XHaR~4r@-TGe0}2ATN8yjH)He*6!T>&L^K8KJ!8K
z(iMq0`AVxp=St3-F>_Y!vYHjEm#l4AwQ1|F!^b}T_R@!6e!XVvj=a(ep-LAEZFVdk
zaBl+4-wC8BLR?@3Dli;1$tUoyua1}!7!D;bvliFQT(lw!f)_MqNHLre5<T8O%sU)2
zAt3xuuaAMihncl?Yj^I?nK4^#OQMODVI<lZ|Il$k;V3$X1A}Zy>1m~vRm)e;SiHgl
zoia1$y!9a*m%V-P>?iXZwyM)|1dbFiGgqu?n7wYx!mWE&A2_yh?~&^D+fpm$0{2o>
zCVO#3?!2WrbC;AYU$=7a(G5pVt=w~@qHY5eTR_kmTkn)7WoK3`DqXtnkK<nWNC$J;
z#g6Zui*fKkFPwr73`e3p@l#;vh459Vt^o7}edBib4M;zOvACYj%l*x7{q`gW58?cr
zd*KTL6kSLtMapmoao1CP4{!)a`C-l-#@mNF9DexrA58ZJ=PhEw9O!)9d-ZY0I}fkc
zK1BKyR(mu_K(+p>b-g$D40c%j3&QNr0b>w-A<wEGsQ1YegnnTIBqF#3j*7xO(I5c-
zgv@__BR}U}fL>@HhO97P)Jsi+YcM+(5_Ew)pDoXH+cW<FU=DCE9Dsk0d*S+!>Hr=I
z@DCrq{s7W<LCAd$ec?uKwRXZ^gn2r+0@xCsK`%T(w_Dr4YwrHG=`Q@m=9XLSw?Dso
z{b1k4!3>Anbw7GYRzP5K+jq-8xpMaC)t0@N`#oF%N*YMk&#As1n)M9jf!!C3zWopT
z?hV{+zSn%a^EQCB=T+f31?~l}a`U-!S1VtT-wX2Wy|W(<T)BGhz0+NX-hu@H`~Ze8
zKl>c?TM&B@^!*QUFXHe0{IlQkoc{b-{-sOcfCX5=J*{fLo_hC7xA61J;e7!V-FC0H
zqxa#Bdr!_bBc;0kO=)-`>cjlniQC_QeCPX1-H=iCJw#q0GA|f#{*l=5llQNOT0KJ$
zu)hzAF7WNS*6%)OzIvwV)_YBjuwVnuo@@OUegq;g_#eJ$zxiqNT}YyX5k(I<cS5sw
zM=R3LGWg#g!MzMj3@j$H2uw7=gS$TxFD@QEbm3XiI7TFv8ipo^pyEQ%lyDr<XAu<}
z7ZHOG!bJH*hD-_#7$4*}F34wWpzkO@)TEGvNTNBGmBQd<aK$-7d1ivdNoVT`BuPZH
zI6O*?B^YDlEEJj{mL!Rc(#FITs?}hWO^j!&@dQD5WI|Y^3`5YyQcSdXE0bqo^7J&e
zoJeJcqC!SbnexUI-^q~?kt{09Kw;_wLm5+ii2gyepio9&2t6Q}<{v~245o#Kv%(|U
zu+Uf`g{~!%mHxprFW=bUa8?v10fiT#aH2>wKRlWn9?iqx#Z(6HwH}2PhDNYMBjY1b
zTns^oi4{c?6Cz@`5rlXYo<)d>$Dt_^eo-;O7!@@kOKzI!NMDjyx?xsLO?H8VL`Dbr
z;i5u=LwsHz_3~>Y{^spJL8eOBym{5$?G4!uW2RoUt#<C3>gh6C6fR(RJYlL{h{;P5
zmgj1wXDM@&1ug^Gq`(>E7=s*bRAOv8LaLqSw$mK?7?TpMmqzKukp@Y$Q5<a$MeCrn
zf)yg81<9y^a%zx*8Z0LViDLbPalTSkph_5F*5F-cN{XH7Fi}+!v|JFaQxGj$n#0I;
zyClUqrfK=MoHV`DB9aN?*bEdsE}Rw@#-c?rDB(n$AB7Ymlf=oTaWraZEYXif4dKK`
zi3B*25X0q!v6%iesy8ea!w*cnQc;vjfz@eZ5SiD`bSFa|uOK^JkdX>0WDK*Os8wRr
zGL%XhrIJP}#SwC0D0r1g*pV#qM5l>VoGq>>Ru^Rp&1#&K7bapyBrqe`lu!W+WmGY3
zdahPZQ;EqC9c<RH)00$biAueSDdggrlyJD8bV@jf1&P5Fm4c;`v$QI%%`7dSo_S#3
zrfpkRTTF5cI>^_1Y@q){G8w1TDAM!t(h5rCU`x>GHFl>pH8n9SGc_+KEkAd9Rb~Cg
zhV6UzZr-tL{*vXkM7K<BHapT2Qwx&PirrbIIfYeO`IXMp{Osb&RU5Z&-g98d+V#`t
zRNFJ%YNtt;WVUBGv!-R|mgc19CcE=fi)R+rET6Y&_r?voHdHUJ&MeN-IgJS_F+;@R
z$b}jwMADWl*|6r#qlXTiId$lR_jaB<dg#N`Up8I;`p&I)FMPUabA7x{8o`L+7^JFH
zi#`K>!R^S+PM=;{R<m%$#;tFi{$S6slQU`-IWuzsdhHq6WpfuSS<?WN3-@iuL5Mc_
z@T)5~KRo}<s*PJS3#apCY9cM3#Ng05!UU-*K0y+VBL#*b+&kGP=x?u%^bU$h$tkK?
zv1V3nU1rG)h-C}I$4v|jALkq58-bY=82;zsU@s!gU$t(_fg?FHW=TwT5?>sICyn+G
zo){WQ<O=1s#KioPg4y#bm(-QiEQ0*u+^V@p&VBmnwOa??KUcGUGdO<5uC&bRg;i@d
zE!?_$<-Q{ukG)ra@Yu}yjjricG>w_Au_TqvE?KgwWbvxm>$Wx=J+<|n4*-nISFF=#
z7xS&j3AR*iW?|0U#WPoL`h&O^`82-Y(Q>yD4%<Bg-Ju%*!{4-hgH#f?HNyfoCTv4f
z8<bXD?f_zHf@r1tcU${9zj@HI|8dLar(L_h@7ndGW#d5Op01YjZ4gog30N=s55NW{
z{bA4vxDk-mqx1p^Kx`=tSivFwp<h^VtQLF@;CX=AG5B)7kIb0-<M^Y80e)0s?>-vn
zeANBfgDcA)T%7sDLuk!w9^YC%aCv^;)%Cp)X!f7$u<*>d0sX>;XVM?$U<Om|2U}}@
znSp=Ky`c17X+?s_;E{RJ1NQu7a7|!ckWUfj9vFCzdxxev9Jz)xP{1XgM6zc$1Wyd0
zFYxe<mJTGZto0{<*W(ku(b9Ii`F88=^Ig{u_gq;&aCw2J5zmw1@aV?kflKq7FK#+_
z_2S`c{d=$cr0W*Y7s-SAsp<=V9qu_yx`BR*_+=mTb@p}Mxp$`x8Q1&C9e}e<XFq(7
zdp!*ljkSwmqU~Wz3-}yB$c5GO@yCxkI{GhPfh69c9TxvY@BIxvhiCb{KS#}f;}Vb3
z3uzvZ#0x>Yu;9=JycqtCoBHXmfc58I`@P<ldjpO4pM2B#{qbA>O=);u>wcElaJuPx
zm|ufvi;jV(eUFg0F7h5i=GT50UVHY~dUzE&-(i03AKB*ZpMTo+)rYN@PB+~;ajX69
zn|EQs2Aut{<>IGz5dQ;s9=>Y3{vouzH1~rw3vLj(sk=z{49uf?Uh01Y_d-}1vaqn8
zxf)_PSXcyD+@CHs8qbWv(!();zSM9mJrY_iK<_2Sg%hv==m@XyzzIPR-s?Ly&~JQ5
z@T4%jABvA6>q+r0mLN;4E;Tx)8|>*qxq(FE1cuSQ19&0f5)@WLBxzzvQViC{il3X7
zF+VFiRV<O=V*p-B-u_hoV326laSThmz|NJJSps<sof;77Gi>a*m&W-`io&4ze1Vh8
zcSJ<-ynIMgyoi&g5++W;!-5UC#6OT05*8mG$;IL&G=`o?Qu_GCjh~2_>K*IrPl2Dp
zf(^d_YH%nMjTN!j77ou&rf7hZLqeHB!L*1db_ALejA8|#7=b8y7@Cg8GNU8og1jRz
z{%Bbo&n+^RnNk;JPv2BsyST7S12S54G?N;Oi$#z39y@B%2>&o&g-*I@>$=_BHl~@4
zX=?TMMGLnrp6iA&dN#_gBIh^-mHCFMB2!VC%xz^E<v67vQYnl86R$=RX;NVl&2h;V
zibEG;QDIFAv_*ljtD%7+HbqZP(UB8Xu?|^`U5vL1uqGZ#$BdB11qet!0xB~8CKrb3
zl^BPa0!ya^xfO5LQmh7sRnKymd8saGT9P8kE;Z|UG7*{2!E;zxphq4X$ATxA;2#?k
z06J=Xd=$7#(5Oj7qAwjr<Py*#5k`;@$>jty=)QE|Ub-Kb9R$N`3MpEx0LeGTY>0DM
zAfA^2%Vnin^s#C=N+F5VD9}13TB|^*BoSa#W>cpSQNx*}2~J~dQI@c*K%VR7!oQl&
z@aNNmxU^6<IV6D@rIk{25Rkyb3)xr+KSn2~C)=dSc9~wul7ql2BypK&9NLG73y_K^
zW`n?L5?hTTgEpZc*R^-o`YoGQ=(U3ANS{FeagpI(98R3UqRq(9OUWw`>C9}IQerS_
z9ClN3qCG7oF*B{WqO^YF`W^fCZQrwZ@rqTB<aC+ZWU!>z6LXW?#pyZa`6Y8;rRSEH
zRxQ}F=g{7_Ppsa$b>^Z4pz)gAc1Lz%MoGr>>JsQnDV<d~WA60%%jeW@S-I!vt}S~v
zLz{{-(<L`4c}gKyAr$MC#$-ofRr&he+mD?)^WnGWKe_VF2j712@zrlGcQt=~=f>Ng
zote9C84xd)OO`mb4oDQPDk+&iyJGRe>g6luuUfNe%l6%GpV+W#U;d0LTUwSYE3dF}
z_DYz_d;8>xvmc-N^h;PDU-<6gt(J4=zggL^#hqKkOpu^r$XF7M%;fSVDvm&g!p8-M
zM*D|EO_=Kc*I^_4LZh=wW-MR7WkKEAoYI+WsX8zkKWeJ~h{?X*VW`Q0;eQ!E2AUg}
zZ`iu?=*f&}6)?vaO<{UPphx)zdPSlcQl&XPJ8x$7j73W;7O%*kJ<ph)on1Nm@Q0rO
z_a6M<Bj8?TN+#cum;&Q$5V5lH&APpZH=j7O_RtBCe{IDxC`uz$ZE}@X0rXB^Ru6&3
z>yNy%>G<j8yAPEvtJh~2CD>CWiRq@i>0pznUbpoR;@-hAjXRCqH{nxyDDHZ;0eZpw
zaIyV6NScDMGFWhU4s2-<xC%{eP3=wKaOm!8x!-xMul<upclJGL+xmU?9tiJ!*toU#
z*1^u^Z+-=O;nN=!s%PBmQF;M-AxaCN7rvo}axa_(^aanuC(Q#_JNmnO5oL7{eSf0d
z0{X)0@9pmIywHEGVc=2?;4Ttq1~yda&%HFO|MIflmiK$QZvD;<3$XkRV)lKw8vwfS
zr8yYuiWJuZ1AB@s24i)B?11lHKsEmn?u8u(5Ka+#?C%E)!84$RjptGwKDpHcwQJ83
z$(~&k&=*8tKwMbQ?VrF|xUi+=X4~!05$L_R0(m@dE=45tA2S>VE-ko!Wn;_rcP`w#
zdHQA_l*A2v)_z6x{Sn&lgN+i<x3?e4=8!Oo=g_z5?AhnI7m~^#v;k6i`>$L9&;^4o
zco<;8T-)QWu7PXU+TPp&BX3vI(tnHI`&;JP{<GZcQF;M-VcZPV_>(suL7^}l#dro<
z|JDZB-S6G&f!F;*$mYG&{q$Vx_lK|lH>KhE&yZ({4L9!t@qXX)5X#pc_9O3}pCmR6
zeF{8EFF-Hox1i!82gTYy{{l)V+Ae&2=i=$6+lQ~;+k5pPEZBgvAK&>7^j^f`+kWBv
zoommy*P}2Xb<^FQT@W}vxQq8ka4!t64Oy`qd@Kh?<RUAE_p`+TO&GX00>g;JF`@`e
z6p?|7rA5b*5bi~VgXLfxVsZfP4V)Yv?T4X8kYuqOD^rxjmFB6;^W3=$G9j)g$t_YS
z31kVHpr<fw@jNKXGSXQR9Kp`zFE5$CdPZfg&Zvd{fM_fuB!U(c!HvRcsB9Zg>Jq9f
zT&a}EB>P8t4I4N1rSZVMIIKV-ONE8OiGXs)j7PmODje2`Q4yoYMtS%)AczLsi;t1g
znMNW>F~utet}uFR)Y$RpaTAa=b^?0hWV~Mh1z4BMw~M7IY_63+l==BnCQl~#`jdTw
zs8a(;Q-Vp}VR1nblqfVKDk3g$Y6RLBEh8nQ2~DL2cWqYbmN`q76;<e%JSqyqVNheq
z_=!FfMo$_U81ARi%eQV_zh~=4w?Xe#D0eJcv}^f-e4E@Rjmxs}N;6e+rdekdnevi_
zE<ITzijr|dWV{eXLZ}j`RUYj!ky5M_moXNc4`wCCqQoNHtBXxFQr$*cs-Bvnp(Lru
zE?KNih}W~DWt6}Kk`IsU&8PbaIRQ#Zl+8$Xm}z=dj8;J~YRG0S-K=Gpbu62aYd7+(
z2EJY$FA<RVY&<N0URX?8R1D4^kM$+Tfr&RTI%;BM#CRNbDw!O};Y0}qXps<=z=s?&
ze+JE$#qj5`gF)|A%CTxCUaKO2+rg-dH5*7~eXLPK0DA)rtVsl+uwhW+3@WTf7A;K(
z;W50agt0ujcanutlqo97kz^#Yz`)F=c(W<~9BMF+7AEGPwKB3!PL=ZU5*|(?C0lhI
zw^NpEmuO@(seq`EkQ2b4jP@oG0`(e>J6W5Ns!w(*bt+DFhGp;Wb=$VoX;j>Zu&F@-
z<55w*d_L7=)u-iVCuZde)OwagCea%-cAGKD1-%l^^pwK#X{$G^+p&M|n|t=wE?;SL
zrHW))mCkOoq}g4$DQP8{c@^0OGt+X)%4RRxzVGn<WACiqvSr5nxsI$<ZKBDV;Ycq|
zFPk%c_QHypHD%ScGndpa+PJgft#=P?Kd`-cW{KW~h`k({K%`TsY;dbd`ITiWw`|yZ
z^6ldvpFQ=($0t8Ock28n=PqA(_p6V$9Nky8crM?hAWJ!#G+SB)B!gAYS-ouGx;2Z}
zH`K0e0KIqPo&(DpHm4O%GpD4d<`<XGTex=H&Vwi4d+(DkKK$~VGoPOS;PbCO`TEk^
zr$1a&w<a+&m(CLb_u|P68e1TeYk49Cnm`8V^$rLdJIM#Q*FPMUJH4`Q!?xP`4f!)>
zb7h)96k+6K-{BLzy+Wfw@BPd0(U5DnYRk?&$4;ddPKUhW(3rT%p;2S}g8k40u3Dd%
zS6sGWNp)TQjM`;6GpkJ*IeArcfO|i_a(&OK_p4Vos8X^7w&c``LGIn~=E^;Xx1M}|
z?ZM*^U#!n6B1$xIa-ALO7Z<LWzI63m;NG`RZajKw$@YD4iOQYJGbhTDGOYz=`SX{~
zUBB%I?gd8y5=YQA^ppAbY=hW~1o8~Y*cnQ{@ag?^``1_6FE_O{J|m@P8-OTC<W&2u
zo;#ln+&S^M9f<c$5PKiD@9l5gclXvi?Jbv|UHQ2U_}GUJe+Vx_ECP=ncir#vD7`RX
zwg2kl-B%#h_Tio@k9J-DiRuf7>`&Z$^hN8#jzQLYAy2}ifzWT~<-S{c2d=JsbbaZM
z9Tuw|U8;hJv%aQdJssac?C$S*+&sTKh`#s0*Z}kkd<y^!c3+PI4Cwpx>652VA^H;{
z0A4^f{}Jx><bxqcXZ!k|<6e(i>q&Khgf#F5gOlOeG~9Df$1j`(6o#Ffue+}w>AA8F
zf!?cge}LYWb&qeYfNH$ni%a3BEw?XRZEF7F_I;?yIB@0hbNej6qWb=*R|B~}fRQ&i
z3+Oxa&H(pb`KiwV;u;{d0iqiKbb)g3eeeO;cVWQ>oP{*Au4BiVSFVH{vtQ!ge>KPK
zKgGR6m0p-<^w@Y{SMK+5FYJHagUQMsNN?^PxYPUi>fNWG-1#03;{UgQ&9e*U+4%y?
z$BA1{&on;$vhC?$Vgsb|B8d&~wuOUD@J9ZnPXoy21y3)`qape&GQajU92)zs^SiIx
zFMo39>Z!)&gV*}t^J?GKfulFN&NkopyzSdB5F^A_U$lMqY3r?XP4~WNfk1D_q`m_g
z>EI~qy4&8>?NNN&{t)gZ#IZdKN$Z7$pf49sgvEpP6Z9nl_kz!X5rJhz6XMaa@fZ>l
zP5P00(P2}=e8>8Gjq>#!7Zl<Z6%$5Eh~?S@+BBKTE!GwpTy-TgH&iXCn>Mp1v!KM1
zIL(&0Ft=z?esM*T+bvTHu>=E)vvS7F&GQ$PC%IGPYP&#Ui03OQEH#Z|<;z?WO_Ee^
z;VUGuEJ_eMaFo~N;a+}|fqN4astlDT6EGFr3$MQs^0$|LUV6pvl~)5^9Ue4dR5)O*
zw=XFyk_}g2vCXk@%88S4@Y7+h1rB>X@YUCYV7)dxc+{B4sXjy$3`L0&2NQXdV@axs
z6Y;OV9y)p~YRp8;$cd<tQ_vIq3E(J>j0Wzd1bIba{c%dNI7?!$FlR2wp0RcI(j|H2
zia3Y?3!@QZ(AcPv<43$c>Q%oWZ<SWIecOh8+cvv(I=4)*tG0I6lA3f4U&D@e8yM5l
zWV4G*GxK%XPOe=|R0|?xoFF+bSdkE-5QG5tCR@qrE=G!t>NLax_v)q5dhj_&Q5HGQ
zrhpN)7`vS4kjL7kM2irwV@FGXd!fXQ>YKoX2#7$XI0{S-PB?BX$IC?+l?1PqlME`F
zQNu8*nMO^#Nz2tJm<b$wJOc%KFPn*BLP>FKC@84t=&3l24;JGU896aBasmcD1>6n{
zMi>vW(L@-bAd1a`{9b=J74pL&#zC)%HE2mN(WX<!KtiupiBrolN(rPigz@781e`!H
z_ZrlAlZIdfudfWH5QK?10cvq%Mq+$%mbf58m|~;J6M%bt;=#8}3l?)wYB3lym{xtf
zUP(1;nQoUfH(gthX-IWSWr7$EBTB%*^4VxQIaJ6eWVm%@(^5)HQnE8ldJQ)#!+hw#
z#$7w=H7ZV6$fQ93vC)y<TyC7ss7lUAv!`VwsB|2eLS?m@Q<5F&ZV-DDGu(w`B`epj
z*}iAjmK{55YM1EEb~aBUl<E{}yUv&bTx)ZJ(KpYYlv`L@z2VJ$Zyr3nXmx!~*)+LD
z$59HTCb`vZEtru9N^j|`;);1?^Ow(CzkTh|(?@q4+L>FLFEc1vA}&kJlbf{0WT!nN
zHNCi?bYAt`x}~-2>z8d>zijjR727th-nnJj)`qIO+VmMkLaUZ*kehRovt~^zUs^L~
z_40YESJtempI2AEaP>Ms-?__HCT8aw5>u0N3yWq}FIc%|{hPaYA31*D_`ACg9|Nlc
ztTmh8EUTVxOUYm*NWkYn=L-2!l~QjN$~3^eK7rwryaPv$oAS3|BLX7OS;ghc)@=sv
zEt)x3s4+zl$m4v2M@{hq?wuGA_UG3}N5)d?x9!?}?A^rNqFAmlgb+7195o?0JeWXA
z(3w(-N@p#Dc;SZfMN6|QX4!KK!R-J(hY!BJyy>mC%a_#Y)ALlRIXQD`XF;C!=3T4y
z9@%!{eK^goUL<j*p*a$QKw-=&$(>VMyr^!@+AZr3ooG1x&U}cKo3%h-OQEaH5?4BK
zZ|>a1@KX=>_TFtofbI7saSi>12WxK2-6jZ}yztX5HV^%Rz5%mr;OPZ{cPNcK+XnRQ
zY`xUec=SQjjwc<6!vWCuVcXvOO{Y4Wer=)+@W!K6g5KNn;PKVY0guuP(7W&Ig9F$4
zj@-Ea*7Y7h-=X^9;9<%q?>9bf?SU^W2<3l)j`{<UcHiu6In#d=f*oo-$K{_k)g#?)
zmlyTj-VdPO)7?1qarn2l5ynQ=J-9P43j+(W83P6n^ue4Rpf8NRL96M{zgT}i_kvLt
z2K+$pMdYfU-p-Dn=)E4b)|2Xhlw#a^aK5PrtPanfyMMZYKyS;nu3PW-T&hQ)_r{>o
z+uHE7W!;n8%N|~<?Yp%2-sR05w?AoZxz*I#dbPO|(D%I?1Ax9mpS53Cec@#Q(C(3}
z!LtGXsG)c4=iCc%4G`J@(G3vb0ExShR0d84Sg_#<;DyWE_w0pA;$Pz4f4#S&3Tos2
z?N`XNUmU9RdUEOjdLgUi_xK#(g$FM-FsAlAcm&Y<ZO7ven;%0Y7eMcGdmlrek^ep0
z@Y(~1Gh`Hh)H=k<``|G$SNRhw?=NyMWSfK7d%5!>q>#Zx8%#7b-))30wricOAGfre
zxYcp++Q5Np18?6%Ob(yjxpblZo3A^*Ip22aT+6Kwn%X{Y>N($f?`lW$jjn4j=?0&)
zfWDn~+dDepBe4CC;NEyV>Dgi<*=4}JL|8A>d)a6LBLV|@Z#*i7gCRkW8w(RhkB&ur
z4uR-!FNk;jfqTQeQKTrUger2$Ea@tnOQ6oxI#!m>**bs4+NuRhODbn)<S#6kzGKPC
z-78kt&8RB0I)wOG4I_SK<?L-sR#au?W*co;daGM)bV<}si6&KL&d@nB4KA0=D2d~c
z0?`4ZyeAF!_MRAt!SGd@EUf`D&s1Pw81`DgpZ+oh(D&tG{;$01{~Dn0=<vx?@!^pi
z5?RUN+2Saw@slucg}=Q7%NsWS4(k=);UhvOdlArBfmoWX)#u9OX{0#y=rO3j{?+f*
z*TP;K5%Kbf&|zaE#(3d;gX5x5@u(<zh&LJ^K-AI{x$>kcOYZWVncJ&ZEX|!ECo*vU
zArw458Wr)znAcw$F)Se1M{7{--m&Ga9oy6O`gECU|B|J^y-pD|A;#At!DrhzrRnl%
zY0@+^-KN9?(;{PQ;s}j6Tqy|A$s&_1alpN92R+e5GAht8+9u-$0~;&2Au3+Dh99X*
zKpBNtlMrX%V^pk2VVplV)|*EG?)4XPg49xUqLt~gFco5qfE^}aM@SPeIt9h3W@r^O
zjhwDivJ?_3hY9Ey!J<VokZ`)t7+e4*+8Y%$6%{=djhc!<PsL!o0DuX2pEyzglM$N0
zkAkiWfL_phIV><aL;>_#O>~=?ZZT2~nplkjuashBq9`#xOuz}^GX41M0J%64@*E5*
zyitWWC~<l)Maa=M9WgtFTaY2jPT?h)DQa<)h#f3og-E#3T3M`B%W#=Fi58yS$WC>N
zN(*hX%2O()xiV4|Vjh+r7Zgv29%PJM66dmuE6dXs%`dK*Q!u?a$!--F<T;KW-m-hw
z8nucY8Zt2`a2z_?*TcO@8E%_9ov+lyOJoqjU~oAtDM_}}WP55--n7EHb*s1U2JYQa
zvuLr-XpQHJg%T}@vl@L8ps&uDYOthPoLRuVn|AEqdFbe(Rjae66^V38hKMcDh>S_b
zys{jC-oo<S;);T*1vBe6uReM9<i5A}=am(RwQ?$-MHg@s7K1r8$(okp$VyKs$W5PC
zlv!GmT|PahqAYi2d0y3w?8;JiX`wYYP3APooJLEo+dZSOU|!|41#?U0%_*5PciNnq
zvUv-uYL}MGnrlhTP}^Kqcc#0bq@ZF}<^0+OE9z@kubaPo_1q;ZW-VMgt!l12uUKn!
zG5F#*CYO~U70NXVorNz}MxbK=dPh(2dUeFOzr6BBKsY+1aC+_PhIz~Db4zFP6}m7S
zX{=Ash)F&Z{6j~31^nr?QK0v(*tl)mp||asd4za=AeIPv@5JDUkeE2W#+Xt#eNJ8d
zg0&k;<}FMwt4uDQUb(dH_@`e2_paM}sC@B?q>_r1(pgn2H!OQ||7vItKm6|Q_dZ^;
z|82lp;NDn~ilH(mO|L3jT0d*`#--c$Z9n<J*5hXuY}}DCvxaX@WT?%Wv^@8WIi-tN
zFW$Px!@d0-pZ9fM=<T|ORPO$6lPY{8|9Vp!46nfm8>H@ltrtuVLxBX@hC(iIy)}Q{
z*SPmlGve%h+P&vV+qQw0{oT!<0x}Jnd!PR$&w0QbPox#-z1{tfFSI>8b?d?5>-`6>
z^&Gj;b?jE#$=i31-RuMge(pOOzRgeFe$sOPpKx!_-R9o*3w@1;2QDv!!7ETH!R-Lu
z3Q*<NcXMZN>xaGFw|~x}&k*HzZon-A1_Sy6^}<3B{fDN5e|)|EoO_R6d-PRP&-K=B
z2ow8xW!qq^Zu?L-0@Suavc=$l7}A6GoZjnsoIR-yV6p{w^w1>U7e6cixO7nIZNAib
z>+HR2yFny}T?V8F<jzKLI6yAkgX;@=FV}Wo-rRouL|gME&+j2~a82Fk2KzFed)DCW
zGXSbURln62WM_|;*z<bw&^w^J$E6GkHeB+|?eGHb%`a$O-_UvRP{;oLL%Y?WWDU-C
z9(t?$op;-I?7UW7;^E$FMa6B~-|Tw(?e^_&{+^!V-}91yqy@0A!*COf_J7_y027)p
zwh7@Rp!5Rt{u^^`KkjPXM-I>TKj`d#+|>K@yRN5DtqadJJk&pb{QtLIGPsY75bwLU
zpMHAh>GgY1TK9C|k!J=Kj*z^-%KO5n*rWFXwchHw(cFEz1IBpo!~3qgrMvsWoz8R3
z-Dht1zu(yNNlWWjZ8tA<T)onH<x<DBFYnww)!1?J*1fZhJ)gI9e$$TFBp?S8v|<SU
zMM^HZAlszlkKkS=4$4`P#ljH>S4=!MhK(h_LM*-*{E!6$T{v1e8WwOb`x*D5NHEui
z3&uuxM}W`43w#daf<nEcfqR7%p;@T63w0_=0t^l<D5zL7Yf)|S%&PQ)B716ePSL*l
z4ac_Z*t}?2MOv1GL{&4`%PVGYUc9_AGcVih%(1v~%&u&cE7y`#=uDrMoKv1&m~Bpx
zka<|2h{>-`9R2cyDdR%XXfBAodSf1yuJI3~y!v|JpZ_)$PG27p0;kBv8^IGNW1~=9
zDqSlOxo8aCgvl5n-oO6c>#r|)1N6T1im!)zr$B=)PAHM3z^%y?X`uIx92xzm|LgnG
z%ONkl8v2)EfiH~=9Wxb>mWsx5v8ebkUpz55&dAghs@&DK!n)kqyC7Stph`uGCkBQ?
z0W=m9J$l^8k)wx)M+Dn!hPU?bKCyRqj?tW>&>pQ@wRg#UJp&sX_=cG5YY}7I25P#Q
z;ZhUrD!fZebm?PV2BKAi)ri9&!OUTZNwrhl4w}nM(#fJE+&~`9iyb$a6E}rR_DZ1m
ziRnR#_;3|FQW+m1p@nb=-c0-ycAPi3WF<WC_YzW_+(c`<h!;tZ^QA$#8$DDjCz~`Z
zjf|=gQ<M^_m><iaL;~*8;vy)qp?HiRKrgaT$iid&;z%LnxR4lvKMw1S#d;BAd>Hf~
zCL@qc@`44W6;ct(VxT2CxhXCP8RJ+CRGo^blwhQSNFg^ATG*hI0!~5rl?x*kq9~wo
zgA#Ai5*>!P6e~R|iJP6wOLMRi%@iwmB$NaL%-?~3!^(9#1*wjN6bC=q&d<wG&7YmI
zY+>R2*_nA6S}_kpj`5?#1xW;iv=n7kMS9)x8SCojtXy6>uR1R`%RI9p^Z47_ckNuI
zR>g;hP7Dp1fX4<11T>RX>&^x{LIzi^qVWY>xm=`COLbbMNw2e-G7EC*)~?>Mch8%9
z_S7z0Znn7+L<*J0YA~gkt?4FfI-oCbuQNHneAc4fhmOB>^1YQCHWpTvD?#s7B*;v1
zTbiwKM*j4w;;f>y%)<0(GmBTOUvc`AGjE?hK5bT+%%G-lnG|lk%%nFYx%4ilKG9`N
zNiw7)X%Zc3r(NxGs9__~p-FP+QWJIVL`{lAlj<~NCYf_mZTT6t+)QJd+vHBOW#mAi
zvb(SZ#9n}2sllu;+hIdvPc*nvtf?7}v@E+j%bJp5bfxO-iE4{Oq|%e)`5wKOBb38j
z8<oZP3yuV(ci0<a|N6=s|L3p6d_$tr@~71-uP>ih>&nb0bA;Yu(O`0TdDMj0#!Y!;
z%%uPO>d0^cxu$MS{r26a)Jz<M;~j|^8xS%sAT$s@Pvja$PT{O&E9b3Rn^QR(pcl}$
zW=+GHuP=Ud`8sg#thzO2wRN*sZ(M)y_^wmucAxra|NEaE{q&oyZ=WunzucHvByqS+
zS;aH!8dmQ<+;HgRu6NI!_~PQBb6+lhbAN92BC*{qup|LCS3s-XmOWdJzUSfI$1OV_
zwjAhdeXpnOd~dhMr24x&51vFyNL+uhzqjoRK;LiMzJ*yfaP~fjz5u-)jpy$+z4xGX
z?~{%<zwh3QID4D6_uf9#*?i$wCfWd#0MY<;;6US(Cr`TjpPaw*==AO0cW<}7+j#5!
z<|}7gE}v<>e&SZ^{;NOa19-l*;kyhRdWhZ&X$o*`|CjaNo_lS*UDx}X--V{OhZifJ
zLXdCsT1eb_cy)3A&Fy`yXZr5lhF||f(HDeYpn8ye;czNa`t(!u{W<pz&h9-pdu!l@
zeQl5@2I&ezr_Vqy>blzv2e@B2*XChSPpSi$NFn?8CrP~jK-?E>d6Zs&-usuqBfap^
z^;(Zt1hMtDta*5A+5O9NIxekfx_;_*<K>o?A3QL>&b=Ph7j#ajV}{rYz<3y`1N21>
z8FY5SP7wSn;NkMLxjj>Tf6l#E(leo+xM}G!Xqo_-7b3_!eCx>~Yn;EJc}3mr`3tUO
zW_d1$Y+gtzYpkt>QxJhKr=)r=zm$@4t)%$oyt&P*RzVanOvAwq0wjByjy>1$oc?~F
z13)j-l)y;lh1UKrTl#@@ueSF<SRdGW;briz=9qc*syrdmAoDi$Jo&a03FCs}_z+tM
z&<hXs|2E3~`M=kb*zoBcC|`Tp+5fcX;nV(y$g2z9m4g{&zxBQEDXIY61>qOmxo{Tz
zIItrFjghV0osC@(&wH=2^B(lFwRX3)-@Vh)-FCI3<MWogZ{O%Ybgdsj-{zLj?_50J
z{^bwj5*^=yfDDmnFyr<|a4!QJ^TYB)I$)rc0Tw<USvWR&=z=^4EHxZO4M#J<=KyiO
zm^dcry@T9~2k!NO8rwjxF@6x{5HvLs7fNEsaMT>7mMu@fGj(iPb#B=T2y)6QfkL%p
zm1%lP*8X*y-`jg=PkqCjf)W{xrDAfIR?KQxxU?)S+pV*tXiTu&I$OHIk!ecIccho6
z7iC-Bf>?Icl+X#Uj34#Vgel|0Fc_X%n`toR(V04!L3@38(BEJ39yvN}%(%$mBZ58X
zJ7FRkjY)`Sn`H7-R=jc26f9ilZ!dZM{blc$hxxuT%<pAH?+u>nMZn^Oa2*41uN+c@
zl?eC#34R*(@@rv#85Z=?h_G?qF+t%>JYGP+aKn8Gu|Z@LQ(L4=tF{!><;>nQuYPsW
zY#o^!7aYloArUaBapOjf9Wx?2GSq1^9p1a^_|Bc#T79-u_4bOD`xe*eXeffuFb;OS
zf)QvIMccu&Aj7ycgiJd<H;J8{#7eQm!4SVn6k=3HI}8MHJ2*|T8fk=x4aV20EYhTS
z(qs;BFV#=X2$r)Wl$<Dee1wP=5>N1=<0dhQQ#n*$5jRw)Af!0BPBSYZJ}eGDH3mJ2
zP6|+oWA#dgOb{#N;DuZQmj%Kp5N{Z8FXC`O`C_8H@fd$_Z{sk2#27$a6a=)9VuP_5
zpXjJb=;(>W81Go37Y;L?fSW)E_D+bl80Y}K?j&Kdi*JQe2{lP6#X$pwh!-y8gaZA-
zg330yOF|CRaD=Hu(SW`VNLsVfQ|-)D8#Bp5OES}vt&C&~GttaUwz4ylgz1Swr#T*)
zi_JQ!J5g9&kyJY`dv--~W~w}a9YrE|)8Yc<lGwa#L(QC=x@G0{D`(a%n^7|-zo@`b
zRgtlK=gRuk)e<o|EObI-#AH%zh*Zk5*!3xyZc}0sg)4xg7MM6PjzS^OD3o|6R}Ar5
zu0_k1Y~AtZ)*U+*Em`K_UMO_a=@X4+x51RE(z-zMO-wDEIcM>nL&p!DIJJEJ`uy_g
z;9KCx`ErxOo@UE0%PXEy;Lb@-%}xdv>asP<-~a6F$+M@*=gd@^bQBJY%!!wq42DEt
zRJ+P%Q`_wdn^kNy2=zLlK@TfIuN9i~GP@aKdv$3^`t&4?+o?*iE0b(;hgD=UiVY^Y
z#SVeJ8b=bauFPna=*?1t1(rx_6sq+Cr4Ay?BwC|bV@yzJ1xl?{XA&s1gWSsop95DU
z2a`iQUjlP&0in@gb(rECJi#j<h8kZ~F?-Rf_0y{t*wS(+JaI6F=o5~f8WIIQ2UxJd
z6e$+0T3@&6O|v^2d=9~Ql1~&i026~{azqgNR$K<qJ8#uG_q1{_Ib_b5S-WA&+3&7=
za`ooAy$5I2t)01i&4PyQfUNsYe*)aQ=hVjsKKQ)h!102)ORTxm0eUkl<}Kg0Z^wxb
z_PqD;;dAHTyKogwmu=gZJ8O~LnXX98ES$F#+Qu6Wp4flpQxEq(ZEbkcy7fWJf&M$E
z`at{bx`fd0-PWFaoi7wC{^^CDX$#16fKg>|^TNo+P=Bvy8!~&LSzxe_cxciT)Eivx
zzJ0p4@!+HOz2A55g7vt4cmM6ZzwYb>&H-TS?!Mdq;Nin3PX`{ux6+eKosT|mz5i)z
z(<gT>eb$C#U_u-aFfho!LoL2=$Py0OpKE&5inJfRV6N>S|6Z_y+->P?J=_1?f(PH0
zJ!!0iAYX{{eRyrjz|AfFt?v%pZ-iSI{1W`F-+=$P@!!@@0bj2$@AgB`84~o1%;F6S
zzsO%4%Du?Z*vn60DD32ohwt5d@WOTOcHdy6*gsMi;F0VAV(hsOUJ-ysFbq7CNuRN-
zC)MHoTLZwofYTr&Kl{<IY_zrB>}WcF_r~G=ON+o1{p8lN?_1V^*o!zEZY}M-wz%bT
z-IdFGFWk8F)$Q(!O-Rfd^uZxMhsOJ-Z}dOsa~R4bo@Wr^f}tY=v}jME8?Y}pdp(jb
z*rDM7Gz>ff48!Z>1$hohDPVN~f&~ZfP)7CSJivwUBe(*Xcz@tqR}#cKK+gr74!!;l
zKmCPU`y;p)dIm4H^+8M@;4XL`!0!96zM|mz9_U40xBdNh`yVykfAUoaQoG=ZEc-9<
z!Xp5+%OLZ<*ZA~{c93}=cRzrkQ<y&Oy+3gGZcisnG{A@6zx2otg6{Lbf}|zG(|E57
z02rQ4kbq$_7xr#Iy@#Pi@NYx(A`B^jU+dk*=8syx^?a88h`w-O<Q8N^{1M#yEWeiy
z9tJcX786-G7P7Fg;!)2Q4u;yOVJKLPC_D_cG10LMkH6QW_X77$2m<c)8sqOfAtcNP
z6&pzw(L^%3I37b&v81!}W-O_wDM`sqQd=|}NruU_vwq|014j>T+P<)?QW?)v#`9}u
zRIRD0Elf<ah?PnfUrOUBSP4p&P|iruCnz(_$?(<A!cfB}1x<c!()icC{H8<`@B)N;
zjkye#J|v7WVr0m$*Ze0=LQkH89W^@awbuiOz3M+<A_`9s@e}N7O$L`|nd*gq=@p-s
zU-5ZmnD1+^2f!Nks^1$UL#BEYaCo6y0o<D_m8BAi%F(0HfBS3D>%&pQN1|UI9{%c>
z=*j-%uxKukD2c)H!@ThXf0BWwE|8_nG~_JHsN6kg^_rq;6E%Sriekr*V$i7ZV@Hh}
z{YG?nu+6C5yJgdXhK6L3G?gPfv~cmhMROh87+T0kE_S?x?4@D_==q^$aa6L7SnTG{
z$di`lh_jQJdRc^&=O<4H)XKu`27*mb0PdCWf&}q?0+zp+9VFw0DHEbJLbP6j*NgG$
z1dN0k&L;X&ag!;yN%Yt$JVt;*gm##~A4`KK2;g1<Y9b}ZSDJuVib-5XG(9d1vdaK^
z>EuWTC5lA@w?h;W7f8SaKqW~W7#<+hH#U^R#&bD%3ONji^^J;{7!f`$I&yqe<e0FK
z;ZfluV+m7u@nL!mv{Z1Do%}>Q*J1$fjZ@1A3NcnDL;?NE1mN<G0tQZq59ZMP*;GHc
zZxX<A8P=kKuws&3ALlesk}ZtPL|$f6g4@AKwR6&32`&puCB`Pihp_1ZG65<rQBaVr
z&UVWzdIpOcL?U>_(?gWfSa-6lxX?PIEO}OCT6I-sMHyt0nV>jgK}}&vaUz`-84^4e
zjq+kZBC(ohb?B{$cClI;jw6ou@f$g5@*5MzkC-rilAli`4lPm1X3VNwy>9KA^$pc?
zYxG7dn<L`#WCEd9Cbue-HnG&K(zsm7`7>rM+`8+)_I(HEEMA<FlL=K6bRko$6PuGv
zSw$JSCD}<CuH?+5!m`5UYgU~3<bxCMzgs@1N@X_Ccx)PvtF~Iq$thZgQ)L5ub*StP
zr48uUu5>t*4!hiLliRIwhfS5}(7BUfDU<9nr&(e*i7iGULdZt3-YnD^`6_LKS_inR
zvO?lRqRyGDbtEZ~<~Rg>WqOOkXa(Yx8!RCCDvdVqIgnZWc!5-;)M?F5gEdj9v&c0j
zmEH;)Qm`1M<t$m<P`_no<$|Tjxy2%li6vGF)JCb^DmB;?X80>9*`<~1cI;ifbr<-1
zxk_CeUrgeOm@>7@>VgEb()o*5Y<Y9xx{XPN(~Rj^p!W`P?`4>4TeJH>#gdhUa~72?
zTDfA|{`LEh)$e+1)s91}cfB=l&6bpDRmSu}dtPbb+$Ht95AS*RqrIm-Isj_$#}{^;
zJX^DNYexB8g)>9%&Z}IucI}>{ZytaD@Q3F;-1~jk&hNW+Kk3}}xc$Jx*8Kx5Z}+u*
z3^QB^`u;W;`}x)2Qys*ItI*fh@#4NVaQQ;I@AdZUkYn~EEFs6iJDb1ixqaY4)0QV4
z2=sp6zV%V-uKP{z{8MKyKn^64fvxx6!|&VszrWM>w7nN3+@9-Q&EIxhKHvTo1iu6N
zg76ET2N;xohQ1*7Ld4mp%@6L}`zO;V$mrj_j^5T!`o5k2;G1bkXE89_&Bah=@!;l$
z2X{_9>T3oW7A&}fx-qme{lkIq^M~l)yTs$Y1oQ>T_xtak4hp}6aY=*6SljPHZv|2W
z4BwBQhGKx;k8k&$Z@mA)1<(r`>2n#p0J>ld0PcnVU;{w$IrR0UI(*jHi!@XGX6|io
zxq|G`+}MHC-d$e+)@a1x(6$NeB9AW5?zmX{_0?nVU%zzxS{L+dKq&_F!9f)=K<}v=
z1299k=cgHTL%A0r{3{6IAG`h#nle0|2M~S{?Hb8sLv(zgcsK>;23+!j{9d~gm=<K)
zONq(Ax)*If<n+P@oP`UK9|82*oj<VaV0YW4q+|&7{mJzQ(|tW&-xu7P=cj|GzhCe5
z_#8mjMHEBeBq%ZX7u)?jufS)}3(lFY-iH@E9(~yK`1sAIP)-4l>VKiv^XdY7^A~N1
z%-h!YxNBgbbKvfszB{+?-@0-4It1{-K0cB+{_lQTKKsSN=d>H1Q?Rc<BO8=U!X6C}
zFJzBHQU@H@0O1|x-C$JV_^msT^!rRt0Q9}k{uO+p!mQl?B=-)YFT%Y;&=<#y#)8QK
z^j=ydmL5f*Lwy@6mKsfr4To9=H253>CkFdKqytn}j0^Ic5E31L<B<4(zDz7##Zgoj
zS1qktRG6G&mFb04u0v(oykgzE`;Q#hykp^vS@L+EjK!@ft*D!`AkUR*6v@R@b^?hZ
zrSqf=zL3mOu_bQM#Z)#HmKHH3#A}4t<dJ?sKG;~I2xwNP&t@`pp@ZD}>TCW0y#Ti(
zM}-2=zWlQHxbaa0f=DQG>J2#pq20@yFbKUqufFOx{EeXD!-0+c-azzTJPs#NC{s-)
z(0fy3V^w3uU|;%s=*Us{QDX_iMnnxChw%!cM_~kUBt<Mv5IPly^C9Xf>U>FZr8a9>
zTE)J3YZ|82*cl>5C>nMmFrlGiM-Cr1VmK-+*ly77+0d|m&Ds=!B#k3Dys&ovqB%|u
zffhVGK6;cOW}=+tqvHl!B~j_7xUy`~>|#}Ap*$~@ZB#@8_d-LlQWR{~Vk|nGS{fk}
zgh=@zvV<_T7+Q?6Mg_sFjJ2xCRu$PGBPtUx3G|S7k}rek#UOdHss3Vagh5Ht%44~V
zP%^;_A3c$T^-5qx3)mPcF*p|MA4dqL#)bj+GN~vQ9mAkR$Kr#DxF8BCf`SBg1QKIH
z*eo2NFO?EOzz2ZoHzI6YSjgz$z~KRYuY?4?hDD8MQUetdf=N%e8d+8&)1aa1lq8Lu
zsFB40{i-B57^#yAP+~sxuZ3~xf$<byR-8AF9-tIP8{~MCl3>-u4stIu!^MM@Yz5B)
zBiR;j(UC>mFh-nL9AP4h>Ss{JIxQ@#fu<1SXe3|YUJffvA&Ie?*hwx?a-ujbMUk7O
z&(72(!^FQ!nx3YynE7#}py((NdxLmfyiS*3vFpqZi%6x3CX&5^!zTLqkN5VT;N#^N
z8cc|bg(8c}>Z+A%>Q~m+SIwSdGCL9ka*<f0P+Co9x6Phuv1TMfC2;ZV1&iz7-22v+
zU3)8QYMkk*2})7Cgsm_uoav6d>AA(_h1rFf`P1@d)y!JIrQyuSXOF&nymVHj%4DGP
zxQv7Zt=(=*P18ACO0x|t3KFAPX0gewcIX;bfC%hz!csWx3YT4#<b)-6TBUZg1Y+9E
zMv>7d(!(+dGzN}b#ZzkJCL7=`jJBDQ(;(PEYfloWbbN&dpcmSc2kF;laHc>V1mf>y
z@nE`5tkeVaI+8OI-Pvi`g?Yv01=A{Wi^@u?<}F{lY3bTcB~|mBnfVHnLuqjW0B29H
z$S5w)o>oy@HE;Hkl>og9>l++d`62@-)o`B^O=(#vh0_aW&4r=1x~)6rtzKsX14fcN
zt+WET_soUw-v9dI(#_j*;b!xuCl^(eFIrW-azn-9`cfEsoxdWpe6Bh%OJYsYr{=--
z!gbr%>^{6|$HCP*53S$(_Oi`;ismk{Wls~Dk~B%#@VhIwA86QjZ2QsEKXC88{olj7
zyYDH)CbVvS)VyP$^=N<F*}jeoy`5LU_uJcbV{pO7Wl)3rx-R#2UG3?*iInsH@~3^*
zy*98q4A#e=fA;wd8}Jd0jJ9=rGdR$3tE~(1C%`f2j<%+bmWy|rJ{V})`M7lx+!=(%
zTel1}?d@*<<exfwVH)dR??8Ls6X-~~eGi7z9`!zW)c2sT?f#wXUDp7=J@)}5-xIf6
z4i1@aJ8<>ssaub~y7QpzKFmV>b6D-Y^I0G0y@T8fiX~{32>0Hoe*hI5y|;m{Jc+xA
z4BPwstszSIy$*2q!60_W-8*oU6Sm<J&w<WoUw^-{fha<~UA_JHA3c5m)cgJ5f5@C0
zv`h^2b@lXJ?HKr|`QcmFo<KLpiR%wNiY{oUFI*6@3()KF2K>19f&3rf5Qf5ld%-FI
z&(3q)+tk_yw+0{$+zY*LP=PV@cVDoLc(!kJHhy;h`kwx4^^a~WgIxwF{y@au*7ZmR
z^2OP$->v@i`uSrw@9(?%$m2W#XY%Qr{ji{@;<p@U_wdQ#Ymd&}M1UEDUkI9LX={gU
zQ^4K9e-47aFy__<xqwx(hN`ds^V`3ldw=Cc@-O`e_N0&*Nyx10eR!?w(Fcu>;qV6#
z@6bJq|IOQ=^aAvL)cWMc{l}dH5AF>>reSwmPg~>N#%rBdFSlQU$ujU5z&rZ4NWRGX
z_ugIDNdY+*_|_xmLJ}`zFGJ@D*i^u{a;2>oTr1G01LcyQI(0~-frdoSZpiK{PYzsr
zaQs&1N3ECOv-H_Vt4H+(`u!ug_a8n7>|k{TQrU+190nH-tPY+vXn4T0P&j%NKqrQR
zEF3L52B4Q56%!MNL-|LCd4&g02@RMO;y*FOdwkI3QGUTwBbYI4Ax#t?6R#I(7tE+x
zS+jgvMxj+<<dfq~Qtg`Bx+6RG?P}OEclrz=oh6_$XBAFcI%{r0a+)19D85+36WioE
zhtg;kYn)1RzAG!;lq`tjVEm$dNBeq>2?z@y#E~RQm0PVzr!%x6q2O}}0MMN<F?!Nu
zG;II<?^FNs*U6(thXK$EMGgR3vDoG91KjHk=nJ?z{EfiZhX=yh*Iy5qJOzWrCBUs&
ztOZJCT3noZ>{#5(FNKX66Ek)^@wJiBZ;Z$KhJY3>rjk`8oG@exxLhHPO;vz!Z)ROa
z<&i}jwpY|9v89aQsF=WzpvjX*yz=+4uMfk91t%JH2R3au($J72R~3jA?<`w!Xwe)K
zB@#dR&y?U-c-XNjhObo=k*vn$+UYa0MOB50ihOBaYP>~_QVN5Vq9Bbl%%nk^w9xwy
zp@4ZeafDim0+WDQ6KjDcVm;MqWH=2>yN+&Bl2t;S1fs@RVSENCtARXbh=h+4^P<_b
z5K4>>A$n2_Y6^oCOecj9z`Kj`p%6nE<Vac^vgnj(Dk*Z1dxOcb;iQ;QRHQe|f>Gik
z88kG797!UE5^(+~u$u&r4)A-;*XyMK-(gYVqvN0`nG-1&6I3#yS{{p>%7|J8Nw17E
zsL5JItW1EG@Im!OgJvt`M+xI0w80PIUIB0~!J>+_Ll&`#o@8bunivi}#Rz@J0K>XC
zgDOVM3yr7wP)U>HX}$_EBml=KC0GF`j1ucbCVFvMVG<!$DUXFE7UHC0C`x7;_3=tM
zSt=%qMMOSS<59z4@whmtgrd>%Ocs?b(Qa@!;m|)vB1@1fgi57IsZi>*wnS&)w4&v!
z>NafNw0iB@>Nz!uNp6GDo|u@KlT%t=K7aP?WwWc7FIc#C&AOdC_8d8S^32WyZ_S!N
zKPf9+VN%PCa!0x&cY1E++={u2=FD9<r*=hc!`2P^j~qPn(b;`R4i%M`%Jn)rkH-=S
z^$wTaouPLmN%SD7%IQKWSE=Evb!>%-r_n0x4ozZ`!s(FNZ4#RWmds%V^aYcH3>*<q
zhzy);vdK(8*c%4L-Xy&%#hB!_Al#eCldCyWrH6YZS`#dd#VOUA0D1`&ChT1D#0t6A
zY_uf-_huJNFRh$YS-oJ!teW!K^WokXR#ZDOa@E#EiO!;TrWRCGSJW(qc!$EuIc0Mf
zRxDULbJ6m=8MBqPM3LTNNzX|uDbK5{E}k=g`n*Mzi&rdIvjM^!w8?35dtzGYjM|3H
zCqMt{=trMHlZ7!om#?!X=pELqlBB{4OJ=b?C0Fgr6dDsLLN$r6h*y|Y&WyC_v-7JK
zW|Yl=l?NN8)rQnOf!;+EYZLTNI9pL$U$t!A?BxwV;ocw6cMk}ykMHby*s^P&X-|LC
zp}yu5eJ!Vu)qH%Q8I;&P51RK6G#`OvgPyjp5cK^8mE-RH&h~pPFmM6=o6kO+VFOWm
zJHLaJv$meryS+eaU?%NFN`gCX-fukJ*SP;t+inDUVVtcK{??A3+ebQ^zXmDzmtuPX
zw1CavM!NeRLEzHG&c|@@x2?OUAG*#S4&3blEvD(49~(42zH{MB(>0iJgNz{0xA~##
zPtUeI1ye+4514zOC)J<->w4Qh@4Hz0;M-CJ-hg`>>!7u5;L6hen>%2S01yHRAA_Ty
z09i;n#7}O}liLZ&#@D;9UhBFFUzc!b5}C!mcjq@ADut^-MqGQ(ot}Yv(5MFJ3r`}z
zFKmG47y6-~U*L;2<e2QCtB=mzLTn6R-vv^A;ToK1dp=^<^LT<o0R92+sCp#dp)~8^
zUN98^SA!S}ggNx5Ki>xE?P&b0`}(2YOUoWyp7-Py^0;}R7c9OHuPuhln=kMF?8epO
zHwX3&ru72)Lc=mhxQ7N8WX-`P|CGJ}ec`v@SD=d-dgZ=uzJIf|^A3!;!?A#S_dE#?
zVBWa*)rFh0tN-U&cj#aI|Ac!Hv9}NAIS0D>9)8pQ=uG3|!`FY{tAF}v|1Y@$yp<58
z_x|J7zP`5p&c^$Vx4Um4WrOW4O>IpuqyXp(2e#l{{9E3_$miVMdm!fm=mO%xOd`m+
zP(lI8GjN#Z^x$wJP%h++AG!V*1l~h~{gQA@3SR#n?Hy?zzy9dG+ufhFUVW|w9?<v8
z_AmYr?!`g$0J4~{0DZABEG%Jg;p4GCEH(!3Sx{TdMBxE_$>HcYXs?JOc(|7kii`A(
z4D|{R_lXMkMMd~wAmD4tX#apop;RoLN9M5z%t7v*x3Xs0w2T6?T*o3%<Q(C`irL%O
zG;Cb4YGy%k0);N5G3HJyTRCq*aca696smYodf7U@#3WLfgi5EvkYh`A>m3pbHzp9}
zJIZUyDBrLEd|a$pu1Ha-+)So6G>rb*>;8ZH`;@WcBF0aM8uqI1U;aAj&wrjca#RQ!
z!vm$)Y{{2O6A|ux+3S^8ykC6{WZob^-<MwYg6&C@P#7#<rB1Wii`43LGFdZr4CdvR
zLdK3IjGGAD8#Q7A#y^aOixJbQsyKW?@MIKrD%MC*7Ri!l=`&YlRvZCws$yX(SH=p7
z#QFO9jT<xK<-bgLV^~aNNUBA5V8hzOYwPnBiej<+-6cy8&acvwLa`J6L<<=vCQdZ-
zLsL|^Od~1Z$(WwbFV7a0W()IDSPmV;9fa%T5qd?WQH|ECP)cdITnzGNq)LW@lrV_o
zHK>RtH3@7Cb_3I4WZCpglZvX7#j3@486PEJfw&sNrH69pAuLKTmFP!^o{W#06o>OA
z;ry_XV0-WZ=#8hN0eZ>AusC8EKrbF00E;-d5e79RA(Qdgpt#s@SR`T?RP>>vy+VRU
z`}w@;J@xN?KCeWCj3i(tGblm4_y|55g2keRJd{L$RY_uW3dl?&gW3%2E#gK3_bNqL
zl^7>WK=BwsK;}vz+Ngj^4w7958O3y`fo4|4f{v{cqcl>KNgZQU6Cep~FccyfPBn6@
zPDxNm&_Z4~ixvPYffFGWVKqwVm5X69LYedsi4ZT75cym*ixEMigfQsgd_E9woKitk
ztC$)MR}U84B)ij{2KB^Anb|od(~8Q=3d^RK%qRng0|X(g-LS4<<A$ZnmseC)B`2r3
z64OdbX4cfytzNZt!-hQ@HtgND{qVuJP9J~g!;`1a?c9H;s-`A2C)4Nx--0E3T6Sek
z#p0C^hp=kx#<g2_Zhh<6;ge@ho%-O+w%xn(N=oE99fO|`5AnS=r!_eZya!^fk)9x-
z@Wot(mZ#FugwlAqN}H5o$;>ji-Ab2BXfg_n2ARXAbU8o)mRhX>y#d5trOl~JOfjdz
zPGK5wFG#+yV6+Xk#X1w6FQ)TBs5XM$t2EhRs15!W!o5r`g!cmXvV}5%OsyD1-{iC$
z(0hx^szCD1E-FjQE3v2LD9ui=H}DiXl{FE99j48yNiQl($t!_V5Ps8&N^KdrVuKCD
zUR!2f`t%CmUZ|_cEUU~apIJD&2F$%8lT8f$b>)>yH*Y)n+4+O-pDV1MFSRDp#A>=k
zr?jW*lXGO2)C8>qSeGi&5INEqwv-}J^E5VHQjRID000=S2HR?9ra<RpO7$Kvwq_JV
zI|!`wX|p`s3l4`ToiIKIw7DDR$iDC1{j_8IlRKLqHEn#@xaC39-ht+~2AU5)Xg=_;
z>CHz?n;$iAdf2>upm{$yTKhU+6z+QOT@ZfTdp#kyKV)!0=zTYQ5kNi<NV`KVz979`
z@4j~D|FQSp;Y}QB+V|OaH<g6Yd$DoDy~&a+OO`B4wk$W<vLs8gihJ)i*mTo7nBD?}
z4xxq6Lnm|sgznyZk!4w~;P<=7N?1-va<cpF*+2GOUC*U!EX|CJG+4j6=YH;|y-urd
z?d<9RnnHy`XNbP7qO<mLPYqJbz9YovmSepQCpv1*YN~HH)s=imQ|~_leG=Z>wyrk?
znzt{SdaIhW&{g3!0OY{@+Nf<TXelr_jUP2Ue^^)YV^#g>U%T7RmJy>xOEi5g(0l(v
zR~kmM>5DdZzh3ypFukIBTVMG`G-`E}?$b5B1W3Rq3F#Hw3;O+y>PsZNX=}<fC9hhZ
zzi58)y5(6>>&r4tVO3j6ZCiQ0wz5H6*{H2<YODJrHP}GT4ca=S3G2IbKwpTxKwgk9
zs^?9AYj=OCwjT*g_iFnJ8}&8KS}2}4FZe4ri0%eg16Bs{;w=UJLh=PUzCVl@J_iid
z`>Cn}k}L=lw!-%lA>RL72GThIy-ze{Xa7E}7Y>L0zoucV)mI#8th)26rWRlQhUfsp
zS3JJ!iNPXeJy*-SFP8Rz<P8Au4~fg*T|qbBvzqpjy4LE3md0kn{c1qpj?&V)efukx
zE=83uUQ)Vn5yn`c5bFD0Eht*BplIQOlEn+lmMkXLT(YES(foo1^9mQ_;i=*U3y7^2
zF2d$ekIM!Md&6oKi|3aw$SI$fUOqRm0+p9mxgeu*L1yLrjEcO}ig_vJbCavLuWEhq
z=)<$B|ISAY4hJHGpsS}sOSE<pqT*jTzxapm|No2?22P`p^zxSIV(aQ|&^K4<s!Cdm
z(U<_@H5}&%V?-olDSYSyu?)Cy^P5i)A}~xSjT&U^w!gD3yll{8(D0+$&U@8eKUVf2
zdhR?Bx8%)VIlOW0gJ|TeYJb*PX&8I)@2UbZ{NkU)y)^bOkq!j<0_g^d!gU!a64~qD
ziwJq(Vy>|RnQraqhLLR!6qXas9TUB*U2KhQtc`4)EL<qIbT=mt7h8t;MBAy8Y-sjw
z9%K)9C%Tv~Tsmvv`Xy^}5;J7}LRU1$QQUG8Q`awEwqeP#S*dBh?o1KSXWNQZ2e)jU
zosuT^4e)Rzk<Bcr7S`^zPCit3ktaVwAW{2^0_Yr9bNfky$By}OoQ1Iyjp`Q^91HIC
z_Ey+Ca0h>7`q9VZhmWuvIm-I;K}O)-fBT5wUI#}nK3}a;XJcg}V=}mR&>&;1JZ$*X
zAw$8vlLmcZJZ_u=(IqEIj*Q9;4NY}tNJfru{Pbh<Q6pVOkEMJ$%y#G)CvzJP#Z|y&
zi5O(Q<#>D2BqtS1G&>|=xiVv0YTl`(oA%9Ioa`g;v2}1YGqo5$YV_bwj7AM+k!({V
zWXE@GJh?GH&EGGZ$3MS(*@-2ym2@k*(I>vnBg44nsZ#3n2#@Rt7Ew_i(_%ey6TPzH
zJ>ylb5i*im>I|_L&?^zz1qE0I`b`b=!#zY!TY;Zl03Y`bq9C$dOb?f{F@QKy!Htk}
z)KU+*kS_Ei`EhJH408`RQ%{Bk%heRzOR^hBb(-wzY)p1Aa&s~FW;^?E$nZJPC?H-_
zCp%+%>q#g_J7YWR$>t`bG3LzP*4V|_f=aeTk(^BJZ6{io4WDB4h4G}%OpOOwPaWoL
zKNc-!Oq!`X&4lS@1_t(KTL<_!3jN8T-;e;Zzqg$)*9Nk4h(9Sbh$;>w2YA__LIYhC
zAvC3krk2nnrA(FBP3-R&>|+z+XAACCNvRPEdPJC8co-eiHzHNcm~eKq+CwFyOGOl6
zptHc=QQ+?sDx$?k`$nj}d0x<^rw00yg94}+sqDeBV!B)Myq)B7ugD0rg7M`tZ*Z?v
z9;A*|$ET)c&YUxU*^2eswr~IDn=LzcY}&DP)3(i<w{PCQbNhx(8y75El$n(s85x_H
zn7(4g`aRzqJ#qZv>F=+7_uZ8<XKr4(_VC)xhZnEh+W+nGyroN%veIKx;*zqH<}RI+
zzcqi);XOxB9X)aS<he`df4q15*1fwIu3Y|l@7~OuT$l?ue18r?BEr=2NO<0(1sEHL
zxoN?n!OAE>ScFGFFi#|n&YYGucYeZ*naY$@e}&RVCWH1Xj*AsWMfxigULrA+;n3)~
zn2c%Jc?(l#%mMCl1tHLlJp+Q-{y_|HU-X`mnH;ac5Roz>A~6jUD-iD>QAM$M{xlCS
z_#AivAzr>gnAhej5C@6FWCLDbF&w<|aETi33uLh<FszN`8^jYzmGP<S#Pk5E3XkAN
zg!+oYV<eIBLUlAs92F;xOHw9h$P-e7R8fJ-2yt|LkUEMb2=SGxFuG#<w<m5qdwJ&8
zJuC;RqP@jRKWSuGe3mL{x;Qc=Kpw*rsl9|sZ;_f<2vPcmMv5Ym#Zjq&VX=O)D6HTw
zi}sO(bAuJEfKaR{iAu$`%B1PoiGh2&YmOl)x3~5{U;Tl%&EFy~7w8L*0m$=B^U1!(
z^L>q1`kHU_wcPA$x%Q^z;@g%}Z<~+3X@naAvha6Z^;ZZ-L|e69*8=V6mx9jOfziLM
zh*gKWON=7=wY%+Q%S(KHv~)J3C8V<(xdFsfGW6W{b=LK@+<nt{?ycrD2)ws$e`ob^
zP0ih=y28f#-<fdnK3{=*fw;P!{t|6}VM|{_8zCYauGHgRqt}#b2&)6o_i5vc*Y%Z;
zt6R^P{*q?)j(eLio9Zt(ayyz{=t~BswpDC=TfGg{SFy3HU}Z<iH@c=5@6B8z=okOG
z_h+j?18>mPm$#QZZ+-Z<<;N#2w|;K9{j~MY^VYjBTJODRz5lZH{_EC9MJ=!XNDVeP
zB{c0#8eJ36SEp|y6y_eJSoC0?1!h_ReLH&lTe|wuZ?5g^#SA($EB%!lVe)8iH$;Ac
zdkq39&{x-?Z)k3P-vf-sF-WOImrZHk1;e!B59SdYKAm5c-m|~VW&1U)7to6$rrj0H
z?=H&kZN8&#uZ3z~Sg(7BzJOj}0H7BZU#Qj?mI24_#nQiozJ_gaz5WWE9uU22+bSC%
z{6hC7gkN1#ldhy#_u>Vr?dj8ohYxG--bJ$;avt7Q)t%cFcWzeR|FQP*U3kOWUp{Yr
z{-pe;8-@2SmEOIEr?3LHs=I%`;labEpMGk7^r+?W<JKonutV+Rn{BuEw_RP;c5$}$
z(k$K075Y2t^>;RO++M4@u}ph)q2|&8&E1{t)z5#!NdL`08oc6d`mVCJKBRJ8C?^^r
z4QCwxGr;x#=f47kiL<bWb$yNcH*MV=744M;tp$b6g{4iU@3<FnG{m6ErmD&oB9RPM
z>-RrI;(se9wrg4o8g(!&K+Xl?{y@mNL^K@m6^AI!HDF1?YvIkuar+N{XRL$EAJ;28
z3!5ANZZ^=s#5eqj`{(Gr1osZ0?||g{EBA5?-0MO}zQ3X`xEB#;n9)Y2Svj~`IWirn
z9?ov=PHt2ivW>Bg%@jMT9i8p!&G!&+=zfltRL7|<o~|4pq%~1lp?)DtXD!&gJb%IT
z*-5Hs0f#5`4_Y>B?yhwkcC1-DKRY{+?Gei7?^wP1$oB1d=^1K45RXc8v$A!yuwvRe
z2GTvGUcL&SK&h8sAe~L0YCrLdkt07FX*S7@O7;;1#e_;z`~xD%WM6RXC!b6(aPOC2
zB7$rZ3JeVH_3=@HdxH(!`#A*ODIi`vg_S?Uj|BJHJ3I3v5=@!Rg>izx5RV+;@YyHk
zV@8w5j;9XB0Jw2Z$Z2qO6L3627-ZhmvDTys_G+eZjwpVGGJQw-yfe!;9b33+p(-lg
z&tK)^9pp*(pxAlSozy~~h0_wx?%j53<C;u=evXgN56hQcShH}NkR@Z7#Q57~%H8J0
z^YRk;(<4}^VYDO}B}GXC`ew&-QX&~KN{TAfNfrWu*Csg7%HP-A*T>A)#{%WUv+(vZ
z$E-B2r-d)iRv734S8ce08>Qk!DZRsGo(d5&R6q;lIeF3v;^jd3bhDs3O(NS*aCJ7K
zkxX2jO&HXvULH<7jtk7abgGrJ{S;fv30CG~Q8rU2SXqoWHAb`IC~M0}4t6HajxhI{
z+E@X4N0}IXWi)A!(ZtV8j0Rbm4|T8^?cz9|>@<PoFb+j^p2(n1;W91x99w_Lzuxw~
zkb*fjC;%{MJecpqXIt^vmO{Rx#GfSgbCv{<;7^tbC_y}AR#*ysZ6pHwFtM{rN>R&Q
zBNT2JwH&QxV*GKW(p?=!2l^^ybh(5k3MMOL%#1WqQi6cbv-e<HK<|aa!HZ+ZWK4CZ
zTkyP{RZ4zzlt3=?5{0luBCbRhsEky`rKU}vlec))>W$lXY}>tS!?rE?o7S)0kiTZ#
z>eczH7B5+pJuN#9qN_SGF(GZ)(zRb>D%<|=4jnwbchAZF`%fJ|@x$@&F77{kB7f7i
z%-k7KnDvIK7dff(SLEeyS-bt4?YsAX^UeM}hmIaObK(5==g#dtcyPtq{G{|ukxaq$
z4dnO+21`}a@K{-7yjT_EFHs8Q5vqiAMO><nNFJ<;n!ae+qV=0+tyrCqJ4>Jn=gZ`w
z@$rh36x<6VBmKh^Z~{kXWalngx@P;%1#8wp<7M&#Q0_kdD7qJ)%JxEF1@zwVgp|x#
zdDG@DOvs!L?nRyh1w0Jg4U!<r4Cu>4pqW4{5Xl2WWcU%$zWm@&KXI6^NDj(Ho&(Yw
zL<9*(v;Bi9Y@Q3ti{|CW!vt<cWJox&x}*K&YX2~GNJOka73mo)W(EW!&5Ru^cJ=Y+
z%T*Xvy!*Q|2=B${itI(pgTvzj!lHz#1b}OJa&Bl;YLFrhpc^2I2F*&N(}I=psL<#%
zX>@u>coLok_u^SWSZshShA$5H3ys9)*bpn@-oU;3noIhc3thFR0kOS}Cy}23;x#x8
z`ZZ_XwqAYPdh2c5y|---h|=EaZ@<#tcD5huG#>1$+uu`vva9)iS6fkcM{Rd!b9a}f
zs|$`n413bFv^Qcb(W_<*8~S(debxG^uA@%d)z;C~-r3dO-KFjAYI)OD)8Fyxt>)I-
z)*t${KfGx@kHFsc>dVb_um0TO0KS6z6tM%~UVU$WrS?r}OLqfYvrSF4wM54pbj$Xx
z_Nul@j6;IO;ziS|il&;^b=r$%Xl*0DYksJB`>g40wYCRiUElxC`orbsSNgJpU7$7i
zR1xV=v%RlkQ`hSy9Yxy-<HvyO!=R)g6$(9WC`04|bl?uXR@2#vQA>sGPoHY;JZioE
zu;t2c>QT#$pPL{2ks92jtp)T#Rzlz>iqMyIn9+dNtpW6f_B)X7i!e91bMc-4`yr?Q
z(GAZH7?Qhs@IiEHy7Vm_?Tu|Mb*<3pTZmC6KzA*;s1f9ej0H_$Z7T*7qjBs(btlqd
z@%;-^0sOQtYT95G{yWuoz|;FjN-x^kh|Jz9$mR>WinsK(y+SYrqBI&bx>xl?Umm~!
zR6sQ4RdyhG7}SmZgMJa@3+)$A;idm!*A)l>axuoeft+E+fJ}|pkLG6BDsgfD-Dy!5
zNSJV!56pOdcQS<@%i5;e22Fzo^Q(J1y54kYyR{YC@}lM<T-pZe0C=zoHf(Ka#o>p2
zVm~->z@9tXYrC56!4cF`wzao3AITL&OmY2gq6@NmYj64buEJINlHDB*5C7aD|A$B5
zA2^FXT;Jd(C6WOKVgcYIh3behxJm0Yum*M2>3SbGzWv`>Y###WnbNn&E-q;4Y3b~4
z?P@8~6k$woVN+pwV>#xkzdKa0P}f*j)m%|S#E&%^T)w!+|4sbZpsg)yssFjI9f2x1
z8b5rM|L7wI75Z9bcUiLrssb7)a7O>4<put(;x{a51NIhIRaN0H0PIhOzwrOLdu)!K
zU{~0ohl?x9V0B=-P(6vFpg1J5q29S21{Nq@SlN;6YH3fkbYNjlu?wB$On0@VfP3vt
z9hqd$0IpCLq!#&wF)3bbS8f;@za^>=USOm|v1b0#y_<IIUcY7Y^3@>T&C6F_KYixW
z_3Kwop4hZ>v4rO(_U5i%IDhZ@{KeT>nc?9Hp`nq2Af>NgM1UYou1v$kEKG{!@PzK3
z9@Y+%zZfy%lVK*~ttcdKpsYfXAr>bxSs`P`*@0k3kFf#74j(af$PhEs_z4b9&fWvu
zn}wB)jme)6n*7xe(-9*qu|8G?0}mbypM!%li6@pMMnp`<-Wc?dF{2#59Aq(JJZ0i!
z*I}dVMoo0GcI3D*0=XW+3>U8XXbZ=2R!T;|EMe60u%um?^R8{&b$iF&6U$caTfFGN
z+7&z3E?K)MclG>fo0rW#vVF~ibKhRxwRx6EkQWqqd&Al%`?v0!m%JujoIgEuU9N21
z4B66jL8g)(6YLlsXd5GP%8Fs<BzmXEc*H0u5`k49-!y=4=I3L^^EUDJGV$SI!Q6{$
z#%7ziGbXz;j66NeeR+1GVAn9IM|c=gzc{iGMyS9|8bn8yoEOuIO}Fs&u;nrl=`e-n
zY~)TcW4c-}C>G#eG_`rU+w(jL^mTDGv7S24!eo^Blu?#uV=c|bnN1mOZZg&ij%~>L
z)<#p!Crq9=bo`h>6UKfvaoi`9#(y$p(&tmnhS*w;0Q%ZnkFvHH1`M{HI^4;2j4Npp
zvLjeD6O7sO<wEbZ^<<c_-Aufg7F>oIlQJ3Q?QZ77wD6*v@R;U7Jo^y7lfc_nz_W(l
z8xmk6^tTG~vlRGR2KiYD@nfKEZ~z?6_Msspg_IVFNgqlNshFl#vU9R!X(=J#UKYa~
z7GGhIo0q2@gKptQ!;}p>gTn#-UT-hwz(A%r6qnx>(TR!4S<|v+%*vTFXWFb8$r)*h
zX-R2WY1uiMxihC{Ps@snkBbP8P^%(iq7$<+X3m+pc>cVV^X9I|nZ7VLck#l7YZotB
zJ9qxl^z0m&S}l}G<dKTF^thP|a`Tqu&CHvL@e!HRvvOz8T)J|_^3|*7%wLd}H7z_Q
zUKkq2^%WpaAy}pki%N`4$_!7)5UXS5(aEW~c`3Q`q|u3J7F+xEo?S=3%ipy(cgb>5
zbSxxa*dAhYa-*`dBhoX&Q`6(8&%oS@b-VT)yKrgy!6UHsvVhZpLhoQP+Sw51Ado3#
zk#S&Mgpw`G-?VVmy5wmyf@LaaH<mrwjp%C=%LU@FV2J`T4wA5lP(>tC9l*UFyZ|Jr
z_y|J-q)PZ4Ji*365=lf{Xk<J*4-8%ai3tZ258NwIL;!u^@8yZ*e5pbd87GX0^%luI
z1R`WR;GV`0@K=P-SiXASnF|k!%VF`Iy=t8_E;S@PK^&2+2KOfA09--20(q<?A|)<s
zE}X=8P??Y&l{zyfV|GmX?1<!Cd2EI(CS8?~t&Gpc`r_~;Y!2wfBUst+_i&(dtytgk
zTHo}T2;-_f)l;*-uWk?A4&dH??XCXyhi|n5&`WUdgMQup|Es%6ps(fxgxNQ(XZtj_
z`?OEr=w7|)EPc~m*W29!(}AX=8GUVNF@_24o!E;@a<5xoHFnewK(DS-uOT2o^P;c$
z%G>7e`&;pHKlJNv^=W_VXnC$_EN*J3`V(6(zHtof0ptMVb@sfe)pnOPYAb8%UcGvC
z?b@~5w{K$|U6-!5y|%cu81q11H@~iH#q^7I2rqzMh%L8j`p^f5png#Ahve`(k2Js5
zmmh(l7q;HF)msKy+ctH*oZIm_U)S*X-TDLQ3#$Lc>q}_beaMnUo@{qVZ+l}`U77AR
z(Dygciywb#xeE0CBQ>~KgGo(Q2I9qctKmx)uLY=vv!V~(Z3y)RLUy2kO9u@5^P9dy
z*9)b+hd49nYAf#574@{EX|Y(_Sg5Ig+1^~z)1_(AV-!L+{0x^$iF+7&ua$S>-2;3=
zq=MTJtz<t|bOL?f&jJ2(rI*O;CC(Q%VgiW1Y`?yx07e%;dPiqB(6^{T_W&I|Rb9_(
z+6~YPmj$32S-$9}ds(A}cNgiwr%V3<`Wm<wit$fXx`J8_WNPeZAn~rrAZX)s0PolD
zdYFmzTAJG0+i*%iKyQz>USD6TDJgEoyp^hVq0_`_L~aCe0|VoRJ-2BZJKJk|w6BS)
zBsGV7ONa>_a55wHZeT3kmY$;JT}2x@s?YtoL;l^d^q*cZxJheT+e?~$@sZ+<MH$?r
zKh^b=w)GXZzP(oczq8nWM`%Sm+pE^M_4=NsPHjy`4ZsrIi-9{;ja3L9f1i7CJOF*s
zMhSb8!Q~6+MW<Vh2EK@*mrbQlYnw6D8z+hXQOf;r{a@S{mEGl-(57vu)KuVNR=Ktu
zzaikfy+`}s#l5gPPz?2p+rb66OB6<0pgbI)_u9K!IWQfm9wa)8#Gu(z?M>|+Eu7g@
zZV*qb5=YC0k={&yzK4I5G%`^YqX-fwDkC>6UU78S-ZKZkJ%8lrnS+OJo<39Y^l8<z
zr+3bu-L_&$m>)0H+jGtA83#Ay?^?NZ`;tXFmM-45XyK-Lb2rb++qq=v+T0l_;!ru8
zD`t3jTG<(YK6LoM4MuF5lf8#P5T#J2OC*UbkC1WWYzGaRJaVMvm@zgZMpz6TYWmez
zCgaB0IXQXpcwu2-X#oKdlP5cU_W8uYUriZ4!eZ=Lo6%#ehYT@AjUH`fZx82ZQgjUb
zy@~D&;kdC5gTF8vJH`=7XoH7ajGSQSK=xvL2K#sk-6@`?BaQ7wn<^OmnL(<B;>b-2
zS!b5#U){L%)XJ47^H=|{Z^!u~JCA;|0H8o$zy8qnm4~*jIJrCj#}nUtzj67@5Wl=2
zzw2w4Jw3SX{Q7x^mZ$AqnzVCK?3TIV%QAw~!|0I$dzHUUw8(i{EN5m4KQoRKt)L41
zEchHFzLzo2YYNxXi0f(W?PcoaW#;K=!ekn`QpZy%;~8{guBT-ngj1oLROBuRb`$VP
z0bY)Q-cEiT2M%K@lwL2E4aeOI&R&|cG1C>!2P>4jt0m3F43Q47_#(&5+1}XFe2kg#
z2yid-UTcd9CPpKTC!>XJ42aj-a<ZlQ1fz+=CXF9#Vl>3mc(C!L&ms9vnKa0J%3y2r
zVYX98*jNm+u^4V=IfCF`=Sg%IBg995e$iEjV!2L1rUa8}?2aU1hcQ(9G47;^9ta$!
zU=oLEkhi_qk0kPS68hQ&@vQ@S7Jh(y{Cn95D;p@*WDavO&(k!>&sHX;M5#TaBe)8w
zdxVNJEmNA3B=qAubJ*765O+xk)0^YKWLUa0EIrxw0sb_9KN^c^$M&!f60l`q!tf|{
zRD42oVoFS6a&%$>+S%kPg<KUD850qg7?YF|pO6?A5rLpFb!2!{OjJTbTv|%Pw6x?I
zDTz6;(HXHZ8A(YwDXBS$$(a$+al+8hAW4WKN)ewPJ8e!@&fMv#St+rJaq6gu$k^!A
z%*>2w(-KqDq7#zT(Q#r>qJJ>tR-sI-h)#-5&W=jXl0_z{<I|_jTRJUosWKrwF=x)#
zM^1cu{_=)B2c|Dx77`f^?v2REOqnw$b?)5MIdhX|&Yrel@$${vb{#!&_WG^e-<|;X
zdiV+aByt!Y5bS`~w%GLS^ci#K0=qYC-Lz{T2Dhc<&OxA=1C?P*a`g@nqNz<FCNy3s
zy@tZ<Hg``Sx~C5}KnT4TC$I1`cz}fcf&*o0fjk_6W;Cv^6T=hS>nl;f;Sd-W?jx47
z0)(tUAx{$KBMD;#hTumpkqnYA^j_aEHHH))ICl}@y_X+7&0V%y6qz7UL<h>FgB5W>
zVR8PUFjPcgSss&-ke!#Dvk=6qN|=TUPnsT;Is;@YjY^Y6r(-!fZ5DyPk*Oi7M3FiX
zFsz9C#pf{at%`)MCL*>MqburecGaHgt~=S=boNc#wf>GL2=%QjxLo|~TxG$frpjBL
ztv|m732V*~nsD36e(i;~?RUCbA2wCrt}Ons==GiQlAkp#<(l@2vgW5R8y-Asxc_s*
zgC~uTa19Q_=u0%kt@;)?d-Zy4hqkt(`FU5vwZ8gq`x_7Rw_<Ns`}NOyJIayZ4!0?|
z;{ETJ50^n55Zv0^bzMEZ`kuZft-ccO(~^>#H*aj)wsr5`y(J|jNOfpx$2CDBTmtqy
zd><hX^J+y8p!Zru@3V%U7BE*2(S!Dv0He9EqvB*|$=2So4Ti}J&@H=O%<Oozk{DI|
zo)%}oQG?fa0D3XlsTV>lqV9D)?G2r^h1#b-Yi>Vkz4jsf{?Q}PHTP=T%QU)X$muX<
z;&+DFi|G}Rlp!qlbn82j_Rv-fWNmAB-PZ83t^UP8J!`9b+*bGKH>GQM(xZ9a+lup@
z8(npm`kGLeyXvp%sxNCR&f~tP<xxx1%O_>8t`!tqE-1cISbC!fRdKbb?uVkr^M#G)
z3L7sJHeN5T`?<Wbq^hL0x}d4%6$*of(a83pr`O<c=&#!i6||>py}o#Rd-?a;rXo-}
z5ELH+C=@-3MUDE`^}5Q2*80XKoZP(sxg(_kay{n6-Kgk-=@%N>A6=aX_rfW0sjTO5
z6`}VM@eTu1Eev~m=V1o@;zePB0K2|B-mp9%3+o|yb@d@9q^VL{fm5gArUAXTu^N&u
zM86LQuVCk(-}ZJb#Phz6vc8sE-Q~Nxi`MiJb2^9=3%HsQ<JMigR$sQaqx!P0rS$z{
z=D&6sN-sR6uN#OUEQ5~}LOROeCcRSm_C-tov*!K_<^3P>)&I+n;8FtYPj~D3YdZSd
zdb;ZMjip+`D23GVvc@ul+W+pD#K{z{M<5TdtiGidf3h@<&25MRtiz=)w67xVp`fX>
zpuXv+>JFSC{wLm5fUe<4#=P}YC0(aW_2<fTw{e;Y+dg60X>9ChZ0>As>&7`+C$94R
zGq{&crWwkU?26(H6qigzc~Pj|M7h2zFQ~yz6sA4N&DxP>?Z~hrGaX%7Bs$&Ejbuq8
zS&^A8Y+trO8l(;tsJ)p1J}h5F5UyD&)xnaqh?q@FSDe~+;O3dLkFQ>P_T!I54<6LL
zdQtS??)igzSI?TR^z%~sdaaq6{r#@356+$}xOt`Y&du_>x61DPSaS2m>noQp?A$pg
zGE%|z6w~OQ7M8}JemU%KpN{?#*WxLDekz$PDJUq?)zxpr2=k9V8uR6sMni@`!ZrH*
z^NAmSJa*VHGY5ONmshAr6pMSX?#CaG88m3(S6><9DQtoQA!93ZbJwu2)a2xOGHEi?
zJ$T{-aIf)KgG~l~Ir(2d9W!){IRzJw17$%0p=_F`@v!mM!zU^k-njx<uAewh6t*Eg
zX=_UA%9yBCsc~N~p1Esn-lpZb>lbCMTadAFQP%F|Gd5($rSjZo_^^-9&bqc?@%O7|
z9$cEXbAIgR+2Lz*<O`DnGr|~gA*2`~#<$UCCh=#d1!Tr?qr<?xQ~4ZYAFi=C$Jo<j
z5*q}_HQ{niA@(vD$Wt5R>^#PmI?01&&i8Q$fT5QU-+~>RZq9Hqra4VQ(Orz0R8tQ(
z3ntZ!;xLiyFp)tvWz(&=OiXaICOaCD?2!^Sl}5I(vz}mKGSb9o*i_RoBnMMR+bNUA
z4;ek;^YLQ`n;4I_vzg*#Z*FH}>|kevLB=l5MwaHoCQtZu%!q#(H}YT1jJ~w99O>dP
z!Id<b=3<0NYHaW}9jY>V=qA(2MhqB$U8ewjS+2$mmx*NCQ6%dT6uZ$tUvG%C-u5zq
zt4hRBhPZ`dq%z0ci#gegHHpib<mo<v<u;B^9YrILbaffYq>bluEieQ*TmjnyM-_(Q
z$lRoapx9`C46qRRQxtNqFe#VsP4e`x^X57uyNvHc@%BQhgPpgRi%jYp6{Cntj0J@%
zqhjRhh_LW*MYviSp+cWoY(jK=VoY3oRCF|fy^-O_`HD@5O-hVSOODS<P0RuMrlrhG
zPRfak&5VgnjY~+2j>FhuwK7s2pB9hlY*{nYvu9;x<z}U2rN?8tgoK2Y<iyleaBm_+
z+LUy{3lk*f`6EjqTpp32jzyq#ibNf!ic6a|cL~NDOQRBFGiU5Ndg}1mA7FKe$<FbU
zEBI2mIyDW@o3nIj?$TxHbLZzSUbbe(E^zPR)92T2-vyroY`wUTO3h5pnUy_v!K}s0
z7p`81X~lrv9s7^uZ`+kUdp>f^NOTV;S9gT>isa$IZw8y^>dv9SspQTf(~#QY>OyDx
zp_fe^gQ#A<NKW<iadzjpdHJERU{7PA;B$b|D~$%hMsR{9WDd`s!M1nzbYK#NNfv%`
zHJrT^Z(nbTe8!432hLu+TTp_&w)osRp21RfpoGB_l9+ra29JvLKfh1_usk|l8J`8L
z4U5SD)B1|TeL_@$GW6(0`v_G5(kPH{RLTtCafmX(KQz);6pnj;Nu)vV{q?JsKwn~1
zF_BtUtZ#kY+4`be3kkQZs`TNp!(VUPy!z<j-M4R?t*d<6)B2>h{zPB>-nT7B``a({
z>mN4N-uv;#Q-_Z1+_Y)!;RD;t3U26HA63>}EvUZuvgY#hx|>fMAL5Inu(hzJy#{&j
zkR{RCtZ8`NQFF1o=IEOyWC)|T?mP??{oU1wVbExPd+GVz7tQ+%;1gVBhN%L{y(o=N
zUsG5A{KfO*$B$)ZX3m{E_vzE8XmHcOY1~?i`~*nQM8H~0yTNORL046+`hn;NaIf~)
zx8hI3|658rsxIhDcO!_PuVUSRg7^E}`<~YqJz{#`73dVgEF8HoHfy^ywH;MO+803I
zKcd_ZA1AoCqoS<~7pMV>n8Q2Zjvi2w0o1T7bZV>7dDl^OURQcpTfARev`1I8TUWSU
z_bOlaa^-KT<JIb}!nJVN;=ZeBZBH>#uyA0sguY-+XTh4T!hBspe#7&%70=d}yx3my
z>YMUc`$}FNd;03~!&kTN57dKKw;sLz@max*;-V|{CFfd8Povt34|f#cg8s_BzxVVS
zxYxjbUB&sjk^`EGtIhQ#z)qkqq-vnAzOx(XTZ^NksRd#xG}`w+aj+{07CJB_+(%V9
z*dG3*8w<bynHt6nkjeYdiya!s7Q~BJ#0{@*Kwraa8K@X24v^4wbzlbwt%BG~<W@Bm
zf_~A>1jB=2@X9;+*RU<%8Jo9jHND+!efsLI#(SNWM}fY*CClH|?&z=o2DS%WEWp&i
zj?(?;h5SoL-FxR#e|>$7Ja{=U?*IwazxqgFCH=)s3Wv}0=Ktm1-%)x2z32=rY3pz6
z#!$8nWH=PG4!EQmUsN<yy#H|<pciLVFy!2?>?o*hsc5XPY^lNwVw`0IdXes1tEsDL
zX?<DWfs}^-DEAUxtYX5hgR_+@75XccP1mcd?$nk&Z7Q$S)}l*-_*>f7g#z><e;l`e
z2KO3#4hE|O5$RxPZ8LE12k6Unp(2x(g**paXXH81?OYfRRQMbij&3eiE+i|8n-i1E
z@D=*Xf_-HiI^WZk8|djP_V$-}`$mhU3$mtdU%Beo&Yc&J9KLqq_^t21yL0B$#e;iy
zEMGV)K0@ZjRPa0&rp6x3Uv}&Gfmc`0m;898{Py+oTh~i(Tq(GG@#5Fp=S7CAJXjJc
zm1|~h{`r@q{?BJ)z8Gy|K?xB?$3#z8tJ3*Ca#ItR;lrTZT8<rSjT$+^{EIIpjT~v=
z=)m^&mdd1w{{Bj1Bd5<lpMV1T4*qiT(4i)yMok6!4*Gn;lqn>+JSjPOu2c%WH*mr@
zo6kQT_t~doKmK&ozkWJm<V15OH$Ws&h6G92H0I=?qpXIFQ8T?}1<Pjm3uguj=SxBt
zgi7FKn576=oEouYdd&Rnh`dbo{7lutO!cx1_54U-GM75to4zAKb$CwdzB!3s&yLxU
zqgs<KTbU_YkQA7$W+zMC5~Z|MrTdITer^&!CDKDJAqDcxyjT-Ctch&q1SVrVi#d_Q
znZn_ivOJ7wv<VIlBW&%4J2{PUb)D=%%nn8;mpR>a3e9CQ*>0Sj`7jjOejI~r49VAn
zX71`VnQTAN)d>`8=E<;Txmh8~4BYEVGR2rSOY_lYQ-)ibjX__Vi<7y7jq${BUyUC5
z`J@R$ElkG)dJ#-aawHnuJXsE)N*cw)!Dg(P@nF-*Us#zBbFdz5;9fdq3ZR$Iu}1-Y
z>11Q7(*&CHM8fmHF!!XJv8cv0$8pem-JHgAXeL444)P$R5VImeJyasP*x$*=!<56A
z$YUGxIVOCr3D48mlR1&inCR&~*@t5m>~Aj<Q!x!$t?-bCGQy<H2$i==;UyHf1!EMQ
zlp88y^SI7{-cT_|8tUceOJjRDxY3aI;3SdoBcsA%;-VvB<K^neP=!*aREDV(3bjHN
zu84?KMMT04E>|k$N`)MWy|IxoaTwtio)Du>ii=E3h{;S&n4TCvEh;i4Dk=#rZwW~$
z5z$c*F_8&r@yS^Un9-J$k&v8`oS2dn9UBuK6@`k5izB!<Eh8o&1=+#y({lMiK@ycb
zJYF4}79O9Wj82J5&&^x09u=FBn>BCgx96@LyLc6`V6ylma4#&rvD0&Mmn~niX)|i(
zvK4u&^S2&2y#Kp1drzENx_&ccUY-#4*vy;-OBSqNw|wK)Rhzf3-|@|k{fECfa$?`H
z?>2nBCv(=kV7bbPhATD<fg~(MrgrD}*g3nJTG|_#Sz}%sYO<NN1BDTyhzw6mhp_=I
zYz}T7ruHso_AVxNBn)fAGW1?991?NKs-$#que-0niprR5>on2Y0RxLI$ZoFQeu(oG
zMa8-K3VdYBIcwG(IQIkk+HfBd6>sgzvZAoe9NZ?DI~id-AUrAl($I($Wn7k6ofHHs
zZ)hYZK<dok*&<$%;Y0Td@(xmnREg1WKBUdUI{1;s5s=*ZE=*r6{5|*nJ?v>)I<$42
z?RC9fjRh|suFGGQJ0o{({@U+O9WN<)rfq$psXME!Iizp=wx{*nn~n!H<v*S}wP)3u
zCE3$5SFc>~`pKCt&7H=&3su#pD{9V{*Iz4XdQjf_qE=hhs&DA&?da`>_pnM^|ELqe
zWwnPejJUrIUg8UckD{j;m%I%PRs)xgf4Kvw;0CC`4GV@x!78|vkM1o*c;O46L*Lm@
zU;p&!&-?f9RU;)XCHbeH9%66M-<mZ|^_p6QfN6CtxS0NPefQ(K?#foZrbABzp7nGQ
z{@Y)}DA4kQaJAnpeOslz{$^Lzx4jkH-c)UU+j!_r-M*fpm7T@g3E*sReYX>EFAxPk
z62dGx{(cFIXd6gO#jEPz^{wfse5pZC)J@nMKBU}VAG!Kd%k?L%w_db8DAm1e>Z*ra
zJfQ8sJ3-hdFun~A2mC8BFs`%lfxhZ=XX&oaqV-@`eZi{Ef)%hI!-)Y=`orpeIUBR*
zdI}cw6fXL06)eD0SOHt<U(RWNy--`QOjoe7_4S6T*LzA|9WH%!sN}t>dcD7;aF?!V
z2a1R+D_qtG(yQ4HR|8;=sDVKhzs#yAUJAO_mY->@dD4s%kzYIMpszv_H#FJ7zJkL5
z=Qa40vBJ9>K6*^0sBLH}u4{#d;TPezn3!z=PWTO4Kof>J`R}~P19*y~2>Zdo1G2?S
z0=W%FUp$GY@QToZ@f7Y6g;&#31ECKE+y(UhIrkd&fM1)~L${9jP#SJ^A_Jsw>6@x8
zh%827p}TMif<Zd!ZtFBv#3|>0ifsRAs{v=P29dD$Yq|^(8NYd3a7KXZ_)nYre{SkO
z|G#?gz+r=f2Wh<*DhQ<)(A(Tej3Gu~V3qcl?tqt#FDn}>KjdCG&td+-*pzz}?LSvH
zKd-NS*;Mhmxwy2o6#m{;Ej;BKOp%5q{*SIry!&(vpi4OCOW)vw`=Pw&az)qmO8u>B
z?Y-LOhxOGzH<cA20<paugEO?<ZQZ?H_|K0yl^C`Me>wiY{4=<h=}a*c%b7yVZX@BI
z%qEdNfA#lr(Aq{65$}L}Go<^n3CY)mK@=I>%XD_5JJ6h`Iy+7!QS9896s{jf$ma+d
zWDeENm1aj~AoACd<U^xN`M$A|(9Fn)8S$|*<74L}#^t3X%t?sO4wuCQ@q_535O;E#
zRIng1Vs&=%rde6r=jHC0o4aM^v~9Dde=~p1#%UST#KLe7ri4uLHZ!vuI^1~BP~#Dk
zC{FCynCbKL)-77NF(ZAx4^QSo;*y*>xF@@KJJ_?P7(1DmkX%S!{(j1&#92|1StJs7
z^ysNyelZb13)USn#CXhT%Q2&;4*AN+)Py7oiHV7xCJKpmbLEd3VfxYk8TRo<!$13c
z)R#lY8&9>zP*<r;6&xsZC(|Yk8E!p%bR^q*zErtbs#q8*of{&Y6C#)^4W6Y4o~9C{
zhX<xb24qGHa^pj0CWvRphRh7}%kX97`Y@J<`mK%>u80;cjSF6qAY7U(TAnUhoDwoC
z#y4BdNmVdY6wLGp&y;XhWGF@KZ|%jL$e=*y98M*VpixIL=;J*-r+9Kq+?f~}H`dzv
zD|3r4EUkvv*^P8@nLs8_baEK$>@XJGi|7WcDTAjPec@;|5`F_78=YnL9yAMA=gH2t
z<D6~ByONCQ6qp>$=u~q$)q><;WNI|T%y<~t*^EZEbg(h9Fdbt&X&9^yw${cZr>SI;
zm5VbHeND;E<{S^l0AFfI5JM=S`|(H|rVY(yij(a)_<L=p4ktN`XStaN@JPYF6a)G~
z@<n+v%n_=_XIt}FmK?e%itk|=?Bl2mVMNJ1qY*<PW=i~B0==xky*{2MLB3X!AP2dK
z6edAng^MDT8Xm@oR<jeLdGS%a2qjx4rU&_x1pY3eaCd~b`}4`ZJQsn#n?Ik*V%Ylg
zY3Zq|%#4VTU{6F4J334ulc0(-MB+eMm@G^cE>}e;)X;e&lxn3!Di(@@f`S8rg8hX;
zr1=I(L?L0Jp;#k4EJ7wyB5gq$5*{XrQpw}Ol?mahgxHuA<ld&GXGKOwE5a43D1|yk
zu8Ni`B4je9R4f$-hX{j0gd#~O_K}dB8k?9RmMM9D!E_IvI|3bq^00`6xRmKB*>jS!
zX3tu<a@*c-cOE*qWZky)I}cp@>Dk$v_p;_M79yZ5B1)Z_K4aPP)n9+T{m8f54joyx
zdF$%!I}e>XfAZ4R{U=W^S+{9mRIz$m-l8?zcJ4U%?d~JTx9vRynfKtyGe^%{JbLB=
zRNtiRTyKHM(vfWKMDY`b0$r&LPm`&3!$wd1Z14!w7ehx6A3NEeOjpGwr{v5*h67S2
zFr;|IWV1n|CVVn%3~G#tC4^rjn<Y$}8JCp{?xk>iK)gdHn+~0fiRISjBv-nxAS^Le
zm73`#mLb1)(WY$&&tJN5?<Wkcpz#C07-#(1sL7uVpY+-A$zx6Iq4x&KVF#Is3J!|{
z@zOYfRwUNQ$<|+tn)20HQwv8r1m2XKh1v5~BxKEl!0SZkjW=@~I^JUVL`xG}*FWQ4
z09$)2E}En7?A6Pk^Yhn$d!d3K`~K+5(r0zrlG3L8C3P38tB<wRo$PM?v8MRa>EoN$
zuAGxIJtKe3lEUXdywN@CYQEml@Pn@5lCJ4`d+R-&_F1RCqNlszO>Z-7z%W4ewA}A)
zy!@u|Ouy#)e(m=_-+tZg{@!}TI}ihd|Ndq`Ag~Jf2g`;hA=7~_Fe9xSgB)NW=<Y@o
z*YoGk(MuT~4(?6)>8GEd<^gXsZ3q-<(dt@(ph)U%)OI$46Fadn&=KT=5L04a+dJC;
ze*FFFXz0~E>1+DoP2-WbP2cvnUG8ta+E@2oPu+!1h~({!oqA#rz&pw{psxXj4J16E
z0}qgJm#(F=sidv&S<6G9@2`~m+fFw?@1y2BuQbo<_0{b?8iX|9%MSlmKpAiy4h=*`
zbipaDtpW6QmhJ6^a$C9{ilU)lqebT(QrB>u{r74M(Vd52ikc6qdK;bsp<$~&1nt6^
zP_dz>d_z~+23^TUZ4qiiTjBb5)n2r&vk2<(8dOhdejm}#wcS9x=;uNiW>pZ$z13Tg
z<bW7tZOt7`ODzTn;{!72y+BPQvkkQ6VUf7u<HJV`E;Zbs(Bh*9mjZna{cZ?SgYb)4
z#sg#Bew#>ezO?7(YVG^pV}mODj!v=vH*enH9(%^2WjL$C0ftBL>iDgY16SWv4_5;U
z*SKq7a`;o9gJJ&$sD{_Nr(4(4R;VvKqA$dUf?mk21o~o1UCGL>;&uAU6T15Q1p5A$
zaxZ4L!Q@cdq`Owp0~_{lP6rIv%`ueiaby2a4gKf-mwN|-ETF7js(kyrWx(FhO+YWE
zfMZNdt+vL{9q_X0B}D%B%`JrUyrJoJtp?W}zAx!JThjYOS=Y6Sj)%2vW$-)@!}QR6
ziWCtIW>Va$`m<{jKwks&!nh9mIwn?Nbj9n&_JYRdSB-Vg8Y`YRm1Br|m9D;}3xoA^
zo%ro~I*H#<*HPc9tAV!|mh`5ke+KuuJChB?bSAR~3f$}A?7}7y<vCFAdfYro6gHl9
zBr_cd?xo{<(Sd?I2R8>-f_p8TU2I$#E}lHLz}rJWBYBW*sjjwI(;3_gkcM%>mrf66
zdx*K7B94cc!wThk$a!qFA2-aKC2(^Nc5@E*VZ{Y{#|3yL2J%vZeN%&c6aBqY1->)o
z;u%s=k}pr~?iS+Yz@1`j_tj97FNT?oHg>0ar>4wZvwGL|ZQrh4vpYFyc9<+tCQZP-
zN|7QF#c<d{x|^Q|D=1VFJ8$mV1@qU3tI~XZWO#%@_jhLm7>YvnwzQy9$=;C>nbW5&
z$xP3S3{Ugs3hAz1?sOiT?dQc03X!RjGP2V%vejWqF9y?W)EN8G<Dxvh7RVIK!&Hl9
zvRQ(FnF7B&dB`lKFg4UCHk2E$;H5?Q=Ol<`CW>dq1kY0X&k}jh3*ycX_R16U=E?c<
z!u=P<fqNy((`8H3Lgys}<wW_UD%goKM!cL69ZFM%kVJkqK5S!82GVh%_Yx)tj^`9F
zFLN%}oXIk#x)OS?o!tm$=do1kBnHEjPB(EOO&~i@fX#sBJlV!{h^6tDPS&HK_xf^?
ztKh_8Sh~3wJKK(Rv>roooCH{9P|X;w<}`|_qum7KNne;v8OESlBhJ@m>UiTxLnlob
zGR0_wjn!laTNBW)wI#d_6C7-fK$U@hG=<D7Qst`-<4J@}KG%`qYU*S=77cE&I&hfi
zM01r0+ycCvxbBvO(br`%hhgEv#y|~%dp+F<?)CMs3h{LgmoQ@$+!%D^iQPkdodUR4
zew?WSA1kTQNiCyAshH6?3m6D7OOE4bBnh%ogvoIMDwzj{#QE|Ze7qb2_%4BdRDV9j
z&j<H3z88hfbPx*Ib7rN?os}9A%th!P`tp!R!S$pC1^G#3V9|*1D7YBnV&mgs;SE#D
zr82QxE>@|eG12N+_#9M9l}sKck%@yO{@wx}+uz$Gz?&WD!wCxX4V8lYVp4K*=ggQf
zJ1!w!p$>z98X^q{miPsU`~|`Q|3H5p-^a(-S0EHB!y_`M<)md!6G_9kJ^?JQFUKcP
zAPR%t8<Uisnms3L*1~y9*XD2Av;OP-OY*mF-GB7{%aY6YAE(cm?=M$@dm}TlX02Gc
zddJtB4;<XI?*N>==x94}>FU`Vw+?)FX36?Zm{<XmL+-+*`8#&+I&ysPvF`xAyAK~f
zdExSzD>qJ@zXa_!GBM5F%h%k_*~XcQrnV5dn$Gq%vvL?Ra{Rx2_SN4$8uam?p`*qd
zQ<>b9X|rZ8S%qP3K0>L56ZNZcMt>VL^l$(6`QJYNVzjY^uQ)7m`mCIV%hP7%1u3JP
zS=<rE=AVulKV*^#^j?aWuP`DeBX1E>d<E*L(72?fTfaVZ{?gey5Ayfyr}F#<PcRue
z$$X@d^*B=pTPg<~ZSk3Nr{}Foo3R+8F55p8By8!-9BE|p<rtG8<IHWTp0M@it=K$w
z`NpK_^LfEaOA>R)c=M0G8vn_#NygTcKjq#5SrW$4F8#}w&-3%qE-=8or;oiXds(9+
zF8sY{xK~ttzPjeTw&h-V;gwTIH?3VUJ2xkDUH<aIm)H9{U%qX-|F-o<#6k47+|oDQ
z($wFpuYOWn^}Mm>nWpY%ebZ09E%)BE-hQjO(cg9nKH>iMANo7)z3Hm#glVm=yt2Hw
zthA)Oyu1di(b&+2d<f+765r<<^lX8A&})nvv_L$973%Bj@n^rfx*Fbw0|yR-hlhiE
zA3b^mdNIHfP<p@+i-xZ@n1}1@>uPGM>+5SFC<3#AC<ZqIs1+d)c(As%rmn7bVEii_
zd-XLnc(sc9nj&4}lirpe-?W_VYdPE5a<i@OW<$}L>euJ1OCC1V!mf#v1wFzX@LIs#
zKjInuGO#_gced5F*A#0Cp0?Zv-#+|3)fYW(FIs*s1H}N<yS2J*tsW|3x1PY=E*K};
zJCWt9Dc3jL@2orl<7jWuVoXm4TMhs%n070{pBNP}5GgRwU4;g#_o{X$j0Z&3Z2y&h
zxBv18o*LK?n-k9t<hBtoT)6=+(O15<uk81W2r;PJX;6CKRB!7oT}8|$##Mf3zr>Kc
zP2B~H^~KwCjn4s=#MN2kAavm0qDKM+5ix;r&!{)JH;^w8Oab~e+yj8I70?vN0B#M<
zn({{Ni@FX3LA*cN%Ald0E9r$MjG=OX<afmTZULKPx5&W2sSkDwkrup)2f^XsUfl31
zhN}$kHu;MS*b4i>?}?rC>g)Bj*E>r0b(aut+FRmX-T9_sJ*+aFCEGhHzt=Sv5>v4M
z>(Cbg6Uc3NUayB{_)bfFw*V5xe2QyTZywYWLt8Mq<=s>N4=#W<@rIl&dvmplnE6t#
zf2${sJe*5+;Vc;0gN@pHw2!@Rc?Ir8U)zAcr3wSq2LKoyZjA^zxmD2#`z{j6pwr@9
z1EVM^TXYyvVJOUH!#N0!PdKabTEF`y<7DJyao_3Eu1ggiF!4Wc06DkTXqsx<>T0xA
z6>a4hiwunyKHl!$PQuiL-_H=Q-J+>zXobNTjh~n)^UvU3CW-Q{SR@LIMD`#Ndapt9
z^>iUa@BOtP_L5l+BzHS!hMlvU9f@X3a)adSM58&-AOSjAx{&SM+#&jS2Jt+D=wyz&
z3(J?qLpG>{=PTrR@o8?}RH`4H9tZ=0yIUZ`HNcH5WV$N(o@!r?)YDDOq=Ygl5_cC7
z%}M0y6zb+8b90f>ND2lu){C9M<3xKh!(7RM)|T$$#+ZNn$%KzSHydT-PW4Jkn7L-v
z&V75n-?#VswQF`QUA%euvaPFEe!V__&$6XkGScR$m8l|ORBZIL%^MFKJ@Ui;eW$VV
zp#$d*A3T3x|Ct@zj$o7Y)Oli2v?45N@xqOJcAxz2#FaDOUq5;5!ijIses|*hci){q
z{@q#3COCHL^v<2TXHCxu4GeTPF{Mm4iez)<iX@9drSnCi96z6&0H66`A#>CrX;OZI
zoR=CIkdr8$pQT!qt<Fo9E{GK`j}os`1}_%-=1KSqRe~jPl9lPoHQC{-r-d)i2+K<h
znI7evEcb}U++iU_B_ylG6orV4(QKhYXQhm$408*WkcC30fB<_RzLh7(jKwlxvP?N#
ztH3}Pv6wEEvP2>}-^Y>bVU5%>CdGtgGsekkl&j-J51JXDWB2c_1ILLJ#|ds=QL?cs
z$%yPUiR3WB)@l@@$;?fLG2OtuwpQk2CXD@J)QC?;4gX~9=r6{N`EvA#L8C{0F@Ee<
z2=%3q%)GfyVj)u{_YPP1sN`PK5LS>smB+E?df51I>;-%mX^4AhFvH*55z)bJq)9Z=
zBsSfQ%bW_U1B+^ezBY<IVeUnqgH%9?lzPO3aUw!lk^mPW-(Kiz9~uPcb&FQ9V#C={
zDwYB#0#bTxgjaH$e`<mtE|M<}rup-ne7zlc=-p%4d2^hC0^CKxY+;~>z|Y-}=N2aQ
zpEo;WMozM?57WuP+}_57OtR*AF~#EG@QCoZgruaD^wji>^o)$O^wgx}g!J^}*|Tz%
zFI%`}(>mmt&7C<TF(y_LEaI_w?i3c;!Oh8<YB$xz#=@EGi2VzrBNFH5End8MX+~y7
zc%(`w4)h7|<odXK!|WdHF9-_s=6U<@`696-J}GI*@)e7gERTqe4;INnLJbiLky2%h
zJUk&PF*9rC!tB|Lkb@SHm>Hcqed+qG_g)lT|LIxU>^w}e@RKQ|vGFOh=FC{SZ054%
zvzD)%y?hn)-V;AuJ$LiYfm3IeZrFm+6|g!aO`kaz;SpPQY}mOMpo_5?XRrSF!;g25
zoxO<eHe>~p-94u|xRBgfQZ?Mn$%rp=p|K{LS^<4wod0UXICE=9KcO^l`P!A6b|g)o
zjlMQJs{2SI^M4&Y0?_-nPY1*55Rsg*aLvXg>$gl_xD4~!oS2+1#~Xb#e9SmYTR^WO
zF>Th0H5>OGTDIkD%xeSpF5bKydhZVp9)ErORG=!#f$8NDAn}!i!?KI6v>A)?mv8)L
z)z*E$TI4hMNnqGev3w;YrmrL2o5J=Fl*i0myl&;@z4KRXO`JC0J6LH$VUIPnA3DKe
z_+%?5hR<K%USj&#JMJZX4&Q%Qj4-E;#&S(*LG$y1hKD6hkLtCBuZkaj`|X~U%NOTN
zpSCW4W#Owk{oQ5#9nbo8kNP`)?$kW2t-Si|>6uGcPn<n><oXYXe!hF6w)lES<HJ7f
zlm3p!Z`<#pISxMIxB92u+JeT)$4~B^y?Wu>Gv6OSckUcw8D688y1qi+-q@kj07`+W
zV9@K=uV1=!>BWl|1qB6n@7}p}>&GWg9s_zGK79B-_d?AB(qIz<UIBW+y02cnynFZV
z<;$0@U%v)@7yyjN2jo+H*`Zyesj#pRPoY1qva-Coy6WM>`<E{LaPHjMo7XN>6#j_I
z)4h#X^z|2OD=t2Na^l*#t>;f{xpe;cPY>?_*^$Zx^DPly_Gg1Ih%*Z$o9Q~W4IOo_
zTAxGI9YEjT>b>yvRwLLzR}1t-PEloB1u^vl!nMJP(cavlsUn~kN^dbJ6#Y}1K&`)$
z>ehDvjK^U}{ykDf*VXF2(v`hMOAJ;AEZ|4t!Ll{jgxKLP6ur%`XJY3>y$8>~T_(m5
zL+mAzyGmCPZi?4=2FaIr1fp^AdQ7<MYAXfG8fezQzJx`w6CV|ZOlaCs9c}G8A|K3f
z14iPbBuH}Lh6PY7%q{SBH@0<DwRB)20G!*1MTK@}pbJQFFkTkcYLH|0A+kc?1#e?N
zkeG3g{X<N~J$?)PR=5YdLIM78!+-dQK{qzI9eR-Lrzu8YAYq~|T!b?byfb(w3H~oy
z-dVD<qw&dr)#1MkeW5cJG!Q2On1=8nWt}Q{d$sEA?b^3@YWgsw8>6~ET<8CtM*yNY
zJGfiZSJw8Xwet<yW8oRX9}L5JD{-Z$y`{db7G~WSxRliN9P|s1cUe=}ukP*!Tunf}
zG|=}_Suda$IxQ%-vV|B_f!UE*E^O?;gJ>=MUC#;LYJ&oQwzTt7Wz+4Nnx_p_Ma?h?
zS68>yAd99ExZ9;MXuN=49GJK=1@9Kl%`xJ=p|Kf`_i{AW4U8lIr*N+el{ru>7b?qz
z;^9JJ|5D^%p_j;ZF!&tU&Mpi)CpQ}hHybCKt&^*bv#Xs8-O-ii;7YP4J6n^<_HM8@
zcth`H2QesICdI?ogWz5<k1t?*dODNb5trcX<V_~|P+fc|&fX+@KdQ5g>#p))hjAI9
zEUJ*^6hyWUCff^9E_NX<_7aMtoJLYHsNwFeDmRLp;v8ac<7G6-`t#2xeLToy#6*%E
zT^tgXnU=S7@ut-)cPyH}e*V0*ix+NKv25$w)jRPZo>D22{e9(fX*_=1v+Lxc180wa
zd+Gb{uAe@2<J8G(2lk!LU%e|QdoflBlO@c|UAA%E-XjOkp8fvX#j`gqU$}Ag(#^}4
zZ(O`|_0+iwhmRfGuzr1dQlh}y%gJPltFdt;n>||?vPdFXAjTjz-x&h_JQ;M|;53<U
zVwg{Ignw3C@XQqHtmM$?QG%K3fJN%yWnn=JMf|y9pSfZFc~K!tlEapzDHkQn=f#V1
zqXN?u-mxNvN<fzSIfnW>DnP#ySA~SC0{%s?qoX+CYF3z>E*4V)1&-c4D-L%mmuu<k
z>mZRZluB-RI8UMA2!m+>e2npR<gsj66cco}5#hZI<d|7|v8-6GCTKAuTnA($It9=>
z$-!n6QpoJAN7-79w6qvzZ!?xjw{oXh*;tO7H2%vG!~Si^;C~r5<llx5`Do}@9}OS+
z>DbX<ni!98a)9J(4PSvc*j+C11ouWLeZm#IuuxB_h!q;*E)8LZNj$^?8jo$mpkPME
zII81#jL-05PUX5=z~2k#CE1K{br{2On<DacLPuMql%*D9&a!i`k6kd|P9ku|oZ=WY
zJ1&A7iM%o)MJl95DLIMJzR9rxkxH)sA7?KQ8$K84OX6{y1O4b~ML=|Th*IXSkYYq%
zNNQqu-kj`=)L0L9vXzCAy$y!YIq<zbLnR@w+@_?aPeT;g>^XDi&6_iK&dixP^XAT4
zy=vLc9h*;ld+^Y{Ju4P3N=rzR1c|&oyjiXuZX_nnnMrYUC)v5NXgrxHJUe5?y0shE
zuir3ZMs9R$geX+thkP;tCn&^Ep^_?9VId-+Bs4TGAz{wEylp#n=C9v`COJV!s6?ic
zqA5%nB~?U+DxxFM(KdS#?7hOUD1Wh15u36kf6Kk+h1VYboSZwG8!Yk>OEH=)etK@k
zyu8%ebJFML<t$#hV$1d;=PsVSd~N5EWAj(%BhMjN5gwkDmOg79X3nkLydCtr<G>Mc
z@8#R~Pn^HJYST6huyA3pA@)+49GN;s9g~Ov2XHTJy|6lb`sMJUqbArmQZTn-`MND@
zx9yJ4%;g1#+EU%&ZGgk!Z_tE49c*IjoSZXf^|swh)^E+6w+N9APAu-w$tHuwPBOM9
zA-OjuD|g}g&D#ziTe*F=EFndnn7V4`p5s?<UU~d<=Lv#)T{!$eMYJM53x(9O#p}La
zzw5}lorm*QZb5umfHWFWy}sfIPN1AC2*Wa>%vNmPv+<jw3s!GK-~;k|$!vdHSB@3g
z1NT_}uW@hZ%a<>p_s*CxBR@a?`_tc-SCqDQYJgsqZRN!DqPCK1UG=k)XNQj+Ua@jT
zPEO9c{MCi89=+|Uf1@waw>+(_xcmI)3s<l1KXzi<uDx5ff4y<<t~JLGZn%7A&(r&-
zTWaq2>7KvQJ?m?K+S&G`q597AN9V6!Jb3cZ#=Se&?7&czuXpU(yXX5;Cm%idv9j!i
zR#Vf}*`n{zyngj!*Up`5)~q>v=<xC5$9M1Ey>H*%ix)54zI_Wo`;L1bKYol6zF?RR
z9WinjYVhO7kFH(2diLD8qeqYJA#UFsJ$e+OXC)=Y_#T1etJAetRaV`)b$k1^?VC4m
zx^UtAjqBG=oH+i?H@i1&+Jxi$+^N0yt{-`R@7t$$4_&{y_tbZr_w8J~eZzuH8&>T<
zu>aoudsS7HplBjeOmC2U|4{YS>of??)ppdCLqBhN@VNN~B;TI~a?H^0_Dpm4h30;V
z_BjTx)e}id&z?3vE^K*Kr71^u9-$Cwn>)~l_)h69hJ*B%yetD&AuYD2d|h{0eh;cN
zA7E_oA^dWWMz)f5Fh$_LyEq?>Z2H%$QJn>=kucU>JWwTTd&~aaHSx!OiQh3%!0Lcs
z0KV4Fr_*2(hF^kc1FYOY=$ysdIx0`=HD&k;?;t=|r`2gO*{Zd@6(i;lOj_4gjoGhF
z8Vt=KV#ja;f&wD}z`sFX@T!5F2WIo>Up4jIuEs=wUq%}f3B#40Xl(-<d<d&J!NE~s
zpj_++d&UhcjT;v5T9AJ~-0H7C($d_50}p3F-Fl=<{oGahHDP<kq(6w^Kwq2!6fN#5
zTBonQ*3nX;Yisx~k$iz_5PLBw0qtx^wD^!<&y@Awsq25(@b*R(F+kyu6vz)Z{2%tn
z@#43qOW$6ueEXoTucWnC+cjXYfsWdRs}FzI<%%R;bj2Fxqal|DExJf(!~hFJrWr0J
zptbE;wf26M{$X`zVM7PpyssMcU|k5m2-ARR!H}o%{u!Bpb<wkiLlk3lE|quOsA{=e
zTlI5eS#fJQOvShogfTbGolOH8FMc_L2#r(tb}g=cwZPIvoRb-P>niG-Av?oy@z3F2
zSEh?AizuoGnJ6|<6wiU;kSRp{%Do;=E^anR?zMBZc5t<Jq*yyrZJcQiR9A4X4Y-%$
zVn=gxVRM=OTvi~R!gY0|yV_IS>`Cs9E;L(vhbg9ZM#dy_b2l4nwv#=_*}>D%2Ivb!
z7JIl!JZNHfN)XjaL?iuw<h^xRn+v-2{mwb>8Qb066^grifFL120zm@=cX#&!r8pFd
zyOnxNl~Q+ifx4nC?(R^a^R1BX&bB#cX3jT%yyxV)FLnq?NJ}>TJ?mNbS{`~7FMX;D
zMctL6?yFDr)7SRW)^O8Mb5bR`s407EX*d#<G<kR>f7m3rj!TeBLQa~jp>AZTZ)<Ao
zWNc(_Y~)~O;%sH^4z97b@G#J`QCBmRky2My)WN4dUQq$QG5)^Mp6=n`Vdh7d5C>ad
zJW5SPUqy+gt8HOn=IZJc=<6Bg=M@^@73}W~4`*;-P^fQU5L}>ER+bcXlDwFxDBDI=
zK0a?9T8gb*wv%(Vv(q*Q+f-Z2cw0t{y=jEAX^@Mt4?F<&dR}%k4{NHMsk*n3dMI6M
zi-}H>xk0?8VU)RUgtdOG3nSLmEW*Jk*j6vVTF2W`(~Y5KPgk_mld&|A#d?>crHZ4q
zs-umny^X4aJqgh3>Pm5Oq1fB2GZ+d622wgY2sD!f`dV75*#jEwv@9)1mS$>pmKt_u
zWD7&0i5`JYlQq<qMu;xf$~2iiTYd_X#MFf})C7o#V-x(75dR;fCDs!axHZ&8nAu+%
zQe-u8A_4y1O`MzluwmW5v9tY=n{y2x_c{SSHeo?_NpUVktiq{@q6OGcj{uK>gAJP0
zOhW^#!-8x=0<8SK7+$W1F811pQ^WTn%CQrqHYm$;&@@Dib!8a_@^qRsBwtM;4@HF+
z;k`D-iYTo>l7o|_8uEKhXcBZCadSf%XB#zdSDgSa10OeCdrL^)_*5^*$28d2%-vBB
z$!rvLak?JS%1q12&d}f6c56&v;+BxGAdjd}pRDxw{Oq*!lsI2c7oviU5FeMElo(l!
zNH@^4v$gT^@(PcLN=Z%6&C3S`6&Dv}XJuw>-&UBPU0qdr{K&zYy}P%krG^Ivxx%4p
zYGq{tHP_L@!3SAos2L0MkIqcV+flyf*pU<a_Z>({O%4q5bMt_A!WO;35m7;LTQ_fs
ziw+A9jfsiL%g^7lZ{LZNrz@&<I=gz(^yzell?4J5oIIV}q4x&(g+#}v<v{PXclWn-
z^NrY=T6N%P!~2$NkDmH(-lAh>X=LkQ@8cI5pSUGsdvyA?*ln4KIeD-;95{6rOKk<!
zdty>EkX>fs?2eCt(Q(N+1$h<KMLYKFI&}Q(wOiNjKfZkDLDl}lE<S-|nxUdPMO|AT
zdu{Ods#EpEWE9!C1^@iRrhogx_we^h$Pq2<UAGri<d#=E`39@&8H+2baR^JU;o$qf
zkbM8RR!~L}+?!juduwJMa)wPE-IQsD0&<F660#yns;c^QD^I_W_>{Ebimf>XHb_*9
zh=$CI1hd<(-jy9XrcO8GMeQTq%EaD_ZtG$19Tt<8pHZ?qvt&1}*m#5(Sh<31>9(Hw
zmM*vha(crPvMLUo+;#L^TEPwk{93vO7}>akhppU#Y&}Dwl5_tF?!9o~d}mk3JVH<B
zrw~U55faebH`Dj_)7#o}wfV*Qaa-d`ON*PE-!FfjUYHr^{P^n9h1!bp{FKz#q~t9{
zB?Xn0<;6w0SsBS&w?vi}ZUg$xjJ)|g(>6ER)YtRy!Tn=J1*r*fQCXQO#l^W5JIV@6
z3b!U~O-f4GQB{8Z>Y4uTmrHY<NaTIq@E|EM-r3nXz&{{7JUl8YYWw!g+S+5cZ{Gs?
z{(^g<4noK4>F&9A?_NPcK|(@8ZeBqt$^|Pb^Yin!Y}t~TnR)5brIwavxEk<p3dG*C
zXU;}PN5d?!bt}$g<dm0};|-slo(@4fdUIGpTx5QBa&bX=R#sAOc0yHgQc-qnWOyK6
zMsaD`rOQ`<zD(}@Q8oHoJTo&nG&|loJ=Q!r@~(Rrkr!BSyZ3UW{@vKC)~OGjGi?Ji
zU4UMMo^{Q9d^i5|_2`r4(f41ucXDKUqJL)S<y`xrzbd_~kl3E;rH&FH)@)PeWb^jP
z=IrUFyqV_W>6RU=y|b^|XKnlDIu6Zs9-HetKGRV**?tb;W0=YIvor0-W<DL5ZreN4
zx^u3r>g$$VQ|^2dmfeyUJ|zBnMea9lX-u1MDV%G{oqhd{d-pP5SX(h_J|^1Fj|?^q
zjSUTs4GxSB^p9fgy|;U`yM461c?88+&7C71%<>3kq66~+M#Y6?@CE?0gjxI*1A4(L
zQ1$U~esO7Xei_2uz3#8Auiy$)2E6H=1{nOBS6NTXG9=)sSi&#M?hDlyx8pnh`cZ%X
zEqFLyD$<mpAby_dLf`j%`yR;Mt3Hr@I5t^=82+(@`S;)VV0x_cZ@o|c{@Ve)SO<j6
zc&}>_&<nWwHLPNh?d33YqYV~cK<_WyzrVi!|I}Lmz4v>+Ak?CNW@QSQ2+RX09IL|S
z1kL|v$Erx>#Y*hgezf72tVqVj;YL<x@mKQfA3-U0OaDaUzzjNwA^hT)0>%cgE}9Kl
zc^Wtk@$GLLKOG#H;LVBSvZvkSFZz4m40SY)w0|1!>YHX}HB2u|&3&FllO_E8tY0QL
z9RW`lmONR=`|U&oUI0uENH}@l`!C7wWr@8%k$g#zd{<RpRhkM@@@3BInj1dCrb`C*
zO3RaF6`}X4VJilbFF}n&AQ5F$6s1%YrBzi3npz|SEp<ax^cYL4NDIqI3W#GxTv|Xx
zjGIrCi&u(IfFLZQDk({pmLf|_Xvs?HD#{tFDp_c%S!t@7lZZANs-A{4Z$n*2O%ldO
zU&r4-*ORK{LMAz?D7%o<{An~dk~)P~Kyn?s(0U#oHentvNkM)&aZ#eQq?(KrNmfc7
zBPT;vkk=x}Y2v!L2$7FR8uyWx)gY<rYiSsRlNAXRe5ypCDx+ALNK=s05*1by<d?@s
z8A+0|B2`^QM_rk!PSjLYR990bYiLl(T2xiY+XRBRpr8;3hwz3C>ViT(y80=$4%;1_
zb6i|=-CQ%B9pbFbqHIm0-K`_MZGt>30$dsXE+zpkreUsTu`U)#PL^3Nc12#UIbP23
z4(8GJjIHiATRm+yyO>2dF=;u>#W=*-$k$%S*^FdstYmGhU`dxZGm<qmlrc4uF=r6$
zY}K3`HJqF@ZEV!&bXh>Jrluf;0>`h68G~qNtKsNCaj>H}*->2`bX;t;?HKClYctlB
z1N0(8jI0cM1DC1-mpYM$MC2wC*rmn4=i&SvKhM7@5ja>4zvc`QO<R_%CZ?(^A}h_!
z%MEYC9|ic<i3qWai*ljE0&8xf!fY~<918N>DnvdFk}!=T$)FS69CZVH%t8aLF@Zj2
zKJIik2b!gcGSYfg2%IVe4oy{lR9DzARO~I(tWAh?ZAo1XVO_EiU0WP_ud@}&#ai9L
zOqro4ZJ;Hhqb{JYC1Po;;A}(oa-q37QZ0;?EKP_WPP&2Kj9_02HwQg!vLuNpY)DhG
zVo)7z41GOpW1|9MBLlqM>_P%OOAE59D~dBx6FpoU<)kEdIoV~UBs58C#)gJ=C?9jj
zu24j3+P1=?qN=K@9Xl$EiwcSga>|PHcUPC!9jyWPW+W$t1q66GyE$6f+cIn&5j5Zy
z6zm-y;1L=X9G9C>yr=rWiDM@Z>^}g(I2d6MKCZq2uA5_nlTu>Swk4*dCdS4_r>3Rs
z*}JFi<f)UV&lZ=KTiZF3wRH3hP2mGZRfLOY046Xzc3W;qdTxndSd3qIOnP3)p;PCd
zH@025|JXM&Mu%ZxV(;YS9~hpPoRpiFUR<12UXfc>U2*U*_Sz1exsY966`qjn<Qr(~
z;RC%lDk&|etg3upO~t;N{l`yUxOwl!gZj(2A5`wEarE+2*D*kjnFh^}VdG?KWv`;4
zgT1y*tK9qVfB63U4V=;nst6X&DczA%R*ix-1eYPeflE|+1E0vB*to&HLNba`N!tpm
z_eG~>x&=jmd&!2T5-Mb21r-@G1siQ>C=N+TNiHaf$;`3x@`G#s@TF@H-ZcSz^Y`p0
zQ1yP`7nLSytLdAo>6)RHI3#XcN?v7pVRckWuBBTb&CF5H(nZ(8nPOrG^kqg=q~ul|
zI$eGE%$9A1kcf@#y$o&K(PHcx6oclA#O$(vh<kA)l97?IckdpY`iBCHdHep&)3;Bb
zym^ATeCKl2o~qQ0)aaP#($Z3JBh-oc*@+MDU+vtv1DpvR7;Fi3weCdi!2^49b27cX
zy`mxlFQ4Ai)pCD!ylrx<wXyN`snfe+w?u@51Qr!!9X_=4<ms9NHC5@UF`FX;V`HMK
ztBOB1-Cvn+U!3W#e{>@xIKU90Gl-H24o*r+tgNhn4*`aU`ue}>y)Rz8fZhut0^u|?
zG~fk9L`DS#hZGbQA3SvUcrEHKcY=HIr-PPz{rYuydZGH_PXL-gWxvNFXA28+#7Gww
z7UF@}mD{nSDm695&CS&o36K8%K;Z2e$vet2PaMpvsZL9Z3k(VJMr>YbSsDJ|^Rpvp
z<(Qr5m>F%E9&W^-<CvNGF!XW;Nx!QzGf+R%cW1RS@5X5Fl}~-A8~e{U4?g%b^164j
zWoWu{WM*J+h6%l>czZq0>@{v3`+#UrRMJ5noEdGK?Yj-Z@N-KB%Tmh}R8a}h0YSBB
zqNQZGrL3=|ytlQozomMhb>G0p;{%^gew*RW^V5BBYuuk1fJ^z&NdL2;zL$f2FNS)b
zjP~3b>%KhJd11Wc>{LhHbo;TXkB5=RJKIt@*HVgnvw5aCT!7T#nGekQnvnKBZ|bMh
zSUS~uV7jGx<_(jRSM}b#Fj~yxwYBaZY(LlC_lgyg@NwuP2Ik3@p%$D+em(U1?a<rb
z><C~nCw`g$U?x(o7E<Hqiwn#AfGZ=j%g+avuXZp4yI{FQ%f_>wS)2v_Tf7Q7WvRY+
zEbH9@y%)FOTi_f0tw-VZ0p{0mm#^&=BVSWS@VLKT0MA&$WXjqz1LH&W6J2$4A4@)e
z%7@#T`NQh2fSf+xRyEssYG$PAzwh#8byeWRI{I*b%B#RFKo=|xm)ln!^nPg``-1S^
zYn}falY8-3fj7pbb|&<G7-d2)488b$^%Z)5PQ0um4iv-yeOLR@5NP)L)$l8zFM4p=
zAhHf)`+)f-!J7eI-_C*25B*b*yXT?e{`Bu3*KrJj?+XA14CAMR1CwWcb8iP{8V9G^
zhLL#Q+cVh>jdy5fa15JkpQqt6USS^1p^b)VzQQ3nb{YOwsyRz@MzX}eLhsd5R{L>O
zDay>D5>+tTL}iT5Pe)0asz}t7Q`C@Cq+qX2K~-Ij2<|1xtE$SWDo85HiYZ8m5M;!a
z6lKYZavE6Y788`ko;DvlKR-LaASb^tx1b2OfG`)Y2p6ve51%w2pDaH=K~O+RNPsLU
zZm6tirmo6RQ?^i7wWn&@YLMviGRAT;b|h6-ElpQVO;-&K7j?2LS;LE>ZB0-jtlcQ^
zhqdDDLSh24LIU!_0!&^7`bvr`i;E}$aRIu#+*16!G9p3>V#11|LJGK%hf@N#ONy(2
zkVOOuxCLJo7gfS75@O22%v)q}BknIJO;VC0E6I`+q?BdF<z*!06%>>eh^hodB{>;c
zNnsI5K0F<tu9R$mp>eW}W12NAzRm?+-g%xL@wQgc_Eri0Zpo3p$uR-j;zM#%H&^B+
z9jnSezq90GdEvF9f*ZvJr?WG5#6}iG29?A`l*UIE#f27b4J}RzFG-0gNe$1A_umqP
z3J^UkeCbof$jaR6%3L(62;ES|+)UBZf{2eshSFMEf@rKzTP>}i8_C&NliXZ%eZA=c
zzNY@(CSET3&ejwwx-!IGsH|G50$^Rhr=rY8dC7IM5^JSIzY`VwJwNyF*f;)8MDP!&
zy>NEW_VF@C8ki|vnW`y8LTr@`kC4DRA%XSiCRUIa#$FiEmz!e^$EM%&^L{5LvQ}1V
zqoO<~>WQfuq9%q4*5>MPIJh|IxH;*fGtSdl&(TH`-NbqnaU+^Ez}3~B;_ae~afL2T
zS1_hY(zPYb^rRikm0fMf7#8;ehRI4?8boeAEm4TWb`~UShAND~uuQnv=>&S2h56gM
zI~t;IPFY?+pQ>c6Ptv0*)Ah&>)+RRQMw)6$riQv1DG61j#n5cM+}z}(rFc0x<)q->
z&|uI_>=8)k;uaVf93P*Uot<4;T2fV6US3uV0dLRFila4qFP^QdJ$x`TB^li7=kDo<
zxLx#MXy`NaEg1Ufpf)lyunzW($VkbquGm>wUYQ6daIn9Rud82xYh-j_Tzq7FLUc@Q
zRB%XO+}17N-rBml12u=zGq;;rT9YX{hQ?-Ac94GkJ$!;7`36U9Dc!NJdjHY1oT8NM
z!m`~5VM}=3+Hv*46aT1KJqv3~S9kZ2(1^sOZN<gaM~)skd#>ipxw@-2Za;f@@$SRI
zoqNE#9>L*Wp^<P6z~OM9?#!`smk*veQ+xi(o%$E|p1#5pW|vej?3^I>qOXl=U}ELy
zhN0>kBgYK>-i@66$a4SygM{7vLP~cXDBigb9c{`~edxV>lJZ<4Qa^AB{GUIs0|qB$
z7gist-Lfs)Gc?N1J3!acPD)J^F%Bd{Q%euuh?I=X@*TzdYEp~JY<&Ygqhe9kcK6MP
zD^H$b!HuYEw3c6#M@mUVQA0wR3b+m0lAd0)GrMB{*6k&rS(>>cZY1ejC}<g}8(3Po
z2ZbkPmFzuUxa){-R1!ED<&ercrZjUWR2!SS_~YUK5ch_JgrJEpGBOg*Y$*MhqN2jw
zg52!9Y)ndeN?1ggf1p3^#^PRxX4t!U|L$#BSs94;`0-;89^C)%;lsx^h`~><T&RuT
z8WR~7u)AX0!<$Ejd*6->wmf-!<LI#ix%t`U<@t~9p6qP7)7}24@y(U%=c+0Tw+8sS
zB__naeR=20VlUz#p4HzB4GFNewoXn?t~q$%?w#B4A$N6kc6N5We*Kz7t)Zcz@cIH~
z@M7BA+YcW;oW3n1E<O>^d-vYGwvTO}+CRR0`TXR`6ZqrAC&ZVQl{Pmw{*-&6_Z~ZT
z1h!#F!5^6~z47A33m{<!2b{z30rcLya;WXi#jf{fK0G;e?POtj{uVzU*SIawPaj`r
zR^ScQ&-PuP?L0a2=?G@_;{ilhA;$n-0wysw<^vs9V{(g;pgYr2INqEy(pE9teST!%
z@%YH=;jyN!vDVh{#`ojT0KL!0?z|a${As)y|Ndf693cScx}EDjyYR6Lc3kG(890im
z^p-BP<W00z_H><X>%G;~d*egzjmF-ajlH)U`|dUNJ@_{5L(e8AKF&?|OaibcKlM+v
z^^CQ2jWl%)zwa7)(>wHfVE8TKF~&yTO^m#o8h(#8G;sSI^!bTK%-rzn>46th1J5V>
zpHK8X8}EIJ8S7~n>24V5s%K93)6t&i<L#HH-)F(%%S`d=XL9dMThZXh-5njLoBE%i
z3*g&;b>9rV0rb8adW9=s;9qybGD&mw0@wgjvMdUae4*At0mcQ$IzG45G`jMzk9igw
zum{2IQRm#pzQ2om@ovF${+-av%mjuG{bO74<iuaC$gCHGk61AqofsR&g3@T`r{OnU
zJr^fh3Km;3m@Z%R*7fgO>Z)33&Sn}v(D%m-H2ZJ4d|6!;IKzJB=NoOTzlS?r%g+Z_
z0KMJQO!U3}zmI!a{C}lm1qr>at6^m@^djPW)s6q3xsrgsBa;IN=4~AL0Q5!aIcyId
zqn`#w`@gX$&=+=^roM?MU9-R7UY4r?3NTU~V18&Gn&}vw>cUB=>50DS@uAs?sRcwd
z%ra+jc7Aadfi24`*tbM7?>wAW_@#tHDOQf-kN*e!?7w&`;#-5d{}tS;sjP-sMPF4d
zWmPSr3WYh!RB*2n@fQQ`)gmZS2;gDF_L4LRDkM2&aIcE23b<EVlprP`BPJ*(Ev6(T
zMidp47vh!T=Mv*#7v$W?$GwS9kVjaEN0@gL5BCOkp7opfH?j+}bBc0s3bV0Ea&oGQ
ziP8x2CTgmdnq(V_ri~`qLRH05RmB0gOQE<@sBT(RcTK9B2E~P>$&iwlU&|)&$8{o`
z1Vs3xg#_e;1?5GA2%^FYVj_ybS6*&OPIgiDjl%c{lm+zSOZ>dj8`cS60K>RHAGZ__
zmjrIa!&e`ugpaG}%X~ITF`|qFh*wEQL|%+vLPS795`GF<g0zghw1l*zkf^kPkb;1a
zfvjRM-7Lk{In~NB%gMbeBz$M&=AxjWg2>Pv8Ogg#viDZzAKY1VWKY?J+Wjx@TxoxN
zuk-G$?rYaOE?#<j^5mU;doJy&y1Z}a<^4M^?yb78ukzx7s!NA<Ts~TTa$iw(L40bA
zr>7&$SXYLu3~iQ6S6j>&!mkOzm@cPF6W1j36P4H%71-2NxV5Pw4ETZVG(Fw){Jf0=
zeHj5>CSXoyYb_g7RfYk<P+N+oDM}&1*2}A=$f+#9Nl|tKK^o=4Yo*1p$o5BNMRsco
zRZn+)cUL`oTZ*xf5>-=DMM+Rrno~?<qnPL>c{u?^g0QSKKZ@IUx!3aXtdSIFBgk<g
zGfi2EhZ!HCE^MSHXJMjZV*&Kla<<p@bkXzoGWPW_a<S90w<I~BL)lIX?p%Kl18^@?
zTysM?BW-absu)90%HE9VVhz2QWX~X)>PkWEB@sAO<k-ndJUV1i6Kv$^${_?85yVb5
zI>A0x(V;Fru4Y=Ql8Q3el~XX(QPU<X8R(Fm?JVppO-V`weX3Sc+?I->;=JuyL4E;B
z@(TRid;}SJss`1}*bJ4zK3=|&5u4M~GfGQJApIRabnwWb1IG?SzpXiU>e!9T=jx8s
zq$kFQ_=4NK-R+&t^i7R*Ol(Z-tmwA-T6A+moA7|mS?Reu%B#yu%M;?a0$l<Ey+Xr$
z;u9lM)3>Ik#m6VahK2<vByO!aRCDt5sp{Rk<CBsttZlS)4NT0etnHm0T)pg^Jm9c}
z@SB*Py)CymG&(*sCLV>thfke<-SX+$gC}005maMSb7xn#ppf9Wxa7RND!4z-oIP;*
z%&8l<8X8;fzIa`>?_fk?3LFlIG7E~?8lRc7y|^5SzUg_z#XI*R%;Dz4hGS<hrREeG
zm|M##tAl&dL~Q5kW$)?@r>&xzCb)M4J1@AGgGWe1+rTF{vTWCZ!X0~A+$*M_$}1rU
z$(Nbx@aJ_>MD^T?orlj{ir=2^5fX{LHk!E&pjS+pL^ZQ^4T(%HC@tB4sPgdfw2}&@
z&ml4fr4``bbN3%_E8juXGg>bw!6OasC4+mZruM;Gw{0ugon5)gz22ePW)5T{D<y3c
zDeT&!K*K9!b6S4MzS_L%8jrB8(1Dex#sp16ATiJv+OO~C<bQ~JgMx#-eNfgHl#rMR
zj>TnL#<tY-)a2A;Ol({%5<a}Wy#oUS;RgUELaD&car>wCx)XJW4jqCF+uGXl=@Uq^
zslB=3)|KPQiCe-#{0g&TE}p9H?RY&p-1*{pJp|ih$B&*rSKIXF)?nA8{*L>tZ!bN#
zws&V~lB<(-SZKhDr`NwM_95%+#nW41p@A+gPCIs#JbHMex4UI_dKCY7;a`VuIcDJA
zr%xLon5?WUH#Ror<m4b~JZ)RXp(97J4TrOZn2z>Oa91GcE-)})Ykb_x7Y$>hgTQrG
z5?XMO|HHdiK$wU!UYHqNoE?1g@?lz95*k<VVs?~mZ+nLriWe*6k0v@VH$6FcY)_h}
zn@vcd_mewyb3^s>{a5C@kIjGFfrTdKwB#=|W&G4902=&jc5ZVz(?8IZg$=dY-b-_X
zcPEA(^$b308@$&vc>TlBwGYF$TSuStjx~*pcTVD8OEkyz-kj?=0)s9yB>)bGK2RlM
z#Pa4^%Emt)>gv7IGVt{Mz@xYQ4}No6hn@{he4Lu;pPC;UUl>MS#K25{?^I9Ect`ix
z$KJ8F!Ld)nV;_e`n@2{QCt*MxYe%ig+|<DG5;73xaRr}Fjdo0qv`>tDni&2#KGZrk
z*gQJWJksC9oW2jEy|2eRF3)_(K@>1EUt;wYPPY~HecavFdHTb^Bk;p-&imo_ts||S
zBc1)j{md@lUkoJLRSN;A0Oo{MHkf94fS~|S%q@0JF+;kL(8b~n#H%*{jTB!z&rf|0
zc&fh#dchp5v)jExqp%>4jx&)Ll#ADZToD|7;nLsNKRhzbgx<;Fu92?Rp;l}~HTT^Z
zY$=~<-u}6>oVg?j^zGS+_W-jir2qa5tPcOZEMIUhVte2A&q7gTrNy%3%`5H8_q&%~
z3@kT}u7LO2CceBHLUQkKxFCL^QvQ$mlu5j(CTAIX2Ub2!ei@xxVW!_QgAxAo71XcU
z=HrvY{o_4oVQU_3Y8h<;17lrsWE{s|U#+%ySFm(f1nVI<8cqgg67NT55-+039&|4~
z@BiF9ywHQ>ZaCWKrV-CFiO7(JiRs1ZMP?8;j=FHxf_WH+H#I)RC;!k<80hz3!Mzj}
z(zl_is4)kUud<4^vdTBHcUAiZ14HjsrYI1piYmG)WSR<Md)2Vl2A>1;UPWnT88HP>
z0T~f~83|#6xUhl<SX4k(Oqd`nD9g<u!o@Bqz$?zrEyBKmd&3&G4G2p5egp4D4&L=_
zY=8Xora$}<wZZcI{6?y3cDl%R(DR@hhgjQ$+u8-1nfn?Ud+Hi^XzP1w>$_^`*eH?c
z;__r35vdK#)9-9+d4R7%{IV?c1^wcRAfF6BQ}2}o)-rDwl*bi>K!AifHi-!E$v_{*
zN9Gkld7v^>VrfZL8A(+s$kcf8KxiR(aUpq0A$bXYX(29AK^_rN^f^e#N=V8|iAhNa
zh)D7Z%JT^7Nh<`?Ez<2hGVI-pyn~J=reDY_x>Q<z<G}ugOXr{8yU}p}`oo)-uAe*c
z@cPBx#y6k4JHK>xeQ9l9dD}Gi`rY)~cjNEgj=Xz4_~u3L%ZAS9k3Kfs`}p*3`^)<u
z>aX3ueB{v1ti;Xk?hZN(BLyQp8FN#F6%fI_db$#jc?t3xrKQ%&%dRJ@^BL+(+gPbN
zJ5pSov|SywUF<2&b`%#|=D6BYU9e(irD0>HYED-$(U&!%Nf|+9)sr$YkTx}vWzc0!
z>9Q7PN=^=%P>i)Hq9j#*iiVg5NdyaSl42XhMKNp=VjN<k>_P$?g#|ZBiNoF?N;gzC
zXQ<H)3Hmf?8b!iTSJu{2-PKXY!$sfI)xgt5-_MgC5o{eBVILE27anNg<EHQ7r0wOR
z<L*eYw*ZaH(#V2ZD%@06UIQ&*E4mycUq^Fg8xsX%9SI$hfI5g;W|NZCCbVy$ZUdt%
z&x4vdCu>@GfJ0)8Ux=?gRb5s=T7arfFrtx74XAF8)+t+K5@R>pnw!~KSR}{AmlYOQ
z6qjv@iY2R%MFfzsM%31%G3e%Q&K^+_(c3e#ckbL(cjCnLYgg~zyZzwa?fZ9b+`4w@
z=GF6eu3xG>bRZ#mv!9z=ke3f?jQ!nwL%c(_hR1J>NDTFjj15mHFW7N-|Iy=zYj;=g
zN=i%!4-1Nj42n;P%r8i<s4S?cEXps)PDqT)%FaA>=G28t7pkgv#3dv+I=h;fSy;d<
zY;A9BW=+vG!XB9%k)&h9&^9zh(gHzE)7I59r=;@f`{wHppV)i)C}?OITHDy8{{rm=
z3Gs<JIonD~GD^yJAFl)V*1vD6syP}Q8?R@M`ZHa!K3&7WSdC_&Le*8F=-Rk?qNeS{
zg{uc^Pp4!T=rJs1h$L{Yt})EYzD^##dd3zgXxqdkfCRJO{eBHpU$VA=S73NvS@rhf
zO7yj%q5{SSb|Hz4{Gy2P#cCVY+;-F)KY!~%QcjUG5+NL1Raf(S1(925ZtW4i88UD2
z-kPGlHSxKHu+_UqL?6F;^ZvWWQ@8FV6_zT|4B5qHWl$HXXQrxWPPg|8Ps&a&-i3)u
z&9!t7q?p>N8(J!A8%wHc;|^{ivB~*WRY%Sg?>!z6n`-Lht7T$~+i@Qqb0-To#9VCu
zhqyN)GBP@LOJ-Jf&7ni*RxfAHovAxlcl_*e%$|dLwq<TZMH)~Ou7JkI5BQ}Gl@&`p
z*b!@LY66SGW^ncD)w8FMpRe1syD~E@6!NfVerEK=Q@eUPn~+X`V6nEg)|andK7M@v
z{#_WXPhLH@`{a?5-Br2C3DMS87Ga@&FB&d>S?mD%vbfjN)A{JJ@^|m95B9v88Sk8(
z#`gW-x891-(2$0P`c>{-fd~vg1IjGm8$WgWG<M&BzPP-2{`~f>n>%+_dw6<8goo5W
zx;50_{`SoaR`W$@pl8FKqYJ|gh{l~Ce)f6v+52bba<(S{dNWfu*BvVCZn^$t`Xv(E
zCc17k)z`4NH#E@W>7AOT;oD2Y=a&YKE_Lrha4QB;y1&{BL)sW}#+cc;Fe-d*%UNvA
zVJ@0=?fu+eyD)fay0><```AcV?QqYz;ek6NLr=$t-%gG+PLDK0?43np@~1tEA4{0Q
zWvgN@ViV>Xx6i_s(0zTl`*v^FjrPv-ZJnonb3S&T?*xX8Je`^CSo}PS-Vex42<o4l
z9vUBSA0KI&gxEXS(BFHbzx(od&-Llv+cSOl=11NxFHT@^1+LW9xj%!PuD)An-<#>V
zjG6AfJl%B(9mG?g>SkJZ&wa=M+A(9$R$F?f+X}(GpSsSp4n74x{N}Wcwqld0Z>(o{
zj9Eqf%URuVg9R6009IgeFKiFEFf$ou7Y1jR8^^w$#|QcXLa=fF>lEK_&<oT6KQo#6
z@31$pgf?_xbo7t34~%yYPofEBa(Wifi(YJ;Vt`==muF9(wY0Usw>&UCfB;xPFZ1Mh
z|J{!E!^5rRvuy>iIx~+}kmcK!jhejK?u*kyubG{R|BXO1=GpLxiT2^?2i?pjZjc_%
zt%JL;>j&a(8~=iQ+Gm4b?)Nf#D^Sz$KL%_6%RdMcdOt4T?Zz8prEm7j<c|rxtA#a_
z|4HQFw;u<Rc(G3kqc4^&an1$uFGv{2I#Bd+1idQ8emxq3)%HOrbFUCx6-d=UpxmdC
z+1|+o^s8ZeZVrr#-%23vCB*h2h8Gou$RtGgA+yhMHAe#Z-blb>z9+%GIG)1cJnLQe
zpL~ScjQLk^FIA0<(PobN>X5Wm)pRf_On)y;g_+{3^Wy-0nR>5+G7a3Ts-dZ<Mkc7L
zE0EL(BxN~Oc}b##kesN1tfYv7q^J_;5pDqqab;m)1$GW>fC+MOigIy?Y+T2)?t6~)
z-)~}H$H~vZ&%cRh(|7CE|Hq%!|KC4|b8wqebv?|j9Q2Kx4CwxrHUSpaE;Iv2imp4&
z$j5*YK)3MHHMS;d7>W}#`6Xr9g?QF*aWK<D2~y%J_;y0DH*ibwa!KGLxK{vL?y6}4
zLaqQWlZ1iCxCII@h?jK-K|Wb9FkY<$+zw(yNik&!Q6iiV;=+oO!U{4XiqeAeqCAqq
zyyBw5(&CVOr4?i)<)noqq<Dp8IR$7E3Zcf<na+N>F8&pPn@^<WT*xaum0NVOr0o3u
zedmrHsylMv$Uf|Rmz+6L)BgI^Vpq>%^QW2T?*?u?>bv)N_I=aBr}pW#)`^y;@s<xm
zjc>YNH*~+LA8dKq+t~2o>Gi9p_vCGh2=%vgccM91YdF|y+S_W_*{EBX5e@XDs1#uh
zGCx&I2<8XeVrNalSeYrCn<z5q1T!NAD-)uf841wq2CuIj#nGB<ZKiBtqJXhxDA`-7
zI@^=ooU}Y#sUB|HUhXhR7~siOmAU0**(m5!(~?k9;E|GG6BSu6DDVR>_ZlwFKXbDG
zS%`n5vZ5H>P|efb#Mj%@-d5ApSkZtcZES!7HHw!T;(QG~T=X1lG@Wd<eB2E}{27rU
zRv~_-F7}$X=E`;!DmG?BhM}whRg9v>tEtRIRRi}5Ss2RLnkd+q5X=pv4K#%*DtzEx
zq71vd*ao5uCrv|AUrUBe6w=d@^>Q}Z8tIjl5)~clsjI1|ASI}&DsP~z&M>6;dAJnk
zW)<h=_<4GIIlHDMBx9ARs<bLTCP7n;A|@ySrqrVvTAA5;y7@%HG@6`NkY8B6W5=Ny
zcr}lmId$UvnYs&S>#kflb?fSdV+Z%ehKG4LI$~Wd$kQ*_J18nJDk(Z8DJC^4C^k7Z
zeSh_#GqvYV9zV5f$F8kgwgd(GhKBmZZ4J-MPXqT>RuvZ)=cT156&B@Rxq9i^^=lQC
z716P=j?ONo=9XrbHVjJ}I>VA?XiBE)p)?I!W(*rg6-^y2eY$UG6uh|5doSO8U~FqI
zN>J3dwDJfIjY&^SD=gSn0)KBg{JmIed)CzU=<SE%-TS@6H&czxl&LfwBuZG=;JTKf
ziI#zhvrpiT14j_y3(rGJcD}yZH@%l(>*9(0Uicg&<%kF|1NUO74OzZc4zAG&X?f*4
z)ACB-?^U7dW04IxX5ilMIrx6JW&>_Ha`y7=r>|1;OJQ=*!E>rp*hQuIWEE+aw%$=&
z(n~6e_8!dJxi=;w$IQ*kGcpFm`>3(?#Esiqa|^+}Tv7xA#Xy5@t!Zq_aPf;s&PgfQ
zk&sg!v~?Rk)iSjs)2)d#Q%N-)bt9xhq-2)w1@{*0J`xa{X71`wvv49CS*z(=&@7yt
z5IK=u`VVn$OiXP0w#;37_TIa9|NZ-Sm^bfVKYjP~$-5`@@9MAKy;`-aDkUuiMu>0R
z3zZdTpCNz2E_?g-?UN@@B6VR`b=jWEjJ(Xve!gx9e9p<(a{ko*uFkgkIg}Gmz>V<m
z;luOi&mFHlcJRRNz18`ZCEK#Mr$<CYn46mem7h0USy|{>Ug%@_9K3y;Po1e~YrQ(!
z`*?P=5o==jcCTN*g1QgHWpOX`6F@i$ED+}lUoLjj_M@k|t`6{i_Uu`_s-s7b6cpsS
zySqn5gxtS#uB+qq%a>1B&kz>m{`~HNrQy5t1Gg3iZZD18YkF2!kdqR#IkY$@?$XK9
zzP6iRreCd0KA-Hp)BNIi?SbuH?sm*a-8;B4dTV9$;tJ|5`u46CKvXfKbXOC`ewhQd
znw^WF18^@E{1G6=ESMOqSspsF)PLY}&w+*RBlEqd=Lc@g58a;|dNeomm^ppd<~|)j
zAlT<m#ds{96OV$8cJ_Tbig9QAZ%y}Jo#;M4)P17A`{>`86TQIcp}Pw+&9hToJzXDR
zM0xSz*{c`zZB5VmJ6}w}ggo?MxcBUE_wlKoy1Cvn^L^(RhwrV-eZt_%eBZ^@xiH^<
zexd)&Vqe{2-*M*j9$)A=KHqg1Yg{0@g~oJdei!hbxyhA3+g3Qzb+~`vX5Uz2-&7B4
zdMA63Q~GUC7BDn5Fgi6nfe6)KT>!UW)P?zlm1P)mS6Fz!x)*Mro}EV^6(r3YU0?mH
zNHcrd{j)SPrYZNIReHa1FF^X^z<Ar>ROjd{){uGzh8mteJAL{zygj&_IdkUe^M;<G
z?%~;?j)``Ngg8asGW5K&_xe!#;pvt<;4agh(zge8U*@h~NA2|gPupz+W0P+O<{ox`
zzTJhK-j({krPqT?O=Bytv(^uMxz+uJ<p6;M`d{MW|Lb>P85{8DMKANC-sKM?%Y#2p
z=>2<$_Z#}c?JzktIzBZ5yDzS@Zbz>8*JZQSK1qD&85(;(F!yp`@$KMZ+sMM;B!XSg
z3(0B~$B`Ni*O&>s5OpE#f_Oo>NHs(<+2jNw%16h?N8!`PFHe?%=NGvmt9(0z!!AVg
zbq$PQ;BbJ>j1v%eXZ|a=S4UkFLt~D{>X2z9b&ReWX?4B^JLsx17u>+TWLX8WoFYsP
z+Sv1g-b+v=BgagUOj6V!%8}p-kP=mtlT?wHCdo;Wq~M_yC35r1{;)ylyYG3|uH#>~
z9;LwiY#RhPHwg*wh)asfNsG#g@{00q;9CFtHIlqSp4JZG?!MMEgs`g7(1wg9b1ngO
zK?yqz-9R(DXnW6aOJ^qyeM3p23a6;#MgcJnQE3rHbyYnLl7Xxg381?X-(?NYruBkc
z?4o?!lEMOVlA=VYxDp~t(&8#g1T6(w4cy4XA&xt6Z4%{N9bDmN7vtrU1Q>&U@l*sE
zbtRY!WHpFVBsozfX%T|7grcmhvXYXzGC@s2LSB|%T$)`#M~o0=VxQ|CQsNa+9kTUs
z!uFj}i7{4At~5hinx2V{Hcqu0QYj35{pjG}TW8L-KCFLId+uV<&V8|I2a~fN9615I
z-?K}Xo?pK7`sVdlH?KavbhiHL+4qlbG(EljuKxOsa|esFV`IXd!vd}SyiDAjX>KmG
z06!DtsD%WZ2L&?xed#`4243!ZE{+r{b7doaX{rYL*Z3&vf;!k2(-bq(mbNfbvNlz*
zHdVGTRx~w`H8GGer_0-z6J6}do-R~xcbbo<E+){AzB$sy&&P<SEv8Q52g;gZA5BXF
zn`=S>-*003_qA(&x8}S5vu^Fb3G#2$(vY{e)sF~siVSyfcGNbZE6}LoKwo=n4R>c<
zNWSQj(4~rNsSD~-#OQj`7C><$Ic+jx(|Bl_Li$uuLv1kws;It}Fvdt*)Kpi(%19QH
zubIA-5mkhu!h>)#5&?QIr@T0u8iCKuK*iQfi(#N*Z?3&L*flFPsw^KTq(cl5sVgN!
zCgRCe^pFAKU|X1-RaQ_C;)iWC->kIEilU0L!it#iE$Ygeq5_htie$Q;nX7}Rk7s~~
ztGA1@n=@+LuubG(@9ydx6yOuTWpiO}=E1!?E}uJj^uXTDA;Hep)~>epuC|WOR*o*#
zu3nBl?si_b3<oT@mF86*J$M`kH)X}8VWA<eE)H()_Wl8Gv2mfP>2aCclQZBCPL3}r
zExdL6#_c<|%F4^aBEl`L5om2_KsPZpx3Y0?@$?Idic8Ebt~h@BLf!exWjps)?mc+v
z_Pv))t(`-oXRh7QG&JHC7dNrD-?}~X$oaFEAKpK8<67OdYv=FWz4i3P%eMAwj~Y_)
zim=pXZ0iW0Luy{(j+&$Btw3K}b<NSEXD`;jX>54gbmGDl=)H6+I|Y&!^j=L}BV(AB
z&8(HxslpO+h%aN~5|ENtMkir9yu164l<z*6oL%VX6NG9u=3bkK6b9(~r;S_`y7`6M
z51)Q$+g4O=<?f?yU?QTZx<ODBm2LVqjsaT|VD5$3n^n0hDs8*DySH!5){778pMC78
zy?%R3c0PO#;9dzes*;YenxUnMlTS!OCfGG9Ezc`5(b&<O!my{Hy28*>Rzn{Q9Fn*_
zyXrvkzT?|UcY8#{;||*9jwB;1fHBR=#XmMJd&j|lh<mY^mS0d%S9cPIfzeS|8i)Fa
z`#ueRY#D69{!zpGhQlWgXXj_fZiz+AM{`pXP!pHFzCOg>?%usSD=Q0YaY#kjy|a8z
zWhRSzeSEz#Gg3~UJl@&SK0P&!yahz^=H})i6atZGl~rX32`Miv%*x7Sac^iyP(%Iw
z#ko-=MX>hTSls)m_3~uj?S;{o=vKz%8~4I&Twh<0tq}bC0^t`JY+_>K=jVq%OIm6w
zUQb$DT1rYvQc@D48+?6zlagX@+&J>#!=0y3@BhfX9?$O|ULJc0^ab>;Ow>2Ox=@&x
z_G|8)8o2+l@xsXy#ok_yVZmN69v=TP`GkqSL+4id4*_ph(U;jG@f*Dlp9(&=W-m6S
z&A*RdXi8n`EL%p%)oAUP@lz{fCs#&KE{~pC9yzl#d=~S0=nQKXdk-(P6)rSq!7+>H
zT;<+Mrc>fW%3}B4&qJp%i^HcEMo!QFjhP#{Fgto{exhM{?n8Hb!^yhCu!6+K#-ydD
z)E+zZqT$wP-}9xZrwe0O@Fbr{&n%CgTOK{XGJfUD^j!?D;M1=&c7A#6+{)+~R8F&I
zdGz%1(21qKn$Mk;i_IBdxfj}IYZej==7%rO&wQ9$7)I^X>Y%a$AUiz`GvoZ!>VRHR
zKn)%2H!k1-kONLAd|AEV3O)rV03etj=NF*nwNHMz`6KsU__*|-YvFD06d-{`t>2*c
zpHO;P&j9>jO1=Z5sLXgjw9q-R^r55w;??W$`2?+AfWCP1clUHcLLZwN9-LU!3CBN;
zjC`2vy*Ari_@f36cS<2r<EGp8Pjy|Jf}iBSq4%;L3w|0Ho9-H$|2WR%|MtlhK=0!|
zW*-^$+K}J-(_n%B*U9!jdHpQt#R?l%`QDCv>78DgSYRgfqNVY_%v$+dKLy|}Yrfrq
z#jAi-h`uo4V)+b``^XgX7I9K!d3tdfZVG0nBz_Yy^YM_B$ZTD~xe18#tU(709?sla
zgKWI&=|N}%?uIurF1Yed@5Q?gW(H6$&Na05kH7DmdfPYM*f)tFHQe|w;$9kA^V{gE
zYcPjI)&=)|Mc;4StELMJgd$N*T24(`o`T9YqB<G=UV;jfdx;ukqL!)xSsp8363PT=
zlA^4JqP&*0G?`yeaU-YHck6`zh*ID+d~4PUtlucIiCv77Q=FeqT2f3=PD)u$LQ#xQ
zg6%stDSinb2ahP<5F33{s=TVQu#^ltzwjD1MQ#y$s!^zo+h#|f5KC7F4I@2qqTB`n
z;qQ5H;$1;fO;6igU&lg8UQ>WadhK^yfBFx$AHL&eTPMJ=QJ4>B>4g+zBvc792(O~)
zQq45g4Pkr0mpIu(xWUHAf?&$RvM?k=<CT?ERZ-L?tLlNFNQ&A@$b}FgO7Y8!^UI10
zV=s!RLex}O)>4sCCJ4$%u?bLw<wNNXx$a>lUYmD@CLT-5D-DXZBWe*j1*JK71vhbU
ztlz-Bag(@!kb}9^*+a*lUb<DYy=1#bc({>Wq?u!JRQ#UIoL!k&2MP*K@7{H8|K1Zj
zt4{CVdF#xv$Jfr(-#UA~c2{OnNQj?xfRDM4r?I<>zK^F-WVmg7oNH2oM^b`&+!p7k
z2;1O5hKH+;B|}MH2VKK_;9gydsG*Lep|&Kr*O(^DEJxE>^)~2AL1?uxS8}pZb9Drx
zYB9$}%hOHU*IPd%$kfY2*FayAswE8WWtb3ks8Zlw9<JZ7`{8%%*ZmH9ucSD)mWG0Z
zEj`fRJ}SZ`B-q-)PK$0RudOAjOO>!PQ+2S>ur^nPD??S0iy*z8D9=Vx;-ZlFHPv{D
z@*DA!(^Tcw)e<(=m1H1*0&98@s|{r=jbyFqa#nO%bA2ge9Wgx(L2WewEoE38_!Xr%
zHHad%42r9rfwifYleK<Suv=zQWN9vR*AN4Q=}L=gsVUMlN!sdaHfD^}goMnLG;ddr
z0589a!tz6V4_6jfM+C<Z<<<E)MHQq~4YW-?oc;X0L!2Dk%+0Kf42^WOwKX-=wW*qB
zrbgZ#E-4AIyDCdAovk}wvu|@qkfWug6Zq7^#>&{z%E-zN3b(1fnSm9;XLpqBK8^F@
zhigj;O9K3SZEP&;?JYdK>?1b^BqVN5N{&rV*@~&CD7pXOE~dPqJTxrK%-o!+L(|sP
zH!?9pXK_SyTzU1L^H*;^f7kS?vE|ymhu7~vdeic$xvTee%f~%Ok5lM~5mU1D^vo(N
zz4rLwvzDgY&z@d={OEdp!_9_gHyfTK&jCwq4nF=4-u~h7$$O5~VH@tzt9MV{Hr{>u
z^1<`hFPqx#KYg|D*vZ(G3?mC$B{CHez8W+mJrfIvz0wLQ+yY{2H*#_C3M0tZ%{#Dk
z$DW$nGbKCs$E9b(-%HjrMo|Tb7n1LKUg1BkaxY8{kKZ=MZ_hKZc92u2BEf78Hx4}s
zM)oeD38^_%yG!>UW^u2jr*B|<^3{eH&p&lxyDdCro2(XXgRrCkK}}XuU!9J8!5|QC
zVt!?KN{&lNtgf}Int=tNSBYjSra}eZvbZ;I*WrY`3WtCw9ZP3?l|ZFSl4x2C`_QDU
z;{CP%5cjh3doNtLfZZ|X7Sa6l`0OYugxaS%dS`myw!b}b;Y2}cL0o(s{@rhCYFt<Z
z!Azq?qN1V#k4;NUg_M8n*s%-ePQcK+uWDOlctBuKAhzU?z6&!Xe%<2)F`U3mvqV^E
zSw-2g+T+Ocz(aQKtOlB5g^k6rs6v~Y9(nTcW=L@0kKB7{s_**ek^0&3PyM~^uU<c^
zIegH=!~H8K&yO$8k2Tca#itBY<B&kFwB#*$xmiVpd4+lD1v$wDxv2%YX}ErHe`!O*
z*`}tu&z}9ry}@43A07wpu8iJW8NL5y@>%oiOStEM#l4=-9~@mCd$2TkWvTbXQuiJ>
z9FShM*v=YeQ5V<`5+5r^7h$=G%$;p4nE8-9+gv)|RkJv7a%mWx35+}m^aTKa0RWGn
z8TshS(2?b#!<ePsoy?kvrgU&GOG$?6%QO!+rYylpJA7ni<oL?y2|RFh>Q+X7HDl*j
zChjj!K3kf4`ToVl?Cr@ooJB+iOBFwN_E>NGBb13Sd-NvGvYzD2*r_iQ=e|r`{mb-?
zzu<PX>`h!|7EJ#*E8`cJ$1X5o7$iJ$YH8r`=dNm)H$J!JFZUh5EVdOac2uuSppd$E
zWqAf_EzlJoA%Lv{F8V%x19ZRMgfFdr6-pUc7a)NX%y{#_MFXW8y?$T`pzr*`;_T;@
zo|!M89WWkF^uuF$w`=iL?`+rL7|SY*2jcWG?u@6x^RP}O<4yQWBQc^HRtL4nSYhiQ
z8tEBiDr{W?qpLI0)<6ETclO1=XMp9i*50G1&Znerv%%k>tzCM?_S5GteCq6)o|_+^
zLVMTv(8TC4x@*V#rv@5kTPkqOvfR6GW#BM2{ubIRX4-bc88SW63ZQ}r`A-e2k#LH6
zx_owKVrIU7dbxAz%g0qWFN_WUOK=w?%pzX2r`_yag4~UtPXFweIp(3#>Kl#OWAn3w
z-fs~5&t3V7zA$<-YbB8g4VMBEcbTQztH)$`kFBb@FyXAWY%||z%uEtwQ!@uwSj4-U
z48e>D!TXb${Jh#xh*KE&ly$U)LoFneV08|@ofkdR&wFR__G8AE{Y$x*CG(OX^R6nr
zYU(sK5_445XsRr$!`J#YG!(<+pdu-wA}OnhJO?F`y1cTQoC<snWF>H~rYeEOy+nev
z8Z**CUQ0@f#Kj}?1Dn{I4I<yI6Z-R7fi>%dHn5AcafokV6J}!<=H-<X6D1Jj)MO+S
zI5+S}2ueCyIs|(7J1}gFHT5Xim=lpv;1i=t6TMCC!X3Q)7!J-lrsm4p6d`%B?>IUC
z?|Po^d8C90x>QpmJxdh@iZGwd58rY9@!!|4`NO8Qf8zN5PaGT9@(OTE%1EfFE9)BQ
zpf=XUP}dTOyJ@`uH-fnMWFbwHh%{{tV?C-FVuy`%t<2~S7+fI}bwzk&IM(u`oov%u
z9*&Iyf&x-X3hEjNqm?5m3d>1s5Fqo*1{&CAI0fgphE;_ooz1S=xjD^To-DV4mnbMf
z5S0|+5fJ9)ml6_lva-KYcOI=xIpGODx>okex)wx=t)`x%9^KW15$f!c6&qWco>rKW
zSe})3q`Ktn;awMN_wFg*9_(#xX-qOVRz*&Nn-dK|4VxqE;$oe*#yZDFJ4A+Ag#<AC
zybN8T_cD~A<-)aVZY=L=ujL8d)sAY*P^Z)6(bR^P3Z(TK>&x0&sJc6Ad%5a3+iTca
zsaP-+EX@=hY)KBb>Xzn2?9I`1#Hkdd@`_P3Ve}Q0mSo$w9;Fq(6Bpa0O;zx4vxtoj
z$VkV@{*VAaOT-16nJO9R$>9Ewe2op|O^i_1CZ$OdRFGwplUlD#;6Pd$S(#Uz$gM(P
zS0{4mQAEv+P)MPQy*6j0mRYLWG89qGhL#Fz6L}j`1v@iEJ2Rq{u@YTJPMaj5Dlb4$
zlW?%4x!M_;8ju)<WDh4sM6i2me0W5Vr?v)BNlsi}M}w}fqphh<*Vpy)^7QxeHZd^r
zbaAgebo}<!+xw~ygat(52#f7|PGKI@#%a6Sp&%{9%hk)--q8+;%nVZo-O!RjcXPCf
z2=>j{mQ=I5;?|`zr;i-m5*FlQZRu`n>tbbXO=nmenK@b5yW6;U*tsQbPPmAl>D@<H
z&tI%AFAMPTw6dT(*fIQk9g`Bnw`azurN*YD#HOdm@7h`Z<jK7!kMCDkS4KvKqr{D(
zP1T}OY5G_)vkluEv-i-EtGDmneDL_noqISTfVpz_!Nps557gGB<m6d6xfoel`$b0P
zRFt2)b@T4?XP55ZJ9+im;j`!V9IvZ7cqFs9JaF?CkD#!i=(wb;d}zEUE?zx<^X{cP
zc#`{PuHM2%8>|kg*##&m)}fn0>?P|MAkP67Uv;X!kc8Yic3zkqV09oUlWm+lQnT`l
zckJ0#P#PMS#Bg+%Cu^_c75?`hHvM5E*YDSJV6Tlx)vq~y@xq-)zENAyP|PPySj#K)
zA8cGGYcqCqi%iWd*nI#?ZMoHZqcd{s{DMN0)2}~!)zI2rU3&^UZhZ2@|JcOKA)z3n
zp|4}<;uf|wy<|_$j+)Ke3LOGAs~cHMl5{21XhMn_o5U1kH4S`YQnr=tg{T|5y~NBd
zP+8v`#LG`m=a5uV)G-N8++K3v#6Qiw$nQm$*5FiM>lpk-&0W)7KjmK3y1oDKc5-SQ
zHD}kZU4xVw9v*(;#EF+LU&6lI-SMHP?cT$iHCY)6_!8oCaXJ|20*3<-H#;XgH7ym;
zd++|e*49=;F1&sF7LmN@k8p8u{*ikT3N`uU(fyF%pr3K?@PoPGm;GHYU%Y;}|HyuK
zPxl{v5gjWF9nTvs!yfGHV2Q|uYiD;oeRBK#>&G9SpKpA6qVf5erkCddv>nZNMhD*v
z^u2%my5Xzd3+47v9dH-W%S7LadfXF`{A=$0sm~!Kz_tG7uKC_`^Bo80+bZUp^X8he
zW|;}P1*=nnXs_wkJ**I2e4J`KIPvK;au3GauZ?%!nCQMW)pLEe=lpzc?P6~YtPU_d
ztPCIfDfIq=dzn!QtC_uvO{q{3mwI;M4ovjL3>{h-Jh<Gye+fHfKcD4+<I7`rK9AMU
z4m@~r`%rWwGZ#)rM~9_~SC-|rzP-Zi(F5F$on-nh`u8sn9)hU*W#-{u=3e||=INKI
zM=N8uS4OXYo2B7v3j>$t`&OL~y(bsCYZg0pg7ZIjR4@0RTIxT&*s*7^=h*VptCi0~
zOP^=J2EbmN8o*H!)1Es%4!aB3;8)fL=GGX##QG{o0QdrUsIPy5n2yxcR4CQAZr#Eg
z33o%j|I+fx=)zxKk9<Kf89I4kaE0IXP5*4q@C3^$48aXg!qU@l1*>h4)Ib-%G!o;6
zQ8Z_a4~~xak4$t8Pqqw9z3-oX+c$&3l{bAe^*!?qeV^ZstUPS)+kf(6d|IZJjU6UF
zZTpckmp-&3nd)=**lfoLQZvxu1toTDbl}}o+kSXdmip>ehR&}H9{b$8f9}(+nT}IT
z=l1jj?Cz_b+Eb{?{V#@jPv)Q`1qM+Zlfu};bdN4Eix@smtUMq3a<_-M!Ui|*{{~|N
zOa5i$SKx=<JT%`wxd7c2(7OP00V|=G3B5l{=>6w#_ot5n`oi#lr^QbJ--h)g0R2K(
z#>yk)U1sj?>V*Zp;8^hO&o4~2#Vxo4-sd<R1E%AD4ZKUgaW7<E;O;%9d3f<w`vRIW
z0KFjLf2q$wPo0cmsk=<p{c7v|v8Q-7xmQnF4Wmm`(^gbvHnqtpX`!ANbrpbKc~uQX
zvL;bWgQ%sZKt^D%oTM^AMom#pU6G(6C8^56CGo>Xp&!^p*0YOl<P_)NmF5>F@CnOt
z@Q8Epi1G<ZiAyOeDQn6TRJpkX#6_iTEbW5*f<t_Rf;{}Z?Ok2XZR`yhUKVzV0TIao
zkpUKt_7p=?MGY+>8OgO={D0mgw2@yylE^T!wqiI^)b%Ar2piUL{psJ=eg8+cwSU^Q
z<_~P^zT@Cx6Ot4rpf}l^Zs*|?U}fqgCLqW51D_DDw4w}Imtty8cd%x-SeQ5(A!ruo
zXl=Y*?0l_Eo$(NEHsL>mqW@zf^9lcq`UU}cX(IlxR3$Bvq_Py7kQ$$ix2{!^LqLXW
zXk|p|rIP*o5_2sSwFsL8H6@YxMwAnlkP;A;7nOFmbG~{0>g&4=Roe<;-GV}GJUmTp
zY<1}tG<_Q*y1%n?R$@X~_V&Eg#GK@<g&B#}MVZI;l~op|dOMpKP~@m2F_aG5Tax`e
zjG{uUVj}D!Lo7r5P5eCdJzccn(S=#p)KHqPCt+?Z2by(v#)g-UHG^cRqoAn@eVkWX
zY@?hMyCzA**g(<Img;P;V`YXITY{dp6t>dLO_hy}6x3Atl@vJD)da|h+g0XMByh<{
zZxRw*1L)nv_HQy$T!sd!L4l4bNnu#}iH-5Hw$jwql`=GxH8EB|bg;Q8kzuT8q%VgZ
zH%*c-iO8o;<fo8Cv{Z$NG8_t0Y^nrqikgs-jtugIZ5gT#7V3_cWG8E~i=C#cJw}5y
z?v7gCt~3`r3SC#8LXyx>5jW6La(6OucQ!TDQ!z47^YXBY2=k1L@OE{zR8f(Zl@rm`
z(=ajB)78~tn9+lR{Cs`9sG6GgHnyj0Pd>W)VDFAS!9GFq;_~ck*+qFowTN2Y4j$n?
zLEa9|u2z;VmS#@oCUzzUPUdt!XPdZC-{OqK+PxKzuAaSk>_A+wkBga+hoz~zCBxB#
z?r37{YHsFkW$9sUl^hj$?bOLv5AWW-cxG=!L5Po&y@j5;qe*z6)ArPef}Hs6>Cu^K
zF*(~44(u%lnLK%PYe!{KL`0C4wV94CMT@Gbt*b+4m||frx42|?&7rD&`-^u}XBHG?
z6ciO!Rp*vf#HD8hL`FM$`Pg}QdIp7TPE5)xuPEEIC%>{Xqp&z}dk%OoJT569GS(w7
z)H5(FcynBIVp>vW?)Jj6!pdD>R}>Rx<d?*!XN7M`^a+WycJ`ncm_Y1Bbp>|l3>a40
zMhpeykI5<tNy;IZ5V!aQM`S|ltlFKJUEmuPN4IlPr0NUE5jn+Wc%=v!E^%3XYsZ6U
zE*`&p!zmz)prtFRrYTA!VMs=%9uYCAB^A~1JlCDc0rzI&pfD;rGxzG#mv`SZ=I-8a
z=N}@fLgtiGRMs=IKr~xIPG<SRoyRYgA3PJ4R%qiLsbTD(tZPX%bJn%?pjo;(_;1cE
z-(Pj~T;bl@=!_yG2X6%(6FCZ9M$1q})4;&qGr6dG_o>VO824_CM|v5Yw;i4BQ*#qT
zQ~jtaen0Z={pfpe@B5DTCoh~VEG>jZ0r_Tc-@OJbfLc$VI_=}_6A%!96TZX4gOH#W
zW(Q`*UcG#BGJAUxS{}f?Fxhr>b)jpxvT8?sLPC0G#=%21_!KmP3mVoQKD_@k?wy}q
zn47A9az6xVxvTzO_#CETz8!tEIMOiG^W^orJ2l7mcz7Xlfw>3wm&K2mH!rTlZHe&p
zcBw8-xPR?Xcl-O<iQdJr*NY>M=11;N4cr;(xHZ!K2rbDI!%gpB-#>hCr-!?1Sn#TH
zJN|fi^zJgacl=4?i*tYF-a7buSNGZ`p8-~z>JR;x=ivV2*1@^H8?#-fW<S-;w(Uku
z12|{0wPvFA;CSni@sFp+K3(|hv|ndtfAzi{?rp;0%4pBC@$S1*-B;#%&d&FpS{OL9
zIQUnG!&j?A@4<zZEVv`E9>wwxL-=LpMYQCCmcQ8{mIhCM9yqnwe`=xcBx~k->sYfe
zaQXAt)2V@HosHMe)mHd=Ia6_HNu$x}bg1hoNwF^;pPd_h_Icvb=dqjf{b%QUPc06f
zUmCl+Jp19xLdTc+PhV!6SEk;qOuSgej6cVG9(_7D_;{xO0n!O(`)<zloSW~iUF@n^
z>OHnRd~JF7#^>I;#r}&+Q;katBTJuWS=<Yk0(kW+c_Q!@eEVA$78v86cw>Nj(Jp=I
z(nXvyu(Pv6rA}>aE#5Y`4^ROb^6b)Ix~7?Dx9j_HiXVx-pFa#Obd4fKcl!S$@2%t7
z%JcpId-u-F?nvEncMBFE5JD0XBzW-P!3pl}?z9wWX=zIZ>hA7NsX!@JD8(J>-QO#u
zJ9l<=cE7v(yYt8Qelwp(CQVLGP7X=V^SnN<_v?)@GyzzIkpk&aZ^x%*`bQ@Eh9Skm
zPdvpRV^b(q6D*1AzOm`v(V15xs7{*g7<|`0@E+F9J8#~%^}oOS<~^Vn4ZqrlJ|iS<
z{jMVknfZ2XCk)(Z+H>?yci+p2&yR=ScMQJm8k&7NJo{o~=FPzK@fQc*zS#D${}|s4
zGkWaf;NG_{w@$x0I6d+NQltQ4-@b+7_YVgup)mb1J2gkV(60Giy}(Ma)?-Y*gUR9Z
zwSGSI{=cL2;+>*T#F>|9J^Z0_=>6~%JhXi26?=w1QN?%C{tpxHSNerS0LVZ$zdt>J
zKg3_oJNWip2)}SL{9N@W&}{$lwSar^F&1zyf^k66_%;Y=8HjtUXBzn=DAhdo{B2v$
z<j+d4V70%8zt_x=WJWSz=<Ayj;bZ{rYE!kesha#j)6y~3A~Lk~7&-<_{va`R4Vgq^
zQynq|tgEI+QqwckFra7~Q*<eYkU%v^S}H^WCbw}7IaEzwQ9)ZsSbp(xsU^sB5L1*@
z(pJ?p)Fhgy>yYJCv}KhwRW$W9^~ppsRb5A4SVCGsS<T7WEio~rvaE7redE@~rp<Nh
z>q;u>i^`j;*EZypB>RPUo7q@tk&I<jbcAIz#pH;JnhYbRk2}}TGmyow(^MfYTPXD7
zw+j~kv|{-}p=AqJEuFt=8FH6|<n%Pjb{5W|+$fHtFFc6L=8LE+=rSqR9!~y#9-(e*
zUvrwBh9U~|44rMgeBDEFP1a+qSS<dh|5~u%$K?xuTK@gF3l_~=Auox37$l~FDNU2C
zCL~7`Q}LkKBsc}+`bO6$6dYT-ZA(s-E6H46LYc0vZ$i-5lvPoaQq)$|;JW*qJ94_W
z^TplsH_q-met6rSt@RtL3QF?QGqO@st4fLw?rJ@LU|;k4`ttm&#K@qG1YYy{$_=%J
zVO&QG6Ahx8Fi}kijs*_eFpO&%5oF~LGIZ2;vW9n8oox;GtP)vYm~0?oZK2{|qk)tL
zvVoM6>|#lgdD7yGC4}cMU;JMf;vzq(DG5=GRA8Z|8mk%^DCp}-8|uq3=>)Q&f~5G5
zLMy*fR9FIUgR063IoU<RLf<W4_Ma=3|Ci9JKZ=XZQ&SaTGIX5SG&fg<wY9#swg`c+
z!jz%p;$jpWY!eb><LYb-SFkxl!`xKE$_$QTqP?Xa-B4Lxe7=;>pLA4(P4wj%WMvGh
zfjrGn9>Kzn)_TY~iwbjy31>%!*#-HV2XdJZu|3@2T#(UH7o(EZ9qp)L!ES;6P7G6B
zmK8ZAEj+g%F(8D)ur!iY5|xw_!UxgJie_oU^bPPTuPVvO%cPhXSz4HFZrXU_$dRg&
zGJj7WT~$q4VM%QTHI^|W+&dtK8|Y?XVMj4?W>8$16gHLQ$}|pOTP6j1R%OQTSzmSM
z)c%t#8{_<3*i=0?GqRTz-OtY4*VfG4g36|mScY0bE;ifiDlQ&sIlgn_hN_$>e@7oj
zdZ@Q`QUs?slUG>~SDG7BmLFeTnzn6I&CM&vFP=SEQIZuB<mu?hGBY<Zp&L<XWV#uh
zWpCr^<>85>RDZ6MmzO2m(ZYdk@9yE`?F$>Ss}Jlye)eu0ri~rdf<?2mqMBQh8D?Zt
zGZQlwj0#LE2P+3xXHP$lZy>@M99+H3Y}n?uP^kGeYjl>KF_XU-?zD7pfyn{ft4A@_
zCDV*dEvy{foIL$7+<XHO;DG$J)Z8NUGTzj>cir|~=_QrEQSlaTUNi?6D-U0L-#`qu
zU$9d^Xk1?LzH^ti9XaU|6i%|VwZ^OSq5~7t;tNWP*EOx%ePHLQ^Ua4(<khZ=$}YhD
zX%(vvUAb}K(zS%5ay!2uiXB!MkdR-qzV-NtYmYCr_nf%axxV#eXi~AQXSk(Xuv>6a
zM)~^smZLjQTsw91@vSEV7uuh1*n2WIuZqU@)@Il-UAa!dF}|_rDqYun<lMo_cm5^r
zO-f2aQ{a6E_C9&pg?{l*$GQQ%s84@1`UpOU&X=A05AUz4u1rXXFDom3@SuHkZ20M4
zxEI#hg9i`xym~f0**`P+ysziV$rBsn<HG#8{)GjFf8pM)we{=J0XsP@qhWpHqmGU_
z?45>0ymM#kFMSU0-cEmfH+t*FIUesXK8L5rr-!ca^Ta0aP7Ge}>N>S^cb%^v=P$Wu
zuMzp%`S5aCX+bzIBsno^eSKwn+l}$zo|(~SQ^R+M`i?z$xb4D;dT5?N---SkP=L2@
zEb{Sm7AUvx2Tpz*JpEhTTlKo@_-ClW6E}a!y}Zz%8&^)fo$Q$%N2lh_>7fTxgZC!~
zAC3<^9O=71$G4A$UU&TW=<7m=#9;rc!Tz4P@e2POdec49-!(Dx7{R#{{EXad(*twm
zY=WXTTmvZ|7r%$A;bo1$Km74|_1n(E*{;>Ih(Qx9HgtV<_|EJ|`^;#^%;;l`sS%_!
zbc_!^!u90HlbMOv2-7%s`e1cMp_{8Spx46E!ph1D=o=m$divzSfxah`V=t%2UyKiS
zjtz87jXas1?0G*s{OQBwmyc6_{xtdJ!`SEdBcI+4e|kIgVRjJK>)DCd)8oDTG4^a`
z_`&SpwGRU)0llBcuVV1gcj&_V@viqXL!Ump75E%Lst|Y~x`JtO17`2vyx=1taPSI{
z0LF$xhYsfE=D<~eq~-0~x5Io6LJ+L;)0aO3eMjH@8O8f^bN!#6jD31C`tix=2aFfv
zACdVm_V)9{yHCS2A76}pcslz2)%b_riH{h#@obF0*k8uSuF;Q=M{xbAd+Zag9}a)M
zKlDj3?hSng^dcwWZ@G8Ft|M0-_aRy0-q5FegLoE#h574wfs(p6H{ZTF^Ktm{=kaS_
zCa--Oy*S%<3~?F!SQ03=IJtX=vZjA(@SDMX5D+gW*7-^=7!T(KQ|~_XOnrtBjqY{7
z?2!8p46*+U9s=~DFL3AJ+rCNIYd^f>?+=h895M(i`$q}AzZ7r(joW<aeLFK(MLWmX
z{AS0KFz)_K&?{h9pf3bod=aqKKTEy>^hIAbG$X#(JK5Gd`Ji|F*)Npd-;aAO3=PcD
zx=de>LDZ!KdNnnv1Wl@jCXJv)C+ILViA-&MGi{Q&j-i>3k(mzJoJcX%CL5^|^_9@G
zm`K(zr0SZ`^k`%qB&QnbsOxK~5;ax9y+jQ)qOy{fq?EFVn1ZN;l9arLs-}Uao-u()
zMuw84lA44frk%Bwb@Wt-`ZDSoOGHIQWMqv^8D3ofw2aK^>Y5Gf)^FX|w0%R<&JCOP
zHEr2ev$iZDHHPEkPBmi@h;(IwiK;e(NOrKW3k%?d2SzyBIO}VYRxK8u_uYc!3swp(
z5y4owNO<Y|mEtR<h#DkYbH`9_B*)Q5Mnn<51%eXMoNDU{?&XBI+I!QDEWyKylE^@C
z^K}dP%Dqd)zyIT+C5wfYE)x3Ty9En>Tq-ZFNYWs&jLgk+sp`V=+M-I%MwU@*zbwD#
zwaG<C>b5r*)OwpbP!)B}Gy(Mb>SFRrKy*1(Ul*?v`;YabQ)Ta9@3Y?fckZ7#ai)1o
zb7f^!PEK}NY4M(2tw#?XXxX}{rlKezDmX2Hw|!$x^ZN3*Fb_vdSg+;j26ApT2BF^O
z2|RWJ&mq)@;pb}P<)rWFr03&Ga<$iHnn;<^q&Y5nKAvP3Hqp#fO-n;eMNw2sLtb53
zN=$gs%4I(wcNY<4Mh0qBik1OUNmE@)NkNF9F2OX_p;NUK6;{g2E;Ax2(Wn|EeR*{?
zVM&R3BEo-?5dTR+e4ePt57JT#2pXa!19@X(Wdo9oit18z!g2;v+0C883up7f99+P?
zEL~fco|7Hf+uc0C%Lc=dMJ6Z+D@rUj(w1YAH84z#R8901sU#(HnuendDZs}vB9t8&
z?#K(Z<NBF-d(nKnO`ROcCdSHSlCqVhA;+B+8p`qYb1<Q4S=tz97bX^0W%-42C>91%
zDxzXa!bGaJnZ2pCGb=bMU~S{-qVjwbnh}FZZKz+fZ}-mP+#DZQH$63V1rc#=IVF~%
zNu-x=f*;q*g6T}r_b@f&&`C~4+O8(L0oJrcZ^z0c-mW!;w+`<(wt00l$J(Bx=0er-
zG}HI9Hukk5yV7-R4OPr^Wc=)mH&>>g*;Rj}xoSgcVjS1T-;omOZIK%0RG7>y%?K$-
z4JyhEt0_)s-CTL+>d{MQ_7vwO1ah6--K-th=63k(ve7Ng*3Q|^+R={1wzFj0Gi_~*
z&CQIMOp1ji)7IYBl>_ee4h-S=`m^jEO&Asi#xz|6vKEn~YhY|lGiO-XT3EAf+3s$h
zT(rP&_3%Sgni16u?gg5;4T90MNfex2q9rkIo7*`dFT%p!+0@D&&<n$ZotvkJKO7%X
z;qfWSIfXf;Rp|1DUKRDtJIWe1hNopa2Zk|SJy{;U+_>b3tbB~ftb!;kxu&7{$jR#F
z7AsG#9@2*c!$Q-tQ_8CI>KcpJZ>rq9y{>g{*~Vrp?-iZk9i5O^T(RTCS&aCia?i*(
z&&Y(x%#s=e5TChw{n5aUj=@9cA5?EV;2)Fk;2q-@lpK{=Rlno-(JPN`b`3u4od%4a
zzxRCYj>8d|W#;aIrcS;-u^I72t8;3bYFiHOy?E>3)w};H_m)?b@7}+=<3$HR7r2Y2
zMMz$KGS)RPGtm9&$$=vW{=&Uw4<Fv2oE#VU9HL`l0t184-S7CZ!?$mozkL%4Pt6VM
z3PMA<(CAQB*3!}flf(1pFIrl6<rNgi#wX?E6&yNr_~xyfH*VZGdh}>jb#-_|gtfIb
z!hz47J2yTy{BCym_KkDM@BOOxe&ycVUnXx)4P1WO`Iq`KUf`V@CqBRHMW2gT&+hHs
z*<4tV8ygdynURhtk}H?a-o14R0TE|T*B{(h+_I(Q<iU;o&#$5p!{a*#TAE6Hy<EbA
zy|16$@_zX0r!l~7+vll=o%c?am*yqJhF29Q9^O^;`th;P<2Nz>ihJks(*P|H>%cGq
zeM#T|MCr=Uvz&tC)IYd}1rP_#v624Kffr)~PbP=DFbU3|2OsI08GSPQ=KO4DDGa^*
zPHlaSkbL=_zq-n2x;IY0x$>7KyQjxqp`Gy*`drLaOQB#K+kn;Le=rRo5+54rmMvT2
z<Kv<6vREu%Uj)1OSXfwqB)4tf_Ta&NY#}CU@f2Ke@CBLzP{EwA)WTScOlHXSFJ8Rp
z>U!LUB#7(Ru3o)*>((ti`trro;lbxaeeEwE9_zTd>)y3pcdxYGz0`dF+V0N#7kgiI
zVdp@Y#pe**3#P^P;Bb#xNNiHu-L@OoZ(O}{6$2lGd+qJ8y&$XuuMX2A)UYm`-kdrG
z_c$U%koAF1BA7eC=@o)IdU|>=H7xjezyJ7YbZYkbo8g;}o}Ie+@X+P9eHZTTztnc(
z#>49mo_4-`(?32lIP>Y*#OIFTj}QB2Za*71d%NT0_50`Ub)Rd0e(KJXqt_oDxODHx
zjgCuQ1NYv{JRSRpfg4x4hfdsia_~y~{)>0_Uu-*k^+D^2%T<kAW0Es$?b!mow{h2z
zOPze~1r^^L{0KKDo^|T()00<jTs(j9+S%<lFYLf>>1;dls`JF?i{sP%S7#=A;b6yy
z2UFwEpFh2Szy0>@TkY-ldU{^s3)Ru_@Xp=aw{G3Qz>Ut%NB#YMm_bLK>Fd`$j~{p5
zyVr*0F>vGI<F2mW!AJcwH(tL#`-<Nx7m;rN3&{5Gy#=^9;N?F1@?+=F+aXBcd=of2
zvEdBhpH1lfH*lB#l)q7W@#lkR|L;Ms;0FP}68M(!(HAA0!1j0O4L^;Keg6=@IR$VR
z<8O2M@Z8@+@3k<{GdCbI^>i7!5O@K-1QQJnsyczDp+(owF(nWgn)*yF12Zi{Gc6-J
zfkal;)sxrMmR8e}RwpWG8>*9Nx>QpGQxiR!k&ZE}4%%wqUR@0p9d#8QRTUj&3{_oK
z4SiLDz6wDPbE(2o3X6oqeps^N`=!el3X8%syF@|~5xh`Uzge(gk&uv-f}$>o#4t0n
zx3z;yGe13}p}cZ)O>J}anx@i<s^pA#Pd`61Yez#WOV5}^raN0ZMg(K(ILgJ&m84@N
zv{YpNpB5q{O?auO$TBfpuUI53DJ-i;FtlRWdAoA$EuCdV6_+m%QIt~G*Q79vt*jVq
zYo?=#ftf7A93(YZbhfL#ubri<A(1Y$QfmJE<*QbS3#}Ai_!G8xrHZsFS<}$ch-s>A
zth`cMT}aN}fEjA%mF&f<iqG9w+q}83Hqgq=j9_G@MJCA;Bp0p}`f-Vzkff89!_F-&
zPdlHY)lL7K!JD`4?A>>udi9$4q(nClcaDcUdY@KSl%PFs!`jNyg7liQ?0qfkTbgRp
zWBt+Q*w2L#?rWWw<X4r)tI7*2%?!v%;AF<SWGA@gByn<6Jd&dw{5{EBFLF{WJ15gC
zH`6yQ**7wb6B_8j3-<N#aHN~)>uM@$6BLZ}HEdW^YfFj&Q3VXVYQ>LoGAnGXD4qa3
zTdJ!wQXPEbV*I>3SS(9@vXPP&L0nmBrJU>%S?NWxGK&=yma3_)($$qTAW4%9r72W7
zb69iP`tBU6i;J;^Il-JsaI`1;d9tFzILR^G)YyOse^+}mLx!P-6^&?Ps&7TpwWbs8
zElAEb#_nty$BE|ZNI{D?XSSiEgMq!BE{ml>rz@E;HJlxhU%|qLd3jiSd7;|_-M~<l
zX-P`Xh{!8T3ytx!c4n&SDJp8q8e5Q9PUd!Q*4!|k{L-A1j06*!p@jv#c1`8Z?OO^m
z)4iM=wd57}b(Kq(8!D*<v7M9r{34tkLT$}LtxdUR#;!(Mu11<%Gox5ntKvw%Ek!A(
zn`?K~<V83!9SoFRjMd#t2rd*2Cu3E%k+Or4k^@;O(w*6|CiDERwMRCWHWo(5`B-r6
z3_@K@;(RSLBV4kg-Q$DV$q{ZPS>Y{B<qvM1ym9eBac*27*U{I9?Z<Tq3-^nP3yn^U
zjEu+UH!L7Lgv$%@4Z{fa3J!MT`nz)jd_s6ZkugyTDKSZD5phZ3F$obd3B0Jdps>i$
z2q0BPa#~J8a#mDqN<c^?H;@+;8toq(>FynXE*NM?;p)Y8_YLIu2D$kJK+*N|5A_M+
z`38r(`vqA!xm!3m+q!x>dilBf2ErR08k-c6lpdax#vjS)*f<+cKN{Q3#KDE->Bo&v
z0q(}+l|<zfg{I|1W*27G)P-l}>si<;7*NQzPPTqQ-qDHviD^EuNdne&4vsK&_Mq6i
zm_de4NUd$zv-$9eqIFHselsfTva1{O*EE-}+f%>o#M<U#1*==)vTMD0S?<B9fpLY2
z1@+~Pd)Mzgy?OtI=7X2E9JsK0>!GCLI{$=R*U&_tn2eP2hT;t^Wt(=bX*sy*@R<z<
zPX0^Wi-NVXs<K@NcRhSQXKWaG2<SyLQ_uLT@!8Smub%BcyieeBsI08O(HXz|Q&SUd
z_u49}Yj_cnKwn;1XhwQUR#r+3B0oa8fq}4Rg}~xlUtbS~!SDR7Ter7tX^x1D^78fu
zEu(=N(jnsG6B3hBL&CzXtgO)@4Ixp_o_3Fq4c)wPna4vb4StT9z~}IJ^diPY&xyyk
zw|~tO3*+9ow*T|YllRlFM*5#TzJK+|ftI}7EF?NdMMfkgB@`Cq<>zHYMRJo8LpQ9i
zxpeOMU~e~?40Jub)w;dOm+ue`24H`FKm6sx2w&LzF!uP--Kxs6q=cxdlB9o$dvSdH
zioT;G|0Mb%mI&xOJTwUO9UtwV9P6JN=Z~4m!FRKx??>*U8t(1G)K5LNa~*GM=Q`fj
z&b-(;J#=5NBzhV1`ylY4_iN_T&)f^h1kFNLZEI_TIo8wD6ZGie!6_^%$j{G%bHLfz
z8FuT#M-M-L@f^or_!EK3@YrJGacsre3z{~fS>A>X8xRTyZ#J4Zqaigs*tp=vx^?SL
zo;vpA>Ai=KuD0%2S5lCc7#AAJ<Hkk><YdOLYp6MO`ZyAs1>B2Cc}zxQlX`kyA%X)O
zUXWi97aJEA8io;{kWf-qvAt#I&6~Ht+W-K7admYy{4?(E?$~TPoepO*&=>L1us!VF
zy&LE&STph+UiS1}xO`=8Lt}D!c4!nr%<=0HmzbVixu$;K;p3f8U-VDDeL3+7(0i$)
zXZzu^n8ArnO08H^SG&HcxN>z$R(@DCPR5Fw5y;Zf(>*kUfg3xHUCgUk6Pb`46doNC
z85@_9k&>C4oSqfRi?Fgr<|5zcuyOa1>s@_FmVn^gIWTkaQBTW>%f+kLC8VTAM1+I|
z`|v`1663<)oY}KuP4}H0({C=!PV~Hc$9F8CqY7p^3JX!l5{EW1M~)mhdGbVcbyZSw
zQdAV;v?Fl?F^|ao>+I~fgA#@#hpNzaFgY0~0<keMNGxesxBlFvEA8DqZLg=Vz4?6N
z#V2%9_+N~^f~4Y`eIMRTet63_dE-BRJ=vVM;h#$A{r9-{S4uBbUq1BC`FZEc*Z#q&
z?caS!;C8@iAXpb)Qh+<&32uyzjRSpO_aoAQA7zGkhhJTO5AHS7Cz=6ziQ05+Eh-8`
zG&D@qHB8iizM3=*Z8|~Ml%NOnWoVKxpk5j(Y7=EOw7|VG8bn1Ma4%JtO4FlLbWNc5
zLhMyj&{USwP>@xVmr;|GRg;xfms8MGRMAyX(UDOkh)OFh5t96Anb7x3R{XGR)k0yh
z<x;YuiptU&1VtSLLXe0Q6AFWAZe?w2XU}$E2l)8qrl!{v7O&1Ls?9B|%PA~ROiT6&
z46wAf)ib7RK;$D?(OCgLLBZTmwzV^Ys#Yx(`RR`fm&{+Wa*43eGBFHvi<1(SCu$m5
znA*BIdfS*g%1f!O1aJ#0$V+LcDeCGHj7<zJNV;@6Np&SzZ3|NeXFG3OmYWfYAtoxj
zWXUQqF=;VTsbz~+2rU!VP*A7n8ey85u5F~aLQ-{=w2eMJ$d;4f8B!XP(OT8GKBt1q
za%K`prigcwQxluNY~_!O<b)+1t?aioH9vmXiIT@RZw9X4xVd}Jp6b;#v2ihW_BJe*
zIoHoCEhT<!P5I`=HH~Y_n;WZ+?Ag@XRGks$ALeZn?rW1C<<U@{u%$Mmz9hOLJ19Td
zGdICKKiQ)o%?l$V-YGnQ5fx&dpXs%_oY$}>p}r=yvN)-{Fs-^IHzzI5&%@Cc3Ll+h
zV?ptDxAkzbGNTc-)TJdw7HVtApjA|1ZbEKWOleW_hIOTNwfQNDL4H0E9F6Hzf<94B
zLrqjcei?#%WuzC%$u3q>T1FrU=^IGWO_l8IiEeHbPfxm&lM&5C$=Fcdf}!QgriKML
zCPw<C#`s4Exw~3ZStdG`7!+*_ik6Kj(Z!nL!8Y}BX1KFWY%O&yOx2lm6$VWS!^But
zPgj&`tmw_L2n%%Kdf9urv0NRQHY`+wX|P!2*to!q?3nN<KPNX9(NIlOPl>@YwsW#T
z)Pk3<YkXoPLUd_VLmL*eqNHH+y1Km76klg&J!KW?Wh-Qttu$68M0<EwBqi3Rr_`q<
zRLAl1gMH#%ZDX8Rsa}pnJio@Q`2A~&FSl+uy1pVW#50`Dh<34vakY$gwTN-Ei1)Ng
z_O;6ha$1`ietu`&?W0?cZ>eZ3j7jF&@LXsKe%ATX9(8$<jirgJ^JCVOByO%RICW_A
z%dYEf*H0AY#QAzVczZbn1ajgM!&5U8Q?rtjGE?Hxl44R4Ba;)NQ&SSMvf?u{c?pTZ
zF>xW$apCbv3F%qMnYlQ$rDW!0<`re-6{Tk8re@}4<rU}TmuBacCZ**BhsF2@M?}OV
z#U!RjCjgRDLL%dMF^LK3IY}9LQHg1SHgMr_$&hya!($vcJ}f6UJ9jT9Z>}3R$SauV
z9}yc68S4`o=@As>77*g-7ijI_YsvAk^7MBM<Z<It!_srZGx9=GvwdTdePWV=k~2NR
z<3PMba~qH?mhp;8z;Fr-xAh6K^76Of_%dBQ&E0+M{X(#CX=8Kk_C5J^8`3Ll)5>cT
z3s*;Gl=D){BhsqElFR*L3cSO!Jwh{lB6Gr$%VM%u1AP+<>tk|OM`l(<WLAWv6#K+v
zdqrjV#$|`5mn4@rWUk(rQrUo!v3f&FW&J<Ny=bx4vUA6p`Zdivn@?Oi(b?Pia`Gi?
zz4wRjKOOBxL-~o>v7R@t&Rjl&1=iNr;$Z#a#WTz;V#=?lx97;wV?bYUY)D8@LPAt(
zYD`jMWO`~Wnj2SD6joN0wzl&1UXT^6ycaH9fNB>NjYD^2B-k_}A~7ksw7e471NZ^b
zpimC20l;98lq<^13JWsMoonrVabarU%7>BbFqcmBUV482@X3Q4@^exv%L_W&&wiMG
z_IC0$+5wCYJ%7}Gefzd82vv)Vi$ib()Mk(yUMxF1YybXzj~?D1A09?be9x;_2pk3t
z0y7|E&gBijFp1LakLZKEYuC>DwN*QtYp$HyH2Cb~=dtVPTQSvl?q&PV)B9@*vg0et
zOR=h7>AiwO>ffrqsNlviZtn7{BiPq}3RGW6p+HtV9qZxSq~A`xA8kjEV+5BWwwKSn
zuU4bs#q6{7)2|M}jqvx5;B#UvU+jf&DwsLNK97r!v$L~vbaF%sW+W#!H*bdOYinm4
z5f!n%aXrifkc9!I7<d*$R}>oxIzdB(M=COQBX%GxE`Vn%YlKjm+S=OUZ&zMXy6-^C
zuDx4x^Rj}213B(aY<nvkYbyY1ctrS`wQJC$1X}?;4m%d}(9konF#u@<%|UHOxCEQc
zws)|1c5(6L1|+AZZ)|G1eCaYG7oanvmJI?mEE$4YJUBE^j_2m)2GjV4#>Qt)p9%_s
zQ0aF1^l3~tV0-W=U>>Fjtk%ulJvcP1u(<TdiBk`{p1mBNdNMG1q3v<q<`#~ZFLZD8
z@56@>r&`!ryiIOk$hxh&F5KyO+%wqL^=ikV)7fP;-dulBw~Y-vQm7~J4G834JUl$i
z%*+JbyJ^pnwx@l4lOK9Urtfq<-+t&+US(}CF9L53XBOCg>?narBP%WTP)q6KJA20l
zyFa{#NAzt+$0J0eU`_<uJ2tzxxER4`(J|2+4-Q@ucVbtgNg_@gao(|MQ&V|)S#)%i
zr<bR_gM$r!wNCicG&D3EKX>WYv!Ofu>Nb9fAK>us>81bo-Y-aRIR5+-q8qwLKTN(A
zq$ofoMXbfw375b3jrjj_Kc;d}QTVf`7oTK&jPYGTs>8oBvGdzseB6tlg*oAOWNKz|
z_8mXg4>=S#|HPgA%UlyfEc46f{~p}SS9*y$raD>>drb%$6m@lq8V1mpKvmbGY3R^3
zbm;^=IzgXKFrX0(s4(=Z85pV%VRA53(<c)QDcTfcZDUwowUl*~q*bLw<;7M>3$2h`
zwOn%9Qn3XKgyt_0TD(kr=}M_(LeeWlWmieai^wQTD5`^<<+X^~n5ktu`$a_MR8%3a
zY5(z)N6(x)aOC)|-TSsRZ`;(kv8irdZAnFbLP}B)FWS>D)Y0AF%7JY_C5p?-FBOp&
zlGIk!#tgBmqlX2<MoV3P*&?AoeKUXF_e&PdU$JZvLKs9>EESUyQ`8|CnVZ_WJNr4<
zxTEq;WTouNWm3zRNG@9}AttOyP&3pf7^8KChAPS0($(E1z?tnsqq3x=6qloEtE7yS
zq|D0YtHgxFv{W@|`o=5@>Z=SDS4yY~N!gI-L3Zx(o<T)XDVvH{S0(4Vm{=Mq5GZOo
z28!wmtHfkiiE1jSc)7Um-qG6C(b@O9@5RfP*KgfCeB|(^%}x3Fxm-VQHy3sg*Bk89
zu%^6ab3^Oqy1m;Pj_uvFeSKMSxF^@yl<Q234{~TIjo-XFwLCL0Guk;m$STs8!Skkt
zdYOcHnFM;0{oD+~xb*B4x2lqm`kJ`<>g4L;#MLF48*9sJ%kmN<1Gye-HwSZ1Csuf%
zM?{c^kDHC1r7^`o&5dogv7zkzsXgaT?mly3=c!{YyIShYOHyK^d^|buZW>vb5seHK
z6=au+i~b}dwNOfOfw1r&MMS=nlbcT>Npd(Qk&%w^ahw2uD=I}%U1f!u5^@_Pt(im*
zM~1(<m4^d^X{c_XF0H33VW2KW(NQon(y(LdIk60#tPJff^ekxVbYn#mBUxjTw6USI
zk%5FhQH*Y^<nBmECt?pLa~C^PCmX7R6~)$)?CNM15$1(1YC(bSj%+i16j<sinOhhm
zZNb)->BP3;`XH0nkzrzJ&oawRO<G-2l%0@(7O+fx1EPYGfr5$?-K;z*^~9DfPtKj`
zy?Wu%(fyaUZrEE@w4*qCZ&l%m^{a2}ZtgsJp!eFD$EOb*t}owOl(xMzb7y7l{<X!&
zHdLP5R(EC3hFgc4AD`bhbpJxntrO>4>oyf9=JMP!L!8%U@(!#oymz|wW!vc&_s>6j
zaIvfX!mB4YXU1MUx_2=@E7r}0#b#T$a~yb)K{1I@;j!Vo*odg4xagF`=#-@R%#4iU
zqO6jV<lOw2)bx;;c%W}|a$0m!YEXDoATKg19%P#W)i;<I?Hds48xR&89vjSy#SOo}
z@bH+Vr1adJqVnA0ij?evw4B1i^3_EZYcldnld|&T({o}{G9wey{KBHFojK+X&TKC~
z&!8~iE`lIJVv_<<9~T;dd%Qv-{37E*k}`N{IiaaJK}nh5Uhk+x&xm;UuoxgN;FiOS
z@r;c3icIj2Pm9SdPAaa#h{-JpOw90!PQt*A=$zu@lB%@wHQ6=wh4oF@H4PD&1$f9M
zINHH4!p<ks#xs)T4nuFa6(^GI7w^f-<i-{RCKUO_<T?c;TDXT9+j<*Vx|3KOnj_bq
z8^eiA_e;pd@QlfD3Qb`7gqe8;S$c<9cnANJ+&elx()q0OZs*<hr|p2=S7WdKn|sH*
zUr)UrnH?UO9C-4&>ps#KI@+H;dxBC9Krf~j;dX$62SpLQx_^J`;Uk;RoNm5(ZSVa%
zhdb^b>S#Opu>E>>cNe5Y_%?xIm@&r`IkZGHl-|92*Wts5z@NA8+{HBajT<+x9xMO>
z1Pdefr@bBX>eqT+-X9<8njY<*9e*)1-ZMGcGcxe}<+F~vcW&KpZyOqTh0wEUsGW#V
zofsJ$=mW=MRoEUu*Ez^&{Fk_W8~JPiL2NVTMRBl1@1sYL9zsb2?9I6)(L0GBJCC>a
z{Q0xaM{V7YuJm=EpLug0d1XM~_rsT`dQbE{KGJ^k_=9^lMuz);lY4QH{gvuFcl7#t
z82jrZ*w>?(K=s986zD79-s#DanaKh4LFRL>p#Sfi4XAE=|FnAM`KIaK6H|Xb1D2n$
z&kx4uPod&fu{ZYY*$rB=v9-Z9tSpzWUO0a0C@(w=u;<QkFDNX)ZimnWaTpgo>zCY1
zqtUP!hr>ZOGNgG_HHL+wai{~R3`FPd?iLan6dA<}<Ap{=hGr!5l41kAJY4MOE)kJP
z`Dn#X#vaB*E&v#Rg|f0T1S|s!(MAL-1l*>irSKxcfxZX_<NEsp1u;7STLmKTQd3hy
zLqoAJ&==4PMupCd1r8rN^t!hfvM^L%KrdDTAP4J$NI}%_ibEF0oB~$p?c<l7SFmgE
z!KW{K2Sz9EKIquAb-S0h58fBh7kG));tc|QG3(H>d+)W|SfuO3>2uI^9bMeaEiD1P
z{((W!u?g{s$(Yx0c6I^uA`?Tvz0G@%JbuwTG&b4w^u?j0#}m;Q-NVb-)fG+>bPvQi
z7tX)1+kw8WE{<_gL7N&YpLN~-^kMAdhgo<Se&$}R6C00wzr^Gu^aRH)0tsU$W7`16
z*a=t({sh<|scGpEQ8C^=T%a#@GbHhn>e^FxpWGYza-*N0Zh>I8|9koN?`^ptz2WNX
zk1xkR0eTVcjBo3lq4)QcdHK)_AHr8pFJ2SBOZXViA@AIY>|X)tFX8lGxXoYD@Ziw+
z0CFSWzK7}y!vjD57xXL09)bJlm+1R@a4#Qvbs_d@&WXM16m>OYKKEh}Ow={0>e@67
zU77}wrlCjE(5FGe)H0%J8X2n_7^&)$RP_zi^kH@d^y<OctE{6et1c^{B+2hbEGs4~
zC%j5#=~9X1E2PDx)Z~>>RAi`aKqFBts229-_O4dW9yV@XE`CA5v56VQ<?FY#?md3$
z#QDo7&RyJh@aVSft?L^$RF$HzJ~J*P!rz(WZein0vv8rBdziAUwT+Y(3$6HezR>*T
zO42Ik3~RQXn>o`~Thnma645_?GyhNDE&TEO#S7-GKzq35OT{I{l(aMqnRHu@t3TV$
zQ(aYm<#OqT^M!x-e))IbE}1`1NJ3miPF71&LRDRjWNXdw^aycv;nL|=5|VO@mn;(&
z5fKp<S-N<s$Vwqi6?LisnPtMD>l!KvNvMm;*c&rK96b_zf{SBQx0KgbrRF-2O?9Oe
zNlLJSs3?m{!r!c+pvZA{+0)wk0Ee!7ZC7tx!+Sk+<RGSUwr<&!nU)+D#0}zlMTZ3x
zW+l~@=dG_PY;Gvuvt`Z3n%tx?cYkoN6E)h;x;!JeGAlSS*e2MG;^(OEWvlJRQg^mc
zVVf(lEtH(CRK1;vkwMIq82hY5x140(oTR|Qw5XcGjI!*c_%KYO+PT`8y4aX<-E9Lr
z?7f^U?JdX@eHB+b({-y0P9EBR>_GFro$H&MD%VtH=VnI6M0ojn*|<8HIyq2HshV=q
zOGJf#P*z+C+k=?s4?;rUNJxCIt1HUkP@|(<65>4q{jDfuc_sP9vJ&%@WtST1%9)#J
z+A{PkD4GUpk_5R`nsTeO6@-Z@Vq`5@Gb1%?nzpT}4vR*hk>rhtk|bSmL!yK+NeTlu
zOpTS@>`lC#&7G}GY?%=D^{h<w?aYl_Y)$<*wgKL3A9n=P(MUuUJ#9rZI?0Yjv$dev
zvlz~{cwY>vzAlSu9Pa0n8WouUZO+vVnYn^$O)r*hbz0_yme%2WZ6CTj2X0*IIC|hx
z^M<n<>#wzJesFkC&*d|tZP%we?hfC*^62=!TYI<O-nXso;Ewx8cXgdT*n9o-=z}Zo
zp0$1H>-aL%J>7ll?$PZB>I>K9L^otd?W-@ib!f}*qsw20pZs~I_v6IN{ulS2ciwpZ
z_~x18yHb;QPL38V7S+kcHa<BfJtvJ96V8i^$}G&wDJxFO$%@a)N-HePEGfw>E`c$W
z7oQlOkepFaoSs)08V%_`A`A*JU^pV$KZNHAe}aD~FFH}6@kYj_ghwaFr(_jXtS(>E
zP*7HrQ(T!>T9sQ;nORVlRalOY2Y$9gPGMkFoTZ~H4aOFCFHS&+e?&}RbUZgA#w#S;
zl^cZN0r@vNAu=N`F0V8urz9*j7kuj)9OV)e=@byoM#wfd%+a6c!HdH~@%iN`B{j(<
z)v<Y{y!5<)gmi9fDz0%GB%EGRn^v|asi+F;2~EiXJYzi$T%N5D&&Dg9#o?Jc2Aett
zS-6F>xd}c|xd919{&5AIuyhtD+}O^SXzr$K=3-#wL3Q-E_KkGqrE(MVeG_uo!SUvv
zAtp|~Mh+fEY)>P$$N!0YkwVF@ubFu}1+wj*>F=BB>qT>ksh(%!&mIgvXdiBWj1aTQ
zS3|Qyqi;u1>^3+(Fg^n}<;3({>jA_*;5K9mL8cip$(}tq+xH5M67GJPxsP(N5995#
zlYP@ullUbEYT^R8!qgt>^Z}d?AHq8dv8+!p(+Bjz1<T;z0{14a;iH(E7@3|Jz??oj
z025<FI2s7pOt7%v8mKlg&et~akYEj<J`hp&lP8^>oluW~e|U8qwmzc}o}afV7+;Hn
zz`F0>^PRdljAG6dG|LCtnX#F%=d(k1_!V1&M^KXgY4j{gw?3e=+vua&i9Xmf`4g<O
z=sNlvN8X=R-?;$KVc0VTo?9^RFArhAJUZebL~VVQe8&f-N4jVF&b;lac;A&f*9VQ?
z``~SN<;3&mk=|3o!(AijojZYMXQ+<(>TnR~T6k&xUYc|E{xT~A+9RN8N9*=SPaa&m
zbtNq$74k1cV1OB#iD0X+1F<J@0rx(5@Bl?*kYoiaD;O1$FXr5vHaFGQ)g~k+0MdYJ
zf=4|)+|rYy*H-83YA)N_Sdf#BR1J5O&;lk)OG^;+(bvbfF5nM+{P=MYDI{Dx1T`M*
zPGD<k-PMZbB|*VK*h0ZZ-nnxd3uAsC31;wGz%7HP;2{8QV`Jl?LkI8Nxr0v;{;cRm
zU0+`hEC(Wj4{?eN2L&Saa3`1(9tnGU2OnQ<X<6m{2M@pxj~+b|ye|rc0@WJm2o*On
zIyMuX3O6*Jy>RLF-FufVU)i{^$<xyd<_fTVU~oubSyg@0Rt#hr`uPU{n1Rg#?%lfg
zNcYQLB(&nh4GK97>cDSYXJuz?+_<r|W!sjfy5jtF4~{Fg5SW^gmehXd{KvQagg1Nz
z{+oL(Ej_sYap{?r_3P?3ZZ57`9h;cy=<LE^Fu?rab95&}<te-++js0(zo987H{acz
zgW^Q&nef<zU1zS}?47yU|M6lUzf;@aqsRYy??*)2sh1zy20o6?)qx2Nz5lZby}y=)
z|Ju`w><0WM;XCpx3jO6*_}{(_I|Its1}6H)XUEXnWf~4LytlbvKmKnUTwfzYXxGMH
zYyhp^yYb_O$qs?fNAM&6Z(QT)SPB1kvb&oPy%2k~2~<rDipE#&okQO_?nO&t4IQe6
zE)|Xf4L#}{`kH8vj8ydW6m_)aG&SWkwH38>QJF?CgwFvUT3rp2wz`3~21!SgtgB5y
zqhm6~%Fe;tn;XfCN{d5Frp)4u{EEEt+QRDkg6jI*^3|yYrSVz$QK^{$5it&KUJRC<
z3EkY#h^nWHRcUJ|sH)2-5oDC~6*ZVzB(^cr2es}7bcKaNOaJhb=t3b4MNJ!)Bge(p
z!PbpTG8GY$K_%L^|1}Q-Hx~S~V%ZWg2{9#tnt>_R+QTit!H%OKr#XM#sy}|W_`m+J
z;6ML!{<q&Onm12q@glJ$iy<Ow+t_ftyuw^u{3sN&m8(Sm_@_V3oA=ZFpMLuOkKZj_
zxKLGI0S%okDO6J;NmWcrOG@6^)FOi8lM)zKm6m;A!<G%j6^>M<ri6@+tb(Srth}&@
z<cgJ&t5#W?o3(7)di~m!-FtR6Hmz@H#B5GWd)w`{Ti2m$=cFYDdb_!^t$bW;gT0;N
zLcGAcYm1TP8=t~+5BFw8cv(jKvJ!%9!#zzMO;s#O64qpC8;Xpzv6Q8eIKw~~!<;O}
zqDt8^WbK&pwhTolOD#WVdZ?#exQ|P)hXcokVM9l3ojOHZ(L`67O5_iss-)Dac?5Z3
zA6Hg<xHm7r#g}8{WNX5<Hg<Pndh(;gEOE_oF*i5Wk&#%4I0yqhd5W>BCP55V2Svrj
z;9fgBqK`Mj&&S-wkxVAZ5>!^ID=ybm7Sbn38fnWKY02oTNf2aLV(6<%=&OjUOD)ro
zS#Cs-W|CB_sG8=+Y6hBO+A1q`HH3_GB^V}(OsXPTPtugE#Brc`JDS<i^-cBFjI|Un
z=z6N=WG%cAwz;vh70s4mWUPa<XhoWVrlkqVo=J5uqubI=m?Y%vDU;MytxYKIR#tv&
zM=u*YTVoS5U45pGzAM8bJ(#z(wEXt|eO)Jy-`ct3?1qLzH5Er{tFCU})OqaSz|G53
z5AV)&v`yT<_2&A8SC>!sTsi&x!tqBZ_H~@v|LW?g@rO6Q^mYAtyywqTeP7-@?!9^X
z_Tg=(x2`#{x%%?1#s{Z%_usoX{p$Yvp{GNy9^ANebpOr`jdi8@*$KQ5Z)YdWoRVGK
z*j1}5)^A#$l#!Z}lernkjJ<pED=T9&GNMw^2{|*pusE%tC@MKECAVN*^Y#tfT5^iZ
zVpGy%l2W1)62oKTBjOTclhZSDi^|alZ2jhjrfsEFYr~=wgCpV~_EyxcE3K&m>qf+<
zghVC8!mC$WwZ6Fptt%?(8lzLQz`ce{ONO1JjhiQ0yrJg>v|nH_%h}!94e`bSoZxVu
zh<I*H3Lw@yGSL~Oqy9X%;Al=*EO6I7BnIf~5*Qf}mmZvy<r9?znzi)~vi1z*-yam^
z5f<mci+2x=!4vI$L##amtUUbfd=S(S?H7|0o?aN4RR-&VUu-^ym+2Ooj%)9z+`z=*
zprjJq=^2sb5|ZK)lI#(g$xSHaWmN^Il{$weJBB9tCl>~$6?;TyxP&LWMx?kzBs+yC
zI)ujkL+-_VI+FAGc}f%0$k~7Wa{L8)tv(xj+CBQDW26J-UVdHMaC`T7H>emLsfMQp
z5pFgzH8?UgG&niXH`xd4Zy#I`Go#a332<xV#YF$LnZfg)CU1Y4y8C(T%KMSqQ)9jO
z-Tu{pkbz?a_zLI(Rf8XD1sR2pu6%a=`NID<AK^w&={7oo5O_fjJl_#F_t4iX{1b&-
zI39t8aMv7TBU}hK(bZ}kLMDVEs6%sOmQS{PxcxeS{TOqtodgl7{J<zM@a*)+^w<k1
zuJ3zWKJ{+=Jh=1I(B6-4(4zO?>>#Epo?(I6Sy1|KK=04|35cEBe!K<#7#|-2*@A?B
z6Mb<fbfmA6?^w_Dz^$2A``&d|eRx{@xo^Fo*X`7k^8V*rUiKb;HrV!J^jY6n@6bg5
z*u;M~RQ<)V8-LuXUuI<h0#~nIeeS}!XRn{#eRKz?2?-G*Fr-C*BCHPB0Gu^|d-12i
zKM@)Rk`$<{FoZxqfAH`@=i|;>w{Pv=zaNwG5F~+)U^)0#kL_9W<nErH&SRZ-_MY0m
zy1FP935K}D#>Q;fvRPnU!8%)Zv>^2kPl4+j(0lXdO}G@`F1~X0N^NZ|q*@4@aJqtc
zab|=gGWZr83r8!S!r{0h?C$*eb2yj5#|E;PKoiEQ@IpXeSRDZH=p^{!#dEwCbbg>O
z_#EgP8yk1=;zg|R;lqc5_a)f!sF;{7J6g|OxpC#rgSN-dyI&98ee|Sd_rA=z&J<WJ
zP73PQH6FWo<9f#nj6-LylvGp&2L}Ot|6A{U+4p*I<oeB<TemjjEkMKuoMU%E-0pmM
zySx4Pse|>&@!{ZMpl@_!=#9%q-c9x(jNzBu>+I=O*tog%;>{CxyUyL`SKDpca}1~R
z*ao04{2L`DC78cxYrBh6#jYn^$BrMvYvEh~=<5>@yng55GY@*MzMA>p%Do4leTIwU
z;RxEX;mq{|zNB-|`}^dT&DDoObA@dfr@(V*5%2NUz%SMB0loZR!omK&p}yXc-kvf3
zFDkT!=~?tWo}58`9h?uC(3%>4GydlF@M~lM{2ts(*VUryXi~KaCUe|ttga5|{cY}5
z2m0#MG!3Z)L$aE_zOt^iyr!1Crmiy4P>akkGPk7LSTXFam=2aq2bLMz+S0|=hGTE<
z?dl%v9~2)Io1KzTmYG+bnO~ir4^6ZpIkzk+r!*=x*DpNI(K~=?=b}rdOUSFP6qON|
zR+N-d5EGFSULh*HL`Zarkkm3!b#ZwZE!Y%uA4^BJAwy}2=*sUFNiGxDRwX)EyLh?z
zJ3Dw#$!2JO{No=NfBT<5Vf^%`B}*3yi>#87mj*zS7&L27_W%c5cNs~Qc|R;)FmL7J
zg(AzBN-SF<zF^*}pMG3E@28dMqv2rh>CcUDLnBmU(-q5Be)C^{`2LUIeE;1yfBeIL
zES~qHs+_C|k;tM@7--xfE~z6U=gPE*^zcp!2(Cy;-v^>CDn;mkIy%)!N~ws8OD<m~
zv}nPKh4YzI<JRrX=v>gWX?;m~VNpqbbMwZoj`o+`9mfyst}f0C_xE(QHFILo+-&In
zu2ykDZpEo#m06JmiT*{2+|{|^HQAwgv79JxrVCTmjw0v5((q>!gIq}g&ibA<1Xq@d
z3roe(T+!B4)`}`^MU{16sCn2JdD+lh%*ZGRbD-<nP;|{n8dPmX0~JYq6$uk9c>`5R
z*;Vu8gclfVE0`N=(n+eux(fOPB<?C$n(DeZ(EYvbgSk$AUbZ$CBo&2KigL@DbZt9p
z_?tBiN%A^K=+%=jH&eH>A=+5!n9)@YbR~4uh4lzx2AYx}UPFSko{G4Rg0Pm{DqTep
zV}dMMLq<z>6+wDAQAvbMkT%s<r0Xk?2;xX-BdQCLv_z>S8M=`i)j-CaqUs9#wlc9Y
z)~4&Km}n_dG!<}dqN!-CA&*{q3_W#IqPmf~f}xr`RZG>Jr0YPZIM68O`b0w&Wi>HT
zWnm#LX=#cE!JbNUVlb@?$xK~+hBncTObuqcWCe$=O-<dHnNgPzR}&ps9UZYDJ>^Jk
z_065zpPo6<d*%F#^QWJjKGt#k(1RoU+7Iu!v%mG)uI8J2w?8_0pzr2|_s<`G>3{m=
zb=O44t;gpMUE8<i?DmGU+ZwL!-TdI>o}Sz120CuO>AKr~{Y=Z2`r^El*oc4tKX+em
z7gra1OBRD0=)1LL>%PMW@=A*GN=x<~Keq40iM)!+pqN-!ZU9DLR7_}Gf`3FbI`r;4
ze)7zf>)ZG4uidb*q#BxSX-;uz9zI6p)ire+wzlru2M6f!v+Fi(3k-|)<c4H}g&Q_j
zu5Cm~i?bKk#+l>Ki_R&jY(01k%`7(T*qxGBWX^Ws+mwtE$HFu+w=%Y{1_m22EJzFs
zvN_Hu*bE0(2HTC{=wasU&2aRj*t(k7x-y--EZzKA?p!k$ABv3&)y~a|<Im#w<568x
zYgI#2H6w<;nH?UYJ8(?w-1L~XI&`E++v2%EU$>AL|G2cM%%Zfiwb?ZrGpm|X%QnUp
zG{oesjmfLSjfA3g@r4ahIcp-as>3s@qH<R!mab2)-kh^`drIZTptMr|l%m*@y7;n&
zu$+qE%o1L11uw5MB)c>qqv-#{z5J$8kSo!Q{?*uv?vbvpk;k3G9S?^e-k*csyMuQz
zI!8Mp^TOggJPj~<Gc@%E{VaONUp*gv_ITtmI2jl`GlOHq=)1}1A4e{K9y$GG;_~N-
zD<6l>ydAtcG5iuZ3ZfJAErRU%YidP(2=rNgQPtOZz2E9A@U>D5YzF4R>aZ-<Gj~Cb
z(AP(CRKl8YKolsq09_auaM=2bqWe{z#ao8Z{a0fSUj=&uGn@Q}riP|RpU(DQc>iME
z#}}2K`<p%wZ2j1~;oYm|nb*gs2k*{I^!=vN`wQ~q8y*C{g`Y|IEBemKzQ0n3=D2qV
z2+z;PA9*(2dvf;qW*B-uy{v}07dd9=|I6pzp1m*nkr~kbbfmj??A74J8>qg2CHc<j
zQ~+`?Y<qh<ETiCCOqatX0KR?H`RL8an~tZQEv+q(e*sPc9)|4}SO`@X$9HTA*b)na
zdm#t|<X|~KlM%!$K!?X>x3#rx-n<ziFpv!NTac6R@Y;5i93pLFvhQN&jctOIV=yzI
zdd-?Og3w*CD2n5tA%o=vVlVO>@S<2D4&|`EK;5mctA`$o^<x_#(ZiYo#?H>phED*3
zCt8iPx8K7D0M>FunPDRV<X}RupP!$f;EBLOtP@C#cLX@cTL5ihGY%g<jLo=r@7`CQ
zx3C0(S5#KrzIT6Q>h0+4r?Gcm#@_w;e%JH*#wK2Pq_wpT9KuzrYmcA5a_{BvvxzS+
zCcoTz{A%;|mgM9laJYbbx9mOI@$$`^k@5Bi4~`!{*4Vfn?q$SKfY_m#cRjlG^3k!2
z#~LzHqha^O?g|R@Lqql9!S1)S6OSKvR#$)Z_j(0|Za#JC+MDUSLm!byjC6=&H#*XC
z3b1?eEKe`*#-=T|?%qRZIl&p+g9q(+@A%t6b$9dft=ZIi^j6oU=ac_ixfkY*(>-6>
zhd(2j4&P}0Dd+DL(mMye_`>2F1m?uv#?OZ!U<9AZUwvo)r~cVLz!!2~4ZeCZ+y&VI
z=sPq$fH68VJo#>7>fHo?x@~IU^~h^1^E+`b?N{6ji?2G2z5=~hYfkUwOTH%RL>fV#
zp-W~GDRdoUilz}sP2W(1L?zO!Xf_<ScYs%DsDD&wKui!9M$*VY|Cpel_>hpKfS?49
zSA+`^aXF!E*C1=QuZfwXnl4R7RbN_FPf|q(J<voIG{ocqw(64d>gqa%mNrg~PM$0a
zsCSm8WF|$|n5d*pQqi?CWVo2xdN5JcM%NIMm0Bn)j|5$H1ACS;$Jv){<3=$s6<a0q
z<F|{x{f{5NM{}u#!jdBL%5nrq&?H?G)U|nY0vv2yrNk7LEEGcJ9p7F|u{6}DOG_v(
zT_ge$mX}p`clG0i#(Q%7X%thT6)XSr?H}fS|Ly$mzy0x>|6H-)Crw2;QviEFgueql
zYbu4Quct09t}QJM6(G#jHQLK7Co*yaidd49StJ7$5fL?UF?r#YLJNLc^22xNd%>iU
z_wC-^cK3Qq>z1mTlER|w4eQt3y?N>Jy;~>twXUlwPKyo=^Kl7uw+nQ)3G=jz4|L6s
z52(qBYAj1SxVh}%#a)js?mE(3(ohhd70ylzwXIC|*;p3YTA#9`F1ev3v^>K*FTpuA
z+&bFdG>U7Q6l$Fm;t=g?!?icHArUO~)sR5zXU`09v;YZPlQpf32pks0&C-~uuL}Cr
zk{8la5H{45p&O{OXgaoLBnK85Eg0e=eBogWh5gE&PBu_B(pPe@rC=7z)rnziO`@78
zlZ|BQR3#c3wCPI`HPMN9m9DyoF;Ui(q|7u@V;HDVwB(F5q>VLXC<IxmmOM>c0mGOe
zLsS&ekzYkr5;oG1Ff~vxCCM9Vis`DXBq%N+s;^>_0q|P3bR8QL9VF#i8)>s?1`Z~A
z=6dSJsxq1qD^-P-sEI7o6kkP@5jRqjr4v+GdOB<h+0KYWRaGU3ic0+S)2i>j6aDcg
z6(M0$Egfq^GDC+*C1{zbYax}|!I<VmHnGywvQ$yAQc-r$()6Yn$2&XL#>eg{FFo7T
zcz#RM;kB!GSCnio%G;EaQJ<Q)J~O$ctl)5c&AF``+Tew_cE0b{rN?KFT-n{cx3+Y1
zaptC?jFzhW<C|)49^CQl+L>p!FW$LueD98pxtWQff!==JuAc5rsD<HhTs*xvDd{N(
zj~+g8_Dsc^HN{octp^V^@7@!ak!9=dp<_aWfk>aupjz2ju$|%ZJ$d=+vp4;ZU-sO*
z|KQN6(=Ge=?>u;L>+ZdE8@DuW*#Y7`ed+q?i`Uj~-ht=_WcI?_(6DJ+O+!;$Y8KLZ
z(VdOW@k!4w*?;2f+3R;&4;{-Ytz_7;Wz@BV<&;)P%deDC5Ry|8QBaXkQI{oX!+4J&
zLm-N)Xp1Ooi>l~g2rJ>Xj)a<?q`JPinjY?1r9co?)RNRNkkrt}?L`ubKdhAcQAm23
zv?}fwEU-XSeub>MhOxP=S5SOzdBK{EIo0d3D;u(^*5$8luG+kR_4Z>`%||M?9L9C^
z)}t7>UB2l+S=0WqrhO$F_ZBwp&Z*mxQq`1PxiPD5TT#>Q>Xsvw+Ye>eZ%wJ$n6{=V
zW%Y)H%7*xge_Yqbub<-oyibjfObkLi1o85{4MPBndr*1>(2HvnxWVo_Fw;LYJ2*5u
z&_C1ndg|57@#pw`el+|D4c&$&2Bs&6ppL#Bx%*-0=;z_R=xqCG^w_&Mho)Yi9U17x
z@#5zTv`%o#-@VM$aR{n8et9i;y5J~-+ju%y7l=ED%zUU8tPr<QaKhKI=g1ZZN4|Rj
z;w_rGqWI-6aErJ6x8vu%@%5pJ{^{Y4nb#-Yb=Q38F5)Y${hL0%s(t^wcJ^7*bk9*x
zF_siO>z}_Cm=Jzb^~L)FzklW4p^oY2JKjD)6SUQ6)Apr*)2H70cb!=?T@@39SB58E
zz8-r4=pC5o!{2UVa^#mAfUV-c-x+?L8f*aY20&>9f}-pTK4*Z__~iJj-dE=@oQM1i
za02=QfI)*GTY<?0rw>3x0r#Rr3>9sFPr#%gXcT80AUZHAKoro0HIx*jbllkSx7-Wh
z1dal{;n$s=nSImu2AOq0P=FjDFghw4ZUo>cQqjQYc*X7~aHc$g0*sdcV57VpHHN?9
z-uw6OVe?SO5AFrT!b1z_#b$VWd86yf?p?bM9fVo#FxqW{%;C)ta4)X$cEF;yZru|2
z900D6k$1GTbU%BBWPo=cKfV9-<^88WcXoBJsa+co5NK)1^7ad8-gEdy*X#TJvt46f
zfWCL0^zPWT7puiC{U!H~&A!Jc5|j=-883l%gk6ouwY|Hy9^AQRLv3aR&mU(HFi!aT
zdAID|^7!ff$teW2@iQyFZecKQ=h>Tp-aCVz?+)>saU8$dnN?6CAX|=?Pwl21m)jnp
z(qF*64<9}#FE7WR0B`^Q1@1*i1<?0O-)BV9;baz5Hu!}98(+X*epCMOZTw=u+JIAL
zKrc=P@!Rr0MY+GZ9-wc}V9#T;)ERz&={Beh7~Nyty;D7~nE`z#X2#!)^4a+J;9i=p
z7F9>nM4Ld-)G*di=j**cbFT)1e8IhQRtI$*6Lq*9^yu1#=vzV4CR3pHsp%UL4Cw}@
zc4llYCnzE)E}EAd8I}~}AI<d%_w^3<@s9BEjdpbpGiP~H=#IuTHi=@ZZD1j%YPe{X
z!uN~C=dF-lD1_DsvI|y8{jgMY!3qfxX%(Uo!`qJ+9i18)923k959NjjZ~|SeT#zQk
zu|z43lMBt(T+<jWqa+uINH3Grkk_=J**Mv_BcO~*V#<jtuUII8b`>JaBvoVydITei
zKAmRBFflN-pxb!4aqX>~WyBT5gruot%;R%o!V`nI;l?CWX$i&UOGFgqG(6n75n=IO
z96vgRCbDwHkKg@a;Sb*|`r(`T-~NZt!XI^%<(MR*wF#Ml9v5Q5no{Bj2n%+0<hi+~
zhXywk=2xVpxLGhM1T_;>*{Lchh^>@ZxmZ$onVl75-=1yv+i#pYb+C2k=B7<`E!!F|
zoH}&*<e`1djq59mO48%AVnfm+15(3%Q+ZyQk=}&~0X13Sn<|n|wbb;q9qYS);>v-#
zU2D_oa)aygf_FEhpWaz^{b>E=gKPG0%Gz8VQ&$vRk?CEK<XW8SQD4lf%?r<o^x(Nz
zIvQ&`o9M=Rv2!B0`OyK1{;nLjWKH#X?lw_A>;NYV8;Z7?_)-<|#g=4Ee^*v=q;F<?
zFl-M=QQV^JxctnR=ui}jnNf|@jr5c(nfeYkCXV)0aIYy<4TfI2iJ}QvUSCICM?*+Q
zO$cJIfP2l!>SiQWsy4J)S+Fi$TY;)6Pt%fT>MFr3Oq3ValwPhay8?a@GXo_v5`vLM
zHRYEmOZ=p%u*A$r(au!cimYL2pusXA*phWz8Ai@D19Kf!BLxXfk!32&7pg2<NDx{^
zk`|{Z$eJk1G1OFSiMm$W+GJTd)n&^?zWr|5fBeVFKYSy%XbD+Kg{h5>DVi7z9X%Ve
z3CF_9#e`0gmDgRd(qNU4iG-w;s;ak%Ns7CBMMT89)RgsUDHTx>g&{%tK>^wRzNy|G
z*#Um56Jwk5GPjo&99Ua@e%q#VTbuT-so0R0UKYzM2oETZ4yj3r*<6&hudd?Mwhc$O
zZ~Xt*d+YG15;X05XZIV~nU?9MaY%@JrQ%hQio1JKNhPVcr{eDJ?nDSNLKFxt4UGqa
z6G(u#JH*g=?@G}OJw3DAJKy&E$GcnCb5$QoPMuU&)%l(K+|T_qlow*;v8xl!#>&*i
z$===7$;r{)#l;z|{aLv=r_P-}ec}6@qT-n3)Xc)-r0hJe;4mW_I~<J(Ns}dzUaYGR
z4317qzkdJ0?CRRo^2@tV`|I1<a!N~bN=q{eixM)j;b-VPaqhy^p0nWIgUt@E-uA9u
z@aDC5pRTHJK_eSkMT1CEKvG$1e({+rH*Y-X>pXKIC9g=w+*&}A1oQ>#vO^u;EKX5z
z0co-@Szb^^j#pBaLlo#M%_fZTEHdmOGW!T*E-^Vyq8$FYS4f&&gv2Hy1H|3VL)^k4
z1jPLljyiX8f3=72+kHa7-K|`NulDfb0Sdb2j*N)R@`EMy?TPu7;i>r{$$3%P6`577
z1r5jZ8&04K8c(9~>W}9hJeE^;6qQ?lEW7SVT6KGTX=6zC{;=HYl<L-kmJ=06FO+ng
zNv=K=Sy&yCR}qj^;+s~$$SnR(^<LI5KiFwxVF;0BfZk8I`)T3f{KLVQgOjV1h|HW@
zpPgBonpz#7csT}NME}B5sE&vse7P`zsST^sKfIakdOzQSp|@}6Ix&YABgrtG;itdz
zlgz;llY?`U{c{sf{y{yRop?4gIW#jhj&p!Nefq}^Xs|AzmuVhA4;KXDO#>~U5gy=I
zi&HC0lW+wi4Gi63tILxsi({`AMqVupK}Y?pp1+#wU)c=HMPBY_^>k(K(dtYu#NPGM
z){TK2Cijl-|1edHT!lB79Pun4Gul?Bt}|D-Jo6v#J%4`hCi=1r4?juz{m8vYGn*e=
znY^<4tYV`-^W8}4hskQzOK&_$Tzgi!w(w|WeR*MJZtmsu!b?Ex-<ljYbt?F%mtYlu
z0tr7Yun=^F@UhO$&Ik7&ppYa68vx9u5KCE3hP?c|JNNG_uPh-G3bOkr?ggMCWCJ9L
zcrl<R&=)uj<(5T{+FIInG`sBdn7*5b{x0_d>VS3tJeaHDRD`hsHU<dAR@PMXox!4j
zm6w&30ZIXi;8^Ii01S8-HW~X3ND?Ra6BAi;D;ydd8^C)wGk|+>fsp`#1}vv8wi6mM
zCR|{JsmN(dNde4%>WPEMj1BI&*@I$jIfSI-q+~!cl0C3(D0m(52jUOU%gbZ&q^pN_
z_l0XO=GI><zC}#g_{xWeFUH%tj<U9gHK!Qk&Id*&R$jlwAP(4=@7=o#u@?ssaB%?m
zbF<U)GNa?8u<M7pOdqabdk5PC^`&<oUYlE->wDUtm!FSq!vTV`r*Fr_-urVO5X*qV
z!s%O2(T$6@7jH6)Y`?$rbO^n9Yp-9fzeadmPHrCSx&ITmm*q@8H}W2NbSoQgm=oI8
zag>H(#2=5}|JxV9)qq}nFz}6l`)YP>?r(mG{@ecv55v>hrw?Wye3BiIsMEjLkIv$i
z*O)rEI=eVCK0E$vaPLRxl_0XXmm(^P+C*PuntkM6Wum0As3g(}6bVxD!q8nM<wT^(
zLQ<0a;?jar3gQ$UC4E~nx{IB+v%Qb4m8-svm8z1Vyqpe3mdcQ{#icZbM3sd^Rm7yV
zB+0tsBpne+bsoTrn39Z=fxLz(S=CTLg7U@IeZT#3$CjPkL@6aZx_4-3VnkR{d~|wN
zN<nT)L3(sX3?tgl-rK>z)<jWHQIN#@XSQws-#6d=_M3g*?UNU$=&KkQYntjP>5(uZ
zndv%~Qj}CO)-<s}53aF|xsI8pf~Jm=4$YKiqGKw=DMaKWI$Aqs#Ah_sG*=c@y3kw|
zq$yl`c?kSOJ4<^XH$OW|nwmU?ecM*x?zjK`n=OC%&7Xh!FMIy{N0K17mMnOTtcHQi
zyS9n3@3v4?^t3SXu{MwQ@n|T_MaB4dc-dHZ*;>-g4D?mxRLJ5ga*{3%R;|r7_wQVN
z(svv2g!k`WyL$2D(U!V~^8Ecdsb%T$W$AI{8F3Yvapmbz#mONB@r>MPuiR*l{1}hA
zoY3!Ei>`K+9j#7k$P2DY^Qp@Y=su8qu`Tb)k)kur8TAE$CCM%Y@s4?MbW}x#cY9TQ
zOKDtggnNXOxu>y4h@ELoT2x0_c4J;rR;ZVwo|3gXDbU_D-q$gK;SBT@W#1yswcU?y
zUR#)Q`BZDq_s5R4R5w=T*Oq1FrALP{oUKhYWW;#{xVMW6?v)~P$x8Ff!=FInQIzM^
zQWw?L6w^=^R*~mdl;M__;E*M<%Mm%0C3yk86e1Uez^O#!RwnW&i*hT9a4HDxljYwd
z&AU^EZ<o9<n<9}zMS_b$WS8XID$4maf%9uA!ENefUVTMTeTtZ#oR|(tRF@=bBrl;S
zBdR38DaW-}o|{d9XCH-!Lz$0TLs&qSpO?IMH+k<KHGTng0YO=I4#IcaIRE`mY`^;h
z=bye3-o8_gUr<?8OkPL?eQjpyTAns`$w8qh{y{!w77i-vG>Q^cPTrC%YokDM(bV!b
zGz>5^LwOq-FqbXNLv5%L_Ov(`r*uD`>_A3_zfV?xUqN_q4*JpDox|*Hf^02=XqI7g
zn`l@2I8Uc|Pv<Ci#~>F6Z#vDMYGI_WV{K_35f+k|5FZkZ6i>*y2_@wfC(oYmI({-f
zHG}T%Wo!)xwgYk%&|hXjcLDvHJ2*M|FhUcOs+tcy8XN-jJ{lZs?Ch{{ah6b!C&)-k
zDo`{HO+5WWV07p{d$H@}xyrgG<dwxFX8?oY+-pC628IW16AN_%li-+y1BW|qK74Yg
z|3%l?@6(G)%^jST^^EkbY)$Ow#xw_AD;pI<6O^_k)xgHiz{cLdhHhZvq)&C$wRY06
za?-WJvWt<Ohat^P%Yv?L>1g8MiCbhfO+*#62=W@D@|xm`I=JSQr0_{8iYe+ys~JeC
z>Z=%1X`aCldvhuq(~4_d0-`OP{cOELT!IrA@p-}N6`@&GVOiC<4$i0yNGW3^m-wfY
z1f-RQWLAddRE6hO<2pF2GB~?3EWbLwyfLTgXhwZUNM5CDTn05L#>6Mo&@;#)Ao3S-
zFHV$CE{(ldc=mAa!6)4PwD5TT@#w2DK=1teJWjVQtuHLEFTMnNtu9O~kBu#i%q~nX
z%nmP(_q-ZE`)2Mapcm--db;D~*jY^D1>%0bg8=kmirM_=&E=7EFNcr+-C7<#y)bfV
zZuB;o`RC{hK7>UUtPAJ`Lv9w!Ks*0(Y4+8^7!zgZ9y6!GVp<tA+u8f@%D%#&hw<-U
zji38eE2F1YhC5e>+tx-qFf915HQKs9RJSoy^?JDa%~1K9=Q(c&bKg%?f0(Xk^5<Cj
z>*v|)1Np0iO)C=@ndtjp-}7RdnRaM^`)7_p7WXdAKF4;h4mMyu#p`F8@5U?fqA)qU
z9WGuU$Xy$1+*p3b?7~B5Ia&)}A))stO>I!Xm>uZrNW+)`gTY&iyfWYxOPGb<H7^(G
z%Xv5p2Qow;7#gNny=g(Af#<KCn|?WojztLRAk`oBUUR@C;1e<|T6=&2xECkrS#E(}
z#=ZG?{H95A1ATVq&!4ZX+#eYo>*D5NO{IcYVa<gH19CKwxT&cTOb$gC2nxyux<k1I
zpaN5Y&=`OME`^mG_hE&gSWrDCF9Us{A;UfaI|Nq9x<JPUYO*rW@LX(g@9ka`Ys>LS
z;48#rB<yW=P(mR`+x{D5i@_biQdzyceXiW-L3+T;jkm8}zgvCtesFaB$dB8Dmr6)V
z={k0NWPAeoQ<GCuSFc{d#6zGs{v1p&#M>K&c<Nw=m#2%Rg*gsA@K$3)U}H@hW@=B&
zO!hu{iugVp1>mk<!o6pD`|po04=ukNfA#L#y(j5eIjraY&*9!vL(IW>6D#j=paI<*
zAN7CY+xH8ff|DlrjG-_D4oBBGqxAXj*srlXK0W??=K15<KAdr5{rqBqDLX6=zIy#~
z<MsOD^1|%=%&)<{Or=+1Q|uKJr4RwV1O)<t0*f!p>Od4%CQ2xYN+=N|6bTaYm@CXr
zl;J0m1tnoT5a$(>;FpxcfCfc98#B5y&6{rPWohE5reuUXV1lrMfPkEUpaKuSJUf@n
zK5i19u%ZxARY*)tkf_Qlq9`b?Dx+kipl&X!YAhhG^r!DQ{`KFteYs_y072Hm+J)gC
z6CRqB7?YKqT3nD`nwMOZ5R~X*;bN*{tV_~V;Fsaw!nx~r-+lM5Uvqr3M@3wLs$=eM
z>EvPUY-eC?qif+{NcEz+M0th8Ga@290zDz~s^}Uk>$qYHtdSK(6r(znBE5qeORBG(
zyl}RyJ2^DQTGvEIK$I*bZf|1cWA8#YwbGW8=iavEyWjrH_CNe)#~*&P?RWpe`OP2Y
zg}8Oe;s)|acoP!d@vQ{gPHQzqUn|o9Tgw!G@7B_SBh}^QDe<|{p~XotxpCpq437X;
zdv7OdY^ZO`!HVmbPCj{X^ZC;|kMCW(dj8nq+S1DGq~c_NZsh)~gxcKX19?fcIq_AQ
zQ5C5nC5epONVjB$O<JIBS)%9uRNs;~x1t#5vIMsSnT*cL*y9J1j#S6j=LKejQe%A#
z<Nb`21I^RJsKrUH%_WibdEu!HyI@-bA5+aZSDTKK47g9*OER)UJZ#m;MzRD?bFCOp
zI|QYLI$OyK?3EQ{3wEWpROJu!UYdS>|8dWSD`z@SwATTB<HLPz&9sSvY-~He<YC_;
z%(q*Dz(JPcp~&*9DhYvmb<~NPDk7Rn!rICN4Fw@ZNp1x(PDOEU3XxM*hz)C|h;S$o
zxReN-iozTUf^2g9dt~`{%L(kEh_EXX_9=+4kp*@VIld8Q`%;AcD+%836vg*xk_2?+
z2zqivaIcOGL06ifF3L~l+%3btgTk{<Re)PfkXK7sK#xe!78as#?2}_-Q|94O;pJ1{
z;F8|MCc15h$ky$mJ9kU4bC7uXWd(%D0z#@%GE{xTP%oeTIeCpmB}FlD8H|7wPw!Y~
z*H9Z;fTgv+rBwjR$~wTxih;9}R@Px??sj!e_V!NqXJiHiW(4{t`FbaMd!{ga61+V^
z>2?7$YOsTCn6rJPn`5+xGYZR|R%UcFBbvDh)xyl$(!vdENJ`4h$%Q<F!PH?9(V4jg
zC(nJ~edc^(TDG0DhlYU(hN-#w1^GwBx(9^1FoN6zf`ek?GmA^xPMqu?8y}jPxp4h@
zYJMJBRr$}mc6_mI>o)d%1ZfhL?owV`f9%ZnZO2Z++Yp_c4h8sb-$4J!M8_ugn%LNz
z(deo9MMutFc=%%Y{<ERh6Q`4M3#^%qY>t63@o`zXIKE^=$6C9(8_^sroYB$d<>2G*
z>>uhL9PJSr=N=pfSat9TbMOgu_K(DZ8Qt5$$=5Y7#?C85N#6>%E3ImvsAp+t>!xi%
zC&+2=ODT~wjC3p=Z9RhgqEeIc_vcnM71kb(Oe@qhv&ZAfTBgdzG%ag)L#IG%pBVd~
zBzi~+uC07yOg+MlT!Iap0t}o3jogCGy(6gpaSmZA&e0ieaoK@c<!N>8DYb`vQVPud
zA{434;`){Z9aC8ghhNCO$OJ%p6fC}Q_I|=$ENsqey9dDm^V*g+78lkQ7FQS01ow*R
zB7kq;C9-#><|k(6rst-fFOFPV89VlN{^*Cr_IERl8<TBI<5z&V0Nu~`5y0S0=smqU
z+P*P*=<n9rXzR-8vE{LIixW2%ChsmxKA4|;IFIXzd-G$r7sh*+rXFCnFQx-yNbc(V
z<JI}T&3e2#_h4=I*4oq$Yf~3Lj`5ww^7*xiQ)}bL*2X&5#@hc{qb=*h2R4SQUys(l
z9;^FnjqHCjnD^#I7I2qYFS6n9WhUrORDGDPd;c*{4ABZjYlDptW?#(>Fvq3+lt2ID
zeJkh`CS+z(C&+aX%`(hRw^`Wtrk^d3Ut1Y$Tz^*h8oWJ}kC)p_?k#-7Ozy2(8#}S_
zau^w+i0j8S+VPl@*I(@xtVTs<GtSu9$m!E3Gcz-+tSrI3@b^O6h0zyO_UQr>0&WM4
z0Ue!O9b3B(KO65~!WJzq^gZosZfQms7f$HM$H%vKv_Bghc(wi#(I0d3Gk`-NC}8rJ
za4%G47;&Md0wG?#dI`S-WLHe?%g)UY3kyf|0oH?UgAD+*86F-6RtMa|=YS_bWd59c
zfvo-g{ph>{5`(~R-n@ZmFBbQr(G21zYYN8ZU=42|@u$BOR#?md#Ad)y@rmbQ8-@Um
zo;&<sKo2D3Xo!f=lRt4U)&rvmPIDtOi@Ejh-j9y`b$dQ4#>cux$0z0%7Vq4>S9kEB
zi;FAXQv4x!>Ez@j%w5XKOo)jLbg-wf^j;?SR;S;)b!ud4^5%o5U{{u+`%Ad@)b0LT
zBQG%<ZeZyHwBO{6pQyqAZ~J>$dhf9p?=O#kc(Q=m)9;ZV4mAChtPWT$dIS*sf(u>)
zr)OZU`uun7*I1sIo*0@L>YwSqKl9^xw^{rM-y2vQSln1d#2LOmI9~oWxEIi?2#3Qa
z^eTuF<Ow3E&(T*&R9ulDP7x7T5D}LX5(D>=1;imX$q`5pdyybTkyO@KGj^o9dpQSr
zItSTPz4WxK73B>`(ppkd(0ld7B(-@26xq4S%;J${=at>fDfR76;jgyxf4yDco1F+G
z6Z(2P-|xR>``wqjzxalogGWMB8||JxZmvPV3Sak7KerGxjXRh*D~Tyf@kl8Xl~f26
zX$~==Z9H6G?ULBbZ=-G$>B1<CPOC~SD2>l5iOndD%dAe#Zz-&5&abRU%u4XWC@nKP
zO`|ZnCj!T8)%6|q%(6nFJ1Y*{J$>=!u`@O4xxo&u`Xq{`xQv6Yv6qF7tFgJUyu9%C
z?{@$GH*A0W4f`Meb?+a3Bk<i9sv<l_vf@Uv66yp#k!^pLX4_$}sT^u&73oCF31PIA
z<R7oCJXDl(xGevCYr_v+EvF9EwbhhX7o=AerXQ*;IofjI^pQg+IvbJD+f-R_xT>hB
zB)cLtrZ^$2EG4ouDLg+WATQdlD9*nuDWEbXC_l<Q($&b<O4-X?9>uU$ig40S53nkZ
zb*fJD-k<7~A7vlwY2a!iWv4@MHI?z9QUV-QBR%xegKd(0Exk>Z9n@s(Rb@h`1`Qc8
zM@lpICx%4O&GjVsD7?Fj<wQNrwbO&#<GdY=6vWje_-J~{$su0nI_mpxUmCb`x$oA+
z+drJ@Zmr8niK1H@itz5)v-MBHyt_%_e2TIJ4P^;^Eg3y6Ni{_wMKX_qG?%KpfT<42
zQeWOkO;SgmpeDtyK;VF`E6uY*L5N*Rgi}eFLxsSpA<m~E&Z`XJSCCDXZx@+wr<}lU
z65kH7ecuS}`GSAvAB6XQA;Z5ziO8uTEucdd)t3|3mlcD<K}DEbifz02uJ6d~yA(Lt
z6uI`P^Ya*piJD4Dm`F+(iiv3p32O)lX$pyG2ouzW397;bWnqH6fRGe7j|4Z5jDVo3
z3<;s_p}u|xA-A?1?mpPiU47t0b?woLs@9^CrkwnPnc1~z8P%z2RVk^c%H)*tgv9d1
zq^h*E>h$!=l$7%1q|(GhTvuhJSEi>G#>M7EM-{}!6eYwK#>W&V#+9cf6(_}~g$2h1
z`bPvJkv9x`9N=y;X4Yn87Z#N!CZ|zpbRS0W=?j;y-M(K~UK11%=fMbZ^$qe04EGL+
z^a_gDOw$buj!gjf9_~K=cyQ?9^XCm6?SWB|3L5I%1Yto5aUz*4qo_=Caj!encJA`^
z_U==ab&W}xxkZ&VJ@@<WJnpY)Ivf&{U}oz;bM?rts6Ku9+LMv-JN?gVTG~Prk}WX)
z*xR?b_Tb?Yr|Y|pW|mdZeHr>TG$Wcl(AU9-;ei2dG0DLRnZfZ{J`u_GULiOhwRH~!
z^r{$Gs~Oo)-2zPQJw;^I_X#5zL`B)a+Q~11>gvxcuCR@ZAWTv<vUN+ytvJ|mrtAET
z_A^&2n~s2i@yI`I=lp6n-=Fu1Y~hjEC!r#(OVzOPG;|3<sZl*h1~egM!+p|fI|%aI
zMCA5Ls_-l6%NWr#?7U38!aNdkGwM5`_qr$MXgYfHDeG<_kiOs-+e23Qh1?6x5SaiI
zOJjX=k3Z+$`?L3O3;YaA>x-)!D<GozMT90Wi|MJIN9g4AGzJRIOvAJQkrurAZmtu0
z@4LwZYvZj86L&VDck=Un1oM$2=K#HLraRuv{iEu9JJ<DQrekBGWqq`HZS3&cXv^AY
z(;A{{`%6~(OV@_#*GHPxhiW&5YF>{vydG=btftpvjjzWV-i$ZAnP_@5)%Iq(oq0WV
z_|0U?o2iz!vu(^*obUQrbDi(za7*iZ)I2omA8Yo|`$?v*`);`KBlkYfL{Aw27`iL0
zwqVhBqh)Vi<ZTS(tv#z)89uTy+s7Q5_RG+BQ<B|G!hgL1pW>@m%dlrK9S@TOi^Jz$
zK5tkXC;;?s&Z>aOd=S=RL^?2EYovX3`sV7=7;yI!`ZC+Se>~gETr)G6ZUx*sFz^%&
zRt$!pp`igw>;?1!<UXMw7GSltu(Z(8)dBj_>}-*!bK}<a*|{0yIp6EMSJzx;Pqzp6
z!p_>#cIe@Y`?IT43oEk|)1&tv+=b<UPIvf)+zVd>q*Rb9z!FDH=t>+O8R>iS<j$SD
zz)^r`c6PRls|yrb$goK3g69GL7Q{wj&c)HApL`BXuL4#DMg@($e!T%@7=IDV=YYQs
z_p+uQ!(Myi#&xK{kazEFUO>D!vcLrke~){aUT6>nBwtvUKlx_e-965oJCBb$jxOK<
zhTi*PbiC`xN1ww-#rVik+&D1I^!-A_HZ!*X^uj3t-*QjSjmHme^xZysy0aAMi|96p
z&-Qk<bv0$TZ(kptp8w~#_wm99pzqn+Pm})VaW6B)ckq4B)cd(Lrr?hc|9{$B`X3*G
z{@r_7-%xy1Ve7#s4X0J`bB7Pl=f7jW#xh#lVDWu6^X$RQXXo8!nVrQ@9$s$Xs1u#J
zYrh8fDvA*)VxkH}g8U}*%83ZeiHOLHd_-Rgfk+{UQACIe!bEvtqO2gGmnbVFK_QYA
zh_W(5(lR1sij<1Jx~a3RH^U>s-z&<)DcH)?RbQK?rD3hEPSwz)DXCgZ$QTHUYVZgt
zbMjL-_!RbXk+$w3e!WfbPv7$V@f+?hw(xwtjsLsd!rS+VY~LfyBS2D8H8C)>Gtjp+
z)U!3wvo+VJSsOYSs+p05<fZvwp3v4IX)6fGO0o$PwsNZQOZb~Rlt-tYu0C|5{p7X7
z-B+5ATx#sR+I*z9>-5dm<EJVcs^c>vXs!`7m+JWR`qZ3E-{4HY;D)rE3kRDAE?geC
z@WX|JP5a}L0xhX7+WJ9OHc<}FF^<l@7{((ZO5xtC$h%jOXOA4`PBlReYei|gCdEdX
ztScr!-1aqT?>4%IVz`}UjFW9<fLC35LUUevRchS9?37dW`@e6kKh;#-R#jA;n_QWl
zSYMXYTvgb#zW@xJ9Uqnz6I7NKQ=S}^73!N7<e3}E$PV*~^R|z4wTgDLjQ6Id2RbBr
zTlre4IO$2+YZ0CGB?E0$61<EHA|1*T+)CqIa>8t5-1R)o$R-M$x-xq#RCw)mL|u%f
ze5s0&E_z`Ox~{siHWZ>IS;Speu^`yJIzBiXG9G^W#kl1-w<!zkwN{pj_p(n7aP_p%
zu}~vHT(vh;%Z>>;RGHsZUvavv{)dz8T}@Sq;S39XH9^ju?AyPRB5*6qiK$T}wAG|d
z^c9Ts$ZCqh6cUe|B&VvJfQ6nM)sO=2)s_=hmE=`Gm;={#36AebJUit1_b3VPQxoOZ
zg2fj`UjmmRxR+<A4A*uN53{7Xw@Pw-C&BS8u4VXkzyhHx#-k}CtdG7nISDOEVPzpM
z62~qXwjC61b`@Su6&_9veqIAn5i?0iYcknVhGZZrrb{3iN=TWIWX<I%W(tZ1vIw1)
zB=HLXdX=S-=&NF3VBqKOUYeJ8q^bE_TgR0n$8H`was5d5#l!8V>zj^L)wY#awv?2&
zl$N(u>~AS8JCKuGota&in^%{cU!9$^KQpT`BeN<iyEZSsCO5A<Bcm)my(%ZWIya{>
zE2AnW>tIn~O@3}(VtismL}UmCu0$p#rX(b$gdyZTHmS6%DlH?|*o^Ar=5zMq^?Q$>
z*EY7LWECc)=S3xE1VqGn2S;vJgjY~lV02tcUO_`g=e>b}D|dS1Gt&*MEC?hiE)hWy
z87UbhMT({t5`7PK9=mkocISyR`wupy<`fj~uf5iL@5bGS`|F#+;u39L+}#*~We4gn
z+_?38YUbXv7nP080nxD*j?V6ZAx%fSFW$a$?BWlFwRJQvZ&f1`HDgm9D{BiU7dtP8
zqhE-7P>gRxvU^ahIo;cU>SAK&0l^lbfbcWG`JiE92k70-MG%rv)wOgCNyzpHi3j)o
zc@MvUlrk9jV8`j6zLEPcX0APW(cJxgP+X><wDP}wz3X4T-0?48?fT6(?B8&Ui)ol^
z+xb}fL|XVnYT9{A>r*+&np*^Ae$OWSJ2s&|^Gk7%HAu#GI!+98-$=i-;<B!DrCn!z
zQVTTbUR)HduLULl$V+6CQ~QP7iywcW@AT3nEWXTBY_rT52V6t`9a?%Z^J)s`zQI~x
zgMX001=060hKRi$YkEK50f2lnegI@UKl$kAdxyD+zE>khH^v&@&9{G8>UzI`$G5+m
z?|3`cu`$>28p{i99~Rp_EOmTXIE+@ZcN6>HO;o=f-~Sfg+85av;;_*d_xeTNo1x-2
zFLH3p+u?$@BgM=bE`mUce`2oLyRou&<IE@iwcr+*ZTK+P{9*pk2RM-DTi(wddOzF5
zthtZ3e7t?O5!{Q&TucXMqVG`N+ZS1H`jdga%xHy==v#xk-aOCRc$%^HtbBF++{*0Z
zSBn$B1bsK-CSJW}<|DlZ2|_quUYuT-e!ehz_2sjM)&7EwXHb}#N-q<7AupquZXk2*
zS=s8u_i%0?${3)FJw6M4akdxjd#p?+Tw{4t1b%hrPA{AcEc-4p0npvXayWc`jfoYZ
z5ur{lPC#E!9F9hh9O(jT&M(a&=&Yux#*S`hYHAi06W7ps=+5&y<13@nuO@~k2k+dw
zjc5g?3HBHGd!hFNR-viF{yH$wk4bO{(S_jwvNEJpK<q$&KPVA&O|_wFYH7kGfKXqI
z4uJrRkto<CY#25V=kyO8IDn`J9C!ht!O-ychK7Zq0S*3TsJo|5oq{g{E8L8&LnbpU
zplis)n?$et%rssLLNVmxPd<lFdM|E=#Ep+P__ptHAM((kLbC+q#>VCc5Bnx(=a<&r
zEUdqO{9?4Jr8O!t%G893=vYHX*O7sd@%vAo7nWAKxqIsA=|jE-TK7NgTU?mfSQ%cM
zzjpUpLuzt3{$DV;*WSLiwzjAD?$Gq&KgYd~=0Bi*?*9Fsp!c$-wtYYPe&i+7>VQzf
zA3yy6oi1N+FIJ0h*5+x2H~0v_c=LaOd(qkktHa>T;NzJ-NWP%ohcgdR{qy|@ja*t=
zTHipQ-J4&7dliU?fnv(Mas)K>3o}cYg}yL6h$@IMOI}!1PKY2YB+BGoK{5Dy6~$x~
zh;q_`(o#Y)a<K8K7(3Z|2Y5w?`X>hZ#=APADa_x_*5AekCyo7#&Ahb@T$MHKNECB%
zk`Yl_pCF}+5|PjrAgc2bRCq;{1&M0nBwY!zuBe2%BuPtE-9lN}1WpMdell57T~*#d
zSJ~81&D>Dc++5Sj-jHsoVMP&=mq2^@PF`a%`4nfrV+H%4oxZ$yyKlbd(e%~3BNwiZ
zoWDMOrFZ<|&Ay{&FI3i7g~vC>r$6mJJ8|ho@1f2gY8tK`Y<}2rZ2HQL#hyD8m#*}-
zv^FKeSr}9i5_TXuwk0LCE-og+!#Rd#5lu4-vo>NFYXzF=#?h@}94!5ewJphF(mTE(
z@7iLoEE{ZT6mDxC=S<7+b5Heg4WU_}l6_oL{XL@H>;vsBy{rtw+-Q}V3C-nsHF>G|
z3E{B}w-9HWKnF_()!5Tahe0(=@S?|iIrv%Y(RJi4mBcKR2=>}ij=C~-n&Qs-(t);W
zDGbZ%RNvN;s3Vo}ttFBBlRYzntiv5OT?{1+$?RI<JB{QxtW^c+y5c^TlxR1@cz4qf
z8yz=oc~eP#OOkMqg?7A?WenY%VXkFG5z`RfN8b0H7Lg~|&NMUFBQ4OKK{HVm<CEdt
zqbnzFuBl+Dt>oiiS(cTEu@`n`x@00B_nz-~*|t$+2pX_v%Mw-OiTYY(BVDqtx`d_@
zK}|tOlOkfIA%#d@MR6`!p}h(s`{ae#q`7y9vwut2^_2ws7G>dm8Zi0_?NbtDQ-%U8
z$R^LXo6Nmka^DsiuB}SKY?_k1da}YgBta!n4m=meU{y&0J$Z4UuZD!6vIvio5SN+=
zubu?KP>QHW6wwh8)D{xZ6&5lQ6El{8<ST9@DP=AzXRV}Sr>RBL(zaAp)0bCJmXJ^*
zlPnGNX=vCsG@w~qg$D%|W@a9)u07q-dZE4R+~M}_gN=vF_t)m;m#1ZxrlgmrXC25d
ztj@{Hk59~wj>R00qU6-#)byg1wEV>6+=RrOgv9K)g!Gu$toZn1&~H{&VOnZYdRk>}
zZgEC>LRc8X!_$FgZ*6UBL!;Z;IojCLeSCxR3(K=|ifIn+z5x;EFWtQN_{E|2<3$y9
zh2;k_^2;L=(*48Zd@y1-Fw7$$gb@}MoswSF*mV1G-?8)OOl+yUxH-Srw&hP-zunH9
z#UiGrr^g75=s14r%B?#`PoJx9Xim+^FRZA#1SRXv{f4&A)ZBb;cp0N&s~Qhoy48z)
z{F9Nf+QV%j@rhIyH?NSemhKbZ-|B5YeKxJQ1mmp4D2n2WN-}C1O8Q1BhNkk`Mk)qY
zW)5B`RRe2^wwZ>Bt*nO8E?(rR5M|Yk$m&KrxkYzyi;~m~XdXdnMKxhbxdgJ>Hcp%(
z(((w7J9quT<jeO{uRc5-Upjm3env^Hnjv*JpZM2%`2M()=SwyrPH9zL2Osz7jIivA
z;H)xwSdzXIL&kv0Ptj$QQszK%i>8@|9SqZH0hy)#86_z-hdXaPYP)(bvbYw`UP(hM
zUS(YYbqu|B{pH*X^qpOrLX#RI9a!j#^J{2Zn_Hb(h0d@B&0|xR{5#pR$etWun7qF}
z*70ugAXDs}ZwJ-_Zh^Qz=U%`tQ|ui-z|>b4I^Iq<L!R9jYg!p?o*iwPA8Xi{totz2
zu!+7*>G;F^;Sckz?`NCevEmd4QeH!P9VvY~4j8V4{q@~M)knA;tN4VzZ^5f0MIU*X
zMa3f}P*9mX3?Y|Qqa{pE9?EC(?WY^Z%9+m^WO{lxA7B0>{pK_2cOd00(sY5oOv6JB
zp7mxhf8%*R&=*!=Ci?zosxNbwx{5w=gd;)hUBk#zCbG^Cz8w30<wfHf3wlQ|mH0>K
zWzJ~JU4K>zAM(oV13)hZdEm4>(3hq9Vm(lInXLP2nZ?6cf_Qx4!uOcYjGi^jx@9mJ
zFz7zm>}dP^`r3_aoyR*f^E0ieR;<jil9J;7{wH&bv%NoZud$hVSZvaPwzk{P?vB11
zL3jD{$!ERyZv9uecXDzP(k_B+;W35*05l6n0niutilk-q+CiOW`HjJiFi}951&e;3
zV+I`+n|I~%WvmL%g4y`dqsN$VZRdcHVLi-iD=RC7!<KpPYm7yH2k6De@8P3|Cr+I>
zf8qSp)FhDjQ%4?)T3J2^a4(G3*cfmxG9?gIftUzmV`G+sx3#PL!E;!6-=nXsr|(7C
z{%T0&Ff)A4z4x9B<P{df)r+^0#k~VhAG}-`Sbz0!X8Qcai~FOZ{4kCgp~3&lz5hRF
zX8?Uq55Gs>-^43sgB!j?kbM8HZ2M2&i0=`^Uic_JynheQ#0TU50`#(eDuKStgx;BF
za68}{c3;%+?C{k5)Y9_e`UZj--~JlhOA!~Nh!G+7%8H19cz=Xmrrx{By##q-!Y1^B
zdkN%C?v)jmgx)JJN=EOPgn%>&JuOOx;NBpg*odIC(7;qL_b4~#a1XZ_56^ga&jc5b
zc)Dv0)gjE-!cW)OL(9-r+t5wl)Dxv`<f^Ifqyf``iJO&OfR!ynTi-!b$JW@?MO)j3
zAfhP1OCn2ZXeb&RYFJwtIMB`A-EDk*>;oK(9F+-*QoDu7yZFsT<&tgPS`%|_*LOTW
zcK+GXbA9b6?liQcp0pi*+J53eQ|Fb6y3XXRGr1+>r!LH2y!NQM{fE-ZQ(1XuatnH@
z4?I59`l9RTla|&WN=i>>=bX#Szg$v!ySDaLZS{rX{1dt9-8re983|4C;SF(Nhf`we
zqC+xV?LE{LDZ97I?f8~XAqAP}1)CX!S{jGjm<3rHyX$GV>Z<vg>7$%=)$BACX&RIu
zJB#|<)Ds6Q+bardv(Q||h;X5KnCjAXl<l<?-HkLNoUEdpsov(=G!2rz44<|Hr?D)*
zl?v!r(#KLM-pjN!-lL;D?sR?T$-4Bm(&*9z_Y{Ujn4`9bsjQW%pt%yiy^gqtseFK~
zdbFESW{`buuw$|(HOO4sicGK|3HuqV$2yv)c+e8vY{O{AbWM3BzCG$9oc>g!f~bI|
zg0%eTKm$2(v3=X+gt;i9d}JXmQw@d8*wBpFPy;o25$-)ad$$VnAYWHPOPMS$EutVJ
ztfMAvtS4upFK41FYosM(pf0JWBCakgC@ah+&Cl#vgWgN#+a<~Io$!t?h)4+*WK$L4
zkmK1&;@Bq3wL_MBCyK<mU5b4RiEFzmfm2UL$b=$hAV*LZ<%H#!EXb}v<k6HB)s`hH
zi}6uJxRpeB)Wrl0NMc4L2_10}H6cC<H-{oOhX&}EC~6=nX-p!U$tzeYt57vGY_zm7
zWz$4WO<O@;PgR9xZf0j~X{@hnYHZ~0;+z;AU0<>PbbII3lV`4<K6mNZiPLSJUG+_e
zs}D3+R<~5w9%*cDKiE)PR9cx=P+MGju)MNye|1A;)q%3|s-lweyn<3dGT6AJw4u7D
zsrEqq{;J06nzqKK#+sVk^z<PAKx-?ix`vLdf-*%(-N4Agml0A`-B5GjP;gjWLUPX4
zn-6Z^>o48k5Sx^poKYB`ni~|6;2Rv}9~SE$7UL5f9uOWKlaf|>u;Ir2`)%Fb>W2E?
z?B4O`UE8;^@7^cCE2$u7LZ!werJOkT{q@^-JGxI+9;naAL!j@0%RRj}?>=bm=*q}1
z^b3s$j*hLUt3P-3`r!2JqZdOM2#(G=TUR%~@W}R4XD;8l*Ln6_MsbOeElpZgRbE?1
zS>Hg_&{#<id4al$7!zafVd3blX-ZQyu+lcOlh-uf%P-C*2#1rUqK?^iPT`$AqPUk4
znOszJC?=zbD6g@HPfSJMGAga$R^RaAo4-uHeD`>G_U!fh`THBq96Uv3)i^{*NQB_R
zh;w~wr_jXM!kX*@Z7G#ao^hF`?m<cxbSYg+32k#Z6PmuWpJPOFR8dWGRWnk{avHl%
z-W}-feVS5p$UZz##nzRCpkP}U+t4@`_pUAstS<C_Dh&KxSr~k^IPz*~;?>d&=BFVr
zc6oVWZgF~ee(=dGb7BRnpW?;R^M$o}^iM6XEG%G7(Z`hBpTg`E8gvF1CvUx;Y=b_@
z<lebX7#?7In45U|<3s<N;jlDuV}1PayQ#WOLhjfYKeRgB@@n|V{P6M7;S=K{$5zJM
z-cGf=pFR8@(7V+2VfhHN7CWHIzMHH8roMsO7FzC9-QU(Gh;BmcC%DBzDe(0z5cebf
zZYsm9WeB!|*{DrO{^{+To?aMw-%rEUP=ls66xRIaS?ZgC<aZEb$16VI_RUv(J5+$+
z1*Ymdb{c59g5ZdMK);*kPniSqn0?|<BQfjk<=o1`(8|<})uE=(J-sZY7h4X)1B}G0
z!>vps@xt)uyK)xgV!w|W9Ge<148zQhHsB&u&BKRV9UYw@Fj`ZsS(AtXbr4;_c(`Bz
z|D0QxeLDEG^+>C$hbvmEOifK8y57FsGdVrc`>^*w(*gJ#SZQ4~ZJj;+4~Lh>M_-OU
zn;f|PbMEaqj4>r2UiN;T-;0<6Kp;!+g;V#;nX~XSK=y?GoS2w!=uk6^3b68`>+RBJ
zs2cd(+{_%)*}6KrV7mpTVrX@D_b~|9XjQ}Jfte2;tV1v_cKx__aBv7d;fSah%p*26
zH9-qmMMVYZ8eRoR%Duh4h*rRF4@NWB9H@cR3~vr{#xPY4PT;@cUYy7V`r<udb>6|K
z0L<3cH*j%vPfE{1m+ZNohp0nGPsJuM^C<9kea^iP`(Kn*R3bhCCSLr3h_E<yqN}&(
z)ZN=h&R?jitd4j0uxI&6SV_Fsdmju=Fa59H`_C~jT)tN(-alo!d|~qj_~K*zA0-On
zu!dEie|<h%{+Md`=@xvCaAb<<7-*lwF%&)+KmLyWD*uI1Y+`z5bZQQC%dF|?!I=>l
zec^ck1EVIG_fNAvpKuEO8r-WYBdshYMG+H|W1%lh4v2IhBGZhB);0wZf}F63tPqN+
z_mYK(Bmp8xP+V3-nj|bO&L<(xCnYT`r$I4rvh@k_jgJh;2n|SebB=Iw2=#D}_4iMY
zh%Sy!sEmv&4~Z=H3(EHL&p`PEX8DKaGD5OF8L1wA$=(5JAyN5h*>#Dj`&~Vv?dU<?
zK5=et5k`h|Z4GNv1G=q+hYOA2<rwVi6yom^7UUM;V&S1Ct|qfrL~aMK0hg#ZMJvwO
zHjCy~;N(;2<dbLbk#6OfZR=9$8PE_I*%B7p5tVc-KJ9dB_QmXilS%2d-i$0uYJ|F0
zh>}XIwr;L9wUOa}DlzeDUf%uvmCqX+$J$yayE>=4kIbCxo;h=T`b_u4$s>bDS_e7~
zp?Yd74ktv#SsH8Y+oiZ;i;E&T#7Ng)U(-)d!xz_v+JUC}!4^irmd1e=hJGe`ex~|?
z)+X73KIaZrJv!6<=<M+uoh@DE1*I{ek&aYvQ(Z4p9fqYrINcK58&0=iSObRTY}6&~
zw4_~)z_D5}?k4F$w32ww#{BS>;^_L^(28X5%n-YHZ?kB3qfkd3hK*XVy>^nXbzX!^
zS%ObZdQf9dWL<h_QJ5z*UN<cTcWp|Nt4(<%qaiK&aBgBtZemW5hn1qFk&H;Nomq8i
z%=M!!C+jP{sm6vBDF-7hCo?@OT@`P8%c_EmlFUSNT{Uq5PGRo7;(}brrckHIU@o<s
zl%Te%v?)eQn5)}cY1vz9S{f>9D-xBZ`IIEM6_MF1%Be`;pa6Y&cZsuoE57$zxEkbm
zc1f{q5!>~(=#DRmJHL|H`>pi8tz@np^1QpD1FMQ~s)}+cgN^z3%JA-%;@vGHv`-NO
z=A;DW30!2seI$N%c_B_UF#$EAAcdbxhGUP|u5A*#w=3{)suP6urKODJWR2wH3}j_>
z$RvFQd2>w-3mt7EO?3k;4P!kWBRw4*EEpNMI5{T7#55l`c=g=(&mTOVdNDFRG&(&r
zGWlY7Y~aO<M^BzV>>GYM@a*B^-fK5*{&1!D`ptVcZ{6#;jcY7l|KZB_XU?In!=ih$
zr?=;JZ_h0(+`Du4+0*_9_wJwQK2eZg<l^c<QC4T?<mcfh7@JZPk}^-8x%B;|p0djN
z+Jmi+o{U_+cF)T%ObfHq>@acI*Ou<->=_Uqn-ZIx85*4s5tju0wzm1umD{)5j(1a?
z=o0d>Wc1}|t7{tTTiDrp`uk@W7GJ!2<Hqf~4J~a2r4_kFr3af2_de`H9X!+;mzwVC
z<L4O=lv7gHdGhqV{()<E?-%Z`@(YWwad8cZjyZPz!mY=BXRcf=J6P}J=VwB*bA%Hz
zAi&n$)6&V!!qMH%!`~+?-Y-1S$v4#2jX`zsGq84)R@PO}GIsPq^n~Xw9>Q*3QL2k?
zQf^t<!M3QBJQ0#Ir-(FeDXM9{JAhNX8+ZE0&R)CQ(tSRoxZ1|m4=gRE%uIVwHKkd3
z28U&qWYxA5A3By=*+37D)1tX47~9Gl+i2RlntKJi#iWK{$VJ7$#ESaRobr^aruHj$
zJFnl*Zs_n%&NXmjsN1=lcm*>u3R&E{F>!QbqHALUc3D){`o!_o$#W}H*8piR=U*%>
zOu=7@T!ESS>CsuZ%LZ_Mjg_A>ygW4Za$@Esl(O;3h4Jaxsh@k?HuD)CqlNADbms>c
z1{OQe+J*)<1Tr9tjJ2QmJi}pi^vIh@7z~<!eB{xkk+bvTccv!#2Pa+(PxdcP_pVQ!
zdp+LtcCwC%zAWxt?)rqjOz4IG_GjGteyVPBx<uWF*{08&42|z+>Y)`gpYpd=v#AwV
z0jGa@SM}ygRKo%Ruf=AyepqOIKhppZMZX&c2Qxhnqa{#fndpnKg&{a{a}l?@HrTK-
zeUq7)#zfzroO@+KFSJ?gQgO|MUgQY_dM7S^f?llur%ErNw{Uf+d1bnX3B7-_&P~-9
z`)KBRn9;<{(R*NE*a<My4Cn;_GcYvpW%%x|+Rt(t;EXNAE9^i4jc`W7K#MuhP<=6X
z7{CUWgOYjf+}Y<Zp7q}Ct#7P%pa7vjUcWnh<lfe!H~I#K7v{#7CSOeaOz+Kz>$~0g
ze(5HL^!+35#p^zKf{ch(m}X%i0Q!1*dL$(!VLJ;7@?jW2lO3R!X~~F+#=JIwC{%3F
z^4YUzva_>T=2&ZMYi}>FnCNH>aRV4b*1mP?c1>+9(i0%G0)3sF93vwmQ&Uqh-8e2T
z4u1}Ozn)&6**V!TNI(jP%i`zU%Q}&bSA@S8%bT#>4d*c45TLKMjjfM=U}#h<$}b>@
zW^a!W3?%V>&b|FZV~5+?f#ra6JPQtxpg{lRq?n|{2nNH2W@o0S#|(2o3mz+p_tKpw
z&!=DhFZcd)+}ru={i&gMz0>dEJb?oj4QTjs{Uh`R@gm?Fqj`Rw_=j&Op1AqNWX@{b
zTnY0#%Std~PBVY|7WSB5m3slb<5RPPQ}d4}U*4ZsLG?{81AWos2D>k-AOhou6rXl%
z3BE_a2KTCy$tu#)6mfAmf+!h?3uiBK%!p!2Vq!pFsJ?&YUSUyLVKK6>IP_jQf(%)N
zBqbm%DIg;)EUzY~XJ_f*?Ha-GLaI}Q8T3vaM`I%oE9*cf*H|~NWM|JLx?4QWG1`V6
zNpp&JaEWzvkEgrE+R(#o9Kz_X(Y^uc2`N?4aV2&R!M1h*Vd2?Pk-6@!5q36y_BOtB
zTZXHBpa(t3iyq8y4Uh0m@U{=olGc*lOHkO(tGk=eUQo(ST)|CD-kn);ZlYu-AxSq;
zQm}%0oTg!_fqA}_U5$%pott;1y;F{fd6c4xr-&$ZFPr)H9n?L0J%xpnHPmbD?M{Y=
z_GD)Cl@`CKs(ewif9PQC_~GV>j>F@q&cowft)rcX2iuzORF@w~h|aLJv=-(w=H&>|
zQBSZoi!w6|HP#C-&<-}%i?Owcx2ML?EF*2q!>vtm9Y?n<2@5=5Tlwh3k*8;l-#glV
zrn;;)DJI_4KETQ-kZK%CGmCVzigmS#cc(=<S@@W1x)~|Dn<)9)XeIbq<%Bzz#Cw${
zdKbjFWrxvI18w5G%|e~@f*iC%Fud4NKg2;V*2BCY%DpB%xG^ufr6~SzVM1MccwUfO
z96;JgBgkAQ+t2wxQdma;jL?|8P|=VX=VqX0DktV{td$k)bFR4-T6DOZy@R2qr;Vwn
zt(m=vPKXD+?LfuBvV2Q@4FV4vANvkr1c*tAQe?zL`8kLJ`;_HG4YXw~ja6tCnhsXl
z)<!DYiejoVn4~78Ce07-RS;oUB5)`Q?^6)itH8e(-Udbfy%2jPc7FrzMPWf^-&Q&9
zT@>EE3cP#edH2Y2?;>;WB605m_eu-wC5d3}8y|`!%poPfCdI#(EX1KAE}$wds362G
z&9#@fXS>+m9ddk}YD5t|vb3SRtS*_PE+vUPY85F7Lsb<sU2Ri+9mu>!2D<usNPSn=
zH_*ix(BPoJvf`36-6x+t?q8l;e6zaompAYK^6oFlb6>^p3X&s{6u!7TJux*gIx#ba
zK7RDL&SGI|Vrpb~^hsa;(<cL?qZ5;pGvnh^qvMmP>6y8e)%Cgg#e4T3wYDFLNk}oV
zu;CRF6A+QGwsp?RDf#|~o}0HGHMbmV?>h5hc=pnjJ2rOi64FX~hSrug&gN7{M>oHi
z#Eg{8{D`>Zn549VvdY#Y$8J4%c;do&@1Q_Ea}z7Nor9-~i?63&XmD(Da#dY@&z<`>
zd++V9J(!-In_F0dmXrH^PkSFcsyuKoI5L__cd~bLPt442YVW*$_x{BjH}lFW7~v6g
zPp|OAq?4C^=za3^%;hU(b#<-`h6SDO5ftPT76wm-y{C^0BiJ)I$~P?DJ0#Z0H^kP>
z&(hJ;$i_*_#KywGBO*E5Js^?|(<^ug_8tN0h5O47wqg#Wu(To%k>uhRR?~9i;o#)(
z?8=opPrA-tZs<IjT2O&CP_&HYGz^suEsg1(ZfN@}s)mWVtmRm8S)Gk<n5u=nyrH$C
zDb2vq%RVSND7_%Qv^KT6F?oMOWPW8T)avhVwp{E<KhWY4pP^0n)W9J_SbTC-Ba3_A
zPSn4hIQVv=cC!wm=WAo4eSPZ0+VrK>*`AlP50+-0EY9@LP4`btJsp~Q^mw}W;q2Z1
z#V62vhZbL8q{ZOE^Wpg+rtI*u3p1Z#?AA*pn9Xzn4nHikznMMqa_sc{$n}}Y=QC4d
zb5qaYf>;{AiW}EP+h0!{dN&K0WIggIGwW=$2P>JFo*SB3Mkd<A+z4|T+USw>vF0~3
zu>N*#cATO03=L?9-c23+DWm>`X5k0MRJHeWhhZ~*w}Ae&BX3b?k())AT<0$+Jgn>O
zY!@W!_jB#6ez(sw=eGAV2bt*mEDh+3Hn(>p#UIfZ?uem0xF9y3q5G@@`YlsY|4jAW
z+_%2O4jRyl`o&5wptosd{347He?!qf`{z%R91z<J#S$h}cMo@{o!uw8k&6p46Ho`@
z#RUQxgd=7|!MnGRTl4etT-{v3$r#Iv=fY!f@4>^4uA_{=V7i-ELQZkxv9q@ZUW_c_
zY%7GR;RlcIx3{+i1_ao_z31muS(5hbe)s$3TTJeqyxf1MrK2e;kl_Yhlr@(P`t!=l
zD)Q&9U%!!+mF?#427<-qQ@(_|yF1d%5V?lgyRg4P0tRnDYQw(%_HCx80x4(cume>B
zfa#7-nORv-ZXsMlo`w9Iot5q7>4i05onTHlgmHnWi@%7qPM9e0c+AD_>wD7K*@dmb
zn*$*lmS9jW-Wg2N#+$=>QPA&$`}gq%V)MY^m~ep?wWZnOC;-iOkfU)s)ZmY6IDKYl
zd~$4h?((%8)d%YQgF~%t?JX>=@X{c87iTAXniY*|>R@YTXJck*Vd~8Ys6Nzr`ThWW
z^Syn~i_0qf7z`VlJsKH~U3>U>e((9a&+|$?-V2LYW!v$y4~A}yudw{RKfm|X{h=!(
zEB~*~Yx|s#F~g$k*}KbQ2sHb!{)TC2`S}bB;O^4$9FobARD+sdo(B5j#vi{p%<l`1
z8KD*9%g8D$qc%H3S2w>J5R>2F!+-;#pZ)CpH{1Z0otT;#o}BBSSiCp(^4jS7rP0@@
zTVtz(lYjpeVYk3EpI?J}(cZ2kB_&T3Ba0A7Lc(NWVR-^m@BJ(HGW`!If-GFV2zC&Y
zQIe2Vl2lNXpvV#BNd$Qr0!4|WW2$FwW8rCS?xm|`FD|Od%_+ypA;-a~z{#V;!K=*9
zqqLWcvYSJG52pe<k0J-3GAEz%K3>J$9I|^k<+w3;R@y*Ahpw(=PZZZuQnm~U$xKbH
z3=T|#UxG&UwKQ=x(Q`1>wYM^IcC!nJ3r-LAjMkOalVu|)?%>tk!9(Q`vF9P$a*EjO
z6QZ&UShMk4?d7%IC*aIabQh9v7Zmdp7WX4c`-@5Yi%NP65}Y}>X}k7VZrN(N<vZIQ
zJKQ)q!^Fi>m6b}33=i5;4?EF2-Cesp-8;QK+I_qZ`*<~bd$tDnos5Y*n;3U8KDsR|
zXurF2s=2WrMb=-1l5KBO?&DGH<(A{>m~2N)vZH3W(6ii~(p~8(PId|Q)Hplqczc^1
zACKmg#1q8@r^|}Fi}IRN6N^LqqaCP$R)AjfC`ao!S6YI*eS(Kwl(QwnO2^Ag-N#BZ
z+}R{2+_fq_xVbp4BGo_8LB~N~#z9}&PFLDiTN2kU#tQCc${uFQfp&Un0rcWn-^%3R
zs+5q*#Gu>|_i#HCKNBr~6YX#t<8*JwvPl2>w3yD~%rgf{8?q97%ybQ92s#o%wi=2l
z{+>CJLBUQoPNupxdTM6s6aytP!<lxvqq(cG#!N?b-}Y~|e))S$1d$Npkr3wHv-Rse
z+rE@QM1vfH9mMrCWK8uGOm*aSl_j+mh`JP_21!s(n2p503wp1*IIq5}h_O5o2@?9!
zLh9&f<J&{#*e=7ql?=lJ=MH)9U2<Hz$Q(Ol_HCDD-;Qe;uAO87Hi{UJqO_o*jF5sP
zzl;cnlpwndV$j6+G-btf<s~&qL=|x%IU#OYL2f0YpoTPVBw_rXy0j#^HA%vPa$*Ec
zioBtgx~YM#g_*I9HTt<R%L(l%8U}{?b~IXWU~pM+*_BII#zw~1R@VRW{x5&|@E1%o
z!ddXy8JrNuku_RHUZFs<t7{u*bbf_fUaro~FO4x-cWP#SX@2R|%>44y+!AVjd1dX*
z`=ynQXG3F`uit8F?Tky#FgCZ*);D$Y3IO-QPJ8zJ^}71@j;=GqqYF2C9=m%4sj3^<
z+PS;B2RJx+dw2)OC1oY2=Y>Tj#3iR!*EOE|;mY8|<c+&`BNG#7E|6V=LgS)PajD7q
zr6uiMM;|>IxPA9Qaako!N@nKdHyk?Ld;ih(TfO-uW$u_jYG!UmwT(<jJkWgT>h0c3
zH*OYJRfoqX_=JQeWo4hea<%8-!_HHu(+dhM92`{j4UBDVLBA%pc9wL+j0QUU23yiS
zFbQ1Sl&WT6uBdH{Ya^<odq8+b(f+{bWG)fOom@heboaQ7{G#f{@Wc!PNs*UGa`FkT
zZti?CGCjVye(m1V?(<jMPh7|-tkgE43QJQk+gwr4%*f8oH6%8nurj~ya8W~hd|{=P
zXMnP)je?=2q6t;Y)|u)P9GIGuSXPr++nin30<UvnQ&;Q7oAswIMdnvncn3@9n93Pb
zy%RDkx=ypW7mZ_oMMq|8!H-Nh+l7?fjfu9k@y?a86U(FL=0`3~j9%`axcqSX8qgPB
zU)1BdM;PVyeD>M+45mo@?FA9L7*4S|eiV2K=mna-o@!qnJI_krotu2RJbr0)ynB7J
z^YwK5+gWt6b$nQaad-2P)1AxXm*>VG%}k9<&CE{DElo4^jM?S6!KI1Y%VQUy8?TSI
zycw^1i`F(~cU#rlvC6lj6@S0r@5Q}iRd2`ZKC=B}_xjYC_37`|X0CjUHJiEiA1%yY
zUz@$TG2ip<WzYMi?>B=W8s0Cof7F~|x<JDn`rsz2&^@=Q`lftBU!*Qz`7P|eK;OYS
zpzr6ZFVrL`u}r0Ref7Vh^focq1NZOZG@9Rj+-3jWg}-v|<mC7dKU_rK0?4hTq~zqu
z6Y#hKAR(V(Cyom^0Z0i4ETH%GoAu$5!S3#(B_+kM6JUZHd;)z>p7uQ(yl|~2x2y`#
zTXE=UH@*{N&nI3@&AptTo}Gpu3}-?aCdH&BmKP?U>?oZWIQ@RP2k859`ttK9$IhQU
zP*R+oo}P}?9zA*#*}r&o*egaxMz3DI+I*-vEh8-?ECdc@NV2$KfCbXh&`^efZg43;
z*Mg4`)Bz#|tlqqN69xtdxzJ$UJv@9F0fj{+kNf)Yw*XcVjCT9h?IT@BARJ>>1=b0_
z0WNS0L-J*<6EZKDVR3P3czEP84r$BE0ln?*?U=2GcLrlCK)motZ@wq*&=5B@IdT2^
zH7LUnqOo~kT_0bcu!ykC>`b_SaXT^}KCNLIY_+lm^zC`@r18k9^umhZun0T_U>p?S
zlbIY^SrA=c9#>r)mzErpmtW9*^32`G10!><`Ub~4jvOs0DvnFd%&DwDcYo+}?!EeS
z{7~n|d(%p*TQ1+eI5^uoy}{z%pWl1o#q70-_5TUn3kC-IVul5V=*_LYTg4&VXQ?Lm
znt*SSNj|+aF}gU+JZ4`Q1o}et{lvY@lOs3?MQ<tQm7qs*^Jo;GxXlmU1{zM8>Cx};
zNqD{TY6ZzPfBUQV-|=r2^gbS6x-z_aX7Kg#7jKU~e}}p_wEk@3A37^$rhlFMUTJAX
zNl7_TB1u?8Mo5SxBqS?BU`oEwdlB^@Dk{&Ed;z_maj&GTl9Ymylp;k!NnTt@R!muu
zq@%A%HPLr8)TJxQoAGeUfA_7(mtXS#;g3AO{dewv`vdpCGK&k>|Mu@Zzx@;M@4oo4
z{>1agulc{-Cc1YYNl-)$vjw*8AP_{=e0>wsQujwj<T88{U7f;cRz7A1PR6?S=K6Fe
zs&8aKvY$)1s)V}4c0Rc+oSNTpnD6GZW*4+#6R_OFXTFo$d?%OXE^g``UORSvJ9a+X
zJzUgX`)qcy({`~t?Ab@(v(I7IUWc7~9Cqw>+_l?vFPj%9XCOa+geW0iS}ILWHb+^p
zKux7cQ@v0}D_>V9M^`6ZOEb^JsNT(`#n<bAt8)pBnqg`bucsZYqmgK0Q0Ppr@bN71
za?f{n&TzC(ceKxTbI$d2&GvA~014A+@pd+GG-`^YLxHb%d2mo=Xh=nHa1p~V-NQA?
zjv7Wo76gcwp6un6;^T~p_p}RhG!L>f46-+j_OQx}@~p}XYb=V(kM*)QAZtl;>X4Bk
z%!@LR7cf^9vsRb1Qj>7hr-VA1CV1N=_}Is|+XUO0xErZkDoB`<iF7r2PXl#^nO+#p
zJi*-|H`u2pC8jVUz|&M$S4u>ReTOU$yN#Bzr<Jjrg^`V}x&}#1R)kkZkjvT1<kE?*
zb4T0Eb=7x$`^8tk`<E?$`mF%x9s$n1-+lG_tzZ9Mm~RhB5|i3^DI`G+B@E7!(ovSw
zSCKMSm(f!cQxN4K3+zFMnhr_GN}Xh<El*V^nPWt<lz=)WS@1*P-3<U%<Y!ajXQ%M8
z$#LzL<=iF5y@$fjt}Mc>E+wR+Ag-q(t)n8Xr6j2?Pt=en>L^JXsmodEtJ)Z9Sm~*n
zX(<}2${DE0nQACm>Z(%>v@P|t4AqphC~~T@G8z<FBW(>U6GJ<yCB~)sczIxAnwg1_
zmX?Nwx*C*UV<QtkUq;=5`kOazLAG7rfFkr4Ttl{<fFy@8u**<<SC(F`E~CjG)=$ii
zLcLm_Us{=*U6`0zm|c7|x4eR*>#2q1$%W<F<<;f&w+ky9!;`ac!CmdS+uVL6GA`N2
zKQtyjwWzeZ^T_FA$IsUsXlZLd`TY6R<tulcT^P#BdQ_?l@;EIl>DD&RUf#ie{uuD>
z7Ze&*zW>0vi<hCXT)lOh5fY+rW<qmuboTLZ@^WK@1ZQDZY3Gp#kDgq;-jkM*9e`mR
zX_<8m&DVQ+&tLo@AtlY4=Af#nV`yd>o0QVj)^WY}?hiM5N~>z3lahn~4}0ew)x^4Y
zf6qO~t`zA#l#oUeNa(%yB2}7zh@yz7G(kaBR1_;%u>gV~cEpC*d+(Lrd+&&4{q`gt
zj@NU}U2nVpyuUZ=S#g-mOlBry@|peYXMYnCQ`2`|zjy!P%U8#X&VhkF0|G4^934D7
zU44Ds{ASM%4U0-xvot=*-G8o?v!}I-m!*@3xr3YYtbhf};#P0ku{$$w`RWuErlzzq
z-Fwc0q>bCR?aho_xt7k=$IPIGOAqFsEUjy8=^J_Sw*2z#N9V5I*_57PXyqtRLHClW
zse_w)Q0T(Ar1iTF?#wy9Gw0Z<ZM(hZEjDxWHgof_@bI<v4)9vABx?PZ^?Nh7W*<#I
za&l+>=|g9VPv3r=b?(a2bz7`_gGpLO8rIISn|A?*f8bssGXW#cc%#V>m~a~QT2z-n
z&@M8^Mw@azH6G*9?}e_0;)bT;s^%-@%{M<Z-+9-3=WWaV_pOgAT3<D`po#>-cz?<z
zEA6c-8EU|AHl7usy#Tm4(0Hk*;dXb^liue0Lrv#kZ1~c4jHu&=_k~lp>ofwyu-IVJ
z#jd93?aft0af-I~md@_BZj^KA?&)gnY^m;OeBE7tr?0+vu%U3c;p9l;DIofABihNK
zhQDsSWq4kW=1apZH-=j854JrWK;4Rt5B(jb|Dp|`a2rvwt$eV%YPhfF^I-Mo-WRZi
zd}=s?yM}K)0Cfn?kdblHPQuOsnHSk&f2h8wVocb5`5xenzpK6viF$B7O@sZYy4#QV
z1+@R9(t8uN+rHPN>+bC7A<A<Afd7htiSAmS&tV9~j^Dn0edo^Yl9J1}Zry@*3giPo
zg6lwcc;MF@RQc^2(MLQqGKkKZ7q6dPxpC!GVPVn5V)T`iR@YZFwm&beJ$>a4lwLsZ
zgO4A|+pAjoo4Wd-eswlAHNAiT?%LI>7m7~YxRmqyK|xpDwXfX|zV_T5Y`fV|UGnP1
zg)1dRAl{Oa60jxMl~3J}nqfA0`}Pea=<J;A-FtTP^CdDeGESa6fqky3s=_jS1jSBb
zSFs|<76(#LP=LyAY3b>^_Ut=-rl_jAn!inWmBGodJs|xI%V1L=QapglCr_T_Zxgpu
zI0FE0TxK6XmR`Gd4N5QKARvQdb^aUSO+ng7iok~iT^!@!UcY*UWC?6%=gytjRqXKj
z3+IuG_UhFuxG!*eQGTwxqN=&Gw{!4w`_R|w&Y=e%>x*tYIFy~8wmo(GmURdAZYnO!
zcyi<Ln|p_!-po0FHvioD^SA*ot!`-S9;#~TzW4NH(dFw$3NIhO`tU(z$E)^lk6XSy
zYWapz#ZPLwuRVNGSbQzF@N$01y^;@g51RX*wvN7RCq{Ms`PF+({STT)Z#8^9SM~Kr
zb@YGhba4%Fmg@Vz_J1GU2Kk?`G~hR<qZih!26R+abe5HMendqcFfd3Mjc_~k6HW%g
zafGsOqr-!r5RcN`Gt}Mpsdr$se{ghQ<je5aZ(jhuxFoPqggN|AaPB{C1NH_ey@1|_
zb%VuKqsV8&cs>3nRZ{ioLt{6nm@qf|)#Klx_nK&G8F4lB+3GrKOl>+H4Q>a*;;VsB
zU!K*0%{E~2xtFEKRM%&54A{_zbqzU&#+s(anihtdR%ZIB6XWORG}qN>o|U;DlVL3<
zt1Bw1At1z@CZsl1m^ockT}YfWLsD~wBv(*OLr|2BCL+m|A?YhqOleGOrn((V!&Zf2
zEG$AJs~QFc#Uc_lVa1M>aa-eKH^(epA0C=8FEBdDCnDHyNq9({uj@Q@MXvHBDUHdJ
zW&+YP#gzcP0ZPn3WtP7JeYOHUSeY3@W`(FQLzEeF6=`!xln|2Yd_~nTWoiVOwv57v
zrl~Dwu;SHN@eH*%IwOusi=$HGsni5IZ8eLzPD4FKTXVCa;SMXS?Y6cXEiBVrTuz3C
zommobV77m%vtxp}X}q~fva`cRPxnpUUK_l<)_A(F_H<wC<F#(K@5VWSn?r&(&zrk(
z?wsV=eo4MQNj^TSyuB0Q=JJ}gYL@qEZ{O9vfMNgDa{`k?=cX)Pkh(N%^RlolQH!?5
zgl~=xOIbD#_?i%k+Q)tyW9My4ShRgrctW_3m$jy)rjoUeinX?i1y|9Mt7NOAYO77L
zP)Cj#J;1>@WTvIRjiIw13vL0HgaBQ5GQ!r(R26L0$QCpuOS*~!N6p(*KOAH3X1NC0
zS=e!zG%-Q)jOj*nvV*>+tC@j~E{92ymKUBXB{0d=+U(wy3lDEx_H%QT6B9zQ<{4AR
zD@ciuWW>aUr^tv4u<0ai)GuL@I4qK$rmCsFnvIEui#0NGO+D=lAo-edl&!QVF2?Es
z4o1PwX0vS!yiB;x+H@Or6$=K*oUUNSRJLK0ZP*kWma3(iiWO7Uj>DL#$C+he;Ad~<
z?_%liZZq4{F38(quAj?-Aos=de3mVo9knPZDlBNpeE)Ea1jN12Jj|IJyCgJjX;^f4
z=)$?PgZ*a(`gqRqo3&tW;F3k5v5`wwt&B@qk4*LWIRXAo_I5Cz>A;+>#xygth>lsF
zdnEta^H)%B2Zu)yUfI;zUR&ST(9{YuQbS97eREq~Q)^vwTSH4nV;h0HjjdgE&Fyu~
z9Sv<=4Q<_ZtzEF_*R*uj;ib;LhK}Cq=8lT`mh#%hN6%m9A3we4K-Ph*BYA+}^H&Pb
zUe3%aC^&ZR<%_bSqHC@*{nQxRmgdej)~-6*rd+O(k&(59g@dJ)qp#nbbsILHIDPi{
z>$j(h&e^#*%PJ|7)#y}pCWXZ?v9wqc6@B1P_MN*AE?g{$j)@PR8@hVUx~%Nn8#nKs
zIeUJ|vS?d-Cw(JRH&5^FJ9l5ccH`yS4|g9u*?r(p!kXmeiAnGVU%z|r!Lt{~3eRrb
zzGH4!xVtY-T#$dryg3UOMXg+wzCUxzuKmG_mbv)`LE;UVA09A&am4b(?RyVp=ASxv
z<apG|HA)N(IkMW^Mawp9+l3Yq9!a9IFvmY+(f*ucAK@418+rM$`uc-s7p~peux&TT
zz)Va|nW=4P>FnV%Z_%<<>$YTM?ae!po}HhtX}iaqP;*x=+gY>ieFCh#{5(R!qSvKv
z*mG#h!JPEmWBX4O<z2j1bmz&TGZ*K_t=6%36;h^C4a}2v?k{=vZp`Pv&rBGp&mV0#
z{JHrsaF?J^A~B2)z@Szl*!FWr(Wmyp!Pb+#O~<<GkG0kvuc<v%URPLNf1$eJdUL~*
zKi8o^q2a#T;^F$^L~?IW;n%K{KwQYJpBf83HJ<p?a_S2--Y#goXm~FqGaUQel8@nR
zs7%q_a2J9wzaks--o_3TpzkHTr^rid!%(<dh{;%>v*mqH>-+wWj{}__`#L`Kw7u_Y
zdB>|{fnpYawC>jTeZ(@Q16^f9Jyj$94I}+cgT0L)Pok~_k`Vr78|ZBr>~9|#>iIO>
zGcwdU+*3BxR6Npn97YRbw+SEb!Ox9{vGedzAP)_c%U68~`mNcHY=<%Q{jT~}W)3u5
z8SHpBGSJQwl#sdvQ*GaW%+pIKy?|ag3osfB>Aq<Ax2qFHnTf=$Kcg>UrQrE{2f^80
z_@!=!(HAMW{O)_89Ugr21ul+(C2CQj_-S=(<@>si&r8c*merOvc2#u@R(Fk*we~-+
zXoS51N-v<duDiCSw+Rtve1|Ytx~{giy5enp>8-ZPlA-1sUpudV?Yi`-<6>{qwbt4P
zwbkzdu~2#ey7)+W*om0j9;}WZ^Xi)FkEI_WMDz0{-oJm3UvnZtt&<4L#qRNU7!-=V
z1=a$6%gf8*Re*B)_T9V6$}0Ynz!DrF9)J@#7O)X;KFrLpYLu0g0fzb8?8Rcp{O==n
z00J+T!~?6K`wD1{cj50Iw#MJ!_x)^X!4|M@kf5=v*kKfR1H)tgu~}rSVY;ckyP|Uh
zl@w4*qO9xl`_{oX)r~J-K7RSQ<lVCim2WOKS6=U|z203@+){b<<A=v@v40J1HJwAv
z{a+e;Kb1Chzo=@xU)Buhec3XC3dI0d<a7ajpEZ91+~S7wZfWzqiuR{XgMi)#jidJ)
zzdULE`j@ZXYaG2=`}u6;{}<eQq59i{=5OWQU!ki&qR0O%KyL?Jc-{3N-m=b8bX1`M
zeQUd`F+!oWw+S%Z+S?3Q{m^j#C^Y_0gI$B2jeU)k-Id6$L4ls?-m0d-#-2}IqhI-v
zAVl`v|2X&ZJ-x6uK<Nea!m}|3y+GgMs!y*PdO^iN-@n4%)_({08f$79a=3at?$x3*
zz`eT2F+<5Va4!dvuLe91kbL3$1rO`0vGtf5dMvIUOG{r}--v5sq-kNmwKUeTw>I^3
zu$k>-A8chlo1^ZiqHHEBt1l*@DFn(D(-4-_6qVMIkkdmGlhziM(h`@}mQ^&Qs@bS(
zI&0~=a<rUKN=u%kBRqqqsHE%cJa6H`q^M;n@v&Q0#BPaMma-@`VUGW@S+4Wl9D-c!
z1I+ZDRV5h;<HhO!5Z0R@VlO1?DXki)%$}>N5v0TnR%R`val;v!3#sa16!v1O`VyMP
zGP-&sT|Ju4Ud~WYU~!VvxobIE$r_rgS?Y;&Mm(7utEd>Qpb(>=5U;41sG_o(MqSHh
zr|9Tz&^Jud*4<)heJo_&$%PAdxx241H;>ZRUT$Q#ZI<WW;5q3*0b2w7H~IT+^!M8o
zFne=w(6;&W(!v((3}2KMwlFnh?xx`2Eg|zZ%?SqXCb)YgxOuJen6=v5FF7D+V`yk<
zMEI7-2((R0!!|Bmm>L<D8WpxFdSUXCx$*P8<K}y>SvqHZbVzda+{n3ZuI3sRTFSQi
zG<ySvtsc!zkM3y5ve#3y&>-9EFasUU=ek&Xn&~3!OGR*^<S*l7ejTSWbv#E(R8vNr
zF=IMKa4KzvfTp~Ztp?N6)L^!)g^PhULsC>>`ed4<C`U<7m!_hjEH5uSO?bk%spH0(
zXsMsh%f4{(sJnx;ytuH)w28t~#!CoKl@=A0784}NiZW>mY&8;<EJY(rqJFWChKh+E
z!`@ue%gNZ&-oRR)Va8RlL^PR!nzyyiY&!!VOC1lmAT+7g2q<HaEY%ckHB=on=}uZq
zGzTsQrm;PYwBfs$?`j|F<s9s3ALK<4Z&<Kb6q1c&7OYKJvOXy?IdNH1{NniNh07yD
z<D<h8<0F!jVp5V<rlurqNKQzIk6IoLJHV3o<&mormM5=9!LT*kQd9QsOxv8YK5Tx7
zo3oRpDN1u|C@7F<45pjMti;vHC(jhUc=N8MqpN3N7|-=BZNS~yrq=4lmdg63vYL8~
z=BU89w}#g0ruLd<-f+}b3`gxkLmm0*)~>3S?+w$)tE_A92HPOx{qCcuD9u)U^=9!E
zv|DG-mE`1}IC1>^<A-mK9WAo6b|WjXjPz~HjP2E#x-?Y{293+n&@(o&^z{u&N!fbp
z%(-VT0naCNjf{SsG;zYTsgnezO%|N4N~Z_S4M|VmT~c!W<jKN?3m5zP2CQD4oRyVZ
zTzoYrC*R*cNK0Ff#pXEAbcYM#_PvL1K9t_M|7gdqJ#h)E;#aLs+r97loqP8lKg~aJ
zYSZ=|OJbJKTNJ)<$x=)#M<u(oUHPZZX62uVTDdwTd>JAp;#RL;u{LFM`o805FP*wj
zvinfZyv337WCn@CToe_zWmm@9)a|oF!eo@FvdXl;(D2N>6CbM^+xmvzSJvNo^0KJp
zMsn&7O#?G&C5pDOrHl9Mkcg;+lr4L5jv|~4&#O|mc?Qq7@$hz^GtX;osIz~N-@=H*
z%{#UoJiPr-?ylTpS*On*zkKuJ{b!k{FU*Zvp<!+}MMjaLXPSC2_x{IfKKBkb74|n4
zcGVYl)}02;_BIv_HJ^mT;WG+15JemSs|d?I^#=xb6ntq#^@rTS`rMBC{O0;&jSZ(-
z8qak#Ud8w|RHHx^85&~BP->yG;YDA~x#7BkFYPCJa_(tjOj+9z!fM-cn3qV#&*_E6
zdm0Ygk(RSVjc5Doi@WRZb~L<hYsMH3;_=<zi+*&1Il2HR{P}nWVuAd6x{1QX7=i~q
z6LZF19h+!xZ^JTtAS8SR!|4A+*Z%ix+ka^iAcnW#cXP~tOW6FnYX+OH4>uCG1302D
zjr&LI_J3-Ci=*gs`#IFV_}X?9fo7wXn?E7iw_+3gz4&tseKBXGeCtrv;i0B0L}lTj
zuHm7+p@GhU?pgrt*g!VKQ-Gg;Pj5gijBO*8JBN6lUO+DdUO+F7i+{NI2d4$ckD+OQ
z$Gzyf1;wGe7NgPm{k8x|Lc|1lqca#x%!_mY<`MHzKn<a1y&ZLZ4dva9Z`*oaw~V}L
z|MIT$>xZt-AG-!WcC?pu)>Zaa)by1%^wc(YHK9x@C=?$NpEmn2g0JcBP{W1MmJ46o
z&VFq_{<-z|P-78h;wAnv{Aa9!701@)0p=f1*emQ3b`O+`{lpGq_Xr;bQJa9cTj1~Z
zA1m;tuw_1k^Y;hyuo$1}`A3Zn@>e02Bo>0PnW#sMWpF~UeQ0_-v>wEZII&|7{(k=S
zcD(HqZ$X&7h)ZOsy>Gax>(kSgFZY|jJ!$#&ru}PG_m?JoWQ{NS8gG5-xc#;F?zg@N
zU%PL8X*t*5bfuxWtg5Z6wrdc?+tNogOw@LNs_6Vw+VSaq`{>i=&sS=`T&n(ZqaKk3
zgz)>M^^bPH>Ff2{&mdc{@!!3Q?sABS|64WQACC*N_RWT`Z#%wr4}XDj+cQ8Uki*ze
z*;RpRJ8#-w^U6)WMkaYxS0##3qJf7Sdg@Sn1s#<mD1SE62k0&9DtpuZy-viN&Nmgk
z<t;<a!(WDRdEh$1h4JHe(b%`me|Z9TO%RUCo4TIW_g}91^rO<tKe`K*qY#1LHTG6E
zch$9YVBw#%-+u@98gYN;UM5SMp{5P10~1-kEF<JOppM)3lruKC7w%tOxE<IWeYU19
zOG}TfYrrwq(=gR!8f&u5^fc{^^<6DYeNByhG&wGGnyre8g{*>+sHC=ln8q|wbx6L#
z5}G1X+F}4;SzT#)eMPb<Q{929J(H{L!eCj;%4>^>v&1D>O3M0rdM?gRbLRxchJ_{~
z9Rg{<u1>*LW}f<5_8MxYbh0j4fkT#Js0zrd{36KyWvb~UF=sI)e<ju&Rc?SXJD98y
z&eB_=t{<+ZwOCCnhNHhi+jy0(Ns^9H0!McxTPu;Rxr)tQ#nMP*uvSp$%azDc@}y-l
zvdg5TBc-HcWMt#y<yR;w#VM&oE2%71B1b5xCUUh8dCto5pS{`EZiT-75)F-&rY48x
zg`AF$JDsrdbW-B!HLH&$CS*oO?T=iRxjZ&!<;uKOt8x+&_D9DYjET)d7JB091Cg=2
z!<X({7_oCf#LloK>5G@9EsfkB6}dHP>BfjfNuj|BApwc=0}~enC56q2pXV3u>m2Uq
z93SStCNd;BHZ*FUmy0>qLWkmFp*hRm(AUu<V5UW|hi#Cn^(-5sKxgZ?(7?n+A>qCr
z?xqGDc_|gaDRfamwv?!ryfjBvk~%{`aq1+wN#m6Trg9ZzY&A7tObKwbHK3`giqBA-
zAs{C>Rc88Rsp*rXrcV}~GJe`W#<9qX3DHZ}u81|!<;sW(iV92;o;qG=%6KuMDGD;8
zWJM`eWhoUUagw~SqP#FwMS?|>)kJ`UHr2sg)4_~m!d1~{${R4{P1O}`v?-2y3>O2Y
zlMWpw2Q#`H2Dq6sNOl~Gvo_OJPs0sW@N_xu23o!rMspo)B7EG#ecfieSa~~{&-Snl
z4RnuP61;Y0#OC#JTT)hRSR0eHa>?@O1u;>faj}aMRxVw;cKN1FNoi>tckIC6<~1oP
ztG8@kkKVUkJGbrLxqa7;t$Wh8AKJTTN9v}f3l{jex;a`|8|vyaXbgrL%gEH+FL2KK
zO<SPGzALLh=TLY55L#PzUsHQmZF5^?eKVjJy>;caO_lX6)s09P>}u?Q9@O8^(O2Km
z*MNzxf%?vY+V(!sZ*^;TW7j})_W-!Jrm5v)W!0MxWv}0tK70B0&i%)iOKzSzb>Upm
zl_!s07vvQ>+Ilc3TpM#|XL~PmV>^8<Q%&4d>Y2OG^p1{<Kb)O^_wJ*r>bkS%E*P1b
z{bRy}UnYzP{Z5`fjY4Mx1_kdxz2i$)jvqTUf8Ii0Z~yh{Hs<E!pFekL&+ZI6TSpQ}
zMNUr9($W@n;vfsZe*5A2t-C3yTb4$}u3WVmFnsgQy*m#cWgp2;*|Kd#(wgN7tKf*(
zv~9<(j01;{0&lMroH@5)YkFex#?9$_Q3-C(p`6^~r!U{UcltufnvGjsynH3(m6T|#
zWpRn=8Hd)TZug(NKt_o|Qe`Y$8gumYxzd`(_P(Kt`sN4EU!N?xl(Zq$)W(smt?%IG
z6&w~3ov=D}=iVcy&z`tYoK<jg-L^FU`3q<I1<Z|D78(^B5Vm;H@|D~6XC5jzg_Men
zyc0QRE}Xt{>+0i|M~aH)N3YPduoIM5Q8%&Pn}6z6O$(oUJ38OCbiAx?eO%UZudL;E
zb@Q$E#+w*WHrQ|uwt<nR6Od<#=-sv>1hT@yN(i%rBjR)CsgaJ;!yRXa(Av+8w4O%w
zVH9E;tUonSce=0cLU-NG?%M19)u)DQ^FKF32t}R)&lSLvc8S4j#GfcmaeA~lf4JdT
zf8%8gaO-M*)zSR19i!d=y)ECz%E2C4+R|6i2Kf<Vul|X9@e>2~gNDh^o%k2r+uik@
zd*R;$#DbXc4E6!m{%h|2(SHk10#@g#vbTqu&VA`T2ZsZ!#V7_h)OLTc<Hb<xt&!$)
zUm*OV7DfvyyY1tRbX!l9Gv=wj-!Q+C2onbS4p$z47CO{bI@s4rK=0qDHvoD+Rqr0D
zFF;W?0(!fUT*Oa~`{OtEUvn>546#n2#jmh1eE9;{1vKKf8>oh#Z?GJ=4&oIa_>-q|
z65QL;(_Y$H`=qtuMqPh#^_R;vU$54U-f8TA)YAN{?d{8sN3XgbzVCWo-2v}I12R3Z
z4|wpm)7ku?r|Q%|1#SwUhZFf2qxA;{D>E<?FY%Y*Kl9h(KVuH|gn(e)1MCVe1@~fa
zu~&TJCH$4V!+?|r$b??YN8I06B8~-*vCZ<giDhtTe5%KGFo8K(Z0uE>3cL$m!p6US
z`-TZ%Fjm0=xUCp_@DC6xj=dcwaJxY$?TF0k@9pdF#kbj;){(pQqsSIO5wR<^UmrG(
zR(1@vwN>_1pBb#m{@i-%YxntY-RHlw9viJn?<_z3q4wkJrv92X41DNn<uy#;8x>t<
zHLX1#n)@F&3}34HjJ$%P%CG0EzFn;Tr*@%=m=8G@$oF@z{+XkGWX1nY(`PHbmJq29
zUy$lBG&<DW*HqbA4&r^={sx660lmLhT7QlDJEa{Tpa7S4@H`JZ$rtF`J=j^*UG+V&
z9F=<7ULe2mL+AVYzPh2$7}`c$Klt2nG5qmA@V_?&=*38H0PW+tfveS@ivC&Y<$pSm
ze@m)H@6--IsULjP*aunoC++v&!o3_VLk;*GG;~>PSRLT<)dTmk!M%jl!I*<;Zr{^=
z3HL9ueAT&z8rphn#P;gyYZ&QZ3>;0LNiks4O}T6vJ?)vg+HUGBM{qA$)k<E`1e6Qn
zog~OWn=Zl@k<yY@FpyU^!C*HE!<x-?;%K?3a~xEuW?~X-5m7Y-1szpYBRb7glWS*X
z;p1QzXk+PPV&tmDv1ZbYs4BW7S+<z4iin_+yr`;*0EskCh&pbn&UjHvVUnA?+AL*t
zPX#q!W%c<i{V)x~`3&t)h86%gTGJ>_+azAgD2}5S$JUN#X~wH@;u-33RAwxh7NevZ
zrJw}#jgnJ{mQ#q8C&ei!#w#kvkdzn8C@hp#SRkty!(eT<u}^b!PSiJyV6j6elt^9O
zjNstH#DwCM4Oh2qyOy4IdB^tCDH~3#Ust#}_1v~?=eO@Tvw2JYn&e~aHe62MeQnSF
zi`#ad-MIDCy42&VQ}R|N=d4<rvvyt9x^)MW*X~)Bur($!Woh_^rHhi6ELgpGUd&wI
zU{{-9ciR|*JVb}4tc+N`D8S8H&(?_TH`6@S-(_*ISLA%Z*o8rnA$}m@#j|Inu87%@
zv~tzru(__zhIA@ZT2f1iWI$0dqEQSeWKBf{H7QADVL^(Rh#rOPZe|h_GAA-P&`w{6
zDK8@<Fjai=cv+!osxlJVY7{*-gRQEh&tdwyyLh?SGbu`v!qdbACks!TATaq?VGMAS
znn98ila&^dmYOatHBDYth@v9Nq{(R@wTz>JxL-?sh8|O1lOm}_k<_Ehn6OCJT(YAs
z-9ejXiG&9lxL5W&_v$cb>S@5+;H<6gqRa6x()G78o$u-p;%e_@ZRBRD?`3Zi<Y~8L
zzHdVGf|R7Fjca4qBrc7Q4O_Y-c=6((B}+r1q8BWWk65)jX2Zr+8&lULuTR{NvN~-?
z>b^Z`2QqeL>`qJDym5QVhFzOCrzRyWojWhc&BNQ##nIBnSl>uXQ<uZlF|)7^4hc=&
zx})UU&2r={AOUgkQ+MAWCYsy35jI%U*jioRQdQqt-2f4|qoK9Cxw9Xw9;5PGd+OW!
z>f8I#YFm3M8agVQIvYC&n!EbzTRUo-n&ED%u5YNStAF>g?9RQ1mx`|y6%}8;bmQrx
z*T?eC%yjVLFm+w*JiU=sYvXQdY-gZtYHnoX?cu*NF6rd4!k5qAG&i?jD!yW3X8!Ah
ziN8&pIBEJcVKGq+E;lrE;htT4ua;atb^P?g`C$Qmfm=6kKT&Y<;`!p8X}ir#EF{FG
z#Kk0yjm)-hPrq^F_VX97FPB_RTAdsov2@Ma^_kf@ckVp^`tHd%uxd?me8Q@P)oW9?
zZr^v{5C+GcK6jz0xa4@@x!nh{Fw`31zz9YwIDNLL7=`AZoIH0idPSm{t%I1X0*%dC
zxpsX<cJA6uTYLiN%BfIP)zqU_Bo<yOsi<p$=ee?>`Q8&mq@IXNTI=BIX=dZ#I|l>i
z;u4bA@7SAhyy!eK)^d)YOxd<$_PkJcBwQ?wLhNwp(#V)qYxd{nA1yq8=;#TwyfYUH
zuiU);=*5x3i*uL6XqsAyDN*&UoerNqU)t2c=iUb1;0|>8p%ewGu)S}6QQ!2Uz2R|J
z{mq{G%RLPjdK=I7HJ#{hIX2LCVzB+xP{(QDE}-|jot4O5fEtWAh3|gg&y88|OAMpf
zL_^U){kfsqV<UCBn2DqXgnc3Y>kG8d_5$D{ulxigWmK}r8>l_mRe$f#P6_@m39hL3
z&HbgV1F-l)*M-3Q<1Y+=1ap8nJcRjO0R3?Z9vg#u`3_iqr~erGf@A-dd%xF!_`!e6
zPc-TRquw2Ex&ZFQ;ll-ufa0N!SN)w8y{*stny(KuofvM(`vR|TYYverT(Jp`-#^e7
zg)NY8M${MHHdK>0*jO^q`fQ;2{$O?f-{tg<RPOrJczmS&F7UV)l6MzDYdG++qa;oO
zk!1u${AZuT_v7U!1Ebe>bc7f|2jWM%Q*Tda7cm%(pN7QW8h*|BkO`kdQ+L<P)}|Zv
ztwoi?r^>&asTjRb-G8mV=}z;9hi&(scHDT;dFNfnvuX@%gv*H+sWi4r?G3NG%MK5e
zZv9lf3rQDfn82TyiI>I}`)L9P0+zsVA?ya26VMAB<?FP38pktgIAgdOPpBr!u0dk$
z?diqxI45}UardW_!-rM8iVb32KDS`|;8mVEqz8g6&IwEud_5WHiwV5-U$PB0jtBpZ
z_*=%C^E(uJ`?}$@uIcE%S3h#03TKQMW(8ciQ9b;jp|hp_MQ_<b-0~3r9pHy)Lmlk{
zeIGa1z0ZD9S^l_w2!`OFtef}~Z1cLI_ipXb<*L!5N@ANo_I>|v;?@7DV>wg)^?c=*
zM@?TkhrbPd9%|^T$M9QZkB?Pa2l~GH-d;h`1rNW)5R=Z2(1bC}t*5`Ut*^Dbs|>5~
zA(_X$FR@rnPc>Y=#P!qPk1L0Fz40%HpDyJ8^q<J#h4&9Md%gM-E*M-ke?A-hYYDpj
zwVKhpbt6ye2i`Og+AqE#iMoTW{}!KvA&+}Ovp`?CeDzsu0~mTSoDFr{P`_A%m_R8v
zJ*FCudzpsnnnoNQeRUmu4SfTyi4N)*Q}t-dI#gwSx~d7AVZ&nBQpgrcismGenXJ5#
zn3T>m5%#ZBRDYd9hS66{Mn{=yL1)`DH5^$SCpO2CscuhaS}Ca*iA$<WNpt9QbEcZ5
zB1uP9MngfKD=(`dCBYCErHYBDN{Z7+^6K(3tQmre)2GPJm?A4RQA+NY8I)gyH71Db
z3&>eXQ0$~>))HhV8JZteJCLF4N7nFFV$D`z!}lAcq!yyg45x9HGPuj=oJg8_G?g7g
zWi6*N<EhM*RAvHAEs?6WipoGsqR>}S=qps|G0N0PCF&9-Dhv{<bqy1B3>Hxtv*i@r
zB_x9=)MRJp%<%BSHES+!-CDeT`{nfXt9$m`IB?)j_TjrZIk&R1OZH`)-n^}7d-{W%
z{8uLm(Owjsev*6q?!ny4=@}Q&_m&*Ux_UVGN^Wj(cGlVb`%dgm&r92SaMQYN39)et
z=J-2V`8rxe&G%myAF(YtE-5C=+u6d^)-Y_2=gMWF$?;245~DXJ#wJBA4iEH=nm1?H
z`n3nQZr+@*G9n<rlB=nytYX4s*=T7w>g&508@rmC+Ux5ZF`4EZj*q=v%=~$~H>}^B
znBeVT#~~|APMablG+m#q=I!hd6TToRHZpqg!eGBywq`~e3{`na5mAB3qJon}1SSbh
zn}9Y$aFVd#M1kqQ3JLutAu&afB*H>TVh&lGL)O=%nCUZ2v{X41NtTibhb*Q?mp0Q-
zwAG=y7_waSnKm4<Ig^A;Gjqb{KylDyIB2TD)@z}rYDOnps8MXx8BV%f7XvLP1FoY1
z$H9o>YN<Ed&3a*=dvtiv@@4a)mIQ|{3YZ%*D{ziSV6bOk$gDZ@eL@z_UKlYqeChn~
zrJ>QWOV+JR+_ohpeOv0*ly$3OqT?1XUKz0@Hgw^FS-x{;dd~Ckp5x);<LYT^Wv9;O
zGFcj?W|lzT-Fx?6zj3Fcs;;98(J%vDy@OpngBZnz@oTLeeNC<14TyGa>2Acxfwta;
zmY%Bm_VU`+in_Ln`u58Dj`F&;4^>Tw$3ib@eQRe`LsLa<ZFx;~d37~XfuAGSx47ig
zsk3JbFI+9T`TX(glSd1^X8P)JjlEoa17-!g*?ZZVIhyHPnj2a>+0I1p?$O-iFQ2_>
zZElCCYiwdRVd7*#VPQ!b8D&+ng{4(oY+P=3?)_W$E)<?$7QQTWZs@*U`!1ZlaJ}UE
zzTFvC=GM{@GLm9aMh3>I8@Ci+D!G6E;n}n2;^I~=3Xj;ldE4<5ryf3fa_#!fO`Eqy
zELpZ_@sg;R<r`DC95|SH;?$YKa~F=EE<AGlWLADb=8^pD{DM5BcAmdjeEsI_hmTPd
zBRn$N(A-j*q{P)T*t9(@r{H+f`V=^X6)7~fmQG^wdMsJpgj}8evYNW9x9_GS#VBSu
z!X;d1`OFWGh+dHZoAK84odu^(pFV%#aDKu1&0G9}=FIe*6%w`x8%G#L{OYyY`NvP4
zFU~o3D*Nb(g2MA>ORitN_c*KIl<(YyY+YknRW&PTkAkA&%9buZ_d@9S{)@mXK>W7t
zb#-fLQ%iYE%g5%HcMUBsYg?bfV_4mCy{_q8W5Y=p8(?pM$$>Bf6Eq7yFv7up^aEp%
z7hwrTO4w+7;b`+wEcUs6A5kK$Hl1I>4E%$11q6QqePN{-ZaC3bcd4`S&7Vic@qavi
z;$AQxerbOEUEx6pLBD7}y~JM(n(!F+0`~w)&_7{y;JIr5mV3Wfe;@{Q|L(u#i^D&1
zZ}(|9qDNaHdP9jV?d&XTZGX|!c&WXi0O<P_)r4Df2qQ$rCL-jaYRi{;<eO!EgVO`(
zOQ^ovhRV_gE3*bGGl$D}pcKVl=JXEN9sAVvVq~Cc09m8m1o{7Xn3%>K0=;-c+kV7&
zKJ-G|h1iSU+kqhr@9FBm2GHS-+lLPPUui}b$B)zsC6lkOf;O9a1|KyIT&f-_tUwp}
z=tUm%-feyj=zY|F^LfXecb(5GJ77w!{|S0=+W$M;+trDCY1F?aEC=5KmoTP$SEt8B
zV2sA&(J$&T4+CiV8ZXWU9zR|lnC8#KGdLGik8R=^S}~r8jr{&Dn2BS@0{{%V9vmR_
zUXbliTjT#ZwoNQBc6H%aqP?fLylvoS-KVpa-{}RoQd~Ch^kZ$+hg;q6cYmr#<<&jO
zK^MS4)xL(0S#LiS->zu9TRU9d)D3_cLtnlIh>q`jwL@2{N3qT8wWH^GIQ@U<`)4d1
zn}d@B^u5#gwSDN@@aJLZz2%*MI2M4iusZNq_YI&ILM|E*7uqittA)Pa+0xwERNg_X
z@|WBTlMVbexC6z1Mtt=6-#6ws`pZk@KQa@(1wilJy5WnJpZ^ki`A3JBaN`3t_<ZH(
zi<P6-Yet?l41H|w#g`=B<=>(A>VtUIx!_&{4X&X&2Z3gW>gonyU3CyI3(Y{CrO#sO
zG8x(oI*bsyOm+Bs37><y9=KN*L*Hly3{`zP*^ogoW74hZ6l*1tse+t|yn?B;tf8=&
z<`g03cw{>WGG<6=Lg@wcszc)?nzK6BiKPMVwN_R&mXhJh$ZFDPW^|gFyqu<(C|zK>
z(&R~U6UIx9|4jnV)27OaiK<G7QG^6Y)27IxH(um7ajAcZD*r=NZGt3sy1bz%*+hb3
zET&>9MRg-<dQr4p71=Z8=&rIfH)&N@34}b5=P0U$s<0OTfk1x0sIbCRn2S}^ma3>l
zk(n{7%s48GKwl~|k;+^J`lYBPQq)#b)Z!`3<rG#lg%w3*MbXv6Rp|jT@@^vHb^=0f
zGO`i+2Ah0*a${ppB`4=6B^_P6_Ec(WQCix?J$o<i-dngM{b<Uj11l1<64#th+jBcJ
z_hIhw$45@w&pvu>PuA&8X(u<QT|SU~BfsF*u@g6sAHP;`^m1PAx$MlNyVG~ATfHKD
zzOR$DkCXNC@Q~Ei%hNZlPKsUZVq;`!$O)L`6cHK_9X@aQk_F2n7A~1LXSSP5SitPv
z8#f-=vv<$NO>qmu?G22zDRe_7+e%w^rkRD0y<^}^H*b4KD_uP&6Vr$}!Q0lXIhmDp
zaL0}y4-ZW`O-4viMMlci);ezK;(cjbj~vX{zjOPlxagVo)-0Nel!$=vw26`;)1^cO
zM1`gZO`jkz?YC)D|1o9CI03<5B_yY*s7PvZRSor7#`;WiBety>*UE^g$5zmyN$ac0
znQAE6>e5_{+3sdsHxmu0zBXJ{D|HprEVkp)>@^v7T!foZj8ql%l;m_svbsw0hN_At
zbQN=^syUlt$|75EX%0qQ4_l)E_&R)@{Cym~ylkCZ%xoP^Y@JPPXPP^BSUY;y*t=Rg
zy4kvVIr#_9TD%w*h-Ha!(J_k`1$wx9+1Pqp+s(4H@iejYF|!G>pE<{MR-lKEgN*}?
zswO8(QYF*O%&e9zi#d2O`}XYzAK^}@YN)GkX=rM1gun}LLp>6W8p|r`%gXCNmesxc
zSo88t`NOAg?>>Ba`@zdQ4_@7U^yc2<H+LVszW?Oi(^sWWU%h|u^!c5K4{qOw#o+$q
zXHRe5xm|GVcy3PK*)!*EUcL3=@v9SgC*2%8ICM>WGe<XjPe)5<TN8V0BU^KQOCxO)
zf6sudjO=HRUbHs0Uk3LYnN6NNRZ3b$MOBrdre<erw`yhLu_H$x-FZ-QzIbKqis*>Q
z+(U=2Ub=GY+RgoY_S;(8D#*yoOUqlBSZqz*dg=V7TQ_c>ICe5RGG<X&c-oHiGiQn(
zK7{Y$>iYF53&X-g7lcJdMsG^pawsz!Ico?V%E><pU&G;}N3-+uGqSQXkK_SRFW<O%
z<KBJD@tYIO<Z{JiWOR&-c4lPcpFFi}`EpBp2a>9)wxJ;)7K_y*8l$hjw7TZ<jT@WO
z(!(PoeS_xs1_dozwrn|Km{zaeynXwTqeoAiKAoMLyME(FzkmQ|SGPcn&<k5Mf8ioX
z&{?_pC(oYG&MU~yKX&^3rAyatUA^<*z~Ov%pFlN^E}5a>;^lwhTyfR!dhf@M_xQHQ
z*FIkfL0JkE!K`YlMj`mBwkk}&Z~uTV|2M6VKQvw|tv`=}Y#7dlL2X@i1>Ft#y^VPT
zO?ktuN52sI?HMA^mPqvCjZ?!jFOdxF_XR;-sEkGwK_g1{{uTFL>}-6+^EMFUt$zBM
zz%RnvrvCRWgRMNh7rO4Be`Y{B`04q(Umwf|7V`C8U?HCd3GV&dN~Zh_1dMDVk`{o+
z;AE`z9Vx$a?|Fm(!>s|~4(4QJp!IZoXzQ-7?<}oozFpl=)Y)`ws3re%JA#D|qmUd7
z4=8DYXy305`@y|LIb)vc`>AyOaOvjZvaO#gHvhAymtT>M$mtzwx$|kD8GB2VgeDvg
ze{dcDz<JR7-N-S<z26U$S5_6=J2=$e)!T_NF(~$gR>v#+gby064kO56qvk#Mq9|Yd
zZ0;Mq+kgxu$c)1mt9!21H}aL<C+*jtw%>Z)@wmL>V|@qAP5+eR!QW1M!^@tstig|)
zM{9NwHK6}S?*%>L)5HVsiwD>hSj&fA0zP>UK8}KH`RXfH!ID@EK~j8(#ZuVeAJG^4
z@FSOwZ66#vwh9lb39iNi)5N><6XpkE%Wzh}O^h*4{rz|^{t^A<GjC@IhdJL?jSh*9
zp5E&A{znZXB{ieSo&taY!!DL~KYI7N^6j~vk2^nCZbq~n%KV|=b$9vh($b=bWiLu9
zIwACdd?5Nk`s0spg3?>j-1WMl4*^y;YDS(m3_WWYyj?qtas6Xk9)rFAoA~Jr+^GMC
z6yL$ok@o&J<dvaUYYcJu0xzD&xEC*B`U6rKJ1U7g!S;sAjtZ>8uTY7X-gmq&?<{TX
zYk+Zr;9mHj2xIvF828q;bi8Wpzg;_mPxhw+`4@je|HrM+vqmD<7vG!z4(`=aQ`coe
z>4kfNYs5k07@~HYI$Iy*+t|$Sjisi?Way|dFz`)-Leo%XaHwo8HEn(Pd%0#>Y*Q}F
zTua?nOT$r1!<nt-psZ*vFK0p`nM=tSP7z>Em`)QE=SYzZ$P8;WjuT7MnXT!})No*N
z9AR>RxmQEek*;PXPtui!3ssgYFQ)~)S5B5AGJ_&8T~R<lar!ic$&+LzPL!H7QF6)@
z89_mkkdUI#G`SfQBt^%G$owKgo*>N<AZd$J4W#IXk~A|}rh|&6Gg-@Cfn_H{x09kE
z<JU=&>?%d}lA-v?Q3K?tbL6NY^3?hA)CKaCFnQHQa^%HwDiLzZOXXD}70A&f)fgp8
ztO`Aj!iuA*$I>*Gs;bSGSD7s#=P^UvQDBDkG(iV3aX%U@($X?*{``GQmu{RpcTGTG
za`4;@p$j&Kg##m22Zt>8@mu6HbBT-lnxJ{x7e^n6OUh12J`}%Z_tN+c!HYI7SdzIW
z<#^ieQ+qNB4;(y~nN^gPb>`5)yj|%#*R5F@5jNY^G0?+#&GMz`scUy_Sr-#AUt67`
zC?leyK{GehGBeOJH`K8()HBtE?S$oSYr8#peZj%Z%=F!BqT-xQtvO^Glcb_eRkJrX
zL$`jQyO*cEBR*&wL*ux`5t%!8m7FQeJ8&S#%S)5NP?DD7(5b<GJ}IjcvoiJ^J)D`j
zZ}*mz<jBPfo$V|YFpLdJ4l-g&@{*Eb0yAKE5S%0=I8jJwf~eROS@{_>y1bqq(-MJW
zR=O?@Mn3MA-ZRadEV#BtOa~M8OmmKxwYHC~o{z2WEK6-S6Ln{OrlT$cRf(N+nU2~_
zaIYooGGvmrf;2})LPJ^thGedsq^7*2rh)`lUR+a23YFSWv)DqHX<?{tjM6DObe4uP
zovp~=sIYbEy5^e5LZEXgRCO{(mt}0Ghma934;MdAH&+`gZ7P*2Aw?6FV2Vj=$tapC
zGwj(q&iZDq7Ivn3CaC%=EHFb<Se&X#cXpf^6BT#pz~PJMOKx7j`{3S_Cy!q~ee&wj
zqZbbzJiB}6$?aQ@Zr*%&_3FLz7p|W?bulOR)PX}s_huYH+kfb2=HU}Ld4>7M&J~<E
zkMxE^hjaHH$VlI_Gvi>!iPI;KpFFW=@7|1k8D~$Qy>sKvi$^c=GV?4AEoElN(n$<0
zhPDyc*izrh-ps*F*PN<AH8-$GOHF@x`%!aU%jJt#j15hvO%+g9CaW=-R2t3P%sf6O
zE-x$h{*60VFI?WZW_@zP>XUiLZkAlXdF4jNu6_2_c4S2rI+-@p!Da8xJy(m7-gF~B
zH-FiZ$VCemrSI5z=5*oh+jlQsxRknS^Ri`85sQ~BkB!^9b$fPp&Y3f3q4*xi%G#BY
zk&&6XYybX~ty{P4+Ij5E=}XtHUcPZXecxVlTN@E6sfp93arJcfWnvK9ai73IhK9N{
ziKK68x;ZWF-jl~IU7d*0DX*<9xp{Nz&h&`rsM&La{e$Pgq!P0tJ|SsU>XyyfFfkV#
z&C1T&urVbdFu-}Hi;u5wAQJiK1V_ch?#(!GB)<UGi>#cy;;T1qKX`oo_WivFvYp&!
z(b<|Tj;>EY$jP&pV7=z+y%^E_V-Fy{{L$a{zWx2Xws&va-U5R$2a3nbwr8(eAH8n5
z|EA?0;>!?XR@!pAwB=T1Q%OVpiO%{XBk%yDgc(7+XNZZmJfc7wuL1>Oga8$z(;pqX
zf9G?kIRQU#M+4B87hLww=nE2f(Kzs`c?j`$U{~lXz!>nxPaJ|7f13Aw5iAT^9)lB*
zA%?2`3+@Fm0(9X41`S~`cu0BB`_J4<<Psx~;sg%rckX@P+*MiKS@yo|+56_(l}(qL
z8&3^1qAW-jQ56oVZ{;Qwu;3dW2=wKtzKHf6t=f(|f-m*^#s;zhfO%zzdBrI(*sZ4y
zX%g6<J{&&||M%m>zc>@bq4oSV^kV;!K?<zHy6Dw!=|B)hZAE)UX?y91_7C`!(NKQ+
z#{_1aTR!*!1zQKc+^&albhxCp<7PwEy_T1Jr5Diqs{QfD_P4cdHGtkfi@iAS9SzTW
zOZN|bO!-{98-x$^{j<-32aO$|S>PydXc#fFjBhsh4x+q*8dv~44E`MZ+_562VTZtq
zScONhP_#$JoC*8|_#lndaYUeEyb946lnaM5oDAr##wu7HZ;kB`@4~CMjkWM6(3igt
znE%t2HufiP{|TiX9}E9>qpy#+H-jMu==-vH=mz9j9{LuSwZ1I7U0<HpUrBU)5Q7{s
z^07Rny>!>B%6r$V8qZe@Lg<6s2lT~_9<p(e)QVp02X%wcfiartWkX+ib9Ys97jhn+
z*Y^X1`CI-MQ1t)#OV{eYRrh}D86NHKhj#&zZz=KRhI-T;@7{L6==++F!Nh$%ZyIwx
zwtuWbS0t(cw>Q*uRzv>f2bE)hTWxm@HiBNw(a%T}LD7l<TqL}Ea9jm=j9nD}#R&{j
zgI^csUZ}YL@edB#FZ6#ne)&BG{|@fuP#Kyu$hpvXIYt~!BQ5|K7|haRLE2^LvC!1`
zO_!+#?q#b`Sjtp&RVJ6NslztV)iBj!n`vuU8)!Ql=(y=<x-uE|^0G#f68f^TCSsC$
z6Q<H8Os7jI=#!bYY;9K!T{nh?14YeRg=(%!w`6e~G&G&y??sq{telpF1Y1f<9bzw8
zSznQ)B{D;G`ZSV|ppuZF;?${f6DLUi^2?0heiaiCP!JYY5}YO{FhNpa+zg;EX`(Du
zP+47^rX{VWBf~V5W1A~-EfqQDvP?56nz;nU3gs<iXfCoeR~f2@G-Vd@eq~hsWmE&C
z$$?VJL6V9=;tF%b<mQUW&6j|oS8*`_SV47}5-p0X7DHjj&^02+YJpM;p289?f}-}*
zXIKje+lYuc$;k(6X|MP9Pn|a}a^}pr78ZU+#@+^oKE@{AhQ{tX`c4{})^w&VgYB-V
zA7E^?5IxsUo)M0o3$0yd8(0RJ*+zQ#Cxk3WS{R-ju{0$rW>f6)jmwuOM@7ajTCga<
z&&SzrzW=QBP04wg`wk!26(1F@Mj;7I`4ur@s*18C83}nQagwwoNm@!lLc&~6KXrBT
z@vPjOJqMFx6YY&G)f7}IGK#oQaWJ*=o#_$i>EmYW$f2njYw5;>M`Z8acm2Y}f~@QS
zFE1{GK_Mw{)flr}U6zF{NQz&+HgUzu*vM7!F<UmSTe>Kesw^)s<u_#oDT<1`jN}Xn
z(dkm+f>M%#5|RQkax+v^rPVdarlwpwJ3}W2<5})j^MYI#%yA9!w)J;2_jfh*cQN*N
zGV*gU@U_+Rw$k=A=enD4+>F#+4cRjd)SY!vJ44Nqr}v`nu%?_8pqFSe5*%qUj<hJo
z)B%09l%;hja(YZ99kw!urAVjCl9a{dltf8XDH=yv$DFHW!cnBl%c;sRG^jfITnlqU
z2OD!&J8LUFU5bRH<gXJX#{DY)k4a1caXkr=i2}`n!L`#hG34r!q!mO2M9>sv6%BL@
z{bu>EPFTA)eP1RVt6BMQ8XP@x;z-W1-0XrJq8-c0I(BgXk@Ow=H*QE<mAEk`X7!SY
z6^kR{BO_O>Sg~RK`m{}(c5g^YOH5jiLZ9=(LW4qrmP9Stxo2l)cIJ+>9SFd`c<urU
z9KU+<GWS4^v6hkW1R)tA8LAvrm#J%QXzgz6ZewJvD5;2El`ZSG-oN>vxwiSrrK=XE
zmNSGzsZ=^!U7bRqni!eHM#khG%)Wc|=8a2NcW+JGv2jab!KrH(uN0rXxFdC&jhPii
zk*v;Od%JlZ+`Io;@zs)xmk%GxUbYw?Y1p<c+m7ZH0D8}yDoops14)XDjZaEU0uSfr
z965Wo=uF|+gW1`;_h;<OJhU@o?>bl|(s!IVTX^;M&8xR>?bx$R+t6Ubv?=4p|E8g<
zeK7a%k>kgZv?imdAVrclx3%82f8V1Q&+1UzuB)@Ww&wcXJL&uOM8++j6FM(&e#nw&
z#H1yzUAK1Y*3AbFWMpS&9z1wp)25X9^XGYc&ze1ZHY!ien>Q~eCKh3$@Lg=%k)Cnj
z5K2Qoc=QbLyKC<OXIC!`uC9TxMezJZ1t-tGd|SrnUc~rRc9r9s|GV?8{RND^e6R1A
z7w&H+p1*8+`o8&QZS9GU+QZ+umk9nn^`!-MgpZE4BBBB5XK?VMp|BdtQt)#jc(U;K
z62nEmk83OFC%nYBx|^P2&=YD^@Ks;F>IDEmp`w>fLx?itX?_F&{il9uurOA^Fs8oV
z?|i}=t@hV?@0d)=17i&ECk&+DMbzF7<enk&cc|$aB76};K_vGQ+<SJY{ZV(v$0mfu
z^3LbW)+cY9(RY2Rt^U|R<B?HF;w^^>r$^;xG=9PZU-kWl7&M;!6+_;BPjC1`>BV5T
z0mMgu(xEvI5fT%AYR8U!jC;qp3;T)v=NUPORmPwfgTHXrP~o(ut){%a9KY}H+KF46
zcf8x2iuUrxwg&zWHt$@ad{rO#uygp!<Cc-@^*s-o8(*}Sz3F`UzWd3Co@b>!ud8|x
z<51t;jV^w|B>U&q)BLKxbkFdI<j-}ys?ET>nq7k*Q+vxZyIbD!mq$l25~hHofX^W!
zO5uBA1HW1XUwy@Hj~(xykpiz`S7BM^RgNV}$6{*$5`ZqAak&r)WxOy4K2h@t8QhDJ
zYk0;xVwo|6#GlUqmdAF+c>AXv;P)f^aMOW1BjV<Wulm+@5a@fm?o)Bq=NlFEA1jL5
zEB6i6?7=MnZ_H!HaM`-%k9(d}zq(S}cd2^ha`k5{{Je3nvbnpurR#lDFNQB&tNw)c
zq;BA2BZf}2fBzrRj3NI6H)}@tBi;Vb^YE9Tc%}ARY1g;*!OwjIgPnbC_>cLHS84~`
zi(>2iJ9<0=dcP+;wDGvNtqR=R*xp#*SqJp3=qyJHM16N%8`!z86Su>Nj^=Uizw*HR
zbe;T1{%mT2k-Oz>ef!Odo(p9I=PCw^Du>Qij-X+ps1kn;77{l5&p#e4;pnLNirN;q
zUBV#oe+T!fDUsPKR82ZlkEPC&d^rZ{a56A;)Zl8M>Zs9lnRIZkK0&{j$>dPz>Z)|;
zy&M{s%g{lwEDe;>Vp|#N%rw;X(A03Ds91>zbEi#Z3kz!r3UkI!p-!2>gmA^wn#tAo
zWNXbNshUa3>4-~fO3Ul0P|c_eOAKmLAnDBzVTgz@6cu%;6k{sI2<F~tQ%SHlOr0V(
zeY(Q*Y4VdNN&n*)kzaomojzS&P*7pYB&kXN5S=tmSa6(}%wz>+Au?5r#*|dkkYQ=c
zvbAMd0AO7yhQ1`tK%4^lbs(v`DrvYXurU11LyqnxOPeLF>Mg0_El!#xB0o!5#z#on
zPgpuoR4zo4v_MuRT!FG!krqy(MkvuEsqDqzUTKo2h}2ABaYtcsdl7M4aY<`QX&)9l
z$=fG6Xilh&jT2j4OG=t1C`1zyrU}iUA&gj9lrAhr7ZRfjh%$vFG{xj}0W(rcx)O?-
zqH<g@IW1|Dw!E@7NkvzMVn}5etFcU2Y%>nWQb)_yP~XYIWbwS9<GGo4uNRkGIJ0Se
zlDZmY>coFYi3!O_hzL)gGHud?>60f3Or9(>d8)2DcVklWiNi;8_GGS#Tw%gBP?Auf
zDX8kQwOs9-1HAl#yk|RGJJ1x#D4IJzU{3nxZI=p*jvUJJaraQCGpI^RXzC2QmO4v^
zqpqdSWHTsk&i04)BMxCRm(38EGG19hnyR88FD)u3Ekah3A(LfEBnc%IDJEM*&wy=h
zgB)j57bjC6FWc}1KCw#!V;1{IF7%F=>o(uV*3Zen(@M+Jk_+f1ni<hNOt@}_8ZLTl
zdrdWKHasq5V~Vn&s*(X}pP;Fb^hvUYiZZ5T1v8qGshWx@Th)|9HRMutII3)xq6$Sy
zi6TW|ku;6jb{<x?ZdOE*HZJm9b#3g;ogJ+`Tpaw}X1ZEfXeug`rwJ=hm`0y6!$4BW
zQl4rmOEFPav*zd<bM+W1G-X*u6<H;Q3SEz*>ulq^C?qUCGA?czuSLekE{lssRp6y@
z@zIG1%h#-mUl$*<I$~i=NKm-ntPnRBKRau88%sAwdv9;AxnT=pmV~dEKX0j*m%ovT
zDVxhyQ)k#Z+9YpSdnoh3o;|w`XJ_5GdhONI7w=xY$vc#5qHR25qOhE>tQv`dGKe#+
zT!K6T-R;~MB)W-~@s5=34{ttfu5Gz~`G%vdleDBPjmls$+2CGNBa@h=QHL`!Z(qKS
zmXncrAboG)(Ua#-o-H_>w<dm-k+#0FEQzD0?(6A&aL@kB=ZnvuE&>2YE?x%i-H^N?
zV^7AB!$;8e@7=#+>y8cUQZ{bbgn@E-NAfS6zj)!|rTk+BnYo9v@^bfQXKvq(JAs22
zua!J__836BKl>1F8pcnZG;aK_96jx<{M;kQ3(Rb+M5QI=R1_WETr!X3JbCrv^~d)g
zD$7c%EAKsdn2~*G#p=ZQ;bHT_7sjtjNJ&lEx^45$^zD0hr)TWly?@`HZCg@fqM=2H
zMl4<w2|+k2Dk*7IdRqF<ox75g*KOaPhQWPz??1d)d?jt?9xrcy6H_Y(C%5p3sO;Q=
zYd7!lxfj8e_1!i2A@~DsVf5vBegBxl8_xXGpMc&sE%z&$F1Od^4K-w=H=jSi4UuI4
z!oh~~eT~;pp%}&5#&RJ(Hy!@clJk48!`ZP)XS`Y!C}CVU(uy3jLafL`U&8RfSH0dg
z_QJ!)*Lwl3z}Np8_Y%6?AKcpq*De~6@;lQanB;d01bV!oloEvze#$!ILvQQdPt9k5
z_t<kB^;h_N!Mz>NySu8Iy2kD!o)hTXa<`)CN>k&RfrcE!K73bw39s+>ga;n_<`Tq9
zK<^PE`1hZcUIKdiJK$^ugcEviA7n|$o`0xIe54<fvI%HM*8ULT&=`YWU?86!n_HXl
zn-28l`&eLQscb_4FAC#U!Qwmi>x^xJ8-aWSqo1mKyWV#-mG#uuK!zM>>>6tA`PA7r
z+JhK>boh>pqA&pD<iBVm-5-X^(udzCg6d)FzyW@#+cW$zd8i^|q^I=9Rq#g8U4g7X
zU#P4ASFk9+n6JM63+TlT^SKxJij6?O<v$4H0{?+ge7r5=84Cb(u>hv=;Oo73FUYxn
z#@ewnfX$38Gj@LX6aReX31bYu0e$(ZFANWjU45l(1MoaNt*U7FnA=~rWwee^^`ZBU
z*6-^pOR4*K@L}c0>$Sso>qj0oj67)^#{J#<mi`Yd{coBEkl}E(X7oqy#ajb?p$$U#
zecRY~uWlH$jF5*PS?K?!`DdV{_8SV=wG4de8yfB!=&0x_hoXx-2e2-0;=A6<2Vi`^
zz2<Q*{%gSJfL;usZzH0@x-r%mwTuy5MAURc=Kw52xGMN}Ot}1hx+?zbe?s(Vs;;T6
zcvV{UptR;zO~bXimMgWLXqdQO--L#47ohJ?pD*E}sr-DuZumvx;J<@=DY7IwNm+wJ
z*G5K}x`u%UM_--IlXj_^G*vA+1?UUa7lsFfJRk{Fo59jT=OSGL+{;qss*$xAWL<TJ
znE|+0&y%a+qM~FjFpWKNJY7J5D=exlETJW(Xh`EYYUp`r=(^L@9b}aZ#iTVwrMMC@
znsOw4c}0C`SuIg9*7WIQVPTq*k{+FALRB@Cm*YU}oiJVs4hNv`)G4x)CP@K$fBQ{r
z>NMGD(`6@4l$bPLLSPb#<todI(3Qm16vgPu;&iGMlYu6|V2aZ<Bp6(A8drp@E3RrG
z$Fx;o+sZQRz`&9eCke8%xU!2VY32-hS7BK<AsG)LnOVZJexmY_e?w$cLgiJ_=E*3B
z%8{3-vck#CKp7=ZQ5k1IuaKCnh=ir6gsF&_J3}qW*Khs2`3q3~mdT<_7Z4vePJG-i
zQooK@m^@8YNQ5OJqb4e)I8i`m+$8C76J^Ftlp8mR^vhJ034)5_r%R2SAU5t-@p0oN
zf14yTX`1X*0qH5z<phPuQj#31s+FN$WLRj)`7`fdKYMuhM%uPit~z7dl<{&hl1d~w
zX$f&Lks0DMM8t$<%$P2u$JN=icH@bh<5{~8Ef0^?qHD?sOVbtUhFXShj_!dzf#_YH
zX+M*$LSs?Y{JeZOu3cYrsxUV*+sDI;O=plviVD&)a#B)KVxq#+r%s(Xe$sEh80l-D
zI+l0x*byT=EpV@btc0qvoH9uo(957HG3ZKURau&vl7SJ&-qF-+mV>Xalc$HxY(K|k
z5do{>7p_YTU$-(WF>21z5I28kLxc~{G-11%uszK<Ugny!%(XmCHC+uf9CesB8Z-+g
z1rc>7G&EHcI>n5Rn<BC)S<!+_vZ0f0m=sGE;q^7+P))SxMmh`~Eh>|(2%iI6n`&sI
z;}PWQ=I?^~#4KGk3wzU<Zuai34nFQKAwIKaJ35)Gv9+Y+xgydA5+p~m`b@HhnH1Sr
zf##@f>|kVRtf`N?109y8E?e7>qi17m<>%@h=r!BR(Zj{s+0oL`!NS4b!qLfkriark
zANPPj?+|~_U{{A(cIGY?hW7fJ<}8|y8byo4G&D1G@OBRl@CkKw@-fiI4V|KpsGy+e
zbS*vZn&efvd4~@j+J7|f$jxilo<Dm0;^EWmy@yc!P;#0WRTc&Ev@CVZ-K=NM@eK5`
z_fRLZ&2`K+uSvar@p{F(ic3Y8TpVZ0L*!N>Q&g!mD&5l5B6ewX)}8~`&tJZA;Y!|t
z>_a>E9m_gWkagtX&V9?5MCo&NROOZRINCwJ0f+V;xLA1pMBcI8J9febym&$Q+C*d;
zZ%yBpwkLhh!F>l{gxI)#BVagfTiW5Q!{FYFmo6PSntw1SD=R-I^GNodgBh7e4qv!Z
zeD}$Nr>|dRAI&whwVWm*_>W1yscUoa>Vd<VMwX^xvXaU)vYWSO?(zJ)j~|>bxpeXB
z<;O3d-MDvq_kq2!iSZ#}p`j6BYc?eBz<Z}{-LZ93>W1V^>(?S+dDDh<3GvI9$3)_J
zb>hl(Ymzo?SifW2)=eoJqobl%C9cZLJ6cq9{{OLe9zboJ-QIU%$2J(#J3;~^gg^}m
z5J(7tK=j@bz4zXG@4Xk>F*feKC9Ww>kCQm%O=274M(@2DJNf22E7=Zl%6;$5mpk9g
zdv~4@tJR}rceT>~_B{XdKZg$=tE{Z?_V%;3w)gPxiH}cdYUw=CcTC8=^GnlU*bY*M
zSLqwC@$Fwd{c-Zk`=d8TN6sye9)3P?_*bOP#kpUmPi{<{TN{6WdF;!DvG3-`ZZC~~
zvI6uwc71*H;?rR;{_Xn(2>FGf83ch5OEd(S5r?!hkRSJa{P5c7xw*01Q{#`p#|-q1
zFw}c{Waay@)%)OMwgAC9h~puH-hYonuU&nhGq4Q|W50@v3gf-tgSFYp>;*KgLs}Dp
z#K4&_%>I&!=av_zSLPnAO@8)t9I>B5<Q#(d_VdYO8<X#>&i*tvHZbzjt%0xJ|LNA1
zAHIAC+P}WI@bl-V9)5CQ>Z9hRPa0Nkb*+5Sy7+$K;`QvM4@#Clu37oKdG*WoS8e6f
zMp(XZqiFv9n%R%up1t+n?6=>{egEzJ58o~P>xcOtzMuK__SBF6njC_7_>1Y)u0e_o
zNK7Hp3l0Ye^a`wbfhC2JUSV$#BmmzIPmKWm3K}v47(9r0Z@<v@3VQ+#0*J0ZTc2H@
zom`ukTpI@$E~q*VD+GXiMU|WJ^|kq@b9dJIo7R8ML%0`oFCg<C?s|H+@acp0=ZpP-
zph60TwIRfdMAe~a+6%pbkkVi7;@|y+o&d=Z%Y~Hy%|bGoa1w6JtChq0;Z@;(gn5_%
zfd7VR;a|c@2Hju{@Cg6nkAwq99waBiGfH^o!0ib%IJMv@oHj!G1<Sen<I@9AzMZ|-
z{q%m-F9LNp=zG@(JE!}b@83KA3DkWaeEQAk(oYi$cP5waO)f)P95guLfq@}&AFQh&
zuMI36;OijNz6<l+gz5iZ46WaIj0lPUCK>8AQu+^hdgbx2w<mvnviQs5`o_ZA+=KZC
zfV;>KonTZ8=3&S~IO-u3biuIK{ptJgb%5^zd{f{i5o{7>kV26#rtoT<XzAGoa4&Mw
z!s+_Qv*Pbg*5ADbMb}0lqhWgN{`Bb2Gb7*64&Ry^ggP(p58i$M{@o9Mdi3%4Pd>l>
z=+^B=Uw-%alkcB={O#apUp=|~(Ln!={^6_r6PNp^1#RZtdkfbFmOdU_`g~;ZpWt2%
zMHm)VCu5P2uMt=}(C9`~(C(7x+FCRMUJuZhsBHxCUPy2QLo*tvfAx)Z4UEY8bOK#R
zoq|^-YpUv!G>swi-h}A^`d&>9u7nsxWV?>Ev;kU;OQN~xvAy+8ylE^C9hw7Hhlj>-
zR5jQboQbN2u_DSqT8=EXTT@h2Lre@OBdra%i&bY})eX=nUGQ)a7gO6Mf)d%GwBs#>
z?c3zHZ<E`xU0zf~SyWVM$94q?F^q;PoutX8Xqsq4+*FpRB8gX%)z*L}t)(fWMMCIT
zTU%UBM+{Aq(lC(LU`VPNNuZhHs%&u-M_dJJz40VeY@|>QGH4e$H4jA%C~(YIff~n}
zekh!u3f4zKEdbCLPl+T@{V`gu3TP_{Ia4ty6LA@12^m948L%EM3k`2hOV9KV@aCA&
zlu#IvUFu@u1Q~gKHLN*>?rOqyGBPn#)6x=`SKTV6v}K3#mYwR`#L1G%Bq?RgTf0@>
z6vgb6z>3S_WfXDJ3Myg}O1pNeN=fOcVa!>E=?SqP-MIRw|L3p2_@u3|&VWXdliW=s
z>6o&ZrYsi6h-JcHGN^jm8d}z7RuCIJb?DTdmOV+4$wUpZteCtGj>KV_IorAV`vgXW
zMDacN3>w3LX5i)KRh(CJ;mrA?eTM`1epC_}h*v>YRt<$hDJkw2-TBs=TeiKi#mt0x
z{mR7~S1<9nZ1G)hDauJ`V3bG%4Jt{KOvLJF!(OS<^|hT`cwyl_$tmH<$)O>^ZehW$
z>B+&R1qn^nkdBvKSCW*Q=pX26>TE`JU=y9#BzH5Kkb6BidQL`U8ydk}2g|{$nP@^&
zH`T(K5%3l|1WRqaB_3;y*RTWb)xmMK)J+L$revJCzP7aq-O^N#%_1{dBo;^4(%!@`
z%+u4~g$~XmdIX-0sjHivo3pL2n^R1HU!;ep3yW<<q*~$0jyiOIhACf{WvZxQhSmx&
zw~cW1_Oo;L<k`7`u`Jud%8+BjG;_7EbKqDR5%q`|Exa;TQyEJ@6UbPKo({v9ZpvfZ
z@YuF&eXb#etxsf;aC9|Ays8`yhawt~*{(L;UQYg&96KtJt{|r%Dkic^T*Qc}-`H6D
z&c$=bj~qIA<nXmimp;07{i7?_I%^xv=tfvs6;rCA1Dj{ZGI!!w`PjHPo7w1Vl6eeH
zQCjZF-lLzs_tDYb!%nu2kf)|7r+`vMk%?pnYr7oC!fWlieDd7oQ|I=#c6HV?zTMoh
zuerUwsxC7o-kibI!)x0Za}q+r4t4chK6(1co_#Hq)wxi}EiR!nH?OLwq%^Ofx}>bL
zxwWmaxiB|BJ0q*KsHCH<19T1--?`Ymx4WsMsi(JR|Dm_{9oTd5@Y^R(AH90*(pO)7
zdh)~}FHaW@b(EOc4hor2QBhLYP|dY4RmZ6jsYEY7pF<~(0`yij)>YKkoO$QMnM>!(
zYOA6X<NQMcBjciL>S{W>+L}N{Q<R&L7@HCsnUk87pP81QnOdBiRa08jR9(?tU)xq+
z+f-dul${+J6dWBIR#j5g+R#*8R+*lZ>fz!J0%i|a&#;iltc=|Jyka5u!teRi0#ulQ
z%;n!4d;W@bH!r_4{>j*rQ;UO#HYQI9p%)-lP|^5ZDE_-VH?%Z20&RKj$@1KzmAQwj
z)88XC&c+a{2c)(y*dR=w+88~uF?<N|2S&8P2mpi2+0*f}3!|S-kKUP>7=ff7&^LZD
zybc%u<*k81fhdqz;O}Fezq_9N*^^gr_=<Z4UJbyvFu48#R9--@AW{k}CIB%|gdzZg
zw8iP=`Qg=>A2ueyp7$71mrY>chU^98uZ>+>nH!kB^TS~8zW(y!yJdxU$_fN6|88mS
z{nD&QC8>iYDMMxHgJr3MMe&1$v4h3&gC$8rrKv+@X}`776j=VG2wKwPlFY~D#g8j0
zpHxDtdQw#dkMMMG|NgP>zu&x<$leJB%!t@^1un{hxF%Q@AlCY?F(h2j;j%73UnsFS
z1{ZgD6kg~zuM^${aZbqS1N4Qs?g}Vp*Onl)Zy8FP!6?2!NbpB(!{#LmW4D*@)c?l4
zQ%4Z)y_3Jz-@G>a6JP^Oz^kw-L|7}B;Ge?n2~4m@n>Xff=HV@{J;2PcD$qp;*9I#T
zZVAl5BwRUkga0VxSRv5<4b#GZd~pN>I1THEm2BRO-z!W6S&&d~8i@oxMSP(*q3;5?
z@Iob*!D}l6ZO_2TK~TZum!WnL`VQSY@crEz?+=W<_hjw6vB?M1qeF93<MVS<^9x{A
z4ZH=O)i(z>K*xJUfWBbt@XGB0&==C*KndJGwgAa)(CxpK5A~mbzLy^UdUNQPpQfKL
ztpBpSvGjQ15s>YR8~o|-5XzlGMmmHEydeDr28Q7exD$jg1$@@<O+j=ef_N_kdxgIP
zFgyf54)7I&F^WH)6`RkHzn=%_g(B>LyK_(8pMP*>@qX{}y^fW8Ez5VC7JhD?yVE>#
zw`J;X)5K2=<3H9;{8TgkbN%qW_QC$WPww{JzjOAxyYGK>_cLg>e*Wr<AAkP*?!(WX
z41G2_@=tKDs<eu_JcfYAgJc)tT`W4oh^Eh=()7q=Jrc=)LS|4YhPqUyt}Y-k8w9{~
z0~1|_F@?d<(bvV%NNT!73|&_fYPZ>&GF%u`dxE;Dj5t|bl&C0gNYJ+7SOi--#&E1d
zfqpf~)~YyDRjdgH$AR+1YB&=GWxAw{j@WM8E-?)W2~9a!ZB-SjI-0JIrh!kdsuD>_
zR!c@gT|yMKYlou9Tk;~?<VD|-hk4;sc}Xly+tkd^$$|x=<+j>r23kg2MI46`$Eizc
z;pKF66iM201gscFT|`+^R0S`pthqx$YrCAzPI;1uJb9-qRYX>AmmFia0!vbfBZIO~
zP~$18Sty__<W()?P&_$R8wHFLO4Acd^1zbpRIp|;D&WgT6Oq&vm7<BuLfG1w#wd-9
zZOX{W4i5LVu+~RwV8vy$A$dvzZ)?EvwX%=(@(XkFw9+-CD{J6)%VXXW2l~bCl+u+$
zQ)ST_+a)nu#kIr~NV2LFMKx^&w3?)x@@`2baS1$H)!dkwkr?;h<x6*e`1bP;Z?sfb
z!aazZoUEORNrVqSH9RUSCLuj4F4`}|-Nq@LAH1iz`{cnBZT0O5QOSmMW1=R-ifiNN
z<sTanmzt28mXsdiA7ad48R;APc>0tS6rVqH?(o4re?Fh2qa!aXBMm}oGzx=K-o0z*
zwl}wI-Ll2plzH=ms~>-O&6;N-zH6JJtT<LpNtdjtuS+27Xb|wKnm8o`eQh5f`_$Bk
z^0JK5;?($9znDnxob-t5ved5TqMnwb#`3h>qyUikI&vuX#zZG$l7|@`g1z2c0}nRc
zQJ-i@f)hg37^BR_pg8Inb4?si3va1~2S+@6ZM=gP)&_^M&`>qgP%*`+a<$bh>DrDa
zdd}uXc3g(FnE}sC-@%R(9PG*GJ2Mz08jWCYYwiP)SyzW(Z}-&5u;idXA0E#^pW#5$
z_hOpFIk+a+yZRb&0!_^Ge1j^Z;)+8fGx-5g_AY!=OD6+k2Yq7?j-@?=Lqlt+ODHLe
z$|{J+D(_ZA%V6*-S|qHlp0=T$jv)m{Cu3<eEdvUchE>FCC}<KfpcgWBGIw^iaAxbW
z2pGJ)r0i}{(cQa5ScV2|4fR(qTsYO&cjnNc4=-N&?8=p!=P$fn*AQsu=)hn_xp*Y;
z10r2KqTD>w0z=|`{M<|}e5~yX6I1szG@m_mw5_(@#>_$;rHWBe#bY%M^$fgRTuXEE
z_BFR1>DqI!wWGDPyrrb<KvVOf=GHxxRfRDz&MX$#0{WP9bHhT9x3*jX!9sImdr?7Y
zVnRV&Ohra|MOJ1(N>WKyW?Nk?RP@MBPfLoA2X#ShZOz$pXU<(b+t6B9Tv<@tRMFaA
z+uc>)(^1#mQgwWP$JZZRzH<CPg1;x5gvTpLvB_HbNwH-)>8|!xOhYKN%<>EHg)$c)
zUkHc@^9>2EZfb1l?#j&13yqBQ@bU@>3@pgctEng}&dp4ZiwyJi2=;P~3-Qm0jVw${
zs)QPiMR~1dMV(b;t)<1VotcplVeal>?jD&@(Yf)7DPa*|UVK+eTW6k4fCoP&Br+u~
zIWaa_$i47mKD#&xwTi&h9Yz2*lkMyC(};6B<b(VKinz(I;95O5baZ2+4++@Lp9c<n
zHgRfY<owdu#|Y~RS#i_j%G~4CanQt`{bde3AI?J+jOUXlR)<c5bMMoUW6vi5o{^k5
z$bEY{advU!=Jd$FCdP-rn)250+BaiQ#~=}H6@qCiAUuF^WRN;+9_#=6OANgFdrEns
zXMj~9(2L}(0Z_j{7tqAQbq(UZfG#ihLJ;YlA6lLMVSVz$=M$%p=p{sYk@z<3_1U$t
zD^O=`d46c-+ixCMRP=|0{iE$+S^3zPUv4JD7gRqthmfkE@&W`iVdk&mQE*uwnHqs6
zyuSbG(F6Ddse^EZLO_LiKu5qx0K(1x{ZHQx3ulIIE&W{g8u!A})w_)=Q~v^HfC*Lz
zYx}D;{5#8EaqoY*HX+9%CJn*~_6nw_e@QQJ1c0JpwSYL#5st=YAQzrdh-h5k3k~NF
zoK66}pe;derhe!C@nmJ}<JBj}pFV7T{<slwFoO~vkLs5OT89VD{q*4WCy%B+8eIMs
zO7={RJOSUw1xVj~5nvpdT@v~LgC!bhIDZ&fg0%hDYSbbXzQz|o6%3hf?>+?0!|y8F
z{wMJ5U+p8vKR{Uxb?#=@eqDXGI<ho!Z|)w1d4<1h5aS(~8i437fG&)8fZ7Kd%xw1b
zgHkLLaNDvlv9P#_dj)k5g;Iyt?uP!0Gj?K35a1n{8U1N?`0KgBj~5=lyY%45%Kfgj
z{<^34DmMDd!R-)4P=Z#zaj)d*odWpEAm5rhg^Tyf7W=E0`|IZJwGZFxdvy22qr1l+
z+&Odq$IEwr{@}-lAOA4;*+0R(ieic?k|+%YEK!4GNHt<JOxTdD!eFrsj93gKHj~LV
zG-B%M8PRA=8l9<22lEFeiEct+aHuR(T@w!2RuN5%NnA6!Er)JzNU|bom?+Co6{IK_
z6&981XzdW~<eg^e9B0V&#}ci;)j>&(g;Hk$^kOtvN+>-=WnC2%O<9>LFQ<(-^r}*^
zYIH1yhQsJ;!lNoxO__+2(~_4^lM+?g4bZz)ZufSD-P;v+ZIxG&(lny*oO%9%ZgG6a
z2*4j5RReiZb-5jAO?fg&m9C>i!OIcUCDbvyRMDc!sO|C!TO<^>NMN?hs_l?f-70~4
zQw+UzH+ma9?o!__PS`E0EiQ`_5m(>7OJn;k9WfcEqMDhimZ=KfNM4O1CQsNQiQg`P
z+b)jXF0LaX&&1$8jLq}HW6KlM6Zt`ICOoQ&I#xoSqN2g2==<3?CGdl@!eZlnf*cJ^
zSy+-DN|Pjq#)~W9#pTH|D59jY`c_GeHzi5pC|!9CT_r3T^s4fz>N1MTlG1n##>&hz
zEk5?-p@Sb?yL|b~$(sB;Ljr-QtP<|(-jr8(wrBr)M^9fneClM^{-(mp#^UPZ`;Hvl
zf3&u|J~<)7*C#m8KP*4Hu(h%6z`ld~d-m5>)<%a%8|oPv(DXwBgJD$p-08D#@7?R^
z?uOUIN=u1LLU<hwX-O(l61#S6e*@5$YsUQOL*U-4JT6mQ^i7P4j1C@6BWpq<5-^$?
ziWrn6m8|CNX`Pi3)!b0jR9~2p5}F+6Uz``$RFl20qr9i3xT-KACDPN&mT6~9a%7WT
zIl5lv20j)HZ&L#|rmj7WV4<aMtg2|FC~vH+Xogm`(bTlnB3Nl)ZE;w4lC}#0$5oay
zmX|V9Rj|OKED7qix?0Xgy6$ESPfKGrp0O=Q-^tQA)YsMD)4_y6Vd;}SooqsVJwkol
z<3s#Q(o^!{V|;C_Z1weRz_{4lydXTHIWwz0D`#(R{*j`Rlf`8x3QM{YQ!||00+}3F
ziaw-Y2AkXYn%bCY(WpvTf}EO$v?>O^CbH^8Gzln|q)yewknt+oFvFs-IdoGaq7lTN
zt&A+3ICidF2U~ELz>#nYXq2>qJUB({mSF1{)R&f@J9OkwXV=;Nz2Cm~{@qVL`RdZ8
zclPb;%+GI1OWR*ka-h7dGdE{%apC!n_LER`BQ3QkCZ;Mqt*NM}2V9v`QjBRdO;uH6
z0|P6rxwW}PFrVLCQ3;uHH95J3@d*X7v5h%77xwhr=sR$#r4deoAg+m<9yP*>TNWC4
zqNe<EXUp-L@;!N(bqUesu@N;X@l|PwMTxOx87Zw*Wet_3S*b~JF_Cd`(ZyxOr_P-^
zbKzupZBcSoOloFyZcbcfQA%ZQd~R$&OMdcK=Z}1LY+rG(x3>}1j-=_uq-O<q7sQ0e
z_<H$!xcGRw1_k*irKW^LM=?xI_1PxAp<(f9840QBp%GCI4o>zq_JMrgsGz_IKOb-`
z@wDNBWF*4NB`qwlG$p<|Be^0uz9K2MIwhebCNjmxE7rw1*2N{x%{|f6JKDwFmuKzD
zHgzy!d-7}&0zz{WQVY_uvy(Gkaqs-%^w|6e<Zghg&+DxFO4%zI83Y;dqqzr9z~yr6
zqoL7D%ac&90_@8`u5bnbcxCAL-1tYc({~mZ#$OU6QbR%L@3b=aV14W|RDXj6H$>+!
zb$Da^)Z*x;b0fDFhpvMR_&L;o*u=fy?JzkGW_VDkZ5aw(EvzDAi;z(Q3<4n+khA``
zxEHQRfNHNsr3IUZfG&h{A$SQsoUoBdBnOc<02o2MZc`mMVWbzJckJ@U*vVgK1f@E_
zd3fdw>;eM4(?0<8LO}R`h<nS+$G^I@S>X&k1~>{_3P(pEaQ*X0@2iXQzr(#kmIhWt
z0;VtR6yWJ*_ItI$Kb`sijeB9sK_UYmEu!uP+yxDbzz71E7IyHDy8uT(2-R>@|5OnH
z=qo%*pt^yeHJnRu8wJn{XVLEzGP46KLzmVb?tS*S4ZJ)44^*re-2-^DdcS#o_=C~$
z2X{xOZx1hhIlOdhboTqn;rp|LfW8Y$2>OoCEqyzNNPNMr3jA6>8hrZw$TFxMHg7FN
zfM3Xc!Te!x6(Ym`Ti8NK!r&nH?!#Zc9DP2u{CsU=ZDws|aB1-8*%!GCa2F58HQ;Rm
zH-IqSF)}#<?X`gq<n9KlZ_iI}$_rS8k67?qgxp&G>6x?n)7d-^&<o|)=bn7H_~68H
z|DKipRzwK&pk?Dx+q1zA7!5&6I*#sn)!-?3ydcZL1ahcjW3cV%lh%zVZR?L=u%Kgc
z09yM(f7|@s_PM+5Gxyr2``i8r?v)o+QWQg}N~_~lbs$fTsb^xOZ(?M?He?tZ85$e2
z*eoNK0bNg@N;3rLrP2+Fx=bA!hr%$Yv90vE){rz$<#MU!7IbSfnhlG@qhi@=3c9Lt
zx;P9=SJ#1O6K?081l-Hw1rcZtXuO$<23tj)sjALIVHip%y0VI{DjMv|sPf>=D~rdd
zkZ@|?)kPzy)3h+U1VO{2$QU`iBBZlzli#&PdiR@h;#=h<wn6-j0NGUTRzVT`)G)6k
z2U8zCys3hyhV)w~oC2Ass;8+yQj^A`#MP8{sVa%8$nQ{)d_z*=4GG!pGP2vHB;MF1
z{)VXZTf1epi%V|XCAD2lK}<?sOiF6UF3BCD@?w%0X+<4n4Vo$e8c9(@LtIg1hm_J=
z5(?YI6}IliN-A@R`g|*w%&_?Eh{Qm94+|QTAdl9PN1N+1y)B)hJp7XbBGQ7RV8)Tj
zHPO;Fz!0d)8YFqNwycV_w2GFPqQ+J!t!?rKGB`se0#zQXBd4aVsD_hAsYuCcV$^u1
zoVf6??&ii*2YU~9brvKf7-DhyD(Dn%zauq`-(I*n{Mom|Uwrq&)sN2h^c`y5d#>-)
zG2q^chRm$Oq?GLZg3^6^dM}*0aO2AL%NO1~xbHx2W)9bc%QiBOjf!ckZ#a4UcxQXN
zyPFGeuY`n{*sdKa%5oT0B}I8DNePjiJGPjx_0OI;eD2I)jxk+g*PB?397RW+M#j-8
zI2u`lOi;zE%h4%nZjPpjv3}KM>CloO-W%?bl@eT<7gtxFR#lXk8SfwJZR5zLTN!CP
znSh0_z7NmH*TTrhjN!qgInuN(@#@CP@`f@}hSE~Ta&lnpVX2BSS5&q_q1*|0H@t?0
zg0zXOIM6Q-qr}rd*^@N+Z2cfhlOP*2A9I$i0mac+Kg`1+1d0zE(ku*V{x0@00Y0&T
z{LGjLh#XdArG>aU*&7@2^mM%~%}bNx`<m;o_w{~!u=iSH!{yS_D@7%TlTu4v++&y=
zK8fZ{(GNGZ4mP#1CmWhzDGUseszM;h<0xnnSC4DWvgI1^m}E9pgJwW5bTo7FuyVI!
zSvhlT!(9Cne8b{>f&;9bIXX0oDvqkAMbRKYv*%b;WajN}Xz47gJl4|w{ncytZ{Ga;
z#PO?px-YaeUTSH$(cONdr~OiE{k87auTLHM^yq=ZHRY{2>5W-wO?la!6{UFzaU4B3
z_E;M;Q+G#4HwTC4z`)juik{k<g1Fe!0RQZep!&3wb8XF6dfJba7uH1uN1L;PjC50N
zxwS#w$MVxJR2CjD%;?Qb=tzoePK;<tjcrJcEl-H7NQ-YS%daWUO^%BQ4F&@-zwG?1
zv+taF=lc2D=F+6hi0F8JQk+k5Mp$W5V7jkuO$`5|z4ae=RM+}CM>DBGbe$LuqtxHC
zE<Un6Av!-HHX|W65db<S+LiB1GiK{D*-l>k;HbE$_>_pqIByTWn}e&jqZ{AJiSK9^
z;A|7-VIS}3o)zw25+6~UmQa@(Ultu&92Qs>9$et>6K`)5W64W)bVzn|im|p0HsyL4
z7&+?d+v)22np@{b#kUld_tZ5vSJu7aUKqlI#0{uW|GVtASHvrrfolZ33W*_O3nP=W
z_eMvrPmP{_Do`vyZr8@-Nf12D4xXQ$`hIqPWD!775a|V&1YH3*5G>A5EzjI}I)3r_
z_z^)a*x6sk53i4&pBw+z^jQDw(5FiySD(#7*;b?m1k^iT7=2N@ZG38aWO`w2er0ZD
zV+C@k06~yQET}*cp~L2D%6~ck2ku2!S2)HFSO?-*2-yLyz$o?apm%9*WnpA>=3i@*
zAA+9YHzo7T$!C*i*2Z5%dWHM@UvO_&`2EP}`_ZvTi;V6M3;$hMI4lB|55&d))?(xC
zN5$Nai0lvjUC&456_a0oB?!AB5DE=~P7vA!UI#qeq;PnV%l5}3Gd?--GTtkci~h08
z|AQre%Dtd-SiRQ-N*E;C`#&4+ML2eL76jr*7Tv}MNLZjD33*SSLR|Mxc^=*ZU?UVo
zz$4sQz|+@y3egv&<HA!2P5^X3i@zQ?i-bkwmO&J{II}YS)9RzcP?SXI=Z56>4R=3<
z{J#5bFibEvJ3c%)jaZY7tb94V_{He>w-dt;W=F^7kzA^Y`T72-Wk_}d^o1&2SHbXM
za2*uyP}Xf|9Pv7PC3}D%F!1o5(S^?jSFb%n3V!{s$pZ+U;W&Ic{Cs>73eSLmX?b#W
z5<<Shyj>7HfViuF`W_frgQQ{e8ILF&ko3V9HPAQtb%3!msAYhA5v@3g$w5xD`Hg=u
z4^rM?(DBX;e>4C1>e9obtM}WV_Sb@OH)81hxapVSPQ=d{tnHwPIXptzBQhue$&X0>
zBitw<hKI0RfWgQkxM2@<{4&@IwlFY)0AmM8MaY3Fh!X!3+^et)r6`70mVmr`JP}9J
zB{HZa29<0;q3BVldNjHLO;?XXBvXhaeTpt{FOy7Xlk`l1d#Nl-8pl%CluI(<l1+Iu
zD+{^}hhnLZH^C{<)D(5`>MRn;N}uV$G!JB3hZ|dk8gP6`1}-4+MPZGV(F{ctT|rq_
zUV$Vdt0gIk72l1Pk^pNiaLl6U;PiE{`dAebR+*@yMuUb^2JNnf_*S`{TO>rbNbY_^
zPIjj%Rsjmh@$5}~_>NJ&PEn3#zD7h#6$ygO4m23bYRD5+rSM9-)#XG`aywNN#Z-at
z<wO*vcgRV+B_;NzxX2a}v8`hAyXBRol@+8E<t63irR3!#<)p=>6=fB*H1H&_K2_Er
zDC6{Tx&~keg~F>#qZD>XNx!j6YRfLHG|Jk*EY!s>Gb|y&FWi=4rVAJ-uArx;6Xg+*
z7nPjo8y4Zh53+an;@a8jv5hq;WO)qWuC9_gRY{E?siY|)r@2j*DynLRqHtiZB~&%U
z6f|X2aB?cDGV+>eG@D@%;OSABpW9Je-B47J;Oomks~M`GlUzOfN~^y+`|i{i-!FXM
z|M2El7lC`5x-T3&dAjdJdsAmwSxs(1X;oGI@gpZ7i~q*ES8u#?_3FjT-L0Lz9zIUC
z_GyX9O?CBs`+J+}>%2VNNkoFAgxHSlZ$hM3Sy4s<jJ;G9z@gVbk62q>R9jUD!Uh@f
zw>05%C2G*gI0lVi0v@?c3R7Q;&Cs^y>Up`E$A){wM|%5tT6sB}`FmQ0_}WJVIEDGz
z@twKOJOgtE!CW8j#G!dv81XGxems_+In#%2;HFQpCE(af3i{&WlpQ-M+jr=RiZOPH
z8;FXrC8g}qsxBHBd$f|3ioAugoSBj=TS3}ROFhQcBGuC=(vIh8Y+$CX!J}%2I@yG~
zIXW0K>{yH-7l-&jeo9ziVM=^^Wl3Xkeqs=8m$`+$t}EB1AR+olXY=i=mwvo>?wzWN
zqX`LzBcr<mgKJzpvdpbQX$(F|FTjB9%P@7-HMS)i@pKH?czr!JiaE_R$_KP1*{Kof
zp`KyZMpm}QHgSH@$w6^^YqubK&(ipeuHx$bl?`<%S$^Q;MKg3_TX<MH`Z~Br`2^<0
zCY2>;l*T7_6_tE){KPkB&t7b8K2}+FrncgprkWd_O&|2MzSrIS!JgKS4|HGcZr)#<
z(~_CglAYRBT5zPTsj(>E&DsK#_Le5bPBzv)t}byQ!Ie4L^#yrF@o{;P;Sd_FgPJ3`
znVk?X4e`r#vW_w_h-T~OI#|^EyYEkoIGhpJn-aAjT6*l;S&4gdlG`&AtCAusQeqnl
zvr4j4!vcLE8PM6)Avq)Y%KKM7zy0z4!yQExX$eVw$+2FQS>bgVp(UZN^%0(@3zJV~
zM3*~oWA$}{iP#hlV^4hK@$#bH^5U+F(iSj=C@sy&&5MXna`N$W_Vy2tPl-><j*3f(
zjY$S)jI`L)D8G;(H;({khlBvH#)9<T`mzIcW&0`$+w(H&Q)0^_gG)pFE5ZUx{Q2ol
z_DMEYsdjdW);8fB(?F)Nzmc)0zL6b?=5J<Mlah71`|VHPxpwvRg;(4QVI@f10H6h_
z!(YXFLEZq7Ug$HsIJG!;e{t;H)v;sGAuDa}EM#>pj~*W#xiCEb@yzT)fL>VPOYTKX
z-REW|<|dykPTYPvaRKDJNKkk7JOoZxMy`Nw!}QpL*`d!~aIc`|@7n0;xv}qF)NTXe
z>g?S3?9$_zwV}DSc`zgrL}LHD-1|qJg8+J=814&2Df|KY1$SJb=0Ujq0&baJox8t2
zehr`(R1Ghc%%`7?9bO09is^5Kk=}oYdx3Qyrlvj0%7z9r2>NbPL;&={@+U>buiE3h
z{D)~71Mvw6`fln8Qi|!@U&9Rr1ig{N3*+oBm8)P~0Fg`~`hwmSmID$4n7wv6hHLuR
z)EG46;{K0KuXFFqyf!d-Se^dyf1Z0`N8wO_TmgypZakY?TA5v10lhCsHDP0fGKN1M
z3<&wYQaix=UZL;io(TF1jq;Gs;)RbK+(rTPBCdCnU#$&vKJBjn+(leFz_J5;E&8ih
z2lg&c{xCl`JvlWE24&#S@blQh=fg{%49|TvKKk?Y(C{1-x|{^`g{sHjjjeq&xB=)3
zN`?;}KLtBqpkMI!6Bek2PZ63BeZd3vo8e_Z-~WyJLev+~_vX;^;d!V)f_RV2Kb;?#
zA9&@{2<Qv`)rf(^rYhU;rGNnu@N<}&hTKN@^x<bgpzs&m%fs&j+yKF-(67J#0=bi5
z#P`SV*XDBrJ{d&HJ9=mC@r}iSBP;#w>-U?UJ%Q*h;44IT_X6L7lc9iY_X~iwO-QrA
z!!QGIiy$r--@SxhgoMHR8%7OY5V8Q0NB1GC8r}0xa4!T=0SM*AP)d>*brmg5b&{qA
zQ4_0!!)fC*wY9W#z%EG>tEsJtrxD3U6q+$bk3%uwQVq?iOdgeOL1CNe7z6iO>s#9}
z?0Ncj#uOe2yvWoH$=Y09T`0}ws%PTMv<&6gMw;410s|BEoUl3;7)=gZgN4>GQdXr)
z$$$%jx`ep8j1*Q`fq+-nGo(Y%&O%F#rmjTPLhEX)(cw`|URy>4CB9WbVw;lm4wSr@
zIwZ0Y)tN?AYbz5^2Ma%YuCFo84lPTP+JROO(@@%tRS;8?7e&kLP?p`HtN?Y5#Z;BW
zPzs_-GH=O9ydf^OMO1351X>D(Q&h()sDbO32FPpWAo{JSp`fa(3H1<&czHBI9%F=~
zfG33^j;x0vP*iY4c{PFzilL_CVQL%W=AY^x5#{P@OE)%D)21oooQ=56Ii<bTErn6Z
z5sqFSY@V$ylSkBNVhCEh<)Im(@y6=fdJ1Z~QYf0Zs+p1wUytXZXKtXRskvJoC#isy
zR?v`FBw?`@#>@~O&&s^)=Cb0Fl%!}6cPlc*j!aGW@af4exZb`0`!nzKU-|IXsY{1y
zTDr?>Pxc%*zVA?5eQQ~1WnLceYTeo6r*B@lar5%^o0qS_<H7E|VZH%wwhjpqQ5A*7
zd)qteE35b(9yAhBR$}*#t#63!*rp^aMbXxzLTzGYIb9MyBG@-Pm`?$tFL?<P9-~Lb
zLnfgiO~-<5V9hn+arC$>iisgS)pfP!xH*_wnbNsTk~xdaV^eHQ>2_Q_dow*7Hr3pK
zV4<%KWi#AN4LnR4o*afJ+rZt3?o1<F;jv5wd8+6xtu1eAZh1pz%T~(P9rPWd#uAb?
zDk@IuXa@|+MpemNNscWCG2z`dn(8So_PPGv5w<)R291rwm=m>v?X4qR9bGsqNU#ia
zvXAxiP7Mz(O;6raU)@nzni3l5Wo2QZN3}OLObYUAD=WHjr0<iy-eb8rJt3j(eBVYd
zp9XK=A_tcU2Fr(}=R-5{fox1euB(BWHHF0?7#L!8?U`0N(U~o!&FvL!Wog9$j=ui(
z-i7g5Wl1@)o`EU8q20w*=Q{RX-h1FcSyil)n>(8uXzv>76O<Sdoe>$I9i5OJ8Jigr
zUY?M2xVH90eO-G-YI9Qj{`{=d)g@P2>#nxfpKmBXT~mCjrns*xuPrkX2(Ugqp`$qW
zSZ7O5U1dz5ud6lBN#K|k;O&_Z9#)c`R+XJqoS0Y=A6K1{RG*sMkdjax9iGqk$aJyG
zaIng8vM%*<t_$#N4fE@W3hIas?v4-NpB}$ICv|UbT1R$jU0OnIR%%;CadlB%d{nqE
z-_zCIB{41K()D+5ef#<83rAWzD+}`Da#Mn<vLYKZBbt(e+Y^F%Q^NOz^Gj__Q&_YZ
zeR95y`H`%&^L16drNv#Pr9Jfx-7RgcE$vnH&Dlj2>3Jo&#Z_t9#UWvFQ4t9hMOC%M
zHJLHVQNI2`uFk2U{`(s$F7|ev>1jFKSk+yW)0CE26Bk((9R|9b%CO)9AFpgzmrQ5p
z1Zx|BUOz)txVdG7rEMVBD&EzrAv5n(7jW<OYiBNP=HA7n*@=bGKj&V7tQQO)Miz!<
z7bg}Mr&j0g2_m=P;Q($7XE#QU%nzM-GWP!C=^tk1M_&>na-{$^gA2#Z<jBnE&x@m<
zZA@MKb@n6#b-~nkZS>;e@XeX=fvNF_vqPT?x%b!E)6d8DuZ^6Z9sfy4DL@^N!!|jG
zB=|sjJIEa&-v@LF|33G=U=pZtFbfsF;1c$N$zj`sAyeUH3+W~>d;pk)mym9Y5a}I<
zY&9svwlRMC`NSavdKW;{ar*fbc(t8f9sdwS%bWN2@8i7>l9Gq(8^-qRg$6V5^aag^
zhC%H2VS2`BN9W|>!{faN#`nDq4W15FRsjqH5^v^Si1$u?^EDg+Xox~%X%TJ))?sWN
zspbZmXM!5L0%tHlUx)(((Y>xu01%#m(tuM?s`$0&rSOssM?-i(;Eh1e2wcCMHfOGF
zo`-I)t?GB&J9!u`)<Pe%)q(ES**i!Y+W(_?FYGnAav;_l|Atx^wiA)}KHZpEUYl83
zTM?wK!GJZa1YY_*u^`XjI0(@f`oL(zUqyXi_7qf$hEr$}@zz*gm|U5CusZeupbiKd
z080?O8R>cUxOKh1eq~_a^4KSfQ+H=4`k`FQ#KagxaUtsa+3?b*Ba>f^kKCOe9-14O
zT9}xapM5mF1l|rGzChn!u04A8>EPP!;bjQ$0x(11S9k*>boYhmF@%MM<&6JI`}&`=
z{DZ;gL$i>+3PIXuklprV>G99AKfwUjE0r%)r4*=qhhPw7cyf4Xa!BZK0wvp~;CFH1
zg|b)pO$Tulh__#G@3Uuc%Dr~lzdVJI81K~B!1U;kv%_D_Ke@j2pl|hl>(l!+NU?Gt
zUI^_9qq`941#QC!RC4cp_PBlHQR~x(&CoU;wu1fvkwC!XV`%NrzyTY&36&3s1mZVc
z1VArT0NnRaa4$r96~t7fb|^@RD9B5qlw>hV@)#vWD9WX(sDuJvD-{(;@K@GQMN_m0
zhGbn6U41Ui&|DYcUJDA#g3RLTuq>!%4orJzj;kZb-HPeNq*xe`%~=dbW40&L)Yr%&
zm~9(n?i6R^p3HNKg{Uuu;X*NRqUby5>e~~DP}WUXR+gZoL_(=hRF%nO9k!D#j8q5c
zQ_OH^U3Fy=R)wOiu1~<|VdQmGWwq56DQXHNMF~xrT^iE6G?amUHBF559jv)N97AV}
zB2{9C>h5hy;@gyDcB;yWqUA(XA>Jzo=(|%{MGS=k$QMzR-!3cthJ?a)8BG~Ak}{r*
z!c)-%x;jx81BJaXnzATu1&j`e7NnIS<IF%6&&H9=v}ty9man;8prw-++tS;_I@HE3
z+R+<Yn2j6ALA{K5-fYY4fT-)e$3H!Bu`9nK83I~*Yz~--scGxWtATeJK~$EDCE1f1
z)&#m0PS;Y6!l!YIe4_GvB3x)}x{^9hTvlCNT3cBKjN^Qq?6c!zy6dX<)>juN#V7mm
zW1O9nT-{1T!s_D^TN2Z{(sK9bmvv<ql}06&C#3DIZrs<{R#{Mzm71BHkX%+!eCE)x
zPp`c9<@FCfxqSV~$+M8=@9*qx&Ek03IVML$wb#}+lvVh;x<TCvMM+7~t#69F`G%6T
zB#W-gWg1enaAYm4sgXW3GG0Rmi!r1UnRGIph&Lb;xGa4eGp4nfA(usk%r1SBI)_0t
zG0>suV01JTv@kM64S9VchNDlgHPv%6H?-&I*%{Mp4XHK;WNSLnMpws{s$)YUSQ0c%
zF{=7fQpD{$uv^~H*z$(<maVky0KGCiMP&z!nv)vF2BmDFD9@3TW=Tshq{MCU8mX>M
zxqjY3<{Sqa*-Q&(txF2Fw+VM~bmwxMImUcjt1u7O#328&^ppdwjomesF}~goP}okF
z%+sU!So7k1z02ZbTapu7qoP^^0vkL$>pZ<%gF-7k`H@B@-ef&Ko#oHu2ASD<vn<WE
z^%-hJJq*#tz&tZNrM;~AaNB{N>h`qY_;`MJWomwXMqz$<Tt!^UvHF%Pd-lKEx##Wt
zqIgFaZw@!a(JhJ(+#8h@omiZlUX+lW9vqtD>zC>8pTYM|baBk^bg79B*_WGot{x%Y
z)}*M)aKEa^fU4-A%Gl8I*wEsbkeZCd-p1;;n`^-}I3*@LJb)kM>lGH@mmC#QmX%qX
zmsggOQjwC}l#|t#o86L;)|8yk5Es=P7ulH<+nEsE91&C(=u^dauk!V12=Qx;4(&>c
z=}JrN$VhI>N^8x{>?$ug)X~=4*<N2&nVppx77>w>l?i6NH*P}p<Fm(4?(6QTY$!{w
zNQ<aX4L?|%cC09^H#wp+*sI3by2RGJ#NM*m-}_`<_R*rkim1qfsOZL`(gR(4A)5Z~
z)elZzxOU*knWomg8QCSCo<aUTp|z#;-Su4+Sw*Sg(IM_`34#2Mio&Dq4F~Eg_LLWP
z7G}5Srndu%rzf|iCAB2R*GETI1_u}M`N{SUehecB_NKael!ivtCZsl`X4j@>H|3S=
zt8eS5ZraSf^Ggu#9sX19g$o2!ECTcPNvKt{IJLAewl@3Yvx)P+0?Evsc|LP?b@1ry
zle2>pUk=R<%q~oB=0JpdfvhH;KoZB&$a~LbK*0-!x2K;?UsxV}Z+7HsFf02j?iKO|
zKrf&j5Z>tQ(xd5>yOXOArdJU3oks$-(C6h<=Fk5M;Y~0G{gP&13NV0gUt0sxSrD}Y
z9tOW#fos{o+V}^6xX-6fL468Ar26!;@guNgZR$%<EH5wqZh!xtdmk4R&c6HZ$`3z4
zgBf`Gf@TH!2SD6~Pd-_@e}C!gZx%lN4BG6~s}sEkVEKcDq|Mw5d2Qpjz7zzgXCOcg
z@`k4y>)<d3dKHMR1H3^D3Mfv<X@F`l1M~~r3K!^?cs4V?FfXj=AROY~eE5V14Ox$%
zh8hqh1j~>RsbG4|tnAfO07B>wi1_M5`91gcA<0~Vx)m!A53bJ-z*fPU{~c1@ylsD+
z7jP^{Y7s-ae`js5g>Z0|*PhO<KATzDK=i&ZRlab8@M_~X|07r^L|*`PI0k<e^@X<x
z4jptx#tz`FWNB`AW#XIFq4Q54v^;xQD;Ud0Y7=h^)UMrcTD{*1hhq8hsinco^CMpX
z`U1WJ`a;zA*2v=LBeQ_M|C)O8aQ4aQ{3xLB@a)ph6X0!vl(zuu1_=BD{eJlPDU`GT
z^nE3G0Q7~Y;P3$DYe5zKpToC*wWnYNH#h?yGh`iZtUg;AUmbn02o+df<T4<?Z___P
z?Lw$vh!ioLdQrp>q`&v4`v+&A%q~oA{!K$%UsjP)j}Y$#Ej@g*;0*l3X(Nd7j@_Gm
za&zIq$))~o(DtkkG;Ta<c|OzyUj*d#2jngzJy6I7idI7n$Bq8d^?Q}8{jDnldsiPF
zSbcJMZSd&&;F0ym2SFJQz`WAm0B!YN_1c{xVWu0Tyg}ldFb@ty4v5s@VckE$y(noc
zgnY%f$%<~3+Py<YVi&k%$w`XKf#s-#q>QALw6v5o{83R*(81!s<JXjCV4-KkqZwIH
zjVvfka}txQ1A$*tCu0Y9b5D1kx1*T{mtn_Y*zrs~Ev<qq?ISIm<1Jj0tlU!^d@^l4
zQ#dx^EQ>%BULc1TU}ElTz;woGnP^~*$YgVxE{{SoGhsOe`zHnZCK%~iVZqoznXHMS
z>yx>LRH*31*1;MPu`E2=Kt+})wM%2?HWjg*YAT9U62Xkaa%CAfpp~fNJ5+bRAuqB;
zPI9{naIfMnjDm=&%r*ttZ3?JeC^d16h6F}KTvctCGEM?bRVEl<$P6_S3rjWAG2m#?
z^-y@Cj4Fg)2@;BW;6AKI;A)briF9W@R*0oTK}d8(baIY=c&bN0lB;j5gJ&quF~q_l
z%Em3pg`e#k)|plO<%x^8&t5rF)m#`9?ZY&;CeWP7hK?i#4@b7sru(xYTICdB;TX!X
z3t(6zTYK(JE9uE7j(701qcZeS>NFI_j7oL0w1^G#tH??}(AsdIrM@yfIX^P2G%BJd
zF19r#wJ|=i$UivO)33lcs30ILKRBW?A$3nhZD&PI4y2I<g#`KdrN<`pb@Y6A?$X!S
zKKSI~<&!;cS7hXPTif#tm`<h^QGEaA(u%smV!op@R3y<<R#B3Wlob`lqg0$NE&bhG
z?ajF+26|Aun4*aTQ#%G3DwOCM({-s@I4T~?0^l^FTNvwe7-Z04lQmHWWE?b@(L&3r
zD~e;4B*<7rCKU&HXRcOkcPkSYF4M+P*FsmvoTO#0gXcjbXqw}&9930@j4XB6Zk??=
zbl%*qyL}f+Le^SE%^8b##}iyNHSIBIo{}O*PKG5T#gvh9AmGznowI$sd`*n)C?qSA
zj*Af^+RYi1qrTRb9_D7gw$_ne?pe_ht!2emjvqPJ)e-9E!XXn`+FB+g9V>mhvx%`E
z&pg4=p^VRO@(*bA;kN_?za5v@91;<4#`D)>2D8jV&1^y~96gQ9nQA&zC7cnK>c+7v
zh|TP-Xg$=tue-b{BP1@tJGd|^sU|tAAuW4fQTgSry*Ku}eX6FeAtpAE&2iFWggCgw
z`iCThL}o@Ol%{2sK(1F{aHO+Kpd~NR!Ys<xGR57oFwna(A)>E1YfpA!riXouwMmML
zb*{gAMNDvcTxfQvZ+>)0Q&DzjO<8MIX-!FfL1t=pdU9b-W>rx^Yh`6?S$S1vW>tE6
zTR}m0aZzVpPFGIW+xa<1ON%bnSD&pc-Ito!6c$+F<5A-2TF&>Z4)Se?3~5e?g=lkk
zLGIr2vV%>HC-?0;dGO%DeQ!54Hl<}`rDWyQx3=~j?K^+*<i(3ePk>=WV@XM3XjOdh
z$*TNIHAQ_XF?&LNyZpU60(^Qx1N#zU&lKeM<>r=#hUbPw*5wr)>fZm+d!K&&&CgJk
z?$YI(T|I}gbIQEELIU~WwI#s4-8H#o*)fUHzP?Gpesy{2T@^*GMcJ+SnZUi>g*n~%
z+1<HW-8q>(S($sXGCPt}Y9k`E-93YhIYB07**^YF$r*i>b-fjJ6^R)+kqP<nX}JmM
zuecY2y>m-bqYFb&!Sjzg2O;-@(HT^WnwcM7n0c@|{q?iSbH7d>1@7ILKD#h@eB#Na
z;i>ON=7;89Dtm=j3M48E+&lhYe(2+sk#}BXu1$ku!}*2L&!<PBE*r?+9?ZRb^;Nug
zZsHD*h7fuoZU(7mPy%3RcKN4?wL2iu0~QuUl0n=GsYRO+<<<Oe1R@Y#3PviCL^grJ
z6s!-x1mWi2^+!U!LTH&@oEux7g-Gw0fVcp<uweq|Jp}-aK=1em5C=w_&0Z=xg!}uK
z+$$v8+PdZ2x1Z0?LtFmtyOE}5p@!jpMAU=CB#7>=J$UeZZVtG2?)nXA)922Q_4Evu
zmO;18-20%ceDsSi0Ais=8WeeetNF&W^@ZiR>A6X;8-?-NNf@7<n-!uj#JB*}gi%Ux
z!2tRNx&uChS0O?Q%Y{SyaP5Wz4in5kCn52|OVB~c&#)fh1hN33vl*D1!3;cwt3T9$
zfLAv$0CL@jF#ht-^>B3-jPLhBPz&MS{>GKZ$G}qxwhGq&N9um{iTsx{f{z%nTmTXU
zFJ9Qxe}{YFxWQW>M82^8d~WSINFCrNLBRA+h1(AuHcvvNfk!wv@J8X$5FStAt%R_{
z=B-6K3&#$o9xM-EUwhmKQ9Bs0Mh2z@wTaj7maN^YS?g~E`dxd_vHEcT(vx$u!(T#p
zaAIN<TzP*Q15GbzeJ5{?5C1SZI50CbHa|8oKRq<NaCdU$^Wmr0A3q1>D&%cleDKQ$
zf?8ehF0eHdZU%@S?u{?q8d-;GZvSiQ3)1L^Q_G<1hR<$oV`c8?%<#(Kow=94buYbq
z!PacEm!nYq3#E-=AZ+2Ky#{>E5q<9(SOvbQdjjY1t2;`;!5<g=rVY%Dd^b1v{^G-9
zEB8Cr`$2hIj)ZxKI}nw^BytZ3Ukdm-Y&>jPA81<bZ(6z640yaSaBShx#f8DEOCukw
zjDNH?esgW~JxGd#^~~Qt2yLN%-{PHSut|XiU#^wAjjQ(rO?WO1H2)Lai;>e*lE8><
zmD#>U4BC#Z!U|x!MMT7QitO4cA}YF5L`+0PUP_9frp6$W&FBo!>{`-|c)CUwWJ7bJ
zAy>zcN98yhLt2-Ir<IS3g{LLd88ddYwd6ayM0xmSxCa$D`sF(CvmE(Z_TFh$t_jvI
zaSk4dj_&a`j*&na21ZUymb1Nmu&YaiqkWK<dsISfVQ65g0gb1oLdBx#x<pfJu9t(A
zAD0DIX_jQXi6(}jrc6_mB}#~4#l^6)GGKOVK%-hxN#@E5Bykb6$eRkHZ^}vTP?q0?
zQ4!Zr+J%;ULsn{ww8~CpoTNHgL5r?J)KeiEqA47l9v5$5iUVB*1fbdWFsQ9grpu~n
zZkHm9E7<AK`9`L`EYm=aMFh_-$0wjCyYOIfRcmrqMOa)uKQ!6N3jriEn-nLnlAx%L
z)VyOAjn}$*uXi0dS>4={l$GS*8O3wV_6#f!j;)PMu8&Twi%N!8AC+1e6qoJnSLqjh
zro8!VO<Qera=f#Lr!mLFgcI%Qkr5u67av`dld->{y05vmy*RHaE3G9XwI?U*NLg8L
zUVddrc(%J&hKonOUr<YGW^Z}*vF0{Nn~DzzcD1&(;g|(DyEWt&Uwpgo)}<>qPoC>8
ztIi0H@Z?(B8?n83Hu1iJ4S7Ws8QES|wk8xBi%d1p(k7wROzC=wA)&?T8JThM!Cqdb
z1_pWrZK!DiGiD4!CY1`uT2n=tsG&wDXc|$$&x=6CW1tyP3C4Ov7ERlLgrjPzQm`s?
zEsU`)!Is1Dur~E|u=KVuw`Usgbjjvq9Sfqi6^Up~)UnjkvcTfZRMkwBP{wjfY*{5!
zd6X?0=S`#q&=~<VeP1%wU5j9^rp{GVG?AAxRZ?^zk)SGcx`&51lW9jGJJRWX7Ur2j
zfjQw}5w0!)cD5ld&Z)sc4f%N&4)#9!_V&jY&imWjk(8Ba7&HTmWoc<~h(sQV<YUCl
zc5!VC4DODII*^olGOuV~a(Wg-Xw9q>Y+d8*+=96Fb`&F`w5pB_+KR@G_6TaqtJ+uH
z-jr8a5S<#~>=R(+81CSf7aY-BT6wj5@27o-uXlEJr>3RY+Hz4S7786`>yQ{65f>bh
z77<&Vl2MeHlIRx@>gWg?9ByY_5E4)s9a<RVQxd{&Ob9Ot_V#1Z-09jewr2T3UX5w7
z^=WY#LEee}9@#OW<=LsN)nz>`_1&!vy?Z;)o;-T#^vTl)5B9dS)`16aMpj30@!s<C
zJpx~d)Ae=Nx;nn-J8*MP_tC<<_SopUkib$OuN+sWY**((zISz0WOr^(Uv<s#*0z&9
zdyenjfBeAV)5lNu?(Zuutx8JINl48sC@J3Gy9W{*&!6n=ZLQ9W3MdTYpQtRjTwifC
zBk@pt<jIuyvze(E^0F@!<e$zj=*!LT$jENW%xf;JIN0&_&Fi0hb?c{_AKgBC?nY~C
zZ(eRybYxn5WLiaDb$wBNNoqk(Y;t;JRAzK|A$XvrCRC&*)Mci06z296=Xd00b!2Du
z<YxC4796XnI8svDm6lN!92RS1AIY=H^7gAwN`vTnUu|<yOmeJuV3>zrw13!U?wwhj
z9G)Ni^Sm~pecAL+_h;`7PT!dVQ`WJMo=w4U|4E44u1}wt7(P8Td~J9dO!r4YC;Tcl
z0;nl)8=IaP?_V6ezBYXNmznc`%22WmD!9#!e=k(<&W!!`s*ro()y3(1ub>xJDD?lI
zm|uj_S4i~=1l$mW0~Glqb->j}Kq)UroDtCih%OdZL6`>vl%NM#1Kfh4|KGyJFZzQJ
z0!eV2U4jVD?10d94I~W+^n$zrg4+{^K=1&v2Y_CXK)eRMu$_O!y+UR0XlK{zPe1>%
zvH}g_x>LuF3z>ExCiYQI?!<wE>yMwTKYl#k+bfj#{*}I0$i1-dLb64$c71JrVGf{o
zcxGs5W)RebFz!8r=sFN1GJrJb1NbXY|009+5V2faUx9|GBM@6JL~;PsC+NHi-4K+9
zOS_=bnNW}bFF^+YznS@&@%izQg%M~l15aT&^n^*sjc_o9-lTJbH{rSrAt{J!{U4~)
zC*WR$^af8nUmk?b5MnBH-wcia{yfkr>>zA9fHx!=0oD9F+zbB>*dEFkuWdYAdHQ^6
zadiq}zKDhatcnq#2&@xME!b0-HlJhgMj`sbu@W9b==^);`EA>wGn`(tV?QlDJhnd2
z3WNjl21MyG()09Q$@-63Yd_|#-!0vE*a#*MPaia`LT>(pqqC3S2lR#emf^|Sfr<Is
zqY(9-|9o`nn+ec7JbE(sWPE;VY;NJ<G?<>P0s4Z17tj}Kb$vRt4rOY=%U8Gsh{MC=
z43s$rXEVU#|8VrZ{`eV;6A9eESD+r?>Qg9xIE7@ly-M9h(D!>``)%PAvJgT6Pv#yA
zhPsenHi5_i@$Ur*{i{0HaGt=aC_M5A^p4)09sC%iyvzOVYXjib&<e@~M9BcDYC`B8
z-TVAe!^S`jq&luX*t_)b#QftcklQ;m^6m7<kDvsGRNuMDhmbh1wm7o3I1IIN=Ei@X
z9{B-j!{5yee+?rk(BQrjzGCxFZou0Y9$#8~bawI4>3@QIu}a!1(i&o0rMGPn*}7#X
zw71?A+5VR3_U$5XZQr?V+gsbWZ4-IxEm`s1T4*$bNHW)B*f3budPZPKYe`{P5Fx9`
zz=C4z$g*+gx_Vf8x|q9Lvg~=r4)#`j7uP5+|4fhI0!RN`TkmvBw<HVaI18s3E9V$H
zw|HCUXmcwF-gvXv?mSChUw&dxV4A0UG~X*WHWI{}@l+xQr9jkBrP0Y;fL;%$a66u_
ziJ>D|%LK1xNWd~d7OIXhK%r=gN@SFZE?$$Vi8WM|)0Ps$i0@Pp->xLJ6Sx<Rmcpuv
ztI2GYlYK)5Euu`2*3efWvNh=Dc!mwp*oDq@rJFgBSk4q<z9G+tVd1D_$VKbuOR8{H
z@v)YU`LGWz9x3+Di8c;-p8P%O*?svXZ3(H>AyLJ?!I{opG3K`MmJWs9fz7cghYHG1
zmen09s5qEccBr7TJuxfY(JRTuwK6EWCnfh-am|s!>h^@prs$Neq@1>x^iuE8hLHFR
zl`Zc!cJ9e4C<qJ<H0Sx5n`Z<C6eq+K#z$49C-qbmAE>L?TV4clu#T+sp6txSCB?nD
zxiw+oMLxcTK7Mu4amT=vthN16O>K2*TCk&&y@`pVsadeIYiVN2p}MAzj-9^IceE|H
zC^IlL+`%Qp&MArSpC1`plb&4=lfbvKwKHP7ae0m=W+oI}c+5*kYAvs9Dy_(lPjoP|
zFd|Wnb@fc>`cSpRK!>EIidI)t!l|feW6%)zrD@?Pn!vy~Hl1Q=%&_O0*mK!D7Fa!#
z8AQAx5pSkPu{UA**joD8S-Y8WoLEc;Lxv-R;bLgyV!&{u((Q><du@t?7TEz$vd8Jz
zsS{lAWPiF*sG&(H!#IS&gyut`*{Er7l~ERGjE62Q&DAa4!_%9|f*N`DG+F@9vN$HD
zJTWoW(=))%F3{dS(a*m=H}~@4!&CSAzq)$W)7%2ROH5N*hNP%WN2?j(@LX+@mmw?7
z$+gBmxHT-gJ1+U{)a>S{gcN(%C=2^kSAL>1-_O*Rr=w4hR3R&9xSQH#hQzlO*0dH>
zrv*lb*tz>z*!h}S2U^%<@dJ-kRKK@p-}~J?=c;SkVq?>6Y#cOkR$7DzC)d>QnAFJl
z%$UUdgcQi^iuLi0aB+=xamfz!Z_ml-%*`kY@yqdbD~|}s^>g=Q>-#WiDQ<Qp5dpQy
z(dF^s2|g|{KCU^j;dMnh`#YMC9oT#1z}|DGkA3mU&D)=U_TjsiPwhY0Qd&`)liyiZ
zv8SS{ySQXuN!jt*y33tiUmQ8|NpJ6ova&sCshx?5brBJHo}QVmZUw%6HL>ygip!2S
zx1H(UcXCf}U+2C<`wpEu{mzlYr^_lDBjeItyaIy5BHG$o&YnJU@zkNd_WFY8kit;E
z!=-r_s>_aKrW{L6yj+-jt+eEwqQWz|d51Hy4`k;bDy`mMQQulz-Cfsl?%1VwFWo$I
z=Ei{oXB+DGmX<V^6x5gI)mG%ymStAt#ph&2gGX9?R!mfOY(#!s6!>gZrY6;-C08cJ
z7lwxxg@shdK~OsVU~x%baY<)dMs;LNF5f@Hlb`D!ToIGlRZ!NFTbvOb72@pWY3=0i
z>hp?w!7*uSaeQ$8F%+-g{IkD#UKstjKXH3v=;qS!WvD3(&<p6hI(2Gz^!%f-4@YP3
zO)rkaP`i+Oksz&r8XzD$J9cMf=$(xb#K8<4&z_AQTpd0;JN~oqN-;Bb55{?)4xjjC
z23`ey?}7Evb4xS*h;nsPItfCR3yY7Zm!ZK7yaenDL0h=uZ005*ZwNI2FB4LbR5c{a
z9%?Uu0TD9n5493r=U#|+3W#?WNksZ%q!(~qP@e)4+#t>EkC9&CUjG&M4kRQFf(gUX
zV=F)Y_-twl+FF1A+?A^k<9(Q#4h9YYy721L!J+lR!O6o%2BA1bc?Ad|Km&}Vzy03%
z0rBs>bqnwe<Ocv?us;A`z;Y1j6>{&$^a$jvA>O>xP%CT>aP$TG3PlOep*-^{l&_kF
z@^`Cq%j=5*Z7^^!;P?s@JbMw>6-0@F@sN8A0SXH5GQj8w)Q{l)1eLA8<R21(;9tNt
zAlwTh2ZAwQ!PWmBT#+Fd^-|X=<lYXr)~^qqc((im-U6$I&+9i>{KFi)3X{OH0zPMC
zf^B#;!P{Z;;Qzt~!*PIlSOR_iu$td3KvpOKW_Tl@@6^)z#KP+0GDNnKif=H%df<4%
zqi_bO2L2<w3)TXUFb_+h8~n$=i~1r?txu4M_x=CN-Ft_%ai(p&-<Rgz3z*(jP;aQC
z-h~PvApxTI-g^fdSFmxzHL)GXPU7^kn`}1O^j@6e0@%j%-b}NdJ?9zZu*6RGeE;kp
zXLZemM?%burB|BY-0%I|&#}4dyYAmU0_AM>PR(;ys%L&En7v#ucclU;T<SUu&WE}7
zy)c&zumm-pLtqLW?CBXCx!MnWd*}0>@y~k)zUjaD%g~MPF|hj%42+F-3?XtZpf9BL
zLP{+-A3nQ10~KuxM&AdA+Bq=#T@P4-5mUrVZSb_auXfD6)-m&1$MoXzYRBwL?f3q>
zlON#4`LS;rN&|++V44H2(O|@ncZ_#j9{yLSp6>_0|6%Y4=u-@#zCR8A1PiRd-Cv-S
z#Yh`Wb-_&5!feqb<a@*9!aslg_5b-N{P@*=xd)>H8X*q$wj(m{Es%LHOkZn;-h6j&
z>_xH~pqO#+93t~VK10v3dz}Zt^8l8HsrEAyH(!GkUkEpYh_j``6gCK-JGkV8?ZZ#_
zh}lQr(&yN(E{A%q4)^>B%sjF{!v6{GMY|K+xB9Mma?|6B-23>7WlyeLwhYjB`IApP
z@zmpwuXy6|&1+Vp-QActoP@?u1+Y~#mVy!>BQl^|OMs#X{TV8TNXJv@1wm@QM#zu|
z0%Qtth)Nv|a4R)tiVazOO$uFPqwp;>zJ<=WF!*5<rU8SOVPKPVjYMLxgk@MQ8FGn5
zCNhN@5>zs)pC@B0q>wrI`}=Xk{NNyk4Y-%j()s&wQC=(xLBa~q@Og#+rrHn1c5@@U
zxshCeP`049Z18s2;Jp=Cccrt#Dp!w<-kux1omV)!EO+!;?Sk9n9pHi!`O>unURZ!U
zPN+{18Eh=MjVVjyYha0CO06Wm5lu_vNDrswK3iIOFeR-z)SSW>!crX?wj&~{!e}bd
z1(zF4W%|%UjiJJ5-WQj0JiG90N!5wm;vJE3b(ZJ@$ytq&iHRIZG@W0l4%rozd_1T0
zP+ESm)|{&_Hdx~uBN9u4!Wzsm&z96)YS?|Mq@pr1N>3&$aQ;bJbwQLhKgv>>9NS!y
zcdWMjcy0O7vci3tsk@UCno^VZB`58Sjoq7&*qWR7e8ct+PM!kJ*_)l6W;7bPykLO<
zz^^hTwI(_3U{To{hmXJ2dh%Fh?aquG=(4dLA_XdH4p-FFr)TGeN5!ahQA%y9$r`5*
zQ3i1If#Tw%^ycdNBaM3?dds5G^T`Yv3P<!tlYFswZ)nlx>Eq<)>+I&|>V|Q5_xJQ5
z`gk$?F`@vvUM7h(hbBc@V@x4NnS@Qi;XU1P?yd|pO3UL~l}ejN6Rpukt28l6O`J*_
zBU4&=!Z0S^62K3K1%?Hgr9%<*C}J3aVWV+k0(dEWNxm{DU91T9C&@j0<X(PeYCvH~
zSdrOk<?s~#co7P1;_(|YGWQe|riPkKLa~m+v&s|&F>z1tX=?lI%lBWnq+zl*|IcHN
zk3Z$HY8~Fug^$69@`TB1eNl*|$`nx<Vl6d>!6i((TnDz^NUjtdEE$GyuyBj8bcpa}
z`4D5Y=CY)m#yse=o1tTgBsi*xCyrBSQ#FQ4Tg>T-DtH%87Z)GT$vKgobtoyJ#uQo*
z98wSwU6hmoJ=dzhn~<2A9uWm?8#1lo^%)th)s>eHG@XNfWwDV3W<x_#^!B9aB8#!a
z8oV<tzA+=QB-)Z58Wf|IWki_v*Hv6R)%w;;7vFs8;@MNjE}lR0`6nO#^zAoae)!Q_
zFTB*c8`2(Xk8a;}w0_6lqSD>D1^Ww%PuJAFaq#e42alYut$(_#@_bF*snYUYi79o_
z@jH_<S_;d~H14~2p!LF`lV=Z}Y;9^iaro&MF23>fGcT4_>@-EBFt~D+Hn_Q|`PEC$
zzw+FfGcEge<fJ#G#GfcFe72(W>D;Uf`8n^@)xKR*`%Grmk%Z(!NomLPOJCgGa-r$y
z{>q(=r91Z4AK1GSQr3>`YHV%Xexzydsi#j|I(_8g?&<@T*|kN<MY-{r*|ABv3Gv0L
zNmbbyJBthIbF*?H!(&uRBbyb%W+kcB#n$j0$tio%G8*C&8xoTDW##V6%BxRG1C2c|
zJUZPJkr-^T1%-sjwPtO|BKLww+c(|=aSagKu#|NlS_kyK+V@%i&DW<oU%WT;GSawV
z==`1j3!S}hcJzPRH`;+jJuKl~z(|0gArPqgF3)zqj5K8fdK`IauKWDd?bnBUuh_rC
zf6u*_?)9FX>wWdk$n}Sy7r+uUIIuXv0xNKL0ez9WIfQ%{=n27+-_@qs`%^&uHPF!v
z(p?l$I$?T$AqH)U-V0j*@pu9XSm5ji(EGsCyHx2thcsmycpn1IAlB?rrT5=+?~Q_@
zzEh{cx-j|0mv(>e<X2yffA9eyE|je;<=*=MVD0VTf`BK02N=rV9!-8&sB8Ng*bFch
z=*zCM0?Q$F=!1Pgygdjt^&qLFgS~*ha1Mp@CY(kA<UsG5njRmX8n`unvwf`X=GcwC
z$)3rX@tHZ8zJ*kX2|!;s&%!qCYA3vf@aM2`xY=K2z-h?&2jaC`B4IDEaX1V(7`xmG
zPaEvN4d-Hzp%%Ee0nYWm>AeW|LI;PLv35JFFFlVxv<{nrox%YuL{`8~5DgY~0XH~2
z`16@*cux^X2MUF|@Px&Kd}vb--Gwc~W)ZHPogbdQH!wMe*qwi)X!yUt4I$tKxP_m8
zh`#XG@H7}ti@RRB7l2+sk@1^vOkdj%%HBe6Vu<ZMe(%-+uyM}(STS?CX#PqSbZvuL
zeoz9z_PL0@08W6u5b^+Gdgsu@m4V6c`o;i#zwGM*^ac5`f4mQRx&it^v@bXrfLZ~4
zp{vDrU6YXT0O$)J2juO7Ae6B?SBK``>%8|`$Nby3rrzxwdGB`r-@AGjmv=gcUcWK>
z-<|vb;cu7wW^NBp!V3ZpC-^Funw#vN>b^F14ba#AEeFtx7<vb<w-2_%*oFmG;4WBv
zJ4V{O$2x&~!6F6U9uOgph`qmYFAP5z3CK4c<kEEh1Khk**ACBKhitL^P{oO4ECBQl
zoJF9w=lK0jXxP^{dwtJT`_nKspfNFg4T8}NfnI2$xa4LZqA<=E2ID-8z&{$>h?@wm
zG2!C|;|=`bP%H7D;9k5h)!P}ne)-lX|7YbB|FayHWlyYJv24}K6{}V(U$Ja~eOEz;
z;B{;KJ>1xMoQ%!@gizC&Dr$g&#E{`>A`DrKW2hNIJx^&6YPEqHF;gO9%T=;arOGCh
zM{(qF9AzS19EGOqy$DJlqSBY3@WshI{RB>K0q&kG5?LV-gzB`hDn%rfB&86<a*-K8
z7v&wWZ8K)uX0(Shnd~p*&^3W9eE>!2>k;4$t_FgH!wwP%gW235ERN^tP4n<1ySm~X
z9Z-&&eVw<WTsHe|Tkqkr-qY6sg?2>yZSwYA@8P%B4Y$EFU>io{P0<s0HkLA77Mi0p
zrwMiGLS3QKT&xPql^D~wsu(iAK&pGLsN(G%JD)8m+#6}j3KXQU*kx)>mEKUKP!-CR
z<yw7}J{Xp|kg&bB*n^3w$I^55$0Zl5^|?}Yl_9J^t_wwx4BogDj<`Y>))bT47#^R-
zlP7bewV}2~Yg~ysxW;HbnO%6kyyj$4NrlBK@$uriI>*VyrP1MasqsyPS*IH+pWR(|
zW_#7)qMVv2YoS4#uT>T4gK8{c2U3zRR8_sx((=W*vu_=2sf~?|mxCQdkf;mVo}IP7
zsJJdMd2f35r9I8B?LT~~qUJzuVRLr=!NSsK>Ka=sYARwAvqHi$g2S@S;f1!iv=FO~
z9jN07)54-E)AJgOD$3Gw%<>>Eo`!Mu^4{u-cJao#`(oUEQEuM8(4k|StEa;@Undum
zk1v}*lrUMr3T1L+WOjT)sx8W*4dRl>{%-ERTOA4Rp7H>eMXrj|2PcP^lZ>WheQ1h4
zG+wE*aK$FT-GIRG0HKX3vQW7}ek6?#J`_ifpm1WDf^?y>L}$)Z8LSkh7KIPO5W)kv
z`9^cD(PRqXi2X1uR}W~!Rvwqwkdd9F4-VlAwM<ShUkJU=b`_L>!Q=Tut#GBb?TO`%
zk1zLJwVvYQrJ}J@4Pm8`@g<h%ydYDeKw+Wt41@qRma4!|^;BNGA~;SJstXW_{25#n
zbYu}_g(p;|<Q2!I$Ebr@UKpyAr=G@+m#cFOp|#PmM{@IyW@k58t&QQ<XL7S&t}K74
zy6R+US#3&sVPblDPEkd6VL?)Qc65A3L{v#a(t+~w^LzKaaqQ@Gdv;dEMHPpe_UC6F
zEi2fUlLjkiwpX`Sl@vu;;)3LnDsfJ<^;Gljw_kkj-Pd1w<>IpkoA(?)dgzl6KltT`
z@4x=|(>Gsu`M~zw+lwlis~Vas>bB<;R;OfDC#CPo%sW|C|4hyH!v&>B@=MNCH=M4h
z-J71<n4Gmguk={uj&r*YKHGfk)Se?pb{#&@c<4~`sWZ>KeDKh-X_=K$b%dWko5xq|
zXxMq-?AbF%4<Bl%t4c|#h>6;lp4ys|eKI@ix%~XsE2}OR6z#S|RKTU5-n1h+`9%5l
z6Se!c=TsFW<R{xQ<80Z<3B@^?HRZ*-_w71$@$B2roqlacMRQ?tSx#(TYD7|OXn3O4
zT9}elSCF^2qP!+MD_W~j(dmI`v=oOA7Yft$hGJ_(RdifUO#H62tdmuBr)wMb<rS4g
zCqyfQg834oK&BJOReY&l9%ScUD0l*11#9j?tKxshy>NoK+V|1mtrw;{&p|ocf@9(A
zWbbn~`rc_9{HA}b)1I_%CqT$U0F%QAbhq!nG1mLleBUKR@ql>V;a6t6o}cXe3*fH(
zYyNlK3#n-R=jZ!gnHm1}&RFL{)!2jh1=uVoyuG87u)xZ{_Og%|0cUww5SbV3sR$q=
z)(E?sccGO4O!OlSWEXG-DqJ4+_rl+T6M1s%5v6w=!TSeFZ|_^suMJuiFNnSW$~Ced
ziT&rF>Am)fwyCebnfUnQ@%KM~W#Z#croR1l<n6aX>1|6*zfoM$d*tZk7hlYFbWH#J
zGc2<=Zom@|?YF)G<l?3N-kaNZjDG*UUBZQ*z<Y3(Ts&vmQ<xU%7f2X94{-Sb_zGvw
zv5C=vaYWnyW%w5`G{Q9QjZrW^_K!}F3{4LrC4<PTI}YdZKRVAMJF)k?fYz?i)D_Sd
zvQHta&hGNH6CgsULp?AvJJI<UFfKx-=tJCl=f?S|p{w>&x&5&1h&#NX=EAPw2HOA-
zeSo-=h{Xan4uD}dUBFK}l!CnhOb+n)|3&Fte2HKM(bHg~)3YNp_Xnru2Zj;P3_Jjv
zwQmz%SlEl5I$-;7wD5$*qqV=7@Z>+C?*5@(kh}j1cr(}5^q@yu-)X>}xsIlZwgaPA
zo5rr}n7Y<Df9n9?5K`p?;byn?FQPA~z7TZ+j*{U~aMe#<8=U;A7tj|zX19MCy45|_
zGdM9gI6ek7p8vQ#55;TXWO%*(-iNnlp`jZXefz;%G&Ir=6<HJ0H%I3`>Aw5!t?3WC
z20!k({b_H<XMNWfmydcn0fyhaG4o3M{H3=4&LTLtGyq%3jlqeY;lbhYLAc7BoEsmS
z8N9uuhXts+K)DcT2ICnn<&a>9!7iBBxH)w5*6>Ye>jN`cFkxhe-uw5El<Wn$7oyB&
zry*lz;2IPufXoYSUL>)hV;4j&An9ZX@ty^H16=q(*NK^qeUsOBkF^~gz4;bg76Gg-
z9g|Df?Vku3b@mYmBNILpOF!mIpS*PaKf%2eEDP;H*u2JR`D1II{NI&NJqFObdezFc
zYgVsay?PDc@9GuH)~#6Pv~eB5+mlDc%NcYnlci-aHM9UVg`p(UWjLyW#58cFCb2e5
zVGNNO)B?3y6cij3q0_|#O05iGI71vo<e1zrk}V!=NCn&K7U1AQcW|O^btJjFGsq+v
zo2lglXh=AL(-w?}6G6ZZk_$s=1d*>hb=yYN<~3eh*ZI0S;4t1SSe&=woVMan-b@^p
zhsAJEXr>>Efkp=q30!{+)6E%B+1u3tvSv}<+fZm{EYX8N^(4_e2xKQTdYvm~jWcDl
zC(i||@}pTOf)rs;jyxn=VklObc9`RLSrTjXk@-Sh44#$A5uZrOc)7gdLP7q~gt$tz
zszfH;X$swK39HcsRjAcf+MsHkzD8%L(&|d&s&aKuqd9!L$yzMeWb(zSEJ3(GMYLg?
zc%xG!o}MdGRqHL4I&(TtmLt;ai%LEamsSxJTCF!7P0f6!p!isBUP-VKl57LEZc0(f
znsU=G?%n?G>7$=sJoArpCthl5Y{^Z_QcEpVf&uGiB@=R$vVC!}FVs~1t>wT!j<vqD
ztFb;ND%Yql4!6{&BpoR)Jz8429k@3&<Hg3^ukPJ{vZP{vX3pNU%-yM(yVJ7j6H*Gy
z;kluf@~HUon8Z9wRJ_^{6u?tb*`WeOq{<j)2(u~;5*nB2fp%K6W$Vg~5cP(2N8`Nx
zv7Q(oXD_$S&W>w0xo>iy_+j`^@W^0mg%X<~G~OH@9byias~`Y{KzhIZgXHChb@m{8
zq2vsXNveto3P~`Sp>cDp+8CqITlg{+o+0riDo|uCmTn|4by%9j4I_0!8!)tRDld*L
zNfoMc6ozz(CY;6#Au!Aowv8i7Q|c0=YAu1rarGu{a^QLS#jADMVG+>^O_)$>7Dz23
zd6Xh3KQgYhwsB8kxsDl#cW^~-a3ngqi*YoYTvwf(vpc(_EHWuUs#BsV^sOHFwcGIP
zof*!4A~a3Ul<L`X5uPm~uytHHq%@bO=9j1B#%N7)3Ww<ELEPdZ!xAI;qC8`0T~y4T
zgv5HQH7$@|Ad^0mo%vzYo*&Ph{ouq&sCUbXN=&gOX2qpeW*64wmsV%xH-H{nUU_o+
zj*HFBryJ^FPQNxW?&98^uN`SQT~~ExN8R7foO<opVQ5&EYBI#=RC#exrw{CV?ZUYi
z&pp%H(p;RMTVGT4-n;Mo`0aNezxTm~)8{JlO0(lqE3yjea!aZ+^UISm3vCI-w)on_
zjJkyM((u@d$oM_!dHb>o>k~6~q~sndsXJNU^z^R7$9EjuTfS>Y*{<ES2by*tKiC3B
z+JhlssZ^H6-3QFvQs`scvbT9>RaI$PY9jdW)vDsKuw4lWCvtMm<rh4YmD6O4$r4DS
z$N>>#RxD4R9~xb3OV0{VjnLWz3<Z>?N=4>SV^UIFab;=Ku|v<d?mu6e(~xS*O|qs(
z8X|*4%21U$Hz^T<i1$@hS7v60iX|c<Nk$?Y+1x};P>#ux9~NG2i)~EJJX}(7e%HPW
zdzxFT>#I{TBNbXGG+?3$G!&jiq{{^|JNJ%F4h>H9LZ4ztDqHN}`H<4Pc=uZWha<Ny
z%y&Nnc7+AU!kMwI3vGSxUmN~uV7zBBwih7K-p_Vquxq5}@<h)+<_D0*#Nd*>Kl18K
z_a$i12Bu&8*Y#5FMQX=}F5Vk>VXp6unSoEh*tXPB@JHN>xG6wbh9b3v5C$lshfG@}
z;R^&y&~*`G!(D)r1>%Js$1{*}@LQ*2#3S(l7l(%ifCoWjo>}Omyy)pgpm*Tx-M)*^
zo*1C_&O%eRKNEZ5fBk3N+gVpX@!99I?Hv;zel+^#Td)8C&)vQ~_3d|EyLN-W7eU|B
zGC*IDg}e4O^&V{<``deypM5_1&O7i3$i+*!w{u71<WE1t3GpEwTRi;%`Xb9<f8S7F
z&qxm}2>LF_r+vc^8`lBQ3-2{lEdD(7)3uSSfWEiJZi0QZYXth^fmDb{yKr0F;L?>v
z?uEHv$UX%&0E;hhuiaq_tccvEMy7__r@G&px!(LJ_fB;@JJ$a*pyT2$V2=R0kWUBa
zclb{MbHZda{09*+7jE+poW>xo0&3d#U}sL)Df}Mc?U7Nq^jUhG|9&0zh)BFs)1dc0
z;NBq+{9$Tf20$9N3CL|%fMG{)BoAF*z>x!o*f|+F!1?(ls_#NgU-vgtZKpxmyL+o;
z0sEf;z6Grhu&3wdxtpDrZr?c9-+uJY^<DQM=V1|jm#DsDx855aXoryv7jnI$;B24#
zu6OeD?uoB^M><COK=K`#7=gKakbK`;$ZdFlzMXSz1Cu?&<F|$&`fvK`@ciY$dtdd=
zf6+7cW#5gj27dl};K!xQm;F~h?Y;RycmG>ACtvCK??hh+JqAz6m4Wda!#!Q&o&9%u
zM`i~R^qu~f%NGVST*@I+Bm;;+$iBcj;uk`6_n|w}lMA(M_kV?U74tA85R32qd+-GV
zmyB1YZoLYI7R1fl(Tuoxdru%i%@3gW)WY@7p2_QtLv2l6H_t*fL|@Mj2=xA5<9%qv
z!We@O1&sEEIja9tRtaq3Kf%3pU_~Fw*7dF{pIpD}vDHsKzG}s?HLF*yUAt!8y0vT9
zu3oin)yj>lR=957K=SbnBoY*Kx;B8Rr3YxK3=NsCCejp;M@D0tfRvQRs33Dh5CD%p
zSQ%^$jW&fQ$kjHkG$KG0K?u;h`0_V7Q#WoSZ*nAVaU^VWBDuLyF@Br?s+>iW6Hsg~
zXFQk_ytesEIocqpnNOD!{aBuk{##bNuX=3j>L(nbF|qSz^u|>l8&`X{Y{j}e;hY^%
zu1;tlPXY<Y3S`SUbdir6)@8G&x09d0C!UU`F|iDWABE*d4#a{Lna1@d@I7%7Uy{b3
zVWM#3c=9||Xt^=G(ipKTBH?6a(V5(`qlwwugKZfsQGrl)IxYRJnySAxR9`A7Xo(8n
z8DiLHHSG*FmdYjh!oXsw7+`ouNJyPtpUvav1PU60LwAK)tF-zoz9<|+P;YY&T)RcS
z)g_t~kRy;6%XLNapiI6jSFCObjcg3Fm8x{*YTcfQsQvK?dt+ns)k>+m3n<zZ;ihx-
zm482V<m(ro{qE)GK015+;*RRQsc~6qr~@Ph`}<l*{#jDt_VBQiFymZVcA>iB>5{^x
z)TE~Ll&7o8&+n)|Q&-bkRMeP|urDR;#qEtR@7&XxU$`?NsX8L6I5aFf$e5wgX9Wcp
zn5@;YN##)qDcWFgtLmA78ahwQgkU<MiYX9NI7~Dd?c}{>`G$?lHh4OCU_7w?-Z+#8
z#?8UQah>C)73*C$IM7i90hI-dl*!kL6u~l$UaVAd#eozS6HB4{5!hIYi~$K_@=&qH
zEYU(Ek5IlMgd@|Cxg2*a-NB2s%{R~$BlRLkJaAkGFQKzvFrFFBlqB+1NrCD(jy#Gf
z4yOf%(*vW}lGs2+yjUH<5i2kxrn4u0{Z{%mcO9K=5lD^fzz~iwQi?ciBBh!{ovAz_
zy&y6{#}ov(qac!wyv<8SWX7pOw`Ugb$*st@Bv^P#mKzqm#>r=;BU~0yU9cQqYM?)h
zhh@^dNIV?dq6p26&D>ei(2!RdZ;VjV`7}2_!WLJitG5bIPLwK3OqK>)bhX)>78qC{
zmz~ba`1_un-#&f%z19;=1!bw>@gd5PNJDsCVb#Hgea%%n_LkM|Ev{^-sCjzlo@2H3
zHOVQB85x%j9C+vS>6Z?+ym74ctJhw8@BFj73-i;=rbvxC*<#sKU48Q4!Q%%H?y7G{
zg<7!uf>$oR{L%X#zViG_`x~1QBjPMUp=q|nqU5Zy)ZC)@^t8~(#2{0O&YY+Ywuw~H
zVoioFEGsx71w1z9*xk96t#!?(b{#!b-%^=fou67(l3Q0=w5zOiUvf&NP-4LlCEjQb
zgDH!RNzKj7O|nH>)EYUBt|U{UMB<`QQ*&zC(TvR9w&+4tP&kRM@<54PeBk26CekGv
zqmx1tj1m*tgX*-^A0jlkY`sC30BUhV&5`=5L&-6P7JY(AZBq+_Si}Hf04LrWUYwCx
zk)4}vi<UuqbSzHG;zr6<>7ik{mdLD7OHp{#j`Zw9rIn`}cAje3*-}<jk(_Q*>BZ1E
z-OUH<>cb*2^eVlbdm+gIkQJH~gY*X=w1~KmtbF_Z;MZ;a?~ivscdr-W-g_gLrn}A#
z+<yK_-$%gAgG+i7Biw6G?(M%Z+V$yF_uCL$h9sDcy)-}k@<h+8gWb@c^%scB1b65_
z-<9!&s<(SXmw+?DHVpde-TsRR`VM^oW?IBou#lYaDEGpS>_%Up-hOBlH!=Yv0D|z)
z_$1`mf)fwP9(W-0PD4=}EO4R%^o24vC}BhRZeRf5cXX(Ga_AZqtj+cOmfkS_3LGtT
zVZPh@>}>CA(?j3?d!-kS<PW(QT24S3L-+mzP|-Hu2Q~Izj=l3PEK^^7b$57prmY<i
z_eOpJ<T*f#3dGjCklt{kxODKsh4BwRoPgYhmtTPbx8HH^_WG&IU(8J-#te|u7wPfQ
z^CsY~oqIv`g;P14!~s)bKG&Yxe|hMKD?`5^@lC_mt`A@D80zR8?1XduL)&@iE)X@m
zYoLt%GI#|-pWsh`d%+b92nzTIl!(yj^w{)h$8^tovk!CcL8xn+Y(F>B`{UBXwrj0$
ziU+)0;7r7_i*UvL`(U925QS~Ruiyzl#Xy^Iv*R)B5pJ+<$5h}1<P}*$)DIo};$4^?
z08M#pa%v1B9q!!i9Uku=8UgM`xc4ryJJ=M$#tY^LJK4fcmuhZyRtMaL1Ar&MVLw3M
z!5&2H?fl#H_5F9-pjX8adrT`>eCMt;j$J#@+4c7I-cPRg{OxAv3qz1kb$!>}PGIAQ
zRbP0O#=1Tp8@vwF5O8S+1N+**9iZHAdhh%^IDBgaq|4F4v5B^!J74uYh<AVzHpni3
zIsLZ5JCJzxegE7y1NXlfxOaKr&X0rr-w$4S<U{@4w}U@?Gw}0geeK|Uc>C5E*nR)|
zRNpr`?tjuX_e0;<)uGM~@b*l0K$O|^{1oEy9czbA0XVqqS8(tdf#JP4NMHp<sa@NL
zK@9`)S0uX(-s?Ls!tc%u-JR;39sYi%=P$Dzt#j9R-|g6Y|8@&fyoR`W&jR|wCC}a4
zhh}axkGD4sw6%2IICG=>y_<cPd;1@_d0}_(sYK}dkzK>yVb?IQ7tt5S<kC;g(&JoQ
z|4(o)gT%-AQ5`qBuUfWo*%ND?dScb`r&h08v1aY+wZOgW)~w#Jde!DNtK2tlBzt=X
z5^zd7Er`L;QfX>3RYjzz2oxoOqGNEvrRq4HDJe8EJ~YA_6l&3#VUji~5{h`zG{MPy
zStOaM^Tq@^doY~bsLrkwH+QO^FOxzPaRZbhj+R4}pj-*ijM&e~KLE=KmYL1!a0ycx
z;Lj!b(7hZm>z;I2{y*ziKfYzn6I)mO?`9;cVY$=BRn8k%ZFAh<>f;J(FIy)wsDv7<
z2i9YYJKocuOJr*K3N25@#ZuXRL^+ui!jr^7oxaYLp)+OcO!<be3bSojY)VT?*5TCb
zbA{#a?m6(`{-b~0zW3Rjk{!X8-Db<H<)vR9YQA#j__wVGUM|UNjf>oE(w9mF@kFc*
z>zhm?l}JSgY~jrj)_g%=fl$~I9eq3{r76-@D3KXGyrr8Qbgo`DJS9)0C|4PZWZFEj
zGFu=|=Zcd9_$f?YcA%(0A}f+Bij;~1g*-zP7{#DuD<!8(^8b3c=^v+#{NwbIcaAhY
zzoYU%W@1BhSY2djm04e`Qx<Au#acy~PF-mXstVCphUj<4MxHA#e)rJ+A6~rh)pO@A
zZm(;}%xH{>X--MK)Uf@f?Tsyf7N)RNi7cGKGT=!jYCxJ&TVx6^wMJ(d%qEr~h{`te
zWfqYN^j-~9$j31lzC?;Q9_{SAZLOojT1OujKeQ*##|`7Q&1cJc=Zz~j0}Q)wbY^0y
zLMoSwXRvW}9+3$P3rFYR1B6tbG(e<aNfb<pj4qT=_(CE_fMW(?83GJL1bxuFi1-a|
zsFe=>tGAKYyE3<Wv$lHE*1HBeqr&N;REa)a797u08L$Cb6g7+*7|oR@h%^uZ2Tg=c
zj6fNh#BuedY;mPJxN$wv0$&{8$6rZgL@RX3dULcw9|Lc9aCn?LL`C7!T~R)(x1!c<
z<NJ~<LTzbmW<_Fdyw<8^NSK}^k~22Ii^4@S194mqmQD5~W1O(wTYPDL^l)u>d1m>M
zorha@9j?tOPYkxnDO`$^x8Lebgbk4RK}ZzK>msA}B_!?$58q>pJdvLEY+lZp{Jg_?
zg*!3}k}dH(szAY0HWb%C({lR6-lHuwyX$jGx95}`t=-vLv!gL9e^++?se0&narAFz
z&wuvPtKYr-&O7JMH|7^61c&N{VuM7M6k#jL&fi%J>TqppQfh8?{>kH~pF4Y@X=ihG
za<&5UP8fmKAXB<6sW2%!HzqY&V+sva8dzc#nJYw51inNmmM+H7IbH-cRgf2vy04`1
zBnZ3>hjSB)qf99grqnP~T4-pR0t`Nos*RTd%yM{Inam&;t9T3+*$?frX$yAqRxt(}
zB@k7FN7UP*a#fmW7EgyEK=*O-I!BHx+6Kj|;i*|sIiadZFK6QF74BO$`}_KGxg2A#
zF(oynIyI@%sErfzj1YAQ;UC`4zBq4;Ml6dkhKB2cwE_v%7sK$whKgj#Az@ioTec-K
z)o9K#g;yn{LQ>z3th~DP?6QQ^?1-3Hy-C9p6Ft!cAFNueOiN6+b1zcVHVztK8-!T?
z8}0?@{jvX3ury5eUA&JZ_r5eY{L*mO`CFZre(w9|$}p%Yy}#3Y7ZS{d`>s!PzB|(e
zF~4?<yf{7ZLQn5o?Y;lFGVtBi!K>|q9bNsu4Bh@{>h>ETtNwH7IRt%?hHftb219rP
zQb#s?+0LAQ$h|<DpzijLOaK*ts`Ewn9ArN9LB!_l+&x5x10Dh5odnD3g5d#Xu8~JT
z4Yuc)0rZZI^aJ!x_r3?v`!A&zD1GR;`vZXAuTLY&bH`HU*-p8S{(MyL1?UBo1&9UL
zE`aXz)vMrMfCcK>AhHb141>?V0481#gaLX1k3s%z&&<A2SOoD7WAD8;`SsV}h4@#}
z??TtMTXkjQpT9Ug^xZf_y8b!$BB#PZq*;{R^b1-ROxgnFg1y1srxoUQ!N+)O@Fo<g
z*`XJn1LxnxbLgL~z{wh(2?j`5U<EWupn~7g>BQij;VaYKe_iO;u+-;(<d}`Ooq<B0
zr5gvH1mJ{sYmsm53=DSxDd8ua{oy(G8^8eEV0}@Kh3CL+@y{Ou)TKLGTz|kb;AjS0
z^6b6Np{ZMg6XR2ewg&Pt91Lt9o?}N}$a#Q6vy(0C+P)F{ZvjOBci~s|1Az6hp<83O
z{{g{MNMqs~d+q&afqw7aH~^JvqwVK<yT7<GaOLX2w^w`L2lO52X#GRg7cLO)w4a)~
z{T6saCdY>Wefvizpm7`Im;w6!&^HAlFidYi$O*U|KI@(X;(hn#-M`<u3+rF@%tFlX
zr`>nI?Em%qp}A|L!`DYUFaJ?W;dg`I1Nwpj{6+tj4|{F_`u_K+zEIZp;qCcvddGem
zym@8h7g(Tm1vId@Ge32Eq7y>P0eyjcp<Ts8&<k(0{ptoTtl<5%Loa-Rz?aGNc+br6
zceA~3&)zr*Z}j|4B(&i^xOso`Hh{?iD%v1Zcl!Fyq4q;vH=n)H{Z>ccXSe&W0QC0%
zc6EtdiVod`52pR2_s{{r7=v*L;~B;_+~89H!w()@9LA5X{KvSLX6N3g9$)>$<0~P|
zVfnI^t5+gMhjpu0ZCt%-%bJz$n>UcXJOc6lN-9N5r)kJ!C4s2$$IG#Jxj#WmV}?tV
z@w(7tQ$&2I)uJ()G{%U~NLzT4Eh^J!O5q4ic(Tj~&2{%;0P#Wrng?`Y^JPH(tAMEx
zFl2Nr%YBoV^BNbFBZ`aTgelBcwN*?LGtdE4UpmSOyJ?xjn#VS7UFGb&-qUrHkJEb3
zjVrb}tZ_!UVo1J3k}rWrW}DT)2B{YBf%bFs;1cKtkup9cJW^xiq6u^lKX7=)tMxTW
zX?t@D8dIQ5Cb=FQgYn6SGjmSl7M#e=d#<GHy}iw!9y<DAQ_Gt*4Ns?KoXyO5e`mwx
z69+rapZMYU{#VO#jweJkTMd;;VG<b|iS~@e`xOW{N8@ZK5@V}W@=B%rSVH{M>1hXS
zwnDK)=j^K3;uuGw<q4%Fa!r9mnH<1NVsLYX@+`h2ia?De(Tb$<>Y$(sjk;7NFO*9P
z6_U~*<(}Ax7wanivVYg>dmCQdUU{}6|4>$9ZA5Tgc<_;|#ACTB`{E;O&H4hRBu5fh
zpb!@-CHV?*y(Q$iisBECw*2_~`Olv|@k~kK?%1e$t7Tt&+{LP@7whVdWMx&E&9Q8*
z(I2nF;LH?ynp~Z$3rSZSq5`E#e~J`CGBO2bKuUp11G%**GRXr=_QvDjQevy8>sC)+
zcdV}m&dtfsaf{dH^{!jiI61C$@^$p)_y-8cJSK)l_ag_OX>=5o=!vKLQG`^1nyb<Y
zf>dlJ56`80Q;4oOyc34#grT|OINlVNI}yLp6TR9Qx7LNY-i^A+gSye3xW<X^jE?52
zax~U#wKa~XQF>FP9z+XW94`n;lIWA9h6IT&k|)=Z*kWG-%h{La=*e*M3UKyey8216
z)JU-=R$&NciS<ljIM{ClDmipic1C$D+vu@u6U`Z|r3sVuwzSZAlgKEgiUa%t=)Md-
zQ6M0TIru=TZve^}@394Ph<!<Z43j#%Fs<~!_JggvkM1eonHQ50#FhqlVhNjFs9Rm-
zC|nd*P;RmS_a016Ii8VmCNKAytjq)P@paJ&r7@|Ix(G5lAdoJuFWP?g@Uy3zPaUXj
zsz@s;Nyy%wQ@$&|qAoqZIvE_fnFmU%-#T^f<4do<`|Jznnh#fH<i!VD3?hYsBUJJw
zW?g7rdR|d(Nqlrt0=OE=YHKPRvQzUc#&9l`$E9+uI!k(VN^U}CGWdddase)Yho-T8
zNDOy~>_d?qef?n`WQ{Y!gBTlRtIMf9w(CT5-QmQDY>m_^=7$FILIgq!FA%B*^;D*T
zFS3fH=D<L00G;RW>knRT_YIr<Hf?3NduhnjM1?9{rLnPjIy_nA>BrdOf?2tl;exU$
zO!=|7MXBX6<}~o+Z*w5JxYE%WA(s~#q)&>8DX~T7%OutSs*((SV0@?^+k7!z7zt0L
zld0uA5t~RuIeQR2{R~1`ywRK#Y)LYj<AZ{e^r2Z{k+~5u+199ZQ+T{SG&(3GT5k%G
zX?P@fZMhL4;e|QHi~e5V-UV~-zp9%b)rEc-`0|(D4?26_n(BZ4*9AI-1hc-b^KG4%
zF86)#)A0A5W9@?z-J=soX&ab(!EONNf!`%LAl}_)Cwed5=zA9s8bBJR+OG~>y*Y5D
zzvsL0t`BE=UcKA@Jczx&^#XnY$qlntlP!1*#>R(1`RW6IFA&OtzH0vo+}krcd3A6a
zPV}Gk+-n=29RkROPPBJ{RREwS7xEmC?xM4EklY3H=#zFE2Ao6wK<NeQhLXME7r|~Z
z-w$?+PXXZ|<YDO^|7`tH?uEDp2yKAq1^`{4+=)*=wP*9f3fzS>v(b0o?SJM>*WP^)
z=L^YZ1J6Cz)x59!;DM1h-kA90)5*_2e^l?iRZ}qbQR__KyAZa9Bq9tWmWD^qfQyg7
z$rNZ7PORWmY#Y7~!akrcy!dvt79I!97M4Fe^Db`Wp%svY?SBO;AhH4(0(intyYvc~
zY7>Lkr@G#qxw?1$THQj9*)tGW3YkuKuI(RdI}dqHOE(Dg2*3&C48RHK2<LZjHp1y1
z-aI(nLu>`u7=C*`{9hl`@(d4jjgR)-nH-**nY=rX9KZtpJ_z!)gX?d9_3*!TYK0xa
zpG?i&ZyTDqIxsyvHIMYNokIj<_;dT;0BJx+yan_{E}85`-$nNLz3MwRJ2QS~<d><N
zFM`h#{<HSHR-|n0X47nY^JM$kk(=-K_g)1P>Gh#Dxb(ZWfWCjI`p&oSfvW$R8>gmw
z{(fiZm#MK{7_?x~?i`-_p>GD-7IzFG?F*sI6V%<WdS*YmJrB#rx91_<7q0#QeZTFS
z`*HB@_0j3ulS7>ow|*Y^*?ztA=%?HM$Y*`m{?a+}-^ab+e}2F7?w38|KM&r5Fvja6
z*8q2+v<<R+2d1F>pabf8?cDp&C|Sf#c;At!2Qc%_P0ddAPmi?S>HlJ;`?cAdClNPq
z+jgi=1c&y5u>txLA_a`_$o!3ccdj*#TyO5a`P|K}zqR*&4^|3fhU>Q*d@#X947n)R
zhOgcjx&fmCK23cC59(5pD^N%$hth*FsKrAr0AX0d@Pi@u+XnvN-~R;n(uiEFFV$g#
z+sdalJn`77$Np#eWB<GC$;X#1U$%VJiWO^DtpJn5mQ^d<H?1dmxbpomN(xy^1(}y1
z!(hdJD3On!$QPv`kj;UjXjKpd0z_(!da+z1lIfMYP(7rRC2Dn1M2ZCJ&OE)S9v)<O
zS7^$Hb>8ah>4YJn=yWWT;!8nq^V_z3%jU<|JFnPEcEyGWwP8{t7aM?g!Qh<HKAXL^
zF5BX=)`gA^kg*h6p<YOrdOP~z+;LWoDLy1p!33R%W0q<4fl{KI56RsJs$J47w(`_W
zh$*0Zcw;v^sHn8eQ1g+B%CkEfTM7zyrld5)#qErbKa`nyBr^lxaDPJl>D-(b%F14^
zt$nM${>|FzcX!l&-m?4aBYQqO(C}7GL2F!ClT~*t-g+q7R2wA8<<a6v=o}usH9qoe
zW^!}5X-`;4YeLN7xajRhLneo<cXbW%@-9=V8-h(a0<jHGRy(;FJ$-XUvNDw}oz2e`
zi1tN9oJdVMnU;JsDSn^LvKM++CB>Y`PCZwW`*dN}ft1+YvDTd+^IDC?dU-=c@P(?v
zOZ5=P8e3shC2?peTt;1}es7c&T5;`(vK-4uI#ZZ^z9j!tPWmpJwJKOwrq^x{x17q)
zy--<kuB@~vF(FwXh@jC^#nNn*CR3?N5XsCmmKsYEdSUpU7=a%_29^}IM9mZe_maJE
zbQFbxqF_AyLFV=G@b_@VIBxacy2Z=c(a+NvgL3sJd6T#}HV@CC`BGuw;yD}~hwM$E
z`qBgxp`4{uaWq1xeRLssuJ>|Z;|_g8d^dWNocsgPEU`bA<3(Y*64<VImWzMDHWYQU
z7k-U1-vt{l(ia5B=IWy21qQWWfWnt<<EWA(!Er)ek}Npa7?o{^h!$y~22JP<e~#j~
zV|ZTvLa++s8Nn=(mdd3$`_f(fbaVk2Dy04a)NOulPi%C4Y@PoGcOFzVG8Lh)Wwu&G
zl`(OF3@o2b5Ye%Gv@02`HL!R&;r-l5RDYgY6dY?wDaop=FWz2PP@5T*u3(6GXt)66
zn>pfet~gF8%T#JBO_l@6sb`CdU#YEqrMmi5Zhn1ia-z<v<f=(1mYAik%&kAR_w><S
z$M=-)ElkKy4NFQjK}=afUSvvIuq}iui`STsH#9we@KkeIeMM>>$hOIr7@NVW5vnL?
z3WLbB21mw6r<j5xbU|i=-V&^{7`0}N4ElkH)gnz=Y<f{fQC57WMPq^s5Y$#Lq6>!M
zMdYIC;M^d=o3+W)bB!y-ooH29O4BM1Za=oO@_^Nl$fawD{$e6Q#^sr$@)(6CL8VJk
z>yx$mIBig*L<~LgsCZw07M{$*lUROe9ts1~J$fo#OC*c^urx<k+<KUjab$TDZ5nGq
zQc+d@j{FShl9419Sp$U@i9E^>0;$r)$!WFGF~t&TIE|_#;)QrD8;_wgDI6_)a+Nv}
zTR_2(phY;!$x}?@7=#dws4z)X5nx$?`bUW>Ori>x!#9IU#}n%UC1EOkcu<H*Z3qvx
zq{XLYrRDy{y<@<=@Wl(0eSdaBgvT%Ue}1+59f&NugXGyh56#PF1}^s9ezvXih41^{
z`F8lDA4fiK8~dSW{MN|Cz&Hp|P$x79O{D&n<N(%)`R=nLw=Z7r`v9Q#yTNZkUIww{
z#?bZN{tl>XhL%;}h?whn4(SMNZ;tl+nzHfH?t#&ffiWZ^Z7F#|+hUmTy*)a8ZRB3Z
z*ssIWcfra4v*O@tuy?6|pLV_X&dkKvoni1njEzH1?=X0JA60r6a(W@X;lk{|-=>GY
zL7K7w^e)LIUb^dt)*t0wh--k_G>C41d<L-W_Ou+dXY;}e-2E-L;Vs}^cm!a0`uf$e
z@4p!T@$1>HPH;htz56$4T>%z|-}xMBawb1&y4(Ni-N`F=ruzrS7aY9*U+9YnzhL(r
z?z%a01G?{l@M~9V;q(e;+l3SE!;`#!a9aKCAvk5*{|Z(B5rJ3X)C|Z9=ViDHXJ%+l
zJ$n1&sb3!StpFViT2sxnH&0zZI@a+rgp~faCFEb=Uf^3ev)dIdKux&WrBrwjwhZg`
z=l?Fdsps-&?~h~sSH=h1!RrcFThMw9o(wktX8Wd=?q%uvQtq9Y`}OC+`5*e{yC?6D
z&)$cb0{D->0X*2_1I-O;`GGwEePOZyk=+)5yNJF3y?1B2?~Z;p+i?V16(BxOME!$8
z{#HOEusuMq8}c9TNALz9r(^IsGVAdtsxMqDfH!!qqh+T3*qzQ-5cHiG0`!IOYCvC@
z-2gwsH@&k!yg<1yj}Hs1eA6=vNc>CxG$_Mxg*Y&NXBfO3)8qY9eb+|eGycQBLElgN
zuD^A2{J+oV0QL`1!oTRAx<1qk$qbNPGcq+eJ&RlgPtJ@%o(U+xk8&@J5O|kiJTE}+
zg2Ms6SEhQW2fv%{e0iq*#9YTg=r?`u_91wGAIQ95Z-6drT}P03-fMMJSGR+OyX)4a
z+dZFx%-cP13!oQ1FZPiGD-ZlaLr`IQ8LC79fZ<y5_F!kn!u$&$G0fBe`oaeanvcU_
zz-{Rj+0ya6xc;BuUN%ikKnHBu;I{n94a=Tb_tX<>o_qrG8<s!y#Iog2J+*rIvJESj
zZ(Y68ed9WRXGf-wmyCedkVp!M{r5u&y}ZRfzG@sHl*NrxY7_OrQEFYNL?LJK#7vGt
zAknLhk=A&F!A2tSeZ0sx43kRaF)0EzC6Gzr1mKuVe+JcugmLutTDQ$*`NnNetljqb
zTKpCdBS&Tys5!nQoP(FYgBQ-xhv0%{VQ4{tDy!NI0-8}`U}6|*wsdD<^`4@tV4g&X
zC5J*0okXc)@l66rW>`d7VoFs?TB6=Sa&q=vw^oYBr5bdH%1X}eY&cw6xHB!OBGOW3
z4c#7V+YuXCZ3(G18+SyS4<yB&Ey{hlw&Lxbb?@w|{p*g3H|q*tsmMB)9k)MH-yETT
zCL`udW?V~jNR>vIM8l>riMuWOV@Xkm;vx>m+fJq>9!-qh9%9H921eriV@RY5t+v(>
zoE0dH#FK*Dyet@8h1ReW;&U}YRXSZuZ1gi(=@$xf&lhALPfa+I6mu*s;aGaY;gq<h
zxQMziLv^UO-fC<JH&&a1_Qr?5SXcVW_R3a}f6e-IAv;UN-4$UvoDzE|Df(bSR7<?A
zDcaf?7Tge`uMg2z8-q$TiV9=Uo><$_%(SPA@(-n_<ZD#v5^-5bNJ(%=l1LH;^@$if
zNOoKoFUB?x(pEQ`i;uvcCL{!a$pN^R>`Ns05HX%OUs${dp3v19^xkcLuC7=gcRbFU
z41CMPFd2Rff*XP0PGn-h)5{@wQAu84uIBQHqCm2Qf#!H^Mr~W+>bTt5d8MnzT2Frm
zEC*;1A1K6f15r$#H;v^+pgQ;wHh5syIJ2D47PcZuZjKWLn`m;82SwsVv+;uB#UbVZ
znU$@`2nx?O+G3^pV1`iaM+WHSdSLlpI1!2@$I$_LMQ93Yjf3B62Z0|&j%RVe0q)>~
zTI=Gs+Sz}jXMh`CP7<h@Dk%fHC@WYb8Ivewk!2LDz{{EBycy%_;P359#-Z3Os#GBi
z4$<18%t=X+8R^kkQO0NynJ*-;B4ma%V??IWnx!{qYK-~1;2KM0OKQgR)wM6z)t}5S
zu8vNLl!XXsG7<^`jdjK8H7z?%9Bw?hr=mG8t{_$)8zwVbWTpgtbd)koP6`YS)b1*%
zJzBrND!n8(IwL10Gc_XFX0&O=Iwq0JqVRP}Q?M>vD%P=CQYwW{r}70HxtOQm2Z&T6
zO=4tnW_(txIaVF0!Z@Sc*Sp|cFf24(N)?Jpe5wZ#<KXAF*@x~!H_5~D6HE5h9<DFl
z7pje8Qj|E1fPk0s`DRT}QdmTR)mCgUWds=#^u}nJ+(0EWsRWvgFH&#?EPp)R$B&1>
ziv0b>{y07gLwEC{ID1lDeZ>@Rk|nV;tE#+UM^WDPw3N!Im|~M9$7sqhnlnSgb0cDl
zL&7pSfuRJl3`Y>)a9je8#ia3-60Hi-qv?F29}zs{zD{0jJY5<PC<_Qwvqc60#6HV4
zY=MR?3>L}_0+~F3Cuap3r0PgxSW0wa4)njsD$M*B_d<bxFBlabf?mL2`(i&)Uhe<&
zTGtyr-7vil7Tgy=@}2HK-_?ELm+qIo9r(+a!|#1H^7qT5pLUF0?HligV6=&`!O_8+
z6MbLJ_rJ7|<bZTEp1S>PU*{$81Kaln+zZ-c$8bA@ZXt=Uy;nxNKcDJ)W47moy93Y{
z7z_{gZV?YM#3qL>kBoFfZwV+lS_DoAZJ3;b7QIkOH8U`EcWC<FG?+~n!ph)R3k$TX
zn7lKM5HI9+4NmqAPxOOovXI_z{db<;1*P}5^oBR52fvvby*V}UyDp`R`~Aa}Kj7X4
z$HK@PZw|lqTHlG29R-DUf`t{hJM!jRWAA?eiY}NOZtvU)Qt;GIKTQ1m&BT@OrrWMU
zyaPzVkM?Wptj)gj@!ntI0%Yp@**iCf#@c#@+PVij;bjD|Xz|3lcq+87!0aee$2Sa)
z-|pKZowtT=0ebykTn!Ix2Qeh}bq@A+K)ODXvETjUXx~rMqiwTe9WW!06s+}JwrA{*
z+<1HP#|G%Big;Whui$3$TpRRSJp@guMmj%wki)-_#t(lrH*o_NSQ+a69tk7u{${M_
zo2h~C=f{4T8~u5__nSwv`p0g*i7dC?9=r9ov96ECd%v3;Zl9SNgr?2lN&pnML-+_Z
z@Ob0~ECDtNNQjubdv9pwpWpP~`@HvF+t{yz)4xv5B6=^7HjvNa4er8&VCPscJlOM}
z?K94Z{yaR;IX>71hMc>jpWYvM<t}uiXxo8Ub^&@p?Cpda|6NmUCq}xzh9?g!R2{-A
zZ&!V<4t&?v`;V^9OXF>a;PruU*M&N`rvaq^eIfS@jH5H{tzed3s``S=3l3fobzuho
z@3-dP@0|Pa_Uz}~(_n%4zHi#z+XV(cjC@egr)MTd?|}W{hP|HgQS|+G@cVBDFMr(I
z@y3m*KkN4U|KG<U<P9PnKI@*o0fBrIU<?_am>Qk9GdhLD_f3sX4@00IOgsT+E*<K2
z=!Hw>d$VJ|&JEq4?w%jN3bQ}cw_lxUKk~rM3&w1_%xjP5MY^yZ0T`Zb-#2k>&tTh;
z&d!%QdOo_@kHntXFD>DHw=ZxPW>~-{e`WBhef|YO-@&%FK{%Kzke_D%c*4gSF05cA
z!|+4qK4xd_BXjAYE?xgmaIZ{gV2}k{*1Io%V#B)C4ja}vu3f!(<?^*pJ-+P8#~``)
ziS^5uZCktAW8*sSjq8Zp9E4~;6&@!?qa{AR0uN6$)<0Gx$uosjB_tI`$Jta`H49LO
z%pt*qG0&*hC&i{jMI`drQaXt%4OE$etjV^N+@zes<Xout(FZEPd5hZU<h5!OX2Ukj
zdPmP?>xi3Og98L%JXxS0f$HQ1g-Cof*$Rz)jp5Nj<}kTI$5*I1Quvt{mGs8RXD>D#
zGSJvm2Nwf_1F2klatn@BR5cYARVOE>hXm_c0R)H5sP(J4KJMl~c3Eu1zWj{l!pw%0
zn6w~Stb~)Q6l7^7d3sraPL`*YRGPJiGUCsc=3K1GKUb9Ak`UG$tv{M%K9L%JJSF^8
zhV6Vo(z(2Zqe<3=5P2#KA5TT+ikLM9d2_V+WJcnJ;@oEovJS-B>O%Cz3R#wbpUh^a
zaM-zGNr6m}E0L84>09CxThlW3$Hwgrx9%_n?~O2@%1An!n|>lK;b2_EE=zDjXiz;Y
zCS60AVYkf;SbIDx=~!0M$=uYl#o1?yvrpuv97v98uo`Pkx?Pc`mIT|$%p}-5{P|9k
zzDyyiR7sm7!kVJ2l{ytzAo7&rGNX2HeANDw_#IK<wbrm2t0hmXF;gfiKa?8n4;~cO
zHa92`^IpErbHxUDM{wJ`$k3nH)8Eh8*VEC<eVdP`8wL%+F9xWG;^swgazVQ}qfzbz
zf(MD@LBhG<eKz}fZ-(>+0^Xg1bEEh#EI2nR-h+;Hp?Ge>xUBVdS>xrp#>;K3x8G(o
z#e>R5u>-L@K8h9KP9{Oz+*&u^RZghYPNXf~LSL#J!xnneSx$JuS}1(OS=ri1zFzD@
z6L^tBnX-sLO-O)PMPLhjh%7fW)5VYJisE|ui_l~>nJvapvFn_CR%{_{@gh6;VAi?f
zHhFTr$bo)zhAW=qMb$DCI-Xt<py5(gY^s_~Q*#+X46*{_%kglbI6L4yT&ZM&Sise5
z6yaJ$xCD01Q7iaCGPV)~Z84c2p$N&bCe$S5G$iL#*b;Jdp)ovBx=h`Ymi2UDX>)3J
zNqAzUJWL#*C7}cYhAumyVqfjC);;I;*S6-zm)e5j41pm!p1~>)w<#kn5_5t+t|p^u
zU)i2r#XIZs>dP}K(jqhT(h#-K5D^?_gZMXXq(q>nkOKYu=-yr=42s623Aqdrjlg1(
zxe9?gNUB!~)I18P))>ES;1HsTXhQIrXnATjmPPUe0iVJr3By#7HCNPFxxcDtkJ*qY
z;22p9Et_SKNNvWDjJU+=*u-jGaGFdNDN|VjMOreIO{1{nBDq2+VG>AST;LOlLb#g6
z;Q|RnDJ?+GU`yzn5QU*QtE{GUXI5HyYD#%-USno%V{}5f-ju<YMlb~?zAT(AGU2Fl
zKfC}<2t;AoUS1?Ll%3KAJf@gI;t)_2Usn{`9mBxU1L5L@#uL+dkSHQ!K=Gj<C{SvW
z2f?D@OB7s@Mko(Ah81NM)|Azh6qM)v=5v5N2Ow3@U6*n%5HCm&_HSdmM)YI<CvCT1
z>Fc^UgCv-}`0K#g$-Z-K{jUJ@el_^6oqN9<`S|CN?;#R)bZX?z#K7dh<vV@v--C*_
zQRsK}^6c=-1KlrnbiMvl|ECXeZ|_hqM7|>E3r6GKpT>JWp1yr)z6ZJkFL-@_Q+;Rp
z{xUiI%LFJi6A!v$z?mIROrYz|0_VW=^xQmHEur{nLFRqXl^9O_NQ1WNQJCC>W9y&j
z8J!rIn1J*K$m#u^r}sCdcOj=2aaP<yp!c_Z{UPW+^x&i13ufKhyLR^+JOn0QB(f|m
z-Oj!C%--(3`yj)itEm|j-S+Gph%D=FY3V(Ay!Z6U-ebo=1io2XX76RZRPViAmwV^4
z1OFU)>DTd3=f}Pq@B6&3=Zl*IKY>gHV$o7fY3T_O))8YM;`r?Y;TINo#UFaY|K%<~
zFSv6@IzJh``3@+zU|N`HKMSpgXKr19fU?PsXTiSvpr`7UgHu10{*HUEH%>!-*Drg=
zuN}8P$Nm$x0HMCHz{>db(-YT@O<p}T^-I&8D|=_IHO*XY0^Rrzdb8R)v|fcaug!O^
z9lX<a;?Av?rw6~Eo$R|e4>_y%01`m>1+5G$6L13sc<}~`F8p?O{@&#Lubq?s{J7`-
z`?v4^F!ax^$zQ?t0Magy29OURhaG+GqAqL%(AVytv8%pz{duJ8>+zefPIa7~?Klj<
zt&m6t-cDq`dm)`{zN2ZT<Jjb_SBHC{SIfWTKD+9BbFlr!;7?uspN)0BIdkI~KwmJ0
zBFzq<#{r=4LgepU$9_QHrK&GDdqK_xzD0T#-<to+&DnQu-T9zv{FCnSFMFnuUfyHS
zs|7S_a3&+>5x_iqZyG?~M^#^dUhwyR(B1X=jp_gY^6j4;IV4?x)#0PtbDbdHf(vVM
zbZlY>z6T(_Z+afeUng#lcitH8fXl|k@egl0;3d3p0KNAouiYE|WUdEX4QFPqw?H=U
zJiNtA-MkA`Y;c)_$h_B)E^OmBPIh;_*3tWq_P(#$2f#)DyM#2r-Ngl98_*YU7oZoc
zNAQ&kbrz7a0@^S9%6<(C2LnS9hAwa~++YRn!h?%PyL9D0!MzG`Fq0~F-0Zz_*_QQd
zwryPRw0@n#nw1-#dVKj4|NHo||9x!jlTSE;-n)K{&&IW6Cr7D2CWu5-W3e({U!jMG
zkw_{C3EiEMb-1izS5AJCF~krkRI)j8E;mRjiwq4b$jr-0%QdQlwNh=2IjSfvZ(nue
zvE3~v_q6OOsZI{ID98c$&A=z?aO<`Z)^EkG-pF?Hv_eTfUn=s!(jDFCP99<`2`ZIR
zL&72dDnuaX`&0QiYN$wAnV9ir>**Kw?2i>l<-XVmuAnqL^68qoi@Wz6EGnu=h|3Bw
zM9V}W8~_@kmX0?I0y0gS%EX9WIf*q%;qgkIg-41OGg4H%{1ACjs3KP<DlsYcrbZmj
zjX#(fy)VI3YnIoWq%HBr)>O;U6wA@%up`M9WJ$6#M;mL5(qbjAK*las1=gE1`=ZT<
zlcSHO!~%%!kBi(NA6044hWTTH{d}@S!fIo1Lzrc6RP^EGltanMPykgQ8eFAQ*XmWf
zEyjHjp?fUGhG0#ZQUpt#QPXG!Sva^kCj3-(%GtuqQ#q-v83_kdV_H&Uj%36i%}6+$
z7T1y#wJ*ln6k|P{7}XME-EP#B%Y}u3>^hb7nUwf*IcZH%mQtM}IWQnY!fT8QJDQzx
zsxZ4XH)B^^bdFl7!=Od3ZYn>F!Vk-J@t|&XCT@1dZ*e7T^CY{W=)MG^m%saFH^=qP
zPFp<OT`_134dWl+=}UI@#5uWP-CVGK?gX403GYfoJNmn?_i<h8?X?N~)p!71tSc4e
zM1}?HM#s7_P|j3eN0Rqeyys@D=SGarW-Qi;NOGsry%=;)8qo=d+34-P%EfcVHlNkb
znDuVNtv(b7G<ge}u)z<z+AF|`U}gt}ae~;cM9Nlh*U;qtOc9D2=tJUp5!minhO;k3
zka0Y*A{1FgWJ$3!ii0<1oilcw3wn*S_X<bCW*;RnP)n1rJt-_tiku=*v4Vuado(Qr
zD442YGIVsR29J~Y`SLv68Ge3T7Bfg8j|kSs>oie(mWECg(s6vcKbPsxk<i6fg(*8c
zc}G^+zWk~kY59dv%E=6jU<s<MF}vbYOU+S<DvObC;8WBDKT#mVkP%ziSbns*{`AiB
z!+8mnNntq&p&3!y#1N4+RAi0SCFVsJ?JV4Lu=dEI`qqQ>t<ANE3sWoPTwNeTX)~wB
zMr0`^W*S-I?L~8P@^^B=dU=wlBp#C*NW#*|SUQ`^=Ys)*CZOY(Xh^7V#WJt~B8DVL
zs8{hc3=9+RK_Ylj`4mZ{F}^snwz=`dj_O0u7*WUz37~5jjG#b4Sdcy?F0m>)zCxyo
z4dCdgOgWCs^+pk~IEqjpl?bH_5`~PxGH|#6oIeeXVi5>(E>9yA%eX>=(vX>wpO;l>
zi_D0yWoPB>$S&M%ODI<wlPMg?rBg!fDUlt7qDcQ=-p&HPseAwX_wG*7Lfs|Oq;YRN
zX_}->n@Z~L?(U_f#bxN&fFV<cY=ik=Y=f~eWWdn6CzaF{yRYYal8%+Jd!PIK@3TLz
z-wRILG!4l~&-;AN=ll7fDN+nsjKaIyIgp&4NHh|UO&2rBd<vdTKvOBM3;{zV<9aIi
za!;7Ar13;lcMqmO$&;#K;!>jYbQeq6LK#mI=<T1Glv$ErR+w8-m_P6D)lc;Ijdg?W
zim<4mk{EvXLSZq)TR}?0P5n*dQ4)sNV1x|@*<hRv;a=UrvA(zN419WN=o?s<_1|0>
zK6`EW!tIe?JI6Xlr$%Nb`lkCY%<4XUG<*u?)c!eqY-;dCxAv1eec#*|_}R$4@OvJ9
zO6PFL07Q+>Lk6TPXoq!oCwjh_?fvlKz|+kUx)albKO^C0V*^IuG$>j~M8j{L6mX=1
zwyp8szH0FFLU7s4q<(6!WuzH?T>n_l7z9L&fYN($PWxMW!&6G{|2?Po54ii}!)Lj-
zIXx4s4$n3Y8*?52ci~HL1GpKKvOzT)1Uo=y@w2yoihEZVOkLRac;Lw6k<$-`zn|{=
za=7Q~Zrz3Uf$JTE$fZ&^ssdB}E8*98lr-Yp!XxH0+lZ1m*xxmzYlVP<p}w2Oj#Q9p
zM>{?rZ#y>8`qpIg8{pT4Q8gICg2O#5*nkhGnn2gxGJSXb%&i)uzZXHc?p+VsHqAAy
zow>Vq`ranvZRT%jxCi6+!k1?5t((2uFngy4nE4ND?oJI9A43Nm#G^gE*3LF<03i;M
z;|4E3nCyNyH+CP%?l9Ca8-gG}F*E)F7>3US7*9WV+&lSCz}?ebkH7AGbba7q&jj*G
zFjoK=8%pX7@en}0P!)&7J3y|Ku>)mlc1k}s)HV$LTwUkK+CQFXeto)W6H?LDwh2T(
zB)b)9CEk0#6#=1{o{uN`FOLj%!u>oU7I=YRtf_aXr+c_lJKQ`vaBZsh>zTHFb1hpz
z8~+`B|3vi#QwLNnL%!JrxE+4znLX1r^L5w6*`A^Ey@Qvu!;r25mWV0+;AC6N#I0XP
zZ(P$~yE5?0&plVp-@Ekn&7VKJaq-iI>)KDBU%qhWhjSNBpS}LYnLGba>(d`PKe{>f
zub2})Z>-h$to<SMM}Y1Msba7V84ECO1~>{P1kht)LE-XWR2v6(3&kAYb=`;R3gcT9
z63e?rI(o*tAkqPhzTonOgx>z4`H4<=f#6l27}MXM9(Xj_{AlQ#2fgplwZ9IjbaVF_
zpK|jWWnMT#K};zS&9PykY3oGm;h`?5^0@@TDWKefk_>BMBZjdT18^7KssOj}ZiS7O
zp%%D3{O*MXC2_4oEq%~6{o5aSNJb7fUd8xd=3XIJ#h^$WZ3!!u*)4j>?By3%E?H!@
zWYLP3p{n?~=U@EW-xvS=?<-$;-eK8dvW=zK6%)i^NAkEDD%A%hUuTzaCaW<q>A<SG
zBb&GEZ)mJcPRR%j%ZQ9jkB&}@i7Cj)Tvxlgv8FyNDI+s31uCm{uGw_t^#dmlzVqQ5
z2j5(~c~xpwtf#lY35{E{%;g_1VP9OtTxqGokuns%DW2X^XDofCCELoL=ZF$x+`Oo)
zP>EdaE+kmm;VtY`EM8_n=!VR^ow>zp<5H?ZBTE89D#Ic-q-Si*%&d-yu8NIXpPjzD
zviR`&`qx*LmBoi;XuNVlRVA^S)mgDMso|+=ah!sk;V&+UR5hfAuFr^Aov3L{3fht#
zwIMyMGF({^EL$7nyCW^+U{S*Uyx0vfzSVGJFZW8dXls1nfr6wHb%h^P=j}|5s0;Qg
zl=CwLj8rZyU&db-83b0_qc!E*lH=6Q4ieK9X?*S~P2jr7$PF>kYa=771N^ha!fX+*
zTJ2TiE6)|O(paQ)7CDnc&EYbtyrjDlqV}dIZjBCmH8$cvUdI01bkKF{L;UK){K57B
zj^7;_@drzC4wdBW&Pdo46H*`GT_O{tGe{Y9V!4RBBUJNwRq5IFtB+R|Z%>KN@#MqW
zmKOIxUB#E%Hk{hn_*!meiCX37iWS?~c!6032PZOkZvr)hD~^yTLnTT-z6?Ul=oqry
zN;|WqmNw>&P7Zii90P@g7&;ddOJ{p$5*9<pyU<BabgC26&6eu40&BYz<zV89GAH8g
z7(^!kEiM%;WVy*WL<NT^XW*nHXCBUug|(q!tjK5!BFfASZ3aOBSoBIX+QbFD+!3|R
z9<|gC1*u|7ZE+^fG)n@@hRU*`Nih6Sen1FMEp%bhEL`c9SegZzZ0ba_L<yWpA{3cp
z=L&kS1WQp60kGVaB#s0_b+^Y;%$(gIw0XG$%a-8BlKZoj97ihE%FW${B_K-0OkY0B
zpGNj36BJakl1A~OQN5@XC7CQ|v3wQssGz{K=*Yatuq?HAw1nqNcN0*s94=X;a94)P
zgEK;t>N3kV7q8k{T-%VEpXnQt?CG1Q4$V<%qIjO(RI$)aOv6eED2bF4l9#f&p=?)G
z-saMbHH9g4HF+ENtb1#H`A&^ATEX;749KX<U3YNn`^Wa4I<)=B;hjfM9R6a<>eoHE
zemEz#gzE=QE_8|vn(?fyi00-vD=Xk$8jURA&_#5jJA=d(u%u#l8T`#8a$Ow>82G<q
z8DNlr{zN`ajCUY8nxP%Q=Rg#u#N=&m-1EU(pYMC^gT&Y(0T*@z0Sd*XP?Zvo$gqfl
zps+kPFTe%MHMezJ3gzC*EG=xDnQXpDBxTU(1XowAvlH6E7UN(GJAshRmhkv&8k5Ts
zsJt}(eo;#Aa6e5_a%N3Rc6~rZp2#bP0GB{$zs&W+vsHAFh9M222>kFIC5j?)bmiDN
zQCwVTRI-o-Ly!~^oy4aTc|3+h<>9YUg$AiY)PU`9_Y`+`5{pA*!eSBVR4kc>qqtK!
zB96#IC{ud}#6~4%XU_Y32gbEMqg?>H0KI^?xAeD~N18zw?H=vy7->VAi-)cOrh+*E
zBFiAS4C2eceEYEP&5@o%cltkh0=>Y!H%BjaPC{tt08Bg2jCDX115BksH!+fe+yC~s
z_DHMl3_$Po!K+5@g>e!niGw4~@EBakLwYVCgBQl=NA-{@);v9M@%L0Q1D8J3pPK3a
zc5)CR#rllLFHp4ZBSmbGoiz=jE(G=(pcirfB2w`51YGY%>Y1iT`^U8ay)e}>IMxHu
zJN<M{?=wno_kWV!@C0|CY&^@oO-U)hv@Mxg&1o6Hx=o46^8}li3?ITLkuM?8o6?k+
zgrILqnjy~jncEwZ9E{)FRi8Wg{n|%;`;p$~kxw5C9G~esKHB?9f8Tc<gE!!a2{STq
zBn9;S?XdYj`PZmqf@uM<5OjVv+InQHY5(}0Z6Liu3mXJA%(ZTZ(XIO(J0EoJGOXPX
zI$<H(_dAdU7knSIZv|T~K(FD7|9-^!*tzpT$My#uJB_!QzvcWr81H8n7y}SJt!K}l
zt=Hk|KR5yYun<c?*KQcAp9B1EKLCw;GsAbMCkB5*-QWKO=mmHHMHd38ptRzbfyV&7
zr`jH$?tFN6aApWD9Xx>iG|-BtVZhGV2?%>8q}~}aqQM;jMJglrXNMn5woPllooss_
zoEy_kTjtuf!G9cP_vW)(`wt@%{oT6}&ToBvcIe8?ME}GX(#P=xT6Bh3j6QvD|0o3R
z_KlDBAR!pq?`OJ>0Qy4M@9*gQl<ND@)X=ZsIS2Gbl1vP$@1?$(b3GI1dUZc(JFgA2
zw~q9Jr+2coMfc7-UF+6$u3g))W=;E=#@02f?=`Nv(@=Y-p=RN_-B5dLb=|M^4cF?{
zU0t=||7rd3+IxV$|B8E!%n8H`-s9`K8R(C=(g%JF#ElFN4H!2A=PmRIe`z3LK;M6L
zKmX<D;bENZdH}v?<6BifHUOE`5MrjA(v8dxkI#&bO^(2cjq!Z~GC$<Kz?u7;{?dKz
z$p@YLA&UcET-d=36>JOKyz?z=I{=2Kn$`}r?9jEpKiG3YtGm@QcpGF}fLJIyHZF)y
zF*YC@|GqPL2P_ScD+oF>yj6P#dSM$r1IBwWIs9P)4jvesF@ZA&{yf=#{`6h_SLnSw
zwilf&adD)Yt#E$n`IXN<2cvAJ%a@p$ELpkim8FaS@xqe7Keyr^&)F|oM6<I|l8CVq
zNs6auG#7%f$O;!!2$fbH5xJ+V{Jr%X4>qo;&&<k?iOGqH$&8JG-mbiq)K#VBHN|Ba
z@yQu636(hoTWcHM*|F!ty$6o(-g|J}rVY7;(3=n?ka*z;TuWQ71uz&clFiHW@z3(|
z^&`<FPH3qMhVS4)F|*>iVBoTAoVTBpL=)gh0X%W6hgTBhgM~!BSJUurZ9{cfWR90l
zX>ce=&>7y|g~6KbB?TYv-gf<qlRq4PXH#)jL1aK_d`NX#WJ7L3b!vEupE%x&n-eUr
zObA$?6SFBdc6CZ{U1DHEN^o_wPlgvK+l#Y0#%Fta*zWAe&53~}KD-PuB|}86^p_kc
zO8#nV-Q~kO&+XZ`A0Q?~l`C_PXAvSu=oBt(ZDi2FqU;Y>*KALTSJ+rEUw$E)LMl~x
zHHL?7T)@3qLT))kF?b4N$=F~Q+aPC~D4cU9n_BPZ^;T}?dqufhqr%pO1nx+Tc{L$=
zmBzQy-+Og<U_(@JU3lPH@IU0FzLB4?JvDB9WKfM-Q7q->xYJ7noK5~d@1`bw*Rbl`
z#x)-T_a;Z>%DCB5_YHBO?^YF_-L>WG?VI)%WS9A={9Q3JJ6jEb7)+t5T-`#L?j>Q-
zHHqoDA<-!TVab|Ee~A|s!h4sP8@Lze>PkbQp(et4xw)gYJ<i3M0^CbMv6&bi#fgnF
zC)k^~I;_CEn3Dl+iB3F%6OW7%GH@~$LBS>}nQn3lModPFXjm~7Eg(9vU2Ui?W_ah7
z7#C9v#th?Xj=`Cuv1ZPgm5!Jdj&9~ymLpw=6?oubvdb$}6co(&ml1?)dop-*(TlB}
zUp8|yv4dPPPd66dnIJ-wd>Q;;o(C)#ZPU1WfWpXiBv36-U~+JGAO~{21Kqt@_7s9C
zhHOn_qPPN@7nkl!!g=7(LOe!9z)7eiPX<-VqI-+@fquRT(Gj`n$>kX-<q6TbLF!mB
z$BRQ2@hD;`Q|2pBMXSOJV>7E$3#*cH3&RuR<$jR@d92tgiYHT3_)<4M-%SGlYbstL
z=7hwD6=x;XCWaL!h8AYURn--4J-GeE=9<?P>_9eF8lz6D&0YV-#<ve{`{333H?}qI
zd;9f|)>iN2P~^5|ZdAA*iX4k_cd(<`*-~unASZ!>a$!(Nd=^y*(95Fmfp~>%4<18I
zCvY$hZZ5X2cxN)jmB}P<$ykP?1=?bnJuC{&JuxbKW8>~4Z-2UP&j(5IMFO50i{Uyu
zvxp?AK%@x_f{C^i8q>?pnPy^+dU=`k3yV$7tQ}eI0uPX2`2re^ia|NMINIVc&NMPn
zBIJvO0xFs6h9{HAY${DiXUh1J0Kec=-{5qPG!(~BI=YGM-GpeGrz=Z=WyzhXVoMCu
z)ShH&jkmQU;c#3sNk|5}FM&@b^0_RTw`X9WPgtNTMCG9tFhvYECKXE|p@{?(f#3oO
z(gZ4=%46~cK)!UYkSFz12S-OI8|T`<<N)nmz_&=6tNsoI`Sy%<YsdO}$GYLrFyCA}
zbgjAn+(^#{5Bdy^75ZcMyWiAz9l8zNYjE}g^uoG5c1b(kJw5};PWqXVd-rvx9_rqC
zJo4eAVF0s3gFWxx>py2CUgO^Y+d$XgxPyz2a6AIWFqTlj#M$K7;Jgn(`{AR(V+N<h
z$B#xnoz;ClrMoaW(q%k;8Ls3`1N#0p!ZtteX7E2C_69J-0TNG4jR4-mf30Kq&anQ@
zU!nBQA5ZVx>^QjZZbRLjhPvDH>yMamufD9UHmkEXy{kSC91CF9g^kWtxt;aJosD${
zL_sL!_tj7fU+t>RG~T{@bz%SOrBfH`A9ikgJoql0Q#{rmc{p%nuJ7nr-=}@L^Bn`%
z+6M2!aTEN32FLIJ!?c>=ND4A<_fX$meb1GVu5)9ZUrcr!oo+iY)x2~1-ujt4tLE<3
zg3$V~Z4*2I;JQb>um1r-|M;QyO@Q8iLiQcfN_Oxu;QBMv`t)b^Bb*G}2;Tz#!DknI
z-cbCC+${)h#v355SO?(ofJp$X0y7<NP4#>^*?)CH-##%q2>B3C91f%7llqC7ktwk1
zB5v?Yx<_AhAlwTK);0u}3MOH`4!GB74}cwM!Jerf9o8YP^}&1hN3K5{`gX4Sz1h~C
zb4}|I4G{3&kim;IGQ%T5Ci?f>@7O)vymPAK_$-_T8kA??Z+Ij?F95(p!_bJJ)eZLz
zK|~oM(2h)w^+S2ewC>zY`yrSCeAt2bCFTtezpK7`rh7i0>c2QOaCLI<*YQE{PP8=l
zbzkr9x!m1;wYTN=U{lvv=h*D%*sU9#>((v2Qt(%7U#nYx=Im`yZl5hX2HFHU_v;Su
z*3N+?qgy`-({}AcldyevVEUGB`nq-o2Jwued0^N8Nfs~|)L{57Fem(%tow&=hnzR~
z(J%uGO^%@VLQ@a?Lg*Ur0!s+E9cE{y;U$?@^@p{PTR5w~G}n9Le&^l??eIdpio6i8
zCnLM%+lF{v!>io;#{I4xGi_VOo7N3BZSCkd)ZX(|pANAKHw}Sn_unPtAb~1F$omwG
zNk)PN`i0X~(1DFo@E^`wLGp!%2Y;SiFZf^MUJ*~tf-9#^bOZOAKL4D_(!~}QD{bwq
z9PKS^&6X@*`NB)4&p&U!=oN~UrIJWYQ78)h{4-!Ao5fK$yLh>vV|jew%vTEvx0jYx
zCnu)|2ZeZg`bxz9a?em7pV;7#sK6j!si#UL2~l{bg+<oq7VfBC^?F^y?#h~VnK_Lq
z>6<ch)+DABr~}eG6losvOi!;oZ*{IpovBnMN@SrduH4m)W^N_Lxs}EyY%Zx-os(aZ
zkdm$m4Hrmd&aUYa<@q-b{rKkFMZN*SWO{~NneFWpE#RkmDK_S2efq}k?w`-!JpJj~
z{IuL~zl|lCyXuOzRAg7DM<)0RqZI6{V9)Y+|J51cb*UkRVe*_nNkND#$6pjLr6$Yh
z6`}G~5nd&J!gMJ$iiwKjxEA{g_T<K0JhZ*ziz98HzIT4_mK_-}6#<^*ezIbfBuB<A
z^ObE&i8)Z1eXuyUJ|w`yVkPzYzxz7crEu9bf&N<(;&x}G?MhGG6c=3=<X<Egr@7N&
z$e0kcy`P<VIL5I^%zZT~?4!!k6XhjPkO9>gmEMYKwW>D2cWqSIo}Ba@St(V)e#L4<
zHORjan$;1SwGly^qC&RCgzb)tJd~RFQDN@s%JT2(Yfn`a?Tibn^!3OPG13I|BBf|!
zT<D3_l_%HMy_TI;ruNq0u)Zjl6rnH~Drr%e5C(foPQjkaRV9(}B{9jbH*RVyuI7{3
zR?94H%^jTVuoyHM>q>P-ldT<Gm#wffUEzpvpfFtdJfa61Cw8-AqAbWR<`lFQ9cK@h
z+PNrema`QTWy40>x?}9QI7dFg1sFyy;RMS0!5;4Ze5!(icE{UO@pfc4I}*u}OhFcr
z=0s$;P~0(WF;VPA_YUA|LM5T$(EKG1@^e=KPm(RME{m+}Us#D>VJ9bX{8%CwWb>kM
z5|jbin#hcRuynt$bpME0d4P&4;5v~=W+<@r2JwA@_`blsxD_ZEtfM)xxI`I?B*(e%
zUF?{!&<-pdic54A(MTRbu3w-!At|n~IB#`T>H6}*hTOFBn2;174-JnZV!E>VM4p$s
zJlZ=nRuvk+lf%Q{yAXvak`INeVTl9TFn;E%7KbQB5kgLgfTfYRhj?&9W!z9-kGR;N
z{Jf;PRYk96L|2fV1g=)hV0l7rd{s&M>Vo8&_~4v`(7d9I`na$>tRvgP#FgwOVNm2~
z7ml+Ni$D+qpkiIQu2>G4zyo^#_<O+|%VUbU3^9|;BVp+-;J&s-!`~Q3f~zwLWrw$1
zVQ;$B#&U%t5zEr3qYHCuw`|<IwsBW%bdHCIhRKvuX&!8jm&7ADK$GI@pTKhW#)ALW
zm0{;Xw6H^?aAc`M<sTHH4hWDbJQ*w+l};20ISQqRe}LLs<;7sKP#Bz*t&4>X+Rljt
z9tI-A6HE3mwWGeY67!GcF3*{`ykLrX#R|97fw<TX|J+K)zb&zS?iHKG%baa&$u2HT
zG>U~mvs^JO5`o8K%O!koF;Br`N+@`y8;XQ?A>dpHcodQBN@Y?wBCf<+t_G!7Dfji1
zsbn%AnatP7y&(32=!zuy=x_HJD0FxnqH}Z|Bkh2}0K-NdxOL$Cc;Asny2FTgJ9K=e
z^Uy&1TeozdF67=jW0wb}dnc#C+}k^&zYc)|j|SdDl75Fj)c3yI*?s(W|NKOok$d6(
zwT2<MC&9mfzJ@h2IX*HqrkfgRnHl=&f$kW{#mLVcJ_*hQ2--!g4u%{v1K%P(M%XYS
z$^sq+XCv5tkyHn`WDNmp@U!~$x5l-n;ZC09^#1=+dgr;fzq{ksPj`MkedDJyzZllF
zpT53+@$-e(l<%ECto^cj^vmMOa~r3A+%fgT=85mtkDggG^4)8rSH6Ku(!<xTf^Pg|
z4gd7%$mzA?Uzbmw-!S##_NgDYP5-=c_QtCFEo+ejF|^<T`VJ#y%5%Eo<Gmjb^q%SL
zzX6v`TZWJ-3OEGA9L>M?JS;eXBHjkDG>o*J8f$uUvS}ySYiC<tz2COosOus!tPymz
zK&J=(sXK&_K>u6+ZatyXC%pQ9y*+}pzX9zZxEDVEgrAK>J%0lPh7DZ37ZHBjw#~Hc
zoNPTX*7@m(?v8$_A4EJ5%HR)BCO}t<{{HCn{gIi6cZVPUq<ws*>k%lB$aU~3$VvqZ
z1QLP=I}cE*@s$N}bpk4G^=%W{pC-G&>UrRPI|$dHb?*jI8i;qE)eRX|a7J*y6+91{
zrd#%mwV#Bcyy@`)P?*7-2@VSQ0~??@PfSg~dkvs>Xn1fKi70~~0cU)GzO6`1R`*AM
zzR#+@_gg`1--_6to43RLPqiH$?>Iix`Bitvg*z=bZnrnJ5435azhy>0c=Kxey0w1=
z>n^;{oAv82p1TQZ>Zk2bp|4Tt1?WXOf`=wyoD4k4u=Hc&5J>?6ECVCsx{-0vtF^-u
zeZv!w$p+6q<Wztf4D<`=`v-9SFF*Xc;{m+xV0#Aih0!)hb%2v@2r=uM=!F0ncuBzj
z4d@GBoYc2W!*p%?n{(~R^$X<sg7yHowdYUYjBZ{SS44WHH%v6I8*16w(|)j}``AtG
zC%600bq*k2Ban0deL@aQ^@68&p`QWqy%>^JjDJ7-o(1Cl_s|P(<iA4iRm#Hn?mj56
zcA8>LS2zL5SeQCFSflVL0^Y^d$->5d`AUZ+%P=M@7`C=v1Y(khEXPZgERsYrSbnZ}
zSP@KCj*suA?3`U?<!f_tawEch`8)}O?kg1sc_~9wssOn{$>YmdY&nY!?%(vFkh1uM
z+T_&gxP-g_O-*#{dkt$&ZP|9Xs%C3iMnzz7riVO%D@d1mu8NGQi;2th@(G2)RGeG5
zNV2WG@~ur<x0Y8`r)T9y#w2)p`{KwYKAM(~K5zN>i;94dKsR!-NSfl|8Ny`6NhJ+w
zDMz<$zIFPubI0B(jSo-q^ITVyzN@}uLs>>eYIu^rBwj5nj8WI5h1O?AR3!#x28dEr
z+-!{`M<Yp7aZ{D-3~%>T89j=F4WT*(ksadsgsM=*yQ}hAK7W7Y=dato_~7)eb?f4T
zOVrZFsDO2`!L`9Y4G{saWhd{=OW&Fl12bhnykb)mf0Sc9lUk(oTpJnoMt0`mlA?n}
z`P-7>ij~p?1|ihd(a*tBWwkQW)dfb<_N67AtgiT=xNx=Fw?HH;Q+QUZed>b)HzmaE
zFV250KdUmtKT9r2_kd@KpXDJa@s_O#3D_AIc`z;M{p^en^RiFn=YCR<dpIR-l}eh)
zrzUX-v2@o+5-L~fzArEJXl>cPyo|b#fG8>{l;D=HROHCzK4>f?`fkfD+*4MasSe5y
zi#f7$?;Go01z)A*5;IE^D_ct^l(QQKLw0f@*g<o#9oF6!kFp~ZoLCI3kcJkz+AvU-
zG>i=s@5rNIq$IQyaM!_tVQWgWF@=x>x}y~f<G`ol<x*~lQWD`Q2o^9^kaa+CVNoz_
zhAW5d#^tzim{<m+d@#^7$cW(Kg&tI;FIN*F2=aCJQ?Y$~py-4wrr8qE%k1o4T<N;p
zRz_g?Fa#nD*~5(<E><M@1g7`~rTK+s21X|PgoFvb<wPz8<V8C|u)r6%mu5q7S!|Cn
zLF27RRJgd05xP2ZF!oHW0~_beA)vTqR{@<M5psM3ePWYh@``d+RTejv71ZaamqVag
zpfVI}0}L$06tno?F{X*cBreS!Pqc8RSfSVscq!<cM0YufuX0yKs*}S5v%O>qTt=W9
zN`iM5u}MA(VPu4VPC{65Y*2x>Fv{7Sj<IHicqOMtm&FC=274zdAx}&Y65y2}<po)r
z5=@q$Tv0qCUhL=qNq|f;#gj@`U|e}<@GRin=_DSAy&Rg5%Miie;CUco=@=)1ivu1a
zIB+P68<vJcQ{Y1v2RA&H&S6S@RbdHnIi)45ONv*=#%2cw#;MiODxXMip9nwy*sutA
zkETdHgLonzk<1?k$QV2ifrnRcRBS?8dSZH7L|nAeS1DI{21h`qMoeN_Vq|QT%u7M%
zaIpj`8c!$EgcP<Xg`>pN<@T;TOBa?Uie-UjnW7lb1Y%8aw<NGvpeW01-IkbRS6ULB
zQ5>9`$c+F?h{yAY1U`c%0p|mqA|S#XC8X!sVqrN$^N1s!=t^~GLV$~RfI1{7AYAPe
zB$ulNP>|v-HF7WTts%VkCQxYqSRd3_z(JvZOxrRH1qX;;abxh>oxy9}1Lvo7M-i=K
z<ivxa6XP9k^|rrzQ}>yXd#?_E`^)h8yQA0or+UXGwWIpm69eb(4}Sbu{{e6>jKXPq
zk2ZIog5fwL@m?Q<yS)K5Vf~|8<Zus4*MdCW-?o8%ho*<`%xO<N)E;^~eEjjq#}M#4
ztNYB*o@TTn{2uHu|6KsUFzIGcdXed8@HkA3O-;bzOgA#pJUaN}jP}F>9Zbv}N7^xd
zo0yx`{?9$Vzdc&yk&KKFfm+_AZ~JAS^-_QH<$-%ph6TL<3svrWJ)aNVo=-UdgaeF(
zW9w||uIa90Govj)=?eiK?sIDB=1l885EYSYtj1X<m>F+b3m#WE@*?Pq#3>*D=kW1I
zgGcZ8y+6_Ou}=F#XaDuq!8@%(%}`5W5Ptvfj$b%vBBO<UcSgF-jyLZEb$7054g4U3
zv<t%H9^_{s5c_8uEb>Vp&p!oV0AnPb!0_N<R_nK=JpgxzEP%#m72w{z@XUa1;908!
zus4t`JZTT$y7Lp}G^%j$Fo1rw`$3?)-?9M=w-e2KM?1fSfCw0w)b(q-bwl^GqY!Cz
zt$(^7>@PF3eUp#wjXeHY`v9uYU{cI@1p%Pf0H*-H5Ei1J9PNdx4^xBJ!Gti~{ozbI
zSa3H%VgoY222cb<^hD$Bfmd@kI6y$=h2q+=wiClWmxl*B$47@j=|u+Ven;QAnK@_>
z9EWTHDAoo67_2^Uy#vns5Rc7BHz>N(ZHH!?w}9UGwCcMJPI>O%tAho0Q!t&*wC<j6
zKRDWUwCC;@oz36rdM@Y(e;ygWI(Ye$_QslpjQZ5J!A}kz8)T)XgU9BnuP*S_fH?>8
z<ScaQEcoi(hIO}pym3u8`$Nxtpj;4sL8^VC^n$&iV`vgs7bN$E@05SF4M+@XFyvI6
z?tEaptN#*rpL{!5DInnutPa55kTDLDFZ{X#^wm!E&D@7JbC_@&n;6wj4L8l`zJobL
zh~NO14)V;y>$~9G3hXPeyFTdJHQl;pw0X0xWot+K-g`YC{i-{Cb@0sfp&whpr7+YE
zTJEn<5HtAe)xn!k4}E#yj$t7^(Z3A-dSeh7VFT`klT$b|eHL*SoQgiR`Gk%C)wlc=
z+#8}v^YjQsIWcXl+=zG{g(SqHXs#|~I)TX~(#a?s2|Nb&PHabKF$Sw5lEc~V5lprp
z7Vqzhk7jYwBp$h5s#Vc3`>LwmUBCW7W8><aY>iZ+aA(J80@9+R62rn`G@5W<b)XDN
zySOTMZm85F8b;ncJcHQo5+|1!f#~@9jn|JJzj*lVV~uMoH6h`U_G{-DN?~kC&)Qp7
zSsfLdtq#ak2h=8~9o@P6t<76g0)hgC63}}~BjYQ=Vh@+s4SxGm_m|&oO3F;+OH-us
zc(F$?lN~LVRK~^bs3?7B^ZM;orIB)xACI0JrK!q{D^HCoj1SHXQ{_ebHRQ!_DoI_J
zpHQ6~oEacVR|`v{d}|Yf>XL$sg5|+Xj1ptv?P?WBc8ui_a#j5LX!SdFh0UM6uRH(Q
zFCXkbwx*&wR8_3@*pV6cMnT%fgm72@y}L4!s{B=1B3?3wk;tN@a#`s-P8ye8;w9gi
zlK4((@sY~%eYqLc{@(Eng3@NC*yI&2%M}R}{FaE|ck^?OmK5zzO{w(sEE0>?hlOs7
zk6#}ZxgjoQXIA>wjFg&)kSwJ~1e2o1p?pvdA#Rv#fqRX&e0`vLlfQbc!gG^Su_q{S
zi@&OXM~|nVqsh*JC@ZnaiyD;mhDgnOW%=({6zxh)$P)4r81!N<Wr18CN+d-w*maSy
z)e*4)6jr#vV^3}4mWnzdkzxA6Qj-^!nk_YVw!=8tV^^%Owy{GApcz4^f@*22r6?ye
zqO&>4)&%chO2RvE8F;yn8OUb@lCYjAJD!ah1VmG<R?=X@-jaoJ5;Djtce*c~C?{eC
zXa~Bh6N5<-30a;VT&0*LW#E|vCpU~W25o`GS`kS0Og2{JjuX+H*>q<X7sundx-*@r
z1WUBzA`8?~E2xkVph;9KC!(1h-P(!gf>%;lP`Df-lt+5_#49x#o`PYEW7xWZ-s{ix
z#+#z8o-?y~(b{2&6WR=qx22Js*mNwPOY#s<JR!xGOP0EmC1RGBpFA{5lavyZofel9
zAC?mC9}}Pm@)D{fEV!kBPvS8#NKCHNGHa)$R(NyJZRwt5uGEd??nHE5;mAa>;zP1B
z5^Dl{(%tF)4pvM@D<+@e@2^aX2`&gzX9^hs1ZSbMB?GJ=@ge!yiPd3#>E4n^51vNI
z_Tw>q30R@YVwXiP+S^!>9PH^<Rzw?H3Kqx5;`z1?6ni@&9?PVYxEz{*i-^6zy#hMP
zo#MtK;h7Wyi$UeNv%~_fOe|1Hgi5)G+Fu<Wq>0f4Mu&waBqipir4^;56r^Vq=NHuE
z7gVQZ6ep(?q@)!kB<6*Nr-VnPre+qWXP3q%WyPmv=arO~uUb{Lx~{mYEHNWFF(aX{
zqM)+Ava-Iau%b9IJtZP8E-WS?GCnOay)ZEyE*j*A#^i^^7eyqNM5dO7C6@%m<@&~C
z`ov^-MW@QclSIBzG@dV&?IRF}KsmBR7A6!2xpRG)ECrM4Nu`L~aBLSRl8qJG!qm~y
z%+bo+$=1pR<3iv7_j>rKeS`hfAxfpcMC#4u%iMV~BliOI!u%R?(G5{wd-UT2{o}f>
z(N4qMH<IXkd*GK&?G?TD-0Z+d|I{CW_TIUn<3ru=ws#)6uKV1`y#T#8hp#k`-07a^
z(vIHi)1Dpb`*=<d&R%2)4x-Px`%d2N`}#)zMI!+M^uiDasF6BoqCk``!{PqV(06*I
zX-<3cp%xN-kytaN!g%1sjP?r<#3o0(pFMg4^nx=J<TSALLfR!F1w)3@gdU{hN!>RH
z^dkAgkT3C6LfW*U7vq2C>0S6349x;VUBkL-1DzLj%~$53_o-myr?^*l2)Q)hv2(U<
z-*oq<kQHoz-lqs*O5Zfy^&v#UKIj1ZC=v+^3mEue`{w&is{w(44-w{sVMDN#3?7}+
z9Ru{$_ng(~Zgmf|0s6wRwSDkE>L4D{Hji|i9&deTre(+dwyi*z2$UM7U8COh#8>bv
z{Ted6o+VfyLxf$scL62BxYmO8>cft$@V@|ne0oC7FtFCtFn4zqOtJl8t_>M>yW0SR
zZ!rEgeQ)FJy$1O9-&+HWj|zDt2Y{KuU_96QDg@^u&B#3$d-}R=^^O4ap6?mE+&|I<
z{@B^^iTe-qGmo3~$c1<iAr1QvVvhm$FVHVo#1ZHnxHjGM<xKlQ#MRJ-IFk)N&%Fr4
z1JeJl@os?Alj){cCtKed>-cQA`=_D4+k?7}!2zv)2r1qIZv!|S00H6LW*TWxnZ6Gt
z+DN+!R4`A1r*xisCy+Bf$Yg^umkH>71N2?s^+kRtm?)5w0(e#prvTulZr=ef*~Gn_
zV|U?i2ua>H)v|r~o3$OQa{m?00_(OF7Qsv<EZ9KMcLB{V+y>%>P?2YIMU1y;ZCu-X
z`6>vu(4zrh`Hg{BVNT7c^aAw4vkK4)?t+Eylz+7iPXVAWd>7b&zv)8I_X)WEmm9{m
zVvu~{@xX%t^o3Lh_;m;J?#wK>UZ!Ryho<2iv+L+w>rRN^fH^f7OGKa-Ii)h3>%j)R
z^`M2VWu3vzyQ{0?;N9L2Zs<;4>;Dp<_lo|T>-r1#^tW2|El5PRzWMs#y-WQq7qngH
z`g&pg(AWK=w(W9%^R2-qWZq4G7kXqs9R4>MEKgDI09f{a?~D1vmy93&72NBkh~{$C
zcGhHDD<X%f<a1ScERYF_1YKP?DjDU*K;Z>=l7d1HWV=W5MTugMC??0l+Fs${lrHgD
z6&A5EDP>oF;lbKfhoBLxrlvYIH9#a(3HVuYv87pAS@H3y(XpBF32Bkhk-q9+PkFFZ
z79<q=u{d%(fo)|Q#S?zAZD;EjU*G!h)TzzeO8tX;&^Y?y<(`hH)p1GNa*J}*nk+xf
z=7N&<wr>CWo%auJd^N;FAtKRZRQ{zg$?MYc-&wWs>U$?IzxVOsnzaq_83h61X<mLw
zO5ePY@C^k;Tgu9+(^3=td?h3|Apskqlx9X~3gW^`lcOq9qw8~$w^bGFsLEfLn^YMW
zoE;#~(<mE~Be&!xznYg)8>@-rkpjrhF#>Xif?MDxDGicWgm~@9O+0^a=dF+4KL6&9
zcWR5FQKG<GvK^8f@>17E1+R??*_)fbJ0q#wN0BY!7kWy{yyVrs-o>8McnT?*NnfoA
z*qxlTFDqkDdh)uc;8Gu1GM5@f!badx865hiu;9HZNw3An?}(1x5*EHAHtwzbg1uSU
z)&Bm4Udo!#;M%D0^3b3Hf1eD6G)clw6mpVztW*vo%bis$;FWMW`4n<7g;K}oRS7t0
zWNakXE(B%eYhxl>@|?fDS)E$GH$CBCPTKa^$UGr0iB8QG3Uh?QSSl@s#>|v>Li4P|
z*2#~=*qm3gHoHiGC7D0B$mH*@ST8lFx>A^A7S;vgdWG2;McHY^9IDj8%ni8LekH+b
zsjGu2nSzyy*%056=;N8lWoX>cGFwZw>2k`7rKFY1NTwz*AIZX^#CWU(<>c;YOSiWs
zVVxOVrl(x&=k4L|!B^7oOtc-wcBMV^@mVf$v|WyY6bO_B(SA7^A|voN;LBx-NPGc=
zU0I=VW)3u4G|k2Zx55g&6awqasa6hR99c<WE68j$TO6YZ2ofkMNLv|7Nt1d~#4bx6
zR{m|d`QJ>fpSN^aWRF>aCfkxZXtszbl90tbJdcfG(OqaPEK^JqDY*)@#1|5AWgHJ7
zl@E#2Y&?^LXGrLRAWy#_nOaKax?{nTK~~WD2{6$Xo|qL97b)}OqG=Fi9O0i76PD*G
zjU>CttW1fv=43X-8?<h<B3{N1!8!44O^J4<L@HJis!ojw$x(<xc?@qZ-P@hv1<TEq
zZ?e?+<ri(tOfl9r1X#BABu5vzBZ_YCL`I|O44P2Pmn)?{K5~B_MSx1~4_6qJGG8yb
zpGq01_6ZK~3kwR23=NKn3{QxQO-oD7OHR&-h)4(tjg5>-j*rhsP0h>8gDWVFl~oP7
zd1a|-c}dCHaq$`O)!6uqoV@b<!m9Ml!nCaX+@g}=ii(O=)kPI0Nf}ANy#?iY<*Uj{
zt4j*Y3v&wdataFz%PPyO8*1w}msf8{%c@GrsLC%{Usk)Va`n!#`t5mD8`H}gl8S5N
zi>ecfYGSe~0;6&QLbJnTilgF6BV&p}BXR>YsXpp>FYhRsEQrrn(diOAj)g{1P|ieW
zM>hwMd{IO?Bs>TeUS0v-Dvea;Bk@qly#f>}jgfmH$pIV=$T-_@6L@_g?5KORt97Im
z5`Dq+3#)bTdVk-=iN3QBAdw8}Bu0+S3?9|>yx-h?{96APm-T0_>d)OAzSJ^$uVbto
zR;T`2FT!2#g1rGW)ki}gO!Ob`(0zGJckcSYWrTZ&u7TD86C9vJ!ew>101bs-za8=C
z4~~F;#x*_KG24Iof%e#AJ>&+%I&R3<J%*s~&<zBAK^!w4Qs<T4Nq}BN=>_OTn%YL^
z{Stpcdc(8FZs6YGaeeoQ?)pGG1VceQ)Iz1#xV?~j5rXa7fj~?9p{bs)CWqUey-zSR
zPicRc={h#o286uL*o6x41HcSX2_X6z0|X3SUxVs91gh@`(><rg`hFbH{n|MIBQ|%M
zhweccF>-`OGJc=6J<NN0hr7;=x4aEnB_uT&yT(Am1%@<8vh%8}fn)z%h6N4w**Uej
zj$JbyyC>UsjkoR`YyN#rwCtR11uoqVJ_?wUn{D1^Sg+1PwgV(W+}i?iXOLqCGjy<E
z<F_cYtrK^5LC_h*oxz;l<Xt39Vh+ZRy1;+|*Q59U1}cah0zLzl1CXpCDPp|+L|^BR
zH@ljC?(Y4mPy5S&u5GMuXj(Tnr=Oh}(TzYbG>nOjz+5Dxf83v&dh}r8;q2hdNHe0l
zc7FoUJJ$k;z812o;F*W#f8K7Pg<-wdL3sw-1BmvJHa6MzF7#7?!aS(!d_pFm&cV};
zT)!UF!nxky=)fqPj!hd=(H;O}!yXIh3qKuM2H(!aSpUdS^Jwq)Q*DUX7lr{5yob|}
zc@i_2oWb&eWX8S@!-H@V@t|!Zav=cDh74*jcw@j8zK~!SZnx&;L$;oF?><<t0UyqP
z)i__7p3$0L*j`@QSyvD7daxj41ZFT7-h*))jOgIW0kQ>A7wo&>*Zm%Bx}6WeHv%O5
zpDVo!_xzzTq<k4#IS~5<IEVj#czwY*0rrVYy|ZAt0JH|chM#C~Sm|db2WH1R!J0MO
z_r+W*GNguh*L&Z9m-q?s8qaRvCAi<d1qvyKnl^WK9J<^4(KQHi)StaF^!=5gAFd9;
zc|BaoYWa1r`{rQZ^?vP7+TQPbwP(7AzwR1?b-HW#o9_N|y?vLpz1MX;HwL<H4RkjT
z^mPvC`hLsxHKzN*%p>eGhV@(W9TI`}R6jU;xNrwEx+DGy?sc?h*;rDREkRkDxiM*S
z4pZS|PqJF+Y-jH5WZ~pu;XrY~cv4y6V$V!JO+|QgLtIjUw_0jxE48#K^zwNvC;!Bn
zbtg7#e51T#O<H<kSXi_|u3#|y#G=y7jQY}27;Vc<Nn2G?-dIspomWtpl#&u08m&|X
z3ndy3FPP0M3y(gt_u$=6zP$MMk#|=$<|uvTj%c?R7BQBa$BAS~GH;O+Hk2<pzVnT1
zU!DE-*vY-?x5WF0DBXn`saK+Ja7je+>V({N$%T8%*L<`8$QQ4_y)nDAA~tnRPVwvY
z>rU=J{N{!&F)Cj+8slbdO>=Vec4x==`xGa|H5TS<t1jEKy84ZVn(Y;ZwMlT$_0JDf
zRX}uDUd9`x1v~OG)~Ci+Mflgn1??%#*jJIWIWx8*%qL00%2kP9FU~x*rQz#co8PZ1
zFAwm_lJV<d;w)T~=P4>xdG5(f*`J%)2<}`jIk*&7`T4vW8{Mc0h{n5W939e_jADrd
zjJpj%{?JeHc16MQ)fI<|vupgk3&i{ig{(>;FOf(#g@m42yZ)Db`_J##^=58<6oo3c
zvx{Q0(iEQAzTQx}@p^gD2kRS7ZQXFVytr5)izB)vy5UptxJ*1g4~H*sbIWqWCSV*w
zoh;PW%lxdDhdNuPQgO9jl68TqdX>CXEJz^}V_dPZID9;TltiIN6DfX9XqkmA&%`2t
zKwF=hU7wU8biv#FW0B=Q7UQg({G{ITp)oNb(It5$?;k#Tc<=j(5m`cpH{Dg@YR|S?
zNp!JdaH+lky|LjX(P1S@St5ht=U@x)Mt<c**B75hFM8S4WEs)gifL!Vv@|DMniFiT
zNjMBg#P{)51gjJpsX$4>(HyLuEtXrGykfcRMayL`*sOTTVa1Df%bv4b@w}DoQb&pt
z&0nkzl?Qs#g&Z`QYKwL=x5JuP5X@}cov|_!&5tASVex_3MXnTou7`rkM=!Inf7ya=
zPo&$EY+tfk@weq>e_LVo_m#H)Fmrj?im<|oX64GVgFat8l=&KNY-azmsq-=`%t||)
zg(DX1%_dfMOU!H+nc6NkwO?v3BC)EoiuSDCx^30kwZ+vHskwDIC2wxnaq`Xg&Kx;;
zboarE)PhiG8{_*j$TExz*Up-1Wk#^GB)htRe;As71+GpUCu^$pO8m;jE_UVw4pk{&
z`w%cZj1v?3GB^x{mpoi7@UynUFJ5eGZjOP-FBc5M8BMpc!`nI$-N;<NK<TRrjtY%S
ziA&E0e9bH>$Sx_&DJ{w?FDa}nDXJ<esL0PN&B-o?m7iBuP*9#<P?nWln2?wr9g`Fj
zn;aXL0;i<ODOuS$g&CQ7(J_g^A(4TBp?-crKE8o!b&y6A5gZg95D@Mk7#bKH8XO)T
z5gQd88KP7x6lz&uxL-(g5OgVr#e^oNC1vO5msV6)*RH9p+gMms7Z#ot6r7rxQB_c~
zuDEhzQPsxWinZw_bqV>E@df26rL`GljoD=z3d*;ZRP8LQ-dS3?y|{d9LCMB^2tX@b
zlasqDHLWZrHd~{K_f~~^diwME3JQgbcVoD@L8=5_>fs|-`U@pq3h%(Uq^zX$JR|pl
z&CCeB#t}2%UVvVRJ^<4%%)51uc4+l?MzlXnYrlM`{{$h=q4%bB@Amb4aIfcMP&wci
z{tf*lP<nL}y#tdv@XK`!{;cmgI@5dj5t97y;REeEqrFF4bl)1F_ZOpE7{p!}UWVWB
z@Ov8^Yk<BmFaN~t0K^MAEz+<C*MTRrGecMA`oDZMaMW-?{{*6Hg6iA<;U84rCrU3O
z_RiN6j~bO;nC}1UJiQB#*I*HWc#78HwqJ+t0Q5o~z@Kn$?-%+z>p;l_TmgJSyr6A6
zraRuA>OC_#Jnvgxc%Km3HZ=^<0p}67Lo-a1feeLAlpE0(pcjFh=0;HejH)l<-+-qb
zRPo*uV?AFC_FeAozuh!=3!ZbBwfQs0@9&;o#NN=f6&$3GdW=Ks0KJH300b@ssF3Ke
zMu-vn6B+h)6^y)rHR9P^vhn8agKc|z+YWa&z1Md4$dlFEbY!gkgPE=q(><R|_kIPv
z49M#JYO4G5@y^djJHHz4`hKkM=NbL4v%|M02ChSm#c<ChefK4O&sD^?0QDBg<lXm3
zhFHrR3o^tIHwdE98J)nurJ$&{Z<}e_GTgMMqwU1K?sIqg@7&XOw2gG=##&~^e!V~X
z>$v{jh`tkg|6t#Py>4!1<k4*Rqp{1gkYUpD+HA{qa5y8)TnJjf2~WNOdJSWA?OW%X
z*TW4UgkeT|W@hM@$)Tp<{#FEf!L4cd1AGFzx-qT_p8sZjGo-~Du5>^a8KjQDMRsJ8
z4zl>*A_eTa$SK>*#N_nID7a!rTP6oC&2)bZoy7pO585}+Q@7FAfmo)&TVfa(L`)+v
zGq?{Pq)`n9LpaPrK1-_eyjoK`{MlzyH*Ua!jgFey`CA(N5A7voNOAU&Bco@}jzP7`
zvEzN)ceE80K6`IQ?nM+-1NwqZ7nE}_jX=N}cz6GErFY>zkEp(5<1hzztA85!8PNB?
z6no*@!F^#EvO~}p9wDIb{7)RyP7U3Hse#!JIKP0?haJc>tlf`5?{6k^fL=uAHC$ma
zw6N`I?|k>R_T=@!udeFPT-ASnO%E|OzuxF?|3%w>v3KNL_r#g5=`TB`KWm@<q<!XO
z+Z?n%!-9=dZ8H#({CWE{<Sl>OJ^54b#C7fXz5WqE-zTBI#tk?{(jqX7)D;8Z8uubN
zb%lCyW5YP?R8P>?r~|`5++V@HW-AFcRx}KXPopSAf<V5zuPch>V1;wAKs%Z{JDWL>
z?XgOldyJ>5C?u*rK4pDUdYNC4+8OJIa;**w*;i0}Z1tMAs%uxp#Af*T#LMN;a(S#u
zl@%S;SYEcSx~3pKGdDG(rlev`Rc%9AWkq&wMnrU!mrnp!7{KAjNEMaQ2}jm#`ELJP
z-|jnnq;X?)SWGyRC$x6tTH32g3<ZvYdBsFU<$QMF-L5M)ubw{l-tITEW0F-uPYAU4
zarcN*2B-T(Cd)%AqqB~``sRl_4%Md>6-A{s=9a&<dehO@553m7DcnoVbtCiKU}Bsi
zV=x0Ck|H>$G%2wmH)nle!MePhnxuqme|5UIBHv$K9~=EfN%6so^6i-!jqy=c;ei{{
zV?W&5@X3z#ua#t$2CIT;u7PAsuF7LmO6>b}l?TfUihUKCQvT}jp!(3jG(J01$lVkZ
zu`?;YKG3gJE-R9XtGtxkqNCPn0^<p88avx43_2c<k8{K4i}|}V5>IZZ`|-f;&o(vG
z_^T4Aqy#cCkxWjb(KiHz{JitErgx8gxo+cz$XJ!5v%AR(4Vj$iA<gtv)yBu{udO__
zbL;m9_kFr~!}{omQcsU+Pg$*0TFv8EF<E6)Y5|#$NyNsYZPn&W0<4y$5K%>3T7|^D
zRKU(4yCvhWDZt4DLMoAzLL?`XsF4_)!qket*u;I2iI1~uv0reWuZC~y?DYI%r<a%0
z?9o9U-nsFqt4pg7zkcAC3s-+QeX+4>bA*42gyT<e5!kFCI$F|sbU%$xdRk&#dU8XE
zrcf%1b;EgETXL5yCcXF~7S^K0_?4zq3k#~58PU>`<lsOf5`<zgB;^Jx<N<uH42PxI
zT05Dqv^7~`wfIHLSN>tO=pQzVp0j-AZ)S`CX14N0E0QB6$~Q72GBr#YC}#+04j5Nc
zYn-VS*~;GC#Z^jxFfz83KqFf_lB^s>csd_TMK8B?SY+vDfpN3MIxM!eeBRvRIa8bG
zR=T`shJVF^ywsX%Vn<zJPg-t+eZ|cA`DJ#0f5rCiuQ<H0#CeekX1TemsTI!5nqXzm
zaKx}&a13YHaJkQ0+jjr-+3Aa)pZ@N{Pd|S1osagvefHR?OJAJ5`Q62{$3EFq(GcYq
zMZ>$>TH)<%NcOg5J8KeLRk5`sSefC>mZPjpU9nCqv?IfGsWW_tM{@vo?W~{)n#^I!
z1O4K1va1sl^2ua@wG9sA%AheNLaDFFLrr&=!V-D-sC<A#qvNBJGZM3M((-aM3i2`w
zVdZBR73P%|<d^2<7H4M{W@hFC>jLrS<(I(QF(D}ptnr}{(IH`x!6D%qxQ~#q@bJjs
z;7~7bmDEEf7E44Tu~;mXN#)?;^_Kg=?3mosTPBlxD&$_iUJ4(%P{tQPz^;!(?&~2{
zioE@lVD!xa$S$v}gyxFMhV--|xu-_J^YQhK4GB#PiO2|z&J2ys)WoFuL?oyp;{)Q;
zBGQVI^XjsSH|3SST3EilsB(Kr)%Mcr?d3JwD{Hq`RBtUU-;iIpIwP|pF}WZnE-Mrq
z`T>#9A14$m#U4KXn#kbr_`r~un1qb-nl+`>4My$-u@@*85EsN=C~oT;?FQi&R_|yx
zOt%e<>xPG$C$-<sYEL0ayf8x5|JG#R+ugk%-_@SJIe7k-{z~)kou08Sr2luaze9h!
zv;VvCz7HPi-bUQB!ynG|zB}A~qNV==jL0EwVZiL6TQGG6xjjbcg#l$q%Y>+?1>8Fh
zzFZ>!%uMO0M_OkFf4<-U$)f>CMLYhi>N_>sGd&4axuEnSodWQUNI~2GuF`8fhQgIo
z-DoeIGJsD0XHzY|0Q@)id@_7@JzT^GI6=4<TFemceP^=on?L7X!&PtS>Vnz=kQ1T8
z06|~Co8QoPf$IAj^obZI-Ht!jAB8iH+1_Ily=Mmcer)N#czfW=ouQkMk_7RgaP)*@
ztD)Qts!%(jhhn7j^h66l?<N??LTtlEJrm-yplb}ug`2jHG;JSj+BtY{SO1-zy*Iaa
z-+1+p>(||#w-0sQeXr;4ySk?L^ewR7@4NS2d(*MIt)Jd#IdkRSxl4C1z`Anx!nJ!p
zG`IdR)bqoX?jrbRk^HWaHds?bcgF{Aj%a@cn=v>9pp_b;IzYRJ!UzZw8ycKXnlkd_
ze9{`wZ`()X&HJZd3a|N95YGWnkt@{5e*tnN-db>Ndfia#Zf)m#eSKf`>dyB-G@tI<
z8Qo_Obf3)heTn3R=$ocSyQjxG=SJ^79KP^S_aV3%z`6h#yz^FS1Tqg9Jjri>#{k4_
za6U{m?*<>mMDKS~`r9)wBsH!Z9c+itV~9S6M+m?Id;*s?U~(VI2*CCUu1<Ir;Q2S4
z@qx()X~G3p1(2`7TycL6u2#%VPt8t@&y9^t4-AjC>vb1~+YXF0ZJub|Is@r&^8{`P
zzJQ1H8=n1UL!G}UKmF5A2n>0aRE<f|P^U6^_3FdXQCQHI4U}tiGJvb0H9M!Pu72Rq
z;jwSOooR1@1sl5kZ?^x|Hn{LUjofS8|ABr1Sz%zUZD67urT`%x>_4+N{OQfW@eC9V
zwRDhp1|bjNodDbLe+j@(slFpnr``jZ7*oAqV)?x>1a_EtZ^Qhllc9yJecNp7mZ_Gl
zLv4H8AhEdj?3Mlt7Y8r>IB@01{u@8_H(k{B{M<8gp$nWI_aUPg(k=e|Lj@5VcpfC^
z^WFC^_fGw)9lodQZ|#TkC2jXWU-y8vW1zpif2gB>xEu1#2a$bWH>d@<0AkP}5)H1G
z!Mhl|!4UHcHVN3lpmrQ7A8&2#>FI%N>VN+8pT^(t|Fgg0+u=^&uHX)_7%|UX6CYca
znYJo4IMYiW2?-DGbQzP#r(mFZ07rAedy?5<LeDI<rYJD1z$Y+A=AFV7=SUT6B4f8E
zrLK*REAUYVlBvEVa-u?6m6W`vq2bW>ZF@FuTwhaLn3<CnpPU+(oF1Q&o1C5%mk0+c
zjYKXXQYCn@h9gW?s>{OTb`@59_1c@?>^=MzsAox;8A|^Uz*-WEXODGx*+fC+ytn<0
z=AW+j+-yDn={M!s#Y%x3`g7^dWCcwUCh|}6ipmT~%neCR4~P$w_y>vAu|DA$;mO4*
zd8KLjx$)`Qu_<{8X^FuR3XXtJq{`?lA9ub+C<zmLgo~x2JV5}B8P4WHh{W2sq=TiE
zhfAwAB_tR5`b4tnS>7J+uBkq?ef_rF)Epm~%GFV5y;AOM6U$|+Pl(=<5}z#-<$6kX
zWu)v%PtKK!lG%(hrDvtLGFQM$XEM?l^jvrM8ik@-F3(}H65ZTl(C9D+#{g^VIFj3%
zaLu9e{8O7&?<>fPAmRjzUy&|b7GP(e$>MAdjreR;<H_39s{=#hX>64v3P#V8B+~rA
zz@pHQ(umNK@Q~X0=xupfZ<ZCmT~_i@ZO!)^H=bR+`n}|oHv)rq`>Ho9<qa}nK7$Z!
zZ4zX;Jd=zqcBdAy$mwpFFl+Nj8>>7Dxke;jqx7zkcqHQpA$Cqdc1|jDTmCD{Ma#`K
zt|Wg~5@Wdq?xkfU6HBJ8iwIAN_0jBX*zoPiFFJ3v-nn%5;I4P`Q>#_dNFqvLwghXj
z+>Jr>^7BefPg<RqwJ9l~J}9tIEQ%+Q{O#?<D^@ZVEp}V9#BHS+&B~f-W5;xK=D6Yn
zG=`^0?B@X^R6-@4&PSmMc6KhdHZGRt&L&Ikm%d`Z>=nmlFWWDD!FuWQRwgf65}m1u
zA&DhvMQLFPff8?~3m#`~OSW+!TifH!EODk5BuiVsV7r%=*uT7tVCe`Q928qD*%n8&
zCy;FkcuQ9o6KC6(ES+C62iA2rv*(ytGnQIV7n_n6tsuT)LRe%%T(W{<V#c(v;X9%f
zL`ndM7b%lx1&7sV<*v;yu1HSXT3Pessn2_F-0Hu5ukY8pZI`ay`1Xe%PJZ#_yT<{5
z_pI5R7ni2w%N?yS<}01?cy|g}h<2gdSm9PIb6otg)yvPDTbiP|EQNsM?EnS_b1cEt
zornWSb|v6A(UIwE8h5<^{-?WlANKQy5mK?IGB7MEIV-=suzXc+ab<E=L3m7(CO9&{
zKQz!c2zp`sy#l--)<7f|@uUK-SS0Wei#(-Lg<P&usr&;qVNuZu5z%pe0YOTYufp3$
z?&U30D5NqOoN@?+LXk+s<8$eBDv3lOk=&?M5}VBw3q?K(p8!>$8XN_3m50>B10YwW
z@b*<GR2~XnsVY$J?e8g72))(v_~h7JutF4;6ocs@uRJO|8M1{T7~I8?206nHP83HJ
z4MX67CB%iqbfz%T3@(u?=XeB5yb~0D>At}^L6Jp~@#S$T)yWyPY1ws|x%Jt3^*Q-<
zxdnB31*`H3Yl}+jt7|t@RIka(Ez8I*DJZQ40CYf$zuc{^-_W>m$F|oF)UDfU{Cx;A
zFZ5P`%nQ&9S?;aF&EWWjkRO2Fv2i_8Z#2?6tv!8Td;HPx$AFy=`woovyxp!lb9eA+
z>+qfK(YArHzLANc$!Rd@_I3^Y*wgpv6toQMk0N&5;g12mMtVN$9K2#|!9bwb@EaQh
z3Zv3%@b~@>y>JACVIt7J9vTUDY80y9kW90I3v>OS0s20x`a(~^+*H32dXYhS<a+V{
zw$f`naF0*GK=`0`v<FTco=q_V=moP!d)M*Ndm8{&9~;>0Kj2>QevC}Q#LdthP(%^*
z{a31Q(`qDesc$cG)YgCSSbzNC;IX;BBcnaXx_Ulo?)$EJ;08#(Fli2Y5gaAE5y`y=
zpm(h8!>N`xz;ytISc8~sxQGwX+qMzLrY2ht544|b>O6bB>!)8jFaO+j{an+Xvv=?P
zaoubFrm6kA=8m6Q+i!HXw)M8O_Ox7SZ~MNb>r6}Emo2(4ng>5`8iIAYW$;3K|E-?B
zfx&JV;DR(}c!_7HM`or*CdLLv^-%lU4HI^tm%<6rzu{g$N&rj1V}N9R&!v&hGvn<?
zr<;*dU<18x1M$<K+8JQAZ{LINJphf9t=lGAwt)%_ri+P|U32ZbAf0ut1uE6voa#Ld
z^ou;n-5<_%K!DW_B(fD|>yWby(2$Y)0bSi7fUkwoHW+Z5>^w2r{q1nywUL3A@!|Hl
zv8K6^Ym?e@5PFRCHS5~p5yB}Roah1Wg1ra!e?VV2^)RMaJwabkeE~BbKYnEJJV5lr
zJo=7I4fc$-wGRH$to^pN=VVXE+koy<fa1-K2JLs(AC$?3=sW$>uI`4Sg^X(4HadIz
zUfVN$>-M9mDOfYj&4ceBF*agDrZm*4bgx@K@b=rI-<_T8xC;w5{v+-kA02}f!jVz!
z(1>mb=Joy~Pw$^XFMJZoS1<$=-y4{Q`8Wsxel{xY-?QbjUwumT)%FkdT}DnPTV7k(
z5N&{75Yp$ZGKkEJNcyi%b{y3Af7Lbg^RK#V7yEAi(AWBHFBHZMe9<}bdB^x??Ngt%
zfi(T_RO?f@7SBEg<7be(3xfm=^!r6S<QUJM@0z;aJJzh#cl8f;^bg(Aj$iAWx~`pS
z>Yvm>gx>HFG;0{S7v_Qiec_D^Z)YU0d$1ke&ahv>-t|{-FW%L|(<7#`Y)5_Vp74+y
zxknfzJa|ci<N{wY(}RO&@^Ew|jrV_eI}flX@Adt+E=2a;kc1FINJ1u%MM4G;Ad3t_
z1`zfT1Qi$Vy>YL)I&5uiYqz$x+HJS3wkops-W%<?{?AL)<7s=&>G_@0KYcH+7aJgC
z_<p|k_kQkM%Ms<q%L?OU7EWw-bj(7&WJ!E-r9!h(mQpH;2gk1{2qVVg(uJaR`S~v%
zIB@aI=@WbQfMu{aCqE0OV)7R*FJHcO?dFXu))r^v=-`q`W(tY))EG&IILW{jm&$Y}
zR&02A`~K6bx9lxhR%yt|63ZlEbgCB`=jfdr6?^W$sXNzyYWlhU<9Du>=a<Js3c^s~
zAwD=NiYg?>rpD?FlC-3#L@`w)ritR1afzHnMXW+A)tOc1JVRc2?xHp2l}mC<Rl>v=
zawL~P<%Ln;4kVD7GHSGf5+w_#rO`Qy6H|6%<eynwd9q~r2DPy;MyMr|ixWf_c5b?K
zxN1*vZoY&s!T3kI*hjlLs={&W(=<CWO~nFUsYq}zFXvERPFXD9LLukUX*rY#GajE2
z7FI;3FJ^O=^ZAuR;aZV+1uv$M6k$eVRNmfNOi&RodX+k9t0irfDoKS!$2d9&934{v
zQA_!vD!ut^QQ48~!o{)i8Pq5<Ey@(hO6SC63PpK|iP`aSsqAPSJ1SQqT$`5q?6QiF
z_UyiO^3;t3hu$nLf8Ln>g28lBr`;!)uHw**fgT2b_lhX;1|fTGOmulfxZcw()x)iX
zK-er4o-&$_>y4|}F~ua>LTY3Ig_(|z&|vUM{=s~AKdP;Bgq<tPCnyGk=i`VO3G&lB
zs=mMSac^x)^UqCho_lY@iana7oQP0?s~yh84i_FG6!Xm{{qmeF(9YMWQ<jLuxpcY~
zg%-KFGwmEm3+%(4TqE4Qs9wHcQjHA3bIDX;G+WBzCeS1K1R^64h4b<W^z;gJa|?8^
z_jgzj<mwdS?u2!<M>*U2gYyCBAFh`f7G@M@YtrR0apV9j#@Rj0)0g1oi*xk|ad8WE
z^}sl~dd;5iIct89y=#~U<RB0tgDG?rnHof<1Vw~H*_mTtsJ&05dm!I4fbZ(fbM@r9
zdc}D72z>+NP{D~Ip>hIIO{JN*JlM!sVKnV1DLK1k>(v*|efr9U*N+^%boSZ0uf86t
zts8_+&fC@X-+cegdmp@h;>@wlJ7814%$%*{$1%gG7+-8CmJ%12l9ZTAr^N(g$bP<|
zULF_^Hx!JdspKY|+7iVSQplXxm}Ef=bbv>5Sd#p_@?E<QzjXesBS+8b^f0C=Rceip
zn~+<)sHkjd@sf({;*u1-AwE$q62`}JMX~Hy-b|7$BZ5gKLA^4APK{(TSW&Rb;|icl
zO`0T6(dgA$eUe-mpOl=CoScvZp4fOuBm-4f2<RFwlEevP1>Bez7N5@&i(+I+@w$|h
zj5Kprn#H6sX%!loG$}bTL8X#u;FDCjHcg&tQfl<FM44ETBF)LoC@X{3w57`zuc#<n
zX))%r8A5CT$=@>+G7=pf{2iSF+`WQ5{6bv)Fiw6bM?bVnK$tg%5g01K661*sc~lJi
zdyp<p%!-$RJ>MdgS(24mDlLrH6`L)Kvho%eFIu&7&9=&QJC-b8U$%73;^pgBuHCw6
z`@Ws~j#V8wwPAaem3txB7N8d>7nI)W-n%f}Hq#~10@9`RdIZB(keWN){?f1guz~*S
zbnBU+mY18mzqZ~C218&%WMp&@CevXarM>N=&X!jvdSC_(Ii`Ex7;Jy1tL>AP?q6VU
z7xXRw0FWtQ3$LrEYsT3-6W;_g>`&-I;BWxh7P6!unD=2D#ZV_mf`GnLNH*GURo}_Z
z_ooJLPmgs@O$<(q!ysGl=s@cj%w>09hb)M{F1_K&`~3JEgh_Zzn)@5!!Th-g+V1{t
zb-3B}O*K3ejjs-Yta@(?G6MFe^j_<OgUmYpE7kYj=1K7S)@(=67s(nu`2ZlT{q%J6
zk<o@DT@9z3nqIGK|Ke`fk2kw-zyT)>9XC4KzU^y#f28Kv-&q>$qYnqQ4k6H6eYC&f
zQe!i8ebs|C5e$m&HH=)Wo&IN6b08BCyC8@aLRn!$*&0aoIE(eQ8bE?+DAoO{b?k1}
zaQ6T*?gR-2qeyxf?D9{7t_$;DK!a9A7tSH?>!0bp*4sSNep`Cm?+&znIo5O$dMhSs
zkx+%1kg>m0E8?bZISd9}#ItdC<HYR^6HvcZyA$vpmLWjP;If9UWXS%Vs5?FdZeB1I
z%)~Vy-p-k6GEkDI>Z`_Ub`Rg%J5YOku<?z)*3Y{-?zDF`xA(Mm_uL!p{%o@I9dMY8
zHeDQSdcU{jtB#Hu*nI|*3G8${-0XO??z7%=NMwb1H^|xp?tSn8sYnLYN7|Lgh6hLc
zJBJ}z<(_p7b+hw2n8O<z&UM~9Xw`nl>i17Q?)ZT116WA`q9aZWBs636i>l_0<-h0N
znvzoR>vp~P(&(*Q)7{;0j8|9pU%K3O_(<L2rB*6#T)(mH;Gv#3UK_go!*I>5{;MDU
zTkeJD5nTEZ1=ic!*M(%w_6{N)AOG;y{y%&Q-_+X33?aZUD+hw@f2sPyi}2mLu`e3C
z?lj%(X?V*T-2krvWR--tM;<1Vzyk<7GWVNcS+pO@+Qyn*8fd@T+JEo%K<Aeo9oF~4
zrN)uB>ZbmC8b=ry-Z*vlKWiNSzGdX+)}foN!(TQ}e9}AxDH%7~Cm`VsUL{?<-7UQ>
zFbW4l8DLI>e_o&(172Ft3J1^&t11{z{wuiG&xaYsRFyB<S+QidC{|C4h!gSEviLM*
zf?h6C#jzyukpdM*oW_sO5+_;sae8XBp2Wzcvn>p^DS~OHMCPz~FbSolGE@}0Hkw_a
zQ0}Z)c6963s*M{f7cVvG3|Seudv+ao^R;)ryZ*z+m#^*Kusz>kQ4146=vk;uhp;In
zBSuDMWeH^^^0YFgadC>dT%DdFl0y#{(H%wg3pFR{-hTe#ov(lS>Z7ku9XhL(8^{pp
z8A8RujE@^G%qJq25}(LYh!|24Q!3>ul44ZxTzNu_LN3-M2~~n9iIkt5XDnEhwJ2L_
z(I;r+ocQEOp_(0M;3wrsRQY0MHcwh4kX0&7yG%vL^Oqe+U$`VzmK(({iWP6mwp=}R
z?2|Jm_AboN6~;)=0bEbFcywSkH@Ye>`(R;ynM72`<E&FD*Q=BzTuug&s6(TbzJ4-K
zFH>;HYN2?$OtD@Zw>e&VP^Ukj(XERWl~Ea4xKMRqfW+IK@9ioM@>YdmbE26AtY|Zl
zm`{(~qSPKRT6SrS+cd@<`iyO9mQDJMV$j^sScaF62p^U}A_+pUJTyvxLFpOvjr!EH
zi^|?ywfc=E6(`fo$CcW1hV*9*X$NG|H5^7Z#wRZ%V4H+@B2{_Dq}!Jqzc3VQ_VTp&
z`BgF_U(GA{pkn1q+4(2*=7U<p5kuy4g^TtXGBZgGp{ozm)+N%>LxRRDDUmuBzg%a2
zc1P8>?_L?GY3ZtN`|#q&do~?6X-k-7h@%Jx?hOuPGbl2VAVV6TA1BF+6<Am-BOzSo
z;l;9ZATI#!bs*Y05NsXr3!Flo+zH+R6bvqkNQsG{^NAD|RN{L2q8yw(=G!^Xo#!%p
zwwvvIe@}OUzc<MT>;aA_hk2fUu4q0ZRw0rn#l&++j38$Z_t`eS^A`lWxPh=3jm1R;
zheY@V0s8vd*!#@0M>%>@0zxCP6b1(N2qNggP%uXc_r{T30~k(TJZJYfcTbsrpe_`j
zNu?F>c;#_%%aW5<s+5&l&8BqozLMgz>(;z|aR0ZjUFiD$Te$4synN}W%a=NC+~~V~
zyZO8CZoL1&+o#VS-MFPPzbIdwYK%{cXG9Zxg0S8}k(4N<T(@{}Wm)-3sWc@jO2FZW
zdE7WIM<PqomKHBtQocIfly6MSDJoo2kYBFVn3W2Bsy@S#Ram-cS#JKqIH{Z$E0)TY
zB56`MjSjsH;S4${l0l$S!^sh35`{{lG02Q4YBV>J2jyi_aiT0qsZwfEQnV`Tq1LH&
zdR>~)V9v<M%C_X@X65B%=2%P_Mq|1m!(z%S$SNx@1~dM$iqeXTl8U7ZSFJ4Dv|-h@
zjqA6pS-);+Wkq3mG5B}Q=@zpwCmW{YGV=>FVDkn{6M2Q{rgV+TtSQL1EGa8ly?o`y
z$_-mqZ&_JZnW@W3idC^Fv5*)Xf{s83kx&>I$|L$=!aRbo4&H(DU4!O2qUSo|7r2sL
zeVP8)m|%hk8!kfQV|-CePk)LR)N`O{Ap|y=9vjJtj}gh^pusK0s7cGx8nRWX89Gx=
zPEmR3($y7}n^vsbYUN(&DTX{B5O}Se2HXpYzP&@82+hu1v&Q;sraIqx(19eFfpK)I
z?ZwfyxBL5UBcsqmJ;==<+kbR$XaZ8aYI|EQ4K|&h>Vb(ia00(H*7aIj*C!2KH(R?K
z+I!lqzBSlchdn!x@&+M4{*RIz9%o5Cj8UBg-@@Q1pl{#3KU971cfCH<b!npK`uJeu
z*l^eAKobO=K{VM^`z!amU-|3O8~)iv97J+>aIEWyCski?8Z@<i1(#YF+WODA7x>{{
zsJ=jSP=&T1iASj2J`G0P>W!0N#Dx*3ds`=JwnKwzZ|xC4-|Dt&fZsC&eyy?T&5pWf
z2WpOtLq&qsI{|<Pv<#)I50&0C0KJ_pH}AH#U27NwYa$pF0bGF`{u%dLui!9-5A+KM
zP|9QIg)f1x1#JGTwf}Z^PwPNWAB5r#_XGOENY~63|MdTzd%HS&y4nVNTPBB_rUz~z
zLxQ!>LA1heTndOe1h5bsuuTWS8a-XN8*y2~r;YpJ9ME?Hae6@W8Y1(;EfMSN%maeh
zuxqwLd<2v)_tzY4X?~-r{qy#YAKN>to4RW2x@(b+t<LM+jV}y09Gz@AJ=J^~jKO`i
zFEqA)1y}+=0?-RD2AJYU)_qU3NCO~()xoOwLdqFr9{}ycM|WR$TYqbPUmXa=*45LG
z-QNNF{@n4&owh4h?YF!3=t%W0xK~K_#hrCP@5sWZevdUYWBB9EP3!+4&jGx<9jDLq
ze{f~^>u;?7-r;Y*9sKy?t{2Whwu99LQBzz3ArCE8RRf=WGII0Bfe)|zYwiW;g+RiY
zGP)jsURc(4^z;JHBe87%9s0t{1JD=Ze_<XCqJRN?{~OMPmoE5huhe(kX!xqB{<Xo{
zqY&Kys{X^Rfya3ukeC6l5U{mFh+OAu)BRtLLB85h*S-GXZ@QoodffV6c%ydu^_u^d
z!~ZV-);@T<_Wq^1>G$iWF4s@LTX+B6x(85Z_eIOp-LBC#NM7q7=o#pN<YD+H8p<?b
zK?MI?KWv5Txe2eazleLiJZRL2<eaRvdD&|t=}Gty4mVmR6=`J>ZE~za5+#mf@D(f(
z=)GxdVOnI2E+R5DoNge}^#p1PHe64j6mW$_!nkxcw5T$r;bb+Nv)G)zsl0si@)gTV
z%guUoeqQPE6VF|{`sJOUYd^nsef#?DMR3hD<yK@b+_rf2n%puyB&^~YVjL}*%*lwA
z7bNO(6SNvu95a9r?hzb?rDiJ3FCIJh+2t=TUHov*wnHL5Wa5UQ1Brp&1b2IspEI5w
zDu|&c@tMhR@ED0aW+Fd2S-_ITBAyL#D2hrYuv6vf1*V1B+T3)RIaRDSiZ%H%bD27O
znKpNcEIp4a&toMn6=^rfGWVt}+@{DbqKmU>G0T%v4wsc(J9*;D(ZgG_E$QrNQJ_EH
z$15c~tVk%>YBp{)8j50g`E2%Dg<>N(5CpOLG&)R*rJ;k<g3t@8j6-_EbGZe_45njg
zrWbPZpU=)as!Q9IC<FS<CJ{Lf3y5={W_dUn=n=cKGES8(+G9@Nu1%{lWbRGP*d)_!
zQt0=Xa`##ax0-TF6Xeh)%<>OPAX8*?MjVmI#h_^(?qW2$JU#)w@TevGs3Co~RK71>
zc2=8qMyIPvkgQ^oGXp$w(Y`yx+>@!wvj)w9r1-^z&}<*?9ADox4CWhog`cim{Z`SU
z=gnD%RH=tG#&h|l2lW~0p=7?D8)J?=%fVe1Le$ZswG1|7W$Y?l`r3hG-@WtUx0gS^
zaO(9<tE#l}JZiYu!<pb{i}m%SW6^wKSOSHtpi)#+Y6_L6#^DoPJtF7Z6Bjs=?VQL9
zoJjUAL??HWyD!BL&A^04hmts9WEPId2!h-NpCCJD_qn!?PtS3Lwm^G(6b2JbB*fsc
z(I|hir!&gW4NVTAMw6o1<fsS?-pkg(;i;!wo|@&qz@F?E0Nl&Mg)&gVq3+&+cFx{&
z?fe(G5WF!oR5%SyqM%4b|8TrdSeQpJ)y<#d=AG>0n;wcQiDIsfmu%Ol_N5yS=U9&9
z=Nu`@J5ro~YU!evH?95P@V*}|yx4f{%J9t}dcObqyNj=W^xT<i=broExic4!9XY*i
z>*mr$3w3&ROst4ZW#huYbP?#_6720C%Z@RdEUVXST)twBT%n2Ki=|Qp%!?%_rD!$A
z!h%Ibh2?4bOs&qGX(@maGpKoyCMw`&{8(|4T$QXy5yr&}B$9YpGEX83hC7Z92n@xb
z!*L;`Fd`*_$&BJead?qj0b39+j8`No^%@A%&CCQtQD(Lopf)|zXwCrQHKu2zXJzFS
z<QFU~Dqd7vSW=LkZ^_C{&nvW)EiPQQe)*0a>#M4^?BBPwYVW4~Rhy3<+;wdK-a|Wg
z?OwZOUHQt2qSCU0!qUS0MGNyw7v>ffWfm4^6qjTc7QuH-&CJl{W|?4JSW&X5vV8fv
zC2Lldt}4x1WKw2`qZ61!4uudM9?HapP_ej(5CRpACwc|poV`O9xP{uf674-`ZvIgL
zAp#6RjK;_MqFIg};q&a#v*!EFw)I=!jB@eBdIf~}V@RkFN+>Cc&Jsp)#gxbx8cPr(
zPEG)`hd#q-DYSAgWS7D4T6OP3xd6PrVDyC)-<e5ggtf-|tM7MS{1v7=AStWw4KO^6
zw_o{9a|B{?7=wMyJHst+k2k;gp!ao{K7+Ehq4w7ry1xRA7h(iJ#It_%g2079??1gJ
zKAbI@gn6HbF{;qH29dnuBQRfI4SYKd9R820?{w$Oli<?q`FgDP$Fc5jCOSWaB-{HP
z&@OjjX3lFS+qV7XvGz*?-M4!C+K_ESi1GY$nWF!P3-@nSU$`EDK2zI!tGnyQ2qa>G
z4b`gmwu8U7YR2DtZlvwnNPok>`&s{7^+kNAFvE4|p`Ka20gBZS7J?1&84Mn+-riYz
ztg+$6n&vlan%`<_e5t+encjPQMrw9US#xNC2|*DBjjIv%{r8O39v^DD+|%|`OGoRi
zw&4#O{z2EW?iasZ_W*Wjfp0I>--m5zxJEyD0HT223q4ujc)Zd$d8uLaa%2Cs*4A%2
z8>;*2S_bRd2OB#Fn>q)ZVK;y3K0MdcKz&dx0k4yPtM|ff!1DO`fUmNurtnRsCkBVQ
ze(rDh0J15D?j9b5T(6papo{)~Dh(0Fk$8mX0DBP5fh7Z^@;(&Ik@+>`Aw?p24^7m8
zH3BB%s=DtTZE1M<UdNYKy8`0c?Y?(=Ms2&(eyzFgnZBAmlSsT67=yR=-#gIIdKuO`
zKXv~A><Wq;I51lv#^i}fd_Y_fdqL9%=mq+PPp!YZby5jTLBPGh%+|W_$77OK?YE)f
zrH-0oJ$I{m@9Z47vwigLj)}Y5CaX8Ys|$MThOcgDT3_;ey%$E<V32L(yYGiS{~Tu4
z;28S+i;*9G=(}{Oaou_($QL3VW-`s-Q@~^RUjrZf3+~<A`~6o?>Vedq_4agh^|W>N
zw8EBrHw0w-@xu1sy~zInmEo-l(GU&2BM|KiQEBipgI67xe&OW@i!4}Pf%_M11OHkI
z2IzgOcKE~E#&2rBs;j%u11c^+uQdew;hdngg$=1bnXCur_Mzd17YAWbcd)f}c)WVx
zZ{KwN?W2~zLA&2STlf8M|K9p8v&K-sh+j?jXnpT+LoXP<duw|;@AbCa>4B{TXz089
zOV4dcp1jj{`>)V@gZw!Za<W=ks#Y$f5aUA7Y^X!!GNoL)ghk@fv9u^GMMR8}lB1;I
zbOniNWN_2zoKyl$i;pmn8Tp*pRSNBLr8a{jNP-D-{~!S_EIlD{ai*oRWYNm9r6mQW
zOP5yeJ8<H;=PtZ-?)Ck9j$|6L(>3Wk*KB+4z^RuGojI~$PkCCNnw`K4rb-CWMGEsG
zO|}NAn(&bnKLXj0z`{qWCF(Vc*PlH2?8TQaRqZ^+iH>t}^mnlLb6nu>WE<e)iYJ9|
z*)(Y^OTnVXVSLFbA0m?^;Ls)1Fb*C?3G&2|uyl1oYG#ThMW|B7$kN1`LX~A*ZpF5u
z%8gk|%Ve1;M1CTQp$!9fZt{wR^yLzxnG|cL#V$`VR+TM%Y1gjP>o=6E)d~ug<>Slo
z_0!Pl7Ct{KCdM2cts#+fINaTq?85~`Yn7^HlK9Gm#MKFjm6C+rn$*{puJ~xv)+_5b
zy|-%hYh{aHURZjer0l}NMdu2OHz^g;0KXVtk6aP|a9PPW&pliB*4sZk`@-8>cJ58j
zSufXZ(`9T;&0M22EKX46#>87<;_?#Y3sZDUO&Lp!<^qLE!{M?61BGbJLP^|4ZR(a3
z&89^8TE2KQUveNxu|Fw!6Q5fe9-?xZuW_|s!60vm<*a2fmXZkhK>_)J0ZYQdw#V>a
zGH1M&op)TR*~E)2!IQF4xZIF%V<1*y?-Kd+T+&ldN6xc@F-Bz=k?ZBl_YX3#IOQpt
z%>@g$FRolyx;ozoZ5VQ_Kf`H0+IDt;s{`K4EyBy4>f;?57{JA1#YD0!l#uA*!?Fj*
zgfrQ}jpF9R^hI;9;X(p6j?9cFGsOgI42~3q38MyL2|j_rZr*<OE*|skJ?1U&^7JM|
zMkR^GIzCSxNf(9V7$Je-xPUN1P#6_UB=`q=&v$Ts>S@=fp7xwIH*mgPsIwcz*PrGW
zMD*|tadHo^aSWL6gmv}__rf6U5<a*9J72H49{x7&5l-HTsE`5%V{?-9m?h)orR8s}
zt$b_U>ett-dT~X?v&$BrS+@Axnw4+u+41R_XKugyM$Lzpe}3=n51&1KWcA7w8Ro3S
z1f3v8C*W)Od=-ZmM`c8!u>?<_5NG!g7Y`7!>A3J%R*Xun&dn*ZWaf!PQZ}0phFfX8
zTr8A|1PSmbmmM31kHBE?I2@5ch#-+@_%M>6KMEUyj}=Me%9KQz91dBEO0G$fYf}<a
z<f5c_fmAG##wE+;2E8G}kZw??=~by|>NHcT$zrx-Wn^12vNAF(=JX6WGBPchSy`6s
z?2IgnG2LX!Fz4iD=i~tr!!(;(pQg&R=*!Cs)~{c-XZMEv`?l=fxo*eS%59rgZQrnZ
z*ZTEaSFT-IT)sHJXlZfrk`kDa%PYuBH=9!QX)>cpVKOP9gu|d$7*kayohDtEnyG`-
z?)2<bOO8G#HBrx@#E?U15%@@AC<BWjg@i;z&{$N&Y7~u+;D%8|1X>c2sid(r>{ugD
zY~~0JbhZi`9_t-QcXSV(?-(@C-hZB*?_4|YdG_#B``EeoyLh2py)jN6fsP&lF5W1g
zpinG?JWyCx?gh{V(EyYvU^AG;s_U!m8SH!vy|A}F-hcak=j&GPebE2bWXBt09oI%5
z5gNj%<0GSEAl<h0_x?EEaq(d{aqsH@z<o^@8@j%(?X9(PFEYXg(GCAZ=6&L7h=iDd
z>I>f)hSb2g3tnH)e(z6@PfZL=4mSY$KI!$fCKx~k8wk9UtuIfuo}X?%|Dfj;7_38b
zdcl+2@f=|Ac;{7s-j=Sm+U~*HZYYOB66~M&p?`3-{cry7ldA8XzB~1U^&P|Yqa$~x
zd#=J3{3Gr?1@Tjm=P=%Qezg75k^aU%@e_Zm`Xb?GP~U(I<G@vWM$d%J?nkM)pk&UF
z@V1HS%_DcW4Bpw=cV`<6)(uwg7(pDWd#9QXK7j6E1bQL!_6V>a((~JRZWQM1dVcBY
zh54F+AKS+uoC-(-q&Dl79Y_N%$1rdN<Mv;-PJj>x^ZU0t#^CDw__*CU2K8ID-B3+C
ze6OeXhtB4&I`4kf{lm9CU;o(m)vf-oe(w9)dNd5(8Jz}m%QVE>K89YvKY+kL^f|z7
z5YPpE@zDWa2=oXy2HhC4SivOR(_Y=%`cr4)=S}zCXuWf4_%1X}{4Ry;@0nmT4;?&i
zh)-aqP^0a{gJ#f#cS8TgM9sdz`qQl~Z`HPaSl#x~?T*iW?*86t*0l~90ha>SBIfPJ
z^Idhv#u^UZhX=N1+feQP=B5jG+pga1`WkKkZ!w@{uxLKcYlU9~?)hWr1>qOuUn}<l
z8w2{nyb`#BV9|u2FJu5dI-byeKf2rc{@vEgjV*8YH(nU8Ju!ZJBLr^1Js<gaOVfrw
z(0iLUZ63P*)kJOG(5IjEzxy5>0Kk*Y%_BeDXxX_7d=3cu{(0`*yrJ*gkB9o2p>-Lc
zx2dzYv7;Bz7lK->dpiHU<O^>KP<;V?A%p>nCqVrCsbd@hexcdz^O<&ISX;re3mEuc
zB%WE7UVz@4)o-^{pXjeWI1Wz}5{)wB+<u~kZ3>kCn!O`+XL_2hHn-ls)86rY`^cv)
z(^s1Q_Fe-5y-#jo{BJ?`_utKmzVOxq)Q4a5YSYxG&68iYjDOoU@?*!~FJ1ljy1VPU
z+8cXXn)(`HJo&HSUUVQxbBQ8BrdW^>5gv~Zj-iA>aR8r!jV1+A2|i(DA3O_9iouY$
z0XPwwpe9G^Ve1x0R^mu{GBcaSFH4XYNfK2N3|;_+1nH@szHt$BV|-$1x@Bom>7v3#
zWo64N*KA(5ZriFA8*(f~e6}cAqS&=z_p4_wTs-^g={+Y_<Sx;RQn<KCK{z{Ck&&me
zh{*g1e`2_A7}1|d3t<Q&B?eW-+T~j>zH<5G@fXEHg@-#h27O%|1N^<iLNN>)F^0>G
zi{r^-n353x@DN`-hr$&yV_C!~I$UQ_1TK+jNKmCGX{AhlJe8y4Cl;$SwwA1_s@S}}
zWKFp?FOkHLf&^o4k`TkvMauQj$~b&XTsTiJR21nm*OZhm%PrE169gn06N8J!;-&N`
zMHEL$VMxNsqELdK&D)Zbe_+w#b;k4+DorIEO7$w4a!<PDoz2_6ICSLWJyma1t~s1(
z*`rT8k)8W|aml&z#XF2fB_6MgAnz$H`Ruvp2fx2D^~>GH53aql=g=~RE}h9Q5+)ak
z<r!>=hQ>`KFjNd)ks=iugqNDLOH++miE>30J30WxM`5z~u@y4K@<iD(Nx~9dYy~@J
z6;H5?%`PSr4S_xq+gXVY^NUINib!e!9-AACUWgA}PNQv$6&_E~yp~t+vL$C1)I$?U
zI#-YQIX1CR&*nWni#KZycg|eSym=xQXLU%h0*j7vT0nQO5e0fHh&Wvo-6RxeC2KVz
zH8Yfr_6YNKz_>3!dpd@AIEA`8gt|HrJUu9Weo+{#APB>E^J3V$kQO+HJ3_)PnjIW2
zB1b0CIC3f*<`+d+ViYQrf(j+0@lbI~LgDaU{y{FD0gi3~{wOjhMxK~#luA>D0vVIS
z4TJ4+k07*L067px4Z?+c2823$hJe0m>xh|W7c$==+|iBf>`8R;46}E~+Bjq9yAqsy
zDV~_900L|xkUWBk9#}Y+g)<k%#_vouyimI6o%QRl?%H*2@7_y0c3j-F>D-#tCzmZd
zShlEYQR%)Vi;u3Zd|}tl=XdWqxOUCzf&z15q97t7)YCJ--T~v{hWCX0>mZVEP>72c
z%HA~yA|RZ-XhAp@fzG3GB{7K_g;6a}6L90%OhF7=Ea1jL=q@)ZHj2h2Lqc{C-roo9
z;~5Ak78q10DiG`8<`Wbc41;M3xjH#nC6}k9Xj0RlE-g1dGdowEs+Xx!<SMmJmzHD6
zEzHi(Hd!+C=JZq`SyQF~6yEf7gV}5_nT#g0$()g%o|%yeA7-;jr_-eBG#MG72%C%s
zZK_VG)yPc-b#b9(<+9SPn<{s0Teo%N$_;ClR4y-FT~W3P-n13VmlhT;f_{sl{PN=b
z68L#JrgY$5y(~2~*^nkrH>)$#b(v;eh9T9Qsxzc$b#gWMe@$wWI#J7^#}J_~E;s@c
z6z=bf3k<-A;%VXJ$S_h=7@13=ODK^tIy)trpURIji=-JsX*y4&r$s{(V=O8p+Bb;m
z9YFH*BY61Y;qVS1c=^N3BG%C@$i~5YwyoPN8`pVuo=)!YYC&7Mcjl6fs7ZjnFpUK}
zXfT=ekiLd`M+e)-`+h>W7lwL}e1^9sI^G%W`0O#ES+&{W5il-P_jG?T(e*k6oq@>#
ztPWs!=xBVazVkb9_O|!5{XVzh-!UFSzmUuT=sS({2u#gvg#!f-Ob*sg_I^Fx{oehq
z*I;@JaWWv`T^B&$z2ABYChs1AdSiuNxX&{!W@Byd3?g=m_FEmpU_FIsP-}wyzq=3r
z6%51jp>L=Q9@6H)Ca6dqn&_Myuf5;*F;e^cQ13kj&IG_<i1UJE17yhSPi+c6srsIn
ztUCnrXfq)O#}Lo(!v<l<+B*9;#FcsiXco5Vp>_@NwSxZv_Qb&nd~XZ<Xlo=aV(10v
zg}g7g;@{mge(%6o>*dj&pGOAUVQByhgxg(XVAj0~l>{^Gv7oBKg&0PS0CbVg-|kTe
zZiUf%C@+A{*_ql|D9Rmd?eA~z?}K!M&Or!;Zn)id3*w$2^y%BatH{y&(KkI0k2{0k
z4^Q_`PfZW>4_K+s`lpq9!SV`1C|Do>3*iQEzzKXh0{=bwutG0nd4NyYs+vOdQ+p=_
z7B}6k`@Z(xrT%+=&^qyCR@I}vxtX{IXp2Kaagj=qsfOc|&F2T(K4|W_VQqM^Dz`90
z1n3J5EHGqb#Zk~;@3mfPZG3UK?f}?^;lUiMKhRZw5+)gc?)VJeXz(TAbExUA1;;M{
zZAVXgPhSuG2B7r9$8WT5>mvY8_=X<Xj=2kO&)-PCj~V!<u5W(s__)61-M+?G#%fPY
z+(BF}AY+bvwySBwqg37*j<q&WwC+Cu6Kzu+9pG~SAs3F3Z@-=H?H#YFZ9jJW$qtJ@
zrT1=J)%V5u;kM8FTEFjT{iVLGuD-pctrMnJk!WsfKH<zV7P{~tWd*4e|8p<$KX~iG
zq#Go^bo322^$gW^4a30K&mE&bwvBz)I{tOb#23wzU@QkU82AttWw6}<Fbq2p@6}Gd
zTRnQYy60+5{dYB=wp1S<zPEi6a+n`>u^~yw$hxoX_*CN|*c#})d$|4Xa}Bju?l#xo
zfR>Y{NnlRUlYbAT|NsByF$Tl0`FZmcyer|?|D|o{ZbyH0cMtp%{8w;qfG-b=me46F
zEQXdzmQxAw<d9e*iiP)~gnAOfJVHsHIGQ((;T24E^=G>I^ZkP3f<hBep^2EVBy4yx
zj+h)u5~D+z?!Mvnt~gt#5Ibjrs}~PPG$ktXjTVd1Vl-Ox2FS@bE94;ANuX{ilEN-4
zSaNXZ;j@RIJGAX^Y33reNG+fU1QCK1p;{iJpa(NTJVQgg!$N!rA-)76md<60i*lD<
ze&^G7-n^P_E+UawXcP&DrE;PrVu4)1k&3v|B#}H>D2wBW<5@xlKTab|&<f*qu@Vhm
zXb{EcE7X|@$#F!g07sNFI9bw^)j6d*m#o{feDlhjrAn@xhN7dLuqY=S1;t{7@QFdu
zIDZP-mk^Gli3L)rM8;xpnGsQ3CXdVDFbT9s0yUP-7SUN8LWGpbS*SCv$thfwk+WE%
z&l1HMqPc0z=n94E)h$~;I&|dx+I2fXdZW?RA-LSgsAchSn{~S73WbUsksTNR=HX-Q
z-+ceKmX7f|bzi>p`tH(-#BfHqy=R1rAKeob=^GLqfRCOjz)j)6uM;0nV?#JC9rk@a
z{YdWK>_D`J5tS#BlqDuFktUVIit-{^CIT@fC`jtzDs-^r&!3&>=9EV!lrkt5TyQ~n
z*d~$as8;uaCF||7@-H@Qy1b-fmn5M8i&Hr`#XdbN`st_HPtS^5Fh9k|!yJmvB!(CX
z=oGAv#Md#_+fE$dBtf}|P#*DkY)UjIks*i(AmKc4q`(Mb5H;AF80bOpb0_$C5PiHN
zJmHscBRaSc7C42?cM7#}3U%-z`-gCG6bUIRkrb5>N)-f!F+GFAJOe`laYTFsgU;sB
zqS;si(GQLD3cv<JLT@C*cFE!sQbfXJ28E3a#CzL&`q_I>0&ub640&XXDv}5L5dt(m
z$}=Fs-VHz7F61fO(AoB3bDhF%TqzDdY;S;Xq7W027|zmjq<M*H%hU39=a)abZ0)<7
zwtrT2@biO5uI#RQbMv+rR;@W%vEt~`Wjl*YD$<M@aS2iylSd%(ND&-j1QSmnp|Kb*
zUmr(TR~xV(+q%zp@V0XfaP&Yqd7+)Wu`a%N0CJeuf=Rj%D$-?45hU<c$s&!Io6Kd1
z=;3U7IE%*=#j@h~(c)NkTpT}9$cvArLDgC$4SFrY>0u!xDv22<Oq3<2B!CfEs?=!#
zVzbPq?9|ls<m40x&yABLCrRZRr8X@^m#R=}<tbX3N+VNg<tnWrMW<4ysx@g^oiQ~P
z4nwL=uhr<(DH@eRm!dN2wPs*cgU)QwrW>?b>1joInTtycR#hxov!c9m*`gIoikFt=
zFI!Z!cG==JOBXLL%rDN)EXXn!WSI(c%tiSb3yUm;1?gE9U3Qkfq&RzNdEv4pCCe6<
zE?rczFfY%XnwF~4g8r<QX(a+FogD4&9qjDj;{=DJucM={le3?T8_L}a=jBKA4T5ku
zHZC02l=1ZF<S4Epnx~BBDx$dZXs(<cqlgiL*+VOl>J#NKM+d7tQ#3CTPh$H7hP!xR
zoZQiHxOfITx}mJx3m0+g^%TTjfD;HV1EKQag$a^l`|HPhzL|!`VW3%rd*7buxIEf<
z{Ru)F904-~>;raw)zSXmcn@^60foK>qirzY*3f*Zw(~|qZ$sz9UbcV8ZTJ(HzemFF
z*f0#ZS+(Ek>GAthL(^mJ6a7C=bX}WjI}dX1V-qjXFLI7R??V!vQF=cD=!L+aUpj_9
zp1F!a9zLKi<ct1^`|t<X-#`CVknjM7P($Mb<I`i4Qv(yjbrYQ*fqwXqdm&_?W*dx(
zLxwHHc|o$lpZ?B|RNwYb#v5OR{Md;*0JLl2+s@Pq??W<35e9~2hM74v0N^LXT|wqT
z{_iOyvS|j7;r8GTow&Vz{O*pi`e#QwzeFVcp>7b_0DXaJ0e!!0nFPb3)xiswUC?qn
z`)5qv14D2d7`=ad^bYoS4)(MSbTs$3)c4oJdg_;6SX*6(v}XwU{|1Qn3Frm-{ny+J
zIxx(9!3W}Dn3_3|Gvox27{t=YAE5Wn5HezxK%lpyx2C=4=a!Cptqr{$H~+9@7(w61
zu1@HHK#K78OxNw1ZajLw?c9Uj%fAkN{b2Oo#3)o5wt}7pZxbL`FgAc=;cibgGO+fj
zhx(`P?{9Z~)7bLfz`X<DD@MvJnvRUt?CPvNdZ+zE7{CWd1VAs0;s4SNQD%2RpaX|9
z++l!T_!WMmbz8aD8vF~rw=*u^-?|;F=nK%>(C}Pmb=A=AtpL4<X&D+W+E0ysx&Jpg
zW{^|{p$(AAJ6>B0pgVT=E_fK=fVsB&{rwa5_1&*rfRVS_l7}kspW)udbtMB=HjY*w
zfGD}Hx>xF(KdNp2p{=71TIxW$21gTk_<?v~Miu!j$7d=O|F7r^->MgUAU(aEJ$)TL
zeUKW_+TGvM-QV0j(1aX=jXgt<p9WhD@ZyB+2H1mu9*wUX2e030{_fVdcW%E5&^uJS
zZ^qd3sEZAOURd-Uf>q)0ogJ-rPX2P|-7l+eepJ(OrEUb079gVGe-fegzk*~yU)Xkm
z6{yu>1Ww=&>Zh(WOn%e|H6QTA{_k_le7$%<ezEvqDH)$kB_u`Q;=%&CAzn0$3jyO4
z66z8X?uw0Y52m=GBAopq9K9)yo=g{So_AoZKPEOHSm2N0`UElE{YZ}PcstinJ6Ei&
zOVC_<vS)yjE6UcH3bP6d3QBYG7Mjy@Ap@Tu6Nkk>vTAgmWntC!!xx@^^TKm)?%jN7
zdCA&5V~Igw(MnCpv6|ROX$&J?#7-7OOC!mA204Zs9iN+3cJb8@F243bZcaImCyk60
za@eqEoC2j(;#g_CP^yz_vh?PX%$#ydcB#=+s@E@0)2~c7ZOYHxUR<!fFn=XX_VD?d
z$S9LQR3KL`&&*#_uy|$ul01EW94DC;9utn^l8Is-58}<zBiTA2dN*H^i%%Gq$Rg4O
z1PYHD1$E1sSg|6E0A@u>6eETg9UDc77P17H8Utk8mYTCHvXnRqlM@^&2*GEF#Lui=
z^G4OavuoC_(Wk|sP|+?f>Tp6~tYDQoWwBDJW=5B4(!O}@?V;+%k(%b)SHFB_^KKaT
z15uh0M4$(Sk$ggeosj`}0xUfO3DG!eR7eEb4-#wr(RS`ATW74jE7`+GfW@aUqjKXC
z7A7U<izNmIQ|#{_<zUa4KR4254%dFZ)Z0Bh9B&~Jv_S!8Z14&mZ?{}=EY0vrVeu#H
zHe9Y)z9%thVOW^P#U)|R?6^6z6i#+o*uZ5R+HSS9%8<N47PCB#u~<Y|$S35mf=zUP
zHPJ^+2{Fg;R8f4IZ)li1CJIYq;iDqZRD1wA*pC$GP4xC4I6H^f*app>4^g<7d5+k*
zPFOonf;ToALl%Ii8_yJlP<cTFrWcyvjSj^SBFIb@M<|9)0wRr$3MF`>u+U0Dps|>o
zSWb*2Dk=t;5bc8wbny-M#X!<XMx3%DEo)sy!D?v3RT_%Lax<ML4Ga@{VWfcsWe8PA
zWEm*DG%DXfk2Nwy`6AUiQ&Cmv>J!U1KVP}^{OT>Quif&_#_g}J*>s|G>CVi&O098;
zN>{E<%S%=%*@9?XxWA*D!>svsv*z2*nr|~}{yaEl+s>b}z;2#{gN>upd}lXXS5I3v
zUpr3}#Q(YlL5m#CA0LS#M+VcG*eG^*tRzY<<)%njay~ttN#HRFTpmpv8yPQPO2llb
zB2KMJ&?XAyB5pjF$&aRTA|qJbNI`O(QYqEM$0jFAlzMf#IW5Pav#1qDDHL`HlEwU_
zc<Ablm#L(3Fhe{(RMKQP*U02Lr7BIWhFD&MTCGn37?x|0X5VBu(WfX4niP{Z#hj`(
zr)n|{x}0=FVRm|HL3Vj@UU_kDSz-3Vyv)*qtcpd2OG}{?BQr14kOk!w>AF0Np*TNd
zNm+jRqP)BuV_{zU@`{oTuo<&y&Gs$pw{2cuxnfyvmL&}$fwg+IN|&6dWJU3Pz0r2I
z?sm4G^KIN`J?#X?ym=nB3w&(t{q3F5&h9u*sG<v^qOg%6VQf5+7ak#qpowUa@ll*4
zo<Jp(XyXzMNs0`WHb<$>j!R7A3KX<RNf?QX!7=?&Fbf&x>>h08UgXl*a|15rzjO8u
zj0|=lDGJ?RKvUbV&`{ie;ePL1V;xt9JH8u%+{+nd(mKT52a0anmF~7zC;Ki!k@2s+
z7sk3@Ywx(!(D6lM&+XQ}=AQm87<-x7@dT7bN~uPM|0CJw3GH`!5<>p(PmMs88>CK6
zG@qMpJ&E{uhu-@8G57|=*goib37~hP{avUbhCZ&=-hQ|gLRzNPgL=JXvIXwZ5VD2(
zr)l#)yQNj;f*Jz2;v?y-lY`LzHP-e46qCV47THp7I{~CRac}Qf>w8vx_0QcC(0hA9
zj2-R0hvaV6pBuZgYwYIA@taF0Z?B%dw;9kEYT&@?@b@HAE80B-yqS!q$A1IbIM{lv
z+<RvOwBjPM25s+;cHbBU-vtuu0Xe6L>U*nW9Q3sJVB)5J>XYWtT2Sx@J9`JaV2BU?
z>>2Fn9)bwymd?SJc96KC!DOJirXOsF-~ssl`=0CH_I&(U;Qh_Xf6Bcx`X~|rF#&-e
zGao>Yqobps`hsc-Mqh9XfW@??V*vV8Zg-9%S+f1TqfiUd`PFDMjPRd?&^BmTo0(rb
z`fJ<CnT)b$;pqUGbgCLM%JxjRo(E<A!RRl)PIvt6*YRn1!Ho|>_zA-BJwGEssXdTQ
zgXBlu?!E(V2RN*`QcdmG`)bZYIr3B^xO@-5^E*&eRon8`ozCwXyAY)pP#FvlpcU8k
z*A0vfAiu>VScOJ<`+A?$x~=EdwgM1`;U~hEAgk0zRtGq-x*Z@9y0hlM(47tAh@E>2
zvgASX9L|h>xvzQSKjim9TmytQKy(9uE>P~!mtTT?7Y;aqPa(~$|H_s2<HsS#?9clg
zpb~EAgO!ksF;=~EpyqH}!}BdoZ+1hrTg%sdZ9ffkRS)+yj15873WO6*APFr<y!HsV
znEnsKFK{n-C*aBb%?Aj}aKQh9!8&;M`@k(T04WfItvx*r?Txh!x9;8ktl`#c-FFU+
z)b5&^X?~fJ`kzOJ7TcbgYCb$#f1tN|f79*LH*a75^zN;<?+yH~F!le>_pz=<fzSU6
z?)CBH`FZnEezCy;u~>gT#)lo`MhkEx_%FZ)+M<K)(Re2e*)5pv864#mOmp=Qo$H93
zZ3mKCq?<3>JCNs(5d?+A1ck8tFidY0-7ARX>Kkn9N^%cKWb*RUEL+!aJ9_N&sk1L0
zJ$`o6=G{5DB^-`~&r4XeaK+hYUj7jx&+Gc`{?u~)+RckEUD?0mR7vj2EJJB|;hHrS
zJGQPnuy)1H+{|)=HqWRpSX8q5$f4)<?s>+LmM0b~A=gx?G)Sc?p->8GrHPWn-1ICc
zhC9A{&$IjX9o@KL--?Re<t4{guef~T@Mq7Te*f6Pm$q)&Te@&VmStU5_Uf#><(B*c
zZMvMF$Oa2y7>gB^WH2pWvSR;cC}G?Ea?$dGO7k)*UxSW_MUi>I6h0wJ!jh<!hWsRT
zW;itljiW_Sc~Mb9R#a?)I62z{CeDKN6nz4VALbnZVFFaYKoyI<v7qqGrp+(!+O?;o
zB#A)a`T6C<3f3C*JM#0^z`#*V>=J|Jo42oY{#5<VJ0G3iaUe&b*9wysXBMq3U9qaD
z!YofC_~Jb0xnf*{LOjrc4n9GSzA&Xl_QMjr(Kr`x|GD=5b8JH$T{tL=o)?oRm1avM
zDRdgc)dfHMX|m0nNc;JGSEmGDFLf|lg$fkAIEx${lHEO00|ImLgf;xwvzF}h`Gp5n
z>Pi+XGcdsD?Nt;OQpt_nqe^&jq2-G`>u((2@mbZH4|gs5VAs+&Hx-{*YS^Ejw8<!5
zla{nT(^M!^v(ZGnO8_H?$O>h!!lLM*kpvVq$eZBmgt4{tpFP)SmW|&$2Mjn4<~U(&
z+(MlF$=+CI5RrqU3y3T+DO!l9v+>lZaC#J##pMV^Y(XrHY@zW4H@`rSAWRr7k`l?r
zhf@Lrv2ISDzAoN0EK$LelpC^lm#;dre&@yAN3I+>`|;7|KHPum)pa}fW)yGMWmQ>9
zPApt`ZpD@}OV)2Q7p>7))}`j|%2|A-a{IZBRi{>N-CtO-CdFJ4uUwX(TqsCLqeLeJ
zhjV<;49`HOUogcNgLC)ybMSDSW4~awo#O&mCwq5$J2yK!HwOn#XD2T=XCHSLUr!fb
zZ)aa0CtrUE=W-4RaYKcBhfw{)m?$zUB$5}-7t#_ESjq&pQpiY*Wh6*g$r4tQfFa>h
z1W`mzG>H?#fCStGWqgWUqTojfqN!{)og?IkRf!snEHx2gE5r(&!f4QB>Qge*GDD&`
zB~BoZ6Ud~(WO+P5uUwNP*UA)HnR4b(=wymig(^*zVpMBP8jTTYR8#8Y0K-X|<Rti0
z3-pT|aGt11mTKjRdX?O)OUX9s^D>P2nWp?qV{S%TUS?Whwy7Z7m<=`tlP1%swwSfK
znfju<^zxG2MI~SpHiGtBxuSggmbF!TwjMgL`^e#aJ9lhZR0=KSW<#1mt4&oYwE})z
zFq+`%;tyi)g881apLU-0l(WrTkNGy<bLV-^vGJN~>tkc*XX_AP=NM?`6lCuNfgUJF
z7mSlzu!~0sL^4B0osU1sFEAniMZt$dHk&e0mafv|Br7sGd<8LrAAq8I_=G*?UStRM
zx6a-fz=L4bo}VVVKEB`k=C6H_2YY_1>*8?RwZV=bhx;EYlOPB7_jdMm{xaD5&RF|P
z_xolh+B%`r?P7P&H|_m3odeBa7=|J<tIZFH7nx8S2S$0+m-J_`69HzVOKTGGa6)9+
za8LD6>$UNw=l_6vLG^7vIo<X=2*P8%zd*4Ccmw+f2SDJ3swR+tV9OqM2^)GwK%xZn
z{d2VWpWSQ*dWQgdfzgpNE)cs$yT^KOjkUfzSp(d=?f=fb2=pRLlCicA5$L^JHTKJf
ziCZfte_jdQZD7!SJeh^y92gfLBQBiGq>}z_f8Q#39fll$>H4av+A5@gtl@>xu5S=w
zA5uFWslHGm@OA6h$IU~Zws!s4Raf0t4Tf+SEwAsZt?9dSxBrJ<`o96o?ybJBZ}wgP
zsrSntd%yUh_w(<1KAnNytG~hB$DjUd?)|;b0odl@2aHZV@c}X~d;k=IZ??I!_W*%F
ze!rLYVQ^wV4nRjg#0~V140a>GPVe2(uJ6X$u7HObS|<=;wsr@Cz7X92y~YjuCaSkj
z)SsO0|L*=o$Mj_H{psOfA51-XFb!Q2{iD4g`QGcThEYv`UT6(~h!Q|qIEO#2Jpvu=
zclsJX8m@zHz8@KstKBhDf3T(TTz$)jtsOAb)&hQA5RCzSYX@qECx>T<8X~{|-5yT!
z{f2%4ec`7-<S&TK@K$}2d#%%L%?-~F)>chIxkl4LK=;3OfNKTj6OWI4`rE!Xh--k*
z28eEe0EdAOKZ2w(P;}vd6ZjO`E8y>YF1`Vk#Qy>JZYTpo1v35Dba<lS;7Hy6p?g)s
z&?|ixAoKZ=rng4gJ{|43IX2WfF+ONDEFtAG;6_1g5C75P7c9PzllJ%-h9~*AAMnh>
z^AE2Lc)AA$dIq|y`<gEI-FvS8&e5T}&<1{Jy5;DDnV1fEBOuV*a%8e$?{Liy7!UlV
z?#lJLpRd$F)b+sY_on{;@aq5YrvUoG@mFxKmpgmrV0pVmdb`lP9Lb(`VV?7`Uh`0X
zHi1F5fj9>g*$vC|3FQS6BE2x!*$$|u<`L#Q(OkS)-a&#OTzn{58cvHR&?I40VJL--
z3M0A)P<?~r>AXTy-tmJc-@E+rr`Lb{<ck|`y#3L^!)J>ZuE@(<vU$_~SI%F$`*T}w
z=X6K&SoN*WPe1(W%(2%N6|Aus$|_1XZ>Ze2W!=G5OSfkjOEjviG+lmC!HON*j_lrb
zqM~9`S^3&EYj-YRzQJhBNlHwK6DMg^sVmBt?ccup`6I`lJ8*C>R7RB)Z!E|=xP0k*
z#}0pW{)Ou=KL63FXI|a2`_#I1`zw}jEG%7Y%GSpznW6L$KLQ@Z5D9h5SM57`>b>VL
ze0ltZPb#;+U@F|mNk|Wc?q-mc$UHJDftR3D8S)jn>?kgHdt<pgseqrzWr<)j*9gs7
zI&(^#EQS(^b%P`UCz6+MG9z-8CF}62%9HEXZOPA1q0th<@C%cqYfXl=CR3?Gsh~&Z
z$x_}q`TUm`-#fWw&!V&}0g)jjM=i}N-m`kk?#eAob4n#l0ntB{;2RR+feNtq3Uu%a
z^FopRu@Qd3;a&l-zZ-1t9PZ}9Mq!kZkw!jW&*dbN!f9?U__?#g=gwl-*@(Q{WvD<c
z4y(eTM6NCz8ynWF*}OUP;_aQXaQHpSlrx#xM|5eM#F7HY97Y8d6T>R`>;rn`g(Zbw
z?%RCx^u8ZX?f(As?w?+$x_)xY#VsYzuF5>UGW*1eg-2E_U1qefF(kA-^pIicXmWH|
z6f-P33{Ca-#5*kTpEJkn>Diu7&GngM7dY1e1uq{!Ut15HlV3P2q|hWbnI&PwB+xh_
zDvM8v;?SbGtQbKQmq(^SD;nO#+t1A(2H2P+T4X>F)&=s-X4`r@dcaMymHI8E6(=|B
zcxBhYE61L_@$%chyngA%xr^5ho_cY`re{i5o?Wu;!rGlz_MUiu?}-;z?>M=1!^w(`
zCzo$Jxnj$~vNanZjUYjzAw^4r!V-eQ1U|tu2QS<l$AG8i`#fdiJImf@u9L@HC)c@-
zj&mFwZCu=)d^}zK-CTTKUHm-U1HC;_e%=^=A54H3Isl#*x4<CRKs2mP+(Eexq4<X}
zfO|tDW2wTpsKf-eEG{~cM~UT8W8>IT2`fID#HPZ!2^&ERrACvZBwTTtO0QR@3OTWC
zI*T72BNZm3Dq-x*s7O%B6I42w9#f~o=vazOpA@G`5Xz;%!xEVyL7`4k=;Tl&oRX#j
zzO^1Hh7|P-^lJaky$YFDmJIZ(Q^<4xy|N^Al2j#)QzVEL36c~@>s2HfHOdUV#$wQA
z8Fdze)?(CHOj^L*^fZ+@O_gCt0r~|7&dV|s7i1LVnls>2OWN|KC0jOD?%lQJ@WH*$
z96z*o&yKQ13(Y2@P7B5gty-NLAD2ufF#`iaeY}EQodaxbJZ$E=+b{5i{$(3mpSd>P
zb8Nh4+jz~I=lS#;kEdq4KQ+tksaY_m=sI)ahWyPO_owH2%$nx~w{-Qu5h<~Jp*kVS
zBuM}>ku)@%3)~A-{Fr<Hz}ahM(Sa5q1jt6X-}e^cALw~;qVv_>wyWJ8KMnM^f_W7h
z)&~2#`nnnh+P@obd*goRixA`RYu`l(`yFe4cVOUd?{HVoa3|=2j{_p0O&IJ7aKOob
zN}IsFGd*sjljFnVL#@LdUk^9GGuiS2;&T9F!;^aN-?{hWu|9-*t-2*rCN&d?1n3J@
zsxTu1@xcIf|LHyXx3_-`y>OuiWCHX>c6f){M!UWpYrY5#XfSp(V?6jz_1+n0Z+|0*
zv5&~@@I>{_$-7|b+>Fd^)j``DjJX||;h!0k12X9bF5i;?LI5X-*SGl)?CK(;aF60%
zfs_!7FLE;&<^uZN3!*W=`B?Ltqg_9Y476H*Usxl6;i0;F@Vk!guR0pP>jKB=cei?P
z{M`E^{0Vi{-}ip{q-*yv*8ba*f6cw%0RR*1@B7+*&xai_3)Ts?UYH2$Xz1+zseR;D
z=Q!Nwe^}i-S~ZNeT^*}`e*E@Uur$LXgFFII)zNrh;_lXox>Hkw)ze7f^{9271y3TZ
zTtM>e9BPAlmxkW@$8lsZqy}6HMqF!eY<EW!RDldMUWWcSh;*24s2XoP+*5b7qv1kl
z`_1<5md2iXt9W~F;9mb^KNw)(+YStaUfBhq)<AAnZh!K(dz|e6lJ6sz?++mM-fq9z
z*ziJ6?V+){y@<k(%r?%nEr5pExPRd4#>RilbEsdoyz}g{eeb;6`_@|>Cr{Nq>R*Es
z__Xic_Xe(g+<oEI`c;)y?yX<Bs{7?v`ak%f=jB)aSx+%kV~l-uXvQK7bCK3kk8MbX
z-rY@L;2E!b1|pHiTHb}BfbrfRr-$nvjJH34)x_k$<Txy2!Srhte*e^a5Z2Dtv^02>
zo_u_sJn!l5=<jJA>Zu#;{s|U_<MpRt3uCHgC)ihhZ9O)#12WU>4C~_NW21G4d+!}-
zu72j{dvAW)Q1h>|ssD$J`qzD{zk+++U87u`nNAKAN84}*n^1?jSf{zcu5(cya|3<m
z1q9j#gaG$?ghcxjgjfnE0FSeAMn7#!vUiX42;c>T#No&)8atI0tLKPQxe^^WPR5Ag
zVk5XA6lr8^QAW|Tr_O(V{pK&V9d#`O)%D%q-l%>1(ibnieEG$fF1`NxwNI|y{NmHw
zAH4V7>*ueXKK91O)d$nmMe#ztEIvI^Via(c^axRK5aePpm^86Yle>M}k@M#-UA}z%
zlTUyA{EM5fU%awm!>-)iQt&+%=a=r?zUTP9!@JgRs>mzQibP3~j8s0aK%TrlJM;Le
z<?kFiaP`dT_fI_Y%AURZm#wVKF33+Y$hdJ4XfoE15JBL|k}YdD96NII-9x7?Z`^w!
zYtgQ_l;ZHH<Uj&9D4dO@@FQ3W(L$v#QJ)|;N##a`Dm~4Rm!dMUqhgs9wwNbLicLu1
zi3GH08X8CP4W#-9$(Yd_@(cGatypF-=ETRRvDgMSyD%Z4AWouVGQ}Y{nx_v~j@K8I
z?pm@cPoayavLbvj6n|_|w7{IC$<wBnnDWXk#aSt)7&40-gr^4+sb~Vh2Oa9+kCc@8
zp&&I&M5ZJ%m@+0anNCX}lSE-SJ{HXj@@Kjuk}qlQtT;dK)Np(jlb%VVC{aNYH&@<#
zTlSoJF>~kZ1JK)(6{j+@kEWTnNs|^vQ1pI&2@ZBjFSoL2+7@N}K6A=5g{BuO@?PIi
z_Ws`0Z){s~s3i5kLhbp@<*)A9@a&e2D>HMML1A9A9RuyXah{k6bObq=77SSHf>~hW
zJ?m+}7=RhCr{;J+HP7cMsQ<MOob8CRaSL|z3H8BJ!x(%TH;%y-)7gTENH&GZVnlPO
z%t$<u6o|pPdii?zqX-lxF@oXa8{}Z;Y%|No*V$9d<mRgl8;i;hEMI$c#rhXE?6`dJ
znfLdfI9Ivlc**jEd1X7z1?$x2Eos>&7OlLnVfUq~6CWHr^UmHAr&exRrpZW)7AJ(#
z*j~XA;JTRWLbP!u*tp^5x&+U0M$K^!vT;S(c?LOn2RQopIr@4#`Fgqd`?#ZgJkVb5
zC@)X6uMalRKNKAph6xM{4hY5ghM>JLXb%*|9Tnn<3G)dd`{RM>Sz(c4hEU3uCa|SK
zrYJf*ni0lik)j!R8qN<)!a-p{I2xYJrA5oc(mb;z$CQ~M5c8tgaeSdFNe-P67Gov^
zHE0z&g9bP<JrxvOS*k2vl_*gp$0_6q3RNO#yehpCC|7INrb3*8S*tT?kONMTbFKEF
z-m8$OD&z*W%BX?w0%|bOa*{e(s!EJgN}*RHUMrWTrGV<I%FwGb(=>2oq^Zq%l}WFJ
z<01DN)fq-L(61$3Yf4k86mdFrQc-^9%4Lf-u3xol$EE}Oc5mIXAwM@;ouYys<)lQJ
zS`DnN=CFliQdB688W<4f<`U@a=<n`^@$d+7b;CNj!nzH;z#-6Pf#00@KC|a}Jw4a+
zDFlEYAMg@Fj#+a(Z5H@Dx&(WH$t57d8}YV>Ik{q;+^`-#1T>cUn0x=g*=yzA{^rq+
z>k}Q9z}5?n*<ZU~80$FS+Wvl1=XYSHgYe#g!QO%1*1oozLv5c-c7Y~*0rC?b^uIaT
z{yKywj14ypjSX}ScXkZ5KStmGGxq{X!c`L3V{&2ye6T~EH%43DM4%S}%@8;5n+W&9
zpAS!Fd=A~`r`lhJ`#;uub7Tg6!O{Te3xP-={K60x6srCe-1`uE$7hsYfL=u18b{Qv
zfhGuT7;Ah9=^Ad>3l2=+%>T^i0ImagQo6nYG4|0;{h^sov7>;sGg$<X%<#z5`*)75
z0@V?zX1Kj(;+M+FUsl7(!?;&O9NvrUj3YYXBTj};ujWHj4F|?+kB&B89O=Dh<z8!l
zR>weZO>gV1p1VKvd<{bG_dTCkkB8pfN26;0mUW-J!GF)aRzE;%S4UGvS3^ffLs#>?
zuC^QP!#{V9L+immx>>9)kq$_W8*Tr5?A}ojc>f=F?*Z1--S_|3x<N&jY!V0|WUvB+
z6(EE_AR#2IB#^MDvK+Yg-h0(*tJYdqZSA;QTWg24%eL;t-VnkbVW_>Y-}@wL?Yf`)
z`9F7m&+qzkeXsO*2qEWi()0Shzwgic^SJSV;qc+_9eJ>7sB-U6$MvCsZXI#e4dAMS
zM2W|t;Q_d{wLNVuoy}lffG&tj|Eo24#2^3+C0#(@#vl4BU(;1=d(?0MZH0A}o6+Z@
zqxJi?j(P%pwe>{1f$j$_x~A@t&cTuX!J)p+K7>28clRKog79g)$Z~jPps(SlZt645
z0KIoK-@-njt=KjAa6K|T2wMxh%9`W25&*r>Fxx*}R=cvuK(L0#>eAV0Pu#L^f77<@
zka??$iVgd*fqyn{-_d&Tm8R`Gs%Jm#c2Qkg*0^bN^X}bvga}+U>o>1v_}Qo2tItDt
zHhVg(pJW|06b2%u4~F)kiXFI|Mw-q((q4Ytd;N*7?#U=B8Ht$%&M-bQ|K(iL@B{*V
zd%7U%Lh60-6g}V8Y8ty*@ANi)uB$mtd`4=J#=IBv8p6$v^FuV<BTf+}p8XZunjap$
z|M0`_tA4y(UH^~j-hZ7<{rAD@fAE$64(>Ib?qf35+h`JV(m3kGF;0`lkf)9%n}T~M
zkZdQD$i`%vDaG5`Etu>ffE|;@4tAgg+EPLsT|-GwfL+6#8K}lj^5>~|G1<`xh0>I4
zQL-#h5aSaT8x)nBn!j)N>+gN^^_Sn@`{7pYwOe&x|M2j`Pp`f4*2mj+9^bO<=;0$5
zPP}pP*z5l|u;=XB6$gt8S0%*d3&IpUZla&J(8<Bad^**5lEXA(lD(~aSg35#!cC`7
zU%Yj@p`}&V(mMF<cXu{!+MAbGmY$wJtDtn_noZl+Z&^CKJToCVgyrtz=orqR$NBlH
z!b0cElV4rB<lOe{r?+l9ymIy0!jcl)w<F^s*dcU#2E~@)#R`p$&04f<@7CRC*Y7wp
zcg10O_DXI{mMdFm?-od61kru?f&BO|p*)x`3*pB{M$5syYE_{;F@qZr;p-m2^$iL4
z4-*80h5H5u(mnhrG(R#0B~f#fsf*EtKo~6#43hf?By%`&4oAXd23T7&r%a<xGWM}{
zNalvCBSb<k{{Sbthcy}5roLo1o;ybtDx9gz+OlNry7CptQBpoTI3_SWf*s^Va&@(|
zbG5MXa&(Gh`z7(hRZ&q2EGK)q2RV_vtu4K*%mW;3{47l=FO6Z28zUk+WO97UBEpNq
zLX-?Qv8}DZ)GW+sO7OTz@iz9Wh2p(R^+vIDr9ikWJfhIUBf@AhcihVf4%Vn>%VpEc
zBZGG5Dh|)d-dCjBk`upNDcD+=_~G8wmtNa@Y{S}l>MV{E({_@X({wwUwTnC1ok8{>
zS-D!8kc=kUOc-x9VG?-84wCOn6K%#$aU5sjG=93%L^G$!7S5)2ZX`Efnr9&0E0FH#
zM`d`rxUpyqcNZGnf#hUqZ8z1_V)_glGL`P^LbtH6nKIeLc$|^l^cf)@K1zY8I4O03
zDtl2%=Bo6(oipd`o;hb@TK*b&=IZ41rBY>?Kr&Y-Tbq)-yKwH|@)fTwTytQ~vK6X)
zxo=pIEtP3JgEDrS^O&j5FHNJoY(g1tMx8vvb&3tm#GYnGay2JYEuCFvP$<?^XB$_t
ztt-ja)xpNq&YEgx<LYQnM>+x3$(`oxPIF?>NDQhyjcQAEwV}G%y0RSHyvR&n7tbIj
zN5J7l2Sr8(@WXvWkv7a>`uH)tJzW?s2y3&pXE{^-SRSE%{*uV3tkl%Zl$4l=2tJo9
zj*5ai7xBCKnb{diwOXOdNX<x7rYjRu6X9rxmc<IC(wKO(_(LHZirN6Z>FDc*^3jyk
zOl3-jLP-FyTuuydZ&G4vLcBs22i8rO!!41Vp-4)T<F#Z;nFMYJ_#EVMB84ngl_Y(E
zdlS=@32KE*rI3PqA^B#cCPMPXHuk8LQe>)$gkf>wh^%x)SxNq)`DLqDEZ)3v?TY1#
zGc(k&Vo?M?A~G@x?KAMpBL(81Kt9`>3-q<Iaxph0S(-arSh$#3xJ);5nL6FsXew#K
zWV>+_ZC)O4HD(-y-`@-a1LIqG&Lm?8jPa9fiJfDh3|ru*5at0AHgNBsJA0pUZ#_zZ
zhFjl9j03^Fnl}boPt~_wLf6#Ro;p}MySh8NwRJsB-wrf?3=c5TtD@&TOcA=aPazZ!
z4Yc*^dRw56_0%`_HljNQ=(lg68wNl9D(8Pg@70rJKim<+XhS@R{P<h_O`nc5z4aTV
zx90+U#YB8rr@pieHe)0_Xigy9Y^eQ9SbT}h;odgF8LK}!1I7JD2{at_|M*d_OY1$o
zPaZ)h)HmSL-`U|WZMm$gdlMvp^>o67`QPAPg4STTC7{=!7(?BKw2LlXM1TVky^D2Q
zVqgRHSzy<uLyrMnb^DN$MijnPf<1N)J={L@VAIh3b;I}3>0lM88vsC{FCu(V3<Y>L
zyiV(DKtVKd(^VfH)O>H4H5krYcOP0#G*oomyV3d0i|qP8+5Ri;1p&gni)jOlyU1|>
z?X-7j(DwuqE2<Qm+M65OTQINz{{T#|_1dNyO-r=~u7J7<ZPTr`K9u7@;r~mf>Uc0%
zdkQB93B3gQ>xl?q7l1Tf+t-F=0>exV(2Idf7cE*a-P3jvJ(8cZ7B=+s+XgyCWFJOr
z>#g>hGw2C20+(<7F6igFs@>hqpJ+9A+uIuror_@=Zs@CPA8Z5n4vh@<>biRd(fY7o
zf3Q7R&i@_SJ?nRT=eG7b0wSuKK5VHw)?cw1IzMJEgpvuX2L5pMy9cXxv{&tE_-td<
z%CZ-^x3X{+tPUVpICxRxhIj|VcMUlY*okl933%Gm{rQE6cR-&DJihq+7he;R5d&Xu
zc{c6RPo17;;Sv)l{qjMTUIDIHKT@-IwDFC{=(^bX<&)m)kNY2v_E!)0)erVI5!Rjl
zuD=3c?8nCn19bs#`J!Cz52`r+AdLvG>uUP3r|x2Z^$Ezl#0m)U8PU%O^h!AK(P%n^
z=G1-ncedO;eCPhhS0CQ~xLS*57XP9f%YTqd|L&LiJGgh+RL?2K?vp0EO&sSkVGMcF
z%cN=Joy;dW+Za<w(_E-#t}H9MuY<cjT-QII6P_I<%a4KhD2(;+_qU~Zn%VhUJMpL<
zi2)IL62+pd;>Fpe1@URAf&^)3tX!g+Q?_E|`h9D+A6dWS^|jlMEM2>=bpA#~+H8NW
zEF?U+uxQoBO-B#C^4^}EXXcc^(lB40GFOpQEQ`(Mg(SIAxwcjwGtB8`(_Kual3l6(
zDax7Kw!QY%SGVB4YG~}c{P~Y%vzNt)lErXB#;4?@=N0D_&n_s=Rj8sk0YNl39)lrZ
zxkr0=q=tkpR-wSHaA`*N9C>Q4I9|bvMy6Syn=jRd=48WQxxrPc%q?6sf7$-|D-O+^
zzb7ecIWIPk<sa+J3Ux;CeqeNLQjScK59sys<uh18-rix65i*f5kslHh77)P?j1UCz
zBLl<vzCl4uFMn4?AQf-GUF^$|hlFKBMybMhF)UWFgCpDAf@y5*GJXPO{6w1ZG?uBQ
zkBwsx*)^Q*i9lNfHE^8VyzD9d6ed*PLPf@|l^gf0-8v_0W~NM;9w$$Lf(TBxC(~xw
zf_tNU{gV0ov}htrmdBuZSfki&yu*Ysu2UwuP9Ep@(o3v~W2H2gnY@st@o@{pF{$n>
zi6cqsND^7uhEAR;v9@0n9<@4JlJD+a;u~-vJ!=;ld%3uTOr97pVQk>!aXeGwbT)n8
ztc?97Sy^0<L{HMpD8HShs;ejWe{<&8-ldE4WXW8*H`CU|$HfDt5pSxu8;NCaNwF|-
zG@0UHGL2+rfkazGeK<`rahhsLGqGV{OtW&GY(}1JMl!K-HnVXyvvxAGa+q#mGu_<E
z%)-jl%))rev<Z`p$4;0$ZqgK^Y39>RET&C0Gch(bGoEf|VoA3p`BUf-OmC5=pTxsY
z>fxK<?wjTxicZsurHa{+am9RbS!CSYnD_+}d67Vp;LZ_{8R3rfPzPF&9o5H@M4vK)
zW;Day)X~%2iDgP=nK^k{xq90%*pBY#WsCql28N>tgY3zqu<6d;RFa32J=4*a?r2AM
za$vcTJ!sCJbQdp%3!dP~barQ=y`U4z!`a=N>gfmf0>hW<=^x=2BJdC8`37PL0z)DK
zxLmfMzq<!gdVT2h08bCDFFVZNPY?npL`0lWAPf(U=7-6|(J6@uIce&GtgO6@%-r;>
zTx9R6A;ChCO_W5(#R}2WA|WX*Q7(nCAqh$^pf^XQ&QYgjr>elu>55;uR}Jn>Oh`$P
zLFvs*k;BA`k)5i@Oi4~B05~BnIUcwRHQAu_W~IXFker$NRPTl4tB2kMa4$Ae<#EcS
zSY@&#Q6`Lz3=zkKr==#$%+CP&E-WuwxqR`0`EyjMikRrAu+UI`I6po<DJfAY7RB?!
zV}b(s?o5sy5{{9-ZES0Vx;7&_$h?5qu@kJpy2R3eUfKoI;-3Ir?0-HCNNiwW;_+qT
zIe=ckFkS&tuz`Eg^76Nty}!Cxi7<!OOK4Q_q)VTI+j^|8`Ba_eN>%5*7NU3>Mb+AF
zO;umxXG2ZE-3tWwcAOe*ztGqALyxuw)`IT-j{2TDq(31d7<c)`p8AgdcHPJT%3Gj+
z{w0n4mOKs63wngXvJY&~Q!&``5dpp0-zdGn-O=XbBMnC$H68i2V+ArOI^G^_JCF8l
zy7q73i6zii|N8nwP&fwv!*y+Vx6rSk@e=k1z0wPrT7Nh19r&McuVHmwdjm=@Y!Z*_
zfT{a`C0?{wXnqBI2+U~M`?zj9kwFTZZuS1*nj;8&z(Vto=E_Lt^^s0EQa&4MI6G4J
z3PeIM(&PG_Kwq@CFf_S%+_)EPV5s*&tN|RbFlG#Bt`X>~KX2gPmYyaQtiikcKVjV$
zfA&wg7t{yt1#6;;4P|S6{m6^xZ0~Ms>}((k$~vkZYOC(H*W7JKWmyH{5zxQ2s<W!H
zqq?dCcf8u_&gOgVy|8m5^z|>Vw65yGrjK;Buc5{beJcp&Z+R67Z^M;4i6pnqdjyQ>
zojK3B7ypFI6t-gYXn4-02Iz$X4D$oB7iv0cYT9qsG<||1uK{>k(Dti(^Ki|+zS>h=
z4PR(ms~{AE(i=J&8apu`#PqNS+>3!}9Wp8m@eZJ0IG3OQ3ZS*Y?NHtR;DP2EpjT6M
z0MI*9tC#But^T;aJ`uB(&E1u|Y8%eqzk2fFnnf=%YDG>Sm=>~aWx-4Wdb6MA^kM`5
z#7^Q{fZm+Er$3dGi#XrP!kNV5i_h1mq8Xl3zhY+ZCktV0c-Ha*QPN1nMZ;f|PrgBz
zjfr)QX9_UU(F1caw0qt=QoU!S_SNC0v%{^Q=-R&<?0SG^i_dHizy4nce>?sE0pM|Z
zS{I;~eD&!2tK<vlZRu>i*IR!Pefr=qL9OT`qJHflemiky4E7KBx9fM0RBi6Pzo+5$
z+c$52^TmVO4=Z~vR1N?C19}0~e+Ty(8#9fJ7?UQ_CXS~}9P2cB9C_LVCkrEI+i6s1
zGaB8R>E+-VK=DBriAYu;8v7Q-t7j)?fPQ1Wf;`L}oW`3tPeK(NDcsFh$&<`g6)wms
z&5zGW4wv!S;o(6sa(O}F>{W}_?O(R>m9oWK(+ii167qe5;t&Gi<{puey=47{qlXT?
zzklyLi{|gj%U%xjO;yZENiLO&(Fa(@_K5U$7r0S_tSspeG9&m&b7rrC<ool_)pd1U
zmoEK~om1w=;rsdVLV_d3LYXQVE!k$}r)EU?b2%<FUy^fxlS??Aso;h!O3Pf8KXbNR
zl`E2^@MGcv`FyY7AZB0yiyO!mgmG~fPmh<Eq+~8mFIbZ{bAvK(wM025Fap(1B2SJm
zT&T=1UN)<2Wn6q#Ku`>w5x}4$JU5abD&}*e`N2_w;K<0J2tgo^@5c@E^5e3+f>CWw
zV}{V^k?x*}!CW~vB-WeFB|FiKj2&Kj$#KjWmx+@-&1Z0I9RnPk_-?Gkps*xvc%+9f
zGQ7~YER^o05Qyew73^NManG8~^Ycsc<?8H2r7|WiIv|AW?&U|N1-Q{8eSM`N+~kOG
zSx69%<>u{R<6>e&G8*SHb)u{B1ebARe5X%M@?aK6@|PvXmy2WMOs1GbN_26Rktq?T
zmQs7C^6;pId|@()nojrFn~`%MC%@3oKg!b5Ys?t>OJlqzj7jxoyt!h*iB$`f97eR8
zUAbI%d|mnV4^Dn{=J@i0y!cRlm^+TwH!6T184$r?`MZ%>b{5X&CJv_49L>#~ZETq~
z4jvXZ3`>MoIkD}je)d#fIFzT&piG`_Z#3P`$i&9T#L8%@#bjesqbbv;O*5M|ZMu=s
zl!=p!#{+#Q8oxZ=XyU}F)2CTjncFy6+LJ779ZiS?E4rDrr=`80HObG?-fOBw&<uxU
zPyY;mp4`J<?!igtgk=PVt2m(|R}a=?GrO0@*}Q~_fDxG6-OS!?nho95fo(_kad2l@
z)0x(Eq_KIEy^*2k?d;2R^m23XWRTe`il2vT0E_DHO7^BWcsL`f!qJ0D_M$m^GhEm#
zS04{IUoW~Zo8jln^z&nJ{N4QnJp(XJ3SkF@a}dzL69$Kb`S|kuIO6bdNd&Sg0>d~y
zA--Ore%=wmoXC&>0hbdMhHAI4IM{Zh`BIS}Nh(T7g2XD%PE+M&rsrp6<!6C=(-nzw
zS*$cxD3)LnCPhkvJS72gt~^tblAWr~LuN`^I_MXwZ-$<G(+SBJ{s&aIB?5ZWl3`$g
zcUPIMQh<Bm;|2P{(5oMbfZpGZ1n9kKig<7@Ob+QO34mURy(!5O3~VS-J|__*%A&I~
zmBll&!M*cl&ssQtc4={;QjsK#isW*GLqo&jB(lT=g#_7ak#W4RXdiq692s!=qQGtZ
zc#8=rYMW>?Zi3C&@z%iFm&fS`aCf{lc8;HDi^T$9?L_^+GshS-UcJmqK<@+_;4TK9
z4-7VNZ*^ByV>j}Yo@MsFz?_5K)x&Kc!L0jBH!{J_KWcfSzxnNE?T@HqYVK*&^fYTb
zTDsfr4K{s<*aX;m|JnV{6V1ut*7v&G?sRI~dV4xMdfNfjcRPsaClvA^GNQS!X<)eT
z-{)Qf^rC?Upm%VntGlPNr~T@1%Nc@fpL=?t^md&e(VXpRIMq>iva8|E{^paTn$sZR
zf8tx{9EV_s*0aNH{}^h&irXt;SS4Z#dT;}UMHv`_$G=3Q7f#53`5fZiB5-(Q2+)hr
z2^{8c)^PvGz0I!@>0wY8TP_WDRt)rN{^D04wXB&a4r=}wVZVgF2M4ddX5XM+J#IYs
zsNt1IjbQ#aMw?EIHXIwNKR#T4a;V{LT@&gJza+elJq^RUo?%^=uDe>-{yqLoqs=EC
zHyuXsFJOQ`Uo<tYSc45h_yqwX+^J#jXzlKynpX!K-y7(-Z}3R#_1?zHe@pNE{Kt;3
z{^*7HspE?q9anF5eEWP<_ud_N)c0b3FL)1v9-_SrL1h47D7}E*)}H42t~&57x>Maj
zBQtH~9RM(hx2v+Y8x?l781UcX`fTcM!<vNN!VOaWi`h+g!vF#?Fbk+Ax_c0W)_MdU
zY0NB!8s8@J`g$5)<X(d>o!~A62?KqJ0y;wUC430lRzNS>t0AEmv%LG-oA=tT);7Ki
z1U0yPN9*<tRvqZAKHJ%Rvt85D*4~OAA&kMDtsQ;s-MY@6p>8z$?jPwJKy<|DkZxFq
z_x&RJYT6-mH#chT*EWCFRCl7UVl!qdnCa*}t0(@cA-c{zuHTDR%UxBk*0g?g@Aen>
zU)%d&?WzZB);(CWp<?ZZ%C#G+*RHG4kJ@$X>(>9z#)b{`8#lHd-qL$@`%uL$m>IB;
zF<Q451#X0|;AxaJ(N2ZHPNJq#-xu!>3h+q7F-)8>#U9fBr0aS}tjiFeQ2ZZ>_*5D`
zQ-EG#=KHKJfcO(Y{zu32wuX+@%8r&hka>F>J{_z%rVk0+{0Q09&t+aiQW?ArI62jO
z`YH~z+&_Ku&b2S^HogB)_je1h|Ce9?@8I6aM)b)>Zj&d|j3!ZyCQ^(iI!~MEWNzeS
zYvST;NoP5D`cZtj^Z-69IMO3n?88guMk_+1r5s+Uizj8Wh2={VXTY*KZaQtcLy(Ji
zQkWz)DmgYVI@m3MV(IEi@)krXix+G<{?1qDKlypbtLKXsZjFx5_vI$A17+g)!d2^z
z9C`iX(PN*!{@TTZ`!B3oekesgM-r2(Qq0Lz&sQnRQj$wj<t1^VOh2~JgBj}Y7nPit
zyK%#T4?nz8U9J7{%j@YG#cp&CiNvH)Q8gq~CaO#GOY>FPVc!0<8Fpw>OSiBVdifS7
zDi5t(_r~U(o98SlSLdSJLPBVaz=szTEXtA>6z4B0DqN;cn-?Zfb3)`{F}aeI1=*!r
zvWwSCl8XeQv?!5EojGUYmc!e39xI)_Dp{Tv!H*9L5QYQ_Ljod$eR&~%JVNgcjNo&^
zA~>PKfUrov;1HH~C<EZ`8|B3gb7KfSy)&YO$}pa<Eg~-_yBbgNG`9?KqM)=bFGf<H
zlC~nZuuPsB?dcof<jP}sCWQ&+XXbC3zjVj)HEZTB%t=Z~iWDVBisV9Zib$e}7Rkb)
z{31Y@&1ZW?!WY6}M{~RdY!;W{!f|o%AzAy_TKZa<@yYfof1jerh`F&bg}ks>7mC2v
zPDZ6AQ0ZcOCpnF^AW}SEAWEjtlPGTU_`;=PS#fB%0*bcDbgu~${7t47@I$X0d-eO%
z#}=i=7sUyVZ&-5m?2$W{-hJ=zzBEyEfGZ=+lOqlhq)Oy+QBtUHC<AE|Gn~y#>`kWH
znVFI8>{(=rj}z6;g%QZ`;<0@AOg7Jj8DQneFrDE%-GVgT+<v;bovE44bW<yHb1PeG
zdk0&4TWeb@n0sf~nwVKlG@3qTikYpoBb7{JxiIODE)LTyY$i@6O*WxTv-F<fz&5u-
zI<VXLsa{ho{H9xTrdtP?*>SB%!B&obrZyf^E$NfZTqc;1$4+sYVB$J;2Hn(_Ztj3W
zJa4jxC)t~7&7jP1quQ|C>^&KdY&QpQCu<hjib=8aq>+4CE&&Xv@AjTfb{?)|Hl5<f
zp!hLe{M=prybxZ&3iS614)zTV_2-2L@*{#H1Q^_iNG?By7m*MhBa4jS`}^|!eWX$0
ziK0kJWN0)mP!Q}J8R932<VuC1k|=J1I6Pe$m!(Qj$tB7pu`*GtND#~8#VJYBOqC)h
zL!E=>6RD|*Qkf)LB#IJBV(^4ywLC>FSEMT--l}rdX?f`x&$yS+djY+~Q0NEfR}N_x
z{nQAD1EKNiWnQ&j>BXZuS*A{w!snn$iqjAMHue|>;w1C~VlPH|YC>LiD#9Ex(~@(u
zQs$Nwpy$P+`K9yc70)g$%+JkGBqu=c<pu`@2XmvNMUq%}ePz)?X{10B93-IA*swZG
zLH{*GnN7CEEYN6*qkfQ#rxL?x3Wi}1@o3m-Je52drIE18yg<d^;Ymgg7=)K*f{lTD
zn|kWem>6c=KN6R&yJ{32f!l~45Ww0|RI9ao*wghu+uH`kucfQ5y}cS0ZNn|^0(Swu
z#B*9s4K{w*)pj2|fTc)HR~xt&k}|m0(66edry5~i|Gv)w`VXEwtX~BN^!BxUqH8+y
zh-gwwc!>?3UO?|?%gLU`bG6N1+;9EvVcV64){lD|PeT4B&=)P+0OXzLAGe<y)m#{A
zyELf%2{%?fy&&-jc1mR7|969hf1^hkPMzTf4PlT7aCm}vSx~RRxcJPw_y_KVNDGy9
z=pk0suMR$=@jv__^tEgq_Xiu^9jbl>AWBp)fzb3d`v(1LxN666{juSe4~Dhh4tL!e
z>A64BTQSmCHQZY>)Kd%M9qerx?9&bofFgPZ`w+`qqtpI0)b<G=`Em0RwE6g@{RFHL
zcr~K0F_E!GEDhtg5Di-^HtDKf8EpI3knMme62S67*KGtfyr|j!aU0MJ5AdyypKo_u
zze6-ed0P8+v-9dhq#0-{o{yHEMwEB`j(dT806&-<`uqE8Yil1=KB#G}2K3hV)>rpb
zBZ1@&^2EBT>be`+dRvegLd2=*2i_szyt|KRh7B(_#$UQwdRx(x4$>}QNq^LbaaM`&
zvD!UDb;kyqKN;w%`6Kt@52U|%44GPlB8z%D5G;{VrX@1UaJApk-niBNV+D*2l?M$j
z-^UI6P%$^~@IZIN*V?ukps!vf*1!~jgR1GSs_L$+>Z!z`HTE}j4s{^v0q6_W7lsFd
zt%<KTO?z`&%k|dUH#>-uvF(N{;i<UVb_@)RMjOM`uk_Zx-KM=>+j{T8?Jw_q_u1WV
zzPta;^~&#V)PDbS(|13#eD{6p58rF9{m}8#kDb?l`u{w-Z(Q%Yb8DdT_F&6R%n^{q
zr>lDlY>z-Q#F`No66R32R$C4~Rb2l<0Y;h}<lo`yeYm`JwQmkKeKOeoGhylJ>lp0s
z#zYdIDSZS4JTLe_Jyq}fdSEuG!z7}+{&H{4xq-@8hbnhtjRQSgh?>pkGOzX|W^lxX
zUA+w-lfLTL+v+}lQ2XG^%635SJC%?AFLUYN{p<c7?xjsOh5$)3Hli9$rWj2m8&7aF
zndCTQsuS6Q#sv2wi-{E+;TbCM3=wz)hco@d>3)1BC%}nCnPP1{W~%ke)9l8h4#>vS
zmM-*(hzk-&c=LUnd~BzZ?W`DqTxnLx>O-e5zxCk{8}^<qn73J!Tof+KicKmmEZw;O
z&<Agxx^nQ)hdXzk+qU&|`P>~*f=qv3nUJ3@6Xz$!6(&mylcWVPkt$y=sJ;O-DkqdH
zDJfcVaQ~a1efq<>vlnx7=lXF3PEMXw7q9S8kvv|Vn^usPs19QXF>IaejZCSg)&ftz
znTaX;m#=$m!;ZBj^Jk~#=E_nPkqM&U7=<Wx*}Qc-HXq);_1OG{JA{%vKdw9^DqE~5
z&newHbMCgZoF%G^c{zCt7cJTL`q2wVkG{8T*|yxAc}jVn6dl9_iF~dI+>54E(0d~S
z`2p^n5bwYQ<V!@w3jMhe-kcatpb(7@+!(Q(fbz8TGG$5_jpk-DondOmb*7|+M=U@=
zSy9RE`HS`~UcRoVG+QK*hw?L`W6M&~HqKqRXT{o`%h#+ZnVTM$fEZJ`P?VLJJTEVQ
z(X3f>a<a3N62u`vVP32d4?54AB?|J53-yl;;lu>8BYjv=UUab+QxV`ZD>`zXOj0hD
z%!(8!y}c6{%v5h5HJg*-!Orpvo*x}IFETcj<%8bS`9Zv*u*jT%5QV#Uqyss^fh1+J
zmZT`YK6(6`GbdK&r7zA@esE;Zx9`4r;mDp1^Gc)rIleBmm|&h-np~7wn6J)@jgSPg
z@pk-NDW2#pLZNuG+=JPE0{>u9P?&_vmj#DQ143iH{P+}_k3E^`KxR0S>0~E5ne6Id
z??iHNa;3O3X>@lwi|NLqQW*{;s=1{-dZW2Gxp~l0;pXd2WjUMM+8djqIhq?fqgj)X
zJjO6Kr;eLK88ewW#s~n+m}tT>GDYx+^O(ubV~rV8Et%78s8cK{Q!HFftZ8O;ZZpVq
zTN;z(>FVg^FawP?+(_2$6gzJk$<Ni%k8I;bvi73b`_Rb#OqU=xrvS2zC)vh>?#%IU
z4T1uU;prB@W(IORxwrtrg9MRb(b0U7NDwQI6pI9+m<XXbLLiM2NFqW6f!@(!9CR<s
zQzI)(rcR2H3WG6JNy0RFOrnG*m+^Dc<7eh7^RtkVo0yg&RV2hnMSPi9keV#bP{}h@
zN|hoxUJ@G{Effodve;OaLYbvfXTZ>#LO2{iy!lVLSCy3li?1R>A<t04{{TOOk{C+t
zNk(R`3Q>HC($oYgJQJ`B8%9ck1Vb4gtBe=p5!=LmVDJmvo0=Sl0dp_X%!&##ON(-5
z6{MFGWiMV>x_rspMe|GMloie@%+AhKr6|y5E+!;|8x#~Qh=_`g#=Dk)dy%$HbRJ=c
zxKKRNauKb@ji=Zf>&bS?H1bpvr)eh67*nS?>FL*Tva!QtBM0IUY;5d^Z79IwCLsL`
zQn1YgsKGA`>@;w1doNLR*7v+ug+boz>w@+;)OGi9`vu~zN^tK57#?)3pAK|aqX!ur
z3-uijTUu{)p`uL#djrv<4OR!}Hhm43I$O~^lc-E@>u9U*M7OC5gX9bJt?aJo(RKY>
zc@A*&p;a-eibixpLjcsuZq3!f#xu`o7KLnZ6dRP@b3Ki3H#c6q-v-#IxT}3o-F8jW
z@P1$8X`SZWXxI5CJ%kqhOXnFB!NK!Dpl`>m{;v9-u2yJ9$dAH$GH#=U+zJrFf<ErK
z-L-&2^lljJX?)QY{0As~3cyd5-eKKy=zXqD{rV$+<ld%NP-3QgxP1^t0%Gd%XR<T8
zhjdlJXpI)MFx&#4^dN!d<0J4cj#h6Us@kWkePgKQ;(+D{EcLcDR@K&2G&a^l<Rq-c
zLw}Z)3Nfv_PN%&N`^RYOxyK!EqwU>4JI~-XM~R+pYl%gFJvjh?0ffZ5f7AO2k-&Tb
zzHZEA5a57vwm-7&vps~;d!zHayIr>)bl<P&eo)c<5aU7jojYCE?sfiL*HH~nd_FpQ
zIz}FiyvV&sHGr7_F%IC~wzk&GmoI<t@drQL{o!Hj!`hzOn!cJl1oz&-Y6YfXpxj?i
z@^AI||H8$MA0&!5ucAdA0x<}aDzdGbUxD41FnH9T8ARyWGoOP2y)Y3o{4T5!pc$E=
zzzPHld<FNSA;q)2g&VlqAGUt2sW~%H^(v9&i-yz{YjqVndTTFqG+k?LtHR;Ks0@`D
z5-~DWh-}^t{M4=c-S-;^^z9sa1ch@L{pk#D2d$=|v*mVI{U@*u4^(YNgK6SQFsP|;
zCZh*R9TeC7Lk;KpTd#C=Rbf604ZNbG?!Kn;L0f-C`#^1bZ%aFD!^CIv-|HCuC-Xb~
z;Xe%(B<vr0&r%<{sI}kiYWk|X_IzK}>w}g1aLo|?xDk>}$iL6)E}t8KPyS8;9<APt
zOgZ=y5Fb6%gq-lN;mIHBsTm$<e>5_PlaCLSZm@T-zmsV1(pB5vey6wTYH!_#{naOR
z@KIM1K4*P`-$9hu>0K6vE^Ne##%Rrs;i^5lnxnl9AGftu-f!vsyl&+GscsbiDIWe?
zxOWQ8XbR03kH#*OCy^(@8Tzu#<gwP%C)wGWIMHmGY!}~PW^lMysK7fcl;Q7X=jLha
z8cg*LqOv{Ft-#WmVTm*?D$B;r-^EwtA1w=&i2`Fo+<7#6Ped{J_=|;!g*kIK&Rn=%
znYUD?o*S>8mzuM*aQ5bv>yI8iarx*Qm)ER)y=c~kRAqStPfeqQ*;;zrTd~QuzEn~G
z)zP19>uqbnFrVgRI+ZlT%-Mqxlq%0FM~>N&P0N;SnlopmI<1HsBKGG9VnvE1sX9)W
zC<+%xbE87N0^J>`OdIDws)sa)U!u&Mo0gv*lc*F(GbJe*aq48DJV!Zm^Xk3F4!`r(
z$xrtkJYO_>lRSN)B6F!SXO+5OZBEg;S!L@NEZVkV!z%|5o;i2+v*SnKTex6jUe3H(
z1q*Og=_v&XVkOadixZAt8i5>Id#X3pJu@M-BqKjnB$IH%g?@q2egSboA-U3oE%O(y
zDk>Iwvl-?V3^VgsAK#tj^Uv+rb#%?TSC+0guw?mu^fF$yV&BpgyO%86wRqXiCChg$
zTe)xbx(($E^W{o)Y+QjdWl3@I{!N>X?%Dmy)=jJD&q<4qjSBP)_HYaKpa}!nQhrc!
zG*2n!r-=9&VnLxard*M*CMRP<e$MKQv}GyEMM+8JQdwC{Y)O=;G)g>MD48dUFN>1o
z28HJYhL;Fp^FtzIsmw?cHQwDjCtR>pmA0pR{;6$SUR|@YM4m7&O?mF%u2cKA<tIt_
zY=pbHM+F3_rAZ}O1&hlTEGRC|O3jwbpi`zuV-?ZD1fei7R+1W@l%+^5RHzDN$=M>Q
zS`d>Q947W;hcMj(VEy25LIVSM9KT=>mbW|I!^eXi?Ca0xhVeqeIh<g3PmZgbm#eFX
zJJZJpu5!-+Kc<g6*$sUw+-;q_?I`{vT7ZMA&kT~6sjY{JmHSjn_bHZm#5Qw^h4c8S
zE|W~XW{}vn6o!QZLA;iZZdN2$YiAc5SM=kvvu0YDyIGpk?QOj%WPgTh2$L4(M&Z(&
zgXu0IOll~L8tO(4be!Qqw(?+60@?IXFIun{EzsL75Y5*Dyh1}bd_ib*j38DLEtQI7
zarnE(#EFF>AulY1<IVM9Mg)2$iFtDh)vFhmtY0yE@!Z@rd30)mptL}Vp@`=v#D=7&
zhzfF&N@l8x3)Q)q$tlSqQ6x7yA~;bRodWn&Bq)>O<0axaQH(TJjGk**X=(YHnb~kP
zJQaI?!@ZeGf_1Y~Q?gZ{Vq#>gQZiGJ_K<*bHW05e-axqkU1BI?V!2c#m&V``=$o1-
zfdWjJ925y@sBS~50}9;qk}n(%=w4AeD|=39e#tD@8*)Ls7-hw|h4~qIIcZtwl$@qa
zOpu22!h(Z?!+Cr`gisI>1N4oPB*%&p!+9cKpHNIxt*u<AO>>+y*$zMptTmoO!hpbw
ze@>ia2abib`|{WsFORj<4{R8=XN(<Zg@J#LfyEboU}T1jvB0*0d!dH`dJz-#8*=E?
zfVGA?zJIKJ4>*J_z)!m0A8ETV*!FpEcQq>1s=MK?yk67tMO({1hCALd^k_qA8w%XI
z8^7&<oYmfr+bdjmxVhJN)FJN_>7xLZs-7yW=l(m~3*Nw;4&~lho!9kL543y==zXL?
zj4<I|AfUGw2@(dS_wCx|F9E#|+8<PEYwEQPjqTNqZ8w`*zG`iLx2xsUNXJ>?9RhtJ
z{C2$kNb}B6%ZL3fUw3ILwAvPpwiSkr-mV55@?ggu6prcIzS3dUwe^#sw$F9#KfLG)
z{>@o>0kQNQsh&4eMn45~QRo}^U6uNuaPL6`Ea)C=hrspc(2HLI_HOxNsO~NJArY<%
zydiGuhPJ{W(yHC)F@acM6bGTku;Rh3D_?za?(CU={NuyM#s>Y;FzV(15R{5}4dmaR
zMuZy=wSPU*a{f{4o4<6PMPvumPRMjb3uD6XO0+-FXFKd2syzZFf1s-h$||hdNHBwe
z;Th%r+Hu&h$Ds5AdaH>JL$wXhMqPh(RnLQ(&WdJj6Fja&@RwGDfjGQTQ11(UieKQ~
z;rsXRZQHhO<(if6eEiPOl|REv@QizJS9MjO$nIZo?|<du)@$kQKO@xvS#X3-XfSx7
zrmtcHCK`j<+Xn6hcM<*KFb8|)ONZo(0xO^|k-dORy<G##?t_j8PxBT!ZW8f;?Kj$*
zzU{4jZ>Vx7p!X3R6t#Q$s}5;v&egX5fHX6t^5SqXD<q)T(2%0z#_i7AK;Opx#zDOX
z4$<3C<JQq~zqjVyfvQ)A3?0V|?KU8y>dWzvz=mnjQ1xM5>(>Ka)qTBfSj6e*)3o+z
zYdd-Yy+Geeps<EWioj<REREVQkUK0JIF`S<u>W*FL|4?8;_3qTq6Zr~HliVMgSNfC
ztx2P)>ek%u*ZiPs{an|00T2t6eU`Jg@hO)Qd228L1ATw>0OP`jJA!C(r?>tNSM43C
zJ3iWe`BCq^5uFwvD8l;N--(Ns_@gv`HduFhuwp;vjD)eFZZCp3Fh|o*){YUjieJ01
zZ6t8IdcUsz94a*XJF9!THE47EL-X+eJKcx>Q_zdo`8&ARcp56JXvR~ilZ~7wOmG-C
z)@JNWmg8TtFdk=RVQf#fq%s{*ti<86f_a`HA<O_a$=%zL8RY5{NM*a*y17|W=mhi<
z-pD|=z}R3(l0cpiA&(A<^QDI}X<Sb<sNyAs#%6}aX8DCH{P~Iq34&M4(sP&1nZIMp
z_O~`}Ix%zR+NAgrVMMw=TS6rTS(~y<COJ<T=U_6CWHQll%2=DpV=N}TWNJLl!qUXS
zlg>e%O-@=N?$U{}w6fA=v*)f#Nu4Q`rX|K_#7k1)k&G2c(-YHGaZ0{VNPwGn2+J>q
z!&5~kq#<h}BsxA!lqpqbqqkeEDo<6sWzGIKUVs0>yH`)1y1Z)rYejRn=9X*(^vW}r
zs&keWm#tsEeAkZcuOs^R-04qVKm7K>@^yu|<#S4w%_&||kW~uXqcBVy9uOf65pvnV
zPL?F5BP}I1u|S!TC=iK*A#sK$3xqkc#PY1%EejVfpE*nHAK+z=R<<_s(6G}xc3wI8
z)*I{A?=D}kXTd^bO`PAe@4bVEPVd}(bkmlDYu4^vxoR&0DCW$~OG?g)k6&0=uzT&A
z3nz|Wdgt7`CywsjxF#<(DJs|xOYdwNIfTuK3T8|AfwCxWVpK><G%rUYoGq8F%uZjI
zpR*<>bA4X!j*^lc#U*PqvsbAzH)Q3n%g9?MPg|6bsvoMwN$Oc>j7#(6lWB1tzB5JA
z-Q|l;Y~Ffo)8@_P^D@LS*)qxAH7m9(DUb4JdypMrtxk#-=PJ|6@@6e8EuUXfUYI>I
zH>031uOvUWBt5M_rOHoBpOu-7o_+JOa%U@51@TFl;<!|Pq?F^&_wfx44i<#-q9Y?j
z;h_RwFF#L)2b<*?=<SR4Y&<UCpA+Kg9mH_=XE6Lw66MA6_dyOAljB44_Mv+Cy0~*F
z?tvIiOn(QOpDlu>(PM?|VP?mgZtHGl$DD2pjTfZ=vOrD0bl!GUwxb)<hT>-BM8~78
z3&om3vZguMGOcYq%xADHt=#P$e4QylbT=N8&ZoQb=+rQ#E05*MbH}z*u#*j&V$1e$
z31+*6dAoAGT!VnVY(|hjJ{M29S0ag#Nn_(NBw}f7j3_ERG|0z2#Frt7@Xu4rHmsQQ
z%C0r9?pe2S<(v#9Lc=1;OVZ0rK$qch(Sa#Rg1pT5*~RH|OS9lmS1aRU1i=DcfJ_`I
zPl#0}$#A(RO5+lwamn%VXg!>lnN^sblarQ~ty1NIfstvFo}QPUo}*TSbqU;6W4}5-
z9p8cl0_z~E>{R4D!00PWO^7oHyiaxAMB<;oU4=}ffVm<e7BVl)y+oQBx@DloO_iLX
zN`k!s7GHRMb21bl-q|I&vkEg1<U6}G52|lgh9X^^oQFOa1z9r-a?;aPqL^qNkH_an
zL`1;q5fv3FM(YfquP{mqH@>GwAeroLYU*TUY)@Dn3~mQP;I#({Pk`x{u=|2+!L;Vj
z2jCVAj7OsU4f|g*BZmG7c&34S|Mb2_xJlc8CX#!R(x4|sL^=#>F7~y4)2^wg*Vf+e
zxOY$UeNE#(G|lISI}JVB&JY!CEmt~Q?sRAxac|XVG;JD!ZGgTIwQ!5ajlRCS4t48j
z;qZLD^3UGDuPrJ@h5)^FxM2-7p8dVj+j)-g^fsPrYW(<K+x6Spsw(Z%R8>O-P`&1E
zL(>-;v;b~<_pug|^?3-_I2>d?jJBMCfZ5yfZD;GPj<#D}?KcNHeg@|cYrh)Sd<yUD
zNXy%>1dp`6JFNKx9qV*mcL(t{pa%a@mDTIgxG(FKUa%1%OcBug0u?{q#-e%ir#jrt
zk>^mqn=sHe5!^fYVA}v<a{u^z{4RZjG7?aSYp{fk1zfb^B038bF}!tH)!jwZtaaWU
z8pKp$u%)H>^Uptj?X}ldty;Bv_wE~5hVJXpAszN<mk^xQ=YuGXA4E=9fBR5(#jxg!
zQOyTWy8iJ?*LzPiZ#`*-z2V^FMl^Cg{ZB~2?WZ5NyfIvhAl9?+32VDisCXCLi@w8%
zbhz2|?XB)#2mXnjw>p2g*LAD1x1wPXQ=W(4-Mf1A_LaMhx2iiUVGeKVMo$S1a1mc1
zI`|o&>*^a1KkDu6#U8_cn0v7wT=mmWKh2vrFRvi)jni*jyL+v=y{f*y{vp)kuKTbD
zz#~C$@6$sw9M|(l!}0dv&++>~96s?~;<Up<Qu8MCz{kzUaInN7x4rqOX4i1tQC-I!
z-9Qg6SNvItE`g698D=#4vq$`v{{CK=WYB7@qpPE(tEIZD`d$}YJ-6X@KvG$awxYGI
zqPyV=nmAzT{}FuD^?P*>H+NJXsA{=%S9|ke$NfKcqkv7~e%JlRfkxe99Zm~QLRUvy
zXIoWw!&d{9hej&4JVI5Y!MsXv<B6xrf6dOJ>O+GK7Y3g>v2kcb>~U{TOLu>bcHmy?
zz=PJlCe3r#1cAOd)q3>p0>l5C^!s#agQznd?jIWN9?-S-4j?2M{XyzG2hh5@8=V<Z
z4~Uw<_MZsTLd~0)RzOiF0JUZh0!9c%MGnbx129o{c7hnN)_{H+_P}EOs0v9VJ03Tm
ze5AQJto=dPaeJ`i?qK^3i1S2|X59%0@&H-{k`QSmO$VQvoCz24(=KcXB!MZ25Rj`5
z>gvy<v*7^j-1<+Mwx{obq3?F>WAu9X4`S#4`b+&C+&j&TKGl?FG?g-Ovg6osHe<$E
z;yyC=CDVy7n@^i)Wi`za=*w_)_o4a(F#~wsp+bLwkQ2f4<g%SS9jDq^jx)EKFvDT0
z1I^0K-z`WI8lNIgS4pyyqEtNpShlBt1%HB%kj@by5X{jn#Lgwq(Ut4M;4!^~!C~@b
zMVU%fE)nO7qB0XD&?a+u0SR8TaFV5mrLnX5B$CBsN2@7hOJn<K<1H<WZCvf?Ak6%<
zf-Ge=o8jxl^jD`A&YQn>;o?oDWy|HsIgosTzBy<(v3T9e@|CFw`415$@Fgk2gbax?
zLz0pboum>g^5i+$$+=0<DeA<$WeYYR*n8^S*)L9>{(R%M6LS~u&Mn!X%vml=nU|D0
zCns;ooU+x+7H!_L;oy-&XAbT?v1Gx9lEQ_hg$rlp&dpL4DrD-|2q_=M`d&d^R8Oi6
zh3-HN@d^m{3G$&bx$bP0SUNi+XW6XM<wd3C*?BqfiQ>Q@E}g+~rl<swXLjzo^!m|V
zbLOtd%-T4sX#e6Rr?>BTd(YlCHg9=-<HqA#x4ybz!`4L$7v$yuBQj;u4GZU=I&|<V
z7RWAta`F7B16$W;D-*)}JXp?luJ#rztkb)Z*eJ(BzciYIAI&j@L5cPC$czdvO^_}~
zRje<}e|6ciqpMc$D_^*;e9<vz?#tKhESbN(Xx_o{<@@I?+f*=np*$m#7bEfX4|Sp^
z1@d++T=vevBkvx5efP@MNdkc|z`sbXD$Podk3^rm5M`_+17QO4)a(=#Rb}U;=VYm}
zax(IZXU;C3H8&@_C?jKLR#s7FR&iR!tQ1v#k~~YA0Nq+Ch?E8dg!}noEu0@78W|Zb
z3=0bLq<grMC@%JJJdl|bH>RsQ&DE1a^>T9Ya-w)roIPDBUJNSRgXY7g`}xuR{OP^{
zG#`H#FMnru4vB#g=)~eUxVa;)!PK5%?!d4hF)Ya}Yl^3Xn};KvZs&@eF*n3e+qsgg
zT<mS!NMs)eN`N(qV?*LNI0cejxGt_?RB9N-IRp{NG)gGLCCuG5+}$ONP7Y#_13g^0
zUepjzN{|O7z{ADgix%ML9vlRpLvUmiOb$XxtSBy49EaRmP+znlJTlZ@A_&S<h?dOB
zJ+g1Znd5to9on*Pd1<l)wq6b@70U{h39;N5fp3yDEK4mZD^i!w&Mqs;$WBWXM}<W4
z0#W9cEQ^&VNEM0k%A~{;<dP|r8LG7WtegTp_v-mJEk7fj7(m~&Gz0DyWM<6F&YYE<
zg~vh^$H645PC*G9oV|KOFOlK!JisB-&=n(Ds!onm%K^RdXj+l2Mq!;ICtaDFnUa^8
zlAEDKt75dVfZmIiZ7?}xXUH?sl5#Q?X{rR7Br-8xG_xRUetGHQMf1u^XDJj(B2f&!
zqN0Qm{76AWG_-0_j4VnJ8_JDjdk0fpyk}TZr=dHW33<vi(v+!?d;!4r2K1dc8AWaS
zt`;!#BHLk{B_098W0CGl5U;6zm;r;aa{|%&&FWuqFBZXDz95XdNNF%Q1hnq~|GHXl
z)mGoVSAF+Z>#h53-!#`>=xsRtsPkQvm?2VZxaFN*&5cfN6O6qOl-jU9-P&qEUn1X0
zAMX#xZ@)hA;3;za5%!2m7D7z|J;K(j>u>IFy^5&bQ4QAOUr>7W=?y4kgQpkJi}mG-
zj%o;Q_(f3OFtE|u-iXy?ZOe_Grq6ZF?>#0c?i7K(Jt)(A=TZClq2}|0jpqlO-X3Z>
zKdO26k@f;Y*dBxZhye%11w3N=QOEnh!eJy5ciw$5(aUfT1yJFwKI0;yKLr83zf*b*
zhY3Bo@k0owP_zuSWB&#B!f~OwHrRM!xcUGVYLUN0Krc}o^eXZJ^tD&->a;%&^|cV~
zJVwxFw&Jzdj+B>|XJlk7Sg_#Y#fuFMgxdjck4O(j%^l$zK^)uw-lTqDqkjaplYyqu
zzK2ixe*C5P>worM`K9afllBiWu<=XJm4Ehr{iO5qaPzx_)j{)3hxW!pm{&V)-tW9q
z*?q63??LUr!{-D4#Lmj@`?dX5fZiru1E6>7-Yx64u6zHp_ik3-sO_j}>u-ax0i|jn
zTZoyku)>W&Fy*61#JNKs5&hTmZ~ge=k8|hF&Cky}dFsvUcYa0;LYuA)=v&uY+tk~D
z-od@dztUS`o*fr)bT~|yWH3OjSYP<vz)pONkPz{g!hEFZli`MQkJ~=@rSnsqfq!;?
z@kI0fBg}xh9}W$43=j1|*!<;}#~6BrQ->ed4>)l2Z+Wn%d$3D8sBIZ&sqL!;`rhlf
zSFNpT)Yi9YnmU_r^j4kJRbs{ez@z$I!w*(>J=|8)_#S4CKwm6^{3`b9C13nF;d2=7
z9C<Q=bApr6rKyICwXgckA#}K|`Ax-^KEq)@;YGnZe)FdU^!BvAxOUJB2TxBQh!m~s
z?z9eI%7HoQ^DhE@A^Z|O&Jbm7=p_EHv|qzjgwu=jfLha*-l6IaU4>RxtsMmVB02*i
zI4-#X!YI{Fd|0|_h-n4<y5QC3kB90{4c8nbcoh|thBhk=NL_%L93rhAeQ|k1az`{D
z(Prh~V}tb<iyD>tbX7-?s)uN0f}d;mz!i)q=;0ZO4f-D^1mu&1Q>EzuRz^muwjnW?
z=)KbR?O?|}0(yx_D{*vqli+ip@8$YO?^Y9S&i>bV^*{9n{toUnoxzx9PMbW{Y5XKR
zqOX=-KLPhnc-hQooQ26ms~J=6Nf31%m~5&~n0J^oTq+Bf@_oWRNbZ&sERA29Vlu{b
z#v~h(DaD=4=J^OEyrhIEl{6xS7a(DKMWW^j!BN&O{uU%36B{f(GfXT|&BU^>_8>b4
z`uRz?L5S)Vg#{vFv^YySCs~ve8JOTr4RNw$&H(fpIiltWb_)kn64`?6N%4pZ7UW^^
zR;qAypgP;rWO1oQCCe5p-c(Y$Tq044V-$JWWowpiIezG^BYTd{D=1HssZ(Q>VBHL<
zDmx(q#9O4ERh~b;EN33PmTAcabBb1MSog~7M?X0J<|jM$o>{u)(9AhoQgW6_l1md6
zC545{=FMJRUb<qzoK?#fY?xoRGD|f}m7JTKUYwgYD>WfQDohjv3xmA5Y&Rb-S5IF$
z8{Kw;+<n=44=S7DhI+Ksa~Et|wrb7X`8kP5ArnYLd7{8z0ox}}Dm}Yv*C$7g?4CDw
zWmeX@{QRAB=N@0b{`iIsyB03kI&bdorAziKTe@}O{ADu>aucM*>XiK(*1rGdv9CXR
z@5_I@dlm?_dU2*gDhT%Rb9Z4;?U^oiZcf%Nj^@txrY`oTZuaIL4l_b%PKm*syx8dZ
zs+5hzMTb|dI<{`Z{>94<E?N23=A9=uY~M3)>8?3TUSGBO$cjx{N)|3m%|%{E9Eg;{
zisOW>D_d}M+n%F4_O4&BBwi53_w!f8#-=4E$|Vw|RF;Dn0d=}MQK6J2DHD=Y5)~=Q
zDQPL`xmg7{Sp_M|jO64rr7}yd$dsa~v?wVuN){oA6X;9({d~D>uYdqQZb%?6A~XU`
z%GeA~I@!g=*3sF@j$%WiIJ#0@JQ2&`<m&5;m^2q38r7Fc<9MQ)48~ekPyj0^h!q$_
z_eXzZe~Ons#WRrV?eFa2Wk+MoaHd(1X_n4R1nSz;84h&1J>AvbjcP}u*wLKrXe2wj
zBgvCY4REA|+PQ|>Q4vQSMyBzcY2nUPo|AKkGg*(m&Y=tnk3|V%Ift;ExbDte52s*v
zasbPT!*b?$y5gM#1+YUy10y2BghJSQqhm!P46#TQEfVrY0&apRG&@DSygdKSBir9Q
z`|4Y-@7T0@PD%n_8XZuSmsFge94`(QMfxfd!n4!kiVIWblw`~)$;``=OJaCY{2-|~
zG6~!pkMyuawGzau%2cOirDf!#XXT`4WUE25syv9g8R-SjMj=7GSw*?oC3(4!-HY?G
zXXRv~`*4n0spsCOsbvT&%S}_{XQrYnaehV$ycd~BD#L1u0$tmlaj#kq?k&hx&&*B3
zD9BEQ*qfWFoQcUNO6gPysYv%tiAVPeVPpsvS_;v_V&Pmw_|As|Ck>s%<0KMH0Ys4k
zp+FEF6OC=DFiL_<vp^KfvI6WeJ3)l6DQvxD<Ef5--bqGwlP22|kNQE-FB-ayhqu9!
zKwtd^(Z>zl+{T!V8Eb((==equ@-yz$yI8Ar-IasHs3GoComIF`4K;rN!4vEU?tRk!
z)=<kkolW1>SKqpI<Hu{auKnEj^TW2Uwe{zQ8s2=;iHf$jAGI7CYJR6r`=ATzS63&r
z-rCxl%F4=`nwrLj#x^vw(tqI&3yJJ0Z~O`L5)vFLSqSJI>IL);cA!7S`$J8qP?)Cg
zN%7t<Jr_p1-Wkxm-BEw8q3)x*tv{ovzoMfGZVD90Kfj?r-_XKh+<d*a>2q|Hd!#x0
zq~jbB1VNzh`A2O;?Hk_t<JRL((6_YX^e<foM+6Z>{CwzhfZrm*(2xV%c@r@g1X>U|
zz<9R=q62zCZP0s12?NJp=d*QI=o;R^eV>rLpimJv=)cf=@#6RuSkG;^fH;NGnw<uH
z_-W04!@iNK?L#%MLk8FNHW4We!-LRuZ{EDIapT5pc*Zj`7cN}*)?07={PRzkfS@oC
zxT}X=f&=wf4%#HN%HCeINI>9hQ*&cQd*e^Nt>2IK{QS80M_v0@Jx!l#YA&`_f2ytj
zqPy{n0Vvh*ezbkrt^Ka1^9EeIXtP_>Syj<`|6b#r+YLAGG~9a7e6LDVfkcJIzJ}(3
z#-{%I+ODdPzWT7JtSBch=d}~BeRKVrs^+S8G|j`GegN-e5Raf=sE)W`T3d)OEE8Z4
z_Tvjr01`jr-uzRiPTsh6y`i<fwWqbdvmT=rq0j?bbOgZx;+g^L;)pPCj06MYDk8=p
zj#P`FD;#E1V_RDbR`zv+gbc1XKlh`L9=cSFXucY4|9rUZa&PmO+Pcea6(4A-K0!-v
zT~8y<u%3ILJo)7@kt?F>9~gXo_S&188|oTsYMX27+v{8VT7kYbJvG&x)mY=eTn|$)
zgvxf;eS&<gk=p&RI>7MIU%9op?qqfIrHc0JkcEN1(0B=BFiQVAZdLSDXos|eqp0T^
z7#Zy7)mC*kehugaIpa!rf}lA}e+)`5v1IT}`L8<(m(Cy8BS4`zBTZfXx7vnowhlIE
z&=&6ZUxer3SM>cC!Y^UD9~{ED8}8PPwDphFbPhdi*F9_>gxCwZ#*_ud5(8WQ<`KXN
zA2kHq*01mpfEfcdXuwy@-Sh-&=pJZjyz-j9dmzzZ!jLEe*Uc!pzdcwz{1A=>v|m|I
zbmB(bwBC$Od?JV(Y~-Y&7a?54uMpWLb$dr@P$l>3AY@)Ri1fX-Uwl7$_X}}OerO)K
zSoau4-~SYL{;$8z-@&~WHmvEEZj+{x5Rz%Qn~WW6K7O3V#Bt`6#+prf*>uWya|o>t
z=1z1+ravoC6e5ldlZ1MQF&*74Cd@E?X`1<j88eLRtc>jKr#n+^-90G*0q*=D&q!Yu
zpW()JboMj1cQ>+hon%Tu;gN}@n}v<LwVkJ}y*HWc$8dueB9!9b3k#$=v8Xs}QMSB9
z9-Sc!h+|U%Y>e#fjO_#50(f4bJ}zD!WQLCmi{~9EkB*b^qurfoObSaJos^PVC{HPj
zm8b&)g<_F%-RhlZPkwOeA6MQ#^U=07J4>?5<S_~vU#f~t%~$5n%P(IwZ}s+7J2x%g
zK6mEQg3NgZ*$d{)S-)-Dv4e-+*>~ujO*`J4w`6xl!AeO|ks`Hh$>Oc+R_>f%x;!(r
zFq$9F@d5>T`??1uOH$M2*|O+FUO<GGt2e`m<xTSr_2Eh*Vw0m~ap5ssPd|t0Ggyw4
zd}Z2}r7QPu*s^Z^Vr5KhOb{1Q3~EW7QW!lqE&a?c=)JGKwQ1x21q(LJEZjJ2)`2BU
zc9xgVRVwl%;#rCDi*qvfEMKy3)$)}kGuM~TK6zmG2Pco7KYsY=-t8Nf&7T7yPac;T
z8zGC~33>j3J`5Jk!O6jlY;Ve>+WOE*92zOYi>}~vi;`q33Ua~HdzLKOy=d{qlG&Tf
z=Do6f?SZ9h))vlQonN-IeEE)f%U9%<&XTF(10o_l0)*_~<Zw}$I&V=y*_`acyp(jg
zSeg(mR!Za123H|P=da}a^vv9}47oHx785HIBUDxzFM$me>R*B=S`rp22;oKu1Y&g0
z3k>9Ydj~O@K1`;suMgMPCz!?XM&7U|!<*yH;RS|81cin81o*pqd%H5+ov3aO6gq{)
z_6}hqLeHDe^5l7W^L>2;9AAMyo9~Nm4=iqgM+ny|jK>ZS^9lw1`n&r0Q`sC07jG{T
z%XNke#nPE(OLMcQQ*GTSw!mFCvW=^)CB@zbM9rqU1(9e$_OuXtH=ZM%@5B^PSdp+c
zQ{5scE<B1;D22>*AqBgVg55~L3{nsV(=m|g=+AWIFiCzaCqEA=hs{8q1DER`&I=Jl
z@}q@OkT}ILVtnC05%4O+3IY;ixFxyr*Y|IH|LozjZ|vQ(b!l;Ka%M`*?3pRWdC5s}
zp)zrBmO6H3uDmcec~*W3^xphzrA&+;4~>r%Cd(x9cxg&<Qie*Mot}x2sm@R<RcVTp
z%+zOohK#g=%=E%6$m^N2a<V|Yr3HDjXBNz!nO|CvTZDN?W?GI4p}zR5LDU7=Cg!LW
zg<0y7{LIpVtdjhUnK|%6AlWPd+?%E#B;O1oyDT9~EeH1&<!6=@W)&A?6y~Tvyr^qK
zpW<{?BEh|>@ropIOjM{u9Fdc)nmeax$>Q>Pb4%4kN4GecOd1y#7ZW3jj>b8WBHIC(
zW>9?vXsE~uccysFuyQp+^FDMrLEGX<s8)k`Yc+9_HCh-?nrwp&0PWaua5ccvVEWP+
zQ?xLCnZR93?8g{49y&104;B~(y?3bfB8r<vS}$O6AKR#5@2~%0u;HE2HuQja`)LkX
z+nYVLXDV)AzV`jqufF>HtM9+OR(GvJbET{4)F_sQyWR#vK5jiR-16Q)S0$(e+EG(e
z1EA~b)vtf};rlzc?*M%b_gbuBV?~t^+5YVQi2VkE4vnz@y~vmX^p2qLN_+Mf)TZe@
zy@1}X)-w%_@84;-cD?ETEzSK09hLC(0(!w1zrUm7-$ehcdK7&1G!y+bMp{li*1TzG
z@dmpu-nrrZ1MmOYLl~8TzUavOPc8h1CkTBQ0IW}h_yvg&sFG`YU#Gb;puGbw1@sz(
zF9Y;~c|q)db!f!#c0SbAoq;ZgvMIwl^<Q!?0ljwyn=cL#1v^_1sz4YQK>~)9EkJMW
z@xkUx=%fb6Bg9@nFXkHGeDlrn70U|>3)Zb$w}1b>Lx*1Z;Dh&3;07t!Abt{5j@|%W
zQ2cPBz=6$}mE5{@^NTM&zx3%xSHJq?{>?9dzPiruS{p9iz47*!AHVwPh5c79zIOY&
zv+dQFhBRM~YQGx9cl++cwc9vQ2k5=})7Kw;_K$ZydgsE$cR#yw>8IP*>a}&6!M3)3
z<Qr5&;644`se)Mu7tA{F%7M#YUcO)PK%;F3&>D;lSj2B=Xux~;^2;wSUHbIvD_`Bd
zeGBM|C*W-2edFuewQJCO3kvd2pFVZ{#`UV2%G!pS2UQO$>ndBjTY84N28Rjg#bJW+
zAaU2%)uLQc@3=<K3%F1Fnwy(``sv!`%b$I6@#C+*zEV?NjgtWM#dirEc&O)*uJKXt
z9iXqa>iyf_zIEl|kx$><bM=$g8tz}}*WQEVi>b{ozaWu$6vVE@`O~6v266Uo-n#ku
z7neW2_|c`ypML-I_dwqcT}OLgyQW*y2A0=fki_NJbORMwx(dSOi*@<o`u(U)Yp*%m
z(sC1B*x>&`JOz;g(QykKb-i_cqkWGa4Ga&op!Tq@{=L4+!^F>4ZzuA>4CYv<qp)5>
z*sR`UQ2yad9|Yk2&ZtjV9f*)>G$_2;Hgvs3SC9I$Kl{>q9#G)f3CHqZcpmho5hP5E
zjJE3@Kj?gPTQgFr)gdXajp%y_o%b)Gm-wU;K5C+96cwYL6@-f(Q?`~*5f+Es3?w;>
zR&GLT53FJkrUjyVpdkW6UzkQ@Q|q-~WdAlEAaJ(@u^X=wEm|;$5RzS^=!@}S<;eYI
z#AC&#;p&4(sMfV!A!OeF!`*wpHF@`8zwU_wviF80kiGXJ0TKv-u=n1Adv99zs<vwF
zvaPk+x~jIeeXO;uZMAB(DvIpA1qX<$&pFqfSRXr{@xJGM&U@ZN|IH_ch)E#a-~0Ms
zzw5$WDk1a!etyCHvH;W(?+o<)wBgDBc3%Bo^#J}G+-vJZnri1iZnFERagHNK+l?GO
zZR}Ww@#7rEkF^^&%69CCsS`$7TTgIsvGok}K+-->$wMepD3`(ybS2wQbecNK)^386
z{X|#WanAM=-QA}J1h~=Z0YVN%!46SUDTwLfIJyU0+4)Yg@tSJqXXg~;>Q3|aX8HMY
zg8ccxfg*~ZAi$l;3q~M7ep$wB9QM=nnK25JoF)&j^P@NgMv21W)rL@(SWIS$DGW7}
zAFI?v%alS2oke0uF#jacA#Rq*QqpLWD1Gv#^}7!4|Lo%rj=#Hm|CZIS&M8@7)R?rQ
z@Pvq@;`GuLvsZ1Y+_r1eo7>jDzHHvw8O4hWa^_4gSz1}SW9zmLw(a<6-RAe^EZUNh
zzc|8}XG$nqv|wH3(v4;LvkYNz6hDT;RJW<)?K~ZQLnYxc;c=m2Esx3%L{}FQX(?=-
zJiH(^cUHmlvaG@cossTKqWc9U>7wTrm91O6ymIb>y!fQV2z^F$Y`Vc17pg5yOnhg}
znonQfb!f}xw^y#%SW#YCP_U{Xe_mQjR+uJ5CC`u2Ey&4yZTXTn)>Lj>ICtyvh5L5C
zvVZrhJJzjQK4*G<T3lkZHr}8~FovbZLlO+vDg^=#C4}rnA$f2Z0TNEIl1nv6d0A0m
z6={h}i}NeX%T|?@E-NZtn3KOGzj#f>oR`XGBiL<ba?X;xa;zE2dD*)7D84d`C5e`3
z6E)EphQxG3LaZh-I#d^jR@_KqOhi<4xZW6nmRpQRnc@w`2(>0uuGA{jT4kt48LE=2
zWfFyeCuYz&3_4f9m-2ZsI*msrF#`NU$U$@tOUUPl*>oP8#^tm4a)C5Lsf|*HN66J`
zL=!VOTr!pBN2ZdPJRYhZqPXHHjzGuaXjyCxm!m~#HJc`9g-F@KKwp`ht(LQt0*a6u
z#O0HCLW)32lL#n+5HD(wE1BehQvn!2$Ud$lA2*7ZE7{FC$kRPIFpw8W5rcc(0>y4Y
zGB2{ipQ<4-!h;zR6lz!yNfqEH^Yaq<c?beL1VJ7Gl81oo!KZleg0VcgA>JISFP9O>
zgYqn3N+o;+xHnW47N*6<KIC3~WF%zY(1=h;gp#jU@v@Wj>sQTv>$SD7Z+mIo$~k5E
zNLtY4rAKEb>k!EiAFTxR&M3_&El4TOPcAJ?&&|MunL1o0iwf7oM(N{?2+mD_y&)$f
zJ3Bo)6QXZoT6$tCiYnmgg?$&RATu4OK_xj^W%;=kMFlfUie{A*%`CB?Z*FN`R$*o;
za2L>viVBFm(0EI7(<_Q{W|rj6D9)J<rp-yo$LU<EDLW-L3!53qM1C*oD)O^ZO7b(O
z7v+=}=ad#?!sGz%EzC<b>%E5bl$ex67>~7avAUeB<Pv<T={TfkC%~KmuX9Ya(P)gq
zOj}fRbaZTtF&=TgXmEqkSE<xfsX{L=nv-*ojji{@NziQJWB|}Q0(bF8tO*470&5}g
z+Kd=sGjfzIu8$sLhZ`rF!5H@+ISSgZ4UpKvy=d}%+_4XW=i`p|;Ce-j{7}>0;g-EX
zO|u*J(61N->-gw)!?EgXXD?p(>D;;RfBO0RtBvQII?vqe*#ETaJu@pJ<?O&Pu(`h;
zE<tRVLR-6X<>w!N{Qf6!@3pI~Xwxz~AG*6b`w^Z%?5O_nNCf#5nk3Y@2gBI>?znUN
z>b=(E4_b(R3gVFfKFvyRf7g-v<`Y+%zWbrI_FP9BnhVfk0AcN~4(9*3t*5KCxBX^+
z+mH8K0MbZ!IQjQ`U;O>fF>^HW;U|5E9`+r6(06#K_s~$!!NKl>LtO`lJ23$VGw>nc
zF)>Mp$I$b^)2<I6b{@wp*ie79Wzzha(hGybzlL5M{fTz4eUQ1ZMT`AeVjQV;Cl1y_
z)td+Z;qL_@^by`jv`aL;2VM6`{dx-q;8;&s7Hifaz+tfUa{`R-bb#(aZm^g_T0e2(
z1h{v>g86&*zW?#ZA8p*Y;f*(TS6AP#2%C6efq9TRL47~}{4*f=>oZ@&5B%AupMLPc
zUKk|ae*3LMAHRR$?2)S%j(+>izT?Mseem|`w_jWS_KsDDK6vHAw+CCRzZ&fP_Tili
z1NUz<_uaT$d;Zk-U+zD+|E+i4dj0L!cfbAm+k4(ReDu)y%ja)3-)iirzg~Cki*LTz
zwrhJ<c2;U?>gv@mfArCTAAda8)YJs5g>e_(o|`vretr7u!-o&!F}(Zk9z60-J~?{s
z+&LV+ar%V&U~KBb1q=5U?%%)v(xpq+uV06C`P8XX-<<uXzN2A)kRD-X04CqZC?D~Z
zPJadTCAJlY?&GHpKYm|-{nepEAHVnByKle!_P%`|oIH8*;>8R2nS?%xzxe3k;KK)f
zw>ztDUOf8U$=8p5_{s-wt=qG6<^Ffpe0BVdUw%4?h>ZL9?ml_^XmIF$V{^lmYgf+y
zbpE^VzQezS*BrV!UcFtrc71qY-?^X9HMTeQ_M^gk0N!Q5B%ULb=HAYR{+6@%Z|wq=
z5$(Or2>aTIBICZ+pE|n`jZ$CJTLa-218xZYYZ|DzKh*Z*e*G|-R+^6t*6zZcAJuJm
zrumy^!Ehb~K1Aj)^iN<Ok%QOYWX`<(E4lUF0Lq$w?ijw<Hq`h}xR-dG=9~uzzd&D{
zy@Hlsbo^S*Ng<IBJb2u8@5%M<hgUlvH1^&{9Uh4HFHd9t)r~L!_uWML8BVm}8;1gn
z^TFY|S5V;%A3H)z%+11Yf@}%@gIU}r9K6q%AESIA-Z#y;ZGhel!?)HCRd2xiXz11}
z#AILdVKh(=V(aR!i1+!U!UM<40=L80&5u8+dwTf)7jB3D2KP>!>N(!Zee?vUkz?&g
zj<FjJ+#T;QZk+wtG1JD5vK}*H>cla&wpPyWj=p4H8WX0<5CJoY1D`DvV5cc=b`za!
z#yMJ#b+jG_M}(KZ8;u?);?q<TPPmM(7xKbrG%5C}-C(hFBRRPQy10_Oy=X!H96CkB
zp~(ddrHG*t(^Xo&J~<*SD>^4NA~iuB7b7)<bJUU`j)pGIjY=wvNim95S|(q|6&l5|
zWP}2TYV;zBfXeoD4|K5ioo4Un=1!r8hz*gc%a^QQ|MII9B@0UPW-p!l(yZbI5psi!
zqcUpaOESyXFW<at^INZNcw^H`udQ6PVgAfj(~B3+nz8ETmv(O4v}euwx0bBfUOJ-^
zjdJSnln8xlF&q)a^HNQj3PGrkOMvY}`>Eq>U2Waj6t0vlLrDQ6kP+k&80<|JF$D3t
z*hLldwp6a)zIOA<xr-C^Mj4C8LxitDQk<5#eCC{&7c5#*J~JmiQ7=;n$dqWYWaHeq
zA8p>Wcg@RhtysQe(Zb5Yg1m^ZM2RR>B`=9FtSTwkx^V9HWec}0UASSv?9EH&y}qt;
z`%6m~mlx(FMu*FIG9EQl%83e-C7E<7@sVH;eFR$MgbF!VE@5e8+!(Da!x%9=En#*}
z`t0oViu9D?g!rQP`02^1Gtx3=XXKVAXXP3avLoXQV^a%b)3T!yQ^R88RZ+1DeXJ_d
zq>hRWjfzr6s0DJBK(1GXLxWU_6*7TDE|SUwA_1GrV=%c4Xtpdqi-W~suvv5_oywqv
z5Q|P@vzdH03)N&C293*Q3(?!4R>1M8iwM<4Y9nKG#>D8jjQEs{xTGWug<<wzAePWs
zTnd93%w@BcJQ32*5(Uy&a){C|Kp2Q~C9(uz&NK>win-JP9*-&$P-Uz@9xIS5q)Oy$
zwC07W_*wx~$_nDs0=Q&fmcJ(rC2QUuR39(8zaKlmpMx_pFMpnAfY2>K<m@MK4-f}X
zL#b>Xi*I0YqNpJnQh?mwQ|RZ;5Ap=@3P^4|vO5<_FV%}r^XAcgd5i!)n=Ihd5Z)`7
zi&QGPMyn1F55um$UKgp4i~{#+B0{A)r65WzOf;xVauVm1WzC(QU6z-WYSKoBi6WHT
zFa<{+DoBdelozGVpH(=gBEP&is~{%@@nt#<>>nbHLZ;VfOor&BxCCgt8Oa$~nJHO0
zX*v0sxh1*zCAqmE-n=w~HYDe#r-FOS3-W-wvrCI-l>&VWaeY>4;q0=)ilSUt8ggM>
zNKeeqNG^h9Codg(Z$(k|jN<Hy;_ULm%(8;?lDt#^Fg*0R=?UpXl0yvU+I~adY^c7a
zg@o9fo0XK7j6gtwd$ZExa<UTha+33MQnNCXl9OU%Vqo^bIe^w+0QwqZV`ELG`1rWQ
z#DtXOq;xD4YZ#&uB$6;HRpjMOv$IF0weuJN?O6Nq;~ghYcD0&<lruy<xFF_t^q6TN
z-qF~Bn&5;rYV<Uq@1)5tlP0^48EZk}sUt>MTe#OOcs|oSpWZ$KN9&Vbq}?6{Wd25a
z`yY0Gey{U9dZvh-;<l#N*6Q}w3w`Zh4R;gaV30|PskhD(u<%(XM{v08@9*vG#IAB<
zb7NgwOJi>j=9s!6yFmv=)@grV*IgnqmpHKgc5EfoB%mYMY;XvB!<V``zZmR1WG-bp
zOhonGA?yuMdI7!X8h<&{)bxFO<K?cV`tDZCZt_1E_ph&Y66o7e)8Bsae%HAt_b&Z?
z@cUo;k3B`DMcdx{E${cX?CWej(B5{iwc|u{_cv|bKlXM0c(48RaNEa^J3e^Y_Yood
z5_xWip7tGi(s%Ol?Xyqr-u(6P9Ypp1)=%+QvurQQ+JEF;!sqbt<}w_tiHI=EJ)iZm
z{R~C-VeRJMQp?^YpcfgW^{8OmG1PQ$u;&T^z4!YekK+}?_vO^7zk$BsbJ)Ip8?@6e
zzW8GK@?|fte)-a+3m`z~y>L4`dh`Ih{180ffB(JJYgVsZxpLd~ZM%2Bj{F@2Cd^+j
zfBwAL8`iCSWy|Uf>sM~tuzc4m%eHS^uyi4c1?TO0ZS&tg+uzl6_UYi&hxdP}tv>z!
z2d}SQzviViYu9evxNX;~o40RXvTVu9RV&|o`^`^3|Mb%3i)VlMZueWe=gps&kdR<9
znaaw_Hf-2%<j7&DyKpjq3BUdJ+jsZ8yJq#8N+>Bic0izBzkWTQ!j>&t4jw#+%wAA0
zdMm)Fvu8u^CAb&bFVGjy4)=L&*K3z<T)O?B58P`}yw9IMzi#c?4eQrmzI+LU4}=5Z
z@7TFx<;oSCHf`L#efw*#y@tPtxxcNiZ2jh&Z@|gOA^`dh^!Hr8^y9AAHmq1WYu)PQ
z+csD3-nRU;O^Yg*&)&9mJt8t%TUwx%!wY-%`?DYJ-?wesD|o0F9^AQe=NoUlfh#bU
zELpnbop;~)_UyMUt*zMd$Gjf=8)o!HWJNn7$nG^F-{8&1O(-neg1m^qn%4%Jzv}6@
z0rW-BGGfqbdTM~awY?VydcJ+w4qx|9l<hvM$B7a)2zKLVz-)pww?80c7!`ZfmG~if
z(EQ<0FMb~W(ZT&3?VewO-g~iq_@~x?#l05v#RJB}CWPOC{=0Xcy*=^XByx1|-W-0|
zb#J(JV5q&H7-54a_+QGre+}WpqcZ=T6JjjP)d1k0%RqMwtPM5ogDIDI)=+@!H$c#S
z_N*=FYhhrsK?so}P<MxKtUy)<y1xh8&*0<{UxyHrQ2_%tFAT<il6jxMAh-f09O&E9
zN4zqBYb4P3f0gL^zwzt*H@J7amFw6^E+fY~jKGm)%(PKsr;Qy4Ed^Ew+p(i<fW8yQ
zO`B%ziV`rgKb=nIV5ErbL-lg<bDQSnX6Nl<>t#RL)pnxGv`KER)BMRkY<7qY*|C6L
zmBb(u>DVkeC7A0UNcZ&(@%5$p`_eF)L?iRW995_&B3v42P#WX43CZEfDPc(oDpRyr
zXAp$Nh$CV|+9;kPEi`IrUfJ@(>ACvo1e7T#l*uYpT4-p7R+APU9xjskx%*F@;yQVX
zyOVPuohFTrN}V@*)q**d*vQ4<dg;8E7tUO%SI3H&$}pKBB_?}L>7r$GUz%UBd{*h=
z@}dPrxpT5JD)MvZ%$fc2qQx8MEm${W_DhAOOH#6CL>jZAqOet4ke-lZ&=}$1^>y)c
znBwSQ<>+beNe`g$KxHHrBLFjH6gG(&DpaPMQkKtIy!GV`SgYnQEd)iXv|I`mD_X5B
zNJ(EhW7c9b_eMx$EWZF1ov|Q0d)xeZn`V@+D=S@FRx&>|IZninVl%SCLl<SI?^>~V
z&-#~MUAA!J{F!TJPhT^)ViTUyyz=tw<iyBO1)qj2EtP~F8751N)qy|~;`FB2@Yon6
zMumol$uJldt5c=NL=>mSm8K=;B92ub5vNwg;{}W|<RDxuIxbxwlc3hesr1QV#^mtW
z1Wj~&Xmo<c7^gADsG|%@U4&Gt;wyv<frus4NHtoyM#7T_IYJ3vEaD0{bS9fd=d;;j
z9$zBBjY1)p&j$>%xqL4A>?BgLTrN>!p-oOMQDJ^fr;Uu(8%;#VZhUeq>J?Hk6NlFd
zK8p01c#~EaCX&jT9Gui3x`D}5a)eP5b&60PPYO}__zC?3L_tB4V5EhR#6iBuvEboH
zjz^U<gW&QIN!g)lkxna(!ljs{=7dP;Bw=s>FVL6m=fm>#Vfp)UNMunUN#yCvcJpSt
z`}1A>1&-bv7hj$qMIOx5GP!ydTNe_nCizSKJ^B9bJhGQC#9I{NB?$54hk$!MxioJs
z-IvP@<Z~!O0rGpf1otA3Lao#g*#)7Y>QJ>BLv3nVm`b9DM^__3xL&d`EIm%2kr0^@
z6BZqYpgp#f7c3W0^`WBFcwI$t*1Q>o(~GilQAA;i(rZ<6Ay3F5Qr^^3xgjDlJ|-SL
z#i<EtsR`*B$!IPvD9$aKUQk??pO3@_WHng2*x+Y?p|_$4CWnHGLbx4ragtO~lsBui
z0Ne}Qh0>do8V~x-%YeBzxi}}aG!Jfv3_x#r5wWHhW|ZZpfqwHd6A@nq0?$Y`!Q~69
z!;I4W+2uvE$_u9#=b*PDGc7JH#h8&Ao0A!j>}JF}6cuJ<XC=kQ!POh4*J~rAB4SO(
z#KidIq~w$oC}ipB=~-Esxmj6xS(*9BTGQ*}C6b8X5TUyV#oF3q!URXGi4&csOmUks
z)y>Mvb>bu^oQ97XGi~%}TU<_<NZeu6C>#87(j@1}lU;D*$dT5#1<S&{W~4;Ctp$A#
zn!T@(H!-RPrZw;EcYXSx=R7jLENx<#5Wm~se5d`~{kG2$TxO=hgHQU7J?Q@We$N#m
zTJr_cgRTq2#Ui@fdb;8Gt*yD$)L7Ti-h8{S2V{cv+oq~{7j>}z{vhm~H@Z4L?`{8R
zxaVVny??LtUTXXv(ED|3&xOwBo83*VsBiu41KY}|!9tQM5+nc;f8b&BrgM8=cjMjL
z^}|E;4~MSa@BiDK&cnA`KJIGzsHyo-ZOhS`)=zJBoVnF~rJ?6mXJ^gr_RDu$zZ_~i
z^04d3lU~9SOgx?eD8PtN`~25|AAcRHfAXMvcn|^mu>1a5!T$Ym|3&V_b}b><?RZ%I
z(opSA<Rm<M-OM@|>f0XHy^3vLLKa3qD-l!$m#?`sxcOttWV+=v!J^{U)z!ZD-g^*u
zckS8<z4XS78$bN;!-^HlA^*a|(9zKb^aZrQq>A&7&p!L~l~=YRAz{wkIj}=~_~E{f
zKmG{twqW6cqT-^`(o)RCtzElj_s*>cKiInO?KNvF=PsOAv2elM-LJn=f9ve852_#E
zxqS7fqpK?yl}|5SzjoDIZ*D*E(Vji;?|y0Zs>Mqe1Ge9J=bdxseuOCc{s-?ZU9l9W
zcJcA?@G5NEwhjOK_3PIV+5mwX>g#gQ`LgAp?gIz*A3Ahs_wL=`UX14979cBJ5YT&{
zbMJuz2LQcSuU>^<yLj<peC4lx{Hm?L?cNaZtG}_a;j_;^1Ai`CwhXk7pSPPgZ@}rX
zbm<ac^B<lm7<J!=`|y>)#`w#(ZrwU|>=?dgMMc@x&8t6ncl*%;+uwU*&BBE<7A;u}
zMfc*xi+Ic(9qlJie)j6C+ZQihgbzHO_uqg2@S($d_Uu`>XyMFRGx6X*{`h0C2Oc@P
zjKRrpL|8r$?ngLnnh!s0fH?tSvk2GPez)P^?UwI*I_kQ+T06ULwRZko*M6qC?bw}`
zeGeOVJ_P&Ku708V0Y;a%aIS<iAi^hH^YSAi#rO4x9mIGevZnuq-V5%%)INOS-*K<y
zq5g)xsC4<qJCtzs5SE$;odfqfZWEh2FTT_NpItYn$$?aRei>~41`_vB{T^&;z`p?}
zJp8(Zw*ixG&$ZuwaPP7QRm&b!ZybWRx$7Jf|9*?w{&(-h7k)=!77uQRpW24MG^6kT
z>8kI4gL^02cubh$I%>TAh|xA9Moq;UHO6MlSlh8<ZO4tZ9Y5A~@<e+(8#i|s{~$kF
z2#HN4vB~Hoa1Hcy^7C~K!rrlmqra=Yud5wWp~%qRSiw>rBwP-fS9M~(hCvmOg6RJK
z!K6SMlg4Ay1vE07OB066b@94{R6{BT&1UD!n3-Odp-YYyhAD%Es$fBkP?N0Crzj#S
z;?rMW{_<OuYnSBY7h{S_r_0o8Qk3#ct-3TJE;A-h#*>nQSU$eUcja(7DnnGt?3v3J
z%&ml)m7i6yW!<jzmD@0$F5zJIOD*Q8Wjw7yfWE8<@Q6kptx*_Na)UNBE;a`7|HT<u
z6}bg-i%J(2l`YCEoRg7W9A`|8(nM>eS`pH;d?>!IzJ9L06mK#g&Ad#ZfXd|sLz!gB
z*doAYUUKHV(wTEhXXGTNr5fY26QE%xnj#{@q;e6RDW<b@GDUoZKFt`5O9hLgVRLdK
zBg;*(`4QpS8g-5~G+m`I33(|B>8#|q4YSKX+_LVY?VES5T)cMn^kt=aOG<KA%_><|
zQCN|ak{PErAm3FfFoetFqP0nJkxB8e)rK3R!(w9r8@ia7aDz^TXB#2so5Gdx5o&`{
z8ZP3iIjm3~*C1EKs<pA|Frz}N7po#Ap(b@?oCZUS`e=pDpwJtX`bY(!H%ui^N<g(#
zu7Dv>OVnDqRw-60(Wk7?golRdH0TbCfMqkzXhgnNyfG%$0E=%le4Qp^Y+_tOazZjH
z7g7>alj4#RViV$x@d-wZza^y*D>2oSm>!peIEdV&w5+(K<Va(*N*l@-N$D&Bl?Co)
zF_kQSq(GLymzrp-h+tYMjjo|mRb-Nc94HD75-})J9$h75s`)epKvyHdNkBB9SIW_F
zsWJvxL?a19f&`R6J}HnNL@WV`Bnk)=czUzkyqF%o95-K%lPAO3lj-G$YHJahBBPLH
zLH?ouFP^_U2dNlTUlA)n$_bLO{KX-j9Euww*n^2FPDTKSL+0^mA`u(@UYS%VlL)0E
zfr!uJ!@<mA(gbK*kqM*V(G63?>C}mau%zg)geXl+gaRV4M#5H!7+N_uR<FuTiiXXg
zG#_!fdU$#jIE!G?sHDK)zyL;Yh={`rQ)!KQW4tjT$pk4F+zYX{5ZqgqUs#fx1F<(V
z3GHlX90t%PV}z|ZC$l6c6ITi{G4+;GkeLE2FQ6BtY(z6fY@|7%*8nRoEDd=W@5HED
zZVFhpG#?lY9XJJl%*#kXQ3W6z+*^>H3g}%hd-~Favz9HKy$~%G<po9gY34`=Q&zeu
zH#@PYAiZLGepzX5Hr`AaaZHR&PL4yMS$1}2PEK|%@sXdO2bHV1sIauKpfo3^8203-
zsAP#GJUCe3=0>u$^_)7@)ym2RC$m$gxJ;S^b=Q9E*lA<N0Cb<NQKPI!j+{DXw9Ukc
zusS%583P`+oj4J+{4Bqhs66XGgvPEX9dAEre+T`)PkZ(~?fLKtX1<<Ha{WRaQqk#v
z8Ewn)0)K2j^Pv3`q#qF6+Y2kg(FeV-7dDtRmVdw=(E@x2c0t0`fVL@c$dxOXuV1@b
zTU!H!fUE@SK#UU5*Zh_53?N>#=OUo@Zu|b>&b?1>A2eh6AC=zk+L{5q)!i-4-EAEx
z%QAleYXQ0~J<avKbv3=W&;?M}Q}^8eVEJrUU&p|m?t6nh_lCRsh8mmtFV%FPz18*I
z&Cc(xcYb%R>-+0n=c>CeH}urD_Ox_$xAt^3^&y9<<LA3==0u22_<qq$2NXZ{_d6$k
z?LYar_sfU9NIARt&)e4i@oK#2b0D^H+g`_(_i)X|q55|TBjRtb?O^-q2TdO!^WoXP
zwmF>@iXZZOhZ^4>>^g6mOeeVaHx;+4>iXu*o1x!Y)Ktuf!6mz8%jU|;RY#5-x_b2r
zw%h@|5T>!Y5Ar0G)eY;R^#1tc4-E}yv9G^y;V0MtR;^k!efo5;=oep{ymjMZbM@)!
ziwD0t_Ui6emP{|nUAbb>^<TbuGSo2Gd*$4jkLS;sKC7bO^CLTIe>q-Pb^7w9QzyPS
z{N}rFzP#q;ojZ42`Q>t3SL?Ofs|P+gP*_q(_<MKk`1<Rw>+9?Aea8pL9DoY^-nZ|=
z^XGrU@w&0G5lnmZ=+OlW7A#!~V*eVEAee50Q5<(GDk_2qTvb&CV=YYMc(Mx?FF>Mi
zRsHqb1IVQ9{OPB2@KLN=w+_$l)~#whQ!pw{1mLd#^nU;S*%zNFUK|MH@K-?c#TNuf
z@7VF$ij^w>y=TAL-*oefw%SuapF8sQo>$jzUjNFrSIqZpG2inuJUck30ljC=oB=S`
z*VRL32KoYep(NuB0_Pof@7?XWP1NX`&$fskP()excGe8EeEpzyJG`ufE469o{o2?2
z>kjs|Ax!U9f7|y1O-K6Cwgw58(0I24am`*<B-feeyx?WE7#j$gcim%{T|t0&tM(j0
zpEx`Ngnaq}(Y<&b7ThZx4}Na@r~Y2co9Ou^&=((;?-bso&*WeDLhjz}#mjvgqjE3&
zVE>bU^u-78@2;B-z&LA$TLZ53?w=9=`=I#{hB{HQ_DAg(@w|l3VfT~fS02}`$C=~s
ztxW{_wx50$wN1>N{-+NQdNt4&b9q4D{~xHn{~hjipJ3%Oa@@2Lqo#})VKri;)yUCP
z$BeZZH_mqaxM}0Z*-n~hZ)@%9ijaSw5O6O7RDr%eZb5K9cp^E#Il$e~&&|Ql&C%Z*
zUP?a}HHb&W<}yh@rwCEnMGl|^_>q0R14scBE|V`{i<lG^pU&6GBa$N%a^tgR<&>|P
zyK?39McMi!9Y-MxVk?5!2Ch6_qDhd1mdB;MUAgwa=51T%&R>=X<7;Y}DJDBygLHy<
zSs633a}y15p{hu+I7}=GQz@e2V>3}{v2bo>Zsv4Y9d^I={%c#`&Ppi;=yGW?Y9No~
z%Ov?Qg8kVvGM_`2@>mKkOTp)=B;s(j+K7gQ#H76J+=_zYIfX^DFduKw#YQM244TMD
zwN5QkNZ8Q#xMC(hRHO)(g<4jGEYzscr<;;Wv-1~}&zhc75H3|p*}N#VHePQ?K-GXk
z#U@cgynVUkU~J;2!rvQX(n)0Dd_j^*l^&{2l8WO+f&{TJQ7TH7OR~d4%M)Uj7v^kV
zGXK@3^H)M-%SbFqh%Ssbl%|?WQcbxDQ7HzkAylGMiNL)WfQpII81$iGT3MJ@9vKOK
z4TlXkQm0Z%I7$Iirw~Re#ab~>#be1>bR~zalgXl0p+>b9oEat87}dIz$hh?Aq$GVD
z3dD$|GbQTdV#8x}ig2|^iSrAkP@z*r7{a2WAlQZ*;ta8gG01R;OF?7<>cCP{v(wUW
znUS2Fo|K${9<j9aysVtUoV>!^{DSN}<PT)0W@aX*V`X6_rKQIwrI`}aO!4Wa_zY7*
zsxdY$T&I^Ql^mX!#^8rAIWz&ArDXGTT#=C{GIDs49IlSb)gdPY&`b6gFoI<~x)RVU
zVyeYVm7J>$lSX05xuNj=a)QMyG7+)+jD8{f0)T@A<RD>C0N>A-?c>Ar^=0AG(~IT>
zBZN1@-<L)5=aK-vKtaF#c_bfBkS8n1gGusWQN6iLKLIyT%nlIIyx1Wg45}BC?#E&U
zad^Re5kn;5NMzt%fmF;F@i{yegGmhurjP;{A!Mb97pVgGs^Snw7O6GqLJeAZ1lrxO
z;UQ$IL@ceGZwQme8?*=zi^KO)$YuryQUZMZJ>5N=9X*`z9`mA+f+ajLPBe5HeH6}Y
zbg?EwB0;}N=^2SBX>oB028@b@M~7>S5!$$@h{R}AQ6P^uD&C+oMTW<sItIgWhHzXO
z!jzF3d6ZUe2vZm%RI&O{{L@J>5%7njC^;*|n4KDfx@2Od#3IlvJ~|>UIs!E$m~MmK
zJEx*}(Y%T!^U?NQ_MCe&(qc2xVzM&g3iDHERus&rD9q1G%g9JfO^r`WOU%ql1NTDY
zB|b9nKX@TGCp!<4Z$^3^VuoXksS1>s&_!OJ6nlFwYl3^7uqID}v}=c7L}PI#KE@hr
z^ysN0M@$|$!V1@k-%jJF;j_4L>{y#AQ=F$*IX}~T(X-b3(O~O)cN+He*S&wI5x{xm
zaW`5j{&{j&e?2-KeoK2e^lSIt$LRmPeeE}~<*$!8Jw07Dw{Bg#b`4a3U(T4^e|~K3
zCqhPh@AkL%_gwF4KiS*%;V{aPL6}6S!qKOF2k&+sZfHL7d!@G#&`T5_m`8_jY02zG
zc$8&8-V&gSp&_7eJ5deR+S=FJb*J;*(7^rSyFEiah>AjB)U&bxbAA-!q%c{JAtU6W
zJ^#uCu{=+NXgm726NwN|#bLep<k$YAkGl^(?EK_G_c!R4BAVU)rJwNk+`AK01EVkO
zzA*jbQ|2ReKXRys@GSru{Wkmdo5SIi2MzDQ)=T7X5L1D~WIe=Q?C;~%JNM%cD_5)l
zMuNmTJ3BDRWl?~!x&P*yZvbN3+FA(ief$ttPM-V}R$jm%AQ>}YxE<@c4m@ktOo+YL
zuKn_8`1aGm+Pm#%tAE<}(L0rec`0*dmtVQ`)svyd!M<zfzdba6Zu!je{Lc<;ue)-z
z`R1v*n`bUwIeqf<(YN;O+W*nMn)>QH!vlDozdrwUIrcovE(Lt+A+EyQ+tShkUvWi6
z1u*-_k)u^rH(>h3jkPs3Ku}mCphW|KL6vYsK;yM=F9c!y2*G`7;e6OC-u__EH|M@-
z?QCgis{7>FQII^I7Zh(mF8~`)bJePqYu2pZv*#Tsz<7>WIP-!eyLIc<Wy_btr2yI4
za!=4csCD<wEf>H0sJ-^f_WCowTspb`qdgn9Zd|&2>CRm{Yin;=xEKEluzBy^z4*Iu
z731l^l5za_agZ=@efzfU*RNf_g9O{#ovppC*mtn>vUS3O-qm)y?c)8~Hy_rnM~N8W
z@~zo)_twt-#?N4QxZiZ}LBkslYY|<$8hraKtJ$1J3z^q^mh>tha0qG7H@6Pe?Rwnt
zKB`9GG9voHI}bkSI7zr22C%=6Q`A51KKzez?{feqe*Vn>47nT54a*0<1;5#o{`$@S
zpJV4=-_zWi0||Gq<&*pM@7%3L*~g{_jawhJy!r&ezh>>17-}PSOkRU{4%0hPbKJBS
zvvS0IAI>6g*Ab_O2vP$}zj)66Pk8wM2-O#PYmlRnK5?|}DHe<w$LpV-FfWYeeb(^g
zWW$sH2KP>w>@;>F#9r$WBPJ7Tq}8Y~Q^$_888_b6e8jPyFy40R6elMKFJCWm2!$iy
z$~g?Nw|kJijT?Nw){`8qCpk@<;^H*T%iTG^&ocze!zsXNnz#K_H%D7HPgfsr4<Aog
z4?izoW-y&gV>3up4uzrQN{lL9R!qvg{EBVM*KL@$GFzXZW6Q$mLM@daPUCAsII198
zvMhAt%(?HaUH?|)OFNe?-7;^^s^Wr~NpUk0W0w@>EiNmYo>!cmQIMRJ3#|+D?%5e7
z3+Ap|G_SHCr($;bl6Q9Re{<&t#ksS>ltvyyPNxXiGzl^pcuX0er4VsdV!j$nz*Vxb
zpUjmjpm6F;v8L4c#EiK3)R^dakVcFyx*#K`qM)=CfvHe%BaOx|eL|!$JvK2vC9^0a
zrzkzUC?mT#GiP>j+3F?B=arVL_#(2GFV#1IO%9eY*)ld)NJD!ZUCLxfNEMl;gsixP
zD1}ll5+{YKvm?Uu^bz@yx_sg?q996_9id5-ixcFc%y3nDm@-z%i{vvRc(iaV0V6`h
zj1aT6A|N|e#-%AmY?XwokZ>g;Hjj%wGXxw6)f%}rOsUn#R5CtHCy~gQ(#UlRahO!7
zl?ZeSnJFSX*$|y#h)IbyL7L7<NSmHhJhPy@Jg2lQtGG0)xGcK_R@2h#;*7Yogs3>^
z$8q}D<QNowrDi0e83DOidHETjp~Ph5Yb7RRAhRqvIU^}4Eg>N_J|33<;GFdIyiD*7
z%%~ZeNvT=MXi~s*RZc-hc3x^mCK~8WaVase$q0yuj!Do*Myo@$B8imA5{6LuAq*Z}
zz~>-1O~>X%a-sSP4MHq_Bpcl8FQEAI@$AKHjgX-f(iIY>QqBnt6^5&L8Ua<pAq#lH
zVm?(Wpv!qQB&3OGK>}(ZMk)D}0F<%`z`((QJhDHF<i{ZUGq8(6@<k0XJ;a|y^=DK4
z*dacwU@r#QoknsEA-hpSJQ;Lv7SoTz4&ZVEc|0;t5F!vWL~<@>EEQ^rQYA${8PHe2
zWwPiYA;Cd`3<^ogWrxee(V<FHxW*KrF=|!eutW$sGA>=pp@Q1we5OKxA4i6mgTjtL
ze@_=T2U|zmsne!Ro;qQI^~6bzHq*RZJc0v**)-Uvg(9v*%tLINN`u%mr54(-QY4gc
zSOV;((1LmNU?Gzx<}f5&CN2d`DsJJzS42nEVz7`+m2m0!x3J^_rUKwCW{1kSVM>86
zRE!gb=m@z{r;O2KsbX}h=m=$`RuLJdGU~MPMtxdhY;Hy}2HeVu(5!)KwiJZ-!s45n
z9F4>>aBo3g%Jj0_Qgm2kB_$`vCL|K#K1>@4iSR<kSb`le;ASuwu_7bUJ4b93Xf*~t
zPeCHFTwVNZtX(EgvY#+v8h-7JA7?XmEN~an?i5^Fu8$lsY4oTmxR2Fjj3L;J9%Y4F
z#*Ue4J=GcO8Ta<Q|DgSY_WF-%Zyde(%jfkszUgm2|Df-RS;PG6riP*Z+DDzopLXuG
zG@w1{-1`tI2mRH5KH9!`Q0wpSLr@hAz6h)W1H<`fHa|X-m2UU640K$%+xFF9+W|oD
zQ^Gb3Srq}o2Zvktb~YTn&~OFzhCe91&!HEX3RuN(5OPyNydYQ$#G(ufQ*U*>wW!u@
zx!cq|*g5#{-reCl&3Btn4S@0a7r7UIM2P_UH2^BlWjX=?o+U!u9B99IuMJ7IA0q&b
z@H`MX4}={WrvS*r0Q&wp-S@>;;NNktdAFD74kOGD*xog(e0!nzVP+qAJk)vuc8H<7
zot6|h%S0QX7jSs|*s(<m7ecMY#yy}HhE-Up5sv`qUA=lWrrT<2su8mG8~1+p&O5Le
zymjKlail%G$i0w27cE-2b?cTJH?BW^c=zeU&b!^0t1o=?8~2u7xp?x|;o2vIH?RME
za`j6~%Swx0UbXP;UF%OCdHshoFavz@^DkdqynOn4^`(y6t+$77cMo;{fqP+m1<L;N
z%a#2f?t}9I+zW5Rv16Zn`st@2VVDh|m(G|m1D}F|3bO=W{y%YVKMwBjb)X$+^DD1>
zc<7_5`l`z}e%`SQ&75m6ABT}WjA&tVVbi8fGiS~K`a<u8mjgmK7NGal9Xpq;SXEM5
z3X?Ms+H%kG@^bhbHg9}+|GS$`9Nuy4*t>w<9lN%#s$5xGRtk8&QFX1OozRf+(gA&e
z<zRI<kb%B`=3c};pg_64kJx&!^s*t=4Csqok$X*_JZO09aWmq!w!+Eq;O6SV8|w$F
zH)E>n(X&nm!UOXxtJz%42Mh)bV{71k-JUxQM+O?dxZ8Ykxb47`u6>rFOQMCa`_ORb
zr^wtGynXA>XQ2N>J_q7w{`Vi2Q&e0M8#Mnk@Zo<Q0~7JTU4(qySJU5pv90a%)~3C^
zbzAS%;6*^6h1vIumk8)f2)}O<MQ=#@ttYB69@Or{nd4yV$-$2Ah~f-*Cw}v2{qD{9
zdjS6bzUm9;Mbz-I`lo=~FB^$<s_F5Wmd9sXAN|n!@LbzNxRhaK`EPLV*ztCw#~~VM
z3W#^aC^Pg<upK{P8n_n+n$e@D;FvOLqTMtQtb1TEnJp5i`CNssH^tG;!*;5Rjg=FY
z?GzUWTX$!BZx3gGHzz-PYd4!oPE#k?*-v%y_3$P6f``2Vy?q(vU@l5$L+FAKhM39<
z6Ufq|;uaK4-&wg~>*C5hLxO=XH*jTorZAMkQUr#`{KzK0WLa*(jwMUqs;u0-V)^E|
zvzEiJ7#~v{qc2a6n~{|@qo8DZ@r<Iv8Tq->k>P|-&Yih*X8EGDq<o<7mJP3OUcU?4
zuSRL)G8G(#Oexiet7EjP=rDCOFhmy?6B!X3ril`ZR9IR~q`?qpG9|~wB^jelk-DgG
zXtoC9tdg=73l?F`E3e2&PECn1rN<={q-D%5DqT=MV{U2rjDn)V^vvSS?0IG7xK#3m
z!9ITeuI_>Ep3EQ;&^KHni;&9YY_6IwO3+0nM;W7)>L`gcRwheUDYGNOa&_TZ;hL<l
zP^j5Sa<PVry>{PFYLJ#e(J;uN43e52q@)MRr~z_DkeW+X^XUpMO~GfVCEQRMAABp5
z@I*qkSj<z0%CzAKN5GJkGAvXYp#jeTW7N?4qBIJFR%z0Or<!835|gr%QgTz$3(~XE
zwzg!}f)(?YE}pq?LB;$9<?|QKSh#%NvPCl%6a!Qf)6?KAH6`H^cHHbFOi^VQ5!{P`
zC+xgK7>vtEO2|w~%t%Z~jWeZ~P=<@#07P{qWv8TIVblqsXBi2J1$dRRa*B|CmYS9s
zpO6|8lN24D7!{Qm8D$C&*UJ?uK3_zm^I!@Ort#=}A@UpqdM*!{S9+l!641-%gtKX?
zkU$|VNGO1#hNb3%AA`k0s#HvuNf~kxRl*A3F#Xy5V3CL>69M!>B+MW_6+>|T+z@|m
zupcgY^dJE}kQ?kn4fdwc{X^*f)DUk<h!>geOJ({qSOF|_wXpnIbZ<J@l|phM2fK$b
zd>DKZUxd(Ls!&7|is>RLORV5YRYG~FM5&gdy+SG#2>C2Fi%O-!-$NqtX*30w6D|?!
zp=m1RVKT9t%Mvm|xFIBN2=+zDJcL$|{V9H)zHW|g_BIaIlWitXm^xwH<gsHWj2bm@
z^q8p=COg>Jd%JoCcn6XEC}ad;_=N-q(wS&&rm|SUR5}TPe%?Xe9s!<iSR@}0imz9&
zzZbq{kT-5|@%L~J@N^DDl7+83Ey#yK#yb%USA3YkzU&Y`#If;-(q)R66D;9|NO@E&
z36Cn~(!^Z47*)%BmR!hH%Y@--X;g#?k;2h>btE=Iw9;^`L>GnxGi9t%o0Jflo)(*e
z)Lvs)M1)EkrqF2Q8jV7wmP=(~kx0Pj^SE3t5C3s^Y!;Wp76=70#5j{lOi%ZKX|}GD
zC)rIHZ#{18RLdGWX3E&nR>T@JW&Ake#?hlD<I;Mnll4@`abu^995HdkhzVmxTTPwf
zfMwy{C!PE6w;gJ!|DwA3yQ-?6>uPTFbt0d()hu29=|E;a9zD2y{Ym#xV#J1U1s{3b
z@gb;>NVWa_q2v#LgqZ;{kwqzj?Ew)4*gOULLQX}&L|5na{+3gN%_z(z!snkWy+a)b
zyBdz%tUdE>L*rL1JwJ6e-{}6G(u?CW7}dhP<~HPiq@n)O1CG4`!$Wo7O@z&M47J^U
z*n1Zu<Y4!${#(!bWP7gQZXjN8vPB|>JK~SrYi0n;R6ZQP_gX$j;RTdl0(}R7zHmYB
zMVtj3&i_XB?X4QDe;+eDus2xZMt`UG-su^<-7wg3<^hp*wTcKj!|Tw!7grwLdI{6+
z54wMNaIbxM2oVHC@GK(KFwq8e7r_ExMPS?9IddT40)4U0oH-5SE*!tO{pFWmLIA=8
zqH6$pZ!5?R`X?435c=nf-22+AuP$4<6#iA9;NwU4etpz+4`sVojvRb{EnGTtW|jPM
z;rRbGeB<xKH(F}X9Qa_z`ZdccS1eq=dg(j6)*k$D+b2hNojU!&rJuj7Yq;3cUytFZ
zKKM1yovxVq54{)M3wA=#2j~&DTRc1rnpqwXT*1I`%!n;qxDe_qhVS5oz-#}Ud*O4a
zuC9h}7CF3Me)%PUc@?@lcf5A)%K5Vw&Q`9jgyMbt#POP%TYzi0h%qjQsFY>PmTuj$
z<&E9DE&mGs)}}36m#<t^F=NKYO&jq{E%(gN&&R*JZf)g`Z7;pCYYpzTW7pQLm~eZ!
zvSMb%hK=j0Z(iwWZ#;SOgyrktWyFj52(y9@9{d&e_O}hR)ZVT^E*Ulv%;!_J?cL3N
z?Nvb5p@uz#c@-|-`t>mSKCE6r^f;g!8WCQ^@S3H&fzWv200#^Y*KZrD*>=D7oq?t=
zZWAM=RsHRk?zf(J*nWTr8-($OXd(O<@zlgNP45pxy&z0S&r+s|cQJwsE_XaYo<l?D
z?XKsZ<KM&WfAS~1WAV=Y?~1*@{TjJ@uOC&*T?43kyj<7*Wqae^-rAi5H@Dxb-ZtFu
zD%5gf)(`o9XnBL*1Fj(=&}_B2l^C_!?+i5^Kv6Qz7KhqT4R)S;HuVM!h8m3R6|BB$
z0*Mj(fC6!NxB8p9dt0hHI=*l2`LcH4SoP51n#cbyOsE~IeR{YK8N!c_))VWK`iIBr
z9~`S6vaI6`Lnj&rPc+>7tnuFGP4~WPzIV3u{<*fn^Q}X0YhP(c7s+5%=l$x=`?cNo
z>bvj#H@J87SnE+^tVfQXLdd-1Z6-{zn>@u~l9j`_@iwE!Oc^<H(x{O*0#CKFa&UI?
zL3x&duM`TD<RGSx7s<zy<n4i`SASPWZ-;4ab~Y~dwyyRzuJ+cDf3ZvJ9pp>mF*rgF
zmlYDiAd^{?U;&+>5{Q&s0gr@<BTjNe^t`;1S68grx_DJFR92bRBvwapBx*84MWX2#
z+*E~TPD=VqrDYrE%wAnyHZvtLM<14`5F3ST9iJ7gkY~gv7UmX}6wScON5)c4S!v;{
zth7RnGAcq7Q(82qykx#HGFc)F<1pnCfz}kAmXT7Jj=}eoysY$syzJtV!t(r_;&@ZC
zDJCH!Jv%=aEjooc*_abbMhufqqd~Rm%#xB73l?C_EicbXN=l55hDw>6k}|8Pc>eVA
znaG#KhBK0y)S=;WxmGF-lgf}N#tlZOFNqf%q7jKROz~;P7zu;L4kUqofx!l)+8~o_
z*laC>Zs2pV!WlFzEjXM(RfmvxUT!>ZSKwW=kd=x|h6rV1s5n-^kCJerq}&)>*UF+p
zrADpXgdSUTHpfQB$414*M4GS#4l8X+LVQAOY;2?<QVaisDLO1JI@}Z$W{L_=h}NgZ
z#pI;H^9lcFc1ccNMPbQ;8FN-ITeWWG>Xi$ZFP*bw$?U}|<}X{b>}6b*<rZfprlpyZ
zk_;x3&JY_B6{j;G%?!y^2=YygHez-k+zaRh<z^-(q{YRi#2S-hP=*_m9v_#H5TA~U
zF_S6DXiSZb%}GwqPfg29Ny$n~B%s$|NQjC|(CZWQx)`lCTq==sIDCZslHel`=Fzwk
zzFI2Mi$T1+2mvRI%TO_br3^9wXuw?|4M`3X4v7aw<q(U-_GdDEX*ADZhBr+>=AqSs
zkCKZ3Hr0!U#A&KGgX+T!@ggn(#ta`CI*TdJUQ924mRA7P)hEQ&hv6B>@e39NF~k&(
zG=wiCbC}*C_<}57I-kUm(Zve3OvZvJEs`*V5~e`P7RtFIg+QVdN)$q|lqV3f;9#e-
zC=^Ce5IrCO&qYM1%h)U#hb3arSmZ#ezjv^&XRxnFh`$%v$KBV}!PRccw8>+wCycS3
zJl@u7q8WY1L&uynX6%&l6K$=mo$Z|59Nn>89o${)-CP|!yj;EgJbVJZeFD8aeBGSA
zogF-#?7f`reO#UV+@1X~iR$6(<Lcn;f*b9;T<m<{!iOOVwj_54UpL%snzyU1w~Gxf
zeOzsQ-KY7v+xdCe`Fq$~mY;{cFYf8?=<Vj{>0<BUZ13e_@8j+m;O!cSazH;U*8pFa
zK!3Mjk|%@a$LCTcB8FVXkw{n^HibqD2oCWlQ~bze|A0UrZ*LEGcNZ5ICnqOI;(tdc
zdpk!*M;8wdUk`UbM|*ecDGn3HPaQi3ziqIr#*YK&P8mOT%DAysSh$YQV&Tf9i8i)2
z1oz@@BSwrLF=E{4QIl{ZmW6wVJHNcw@lAKz<@UCk&d!$Jo=#YC|LK0cdH)f8zE65S
z`8y%W9(mgT$-|DrL!Dm{9^l^&Sbx4^K2Rd2jF`JOZ_{H=92P+g&Y-ZiwW<4ROZ(S%
znh!i|eeWq!%U)1=0lk;&e+KlPX=(Yfy|t>Vxv{&Y-CWA{;$hl?zHQxYFQ%bhF*7X&
z<Zty=x87~O`{>U7$M-t#chnEmfkud$0Q8QT*%(-2=?);!x927%>;EtlXa2W{sr=r~
zMo4yd+P)uZIrOOAtojl&fQLXG<|Ma&srn*$tnSTWBw3-S)tt2dJMKmJDnd=04?V1V
z1qehO&<P)-IqR$%Syit;8mM~mXz&Tqk?{!1?c>LUKLNvB5HPVpj~U2>`1s=DV!$L;
zMMZf*K>=>W=E2;#bCKZynQnL($q(?d{%73#aNyVB#`}Gj>TjJqa%fv|QRbXk#aDhh
z`uCx$zuvzx*!^Sk%`blXX8+Os+W@`0UR}R&LnVF{R<4@&?pqta{c3M#)7jyBH}BtV
z{Nabc&76s-J|c|)J_m3wWJ5e2NTxGq&ipg?!l?lC1<8N@`R8!O;Oxl4z4!{4Ypc3Z
z)!Wz8+t*!n<2n@AMT-|NU%BF|GpA3TKDB7^qNU50oc;d0+x@*zVPVz4WM6JxF6P=^
z<X)s+?AW;zo&<OmFiZ!h2ZGLsd*<dWUb1-Orgg9F+zjX?(0AurpzkX?wyxi@e(#5S
zaL10eTPIH*d(OS^sH0}?uelfd>v!7fZr5J#BkI_2VpZLJy}h#<)Ox4>@cmn_J*ZlR
zI)*3B+bqRoI1hS0x&@^dCI^eg3)=(C5BHl64YZuT-FB(Bqq?WFv8SsAT^Iwc-wn1N
zf82TCw-!QT_kjo-={|(*nCB_emNz5P#;Ur8u67JIboRG*_5RPHFTQcN`w-#qKQJ}+
z=U)Z?;Vqb-?Z4a8IndVBUtil-Ro8o^t><D#`?;37@7k+R4BXmHWV_W8dA~$un??Aw
z6j+$;L$Jpq5)Jb2aLtwnw>A$|Z?dGEVTP2j(>LtHLVns%%W<Mfx$V^b_OAy!zU}My
zzPA0xD~*@V-?(w+dMnWPzs<dXUa&6U7EJqP^Bt_eHQ)ZKrR#KS2iDiE?ccVyoo#Ra
zzN7xf&f4>xb(gvut9sjOd%Nqq`VdKn7LpcX!NS$o*4@|M-S^+%-Z9uo91BA)ybab9
zCQh4VWp6dbak7;?{y1tBoDYywCXOC$HEEKagM+8PUkHyY6ABa|0Fyv^2!(}3!Li+s
z;_2q+=IrI};tgYiuV(-yAcV`{Da3NUHe4STrj|*i(DB$Dg+Lgs4U0n16qPAua8vX#
zbMi_yE?%`}&XPQ1Qk*<2K^b90Bvde4NnslJk|d=jGdwcSU@VF?WugC7EYPs%8Wv3f
zld-R-Aea&xq033nDJ?25FPT}CUsgb%Z)u__UC5R5IdW5UYGPbws4@!UTtc2oqcUWs
zVxnetNx{t0!kOhIvu0JyT`+gi%<@_3Dd|b^i8+~B1$lV|dAZpc>4|Z%1|1S{Wl>?F
zm=!|!KZ*cQ4Ul9sz)KkysY{KG$xlly1S=;cB8^ms09Q7f5fsRyh8VS)*zj-}2ma4s
zA&nlXR8{2Vp|V$oQ7vy@J|#rS<-z9=EeH3qR5WTB9IJGyB+y@ori1`rk-s<B%T?&-
z39&apAu2LOmL^7LMyiuE()dtGLYOQyQj>}ysYp$dAw11wAlhbA6SGj0mWE7(l+3Jj
zGzui(3B*Jh4QSEOnvCJ`F%fabh=dq@GBKVXpO=|di2B-`oRT~Y{+BMCHFx#$$_<rk
zS1)_1a`DPl3s<aOvTD;ykUdt-C@9TMPR~Fi8wx43Is+`hn1%}tGit(P!z1D%BcY6g
zZ?lpTajJlqA{}~fj4|10NH#{}B}y~Jq{YVImLx+|a&&Y?TwGQ{0@31Tg1y0z7!_$*
z36c8PFoJt!Y&MrdVFm@VNE9BGE#oOv;s~`QN-2yGp{^oWOb_6&NjxP-rRJ%{R3R^r
z#qp!DeL~pY!E7{}cu_ds6uxhWIEbmD3Y1iVFo1y@X|91Z*C4ic2*-!c@}{!9X&fIK
z$CE^N_GCG`i@kltK7MRh52mvl$K9Lfg>M8|LZT@`*is6M?L%gGkvRTT0fi++eKQkE
zFJC~#H<yX9HEuArFc^FqQ-E1K28&N)aDu6L@brMdU?1NgcMp=g2i4aX$;FI7f2yBP
zpogoUtD~QbgTI?&AT~(c9X%awoNOl9Od4%HakPW=MA(L~gW_OgMF8-miMEp`+fN1e
zI=DJGgMJ;SIYJe7v~_fKaPe|+5AgH^_o8vx*Uibt)e)B<UP!x8dT|Mv*WUveOe|b6
ztG><wXlV8T(At4`y<BWOovl5cr+PVCo7Yraw=55*sqRkJ?v6N{wRXhgv7T%XSCj2z
z7yGHMj@B-YQ?Z;KtX!O?c(~d6dOMN=-9sqe)DRysEIz)@9v%*E?)I*3SPo9kcGK*v
zt*x!5OqpzDHOb1#YVzdC6DLlZJZXxpjr}xR$0=6RCQg8y3*wzLew@{W@qk<F$#_X7
zT2Guf6`#Vwb@PqZR#vt))(-e9xbw)7fZhqXg1>@g;a(*F-0QjC-_ryF#Q@sBIVugb
z;r_$jr-_NSezaPc6U@3!{)?F!5HA+=Hzc5%E40wj^(^n}-d)&wyL)?UT072kpfb4a
zJ(L}zMZ)6geNpK>)zbSzd+XKCriOo)T88!t6t~ry(@;@fZ0;|vZt8FBx!*nf7>eg$
z%bk{+eT2gSRD8AP8YmY6FV;;n`Vy*d&o#tJS&YHIb2~iaY;z`6$BjG9e*^j=;P)?7
z-@dDZgkb(hk0mj#UbAEPW+lPB*uQRj-NL;?4QSe`BF1@IjstSco87PBP)_K67-eeS
z0d4SM%YmnZO~3y76tQVfo<4s1l<4(^-ivK|#B%{4;g!V)u2{I&a#>bZnvszK?uCD#
zwzd{yN&gY|Zr^tE#?{9UdVU?M8NB^dWBr#$kL@fj$(}Q-^z!*nAKklw61{<rbA8Qc
zns1!A{N3KuC*C-GVE67_7_6JWaKZG-W#u2dwWjID$tU-&KD<-?)Aygvno(+Low#wM
z3ei~5doh>>8w1P?c)$QrI4;a4gwIZ#IDv=y$tRyc&b@s3GAb<)jPRU$LC)8!u66f8
zyzIl!-05$=0;!rO<M!cGNK{y}cJ(h;FQeZ2@so#DRo7r+fJLG5rAnB7k>3lK!->y6
zJ9^@?kB=Vz_~@}ujvfEu2f`77*YNp0cfP*!!;e4w<k-FwhjyGexc%7Cw~rp%d*qY7
z-+p(Zr?aY~_1ekLjzX8l2TmVQ!;S9;tPYsS`;)(SpmU(3p|7^8=a;Kp=WcX-Q{VPg
zck`(`4ae`*?isp;w&F^NlYrjm{k(*3iHcr)$D#2y5L@;`HLu*QeXFnWL|5zi&W^f{
zF0_7QjI#%;qZ68URY%JYeeIv!>pJ|f2k*oqFJuqyBdkYV-wyVnwz&1)o!;*LI|!<U
zHdxm=07k-BK+Xg>79TI3KmLpBxF^Qk`fn4h7XRkA#6Lg({SW^lpm*SIU(ekxXy(oR
zm_Kc3?r&-vXm9N9xZc=$?bfx%>J#17@7%93XFk9Q-@5Cmxy*v7Z?kB>&D)<eZnETN
zpey9zjiu&Ri)F+RT+K#;hq3A)q`&c?VGqVdF&6irY5$$31MN)*8tM+!UjOv!)o;G9
zy7E<Z&8b^;U(~c6ue*1o?lCa+e}aUcE4t6M+!s{bJD)e-KGo8FrmX{rYo^?m9|+2=
z!8+G@>q2++&pkJ;_Fk{*yIy_!W_^EM>p)9qe+O~y@>d`K4elKeSHpN4%bG9&W6@aC
z#!rCQYXz|vdx*FkI}UoUy@P{?uMY)*Rp=m~qIHYRWHR_%wur|O!ClCpvgsJWXK)2v
zp<FBv4+Ut&r6;FmXJllirX<8-7$-s(8X6rQj?M1W*tjr>B3z=(icOlGSGscMg82pI
z@#;vuK$)yHB&zhGbiN{(rRPf{1yU7_B@84ny}T(dE`g5r!EP?1V3LRug!%!RpRZ1(
z#*lhxVcCq*nWY8Oi}Fefb4wCUsRE9aMH6ULk-D&0g%lRcFtq}P!lc}+(&;5As+e6-
ziXExBb7sz)KYM;zQHjY2&x1B5N*`y8GDRb3ORI%nQ-a0?woJ&;D#W@_xn85thsq;V
z(g>9dDPmC?Wn`#Qr<7@=aBT7vJdTh~MN%6s;S5eU#VD|;OCh7YAy%thTwXrEq(mze
zvI7I945mgPjFicv6^dxgmr2A1kszGIl#&C5{yySBKN&edMJ0u?LJUH7s#ac}99y0o
zlM*IFIb5PvmZn!{8Y41dbSY6`$%Y7mdlOCBsYzLBDe0*&VI-xbB*(?a>GTodVWE1R
z#t@}38Z<G;d58{=i_s;;qgXZ$ker)|@~`y#tgMp!f?3lmmMvJkdikn#t5&aHwPxK4
z1hK8zzHZZol`qdNDKAXR%t=U2Gn(SV^|6{TER$u0g~#c1i3US@ya~x_d8x^{L^E+5
z0lMJcXain{v{)k+t|Ui;d!ulBs(Il`k|7ccgq&iG#){WRz<4a@a=5`zO2NHkUI<gl
z7Hg1br;OIiBjqePpUh?X(ZwNrB3oFcmj-j#UL>wJiRT@}_X-mDki>q$Dl#LIC5jQq
zV}(jwk@|&j-29o&KDd<lQRRV5sXtxpi@pT1$irXi;iLBPjiQirWRlF&L*U{faCPOo
zx^dmy`JO%!G`a<l7#=<}cOSMNi5nEc4WhDxV2U7z_ym$Y{ZNh<<nA5h;Z64Pp?D+c
z!<XXaL-z0va`Oyyar1L>_Oi40va|DXbo6y{@^y0bhO&uxlxb5v?5(|>Z2jFF0)V3)
z;8lB1CmRnZ8!uNoA9n}Hs@`r6?oM`Y4%1v6?A-Ae-Q0ZKJ-po9JzU(}oslc(?(5-2
z^7W&Uf*2?Q3GzoiAT`jJ7DSkpnUnxla3B`0Fe!w08H-7QWjTOHC-E61E-jE9g1h<9
zNl4T7qy~9BTVPjWxdjIhi{kH2_VWnx^$75G^9MzHxd!^6`p%OQ=tT<ffaL4z?d0R>
z;N#`s@8c8{;6@5^5A=8S@o{u>vvqd1c5=3McCmGFwR3i{1F75D+t}IJ*xB1UIM~@c
z*iR!q?Ck6u?4~)|SldmVVryk(gM};BQ|)YQ?199@?QlBd3;>^+Y%|6DS^RPGB+MOH
zjTt>*%$NxiCRk0JIA#3!$+%+S-unY>*blus@Xxv=h)vSx3sW;gT|Z!W9D%*&ftrt=
z^kS+Dy+{~p>v(>*=T|_y5OpCCfw;iEu%ueNsn70kx947e^S$m1_fVG6`qty_eP-x=
z=IMP==>_y&?`i?`w*5)z{lo8mkSfp@Q*5wPf?Zo64)?Y9-s!!IDKJ!b4d2C41I`EN
zx)#2Lv<p`Qyum<UsJ_p6xVoqMU!reIU&oDsf2R6&o*cSe^=FUe{qD<y)mw*eEX72d
zWgz`G?%g|xO5&a?s2+yChplZ(W+|cjHE(;;^y-t=51#aX^XtQI;O-;HypM;U{tEDY
zJUBS`(@*D@ELj5LMW7aj+F*#a_#7;kV6)AeH^Jxd=9_PxI&})Bi2sCpw{P28b?w5V
z`>nqYVk7t;+za93!cX7a89*v?Rn?VmFMRtkptt$j;jWrbTdKdP`uX_Rr{913?RB$e
z7QD1_&W+2T{yKCW=zHn=!?TeRSU|K4S6#n~p9lO@z={C17Q<@@4gTWG&oNnsNwhX(
zLpL?yzzxSTE)nK{Avmb1$PfeES`_1JRaZOu+HVi_b>8hfdy()qz#$A{^V)T5S5_iA
z_>JmYH;_~eJsg&1jIF^h0reQri-K(o&eb-zUu)?2siytnt(Kd$_3dq~I1R&i+VguJ
zJoxd?S1vU-Ty4GeW!ueTZ8cxE)SPa-dAg(V`v-TxnU_90aR_D%d>}K;!o9FMfX_kf
zf0%3Qy4}^(Q&-(};a1xhtqmXa-r9Nh<`xK#!?jx;HM~M3GXr`N)PQ7KEI==|0GhWE
zKHghv5bb-n{=<RhQ=P4sYug%bws+Qb^fYz$ws!TlnO8$+@3q$6%dM@yv{%)(o$dX<
zd3y`^rtf`y{2rNLb?QkQcbBF~8fhD=rEauETAaz5+nKw-7-Kv0jSVJjV=&l&F&Klv
z1`L<FN18PCqyp^sf4&JYCTHiKd++(f`<2(XA+%}i`+T0yBj~g4{op)Nuy{FT8nW}g
z&japVqkTt)ecevq&}p~-xYOV0971KA6U)t@SQl%M|0eXs&0uXqFgKpQD{t`s(817%
zuW#7x8gjUYot|M=|FGLL<aG@A8r?(Rc8u<78930^bEf@-r*j7&EAo4xZJ0#YTj%q5
z3@>xPZxI@4$LqwSO4PjtTZ~a;jM6vshIEGJMKl^?i2-5oL>qA#ASA@k4xW2v;LJ+z
zsa1{>tGZ6EX*=`Usix1rZEyLaV-(Q$-^IOGGrA!z_i7gR0D*6tesDJ)a-TcgcQ!a@
zj`W=h&5wO2fApLL=xy>f0sK3MdcDJLUocUFh{*fBKmQ5bdp)!b*TEbec5P?~W!<c6
zu7Qzc=3lYBcwP968PO4u@v~#eNl7#YgD;nBlu9k1C*g8L60tH(snH^!HN$Aop{C1(
zYE}eTl@|l?RxhrvU%q6?ils}IKuu6rQ&Sl<K$Vv-g3+m_4jbjLhAl!)ZvC=b7v8Y2
zyw0T1W$+dGT2pR%mWnBqQ@KWwG7~?7!R02Bl4gd*PoF`Ji4jmzwPK-)&q<AqrY9w4
zX|>g*<x3VUTCsTfqWOy&<}PfQx2U3|TB|}(gE~`hHD~1;fmIElZVLgmKuOL;wo^^R
zyqfw2b@lag>ybH7U0!Z7=ymBzlR;wxzBTKuSsElEXw$@MWUk2tDj6T1Ajlo{Drt5`
zn#G{D8Z{=J3SVku2+`$hKtZR;GUQ?@hoM(W>#NHb&Z*2)DdilNS|~s#>)k7s-@asV
zc3PU0!O%%0Hm$Ze+f-?@RoSc+W>bk#pQl!3OTc4ujY6(jBFIz8>>5RZT2_&zU0!Yn
z-&<wQ0Pd{>?#;`dS7e)8lv`Z@Z<?*9*j`s&GPkOt4v4p+yb=P3vNF59&}2fEtRV*h
z0tjM50I}U%RA?<N&aEuB&#5Y@ol`NlwrXxoHJI&13l`k4WZ4~myY+#)gV6V(M<2ic
zp(h`Bc;zEcJbv%}e_Obup|W~jaam2i9SzH6W=nZ!EY>oswZvj6%O$AqdF5sGl@;|+
z`IZ*f0ObPE7UWeUPr0z5rU(EyzuJy#ax3$5FgU=!hCnX};kvS7Or<?PKg(!TAsLJ>
z<#OaazKYlsNVB9FOS1|}GV{%HosO@_;L38-bc>3s8jv(BkSWQu^i;Zr!pNX7bX1m+
z!O0iP7i8O(=NB!u70l5Z%`Cn;iINsiPEVv{(zqt3(8LgCQh7QO-AJP3&}d~`);xu{
zP9Z7cGHvu!Gd0CPPFBXxmdC}a$jNe2GAAa686Cq-OyZNsoMbXEEj=Nb5|@}VJB}O^
zOOB3BiHW7e##7@GXmN>jOe}()<EhcHsZlZH$S6`|6gfINB_=v$b~HIAiWD6|iit>x
zjie?-BMlHWay)u6hD%FAl`@-36e@G*$t)V6W&)KIM@fcAK9NBoGm(lyNu{Tz&{9(9
zsT2-_A><%f5VkeGT)>qJIC247A-H5=Q%QIjc-fR<u2O_6*%+0Cqd~i~LZFs$RT5mo
zlnWsN0Uo9imjddg;ZvnB_3@zyp}}e=;j=_srihC~H74R(6k-IkaA8js3+P;S3X4t%
z9$0i}ph+AyiN#E!QR7IYXh7ej<mhD5?3C1ml+;8LIUbOmL{3aeNlvAZQ&Y(#QgTvK
zQbIyvTx`PZm^c97s7P?Xz{9g~3>5?>I*Pb5B0MTQEHW$%csMd50!SDiS<rx7ckML*
zy)$ObLYM<_&9rGVF5%v*VC}y=i$Tl)NdtrpkT(!yuV=$#-)DaB;b3y6=ePfzV0r<1
zk$yiijDi3#y&;jqrCSa;#=Iv3uCJzgiD1&7d>aY5Z2v~TbK@0FFPPr%9Nov=9c_fX
z!SQ<p?C*T~hhz_-Oa`2+v9}KM5q9}U{KJj`N2{j|u(rw5bOqUlvLIlBgW4gae>fFn
zeF2{FPrvg6`u>phb$t@>e2>nxU!}T@B3J+1v*Ty(4dPxz^1_VsB1k8K?{yvYJNF{c
z6|m<L2k2Rkjc@2bi9oZy9T!F#FHQ~rjC(I&d)<$HcJQKLO+!is=%pbef#4K8Fa|1!
zuC9*HKHCJh8eri&>)t_r@*m^g7himlNF-SO+}V@+r$*Z@`p=E|4tKPD72<o5Py7Ah
z1Kz>DruL?N2fqGr{n}60uR3+`LwC#efv#Q7*6k;L-1x!!tClTWaQB@zo&0edWWYa-
zojCEsr+3}HV#(r#Z@>A<;UB*7xLU`CU2bRRH{a~K@9+2CefM44wrvFr2JaXuvjBGr
zg7^6G<3N?8qeQLSFL3YaQx31w7w~xk9+Xy~x&o@^70Z|75qSQE=eK^b6~A%__jYx4
zB76+LdoX+9-IFJeBk-=*GuZ6#ec$9baJucp*~ZS!cDyVRWp?!~fshfXJJ5T`+p(v+
z@vFAeJ6cZe>}lEOA3W{sI{d|!_uqK!<u_h`4Msd<l7R08^A5M>72FH-3wZ{@vAliA
zsXo-z{Y7ubdjric`Wv4bZ+rxyyF?W)7Cx7%#|VBBPjt|k1^RK-aMM$RO)m_#e(3Go
z+uhr8&f$ZS6UL<@J!8jvM^5z)pK%Ofj`fc2>zdfzHMXax?{H6JPv_o|?yVDjo1t?c
zoNkvCzaJxt(C^$a+;_s&*LBX(f3kO|(J_Giakr-*;(9~~`h5Qa_Xgiec;k6`u%GT3
za`yjGaxW3?J>mmu9UAV(0lxh0XTpEy8hi(ky?w(j-*Dg1NI$+0dXNz{2J0453t;cU
z<@a3!4(Hi1IAPn@L%o0ql!>-Agy^^D6#!jA`~c7k=<9rwa0p`e1WOEDf>B2t1o5x0
z5*qvNwZWz3^XEHO;dwz92ISU6Fft~{68q2IKhpT9tK}bO+P?a}?d0C(mL1Km%`IbB
z6TczH*_Ct!+_&wQtY?$kI|u>8j?0Yheh0zjhFIJm`_3Ho{K8jzwa1n?_8!AB95ipU
zuc>>mvv0@=wR7kp#pfzoMMBvczq<TS;NENhO4vpqko)tWrd=6)dF{2c!12b$l1XF+
zjm~4Tglx7*C{(Cax-_Mh%MmgeTs}`Mm!(0HX*O935e`sU*?>gOMM(8*Sh}!b+2V!E
zmMp?7S=_L&etyG(d5h{701Pi)fYPW13v1^uu4}lV9?=1d>nr9KW#!2jB2E%rN)w1u
zI4R)?<nVYQ7(9+xE0ilaLVyi0X~r~FUS=lJxzrMIBD{9d(Ma_#%`ccgr>4Gk-kkEP
z>awajn5ass%$YW0h6!y^x#$x%*)1l!&01tL7n(A2jXH~7gCZ=wPOZ~xv<5B0R~1qL
z2j_HDZdi=z`KUcGYb^#PDk1c0R3Qt~6?`@PJ}Q{V<hCqLt_hT{Ivd$uN|8n;$WVwf
z)$-g-G;?Wn3W?32SvJ3B>D)Ocgj#W!N-o=~Q7@~lSy)-2=JWVul13=Z*Bj=Slq{*L
znqO2@lbcg%F_mT-3U%57ZMt2XUZhi(Wy12NvdH+kY2vxLSqqD7wKgMk4&~Vyl@>#7
zzPZkBtIoGp7v$6e_m-8^mLpHB6bZV;NYE`TF37i=O=ck9ygUmMeM6wPq&TOnEWfg{
zu)4a0C_k73yIR#eRNO9rJ%7>7%Wt^jZ@2vYj=S!^^X~g@z5TvhZhPRiJMLV5!$R=K
zc?A_#TM+J=E6nCfi>2CXnUiCyv{{Qy*+phkMPA;VqCz0v5a_K2rp?Q#$jhn9&js9_
zV+Q~R;<Z)gS#eo~DIl(|F3hhfDV$ePx}d580{~oTHGw?W$RtXUKrN9#4xJ&8nq}&W
z%$%yM+yWHFDKtfD{d`-&eGN<QsGVn*r=bbkKx1UlnI<O7%wU=5jB>g1p33Sc7cPFN
zcJ58N1*IZsRti;@NXBHR&@EK9mBuks*jdRGD>=2C&0HuK-j=Dk-K<}(OKVU`>lC6Q
z9#fkbBaIG|#zyj@&}jJA_-p=@IPJQmnKKf@W+jA&$3u7!oP_X*#E3{zRCG%8Y|897
zT5LQ$Hl8s%o)HsIkAcH8mL3~NkB?_0CNPr|+2mw)3Nf5iv?eF<s7ZW!vXDuZa8jjw
zs$59NrGQQ5v6A`3C5cT-Vo(x*ei@V`4kLxjqH<X@E|bP#(s;p;G?|bm7XtTUxWVCE
zj&2~*8$yUzA!MU$MlN6yBV>Z<C9p1^21lEi3(sB(C|_LSSi-~Izz~QxG%}RoiMeSK
zfdWQ6F)vNZPnQd|X%ekUqE@10ng{3$Z3B;!f@*A$fGQT!#Ui>;KxMN@Otg2i$!snK
zDqkL-$>lM)JSJbj5ej)Cu|O!~bGd9LlR<?liky<1L`q0Vii?YnogFtjCN>6iaA?2=
zM*|E;M@B?NL_|eKMny-(goh(#@w&hM^_uC^W`u=>gEWqah`j##Y15})=6nA=+}jEZ
z8;oqQvk`tS*E_(#WBuSZJwK=W{`woDkOHvtXJv2b#7BI9548E6UrjhZA~d}O=tWb;
z#>w7yJRKh&Yx^;z=?#M3_U68hp8q!J4Z&2LuR|dDYTOHLF;Z25pL+=E7}>wh&~0#u
zW58he;6i>koN<E9SuMEP@8Mot2k86ztS`ZVyS{>#oUjL8{b*c`dtGk_TUOU#r`6xF
zVXS+rzxz|1xS{GKmH=?Hp%WR7w#J9xXq)IiG=)^L^WzsU67mM<dvS?KUXZ%$*RMxY
zL&&*?2N}9npgvp%4+3tt6S=i-z5Nyvai4zr>9c2v@Y_Go_rlSJOoJDmf2!%^*8sgg
z1&~X8w4;4j2>0H6%gx^%-tQiDxAZmdJn-e?Pd)I!eYd^$&P#i?Z#cex{g2<g`NgNJ
zUs`?tiscOtJ$Tod<J<q=L?fW@>0@6!^uV3Vmo0p8)k8Z!f2-r{9_VVu20Kn1JMhfY
zPXMpN*9MmL@ZrPf&Ye4P;>3<n7u(vkhYue?!1LIc|5vydkNdEH7|^$|^W3H_n^4f!
zP+t$$7wr<qjvqr*NC@)-NaK5=oB|aU4?KAPrq4b-bokJ*6DRi_JhcAf&9A)u-rMWm
z-MMoI)(+r2@ksuB%T1piKJ?wmV+X$9zw?ui-hSuJweP<DkFU0W?Cv?~?E3MGO>eyM
zk7odVw{6|l+tZ8Z1JD;t^|o!>LVPcQdrzJi@pTRMd^^zk!9de$K-oa+b5k9wgSzgJ
z6)RZ3OZeB&L-7&<3MQJL@HagJcnpx--ScIi<7khg^LWp|x1E9Q?NeLZ&VSK1wY`0E
z$L0Alc;)A9ldwDO@A0;~x(E7BkGj8wukAwLCB-iQ@cF(EC!8OT^?upkeW0VWsj17+
z((CDR6M?+2rv;(YAK_lSFR*y*>2tR_eWxA6u*IEp`BBsMi&ypKS2*6$z^Fi~-eH$#
z2qbMEpzrVA@?TyV{8qlfk)OeHD32nPuN%Udd%FVNo<72o<~@s0Yy6IcRsn4nO;4k{
zc?z))uno39OQ6}V7l__B0t~-K?4%GF7+o+#9n4Rzw+U?tgu#Hv1V{!&{MuzyOt8e~
zdtRFCUh8jP<7;}sdG@95v+ta4-1&8DH$=Htpl=9=htd_k>zO?47)Mkx)YNDChK{?P
zN8BAhxSKCCx&)USVsV3@7q3^sW$-)WJ%$gWU}<%`d&q$Y6HAE@=*5<q-#-%Y`>_@B
z+duya+<VPmW?Y_`z`&sa0}R_pLIMorBB?YzO{Gs)19IwA>H3U}Om(^*<+DP8M5$2e
zbOwtBiK2y7;QHpzyJ6YVzumav#^p<HSh{EhK=0y(ix$>5G%Q%SuzvBPh0B*MUAANi
z_*Kk`Maynld;>!68|KuP<`ieAXUaJ;0fi@^@R^B>_!+VBGiS4s5Tz<HD6~3xx`57+
z@kNEUys8ouxaOwI<#AEODNxMin)LeOy!_IF!dw$-6s$$)KFBRZFIXm`yt4BEeG%7S
z%FfFM;?-L;>Bcm<MkZE@1riaw@LZmV#{r!s<j?>QjB064wz?=sU!0@ML)onn9(I{Q
zE7fZxxXd;vZCPrR0;7n+nwg%ZQ|Qx?2Sp?**o>MY_}tBgEC67mc2P}5Lv^_c8W1*9
z#-tnN(s?CCwS@)gd@gXWg2gnYrOhoYL~8#+gdP;yYk(2~eX|V31|4J>rN)d(lcCh0
zG0Oy2xd4=JT~1bw)mUZHm1e5Tvb5FsGS5<#YpKo$?kxoFttl(5gx{l}5R%>!{IwV7
z*m84h)`9|CA+mf6%|%5P*wTP|D=P406<1Z3%&97?g*u{c&O!)%7dEU|y!da+SKRft
zTkg5#);n&v>GowSZeO<i#`*Pgi%ZJE>t<z_W@S}bEj2l|8k@B?$2vDZw<a&Q++r@Z
zTB`E%Yk_-9iZQiC_BqfqpfS2255IC<k-e^{pa$MT<jUq+%5%)b;2_Uho@cAF=hc=L
z0s3O9VIwqWX9M@jCFxQTeEvq6TrU)x#fmbmu~MI1tkPCw7#8Q*@2Q*j{B5^Cxop`y
zqcNAqv$0rK2HnP>TWM5N3b{t9cy`gkx9+@i&GO|BRFv1N)g@eBA&YHigoabd<mOSC
z=0s9XQeq{8vRux8(5ic)*!oD3<pI0-?!4^9I)#;*lr}p|Ham<PF+KU3Kh6Hrf5l$&
zU$NKyb@sGtXHUO=HnL?A7mJF8hzL@2bZX3OYAnM05?JwxoP;E9LNYHtnH!%3ikO?6
z%p;SrNg-k&8kiyDGUYs`3_1i36>wL~PLXg@q&$jTKvjqlDoqt~NqlxPE(IJChXDs!
zJR>y@_Aw5V%wtn{94enf<*}&(2pCWRBjU=17{J{S?!_gjU1Ag%A;AF41T4rKq&zxC
z!h_lYNe-z(c8UP<1}2HmB;gVwhamJ#3E|!l>njxiiZj!sJY@eVk%uPXt7HPTLUc9m
zl?aKpLJWLuaw$t8=U`+~mOwz|@ql=#eB40H5{WrN5eCiENT3i(Wg@Xyz(th}lR=|V
zQwj2yoRpXpPvBnAyfIJ%V`2b#qhmr}5}F7C^nwVU9T|a$GmyR4hRvEqTp0~i3?=aN
zS+g$bd;jG*=<*GSlr4mtK{trtGMrMOYn^l;18ob0sgUoY^z-s9FCBo|1>y|=j0HxK
zKY-8bD`YQDh`wRZK>z8no=+xw-zMY@Xd)i?c(U(<;qDEc9bX>kY(;v*0Y~>SH$ZRu
zKj&Tl2`0VjYKRg;nX#eBDO6DXvyEK{9uPSN$~R<0`d7F&1brc+IE7@Y@osb(hgvo^
zU+{fC?)nlG?kKEkS3fLQ;ogvj0eh^F7ZNU;wsrpY*C#vHT<Ct0pr?pd)^%V7QACSe
zrU0!#Qon%j%*41KtrJsIaI}R?Z4+o5{&w#-@4fpj(z@WZLKO%a*>E$6sPUNN0S5qv
zmkpW$Kr++^Kl9AfXoUbXxqJ6+;7rV(V3iyA;i<_n7eT;oU$^eHXP$ZL?KjtUH17F-
zfzya?2n-$T>HKEr&Ufy)_m&49zW>m%1D-Kw$58t>$M!t4`WeV;!KS|T`r1#{ulnTO
zr`~+&;pd;Z_u&U`fBn^G+8TEO^x`|To!j;5+Q%Qb_oinbzjOVY&p;jFXge4fYU^%4
zw(<Q}S3dpV(@#A3;tMM`Zu}7U6XFL*XVD+Aa@8u7Szv1&T8@(^PCWX^BM4i7@)y_`
z4G=?PL#QY2aJL^gbl~0h)}h}G=C!ZC{u%)bcq!r+2lT}OC|^`IBeVhE5Rq>9l@aax
z;fEisS^M&;)i1pM#v40!YzOWQQoh~aeDe+Bj<3Gu2On$z^}Xu3$KQB$^;chRboHF>
z>pk(!&UGKHf8m4o-$pSs;O^8EwAL5gZa04VTW`Mp?9-3E_4<oVr+@H6<K4Z*-}(w{
zjL`973m&VOpsIn$=pbaMguwe%r1%oA0W|G4zc|+RR)5zgZH`?{?jsOLG`rmgdxmy)
z!p=Vqvp+2VSAZ4{u;ISBZG3C{==RQmgAQLOAwY1Acux6Udna9+0DUj|!1@w3;^+H5
z0Q4Q{`J%7uKyTM^sDj<j#vyML@wW9g4|<w??q;v6#p`PIxY~o$;c<0gO^04@S0D0+
zyRg-A#^pNF+rPJa^kA>Q%{%Hv>=&V2BHrmCjEc>7Y{5gB&^y@GJ=oDT*nt?g0V2-&
z*B=Z2vui><%UAbG0B3>$#@!%3d5~NI(<r=Y9Uu8yUkfy^ft?KsURXroZo?x?^uBej
zg~9=9c}N`y*~2AH_%(w51>C*D2_vQkPf&2-84Of;7ZfqEHbK8$<0ByLT}^KtZ8`8w
zTlcPxk*_+ZzV4jb+ck+8v7^rMlkNaS)UDpJ?*36|&=E)8;v+1ySVaF0vi)7Sd*#X?
z?uDS&G1N0K;<>Vdz$Yp`PAA3#lM@pV*i4|t`<H+I6S()<zs$V;ny^{Zqa$V^G&C+U
zJPwz$qm#%a29GP%YO^esg8Y0?s-;$&J=>IHG@5m~ENB~y#%#O2sIsDxC?Bnv17+#l
zS|F&oOB&`cZkV@p;rta#8kQ_VA!%*x+?x6I^MQbuE?t6Tm740B+UmNc3zw}}e8b{-
zOR7uem@*LFZ?qY5ZTcL&!XRbK;S{ID(*$&(N~FrtWa-llLbgaIlG_m@P+FN|%~i-0
zakFD1X3k1UOoYTS0|B5Y$Q6m@LeR76I@D$<HR(!ihT5pl$kIcBtI0}JW~h`I_|lM(
ztx;vD<Y~xRm5GEBJ_jWhYPo<Y{57dd@(fjl*;R#^#W~tMlggT<G-oMoW_6w|qcG1{
z1f^*Xgb*6DQJJNaoAgQmU?5?HofhY0<z;8+mEx>)c}1QD(9WooD!|LpC|Z#K0JX-R
zpRGjtE1jF1B&E@Ewc0s(dG)0w4agma0>f&y>$N%Rv>de(tZ!+iuGFY4P|Go8Ms+1<
z-t3I>OihtaRisa^FdM3DkV%-T@@#d*MX-t0m6umT)N3y;u@_gARFs!il@ym1VL?)u
zYcI4w^-x%3E-tZ^mgWNbmX#HhqqnP~xMohp{JC@REG=1Bzoeo5#wAPcy!qyPZn*^^
z6}K&2cFUqg@Q}<yzOK!NYGddz<`v{O6xrwJ=g!a1sV~f5P*gD24rE(6zqGWzqP(H9
zqM@REL0Rei(&7cB#r5SSiz>@74UiurN24I8BF9`}&Me9{6lUw~+4_Pkz1^Hyl7k8}
zh=g;Cb1YUvh8_ZOsYoRip-sf3RAx&gR*}RmQxq%GN|b2}vP}=ppTG9@+t)q(;6LuX
z?M`53ZF-4-n@guyQ<F`}@tN_n>ty0rZd|tMkq6$o^`>X*=G<z^TB=T8q03mV)h<+~
z%@a#&_`(tz(=t2G8WmBJ5VM3wdDN^~Q<eY9g7ViE&H2Zonup7BswAvT^6U&!v@|Y^
zKI^ZfX@4fqx|S4ned4U^<HM#WM$Sr(j!cP-p(eyJk`mbfw<NNFoGMD8NK&Y>RGNZ9
zS5O#oDxE0CV9=FNq>K1Exmb_nXoXlS<Ez9hg@7jIrHVOZ5eKj{S;$Eiu#<SK1dM=_
z#Ahe6>2VB73^gU1mKwvNCvaHF92SYgB6FA|E-OXArHT0r2_H&b(7BN85<r*0x*&K3
z7{FZ?R0>kw6^SoZ#DSnURfzu^M7(?kq`U;~6(W#<3(!je;*|rz3TX-vF6jyp3w$q_
zUYU?91%$?T2Ar1gF6kVE3;`DioFalo0xi*Le6>oDhW<hclTWzY$ZSpuhnvdfQMo)C
zn}eZ)^2KntOa_w*!9#L#B8ij)xkDm?9%6xbk(UV1T6hGZX$Z%0G}g8R`UT<z?j<x3
zp_@$yy^D}vh=7Bj7XWz1^y&EW-_tqZ6gJp{T;ECe<_mora7w-4`)u6t(P;0EA#Y1a
zw0ZRz4G<T+1ke{?74TT#D$t9Y;e-gsio*kC?*~)8Z(ao1i%10byJODx9j>p=xsDum
zHvi!2Jki$%(A(YDbA_0_3eWy`4}o&A6$pD2P80YO%+c!qUFZuQ7~#DkmG8gOIb8Ya
zsDNu6CX&rIUg-Y}WfsV|IPcps?%wssd@o=R5xazZDpatwts84v9cX@Ts%tII!bCCg
zB}W@tEmjdKi2ic~$ukC$hXAzW<9<A(;BpUqw}0E#&jA;a_l1r&fIXZOaWjHoA49|M
zrB;j6r%xi)7Jm?200Avj1c*MvAB5<FGzRFsFbVRn?eyudckkKw$)_8>+VPpY=MW$(
zpzq|+F`wi6qd$E9`kQOsTKC%7b4Lb-dtD<vXS&Yp+`SW`;ul_6{p1smKK{sks4aft
zvHM?q0Y$wpeShFXZ|}E=eL(nww`=eI9j~Fp`02;)dG6^)KlyOok3a13d5|A<uKnb;
z{o7yN@WvA_Jon(!Pd$phvnQW?5^`L8Tfj)%Rg|@X(ZZ=5_aFAR{rmT~ceKLS<{S0&
z`JFw3T`gVB`w#4U<IUF*dUp2gnURs95b2GF2nT?^$h!dah3gFpUclO?o_Y!m$S<y4
z`~C+Xz|@AKIw)`;2*D*Z4}iW`-}0HKA6v8Xq4(c<=KJ06bvNzy54H^X8c(16V*kF6
zcJJN>Wi=GY03N`-SWKZ+`O9saKYH(_9iP3@+q84a`^}W|qw~E4xV=m>qH_()nM+b$
z;@NKn&HJ<;Qr`BDMtb+4`DJjZskQ&aY0t4Up3^7#nh!d=zUguA>h@u;98RbZ#|Y4i
zgRLE-Uv+!-_VyffwVj6Y7y5koC<mRyOU1R9V12#7y@)vb^y0uKyj4*t9&m3Nb8Z>!
z-7?y<IncXl-0@k!v2Cn($4JjtL*2Uvy7&3I5Bj=)=<hkw-+LUZIj^J9>1t~AoIB$=
zccSmyVOQI?y?y(7hmX0&0PO&ML+|&HCIPZ}Sgsm<jc5DMVrw3QEDJ9(c>j-ZFM1_f
zf^EW35rh=Bs1*jtL{0^Pz=OX#p|(Oa8C3MH{b>63_iXWZeeCbtfYi7^+bh^NL4@FV
z;}hd&AArpbJ1J<*1Db`D=x0tC`Uip#4n9+tpf8@XcY|tt!fy!Dezf&PK;Mqm?ahu(
z6dZSWN4xt+9KI0%T`=JuXb}eC*B!$Bau2$j`kM&Q8;p+mA3$I5y?Bvd&79+Xjh8DH
zzj)!{t${ZPKH0AR^Pj-IGp9uX=)w+8OXaZW0yYEw7(R?L5)lLp*+`YIte9I<TR*2}
z0m4@8_EM`g-)zdUSaJY*(Y}PtFL1dF<^%Iqf<K&#RDl{8tST1NRW4jmJ0C|CXp<_f
zuC1w^I~N^Jl~oA$EG{Yp*;rRsJ-@QF2EHrQa-n#kzGm_AhMOTi&D2=1G0Ub1glw4t
zWmqb7Ug?E=nM|6Vn}cZ3GNgrxC5rfj<cP3{*r+HvDLGAytbP<-aYY=CLM&0qlxZ^b
z2c)Z289EdS7|aH}S*_A*()C$Ji#gk7LK&_xE8Ac&YSkL0G$Ty{<PFeUXw{VD>M9Ei
zl?A$D8w3w&xu!ImS(R(k6y)lP3JgX0hJu`o98<c<AkQ|)Em^8Ovlco3#d%qU2>H*}
znzRbDR%y>hSFX;iR%S>9au!`9<P~KbD|4;(OubPi;ggg3B$81oDMDGBy`UbZu#)0A
zc{z52&YG^Yq{(yA6?UDv#GoxTYKSqYOAYC`EYYVIW~2f4mS^iLELmmdtcn~fh}L;!
z<wOTWSw&f4X=!0;Ratdac}+!GRat3C5$NwCi@nHHSZpaSwUw0RmX_s}mgZwBD~jrB
zAx)`Ux~Lw^{L+R6H!fLx_bq?>`|Y>gbMwu2EMIoZ!iMFwwe_W?wRyP!z13FpqLRWT
zWkm}La^~k+7UbI&*z@KW70fRw0@kfBD-9yvlDWl&7+i_pYf(knBFGp@3Tq2;$}L%i
znHjkm=@yOBlrGOw$*?Xks^lgudZV?l2by&V0h6V{A<5^+MQCC}!m|P^oIJ6}%3<3$
z>>{yfnbq>*-){Q&$;Uo>_Q?$o-TU0)`M2enYoz?#)Woc~$jsT{*2I|QTIEOg+_q=c
zQycHT^&gAoJy}-xL`mV=1#@4npZ{!C#Y6ddw;K!%LXkZ#E+>3Od0hAn+?18M8Sgce
ze|GDlZTH@|`M#T8UR=FMBg~=4Wm0CVk|Oxg)0k1$v*W^8@e$P6@YL7{YC;SnIgUk6
z;-r#zloSDlB0}q1Dpi_FlT+wvRAxGj1w)*Q!IaTxApBKAu1+R0s$`kzGCiS<;VL0E
zfUbZ`MllBTJ?O>|uz`5vxXf5CE0)iR=dt5i^cXrNib{^4rbMymaU2#jv`HLR5}TQb
zOGpcZT#A?r#R7B-KSN)F<K<rgy-fTo9Bl~f4S`+)_g+o*vPkf?f$R;694K-jfqMaZ
zL%0`wFHp2hz>)A+5cgsTm@Q;Wg)BgBfL_3FE}JamQKVuffqT=11n!lxfP2{-GIS0s
zb_$!5%H~j5Y-}FkN*bF@W3mW!LqcL~Tx?82d~8BIa?Rj%1G0^X2oDRJH8UIrw(u}~
z3B(Jb1O5qG2Yd-w3`Q8*-<dO}BVs1_uTfz$XUv>F4gU-O^zY%`As4*i0ndI^5`#p-
z`4o{3e#hrSz26Ra+7L(fE0=c=_l|&jBuK~!lv-WRa2Oc`cLAMXyRWg!y>Fyv!+8gA
zFH#Xco^rf3)boB@-*>0H@Gql*0*$sE-QI4Ly<S0?zdgWqHs+uG!A32%#o>MKAL<{Q
z7z<1WMsd%Eh9G|UE%XKMMacz%9pHLH5X3)8GyC<ALXq)E&yI1&$3PbZYwaVve&e3~
zLHUR47w7$7@V#%IM{PmtDu3H+V=e#ipL+t{9MDjg&bgqNx(U<Gc>C*PJzGbSGI|L=
zfI=U_A_6BpC^G?Qj~qF4=FI7?u1<pIB*0#XR1e;a;Dtg6*>&*X0YrzjwY5Sti?CVf
zX))cMZD?0GA8=j_bOnaaI(xrsYW(`>k6)iXwSU-q>?i-}3!|qd2ak_=e(Y-gcJJQL
zkZI7<adc>)%{AQB?rlHQdivXg-@gCx`!Bur(yBEpF*x|}({(=_-PX~)x8HNXKX7Pb
z@aTwhf9J_h4(@z){hQCe_1fxfTi!o@WY3`I+=a2G3D0-V#?1%5dL4A}YcD;y=K058
zdf|!p*S&n;+b`Rjj}Ca+1EYO`u>qH}Cv^XDpOI%UFyuw8og3=rQAgjPyREZz-~MlL
zgG<Oi7;a3g4v2hXe~9%xbolVbPd2^s`WtIsdKnhKPe1tt@(*-&pyLCNWH1zN0?-%U
zI%q18feeg|GUC@?UHkEdSN4CkuJ`PgK;QoJqm6;#MrZH-*5+MjPwj1O{IS2UCotxl
z3iw6`dOBK;pFFbb(B2PEfBykeb}xE&Tm<QgB@AI(3r133YF@ikvH&X5-@InD`PIR;
z4?W%A^n1?v{XT?CcMf-;Mi5{LhNd6f=O71#C=_OYSpGrnZtEDq;Na^X*M3L)A$Q|(
z?-`^7|BNt$%qNl@U}{6Q-bL&|K<hh5D1K4yMwA-6)}MF2JLPzL%CT<J`Tm4+<GAA!
zfA8ke-Y-UgfqTC~cg%3_o*~D#Lyqsf&I4WU{Vnc&&F*i{I=?^Gd**OY*ALJMyN7!R
z2<<+&*5BaXGpD_$P9nFh|D1csi8uRicY-dznEwqb7(WZZ5<qu%*AxoNAawu$hN1w-
z6POd(YC-30@Ec-<j(wK?M#$+$T?f#pP9&9eeTF#SK*xK5wl@OJFCrq_-$)D&K(=Fb
zIe}v64m5)kgfQ?ewpuQ8!XSi+f{Y;gg(m-%sg4(*NEvQ<y}$QBzqey}uy6FA$e1Da
zz=QB_!`&;Cujd#-@Y?Zq8*%_m6Av2R`+?E(L75XkFW_!a=8IjOpXWb;d*fnLQps$I
zI9-=vwwMcSR(P;-vodqcCdAQ}qI00We(B=HD;6$XR##VFiGHo(auhlMxPs|j*w6q9
z7fJ@e-l~eyiqgWW@?vB+RF>K?RS0w_w&&(pZ8^50VhB%*ZMK{&0&Hd)^;y|Qi^*sO
zHcXRhD9KEXLjUl6PrS71wcBsJx1z9CBR7Jt0=)$KO2k!&_zICgsZ?ZSXXlyC1sY8z
zUm#CTrp%6xjgO9DrjS7rTJ$<7k2P{Rp~g^aGLWRI2D@u8Wm)V9;3_Q5%_*>2;BK?!
zT4BDkSD<YH(6GdAw`QWwtjK04vS#FEDsl}ndzPXwOP+6(<Yvn9EUFw!x+z<kou#m3
zE3GD#4J2^3%4AevESYIJCUt>DXSeF}P1*vpt~4jB)Rt9{iQp|QxXl7%hE5{Xig>`l
z;5p|M<d#~HzQvO>>3WICrd5}iv!Mz=+Z==trI2OlGz9cj$!+O!yDq)Tl38udDluvR
zcZng$UUf;Pw#;NGGZ~As45h?>FF=F>N+@c}D#{VLP>9xz%Bu2eJRxNz#ib<$#U<#q
zwU(6F%F1%f%k#_1^UKRH1=Uq0_4DQ|TfE?=6-#bjv2?|fg@0SV<bE{b-F?@Cx8HW}
zO*h`Qc+rjX>XuejE<hkdj-@u&vZTCtX?fAyTvN44Uu`zvzSZQ}YV3KSvY~3If?6ZT
zT4phop?U+=7<oB$kTHPEwPqI@GAwB_qg1F9^E3jsipx~6X%a@Ngh`R3K25+;Lp~}*
zd>IXqwmceH#G-1%e2Y?Aq)97~iuEbU8Oe#c9Oex+%e(jAyX&PjJ6?G1vnL;3ch@aX
z)Rr$mja^c7`i#HmBCaiGksd5EfBoFUN8ebz<-yz6-PG{rvUwZtxZ%*6XHUKM(!rHa
zZ@cHNH|EcM5GxK+a!KUOd8Fuj<cv2e&D(BW@ZICLA6j|;chCKO!>tWB8l(k`I1?o%
zgA^%G2$Lj6C@Ap?T9Sm4D54~ZX=L1aDWnS+bQ@DsC8;SAGFeI@$w(w6IVC-nqNY-n
z)Kqb5l8Ba!stmP+oe?Zf2F)vGllhDUK0RK@N(Ane^2ky?S;8ZUxZr!^dCWLICxOpS
zVAEq6lxSK?Bt12n&4}lL1cnNNO9J}kvXl87vJe7YE+rJypn&5{2-X(^3`_`mWds$B
zAw&*PIEbNe;8LM;2ud9Y;x{yqJxDkd8ILOGQx)j25TMlqLwpGtu#`_ntG9?t!-$D0
zJEmO3l8JzO=>iVCbtE<%c}(0Bs$9%Ylk-(dfdb*Zu)J|W`KA)XrDE8`C5_96D}ce`
z(5OT&9mKp*v9Zyyv!PyyijIPW7w$E<)MiG8&5Vu+i;aqikBLf%iH?g#fn7v&_^g<S
zuz2FjsEAoJ!e`BZ?JXuMV*2&hPP^_}XdP0?<bMzM4s?yVze6Du!D<r5nUAMDn@1eG
z(7Wn&cS0dKH26!SH$)CZdc!Cv${+)IX;(C)aBvQGw0e$qy1p89Zny}c9mwAPPbRwG
z@pXOJ?Aix`L9?&5a{wlEXJ7vxMU4XS!k121(|-^8hSZ6@9!HnAt9zi^HR?ix7@#i<
zZs22n>tsirF`C`Zde5Blo&@?u$OFE^uVL<QzV^A!0h&%a5JvGS0Wdu8o$uQe@Er?A
znf-E~_cyo~0i=P(rvQ41RIApfki`_*W5uZ!78^jLK-b1G_W`1D^)hcpEGP)vOYoV1
zzL2xx66lWLIRg*{V0}S6)WLN}a7z>^7NaA;gy4sP4e*SN3<LNRy&(X-6N6_i3?8{K
zc<B7#;Q%n|z_CHkae!XXyyu6HO$?kEA2<Q%>+e76aUAOFJv8h-I^aFo<vRzg)#hz!
za-KWhcJ$D>@4r8D0E2@Q?LW4-Pj&X6==2=yb${n`{V?n}Fx0iv+p?wO<fm;XH#=Is
z9&mg=Idt;k*s1e_hx~o}yj^<`p3r*gi>6~+nvZ_kd1|w#ZP#$`-Z9s=e$NsAVB7G3
z6S30JtKdYBorCcS|LDZ9H{kL3`-c1jgF`+@KJW|T*9>uB#Op0ckK+LevA&4yYHaU0
z(b#tSTqA@ZogM9=M<WmzBj7PKB*8FbEYAQSfPPzB(T9Alsp)Kc%Na+<k3-#GkGpo^
zAv!;NJTP!%)N?Qh3%?)rHu`<d0q;?SoDBEw8vuOm{Ccow&xH58ivxQu_HX*hyWwZh
z8*E;iYF~+tHh<Hq(bjcC9os;$x*f+m-6y(z%|l~EsfugN**4UM&GDn2<AA=9gC6cX
z1G7H_qDXMv@9e}7QLcpj|MW4>>C^pZ+6P)e30``ITw;CCBFO=m7G1^{T<^etN;Dc1
z^zSE-<wKzqTxsHxpn@;>He-k4yl?AN|L0TQEt8(lCi^x`x)B15?&FOky&nwryg$(W
zfw%ipch{Hg-3N~LHvi~yw|a>#j3D%dtQWGSkj|mEXRs5*FQNjQeT~?ohn(rk9{rWq
z@c-a|fOx}0&=363JF%k!Ee}LpFAmUFcG499=?dt3`P&kTEFw(>Ni_h#1D!-OMSrv3
z*EBxZJUP@nIe0GMMK$EU!OopS9iI=kZ5(NNXRPJbKr75~tH+z3!kZDHD+DLp^a!dF
z!3GoZU;_FE^R%J5Z+#}vymGW{9jJ1A=YN)V{=dh)SU%v9M3Ms%Ek;HM@v6o~2Aq^o
z*WkT?Z7jSgf}ejsU;Za>FAXe?P^HmXZFyy774y*FRZ>=qqTbT7nu^Lguzm9pk^nE-
z{DpI>ks^*v*wP|<p*_C<Okzznv<)>i)s^L?#re55n<YEP3NAR?YRa@^8_ijUEQ3y`
zNzc%vXX;Uu2JL}TDU~TDU~y#%kz6j6NqIOY^T@Geol^hoBhRgS^}UDgespd{eTKp)
zU`j;TS!GGNbdi81Rfqv)v(1@#*6e~TgDp*=W6^mji7<;N3m6Pj1~8||VnA({HdCW9
zYBUC1>U2mnD1havx*C*pL;V6Mkn3uy5n_OyeMFw!vSQJSg>|*q_s`8N%P|z2HTim3
zu2!6vA<ox|a<#%7fFG+GWN%is(ul-ZqdYrPY0g%G<~11+{-CrN({i%Z1w;$5E<a0K
zXwp^YnJaQl`36maQ48N$CGv|kX$F~4FB4d_%Bo-jgEb?~pb#0Al5Dji&zMmPNLgA~
zS5jD-W6sY+ty?-kvN>Imr%SK2Wmo5#inDZfeR_c|-EL49XJwR{^ko)fnI*H>Y%H^x
z<`m}7Ei0K<QHG}n6%yqrgFxF{X<0dh4keI<*vm`v%Sv+4G+b7aTV9%nFDuFlh%~dx
zlKQ#TOB?2{SX_@;T0eKi!ufaHxa{tmZ@6>C(pzvPBoI|)3rfM(!qjFgHyi5mEj78>
z#fJ2JwKO+flB<yy7}N!s8Tc)7^cssMEn9_NVF|{BS~ZlbX^GAWlR~N!a20e^LL>=E
zi2_oBkd(krj^`%EvJ+xh@zK2GcsY}z=CiayPC5bv=;SmWJzuYyW6PeOXQ|MsH7Uu8
zxEKqQzRYTV=e~P(u6cgjb5C!2?4kGXyYspEbLOMHE_RmWnm=j6|2$95cy2-AzJEM+
zV*Tnbp1gg-o%QeBRQu(_x41T~o80|*|EKHEyts1P%{Q#g&%2GwUXmJr3!nUCrttmx
z{M~<Fe00^l$6tJK|1)>JcT?RhMrko4K07%=8#hxGH%pZil|fC?F;dd0q%<ly9U03^
zs)|8Lqo=0PQj`>uf}AMFZ;=?QNQzA-Cuma>HI$?@YJxa5Mo612<0Yv?scI=rC80{W
zC{2qOFyjP_H~}+W#7>lOfqMy0nV5@6u_VNZ3E3n8o5W=x+aZBPjmISy!D1{(f5`$)
zN@#?T=>}bC5D81U6nU_Pj%cJ4FyxnpFtUY4CSU@=hE%@NpvqSQfiWABW2y|wb`DL!
zr75|zG;}``Lrde(lpLy@fW&aUk)Ssg@lvE<gGF?VjIiL*Kp=DJBy_;>8BlBB=W^1-
ze3cX?I3B_ucx)PvL*o&>6*L0z@(}$-XY*)GE``oPAVp$aa&&ZTcw|g?WK?)$B<yJs
zu`yAx(UG$w!)AxiiVdHY5D|vVH%uamA;Zy$J~KXIRzeh^#6pQPcwXS)n8@%M*Ao$D
zF_BTJq?CV&dvUITaTo;?!@~pUyAL>bppf?>SWPrFct4zQZys_S@H);x2Z)bdcw~US
zE^|ACvKJ@<g9Bi&%cmrqy!v6&=<+o+yAO6czZiABe-VV(AlTziM!Vnb>-@OIeW1zL
z*ge?QH{|jSq7)U>?C%3xfL#Leg1N<9b(0X>g){<sT?m6g;UbS08;-4mtv#bXLlZ-R
zNt9=d5YX563)UC6N2@F#2WS=ueevaQK<=-uAW|I$T&Dt#%^}S*A^&i_H|g3O7(itM
zK<^blJI=-ZW9}pVbI&116l@ZqbLe;;2Asg@zhelSKT?>m#|mzc=xBR&5_-ax7yOQ$
z*tsT7;#cEdoc@An4S+2)I2(cpx=i+lXf%TI1p@r}mcfLFsY#;kVsd<R!tb3NZaMGU
zf3bh(#s04@4u12~==VSQk6au*a$)30fZoZ$Q;>5*T0Av)<l@K=Kly*eKTY<3H`uqo
zqwj~N{$p*!XWB=bes@}iPM_&Ja@ujYx%*^i_i4BD*q|E_cmJek?|JVx7y5T!=--7O
zdI3MzxBI8z{XdNyyg2;b#ldec`o0d{pB?A>woN!b3G{CEyY`HGaeo>SUwnS7XUgve
zzZwV(3<SJ`IG7v@v9;Lv#qWhj<FcYA`0M*e{8$SF{KNinpMPq=KQ)F$&p1@jmm)8)
ze7KBzAy+t0q$3mY43os8bVV#Z+!JtrJMP#z)wdmY@28=CKjD6Qw@<mh2)Mq+etMv1
z^F%M&BDN9t9B_AVFEImOUF`q#B0@P3PzJ*A=jOE+11&F&wY@je^Yx(fgxB5W^f=nR
zZHSoeAM*^24-SkExW-&9J_P>~>C;!wDdf2JHADY^gVR8~p3`XMKG%P)gTO_Xa4)u9
z27KN@PsgbHaKN=|+_`1a_32dKCg>apSlhpK%D45r?{i>X!kX$MRQiOvJ_v~kRP5V$
z(f8rS{tqsCH{gwlHR*XLnBlkKHl65QkA`la<BJyO!85MY&F;2tucLp!i_eG9ixWa$
zyt|?DbrNM0?HJckFKllAC%8BCBcLJx<%@KSZSChj4fgip0P<RBYg?f^N33&DczpR&
z=ofr4K8T?F35o=!uofKl_4-gF(tFI;_1!?n&cXK0!|flBw5}g%etooY?HCg0&OL|1
zi}99~6Rj)3@ggRIczY67L@1P2PqsaWUg<!`I=}OqF)u=rk>Yse%})GWJQ_$~z_ate
z;d?>*<0(eRx@XXZUkXeDUcCUl5IKaxPk!}zgfIUSxL2k&DKo6vtO9dhc~Qmu@|uRy
zs`=&B^Qvp>t83<$l~=>n6jX{9=jG%=fSGHxTC=ka2yxJ=v*8niZXi1o_*R{!kW0i;
zu}CTs;!=X_2Od|5urowIphuNX<I-pVs6r-7z+my|Oq>8YsdPp%g`R{Ye|ok$^Y6Fb
zyYkVMcinhbb>SR2Pst>)#Vn}|P93I1%2n#qvaE*ud^0M@Dl3a>kwmMKXao#C{BCIi
z5jrD^td;_k$p$uAt=6g1plQf9=<;lq%JSmHix%8*``;dY<o>6gc=*wW?tS=yyB~Y#
zo+lo<`?34)xaXE73+EJ7<QfYz)ADt)LcP35C$noMcC{!kU6`wv+HKnWd_BNxHna_<
zbTiCu*=lp93Z}N~47o+0mXoQrn{-8Hy*(=fQ<Sa4ZhpRAjmtUt);R^%A`>(ga<z!9
zk#KShs$!e5EHA6bYB1}R*;)ni(DKd3;#_kHf)}jW=n*DzArKd=SLYeEK(?j8w<beT
zwjSRZmnCLHsWr1aC%YogT#4^rm|ItBpIcsx2;aJj;_A}E$`Vl7_VVI_(!#v5qP*(z
zqUwsmijut2!kiMj4O3Q>TUk<2T~=6IQ9KtxzSU?GM%x+^AqwltixyOs*5k^u!kQvv
zGMGy(#v)YH>Qz>?%&ZcdRiZ38FGE02XQwEc$#NDMU`fem$axGPC;^ScAtx{sXEWks
z*okqx<U~;_Nt{CBC&ja3qEco~PrCk^glqpwntmNKDx4b^&5es<M9oT`_E&27bQL2d
zFI`rbn?1*7%$9O<HIiHAS3Yv{()*XzFD}Y6uxN_JI192DvW%;iEnR>AeH-q(=e@h`
zc<YuMAFnEzBV_0zuMzy|PnyU-FE#Sk-dOg{tM~u7{;3_$-?rhNx-|_s8}FLu+xE^+
zhjyOdzOnn2)w^z7y3Stkf==_aM)F*y<dqW5rW=a(KD6lQ^LKv#?CqOwpZCHX+bw!w
zIWt}#b*+5*pA})(s$#-)$#FVzVtQg+T2g{0g{(;>t4N7y$q6cQLOMA<JvmmD6qA+^
znVuA-PmRr_#_4IZ(`nICYJ`XpA>qX+MG0y-SuIOZ2$ST3B$Xspi3((PBA)>aoG4<E
z#0XX3q>5Mw)P>)TDq>TGObRh9s(=NAN#@X!k#ELhlEnb7d~mS%C$f;4EMg`}Sjkd0
zNy<r)aZ_b*$$_l}02U&RfrSEMrG%qIX0HgMU&wvw5@h)jh?j<uv*`*pUCE}aIE-`-
zL(Rs})huGtSyTl(Ma+T#1N?KGn4hGSQq!a~sQ{vg6gjA1E)@7=0WC$wVW#oX&mu?@
z2;@ATn9b%h=sX5Z$Ylw*EH+vj*;Jl@3EWFzCX;CKBzk-zB_<{*JUn*h%*g38!e`73
zn}KLwa&jV-oJ5L?NrcT{*7Ss#)5sCCFo`p-PntO`1;H9oVF_W=XV1DmX4bTr@ELK@
z5wXz`QQ@;9XN3Vf$Hm0`G43TI$b#v+AO;B;gSTnIxdosus2Ke8yn6${-hk@_KyP24
z3$!CLkuIxz3CI!JiwD2}^tyuCZ~*=XnLI7tQ;n{DosO+R+`9p|ccTAOZ}*1Y?#<nv
zW03xO3I8&HG&0ZzhC+?Tzoc}5c?mr1^Evwmo&7^zAAyf?<z<eSK)gg7h36dL0mQnH
zE}R0I9c%*hMHGM^ng_7HBf|)C!v6}LK6*Soi1r2Og{%&h$Nv)dhMJ29okzx<a1s%k
zXDkY^Gzd7i2V0x3IuC+{gHXhMFwnSi;@ks7IoBoJ`$*vAo#UtP0SyQhDB&>=aY}Hs
zH9d}WrZM*+0`%g)U&g&Sz{5+dCdPg_zg%AgZ%;fCS8f?n2;=D>X4r*F<?+66&U?28
z7cyIa8rt^L;I@k({XCyfc)lL@o$wE~j}1Be1I-hCd!{^FFAnXvIK1P0|CSN==5EIq
zjjmm%`}dt3JovkF+;{k}`{Z}MZF@RA-?R@N?DC!N>2~!VAMM>U-n(hC`<+Sj%(ktb
z>U{aU<L!%HY{cUZd_fEj2DacX!I=ed>}1Ew6K!k9TVF!z#W>0Zx<2(gzV>@h`iHwl
z$GrZD(W&#37eiehQv~iMB+Zu@@6ZD^JTmMV8toez>mL~#LM&Qv1LBfQ8e}hYAh7jK
z5ulf#(FoNfqA)-L6Z;f|SOUi*y#(&<`FOG$Ww>u$^lbdev+;uCovF@$5cFWn^OGGf
zP4&Ea(f$5Uh|h(pwm&$;@dp6CpbD>UUPEffm}}pd_q2boYh=)kg%{RNh@0;9^&lt%
zpw~YI;vPqCL{DEm2pj3}bhcfZb_mfit=`t={-&#OFF-HMeU6?EKwnf9j}5e-vpC>A
zj77(&a}Q(;5HpPRZiTjC()j^8!J&Bovb}&<10Xs8UBF#{UO?ZV<UWXm2@Mk9@dY0t
z>7Vd!9_iccac=8!?CNqJ?(=pL8wXcGUvR(Jln2}e6o-sIltOm(tM`9%49XW8T0md8
z$&jKDg1(=(T>$Y5^!uY@98R}Oir=f=FQK0pTm}++DY8)TjQb&X8tCiq>-IR?P=4oi
zob7j<>35v;^&TH^936H+Bk?^7jsxAB;5;2~TRYjd5^xtw7$}kO<_!rRkop^FeH9`K
z0{ULH&JB9~`T_gF*8XpBFFv)f@zl}Z?iq07?qWv++dRapd~6J4?{7ixe+c(VbvZI!
zuELO~F&CQcRXHU!ImK0Z#g#?na|(*fvduQV9=xd@Ci`@yG97JgY86ty<RZR=&y_=b
zAQh*}WlE_8C>Qo@CY_F9vv9Iw69+UJADO>Y3UZtn2?^Yk6d{!=MA$x+E}+nnOU6hf
zF%whxsmx4e#*&))+m_tCXih_ZRvrv7DKRMm^l-sR!$2z*>ekHpSw+Rx^6J96h1E;z
zN*7o%Y>*Sm*upfv$fC`#o6JS<;F+?`x(uU6Wz>R_)#m4z=AiW9hJ}wja?fk8t$y#_
zSKfSm^=mIb`|8@KUw;0v)ldEX;k#BWt1GF>)fZ&Q^3p{mI(eC1QKFF+r;F|B;sS%B
zFh`ePV6^1w%(e`xO=q*|a;$orIRkNL7K19ss4mFLD7FOADWGX)MxjA#M~$*UQ))8Q
z6xeDDbINnFa`b6xAP^xvQ!UOnYbuK^6-6dn7QnOIoT;{%5D;O^w`LVsv+^y*T$4U0
zOP2#FEbueTUnYayY%DYz?Km*$G3X{PvKUKjS!KDVihN6@-CAL{RoJa%1*jo573F3X
zKxu5z=LEkkiit}KYz5ZroNR-|m|-z!ZCQw_Fcera?G~(dph?!}WNNJjwMC~gXQY`k
zlqL<tw-Td5sFQNFA{L@F(s)!QCsoEGN$80}N-U2Q#ZCxg#Lc9~hcT0*St+p$ax6V5
zni3a5j+vDlIXyXIIyquyYGfEKI+7k8NsA1p%$iA_c74k9Y4q?}oajhFTnvU66Tu9h
zLB9Ua{Mq68O7ZfNyhoPTKe%+>g1pRSWww_ezVp53A76d{9XHojWD3|yQev)<zr<o$
zxpe8<ci;W??RUI><4tQC7X00An<Jo`;%BJC|6IU~c%&}#-G}CVwsQIA=a#L1V9v`o
z<vvxbUUySb*Za?1-1UColQ+88Jh5-ZqAjH*8}oDCFEW2zm$PMsedj$@dmpOb_t?^%
zf3JUUS@8>1rib%1x9G(4gtQWRa$ZV;DJf1L8>5MiQbk9l&z`MKNYExGsA6MOanahO
zSUm|7qf3s|B+SZ4nw3R~G|{4r)NnOzri?aS%$gw;M5IY$wP{IOWwKHnuK)&?r2_hj
zpy{Q9_)QF^nIYkUCPwiD3(%A)W~0uSDxd?SvcxO~mx^9+5|@S$1_&D<U0{gV6cMDk
z%p@^0LBdLqvJ<78WEqDf<C0~(6d4~G5g~6HlnKPhh^~sD))xvBfL<0I%5w#ak;Y=G
zSWGpGsbMj-Oa>-{L5!A3Q?bZ0PJ);>Tg0C&6(y+TsVW&F&XOful2SlZA|rxHkuquN
zJf2n{)(FHZo>0!>Nf;a<oh4+l#atd%zHBCq$)vEkGzKRnnHn3P5*1I0ilszElfohs
z!y@CuLGJ?kM!+hV7)MP`NQsL{jtm3VO`dTbC2Tr|H2oU#^lPXQGboWWlf$RS&$=#p
z`n6Frt_wlmq_|j8LLxbll$u2O1KbO4fdIYmh!21hb^AQs!+pml-J1xp;vmj|n<g9|
zj`n=f?`jNv_J&X>0gs0Vg6Ef@vX=;w{aM)?I{N_k!l}{bJ=yHo-R<~n%uSF>LEO8^
z+q==(yTjdo?rI+g{udB90ewTPZxEy6f*^W*FgOi1_l=%&kG1xVBH$90oj~C|gs`DA
zs8}F+C~)3EJ_7~^C;Lx^pf89u|Ac=mFb3%B9q>W`4EO<I1I{u~C!*IF`c>fGKh`;T
z++8?P4m+Tw+(c-eiT1k9<4#bNdx_oEtIxc{p0R;WB=ka02ty6wC3k}FT{YSC@c5~_
zu%ik!?<Hj~;0HtwU2Dgio*ip@XB0hdSAU=Xo8y5oB0+992-ORKXF<A;05)C_gPT!G
z5^(Pu^EHL=Htu%74WAT3DxhxxANWzA?}NVX588S@InlTMuy6OT=7?`M=8*T`cdka%
zt!`-xY-+i<we7;Uog+=?qjnq}b?h4N{wUD$kFlmzW3A8oQ5?|w>ILYT0Vh1~Ui7X<
z>n?%55NF|d6-WbVR3O7AK#Vs&J=U~lto3aoCjk<O{-fhV&FB5j3ljt9Cr73xk#|9m
zwBT<;(i#9@VEz#9^&kKOpqGHM1lGk|qRKCcdx?|`IO8FTfZ{i_SO`+($ixUt`1=Ch
zAHh5WffLIU*#AR~U@)cygI<4;)exlXL(m8dnM=)UAO>64_}ky|_ihV#js%9g$NfY2
z&HylkL=!LWL0>;sV16GqBf!N&y7?<qb7>2MC}ioqdZ2!9_qAamiMJKN=iorU)7jhD
z2!%$Y$8&j)VAuo0*NErrfb)2N&tY%(_rC6Z#IxZ1a@@If!ik>oO#~<GM(Ek5DbHub
zfE@O20Y41!10)bZEd=~=knv!zhscN+@B6^({KVzl;d38_t#!oLNf4gDT%8f`+>rrH
z@PPO{xoSV?7fkHGe1+qifHVe~OsFY_JZ=5``+JACwFeM$5z4p#07iT+5*~hZ`dd6h
z2vUIHxqqk+4@(exUrG|jGmF;-Krf&#RycUFfAu)y(+nSF&<=n!A0BW)!!YJPJPLVm
z$A&=53zMzSUFnp8(+#^eQ;_I4KLhCNckCX6qWH3p5BC-!43430tf2pAxHr_X4z?eQ
zcRb6Gdm*qFuNL6mkev<7{Quu@FI|$skm^`6Jzte6(^-{9n?h$&WMrmg7-cFAg1(pp
zf@RRD6j};uo5*~^{02aauBa3qlP1Ion$H#SxLg(idKtjI3?`Su<MRbVKB5u?asgk?
zVT))~A&ftCoN8H04mS;z1bl&l%NH|P0xE+~VJLaxT)nBtjJ97(x=@)Ml@vR3HZzGK
zq#+VXfOsThT6Uh%UTUkTEuOcec6me9k`ilKW|~n%=LxB-45{3z(-&GS&=5oLV9PRO
zBcj)!v6%JHvfgylqGz6Y=)(`++_v?DPd2`_;k}pFy}A1Jm!5j@*#{oE=Z58Ti+{$w
z8S*lnvQ#TC)5uD7isGzvWSRl@TJ!X_JVRbVrrnO>Gt{~v4mi_p1<7nIvBF$ts<363
znv5k``p}fZcV^3~E6hQwT18%VerCFk&~~yjHR4=TdZ|6L#BQ`^r)3)ymMpc+tjn`z
z=0g>1%gVQA0{7aokdvmh8np!a1xyVN!hw+tY|*C!pjtq{>Qy#FI>u@s5V%>d1pjQ*
zND-~3O+(%k;-|PM-7u=<umvI+Oex|^;ZEW(fT^Thri{lznwFSN6CxOvlEhAlXOe(j
zV`vFcl(_KJ*|W&eGe}X>NRihE=Q?s!a3ZfIMO>2<_UFWze~O>+r-ZP-q{PmoBu1tt
zL{btWFtmh7dSWy)F@~8C!;FtXzaA?#h7%VnNQf6FC25$9{4}LKU6sk>C{vPoF_E0e
zS;E*zi;#2coYEKXz3s#2pWLwW(PwU5vihDIx37C?*ZXh0@$^HtEtr!f;-sf0m!&E0
zEG>QW&bvN+^wAA>-~GyxrH_{s-(u9vm$0h1NtL|#+w)|fJ-y<qf86%cZTSz^Deo&6
z-dDzdv{Lf=67#o@FFm*B-lmoJo_^@ogDV=osh#sxRq5`96~`V}a_ZUThn{TMbARoo
zn+o4wlDlE4ef`ps_m)+xzoG7fTNk~yxc0u>>^dP=9~B|J_L{VrGu4q%+L+mzm>5-5
zM0!l5J}EXUB|e)HmzffyOA6B^&CE;<&!UFwC^J=*=~C)-V)k^UBwCx6XwanSRAi+%
zPRfgw@#7^B@iJne@)a>b)k0f~h%-Q3qRv>xVT+jz7Ma8%k%SDoh(Tu|_%}6K1iZ>+
zqI^xn0u`Jh#(!j!<ea47B+I!Nk{q~~ONMqLm=r-KTx`TZ6ah^y6-+Xo^vk%Hfk-{z
z-gMwzCR4*?YJ-SZM`vI%7&J8}HC;$jN)qMLc!e}cB`2pzQ)Gf<8IP1Eq@^R}jK@@=
zkx(E6?p5=|DvnUW7RcFnYYXK(p^Ps;%pjM=U@}rE)FcumHZdhSJ|!|PH6o4@9!H5t
zqRpnT$s}rWcq9TDu8o{EEiQa!Qp7A$_zcp_>r-c3M-Q7upEZp#{hHKie@UJG*VI|p
z(PF~LkuxH%`_s(7{8!j@e~FC>V?bOjzydfeU9SEk+#6(ifny2%n7a$Rfg_GRI2#iC
zp+lSCXdCO@GT6Nr@kduadqdC{^enNT7_<}tU4SvemsiefIDZX}cu~OQfM~6EyR+xR
z0NAtO9_y5M(};8HpmYD=KnKnmq0{Bh|8baLeL*P`a<-tl!3(x`V4%Z0f=y4P8}06#
zJkT9D**ntg^0s@s+xnp}JQqqN1LB2V7ZXCi1oRzf>K*O{%z)N6FcIh<12coW<baV4
zCmN`WL8E~#2L1cTO&N%O8tmEUcWgWFCGY^|JaDgj=UCsNUnlnxuE0i!7RH-bPBuSE
z1cU<Ib`Zy)f01(qVM9pS8$6%FHjZ51SNvU{5$eJJ8?1W;X<W*q!wxvapF!W#$5_r>
zaEF?0_xceoH`qm-!3h{MFiLcbfEnI{-w~h}(09u7(P-D(&d&EvySE+c|N2*Rxc_V5
z-XFZ*?{l`HoeIUQMA~Z0#qAwaha6*V9yr~d<AY5Q{rWn$xzS?Q_VQ@+b4ah9Y<`?@
z)_1KAk>P|q0EG?+R&~6NWdeaQx`@axI05k(2AWrc3=edyA9wAX@Esi=?wSk?oJWma
zkhX<TA*6Z0>oBNuAT+_CgQw0D{m!6=LwW{6(Lhjt1mY#+IKx=x5wEeJLz4hVfTo1z
zVPYgO+~archdu$)T-cq6J4TdEyh%jD2A43G)+{0a8aUqGSBSWV%gt*e9UlxizZvnJ
z8XxJJ3iO|!9K*LIBo(+fp?ffeJ2yFTegdEuR37Blc%5H)XN3*`eS_$i2-N*~yiUhJ
z4}?R&gaExRXD?dnf}MSboQ})c(Zjw`h-?R4*c)*pm(1A-YvZ7|4O<cf8$8e)90*!Y
z2KtW%ygvk);oTu-7-lzE-XL#)$N}W=1&D-$uk#B7n<jjl0-nzTSmimkBR>H#V!^%s
zD=)KO91xE!_)5Zk_KWNPJFjhg6o53wS{T13c7h-XY3%Pf?1tCRjqKtpIl6$pTiVX=
z><oO@>pKByldlQ#0JIxBhI&zf0Tw#+vw{*?LhXPD9_x<ZRSSfmFQ|AZ$5C|$U_b0Q
zIMTKrKE%nkRTsL}5TR$pzRcSY<e%?E*V~%F|3}<=fJasB-NP5X3M8awdhfmWl1d4^
zN)eHwD1u@^MMV@Vq9R4HqNt!)0ck1%c2uPI^fH;r^z=&LKHu7NAO-~Pec%6c-!IR0
zJWS5aoSd`I?6uckzqKmYwbp(EF&OnJ_y)rPV}gI`e~WvMMUKHsoPgd)qOdm-#>^k3
zm;b-;y$q>=B{OoB7LnGjFuOHYug2omm>g<@MXuI~BvKv^%a6oclf$6#*$hBmr9`L@
z^A%!&S|-*iWIB~Xr&6lH@yg`@ze=SFpx0nDSuIuvn#ttQV;ocg{o>KC)j0Kfm%-pN
z80|W}S*13}ReG7ytU^wK&1-Qw4XCP7Gg9f<$ypM%7$xHxvBsn{d#$-exx>Z{z3G<m
z)9;ve7uqcoZXHoL+@dyW#R|LDkY@)1EF3+gX!Ovb!-otSSdf#S=P4}ojvY5_?%lUN
z|H6|WZCtx`+ozj0t^Z`>+7H&f`qr9dD_(r!$w%hRxpmwmfZJT_2)Ah*KySX|rd<1^
zT*qWM<rd|P8=gC2WNy)joM9tC{1%QIJ9xslqMODJfq?_@E*n;eDmJJNCJr4q9<E#k
z39`4q3*z@CSdEPwJZ0pd@i^{0dyZA@Hpz4Cnn5|H;e$~P=P1lI<#`OS1uo374a#>7
zDR7gP??N72p~qI>vgW%i1*BOET~=)5JIuLuV~$k^7p$J<v1r_8waWx)C5hj%=up8V
zHmHS&KhTmoeKE-$Fd|(~jzwmLkSpV{s3zwz;Ya{q0s%dpn+Yvt5;L_QBjrZ=fE(z^
z*VB^vWcTlr-R~c0wEle<NqtxYu4AWM&q@0y7cKRA0)11i<D}mxWTc1*?o9{!m2$I{
z0)|%1(Mxz*L^E(%awbi|r0cjGyF`+&)83SycmFN7EVy;r)WHLXm<&#_0O+?sqnI&t
z;EG2c*!0HAJs-dK?fSPjyz=a4uPys?=jVsN-MsC+HLDgsICuPr+lvYp-!kQm2kzUt
z?1f#+U*5F%@ptaL<Ei0A3v%oa<d`2D;&^e&z|S6^Rrb~DBcD9GY?k}3eAfL#_)m;i
zy>`3j!+Av;?;5^&?wD`ynf${&(|);Y`fsym{CfMe!w=04y|Fm_{^Ap_%-QqEO&{Kx
z^X|=_FXxT<=Fu5HJ~RK|>LryQy>a}V6`w4a`^4~p<3-%O^pwF&`Vgc9ve|h^bIVM3
zW@kYEFi^x9B;gc_nI3M2n+wF7l_$yaiZdMIG?RFMNs;C>F>@V)LboK}DRvsURxR7C
zW}B3dH*k!QD1b{>OQ01&i61KaOkiTw3Ntuf0S{3ZI;lu66KTXetrSGA)CSHLOs`y^
zm+^pmElR#k#j`27Rx}mbMcfN}H0XilTq<r@E#qmSpuh`z;a&@&d}VeD`pRW)xy%Ea
zHvxSqzSpf5x(ot`g=@2LY!<HF%(EJKX5d~e->wro^>Vjf<uPcz2EA8rbZZSxjoz--
z+0|qT#s<)<RO0(Vqmam@e1U+$<7W%RG`={SBTQ!rQ#qn^zJw-K@C4{O>B%Ym|CyEC
zmz9<z%u1DHrU(c01>BV--zZP%r%dfH8*rnbZy$dD>!n!(gqg{iH~s^-H?98-Y+5GV
zXWVw&O@*-Rz6S0EZHr+vQTY{$21^@!KLY3i?h<7$Y<nZyn*86#Y7a$%)xAe&4AvOj
zsNxG?2BJ76oZDaG-ku>W96J@P-4?6;s1x<(ghBcoEK_^v$Ck+PmWIF;N5cf`i-;m}
zRCtWU>uY08C~3hGCqY(-aH{D3rMmq{prI^US6N?)WKRq_0I`6wCDCFcV2GYP9zi_u
zaX6J#$Ezbvkv33&T^%6VBCU}?L!cs7LG2F!TpRHN_kvpk#<&{m8w-{-)&2mz2T5&i
z{OWxDmjH*TCu$8JA~iJ^@hbjmRFJ`2wbl1^M+va*^A~V0!l8(h(ozt=08vx{)CD|@
z_0yWqTkC%9UD4L_hW}3+3Ff&ydJsuoFpdL`MLQQnf&Zs%!SAntUJ`6!Tl7#@cn9$Z
zK%gEvfFBiz>r3jk90uhZ+5Km9?_Vvp7Yy(Kdq9N0{^<Un>#D!2X#^~R>l7}~H&y5N
zhyGRGc)p?iY<p`{18h11N2+|geAS;dz-FrK&9;(N?IqAmu0lQ?ATEF|VZ{--1?Wov
zFp1eBnt`g7BvGs6xz6I}0f0NI-fyq{sy+B)N9^#~rjm1QwdXn_ux0D+0<A|h48-CT
z{{dD4S`zEy3qSZL7(XB%iai6FmgwzBe<g|?z%y{a=)>R!yRc@_Qcr@UE7s!^5wVBM
zM}RKYKHzW##|Bh9k%r}O>L5uBA8cds7qyhW-CVV)xo%%`V@+#&b7#VViX2WCl1E73
z#d-XkJC7(5JcAz`%+<_Bdf#Y&ZAZfqh$RvlS|}V)kym`?%z*=c9zA+E82qaTqQg+g
zGhE+T8*M~xH>Q!7^dd@!)8IqMAeiAs=&}6=8vK7W`S&&ZaqoZE25Cecp@O@S2M1L!
z;eN?iL3ikruDZ`Ug4^4}m@yrPvZA>@(9jT#HZ+9ln<2RM$D3jERUK=A>u*i0C58j}
zs|w)KW4L&~TykIu(ipfGSs0+T;f)4|gp<+Jha+cx50-ylTSs|ZkY$DPvzyD$epS(l
zXZF>VABmhe89fF6+w%Hy6bqolj0!tTtVUg|4!gRmAq9QW6Uc%WQtiU!4b^*_%0Fr^
zU3IqNmBcJH;nb0s<D9LAL)!ATiVs@hAVDUKB(4tP-s*-*___U0`Cc%+h)_QrIRnt!
z+qXRN?TTVyxRj8h*1t2=RIm7N=zEjsf)tiGTcBjibRxA`uD7WHdW|-v)+kqLq;iEs
zA`uA%BCs+7F2YjPa<N{8#8L%pZ%NasO*+IjX$(58POH_BAFW=Gv<s`t>Gn8X4zt;A
z&^wVVjAqa~63wR5A?H}HQ0R~Yryzk8b^~^^Sal{i+$%+LPBxpJ#gg%*8d!cxH3p@@
zW^m*=p#c~T-`VMtXU@81_N=M5O&mQj&jBXYXa>K8l~${xz>_nia3F!bD5=Zy<m9=B
z4j**u%qb5(a_{n0OV_Sj^TGPJ*1f-G&6*cqe(}j?mOS{-eYelNdGv%~c_Z@dBfQpe
z`OcdPh-nx=@6@8a$;0!<4D}8zat|(Y4JmRDAD%mURKeKM1ILXl91R19A*7rQ;@+{4
zAAp$6bq#gfhB(b=L*3TlIrdQnu95l9BCjRiu663AR*lfAgQ`>PvdG;wxx*quRDoGX
zw3>*_up5D0)eiWh!pQ=1S#?5(2`Ofx5y7Wi2yRv{<M(bl8BZtWBKAuo<*1Qwn<#^l
zi{Sf;845!!<&t+cs7)%FRw`5oI6a^jxL3|&NI5hy6ZyFaUr6C)4S-4kWUrW+CSs(D
z=qV!F05mZ@MaoE#v(gmobQL#4&C7(&0Sy}}em3Hw6+*g{mo4MdR3a9R&8n8#z$D9r
z8a_wL0P9OL3I(}3?U<aLd6Or<vS`ujC!bt++pJk5M~utyjP*FD4H>v_)~z4B^!zvL
z-`)G^hr2#{chg%dcYN^1k=<KMe%W<o*Os5ZSikM<Ra;+MzW1Hie|`7u-`;ua$5ku0
zFL~nqId?oWbnv1A_lx5Oe>DHr{cDzlcCP)`(XAC*mp?tpaGO1S$vEZP^YXVpHF?X!
z<Cc%qJ)0w0GsLuUe8H|66MnyQ#({Y=OP1WzzJ6)z#-~rdc-zi<iryNle`}m+=Y8Y%
zKY#bBHH$-^t~vk9w$8m<j=b^GhWWD}DfG@VXl}O}XPAu>)v944ffqUlT4oNHnJ?lN
zN_lx=wv(IX;AVQnj2sy&N5OI_7-ngfS&{8DaB{4oe7g)S$0Bu`Brb#4X^=P#Qm9|x
z_Fz$ojdCHHS%GbtO`|}=hDjmTO9ciQguC!q0O&<8LM58egh`EzYm{*yKCuEh%Q<El
zn>;E2eZlt%p!FrVSH@AJV<c3;gztqd1Eds6(o9Mzqz-_-kUH3*c96?l6!g7-ex)81
z?x_TJE!SdTTZ}A=k!{kkOj?#n!-4gLSuMZ>)ooOH&AJ?u!D}*ljV8Cj=+x=$8l6p}
zGb$7cAzucoH>p4=<%xw1<QJ>eJe3-n{wywVuOOApNo6nwWM?L24Co8hu8@|l;?N9y
zrjD5<PQFoaLmx@s>r^RyO|*1FR*I-^AI=SZ1SvQ0Qv1^SUzeSH0~-jL&%u`uaBsdh
z|KH%=MuISr03Qj%Q{iMwEsBgjgS>$xK!rZR2-r|}fEe9}0)Gv`VQ3GCs{`SC6YI!W
zDeet=so@Nx4|tnU>}Z1@RZAb9gLII*=SI|mwMF59;7iElt~?+T$uS{~i0C&MZ#)rf
z``On8bsvSSwv?aSUf%t4O-EUzA<z)2Zom?7CFBYKvEWQFf*^(%=obxiu0QIJ#3EQ?
z#yCQ%yt-Q8_E1U2sZ*4b1Ipqk=o^Rxt_FQ$p^B!!zV_fZ=jtI(C3NW7$fow-F0wXy
zF{zD$`VIBIhS2e*>aS5La{>1T)+X@Vv)xs%0OJwhM3%@mfIkEY+yOqb?uS;?p*LQv
z)4vKTxC|ux`+qk00n1@8OgL)7-UF_0K>%Mz-S*a4g0j18wK~BTLiW%e+S?Vv&SdU$
zF8UdS*|oKwo%U}A^!*F;0s#LF_foTxJ-+j&<Npe^o^M7eS_|l~us>8@5<FNQ-ro>E
z(H=d5I<LmcEzRW{T1($-FL@cl2An8}93XX|7+?Z539tkMyq02sp$6%y0>XSPp|f4n
zQMs<ex2Yra3rs4y+XLsj8_%EX1h{PPKHt*W4V43yiGjKREQ$Nm#UJ1YGL^bm7kL5j
z)W<P>!^ABinP_T-raE2@JFND~_q)nhfT$-rPYU-!p+V^AHxi+@uaR8ovKJxxZLRpA
zq2{}Wx<f6oGRSqiP=D7Ayh{)Z4gfz`WC!X7*6r-*Y;J0%4hIL*b0od*tgCGUrpN2y
zq)QaG31zRpx(c?(Re?ZleLc!5|GJMT<r3rq;pUD=a|aB_djFOX`?&7J1|i(s0Fu++
z6!U@VMCx2iyb68@t?{zf*zvZ|Pk^`py7&?R=q1pXXxdSf3W3B{B-*sq?QIMl3x<4U
zp@w6@cKD28Ip)WjE|`z~Py@oh1JL(>!TRDRLb+U3eFfyQiA5ZUmx$8^Of4vniyvw!
z?za=r7g-)Z`hBp!0Q99){fW}QieQ7Easwl3hlCp#=0UA3EjaTy=YK!Lq$ebnmaq{C
zBOJT5zUC)PWMH}6U4yv~tXF!}_-}QUzJRDWXoqm30DU2@2sHT0<E13`yq7Q8f3gkG
zi#l9<Yhlve+qWDCi9@Bj4dzGxm$>)FbXF3LpUszZWyn}EDUHY<^%!k#jlrza>eUDq
zRjK4siA*9=NJYp<g|GpUzQ}KKm<=|Q-fGmD^;(l&M{3!OM!jCI)9H130}>%zZjZ<9
zc33P9v(aO-pt;N@hsj_!8Z3awa=A(>QON+IH6FVo*X42B9CjnjZ4Fw5Muw6%AxdM^
zI;B>t(CU;3Rx{eoPH0p|j~F*`++;-T-Zp*qty5qyFe=}bXVY6yL~hZWkVa9En?G>i
z!2AMunB{mt`9d5!Y0Qi}ZoTi}d!Bgau@_%??#1QLE_oVBnDg(yclI5(O`bHq2&u$F
z5z*zfj?QzA&3BE>bxZ*C9g;g?XwL9K&Vhy2{CqRoAY@p;$83mu=pYvoE1)YF?6nR-
zZJO6U#BCdBH|CkO9=*b?Q{<S`c@|B+O`8XKgGu24xK;6VGL}ZdP)TTNDIH!_I@C15
zi&e~2h*)X~isDhDBtX+jc^WYnIkqYxTP0%SQHdsC0jA1$bQzZ><7Uf%GkG-m#RkkN
z=hJ1-*(RD)Kua__%AiolPjIhVrjrR(BCbM!x57Jfplv`SZ!Tadcnmq0F6Yvee1=ZK
z0ie=L**Y;xCt_-a3^bjHVGuKo5~fMYGE3POz%4YCQ^~nT1%eN_Dg=sQe;E%h0S>*=
zp;H2|X#@$}%VJohl0jC>&BKO1c-w8SKK=AtOP4;kV8O!Kx8HZm)CX?8W$|5izWU_j
z+t$7F<EBsdezxJ8kKX(0z1MfHfBX0CpB?$`t0UiRI=u6XquW0}zV)+{TRuCwas6*^
zzP@MK(yty{`2Ov)mJS{CTv6WI>Eri4^FVa#yZ<_}<6ouU`M0llX{zO+LeBg12Y&zZ
z%wuaG_~F^<&kvL?P-iT4iq;lcw@w-U(`{3JpEK>u<8xZxTT=ht!u^kr|8j=&^<lDi
z#^`r17=LuxJ;kp*7X0Xy^SeLo-1TYk+7(|feqi;~aZimH{LI)9i$)B+%j=q`Rpqmp
zz`Y(0GgrvXlM1{No|Q+p@Mum6+oRxn)k3#gV3D!Ra;9Cwa~nh+qcq1P%Q4A4aJ$vR
z)K}^<D8QQ9Ae03YOKQY;dI=v>28$BvS(!_(M9rXH%F|1^4%8AFWOk@_@t#V)8Cq+g
zTvA%dv&xC?+9+WeC2W%nxL06Pi!AUrgS<h;(*X1)$lgRXoXn_}LMA~;9l$MLRQXEn
za;ZZuO+a6%TMp2R(l)UJAEaU%H4Kx1Wzw?^8iroYG-^0TVoAY))q~5Z^jdUYv)*eq
z<d{t!_#x``cCFT;LJ^x-%w~#U*@4b1<zXTwmoRl|KHS(u!gLO&Ka16mLF=29_Rp-8
z8<}bSMf7wS#JQB>JpAEeu3|u6!F7E^*Y{BmxY5I7<Oo@SzS5K%1q1%cNxq(ud_60z
zzkrb?6T;&{VbbINw>WLr(m4QI68a0@_Q483TmW4%(vhqRO4+*;U^oGKFSq%kl(*nX
zF1IziI0QE~g~Rog(deITbzgP|HzZt@HlMBA2&rLPytsF5$fe^lRm_DdEfUIrkqc}R
z$X?*yZ!5bY?ZYZ3wVsaQ70gnkAs%R`tBuzJ-%?ryj35|FfOui=K(Qzo%`kQV3z4Pn
zb6xeF^?}v^ETqcgL{JB^w<c1JVj}EJvA#VcBN-48pc{)d#Qe|zbVh$Z*YFMGA1DRt
zj(kZ*f9QLo#Z3+H4THQe5^kys#><0shoV*6T8m%#3-^|jB(Fq3+j|Mx@I#^qt$vMU
z8C0xmjU2tk*|_ZF^!{f8;Sf7hZ1jGf!ZyItK-8UeaIZ?Z4L6dF&LAk$A6jAifB8!;
z)X=px1v+8}yCS;@v)ur|v#B%sdCa$=%J<1Js2zIoy$537ABz2SAadyUI^PezMg-~N
z>L6+NkHFcQ#&Zqr-7W1z)QYo*sOaKIG3dC)_J)qOhQ>&Fy!Oxf>fH_Ho0>}BCpGoO
ztKh8)Z9{kU8e}?Sc97u7!2rMi7Xu8J<I3ekE>ip~lF>TK*0fh|><D~)Humeereo(?
z%RAcw4Q(+vy2j8cd*R!jtNHg0Twm--R^(eQ_|xJd#_B7gp<m&%M^qVQ%YbzguxCR;
zjQuKfzh|M=u3XhwwyLB2t&W;c0D+pYK8{$qHms@>b{CQgkjsGH)L{U_0EA=OMV*bm
zAI86Z2KO59I`lu758}e1z6`N(h|<7>^<stTWgP%syUo#-PBchwsaO5|isKpl>I%Pw
zf){HR!CxQ@#w@iv+C%&jg%9cckjm6;LiHR97*F}C{-}xmRNeMnRX5b#=mVIa;@(7h
zFYI;!egD=uFF(}F4h*sZ;9kgODaC#dfJEBwq425S>Z*1TQBB9@vTi&g(F5kj37<C-
z0Zh4p;pO09Db^QLa_CBM--GW*@B=3KnD-C`70&6^f1-g?jTM{PO5f<JSd~ya^sLdm
zOOmF`SGCt{Y7PC-(%^%xxQ6I4-~|3ZOKO7_>s0h4Di$$S|2yu*HKuUy|1sa2oXyE#
zi+FOK9Ev=P)8fkY6b$y}541X5CX3Z#fk}f=tx_mu5`bQ<QfAO7kSXA@8r?QCps&TK
z1K(mqs)X5OF`G&LD2yDmItU$Xc8AO9blR*gn>E+v$Z<k|XGR^I9kvfTtx6`9OW^-0
zwHOV93kydS4INZanCH#$I^8at!(p-6@bN~}%Ng|=okoeGIh8?c$noSB4Th)0NSNKu
zymjX6nX{+gJY&Mh@p-O1tHEm0nXG18t~a-!un;D}xrO=Og512p`GZFc89r|Km`S5=
zo-z5Z`FGrX-<`8&BV=yElqqAzk1HBplmkbyfga0Xw|Q8OZMfH3<TMU*nnvZq%NM2%
z#vHfS<xo29O1D$(acR9St;eo$0?iuaPJ`S9qXwheV^BHal?v6Rn4=T1O>({k?otZA
z31L_=j!sGtuTqdDW~cBO{kgQhd}e={AYCrZmT)t~oGdw?p%St*Vh);`U|kjjx4oN!
z&j8{@?U*>Bq=mFV!p@X%GNs%sU|>0)2GUg_VgN<M^NKVnTLtW@6rhS9G_qMEha)a!
zjjNM_G!_~aB4|p{z%)_~W>$8s)B_}AQo0ksjFhvfMJVcrZ-W&O>#|0uMMC<)<&}s?
z<ycr3z)RK+BU!E7AQP#8ds%cPmu*)mhPqwT$Bemu)~qG>-M94Nh0i_s(6WUKS3UXU
z+e?>jShaHN`|s`B{?-0(w(a@+<Lw`=-HedXwXXsFZhQCDt#7^Z^*bwmhVlFQw|{>7
z)!i$WZF}nRFCM!8<GFXNy=C$%BL=S;J$U2n$-h1SP{UX6{OgZR|2nj(ZVTwy!SCLY
zbL^e_V>@4L*zwY_SMOduO8dB(z9LVtZn*u6@r64lkNEDEQNQ0kvGRqxil4i6=k4zI
zM=ReLBKdH<;fDvt9(?My{Yz#ac=qlSuRL<}l|{ck`{0g+bJyQFZSCz-Kb(K(n|IE7
zV$6tH4(nh(2e{YGW_SghT&d74fqyU4$Ya{1e5Xp{(aGH!sYS*&fpwSjZAzhCDRQX9
zP7N^%Gs^{uP9n16{3}H!If9J&S`i1c4>YZaZB{~CD|aHZP{P(pSayxji7aDicL}@8
z2D=NI*QVs#af#)86J{&KSeT8^!Us7t<Wj=f%m`Vp9FfHEA``)S7n#K-O#=5`guaAc
zR!FR{%TP$|3Ictd1pOu~9h4Hhzd_E_DQPA>!M%DFL#JYZ??uptTEfsuId;9=W7fD$
zS~pl<D{|<JP6I3*R0g>ei5?<WHkt~(TFO<57z!axDWOXR8EpEEw2VHq^gfLA>sT2#
z^0NoXS(#=rr@){bX*Z5{S%%`<C_PE^k3NEb^wA_;KSVAVXHpN-O5Gy1JflCSe;-!z
z_3X6%e0qkE!w~W~0xpls;tIG|t!u-OhcT4!PQhx386atZuz{j?E-HI}g!m!+H*Z@+
zz9Js0tgN)Ov;?FR#0ZxSUSvpxm3{PNOXO$Rgc48Dh6L^ke9;!zb-4#ZFAPSlPEwLf
ztUhDd!ct;YtOd}Q()VIurRt~l)plZCwZ1VPiU$MH05UHql>&u(0eS&wDHa7|To3Mr
z;uFxf<!no|J?d}vSJhXQ$I9SohE^6Ut%_FFMe3;W5U=`+cxh`q+vY#la{OOSdqA8f
zpzo%0Bo=l{bKsZy(1}=mO<kiOcBZA#W94<f)>ePnRPyp)I)|zisPw-`9Bm+=x8kMF
zvgIVX*uOiW73}2*(d%sd{jBzW28b7KPH5QZ{X8M`8iSDU5=*W+)a-92$4s1)w|0d0
zv_%fJ_R?lhFQiU8%E!Ap8oJwj=b8?kht?(f32<+B?2Go=bz$F!Cqp}Wa4*EY0KG?I
z`;SFVod^d0tZn+X5)+fNfB4!;LamXe4uD>G+fhgl^O16l?^s*!B6`cFhDa=24OR{4
z0(oIDwr!~1-CVV~z3Ky0&36_9**<j^Zf_MYch|hy!vH6w1@8e5Lv~Bzw5p*2CJb;Q
zp!Utq>J3f)?f&p@)sa*FPz^BQ)j`cAzd_#ze+u-NFy;!9O3e7F;^?pCflZ;ZmCaBi
zlQ?NITOqi&5_6dsfVv?7ZbSKh__wo7rQPk}v#^^W;EL!hi0lXEc`Z$t50X3U;?xN}
z5HR@KaO;vIyZ8@kf{9lr)W`%hlDalj$R!eFu7Fw-{Rb+8U_)!L0eXXmt6}3y`b_U$
zhyH^+xcVv>;ldySN!(p^U!b>B6`hHNgU#n+o4dlB>-{^*D!xBdc5GjD3|JTCW<b9X
z;bR+lzNbTNF#f&LyzE-gH<9pIQx->z`0*alo7gxC==*!HbXQG`!o3hYAj}TA9$<s1
zJpm?rpfAPxLVtxS#zcV|QFp`A8a9m7#ONB=A`+~M*B)r9{0h@C`1%sL3xqDjstz@7
z(B!XauXv}`w-uUvRMkO}0RtI)^rc5jaQM|4cE(=^Suf0F@J-b-L#M7e`UwSku}pyJ
z(*Gsjo1DeUWD5lftqK{xR+rtAmp7;=f8b!d(`~WZV7P0wm~|SJS|J7K)uX0HtF##b
z{LCIyl7M7M;9e7q9c)$ycD7ngCNub6Jp$E$dtENK%jtDFiHolbXx3yy4xGhgH5s&O
zrAi^ws+4xCd05fl(IbWrLYxJ$NAu=-z1Z-AE4EtA27`{&%%ONi2=TDPZbLjpeqP?t
zqN1B8Po9YoxT(``8jUD3SmeTF!e}y>iN3;%*b0vW6tc%@_d1<`-AK0Z+T1W<7&Uk}
z{1FCwbMhUzc{Z=t?6hkg78UHCTu2r$tGq^qQ!RF>ML7mS&AE&cEBvN39KDKTP;(6$
zo>7BZA+83Nsv@RF#L|k{1}P5>SVhHW$N^$G*%~2JD`u&M43&Vc6wp*cnnsL`Od&Ig
zo%v6CS|4`S^-^A{LICWVE@fvb_;j@pZ^Z%KiZ|4V&{&B^w$&n*O31`Ma$YvDu7oIQ
zGi5xW<!pE<08yyKOtl2g0BndkiKO#lGpK|lYSy4Kt7WK!0^;ofy=2{71O5=15dc>T
z7iek&5U)DVrcKb)>Kv2OW01MD@N`W;Ur0#_&C3Sgd!gZ<z+H$r(1S%30s87m6oQCS
zXyAj?LaqXCy<(wTuN#(=Gi}V6J8!;u&dpQjPoMe7UGtt__{f_tEc<B98YBsQ`{~Ag
zJGT9@ZOe`g?|-rOjnChH?c>*1e1H)7rHkKL^3eNFJ^1Ca$G0wfV)N6FZhHKo&5u0r
z>HInGPMiGt*b%FT4_rH8*p7Q<oOpRr`&aLr|M`>iKd+B|`NH0(ru_KK&5b)=JpbF<
z9pAoE{KmZ-XL#2PQ?H-k{Pd=rk4Cva8SdRQChzN82L5vQh~2Yu-z^fZa5Gltay}fb
z*>m@>Umm*Yo4F&m-8pjSyb0gjKlQtXx9@sn&W?xY?09Vcch5ey>9GaNr%jp%S&NYC
z$VzuIX>K0dD-pURLL-k2Yhsf`0DmxtR_Rd5O=5vj$g@g>4mrxi<Q|REt5w1@%!F(X
z5!WOYV6J3UiV;r;B&?TklsvHRG=r35(}=t#1(;!wx&{dgaM!Nl+aceDBv{Nqv&uLQ
zg}@1dT_Lt0M?=g-v%vaTC4mRBOQ&!ku>$f51-#LO1ovuXApZ&OCGl-ofVkk_YsSkJ
z;so@S*cB3o0yYj3ms0A2sV}V66fA>^X)*B7^eSLrrb&Z<Ij&MnM}LE)++)?ah{9as
zvFLz)od&g4BZnXvs|i>~K&RCLw@cY-Ar=%e#7t;uZe*qRLE~rrQ%vhGWeiX<)3xj@
zhnQ1jP)_n#XBXwqfI3LVcVrDPBwg>KrB1Qx<_ylcYiRzI9GhFrR%9g$())4K`g1Z<
z*fgN%Y$np)(lfKtubkJ05ddT_h5)k07c4{Z+JB<#rM{VcKHtfcCypFBeB#9Mit@5p
zG(@;ZK-6BXxuLo>{Cj8U8(1Gu%prm>;2}WL8Bk8udz`(veF1$TeT>puVr94k=4dUE
z#%3&=!qn(spaU*O-&ddg#n*+^Rje{%OpnIHaA|;0BT)?$1bG7HmSTD@j3b0ABRU80
zy+mXQ8>{Zl*0U|hwg@!)D;p|cBMg2Ctu$5&1{gx;D3KNe4qaTN?riI7kDYBP?ymnX
zF)v6|w?#kc4t>_@-`)^FX4#2AysSK4d?tGAbZB3tZ*v?H){^JCeXkR!=6ek^CI-y}
ze0mqF_5}2nzlrGBE9h)5o{cM>BI-$;Z3scI><wH2Hz#agvU6jo6(I|e-@Afebpx){
zZz1c{(NBr8I`Rj#KHIZD&N)CD%;*T{g(|hHtsAxp_)8-@Pyv^4Yy(~YVWWS2Y49sZ
z9S%l!ABg>MDE9NQ*#1*6#DK+CD0Di|xUZ%S4I6$ORtqUb#|Z}{2VG93<JC6SLhuXu
zZGB@s<*Gr=Q=(yieW;`{c%V7(ZBxz1^`)!hXO=aVyx3B<yaNVkRbYVMAT?zH5~uaA
zU_xOFB`_ohHLnt}0T|#C$VHYnRlF6b`LxFObzSvO;p#u5{$sJa)6u#z%;~PUU~vIg
zg7%9AgY`jweXzQ|rX+smMEv04_%Fx9+bXKphLN&YxiUf2zfb(=;O1JktmDjcZDnt@
zg?{a5uI)bCMufX4pG#O~0b)_E!sO<Hbpye@7e42I{Xf7nu-8zZ!iBm%7Dl99DCh_1
z?YV+i+yK#98*3(N*9fja1a$Njcf013q%IQZmzeU^ecKh<)*T^m7mGn;8kKN+XbXN;
zSG}dI^81rDr;qsjhkT(wef59T65n0ip@-@^Ao_*R?teo0CS*c!@a>3x1A~fN64Hgg
z<HkRN#oyILDcnotI78(N2?QYVk;nz)*#mt6N}F5iG5v!32US^!UP<m9;+IIKBv-pA
zly70ZZ(nQKTHLC*VK1hNZy?>k_hx6=iiFDdV648XqQ2yG{4}EX&`#H%K2v|Dxc&?(
zYD*hRi|dQ82#G1&OFWsQXG)``m=*SXU*V{*K!Dqa5`kk*3mAOG<NR;vd;6wjre-ra
zBAE<syO8DDkztYV$;mZaEJmZz3dYwALRYC#N<q=~;9iiu9y{#I2;XbcYpqZ+xSTmT
zUXR!7bh!YSEj9pW{3|Cn7ollhL|3>RHnS1dzIvzKifx<4WClnz>0M6S5L7u09_Yd^
zEGDPJ=Jhypb39(R(~5ToK32d?g3n<y1Ol$npmo?S0M{OmbL5C&6UL4kHEiUd+(CAu
z140O$+MoyYHCc@&i(02wXyBf&k^@^C)N-9tq!NpiVmVBNkq0K>@PrJZm?aW3MMAnb
zAq<ccfJ#?zv&8Ty$WD?mQx)8Fr65BgNEdUGMeJlTCq>Lnm2lHUtW-WNnU|f!&rTN5
zQ^bg`Wu^;gsRA1GvFS2SmRiWvVCg>rdX)t9G7RuRl`^DUys$4T<2oMg29+pNFJq{M
zG_`=P7qg8ro>_q<YyqU3U;^<^G_pY&NMkM_G2RnkTP<b+b!$QA$~bxj&j3=6Sih2n
z4Lza_Ana6d0f2!;tuWWs!4ylZlOYEU3JU0fLE;He8wHxzss@Ef45@&TNSTrWKuZba
z?*Weu`?3V$waB<83EL=U8bl1ekggNZ(DXu@PDqCw!mLK%0wmu;or15G^EDtXA=MzC
zCD2L$v$5c=%(0k<=H}is43=&qM&uQYE*N<0*zxz@Hv9QU9$oYN3-7I1`N>;vZe9Pu
zS0AqX==E1WSpCX|HLKoV_44b_E?)V_y)Vtb?WH+4FTZ`_s@ap@nlo+V{d0Cbxp2qB
z^WPjla``~-t3z@>nlkFwN9NYP{@nR(@16gC!}(orH+`|R<n{R#@7#a>yOrmESRMXk
z(W#Ylepxhe&;6r+T5!|1cZ^s!)cj_S=7YiJkA@l74^_R9!+uJY^tiPDQe)cN1BKhC
zd%nKC@T2k8_ePo4-{k&s*04Pf-nwteJ%22H_`vcf552l{_j8Z0xozsb`R<_twmp4-
zotEk3Fg+5X69s5|j)uq4iomF&JWXMgO4S^$md&$^Ww{z%k<~Wb;T&SM=IM1-sn{su
znWX}oQtZ;<Y|Cv3O;ZvLgH0oJ8)bP`RiQ(ZZ&kT<q6F5Zn<Pw^THsXj^!zL>H^U@k
z*kwGAO6pO|0jd!TVwDQ*a!lFeNW^m^6c6FW#2Ae@KcE>^B-yQ3BWyoufZR%gy>TQ6
z(X%T_XoXWHbt1h&BeH3+WFT-_;oK{N!a=Wutr-uvS1o1g6kMl8nd8v8ENbEsOe!le
z$x@)p5wM-;&t@nk2ySO;_*oKq5-Yh6qkkWMS|0^7$s(aS<!q~nVdP}0vyu(8R0yOe
zISdcqH1f%*<L@6{c$>>SPAQtGm)|!m|LJKry*zj36Ei1IEpX<lglc9w7b@T68?#fB
z*t9HE-7;uMvA6>6#kdUm2-F7=IbdK77Q?LUKT-Bl-@pjK-M{~j-+$j%T5>8_=L53^
z(2FHMX!CkneSL9T@Y}ON<X-@HZ321N9of<m{T+~ul!W{Z-SvQ8g1(6P5J?<J5NI8s
z&#+VsD|@V*!nd<5(uxKo3}8xeUzAu9lrN?4?Y(YDjUzBw!&{MZC&I|Jp>?6i`z&l*
zu^b!*^abdJLXTL-$I1frh-SrbiQPzD5_v%@PFT1pe4@?2tt;>`fxZ`p{x1Q2+XG(#
z`bL6B0DY_K%K&{#1K)<qUTrRZwzK@Db2Y2aCtQ4qrkC<GD_@DK@V45Wt<fv#Z2xv<
z{(i1-@ql=1<D^kpT9@q8fW*DuFvTFw3;?~2TOl&(4zBMEZfT33pz3j`{d=Etc-kfy
zOZbB|bu?CV1gY$j3rpLr;m>OQpPlh<J`&lL0KEs!L{C;lD*fRAl;1VMSZQ4Y8a5yl
z0MiSq3OW@ORe|%Q((!5<Yv5Shakc}N8i>_HxE`gZjzz=G(3&C+x3M%BJ5&+;zRb6+
zruvg$#RrXLYf)L>S+a~&1wsIfI4v@dfcx=Z#brGVaA)<JmWo%KN>??VS<!T64fMlJ
zRa@(8e!xP;MS=R|S{-y|(EBy9>e5){@ksTNNa>N-0f62^@gELHzdIJ%R_^<-q4Y(_
zvnj5gk~(xjXo0}5*wN08Mpy+9Pl*erYA{UxtGW~S7g5e%3tn9j&RqT^-T=2LZZVko
z)z(xTJ#z5avBQAAmt66`^_f^hV@0^BBoMFi`Rm}0aH$6P+OO^PTR`6kR`Xlq#ck1p
z9pSx5c7w=)SpHscHQCZ0{i->%4a9H6w>wz-TW#QUc_>1y&Or2w{`sHaUP>E}iZ<}=
zpifW75MNGQS+0$H6Kel+NOMN89V8G5=u0S8yb#bA$Qkxx@#YAiFYG=rF#+_&R|@nd
znD1X3_hN-BQSWf7rDi8?)vofD7b{Xpg(JzDDSrt{n^ylf^^qgB4JDOLRn^Vaz7`(@
zRLCNUw1(nsu_h8V7%guoqa0=~`&)335OUzpJRLbrNqliTkgsAQylKMM4t}s)0)UPu
zFYgnHfB!ddZ@&TQshM<+KrB^2lc!4{U#H#aFc^?Lfyhy_-D)z!tyix$gUK;!q3ngo
zA;)RWaoU_#@V8Lb>9L#F;|3FpAAnuE!)b+B*XaTVc0=O}L<?5eWYB0}^`N#`Om@2^
z0jr57!er8e*>$;4>jo*YOs`j&&B!D+SwY{T8eA?CinweJEh{UP!OV~=L_`^^5NWhB
zx7!Xx4MDG23yM(-cYK8u6f%q@)Do$JD-beyJO+=;6mVH09z(#+U}a}8Gih8}HYY1J
zdq8StQWiah&P-)8Q`yW^9y?9QNhhiURw_5MFE{-LVOBp0Gg-k+Rq#?I>?8>*Ny<%;
z^U~z}3>h~ayNO_Bz)X{{(q-H%;$F*47ctYILxBDk3@tFKQb@>NwTKR7FR_+V!Y&N&
zpTwu#AZGP5$Y>TNM=xgRMGP!YTM|p*Hk9@!1QKS5HsMm0cm(c+<`$%xj!<VDJ@UL1
zu(aZtP`;!A>=ao@q$~(Mkx2t)4|FsSn1sZB!G9GsQ=s?=*~`~RKvUy=2<`>cA-EUz
zSrqQoK}`zKtANOXG(cZ{g6vg^Y<LqH#{~H(4i#9prvU~-R+>QFND$L1_!>DP#&{4F
zs{pW}rjR3>3~CUpfLjN;-9z*82Yb9O6#g5`L%n%7j~X+7=IxK)d;fEfJhptvlGmPp
z{?+H6eev<fmMwa8)iX<0JoUu$58e0l+?h*e-t^?;p-+r0cxK$d6;np8zw6c?o?5v3
zk$c}5HTdNm+gn9>o2QLE_}IMgnrF^$dh7hxYtL_9(X#QG$or4PHayn7{e`y8PnEqk
z=jaQ!qH^uT(%TL_aqG8t3|o_{c-bOcH^}hGDDx*HweJrSuC`~bv}V4Q%icIr`RxqP
z_G#|73MH$(g7=0SHr+b##|LjY_{{v{FF$&E&9fzIU-|8or{BA4`hx>K!v!o`T9P#@
z&Bmg;L;{;wq~UQD99(6gN+Q+Dlsd6o%@*oeB8NbkuQCp|x<}eQgA8VmLS^LhG;EfR
z5As~#*2z5vg-tDlZUkZmw^8abN%L*WB9DFubTxXBP0lun=@tpoqZW8n0;`x|7SOCB
zrbEj2D5V~y!X=kG<uWvvGC?Wp)E=G6rBT{cGSImwmqSq`SYJS2gtZ}RjXY{_b%1*z
zcOkgfq9Te58w@~5YMTUN4AOKG2a4~^5|>rxFu^B;qgAl5@Ilr)khP%^cpREMx4~`K
z*v*I)ms&vn8)S&Ifa=>Q=R%v|KrN?&W0A5fuxsOI%Cq~a=t&MKV~ANcG2b#N&r+n9
zdPGb!EyYS3kk6-2v1%4i8uiNTX)n!~{M1b&?k#ZLJJ9{q<k73<&Rn<X{#O^woj-oq
zXot>%Noz(DJ^6;L0sVk`c`PP}$)aUlA-AFj_oD157V$TPj=}AUjA;LXvKL>v&^8=C
zeDKKOgT9)I`dA2T5|~~LTUhJI$mMIOtgSDPL=U!sZ%n)=NjF19TWDJXcU_*&fN{15
zfPpas?nNX1tL+p6iS<d)Xv8w2xtUbEVPzi}xMzKz;?{sMg0VW}VWFrEVqIuTfqsM0
zAUHA%AAlx3_yiyp??$0(z+gb%P)l7^V<kn=_?oICE#a1Syd<I3?8aCL|4&k%1^%$H
zW_O!!)7j9M#1^b!3o%K!$oe)C*7tZIR#Fi;Rq5XwE`7D>%+sCa%RoyKqLT8!_q~ba
z(~k1j+iG{ThL802g6IV{uC)qG?S{V{fvu&HRy?AV9>o2{my@a`LiUoxJp^)n^{=LF
zXy@Xjw6Hm_r72#V@Q%Ci5jgE6b_5RpXYt3v34yGv67bgGYYY8>1@45llaw`e#WuwQ
z8*6GmI~Dr+c=Xre=y5F0g2<&tWU%dlP!tUtSVrz>hnrX@>Zy=}0<lPM+zaUIYxJR<
zhg#c(79|`HqY#Z;h1O7IV<kfLj)nK14(zS;?FdzEZmihYTK+cj?2wrS6$EVGK)zkH
zfB*x$4j7ndfa~7FlavKSXYtcS16;PUt$b}u#YP0wB32m7)-nI_XrMS!hayd1B!Mx2
zC<0M`S*-YI<n%t!#DS_`L&tv$A3)m|KKM)M;3404wZ*SD7r)fyL+&0dt=5BQhA&5F
z#T%WmKjHTag#+<sAi@S*f}X2zQH^kMUU@~_@}E2j$U`Z6(ftDc>XPD<`}hBT_|QSH
zz8A0fm3s?p7AiuGXKJJ6RX&(MpcL-f`~REYUhw)jiZV&a+ELneHMfW6;LqXUsj9lF
z6Ta%x{;F^UmcON~^(8P;g9QZX@Feu%l4Azwg%&s581OYz!IX@2fL>Zz3LjDs5i`?6
z;j*7<W8YS_Z?7PE7LfXHuWbLxU-xII>`>&A$}$wL!WRP5aC|j^^2MC)+&L`x;ERRi
zSWxr*t6c(g45D$0)HDYVwfVLK;^MZ2z=lk?!XJ_8PZh%5U`f59F|a$-aE5}rp|((@
zJrZk=*0;qP+v{7pnq%#;OK@-W2>uW-z$fD;(N4rq;Ge*~_`bsY3(Ft)P^>Xw#*Hr@
z+=?KkuLgQ?<o^xan~L>88iOYk$rK8e27bMI@UUjkvN|pPbD$p039*39>$2r~?0JaX
z^*9g-F)-I%;B^6X66g!buGLKVUPAYJU2eA(;#{KjH5rT)eAa4UU$2l!B_bFBV^gD1
zDwR^HR45d3MIxR;E=CgxxqLoLAYh51a+C|@a)A&b#GGs<BRw-SDLMK2w6q(!+$@2B
z&S0dnSm{y;R{^UD4wpyg@Mv5voy%wOd2BKU(rAp-^o#*%NODR~&B{olWemtly)mU<
z|MdPeP8O3-%VeZxF;ZBZ3@$H|&&w3?Q6Q78lF;>XmR`zK@nKewp%-PFWemHDg=SUI
ztxBdt%XJ%sUXug`N>07lp%tTG4fXg?`8xD6iv|H(JcWR)?P?@!s2@Shs>P5&GK~rj
zcr&Ypr;}tWc&QRre+6%VMa6VzxJC)XAf%fmC>DbXlxG3fm2yy{ggP?4h^fb;n5h*p
zG(x%x5E^u=lw|<uRd9`}1n$)eEjp1!C&ptU=$53)QlM8OW9#s4DF3H)o-)2p3bL0+
zk-dcJg$h(7acJ?k5T@5_QlS>Fz@{s->k4h!0;?w9tj-1ftCzX85~mvSRK5+GUOCr>
zrhs=A%wvgJ7U*T*-URf8r86HzOe!f@Uy(rtsu?b7dZ)?gG?^R*qm}qU!<klP*BJ}!
zt}%m#OdT`s_Q^NToi_dM=`-d|n|Ax8iFZt%bl+_=7u<3Cf?3lZzGcFrlZP)JU$|s+
z&U0h(S56$de)g0f7BATI(7d-t4qTn**f4tV*E1&^cyP9F*~0D*m!JQ9Wyktwn$|69
zShp~~?xE<q1yyVA{Bz0p{foz!F2AGrr8|CkX#A&>oX;7V&*@p8jB)-rXT;Hk6HhI=
z>Cl1^zuz<D*SUlC%^UpZ{UdkH%ze$nTW)1-7-jl;_ORa;-g@Mjc}JH%aB9^PRqwAj
z^4jws&!6>JQO;-~(~;KCnlZpi&vfwE76DJiVj`bK!RIT*1os*xDziXg<0>3nxkscP
zs5Td<3^txfLt{wN(nP5PBpIn{HVs+@w+_|{#FoLS6FGFSYhXEbf{}UV5xFLZifa<l
z9C9uYuU93^Rf`I=(tNEnM=5g4L{5pwA(1$xa3Pa>mC78oDp#w{(W*UKl?#&&TmmH&
zykaxt+yJ*~F+eG@jPZy}Hzd2E{EfJ%k%o#nkxebOYs8QTJGD}m4od*&+Y*OS;xHis
zL#UIZ0Fw@;S0iWXlpKpeoaffVjxX1Zxv;{l!xT&ayAqpDWRS58QU=`BaPT%6)1~AL
zHp_<FRKqNa30}jUqYEFIKJK}B(;uI4)3iM6Ftuo)m^Dzy7%pYsVo^UjdeF<$C%$&a
zEw9d+vUJj@XD5z)dB&vI@4oHBMGw6G;M@l%j+p4h#DNcW1UJ1uBQ1$T&*HI}JT?b6
z{uO=902e`)!n3_OTGAT+1L<AoV}!=Jwz8KRDS{w*eKmf+55qA)FWv__Q>>|CpeZG5
z{YOi~fA~XtTf>_Xb4(W5NxIn=0AqygB{l+=$XR<pFTU)__dUE=+elFx02qo<K+#~#
zq6$;+B%m)8gCwN1*ZL_r00?~>>Y&kusSym#5Z{IXVqbktV`~F&bAst5Lmu7%AD8&V
zMB)Zm<t{+&R#=>c+ryFea8n}P7+$V;34VazFaSYrNAw^eAE0l8e;=T4m;a-4k<Tbc
zVqo9|>$|zpzc=dNAFMkXuG!OAyrTWglCy{;Cj2A`ej=;n$UH53t*!b~;)6smz`t3o
zz6>Gs{1e&+h$q3SQJJlO;a*DF8$W?52BlJ<aBpXPbFB7b7|KOrr$NgD`ciL&^MG?g
z*l&^qfyliJ=Lakw7Pz79BxOxhon!sxj?l(<-KQ0GJBow*s>3Bz6=4r@0OBQD6Vx)+
z*W;w&)b+4cy>$+)XIoKGcmm#2k&_tl;X79gI<d1A(%;%<-<de-gN`4K90K$`6WU)L
zJ{S%kY6@cl^(*LcoVRwQxs|O1tOd9Q4GW-4ir|nAOc>yV(e5P{5U-Jh+0s>QC96@M
z-&poZedW%0&9AY*iFl+I6D5#ob@AFW@gw`gNB8)`UspGMTNByk3!;5n6WUo7`@X#N
z_?eylGwWI^0JdMJG{!{bTe+qqu)RHY1O^UNr@9RE;`CBeOG-!7bC&)`8vwnaiz#I<
z=*QwSCyyOHeDdVUii!%5<UO6?iW`vsR)^wcwc*N|TEE}_|BQQyGca*@uCIiN8LZ5%
z=JwDL+ScgX8LQeEt=U>%yQMX-xub4#Cwbi7R=1}$a`3Xb9>w$m^p@9`!3qr2D4^hx
z=mljgKrfzw<sg=0P&-x@FD;JN90|mJ^R>dq`|HYXKwlU~@A1X=)zusbUy>Yg3GQue
zzVJ1I;Ntc+sJpI#C-E!HHE`h?>myC^+7@JvS8jlDM<T*F;m3m8Iq(iF?4bT_uKFn6
zZ~|}_pchOp0I<Ks?{D(?8mlpthSUKt9)ATPd!rztj{)xD$%>|ms^*IFrm{2f)3BW(
zB8LR-MThJGz2rORDoJfrFZyrbURd+;_yU<+uF+^f@Pg%qRzR;)Yc)ze64}fK7o@yk
zcY%AsuLAdaNy7%k_mWyNJ?h#tK*|=BwxPBS1TJ0=Q7%-uNV1SfNajVt2~Ei33V2*t
zqM;N8Llv8mP0vQsXc~*2$zfu#GK<Z~WYE%>^fVqji_gjCvNBloR9a^L^pt-l_5DXm
z(m$BAWHuuuBlVx@Dc3QwlGxd4jPx{SY6d4Ac$UG*X0Wp8wDio3)U?zA15#3wQ`1w@
zGE>tsQwF3b^-ca~a#~*|CzC6nG1zHLXchRGBGj7kGf-=z6lLk9bgPPOL++J?W|m|-
z<P5i(m80e6>Np+^+pFc|nM8$F*<goikV9QyQ|4KeSd7lIsq^gG9OOip6ablOF-sw2
zBycY~fqR)iss#6HVDJTF+iVp-RnAFL3sP(<rc=!^OXwyc-6~<(WE?bzHqBsGiJ|~P
z0;<t9L<^Cv<YytoPAg&R<%suUqo5uT*9aO}BLK~tcoZ1ad_8cllB-id=nLG-HNo>r
zh2kcFUappqy<7+<P%{PG3(#wad>2Lms7^8}pl!~#Y5;l%IrL})fqt#pzo4%s;c5lA
z3!$lkhlZjjEXo_?_$(+tg?dPQRYI7=s%3n&4D>Htvt(Ai+J-_W%%PBFB9*B`5;V0)
zsu9D4R^v5Uhj?<w4l0^BZ1_z@!^RC7JTfnDbbkKCqN1rIN6Z*CY|e;5_YTilIMlg#
zsQsB??w3a8y*F*l?uY07_|Ux1r;h#XrV)E?zxlU&X8bY#*3*yP8DF)i_3bBPuPz9!
zx+nDN-L)(3C|-KY;U~xMTR43GqOm0}-FEW18N22VSvOMujDfz?!u@h`?!kpq>sH?1
z^3J1;Z$21VJ->SC?BXY<9eZr@ce4ssIk_)en4gVz{BZZ!!;5b}@!UN}o}GXErG@2h
zEj{$g6CcmLW$|Fw1Q8=Qqn{^xfQOlxBVap)Ts@niW-+vUo=z-ACW}p?bO_~6j?~T&
z<qDPKtnMk^{P9lDNUN>LXvl#dAdji%(H%<2bOi=Xk%ZYs8B;Hz%Q>kiUK>ByHEC#0
z4vfyEoE(iLPb>2%M0qONFtdJy#W+}}$&t%!e1VlGa6w0*R26D<0}c8@y)GZWQY#@R
zc0y*H&@GTSX`)*omzzx1khZ49#0NkZJwbqm4K%w(gxMTuUZ`B$P<QL4WH+tIt_NBc
zVXB2lWespI4pPan8pOFyb%9r(=hk>^a;sio(Qs{Ao<#*wca~O=VG?IsB{aK)R-hA1
z&bQn-y5Rmv!=Jo;(#i+tytDX$_n&(B)dh1N8ecTKz<ztKb(YI8&7z!XRo|Usd30#*
zvPmOX-ZFmq&0}7=dCan@W0%jI_}bkwU%36|yN2bCwyHfcj)t8f$V_IYCo{9sn6xY=
z9Y4$~;@%6xWkaAfg0zC45ZFZ4E*rO;ML@0po4D_{NU-AX!!#`QgD4;i!(9E6T5>=s
z6k_`uYD!~gio<`FBda0+yZbK*GDNx=Dym?g75wG$bh8BWL-eIUUkRoc!xQ*e;4vIt
z0-X}*3sgoaAFxf>$X-UlJ%c_5P{{cz>dO**5f(a+LtN)?u5ImX2GdJkj*u>rZ2K42
zgwLfYWkPi(6u%JtVuKXq6FmfZ0Y)GETvXX1>ManfJJaOb+g6L{t1sYl3o4uZjnR$W
z!B6mHQ_aqX>RnA0U&5jm#2`Us2~S$s0wh51>b9y+TI>Fn^49C9dLQA{wjpc==sg^O
zlUwU0d@oWn;%7P{ze0+cs7fOu2h2O#qnqmdUsU^d)y2<H3>fv!1oy(dw%3`z_=!Z@
ziLxeA(O-usTl|eAy{j$!WnJCZHFduSLzRE;8+Zno0VEYbFU}x!((nw%^y(;L1p?6b
zqN1>@v5Z>t?YTxIvA3%QWN+^kVO&QP=7$>njgTwX*R({AwbuRI>f7E{`7tp8E?wPR
zz8b;?$Qw}RMlvQyL<q5fAU0??=K#RI*TKs{AOV>K#1fE9w3MxDs`$LI`kThUZ?NHN
z44=W8d~xLGKZ1Yms*Y@}I13O3?I;?RlCYz+;n(8hXNq^kOQ{66_wfFBTU6C`RIh6f
zeBIGljzqS$Rx*>iBJ`!|Mz46Ts3+mfP*+!1Q&R(1vfA3(Kp=o;@GI&Ov?RnxnAV~6
zw6x^R>C-2%8-9hiy?CYm>d(EOfx-mly)~h@zYe?q`~7>r_TOw@)9s-<`enQS)ApK=
zy8It>L)AmI!24$d8#)7Dw1;-XBn`re9@dwTz0EPK6Oo+Xi*T3HDuCU^lfb%_@pAM8
zh<*`fQClBGB+8j!^N~Q?@BWS-YC87TwES2by*BQJUq@?OQ+p>_Kf=5kQ)WO)s_GE^
z6F(4>V2Xi;6AtYcDRoTbZ{R$`ex%8_3vP7?QbBiu(KKj(^f7d~&XN~e%HN1Z_XV3P
zYn!Vfb*OBrEN?6?t1ksg2d@hZk9Hz<9MWHW9hEhdRW(&Y4&iV0``digEtOCLpNXEP
zTpjA7b&$Tp0T1^MwDGu)aD><BIsXmZtI?=I?V3$So7Lj5TWwZ&lBv`x$OWWoXnNIh
zgH~xVXrOSg=+)S;oAqeeK!KZ1B~!`8a*049;)_teE#$-N7o@HP+^vw$;jq|9yI?Z7
zOa_n11P{vxBZJW?Gb1ZCC4E3rT5{jiq#M(cZcI<^n+2U-b~=ZaPR~f9rT1rMC3EO0
zJVq*F+ZY-BGE=Tg>HCkgq<^rov8>rYGo?>@(m%2W^kJm+<7TFbvS|`JOTu6Q&vLV}
znd#|tfZ?o6;A$?L&f(CRtSlNmEh8&An>K*U17n=c;iPdnsbT>^ykc&OlrsQg2CXp7
zBFnbPX%=z1Rg~_OX1NtKuab`DmS?*a^c)R4PtPwfiSkWitUg0{>C%f`2C2&^a~Nb0
z8$fLfJ1-@Sb5ZpsfwdQd@V#JkWlXaICJz8M=_>931-rkRmu!({+2srX11wuRq--a+
zJ~_vZI(^uMiRcC)G_=`z5e-czrfWqYdtsKFtrpWX67b0k<lAaxOag8dSa(L*9hWra
zrA@)r1D66MP{LsNl8M=n3PVB+iZ8+Mi3q=^MfR2q+J;;+C|`BHMO^?BHj6sXtjdM*
z0TKwc$PP<~1SU6$ad-?gqWDE@F;v9BY#I^bLkwWNRU(Z7tS<ntNT-q-HA<5Pj?4-*
zW<Y#_l*?BL5T7BI^HKLCg$O&>>KKt%IA-9GQTc_#yg7p%&O)oL&}toIvyF7xC%eqE
zT)KPQs)utli}MUm=bP7zF5EtE`frcibKsHrrxq{pEq%OV$%5bJOxiblT<N2?)jWM?
z`I9q>AD?n+(S$<}jr{rU!k_0C9C&o(u_Y5vJTvw8h2u6&bH6=IwcI0ktw6DPTH(P*
zr$yfYf<S%0c=X)IOV4jy+WFzr@i!J$FPnSx(Wzfg&tL80uXOOfnv(m+f+=U7n^*SI
z1IM4e=kT-hk1TuWhsAT>n?7n$zG;e>UPK=-l$$wJ%o?T?4N`~!eJy;BMGX5giCwO6
zN@Na>$WG_kGTB4rx&`AVt+;Q&yGx$>;Q8m?e)`F$=iM<e-<_ioyHx_n092ebC}2gj
ze*CN(*lE`pB#ddJ2i-Y&^ypk$p;29EQ0HruZmBp=As=bAj&rz17%lm7m6^pgGB|Fr
zY@kLr+-x0bvkkMD2O0FaYK2<?X9h8x!8~fIM=JwwkLJ-!-H2M#K~xNg3mt;Mj;2mL
zLYANvL1^L9OWX!Hd&mHQiD4S%H~_<d!A3a%FoHIq+c98zsO33~BDYnV<B)spQl|;#
z9&D2W-4&fYS;^|JX7x942ROu;BP`OnV+)_V>z1`oJn;F;OSZ0h{;L(wZhZE!wU6Ah
z@~&H7o_+JHbEhw#HR-Vt`FGm26D6!kV&+_n>d^wnGb0P189nIHBJV>(JPSwU&mHI-
zr4@Sw*(P?nlAa>W0`A4PLBG_be#!m&4;YYkP25}C8a@ci)^qhciDtF&t83$4fL^~p
zfRUQeP`!NVF@6!~i!`)&MIiKNw0cu>&4#nc#wEr_pOch_@Q<z0<DiT#8&wIoC50y!
zncj<_m)Z@#C8(HGU0u*WkcD`{24AwKOzjLN6DkWVl>$&<ps8uDiFd?0x=9olUfu(z
zdmRAv<}LVi0AnCt(z-eb;6;ut2s>bo#80nE{1B<b3YRyB4z&fo?yCFzJXl}2Rn$ZI
z@CBf6XU#gK7_=3?O!A&kkOe0$ASIG>N>=JY91;5?L>q%W`yXQ6-uqt-_mUd?;9hu4
zor@810tI>jfDsbytJ_`?{MBDy+8g%*s^Lrm`U2(?mFguY78%D?2{Wth-O&WLuitz&
zzP%~DCmuQwjZ_0ITs9~Z{E%3v#lVf9o>kglq|O(s2{i{hx;uK~Ug{cQEx5g_4RO*y
z1s9mHL?JvVK3vUMQwWtk1STQn1m}&o%OY{?WK;CdKwuXN*-*}gqBfMap}-AgZbVfA
z=dmEsKcEPXP{AmOLlGP-AczAnatDx_u@Ve$YuVeaRiDLuTdQif9j^UlPgMY*mt-Q8
zb)!+KxL=iZd{Z9zv-Cjl4BT8_Bq;_xdX=)}oz?GmHy-cqjCXbr<;)fP<h7U7fk<&H
zRaI3TKYskkkt3&1p9YtUXK-Ti2(L1rGw6iT6H(L#=!>V}odPfhB;30{{Cyj>WH9dy
zH?_mh;Xm2`@9%KcXK*>L?)HGV6IdXU@;CT(_inK-F-bfd-hvXj*3f<eeG~nk`rd%i
zH{`gWLwlevKrc*j(E;E{h8SYZsd0D1>Y=_7u7V9n<p4(X#T&|F@l%n|!I1CTItP3;
zLFn7i8l#{uHKm2305>;)E*eo#1L8KsakhIJo*@G5aBV{1^c|uDVKahR56q<jeUaeS
zRsLdg*{ZtQEfpase~zF(6ZJyu1b{9C#*{(>Bz9?isjt}=ZVNYbHeg*T))5Q0hw9q>
z)h!jL<EOAEmOn~jB`Exix5goW$8rgdje_Nu-D17}`QO03I<-=-QK2@?VuDQ90P<EY
z6^aEMiI9ti4XKc;lnT*gNc$3TRWhLx*1976iY<aHfr}MJ8jF!d&(2`bGD-CrpMx?q
zz+fJS$zjj|bh&gopTXcWnF1z@lbxNJoSfSC#<YHYGm`sdrzB+!=%3d2`t<()1a-sC
zO2I(JNbko&LM{>$*y&<+8lRTL%D90>Q0{d?X0n()fQypwjO$qG*K;%ai)rZ!CIi(&
zDh}LY8N%#rZU#~q5SvSv^4T&WM=Iio_zVG$#^+_DgiR^usFhr$jG>azQKX|+Ff`%}
zwIEe1NHL019r7%fJj*Ulb%;`2k~FU@BTt!~r^xooGCi`a96(<cGe^Vms8LGKvdW=<
zATa?5q=3#As#?SZAUOii7ZDN!`U3Y7yC>*i0ew-tmZjmRDmh6?RzD4=ze$v46=zvR
zSvC<IUzsi$%PC_!q)e-rZU*ls$TFabvJGOIK|<F7>jLqLv&o}`w8V-t7M&St8R6fw
zauzVK7S(fTfWcH#aC9;dbf|`dPZ|S{8VDyK$^{Rs0P9N{<iu8$5PoG&t;7vzWRL^v
zLf(*QiX2eE5JJEg0vZh1!vgLKfywCx)Z#(ti+6+BuM#}72%y)XzJPnxa)DYd)F{N5
z8R<}2sF0~75}81Vrh<@MBoVP;a>bGJgnB7_B+PkMN1oYMV6hFdI|tevc}8=-$voU<
zooF{qw<zYAg!h^R58I?qd30}#%Kv8G^dnC!C||lL@Y0g-OHY<9x_i&fL%*9?c<TO}
zD;Lc;wP3=5c|||Y^z58s`eLkd=Pjn=i^h~Mop$`mN&6Oz+<sf`r;{BUCfGLI<ot9>
z&UbT1m%MOy^vy-}Z!eC$u_&<W!81?a@$)@nKcC=S>EN$&@V}Vg`f1+SV~cM)zT}Qy
z9-R8!Jrj4{J#pjA5zB`=9<)iPiZaJ>(<Uo8Qw_3P0NAYBB8@apF7yIz63hwZs>H(;
zxM>_mI(?khw0!P8-@N|j@on2m_wGLS_0~^Uy*O(`p$7)M(Cdn67AeChp{aQ3N?y8N
zOdskoK62NLr3>$Uc=q&JqlXW(S#l61ERp3%6$6#JAu8iwg&{|zFlMt&bWWaBHNs?_
z;Py`R=8knbhnbA|NHLR&TvDM6$D@+uYNdGwd7eR*tC!~JC0?D_qZ7Hc0;h(L=Aat>
zse^f%$ZZgNj1sR==7R4uW=S%>Tdyp17~pX|*kgi?FwCe?r-^$<C#Rd#OqYr8wF*5J
zgj_Jyf@C@C1|{nT74rra?Ro>NpI4GK!Kr*`($F;z&Dp;C`5)h1z5C7Oo0mQL*8Ou<
z-8pT|yczF3aK~qh?_dAmoEIhypJ&$$rzI7o-7rJJeb{4MI<nxIkp=fSbu;vmsXFl(
z1viJCX3Flb$?7M|>@UnrVrL{}rS?lp?w8cRUs7_)HF2-MC48hE>9mCJ1yVvz)7IA7
z9reDSqjlxIzh<dzf33fyq@=7AvBdx+FbBPaZX)GYvC|E~pWA$&cKO$%{)>!*(Jv4I
z))qSi9CaDq15^MUrASwR&#M7iYB#b{N#Ge68{kq3`d)&5q4~uCitHq?DCLc1SbPM3
z+j*8C>Wlkda<mwE$vZ>fnvhbE!Y&*{0#^eNUaU*Hq%aB4j;w*gLMm3?8ra?G{|x?4
z|3a!SPF?&9@Qp<HSNv30$ukKPfOQ1)BDbPy6%bc@)%t{MS>;s`MemcDP%J=aOTcG6
zqGr)5$q58tK#hKV{B($TyZxneAjr_y7Cqb%Ksd!m3GXs6y<plu?+ASyulu4RxVt2B
zuomXDy|P@XBf%x;HSg#}rz4Uh^e2D{VUMZgi^gxe;=e$o-P}+II0Z>V0y*H6T==1?
zasYZk`Qo=!pMgIHGIk>^ArulecQs+1ms<7(0|spgWRT$GqpgvW`r-?)Cn19b5DJ3q
zZH7F%2jdZx4%u*hOIxrpRu(x^8Tch$vjvs)?WJovN>{?ujAX!F!T=M7_5xV-zXfA7
z*rS1m#|7#vS=v$lT64v_p~?@+DmNb}|NZCEQ$G}+*;`z?r=)yON#)*>sy(GOyUS|#
zm;UKL{bpP7Qc~AX5Ordi8(DIduXRU%=x(h%+W{>Nk)R_21Jg9h4Vcn7kkV1mh<}?S
zTsSkK5C~piU4Y($2M?Y)b+WRuA{4B{?ty^cM@ZnRS|6ekgAgj9L;goSC((;=5b?I|
zSnF95o0d=_0V-pI+Wybq=jwZs6#>#YL%+8{zZBZu5#4bPE`QB?&o_Jx^Jkbvqo5W2
zkaR`d9cc9g`X=;F-@pyKhxNtv?Y&Y%tpz05{>p?6FFF9_6@v)47@#jOF!sl<&^@rg
zR8fy*g0e&5;sfC`2g4_Os@r<$9LNj94RzthU}H-I3I`JMB?OBQM`bG81m_mltM?yE
zX1&DY5tBQz$`kh=ZZ7|@qx6-tm8&p~B?}5fxrEe`RiVoFs%pME6Z)MJX#nn04S*J)
z7rh!BZ?LTna2KE#&=&w0d~Z!lRasNXiFm@ZB6<Wa5YR|q_J=tjj*wDfpxa#Whq~GR
z8@QLtBI(2bA8l^|9_6)me;<NIC*$s(naRXmChkfEB0vNS5+rzWcb8I%6j~_7X-{cO
zy`_Z;P}~V|_k=(>*MIGq0HLM*`o8aXa_uYE!!VgVGqWepZ?C=XbxQ<XxtOnpax39;
z7!-!19h*VH0gSOMnmr#r1QwO)Xvd(~vgs5Ix}z<fV#B1_v*_?4*wd+YR0kV6)gJn)
zLMDPr?5s!UVuc3XE+k@=P^1(Hm3)DM4~qdB5ZltMt+|dA37e@#OD`T;Hd)gKqBm}T
zuEQX74U@3YEX+a4bJU|EOvcs<sY)(-hgmDQw$3u9s|p*z484@56H|2pnwCS;aapb+
zfw@qKqh>SZ461@ncM>5MjO^^Al1nS&p=%Yg4m^#}rkqT^x*%_j$y*)ni>o<EPvEOX
zX*tbbO*1($L$vfjg+qYUHc)D7Qc@zFSW!B5n3@r+qy?$yfhvZ-lIg8rxJsx-G0iAt
zx+plV8i5O-SH&kWVh~rAq&X}}6;mK}0X_$CFM(cz#L-D$tL0g1xdZjQK`uf&H<5#z
zkm4btdPx}G@NmjlUQ(vJgzhS$8byv|NN7eG!zgFs5e#ysLBTXASqAjHfOM>6>ktQ_
zKywN*aA0O&+(;PMpvC~1K#w(}FAC~qfL=5aCfsXO@`1iCN&)h+pxL@8(C+|E5MW&p
z`|3bM5C&C&M)Lso!U*Anuq=^>0!k*=O$xo2L%z$nMmf}DKHL;&i;S#bb7>n)4)FI1
zH3|`yNa#_E_&b9}1<BW-Ry%97E>1dh0Ti)eU~#0|*t2XML^P&~E6|IjzE1i$|G?Cc
zu*AUNq##pPSV%#L-zZ<h7^7&Uk}=VVw=~G*oy@p%GsfM5%)4~<?YUDf78iVxop313
z{dBzV{TU;w7mc}Eocv|B@B2}Toqp_19@O_@<u~RIu3A6p+Jd1!%^G}RR{Hr_nLo_R
z`nV`zN4)E{7~_e&=r1N_d|90N&E%oyN^(9gN_}sz-&T`mg_~fNyI^OS?r>Vbrz7Lf
z6vpjO@!cBfyf#F)$X7Adz#FNcWeM!EW%RM0swtr!B{6~HBmJ{|jY%$Q(631?4U~z3
zCBg`aB!Vvtpfa*t-S*9zb?x}kj^8dmLzkY5KYqA#V|t*Q%CWziF~~#CiVrlVp({#&
zF)_q5KRtHdq|y7gto`V~o)6#Ivw8l!6#qaNgM$=K{t}JBk>_N`cB6~jnIa>V>%|dA
z>x>z`0VBdA^CBXL1O_I0xQC*^O(yb@@O@?c0F^k{Novx|LY(C$XIZd88f1_J8pHv5
zk-tvps}uM-34C#&7x@{){?3vBqcqS(7UZh%GsxYQLNARh+{-m3JSaCMCMz)_Dgfv!
zb5(P+$T{H-QVFcxGz>o%ez1qoTgQ;INL+)KZRO1C@674vDYOaGu!s8Vrlm)2nNs-g
zjZ44SvG&-qH@1!|D2Xvm4E0%(8NYpO?!g)3-kDUmVsKQEhbD$PFxIjEI2Yy8n80mW
zNvl#L3!G(f9D5UOfUjdeZ~8!2+CUAZpUk13ggQvbuoJQoWkzSxX;doh@3<Gy3iY=;
z>wb7zd(xcG39aTtXW5aK(ogFvZ~d8jagF}|`|p1^ckWT?!`I}3Ha%>s{-(3?<dYhr
ze<HINZNJd`3wm-#<L!1La=yHFzo1!*#QNMP`O4Mj#g)i%XAm#(`jWH<GiJQ1`dYje
zRW0R@S|3z)l(#);g?`%$lK=R~=Ep?KIpmv>$HYA$c)svam_;^Re@Nhk<#oU{h)6?7
zlmdZ}t`MJeqqm(|(<X_&b?=h8s^_i8h|*~8@b&cJrpLEeci!FEQTbJS{p+(VUOdg0
z2XHLZ-{`10-&yqq$kRMN>p;ti>L1(T(XB6gP}}rMT^k6w`g~{Qzn@gYeL+0cfL<hy
zc2(`KD?jw0{M7a8Z*SE7hSH%wb1zZUJKM4Bz`z=Wkeh|TE!<o6iMit&A}mh+r}eXE
zZ9o0qdGBd=Gsw1Q1w!BfiFiF<<|;zs66wXg)m4oZ^=&m!+t9k=cH=FJ*Aa$?=I&+)
z^35HMl`Z9HHEU7)ur&<qxz}))<WRjjVZfG6?Vb0Vy06!DU8`xh2Q9Al4(TjheIETI
zIv$<C;(`>x-C6+;Fj0W-uOSN%v;V<jI3dSyM3nC!3NX41--qzKrs?LIn(G@Yu5K#(
zZA0mAo9|tF>+X$x53V1$bK~gc8)vWHI8||dLkoh1@8QwRE?=`-8%1`HAHDau_M4}j
z)jd^{m_o#ggH{np&cmVr^W`t07n2HlFSr+Ud;8X{+qZ6(KD=99SqAedlE+YtcK!Ob
zbKie=?%ek`Zd@-f$L)Wt2zxnOdasyzaWDE-)T0Bhx$+dmiv!E?-~8bJ<iCKvB<-QO
z;dXW1<=TeJUF|o2Z@b)G`vr<*yDN`$S77mb0IM)EA&KAVI4PTj>RWxRv-0EKs&DU|
zn&;em<$mK`kS$8yh+5lHTia4q)r@3{Qg|L91>dT_2^R!51;DpxXMC~d_79b%=xPD<
zwLHRe?yZ84qOrNIs-dEyzPuV~--vW;@9Ch2IcyHx!{*K_D`?A$0QuL<z2uETARd~y
zwca~O(D&Xd%%cBPzk{uW?$WKTcQ)4Ed#AMeM`RA;e4tcgzX_@@tPXb@Z$E6k_o%J3
zyuA$e1^_TNHL%=6+}Sl!*JjSFF#CRSdt+BaS9eDT8lF5)T7%l(dsw7tEG;p$@QM3x
zaId4?K&rhponp(PIq+CiHY^C%Fw^#Nu<1{+9e`sT&>XBWaBMfIFaC*PJJ1S)VmE+B
zv1T~hFsQb4M;if`Zq%#b{!NGpkBbWR^K@}_(zt5WE=rZNOraA=)jWZW!Qwkm1QbUl
zhocjVj54XSM5N}jWDKg9YA>bPt2i_*kFMd-bOJhbMHdMZkxg2zy^3YyETWoR<Wb(*
zFn49JQR43;@RD<kJerY1_YiPAgj^Rs%bCm2bLq|kmb(mISyCfLT3IQ0P-TPMRgwON
z#8CI-aE}C&F(F8w7^I8$Q$@N7Lv+j_B_&917oxO}(mE!&urfUP*}jtDfvSQ~-S9w7
zs;e+s%L)bh%BcP_s<*_^g>SFt+3AH8gM{vaZC^ETm+OT76wp@*`T~G?dL>$z5$-j}
z7<#dz6W>n59;oA5!$jdNcXS8$3hX?E6mJpLM@;h;(>z5~cL4>DY~<TJ3mm|`t}?ot
zg6XDYxj-%k^eULnDmKyC)NH+qty8g_lz?6)8ITGw%m54?Hd`P#C`2MoU=+A1xRybn
z*F13GEaw_z91O^|Mj5(&aov=BFL+Izq@Z8avO(#^@I#do1YwmB-0McTmy7T2GM+pB
zNm}I+D+Mys^eUJ?kz*#*AYoO?(;(781;?+_=%h9Pebp+XM&qJIlCVxEN4E_o!`hbG
ze;~Er0Q!JITx&atBh6VT4s&%+3J6LKGNqeBvP{8w0iJ~(+EF^eNIAXOiNC_+c3?>S
zH&e%4SupL!{Am|U#(q9*@CUJhZ~1874|BaTA+z+2{HqgFzR3+Z5~JSk#ayDa*%`>a
zH9w<i$E15J@~<x)ac^x=>E<crJ7%4qpT8;ExWG%iImTmeM%ba;xTATA$MO>2Nefxw
zr<$YZ&T(QdGV<34sNatDIGPo9EGK+VqSuBHr-dG(sT#&ep>>|XdW?!O)l;@O+I!{T
z(B<h7ZzKkf4RXnHQzmJJk#bI`h#4+q#z}awe74EaF5km=YWaeSvmZUZ`t!3}m+F4{
z>cbtYhXlFm=mYc|n_z=vWLnge{EShV@e}hh*36rBVC(vi5AOf&^vRz;`SjSEyT+ts
zCVK~uj7`f6PYzdlcrcW1RH+YJ5vej}c>0fuj2$1JG&(w_FfwvvWaRKrQ<}F&v`+0W
z=6VSj0Wz*hEeO?#!wr%!gCtZhHtB^JAqJ7jAPR<qT`vgK3xjZMlmr{4LCzBMkoh@D
z+~opajXc)RYiLYZVOrv_q^KA_7ih&^TAooxRr3aFcmv!N4t_eO$(8G`qwBa<PHZb*
zrG1DKBScNZnsKnFJU`U6Bqems=&Zv_W}aTX@Zj8%O=E^nj}4s~8L%ol<;}6V`z94^
zFC6klq+gzsD4NnQfi|$%UA;UuXzS2~<q09fG=eb4ex3vR82k5ev$rxj_Ep*Sk=k2<
zd$C5A@tI;io6Ba>>5RYS-WoJ!?W{YGaMx#~Pr=`DFD}#QRPohUUw-}dR}iL%?D=B9
zwMTEf)K&G-lWMaglw9VH0-3t1Kk2Cbsk5cREV^3cL?Yb1RC)nWe{I}-aUmu@Vs=D;
zQF~C?T!;1Innm_Z+ZvkM>*~8|o4OkwKPCF`Uu-}VhXWoB&<nBGtpB|96~Fk6X7ufe
zdb2<;t~kieMQ`Gc`pdnZ>CtC(@BNNa7g$N*>BUyNIcv)-|3ZXZOQL#9kGI!dH`^Lt
zlK+ce)N^3&6pX?j^z|UsL$%-GrF&d;3=UiKK!-TIm}fd`zip}gwYvIdSv8u?A;qG;
zsi6!48dw5i8o1&=4a8RctnTpB%6D7K->)eD=yv5-S89F&36wTH06#!P?ft7Q{Ert3
zuLc0v%)LOGdZI9+X;;;06z?Os;#uR7r%fMqwVv<jxYN-MDUlSTwIf-dB=uT+(BwO`
zc(XhD<z8)VT}^FMbwgWyM^`IK-I1FCvc+{Den>nB)+UW@_2rFaXdr?(Q`96P&mU$L
z)JTGMUOCV9mX5BD+V<{CwZH#Z`SeP47vd}sZ9&QdiLv=E96M0d+aDb2xbs%$?ai<>
zJifQF`@!ZXe~5tiD+Tz*{Kwbd=(s+w_2!Zm1PI?+(|B`B*^PaVZtSkRu^Op#UFfFq
zU@cZO#NLTu2e^FiZtg1mpu6SnlWt5lva^5{8B8+JSb_b}<uGmjuz0k18-TlTGT;j>
zHqZqIC8E%GYpcsGT#9(!s!D9E+(cC1|Al+2n>))Y$`J$smPYn3V$dEwxKmm22ql_;
zy56tti(|}re5e7*a8}?na8I0DIU=!Zt58f=U4;aXO5BdSz4#HRsg;cts7>qYs(ac|
z)>-#!N9EU@m7jH1eB4=nnruLjwb%zF`1dbVU&~GnfEMc=3$+3rF$du31?wWw7tUTx
zU6Al|w(LncBg$&+)r&QEE>u1Gs;u@a670~^!@|P7nC&3v#wG;2RFZf@bfu}UL4YGB
zDpqaaUM!*U*9X%c^ZyUSoOt$pL5C$n_3h?IXFG1L@4mI9r;A_p-lt_dx^As(x$|ai
z%>}qJ?l;`KgFZO*w_r<t*m%FZxwNvatfIXPHJkUF;cB>!nU8a}JV(oS^Jn4O!<L7w
zk6R%2Hni12nyziEs%xxiXu_Ej1ICMiKe_l5gk=>zaQ_YN9n|k%*8TrwH^|DtrXR(o
zzx|-TxMhIVzXtaGmvz5?*$n6d)^)TS06YfnnlZSay>(w(a=R672lR3n_I$RZh)Z`h
zsM1qnCyyVwWd6(<Q^v)G2YDHs{G6Tr_0B$8y_-y_h6@+s9+R!(3EX5d484HwA{GTZ
z>qCqNZ>7{#%y$*@T*Vw05zCoR*Kr)QOj`}ZT16Wmr}T9f(b7Xa@)JX{BD|9WoTJ<n
zK`OonpX$nVaA!NZbEs|{syhPk#cV%0FA$Al)k1Ft*Hey|Q<SHPWBv4LVIJ8rK3UOT
zX(mIGpDMvi8tW#A)H8v*0m6R194lXzRjkr>LZs8uT+`;F#2u3|woc4gHauo*xG~K|
z7^$QOOB{lvR9`X0m1nExSUUlIMUJRNBHXLsAk1GaWvQW269DEC?gjM9nR*G$iEpoF
z4OCG3IP+|x-K23IGGEw<c{Twuda!~OAZ2(99o-;kGY9Dy19Z%R&OBRJv7@IFMNeE$
z4cAQ#(U_rE&<!f4LCw-*sL<?~<wVezsl~9+uYxo|#?YAuEEZ<LnQK(S+rW243IwX*
zfWhb(3+-1*8W00|LA+QUU|4z(n-d#Qxh6url{dPKsl}d3i^+lOD&b%NeLZA6Ptt}=
z=&lx#R>g=}gL+K5wh5IYmO{uvlo?v$dLxn!8O%z#Mhb_6OedG?<qGKkd`BwB&R*z9
z6;d2I);8<`1GxhRN$l(mY_7jj73blZ?Bg5ftWQ!)hbZ|4D$YbF{%m*UDwD@sN#Vza
zrF~H};=<ITA0`xhl$r2ugwGBy^&UU%nbe>QBjc}4O1nNO`NF8MWAWNWa+{6rw43uX
zI`_=1+cvps+m!m<b6Ve9)_r{AtxeOmBzVqn6)q0aZ%#D5UzmAh)R4C`qL&A|6iH|!
zm;;K04l|v&YXY3!PVhaF9r;mV!kN*@M{*-Kg&SrY*ae*aqeRwAf;2nQgZJkr>?=&(
zoE5n!!ME67JIo+Rk<nrV_E9{$Xs%s6j}ptW3$gDz+DrH4h9xy;kC%P&!R^!U{_?@D
zLn~(&C7EJeq+te8T8P^lMY*eHPn=gga^;*UAH2Q&)5Gtb-nZ|=cMg2{!HHA54y>EL
zVBOROCpPatwtnC8QL_s}heXP~<F!81Qgb&<nDW-lIcvvF7!w&eA}FwAaLOCmL#C&v
z<c9{BBwRO!t)GBql5--of+)QxQZEYE2|~2oFehHLizLQP8tEbqH;TfXMd2>uNOyUJ
zn>@r>9HbKjXazpl1rTw3lrrMAjxc4%gr%B%0}%V5-~>5~Oh%!vhUukr^inwZswu&G
zdWeA$>_m-rWoLzI@}rF-!VLuxF5}{SCM5(+iVK*N7PVna&Yo%G4$Un&_(sW|DMh;{
zjec*&_ybc%Zyz~iabjqpvn+*UA8p?^nPD@|Sw1(|eQA{ctYG(C6)&1G$j{o!73gcz
z$H}&j(zcJx-bzNdMv$P4&k*sLFj+zH{afxOx?)%D_fP9i!iY<J4h^T<%U|Pjuw1Y2
z-o11F{ErtdoW~9<^oN&wuRVI>$4_dG67;e_Z}kBLexiXwXVd-e&L(W8o7FIazJOjc
za1t}^KY?D$MYcCBo9P!}voG~YGZ>?Kr47VOM)#}gWiL&vN8u#)22%1yG~ri$#V@Yu
zW`058KM`JV#lfYpv$cxY393JPQbWWm@=WUwJw+E?Y@nmXSWkch%%!`bG<M%y*m-M>
zIjR@sJjh)AYv{%40rOzct^F0%WREM4U?qZjz~}qLBopKJ##6Wju7k&w$66nqY<To_
zRTb*XN?R&_1oT2i>!Ay1YqbXey&YxfsP$Pz%`f-ruU<n^X#F*y1waCr@!|=-cwzDC
z;bk#HZ?lCYJL<1>Rl>teRxyCy->dg`R2{0SJ^Qf!=Z8(V9<|__URl>s+uGUON!-`a
z%%6}hy-%P1ZcdB>4fj|mk(>bYBvEQx>&<=!Bskq|xn0#+*-74}$7s5T#5u&BA%2-O
zjIMiF)>sP5${)`YJxm^Vm$g0nw&K|rrBAO`cOo7Z$`^T63HsJxJ<`^2zpd^DN;QcB
zT=98F>5-26yE@Tv_~ugJ%JT?_ZGTdL%^qNgzz9Pt+t&SPYj^3E?uT2t?r&~`7vlE%
zj@v7`ZXrZsfjP?;-McK6P1{k~)OmMDXWcJd?e*R0g+k1kgnJ=@L+%Cl{sDUNPp~d(
z(~y7-TQ5{x+yxkk`(gk!Ej|Qz5^y6>6Tn%HHroGNpF??l>-C#AZ(=b~Q;Fy^WdHv7
z!}pgi{(1*33Tt1Jp-mQgkcG`z!LV9XRaV@&bLYn&&H=vx;rH&{z4F^{P@$`;Dthnr
z5Ph<>v9-Oq`$@;sZhSy0;lwuEa_*u@3O+2@hUi(5{e|jl*{K0HVv0Ve!AoFZD7vt_
zU?9;Ko`I{d&YA-sEa-^u_$Q$ETt)2{k6O+=Y(*%?`RbdNM|jS?)tE(1P4!rORY6}z
za~qP9LAuhw$IyoSyiP*DC}qW*H4n_*o`IQcaqN(-4KQ&_eQVXv?YFmKE?KM&WcgFJ
z9Xku{x3@Ic{Myi5SKCwrKCWu4tZA%*Eg1{9`qt{2*2?ncNB5iV!p-|<?j>6r&G(Q6
z(c0DA)Y0&u={|t}0jeY#A0Z(JzK)g_V&}FDv(A9!KTf;-zrnp0zO@_pF9&NY2kXA}
zgRE=^{L7|4i1%N11FalwA@&Xe+%l=Q5OwjLMYF?qn*Bg3pqDa;O}7)U9mPDFRKP%R
zeQsvr?2_^8S1gz}qc}R)*9C106sSg5dn+_9LaCfWmpM@N9KN?)8S3m3;%xMm$q~LZ
zI4Cf~6ddlX_d%m85!X$?bmKGJ_;fcu%|l4{m9o7M)X%UER`H87V&~+i=f?yjdpkww
zM1k-Ia2-4tHtuw5H}mjd+xZG<0a8|=j2$3n`^lIX{tA}Ki67%GPxW`o4tL85b4l}4
zC3}jK+yse6PJ*5urLYO)^!0YM^0c#xm-d^N;<j%}>PO2)pIJ5W@Z7>pqmm|qdkx$O
zv3(HVI#}%BFLD5~I&-Y`JX-@)StXLnVCY3BR)$hcS4bFY8F3vzZUy%`iK$LPinEAf
z;Mr>EeO>vsv2KzCcd4J)!INtpB&CHYSV2;{pUBaZXXnPTc3}^4;o7(f9Xw?;9~Ik2
z%kk21+*I&6&|pQ@E9rVQL#MI~rjv>c!oAPY*NIqvF;D?Vir}22OudZdtmO7^FG774
z92iKD5rKgN1PGhC7hT54K(!hM4oI{bj16)!++;l9t_y~k{hWLGgnPlmDw5O+w*!p6
zMzsj^t3qEn5z6jFu1-oHSG^Zvn-x-(Sg4VRwGxRF`tAvZG8S9K<$0p=3(g0T*on<n
zQ|T&-qlV&WWU&L~3KN34xEvFclE9(lim2mNoY`*5)h3T!NfF0}rGGYN*f-<zKQGKa
zk{r1&)N7ZYes6&OXtc-KOw+}p#9LF-ZcI)2G}CjT)Mlm5_F_q5{nkmPYsNlYKfY$y
zoR)*jyH0GnzG?dUc#kPAqWM8Cn+L}ppETz5l%ic(DGLJK^8~a^$Nu?T`>9&~nqcGJ
zRMYVh@t;q~JU=V{i;0<U#e2*%az}Coj1${zj5NNV7xPhZ=BeV$eR;8~6TK&UigV?Z
z6mGu+R^Jr<puqy`WX^y@R{sQMzsdeipRJgF=Yt)W4{ZE?*UB@S7rwiA^6H5>Q-(xk
zg}D!l@t-$-*!p=>H!hs{_PXV#5A6Ny@Zk^NdH2-r1E+Vtck<154{z9WX4la>XD{FR
z?DCmy$G1;iJ3VFW?DWz5=dL`xcJtvS%Qh5^8)-5X1_!MfJ@W0DCEF&CpPi8$rxtrN
zYyt(2VKQcvnj5X<MW{JpDprV+5vF0qI16Kqq6i%~(!h`Rkfr!((gO9#e%eSENuY-7
zC1tqsX?hk+IHE*f@63>(WIxX^qsCpt^bpe{-Q-FBnnYhklq=s)VecvK?<*Y`q_U0B
zQ`7y$<5N6m3=J+x51f%6JU1(HepdAC!Qr!0!rn-YTAq`-bK=NDbEchMI`5-p^N!Ci
zfx}^4cH*>P_Y4s|(zb8t0INjmfFhk_Ua<SBxZvgS!81+nMV{&$oiJWX4`5rnQ2S~f
z`Y0%UW%NN(RJU<yA}(6CVGDu&ciangvG!tD%@?rslD$aOF4diGEkBFAQ#9-Bebol{
zLYso+@cQ+uH*Q?RB^%qggnNM;sB@{m+F5nx<<$-HVEvKq%0mDr;8RCy4WR-et`HUl
z{o*?=CK&%5dS9R#T$CVH{Hz6i|G?4++%@-R!llX_Mf<83f>d_5qfpKqk7nsD``5l=
z{6-52So9Vg6F)#(Sy%Pv&z04~Fo*nJwc8vTuoTb>Aqe&cc>hS4!2LDwk#^nL2<@w*
z;YK^CjD(l|8GSAL#bxacw@7z@>a*Py2cK5%HAlc9VdJDFi;NtQcEcn);`gfk-DU5z
zKRVV}@nd7<h4zY%UVY_1_`UjISH;oh^0ReSzf?EeLsl4iC?hHgBI;{+ve$~B=S3zR
z-)?o*p6jkU{<P+xIo0_{XT@HGq1~<g<ZAT~S8Fdqyt>nLyR@YgamOtk&7EWs0dn}=
z+`a5~Sf!!OwxZt$8r5Rww!IB+26`7G*A&2vviGXail)a6NO-^(AjC4$fF-2gbbS@k
zhg)9ety${tTH4#|I-cHc{?Aus&%P|}zE#tXJU95TUrdab2R#b#owlkU+8=$`e(#-*
z+uJ*DZ$cVX_a8%mccMa{m{KZ<8QWY9w}+I%!3$yOi405d15(J3cN5Tyr42gO5|=N!
zkYJnp&N4h^N5!Wdjkg|mG+-%bo^|jb!{_iv?zLp0ls+uIdiCm+E5Bh0`G4pr@ltMm
z`K)`rj~0I~`n6sB?aJlL7t!Ye<MQQS5&wJX(#03tiz$uq;t@c+6%}QV9zCcmFRd&`
zRN<o=H*Uh$1kL&8%^Mh&<2$!+p&$=1Y5762iX=^5ENOwH$;*oeBnK~6#4pxme^Py0
zn@XEosxdPyMX3a9&Ab1gL^CM9tat0Jlv=p=*P1)ume+myu>GS4?P%qOhHjSo0HL80
zH?-6=w-CMbxnrT{Pa1T1&@VK32)~$t7W6f9E@rWLHH-zZWtdlUxQ)1a(7)sEZn$U=
zA!2cQgL}JgF2K}6l?476Vrh&oEP1dl0Iy<W1t(C`QVFC-)C|zQckN!!c{W_HXsc*I
z0b)l(b!(+L%I`9OANMaae_B!6X)$|PJU>{U;?EbR*?)t3?FS(z!3ycNOsWl=X2+)6
zgKRNy%w<r79GaNVln7ZU4a0Ytn4^{pRZ_l~N9VIBe5QkdO+iNp36F~G1ypiH1bJi+
zju~H=H9R98iJ(G?E#JmQY)8@1Ich44-``p^(ALP|o16@3fx$yU!xFuHQvLl45Ly)#
z8R@L^6mks=M;+D9K)3VcGs3mfRBz|u;eJ^`9wAEpU@zU;$s;$GjL9{51j(45Y+HBw
zKre>1H+_&hrLT)!A7|S>Mu$Eg^Z}mCL2itJo@^U`5j9xG2$nMfr8Ga0gGoV4c9*1k
z$&!q`Bm+CcjW^VtKh%wrs&NQo_w}>0^1?M&&~I^)^Wl=zZ`O?aa`l9L#c7LD{PNs{
zu_Bv5hLs=9Du`ztD75qD+q&^>T?O{85}Lb;;|lJTu~dLw5lt?lDa3S*lu2rT(4&om
z+ICwX6$dQgDWZ7rZ9%*NVtZenwGYoaKwuvvatszzgQc`!XuonsumYwFW}u4YuV(qG
zSzaopn}Y6);yVdNE2ZcZRGo^B;Y0>QYZ*$07DIsuVlp%`{C1i~Vjg0eR!rB+m<Bl%
zW0-pZy(AS)D}n_YVN(nPvLguk65O?PrXcOu$Y5che$6OmV}N*Fpu>yJdas1*F6F`M
z03LQBE?<PT;+c}R8fZ$3$OxpRp-}>w#2MAdG?waQVkfCsCzI$gq!MST)J-7|adpj#
zi77}<%8H1<9Efvs3sI>(Ia~vUqP4M64H%%d>f_$8Pq=-*!L)(7ESrfc-fENAds!*p
zOdWTA=A^S@M;srTvM(lhcbNCPQNAC<`JYJi|94u@SGi#qMnzwll>F%spZOB&1#+9u
z^MfzX9`ePw*e{EduC5sSVB5_5Z_fQ{Ug44m<79XF^4Q=#BZq&!X#Uqr7k)5t?D~}0
zi3ZhhA)`RVoT8Vki|{@$H0HxG8Q)IJzqD}tw<Wo6#e2>-a>fe=PLkQJGilz-GJRT{
z{&`8($)e=#sXoOzdM2}9l0)BATE9G*ZGpleliP0yuYaM2HaA><U_!>{D<+@YGViO+
zbB`>ZczD^APj@aqxO&!<p)tA9zT-0E78Z}(y>9vYJGZ{GX~UuIZ=QYs*x5rT-rv0Y
z(1zWg?m7AE$#do3->o|L;O0jcFTD57S35ua=B=X_51#&N$F42o#!Zcl9p>dRIVSSR
zlKJ24+;V#Ll8s|W<ajuR38;}0dW@VAqhv<O>7il=lgKVa;t(dMMroK4Dtds>76zW7
z0ZyZ0ea0mCkBIP0^iTxBQNtXhvg@m`>F>_t4EFOI5*!$!QMmIM2Bw|2h?eA~8W!O;
zGR`Z@qz#hW8tGQfR4aF;RiL=<V0YG(RL=#&!{=s&EXaviS&+DXOva|7tmV1M6GFX<
zf;`_yj@dFg|J0IsAFo(&prmMXe#YYD@CiQp6s|*XKP&G(eIf=~73n2_-UFkuPD~qf
zeEQf!Q%Am4l(R4+I@?oilF(e)HfmabiDQ2OEWS(!{FxH+SOPxpZ@9O;skFn~+Y6;A
zmaMAoniDM*$T&rv^rPO~iw#@zwk;~q%OUu{f{3kBa?v#B8g*2E-Cc9?x!!2*=1}uN
zSIt?dm!vqWt&#Lcc-#T>wMeX>*8h>x`^uHn!mcFWj70mAhcerJaV>z&63~kq3CzAu
z!hOliD3N<kDY%rp^7y^@0k@mkfaooN8CWA8x7;JCww3!}U?$L8u@hVb{sH>_PWrO-
zKrbnty1fJ>{IqNrY`|SrpLNuuJDUZ4Uy_DdtE_7$J)M8*tUB9WefnuF(iliBJlPcP
z4ZZN|LXbCSM-bOR{gEd%A9R)<?kqcurg*(y`QK~ae_ZupTQ&M<z;$`Qp}DG|r4F`U
zlmcPf7iB?^*Z$`D;=eE}I;+2Z42MG<@nnLxAJ-qLFFR2B=!5H3UtO;K`EqSf0zWR(
z_Z#k`!(APE_O)O=@?1jihKZ!5^>J$#mM3Nr*!&H7acGC!hFZ4Hr|8|*N!Ylx6_&-9
zGY!)Wkp<25ILQ}Pla_0JV|(Yl=BJlxpM78c^ymMNUSJjlxVo+J5h5Vk>aMld{L+pP
z;PQ_<A0F(w_h#3vH9ZQj*^dnyFd^I0O@wKo`r>^A_x9K!_7Ef{U`(PR@L%L^aQQy3
zYywDkK0MG-`DF(_O6IyY%XIp4l7l4+1^VkZ-+c4kci%!j{oi&F?md5AfBa|eg@6q7
zg`1+Ps@&ppz{Ccg^;T~2UzaZZ`t#2}-MMoc&|6yi=)nU>)AveCAK)W@_wMa4zx?9U
zPd>qR&+Xf{UMR-+ph4|7L!;$$_uL<D`5c)YP_OuKUZeW{2=v9w#JUXXE=&%D2?_d=
z8nK>gN8IwKf&cxbhV&fyqKw2Z_vT)pBS4zWB7}SYiF+~MEa;252U5k<#XQ6p4xj@!
z5rFL(*t4*hA_xz+KInS*9xT43!qMzyvT$$5txYY}zruuoFZiNJ1{z?yg+Om@OJ!wq
z84Me6Xu$gW=jVdLH?+FIhXsY751SsC*_ia3!<`{nBMu#YiOQxj(C_maPht|oTI0XL
zy^gkhX$}KesEh{0a;UH?kilaBchTicA>pZH0<}V@R)|2n8g!x6NKvh?5VIwGI&fFY
zqbh`SIiD(G*{Vde0OZo6z$Y(#LS9Bjj49m1=p~mK*gOrDCAW1H544lnIOynTZly@@
z^v(=2WdsEeHJNh5!_(33O(}QhFkP5b1JzDzH_(eqPxo<|kQ}|BAZt!;+HjNC_=K<n
zOXs{jZ)&Eu-jzDg*}jh_Z9t@ynV{sxNEl%PN)X33kZlvpcL?Cxx;t9AQmnif1AN)m
zKI}ohT<ZY7O}NZ4)hNht6DB(`)AX!7Z*ftOqBuk~&R;xS?>I!>KSSJqygU7^5ka5L
z%f7I7+&9a|92l3pB+;wTg`Xf8WTIIGP_0bdfhK{SpTO2jVDABrmC-%b@F4*CSZXm{
zE~LtYRM4*mDP%DB%9(1Ook8Fb=)@0$i&9Sa;@KFfRz`}IH?yxFXP_^8pdZKDpJy8=
zbO@GELllfKH7iWZ2|;j#hV83jcq(WvGDic5SL)y-qv(`Wy^5w&(=nXX4D;wweVuyH
zmq4#tLM21&s75}3h^muV&=+-rka-zSfMN9J5YZ4A>nvpfchLhE0|)R_19}Z21{p$z
zLBMbpGL0e@%qMQxGzacJA8<QB`!!0~M%1_|No5@I3Cm%nMhq<Jee8zj$Z+{e1<rD@
z5j}hXy<&le$I%OTK5Av6zwgAMnKSc86lbK3Nr)?qipUA@OVm3B@p;ZRgEUrsjQ#oq
z*$znMIOa=O<COeau9|fbfd_LlzMD1W!W+{*9y8*-^n~r<{#$}Qc1QXiN(?@o8F4xz
z<Z!&lkp#C-vH}mr=w}KB&6QbynC<^vaq{tDrV|B`KhDelb@_yE=8ZZqGI6@EYP_pr
zd1A!AqS2o(U-tFN6^ADmuS-jw;A$8q;pIuVlbx08V}lRmCLbS_`N_oGuS@d&JtpnV
zSkJ{CqG?LUSz7wKAmuxQeLfl$cXmSRzsJPy&+uF9EtsmIOx03mI@1?;3*PYLj#t}H
zHqcf^Iqk{~`Jg!M<9P*NuA218%1H<36n?Oz_=f`<&b+yNUP0Q3n1Eri!4tCwub($-
z&-%4{)^9kz`<-7u`{wfJKYX(P#HpQ!Ki~h+4~M_JeCqtw(?4H6e*V&tA1;6J-PI31
zzkc-JUvA#IdU)=5Q(&RD`@EF+v+Gx0J-FxGo9p*Y8#~I+5G|lY3mxL5j;R_}s+JwE
zpvFiYqA_HY7&#?OWb4bYij+Byi}sqE6EiP2Zc1uMw!bb)&GBT}=pFj&9c%)`q8yWH
zcvwh;M&Ze!8EMwuT>E%u(QuP~QnKHu2!lyHz}c>k(XNj#(<)JGKRQ&tba=@6u?fqD
zM=Z(;T{t9c@zAK{xe0HiMC5xLa$GfI1HES_#cmuqV#oNx4f#V?4ozH?5>XQ30UvJy
z!zQ@DRh(o0NgkTb=`km#jrnfX+@H5B|7qKbuQn{&H)Bk3Y(Tt0<RhkP5%}iNm+R1v
zPqzj4N(5*)F8n+0?Mc2m_Io4r-ebSl96-)|Q{_)}RrgWF{DMXx_Tr1wchsRV0sgR)
zz@OG;Y%W6>ybb6DBmMq7?FumtK(FrV4?F69!Nxtd@9~EkNC06LRtG>S&=;`!zfgL6
z(;EKr19b5?<_9DY3xlP3j}p|2z2-k=ote*}Cp*GS%ddDOdOz}C9rrwo=DXbh!iv3k
zt)TRhTDH3@Q0juV6lMu%FW8AFy*C#EhM!fw^{f`rzVLe-MUq=b-DRu-dQ@Mtn-?N5
zD*nhudG)8=Re1g1C)I^!CnSIq74djq%+>LyiRS@GTni*dMj2sIw2OUOwa=^!A2e(A
zM?uTxSN>#2&3Dc9SL&M{zMx!Ues0CJxDEpsWxRc4VE^=0$hWBX9rahy=J-kV;b)DA
zwu1rYC`s-uKYqLX%$4dNdgI4$$iJ<-iAJlHh}a^j`|wM{&C=f1flkj2jp$m1hIo+5
zo_0O9#KhsvF?WdW>_$UAbl__Nb-eHc^r&!_eS}^oW?8K?v_HOH|MchTr<ba_P}7HJ
z@>lQFYi<X9H9l&uyNdASj?xny_uqj(0e!fj#$zA|f;fTiqaWNB6uZH=3$QWA0&ho5
zE5YD$BL5Nvm>61Cfs<c#`EKcWa0up#-aVl4@{$-VJf-KKB7A}>D=Kf_zH{!}x%20L
zL{LL-=6uaL_j(2Xr~hl=UW?D+`t>WoUHB+)O1&Qkrr)wMBnLmJsjeh0i)NI5mHqO|
zPZ!Src=yg-IFN}6xvC255Pb5n(R2CgwKHG;@X;6FoxAYM&0Du>YpX2)23xqrA%M>y
zq)6P@`?vHQ{{z*xx$!|w(<5{5n_Iv?&@X}BKe6r~ZuzD5xAWCEzN@(Zd0Ew$<>eQu
zuai5}T|`+K7J3$ql&nEs=Q**wGkA*#ubRJb(CZx||NlZ3#^0<bZI8Ojj-lToCJAN*
z0?mle;RX!h>*^|htZJyNs;eZs6^+%fD3G{`W;~q-Fc-n@3l0a(_C9$$yWi@6gUJDX
z!P_3Umba9>Wd7&R8b9(^+V6jld)eS#7DdFPO9U+7u1v&{i@6FZ&%(M|l~|(`gML*q
z#F}wrA{L-m%BRT%bd`vqm7*IjL&mXllF&_Fn!JqYwF{;k+_~oDJKNsfymm?PgyB)K
zo&u@Tj%sA`oEaS1AUoM0TO)%Vq);V$d8Z<>Rju~s^IYgOHzxA`1-^WiYM_-T({W@(
z@QN{cZ_k~!YtGaq1=(xI<$tt!<=%NE$p(efz&=LXKH);zs6f{lae*b#zT-pO^L@0r
z9?D!#)nL6am}BE=+sCP29}twbZyzs5t7I)_n3rONk7AgIWQc)1+?6*aM7uD_bKTIO
zEjhs(GkrFtdu+|{cyCnLxg{g6ZW#CT%28j<A8~SO=8l~3>4BPDH9dhhFoM-Ll5ZU@
zvI`R0`HAek#S||Y9hqjH8op7*)k>K%K1Ir>sF1ZQWdb<$VjA+PeAV1QH8)tr3X;*h
zI0H2U`)K<0@pQEEW%To=S>eC~gJ$K$><<w*5EfzuvLhG)Du$1O>LEvU8^tK6I4d2U
zRaAqTW>C}h8iroOd_Guu4NIqn-IqzwSN?)~9SQe}C|VJcG3X#(XCy+%;BBDm#7M)S
z>BV$}1EXP_tAgXE;93TuU#XdXMNDTQpqF73F<r%MsJotWftNyP8J_SzNG;|E77~5Y
z%mN+U;EsUfH^@~J>S;jhH#Gb*qEm*HkCtJc8ik8Yq~S7!c7vo2wjN?ZqPNGy^we3y
zvL+-ajEjq&k{n->6hA2@vcTUvK`x2pvy&x)5l)KfzV54{g5OMy-IboWH8Fa3M#{e@
zj{Ur3;;AwD?_?&g3-Mj%Wmw^*do#lOOn%Bo!(umj%NA>Bt6extooJI-0~cr<{yjY8
zhmuUt=|^Le&dnS7<($HOBjOfExD`6_@|`4eqeHhB7M`59@YK8oZx$BLjfxzhR;BaU
zIbz-<SEr51QTuWS@5xGdJ0t3?6w~&2-z|}DYlE~)+=WX$gquw2-El65(tVF*2c5_X
zI-VVPbg18{VZmRHi~FJ|=2*7>?nJ}75b5>=-6vC$e_k>A()!|`)=vC<$>>va^WUGH
z_x`*wr`F6ouz2!<f;6-+8ye;}Bs{1vC2@Xn@sVA7E`9lZ?ak7bdo|@3?_WA|{?v{m
z?=0K3chQ^s7QFfH;$4Rp?|y&r&g09reX@4zu>}j(56_+x7g-V>xN>O9XR8+ewr|@n
zyEYu2HExWzCW6^Nl-4(nKL~pkWBrr`o|0T6FVl&cqI8Ux+C}gNU@4cRqAwT{vAsBV
z^MvfB!xP6xcnxur$0|t=wQ#v8#nrVaE^cCCe2%|&tXA&JcEEZwh-aIk=S+xn8Ew*-
zIDOr$`}k9>Qq(rnV)YwGMjn_sbpMR(4TZ6Dl6*$`Du+4?hUi5@4bp5E^)Pqc2rrjx
zH|JE1BFm^Pi4I1j!|I&mRYT$z#G5Aj8*>!gJhfn6xX;dEsi&qFeY<Mz#hq(@+q3b)
zTWgOjE}5MXmF}$xLggmg2HeZB@5`gx2su=#kb@NQzvbS$up&IEJZKIbItm%Hv;1gd
z)nzmElKgypk?S=?UevcdDn+~!E|F#lw8;X!owYwg|0KZnyt~2E+7BLAf7DrX4)s~Y
zvkJg7Cx(Gkfuk0a!~YR_%@<Q5dh|FJo)DSWY;OQkTl$W@a`7d|`nNT4uenmcjylMN
z9<pB5H(ih3?|!fq8ZS|L5gTjS`?e%p;l^8wiIo%uZnf`%QHf8W4z7>G#PvZEoXo1P
z#m!rH5mIn>^+^-}!omBj5fx-4Gz=yOw0Oq*0xNG<)rVbGXF33RK!(4oK0&Gjy2O&?
zG*W?RMqdcO7G>DnF&XayUU@)oOT&$(=CWq9v}?Ka;|UV<g$zXuoG_H)LXW~F?8d&r
zLNC<&Cua5DoXBzPN!7b86(2mR`szl_&%f3F+WXr52kr&;U^^I%K496cZLFzmtgL9N
zsA#D~590ccx|WWn)^^ks)z!9ES2kDRe^F!vu6RKjW&-Ky)X@7KfuaZtK|_1@)!J@A
z@5A~wK=11v4zGLH%nt<xxUQ|)Y&~tb)7f~ltKmvV?FEEvpl39(0Y7}N<Nn@GNWpi_
zFnnuu*YyQm*XBIFKKJpB`FKOSZ!d*_kL3(%-*5m1M$1~W!*fUX?UkK(wnFlSot2=k
z`5f@VLSlsn-tz459Y=(|s)<<$(2FEqvR(3*C;Wf<FAMit>e@;l+<o}q{+|;eDk>gb
zxbWlm-+y=G#&yI;kW;G$mfyla{TgNn24+cBL-U=|@*jRY59mE{;og}mRhRCf46hPd
zCs@n^da;Up_6!b}r&x!Yq4$-KUe6Q!2dZyd^^ZVbtkj^>qKb{Qe)tFI`)lnbpzlvL
zS3$pk-d}2oDFSwao4s=I{+@gBCl2q<i!bxvyqDi_`wR5#XfEw2KhyPK57tLm0rhb2
z^*0)?uXtGTIhsYnm;12cJ{oNRbaDRhS^(hT;5COl{IQ}9(0i-t7W%sZdV#+8n(qA>
z^$8olPWx?Yt^03qFV(IeOb#!(mslD&GBH;!A>6B!2~;pPkb&@Co=n6Ra;X9i@ixeX
zbhQMbvZODAR!oz!2C4aWeg;u)l4--DDW4wRdF#i|u6_N<k!_o2jVSP!D3vx8Uy&?S
zturY#AxdqyMi*;vN%8QC(Hq>DOttkO)u4e!M~4upC|JbP4(jK_qD_d4+%RFxzIikE
z&6}}d{Kzen#vEI@a7*#%XgS|`P@hN<v(V4DB0F*0=pk!!6XvIc6o<Nv4KPdyaV_+9
zN`j}CInc|_%H6t;x1Cj-*s(awZNXsE+$8@gVa~(By*kF!0Qrg}kG+LaM~jnB6epdU
z7=L;~?ANn1?rkZq+BN;bmPx;@F8Xdk!I7fWm2sXE+(lV($0UJug2*mfY#$=D^B3BC
ziyXWpR4*mlLyf{Qu1<!ME~;Drt(EkcKmwZqK@BR7znbeWXZVRJzC2rhuC+;E8!M+}
zxk|F#Wyu;&l*BQZYvar8=Sc_c_x0fo@)z3$$Q}I^R3C+-hn(UncW_ZSxTqYBYMQf#
z?yO-Lv=~hNi=koa)J(#?3c6NK(@1dwju;v-888^5e-^^uz`gixkkV0S2Ou{fB^X)3
z3XZ#y`(k(~Ve5r~0e%J;8zA!{Oqh)-HsG$0O6;qaVBo-8Aq4t*%6VQ&K3eGdAcR)I
z(+lZPiBS-TI0$d81QA#UcqF7eUne90E1X4K1<jr}ppVMYF2+?qJ~eSeN%5Prr!OCw
zH$OXLQFi9i?2Khu8S|3k#`$}V@-R;F_gWMc`sUEVhYE%r9hG+=cj(%vu=TM~M@AQZ
zII-xx5jmUVqh`73Cac9W^|Ecz{ugE!{kCAj(V^j+{FQT6j#C8#ON4{gdJ8`voAA@@
z5ogAw{(D0D_X~>7&K|ilJ9=iIeu#vgCSs5C^<J2ozJ2V(?PJC-NK75;?VB!@CG)sh
zGRXut=M}LL8<L}!hx;uKc3T$gx+c_ZYqZyn7|$J%E^kIU?}~PQJ4*jnn0im7_WdN6
zkFxx}8xwhbRz}_0u?_2sZqFO~LvhT9BYZy|9ei<d_U(=1Zfu%xe)-7blT-GMjoUjR
zb<gCiJ=60xP0XE@6+eD()P&5WQ7H)-VWE>p6r4GDwBqXB$CWL=*L1bsYxwQ6Uv@3t
zzIgQ9rK9IB#~3+pdBNNjc{A1(OxaO1Y3G>Hn}-iwpPjZTH+}!a!f)3t{`Ji@->qM;
zZ(MevQ547On<lm!>B^rU=e{_}dvcJf(3O{?p=HP&2FvVIW%h&Rl<|Suw~KR5EShv+
z#;6U2gG-`)^1U=!E{Yrv-RO|ONeKxvGcxC84_%NmWJ*HhV1pu*=MYHm8!vU39PT_h
z%qd>jF9h%`?l<0Fuzh6YsRbj>t{Qh{dC_~*vp0;0nHK3f!cCg0WMw#s#)tY&i4GYZ
z<U3fW@pZH}v8ZE$JQroeuggo{T#&h8Sn8t0P(+!H^Uy3$4BcHg<izx%FP6<Zzh(J_
z?W?}ruxS76aWe)-n7Nmw1NTz;avb{d3HLgR`7DX(?|cpr8y{C<*M2|A+HE-cq<mld
zqvH)#*IxeJH&^076+(g;c0W;(gX^^gBp_XO)?RpAedhO?!-T|0$^WsZMCnDBitkV^
zhbsF&T-FIUnm6fytS@pH{&1gv{!cs<q1o;(?6Km?i-7~ez0dm*TYRBCc>K2+X#f0|
z5^Al!&{296+nuoX5x(tFdJ*gT7HLL&YsurA%ex=G`K03A-)kY60#HwqXbV*N0ex$}
zBn9sc*V|!xhMTwM3rNA{Ucd+n1NV}=Q}l^I!aop~aB|h>2vtBzDt;;Xz3`J%oiNM7
zD5)clOx(X_Nfw@7*m3d7x7A;7el__PqAm~%avy|x0yDrb^A`?!%qoPwh&P}o!=dtJ
zuZrL6j&_y5-&FQtS<S^eb+-|=fEL5JK*M+mzySB&uDy+7H0ZsJ4UMQ0g5HZXgZhTL
z>bh!F(4z<I!}^DhnjTe>1_ZVBO*Iuwj~+HYcu;?zv}dg$JsMtofedkae^5cmgn>P{
z>v3KCliPJf>8<@ADZPIJOFSTPNTPvPTWtp%CeUfC&b3v1)n4{VJEY);he=Ppdwbe%
zZSJ_Sw&Uj7&YSDHZmsLOjj_J#=IYMt$o^dpp%2gt^o2bb%b&-0)^(O1Ax%kMbYw8Q
z2!OpLtl`lk^kPGD1D>7bUHHRu{2xreKRun-{w((9>)M}IG<7_DRC@33&3kumgR~*=
z_P#TM9e(=hJh=DDmETZg2mKaeCoIQU<C5HfmL^o(l{GZqt84r1e&x46UikF;pFh4{
z|MkPJ>lICvb=W>=g_{V_iw_;37YFz-_I~`=9RI!QTlEPt`dXVSv0j5A$LtLtGU-*4
z4E9H8?7jGUacrSPa3(VGpt8bPix4y7vwfY<;l-@`CkGbvZK;3IUU9bb;eJFnlh_ub
z_wK;TsNwpuyJa6<tA)r+`YFSo@K1;xeJ&ogmezIFqBlC~Ly>Rx;)%TWz@q&k)S{xP
z3{v)gg?sJ$(<uX4G+P9!3Q!?}P#^(IB7~clErF+(*m}|Qfh86&EscXY3|lVKR?0_X
zUlw{I7||~b`}=%*0i}<?p$|GTM0zP_j81=d%c4u4AHDL$hsU>Xc_XjTM<A6Cv<r|b
zb3-GSjvc>s)*EXlPo0%BY>0nAkVK|;aFF%uE9-0JWP=@lP9UG_>R@XU^2SAnFUiYU
zGp1nGs1XaY(-!8WuOFK?D>W{dLknO!Oo|HLGIrSeb0)q&bIhg@NpoWTMtQ07++-7j
zT_&1b3p`cX&f+0DLAF7Z@1dL#?fd4~p@(OVJ~S<VLr!#ofs@AXU!bPW#a4A*#J{Jc
zeL6MmOmV`A!qBtDarf7a?Km*++3{6fhgaU)JpGHA!`~VbIxpC1w4O6mMj0%n#ETum
z1h)P>8&95%JKx?NhC?~JOCY)d4cb^52~$OS3e$};7H)Ti<SV3jp-zoG$Y9qeOiY=c
z6trVv&U<sl?kOo)niW$V;gRd9NKi3@c!RtcR$i>W-n;>R5<7o6#YaIwu{?63z`aH#
z#aZoW)X<y>^pc_1GIScV)j>tqD(PAUO(UnOkuD`A(5seE0KHlX#9k_J*Qj8U0q#YT
zuoTb>v6ta0f6l$C9`yA@&p4HUG)+eMn;aT1h?no96#A*f{u-&jR)*oHkrMh<iu^T_
z5Ti2089f^K&U~uGp&!q>kHEH%(7vz8p`VmGNX@3e80_yP_fbo<EQ-Xozj%;UfLu5;
zC*y;)%dUNR?9Q2!XSZ#5_l@aW#}=#~K6JzIA#1Y+FH4SHo*ca~Gx?puVP~dK`E2@>
zL-`{%#Kn}j80YwSzgt*vY(mlI)THTNZbR6#47%L}jd*uvT-EON&(41E?Bwp7%O<V!
zS5B4KEp_AXPxihrbNHo2MIVpP_;A9IbBiZ^yLigsiNlu02c-&VAr985Qc1pt&(z5H
zsS&XwTs#NM)rkUesz@?it1WVKDe?23>g6(0B^sv{FEP1qNeJ4R9DE=n?8NZc(<7pf
zWCreuHmr5$tZ`xP36Y&jb^T#v=-pZA?Hh`oy*>Te-kDuHitjBR`s=L33$qf>%}V}u
zR_dwo(OXhom&X}ar}?eRiCCAPxF{!nTx{Uf%*0(w=I>avVD#X$X$51xJ^g9Z{p!aR
zEo~1QOMkid>HZJr<WC!ukhh><=CV<5%*-5L9G^cva>&H6#FFr+MF}z6hG)D#dGy&O
zvo35}dgZOPKW<p?{-j|`;(W5D4nxJZ^CFyg=0$%nW$50~2{VF}!;}u`g8u2kfy30)
z@m}KjG48uYr+%|;_W7-gPs|;+IWKu?h}%ea<!Eo+^q9~sMWc31nX)V|fBo1or&cXL
zx@6vh^!Q<}iYShCs>ES#jQgTQ&jM#gj?#LZ2Wv%&>!~?e=QmFJdF!;Fx6Qh+b@tcm
zrkz|+w0%rQNu>AGsDQ2G^52{^c3x&`et>VdSP(50j0^K$I3!`!@WDXeHMuGC6GBG2
ztBX9fs|H8y9i4roWXy;2CZAb4<K%)VyC>%_$w?>-b&qovd1FDx94L0|$EWreFl~iw
z3ZIRh=6{#pYv$hLWUm}s<PFCjm%Z0k`XO5J_P!QC=|!&!b1}{pl(d+AeMCJ&El+pN
z$G=w}g4Yz#3zd?nn%K~<`V8H23H1IcH^6c!?2(KA*%kaXS5NZ~66iI{O%~|Icgyt`
zTdqJ~$WUgprTIRcq@<1z@hgVj*Qrwf<diJj`|wEDtyQEy1ulOi%+n0L_i)RSuAAl>
ze}p(ye}Uet5KGO@1d{587wT#C2Tv-GAl#{|;v}rpka_X46PcH=F;)!+k)ME`&Yjg?
zBgzbdIq6k_K4tK!;`cU@+Bc9b?7N^`#Pjx`FZxr|9erGhW>}wFmK&`tbuVRJl1yc(
z(>D|E3t@{0S+&HqLi!pYO@gF>p$HMMZOL%x@q1SvX)8a|Q2t|8^_}usgbS43tGkEv
zRL}*`7p<o5*4{0vEvrK2Kw~2c7qJ}-n<T_!Z1CeokS)Ta5Z3?<MooQXeFgH$5cGu3
z#h_x`q4!L~`Isf>m;F#I?{aHL2cWmI^+{zDx?T~2|EpQ?&u%A+FBs0dkz$AN;Fc=#
z@{(q7_mE}XR)4b%OSZbJZ8evOD;R4H7=tT5gV09;A|MXm+l}}#cp*rb72fyiy|DWt
z%eV91&h|$q$s?F&5!M=b*`e+t2?6ccu3ftZLoYN{%j737_&=F!|J(aCwYF8YJ-t)a
z^z+3_KmYV2(6^?#yt(m}1mLE|I-u{v2UyYGg#>Le8{<X-z0HkPO-)Eh{;9I*r;3h?
zWi2-zR$%;E)^f3;{T5=&>Y6$_Ew&;Odq6&My^>Y_@~Qp3>RWTVv-W$e+6elRim+PH
zow*|HF6j54kYsN%grOY{TLQh<;OLdY-Fv?M^J9zZ+fZ|-wd`!ig99*iljIhZucH6>
zt;J0@SKco@dadfaE49B^mW2Prp#jhZ?h@$jtOWoAgI|lgFK)C@Jv8Kd^>-iEKlpEO
zFN12$q}i|;_B^(ufJYbdnIZwpGK2!AfR9$c3_h36=hFBbDxc%XXFG^_jw+-9C^&##
zqk^rI(9}FzDcwrWurdg2B0Z!Nv!k~!F8=z+Ti+giXZNy&6Vo$2_+qs^H9}_`pPIgF
z;gTa8x4gY*$^3$m$sV3=OqObpwZzIw*0-<L#@dU;@L@BJ_O<~$c3zPGtc=v9dASR7
zhK!F2Es6-9lb$p=E+RoCN!2MA4oTTlQgmeA<oBkHTs1U$vdJY!C&*NDM|!G@{PZKe
zG-G^qQ$juG#0M=+i`tx@c5vFLlXEAWoKv)ISbUzEnMm!M%^x_;jlVP9|M;lbQ=?-}
z7KFV&)aT>E&|6FMT6fKOc4S5O!R2??PX2sK)~@v6g@M{49VbUhNtZYzi0s4pHUV5~
zpsXtl6+()Ol;MJYTO>Atgym`_s2w9<iOgXw%No&SZtOwc9BV)Jz~R1{gLB9Kx^MlJ
zcQ>EgvHZ{*MQihtOJaR;J>`*7iXW@57t_j%)6Y+A>o0fkQ#$&n96gj2SEYkdMKOYV
zwKSs>-Jpflfv(fgv}&40NmVNx)pAFbjG~glVqqR)idqcrr8xC)FCD~-LE2|XVe6$D
zBs6C!-Gy*3+g-^)pIkRN+fB}a-s`Cncqz&7RtkJnLSMDWPb2o%N&~dAKqq;iR*nM<
zU~qs|667Qe(u)1n0$(N13n>ur24i~At%Wvygtk^{rk$IZ9i)>7YNSRkO-r@W(`=L6
z^;@P*IDcqw^H1Nl{rugP_xFCha^da?BR3Dr*g7nIYfjqMp($H46St-(>=`!nqshhp
zo;-Q~u;D8rBFCsT<Mf72=@~n6vgeqB3U!)v0ehHCFxTXLa`LF|Gl&0k{oH?kJzKkH
z_0}l&5*2-=pYlL@@b@$Fep)c@%%t2?6LQW>AANG_sJ9C;--z%}<kACe2gY!@85&)o
zmw%qScf3#<N@Ipn8Hs#Bq0wb(V8HA!Q;DC~2!&{rTD&aWZ(C}_j^vO%X<<i)qxD<-
ziJb6#F)qt=bX3o6aACd|ruaI?_jXBg`<hYDc1?Ts-rQ&VW;CoVxU(?*^6cbqCq<ts
z2;7;Zf5Veq;?7wT>$)N>c;VpCY4O1$LwqKs#_yQ-#<qF$$E0P>9#j1DXWw^KG(WCv
zt+`%){-f{STDoOeWO}??NMUqlQG9l8V0@aJDapw*Rjto<(iHo+tWJq|Z~U-tR?NDz
zb?K!oi@#nvW&bF$Nio?&ILlwYuOQ~*S-EHD<sU5`ygJ@(iaR$?ZaYk3Jyyq<AFA71
znE2Jw;`;|SJa~80H!EknQ#5pbl+Pqz-87Tu(zN(}C6f-!d1F)2xZNdFzu&p-%T23S
zXQxi^H;#6b%`h4Ej7)kvKW3`8V1kjpD&Fw!=%}w2<^8&0(xuHMzipp=b=Sg6I~V=1
zdG6s^qi4s%j1;(i;>ev-C(Iq1RuB@DpwkX^(M?H=T9H3w^Y{@viVL=n8@_yKVv(=&
zSTEhu<cJ;lneU7raj0a>(K!>}ojztmVaD{NkW5b%YCl~#)=C=sR`e6n2Z=fMA`XSi
za9~jFUhi`-`%60-t`b{m)johLBD1>6kF-Aeq`vBvjuq(9hGOn3SFT*Ye*MAydx-ID
zYpH=S*j0bwX$_hq9QaQY9H;2ZhDxjB2>5ER{l%Qw^_nX?F83C_%aV|QOA;<jF9_`~
zFPE>m`u6}WF1VHeA{<~V+^jy4Xfg}>;#&L|bySZ#dwQ|GHsRql5B{1nC+CJ&41VVN
z8|~$vcHZCj_|Dp=NU$g6E&G7Jzn5-C(+V`qeSCLASLuHAo9L+iwzK@y<MP8#YYxA3
zBh<c&SNloDz9*IYf3JnT1U-&PPhp@hipU_?0y`n_w$-8tuJSc6h`FBy&=>av`dWw@
zkMI<#Y{fBbwG%_N`5E=ncu9e|MdrojyZ5yo|AgcV&cT~vcCEaU;XqEQ=1^zliKdEk
zbrm;itIJ5<LQNGY_kP{In{_vEiHG(}%)N+3t*t>l5b;1hd4l4gKl>!{vlTTJP=?_L
zzEyV%k!5%&k}K8g3pzAvf_gI{(ds)%$vt9wt6Lv8Ags3qJ$V1(4eE6}Ce@4anwPP)
z$y|+vL=o7Lu|$F!+>$K)hesysyLM!r)Zaq<GHeVaA+7uq6tcY_9}?^UoA;ybU3b=X
z+}lUgW6&LbJ5q3)8epuwco8WI=ZU6j`Rw#M$=9CP|1UQ-wzieEJiS@j{PX4C5MPGm
z-oNTt0W$`&f-!Jl`PB$&r~<A(D*ygo`B(RA&X=`buj#C8YO8H&FKg;7ZRkLeRc%vi
zCtTZDY=U|Jr(XTPRDF*>uKu{A=11azH@`}7q{H@5*@OV%`xc8V3<H*ph8Hx512Yi*
z21kLV3aqNBys@R$@>k^#Zj)Yf?SFGvS9Q0k>}v!>!w~-TK1p)M#~&4}&9_!Pe0cDB
z#o5a>=X;;nUmcSZ?(OVtD~I6$xBS)pdu})PF}zlH?N03-eCYlg+{<NAxNJv0+zWtS
zh`K_SNXQmq2v8r*<ntIjE}h4vVc<RzAwz?*eT@h`dC?F-CuL}a6hN;N!VP4OfjUmC
zw=6f>W7>$=4YLc6ZCm`_x<#||a|ZkSyYYnXJYjl3@TAPFWfLZ?m^gWQ&aj-&Fh8+G
zZDT9x+fUlJug2Qind0D1rx_^@ioSiE?QD|_PQ~#t>xxD%%^Q~PYDjWYO-+oMKQwJh
zeAJ|v@Y$(x%d%586%JXKn>aJlv%pQ3Dy1a|uzSk{{SMLaM|(Lf9vq2i(7hA$_D#&+
zIcn&Ryumy3QkTa1WeMyP?E2<#`cKj_SDCas;#}W~Grk??yf;pNGRybk^t94t`Q@ud
z-&$1g&BVd)4+&Xo(oHk)3dHuA+ySY)LGe862t<%^26?dty0NX@1P*RehKGvhsTF!?
zg>G6zd+|^*rsmkmsQtyZedM-%oT+_7rL^IGPU}ZyTz+>;!{<jzPwc+9ckQQZX1!CA
zzceeV2$8}XW-uR>Zhd{Y{R1SnXr&RTq55lS-WsaA#?e*d=%S^%IMJM)XnHM5+o)QV
zqgp{x${Z9Dd%4&SLm|SjSCZkN5<7r<wGxU>;%Jb;>OeEgyi}c-q7z{_8pKreL3Tk4
zJUKkNEEjlvB}`ZJ%!N%CN-r@m^oCwD_X2&ja?o#(lOkBB@Kp%(EPH2;gULypVe*=k
zojg4+b4*%HYLJHqT0%2yoVkwPGH#eb5ouJL)Z!pH-z4V^H+jE3XUh5gJ0E>=qU__N
zKkwS~;ldfaM&)c8lDH)^VQWVGw)D7lv8Fj*&U3t6*T=@Zl|JO{tYK^8lZ*5&c`EHx
zzrZQ}fy1=gT%C4uaKP$}ltWX-UEHzmKj%LE&#zy#p4@wW$&`&TUNeot`JVDkQSQe_
zrktHtaCXM%6B9@5%uZSwW18aUHe9QS<1nL`j1;Lf$KW#7KPcbbD}u@O=r_>#uRb9Z
z>R2!DWrGL5Sy-?&H+xpF|1>}M)d>-sQ=`^K2doMA+8E*SR-Dh_4AcI2j}->y9HI4m
zq4h>R^}~3l-^PU3FUWqncGS~#quN%DD4U;le_m?E%G}GdQ{GL{FLb4i<PR95uw51J
zwP9%F>}bF7Ca=+<{smzn|Btq_0Ba*%-~MU0yEQyQLVyT?c!ImTySux)mQtV;X=$mK
zmby@PcXy*kfnvqIMQVGl@0o<MY-P`$|M|8%S9S;!o0%}b_kQo^ege(R{mrbr&1?$d
zGwQC~|J*zFseAOz{rcK9+tY*M%(z+{3{eqFRFNcU;K^zjX(b^sZ4qI60w#zqoun#X
zVy(R^(*0y+*y-%BQ<=d>lf4hby6lOtJrLt?F4OmXmha(MhkX&&2czva`xxZwkP_MG
zWUgeX1@BavU;Vm8BS$vAJG!}XWBG*z@oPM-ip;f&tqqsB*i`y^uZoPSPD-xL%|27M
zcu#s_s-Z@r7N<JU>Egn;mum~IE{w?4BBm*#_l22VTi|~w$NNg2-|fW_cgo^!l*V5w
zjystjy*A7R#-W}ZO0u<ax|2<)iGin<ri+?Nkda<~fXBM@*u9H$j#U&KS(3LgDLlnY
zCqjdhX`x%<YPG`OWn;Ae?u_VNnbB)v{j*%n?72i0+#I_2Op53X5=1&+=TQh^P+*Hk
z3rmR3`w90VX|dyd_W)ME^zH)X5bCEUI*z_;ztrE|I0Z<s0>wB`=K@KdQ1$}Q3lXD8
zy?@V*58cN>W<)Bgpj+7hFx!5xp+aiG=<r+qrT-g*n9KwN$^zB`vtv(xcQ4XDsrPH0
z^0(Xn8~_l#4jjUtKS5*}TzNrdL<(wvUSOsbFa|Ef2mnKP0K_}+FU>F^%dfckA=~`z
z*F}o>8jwu>rfLLwTUSj&ub_JulsoaO+rD&dLChYAsCx`LtU*cxpfA5`6(4aCVH~lP
zOd%_v@0Z@%PhAkg0D9L=P+Vb5fk5vM)$+-NuGfg_+kFCX7a?b)+sJ_rZ+DHqJpt_-
zV80>bi|HCKvcHjk-(T$EPQKe=5Cl&E_30T7Uj`0AjPU#R(*vD#0KL#H7ak6z3X}`f
z+SuCwVlT9rXzgi5GEpJSd1M5j7ybbNfB#wly>EKoyzYYugZif4CJ=kSfnInBSTGO*
zpGJlt+QYEr!^a6Yw9uk><lWzeUO1`10}0E|&Mp95m=qA4Dt}3C2>K$fU6{XsTaeuQ
zUqEmf5{U+Ni!kbeabM4NME85WWV~_BXx9xyJ%-p-et)!<H;{jO1M+X*ylE7CcLYag
zI@?eGy#K$}`$yh44}EIrpJ?rbzQ^s*v_g;!{QdI-p9As20xN>w!hwd6-kbLyoxN9g
zxvuF|M_)H2I**Qlb$bjVdOv<1gJ^8{!i^#01;O%@QNvHZSwB;K2f#_bccSYobmbPj
z6JS?CF(#4*HmUu7n+6692~se)3&0W##^A51Uz48&PN#3G3%~yg{QY|%+Hv6R{gLJ)
z<MoxF8kWG(=W}n#NPSsb^Nv?<Pe1*0)#uMR_FHG~a1-1EALM7-3+@Nthe;Or2En%v
zrcwS0?nQ)LDOga5v<m_+;I51$+!6>FDJe7#FM-2}!-B_)!<Hmjhz@|Jv@+0<flfln
z;pdYvzfmx=ctl}yRg$lzN|LYHq8Qi8jDVWrxWj7-wv=Qgc{$mstEtM8RAq=Zs_Opc
zRv`bT`uHVzcm<kU7%I?MV&bG(vt(z?ke@x9B`mBcF3uAZWz3zUiV}C^vJ>rXS0^Vf
zkBtt})ArF&$@g|&78O<+5>VvlwZPpm%ib*2TsvNm8>S-XO~>02L@Y3K%+a&0aYD`{
zbc7mXiJSGN=zv|x5jzq>*9N++^s-y)ZMWD$D~KrWiJBE7C$T_<w9<@MW2d&oR(ZRP
z;x1d>aZj!L@pkoD?ys^u?!-A9a@SpB#LVYN#Sn#k(6gLGXW2{qVukv}1U*X+{i_;k
zmNI6x3PA+AV`#HUhAK2uO}4%&9fV&xRJTdar$WaKkr`a{Y%>L%uO>6aR(C@}z>{q&
zI*)IAwR7d|HASaNQn#f9lz5xR8FO7(I5XM#`h?kfGII>&M2zU-hAfmm8?DVksk2b3
zER+fh1^vBvEC~)noJ9xj6{S%{<SD{(B!J%easa(VA$g*(JW&KxUpfgfIe^~FB10Sm
zaIZLrEXIZ(WkvXlsDOKwrnr}c;Ste1BG4}u{Jr3F0M{-kz0jvXj|oaIBKGR@iPw-V
zZ^WTNl&c<%$ia&6Bt=Y^qyP)uqPXB?nQ;pu{6g%E_31J^yofpxV?dL!QdF=}qMI|x
zW;7WKnoO{P>gt5hlS>P(udTSXw)|3g{*kQs%^@CZ+^yHRSgdt6U+-+b%v3X(PE2Mh
zEVr`S<`-NW5nt^Wnx$_Vt*jZRr5CEKW=ABs&}bR9)@!4~k1Wc4ShITg!qL9tyDt`|
zZVh%?;i$jFOr_Y6x7<o|ccA03grHMtQ9HwZ7Z_=UGO6xFX=_Q0v6z@S7VA!<g==W0
zTUaF+8aq+sb%aDY|C*sIBod{mUGD9(BPnT1Z1f@<%Pd3P5?k{UE2At8PAXR}i$`9f
z&DiFkv)xv$oQH#;;9~N;^-7rYj=bj)rk&}IgE_9fnT~B~HuVW+^{JL`3q2krTCCE=
zXUNS-m7iCrL)jJPur1Of(^NB1ndz;}b5T;Z;VN5lRV|fu(nI2(UViYocl=%Jz>~}O
z*Oyeqcm$gA)D>~E95hZ-h6J-DKDxSIYRXU}7OBdJRU}8yuxV<P^`0gN<2;V1_?*oI
z{tUdHA9ANC;$CsY-9@3-a(&MvI$cP0d%QUEdbZyNN7a0F=`<F)SeJSv(&^#i#HKX`
z&FhNmmgd3$VV$dashMV(wLz)9Wr>SJWnkd;^o+gPnOozdOPp;36lCL-6^^HdwQeeV
zw|~v^r75Kb)B-i!**Lq0i-ImBJD*E(y15|WW<lt=?0`eb-rJ&FiyRF+=u)<1$zWa8
zcw6&CC%ZUjr$~F-SSPzoAGflY;4KT&_Lk)BDa@>j4vf%K@!`qG8>lUGFk2DeT9Xj6
zFE6n+FJWCmP^PPy6_db4&yp9LL4gG`TMiFHJP1)iOXI|_DB&M-?{FuSw~zN+o$Ocv
znjvs+*O_;nw+DM$z|RI8f>h$b)w-t#%3dbxVt~7bI=|NYf9=Z#!2-QdesvPGnm_kt
z`{Tj~7ka2JnS@@j67rQpD1U~4cW6fobDI2&%0DsB_t$8_J%|Q42GJ1XlS=QOtH=el
z|G>TQ+u!-7UqIiV#hU%>CBD0#ulo%&LPgtn>mD$3f~6CwYyzbh<~kw6v$5i11C;q!
zeu2XO{#w497aR-w$Ggvucb=VS+w-w~>zAHgkidXs@PZ>(un2s=J-hfp$KY+a1~!Jj
z@Q3{It^}%Y?{#oW05c<UF)%~tj){)LV||Z7Y=1Y52&Yqf`>(I;U|bpM?|_;8iOv&%
z-(O7^2R`*48tpha^!8?7SJU)o0G$@76(AO%_hs+P_8w@yFd2mk&<pY(yzunx5mfH!
z1cL-9y<iV+=xg}i*^8WP@Fagua+q`@@N=HQmH<Egu?MEH@%MKQzk~3CuAY$&NRgUK
zwD@K-cs68|ByfH6RbMzo;bi}s@rBSJtao;{L;V-@6BbY_?AW3H_TjfT-qo)de^mgP
z4{#1lxqP8T@@V_X_r1`gq(i{HAhd$q`sB$&$Pj}!fQ(1@F6(b(?Qh=O|MDZ>UoqS>
z{JwGUbK~HrKB#c}%YF6DZ{Zz6zlsNS&o142bm76vyRTY1`UYUo2tyBK6bav@FP{N@
zLG1;9FO04JqxLR%KhRzT9K+yI=^A|3IXKceIMmhO(%X4;=<VT&&f3qtwZ9`%9tR=$
z<U{9SB=PS%my|&J1#2r9T*1D}uNSKW4uqB#5D^AuU_m27fy^uTP{`k$As9;`f6Atx
zkpJg(h<5Dns2gfNHTG&5)Hxy%ADx>ZyybmEd1q5~W9z}XuIqozu7cl!r2!hW^^Wzt
z`!L);{-2$_$fNomfz}OU#+E+*^h!_9Kf%3HQizs|pIlIQDKwsd!AoIqc(f!=0xKzw
z#fnKvis8ZJAO-GU=ud$n5yWIA=Szvt!p@%|Ie!LGY=*kLgs+v_!Wg%$Whuuu7M<O)
z<jSs!Tl-fZU0+%l8{%VTqN6}#Vz3MpTAfIC($<Z4_pC@wTauU<Y-I)LOPxDc@?ZbL
z|Lb4mS+lreVj6gyK2g?=!v+y7&)0iHX2zDhoMkalOQRz;Wu@0-XH>;SSA>Tw4G+w6
zuyCT{OwqqNlf>QRF!s`-W~kY^^JW?f&vYW9!&MmhHb#{`PHTfbt3!P@hInrY^WGil
zx6Z>RO^KR7!!OohZF1B*5$bp)&izWX)1@%$vwnt`0*xQV+t;VNHDr0-j<nfo#x7<_
zCP~i^6#vzE&M(%#{$erb7nAuj^@V3@3eQv$o~bA?OO+s^O(U49F`P^_16(Ye%ysB8
z(2499wzQZk<O~xfY!v0v-7Sj(9Mf#|3S3Qhr-z*_PCZkUd^k61bDZ}wKdWpTjR<W8
zSC*s|MZ}COWFjYQMh9C6+Ju8O;$ro<SZyv=lZRF3VpO>pB@UX$LUEW9eDp;mUj;c4
z1&W9Q85U6*MU)O<ztH4D4#k#}U_+}5ia3`dfh<73V0$2n!U8K?GGa@HxCw#J0VH1@
z39`#1I5H?D5*8$1;9eaDNsmPVqXMYAuo$v{coj@|3^OH`r83(>kzvB57}I4<7(^E>
zUb3fscCbgho3)prnvNV!g&<}K(94szSD{;TsfHAso{WSs5$&!dpY3c`37{M9wIw#-
zKw9L%<glG#9yQ)}8(hrRI~Z?rGFfS=k;NnxX{nw{NPMtl`K`svPh=LX@e40@^ek}l
zh%+>^BFR~hC=td+g}z?v5~2?l=iRQZI<+__*IX+}gR$1zdPlf>wYN=;kL~^_pTodT
zF~L=CcHt}qI}FMag)$HpRhjuK@U0Jvm1bsE=IveP<(+D3=FMcmora>~VXEqd&aN9G
zqt=Cm=31C1>u6;g>7{5W`ATCv(DTD&ByxGA4VLO#tko)2WGZ>MZTgh6PRcK%E!$HZ
zTjDI6B8}@q_3DDP9|Wr33)XlTsejyslP@<nM{e$JSB)E4K`*NEFBT-{nCUu^rS;Kh
z18I`Grh&7jkupKS%gp)i=^GQB?^_=?UOjSt!;-43@K`@9TNgcj9~0wDf1lcArPp?C
zzP+>h^6Djf)54ZH>Blgz@odQro`$DVeXiw)-6@K^y(sK{QTX$U*yrUj_X~m^6a>C3
zi)ve)I=sEGr7HPIuxW)JB}q;wnJTi>kg>^8d#kJA4o~ylem0w2Ocv|%7N{`_^;H*J
z8kIRatO^O)la;+SJ}$@1$X}jlBQiTefp9d=zh!OF(DtP-OB2^yaVzymr$SAyr?{Ms
zv^*PQb0^pT=7OMO32vJMEXy3U6LlEQ6pVvBA<|U0D8z3|QNgyd(u%aybboJuQ+<D9
ztyB-Y`~bIHFNY{o9ZQm=xil(FlUL|!y*V-LaAC&jiu^;x8LQ(1Qyh(~SOi7M*>pf(
z^sfr|`7~KE1_jHY;E`lSX~`dRFMqZXKo@YAuR!hv00s<x-}`K2umfhs;d%kKI9LHs
z0(2{z%t88^*88>IAF-`|?%s~rdi(B<54V1t7@ppj?T-r(KSls1vZt;=2>SMRb@p|<
z9cYLCT+?SKzquAq|8a_i;3^E$tdL#C7jl7!CZUMG0kowU6I`a@N(}%E82mq>FDO)y
zg4KOz{LL1C-p|d;A;1B893T_iP{`I;G0{*t(O3lu51%_W@!=NCx`+4~4tu~dJ<+!F
zWBU%crvKiz2N-n<dJ&Diw-!23jJF>g>wN$!I-)2dGVg!lf4=IAcyS?ZOhBrL&txyO
zkQ?v1@V@)u@IX62uVC=<AFuLoH3voaUB}fA;GGaqG&mff^F`;O;m+HAU9X{6?er%R
za4*cXg4F>o#K6Fy;DgvJ$o~gxHE{3LQHBQ!pcf`*pY=i8xaR=O@DO;C>CXw<!}$g$
z+mz~vaOq_B-8ks^pes&44gPu^rn$iv+C2D1ko^B`-?y(E$bSi>S2dhNP&x<aW<$ek
zSdf7LfA$~NA3V5s@9ynqUtJ1df9>jQ>wI&g@6~GPT>POKMml_#FaJ#V&{PFIGTybF
zgSK&q&jFEq!Q$Kw(90K8CtcR?wfcte|N7(nSHDGy3WrDD4voJ4@3|KNML2bOd+)Wp
zz24OEsD1EF9~^_p$~D3F2#B|1c%pr94C3&H{|5I8-cQHiyQaR;=iOtEI>+yIjDl_W
zQCIu(?nliX=LcH$Otfu>2@B+}P|psKe8+pPeP0zT(0-wR85nmvhY{xkv|?!*Y-&ZC
zJ9NUp`5R$h@LBlZg8x6z3#Tj0dh~U?8frPm=U#rM2b8w8tr~x`tpD}W)~1cmJ1_nn
z?uFFr?)RNT<Nf^;J?*2dF9!dEvsaK%0b@p_fV8($Fj4YPa4#N*D7rwlz_$qHN=iuL
zQLtcf5*VyF3L}a_i(oJ!umSiSfO|<$z9c0oD>+XF^_#R9Of}AAO3g7-Atw1*Y$%Mq
zxNGU76C3XzS$p^3%3J$Z9$Zye5FO}iX=cdbsFKO*6pERWQjo1(Q9{DO_3Mvps4h=S
z3$wG+qf)tOXw)lhLZ>;YtN9xnMcdhC`}$NS#&68c-d2#mZDIb#oUFB}$;;zn7Ka37
zySwIjxvz+cDE4)AXOb*%^WEhoJ!w)-&_)U~PkYWx1L0p>DflpDW}=>2j)g(7gT)GO
zm#q<jJ0b!$csrF@>ZdEo=c>|boK4O|dp*dBe4ZcuI3w_OoXf=k(+j?aH$%+sM_4?F
zv^wLVyHZUimn@P(m=_~8CxS3Hf+!M2$A+^BfgEW!hLkxOr6((<MM7!Qq>Pmn><m<V
z9Zc+u)G3nl2|_beC|EtFj1~oB!y~6So91~~M(T6p^m%2TmK#D{szaPt1=uZdGtRZv
zNHAaptC8JVlJ*J`HVWcabO|dq#*&LQ=Sdp#B=vc~y%-HHMvc$C%3O>hpf4NEVWL<J
z2_{W~p&-tX=Py(VCRKt3J>BHd90dpvMnji3P<nZC60kt?3odBCBm{bS6bU6Ncrzr`
zX?S(IlsZjHm5Nh>_H79FO7OWC59VG0_ZqONpz#{A6##mTxpY%SrnxfPQiWr!!m<V-
zmqpeiOIonWq1Fb;o^}at)`8|aW-O8pS<-|dYsHnb<xwpdvf2bOO$_wK6LzE%63jFT
z-7LyIt*b-bj%Gxj%8cF@=>=I~6~-!ywOQr5oH9+uLLPOsrODlb!sZRz>sD?)zp!Fm
zaBP8tXPTvBh?b!>m2S`GCOJBlgoQ4PiP)Htbfm0cTY7A~zH*c*t;*YGOQ?I5tHl~O
z%i2iaLy6&gV?&oY*?N;?OoW82Fp~B%WM?^Au#!r)rB#`S+j2jja!-$3E6Z?IRVzuH
zH69<SshMYIU+U?#$k8!MO)Y@M2<LHvX>yJd!nX5gd5F(VpyF1Us_t;m+iIa)Yps0V
zQ}1DzMRSr<d$Qx}2$L59I(5Dp54=@xdn(=ZR=VY{e$bkhCp&i$UF3X(ZS#tpz8x!X
zEy+#QRX0aV=!i*JQkjWP-Z75eS`;pydvAi+`{?4G+I3qOCZvbEdU#uyM>yM;r^O%N
zSk-dt+{ZVM{@wg={N9=R9m`Lo2NoN#ax{qR!KohQa4ya3dTzk&{Gf+Lp)bm!>K2FH
z%yfU4@7KRE`}YIozaOp~-n`&$rdO?p_EH^ku?nHeh`HL7w@jb8%z(4nTz!R!>LOKI
zfhwcIM0>T1-KLPh+Vu3ZrDc0klM^&l>`@}-zs(G%NFIvttgpywtIB<p7rM<}Wv!vy
zK3BC90fr}nj4ni3-_7>9l^b|6(PKNbv2)N#HQ)v)Qv6gI3AU!C(V?}K6}2m?%F@%K
zTpUd~G(CA~H*LirQ|&-Q4HqT44p!JeQp8`Cndf9t9T&29LGu1ZX<IX+7Y8~;nrm1v
z2`Wg7@Hq_JT!yp=gCxO%5(BCfU5-GbNdJg?2VpXOtn(riLwy-I0ssavvj{cy-hAH=
zl4CdjssY**=s8nJ$=5sw8^^i<kd98J^+J;cq!g>`6qLD*y&wF@Z%)ClAcG`NBw>~R
zR6o`pp>rr8P-|Z+RBF5#Yyu-6sB<9J{p>=IfC_Yum_V5JXVo-_8a)0Uwh>HWL!Tvp
zURd~Z*#al$-<1u&z75z{ZKFMR$J-8pcNfxn1*v67H8;#|^Pv~=V8>ebO|<WWzG<KP
z_D|1n_|&oOW9M$5(=X8YtbY$&+!6Ez)feen1@&mPAKz{tZ$C8J`w)o&K&+vEh~$60
zj<`+u&V(=hNc0)Mt`Mr*z~y^kq_1IcpocGX{l|-bcVAb-Q2Vvf_G6!VARHJmW55$a
zMIKVl)&=cLAjbJmE?mJ;<8$w;*M0S1_l2;2IM^_>KuQP4$DmgkKrBBr0+})ZRUbqu
zAY>4%Ui7{IvG;ptFK{o+M^6iv7!q(VxLE*t`D2#<BCQw1-loC&mjlm034}aYfTEx6
zNx`eYNyX>hzSr=NpG^BR?uF4GSa#dr-0NxBIrMt@cq6|vHMDPombGv)G_M@1Up~^X
zbFi~+a-7INn(!3>3`Pp9_$D90G|E3D`NEgBdvK&>V61-NZ|S{A)<G|LA>KmZ1N1}&
zlf&D-z8AfN&j;SOz56sU@%sb}9AWT?^z21CdV|aNdC&OcuJOjcQJ`4}l!O0<;nRV!
z1UdpkKs1DT3=Q-Q4tEZ|dpqzBLgyfYqpo}GUdP1swvQKDKAmluIM+II`EBRj?w2n*
zuXViHH`21>6F8<IpQLX$gu{I3IRyo7V*_=F;b*vGDhp9?5CMSURlxQD^b2Wty+}ic
zAN<9Dea;`Sf1AfUeYEx8uETc$g3Sk8uZ+He*p@;Fb3g{a(6+C2<@<)xp2n)iwgb<g
zu}jb0pV2Sk?CpEfIMgsW);}@<eJ<OfVK=nx{_E|bK{LqOP!I~eyr<stKf%3#yBLfp
z8Z82Ri!2y1jHCoCXasu2#3h8qC4?kULKw6#9$K>zBoru;EO{x8JYGowr$)!?un8tA
zBws7lqIl0e%QJ2tT=nGS#v8TE&TT3<yfS-LPE?GWm7~6vnVPDzkzq<u;L_~unu_w%
zJ9fOfe(m+m8<+OhRu>n=dANt#+2lurRb^&uTvV{Ltn|Q&<>xoo)SWo~;NXFM<z=hW
zQp#hZGd<kAH8m_0s76FtPc@Z_h|ubkxMFX|3@hD4L*+0vx`zV6MoP>`Y_<hP*q136
zqQvxLQiD0PByH6a2dkYiVKqVCiHZzA0xFD%U8Ko57Vh<=Ah}^l#_Pg_`^mnSgRPId
z>Kw9DIcleT)P{S&oV7`tyjWg5k0e~klw7JMUu~<o$KU37qTlh%@Y=M{RgoTP4u(ED
zY*VJRIt8Ol!K%vRwOAx*;vg&W8wE96hbd#glI2N4ql#I&QbOiLF<X*^KbM$msafJ+
zkY}ozZoo;=XUFT%!__GPN;001GQq?;u`u>*tQ`+$qlmLm#2NFjdK|O{OG1Sqro<3a
zW}}pVdlB@-@YonGEG!I%iGf%%WTEpH8iost0tUF33%Dx>+{<4O;TL4yuh2`A)L;^{
zSTfoy87-!aCLJ;ypcyd)_M(-^p!eb-piJO%0KJ#*Z2;({nQ$4VJf@i<%N!Q?k%2(3
z5_+Bv5#wj1o(4S#B7C#`U40DIEIAZID&ByMHKF1SNf-^xJT>uITBzR~<R#NAwN?Z=
zZIAaqwIKe{ih>8_IY(lBsw_1VD5yZOU&B$qrIEzT)EPV7o$f9ye7UmbVdbVH8AS_i
zJp4FXR<d+cSp_?mQiQers?6-|C5u<3r>xFMs$H^hZ(;VD=zvl$+ad?!EF-mO9yMK)
zQ|;?=C^`CAM)F!;FK;s0R7Bi^N>4Mh-I|<vs(8uqf`vO0VoDrsll8QsRF(XhbQcoQ
zn@&qHHqN%TPB1VG;BqaoSR)Y;TP)T^3g?E$xS~bv=g$g}5?^ktcG%DMYLwf91h1zF
zZqH*KpM_gK4>5TWZ1^fj?`5D)oxkRNZ<Tw#s*gkU&buiu=SVD5lsxHg{&Z3N+v=s4
z7NmtR<qd>{oa7ntR!(a(7FA^w23WeK1trv7dDQp1^W47U#p!w0+6KyGNYapxcDKK{
zXJh}1o8xcpeQvw|@76p2etvP{YHjo8#m5ues@=3#JE*L2P~POKu`kH@Qi{vnJl_ZT
zez!7QPlcP@PIvyir|9>yYkxmfF}^jwdu4KcVc6{ykIOMmmt$N`huH0QF{rW8+GMT0
z&Rk=eE^noY2DHXIkr;ioc+vfJ>*{y!zFbziz|_!F3gam9TdacAfgtAxdC?EDLM}x)
z?yyl@r%PI=OWbNsKjEu)Eynh4y64^8z#F+CXVU|BN4u}|v(0xhNwYV}aI;$w<WruU
zP!Jaz?C5B&!ed}WX%cgd7$iq^wwngmfu~?7gEp1Lcq`Kr&2$Pq?8*b(mIOHGxm!k?
zX}GJ?OlUZDqNt*@5St*xgluY(1SF_Hr$~mJ6qEXWelJ3>&^Z^}yq`LD@N;+fLs|N#
z&OP876>u+~9!KFahp4HeFjoo=zdkTGj`ctO2+-RNQ}&?G9E3T2#Nhya+4`U_Tl?ty
zA%O!yP)7zD9Upr6m-}f-@6?}eWCpyq6GV*qzE@DPjZn%U(rN)NZQp~60D1vmCzak$
zfLK5)f67Cf+y((Kq`({|#{p^JErI-tU@+1s8Bq>lv+tk(C-?Aazprk*c_%>c=jIjD
zq4!hEN`5s{4Y)cH+h^Yskg7g(9Qad)17hVx%GUmkEQlQ!F+zahVX~YJk$gXO?Hh-3
zw(dJqDOf*wGk->6#BW?b(R%|jB7X1L4%`a|<xAI2I6yE{45B@PzW-s8w;L|yAojj*
zKL++-7{UnNA&h|Dcbpk~dx!6E_!IQPv70(-FZ*7C<O>|zH_!(o3V>e0ZU^lhJT1U=
zf_l21fv(npmWKX%C`E?@4V)|xtfo!_Sb?(xm=HVwaKZ>ayMRbx2!r^0k)!r^xff2J
zo{{!fgO45$+<w~s2<oB0Nb?u_lm9}9;Q>xoh#Kqc=zw<unEFGX!|+f)sNdahU-Y$J
z8EV=y_Nr{s<qP}2dka{;$6pi-JzLSyaD6H-7d{buF4z@_(G;2PKqlS!&Jc(iKt_ds
z@!tLqzXH7O7<kvzKmO|PaW6nG$l4DdKDc)6>h0UNfTo~14Gd$3KYSYd^aY?7T2Awa
zvB;Pa9M)|Eqc_?=o^Aegt?eU-w{QC1cMT5p4)=o1pbIjYhu(G$bhP&NKJR`9J@sz1
zf4JQG@qEjtGtHk*zWIE->C4f^FGrg`9d8~x-_~=d`&C`{ji$C^J?;A@`UQhQe%N*Y
zp-;Vs;WUPx-H308-}`3zu7E>4EMV-Bet_N|{<+})<w0hu`1^bMx%R)T^S>|cciz8R
z{oz#+G&lJ-GUVCvrDNmAmKE=smI3-UH*W*<{Tas!5+~Y*Ti<_xZiXW*BhAkTkX)3%
z-oA0*b<5D3w}b7Fi!$}@|0(XpBBHJY0==SuyI33wi$`N{C=^y)93?C!E+io#ghmVF
zup+>{bU7SHfdCzNRp?ThEP_5y##DvqZLX9b<-Dyl@#^l1y9cTOdJim1+FTG(9OD^e
zYv5$0<6&tYAK<&HXwi|an{S>xUVr;$&&wCBj~-k-ba2nAl`He}))eF)sa}76=k}8|
zn@-hiy0~Ne!(&G~@7{iX`eb!pPL{V<f}?|vuC|_xG;7{m>Mt`*<tWRdBac;-94jr@
zni`pFXBeVF_n^r*5V5w>Xa`wIFB;iHo@9eVxs#+b40YE9_?*qp-WwYcNvGJ)|J4^G
zlB-NV6y$a<EB0|t?ERGB3&HkBoOE`Yu(#+^x9P}j(<X1#B(7JLsbou5@(Am7={xPU
zjtARcNejALoOG)+<Mg7Wn#6!CXA^HNNF<h2B#5%5A=Lq+!y&6NWaY5)sOUKw@^~G2
zJP$LMDKvuvF~TA<tq8)wN|Yi8gC!0Iu}TzQD%w{8<E?=9ke6_wiaE%M+R2I9$ctLj
z#I0FqD=x-@CusuQ%SLH1#gu5mT$(VCDaK<<aM>s>8_i!3`sJ~)JQkM6l;kq7TsoFR
z!+_Y!kw<Z;;B!EFy#ed;i5FIog+~!rmPf16aawF?9j>e{hp5Ar)n>|QC`bYEDiQhI
zOTnpw#aDrE@nw)F(HA6NHVqa-xMj&3(#cS&rYR-P5t*eeEfHv<SrF>AX<^#BoTL<Y
zTUQN^jx0(QGf!Vu!kC0Mloqofq1-vdSVN^!Z|j<9@4d-E=knv9u2}e_BKvfL-#Qzu
zM53tAoLN4<&Pu?}0Cqr$zh0%wJLu<mB|ZCAVda&=mHUzx6*~F{s~KC7IYzQHE0%Jw
zmBaF^+$~E=tFkiIF338%rt<RUHJ8>c+nt?|Zmu1|qsFVV7uy)`jSoMQmw7ZZZMBb2
z0G;Vhmd`Y|+m@R5vi3;#$umzjRv$=9%r(&sV#o#1<$M$<9u%T4lOCt56RWG|&0<?i
z5p?Fw*ZgfZAAK>NveKReNxS*K`C&yCYxDMaSYC_uewr5eJlW?(tn-r)i@G3_#&GjD
zVJ5Evbe{TXJn&R`;G_05ME{bT>Ka9CISaknjCU-^@lJm7(S*nZ6(x5vHA364z$biX
zan;6!OG9nF(}EHoUwY8@y5rih^Cg)JH0VsC$b4NEB_q`1(Yd{!Iv#&)yEE2w`Q5XV
zWA_ezy0K^IVAbQ&xMQ&n8(q{_+j6(KsUHqCxsl=aDBt&Cp7-rE=kt-K_tKq4YqEad
zyLfbCR{yG`zN)0orSVNg5w8}6KFbMtkmi3a#^Y>=(=lJ$-A*QJjn&qhYSnr<olTCt
zzqIW6=FP8n?Y>%8T54w%#gGe>MrSKhkB7NG%89(4=zS^F=9ruIc4LL5Y>CzCQs)B<
zpQL*{&GCDb7kno#>}*=Vwou0vKGsXTY!~@BEe!O`^z#In*VEkGTwPsNjzkomEj#}g
zC216>zJ>}i1{Ay&Ud%um<-{TfYH*?r)nZIE!t|7U)frA4qB-<`p`iHOE6kP_X3B_w
z&p}>R94x+6SqzQzU4Ac;#?Uz4dkZSjz@h*~1%!5bwtw#0{h{X^G+Be+j=k&o_+fP7
z<Jj;R^som}r*{N=5&d-&J(q#9kOVDw$YfgYG035v-j@wDIv`ANI{=hU_w-Kv#hzLb
z%$W1Jw;pEkUO=hxKt1HUey{op;DoRAPKJd7s31T-O&y&C7=B$F02m_T@%a{R5%dKo
z=T|WMkLU{z0ftBX28av##n@Y@W2%C}ZKOeMR}G@{B2m3nADUK<zo{8*KlL7}$@ty_
z2yh$kJP)GlXK1VjJ9f&=i&%L<T8C`j!*ESU;>-FGLnA`JNd6ll6hm8z(SERo{<tb|
z`X`-S7q}e;>LAe<F;O6W+z!B@`P_40q7TvSM+Tv}z;tWL)Q+EA>Fw$0?`j<Gyfe`;
zc_x6(@=NcYiLS#VUAG3hUiJ07{oWcm#l3LIz_-xY+tfAG1s#VGK@i3wNO&?btU!2=
zKX2YY)C)KS4or~rTLzlp+C7PXd<GQU00)9P_h$$cq>Vv0>IvX3IAlNA1JjPa;J1K4
zAO>~}H$NM^^I+i0!~R<@2kLr;JAQ~pQ%?v`jkLNR9|aIa@cV0p*VG16D+1T<Ku_yn
z*URD7^P{gSKfL1We!#s@-PXPa(p-n@N;~S$cC@{Q2nA#(@Szt5Ak#;F@TtKZ0x$OG
zkNp3EfdQrwi4}s52fwroe}V*zsW%TR0P|qF0MoL-%K>-~E1+>dcyJ%M_s*SL&CPFM
zBarSP3|pY_^1B~GMIj(2;?8~1Gj_K5^Pz^{0b(z<etOtB@v3*Y8CZ7+j&EbrKqJK5
zJ@4+g(f%GbJJ$5&P~-0h8h+nDZ8_NR`AE}*pr<edAiU_f(AshAefI(I1tH%EP<_Al
zZ9z(9doGOi-5VWv#h(oU-Tnt7;^`j{_9uKOSor52;&F%l{_T1Hzx~|TQ8(PUXY6&=
zr#Jk@)`C9>p!Ng$epP*+cV2=Tx5vHrAN{${3mB4{hu-wO?}lC#gA)S{Lk-Yk18fZ6
za4%mL{v)9R{v?9F-8a<T+mE!^5WM|=f_w3JC|*PH9S%UeU~)j?rLj`dSaA7*+W|;e
z0ws(>31N|-Gic~0At#GQt}+BsDqaZubqxGGw$xk$HZIg&qa?v&@ACAM)%p9DC2v_2
zx-!FOLAZ0MlX0Mvby{TTlAMh7<t4{=ZhL+2c2E7wwkMBno;bF)Xi;TO_TlRFHxC_r
zeCE{k{rk3;mafgs-BMh9Wc8}M2lk&>yC%iW)j^SG$)Foi$U4#lC2=wGj2R{r@|x7-
zd%L%_oH=&Ax+>k)*nukTASdmtK=fiOxYH??c#OWte9hUj+$qF0fqvJ^mo#nPe5<Uu
zz);5*kM=?dN0af(j5T+-TGo14?Qu5QVxhiPm%fxoC}&Bo;7P4lCvG>O*IFnZuu(hg
zsC~rM;E0#m5r5l5!H#=FU1|ax%UsM7jZ~ePvbs_tT=CzSs5we9C^KbRh_kt$oslv$
zZWEcoM9)^j&)1X@H6TiukR<Hnao#*inuX5h_~3P6UO{ZKiP$Uy(V4m;Gj&8}YKhDQ
zFxEhtxXskT|7t)IGNy@{u`#AxtN{n3#S~Xo5av>aIP$_Q1rZialuZ|hR0j?d4SFw^
zh2<j9E6Jf_*<ZU?Fvwzbk|={H%peLeiNaqO5hh854U#VvtwP6Xuw}HlL>(?kheOn2
z$!gFDDv)MI!oZ?J#;TAd)hKukDnUyDiR$IYm&xhS<+NxNO?k40oUA5EN=q7}DJh~X
z_M0gMpWtA&E-T^EmbK?Lt*VF*_czi~#fmWI&d?)B*wAI%cye*3>Z>9=YqKH`W=HN%
z3ECFsygS_ae0uQp?1;-Lfd~C<mgz9k$r9mWzorsIHkfMe_w(8x7QH_<YhTi$-6@4z
zlM9xIr=~gjdTE*HQ5Z%{#RzA&h0!r(Daku3N*^9S*mdi2-_46x*Hy;qs|Il8H$?^A
zTvqa;X5GD2%XcQk6+1Xas%fT~S?$d$tlN9^{hi0}uHSmNv3gr<c&r-7MOM;Bf$UAA
zILZ<nWTo9{3a$zYmIQ(^8e@b)8>7(X7>vCX-jgKjB};HdiTdEg)7X>>1LbWF2FHD@
zu7=p(k8pevX<r}b)RE@Vp5XArPxqFq>P<J*Tb>$s{B)1oDV8%(8TdJAvLXu=DeD}~
zYy3S|`FJgH_sn*1%l8dipR;&zY^J%Qo|lE|l_M8M+WNX)H6Pfr!(3C7C5`j7HCdJ$
ze`$a9n>)vQ>dtjMIQsn5hUfd2w;f#BzO(H4iu5bFfwdv#wZW!Wv%H@!j(Alb{kkmb
zWpT*!MS;&3`aRG0eX+pjd7k&vY|kf|9#1npAEkNTNp!uP;C3(Br!FVFc}d!v(u^m0
zapxkuHdyE^)lpnws<YYK<xFnY)uk2ZOPB0VPg(Bfn5VCqrUVuU&8unQuNJ32$_l@e
z<a0aD{fMhh5lyU&CwU{zrL{b%u`KCPVeHwoz)k+PnFfl{TI@6%qkKR2viPWs06$YD
zB@U6SMrSHh<*67HQFOkXgfLZ1h&+EbdG4>&xxaG7h4hJ1mNc>rL(W2hs4t7vl#)=F
z5?3LJD-pyw1aXFxsDhNJoRla@N<>;xSPCNqc@EN&;@|ijAQBdG2Ka2Y56Ra8HiPyD
zz_I=NzVz&a{=(2|4NMErAnV=4aN9^*^I&7wVDn)Av#~Ddr3;%OoD7Hsv*D0|26+WY
zHP$zM+4#XwaK#6T_zUn7I6uMg2}@&NBZ!ATQ+)+w0!lATxxy`IxsxjNH1a{VLF^5P
zJor@#7JvjoPykNIq&eUJ@Ykv@f8&v{(c#f|{YYwA>*4Xn^&gumk;Kl<jRJcE0==)x
z#~U|{bzB^U#8*U71ZB8?6gYXXVZ84S!lIyx3(yy7NP#q`fV~HeD#m-S!|(wnbEo(F
z0Q7}mjd3Ie?*7kG;HF>S`Rn{wgdt4l1-@Sej^iQzae<x}#~_>mA{t<B{j1FQ?ZqBJ
zukPmIj(cOB=b(g5a3&zR938cg3-P}1`7pHVLi(vqU1=wuLEv+MLk1ycAXNeSwhXt7
zeuQSVpOHQPb+`fV5Netb@Pj6CBYj{t=pXKZ))j+8{m|-*{}1UI#|Oeb_}`D_{SjLW
zSh$f<%-`c)kO6@ZnulIL9lUja;1Zzk^TGR_!>!+#Kfl?N{8~t4c4HJ?1%dXTP6r@B
z1>t)`y(5EN@4D}gHf)%vUxHM(b!|oh&E9T+R&LPhVz}kRP}kFufe!dk{Qdt`=lyyR
zV4otA?*P&;`kOcNKmG_~)P~;CSA8E^p}o)h&k*E0{Rshjp~&vRgL|Oy3bM<<lLBqp
z_`Nlnp<@N$BFvN^)*wN`8_bxDjsWyRNgCkvv+l8*?H_=60c8Pw0c!znuR*A9&zs3Y
zv%WfTao_8DbGGH(k;X3v8@`2J0O0A|`?&W3pl?Ixh5pvP6K&g&uMCn;0`!ZF3gJ)9
z=N^azhhXZ{(7FZ5vPO(RKiy++vcU-t11MO)zX3Ka*#B^9eR~FfJqrJ~|Mzyi8ECsR
z^5)R^>p#1m!0_-@^=)~x<<;9$b=^1l==%rOLPZ`x@5uNNKySxr$IHQ&KZM?I5-Pye
zjOg3L@WnyCFM^NrPjD~4ehuMX4C3z<lZ5mJDG9t36u3#?@L>8C!D56Zu_BP}3tfyU
zG8hFCj!wiWNTaDZQ3_@r339qbX7FT$o%LC%0aj}lM((am+fk9Yu`q0Dnpa+wOT52*
ze6VMJYFv4K){3J1z13@;UBBFT@AkFB2RD^1iSzWx3<|ukb4Tl~TkW@R-#vJ6b!KLM
zP;e>ah34m9tf@I#wIavc%ST7sRaM1BRoP2R!$FawiNiXpC~nTry}4`Kojp5t7UuhC
zsp&#26-CyGMfXuva$_^}P~s}T{i;6uS8uvPO?2d)s>)ZJH(p)5sMy>nkcf8`o9BZS
z$>1rJ>Z>j{(Wo*}Tc*b?*QA%JQA<@RWh&$qS_)gtl@GcYTnMtg7VdN@#NoKV?JhU-
z^>zm3X4*NrDpATze=gmN$8_e<EEGuk6oM8BXU?I9*ckd-XlW3|sq<z~=g#0s%rsTN
z+OmmOG=eov+JQ-lF*B&iNLd{p<H(?~fBS{`>kRhXS*qgm^#~|Snv5fl>ZV3_QI)sh
zNSi{enY_5Zg18|Qt;a;E%Zn(>2_p?G6#i&f%u+znp<M+P#Z<tuX*dpDicP~asaQG%
zO(P*)+Yt06PcC$*dV>Y-BtzjF7=Up~41y|4R*faA4z~<x@M$QK(aI#W1{J3%FQq}n
zt3j+8Bs|Dscrws{1FtSm(qYjImAM8=JZ*-87Fk-GfY!r`7+{56In;b_mz{-qw|8&5
zw57T{Hp*L1M^Qo)TJM>V2mxBkxh_^)lf&<?FMGXp`Q3`FGZ`Vf18w&BTAYn_zn0>E
zEy@36uw%7_Mv01imOQ>#Nny9A)6tmdU6FCyVlsB76&)&Eeqr_2<IAg8rR2rfyK9pa
zI2b8Yu9ClnWmZt&){>&<r;iUmygPLF`h)G8miV|WaIiYGAnV?`m5(>BJ6~3^A}Ao;
z$}-N_cu8RJ?H#*&?mQTL@c7M{GpCl8RfYP;>8bm$<^2_zK`Pu}b>(1nl|XeBPaels
zj$%V5xw9A^Y^I|e*?}nSLXvit#@VAqT`(d+vX~4->S`;UgMPMGVm$9Ac;Ak4z7=M7
zJH+~$kKsu><r8+wm%R<H`<q_$G2UgVv_KveA@Lg&NJbFRd3vgq?v5LyBdQY<D<Yzn
zL?={bEldlHP$4t)d7A4gRz17@aHzfO%E{9<1_n$SDSrp6;?$U$iiKx(u6cgxVEvVY
zxA(2RvAOJi&5~!E7T0eozFU#HH`;kmgx!sTi08{vUM@?1Sr-4SIPz&h$kY6wTgk3R
zef0LbX`T)=xfo$}Im-3|G;R(sKkjdFI@JDpvj5AHwAU3m_wy5uMS3r{(9ThzCv&N}
z1{#~f1NY@*?9IvCmKd|#%eBbbG~ZZzm9y2=+@x2_3SN}v+{=qU8|}T(Mk`)cG@XGz
z3F>!6_Pr&U7YdU1rACx`+Ig_4W+W;2!UkJerUwPbc=;KrXsR-l%ymsowG4T33=#^5
zn=dLkS6EtDoQlG62qbkmx&e!4z~pIAXk3D<JPJz@N6BL)<?(nb9#0|QDKgMIl0YF5
zh(sv@0gK0>C9x7XNz@<Qi+B~<z>@$aOHlsLM;(}aN35X&WSa8VfnYc>R6j8M=Jmky
z7k!Ugdmr|7UmF7%6Eb6wCJWG1cOSqKKdtu%oW{QZ{n*nhxYmGX2*Fk`<qcvlEU?ms
zG(>0wzbF_%q0wj8PzO{eK@m4xwGk|V-V=h<vd=K<`U46ASVcM!@EHj<hKsd8b)35B
z3uqS5cXAuV!ts4-E1!^&GXK$u(SB&^0g1Q(w}7|+x?tc0=mqoz00s;O7zQK;HF)~9
zcoc$R-w%urzxmL6^<&TR&;7^044(LX_$1tZ>_+Bo$NL|T4Za#5cs9{@>r*#09R|<C
z^sXNV$Ga~~A4g2R|DUcvx@^w_2#!E<IS|Z7gk`W3L&+P6&+m|?TR@e6f>%(CV1a;w
zp`M2K9pLeX-WkBmNVho15C-?lXeYwVz<9t9P|^tK3rS^g$hvwuJ9;}HMhVQl(5CHa
zZ=FDxdNcfH^wTKxs)Zx-{ht5kog*YHa6y0(0uY6tEes?Kcfzl}*%)vaju)UW0PtVn
z=+vVi@TzU7>DAzq#{<{z4_t)h+2HN=;U<_t5S&X>TTWj=PM-1iaM0m)YMNmB20vc!
zdkIml$V5QPs^10GZE$Whm4hD!8Xv#!ygA$tEz<t1^G+izpckNim=O8#lTRDa{Z|_R
zpuXrHd)fsKgi+`&(be7Ei?q_~MR0v&@a@}H5OtwPTYddY0rv`65pWS!kWmH@@8?g@
z9dB@SynE<97<AkE-+`IoWzX2d&T;TIfMels<D`BI^n1AR^O=_6TV1cGE0(vrUY~6l
z5peHxrB|?ipyA8mrjMsv2X1xM3m)~n>qcA4k-nBa!=1I`y?a0R@0%Pj3LL-P5O@Ol
zW+$O?7QT{SV-kO`-vk3~IAi&BxcveEo*H*d+xP#|s=(zt(01!x!&YeF_vz2xCqQ5D
z`t~(cwl{BYXg~g}>zY9Ig>On-e;s^NhR28APrU0I?P?lsf_whhZ%BLPKe`e(4m3b4
z8^84i^1Xm#2gm52=3X>L421?!R|I^#;^OnfCFV+?=AuyZ(CB#>?0iYkQt+ZkjDrk@
zO2jecWRw_kYAgkHmVye6#3oA0V@04d7Yi?Jqs5HzG%E##r!=W{Ro2es$;)#C3sZa-
zrH14tho{Acq{oEhB}G*g<sI8mb7XUMX?jYSqrEAI9cW>3dQ(m3ox44E@88>ZpgcM@
z!Ok(m&0}R^(v_Oc_x9{LymaZNoa~j!Nh=cLSEnVHM1)3InkKtA>?tkYRa%nh>SDp+
za#0wzsJJ0T&W_7-Q&n|fv9wSqHDMuB94=TzxzgWfPfFtc)THVl-*hciUl~bz;oqFa
z=El%ubJaN|hHB*|8fAv6E6laFxLIs<Gp{n&s5DXCV576o(*k(rUZU@{DEA}2wreeP
z7OJyj>68Gnj0Z_JLS18dXjpY>YH4UljJ2f+m8gOi(vlL@z|G@|&Y;hoq43)bRn$x;
zMWU;!f&me&Br%UAG{=I;SR5T&7@1%o&yoFAh&)GxizS$Il|yZ8i({iVEX>_jvT#*q
ze7v)ngR-1DevTsM7kzmNV<uJydRWMdX)!QbEJ<}1PK6-}4qkv;S^Rt%9E6xjFsOJQ
zlc>lda%j>_DxOZkFeqqfUMw*ELL*}aY)?hY%b}<g6qO9O7#j4LrsCN0I1UxZg?@7+
zG?O3#4dx8kBvU1-A&0Cbk7wgWC}O`6=FKFE&E=7$jntIfZLK^V?5*{5P1$rq8A)@z
zxDy#4siV3qEO1ZZ!c(hP?JO!za(1<1^Asg8swlKGm!0S4bfR=o%Yp5`UqA8rTy6cz
z{Hqy3C&KN|gxTIp^LvmHbS1{)u(#y~GxZhv%BxLvc6m5m&PcshwD?$F;emza$Cqxn
zwt3&HQ&%1yKC`Q=D&05OK!HUS5|bAZ(<GApjE&0^;;!%9R)6yN-5pzRY+QG@rutIV
zvK{FuYa_$fMunFL`lZ>~#G0GN+t{o~PI`XkOxL4F_m3StR8?6SA64M(y2#rl$JsX4
zR6p6qd|713+N8LOh>%<l*GLn?2t&OrC;N1J>p*p7XL+&>0c(a5F%h0^CN#@VY<4t5
zc9W;gmCWcDrCD{0l1_&@ZMIZf!joR4fUe*XwwUlPhdA7d@jU5cz1~DMg@O&n%nOm0
zh-Fi9O>|1!?8~9sa(wLOh54I`7q7_6kMZ_n%8=ynGVb<Ht1Ff@J$rHO>^Vz)JsELP
z6G$zyw~F&|Tbh-0VRy}wGlw1=-g$G!nhUFnZmub6-n;f`b;;I9X!&8fKi>0vcIb`#
z$UFHFcXC6nrg)zWwb^d3UaBHprXsz|LH%Ta`I!*wWBwL9oOEhzHEQg&cX*f{4tF~o
z<+U@&d9|}yzP?f<Q`QM9<W7>zvNT*78MG%aV^?N!g}2K>8`B~iv$a01r?ZluR+hAF
zT77Tvg5@^GQE~)Vu{psMsny<2`%`0fCP!~gjoX@)x+uWUoKB+&i^_|lc(POrO+!x`
zw_wkZxUl4`<b^RIi3S=lQJ^3`2O}v$P+@9X8QOW+`}(>Bx!e0%89Au3breWk5`jS^
z&?zJ~nZ%MJQ1Q}Kk{pxD;LzAS8k<XHvM4kKk{m^bG|k^DNR00~^{EHcS|s-snNsXQ
zdQSa50C8A|iVN@qQ}7>qj*PuM(fjtotM0qcx^FkVJ=62{@OUr$RzOw&z`H(n9Ra)V
z_w(|CE9qY=y@E7Xm=Xoz1=SY}4+5r|B;mehF#2{5wFCNs(-44U3VIQ;nx-fUkN{y?
zKCBAF-tRZ~V>1Myky0smLI5gQpU!Cr|M1Pg$kl)J?Rdu-urYv{0fAn~>ICS8)G}z!
z)vy?72h0x$^dj9Q{<s9gvwfI&|8ab1;$8d1&<hwoeC)gYW$4=H;X4z9PsWED$KQ8-
z80-Hy-v9AkGoUYI@B;e&(dD^!FVHerO}_Uu{uF*jdPfIa#`_+?;g}qiAYO&qk3B~b
z|H(izzuzn$UimYma046*?bL<`d*1iG9Pc;*zHab%BhU-o;*d_qH=#`fU%^JEj6pX8
zis*q>Ye;M_GByE^E+m*C(A)bMxtjOYH4irf_k!Mw=<t8TI}K;Zv;`DYn3etk^uk9*
zxc9?294R<1{Ad2D5-Zq0eIp&OhaLm;J{Y(x;9d}Z-wf3Y5aMV1kbm3}A2?zN|8B(e
zvqwQ_!|2;{<IUTqy4J!O^0^h<FIA(Bn}=IY4s=0tL*(DjFbkL%*bH{XPhaA{r(Y;)
zd(t(2w{_%cL)-J0ub$RDef9Er$J>^HerTu%MS1Oy9zBGmy}cErP&mHu(t=|FEAa7Q
zGG+YZ=kAe-hQ9GfofDw$3Jkhn=sm?Z=mPXk`4)g+k2HNa(>iebE5QmV?p}BO_4c82
z&7S~$zvo`K2OfB`dHCj6T7J@VAJF%8=fyXjr@A^IJ#Po%zY<JEA+`s8^X^`lT{-~y
zGtkEn>0S6;1t@$9I9CNjJlN-OlEXScuV7B$FOI^`j?T~TM_j&rov#6XN8TJn(06*R
zD|mfdp?TlZk^0i^hBbh`0@W7~7eE(q7oZo=7XTRUfv?Xb_ae~y1nz+#;`)JCa0{j&
z@TDUKgW!`v{2K5z6il7{gFXjQ(fRyko~Y<tQPJ6AV!ug9%toW;U@>#?xcSlq5t57q
zm4u~{p>jl;BTrJI%d0SG$~1W;d5V%8kw=ndNn@eImz|zcsH<6SjOU7i=v}LGcdp8)
z$PLU*@JNgCOp5YOi11B{^h=Kk&QFRe&q-Sl8{uhUs4GupOGwx%Ds9RyxU*;9qXUOe
zu3WRg+b>wxFi=}B-^=&XhK=>dPTb$M`@;J52g^%$7A@SiXu+C{<bq(olE~m)rNv8A
zQ}pRfso6plF-c_^IWwNBy}GuYvYI)KsezHylt5V!iGE6oSyq;19<G&M?iH>M3(XAD
zG?ijG3XybD6rGg7mCw;uEHu(6G1IBEGv4U!u-?<I#9U{gf$Cx-^_7;|J6%mq_*q{J
zcRd#1wARufM~Uq(g?B<>T&2lLh8Fu4EWWgQ!~UWrB|)Li9JVG(L<cipQ(`7>?hM6w
zGjuRBt*K%@n(|(nOj8AEMU1G-ud|e8D2V}4$)PC_^h*#WLhyrv6vI--G9e&pUCGkJ
z8#kZYvSmj_NtVC6yB0@RR!j{y*OV@4$(AypN@&Z8>nNag=#p9tyat1yLMO20a1=<`
zz>86dSO!&^$D}B-<hXPahbGHGl9mZvrWB8j=d$r^wiJ^kMPuOQX*fA~9EB=Lq2lDI
zIC(0LM#VAYa4ZUzL&oq(AS{Eam}06Zr%RVoB}%X)=hHA?Xc1@1U|A%BI)`axVr*+^
zX`-!V#GvWp(YAPrV3u5tmC2^Wxc!AiwM8XMV-mf!jdWz`YB-V!g%+Z3v^*l>{>F6!
zCl8Ds-_^fk#k1ms8_C{RA{}l-+C5J4xF7FvF3`5t(O`|C%5r_R^)}|U0sa?r7o0CD
z-JX`WDk-NbZQ<s^rKdLTIJ~x|JS8i^!`H{e!i3GEi%Re?SZ_VOlE{ctt5@IHy5(qj
z+4-uf_S2_c?%!XXn2_t_l<nl0WMds<pciCfnCRxRDlhxtxl>QCUE02?vLrb!JJ37Z
z$F(TLccH&$yq!g^x7(hQMJHFU*u8ksip1Dd7l%}5yULjGmGO}ay<B2V^gLMdmUxIk
zo2@%%rqSG)eiYma7t0f=5w{A{u4c#X^tLV0W=Ba02aErjM3kt|Vjm4~xfC0GG|*#>
zm0=uJ#tS3jiAM#{Nb!2=={BZmPBw+10X2&k)vjH+W6i4E#CR@M4kawaq0?f*!|p@j
z=b6)Hdb+5&bC|L+M#@U=W~TWu(dTyVcy|8m-GlqiRj=Mtn6<Ak?Z*1D%PR^tMtiRg
zaM+g=cseKQVs6y6+^CzmkrxtucYByr>d=y9gwjYN>x{X3-3<488gF;fU2e!J(V{KZ
zVJ<OLTxz9NYNefTteT?54(CzaNN9bbnWk8w2wmlcUJg|;!OO$_GOUf^ZKoJ&m$}*>
z$x6Gkto-q+6^GMOVwDsvL`00|&vzmc)2*x)d3&cgIwd-}WcURI**Pl`<#F>+1W_rj
zypoHJS87~dRYlE~>Vq{K4&-N78tXaBNODBx5~Xom3sax4(46%2rI}ePV&WFNc_nM=
zxhrtYNem+*!%&WEN@5#I%Bi8r%2G6SS*8Ywtxo2sQ8+48juMs4m18gjdM~8GLy^dM
z=c$if`;gQi0p<4Z``iU`%Fc<NJs<k^eF3aROsD%HQFFX)SAWaiH|?hy-kxf2s~zar
z^${M$R|O%=0UQn!-4{oPCcA@8UAU2}&$OIgxOPnGgdi0H+ydeP=pu~|`WgVD;LhpS
zmnj{%wZElfuzdi!W${&9NN<2EGVsrjn3mtW4SLS<3;+M@aQK!efN%h80Czz`1h|EV
zOrfs;eh?)7`2O=m&*!0s6D?bzYz>OnCY4?!s&@^Pwt=7rWp1N=b<>qzP$Q9IKnNBF
zaQKMWT)`ua*nOcAaH#I%yVn!%yC%klkp6M}4L*zwfSCl^e|+pd0)_{Eogh;62G-y4
zp39?sPmxOYzlA;gD#gKiKmy2sLaG!YorC{8;Helz;(R;chzL|Kz%T@Q2l|Hwy59FU
zjrZQ;`!PVnhld>Ew@5w-@o3Z2Qw6GT|3Gh7e`i~ND-@N37v&khZ5CgidirAEMccc!
zu}@>*K!K0{_ulij$K_{_;yVz=_=o8~WO0Cl7ZlyD;nwGacLc;MxP3Bk^Y!41w?l0(
zS^U#i;hz=2*n))**ni_4LLq0*{js*g(7g*<mI&Ha!>RJAdDU2b)o{b^zPEML&+YHm
z;aI@%@P|V8&)({PyuWAY-HYCd$L%A}8(W?~e+GzKSNEi)xdEb6pvDU<4X<C<gUJDG
zz283-96tD>z5no~ap1$<jtR(K080b-8GgvFaOc6s&&S?OR;UU1?LqI8yWKBtb++7i
zJ94G<<GGekP|kMrM=syvZ{FSLY<k!WC0&#3_q6x^%kG=ao#%Vr9(dQW`$Kmv6j};q
zm-rJ*hy@)^(ea*3NDFUhjx%k%34eA3VlV8{sr?MB3+M}b7*XASKKhv2{=ZuJnd&P@
zc!2ih;COjgU)s^UMWFh=8mQ}d{}${GBNM~Dqdm~181|Up8w93bFg&~-dfhbC_-3dH
z^4XyA+?#=>-a*LIgHDTx83;ZIe6;Bw;-Bz2%$fV^+<CvwpZ}Y%2te-~G<q&hQivcW
zLX;7skR;?0Nf5`7C$Qw9R|SzRN2C*_<#0G@Q85xUR-=&hxNHkeHAf?DPb-5ESM#J`
zr{eUWn#zot%9O%%?+9O0Ya_0Wsd{X<cV1ddUUF1YsIRw;sfjX&D<w%0nopTKS4)-{
zWn*6w9$l4~RvI1?YiZ}oQ#B$GfqqY|Sk-Xi^!?qnXV$END6`7=n1w-pdH!C-;X##2
zG1d9md7+^i6nV0kqybmm#n8gn!p_ss+=8v7N2KWB3A&OvBOKnAMD*jZ67{r;?5$V(
zdG3e~J&+WAI3;FdfJd?lJD4gRuSn0)Q!TMJT4HOmz(hMuTRBdd8Nrc{V34BZB%`H8
z3ps>Co@QqvymoszmKy2?NJ~4TC4(5;1-7pH^A=xNzV684@|DqXVLCb<99opVN`R^y
zn02*9X9jCglPpz2^;kYyEKhA^3l57Wfl(wfg5AR-0@IE4+-PJ?2_Xs|Mb}fa3~~=E
zN-tPdRK7C5us9(;*4f@iU(Hcj!In#QRH54Oh=x?OhOCH+jED+ROpS`wWJv4qs9K5&
zDl9ogI+;rY)+KSF9Wb2)i!zg}&ZVmJD9RieB@SMZgXeJxT#huGBg16NFj%s%K)n=$
zNn|o)Su`280s-19tI(tk6y;2n<&8NcO*t(1lWAhV@bJQhY&jomV>fdUfMp2cqB2-4
zksw2tAu8b|)kWvq;l$(BxaA%$wK>@bi%Y80ax&fh%oG%rFl2oS$3tB|!`WkfLej-$
z<u@vd4#Wo3`rDoiwZ9bUbR*jFcBJjKV9PT;rU#r2HiOKr%_~;t6=`WKv$EY09=kCr
zG0VxzN6*5Pt!~Cq_cpQdHnBG4s<;`LF3Zd*OU<xRQ8T795}aMCQc@0-mmjNKzAJy>
z;gZrPyK8T6-m*G2KG(%H+tn@3#>QP!-BVvT&EIF$q6Me+?AX6;V`f}Ll&4E}SU`Sg
zK$?ehoP%|wwfTY|zr$6Pm$z>@ys~mlR$7XiQ>vTey3Ex5<%<thEUw8+$#k^#;xUXc
zq8f8&>dybgfgq8jtyp4jveMIbwTI18JHvck#b^b5khEBsEGm;Hzuw;bV6e~e=+I4`
z&aq5+JF)o&vu7HM&39$U`DrTo=&Hpy*;Hhv?BBfp!L>_!wr<kZP!*mxTUrX|;pTkd
z?CFz7j~MIe3jI0@HFqAHME10@S(cao`23}oyALky+P%G`xFRm1IK*pNq~Ge;pz4H>
z+U&T?OBdc=zUWF(`qhHu`-?NKW<~Avv|OUeh>;SCl@hAZVOCpfuCvsrFyLl#WD*o4
zlUOoIJaW9ETo{|^Nx?cui&^1BOfd6xCFWR>B_oVAlN?MV&2;^>6rC9qTauKmEIv+G
z>p*tqrLwYZaq)SUHjXkRop~a9A}C9uoS(M7myUrB_!IC%B{G94OT&pmxd25&*)Yg2
zu6o_xE0><uJ?VJ#pzXx5yM+boG}Z0F3nL~%r_+qReA06kY*<=#uyXa$g-dotrmV1Z
zO;$AuU}<~MHQiWxo^)*&8J-1}p^ui=5~rw$%5ubsEJ-RymZ?NjQe&#92)GwKauZ!A
z5T&<oACxa4+>4|J?SopjcU|ZD-X0iuyK@5kb^W!7zyj(Ypzqrq18-{jn>M{`-wMC_
zBDfz>1rLt*T!HQtU}v3v_2fhEpVAuy94pWXfpTF*py<LxIV|uaknlH`8$Ks@fx6fO
zR?U$iFpNS<FF@}Pm0mt=A|fpy@mE#wPYDmx-=1JyfWGh$c*3uhZivtaqzZh6^uqYi
z_j&O4r;fcJn~-eY>Cg+p4g$SxhalDr!p){%c?Ag=Py~cP8sIs|hG5cw1{1>_WA8dA
zM*BWaOv3gg6~7-G9f3dw=)4A<?@ms3UPCg(j!bkOLs}INwtWBQe{#<tWSWij{6E^h
z0xrsIfB)WHU4!nSrfDV_1{k`A?ijjTx<N{m5&;nq1S~9U#qL<w)iu{vq<ctF5Ovr8
z|NG9UYu~;1{w|;M!Et~$&z$!;&w0Mj1MKm!KSp`N6(oI+$Bzx41~VuSZ6cHrqNznB
zg2<xwL=OliVeJ@%4ZMOlsJVmGlEbiH#5@Wr<~{)xKsv#a{0N9opgav~mq3p4VDup{
zz4yQ?Y_fgu#o+8~#9Z$G9{2JXcp&`YX7R}6PbwKdz8U~}LCnxQ`Sk9@m5*`n?eSlr
zv<(jXJ8ovM9q1Ks2ayaigjoLOUOwLA^C_6uJOwjAVEh2&AUP&{SBKuUFCP_8KW-T7
zzxi3;{_MYiW8jVeO9>yGPqzHG<~v{i6G$i?c=oz)a&CBZd~l$@v!fG|79k=T?AHMI
zf|?f)FErTcmwSZU2c-Sf%Rhe~dHn(OeqeXMM85}~zB=AL&37c@<6Z#0=lc6k^-P}W
znZ4Ni3M?JKz6=;+K)+Dn_VE@DcfPnZ&~sztJ`egL3fQ}&zqgM)=p4J#KJsh#;E9PI
z#Mc*+vXN>6qy_;I$@3~eLBn$b1P>q2I+2kFS(x}-$_rqTuci4I4}W$S{?q?{o%Q8A
zJV2fWEDX(cRs!_pv%Vc;w<l&GY8#w%xINQ75M9ArE4c$+zQFwsJRcaJ9UGq=1#H|o
z)d7?*OfbRQ91femWB^^|W6%r7{J+4xf`SW#gn;Q?EG{k}EiEJ~E25|%hQ&w_aFRqk
ztcgp3ahWm>rGiDNU}TjPP&ky7qPRFpPzWap3+@{BMn=B&w!yCU{*IRZj%L9wX7Pdc
zE7Ajt(*5Fs*q-)GGd)#HV|uWkYf^M@QdDrLmn&P3LBnH|B*n2pLU<uzl9Y^zvYH!H
zKitYb#?Cp|%*v5OrwB_}5L7CbB<wA(Y+1IvE;Vg=XlSyVYlyjNgtcWsNI-p7+V0Bo
z#)AAvM;9kOBM)QC0JdF>liLy}*Dy;fKRtan64?%qH<yvNQ;-XzQ}V1W8iIUx#7FH-
zjy;;4@^f+C!PHn#D#lS%GWE3zEse^Ztd`rDE&=N^q9O-_a#xh$C`kIs2>Oc5OGXPe
zvuUjy%SK1jGVs`^k>V)iRDHt&dzYHfs4c0PdkYFTrle%r+a#JB6noj_IvR3RrTob9
zRUwW|3BLKBmT}gG5o}W*V`D3tu8odmfNO-WTfCWpkA|`d*f`0EsWM0=uGU_Op@~bE
zq@@N&M!LFr80tGQ$gWJ1D^t^1Tg{e?GbBi9qeZpQVsxAYgD9h;hSsMl8)~T=Xldxt
zR2iB?ni`g(tVmXprzpwOl@*xkpxRXcIRsrz5*k$<3?EQrby<?SJV`^5tbrwK;whR0
znkJsEf!9*UF;p>n>R2<HvIT``tg66J5K|KTr<%w-BPF>Y8`Cwp87niAt#!0<65`T}
z1tkT9apF>B32_|}K{pI)skuRYc<}zh!aXZWs$!Ft*t!~F)v3~Wwz^KBiFKBzUv*3z
zpkfFVu5>c5vSRM^wK@~yel6AaMiS?IsO>?H*%o_NorzWvLnE84mZGVdrDL$l)w|fk
zKhnh3T7#)6i6IC|sY@u3P#6*l?P_S&RJ^jec%{3ci4}>O!tt(6&)mIo)zO-|BUNk8
zH$cJH{-2vRtO|=vb9B!2@=0@Z_cJyQv$L(pOy9h^VpC03S;5jk4;OD6c1nP6hM!NU
zrG>wVag?3iipZ#gwRLAVx9qB{tVm9dvbT?RuwRp!vbU<@^oFJbRjW$EgTqY?Z3t*1
zX)#MVNmpfblpZbD-W(Ej*GKtpSrW9?-!;pa9;T|mkrNIj$d*_bwD@}-jEme9=$)WN
za+DHfE%<>Yw7^jn=b=r8TkLINm>lZgP+4~EmkS5>v|5-MOGt@h@mMc!&hZn+jvPMZ
zU}q;KCMGz40S+baVe3$}Y{kv97dx-tI=gdsOZm!`iE&E<z0*7$^Zh*<Q)BlR=bf)v
z`EzyYv1J*@a+5DE&pe(Mv(C+`Kvy%4Ad{>rUu~tg-qoVU)?gWn6iq}0DvF0I%ZI6=
z{fKhTijrpHi}VENF$L%8iY+phlW^1|Mp(gRG56G?*=Z0h@d~DLQihUZ0d#6hYU-Yx
z+-w_rccKbQP?SD@vA&p$1%~KA)-qEi5ribfe^?~`ld#AFF@XhQXgL*2bC>MwmFLd?
z-rGCV+xPPNjou9#k3>ZksH>R@3J^tvRh5-Zon7N%6U(#mnwA!BOv-Kuj$LW%nPy-c
z$z+FWvqM?-k=j<lsw`JD%}P$wL{eEt7)=sVP!q?%8ipo;Ojo7R`M4LTlGi|?jDmv}
z->zy8tgu5B8?35Na&HgzpB?T!_+oI+8-#m&r#O8xvh8Je<IC=KZ-!dl;bA~i;MO~E
z1U$PwUTx&FZ4*;at1|)t#2^QSFF>$-Y8N0bu)EOsa2HD0K;ZzCFQ^^hcfNe?zz`1)
zELhuv>NUtg07WknJAqU-eZI{7j->slTJ6iH`Pbe-bi4>!=B=T_wxIzWeGSD~a}$3|
zKX^U32SO-bcUD3y1!x-(t0IKyT@9fX5M6;7j`6Z+Ki)DQ_X6TYWTNjD<=-I_9@3uX
zG08k}1yVot9$CFlUIXi}Ke#)1<va)8c{@N2`}=Cak9YLtYh?S+hG!?9%#B@n!##xD
z;z^!Z7qlqDhi1m_J)ayx(hR^?msjrtrTGZn9y|fENrWGUYB*r{$J&5r=4Xw4xeK_z
zP#Oln5(EQ~nbkYq(>2!FKKA74#M6FoX`LN=`5La?9Pb`|9glsv&A;;w@6sVGI$S-Z
z3w*e4Um!y$odeg1j){jr@V>{r=b*0b_wlR$lJDgo$$Q+(H^=)MXTf*y0AuI&wR4Y)
zcy6wc-PZDFf5WTCg)bhh9`C)x9qK_o1mF0Ae*S-sd%?e9eC7=_<i!}M=eq$Qb$561
z)x6)o=6u{c{_^eB!9Tvw^zsobh#XG!j9(h)y*6^6&-7j#=swmx+15FCr1LenJ=_?4
z2}<J|1BhPYbl0mR9j`$T3?c{k^TVApKM(X>A9;9_i$wJD489)rPWC{1H2&!E@Rh#q
zwz2Nk=Yu=uxI2+`D4sP6K;QQ%IoDoHb|W7UUQYm>3?i)hRL2fi9flDoZR1t9eae=8
z<Bt5hZ-31CB4uvi@X)&!K<~$zC_d{uICS>Ki@upTU<w96@bGx@@#Bd{K=AfF>juyZ
z*=-ZE<6|?Uz0*A~k%aQM_R%NcZT_9(`Cs5(@N<xplY&%YMMY^0MjD5e#^a?4U`K$J
zz+uF&3L<D(VR>mmISB!jn1HO9kfMYbPFhA)L6NDZ;b3Cw@8lfe#fjj!`8lv%&2??`
zG;H<Ny=)j>wlo_9qOGx}pF7*%%hA!s%-+)2&5rG1XXR{ZW^1Sqi?+I|s#G*qT^dCc
z7N^K4*wUCjCYC`Kwl3QGWHA|aK`~1e4OcB4XPUMPo#D>Zan{lTajYAYk?QHbu`vJs
z@gse|UcR>fz{cezK^E4IRIMm$yA>f}n{)CuW@P5Nx&~{}ZRKRWm5Hl3Zf)6VS68pR
zP*Tts=vD3R009=z;KeFu>pE}OwZ86E9!|LyMu93gdudS%kwt7VK@SDV2qjdyrd%OK
zwuma1N0LucmdRnLHT$@34hvl6=8|q|7DS;X7#nX&O4yZ?RT1c2?CDSw;$9o#T*fhP
zh;X}5op+_NWbd++%E-W2JDUg_$L!GftjNq@_c$BVAT5%U62?$oimCvB6t8QnZRP9e
zAL<^+VLMnebeR|oLte%Vj48;<Y)yixs-iAViiwjlP*XI}#OeU1Rl_hf@VXRbeJyo;
zx|$A&sHKLXD#?@a(wZ0v4MkB61tCpE0WwCAiW8vV1V}hR4V<t#UQB}^34&g-ssdFV
zr$r(%$;x^Z6@3UDrl^2fmJUHq2P3VAm1fF|lK}-ON^tb)C2<kg5AFN)z}~FT5Gw|Q
zjw7g`6g6cPb!27D<Ya<KDrN4DEy)Q7ii)-`TTv1b8)@xqu0q$tlI&<ke#X{IY@L^S
zdRK*oHbw-k^LK3ta6A;{aVah6;qtgAh0(ty`5X<h-{fFeVL;2FsKhH1BM8K34O)hY
zb-J}{w7H{~z7?CoVq(+@!ZNCo3T(P=n3G3gd`d=Wq&b;pq^uU{;9QxM+E%mn=AQlC
zr_YUEx-xP3x2rAN^S%5cO)Uxof{Vf<lRZ3_$HW}py5;1~*3z7;2!9`rgRQ3(JH){u
z(2{LWp*d?Y<6YcWC8q4Is@c0{ZEaRgx?i9h%fLh5Fgqw@ZBFja%F3;!CB@NEaZdIe
zU4{!)(^r=sWp0q^Vp|s*cCK#Klf7H}kM6m#p=NEkceIYWmG}ZjDZyM*-DW?J*65H%
zK&M8!-pW`@88J2*<*TO^Xl~%5&#*Vpc43>uMh0(O->_y)rG=G+il!RN#3(K~>D<p3
zPoFy%9uY|*k)^~XvGQmqE4yVGOONf|fAjpMUyq$UzJ15$RjXE|r(_5F=Y<3`WTovW
zD%iCme`j9SmXx?H2~oR}muw36FSaty(xqhUkXKq6?T++67$3U9*JXt{D@<9@8!a8G
zjt?d&c`Bi86{PjW1nB}lQ5Hi0w}_=O&O=u#+|Dw}*~Z_}n4`~h)uPyIsIu``e<pKv
zWK?BnxTiWvYoU<JKYmdE=K_|Lycu5AOogONP*s+amlKkd6qFQREV1AxNI6$FvvAGK
zDL;Mw_j`{<&tH19w()?MUox3$B`r-^yoj)95m7>ts-|J3t>>X*;H_)o&$0++vBUH%
z!&uf4MvhC&J(6sEGt4~`X%>E}`mU<_PDG}a0?9yHi7tjw6GJP>;8hfqRQR|TXg%H{
zIDi~J)4LPIrHGhw;_1{xKX>FQcktHqAox6hJ#Xs=#VMqKK|^G{eEq}dK0X`yV!Y#H
zzJ<@W0Urp6sCTp%g4o_Oy+{odkJ|0!*Fyp5eKPh0xL+96zY2Q!Pb+wgJ%0`?F7kya
zdZ(eLeCkVD4AIlR$F85D&F??r`9v|I3g-Eq0auAQMa)gSn!GbNc=T0Q1AtyYGCa_`
z8K^u6CPqMSPb)+f1IzdExxe2LLKp%tL%x6E3BZTGaD;#i5%Bgw1k3j#8@oFP>fE7i
zh~5C~&PH0H2=0SB-23f+9f|Rg;met4uU}5SdEW7gd*byl+%FzK2DOKyZ4d!~q+d-A
z!PVonF<_w~6aaPsKFr8%1?Hc-^$oa5jDZRBH?uSNQyVC>0l~od6nAuTWO!nT3yHYk
zbvO3{a%|y7!0q_{(f$WN<zG7f+~hmB7b@By!|TELom=lK+W0<Z_s8z^Pxb)W`<=SB
zcSi-3?+b9NhJN??^y(Xj&GXY3y*Jaj^=12NaC3zS10=c{dP{rp%;PEuv>ofegFxSJ
zd;y#Hf39=*823U}-h&7C?%%&VFwplw&HIgWK^SlNEWoE=boTAf1BhM2cbHy2?rrOs
zJ<~gUd9dU9$X!0u3!oP~%Jw}4`!WPM1M~&H7yKnUxzqOsr+@8ze!OcIirN7BevEth
zuC`qh9o#ACQNv(~)(%$B!&lk|PWJWfLDr!l^M#-Bja1a`L8>o@PrewrhD^QrxOWOr
z?^lp5f_p(d{;Bfn8+YSBd;4S7cR!e$%{?iD$?{)|MDJPO>F!Ohp52{!Io$WG3mDzL
z=Y1nH!;`b)ld}`t87|PgUC+8e>Hw-CaK->B5wHXwr&N4-aQ_S3tEeD@Rz#uEC=6N#
zi;>1+rLb5@EJhr34vKO@3Mc_tsYNp43#CLBNDBQVEwo5ZR0J=BBI5}9WU8%!kvrSk
z+t$tp3Y~1sJ*|v9EcN^x4C4aqlEWO91X#y~x-LzPToMsr#M0KLXgILVLFSN^n2-+<
zr7=sE1Ox@TxY_F)(=Y^*EXG8G=AdKfVPt7b*CR>FVde|q76=kRySqR@Q&hqTuVe!h
zE`=IsZeA1>*;ZFGc;(lb2M;>Wo!eKrI>M6eMx~`WIj>DfI95?{sHC{u&o^3^=^zK@
zRQMV{&hh-LYpYit&q*(^fV5dkjfdm*=#YI$F`#+a8XdCM&vUu0MUoyPP>txUAY&;e
z#FiA{;N%jhgq3FGIt%rcI*Peu*;F-DkumjPLfEma#Cm^DrkSyyno2mGQXS;GAue*2
zk872m^Y-M>ww&m;rBSDfQ*Sqy-`-exs$yAVa%{YveYCyXs?@@=^i?75NmfQ7EQSwF
z!$FN;s*Gi+;B@rqmO*Y|u>ng$Tznl^CS+N8Wf5T}TFy`jYd}P^@N(K1X(mC|kVG(|
zD(h<E8ERO%Du$tfXVFwyG!<=iEL~ZiPDIfO(saB89V1Fr6r?FG*2W3y5CpXGi|IH4
zDpn9N?<Gi3m1O8D3R>z|Z4H8sCQ(mQiKVGzprNF%g4M;z>SAOJ@v<yMDXQ2aeFaH>
zLndgd2d`e9ym#lo+O;JKNvQ!Lk#62$_AXIYHi>MD6|VLhmqcvKNNq|^E(wcVV&~$i
zXKF>#wE{~n6UR_%*KoE&yq#m7r$<$Q_xdoOUC};=V|~C0`OfmVJ9$xOquqCMEZ17;
zl^JRk>M^pk8HrRzEKM&?*F4G6Im<I7(=R%K6BcOW&Zg-*>YHbV#}%h!WrRihTH9-3
z2uv&?)Yh>gIqmS;#w)G6uWa9SbLYOthmN1BYfN)?_t!H_c6Q73_Dgi<lqM!$*t_?_
z!GmSFInlv^VZPp>?j9kIE?!3FrbKlcl2$Uuza}$(Pj$nt)%BHWIq@8Sdu^6AjTvI^
zyfi$zCO3a={<0OZajAa3k&gD^cGmH(j%ggXY+sMM)VND6O}%H2j$b)<Z{ODX#PBc!
zs*%J3ODVxD3;pI0-(88(+Y_Q!2XNA@O+85}9yE<)510h`#rt{qyV%;88hE%lt|(eo
zQeGMu9^&fj6&w?_tgQ6liQ}#N_JzkR(P0^2umlw)HAh>=)P$6#n)*XK_nkg?<Vfr8
z4OP{pnOSKeq3J=v<tfRvnVC?yR~;8y7aLO_9a$d{TIIvZW1Hoe8Lo7+ZVvQ5l#vLn
zImkQT(%4@a=Z2OGBC7|}$?j^()>uWBv;<W|P;K!-iiEhCnu-fc$CqsuU~lDbYw2xn
z?5xAE1znS>iWgHS*ULBE$<0h2OZ>-=ijXk=k9jmP6bqwl2)I{;q=8Ywp|G-2iV_kE
zq7rDlik6L&e@b@Qrq&ZX_MI=T*c=d^O=j3h$<idG$ReWZix(>`5>OG9poq(8iODde
z(fU|*Yc+-|#lVMQ9?Y_fG;xi$@=0TRrx?0K8$!SHNwD^fGj$Eowsa-X4P?RF1E(yF
z#q)75LYN@#K*(AlK%?1#gHwIyCkF38zyU0LgEQnXx05?`ZG7<LG*Ugi?F|BVfebwO
zE>{=+c67(<;oV3QE*DXa!V?FcmCv6~KAVPWd@ckHLor&%SO-6d7MR{X$YSI6fL#N8
z2Wl69ZU?vH$>@{zvG%U_Df6F==O36}03RQ6Zy^I07U@Ci##<5oP(;Sl)4um-cn^C2
zCSv)ViGA~W_Rm*Se>`uW8$9x|YyGRv)$f^JfH6&wM=;j_k3ew0UNPIzG&6YN#dtfv
z=IdMd;al&+wL&h}7epm;87Del4xM^E1i=%aKlzXba_$9?>fclOB3IxYbf23=vO;Eu
z=eWNhX?l<Xz|(JoQN!HGQHbF~$T7ZjfuD9Udif1^KQg=FS27L*(mo1$<FDcQui$My
zga$+b^AVupL5Kn}l<(^hzIx(+^G#%S!{g+?g{uLRbEgK|#~=PacJ1c)MLypP0Qlb6
zZBR=>eGvS@zuecq&G+(e<#_vx-b2tgUU${N()Qb-O^D-1M>!zj>CRmfy_d#@IzC^b
ze&6W<_d>7!ztZ=DYaE0EgK^p9%<IY7*I-}<5y>}iUWYa~(D&t>@zV=}bWT3*<<7i4
z-~X16Y`_1#tz+hF-yq0z!Owxu^ztz+|E~Z!1M~&819(C7j7@iQrydMVT<RM?-aT=+
z^ZD`a$)6FT_|XmS9gvHIcn0WtAno~1bjTED?Ec;1E06n+_4e(VfHkHOko&?y1`xlX
z$pJ0;9>hTrG&vt|@7H{K;R^Eyjdx}U@c+-`0`Kp|fAjBq*7quix?eo5MFMWVsDuU4
z)SHpxGm|%m#_xmW$ncB7v6rKhFUQ9aZ3DspgYx0dDB{@*WN*iKI}|t|TCcBt0bKx9
z68{U_i;@;Ynv5t)Mg%1z4B}pti~ve{F-m%otkgoJNiLF=Tr4XgASW&;CngNI7b__Z
zRp%7E5*bIN;+5z`Wg`mN#mp$i$E`R$c1vx^#ltOkE*-dgx$VNS)(!Qm;-f=pBsEPH
zr9f{^^~$mfCr{kHcJ1<+vnLO<?cchiretL}$Is5dl&!6AM$<7RYwIbKG-S|3VJU*3
zICi0s>_6r!3yNB(ll;vr65KpiB_<xOufNrHu=Cv6Tl@BG&dbgB_KGqwj<+zY3JYmT
zOWB^0))XC)Z)Y7&(Xf{kbCZ+GHfGguTp+A%m6LS<PCgJXU*&2CYKQxcHMeRjw?v2K
zTbYHC)%;b7F-)x}Cf!Sg=uX51Xb{s`nhkD7d;CrJ_!{l-HfixP-yY<6I5~7*Vpy$@
zOR=*}v5VabC!1yVmP@USQj8hp?(Fj=8IRVl{C#cVua!$rtw=qT7r#3@p(Zjc*2*@_
z(m5wIZE0jdkZX#YT`~tMuIv(xSw321Tat<~+t4jHxv0Ku-J0c9siCok>QrSh2~8Pk
zs=O>sL6(k|rDJ3n1Vvpng07|#Q-h$ThNCE>X{uNqvXYJ_o(5(PI4K5Enx%>|B`H{v
z6)Z`zY!b?fEMrBIw9pVYQ4=>%m0+n#vD8p{>I%B*7#(%+P{nE~p=o#pDn^c?Aj8DU
znX40R$*T5b6;r&t`l27HLJOQps^!t)y%)~C?d_Ym^?T2yUpp@Rdhg_gt9#mh-q>=k
zuJ%kt*~zk^jVZ}Vwswvrnw~sfM?u+!X5ee-mf#(c>JuJm>l$fgpXTgb;^WyA;lCrs
ze^(^uV2s!4<iMkmZcTQ8c*!eRlrl3`gNI9_uit79pJjILu?E(uc3uq`D_Sd>wpKQ8
zD63nOSGIB0+FuTx2Jn;>8E?hZCyGl`<j@gLZq=DN2WlI(7MI66xW-u7*C%H-q-H1D
zyKoqKAe(WZGCU28Q~iUsgAigzYfF87^~#mS`T2Q?DXGB`LDtTu$`mV-PP$)2<FfL@
z&D)_h6t2n)iFGw(n^AOZnMQuLE=!{mO473O;}Wx@Vlu-cvckjjq9e1zLgG1YOG5)T
zl`K2jTz96WaaYBPr2+0pO`^Q04IY)_#NM0`d2D&k`PF6TYb&<qq{UjBMp&7y$xhi(
zSGm1mP5JU%FArx|cc<)voa%<U+6_&0n>W^O-n3@JhN{NKjAexm9vm$_19dW8TSwo`
z%_}A<E;~JERdM--`sT(p4a+if6T)L6d;%lA{F8&i(}TlPeFJj>Ln>n9*Tlw`1qLto
z<P^9#mwI|MMucsHg^9G3mbjP-FVAEXBR3-60fPx(Xa%!a9yFSbnwk*~N0&hn1%;JG
z#dV0vW;8lmhiPwY=wW5)YHDmk(qs{dCd#UgbnQrMhY(Y?kpe+^zM%X+evtjgkGP+N
z$ubyYvbHHhUrU3oO4P()RMB`%Wldd{nUimL%98Y=CFv#Jq3PPjZa59d9x=iw8RC?T
z6w!L3VwwvVE6rO-oWEFkktj)0L61nb*VOgYWO-@md#SNFnnpehs}N(?So^??faJ1_
z@{NVH+w)d$T#{2};}uFVv`|zdL!st7-21GJw@SEmZeYjr{$pc3KlePn-rMyE3cZ2E
z8=f5M9q;TIz0)y#ski?Sx36`kAM7-@BGC6)8`36r|1r4!^}u!ryg(i|Aa3NjC_JA5
z^fL;}-;l`#pcm*|z`a220_X)PFEprJ<AYuRz>h{BLF*dr1PlyA_m_h@@H2d-7nBXa
z^n%U-qQ7`W9lV09F<7;HCx!%+0wrvqrv-fifFd3u`Z}uo^!ffdibKxg#q`_@?we;1
z-*8XA>TGz`Uj7F1DF&N)++EX~j+F@L?cDqV3><(s1*_g?pKBxeIPm*B`p!=w>TZU6
z4TRPpvgMhVB9<D!0M8Cz0I!B`{UKa|cVsmnUZh5E=H+uP62r&62qAjk!nE(wjfW3?
z4;z0CoPX^w5UmJQLLp2!atr>gAiU3S#Mid}?spK}`|Z>=z6N9HS<i!s8vuH5jGyD<
zUT|{gntTj)zR<nDv+)l<g5&3_#Now<H~;mEiS8GJ7iYR#!N%cDS0#Uq8(bY;b*`D|
z*f`yDY+~feSE)$o{QtMO7eFsWON;^IJ_}u84!np#(|h&m<ttY%_x2)A&fkH)yidV1
zkmx{G#mLN`=led<;(iPL@^SCQfu7U7!+fTfuVLW-KG4MgeL>j^(D(M>EI{Ahaqb;%
z_pd`87yA3o_xE2K>;fZ*8zXlhu%>Uk7xGQO>KX1Ppx>dX{wL#)?}6xd_{zh<v)%n|
z+yRjFZb1@rV5T;{_x0eGmxFEKmCe6FFn9RsMMkbLGGZV}7N6DIemVI37w;gfFL$V8
ztpC<z_wg4`8a{D8<e9)gJuE=q+3qb<!@rJ#Bl>i2@AKY{si&ZJ0FD<*+Yl@4v3roq
z2ItP59O8mt>}!D={B<-KKmQlFS6oy;Ty!z7Eff=7ASOCrOmv>O*gQ$GdD0T|P?A5%
zNiPOxcr;2Bi;}>~NTMYqFp|<llmbyk9wRP|lR&A-qYcRve@FY}De?O^*5AE!VygGv
z>#_E!{<}9W9<44b;J7+KIg|<k7Zn<^ebc6%_V&5y=VJpyz3rXtcORT;JGv}0$IH>p
zn8BhE)kzp7bvc}hv?5U)g%J=_SRg1jZ;`Tygt4-^kBNDPZ$Mqv(xVNH=QeL{tFCTL
zOG$UIjbv%Z8S3Oa+H8u8+LMvo5*xWT(7V*hCc}UkqKpky!er?)R#+OXurN&1rf_5>
zLW$^lZ@06BIgdB2ySApH*3T<mm*K5M@KI4pFfvFqHTI{FU6qwQl&}ffYU_P0PlLUG
zme1wvpwp>-ZSg)kqdYf-xUCCtSs(7ZFC%_OLU@sbS+*Io#L;BO62C`HWy3pb@6|0k
zmAj-l*maG!-MTQ}HDMw7oPbof;3Ur_5iap=mQnWR@vaV8jy8!#dcF*b15JbNViUBc
zr1`+sV|zF5E6pl0r|aWIrIo~`Ri#mya`IFRnxTZ(1~Uy+qL#XnHc6GCp+r{3Kx1kW
zbTn{uf(#V9nUWOknM5yRjR12}pqWO1iHe^g!CMdQrX_1nk+IZ}GF6i@Qk4Ot29~OV
zjtZJVRMf&L(9i&SQ4~2DCR*M?P04|x;YuS}5-@7>|4Cjr&yA$MDkA*Jkt1(Ad*1d9
zy&WF^e`C+zjy!wYIq>T4!{=9j<DNdzzHir|l`B(S+^p5WQ%+t(T){|{;izvDXy+Yj
z&+#&1`xuzTSli}#xYmUFtq=EU3UF@rb=VT%*z9gzY(y?JpjJCrZVd}Kou7N5wES>E
z$>yZoQvW4o;VIio*6yv_+EUT9VP*ZsRSj*McR##*>z5;Ea$-|#StekOWkz8vk4xUQ
zrvAi+txb6=TxdF$1oaGe->TS@iY3W8KEd8B69*d8)5tv8KX_wBb=$Tbd$w%d+|*pN
zs<OPGs5B!#J!pxCp{<XZQ*lCW>zYmHcO5^w>)5vH4JB#I!rg<MjO{F$rp{*ei6Ki0
z({hTl@=KQ%lw{|YWapG-FU?JekM!~kb9YG(4=zZES)Q~cGa@j^(b7(r%p%BHtK*XF
zEh<BNo8zOlW~c02o>P|+8)a(|<z%yVdG3yNHBB`Y%k#7R{k=VXIq?}O%PUvaZQ0zs
zXLsZ7UFA(p@ws`PVG$P2ZraA?YBVO9!D8DwdvN^y{6ZqbV?o`Jnv@kB5b5O};N=$J
z=Mfm@9U9^h;BD;^XzQBd9h~kJ7|FH|HL{2@WhdL%=eu)?ef*2P{qkMi6D`<&bZrYo
zteGO#gU<BQGqk5N%+$y%q8eEat0*8QFDR~#CTOdZ_2~>VeFFzJ+s?#PPlLoDDjTYi
z?6g^dY<nLgHVdsxTqK72#{#K;{3JV1NLdPPNYgW8nQ7Bl8XDS4YFf%<7R|t#?GhN4
zm>-s0Xv2vnu^dF?sRA-&0?ATK-_5|(N0;TUtZIgmXM)w4s5D)XXriv=tZN>`Vuz9q
zy_K|G&=fm7!<l9gVBwYIpH!Mv(bBNz{Pq*SZ8?0Yyty?nA<Mwl6;EcM2+ALH4sW=-
z=LU98_Z;AM1L(c+@c!+`j~|V2hhXIzlJ2`FyPk|cc|3ai>CnaA{v%_3tzanhn!6Jb
zIUvCndqA}IdT{$osAwC10QJ-_o=+fV2(v(?jSf#D#r~jY0MHAK&++m>FA%?gd*PjS
zZaWl1fjuvvVgS8g6*&Oz1raL1T}Y>Z{4ZdAp`aORJNS<zAZz$~NO;U4sE;Sgh41gl
z-hTs1eS~MmUpyO`op|(W_|%);me)@!0O-D3um<9;r*7`aN)T|q=s*6Pdza^0_Q_rV
zOTfW^fbhRy?WT|enCzGvzXpE4{Po-q9=vd=zlyZs`1v>u6dKULo&vcD5VSGbk7P-M
zN5m%@hJ7!`uJdLqgJ2E}<!oT^i&V-_LTucw*W82ev=CE6A6=GDPV>w6-^~|Z&cMnz
zG#=Rt^N#;y>ha~qKYQo<xEGRYN1qM#OtpWgXaf^7urhl*d28rd@Anfc-tUOdoP&ig
z_<PJi*Lwf{zqkm<uff6x_xG8;BQL?#;b|GK=WIe;9lC2@KCOMxwe#7?{Ryy<drvch
z@*OBg_=2~fGefuGU9|s$O9veh%zL>Y)|h=chun{6!1vz1b^XT8>s`HlFrS1f(Qls@
zas^-_2{Wj{7k{4ncX028{@#<lqer`@4|TlayPP42_vxPyNep~1`2Ai0+&eToFfk2r
z#$eBNck~e$odHD*4Wf!~alyRn(a`t+AE3e!0`whwHVl+6Ecb&1;$5a&|H0}0ZGQ}H
z<q59#{xRGF)wLkk;eR^dGQ!3DlFa?sDGolW0RG1(#$Y&s!H3`e3#|L)pCVStkorB{
zwI9sA=YZh-l=Xe}q-gd@<@3ISV<W%yPCNjK@13zb{CYtCcQ{`Fy)aFK<Aj9(=pi5P
z0}dF*Qb4>g%)-Li{{r_43CtG~m?yaSN5REE2rmAIpuj(b1^+23{7-R_e@cn}C@Zx<
z5haL|7b8Mq1x8jGEl-q_!%3kOMWqykC84RvVhkw^Z(E0@v9VifR^K{*a`frFmm?kA
zr#F8-x^s1Lj;pPO3JxPGAfSu`+#9xK<EBUV?oW=65BCrCclY&n_FO!BvACef-O&x~
zIFYOj5h;05X{>}ST2xAE{$iQ=i<QKrNiqr)8F^C`jZka*rGX(UW8;?vhlUuNc#<@H
zG*!Z=s>yn^5=YDJv0-f)3A^ILw?_r-hzi;m$f<H<ue3H@?P#^i#w>@Wl}J&GQ71y?
z)Xvz5GljV)@|SLojz~8#3?^xW(5R6*I`O8aQ3eLCs%mDka{9so-UL*Gm&N6rpw8;#
z_BClg=Z5Zzbg6bWta35l7VUkyF!jOu)z{aoSRdlv6zF`pEVFmZ>dC$9`ZlgSlO0~~
zX_2g@6h|c%Ik4*^BX{H#H>4HEI7ZkpJ@hqQsj42Ds-9{}jzp}5D#46Fw)J(3TVJ#L
z<o-)-+mDy!lpE6w6@_GQVkl)9MNKq8OIb~yLe-;Csj4azRTUj7S%<1gR>qN)0QVC0
zNqCl;f;k1tF(F4e>ZN;|<@#IX`j}*Su#z2VODt7`4X_?svbO3HrbJN#oTx5VjER+G
zU{MULoHkBD2anbx;0%a(Lp;s^t!ReBIBKd};jtP&{-7-=5NTl0n3!~X`_Abr*WccI
z^7d)p+pgiaJ)>`Xxo>-i-uCss?do{@=t1|XQ`?Kn(!2ug==wByB_%O5P86etQl=@Y
zGBK)_8Z>`nvs5R?5?{|sU$;_c%N4dp#n$@87COs}wQAgL&lF_0Z{9F*?D*vA3!VFq
z-`sleeB-XR>djk9>dR7=N4kXu*!#r!MVDqS-@Bo8ck{M_<m^xnKX*&Jq`-(1+jc*?
zc;)8N)4NyKC%AY87_qawf;Qw9-`scf+MdI8nfV$1p@}|0g$b#<n>HQabD(w8mWG<O
zWh+Wn6_#yW-PBaFHa|MMFgADF>dj|&pT2ea#<i2b9olkuedUId?6QQ=Bu_hUj)Qkn
zRBB0nSwr=@=DPJYtJYMOtXfrEmY0zg>gVTTW6d@;FwxaEV$w`>=~hNM<}A9NCec)r
z=xv}KVx;3u*KpQUw$o4oX5UVW<Zok<pSUDDDb~r3ZEkMN@#O?Yg$Kk$1;xjPq$Ecz
zU7Au-vLvs-IV9YY<74L=XlUoGphA*F6ICcoroOqcxt%53$->gf%)-go%*mYX;oua=
z@r(%ekM(g2Hq&DpkPX-jQ*)9YU6x1|2N^crK%StF!WzlrtqAHiN}6nfx}gGrDke*p
zQnXN`vne_(WwI7dor+UelEsTJ6o+~=c`3A-lBTY<zNv`?+tS*?1kQ=6OQIXobsdc?
z!(4s*t(>(nYKjZRrGF5V`awu;v6PZ5L5HHp(lMpd^ff3fb-EEr&yr#0Wa%Cnl3W;&
zP@r!gh^JeL<8|cJO!TdT-2Br*q6>pUb8Q`>zz2e=?aVarvV&EEko<s{V%NYNhIt^4
z=73VO#4#KVontslmM0Z8uiA8U*O}jsTzS0j{H@w;2gB0}OdLH4RHh969qxVA-}175
z_jLamZqJpj_L~5DZ{50a@BY2P;XbHW8kidBo$BpF>Pk9$#vgTaZ*&cv9Rx2;V11#e
zjbB%SB<k*ZH3TY%6M)CSrwhDlU(P|I0K^ZBLOB~yyMSo{;_{&{{1*YeTm<w!;v%N6
zK=#6j4MX==K`#vQ0C5560^9}A3(yw;Fu-5{!~F3d9s}@b17ZhMk<-)Q>x-BtfE5E^
zu>Tx!A?yC_vqKl=I-3FX{?SwW4)hLf0I36#Ptnl``4qf@uR)&C!C&Bk|0LxX)V#+q
zfBp2^7~|vLLDrXNXQp1goO<*8>1*y0UdkJiSH<(-1w?w~TgnPhH~`HHpckt1_-<^7
zk^!9G#vg-s$Hz5me~cXfJ>(1|UX4BEp<>9(*ztA(iNtyh7IuT+!wmRg=(Dr?{_%fc
zoB3(BfV%(lTkx;wWgfyu+~K~;#Dd8)^xMZ1_rSV=&-4Q5h3JZ&Nr<cXy9x(@eBk5&
ziwj_U@f}|DE7t@r_(adl&?O|m0$d#+z+$8Y;@ke{tAF*RboOb}3+^qjO6GTA1n%-W
zF!UC_vKLrcxO4#Q|EoUCyMTauAxC%^I@IjD8o-IMk-naej;_wmq0zoEC{6tOtb{jr
zgTF?y-JZ|A>3#n8?7xG1e;()p=zFej<ZRCieyRn4UZ8ow5#kch(gC84d&Zsv7d`Q8
zY;X!{4?FIRJ^)EDGyuK#AnJOoeRzEE1MY>3%%gk<03_c7liPQhZs*4P4$KYgMlx0q
z%~dPpeb0`*`*eU3ikHmx3G#)j{aG>yoGCb3jEoM0gaF#NX5Sy9&A<PeH#&_>aC@h@
z_h$yqAkg=dyc@9ou6@~A{j8&IsC)a9;Y$E|p`h<m-1`ugC*WKF#(#->VJro~*i-J)
z2i%7cmH5BFy&{71g`o+|6BhUp5HB<l;eU#W{8K{g2jF{Ur4ihVl@}!_LOd}_Sy5hD
zUI8y7uOK2ND<F<qET$xbF{SGTIJxH~ByFm$zI3GR-Y@5Wzj*Ta&W)u@lYE@5sVW3n
z32~ITgbtmNk&?D=_ulqLPrzTKqrLO?tvi=4{km;yYf@sGwUxcPDp^)qUQ$F#LP%Uj
zL{eH%T>K{inMK0NQgUiiayS7Ix-8n?jGY@4wk9<rKQM%iBWN$2ZzUn*hm}sG5=*W0
zw}pA_j|<rr!r2n&-Wuk;BZRZT+o{>pVY9F6I(PeGQ@uQW?G@&RHEs^OVk7q^#jOtu
zuHd-m+1ljT+7@%XmUFyPY;1#c^lb4;y5iE*pXP&0)oM4Bi%SE$>e8OpWt`0l*c`|%
zvZRz)Gqy!}oL-iAv!?J;NqTdD{pMh&yVZGvEtTzc1;6BkZ{nEcFqQmdg?#12GW3}>
zfgx=r)thpv0!;mwI5RbQ3k=FyPTERV%2ZZLAE#)fMY4Cbi_A-3y}EcqX<kiiPzsA|
zq=D8jps>t!Oii>6^=Z1=U~{3WsYX;Gt7{nQ>6x(fw8`ppbs|)y8ImDBSk8j1=xwAC
zW3Qd*X_)V0l+R)1xH8i1N%7{yP+fTrMaoWD#2gC=utH!9%)(0Q;bisj3M>NJfQU0v
zQZiLhF~$@0WMz%yAy-br7Ed70o3Ae{nrLRx7@KgieD&?kJ396s?K^U|_sH4d)4#sF
ze*f*G&bK{%ZwLCJ&D_0zbN}J(t7;3PQ+%!5bX6Ei(n@#<ys{LIBCn)R)U>5A{PYbH
ztSvKbEz-<csm9uAhFa<Rv~+!XrKj_S^3uUWZGT+9_4eM=nH!IWe!lbY*p<^857gyU
zB>2YKvusVN#*RkzF}_iCr8VnUHx{Jkq(&uX#irDkRNgps@$oO$Pi@=NynN--z{qs3
z;EMQ+w%YYWSHURp{_*B*YjcZMB&3&T7wq1!rLA@E#&zpUi^>vXlhWeS>q^&dShb-d
zyRvp!-Qkv_SB_o({lbIaPTgwTcA}+z=enwv;=HP;kmS&Sxb)<L(xNr%>RXx{w^pxS
zw{m55Sy@$n0SJB*e0=?EY;BEAjPwol%q>hjIAFf!?&@UCv9kzswh6a3b!U*+Y6KHy
ztf{(^4U^_&V-X)76zI#*B&ljpHT}XulJj!na+XGAXN9JxhcC@ZEGdi3&A0LoGWYWL
zOH6YMTcW}=lvAaUbWIH`9odc?ww;Hrp$%QniecbjXyxndoe&(E6Q5KR7?{GKS>P4O
zsu-%Wth(G{In;bf>|zvQu?+4f3Bn>NO;PZX#!{tl8scc2fDA!co}vhFm#i$O0{Ib2
zXbnY_vcN*=1wToOiDR(fjjLm9WNu?(X=`F?Z2+FkOd}&5V_OrO02f~mOJ|azs`LVJ
z@p+<>3nb)36$lEdWKA71RiB^=AeyPBZALM+*S7Mo;6(Z*6nMtuFsyxX3>ys9O2fe2
znv)P5SDcaGkd@yM6<h2RnC0Y==;4<cmsXv*d}HQ{O;PD<ti4jS*})W3UjwITzl5^%
zvdv}d4>j$-wD-cj{TJ_UK76sLev9vtbe4@Pfu<v?q|WDiU-ayq?ma#}aBHylaYy^3
z2M-?HxpU{?qlZHy{ZJD$@@!~$YLNSE2pYWTn*hzj?e3woqkTI8`o8A2@}VzZDFF_^
zv)qd>Chk9f-v8{yC=fa0liaa!#B*n8l<&>^6vk)3z<hQBvb`X^6dF*zFm%HJ{;j78
zJgPv|0Purn<G{1Q1<Dr;_YuMjVLuS$fM_Acz?%!O3Xf*|ci6d4AQm4bK7~>>C|HBC
zH6CBrh{zidtKRxo9hEPiu6@ya;Q8=xA1Y`*ARiv+{i})`4iGdLAAb5TU+~nJ@O+20
zX*i~tx!14%cscxvdmhaB!Ga8G4|yKE`{n?za-nqnUH#6-n?=wdqOApm1A=@1Vkwby
z67VQH_Q9hJ@#Y1;<$=QxUJP_SD0}(t9FQ~(Kmu}#Kj<Vs-v0Mr!`@-Pe2cknA=2+}
z;qU*Hcc!xd@4t$B0o-;>Jia@A{pR@3ylmo&cgL@FPqqVufMx%Gxfech4Ra_EYJiL!
zW>q{6_T#z9_h0jR5%(5ATmZVzZFrf*;OejrVDQWKnwjBC)8jqkqeIYdVdH>!0ii)x
z;WNDedO=+Px9|P*?fd)s-cR4*UJ%{SfT;-LeE}J56Jvn!Mjj6%;l&VP{N>d^1OP~|
zFM#67sc8s_dDArwxEGR$kuc)#m$vbB4wnWyq5U$@dwF2==f0^^-Oo>T&0gr40}qF*
z{c|@5UqZU^6YdL$Iqn^wg8YnjDE1qD#CPrmMJuF}caL?Aj1K|QgM;B8Arv7($-ux=
zFC;jC006>#AB|k)4xFAHgbc(3?`mwp@ejfcM{YuN4)4PVR<{V{%O6{ikpvkikd(TQ
z&l)^u2FChfCeCmCF$xx>U{LzcVKD5II}C6d=Kf<7!;lmMi8lOvbDq|>8q_bys4}?z
zRZs2o<D!u#HJyWJAB^4wHv41f3nvSeeaN{Wu7iJ_3!mwQLq$OE=!4%8)8kwJ3*0Ls
zDa31nGLix^l8a>|7s^O2fQFL#NmdF(4h!U@7s*QtC`bz_N{fQdfgmeKL@DB=<Q0Ua
zCFTpu3rTAcHSG<}BRIY}aS0W9xfS_2xuEFva4@E;YhvZqv1p32iXNTe&+%SYyY|YZ
z%iJOG{u%x4w;QcH_Y@VEg@s31vTd2V2D*BNG%5p&#!HGy2`>~9Ss;KC7FQINM8o$*
zLNfoHPnDJnw{~dEDY(7=(5ZFJfjYX(`9B!^@PmWEkC9mMWqRuC-Pv1w>}zZdSD7)P
zRa)q-X6vtWw%i%a*%Riw*~fLGkK6XJfUThc_1+#8u1-Y`c2z#!d$Y68Rjt0fu4#X9
zX^w}N7oBMi)l%Xz3_&4hj7+f|>tL+gjTMnsS48cNc3SIUP{gJbTWhWJwb~HuwAS0I
z!co7_l(fo5dvBy`Ta5d9SA%jR)um*)7_6wb#818`k$9@c3P;yXDS4IAIgV62H3@Bu
z7)wsVOhML0QI0JyV~kTYp{Uz3sg6vtEknbSs$xu4G0@g9v^R6jh+CSUu{<Im#>&)=
zfL4(fm&GXHsbno1D;p;}J2L}40|v#IK{6!cwQ=IQ7-1_lNjI8ofUaT~OEFweE?ieO
zTt_B^F5#^%=uBK>jaguUUSxq2u~d?>R8_E0$C&~cQy~~B5ex~?h)_MHCo5-)#<-Iy
zPRgqEpB5Pii^Ut6mHP(Og~hCoP1%;RbX#ifhPcdKOG~b;-_djA%=o1%FK*tNy?bx^
z?gQ@4dryD4aqZZ}UF)`G#bkKd`PdlRn=?$!Xa)wVG@2Y%M^4dBRn>=14%MMWvlt16
zI`J&6aH@K$neoPigkKt(22Wp{yVL&1<H7Np-8T;Y(puG$8<`boAK+r*!q%}ep+nl2
zS5;wEQ&nS5($d_Nr5kFR4)551ZvU};&07j$Q{y}XQ+>l$C1khNZMwey<dZX39-RE;
z!j6MGYnoT*7FXmIZ>nu>S+}Wr)tZ#VbZfQ)+r%y=C?PLld46J1bz%LXZ6|*@cH`HR
zw@)7UWmEm0wUt|%*Y2u?W5_B`Pb~ri>Ee>Qvhs$Km1~!+sLETus-UQ%u(V>u%F5*{
zR~3|$<`os?EH5l9E2*llS=~@mT3)=eD8H__pguplG9|t=ammWG#M~v3A#P4SPWIt}
ze%@a0+Pc~X=B5c*8I{dVO?!54IC!vr@7~(odu#XX&#!NEUy|q=6`xsAo3XOm-ap*T
z#m74$F*-Fbd1>*Ilzex;7)z%h6Z;@ruY~ZF@|=>5t7`Y8WUi*tZ6w516;LFc92t+&
zAV{kcB$ZU9RcL6kHlD`B(-;^sMP6MQKFW*WQ!Xtlq=*thiwnq0h+yR9)KDnZg#z;P
z7s&}p5ajU`GSgJg%+Ao#!33I_osp51zOI=G%hJKp#a!1CCq)pMCoVEyTw*awK?;w<
zXez5{VTe>AX}qwU3XW<-F>%th^R@7fc8kh(2u;_r_SZ1>U|0tlyF}ahqy#Qmk-faR
zc-6Loq750j^`J~i$XK&%<+ifg{Ux>gbIZ5KWY>lySA?cjB^Pb1Y&o^@&~MvL+}wWh
zX3Np5b*;y9D%S@k=b5_rY3f_xsX7=<Dj)Zb5B@$jcz<*V9F6*VdwaUNfClP>7Z6DR
zPnpT-F=TyhdK?<O7@Ha%nCR*m{T-n1U_YPr-Ha^3zpISf1JHMR@X#Rlm+rB<y%R`H
z3P4{NtVhSV{iFTh@A`1`A&k=R*a-ym-UYIk4|=~v_Wt$2;z3^^dqLt0s18v(yobJg
zvKO8U@N@vA#{+v`XR$th*nRyq1Q|>KM7#>tWB_`>rVPx=5Zn28OfP`m8qjS*Ho?b^
zZTwBWd(I-F!gqii{^b!?-$N!J9|qudfEt4n)9s@(T@!P_vw@q$%Za-XHUZHU0D1xX
z0xo?$v>Qs^zKTl`z=ovMfxj_gkM<WPL=xP(W=A2Df}h}qBwhi*`+8v8T;I;Q!9B3q
z_sF3Q$+qC$LPGaGnGyW!v*5GMV0R3=2ITe^>i##k^LO^k(>VaQ&sTAOer()l{f{PY
z0q6x~?~U<`x5lnM8ovkY#Q=K$WjPxU^ddfKpm2b#^MbKpO7#g+`Wr_$fe`84yFl0g
z@&*t&@WTsW8U^BqnZBdbBfn3L_e1yKdket!q5nVwh8#`}KrcZ0_Zs!j&+c#R{oS7c
z?j4?(9+`X&^f8!G!yN$_3D9?FeDdzl%-x|`h;sXEYe+W++glzQhw9O1FJ>oZ|LA!3
z=lT9u;86yiW5C>g2l{@DdqK5(efa6kk<ME~y|;!&ZVgU@lLPR*VCitW8)@L;d#MlN
zFlMd~jb9(`;yd@=<=%bDZSNcH1JDRa@577(nH5ft0|<l)FTVEm5%&fcEaOJb|21nH
z2dC>cn6x69+DJ_w+`YfF0r0Ve4I-tNpQ<~+h8iLv06oI;6Eqm6KzRj=PymAwUDh|8
z6~8r4=g-6u;l%jh;6y(}?eGHDN2Vb?eDuK##QC*@P^t{f&3L}Po8R=+&ps-gezJOe
z=;wj)Cr`#6+#UUk_2uJUxCjX7eLt|kE<P~5aKHe1At&*FgnMPBMdYMK<={I6g`$My
zQG)U)0eRG71=J!1)ItTBh4O%Vr54Lc!gEnbK|%~8B~3sns3{N#(rAgFL?nL_RhGfA
zG_+jJZ33O$!#q6w92~4!Iy!1ZHSp&mU~G*IeVm*FJvdp3$*r5W+`4*ge3&~rJbLZw
z^_G^cNy({p4o);JZB=y=d?%A>Xhp2Ji1_093k2u=gc1_Lic1nDq=_Qp==lq^Q3_Eu
z_8W5x9v?Y=rDa=!xjDFv*$Vu~5t$c@7A~OU>TPtJ><!8dNd<I5wkCQh3A;i^y~av^
zXMp<wD5nbKY!C9;7ZbiY$gjZ6IE|%SU}LpDI{HTQ`rgAw+YcN%R#lVk;^C-4HC7}r
zr4{rfWjs~zrOxL2mUv#s4mpz<ygkfujjLgyIVBH*u56e^R@#{?l~gTk1_N7Ss?p+O
z-s;b;x78}wCl*i@($rA#M431h#bi2ZxxHgcYToK4xsEhjRSCMHh_<wtfsB;7th9-Y
zq&`-`m_c!-YS>7LXfFJx!r~tk6eKl_n08S?DUCH-HZ|_dPG8|@?<Fs%Bql0HCNmuz
zJ(H5sbF*_2Vq&6#{i6dop>9_0Migglyr&K}Ko1*Xh>bVFrdr@L*h*PeN@-@;C><F;
zvY4~7pbcKoiU7D*(o#jvToq%giZfQh1MUUB*F;&xgg`VxW6iO6Cv{Cbf|B-PAu~x-
zvKhP7%fHyex75?W!Z&OsCnV3_tIR8GXLj+KHI0|nw_M%6^Txgd_l}?GynJKucK`zY
zkFMO`vvF_5@-=y>%TuG$;sRs*>^w|K3<H9SJ&EF}Mf1_3258g6^_Zbdy0?aEkhXTN
zJEti%`&9j=`$sN}-Rv5;)^&0B`E@HAqCKPC%{;tqeO)cwjc6wJCXP8tdCRkkLcBwx
zgQC|}HSFEIYis>R;0@i)?A(oQR>WoQs91Mu)1Gr%4;*UPy1ROPYgJQAMMLw-y5`D;
ztqm=WYasBX(BCgiSI2}&H}Y@{i115{2~5pPE!*07;8feM7f;?k(e~@c#{Km*t(!Nr
zZQ9UQTf2RA^_JSTJ8IT$E3aB#TG3cm)l^Ztp|)vD^OjxP_Z{AM^kmz~Glx!}J#_l?
z(Q{`{U;Y`|@v|pS9Y6B(u|t;+?z^yS`}y6izZ^Qywq<i^PIf|McvM)3yN8>W4%5ie
zA|)@kY1gh}SFc`r`1r#8N2l)GKYac6x&ud|@`|Ezi`MNuy5Zo-%(9w<+|q)Ib)_|%
zR#Y}+=2r$qWjgu9S-HnJ2W7?PtSzqD+qmsqZt+Hnwxfu+x`Kk1GJ!=>H3Yj3qAW=R
zO*NsJ+v?lfu<XpWEOb=$AnQ*?P*HfkwBUT{#q(tr{v;zPs3?U}lSHX65X8(AL<>o)
zqHr`K*+5eV#O7>m18XLW&CoWZlJ&JHhDN$<11&RkEEOxGjFwi$$*HLj=o;#}B&v}r
z#SoJEh%{pZdmn4x7@L52$B<O_m|VB$T)W_O=dh(AX%!I}tNoS~1;>@7=GGUMwUk%y
zDzDzXynJhMRcp=qW9zn_UAy&6^`?_$>kbvyA1GPZR@HK9!@;Xtj@{UJ=t|wr(?#oc
zCls!64Numy<0vsr6*L$M8gz^%jgNb|!~IZv0j|36HOTuKf^-P($X8iPc<6xmVQ`|W
zbM$uC(7BQRJs_@oHQf3qQc{f=$V187i-B!Jg9o~X&UB9a)&t74iC*xw0yXZ?_#lMK
zKNx!eKo_1bK<Pk(=L>lDg682nPmm8k`YP)SE0pj&;DHC=aQLv{KL-gQ34q`Uh@XHE
z3gBcuNgC~62XPfpk3ZYJ12J&;qOy!vBg2d5_()L*k177j^=Hr7&ydE4{{rakAD@0S
zGV|NO+^yl)BQO4#efeVMS>No~jaMUwK;*!iVjy|Y;LpIzX8l}c0jLRJ8!+C8lf!Fp
zd;3t0g)opapyP#XzQLV5^E#e$-SC#z11+z4ZfU%g;+?O#hhTUAMkexmObh!3WCaQb
zQ1&8l^o!)^52yKGzu@Uk-~0ChO8j_(NJSg6bl&|TqwUuCFJNT`($MdxRD9S7fI~PD
zm^<)b?{nx^->?7r@Q0tj81Hz|e`2<46O^+-Q5$04I=CLn+@RPErcTcXE>4ekeXV2g
zRW9#RSN_Y(2*_`E@&)+Hfm0qJdALXXgB%*0xYa#&qid`WmSsN0fpAFhfdY&Li!1<p
zr)OrzXJ2(ao4q_V3F*Tpx~GnIz4+Lo;j;p_4}K1phuW_WKfXTl;5M=Z|K#3C-|s_H
zkoX2z_juPE5c)!a8$jqo9e<qcdULUF`Wj$kE+~8N0FVQ<>fq=g%$MQQ{n?BI>JA`i
zuYLRpB&0kZy~7=Q2(vkGy8aWXZi8eNMD{Q<coLE*;Y{INU^)yFQ5Zdt0R(aG<yExt
z1j8_(fzlgh^g~kv;13L;z`!9xL(+jq??T-H_{?;UA_ckN!T4by`qm4WxdS;2a1;i#
z0SJE{>+6~5?waWAoOlX-59VCJ8^A0C#8EFgw$4J3aaRo@fZ=)ELBz?+C#yjSF*)|2
zf1>^A<WmT1<7XBF?j4yNg2U#Y1?>H+OfO#=@xS1ErNsqhB#<U6B`60;Z74xSSwXa%
zAVyx`U4z#sA+(GzT3S>=LR3~n1S=&=S0Pae8YlrNu^&a`1ZC9al}u=Qw)&>ldWI%6
zEiEEZTZO>Z)ehr$tS&5Us;nwmn!7T8*|z2lKc70&*U<%b?;Y(=Pn|klQd;KY=g(m3
zC}6NsGAL0oabaN*!NmfL=l`_$$9cj(&QlZ?VG@;$RMfOkawd3Ugax}SJQBhYwr1y~
zSz3f^5R*vQrJC}2>M})ibe$=w-kesUr&2&tOvZ{QVZ@fIE0!BjTik7S__#DWTd#Gp
zZsNF<+gOIH5F<3yD><BFD^_$LXd5_j>X-GK*QI6!8Je5nR1DEd`ie>>XnYWZULWjr
zJR|aSM%dAm;N3A^_1;!FMx+E9Hc<<g%)qB=<1?A~TpfJ1HSKV;%a!cl>p7vnBzy1o
zV{dXXYIHQNwl-XDs$a$NI$l=YTDT_2+=qeD$4lu-is%XnG6fgYg%(rM@<t{G0mk}1
z^3n{U1w<(kb&`sSr*mXpX2sS`hqi7$1SGnPYcLv1#^NcS-eINXbw`h%zjEdJnUg1v
z9o%<(@AiG`p|C%BRf2C>q*HmA^_p<@`dFJinQm=)-fg+wt*K76K}NX_<ZwMjH+69<
zys$A^NMAujS5ZP2jbee!LWy9mu5Lr2+JT{}s=5V1$sB_>LCLd3#2vB3TnE=R!I4$|
zVbuW<^<nWfK}%M+_!qeb)rKY2$EH`sBvr&ESEpq)6_)N<yW!&glbtu8^grmk^XvV~
zXKtK7e&ytWGY7UFXsoEuj!ur{_$P9FV;mg4b#+}S6i*t}lR|OT&~ziyef5l^tX;DG
zqSobAUIyXj$=gR-PE_UA_}B*68#;$`VnR7lY<)WmmW{uAh^M13O--9gVMPVS<fj(^
z_Z!9u)={N98CvgN+j6z-?9SEe%aaRIe4?VA17bZw3u3dk)wLYkb@a&Yqm4BiBE#aX
ztzAt_Y%R>3JzPS(+#(#T{QNnwrOO+3Z9jGC!u`uXKia?d;<l|PT3gTT-g9B!!Al2^
zTsd_7x4msYuitX0dCS3_2hScod-cL^cYnLve&=cL!``7M10zp|xE;gX_MxFi{e6!I
z`nrb)hlXIG31p;C#~wW#ee!s!r@Q;!-BWD`!KgPq4XOZLRWvmzIy#XlsSP_?FW$ZX
zcx<v`diKfG%<aLkwyU?7)o)y}uI1FN$5);V?ml&8<KB~74xDY+(w0|RACp|@6Po7e
zlVIf$=NOnBma!(cqP1?z*__fA8p}gkL0eVRQk&_hujkC5TH)lu_Cwp&)FZ$>D$G01
z&n3)K-;tuil9yBwUZk*SzU)sw$u3;1C@4yhkku4LY0MYK&l4et%2T9pT2eTg41o?B
zZLF$}B7rWCCd<jG<1iG8hJk^$72C*(ZQ^3gvNO=J*4MK&G<Gt#_Of*gb`6LNNzBhI
zYsjitAC*@bm{t;yQWBZFX6fqftGAxse*E{12d*w%xivDiA}qcnA!Bvf>ekxkBem;~
ztlM&G%f4S*58v2+==!$9*S8(Hxw-9H<DN@vww+nI;Yi`y-I=R4Mdwy|L}weh1QD4Q
z;za5qIi*FQNye(6lr{LccLecIcoz}@&=&?(7+v8(@nLQ8<3~9l3IzI24FmM;9=rE+
z<kz0TV^h7`UiEM0L0`lV4UEoahqg})?Cc#l{B-bQ$0(#?b%STr=+p=pn!(fR{wU(i
zgVZUH-UrYNbP7ByzV#^i?0w|P^%3g}a$jH-fsq5S2M;))cRoJafB!XaZF=-B#0?`0
zkzLim^a9NbaD`WqR0HwEvz;4fxmRbVdS85+Zwr?TpaQ~?@gA@r4jT>_-sC-M|JJdM
zOgy_cGy{YfNFvYo{n0-8=h)1v=QEIE+CDdY{9WA{;#RsFsXH6F@MTpUkE=xZULNiR
z^!Wkz!T|uP?}G5PmqUl%y!SLiv=d{yk#x4HgP`o?A!<mqc<?vVF+N;m-hL5dF<wR6
zYo65PKc(FN)qMn93fq4dFY<*yFo0eVGjvTp0qX|7vKLC*AhHdnY|wi@9PqbZASVJT
z*mJz3Kd1u(f|LiJzV-Xxd!MH*neE+!bf=DT#0+F;6WE#o-~o#>Fgkla_Re|Wi;W<5
zBK#ACGkq`g{aan=vrWOLV({7A(DbWkAXWZoCNeZUbo1`R-+q7aq-S7o6oI}U{~<7<
z0JES&Ps7&?l&VhmJs<sj6meRBy0eS@J;%DIz6E{xxEDb0Z^QQ?x&ol@m7%9shdQnd
z_W#m14K@zvdS0LE;zbqnpzpr+KMy|r<5c&Hn?rpMxR39S-h=5dKuyp`A)xnDOb!PL
zHxcG90DU3U?8(@}(aGM~@%yib_x}kBYD5SG>h$d|2akXQIsc3hrWBCx*gHK5vOyl`
z1;h(dE>Lg*=mlJQf9yU2dbzxYK;PRiMu7_J@fcz?1G-=MEPwc1fBAwBdO^Vjt5-0r
z0bqu+0M|9(r9q7hFTjbSccKdh&uK9F?msirwH2vx>#9OV7_h|YTm}D~>Dlvq<k#ux
z-ig^UzK<C|U!<;WVgOD7#uom5zsmIf4{@)UpbQWCq9g_6qy^+<1Qbw<6=em`a*Hwi
zCX3)+jEpcwMpRK!3~(>#dv!tgr=g`NDlai#9JNTAAcfUdrW%rU^fmuKZEpb<)w;J2
z>$VjX>1G(ZySqy|B&DQ5Kt#HfPH6<BLkU4qQL#a>u#oPY8Cpr}eBW=)s2knxb3FU~
zAFt=a#V|~*#aj1sKX-^oa`TIEaH@)nIUP1ji3q<{U;p6pmEtoQnX&Oj8Ch3qYTrKZ
zm>e0Mo|t_8?0HUZu9LH~xTGXC9Uaku{kwMW-m_=--aWgCcJG32)_q&HpbnDgNJ^N=
z%PX<6sj;xx%gTkCnC5tR<$E4WK5Uk(t9Djju~=KIK#99RnWsWWv|LLxN1iL1kIsv7
zmn-Sc6DYDcQI29g<qFe7Ioir8s&erv^8O+M#uQ{WEa<EwNA9JjjbCXVYHGfmoPOHY
zNuOU#f*K{u!~wxpIy}N2O3LTl9B+pD-V5`-9qQE_;8yBr8m1`Z%td3(xZjDL0u&B8
zMzSU5N*5h<?)zE340q~_@#u+id3@aRmb+QAt9iAxexkZUvXN0k1hm}7TFM#<(utwS
zMaT|_5)p|I6A6=(N$_wUGSv0f)AnFRDNvCKaiA3xWe*><3yKQM&dsh(Pp|a$jn>ey
zp<xtY<&t#q3MsC<)bV;?Xk_wb$IIuB+TK2CeRKcXql@S66eqUigx*N=y_x9tAjS1n
zo^N+iKu>Yt^K9>HQP$@?v`?E#98=}ClV&j$M(OdRG<eaf+<<u5RG^H2pHEv@SVvGu
zgNsLz2`x@aDNROo2+i)Pppx(IT^k%(<ms2^bS&T5H^;#%$?RyXk$s%m(I_*AlSWp)
zCRQh`90Kg!f?a$Pf}$&O%dcE$zTR->?)Aq{+upu<-2LL=oBJSsI9FAal3kRLnidf3
zci7Ti6+#~5&BP=Pg~W6P#B~IubVU@5WVC&)y=(I7?=-YGmflPb&oNfB(vZ@1vGj7a
z@zzx_QIXNnRX0(T)?}n%W2WcOQqgm;a`JHWvNE(1ViPb{(Z6@`X7{}pSz$@8hIS_M
zx>~}@YJv(@n&wHNNi{`v*Bfr-XO$Z1TT4o+9@4Y4v~)Xi#M{`&SyEg_Ue3tbIXEe)
z1P<7%*PfME-Yh6;I#+VF;{5H#Yfl@SpH<Y|%`B`Bi_Hy-&B-`dQ+xHnqt^p{ld!6{
zj$QdQ{eA<p@?q}dmzj-EV~a~83kz5Xg@+R?R5Idl8(7@N%<Koi5!0By&aOKxw+hb{
z`JD_<($JJqRk!!@iO<cy^x)Ccp|Lm9bFVS;kB6rk+B#wjDpSkq+xw?`u&cM9_g}pA
ztnS8>+_EO0;ABe&e<N!j9dmDWGaq%!le!KOc7A8VQ)`cfo)wa_pl1VeU0*`hOiIR7
zKv0X0R+yDpLQ~b!&dS%r8A8|mv{WsG1yq@t#3(6w4w7+_ka3bxLwcAXIiv6aT7ex0
zId+lrP_jzXbIVh+OVMyZ1BpDFfFcLKA_uQL8>ciszoMeNp_$=PFP9L1-)JAt2ru_A
zPtR~KpHs(!5`&|&V>8RsOD`8*yqkIcMo?O*Yk0b?f1+DNc3fdo$(83<+ed3#x=*Fo
zx}7{@=YHDVFDW7YLT*WOPH}Tyc}sEagW|f@ysFz-<t<s2w^B=*Pi5C0k1e!2kznW?
ztYLjjM&F)S(SSivfryEBJ0<fra;Duh%w#Owv|Rk(aPJSNaDcuT2wK2RFD?G91`>h3
zV0l{{ADr(WnR&i2d3|HD{u2(cQymb7aOr_qAqW?mojgA_+0>6|9h!SP^KNSHJqYtA
zz>@-$FP=;39+(|Kh?Kv{aQNY6ZTjXr^aZH{c--J0s2;$4^ndnGEkG;-eiia2;zb&W
z#mBB9rEFiO3c-TCF_gJBT(mmbyt+926AnR`UIg@RUWEMmit(=&DMkI|JOZxE_@&q-
zSd0dy7d$>Av&$fW1p5zS0vh@96#K8?rO!)i8yhRr>yW{_IcE&XG;3OgOtbmEZ|*aM
z1qEya0s|1);>93;>5KsB0`BD+_BN8!3#tix-4&9{fsb)UGMuL>K=BL3ZC`VJ{}TlL
z4wm4lfg=TZ1K?iRCqONJ|Iz=e4M3#G8(jI?DuUEWBO2zP)f51V#urEX<`GBRi}`!6
z7asO6z6RODf0Q@C>m;Ce1XSZ2t~Ue4fATKyy?d)u$Px8nAnx-dUL}qsKWDEGq(QO8
z%52x)ea`Ss3HuS4bAmqMpS*zgApKdMdjDy9`O^~M-mgYE1V6*_PG@K5vlp*k_6+rp
z1M>ah?;R*sWEllt6SKU!ytuXqg<_DbwYh)o-{anP%)pD8w=iI%ZF=<K)WoAHT>IoQ
zh<icm0AFEp2LKqDUO3tz;o<h^${Xw?gm}Yx5S$r67Bw@E17j>GZ^5Dnjy5>$eBXnx
zG5Zb+l@`FJ!ntU5Vc-L%iID1m%-t{*8w6J-q-uaN7Rb_t>Bae}g}JHuxyiYO$+<;X
zgc`#wj7%>KPR#d>&h-pJMlSBz8|<S_?88n>+xO9peKdr7K0fmnGdl_qH{U6O?<XWY
z+(igpn7;$!1?w)@76@(KU)f_kkOmYD(glFfaN3+-7<o7I63O})IP-BJ4h*x%%z8ZQ
z!${`paN+XAm3K=6P}2rwZR799dl!29=lZ7SroNNC@YHb5L}b0QAnOGV;RiAB|AOzO
zA>U6Jw7~aL0QB8MOSv0ly>yg2=_q&5Q|_dv+)Yohhk;@r1I2zuii1p)lw6ExX#sIb
zUNJNUiiQY+7Z}*6SOl1PCAmc81tioY<n)zPj~+f87Zg}qQ1J53-Iup+S7+yBo{r9n
zi7m^?y?ga)_lp<UiSe$^H^oKgJUrZ_q$L@c=&5O`$jM0$?BBP4-=2d+d&&0hI=Fo+
zFCFz!{X@r$4Yjy9l^Gc<g@jIOYv;PT)dU4Kg#@+)9=q#n*XnL`-%<0PgI1f1-Yr{=
zY8|m8K?XOHop!r-c+(I?3$Xz1tv;-qucw}%D1AbJ+m?||XFstu8l7%!b0a?SZFSA_
z^6K)iQzwipl+oM*q_naqE-e8mD>=0QeWSC^PS=9{pC?7X&PaHY6xDFtHCj{Fft^N+
zXqyewfnr;oXK}tGxe>z|L63uMZ+jTta?!o#rvJp(;)%a~tDi%?y$Sf~0_9}m4qG2T
zbXb~!pMDo36%hv+i69xd1S6xO0H1-ns>@OPXdBA_e?Wl05FtKY4i;raIZHF+V=hh+
zzCQ7Oeu*w_5qie1f)d)q<Qxoa;tp;>S%o#%ZnfXK`>3*_y0WC?c2oVUJ68tVu1q~_
zoN2AWw458NOB|>OAE^u*J0Ce!A2V`3vLny$W`fK45bJy&(=>OZ*rNuaNA!Hmv>kO+
z%#~#HBt$d>`Biy&l{q*S(5&KAG@Lv3NRv~0s%RAYoOn`D@~WizQe=FQr+>DC*BKl4
zGd3Q{7H(07_Cbb60?h1BS|1H?aCbAa)sj+`;ggaRR?t$^J95}L=tN9mZgumedruy`
zeDk#X&Ew9_M=v`cJbienx%y0Yl3&mXOFKtRy~A><1`<ko5-Qr_s%pY2w)&3w$>mpT
zS}&h}kP%m6qG_ulu47~9WPjM*P}5RN#rTkhnX;S?4~Hlhn~;p8iiy6Zug6Ib$79Np
zs&>Y<txfkkZaxWf4K!0SG*>avmDCbu6cA<>)>AYL@C>c1XgZr!t^mKzD}BV?`($9e
z?}?bhmR?+Zir{5bR6Tse!9O%AD>kV(G%7ndA~P~JKPkN`zwBCCZmp|tw5FjWzl0{A
zgoe6-?Xkd^iiVp{-;NC9Agyt=YYf{xj-7h9HVuUBG_G@W?CtPKcW-~!tIok!otWN1
z?BK{m-{5%v@YLwU#MtD(;7H4z`%!U;j-EdDo=`R%5tmz-ccG!=@{Q7~x6fU=nO0U8
zkeD5tS9$xzz|($geao|=nwG-q8?k4~tepb24326WyK0$wX_)!Q>UnU<SqiJ#n>w8`
zb&LSq%fhe4E2_^gs>j8r!OS8{LCMd^ASNqqXk_4Qf5hL~(py#Ou&9V8AHND0j}j-Z
z5+|Pum!LWuzY0COEGeVtZc5($^dc<6n*4G`f(piBDrT};RvLy!O{~4mZG4T*+^wyB
zj{C$U#N?M2G+w-L=hDRoSDV^z-t1_(`=;eV=gqdRo9(?<+q!CQb>!CG3QaF}4Lf6T
z?6kE{ocHPcsLa|kB{!4uulhw6xcH^G`X!wR%TCIwO)t2dkXaLRraCV3LU?kSS4g^@
zcdWT<gr2RxqLHhRiUpIf204fH0kkL)N{|S}PsGGW#K^NB#Y4u*Ps=TW7M5femHs8}
zotPN!>FMh0>zSGP+w>{|>kF%mAher<;Ien48w)Q#U>ZM8S3v$1k|B?1P;1t)l?zh{
z^c}%I#JwMd0{W?Uz^g#%(f}CQKsYyvL(+QT!twng@|zoY5_KMNnQv@-Mqt)=cJUt*
zj0C3ltLp^f8a|Dl!AJE1=q2=1B(DwTuTI@rnd@75hXr)>9fW*idVc|W;q4G`FWzwX
z1D{6tbpq%GeJ5xvC+6P+=zWb@YZ?7W&`(18)Ai9W&#|9pRz7a50rVJL|EX638l^Ff
zYq&OifG`F@N_fCVV0!UH_+PSfVVQNV9~vt@Ve6od4T%LN<S>Imd+x#~Ox4DC#oFZ6
z6{HP$_U|Cs_xHYe127dJw69STn{~y%jhr_>+F!T7AyNcdgMI^1FC(cP1moVHy90g^
z78hVy;mzC&5cdM;9a!v~gt_%Q++QE_uebb&Hh)Icf4%>IxCP(4w}O4TI*_~37mK*t
zuqCjr4I3N1r&s&4S8yGF_c?!izjy@x7f$;>JnyE@oPc`)`Ys}+bANtNb92y`IP$uy
z@4<_nCtZV34Zis?5qSVYv_hx|*x^=|Ru-n;O#trQ+`qOtm3On$fx!1Z!3@5c>4gCs
z2<V-he?I-b2e%9dIUMRRhGtiwx&jXPr;~`{_wnR%@9fmb{4kKKqqCz^^N1!E3<A)9
z4b6Jfix4k^-JCuL;so5gX&7)LNE*KNYa{Nq&$z0OnEEwbD>S?ye;RXrFy7C?=$)VG
znwWVB60Bit`w;fwAf{~q(*|?%{^@&tlQ;V&t_+Mf4vt;?K1Rnc;U=%oW7=kBx^c7P
zc<B4*SqjcwApIRj2;RXykZ;X&L!ttRlYuBkjA`H5<8ROx><j>X$L9wY<_96(d95#X
zqc;i>enXA*bm7Ob?6v-sg~4;9*oV+qF}Xa6^tCMxkIs*PFBr}we?IXH4m*nl9R>7y
z5K`T~($xPOUmGp?e*7S&AtyrmDafIyVkZsx4qA%sgh5BKlb&KX1I1nj3SuToQWhE-
z9u$;(35#(Fv(vJo$WSblEbP>5Ty*RL%sdiYLMr02Ch9t#w)V;4;WhdBkFH#K+|+dO
zY~H!VgxuJevxy1ix!H|X6?dDjUaqf6h&g3zV<9doh+?8cG0`&6Qc{u<lkeX{O|p;S
zAQ21cet9ldFB1b_V|`6FW<_cWb6zfgb(LHv$Hvg0w)j)862m)B`*a1{zxFYGam?hE
zuX(G}p(-umcs?5UgFEf_?C_x26~;xMqb6Buq)}*~k*F-=$$>VfBG)H9XwAYBsdFgb
z-Lo#@bamLNgrn}xsyea^Y=UHTifsIPqVhHhn*O>b>2^mioeX?+CcXP??vs?n`s2q=
zYbo2Z(kboy!x}|;>A3xLdD@4j!llZTr=bo_4qEjVicMC^4?Ij-eXOs$nU@{bijWra
z5)nA2plB&3D@2K=+f747%uGcoz{D)aC!njKU~6pX=i(G+V-+GQY{<`}rKRp@V;$h>
z5##Q0+QQ0D^N@ptoH3ePVJ{g64O&$Hu<MDi<fM$^#MB%g?-Snc9&uqo7jjcyU$2>a
ze*Ht|&5dUbn5$W%=TDDRhL4_)!dyz6x|GmY9re5@<ZibA&CGz7yolz!(-$+MisOQl
z1H3|=Z9NYg+UjT=R#GsOlGGIuQD$QoAUUYY%o1gFq&YPMbL;-%gC{RbFI<UDEAb7@
zb~>Kncs$<1{e-54yPC-{18X01N8clERyt<9j69?}$%(feq#&l}VG~nRGIFv%9vPC9
zop!FGsP<yj<(myR9$vrScIDR9@|yCr+|;0`U?(qEBWp`_BO?V}ZE0;4Q4RA$_K6X>
zm4(eUWw$dE%a0g)XviArtD2kX+S!=8*jl*TSh(rySPBcu@p6mHNU53`9SJ!Z6?`Jn
zRM+B|gLmuI){a}xlLF(Nj2w?>TWgAGu#vJdk)Wmd6dcUm^3uzaVsmArv;>8fJbfZg
z#X-SEyuo1?23E0yG~9e*>e@z*u0BzI!O3nur(BLjdHThk2uX{K%l8RLRM)j-<5M_5
z#R>VuLXsLsocs#P8Xi9Hf!Xya_FZTHc;~>_D0X3dX0dm4@^#<ftFGQxFFRj8>3IA2
z#n8*H;n%%=FS>@__TwgS&@=R5<6o20b62k4$;vM|m6RS9pBj^%mylDGm{*#RR~DO7
z5|Ntk7nK@y=3L#4_NKcp^2(YLGb@uaD??6YTiTt_HF7aBKW1X%Z)z8;Y39o>XD*~*
zX<!{-Y8Rrc<1DRgEw6e+UfD`Y#za(1S5Qy`stXTk+u2z8dbvk<xP_S?_R!aJ)YCs|
zXzXHUam>`xTi?t>N&5)5m=-;!EG3I1ieDAdmk(Kb8{3_*atS%=efoHC>gj}{#FVm_
zn1ZB)qQboThVyqG+<N`=VgKW{-ly#YFJ6pwyqak57<uq~=<c(@tF3R#uRKgEy&RBq
z&N(RA!XwhcBg!Qp%`YlHG@(2=ro`i9x`Suz5!XmZ&(q#PX+FVcoV;U>xJ6jIh8fwO
zfTBMU<-<HO251ot8gBXhDA7O2Ikp~P-b%u}l?=TDLMIrwNm&JGxJ8)+rC3E}xg_Pe
zCFOpJd%@QB^y!o5&!0k<6I=%o@xYG;kUuYuNPjEALbbB~esUf6V12sbBMuO6{TBl3
zJ6pYut(uvt!C<b>Exek2Hv}pcNGpOqVnV6|tk(TA&<hX~*eEc#;c+jpi~ncb3#nyu
z{j1aW0NnnVGIZ`U(lwC2Hkh|E)&OkqPbdWs55CJA{=6;`w%|$yOOwC@Z{~XmSQn_>
zsrmO{W*?bb9-Kh{z#Gh3$JBc3_y^#=2uY`~0T{Rg^I--YPU|ac%d_hXu%6rW84JzD
z^~n5Uw)!&;-zz=Swzkl>_8z;j{vKFRJSGJB$B&?wfWa1qS7%?ZgAWK>i%<Li5%*%N
zKTK7xPc^O2K3QAnK~{<v#_(kFf5yP@ba>DUm=w{T{G0CJKM$cz@a#X`_@~tic^0tE
z!L$5@=_NeKH{AR3)%;^9t(aIuD8c_m;jp#=boJWu@(NNr_@7?bZ`@(FYh|c(y)PN*
zECvfdt_+|K03Lun0Dd6u41ZAl;&A|`LY@PGdH%=24iH0zS^fkA$s^nJfx|Hgi#xr;
z<F{W8-Rm3~fhu6A{N8j2IJRLH0EK(&8*59;3sZ}eZ)bZSP7gw{+TSs~$Z<RHrFmqn
zeG1n(Gd3_k0^{w>*efgsLX*Km2k{Y*T?V#I2nUC+AZ3Sd;rQ>uuJ+*Gjm~2x7se;%
z#v$~3Y+;0;j0IBw%wj-?FoTD<n<-yFykC*<!YCNoz|Qu09uma~&4zUwxaKw7-8J~r
zm}&n$mS$R~u(w7r*GH$Xj!j?rb4*>Hm};1stiw!Pz)VzsA9Is6E7J|Dm>UbwD}n2p
z!HpCCw7(%<q;DOcK>mXh?K=wnX@kJ}f;M9cq~@4M@A}f#dLqHphGg6!v!T3=zPS0m
zGXoP>dS+jY0`z@1Ik_+a`akTC>SDma$TS-wA{Qor^zNJQ1t|pqZ2vF#UTRVz{MbiL
zx|f=4Hx1b?z`e8-fO~h)QEsP4DBoQSlzSK{_c2oLM^TZo(9&=)p!m=n{Ag|-Moum|
zPEJ}*z`elzvQRK_(4s}yc-183tn>{1on4bdLQ0a8FXm=nF34*v$UC2%kr#J5($~w^
z$==i6#@@ozSXV<yR-BiE8O=z=ilRZ&Q_zzW(;nQ*NJ_**N3O`rW+E%*tgT`zCm~OD
zQ1&2^6%Tu$x>An4Rh{3lTjBoCAwl=_vEE?24tKprPFhdh^lw@!<w!C|ph^6wcX^WS
zbR*m8%WyDSm_0*9sz6^OO;gE-m&1;U{s<a%gpJ*nhu2X=+(Ta3Q$^ERN#n4XtQ;e|
z6dkK3uehF=g1)e<qpW(YnO%)f@RQ`Mj`Z9c;it|WbqZEev|(jZ+qcb;lm2>$2c{}(
zsWxZ2Fs41&{>o9EdP}7SbH!_Rnis7!&T31>$?~5R;dB?`aS|6Z6Bbis=i{g6V4`AU
zWD?>R)|68)*U&s_Xy9XE9;A23Q-JRfH<!Aig7x9U$9;U0JiTJIb)7^c4LAkV>Dgrt
z(g{#8i}Fcm$!l61GO^dtF%=LH<78nI=47|lQK?7@e|x2L_F?_py^7wd*jITcUg!FD
z6$OmcoE~q8AFPjidm;8&`RP}6X_IZWvoEesJiY$*?xnkRr56j*i;|<yga@7W@d|cw
z@UyZws;vc3$x>P-+0Ff4{<*amZ~iqhwcgP++;sa+Mo~pjY^F;<n4zP+l#Z#0s+FSt
z5$(hFhBms2x-3*|2X>H??WLt6VP>S}LPL@VT7-u~LYQApQdCJ!Qq@q))X&W?B{H%2
zOn!A<+4;P(!lay2$HU#N+)OnN>nIrLD4ALrxdt6iOo=PY&8Sa}EAe&?H`TV26VcR=
zH}Z84i-}B+3QKi%^b-|P;^q?9)G&5&@{Nl=6Ca)C=I9;j7kTeWYj=Ckow_@@v3W<0
zoMgG=7>Jly$T{^@%sd@WhWf{QdxWW}nrUcRo(xHfh|O{E2$s_{JIKIIM9nTBtz}^4
z?i-RAbUM@hM6`oPsGV!DEd)w92O3#;NGlp~2`DkMOYn)P7?>Un3QIZ<vV-Tn10%Tc
zsl~xj?7;B!&=_`Tbh>|N9B%FFA0F%-9_|_%e%;^yyu0^#SO3f2;jZDSVayyBEE%5`
z7S{U)CZ4_QX?ywx^x79L-z=!Sn0mH6Hofpv>e;Y_?0{2e!V_{c3TxBPUI;mrc|0&F
zAT-S{FxkyB%GovC&GWRUZ-V#9G}q%v=8j>Oj$!V8$zJ}c4z5wQM?)Q*!<}3roSeg4
zT*BPlBD}p$2lyvOg=Z!w7NsN?$3*9zI+YzAb2d4(G_SBRr{H3AQjv@IDFrQSUI}eJ
zDP1`o+asQlC!(^$6N?kGL4<I%vi5#cbH~k=*VmgnZd`qS>)P|STW?-H9)8-|cjaR1
z1<*oQ-7G7=mRoo+Gru;wxG}w`AwH)%IO&{wXsW$$jJ0Q!op+39aE5=>*`U+sPDbQ=
z_@!DngeYk{h$)zgE1C++8ghwhvhXW2g1CZBnv_X|m|hSD5xoG6ef0c$XnBbk_{rHs
zsktPmxx{ICB$x!H(IRr};tCuR@*Lu_9AZ+x#JvLp1NZLTeemEubUDF=57Il40MEZb
zUpyIwBv!$IMcCD4Xhs-aoqe%}X@*D#ST2V?3xxHZuY)4d6>QxK=Gq(<w7xGvL<b@V
z@T~y!{rA~rKZD3`-xEMDki7tXfa?XA1+M|0TJR^AwfXw~Tif%)D`2u7DFegNM+k7h
zuRP*Y%W^>QumSG-$>x>WH~4&mKWSS6=q2dxHj^<wfnI`-=KISa^k)svA`8BdWeNja
z?Kek0g43rNzu*gUM?~Z>j0F1w8#Xq-3M<s0n}t;5jdvrExC^ed&vPItL7*>aO91+Q
z!Zm)JeehwaYh!f=7RP}Fg%4yixraPEVa*-)Xnpz`q@sP9gJ0j&H~sDs!7&H7f1U-^
z%0-BMfV|%o?8BA0?!P8ie1AKH4FsXB;XB$8M;ma2e|h#zfa<5;{f%$G`n&*96KGyQ
zy!fX8JKHaIIzi_!FyGfR|8{Vp7q>LEd5Qe*o(?&r@e&aPQA7Il>f+M!-0%G2-#y@;
zx5JcbtZ{wlEYev_$Of4zfCX+?=7z;?sJ9@rd;fX=O`jF)NBBG;5e`Wb-lS6a<(+?d
zBVhO0l}|8WWAhyd>l7o{`Fn#)cLv|}Vj=V49YEjB_km}}t7X>TK@!0{<~45k-sCv6
z3I83_`>lg`y>Di5dJ)!xW@eXWaEmij3-e=hNM_nw>>3=>FvaV}uEL)HO#KiA!{R%5
zYTV-D%n}Y79s&A7v;vs92+CMMbg%*F7s>Mau~!<t{dx=JB;Z~^eA%Ztq)7*XzVjD9
z&DMXMx%hFW0TO+`kBymzRb2ftu67w$vw5uGYFB6KR%h$i=Ag`_;rrN_Z~QcW>ErC>
zm8qts$$PVy0m5H5(7YgN0FD<<Wq%U91a0uY{Yrqoy>s0o)At~_4C2c^A~n{<$ZTk;
z;KN|TQh(~`=mp@Phi2c7&5eOS4i9>NSQI1RUWkZ<v>ce_L9iQG=it-|(D#3Wdk+#(
zBLl&`G<e)gi{M_o$bo7HJ=G2ds@;rKdzq++m<YI+hMJ9zfrFlzi-C=Yk&B0co0E={
zm68RtzI4RY^arTfs8M2^{OZ#3mWTAbtgOOaoil>`&!;9_I-7N=Ag44rF2c*j$;`l5
zLs1Jn;d0^%5&|N;EPU(?FgQ_^3}kz0_HSoAuv3_c(o|l|QB&SpR^$)|li0p(QhWcf
zU}yA`6H74AJZEp&<m3D(*zIk&YtKomCr%o7trc%uDb{KWCUBFVq~7gIiQrxrlAT^O
z#1Z`HbQQ@`GrhA$IzeKB&g?AqY^>%elr|-`3K^vm1&s<VN(0TM!ptp6%`DBpt}P&`
zFQ%ZwFJ&dB9CFC2!12V5u#}dl)GDulBoiwyacNTqdZj(vZCL4Qj@fnR#Ecfk_h*E(
z1=?MAHMr)e1EBY+t!9Ohe4G@=NnQqTUX+UfyR9&vsj!fyfRH37A1fm}noUqlR$E!!
zQbo;HP0bN3da^Q>oE+*L?5dKICc3(AN1Y>W?1Cj_P0^f+bgVMeXenwI7!s7sq6{2T
zyke??q6%zmyl6%=7ZangvP@A-P)B{i=#8?`rn4^!!k(mgJx}+1dDgGDGQ7X`bazek
z%c|3D#SzbHQl{GLSNdBw#$UW2c{%asVb{YO?adc&Tqvu}&pwwJn;PUF>E`TbaX84@
zI@8bZdUh_Z?eV_`#{M-h{_aWV%j%|vxa<t~;9w&s7iCjBWfM0;2S+1&0~JFFUKyGL
zOvF1VDGo5vkg-yev5_BSIY7inw1;NzF3LSS$@lIgr=vhiizpn{v+#EEjXHTMIVvR~
zEHS_%*wNfoSJhNSMo(4VSWnB&-X`F<Ptxhg!kCD&{$4RQ#vbybTAGTc;ekncSyefi
z6+wY<%E|^};wnbQcHYNA65_MsV$wZaP6YWzG*n)BdH+pMd*98P+re&O+ETjQH2gxW
zk`9MGLjB?+f>QmD$G|fE5&IKC5$Pe(S&lwo%0@PHyy7%mqB7cMM?8a~(h3uED}!UR
zynr-57IDNS(9*%r$lP5`+e#5$q=vbvx!cL0guMI<Ew`R_f}mk^ZW=Pmp?-1<O1!3r
z2PcLH$6<^Pj!z6tVTZAp{^^m|!-KED|28oNwzuJ#*{P-X3m@JueVUnB#o(4PGb^x0
z-uCqE<?F2#wbu&DF6I{1W))t@$UmQRuCBQ1YGLW+<TGWl3FnehN>ftHQ&P%PQ!CG;
zpU=#$&&j`>nRh86?R?^y^Em~V^9q~Nvue}Q&u3)TWMv^EH>b8RzoEGBQpvf?6=m1z
zYwt8%yjNR$yQb!LZT;O#S03HE_onH_v)rP_<H5-)y0(JSx{@kpx|UwP;puT1RVjIO
zxuw^tF1B8}_WVZ6n_De!ZZ^NT-t_cZ!=skVk00K8bL+~}()`BE)bfn9@}#8Vh*R0Y
zk?El^*+J3S$0N?To{YD04>h*;H$38JZ0m1vG}Oj9!sckWg>A5bnXjUT9hZ<M9h)>Y
zS{yGe=HExjy_=k4CmH(=GWMP19J{Hw_R{d|XW%Dc5+ntO9fvrxkOG^SGFn6)2Adcl
zUPUe`MNSEMHW4XSA+cZL-l3tPM~@ype%ucF5?JVjf1vUE3HlO1?^g{Z614OU<RC7d
zCu`HqAF&q!`XXJ%guL0A3s9G^G<9ig`c4nF{SEFpr0zhZ10l8-q;db1+5zk-aCrtC
z01AgMUp@m$!K)vCxL$9*cK?U%cQcT8w1R!SI$VxaYmH>U8Z_d&M=Az#z}g0mq_vR>
zB-HCK4G!P^GGD#oa5dTle_<Q%5d2x$3#ta-xL!`LT_66md36}Jfi44W!&SuI{_+0U
z2LQ%EkqyqSPA;y_EhAkZ>npg`nWvD!`w`c$nOFY;^?7qwKQFX?eAl)9espzda#Ncd
zNH}HyxUS6ifFfcYa~1Z*CtNkMcko6wKnP%g{{pf9a0_7RB~WN15(rRB!ad>s2xB()
z3Yv~#HF;%m{1@~u!u%sOc`yxufu~_%cl^^mvI+Hl+jl?Y8xYDken$11ev9C11K$&H
zhVT^xIo}@V7o6(%9|5-s2NJvs7+@rvdyil+@W+9U6dvLK1b~sw;`<N-@&V~APWv*A
z_?W(@IsoMhN8tCD@zVxDyMmwf{MRa9Aa4Q30?oU)_Hk+LBT_%H=~E(X1LOK|Vgmve
zx-iRAbBM@%^L^k?8<}W)*m(c`-Q*nZC3gJI#5BklemZX9TbQg7Vi`cO0I(LgT$tZ|
zXO9VUJ$SDEnN@(ka8v{C1;GQ{4HiBKvupT&5sU-xv6D++92kJvF@Y=vpa?ctpnL(~
zZGLS(Y!g~$W*&dUUHVK26^Ap=?D@|#mA^T@%vOQU2Z>~al@#QxRrhs3ec{s8&-2&T
zr!KvpxIKp%0Hzl_ZZKzupfk`dy#BFc;wOUl*WcpvB6_Cpjt>>g4<xUTW`3E%3%{p}
z;P6-(Ov4Nnjg4Iy!Myr6%mAETz<3C!Xee=pi5|ZAV-Sen{{`-)AtlBSA{w%Nv}Ai|
z$#>IHAmUzx>80AvfZ$#br0!v&+Q&pijG{WoOih7A_|h`6(=l_<v2xI|vjS5~#zad@
zO|_StaxWR(erPdf6ky?y<rh38C2gaj>Stk+?CVhy7j-!wpl^0@Qgl+#@slpLu2#n2
z%s1Cn)lrgAmgJWc<`iV5p(EZ#wrvab&aEO0qz;;L9*2~5xlvLiyZE+j72CGeke=))
zFN?P*ceJ`}rM>ALAKT~tM_zgxKeShEHjzB9!J92gAIiALlVs=7eLEcX?r_|{!-s(+
zUXu5mfm(x;b+x@^jIz83FPAwzy*3${(tZ-j-9!T0cJchNn|CKM?_N?qA_{RTlqQd;
zftb9Zu)MXnnzxd1tbudU(clu-kTVu;L8=DU90KYjWMW&kYLgMi9#U#N?${pV_dM43
zuD|VVAB#sPkF@()-*z*uG*vz=&gRWQ?aD#tz=J*_%wsAlpeZCE#lyqK%)-LSD=x1g
zr)(r9sV69?%fqA1&aR3=$+5C33JL4VDOhOf992}cX5~_%pc6SrD@1`3XXaI6;F8-*
z!Fhm|mrqPhMbpH{$kNuz&ePE`IrQZ1%7X6Z>Yhu5Z>mz-vxC~xjy=!xd69qeb!q6!
z^04-zpq6aE+61@S6rbB=@o!ox=6d0J(Y=Q41BuggZ%6<0wikD=w_GSMPL9ou3I#Pl
zS$s@RU_eP^<h`Pj{^nZ?Pv6Wve$&~|a^*~Msz+#qwa;nCz$D+8yy%>8pD1}zRT>gz
z;vG~(JE$l~(6kgBw3Hn5G(2dO5E>;&N5e%$!9qcbq9Q}lQ?a7yIXRj6g}5YSMU_=#
zv^5m;Rps<#L^VYCRrt9TMFcffl&lV$`T8773_Ou~%q7yn+{aMe#>&_=Iy~cS&iTUp
zy7;(UYikc(J!>l)cTcb2h=}Cipcrcl=c7lw(&O{4*WT`VGVtPVXHi<YpJSl5jDfbC
z@d@|HjD+H{!pi^xqoQ*B1CvjNr3FN#pNvj-I1w&uU@oa`Z0zLiA9JRl=34dD2WKmr
z60<8pVzN$zCi?{^dY_1Kb_;g(2n`5IOiC)OD8F*6<!M*v*wpyq9CmeKW)=QQF%xrB
zqqxc8>51W~iJ^&!!3oSTc42a9Y2y9t@H~vAspa>WRq!P&V8A-Ru{gVdn_k9Zmgna;
zFu0YT{;3zQhn~IYZ-3U?_PDFHy{qkU_tTESw>_Ay9_;guk@oh1$BzcuAND_N?R(VP
z_xR!9)5pWlpN&0vGV<U-&%=lPZ{A=atMS##iH>I@FrGagY;Wy(c)zRtL3cZ_;H_Ox
z+k0PijJ$q1^8DGr<Hx-ZA9lC4bv=04-O$vQbf(PFJw#H`kXuAmQrXzh%F90@BRaJ-
zBEB#>sU#z>KChrL2V9n^l}Ry$38(UsPUU4K6qo1LL(p+rTw%iLoYaKE#Ds##Q<;I`
zss5qK#{%LUk42a{p3pRPk<+#jQ#2KnHh>U59${?`UNtnE0v)3yCA|m*gD^Rx5IGYZ
z;li+-LCqpY%O*j`Aw|z6&A=_oz$44R3twdzc)(;Q#l$DWCaT0CuFNVT&k9Vhm^?7O
z0D3vZWLSj6;F$U)?wy>R1j-jqo?xB;CKGRhhD7~8p)UdS;yEb5VLx7r0bl_1oqY|^
z7XeoQ#_)Nw0I>iDuTNiC7`-qtdbtbp5TYgl`hr&)JS^WM9ez{u0Ivxgkg)vv1;M?a
z@FLG|!22(k^&c*dzx*j4ldO(ZuMa>ATM8^dBcK-xm9lvdVupa;@dk)BLsH9-vV$MV
zUVO3;fL>(D5$_iN?mdC467bRx9EzC7e`L!6MFHgnj-JaypEu(Ng0=xDU+}d-sy_f@
zLgEu7oj#iU@OI`SZuRprB;qcOug-P=^xe#>BX+{Y%U>3nKF?nIICEnSDlO&*5a>&2
zYFiv#!982Uw0yueg8dKy%n0ZOtXmK9WgjLhHl}J|e<8LYQ2YYu1?Y>2w1G5(!s5nH
zGmTJi46$kJn47D($18JPNMFV#^)DO}z%av(0MHAX6WIQL3VI1(6>+q|T0efdpU`6V
zw;&ccK!CmgRsj#-A?u%e?eC5U!ch%!VW6s)-$P<G()Bj9fUK|slLivg-&9Kc`tg^*
zFZmXh48HrAeol3Oo%PFu^CzF(f2r~X(2Fz_!>0vG1#m{LY)<z0`so4kd_J}QXnd_3
zOs6yRU?$%DN?=zaZPy<^z+c?t+|0khy#RUvJinM;8=75)BOIXYchCzD2-^UC0aOFK
z3oi-oKo|tI1JudEjR1h(Eki`|9N=Ey>cIs@0FA(5cFnzoy#Tvl^K1KI``tVo?W=Qd
zp=1z3`9R-`2fbCl33>^4L!d8=nTjvivQN_`AE%08e8QgpywLJ#p$&9g?=jEjaiaiw
zM`yvL(BA`$^gqMBKnTyie2aN7JbE5Cl)E~7=JQx4oOVF_4U_Kmk&LDO%$dPz%+%|D
zuLOg92N0`(0}-GvSpPukJiRpWzrekaR*xV1>Bx!b$oGMT4KcD&?xLsK$$-bbj8r=r
zsdh7crF;*7#1}<LiKeDyp=MyEMzK<%(G<)~WQ_C&XleIT(GXM89iT*!)3VV(yDmzC
zja8MO$3$AxSw}U*-ZDGPzbx@|Nm6uvY(!d^e|(S+j3_@he-|4!D+3#SRb4q@2{u|j
zn*9RQ#Oge#<0hJZ25K58O2Hjlc>(wSu~mnB?_mZqD<%qmah~&zX00b3TaO)XbJ1ya
zP`zp<Riez1Dnt{(vfrCxm+kHymfN@6?A`83cOVvUuaRb>t6hzgZK9T{mjJIZHMPn<
zBH2CrM7Qta+_DwDWh)B#x`S)i0ZD3<zM!O~oSL<)hP|}5v!w2Exx=RqImhTb1*w@k
zi>l}XKedY(UXS#yKaL8pCmX3>@^gF;>2)vI`BA9r+c>}8c)u6n9#>q=l2t@~d7124
zsLasRMw}>JJ`N2bJ{f*qPBvCFCjeh*K?xOZekC-kJPnOF1%(hbwFnePaPz1Li|9y5
z8;FP>V&#&jVG<>!6`)`eLGvl0c@@YR1yS6xnuc~BKA~~(>1T5a%L@uGl@+zsSGLy_
zw&cb%rv$bnA8$+Z?Z^#ySrqoNJnC^tSWC`{ngq9;0LxTA^Q_RL4f&^spI_g=^?rFb
z_IYt^dAe_^r=zp2<!VJiVt{v2fcK5^!n;+ag;C)t-pA69`<0!FyI*?#dF{3Pr499|
zMQ41YQ+#475=$->HeRW?o*0oX$|JXT8wK%BkjyaBkh9ZKa#54B(^GSEu!?c9OQ2B#
z^t4<wl&s_jnGWou*|(E?*VY5Ow~><Uqot!@<3x+_aY%EsNwK2D=&1SWX@xo16(q$C
z^$)q28+#caaxzf2IizfErswGG9v&5bCNUvDGV+Y$Q9m<tXG?1!#{EwCpYrw&F*UX`
zH+Bf}jVj8lY`@v@?Dp&0bC==*Q*8}htPPwa{F4eYYcAD2XsB<^$*qr$I~Np@84{C|
zoL?Q8QDE-rXX1R!Cn_=JTy^cuhv1E?x^yS6tT8F8EGj-XI3f)QUjKmjsHlv*-1Buc
zEw^tz>v+;P*fTvjJU2Z$KQ%l%4y10+_)yo#;M<}8H~oFDdwXB>^uO#M=^Pt-J2moV
za_sFiW?&98I6u~d9qFDP>BS87O!an-^>vMp4C00cv2Qy^UcDOZd@}+Z^6S?lFgo9i
zc6Ckk_hAS6XZpIaJ)P5CuczL=ntc0mvg_q!_v@*i*HgW3Cf~jodH%5bMSE|5=j2ci
zrsvgISI2Poi{Z{^gD)O+KWpuL`ryrz`>!9}ec68h)w4%k&)U1%Ti-mm_wvr|=QnRW
zzH+s#xU?}iEXB;qT|`QgM_5^2&GfLX_sQ_IsQ9x1VX1*(X)$s6@o@!_Vd;T>aXxNg
zUPlAGj|QA@4GHr(9ds<p-QLgnh>w>`pod$KqvLTaTQ3tUH(gUlRb6XobyFcZU2ZXT
zRz5{Wc4=CaI3=ABDFq+NL2lv$9K;7XNvZiL7zHU&(5NiNz$wMdD~kk2h^TOhsc}na
za7(CjiK}snsj!PGu?Z`%iz;wSs_;muaDui$Opa4ro=XCe^>T_yvq0qy-`C!XZ}Ne!
z|08)07z}&?+Y153;d#ri&=>FwEPZ}udJ%!;_bSy*m&>oL?{x%a%>r|R@F#$#KH<)<
zkC)Gno*$XK-i>K{jeAB|@*_m}B57tnYS?~yVc)++@Z{3s%G%0Dd`>K)CjDniz<^`%
z%cGE_3jJ9CdZB<Av<=ABXYwo(;4qK^sbxR~Lyg5x3QR=d0F!}lsb%m%!5jguL3qsr
z!u}#+41C`HX3$IMqyU<$Z2}ST!lEz%_X1Z27#M^NAb5Zu0q6x_{9WrySUYZ={5-Jq
zui4d)%di&zZhU?A*#@rV<ILqxv&fPzf@2X)HJ+!%Uf93^^nJWK|8{ku4|v+u+2@El
z0t0>@poK5sd0ha#4G`(DG2O5>d3kl}22x=ReHOTePjeuWybM46_LzuT5`YAF<Ue9+
zHn7d#=-=M&>fhDnd0?XP;@%ISI)NkP2Tbxei0;3<4?_78#((*Xn~u!Cc_rUK?=q6s
z3$4WO7O)FQ)-=E^U>afhcnE1=nScfPfB4k!ix3KpX<O^h_|O-P_?VE$*568XfM<l4
zM^O2~p$<S4zWvQ<1%OXNL-ES`I?PIbxnBT(c4AhZjV-+zoE#V(pPfVABOJ7Z;}(y5
zAuRAC%w#6#X7RXps%d!T;^3#o!4H>*K3p9}#5s_;2kB&R(893|6y)!GN`$`!P&fee
zCE(uqcke+j1qM36z5VmO@W~T!FKqPA_dpgR%wqoiBZJgx4fg;hXu$g7g$)fKaP_Ny
zku+?UH~hSfy|9d_em`BcG+DJcfsA*c_E~(q{;qRnp>t`jcXoCh+B5+4LM|DSQTC5<
z@61ccj_99gnj9&859K(+DR|*`Ih=pM-L~47xYSoTH}Ra1tp5Gf_tOSUx8a0Cm|4SI
z4~|dxi2fJ27oy4Vg9PFl7$}GsDE9)p3qY5VdM6|G4*b~3M7@g%Px&%JYa96i269qp
zuVAL6MN=`LDVfleC>ShMD1gCiG(Z9~b26a07@2t(nFJW=g&AnX=_w@W$W%B{*2*%+
zEsbK1IcJ9ZpG$}WH&%0H;f?b}jYV0dX)&oGJ`wJ=$E^%p^;PWEq&*HP#yA`fHqq2#
zA{W}eRb=Z{>Fs~06K~T!xKsb&4nJY`TPIz+68vww8C|zgZgtkWZKqm&Na(BrdxjJ`
zl8fT#fgNUlY&YAn-GO{}hyY8vrhJv1dAXfMoQ4YMXpN|-l=czH?A{Bwmv759c0BZD
z-Livs4~Zfpo2|UMm!7Goj;X7Xk*$!X9iNt)sF9nvfrF5`39GmQ34_oddjTyAY}u+#
zvENgix7f-2PNX-mzMUx{V`t-Lijrr}CBI1suCg-<mld>RBv(1OTb6=YmWfJ5fD1Z_
zd3o5FIMB3gZ1f;hfLK(N1o3{Z-FwgnNI0pf1)(b#vcv?1)kP(=#btE)MK$PI#VMGC
z=-4D!`4xp^boDLVBjR$ZYnvanzk2hkyW`Q5)~ijI3Uf-LgHk<hGTaZ>M!4QjJMpqG
zqO&sYO-<6{is+`y6XzlwV?6ZzZB#tW6cPgLU)-%-o_@PNH@G@8Fgx<5=jom1nxe!I
zZ#_9-8*PQ=vb>kqFI9pl<*1#tf`XO2QmCDCx_`vk@Z^H1^qjEts?>@nSE16k=g#H!
z_=rqFAfmTZQ<AVUQ1hVZ_yO^f?MIOvKrzs8Gc)ip&~ejHu~U#SL+uF+5@I@#J?z>>
zwr2<B0f@~5oJ_?-L&;5kkYnE-)Sg{TMEh9DNO_s)#aWr8Sm;DK7{mnGWhI5wmE{cd
z4jnmS<8AM7+|1m?z}Q~T$kxol+134|i|Yv!V>=TATW33;Q$dN<g$<1r*Nf7t;)2rL
zt^HiA{Z0j*Ih%f=uKI3$?SsO?rj#?)k+B8w8Rg}d@8s8AJ$5SIBP=GZ^g>nhy~evw
zF19=>scp_HxtLW@6PuLp<rC@b8t8ZYbbM@XWm(gWriTw&I-Wl0eAV9b=1K3X_O2Ig
zub<uPcyj0I<J*thZ#`<e@!<ZoJ4lH|<L#Rl@7%1v*K)D-?&bDJH##2O?6`ZS{r2Uy
z+f8k^np$sMx_7hb!QC6}Fm7CZaQ({tmgctGHy+(>c?{z=a%1b|`df`PH!s)SzEXep
zO5NRS7w_M=^suF={Z`YXmP-$AT)f>>)l_}9sv@_duDGtgq`o@8x+<@#rm&{AsP;l(
zO?AQf%Cl9aITeK&#RVC~=d#Pr<&@=TmE>iX<Ybm)XB20gDT<0pb9D04I%Fv#p(Y}!
zuBB&V>*VJjoDdqBcH(603ICWdq=qpi&@bB8EyUgK_)!aYJL98Px<^da4{Jzk3$u$u
zfrTKagaD5uCx<9As~{bUmx_U#oSut}ftwP=PlFbwXAxy!5u;}oV`LUbF-x$r$Z&AT
zvvJ5Vu}abd;^mM)aZ9oA$+8P7aEU1Mh^z5QYVb>I3P@}6OT&gbpR^jElq$cps-T>@
zpsX6NloF4m0<V-JpR@v>v^=+j44aTBn*Z0hmte&rfL;J^0O8<d`yKkiawn_;!!;C`
z-d}@WfEEPScdmO42f16<KI3Y@euXR@F2K@!-8$yN;#lS6*hPT8a9txTVnUEFWb!~v
zJ>ltoI=%n=EqIxs_j73u3LSuqLO4bQ5d8P*M+Edjn$VT?!R!x%NuS3--T<H%0VE%X
z5)sflTDdxX7a>kJahrrIFQRbx)}8d7*9GDQNj-(t$2piL{DSF)AHz~Flw=`^4V%hd
z0rcJ;`}kyP1Mlux?U-H%^a}x}fQ<nX6TCt<M!!76{cGgim-ibVKYv{PyfOE2d2oHE
zZGE~4<i4M<)%XBjgr|iK0K*`JKp5Jo%j=Vk0B-SJZ%`}(*cikob)RRUSr7KbHKgo#
zzGoTS<?{o8kfE*us;|~DSMZMs^cR3+L@kMMzX<)?0KOs6Is!sopS}WUnV|k%dpG@Y
z1KAe<eG%Eqk1Z1a9;^J`PydIY7hV7%i2{-J0-e4BOywNJ2!OtnU=+ghja~nNZ~PlX
z{q5c1(?W0^tNjq;5c6N9IuITKAnTtiEStI~zCHf0u|42kXlk1Q5y~3Sy}#ZsFozt(
zzI!z|_3+t?ju$Vcr@wal5_&oS_Yye#?|kpw$;oRY@0x~JuaCaJGyeY3<SL<YcyM+F
zFIoW7_P1~^o&m<oFbEa`_|y@d2@v{=KjB^oupI=-eQEMP>Qz?W&w{~rW2t`~4&#}J
zkmv9YduMvO`A_rOW+U6Lw!!Q+I(=;zb8`TDw-0+C#>ni`+4qC*R;QL$Ac=7jrazE4
z0f-lw5aH`4|B224F93dxd(u69XKd`kQeP672;j7XthV6F!QHmr8@=3<zA$!w7Ic0{
zsnD<g!P)YAHaMczUYc82oc&+mUM5O17>typjFble)*?Dy>b*?Vdl0Nky@QEn2NN|O
z_u`>1BPCQiA!%kPN(yEw8fHp5W=aMW1v1c7Ol-7hP6k$PCN^#+7Qnrn^z;CCc&SKv
z4(?^$y_NgGE=6_*Gg(m&BkfQp>%<ct1u>x)&z`wnk$<Bi|4MOIZB{}>QbcidP+qWi
z+A+se58GUyqp>yyHi9f#G{ibo`*bPx=#lTzCE2F6ciS;uraOVI-H9i!IO;SUmVMx=
zbKmt)gPClFu1J}VXo?i8E5%NeZQBh0*k(z*{TM6FX<6a3CWp=*HjGwN@`k=J6iSnn
z3~;Z=A3ONBY~$MU2iumd>|1v5?cT4!!gXBVG}g%@*1;>-_^6|}z6GbI6_<_$r<xI~
zoCckMBr$`)He&b{o-JENcWyn*#*k@abTjh!vy`yjoVc;V6l_WQY<X7qnbS2cRuKwf
z#xx`nyZ+$Yy_Ju2j|3aN7%vMu2LlZY4G9C)K{`fiCLRiEzMZ>K+jh|JKfp#s&Burm
zVdIeE;a3os(o)qlmsd4m=aZvl5usxhg9I%@E02)q?7Azhue--_vnw;$rS4a6Z`Rjm
zp9&9iwDL7li?q_Ijr4k)7xlI>sq;eW<MO!cc_HQT9?5=(eJm7hbwn)G1%us9Td$VQ
zjC8!ibi=?7zj)Jry`eli+}mD`mq}Bct2im5xil|5=(wkmt~xJ|Di5F2A!C0VSN|iP
zA<h8_Cljl)>)*Bwb+(UG7B+b}g|MN-_wJ;lqvT;>6k%l&VWi<b2!&sJXaV{n)z*}3
z)Rb%l+)GNrM6#cOXdmsqJ+%Aw(h=`tJa_<okc5?FKP&M*G=Sb+I~aEDVBEbEwRbl&
z(Js`!?et`OP|Q?(Y>XmkMj=jiNl6J!1tmiTWkXp-J#lGG8HGdIx)wUR7V`3kAfQZF
z)7;*|BiQHk>A>WWW6|CYfwo3&wkDpwu91;J87T>+X(?5)vBlw0z+`5gN+~LByj4(t
z)i);5H##xDuBo=AwW8@(;rXUB`BkYo<v9fx;*#=@I{RB&L)KV$+^Njc{JO^TH?P#*
zZmzp?z5aG{ZOhg3%}rHTE>~Q>RNi>GqOq~8zP|Xvg@THT+|rWF(sOBL=h7-mGHWaI
z8tRI#)s<YU&Tp(bd-43ah70E!stfC@3hS!Q)m0YOmgS!>FSt-uRCgY*YjIswQElb9
zn&RBb?39A+<brcq6-8N<d8s9NDaD29<t5qG<+<l8b1KU-iq0iwW`xD2!C?`Vlogej
z6nHA(WMoQ6%$e}`GZ6`AA`(+05)wmWqXVL%PDY*zJQW#uD)dA|kY8Bf@vwm7;r_m$
z!9Q-GZzU%O)g^MmqKc{-CPt<XRyH0sM?4RkLHUfMjisx-mAeDP9h*3s=~(C~8K_ID
zD+tI-a*A`)aZ&D}Jg|*~Y%dkrewqWs)O+?(Y}-Y$We3TYU8LKIsE8<-$?3RgQ34ET
z5hk=Knnj$0U51ZaNkm9PNLZbdSDuAOnuS*eis9G<<T!-nxkMDX#gur(Rrn-S`6bl^
zq}2pv)P!W!gyqyk<kdwLG(_a#7A1aZMFAN_K^gd}z$YogAtJ^q_-ma5FuhY#lW_Ti
zQ|&AS$3smz{vZAv3u|g%UxH@XHN1K1->M7nE-HY&A0U4KSM!D7!&-u{tXe3!SQ@Jw
zooepJw07biznOW_1(&wD0nFU=cclHx6Fs7=``U#xIkSjeUU>&t1uAjBw&Ehtm++GQ
z)0G!tdSU6g6I?|Q$@^h2ji9>x7q$$~!et?#7gEcnZxiytzM~5Q)drXB?+sA!g5lEh
zUCaPKz|0{7){8eYy@W^DjC(=H3j<b%!OjK?#E@tTy2pOJu^sf5K%l`-H>)6;hQHjO
z{L(f5WohHf7f^UW5%Agqv`Zi*6rd`>0JV+~zl8i`ke7U(ss4ni{5VzqVG`fPhSX93
z?nUkc_xymnw1xrCT07KOAgCT`$en+`IP-pf3~W}wOs*sJ?`4Efp1TBC_fPdN;Oe<r
z=(d1r0BFSm_3!%Z!;PihPaE@}KdyXOn_F9+S=pop`To)U;|=)C@d}6KZ&c^6G2TCY
zeEfs2EhCOOyiokz@&XhYj4loX+51(TiC1HSauT~VjaT{p(-#0?AcU5#(QE|d{C27X
zyfwV`7}85t!QciH&)>|-Ky(fS+zU};f72Na!P8T-i#<bQZI2#3e*9=+d}MAG3!YYx
z_b<%P;6Hibz(KjPj9XghnVouunQEP!Yn@ztJU#ykyU;s>WRehMy1$8d|87qaW*^Jz
z?=kPEhZYCH%SOlngAK^?f)5|05P$c(K!C$>0%~OZe0&jz-}iIfOEa&rxMzcy2VK*5
zetX>O!aV52K6*9toUr#Hx@}^4Vs34Aabs~Fx+LCBg8But#{hSM?ESy+y{~6Fx^YiN
zCz=-flE1D3;6P|p30mI|{V}V(DN7?)<|bdwV8(uVGK3rPbOf@}1d|jPumRCA{|ns9
zOa%y*0#RO49Yj$dKv5H;X!fCK_Mm8Xp=fr%_y&D<G9hXQBDfElhMa|#8dSb$Dq1EA
zTKa?3bR<;pm60684~%SdOl<UwthDqjRFoW4<bw2+!nCA(WP63E_A7EQ>IiciNeP+C
ziJ8cWS*yu;n(BtT9LWgwDNl^NoR@m5IQw2{?wxZP*E16u6T+*)d~-c)PZ?{RRF&|P
z7xEP4aNwXdqag;|>%>Y~=W@6;*y)0m%6U`iJFbTwco|-E&}^_$uCq|iQ4{oHAU55#
zUGI-=M!UD!QXlZ;WsOsnOFpC#rJ{IJM#@82*c^?P+p~{<%T`bh1A^t;@(1UZ?L0g7
z=&*6eIl5Gxio0++InO)NPs7eu(9nuU&xBo72PLIU%_nt`S!5rDz%C-b?b~_(*s9A!
zoor=zEz18{M)cd<q&FF{ooS~#Q={*M`Q=#{9v2tTA>S{!Z7b{6t*D(_(WEe;*iQ)s
z%(VOW(~}>dp(UnZ+`AvOeHX*-y+ERKGcXD=qlMWx#CiB+BxN*p4Q#aatp&tX&|H#e
zZYeo66Ti@;iuzlx`!KUhpWiKi86U;oZoZwDoa$q1ZL6v5q^WS)-sDEcsouJ?LzfC)
zo=<N~3&;;Yn&fAB(oW;B3a`E#hmEdel%MUb#&aWGt#jkAmZsj$j=t>cxZQHG=uDKa
zxrT(E49{^J{XhpZJ1s?H8BqgCu_GFqVJ==lPCmwp26}P^?pD6((dSxkbT(gn?0z&1
z8o|g(IEZ#L(o^xVGKsRGM44#$fbS*RMZI?i1@RslN-{Jp6+mBBa#Ga3y)=9G(vXm#
zD9G8VsJN&oxyVS_4<2A6IRGup928_cR1|#F6#SHAyrc&>NcN(McQBCcMln+GFhIis
zG3o$h=}~gf0f)>iNXx``kcyR*ij|I$hn|rK3bg5HIr+JzWkl7KB(;?#4=IRh%L{8M
z2y3fI8Xi)yHqtq2V&G<G>}6`^ZEktO#v#b_WPDs!>FKOOhZDgrff4DY=L>6_5_3z!
z<1+&ylEO}(Ny{jWiOaFG^*(Is?CBa57Lbr|Dl0uMKQq1{D?UFn?rdgkZbnRYW=vLA
zTy{=;PHsX@PJC8IOj>GWVthz!OkjL$P)b5*R!U@kMr`rf<jVY%s@%k~v&m&8nbl=E
z7fQ3M3e!uo6VINB$x1z)krtDYm5`GWmz5Zi6dM{JAC?domJl5jn;4#)mt2sOaQ4*6
z*dVX45bubn6ER6)$r+K!*%9$s!I7!Q15*3~vqK^?0>fiGk4HFrMY{T&@;DxS>}0HO
zP^@1F#E^w~`3HNR2sw5#!1Kg0Xq-6W>S*O;YvFjr+|gLyLO~WHoTb>=gxJ}I1O#LR
z1Z6onMOo1NC`K+611BpJH$S_uoT!3=sDc=$2oD1%nv@ZBfR2rviJ27QUdYIH9i-Y%
zMNLXaML|zWPPgv><!)k%-TNu`k<pRTveKZq8CV2RtimW3VKj><JF5gQr>qdavXGDp
zub>i_paO@W9J?UkUKuuiX;ywIHe^V%3(9Z`%kqfI^GhlUNh^!UsfsD6i7TqZS7BKt
zK^X-hSw&%FC<sW)a*K&`2n+vG-wXM@-Q8V1JzXI5{R{3zY!py10tf^yzIgl65B;z|
zT$SJ=1<-eX0NTx<XzVlgJU%rGG6Wg{IBj6g1N5C9t?i#`>4hxK`Cc$_&nzHSasP($
zCA1Vl#u0X53Rd(GzYe~s_R~j5@kNxS0LXs}9YF^FOeazxJD9sMKuDJ=1RMepnoz2R
zmp7EIOx{Ft3^sY$kP9nfsE6WK#P0`)7g=XSy4e0y@Pd4?54Q{hHh%at@O<EAodcNK
z0NjFk?G*-ryO3pybQ4dm-x)=EtN`=^&AS=*UK;vxYwXi2+{bx{$o&ZF<`pOtSb<M?
zVFap&p{I2Na|PM}Z9tO0+z?X_UQ_)woM9fJe-Xt3p^FVy4MZ+b#7Nu4+*=T1BbGNj
zOhx#jg;|KUdcQCU*=1m1Tb=J(n|%x(d5DMlFkSl@TlKHmDun)BByhio8x9l^pXRQ7
zUTXcaKJs~edVR5Hb-ou~)nDKHKf8tSnS<R7COEKjf4Nfs&mNiZTi@^`1SY`aBX|--
zq!0`RgdWhmUvV#9jR|EdV3C8P4xsNpct)56y_+3c8f#e|D&H8+f^a-UM*iEW4tQMm
zwH5?k>TiAyUvV$s^dB3FH@|-TF}XNCInmMayyN*(Fc^=HfSuvd)2EN8rp6(P1a$sz
zoCEY-SzpDypB-Jm41xe{4mUABkAVb+MFesIu?&9{n+3g_pW-*S;Y}f0{ST`P>+=9L
zp{1A5`v4P=vBeRXj4b{AClAL7{-lIV4c6B{W;3&}IDwfT7@2+BJ<|cq>Ti#yi2e!z
zy)OuRpMbh?%UH-#dA|;c5>x-LaPOPhSG}{H<I{H*`!c?*0+jv>S3&SRf)xDyVCBN-
z?b+%6zs0=>HG!znVCoG6zdH9n(K)bCQ=ySTfu<%yQ<I=+_M>Ttm}&Mh)9fbT-c8UK
z7~p+)+)KtvN6kt{3o2hGa%$QG<W$6@ltfVFM$SM^%}hm$21rZ;Y%n=HHMt-YjVKef
z5G|<~Bc&o2T0?+SQ-~YBD)X?a^0FNg;WJl|bko-ev$xC&@UDyryO<JlH9g^GX43Vv
z*v6QUno!?LfA<nE`~0KkXUug@Y04az;Id<(^b=*TbGN)3<Wy^?Rb!=e(@pQTm+@6+
z-FjP%Dhrh~6+t(~1BSb|X>I*O^N&CD_HMJJIq1d55hyJdq97Zlq7<g4<|QF<h?+)b
z&pzqBL{j_qOB0hw?LR0%Ok&0_nCpGKB`fDaeraP|c8rCOhn$tYh_MNmng*k|95uHT
z1&bIs&GwV>?%B=p$5s_O@<?Ny^MPJ1@nH{=qHaY6-U#+<4)CpXb&S=~aOUGtJ-DA|
z>sF>MTdB8fq1d^FWbd}U#M^g~?cPTVJ$Y0+h$*)1q238Cu?J9;)SUE;yiCmeZ0y3k
z{8BQq>iULOhYT!5B$YY&B)J7;wGC|&&YZi|_Ihd-=E?ux-2BGtSAErG=c59G?F<ae
zRTMo8v{SvETZ=OXuT=Il6x}UM%nNpjbTJBWIOL!&t;kQOD$0D!PB$aQ?^0#vqgyp^
zpI#q$b*KNutv3&w+OAfVXG9&d);3WTFjWvRl;+d?|CxIa=%}jw3pjmx?<LcF%Vg4f
zLPBUs=p8}{Eri~C7Z6dvh6NSmfry|8f(;vriqb?7k`U4}>4j7f-}mi16Cfg%_x|gx
z@5?%C*3IPR&aHFy*=PUub{Ymog-p%tw{q&VU8^^(o3o-%RNq*8%IK_VD;7Nc`tA?5
zZQ7d<GmOu%FzGrDQ!f)aG{IqdRfI<F6mxZKs+1bQr;~&tu39G26Z&2c?xoRW0=`}*
zwJCy~a=B9|uy8p>KwlomC>9{7Bm_+&unSm54pq$vkh6n=B}~15sUi6b{d{;qK_UuG
zMrSL?Ou0`G&&QwbN8<Sh@qGPQWRgHE&?zMrIo}}V=%s9fl4mhU!%!J%(<RspNftwr
z)tu^d_K%Dnl8`bQ=?`P4E*w2=ZrYGB{YOs7UA$)QicRCE%^x~u+MwY%qsGjfnYVK4
zl*N5}kL;B=Xh_C{al>;bkDfhs?A&Q+W9Cd9Gi%zIS<}bP${jy@_N009rYu-6ebM}B
z3ufgIsB-eCoQWf*<&2s=eeB}Ai7V$#S-UuQ<C2*h7tL6=Y}SVLi?=<oeEX(lPp+Q7
zVcwKQGqY#sO_)7vA{w?fW6G$>Q%2?FW#`VGls9X_%%w9I@7VCn&W$@)&0RHj^4z@a
zycy$ibH_}ZJ$mwjQQ6Bzk6Sfn+{T=#yXG(2F?Yf0?8)<oj?Bv%Iz40Xbol%Z9F{v|
z6x@C%Wev~H9F{$B#F&hsgVHkkC8npvrS*zU?G@KMHayW{aH@ihGO<=B(W#Ucnbg3b
z34;O{<NyXWkWLR`1PkN|uGqBb<Zy#SCkW;T(0G1SEmvv~DO6mEoFkNRMN*7{WeSO0
z!6SykQnm=7S1D2%<XWrB5TY@<v<8>n5N<L?+03y{ds0Y9k~Jj36cTR;iGzzA0e9`u
zI$M;^7Kx^JL>isZ7FVo2GTs@T<cdoUPv{kylp2xPD>OFI8518Gn-Cg@79SE5V+jv8
zy1Mz^2VM$L_EuI_f-XQ0c=_^00AOOq-h=K4Vu7&CC5Q#|;NIeWbTI_T#H4l)GyF&U
zxb8aZb9bsw!Y~%Bug7@S%lf|AQo6sg;=MBW=kB^ob%d9D83L8+YAPP6+90yPM|*#2
z>Z&X2DsI8kzM&Y7Mqb}eZ+{0w1kmdhJlu!Ak9WB8)_K9i9<a9K)?Nbi7HuQQH^>{@
zum4*1;+=vgI|`p~EB^?<7@Y8f!|?(zNIP)I5PLKs$QdcF^>q&dh|%xk?7*l2)4rFh
zI-pv7@V}2NKv9W;cX&0RYz>k~AYL$Luy{ft8$8Vr*a~e!PsHn81`-BNzTm!Fhj`xK
z)i-(O&>L@oT8H)k#crN*LW14x4y5qLQnaAzjmWXOQ+}Ym;y4&xXd8Ma5d+J6dr$8r
z#vvln>vmniZTI=xm0z}1d_<t%YPhAn?_q%NtAD+s;^q(k-G1p_+toV_XEDFr-f*R@
zv9PW27U6!@T=Pgh;3H?_FMh>2_nh|Iu<(L^@$ZkCAYHvqT(}eu_;wF^uWxLCxcYaV
z$=*-#Y_J7)Ea0xE5jGUyGO>L$csMlPt^>G5`tALst;-i{e?q%dd$|Yt`U}?aAr%Y|
zNSs50NJmX5SXJy%xx3;*P4V%z!d(#3V2}l42TU};I<LLtt+vXq{=(J4yZ;0-BvRyX
z`TugN<-X_wU=$*U+7@E%ho&p{|Jw7+*VVcU@~{7L?dRg6g8Um-&z?PV?%cPP6=evo
z$<K#H0Lt!eLr&k;fx5Fg7+n0Hs{9_e1K1hw(RJPJxZTxK*HK$~yR@*W5NTyMn+mI1
zD!^N}{P{crt|mr;on3A19k*NB5VDRmNkl_>Gaar#OodSla?K!4K*KWLc{r%~OWQH5
z530YirM#`Hwf#<8^=&sc3&}T_Uex5?sJo68{^6z`Sq+7IDBr87{<f*`mCpQa_r0C>
zd#l@!-PTs{Li5dc>MF1P8SeE`zW90s;`M-DV#WUj->a2?xkVFd!Qx6d8VO4yrE8>A
zwUn%q2CAe1Ui9l>eF<X+82KtiEUi=k=!*;sr9doU@dPv$kHX+nnPL`K&KIZvq@`k=
zRAiEiLR8W)wKPmAj@HUk?1p~f_JJ{BL*pZdCqxa6jmQjh^syO}wTe`|YLL^K9UnQX
zPp`G3hP*g?`k~cJPHtWM#g5J2KELhT=eB;aZS6<v7rnP6_stn&c8=)#O7_6d*Umk+
zdEv(k$Dha@bTW6)@#zDPOdharRIgqAB36cJ#)~NZ1O0pX`o;VD#rpas`TAwBsN*$?
zMX^y&Wc1%TdeoM|gL5MyM;VO6boya>!zhb&q}e)9tD7F5uy^s2uU~%U$|0ns9(ZZi
z`jrFoW~EFR;~LOg6%i{o$4K;%LWPsVx6mlM0N*$<cTS(AXQqsOZSJ%;=jFaWBj?pg
z*)M00duqs#MG1*x4W>jU$L!~?@bMA)_%MBZ$o@V7Bp*L!07=Ls@wh$|mLFL_XRA1T
z4TrDd3)NDYUZ=A=ozV#iY5n^TPVbWy8XjkHM7pAqhK<SDwfoI8=dQXNx|&*l%P*|_
z<l{5XKJ(&|*$bwO7&T+~@C|u0_HWs6?(H|P9XojD^=A(}v25+s5i^IUO&!{6P;!Vx
zMoV<6wy&Fabl<LhFFvvNg-wUwc;@)Q=TE);;^*(}`QhV(C-?7IH*55`^sv58Wr|tW
z*Qv`+PuMtX#>)uW+qwJ66`Kd84oiyYKWfm-oa|LO6W3<+o34;W<23NOHi;-iid-;>
z6S&u)#09rVxEek~4%xU&pp}dCBA%MhQ9<Xx<7&iWvs~s-C_;mST@r~yz_)PO1~yaA
zVFEwvxC||auHjHsEK)GtPeS(<vjSxF07;+^-`|%<B8e$<8I>7KVn}^Re4hZ0PaxMf
zkmKvm4hZ1VNFoMFLJttp{6us=F*`smplXG5J(mU?u4PemY=()?4-tvOMA9&^0=m;M
zsn)?)7)45p+8nO6L<Va@q`@|++@^s4urA7=jZ{eNa-mf%3DF0;EUHMmCfcEm4$(!2
z=%Yi8vEi2ZXh%|fSZZ=qdau~NDY5AZQN3cq62j~;E^A!4H6_a4H!d_YF??Wh<e=op
zfl1*RsZm*(DI<oYj~>!{WWV^#7+YMpF(Td(7i)_S(byd-OQb0@*%g<W)OT=N242Sx
z9JPMos%O@3+q`VUirGu^vS*CwKP=G^6{*z6E7bk<`tcFr^ZWPPmXq_;)TxUG4xSL7
zm}zq)tF+P5;BbjNQm%>!R)@+}Au^Q%4un#rRv=SyCBa;&LJ+K$z&u;UV+a`(E*gg+
zk_c6hK2d_$B!3!<!s0VHLMF#)uuMY4#iS|2)BDF*9CA8aN@2LvdMI*S29rgpQi{Yf
zkw~dfC^c%iMkQ6NC1_fmOm9>eaBdwstIK4Iu-c;?c7R^+y$LpZoX!-XGKS&IYpfAE
zd!)e;Weg#j$r)t|jWWBUtzj|t2;@V?IiurUF$rODiLTg$kf<1YWRxQ+$`Kvyh>o&F
zL>NPzdWYT1_aaapUX+9ldu1g|%&uO&`s0u1e){PWqz+(ry|r3EL>|!FO>BC58Q_q=
zpLO-rSreROJ+czMAWR;r|K)+cgqgsdnzvgk|J71{xTW&r7Wa3zYkzL8&2MlQcvWrp
zmBw`h`fjMJZX`VIkxv9SdpH_(`*z-+-vs}RimC^i2f!HYWY3<xd%3&9=)3ltuXYt|
z`;~AIx(|9w;ODTT^X7}~B}dw7FB72m{=Dh~&`Y2W%%rvv$QMYar!g-;FN%6#(DYq-
z7fRAF^ZS@j_w@K6$M9F=Rl&RzuW&JitQQ^*2yBJW_pzWC&=<HD6!DK$1n$LY$3FDf
zKA>++TT^LU-R1Vm4?8QpP8#n#3Vk85uK5>~51r-jAUT(CW+Oxn-L*o%W}ZO~Q7MCq
z4h|1^vZ1aL1?=_JHyhm78{I!QyMMfm#JY;(U6oK2-&g+v`nG)V@7t&U-E#U~<4FMH
zF86x`rCfEI@WCK#CEO3rWRHD*2oWFqruUrVFx$XZw%!Ih^(_BR!GittmSGYD5YLDV
z`|Pf&z>p2I75EcYc(C#N7ZEjH#H2qlgz3Pj?KW|wxRi+H_INnJz=3ek@+55m@m{F8
zhK2>W$O7=Vn=Aivw!QnHaC?A9#V%n7h=w6WLw#j!)h|_r`6Zt<+}LraV3WtXim2be
zTk?EI5s`|59K8p7``87K5}<=1MIT#F`UgDOg5dYouKKn+;Cnq&6~8-sJwF0R59nK7
zUQ$qS<N7aG0ewr6I8k3+QBnHccV~Y%cMi|suW)9*gAu}QNJ0Kju5N$WPw$@K`V!CA
zT^Lojw!$#Ds|C`6n)aHSw(6$#hQH1b@s7mXJ6jvu>H(5*rBDh7s@98g@rq#!a?OBX
zA=~y?h!bG=5g_{5U$Gkg{Z{j>);q18cROoZYl@qS^BeLD>heo#OAuOtfVRi}<KMoC
z+YGgnRW;|EVJ36)1>6Skkih^P5?|Q){#y1zXa1Jk`7hU3T>J~%>;035ALw4|e}Q{-
z60xU=bROKRl>pN+fO|Dkvbr1h-iN-ZbVGhIk0j?))nWu#2z644S|rB2rijVr(->$X
z7F*8esU;#^u*9g4nnAq<i|oN7r&1iD4UV_yQk|Cm5zfJJk)u-*MkU2%g*kiaHKAO#
zgGq}O@%w4jW5YvdrzWo%lC@*<_<i&9j;>sEV(rooH!S~n)AG|#EdPAVijUVXI=X1u
zv86M<d2;!=r<Q%bYWk`9qmRuTa%9?|ccu;AH@@F9{iBvg8K!Cl!}*i}H2)MozbIed
zNFUz>f4_kOZl24zzJK3m$Blh<{J3=)84Hq=XGX{5Mn}(0N}83BFv;bblbrOz^l8VR
z*!1lydp>`5&#QCSuNyvhcG|>|m@yA_hVixGB6X-xW?^x3RFW#t*TrX!i4I+mnZ9yp
z#=4;c*A2{CKOkdWzl<d*y{EdO2P+LxG_Kw^DA+ep=<Cn)^&|QF`jdQp=mCBlsvnEt
zL#7AN1YD6;DAlpJG7e8BlWR>Tbms9X$-UE3`y?dvvOB_Tj<D#sl<|{hyz<6d-(S35
z)7VwteD})FMJJA*-tpA)%jPc0%bv1e;*@QRm;URiZJ+IX?W?`79NxBJ$HJKl#tzQT
zNFJUZlkCz5a{>}v`Zr$K^2G-SUfHp3)AHOk3ns3apZ&zroEJCGfB%hbZ@;j1_4Fa*
z(wx0*(q3lCkXZZtQCY7(vG(xpm)>~hg*Efm^i3QT<?J({Pfk|m?39!oyFHV`387H*
zLIKRm!XyF*20D7B2ltB1GM-k(RZDql8DAp-=w$_SnZZ1^iqF#u1V)j_A{N`kVuw&@
zCvY#v2#GI?u3-W0Qj~0pf`dj@aDwD)e<{OHO!E^{0>o63lt!1+n86gLJcus!qX>OT
zJm6lRK#pG^7q~abpG)%Pl6<&iA3oJrNcWYn0)iR-!9l)ae_v66uQbSCL8a&@RK0(Y
z$|peL6Cm&j<bg3p^9=xa=J@(?{rq?Ve*8c`L7*=fdLhYIMDZ1)(flL~e<>?a#txKm
zNOCSYm`_te_#@-#mB{Ik+w@AiPGy5IKrYpZg&Gl0C*gs7cB(`X8cC!^9Ih6HD)@Gd
zD8#0Ybm?Qm4AE9ah>RhZGh}v!B~)WKOLbsV)!<Qu3YXTBfU?Hu#GGMcpWV3az>BZF
zvi-Sjt2Zs4F?Vd%@I-sKQzW&cJd@2FZq&|8P2Mqi;&aodt{gltCoZ<XP8Y@FnMq`g
zpT9aFNEtwq`v*z<gGBx$sBd}xWPT7`OykNq5{+1;5-9~tA&bmmkk}l$Kq^p5g(@yX
zz+>=~VwpxN3+D4;9QH*srf*)hbar-jW?}-apNhqb)aw(SP(|1yEGDZ?ZPY4_Cau8=
zV`-z#ZqnFHDyvChHYv?!wZ*2lIV~X(4rjE}858P=4Y5a?%@Hb{L$0+e5cX(x>1^Rf
zN2J*qWd`C6jk1JBqFG&$wy;Qhc$6a|${88$ijED9j&X!X*uui>;bHcOFk3{JCCq7X
z*t9l_7xxy`7UA0)=(nu0tng+bL=FJGH?AX@h+sR39-LsS2>lqAy*(5l1ZYnHKo9#w
z*ysLruj;9ED{rsALbz{Lz4L1wSYPkV`%%E)yOsY!;Z>*mW7J}|)qL0D{=TW|$42*0
zjn&thYOXcc{?byH-&mLLuD@Q^aHF`P5C&5)?djQTcSD-)GPk=Zu)>acP)$!R+RKX;
z6Ar^=?{*eEgWv!HdqCbmSoOYir|6l^o6onGB4Xn#5mNTBckY&edXLw`Is$Vx<7{|O
zh^In_fU+QO0bk)?3g#9i>OHpbJB&xjgIkE%VQ3-14`20wUKGW9vx)!6^m^a%x;lJc
z`71JuiKBaj@$;%m>aVp|e$-Wg7z>Ys9AYU5KGu^Vf(38BTlGO)0^m~AufgX5MQs?B
zv^7<<G`bt=kuK*krf7s#5KygwP;#J8twEA>wY$2iva-0W^ry;_Z<@<L?5KRdtNQ)B
z^(TL8IZc4x<`cwcK>|^K_*eIS&ow>TS^aTm-S-_0R|)5b#~S}WJjuU1MV?cKm<2%6
z2DiHk4S*JRV0|6-qZ06}3YLhCgkuH<YsJMSw{8`cmz6Zsqs*rkEak1Dn>TLUz#y)!
zw%U7*a1VP);M*`HAyhiVgg9|2Ar`@=iOG!Gs>aH~hC+ZP@PPoj=WDK>tIj`LRq{<`
z>Dj8HAFGS5)s~kuR5vttV`(t_#8Uype1DeTt7E}s#fYX7lxTfp9i~h?vnJr<5cGA`
zU4Fgv+xi=r*WQR*j+kYDk#E_Hodw(5i}tqFUioWooEUF*w0R_~h$i`a$`^NkL;J62
zz`b}z{?-Kor?>c4QPIspcNJz{s&RZ3<)vrOe)HXT-{KbVWJ42A)?ZV{e|Fpd_4}T$
z6ax2x?``d9ZtiGo>1=N9YHsLkXzFYP62@o+-#Ng>-Cs4opJO7v0Xi@`YOcFojqiuT
z#sc78KwPwfhJ3FX9TMNl8cXnsq+mEG;wt|wG<~o_K~ur)J1w1eJ8D~N%9=`1+6F5#
z7@C#Wlp~wiJ4$-6@;_Vv?!}H()?RKd|DdCI@10xE{_0V`5PGnh{l8VbbSHm9+l`%#
zWnb62ONh#bfA;e~!M$RM4vj#+Fy=)J@gHz6LHT-HP_Qsi%=Q<v1Cdz_DC1Q-0Qv^=
z1yU|o!r{nxJO!*;<r1Sxh8ib}N~RTaHA1#g!nXyBoho?*O7sodUUtjCsEDDl(F4Q7
z`dZ8ha(Pm)e2~>LB_V#*kRj`a4V$0ZYgR(+!d{6Bl4EB^Ip@cRZywy|)v05Tt(f!i
zh9#%gF8FZ$!Y{Tg{ql*0AFrH#e8Jdva)-P#bJ&T6+3(I7`|7v>+cOi_ri3quuuL&2
zM@V_;w7{ewzZ6Pf2A@08Y+Mi@w`pM3GowfC95?pK5hGUi?Yp#h+Uf!QSM=>OJ1#aa
zE_z9N>ef-i_s*ZcZ_%o!C(mCtaN3lF5t)|6aF}k<#b&nH$l@v~WLc1}EYR1?rlc9w
zL&NMNT=sEcuAIo|nb8TeVv?stB#g0y_mvu)K^&D2IoOXX38eAKbS9NXqEmbrBp+Ik
z4~61GWl}g2iNYjP8reK4moL$1jbUMty;IZsrT0yYPYiQ~n@kp~%@LoNGG$ucz5_=t
z{#;nse5bMH*I#awefsIy*IwDbdF_@ZGZ!qLHf!U&#k*Fneq;0Iy&Ko>STJ|(v`O>F
zkI2qS?-Lsus+Y@HfxV*bhhBf~yVLLO*@X%BQCTU@<WNQ5DDBvOVJoK%S~Fwt)Xd1?
zar&$<<**pjjDabe=j6P*d)K?KzPfeUy6hnnou)XgA~GU;aD3v#==cftkijBJ42xyw
z@j`_B5a@Dok@bpjtvp1`Qi~YD3cgk$(29U~=@K?o%%n<~G#Qf~Oh=vtT}h{_84N9p
zQ1%+Y_wvwKIzCg&XQ%~ql@MBThDOHLOBp&I2^ct7z}7-L!{g~#95sP^8PXu8G>|SP
zAZrjekjy8Og;bJ=9wdUJ8jB?3Q&j?*mJg$hKqVQ7*H=mlQZs1=Hp@b1nEe72zJ8J*
zvW!YcMPV?5At#eWq(E#zLMO`@lwevAuCNd!bC8dK>?@}G!CP8R_mg%vpz%N{lO$&&
zU67#?a5N&mP7GRGq~i<J9KM3Z31+j@T$Vw|w##@fIX_g&afp~^9{6XPR>3pt#CD_9
zt`Qi7WRa4iNOZ&wPRSV4Z^(eyUV4E{5I~hsm`<f`RNsuP%U7Q{@!^$kzWeB%_x3)w
z8$Jt*bLY$)HEwKja&MKQpG-I<)VeOK@7}pH4=!1-D`&!rtO1jvA_izR(R`krMzc_<
z1~Nq*L=FxlNdrhSGF{E)TcpZxgDoCbdNIjK5eZIXh)%AP@#Qi>uwG#@X$a2|iw+(Q
z&Ty+)E#gI4jf-YX*}i7Qs@b^{24+O))CeXCQOY8W+8DbjA>5G?7oHd&9v<m%M%aLD
zLt;X$QBGr+U2QijEk>2athL$AAuf9;pl_tz7GXAqYISyn#tIdL!r)MwL-n>Wqa(uX
zjI=m`e#6ZnVOSr{;&fS^E?a1rBRo7bDk?NG(jMlrxtzAJP+OSO8s;=R?K+!TV=;Ph
zFZhaIYOf<bt+=|lq`ai0q`0)?W@SYQs#?5Vl^5W7@x%Sj>tPiMxJMKO0Y&_gj=R4y
zAdLreHkA{S(VDNjDhb<I!hfI%)8!DLLMi(GuTYA@d$tBvu`t(qx1;h%N5wmx6^FYj
zk91ZZYpy(5S^05k^|w`xg>{cp`gKEJOo*e>jnF)JMX)_8fV@mEKrces3U?BrY)H=X
z=2MhDclXv#0`!&~g3m1hdI<vuFA^h;6df)$iw4y3$HVj}99mG%4l5_*O#u3Wzl9&^
z{VhC-=)AZWYKQ!qHk7kL(2JmoKMHyu0l;2YhcgxTs#`rlz>oM>bXO66eW&Uukz(9H
zsBodh{S86JRj=K1zy4eOAp-Y4bme^?4i9%~V99%`!~I2j?FC30n(8YFR-dTJ16Cst
zuNU;9zpbjSEp^x3sHpp)1o^2|NR+|Aq`C6jw%YH1ZN2vI_KUwYog{R{1oTDqT=zA-
zSO31p`}ahL8{F@?w)z`?oBQTHX*lP^S!!yms3^aD`4U=XWjSm-fNy{L>GC(<e2pmy
zKwmHJy?!0u+Go$5`<{Tl4Opw9=w|+pKYV}T!jBadW!~``AaPk~2{O2=swzRfg61Xe
zTS6w?4zLQ)>uz$FG?qZbOTeMJO8~v!Ruz9yUj1Q7^9Q%uKDc%JlakwKD{fz_fzxa^
zYYN0$R^QsQs>@rq=)J5LD%y*xo2qK-pwvODs;MilsV#++sQf~6KIXNz0`C6X;~xS5
z+?Btnqu_ar$o`re_uS-g5hRA3xD_8iqtRn1@c{Q?;cr1N&OCrFpfBp$Fs8sV6dHhA
zSFiqj?dnyWR*bcvCPKqW`<roYkA3*Fr=aKi4<24zk&ZiU^{ut#&1FSRMYmdRRkl?E
z`T}qgAAOf_$-}YZdGv@?9@5vu*t4|(8VtyQk>CJF2sFfwKoC{iT#e}=j6$HzM#Gz!
zGkR3N{g+Y);Mju3{N|3P_O7-%C@2~$s_H8NdNCM;`yy-@@2g@i{X@j-T@5rcV0mfX
zl}7iOj<O@L3P*7P)Gq|?C92zAg@1TQ!A?(g+eHHU{<EL|A?_9Tz`YVe=b(|2!1t=9
z{wkt9#Jv)Z7x&UZ`RZh-DUxcW5|u~<npeu@NVse%kF9{9Q_9x`3pG-{oX3=L=_&zR
zC+3^rS0$I&!3-)DNoG^J&ECgqOM{t_T#>3&4|6#4dZld{pZ!$!gvIH7X2r+PPfnZ_
z6EV)D&9>+kCPi%>HsH0~>_dxk-(H-1Xwme8^Cusill|80F$Z&p?aRqJFk|S6r8yrg
zn|5gSxHqPbcy;2iXGdjj8qjM=LgX}uX}m!*POr%}=_lK)d65yz(^5AN8T|aj3A?h#
zug&Pctas{~{(V=Zr_G9qnjB&qYtm0~*;ftdzhT&z<ym8Ldkr7vOiNNY%yfw|kg1|D
z6%?u%Y+!(oD9}ek4-A(H;#JaEsVGS%8=y7}(b<M*>{&`%y2KdARG57^N*}r^h%2Y^
z1yl}$$|TVlJ`Ac4jqF3E`7=07VX#t%<Y&7?u9hp*7OOobI;KzW-s!2mB3+?&i^XQK
zL`6nsW)57mWckr!C$HWpu5apUY`I%_v+C=wFCIF0Y{!$&EuFJu&ZOMMQ}b5OoV#V-
z!YAj>TR(mJl8F;$jUF+oU+?%3i%l&xD?}p(q@FnR#^tl09NGKa>UooTg=vk#0Gl)@
z!OR<zW}lJ~F*eyUI>C^gVw*l7X34nBrx(sRwCkxoPi~tzHYYhEO(C)hxK^D$)gC&`
z88OD<7%Y~?G1(zZhK0?vh<J8F*dhs$^GzJGluH&VcxvEY0bR<W2su<S40~AsnZUiY
zU@A43Lcxht(&%a?L(63WMj3=0gBW)TOCv)48Z{VUDRQ=62IT`O7`Ru&)r$p2E>}Zm
zDS~JiMu^EQ8JQ{dr$8f(A%&Pumoo4XR4I!r<3f@{*NEskK1It4Qc`?n6hAqWtcA{j
z%eFBXmcT$&V1S%XQ?Z#U4pYgdE0`3lASbA1s)|chbI2;XzYH`l$yZ46m2iU8Jc^bb
zq+$jtP;Ey?3kpUxAA_o7qTr6LW^*-czJ|ruF!(AOPeJ1<=qxppspm4SVos=-6Cz+*
zxl}zfP{koBp;%V(O<JK@3HF;T)QhxPN&V+cnDNAt)e9!i2-BKCK(l@Ptun>b;iLBM
zdhXVxpBhTaE}i-2<e|f_Kl{SYO<SH>y>@NR<O$K?W6j!mF`-)q_dhUy=Ft_4UY|W<
z`}omI`uCX}9g%6!CCQ}GLSZP6XJd0rERKQAwFspVT4PFR<iM2lF<HZ=jGj1g`1q{e
z8S&xq7OhpUFj#eVhbh!)210egNjchSRg2jX7VYBP$uDkQzkBQY4GU+D>YI{aH@Gmu
z(MZG0s`zkgzqHtX7^o#hM8btTIU*uCGBh#V664f{T2wY8h+nPUYIcU&T;X;gW1Gu>
zsB@iFrL!sxcD2c=wS*c7+#7Bpn#*8w>a7mF)o!rbjR4Gchb1J$?g|Z!2oH@6x4WFy
zP>0PGf@XC&%ubumYSNeuUfg@7_KG((xTL0}qN>8}uB^pZyNB)R**E=h*$W8K4c)y<
z)WQ>$R)5UK?b!o%SGryAaDUzftJpeJMZHI$U%2}cAPq(VhkmPtZ~Vb~H3$pad#~#C
zdsTbz`fJsj?Ue^=%MZCLKdi660yD7N4{_;3RQa&?gx~?t7YW7yHo%7va{_q7K(+eE
z_OfFH=)JiWpcjH(g6XYz`EJp6yxCEF5TRO+Xe=Kd<DD)-;qV8N4IM80_8;W0!Oryi
ziZ0Z(xq%*u{MC9C<3N((#k#;nAOpb+WBuzj?N}3LWf1f}0&ySvYd7vK|J4o1Mx1RT
zF~q~PH?_4?w>1=aT;oo{q1Wpgcdzl?uG+(G?gK3qZ?;tKZ>xE`6Y0Z9tndssh_g+2
zKD>=mxGwjx&YIKhwcp>a`?;mAu%*7VsU9Vb;FlgoqgGVc6;w4{C~y0$_|8`)o%vNw
zKydZ$g4^{4ciP?eI*RW!p1D(d!sGo*C|JBwmTra_#dPj>JKY~4Ev~)pCnE8UxO{(_
zCE>Y_$QEk>MO#)@cInbZsLg?UtE;P^HN9~D{MTo`^5S0LbBGxV3JShG`wdF5;6i|M
z!-jfyd1=w*ON2%p|8*bt)|3>30KN&YlG^&3`rCEz!f5Vn!~{CBae-t2dJ8-Xhl{nB
zFVtT7-d*r{dG)E{*7t7S^<Iwmi+(*_+IgX>74=*&)WVgmYHYe%-R5=if;=0N6)$@a
zp$jA{r;G1gC~v)932|y;K~*DCA#l=4-SssUSDSAh>L_^bZt?TKbsPDjet%PE!H)K-
z&)Xonh9bJ>Q}erJ&v?^gp#7&xo*wJ}9``<cQvQ7VkFMh#FO-%NTzY$3D;_DR=)D6#
zFY3m{>d`#fX-KBK8@O4bVNI;_hY$503$jRv+Zf*-&~IR-ru|N9HT)bro(b0)u9dWu
z)V0?Fa02w=uXx3$6O{$OpJO7DN^aK!)&k!`evI~K6^K{?LaF~0_vSa|<A#BbqQ0%R
z23Wd*FzCjp5YuE(`2xZIL)Ao2V2lwKcH>sv)w-ICt>qu$2Dn@B1Th2U#l0TwHxeXo
z7yaw6tJ@xd!~YB1s})N;O{^93wPKD&Ow_e$BoyFYjWhtbw+HkkJk5fIB-C#syG;!-
zuvCCTeW)4~LcWyC7BcCOSF$MqEV3V)f@yqz9wSJ|qKY{T7+NU=Tpe6o#h}B$+3~Fc
z5oT$_#qvmzESxKh6-fH1blKt2Yle<|dScE~<Fa>5n7C)=%$KK6-7;+O+Kj&I2lm}K
zxZmbs1GbD9uyw?Mje~nH?-R4KPxRIy$va1;Jv%Dxl}TCeESPv=<;)W+^FCNT_rrCI
zK3Ki*@S?oEGpFpHJZ{&xQO}GXv2kF=f`qudsK|Nou`B!Z-adNdQzM5j>6JV?CTd<>
z^sK0`NmkP^g|s)D)`!a+W7JJ@MNWuF9BPkGkXda^sWN~e_QgzbpfJD>p>o^+qE0QC
z=5OLNY<!l9PPI}Q5o}R3Q{oEb+kH6}Uyjk2qw!^{{rCo^Ld_0l2XTV@X?`S{4~_22
zVh3_i2QTDGRXU5)78+>_aXFl!;o;%2(NRh9v9Xb17K0WoCNeB5b3oqAnLBpwI{n#K
z1vkrT>f7oXI*Lnbe>{Kv{bQd#_sq+4r!SZ=Z2Y95<7SM^UN~Xu%Bi_)XXGuOJZ19W
zAp;T<Tn1gJLDMHbYDwO-FFrV0c<I|8K0E&U&JCmbM2D-{E(JAS&l(i18kb_3kZPUL
z-?ex|@~Z5N)su#7m@#hKf?10v=cGp^>7-^3O~s(;!SO2f{Y@dmb>=LtAeuxm2Lx!y
zK^h**EC#A#>A6$|-IvGm=gC;XaxO?$gaL}hY=wlU5kmCK)$+M|E?3WH>zGU}ovvZh
z)f}c)z}8E6Mk!Y>VX1{w8OLA1@)Piaq})Im!&gM}7qO|qEP61REDi|b`$E%;xq7CA
z%mU>rA_4T`^l}tzrh-kAGf7frkdz%H=L9L(K}sN1nqM&0UqKI2Gbnl{-Nc}qsT4hp
zqG8juY?_i5AclUJM^*7@8ZJr62~zUNY5-;-RnHC5P<^FzU%8lWmUHZ4mPNoY@#qE)
zUC*ZLSPUKbY8F?|;u}~(15;#RiuDY!jwaU9MLGs9JKMxz*+pEJh~wllVCiRMlQp1x
zWn7b5WYtS;8lgc<lh~A&>_MZST(RNZ*Z=kMwr4WplR+7aNR&{uX6}TE@4WUJI>@fN
zI%Ha$`~34$@4WNQ-hD^+?0J2|nw3K{=f#IDPmI`{)%%U<6AmrNdvnf=muF0VI(zi0
zK^fB%<3@&tWSC8<I$eTV9jDeN=uN4P(5$$mvHb_;j-9x4=DbbI)~;W=X5O?pqX&&j
zh)8r8opwWr!x-wax;&x;dx%LH%%?<HRZH_G9oYT!XYU<2_10@U*DuW-Gcd(vv?}=)
z72jo5rX`2<g{xd@WNfd9nBGxQX;H3}2wQxpF5IeiBB0Nt3$dCpjtdWWgoWEf!c3MB
zz1g9+IQ785_Aq02bLp*4o!PE7T2y+YN^el>4LXy_V6m9(HoMai8tw{>0BP*7I&C%r
z`VtLKkHK!%S-bgOd~bv7EvqeqTY|gV4R#9P!OQmip{shNTlDl?h*3bFMX<hIUJbzG
z`Z(`Dg7vKjNNaB{>1?<HtaYdA$la>__uTvL0qz3y674Vng9*dfBmV|ziP%sgFcgNg
zhdZnGw^hB<T63n=YqQX!e}Ax_o-UZ^NdZyOOL|$~u1-WfG_=)TZ7V+1Q3$+&B;p>R
z7fHnV+u&N}kvAZe?V*AKTLaKVckDT|-zU>~KAm8hTAC{xZ^M(po4*Dt2BcpV)Hatj
zR)cq{LeOnXH84^WNJWo%FH9St{`E4$0Lgz=#r8+&>(x1YS9!O(h3NOuaL#dzcRQOp
z8VS&gNHrps0w>Lr5(3cMP<gPT{GFnzk8Zj@Evr0UTk%d?#R1}k*TU@AbDjyl9hSTZ
zWrNQ@k;v8tp>^fA4V72!8;5p7-_q*(pDJ6wDFdRr`(;Vj)ryw#8kCU3vaJ42XKPnS
z!|jHf&F&xCJnG^*mHQ!eATDJ$!;DYy(949r;uN6oU$DN!Irn(g!k7c58Nl9EmE~?I
zyWyWvTMgg}=v#d2rdQ_xLK4sys}$cVfC~YL$`+!Ctf8^K#$DC@U*35N5SZ2Oax`K)
zKt4^kfMg1q@-ZQfx#oiUd>|0aI|ID{^q#A}{#8X8TxtP&j}~^1O5QKJ`)TRz@2lzx
z>MKzDhKpNJUw5Xw!<*UwCpuIqqE-==i5~X;-tn9FKE8G5^O7zM6TU3zJYC%NbxFrH
zWTI6R)faz8xH{b2MY!i-@Kv>k@Qc2=3xl$@n)AfTdEC8y|4lE>B<k}1mcsqN<6fLh
zLOoJniv?U44E+f3NuW<c<?gvyC=7)98aa9%^$5hd-Ui~9(ElUj*fS#j!+;V0OFXAt
z?bw*tj0Ky;1KSh#LUVGfsi?Z83Z-hq_M!109>z|LXT6(!z<7I}L?X5f!%T1cGsn6A
z3-0acYJ=#azO5cw7q1EkxEDfS@14^V)BclX;9kfrZq{9Q*W@>qec5*X>8=~=h)fd?
z?tM_*)>`mF)6K(wUES6b`u<OFuSlXLnh3a8(~Wy+4{)!>gL}K7FJWs2b2B(`(Fh}7
zWLOAU!G!TIKUly8vPB31hZ@KT@}c_sQ2c$U0hrA9<uNG&C<Qr8Dd3J&Vvx!-Jb{YI
zQBW9aGQ&jY+8MkMIyamti04T&HKu8?$*Ttr+c|OSYqRGaShVE8f(5V4nD*SH?48+T
zc4Uv-F=6DcNu!?48NFpx=G>&PyjUwN1~z8JKQS<2+wj!qvNK<uK63xuiAR>@o!YSU
z<0n>~+_2*K+U4)BS@G`5Wrvq6+LJqd^U%R7`=+C98a!}!&ZON_CT$rqa81ATHT`-o
z>y?lf9x_g^8o*=rVN(Z5MT6CvES;rSu*pUjEB)zG-yngnAJ5l^3(y<r0~INs;v=E?
zso4}YxWWK`g>RrSkY)DcXnp8PADYUCsrKcneEDjBiIJ_-aJ6ibASi$pKxX?fxdB`O
zMId2I70CK9p!0S`hPc8*oKCylYPXu4HdBa2XVEDmoYp}ZeP`uP-SWi7w+<fs@yClL
zWmRsB(5hQ*mDFCiRB-a-SI_TyEjMTG@Qjfo`VSwMHEP<3?0Ms+EXm28Gk)@@ewlsZ
z65^bpeG?Mq<V@bP>zOOxo~bUpT6FR3$%8L1m^gSqls?JCPcd<aL@CE78z-e&W({zy
z8k@RyLdMe3{pJqsGcB`ER$RPUrsYu(wI&B#Wb?xX!D+#UEU7x3#&Y=w8vOj!<RC4d
zZ4t7~Y_gK>FQWNySbkg}Ixz#puK-QNl#97)5o9l1oq(t3aUpNeF<Dv$L&IXIxl9e8
zr4_NYVy0S1lk+iP^5HOi*i0WD!&gA_5m0>v^dK<>!wx^Lk00z|xqcJ^_mY5nX`&#y
zh{lq!*a|jF!2zXAf(QXxTnW=(27NDd4$MF$BTz*PR8a%fRFaNLG0><6Cd%9ZeM!L#
zKMBiUCZuRYR2?r+#SKvM0@Xs2PC_$@C<eBlisO&rpjF0ph*>rP)52w#*bF0+VPG%~
zbhd%cGtvb{y2wNm8>tc_MQR|+^i-*VE;KV>U(F5?a>In&P#(j^p_#ZegOF)d3GI4W
zh$+~i6&Xb|u}x{7JZ#)^o1XgO*vX@>?HxNH(<TpAaX4{S%gR|ZPaQhgP*U_;OH*}G
z;k6&WKl9P4kKR4<@!JQF?%4M9<gx4eCag_~+}uC;)k&k?nmg_7g?Vo+oV9P>%x9-e
zSUD&oHzjdwRK$=_XQtDcfeh@3s3Gx5WBT-;GIZp;Nz>LYShjQ1Q_pUB=7|*>W>1-w
zk(v=565}+v?&IE&s1Qq-O=Z>c)8ieRmd`r%_MZG7KQB1{`A3KMY+E@yD>>Ar<{6c2
zyGfi7Z%yqTk(d@1n-&(`J0c=A+?njM#5oYzrw%o0oF-kU)g11$MYteWaJa&(4yVcH
zG}=N9b{9eOhJfY;`gIwsAv%*yZ7?ZydZkvU(&@AYy}@iW+sw8Qo6{8%0**JtVsV(Q
zPOB{x=+_S1YqXmUHj|g{g}B$70$){C1(8EpSt;<${Z94~p!=9#z2MLTeeWv)h(7Kw
z86MC(t?u@^i<tf<Tmsxg$O7_}pmXpLh9~YdpusklV1o(f5Y_}hP_+l{Rln8chA{PO
z!dADb;?Jt3yt{;+k>H3hH`>wI(U9L>@o7il3ta_I-s_%U-uqkS9wL;jXjjM0m)lB@
zx7PnIE7sGe|4lNTHwPA6A7Unecp=a|b?fdAmA8MXtu3f8x!F)u*nrnckY&a7%>}is
zuyKG2;-7Q8J<%@^GXC*GRaZ6WG)&I7H??#$wcY{bsO+fw4yWZ2rnkxcc3Jt68|A02
zRDVY}<X3)ntNcWD*^#D-w{N=-x7WUNw;pz6Q2%x(Ss<bUrD_N)ZmT%iQu$R=)%k|1
zt99-IueK1l_e$mMbLAapOFPe%wch}suWN2;MU5EogSs<98|*G<s`&PH`A2Q#$2uyH
zcGbZA;n=VE6u1f#E^3698!l=cHDCOZ^#wYG1Q)NkbHHSJP)$3OvrsbNeec}}fi7eZ
zXjtfZe|ms!^<U3Wbg$D`4Fpx&R(+%Kx)+%M=%TD1&CA!}^<vGn@1bxgt2<uQ`MdM)
z!M)#A)%;w0tDvDUzoG16b=`->-RpSWHcl2c9k^Vu=f_KEubsd2#`#P8E?nAw;o_SY
zF1~*L(t!&XPF?x#>z_aU;qqITFFtqm$2He4tjNE*CI9Ny8y8poa$)V&%e$^zJ#eMq
zlPg7M|BF^o22&J-yAuzocYdLXaQeI3+;JD|dCxQUpDyF<LH_``w?`iW$840i5mPC+
zQkZw}j>3RQan&9)KvPfap-kuo>fJKq-{D?(5E2RsBKM@d^LFiRH>~7PiALbw#v-DY
z@OFLA=h3@yk39RK$Qd_}cZ~DbNB4igz4gGosJ4UPq3L#GV-t{XeN}xGvfKVU7hmta
zmk;$&O-V!fxz-!cdsN@MQE}i6u)vt;Zt08d`A;?HzxKD;ZJ79g)*a=X{|nr!5s5qv
zML73yuNZtURU;v5q=6pFH&9LJdjWcbR4_LaWB!;T<&s3KAR&`1!qhd7B^My>jV<G$
zHip8bf$#NUl6;tCA2uz3&!+M@3?7RP+-p=SZEB54DhHP(4xoTLRRz(FRJM)A4WV(J
zR89ngm%x{fw7E76AM@O_ncK4`ZXcih?3A3BW=?-?-mJG)F8T1OC(gXM<GVf2pV+!~
z^O!-4(qmU;Cauj%T-h&XQLnJP80+jf`|>`qTSoNXJ#Fm1dD9Opntf#D;*%TKp4znj
z*qW7ZFI}{EPTro}X|K+hx_{oR6Khv}v~lgRl}nE-ng8~J*>6mr^z^W-RjCQH!|hWn
zS^(g|YE`;i8OfEX{b>>(f0=)vBrt&Q@52l5!OXXiMl=b{U&$gXU{>qrEAjDD`_c5i
zES)b)@5?m@NX-5+jjvGY5AIK;hG{JgbNvD~M@;95NgO^?C{^f8Mw`=Q4KZ142BT4>
zR0w$-J{zZtrB{d}?8dA<y%x@%v18lj{cr5~?BkDa<`>jf*Hu;4m6cW(7M7ns|I4Wl
zzIcA;tJ5at4e2**<NyNq<_sM-eZ=_Ok=c_5kHB1ZMsn)NjI4z-a`!&}{P(9nZ7413
zs41(scK*!qgFDyGpE)9ZV2q)^D|mdWJ*Te=3Wv$5j@empvj!$jNQ)jAVUN|S4ScbH
z#G(1~Xn=?eBby(_7RPg>i41<EKiT95vX_kD36q#_7jaDVKncZ%%M9RigZO+BUbzfE
zCe4q*2xPMWfEhAWw?XZ|fEO7}4xuj#G6R+x2^TyD1O_rTNyrM|vHaL<KQ_~sL-Sz)
zLNgG890=jAkQ~VO_hb79ut`+d!-^>^35g-{Cv*Ks9O!!~R1uRdCDarY2{Q;3t_aYV
z6)0yD@?aH<j1-JulAkOPEg;yFi=m`Krt2@^lNCa$T0mCugOptVV2*z<H$VXZ%nwov
z$yzbhAfg)hBrPXM!y>5}$kYf@l7kc^l7d80lIbckOGDvmDFQ87s3nWEB(XL~qQNUo
zXk_xOT&`2d3lngiT!w{9Hwu`>V7}QH9AZ~H?Mj;g<_SRzvq+XbAam!cRbL!_``D{5
z<z)7Y)+n4ZQATvw(<>HzbK>aj@>~B8y5f?X*Dstq^U0|XjvhXKVDF))H}A^Leqvy+
zHK`FB`o+IAap+s~ryg51@A&$q@2y|DZ}F_n<3}vWNY6=$9~&P%CNXYQQo@Mjq!FpT
zMy2-|mywk-eB}J8Gq$c;w`=oL+czLHe96dx!;_<v!mMEqgTrZdL^>P^5ze&u(2Uf`
znG=S*zUzr|pT1Xr^K#>@pMLu4#NHk2#|(%MH;U~#euzmN9ifYhx5XxfL?t`Jlbz1Q
z5Nn*>5M|Ybo7ABuO{iJtvYNs}2;3VH7DBMTVb+jPh#7PiJ5&wOHdr9#g`n3FYO*=>
zW-Dl3t-%1$t2Y@87Nf~#vN$X@rxl>rWHlJAdb1szF@b(9PK(KI0`&FbUeLT~(5eCS
zUbt}n(xnTii2v)p<B`95x+GNG+^=*adc?<6x_Ns#bd(?}yE<FiTdH7n1;Z=E>B4@t
zqxRd*+OOgHfC+I_U3FHz2h)JNm2du9y`SJPn>|Tn^>C4e1MSfc!Ykks0e%0386$QH
zCiWd|zjmVIFX=?($jz4t1s#%zt6l?_0{PsprO2n)j`!OuKWnSIPDm?zYz=d@-mV<{
z6%OsOf=0}C7uL0%uj>4~l*m>CC41sl=b4Jy^VP*a)xzNDmy0zw&$%nkRy2ND)_%I=
z4k9W*2L5x7w<qqx_P;K>bFI3gwi&Rd9`eQFrlOMOVx$MOB4DEG09=uKGQ9-otvU_R
z3p3Ko9t+c})!$yP{<_fpd2!W;?yC1&LAJy1x8|+;$;E^<*}aB$0am+^YEgNtwfrP#
zD3p@}`c_ug-Eub;RyEzMYAkj)RKRGtvALrYwA&q&OriXYnDwo$sB;(9yWz<3OJmi=
z=E^hJLPy!5JCz5$;tD|Ddv))441^zLeF1KPA|PyNLn(g;{1yleCqd$Qz_9naVA)%n
z_5cZc-}e}WH2|Aoq30Fsx$Ir18GK+zqq_~}6y3NN=oj$g0q6w){;8($hpO5y%i4|?
zbt@daSK)ZkuV0jQeqULCsiyF9?TsJY<zJRJo+#?_{uL?|Kwp5~Z6Ck5`sgBWTXS^L
z+WQU5>y9qm{N93X@6Fl%-t=eQowW1lm|gFV-gRs|(cT@6Uw6DaamTUgJC4uUabo^|
z(GH#23FzxRYVU}w7NgHjWGi+7ul76}|LL-~-VN$#oPRtHz`g(e_isdYipMnD3t79z
zm>wqf0s6%ggiA?SXMhv#VISvVs(a`hJX|j5Ttc+mjtf~^(Oe2QImoTO&b`p?;@`0m
z;!DOe(?NWP5LUfyc+Byz<B0ypxc3GW4#2%=ZJoE9p(Vy7PIE&|V>JSI{yW_3z4xxy
z{!&p})=>G=?VI~M3wIE1W}Zxw2ia|1`I}qwpKB~VbAJk^C%OA@+3UuWpP&D~z`bzU
z)d&Ry=oRsxb3lxkR>IUu8Coe#E2U_qWB_2o%UA4eR29fx0hF3S0(t<S79fCW6!<kB
zGLBhtK2yx52pB;;0wMYF=>Y;3Sp<_>E>nnXTF5tp<z}TqFP13T9AQ9^&@Vtqrs?Ty
z3yW)Ia7+}2A&{c?3yKrTa?|=OA3A(yTJPLmy%uF=tc4(9>g2sEmVCDR*$apE|9teV
z)4O+Wn=)?EfRtsKDJwIRR}4s4oE|eL(KS2KwKzR?b!O@lBQmy)8M1xc@aJ>JgZnzL
zaL((qX1q3Y+P*ot|C&GhtwnR+U9tG%O>4h+awE~UZunx$x)0YZeQWmAmnV$eF)U;A
zfYjB!6XztxW=BM1S{?C9ZIoOYuhYfoG|pg&Rf4i0o=L(nh*)|7Lk9sfjU@K<k@)zi
z11S1HhSry^^J7`a0#lGs>BExyLKQ4f(uE>2n-60sCYQ_RvRG`XMCuHITrtXyYIn6p
zA(cpYTp{N21>6vWCN(B}WM<#FQzt#OVa?v%&mBGR=GUh`tth(HTwCuhtt>9MmH%`8
zxo>`a|DEH{Y<_ye@Ns?P)B44yW+kPMNC28ZWxvlD*MDF(oPYag4oOWPn>lDnZr;n=
zx1TwAqU2}vDWz>y#ic+0@a>21?Ax_z&8+M(eWSBt&7)FXqk4r6im?ugwvJ3fut;RO
z(-x^#>$n0z5EF7_61;~=GH7wxTq{f9Wbm9+mN@{P7C{OIUBiPkS6~uww6s706{wZO
z=TrGS_+pXR%m6ywk4p2S(gT?o2C-?d%;M9?JQ{`1po!Q_8ILW;;EBtSu!!4-OAlZ%
z16a_6umU+$LJ7@e2J(QJ=_EcCLXiL#DTqy@3+PM{jVUD4cmY8yzd%Mn5R**iFlj;#
zUCgG6SY#nHNWerCGD*xPLtrdpk)^ai5eY60eqh~2bc&oohUk}1_ZJ9g!3b>OQ{-Hd
zloKdnqXl@Ilt&7dFtliJZ(s&slp}&D0_;AWDkBAn0s+No5-Q5#_$sDQO&6+YLIp(-
zOcu(iLM20}=ZI{4VW@x~D&X3og%Pn03Zcm;vp6-jFpUY0X%;@uz@Q|mW%Gvgdv)df
z&-UzkZ~MBr8A(}o^&qEi_Mo)4o?7?Q$M4nWUv4V7QE>4)L>ixZ|HzTU2j4ri|G=)T
zTW5@2nH9e@Ep%;W+)Fb?yt6v*qwOnCKfB@MT^kOrU-(4Mi1|a(XJ+=w>7Sh4CvkM|
zgyE_2LsR32q$LjR(`&?lK9fccTbP%-ZrRc;YuBz=xN!84p((NPp%%NtXo(ID>lGWD
znVLLqaK`*8**n&)ICb!iU%olrP<W;Gm-9b<cx3PPbu&ivOAUi3ugIq1g<9lcq1x~W
zQ+SL$JR#H>=QM^}v@WwY%xZ{mSfX8)=rB__xa1IP7}O2~^tHR-Y-TrDY$jWX#qI<H
zjAn6!m~D2W#iBQxF(}lVjb6}ec33PS7PG@_c3`MzG};U>j=-xKL&gxiNi;9+^?r2%
z_ZHqP`0A@Kzxn12>gE5_p78<nMVIGQ1w4WkJu47tO6ah#4thgWrgVP_qy?}PsK3!x
zcMS$&ZSL>es?I>`2x|gVw84<}UhU!EAb5Dd`nnI?sq{eKx+}l0LHivYjZf^jU3aIs
z>~78XT}6Ak3Z4SHi)ln6F94-prO)2E1*Vtqk7`4ZR!_w#B#Y=|J**?KtB(V{UOo+>
z!;p7=Ro3-cY5PaT?e7=eL4NCJ<<;L*6@TY0JX>}1%Zjp3%W6L;Zar3X=fRA5Pc-|_
zm%%5a2o7ey&`h9C2M$Qr>#i2oU9G4&+gkZH<j|f(iDLkk?e2GKD&8-yJbk_9M*_(G
z-mUaX?fL7~-<G<+Y^wScMQwMgkE8VLUOhy)#|U|eN15PFWb3Lt)K>m}OZn%Gm6vMW
zMO9E7RM%B|43*((h4c=9Ui@GIzdopd^WIJfnX0e2QeSqazVvu=`QfhWw+UG8DS3M=
z>-!M*wn6Rbt=xa?l)>*V@qc=k!hj3ZKT4&3Y5e8UndrJpI9I6jFQ_lOR^5aE5hyx(
zj!=-S2QkCB%Ek*d`9D-&|FXjUVM*(;`|4lsbp*`|#5?EpzW<*zKxMGR-gANh0~|%F
zaU*xadG8U|yT3Vy-h12YH-eaB$kB@`+!rtZbOmFA8uxwN>jl2xX+hEwJT0Dj0`3wh
zyIbl&3|>4EbUZ<57|3`Vfm8_$+^zV<0!V(ZQUWUwa~a^|VUyc@>t@qU2x{tDaU6|!
z-@7$nc$jja8WFE}hk(kSZxY->gu4cYHXc#^1Hl7+^$3kHKT!`Ea6?N?X=5=8${@;p
z^d9*0>NdDT)V5ZGizdDhy4suD8n7K~wx+4dV|@4D=zG1Ney#3WX<cbu^|jWr6I~^*
zL-l>H?0MANcB_2vSGTp4e9%yFsjj*dI<&|BfaxtPgd5K<{|nrULUd0pIv2(ZItf=V
z<r-vMgPf!H6clOU<%<{#F-<L|szhj5U?@?i1Xhj_D4+)l86+v2ipn)P7sX3dAtOit
zFbtv%@=7jM4*ym@O9m=fzzG&`lmecD$B{DVVk$*MCdsH&EoyD}0z_?Dczh#+rA26&
zf1s7c>1VSK3JdF{(<LgEy|kK4hi!af{PHoQ_H9^u^2O&)z4+Xl8`rKHJ0h=7@|-@2
zO9rH@AKw4zi6dT_o%7nfX}fbLK0R^d`k@0BrzcL24xJGdx;QOyS)UYGLo7{8+&nb%
z`H5rRm^tO(yqOR~9$7r+_{xPJuV4PvmbG7QUi0yq#V3}|eQ)8+V~b`UUq1iPvIV>6
z&e}44`pStDmrclCHD&UW3FD>>${3ZFm>Cn69%f5*n&VCC5Gh~FAWQswWWGKoI>Ul;
zCO=ZJPoUbLqVgq!C>DV$4xmT_DM(ph`S`MY{Ww8EVkX0+RP>68=^dZoGFy=JA)wL3
zOu9uG+$S!2&g2PORxW+^iS@g;ZF%Xbt$TJpy?^%$pB{U+BL7A!dh}bxx32zj?Z*pe
zKK%5+E3dCzxO7lzpKznau24JGy5tbofY|t<DXF9S_8*@)a6!)0m!91A(c!m${`O4S
zwab+^ek#3s{+DxKe0}op!I!pgSvD(YSl_HfS9+v1$zg~!Yhz9NM7u54Y;`C!MzK;S
zQp-4UdH|FiY;vH8Muq!<hQ&3oct$2iN24ogv|tt!al=YfG;*0T2wRvWE|<y^&|z>V
z5V80I2A4-=u}Cyj^l_*x4voX6vRP<Ypz}CPK9?!rvV<5OaTuVwc^n##L+A0ZK;;4|
z(*l@G5(hI0Opn1Vox-6}ICL7923ZZ2L!q!pBnBynK_)S26l{~nfvkou;DA>L#-{LD
zWImJ3V~}|CATBkKXfzU^LBUW=%BD*gWb7@UOB3@MQa)YEqe-|F5r-^f1@W1IXgrMY
z_*99IE*H?{9EzCg53?`6Or({Hw7~6wfov*1h$|Dq(oe48OO=Q&r13;lo{)j$GO=C+
zYYSPpK;RVcEMh1E#Ad775pJ+Y8%*H}xtT?Fume-oys1f!=krFsw{h;ttqcFPD0_Lo
z@VrFx%E5`RESz}u&0PhjkLG`M^86>qPQ3N{f!AK#`}*$v2lst&;^?7QcPyKbH7&(9
zC)KugMB*DuC!X55{OsOs-yhid<r_~O+`4Gx#LSt4lID-;H+xjyasA^4r-TiN59u2p
z(myGze@bNkUNKqeiNi9}CyyPzWM1C<ylI06^o<P<wd%E?RQskRj~zUC+L$pbXU%?j
z>ysb6x$pc(rwYz~RrKANA5Xq}V8`Ys7vwI1rEhv%m`0=#P)xxbi&ktg20NU_=!A%f
zga{p!!I;E|0QVak(<e1DEyWlfs<ByggpSAI2y=zNhzyl(C|GlZ*c>5N6tCI9>RJqD
zv)*I`=+y!AT8$>V*#b#}%WieqOb#=e&1JKMT69*O){J^k0{U8=pn|)7%<wIWM+6qW
z*9(6+{n@8qe))M>Y4LxGD6qZ<*?L&tF2YK;Ct`f?CqkR|M~5+Z`~v!dZf&k=ZK^~8
z8c|#ZB;0tjz2Q1|U@(Ngy7zgYug8q5;RulMUH8$BiVyzaIrh6g9S&U`m7jN&9Jo^i
zS?|t!m9G+@*Zn&5y>|;Y6N<`;58D8q3Euc2RfujBUABi%BI1}I%k+BrG~}#-gZ;Fm
z{Y*v8mlY_3x_z>^^>kVN=jAnkyC0P_esHVx{i4pEGSPnybRSt0p%p(@w?j*e-W|9X
zy={Ko&sBABJpQ(;`Uolkfm(lScn{|a{<;mdKe`+8OBx_v^(t2%_RBxl{Zv?gwW8rh
zQ$t}J<RA5yJ8Hi{-0&Y0+3wXJ{k8Te%y`?%KWHk4nNkrzFYXpp^fWgEQ4v1E7{I{&
z_7Tua^vl&%fWB4k8@Jp)mQ{VyTy_xQ)E?+dIC%V#^#xf6+yXEI)hGde9<P)6-NpSc
zZqeq}MifbvwU(h^>UWsOlSF*I{yK!awav9PO-(RW2K4QzNa=}tzjx<<TH1KL=+3+M
z)xZBg#Jzy52(3UM2Y@K<;eUR*y!SS0^zv)lVa<op);BlYpL}%|#e*n%#Wg2%4)F5z
z*a+id0kRU!Q^MwXeOTSr&Cn8B2<*oF<}srn&~JAxiHFF&zYc+xJ6mseG}X4(fSE_D
zZL2{*Fa!p055{N|^8)a-gGDo5QTzxTj!l6;hS_)nrX8BA;o$(w7jJbN7Vv9LbCtWf
z0<Rb{qTUTx*#lO8{@p$B=b#s>U2pis-BJOAwY#Y5yW0tuU>HZB5h*A2zj)^h{`uB=
zt_f|hC!+m&Tiv&J-S6Fno7t`H#GI73x(#7ECA)}ZlUqpn`Lv<Bz*9~~JYkRgfbYF^
z>sDc5!T$pHs)Z;bVrxVkkiEdYI+PX3h^CWrbW(7?ETYoQ)6~Q(3xu#5N=+_B!a_m-
zz#B=%p$7A4axP8Ap@<lPLSl9~P|7AN1gObpD+DY^AQZs8e720u0L#Y5Ts0{`L?xlH
zA3{%)SZEfDj6%Ma%~GPypF-9$nPH0H2&KZrVQc9$6Ppz(5hoe+BNG#rPn_`Nyg5(I
z%3CsS?D&+V;Sr(PvEg}X@vDaR-!*;0;dRU2dt&w8#j~H8JZ5=D+VmLLXp0tYMs(=h
z#Hcy(5sOk{*Jh+WHFDtY$z%3R%YG$i%qx>e?a3LvciOmvd6V9rJ>~G6DM#l`Ke0IP
z)71;VesbOC&ul)nb>o{G*X>@j^2IePUfZ<p<qfN!UOazY?v#b&M$8<RHGNS3@#)E#
zk)f$pLxNtNY}EF1+WR_e2^w{@LLR45#wZmovDhgRhRGzMQn3|c4+Jx?=q5hf87xf+
zv5oGVK4w7w^r*-%omR~Sfh<UIIcJO>`RY?op7__k6Z`ibe&wZCwrzcB>*hC~+x79=
zhYDbKbN!dX3+I1^_08$ipB_1~|GDQkE?P7$Gczq5`4*N$yFDu*VNAcilLrl&IePTM
z$&<G(U3%!H-JidE<lHAGe>i>es}GKRa%BIBgL@9V^z_b+%a_cYIC4O*WE9!!RTf3C
zRi&|OOoSb(#-<kOU__>onB@Wkiy|cl2q+}rUNIBkmMv$pWlWZo!H_VS5;hBUjZ!X4
z!eye05n={DpUD@o`BI)x#urL?d@-BDr!xRm@ycf~iN*x)O*9^h&0}$RY%Y(@yWjXc
zHqp3D9+S#qQkX0%i%sKj=v*!X!3soU(>W|Un@M9asAx<ytjVIWISdZg!9Vhtd~f42
zc=%r?h0P$d(6GRwVGDc+($Uy-AZ<REfn||^B^IzmP@ixCo2fh?Z59O(9SB??L<lcO
zDrAZ94v#6&1nbla9S4yPG>(8Tkx3Q7!D<L{#WJ}-B;oJ{Y`%ammWyNtnbIj$L<mvD
zDKN`KMy=fF(3&Ik`WT%eQpUE@eB%UuQ)4wdvQt0YIQ8t)b3a-$;n1v%=SD_9Ga_cs
z^o--{r(b;Ysmn)R`sDSe_ikUaaY^3F#k00;+xW_xuYK^z@dIx>J8gK%;BeWbB+Zf$
zF}s(JegD}d-@LW``=if({;zHOw#{FZoj!SB^z3oHXJ_}#8IdwNGiG3KS4L`RR(ixh
zko^5(`=v!D#W_-w!iEp(J$z7lYGOoeq$57c*)J_IXWXcTxw*^p<~+S}!@Do<`}X})
z*T4L_@XXhjKRkJA&&$s&nzL&1n03>$7mgb`qE~d9%M|a>xlAg9T58ZK388vKsEWup
zHacQs;`{aKGi+$Dftl9mD7DQB=xYGZjR?b3htn16bVAi0;tau$!|p)!nhg#nCac+q
zW+T)KW~g~xHe0yE8fG_w+6}dYL^&N14!vEkwP*}By$SR*SYJnXT^qhX-8EHZwWZgJ
zubuhstMAU8g<1VS?<IS#>BYAoVNm~q{t;c0hb$%f#Q&GK^MHyX!M^@FDmit|fhOmi
zMMW_O%!(NdU{*j-qGVJ+Bq?SP6;w<Jn8uvOtf(M4=Pbc6v;Xf_H#)2{&d%=ae4cmu
zR2NlE(-hXPZryhu7Q|w&B=PJ|o`s3@v!1phMEep0F9_8aO<P3r!#`V3{?eH7vF3Ph
zO?D44e_>$qn3#?T4Y{Jb;bBkNQS?NMd)fAgp%+oT$)C~7R)PSBW5n!+fm0Rwm0qNl
zNkr*i@1hR;F(HV-;eg<>r*%D0dVxUq>niWpRa~uV$*btPT-kA{q6@<BU)OlQqAzZv
zU#s{8%tm$u5t}CNNiT1C+uHmZ*9CA#BLo8<%g-%m`l?U9ufBx1<EHk8x^{SBku?gN
zaS;SAv~IyLNkk{Lm4g8we-SEodo{)}cQ@SYt-CDIe#I8+3u50d8Vrd`jE}V^x~sF>
zYach)mozn0!|MsVD2NyTK)<j#esc=``V?J1@0#DeYj{vwbrxf(F`W8eRo|1n4L5pP
zUUzrai$NC}V1E<<4y1t}`2T7dx2FM77zFkW_ewhJ;VA_yK@!Bb!|xZLHjoc}YH*lf
zm<YJ{b|psawLPvcyIWf!j(YfZmh^A+-VKK*ZaOmAGtJ5S=nS9qnP1EM=*-PWr+cP4
zVS|C&U^8rtU9eIj8e;*QVPotf*?r)?1BK;*dN0AQ67KCGhIHVA{ga;|j%`Uk39|Tp
zs{L@Y@)NQt@?JOP-Fo=&;RASC#C>hV70;gt5C(P=b|ZKL+B#a1vW&Jwyn-Y`8UIUs
z;a<W;4=To0PX)0}F@ihVI$BzLTI)LN3abk7|5909Sz~)cZy%)I4y1BCd-m+^-Mi18
zJ#B7oB=B2oiD_v^M{a$6do2-P_Jw;JI|<@NqAy~5@d%L?+>23elDvq4{Q1Yr7<EzI
zUIE<wh}j*VKeTrv@20k{qZ-Ey{-*wT-#_|l^K-m1+)9m|<z1a`dYi8Gm7)g$8Fxvz
zJSPTNG^7%NGZl$QS?n%5-ck3YrKz&9skXkUuC}SRwy6exV*S-nU0qXET~+yaa4%-G
z^%sT|i%XS(=v55ORYIwv7(ibDFfbTAOhI9pPgMZrA}$Ji3+NR9acPQJiKi?jX&^Da
zO01+Sb15)%DvEDoE3uU2=?XFwnIRNRoRyQ}D9MXxBt%o;2Dv(oOoU0H!HJ}#K_%<4
znK}#_S5Af_Bdtj$8L*h9Jg%*V#yC@xiRR{xhK9CkY6et_DUCc{OSHh!c#Wfd@cfyF
zeKsER-@M!1C1}=^wGOtfmWE5s^jF!L`A-?M-FZg5i*tgD^UitGcFdU?w_xV(g)?I3
zPKj`G^c!XEVPmw;OlPCHp6_t;$Vm=+7EC+7YVld`HD`moGedk2ZS#%a;*qe`>ri-5
z`p)oU(Gh9eL-&XHC;55Dd2iajVf8jQm!K6(!`H5iTE8lCy?f}YWxh-2`z)F(d0aos
zX_eDNcc%%<CyiO`IAY##o0&FdGi=P}*jq21IL2d<vzN<a_t`V&I*tMck2W@3FkxKq
zhPBzLhwfjza3$kdW^!VDP(b{)fRlTZu4W#;pMCyePWG)cr>~tnaW&(3PTG-^dy-Nj
z!^1o__^fdCa#@1Mkd5oM`*=nBZrK&!7r$-WzNo0<Nr{<zlhfj35JDB@>k+uoZOa;$
zbuM$3%$zXU!NwAU1|V3fD6vTtO}@IJrm=~Rm4T*(8W$r+FnC0lMFXdcR1^hDXc<#v
zD-*cOkd{%AmR5%1s;EdMsW7Ny7LCHDqsUA;nZcyc*;EFX&g3x|JUZx?!c<X)r-4NR
zACtt9cSyY>G07?nG6_YekZBYO6-A~{h@zs%B&fkaSrxJpiK<Mdk*IVsibfRRl0>1Z
zpvd@=c!79|Es2d)DA<@mrZFgVqF~h^QL!0C{8c<s`gfsHRcKTdI*o+)%w$l+MP@L_
z3_6KUlnU|4Br{kPCL4T9V{_<i9*ZmD358q?cVO|@Ty0D%)7DWHs&Y9T7K@30EEWs%
zdbxZdPoT}ikTd~irkQZqdIFBNh@+;?=IXNOCLEF(Q^rL3hbbCLQS<F{f?Zzk-%_xD
z%Z+V|ay+NyZJv2?^PDrDv(Ni3xgPCxKFTY0-NH39$4s;}nmT5fkN1W>hf;E`W~Uw8
zHD{c;y}JAibEf+w!;qB|4~DM1d^q%GMoiA(uzeA0H!dEtaI*Q5X*O>29lch~@>)H6
z`NHvw=8RtAJkDjoq-BepW=$JqZlbQPN)-tx8X|_ij=;g*V%d_pzTO)mg9CPkgoJGg
zhzr_&dSCjTvw3fB+<o)o&AX>gW$cO$c3-x6!R(OLuCYEF_J;Yz_<5{dG<)Jm8%*!u
zFsZ7l0#$VpODIs))wLcydcy44vz9KM;_PfOa-_DY2`;L1j15h#EX=JejZ6sIH8D0a
zLr#N*nT4e}%FM#d*v!NbjtFA|9b=@Q>FJ;+&Qu?zZK9`#t~jXDHl_ezO#=<0^ffee
z)zr0Azxo{TUubD_$=mw3ugYH)Ru;e+^e4}fzuioHE+g(*;#`K4BjI@v_ji9$fd5_A
z*#L*F_{H10JL-YHy-g23)Ma7T*e^{d0KH=L#q_a^Pjx4OzQ3dT0($Fi^<WTEF{ZG^
z^xGR6j$k4ZLd*#0tv-+5`ECN3F?P0J?ER|r5@N4dN5YTu&Cduh0C^&`3jO<l-W%1;
zw`;2()|Wo0FTYXK2<Xi&>pfTU@l46*zi4b22)*c-!%cQX#o}8Nx1qaQa6)ftFYjo9
z9{vC=fyn8F9{#yGtGD`eXZ4kqhIdHoYHn?8Zfk6AZ-nF}Is4-@ErDJLUt+)`t}F=h
zZ>vNST2E_!Z}TJcoqcGy__a%pF#Q63>rVlFJF0KB)D<Gw8Rie551<z+8|2@wp!>}N
z&d9~h@MF9zY`9-hn+NnAsQP|xI*oAV-ufT=IxBIspa`XRz#Z^!KKZ}?^n2Wk7OIN&
zGJK@Cb1nHU;6|V?G*7f5LedBN=9GSZP}TdSru}|x!;e)>=z7D&$k*S|_w-&6?3QD*
zgEALIoLRa3-0H6tdDcDb^zwj=1z_5N+h8+nj9su&!nD``n_*+@BH4Z5zW;`MaR~^;
zm(b6@J&b?%!;~D`4eecpO$78_sUQXj!nd4P*m?iuyP~3Zm{SO)7k}5djQuk#jTh|d
zZtv`Ce^>tQRMyGkM5p;9bS46EC9i-tM*Lqvj1lPt^k!w9K6dOF0K2TRtN}MQYKn8O
z<z`*Tx_$3<VNqd6XFF~rAiX&w<3v(Y(uor%%F0S4+zVF&!sx16D{-v{=ta<+#ODCY
zMe+uq7ngoG_;JCAFV+3$+zV9}sEmL$#0x|3h0g)pi(>`@;Qk}O#J@1G_$~t`Vzl%&
zclEV3cULtx-|r|r&{Gigp%|kicYi@&VyNH8B4qg{ysye_Yj|GYTvF9qQPxsg(p+5J
zTvQ~k^5(L}mO8W~{~g>5j#UTBvdJPANtH?9E<vzjh!qRA{oE^oUQI4llSjicw&9ZH
z2-75{YEdy`fY?kx7q5hwQbk6*9<QTBa4!Yiixgi)7UArap~w!Q$PA{*q2FFsKv4$z
zqJ(5+uA&@IQBFhzxss9Ps;aEO7&@3EBc;cnoAP-km}|>o>d|RhBo$S8IiA!|&JTlh
z6y?Tgsm(JtbT-#_bFd9vI6Gp=JdcT^U93%J>8efF5;z-bx!IZfJB{1DY(d7>ji>xQ
z53E_1;4*L5!kMuPrUQLr=1vKj?BFxfa*dhpDibXaYokC%+t`^C4!F)ezF|fB=CvuC
zR_$1`EWl-cfXjj%>)n#JdL9n-Pmc;lr9}iC3i00;xFy-wGbO+$eS64>o#CnBfd{s2
z-Q(xA$A9yo5I<~?65x%!5_~r8-n>56V@=e$mBA|(2e>W>a9tR(YI&^prZ`{k?VC6G
zyDwigYnuB^C*PH>dqab6o;va5(#0P$(le8G?+)0C%1nyONj;dGb|~k_fph!!oJmPK
zvo9%YZ{o?M-RZk_?h6l2+~$`M=!?gcux)s{H*DLU(BPzy;Dq4d-9eaa;pMZ^)ot$d
zx#LGp8DTkLn3<!M0mc=WY6&o^kENnOmW3mhq{-JX)HF5Hw$#_KROcHDSQtfNz-JqZ
z1f~L>5siuv1_6nL?l$I7DdoX~6{Mw<<mE`pN;C>^m&#$%xJ(*{MPspPOb!ju%j6Tq
z;L)J{l2BY4g@*tTI+cr}Q8-{_8U@76q){0(DxFHB5ruy=DuqS`{SrDbh?flFWm0G?
z8l442l_)xs`Y(l**Z`gbkT9K0VPcjFoxx$SB*n&8sbF9*GXcyf2|_a{4B#%4!eUZc
z_!t1UY~szcz_%#wm*N3;>1+X$tHu+m@l*wD9*@c9GT0)%&=504^z>B)0)lxNbS8tr
zX0!PMzM8tGnub1K)qo=~;R#JuRgE;%475brnmoQPmtiWPTJe>vSwrSq@D6#*eVFX?
z_Ha;s%9b0!E?0e>?}jeBv29t_ra8yg%|7YvlCo}r&rHYJ)&}N$nvJg7@<nsQ!-7+f
z?2n7|pJJzHr>Zd9O1Rd^D%8#Cz_wMn2g0u(kIOl{{or;_pXJkBrrR%a8n$-nl$g*>
zi939QeB8V@EZyR<!q0nEpzns&D;L_^n(#Rk1=&F=iqg8;q8Uz;BEz<&9onCE@W8&r
z<Q>70v7yn&_Z_`_^8CG=%XiLaUpRbdUu0O|>J{ED^Mltd-yaop=R)S4oKtu=o~xHl
z95cem5DY5f3ixb+K-17@)TAjh7cQFX;yQKiJnNAT254tPXo<10shOFnnW-TpUPI*a
z8e3SH+t^s!+1c6+v$GjyYiVO;YGrN+(*@#rO$gjYX#sSNbg*D#ZE6g|FfbVMud$A{
z5gfmo>N;xQa4!ORN?S^*TdUeS{-t03cTbUjyi#&HBe+-M{rmI*%`ZUTKYt1y@cQDJ
z7w|mP-}q2_=5t*JaQB~*)Zc#9_e5VUR9`@B8A8$s%S3xkcjGe*q3A140QB~sK?vwg
z!C>MK#j$<mseR2)d%Nnok#E+I1Von&-k$h9f62xlKnoHikOc5z8rR##9zqE$>%CUh
zbgQNs=zFWC?pjsrz{J;Ypy<DT3b7H~b+7sZ?8K6f1;`5Y?dYiMYAx<<{s|Fe67K!E
z1tbZ*H?OtsWpiT{G8Pc?CH4;x+vB7UDNJ&=SE6bT_>kKP{>Si(wzBt4FM1koeXKt>
zFct0RW~jayJvG^#^-sIns?c_iaAf!_f9vcWh`wU(Eh2PgSdr_0YOc)gsm%P;0NoxL
z9Y}aMgYhLua_(z=(c4wq*VF!A9UlLI`9b1ysCi$F5HpYr3e$%Hy(O(h_+;=Aee<zM
zCR1ScG%h-jNQOM#XEhzSsycq_?EN11LcaydCSUSBb|>c4gQVm4b{)MFgF1XOYVVbR
z*zAoVr(D3aNtd=Bz7dgjdnYROW)!v$KDE><ZQ91elYEcQOU&~*dUN~n+cC%Q#HN4Q
zcjx)FKIyZ*&%K>6IW%<=W&(iamxKJ@d{&Z!9KKa_Yl@BQ{hgTC%X;2cATXc-yo)4<
z@0ouF9!`=&6xi9))zs3{{5bz{)Xu2j;NaZcT<|l-qu??}Eb{-#y>DLUNAKJjv@Q5-
zcFxO!!s?dB!ithJ7tS6#e(c({YnY$j-rk19g1o%kq{PI)fPlorgo1*%1o!rKcXYL3
z+#de#YUrrLH^q0ykBq{V4q&yaqq4NU1TAuHUCqRr&brEuavTGY{U!Cf^>uzrK4gCs
z7V=y0^fgv~-2ed~c!j#ITG%c6KEkPtp?zq+t47=eVxQsuh1&tjEpbq_y!!eIlGpkA
z${=LPSMkayn9KpaHC@%+AK&+U>S^d{sBL}OTy?&)^iXf<o{ts#ey+y=i_`zabj$i<
zpDU6+mhbDUIp5iEzoE4dKMURurfJ~&zHZ2WQT4o_`b|S~O=o+{-@?6IDuKTJ+^ZsF
zC;?vy?iEY81khrNfJE%&Qu?`<L+(dha4*IKV73-R!o8qedB89mLkmc<SmqJ_UPUgg
zzw3>Sjw2;>G!3Q74gvQv6)@~do=;NbA-({HOPL`|*`a(T3=+UJFWgoiN*_E(pdf3m
zDzMklA{xp#Y;`3?uJlm$kimG=P?Wb7a25=+T7nKN5oZ*SKFdgZmZ6pdn`)sXZ7eg$
zLUE`ghdM`3ebsQw$OSXbhWOst9hDOiaKdMO(((m~uFmP3+|T%J$`0Cm)^}stTGzd<
z^AZ-$h+i;$&yv|k+!vqnUVC_xTi~22D;(|SSR2o_GFs|jyLQUhtqW#`uUrzd!7bi%
zZM@go-JWZ(jK}=}n-2tfC;4oUtWWXtJQf*rCNAniV)Vu2SXA!bxT^<~uIx`dpRn_E
zOhm@cu*{f<ti%`$L_3`vcPw`M-eCXapsk0ZLb8(MZk|lPcP8^{`XMau3k|^fBiq9;
zLIO{-_Ut~H5OZSp&f{@AuvdCaRNBsP?6p5EaBr|*V&IlIU$5xR8zMHY*|x^r-)*JW
zQWy6*b6}_#XK7}G=>dEOI`XvHWE~D!2ftG`Rh3TS!lR(9%%d`OgxUrgCg?}f5}K;>
zO;ow2sys6t4O?rAi56z#gaWi^sZ%Jbm`5!mOBpg$X~+<uuOi&GBxO2MoSAeEi_T%w
z+2CHFChq!k>2xlQ#-&j?R5F)Jq}~Y_G!*9g@gV7gm9ZP0#-h`hbQ*&wI-N$R(Zr9S
zUox3WKre+sp@MbAD9hw9m{|B)c#7gO0jq#m2*Ul)i#0qJ<XIGp_^Nm>F)-6W#lT<|
zmBFGifxF^@q6=1MfpvLIj)27zvQd1ZSUeCfpTWk0hCl@L#g9e@Ig=<nCQAn)TN;`?
zHk&~Ow^Qi=csh;G<Lc__>FS&CMfx0pp{fSrYAuY7EX|D3&82UxuQ|d{ZL|T`QJd=K
zXmBdj{n7rwJG(Ysk8r!T&GpBCr8fdyvc2XXTsk4q*)eG`Iy5JFPjOgeXF5WiXR9Hc
zI%3$8d2_thu3Eoz-gq;uarzwhiB=)YrziWmWybnlO^v;kx#!2@NtsDu5njtSE}iD)
zJkf81OV-h(%jeRM?2S%}4cnWr<KW)7)I-TTqeAA*nQm;T1J?+hO0u`J-LP)$$&3@X
zuHU$LK0EDjT69#*j_{a+dk$x&9zT8bSjNGF2jgPn!?s0j^$hV?9kgNPftawu$F~|w
z^Pk+ga^}R5nC+n}SGd^P*&v5ORZ|ngg(uINGjEB@w7JfX6DOP7*czIcnwlYm7Y<!L
zU2ScBJzXQh>T7CcWoc(;XFtMz_{b6VBZu4A+gaFJn^>7+8ndpMA))k|>T4M3@U=w(
z9W_m3U1AL$P4o=R4UH^~jVv(L!r&|SN_-9#%@q(#aHH_6>NW60_Ma}}q$X(%1M!Lt
zf&H1E|LN<9w+H$*!mNw2Vtq9iU~dqkZ-3G+%%VW454ETI>aRi>?uOFa__U|`B1YbS
zEZO;U73>X%h=H)^5J5_6acpm8MqlH-Pd&AtK0;%Zw3+uquf&M~vG)sr^{ZqO9>D!y
z$h?@w^|X!%;6<Yu9G*GlUAY+PRsJ3_@A=XX{}U_kH-wDtDwrI=Ap>V0<ILVg5PoHE
z%QJ#|#XbkZI@@r(ul96D_087W{I=#Aa4(_^2-&Tx4T+}s%}Tm^e($${4;kp&2#Ym*
zznC%cq2bpl7(~o(%V~V0k4-l}w!iuLV+Zu!-*@&70AEaTEodqL^cFQ0RW=qi*1c-4
zxzkgXB~Ew{hnux#eQG?@Q*-fs-95~+5aZdOQYL@z{r?-N!!DA(HUI{&2l5@Ntc}1S
z+_1*vYkWlCye!mppf4^raMS-qUC-OP&gV6qKUVbq*4g_#?)A@@zwc_$rRV8ysvng!
zzJ5}5?_SxDsOyE<7oHpj#~!#AoN+hqr*~K0R6l-HaqDsAop<#w9u;3bbUhqM4D^jS
zv*Oaz)R$#9UzOi_UViIg*>%aj*bzGL_qewcmn82$v~+)j-ut@-^>2RCuTOEPNVIPJ
z)Nt}hlJ}4}UE2nAA9rvF-~PXKIN*~MUuQMIQGnnPcy#YPx#Q#Ovth%AQ>RY8d6SPm
z$lr1=29)^u`K?*M@leLuyRY7rHMN)4HQv5=577Jg@nhH<pf>+2_a+t;6d*KQJd(Vt
zwX?N_5b24F7u<-zn<T6hy`As|6G-{Kw&8s}(*NFnS%b?TI9^Z{T@@G%SKMCow)HIv
z3#FZ<D6GVnB->PVRn@$&Y3QzR>uW=JAciS}emlAmJ<-zK)!f+Gh_E#nA#g+?5xS(K
zMDhxfN69OLieWMO`qlET((3LiD827LbiudW{oy@cyr#3Xq3v~R^P~6m*Zb-&eQvz;
zOUspC+HMfldhO?yYoD8b>}h_`++I}MSzZ0UqP(;8U26fL_wKVhkDfiKtSoM6s{K2-
zmk@h7NY<6;y()y{3zLJSFl!dh2Vy=22^(NDY>dJh9$MRA@fG*U^QZ~}m?8+hR|(4;
zvK)&fgF;^$2fkkk_af<+hQ57t+RM@vq=3FOwAL#~BXEj?@mfl<40$Q4)F7JF4;%#<
zo}w%V!(xHKQiDax3RY^W!}YXnG(<*hra(@HHFywv=wP9|tUir0R$qIa)5O&iM%l9|
z2C_fc(v@v#%KFlSw0;<*H*}DditGdtd$xhbLQ~z%lSZfcY{=aad_K(Yi07)X*^@&d
z>aKCUu+95keAJ^ov3GVwTnhEg@LGLn)sj7~^Dq<ngx4x?Z`i^a8>cv~a2)39U=09X
zHGahUsbjomP4ZtbW82cXq08onxH<<cnia5cR<O&wZA<2Cndjs^d-9gKQ?VSoe#HSl
zkBq3Gv$5glc17eS#oS8Wdpj-Va!TCAgdOMNqO#&5Psc@_j^BAEIW{XX`glzE(H)`3
zqQg$aMxKh_aVmai#;&L%QQH#zy>@x8-{rj_-q#~#+t&Rdekt3wBnNooX`Ii7*v;#r
zJ=gB^ShIbjd)S)gfh!hyFPgo6&Qv%nmQ5bNbkc-*j$<ZS+t>pzcx-iw5?4Wrh4d~3
z#M)v4nLMUQBg#V+EJ~xRGI`oU9c`h3DqEM&)Dv=y)cBY~YinUT0h4bhj$fpsJ&eiJ
zp))k8G&M3sps2(g3iKT;Co7|*tVp4f7z`?lNkfMoND@d1s{<SkG!7NeOObFdk4^#l
z5}D5u$+w?-sVq7b+$%<3I)T1)@gt1}^8<}ch6{p81s>Bm3`n^B#b(e^c*<omLAGMJ
z1rI|IhSJ-=9$!NJx(glTEH3em96AB#1o~3oWMIIU0gakVXYrYAA=36ZJQ0VFQe|=B
z+!YYq%hlkkf_u3PByZ4I6e<L54IxaeP=MLQcVRMEc=uF_Dy-c$Hul3u=^I;V=vrv$
zTj?2C5PWBBVr^zT+}yy?LT9|W+C&rHx~W!Yw{N_c5^%<U>8Z`m*TYub4PSkE>yl$D
zopwyN4jN?~GTtU=@<`t)qgRg}=47ZlMptXHwdMRtlRTEWZd&X-Yna)5d*dLN83zJ4
zo==SUF)i`d@svBK4&6VSb~$~|f$afNK5GLuEKi6G_~}OOyB7~{UA~Za{^Zr%^VcqA
zU(U@wxNoof$`zQA!e+AgT>kiR6MVP&U%Zg})59lMuUt=0&y0wS*%llXpOCUI<v?<L
zV%(1Hk=y)3eK&{sdIoP^yJg+7q#fJdKE2)9P*z=<|KiEr+>2-8cE>DrUFtY)oV~-S
zkz>a@&7L=H_Po*KCRz_0ZenI>Vr*t*ZfS|3!$bp{mVurgoV{k4%xz_5YiBoXxV`-d
z41E)Gubs7twS}Rjsh+v94$#-kK*LBE(973`$w><gtd8t53?ei)GO{u?wJ|rfHvh`K
zXw|Q%tthW8t7@!lXsvDU=)c?h^=$Z`E&yO~w#BIp5-$;O)IVqm$_#NM`~3hN^*?)M
z+>Wom2V(>54MYGJ?7osgZ_OE>>yAK>>}|M>4SFii^_Cs_Sh9<l3s48>P5Y8s7Smh0
zzo+h2Z+qG2k6j4KC+^sya}B3Rgr0rvWfLn=l1?kkMUYHb!$ex-^a2AgWDOLWQ}*+D
z;ui2{u<rlR$NLTON}gUU{fvPTZ|l2pkM>_aE}Y`q>$+R=KQv?`dY2GU;e2jB@u>l=
zZ5KOh?{&14ceJ<sLAuw!yxKsAN&nR20kbe9IS*~;e`&q+bNhpzyUY6CH@3CZHlZPM
zz*x5d%u6&&Ry9_=YkF7MR9MkeQQKJ4&{)$__qL<*YEO06r>4`Obj&sWx%qT&Rr>oX
z<R=#n^qhS6y$yVy|KT#?Y&-ip5b4m+Rgat9DBucii$fvAMZx#JBSd~cU|CaFaRa#b
z{gv{Mu$}zY<bYq+Z~eX7PA*Qr9sN_$mDcwSZ9OgE-fM;DQMvgUCm$x^OUG_UUwm@p
zb;W~sbuaFfUVBt|yRNIIthwOA<AZS*J+>a36Pvx^S;>#}ttIbj9zQL;eyb=)vhSYD
zetsvMzstSvk^J=;1@8Utt|magIP!7WW3XUxb022(;)V_Wkntx2yZ-k+E6I9%nD|H`
zq2rpOqP@KKea(%ZZmjoMzjEb@V<*yI=09(4Y5XD@OPbmUpTm<Uk3Bs-macG5I(quX
z^P<wG_tnjvFY@0!dGZ8&i@XB-B){ce{GWpPCb;j=ib&m#_D-?0;(bpC3Jl-g+1k|J
z*nkOc-A$P9f`M!Adl1CXfZ3FUbGYJ7K~+I<eQ`xQ!MCOG4tJCiB-~L6e-5VkRJK&&
z&@HHj`dkQEpdN=xPfO>A&K_dCH6XkeW8Et&D{C-Ju(__Gt**Ac1_2Zx<f_i9lID`)
zrsA^pvT`DrqPPSXS?#456<5|=3Qs~+du8MM2EsM*5%y~g+i0n2tuAjVFKaF<t$kBk
ze7~aLYJE{|d*$U1E%!fnJn3zF+);n0u{fuyFt4=qVQJ0linfx9&N960tBRMm@87(C
z?^Z=gerp4;x1_qd8bKTX{O3O<|HJ=xkJueAf|tSzs-jP=zer-l74t2ZqAn>h6^p)5
zu@F?uQ~}=tZkZ}XgfAXB6gglpR`TI<_`<zdkMt-Ov|oxm2P@%=pu+H=z(VGOk~Gj4
z$q(p>W2?w=RAkx60fq=HJ%}bfh$T0at02u+lqE_*MxCr=D&ShF2~GKIT^d<{ZaC>7
zstU5&6crN=bE<`Lz|sXi^QI5y(Y1ySG9$@b(Ui<oWUZ-+P=M!{=&p3ISvk^r7SPv1
zf7?8#c=si{-4+MUnzX=3(^+3_%fyj;+!yCW_&?km`|MESgX9<lpB`Sf92SUZXQveR
z#Yer@o(kD=Ix-+5+%IjLcZ$!tnAJ-I=1=pSK5oO5(Hka@+T=85{iIPVM%yg5Gns3y
zH{D2MvW{T9CU=}VXR@x)+0wv$>@eTCQ^H*4Ml7GdYu&O#{vLRpeLm}wJXa-nxbNDy
za>v?bJJzp=+q^d3XTxsqb-TRQ#(1oXT)RAI`NF_u^TSpx4O{K9ZRH|=mwDa`W^7(C
z!*A)_0N42euFhK*&-R$-w08Q0m6JxhjvwJN)_&0_+j;ip(=E|hr!h)PV6VnStKBF)
zT?Y(4*3dE)2n^UvZ48Z|D2Xt4jU=Z^mRF}MYqDwDJhnEEtIpx6v4t93Eg@5rswhA<
z8=I!5Ca^Npb98iYUhcYe(LxVn<1uWu0h^=G6&R>#nDF@8a&nZxKgh~RDJY=z4BccT
z8jaj<sb!L>EEI*preLfI;prus-zWo%#HOMMXE0M-3_2l}f*ctPaY6P)up11(1oy%^
zOen+O7K6rN(78+okA(u|0)tWDUhpk^5mY9XjNK)L7r`11bY><4sc}3eG+x+usZ0`0
z{BCJ%3Mie<r8D>pmH_n2;s}|rH?ReGN+;HcI6QTpKuajn6soFmd8!<a8jq*W=WB}T
zR|7U*9v9lRu9oKXY10-iTs&dYG~3~0O)Tt@Gb<E|)I>rvBVBt7{gGyxW6aeiTd1y|
zZg(<b!=>2Gd)%k)cbj@I#_Q?st=V3S6K9X|G*@@i;cm3h*)qx|c-jQtsS}sk+byuQ
zaTzmq^OB|eBO>;NY}+(v`leZv_xX8TIhgP|FRSoc_QNyj_p;JoTsi+Z?`&@RffIY;
z4#)4z&Pc0z_qwa8uBxQ4q~LXVaZ%yx*Y|GUIdV94&FXcd9L8v9=xA#jOq@8~%gZ-C
z{nXW~xAQLDNKHTG8x*n8Cm=j}_s+P4knr%WTYWaJU%hVia*uT@J=VCcU9liM(Cb>>
z>EgGKD@ya<6}-52|K{2ASxI}7gF-{sZSq{OblF6wnZrhmHa4}?*GK!BnT3gkjhUs5
ziMgeLv6%s8P@uC7mIv5+EiA3Atl)LPph8<4a~o?@YfED*aIcxZg^8YpG4ygBb0bX?
zeGOwh0I-^Ywoq3?RaZj;`DSK@#@6WSwED`uIH$ZTepm4BZAp1?O<fgcTK(~P?T^3u
z1$xDv0d%;D+qb`_ZsI9{zW*Vy^luL{YFi~5*?_(utB(_~*OEz~FXoQH-3qC*BDJS@
zZ|}Pp1oIL}m~{sb0*^-wzW-1h(_5C>U2_F9FM7I~FvJbf`#@jF(Kz+sw2Pn#Lh0={
zF5<M`hJj?&O>Kn@@1eEAW`K}hgepjetbu%BKLGr|#QVSU@%}FKVr6dWr^nUZr41cT
zZNDb-i?O`5y$$gL1wA!6(7@rsC8ErTanD(w8cy{!UhZytN7#42pKANfZ$XlPipPG>
z!#A^!fxaCV{@HQy=eElqn{RbDK5DDSV2d&_`VItMVp)<9f+2vIiXw*I+6Ht_Hr6*a
zR1xS~d$+F^zpr$lFD_m_)gJj!o7L0u>R);c|GOjP5BI`>2lDAA@>eBOqzQQt$|N`q
zjP%W?@%1Ups6gL_woah$v)Z0ZWpHkP>+F^M?*5p2E1Qds-Q5*+ehn((tb5357x;A{
z+n&6a0QAjzxF_+l@1a{!K;Qhjr&nHO9=skJn6WS}$MbFVquSPzYcDg7+=z(F^^)uh
z==DgQ`fs@x7n%QdtlQV0bl?KCZrmHdPmLV2rVa?FaJGp5UOs)qb>hG+f4dBCErJv<
zn-0d>f!w>oZADr}+VeNhnp$9)Ag(uYb&S6_EW<$o>#v7LKlk2zQB)z$FDoi71N0)P
z04@szH+;jrg@uK1nB%KOMMW69)6&+`*4+xe#Z<M{uIBp2+RCbm((;nZno3NX=>6CO
zWwpJdt)#5@;gg3s*K*G0p3S?Od;iHjpl@AwU42hI3JYZ|WzS2VKP`A#P+IWf&5KJn
zE}`-ZUez>Ix8Z2%ZpTDG=+C!r-_Fa+L%aNghYyO1i|QM30oB^x)85kCQq@-VqV(m{
zqNjy*g=KAJm7SH<?+G5RY^f+LFDxi7D61+%C}1x!`=h6!p}wNBycB8kr3KFlp51wT
zGv`Xy#q6}3mkzytnAuT#2hdwree?B;vp4fnE}c!ho_FNo!|b<}&q2{u?G;7Ug%2M;
zc>L3y+Oj8I4KMx<?)^sEg{}+Y)!<Pz`7~I0u|NpCY?1_bLAHE|x)6Jj=!8563HOrw
zxtGv;3BHvlq+qe+%OuGVg{KrbqCm^Ye30y@Oh7M8!U%#uJ``ICNdZF`vV)m&LpTaj
zLKS%tNkLUvP7PWAOp3mwu}WEvD-DOkU^QiV^jR4&DdUWEz2?u_Fk_Mxi!2&E$b=+k
z%~Y{sC_4yQb1V#2k00spJl(@->||}Bqku7=@Bmw{akN`xp+B6aIGn1m&{SvZRL2Cj
zMJN0=<!s+}F(M$<6T>oQZysmA(ZR}Z%IMf-^T55=_C()3oOJ78{KdHNBYvAgm(1EU
zWt6+4joWCO^%F;Iob0e}!f^M|HcRY`=UeJIo9oUp)|jl#o212^t}j|>Ww3U<z1Orc
zUQT0tXHSZ7os06DJK1~2IPaO`J!g!Adc0xA_$>h1C9}6KoUwVH)23OIR!ttYaD=7v
zFta72Y+M}emVm1rtQU>6T<l<lr_09LFCRC2siQ46m|>wm(LjByj?hty@1V{ZCZJog
zRE)^7x{5=z<Ol00%bRi7mO_ykU)7W^fK3`968dbqHiN8ARZ^oWX)<ATV8WcLud1pA
zC6g@@VsM{|P+=%jekhwk)=?8!n;4FtFmCCZ)uGFl`I(rGXK{?U0uyyDD-&}EU41JR
z6&CbfX(@R*8AU~TWfeuVjEUW|Bnp#EVUfvfqQt~YM(Bewi-eG8MT9;Oh4crqGLxc$
zVn8egpwdv3FZ4@;<Cj=TAu*{W7G?qxU2{NRN&DQuN1!Yf#$q0e&Sx|DEHU@esVrh&
z70e2xsVL!*PFBWC;dQVvwiIw!d=`{mG~AJyBr=OkVUwvG3Z!WomrCc+=seIbQA`1f
z!4xuBLPSq9Sn6D!p{ACx4kjz8YYBzwJf5b2kJdnOtgNP{s*p>kA#H1sv-8Gv8&<Ax
zpEGyCNQW`{`UY_S^0~|rwr11D+0PhbJ#W1A@@e*=?z1k$2V73@PhLH1->O;n;{2W@
z1fBDAiJd-bm7c&wjpc1)66rKy&$6ZQt}fn_Ca)hi-e>mQI1lg3hmPc=q=YPA=D&D;
zdib`x$5TshT`ReH?Z&axOGggeKcDsB;yE-zo=ZJ+V*lQ}tWy;QZ@Zd_mZ0|LR<zpG
zRX5zb`%}u^LoP1vwzi{0B0Y6Yqfw4i-P}Fn6Aopb%FQ}^W#5s^O}-)SUcTF6c1I;7
z1x7}A`ue!7aa-cLaM7aKOBc^}Td^R}-{W}tzT3BQU%h<rw&2B!{AUjyKfHGH#+mGk
zhtrQo#l*R<-85y|EGz3_hWaMxRkJWMv&ChAspW7pOFJ`5OH*^g<_qV8xwtIMO)V@;
zEiFteEdad)_ga}7SeofU^|dtBwKUPSFv0K(4HE-3LtUYsma3kXx*<FdM#k0_=EH2h
zaxX6G-@bkO=FJ;K(>Fi~Yx_%juh`-6HNAnz4h3((Iq<8C;D4j~Uc{ic&yA<VArFMq
z`Ex@WF^A$!@Q1>X&!szv_;=VF5Cl|}{IO_zZ*gLG^`-Ys`R}2TO02vedcnQF{DSa(
zm{o}zxX6t~mR3`HTVs23ZEJIBV@rN*$Nj2a2)uCEeoy859<TmS)`PCElzn_v(^=Kn
z+Kl<A62C5@O559rVP-ApT`TRVzJsQ-kM+n0g8+`%c4u)p@VPm=xAi&90|fdGfI2bU
zVwf*ch<-vzmcKss(=T@UM)f5EcqNn9E_`gf&{LO(v2Ja(PsJe*->Sa#jSVpORyS4S
z5fOR7U<n!H=&Gx!tgm|BT7LF@b^7NP;urTz<IztIr(skk+{G|j40yNy+hrVwI0#Yy
z#g!MtPgq<YRDZzak?;Lx|CoErn+gD~P=HYYT4=dwVcT_a6O6w5uLdRMZHYYNw&!ZV
zy^^ahYJR%>GDE_>@wuCe>t8l?*4%u37UD2uUO0P$Pc9kQ`zE2^fq4#pWkNA70RX)?
zGVmj#u+T;1>msBDe=o$OHef380e=6k4X!3&BS(G$TFC}-?{c^0shO!y-#lq(slx>b
zh*tu=h<)kk>AU;z$;M5d62154i+2?*?KRCUPbAR|PoMp+&jH*E9=><)-u3I(^YdSU
zZ(%uT{m|Od*HYD7{X8GS!u`8<@4bBa66t4<RguH?`gQ)*t5-5lW*$yEwC~Wq1BVV|
zp31m!|3-dkeqDQAdtW<z5$~$sUA%VjMAnImxfjo#JDYMaCG}Y9!$%MC-(ziEby<1I
zqsKp8x^xNcb*ZUGjvh@rdGaIx_|c=sH8r)J=soT0EUhWc`7!5A-kG2B9~RXWRd-ZN
zpt`uW<nDvJc(>TNxVVG}XX$8rTkz)Y{kzwGyq0?@_rj&@%=0JrryWR6iQAVPaVmY+
z<2$GFpJv~=opCXHfBKP~2ls@bGL9u)y`A&C@M%?J0GvQ$ziCZF`P+j0!q<<READsK
z-T6DXR{%q=xCj7-u>o@{B<Ks@FQAu8xFE0++kk07yzu?P%m5Dq$QGh59s#=GVae{;
z49nOID`9d#7Aj2{DX2qeDnsciQVfzbQR2P8#ylz!1OW@N5ME-c0v`;lEX|T1!c~+~
zqbLH*R7r9IB^iODG+$ndBRiNSHHbd=AIzcu5GqKElw^hSQYLKbEIW%CR>rzY(!#-m
zOleAXJi0BHI!05lXt<@<tjXI~xomZw?x@Dmm;1q3ai}FlemI+K$51km8Dy$3c%nMT
z*+d%{>^{=Ucl!9i*^@UzytOl(s?HwEAx~CiEVVKSUo<1lZ{wx-$Qvm!xp84>{u@IU
zPFp|Te&tAuHDhf2W>4I)Y+mw)<@-0U+UMoIfAi`iTi2&}x<$Fp@t-qsvy-FGv@t=>
zQ@71`+6vH}=D210*o_m1FSa(AYpgNPOlzKnuCtZF;^F4*6GosG4L6@{WiZ1`XOg~X
zlp1Rok7COuTQQYPDYBLfB}WYo)}tmHs!cW4oMNaxPMhx_V%l;@_^KsC(VV7WLXkC8
z9;z)jNJDy%n$#dI1!*%D(?(U@R$Y6TrnbGdj;*GKxhmg)!_cIW)M?6EEUF%#V<=KJ
z5UFYNMXF38vN~`TA~T34JA_Rm>8SE;4E4u3j$X84Mc~54-g<^(7;GcH$WqV9Vc19~
zOKV34LsdpvQC3<(PFg`hRzXQ#k))_hRVFbAl7!4l;ZVpN3W+0zUN!-}3QT2rqOc&Q
zUj|7LlT8>1@TI80VoLu?zW`twnMnhwlJHiL6TzWVI1CDh4giKkOstm_zKWGx2Hdt(
zKG2s%<1(mN$v{q-I1!ktERVD@EHf#}SWj%pq6t9AOgfP%ffP0pi9@0As5An1X?O(s
zQn?f=9<fqDXQ(n+YHT(#mhmMKn{A?_gIQ*#7?!K4siUf@D-xl(%1lqsL{~>wO~eED
zYH2Q<GiQsJSLn8F-d>w$OrK_EY>2EhH38EZ$<pgweAX-u_Ha!M-f%iG<k9JrM<)_a
zhi%O8TXiGG|MpJ5bKdR=^QNpb)?RO<lQ4UFmdD2Hkr5YywrzJ_7&v|QF1Ix&!*@J8
zeeQPZu}C*}-vtW}1O{H(zyH~V3qNILorsA&5FVb9kdU=+-^rAHX^Bb6JED&yr`)>y
z<GcKVx~lrlw(bwTztq*XUcGuZGAe%3l(}je#>yl<g|237<}h>4a{r*%q&+7Nrk;!4
zb9Bwt;FVhgL-BuBYTAyJy+J#p*7<liyDV^=IBMcl$JJ|HL&AI$l6S)Rn|I~>!^d|E
zN(zcA%3c?}dsR^Q`d!KW$ImmfE<{8|&v#xj!p?yh(xz)<XJkIg+<L6_uu*7Wv#>HV
zHHYGBWMYD5H=;ntM6|ED5zyD#(#YD<z{*13%1jsBYXS5%)wVFvG&KbJY8V@6n!x{n
z@hWD<=!3Jf9>~2ogCP46q3B2o`YW(Oh`l{sk{mPm90=&e`BB_sg7p$F0c6#`uKISj
zyzcj)Hk=?Pdo~~cx%R+^cVQn2wtX&-`xSaCkms<guOzvr;xvY00D8qY)B6p*(0IS1
zFQB)jqpPyH^Ib#B+oqZq4K??w+pbmgVDzwLe!=%tzVA`cUtbUC#kam$@!?%<dwu`F
zh-Tc>72nrIjskLX@f)iJd4fOR*W@Ac0>hmpv+X{&V4(A@_f1GA?w?(YUn`gvL<3+3
z27sAcn!gnInHZPWLU46wYbRj_hJToddO*%YZ{xiW^%pTIkH{1y(D%YGZ5KW_pX(!f
z=q`%U_gmE$pj#)7T7n4n6?%cbxHXJ0tD<*LOA7Pq%CdT!5Xg){$)`TIoJXb^TIvSA
z+rM%g{_ehig?k};BGwF{Ugt{wOYUvxsJi+x6W#_Cm=-n$cz1!mlC+1oi=KzBhvqy>
zE2w?;y87{%pJ4AJd=3)sg`2d#wY;S6Rblm$`vtit?(B-Wupa39=k(t1O4+~rDScIX
z(Z7jg1aL1DW8zW~(+@v?1p4A4@sIz0krsmd5SSc(mwO+-d0f*{jRrB~o8dkS3Q1=*
zU7z#rJzu-gtKaAFqM*FF@oi~g`iWyniAe~8fVhfdy{@iyKwn!T{?`Hzr>Cdy*^``;
zbMe{Br`65XfZnFwrZ?qpPoF=#|KOn`si~JQU&et4S@q`4n@5fu4i66x4hc?7PE6jL
z92FHA79JKI8=ZMNv$(9d2P*W3?w7BhqYH2K+ST4Z-v0jnegS?7i3zvw+=lY}^5u)m
zmoLS}#)O21Bqt{wJa_<)(a}2t0|OHh5<s&}&CTz7-oJYDYJ2qdz~I0OIp<%!dr5dC
z#A5P`q8F*@sn}BT6M@44(${WY+kbd}NLYw}V8D*pn7E{bT?ug!+ru_{t>5gqc6&r%
zTx>*ibZG3Zh@?F+yLLzV`+52MZI0a?edheBlHyk#?X}I#b(j*~S#ztq>f+zQy@W4U
zY|Vv`3uJ|6i#3F;SK{dvI~>5nVl5YQ#1zDmFM+;jTNB%N#n3ATX4oVM%LL>?u}K&V
zjI4h;Ns6j0=3bH%gDlM?%dp5YY>F(GCda3vAx;sozz76ZWhe^q;$&Hl(on9Flp0l0
zgGO*KUr~xJ`vVL92XQfm{(~(&NL5)zq>PBOK^n@k_L_oWYCMt5ApVd+rVJH3A=8FW
zAFU;rXJ@{C`h>8ROFU;!vFFo;g9ZuyF-Qd8ulx_j%F-q((!*FJCw;Z)umtdFqxrO%
zh8oUhdb5o*C#iF6DRSltgRM!@<ArorTcd#46H+!UKkBz(zo**{*E#FQ+Ag-#oo}kS
z%+AQiX>|1Rxkt9FJrl7tduLE?Y)Ia&kgV{n`#e@gFP|5>zzMZ;*<36~ES?eUJjH+3
z_>JR-EiluXsVA6Yq_)6P*L8&X>hbm-)5mUba&#GKG1p3erkVC6U4cE1Y)+LmRvC(j
zSB)Wq^yCI%%@_^#Xf>vz8f%;;XRIb?l!!5$PqAStS<>ZE7Bo5RVnUKKP#C0x4@YW{
zww#nHoo+2qvs2Ty*VHArS3}(dEmsJRqo}A;Rdm>NeZ(}tFDX*j<cat+Tz{|?hcab;
zfZ>`?C+i8g)>;}4*48s;&E7EC$z7y5oWe8|sM{ErjUC}Q8^NqBwz{m0vaFQ6tdyLb
zl&pe`oU*(EMG28*h$#d2ilLXHg5ks{Hc1iF{g53&6c*6uC_!Jc7=0y)x`-7c=$9yn
zz)YG7i>AWH=o32NmMAQ<khDut`dTciGS;x^DqIGc#{~TXkBQB&fjEj+9z!e`WI(Ty
z<aM}AGM_~iu+UqFlnEktm`6pcCQX&e5V4r5Oh~&70gc8dpqGjTtWjsPHKFVBxS(H5
z8!^|@voSWdG%&z|nXaydzP_EQ$uKi0nZ_pCTG(DsP2@Cg?55QiFdZ2c7QArYOe<4;
zCPl$eN3g}i?Qrt;BT12`4#nO&clgDX%)%c}zdV2B+MdXqo&Hy&gYrVRWNvbcn>}@%
zvHnIAqvW}B&u{j=9l0YfC^T;V(ui5}_pR}`7_}=O0SkwZ?QmP`yI{$ltpQnai9e<u
z%R6vne{jTZ-=KXFJJaHlGWH%yP23k7x+7u7?z0)^Fma;fU3E(nrVjld+A}U(yyX|L
z(|+Vs8cTbK3{#1$W@a_PdC`X8@V&|VvXTyDg~uOu+ZwVWAT;#gk@(D$u}9M)Qj+|3
zhOh8kJ8t@fNi!#G+OjS<D!?z;Co(4V*r~Kz4{jA#mDaZr=`#(u{np)A*WB^)b<z3r
zc@bedmM>mDVdPj_BMWOCBRgF~2NR1C=2q6G7N#a<M#d%vMi|y+NR*MWzNx7pxYx?k
z*xJg-+6vsOXKAiuVX9>Y;x$$`F%%i=s~H<;nHgiHt_9R!bA541xEJt4+-R#PM-)6x
zd4!nrr_(;aId2lsOGNb&rZu21K$n2tFY+C6>ikvpC7MzGqmG-euhYLEQ6n4fe8e5|
znnOR=?E8!nY(-(8iX(ri-AC9P>Jinu_hU(PUr9nw<*DCho#CzGeTupFbKj>AFw0i9
zHWf59KCi2LR9|_!wl=S#^Y8ZV{xKT^u`ZW=dRWy{R^OkI3(h5YwS_=liGqqpEVnk6
zb=E!TMK4S<EFWUuZ0q?C_1QfQce>kuoxUgGUX1(w`U=<={0#hUft=jd+}hsM)`5n8
zScxI^VJKTGEX41d-vWI<5-#FXzqG)YD^Y#Vz^H&((p@#zeyjR|bwRw}Krh}Z95rB-
z{QM{RuWyzW<-V^6^uj)I_UG0Mef5|^a+io={&K+l&lmnX?v?l)Fv;Rp<;Q^&+<yDJ
z`(wQq7GD^B^PU|=!PT(;+BWzc5XlR>g8vC;WIJTui@#TpQ`J;dRQm!OM2pFG$N9B)
z3v((O3jn>P^{;E1OR#{=fWA<Df6KiRwYL5J`*sZI?)}t7_#FNN?#1o^U35^w(hTm!
zp#aB^<Q0g&mk)h}S6_U8glJ6rj_Ql7Fbs46^rCHWpx(R0Wy$X3-Pu>O?>)Wu5)Oib
z*98S{QCPbD;@zRsIm_JFeBs`=WleR@-ag-*usa|i0HBzgn*->@tcpvQ^1kFb5ZnvQ
zOHEA$c>+N%U(GA4DeL&q(c0IFeG~R3hlEA!KX~BkwW~<B#m49}-WIeiC@3g8Ci-~B
z@sp=B_oVCzj|}(p@{Ep-Ml3KQO5nJVIE`n{oVkAedSp<<#Ka&o4PV7gu^TsT9655t
z*U#6_-|y(rquJRPGBYz06BE6>ytV}gU%q^$yu1P`?$f7FJv}{Fu3UNI#IYBzo}+I9
z15;4Yy73bQ1_l76FXm)dR+X1mmY%(McE_$A8$32_^xPD)JMLiGk<{a9340T~e7sh=
zuUxfim6zwH9g%?tQesY?JaF{b-l*+CTeo_6d3hwpN56e>tFN=7_kB}Odr3E@@RS|<
zJGfT@t717<0UQe<SJICrMqEh2M30+T#Z@9g9-!-ro84f05LbWWo4D&uoQFpEfr$l)
zJy?|uT#;wdWLb1sHeHS*E-qc3CoVoiK_DqQ?7`4}<@w-Y6=^<6MnqLmqbaB&EJ9fd
zqr!L!Lq#gGB4h$9N&$Mc=}KBOC845}NJ-iV9c>I1-q1mOsX@j}6>9;*f=jhiWsNt~
zoHyJO_SdD3!z=*gLkDTf4$@PSGNmfm3+R&#G!_gqUo(01veCAqMJy}2;s`!%lqz$i
zfNswwSyAP!Y4Rhv<k5VJ14m`DI%~O|(VEd#0NuHUqOpAPNQS~_j`CDZ_EKy8%~KqJ
zwTHY{oebHW8NB&`m-{Za1tIgN_|6!+b-H8F+)1%3o%e27cEHPRzsJgiHA})5O$Yj}
zcCgqu!Jd$dS1w4{v@&_~>fIYxgf5%s>pXSytO+Z}+D$bOISA<^1yp-3$(o^P$5t7q
z$(^hxoS@A^0gSPX#|hf}u^OB)>MX#pqZ)Ix2tNYVmZfY)meGUHK|$JxLNR0UEqH2{
ze32PkxlE>pii%KCL8zplMp4$`Fb#wPLy<^VC{kw&Ib<G5h5?g<qBM`BpuwaXaaa~y
zwv~p)C~Mo<W|q_F9CH<#K40Bd-)x-i$m!-*W0))vn%ZQB%1RHBmL4J{Cnc>UD@#^T
zpsQer1(1@UO17AIk>(*zaz^M!e{le!L@BZWu^4hq#n1?4I*Ou96BjW|f>^J_q5@e_
z;9D#!GAOv7BIdE7u)x5$HCV?nagC<TA?O!J9Z*@av1DJ#dJ>NyUKE9R#4<RUM&i@R
zs<;qfGqrdeZ9Y$n&(-8|)Y&W%iy;z|um*>%#pme?;b|6`Xla`3>R1^XSQ{Ez8R*-Y
z7>~BG9zWcElEcV}BS(xIHVkXDc|0vH$4Xz%*=cf2Xwa?*^f*qnHPOaZo`bdFp``6k
zZ|6L{m0j@YYD>w}wxY+ScXOX#NWY)H=lb60OEICR{k&3^FA1JF&P`u$rH<aVQDYM3
z%s;Yn&B5iXBd5&`pEfsX*_zY-VfXi?T}{}(!)<-QqU8zR0cjC288L~+b|$0*Z{HKV
z{os!H6Um2ij-Sm+J-ItFZdYV{Mq1YOEB9YMFRrX?>*)L^Y-(9&Z*1PO-O6q<iLUj7
zG@HgYnCP@@OJIEJ@vEoLKiG3PJ1F+xO22Tokf^ZK^xdbkqSKE?ryY(zb|gG$*9wo-
zuIrZvMg{nX`z>}`v}%*vf%F4+9^Wgit7_@#MsIxQ$ItD(9~;`<msZw4fBxp`rR)2X
z_HS6RX3}s+BcX;S6#;pwCK|{jGc+<ZCWf_1%E*XtLztNvSrX7|Y-4R`ZKZE%p<|A5
z$i`|$27G-TuC5kGM@wL!t7&GUV`;8!Zc4zgk)fJ_zJz;;o82(1LF)s0_fO0E6;}WJ
zNmBy7P;UskEGz^4M%jVqTtYSas`^4}6;G1-7dHO$->%<-+VZBSHm|Sz(1)TOfZoq#
zF&ImMDW3%NRwjHZjqNLr>nT6l-SE>lvn?bL4sS2?tIwZ5bo6$Xw$<e~mAz~%deVRq
z!_^qOhKPp0+q?T)b{e<_9c_0id-Gv(sBalax!*u9Ahx}=zN@vYr}@dp`tzR~P7r8{
z+}(x~9~*LULLB(10)3GO1;H0Df`8Z-X2tgQ7KGP{XI<4cwN*8>S2cFjAoaJktr-^L
z&bGSuZDpA3*4KE07$8FUa=)N&(<z|u@2b8)-+@Z6gwNrqfoS&P#j_VL9+eba@2W;j
z({X6Xl1X#uVef7$9r$klx6A(>_ksfffk-pM<YFlB1Ajr^EdO=xy$>0@r3{pt^E5Rf
z&j%r9{wL<c2my)s$c@O1ySsmUb@Ey1O`tDSUl<;K%e@k{7KwM=eT0^Zzvw^z8A_O0
z5?qYzVqEzEda+XS3Sa+t#i}o14f>wyi>5ZjL?be{v=uF5zxK7wnmucy$Hvg`(CA&!
z@rk>^e#jz2?T$~_xhvksKWNT8=ilXCYy+7W(ED5Ng^&y10-zV@3)ca>yB|IyUAp`E
ztLFe(D5w|natewH(0X?N{(T^{m#0@oMg~j^uZv#4DS7kw<>S-mPJ3_h#+Sgf_4W0*
zP<Z<E38>Z8)pg&#eefgzVgZx5zk)%)XU?2SN=l52+Xd)-@!~nO0^Gm2d-rZiN($io
z!iDqCpFhW~6bbjbxvhj3;#K}DTmW{W6Rx-8)!UbeNeO{L0da|O=W@=KSC*7jmYltK
z2A2b2QDO1P@mKC#eg5vni{cm8A6!p4k`fRcux9O=Ab+oG7g9=Io~tapT$rDG>*ldT
zhj*@9=N9Pa@$$i`k8RI;JIcD7U-ndF_7o-m9o$RU7}z9<HVf|on$aZg1$3)Ht%V4T
zFA>};HZb53imnLx58zu^AO@D0cqQxAc~lM9g9S8<`x0_g_-rLUM~Qeuu@s47DiFnh
zRxHn>$?>T0Jjn7Wvfy3;RZf*Aug*|Zrz?u6XupyXAa;NxqeWK&?gD+)NOHPN6&<Du
z09dFvR9!_zgz<1g2Jxf^>CqHTxl~gQ#ez?>Q{#*=P@iFIGQn6|7cT<wQ(4NGu4us~
zJ81A`S{b>HwO>DDg6r5}!-RBw<)Ox8SrdvJ9?fV9c09^hE#3@MZ6^bf9YfKEDl<XE
zn5@BaU@O~FWGs{*1rK%LC{I#n&N2|W*cy3G9vQO0Db{`A&gJvGokp)3W$8N1*wxNx
z<p{G)6Nd-SpBlGn(E;z(2YuEgtX&!ko5VOfcL$42lSTwMPmNi#G|6jqqSxwO8&*WR
zEkY<n(308fri`AXC$i^KMhY3AaR*h#C=qk426vnm507Itx#P9@6Lo}>;d#(ko1~{Y
zK}R@Fi$7MAhYiN4b4Cj3)=XssC23s+Swk|#n87t+35}UNUEIl5RN_cWv80Cb6l4*V
ztj)$;3a%D9+L&A(46}-GZKLlHiOcE`ds#GNCf$rmHDNL>RMkiDMfOS*eI=?MPu)hx
z*wM^(l7aDXDvb|wuhd{EsUL<&4;~_md<R(>vVuGvBPxjbZT-;8A)puc2#}AbETEw^
zQiV@Md?+L1jza*gglQ%7(g^gWiHlBEVo(Um1=cdD;-V;ka_J-xuXqBnvJ4jRv>$zG
ziX4neVSsW`N^CS>Vu7K|WvT#l1#F6tLlhSHY;Z4$&majIWDyfleoSpXM-L7Vkr1V)
zD$o(|utt*$nU}52=jsaidLkhbc+GXStqk<64fSn|3{Vc17SqN!&YL`G?&L``#*Q67
zY?zIKfd-4kCy~_Yv<bFW(E(eM!ULDhm}qaPuEkWEJlyO|YEs$DyTwm$*1Y}cb8}gD
z<?Cm8r+z%T_s+5XSN6so3-H;sY>Ds0@vAH?7isA%QrB`bFx_Nr?>lNj;JB&&<E92r
znH{rW+2IX7c{}4zheZc1T<$SzVZ>_BxXppFDDR-St)a;wJJWWhoI8?vGyBK9)42&d
zlA^=o(hg?kX5W1H;PtzrhQ{Vk1;tJ28JE^>3Nf)9uSn7OhZKt?G<RO=6_c2m`{S!C
zw+d3ya{YGfbKMfUEGQxvfo2(*A^Z179X@dA!kPV9CxT)lw}uBq?2g(Jx^>$8=?hmb
zI(Yo>!&gtr8fu9k%YXh~@BjT@=f__VYE##Y7KnzDqKf;s?jPQBV9Pp>nPVo{>l>Mh
zG;o&zsSXCnKQ<5-pclfgMC`S+fZl6pWeFiyhag)MbrU01f_rs2y4oylO|GuCnu(Ey
zsfozQP@u2J)6wSZ=t#I1CpC#97fLVm*#BCCm5}5Yhr@SYN3t1+7w64SunOYFqQndF
z<@EaJPt(M_iI(E-s+^vZl)l1<k451>i{~5>(2F5Qr6A!b%&q9DIN9BtPvrVyAhP(o
z5NB}2P4xBPo-L>sO*QqM?XQ|^erhOr-1zokebM!53>|)tP_l2p=KtqY*eWiSeL`kz
z36e=0erGlWs1>p=z*X!|AUp{eJn^ya+~;~Rm%=w&pZclc9J1X8exzc_7vzf;ctSS@
z*|xPew|6wQc3`4wO+z~ZJ<1x|${O0M8{6wJ`~uqmlRMg)x>~DnZtbnh#VBNC$Nh@F
z-&cJltPYld%nLrjQ#2oe6AB9p3Jc#>7C(4jb?TRfG{WNBn)SKv=!d%V-@My_@BFVX
z<CiYEv5tj5|7yTL%x*)D2U;5c_yG80?)_6fho`9p)sLa~-gt91_12D%)2@EU=Rx@0
zb<ra{YX!Uw$M3}4Ex6dwR*B7a=XidPd)vCYF?odu%>L8d3%&*CLf{4D1A6f&b~p^Y
zZWYfWCtOTDF!_G|gjUe5zMkfuuKMndS{#02CpnP?*V55g+FF9xE(9YF<lY%GW~^Sl
z+Sk`NI5apsD*S6jL`6hIMtFOB&zUpFb%p!B^i%g<zO8C$cv<i=J~19qy%2aI^ZqXP
z0y5z}z`zSQ4R-F_370SKS0TRd!NdEIRRe<pA3S<cj~Ux#rMWpd2vUQDd;a|SHwAAB
z%L>tA2Kvp;%iip>*=w`cxpU{<y?cktLJ765U9&bXH?OLy3Tx1QhP*V~6gzV!D<L6%
z*RELDdZ7U0sKy};CHcygD;F+YxOwvi{KL4Y{KCC%nVFgBn*cMTf35FBPeI`u_#*JG
zb|vlt?v_;+qp*;)KWTT;?qjEpy)1btaYW>o=byTGiqL^KZHx-{fA#3>$JU3R+aGq-
z-zqK0KARQ4%6*B~#ud-+9R1vKudn%0Pu(^AH`wzw@^9f@E(IJbV1hstV8@koqG5qU
zg(|B^Krc)VOl1%+o)X*({{x~PBxK8{fp4*lSHOB9O9eG>0}UZfT}V|EQba<sNI(|x
zNvb>*Ay-)d0A?!iApcU~d5~t4rPw5*K)-5CB~6Zs7KfzCR?%Q6snO)2`l?aob=f3>
zbycK=%2Hrplu%ikC;tOib`YEoF#W>zpr#_NOII}FkWF}06E4+^N3#?%jaVvNsX^?)
z|IkvAh9GRtqYhK&j5W}hW@YH?VC7_~Z$wv6l^LWCPpmxgXhc&OZ>YX#w9Up@6W2~1
zJ>6JitcWp5gFQw_vm#5ID-RjQP#7m-%rVxOZ>}@bP;G|3>MSGm`4&3M>`fP1>R~fG
zy1YF@aWs!SMT-j)FPy;M)5dIHHgD(3`2q7LuNh-I+eqC>hd<9;$906oI)p+@AHQzO
z7>Lhnr#P;68oO!6ge4=a(4D6(JIIVGZwLBSWsOv2+OXmERk7uehw-RzZaAp2#%l4$
z>!^;`5suO1jTAD63+UJq>qiI~HY}2Xl8lamoFRn@?lofY^(ZWnyb^ne6zw1Xp#Sg#
zPXQxBR5UOinnvd+lj-uxWEmA@DKeT4k>mi|FNa}*sbVyW35jH+LNZjL7%7nrWR<m*
zsQMg{wYuI29b*TPmbsD&bI4$sAwLWrI_L-K!Gq<bhAPX+Qk7s}AfOj>i{WixgLugb
ze1t^MFc<}Mu89&dU>aB9Gn9ECRRU9CR3M5)S7u@!FiizxgBdg>I;34Pu=dxYlVoWm
z8LA3O8bwo)p_6496geguD$!QSROT@u`2u$Vy-Ii_*1(|7CWClYxl~mi6^~;2B@59G
z$pZA!b$Bd2A=gk%V5|W}SItCIWTc^Ls3z1G@%2=Bx<r9{1^OaLzCsgCb!!9NVJ3$5
zrbgq3*)E(mb@{wGOJ~lQHFoT96JtFdk0mcp9z2*XHFTtbPV82X{h@wtPGcPOg!&AH
zsdmPhdv?CMmGkJznfyC>t)(w3p4~Z_9KAox|H9tgCwE2!FIwPgYdck>HlD?uE>NE(
z&~Rc2r!s{zxay0wjW^kk37j-DbcXY87x&}7!6}=3SC5;vaQOHQvzK@;a@#o1)nnnx
zpw(V+fl()tQ?H)RdvyJ$AG2>HM(>RZ-L-%3u`^j$Zry(I>P>ZJZTGYM>XbugUEO_k
zO&n!a)czsG=BQaMbr0Bc_~OlnrMG@6-<N*bCvwmHjsEk!1GetjAAIoehN$gZcEujN
zaQ4KNoaEz2qEq6d{vUJa0UuSlcKc9Lr}y6bq!XIbi-Mwn6lp4=GzFw8O$8JXmEL>r
z1VZn<h7cfxg!G<FOHXFf6YqLw0I?p=cR%m%#^>y_XV0Et!c542uXjD`S-W(`{8{}!
z7&L0)=mRH?#HA%=*eo_EGL3|LLBD0SO^)(vTT!{gQCg5|O-)F;ed+4HO<U$onbyBs
zkJjeEP*Y%FU=X-BC^XdV?2UlK0TtXjA~2$rsa3ckJWLlBstFAN-vV^?Z6Y)g;nE<J
z*kqIecLU8ry^gQd2(((6+5D1w-8|p|68z4Y@Xy)6;{e1jSx`JCG2scpmVfc^7piZK
z3(7F)m;AZ^6ZCb@vv54c(q2{SirUN-4Y_NPTIPXXB$(Bvd|#9NeNFm`>YV*9dvs+<
z7D3<V-0RL*BPNIX>e@O-MO9i+d5qO@t04c5CF4eZ?%AyJe<O+a@2Tn4djY*@qr03{
zn~0=NTM^8?FZEu}4uRgnLKqf2oo*Fn$nwo4S-!SojrP62lBD&dt0e7rZ-fVZ@j#Ev
zTU=%<EJbidw!I{aKyPt6b_&Z13QKL^UiTjax^|Qx@4q;kpf6E<5B)>c7q1r3i*|eb
zIz|f;T*QSAd^46pdtRwEt|~tg0d(k0L}91K67?^0FLAb@{y7ceuMUg;2=qX2BTNpj
zzDIxD|9kHJCw*<J&&+_*8=ZFXe%5v5m9024eM!`KjI`Kw?FXp4s2x`qU40s9E6q(Q
zc)aS&j6ZTO{P~z=4SNID>)q=q|A_ECN-v-ngrDkg!ORTkg~8)@pB&r-RJtllYFx$j
zHN}lJwgy*bUHP-Bq9@LxL}zK92Ys<{kXoFA0lwJ2%Duye4VyRb+fAD{0`MYFN4~76
zGg0Uu+p=W~B-Sxw$L%?AC@vwfu%rkHGf;Xx+zY)IJ_ppR{$8vdz?p!M2S~nf8qAzI
z6VfX_Zz(BB=gytMpS9%2B~KHc78W_6%^p0kA9)er-Yr`;Lzq2v<|OLGsS{haZJ9E4
z3hsh|0i)vZiS<zHl*v<W-Mod6H24<4(yl6JenIZlYge{x*)(hREYSOo9XsG0zIX55
zlP6DrzUX?xAC2oom&@gOhVkRaM@B~CE<6cR;P9^vdMGw**zia0-LP!~(D%@ZLr*iG
zzRJDJRxg`5d*-rbOCCPHUS66A^exZ5kn-?A<enwt$9ynj%Gk$u4%8Q2$JK6i*4FBz
z#Z^z|{;S*ztQB)9NL>(f0wg@D%uT#XF^j0dBBoqOxEBYNVkY5UBIoi^;9lGW?&2;f
zpNf(RXgFU5O<2a!D!3SdiqfdqZuDiT<V=;6p@jS^!kPGkUT`nlN5b({@B_4BhF;1t
z$XEs`(3hbV5VwPx6JQcCjY7JD?v26@Zfc+p(_2acnxPc*mMSJJ5I!2Vzezwh3mFC;
zRnG}9AfJ}*EokW_Z0V(C`UVS`tz_IbN?|*-s1pRzFhggPLeKIA7|Y=h_9voo5TE*P
zyP(m1drlwm-WLOV4{BrXr4s{vyNH?LwC1gu-n}%!VQtKxzuDolH(r0gm7%v*+*Qiz
zEN1jja61a=X76TNuV#V1%_0~rJBt{2;JYUIh;~6!-swKQU(Zjww0<vGgOgw5QF<u(
zeN2k?!i@tW0^bca^bN&M(6HAdKJD3QP}`7ThA#}sMzrIx1KJ9h?S!mWTv{s*wGE$v
z{q`czFTaOQ_9mh#^olM@5srtu@5Nmmq&x&%1Tz9mG-?Q!AI6u4@MT6OU+V48^J>QO
z^5VknOrvVKYz>biXR&#HRHk<T)0+;EMCdY~sg(&sWugc^H<ZH)WwXN=%wRvN(TAe<
zqZ{eGV3D$|!q7o&dR?Ln4xn<IH}`JYthsmd=KkI-A@*_ry=;bri_vUMI2qj2`ary}
zaAOcQ%MHC4gbnT`#&W{F?gFX0VU;NnFvS9<NWc;anP6Z6mkOr!l+d%o_6O+l*}z>=
z0*=23#LK5j1T-10(IhN|1WpE~R0!yW{7b_Y`#6H*DqQ8^GEL4UTNzg)MO+EjAmy9o
zqF|LYOsi;RP`5T|Tbs4mwlZqM^r{doa90lWH7TVg1%zK|8?)i<E**#T={>w}pRvP+
z%$YP{{`9FcKN~-4z<|!7p?X9Q`}m*?JkH=Q9d<7IHgehbvxdGqux(&ho%o|SUq7~S
zY22mbH>37OpFf(P5EFmn!s>am7EYOPc+JW^KP;Z~Zr`_brgjW&TMFw<p|X!y)14ve
zOyPB<@%zj4Uv%jC?K^`P^dGup=*U&0CoCBD$?*2w`bBge-RJ$!27LHY??EH`ygzB!
zn1$2l?ccEHa@3`}m!eM{Ilt)Jr8A~{``!HIYuE0MJbL;1?Wa$YEZ6TQ{k(e5kdLNn
zgSz@KG+y3fzOwbe52r0$zW30n`-e|ISiJhc_}M@8A3x*$X>(?8+_qrbuFn@Pp7zsE
zn~ojbcmB+VgL_tN-?(h^n(tODnexq7-!1>)+^s85GSlL-G9f41tLw^}ekpJKrL^vs
zB4=F@*25~Q&`N?-M{8Ejle^K8+qO>|J?8Ch-P(kOo6UjX-rz8|y}=E=K@qKt;bHpF
zU|1JaL4m5^KqYo?vsJjUeOrCI*3#fWvDqXK308)N%7cTIA))%#t;0HX_HeH|-xc<Q
zO3>&3*xCDnd&@z*e+#|8u9<qgzJETy7{Y9st+LEQsx-f{B)hUWqp~QqvM8ytFp*?3
z*dIG>u})izEAM<&`bK1wA+({<vaQj!lSK7qt-vs1Qkl!@ayMW~LbdH8JOIv;bfQXC
z6a#ypOXD{Ys=TT;qp13!#d#yI4BiGPy%%!|Ph?d8k!t?EBZP9(8Zi(SV_}gDd@i#d
zOX^p$Ywzc};Qt2nK2Jk<!M+~o1w$g$0T4^zgt(oPs~mUg9mf#i+f)h#^%&^%ubcyJ
z^aa`=XVnhGbrWwoh}Tn&lB{Axm6n06pZ}5g6Y&eZq{voQlv81kLvkAI4fT#cRec{7
zTC+T%zL3Hok)@<00}SAegz#Hl=8j?`Q%Euq;81Igthep)q?!GH$i1LJEc8SCM2Z~=
z^!Qto13n&q&%J+{V|I7V*@wH)$c7xVjhDVXAGiO0`sJ70yX@5D6ERyZJl?nO=CVCE
zenPG<yb#%r<cAs8ao3-6FE|a{O9aM$?A6D&3Fyr!uEd053~Phc;g7^ioJGh&!T6Zs
zl<Kmi23JZ`)w3qoqsH=kwM93p9e1jV;&2z<SqH@4!lxKdmRg)lxVOS`E&9e6Qzw5o
za^%vLt0PaHz7l=+cKqX8@sDrEKfL!e2Ayv4N%1F6pZI*j=i|l^jTAszR#uvtnzC-)
zItaP2765m_x2WH7FO*n(ztPdrFe-q1F%J$h?6qrGK)F9ISpuU1))(;6y?5`<_U+q{
z4-D>Iv0}xJojbPg+`fIsHq`1ht7gxc4bv|qTzDZ~a__XM)9y##cVZy3+a&FDRoEPs
z$MKJjpNjhN=O1AcUcGu1&==O<)2B}(Qv!U89}_??GLG>Y;FJLO9zA*#7k&6%0KH93
zO&RGK8#iqH6Ykx<VZ-(f5O^W;zRJDJ*DOa@-OAM~9>m`-f|;Qtt|;g7v*<mCcYHr?
z^za!|$3MPzq@m<`z4c&S_S#x>^*;Oh-{4*VD&STj0)7BoX++dTSDKimc8j_&DiEv{
zv%tN8VHEBqimqGl)hT$`!M%8th~w{xYd~rl_}NXr;9I5=0<WB@kTDc8x<dM*Bs7H>
zh6kJ$Am#f*_>~I+ltQXXL{p1s8nIjQl|uDpY5>wqZ#lzT3-beyBBQlXFnxlg>`(>Y
z1VNZbRkQtcJW7ay7Xsy(8vs*;lI5#p`j9i}ErG#mmY)QguzxdX#YR3YSi%k#vkY9S
ziBF4A3c`UvOmAsGGbPTa5%t(CpuN>DczEwlAN1}#xKl(AgRFyu4SQ`n9yNs4qCKBB
zD8e-H?XKT`IB@omcRzSN><x{$HOD`g(kztTGAN*#8r^f?UjJsTSibP(qUo#+H=whW
zGcepZxV0H4x8+idzRmRB&B7QyZTXl~%Wj7Ob0Q9^otW26D<9Z4?42-k2#cy{-b~S=
z8FDI6I{y}-Y+7p}yN!_3R>Wy5=5~+^d+3!tjq0u%86JxhaI(g?nVIGn!DqD=u!ERX
zGlLPr6@>C-K|HCB&J{NI0rWDxym-x<tC$Qu5qmi@29x6(!1AH;sXPd!(9}g7qf8hk
z5rnasfh=aQK+uNAkMO6Nz`YcfnJIvH+#1@TOxs2vHTngxnm20+==Jk%NpnN5h|7`*
z&^5+Y!bU4#$@xUu)rfE*!_`YMAOk)Jv`>;EJ(7S`EG3}aIxU1*sfdM=h}on>Kwp}O
z2O$?^OOXI>`BdzXn=cOvs4@{<A;vlaOD*GQ@R=m;8Ws)$hDBWHzya9efjENWo^!NH
zz8-~ZH!05`;hAN^Af-4|D{o~`wKi+o2I|P1=0IJ93Fr&eS7ua*by66BMUa1czSd^S
zm{C7{J7?v>`CFI&9Jzf<<hCtam;F3<!sor)w>M#k289|V5)bL#?Wf5TZtdQBfA_`>
zlShBq|BcZ-+I=%};I+M*lCGV;b!_k5(?@dRq90s5y=eO6+2ckZTEA}JvK62A9q@)O
zuq{U%LF0Ag%DVBCUD(pDY-vxPVvsI$YWF@1298)XbmW3TBc{LAe^kew?*_N)3+{bq
z=w|~z8u8|U!QJ}~>pgJlCtqw|we9qwGp7!n-L!i9*im2fe|Pxc!Jmx#?5o8;ZP<O_
z%*E@EkDk6g_xrW)3?8R6b@XPa;d7wyOc9+2yg%y8>EEuIxnRS{3G@4XJhj(H6NXLy
zX5r2Q%MTqx!|hkgmap2kZ~egoi`K1PxMum<-COrW9X@{f+|`&nk5ZpKN=v@>F!ok_
zLV96|t*XxEs<k<53te@^&YF^PC&WBUUOs__M~`ltKDBAt(l5r0>DCDYRWRu}6m#4#
z%MLLPXlgTthH3)M3Zp@)N1n7E9tJoWRG}f-h*pMnZMAJ8Bte1Fpg?`wHX)rlNA&2?
zsn0ua4H-K4)6pL8#hM@ry-ryCehyLp6UzbUiwL=%`jcOpzkg1*>Pz(D-zJ`URN^w5
zvpCIJm_W+@sM3O*t_#kb<F2fO&Wzp8v@Oo$RnDZP&SyVYC6i!YOdoy@y_Rk0ZmUUN
z0I|0|e`BL#FA}{P3t>q;RBJtn<}8HwVwN#PY4qm6;Q*V3wXEu)rRGXb&G~F6ybWiw
zoToCYkEQ>I7483B1_n?8tB@6NJ*Vz&el6y~C0L!Q*77V{NrAoaPoWp@7m^u%eZMg5
z%znSxcD|wL1fUmHUldhsJ@r?eVjk|rfD)K^VQC=7h8NI_9caHLh;D`B7vk)TF9O>R
zd!fTpY|B6+8`{|j`u>U6_iV8>(KF8i&<m^N9V7tWkH(x?o6X{R!A^{sb7w@<7n1zm
zrn2MzfBGCeG?;96VkR}-BV3;R{rmp+-1}E^D*(O8`42N3&+cVjiO#x~Q<R!%PrUx@
zgvaNw?Bt{y2}e`%V-s?spXJ78*`8%so<7dJ2>@Prbo3v&7ye!}B$Sp{ILVbPpzW`g
zU7lZodVW*^y1-pPFVOeZUbf%-Afv+(%PZDf)s}O$_S21}mzpZBG*w(`D!<TJdbYmk
zbgk`VwdJhKa;?yMFWDaZoO?^M^Gh99@7(!f%9N3xj#<5J&zai~@1^EF$}fq@EqRz{
zPb|nvx27ZK`QpuslO|8{Xr!qrDHY}AZgq4$i1e?x7pRHlBA_O`1RFPQ`0>Xd4<9}R
zEf+@L&6_rE*}VDGsZ;s+dAJI@dGp5R&6}o9o$BFUKrbQ`Hf`U8TEBVy%2g|&HlII#
z{^`?ST?(&qFH~jp2V%NJjy>mT+S6NiZ=ODVY9Ib>U%!6w;>CD{-+lKTn&#r;;{oB|
z-nh6p=+CckZ&^b_!~d9jSFBzU^EAd@nGf_W$cst1fAA&u#zh}%s<_u!avEWP^|@>7
zGnf7w+zV~?)dIw-q>yU4S_Mz1;6v9100Szd0=F8>rC`S+=MsK^Xy&G3nGpU=q7?%$
z0KJ5tq0NdRzA+V2rd&#wN~jVsMJlFZM=qhEWMXg#MJ6OA7g7{LEUr_5z6wErLO@Xq
zX<88-rRF2#!B@fd)d^@QFs+*7A0*?1D*0v!3x-L+uu;Tlr4_Z(i1b3b5+?(Cp#xK!
z1AWy*D@JpiH;%w0OimVp_h=s77&`{+lY3jJSiUF-$av1qp}Jn}LwZIa_)F1B%nD({
z_Ztw3V)=KJ^WSeDI^o?n=6*Q%%OQP-ycXU?B?@8sX?>b$yql?7Hd8hy8DcoIoru*z
z#%nKT<6hkC0L!tA=Q&g6<t6uOW(a5=$nXnf2AG)?BZFd~2N>x7p*&U>ovM>oX=YLt
z-p!;KPS?y!i1S-EGqY&nLQc4l+e*Z1E#|kAi#uzTDC`7r7_yel1YTZ}=3Z+5mbe)T
zdoG)4X0wBNqF|oX%#mnm9C1tNy)AgnTZsMqv>dixz*AwI1dY!2@n`vBgtP#rS20H;
z<{BmZU?De{NjEVWK>}eLzA%EqF!|B+6t;;e2;xe^1d4F6DvU4DA-uuY#}@&<fL=C~
zUJjN9xGIT2BNJ$4e2s*w5tAv{AYP-KXMn_t>n1)82_9(jQV0n5k|KI6+%H6uRpJvR
z<0@o41=1y?Y`1Jnl?td*7-NL^T+x89ass;Ut12l|En{mGTsUg<D!xH2FlvO@;)oI-
zJQ1Bd5MV5%!CQ{2Fr17v2%U<j$C+w@NhQFmGRgQsav^5ag=(bXI-swzwMpG3Q0u8y
zCQYzbZd8i3QocbhYGu+6e*4Yk-_JX-fA`fB$6_vDNVt0|?#8vN$Bu6K@yD@)2EEZL
zqP<r4W~+$lBZlvo_w~IUo9}I0xfOX|gZq3v@U3-I#yvc`C-?4^gv+O&-MDB?jElc<
zW&NV>VFlZ}X5H2$OD7E;@pf4IHUecZP0*SpeVwc52=o=IdrEcv3}K(V-hFbfzF+no
zG__B^PdfJ)_F9)A9eRA)XVBN<rhfOutm&gBj2}8`)PN7BemZI6()9<nAKbBV_riHU
z4j%Afr%t^(c7E&azQe{%oVoDl^?Qz-+i~FZ%=ydv4jrcp?ZOb5sC<J++qQj=!Tp9$
z9QpY-AC8~fd+@mK13r0Y<it;BFZ^-mq16YXzFxWRt0hb4tz5Nm^_qpNR;=2(>F}8o
zHy_?l$;UWgd%CUQQCbQX$u2#JO)RkGS5y^LRs(&DYZ{7OHP+(Nw9G8f!j%i>&PGKZ
z*|~M&vY)>EV&a?Ky9Ecs;Tsz4_Bo)bEif$12*eEvR0o<-kbHH}ej_3b=x%G@&iwjo
zfgL*pb?O+_t!w+Y-s;-F|C{d*={NG@5uZ;OGyO{s_rfCzyn#&)HqJj?+5FA#z8CoV
z5^?|b7b~$MyrSF|RF>ot@fMZ?=(ix-;#8s?m8RB~r`MLHRu#pAa!FaET?Ln2`DaPx
zo^)j&bY<?W%Ggw$wz@iXS#|Oc)z9WtC(c0uaiQ+Q%?o=2qIzL<sLQ|!i>m>{mK_*o
z0j44x=-7uQFXS6kJML9i<YH(=T|<3UT?1St$@Z#iId!KpFm$+v3|~vH|NER?bT*yL
zXgrtIcqO;-dS2u8{3dL#<u+W&X}Fxzcqyj|bup*uTz1phtfteMO{X#&Ph=3&f`^*$
zaO|H<Zvg0G(((DM`b*h$*K=y`=G7o3>xs20+3rGgKt7g=u{!%oXoCko34FTk4Zne2
ztUg0NwO+18j#<eGf{`VW2zIElUU1qTRATk{#k=-$2mFaDEi1H_7FbKNZN(YC<6cBM
zfQs=FUSRL9{|~0cxC)Y-mUsHMs_#*Vw-`u)u@o3ife{ti*_n?X#$xR_?(t(VOrgU@
zJ`bh2uEMx#>lw_IgDCAuUBj#m<PTTdt~yJzUcSix^_~B=uML7YCR1ZbAKoU9CXe?H
z@8Dkn@E^JNpUf#nj0415j3>sBV$Ymn+{8goQrW`DPfx~dd6;(jY4*M3{6}d8Pab95
z0QCOVyteWRBr+53t#o24#6N8s^>8mt4uD>eGlcHvfB9r|wUvyJF3G@P5hUZ`V#@7u
z!L&pY8v>g*ae9-%F?jb6)L9PJ6hxI;&ShJ#rrGXgIpXq)(h5rK9`5z@tet<D8k1Y`
zxUezW)(~rVr50QB%5yE17SBvK4=bXB45*o&o`!(3zvo^+CY-lfSy{&sw7Y2|;1>O5
z3m1OBY}wMIM~@(x0b(!yeS;tj8w1P?KwmV$!QOE6^ik-msK`^1ktZV0Upn{b@xz>)
z?D7hvF_6ACoE#Gq13ejB?fEJxE6KKIr{<<+=43v5mU!dF4fu*TZru3&ci&H%GzqWs
z;>8Pi2IO4C$3K}hYu3bx6QTD)x`3pB3+=|n27F(C?sNECy?4c$6)_1h7-Vd#z+lb9
zxY&~icl|VO^oP)U<L(^+_coPXYAQa~Xx-VEzwzJTUH~dt9TpR30zp{_ys$2i!a^|o
zkmv?-LoW|q^Zr7PKhe!zPzuyDoB;I2nPk<NJl6B@=lg0oN2OrPWel+>Kq&AN3H`-j
zT|lpdCJ|92!T^+17(nP3o(HZUtPWBx%1_4ilXLx)ya2U;q7~90{07RoL2>{Y(;z}O
z789%s42Jtx%?;4<sb(oVP|m@<deAbTii1kF9~fB8^~b)7>+h}rHID)T8SQd%rZ1-S
zD$wu7@{==t<bYmo0J)1#(Fy6~&r<RTS3^&xd8_=JY5iN6nf`6W+^%{>pYXsTo!Wld
zyZc8yI`s}Qye1cha6yFLz*I#`ID}gSbEr7j&7gcUNY}%pZZ8*v@fm@v03D?zLD}Zb
z<Sm-1eVZBSet~RSActY*Fbyoaj!som1GF@Xk<Bo$7;37&!r#|ZN`GH9#b3vu8KJ;(
z*}(!{m{=Gg6}Og4TS>)1e6Ef`mHD=GH}|zvQT*_1W-i;z<(RqrK%Usll^9qe4V|l`
zVj=}Y&0uLc96g_>;jv{5x&UTWU&6gyDo4N&3o)XEt>d!|T$Yi=Ffy5e9BwF^8%krD
zDNJJk%RuEC83GeW8YEN(3uSsX#y-#)YzB>sY+epNDrg+T<&w~#6dP4ylTw5f12^$<
z3^I;h%GOC(p3;IsMTm^1DFCI|iW%gB3s+kzfledRX~a6UNTcN8(#egxR8L1FoZ%`d
zQzK{Vlw5<FZ_*0QI#G~b9AuEZtU$fks1fK@Jgovw8;<8p9Kp#Z4ZxTXuTjm%)~pf)
zDh0txQK(uHrjdqfFql~qtQLo8Bw>1aE0d~CkPa1YQU_^eI+-9yBk$5SeB6h__HJ7D
z@aEOLq=d5EER1k0&PdCQjlFR!YQy&nXN?{+_PqgP`@J`J<j1SOn0WZ>SqG<n{zKn4
z=e*hZhavs;&z+up@^EGR16N8yRaRPcUXC>};qKXUk=u4|{&~fZGr#%j)6a+Z?Asbb
zCxsuvlC|NhUl-{*OAXx=#vUru8yfT5#*l&GZHK?!X=JyapY<Iud(^lUa~2%ky!*`F
z$b%bqZTxBV!kP2Fn>lawkE_-#U;ophWizJEey{(qPMv$T@6fYT_df3o{9xSVS<5%<
zTDRlyw@cQ1IBrI(PJPtD9fI1u(e0fPqbAOsJm;s0Gk^GS{Os<1M|ST&^214Ur!QK)
zc+=jWw(R|8>6*#kd^c*+)Je1Etlqly<fRL-3GrDrOOdOxxY~)xtfyI-Hy%H}@#N_<
zi!HCxWv^{0Zuq6F@s~nZbw)wKt>}B(wr^c9Z|)bLjUNB;@Gr)W95rG{&#s-rVTuk4
z!qj2|DlpI#5*!#F2CD=5+9Eo3Xxp_*`<^}8_3Y8Qd$(5Ix`ub_`g)(Y`;Htr<g@Yb
zj~n;?*s<@A9XE9RXCF+Q^wFfr9`1!F4aQ6SvLmL)f2IzBb%~#WjQ6elYfG@(e_NXG
zEJ}H<+&ba_v`)*-%7SZTZd&eXS56dqkgKxxRb}m|%Gl;gS?x?(1|ip#ysRo^d3CD0
z(pJ=@ud2;lU6-}CK6@Reu+`_RZ^&Jb+y->9HRNv~O0Nfc^VTE848abrj2%_k`)hM|
z)LVDC(H9}Hm|}JW=v(hNTklM%t1ZL$WQVKqsiW>@ZXG5O97`kR9=`UMRO8Y50KHf8
znjYGlvdSCnu11He$>waxFRRHesmUm9NGokZC6zQib~N3$HQli^-N<jeoKp|P^&k^G
zqS%LicssW?Cchd?1=z?gssvxbRB0=zAPHh6rH&%xExa%pyg<(9(EB^3*NrI7lC)~e
z$vVrP=QL7yu+AP?WxeFIKO{zxml)&T@jx%OWo3m(Z}=Vbdh}j5_x>7p_TnXY{@><C
zUlJPpTh$k`ZDgJOh%5Ifh7kjOt(M%JoGg%lr63>B3r8`a7ugzBmUDG>OxeI74D#0C
zssssX)%NSIq68<LEx&!W|BE;OTkgfcvaG_&hXvJeo_I8Q&wT2aS24enfB(q6U+o#N
z_}JL>=jZIZwd}~fb^GtE*mG+cYRB~@NNGTJ*>^`qLAC|N?z+BY_sySC*uhO4^h~Ds
za?g7}-!*5y+I@Wq@*MWxT8<HK2tfPmd2JXoLDWfjmfY8*|5@*KUjez(>q<$!^RLj0
zH^QA32zz|B^<s_nWS!##))8>E@+#|+{E(LnTzssd=va;YXnFqOqTJ(-yz6#b9GWFP
zJ_ir?o{LSrn_U6uy_#2hGrv5sFh8d(y8!<vxMvx^%DuQ&T8}QUzW|p&XutM3Bqt}K
zK>*~7r35T1?Ax~&dAvZ@apT7=STG-Mhk}AUn73dvK*Ji^*3i5*bJolY7tg1pCnaVk
z!c>5IlJVqG%A<sgr}@_0(z4>JDyJvM49^1qu6yx?<sroVJ$M*%H~LOmdKx@D_(Ink
zQ1;4|D@%S@g4YS187~7@tI&<{0wDP!|H0GOhNUIEPB1Ve;{Vp?;Ne~?xYudTw57(z
z-`ul*)0nZJkiNFtdmD>yG!|cJEIQL<KY&R+{|5JZ+>eBNL9lLW#a1Qbz$Xa_4v0&X
zUaS}MC}h2uN5T0XRF;Vtax5+becg-8I;<M202@MZ3l@<<&MG;CJGMg3l1ga;fghjm
zD-`;P#T1#8h64ABJ=`mz5U;Ng<BWa993N~!zvy(6u+iq`rxH-m=4MuKf>rzw6~bn@
zCis5ca7$X=xc*9xAGXMUfEm~bQk5_Pt{VRHyObP%C7_pwjEDeGv=R^DQ?ONV0+1Dq
z&@L1Sk-%|Kw1}<|G1OQM7hpU`fQ;=YMN))cGl@?#7=X1jzg80d>somygQ`c6p--F8
z-r+&*)zT15HDlA%6dz!x+_!l!pM`^6P1>Fz#y3LE-OReS3ULsRsiykEJS-zd;^sJ6
zNB1`{sYXCApJU>2^=!79!B9}CvVZ`YzdyE0Dpk#(Yne<Pn}vH(Iu?r*n{DKAgG9nm
zDF&xWL&RbepNE4uSw*L7m<*h6;Bt&So{7&l@q}ic#K@88m_iMMr(tk)Y@U%X#9F*T
zz*lqG5;~QSNyB~tY(E;8!sgM1Xf@+A)oeTyP0OI^=yW54X{IwxR6s9N@5j*kvout$
zjwv$m<tC9_#}{JiFUA3rVQNw#mIiognLwuy0ea19NuU~Ap-IUz$T>Q^HMne%u}R6<
zdKrtLFJxE|RuE_^cv|EfBExD$CcOmx`UV})SD=!yz`Ah7pp;^q#?Z)EIwi-b=9#rZ
z5O1(i5@M9POM-nA4w|%tYz=CjQNuUugh2*z$n(2IcoYtjyHq?gK2a(`s9F@Rk%Vid
zVH!z@N))I73=4ySz6M2`AZ?pqeXBrCuwJ282*XX9cY1XGa^kqi-P;pm?qX_XQ(5sZ
z6=hAuMXuc3?AV7ljvU>;a`mb?UoV_EdEwac%Rc>d)0j^-4Ii|qN2l-J=(2v~uoLrV
zCmh^uxqjJx|87a*)0(`zs{8_5a{A3P7Z=T%H-7jhpAR2B<jwcOWF|FD6vR_Uhz)I}
z#`ZFlzO7gt#*;({q@6YTw?e}QckDd=y+I2nPv5(0!~OHu67R;|yKw#Z-ovXFFI_O}
z+XZtL%$_l4{Fn)Y1`g}csYh^lJ9B7Tb9npEww-(S9X#=?Z|5#rK6%c<A)icY)v33k
zRp++d`@S=D^!OPICeK~+@x(cOhKvd8@OIno{XhJC_E!s6FIc{1;mWNGeqQ_4yv3s@
zPW$rf`G=05eE9Tfc0mCKp_SLwl-1Rs`8mUGkIT%8%g#wJF11wG7Bw`XtX0*?1qIjd
zM{nJ;bMmw=`u0Q0Mc8W*=HA_3>)o@{>+M>Hg@(Z4YciWjvO{=St9EVMc6hygm(Cq~
z_UQKZTW|L7_tv06y$28OIdDL?{{1?=`|cZq2M-xP{-Y^VKA1FV_{0e#CQcmw`Gg_k
z#t$An*2BG4s||t(R`Ku;{$KceL9j)nDGcUVx91k^+phBbs`9+5@?2M0HarQHMajRK
zZyisF|JMGH_;0PZT?Ln(E4O*4s&bB2LA=e{=gQhumASP#V}o15T~VE~^o5E$w>oid
z&9iS{R6srhsxEB_(#han0O%r^my8~^?r5^_Au|-PB|Cd@1ozfut*l8~S(UNfnSaS?
zy-}Tif+P<(AS(W<`ZmD^;Eb=Wwv<&BW|x)5SjsPEyH5N^S3^qO(Pyp`NtNf*t8eAj
z#W@<X%Nr^XWm*r}7-6RF@y4zyB&HTuHJ}`>hTMvV^s<JOlE%cMhB$kDjHUi|e#4Et
zhTC~{NCtRpsY<lD(j89VF5n9Py<|}cxg=}h_X)kEzYM|^8rgoQ^m?$+S&~|9IZ<cX
zO>6_6d2No!8vD5_$8A^9Qy80J%Ot`trlFM=Rg^vVNR*X33W?bJtFza$PyD?IF)PEp
zguWfbU;I0_1w6-pRDIn7VDZt~f_(&i^Y0W}pOqBmVEi5a#22}9&k!<<Ff;<a&!;L!
zHrNi<+RnI&o{(1vLHPeO?nP4@EGW1*!nyzo==;yPck0e}fUlm(6oA#2^+VM7g^{Db
zIXGhau70nc14zcn9^!q~!!Toae-QGkk9zf9&%S3~8-9f0(|5VO`hU9?^IXvd<w70?
z8Iu2bpx5oLN0S;B5nROyFpbyP&ed6A7TQmKln}mAa;(1SSe4^=x%EV0-YFDza1#d!
z4`Xs-(cwDFzUn*#+?_A8MwgT&--^CCW$L6+W5;dWcj(fiXZLf99@w2X@=Na&*pmu#
zbIWq9PRsR}>&UQu!M&*!6~yO2{Jrixhd=Z8u0bjYxEBRM6=vWwXHL(bKY#S-(W6F<
z`hMZ}v9U1~m1Ss~bx&%uT)TGln{U2`l^3TarX-~0r)JnQ(k*G2)OPdX&3kcob1e{i
zOP$q~F|qfjO-DfP^v91M!JqK*3xN`sE?tT`b`0|`K(^rCvQjcQ5pG^&{LY;_cjJZ)
z=&(cc9YTpcM|SPp30W8{>P|JuyM6oC4?p~X_=shzmK{G6g%C4Oo&(Iif8+0c&b{u*
z7a8_Ucpi2g*fo0W=oynoKfbxMq3|lIvG9D8;|Ts${P(!mO|a<t!74MBx=Bxv2Xx)u
z$d^q+q&W!pDq!~&lO4~#NA(5$Lh{8H&wvv^#S$S+EToD>RG~0{$MZo6Mg9^gO)h7k
zq>y}{+aBmD8MHozr_&9>uZ-sp^hJStl>&-R!Z6C&fl40A3{ls^y#fUM61bJKeB^8&
zV69e2)rsgjID|pAIL<}{t&a@w%=VSLpGwB@1I?<0un^NRECcK8N(|0$&(47AsKP-=
zj#xd%8afn6g1!_oLXL(}aV^C@&1C^TdJZE{z(Ivb1Z~vv2!#Yk6jVRlCH94Xz)MN<
z?_kjMY90DUcyQNXV|$${OeQjLnQ8__MGw#bbh%8kfP*q(TpEk6MUt3+XA}ywT%L->
zlGEu@DosX%^@5=xk}TgO5}C!~K(Pc{qfn^l@zrd$hRwl#kW?BfSA;5*A#!=JOcpGa
zVH+YN`?!moF94g0jC_fKE73BAY6efu<Z9VG17AR%O2}99*it4<K&5agR4#?iqjM0Y
zfM_ueUCyM+X#omKfHELJ9YE3eQ#F26l@C?vO_lr7<pFFZU7+Dgbt0KYERjh>Lid1R
zOhDtQq`2e}01=HUky$M=s{p-xBY;-Q)QagSbS&cCL>c5Pos6lKFw}%*=^E@SIR>b*
zIuXfd1^Vj5dbH^)@VR2DrQ{QW)38I%l(Y11^fdu%wF0wFK(_7*)CsWzDmJLNDD2=!
zu!nmMV(jA~IF5(w6&$028>qzflrUT)4%b5R6^E!1>>w~J1wm?Ys9qKksA(OnCEROJ
z7*yi6p~hkFy)*BtsRy@jzJK*%ZeqOClK)Ft$uAWZzhHuTZhqdw$B)ikJilZ2t|dRO
zm^^Li#~-g5F>K?&{;T`+T0f}&!HMI~%%6L8#m|@4tUS8(r^~x`+n*->QdHJZToHZc
z)|e5Wb_jd@t&Y8VwC!$|nzS5csLULp2o9GTLqwWDzQV{6>zF(<Pt;be?P3n>5f=7-
zk2hwH{cPvTwQ)D^Wj{@Rd@K6Ifg_8*{ch5@31df%88l#U`}Q3)S|d*=WpITYk(?t|
z&;=5iA*jpS{rV06_?@96JH7RuCbXT*)GDxDw~oCB^cy~=--xlD-Wp_T4NtL2Zfx6k
z=-3HgE}S`k#eya4eptTg#}ylYSh{BGuKm%mkF)bIG01L%j)!3YE@x?NZE<a_)m3Gw
zswu2*EN=P*mG7*I&&fS^>*mT$8^%wb(6wi0gFz`3qYaj7gxGFSnDlCsK@a8)3lDqk
z_1C)g==SE@z2EBlPVav2zWrYRzV8nn@WF_opMElY+}Ppc$Gtyhbia`wy*+&Rn?r`6
z-Wom}!Y}mR!DGhu8S!E7p~F4g3)poRmPFCa@@MLhXRWg&8=X@g<<{kR?6Ti=S#QA0
zN0eJQZ?g}(vJN;i_BhkGI#bs>lUKTumJ!)Dd3p8kl-rEeH5sdGQJHHX;i4Vmw<_+2
zhCI|pVqE~`lG@@?ben8Dp=OZLY#!DH_mbL+n>Y<hFZAK6++$8#G&<ni-8V`2l}*-U
zUr~LV%FZ=8A68W+Sc)Gd+v6Tu)34{*PyMGZHbC#Ohj|y{vf{EF*@YE|n=8ivtt$LS
zER>!?yEln}!^J~&HG1hWjH;}v79?C+RbNt7U*sY%Y^$s*D0LN-R3ah(3(8nr#!5QD
zUdU`jX>-pGF8#gA3i${NwFp9h4f{`_7odn`Xz(Ol2MxqI;2u?6d<^c{I{UF2>j~nz
zv|e%AW5^XsnYE&fz;k(d2}E63dH=}0u>0DPV^(Idms#y47Kfw2<JbKMsxQ!&n01NT
zoPV@3|6+wBz5?bJVs}C3U6OnL#qoMvjJN>_EqD#~!!@?^RSpa(M&JgZmjq$`OZDIC
zy&j)Kg3X1A6(C+*tw8%dpGiCqzf*cWH~*;jPTui0uy*?Heh_{!qT*$JwPzrNTtF{Q
zc=a5dhLiCS9DJ2*r|jqh^nLYFuipDR?!`zL6u#Mi^4I8={fjZfuLxQvK8%=B;da-%
z91p6kmoTiPuJB|-@d*ShledgmXfUtjfHUuaCG%Kv#+3(|2`KE~CJsK&j>cyI@zF&m
z>Kqqq3UAkxK74R5YTDG#J{>z|`+>c;<6{#nS;-}qCys0+W@nY;SStz~F2~IWH(zpZ
zYHBK8iMy|D?cZ=O@Dk}9D15v4>42l=`|rOSGiJ<`DO1+1Uz>p6IG6=jjVOkSvWk+2
zk79pb`ZIdpkiL8H@PVs$uSP$)cPHldarCJz!-C(c===99_JZQdqPwworcR#%wKgv9
zF`yTUFWeOP%E`$=1{zR&+0vz3w{E?4>sBKEj3@DD&YXeRiyXG?+qT}meG|)PaA=^7
z4wCQUMT_7Z2KvUv#$LXB8T&|b!z=uG=})K6oW#(I|CW0*ZJ9A~F}wHf#*_R%<KE|u
z@NV&zXuNJ$0~+M{EQCb)@R&YmnFj-dgx!2guogR>Ga(3*@&K^=Aar98uT(%<iiErX
zAwNJQqzFY6zQ9i)bVIL#sZw)PDh|vKGASKfbiHX5Sl|YAGnG*GknSs>NO}Hlw}U_C
zS&%k2Da$11nBa4OREULg5po`A#FoGdfc00w_EGZ#bV90LOw)^K8Uc9N4=_xM1L!4|
z2|3Rng=d4n2$@myqSRtYjs$lJ@xqV{=q2`1_sTmg${5wbMl+qi$lqJ+?=7dJZ;sql
z&?!1D3v(aD{yu!~W&)q)eDCI*7GAjbb(5|~L};gAQyX}6MSK;DCJFGt!{s!8j7STT
z3d5DMaFr}nE-{JtaM&6Ey#j%f!<8|aVk%8UrAlaYq`zwTe1lkQmdOI;a+FCb#Z6?6
zNf`_&oq_XpLLm+YDHI_}RVe1<YBb?mZ7ZD)J2>b$S<U8aI6@6eq@?lWRJNSPQZQI*
z4oAb|s*&WtVTc$M9@U>i3E)s^TsoUe=V5XhBS1*?6Z-oK{d`2eJ`!JFnUB8|<xP?J
zP$hm0DV3{WiPZvyPO8+%<O+pMtda^<G69rcK(9_A&?~{cLX#VMO$sgqUcH2&716X}
znnA`i$yp`^=$8fb)yo)KDP1FF5R?U`f?f55dr?N6$e`iFrJ$9wwKAlLFaW)3aIzbH
zbvR$aA!Mr}%B|5uxhk#+Lav(U##*+Ajeo<vZY0KW9h?%#43V+T3T}u}5C+LtD}I%G
z0qwy$X_#5n3X{PC)xk!kQ6p&^W*XA}?Jp;dU-`rLhj(thdG=J&{b+k?iYqU_&SI-8
zu(~pH?D2`o*KS?gcWBrAg=@!sws!dN4e#~a@b24NhYmhEWzzWt-(Ft&Q`F)`t0qt0
zJb%H%^Ox+&=_T2g3sGnL^ms?XSGF>>ZWGwvAO-&GLsTK*>X0C*(I8N%*%AeVFQ;>~
zTtT=>)7D^Yt=DyL-FoDJfj`Xo`ux#jkMG=jc>B(!(`UA<TaTfYvuDm4H+Ed#e*HUl
z>;77&&h0yO>Dc{^4n5vz+ogM#-hBp*{AAeZ@$U}(pnZ?tVqG9pqL%0}^Y^ugPH(pE
z+{@g$lfo3im6=T8oj)8i{o6(Bmag8taodsI`%fH>JR5c5!p&Rvb8;<ZWtGL~6v7fV
zMzd8qT@8&+SQ@Hpa?2`G?L|*>^J7!fFU36Ad*Z~R70W&xJ*rc;j#|A!MADThN+AV;
ze~?xh5n^oLrd5a6U+dAm+q-?=d4I^@4?g<f!%-tgeEiXHY(E|K(fF~Selc<M)XAui
zCQcae$*5jK-iOtpeed2~`uFQKbZGyNN5S9QbI{;!{Reosx7OvTskFLEbKIE;DV2rD
zOh|GTCOREYoDRsgkKD-#_gt16u7ZnDZmaUoRYAGUJyL~yu<U)$oww<0k(5i!w<$}i
zlfJKh_Kiojtx1~qigNn{+Aiv|mcx--pS=oRT;f$g_ZbkEQ0^8Y<RXy4ZCZd?m*6g-
z_c{G~7}&kFY$NpR;a=M=65x=%hS(d@w>Yi$h=tgLPvwOO#j3VmsI^48yS+{|m7i*=
zIR8uK?dq~yHru)Mf(!B12X_lHkXrUv^C^y{H=fRHypZO+mXP}}DKpPP3?T^qeRbjn
zR5g$51C|eu_X9IKJm(-l6+2L_@CDZ&oPt2(-{oBZJV2o&RSd0#?g_$hT)!mD=g?bB
zpx2$e@fS=;`~&x@t!L{UScZ<o&<b~y+2IDqfqLt{I?I6?%du+Pg(}BA<V}?qLxaVH
zKxFn>AnpDM_ZA~YBHLP;Yb(pMm*m<DbL{q9yCdK3utNC77h+2>fdXFz`8f_tMycfy
z5+2;@`r+q-GYk*beKiG<)%F`zMUP#@&)n|NTacjLy=;fwFYhRz7i2}CmjJo#pK#j$
z%{l)q_j>x;V7Dg3YpG7LJ3U_CKZRZ#-1#`|$MfsIIXdIpqci3oo4zP&+Ty5bi=w7~
zA2og6(HS`YH#I+U+M>uwKOPygJaWXUqeE96|8Vv3k=U+^8nN=|uoXu?T5)0m6y3k6
zgEv>E=01kDNrGal|H;G(vW`<xYA-FyD=y3~D$Fe|$|ciJil0?EqHAmy>#Rq9qwy9;
zRTZ8nw?W`Not=69Ny?4e$?@mX9VqPJCJy2*oPg8nOE8J=6j^^SxzkwwAmQPO@4uV*
z<?I=UPw$USiB5H-WS3{9m!xHuWLV1!iV+}DT@oAr;Jfb^ARi2w44Ijk_^HXvB(vBc
zobKMe3(>e3E9ss!d<{2o5T=6k^i&V`dbY{QN$>+B*kS3?rAHzUr)DOXSCych5QUxO
zjHLaC_x-&5=OsTaS&2BHLwk;#ICAjF!A+YteKYTypI7{R=icpnd%mO6asSDEk}$kz
zAuI}>?pKWA!B>7>KE_xe!(s8_MKDyLuML^KQBhGig1$B!IeGFp0)&y@3-cHPhavxd
z|J`>Gcri&Ch6jwgK$HaR6Ena1YV+nzh(ycF&(6-vJbU@fu0y*}r!Jp*mix?;=YSpD
z+_Ym8vLiNc-~1@~k>_}pJ>yY)^pPWbzWVZuh4ZE)-iOKLW@FLyM#tGk2=dnL|AyX+
z7$}Ikz*LYekQE*V?BgI8S+4Y!D9|rXz;UAJqEjAnt{aaD-@*m)qR3<2g(L7nh<Sv2
zMIcxSLn>oPWONx4%+y?sj<3@TwK{=PNh}a37=X2EWS#MVzG@i@3)w(l40MxnfxduM
zqR?u^WPRKy;~1oDlIsiZMMoP7sxP9?1OWyy%_L=*!BjFP_O(Kanh$$}zgiHW#=biy
z0=goBUI>p^C<peCLLeKu^MKqer33(vzX7yOks_T_#C=MVW)+wzM)Ma^e8p6MVSq2!
zrv=xyg^21eqWE#Vo3mPY;Rw&qo9Ek7N~f5l!Vsm*C=sf;ES%5rX~Asng>(4+-U`@m
zW#U#kbvu*3z1h&#s1MbsbYh{L!x1wWd@7aW@6Yk`<54IgIs-#;H6oE7xQp?)5-IkT
ze7=Om;=z{S?=JuzGnp8ni{m)KtW<_*G@&{jDoCxyqj0jA!4y&%5-M9l;RyX00$(cM
zH$dngAf{0z44Rlh5zzcN0p3hMZ-$=_!{47pr8B8anjbU3hvnOn<=ukSvN>XCc`dyK
z-o64Kf1w{$9Ke*)d5{g&LKPPNO&WtityXE2QmsO)Rfx0-p%&1q5E$U;RSBT<!r@>7
zoyu5x30)_qq6|`oNzMfKddjF^>g5cboT*o`iFH9I3^a%W4PrAqx>|IoA$5VPQ{bIK
zYBUC>fP3lgV&JA5ec7Pj7e)3B5RE-p3oC_!4IU2E3WD{b5Q7+7Gt9jz3{`Q1w1lCP
z;se78Qt(36LO`#Fdm;9cSFVC?40nVA=o@NQ2b)x8ovc-`{>`qh4e8%!>_@|9PoB7P
z(f0>8Z@PZ`_>=25GGb!wPm^4kxiv6$rDSE?jJ~*W+x}T|w|_c%^MLo(^zOC(y?zHj
zAAfn_cX2zm-`cck?X>AXO_{cD)!K6hj$Au+Va?BL+J?P`865^yP_Uu3UJ;~29IYw@
z8D0jdK_i4|NFrhKMGTIDCk)bPL-jh0ki#_OjuEYf_Uku)=FB}?HebJZ;c?9UM-T2J
zQ|I!fiziMVKX~}izJmu2L>}3HG;+_8!+Rqm51u%2`1F~>XU=Zey?4soZ{O%Ykgw8t
zQJ5|1oB*DfE7wZ(!MYF(jOfy?%UeS}{A}r}9Z@H5UBCJCL2P<_d{%N&ZhC57L0%zp
z3+ihd>uM1oP+MN<Do4T)Qp>7qQ}Qe~A3Zs8{?dlM`xmcXJN4Un!x7r>Rxh2|AQW?v
zO$Q5in_yMfHim9(jJ-Oy9^ALrh#`YM7&dg&$PdSl8#8(G#OX7pP5)~8<QY>ZPMb1e
z+T_osPx)-d)UnehkD5Gj$e2%iy+5c!pSN50?9t|po}K&lh35hC?^{EMcYkkS=f3?t
z-0O10!oTOV+;HZdb7n_6Gxwuh8M|C*8(b-?T*=F!+(NdkN?GAH+^&F^fEaGwf-O;Q
z-OgLcwsju!ZSHzRin%pgk8BI9eTl4Y<rXwcQg%tuE-4S(=5KNX@J5g@EDiNpD@h@R
zENzL$?cm-n#6&ji;5Z&dxR)rsTk11@s!3Z~mAMnjb7fJ=E1F@66Qdk}zC{n~i*7WQ
zTxcpg(^P&M=-W_os>-^*F#k}R<?@64_>0+ve>IO7(0i+(Dc)X}U0CkGbxU~}*a=4H
z-?1yu_qPSg^+dW=6c-m}W@bRY%FD|~pBSX|-=#|t!L5|!+CtPN^-43_OX$T3e+Rt~
zNXs2W;&wbh1a4iy9^h_cF=5N+okzt{=y$6xJdWHj44x>nJ}$DS7Zzm!dhNgMXnTc$
z(dp(MV1aE>ro9N;EPEm7*9z#($jCq|J)+655)Bh?X<=ri<8hVka%}-H+wHX=5e<<I
zg^}R!I$Kn&6`^WJ2}d~))%%>u0l+o3vm|801HCV%iu~V@?cYE4zvW(d0Pv1OmM<u&
z$SSIY6WinU{VVQ0m{bAu-4^?JN9^PMj~<?Sa{v6(=+jSQjy{Rq{qPag;J>N8G0~@@
z&)>MW^Ktb2q}W+0PZy^?Tbh!vBsuQ8#F#lxAO0AhbRs_E&fgTEx3IVX&R+K_!#|i%
z>|V#ID9R|aJSxe%hbqgz?JT&AtEXB!J}tzl`&*6opd~9RIpZn>-W!>@7t(B}Q%jGh
zRim(jn>gs!ey>`xqg+<xs6ZmV2Iy^a#b>46*u8hd`t7T)+&`X}ADvN>l3S6JTb6Ap
z%g5{)XBE-}T^O~tZ~xvMJGS4ye;*bCBrC!&0NVh1$1Y#Kgebg{5)wOu9o)phOP4O>
z=jVcWaS@8b4z9+asUk8LF%Gxy-OjXRz!MAeFbX@_h1s!556)aWvwiP&I0u$2U9xz|
z4~v)lw0!ldZF{$$y?Qn|I~mYhR8^Fap0Io0?*04s0l$$Kf%P!rmv%Z~X@H>@?%yLv
zj=-ji);TaO@*IHK;8;K}hF0Lmmz-Hz3jVxy^(xR8{EX88>ga&mzI{7L{>b6O@Jm2U
zwmU2Z_B>2&#;ZczjJ=s=P4n<Ac5pN5Y}B6pd!R@sW+i%#=M<$Srrf-8dGF?R3-)dM
zA^X|crn37$-v*2k&qaje%724<c`RQjy3f%UQDz>g7TnA9;kdb%!|(<M17$(HKwpoC
z!2`D>9Mzqh3J)-jfO|a(um_3ZbC5zrRd9g23Kd7C;pq%QgGpjEN%TgsM#ERBxN0>|
ztK}Q@n7<@4Xa#7rSId#BhEO%Cl!s0?pfBPbsAzyfGZea_^b!<HCuV|v-Nk^w3(z&o
z7(ohFu#$}}_6-u6PDCZn2Qf`2fn3alxCDI<MU+GLLb=Y}@r3Sv*h-0s6z%^Kx>QV)
zik_E@h|esfdMWvA35zbGQ-rhtKE;pi+Y-g208n4-2lxu8U{QaZBV#jUY^DVM0UCU>
z-t?BuC|+LFW?oG1<~TtGH?LfZ;Rq2%eT2z?xwi@dU%+5+C=`aDAI;mF>g~<&^~Fsg
z3;DM^g;0o+0b)5E0h7t0Q0YECIEU`*%L)kK(rBL3R3ecUc&va2RiTkealU}TWcdd$
zeE{B6t~ZU{B7oW4m)YE#)v_hW*PG+-&Gv7}^lMJ@@uGNp1$Z~7_<GX=0%-nJe{T$5
zqj)!`wrECc-i+S7ITMfY@#XqaFxo;y=Sn#ug-D^5>y6sLKtrHOr&H_HGQCQoQ;Kv-
zp<C<)_wtP%=v8t}fKNHoAVoGE4TT+(oMBSHv&}LoLBC9cyNoKfNy7`&3xWvuip+YU
zQ47a7pcmS#`&}cB2zXIwDC|J~g-t>azk~wCd9{GMc!-CJ3HNFQn4lJ-7X`rr0n;y@
zPzH)-Xu!R&&`4QmV+>UZ!Ze~#jW}2%0{7y@6Li<$mB@lk$`G?E*sQ{$e27WiHq6|q
zZFtX)?cVFvbIh=zb0$q%vvASAwHr?D+;ivn>GV4>g-=r|Q?so|C)^)-X3<XvCw#GE
z(EF?3cw>35-kXLFJ2`uH>cN94QOA!jU%BgtpCUJIJ$oSX>ZuFcH|`w%{>V1r9YO-z
z8MNUFnOQ2*$x%YYNFWeS%4Z5VbPkKk<gu{kB2&p_LLNuR#o~)FJkZ$ZjqcOGm~d#{
z?ne*q<>qAM=4L*86m$FDt-CRIA1B0R=4WSF^Agfio}?rtW@S9f%8E}<zkK)Jy6rnA
zd^xjQA7r7u7W!Jp)}6Y&-lJE~cL%&TeB{UDznC^_{_@q^&YZjR<Vjv`c4d*HuB^De
zvb5e+USC~VU+1c?sjR6esj%kTo+YL{d>sEU?&<Zr_YWLDwRFQ~5cTje<KG@Uq+_q%
zVXwWW3p9#lLYa&o5~%LpF??9RZl4T(<HLSkKOX${<gp`Xd@*6#qzTg}Pn!AVw7GL;
ze*5j*Z{~eH`|H_X&Yd}J_E(c<&6x1zv@ugBef0Ub{vVC#_;&AB-MdEgfH}B#kAVYv
z!SFEn{hk8{cYAL@=Xd)(=iZ!SuAE3$_I_99j;i!^80<?bb!koV!kVOS5eP{NvMs{F
zQWw^xErz22qtM*4t(#6g&f9!A6Wq$}3tPf-*%pXPK=&2pHh(kDBu)n6XV?HpCY7@e
z*i7I#Yb`(;IPLaAfUZ~8rZ1~a`JpChK@EJriF5HXo^!8#H-X-qwa786O5fznzd&+*
z5w%2C$vq)yggmkSSzT$VDSK91a<9JRLSxCvrm~YnY_#ujS@u{8q7w6O-OSBCn^i%k
zv$=h|M-$49#TTDUEIpTAeJj5n2Hk>+`f>=j?%~V7Bi_FUE!=CjSrQWx;xKwNjd=W=
zm6c?Qmh0C>dk^;ldta)&*uig4d=Yy?F@^~LC+H>Lvb&40B;94bR$XwS)_%MWe#^or
zV!0$;NKs8?C-7Z2Sa($y94fcmE4C#U6{S0hGwr{cdo%2?H-Lmoz{A<_{T7zw6qe=`
zmF5<e<rX8@fRqKp-SAxidVwGKrm)ZqIDvXxQJe$!OLf61pl^fYx#~*>5EmV4u<vcK
z?j&U=v2yNSwquQj`|E6ntE?B@op(r__!sRBFW;m8mU}%9bUR?nY$fGMb{AqdVD$Yf
z?)79oAcPr%_O4~uMCZC<@?6ONy^>RhgMalX&+#*<uDi(vDM`0Wo~^-88J0PSpU1ib
zKOI;@aUr`8wt0{$`HOP<?P1j}^#r8kkTnis-bUWFjj+0_21Cz*YA?U>7Z0&{(y-x*
zf#us(l3Z2%)a8h&v|O#oKaX<epRO*z<%!1?Pp+HlOO96+p8TW6`^W1<teD`SNBe!6
zcD*3)Y`N`Bwc|>C$=ychlS1o*+jmY~xfzw1aW%K-enD}ZwIs=2no(R{Q0XiMwZfx|
zk3EbEH*eicO;0T>b~vjlVK0wQh`S#f9iJGVotuTI3W&hDxjBi63GnVFBtTg$gnbtm
zk|^xJ7>~v=d@NzUP02{fEy~HM$Vo0vPA*Q$D$mL-&&evye3JF#{LS+ioUv)k#<lC#
zuHUd}&%py%?p}@0h|ev_Evzm?Wm&WCMBm1X!O{klUL-ug{EQ_VcbZwH)nbW#@BnCy
z;IcKVF}-b#dw|7xWH{h_Krg}{@OKaNO-oHZclPYgojZ`>0EYu;8Drh<M@J*>4AOLV
zPIfT@RZ6UAsk@(W9~GA#msON$sVqQY2RH9NzI*ld)q4+aXB8wDmS+~0CfOXZIXTx7
z;-apf-x_^wcTw)mrt<p@g%|4c57cF@t4;e?a?HTDsF&yqz9nj{Tk-`G1A4g(@0V5w
z0Ila<5r(@VxXfKIwPNVN9yW$7>}ifuVUb!Z)apeV9oZU8Qd6KDWi&~3dXY{iG+;&B
zEF<yr!Kxs$+@ynSNJbljdnHhzIhbnUFXLfV6xL9d4&3W5146N+9FvS|f(R^On5Fb!
z1v6B|4pReQAm2SlU(heqML?Gk=mk5dk_#dN@OW&ZaE&4sfQZa;whFK<W67mVnHzm2
zA}Vnvli)1aeK|@YSH@*YFmf043!tS_P-F}l5)2p=6!s--I@nmqfKe7AsxP1F&j%#a
z{IO35L^k)LH1ndi@M8ISgNJ2Yrb@`uN`y)w0F}-R@Td9u1hj1FhZNlA%>r7sz)cn<
zfJ>+G7z`eR&Zbgdp5xyF=a9k<9)dF=)pBT5K9ebAvrv2{1CPaV|K=_Hy;@M4`Ov(4
zsb1azUd;o%yij;06uh1mUI8t<{F;0Dy34PnSAef~fUlo#OJDEin7<a#vN@$ib85>L
z3?CnsUjT<f=QG$MjsW<glxeguWg3FbrXZtUuhOZddX-qO62ab}S3>UvTk?!hdI|J$
zz`aD;1?$S_Mp86v-RR3ODVZpvf?>o~%{FVfZtfKVdQCdMUX64z2(yGypA)Z$h9)=?
z^6b{_LAHQckgW+FYHB_TJ9w7~*%I?G3sj7o;NBo~z(Gldc^C<1pkiG9K=#Mg5Hg~r
z__T0B(A@^^)rtuBstC7}bYHd5sDtA|9%NDmnN>lMeDw;0T53>9Oln!UQP-t)M8EDm
zJ{dH4>Znh@{%q2UIr9#$*>vmhiPY=&(yvE9JbdE%%Js)*%-S>jgH><z`mR%#Z#s9~
zH0smj1Bc3@WAbj@&AfX*H!i`FlIh5`r6gvYK6M#cHNATcRI5X|Tosinr1*0K{5ZI}
zqWH0>{>%VBy05ptpRYfSM#q1C{^Z@F_+worKqBCD>+<>!i{_s{e=;fQ$<xHgM~@%b
zv3L8Ss6$t8U&}1W&MUM$N{YYvAo}|KyEkKFViKN4KZ(0|>(-Ier#J7}yMFu5ZTk-F
zK63Ox)X5{K&K^H|>HO7Ox1t|EdXn}msUSC}vb?0Jw(6I<s$c3+u3u^@>dFf%ELr)9
zkDp#TcWLAL%?lPR`fBFfaTC56JYr<Gx84nmXeZa3BpRJur#A!zg-3*Ue7)_vZ*?F0
z(cn2>e7a=zgr8=P`}(utvp)N1!B<~=H|MLbznU@oOF-`QxwF3fdhV>bU(cF3$8+e*
z$up;YHhuCZlRg_ZW>oL@2ej(iDX7D1ul0TtZEo*=@Bymlz(L*mzt>~HpsxMi^KdW3
zTT&U%GZWnWNn#V+nF$`Z?FK@s&keUQ9zeF;N>G+)wnVli&RZzAIPP{VxUm*t3o!1k
zB9;ai8#0%ImY*xP7^9Xn51nf;LJ&IyOcAg~z#sveMEY8UmBBdS%G!&n&OKajKignG
zS(m$`HhsC9z310wuf!h&p95Y10JtV?c~#bK0=<}L0q7-QK%lqERZ&yzs;fos8GL!w
z6)xBlAcx+lwV!MxNncomJzDQL=*-_;kQ)_;v9NizlNnVWAMf$IiKlMHUWti+oMq1}
zu5#dlrK$$gl-<PpH*@Iz+=1Y*TLFjh@lVszGM;m9Ef5;N9DhY$_#E7VFHjf6OWeHZ
zYeV7pI7UnS2c`E{H!N@n^B}U|WWbOPm+hJ}4_7q%YxDQj+Yb`-Ej`xY*k5alLeg(V
zVQP5^2C(J<eLWg4ptrCruc+LD!q5t|yp>lJRyd0)T_vunva0Ix>Y55Ho+C2~%eWXT
zfQeLS=XuV(rG*$6hg4n{rn%X!yrTLdOc;OF5O`s|aJw&Xvz!n(i5s=-uPQi;=EwgB
z&R!1z{?E7<j|EI3Z3AwHtJ!tPp!+L=^<+L^;7ClaGd9n8JEt1^$bta$BK_>I9_2ZH
zGOg}vhBGehiQ^dt5PXL~D#E??J-9-|*ukpQHORprjiva6yLDP;2{d+hK#KJa>^)9<
zEQWDIId_&@To{;078Q`|;Q36tuZhas$tw0oF6&K~<zltv49RD(!E24{qZ4&Sr|ODM
z*B756R$lT^AwM8kGH}_BShA1*QRDqnUl2iGxAuD_J^w-8v($pSg*j*N7B`f|)RYtS
zwObyPm&Q5EV$1E<%B(la3gavAnQ;~aS>d9^fH`zf7FhG`rS>9cQE7E)v9l<@C?Aoz
z*gC-ZRpt2B;DiV6;!JD-n0PGl4!J7GckHadkBs}r$Kfck6_gibmS-jwCq6BF3iM4c
zP0Ox;oj4;YKMAOrkQ|@*>}gW+GZ1pRB|WPsE3Z7y;<VUYHd}?wR%pcnj0bc<u=vd5
z3mvC8f)+raFQj1n6eK)_#G8Q2!0ha7KrhZDC%C`B$#^N*Sy{LjehDm&K#7H13=b1j
zYcvs-;l!%aLZ>6QI5)$QfdcF1mS*Rb<)E;Go9P%?pPx#g*O6TAh%L`QQ;~PP!g{sT
za?7554bWR#65CXIvmt*^UFMqV^fgs!tN$gv7ktZe&%F|o=>TNz6-os3<p$s`P%*ZU
zd_|ZSfM5qtwgbGoo{0c>2+3BZ!{v+g1~mq>DfuLd3aJh#jZmi-qrklyy-0788qIQJ
zpxj`R=?xNtQ5qDa3=7k>X>CF_XX{q_kU%9K_&hlc&kt)c8<H;t<B~OmdpUX;%%VKx
zVwvUqAT%E#-a*1JNoc`xMyQe%recRe@&#f^Ap*nhi&b?{7Q;xSMS{M11$-1p51=9$
z05juAtCWld?j<vn6&$64STAH!hD1ywwq!oBf5?SQ1bZp?EIE%U<D%({^nGCmH$6wN
z4~});1u905m=DYYe43w-5rCTlx<8avx_2``FK826?BfWJ>I)w&pB}&h82duzZ3)oy
zZ%#nezeO{OcMCf49{7TFu%-EWQ(A&`z5JSa`8RKd!j7-I$Pv%^1b}@}cs9?;zFuA^
zps&A|x1U!FKd)w<BYs}wdC0Rh_ww-+02r#TUrUOgkDrgPuQzxK1BWR--c(;-hMzx^
zLS@q-G;#$zkys>`$u&x~L9H`u3?{W+C)aBvdbOK-Rp4F>gWwqyT(pcCUqCOUT{97Q
z;c%cErFc`QMmY`pCL96uzTjSy2HeXB`T}|lSRGKYH81Q9r0WpSD<tLSUIus=eCr|J
z=VYrTWDENBps!v|L}1{zSuF_E;4UKel4~Egv)4n#Bv}I1aabMD-KG(SXhlI95kh_O
zT_B$XA7H&kY}CulgnQLNW{pX&P|Jl15szdPiv$L#G)$}O6dK;UU5Eaix{Z9h|ICla
zu9`LP=;|%!x9&T;X6vc{!`^wo$5CEu-^Nzg_Ep=aZIawgGl*hpKorvjn2zX1l)zO&
zZlcT0cY{)hl91?fb0d;m6pAPj21K#J2#hd90Snu5QMI%xyQ^JkRadLx@;&d&uDsfr
zRSOD|bMzbJ+0m4D{xe9=oO#YU1%<Ca_Wi%ymh-#IuXysD^By_%w5M;lY0t~A4Da24
zq_zEsyZdlY|B->=qoYTMhYmYC`#$>kZ{PpHe_giW#xu^kc+J`~mn}PG`La`x@0EG_
zx$DoqaQ*rV&p6|pGtOLp&bjBGbN=~fpR@k#^=F;4{>*dE&OH0fbvNE{&F_9!_~Ewq
z_Ux^$`s(vPzwoDD75xg$BLDi%8($yTv%k6i(=Wf+vb|!<ryqa(x6i-Yw|7rNJ*M4t
zb=CV1?5?YCXl=JSUG1)JySt~u<>^G>+kw%(fx|BMaA)VJr~62kYs7ZYUBBP9e|N*q
zzwP?u!|iXrw)s!!U;H0GzU}7QFZxc_8E2fm_M~;oSDmOgrArivkuj3Un0UDo?{qAg
zr<{D%#TVXx%k}^7u}wuk{@$N|_M_(uzW?lx9xnXBLr?$c@t^$gdq4W#V?TKOktZI1
z1O|ui=OO>%(MKP9=%Gh*H$D2`eGfm7v+16j@44feTW|c%)f-Me_w19-J^Q??Hf*^0
zrt9v?x%&3oFSzEKbFR4J!fUTPKcIU@n|?XU+iqFpmc?xO?+}*EaLc<9nA?^&-2Rd2
zTh4O}B|ILsg-AwuF;-;kSlG4*UI;#g4Z7Obz}qBPnj2gbNO^;O0_kro2@a`nO)nrV
z4#{yykwc4$fsT(bd7YJ`J=J5~m7{GhvcPY{&tPd_q8FZC$Da`g8>#=rP{V%@wrv@}
zU;JJ>m&wjbtD!9g@?5;=v*aD@^$mCXMmq;bJA2S~cc<6Bb<~9rD68;*HepD4>uZ0d
z*}nbjj@nOcJs&pof3Uly;>*1|s=nO4XHTmg`DaLqVIpFtVcvk`=;?BIHXm$4v7=TS
z`;&)3;V(5N?$5M8^9ah8`_tM5^~+EA^Nl5(=oOdK<NFuR^!Il5xtm~S=x_gcu(jOR
z`YNibA}<MI<}m7;x!xM;LhHJNXg@VL;O<5Fw7zysJ^hZ}L3iIETBdmV2YZ-L19j?<
zq6e)zGK6ObMC8WUG}71G+tk#!Z|`1+URXFfJ01RU!dBhW2I-45x)J;9uvNfMa)?PO
zrlt-dF{&G-09fK1G!<+rd_`rHg!M85F#3F<;spQXGUHPgLJ(atmF^vXO~5MO2Cle2
z)3XEVwC%$Xv1qF&%xl9EEJua9ik6YjTZeYG4M6%r^iHSC8?Sq@IWp${-dOM0|3?&{
z#_i1>C%K$WJTUs|f8#|w*1ZQMueqw%HAC*dqha)rV+&~e9Pj&_+kCF=L+-!%JiABw
z8;1K^SfLd>1hKeo-H>PhQ1>oYyxRE@>fH@@ygq7wdCc)5YiaF%nLUyqGLK5UxInCD
zbQvzzSl3%4uD80|-`m&l3GBNF<O*ZF;gtNFO}-CoU0>MhYnwi`w|vm&`gElCi$eod
zN4#Gi9jZRu|M`gPU7!6ORt>o8>*2oUks<fk$l%y0GSrY3+TS(gc6gokL1)KcCpTfn
z4x@r=&<Q6nv?2uX5CXig+55cspPhdoWw$HmtH*m8{LeMuMeFWPTVD&}y?fm?d)<2v
zbnkEMYiJob2#bYdz~0Lq=%AJd;IioQx)EY+>1%23Z*CuK@A7pGkD*M&D3mlbEEF#@
zA+eT)_`i}BIEJ_teqlLQ#tK*sn_ynJ4(e<mNsbkP85!~V20dO+=U}H}z=1Mu?I`it
zXFJ%_)Z}Tvgc*#dwZEmU@1Vo8uh&`WZGCH~`Ts_2C5K$^AMUL@(zoMC-)Bd9J~`C+
z)@aNB4ny=dzu;|oeJ*q_v@Y~*qADg)6^-whhqBcm<jYB4EP*6WP;$ap9fOsjelcN&
zpO_ei$pK9Vbm&2>Lcvw2g*0<=Iux%Z8M@a3Z=xkB)trdQoR(tE&|*r<(4`?~e?{tv
zC#9c$`l|KoPd@h?l<GY3)RUK`TT)Op0uBmv!AMp_qx+jqjb;`y3wj?g#hbW1HF<?G
zWt9o3_nOsspN>?i<d_xOxK%pIYQ1z7UZbbPr6<K$6QeANQP$*`G)-K(PJ;X?_(+jL
zWklJu<QRQ&EV{)RH1S5A)C6&5R9WG;uq2vI>eN)FPAi4(O-uld81&#Uz~Y<8CPShO
z-;GHqajRh8lN6?8CB7S25d?&M<24Gze&aOCILz}OlVvdp@le7`l`%^c(I;S%M=h2{
zERrncriewds3o%KrP3%wZkI|Tm#`^n2|h}(5H^WuEMF2If$%F7FN@G(KAss77GvJ8
zlbKXzKZ;$7Sn;vtOcF0%9D71U><N)Eiy?haV7ix6yfN5Y#G;r;{}da&C@yxfG(JKq
ziIE^y92*}WD~XSj#>dIx<K*!Yg;b`HE0jvLIw2_mb;~q{B%LYAU_!PPE-|VuXwuCo
zC}GD6*>Sp;`E0q04M<)?yq$A3$avkGp+jN1*bIFfq%WINr5S9JWtdpVcez!)JS}0F
zRh@1|=QXsM@aM8|x|c~`%peaD=3dBJUeh9$3me1gG|d{+G)vRqBZMv&_+_zQZXJYz
zp@-Q*2y$%5Nn$ng9;3h-^NpigNa89pe6uN#$8aVy(TiGq#w07wD@})XVes0nT4`Ci
z+`KF;HO-{A8nh-<u~4ZDN|iM+WqFEzwbpo=G2?<2Cug5^;ltP5l7GjhpWglOGxt37
zhr2fY>DHY8$-eQaOE)}n#@Ro;@ut83<)wj|eMdUoM+b+F4*HJxMvsgg9XoW?JAAac
z&As)b&;MNV*I)hixgY=6ufF&FAOG-2PyPBg@KC+{%Byd}<n_v{Z@l{Y<~PgVD}R5>
z+wZ+w{@y$9Z+Z9Kci(*DjaS}%@69j2`h0)w?tOK8D*v|q`Ir9h*U$d?H^2Ywb1(eq
ztq<PWvVGf|Ti<<q+m=tNc6_yO&w-YMO&#qAVQa+H)^2k+k&KUeH~mAS14E<z-jTr}
zw7fk!JaV*u;Ha~6xS`Sg`Hq^>7vK8bumA9~pA`P^d-<F0-gNVI8#i2h*_rFkNHe9S
zBx({9l7YlzN;jHNi9{!ps^Vj$3Mrm6b*HUbdCdjqK5+fj|8d_Pzj}PrAAb1g3qOAR
z<$@=k`>*f+EHC$ohwgjq!FwNh;GReE{lR-5+H}wT_vPG~bIUEaZM^Z88?tZ8zGmZf
z8?L|l;;Sz|e?!*#OD{Ti!=;zrn0@u_w`Sj!bJcCPop<GxXI*yL`Bz;%u6zB#Tjse%
z<Q9_h|Hh>+i`*jn42IhlSQ>r}c|6+qi$LV|DOe8tVOtit{ZCei4CTn`f5S?XHT@oC
z%22EfCCgB_4CTwbZRP%IW+-ds_>4vQP+GS0>jAvIg+Bq&TJ#`h#n9@xmKFyGy3v%g
z5y>b%=O@EW{{zvBVH^{^Ex(2T0S96o+)y*E*X|wg;4dKL8UCc8C8%%6i{@g@cE{e%
z?me!)dRITPvpSuyGJfG}e~ndmfb?P>)YnH`ulL&Da&}ZUJKGO9`ggZ>?{9UtJ7MPS
zLUAz^|3?rBiW)IwQ7JX$!oFTuchTm|iGN_z#jdz<qUfkEIOGfIi?^wW6|sqxcfiM>
zc5KIjx>IYy-X6ERv#qNW{XuL)-TQ{@+lK9L9_oIZ)4ipmuD6G}zeX9l;h|m>U>h05
z<mDzd4~graIL~B2qB9}ECOlAhQHhU<dH6RF%Ek=mJr0g5wheV3@VU`E?gR8VfV}b9
z%Y7Z2QEOtf<1b^57Y=v5#%lJ0KT`g?;Ug{Q`h2~QMqoism8nm2O7g-LCfB{(YXa6i
z5WTZ8VFo8Ve%)KU`cc&Z>J*c(ju{qiZ62$%4ex9lgy`Mgg0c_H+c2FjZ@hZMns88j
z-q_M!`#K6)!|;RWO7{OF-fJ}fdZh6;LkIuQi~o<1RchY~Vk}PEg-Q$lCyTM}x1m&F
zZW)Ee#rful^PM5bM=0U}RXmKs&W_DvotwE$@Bo4dcfP;o7`ql+b!()sjoA@|e;(EF
zMmk;{>UgK${;92P_h*f*ypLBj#w#j)%NoWYecx;9t!V1_vbpA9>xbQTR@C=M_ghE$
zws8I3$`8SW<9vOr6T_|??cF;(&;d&lo>O}Uy4rhN8+s1z?{41P#ZBE!`@8E7cn;Kh
z4m5b`Vb*o_*^woTtI4K7nPOZiHXm3Bqd{*!isv|OJ<avqb^E&Z)pXVD?XKD1y|2#0
zx+iz{!-&fjEgwXpvD@C)UhhGNi37HQX1A}?3t8&(LB#Tkm%WMUWbPw;<Yg^lzad}H
zx~%>nr;vG(%!i1BSA!CU?nUWC)R{vU45!E0?rCr9X~juF=wbl-F-~_4roCNz5vkta
zwWrSgm9680p2lK?4n|x4=TOK09qxSfNY~~gU2h)ld~K}lk0Z_h!+zhklyaqPYUe`t
z!h)+sr>=xp=vy_fZ&^MXlfL-QOJXK{p^7=(%Or6!e#CytD`aerofwcBW>A^YC6)`6
zLH$}xNoG@$(UfQ~CF+d{dQ+ki8aPd3<|a#;CSy5tZ${=BYtB7)-TCJuq;=|Pr>=mA
zLbF;;f+SfLm!ybIK_#&SDRib)r_L}S;RualHLJ|p)fR->^mskZbZ=7h3Qg=PUHodD
zWR*64S#oSTL~lZ*B{9;P6rHAtO-GDTFHJWfsSPj6WA#bV`Xs;fO+}tmssf31>1oO7
z%zBXo%dx>APf3YSOo&cWMZ>@h)ont8Te2K8Y@V5ZA$nz)%$QGB=o27%<5Cncm~^Um
z2z9Lr0vPdLM17-@q-;u-MJKb5(TNgxYZuER{kj(>TSaVy0=Z;yk;=ftJ|g2R1{r5d
zWzmqqFydlbj2RhxxiQBU#z!uWM=+U9i{h5D2?`k#W;lfmEgcmf850{39kVnd1|em{
zb>ZoaS`;6>C_ZLUeC(q5xJ8oq#WLv<g*-|jk5$Ox6f%iICX>tLY?3Q5;Y+Dfs1ub*
zDXJ8$N~2e44GOJZZh%q5jG$;rh8fei?&Y;5YBj(}AOm@3Z(spl#NOl6wRjSVPS-K%
zo1u@-FvO=DBy2Kr($}I~W<eESrPYYK&<Mz*a2YB&pymcEyTMJU#Q_fkJiQ4B%tEHF
zvNE~5I!(JKU5oFW^hF6Zs9a>#!TEp*^XwxuaJqqwjfJC)i7WyPO9PT6^)O?gmM`1e
z3bcD;Zz~{r6V1jXi#f$=)n;TEmc!(*0=;vsE0<YOdMm?hG^QjcN+imt=){<KZ5+zk
zDa{hKHD0}1tv|=I`iiw@-jaFYqu;sWr`O*6yBlu(^))x-UwqkJC$0PL#g~@;<fmV}
zUbcH%#oo{V_VpK4yLaxYt7|&g>S%SK{Eepp1tAXDKL2v>2Nhqu@z#g$yzISIR2|*Y
zE}R5+cL?qdL4td5cUiax_bep1yL*DWJ1pFSyDucTyW79^{`R}a|BZ2O&)vE0F}r7V
z^_=xoRo8s#{xX&So=YT$PaykDsC{<Zv5)xh)LgPqc^bBIR>iukd34*gW#u%xlKE8O
zndr{9_WIgGh|ceJd{LIC>*<N#{9N<<vTnHa`M2B`pP{O@*JzT;Qv;T7O3i(<;Fx<&
zcYIvF?<A;t?fJ_KfQ_Fs`;G0L>(6dn#JWJCM_0?o_GCY=%hTfAw^yipVc*kv9)lm#
zIF^<<?GWC|2K7jCozxQLp>G3{tkE&CgL)s6xn-&s@zpS05w4)UqSQ%fIcbZ`ESN@x
zEMK9t0Cymws<+A2I=>W`K0k-H+egwJu@CP%Tfom<_jhaU4y&$<m6>O)B(o5jBKJiS
zo(*p`_q$sy1D{hIqN>)DnR1rbiIB)e%j~YV1SFP@tGZE#4i^6XyXgCMw?6RKu%{fK
zWphh2a|6%uMxEuwYazHj4Wl=`b@x#M`&WCtbw@quK4!dDb9eZOr(-2Yaa)8SJDn~g
zc`IUMBonnio1)s-fZLUI5k15ds}NkAJ0+cV#E!(>XVm;?7(RM=gW8e4AH=R_5=l_$
zu2ZX7+n20yyP+#@Y%@2ucdC<jBXRl8CCxZb&>sO|Us?#sevtdb3&Cz!8$?#Njq8B7
zs_H#fiS0vY*X^natbBkirvu{liaxh>WK<@Gfai9QL9~_1!h+ytH>o)3Y@xsM3=<A(
zbvv0MxzF;>Vl61HowBdu0khd}&wcaV%=9Z(ig?BLPvv?A7X<eK5d2whyLt!A-K_`m
zSE0bGAQ2P3`s;z|iRQHO`YtSm;}0n1zwZuf&<@Zy2)C$72M4iPNtLeID<f-Rf<<UC
z3VHF+qS8CpajBNKlAp+a$gf_SfO=PJVFtI2hls{JnGSq@>Y}6n(LeD(bIHAHc-lCe
zl(<j|m;MF(dZnL7F@bUMctZ!htu26xeqr@DSSdwgO$4B4ehg31b^yL(Squ(J_11sy
z6qmoLlcEZ{LG?Ah?(}n1FNv0<{`(+y0w<^-WOq`-^_|4(0n7WF^u>;XL<RS)sP>tk
z;M_$;^(}S(4BA&i)PC!9pJ0!K?i9zg`CwCf8&@__3i1fgUrBItC&qAyA37Zij*}@X
z7T|z?H}l#(&$^+e^-RI=r=6#bU8i<_ql=fYh@$y40K*|mmgn`ArWmx$j_ts#=`kV{
zQwOd`AshQu@RgJ8s$n}nfWY~$8&t;z6F4FEk@Sp7@Fb+m<k`{VHg5mt;_T*ORby+X
z&}PZ{eCPeS-L0YP7r!m5r!p76M%(+vDg)qJJDTgM!zJ;_QDCB%jgqH>A>PPk<Lwf<
zXz=_;6U+qXT%d!g2UN=aoyYBshv)~7JMypf1R2*qE&W!1R<7<#;TS>#$@PaA%cCYQ
zj_{r|9|lHEeHF&GZM{hV%r0%IuYMt$HRYr8TlNmeHg@+7PL$s(PWgWBO&GR!e$Kt)
zoh~?kZQ8?oI`Z|e5$3zC@o>!g81k&}(B=6O+HCymvG6S>R)=)VH$^E_jPZdwtZDeg
z;bGZlXm1I@J(wgzbsjbwlLB`{lRmb)UjXd_pR6PkKXo`b01F)@<UrCYRZe5pc2}Oc
zSo#s+`bQFnI0<JGulOsVp`5Km^|nO4Xl@&56R@5Z_VfuJjj)n_3iN>b@w-F`n?kcq
zBaV6I1mE!vB=8kHmS6giTA2PDh?5~<9YLtzu>Hjb*PhEZE->~x<v3!Zd$LaRN}i!9
zS5}&Z2;m#z15nLG>-g^?VF4|nneEL?GT|4>7#XDqS*4hfss6tMe1OtwBTdx~f^Q%W
zp>?8srEv300BFucy+{u$)zT`3a^F53c4pB^;;Q2dJ;tTouql=5@3D$cQb;%R3JOvC
zHt)Sh=%L}`;&<gHToEN^*qw2bMRa+pI~Q!-M>StW>!?)fsC00Di+V&syBeoZh@xfw
z;;6xmGml3|fOqo_(#1?Ci&jh;p!#FFOcmK9kWxae!q6W9g(YO7aL3LPps?o5w3SlN
zm0ZiDp)jZrkwz^q*@qJm)w<*v<VamBts5B?Yrqh$M-eS7%J5Z`#(-&vN-s~DNrQn>
zL)t=ppfu@{Ay~aIshr$ZLl!3!+oq9%T_rv%Z|+F_N1$wO*;Mg}E3CCm8L^Xd5|L42
zIv4ze5v=Y6Aace`x20~ol2F}9DvF0i9B(vyz2u7mwgs8b>}}fL8CNGw@BPARop@u-
zqIB#O^>hq0dR+u9Z>V%DhL-k9t9#f$o{{CtJUk5DFo1n8vT#?3jNz&5lB<(Ln)Wwt
zUla2n<8HRi!*IKp;3f2r>*m^d-^dLiNV%&#$_vBka(JO+XK@o%Z#6q}dst%HwAS&d
z%|mh}!rYnwSItJYj)F$2j!KLKr#v!MFZqx46_t2_e3yhtjD$=3&a8T=R#BzT$&1|k
z@s+Kw=N9#SCI7Z6=ulN|@HJIG$K&`kcFp~p{e%IUV9nu%-$kEg#M?e=^~>$}z3|h?
zC|KdtKGd?Lvc9Wy9@M;`skgBw68-X4+w+?e9v<lPt%LGg$Y4yKXYbS&WoKWgRLrl6
z-WrGRH6AtXp!&uh&8}+W^Ugt^+e#FLyFD79Tt29<^VP@)=#me%aN(aS`|YvB&&G#b
z_?LkAz_HynGsFFCMXhz);oM>Q?x@^+!0%yp((i8c#n12R@>`eRxggp`&1KbSRmX0x
zT%D5ebzZ{_RwJRDa~`>9dPN+aPC~YPX$t+W6Gx#$PKB(jN^yxf0z){TOiB`!N_ifY
z4Ev0$+tso)0nwz;vwvh){b8>QsQ{15Y&z}h>f^C*f{%>o1d7tSi`+V>S=e)t`F_I-
zf~o7?eiP%6=+^l@n+NQEd`rXwKsp5OHl`XnOD=fn>}R{55v1c~MVFkrd8~OaQlhQD
zf<qlT_N(NoCWWHiTp;Jxc-B3~PdzTW&@e_N$?(3~W}R|xG`|mZwi!OvuPSF(9DYrb
zy{O}{Vy(YvUf==Qoo^<WH*ZtYSZDc>9#rhnNZ7a5R04(ZnkvPKOmJHVs!bNs@V$6Q
zyeE+~t8Do4nkUC?N*j|<xZZpV9z7m{CqGTg-w5%qM0sA-ql4(?ezIY(puWXLMb$JZ
ztRZ{*LdCgABQ!TQ^Q>kwI~MR7xPKuy4zjJr@H&RFI~PN%i9m;U|9$fF^%3KlC=mRt
zqC;>B1nQh|mqovd8?QT|zz!TAiq$M`UAA}$e=uY2Xa0i2%IYN;ZpCl~ZlU(X<C6m;
zO-I_L2bos?Q0d31cGPQ?Zyt~1@yte%44Od%O#1iu&c&Tciq;(+RhN}}P<Rqi*+XIS
zpz|ToxfEdzP0D=_sr+DhJAAP@tQ?C+FLyF?jRk0-OfCC7PTvm%yXQmLlRVjs_#|!F
zG>xDy{g!n0mGA4O>nu^u#A;}ZYE`^LX|rOTO+!*UThOuup{zIpU~vr_Q2I`Pb~|{H
zDWQlO6jb{3+)_N2^}*%#wJThR{kq@44gvfQ3A(AYa^>PVJ#g?QVDP9oOs$YZaxiax
zjoD3Kcn^RXYd6LgwKZZ<Tz%#1V2o>*#^1?=v`Jw*){YLJ2M14>>Ea!8=5s9w&;5}{
z^;`?w`pAG6|M+p=(jZ3A-V#!|C?`ng2i`ffu{%Cl15Y>aZiYFQ%<A+WucO&bu=2Z~
zdVF_q_BJ~Atlzlnl?MJH=b0gTRN0bP7g~G0BcFS9><CxI1d*IKHiHZ{I?R>qG&JlC
z21LI}W@62FSndl+Zy4Cq_#C&}W`jtSE7fETD?S{qM!zwECSr1$AVFbU6_oM>3fS$m
zLf-HjoJpnNxI&K93050k;e1;MOUDS&O|SGCTrD4qN1&yr0^`f)4#k?Mfs7@bEHuv;
zli1Wg$}lQ^@WkC2cNjpc8VakxLEJ;o?6KuwU`*(Fh#4-|BcEilXJd1oXv{+XrVU`$
zg`j6l^&H*YSyFvCVE@hB!^4ME3&D}awVI&P=vMxoVyQfic_4_OWR2>96!RC*^jGL_
zVEX&VRtpFinq#J>b}Dyt9GD}y4I@DiOt~v<2$Q*iec?+9#vxZ)Vzg#7wYbChROW0$
z>7JR7jS0hg6sw#;J&hf>O`|xs(*j&tzEGuDpP_m~ScpsFf>n^_8qQQdmiNt9Fe%Eu
zP%;)!Th0s%xTk>gYXtbSoy(NYsL5Zc$wwqcUvd4A@YzQH2&f7-D2+8tX3(=!t*9+o
zAhSdCmnflE_|A~|_gBRjtXGCia(qgQce=%ZGjk{9MWh(k4-m2@oPsKoEF$H{h+8~y
z5q^3W9Jl#|snburT&l%U9Mt&>LH)mCdcH+}dg2zNG|ZsT%Yd|^3(rh2muonv@XvAj
zb4e!=#f_rb&upxr5V74PhK^4`kU>!US34RL>pNy`+P4Gz%PlGbniuTyS|g55TG@16
z#Uu$DiV&vQK{0zQT)V-Hqldz>7V0#%M7l`DxB+_V%PY^)D1}Sa4$l;cKU5eThpOq{
z!}Waw#A+o<^~+QxOXlKj+!}OA%2fwSlM|qmnM9eDlo>JSWWAN-<7jCa8+6TW$_VGb
zD$6fer4$ktO69Mas22WS!6!xy%g%62=LJVb5Lik64sR~#*HtyCpbxtoEU-lf#wyBf
zxv`3M#&xn=x8XBpnxx+-Bo}1vq*X|z6XfX<4Y{&1UXS)ORDj38<Lb5)>c_I29W5WH
zk^DYADWoM{X2bZ-Haw^pA>fLA$oG-L<lb>l{z<@OhPYhj|5xGLaBAd-zOA2o1LzlQ
zN800mEVv8Pm>r9cD+o#tN99LT^fWKp7Ht&gHw`4Rm?#(s$Q8_I7^1B;RLkh43Jr*>
zb+F3~v2#1sYlR?rLHk$JeS?=xg8j7`=hO6~0<7IK&gc}*+0;sQJ<YtOtChxm1II0e
z=8eZq(-QNGT;bPSzpk6bE01Ok`$wyxXHw11XxT64epi3)y3QY7Y~}sRSE85BwIDrY
z>wcVXl-qW$Y1F$+=2YK9I5LeUJD))9_vcS9<&(nemzPZ=cDdfQucH~+hKma)0yWPL
z?H<1Rx67fq4(|t%BN41Z&kvC#-=DmPz9r{&cG;~GIV20er{YECyuMEQzKxQ;JtwxJ
z3H>-$Xg17o8~AFO<1rFmY-yHN!o?(>c`Whj>=r={NFgRE4~q%87htimme*IWkS&vr
zD_6&ai4dkdWS7Yyi%yWHP>xrM$EVa{4xg9!jpZ>Cd^qYdA$UGr5$Q7d^>|%vaV;hO
z$NkmZ&?MjGGZBmD-#y#UpzT4ReJhLQHrH1k1K=X_^8H%vWlmNmxzBmWb<yhilILvY
zqM=KlMyh_g+nvWkb=O0OTy?w2Hn@3T=+g5H%M1Py;0@+FX5ockdt_DTX_MY(&!3AR
z%8DSdX?WGui&Y%*wWs$xZo%_vix7M4%3ZcK)Fua_g9o$j%dc{|q6UWdzM8-hLwb*d
zgN^TgbF1O6`6d_2rtCIJJ;%digD2VNr17KNGdHVS3tAxtxzWfg<SM^ZF5zIDa5_vS
zVEF^Gy!Vh~eZ-z9mZ=_M<42eG&UmM0J55VoquGZ>E99|8YoA6->c5xR?i)D}Wk|cY
z_xyobN1hm+Jw38=u(lOEaCLQcYb6UzUn2}!HU3bCh*hkT4jba1@*Y;RBY*puV_Tr)
z^7t^IBqUF&1rum`xszkD=W_7CcyIGu?HL&@W?6DNc-~c634>C=W^7UP4ZCVG5<s*0
z^^mS=eQVQgzI$e~zDxM8S>b%zC9m|rmL0!t;BQg<A2FWo_b6iA_wF?S{|$*`PULWy
z+E#hG0~g%QT}jq@eX$#{gkRs2yGRi5o(B?#(R=@9`vCOrjRI{QyJjOXJC(cOUwT(R
zSbow~)N(@>$21i?gvI|syBO2~_p4+2SrOdb-UvFMcLN!ougq*d{F;t&t*Oqi;nx)+
z;C)D_zQfDEg?TGOoxl{hkDhzOFRVfP`Zm_U$oaPpLKoTGlbZ<(C)YZu7W2SduGdQp
zbDsa>kMTpBAX61mHBtqJX;rgGj-cVvhGYOy+vKm`;l<Y?nX~pT?)f5|fc@3>A5;A8
zO|#GDq33-TDI=j5w@Ia5<g_uL=+D2PdC%>YIDcN+eJUG#^b#N94y}a5y*Rm8f?!@z
z)Z5Vn`FBKSkKxNtIZ_~!YWK#jnf0r|p0)^|M#EQ7Y1N2kSG&)m5O5wav=7YAg}7UM
z2kYSF*|kxzPH^wDvMT~K8{tp>A1ih_dx7BSaWEXefStP%(6%|cFt(M5aP2nQ0Ob^9
z2h}O$seh3P{RaJ_iSTyHe(ZGs2#QhJ`S{+vjX`pRM|z3AzGdxk)71W)H3gd5f|rdw
zUN@-9Zs#vQTG?>>^3v4xW=V+-YPn&Wd8Y8i>V@K5QRkhz$m}e_Yg-j^^_X|Nce``?
zvL|*gR+{I7X;vxwxipRgJo*<@u?sy5LI>GQ?EJ)eFk;o*qbc%yZA--h$zRqX!~>{<
z*cbezL(b+2=FmY!t_CYtbGzltX>6t@cAayC*$g<z)ibx{nmUVBGKQd$HUY}{@ABMM
z^L!;0RIR8AE^0{@1{6>0ETIRDgqoLFtUk;?`hkmt8dGh>I!VQP8pXw>O7$gVKb7Q@
ztJtL%@C$6CuM(L?5@#_L|48$hdyRx2!ar?+ygDRlYsqFZ8Ty`G=TL@?8s`#H%?r#5
zXp40cwe?V-T-znkb_WXwD!*)LwDe{X+sa4nb=mIFTH(ks(_dQahSMWt$K<m?-l0#f
zF@pM`N=p)dP8&a3q2?2f>E8z%ZO)OnZo(PsWR)-++oUvqPgKrQquj88ARKg6#RMs%
zUS#gMGUdPcmAgh&B4b|(N3s5<8i_R!l<}&df{_xdBxvGCs4h9IE7S>@lcl87&jdwT
z3@em#ekrr4l%?Hhlu;y)&?R$76-KF1S`??0&2!i%(9lS$DHos?;wYPvGm{I7XXjMa
z=<edy6SH7&dV_~8gWOUy#*CQBD@rg!Y)t8$_IB{)oEx}coKxx7T@|q31;s~QS+PJX
z_>tTzdC^;9otKAF)@=xQFl}1B#{dg!HZsN01cGJgX<K<+>%Wq$CoEb0k`BC-YE2cB
zgyoWhxK$>yyf7QnUMQUMPmrZ>8bQCmGq3r5;t;?~N>;gb8|-SSV%svSR)H(=gZzh@
zV|7LapG(GiLQY1C@rbs?_;5{;-nbMAgcwf-v-PWJy{^N!yq-^p`RxkTwR1W*C5xBN
z_p76ar253M#cDvR%gS<dZi3hD)jWh!u3$(m+9@Ha#S`a<ZFE-`#Nx9%qBbdpQhS|}
z-C@5hbFBFFxTBt><t9L`s_o&*mbLYzjj^hOo&WhRn#hHF-F5NQW9@x2@cr(Ba$_Uu
znYSpk>lrjO_4z9FJ?Gs}3HRlySn2&PHCVE%_a<`V?aH#tt8G(D_<b@re^U32Qt4$?
zFjm0x8R~xh$2pj1-HC|r*Kf2H^Mi*P<Gx^>)C%GAfLV@7fx`l~a;@A33RAZXuXGj5
zX_}+N<ghgwdTc^3u`)zvwV4G%4#hbgO)KODGn6B#VmdO9-H{~de$PbolVr&uIg0JS
zsr~&-5m5%%)P|VFeB_#~bYjg^XH<=Q5jYUgdq{Zicse3AH-L~`9-ob~fo-P+8n{n?
z-xdpXZ1n=G+fRxZSv!6EJnUPp{$^IU3+$&HpS2(F!JT(qZ-t(D-Aq4|{@8f~@_^ms
zCdReEj`QY=_AP%0ZR57@z@&ngVA9u38pV4Hfa})RRD&iAkU-b70pR}W7dijM(c^4w
zPIe!-J!ER3$(D2j^eJAi$N{72R0tn_waF=7?+a6o;*vY;lVh(T<Ic9Lx4_)XmE-og
z6vn}(^YW6zbJIpFH+B@Uw|m92L#X$Jxak8F$M6fXTO+@RZ=>ZTOK3h+9v-YZRdA0b
z?VZQS$HP_gjm6anp7SxxKOkpG%mqF1>|ErwJI6<-jkJRSnO45jM!37v%4P7}oYA?}
z`DKkz$My^!VH9;F`Pi`7g810ZhiQIEZH*uX2?rpM=nf6YhNKm<|Llp1x-2YWXatQw
zo^mk)TzXq*ISa<#00Hr6#^g7J|5f_R(5gvNBgOU}GAyJL`D-Y~n~|yxrPYICChXz*
z_k`*fd()31Dc^??t9xD$NICNS#3xPz&%h^@9}CVaq;NWLh_=`|9!?$us&9MR`O}p5
zBj?!p;jW#p@!(UT@L(89Hu!_ggz-C9+n>pOFs_1EKYq2Rvuzq>Z-C(AIq7Oq^1$G}
zx6jPl-SS%ztIeIp>GQKzWA2&#lKbZ7bJL!4s@=8Gvu$6~zBk>P*0br_#fzLB@2Sd;
zKh9;~#`>i|73I5Y_kJBpkHYDSKLvvOJ{;;0KNMYZR2wxY_w(Vm<)db0O;oo`A9o40
z4N_;#Umkyy7g-$cKUM*`)`uI&h-%AMmzS2?t1FL1`g%Yp<A%#W%2z_!x1fdXNc@{Z
zCqhw7rDpJGLecaLa@~ku>Riqjt8An<K-n6%6O*eXxp#a`DEuSwOYp6u608NRcyE&Q
z;k9SueO7T>KU}&mHI;y^<+s_2tE={_M2f41df&~*D|cgJV%xGbKn8G6#v#TIF%oYc
z=mtxRv9Q7R3qI{b;WlV2+W2i*j>5|ZBqUXLs2*_YUBz9%G{I=p>mI;?M(qYUr(Q_5
zi14=7Ov}M;?kqo8Q7aY-7fISM41nzjzW@QQXMQ0YYp(&d*fK6*OA7~<nPWWAco#_(
z@W-z$zji(beS=1@==6E(6iB%~u7x33c&QxH|NW-7Gjg})oMI;Of|c~+Af~hq3ZY&N
zY=2tXr2hc0(Rt5N1V<klN)79R#2&8S_f|Jpvv}@E;|IPE=gp|5&O%lP@$8ibu1f}L
z9uI;LpmM}Yf~#Krfi~3~f41^RJv+5VYRO{B4ZW<OO_()S1*|qpBjYd6*{JdvRV^Jg
zEnQ^B@gFVTTjzq)@W0D>!FglyYUX11y2-^EyR-y_wkQdWr89~0SBcDJYO`32%yNKc
zirpRLj$0`&Mr++NrtvUoR*7m3aGqi_jiZ`L2G_?KR6#D}ikd*|kH+OWIGF~)40`Be
zf6!~=AM9nL=0@<2lV}TU)5AaEn#gfP+GHe7eMZf@hX&cml>MOB<fN4}^^s5O`Nq_b
z_(0!Dq%QY6k^JXx-)V83P#FRkf~a#y+$^}_4z2JIwo52!7D1esDw)h4OKo);ACWS`
zw1<qxj(z?&=wTo{0gEgOYilw1OcKmkDo>L<Z04k@)1Zz^pUfOTq7+AuJDTi!h;$pd
zR4s<lQ&7!-8v@tJ2dIqDGFBa=?!HgJh9k46rw~*~kN+({8CO^+Gfrb&1~8c#nd+TH
zCJp!;>;fU>pzhVKS<DJ3B8P;2e?bI}ypC9|4k4&BJS!s-tUTm9wqbHg$pr+3n)$B!
z_jPS3V-elQ05dL{$}cqHBVub+wY`_0HX<#kXB%YnCn#yd$1^n02h(Z@n`v&C3$75G
zP%)Ra-KktTaK%20OZV~i(6o@DSBIQ678K}lS$hf^&yy`7fo&VCqBXPW$BkrodjG~v
zxK<B*m!7AgI@FLMAl%k99kgE1C??PnyRTBm*BnK$-6^I0qc$ncVfY>3B{_J6GOC&F
zplFyGhdiB$9zNraaXCGWS>RhpRfr$`6ct5PPpw)Cz{cvL<9iFz)`?>J_))!3H#IG+
zrB1TAvDe6mqe{D-=6WY_Qn%FxJfcyY<9S6;oa4J-ZJF%`VTu5_4p3{E8M=YT7Y+SZ
z2aoMrw?>Gn$J;FWyiyIayn4RU=6F3_sVUY~>6q)b>f3TLswGgvPcbB4I!jha;9@a`
zhj8*B?oOp4(a?O7N_%K2yi9-(r;=rfr;?qAZDkScsbd&uV;JZV7)VR`G?XA!tw~#&
zd_<-3=?Gyo9)<t|s|#8@HibD{gDF}mERKdXTnT_}7oL<IZ`EQv|3|pRtZ%Y<{Oxcz
z^>yfplT^okoXh(2h&1SYXV)VaxT1iU?XwGG32^F3haCQyxYg2keTI}kxeP^Tp0%IG
zho1SKTq?vuNb)IT?b_ad1MS<N7ot7Z8ZIX?&zD>$^Mzm5#UT)n;sJJ&x#QZmYk4tA
zBJMn2fBx(@Rt@AACOTXH%4bD%>-MZnPnTtqez$=)EzCD-FnpXhQ5|0c3wLgH?O<##
zFvf=+t9AT(D}6i~3Y&>a8j|dREu&f4ggZRK+EuaASWXyx?8W-A9C=|twMOz?qLrB0
zz>fcUh0(}%2OI(){78IGhWe)rQNE9d7d(4-?w|Ur$bzQ>n$B`=VFA&9#DOTTGceA$
zBNKaTNQWO-yBZVY9@-c4sTiJ&bM{m9hCsA(ETk?(MMNoP#ZWA7`B$+&DU_k@CoTf?
zh2Fm28ztHA3KPv^k~L1QiZ>C5fOms_jfEp?f|D2L;aU{t)v5Kr=vS@+X)PD5Oay0(
zDx0ZXI%hBV=F70ZXQx!-1nn-lzFTtYcAb#~lZKQlu<zYpQb>(&BYtHS2xP<SXUjsX
ziQXhAC%t7oG5|afZ0-fqtnJ_ArNeZJQ$YNxpR@^G==(uCj1I(}&7IGnAB)c@Rh7}%
ztAxa)TuY3EtHQSS>&u-E4yzMwA!UOrN@(2QYe~EzouYNMR^`M`sZH+^#Ispr8u7$$
zdOd=)R;RwgUy|ozN&0*{$|1C4A+%#8IHS967kyYU2S?WgySkm(*ZFzXn0|}h&d2cB
z-SP*0gT4QJv@G;@op0yC5uJH}B)48(wIC*M$w7quYCb%^B+}~cbLR7L29)7R6<Biv
z$+)Z1yrGx-DclZvepSfobKs5S7otv7_)U87XpL8gi{nM&9XB-4qwOU}qXpY$4R~Z=
zxJqJZ6bBeur5tWLX4pUSePAZYVhjWY`+q#FdDg&vKmW<~mvy}fuWe<@cJI~~JK&<+
zV*xJC!yNiWoz6T8VS#X6D^M5rc1=Ar5BKHEK`GHm)v3qgZOf6sM4SCLyVU&J^7_j5
z(O?tgiyID8p44gFv*yr)>LeLl6XCG4D*`*uHpy!#i`;GpnuB$KrDYeC^$#oE{R7)?
zl(D)>%va}|SK$3MCv=;x!`7ZbL-N{q(1nTM@}=!XtSNIzVxV`##{J6r!PyF&pYz5C
z-Jf+Sd})wakO5;aS#o&uE-C9*lBCFi*tl37N4{7Dwh)}ONtm&OPohc>lT7am+L5*p
zSyb%H2zuLvoVIb)O&4W|AjdScQne_AH>d!AuE_QEip!d|QqS$mx?HPryv73m3!j@w
z9dU{Zh<w^+Ui^louiQ);DRIzDT6UhA><G!&f1%l0YTP-}SfkC!t<9RNfYr5nxu&;3
z&v@?F>;hrnU#h_G*)r}KI{t_1i7y4}e{=<%*Z#7x&$1R&YoHuP#+`>BA}}f-sz*xR
z{zS&APp}}19LbZd|CJLsVxpQ6g=orfOcCnoPzH#ZV~_~pL{3Pqfh(3Bmx&*Qc<1CM
zlx`6Nu=5DR^SZ%e(9(-DJzWvp1ni|p)DIXmpoGewx8xx@-D*(A$RCN#Wuv<J9_X7V
zFj)wZw+QpKL~o>Qa4;?;MV|7SIRtP9CAhbWA4=5NWuoRUvR%}eWa62phbe2;x|IF@
zcGFVzGiwep58hK9&Oqxlh+#7Bx>ZLlg4i*23M85&DD;?;S@#NA=c<VbwPUQqWpQAd
z#RCZ2@Bkay!4y&~;+=Xyx;W_x*mhGxnF^SZ)axeUT<IprPxyAu4K(bUsZmFcsy8d*
zobdJuBKKD`aGL=ja&fGB`Jp0YJM1EJz5~Ge{)cHI^93m#^yhg_aAX|oEU5G#vDX{5
z!WHUhk-R*9wp{)`L-m&h`Hw|iH~FWGMr}v{37D#qxXNcw9|(fF@{E=Y^|At+KLsJ%
zYrXiQ!|jcub)4<m-aWZFWGrM9ap{r&;3~z9?#WYVJW`<B>ponM`eK{$=ljfo!k;$R
zXeXTrddeQ7Wb3GD8yDAJ+0r+O!bj|6uWY{CFUe=FjWnDxKxdN?j^Gih<YO~uSMq6F
zt~T{RSZ-q~zl?FuYx3!XznBT8>fyB!{hrVXIDa@KBlKg2%cN)&q`q2uhd#~Q%qAgL
z%ID-M&e2jGW6Q`yB=t*(%SOl)vmdilXS#-$>T=}}x&3igNI;JES4$}PBg0lP)HfP1
zN*^yFM}-c;B*4VQ!kqi_2SL{?udt+1MpmJYLNdSqJ^P1volJQn&CyKZN<&Hi9K7U+
zYAK&;QG^!FusQ-quq^Dkyu7}?nd`|6os2{UpJq;gg>QsezN)FFRmDs}1O7ar^%YE8
zgWf{UU0=nhpVMullA-UT(uBc#f5vXC9!hKh(V4Dw>sG&cDrEm`9on)89q*vvWqE<k
z_cy#x&71QdFDgq^n=U(_?N^h4T4$8^f)B%xg4uPKbMgE2cQ72O=gaSBQon~7xbya>
zl;~6d+D2dW;+p&MVEcL7^>2N^eGKZ?>9VE$)4l7`uLB%JDj0bL7LW0MXzNWdFe6fg
zIZ_>w;Q)0Pv8}ok%gv#SWm%u><WTQybWqr|=!QEV`r&tb2U{oJl}n3+MTZ_7r(nMX
zWom4xjnB`i@Bz_Ze<NU+u8padpPW;oLe7C*B0spguiT$+gtDN~nTMPeZnxoi|IG06
ziBB3bW2nc<f4E?3*-FCLweUalt$M&u%zpcXEsZU9CcI9@$q&arq~#a`e{=cG|1e-a
zL*(@3=e;NHw|(xdY>@9h>?lm;lLVQM0lE?XnDRX!H<L@pf<TXsD{38g?6KR7?S!CW
zT%VToxstele#>@g;)otO4x?-Lm1=DA11WrJHBSuV&5e`)W~$U&>Zo}CE3DV_!JXJa
zFVu(M@SGyqw&<Vm88DjQG`pLup;_-S_9YhAS&uw?b?$ZC)OObcbH9A?wzBo?dNpdT
zzddCEdMVL9J$CYJdOJ+r#^9Y3wyhIOC1tkaY0oT^TmG@yo=h+QSZaqZ;BPa3Aj{@m
z<5_a5P;E<lEmwacyijiPq0tUVa%K+%%}!4(Zyj0_-L9a;-VuMkjY4ihx&2Ih((??V
z{IIKV80hEWqU)TWUkyF#A6uF_T5APP7W3bCdi;VbhVns5jzn-rJ%Cgn3OCgvOu$(g
zNpGN=_C0(H1H9b4?!A%R(S)trELJ&9G8CKx7FnbXGl6)rl{fBMKyWUKhdqhY<{pzd
zjxg^o8Wu++6lr;tCij8?_uB0soBXE1Ns5R&6@yCs*(!+xxjANdB9q_38v&1#SCV(M
z$+I5Y9dbQ(7eZq7wt~Y@`+@S;sV9Kn^PP|ua}C=u(mjlLfR$9{1<xPX6tbnr53D&E
zX|*0{^I<;^+**k5s$yc+-S>ay4;>$p9-UtQSPRT9sa=@rQ@tQ0$>k$@Uow0zk58en
z@Gy=Q-ky95MhE3I-3y$7U#-|<p*1w^VN!fGm+T<F1Ci+!FC(d)BIAyO3b?IwsY);1
zVfvlp7h$I(cWrj;e!J_Kyg(1JM!Y&x5cB}x4X|0{n(MR)I_oJc_IBpxf~cYebczEY
zJ?FVklV%sQGFshH5+H3RIlz%8sb;~7sYbO2=vM|I6V2AJ<vO;C3fxCn<UY}D5@u2P
zc=!R3IMkM7>;V<r-dka4KgX=3pku9Ey)ddYC#S?EyO_R{rpQjw&g>h_VxLT7k<9Jh
zDCAqI;+`N0Q{MOIFr2oCy5b9CN_~P3qWZYl;fJm>NY-7g!#VIX>y1jONQ_tFXX^UD
zv$vOw(ItY6ke^|!hUEI>hFaaq#-eoi)JW(LlEQV`OcHcyxesnNINUw4Y{sypUf^=k
zer=~uFKBx^4|Dz6(4N0Nx6ngwc3oM$F)lENoQnS9_XoLU<)=k{Fdc^v14wvWX3zeK
zA2VVy%m^}Kb#-7$?36B5lgs}F#5fO@fHd0)fu`D73OxYO0TgdW%zVL-2lis0s8q95
z2^dqqjTT%$v8phn(9lR6HLwrP@g^eV@$hlskmjpmP7e~!;0X#TGeSuY7U1#%e{1~)
zayf19ts~owIr}gbnTOptw|S%s{Q`2SSSTcI9Ffg|biD{|XNp4r!8Rxd0NfLU$birK
z!;96x+wjpFCNgB7NQ5IiU5{u<p!{b@WtNN;3DP5lY?QVBeGz*uEGL8by@ht;;YV<!
zCj{^;Dtq!cb<`^5?~BX}iVO9aa0Rgjra;!=u=!Lnc%{-hOzcc56>$fOnmURadWtH9
z3;nbeG0D}*bXp@x)~dleMQmkrG$;{WIu!(mAzwV{wNC|t{WD!*b?Ouoe#Mul{sL0h
zQPDrW4N&(>Fs9~t8wAOd%f*kXQl#X?e!eLZppdGwvhL3-q}z=;qm;vyWC38;T20SL
zMy5DorF_d<G1x(1%4GMYN1WdR>YvOkErl($q<NOASE=T+WYcirRO{SW@z}8!;G_JJ
zQj7Rg)>uT8nmNv>7R5+Kcx*yo(p)DgXS!t)7L_{iN87snq2-~Z5CbDJRf0JtPGXQo
zMx)fmPPdL7%4v&g8?n(hm<fWvXL)nx&DpL`U54I|tW^PLU}eX*R$&3B`FoD2Sc`)7
z)-}(0#95f~%3~#fZw~~S_*t)4<R(`=Z>f0<yS7q@syj|oY|qD9FV~;#{VukEq)%s1
zXuf!RF`=Jdd$!U1-fP=QmtAKCJ?xj#e3ns`7r{=e(H{G2j#?9TnJ;eucxgI+ktloE
z2o`m!G1-WqGw67_{S6SapQJs>Rq8UUw^?p0AfO)4Ekp&yvjnuZ2-=@=L|a!j9iuA^
zuCS6%Ls-Yz_qbie#(Z9dZWeDJ>ResD+e>?u)SN}|(zwG*hx>p*btmi7*4eWe7%{P}
zq;GfXpOFEIjxOPx@n>@#w#j<Rj$Yfn?~`CXV!OSs>-s^56qN&`Uy%A<+Fa~A*80fy
zX2qdKH+v^NA8Lm98Hz!%8#e%fvuD(jV-n%v_eUW-<SS>`)jKzoyuyI?5FBqSV6p+~
z;wTeTIU1@))t&Alqv=Gd)XMbEUjqlcC^|Y=%n`?o&}~=N^Lz^#zqP=@IUer|O~JtR
zKm&jkc;W1$m85*yH{~QOkYjfpBJ6qdjrYv@Tk}GOfg9;*wNLxoriI@1@!4SN6H)Fx
zmoU%D-H^Dam;Vf6R&}3W#>*erPEz--{xX|I;ou3@tUXbJMB!Mjd=K)g%(oM}RSx*$
z_)R|^EhR&PeIpQXn6rB&mt=79w|EO9jbDx!r3Ex_I;^#_z3caQ?e(z%sb4GHIO32b
zlSNz+95}L@6?rU;EihIazeDjtz;N7CPHqD)=E-S*U#OmFX3-#U#pG0wySW(Q6u;xn
zuCs|JM9&bv_SLE3^lQu1vS9ZMnnTEy=&Go?!Ljdc%`tUFNOGv1A7LH&?j1@>_|y{%
z&DbX86(Cgaonz*yczQuNs_D&P_{+=_G3tIj2$?e(FWGVp*zp=;oTA6au|twUm9KD;
z`UiUy9Xx=#WgKu8ToGc2kI>|vN;1x?3)E9d#n;ff@PqV)zDM<%;)SZ*Rj#TW=me{2
z?UXYcEu*Z}3m34qrAKiKL!Ep0^|{y&?Hde#!#|Sr=JU)z0*`)^KH$e7`y}xb9{nSQ
z2z1y7j5J|r>HCRXTTx2#|8<%FQvq;4hWRx8zat^H8NH#Cf%*NaV4{Qm*X1+#xU+2j
zrUuLZdFKC2;QuK8)AjtN7559~|GL~tDbnU~wlo7FKluNNvWNC@26VlzJ0%Sf>VF>a
zFA4WzJ{+#Mn#uub{+D$BPw4-p(*LLF{~ODLc(KjnS6N3z1Jgr!Lqo?3kH;75$ssQP
zk9ryxuR)om3!Luyx$N1*|5>j7+Y#MP6~LkI<}|g{&P3M9%Nu=nM<axbU3A??c@=R)
zWi=z5z@!H1|1R%~Noq&p<Mp!M6ZGU>zcGf2r+p3~Kn(YkcEV)b+h_zR<8M|Re_2U}
z>-nWKaMla`-+Q*Z>x2Kc=6%fkUWiqaDXEL?@G)CGa8=7dlXv3WQ1c}IEPL5N+!pKK
zgCQH-5;{f;d|W0_G&=~h`XK+N`7F?mdhNk$T2<CD=H&c6#Pysv#!m<P`rfxN9^*fE
z!7FX@&VxE<vYhNFxDz!b&Wrmtu(5nOlnt=OE+CVrba?b;i<17cSDC(i8Y(_>(+Hv=
z3zp_dENw{XK%H&VfwPGa-;6&afxBXjG|_EFt(5qe$${){qZ|xg7B>ewnTZyTEeq$7
zCR`<NEr*e@>NLw#lN{7g*Yk(q-=62Zh#CJ_r5bbu;@GxD0D74dlAvi5r0Q?UY^3V5
zc9_;luAs#XXuDtLJ|_Pc!9V)~DZcx%7#PgQT>lF*wWyA4?m13xp#`0FS=eh#Ea$zB
z^<L)wE%98C@4uhVA*I`?7&z3l7b*c%2u@}Z!8+nmvmk%|=%XMjG8_#NsXP#(ro?rQ
z8}WZ;xlZc7ECRxn!HhEuz9L6|Di17e*~`4=LvA@~<eJxbt3J}r^f4lQ9Ut_DY8uq_
zt(W!Im|xO=Us@XUW@%^kq~dCfc26DRiSB{ks4#7$-sXtSrO&Z@G|e3vm|*WNYJ>f5
zA&|3K8$R)@&;40=^&J^M#w&nT-%TNZ94F!F0i_=})ZM)vR*v~oStHswAkfyR2v6!}
zClGfc^_k5|`itCu6u!Ai?U;24(DU*Qljht_i7rnqqwuGjV9bq2Ca%}Q-Py&vFnoM`
zl*HNQ7v?is)m4onA^d)aMoZh(GD1^jdOEL%<O~C~-8?!%Us{qq4IlfYudz$*_4RjA
z3>j1Ua_eKEUinGR1^;JTrom;W;&fWx!m%s?VgG=DmzR#-nX(Ih6OZO0O#|H|)}`@U
zjNKia6s?J0ol?UZbaZ!y!R%TJ##NjBob^a@jI`F3Coc0TIJ-#P+o7rHdfK|C_l7$<
z$Lk-pOeJ-k0E%hl#ANa5$!gmA08_j!r2s#bAoR4@d*cg7>zx0<Quhm)qxT^|saB*D
z+mQzD^Icjc6B+y9`*>NF4E4s8Nz)r&x9NQ0Cy=0T(6980ml=d_*K^o=(678}-!(;V
zsoGALqIb#}nBkkzrgvL|^=P9ky|pNeU8YGKkvRKs#qXBOkz9HO5W-Ga+Y4s6g@R-(
zg0w!$I*m1HI9>+Ek}niEbZhFyVRfjsJnEl)EN<d;-KF<Ijryq^5y~%b<fRD+KV5=K
zhDRX(c*Zx8_^fQ!-4OPV?A~OK0*3&0olJgq-6MKTtNg5ll|#cY<$7E9@bi*tfr4Be
z5m4AWQ5f5E(Udj0o@FwRVp&kkN^s9foIx1Gj-ZD(Ku(bKFXHNDXfP4}`o6}eGb&I^
zQfsaQvzrG*>Xhm&XJcEy?_}okD5?019(-O(pWR6@#KLhc+l(9f*~}TNr^a1Bgl_+9
zd&9ZBSNH@TVJ!2R?Lll>;2&G}D7oo51JVfoeI8$rs6!pP$*SkI-ckcUwxh&2JbX&6
z?f@aUL_{TAvRm?tR2CUmqetH~Uc7%ds$&u`)G49Jv~lPWo@BB@c4Bx4;y&C&p_xFU
zqE^;OeSv}+q0bT6VB29Z>m@;-C`QM(20R8up4c*F#vh=Z(A;duxH^mri*@^Dbxa*Y
zy4H!qr|pgU;Nz3N{<GMP0GPbKuIJj7%GSw<rUg(MzyB_oF_a;O!-Rm;v2LVzccC*a
z>_10UC-UkJaGUGx?(SMxhQG#PiS^_}Z<4PxhdAk&S?uHCrY5I4fZG}&5WptPvsP7)
zSRUZvIj5C~#c<i{JAv%1e9fOOan+-zudY8Lr4G>4#|KpICCNL>6uIHhMDesU@P-M{
zBy1fR3UappDk(rVEF3UaSQG`K76T2EjZML1${(Ox7<OA|sDoj=5(Pd6GdA)te|o=p
zcI;)A_^)vt6aF+5eRd0<9OC)YRlYwZ&V}jT?n>^9r~~vNsV_HwSHU1|#p2-iWa`9{
zjGqf5jMYsraQbj3^OAW*QzuiYw`*2*6lFZ^zv@(&toZg2wm(kbIPp6I(Hax}vj66L
zAQtz3w2^~0TKXhmUM|V;?9H_soM$7@{H5aE?5g}jwFE%aScTlx_NPy`UT>@h6(}Bs
ztz0`!jCZe;8TGlMy9pss>?9&hTe(TIqcf<ww(d*lsnW$RPh6;2PF8obD`^O7g3y2A
z$N@SA4}6Su6yn$`L$^aV(i9Ocu{D5L%~LmG(^n!23})*UsB)-7YKHwr5g5a($pR_+
z{p^DEH)U<5b8zMo^k`XEe1ibb&7L07*HDd><BVTB6l>5g8m+RMIuD(#dvKCgE{k6t
zs))=<QL8%k5&E$Z3;t0cx)8>Tx<?GGK~7VD9iW9kVCWV;MYJuPLx)&PG^Vc4wM()`
zj}_?`*-?+qEOkmc-Rw>pB9b5bkE^^#?!PT@-^TFiH|XaF4h7W`(H$-ica>Y$su*SH
ztD$W@)1Xyx2%bIE1Xu>$Z6g5DWmraWHFMEZ?6EXtvF^NYN@}RIct7>3;o<;a-UR0*
zduWFz@zj^ZV_2@HwJ5Puzf%9T(cvvPBrTz62<PG+&#a4Zu`6|SJxR->3(8jGxMq}4
z)M=3(15o@3bA;|3cvkl0ZurL!@Ajs2^gaM!7^kc8$vg(y#IL{^yMzU>rnju8-DrPz
zdDg7OH=Rg&C1rsADDoSzj0F{e)>1>BK&L-WAfU!lG2CiL$8)5Y9U47c0?bMK1NoC}
z#0#TE+%TTP2_|Z|^%U{kLfVn-O0Q}SWxN{JB8Wohdh7~;8@H!35EuSjUS-7?UfzAO
zK5%T;2j3O*zqn(RgUJiYWf|c2WeQwySuk44TL0B*si@s#q%Gr-?bR`jwWBwA7-Pxd
z>t%`>LDYy7xzAJkrfqpri$QYxomn(sd4XX;*}l%g7^1kCo-REMq@Ejz7Qbiz1at(_
zK_7Br%qp`b6`0(5HezP`PiQMNY{%vF>7HFRN)&Ln^LwFYG$EzexJ#Eoe!*I5JLtyV
zs2gWKyjx!mp#CvsUNW1!Qy?gc0IGuT)#xDFFS3XjiOiobkk_^4ofK%5nTigIyjvk>
zc|?j4G~$Y7`*lAE+d1axU(k=a0{*45i)ZYV<l(VZzWlyrMlq!I2q6;q&>*Yxq#l<j
z348?<%TIVjO~cz7yx3OxTSOO2cG2_6ILVE(;a$&YbT_b(pT(lOo4rXRF!Ig+yV~&l
zw?*y|Pm|OhELs`K8U`rZ?MCjWDSlAub=daxk21}HmbVg`0(h`LE0zQd_8S6RV6bIJ
zY`<@1l0uWxzr45(b~`Xv<Ys9t;QJ0y2#XR6&7o850nkwq2Jj^m2(e<xy_f#vxWn)_
z6|c-p-SBVirg`?K`x2HjqiMY5g`$&R*lmPz3To)){)0-wx!nPaAQKX|;>0C4bt>Dj
zFNH?9N70UlMp&%7#7BUR8{8Ern$Gyik#Sar>WU^{5qGyDG50f-fVm2F2u?8h%}Zqy
zd#-~~o1svy!6qN~uEI$Rtx&<#Q(y0FH)gyAv9X*~*ty7s1vxU}bmagZ1=IKP%5`1M
ztXxJmFGnqv8}!~t4zx4zORR#z|LO_NKe!4Qe7>Ob%9uLD^_U9Yy<CbAGmV@gQ0rjH
z&HVud9-=`6U*y&~BSwst5uMIzbwd`ChKY0r1NPh;yl~9nyF`I&rla(%s!uO%w)KE?
z?CT_hfIU9;5H~{3wU>U=U`E+UrInWdRj*g;S8^#M6*`D|V$5`*B|gV@*50G`Sjt}i
zR~%Y@m@1&)z(&J@SeSDHBbUQ%2#Df)Ae#!;Kn6eLG@L@;4~Bo~!(E-};`81Vr!Eu4
zSdjP#J#Mup_m=8gUz?U^%wM{ISUzrLH66{gRDP0h#u3RIbTLRY9#}g25Bz>q`Gll<
zACY2?j)TUjjb9{=tK=Ybi~`gMm;L}8;hY?!FVCsythz{&Oin9tFdGR}G7YvqTz6F9
zp;@~Y183@B7cCA4oyPc}pNJ9%`#~AHc})wyY190G-;yK;15Y@n|LYaALE|=@q0BnE
z6Pnn}XwcNcO?rU*x%+nqzH;K}wH6w07yetHF2z6yTky91_8}_$P7Yp)rfWr-{AK9(
znAiZpu>9@}C@vVzF2te=;@^L?{^xaqQzKLUC!qO&0Z(4@)9pM>dbLsJ_QchXSH`0<
zIFCo*Zl$tNvUQmg{=<H9B*gX4sVl+6vJu;y7@K$<>U6GiK@5T!DdI1P0~-9&Rp7k2
zN1Rk49?&*@b3Nx$v(R)0_!=KBj7ah00dZZkaRr0oAi0FNas|?V5)beQO#0yC(u~r4
zw-w!fsw?~KZ_S%GA(N)nrA(|0!<iw_xaTKK|N34uH=T7<Jq~4I7yU#YZQ>a%$;yor
z(Pt!BxC{L5`{owAIM`07Vm1=1!SeO$8UKfQw86)WNR@>)V)=E4sr2~Yj8_>jvqn+W
zJl#c)QLHwPB4%DLxWlqAF`5G}k_Oz)RgB%%Dk|^3Vsy@ao_Ubmvyk98FQVIEcY3x?
zcEvhw8Z&bMIC(LXPNOUz_Q!Gsm^kJ&1Vb`8iqJB-{{&@W=-MT1i)!QzN{Z{5+B-Xs
zlARe@rk5?<`e}EKL!s*zt%Re9l8S_2(jYIuzrSKdRE<$;FsBU?#vNkto6(9m;_?)A
zNdt{46|-69W^8B1-|p9~cdf8Iv9U!xeJ*f{-Rz-!G&ur7+!;!z>KCQ|1REkr-Jj+`
zy^B3zcZfv9VL5e<zgsjhjwuCLZwHrt4$W)p8K?j>)s<@+od}~xd7(8VKV>uQdEn&K
zDW6<Q2WLQHHZf^n9kppyMBPl?RYX~a?gZ>6Ry3ZHpEUVU88-X|fm>2J6S5sMxri}V
zr$CwvqglKqTo3uu*ME!Bx^NT!AG7r{uDf>*boWWLSJOhY@ZzMXwO>n*5Oc_s^m-&X
z&$jar#kB&SJYGXxaJ)WbgG+rd-0c}B$GLV1>mw?kvH?{$-5CKYkC>iUjuDzy<EQHg
zN9nx3%AVLth22;}*2`@OK>TtXK3lO^Mw3FeWG+NSqh8-YA$ZPn`67zikcEHmTizL_
z|6t8Wr%y;K_Yt~uayG?8``A!h49M}Z^1k6#O^-!95`2vchQkObpJyZQL!#rKY=TA{
zM;0bUQ^gCA#Vpnr4h4LIjwXL)E2iPh7UuOj_iC=e>9w*YA*t|9<5N)RTN;s9u}okL
z`>H`YE>|`_x|1S0P5(Fbb{*F(HV49a{1l&|Lq>sW5zwwer7%G?cAeq(LwskTtwa^G
z7d>b6%PS}`2)7(s@dJD-W^GuZqkvc@bQ20r%9=%Qd}I}kK>u`p-T>|uQSb_%*|xt8
zh71F7PFht?0kP|aXul!f=Aj(ZPgW|nKavQ1BO)?ZVZz@J6Mj`ne8-uE{oFy6LHnOH
z-UTz3wr86bRYAxPb&6nk3#kP)dif;I^egcU+(~f|xrO3HRT@VuB9{e>5}H^xT1c<j
z#26#m=mK?uLl|EtwHmd%SDBdFV9Rjv!*-OTG-sS~Rb{|+NDEWeSQMKwquBt865VL9
zB(rvUJiYmC8i+zY?h1}AT>_>u?&pC`z^Fu<*3Tf^|1m(_U6}qb#lTYv^C6B=J2i$#
zde$TD)(dLTA8gflqt8buxxZ#V7N^xkF!t^}qAW37ORD>(l<49{i|^rTEeS#iZTuXy
zAChNVb5yu-j%;d^sGdnH&eOI!HmAj?5(&Lv7!$ewEXZI(`%?hC!aLp2ot<3VB#=ch
z01q>Co4i*OAL_k}s}-KZ=Mm(8R4GZJDo}$oZOKOt$%yvwkdOc4I-^t9Ou1HT3n)}P
zr5yZG>{MoAMgrl<2G%F+6|bYS`(BjMa~7Al+Cp*zyH}n9EUBQ{w!8{5Er~0W+lpQW
zC!yY(=ATs8@0mJZL?2?pwOK#uneE}FLfSgDEkVW>l~qW~|8%jn+>7J|K4KtN2Z;DZ
z<jNYAN&~2bdrvy@B93(Vc?8sl>Bg`uad=67p9vme$ee9!Ldf$gE1Xa+JZ96-29k)%
zM<WKxa-z?(Gck6_s6^U$9Gwmg|4En_BQP<6`7Ic8=@6HSYpgYmmH5`sBw+OR7RV;M
z1?Gv~JxBjP_TDNWu4UT-#ogV4yGxMZgy8P(PH+f8LgVi4G=bm{+}+*X-Q68tXP>?A
zx%>UUuXlf|yXLBzYf4p(v1aX+=3Ky7P5x@%IF3>I@L~hjlx1DH;C?}^GOEBujDFmU
z^zD2y*HuZVPc?T7Kuna5&G%bVBGKxUXGQv_IU!h9!M#z#d!^;4e-?O;B8EnXYe(dp
zeETQTvGvo{0Xj?vNzhCfL{jPP9^GoGnDX3mjr=8sS3S&=$}l3H*vG?rC7HYl_%-41
z)r(^B&*}jhBC_7{j;Id=!v%1A@_3knrb+5{$ZVz|BpRi^#SX@L1TA(Go1&r;_n{fS
z*6F8$1;+?q=n=e)46YMqA;12;On-xhW29VVAehZiv)`(~onubAF&!fOJ~XCn4+nKy
z!y5>XO2b_9aDBNbeHAzkZ4AL+sU<J+_%Vy{$7eR28r0bN*Od^MF8uHQ^_e_CElnH(
zejNSMR3mgdp|&0s9iqNlHb>Qmgh92uLikO>J13-%IQv0E8l8gvxH}2zkIuATWj_1w
zE{grc!6NguI$HDY^Wuq0HvcDKjBr38O5TUf6e9zlKI)7>=D163_xc7(=}#Z`QLWhi
zuK3{ZFw&M5XJ{Mn=paDRSO1|x4SRn-z=rCMjiJ4;v`?@zm9Gu6612B+ca+DYqtS-*
zTOUj*sBCE<<r@j=he=A+)70KXxReQrgd7fl&M4@?FjugtEU6>U*iR+Vw-d1{3m%ri
zgmRMUs=3%ewJ2vEPd^%|cDj;gpjkmQAxAa%nK-xi?!^P|@Pz))>$MN>fS77s$H{?q
z*9F3Ane66KiHQY1(06DEzA-S;Gt-q9mez)9sHcpjdg#_IrKKGm(ch`*sVrNH>IGZb
z@bq0Z(AOv7;5z2g4eYnE=1g6Md7JW2^W4;^i)7&kX(&gikDnmcgoVj46k7{Se`=J9
z-l&{cPe{hW+1Upj9aNWe{1%n6ayR={_LcNUYOvJ3ln~|LVNMvzTm%GyFlJ9u|FcH?
zOWBBjU=8T+gO(ltYOW>)K_fU5mYDyz%b#C;p(Q{f{F+Ta8vd(U>kk%#XjudQPjdP5
zYlq(-bfr^|oq+XU&5VB#8t9Kp|Lhn4a|+vuPP*E>!Hkcb@^`xYPczORNC<+!_VeHQ
z{4cbqVgn>X&mlPiM)rR<vm%0)rWW9lT>l)@f(8MGuIT_0!Q3Dt4*Bncd1z2btM(C3
zNBjGjne>mI7<oV<a95~u!T*VLe>IQzfpnxLoGbT_dH&T2hX^DB@hooA=bu&FU(Nr&
zRWnZ8nZV4s-Fkhqb-(LfZLYP2O7ruC&?URuv%tgAJ;1r2=(0+{<Egz-;K|W#m5J}W
z&veuWHMQro6%HR4%ilqiTtVnjv?la-D(~#?(ytWpr5w{FUf0P^SLh>)fmtsVokF)J
zH-LCN|9gf1ZgjAH14}(yzwr$L-LK$d%V~g%Rn@z|PWNADR&N&yiLfO#cbPgvB}*3E
zKKY{xj?F);4K9c+>dUjs?rZ_(<c0H3{s01YLiV?Or*|#8-_PRxSWc>Ex%EXqeq<~!
zcOO(bo+#L5?J)MZlGKbWx9!$4^+&O`jfW<)Tl(9(xkfSH$ci5_?Z4l<J6&fO%%>uS
z&r$vDbF30jIK^kTb^I*FZvC8?=2@%ko=P9(R@O{Fsfh7D$zpLJYe|=T)GMHLPIU}%
zrl4IU(!J2jlNFEa{bej>8%8iJLWuPj4c9#M7<<JX_nUpinb+3fd{6Ea#Ww)@`%OT9
z<RNNbb+pD05memw3&8?!7r-dkto_yJaR;O|rWeRj8@90vhZ^3$J<!)a_0J;oZ2lpI
zmS!)@<F2;Yi^)#GyS;z4#`D=(M98D5#meq6>Z8Cg;*dq%BZWCQ)e8tDZ+(5%-wuB4
z;Yd$kA&y=?ya|BM3yT!Wo_ITKx(}tvV#f9Sfj3`R9XUE@dxzL&^4DN2JPM!-#~@ev
zbRswe%>KK5ua_|-J6iLx^iA+|lF4Kx=c&5peD`!e$hV(kV!iD}7$|Vh^E}SCS4AWA
z7XIml*n~T;*>j49w}V-YZR5*<FqI+loN=Aa^_?&@!suxEI9-nd?L3pI&))T84fj8B
z$yv^D^Kk8LbsKzjza+!xfd_cs&kc0*kg*)VZR9^?lKXa2Qk2(wh%O_=_mSOc0I0#W
zwWDFzRcy>QCAy+vNEFQ9>^}NB^R>Csze65ENYKM&D0f^J<--+^PQ$bj4W%n@@EtTU
zl>TyLKNQl#g4^f4Fa0EVQ<%GQ5ny~Pg03An1v(KS-pP_d*Cys)J-SGoyU^T#{_EXa
z-+>4#C?W)EBPm1Ro8ovllB8?Rgxgz=P^a;kSTN%pw$_dcNdnxvm3a0maw}3%HPz23
zsmV4o;Kd?Ko*6wq(W9$dLz|`29kv^L4;-6!@55Kdn!KJJ`ZTppVBk)^{{psOr>8A7
zdb;<VJEI-w>+-$7Q)sH)9Qf)@wf_m@e<B_ZD3}*`X7XiS%Pi3tTnE68mfziQjN6(>
zkH7C0Enl9fkk@S#WHAXPtwV`a1%8hfY&O}iyX;`|R&=93^5YzkROzs6>h+vCUS}q4
zZ1e{1{vs#raETVg^k%`B_$(gcFZjF^<;c!tY=VGEjm-Dv^VxGN&vqFS!Q+JzNWaeX
z<LTnWZPXqN-{3s7Agjzel{b#}?A+@p)uNxo;qxj;L7ZRiJ<?nq?v6}?&4jr$B1znS
znGFX39Z9k}yC)w6fdH%Ly5!Gu?njMI1;Pyq?u@RpklzP5%5B~04wMBRSMIbY5xw9J
zvM?JZjPTa+6X@_4POF#iW^GBl2d<-^iuUW^tkZ5Z5@Fx^;WL(HmR%pp%_~6Onk<C-
zQSp69p{=G&9?U0`#Oog<QWK=Mw6hP3d$?%|{084-C&D05L#=sBKKIIQoD1EbtMt=D
zMhv&WGY~yrjI^21)AN*%Hfwz;f8Z!E2e?$SZUkHt6?s_c;t><-8lE*$%cIXdmWV>(
zT)&4Ui@@={75VU2mQm539ou5e+P=gZq!o|!g1)uG`KJCs#bwzKDBH(rU18V_Ib5e`
z_5Gv<=uwn8ZM)Vq+K&UXmlc4YzFshZjZ}Jba+e*SF;}^;OTdEZy9#wm#FYXzn~mr-
z@Tfe&>kCQpd|!LX$KqDs4<P<{KT?-H=~0iE_1RBd48xpMz+nnJK+sFJf$;EuP9>p*
z4Syc$+jkT_y)SwK)qCTp?Jk-dfVU6mD<kF|sHBkHNX+IGH_b8nwds9g{x^MVHQ}ER
zL<sui5CatrSxnb(2&^jbN%AubE|?fE0+YlM!uREO1|tRrg!WVVk8kzu16B3LKkW@h
zJcyZ^nwp!M4{Cy{3n>l1pQhJWAe>FpEC}AdmJ3ar9Jl-w&C!Fz%TvuQ@NRz}rG9<W
z;JDl6HGDr2YJ0yfyVGrZyIg%nJzqb5e3g;5I8&63zH8UwCKjh%KYxF`IXw3s9qm&M
zyBWFmg+E3mS!)+lxCyTJ?l^r$-D%*{+MiVLF)j7FzpMA|B=5TSZs}$Yp<@^xc9kV<
zcuHP>f7+kk_kIJs&qaL$2%z?ne?s562Rw5?6>fatueiP?Tpo8cnlHchU9tCuLVv%0
zycRltub{XyIA&rLe20W<c~<(4-{$^Y5I04<g+@DGj-9;T>i%4g>KPK^ejmSkh3j&z
zG7K?9t3wr6-uAj#0Q82~e>pY~0*I@YWv{nWVL#uUp1(g4et9|s-m`*ABC)zx>(}Ae
zK1X}EdWp^eUKyekoz)&MPtUzY^GV)st4C*^S`)60&(~g1;OG~<QkHqIUJcmyh7;9(
zLxYP5qoF~aA^Un>d%pKw4%-6?8egDBPHETc+bbMdZ};qZtfkXkKpI~mAuv>tdha}~
zZhIPP5Z(bygy72yUzbrb)2}v(7F)hw$HKt0dmlrwdcW}$C~X+rq?~s{it$BUh5|`e
z`wuL9e%Nyh`)CMm+*z(i)Y800N0K}I^mKc;#@(Lry59Rv&(vZFI0qihzuNai>CxkL
zy<MQnLH&5XCXui6eh*#S;covqMk=xXCbcB&?l+T}axva+Tn^6pOIC|<`J8UqhQ4dc
z(3tbYjqlS!Q0%LH-?dmqBj4+*PMg{-4Z)I_wQcD$Aq_DxjPE2+{4@_cSLi*QuK@_Z
zZ18rqB~A2eR~)1Xs6Pq;-IKkNy8isgk}=5ais&_Cv~yl>upa5{as74UK?w@t3BG0n
zPF%K8;^$S*gh5EvfS>kYiO9Gw5ytVa&aQkJX%^F%77;;&FxgyDvwO6BnjVUL<hED}
zd7;*~?s9$F^K}yrJ8SBp!+>y2tRVv)oX6Z`M4GO9PZHual`r=i2C0^?lvDB((=Fae
zG52^oFBDVJL~Jp1<K;iD3YU#17}SzR=SUclEgxPsqu1A7*#Xzr<-X3Lm#DsJo#G?J
zDI{z>J&NIk)1Br62e%Y!B;HitwUZ@}UT5p=-`wmW7lqzm!OfWsAMn=`?Ef+V(6l$0
z(Hl70ap$5^Ik|D|6=A-v&!QkZRIxR5u6u=x>KiO}z`IDET#$w)wXi!gLc4SNigvw<
zdwkH{*qKU|>06sm-U$^GWwye}5*Li67&eKa5)_W&dA;#q)s5I<J@L*;e*jMzeBVsI
ze6V=-B|NFZvSXHj<AA8Z!t<H8W5SREutYe;lX~O5Z{hG$=Nz!2?}Yfuy2AwXph+#o
zGioG_;;0Mq0^yJ!nh{vsP}9v{-j0_q(@7Rm13<He>DR9VUUcxuoeI6PA3qouU)6^a
zblFHbtI7sF{dj$i7HWMy9nTRUk1>D5`OjNMgVGm-_`ZK%^`KwgDFl005PjYy2jg;`
z^~$+z;_6>y4?yiQ6!K;jHSJ@dD2EXUK5#3~DRns<p+e-Tev`Uc;1o~X1Jf(*e`<w7
zR}LU9GFlfm;Lz<J&JjfXlsa;LoAZJ6H)Q>!@WT7!be0`al7s@S0#tzSi10O5xFma)
zX;IZxb>zgw#l>ax_emxRB*X!hB7FBZ+E`eiwu^uJ6B`oCWlzCXwgVP~oWT!B^mY<{
z!$R4{zl{{+wUB?jmc)`_Y2g98n}1p2{@A|l`Evie^@rJld)KdEHk0jdPs=209jw3b
z=_m_OKE#!aw%<=1*xxSizN~>lBQw5<i~)N)w~M(dQ58N`zk}k=K@i}admV6Z`*J<X
zEd<j^oh0hCJRmXKUTGOzzW#cdj?X796!YA=4oFtH;$DC8shog=gZ#8ELKXM9{r-p6
z<6_XqmUqsaUlq9P54bCIP>-!0=dZjN>K`sW!EH5f@6PtQZK$CbkQn>7o2@l}4knV4
z!oflK`H(u0z^!DiKi`wopw6OtSQOJvcrWH%T9bf<@def%gWlhVx~=|PsFSpEkU*{*
z&%t(j?0pBV!!ZQ*WGTXZFhU1tlC;A%j|@nW05gxMX&P;ayRmTIUfeN2eEi{K>qeAO
z0&}C0D}~=U$y(~#@O^t069h(pphXjn*6&i6_T;W0HMh?3_U=iH3ZS16jA$;)g{Pwn
zZwF@8UC%xRtf%kG<8rxuTmAB*a&`z%_3ZE93FYf4ym9uj7Ce4#n_)R}tWsF*)!pU|
z+x%+s{5Gp01l`7nOd78eEI+9s1huw&-tgF+zFwtQ`?(wjSh0C9ENvkg`;&apLET#m
zge0jwu1AilqxPU*;+b1zeL0|EVIyJ|pPL||Km}Gti+R0WTz_BhV!gN*;wcE&7~kVt
zKM%Bo^-=|1I?UoGA?h>mTC4}Y2BNmVzKn7^pul7p7)1eug*A;$SN1{^(4}BnmCbf7
z!aw4PsL)jqO&a)!TVSyRM#)7yKsOz<5|;W@dzz)l3cd@zUFzWNBhSH{6;<O0V4753
zG5zN?k;1KjL)`D*cb#e3@ILg{d%J~?fHGW7dN1Hs&sCSej_+bt!(_!zZ8%8%)dy89
zyl#Tb*JAw||54%GQ4w9;{IFwjqNJ0?;GI?C(m>tg=lZkobEDVo>H{jHq?fnHJA>_u
zn1ukE#36tsw>@C}Yi50U+vQ%*sXq8-A4CNB5E+*si1nVCWfQNrcQ5!7iAW5p2;6V*
zA<?jTytQ-m91U$j0(V%vGxOe4CNUAnH01+e`B1oNU)vAUG<Z5Po&@$q%Vhn_>3E+7
ztl;ZY?x6_jFc($Z*N&g~P}Q*P#?<Q|WBkh|JG{soq5<}-yRWC|m(A<%57*;D0K)dp
zR_*G+3lhNWwkOcLTJ9yf{q^<|lgO&#{bHHr?f_O&zBvh$Fuh97*Iwa`&`I7iOd_Z<
z1ckRpem;v-)*5)-c8|BWc-<3Xxhfs@g2JBHTLS2g!H&k7_ooZT_V<VW^1DrqlOJq5
zv_uuiHJqQl;oFl@%OH*H*IwT?w<Q*Y{DE&5L9Ua?2*I#Bby_i*rX%pG8Oy6kf}4HN
z2(jmYr&kuWD}xt@$Z~ITn&iH`P0CP%wYJRnM>c^m@Bum{^+K`%6a;8!+y0C8r_JQ`
znV;yux5ta}bxj%+yyvx><*RBcu)*)OlN;Gh_G@&8f-j%)M?LW)YGBirc(zZ^9US_F
zywBe=rnQwP=v>v=*~$N_vsO|EAb{lyd&@gKO<f`o^ZDgsm;{gb5$u_@Cyr;l?X5GT
zD+nd@x}^1S&%z1Vg>A~;L+&YNi{Pkqc!08NJ+&{?*Fg50D(W|22Xc95FP0?%SR$|x
zbwDHRH}41uyXWn<AI1P3isyRy+PozPK43e1=}EUFqGB;NJaK}Rse<JBUd4gCHhqYq
z#bwa`NI@>$6C$~FQjjF}3a4ul(x`0j2Zao4%9_2EY|#E3gKWNUL6~<p4x#2NVjz<)
zutTo=R&OE%=AROa_&>Rk7_C90UBl@4@%8*15W>Xwe%5~pB*|>FlYG55xIU+Y==gZF
z-txE`tpL1K^eG2S^jE~C->;?vy&d!)pZYIX7MD*jJwn%8slJ~9+t(bEb@^lt^WM$I
zI8A;QJciv|DtI2?@Y07#dhQ6{of+6iN{G=k>{>jcO(}#!`ENH}>{Qvej#|BEMMILD
z9ozRi@8ea_BG;G%d0M8$&%rc3?9$T((_fyVZhO0j@V{I$kVr!JpHH`ssDfkWF(>xP
z^xGXcC~GC0-rEaAM!-MWyV9~A(b|yST~7Bmrlzw}{7$e1ujLnqje38GBo~n#6MB7m
z)+t+GXS?)zdMH`7!vBU)XL9#(9X({_uVDShKkj`y1fE-Aj9LfZ4bFvr1hl@bcfUBG
zUmY!kw7+@06Dz;V<#w(i?%YSIIb7@u?4-9|D6Ao_Js;tO_-&WHJ@)5O=iNw}?-N(r
z+y|}zhX>w>L01E0Ie`jjqlG}|3{vBsCS(ld`;y|QTs)(CPv^slFr!I=K`6h=NY0H@
zRWiQU`aLUn6Mlf+8a~h!NqUIq<$~V1oChU6&5Y}PZ$ZGojQ(uGS2}EEvj5sA2iXO}
z%UTJA1b_uN-{wIV_w%0w^dFyRLPu-o{-X1;hKA`*{!hpQ&AFqMf)rp+D{|>6D!UW<
zzx&)r`8>4#gjzg<t<hwXrBe874f)?J4G(_lNip^Ga(I4n9WpB)tGgTfzkB<2aFCM%
z&N=*8#1Q|a!N0R1D9j>(I@-h3Vp0CDQTUKvM8JitKSylHO#bgb!$EM13cswSi!edM
z|4Rx#1;p09AjN}n&3`5TnawB~TKm1ZqKwGDrHqGw<}wb~hV?(u{y({y1FGk|6@NxK
z=HF8OZ|MK0_5W`ThCguqSxNBUM(Wpr_($!y)M#W9|LocR^0y5sG&h9yd;H+?Jj;J#
z_n-YO$RkO^K;u->-1&cbJHsDA8q|tL{}%Lr|NcLn{7)eM6E6S1wUdpv*R}1jA9n>B
z)af5xqn;z)yV;l?<&-l~@a3Lqe!+(~L{2EcMqZsMDy|I{ZdH=XNj-e4e9lpp*>huV
zj9o#NxuI=R1)`Sp5($RijtyVzuIL-2Nl^Tj`H1p$0#kh|8PZF5(5N{rsy}zqjX!lH
zd3odhSfIf<qr9Ys<x~ANdAqYxmc>Q5l;b(z+-|98qoAF?1*);E!2iwEi$NOY)w<8S
z_MSXtd_n*2Sev@FcQ)io(JPGnO3d|OUU5)+o1esA@`(BFQ49OcNfWinpYs!We_&_j
zTsuKj;I0r6ZrY^vcm0fuK|m{Ln9dYA*5}GMzzCX5M-a-;%PiJYRgn67bodyy=op*9
zif#+YcG)uD@l@L0tWdz=&Lbp#rU1A4O>W|w^Yy}5k)nPv!`fOZZTY}s$?(zG>smJ}
zhasrm*X}cAecZC^gzB#uk8qttH$2PrLIA@&t#75-`bUP=Z~@_h1i0dP<}Nyx29cO*
z@hXnUXcU3CU#q(JhAF7dx_CtP)Vhq706yru4)Ma_svjMKpBHgkuYhMsw57L`!(p_p
zMOR9@N4PgEm#agG^j36TK#of*0jJD0={x~1UO!_VA@wtbFSb2UVhLQe7sq=zbl8z<
zyXtChQD5+VWr*3J&X&(t<!ZW1PBi!I$122(7}qW^%6gDjVQw((xF}P=_N^CYn1(m#
zDK6MlO{i&os}SQ!2l88OzN|(_#MK<6qC|{lAU%%;fT~m|`U=F7&X{Ql{$A4Nt;OYA
zYyMc9!}c+^nyvS4gSJg95wpD>k7j@VwI%$vp?>Aeb$QfWLWNO&sAT0!#Afa;0K2P8
z)|i@Bap|HqgJyn|Ng0lyL|RJ+eURaB@<S+lD3FC`Qt!ES*q2*R%?c@LoKChhl-q@n
z`4%$^Ge6F(U$GbGohw%juF8sqA#sn^hK@uEqiyU5o+%O1bL5k=<`y#cf(lH)lV2Sp
z;<v(Y=K4`A_ji+)5-!xKIzR5YIB8Q$3ltjM{Af#^RE4z9cEe=kBk4P36|b6&x<IPi
zLlx1=e{4^6M+y}t$Qm~c`ZySW4YyLg-poe9pV()^$rc-vct_oLa|p8NhLLHzYVE>t
zr`BC1$No|4PvZaw;PuJI>aA01Ym0X9*9`gQRO;NhOc5(h^4%EhvSH2NUGr*9@i`wo
zHyhNU-M<L(6Wt%H-E})<Mk*7@Wr&U__)vZ3W!tINw#}i^hsWQV)Xk`hzQ;;}#`8$(
zm}h2DobzS~q9>S@_AcUAq?$%rm^CN#_?1A07UNq$3Fk(MadDBI$;MHi-QHyhOHRk-
z_(T1s;8WE7m=ALqucd0|xtc8aWtaoii0x!tXSLaG34RhD+jfO@bb>cLYyZS>jYh7=
zlKm_%2Pv1rY^`eC?PJ6h5jU@S^_s%bV^+mVY1r-^z4RQZnP`pAmS~7w8IJ{X_HPrf
z!J_s;r(_=b2fK}XKQv$Ys^o0O5jVT)S$}D0#1aKZv1wMQJ@lG2riD2j($3#Ftv<v<
z@C~Wo<#Z-9MLIAN1^@xiP?#c6MBk4~dF{fIea(L?8YAoi@<SahBUdwKQ(vg5&Hb|B
zqCFUIWWAs=ME#S1=}%N;(#DSySlaFP;(Kghxrzy4dDmQ+kBj!zFhV8TP4Fs-oz?>R
zD(mn#Sv1MVV7||{o~Yr1@*2nrs0VLq^sSBSVVe~W&g?+b&H9fv8bw?l^qS6m*ID!0
z{$-r12(`C02K6G?)WO!d)vTxQWO$xIA4f;%RLakjOv>SIo$a?KJamsxY;ySyvPn<}
zi<tzP8h|%C`Gzk?Nd0|b&7i2pW;X}nM0U}zSU;RkO#Is~!g&0(6b-R?>Z0PT9#1Cd
z&Dx^D!N`>ZB6yl)GMF2?c*gpB5QR-Y8kPg5h0(bM_gR{|xiqYUta=nw%hn|hEZJrt
zb(zC;?uQV{@pA!&r)_IPsV)XiXOW=RHGJgLC%MdDb4T_NCu2!@JoJhjjFXq13SfE+
zIkISdf@a6uY|DENZFok>Sc~usGu@(9f;6<zofV&W7{;ani}tYEYG38_<Y;yL`=);u
ztk;_3MvCT3gec?*^6W6wsW;9{$&tR!zO0>=24nbtLZ;IFh+g(+y+*yt9cu0Gj&_V9
zle$EVVc3<nO?6gnluXfxPS;F#r1^CeoA6uJ6rP`uVj3~B<z4a##$_S%fKyf;|1cE1
zB??T7w7SGfMIXXwgwbyif9^3(Hpb}%v$(Nr3=g@H_lNcu5)|r1IdebR_yjtpB#+;M
zdxSNbb{l<pYEq2E?NV%ZX2jn8a|flgog8visrU@RvorRDB|{o)V?KO=nWmfQWRGK_
z8+Na2(@^Qg0#|jJhAPV!``LqJ@FlKylzXIIsHgB+>!ShbJS>E#??fJ!wTt8CkyB0w
z&m~-PWhRmQwQv_4!%WVfQF1%JR;PAgYn=xNf3}{@;k!a6j+Rv|r`6d8&*J*f7bWTn
zjYGwllWL0UtdvLIvU1?sFqLVZIf{`O2&l)+yiT`|Szp#Yn=iBg)Ii4eyslwQlHklO
zl2#R0RLK(F{WxfG2v4ZOB7(LKk_)}{L^Ok)aV<(8tft}u@n7pruY80CpL8X`REY5)
z=?IRvchB~HhrdewvRk^fR`lPftSGTs)a`}g9Zm*(X#d`yvF4#Ls@WM_v(&YtkF4Q3
zcT$u3@S9C$h2ZGtL*`;&j`H>}TPb+CY6EH`FnwtfuXJcC-qG-#vBFRsOH<nnb(&T~
z%giT*cd*!8z+MI!f|UcY(TN4CX}!0OaZ_#ccx3NddZ_Rn_ztRo!#ZeJ1JCY-7e*yn
z7!3_GI*xpxP!cyl``p&(E{jD)t0LkFJE5Hp-{;1O6uYlbN(Zwl<3foi>4Yz~p$|%@
zMEzI}ve@Z1tfrVm+7pcNP4wT2Yx}Ne0qvPLx<XZRX^h;>s~)8VGHO$OT@CU&swQ~A
z3|k}a*=-|8$YM)w0#UOV)aFwUwwdwb(@BqNeG3)emTMh*RE_2CLl@2Q(*wmsbxa)`
z)yrG;`g!Q!M&7lo2UpwEO&f2}jnKoyN?=8U=K^IRl^(ER%bi$cJ-8A0?K_x)1gVAc
zi*?GLK418eqQ`ySDNcf#jUKo)W;)@nhD8%;$HDB83Wiq!?OD;K8YZo!xobC~MhM+F
z)oS7$9+tr~C7AXO>ooo^YrIGbB*{FJibWTo&>Z@*raB2kNgwqv6`!{54xGyTFyas^
zX!@M^kyms=G3AN)8&fjmU#Q$1txhDI3dd7u#3?~CErd(=qLa7cQjPggxx^-x;U5&P
z`P6!W%(}#c=qGg|7)ID_s<M7Ie;XbNksRLGe8(uD`hcr~x+GTf!k4*B1Up4gG2fy+
zOZh|TN5^fxE}D{J_b@M|LyZg1?+5yRUkJRK!#`Mk%V*RQTRv6i(8()iA|N5<E4sq7
za;qN}<WTV+k;>=iQ>mH(Rbfgy`f1M8rX|rlCGLK(3gz+Rv3rJJwT295hG1;dwH3Uc
zJJD%ik}7-c^nS)L6S|WnVd`sj48?cy?84B?>ilPyNGht4jcSmW->;9SklGl;9c^p*
z2Q~W6R-{4UP?t+%6ukJkH72^tV(yB<rw?M6&t>_}3K6SUgP-%q(J>osev)?jAi5#{
zx;DBHk*!^DxoNb-b&6XQwwE%4Eq*W|=VK7X^A-HJS@39hJoIn5Z%B~L?a=FSe3k{A
zcQcm0Tw~;wq@vZ+1SzQ=<8{<w6|WG46123r3H0n}($$3YZxQ6F44Lq`s>o?Z@sUYA
zceTfmTw6s~z%-m5@f!i0)QF=CRI?H}0p^pkn<Nx~>7~n8ygiewFN(Wm3e$EzU@SHc
z@#I9=JPWiCTn|ZRt$29w89GR2ulfST{<f8I^pV$Yx}pjpc>F9L%UN@k^}B9yXMS?Z
zN*HFTRZg=bNg<pAC<?LuwgI23r$RXHJ=3)mCVu_knNo$mgOfhEHc5mH^*P5p6z`pe
zk{P#jZmNN4bSGwgs8D8`KtIt`quU5b4G#{N_D)z|HuzvWl2XM#_JU}|`QSR@Ca8HF
zd@Z5VoaiyU+Q0iH3D!euqM9dXw`T6S#x=j^q)7=&uC~P1lvhCZYK%&ZZ{h;LyBmW}
zku7E8A=1^tFC9IE`jUPKV7R}b4zh@xr*a8On6Nii)t9s$f%-X>Ki{9Qf>A=regxpq
zw=*G*rKoCRQ>rS;sOEC!_*_>0Ez{@cX@af+dvBgLCN5p$HF|?W`*#IQ^^Y#_5tS&h
zm}KHdO9ajZv7dW0l=uc<DH>Q+@kX)SK4ng3l%enyIex-}ps+{zN`6E?5wIMl&KG5D
z;iQ?nzd9GNc|0Ukz)wb{CHC=cad{DVy1>(BnQX}D&P#mToXLi7CM)M`Wa>*2j<k2;
zrBc^K+EuN5J~HnrFk{v3OXi5@e64?PkB$>w%sGjzkUx>hY9UKXTC?cpi6LzmXcBw5
z8zTvd&XLih=~gzm0>44mKRNaMS%da{`OvFIU_|X5Nn4&{-oca<q6p-=KD3-Tzv**j
zU-t2Hb`RlbB~+GCSqNHUe|pi}6+!RfwiW$lF|x>ldaP8i=Hq+bX^dEno;*V;aM*oK
zIkenV9=5Plg#W|OvZS7cKJyT%Ap0V1rgpK?vAOK$_RVLQ1ja&3LXHt11mVn1Nik9R
zN?^zuBR!XU*CH$B3mZ(#-4a#E)ZyTEmJ=z5W{?wN$a3Q_!)SiNR$)Gx$__lx-q?6I
zVFI54u0C|IO3XBcR|#|lnbob9NmiVWabg6UZKRr|L)HL4xx~sj=c*2a^npIj@`%=a
zL;YqB<&i;3hK$w&kN(vRIS994!56K_;iv`AeLJ~Z#=nhQKuW9SpXr=`i6^+vL>Emb
zW}2OZp)z%C)V6nprQktN<SU?8sKHQ0l-FtQb|?`#xIZaaKUeWI8EfpA&lH2&*kOci
z`eZm6LD|{5m<W4{@d_q)04SMD9;Y^O@F%oUBfc{G)QW|#PS8wg_)Vl#DCe<|Yk76j
zrPBlLWcLEYh)k6X9(z*>#j=r5H-kFBsh0Dg8RNj{dph!R(C#unL!B58)FjH6xV@%~
z115<&IOPHd6Ic4zxGFRSg;A{S2h3n?$Q)ypxr!8TF5){rrZ6N!aIObCNhYx%OKX`!
zkpBgT#&cC5xCBu-F;9O*lV7Zuml6k@<`;*B1X@}w{z@Km2|`!=A$3%IY<gEOY6N@3
zOob?XO;2#gO~%i7K;dh=X{n|M%O79zX{pfed}yTQ<1=1V9_&X;o1~zzxI;3O7sMfv
zueqmm1xoVeus#pahn~{Wy<%UroG>w20<yBE@l_ioS6R433TqB;(eW*Yr1DJcc1tK7
zt&Nb7QPf(G(<F8Z7tU+3vZ_-{hoDS^di=Oh%ycki0(5)P8YJ4kN3~L#SNh9*C{C^<
zQkt(Cx0UtNP%Ps}(c*}{O(S3z^gU=Dw3qYvu^I(u=Aw*USkv7q)jCH5+QNJY^u(>W
z8h|hWPc0QbS4d$J!(yeMF+(N?aN`KEkT{1|pcP;6GeWH2f_>Vs%hVrSD?`@k`0>EK
zH~6Cekh)}d;4R_+Q9DVn=9E)Ugw2Wh1+%D!%8V>4E3Ihck_P40RWR%f*%+;dI${mE
z`nD*KSu{;hNZK8a{Rpk`b4~ko$rR^+R!*KXukDDgtleqU&$2ZpJ>F^jF|kd~SyJZ(
zGiv$oZJMnLg9Da^zcuM1AQmJE32VZox_?-H`TZ$CkAiillx@YfPrJN|&AqtAwT&W`
zSiQ~@e@8LuYU3OC{RVTKApLz0HTA$czvK))BX8-i7}U6-8M-9FN<r$KAo>JlD$zcZ
znnTsL&YxvKeh~V$H>bi#@QL^QK7UcxxP1uM?PzLXa#l6bRxZZ$F^a;$8^992`F(b-
zxjNjE{3y*=>FUww6XCbChK#60b=zpU@5o=t8<BPOjw8hdo{DBiq%D4|a!9L&m&6J@
zR-S3z``hyPd{HmCRfokfOi6*W?vf@K4vJNKNzoRo4h(e5)eny3rEsipV6i|Xjpy$A
zT-bGOiLT{=ie}B*Irw`YE?d8(*1r&K3~%pn(E{fbi~--G0gCZPY&?9;$t8bs(ll0D
zR~cvPuqbs1-y6hHHEH&OMkqxf1AhfSGcd+RrO-Zv|9qel4zQ0Cv`E$c%`XXww6sjt
zzm+w2=|_NN)o7Vl2aZ`;Td|G#SqI%y>QL5#vEAZ#A&jr)@wYVEYIBwLzg|b1Cf$$r
zdfvc5<4%jsOg+Fa{|@o~_|WgRH%7h}eIuP6b^MDWl)}XG@unUS2p1wTkaXf0yPd}=
z_G8~Ey;RSRZUd;PwWXWJ3@6p$wSpw+RSGh0=x*7_xIeeKE%?R`usB=#Q?_*)0nXi3
zGJs4@J!wL+BP9-1qdf#WoDBHUS+}(Nk`4(wyg?nSkFCx4c692;BN`=n&sv}_9j_3G
zh<|>HD*SpUy0{M`q*>ae9r5hS2X;|7vX!5WBfQdf$(g>5_i_fh(}6?!*L922X1eD0
ziN$OO_3UE4w9ZSkn)_OAQut2^Vx%kr7$$Au@trwGy)Gl3Xy)V#!-00_IAZ_+Ix(q)
zHjUtwu_@jAHExQ9VYcNEvDfF@GJyb)LsapsAAq%H8L?>m^*a2(z1bC26!9O3N7s;|
zq$@j5@CYKqB+i2tJ!X=oEEIV15`$Y6crjCd3fh>*5870&oRHD_Kh+&_77|A-prz++
z5iv6e;AnU7MC)M?l-U6Fi>WKd$)a7eP4{2)(`w8RY=&z&;pTm(mPY1Wthpoyqd4ow
zB`8de+$RTb7OGlHNQ0dcV9PxhpX+09^qH>L6-Cw><z!PdQ=?2Hdvm&_5%4LBWc>mU
zHxvDyQsM~neYb=C+GtDS*z(IN5!^44#%f0>l)hqPTvpnuz^6-v;ifX>z@uk6f5O>v
z8&nDJXnkzOqQPOdWS7<IZ<w0s7ymNDDU<&2Qj=LrNS|G~%@VPcifJ`5`!jzXW@||s
z4c>EE*0WZ-Y%<`Qq3ZR$65|ouUBPkKwGFkgHxS5kWSpa86yK3emCp>Ww)_Q3QtxU?
z1;T5Sns4;!lsDoUhT-{SPU;q5c&nKN7cMrNW;u7uWp9WW{)Wei@bWGG4l4M^tPx(r
zqEpnhq1my_2*-uzrbRVZr;B~*I^vK|nUWtUWiYa_pB;;C+$S+G2<en`RCuy7^j-&I
z(f*1DWqQvnZ4caJ&LX5+i~Ymv+(cN8AbSLAB#Z0$k2w6Ay6XPgBK2Wih9l<R$xa>u
ztf;NDi=Kvwu>0&UsnnFWohp!Nc?1(8B4EtJe-S|Q$g#x;YJ$V2eOZ<#NJmPo(8F>m
zpFELlyez<bpyuC6&n$nCEO`Imp!z3xfv|GHIKddtQ0l&6z1192Wg9`959-PTa8gXH
zB2-5vpY1}`lx;By9(S&{9$V+xqX*EZ1%CM!vtnl&a}0hlofOOvJ9_QpQe0G?jw^#7
zm-#IUbvAOIw;FFqrfkC{$2I^#b|ZZh(qt}7DJZm6RYeMT^Laf<TLi=T3Vvc0s(4<6
zU%QF+#636RV!num*hY*;^>vY8j9Ijw&2BZQToJblVi}VR`6xYFR(YQn9ejv}MSyAo
z*N$DLW!`1ViKaO-HaWIUOcSrzG$$3F{oL5`AX-aQwa6VD+tt>oK`BTSeh>fJ(@25_
z6T!zfZonLWa#<X<?rUFFtRoh)pat<E6^L{q(^kS&_i+!b#E{5rt3Of+NF}6$0j@0L
zrapF9Ef;!DfTo<-Zw!MD)zJST!)C1i<05lf_pLX_v#;t9s2;qZ52}`k)&k~d8SE{8
zg%o20b??-5#DdndnSPWJ4ycDb9jRFs9Z%lqNLRRcBWhZLQcIT(D4Vro0t;3ZJc&+J
z?5b5DNNdRTi`s^_qKMqWV+isEu!lG8-9*w##BFD|8*36%uud$KJq@WA-_2ZL!cpW9
zOap)6q>y6qBHxk<7<tJKFjY!7)xpY8nqXgH;AODq^N^75gmChvq!c^Qr4Onf%=ewV
zB-fUO9^4Bi7=e>Y*Fi$<<9>5A0F-}IO{4H;fu`nKBK`uD!%>=Nbi8t2`UX4385EDp
z_3WRvX4LPvRcBQrf~k4DX2_G)1+P4p?~82jviWTRVBD*qS-7?4r5V~4Hli`vRTM!V
zJ?du<7hT@509{vKd*=e(%w9CQR4^8sRuP(iC_+PF*fA<IUZIh!&%V?rEp~)#;c(Yw
z)UG32F%3p6$~AptW^8X#=pnYy^YO`dl#K)x9NtBogUV+#4EWaZ{oPP&l1j^S&u}8z
z4hRuOidq(MfNjacuWOGS)IDgd(^p|2F<SVAW1xdSX3nr!p2!zdCrO2PE4MCV>QuSy
z4rUZ>-3jeZlzzg(p^vuXfqd7<*e_LyXbzfgb^{9Y0@e3}(@<5^sTrr_y*ok0;IM1G
zo-FGF{%4C@2jm#^Elj18Vd;8nsZqPybY#p=Cw$zM1Ya(bz@kH4L#U=74f86nZRf?7
zb2l=XXZ87x8wGHFDQ_;zEBDSURFbjq_JH?5rOWc_C9vP{yiCb424f`j>ld_8;Ktsd
zH_~vk#bOK{$QA}Lc4J{C=#!{8$&|!Jd;z46%k*qaY+x78<dr$Z(Y_nh`A=)5KY|&#
zNe|w_x`w97Zu~Ggp)^+*^hvOmn>q!PxEXG2V`)!L>-f#5zdbm7R`i=IGFaNs)ru<k
zOM!xSTV*865$*HY=p=jf&%KlHnDr_yE!ozH4spN}vP|d>yxc&tQqz`zJs1ODwVj8L
z_swCVw1;q56nz7#$s%=g#S)gq_vnHwge{Rj39x)aNgUADxcZ0Kda1l(uR2e~!4;|3
zp!ZVSS5r@|+1hcPq_AHhZOFp=Q%paq^Eo%$b08!SARv2&Rw2wFSxiqXbh+ptvF&TA
z*^8+qEq(FY3$EkoJxZ@05{)?wCzmVyn(L&695w+HZ7o3161{<`auP0W0bu!!{{`OT
zWqH{Rc}YnU8>yFt>>GdT5DWu!iDkhm5_eD3#w5Wb=G=)X!@iAi+It`XvJaAQNM_Px
z&9QxeWP4PEclQyhp?5=%(o6QNNDj$-xLxKzR%BIyQ>3Vme>R&+RcfrXb!>k(bi^c$
zc6dRycLZlOUNX^FBC@SG=qY|J4GqHL6m0L+%xgV)J-i#9X<suqq~{LH9dRz5tN(5c
zn&I|GJyE^iC|vRFo#}3m4v{(qQJsplZ2q_Qw1Dz?omZ-L$doxA?%>Iy%-aM%YS|Bm
zQ5K@B0yd@+rRIvlT5<)$aG^%+wU3iogmz$zfnYnC$!qb#l#7mhb?LhVTSgD{vp}8;
zcl=G;5bIxX@p%2E3*xSeEYDIx7n{YmZ#|zxQ4nw1q8rp8Kj@uO`MBqCBG;(kg~}&T
zdL-Vk?m-r99LEVx`1)uvM!tLMD9|K|Ee2T!2`M!YKwVW~=0$GIoH;L3$c3kGdi>A;
z4hAL^+siPaLi@OK$pMWF%KK?i3n-h{BK`H=3`4v|d4&!+L(;m$3-+U?RhP5uNG=~t
zs7DnmeY<X^9G7(nW281^EtZ>G2%uoiO<q;O>)i*1^+q=uH74a_<*-U3?@aNJSM6vl
z3zxof`PQd@Lq>L^MS`#VC~!lqUmDbhVmf?qLH7f+$$?t9L`afwlR9)i#!U1y#>B({
zS5W>IL~o^euh#YxK8)7Z$xC)vF4411x>$8B*v$xAnx+z_U+>~k@;Zfa$TZ!GhnGoQ
z;8<7H=+h|#irc)}1_mOkU(e-fwQC3DEn;IUOZ)v|pp#E7DH!{$5>4dp1mv??H=Sv)
zXbjkA6!nr>59D{lO&*S$Px!sWC7FX{!Lv@a0$97*C}oOfW!%eNN==&h3ZNnl3!u6u
zix!ZCatRF7xU(3G9iOdynBzMljij&ypfG%v3g4q+w2ZZ=9Qe*6*?re=to1_q<)&1<
zg2c|E6|;PpM<=D#dRwkll&#SoTfJ(7?rNs@j8t?v1&p`CGL@S^=}&-pRtqq`vIgGL
zl!LuENc%Ycdf}STzneAJ(*qiXg_~;;HEo$-{vHe#rK*(te((G|ceG)87mh)7E<y8;
zboUjez3|ySBtYhZ<2)b#ZF<lcPdgoB3mjiZC_rkSG|~J0c^&M*`|TRoKLK4XN*#l3
z`jGNtNAE8t1Bh*U<(WG=?d(uVVzxcDsWmb#5|Ka$q6Rg>DPq|<pV(GOk)62)TG=sQ
zlJubTI8G|`o-=)x0AT*bejxEp-n%!xu%6D`7_|@vphH3VT734&aWDdy^XOP`SQWgQ
zPkuH2LR03>BK32@*SMqSoT*O&fc;lz)IXgCPjFXVy;Cth0{i3maY6kF$trU7ey|p<
zJrZLBO|^x8E%-t>7+Qt)e8SqI5JLFFLW&6niz?|rP_JWVW~u$t30%a7!eIqzxl&Hi
zn#q2U-&^W8NhpYz5e=oN|3@YZF8Bh8;4{B5{#G(#mIE_rdOl#K=(=N@zg%up$M%lP
zWEc3$^g#rung{8#f3reZAVGX7gCL>+gnv;#d<(=t6pw;l4X3}J|2G{3MDoY~!=qx~
zAyxg0;q*UfKR?qS!W2_mT=T!FPQ$_=G09}GKR^GQa$<$<HVOb;q@@CUHPb;#O|Irp
z%~FSn^VEVOrdh1YlX{Xt<2gjA;nTmmO1>R40xr_AaYo~KlE;M(63fXCA`PX~(pYCj
zrP80FNY&m|=*jhOPg?S4$?gr?O4->bzU1NOuq(G=i(BpDQQk`p#U|}K=Xvx3&Z{(r
z#{`Q;Sr(Mu8YWmYtX~n=+5$hK9*cZ;xO8N$&%PKOa!W7;M$l(ndhi}7%)JaIyUIz7
z-{Vx_n*F?p4sR07J?u?O`+Q|E5$!JNk<ZSu=<KY#g@k33RlNGBRwQ_H3*I=pwy18u
zb}g@S&^F@nHia}fY~OPAu{Z#*XLf0v)o$KiU(R6u8W*1sg{V?;%rbetI$G=1G?3@b
z*7Ti?%#G(nEUvX-W(K$3|HS21+dlTG@2jkY#CZ6+r+5p?@=ONVo7n4*3IVvQPV)S#
zJcuZB<gqu3E9VO_oFfe`_F&&L|IDwq^2f2xS<EXn1)pjJueU*;hbs=TRA16#;3#Kh
z1H~3wLe_iEBg4Uwhlh#I^==~En|ku1IesW8R6?{#PWwil*QWpS#6X*Pno3JgMqD4}
z;$*?CkEz<ODr&9liwR<&_|KD>I?IJ|e%qQ(oC|Q@Rsg?8t}h=j)i<xYR=XF0%dw22
z{Y)@0-Nv4yyEEndIQzBY*HJH^twiS1b9?J^Hw56kvF$s*KaH11`?r1iiWbW|CFkF(
zlzPyO%Vt-g2QNG7*HNmbBwJYzIbBapN!awtKod!|LbiXO<gWbGiYs(=HHCyO{rCp5
zG4)y!(Qy#7vS8J`Hic!zqHzhj1axJ{iOY)Z+_2f*kyGvB*-NdxDd90>$X3vd7F+nN
zhYsFMX6&!{K1t;`-pnWoy(PyoIL+VncIStTwy6I>oiE}Q_yU0C>~o~|v($!6B6{-u
zuS=%jJG;DZ6>xrWW!b-kp~Cbw=Fr@h{2KO1S%q6dimMlKq`101z(Jd}YQuh^hY0=h
zZi|-mZsKT%TCgh14PSeP^dP=Qx6L74GNpy=>%1IE3(g*O=4g+FF%v9QV2r>#)>R@&
z%ToKwrD8#9nTxeob99XUvpT*GH$g2daNDk|7$4knbF|2ZRFswR3A3nInq~u&G~?2!
zxbB+bC8oqMCPr4StlS1sk|=x)r;L=2S{WVe%N}+qAgoeRQ$;oFK}vC(k&d>44PB;!
zQmi)134qli&7M)2Qq+RxKpErB!Pm&vH3a=yI+deUa+6#<%EsHED>ehB72^7P(9(w(
zTW1OO7fC>T<UFxlMtADv+H}j;m$fsbr0P#0ko*>(%+RtX?1Yi^_K%()xhBm+@$>O=
z3RFyFqQ3_!M?JLS!l587Z(~O*xrq~Log&DQm|h@BvRBC%tQD;{>qJ$PN^>mcw5PSg
zf1lh!a9xUQX8O=_-lAJ{n{PvgL69U}JA0nG=_PA$9F<HqQIRmX03i#zK6>WXA5Waj
zYtu0K!A0}P`s=T>7O17D67b<QT`rg}s1Ex|Iz=;S@z}6Im^%i*yJ5g`0N1jgby-n*
z_aB&>oOUkFt8K>a(}Y&-UWxlMBi1k7ul|kgP&}N=I|HX6C>?d6l#3T}8iGV3M14eH
zxdyrNR4!<`aRntv&sa(CqZ&n$mvX`#=-aAAp!}0$#$d%#da=6so=`cm>ap`%Jc7Mc
z(Wyp!63vQ-1wT8-Pc}oQB85D%pg_=e!Dy;5>g}Oi4Ethp(}pR(_rq$VN<sdIT#GVv
z4hmFM%Ru^W>?7Y@!Dez5mGg+83~e#Dve|X0(-AFlwYEaZpI^UF7<zFTxXafwO-flK
z4Wb?c!WVgFHpd*$Sxq^-v04V4@&tW;2I#725j)5LTbC4`new%dsuqE=kyh4<Wx?Fa
z$C>W+Q%AS0)Wvfr%#BTCh`tWfr|$raiFN#_NTKxe``^Y~Q90n4pGFn=%c#+}SB?}u
z<<i-b4}#bm9?G25ab1WX;j-3sK09b=w0v=lIcQw<`3^)JL|eY0xj(pP4sPqLyepW~
z%2kV`U9j>mi}&(3SgeyJOzJSp>4|*v^Zk+G(h>y3=n@;|VyQ{MBd#7ve3Z_OR4=%K
zDE9c)ZFHz5la(J|)!G3dZfM~`ow^(CvCp(6Zz#SUaQF$AvHm#fVAkI>Y;l~5LLGBb
z#o8T|mAxD>S#K++=qM`~9Ee|8YA(Zt;ly{7A{#4LeaEU~Wpu-GgU!lts~7%_TR4?k
zC;CO%QkS`Q+j?LSv3&fYbzv@;<%lMF0*wNRI{xW}!aw;v+geeXX>Bw@2zC1r$@qxe
z_nyNzZXsRHO!GdtHBm2%gENNgIwd|t^>MFBJa*z3YL!d1pxE&zX9-{5^iF9zF*M6;
zCL<5iylN8U3K^<B%8bF-<T9@<xoU`Qk;i<6Kv|)K%)-0#&Hi&MqN-)^WpUNxVFpCR
zwO<(Un-11Ypf(iL!kzXvXK9d2shiBi4{+ComR>gHY|tmu5-X;Xqx@P4?RFQZq}ZSq
zYT|28zTY}N-L&@P$wWDRjA?;B%>x6Yr7ki2iZt?D_2>^2>jOW~O%TLf1Z{&Phv^@b
zr>xdK+ia2|=QFsAPMG&$b70TT`c)XO+PBC>vMD2l$tb}Ku3Alj;V%@Lqz!~ZD_ik>
z;7Y$8K+2j63coc+R#BapA`YIjC_^<b>ArMXC=X8BsQw)r-|f(*ZexS93X_vNI%y@A
z8*_`Y(XK*zHfO>`FE6S?>ldLTY}6DGDXqaFW0lx4DpOS(7kT)M^UO0l=1{jvBH!N~
zG}y$ZTU76WPXITFti~r-fg2lmNwe#^U^^fFv#(@{m~PP&{llTO%vo4a=^|nG$%X4D
zvXR?sb?>T0k&Dq3Q~mSl6mO&mnGLy^CCE+)CO1!*G&g=mny6=kzVp_mAWNL1Re%Dr
zfM1nT>lk1Yo3$241!a~QxeCZ-qNjXUFQ#`MygG9etYfl=)C^IDPv2|h5;Q!D0udsv
z7iVkcW71pn<uiPWEh{D7Q!8apS6Ys4IC!O&jc2HQicYF;q<WntM<sPm<B&h(;BQ?p
zme!KhI(`+YLH1>Rqy`3h=Xx`kc7Y7v*5Hi<Uygm>{KGhp<XAPU2pmGzvh?1NG_K{m
z&p0U#ACC2G-lcd+<+4e%>$+VRtIJ4dc31Qw44H`uvdNbE<{VJ!>1&FR3RWZn#lO_2
zgtPrlED`<{On@q7i<zh?89Yvyqf=NpnJ|D`7g|VWMsP->4Dwpi-MMow{r}hwcl*7t
zpi1k$onC`Mw!LDyc_lP0wK6Lok;G|8rxiD6+lMk^(e51WoHmsSB+>MV&N|NDpIm-K
zPrH83?J$R@9Ilh<gr_GiL$Y1T>yOR$w~bq<5bj$uHuNd__5hbyPF{d)E4RIC*k2`{
z9{)jXkR0gFtU`1{tpO_rMq5{LsBZ6*Y)_y_MASyB6USHpQ9k&y?AD#|YdBYUn?igY
zI>7UDRKzzz`q?Otv^2sN%g<UV6xyGy2KB&yq%Cob<MA?=4NqnrR3P3$+R*+gD*qOC
zhu#FYcCB2UyE_||C-q6P?=hHB5}#f0MM$BP3_&c-R_T_p9wL9<I4rXA!{F^esxN_Y
zv>P8=HT(zLxF2WLp5hpYntnielN)BVZWnT<f)P&kUX=|0K`ym=nL@U+9K}PX%pr+6
z&kkx2T~%Um7P7$=F4c-B2sx^GUuU1@Ux&@pX#uNBjuJPY<W5Qb+2oSv_~s$b^ADcX
zBZ<ihC|B6;)|akPswoY(#dn_A!9oQ9=<@E#n>Sx_caiJS*QZW&FrPxHmU`HO4!EpG
zCjTF*-hsQaE?T#aZM$OIb}F`Q+fK!{Z6`anZQHghMkRGq?{~g-?)?L+?Y%~uYvSp%
z52qS{u$giW8Q6<TWEv#`js$7a*OUZzU20c5OK+N4LlegVbLYrh(X$5IKyF}#X40Dr
z>zTXPq0HgyB-UTSCwzF=rmU~IA;VZTO5C*qq8uzq2~e3Yb4TR%_0$5o0USo_aHnjJ
z!2=laSeb0<)9f0{w8RlYT&R*C`MdCgTku#}1hg%T4vo37;-7ZrGGAb&#h&ywrIKJN
zYUIc=P`kK?HpF|FrrKvOg@2)I<jq;lC)eeyg7HS)>xIZU`Vb}u?|{9&+pNgU#AvBn
zCGJHe$jXTDmXxd-l8zwYf*6SUr$O_L5`clO>*;~rdR8Q?xSGjf@u0~R9T&r;;<$;S
zA6c>vo%56%Jy08DXvuU0uqIVObd>V185W$n-6zz?rlpehdL=R#GSZ5CCyGx<u%saz
z>xnSvtI5n((T1ChWy=}0*G?^qexNLbj0wR_qCE^@Y4M^}AniqgOxi-@)Tcmk3XuEJ
zoT2hTq{&n4@TF~&7x)*5#~*^9;ia(z;usQbDyXxYzb;NxI{iwvV=ezsSP;`OIfRra
z!h+E_ByECk*wMp%an*1?c~vdqM;Bx%70Qx6{~Lc5^+A}OLTAyTNXMt(FQSoY)UkqR
zvoWNg&5y^vZ{3W6R@CHhgwK$lxu1_8zFJ%*IWqG7oUB$Ww(wc7QzL_ZWn!prHhz%s
zQMkip4}G!-jT$&sS%pH@tjGpG%b2vg?*o%WS5GY)&BCI&;It0r{!5Sh9xZ$d%Rfs1
zmXxt+5)<wI&3U+MPloK+LAYB6m!o6LLdfZ!G^vP2V_KAd*!Z-Ke(1aQ#IZk<J^ZYE
zGIM9ts#C*CS_BHupz<$3)G5-)NpB(I;y`0!lPpP2-AajUb>%h7ddKsG?OELCqhS*s
zhecL2Rq7@*g`!kM%+(M9!Jv({I!E;l-ze7V5}y^1k*c7N$W^d(apX#jwI=?RIFMb=
z>t`r=Pm#t4*^HNvPIpd}a&8I>SG<(0WF_OqP~~}7wqfHgz6gHlhr-oAJbXty>61x-
z9=#4Db)w3ouyOn*E0K<t3VaTU=VvgSA$tB4TOB{03&pY^ilNX(cJ&w7Jl3ePhvQLv
zs(}om21)hur6F(DQ7V>W_;*8EQQGOo5K8Eon-$*ikZ>7War7PrpKjKg3~|bDs9|Z0
zFp5WW@x=7ry@Q@VdRkV&C#+up0C40ulhEcHWe0M=c=!bmPO248H2j+JpTdcCt=F>v
zw)D95?4<2`Gj&+{6!zYmzRluiN5MPGfL-a*!2p^X#nEfZEjExze|sla1+Zsmv+!Z$
zy*rU}o7n^_5q&Jji-r~KDb6oZbLVurkzK==%KomRp)G}>HPQe`3moM*sM{6md5=wi
z;Gm6i9?9HuCu^5^$xkhH*Hwcm=86(>)4Jq38ex73H*|Ptjj@1w9Xdb37a;N=0~~1l
zh<>Z6qOFTJ<V`9(3^SXDNxVeDh%iGgVy4Zyl;U*kD9=E<H08rENSNCD$1VuuUR=F5
zPK@_=C65GCJ#mHpbinu7GPt*YSaLtAlyXdPOaks;6pb|<Npr+Z#9cKQ4t8Y(!P*X>
z;jic~vW2E$YF#*R(Pe<XB}OQe;DIstUSkt`!djf5_^_pIZvhSo;tj|5TMwpuAwAya
z4(zNsK;}0e4oJo=5a3CquQ|TCS-k~t;5?m`sacykwosB=2d<#;n=Dttu)KZ(do>(|
z7T8vcAqbYSZBU!9V1*DcYe;4vt|S?y)3r`%8IW1fJbPO|;ptp7Yw?83651AM<bdpQ
zO8e*>B0#|nQOn5nZxFFy$zM}N_OZoLXZ7{zB?3}t>ydTvQX3V^A`+-lkEELUS{ebY
zaSE40NnHcsXDz6`Wn=t#xRL2o->!M{l$NGnQNtlP$AXT~-(?6DuFkf%!!uf&Mzxmc
z6GqTEwqjb0--pm!HWY=2GTk=HzjXjT4Ai<L9(0HE|3d)pT<;P>El%pB1)sXqUrDNq
zSe|S4m_2{(WL53FMK9iskOftEp^k41)dUK@qX13|$<Q!$2||t4h+c2fVR8?wV-jC|
zm9?M%ZZ5ERz)X9S=!MDUyMw^o`P)eX)H!cv{a2yD3BO@XsayQ-5e8&cwcbQ7GPa)w
zo+C4^PFdk56j+7YmGy&gJA^J;BJ{{QaIKT*47zv{?a1$qBoX0y_rCgm4AtGtHLA`&
zsoH3$8H6rE%hlTU5InA%Sn|>SCGW8<Of4AEE^L<}`{i;nxP~xG(NAxV2rBVrLBgg=
z7E!O=;#wdq2bWPZMnfosI{izG#a#a~U)oJ#?+6x8Myn0{X@geaHC%o3AOwH5&}8$u
z*!&V<Jo*U?vdOlw?%?6=s^K<!^<1FOrq%eTL7KgiE5@<@_29+vc0!INyoE3&sSi=V
zTd_MWF5=tVrR+$5%P9`F+JLj1;P0s(7?u+M1_xNEM}L0~YssitrH>ZG7NN8>DOq-7
z<McB@^BDVQKu5-@6z`q)B=R_Ci7&Y8_*=Sp@9CKv7n_@BFdq=cBGav3<`aS)b4Md%
zYG7Ku4Curd?SB<GLn|Sp8WP^iCPE&2DD=WSr$jc~;YMa<Cc6@7r+K9>K)}=kKNa9w
z4X*^~lW~^3=1F7^S~h0Oma=e~o@f-x(i(=_ReYZ(dj!o{hR~96qMkaK4ojnjJ#k0R
z<>5<;J|^CN+<O<q^d)pkNbH+!R4rS@kZ0=`m{sY58$a+g=l+=O&C58`a2d2QMyvMq
z$d`2J9taPG8BAteHy`maP!2Cak&hiGYlOJmomn)~Y$S|dj}W!ZVekHl9}1jFcd7s_
zuS?mps(V<i1aQQ5^Q{xit6RwNoIVG|KM<)wi0sQ0r(I&H^MKW6P8~~aHce;n&1-3N
z6A`m>f2D`NIK`hBDu`?ew{(lPkN$8icb7T}C2k3%ENb$^QF?DL%;Zn&zuZeY4tX<R
zBZ>%9erq&vMl1}~=dBL~qs@2W{q|`v9Si{f0-!2ft{M&dZ)*u58XZ_EM51#TXPI^K
z&NRB`h%0?3)+C7y@P!(ZRvo#e7jDpOp+%}2u2`o}D+b?o<gAuWMCBL8b~rsF>?c$w
zG4RGx=2q$u{|^<@m!_`r0ru)es%tm54OT;6D)SWsKB`@EVN<^0V_Y*x=%ZwxRg~vE
zoX)y_;uS3aOqN@QLaC=JxH48qEocagD>I9jw_n3|b;0ZjD(_uH9Thm<brssdGpu@K
zVB!nyH3uaTpfiR-6N=xHxe3_Tk+}Q6li=}Nr<00+-9Zp{y7Duz97^&cgC+SeHdD7i
zZD7|vUqXW?CVD!dK@dQiw`j=r6}T<J)9+9G+1N`adiJVxKn$h!YF%>C^a}pk>#D?t
z*Gx(#N0`N`S{SUy^ybB7Tgyj!d)0$2s({YlR{n;iQ{1Eq@<F>MF`7dKFb!oJM+*vg
zgpa5Ox_fV`@cD_QWVs+vw$p0J?Q5}H$RoR!+{qp41l&lh7V@8N(v-G#MbYc;2--W&
zv^*a@a664kK>-RVUe5g;LiulCq^^N@k#{E%Y@`N6m^IAJoFuuKTGx9AE8$4{lGTF@
z%Z?sfIQMov&XNtfu0wTj2`#ElBZzN$Io#Sbq78nb%(bP(RZJ^(7#FpT#cvEd6_0mw
zt!aI@A}HunnG;*osoy#996NrUDcdH_S=&er!I*AVDeNWw71Y2BiolvKFcTC!*D(9o
zcLQtVoW{Ru+%ZBelkv!Xjxv>(?D7TvNUD|kC7jJbURenXd!Sb;e|8;-*-E-wxZ&n<
zm_+4^MkqM5HGQw}oWix9!3soL!OVkE!OR^yD-YIfV26O6J0#lCy&71|R1svcFYp?E
ztq>mddF~&6dqX^xVd*X1TQ+Q3H<x`x<rr)|VvU4v#}Lj{w1O%&r124$H5&LZRY6x+
zckpm9p5P|VD~v(*WI$Tdd}1KT&!dSXG_B!Nv*?O*8g<*QBczi7<{DD-rL0I{-IsuV
z2To1@4{KG}v9oA1n6&B0TR;7#h;pTGsl1X;-^{5(6z~r`%ekDu#ifmr@96p?vm$1y
zY{s&#?nnAMG`yG~TSyaH1skVMDxFlSlPmqzn0AZjm)S3cML-a{Fy>>X<zK@+0jx@?
znQ6DY{jT|b2i9$Z|7x9G#^pJSPe~v2QoWQ92LlT^hEwzglYG<QOvCGK@${yMgHjid
zs2-t}Z5YKTdwsmIjbOV8Xrf%Bo=A{(OOi*yFl?t3Ays1%`-v*rxL!>TO2PhvNq*V(
zL^r#>y9qO+QeqGrZ^&`&7Q=y_4k^iZ%1?&~=M~J80n{FDJiH>BY;oAA0K<WF^sST;
zZdeMyg(W{SNFNJn@zoUMW!Sw4CA;@0aXU5d!~ipk@cVN7#(QG7j?G`HV$_8JA?Zr!
zZQA!HPX^wnOo}jXS5&NLr|kO~bpZUO(7p|Ug{Z}Dfz*%eRVP~`Xpu)WD;W~?W%^qw
zus+SR^4~^Jk2-^&-)nDD1nG7FzI=cQSObNJi@RTKrAr$<N!7vE5AHRzOL8i#E6`gC
zgqx}&S$3?ct~A0JuerPjk6`6_re7&7_}C>jpXI&GO%?F2zoTQL+pH*fG>h)qMDDt&
zPUzI*BAv=Fg$!OSDk<5~wWNZG>)61fMhZw->o85F6Nh!SZ{ctHaZ4IbB^0{Hvw|4c
zNZ2@dRLi2+K8r+4o-l<`#62^UUb6M3=;;Grx|URSLd>;6!OnEr!S=Vm7ZnO#$U5WA
z8mP12)3fBIA`X2Ob5-&2>#y$ol1v=cU<uwZ)ZuDC<e4hlaxL9fK{wgL%ZFZh+OwRr
znBRkr*@)VBoE4s_?{LZ1oD=p(Lxqkjs+yx_H*BMdJPsTy-jq99^_bUSc&zbXOz=@K
z&`-aIqaeX<=*sO9&X6mZE5q(G_3$)nRB7zOzy)ASC!&Srbk@;?aKx+*@u*RpTIN7+
zm|<yDNW~kh<th^F!K?S#oB3OCwC5^G8Vw2^`=>OwC>O1iS>jHD=c{TNW8I}5?#)9t
zqZyo$nEvV9>^i&QUnMJ<R=aB{BW{LqolKg8xxk;$MNm34Npv>0w<B7Vxqkxt{)k#C
z9}|qszySDXuCFLQ``T+)K2T5BNYfl{?KlvgDT9QL*_<<h|CI7{04KXaJQVTCb(bK1
z<To+~9%j^e&!n;^kFC&>9V9-rF}8Ldb1o%Wb@OQw8O(Th))44bt`)Vt-bS?Jt6f<r
zp6C`+0+x}Sv++{pzbnIAsQ7C4tP7&YJHsPpMSVM%8B=K9p?^D53JM_M)fpn9?DV9D
z7sAj$O-&JJJn2hOiGs&v95Jm7z*TL#G`!9S?GzcgMkO9kqP+}%dTZhs!YE76toEO_
z*~=K`&Yo{({;iG{2WE-timOCk!Bos+H|lok&=fvLaU);o%21T{mkRL~IZnYn9!|#8
zvyV&D#dm|gVX?Lz-_i|p6M!9WfJ{<ysoTt!6PM!%->msLWyuf^-WlE(uR8EmTgEDD
zt8w-n?fY&p@Af8OnPJl4c^x$K<S6H$mg~&LE`2Q8P)Hh;of0X|k*BhVuBsZtJn&q;
z9O#kh9jgA%dGFEs#U=50(-kzs?b7XXcwg6(RkK#@{;pYECrmcvW!q|PMJs}bmHNK5
zxbB=)_j+#q`UNGV7)tRLS865WuMcDF4MMp?Ao0P$UvbbH3Ek{{K>a&$E!BZEvLjMN
zS*^>whmVECPEx-jZ4l$B!bQIYV~Sj4LF+?Ejwdl;5sOYifR%j>YBD^AFxZrp$>W91
zGJo~O#A~|RB|CI3>?0*7<6Ay_SQQ+agF-DCY`$YL=7bA8U<KcJIE`_m$ORYe<AlnQ
zvOzav>fI3X`t*Y)eP>zIjZ3{sd_2!4odQFZQT;>6G-0qX3T8txtx03ELD$95bqc?<
zy1!Z+YE{QpSu1F{WCgTk<b3HdF)X4cu+)p>1KK5U^XSX3Z7SC6v+v!hwRacUdv^IA
zr^CpJIehKJ-wSV@2d1^be<^m^;<>=zw^`%+kX0hoF&Jha8UFhk!aE%(1Nkl#o6Qd$
zG|Bew@b+#2Dc?CtYbQ5>)lwork0HjT;B*{mEv})!X>0YEY65w<6Q}avMGszT{EQ!Y
z4RF#pY{bnPK+jmwW=6vKGM=RH&r%^D+!w%}SJ4{A_yc0N&+2O!3sE3&S#t5=_oTdN
zw#f%AltEu(Bl2i7)xYNz{?GI1kvZ2+s9~LXIv4)Xx1$w)%bfP4pt3a?*YI*8$lFn{
z6Q^N?4SLU7J|<Zd<Ks%y(QfOZ4n7WEh*9o8O^N&5?UlnY8^L|_$q5IVzmwu@Ap@Qt
zl_HLT@>OYVR<|-=_l<-|VuEN4Fw*N`2QR5&G7G)TU~(T%HryF9rBTgOay`uJFg$^M
zi$o3^HTx>MpBXc0mqX~*^5XGFe@qDpBVRPQqIN$tz>a<Y-#pv<Ul8pbpEyVP{pbHT
z0>9JvR&@B%2HyAlzqvIZ;kR9cPeRfH?O*)<zwtNiznB|C$W#CSjk5{<c|iz@Nm>63
z@c%az#|T)xeaS_rdUN5$i5Wc{chS2+yI(Xc<7cq^g+qEytzGn^rK<g%)=hn!USZ_W
zuT#(dSw8;FFc11f%6tMccoH<W&#_grU(NndQ7y(`uyvWu#EVw3JvO7wJ&a<GbjD)i
zNs;EqT1XnePvUejlYv%jd6eazsf9+GN}RZ`Ax9wxjsB`}_ZD%KINi<!w07fwaPjLU
z#^ZNXcjHG^K`^!Fj!XVCzZl8i;04d)@B5xB4y_osQx9<}T;EH>{!BK2$E!g}s|QsX
z_EADpF2Z|~tEQOdqZLlB9WbpaOUdJ?Da+*c?4LHP{?yy$Ld33Byc)_fNO{&#G2KPo
z%U-m84XsHXPoEUeCk#u(EXiJ56;aTcFZPX3RX<a1>79i$JzGD$;IJNklKc&xyl0#K
zIN7=qPyo$SKWsil+z;+$R>9XyE%6e{>2fzS&!xTx&(+FAdsG-b?_&WjpoWW(v}LU-
z4y`b+XHMMo9lfJw&Ilt(>NCeKQYEKf<6T}}EXlFbi(P8eLFf-*#85XK-yU0g><f#d
z5X}2C)sODc1h=la;Jz2qQ;WcD9S(pTZv7Q*ZF{SSDCjR$$x(?7giNV7t8TIN!gSeA
z?w}7~H!hz?gtKPm_TaSU8=Xc}<Y`C4`<mVQUEKYu>OZ;6pN3qbNf<C;xl1Dn<XjQ7
zOGjS9dH0NSp|9ZKA8j}$Q@G+jO;k7u(jW&FC`1<Mko(rw_$h^|h27((=8NQjiav>f
zWq3KeeufW7#BVU(S@U|f6@kP=%=$A?A=R3pE?1AR;V4iqgwMVB;VesnuNz;gECMG(
zDNoB#{<)3d!X!n?`_l;CPzIxR<92)B!K{Qw^X8><+AC?5Li15(azcAwT;&aGW!0kv
z2S?pcaGQqJ|LNZE*2`w2aL0AjJI)%^T#e=r`%Tjg`^D4GJ4^O!4~3G23>=;x$ncu}
z-UPQXci-$&yBxtLRhk%ntbPsy2V-OJW<RoO5dEz@yGM#713pdKVajn=Y)?Nd(o56z
zBZSp<A@U5Ko81GJkn`uxzkh6m)5pI~mNt2q_<~9AP`GuaH;WHiw~mhh`FifobNzE#
zv86wfO`kJM%@S^X5lly_1v3GIq5vs{v^!tja28cjQU;@<j6?Li?y5*+Q|Fkci8V<1
zHjThpdT2i)vD>T{^HP_rpgp=};PuW_+p-z~^R+u)CF5eHlxuJg(_-6=saO+5*WIU=
zgJTijbMh${`zoY~68waaXp(R}(HOtoboVO^O23tYSnnX0J32+mcS>7Z=GT^t#KhAV
z%8#^H`a%A82x#<nFmOy#vf)9s0wqh@D02`7%46<YLW`PRZHQ+yZWpQ%zM$H!*uLsP
z9wmm&!qPk6W>(TtDFODfF6~%ahvggeE7prU(`zy4o<-P!WOv(HX~Lv<Rwa4+$c2_5
z-I}fV;>8ZrDFfGrY4=#v^lslo?`LoMx-GK;fyw0=ZDS`d&TF#~qooc;7Y}MJ5{Jw~
zk6Rl^dmN&|8`XEs&C<xMs(ZC8TOn=8OCU9AkyR_u^_0(S1Ge-TgLbX3-v?z^A{iiA
z8=wIgkP{OY0{C%#c5>qsuj7B(GM<^IpEm6b3;~`R^sAdL7_r9LKkEI2?z72V35bk>
zJR6zj8DaCmfc=YbY(%=CDhi`m(hsXLCQP~Opj723Ks=DW##{>2;OSEnhM0O(5Z*u2
zua+3n*=T4wdChP@2LkK!RL(DX2YNfH#Ol;W-yUAWLevP5Tut0QZ0PzXhC5h9Cmd^+
z5t|sa9X(kc5s-UdB2fwsoEchBSp*iarb=}WUt1~OoIel|tLg2V=KU{VjiOT$`lPR#
zv(1kb9D^U4<c=K`0cA?%BjU;X{p<<k*tf9Of(PM1YREhgf`GJ)2r$@lZ9mA^hxk<L
z?G;-KJ(<fQ8vGQmt?JYbVUv`E+*4f*ATDy=Cr7cy@syir&mK(?q&+u?Yz^;(6tm?-
zT+}D!uIww!(j7nL6m12y%!gB9Z#iNhSX@pZY|o4?kl?+txl}W-67_(_XLxL05(JqO
z-_eV6V+Crv#;$?JP4r=^mJuefAJ5KBe`5+<!{q9qa4t_!@JiAj;w>|08tWpW6I@Ho
z-7j8*n|R?l68df3Mn@>|(y+9p1S+G>?pfj1oR!!ite{}CzGn>10kzn~<@d(A?#-AS
zsy$jq0GFihUuP}Zch@U(MM=O{@*ly45gY#Bf*q0(G%0_tJO55^4Z~51tqVQ4ERi&V
z5?H%yyl4|OeaEfHs($M5h`v6}JJ<}TW;LWgLqB!~L8H(baz=IL<H5__e~LIQz^yi`
z3G8Y<OoGFDU^suy*m2Dalw&W{z1DCL&6k^$dra^9Fdh7kz5r-h=XVab`)H<AK~{Am
zX-7H^H{fgwK^lfBeL*heVO{CG6QRA2JBFv6Ze1<QiRjxuzgj6YL)A}1E%>Wu9g<l$
zV3*mY5BV*ODuR6yi*~_{mOi)p-J+8vhJ}3Ki2+UWt&}A}KdJ^i#UkwSeBYn1m0UhC
z;h#UVf(^3#k?2vdB#C*XfZf|FcqwR-w&JBN1v{8Lpb$1FoE7+e@tAu=jY~0Ra9=#r
z<`}!C3>j9_)&)ZdGz-i!V<By1gPO>zG=Jl)qP+Tg%3DsAU*8DKU>@r=J2Q`*n@EC7
zU&j+6+roQZC5Ssc%Uq@sFn_x?;y{(nlJy2I7C>n~JIe{ANwwxfv8E)UUkFp&a(_C6
zJbXaZnwu(4RRJ?p;o-5SSdM$kseG}B6|~Lm)$$5fHx%04$1k@Y>Alo+K%N-sSs2Ch
z=pBdZJ^_~{{<*F6+jKM}2iHhIT>NUiE=5*r+Q_v2VC{5gIeu0KKUJ~fQk@$*i*Cvh
zJ4ZdTV>sndRB6Ql&+F`{PTlJ7>fZ<gb?XDJsx=_h%Ik`S@<F%3Rz@CM3%4Ls3;J14
zA?i;4Jw1DQ^@%|)qv&|sLzRU2S-tLbUmTkSUUk+D5K#|~jBhZ16Ep@R98sAutZA~~
zHrh~<`f)e(aWPT*qtQFXHOBdE;t3)E%;pDGQ&8G){%hXX%im=*PqlZbzz5ltW|S68
zIpH?00X6BG&>VKu<l;#Ww^f{taHu5{I~BxzVHFC@lNUX8Vt(WLk3~0|@Cvtvxd%G6
z#)-M#AIp<I(KCj?_H9{d6VlO@f6U7nu}<TwT;nRARHU4l7m>RXni;XswsU7?aja1l
zb~y<%slLy>ew!V*J0Z)xx*bd@6VWMiThY=iwz~v5o|m=Q2kRyv`-}PAMqnVR@|ZP+
zR0`k(gE<^rhg=vb+X=F>kQ1UEWEKNG=KU*b`&3q^(=%^B@YucBM0?0QIPnS8wul$H
zgxxXfcV$5a3LWuMRG>^i5G1*h6E~|l(eIY*VCQnvo7vf~{bEIMHGv$6{QJUOyW2{c
zAg;-N@U<N4zFpk>(PM|!4w&apKjtQQnT%LJlPD;22pSKW_7YkY0dQ@N7(t+AmVy4^
zWZq<3{tvZitg7T1jVz)QGUn91dH#6v2|hIJpru3Rkt)qzT8C-T<GorH;XyGEV|s$!
z(ce*6;Srf$HQFNco!ho0meej7w1c&=5>d5{Lpw*(6bhKO(*~+u;Fj&Ajhz=-8+aYJ
zX`a?tlkr-stwIZFyR<RTi@1l)qI)0jT$?WEvex{8f^r-Ip-r;}Ckx%h63nLlvF)|g
zoXFJ*97Rlo?7Rb9+ZqNm_0L{li`958T8`&f6d_|nDBg@^(~092UPtRh7{^fMB-VnH
zN%i!5!phZK*I}mW@bBs0pHW91Am$~t&SVur9NXA=%K~|C)<pw?v_)@Psx#LOvp@SS
zY!R#)j+2)V`>YYoKMsG_={~P@qLu&hjmX}Y{*0!PrH%<$H$>Fz(<`11-dC`m?aRhP
ztXlVfff}2p>5rNgIEKM>fAoH^LhbkaH%;J7enM2$t4FDC1ok1&F{0<gXSx<D#6Tk*
z#Hb*nqE<3~vTh2eU3#q1UeU^cy7SWlTShF{I_GPY|9_eX(-Wq{>XpoL?p}hI@(B)%
z6-pFm7a<^wx9%y1;T=k)*c4*uY!7eXCIvfeR99y5O;jo_DWY+k6AV$G2Uu#p{@kPv
zkdik9{|S7mRt$(q(W&|$vYxqBAm;#|M9z4E7oJ*I${?i(>OG8^+h-OR0f)61zwPKL
z!T23F%b3Y)A@ad>6!u(*s8%yqmWPRk)(BXDrKc=u$|Ec0%gIY3cmG$7+Z9wDm+iG+
zlH-MgXbyxlEMb#t@H(Xr6p9shV||t)IcuGtneK7`IUfzYy>;+#-)l^Wc3`$eaaDh+
z3vj>omQz9Ev;(rFNr**cBpm~{tiy8qqB2Pe3#b}D!BWFZst?+&DC+J})2sc+O^_K)
zssvx7H&BZsB4jR_X3geF5Ek$)b(BQ^BLxg&%j=$fzdP{>q)}dNi*oxl<{DXFNI*2B
z`Cr2ock%&ZpOpILt_mv@C~B;G;d5&r39GeS?z##I0Y=NOQH#kH2nh2<`sd}v<P!^r
zx9|1Z>u<Cm#dA*NMn<S;5{1$nFX{*lFB0{pa8Oft%NEq)DNF4NMSoSj8A0exGSKZV
z<}T54YLDO;p0{pIEm$6$j?r%<6lN_N{AO<QbchO}t~YQmp70sE3J%1Gi&&LaHMHZQ
zxyLxyf_AA~4O?PSy46*g4brCYHaq~x>aP*T`_C3Aw9rLs?5P^4zHhH{fZ2h<V!V^G
zymCJ<<|-I)!}GvzZ(U>I9g>7J3wCFi`?l5Ap-E3~y#e65N;_J(l$i9Q-7F1osiyn$
z1H!^BSZUrBWxKoCW-rr9f9)D)^TGR!d1b1rfm0h2ah|SQM2_py5#hqJp?1zqQSKp~
zr<0jKdXZcao_6Kbj7rT4go?JpPxOKayJA&|WW!-8E9vVjPpC7K#xqUGHHYSz_iAeo
zae&u3OAF;pDGXavy{VqqD!J~R3l~V^;}>MfBYxzpuKj%S!RJO58rdqRY<kd?P+*%%
z5<Y!xW8aNI1P3dF9Hmknr0<+^%{rO3gBNB;Fg3$MqM<*MI+K)|UIjTZoNIb=NX0J3
zR!`eng5MB~9~onxW}+H+x^<b<eHo_nx-ukr8XFn7W}3BqG0m4F8lA}4&dc{%`h%;<
zOh5^imf5Ut!aR=|5fflPYQn1u`)q<jgfsx_wBr#1qEs%wgtv~>g5B|J|Ji?OAag@2
zGA+KkkfNN?(~p50G_LBY8ZF&y@J8VBa1k%5!7pKrLIuvQhgG{cvUDPU5W;E|dwSie
zB`LF@XmDCeC{wQkkmctr2(+*gmFee2Pzjub3oH>!_A#%QSQcQ0M8)A}Ps|xl)N=+D
zizs3o_=Gkt&6?#2t{J<QLbq*C?CY&J0xURz%%n|dBsa~G`THQWR+J`>9zi<A8J&n9
z{~N9Aqgv@D@*ehGLXG)YernsbWXX$#_>{Ac{uy%L|Aiwgdx6RRvLvjCD%q~{`42Ft
z1fSPX#@XaJbSkC@_T=|LW-|_rMbtO(^gxIFx#ob-xPkNd!T0Tkhk+las*H!TdJKXF
zXP{e%P=oUO$&SzSELdc|q%4w2v)nbv110EUQ914A&Z=8SK0;D<wqoCMU|FFF78Zy<
zH-bVkIpsq%iLP}Na^5X0|MBF4;#0aV+`~F$NB}(gNDcVvLkI9pP2F072Zzx41%H3H
zqcsO{BIA<R1CerZ+#()bxxfrey3&wDKJ#y<lnl-1;%erxlcF?MQHcpYARBvW!dWky
z3I!W)yEPdyet)^3I8M0O*_3O;XQzMKW%&|bSjzGAXu9X@BR!%)>*;Dw{yvCzd4@ng
z$=>~F)4EL&jtnb6I0HI+Q!v_Pw=Ey3c~jZ~kC^7xS?KsaQN)kNs18H0PYG%gJzoM2
zyY|gK!Dnk<a3=@1^_sL1wE!bzIX7h1ewt$@Jl2p;>Qlr%j6&FZWz5DUyMe<L9d9qC
z)>9b6Avv$+V>kvPJPuE%!(kHF&Qt@JYQ7&os8iumM?L^V|5?oJ%2cX>;T(SFD1)cB
zGN^JN$3|#v2-uSgr_`M?KQ!!Jv{G1%(6U-)NOoNleP7bK{rWCsRi2k-Y8WV0D1nN3
zYi!Q_&V(I_m03>w9I+?*DE%XO7GCGrleeTjzP5@e1qt-}<BnJ?At5Pl#74p26{u}e
zZ4@z6kH=NQ1CEzD#1HOX;?l?|e)cFNX6C4x$W|qT6IjibW@y-F7&4yoh9bG+qGSTQ
z^rW}a6n{H}ubgqx48}2h@S)cR#KCky`Qvn8q04Ei(WyzvA5MfC1`8`0MPa*gn}%iE
zH*1IxDAu-3N!Ih%`4OZ5L=Wq=*5j7JBtpEMJUL=K!Bej|9^!W+_nUcqVJn(tg^~)%
z1sLU6%&^i%4$+?~{n=r0<xhT8ZA8V62<}+K<!L}k$pG0t>O+}M^QnDB%&C?2F=9y1
z<~A3`#h*QR#iml?F{Y0uE~&mZQn5gfjjoBBJP|QaN_MseAe_|lKJ)e7uX87%!`@p7
zU^%Ny^$#(grDbr^Wd}_I$xcA=_h8yE^WVmaGn!P}SE-i!hyw@0Mh*$ys<QA?&EyGH
zU~RL<38xryWu>9C#?Ny%eyfw}E0uU9l9Va2<V<V6F6~|p8@z()5m1M``CGv9K5fH4
zw50P8Of6I;XEqb68evMJkofI(LC_QcNjCs<>B<_qk_bX+msX@lu_Y%9$beY^JYaTP
z&zgAlUTkKc8&l9V_+)^GSI2}%L4AKQPPRgqaJd=)%TsdTl(5><2`NZ1Q2HykA;<PN
z8vB+Zu+VjldHSi;4@&3CuRqqPSzX3N?qoYJOaUlw-Kw3p1m30rn<;1?-OFR+>1Vhm
zBM;}K1L3ap>y_}esxJ1^Khq=tJad)K#U;rdEvbjYL>E`G+0o@ILVDjDonAB}g)r`P
zQ`ogI7;E5m!)1f4IX1gOqa2gr$N#(yOUDhw<t?KM<`Y7ZDU>BH!LjQ*GEk;@<_z;c
zK;~vsmHI+VBSW|2omQ8!fyIv_7`U&&`CXiq$N6qhrp@exF2eSb^gGHJRlLX+c+?oN
zo5%2gih27}&CqhHKvqDjzjr&(2T*-;i1DwJT72BL0H>bm2_k<2<yYWL+Qniup7m4(
zO>XYj<&_bs<{f`%r7cIPKYAcdf572)xm+<G3LNjNM!DKTF(*WfO^YpOt+6}<`Xn|p
z>@Q}-$>Zd*j%}E8`pM@Emg~70Ng{rd^npcG3ziQeyzscaTMVn<yJdY_3$n0Svh@Gp
zd|hPF`b_m&o{N*AAV)$c981#z(Z=M=nmM?E{hc~lhc>ZH|G`eeqPd7iBKEdR8CCZN
zH6MP5o>EI6Biw=lC-FQoywK|Wjx=@#f$$Mc0;`2<>6a%t(IfOYbm(1SinxT;(C5yw
zL)38<L24A?TC>(MIq%c_$Y0gI?IJd-iG+|q1veX*ayVRYaRncE(y>d~P#&$4OJ?n>
z0R!N@uz79^hKW-^{8uOi(=O;Aq$%s%GptM3%SKzRJSS&gHe3>#A$;0i1bn7>&g9j0
zm^rs1Ou~#cF*6WFyv$h{pt00A`YzNs{BZDTv$~n<DmiXbi&SH#J6nbmbuRLTT^EO@
zCtN`M$I0AHC6CH(3CiFE^AniigLIiU@g8dONs83!;N@dou!$Ze@H~I!QWe}#)dx^R
zM>4yy@z}w%g)+7r9F>I|kH@*=va5J|Yk%wUM55DLfUr_t4P60e)lv|-l$*`0$iFhO
zc3E62W=iwc5uxOGY&_z)o)NNZe{St7U6hB8=H^b(3)U^6vtz}@2it^-Exx~-jW!{;
zjRKGY!xpP|YX&(P5M~q-@pGn7f&ogIcf>+5OlN!oW55k!-z$vx<3=~;;t77qp+CKc
zSi-b6=m=f^L%}3~CnXcn4y2i`e0N9BuW(c0vQiU9VvQp!u@6{pgeToJ?$ntq?W5T!
zA-crMEyX$}s0Ix=$$9o><zq1U0nfvPrDm%&Rp{AjmRbRp_=pu@KrqvaZ&caj#NEuZ
z@uXFYUHs%rJ~Vb>&f_(LO*tGjO>qoktFm=Vc1ECiNm7!JU&F3#CdMF(Cu#$tn$g!X
zX9(}Lw*Q|3!l>@>mfUKVL!C-mC{u@<Fc#;M1JX3FbASZs(}oIrII_=RBmCKubfQrz
z0S3V&^1q=57ZWk7TeuE3iuvFILtOI;UJ57uf*x90FHD2X2_(t|L1>s@Viip%3;4HB
zfOaHQ+~Gixe_A^5B>1=9py70ja_iyNnR3{ezj2aej<oST7tsxk!XjJsa{IofyeU{T
zpXZG9k20Yfv^{#TM*XFzUzDjjN?VTnBNPKV2A!Ko?J*@26Hc(oi^lC(TB8Tw<bi#X
z_!fM|$e&*&nAD_kBlGp`A~zGBzE-sLdbl;d!r&<2eLlpF#VlwySdvjIma5zf!wx-)
zmSvuB@{|q;1N}p8$R|$ZxK6ezQ=&O9XdBR4G>b?lq7lqMuFvVZf$`{2_d!xPq1cEL
zXrM<+;j6Y0gum`ziV+KYWS({A@-dx#TU{k)Q>6B1`%kQ~ON61eehg8=x4sGfqOv>s
zb%EUjlWpzpO9f>gX^w5fXDw-pi8C39UQLbHO6c7(<^%7$4ciHZ%K;mY8!%-5#2rX`
zcI-#a`<10&$l|_^vMYJ;@+=h3GP%@=c6*bSeC?*v6%lMcA0fBd3o&~@w0~x51Drw^
z*ik`q)PQdgIuk3fZdN%c@}%H*S%YREVTfdX?J`u<!3bSk@h?Go`wMCtiE?5=yy@x=
zJ#>_l;9^~Qv!4g1W0bKR{@V&1XfC??od*oe^<bnlA^<7+&7^7}d&s7!gNI|KYf{=B
zONR#uIxxh0RF+}P&h4QZO8m;8-b=;pK1@NrAn|#9W@Cjyj3U;B=bz)pZkb7qcTG;c
z<n8)K_ygSi_R+@3vVpoc8!CR9;oT!6)ECw0l<eTZg(ZbJ{Zf4K2{Ma8|Gp&Q6QJhu
zvk|`fb*K7O66S=nx9;i+S{<O}UAJN9zB%n8=q=P|WXOh$Ni^=(M+5jLTd>QxSF8dg
zvtf-rSrkYRq_}VfH4-9xY=gwgsWDU`uDacB-?5iR`z4aJL)vuG2_zU{Pg2YuNk7{Z
z@ctE@0w9Az;cR1PbN6i5ynY))wo04f43T>T>+j-uLfqV&Hf+=$B(os3lO~SS#CTH^
z`MXQ#<*Zk>sOJaOyz;dVe_PC5vX+Nc_yx%ORw5dhX)}o|GN#k39_!3@+UPP&#}<%l
z|B8sIuEak_pUMIkcnF01LX{j665L(m;=hs=M+vAh#q2SqKouGlA}RVBC<RS|&fY)I
z5A|ahQqC&EQ&}*&26@Ua@K6e(<hvkhKEW{bz_HpswDN62gK-`67%=8XlP%v_6LjY8
zzhEVb2UGE5c4$IGT{J^Zx$+5^{>nEiUN2ZPLycgLNBK0Dj$79w6tGHy%`+ER`0*1+
zr9ll<fKfbrn=gdeCv)Z=srS7s&^XATKwA1bBo8+MbDw+OW(2kYyRquef=Gy@JJ6YK
zh;9L$Yz>Hx#xTIAffEbv4|8=HI4J%Q)k?CHT1Z-!v#oJAv+B@r3U@PpaBUNWvg-~y
z9%W<pJrrrY|N4DLbhUGM`@mu6gLi=>JvV9nLJLo1k_eV)Y)BvAd@Ee0W;qsTv%i$<
z;N?ChMaC|K0xNJ5D`LRuoRU+!afhYo7jmKvq3F*JT$VoHh=Uky7A+gwWlyeOm%i)-
zhlvE8urx(!6QM2*jS=0f4!Fp&Jtngl7sq*lTwO}>aD+Gu>3Z1T8+)n)w<eZUQ2y<B
z=F@+bP3G@T)5TlmJE>KA+X2Tj7**fPabwv6Y)F^eX_IuS;#)Nwrp#}&j!o`?Bi+iA
zAgBFuHOCcYx4<S3s>iYxm^z2n))~Px1Sk0Y(5BoR^%jE{iN$w!<^L&GmJn&VZEWS+
zg@#7Yc#*A)4al|0B#cFGKEd4z;LWVzXnm%_UwB-Ipeht6(SL5IVE|#AK;^G)ZZt%E
zwo>?1?vH4}6tYuMO6~;lsHh0s&i<|OV_J-KYdbkn-%G|Y5#QfM+p6_bwC|0>{xwni
zO~nyu?nbOQH&ukHecEYqy7Ta{PX;*j_TmVsXZUxdp1OEP4&}HQ0biVtUzlI*fk$Uu
z7$?!hvfD4CSuKB2aUGC2aZz+5SFDFG$(4bHM^gtmY<k_7w1R7jPeIWCv<ZK!{iC;?
zwp>C({M)^LSsBw7k>Y>58&FgY+RQS%tmHtGr3b$q47dm+O(|AY0>4*$k52pr;unu?
zts{Cj@zH0vjsh$!ZXX33%wbCw&JSo$xR3qVEPp$$!ex0?^&WAj38&*XL%%MN<*?g8
zNk`@L>-BryW|+;fyQrw4BAm>8Bq#gDPusCwHXGmAH?Q2lr)_GO-!$R7Zet*J<^A+-
zXtIM&4#JJD18S*$d`do$ihg$;Z7d+5CEICCmM28c`?ZmlWxshtu`r|n*Tv^`(uDO?
zJ)vT~Jr6Qdy`tlpLL7m4{Bp48kTAy<U{Um^?J<2tSMRa{?X(Yn?RgPSEi>mD-b}Q2
z^vjIBPVhVvJnR`DbA}T)8@z#|Hu#U)d3&ZpR?4TXe=NTaS)JtP&`4)EWAZ%g_<3Eh
z(6<nvR>q-eqr*Ys{SdB4)))}6C%O^kW1Kju8@V2hcElWqMH|y?&~=t~f90773ZzN8
zp(LUC-@$#v0VCn7z7QW7Hd#@!9{8Vu!4E#Vx$vLTH=m%LhRGl;{+k4?SX-v#QOa#~
zvL+IvuDM$kyHy#xBBcFR;Ix8uB7TedAe2~n0(cF7kwucS5ovdH%v}Kfb)Vo|*ggKu
z@a~n7(Ej*E`=V@Oy-Be~3ci@zlE=H*2%GSDfyMl*11k)LN1v{uN%|JVCye!0qMbXW
zLmDS(VZBGc!2`0TfGQaYS_5mz{Pf8`8J+XZV5Pc4$3W+x!hdnqE=T$)^B8*Cr<?94
zB~c^j>DRQJMs{?F!az%Z{BF~p!lbG0a%f@cZW%1f-kzy=`!wqsYQD*^?#Ad)!YS7Z
z)_6RKKM!k>AKplT`#$<CBJIu&v)nss!X#UlV9Z*jqLfOb`qUv&9Y`%z4>(fem&H^3
zBJBHsL6CGp4_{O`_>Mqq?+YAx&0D2SKENdVUH*LR{)L$QllS+}DbxDkWjwSAI5t1|
z56_nlsJ(Kn<ExhLRXTMiZ)m9S$2>6@w2;lmS&p(k^)=-s?!j5%Vl?W1Fh^h7KN&);
z(oN^GPm6|37=AX(ps|QPS?fS@l)uF8@ZpL(S~8T7)ZjWd?i=Sd2W%%O1YK|!o263j
zf6#|M_czqh^AnzPkBVyKnywjf&>HM0>Oivi@72N1ekSvkd&h3kR!mo3juX*;BuIez
zzuq;qiha*MKP>DGSJ&4ridM&3?~0L-&U=CQIPF5O*Jd!9)!INV!Q*L2|Km;WO8yZg
zRmqQ*y}7a!N#ic{ZW!~uQf47kh`<RwkYmo<1JoJEJ`hg|s>AC(-A^xg9`pmnI{%?3
zJ^vt;Pa`pg=>NOd&7Bz0_Y*P6><rcZFBm0&0pnZf(5o>Id-%VU3n7$`;y-VLScG=^
ze{zcd0b2H={#hOv)E)=g{%`z6AMN{v_$eM>nEn6F+WsLhuSUoo;QyQr+H__~zdcz0
z0WIe?_3gj?gvtixe4jD%c)fV98u6C$M1IddmR8dq4<Gy1U-*fPG)v??r#mV5KDF!o
zM)~azdeaza^y~TKbKk)SxYDA|WBqjC!{6AIzUJ{ud)75ikWQ=Nf!mW=^5v!f!`bjF
z`FLmGC($S7W_-LvZ>jMIO=Pga<O?>~%{SgaOa4s?@WDXeR>pjpxQ4#be0B{DW_U$S
zB7}23Vxun4RQuO>u99ERnDWell;=K`9TwKGeK%N;p-?LS)pSsT24aZ-TIHhA8+fZ#
z#FlA~;@suea5ymcn(VKib2V647H~zE-O=?Ae0f@q@-_+eT-vaSlP-ErnJ`ej3cc!3
zEfVQIUQ|Vv-mvbbE}#y3%IB#Q2j3a`NpzLA5g$L6U%ER1M@)0?`xj~pu-o~gdCm?(
zmXWW#d31Q>g&IWXdAeUl?=U6%%}@{!LfoBm%V)DOq+Q}<={W8pIS_@+Ngpk@l(%&2
zTYNy);NBODuiTS8`TUyE)tm*C8?NrvFxXHVVB+e@V?jNsc1gGJ&@MZH)vPyO2Az4V
zW%&2Aji3;sd6mJSq0jhG&Q7{~!ft1FV{#*#8=C{b{QV1q@C6z9M2I_AR^<t{zjh*;
zLZ&W>zI&0~T5jx<C_L>rH0ap7eSF$==EgwEJ{x!cJ(?aZy39F!QG4eCB^*88`)huC
z?U}k7P}l!=AZ~41K3^}wjm#?2b}cs5>iq1iyxbx+GBnaCL2q8PHknw~r5LSx2!l#V
zl>3VFIeIh}6q@4&GE8XJ85PBx*V)rXzkXD1TN7(w_I+ZND_Ft{8l>8>)bE5WusxoE
zhXB*<bnX4rqMk1&cILEBn~UKHe?9gob}UW*9l1}x#?@caNL;{6ddHh23L;2yLC(T*
z=K^x$G%amIA9-z5bw--6g}K2wQ9#Qy*H&c0qwq)k2<~EhYQ5*ikJ_h<JS&L5QuR>;
z`r>=|p0`gX<lowoXp9e}T1rG%9AW&tUeBqQ$tSs1=+NnbRR?4QS59sl{Soipo3CB+
zeew5X1|B`}2iv^n$U)bNDTJ0DTR+O4vH4tJyOEIW$zP9<^`akeQK4N_x82+K?Uv&Z
zfB+3uZnmQCd479}(O*q-U(s5=I^dg;jJKa()DH{n#gzgY2o{+x;o;#v0>XRnp0&2>
zMe9A?^IZ!^S1!A7c;)n(PAhqw?OVFA&eMx+a@Z6ZH%|pCDK=z?%RJLC$wx^YMC132
z(s!`KEzqSLP@&vwGXup9zQ+Kya+rXEn&fGkIy6FAtHuM)X@&xxnACVBifTHT(yJt%
zpjcASx-PH@YqdjP{!uD{+d;Qm4wIsdk)J544h|KLUl_p=tTwH>+vN{b3{<2nEe2_<
z7QtDSM^9mwbKRV;x;2L>BSnX#_O$4gEN~gRQOX+4dckNb0vVHzVoQ!4OrR`611qrO
zn=zFXoD{!mz;O>d>~gjrT5*B-wM0s27)C-8S#=->OGa!0Q+!GT1rx|M>mmq=@*NOT
zzQ8Jl-XJf-kz-<@W#p-96v_OuMO?WqD4;xE!8zdD7?l$deo1R9`TrobW+CKAzX4&p
zc54L1JdD{CUOBFTZ3Aewz)NVhPOgY}I2t_I)vn;Qd?2#qN7WkLGf+hf59}gNHpNw`
zP~hG21$t*fz#7+w(x}2%d3t<8vk}S+Bak;PdAx?Olg{aI!&9;a`CS(C059?u5m(wu
z8gD<5oez3_29pFhtx+hHo(Sr~sGN^d7vzuby-eg#X-TUc|CLD*dfGYpxc0EmP%v0q
zlUonI>mfLeB>Y)a(kTpv0W!CSc0bi`Qs2oMj5cm~K^8;)v8cy!dFWbwoA1T3Yje%m
zh|H&hpH;m%8L<&Ok0!#JS%5IC>7Fp}Vkdl7o>>GkO=T8cd7xM-)^QI|Vw~nU{Yl}v
zP6wAkln*gD&hHos>2(yVtdg{B*n3YZJ}H9m`Db20K<CH4PcI_C<?d%T0w)^VHn(B9
z#ejiGl%oOs*c6R7kYz&@K1YNsrhsOxwK)r;*yi82zv(@@``zv5J}M0r(AHOqc>GYs
z&o1o)by7wB4h`Y;$u_iPKZhKJ)@O#I<=t&#rM^7vMagz?x!`v;r=yT0%k^D-s+hof
z3V$nk3i>_HAeLG4Xh?K%WY(nSTEk=VD62N_14`6t-`ca?lZX&BwdneOtGmh0U55&n
zmL0Jg2dF;b4?c~%Z&)|vd5!;k*mf&$F28gV3QjQPvBWmwFn#sjaH4REV}N8$j-lTm
zT}GHR_p56@N4f2~2S*~G<nwa$6<{Yk9QK;AGH2cXieq?>Q>;y@y=c-`StI*{fzNrN
zP|BxMBC|4;GgWZWRX!1YvI%eBqmsGrlEU^8L~nYOE-di<F{vAZBtczvu+A<pi{};{
zV-whr+=p&?J~w2uTDr2}6=)P!tzNAxdckYZ7BLxM#F@^A2R_L0#!O)i@BRajzR_<^
zo_K~w+=+cjOhUvw757N18&1qB-Rdj=u?u26c5IF|=&ZQIY{#ewR{vu^S*l}uhuI9B
z^f}+8IIT()mQhpRxHw*1U=<6)>W!T&6I?bC|NbU5U{A496V69HY@gmJ9zoE)c%VZc
zg^wuW0~#*BJ3co#KL^cW6byjLw$Uu|)6MkTaEPYfG#;H!9vnO$Ni5%RTTE<#aCLeA
zb*%x@K}gYkSY&3i9R=ze@{8oYJmW9l2)uxj4g&V|pPA@VvCwP6BFt@VDNnMQ6WXzh
zYq1{qSDq_u(9GZSIh-`0UGqM1n%TdsE6`hQZc%~6XB;G1uaIBw;6lg{4`-h(w-dw#
zSZ{S99?fABJl0o7dn;{4aJ>t+h#PaReZLTky2mtZfgHN}`yhpb5kj3i?_xLz;b<%(
zf1r<&`~^Pd`JgWT>=?kHdnwn>z}VIeaoZ;p-6sq@`z@|&#<=d}w6kooiudQq23MF&
zPFLd)4xP_69P_7_xHOwRNM2{(1`})I$iC5N93FHYc{l+fNa{;sF1{)Vv~K@x(uX=7
z+2GFI-nK_AfIq4TpXLne&#?gyo5x6qWNbs%h<Eo~vzsl?tyvKj#Nawpcd}^$Ue0Is
zSpE2~i&T#;uA#aCdOq9f@E=euMnRd0iifY61(BQt<+tT1+evVk6j%{U%kh<n)DCek
z7yRi+{$X3jiGw{=!)%+IznLx~CSsQTn)u0GCtQpnHEA)gb35@3%i+^$-I0tEM!l~{
zn>B;Zt@3mY3cbXsqt#NaAdnyBjh=pp!d|#n*_bmc=)>vZ<T5WdRG&c}UQ?;+C63ZO
z-}U~K3Tm<LFB-P02wf=qh(u#N?8c1j0JbNbz1G3&@qOnwA+Q|X%w-9;9G}rXLTA)7
zJNv|Le2K5V&nZA`lORn-eKRLCLM6Y+FHgn8`*?f}#$1*_DC<;q>OPrbnSS$yt4X*?
zJ;K52miJ#Zh{ou=f*DS=1&kuJaOy<0u}Q&OW9wi|b4VgI6SPQ#UR8%JuvF6&*F2?3
zJ2gF#gK#ifFvksyknZqIiLD-ktQ_ZZbchzNvrj8&0HTC($R0K~*wGp&YF_s&!_M!F
zTG-GqGnsv35hY^HfV>q|#k@A+am5>h+OwqE={x3K>UI2^EYj5F9C`NzS_yjIQ9_Ur
zUpk#Lo*hyu#~NI$Pe?<v8l9?OhuDzQT~n}UITTt6JIp)tCrmktE)5&3k-ofI;EBjA
z52_tQzc=xPu-acNde}dV4Nn;xJ*N!ypBnt>LpK0SHBy9@6T`U<q$+V|z{GP$-AlB*
z3KfvAd``W-%Sy~w-(x)O1?94_d{t3kPSx|r73bJA1S-1;WUG2R{;u|FH#^%*-AHtJ
z(*NP=EZE{umUWFwf(8lh!QEYhLvVK=+}+(F1b26L8{7%*?!jSjhum4~?0cVm?jPux
z>YA46dh7efsY_{qkUX5Xxse!N3ASg4xE1lMjzblv1WK9AQI+es?#F)`Nioq|Wh%_&
zNNBIp9``D?`o1_d<VJZ}Pac2b<B%{3qrCUD<%Wora-ZI8Y3d!V%Z6-kQwSBc9uBIn
zbgAU&b%-O(U3~sPkLA|#%P|hG{A?CXA3=G1UuA7a9G7+N?|{)6jljq#u`Y5Da-8#N
zr~d)|<^9HODE3m7l^|H{#hpHmQ$_32jztfUtYvEcD{@=H`Er`Vs3u5mP4FNWuie`}
zzi6~R=Y|Xx9X1mpjy(n`ftwzsa4mf`Vpjx142mF!&c>pYp4a#seU_?WjgEtlRUIDD
znY-+`eAP&_L~d6{oX=%<hgtkr8)cb@;q6Qx{G21+vbX5&`0>6_zO4#_?=Yi80MuS2
zz|O3WLj@I<L$L5$ebP(H8E!6@A_CnX#IW=efSNkN^pgUyfp2U-0VeOIS_%99-x)Pw
z!9BKyN+50;W}}9+Xma#k#!H&qFgLtH3uz1KMX$GpbmVM6MQldZY7FzGFQhLEhhkn{
zb#*>v_Tt$VGWslZP@loznp&~oj!C-U)Mm$EqdX(-Ll`{hx3}d^sA6f^k3V;Bg<`<~
zuzAbN{lyA>nk`$rlwfLB$%1rb<xlI`u2_VzN>5VQMXk9-o;*$w4jC+`A7m+te2yA&
z&CT|!E4LU}9uwXyMUt@=*~)xLs(NfVT0w#G-v?rvVM=K15mDgNe8W1A?C|RYJ1wam
z?uC&EUc`?QM7irW-$iV&KZmB(T_aI!xomxxoG-zJT(4Jye7dvK19Xb*C+jD%W=sI&
zNHaR@sq%1U;fH3;0oIo>N+ve=&uN4Mf#pJ3x;Wd&WX+E^+Kb$AhdNZ>vrbJQ#?+aD
zniXTVME7F`mrV{`wiXnjfbG8OA{b}pKYNh5aLoA6TPlZqB&V4X1SX|8J!?yu^Q_2z
z)h%J5IO82l)@#;A8fs4GAHvSRZ2ODq7|^_Cu1Qw`PL;*QAjt_n<yl(SUM~MqrhiX=
zh<Z>iVZDzEemm&?tB5P`u=th6Cc#*;Ydi@rJ-h~rheWU{zRvK4Zy4j9b8G9jsW}Rt
zPXjV3{sokg^7<0fJh}WK=Zs&6QPJ1Cyc$#HG<yXb9-U%|p4x}lM1%zm`~vg*Ctz!#
zOjoa@0})v0W=~62>!f>g_w{D$@b_$4@xAwfS6lLF1IADktb_{UeH!%5BIHzoG3yg0
z=-YBZM!zKBjIXZ21li2^iIfumSR%4t(UFmeE+Pk)0v1n?*?K<4BPr(7&vXRznTDYU
z2lESv4XulEuyDxPqLro4RWR8#|K%gM`+CH+tJ_b~CG`mA7M29}Dg3ibKRriNKV>G`
z5nqy#&$>`0!3t<PG2%wzpt6G7g0YzdKO!pzFI#lvqeX}5jRYn$V!{0lhB$RL7Iy+<
z6T~s;QP~rbfSgi5S~i?$I)q<@K8!ZXNaG7zc3iCEi*<)}-hI~B=S+>l*x+QgWYKqS
zRtXnUt^yq$kr!{Gv!fxKni?J(!hC&y6n2jZ>;ZOKJrx9V3tGaDkl~_0bPgGclv5}y
zg87PztH&nWc_}4bBsyc%>V@y~O(+x1N(|{WOLjVq1#Y7-u_iQJ15{PHZPWA*z-Ynj
z+62&UWvy}>A&>7L$Mgp$tftiFIc&MsMKj+lx8Hu0;mC#BGnL3jdeCl0rW`Cr?8x{^
z_X6&exJfd_v6<x<5`|;NT>_1L#MRu=w_eWPA35Y&p_%uoYo=A_*{Y}Tf+?2a8@3oP
zMa8>8e({aqrPy`k9>6DLTQa|zCD>#wqGv`wk_TYX|9;HuDhH)DcPw?L$;|Rh+K#=5
zaAzSWgD<R<T}(FxX=Z`<ZNqukrMyW-7S)lf0+q)hvAEE*1Ok@!${Z>#9PK*uB(A*|
zpvV;YIB$YZ=wv~{hnWZRgzsu0ZZfupdL2_gOeSVtOW!BS<TcofHg-%K{Xxs2Sus9J
zXALS<3#Ff{Z-r~`U3)_rGAj0xO!IaDc%0musy`&8u6-CYFEU}~wR;n;?;~0W%|^rR
z{PZdQ?OH1aX^npYY;3>fVG<>ZUM-A`pCaFxt!jU~#}c!Yf4533zoEaibw<TFd{P}*
z4<*qpnL|ejG`3nYqovewKoH+~U2aA`{$4uj@X0dI*8AcODmTrX`86C4nci%VKS@i+
z(S^@m?VioeuM!)i_9^l3L*$6{;ty?vSj1z)mI&Q`yO~g;uXl{p+V^q=d}GTZhU+lY
zJWJ@UrH%yrW)x1FVH(xrm%}sidr68|s}9b*Gf&l8Tp!VWBy}hF<d?v0s>d2^qrjHp
zku%WUyB%<O${Xd5dyBA+&Zk~huND_%`w(*#@q0TwLLe14!1X4tcy)oL`4xKHlAS*8
zd%;K=p;><T;lv&w3;qu88(Qe6UMt@pvH=(0+QJ4s3z%*^I<p!@=&j%jvZK7rx_TYh
zi9&@2cID!$?nVi%i){zl(R`;nubSUwm@z#QMRw2H>sSUkj&P1U#|(k;k}fkpX|A^*
zWCLTSa4IU-8JjjO%oe`Um=>a6p!6;AYE=_sh0C818eIl{`^)}QO8?X2UJ6MaKXQg=
zqw-ul!}X1#&}^(HPK7iav>CfDmqTiX;E}lCFTj4`?XhT+cGRi}OL4r1y)?doVr;;a
z3w!neeK<?vOBLr3z3!-Y{RpauY9nLf(N&O1OWi<E9)n7$r<4lP8uratMCjSAoiDqc
zrA?SvW8|llhV6hA&Z~snycE0Z`>RC_nwY4zZQt>x@Jdae?s0G8)P#R-EH%g{Bi{LQ
zahf{oE1hsIG<*AQg85j9RT<N69UvD%=*3nDK__OH*|K_1*Qm@CMX<4tf8Lz)$I`dQ
zT5YR(&z{28{Vq;4Uo_hbI4;tIS!h>s>1w+=vHUzOt|_Ax0+8*v<!!D6Dvq*pb|GgV
z-Z$+auIZW&zktc^1~te}$X29Vu=GPh=N^2D(^M&K00cOzHJ6qn?}N*f2&~yhVAt&y
zIxNPIC3vyGGbwv-zh;j0wbjsY%p+m5zQ($5e}*1A<Z-QQ?su%>oV%gp37mH8oPFxJ
zv)JF@$rOq<^(m-!JELX;#9$IiaJ~`Y;M5!6p=({VKHr;t`W^TqMBz`*aP*9Xko8~w
z4m5E`X7Y$d4>nBs^aWCsuj}MCoKUaR);v!eruNrZb<d>W3^+av9@t@2*sb{6i@UR8
z6zbyCy>QsJvrL+NBEy?7+`>K5T47wJCFrlx3w4Ysf%uD*a#QJPk80qX+}~|^57IYV
z+f)<g?4Yw=TI;*pXviHC8L%O?utt+zSqiHQOX{c#TLY{KgT{Ykf2~@y{LW{XQ#T^+
zv{k)g#{|vhB|HbD>^k!-$>I9EOxbt5P@pVy^?I;XqOg4%al+@@LkJ3OeNP)Qo|%-m
zyrD+*&>k(Rj6tTj9eCOmBzO!S+F^Ms8j??py$yl}l$L9w``g`O$O6izyznw|SCsZV
znC7W6<m6`r8U0c2l8XYqmN|D4O-dCiL2P|u!S4eT7lettZlF}&{*;VuVS1Njh7occ
zxE#4j&W~(oR1RZpXmuUSZfQMBJ_Ro!?z|EBTU{ajGmYaLb9KD}d7C^RR2-Fv1XOy|
zPSJ6>g<lu?<dz&G5oUPQ>fQ)xO3yVzee4b>G><1!S||vSqo2445FjHdoiSiBFLYkv
z#-rcZRxEfj=Wie{j)0?LzifOQa&(KIYX&|`{47{+9c?ma#Eb8w+Q1B20H8zV<r7rh
zyV%bcmSvOHAMgZLNWvDNFn_(L_~Tl~HJ&i&m)a616G)6Bi(xw@ndR-YiXf25hbk|j
z>ZXYjK5z}QWuVkLpgJDGV76**IC3lCb1x3w?9THH(%sy!lA-r{bL7_h?mU=GLr_D`
z-4@oF$oWBjI`gAco=_Qks$CtM5X=j(><bd}%yZqnUGw=yBl1EOZ`}Bm-w>Vs#ZEqV
z$x6{l%<&6!=1|?&{h?y((q2_7*57fTB5XRfLdTm)A*$_}f5gAhU-5={gs-F<BfaK(
z*Krj9F_)murG;X#Z=Qf$R7?0WBA3>6>gmJyHmb13In37A{OLeu18XyAy*;qA7(GhH
zDCdl)G*^@L0ReH&09zkGn+}s>0sYPt?@eC^dv!czav3lGxWGb$WuK}}*CoA2chFal
zig>*s>*m||vT{hKfax_Gx&4VL=r$jTn3kAe_4&<-!VS`IVYa>?g(#)ekkMe{Q63Rg
zHrS<RZlB64E>cw845k+9b2zOJoI-}~wd#zsU`5Wqc8iH$W<RJ532XyzvcCE@cLo}p
z)RsZ`wGF+q6RByw3M1o_C0IHr8ai-mO2((abeGnd6&+8oPt-(3Dyah8s3itJiR6ZF
z<(|!Of8eiiF5LWZ5QIMNgXhA@57CH$4m3hyTehiTfih|77k1EWX0=?8D%^h-?0&%u
z9rJUWsg)~F@I0WUg&%}`;2lO<@1tO!VR%i8+1mtBt)n%}rg(_ivQG*oAGKt1+ICh4
z3lcIotPKL&N@?Wr=k9^U<x}hgwFr2NQ?&PxJ<gYgsv6OCB*7=Un}!u^Veda#R&{)O
z$U(4%Dn9KMcCw@)PTjip?wuFr0wa*h&WOf-*yajK+9YtPJKstjQw$iNEiKd`%I_YK
zIhb$7p>`OC&))r79k$tC%J5-1>KjZ@SN6W7#l$}HvP%oJo(9T%%bTTMWg8C~;v8!@
zXv)2Q(o+o}y9~JReb}s1@O13TdepqPt^H0*gLb%Xl5$knn{99T1BCO<m*|iPFvw08
zTQUKG#jD^*IlKS$0i89&U`B_>5Z`>G?{kv*G^T5JD(q}RpM!5ia%xd2teqi*`wWp+
zUx_dxqNN@A1j|~!vm*{akZGJyHK?F+`{ZYCx)6Mj9uvHE)*3^)mxu!AU(0OBR}sHv
z!IszNAj&pW#ApBNZC@rb9Uy&24pr|Na9H;K6vG1%W<7X&n7(;5B;Rk)oIAMm<cof;
z!x+jGe%Zx>a5S1Q^lrZlyagayyKH=21uB{5Y3md0HwJbHg4DCgho5`|Knb1qXZ*Ea
zyw&hPPLb6oRAYzSZx9Z?KyJ#4dg&)`|Kkfb)p2Z{L`U#VMKHd2sZYb8zyYDo&unc~
zO;w#ePXI@LIdk$O3x1ut8jIsZ71ukBfOSGWsuvFuNV*cnE(>&|R2{4uP6xpAjcD{V
z(sW|eR>gG1Y;7O>v{`-$byCv6J4z=P$0$3W!3Qlr^-rvIDmrN-zXWUxJeC}mkl<l&
z@)+zKcpJt>wqGdtb<u!e>E{LZE1UU3KVmqkhzhi`9rTo`uO|o($3Vqu12VK^P=dC8
zP|2HU;}Ue$_JciX6Bn3L^vrA@D68g$F!nAZTo+*zLC&0hi%ZSIbF)zr$$_kU$~nTK
z9>Ru@h}q7if}5u*CNoF;=?c??2qwpwU4J9=^-JbhUY3(o^y1ni9eW>6mIQ+pag9{M
zc$+i_hsEy^Y>)PY``$90PyvXg!&U4TwpEfiD`xi(UON$Q^KoVDD)o*|5nMyXh1p#Z
zHrGGTy>cK>O;|LutE^kcnsn@&5d!C%42$HY+LjCy-1$EZYFD<8&~ni0Ju?5rSo7iy
z^((oXGY%!{8kmyy0&!HGvS8rj)0)*nTH1rH3~3y?8*7734K!BjiT&?rRWw^-K=+Dq
zP9ti<{7kS?c#{e#oLs#{oJ$>M?uoP5kFTqoMOu5=9!yPFIQ#I(MuZnXF9>h6$j$%K
z*ZU%HOV~<3-U7ch;ntChHW$kL^w;nYW>$RY;7utNDB9@MDT-!I$^mdj<GX+Uu>bHf
z*s8puXBxS1BJeWdJZJj^`aFC%*C!}6KS9MK#;$X5p+jJEa|#5@ea|B-#b@1`7TOmg
zi(|x4<t;B4Kpfz_4B>jTT*r>t9F)pH+2-N;6$osd@mVe<W6qSX7FMb|G|3uvzVikJ
z_k^}gxVxe1M?(M!(<b|tcs6TZvGDJgEDL9?K)~~A$;-A##+VEq@!P96Q?X!uQ@_Mo
ztK!Wb+v|>$%K4pYXA`WIX<EGLhx%fLpE*%mZj;(Fk$S%@ER*Nb3UCKNN(6C1oR0u-
zi|+;z+Sa`f#UOAUu(Uth(&a)7TpRE(9vGlOCa9BF%+{Rzq5oaVOUp$do)N|xC)1uw
zu<bSLr(DlM-m=sKMwBOOGIR?MZ?YOE7fzbqj#NY`^OZhZ$JwHnN6!<|0EIlP9s%m%
z;*k$sJDHJv#$i%gupaSWSX+D<jvu-wU8K-<C8;Pj>1!oR!a^A}##@XgGy~qo{Ev2Y
zaXCkP&lO8=(Vx5z=cg~tKDD~IV@Y*7t2<WLz?3XYi1b9gM)B#%>G2VzqHFCD@UMrl
z<Ill?Z0U?WxEdYF&o!B@Ys&rEGcGXJ@0+F1Tm|`R1Pq8KAGM78X=v0xp`8}|f@?_Z
zS(N5G-1<$1Mj&Ib6Kxjq==HhJCEpjc-4O5?+t+#Sd@uS6R5>VJOBIwp&1BTasBmFm
zI-2Jhlgs?fBuoj-$SwY3THfVk8I|NtZ8s0eI-T$vRwY?@Ys)gRFns`oZ2IDtd6>E`
zZ4zooBJh6&d(X?xnADj(*Zr>PKLPGE{IQt<8oR6ZPnY@x)#<6t6+3gQ_cbL={c&79
z)yf90km_{qw*{%Dn);_}dfw+4P+I#A)4RDpbr%`1+EnLOn75PR5O?n*#b^7@J_1^5
zE)AYwou^%W=k0t->z_r5Q0*`FE4Para#=5SY1J;2#w)uaF1XU)>NMq`hP@edF1#9L
zG$7hKjw-j6){d6+Ef+H-UF_fT#4ih#Ev~!|wtiPg7!#hNMHpBWy@^rf>3%#P5%0ME
z{dfgwECj8KAVfd~8YJ9GUKW$gMZPYnV!NHuhrN(n`G?^x+Y$mMO>%?=t~4~YhRjWI
zxVSt*6%$DRWh>%Igk@XLjkAcyG*}Ty9b&oe`EhKOF=g%^rw~ENDTuJ#eRX?>X-m;q
zmDX<hdm&8pVW$mb)YQ5^{9prD2IctpaD2pfBsX;QeuVEogMr+s;f9y^0FfB5utp%4
zI0U8R&Dnj7z5i3>b2pdx>Bz#c1=<?Z<%rXVu|&VO4g_#T0EJm9!ry+;d-C8GA3=9I
zdX?7CF6xZy?)|gp+#Bo*vu*p;*Cq_Ye|0+A;)R>tmor?}qYt~~+F#UQ_AZRu8$WmT
z&|a2ae%)G+a!I!}&lg`Apg|3`@6uyLfbxe6WaWrvvEJg_n1gy2D$J)Q`zLT=J}B7r
z1b;MnPS%^*xMW?=fPky5SBO5Z!Y7xF<=lbmq(kNPOK3`szm!mBUg~y8eJJi<Sw7_d
zh|~SUO1Qu<o;*7Q_};mPJHLdQdFG-NuAm|yfUvmG{+FQ06AVnqqn{{EbnJiA8VFGR
z-b3*JEj)q-BM1q(+m)+0Zd~}^s76r0mHzdA36y|G4^$8q_5e{OHLUz^sS^_5V<4*P
zQ1J(F#F}<Xb{&4EXY$Wph3<iN&mssuxrWiwiT~VP=jq%qyn*8Nnqj>A(7waUal?l~
zHgV8S$J7bvXW&~kZjF~~*hvw3=H|{l^o*KxZm;Pztzi&-YhAoK|2nOAtM`IR{iK{6
zb>I^;&C~T(WX8m?ONI4!2iU!&1;pmw?RvZ}`l`n;ZC~dM^0xFQer~BeG3r_?wbjTK
z+}5kg{j$BtjZ+g<+6Zztaou7JdphNK^yc2q3d)+%=roAiT`;(5y{VFqz@{Sa3Z&>x
z^s3{>2V`3GX9&2qj80eXR9fxW{%Lf*$wn3iE*K&y9E)vRorrnpXTDk&3#fLh1d-`6
zE!Fy;l~A?p&Sks2E`7J9^~`Wz$mdQEqt^Dbcz0;FWb2c^hwI51ctb||T=rBvMMeUW
zEe(0x3a^dO$j|`7gM8_1LFB|88MRdCm?I9JD0;pxy6*M)Nq<&>i}rVHz}Agv9d0I;
zofGWU#9@k}hj~Cfevc|2S}S_8xg(J!Mi|{@_%Izb!(#U#Zpl<CO5#P#6}a%}zdpdU
z#vvNyKfu=e>>sCy7F0X=-aIEYR*K44nrtNr_dv66sq{7+py_hchsuGXo1L;R!4T{M
zIjM8`ppe*<%YKDgaJql<^mv;ll=A*n#izW{qgkZi8$|w6`su8@!r{KF$rlip3$d>G
zJLwHm;r)`4Gwm1NE-@}>@-Zbxe1G*4$Kv_VFN>pnH*?Lx(^*Nn2LPJtD@_?Nv-`k4
zB9mc~HHUf=KKNSV_QBNF1H@Z$t)GkNO)Kzt>!f>}b=EU5<dtjseD5_m4}OVhkTuyW
zo;F)>`^qZz+dDB9GT6qx^O0|=hts|3(w*A}BllKW11s8%Z4$!*%6N9n-+}cwVJ}u2
zjthp}pJG^-31glJ+1~}Y+yo^wci{HDz`o&#1(Z3zE%mo}YHyJe0n`<LoJ(8vTG7Aw
zIQNjx;|F#AonGZeh5x>@bHz}GA5m}p5p_Z>TuVS1cEcfZ7jo(Nv`zRDpTP!5X!T^g
z(S2;c*;KJGqW#2xbm}F#05|KB*m&+TZ042+!vt=L33Tg9i`3fjyGN*gr2~Gw_heav
ztUo>wn&aj-7>1ne{9GwU7<Oy&$k&~5Bd^$Hf0)YL!}Ow{|E_Xy5bJ5Lrr*FGH+>ap
zf|JwE{!*!<ma<~0?n&s6YH9SW!1m2E3U9Amyd>S2MQx5}Dqp$Xk_W9X8$csHygZn+
zEH@UWkacsL<n61d*YLd*%8cpagv629*1Dc5+dEp*T2!kLt+XB2!W&9@nfkU8*l%2g
zhgXLzLuN|&N39=!^$cphyyCageEjYng0RUL+-*G-@!^V|4fi+e5H&*v%q~VC_ZX<U
z`&5x&34xbZJuEPG-w+eTFf=R87mlx<`F+a^a3kX{wn0FtHLt5L(1o$0#g2p7#z;|o
zYFF*;<I+$+*I4z92j6^ol#a@FQl4fGs7dOz^HP3<2S^<l<X`XGFBgE;vf@$Nyo04n
zsE1xUHgf$fmm((<UH{UQ>+OrJ%}LH2HoU7ZHf~nvx+#0ntsn>~s8Pzh>j6Ti2Q-l{
zc!>#gZ)-W^&yc_l79>K0xtQU;iozvx<MvX|ea8)^wSYs{FXz)$hR#Jm9RvDCGl2(Q
z?IAl_YLWBo#Jim6j@H>)Z%Y2q(}6gMhLTT*t^!3^MRjh?btp1E(;<1SGue5F$`O1&
zo-}nRucnNcOof~6OO@SSd}oVW54sl3TGKL&m^k6fp@dM~hE!}QrAxuk!7Vvi_?gP3
zh==@x3ezf}dp!ej242a{tja>4vU0%BjFMWZ8Q>WJtSI#NYZH9o?cF2C)9PP`PaK+x
z+svQqYU&#7<Yi9zUJ*Rz1Y(Z>^n29juzf2ydGNpc{>9a$o9SrN6o<NL*K|lD)v#QC
z>5NC^(f?T}O~%7-uK!)Go6w2gfs9bR0+hG%khFjh4+avJwZ`y%XyBGQHd|#!4M4{G
z>1rGooKZ;mkiNLH=E#+@#aeZ)32;2a`Lj9BraTtFqexi4w}nnI=e2*31dqqdhPu9|
z+t_{<F548yqYCYNTdA^eu`W4u4lg|MNmToTUFlJ#Ri;8~79p-N=Eq_6^x@)~_bI|n
zYfF}eh>mbSa7T`_)R`R9lUt7~th_cHOAvZ-v^RIm%Ac8Z-ga7kSYODUTd%0nvhj<=
z?PUAz4on7*@EO6@y1G@om88KHq1m`;tl<ji8jlCRifwOJlvkR4b;zASY|I|(6<ng2
zE9w{yY)&6I2~067AV1N@UU>62cr$>@o*__gVarFJ*E6@vtr|-d3BN<TdH~}V?%qF6
z4WSsyj~5Qyju9|jR@OZ96q**_Rk)V&VFYMHNe-6~?S<{@d`YPYe>|uLxniR>RnPOk
z&10k!=PRQo`-ulV?suti+TW2J5IWRxr_)NsGW3kcb4B7#z>xel9bn>!7b7H~gU~iw
z12zh>At`nDk*uv>o_=^0(@1bv$a!1h+rM2-pK@oFE?7EZ;Pea2dXbI^*N3leQH7|(
za~szix$0ATmkj-V@c*ctBD_cCE3$O%FSO&qmQ8^-N5fptQFgb5<e|22_=D7J?U+Zp
z^*GCDh0oYhD#@4HT#0<)BRTTK=|3MI74s<ASaZ=Y1p<^)LV5Yxs6`!qsFYDfAR{R+
z3#DCl5kxnplSY}tGwg&^-p-J&aIyF#4&UfkxRm_aT}(u*3*Sd}ZVXCmm){|X1?(eC
z%e>D|zuQ%w!6b$cKF=AFs>znSUXSVTc%RM`IH5?W)>c(D2ned&L?3!|h}fM=SNXR@
zy{``Mx(S@{Vlf*s_rg<`rZfXS{P$^t07pWt29D#Fn(q3{HJNN9otw5Ed?6$5Y$EBa
z)ni?i3aK@vH8k$;#4e;u`5U_lhzx1Di(TRb1hez7ycYPl%`Qo(r_JL~LIMehFG)Pl
zGPI$mzGsi?*ISsW-o0ztlPulXW?I-ZG2fIKdclgl>m4@3nPNzpRg@#h%}5CsjZVLd
z!y8S!Ai*9*yWdegnIc2aDSs2nK^<OidD~>xJgoltmF=FCRuaw#{~O6@2hBWe{00wn
z-(g|`$;l+p^d~;0aFsH!TB?#vz!tC*=5>UREWgkmTN3>T3c<PQccq|I7_eCeA$*p=
z1;WFqbIzr;Xg(M@PQSx57Q3<-&otxmZ;xya7+v^T2u2s??tTDejtIcA*E%X+>=Nee
z__qgFVGDR#KGPmR#!fy^$D#dnsF7-MeO?hN1Z!`sW|I`ay$5fvmADbhcQ0>qgE)Tf
zI$=4%RrqeD{~n9Gi_@44u!#HqlvXhHQqA9A9Hh8&2{r(Ye@`JQYysloRXs~ApWRL|
z7S7wiTy%_hR|_o`^iDE*Hl)v6$|^Z6rA=^30%Q%BTrMWeS7U<O@&wI8QnaaXn)yV@
zmDT^@PhR+>`5!=^?u(m~v^8?ik-96z-z#Yw=r=Q-dv*`2@P0*SG+6u)#IaW>xAMRB
zFnh%+8*<AUOx>V-ki-w4d$671vBGG$HIC6M^cy8hc44rdeTz9y@dBG5CWB(y>eG`P
z^GR@w$ac~Owl>Tl-wE@%w<zqqKpF}dM4au}d{8sNKvnmEh5G<!7YjmWsjD_jZRW>I
zJ>tZUf?|BWzgF<$mw+=PypLyo)@`}s{?qQK^G<MAqMx{KKZz4h+Dn8A+XPF=Xocz;
z?NGiRfq4@&!fY1&lSpo;d>EV9S88Z0xq!Qd3cX=#GU`UKgHN#zgD3ZLu;_wr@5NNF
zX!5!e!e-*bY)c+5_f3k3-n0~NIJ`jQh<sjTk5^13-!DkhfQsydte7Pt4!)gZv&5A$
z59o7?2`T)k8Bcjfwt0P?E#7G4Qq#8jcG^Dxz9M0OUhW=1JJf=a>P+=O?*)SU>R~jy
ztDDNu5LLc=eLH8rtFovlL9NcWp+-^`t>AK7<G>J&ee0c(dP9JbIqPDTn}sJBSD*&4
zv8WTCwr_fE*bp3tRhd>?=mDog^y|EZc}7DSdw7x-yFH(*>R5%)2HuLT;P+eaZ^Gpq
z)D#w~HY^UNNACP)JBQYVj#pF3t9Fqo7HuwG6Ys$s%&c?{YJgQCAQN2@`*jxcH#|mn
zr(+qb7a7rhR;hX%ls%jd4)B{~f2ph#=1kU8H6Lma4ZQP6Ga9TH1#S(2WWM0nR;xbz
zEYKEZuL+f_n#`~5gNIXu(I$!I`CwNU4$=@$qhJT%7hv{sNoUD@@WmSM&z5%&>~v76
zvMpZE-CO7N7A+rP%h{q&yV#HK4u)^g>K0B&2x0}_??ucz=riY#{5hfD0C#ZZ(R7i1
zN+zsntD}%@QAs8{EkqB%!>!cdbmQA!i#KCvUG@yNP=7UbGVqZj<yl%>ORnoFp9;B(
zdc`OZQT-sGC&D+~n$tiLqkCo<R-_&@Odn5%zY4=rXz~d_of>fq==_-YKO(j3J$@9T
zG&2l$=nw6tAH35yynD?e;c~EZXYfcBhAs69X85%BI95-r6j!Gme(x1H<TUs1@ceZL
zRd%xU9a4*fzf8w(Ezmg2Fes$yZPI0=$wHM40F*l<kHFTia*y)KU)SM{vd93Y_J_rq
zCzXpt;$aX#)?s5dIfqV;>YGXGU*gD>!DT3vBhOdW;L3IO&QN!9I7rP=y316@E4V=k
z<wfv>zG$LR`;2-<&5qT-1YB<hiB)M@vH0aV=2agJTl>p#Y)(m<r1k3Ll2Qat^l8JX
zb3z90e$uw;4@+asO16naE&Z@#P7}jS(QDBycXUn5{$taoB-|xmM|vlbviwg1(O@hN
zDpJ<}CxtxCO^{T;ZzVL}6W5z<d+~U$30P4PA=0nXvO=0(>YYL0Cktk)5{6I#ytvLu
zE5YJ+f`}ECT2zt|W=Hu4^{QFQZy$H1^oz*)0u8J{aw|FDMQ3Mrscuk$6Z^YH{OZFD
z_HdLX(5pkcHszsFyE=j^ZCO}T?H#ddO3Evb-M^pp4rvLO_>nKK&t!N#W3WWY>I!XE
z6LE2(Pw19=gvdDf)6Ur8(%k}|_1OznxV_YqJERg@_@>k4gc04tXSS~kLwRA}FJ1sQ
z7atPZN+Rr)4)X#?0~!Xm@X>Moqv?(8<R*)4nK^nzM(kNE^{S+6*4cok&-)&$7gMC_
zEVAiWa>0*Y3^86UZVy>Tv5{=fsz(|#cg^@YyVTG^z>RW5(G~FiT`!P@TYvrSYMTPt
z9yLjuI2UG>u=fbBZKMn}U;ejvR~eQs{-kdFhNG%R8Eov}8s!;09(<G>LQ|HmiVbpE
zO5YG1$tj#yP63NV1wAKkoUHmtF>-z-SgJ-I`-}lNl%`Go7v-U|6*0DBhofEYVLuK+
zq*oZ=#zrV;N~kA~V2IL)gJVb}zf9NK+0q%28D7h{_G`@@wL1vu0fnhZ+1=H5amf9k
z>)8^21GksG0(na|n=<I|EA|6yf}VlA^rj%J0#~<KY^2P>1@J=MfgvUl62qxWY5HDM
zM-Y9&i{S6f-4p#+d;08(6><u~>TF`OZrd6qv#6g34?y~~Y-;dXR~|zYEgq4T<nil~
ze9f&E{ZfMf#YfMt7b?+1o`Guc`#d|mm6X-v?7{kbY*RrH2}S0Vu*K=9;J)ysuEp0X
z8@$irg{aMu+Hq3pV<lVP_k!ZnabBcQ3~hZ##+50**j2z`lLd<XqW+rw%TFSZL9N`r
z88?BzZ|4Z5ma{iqUEO+d7mdu1t+sFH*8+=lr;1ez2@q)`H-uu$26|f~=zZ855eDDb
zD5zW0xJHOW<<j-Gl5~kvD_#~kRjlLirDyal3~Hqud9+O8i!a%M6yzi+OEH0*>l<gN
z&&&sHAioVvcIlf#x8Rm*5>t8}2kBAkx5ajHVYDmh`Q~c;vtyf}YD`uAg*mS_Pa)qe
zYX(;=zqd2k(Y&rvZv)|CqO<oPO#2aUm8j^(OSC?UDXZAuGcULLSu>s!6gudolu*uG
zG@aQNKrT#EsX_^>y)Oc`SDHFo$uYzGN>^+I8O7ta6>E5FHfV~t(^jY@tV4@^RTE@s
z2chED=E51Ypsrzf4jcP7mVH4U<=ZV08$d5^^XX!<03!-}sQ=e7KbG*Z*s(bK_hA(X
zp}vb7G7Mh3S0>iFcoRc(|ID5Qbyc(w(|O!uB#${j$N+iW%UqmYrvv|+t3W~0j%IFG
zj~|s3dl-V%8dSoeN|@~N42EeK8<KC4m#uBnO%{1mG_S~SEcwObOY^5PqVWY3y$3wd
zVh1)4u*+`B+_H>U(w*STrTCfZON;W^equ9ke6RbJtACzg2<P>daN(!c97jnMs}fz$
zLk+R2YOjMim%@=5uS|uY3CQ#-5}ZOUu)nPEtu}qvH;a5Seg{t{YO5)=(unx==MZd#
z#9X9;)fxfHLs?1yEWfI~FE12K{_5l=Z)4mPB@D9#(4E`rq*`(yKhmhPuv!P3p+`R$
zye|IDi}s!G#R=Db7bY|uMtkBP7WLnSj!>}BhChRw`N9k|pMHJ;u)KLKg!$>zf|o{i
zMwR=*HEX`79O2Q7o=!wPSCdo2ttp&eOSzRbpi$)NCz4dC3X2s|uvqj3x?4xySDzWq
z{Du6c)QpSoqJ$lZuC)Z^<Q~+VSq+3-)1KfR%jD;?qds2T64Gwr!K7KHeDf<nwEB8~
zZC28zj2&N!Gdplf?#$QA@(+nk=%Y>30G0?LAU&kWxi>{<`XY_w<u8ONA>+zn<Ba4d
zcceicRV|+l;<&nJ-<~IZn{6q9>B%w{#OeidlgOI{oTC7TlBhAJvtzs;HgZ*%3WIUd
zYuU<YNBlBR<X7oXTcoFAB#K$k*}LwF5`nb6^BjZPRQ{vhubI=%>LY31fQ;_ZxYze<
zf=c&Pb}QV@Wv*>FPGKOWpu&Bceqik9U$=H<sVbsh9jGK;=qLf)z>b+p^1Kb-T>mIn
zm;!kZnw1-}30bSjmaQNP+sxNiH61Rk_1a|;F;_HCCb#>*j6E#*Ok*MEk1h`;k*~*x
zfDO3UP`8m@HzbvutBV>pE1cQVdlWytUYJ9^g|sqR!s+=HScz)q>!vg>-5!k6@RpW-
zxZ#F|0Vi&PII63UD6f<jc{Lre-2JWyP8%l=b{)DzSJTgZ>-tvM6NZ@VW2S`0rT=VO
zk+w>Cgj`M<CVI7dh7U8l_foG0^6OixB9`<QBFNQ&zU=v|Ub=iQ5zTe;jYOx?6!|Ae
zF2gQ#u$P9Q+H=YYBI21j&Y!bOH1pu@N8;Vj8kWQXV;e4)KaR;K7m#ppm+-X6su}b3
z77*uft6Y#BMwz!K0eYF06*9RO4#$(`-<_TyPYa#H-7hC3n5WipjvHS`H)Fq$T0Y8D
zr`|4f2twqp?-LaYF3|R$^-N-z&5zl;u^1Mj5l1vLz_qh)?xt${-%2M5=8eu#GRZq`
z$D-4Fe&$hzM*9_uk1U?p?rDuUT%+>EP4Umjs%CX_`mOvA)u3ok@hyn=^iA<_0~V3b
zj!M4r%VMmZb#XP6EBeV<Gbm`QVHtVlJ6#_CLxx!A)Qw*5O1pER=m*DKSQ$ta<8}Cr
zM1ogNHJ>q78xN#h(ev3_gbHbZ=CP*co$6=&v@Bc>I+cyeD?3{?W3gE2+*@`OwyPFW
zSV9LPx4LqR)>nY{5KGxG3<f!p`H5L3VoMm<{Un}(3@qD1FMeS>$b@N=$mPY`t&y!H
zw&Icg+mhh%cf$B(f~L;+51EBi$7Q!O6$0eS1;kDv2sw|5A5&r1r!O3<zgkzs`^rdF
zI>RZqFYMjY2=6JtN6id>;<`ow_biH;W9WMaQ!3pQJdKaGV3QPWgcX*(BbIlf-Wj@{
zwjgg^ZA#^BLuQO8KH?V(e7P2|$D-K@bxxnmGDNsdz8@|=Z{~@^@Ix1k$_9sGDE?if
zbFbAF0M3$j+~~Ckm*}abj6(&6CRrObmpzC$AbyprTZwojYeTp2;(VbI^$aR+{Nm@A
zftKzcuZtq|%?#k3PNi_+B~zi{G?=v+?Cios^!<{z%=_n0at=t+RW~}+GJ<i(H?`@c
zFDN!TfnCh{#g^pnEuZ->{QQSt7{<h#4I~3d3}eMM0Z_0u?t~=0yd4>al|WZfWg>~8
zu3l2GW|F9aO|zwr{+S!9+YgC%vF%!sk}>aUXny%((bMj?4ex7x0Ao40vjo-ZugeNH
zpZU6S#coVwiH2?5EImDUFzTQKpN)3T0T0jx3OX!Vu7~jn7TrotHDl_C$&DIS->x&R
zk-)83sQ&#T-+xeMSxo0J+;DX-&D2oaX>G5BdM1TIZhgC?qB>t5txjx^3V|5=9)DQ5
zZYHcz?AJi$rcut_4loR-WtiO?)Rc;s^rhPp0d6w|j0w!_`11bs<8i}YFA(OlTZkhi
zHF^(nYU&(95Bf4?=1ryU#SKT%^7;;zQ~xnC=&4oTFF?BC#VwJ$HY-NI_aMG?rmByB
zp*Zt7JM|G)KbFlOCioYw{Gm=7wqP#m`eI1nDe}W9S;3HCMLHlR;^t8u$-)|-#mK|m
z;~TnH;WsDI+UkNiZCEVU#>-rWFPA}Qc4xt@1$yY5?5{68OVOot*Iuio-yql>qQ6pg
z3`=D)p?owzy;v^@Fp0%U(MCO*o!Pc~>>E-2Xw5z#{1;b1lHV~4tj4U1yC+q@u=i?U
z@`ac?2D28TYJ8C%KUV~cA3~mMP%weW#jGK%M7=7+E^*)2CnFT4iUSTQGB}58f3FG3
zt3Vy~3W_e(a*x%7eu^@(_jfCi&C*$nKa!s**r04RkVLzg)3zdBnq34xeJZX9Bj5XY
zt9H4jTxpOf{Zxx?S-9Mcrt;J)-JpP|(if5}b`kNr-3BjZD-$alE1jOg>Zr6rQp|I1
z`d?4yW2<YM?w>`~zw1@u_<djKUuSC^c|P5Gm4jz1oxLc$=+f}77$!(vX(?a(DvcuR
ztGl|o_`sT3vH7|?ubkaXqN`~%h=lJ5mccAr^mPKR;#x4Ys@ZUx@!8pt+qj%*6Ht2Y
zoK0w|e9oI{64$g1c$xB!YBve^w7qN3U2pAa4?R}G#y(9Qz}UnY`%pgucH=%I>s`$;
zmeLj`{GpJ)nFhGV+gQpnhP!rm2>VKR_BLDNwzUocj}@+w$@`jia{D}+g@jXxkdv+V
zjpq&GKHqKnCOx2c_SDb8RZKfuEpOq{2=;kx_>-$If*_?!w~E)Iq^%sghW$$=qa+{R
z46{?mJ=c&c#gY(|v3JTEp$1|G=*$7c&`QpRK%h*M*N%0;oZfOpD|0E3<}J*q@F)PA
z6K<?~cE0&Z2$Y_Ob#*FQ8%J_pEMtedl>f_}MdX4Y&OWXJdGUwGqdv~uy0QJ{k`fs@
z_>8$FGp$SaB~4aF@OwSl^k9N;G6RjUtBG9{C#JHym%tNKQ`BBFl2(mwCCMi=jLd1@
z037+N?zzXhvUP-MG6Ej9B>%w=f(zR!s%~#n^iKdb!O!Q5f-~C>vkw{PrLkr!g(tL!
zPSR=`-)1VfevM-uL4Ru7H#a1(v391t@SdJj=Sk9NjE9cAO3^1!R=V2o#5u_^VXB9O
zMc}GE?xVSS=c98Utygj6etH(F88c!*zMq=~bfb943SVfOg5NYIw{4hpBBwbbOdF}l
z9<OLQfL_>Vzl$z2E-+1J5`2Wuwih`z=TOM0fA~u7FJAr#R}c$*U?|9WlLcBo{ROy|
z?Vp|%wS5gKF6=JW+nDgw8LJ+jzL)Ke{WdVRmvvOqcwd??;47xq4Tdo=ltih5+-vz9
zA-gH=*IQxd*=6MQj&~DjpG~gRX#c95XEm$WDg1aZhgxTl*k2X&8(fNc3tM3<e%Kq{
zZLmJaK^&N-K`)VDsC2al*wHH+uz&Rw$_TxLu(x;Pngz5d5P3zVT+f88C`#B+Q=ge9
zu6L1>Fd;YN=xM=Q-HgH{*C5}X`7PpXMoUz7-PR0Z+m>%OD$JDq`uh&Us$cn;GA;7v
zt1^wjr2X@I7_fCXA80Q9E8u}<qG%)56s%&>#p3#@A<<69_7QWNrroPu%$5L#&p~|y
z*q++LysH`wyJDyZq7$*E#pWM4KmFp0n*>SK2k;P6Rl<C%S89D6tM6R7q*<3!JTg!u
zP(y?ZYV3E>%;*)weY6&>T-)S;M8Dc9j%zOLT;WX10Jbvxk)2+~Z^u`~@E}};-o>N^
zaeTzC$8d=*PCY?ekZ-0c=<fImItE=DZr$j~4k;@5h<k&oD#)gLVNX*YmChD)xI6PJ
zZ(ZPW$2h~$$l+}xUO>&EGwsyG8rh%Ezb*i;Kho9fAMKrM-8i<pet*opn?O}V*?1nL
zTc~(S+Gfmi+BJO|=wx|nRJ2X};D-jcr(pzT^o|J<iew_;j2@5i@}|v%@!UBLBjz`c
zdb_6bE|At0iq6z6lVE(=tZYO;d>VG%N&WkFtDvU#FYM3|_<vys^2dMOIP%c*>cqMV
zZteSn#G0YkS{_^PfqUa2<*meDCL_dg)bG|S{5byhz<+2kyf{B<aJQ{RfHl)AqC|VI
z_T>r7YD&9c5}3gS`GK}kt$#}U95CZZ!`zG(Sr^{?7LT_X`oA!$eE4ht20^c%-TahA
zwAWd2COMh6;5`Q>dOgEka9YwEbkP1588iJpLk<4Ritn$b=*mNw6s*EO`d%E}Q&nwR
zi{2}a(H9B_^@WrKn40$!`k&AFjG)S6%T~EBb=0=GU@-IJOi}ZT*4b03Cggf@G?e3N
z;3n=NXlGS6Q3%<ON%q6WxYIM$F{|fR^U;Fk6(eeBeaPw21Nks_=Ke7WZR^#0MRp3z
z7@!IFUN{$WY^(77eAD=Gjhwo0xDp=};IBRQ)}#bN1^ATw9{D}vr@g%O{O)??jeqxO
zM?H^xo4uRT^8V~y5hW2MYyd_U9>C5lU@?l`M>0kIsS#)!8Q?ncoW3mhR>mO7YxALa
z=D}S``1O^q_3vmrt-`L}=!-M=kU#eCEkhvmQ&;SZ30KmI)-wtWAHSyV`^X)(D@<TG
z7?1EpNTB%t00~qQFt{M37-1arzqp59G4Qt#43YZsue!$nb6k0YM+3)7O#Pij<iA8Q
zz%DhU;0zLrQXu|ssNw?}{Gsotm<4J7Z-jrxyFv^6ivX&Qihg-p6o@Cn4yJfQgBd4^
z)7G`lWuy&8=Jk9w=>HTeO8!^2C6eJk=!QQ^AlIL+e_@6Yb0FS{d`s$4Pm4eQ2{n9B
zZ*_R#9zGTPK=Q*0(c_0!QM5~!W@${@->)$*jeuz5{|tc)v-R`w@GQ~`eb&K~(t2+Z
z#}kzNV?2=LY8mZ#w`^#Y|2MM6TB-NO>+(d+eS4Pr{pZ0jst22wONn>sB5@k<@8%x@
zL>*=;{*jCr2N7h;pw@mRiGD0{3syVG{WFYD0P+Qecit*vJfr6(o<NQgGbk&`{?AnH
zWTSZqZRzB=J~9Cxv)|-gs?nc5O}>tI`9u0G7<hmTsF7#?oz*~8@f~pQI=JKBs1RIS
zwl=Ep5<qe*4_2!(hG)`p63pIBH06o@b{CD4vOrNU1D8wD38S&3YF6Gz4VDUsPK-&x
zwRF@AdBVNjR`VR2Yf~qOJMol?m9bRXRxP15%R02FXzRXe!ZRf?Ooz6if<U=LC{tRr
z3Q-D@#iL}8jaD1V7tC2ROBr;f$<92?OVjz<NnOj7l+eOpn$@v~TiOIYq<kU3vVs*5
zEw=+-QwRlxmqyVO_J)ZTj=H7r$T)4stbp8Y0C8FqMGJ*_GUTj_iT_3^WzVH1=Xw&T
z5|T9d`kM|4DqTcdsPi;rze`g1^CVee$MVL}Pf3nHI{%riLUa$Ntxit1E-xs}zu6Fr
z#aqtZtBi7*6venTaax5jOr4?W5+yFdyQaC^F=U+2;6iS@JZD6Ux!DgY(%7o&@35^3
zXAzQ=I)o^x@SUb0_2ISSYhwY667hM4hMz}^!qEQ|oAF<)suXxmKi!R#^@XqAFOun>
z@M+W=?Nhro2wj|M+R*XfF(uEu9cL5&Smt5jPqd~2&xHeSpJ)ZHm^|GVdAIAK3^($>
zxYslDydp;Ga&Z%Ttga1G8uMWjBJA5)zMnma?pb(FUD|KP{kXLTH(t@M`T)LEQ=~$S
zh#O-|9h2X-JQ2hi#+;^|0RW31Xhod^!;Kh8{9N20e}I`t&~f}(RW9N*i5xW2@cXVv
z&*&uCR+nFY+Ow%o{YR|E2NMc3<ei$oh1K@yK4+oQ3qBJ@nk>l<-8(6mDu-|VJH#J$
zt%fXXw*@V!mFx<eDGDdpyX(CWq|l}N0a&-_-CP5eLTEegI)YD3vnA-DV#iTQWAF=p
zRpteQ{ke@swnke_g$>Br6YkEX&?EIDuYU^D$G2S5`Y=5Dx1IZEyC&Yk(JL<V!8-?(
z5!G`pTK9>J%WqjsF?V2vk{2=my~%}yaet&En&N@GEiSV`kjaSL*gC`dt)ys*3^7XT
z&dAW}FJ~F_#p~zz8@!c_SB?V#{6D4tvm5nVkX`8mTiXs!JPWmcu&<YBWh}AXEO;-a
zg3FLT?fUccODL%ETv9&2V+HuMi4zN|qO3dWP0DA9B#ESLHnrmaDH0xKLJ6FaQXFfX
zgh^ydW}5gg7&3NA8EwR*G0?<>s9=Qs)4dE)8R;f7R$H-)r@8OeP9YhsSQJw&R5qM_
zt-ogyx3cTvE>pAY(?gMHtr9lxo2AEiVkiBFMKDwJ)F?G^IUrSODu;e}UF8#w0k}v<
zN>qh0aH=#auvM9;j}mq$zW>ZJW_>i4W|?@vSUDI&c2TzO3<sN=-Rh?4+HenH@tTI4
z$3B&s_$_gNF>)gYwI<FSf2O`7>dsWsu5dN*3p}c#^o1icV!`lm?MYwCwy8x@)fZl#
z3^Dz$e?}_gPF&=5E6IM(Ri`WA*iBXJ>7ULJj-MG#zLVXE$o?t%&s>(0g6C2r8D;8k
zociQ7?{PVmPxBMQ`soz@XfTlw!+BCAn+<HxwDr6e>XGCH+yYIoX4Zg4LS$D6K<RQj
z2o4-S3Emeyl(6T5e&$O_po6jkGM$pE$3g1i&i;W)ja0H78W)FtsbHCe!WN&Au`GVc
zmr1Q->1MWl(14gg_}1^57S{2Ey#C-%$$GZZu4((sbv<hRCR@>&Uy%N-n+edOrPkcu
z{AIS)d+a3m`62;N7!(-5<q4vtiEfN!P$KF%44#0sWYyMYt-5Q=Nr-`(>Nb9JulyD2
zDt^)GM&jNyd?Z62DQw4&9D8*lQEcidP}XknJqMq9<Uc0>ada>K&6f8okDPmqLb+&H
z4f}|t&4<u><Bpoj8zSpOdWvZFjcK9-YX0OyC&Dh*o?~)0%KE)k_eMITBoN|u*gWYA
z7G*yo%m}{hTLWH-E4#yQ^9+Bkh2tS_fqEQn-ZWx@tCP2eoI{YAh7K-a!Uo)U1ofX@
zn7e|XBfwNu!kEL-g|H6wWuy`!L#fpi(_;iSJP#sR%gE()W<BLE(Y;%It@SJO$W&dY
z*MnC_fJ<Sp3*%n!$V4q=TusvKimSKO_rvLjil|=U8>3b|hC{x`Stv%OH?e?6*3wcS
zzXsxhuIdNR0paIA;r}=9WLL!dT}@4&e$NkEEM?m^Q;nm^FIO(k`R%}qi+i~sv_u-}
z-B;(LEl|86vtVm|TBjy(&s_B3<qYm(jtaLKxzX3%4hhoFgR4hb79Q;zxEQ<ESE!nt
z!cA(u>pYZtKW|{oX6--9?pv9Z36^xkBqvme7A3mXClXggjg(AWHTLG_YGLYCcIsg%
z?2VucmCmG!cH6QJ+gn`Tz;CO*5on)rX?A<}7Vn<ke%_-k^K(^dAkFVMwAv5f_k(Bm
z;3s2%BlN62qLoK|BfF7j`xEn@$l(8tY+=k;$?FX{^@!~hjrY#8maYXH%HZEAh4md;
zk3xmS$2nZ`6Id&ff%*fO<~s)yU}|XU@t_%Si5El0*0?hpWT6o)$G1tGHUD_opNnZ2
z!_59H6diueZ-Ic`gX=FyM*0B37KK9TGpOH@gRQ+IwpAG%>}uRa2PM6Gjhf^2X5l=O
zL(vOK%fru^RMn7e-lQ&?Zl9@BST}*Ezss*{s87g$Wj*Q){YUdZXPXK7lkOHDL9FEN
zv;+6NNjO6`E4evg2#g-x<|GcsO!zDSNz4W3S(d()<uV+~AWtGX@TV9ZD7K`n1o2+V
z@i72y;Cf6>$L;dj&#nEj;0M=U7i1V><kV$!wUSiR?+xKlS{7#rRRUKOaU%OvXU;O|
zP~3|NBKM+5=Kx$D(CH!#wfX}oD0D)C97!n*D=s~j{SfHRZs&Nl`x9igd#v$S_*)?*
zhyerRDORQgQYcPho<}YxjdVLqgMZpvq_Z@^K7+>MKX*Mrv_RDTu5XO_cs5<aJBq91
zkXKJSLZpy=m?4O-ta2$M+@ZaS2aGr-a^EYHAN{nD`5KOJ5olX)^tDN)+&Gl1a%Lm{
zlY}T|2TknLn5F0IE@XnTqB3s9kPk-2)#tiQ1qY>!HJ?@FHrM&Wmd8DUm=KBf{jOlk
zE(In}R#WL&6txx(7v~0N=gaHQY<L`=OxIS`rZ#R|aFl|&Ht|;<C_a7T41Es&hrO?g
zs-tPz1wzo^1eXxp-GX~?cXxN#$i_8zaCdiiHty~k+}#2M&DnY7|Gsm7F3!cj)~vPn
znl;_i(^FklPxaJOKbCIvSn?TfT=EJ2acsR<pzOziD|)5N%AD@ffnAF7gv(Zqqe;7H
zky~;_W?iowwV)t2P{e0$Ze!+=Dhbx_5~AfjzF)Vn7a+K8VK#O_FG$FZG?ZS-Ujw&)
z4a_8Ex^*V&Zh+wAT)Pbx2Lq^?E`oSnb-FgEcD5u^p9T~O)$7qBZ#mSWR&)pOe&tA=
zq&H+<yqKC7)M)-(qH=3nq8b6H*UTV`&Wrd@tQc|=AP-@<`v!aWy;qkfRu-Qd>?5hf
zsz@vt3hl`gid_TshP4!R40|XLW7^U5s>e#y-u$UQ308MkGjJV@m%){$rF&l<vaTi(
zRw1m8WF_ac?t~hq-&xoi0pUr=kNwOVwpDd58a(|2O_<`N7~!n1h-r&s=v}Y{ELfR_
zfw8n-j1$?ekwkn%byxcVyqky{9I5K<pvrdR<w|fK8&Tv0&*fLRj+eA;<z?L@q-SB4
z!N`SUX}XB#_FX0MjS!%i5uh+6fb%laI)P_hn(OdB6Akm+fgSvDVQJ9H<Tb-!{GkLM
ziP^ypiD`fHWnhG9c;HA*0m5sc&>f^rWr$n(C6q{K5ABg6)Ijgz90z??!(`wR>Ivod
z>aEO?6X!xrOiY^1f7N?*_w)4zl$%vRl;&R<PxTL&806hXcb@WGQRX?)A$M1QrFWrw
zw|Dc6Z;>$sd;XwyLk&o)vF|+c@m63Ipo*a5UsgA#s%^Qo4gAd{#AjpZw$e8QGh4$t
zM4x6OFPTLC+=#I*xz!wY?$sHpYs+FtyBEB!V$j0h|M-5x(@Cp_kM&5`Akq?rBBHYH
z{I6WIev-}jkt?GeV?Zm`(wK++;q&8I0R6PP=;~rLYw6~X*lag5G5iby28X$I@zyy|
z5Gxn!`J%KlY{R&MDYG5{#{L$(Z>V&GK|cn&@n#AdNax)S_RTF3>6Cw3x&|_iio~~2
za8x(>DkM@G;GlQHmoqVKf#b^rre95e)wJ~Y;M)T=UktAuO3|^KWf1&RMbnE7>T(FU
zLYrrGlcScodCZ4Iy3Mz>?zV+Yp{*6a$)JX0x!s$og?NdAf$qfUt{mtla%<kOU|sR;
za4wy$rJu2M28EL&V0B(ClZ1aUL_6j-^V}*P{*!8QzITdc3Gez1Un--t7S-a{QaOz)
z*3X^(LHP?He--gtsE6KC=5~<cg`qSf4$eEbU2EA3P_a7%qXH@HVU|e@b$(4;ANh>g
z@&-vpNM>R1_hYQhbVdEBgYa!-y*=I%iJ6jC-PmS%=B9atGOvFfVU9nK<L^Xq2C8CT
zmvRtpyKbT*K)vPc0$r#ho!~~P0T1bQ$eMy_T+nBC^wsa3wENKK#Wg%6<ClKD1uRbo
z!-K3=FdjSbObjG`)a|CB1O#m4Kk`ch(pYCB0qM)&Oq>-lmOfLJ_kfk~!Ful>Tg9qP
zS%y@h)Zb?q{FfN#2cwpf=#m~M?e1*igf)6x8tu=X_Y>zQEbwJfiZlD53~!8FU5wsK
zdA(=qREeg$LqODnh?J6XX<^y(1b^&WU6NB%RKDD4)wdMogMm#rm8^W|_$iIuCMc3Z
z4sY6&OFw%QVY8bhW#?HfoG^Q~MA9-{5kQr`^uum=jVfZ1Mx+T0W&c9j-R2}$(H+eU
zB<|bqIta_D5JKsG(sq>jxrviWrcqcX={rgU`><?fs!kzNS8HbarkO46jJ!m(=_}@E
z51b&q-{Qz|2fRZ4B4qUr)Ag%oIC{#oa&rn9Rxs8^*k*MTP>nUGq4#209@?^7O^PtB
z{P=6r4H8}vcCbqoOP4Ux{ZeY?=tK#d6USpnWI>u%Ma)wt=2HReNyXEqY9@?3qhKeA
zvfRHK7zS!u_4Rg2Kvnhi`LavD7RL^j<P!q4k682%TCghXih#J@5I^g=JRxuW=T*Z&
z>5GArFx1f!p5Ocb#sbG4erxYjFaFb^1~_z~MYs1AY-}$o*)d%HjY;@Fh=Useld~-t
z;X3djR~>9Tnj#+cGQ);3{!JS3`I80G1<__g4fkRSZQ!c^>fyP+qR%1c^3Nr|O#UR4
zI2}iv|D$pK`td>r4?&=~VnFHd2*KYOBmB63Qc855jN1QxDSm(bWCwyXU8bn5YgPVs
z2L28y$p0A{Wpd{-!{5sL@3(mPCphCgszvvIv5Ll{fnzWug^W%AGaKMRTyg&iwPe&`
zN&jD@qW?SGzfyMocXt1TJWZfCvLDozB3^YOP6U+Fz>E0g-TMUna69otk0i6lJH4Ho
zve|CRt^|1@SC9p$Zmh8*ITl!1f_N+;RXo0PtLQCv$n`qa5{Ov*g8uK4f%Z2?b$8p)
zE=q^|9m&bJyv*w7{hQCUNmr&t_QaiQeIWVSgEIZ83d|+mxnO!25oK2XTFCl5F|{VS
zcl0re$hy#lVT#my(_taDXS2EC+$!~4R$OgjhQS*cV^OdEZ<qtTwgnlXH!>fH4n)Qr
z=Vz|2{D|%Y4u>%G<&Bq!-mL4w)-c<$mMHeA`spLwN8fV~)fc>Dmf@&`I(V*-rFHJ)
z#m^6D<7;Vs-ake6HssBmqWHC&J_2xiB?D6j|GVg37@#gEfMYEq=n~~>PQTg}+=f9K
z+Q5+VSMDwyaN;=5n&G0X#ZMMKI{J8|=?){~0c5jN5kPCfVJ2Zmrp+bmCe2#h%ZyDt
zRpZXxhp_!mtA}n9QDF}-E~kD{Lu4sq?zRL50_BeQRlV=F2nVEC{-ZB`Re!o#?BLv-
z`W90gxRQT8B%tLUsTVDetX_Wql_fMHKi@mm-u&W+PoQ>E7}9&q?A9MP{`0Pcn}~ur
zLU%JK<4(<5vTkl965?Mhjs^=r2Q@UzHm%>-&j}+JA8dfKO`pa7qi{AL{M`;f1EZ#1
zqTbjH)@%a`s;2LW`y#5q;l=D-GEkdHV$Bt82;$-Gv5VYg6<T??blOn^^ROcAfbjdO
z8x`VVUYFENQak}Y$}<;l4FV)F)BI%9w)%HHCSHNsgK+UvsU%k%dZ*7J&dG8-EBeV4
z>BA8u)VqnT-Xo7S&h<|-lR*E%lbBXm1K|yXD=U{>vfZ&cFdJ$z3Z~v^UE}BVSnF{V
z4-pdXztSZC(VXA9!NgHCYiLWiC~4(u?xOwft(tXVzk7aFz+0zQ6^kY->{$TDU#@#k
z(5us^7YJv(PFV!CX5VAuN6tI9xHRL$h|hdNi0srlu}H4`_>~7XaOR#M9Vbkj;d&IO
z-3s|6&NEUDsMRwC)r%(=dVaA7shA<_HE@Kxk<LiJJcmhyP!stl1!ceTEFvkqQ%&Oc
zi-Y%13tLyMHHE!_?F&JdITdcwe`N^{>bEX5n2at9#}-ef={RhlMYzATxh)D#&mhPp
zO{JMez=<ZZV#$k<yOqW`Cf*~gcy0a(@p=KdV`*c7D=&A;qN&($_p=&>NQWJWQlxc}
ztuFI{A@ft{mzYz?MB;2drM2lE0Yx&3?*>dM#C$F54bTA#QSlqsilMN|xVds04-Pm~
zyzYwzGXn#FaLc?A5=7+g_O=nm|B^Wz=#9h&wNk?QcNfJLcD=_XU2Rb%$wP$(m}+9<
zdRSkR@s{r3+hw7VvW-TEyV$ifu!e8FJvrYEHu!I`ZuaLOxt3WRg3NSWXH1HhNTXY$
zUwU+skOV5KR*u1C9K&vV4Q^-go%W9xnEeghFW-|gLiE<EhQ}=o%O&wFw{pcibZBgk
zx-^EmdaQUzOi^nrl8Xt6)Gcg7*V5eack14kU#TYj>)Zb^a+@MsvL2WFEhQtdZ>+P%
zi4x}WtZuI9W2IY7BSy~4LKcDza^a_8()e`uR*RsvL7lAB(P|~RKC`tJBJaw&-SArd
zL6S$DBEs{teF?xF?uUvd)^W9sbUVd;64Jd!1PQHW4kjG_dAg#B-WrH|uTq^WA1L1j
z27C1n?FzwL&_>EEEj6`hlbAstILDW>ELGbUQcw<Ihnr*;OJW}g37?ToVJpAK|K$|?
z4Z;rKIw&vc9|v^;kLBcFf#XA(>w{b$Yw|3LQqX;*K8HA1jyDUn6FKy~Yf&1?f$E|$
zkks*7w&i%nA^$NN$;j-?MOHCCn;m+(`W267>l$K)qah5J!fqeb45g2sJFY$G`Kas4
z$0alwJxRrSl{s(Ne}VJhki21<1nt9?I&)z;Gmp}qV-lF^d6k1Q_$vIfLFD=PMPYzf
zq+ryGBb}4Ke&FDZ!8#%4UqB2VcDFCSKR7=t`5nFvA>Db7A^#!vuM>{3Qp|H#_=0-I
zeupM*g8L`u<;KXJMSjRNZi0ukeJ=#*nIH1%$dBEP;O`KJkYO&cOeVC~JTA|Z>^xM4
zKRH>R3LbCjnq%ldUL&`(;{C8ALP)bJWySNtE=+CageF&RYpLGIsXKM&uL#QckH6zD
z|A#G_@j}O7gaWno$#`mB!p0Tfk<t~C(}5{CCUT~I?YHE34X>>`bWnB`N~n!%7YmQV
z3k~X>L;?0*&PVzg%xl1gic8&(Eoo*A8}V|bC`46ZuQWbywm7t3$eUUH8+EKw2dUE!
zUZlSNt!)AzK3#=$a3XeA<Vl`veW-HpC6S2#hEoB6G>H^KyWgwPdsHRFZowSa!;2iG
z`;<4dY`F}}NLkNlm)U3G#@OLcmh+Lwvfz})h<m*<`3tH+>&5{0)nsqb>0&Mvo$Znc
z;XQ=s#@cA)H`;;-@gNnpMxb)Z3stJQ@aC<qYqHCK$&e;o2jM0CWCjMy2`+#Cf^C1M
z3QP7w-T8Y1u?6laR=@ZBnn~qT`*~d|<J2I5yh%G=?Y=Sk`E;zZAfzeJn`aLd9~1mK
zvHF9ocKRKnE4^o7I6&9>J6z*}6|pZJ7yk6}L-7Ot66+^pj~gFIQ7&z^t$Wn92iI>1
z6BFwPpvf^dq?gD3K^A{haR)M_fg5;F7^Q>tbkq0uYq&}aVUQmc>aUO7F&CA92BGrL
z@_i%ozh%z+@}vyan$e1t4te!XD&m~=tN?rygS*FGtt;p9R{*9QP=+f?GJt*Q<7V-}
zSao>$Bj!t`F+D(U%0@ZhdQ@|8!3i-7EbM}Icc`Zpw%9wz?UTd5*3V}Y3f>sxxP*D`
zNipo2`7X=>myH(C{4hsZ=UK>ftNwBDm#)%+KJb6yAb-2k(x~pN8$iD6Pl4AI!?l@}
zgD{?8F`~&%ropV9tg;APDf02xPSpeyU8MDvcM)vx;GEy3qp3)BT18x+>_irzef_dK
z($j1F{1e%nhw+Ks9hPTh6lnjrL3MZ$D){VI>SsQ-wGi?V`z{xoOW*R8r4y9W8&&J#
zR{CiU5gFb~+F}Jk6weBotbG3`-=!Ht*T1Ob4_26l>%hKj)SjXFY_&<gop>+;-&3jH
zjOM1q$)aa<VZtUu4(B!Qe(;`~i~=``8)L~l)reQ0;QVJpVfLgaXxoJ&lZ_wMrpA7|
z@4N%MX<Y1vFbcc)OiAZ<&Q4Os`z-Puc7l7D4VS<&yW{Qv2S~?|vAJ(`P_s{aZ#cXg
z(%-<Nx_-SX3;;*2Jo}V|V)3c?zX#`D?P}Y4tJcWe0ZsB!T1P*tbjPQanaO7Z>kmRK
zdzs#=RvS(b*DnvOS5K4ejVa>6!LJhNU)j2GaD6~RNy>Cmd~-a7V*3#l<tQx-D@^!p
z{|QQh_8GwK`fe2W!!j_c$EslR?bYw{rU$0A!M`Q~0%$!bs(6-U0-B0narz(M46K+S
zM7A;qfs8No=z&1ULZ;pk%`*$#8dNBEd<|APRUs!?HP)stvKSo}4XdZgb!b)thLUS;
zsiL>%-21096xw|w+?Vg!zlv}9b%B~C8Lr1$WWO42?9aqWrxG5%iTCvl+|RoMs7|nz
zOU^jL^6fnx1S>y=AEXxrh1imJ3VU`qlBrRP!=enH?unc3kpta*>MS*8riK1RvVT<P
z5b2d%$AdXSISoVV>J*9OEL}0qlK94cqa0K^zs|f5vi%L@S{#}3v#Q_f)RB%ZID<JJ
z`mIkKYwGKF;D1m1FG4WVd_%s7EB}vs`sW5ypTU^W{5t8!e_xCW?F0J<xdyiH{Z+H$
zAE^gh%=$mDP_u)a^FLPq4<gzW0^`lgEr!;AVnN`Z|Fn6b0|QxKEc+4J|M-gF`)s-W
z+4kpYk*@l8J^g(Hfe0{`%^uKp`X2!O*P#A)=>LDs`d?e9%kqjIUsctC*G{ciZ~MJ^
zT^x4z=)OZ!ar>92Z-kE^IWv!mIkxsB!!R+TOSiRiFad@6!+F^sLW+ByM6E)BfyX5T
zC=yV}E&YgoFFcJ4d}Z+4ozZ4VBr^S$=2t$`v-dtKiK|1>)-|X19SAK$j7<^N3%9>I
zc`OYF*r#Uc0)IaatUgiY+f(<nrzSmmw6EBpFeh9#AL@PN7R(bIVThqY{^gU2b#<#P
zY^IQyh1|xH6_=4|9%|a8PJO>3f-;z%leSc~v}iDYT%*TZ_b#~esa?V_w+suy`Jl?b
zT1{gQtna(aQQavwv@=59J!@uE5d^Vlu34X06tsQ5=N|u@Zct~e-nm^f+8nXMu#bmH
zTmE|GQq1@S<Jw797fH$PK(wWG;KABh(mUh+@r*y>r6VmWGvSvpn>MAKBtZSXt^czw
zC4m*`c0<iKSPX*0gSTV;uEfJwHOm%H!)?sN!lX9dP0qO1A(y4WpF4>&jzY8H_3Y>*
zNWNY341QdE73$9oK+Dtww{`eg%oRtDUMKdXNVVrZNAXSNfQMT#Y%QHm&WD|rgY)EG
zQ#RfAv~sRt$rwx2dDl-V>>ozd?V=)!(xpjfJW6%#+&eD2&IWI1_d0o-7YqC-S>ZQ*
zmWylBR8tb%KG4nH8J)8|ZrX*I{L!CNpZ+K%fM(5`Lqm9L&-JQpKWw1uxb`|CsZiiZ
zkqGB#;R9Dy9LTVRVS#!vq`riq93*lSI~PL+LI)Go(%gRLn8Mo~FzaFmtvfjW#FTDg
z?bBcFS`^*uNWXmJHOiH1l7%`*__chOq(#%J+z{x0(tEQp$@ikWe-a_qF)PkF<7|I$
z!JI-IAdk|FlNz3=mgU`L|BhR$bF#{dPf^veg|}S|oc1!6xpi>5(!IcD#3j(chn%7V
zA3j5yt#gr<a7tN>wsjTNs(<B3={L&nrciprXHA;<vp!SATYgv$wr>W`^2Wi@=?p}4
zm#A>(h<-y1$+(|<y31gR#|gR+%^uyT=#|}PELKH&)<&}EK$eRo16y4v`vIW+5I4v4
zbY9GoO=PtN0BM(<bZ}s#ZnDP!1CPi{tS3>Mk3-9iD=C9&CS$n+{*qpqbs2+6BDG*B
zK%7>@r_7}s9huO_m7C$D{Vsdk2qa(k;u$;~=H9+%Jg`fd^}dP{lixBjRu35&5~tE@
zG1U9XfJvPWV~7NH7s*#o3E;CmcgCh2<oEzl(QCoRqa)o6<9BYh{-kMpAJ+F>>*tXR
zo@L+;a9tqg$FUkk(|zQ@5LuVb?D}k$cAGM<&tyNZK40CrxoFpI=6&r)UL#-ai;=<4
zOlt%msSb5tmlc<&i`#T<S-CO@=U&n%({US9XR?gMX@XYWfwjyr^2YqKAybJMK5-TH
zJaF!oq?XBSQR#YadGe<AYKAmucv?M**PNEi`mhCG(V;ic{2z8e$$c5IC1K~ox?0w=
zk&B`RCFf;~vYiq48w5}1;{hQ2%ZVxcw*rWkRyI9upcX8*%sm&6)<D_qUcRmRa|>jB
z$;EU+oPrtbXd!W!l3QON^hh>$pk}jnr+MIbcxGfrnAXnt%n#z6#X9|)WP<9jEZR-*
zUSE&N7}2TBDuni@Hujwu|Eja(-@P*J*qYdGdGMw=S6&@FdiXoo6Za1?LX|KA1Hk%B
zABS>FlCgE)-nQbOebyWhW{&;gFq|LFP5RJ~9^>kf^0=#!hk{E@09+4F(>5sq$yJnu
z-}_SVi;j7Cu&!o95_M<U?4B|)f=)7NA`h5;`bcPwsDce65h+-sVlRKd?~iC|S=<R%
zOkl4p6abuk&Ry|r;o4}4%nPa=V)c?McFx$)EmzQ$nRO-@l0+z%){$&RlqC}8cNI|G
z{)A7-k?-ui$u6zhdB`<l@rgpgqz1WUQJxx3gv%dORaNbZxjeH<QwdSFue=rN0a!e`
zp3oENz>)5~zACY6s*AiJd5balMI)$kN}5_)T*203W<dg$t=km%`zZ-QHl;${OvS^;
zpkW)pLxNl5B5e3|zp!70e5*{g<OcdmfRB!j{kv{5H664HdYqmkG7R8#ArjDik;oUw
z)FvkHp|xB5ySJ`@ZH5S&aw{#WP-0=fBn-2^0fHA!Q9DF;Jq&KpWK0vEmrxNdoHcRl
za0xk>X7I__&c7^x_MKr^T+>Gy63&JWvof4*jN%vGF-%IgpBM;Zx~g`l)^_qY?Y0OQ
zIJ^Y_<CB2i06hns7eA5q#lps~uYzSXb)_MyX5wYXD;eFzR?&!`ivaE<B?h}D-O}xa
z{-5hUPJ+aAon9l!D;ZoPio<CR6LZGnaIEOOe%v-%43T7vx2YIDT%4Ft42nxw3`b>2
z3CWwMN3j&&<;hY=fE}1CB)AUTOOUCT>yV9o8`KUHvOUg+`Ir2s1g?nUw72V3m<KZn
zEZ1^|vMC$yy-IWX-0%ll-$vO?F1)EJcFV%(eEx~I6hrfquC3X<l)<suA^M^A1C~S<
zU3p7EOw(wyp-6BfBfsKl2OOWeai6NCSZ+Xlr=%#azV`9OSfWzmR@ckQ-0uDRWO0!O
zGmp=nsY(QW87Qic9%fcxSxlScM7a;VvRCOUjnBMJ(cp<{2kDL1$MI;n4^Sq=8X`fH
z%3&Dv|N5Db@m;|H?L){Z263E9noj&{LQ#UNu%Es4XXbBmB?bN{twRn**yN8h$R-tu
zgGX4mVS+Haa=HdknFw(<!M&*!4n1-`*`Jt4UOld=E>sL0ss$pw*aPF=(WTYU8&Wx8
zm9xtF7a0r5tA)NIz{*CE&nS5)y8fI(S(4~#k(^W+nozpPe+2Xu7bYBSyW9oYFPWix
z9vG(D6z4G7>{m#03Wt2pGmigi*zL~Pe{yQY&wC`{Kwt<bHW`nw9q5<Lfetfk(E6(o
zWeOFCOn%j9J>yIsh<~Gq{h2qUJa05+<8j-?_As4^aVr0dnjxMTq&MDaX(IaW-R~Sf
zPHk0sIPlv?Z;FOlZg3(48@Xz6aQzVbM)Q8oG-4~>UkDUANJ&&_`#6c@2Gffb7_z8k
z`66hltR@2ag|=k&oCrsC@EQ5k&~gg9XFC4GB7~Y!{exYTK0JX*sy=&|N#x3*(kI_6
z**>IFN?Q(El_V>2^6Lqy$yY|3g^DsSqw{2LMJ?>JHBY@G?X>BT;Si56LCyi~wq1Ok
z%nX{4ZfHWz6e7=^w5apHvopI!`^f^h#()1+;Rj=n#poD|RY<XO3v+aVv#4<<*}ViR
zpBZxN5LssthiG3EAjhd;mTtXHkx#}ZrqAZGp1qupAeC!2;C|Xb{gUzU_(V=sZ77ts
zm9)ur@qHfw5q&->6&U3GsUK4{t1>+f;luTT`FBruX*vY$q8o3uGs?VB!a0`dVL&Nh
zcp~(cPnJ=4$~qy!`4q?H92(D%qx0|+T!R4;M&wDQSs5tx+E5injPFHUk?BnE>4_7~
z)yDINa6>wb8WFnZ85w)qpoz1d(}JI4Qi^X)&!hLsoYjrXIMA61*Gpo|xv5WzcR&X1
zoo8o+S=;Yk#J@gA5D4f7^A4oj%BwurDU5&EomS~%)uCWE{^aQgM|r0b;GZhvwxqqF
z{zHJ{EdEJZ235@G0R|(Y2S#DtaB&8sR){*+9^dcKP7h7S`rsV@MA2wf%ij%S-gEPs
zF(og*e7S3rblfzTzev7^=Xmfks<|K+|NMjNg~??Tk!gNxEmE|Wl0oG9#~=gIMNwfZ
z-XSoFNqZcH1dl7~3Q<%EyZfgK%C-bkv`fN}UvL1Yn3>kPDZKCOF@R5r6>LgCCcZ*k
zmBS<y-^f1nolQ1j<O1hTe{xgu<t+x<xpE=IZ+G1GF7LmYX(t}8QxOgq)bo67_cYK|
zuO9Jg)J)fm{nB2WCfa#RLL~!#V~e__*AXALu>VE#V)g|}TY<Elt<k(~)jU}murX6#
z?3$<*r#UJ*<wDl9=<^qU36yvfB07Zpk0z~Lj+m}7m*OHcHY%o@&K0_eBtL}2nHy1^
z$-Vw}XNq2Z&cmAq-*}=?j>?Vieu|=eGNZx|c6ll4Fi5}$ysfkGJ490`q-Fg`fA~{J
z28!17!3Ms7W?<U|#Wcq&CA@pwHyDfLzNFVAN2!y>KxDtN*1Uzg9Kq3_3eWSy^-{?!
zYjE?ff`kisDi|wzeS|zB{|%-={HFHwu<6_N8S&qJ+sQs)sjM3Pnt=<Ay?WC!eOezs
zFZF5fpyT_F6eN?>QYA`M>@P82LaM`?>BuiQl4cS<n&3?Ae6hmP;sGTpSHi&gMMZv6
zxazJWl39d>BaBpD-&K;xzr>+Kv6}s;23S$Ut=c-V(Q++RX1u3ybd7op!72*OL0*C*
zlEF&vLoUiEC0Gf`mF9ujAero;hR&;Q3U#V#e(O$TsgXLy$Bu>!7#6jRP)xgGpZli%
zLpeZL$KjP7=`9c^as}>6k3CC1n`Qu(mX7Y3?x2b?0FBI3&@+grHI&F<S35a{HOFsm
z+ba00E!}I<<+DiLv~;?6h~Yu<O4$up&Xgv`m1bXlfL8vqFLA4~Wu6rrSA)4ke<S_7
z0O3@J0s76YH+Y!tMK>jumhO92I!9&x7JsOcEtus((Nie=(%KB!cShdnVXlC<R>hJ>
z5TyhKw}Zx@#+Pp)k3{vsKB5f{y#a`IHKbVNs{^9Qr{qo_Iov0AxERjgm_4ZDe|QdO
zjH+~JbtE$?G1#I;D`S+xF@*;rAkqS>X=GsHZrnqL@|H_SaBWcJh)2`1QjX&O#C^MC
zK3xGiu%Af6@q!02H#{7AeQ<pi9ScN*RE*mtbETUr<R9kEhUi@h`NQ$&LI+{CdsQwG
z5HE>G>wmc{S2Wk2dr1>H`rEpW^aZb5@_*)VO|pq$M<7$c9@mJ98VYn~!!AuI(2z*f
z8lwGdsBG?+a=U>$p@b;@Gc+|E`_gxf=+@CMh?IIgEkM{Iqnz<2c1K*^ESvU6&bV+-
z9^MHKwieP*6LjtyT)Xhu7)+ER;|G>z>Zm~Wz7)sKUnGYl58am57l&XDQX0ij>tj#d
zr*mJTtBtZ>zgKwLb%&y8H@hOTgky5Br{5iEHGgqLhf9Swnt%xL!$FJ09mWo0Ab39r
zM<fbADE#3)<Q}4K%DccTL8KZ;=N(eEy>}Fra-m1l@!o2&6{_XGNEBCrZqn(#Jr}aE
zceN+#<i}GxWvUyVttrtX**upN<8LSfQjA9{`F+$H8i+J&O=Cj7+RmNL>%?`==D_d7
zO+RM#9zF{oX^ks0L6aySg$z#=A>P?W<F!5E#=}=qgip{5?gA0sU1iJ=w;fzadUrc3
z6n)vLiiR?Ot~F<823(6CGw^f83ngdiHLhiDd<XO>aQ$-hJzyffOrD$h<e`Y#s~m%*
z;>s&kE|K4Alw#pGAT%)OY*h96VP)Q@Yf%~9G!Cm@)AzXTmm=oWhxtc1=kxc#pP}l8
z2J$#hFr2id9=O%s&Iu;n0-qqD?1Q?`k2iRvG46{INr3gZ0`l@2(@WOAP3Wuwm6mmT
zfqWHlmz$Gbje3REcb+sp9=Ds_WXKs4MjW_s*gHS*b&5^y^5kxtjb`H)$@OxClIe_D
zs0Si6Rk$;^y(VB7<{*wwI?^sEVtY5YPh^0(#QOsCSJZDu^K_|{(`*@OkCSqPZp@Zq
zKt2$oPj8C3INe<7YcLvr<V?wm%;oT;ROFm)DUbB#*<Nz4;?8QCL~?01OG(FSecBWI
z9f0a>D}3W}mTIPt41e-qs;y?e6x~_I&Esc=QN32&hYQ?8TjnhGazxK0d{f^q3G6#>
z35&6&X$gQQ{M0oy?bw5~?^>qvm?-C;h-gAN^frx8lqSJ-ej|>q%g*wMBV-p{)qn46
zb3ECgn0*nIKKe$foGQ5gs0Yx*E@S~5bC6cu<|6N<dm;r_Wtb@FGgWScwWH($L!~*n
z&LXNsYUByEO1Sz&-_aq{aAaZJ!je3!upORXPaf8zyXa~?+!V{Zl!z<6z#U4n$~L)N
z5?1!geV<WpAqvq!8&F#OxWx$P*PTx85ZIR7J1AuzaF#CiI)lN|#2EB7N9?_C?5OpC
z@f%F^{hA_Uv)ZOqmGaF}THEO6tYorQ^71=>hU-<UL`ufO`PLKl8}_lyZJJDg0kB1}
zzvAp5qpJJpktMWm?(wvEt8``$7nEhx2z8$ZPt3WqY_w>CW=waqA>8Mxelj_$M|SQ?
zGOT0k*(Sp$I=2{6jB<i@61yNM_B-h5r7i)@wo3PUL@Fd_J4f@_&{teFQ7|Zw*&a4$
z?CvgPmOh%ZoH49xwQT$&$MZ6#k*ovD`iv%;dB)Pz!~kzr>|CqSWifCfe6{~ptwBw+
zM6T<h>`eZqMn&5G#gzLd<x+L-tHqZD&2rAP$w4isF}1Prr{#H7cR)^j3io!Lkm|Bl
zY~@bB&iiah=_(-qRQP3twRccN;}I+Ox^-GAT}|N-^cQ6FT+Y-F$bt~iMCsl1CmY|u
z+g`1N*R&PhBtM}V=yLD9c8NF7nrnCDc~%-(H_|~LWqOe>&r2td%QQhH@%L_Z9VX?<
zKHsH08WLuezm;WxC-f?<t53D<1^e=K2&KL*T{++2+&*XC{cXE7kuR)#^WrWvLfC<c
zR(Bu2Qbg-jx8zX6MZY-p*RierMcayZyk1y#;q=94t>&Z6IvoKetM$ak$+EkA%^5gd
zvnp84Sz45&0rAc2)XuGqB{TH|-xC+IfUif8OLoc*t;eDQkko2rp|7RA19zj_{d0+?
zNQNlq#yq5~2z6by{8>hihDNZIW2!2@y*i}Hb6ik-$kxZEHphP4a7WADU<N`at(&Di
zcXq6W9^r2QC^2SJ17UgOj^H0L^jQ{&36#|(@g}<XG}4NhB%@t?2~Jdr{K;416I`cG
z+YmOJ8~J+&w0@>S;SwT8ADA4`Iuwh<YY1T@eI)RQfa`#VYAyke?8?bV<DSzNv5co_
zKEclm>{iHCQV#DSZ2tm+&^P3>M`uR8zkDUVkC?zNDcG>tFYrHll#ZOVg6uvKTNnY0
zu*9hJ{Sv7!yfP7e;ZMvwnqmRB`&B^!b|&VS4>ANd4F<}V=W)bF(5eWDbHTSyEa%j^
zX<{-z_nVTaWc56i1i-8hN%byz{9Sue)`<XLUb#$xTe}Rr{3Ma5X1b*qm9C3XFZ0y*
z7B(hexgHlramwLX06m$8V4)D%a;SSRLY~s%1?;{*caR2iGu=6w#A%{DvzC=X_aaf#
zRpifdGp*O+wFar7ciMN&H_Q^6G{k1mNmSf>a8N{H#U*MdzWUsPc;Uv3gi@H}p^4XG
z>Z`vzH)*X5bsFA-vc%)w*inAYHQH-^tw&+47X2Pme#SD-)3g#fE1Va{24!$jE6MD5
zEu$r}ew$ad7oBkk{70w<s`W2Oom{z&Rw5BOj;K-l;ZY&{rQv@RT!7}}EMEGGkSip`
z=z}USU--uBeMd}B{eJ;C3c`j)Tsl{6;&pv~(JB@aQVK9p+kiYkU#fkhEBhBtSI?>?
z-q4Ez>Nbt6EweOP<vzl$8CG-R$R3O>Bmv^`SXqEV?1e>xiZ~|KUJbQuJ+Z#D!K1Of
zPw0%c`5S0^Klk^lJ>t?C=IR+1efn-`$~foCuja;`dyntbD4Y41jpv=d{!YrA2brC6
zjyZm=%_RKjex}M6=1Y8D8;ivv*U-`Gk3j)n?`)Nump417!z0=6#oR$1X&F$}z~d?v
z!Q)it#ATV7_@1&MVr&0?NbQ|v`Lg2@bJlC`nt%Lp^ki9?w;sv|;GBQi*~1(tx)Ty>
z@+4ARVAaC35+j!L?2z_gQHgGE&#3O5ck<{(kEc3bmQ~dmPdn9wM5GcAB#2hB4+8Oa
zVE|1dj;}QD!lOz$2C^z|Qldp8g5UTRrZDPYALdo@pu}!*4Xb7g8myJ^KRKkgEmcfS
zh<<n-Ip6QkQu!Q=ye*=G;%P_L`UCe1@FQqsQ{y@y?ov>C6ySQ~?i)X#Efrx7nZsG3
zQf$eWc4~Kk7~Uw(NJ@WGU-v>@aU(OQPv=vUo+OY#iC-<&`ADvg9akxBdXKPvdNeUY
z6{E;FS~gdmCII;O{#w4?Q?5()Q$&K=7MJv_!Uv=@X8{6XzEdivM56GkbSdJbm(D}G
z;G3+xNJTgQH+ouhun|?R`<?3v_+&yVre|8|iO|ka-vDcT9+dM6kg>D@tgu;9m)6Di
zr~s?wO@}!OSIn$($QkQHzN$+xK${j4@~HD=j4K>Z>6U*p7=zS^LQ)Igi)soN5H%V@
zf2uetJ|rJ0t4q$B3h>`skXEhz*v5$v2T7FCf@0buFGAal7^HajR6gZC?>5L%)UOsQ
zHNJTYAMz4x40p;CyW?e#H=?=Mgj_DbMWHE)w;|nI0i}GrPw*b)Iqpny#dQk%%V|Z7
zLoJqf5vW1fpNyl>&gMl-uz7F6Zb}m7<sH<gs}^WGm4}<^;y2kQ0I}TnYh{5<(P~d=
z{~OzuPMu%n*@3q^(R5<%)?To#6w&7+x2#VH#~{hi!5YicAAxc)T|vj;NlJ_IP1Ivw
zMw86O&RXN{mS^<GXn1}Djv^@ESWcW-i}t0qMH}6o!6iR;xh6fC*`Kdz+T&7eR<V5c
zR*9A}757qARW<Y@2y}CvfEp3R*}d;%2TR)hazEl#wJQ~qS>_wVDX)VD01|R6$(P!O
zQwxRk!-i}WwJYK0wd&QJP2`oL80kVAx!zCriUgsszI^f971Vg~8(Z46pBHT7SG;N`
zH>Zc|&UZ=sBsWqDp812edvwjCY0I=dXl5B$fkRX>T{y7tqnT9;EK?GqEULnq_i?wY
z)_ekx+KC{Y2MXYFDMjWt#^O#`mAapaHd*KjQ!T6;zx<nsI3Bb<JDNA#AscQnP7LBo
z7{MKRK+xyLhgkpC^B(*DYdfA?OaLJ<LmzA&<dirzY0Y6)y`NAY-|X1u(9qB!c+bkq
zN`RdO^^?Egu&o{M8obJRQYH@f5X{qPJ{y#aA7y_`g&6wdZ^m^;o#@r#%iRQjb@W6O
zIGIK9M<3}<gx_}O<A98-QyM46KphWnHbCEtuG7ddb^4O1;k2=grE8Waa;%rdNT)A9
zw1Awn@&+Xw^qqyum2!*GYILHDkUew-Emx@?+Lzs|d<^AFppFAsl?u=Ij4CO+ZpsHj
zRPMVN9$XUN%{ff)l7JMUMV-^74vtTWr?WNAMKuKH#ha@A{8adTcO`)WR^D>pz~piH
z>-jhDT_kI#WeKyMSP#3bqAfy^+1}{aF+S@wgE$FVwEFR?jE$8w`4pX}lIg(X_dS)>
zi|T4*<sN$W0dpTwV&Xi@!Yijis|$0T?-ylbeMx;?_kd*r^>!cXC)N?pF!|9~b&}+V
zUMdrBKkJ=x;jPcuOt$A*;%3kWZL0Y?a7mV4kP|bUI%?OV@tT$Wncs$bD_^j4Gd!GX
z0;uzjv!vq*nj=3gO_B^C1=|5mi7hqP>KXXs=6rVTl$|l}h?}`D@NN=4-UDO?T54`g
zt|*H|s+jY>ImFP#maFSCi<@Cc%o>!TV=wk@Pkt=(xpNE2*&jFkD2b1x<YL~pTQ*Tz
zYT4e{xAW+>nvK*qjxzpcVzZ^IJ}7!Q;4Xqz^d8q=HCi!nJqf3E+@j}V@UxIAUr%Rn
zp0Za(;{|EzKg?DaCBYKVv)V`Leb>7`&F_1gYcTt=JsLgqUfqz7J>j%sIvuGI-V(ok
zH!7=&_s)TJHW#mqa&CA{C`NTI%<1ZD4f)W0$yj|WB7hbMlNEjxX|_gnz+^PySxaWz
zqCH$x_lY_oO~BEK>oHyPnskMjG3HV;w~YFyfm-uc5y#o?RK&#*-O9+VcjI&SmrOq!
z^S7^>daCVuHtDo#D~XTc-{et!@iP`dWeDsI%S$3|w#8j8QUTqwc9^7SuH2IAh3><H
z^FPprJ{;3m*z-wYoj2SpB!agNOs7aqVqa{XO~!9SrI{2>6)q2LD3@4#lh5YqI@`H`
z7xkJCUJDAP4`>YK18=KK50iL^n~ucV>LnPvf86?A^cKza=kFT5Ti^Sgmp!tGRd^E0
z+~0T-4^a1fiJca|J6qv>>fNLSe%fcqepcgiR@+zHM^WBth2hnBGLa8jj}A~$Fn;N)
z)t`2;Uu1Q;48--Q4lwd;sPGJbI%!a9SC@^6*F?GbLK?M-C$5MSLdlPOs4cZCii8?&
zB>X$;sUcJUh0kePg86vOSfp9+y0p9xTp&n?J1E`3{n*@mYAV>Nw5}O?S{7n<DX~?8
zK^DI)o&+Rr-PJ%Gcy9DXO0VA3C$7Dr1DLI{i9WKlzIOZ^A<*04mBNpB@|(aBB+MjG
z>1eM+1pzI%1qC$?!WI-s8ln``UM#}}unUD^!|`%M2{k=CJibe#T>2r-`HfWXvyFZJ
z5G0;2J9G}Px`@``8%fSm7#VWv0b8`-mL%%5-pbXz7y7#9#<xB@X<GLsXT21Sok;a8
z409o{XCDvYa%ns(wvvnvmvQZIlI5NRwA>zsg|bigYsZmKa!<N$YTrgXMWI~97r2YM
zU@X(EAfEYvi3IiOJ0-+=I%U8ESUvqY92lV%H$=|2Z{CQuA6Q^h!JV@~9_h(K`GWs}
zF@)fjA)Eqg`h;hrRwZFI+1X&<yuT9o{3N&=AV2FK1SIPJ94&m{M{iy-ufh4N<v;Dc
zz$Xt`MUek<9fbcHDY!Mz8z$nPoBVa@|91KRdM@jwokV+tx&nU1L8)ZHQt!=<GLB#)
zM!4S6{)SP6qCk$vOjd5|pMKsO`M@vwK)tu&(bu=};I;X{>r1?dZ>U&PJm2#O$X3K&
zh)vnQM6rC>XwUs4<9{6tln%~qoU0RB2Mf+qzZW_Q7WcXPEJLF%Z2Gj`6J`v6d3(>>
z3%+Zy^J#rHH%gm0ul{lrNyyTl37CV%C?+bBVC^*P$z`2^fn~4fwW)gr%rF`d$s~pD
zo^U!nhpq3P<C<kFs(Wcf&*8Q7t@RzB1gWA#z!ZXEmmm1>lifOSu|JY~bZb~RS)Bh4
z$lrWvcStJbt^)y;rUzi%(xg%+MZd+}B6!?J(Ji_cU92m?Uo<4&U-qNPGGckNo4X5k
zehh5JOa7&BwcTCW;R<Jld!XiBKUG5O0&64oX3&E1;G{km#RUD=^X8yI+vz@J&3|8-
zi7@}VIGm1OIGu{H?*zOB!J4yYPX1!go`SKp)A1F*d}PmL$b9FD<zoMehTnRyB4N(t
z+VQ%*Wshy#<F1&;Olog*(R*^T;e3K{sHLK8j$&^8+u<t1G<)JCSyQ!Z<tzMOD-!}L
z8Qt#!l<-6IadH~O>stbCq<*qt!HSO}al%d@3qluiPLi~zyq23{1r)a{A?5(3YZEdf
zu~%bqcodcQU&3Dt7gI8$_^dnK4uo&ZNYv~*A0pfGGFu(fHRJE!G@gye%gpmyKXU!E
ze*Ix7r>WNQiC!{K$rzW`)&g?Aav)RRaY%Ras4!yX1<UHGRh?c~=qfsf&Ed8^)Zo%`
z$8~<eNP8ExyPK8fNT7&*CxtIGmZ((j*10b$IU%o|&128Ww+fUjJ707Jm5Iq)x=IcJ
zE|f1d76FuUmRfR5vO3MBLm34qfVa+)pCggqR`t}rx0&c~7obh>e~E6tHBC;FbFsA1
z_~A5wu>t*E+Pe2hsbh@5UJBZTfY577R$19Q*a#ys@f4);j)qZb;*ANP{53E688B`)
z%R8B0m}0v`TA}km)Ay~y@)6gyHWXmq!Tg>~g4gl~?mpwb(hmJ!vIGIg3*#Shq-W2^
zSoLb@`gB}>2eoX$Lwt<OiUn6WX|S^#r^da5>~w2x`E+kV;;JjVP8*-<d2CU3Ftn$-
zOE%7uzi`3>w6`Lnq$F>E)sCCY<+)fvvU*U<y2|~E`U`(Mq~er#lH<`O)_B#%!w6Fl
zORlDZuM{Y88@y<@nxJOhb}btlo6axCh&AAR0MD7&H*t{qT)*-y!n$!4F^v-iR3~Q>
za}bT{Q}*4U8Se;ptm6BHMeFc|GTnN)nrmX|xSDz0y^1DgW+0)~7v;sGWAdjZeX}w^
z4JH`Y()_mjap~HA4zN$U%yDvyRba%miCws8QmSGFso7^Gddcbj82GTMF+o~fF+zbG
z{rB<~+;W6t6MPsfSCp%O+n%$!qrjKm=<odL(-2q2dA^`WxkS5zXjz95C|2Z9MrNHW
zU0ByBCCirBLE~EOP}IPZ=|y@7zdKRTmT?h;UuhFf5dU+=#Xj-QSr4mlf-4WG89`x0
zr~I}9lhghhukRF^e|jM|F%jYARb8#^+gjEBOCvQwB2?k(XOJ!M_*5t{DooINJ{s3P
zcw5Q4m-wV9JPzac)rA8{*=IghkJxH_aR7H+TRQXL)M#Cs?vX*m+607uJ-(!Hh5fe~
zlSFmDX<O1)tEOA(>hUI3xa5#9QAq3LlqYVvy=-SFqK8&>s^U{a5CM&nTYJjBfSq<R
z6H`j5(vI%|xT_g>zU|7KmFrGbRAb9YC`FB1D)96uCNl})B27(HYI6h`pGaoXtJg(P
z-PeK@SJMQ>E{zl`erR|))=KWS?H-Fx%%P|~yK=m)T|{xTd*cikZdFsPIyNnAng+Po
z4~m($Tq7%Dw$YZiw=mdGuC(7q;Rm6SH(>#eDY&%Oog@lScR+w?`t-3%L2J2oRt|$L
zcp=#;#Eg<}CGMpQ^r?~uCdWdx3_cLd8%Nty9syB4N)EKK8p|#Of0QLyz~4j3>pYxD
zY-^3W9%?g^q18=PUd%Z91x97y**z2!ooAzluC<b99sYFSz1PrI*zOBXKZ;o1lnHj(
zCw_1m(IODsLvCyOtc<kC(2Cq11{CukY09%kI?yJ!gBq%9SvZM|^Q+pHlk>42aIe`p
z15jq&ctx!TyTCKCj+1dUdgeOqkG2~H-k2|I>AIRi?KhERZ$3v<V0fS_{h2B;#i2W;
z+K!^|7hgiYRsl&KCRWOWZ_xFbECC>7t@BtHo*YSo3vel!iHWhu;-Wbtlv6rpPX9Yw
zU;{SU^6HFM78Z3G%7gVTF@MFRo+w#(WZxb+q1S+_vxZjk(AfDGugzrBm8;$+yqOmn
zb}p#DEv-M8bD_cY(uX`T{dL&AD-NAA^M+kuMamc{xEEg8bouxmCciY@h5~D5d}~sd
z@$goa!&=H4J+<(s3Y7H#cve<J7Y7N}Q&V%xQ`pR+3S<^B!c^*9JJ}7A5$z2z9m{Zx
z<)udp;HV)ug~<_{qj=J|W%Tc7YiD6JDObw!G-T%-0|NA|zn{PMNIidEU(42ZBx~4Y
zyj!q1P2IO~6kLlWv?x;3PNaTSG(>hTTz7B0h<ZKuWKNH!kfvUXcWU_kj#KDoDe6ck
zQR5R}T-g0=!Z6-8FW1w_flg;xaUEEJ(5a@WPGuM239fK+&Vam_M2h6g*24RbRQPr0
zW4N!jC7a)VecupzN-%LZO|_{Ka!slwwK*~n5`Kj1UgdX2AMCtbffYZKGv@3o1(=TT
z{V_ESqWh`>DgH@OcR#pBLFLY}>%A2H)Y$%QN0DBkd;m>Q^bdprR{cu#V{1^BmEus?
z7}`Alm>M`L7Obk+_Bg)xc|DzWv283zylM4y+r1WWc175Bq86rp68pNEFcl<mO~o<x
z=)#7Ih}a76=Ju?5us7!2PpCprJH!m6Wu03)nFzPuHvtftX;qCy6vxCYkzZC~&Sk)U
ze@eNM*mcqU3i*!>1=CMio^Dk7gjZrtFcE(VV^4XqB&vcd<y9shhxYh*-}BX6RpMem
z;DRoL3Njm$JWK?Otc;H2`^nM9#<+}`mMz+8y~$(h#e#H()8gUABE;u3MaN+^)x<$~
z1Wy@O6N(C8@Tz>d>G5!|3O4W%$6lj+fbizm-5j-cbkMXO_B`3`UfXbpiNNNI?sqT+
zm7t_6t%VQA9l72qv#Z?qwc#|`^C?8LgXjGDGq1dxhsKk-Oq05z2TEr`^&nlp(bI0t
ze;jA`4^Z;j4_db%CsVb6S>9a=e{QAvo{H!rH?7Icq}UkFU?y!Eb$JBCq!z9E(oJ7}
zO*NWQ?NZ@F!7}DeT1wW+rf&wVbuaZU_COokXa&31(t4YPcPAV72C3;`4-Enw){0fh
zQ(vX~K+?B&!N;B_757TEsJ-jz(hr_rpi@uI&lV_PQ;%h;1MA!F>?#8pBNwXH+Q;pG
z-2X~k#EO2HCGX(Tg5OLL*76Pr6{1GXEc*raH+H(UCn-k6X~7Kl$7K-Xsa>divfQQP
z5w5!*{;|D3;=3zP^$Ib|^gHyj<|TkNbqk8)S*b4UiG~uhz%gb%$ZSUShV(#BI3g|D
zEzdsObM$folAX*jUIQ`)L`v1fMxAm4UPSc56gqzuJviDgQVi^oyo_Q+bX_tJ_k_Ne
zb2SQ#zS$kfq3>QBiC?kLs@wu9<0wWdG6b8*C3DiJWZa7qlEaPz!h<oVjv5yAS6BNq
z86~`H?c~>4uDt9==*Vx!KVU_?t-g+kM_~cJ&lm@$e^;5TpTlGegc2_Ip_D&QwboR7
zG_&WM)0iJOwW~(Rpta7kJbQ9oS<^EyofQY?3uy&wCz3Yqp#SS|U_zpE`o8QETe=l>
z{eHcCppLIoCQ-rs=$`E)cVL<tTlTIMt~@0<Uxhp@UKYV6Z&-WyaJny1tKaOI956ss
z?H}nro$H}`jIoxAb7w0SWDr))o?aIyZ>4<Jr8Z(-WgU+fl9*L?bL3S`n5x$FWXFSl
z|J3(aWE{lT97mvDul}_e;;>_x#xjo14`aBA44zE{E2;vBSUVryo~Vk6Z(k&``sAO-
zwzoq;(B$c_p~Qu)p<yfGe_4n7HgCYn9}l`WnY(bealoh>`|?$*U0!bISVQ-tk)NiR
zsXY|vynd8z{QyrfNhI5t2QkAn{AIJvHMT`I%mr~a^ODwduiJ~y9p#@@8Y8|n=*no@
z%0Yl6trytia6YG|V`SMH2XlTbC2QVhjcXe@dCFAWqt-^PFkb#qcK4}$U|0r1iKHRX
zuTV~V{o{gI^>B9hg0%3C)kKjES1#}}pt7Vw1k%7#b6z}A|BqPEXj$QS=!MH*@s1|Q
zpb!t<5aqDC#PRui;}ZDcTn`%N8dFJ5=o=^0skWVX5y^c5CpOGZn9o?4sqt9nq8COU
z3e$uyn64hF$e(yDxj5p=kCYu*?ZA8Q9SgR%LF*le_t@L|22NYd2Ph;naE_E!&-pu#
z3}?b){!ql9%Dmk%?EWTm!G&NE{@Vf0J@2Wa?Y`WGZN&`(lS4G7E^gny2=Hf1>5sYY
z&PQu;T`vzZ8K8X?YA$vdiyx&b)y6Pt;B~~JJ<IX^;aX-VKfG{8cFLSzEqA)np{8!S
z@S|DS3P;T|LHExS-gNLWS6PjB6@+YusY$7PcNhw#(I%IT)8z8Ek&Y8&HCd;%hhBXh
z031HIFUVZ_C$ae<meM5kQBR+bf3ssm7Q!LONZgPQFtKYYmK;X&9)a~g`8*VJ<4vn^
zH<Q_GQwiw(CfqhtcadSi6PY2kKiwI&(x)1gx~6cJCgF+%``TN+bWZs;g6;qq@AE@*
z{7kxzd*|VL{LQ()fpbHNtHq#8*J|^CRflW&^Z(eQzCRvXGOyi|DdM!o(o7Nt$7o+g
z^<g1bEca1WJw0%@aiwQWXOi%kTM2+#cuLNn*8~Y9>|DT1D(Sxw)|gSWDmB!}Uk6W!
zasnMT8d`v$$ES#6`F29n%jH!>aNy_@mT?0QERYmOWfAS&w&!DH(`0i{U7~iWCu=N$
zP4FRrA=9&5I@<aSby=?f1+D>&EtS!=F<p6pB9)uvq@f?nSxVcKrAT7Pr8?{MV3Mzy
z!O6Ac1x~WSBmau%A5=_~+&yuu_lUXn(w0m(vIWywPoNcxr2^B)UOB{H9_M_<P$*!p
z=INWEOuOxAbno{Sy-@;jDE<QS)#Vc6I<lP(rlKM}x^JC@(=DUIiH1>>|8ue|7D`X0
zm{Km!*s2Jt{pU{Hg?8-~J3Ps@3xhOUzHT+JO=!#-c2;YmY4!z^S+*(SWpj>BZ}2W{
zjypNxQ04e{jp@kX!Y%R0-|J%x#L4&hq+Uu`c>tMo_sPAFCPDyHE<@>ebazjvhC@)b
zbB-|DVq$9&9kJnA;v6AYYBTJ8_gV8VmIE@~^9lcly|0XlvissyKq&zc5NYWar5hCK
zlI~EtJBJVvY3XL@9zr??1f-=qX6S|)$&tQ;`o6xO@48>^TK_Kt!{R*8Is5Fh&)&b^
zKKqb6Ev;C+P01&rp4}4h^;aonJ>(0zLjpXYnN@ghfd&2WM}^a9kmvwH)ObP^MYiYz
zWN03padU!Zj>l74c3aHfsL_uVOE}@f2P*Q9LTkR?6^>N*t+elXEBQd@Dgjf9c;{*|
z6Lj0lUc>LGxB%pI)J#Ryy(`$PVV%DB)4hdeiJNk=O!=^Qp1Z&EuaB+4x7$p5@SsCG
z7oCD4qExOpQQhgJkV*9ZN$3vwxvM_7_W8r#K|mjYWjxIH5FC0R$`UXmB4!IOt0Qs`
z{L|-onmdq-y53yFhYjI)^C#U--%ILqZcv&2EK8&pO?Y<;8cY-FEWV_V5_IxTFaz3n
zk6Pr9O@A+rgM_+xo>F6C2xA5GrdbR?Co+d}8a7}mC6d{H@V1dR$p69F_vF4{!FZif
zty8ACw)fu6NNbe(Im(|vh2TBRcMKBV{qJj$Ho+8$622h(6Pf*jUsA>IG}U8*BY6Kv
z{MQ)75$_)ScKCmPatGXTbs+F2u|xY0wDca<_2gg74*82E3UX8o$DDH*f2{GZu0q0J
z{6+|We~zFb`>nWTR)haX(SP-&iP+>HIOz6!7ACTrX(I!cwEu|YwpXqk-M<C=`%|0%
zLma`Ioir--A4CudIY#`ai+2JT9=?a!z2eA?{3Ewty%+&MLH+M{#iw^5^B)bR$o>l>
zA_aB-|3Xk-adx0vZw|0NJP%vhh1W7I-ABW-wYObDTSiT~dScvZ3<tC--@x%0zeje8
z(C6i4)Qf#Qi3nBSzQ{6M=}~r*C13-sfUA>-iCOuolt6sT)U>iVqLWAX`HF@YU$oz3
zn+oFJ0}LMpdWQ~RH8h9grLBKZK)}^xyhi!4{|Md<b0Hmu1C-tU2I5L)Q!XxQ@}Z<Q
z;NN#d6`W7SDxdi5+4cl4DMRJaBPBo!`=Bd5ql7=#ULDD6=MiAJJN<^_^}B_7wK`p3
z`<O^P-Qz;{BRVaBs`O9q@VgqLqNh2#sJZ;KNpcl3P;11dW{=?<+9;{uu{3iKw8Qlb
z0`Y6!O2bcZD*1`=4dxsxKTkHOY&n{juMYFnyI=JT-9I^Xsy?EgEX3o_9NhAd%7~`%
zy~3-XnWr*a?LB6m=G)7q0|g!w@|2St%+NB<GhwF)Qp|hluy4gi3uH<p{0YDrlCrYU
zMdNuB-Jrnhg|aGPM{}J+SPia;#XE0$qo|logI48Gu%u{;&m#W2i!p|^)C~nSY~&`4
zs2`{Gyk9<f=*iP>WoY-pSDS6CYQwm|CYm-<ZDRAGZMD$UffRBp>$v+z|Aa*Y7(sw-
zM&B=`moNN%zD)8g7$KyvUtBRyhNQ#y^~+$9?%kI#%j$V5T&VNAA;s@4?|O5>%{>cQ
zgJaK|_ZuwYw_5g2yY<3@QGmKg_#jdUXkYPTXP|N7)Ux8@<jW9)(R`Oa#NMH1Os$HT
z_vLi%&HXg>YWHv4erwit6&r1ZxB~CVFZbWsZiVzszFDw&u$kujaF3U3s(pW1cbe{6
zDx-xA*?oe^4RHa_H9X%TBd;Hj`bD3s%d;b54rHwfFCrfatv0^{RU_Z46`O?XGzX(?
zuBpZ8c5ETAn?{=~>y;o=g<4^U(XZ7MfXtv;ZK~(fV<SFJ9kv)hczUzY0-iI<K3q5Q
zkKITbM0}e4Zp3N8hp*Os;KxOZD}79gTewTQvSJsZM>`~Bk{DweA~cZa0BDfg5A)4X
z+b3Z!E$;%oWtbIQRZQi-;G5(4bo$*+1Y$!(14ScC95Jv$9meA*DU>TtmQQ_Zz1gYA
zt1%Brp1n$T@NXg*D5O74(mi)~_2$}<Vtw)a)CMP9&D;$JY;28J#7^3Qrjn1nI`jHw
z%xt?P)gL%L4E2=;`yC%>9dc8NUC=dN=PGk9U$DsE3<<$~yL6M)79s27;qn`Aw9cKZ
z@EHuQx8^HEeQyGl2kv=@vO|Ac@)kvu`Z7Q>mk22Fg{yhLe4G(IGH<1>cV1xIW>bTG
zGBh{Y@K{;*nb}+;OH}ibJTXrGw&MNq{1@!Cagw1r9Gum!5#7t}@~kfU9)*v6*5^Du
zJfcNY`_xSAii+zGnes@+^VlayE8YzzRq=b7<-ZOlBq4ESvhz2yqbJtBJSMLD8JezO
zX~h_D#d3tXKZxbm_LlcXcKmB88g0}GCEi^gWm}Pbj>@9*_zbiBm2Yg^`4%LzT$F8Q
zUFq{5t2m45?BohWVymm>OzI{%=Dtu^uvJHW^-Ex0KIPvu{W7k$^D10wAmH&3ifLbA
zF)uo#{3%(}yA6G#s+(57Q@<R*;>8;B761UkCq>`iA*EOmXlQo6RK4P3C+cgJ-4v~y
zks!M{#^&Ksk-?#n54V<QiCyOYwPL>VJZ!Lo=*4rF0%I3#c9R5uY|tJ(2l@|RtX|SI
z05d%ExVbFq$!*Yk*pw}rPE8lhb_-)ckmBPKoK2ct?xQ->zSksd5HhNT?WcS_iJG&N
z>{ah{xXtT+WWpjQfGxVm@RKQ*vk}pOxor*#d91!y=FOe<F(M;;8aSJp_ft!V2u7T*
zbyQbO{FXB6pKDvVG|1{Pfu*;axkDE-W<Mi&;oiOx>llU2kL!@2Rr3$!{4(m-f*h;L
zu^y-)9<x^(%R{VMutvpRGv&o9?nwzI0gC-@-=IQ>nn5O@aSqORg@NYHQzRm)QGnc_
zML?AVGO%Ho<+eSSh3)Qm{FGK2YFbh`RUWB4l09_IqTj-V3|OlbYCSpzdiYiPQe)??
zDj=NC7uJu<o~=EC3}Cg?n5O^UTpMsv>dOIM<s6;G7Tsf+&ewL4S47R6Rel8M;K&~#
z#)D5Ets&E@avjXP^#(|;#LsG95H)F4qz+H#E#f_vv&FV5<jC`nvr_h&tjqIOREq`k
z&3=&%Vf$7t(Xy-8Iv)Gp-hBP%<EZOqn$pPtIPZ=p!;vtHfF#C1f^vsrol=h1>)G>m
zdAEv#9?O&Th4hP;^2boq7gPvAAl(;<LcS*zN|GtY&+-+QKr6;#{R~Fv(grNAKMVO6
z6?!DKc69PF(0kCwfZ$I(H-s?-#wf}?cCH!5!s+F`Pf>7%k9-!c4CO}#Tsgdie5{mb
zHFu!X6|GmNUEvOG8h+mveSu1x#IEq&q`UMv>Wi&D37PVKXKZQkT2^()!8tNZhJPK~
zu=QFA*pB_%&Dnp1)U>oTyKo<ofdu9n+l=R@Y;bhy#c#{Tg(q?9PBbsCqqWrgj_c;)
zA0a-%5`yS>YLApt;}|DiMa-VkjW*?(CM5nG7{7BKT3#^9gk8BC4QE@lvhoQP?8iHB
zO!3?-VBd=>IGUw1C{E;VtQR2psI)-)WmcAc&8j28>L>9IRD=Uh9?svOFIcn}^zn^H
z3yad%{=J=sD$KKw9>L!wvqhd`wMF*|wr7mh)Nv*BFTA7&cXDmg{J7_}=@=?Z8Ro^Y
z@<zGas06U+%W;D3w+TeBI|Oq=E}Sp=g10Xn58+XwmrMW~SGdRG_3|n*FY!@vr-#^r
zUtE(`%Q+iSfBF*m`v9NkDYDY|;O50r9LEys_f;(P+uiktCdNV?%&ry?xHbv*5bDB&
z*zX{Us5~vI%DB=2FQ3HD2ZHaE@VSjYGmeQiv&7>S9b}b;IkP1g$?rZ)F)UFWlcq79
zRe_KJ#!yWf90|@IU!)bkX_I}(?p*6O&FSP{$KY=;t)}L}rqZiqf~mY^HsyiDg(F@e
zOT9M4H<t9jQvVD!O=@@vPfY9#RDUT9l<AW<CzO|Rj~5Xl9+WTB+t6o{J3KcTpJe#@
ziaPs~e+*2-*41P{Sf#N??FbOKY-#EBt-lESUgy^9L58BzU`5^?+aM!NYiIj5-dxv)
zp~tw+=zWIcl3Rt3I!s<0srq{f6CN3Mzl}S|blat~QSU)+4$7HrKQ99nKFK)*e}MU3
zHIB51RneDBfnPRxK4XVTYvv#_L0*emnXNssd;&6;OdmMJURW@vF<pX{GdK0Z{&3t5
z(O)BXq3Wy&H$vJ4h7GNL3Z=1qJu94S;;OIxoY@4JwMG_YwG351rj$Rf{w`%#qBJqa
z$}BT*-)rnALh7yf?%>qGnNLEWLqAnY(3v_K<COA`xOau`R0!k=k%s_Y%vaQWRNEHP
zj0gv>U&pYp>R{BWd<-86kB#+qbBS%2v$<29l;WWHEdH8+jV)$|fiEDh_c-(VbjAm6
z_<G8kqyIzlHVe<DylX|`hczDRTq;vZvg`fp@3!X;sU8dVqv3FeSJyG0>9t|92%sx`
zNe7gn45kH!ioSFKn+Icv*vprVW$7{qRx%$TFK~`V1(^Ygvr3PgAs3k2qgqB*Jk~7~
z&P|AQE#1`C8(Be*ixrTvPG-UFU#JQXPp*_(JyX1yTX02h_|ujr=YBqu3HL_CIka8C
zPCVj2Paa+v`NW-xq791;SAm<^nj~h}dxU=b8q#z>)ZHqav~k?x@8p-roXkF-oquC6
z_>unR8R!A6kV2yNlJfSr!2?ro%`{n_QYQ6nU8epxHnT_#!lAd-x(ZT3MYeM-SOR5o
z(Xk2aZ<k;5u1#A&AZ3y219??!dGr~+Y6mR~vfMq|hDS0p<0*EWNt2H7i0`qjVLA)F
z1YF>nwde2!JF+Z+%nHD&NKeof{5z_@n(%)4p5XkX96Ba}))N&iG12G5+gmM29TaXl
z{#n@{=g^XnvTb)_9y>Jpio2*P#f~MjM`HB-0RI*aziv<bW&RPknB2GWN|JZ={Mw?}
zCZG(^c5&IMzUKF%*0K4@{X!*`m3{53aQoXq@F{6y3!dZS;ehE{uwRDR#X>(~urTy+
z-Lz`c@xd>z{zn0ZFf~M8K78UaO6P$sXyMT@YwtU8=IvSQiY}srj>Ef_yOQEGSQ5`N
z#DpYD#^hW%L4$eTWlZWTaY%Z72y{9wceuMVGzr#wA%VQTk<+l3rGyqIeLzrp(z*-l
z`2o(BoXS0`73rI9^YO4(@%Op7j20g89Zu&UFMoK=F`KoF6wd4m1}gHOmIGtqEvzXb
zk0!c~(z2W@O@aHLJ#nOWL%)t^ZhjIVRvohu&MO0uYq*`S9K4CuDrCME=?DmvKQ`YO
zm1_NXv2A!LZah41M0Y+u1+GZ!i}=ypxb(Fmv#`2KI0;mC4x1cET5SD!4&o5KStC9>
zgVH*EZ_N#|Yp*vFyV*G!7Cn1<A|y)r=GAm?+wTw}>h)5cn?sOvPFH`}kCCC_5uK(a
z_xBo6+d6d7O#>j}$Cz@2qFJy=KEb6D7VWksk=4HbNfOB<x;X2P^jHRO2f8k;LBO=u
zg6^FkW${6$7zG=8LE3L;OTSeaV*fng6TUKJkVf4fNX6cE9LcVUee99cgRIhh9*$Jo
z&E$lkQ)e7AbcLw1!s2JvANu=qE9Z($ILPgE4XQQLE2DbELlHdwXe^?N3pv%^=`QR1
z(TXjD`u>I(1K%0iyc5q^)W5lme6AJtEpe-gDdlK0bqKC7Tr?XmOWE@|P(khlxlyfa
zSaE@++RxS|!#TvR#feRP+$UpX)gHAWklAOxmz2$ly%8f|UZ)mRWcVAvr*JEet_KNS
z(Lsr03j6sXS_QEwjB~EF-yE_h)AaC~1}@39)r)9K3+KD<#y+!}%{qAk9P2;(?D6&u
zqaJuU;xt_&8*>Gi++|XTp@TvU((QaFK~#1HIIH9YvVB7f(dwAw9aPl~VKK0L&LYRh
z2v)r?YIW-ET9LsDapz)5F|-v1Lgh0jPrp3rug|epELJeqGF2(Gs;-{+q-kRc2eqes
z7*yTI<IgBBtBld#EHc6yMbn_!g<>s@=`~2Q(#*<veGOmTJ1CC*Cg@kOe{S!5<jM5J
zkvF*J&AzSA#PBj~K8gVH6MC5PqKn)LG61WRgaAA&S|~&>_XdU^!BNWq{xM-=M&#q*
ziq>ld7R@;!7#QJyAlu$n|9tU+r7Y~|dJBROz0|e{gz*4Fkhy?&A9`Y=+3O*uV!6rr
zWcyO;wD%;qluujLJJmP8jLDqf^|0o`V)S%tbg#INNyNr9w)4}m>t5AXy_xW4lLeNO
zu9lHcG$Lyc4A+^}8NM?=o6Rtsu1nmVE3Gw-sgGvuALG$4by2se@l*;fprh4zqX0Ur
znl9d7_{p31#p#L0GKW`SokH6^rGk${DNycBpzkqiuD~=YT>+ipeQlCB>V+MhpZ22V
z6+e<TL^fcfXl6u<8nR1s3*z6W>I>$rg@fIuMuYSuHM6h0nsC*V%5Dxld&wLb&<&un
z^qCCb_3@$0BnCsu=!?E__f4LE#xiTt@)j~>;f@3DZAOoS7xV1f`}E5br{FC|2b;qv
z1a*kC312?3MG$SW8E5hi;AYi=0|j^fqT>;?>IMJ(UqFke3mRz_0KWE-vAEFPf5)>G
zE->Co=*#|@fPNAft5=45?;7hvpb1>RTOO+Ygf3KXH9=aB0R39C^og2QjqQlH0&t+f
zksUHW)+|uu_-*V}1{@ssteG%z(2eh?D{+G|pI)k}YC@f73?yP8AX@faci^d&t0=aG
zilGcA9X$zz+^rp-jB((|Y&F?q+U{iYbS<wzu~$<#^l3eCxr)D0S5q`|JYC++f&3o&
z36|v7Meah7RzYOF2K6K^`5Yf2Pt>vMhb^}`XH+VH=cSJ8NIiR3v2J3ix<M`R>$y^K
zJ`m4X``|>7ajwH)Zy%##%1u&_M7G87vawv`hTwxmr?j?9rtohUeMtfi>&*_L!--|!
zf#xSkyU^z5B=UJ`mDUv4m3>;74d5na=F^8j;k+ikqq}v!)cjJjhdPhLwXh+0ZL)Jk
zi>)>e>G(deXLiOyCR~J$Xt!qHAw!%1=_+HVL+f6$nJ4W$!w<{9NsfL~S<j>xBUEe_
zIAyX^m00ENfHE|;pR#rTJWqu|fWG1pIi&srU+|=40`ff2H^JaXBnRma6lJCOqz#G$
zjRZ5iGC5h=_)?p%sUP6MybBmril=N>pKk*eb{>2R^jn_XjnX3W)^>R|4sKa~1=yRB
z8k+;}8LsvUa{4C>$`>lm><2!dsj%2EwWv}I2OAN@a(WJlZ8{U|08`_J*b2w@t2wxL
zE#ySg9Wa~VY_(hLn8)qfp2EG9$`w<aU-L)vTD#*#4DpjnJEuDampa!shmA%ItvK4Q
zHbBb$?YQ*}3M4%j>sH#&cJ)5*i}!0albEKJj;0_)uLUtx9}C||6jXC9LXrmdu7Za@
zaBp>ba8Au$2tKNK+ywVI>~fh)+@Gvwdo_oiDLPOE_CA;m)^{iUnN-&K8_)SlMn8f9
zkynbia8r?H@TNX1H1Ud*BeEEqk<Lx<VIr?MZvEoUvI|Va8Iup7E$Fr(F`MbPfIdh}
z>D)FPzME<j>cS~cDCi(R<!Ml7|G8SeZDi*a%SjnsL7JE8liM8U2)hyVD?45=u|g!_
z6mhsetES25ng?&EP6^-yd4CUmmCk04UM!Xfkef|c6TyErW~rP2;H5V69I4*+#V<Mg
zmf`eW)>XQuUnF4Zb=ft3g%u@U4iju4m7HIsQQ3kov@6=1Ax89^C5=w8z#99;r-mq?
z<5;jE2bQn>wR<`7DgX{^y-cpPY~8AfwisY@MK$n4h(OVw$zPUdpqpo>>3hOwZvf_1
zF*Xj=i^ONMHW1y*d%xGS4+>u)z-v41d=xfR^R?(D%W=~93Z6fJdwvZohNYa(z`+i2
ze~#9E`7sqH)nnQWVfo|N%|i3uLi=Cj3SDQ)-~2S~H=yn~q2ptRP_mONm+$NxDWNTM
za!@2NVHvFA%-2f1c=$ARkxch4O+0WPYPqU&$CSDy*q~o)$gqD2q_G)w9M+biqePBb
zeeKD7TFU<;_iXK5mzZWAkIq|uWuZLVXh*W}CcXhl)gQ^Q{IC^BiKQ{1MFBA<&)#T3
zP_^+ztkcuve#W|nVf!bg0ehM>msY{}ETQz-D-Mzplk0Dawf>F399;CcKq?Id<&Q>6
z)jo(5;>^c<m%fOrsJdahv!dLMXPHTM_bv}X3gNAp`?Trt*T|C?V-2_|@mG##vpsOo
zJ%^@fEhDzB0(;kGY52|ZET55IEa53~ryfi_ImCO1bq><<sAxUw_zq_<Yr7exYCYQs
zpZFBjI&${l*P$;Yvfe^{D{J^5Jua?j?cDsnu)h(DT^?-ERfRCmOW0_uDu-EzlZC&i
z+CiuCeKV5`+fh-@hfOO{fyN>RO`w*60$HckoeNXc6`w{2m@oNWF;(xh_SMBFyU>MD
zRo~MN@KGA28dXuu8tA~)T4nL9t5AUdvC+`va@C<_L`)^%6`X?d`${T#O`ODRNjGg-
zHh;rntBldwesmKaxvbw%KHTtL$(BQ_FSD?(+1-ljlE5UhFx^7+Y;U7hpRR$K-fDhk
zL|1)#=NyRj+aKUi9)nvMkx`(Y15mbj6*f;J4xne{!1~<exIX1j4czGkUG}q!m>Yf>
zbdM*4x^jKy!Jqz(vX`eKIfhC=79d<9V}^vHCfn$G>l#ZBq*ZV5C1_!?M(RQ-oF`Aq
zgzUlHUy5pphNK(b@kt;arwG?_1#nR+8O%!__s<srixjn^So!!ZDA9M*wt~VN(LDbF
z#-kLGWQUA4_5<$+N@+6uU1<EMC=P*NMZ?J!R@WmPI>WGcCo;f+lR@Qh;;C@k-_GSz
zV<gc)`gns0_hff%g)<IQ`st5ew3SZ#TK#g~ZP9=z{aI9EDqAhkNq3`b`zESh;L7h2
zrOG1TmU8u3^A9nE<SoR<Z%K=?o>9YJq0jGuFdzqFek!Dk%&Pu}Dp5oxHqX~kN(25f
z5?Lv?q{uAXlIIU7jZ`4+NTkfhy~+1~uiaZVCcqq-?P+J;mOJ_H!=8?C-;yr7PBp)C
z*naaq|LffUB=<j^`^!T9f4Eu~a$u3Di*DqIEt~rJvuja|Tw02z#l{lCp4qeZ7}EyV
z*styKf*%FDgwhov(Ei$kTU0Oy=EeZjywYmsN@r{NBEy$n<Ho#?`4J8=_>%E?`npmm
zi00ec0~yWt?N<MossI}r$MB|U;AxGq$ST})e}1V`N6P}PB=1@YJhy6_7YdKx{?@pJ
zdxtLbbW42q4|%#2`q1(-j6PCmv9C`ddrB~J3Y;x8$#<u0z!e@3e=0bR?RrFT#+FU;
zZ~vwhm!{m{j@y){eh0PljcF(ECQP(Gy`HV@>9`_n;v-8%Oo2z8XY4$-CSkZqhf^y}
zJ))(zaqn+)`Zz#u8mxwB2!7R)qOF8aBjW17I{_~Pq@BdPwE5Sb+Q%c)#h|3a>!^(n
z%7xrqm0u#v>1dWWpTe-Y8UOe~zw9aF%dERi2-p|O${XZ$9~m&5Q>b}ux+3H18c&LX
z`B9g5Gd2t5W^l@Mmmy;aqIv%v?_ia(1t=0w)T`$&4z$tG=zEdUEY>hUeWc<?D@*W!
zNy%khx5k5cr_+<0RM{L`TAF>_>hh{R)o=4i$I5A`H0hgj{8I8z(leS~jT4-qe|HaI
z?f`}@s3o6?ftC@%J56UuC>dK8?>w%S{!o27Im8e$`|NPqcfKuI{>k^clv3ep3683g
zs?W6e%Yw5wACN__MfihcNcZmw9Dh=?FCfAnTH7B=zjE&`PDZ7u0pt$Sw~w=s1!4a?
z4^Q97WnngXv~eD#oVYr)P`Z3XDIUe@xe8+U4T8U>wu8O)sAAub*@+|8)6mJYL3y!O
zYEubYw{!rvt}_G8w+8i9FVYLlBtH^t9(8Rl4(oplDB5Gt|2<8}PtS)aI3wU}LJzk~
zz}5QKL^H^;X_NM|r0`kG=;_XCpn7ZF*!WQz<l0e~1kby1pLcHHiX^TT@ukE$?<dHq
zej08qqyZ9w__ZzWy7z#%7o5Dpxig1!@AW>kDh+X5X&D-^c4G{$U9}}vbK#2B-)ls;
z-xS$0KKq;6@D&2t-!)_w3Kt<2s%{<CFH4LrewCnOZ723f(DAv4voqVAkOZ}H7aHfJ
zeZMVZP|d}-f$=xHt+KUrD~CE(U45qwQB4iPV&$F=JkwOI%mPW~Zg+>4lha^ueMV$c
zpd^ZPUZqUfk<|uNo#pE1mjvH&61y77pZ_={NLk}4-)g&Ob=0a%%PYYGg128hG>=*z
z7Rh;Ohy)Q^vmb60OUaK7_iNO)EpY=YUA4X>7&>H(f1mIVFyRfgJYnhQI6k^6Wg)c4
z<R|U<ZXa_mS{~mDP1cJz%h9bHFw~CTE~Sv=QNP|Gz=QiYp<&7SmS)oNpAyjaR1Ho9
z)%NP)cteyp4TR(}R+7F(8gSX!?7v~?S9ckx5;Ra)dy;RlK8e|X4IM72deqf;-sE9_
zca7#X2zh6<#z$_8cb@7fn<b9__%FzDB|Wl?fY}Y#y{q620?Cz`F<Ft$@-u0Bt_C(g
zC+M3ZEMltWIqpA#_v}f(Eq)F9T*61JgFFiC-dYDMb8aUptJ9?$s+XpZ16y4M^K|Y-
zEblnxR6COVW3ZRr-73#M)R6&b%fp)8&sJMd!RWs#)0G8j95M%|7uQ;uJ9DPJtvd|k
zWEWu@AharN;T#NI<th_Y(KUbo+`|>*?HnG?XY>{)3)jajQ~dR+7NTxV1JtuFM+W=U
zrZQ^_8#FkTe^1-2{5~^hZoe-5IhSjqn$XzGAjY5sglCG|jtCT(q~q4|y}7Ar+Pavn
zx@2;r1tXW5i=pRWsMH=5KNY0U|4$|{QZyEika>A}A!2XZuA~yykxOgw3B6{v`=FIP
zj%FhB_mVg%y6IrV7dc{;0|d?%RMSC6MF1$89GS<SJSpIK?;jD|o}P2uZSq*rZ&`d9
zbRFT|xCIXVW~Y`uKkC_}ZRhUyFnB803;$zQjsnPNC$EyTh!0U!@+Q@H1^G~uBk(dk
z_SN3wrT>gPo#74yWLlPNzL44{?PkWk_!FJlRxPJazNA54dVESY4&HE~lfc1_xK`YP
z(x#0|((p@(;b5e5J#_fju!=9;Mf$jNP1AD=c2#{r??=8$VxSbKD0hd*92y~!BC7=6
z<`p>E2)Jy=6Sv(xr|GE|usTLs(!`PU@4#4)k6>vx+W-VH*}0X}sW@6Npak^Fhe*1s
zndABbxhHj=RkCR5UYC^ty7p@2w0q`CxL15Y8u&<513QuEAmHf!>c9C^cQEvkNlwT}
ztB~Q1j)ev<glzx2xt+UV2S+?Ka0hy!<MvKp1|kIAxXg!-)5Ijn)CPAMaI~zyd7)sm
z??eJ8=w9Xgs~r<`NEvY_jTY6Z?|$~kp7HrGRn5-Wvi-VXs&qt;rkR;*n#gTT-6C6e
zxbC)#c3VSLbt9SX{@Z)*<+~R6OFP<n2~z3Gtha32FeCbIF%hpxY|?_4(7`{+f5=q|
zlep8Q#mt$lf|ur0GWv57YRsLY@F~#H@W7n;ygU@2Ek1*39F`?$wMS04vumiiE<ezg
zq{rw|jShN!FkM;463IW@6<Y;6MGy4DH3uYXCh_6G|1(F~7z+h3o>mMzq8<fdNR*}o
zlwYft$7zOw<FScJ=fpQv0_+h%HI;(BazQK8^W&eQnndygK+Mgl?>1u-3iZF<Fa;Kf
zWR)oh-oJi8iQD+BUGHB<0iE&IQP4}qXjTi(Ov@Z#;0BGKyKtGM5mxJAN9ksd3to+S
z7jo;iq#bP!dFJjuHap!QN}QC<9jLxBv`#RP+ivd7#EpnmPMwn9sNB^iORcri1l7Xw
zSG<p|pd@bCSPkQu4p*w-j*tH83}xbNnVMkwHwL;bh=oCKaQ3wO?wB9Z*mS+%Jgt$}
zYtRal@E)SIZIS8&)1%LW#JsXwhWjV@ls*<|`0SVwK5r#^@Ba<K3NghI8Rj1ei61eI
zf{7D9{u2!%O`M|xGM++6g`kum)l@U4-Rs|h*CQ1T!7lC~mw*howykOi{&dg&1M;A)
zqU*RFDJBGvc6A^0XDXILk<prO4g~;b@DXywKvqd@19AS{fFp0Cz=mi3E;zV_<QO_V
zE}kw4xeWij?C!%a$S%$a|A0|retY|buHwhtoE(w7w@km8@!LGQ0A$EWHnVN{ANA#q
zMuv>2LKKR>;oDy>&i&hv(YP?T@835+9T7(k5ogbp`(J~52aQw)8P5g)KQsL6k-Qg2
zMRtMr%lN42-(FchMaHxD-33#B6IZ{s1RUg|ng6OJ9rsrS|JS+yN$&rl&IK@50B)`k
zZ8rx|{+Cy9|C<4$>qDcP6Qe}{9Q^h$2i04iar+T{mMPAj?|+p#RbmNq7b<phHr#f#
z@8EwJmwA~<${{Be$}I2FM9KaiU_}bwGqwp);eW*%Izx52gwBIjk?^tVjZ{Ch=*9c)
zzv;8c#8hDs$VKMOS*F<aK@__HV1uk*DTq58@!wQcOWc6MJiyIqecRQJR-2&OnkGYG
zPSMwm2(%i)zcwv{H-Ir0Ae%cTSSv>a7`?~xa13D;<zIvQ&%a~|pk;i5<y$_ep53Fd
z1JDo<g}=cYJmb&G|934bCx0Cu0k>U1;7VK50R4iF%pZ5e$NzeQS=4A5NF#K8d4_03
zfB_hKtgJ*QN0~S2AI=YT1SK@MO@*^k{(aihAL^J3O~@>Y^AoX~Be7~J@Nhd)>b|-I
zrz>69J2tVcRZJxxSiDP2?(F|L9(RjMF+4=NJQq|q2UMzAhVBYv4Oi#WZP(+O*YT(P
zvWqKdoEj4!58nSL3HhrUz2kTjg2Vr80MGwt=Rl2p>h5jxK3~KnNUO?UJ}_HFQXQz^
z&f3#FX)7#iSncM?DkWA0yx4!I@TOaB^P!lt#vqI6Oc?{#p650>^xeSfm3wM(<qT{$
zIpE+;@T0NYFyJe})7#hZwVe%i<s|77iz2UZd6&$YdO{x@Joc`*X@2*>bJ`|lx}%vT
zg}AgZP!qJ<;v@i5Xkv~(;B6QZ#c4Uog6t>&ceyM2SuDn6+ugh8OSm1De6|#ZI9Jbm
zI?3LDV!4$yGN;*I3(@U#iFfk@FCXRPXJ6*^abXR`{LMA|Ch?R*Kv><ZaHnW&OkWFd
z_=S>Wa^BiaD$V8v&#BBILj~+Ka@Wu!6@sIXZZiRf(wK|`7m{ISUmT_nM^Xw*Kx%kT
z(|m!e%etb~Ur=v#!#?xt{too!yyB+hQIW=`6;+tUa0W$ak325k+OA##a7ZnmZ*p^4
zVY}JA<Zi5(2xHUd#~+n=*Ux!302TV14dW4m^BPga4+!sHxU)yKXtd4mBD_}<v<iuA
zd0ibS^ktCsgYKZz%P+aR!P{;w+Nki08s)_<W{0mYkY7#tfDxz)2^nl_VUNf)Q`Yv6
z??d(+zZ_R|bo7qmK5=LtUha3pO+&a(uHIW+lVZ21&IWL7xtiW0y8&c0j?GO;n%3*z
z_G9YZUUQtCk8#%1293~{9Dfo_@*fmhjcg++tZpqE%5&{fA(wpnL@I?!dJUdFXkKmT
zkPhUq2+94rIA-N-R|m}=dr3WW0dtq9x8>FI*bJ`1pn1|W>Id}tP$#(S`?{7`SmxED
zTl~G9o3eV2GFDBg!u*~9`9wS3^7>&SqI-a*ymC8=n=FM{iX)ehgaajO;q|P;5BdQm
z_wd5xaZ7$an~UJ&-5=G>9<?>i4}dcmFZd=`!)mT%m4o$5OAROr-*~Yl4-^7E1}_MN
zA<wYebIufHLY`8vgyM{Kl<t!Ty^wptreto{n=MO_E<g$E2vnxJPa4F%Q(vC6$!^_6
z{mbwCnn2KC0MT1)Oj;l_<zUJtOblVt-Eh}G9@8jMf9wY7xqhzJREAkb9zI)<#WTNd
z%2Z36UZ4u%n-{>|56C*IZ<0@-hZdPxPJx8<*VJ7b^iFDX5@Z3nK~uTQrEl)$?<pB<
zH0qgc^gfycSK0&{VL-k|x>V`wCe}*NqO>B*%^W41bce6!O|<d3CwaH0l_r0l2M4i|
zof|ha^liUf8*=7hbWnp6mb*5kpO{rGbNZ$l4P47e*wlV9YsY=HZ~C&cn_p~tFUG~K
zqW;<Epi|pw#Y>l7D&JV0hm9NC;%|Rc>4lJP_JyNM8Tw`NQEr)3rX@yfoO*62vh3(P
z{5fC$wHE(Y3=b;x@^$+PlPcAo81~Cl=nEU_ZfIKEVE6Y*8l2tb*te>^ABqv7C9%IH
zq)!yVF`e^D-wi#GQ$RlUO=&`SOHi*W|DF=T{u3omiBhzEHWcv&@<grpJo{k-m*I}X
zZk7<}@rE3^WO+XBQRoDKdVeJ$!;D?NXoy`nQ6Dc5G=l9x9`dy=JC5y2o`qe4ZyrBx
z?zBg!JJz(OY{q6WSu;w*^omkI9sxT(6ltzJr>LzFntYWApOe#k>72iiCj6WY0)Top
zV1w5y1NgO*11xF3{YiuZ(IYj#UT%G3NbUH(Vejd!fu++QM{^Z-Xf$H#ka%V?sW;>d
zK|cuVFs82<q6=s0diVbLHTB0=O1*A{17(|l0ZjQkg-F-?<NHJN0<6?Z0Q&;;+{O$&
zJA@Q#j}TgW`yzX{ce&E;_rUu3@+uiMb(m?bTb&+<R|j~&{9N5_|N7%4Sy2SU+&;|G
z$;~52Quf^5e?;qX1aDqN<WM13;C8<l8o)tlTd$+CD4xklt9BGmb@g7rsbiVY)l0|i
zj<v<Dr6xVD?S(Y{HRt8L4?<d2&0;d(I_U}B(3QNac_)UgumchO!AvrMX4Dt7TC_sj
zEYZ)AUkfrQM=YtKO7<CTxo&V32gmZ7nY50Gqi$3PcPRCA3R}JPQ<%q5i~uC9v5Dso
ze&R@mmeB&Ee>otck`Iu55+_{#sHyQte@=tyqh6V~9(E>GAL(%LwU5O-2akr)u6BYc
zyZK817e2BcW=3sNF}CC0F3I{(qJ>nP_0;)?j0t+3{-%yCZDw9?HK9AUH6{|;4l<R~
z({++BX|hmHsq7=C554^8Hr;AfIdekjk`*^T=Z2;9z&!8*ShXTO2UOM0{i5rLMDP0U
z2R@`wcNwl0;~hV|qKLvZ`|6kHfL&E=OntL+j3NJqnqRW>8#P|2rUy;)ChQAO|KVLX
zxYz3P=jQj6l(zZ70}x>S+RXbYMoDhm;NM%XmK@U5attqQxEA}!mt!~bgY*4x*D$DE
zC<I!G#LzP#2D1{JB=6bedxhE`k-bvG(V8O4W>@par0kRWWVSQ<am{XhMY;=MA!;;M
zLNBIQ_gV>q{($^4-(40KVON&T!t=R!f3M_=U2?c;rO|edY9@M}Aah7U0upQW7TiN@
z8D_Jmlekj4M{e}M@IJ^B8(j`SOhMA9Ef3>Y^)FDtZLj5F3;6ry*3fiAZ_o63TB1ba
zRHjdIP8>u8uIJ0H@RZf|1!{(2T<23V;;l;Ws`tddjoaYE+f{90K*p}YdivT4`O`-z
z$89~IOlR6$T~X;9G*qXe*nLsqVP%1J#qnV^A#gO2?G<Oi3*~#&-h>3PdBCRJzVr^(
zwLpQq*#XyzPWck=BUBNMI>TVFkg_Dnh1D0k{pJ4Dx|ZhES|zilb^BbZW1E3$hCVSu
z{3Y?v_`B<-MP^mhKb|(2+D$nHd6$+>^p`G@*WL_SEY7vZjyjQJ>OztqyVysmYnR)N
z`J4Fn8S<O&r?<)(4$Y2Z-8bab<rmQE2lt@{I*<>M;n|9Vcsvki0Z;ab=dKDjTA$dm
z;Qn^Epw9y4C&7%X$trKER(QWj&JnICu*|Ra@ZtBcooZ9XD(#&z`}m*cNR*LpJNUPM
zkQSEMoKzrTNqk7(niXVeysV^Yx3hC99UiG2EoGL(Oags2wZ<ma|LVHR4sz+&y8VfQ
z<!GXu*NzBKS*0pB9LIQI%b63pSm(FkFgeWm{W}7Rt@WwlM{p4N0P>{nF4QMqU)=7Z
zxO0|3N(c#%+XHJex`gYcS=cO4t5K`B#-1ivePByRH)1DaPY+;ShjOFR&R6VzKQLa>
zzB2ML@p!2B5%pK(7r=UJyAW%wL^YUQvRicCR`TJix>|<dP+wNhN!0_3IZ>0f$Pw_F
z0bRt$UK{yTwLw$vT^tn3JxvL)^d|!f@UDZvL!HprQR~9!GRGWX`2bhlI<h94at=U#
zz>b#U5!t>28=KhoW4W)d+|JPkp63GK;UL!#PHjESO4y)QDxq`YRXnZX&S?SOy$@xd
zf7l9348dZs29C<sKGP;`R~2D2<v(aKtx4t#_jsY-dfyZ3Srk%|9USn}=5jJp;7=`w
z21As35FiS!rZA5)UeKwrU`0)Kc0A?bV7v`Ly&z1}5jy0y^bp)%2v_<6uhZtuPmp>$
zz4YPZ^EWzc7$?aF8uNOk8@Vrs)f1;m3|!<l0Rqu4gHiID%GG?#EFi9oq1N*e#;lp}
zL00$G>X=m780zlvS!Zx|1Fln6p_I<2$x*Nuv!P#_v1J(TeUO=+cUe`G%(tpxS&<8k
z04a!@1@}?g#4s%1qPI~*^=+f2o--2&nWp0%K!?ir8C`PF;Z@QPezpe@Ts^1=e#vro
zIdmGJ#%dh-)RA2$;Ll7kAZLp2^D6DL*0$@D3i;x3PQI`oZ^XP&Sq%lVZe7rK6`N~s
zUA!wBb>tRF3&<!ZQsHIPYnD`Xols@O>v4sgD|;adM^DTvb&)aA^jB8Z1O;UXSJ^dk
z{QJ&il^<GOFwbhZY1eUZ4Kyk+lbGm&4_N9&(sY!2IQQmU;j^cOS)M1F4!cf-_gFhR
zk>gN9Kq>g=r0gqA-_5)&1N#enCJBD`Y{#&b;`wNDIO=N4!Bew3ij>z;&%;PR_|9`b
z_{Glz%v0YwicfAf_}XHc;-hZQzu#;t`}ez{{Bjuu)6^UV8c|E0X>FW<Bl$<zdyLpg
ztrGX^b-iB-h6lHlGs$5*i<VR>p&TqAg6O<t`(cRL<U?>@F*6%OrDdkXthk~^sxnC@
zaXrM&{7Q8Ac{SvnoN)C*13e;)%*l(P|6}6Ys8WE3w-B%1jn=7(YuyzIcD1dd7;3MV
zQ|3IaFrDoHi3rt~HT(4>Lnwr#a3z)uXFEME{xLw%x#tB0Fy+}mu*`ske^aCi!<f^S
zczwFsz5I)u7hlrFT&RIv-Nvw;RM*c7mA3aQ{7zW=(#R=$r;`#JiPWaVB#2bps%C72
zH$tnzPW0zCI+L&PI4zW}nfX|_6@6aoRrShF=IZ1vS`WMEQKu<lHTaZQR&Q8z(dgO&
zo^Ou#$Ih&dRMpUMOioJMa=p0AbO!`&q_t9!y@bvfSyFZ+)793hR?vMW;bW9ljFo|-
z=o9)0=<9r{5)<yU1-)TNtT^_$a4Q2)XuU+*ksjbI?LzmvBe#TEBZu-U7Tx{Xsh`Hp
z*nY+@k*kIb2lr&O77z!HFTOXs=WE50%)BtZ8lYgB`S$Q}YV(xLu~v6S<7@}Vv}nuk
zh`T`wg|7^N$<(zvXr+Z!d9l(J9?vs)9@~j}cD^yD|AV)_;(+Hg|HK3sWs%0EUGg~}
zOJB3NcnIHFKSWg}u&?95XK^tmvqCe0(C}TsmB64XZI~zTlLrMhL?5*Fh{eNl+h+J%
z;dWZ3-s*i^>?Kh%1!0{1EVJi!n_e()TL8I*T%T=DjJh14=UxC@;OK=7mxcpKWa>OZ
zFEuGkTH&2y?;+bX^JOA-wqW15Cx0saVM&#0C8mtxg`$SeR%1<Yn9HigDMtMPvdVC-
zfzqR*Z80G9y=dXpLYPc0po{K#-*UTYqi)&b>Q->f^FXurV-Z~4sLS{tGTHW`CXEa1
z?psKl&Wz5#<&yt%vRz-~me{N?Y8z^Nc6qre#<)Z0Yc-WbPWddlp^HuZo`&lQ(5vUw
ztLufNGzwd7PS@@lE>h5&eSc7Of?UWkO*r`!S%-s~C8^8Id}<2UYHW;Q;gc5G%28{!
zyr8}`iavwR&ohaHL|E&3OiTjpiSjDy8QcP(O#~%I(x>zbRtl9^>+!7qgap-7u6;ft
zQuI5j9xnSZyYlf-5|Nc1viNb@Xe?X<3awm}#u2cGd6|yri$x752Ti0k>JGH7s~6;b
zXhp@xmCSDF`73&S>R5YQ4DHd(=5Xc!c;4^kVlnPG!6HoXw3JJoP{XNKgb8OH<vlO1
zXyf(J$4a@n#q~RdXJuNm9yMG2y~7`>MeGRFR*d=9BPl<=+QzZS$k-XQ#q}@|Xk)BP
zoOd8TZ7F3bf>4y}Q)u%t)3{b&b$M>Slcg2-oE`+teML5&SzaH$_xLSC&IL@fB{W58
z&U*YijYc13;oSUDyCczqA*H><Zla)4SwaJ|e5(wXJ>p3$>0QOzXwWR}9^S&VkWomg
z9A4mw?ZhZ*{Uq!`;qKE3&`g9$Xg?WMx=NJ8^q8o%GB3cLZ4+8b`NSduUBhgRL+UiW
zt)xyQxt#xLrrf7LE>Pq{Pn4!4nYas>j_PUYH@B5Li!u&v0$e6orW;<(YwKqhwDOA@
zA@{xSy;P6hX@?eCs=(|wVJ#vKjy|%qIjADJ1<p*ciR>?HLoCnd0L^(rz&5d%iGIWr
z2Mn5^il^M`LeK=wvxZYK{ip?%Bsy^FNfQxsP^Vgm9<{w4A$e?TUcfR1iB@{+Ue>jz
zjPtm$W?)CYzvXjcbZZ?Ve)M0cxMSomsL8Vh2{p0t=yAOuk`FR68E!{HJ8x0m*3s&L
zz*Pl5G~&o93>q7*j&bUr6#NE?_3s80W&<$kf|#3)slrxwlCVmv#}9~HX%&za9BGVO
znwcGYpx@hjpx&|G&qvxiYYnA6^&$gne>=X@a!Y+%hA0Z82~$-RNmVBmswxk`(}K2d
zrw0iz>ZBH9ziGT>{e-#=Q>=6XK_VSm&n$l*5dW%2{UhGh0V}%B<N^r_>KiRSR#SCn
zSu1lzXSo;9{V=4y`mXZ+240iN>u$U6GU5`q*!0pMzNdFn(#+Kf66izXffs>Pmsv$t
zQJL9n@iA3xjkw~9Pe+VVM&H(_M_xee8GYRVfupYbB_U&;|5V)wBtYVXeEG+lVmB$T
z_muq(<5qR~z;b;|FU*jah%o&wA@Ik{lVS+Jg`}+@@w?k1F3d%6B;F;jTX+fuz(?!e
z9RGt_ijRD<c@p{M?mws>vT|qC*SKkLR4^|6Uoid-#==7+^iH<JmW=h6$9U@a0{O@A
zQR@F5rvHkAkE{upJ@ldYFR*t9g&0{f0Q`i4^Dmb9zeoPx%d&wTa^ZjQ7Xw8mJdB||
zORQz&dW8_(4hZ~DVTP}f`25U997>LQO^6k9n*Yv}c;_v{;&UhK?C(sCJiH}mwk^5;
zp_h=+1*sB}oLNS_Gl>3ABFvqDPq)PnWTbQdgWirf-ZrJWV=4M8`1-X{xIZE(Aqhd!
z!N1iV0zM&C!S3fB@uU9`Hq^Il(%7ga!+)BlBb#=j-%0(a0uQp2IMhh4C;GD#*MFKW
z-!>J!Gvf0fng|1_mY-a?Q~xPbdD|3O4R-#=-S-=Rm0DclHe)g`cU0j&P5Ez|;@#n<
z`nw=VUm?d&O%ZASS9$+`6djT`McjmFNi<>pXEyFWY+yu=7=ZHH{jU)21f(I$RsaYf
zXtaL?jU<kdd7X%iJ24c0MI*k%fFVo|A?rEV%=EuTBKwz&ec`xU?7(;mYW+YP3RPM4
zA-Er+`O1%Dp#8<)$$kIT4&Rfr2{DXpr0jn_o|Bj#=Nc-MpPaRk0{4XjZli}=0>eo~
z%kLrjwf74OoJkw*)bCpJzLpRa{l+V|@8O8~K2J`PDB_`PrStk225m*g9UcS2vQP(9
zd0F5@+IS6Ly_Q=P2^=zLE4=3>xbH3xp4+!~cy3^Os<MvWucvrFu-$b%p++qu%sp<|
z_<6c_jIf@we*M?j(k`_FzfD2=t^p@~F{X|76g@geU}iD@f<t2U+qOb6l`{82p(l!b
z%?s#aXIqNheNoBh6lp_RhHuWYb8!Vd=LHI>B8hD_k?{KEYv@XrFDkDX4&(yjv3Rv-
zAqG<Y;u`uW?>T5}LimQ`=8!{wf@}*Y4+;UEJwFQ?y5UL|=xOD7Ru*-559&Q)?^ZA*
z($6nsv!yWh7|8%sb4~X@{LL18tW`~-!>R|C5(v(RV>2@&Ff+U_p~7UTZ9s%-S=tR9
zJ$ycH>{;ZMS!ywtz_n9|Rwwsc#Lt-`1LMK__v2_IbC4Dz>ZuR>N~L6$pN;^n9L7a-
zcBImF+!>#d&ObX6emb9hz4JYvN`a5QKD1JdEZ%%8aWJeUC{t#Xo!@8RcGIT!|FqhX
z@F*`UiV@`E)~MgQE-It}7TWFO2y^c_=iM4!P`j7z3(<?_SFeDDQk_@Ji)K)}7Dj11
z?3tBW1EcACA|l8kB#4K@JuIGr)2|qJ2i2SpaCl~cyVuI-Bv<kTt+VM4&LwS3XID6N
zm(6~ct4rS%I!yR9Yq3iQx*}xllYM_IH6dP#%DJTlyMFrW=3DTp{zquPZ{A$^abM3{
zyDQ64AIF|14I4bIQ?#MC@60Uc`}C@TZo%gp{xph7OIuhN!pPaVzJOCDmBv2}@)gzr
zf{^EwhQf(C%CmO+6+;m6*EqWmHvM+yAMS6iY<O+YFOsa&1D&Rjg@WaxZbmXy-huO?
zKmZ9wn@QgdKxFrOn8;{xO#O}r;L6a!XG~=2wJe^az>Im+qp<*y^s+1Q@CE*bG7E0r
zrfP%og0BX>nTtD75?>x>_R!)HS`#O8t<B6M5C0qC?_ax$X096@Kleg>HF}75s3JJU
zpwG(asF+zSej`VhTOp*|+<N^Q5(Mxl5XCppifnN#XT;Vm8?ucPxGNdJXyMAJcl4&i
zD0MR}Q0Mf=N6MFnk!B!~cf?`!hXguM5&nzBUxP=wB1;XX`Dn~bt9{mnSM~lE_4N}5
zg&;G`xt+nEdh~tft?p7b*SP!!#y~<C_eDm@b#{f?_gO1SEre)@sc-bFq5FXk5VQ~B
z-#N@d^|MKRUzv=lOIgD4K%u?y*L6uE*BI`gRvr&Y*#TInHL<6?8e&(a1kfB8?0>9g
z|3LKKx<0AvlwPv3v_lp1#cRmD;Me_OebCvVYkXSSQZeEEQK{ANq&1VI7H@+2WxKX9
zL^d!ovCm<hQ8g{BP3tAnLKjRW^j&XfUT?DqR(uO_ED_u6{Llcgx(QZ-4P@t$JF#G0
z0-GU4(}{^K<fZ6R@y}Yrd2>srPAw_ARMfTM1mUlE=gXRpKD;7jVaD1{@EPs8tI-Ix
z)vr)@G2Os~fc)B5jp4SuyFBajuuF+;Et^Cx+$)NFMFJtH=weYb|L4=o(z5CTdW9~{
z(Qn_{m95p+Z4D|+mzN~leil0A7j--eu|g$?brl$1s%bAFQ-{@Tef21|ODogUCY1f+
zJ1yH2MEV4J-HY{TlBe&9DzI~)U<~${!MyB|#Z2<C{+dAA3Cp&zhewgE$cvEEjI<N@
z)F7I*s*etzdEkeeAB;hM@|$NyhDv6*H2%e6?%Tr-rw+@!&vkXiTVy#;!hzG^T5N9K
z2{C7eS(k`|jkk%qB{5$HTd5a-nSLK4MR-Kz3ekO3^}#V#)``-EAj^IW7CVd6<xt#=
z^TU!OpjYOw`dTW<!nJUrnHk^ciwnAO)PxSip+TPSye`G*D?BfT#<qT(Z5fedSwnBX
zpZI<>E;wK3L5x4RUEyiRE>G_&l;dj6S31dXPU^60`7N^s!d(Dr`HyT`P;?VAd~JHg
z_M!Sc${`CWEjdwu&)3%Bc(A;RHt*y0V+V(tXd_j&cZ>u18a9A6S$ev?4K{F}wMaE*
zG0PlyU1@PGO@G;4w12q1xF&bskj$6(us)x=k+m_X*{Y4neQwq4Fz+)+NDVR7Y4)A0
zT&@5{f?dYNotstA?s4vs&1XQ0t{(KZK_Qpm+f638-o|Zp=G0Ft#5aF9`hDyBm(!R{
zyiEeeu1Q<7P~&}JJ~h6|$Bf!*9sQBD#G$X=z5RUeEmp*bB(pCV_{l?IW?RuA`%Iy+
zli{zQbg5LiNwrNBsX!*#ty*W)QvF|~Sl5>9u4_&1_(xIl^l!7Q(`}Eqw@x^jCfz68
zum_P+-8pl%;SOo>@?yZ&((9EhR{#i-SO&(h)a%2y@3U;!FMZ64{RlssGJXO%-5$sn
ze0nVk0v)I<*tXIER8-&QOD$4JG6q@7Xn$%ISL=YzXmo=bU=aRJ&q=<Y-vbLrl#eIx
z2a_S|@ir@EpiR{2N<%7~ouq<)6xYnY$HQK4kLKl!Y&r-Y3>!IFfV+eZS0!?ha1#`&
zw=THE6;A9VZ^rW#fnY{rS|5D4Sn^e0C@ZtEPc!>=jWSk|K55iv_ha3xTy)UuQV<xG
zr;FmW-Fp;pH3H^vG1RmC3CS15-DyhxL6E6WYx5YV-u7*Y@=0?(luY8Lq!>OpdA%eO
zX7GhDh;;D?{RLNufAraaWp2DR6$YLP4ZWZKkH+WG?u+Yrlu5?jDuY=n6KuO55iP1O
zU8e09v5)$-1kd{`BViD7V$6af=wp6z`lmg7{CevA6PLUN?F-Rn%Co09jw=$}T=eA9
z;Z7^|ujz1jtKBM2?!Puy8Hp0QqUo^?%U8&)FE)^L;&`a3dV`1JgQLr~julBMd0Exc
zduNDGmRlc%Og&ql>b^&sZEV$+q1f&#Fh$eTss~D2P(`i@jYU`aX2*Cyr(d-$^W*S)
z-bC`X=6qh&=`s5q`<7q&%HDBBPwEtoZJ>%4Nj+6mlP&-kq!BwQ4HZvh>OcZrB}|`?
zes)tDWc<u!y(@#=Md@4D+D!)ebTA&~BdKh+3T*Vz5Y5Er;ix##S-gH^MddsLIQ>8D
zy;W44+tMx^Apt^wKyVF^;1b*+KyY_=cW9hOLa^Y$-P1TUE{z3ucXx-zX`Iv9YwvHZ
zGyXCDeR<Bsx#_{^!P|4bHEY(as`=DY$cMpDZ%fC)*@d-3n2kb5mkm#PeQqS%0uBMr
zd&3<5FlIu)d5zjg`Y@k82Z^(@M!xVw9f;8^l67*sRmu1(daL+aX$?pAwN)-}ngU5&
zUwN)h^=>}LigCv~!QXFu{LZ@opFU$z*{!+gUfR1muzy?|BaNUcn<zZUw_@qk6nsOt
zg{x4&*4NrbG4q4uF6g>ZgkpA(7#-+orku-3gc`h=wwB0{IXBi(3;hX5mhCx8VN}tk
ztsQM%SUr0!mHMf~72<ibo1MA5!Ra6yxKRuBYEU9uKuK2Gt^DPu9Ho}BDZ38aHCe<c
zE4{JOzx=7T>g?4pm;3xnB$=!?#;+x3T%5U0ZYMI_Pw%C)vwox*&k$e64@74A)qY^e
z=Vu7pg>V51UCo}9Nbn(UIr%-;+~&<zMp_ZaMjLxTVr>!fk0#cb!=D!+@U6lp66iSr
zLyGRkvNmqvPO?du$tkrX+tWnOzViKG@$rW;)8X8Oa!9JYi^kL4m)wyiWEL?qsq`(f
zgHSHg9W3<W@{RL0`#fHfzDy>3g{`EW$?Ccr8dZ6Lv@o|~uC@VN3?d*&&=7L4ONEdl
zF!(|2n)m%7-KV^)qO>TV5EbrKZx|AMK|ewBo9$lFE$ddo7{#QBPp3+o)>I?RdvW$D
zj5S7X_fwL0vT_g6`=Xd0L@w-A1W1I0d)WJF>gYt2$Ba+PM`t(5aw+rP(j{m6i(3^D
z@1>pW#C^}QdSiQzoPvZ6GF^!A9+!&z40SZ#bF?!dQJVrZj)jvcd5n>z9xNX@Fu14u
zIK7jPUYIHYrLnxSS2q;Vjf<z$9rPLkyU>S7P3`Wc8_!v`^75+yTqYL0dYh{Pp`~0}
zT1vlnvtx9%xDW19ay*<k3HO09Z<nkWKb#m;*zMlc;33}jjte7Qo6rhoV*(_XtbeU=
ziEL0GAQI;br+1qisHQ4P8>gENnb)Khr1rKeq!Gs@0sS(gN=ov_U0-IfnCYmD%=T8#
zI1XfHIXTLmYMha!2>Q?aWc#q1+AIB(>M*FB<HiodGviNePlq?6*GP`lg*bF}<Q6G3
z3n>w^e$<l~+h)Qr^$nLcsr)`$MTc-D2E#m=(8%Yabi3KGy8v_k&>h>w&DLOVvYH@Z
zF=PrhT5`VD3WuaK4#^Q5P_s?DqlHPfYBA!XG<bom_3$28=H|F8p%n7ts9g=$s56FE
zIXFY{j7lRlJ%^=M$^y#@z${U_53YShvfnvG*aRDfMPq{wlQjzL!=zF0j&{W67`YIB
zhR#=*1_nY3oQ)sKvv$_EF!yA!&6I163)@?0R^PjFQ@dfRSJT{SP$7Q%8K$-Wv6<0>
z!!*vnK6(EmU;E|Jw^EoXZ}mZ>)sK7ESX+{W9J1++dKV^nSmf+Vv|QEIhm_Mgt#IIY
zjroJfT6`997;jx#<opriP~c?rij8?&?MuD=<<8#fbzNKSP7khpcL${>LY{<oo>r7h
zQC?#MJzV+KPe*2quC>cLkozzp^@=<QnYyGo@o7B+qZdkiON&M!MLWz`hkPjf#4-`-
zFc!KLz>6|tY-gi1jW5CKcHjGYqR$<V{{q<;gO+w#K(?l~$t#-tp6K2<bW5v|)8Ty^
zQ9Fm03%K;=BFSx=r^BvTQ7K{f*P&$R$GR=7!;O^_;fT!A;!dx^2<PESaNhXL;kgIp
zzFQ3*f7>?ErZdn`)q+<UKoJd2<}_usxhNS;2`Sou!02_9+?}~TRG~fp^>%ncP2*sh
zK9+JOjWT#74_dxrs}e7%`dmFMdTT#O`inDl<L0M-2^b%MN6wfc4sTA&WR-_HoEFEC
zB$5Ety&#<WT}Z(v{|388xX25v(jPI1)WJtDDq^DQu3g8tu;H`umV0M1Vy{3MtSa4Q
z)J)n~n60eWbvd*}oBlg3;qmTE>$`pp;_`l6O9tmRtt|4(>q@#D{3tAl_X!lNuY}An
zl(vudxVwxcdA^C3)Td5z1MZzd)69yE^qjIy1VR1rK`E|g2X$Q<{5mIysVN2nG?uiX
z94A=Tw&pCKMp!4>3N2(VRz>#KWUf9b<#$d$!c#T;DbJR>FjmXkSQAm=F!fzKius<<
zi79vJ*RD}~{TUsG&;n~>5H$QW7%#%`8M^c+)R(R&CaKlK4w?CJOoS?IA5obo(L<hs
zfQMZRY#E782`OSKpN88;oBP9UzEpVqP|#pqV~Hgs+{h8p<Y95mNX_-vu3TDB5;sol
z58#d)@5H<Ds3Tx!x$mzTaMl|WRZeXw6(f-^WwynC#&gJ^-fe`jrHH$oW&EL_xK>gf
z_1RsW(0pJ=%X<iSZE5{^lx7S`0))&gbXQsJVDmYlIW;;@d+n7m^6QuCOhF$21sN#m
z^va|B0CR&3V|?>AoR=8~u{<nCw#zv`9t86%yD{BjdBh`q<+!_-qKPOgjwVeP`z*lF
zf(H@I95>L6VYVbv1)&m6()%*azOk74uavO{BLeScU6z1sQ=a#^u2sk8E~cia_xCj{
z%)b5_#_r8|O(Psi@u?y{?n7_BTIM5-*i4SY*1E@TMe+_c{XJ4w9Eca1W<vy5P(s&=
zi_UPjiocCE-;&ka`FYa;?5a&;ri)4)6e-({xi8+1g}DHlV5M{=rB-}zO}xz+47Doi
zboTUG)*W#N!nsH=e60^;p;*$U?vtXB#2rx_f^J<+m7;zr-3e3EoTII3UGP*9ty<7Z
z6CnL632YT#R#uCt5?LEma2)QY`ic2>`0-S51gi=n(WQ6EdcY_vE=#nNhDuegi~cA9
z(YSyeB^^39{g-~t@~v+xScx_d38IHj-0|!Qf7Gu%WDh^owzHT-aqrWO1CYZ;-MXgo
zvuB)j2y2mADLeghWSU?}eR;;bv3M^DAxk2XyxQL1>oh^kvJ{$A2J(lP$uVyl-Qd~0
z<1w}qO{nYBSXGiPV{t#68hfXlslcNxG+7x3E52o^AimRHJt<>jIdx9#6~TMIy>G%5
zO2u`(r}k`D3DUKyX8k0ZZUY=o^gS1~nQV`QWrN<Egl6+ODlPk*Y35pvXmD$>r_u%O
zC5i4qb`>vX)nHW=?T6VqzUtW*tD%+|QR#~BpK+1MvZYG{0TaDhf8Yl$7I12B9?Cir
zC+H|RV@$eKz1Rs^PJa1~SJavzs5_T&yt)6I4XT@b;^;08;{!n{K<^~iZ#GRR-e3qg
zUCxF!WR)&c?-+EJRbrd+#_%D9it6>)+9sgl443@st~^K7GN{?LG{?C4YoQ0x{P6c9
z#QVJZddme|q2PVT#>5?!X^nL|rJWxw*0l^|6*t^n(GR;~EG@O1Ff}9N#psF;Z-{$H
zj{STQ-%MX3UYe+4T$@fvo8-vNR^Y<Zo-ipG<DBHw<LnRfL#+TKFTT4ok9C6c=Q!tk
z<pXXrCNF>FFrF|)4XUjKDgW@{yo&8g{A{Z8=^&<ZrcY))o<-1{IOZCav}m-s4`0cr
zY`!K+`0;fY{p44MLg1WioU4{DzT~T31yvo?<dC`0lZo2;_FS$*u?lXY!c{#`ZGEkc
z_S)N}V!utPOFbJ84sT0kTv?pHtx?TM8+Koy5+spavmhTozO$M`a9H$WS4efFB=S^J
zMi^XzdS^+5@6}6?AZ8_iLSLjuxyU8r@zZu8N}t$>`oh@U<Y(Hk*v(|^7UmJf&dQuK
zOLE_Y0W&drD)tqQqLfG!(bD)|q8whpT_c68{7aCebOPdX`)T9rtmY5wtBf0{$`@)z
z(N0|Wwhl~$V*y-&j68S|R30IlEaer(e~B+fQ5xTjeqS!Qq)wh4(^x(D!m^)hRp^Z?
zxv5`&Hl{oJoc0ujvX-lOZ+Uq*XyEaEa;5lWZ*9YrJy+N{QEK+r49^x{xx&1_ToU(#
zu$rGeSg)wZ7#Rp?K3F;^|4xiyhqzhmC@$5Ms1nPQ{Q&(M^Yp2Db3pk+4KWa3{_XoK
z;kx3W42VUgXkyygx>G^GjN|sR-WZ<6Y}(+GwvkXqRv$3IJD#{=eu5AwbKenygl-JY
z(pY59VFePC1swl2OiZDB0TtjWNtkIqZYg!`uM^amhz+X9Eft>jKRdZ-A0reAZRx;?
z)|&n_DxN3MJFM(hS5i-*mM8!9p|N?y>)cy<ugty6rTeTUP32`Zx)zeLc*?zSGD?eJ
z!9z_3tq|qkJcKhPlmbVz@I3Lucr%YX<xn3-=FSN3JZn`_8nJ!ks;T^^;jm9r-`Uu1
zK2;W1^qXpDYVb*qRABRV2wQZgx!&0p%_(aN_QJ^_m8Z%2Rvc^_vlQZ9(kxmiQgJBm
zT{mkzCy-LYdwFhqKDO|y=M?BPR+*#|;Q~p_|7ib1T4>ZMItL~0%|bC|No{etor?~P
zk&1ZA_Vqj3-lX+k{vRqH`^MTkt-LWkV-6+UkU?6dub=1(V@I3U-y{vx1<i*o?Ctu@
zNx*K!KJq71>f1%47E|&QC%GK3bx>wszu496hyix3^#0k(lpS5+II5@mW1h@sqqDVF
z0Qq|XcUzbK33VL*hUD0cz083+<GOC1&rIlKb~I6GrM{#bJs>O30P=Pb*iBkLf%LsG
z$mO^%U3qLAa}BK0G8cuKGBvoTW-ZhyO(w9HoFfpS+S<Lm=O$@+uEUK}<OVJG3w%4Y
zW-ri_D3|s^TbJCp=68=SoaejI9HP#51R{N@m1eyvM>(8DG1FU#PrKpo3a!5G37F<M
zcq`_^RjmkSOuL@7kM)(_dv|tIGOhIssS|+Q0LVQ6M~H>FTrQYivhfV+2PW6_XSkOd
zWj5%jt@8LCae5WlqE*A05A_#qS)erm)Hz+P)fLWVx;$rHQlRm-B7%E}<~}I>m&3j3
zqi1%dwASYRI;Ew9QyRIzy6!FpQzSBZSI9QP_6w&2+BCB6i~W~a)47Y;mj`@NYA<bO
z;ysv3gj$9ZY2O%OK~Wxq4cj{T<;!6RF5uRr@AOPaDJnRAefLaV?79?{HnLj=r%`n3
zsYi0)8Ov!3zh3qz;vs$``~)#2HUARy2=I-FYtTG0t2xYW-OHlG*<)yiH(@2XrhEB=
zNLdql&G^a4izgeaVux?l>b!wkav)n@(%PA3u6%mIB2D8E-;zyk0AMH1u<KG>wnEF^
z71C_ih<_7=cwqYD&RGzHq1eddruB<$E%XhI^p0h-cpEPjG>gJWH7rm_ejk%Yp3deN
z$4_^rnJKnbrI)E{(RLsOHJrQr(LUH+aaFD{o>p%VkVRzFHRf40Npyy>uBnvt0qLQL
z)NVhQUb{ad?b3hnQ!=4u@JWZ%4Pi@+7=yI#d{BrE_&G*Rf958%6{oBgT^o??vZ%r5
z#NG*j7*d`-X|H1jOIMidI~s(&InccC=T?sEJb$n)oxUU2c5}#@NKjJAUt>^<s$Di|
zHYt3YYQl}!`o(f>jb$^4ndIw2Olp|pHhz}wgmLgZ0j4yj&!AO0-v?fi$Ao|YPj~XD
zNPBtDrmta}n6~PJ>`m*410(CtLqAb?;QZK9X^-=1`ceAlsB$K*WBiW3wBQsf9=4Si
z?pxC7X)6#N%bUMwH$6+i8$q>=J^wm>)?5WZn=$f(&8mud73kP1MCBZEQPpmZ3%_5q
zTefb@0Tzme?UfJHi4-_xLIZf$*N$JK>PG^Hl4=G=N))UvH;TVTHo9ECTa?F?#IRrd
zk?i*H?DrI71EK}`h(+M5+RuqbBSqtMDK1F*XVqgg{T7Qet~#w{ZN)0K+(fP+(rK}0
z7(+31xeS!)DV94I=Y8ra{1mBM8l|O$I5De(v4jh&G2%|MeMY(~;k^itS3%g6K>Le;
z6+J_(*#Wj$#8NwFOU4g(cU>gZ?slzaon_!F-KbA&#cJC2W~xC>t2<~#eR{2`6Jz3M
zfmT(=L-BPSjfMr2bH}lYiNeVU#+~<xOqb!3nLLE90kr|~(}fmc#0nc2nBgjMa-#h;
zX1yyh&@E7hF?XlHFx5-x+_SB++?RfxXcay>o*R^4b@G$ZIjpD)GyeEm!V^vZHZ6YN
z9aqs^o2$#T%5>ABslC?ZM=d+5KUtxrJZI<ejl9hTlkuD%yC!35i>YpV&ar~B&STc$
z;rg2e6>#CJ?4GnJ!%sNQ<1*s$X2V>Z<w<<*i+9UUf~M~`w;9ls8JlVNd(idcPz80Q
zHmfc~@aeZ71#gH|jb$pDsb9LWu(rnZ=|Qhzj8qGxWOv5rI2F;Y#?tgM>Le(0-^uwb
z5Z&&`<s~45EKWnYbakkd*SaPnAkHii9xeS>43rzE&fR{b;j5bTF@*D6j8XjkS4JH8
z6G*B{244@>f4(@|Hr)`mun3k#>kj8tKDe_>YonnG_p+CwVHP_CiBk-rH;U)ZP@*07
zbipvwLI@v(M>T&sa%jqfCWudjOy%p4(v-!y^AoCn&2wF!{>qdm@Yyekh$>?cylZ{_
z$W-}6FkvrrwZ`^YZXGjO7paBc>0h#lNuOv=<wT_sTJ1zWc|VnQhCU{G@?Le%Ex%P@
zep;t%X$XdCHW2NJ2Dzb~6)*0j<F=YdCm~(H#dZJ0E}We&{A_2k&_FbACmim}ZWE&|
zHFDGaLU_J*scR8c?YlJYl<MhfBJ1m@V=_<5t8Xb^12W$WRn07Vh^0HJ#}-K5NOtmY
znpupc!Eb1?d9gUNX&dCUZ#p6FaR<L(c011qfG(wBD}8@<gFx`;T5X_TqeT-^fP0AO
zBV68;&73=d&Y)B(foL0A<YnTP`Mzj_#)OqLI@bdPnn4u|Wcj&;Pxj4eKinCisG<YG
zRS^dLY^OquFpTXtr+^qJD<f0rvQb45HDtzZQ|J*8vJU8Ce|{3B%fs@_Z-NT`;01ne
zzyrKUyK&_qY})U4F=e?!@RBD;hyE*AsbT!^ZDpPyF}OQyu705?F|6pfQK6Fc6>+m&
z_i1I%*oTvT<kd9KE!}T#4nM=)1Y#&3eCWS`$$vf#jN#A#!dzkDf8H?@{~4?!J-F!a
z8~JBQHZpKg7^_J9v(ZC&2YmV5>dzHi{`q*sALA1K2Kk>i)UHYJl|geODMI@PNTvJ_
zNF_p%?5~2Ce*<{X;2?yhwPBH|e?HFfXGYAlAO8j`JbyQ92%kFdqDKMGKX0$Q|0tAL
zV8GwNiDxf(|4coY7hUylm<0UsKQrns`1wz0jzKVd>QINB?EQZ}PWWd=c-WYKgAAS_
z{T~+QZ@aza<Npn2GHd-JpQ<Dq2=iRca{PPt<$v61`KV`rzbk*AzvDtja2;3%l6WHg
zZ@oRZ{<I*;7sB@V=ZmJX!@o2y6;~kr=Mqo+K_L*RL{t4!^qPMf^G<srT>iz?^%v#G
z|NGIqeBe`*yREbg(XDSSKhEAi^?H~E-n?XvceFX?b?x8Z8)U-aFa67K;&Qg~fAE9d
zeTCBlTv0lMfBD(|y%@7pFW~%Xa2T|&@8ivm@7==6FDw2++x`TWeDbTpi7}kN|CK8k
z!BrRLnF0G#B1;7VOq>;}6+gjiGKberzWk#~+rS>_5CVNT=|G?8-0y?JA(~GuoavE4
z|DaIe{#bqh2dzA=JOL|jIT$!AX)`<4{QglS{(JdPj^<wlv6fPoov>rs{9LlX_0j?D
zkC9-E8u|Z>`~@ZqgAN&piTrJ(KKTDGJ6JAO2iq~~L?yGlq-gmkz=~_*&z8sSFmIw$
z<p29+pZUFoYc4P!Xuf3TuXibC4jJ6N=_+3;QLgkHIISEvHF2zM)k5PHdO733btyKO
zW|#iO{;Y`8GtzAzTlo3Er|O`G3{RKxM+n3fU9+7D-tg^o2s3(N2c3r>?#RZM2`oyN
zcA*Y#|Mc56X(3?8+AYwpTz+%8))(iQ(*So^Vn(o2a^DYOC;ta0H~=?fsj^-$=VK$4
z&;V7(xI&<I7qzZ&^$Mgesqm@l?g^pAC8bED62bmLx5aV08njRt5KouU3`ze2`+)MV
z*Yi7vD*|U@T{f`lCT-0gx7o8nC9gH8(LH|3WGNL~-BZRp?9RQhcRzTO#x=D28W{pp
zMWcxOOOxQ_30c4@8ey2(d0U+|aygWNBfTbM#NdUl?<{b{0G1{7*PAcEbCW}PF2l~p
z0Oovk6Ozk3sKe)7*qwiN)i7E^5(Mqjm43%qr!;3d<4)}952c$qG%@JpeyE{}@tUld
z5I-h26Xo#Fv+S8s$5?y@Ttn;XSL};b8bLrDsKw~<%_Sbs#+)#f^jqXs7sd2oxykyh
z$gq;!9Gl2I!iOTJ?ZTVjfbG8Zo%g|7qPAy^421Sy4YzO8F%0nJ&6wW|Oc^PJ-N&BS
zJbp(?G4)j54=CRWS^pZ5jv##aZ>AwX)<5(gjqiu!q3OIsqp?-oc(wgENxW8t(-~S9
zB{TLkh9A+WRZ`@1M23QowD=};81;)#hrAjHO0y>lX_!pnJu0R_TJ-rZQ!GteLW#{O
zJ!5xjDl)6)m96Bd{3|^^d(+MUB~K5p=Fn5nd+UD4?^bJDlw3v#e23~5MD}hKDUW@u
z;Z`q0<lal=hn}j4meH=2_V5UAxKR3=y%1?xREE7n$p^8HYl9R&zun%@o8vGBs|=uh
z%pve|`?ngq@BLY<=uG*gVs<$jI{j3<*FsD&z7-~8J;IqTy8xvq6pf9f?Vqt_8cFyx
zox#ElF)^BYiS;RTZT;u-?oqu1i}aJP0es<8ag40-w_n>EXJw>JlV94B3c<<}jHh!;
z9diOK<s~0uQXpK%YPJMyMV2i`yE4=3Lt6zK_jVak1Vx2sOHol34!i($ug2NQCHxM*
zsDJN`lYO|EGOH3Cfz)Z(Hj?n$WL|2Ih5N*C1_q&3v)fhi3~UVyMf09F?UgI57ttqz
zuSA+2XpaY?X_D><skeH|<*lNL-kWt<IZ2$ii7f@Zf{gB>S>|YfHBFaPt+<OsG`FmP
zV5N4$GvVe57%NozbeKF@rk|dvk5+dtLT4m3*@cowdv{rQm1>nY=2z1%#I|yhz1bwJ
z{Auo@mT<R{D}|1;t=Bi43aUN+wMZWo0db`QL7e(!FmYoyKC2n$GvVF-#w70H@-`SA
zsJj;*Rh&)MVN8v;Pe<OQV8cAtF~7{|XOP7dh5Nr92S0TggBh1&-}@fla<(O+Pozdm
zKW};w08evE0%An0g+D@3JI=WGrs8S`VeOZnanOp>l$65^$yrH7A2A!!?0@RWLH1{L
z8ipWjUv^P7d8$HVr#_F5+_vXwCXCH=mr|#Cfr{Ub&q3<Q>9dOCIaPS%fM^z_dNz2&
zudB#7z37$(-YId0GH?tq)(F+`smZ?iDLbe6k>ypsTc;JX87Wo^g+y1QmSu#tMdj1$
zFe`p0du~M-b6|GN#2S9v=$SdoJ4X%4`@i0Xs}8PQpi0!bErXvc{SW4DcP7sEE|~V&
zJ;S**eoybT`4Hq~(?)Q4H@L%;ilr`sTtF`=I!fM|F(0cP&1mh_SAL%-Q$wkxU(!Cp
zmrAHypVN-c2JBTvG;R<;Vlm;@po|8DK(LkBZQ~ll;i)Gsz%aV29-BB59B7;59N*BW
zAn%E5!E&>^;N0}<X(~PNWTpJt5{c_FV+><puV4u}{<W>7A)<2Uf6hRr=x5Gg75L3`
zc3x!}!8R>8=!A@GfXsRwTlPL`a=j9)BX8Y)rxt!1!eW5a5xAj|v{lTn>{uE1shD0{
z%s(wps@#&SKP1)%t?Riqt15pzcQ*7Bq045np@m|+r$Fdo2ZZZVbv@mQ68uA{A?}ej
zfzW$y85xLcO;J0&1DfWdx9W^tlsZc0OeFx%O<K~W6E`?~)|2izm5sH)ozd?+*2N>C
zxG^dnBT<k*ow!Q<;79zQy%GvP?=qB^8XacazUeY+Vw{q2^UMM8_DK^&rtI1|=+U(;
zMI0wi7*@a1D^QTWEE8jH`OKI<Is99Z5vQ#?gaN{tmqPR2PHxuqsE7>f!%WiK+~~`N
z$5IJuz_ibcZrC2__MvxnQ{<%=r>wy*Vu$$ln%177J>i}r9*xgdEG!RRgMfMJ5{)vK
z*H?CGrmO!60`&0VKDhTpvrXt*FKcDQ1i3sm>;}ey6HV+?!-UqMcwUoP<LsmyvxZGm
zbx|TZ*Y)LBLgY9F$V-I!)PBm9ajGB<1Z@^aKopM-8`XI8n^&@%tPBHdWVFSlaE>c(
z$VD7O1f%odr~nzLwz8D=m0hp=L9kc79xE(&vO@6{J)Vnr&p2>HucjcME=4pU_>|g}
zMz+)LKL#)auA?wn*c*|uPY5{Z4E*^0Ilxp&U_nwT&OC!AtXs#n0ih;4P%~6mjex~1
z!I>%e1k-6qC2Ut$_K-(+i7u@mi~-=cOH1gzYeYO9OqGkhuiN7&)~8-QbNYfQG!`C%
z?^PG|md})_N;$qNSqyo_X7g|N_cz_2pu-;G2BLx!VE5?*3Oq^<09z&j#Yv`2d_Obu
zgQ19rYF3W#bxRlZniZ(kXs6VCSyZxtu~mKdX_p@hg+Ck0rKZ21G6?kAztT&A<Qa*p
zU{1{6huHStxrK3=g>3htNiJj*NLquk2OK|!BcVs09m@{*GUr=3&pTd!g&(~QNwQS2
z$(1~JQ~EMJ9eI%@CCB;W^Fa^)(W;m~@k%;W*Kt=}>-*qazb=34Y>~z{KuWrtv{3Bd
zh}SrBmmhhnUjs$-CO_bh_`R}<+^(!J<ub2&zCVl9AYlk##}tmN;`d&nn@^29@Io<&
zP$0{?NnO1E>STm`M0)cmyf)HBehcAy7@A%(8mghVg#ozG%3AfRb7o`OIW3-n>!Wum
zfOqBpVVTt<`IC&EXm)}}($NWp?A3kaPTJU}1A|+%Mrs5oaxog8D1449!8WzdUrnAS
zok{>*w_g_CTaM32bj|l;-}fTVyQbup|7O_&jBosI=(}#Fub#X)VR1PQ-B2IZdRLl#
zC6iYZtNFbJVW}~ts28(n@@jT>G~QJ+dy9Qu>{lqL*vNF0|L1YMEE9AKL62oFGH0~2
z-PeDIwQ_m7jS+C;ZhB!vI@)YCyZ+Z6SRI7BI!l5}(r2K7HuIMiDp{6S5oX161qqsF
zLHcYao$6{|Z&qnqTF-Dx&9~p~w|i7g&%9Bf?$BvbIp&3Sy6~WG1xPtI?vJhGwj;>K
zK*Uf2WGOfFq>*}cusXws-<F99CpD`qNgvpjhol-{OT}BoUnl#N2$SZePuLuTWX`Ph
z5X6~uvsqM1(WGnV20bj1Tb0kZhT-gA^&J_2Zzr&AEh&cljhX{JIr(I)fq1LZEk>32
z?`d=q@D%Vh@%%I`FI5IbLD1iun%VEX5Xc$KsCv3B-h3N3K8pL}{X#1Mk15fbkd{b!
z7QYAEs^S|YOm7HloW(<k(P_IzRRu9Qpl*Tu3LB;L7gSY>ag7%;`rIYHE%qUe+Yx}y
zsS9s@%DlK8sg)FNZDnUu2psaa&AfmRLhL3oa8|c!E93&Cs&_5@n?7kbWa;tf`9jHi
zKB?hZ4sq5l2XiB$Tp<&-fSPn@II30nPydq!0LT1s?I)%|`RPxVR}Ws3wh1U4_^C`B
zJRJ_MttH>ozSg+HU5nF571@@_eQ}gey&@J1#MMS(3YFYy+WscjU`PEuHL`fAsRZNh
zCL=*qJuUV4dIf3o>j6?iCZB12t77}@(t=lfj!X^WJIrdDRNv*?AJk-(2XTvrS~%6m
zqPievJWNhuPB;;AE7d8IF5zecp@cf~&a)Un9#i&RRwL13-YogzJRE+Bhs}$O9fy3-
z>8;Oi>`@bz>owUCB^4-L3W{&P9R#8N+h%d0{BhcVhKVlrla+y-srAO8rdzGu8+-Js
zaTZGp&btOYqr`XMKDNSW<Jkliv7Zm_hjKgPft(2rAZ1AGVcaQ&{@G5Kjj-*h%Ey2$
zrE00vL_!-}@4hK%y5Us0_DI+7^ZB0^Jf8q-iW)x}p5#fS8>#HLWV+3pL`-Wc{_W-q
zz%7Fr?2cr2`S5kWeGPQUGw@aNkdMtsF7_PYCc}{NQk&CC%yqa^s{d}xwfe9Aq0bPm
zV*jki9}1b6@r#Sv!mJ0P=Q*mQ%`bw`F2#f}^XB1n*LOs}8Pu_>?mH`H|0f^A74|2z
ze1!Qv!S*b5lh0S+v`kgAzEoONyLutY2-H^(Y7Yvpr$X2IbZj!%sSq`NZT=^@)cLPy
z6V41IItKdng+IcU_WPUA?1k1Sr<xzyEdq<J)3z%)Tji$R{$bmpuk5=Z#Sy<3b|NVL
zCqUHW`Evz;aQJ7?Kh+L!dZi;aEGARwWMvGdW^+9uzk%clyBn|u!Z&q=cvj_2BMxZo
z{+3b2yOvOpROy^so>9y~av>e<i~l62eo7jkJKLMxoqYO7g5w#|HGE~6(f(&#_#eYB
z;pXoAzjQ7A?eQmFLh@f)slu}|S-=sI|I)T}2i}$S*yF$SQeEZygDgRB{{L_AnuZ7u
zkazxDGu87y>~?(rrNgTO2|N_Y2>vhKRR5o_{;H|`zg1YjhYyyw7F~jx<u3NGZX<cM
zGro>6G$ng_q-DG8NXEJPoF~!sv)Z==wFBBL&6nE~G_Io9{f@Fa1(H$Ryve8V7syuK
z&rz+KZEq9j7h9X~Bf=UupXhQmZd1kwn*>?LO}wy4GIYOouQ6>DZyo!*G#`l)h?CDv
z7+A^V0~{|u?n9Tr=y$P}W~7ccVK?Vl4A!@C6UPf;lkw+OQ}G=Ai^`Mw)<wkxTlq3i
zeVW6*#QYBSz8BY5M_{{^N66FaoXJ&Vsfq6j03#ySp&IY0d1v_^CMqQ)&Hg)F<a;KD
z(+ECq>i8FfCriv()1^i{*ZrHcqj;v8;MfhrR8EvMCqq0MmV@Dqc&Fhgy>PZ|9e94m
zYbW=$n<V4P3Fhv$oHCV0qV~GQaz$)2{o3Y%h@DJzMVjmWR9P_?Vm;my<y)AEJB*9V
z<aPL@drR)}l|G{xKhNVx5%94D%t)G{*m<iX#~J8!Zr8ik-8+hG=j(iak~qP@%K)3J
zOB6ZWe`?F!v9#=Z)JIpj4YN1N+*;34UP^lc9NbEzz022{wG#0B1p&O*$=6OET=Z@A
zpy9gw{^<Fzx)9zORkji`Jb^;0Ux(&@!*pbw=}6FUdP|r|8tEfz@_5If2$5l`W72JL
z<8>U5vV+%BclI64&czkHbUhUG)17KQca%k<%yzvn%bu5QwkSKE^(gMutRSg^>SW?7
z{le4;mkQ@rSApSPZ3dMvaKxrtf7D1!ZGP)}EO%9D1FT@iEY*$#j`8al|H3x%^mN>%
zn@_8PdQ(Wl#9q)-$cjDeNO9=j3XAkfJkhoQ?8H*mx_@+ygX_w?q!Q1hIWw9=2_78p
zLUBa1bGXt<!M*E!)Dnj?_v?Z3_VSg3*9TR+uAy_eOnNYDz>eaX_~vY~HtQ-G17tkq
zB>wpRVVbZqOi;d#)MMsaZ@ayx&vi&F>SZrW-Srj7T0fQl<W4sC!u{5vH}DC(#BTR+
zZ4zx+vfvu>*x#1>f+_m9-2QT)@|Y2g^#Im0ZNr*S(u3jBN>QWOZ-u}r1|g-Qtv3fQ
z_O5nj{G0jdbugT2sIGJWEdsMM_;W_sMN9|Xf?4!W+v5m0km_x17-?C6`q4nt5Zy7I
zwM*qH73pO=3XDN~4j8ZFdp@<he1mEl+30iazcWNt2JgcCSfg+%#<D$rX&)QmoeUJ?
z6c)K%%6<H5qpL|WF6mwGqL&Z+A_MdBitWkJgtkY+SR9vlfhQ7H!*nyGQ92{%8S+$u
zm-d388IuT9S=@Ned-i%y`(wHGq<rsuAHenm(;JOvwSg|j2kIoXf&@zt)2Bv{^NNk;
z^##WF9|f9Uyl5-{-c2RBiDZxA*T?p`PZlQ{>z6W<<-M<y(m5Eu;5!-8dSR{zV|-oe
zS+m_*RI@D&#Dw6ex_;ksRw#a5Q>K>c%`rZhdRrk{M#gwfvsZ=UA-Pg1!6mwM7n1@Q
z@1oBLw0fG_)dNAQZa>W#shX1o2sl;u$ew*uUdd&{bhgKIDd5Y!!(y3DfvDvBIv8AI
z<9X^`U0Y`g-olG!pYGN!dxL|;0=d)<mQ&@<s9P_(I!))iZgMm0g^T0`TW&giKIC`4
zMmo%ZreC5W1`FHTXc48=8op($>F(3Z7@;&a$7&*Sv+^FcjIW<gXSwT|L_H%$6OXjc
z^aRBy6SotDr%6tJ-vU(p!hKK<xwz}*X5zD2_(}VjfP2`TCEeCHP;)rPOaX0pHhs`$
zg77}&HMk%$Y>o?IKiqsTmS|g<(}rDj2s}HE0SSMQbgtT(9y@9-Dteo6>x=b{K%OJz
z6~1fu3VWrn74O3Ws%Hc*e{TfO$Z>r|@s85?V=ip3glstB_FIM|>r2(UI9MPjsyqgP
z6wQu=!{*pQg3@R1l=4iGAcjP6saeX_I{H+5Yo2@tzvox;Idpl-T8xH!Ye`>2h6G=R
z?}FCp)N@9CbAXsuv)D|rsEi1)5wT%;)`JU19tRA9#775WsT=>h=E}v}IR&&<uE$67
z;aL3=?rU}(tMf^~m96_26}vDyy4F6fQ2dS+KH*ggq2zT3K)@GMC1~H6tX4;HFHxA{
z1{AF9`$kDBJI%P9ng5<or76+gdqLf5XFmH#U428#(KL;!n{6m?=jONfcIzz96jMy3
zOXmH%Uu3I&D!%+mSIdZ1t!l{5I@ReSqtqm3VRKAz^lFk)>)uac8#CvKZtHgi^qF25
z!tV%}dV8Os==^WfGAR?@C=-xK^pNL<4!Y0uD=+2G>JTTiHZi0T$s9q9kUdY^cgikt
zCz$lF2b;Fh^H)LAb>BkAOLQ)YzAisFX5%9ky*=?+Mm|h~x}>y|v8nHBHVx#dURu;?
z(AK@SxjVa?KdKuLM*fP7vIV71h*n+KauXA=V0lN<R`g<O`nSrK(E3e12KZ|Qr|ZIP
zw6o;A2*;2I^AX3}A+S|+ojOHPy_Ysmvl+7)3p$`L(TXDb9SFfT!hAzcHXgefxA+Ke
z6uSn3H2_&8b{2KZh=F1^t67ck<x~E0Rai1w*!7MUNFw6IA&#Z%+?kMteD|p6T547V
zGY~D^E9EYYW&#?<f7rd{fGW>XWCNoXjW6UBByVgNi7nP@X&uEHj9jvyBRLpVj!V?d
z6o<p(hxCY~_N1CHo;u;+SzuI#Oj#k-+5VaL&NKycl-a320G*P8OW#(o`OaH-V2CQ(
zThjf-NE#U2gySaA1lTAf+g8Cy1V^C-%&Z^Sdy5huT(!EhMt2+}J~5Mj%F~n2*$x;<
z@ojbC)`N3^20tA?y+5kfh0eX4pwv~NdE}KngXA6AV^qv|x)HOdscK`%Fsk&sCsWv4
zM-6F1^#^*#63yr-DJcud%NCu{?ZwbYit6R<FA9$zJ>RYP?o7WN%NG){Yl*k$4U|V0
z@Wk0?+Oo9y+2nPAsJe8sbWo8~Sk&A>b*O(trP5L2b}%idf=bgNZ{OGg8UvnP9L>%G
zH%Q&=1>Y(YELHznht8!L953#o>`c8U%hjrfrjG<R+UtkVLnPIMZ>Zx=Gh4jhP3hNJ
z-zaYiIj?Q_BU;^SNMBCcP6kHVi;8J6>Js>EAfBgVIolJV3fPMo%s7Kj7dh0S8WG7P
zb6883?HqN7ro(}B?623C*%*CZq)n$^3;_(NaYRfvLn8`%-Pj2w9E~Z5w#W^8q4=pg
zd=b*{P3cwI>iQM$#RwnYwF*Anq7u6%W>90lt{n_8EssRwou<^04+gp<pO!|tTKs^W
z0mfC?FQWEk>NUSk#=f2c@OsskJAxU+FmN=#sMPekH;87!fw;Lq6xkT_zKgY!4^P42
zr*nAJ9fMY35XIp$S5*kUcF*RR3pfRda`H#E!@PW)oHpM1d|b@U^-wCkUrv!MbQ#47
zcrNCQc;tn3R1pW*Bc1=<CHm7;MnVUoA&&;qW3h5SZ8txRFiI)+X(eM(6kWM_5(p_N
z#9i^E?fEpN7ZMw#-@2{E9n6~;n;(rmQ@t7}+Vr6K%;a=1#q0<xdkdy7uIhb6+BSL<
zPbE_GGQNP0(s9lTuotuTu>{G>v$u{``uO*E>h`;BSzpQzJ*o=9cPlL<Jkle+?z|5t
zFEPGQ?BX6FXH}jp$>PeB6h~FqMF_m{PEytG|60W_fG_KDghMy7yyidZ58IFqDM0Ht
zygL_<%3)h%l>M-O8jktI<3-nAV8>s7@pkDh&HmZep`3tb3@v}|>+5|l%vtUwx`?8#
zyebbczH3AMeuzLKub1DCu*|Fv2Xac4mvQ$wOE>dhrj)m{T55=hXnqelT?L5|pLHpL
zi0aBxzROPiSV2|SZk4<7(usJ5-v99OmsO>T;C%eCXz0qg)q)~e3ASC#|B2AVwu82h
z-<g!v$ZSATob4AE(xG=MY@W6)&53RjQTwv+Fj@i@nrxj`+KLhIO*#*qfL%J|Z7)97
ztsk*(F?>0}!Z4p{=+l>M-b_AsqGVUewQ{cT2Fbz2-b0*L4MFwygM!V3U&(&H?%)LT
z`<y)-4{RMnb9)Y*3PdS!F$(HAS3KP}c#zFlXr8qDSSv+*crShQ8GSOttDh$~<J>5b
zgofT6s;du0`##L8LpN~~?>T38)R4Bb=xPc^C)V9p_apRGO(l}NUGK)2&bvsLVS<Zq
zbHoBLp$WcKUl{RC<O~$ujxoHw&ZKMUaItgDetLV|sBMP!MT}>)_b1htEncVSVC4-f
zbC3kZd)#d+pEZ)}EarO^vmA)Ky*J_TJ=vVOSqC@l5HB0t*&ZXOuMMnF#p>JXqc9}9
z&FAV<LYY`s3^$@`Ir3MUFIV$dPxR*zZTP2Oq^7=8*@IrDMlDkUTLh~S2Bk9v9d^RH
zj)&JMEXPc}d(jV=^y(LUPW(Ba{4pDi@N}B)xmZ|<Qp2G~m)a$Kf=+z$qM42P$J^A1
zren>{-Yjk#5cQR6yLaVwMUcaFZGFUut?|G^br-!`G_n!9-e{WbMaO)d8w(bYa!1Vr
z|BY#f!$grx(=nAF@kH}Lg?oX_xpVkVs3!kMQtG>z6C<ERtCW-5EXUE$LxT?>v;*b?
zxsJdXmFNTBI0oX4G2b|UnpnUMfX*2}40}5zHHBg$puNdwwd)$k(_drE9Y5VGMO7^}
z&n>$-_~bQ(OeB+dE-5X8ZPG`j8XHwLiHDf@+i|9xCz!a}8N~HVjnf}-8%uv+-U@hW
z0ao0_IVCay-^ANqbhmUy1h!A0y=C#9bgXKzQCB_Hl{{>avRGNpnTdha>Da>>OO+T`
z2$Tbs7;aVCLm(l1W$7(f>3v)Mr2-8#6YY%5NsFb-?ApgSiH)B;f{<piKA)<&<gV+*
zWct^_mVr4LvI=|B>c|{EO~YE`0QBifaee@3L#_C@HS()87Q>O7nz+p)>Ui|pQ?inU
zTf4SDHm>8^2HpL~^d?EoLcQB|(%^j%U7@hd2`H^=T#En9tU^5WLP1oz-j$l<)@jf2
z6SyB`x#pzaAu65VyZz(-dFLlpQbz9$yr#ofMM(<ND}t&#qiJg0*pxa(E#u^&gsThE
zAoY{+2in1%aUqiug9z`Au@>^q;70m)Cq5fkvyCluiYF;mFS`Rrj7acuwW9%MRrx$=
zMU%!Bo7Vgd#Wu&_2Y+93Y9NbW5oHy=vi5PrsaW9+PWXdWq%5V)hS`&*$FfU8adhY?
zT|~ihuJ{^%?-12yJthyIL!(+1VzhWLUQXes0g0uynlx!xBkx_*t!{=uj&dcM*TXFx
z^0OqVXZlT;FL?8SJNpggV10nB4|#p$QZ<!}w9p)xe@7m_qbk)*$cg$SxsL=bvUOEV
zWl#a#nEk8P*TRe{-)%rsbcqvZA!v>ghr5ZH4K%nj+a>Innip`iW9Ew<dWmWoi`U8K
zsY%_J;T#EUv6ky^?~c@Z##$P}GJa&Vy^t)TUwN<E=!ie^AhKj#3u&ixp>_MXC=fp%
zH4`RC7-*LTRAn=mvu-d_*0$c7M<xH9B13w4X2qTGLdl~5a>htc6rp{oB?Gr|K}?~O
zq1JaQ?Q3>9(q(uR4S6R7bs)~~8S$GPSn_g|rK6W-#gH3*i3wOvB9}<L^$@Bp3(HOk
zexb(OA8cMnz&pFc$k|35f%fgrkPdTna%-{yLfS~ya4cLw$J!7{^@a^S6zLsuMuY^h
zvgYwJXHCI+*=}hZOW&JXae1&r7YJp^I%Fryu_Dl+#)wqn5+ON^lfzxDB|Ev}Bjl0R
z0PEN=T+Hkgo&IO_-ne{@J#*P&f?kQ@#CmKto_aX<u{w<9umo@#;mh}?1l=$&AwxXK
zvC`P-0ZW6S$s^<)O7N6?e=SjiWN`<ow_LIlrDUs`PZk(*2JWMPU6nGS*>%2{RpRJ>
z@*`utnq_0AERTH4>E(~AmhmY2{LVNm_IoD9HJe6#k!vZX6~RVV-6m6WvkAZRls5>U
zpG&sQ#}j_-KD+JJpj<h1b}+L=j7%C4aV~1m<9yuyle9(vNLaSVZkZ8Uh{98;Kh>{p
z`8xHwVsH6Iq6|aL0(RScGIh*JH!uHTP>uGB>d&GE&e3?J!)EO*da5qV8yTxYg|a%x
zunLN@s@^Rx!vi0IvsQ$Zrj@0jdRdi<?8i@{(4d#DN-zML;psr3bGj-yE67SL+uFsx
zCC_KoL_OweB3`ynA#X;NB}f4z?!so`)PfV)Rq8o3+3c}qd`K}{ByXyXU^0iZar1+r
zdCV=)s&T})VPR5)TjQNcF$8pBzHfIF(3kjVqJ{I49994Bmj^AEitZ4%<C(+d#npNs
z@bRVNQ&&_eMdkviR@LYJYG`bTFv_l=HI=h<HQ70OfeaVJclAzOTgEAO;NrmkqHN{X
z>f<jh4L;6b(N_yUx57!3r1~urhKh=saRr8S)Ylud(xiE@gGCXaG_#f?WU>~?yQ!6^
zI4%Poq&X?E4&81az!#k78G`Ge8a*I2v^*Xf!SJ;`uxx=zSK-C!`Chy=x;-p2gg2}p
z@(ulgUS)D|fev`7(d8TkI!(ygQt#ov)Ijk7MvLmIHQmNZ;``;IPODe_8`=r_{b6PK
zVK>abPQZAe91W+A*^hdl`l6_F(9KR1DL6O*;G$rZnnpxTic_}82&+8{Mkgv_9T>0F
z9CF$mx8zwfpDFW}^R;J<J(<2N-Aw<kkL1>$iWo(DvDDF#KixX^)#KWH=IsiU{m+pT
zbT-LCKP?)T%$w(7Yjmu@$1<!sx4<Dqwncs8@frv+FgP`yqq+3QN~<_h2<`n20F{4G
zmF}3DU~()@Qy)MUulRvY>_e}{%ltkG-a4HruR}|+;P|T;eL*-R-uc~2mS+-fA@H81
z@el~#Jj=a&QdM+-AYLGW5wBEC%$KW_Y#{DNtz8bzI7@Ru4B1%Ueam6k9RXUR`J~Ve
z$x5gMK{^S7!|L>SH-|Uvz?L0Lrb5X~^Eej~xZ;uM^IV=?r7WTChz>TBwg2UO!0Qcb
zQvE<x$9>QK5KY39jH%FwOwRA3>YC!sK1Y^G=p$GIwKSqRlWJd8NRO~Esw|ec>n|Br
zk~C9t&)8hRExY<R)a6;jaZGKdr_^E<?~dnfDb9x8t&Ev9y(n^K=o`G~ref9>e3{rH
zB01od`fwQgj_wrG<Ni%s?tB+S9Wng}v4v0gfu2*6BW32*d%+q>Z;6t;s1}G(W(jWi
z8<OOOcPEV>;0n%fNjjMfAp4$c)FMirxr8?_gb-xX=pJRcS%;giTL})7L($>E&ObUY
zo;vS15GqKRx%Y6Gx0cu}x@B|ClJJv#r-0xp2TMWk27wgWEo%<HGQJFyD&>CbC5dXB
zo?(hZOz!>mjpE|V;_HgTI8PC2|4y|QfnV*vpxEml3&ez<+r?L9b{UPANt%bae|m%3
zie?Gkn#2KQE5z|69nc?8@*`3^A+r_&xq}M`Le%nAqpk*oX)=;(u?mfG<fQB7%8WtM
zL4}Z`y+9}k$S72|9Q~s8-LOTNy3!0~3w9*p#4_E$I;HJ=K4#=MdhtWay=CFeFMy`g
zJS_|04vO1gC)LFK_({zO)<@?gNQRkJ$g9TZt(WY?9V|&T$&=0YdXI-goKUSt#-%kp
zq_J~HMwMyb%f|E7Vt+b5TPc*)8E~MJ7iMKFntEyEp574~uus2ZKLjAzydC`1?_L3|
zkznVs`E?JX$SAsybp|KZfl|%-dkvnn^~Jj{s|V{A1)m;+7dRiI!!dS7s8ujNPIAG`
zp|l&5cH?D4V<MwBi2%J)uyy|QvkC%ZT>8(NsAs*-bNCv(l|HxITR=|xLJtQ%o7#`R
z{Y_%+q~4<0i6R7Vum+T&jR{ZnSCP*#p2~EdRLEm}<-K_Sd~0k7)HADObkrl4yX#3V
ztR<B{8`{<4B>yKiBrBGXsphW6aRW7!i&B67MQYj7&I;==PT)7JS56Un^BU)4Lb{Uu
z=wLR+(5Fv%kJc=xdR24b%N-yh6LtWowpt=}q~`&%u0L5@-kK;pxY?}K2)Tn0p?sWX
zsMJuGb`j3=pAw`zr8Qrr+Qz)!&D(MRt5zMNeka}8UdW(p=on#ko;-z_Df9KF3`2fU
ze#bSSwUh%%+moSRHAQ>oKo6r{gzplDUHW6TRu|m&#)Qq+Um$)flqA|#9}L`*HErNe
zDXQQ@?g4y`v7{#?fe=p0UaXm=@}1Ld<I_cMqcG|&&Os7<j+AF6*tLv&_(PlKf$I;y
z$j^hH*WXtr##%5=b<wqa);pJqrK{+mZvP!??q>h!Pa&++<UpnKZEBn--dqP(S>F1k
z49#ilV}q+E+m(~SD{8v@EM2bezQ^~FP-NGmtId#ef8+ayi(NamyAXoA4~K$N)%98n
zuB}#WUfU73`UAWuXh6_!K=D(3@e8XZwPi(G!huE}zPzE?<zj~r5s&&aVgxrBJoCx#
zU@;XVIB5x544Da6^?qMX!>pKjA-lA<ulO8zcW=BdstESD?poN|8K6>JeB#!lmM3UF
zam1q+UCAT}t3P!-bQW@xaWs#KlUp;cc>W^g*<RJtP3Ds(V<Nm0##1rOu2nQxnKBOB
zwEkgifynT>EoPhgO2_B3#7>&_4EaFf$D<F72a`!r_FPJgi;*hKQ+n4ORIlKL>+Biv
zJ2?_+hQOdwt3n-HwuR=lQB*z~<BG`?q9~)iX_HSckgH{fNp3c#t*2t_(;3j>GxP?{
z{S$tEZvdPz3T1P8@g7)7;d%4E^GtfB8rpxxD!s4AO7CFV%VJs+7rQ+@Y^~h|X<1~E
zX<3#?GInB<myI_*>d#tIa)mo{mPOgW_Rztr*!_1OdZsv<#nc%!%}LA*<rXe2rK0eb
zAg+4a+V6gSu`=Ype_AfrqE)quaINEX-t}52vx{p32r+}&6G@>aOV&OjqK|?<ncs98
z(tf8d%`J+Tx~-Ad9h$L3hPkqNJe|cmAcsdW4g6@~12Z_zfr?~rqZoA|PB&7=Vt5Da
zqU8*&PgnD%D-o<?)i<bHFv21VX(yEoLpH58<F07@GNP}TJS5aId6BhG`*f|-oibl;
z8B|eRbrfzj<4JI}Lel0$1JXb)FucBPB0+`}kHmzVygN(Pu#pw7jft>+tUl0?%DrFM
z{;A)K;+psJlG5Kn4Q-r^E6o?(=IYD0<ZsVP(W3U2rzmO&bTKIfd69q#TjV!21cF8?
zmRIPSoNCHP5X;UaiRmC7<+#k3AXPsWf#x$cXQf3nquVj{#do#F6LM%CvYhNT#`1AD
zbWyI*L>I^mQdEgC=4;J-7pWYb!)Ja|Q1}r24%4Us;)T<Pmv=`&Nc`_;V{!oe>@S5z
zy})K8oI^a`+=juCr#nT6OvM_NP&SbaoTA*{RqiYn0jfw(>X5b(L9lXGOEDX7a~WGz
zpnd?R#YWnY#mgHhZEjAch~Gw9Zz#oE$bN>_=oO?>z2vr*M--7z)by#9Txw)tIBD=Q
z{d}4bW(j6ANmzj<ok**VBjI5Dq@7G5PVt#4LW%W02@D+&O4a}}^y>5v%R1ZhJrh+>
zVoVv!D{6EEk3Fw^QL$}5mv6~WE{~H^w9V!3+SAHhnFkw`n4EHbw`0l7JS{P(N~t{^
zLBNCg{BqOw`*$2)bL2IBo}sDA-P7IO+BbNn^MT`F?|rKlHR<yG9~lD5lWLlEJN<D|
zVM1S*k;Z16*crkS3#Fn-QP2iKCP}p4P=nmsYw+lY6g|d8^@%~t9mwMS{Zb>}Sv#)8
z#P@!poL=ktE~>^{ubcY%aX*2i^oxPquTz@nkk412<R`7Fuzt5aIm!%pO*|BZ4Uw&x
zmn1ZA|1b95DlV>P+ZK)ifgpk4F2OCq-8BSvhv2S_H4;3y1qkjg4Z#~4cMa~1yKCco
zoxRVw=f8j7<9)p6r5|Qht*)A@WUaZz9E0d3Lee*S>1pG~q@UJ&UxQMEi_l{Z43=x~
zylf{<8COd!Jxc8bMxrP?=@})pK2$T1VZ_KIOW0K><U0yp?#8Wa)6Tf4gqEO4a2wj9
z;u*i#%g=sU$n)pru>8Kk!U(Kl)4-XXZTG+#cZFz(KIC8t!LZ1UlI%ewSR)UU^lmNG
z(5dKGbcZ)Fmx#!RImu<Y53hpI*rrIYpL43YZ7a^+FJ%hQzLL=Di3iYX>zKxJ=+0RG
z7M_+E6w{q>G|Yd&J?6>eqZlZF($iQZK8&e}5nxnC)@;>}hc*lSq*%9`rp_5mFo?(y
z{GsNcunt&pOsyCQD9&p!)3`RcuwgXYF$cSI9ub6iqO8w2cZOU%j{rxC;oq7nHFU46
zbYk!;IVsZ10gQ#)E=Y2U!8`pL04lb6<&Jh+qJ_C#puYk5;dUgZ^%zEfIhi*kwxG|k
zV|P|J)`Ft?wC@GhfK@()3*d_{--me3mF?5jj`ZQN3VWY+=iwtLlKK>g>ED);hqEQn
zXu946#{}Zw(oJ=oV8<GkV-t^LG;l}*zk5GiM=9UefA&e9roog;6;yxs?PP(%|Km!<
z6UJsdCxCXARr;Nkvc?)J&2!ZhZi;6q{qs}xV8P5+OmD0P{HFy|s}zTpEb)f8nOp=>
znwlLK2O++P06`QUTS8rT)>fyJ8R-}d=}m+RDVaYfNDXZnN|#{+iVa<RYHOpumqz0g
ztjZU2h6{f0{qDyVIk*lFH2T}g8+MIX$(|OdqZwyw3Rl~eQTL;eCF-gQc2?PM;ruyx
zUU)8lz?yHk&J?8#0)o)Lj6<-4Z*+SVLR+4CA=hgSn+I%OmzUe3rW}Qjm$2(2OVNaE
z6g{tpOfgNz0nwa2M;x;NU*n&wcRjPmt&bWfgNZ-ehO$VO5~=qis{y`m4-1bAo>J;0
zPd^WBr6ker_GMNv-+v~1dr@UAje>9Wyr~{o!C%5Q&r4*F<9b%blAO*eBiQrX?jn75
z`5iXlyy!|2vZTd2vaq^1&?9w_64xzQJeqjIXD+GkB!@ykV`8);?v%UUB4Mb3WNTw}
zCw|7J^>|w0^8$WmCUne>BI9L$Mkg1h?}h<8srbjVHp#5Qs~_?~_Xq_A4T=t?e-bO%
z6z!C`bIr+cgvO?350$a8gj<9bo?zcfe}a5umx-90d%?*F`HmRqWt3mD$#i#u%_>w6
z%Or5<=pk=OHaHqD`%>MgE{}1NotKG8Y)58M^VJHN<vs9XdBRv5(-FOR?=>Q>C45k|
z<Drx(O*2`YpXfdm+X+^LZ9k1ovaNh;yL?8y{qgMJ-9d_QID!@L_ekETVhUGdI2+V_
z*!U?l+%IPw|1u$5RsVK&xj|wXYc4R{#|wzn%`q1s@_i;LbIko(T@~^kxD$#VlFY`P
za!h~O`G){J>mK4h{e`838REvz^`*%b5vMHkSvfN&xzdlQ@IB{OW|l*Hw+nQP?q?Sn
zBMSg%MRQWQkIRSA(8@J{4n659JrX=EQC#U=!WFB~`Q+q$E`;>5>NxTX0W9?_*k5))
zJ$3XeJ%Vz^K(@YlP8#b>Gd8YV5X}tXu(0_?I$j=JoG5=}|41I2npYaeSjabmXVW#H
z^~OJf<3UeC;S(-Tc0^s3z>rasYuQ9ta2lN&Qi7E<knU#>80D45H<xWKzR$7dw<>i6
zl^nF_Urso!PRx?=fwKn>Ejial1JX9Ndk&s9c?P;XUK2*63lH-5YS%xk=Ca&vbe55R
zJ_JlmP6Eu9%6s*c`q_);4hPh=i*wRuqT&l<P!P@Me<@}z3+(RwC}hGgXa+t~&88df
zkd4NSdYZ8$mauhKKf0Z%x+-t?^s7xw?<ZTvz0-*raz4J>YoS$Kq0v;SRIEDN)-~i|
zHwX$ieRz-KB+1NE7NIqg4ocvKubZ9F&XTT$^xFhbKDGQ_@h2NDDB-#UcG~ZzhpTIV
z!5DWu8p!bJLFrBNb&OtdlP|6%pG9<V8O`1S=$o!s`(?Txqh9qefyshznETm*K8bzu
z)mTw2xVq&7&B3ug<i+RU@U4=#F$@RiS_8n1jk^Qs6M4o&li{UcwC&sjo-r7M4X)G^
z_(X>~LYuCb8NvB8@Ard;&C2s<!N??~Fw`j<WLuGtF<2c~li9%n^=V6@$-1SZ{DEsM
zadLDd4!oQ|r{TvFN~K#~&p&HPVy&3YG_LH*h@GJkrmD5gxX#R|2t11ZmYG<c@KZ=f
zuh9%TCxrCIO$Qe8$POzs>2oSlbr*1>t>HYD>-ap>#Esm^@(0s+Dj;Ehzlr-Dd!Yxq
zK`ukYK$W&b?Lx-WAA;uE%+wps42(Ly@#?p(kl!vdd%F#mxY>?jeI8h8KCF`kwv(lH
zuH@5xxZN%?vViX8A>JO1!eM={bgyovDPs<GYuq=)*^UI*AWtz8ddE^V(2dW9!BFMy
z=lh@D_nn`pB&<|rrqnxR*R#}9q)BS*=h0wo`cI$lp}_OaWUCv$Ywt;#^07NDdb)4z
z3ADmZERUX0N>5C~tlOpg#2HJMN8uRrOOP=6m$TXQB!KRNPz*_@P%qO7_vpA{<0+mJ
z`KYdjc^R9*m-Vfa$uK;nN3-)sfh}n8w$9y)9T$j*ff{dk6{fR?SSXoO6+)TvgIL#w
z>^EMl*DpWACU1rXA<kKGoB2Xa#Lpo<8OMSp6OrDy&?TSq4^7cZMPJ8;Z*9~t$woi;
z3&L|qr}T$pL$mNF5fQG!D_7+}jLTdoXp?-^;_?#e@T@!oH2<is>(<o$oGHyO?FVl#
zE<A!WG<68D(O-e$;b=U$f;PumWp1_hTd@-C70tbLXQsyF1#@h;uB>DD8*@b(45_g@
zGD(cSEz>MjCLHY(?3c7Cglf@E-6v{PO4{#v2;ew8+AgOJy<wyJiMyf2x;gKbs0%50
zPOkrj)GCaKtsS9a-HTtV^rppF1XzRYkp~urQSf87BKW(&`Bh;B?iUk#;YNk!Zh=wX
z>NsUxq=9=llKyazxJ70=nKfm+Fn4$^3fZi~(=aza&R@)?|HfZ{AUec^xH+3%d(?5R
zND|MhcDvVTvvEzQx3B+0C>#Wz&i_j8BpK<kC^Yn#j`ZjDQjSRA-y}sNW;o`t?nmsu
z>FodgYlHy@03M6d<|6+WH2q%+ur_cIYNce*n}6DXa6F+q1|O#Ue<f=Di@97&4sK+o
z{P<7X-0Q#jdw;?#U;P7v*{%aO+F(+={HKldFMvBxLE^(dk(o1aeOvvAx5)prU4Mt)
zE>c&@)PMEvzj{@b1UKqP$oz*5>2Kaa_J{E|{{`y(+cEz-xN(+J?A1SQf^cYOGdxB_
z^FPUvFW#0@!;QF@SpT#gzJz;Ca94ukAB6t@>&pLiB^-18zq9gx7Rvwa0&i#8hZb-<
zNm0>WaFWK*CX{d+9*U9;(0uKSUO6AP6gb;_s%e7g)(NJe8k$#_+dF<6AK1#A*ws;x
zdNi-lVM!dkELF3<l5*$pNwJgA{`VfSlk)en%6YMi4~eX5L?rI5WElbuo9aUsQL6DY
zw9?iM)<EYY=ybY5bDMcZJRxKqGLdn}@M((ZUsMZ5vu_V`;h3ZPp`ylk9d4pW!N!(R
zUCHUjZx_Qhx67qRl^I}K!<ES+P__EiwzK@sFvezrbQJNwGs5A=&jnl#n6<vI`S_ar
zr>t=ioJnEodOH2PMak48vA$eG?(tjz%)3da?5A9?SkL@b!Z{OwV*lS@_E>p%#-c;r
z!Ej;1rj39b;-f-ExBbhto_e97UZ<HhL3uOhbGwy_g-q{zcjmsyL(uJyEVWJNEzGYi
z&0IW6hJP369LB5WO5m*EM}2g{5Y=w*rA3RTqH0RI_oRDSJ?+Yq{?Hl6z0K$Ki>f*N
zBSM0yf9C=jDgMRv+eOZd9-nV=G=6g_0yPztd{yw3fM=R2wmvo|ZCG8;c8-G^_74Bq
zDE&1&vFFO>Q0JGqjm~IMmqC#-ND}0gw@jq4Gb9gASuaKCD-E0_;n&P0fKvAR?M2-!
z(<JJ{3`g8%Wuuhq<Jfo=bbl`%$S;e67IVRfAgR1@YxldZY76&qJ>A8vDUvI`3Oask
zVA&*D!Irt2o$hvTM+sT9a+XPC7IR7E)J;mrT#-VXc2TvaLoFZG?0UcWhB3!(J)w{}
zA@oYBhTqXViAC;u)_EPZ82FG7fUY3;35U*SZPtx1ExMUFh}v-PPc(89tvqwxT)jm@
zL7cj#H(X8Uv=mw3dE}iz+hbEDjh~dPA5fJ3*_)Jf%OR_2HX_T<`+8%nEu+aRV-_U?
z2@XzfU;}_=9a3HFc>pY$R@XJCgDwsFX8cJ!Omj@!VD<>dnep84igDLDHvQPVujd5|
zM)5ysWX-UM8v88em}oEZ_$_<93rs4Qx$ls(M#>iyq%$H><?5m(+k@5lP+V$0*DFec
z#`brIW26#I<~cLw=`a^R8t$DpYLBLC+})JdBbq0NJu%c-)F>wwl+Mp5Zhw!cs{VO@
zX~})@Rv0JbH=^{OcE+;~;cuNeIJ*Qq1H{1l;&^%&aHC%zawX(R`^9r7ZD++bZ{t|N
z$9HDoY8e813~zPmWAF}iSgCH^{RLdfXxdKaY>_S=^ZWyuG)M$BIRQaCY8BuFjO-|}
zX+o<3mj!yT2&o?FSCa+J;&&;3>X)6r<?6zr8nKR%^`_D3W^F9nALsW8ju_qZ!zom=
zqQT}fZVXJPCAT>H3HVLZ`^CfTiw!y?O+sopdC^%PvUM1AkDI<Q)7rv0pDRfgnpET>
zKaCrfK(KtOtK0sxq;R^0mjh!KYQUrO95azGyy59Ijx=u{cpu2)Ymmr<MvKQIEMSz=
zz^j=WVa*lSm3P8WPiysL0^W>c%{D>7$o*UUSsG)*B|pOf_i55w-<ebwaFv0^@s0?L
zP}5+;3xeNw*mA2<Fu!*VKJub=tE&VTBI+uv=jJL^*7GgfH*3@PZc16v)duGv)`97`
zc9EYg=d7&5NWHb$@&xwEyhqjI%S>vif#vex&oVvMf#iVZ3=L)l`dLD`tu&QI?UhEu
zemtAa#qk5cLe%dwNfx&RXVmQ!c>!ym=&lFT;)(ZRQFVGbWQ2ow8^1~QpEPpR>{J^7
zsflX+xozFmJ!}AvJdNlK%qIKu`tAVF@jNOkr}}s%PO|bD4TdCZW77_k%W~}<4#K2x
zW4Mx4yY@$sLS5<y=rham>{?b9anJztNT|SEf(x$LjnP(JGNd{6$HEY*Y}e#<)m{qp
z)6h6@hx)KSdBIj8p<}<JprB%7euKl~0|WZn_>5}ey2yhzZ1XN~3ohQmwpR(Xkr8w$
zX~Gt5p;H}>Eia!W80N{U1{UK?)3nCIFDT?dX0;I4-Vn1RcgF2Y1;g;|Fz0o-ia2wq
z8IF_>U&6jw3!rf)mO|<iDrc?>q#nYW7Rzi#5<y|qwlQ5x6Q7`fsk`#%j)$OP#QgJu
zyFb*S+6^nEIE)!pfrw|-%zZl(d)6`TD&2v*tzR!Sf4MYmd3kM)F1OaQ))=SAn%gn4
zZ`Y9&S$qK0kN212x4woi1l>2jPfFS%!nYRTXV+sEWD)`A8Ea#E>o+*{2R&mjhw33I
zCCxIp`1%;#_&uz_syAY-!hL{qef1G&A+yycwxEj(IRG~(*uNPH_875Ba~p>270*V`
zW4Jg+)!ZueFSIOsm}$KlYS|CwwzafNVnoj`RC>U(mwqcXn1ukR9b%aZu2n?>zE<Xb
zWSXnOky{2v))!MAoxE$P(ABY>Klw~UqM%xgAt{wxkXxS@Vy`zr>rtmuTL&JjLE1n2
z74e0dD@G%0`tz?WeD!sfP!8^qV%-kDdL&Mt$s!FD+($`XJf?TXW76L?lNYYf+NWcQ
zE~a?Q`wp~gMl}e36aH&AxOmgbADNC@>3jO86w&X#=yzVLd(2UeA0o(f!?JhLeMJDx
zaOH8ghYdC6j=es4d*Bv?H}H7b1DE!|8i@L4C;%+}*~|sgIfAgZhP9AG`5$`wzm0_M
z!1)A3xwm@Bw>;X;m6r*IxK|!;^lEo{9E7E+T0LoCX}nK+k2e`#t}`s;i-x?;hIgJv
zYO*#cGY&)yX`6eQ&OQnsfsf64>IS6x%+8wP%L-F9zPtvdbE_RmVgcwL^oQ(bc|^Qp
z2T=ITOPmT6B50X<w3xkI<+USBg5w1gbR~S4)7~{`(&N1IH0+G9{zV^5AJf7bq!<dR
z|7`_WTpzDdjuDVTqzWznWo!5IQ-g)Q#@vHz?HzIGZJ2Ta_1m7<ZSxVth4eJ;OgzW<
zX_cjlpH#_4<AzNEgok(U{p47h%`fXxm~QC>eNWE3G-l=%sI>9mFAwi|Cf~HMQqhK#
zoh%fVJl=l#MJJVd-o={t4qa}ma&2c-@Iivw48iO4>6E_!*H9p8xB_WApZ!FRT2GjK
z$N16fj6-Ep%;CUcI>~X`1NJoOK#Ai}0~2Z{o3ChIsq)oqGKB~WqaN4|v0pXftpp|d
zwcT%35p|u9X0ZCvR6p~yKChmBKH@eQYmG#)$gMqlqQ&Sb@T*fXgTMyXLOTy1N0DIa
z{Ih^4<!xj?9&RxA3gMTU!{0@;Wjnz0G<+ipjGu0a$qQJD!(k*le(Be>1DZsA-D|xr
z-t4c9ty!k#r$vd&04Gih-*8i(!Xo#XL`T%H*|YQHLqj@7bQW(u{uXOG4xLUt(8XeZ
zK27LnaDTI1&otdSmtQ}!@4_}5Bgcv7@*JJ|k@%Aesp$<e-UoNK3)5mD<R)9bBt|WI
zcY_DOzEtUPVlZirMO2sSe!335_shTAJMte}kc|2=VJ~2IpL>hQQJw#V?slEvv(!jz
z!Yk&5C&wEm%SLxvl{uuCMBKthVGM_}&#>T7=Eam1{s)%8#R~^-m&=MS*4G>75vWmj
zTcOHlSxart14t(%Z;VOM(PfxJ`U-KJKLS}JyzSGPoE)>eTdNJd;#=@bQHW%7G01j-
z=-NsBSIhj0k2H2uoK|+i{*UkjV_R-|Myrt?aVm1azDcD{qpsC@`gc-goVHeK3u;R8
zZgjyf-TWw%yDxTL2){z#WspY}-)VgY9pT%39@4wFYC6p;h|U<#Ry;F0Fhz+@o3A4*
z8ZNKXR~9g<Na#6(M=NFyQTtRQUJ0>W3@4G~2$dz6`nr~0uhAZ8ESO8e=j3(z<UPlS
zs^<dyvEGfujq5`ifPpUW-?#L?n;h^#_G2MbFjA1@S$SRtL+F-PlP?EoxTM;Or3q>U
z-rO|ru+lA^)BqQ5@CSH>V&(fxuf6H8FYaOD!H0NPJSsjX0uRbM{!O?oqNG?Y8OCXk
z6=jDDTm-krr`qLv=|vM0CvJ(iKij^n7?}W+=I-4|h3@C?Z_{$XT}tb9{14+7zTS7S
zw~)ms?@ukP!kb>L_iK+9&<i|P-+S}9>CU8)RdekV-_wB%#s1%qqv9(Bz{yHkhXJRy
zdBC!6X@eKGZo4;tkHZPVjemzR$V@qCLBo<P=2bC|+SBfxKW$Jd@b+HvXD&hx)ap(0
zkE{HtVKBB&`4ogtZ!Q(_2MCZ^9Z*5GlV@K;9HUC%ydl5*b+AuISJ=;CZj;KE==Mv7
zIRVPa_y$`8*O!weu+VR-dc-+cPfFG&^=VRnL3g!fo6EexIX}FVqQbbnX}8p4LHjY%
zI-yd7zl0<32dc~Ay4PDn?=>#C&2k`KhCdXOK*p<}ot2VZW6hO_ktm=SJ~HH!0%4yx
zaAzhN6G`8d?)~lfLrfgbO@?Bm#huM*!GXaRs^e9L2rp@i`#~3mu!mxqjLP94ihRfn
z4BfRGi8=YI6$bTzK@?Fzky<@LxIWLB^_n#?pX;t?PNju*$1Gr7rNrL&@#7b0D{U4Y
zRL{2;v5eR~ld)#i2hOX^5YJghc?EA1_)Escj~K3=t%*uyTi`{<*Q_mxAX{c#^MXAE
ztOCn8a<?QfpPjc&VX|gDsm-!gS)GsJT#`pl(%8_RNN;l0PA?EpLB}|*V$x<f=*?#P
zu`}C=YfY-+KnjPC<$^9Pvf*f-Dh;>HwO6|1;b$=-+Rr&=m&pl={?}>imExq;vV<uH
zc13$o_#{<6$lDKwQ|S2D$gb{X^nX?huNC%dAxj}%;Vg9Rab;ySF?LGO@+o3UX?PV^
zG<7(Ax)GjO_1jJgik<(uOK`mFPQIjIABv}w-sW<n$jk$AIIf9QvwrX_G}D^C-0u*c
zWa?Jat&n{D(RWv{1q%&PL_WdD$eQ1~BVpH$#k>%HD@fp~y?{r}<djx94iK2HfM+L1
zjdO7uq-HegZKG5ew5=S#W?B(VR{Ex^lnR1)exP8zOszegl(d)!n$dHSg<%6vlI+Gs
zRO+#e{a<S*7yT%&^QxI7ill|Ae4WOtJD0T*ueEPg{^Km<g18L6r1=am!FE@eka@?5
zX=ZC?kDYpEJbBk&Xvgncd^1_V@JMX>DK^qA)Ue_NB!4$$@bzCa&0fU<81<L9VU_8_
z%|%~mT;_*_Q7u%tp^tR|08OKlM;8w{`aX9do<p~jT|6Hpia(XDM5Pj25D`Sv6`R%O
ze)0!jn1U%mD_%KqpX$yG^GCeE)KZ`(t1s|+nfv*{`R3Qoe2I9Lu=-2J%2wDEXeuHU
zyYcY5;R4NYv*kucAVx6z@4<)_?TB8DKXbOin)Il@hMPi&%GXvPA9%8M1x)N276J0*
zKNIde>;a&+?Yhn?g|-DETtC&54h`PMyiIds<}#gPt*H%;c28xL7S&c&3!UO!tnXps
zII}8_8f_)5s6$H7?tD-8aikusiQRZvc>KME{#$F?)~Cy}&nXekT+73iW7WU1*rp{L
zIu-T`Jlf5cAGU1SNa6HZ!+HIF9mnz<n>1Fg1YUBeSY2)IfZ<F*YaiE<Dg^ks!G&Br
zud6v<;13TD<3;!x?Hl-z>x$VC#T}bT!kz@3w|p>z4LwdWi-O!gMMPah4tEk!$<0Ev
zwX680)nwU^;?7N(2_s%r&--fBYtB<h%*dLqE564jlYhryQVaM2wXmyWI?-C(QHKrQ
z-Za%3eG{68uTLy03u8kHkDQv*mXbQ{R>s-%PtD(sYirLYO7$l<c>A*p3ud&;Y$1bW
zMa&E)_sweVO(C2LpGoL;f(hL8fp(BExr_CM5w9WK?#OeOtx}Zn$Ij0wi)na=`lKa7
zea60oYEg)M@+2>t%=Aqb6_2O2Nu<&7XP(%c6`C%>3#xs-PDA<*=jHcp%P_9tv}Wm^
zuZT4%T$zph?-VwjN{M1ifdll{`u7K`s~XsTt3BLt#xTe|>r-Ta4`h}aV~&h!^3##u
z)7YPY2ZinZ0kD|Yfeay_Ao{nov+BN6*$u=>2d>&H23wek@g2ond-a@9E1+4r{n3eg
zk1*=&W5a0KG3PpLdx9(@Ca8lQglmQ$o`^SL!p6kk$*RGOCgMX|In~55z&vXot1R17
zEoMBZ^?R|N+T|0RSTnfxhn<34S^3qqfz@l)I#qKLh0AdJ(v&`vOz2?V%ntsrqJQbU
zkO}7ImvD?G)Zci^Kf}W556ycotr9rG0xhLWkM&7F7BM<xx+K*Y@P%WGX@oaf*04Li
zuN18PmIT98U4HpK;5FOQtbGler)}D69`Dnw<Z*_9jt3^l^V1{UPf;ER7B}y0=>j7Y
zjhX5F28);z5>n{xX#(r(XB74ifS=C2ReovxlV8n!zf9()9qpu{mjN%{)q!1?#wZNB
z?3#ORJCS|(8o-(cKL!|dt@veghh&rGzx|X-3$~#A#CpU{`C57&UusBClvR)-@wHhh
zh(?ptvFA%`lefMEo<h^$JLPJCZv4m$FyHLAQIvBF{z1<|@$MBI36Q|JYn=~P@{>h~
z%0QT_{uQybktSU+HlC7&s9vMahA%T}U2Is}BcGxZOKs*#;OP+G%R_!g?wI0>e%Z1b
zG)hCtP=Ef{FGhIC#cvx<mVkFWzgtO{WWji;;N&HrJYFYUiz)bCd;x7XwefxqWC3<P
zF;TiAU@Wd+Jkt4k7r(v@xqq#>QX#^CK&1J-tcZaP0SRUD)=PY=lW1DPZ_9zc%!*Qx
zJ>}Ml-KQ)jtl&AN%=GNisO<pOnQc*R0w~mVkK(!P<{ASX>sLs1_9cJRt)5BQrF)Wd
z|1)un>Yw{zhfr{PW+Jk+ygrE2mG^)%s5CnrP1qoZcvr@2i!l(Hf5hvt(8<<>E<7=H
zzGaXskD0(^pxnAzXvW)ej|HV``V*a!Zlsd_x}&mgmrCjox0jSmbjc*n_J&?To)}+w
zbeBM0RN<Ci#2vBc!&@ey>VzCZn;c|bO}m4$rpqM_N%W&|qT7au@USN~7wE?*Pl+3P
zaTsaYKPFW<rpMW`;L#Pq7e!1ZIAO~q<XcZ|U}(90;FR?(M>q{*XWZkpmVD5=!Bw7G
zokN6s)fxG1>p3nJ00{Q0Ypu8Y$e~54CQ_M+tq36aN<aOrJ=4TTuF2Zn!u$EHn|<K2
z(RnI^|BRWr7ffuy%Ja@fLjo7z>^fI$qef4A<C_U!WiF<%i)npB9cWgfSJF+ZIeu&~
z9OJ&G*7^GK*}Ft6G-+L>>d$*b-F-f%f|<VUbIG=)x$0Z%v2<tJ=qSbnczD7`U<47M
zEbUjLR>DabWlcRkOqZdz!&p%7ToSNbET9b1h{p`D`Jmm9$DZ8uu|7sG3m%<O%^`G{
zQS;ah`uXnZEu(DD!HL8E4?6lsv&|M+!j12{aIhRT>yHGUv~`Q13c@*fObt$N+M@V#
zk3BZ?nn3Y0oWkb|OCkIjuuu5u;bKhK*ZuhePS@9RC*so|6QOagfynk0G$gf2U+`>n
zZPAsdKU$?dCWsd+Lr<3Ts?f*a8mY_4#1UfMC(A93mp|eA(8ePvD~(v{RbZEc@5B6s
z@6(QWUFTcQbswAq9%jWhHx!va8APt~UJ=oEBli0S5XWxijbEQZ+KW{_l6=G7jIO=5
zF<Y<qz8!JpTTKYi+^Ll-e%&esIDFlpK_5%jEi@|3MVqET>kzGr9>*PLa&e)+byZON
zJf~dl&Ieegvf}$P<Hoyp@cOW60vfJis#iqCwzF|W^fzp0IUFOYE?oFWRIL0cwSJvj
z#cAe>G;NX|Y3+Ml>IIFJZ6c=cl#_7ir&~<mb@5g8H0J$Zx)O4Kix$hz^OnN+gMVuD
z7K4tj&>{v&c;0JO`<<+CZ=jZEE>FHo9;gfB9V96EQ@-1%mv|$Ur1(nv3!1Wn+IhzP
zO3yz2m{;>yb%}-dDenFAgN5b_4}Rj6@X~|=xs_)~u>Cxz-ekf89L;p#R$EfnG{RSI
z^{22)VWN{rCdj*PzNR8=h?lt!QV1Za@vfdAC`IZ|Us`#;P&bvSAYHe47VHeP)Z$Y|
zbP)_Kx6Q(KgNH7}uue8wlXO&gaR%$2=4Q8toYG);`>zv4&F%0e4JKW2*O<<Ob;`IS
zR#=Pmp8c+&{5;VY3bT(VPfqpwhtTumWx?j_!FpTSq>AqE#4=$hNz_B}%tdt&xB2FJ
zTRBR~mssS9wz8=GDFo!0w0)WBMYL`()8QAtP`|64W&(J00d8fZK5dyV-+uWiKTo)P
zpi-7;eT8aHDA;BtI`**r*ox71<TLAi-*f`G=*t>=zTL2XdZ~7W<idR?;I?cdp|=xK
zaa*()N_C<)?AUjIl_~u+vUF_$A$xclC<F1Mxw^UwoFHm@J&pTy^8?v;ydP8EHUy!(
z#ksjCZ3mfb)gI@FZ*8?h0Z;SHHU*U~J%+%<#hNR7tA+86FDDCVo3{(OCbP^3juit<
z%fsHY4$lzxhsu_3=Ri}er-NCW!O2As$U9yd33t{P5a{v%Y1_qkJYA^8={@ki!+;7~
zFEtUKrwuswe=EzrfsMcWast?C_8C6NYTm$J8Pl!Vup;X}&dP)NlCwT6BXvAfN6uPt
z@!$Hj43)KMdVqjJDJatiu1T5U1Y@75_W{Cf$Gzw$%XjA2+zy+kWoI$7L`@xUnq~zb
z3+*3}L0gdM=PaVKIA?%kk{0Nj#S9FRd5LuLJoY@NrElJH6Y6*S^<%?X84MeG5PjWh
z?YqqGw-P1%<oz^8rhYM~c9j9DQY$+zI5JD(7K(-QpS5iTg7s6}uLJq`*LcJbf>0hj
z)mPhm-3xw=m`C*3o(-n8J!RXS2bT2sJsxZFNC$oXZ8Oi<23C+0{$+S7O13pC6BV19
zo8Puz)pK$Jd+@uQc?-RNf)-+|j&q+vF;<H^DgNG#_YCA}BE{d8Ugo?KL-2J#cysay
z*(&MAKsc$8P!Bdi`L7D?Sw0AE-awW^UsuLY?Ch#da@wcR!Rc$kXeN&nAhuMa?tfoH
zXaPqH`w5ews&Ut?nGv?)zY0k#I|35J>%-_G9UK1rPyhYb+3`5<TN>i0A#2s{9w&e@
zfu+-q&Wyj~{g1AZef`@pqx~D9=<~Faqk`A<+b$ktW4NRY|I_(@H#wD77deFrm)iPG
zBs^Vkx834Ak2ySTY!@EhCHSVDn*JT;e_UMUWd|_$;QzSbzspwhl;8!zC?~&934{N$
zGh*<*;8gz0VgFtGZ*%{czXgwUEkm6)*#GqEzbdt8HX{DB_P?47!QI;e%R6Ox2U7lT
z|NWmzrv__;|8aNzmfX;(!G{;q+04`;_5T|Rd>}Ue4-dp&7>2SmX}`1$MeoAB1M(LG
z`D<YS6(h}1H+O=OWArO7;KKCcp`E6tzPRdiC3AH{;KE|b{i7N{X<FA-xVltdb-D8C
zajLfLfL|?2m&3J~h>rt}WZ@3Iv@)SoFuzPNAH-`~e7w$UTE5S5boA-iiu>4(UE@rx
zfxt#5s!n&R4j&l_joMlV6}TAH%+Da(Y~|kE)Sc-z$+c+l<D%RiB2@rt*Z_0z<cz&{
zoyY0}%+CT+?4l29Xi=LIdLQUbo<6!=QvWV;O<|t!0Z$7pqxkFWO%{Gh&z|uu8EdoE
z@{=|6meuqK8*IxTX)7M^Po4@&=JY%b=YqYnJ5E-6N}jX+-KJ(?IK62wxoI%FZ8*Cb
zQ|8jA-n22u#FI0aF@b$o+w*d{H`~``N{Po#CX>6jh<QM+ep=hYd^9n`eP?^Gv&F&(
z+Wc}`fGBw{iU4+3TjtRbC+skmQDZ);Ghs1eV<BH=5mizXvZ>v5t}VV^PT@QHtI;UZ
zkfWziew@JNFrJg^;Kx|gmyg@aLl?)JuQGJ<HM=u8OIWEeHWP=zsf$xVmDXJj)^psO
zt!UMZZI)xhshSq30}*QL0bITYfp*TRI!*b8&9?o+gf%XO#J{+UlFNrEb<2b1NRxT6
zRCazZC8{;5GK`fjG#8!~)ID*EAWURW%m(&kH>9Alq@}p&2-ZejYo*%<F3W0@5Jsrl
zxs{EO*7bm@5$WXq7@2=9%$~=uCBoMkyQ%Y)5@na0S&d|I)LA3LxkcJ}{pd2>?rrMf
z<oUIQi^YH>BL;2ES={CDj{tv5e^hvv$@y+0gHWY>^qxu{c<NK#5-2)DDabIP3KTv!
z+nqDple0m2-2LrzGvH)OVA*e8$YX%RJB+ZooKFzcLaw5hG=Qg$5~fkYMubWVqVCrT
zh~&htMS7*s7IW<>Ae2070lR04oE`R(PoHh~yrPK7EC9UZ-g4jbw$Dqh_YiPPo;ADh
ziX_ci*h-%Bu0gyj@8zXzxD1N|vF;k`SGCZbLukzXny|giI-Vz5PI`D*>seWEoW>3)
zw}XBO(yuAVHmPD==l|MEcBUGfD`w-OL%Rz5r7HK-O8uN2L=fj>a{lKR69=VnsAR`l
zLHiH7PYmejLyfBY{WhijLn_;n%Buwh?TnP$0IS^~4p;9mPr&H?VC_a7!ToCPeL4f3
z6Vt{*@#R%jvmC~?>mDpXoKHzIyOf`^j%1(jLDXJzx`9ztJngp=QlmDwtyNrmHmCeZ
zY3+<NV}D-(FrCB9r#?+Gn2IhLTzsr_wD-sEQIPxac*?<_zr^mk)~3VY$<KJ2givV`
zeX8zg5bTB!(^4t#_FAXlia9qVP>x&nv7-RIBN-I9z7V)h7?58tX)u{vY_G27&t;~b
zX6=yX<&cIrMWRN0v)5@NoZ+{hy}8FVKY29aKpOAUApJNdJ-xz9`RvxPOO)ZFSg+@?
znQ|8D%XYq7^C5;Ly|nv^+{1yol!5r7tGr$CD8#NlAMYAC0(1wgV{|^pKpOO?9nmbS
z3Nv9)9S?`1%K8t`GLTR{h|jc`5^56!6Eo{LxqvcX1!MXBfCA;c8itpYrlpDzE6f;t
z?0&X1l(*_a-`xwgZb7K`AaSs5g}wS|nAb_cAQTv{160rQ>#2JB-71rf!fKP#+LXKs
zA(UY~gKE}#8hC}lTEA==OpAEcv|MgS+gz*$(YT9c1fIe1l-^nOe-tY)_PIk)HG89a
zY6_=nd7TDQQvu~8&1~<EmtJKUUSi`x4kB97UR-5d+3Mx4L4qTq9}sk}TR2@t<Ap4=
z`7I21Exu&12Yif#3FOcIY_$9`{A(kb>1?PScV!Ra!m<vzuwRGd{)XXtoIrBXAfmx5
z6OIma-b7gL#^ae8HRbwjg@u42rIm=ObB@H+@d^X3e7OmJhmgx{Tqc4zX5{5%E`#}`
zONKoh4^S`CMlcL(WBN?(&Z{aV5<Mc!O$%cGHhX!a4s4m%RZ-JSm!@lTp~TfTN;<Wu
zotMGB$Wz8?+7Ps~9Xr;JSn{GQTYDXHw@P5<_!W!Tz!VX$F{fv)U&UE3o)ixh#Y`iG
zM@jW=Ew1OZU&TWW%O4h9vTl;vO;;x%#*AV0;S`z>-tR;Y0|)W5AZNq|DTFtvQr0`r
zf2!IgF>s6;U8KQ{v`D(d`v}%Xpq@}-gD9BI91v^N2pgG*b0yW(lqVpA1AQIZ4>0~H
z8POPRJj}$dU|pwm`kHiGpn66{_Px)JdKojnQ|IZekQ`I*36Y9vJA_D$@mAP;wIYg5
zRb)wtW}T0gd(~$Q*Q~V%h0kmDpw@p{o25QPMs~;Qeb<A)X4~{q+foaYL|I}D@*2zj
zebT!Pbt#&uYFTw#F@mk>WCGkXXoPcOizdl!aC+cfE2X(_Sl3`z(I)2ZWmr%9LCxg=
zFYL!0P;_WOkDej6<nqc<-pli3t3XrJ=SQhO%&qi*ZxtfpL$m-&fX2VrP{?g15eb$~
zYDq3WNrGvRsZ6_SOaZ5X{FlH#cP}zR1T*ePcCTHPsIT2DMb$&=Q?pCfAPw~-8f{0A
zaBw|Qv4am$i{_H!`+cD56j{(2)*iE`!;z@$h$#ITRKtTcGFb-x74NbWc%X}oA>44e
zWwFzCzSQ|)Y()6!LM}#_|6;RazG!i$ZMyFA=(xwh)xfuOYso~I$Zs=cP1=|54TF>5
zTc~bWDN5hNCq_rbX5Wa65d)Gt2n=B9o+ym)Y<wcQ;oiK}+@P;|R~5N!7km$4cwjD-
zrp=L8e}xtbc9Yj{uCEU)rPwXy2dL+-m9H#Xkx$5p%+9J!D-_$aPuHecd+zJV&#n@+
zktM-$w}!g7lPDkpmYfG=^;VOb7ixD49vM2XTOJJ#U|1*9hOZ}d&kbt5-7kSIMVIrf
zSm3W&_7yQYM@1TL&R-g?Qz@S1y6#v}dkl9)*YLm(jB3Yb%>E7++p=kR;IbhIV)2sA
z!r?*Ck`se_z+l$Yw&F|q6d^m`?+oaB+#ykEd4*-FNmo_}`{h2K(5BzJUs%Vr<7ipW
zaeG<;)qdiKD{thUMm$gMnDo<~wpjU`@oZBrk}f@m7CeXcJue15UG`h(0UhZrmI?~G
zNvzuO$rS_Iy3Wu{y(-!rk|CGTn{sw8xq5PCl@)|_NSSwAL-sdr4q~h8eM$!#aR-Kn
zG%PT=^ER&Sp7zBcwYasEVxy^62503+%I}urZ9JwRY8#DpEzv;D?JuvI_=C9|20U&R
zSmU57X_|On4+5>ktJWU{8<t<~U5%r+;XzbF$1L(7<_&$j=lFU;fsB^UF1UQQc~owE
z`}rI8ik&A4pQ7<C&_j!jWJF!$xUS><1&hpSx0Zf!2rxuPhmRlX`@<AuCKKYP@=ZO(
z;_;Ka`#x5G)^=4RB~g}=R;xA!*vgO)srB8dj|-V?{uJ<5!4;x@2b1l3oOnOwBrzB@
z^ozdaxqO(t!gb6#oian!*i8jJIm~VGp*G>HS&TyS<9@Wnp3K~bZEp&iegv(Dw1Td3
z#z8)la;njV^>UnUe49B3f7BXZ;HT9~1WWgJn~U2as10l+rDX?jnZLl9>xepd_{auU
zB-q#NL7EPuK*JUssEJJD+3}UkS0p`74o2Es6O}ZTA)xN>5@&mL=q^SgoYyt`p$t#n
zW-hZJK0(5#2~*Zlf*4<%Ol$P2gtCuQxz^iIHN-F>G-jyFXK?O2gHV1X#sF2|H$;p~
zm8xVk<wS0~&GW>k`>G;cj6a7J>m|nlm*-I6TWCb)>sI@&Wc$+IYob6hc$8aRzlbmf
zi8GXAIy++LJzx9aLikHw5alz~CoFV=Yf`Zxue9^zc=e23eH*zcS8E%-(>AQy-?#Q$
zpWQOuBz>A65Nikab*UwMJgaIThTt6%-G|yrNxj7YQU_!iP<g$i@?>eby{dXcS$(S*
zv!CC>ROOv>=uOE?6YJw)r$1Q~w{HXJS{F3yeKGyGa`LRR80^RAeM>~L(>B9*HPvy}
z=gZ}>8Vcfiz8FeuBz^Pmw^QF=IE_X6n(I)vOAopCd(;%6L>{bfZgi%M`8TT|udjkH
z?fn$r+(TqfB&TwQHAG&G>OF?$qHi`Aahd58sO#$@ds7613Qk>7)BwBJN#iF+bS3cf
zH2zM*5Y$>%QHVwTG6d`5(V*)%8pU`iida(CYsep^EAtxbPVfi}(N(KEC|z)!wgZ1L
zBr-cGh;^G=gS_S1b?Ni`G6C$2-6_C>rU{oI#X|M8y@vMFj*DjQ!tSsTi*f#hz7Nhh
zO?7%y7mv$keZbm1Z_9T6zRQB~*+BmoK%&PD)RW_ZYmccksj5}R48mSB8-E|fPzk2+
zaq6!6Y`#FuZ767?-)3v5@5;j3q(TWx4H}gZ<ShY_Ux9{R5&dp2<alwltaXXIv-?1;
z>9!D;QeVJ&{#AE&b$Buf=aY$kldasyf{IK1RDh4!c+>Aq9n7XG`H|+N9X(`x2V{?v
zbjGGt1?KTGEQi!FUfbgNvQGw=z%bZ)vRC*IKBoDacQbXo7yISNMzn$s157#>a`l~D
z-+&6+I_iJu5g@sj-_;Y7PtM|PUq^E1y)(c3K7ju#GK?C2oVUXsgc<}_0f;`M-&fWy
z76lC0k2uGLK9GC@@}zOEpZ4grHZBqsL5743!!JHkMSFB(qm(_SclV6y{vr@`QRtGV
z@A}aHsUOQ^V)K_N;OlQL7J0=1O+`kH!cE46^UWZE&xJo?7`}B$U{VDRo@TRgyr@<S
zK}LDyB*UBknXT~0R|YBz^|g1_$MH$pe~_pPzhf<1xVP_PfVFyw%zegVX>rfGbD>&O
zcu_ZbIYvQdT^&kuWXPT-6nv!4v|^Q8u_nBxNXVn4XbWAUz#mS(nMjNtNx634veA&`
z<pioo8$s9GEKf5ETQ;o6euR^%+#yZJiOPS|ikNZ5Dv89JBbyKj$qO9p|4#X8j~NJ}
zWFz1DQ7!Jp8Ril)ZDr#&qx^z>=Fqci|0iE`d)E(auAxZr?>IR^>Ni0&UMfWVC1DwA
zl8W?HkArjX_d;p=riV7@0w`TINK!d_r^v!#$HA9w2W2A3t*Ig{4cqU<%of1nsdow<
zpu%c#{n1QFm+!5Jj(AaNj%t+jOb5_-D3pVfdhe(+8hjnQzYS?Pj@|cpHPSol7s6a+
zcz*pGlF-X38j&o%8+2)Xz{jzxFe^HXOnns$gKGK6-n_IzB0aP{Nj~<3;bIgsQ<d2z
z&ek(n>n3tac**u+7z<}QTUM2bpYg<_R_u^^n%Ay1gM8PjuNO(ZuSZ!)%f0UU^MrY?
z>So444bi?=xBh*8=L?T32lE%*HHIFWh74yg(NpLbHFcitP;GzUVhI+k?%?=f)vD;&
zW;Q_os7f!0xZSO-q4xC^<Ry^LsHNr7%@X!Ph!VgKl_TvEpK=d{o!=KcpE|Sz<Ii>i
zbQ7sh@$%}`)fW*7W~OSb$`(&|ULk!%k}kJV<o|lkcLFJFJt`z@hxy9sx_&?Cm)|5d
z%JKLX{9WM$6=S2&H^OG6d2O))^6;+1rsT5j49tZV-32W94NKZ+4tYQpUt3P+z;34(
zfBH!=Ytes|{Kw+{D&?iVS45rY@_wv6KqQOTiiw!Jvdx~U)t;^u5osn+fE7GH8%tR@
z*zPfIDil`1<)e}&Bx!b6Y%82dlI<L*W?vk{B3#ZINf^G-dxbo?{c~&3Q`ZSvP3hL#
zGinybP7SCS+^t<oQ@=qOYzMP7=Df9S_fKxQ^>lZeNohUQ5=Zoy341&w?re{~O!q+>
z=GVX@ZaL=Dlo(a72CBc>RsReD%M{^Sni9qTS+<jz>d+6rG2imf4WDN!VIAPT;Wo{r
z%tilZfxh2tIb<8B|9eLwI$%!ur!9rcmU?FGg0!BdxL8YpfVdP{KYoBVRRU+V_J?Fn
z7hX9!i?!bxEV_FK9g25_rv}pPJE!-D23a_d1|Fb3hif)2!~VS(@T1cL9_)`3YsOoT
zcnVF*Z^)r_FE#clb9pK*vL@dsl>L%5vlPQ5()`$KI-qQ2t<}OtshtuFlBb`gK`#4H
zI@M_HsfI(QAsLFDBZ{!dYH_#K;fwGZaq}>nk|P&2ri3zKf0sc1u!W1OB4T7eFQWHH
zH<ro*?_f`AOL@lHu46ymyW0(8!$?}fb7@`~)(^<eYa%>{;xKO95EvMX0uEo`l@0)O
z<4XrQh47}nyG?m}fDx*%*Nqja)LOOF!@Mv@@WDlaEIt2~iO%y68lK{SgoGIue;F%R
z5dspm990sMnfFz%{mEiO@62qoe(oiI67T0K{$_DWFLRP^<1_AJ<_~Q#9n0H-uk9H6
z&L8*DgN?|N9%=;su*@k5MAtJ>{ai&7!GgDWp#sH`l+OZ^)J0R(^y)W};gEa`Mm_qB
zw)My7(k?zFG_WVwmGez${X1xx9Z$a9;S`5k>5yx2nwyCCuV>{h3cw=;8Y#wUcPfh=
zfcxbu)Ds^=2HlkcUt!Awuxp*Z7wO?@?a&lS?w1{x<@yiek}@BfGk@^8lF%WOgcH3Y
zs6?=n5q%Fo;Kz0--$!|{p2|>vKg&%K&rcr1p|a@+Wf^?-D|h%HJOvlPaVa9boj*%;
z0Qj_AA3Tp$vaYzT-Zy7Gcs_FLlHGO0frRddKmr$HU9*`@E-RCM?yyI{+xdkr4?ggC
zFqS$_^sTW*c7EeS(!z8!h3y>H26G3|NizgSLg;;DUNWhBzUe#*qv@@)1G2h7w;)?F
zVD1*bP*|t0ddsE34kUkN2*_%6TYo@Ny~rEtJcQ>TivD5m?)<RUu-E}j_Lb%o(71`8
zf1oi86PLQ5HoBsp;Fef4b?0aSew6ol?g_r!Ti%1@H|s79)W1kR7U(H+$f7VjhrSfI
z7s(3VLO(~{n-ssRGk#o%6`HhQO8<nT`2L=mn0vDWS+G9`@>Q&7ic>-P&+;Yx2*d7V
zE+CyWn=MeyTq~J`K4&bN(0QY`Grz=Rp~a~e?1>3cl~&o0lqDheFaF*M2{`eaerie5
zp8ZW^jkw>;a<-kkI~-tx#x%|wSJa+>H>q9C-<5!yr+;XWc;0Ub|D1v<i#V1#*Id7;
zuX|a}@~7<LIMGwnI-0{@^<CvuJW%~mR?dgFi7XmY@~yHsKoh$a-~sx{BD3UK%}DEJ
zE{Xm<qorFrwlQ2~7Cc<XvZFkKP{Ar5(EPDiY5%}n{_D)}_OLCqbE{&lg;}NQf`<}8
zY43nSME5nR?jIYB8(X2Q>4UoWCs!$gFUw*8H(kdfQyUSUg32KF^}5i<`nNXQJQc!p
zF1I_wnGrwlBf~S*JZP~yoFpyv2#8c!Vg?hsCN{Hqct0vc4{G*e+iVQhIZf{ed70@Y
z5Kn)UB99vUlP$nQegPZuel2oL7LO!_J>1B^Q4p3sEyb!-Eq8a5{<+mOTCU=AuwbrJ
z$faxl;SMp=4tjzw%hW8MnGYu74ONE`PkWG$UOy3vXD5X_$7Z<GD35D0Rfd6#L%Neh
zVDzVr&KmJgn_4{h5kSfzE_-dVAB?-Zxq{vU-5HZL3E1p~XwjCxDAYY(fZtUlhTh#A
zeSc*@NT4B24xtk0V%Q`WJH7U$=O;G{-O52m3;9~v30Q-~8rZVx)O=cV0@%KJH1M=k
z!^~9baddexAtxyvHJ~i+Eb{sUEu&l1l&ACDiosLo1AkNi-77p!(Q3|8XJ*YiFY?}I
z`G!iw_X+v?;Nm+LC@`lrw6erObtmaA$@C@`d=?9SnXx9WBhXqI0W<g;0&=slZl2;k
zfqa67*pJ-5Y{TAZLbJCXj8z3Aj=o1%tlu?qFZFbTN2YQyU0+ZudbasT&Z^FmgTEqn
z#AO`$)JA+xJrNYq!8rA|V4G1CKga3UiH$s)nazGs@VTD|tPqb8dLE<__Jg0`V?MdZ
zXKf&_O(?5h+mo(v#dEJ>YU|SmQtR!;9jhPg8XWrEw`23Puj>BT(|1z*AE7fJyHw^I
zL{_gBGmhrP@hQl5?Uv7y=VWY>Lk~oAq>rd-i+%^lS@+|nUX{~(DhDhcS}U#|+FIJB
zG%aclSpBRCupc+B-2bHM{>w(>o|C*Q5eBszhuD8TyGoq3y_(=mY~@l=Nl5@>Z4D61
zguK+T(OE&Pyk|LKUjOX4;A`UB9!titiHJ6jB_1+dB_!C%Zri{9vgoU~RA+x^5ZXs_
zf1^`b{kwd7wAU*N*2qP*W!Z|&6GaOCFOLSv>-Z!p&<-Z3z?a1=?1hSfPU7YhzXa_@
zv+A(Nv}Y|2d8<vd*CGc=Fq^1K9ebu-<Ig)NE~M<?<XKZLY4459vdJ&Zs55K36O`YC
z@4o)<>L6T1bZv~0yb@Zzlokh^L>WsBFi`jK*i~<Gm){<feeGGzN_%dOyLTA?1VHQ9
zcD|1AtG@do-l!?*Diz=u+&~V)*=hweHPBsPznIe8AC+6?B|XG8J<c75uoTVW=oUi|
z^k4WaN5+}r4_4^g&^f%rv5m_W)Nz%X)vpG)dv|5b<$p-a>^3g|g=Y6*UFy6RDqFF*
z@?_S9+MK;P5*o$%;qi!>MSJMt{EN$f=H9Ymw#?PDTLYHf;b~x!r83uB5UpGSRNE$#
zY)ytiG0mK1GKpiEE<PfS-zS1188myR=-HwI-8{d3AX0bg3U7}c=BFz_GCQUq5Tt}f
zGI|$He`IrtL(!iI-a%82qo=9s#;z}3z%10G2n=Pv*V2u3a*pI5_M(*GzkyI>#a!I-
zI()x)!<%ZXkG~%BQT$h}+mUiF?z<#%icqEYQ3QR8H{Yq4@M1on<#X4szXjn3$Oh9^
zTgE7)iCMTFHii%=BZR6C|KJmN)uZlziW`Ti{>DAp@@?KeTkI_+PVP|LXLZ+boe)^=
z%DbzK>Ma&6Hr2bSUwnwvQr!5uu3og9VY2XN4m=`GnnK&MgrsR>yK=?RjQ2=)A5r;w
zRTpl467nLMi-~2$jn}9d4fJc=c@^`DO%sn#6SJr;%1;ASud*YoSFH{wxZJE#(T}oK
zC*RxvPpSTh*s989_6S1?(@J@VC(%Cm8b0c-L!v_KxaGJ<?TFGt?jV+jDhaB=?H9SD
z4(d^%-_Hp%27487Fx>iu?&f5qZG)-l4o|6`esst8zsa(IR!epg#K*M4IB&cW#HfN&
zN8Kmjh@Z2{9FS|vP5)RkVcT;JF!N@nlJ<FT&Cl~GEX!TsF3*A}^I@g}HvM$P-0%pC
z@w)@r-yRAtIl*X87SzKI{_#M5zc2;Q_9=01NKD7wZ)R@ri-(Ej47gvOM5yqsZ`Z?v
zMy4&PU@qp6nxpTfHbvR3-M;*;oFraK%f`jW97Y<U%va3Fr<`aZcLs_Bz__?#?33`g
zC32BYMdG4`NrmFey6TMao=sHRmvK;mp!%^|r~~wc&o<iIQ(5t|pw<^vE)$KugD*~)
z&!M`j5O`!Vmg3zim?~tLZtTZrcB7y>^ZV}<z`_5Is;>%)tLuUd4#6R~1}AuMx8U~S
z?(VLGySqbhhv3c(?(XjH4uf;KFSqVrwO`Kbsan0)>fPNd{shVb@{HxP4?p82dRO<0
zUei5UDtT!-c4R=cO6*&m54Uqw=@Qpb&&^>jqDDTU6@6)B@fi$W!F9r^3W;jots<v$
zXSCK)Y+@~N6K8kPIg-gtk7ie?mEgRnt6V(BQuatPT3YA{{1vYZb87)<-A1SN#5`D7
zcZOe5hVo-RfbY3nu<*9}ry(L*li0Qz1SZOl{T|oyu5S;zw<g#dC!R;Yda)?6vn!*j
z+0ioxUDTwHigJMGUi&$G3c@?IzbuFq6i;X?fY32D{(M0h6X|XAiAan8O=3?LcAN#@
z3@+;4An&%1sRKtUJLgsXPGf{lW2E&_g`cY8(5~-Jqf(jRmwl?nNN%CYeD%4ujoz`l
zBqTbLQA+zyb=Y{!T$>TC){=X9sG4G=v&k{M{$S&(I;8hnt2FTyNTbju1>GJ%oH*q|
zQ^1*w7>Ze`$Q8NkL|y;dk0%<KH+S+<xg=I@rAoe}#qv?R0OcW!TV#y!xb<{L$Qg2H
zW<RDc;w^NLiz_UjBWea6gX=HR_9ANaT)g_2_3)v&c!t|#X2<Gc(Skaw`FoeQK{Eyj
z0E%OHm~5Tt2}fVXUY5F6!PEkBIyJkHTk7J=r)+ko9<<E)`odpklIVm=y}qKxnauJY
zIs_ThWWHzvA7%I`<H*0z#|^@MoQMC0ejPZ=%){8r#LWbix{fr6BNgcI+RKajm%5B7
zBJGNLX@=f20Xg|9M80|8{q|l><T=v-ZBOPjln%MvK)|>wonQ5pajFKh0Ty;>#T-O-
z1sGf>%J>_SYi5_AfGw$cmHbF$?R_fmh86i)rRN|O<+SGUpSE)x+U^`~)&%fC24g^a
zucOD`!Pw?%0%`BL(<rm62^l8hm4B9}O7{6y=a8ce(wsH6GN^zwaO$}`KxTCbh`L9d
z&9S=Fe%qK)Ji_`6&$fjj@#VMlCd&*KZ5HIR!GQ)}zu(=aDg-6Z;=FcX=Nw<YuIA@3
zwYUhpjW<keeHzYzJ3pu6J{}TCKF*-Fo;R!ENIsSsa^Jc>Zfibv?LRN=1s=+^yBwB|
z+z>XkPd-V5_dYe%4Ad*FvNmihHfpyL?=g@E?|}!xR>jkh&AiFDcEAn7PVAWFNlAmS
zuQxE^CkWBy)3v6Di}{Y}g_g5Z9*^3&>KcYhrt>s-X3MwKQuk$+5z#g*;6a}Ul9WWe
zhi!-uxx4$3{Co%RR*aQ<SpA=3rg~vx6w<P3g~9Tl^-;$nom(2`oVG~moN)A6?}rlt
zbB9uWg9z_D-IKKB8dt2nfT;Ju-n=?ylkp%!W0YuIXXD`WRu)#PaU{H1s8IGmU+T*D
zmlOyh!+2?Aw8WtFzDO-%sw7RrUrQ+neWyh%{HCMX9Hx`$tmYFL&WGck&anDu3TwA%
z=OJUUyNPtAC20>XDo3%WC+R(Dwaj#}k|^!Ra-b7A(1D)s9J*g02FM7>9$$n&h-7s>
zgoC!aA2vDN==-XH9>KUJlxB=zOc?`Yi<MCq#qa!Uoc#dTjIQw7;P6RC!wNR)5vZv(
z!!Ah}W0j57L_`*Z_=Ij>e$5POIO)O4>qD%~z*+78AW-94@*Y$2-#mjo7;IpBbhT;B
zQI8T#9K@u8(s1o>zq@eO-ikY1$eCR*xLq*VU0i%s`5&)$Y$}6+D*bc_PFxr0z{ziC
zD51arhi(!>zMq5G*Jm4zv!_4sY#WkIwQSq+8go>asSaWtGXS!OL`iUiKhDcAcyLHm
znc~Wl`h-&ORf=AUMwDkwy6Cyfy7|WnahHoj@16EWyMt$0%UyES+NLazqmqy6H#sZ8
zq8Ep>pBQ)pgTJbN#*i1d56HTV??$aaD#8&shLLSr;Err=J5i)>2P%?ay0QM`9P102
z9&-)hHV=0G!z~frWFKHs!x|Y3B^stdG6oZrAJ6o|*%?8bIUhW5P<<T8&S$$lX|dvn
z#ad+mE47(Ur1sl5y&~{??xMsLKBhU6#jN;D)n(eVLL@&m_6Bv@F+_ylpB{M&W99aK
zXqeX+g;NY=FAG~Ir8L4NDpC;clXx#iJ=$+1(MWjl$C$F+q~UKJPR<{@-UdE{f3tp5
z<;}g%cKd&+Genlj-Q+R(OLr%Sfk*pnKydw{^2u3#b65rW@oDV0iVye&hd)am>809B
z%m1uT7uoISimf-z&gA*>?w>;YcpzivM0aZUhb0;x!q^}F+scC71l(P3R@w*@eUr<x
zrXDS+{#%xbg6_e|Xuq{UC_bbyCd#wCEIilIy!PLmEs%KKxchxc`1fG@s-5nJq3%0+
zCrYtZJcGcWWC8p<N<C?#WI_0IL6_&7NA=FlnHz;LRKJFXySiL~xi^Ka_SY!Xt;KZ@
zfbo0j<2txb;d5`u?m0|h!*z(L<FftzlGncD%=wE&5BB|kZ`qe>1MI8GfK?Sh_=|{F
zT@b9XW!WnGD`*qI{<X*{^c720--9W$9e9H=27(}J_nNMTb0wmDSWs<&GU}2PFyN6O
zPJBI}cI^kot{F_iL1jo9TFb7$bp`=1iL0Py%U?uk+}(X8H+iiX{n0VemxQ4Z7?4QY
z4d_uaIbkQVf>P<AQt94HCX~esI)V3z?*e<`xsIT%MgfCgy@0R)+PI+T%v<A<w^mwC
z!_h!TWwZWT4igQSzAF>c<#_xV%urV;=7PR7;Mkr6RNtuO_^pW^ula~htr^p*(_HX*
zG_pSCkr~l5x4Ge_s*X!d;XuV5eHKu$klN~YkUqdv!eRoG=}B2V(ApkGZR?R@%Z0Lf
z)kvK_LCzpj$ZKh*eU*WxS(3%`S31<SUNn8*cXX3vJo~O+`dXKw;sxQjLC~y4ZO+%5
zV&+~wb<M~?^?j{95T_hfa^4O|vyHm+IuJMu_q~E)Cgi4Is8aY1_wSLA9?p1{=5MW-
zw9RbtM0c?$7jGg@So_;ZL09(H7ub$Rsx(i!WFOw_cU6klO6kvk*RQe=UEJ_j$g8-6
zJ<Rf<uB_QOnkz!-H=)e5jK)Pizp}K8TJ%G2e#x4f9M1h-OCIN@Ev4S?bQFtE+nlE9
zd>=|@cQw)g$pY2?;wu%uV3qrNS_vf(sxYD&Uj9}!Q5g~OqD~>+^w^mD!Eb*bNe|KX
zS9KXTV}yzICFL-0aPai6Atq6imobXpI$m_g3NBHk7kPpZALNN?61rQ4v9TWG?rv{2
zngZ8(bTIr(JXAjy+%4#v@D^@VYYlbpv#3t|js{5(uEg>#vhrp8`Xod8iY33ZIO2{8
z8Y{7qL-;w$FG*Zul>?F`XzHeQOI?r1?+O-NE<p*hmq{M-5yt}Pz$H$4)Yx*gQ87_2
zSm{Sz`2mS0$6yj>PnZ%P8VHENTJ}J)?^n9r-lPefV&{jZJnpOM{)(uhkbU*rMZb_v
zKzT8G^Px-?8F)>8YG+w<o^(F^^AAc7c@j%Pc|znsaCj#IAr%|R;?<e2!nLx0*bXfv
zzSsQ&h=(whunq1)e|U4k>uQ3){v-hi7V$Er%xpK2)4gTb?&bxlO99i^f>mQSPBFaW
z(>Z4oZSHi>LhW?hHa7lMUM(&Wb1V{aTzun1X!V2Z4>)Uoa1DF#c#h$JDf!)ALN2uC
zqS04qcM4lkVrLow$HOEr<8*&=l>7eDbClz8s1NqLI{}cie`0oAJ!kO>z6y3ayl(k@
zH2Ar{QVTjB{c}Hm?$uQVdmAnt3HsH1NiIK7MYuk4O<^7zN1NlXY*o)~RWB(YWx7!W
zneZ~w-2raDO@79QFE30wGY|l=FzlArTY_}G&v0*b@RL;QkN>{<8FAv0MaJ4e3H!yk
z`SkHFzt9q<_Y<#{Sqa&s=F%W3^P@4B*jR^aQm5Yb2*~0l9jAt_Cfqn`8=nc(`Y5Tg
zIq_nxU97ub3c1&m&f=^j+ZvBH3mDRNtA|OgVM}fBS?**mh0$k;rqccKc}~45XSljx
z)fI-r{jGDm`BT|(8QPiZgU@U-F6$2SaJ`5dk!n1HWp1_15i1&EZk1~)*wVJQmB&zr
z)>u*wHxbh!-0*~LZWLy0Rm|FJFsJRjyB`tvJM<U>y#YF#EXpBcII}9GZnDQ>aSn1Z
zr~Ne*!x#56e;&1#UPPDu$b=JAslEgHNNHJ*pnE)S=hk5hi7a7$0i9(U=$%a6l0L>O
z-&sI%BU?V2dCV4_jTPP}M9loTOuRY7{<|V(Zq}pts0V+Y$jac9XvQQMg1>dn0I<j2
zL_AS_PRJW3mk7vro8CygQR)H4Lcow~3pMu;kMi_#n{ypS9&XeXaMtZ;Z&I9gdZm1A
zq)ql@&Gw;71n_3Qs?vk)Q#y(H^gv7I_pcKHq(%*~q-Wpj;gOyo^Yh}2b&;%ZVA<W`
zG_G2U8nctq<)bE&jLwSYxoPiYf92JT2Y;W#36@aV`KfC1pV%P}?mjh;NQJy75r4J{
zrBc{RBgOwCLB)Svu=+Y%t$os3C+(q{vO(em>6GuMGpW^$1Ty2|HhgAw)dG=|M<JtM
zG|C{q?E2WCx6b^~)PLCFjzx1F<17)RIK`rd<`K*+dJ+^SadwKgU%xilS&W+}($E2&
zgAfH~n&{EljI*!~hC+Oc{(!&cR+e_U^)YTZs4o&t-Zfpr%R>XA)D=~FBM5_-mY)I~
zO9N$WWu_B^%gk9V-X4UP3I|*KA*@-O?1?)^ih@qGFeuK(@>`DO(2w*EYe<6a>A!fP
zh!-qHdJmR-nbBT*tE5lmaXUSy;?jFX!bl2nlK@&ucX^_ml7fbpW#G?x3wQ=RyaX1F
zuRFa{eQmnZ_Pp4mF@|47Ij;K89XkI`t>G5HpM;&{C)*9%Bd(BWO=rG3+`~V?NQU;I
z`H3}~J#-E5D}=yGvBhQL<+k`K;uOU*92rP1YylW(ClOA|Ryk7$dpx&DvbaRTabENo
zUiXzch<HxmrsTfdEgIdDBPg$2Q~g|Kr_W^Q$JEp%(a|N*@EPv)iN5gBH~PNuo%s2~
zZsmh<rSI=i*Xr!+e%FV^=bS#s-0yDa3ixi^;{9fv`_ZrOcbMAM@vfZv^k!}cI*OfI
z2Mm>VUT3U*Wo&ky0xD0zD!X22FQAmN3Wssj21tN5C1r(HvFgA23N=sFEN^=}v4y7c
z2AR`J;imu(rkYM|sNF9?8@_CjItck5_n)zavn6qFqL}^FUBibRILYsGGUg7$L9xtc
zPkz-k=1LBVuT4&Qt)kp=L8S$PK_%6`ooq1r8Pg4gW$ua$UseP~yIqF(O&ID*_539M
zPJ8)^<KXg=w+M%m&c`;}U61={na@}|m*P}L>3g5#DOsa|9!awel6DP}X3Kn9KLLjU
z@Osm?_wd^ZLQNk)LRL)A3o(9EO2lqdB)zfQcZq7Ea#<ci=H<(pGZ<(Z_?!}0XM{iX
zrAN_p{!Uk8_%j0UY}FKCHkt9){Q&!Cwu^AIWe-q{Ry@)Wh$|lB$>LoVZi$)vf&5R<
z{+9YCrDX-D;RzE3duLphw2fG&?Nr}0NUt++1dZ7QNk-5D3h&;PT^PwwM&?8{hdl!>
zDaZ7OK;UeexI36=nBNlJ^4biC@Y|p^8R%H@ZZ->@o7G5NTm%D!d0(j)V&bbL)J{YV
zaP?yJrG4$C{xw0&YJ}e7F9TUr*uq%UMJKUF+JxB@hQ8-`%(MW}CGB9<IWn5)biBp@
z4fX?0_CwBCSKxO3AIJ|6S#QGD{*KTZ>i!Q;++A_T%pyoE`ayK0oHKX$uiO!yPBUzs
zCU`j9gOvBd<AMQ9V01sq*(g;4GLuax`U8Iks*k|c@;!KaRBLsKrb_Z~2hq15>+l%p
zPPip!z*SGpqaPU?zrvP|#R|F4k%xf!>0?uEK%|R3;76?>E^<AKY{$2bfqN54Drga;
zU_LYi=mKA~XfG~F`(fB#KJ>{!;~0lU8uKW}VQ#KkFR@_CzHL%qf+YOz8A50kTVc~P
zh1W~{s;m5EW^%hY<$djsIq6#9eXk<=vQQBO71Ew7N;si`<SD-Lv%*>5+~UC)N>wt5
z!&ti~aLL%pPU!Ru699LBR8rAh>aY0wnt`Y4r?oRu`Cec8fJg_Qbg_8jh_EXV^=vMp
z4Z%mL<IVnX+`j1irI9}(^|owXkm@e34{*@aAnhhjpvi2+6J^@Q@UunSWbwb^PXRWJ
zlLd~8qA;t=nVaJ*Kwf94&vxbuKA7l`+lXF@Y2^_&lN1Dk-ULLva1bsSA}09y{d)BU
zwtPi|wrS6-Gpq#=g4t4pwXr5tbNalqz_lee@YA=Y!Od<X9y3Mk^Jy%L;PfvL=x+_l
zua?k14DXCB{Rq!l{*4e8pSChDdciBb;TPThN%PRHcmV~<gaVyH@mE0cM?y*L!=a23
zpQj2eGkDf&zZtX~3#A<=G>_E0741cBy&dMfl04mSxci-7eSR=~9@YpxM)*CgDQw+>
zbKmC~+&4o#`iMF@9ma@SHea6C9_Q8B1*TR0hs&!_bBs7ub9AjN!hc*-6M=;oREk)5
zBU~*GF($31fSGA8?p#9wf|M_zD!(W{Y5pCht#o~R^t0$B;@inD&&a?~-NzF)kU9;?
z6Tpqssp$PBzX>7RpZ4IFvz^CYE#b&pDM5D@Xe_hRPR=V)Rh_G-KJ;VqMbF(5BF%s-
zeqLwJx?%kNir3{0D@efH6$@Ku3aP2Qr?5e-dJ%th5r1Ku2BqgOqdi=k*cdoQx}{w*
zyEI7oavJ?Q3Uf4wrw!2=sdGsKTk^96F{{ZYT7y%fc^;==&3yG%?`{Et^`*NXU^q-}
z=3(zRt|YYOF`JlMzptR}%(udtdarr5s%ia_%@D*M$h0bKw+d0uI(beBH$1*Pv!UBz
z5_V%WuVFTmf;GckM;(Vnv;RRxMMj=<^AaWP2T}Hh8>%)Bz1Y;_nurNsRQ1t1K+*z}
zMzsEmXyQ4Ez#?@v0$H1)2C<6fI5;?WTV1?H$UQB4MC|ppfII?W`p;zYa+6YKg}SsE
z1D$f_kgRk~xUS@N^~B2T9Ty7#HhCULcZ<?o%Bumx9ecKed`GA#jZ<&8oq|J$st_5&
zMRu|KKsFypsnjSIRjskvw-<v0j0m)E!`0Y?FX2c}L3VRZ((b^J)<-Vg3OCsdH`|Oh
z-Kx5O*e+oIPd{$!7&$Rwj5&K^$cry}D`r~MpB;evkDqh_z)1Jk{7>o)%-C{)kL*4%
z=Idb5csk*~$!lh{JklN2-#7G{&d4;q)G3Db&`@T~q?l>N;?t*pUed;05C1B)kIh;;
zl@m731hKOQYUszrgtkeB8{)yrRI}KGBZss(Q2c>+ehM>O7K(p>#a*3hAMtdO7gVD@
ztom6+)Pih{V2^J24;@={jkz0nj<=P2aIDVaKJ?9IdFS9h)_;6EL%Cyej4;XQC_SAX
zj*nif0mpce6f}Y^XC<4JKF^$Fb=4Y3tUQe=eT5g9QAd?}9UE4ybkkD4T$8*`aCb?V
z3L;j6ex*!LVhE3hR@_PiTN#UHa^WsgJ*6<IiI@FI1@IP!0~rrXqG_F9wl>bX5`MQK
z9v*WMYM<hzJrA3IkGN_a7yM_46T_0?98#dpUJX6y^u_aA@Ko5sf_U?#FGhVpULtV;
z4qv5ixrLrXtn3_DCtH(`Fbh!mln)1|b_}iA?xQ-C;^lb$X}YSt<%uoJj4K->Tx1I(
z$H)DB3;V}iDitaM1w)cF0jZ#4@I_BVx2C*$37GVvhnbAq21C5LBNO8|?2Tuuj5^Ks
zP?iOlfAyM2B~%skkbOtvs_-gPzj3H}+aX@*<4=@`4JYBI_bLLMBwP+KxiNUxS$`x{
zuY~0ic^?x9+Id~efYms^82-z(OW@JsnxNm9x!q^~zufnssm+g*sg370z}4$I2<&?s
z%PRm_(p8<1n~3An`5yo|T`Xq!!~W0czYVIL1htltinSjL+NUz9aRHRg72w7SH>lt6
zvEVfVo0N{#<c`&wZ{gJik^gDgzWsfr#N4bK7>!<9mN8@QUT()&`aQUI0`I}3Mrmg;
z$EK&CTp22{F<)V2rD`{~Tu~)RQ?u9e`}i#~KC;58F^FU??1uzz09$pP4$%qhT|;=%
zA@d(_&?YrpvU-b5<(g?;1&F>I2%EN$)}k+2)BdNpCI)6}fqN=NruqT#k&mYiSDM34
zGR}|#HrSP6faPqk?Be^$OJZXmENsWk4eU8)JcKwQ<QI3LN7C?PDB>Qwgg#_W&BOj9
zn%#Xdl^=DZsgy~?F28kh-BjIoQ8nEe=kU0f@2~zhyLfE}^PYmQrQ-w;d%eS}m@ulf
zWoE-wh?xe$n4}g^FuydWA@-ruvr{yiSZEE7)N~W7s1<|ny_D67Zd_fwurB)(8ThPG
zbUDJlQs`k`Z?oB1tYfCMFrAxC>v8MIn~tGPESs&ll>fvLX;k3Swf>tlT468fr2Nu5
z{_F_W^pq;)lyOLs@}~^vX`TDcBgzBv&cZQ1prIN{Dh|}NWtL-s=Feg=LXVW(#HQns
zN^Uup`SHeOD^%2iD_hN4j-2Xo1>4e&r`3U>*MT9WA5l^h_{BKN$1NVr%|Kvk76&>%
zix4v%m9FF^?bv+8C!qW^r<-|YqT@IJGkGI6^n}6B_-Gun!9tsvWGE}gOcQpWhy`$$
zW&(nXenpFUjDTN9X%eBxoy=r+=wz4<eq`uKcdQA`xpfUi)!M?-NkWrpI0fE`)uIp(
zggf_mgi8f$*d$n!w&^U66(CHIMnF)uh<XKO$B++Nlhsm=1HoE-^tB-@bx>#D>+E75
zYO4f?fBRAeNBojy6gRzLQoO_qxr^@S{^=AG0V<r`E+Y%3r4?spQ%J&JtP)xpQVozw
zIcgmA)0@(39{h7(k*K>gu=Ts<ZMFVI+xT`%HJ{UwzYmb`oobT~*+^(T6)f^<tPzfP
zeH!&MyWG&D26mHxpAlgv3f28)si(3lg*D?&9OWiXF#@1;nHva><Wt7DYRv4BwM(Y9
z{ciHGnH($sC5c>iSAlv2TeYk#Azm?*GhKl|*Lr){B|iLzzd?tGddki<b${k&2t2P8
z`8&aW`UPw2m0g~aso!V=i62ndUcJ6fQ!ud*#Id6@QwXc&ADm2ox5oTVq-dOW>k3}2
zULE)OdSu_=B>T&mTZ>G<mj&)j71K-Q6_ET2z<LGz0E20Wk5&0xRBnb@25{m=NcevN
z8r5$tYMx~HW%POKua|e8huV*b&pO{UmWqcu%!scteSv4YX})f^JEguZUmeH7;%1k*
zd!G+@VbjNb;cxDi>)M6;#_h?Ppz|w^oBGmKMMcL!^VEjZ>(S-Ee>H8NLX_2TJpejI
z)tz(_GZ-r^Y!7T}tyC+mG%IbHN4j!LnAuDYPr0mulEzqBf|FRari#aA8nC}w@1?a(
zOq{jy`Kl3Tbc?Fq`=(0ME`+JUa1p_}FVR(gXYqf~N^lxAa=Kd;R?EWVIxR3?R*@eQ
z47Z2aE9@xJ1i5K!d`#tjdP-nm(PLg?iI~=g$Se_H_(=drXmks1N+ZQHb19M`vM2j;
zG7G33B`h>cS*;c2g_4R+R3gA<km}1VD?j?(R(y>xl91|uIww5cZxZ<doAqw1t-mcb
zh&ZeMFOFaj{yQ^no={vntaZgqMSP%4;=4AOUqcH-J4Vpv5NGHIP*;V}ZhA!AufiWq
zuZk%zrGTOpPcPs2bT#gOqyf*!NQBR|)1D+l14{i7Fe!4BuGnJo4b#=sVP*zQ5M?2h
z8Ltbcn7_qD3(uj~hmvBu3vqGmMVn;rMAJoD5-yHF!&}>Xs&6(9aFiKnormjk)ZyGC
z(VMRR$f)c0#9&SBr#!o*1l-p1vujgvTf>c|*^Z_Cd$N41hoPU+QvV71f{;~1^vYUp
zXEG0aDX*DKs+cYIs#_|jD#_a8TF#(xW+sp)QPy0YCQ%?Z@J4AoGggj31kahmJO=AL
z!gc9)0q`uqHZguP5nPRVrMt4N#vxLfWmwycxAWyS*}f&%5Kamkn6+UPG&_rdt^Hsk
z`rfu&#(>7^WrQ!GVuUndmF}#xRkX}W+taAE-ufl;kBJ^86RjWiN17$zhWU}8JbFw^
z-&`4+J&X1-Z&+o-L5hGR<z19S>z=F1&2%$c`AdfB0$~<nHrh3Wc|~Lz4}q%?!kqp%
zmi7MknXZ|S)MD58^X}J5?-}&^|FW`>45PS271g;;!-E+T;%PB{OSEEOQxHCt1wl3N
z1ar$?2{~uuV5YGU7Nv>C_U?-J{v>7hIAXhu`o5$|%TM_rKbnD1)lfC~$0XgJAw=jl
z?-x6198$PWq0*2ie~^NdipN~@i{QrdR@>d@Sn9_=fg5`#Gvmn&0rPP316~S51EVm8
zE99gmZjY0JU-pvh-%JEyS*%F}-Su;S`HEn-S?HTqe^9+V+N;{U1P1&SQrA2cC`8Iu
zgr@p)pPZhf$b#X#emu3(7D!oZbxZlhYp(mLOcb_#S|D6}6#j^_`&8u5U#jg|YVBHT
z4Ds}<F(u)$+H{{+DR?eJ-&}J!*99tEh1^{7TD5vUu@*JQ{N1;dA*A#S@}V%7nFryO
z_5``H6}gXjAiGM$Xn)}f{}-+RzHlY8+hRw=V(fnO>MAA0BTqtYS19gYC~m)pctlj9
z9~B%<!cXOMo_>F0oH!I0NqnXI=5+Oj$={$r*mj@NH>cpH?_GcPmZW=>!{_o?E^6Mb
zp3DFIVE_JR9p`rz5!U6EcM}D;tOgxTf)+aPFF}>3n4b=3=63IIL8$y6-9d3aZ^|w2
zTYj%M3ci=syq9a*|I?IY27N8vF(7`_UTfDFtF*VRY;9KUts&6UV$;!^t0?Pf-}yIs
zifyVIp+<R<oZ92hg%p(p@msq3-?*Mj^v|g!|2+s#U0%&<bl(4r5^3xbE^HGnAh_Uf
zK!1hahJj7I8}=PgNLK^DIgyK^Duu{f^2KK0QAUODgr7gKS3a;$K7tYtkN!+dF$VZd
zF<b!j=Dq)0e*%{6w0*f0)2vV<t+e_V7!oVgXeYhhqrBBC-#R&-eJ&zjS5rD>ys0iO
zmF7Ac?}RV+SYb4~L1HTI|EVmIRokbrH;$b>@6N}gBJR8ALrj(mJk<pdVd<A@Oz5V-
zabRa>;C<P9embhfm1iiW%Nx$Nau^1_9LDS6HdM!H<+q+mvfHdMVW6zdb_BphYeywD
z_gZR0cp^9~%C~M0i+Y)Fta!TnCNR=_Mmgxxs@)>njMg>cIg5=LWU%IJhyH3snNfXm
zKJcYgo^}-TvDoOwiZT686>G46OT__Kr89{~*NQ3TZba1J`@FRISn7A6>$6tpy@19@
z<718Z_|%B5tO%o^JnpG{UqI>DgOpnOk9MEA)VACbU^Uq3G}8IoSY~oLDa~OnwZD&1
zYj>_cCds+E$@;Gz9M6}kPNZ$+jO<yj&RH&cA?7cg#wD`oPW+)*mio~Cy^Z{o>4T2=
zRI!YZm)uSjWoFAjRP2E(80AVVEA8sOU`0Dr?q8T1M{gwo<sNchfchfcdrR+mNfoj8
zk$wKmdCbc@3yNshvBUTXnQY>8+n%(xtV#H|mB`V-xg{+pC9;Afx$*3A89fJm6v}7;
zRJ}zm-)d?2BW<Bi1+JzI&TJ*+y`dUoqfpv<pAk6t$Lv{WQQ-h~&ENs+tM_Ey)R;%0
z#UNQETB8``V%Zk{o%WuuHkpAw3Rj}Adt|<Fq9Zk~dN!r=?>{UOn#<@BTm>xVY^UL0
zt~*JlXm@R|i$7k5!#}Ge&P`cj8OCAJ&rEy6AC%lEQhj82rYNy|^yG6Byh=?1q{QG6
z%j7H)_cBuyA4Y4fO#jOWoCPx(x*5H4{~~oNjgDyH3;8st{!rf@^;@0mTKKc6Q`CSn
zF_ymnMOBTTPBSq+01}*qG{_=NuD*Q_jDxZWy(9T9d8qmK+j|9<R_EL#8{nbkrp2%F
z;5Vzdo%BgYd=KE=9P5L&?zM5)NAFN~J_M<=5sFo%0Z-eZX?CeEz_<cxXt?EWyPIVq
zz<3o7O@SZwgmT?)-r<vF?|o<-+~)+4Gx$_QTvi_hUTGjG-?13aA%?m`Vp5#~8if7>
z6S1E2ngOLANmwuadTKv$wfc(+J5W=7$Gf+TySM903UQ5KPuMxS3?Su(qGN`TkcXm?
zr*$b@(ZvMJDg@1{FW4c^=erEbc?UTG&$btetbEVkMt(_li-LBcB(PBlH9cz0Z}M}B
z!+H{m;ZT|QTug3e3JaKsu=rOSt~I85)%DQ$9}14kjidAdhC5kIOul!;&!vFUu2rAM
z^2rfuEeT>k_2<peOO6emM}_P4NYJ~2;N2*=^KKor^D*ek_n<>T;7R2!$A=v}&wg&X
z32>h%75G?TT6f%9%6WOjRPf&0YgvEX`gqm<yr8yw?>E1y`u|mvLJxOom8gN5%l5Ws
z-nwfdx@$_hS!LC7kd#oh`m;ayY4#G98fk=VD-(sZdMHUP|I=9}M^nF%ipX@Mh49(K
zW`Q8vp!yfIY8WC><uzAcb=6(4?@{1#C47@}B-YU_%rc%ag_X49N-6EL{f|EQJM!{{
z551|p8e}h7+?0%UZW0@DGJDf7e(ha0?jRsf_0b^fJ|L)|BzJ=2&7|apn)TI}<JBPQ
zxQFBBBPdF4YJ!uGQy=^$ve8q#iamQ!ZIy5?K(p!kpNoFfQzyp=qi-wTBn0x#DYlIa
zFUh_y!{j3=l6U^2xwGpO!{u50mY?LpdcKWN*1M<F!d+PoMonFXoN~w?7PYP8dG(jo
z+QF@Y^aoFwH()4t;rE;chdHY7ty4VN<~)U%Q+07PK<)mJ?SESj=wm#A$iVkRqS<pX
zG)R8KvzK67pHV$NW2T%YoGEVjBcg$*$v0DVHxxWrp053#SyVAg1JM9VpOs4dOF7#o
zIihf2c^nV|X@~QEr_xKdkzkWetVY8~-PSRXKa?AfgQ!kU!h3FHFWlaMp<xyS_3}V&
zYLsBJsRe4q?}+0=z4n?HaLb@uMguMt(@<MZ$mSTLY8r<g(DgsyVdh`G<#u)&%m|3r
zudT^xsS)BZ%RY%(?rEiPKdh(onMnou+toUoPNw8g8?OwvHjCv@((~v%ZW1Pfltf@}
zVDVz&`|x2W%HPA;x&aNtH>a9pAO~GzF2oJ7tR=#L`$L->Ab)_b{Y*;tIWj!=zOX^t
zw>^d?&y^HcDoukVm~h4-&Q#&v9ch}TNd|TAzeW-A6r7`9OX6=<HuC+Mupb7}P9$ds
zDUfo~XR*=odYxCNqkp*wqjS^6$&VE5%`T_Y3y{emjbV!3_UG}j<b{Lj_JH@PAaD^C
z(o6EV|1v*tKRupnitfZSNZ}Ix)aNH0&Z9W<gIzo_fMtVGsg-3AA5|+A>ab`l`&L^C
z;!L``6W^f<I=kH8nA;!@&SvJD<DMiM1nj*B!%Qt!-ozL+q4W)GFyP<MMQkG?!n1uY
z&N0snG;Aibp!9co40l#V5NjDTV8G(h3WSrA)9`yLd7hIIId-Jhjaj^oa{8P|u?L_Y
zrc&8A3T@`mO*nw*1QvrTHTmAW;D>7SVgGsf*<AIZh1LE$E@}uE?Pz-pevIIw#<9Ey
zBwP_Gg|cv=G-xB06__NG2%uk+e9!AxyQkfIa_VonS(_&4DimqcwBD~8<fL_07&)F(
zdWjAe0PPdzHf5)^&c_DFOtgz|yK||ZbfKbx%6zY3aGB24AEpsk!}R9)?-M_|5no<^
zf<WzXv3RIJ3*T$8GbkpFEWmZK;1!5T1FRcnx`lY?)6Za-PKh+ZWYgetG;u-5%C^P!
zR1EI2+4wBLOVCAPwEk1`B*xlyM2UEEMmB_aAYiuondtgCwm4`^C22nwbvTH_EErUc
z-Sg$(_or76TN%`=XX~=D_UKXa8y9JI*e)zNEd24(q5!OgCqDZNXtjRH7sVky$??6v
zE@mQXi@p&3`}LXWdpb~Ds*mkc?EW~iIkx5Dd9zkS?|U||a`kTXk>UHy>XYc_d(*qb
zE75to9wG5@FmUL1x(>dGWqLn8#uW73nIU=fJ^)+@K0PY<y*-e8TvvX+{T=Fhm=B;P
zt_IZZY_@OYuK9q?uk5O<UOwD?pJHl!j*@bL?_FP-@{bq$&zma&N9+HYB`b1s%RN7o
zCVIx$85&&wIX~DUK3qg0UlfFLNcm(n5}&S-{o|%7hn<45yb#7qtaGK*GIh13%o{pJ
zEtH|Ju+`p0Uuc4I)Xi!|akmS|LMECGMZqhxPwTCYa3KD1;p1z`*^M&Z##ei}dfk5U
zOxYZb69JDAS!Sus?pl_$`lD$o!a7ISijT&UhsM&wt?p)J08XnPwMD9PnbGrjd$-fP
zB<thht&>Eb@47)o-$wJzXl*ti$oVxl%huPf`KGOH@G}hrMzXUOobnM|M?IRf1dp%p
zQ*cucoQ%}{?KhP<2Z0%tl4;y9h^h)`9yjSUgfLP-h4o3tASeoWv~#)D0f7CQlnxbV
z=M^M{CV;xRX~@isuQ0=$*^fauYP*;0s1$DM(=*~uPYjWGAS(X;$-niQX!p%M61!8m
z{$BX`6yzkyC5pDo{z#r5zO}y^)OsobjpMZl#eNczgFvH+{Ojl`tsb<KxtF@`FqUIr
znpWM$T}f?ln*F-rd=+|_PS-MVg-f+G&z2K8xFm0<N#%}e$=iHmYcbb^+#|HGF^9fG
zsp-x8%NHV<m!=i=Dh-;d_Sj9sg_kUFuf=5KqIEx%43r;0%5eTe+3kQ0VA#tv{tVKZ
z(P?OG*}l0&CaKO6SY?K~@dbk7EX+U2r>m7A&m@f2hLp-SVO9hZwe%q`M}?Rxmp<}m
zKk|D&lnjH&IhjG~o^SjMD@PR#SCvekitew*2M2<-mwv4k+_`DoW)zQj<v~9iV{C9G
zI3`?15R`r8(Rs=Wl4u7Wl5aDq_zQc4SGdRF4Tj~Z56l}X#_$ecM0X9s<4Um1oxhvA
zuUPNClilkH0hnbV?r3#jP~y)+c*0qaMT6L`LO+mpkr|I&(V0Aey->BDUyrSn&2$mS
zZ=2Q`$dC0ur(Z(>Kc^8zj=?hPhy?5BOQC&Z9Ur<ZW7-<)8VBDwnz4)`gsEEyhrt&Z
zNj~bvA^9FM@eUfC%x$ndYky3y;u=tg>Cc8MT*FPt>uiH;*1iobPSrg)qC;WM_X!>!
zUb+9%)N`(}GtlIzrzof`W_C7IE!$AR9~ksm_z>uKn^60^Qt+qU4OyhpcdBHq!5YHL
zohXw(OniG9K8~F%Ox(K&eXSc}F}(ZxCY*u>^)e^?qg)`AkUr+_mj$vuLl3<MH?*lI
z+sNYQB3`mqke0E(2uISWiDG&c^K&56Ead&9eObwq6}|*JO4hI%d#!|hxG7Z~s^q#T
zE(e@hO%g!CfPXaPDF7paq{<S<L?R20q{7}0dX?+RLemFf9g&2R)CYx+8r+M7XriBW
zf(3R0zY6j7KZt#2L<8;UwHk4>Kk0bCw7tB%W?`p~7!}$d`vW9WDUHW|^Jt4{D@My+
z#W2CAwIFBR_VG_7NFKGGz5Z+rAW@n^tk{8Ga1cFR?8WEk!*3BKXb!UKIp6qRwT5hm
z7R(kIbSma6ndd&$rFN`O4fzaG1WniIed|6^?|RkZ^?mTqBh>(MKgmZe?Z3&#Bk9j~
zDekY4Lf>K2>)12r68wRfz~F)}Vcf^_cYVhX4q!;^Hmg(EsCNH?z*@U^#^1_N6@&ON
zr0FXVm}kI%WdbycP`_Q}7B~;2Db$L!aC;4T>r5GYO-bAA7=V0KbzVPz>5w|BP+dx6
zcs&bO;wp32CR?sjpKNtO=>iMM0xQW9t5as_H7F`Q_Cx{;>L$HpIQu9c&on<Ss<2^n
zuGZBuJ+myjpp{MKvd`N^+DuLMR~hrcNYe8Bf1G|`dv9=1*SlJ+`L|z{+m2R)xqcTl
zA7_3aBwb*D-+kCs8@Sq!cr*92<?eecdd6kHl>2V7#7wmLNR|2t(ETLP{iMMCq~3ib
z66cootpX0cpmxkI*wh`(5$2gZ*!ZvCJt-qO$utgA08kqHua?kun+eLkYW=oyGt%v^
z0BZVH%%cr>XYfr!IJ~o6zbBZCLJ_I^JQ`CpzyD0vRk9&iMyPB1TgUw%gm~s6DK3)K
zw<)qzY9Pltkk@T9s`fZW|Gt0R%h)Us9&u+tMzMGdUF=SnM%>^h10gS-RC+AM<R7$B
zQ3U0lr*hIam2ZZtxm;)3Y-g%$M*+e7W>+{98%!Bp`pw55E(7nh(01yiFgvhP24q54
z_8u3ijTk!hxFXpPv_$}{-)}e00sUfry@9B9Jy5Jy0ou0=2hXXZ<}m%~OX~?cF77$b
zdH-yL(a&a^txOd-yNWZk)Mq@U@sYwd_zk{aB=hrn4hb}xl7v22+@`S|44Irn8Qx6P
zK4G(wwGpLk_9n2bL^-Y?MxLiqbrtgt#BcpRXi>gB(=?gNi~{86?qn9X?Epo#aIA-c
z+i3(PY4J(x(A;6=7g~DXd-i+=KqOMOOg$SZ=Ue_gbleVs)kMwzKq|ZjsVg$<$@h96
z|G7R-)i;nx%lnaXzwgApH>hqbRGp{O*0cQKDCrl*T$SKpAlH6X8KD*Rl}gH)GfkU2
z#hJ^*K^macb?Z^lk^5CslAJbIF{b&z&iA{BTJ~fl`qW6zwTZOj+qw_k<~Ia52d@AR
zU8rzF!ZjEP<bS5--$33Ict1+onrnY5>XF+RiUuN23e_Nb)f7Eiugt`(L$s^%*s-}S
zkGa7Fnp_cd;TVC$;erY6HotR|nqB#Q12ft<q_r%y7J%eJbn;lkkzPfDTqUdz#u(@z
z=f*<=dKQ#5+HbI+JYg_U;QHi`iHugHY+gy%1inGhc8-JKbp1QMp?v^t?K@bsrmB1+
zNlZ4CZ5Z#ds}$^7^Vki(`u3~pSrce0Avr7os$GDxwI*x#i_;DAKLB}zxcLI|7-)L^
z4tb*`85`J<d_^Y<Y$B~c98tqo=oeXet+Ghej<5uIUjfH#zmUX>Q6i_2@KfXwPYlZ!
zX=XE_@yAko`!SBOITl#Y@L{L$s0}P7Gz=bliTM#Dpo%e>P4Fs0|E`bm<L$48a=$3X
zMvl+PR-NJTnx!7fy1vGZW|1(K%V$8YWg|(KDvX?&!GlE#3f;w^vQ~AbdAIT9d&Kf^
z(3f7sL443&udN)Tn<MQ9A;UK_u@5lb20iN>@tXDdFzB9AJQGV()p!<TPOFI~nRNQ=
z|NRTp?gSh;NA}@&A0EJ}iE5<~DUBgoFNa&KqS&t@ly9L_tf5r+4S;%(cl~*G=#Ky4
zy!r`~eR}m9J=iZhe}7x}+XC(9Li9Ny_`?1zkLN<u+^DBicz=oF#y<6hJz|GTqZMLe
zH;+TpB8;z9Zns~{e@%A_7M{=MW!~<YGmskyx7etTEL)|0SGFq}QD=WqqQBuL)F=Pn
zoSw>^nb(<<-VtAkJ=Q`)_6*l^ZR}&K;jJPR{V{3<O$65d{^*T_Ycvv<hJ;Kdz5*jP
zzlZc_72cS2`mjCjSlMyJs1J5}<bwiZ^eE|JDn|<2y?Qe;ma2QvJ{qR7^Y_^X#H3jz
zND)>tBkMY`rq<o)<KTEe4*2siOBf7tSb^b2W&OBS__+Ukp8CA7j=%QFb$+@ist4D+
zRM+_P2JFb2c%f1AN0k60&4DszAelp;3^q_E_3MD5(m>y=fBHyk+;%gy?_u*_*I-|^
z!no(jt@HhX;frwYj@cZ@)4bZnt0|yW*e!yC;Qoi>1dX)7t*~3g>-!?$b_>OZiSBkQ
z;JXU4AT~6+4wlK*V@c$6K(I`8K!{NA?t##I&ojY_5EX)KwpbwYH1rR5&S~Yge*<#b
zEn>2td_}<QnUh5x7RX>1gtPX9B*zCvSn#o?GUG*j={d>_HMDSJi6hN}w=)8uOGpf7
zv%2qtab(k7m@=K1G9GBMz~1f0ik<svyGWL35I*{F9KI(n0*Tmq;yFkt&ox@FKN!N&
z#w9RHA-~i5!Xz84yTBVV!V8|oLAm5U^f19DJ3)=+|ATzIyy1^r5_0zuY<!G+jA6-;
zc^hz@nJuv~RAvEDWv%`<fxysUL=dbC;Um#vTL>6ZSwWV2cG7{(13<O%{_+t{-H090
zj~>&P9oGMEpQ$Vohiw3{9nu5CWlUvVp4KjV9T58j8Xd!0NI~>5yk(Mb?+X!PlJx6a
z(*GHlqn&<e&?*vX3$_ng)JC`X)UxROk;xQ%=*$w$+OXM8%6c&(@zM~7e3X04D4?$Y
z-f+H~3nt99*X(NXy+&BOHWGJ}##t>76s?#>A!btb=4%IVwVRiYFyf9{x9?__1OG1i
zvK78ND7ivSkE!S>R8*VKb2i}rnX8~HIY+wjT}VT$pu-IT2AdE}rX|QSp<Pi5F>!&I
zLvdlzI;iS@{xikL1vp;XAcX4L7(9yD_nl1TFJ;)q6Ltpbh3tuYdROwbsgi72#dQ*%
zxy~@zm;<oRLe#<vt@}S<E<vx^eZ7l^x0fi|6o+HUS-;*>SAqHU*CvNp`HpTfQ`=`$
zq_6D-M4F4JOj)67k6~)4QsFCz(*U;aP^o^m?Ut7JP4(0oOrKXzuirAG22n>G$@Bqk
z%7#Bq$DOwI8qg1WgqI;&-M1+CnIo%Uck+pyP$09!4b(d*8Y>6fV*0C7h)zr-U{?|p
z%{WJGs7~@Vk&dm|qfowi$yL+TjHev3XQaR;X_*Ip82(eLNwT~rOYv3D-%2J}G-XDe
ztZgm)yW;Q5%#cz_aC9u5ZyIQdYm_CK?bCmLK(?0>0Dx;9dSBmznEV-Chr3fTv~<6B
z2K!q9QINbo>Plu((EK}!`17FV$x8G-(zu@F<D+OVL>{<l<!pa5=tI9BG%VK818k-|
zpiKw$l0VVxo2eOmMV`Z%!}Q%1(02Oz_OXqq&Go$MV*geTapt?(ZNIPf6a3RsCBb$Z
zWUV2rS{1Kl=h5e-GUlc-W`~={RIC4P_g@fct0Lh#4T4oXG>0T4KE;QA{Bjorg-B})
z`nr0W+dF}KcHlr(&{e&Ek~hq=a86H#)U_4bGn>?#zlZiWFUrmsqb>1#{Un-NRs3~E
zM9VbTrf~1Go{x?D^0oUgQi(e|hdDc;_f-82*a9sY=e^g3e=wXjfp3O2`WIRncVFDC
zxZM$1r+Kr9LBuj|?vm`7bqVHcsx++n4L@SYh4KpWJay9^qv>L-pszr(&iZp+D|x9E
znyO%+CGO}i`zS9Fc-c_|sY!@whH6XuOQH+ng87yQQ!ES;K9A(T$!|1lY{w*>DaU6^
zdTOisx*>9MF*o;4uV-B-FPH8SE8OYP)LYMMUC(!dPd+VOpJ76%H65)an@5C~yA_>+
zM}GTQ4t;a$2rj5(eL=(b^qKd+GGSjHe!<3y3A}^J7`-sC`EL+&wuOv(f?ZzX(>>kq
zt9ZQzk@+uTb8frkJ$I=<*GYQNXnj#acioEX%zNOOLhyh40E<x{qzR%ihoPTNebZO@
z7U1doSB(;02uT8506Oj(rV(s7782DpWO}z`Tfg-Nlb(q8wz>#ee+{fHX#!Mj-Vq-{
zylVO#47!<5ZIT|03W<Rv5<jFMo-!LzNa2@~5bg+Rz<|oAF1hwCKVC;kqeqg<i=L1b
zJ+v6wkm`*YQ}5Uj6)klaqNXeSM3d)2Rp3aod0Vf3U$608uW|PWz3<8@a<-v*Iv%~n
z^cOT@Gl*kNeckqkWp)3}|6z0d)$GAoVZj*9Oc0)h&^-m0RvReY<~yKsMOLkjzSR)!
zw*-c*YXlawR~M%JDVZ9t<Iq@BibYdO3ssHqRCHpdYnG3+VcVGr?iR+*jt?<6PONlX
znZOkRwg>_DB5^R~6@S#Usrw>MkNvmqPldG&CSy1421PL+;gEI4yM22R`}UN0@I%|D
zM=7_?fUNd3`5&Jl9idLKu^b>!#kZ}9cXN^G3O_dFztwO5^qB{c4%2k~n*Hv4_8w48
zaXuUOo*<UqcIqF!gnif<cniOu@9{1=hHFL=BEjE`GEw!HVkWYN-kK@B2bO!Wlz%vg
zgKw%X$!on!vyXYpfjJB7la}`8-B+r5@}pCwKO_$gg<T`=IfP6z?!Coe+cm_p_5Agg
zkc^gj!emXfol%Iy&6K+JIQ9mbPmI<)I*oa@SoMW6m$2;P3H3xOgzdW22zBX*mMZoL
z7Di$YpVW?87f6I_ArhRe36xI0al_rwx}^D71b9H1_}Hek_aO@Df7|ZpBspvWW4ncn
zL7r4dj-*;7@Iq`mC<rzb8&{oBEw9dCU0m1OS*!?YaUfTpi&iaVIMhPjqd0uEjn|3-
ziMJuraHX)VFOJPFk<@xCivMJgAul?|J@VMd*DKkD3)4rT*R4}Y(ht-c#;uZx1OHa0
zt-2^>VN*0%9&r5aEm2=ZA`O|K5o9ClSbIb^q8O^&VkN^MK-#_;jS(-NDdI?H<1v}d
z)-&|~Fa-TqzLk3NRGT1|r@1*dZf{+}$%ce;@AP2OYzXb>m2W)pdpMx8sZY4t$Nvk;
zVJ=<ooe80~zd_+Tvm1Z4*zetuiS4E<b$*?uuP!dgUccsLcM!($C>)Xa$E^JIj%h-P
zZ0(;x@ZiqWrrfCElNVyLPtEP+&?S_BT<&(v=jWr@IfXRSN5|NDd#_SIFF3bGxjPs6
z%M|(XtJyR+?8Txgq5<74R8%jR2%<G~<n?%bH5v!|JulfcdD#xqdRL|@gmFFd&KAWV
zvlPg7i7@OVkXa@WG4>S57Rg+cC>9v7YzTVROyA0GQ#J|T77#zFpuOJl!JCR`TGv%L
z9vtECS_fYl3;u2)ewE{;isu`o_m<x-v0xj+p|t;WZ~8t=GXM`&2kru!>p~w|iKT2>
zxbi~JRO`-_+we8UqO8{BkFlx1kw$CH?>P+5YV?0N?nvBj96@)c{Nuaw_|2yDHL1b&
zrLMB}NouAWcY)%oS}>LnOY&pYcwR~?xw>+r73Y2$>zR7%+3G7|HiT8D88p^-9>I(<
z<3jx70|&dK(!b8|wRm48$uIu$Yj`VqNlQD0+h4bQOfC6+g5NryW2ne7Rn&zg6(Yf%
zM~`WKgirr!(oFb&O^ro9+`xlA|Bf%y*m$k#uA_d9(~Q-pug)J5dI7Jk2%LliL<+8O
zn^51xZKk9YdK;+?2QdZDA|$+36wc{`;rOP}L}4a8egu}RBT{c5W)RbaQfFR<6a)5z
zRP5h^Iqk+VSx;k$o#+UG>da3YZ#$^phwUsP;ZhGH3WL^XR5;O6F9UM#88aVfGvGvV
z*SB9=%K^)@oNx3PVc$TE8XfwLPg*kID6|dH;AH03o>aEpXdK7Y8WYAmlgTcNRUAF>
zomTxG4fs%ukkTO>7GuZx?el>6@lLLJ3qCJ4z79@`N?tO1(h3JIe9_qcc+vj~AwtME
zVMKF6`f@Dlal8@5Tykfnwr(v+g!IGdMD6f;bRCNRz7$(?)>cKO=27*o{J5c8^zDDP
zAR~w1B#yz4=!xd1`72+kA<38<N0);*q!6}kE)ta%7^NOB{T*^F4Bi$C*wM-PUzs-~
zg!(hEzOXWDG+S%8`VOX^y*!n2krCm+S!6Ey*g(svKb|lSF?JYosCD041ojxf&)9`0
zF^%KGn%|mFV^>c4j4bCXC*cBPG+JY3g2U`Nu`&&S=vc%4!5nx2nSc?hoXtSaqpL>9
z)E5uWJswfZB!!Yjsg}AvsJileTF5>z(|%~73}}Q}x8_b;vu|SVJwKg$U%S%Qf9rNY
zE-v3XI`{is(-zoPjpX1S5__Y&wtV>$s8#V4ywm7xSucYR#9g>3dMQo<=uaLCKwkcx
zfduQZlCINreJgd>14Qi;l3wR=<pwy^+<HUkQ7A1rG(-L$0F6L$zeCw%u3c>BECmF5
zUEGU6FHB@ZTFaaTYg;gd&3v_Ix!$u}K|}A`nO-Tvy_a%3pzoF9=t}88q;gzqVMGPO
zy)T{I`zrGQmM>D<d-@@`z6SfX#(J)`o&)qk?BTBOhp8>m^tO0*M>e;knBP^;?P_PX
zwUe7#`kEFBwa6^(@QQ9|#Xwpy4z8M^zybEMA+cUaIItn%fasOq%XKAJkrXR%uS<hm
z!vtG0%NKJ5nr)?7YCKf!+aTPlwiwkWt=6P6T2vM!?F-xKRQo37zCp3CSAq_7DyvRo
z)oTw8$VB2pBh>jq)r1P3V1Yhfy~L;!8nk<Qtw5)f==4aGS7%V`j2ewm2PMC9m^24N
zH^9Dzo?e(lysMtyQo%4{<{AXr)f65~0oK8=xe=JV@d|qP2f0?@-T|&{z=^*7PNYY;
zmtz=)C-dP^-@B|NubDW8k68K-2RZugMI~k1PTM<%Idpw1Iuge`#Dnu7qwB!zedG6j
ziF=*&d)UuKa?vE-K6zcYD7PxFzOT9YN1pDSxn&qy6b;VoO)Se8EERKA$ykw67xt!E
zLcS3C<}7!8Kjc$%nIrO~j;*LhUU)q(qH#U8eK)RC7~L+6Xc2@o>>^PI;NE6wXp17G
zMG@4j2xyYOmMox2il`YR4rqpKtuPRgAh3DwwS;i+-393Tj?fEF^JxU=6?!#E0y<Pd
zU7ElSC2%i5uUGw^FZjm5z0Cm9u;Fggw|3pXZq2`z=U2@RY2YXJ2ot*nA+;?3%EjQC
zm52s*ObaieeLbafGqIHyRy7}5HJ8xB&gfjhwNr~*h6oM)*t%X+P0zDl+BjQ0vjf3w
zaqsMA2a{JjvOsJbFR1O$ect`Jq&W%oEHS?<9b1`S-cZ`uRa)PkM<~xM#OGm%*rL+%
zXV2^E>)YE}>uakE^Kz4;!@}-={obGc?$`d?e{%n;uhn6mkZOqKnThGa?ty>zXHoaR
zUiu`tsvsjbHZ(gbxa>(<4Jzj@?uYl>dly&r{W<?5ufPWw@;wasK4#1fJMM<1xMQjA
zIJyUp;enk5Bi92n1&%HvloNCdCOr@_L7s&SPe`SrXx<pA50>hSqxj;+{cvPI+=wrB
z$Okj%jUMnQ9QYuQbT5Cz6EopMp!*du{fG>29L*DKRV)=4*oQdfQ#9>eGz|fR576}Q
zf)9+F0+dAr1#5`r?i1(l6Bk}<@jlU|rTb7pMuawoDevN`!1B4^^0~m`Nq;=m4>cBu
z8jHY9#23+0%O;bF)bQ-S@XYSS!l5J-DJrWgBC{hVuQwhwn1~&Y!;VCthJp(Q{qp;L
z@&|m-!@l@2{}O6oIWxFoI^Zc1QHHjMSKNy%e$^UK9FYrsf5qC5FcX6vOG1<43kOp0
zqgj>Hd9_QK)r)Br^KnH};8%weW+3?h#xK&q2AklD*mr$zloAR`35BHuRMoSxo}Nw`
zgR#Qnb9RKwTcY_b*(~gH7Z~T|M{`PuydG1b4?%i1A-x!vU5?4F#$?wnjmxh<6Cl|o
zMRrM*T~KA`kfdcmd9U<*=Cx*JFnt)&yzFdVb~-ORnU@~J%n0Y?2>XH*#;6@Ghz=IT
z2P-lwTXD!$+4ySvy7p*Gf4pZtmq7c$@rU~J@0qVZv)q0TQlEdie(=$}_6Fj(RM8Oy
zwiF?9P(;T7z3>7c!vMI;P$2OJ@Owe7#kA(-jP~V><`!bTG|4gSZi86woaTB?eL1VT
zm{r1#w$nMq$-Mk{Nd_Hdrz<kh8B{m8+8dmch@o%olII*l?BrggxNO@9tb2pRGpz7<
zEwWyLoYf7Nz`fGLi`P1r*$~NXmoT7BXNRg@gnMCVh1z<lwq8Ko*R{b702sEssSZxn
z)-y=_Lh|9R?+41dn7S^ZtxM_aa{9WGwyvVCsVRKT7(g#uH_Cz-fD!h54Y4f9wlB7I
zkaGxo*<1p0bE%I51}5TUI`?h8*~0}6s)53m%&m!eV(p&hKyEowA3D?rR+Yu9G-*{}
z`R;2?2RgG=Z$8kQ%vu;Nq1R~)TCEY99`q)Q(Xwx{9GETpW|-P$gm8q(phhN8=;a2z
z6bxNGM0a&^jZUeCN;I8Dsn^Q&I;mDK(inD?`VE<$E7q>;Y38<6lklzaloMRl7)L$I
z(T=e7Lu^;P!92*>AK)AeaIFKpSKRC5d0QW{YY%q1!6XYk)RYadb^WW_QNDQ^2C|6H
zfOUJo3Fq&Ru0tx=0`ohDxR8_p?nQ`qz;#YI?Q6NrUI1yQUSC5t1cT*MLWAP+Q{zWJ
z+CBUTh6ys(_2Vm0VkVtfl+u=^j8*9rTf*MaD$J)a(B!V~hv%I0lKI1|5m{2_R&?`P
zRMUD~`)+)vFt%M3)hY~a+zW2l3uzREHp{|Vm7#5_;1*?Iv*NYnfz2{REg)&2(_9T|
z5eBsg-jWC$*LN3U`M$G!n*^Rv)X*Xg>QaYv1NSQYS|r}EJ*|EhP7=@z$qLw82a#P~
zU_C#gbvwFkI}-UGd9f}0xE5Y)6Dz)%{h)I#sf86%!3Zds2&-Vk*36_dFQvD$9(A&w
zG*4zf>&P#wMO8H7s@qB$dzyzCQ){BRZN<Per<=Y)Ufv#E+HR*TRdkK#RkSANl>{bd
z`NXCLCq9l!%TCHH$SA-T5=yYd;zA4-hsQsE{;am@Sw#sRotu#y8y@WWE%(3v{lEMD
z|NAfg`~T(hH-Gp%FR{NezqTM5n;iHs@Y|0=?v*}{t;$U;O^+>3i>Y{${5(7LF7Ai-
z+<O;S_5C^jBd@@B(Ze60NA96V@1uc!$K5a!ZWxL?Boi=T%re|jOfYrb3mI+&47YrS
zdp_MGpYEAY_bLEemF|nC`(bGQSZV-nA^<lYh$9E$Mgnm|fw;jy+yKZIGvHoGaz~B$
z;wb^ejG&Uqz+$E^p6Z32fKY)ah5|0J4}l5t#53-rsrS${Hyo0GaLJ7@?M9fnPe3-o
zA^I`{F8~<314tJ$0?TKD%ccX1XaV@~Knyt)OO7E-q?FP#D`zsw8S(l3vDsZ|=s{3I
zPG?+pdvZZfDrPVZKl}hc5{DUzL=6TP^aU352cn092;|UGYIp?`nrA|v&H0o%H{ZP?
zUT8c+O3$47_tpsUF1Qos-3jpMTKuxLA8s-hHJDP+nUvp|h8@VOq@!wQbE{_`S4<@q
z(V}sbNIX3ZKN*CZ3c$}oAzNV4%3a?Z&x>-O5pqf~nH9u>#+s-7y&a56#v+@&yuP)(
zEneJJE(rAtvV%E=eOi9RlpWKgClk`saoO3J?0igiF@^xJO8~>?h!8M7rAQFbB&SUA
z8BoD1NnqCxq8Z8QjO1iSay%<>%u0@CCH6UqZ4RJUa=0Y5t;p?c<q=oy;A@Z9bte#%
z-L+hZ4q+qMhuX7G440o8u0AzfeouG)vE=9_%WyNLIEOki3hcrYIUvnThf*@x8Pe4t
zI|siPGQG}N?-kHEMS4z!eQol~DfJCNFGP7E#|trFn#ew_IGtBrEU3;GRA&pylLdui
zL4E`q_F*6e)bp;$K&Pv6L{M4AR-SQTG_CpqMpQssFH&5FbU2(t!a;a&BR;%!3Kmyl
zC~$B}V!e<YoQn~iIdv*NIF%lpDFAc<eUBjI@B&7*sgRk)=PE#7=Ku>Q^qwm$C#r)p
z!_l?r?)}~ou4I%eC39tDuAIz;QM^i+#yiT<jKEA`hyk!oBW&|96nt?GhLHFxOydP+
zd!>HP;Tyfhy+FUO(3kX@d--C$KzFD(I94B?C=YCMvqfsq$qZVhS+9ZFZ2Lxy*@*bG
z8m&~Rkt%cwwMngonzKWL$!0Wztgs7CXM`SJy%wew8)3ei+Gs{n4X({=N}W!jgF$Y3
zuz6wJ@{YoQK(9!*yr-SpQZoVOc|g3X5w;3?$w(~SAj>ewHX<X5IhLP8?<?+g!93E>
z=Hy-riED&*vc6S4Or0CyAB=C=$2K7byx+$*^|MWbYzvHd8-mfsFzAho45$0I(CegM
z7xBK~UgtGrnfg~`%ssvQ;#2b{Kb4>VU}yhBuIhAQ?|{kE(pbt#j&g2I!`d|nwGP|m
zCs*J5r@Q|BFrfUbb@zriZOR}?652PTo7dyocH%pPaqXh$R#8|JlsO1On#7?kvamK~
zSerVeRTb3Yk}?SF-&U98L9Mc&R!LB+D7aPVlpwej1Z#27R}m2MS1^a0h2G6VANaam
zs^BhFK)ckhS?Jri>jw#qR$)l1Ah2mOpn)G$&y8%^NF9)*4@#0cHshN)@r|nqP0Pv6
z%MaUDGrPIztxHi)$3uvNVMV0)XX6<yvpF4$8O_sK^<&uT4qQcTeo;k1ab;0;Q!8nF
zeqAuPE^H!EDm#Wc#%H>z3r!??X>(r&p)xW(-!n4lesHvJRAP8yTH>Ru%zPBSxTK`4
zlt{#vl@RJ{DjKTG%LxT}kCS49z5KrO*Peg%JNN(OzkKjV|2676e^!|t)m8eq9+mhs
zBOIIP2P%6M^*k$~Dm$?%Gx6EuxToo{cX2=bHgfOMpM2xJev7WaUEH^CpYsFs&^`3<
zy*KEK9&<yFLoC4!5EMms2NlxY3+O<+2=wOByz*(@1$5s+x<8r`gk^*vyTfQ<go#kV
zMf^x8o)n573?mGLgNOt0n*r=!Km1rw2`#jY8Co_OT+HypLztHAQ8)^MRIN9b;)ADo
z;~@e8!C(kKFg)-~cc<K39c%b$H`ovdJ;SdU7%=!X2_t_+@gz+6m(T-C=>GVz0NiK@
zel&_WmQXzYsDgoNSU}axJi-s9p?Wj%q)hx^T485uLC0fkUnXHFyLj|TF*%Jel87Tk
zqx&O3xS_}*a`aPb+;e7P?QBf-yk99;%Af_Oe#P1ey>k%NaD$*SB3S&gwLg}YP|%f@
z+mMo7msZe{Q$osrHlF=-{87nR5^gvaGaQ2-kHk}9|6MR)Dx_#Gq<Hb|_wFv%HH632
zgp4ZUld7WZs*-|+>XN>mRyu>qUSHpoDAwgVwp2eW&`t^rQ&Q`s?1(OPP^8D>vXe2{
z>6q+{EITJl5sgXD#-yiX(vvYrL`aS&#E2;36S@fMaDOhQ=yXza0-6#ZgQmp}=eRUv
zP#T~w%mUzO&({oB8^)_G^YymndUyW@Hn>Tkxa{O(_1X7ym!In{KhvCjtZ=-5La<HK
z`I6=WxEC52keV{skEXZ)nw?Tz(IMz7Ii*SffDzCI|Cua28Wq?lM91(~@SGX-)s*}U
zDSQxE=`gt%W)nl)LUppDI$l!Pm*ntbY>>NvX%sM%0tT@G`mV|mAw9jyQ?3dM9L|yL
zY+BgP2A#b~ciFZP0=;1Kg4uf`wqA=5F2x5IBG}Zne=f3s&LE;JG@pvhCoYLCr&7zg
z;^0z!2)^#E+Ip=#xRgVj!*ZrLxKJKkDE0w*&*bJ4<^HMW5b=TU;vRVWoCB-!fmOxe
zs*=P4sYq-!iLDvp=!THb_e~?*{Sn^52oHL?4x!tY#DfGZ0Nbmms>{QC^XNj~w;xFy
zBZVcM<4brV!=BbA+dolQPoz)|Y~0_|>36kSp<XXCK#7DAsw8$)x(%s@Cs6SARGVVM
zuKYl(vCH)irNN;x9w`ln3d6oaZ&m^QT1<umv&pt^Jlxls%`le&22#j%W{K7;P{V9x
z<A%(@6~Ux4-Q1Rzxvrt|)L`=t!?(uLK=DF9OW(&b_QQl_fL`uvrx&1?2k`?$POyK4
zsU#kFw&w0-eGh~^;5w{9IKc`UTC)v8Z`+Egcf|ykWteY=qy!Kzk`o58LDskBa(drB
z0&5Z*241M9L>9@}=cZ5oKf{MV)!qC^eepw)^&>Wn(%#u$+1p=}+9k$I%h@L{KL63@
zKlzup-@Ch5FP{B`V*0#}e~O~%9`x+Sw5&tGHLiUR{NCs`QFya3v>D7^Nmz?KyiFC>
zt`2Ea2e-bFDi|E#Hf3;|BDf7Y6Qsdy;*d6xQ^JroK}Z`silIy4juhA?_H7aRwu*pw
z5$J6Z0PzOEp0(D!$S!eIr!cH#GrV~%x^*qJZx7ATVd<L3JsT;_E2%9@Y0V31jWg+u
z(@&bGGn=O}8<~%4CsHa%4=M&TYsa3{kW<QfbF2H?hp6p+gZa3kw5+^b=v!#-SzO<l
z;cgPEn^N=f8Q8K+Ld6r@(}#t{ahZjoDH+}o2|f{V5y=nJa|?@}R#w*3mOp#?w4$`?
zd3i%kMO#B<dwoSqRdFdQBPq-~^#0#O-}_p^{Xb4}|Fi7Sf2hiiXvQYh<i=EHMm~EI
zQSmt9>7$5e8PT;li8a{?<!O<{NuhUf54`8z-y(qgEq$qXao@gu&U>%97q+2+<?9CA
ziyC)BO}L?`?kE~SuLr1r=9!NOpx0T1OAkQNgV6L)EIk}Yi@;Ar;K|{*;V|4_D7G&Q
z+Z&GSiNN<n5_`f3eF0b!pl={?Jh+$=QcMjZQvGq`J{YnWYQzgQ>Wv=r!A^h!?2D&4
z>6hjO0E`FvrMu%9?ga3DC*AO%DJU7fkH`hUP6kH$&?en*V;=ZXpQ3R;;+P+H7`|LM
zVI+n)8c!HbFPp$L%;M^%vxua}=$>p`UpB7yabY_s3)_=R9LO&j&Mg_qC>l=1lj1Rb
z(dfP?Y=1OiD7KWG@Qj*LGZj}g>t8wxTj!h>E;zTa_~mP0-I@D15X6;1zhdo=nMlfS
zNzbZCepH&AQSqp-F$3F?j_FK6b;cKT#1{6%0sRujBMFo+0zI^7Dztd!?f333)^+#?
z_4u@U;-ebEqo<gM&j?u!RmFq-9gE8g8v?<WLcONYFACMu0?oA8G%2;xr8cVUh$8zr
z`U3qr<%C}8@fc7saIeGxqKJ=aB4}6mf*8URrVx6@jweO0&=(mNEU|;@yQDbg8?LwZ
zUvBTe+&y@?XMHJz9<!qlWyc>Y&%UR*_)L5Gx#s*+`SD9A!re9=b2LZ*V^V&~bhhtK
zDKB7SnrnL+O?o;Zb^zr9{W29$Uv@UMy-(UQPYCTy*$H&>PRUN_!b92~3~}3^5*>is
z44}KJw67?@cD5`^%&YPPmcq6oJ6e$;1Bl@hXBfw}syJc6<~!vHxNtm}QlUOw)10nB
zcbT)k3_5#v%@B3CLXy28%efPDUATKDFr7MeA~YSp)``e;DlwnS_b(L(SIUDc#r~zt
zd?tZ|rW2{@1lDpyr!w=g)aZ~Hj_%?fc>A2NAqxZrTz#t=_#D3<>Sx&o_z)kqXbtf!
zU}FyR0qS6y!y$=(IEXl+2oSzu-7hWPhF(|?aZFT}Y?cpuCk@-GLy_rNY&qUD9ByeX
zYbqU2so^WNd?hS&9GPxatXbSu&8*92*5r%ZI+oC~CbMrV9eZkrKyBYsS@%?yJ(WqQ
zF-Z+(CCs6)T0v@yRcW*;3<px(fl#x*qcm^Gj9jr{Wlul9t)JY`QjyGt#%c2+-(4?D
z52KTN+2&r3r4Kfp@vQw$;&nprtMALjsK_G{ez5j)_Pdu&Ju7As&o;!j_p=W`Lu*GQ
zzP)GF49DTJz;WdHfV&Wl03l5K1r2f#41W9Ikc)fSD(a4bZ@Lzpd@eovzT*4`s*8UV
z9e%PZIhxxtFYQ>?<wq*(hxVHvy!`%;Kl|}d-+u4zV!iwMzb>EubGPV4@$A8)0a0A*
zMr_+wY};;Zn-I7+qE!^$A`Wkrg|{if+ktyEq3xQGFGwBIt_o>ahO{d}+vTC{($Eeu
zD6B&i)*%e-5QTO~LOY;I>`oNYAq{8~`L_v?$5w#e9sj27;MSe+_Pv;HQEb;<WDC?&
z@Z#I~8Kk}9Y2DLVJ(euU?d4{+BX;iNdRj*9#FN^wtXgtT9XYFNFs-EHQCTOtVFX=2
zlwRC|tL<UTFViO{F?eFi!$+C<h2Z!uuWin-cm*X-BU2y8XXK{jpdS|CQ}eKK8F^vJ
z>AsP1fia0Gnc3*#lG>)`=C;=7RnN-Hh-D?%$}()@^WxT;lGZ9>1?I`aDBpPBzkd?^
z&4Td1Lq~qQILWg%JE9>!rZOY!+2ioqoY>l&xQa)SPtzlxKZ&h)6irMF#>V*H#Xazz
zdw)w|^0(+^-^G3V_BrokhVNrW?qf#XFl3NBddwX??v9>tM^QacG)V9wDsToH3g|us
zbiYC;^rC1XXlf{i5{7|Rgpn{bDHPQgg6a+~><BJw3n^?3MYV>bTZ2(;-g%uKc|BeQ
z{k|xYA9~myI~sr^2jIY%9RmRN$4&U*DIh>!AJ`U$qk7?~o``6GzOTLCNq0OVgnoZ6
zaC&Fl@Ju%x*&R3JMHu$M5BZ?`1HiK-3`OGyBMZ8duzmT@Y3S$FC)l3!yw=D0tr__(
zkMo)`@|&|zZ8_MkTtZ(CaUhF0kdE(5!t}(Tx*`fY!%^Llxc->p;l!sCu}>L(Mev1O
zw(Yw-0_aZP!@jHh(d3ley7b3{_@sj9g#5S%`1pq<F%Qe4(kmh#S4HJC$7A~wh@-K@
zu}C5%j0ot<c>BG(i*+L|u@RTlfK9GOCza*JmlPyFC1f_$m668=7FMC#Oth`i@s)-Z
znPEnxV+f55KwtS0O@2&~pH3h;8%K1CNCrBYkeyHv9fPRS6PoypCVDO58O_PSfW8co
z6MbE-FAPe9;b@5CdIB@Bpw1UT--DMs)|Y#SFGcnbC615fr{4qgRh@lLaRO5<u6Haz
zn};h(>kN{<K+qRl-)V$<ujY_0vP%d&j60JL5PO(bU%^<4!F9s`UrQAoPRWlarLg~K
zpS-3SThmMlEeq1aMd`t^bbm!^Sri$kx0SOyDz@CrQysDt_EkADfOu7bh^0itQ33a!
z@Kh&!^$A~d0__t{9d9^O8Bkw_$auPIJlXp<5*Xj&UgNO<_Ujo=L`DGJGnwTA1Pig@
zM5sFw>5ru5Q}BM}mQ%68z9l!UiFJ2z54?TOu4P@<vc7x8(7S3xKDg&V9l`z}@8Gqp
z0Ciw&f`9<Q9euq^>+Quaz+ledFvm<~DQ0-G)jj>1Y=28*+t%6E)%zTUVOgS?7b)jN
z%2}audQUmIqoi*tDSQR=o<WB#m8Y59FwO5;mxVT#=#VWsU<sjmSI-t|xMIz^T)VA;
z-~<e)Fw0Gc3X@%?w~4jZJ@vt++`<!^Rs{x_%rdp9hoOYyT-^vq3w2}zh|O#0VHtY>
zdfAp<4l+fe4?JF%TxAQKgZ|fvT*SYH&@zmoV_SP!2Yqb#Hf_%RXkZ9~*$Ytz*w%Ll
z$A8Yr{|0W~23=&$f{`Dugv`8Kg=rVkewKKAQ_B=sW<=IS=@Eo#mc;f6mU3iXL|u_C
zZ5hPIOY`aX95<hxfB5~k-@Ch5D}Va4^^blstor2HvLkayn$Qm1yBX8E9n-c4+#A&<
zj%<@gwksmqRpA|)unsLK6p_v;=eko9+NlofP=$3U!a8MPozn15iBsb6PO<ZdJgoCh
z6xt~Z>68R_hyvRL0WAQ%n}N-np=~>n9lNoeyRq$?QB9mEh%~gaGWyntG)dK*rhZZP
zoGC8sUd(KuWC80|4`n|e$SCi8fU8R^cov^q_N1u3rkC0<z`#~@RJ9H8Ha6KDR#|!3
zql}DvG^)O(b%nn+yUN0pJx$Kc$s?8$p4XMtHN#^Dnh=}*Bp@m-EFmcijVpa#RomFm
z&{SVt{ftOJJ$exLI3>Cm{iLcm|2ZMMI5#CLAuuz_gOK1=p6peY<n=7ozacxKE-SL^
zK|tAqz}l>s`rL%)88KyP5ya#WOk6-gq)%S>`yR7bKLo!;$oKxG!WFoS-(7E?(+xY~
zh8=aol0ojky_i?r>w%(pps1dOG_OKB1RFpI^cK(q3h6;8S}=+df*KD+k;72K;b>9>
zdLR-5W@%3pwmTZv6@%}L#dpLJI->BMf#_bJ!anbOL_YcbzJ-GU*pVPSIT##ZA|;4O
z2_OLXPQacxZ|peae!XxLUJzYyqAwV~ko$cTdvKz!%l>sSFc2xj9Y5-UAN0fxcwzg!
zQN01^-bjF6bZ=lreRyVLM$uqy2`N3l<-wDh2N~6APpThh*Jb9`XXQ0!7q;YLJ97zO
z{6glTHx=6*hw6yPYYEM53C(YdKzGLxNm0e)kUa*JeRn}6#Rr(lca$G&wactXdypF)
z^)M_fH9RUKJSICNHZM3H6`V{Ae_R<`*dC7?h{2H}agZSy3&D@S{odWhdf-`lZ+Tir
zQAz_g;aPr6X<lp*pl?xjQ$xkjX#X60nI{r&fETAS&53nPp`Iz-XUOez#W78BN>!Xu
z6lW8P)3-%Ij-OEFh-fm1_`*2g3lI$?ItS53XApj%ivWG0^yy>@_LRYp2<h=G>~Vu2
zf##f}zvLUQ*G)GYmYc2po1KH(y~7tm`%AIorNr@4Y`@(*xY#rv^E8Lc2>042WyerE
zHmwBiJ%?cvvzjXaV5&3mOOrT|CSJ`IO>)$^EbUklQw96eGCOS-KC)MI&utGZ?ac^G
zs|qNQFfR&pb33rdUrb)!pu(_TiFRFW<*4i|rNf20Y}GMa<>07}x$0vc5HA9~$DlQ>
zOOAD|V?%$u=@jh6+txdF5FsUOpgos>b>Gq+{H@Nht3BG&9g9upQuBqxcqW8{Y8#RS
zFe8Bn`Tp6S#=5*En`ZCc#Xa!$IXjn4oh#<9RZ9<RA5akSZ(sSJPOB5KLqXt+z5(6+
z{?`*3-eTY{qpve6U>jyzsBGxtQh<NEDl&0o`y4s^U&FW{)=llH=sR-CmVA6uKDHqr
zT~iG6l!I(#--@DtMLERQk$EP{#sOo?I=OW)wP~K(&`+&H3z=eeOTM@xUlAzSVkH2u
zK(jB_9tzdg9p%9WK(7R#*Eqk8KrbDc#0^s?T)WZ?eQYDxygh774+r^9VX$&9|FDm5
z>*G7o7eU;EKF&S}3|>g&y0{mCUYNzqwS#&&hagx$*O}`GQuYgf1xU<>I0UlkkHiLj
z!PkBBM=*HbhTahXVEDhrimYcv)VC@bV9AC#$}ygnzG0&B^rSh_;Pmdql4N<?DBr)f
zUVP@b`TXSe&be3fFF)J<<R@h9XH~3|oKZRKZi_>>cPplCHwG-<c1d)HJi1dA*{KP4
zLT^~7&MAFZCrB681=5CfX~Mfy;a$q`E_ryDETT*5lq8}{;yj`V?|N5#HA053)h!F}
z7KgO&1+{JmHE)KrY(}(gN4Iaq0>HQMq8e7B>lfl1=hNC2^ZMBM;kEMd&9YG*u6q{U
zO2fBJ5L(Fi22y@STN>(VTm~jGHRoYIv8HXHePH}~Q&$g(ES8A2x7I43m1kt6=cDrL
zn;VxooY|EX!qbX}xp}D4^5Uwxl9~og`7@Y75t)(}6cZPbl$=peh$${6mKGP65Q#)g
zZuX<taR0b4UsPstIp)bz%;Vy`<ifOYR8rv62Z7ZO0-h)PSEmIxXGb??MVF@pl_m#O
zXGB*&i7QKsM8^hZ1i7VneJjEJ@8aCP`S#E9Z)*MC?|qM^cYOtZQ}^mGI*&VU)G4w%
zcI@BbUKG{4kmgfJ^92>q{0nG-h18(JiJ*LPaQ;YeJ}I<d0H8MpKbTlNoLWBe=-FsS
z75Pc^XjaW=cFjmeH8~k(HI`FD2&4X}L7)6ypZq?5G${y@z(wO>kbEej1QI5o1;QHx
zS>I7F$Ugx6;wC&1Q9N<b`GACeUv>XN{Vxs-UY8)@046ZqlQ8ND+>7n^ME825x&zTY
zk@$ho{C2m5Qm=&Kgxscwg{?^$Rq?5%@yW%>silvfJkQFh$;z(H&TYs=wdUhH3yXX6
ziu)cDdXmuX5jl;)PwE0Q>w|NeBT-#pSdtf(1}OXP0^<EHn)#0M&g+j&!zIQ%2n&h{
z3Wy2`Nel^34Gd5Bk9^`ElNXdsh{&vt%5M!X=nN_B4MGhBqDjB#ef&)wU+yQ&bfU>M
zPr6GVG~yF0QSn8&vDn;1Okw)d3PR6NFLPyyE0M2j%*%4ajKnx4J7CIfbcKVaJfSL2
zDax}i2@b+v(G-a2iZg}`yw+=m^qMZcqDw%RP7DSZK4XYs*W2l&<aAnkIwL)um7UDV
zfPRmlK4KYcRm~||cgEG9@$_eFhO>3k*{0=u%W|=8Io~v&t^@b#?5k?~oYFC^IGItN
z%>ehxPa(hn=nDW$mpJH>qbbEH{BcfmF}`cAq48>|T*{7dT4EjH$vdXjs)uG;sVlR)
zK=p^qLfy=Ugv#0?O|Q0-nf;9Ur5)*pdLKF^5Y|<nfSkAs#0$s`xO=jOIK4o;jx~*A
z-6gFPeRYlvr?zyCZA8Zi`XX|GUeWIx4Avj-XdD~L!!4CfXaLvu0_azuKiN_p?rLlh
zdw}RKpzns<OkG;<r!M@a-uGX0o{p7+&J}AH>#&CnlN9Xz;9(-N0sTS@pqIN3LWb=E
z>q63%2heMA3ZY+DTbFaw7D9b*$?1r)?IY|1Dn~QPQ_gH?=XUh-dxklIVR}!;*ilbx
zDM#1kB))8bC+p`a`gp2duBL~h>t^e_0Z=(6_$rXC9p)X3LfIGBMCRzm*s3wMY=SMO
za)orBfWhCJ+mvuc+6^ff<0hWS$PyTqclC2yK*%~8ln?WCWUhXggTyxaIi@}iWE=K-
zI0rpQ@5Es*5bv7ZDFl5Xm4U!88@Sg3+&hSDQiEnQ1bTZp_Cfyf0RI>+Q8zF!?`VMM
zfP;M;J8A8N#6Rw1S$kLE3c#j6WPGy|eGveDL%DAj;PJWy&<o?9M>&>}HU03qdXNju
zFDJ3&!z|?}TSJEF$xHHy6~*kjVM}>zz5M*<v!C96_R|-i-FePI{-b|gfBBP9_4j~#
zbIFR7uI+e$Mi=+Ci()#YF<pw7Zgo_*HlkA(?o?Qp9u(?SShp^$TN~c33GY@#bSope
z<p83f$Zlz5w<Mxl>O2C+-${VSz`gGtiU7ur?gdFAI`_ibw!_=DBHFg1+BPB38`I2*
zX;_Y_n~$lTj;&_IRZS#38;LFH4M#O465DZY)av2+=COrV@@(TE{aI^2s<b*a3l$oZ
z9G#eoCY03FH@9{6Fej%pYWeOKzoNY8VOmml&Xeles)d#1+2y5@=auQXxfzA%#|5aA
ztemI^X+B|*ULj$@vGI|~DbXn@u_?)k50a8n5)u<*<7303!+evX0}3({N>GoU6EdG+
z9}zO+@Tp->69b>e`9F*EuSp4Q&rWR5O|D6ge)b^pSz2^SazuWl{{!#u27Ti%-2U_r
zzWqnP`}hC*|NTWj*T2s3_uPBe)c5}Uzs~*nF8}szzZZ!*AQ9hjcNF9tCOir$o`n>z
zLKp)<^>xa>fD%wJ5tvU7%pDHOAqD65hZhXQ;)WiSLF9>vZk;RcS*jRZtsG`mjk2mo
zS1U)krQ~gN|3-S_VoW(L5JLj=^(_SS9Sp*a1QW<${QBcYeK5n`h(^2-?i~a4^+YrQ
zb!VPfDir^^<Dln(?i8T!&*|44PXq4t!Vh|2dOcCyKB(>>OivVHASActA0p7-4$Y59
zuT0LaO-O$lmr@j)fKN^-%FKG6msgjYTbq~PP>5;86m=7xl5o$4^UDVx5xQgZnnE*c
zgPzm`XVpg(w1r{@JTcTef?i-_&#dn7_?)QV$Y7tKK%bD%kl3*B<e=~e{^1XOA|Ct3
z<_D#g1ZPwMhx_NW_~&){7xcW#d;04<XPfejKU%ubjioi`4b^6MRAkf;Q%lh)nEVF>
zLT*h{Rqxm^oyDHr7EbL*nF2LaVrI$@=?Xhd>7Xi4D5_J6>g;V%RZi|zp3s#i4COf!
znO^aNDSyF`-7;i1bOeAe=@M{&&lzIaR(3WiIh%qhR|xk4{W_)~hak4jLy@o2v7$a+
z)f}&?kAQDi)i##K#?c<}bPm4Wv1T}iM~?1zNprTKxmeU*EvPSN6u`ZwbLxv(_4y=(
z8RW;as&iORD`3)=0@p<+^f1WlY6v#;E^Jp1&)}O#&--XITgo++b!k^gXK#@vms*A>
z6|LQk{Ufvd?G2@gr?zo5$6U<`Pjd>a``X}r6>M;E?<?p9^aZ~c^abukhHfC}t8?t=
zj$Cp9u=5dM_+(ps#Fy@`$qsh4$0Fmo*mNP#pKdCxJ8HYidZV?!0Pck@f_~a!T{rpH
zd9UB)-?lFwcC6UCSV!G#M=#gW#{(TfC2ubmc<-Qx1MaA$muu<c?GNyQd%^Vu?lrs6
z_ZM)l6M7K>1n#v`IXVVU#pJ6Q>uSb^n!c%~ZmPyMl*4O^0iL{<E9>USySS<@p0=BB
z?1t&a{DUr@wTo-*<{;{2L%?8vfCbgT`k__L@Ty{DRWiCNB(Lt0SGTF0-T4jK%9d(r
zQ@yyMo?BPVtf`qiHI1to=W0e_N-{@3#4*Aw37~W*##@o^i)ZWQ1Mwd9uRA~p`tlEZ
z0rJ5IW?TB$z`YizWf<Zi=<DR(qrtUPP!Gr6#j^Es;QAZ^_x5v-NNcA~?mYzV?PuEt
zfrJt6eMP@-aM!f};ze-xwMG%{g&H)&$cA=^uZ9h7Lr^!tQVp-FfO~0N-R!1?BR-N@
zZqGmY(WgKD*{A>fv%9Zz_?h7Ie`R0(n56jl`KlvtOp)5X3u7$e+O}ickgaX8owC?&
zWo)lDx>q0Btq<=)6xIzggd#%L;oUmm-iTM+s{qiAe8s(hzQDb3<ei|`^)wgyzN70K
z(It=RmBsc-qB{2?J9eTwc49iVT~2RI<4SD(LPEoQLLF@DphT7o1{O4VJ$`yG2^*GO
z0gbx=z0D(2jr|if?Smy%joB!CLdrw`ppek8@SL37+M1fN(UFy<`JFA^>=Xr$$$O9-
zmy?rGT~j$VJ58USBt9)m%gRd6%S+A9jeGbgBtF42Bow$eG(Hjh-r$&+z=*J*u;Ad(
zz>tuD&|sgi0Qb0XpRBYfLS9M*_VF{!qoVADqKA<c3Bk`}0xF{esuMz+(_@<+#Z@Ln
z6vYIi!u&G)+~e>4ebCqc^8VNU_c#CGcmDc+{*S--o&WwWKjUBZIq$jmJ(u3~75J+6
z<X3(E>wNEsb6?x&ebngvLb6-o7@~r4kAex$e2P~-#XFzkn?K=~H}0P|7LYR%kVOiF
zVGz0f(P&a?=|o<`OxXahkuK<4gi-Yd+NPPgZDH<MU_w3EdZew>DyAy0ix*Q)^+)x4
z<#v1Ibb00Xco+0}7xa4<40xePz`cIBF+cn`GWG&Xc5*LFPn&QGX%%+E((WUIL2n?2
zOKxBY6GlAo{qE>)4^)>gx;q5d8(TCOlH2r+;M{NcKM6@GO?pzD^r#{!tu!%(`0!y_
zK|vi3+l)aqVKFU)qOQ`4!OHrHXHE3tI!eK_;Z$sAOkPuXc70fGV>G%W96RWRrM_cm
z!Sytt+3%nj?<lv7cK@){U@zYQcb_1ipy-JB*toRF*oPre4}HQPdPY3)jw|#|CVHlp
zdp)Z5$!_t@?f9zi?^k{PF12EpTDeQF+N4&o$d%Ir<)iJy?gm^_4X(PHSXo<E*;HHG
z)6-0*bWbl0adxNz9YY2YUmHzvL{T^<lqVC)(>J0Z4)7`PFjaXBt}k%!l<LK_>Z2*;
zhm(qzOc>?nLSM-xLvq28oHNDe2>MC^eNSg(kahs>wM~m{^K!?M3ZVC7Rqa?(+85*p
z^HTG?)U+tGtSArI8XHe{1n9eFJm;EjIOdlimhlz<cusx3sJmLwK@BfBz^8K>m_Ttt
z6<C_4HXf9>KdS5=WQiHO`W8Bi*fx?;+DK^XpIVcwD=qU|lCgPC+X(Gxb5}uGWm!WD
zV}-LW*Ynjjp7w;NJ>_d5Q4B(e7uwaFf||ACbtqfY9&fysE93x=&YZ(5=ykfjN84Ka
zmjoER2iC6oh$A+G0Dy&tv!8RX#;&%#&>w#Y+`GD~Y96E!YwrAhXj`(iFWWm;9bN3>
z9?mhKZ!bU{*WLrz$=>f~Te^XJ!RF;346a!R*8qK8+>4;^7rEDE`MR857x*FEOX28f
z93_>boZu+Nx$-fde3Y*k=DVO*-px^Ta#Wo>ZP&W7XUp2Veblq*=w5ep@sB#V_73)8
z2g}+G0Sp$jjX^=K5m1)QRgs~1jUyao?T)SP&{y{+SCKKkj8zeRRYF^pQdZ?-tBO$;
z6gX(1m4d`EA>Cp~S_4dM+iU0r;yrfC(Z6;CX$Rn5h(N#>>SICA18h~Z4D+F#><~;{
zxF!Q@rvqzey}aXY_EG1mt(#?o{~&+^JjgqS%tIf*Fzc|Ng^crnp&tJ(_r49i2=O{K
zylU=esroo_5>GY4*OJ%tV|+cC1AFld3wt)6{Crn;t3Uqq_6I-t!N2_M`#=5J=Rf|c
zKki@o`TW~|ojdwbujpmPk}Z#{c-XU-+_{qgqbu44aUJ5gE_qy!Dy~l#+h>UCF+_A5
z!n+M&J#R}N-lL1?(MI&BBYKpPJ&MR4d1Q|)sz(Zfh4Y9ivgcj(l^{8?TM^SEjqMRd
zckV@Z?!<NP#&_++w{OI?aAO;n6B-v&TcNjMF1dylLF{o$fBM}doX<mI60W|Yn_54}
zAk=i^5Go$$;S$p_g2N-de0<#9?uP~kqVjUOTANslv%J-Xk-^Sq<@kpW;*t}i(S<qn
z_0{8)v4Nq%JPa!7QF>+}Di=q{#9-6%^5W7TMJ7K0=nYFq42_Emj*1Kn4GIbg2oDbm
z4T4kuLy*t6)8c~)GhzujNkzFy_$RTzz0Z@v>*7MIV?rvUgDau}i^Kd113VtNeJkqg
zf9d<DfB3=w`rU8;um5@PPygutUwrL5fBq-m`m;a&%5U&H{Db%0d)L(W{`~K78~$2P
z@ht53DCl?3@ApKJ{0ZYhMYNzI226kO0Q$`v^~fLd%%5;^uXo<KPu`ecF4;e4#2?|_
z{*c_>X!O9tvN3ey^z$KZ=cHhCRmoh}&+QnO1m+cy1%}M7Sw5Lp-F7ah3BBx;r!X9?
z%RjfxC%e@<r`0RF%`>~h6BxLl-v>S9@8VtrdS7ub(60vuHrYY18VHJoC!CWt0D}?1
zA3ZQ5K9C<SX!Xdh_jpp{lUWm(T^p8D>z7*mP5;!t^G*zm$%#ou$0p{-#AioGXCx-%
z<YW~U=9lMYm*!-Z=H^yl@Qu%Ehn_c06jhJpmG-5gT4S;y7+f2k-4FwDU*KL0<pT@@
z5&DZlF+M;s?tNMG4+?1?6i{D_@<9P;!m06l1#dKVuK<zT!#Z#ONWXjE34q_9zJ76$
z(TVZN@d>HX@ee~{9tOr_1jgqDBxC$ii~Q1``aP-f%WU|y-t2ey$D*mHl9@{7V!dLi
zNi_Tav-j3Pjpgg!@BjB!o%cOwpDnY;x~GK(8h3Yhw|F49yE_5muDE+b2<{q);L<?T
zOuI}A?LPMxdiJ?fx8Aw6yY@`go~oJoR%&Ij*6I|$MfmXK`+T3$k;W1szp#Uq-$*au
zkn>1Y*;SP}*y<u24bNz-sqO1+8JlREm9);uTNXB2miC$?2aS>=z_$&{$MwMTuyDu+
zX%CB6YL@nDL0NclUl}YW0dvsq0<}tRH!a)%ZEm%ouTAN2IBr?E-U6mefNY1^!;Zz{
zj>T&&AWC;;uM^B}lN|O+_Io8)dKPy(W;dFE^LA{peMZ{5xHcf&9+K~hW!qxeo>*}N
zj1WTURe|(SAiFA*ABhyl{qk$z+)r6#9W$E^!^<V?c287_Ut|Wob)cbtDi6oPq~=4T
zQj&8@8#{!9<Fh^egSCw<Rd`ZLdPXP|5*`^rrBS+i`vfDC1Je=^sHM!*nwE&Cmq+I1
zV~cBJOF-+NG_kxnwX!uO-BwDrJ+0WDUEP^k-I<bZPOfZB$u?)?%01Ka?J>#P$f9Co
zaSh}QOv!d;6jx?}^%vB!r{$t)`J{AjcI|Lx^<YZ2H!9hjlI_a&Z>=8QS=u`49GcE9
zCn4i9{)r|1mkz1y-T@_FT;CNybU)R5mE60h<X&aHSLt(5Ivm6RdX@T_)!~=8SDEn(
z@DGU5zr*QY<Mo3P7*e(nfT)DgFQJQ;X`&U12pAhy2>nugzZ^fXN*LNCkM5C24@e^i
zq~Sy2&>=y5fa~AG33hOOTSS4f21_5<V2RhkykIt<MA0HcILGXr;dV{&JE!<vGr$T9
zW}NYQmN?x@tnOuckCfJ{pbOUNO49<E!ls-)Oi@;|fetC+BOvPFRq7zv276AuyP&o#
z*aD)0e@nClEEXW33{-cCqSNCCuaO6?68jHuy}S56;AaMT4hMA66*}l~14+Mv9cte;
zt#6Cox5W@_F$LR9;Wn^&d=l9HA29^mKhp+HD5D9MsJ)Av0cqRJUdPN{y;#vQygn+u
zF4_5E_29|j?H7+;zJK}t!_!x9PM*K|mlpe<IJxKOL*wR)>WN$F9oxX)8%&(^$4~m=
zr+o<X-ozy@(ux;Z=1E!gpscx(R$Ym!E<Zspz+I(WNpg3R+=DE0CrjN)EAB*zJ8?-V
z(vk;R;z?fdB*{F%F$9?#LHd)3;7Hjgxsjx&NGx$D0fDnXt#}T|gEa3+UhpJ?$9YfE
zya#!~gS-gjPF`{&ExDY^l`L@~OPtAzE~I%^(wrM<)&oo#CQbPe#(k@Yyes<r%e$df
zz0ivGz#Oh~bcKO$oSr+{E;tSnUr<Eg72%k$$V7Kv(1qb`Yv*8OY^bZNsjs79YiR-r
z_RY&mZmwfB)w6T5Q(&-QZ*Mmr9}gr7mYJPSWl%{pN<wNfG7=M=m<W8lQOQZj*yunw
z%qu9+-Oty>%frFV+0Mz%)=v4cpR2R2v%R^6(PbM`jR1Embg)Y_#3K&o6$kT740BHp
zaLw>`PVsPzcC><;>HFzxcxbEHsh%_Z<_nF#{r9E6{7LnTziOX5qj%||uBwWT+NFPD
zNk99LKe+b~F8!^)1D}0Ue&z|bs7f0o))HRf5J?KkX@Zyb!Agbxxg9pq9AgyCEP`VZ
z$+rYU*`jKd035-!!f<UcY@2Yp9hz*9#=Bwgfr;es99DW|Lou}t$L^%^yO?!d+{T{z
zRzXMq1ZdOlnpnkhd*h0jA&KQ)k%ivTr5;gbj^QQN$Px>9i8->u3PS|W2kTg-RV@1-
zRtG-laZ_?{4A&@%WfaLYj$)a_u*~Av=J9Ncc$Rq_(=?i9j=|X@3+=<wE&Sq4JtIur
zktQw>WBWiuYfpU(M`H^+Yg;EfJ4ag^8!HPlGh;(rOLJc@k05_PZx0VwXEz52cW*yv
zTyjBjb~Q4#C;*k?0m*U-$+Qp7c7zmogjc#oQ$f<2p>m)`tzmSnVN?y!PaKQk8)EoI
z|Bx|;Z-S{YiQpSYaE!y*CgCg~V>HtQO*ci+Oi>h5G}#PIGFOUdjwYA`+6M|uF}JX^
z*1zOvs_kZD?B#6Z=jjsY=Mx+h925c#3`6@vqy1nBK8RFLc)Bwr-61UfGne<X4_^|b
zO9UCqg6!qqyrr&!rH&FwNBL4m<zjo)Y+KbtGj_BYJJMP;+C>`gXN?Wk4i2{rjP-~n
zhX-co2P7N)D+j&H*SeQ)bb(0_OV`2h2=3$-e{Q2@VU0H@<Il?LX0}>D1g`96-|Fpd
z85mo9l{dP@8Q!R$y3)FEt!w!f7+zdIzSlT$MX++aUwXS8B>GP6bj|Je%!8T5+dXqz
z!o?jhF&TV>UDH3(IXMq<t|r&ECRR5@^Gkix^TN56zG+GO@O0PM{K(4Y^xFQk;>yIz
z&d}WIz?4)pzAPA??-q{ZNgQvVumFD;msQ_f*P0xY1Pcg>fg_62QX6O#QFFskTSE_@
z!7R<q3=i|M)c3X2%MK4_l%%(?aH2Negs^p7*eYnL5wz5e3%lor2j)hH=f*~7M@Q$!
z$CqbkWQ+3($)bFDQ7W02OBdGHmKBPn#l^|F`SGRYS(!qz4#qL8$tPx}hsMT+C#I(6
zmR1y-ip?u48z6aLV{m$LXnJX0v9+`gda~9gmgJKX1$er8<=Wc*@zVNEt3Vu|k?S1-
z|Lg_+%oD1**Ks`?1dvw%rcn&+Q9&LTsEdj|&0kZ-d?}}xiBF~6{?y&}e{600^d)73
z+o!CvPj+8rs8|1%5<Y=>Kp7UXP8ESiP%hpep9+{LKKUpp;vKRW_z<>%>wrFdz!(8l
zR%IEM(6>%F&6)sb(ZxWZe!EKTmjlrRQfAi@r)!DdE3FYKY5-#k*V!Oww|kY+wMyyU
zp!I?Xg?)PeRa*ZMRd_@ZUZV()DZ=k5{hxG=B08e<U#0XPQiS^yFnL)yf*C+N7*D(n
zpdDCt!Jh+oPzE13A`cvql-#>d=-VLzH!p}X>)&Ay>~KZf-2P2=-x{-9&ghb{dSvWg
zIj2v-6|8dm*SY;0K<s`n`(uNl{0?kVgj<wTHw9>*16GQ<k)0aRDyeyj+p{>ic5{B~
zPS=RMZ*+C_%Khv2Uf=oQ&Eu1Iuit)r^XARdM~@!e`_1RIwO@H(qj**^@_lmaI*c*r
z4@#!QX>am^4^8ULSoNf@yVKTPC~MB-RcG>=Gil9*wCX|v#47~_UU%Y(Ct2!4mHX1<
zJ~X*E1t6|+Cjej%ip-m~=1br7r|$TXx4rNi?$xWV)e2Xf!kw_@LEiA70<F7~6-ruG
zLh^zab>53S?S>n6#|`<CM+0c%0kkn7KkAq-ZQPeJ<-?fqq|drh=N!qi4wN}3+LAqe
z#eycapv!GpYYr@hJx$_FS@5FG`;w=8s>K1=K3G*BtOU#qB00gc%{;<Qox&VEU~qIY
zwvtv>QVog{mZoNQmKHYVCMJg3`nqa*+A4<ns^(_eK0fy8=}~zFshHTvAQ;3mz~9x!
z8+?3+z=T(mh@9FQJcU$LUXqrT5ucn8oe&L2!#sW5!LJ}sFBf+=2Wv|sa}ynFb3F%Z
zLpOU<S6d@HGYv-ztpGQ3xSxGQuyZuTEgr5!--tk0xVK}ltF5brfxhY))o=fL>CE3%
z&VG6E?AI#i&#I}ZsH&-+yKw%y3l}b^s$Eq7P5R>h;NIVw`u@27Xa1V{?86=5CHAlq
z8%U9R6fvT-Gl@KsKpI1o3LIm(rbysPU|D|RUJz>*!7~l#SVVBFB3L#NG}~~ZJ*vtz
zqS8MWhfE_S6)|(MoRVq|mcYglSrjUV&8}@}>m8b2=^b6HVm8O+R)@soc%w6XBlEo@
zi(JBs>`_IafN6!Qu)z>)qNyP0%p#fzLVdwh3-eeo%}oitCeds|48t&jZj7OuM$ye<
z8J6)3OHhW5p_oJxEW^uP;5n|r3AUc$mM#zrr(hEsFFj*>Jwr=Vb4v?Lb4zn$a}!--
zeKkF;^IB@(=xd#~v($64H?_4gvM@6=GB&bvbU|VgA`@~0;K}a632q^&E+LstAvw;F
zA`euh3y7hJVjD*D4Wf8TMRE-=T>S`+QsHa^G}|zoV{|IxaE?hh*8~mzSYR5X=q5<I
zDUt@hfu;zuIf7`8z?&m*7KkbfM5QGHYl$egK$HPl1;*RiS~{3qax%N@Zlmw#Y8C9`
z5*FwU3k`<D;BXWM9v%-3PYOmQ2O!h@(b@jtxu3njpLxRWT*>Zi$<B1??nK4zX!ZUG
z>FOx$+9>ndDC=mHb#;_^Fvi>;XYNg~wx_tOQ~ZUA+NtrD$tmI3%mgTbiWjzpV3dR8
zhERGJKy3Z=LGAQ*lVrPjWutCUT06H=Kdoq)+wPNH>tDUzvvSlryUQC=aK!TZ@hvc{
zt!Md0kK}sG^nTm)fpGbjP;#Sn5;W|uw@+?$PHlBetaeSU3W396Y>D2|OK<7w7@Zth
zmMv_7nyR8}WTa6bXb}xG^a_~`Eu7}|uEDY4S;@3yb#{4edO<!pvphbrC?1$-Z|TMs
zSNgj81iAY%uy{^2A;K>p(AG9C2n4uAa*OlYiP!+5KwZBcT4e{Jm|u`o5*`4x((*I7
zfN?U&gSpXjG3}Jxp?cg<1EG^%+D0ku;}FDk%;DymvG&HvuGXpE_Nl)1Sy8uSw0~t{
zU~x>aI4)S85iLy%rbar(huWvcy60v@%aVzu#R=dB6b}eQ{esbvk!8uU986e{uT3mS
zdd0&%;^FbR#d)b>QN9KQHkMX5)^_*T_rREj&8DtiL}ZMmgY#!D?`I!g-MxzISyL8N
z!K^Wm&@0|kf-Z0cC?m_1&<pl_+Ibq)`w4FU`9~0b3ue0gV*=V~R@muv{y+H-KV1-@
zAc$N5UR>tz753->V+g#MZKB|mdqJn$zy?*k2}BlwCN<?#;9+0^$n25v1#5ia2CsjU
zBiv;5ZqmCqsNI{?o^5*X6^7s{U3iTqJf;ecDSgKj!S@uw^;3O+iopPeuTq4ERHY86
z!u?aP!cUnDAg_!73cRAL1kqJc^;Mcc`mYcLJLEp4<(MG=-FEA|{&l`^mER}l^{nuE
zmic`vH3A?h5Kk!M3S=CCj3toMg$kN*6|~m@6NM7^fn7wr%^KWk9NB9St<#!kYPuIE
zWygyfHwPxy$LF_?Zk{}O{_*LvcQ0SOd;jjk`!{c1Jbrj`?>C=Y-L~_tM*g&N^!v2-
z4Fr2W0MtuKGv1U%U#7x`z3Ii;_F!(g&^Mf^>&_G<0J~CF-ITB@^&kQ0UGb(!{b({j
zni74zsd7&;Z~}wcuiS&W=1t%9rSAk#_X5a!K7?&g{H6z>U&5v*Y0Hzc<w@N-<z7%O
zUUmn)Y2;aN%Crx8+=n>mM;r*I4u;UgL6rUglE8=1>q8X!Ge!c~lfKMpPx`bob=r|K
z<3yXcXDnN=R?XP!mYj7P_NpC2>P%nqVl4VnrhKYI0Tn&)%5HR73o4f#99!z>7ir}f
zWar=q35}>OCsY)cg6<0=Ee%Tp9V=rUb0bYNBMoyCO*2zX6O+q!4u+vnPeep$05sGq
zIK(|L(9Pf9)z1$e8CgvxbL(r#Oj>b8NqkZ~Djb18K>~w)9G$FeZA@I9teosjO${y^
z>8My5U$(c<ak18SvedCMRIxQy^>#1}^Rh<z+lL1^0zrK3Je|!QY>aFy3=H(t&Yu0-
z7hnA6mtX(o>$6{;xp3w@fL<Lf6>Y7rFJAmsRZYX#MBnO<{NA75@%|vm-`98Gvwu;2
z<_Qk)VtaToNd5ATqr_GVGFek;jHz&}$R&Yij-pyb0Pf{kMuYA)K7d{m6w?$*2m7s1
zWLq@e9{q`Xs}ZThgnW8dDYKx0QCdl_tfmo(OeTZZ+}1lXC-0w@k!m`Vib#Rc*)Gsz
zXIQ#3BF7nB<P=fnh{4)ps%;~Q)=IB0)eJ*3!7xlBnE-c9K*2eRZ4}7@&}$e$Gm4;@
zMAFP+fbl>Hy{1t_qX-<}UJrD>4=l~uKia_??c{^Ba|<@Lay2%ywXn3Yva$ehYhs|O
zqj64M<xACbf4zM1?*M&G4AjkxwarZR&CE>fom@ho5fD_OXHc|jV4M#euw^kwf$%|N
zz0j4;;RG`bQ$Lcc6h?`=df{xP&@4TaQu-(spkE~bquEA4D3&3DVF;%gA!x=3sxg9W
z0w<ZmiDq!T8NAvIUS$TaG=o=|!OKkHr9if!$==@Xz77U}dtI&cAb!qhh#w*>03H?s
zhrtji44C1Ah)nf|#Ra0$FlklboBWx}``L$|9Mzs&tvxxYJGs($veS05+3|F>{Y2LG
zXu0*_a_b{$+e2B~eOb$GY0LN0)_rOF`f}&Wl3-zRcw%-^FgDvcy3#$h)4Omil-=!<
z-ECVsZeKYPZeJJf9(Am4wJfhT&#kr1ZT2qj_bwl_&uuqNuGftyYK9ecqifBR+nrz(
zn&kU_=}qCvjc#D^o!F@p%WC>14IoxmnNqdfKDOLDEo&4_mN9B77`&E&k?|F|WOr{$
zCadl0B=LEan%Zh6I}cl(TTz9jFu6_bqS2XI$?B496HK;UUS1y>oMccqX$k3|6Fbz)
zzcf9&Bqcq_(aFQq6z%1ng@)nN6X|(r<cwHqW(>C=iI#!MgLy`~nuMCFBJFhYBfRMa
zQO%^B4q8z?K9^ILPRUE6<fXF93mQpPy*y?QpIJ|?ZlK`$8aM-OwSs0&Pa~tNk=EHn
z>uRBQw9s1{scp^7p3d6-zLvp(?g3$UM|*R3SI5}s==99&`1EX_c$iz?#Hy)p>FOPs
zoY~kr*gN`Oy1pe*tSh#5*S7a$>syWOUB1C#>e_mry}+M&!oMH)0s`Lx#0$`uJ_tg?
zlq5_Nt^;2&O$>VLHUaJe=mqEtp0WnF_yg;;{i}R|g4?HH^~jk$tIXbYR^JwAA7g{Y
zy8Z*E@G3)iL=zlQ`;I7m*C>E~l_g&wQ2RZF-qU*TPte;B#!u{>CXy+~Pf$UBpZF?4
zd_)i(5`f{Me-E^|k(F~RHmQO&TA!TJBW3lhaC?=Y+t4p>8c;M3Dw@TLMv)W*xN&+H
znO*a=&Us4b0=avM+`B>rBa%gHbnzx*Xq!2_%O2X{i`Hs|@;ZU6Q7CN_%lgLG#uoMz
z+qdrg@bc-4_m7{ve0uWo-P?B`-@kkR`o-IqPd{^cKl|{`-PaAPC#0#H`F%Svb;}UO
zYyf4(moo3mkovLL{kYq{+#N5@jt6VojlStdTX&<bc~DoqXbNvo<E6@g0Q!0XKLc3`
zpx2Wk_n;`;DXZ?FmP_66q-=PTHhqa(e&ij0%B~-6&zH9AL*4PBZYqrvWcjJdVbPs1
z<3X74B#iixN5YunaP}CCF%(7-2H-k9%bT4FYh6m30?49J)_4$W(w{l)MVoe`OuLY$
zooEY=yj45ink7wQLtS)bEqk*izVsPi;;>hFmtRQ>th_aW&{fJE$i+7Wqcdz>Ld-2)
z{d_{PrB&GCGG8}06CF)cJxy~%Eh|$U2k;4<yN#bO=uva@^>^|QbnyvrbM|(3@bYx=
z_4N%4L&ijB6y#G_Od6Y+TbvI{!G3{$ZXPZko-Qt~c2?HL=4N`9W_o5uT6$U+^fk|$
z8>-uyY1x}=TN<kBT>87d+Lun|ngK3mP#;@}m$i?*fvvHcmg+Z`&i`Fq<r`I%Z_l6m
z^1E|ip1=6*g-hR^yL9fH>c#Vy)xJ|#`|9FFHGKoufS@o;)Mqd7KXJkz_1@nXL;fCL
z?LToF{!52AzzZD^MGnZ4fMj|ab*QL*DTg;7jT>}N;#;DrmJv(~4BH}-YmVWXpjgHT
zx-pz$3MW}13AQMlJ*bFAVEtk$VM(~yY;t-bHMfLPTu#AOQUUj}nEd9pzM)yUU`j@+
z>q#o11VrUHh9%mCB-=qUozO+jkrmF$ITv`qy;c~KIfi12p&Ba@7gTqd#*x6@z%s%x
z0rvvv{fT>{X=c$>(<m}1_8Nv)TcFE4P<cMkRA;{^XP<Dd;3#*0gq6Lgxs?O3H`v?R
zSX+V*q%^hE&#IpP0&uVTg)g+!zBSNMu`toGvoUjVaRhZfM0hMJGA#&^9E8e5CScL2
zBzO`jB$nVCQRR#VLpSJp5ggqJwr)6E7tI3FK{0iZOdW($x=5w;kW76f%K!+$)Q8da
zVN?Sc)euH8f{~43Boi3X1co<(Rhz)7OkkD9&<bN{nK87~2wGwrni3f37vf>zW~Jk9
zYXA#yjerHBpg{;|D5&=$0ry5G!XuJ=A<+S-l;})cYBB3yTI_$~<kvS_US4m0e$@2*
zp!L;3&+C2Rn;pTMEy1gezE_)q*E^zDyQ1eif|Fgr!#&aMJ@L`@(DuftTroMbI3paN
z?HXO~ncD81KN2k8>XqK^T>idGemt;yW8liQo{gOj*?N~`vm0czE^YTLYyq2Y^SGQZ
zUSbR9Il_hdAzAm_717G~LyB8s>Gd8EJ2t$^?w+ByjWIjMIb9Pqy%WHT+dec`+dWuH
zVOP*O?c(9d6`5pvdt_mr!sixLVvDMA*`?*tscD#`l$6{8ERojIB^Vl?otl-*&aceQ
zNV+-%1=&UL5V)6<yRVabR2VEOB-F>o#>>JS<>i)!2(3tp#;3(q#3Au15p`u5^<`;<
zBzTIyosaGrcdf6&-Hi&O{dpBB&E$M;MLH=rzBDnsBq0Kql}s<mtHoFFaplB<EK*@s
zEeYGq#5d3@Yp7)$auJtWRLicY<zTstGB&-8%cyMNQ+hiZy4xGLEGmmmX{h11Hn+5P
zbn@#Pu{c6WMJ16+Z}0A1-`Trz_1e_@;>g6*l2k5T+mOf<bxkckfx&88I{(Cy{!54a
zTXC;4bpbd5L|cG(flh4|$~|P!CTOXn4*{Do_$sKEu7eHM=pKLUO5^Bu;~=QG0)xRa
zty4nlTw(OAvW1(xfjyphpEGd4>OW)%4`_lzYTqG607|=nb^k}oN-w4VfYQHDRTA${
z(0iK928<bCe#b6l=qhOtaPK}|2s{tUpffOxnBKoZ7bxhxEA;L~X7>VLu+$`$c8#wK
zrng0NyZy5}J(C;lBl7wI2~V)V>X~D7&(V4p!7ykBm;nu<)x_(}p-tw{7F)c*>612!
z<bs(if~lQ`zJ;~{$(;P!{`Zd`oV<DZ;@zW1&mTW}`s&4tcW++4d;R?V>))Jvh5N6&
zwx8E5KOl}D=k;vGH_DLQ#SrFVAali^r3m1x`}4MZx!c~HZBOQ=2V>onvF^=W_hW4Y
zur~aeYkqWvH&q6p*8^}bMeapk_hM{%GPXSETW-`%H`2NXUg1Sh_>ngPXxjnw9Y6ZE
z4|T%}7=}S*n7raeS@xzb`A}wkNaNo4!2psN&KyCrhEcSBD6u=RqRF#>=a4~n$>j#)
zd*F;=D04KFF&;#p^rKFClg7PhGhRHY8&7IanRX;k`mpAM*t0>j(LlT~pu9Dpur?@{
z6<66vYoDYwisLh}e!&qAj^2U(VHG766-6b1UY?dl`qn1;wibpCwx+JmRz6-1z|jyG
z>=6*;?&ag;=H=+*<>u_`?HwEx7LJNbOU*7WEUl`{FD;IWj|mJ7baHXDv^KY}GBGnZ
zG&a^TG|)8AyKJDNs;70)K>MNzuuK@LTN+(9(YbK>{9iRM{MAxl#l=#`%g(^vTGz%v
zMPL1!3upd(=Bq!QJM&kS^Ixf{o>f;ruXg#uC3WCxxbWSji)U3;zEQdO#dqhlOiba?
zv6&@h|I!ctFP!`b_x>J9^7r+cf8o~q)pk1~3Y?I@bx;b)WEb$KaGk5gjmz<*VXxF0
zt8j`%IL$nqVIILU1BO+k5_*kbL{k{v3W2vpR@)&foY7_8n6l6~EG7+?luOJiBo>yD
zu~jrOnZx5Yw6qKQ#w4vni&ea?gkq|Hbe>~aicLt04J6YMUF?j(I!0F8N8+s_@D>=7
zvfdj>Hx8#6p=rhu3?=$vm_`@|z~EC7rYq~cKjU7b@M?2JsS7m2EilH`4esEH2!O`<
zheg^s`&ipLySjO}ySX~qTUnaw>S~<Ry!4f}>essJ-x_G0GdH>nK3ekkaYdnE35iLW
zIYn9dRmoXZ$+_h0@|vuQhJ*q>I*lF_jdMX)o1$qtpI8^g)J8IZv=DSHI9&?{#L$K-
zr2}K=!WepRh8~Qr3#I8osCp2JK7?!lB^yFXMo^*=6mJB@8A7WJp_K-Z3WKmxgRm0)
z&|<6L<bVJ_@JW`hv#GC(d6=&gBE%a72|~dkNCfyl0)~tVfk*p=Mft-Mp|J(1r1D>F
z;eX*m54Kr%*6G)lh{p?*yDK%16|K+LyI*et^zDDQD}H}4^6u)$+rz;(*G697ntpzJ
z?*5JW<E!&q+Y1so_~c$bIKMfturF9R>Yl&Wv2fJBc(r5Ypj)xmv$ox-SnF1-53KEq
z<-5HLYdv$T!lkYDNg1tUxVm0IY#QJTW<^U^##XP3C5NJg{ei{(j!^}*NsMK6RI%If
z+zxVW7pu9iu1m~s7m&Dh%!X#c=)~0W%A8!*H#}H^t4hd7Psz)T%gBI4M1+M$#HOSd
zmQ^yiwT-QvEp6RxK&@S50u=>CIop70jk&dfv7@o6yM=|noh{7GB|5+-0|lu_iXmnu
z5YuDW1<75Mk`7`4ISrlcZ|kP<rN!C*aMJlI($A8IP3vNnGfPveGNa2=qAJtk$OW0S
z;#_h;79lsiIy(iQmrg6sV^tTjaRp3V9<4f?j?dvx3wZQmF1?sVDWp{A(uu{5pgzqa
zVT*Hf)01*ilM8aPu$9;{EH*78BQYf<Gdr8cWX>-xN~F^I#ztOE&B)l;{L<3I^fb4o
z1_Fm$SX=+XGX842|IN4;7#>cOft6Xo%I!}W3?kGR!#hBq(j>qmb7Z%6=34XIamVz2
z>*z*J{|d8ff!sDrZkwlfgC4qd{@^ZuXrCj#!UC;lAZej*k0RKo2o6p`7Z`d^J-w&I
zO96>wN+$;JV}LLU;OPZrUeL0q6b*Fq4Ifg54+)}OykL_c*dPl*ti%ROv<7Ctu>?!Z
zo>@-cY=d~Idr~pHyf?FPyaeKxcW=$CT^m`sBAnakoRBw<tke%lY6qA3;uWq~$`Q+$
z12VcuMgt5iSmE|by2dw_cJ40i-0mKg_Kr$rJGYMSJ%4cW_Q|uij~+jJ^ziYMM-QJq
zdhq<wy%&#ubDzWb_wPooy%An{*}C?aHGjKe=rFBg15+o1aFzoZ5`U)Dk0tkIulcao
zy_oCXtaU%mW*~1Xq-H0yW;cYl9mv`6WvqJB6kfDdZ^ni%d)JS<@54RtV(+^%_FTyu
zuDBI<+>$p@>O+?M05Db>Ayzy{5-$oU%&r7;<Pe?=!d(huP6d+(g9!o%u@_G0LK4~$
z)y<Hy+JHQkdn(Z@iw>`9!%+Lt)Bz-Q5KbM2QAZ(^(NNk%5PQatHSI+i@gWa|Fh-$(
zjmbh7z6)918dkt^iz<YsS5ceA^*y5%L~c@AKA5@|5gvstEiWy|5ApMHvbFSbaq#hQ
z_V#pibG5a#HMOxdadx$F_jGXgboBIf^9>CQM#2!05t#VcxKz+Lkch-Ygu+3yMzFWP
zx09=rg_W7EzNV(8s<xJzj<%YP)+GZSH8bFvFw_9(3qFoC)>SdmzM!M_jn1X74b;yV
zT|Q%={*Auc*ZOMT=&60Ht$tQR?X3ExGa72=bam8qbuX)HsHmu3xNzwr;NCNrRK7fa
z?oVHRt!ZQuo1RfcWBh7w1V6jbAKd%<V#wd)tNq#S_M2=vBlBI+MIMpmsC<59%OXRx
zgKd)~QAd2z_}1Y>3l!NLMKMRy%uqBFBn5nG4@#G2uxcwrwJoC34qobnDDp%V1x1yh
zlduU{)tLo^qB3$-HG@Xu)z&n(cJ_CVE;S6ym9g7n3dp`uc@B_N+pshnNR~aa$RWJk
zE*xtUUS%1Mvxp#CfJ_Mt%@|EJ0t%-q^{LVeNH~IOjG>wWFpi>{MN`b8NG2G95xUv}
za4#g?)j!JGIn2ou4#%W{>Zp^OpPhrNudlzqueXbXwS}>^j`~^PaL`u$O8@d1W1S0@
z#u|<`#=c%oC?q5<K0YZmJ2|5$KCLt%qdK*Kk(AHEq*I~sc>joUXC&4bNj}A0x)OI0
zG)*`VRTD<lgwlYtpmZQ@C|w77O1w~-4uq-`M$ri)>xPj}(U)WZB^p5S1`wP+q)H!B
zsTWqE7h0+tQmhkPWEPO<>E#*hZW-iZ7366X;^P4EcY}xeqhMiZBnpMb0PYQiM+ZQo
zy+fnjf}&jlqkof|;Aa=Ty-K~hfRl;xKwsPTVD<4N>;7Wn6DhDdbUu-FJ(P9cU2eU;
zQ1`v0;nqgaohw7PkEX8f&w_gI{PNt4bZt_4Wn|?@v~;a&?oer3kY4MN9keg6w=K)s
zWwPGYwc(AO5yiG}LEbyNBAiz=4o;Ua8?y17a&{}XdknC_^!l-AZmWN0a~wqVPACBG
zW>?TNO3CR(g!H27%o1FF1+fH2!IHo&#&7NE6^)LL&P??T2njTDL1}S8MOj*YE<6f@
zh{R;%=2hZ}Ob(A<*TAo>=kaPeEM8?<Wh5#hz|-3Y{B2}qV{2gGVrl~SbdL`WN`;5z
zN2BpsN%VqrT3!;bG`)vj)=4g;W@0izodZoS+Nk`=_}u^Ywbmf#$F|Z-ndRxkyhK87
zGPxjwS(eWz&By1YVbc>U(i3pGsf>zz4!($u2i%)Ot;!%(q~OaE!6S>9%OK=bmn7p#
z(pbb2I<BNNH#IXcIw=yB8W&w$m|t8{l%A26n3Ry5oLE&|IXp5nGCGXISL5;3qoczM
z3v=B)U6obX;E*6|8>^o!-EXq_Z_B-(p!XB^f*c9P@Gjt9U~&NUUQqbuPaU>P@AN6|
z3MI!qGrLX03Z7tzacU}H_AYaP^Fh1?(3dj+W+m^?K-hv(d&<tW{{7Peud>E_O1%Go
zUZwXKM6m&Zc^sem@03;w`tUw=7&siZ@Pai$-zr78${JYXiNW=yH3LgEqPfPwh3+ZY
z$jbK8-uLU*@9o}s1hjs9Pr83&Zu9E60?cLJ7A<Y{Eo^qpZMM&BG)=D6jw-l=GL~os
zkTbV;zH5AS<;p$9;r*e7&EbX3^~1Y29=!PB<n77xw@;tFIC=8q(Sv)B@85d*;O6rO
zH-D3x;Aa<Iyz_qH&ilDL@5isd5$->$m*2;YA7}M!W9p=#tVMqsXmDHfWvuur>37wS
zvmVIZ2<C5v*6f7U?1b>Qe&SyGsyBVjn+YnzSN!;gKK!d*+(S3!6<6SA07YHWk~dib
z<V9Wr@}??r8dAF!-m;z0yPqmNNbTK8?oh<l&qcC_(4=lOt|b!RjH#+e7PCWh$iB&y
z0qF!(S#31FJ(}1ZMe2(r2_wk^QPiOb>JXGF4y6u2X#;SY2uT&9NZm+WD-v6WD&qvD
zVXcFr{V?eu8M{q5%H%bblvT&ZCdNj`mJ}9(ze!;sfuI*H$k#K--^<U>-Ob&>%G$)z
z+Qh}(-pkj`+utKFGyoQX3XhG(#KkBT8y$v#Il8)-TU%P%T3G>WgRPahg{i)QHu#;S
zqphx^rKYWUNl#nVSpTx2u9~LWSq;^1^|dY-YF*G#J)?Q?D~$_(*Es*h<#T`2IQKWL
z3t#H0oiWh4q_3k2pjY$qMI%EULqi=kb(IS$=P#<NTvS)Pa9RDEix>av%P+NzP0|Vq
zne~l7Te@Fu^AGO*J(A?_>oxysH|sB4$SpkI15@M^i;XI+r}oNg#tv~^iWJ(gPb$|6
zg#+DKW(d3)k_cpqAeh4O=5U-PqRIwYX^SYgg%mnKa@}A#{^)#Ud}(|}WmW;9w4913
zu$au+hWgfy9&zvFO1*fYkk*3E#(PHO*h5n7p_z8DTpL)vHN40YUSfeLw*&+WoV4LY
z5PD#Yq8I_8DTb#48%Aid5t?KiPBM)kn_<Xik>HVN8i6-PS6iXVJdxR6A#rwYP<KCc
zTxwx#a;}?afP<rJXh>*iaDbDYg^{kR+J!GJp7}4;bAQ&p^rf-Rd2<6b6Mc0HQ(b3A
z8xKzpPw<B28|v<haQDY}1;=}YB)bG9I|Ze=gk;%4iVR_REd*65CGJu*U}UABWK9U=
zle8cdZ3q<z5U+L^MX6A-PAK4Bl3o}|A3{78K_7zCgH-E=RqBLR=meK)2Ni1t6&ZTR
z+S%KIkFkP1t;75rLqMZ0=xYn`0)1_06cQ5|jfqY`MJ9$K<6Qlax)z=n_3VFP8Gp6i
zch{I#rYlG5<AjWe$+|RYXX*YR^>~bPG|b-Zr%Kzg6E!)#<k&7stf($~T1Z@9>QJoo
zkBoE-4EIk-WV2unuk703^0nUiL&5U3(Ve?P+t=Hc<c;$S?JLWD3fYi+bws)<UXluC
z7CXmgXic55xup@{J(|SfgFdun5b$*<oRalV$rsj-24@r%WPWsN0U|mr02bxq8*1m~
zW9#DS1+o{CQu0ems|W-(pVut_ePCkYfS|jttGTm<!l9?;WTa(h(3p(o)|S?`R-oqQ
z=K8ui4vR%2k%*wET3A$+nVAw93HA1Zdb%egVfnF<h4E2U8HwDAg4(J=Mqvu8D7hJ*
z*HoQN%Z@CG3P=vL3%1fQ{O-SOw9jTo1+gkJc(^=1zL1A2=HW{CxH3*<3AHG<Iy<d2
zB@S?J1FfoqPi|sjYbb>*Tvl~aY*s>WPEshTJc(A7UXd4FmK}{RP9>LTQ_A!3#W|%}
z$>n*OG-5TKMyjqVFDc5)%gF#6y*(Y>ovo$C`2-wxMVSt<#H5p>BhmJ@mb%)%Nx$~b
zZ>E1Y?geGuPnF*P;a>3clzVpo?gHoq#a_-B7|eH5yn8Zn@N8`J&XDw|Z*I43e7#;Q
z<M*%d`lY;nIZw34RTgG98NjX}1lk7aY9OBhL{(5kpt^gCyUJ~#PfdKEO3g|i1x2(@
z5v@^0t2EF$H?&I~+$HvJ5c(9PK2W5UfgrWoVR_?-v}J6iV^aCY-GpL$dH>q(-TTK+
zPHsGVcH`-@Ymc5B+<&-x`~K#QJFDN{mL1)e9Ne1QyD_nOJSacxUD|D%0r}^vwc=%N
z?{w3^B8YUJ-~4`d?dsCjwXLJO$9GR2K6~@x&HFcR-@bbJ;>n}?Pac3cvpcVz{O0xE
z)gRuiKYqXY?8ExA4=az~j^BLQy78DebtAoV9mQJ=piFrYC%q|iehf(vcQu%|9>87=
zU?~FGYd`_4RX>ITBsqA|<es!OU~lkZ?|E_dJvj&N>;q@U6*tCq0B0?jBMV?G`_dM@
zDf52xrBJ>+qHQ;Q@Mh`U4`js&bK@y<^$AUKk1%mq+Pjj*6D3gEQYfuSxH?QB6`oNU
zl2j6wQjX4}#FX+9tD2H<?FqP!L_$w0MU+SuAgfvt__lafe=?^(hTM*+stYe;!}Ey2
z$wh96cq3;&&#-V3yS}4ufM4HKSp~Q^784$xot~DJmK=eEh6ect`+NEOdVr)dcMoT0
z7khV4mtaT`3=M;!V5mrRTyjF}X^j^UFUUW1_wv-y*8>3yXU?4gbgHeRWol*&^2&hB
zObrb5wRE-B0l}(YI(zB-*XPgt?b7)#^|db=XkAo0_xB6m{8{DOzo?)8yPo=4{mbXH
zFMXq}cGgH&-9T4eP37!mweu#%dPc^2Dwi&NcmC`pb+yYn+FJSsDw<k<{`wmoQ?uN%
zin@-jpZ_fXTHAkc@9&Ete~+*B*Sc4K={lYuT_L(SAfYk=+r$-bw9Fn8d*mt90iP76
z6%uO>t1yLOPaCq7ZCU2<Dk}iJpwf%P+QET6HP=2Q(<Lm!51E6ED^AF$%qb+4RZ#JG
zCY{dX^BP(@`}?M3^@B^<qy|VT)(xHQ0LySi7l1GaTX?<&B+oRgzzkYqg|4;?$D1Ik
zjo>(AB+(d2GDH#$kpu$-5Z(|7i8n&wP0)B#F!Mq=_5x>$t};PYS))pQ(AmCWfP2F{
z1JG$X<*8Xk?w)=Qj?M@K9K7)W7Zxx%sGR-txv&4%#c%&pQ{``FdKWDW)WF}=dRi*R
z2HGHa+{hR-zu6d?IT>1d7+L!n+Xfpuz%1M`PJt=*kOCuUwKj|dqy-~sLP?qs;!g@A
zX@)AL6-ol2`#%CtPxp{?LW#PeM7^+6K?r&foNidPPH3feNQG8#sa8;lW?+%NSB#al
zm8+Fbpt~i+&j}jf2Jv?f_H_>p^hF|I(b2KVshM#}Sz)L+JNMx8S{8pkqy0<k_-pOI
zzs}j2!1ggvP1q0-J$Ak+e^*348sQucvNn533k^m6lmvc3Ff%Wp9v3mtT(q{>wk{tS
z8fxno_fAWs3u}kdisMn~v1kcQG`lvjb7ye<YVE`feL%z*?B|b&JI2QZQ`7ykvz;TO
zfJ$>JaY5nHArY|!I52cqI6NnvTG<p&Ed$LgZ+7*Mr{<LUg`(ViLaiM=^-Zia^^CRk
zjBFj8!Xu+Hva&L>GD}N~IUHtJSKG+Qz~t2E*wk=)PiuKqX-P#<LsP9l*xlRP)dSG6
zyS=r!fybirnDq9B`mUyiW-gloio=oNDQE;PH<Mja%qlOe#h3N+DE+mxPDW)1t*nn-
z*-j~B<j3Gr5V#b04%#OObXdDtRAgZ4DMg(;LSH?-w~o=tqc+nCe0&AHv;d!*QIVcV
zEy?L`;*9q;3Y+LH>~c0Pvn&f44Rwq~IOB_A7*%Q5TugB~sw@+O%THur^H^0y<dSS^
zML`XdRL^JfSQG{YN31SmP^vpxYU_B6th9vk;@riVv6Y1>3cey1g9!5T@NlvFwbuQY
zuJilgUhxin5X4OY+k>(OTQhakt++pP<JHRDH<D{l7Ovcz-numkVw{)uyJmKp$2RH)
zS9u}@Tc}_Pm2)eUc3fqOuQFimA88W*Kg6qqUJ8gx6Dg<zYqY^F<-aRjBManIfs_Hb
zdQjRhDr=vT_01~=S2m_Mc4b$O_U_)k@$B*4*U#>}d~*B6<6F-j-F*7!#>u1aPaYpX
zd2;mV<lu*=yZ25uZatJ9-<#jRIk9y-vU*jpu+=m;-#9SaGa(&a-dW!Le)HPhD>ok8
zxPS8a#hcgfKfM3={_WeBCy(zv`Qg^9r}y8!_~Dn<@z>hF^Z51N)3=AOKU{tL@ygqe
zil^^KufJ|weONwpC82pGj4|a)9P=Sh`O_Cd`HHX_fV(n(h7`z;A@ie4ed#h^y4(j?
z9T*$l%x%EEp6q=O_JJGgz=gT*$=(aC+l1E2gV>Ayj5$C0TqtijvST}Y<T^oqQhWHe
z`}POXy^o?h9|gy+yLKKmEFDorOI0mH*t))aN_}izH6ke=7MBB$%S9)b#AM^s%edK9
z4e8j1jH>2bLT5IyGZEjIOm5ES^%ih@Qi*jb)tqb+KdFoq5|iTK7piaN;1Li)q%k_W
zd+HnNtE(%cBEz9!LD3jgY!o^i34w+N1p0aUc)NjqWFKEoFjhDe8WJ8A5g8X99*v2N
zjZR8UNlHzQjERP$5W%4#PR>qhm({-d=Buy2{p#HLvl<%eMn?KJww5-w7Dh(8db%3=
zdYT6MnuhwCdOB*LiVFZ(OZ~it>RFYuUt9ngW#9c>L*-k2O+dmbTB>I?E}a2iy{rnZ
z^p)DBb5>TSR@UaK>X*Jd|J|j_YMQ#bx`xK8S~~yz_ph~#O!CUGja@yz*1G@vI)8BQ
z?~x>bU$6P+_uFr=?Hg0zA6F8RT$ze%ZXDa`Uc653SxF)H`6N=TU?t|z5;F*REC&D#
zWC^RVL166=SO-M8J+#O+B+EWH%{4U5ADJDVPy#HnxkbcMWnUWwkE4=F41Rrk@07fL
zcsZqt9}r*cipp|9<@m){_{LW{po=UZxh5gGW?@A(=qhV8&InR&5LyOCn3*7OhVUu_
zSfxG`s|TsjhXP>@U|1t~r7@z?M5ziBL^+TRqR0o8;S(BV;~ePWhseyY$jB*jarLyb
zv&TfBBEw-0*2dbZ->RJX^ZBp;x5~Hwsjc#bm658gsfMwRimt{59Ss#N4RwvnT9-BS
zFKe4!*0s5;@1SMuVPG9(<reM{mga^mHicE`K=DdJ2--kl1g$W<R_Lih2wF-JwUr{B
ziU^*5+M^Q!xR>yg!tlCbfP1U{!M$Zl?hPu@_l~o%wRN@B@pdo?@piz#{6Sw^kdLds
zw;MDp7?c_cib}KcOF|LR77pIusT=+GH|oE|J@E5uKG@*zjAJ{=@Ve5#0Y<_~d-?G=
z|G`4rgN63n(~bLs%*B?{E<#jeC90d5G}BMGu|In2x<n!wnwSPLX7a_ggSoZisnzSl
z(raLhFPPigJ|iP`bmy{}NyN$way7AzTi4y*IXJ*;Z%HdE2tuPAeSG}kh*AQvp|huN
zXl!J9VRB(*Y-X`<U=&Yb`3FIbOs#<oO)T{dO-xKJoSa-jL&MV2((-b1k`v=olHv>V
zvq^-i<_5l4)B^%?hew4p1|Cl+YiQ*3^t1?i+eN~z!GYes?$%m1t)9ym>g$>r9+(jI
zcGPkza?&bu(t2uGlRd4Y?F|#%jmtw_YZHRaN#VwLk9??Yw3*5-Nu=aPHWPB%Xhl3+
zb{(Zy+{T;{HO&vUFAQ}r4EBuowszOBYKc`;P?gQgB<5!}P^uP(y4PpL;IQ6$0;?)D
zFEI$_Z5$qGNi2%u6EX;eQDy1y!X#)}8k$m^%Esof%Cot+qIwpgrIyj&!0u?|v;#G;
z+Zxz3LRlOJnx25^ZL1v{=;AX7L@aO!mr(JgKVQ4wV*B5ZdzC4{pGv+znR`LKS2-dX
z_<ljK!x{kKhWYCQJC9@!-|W5ku=nWA-h)@W4_<EGeI`AAJiT*QxO}x`0^~f%nSvF%
zKn4QD7@~E?z!v?d%YwS@Hkeub4}tl`pl=QYi>;Ffl(?(ZfZ|kg>VSeautpcH(fSp1
z<@C1|_JE{jNYXs90-$$9zPYfszjpomgCFkPeE!3Ow@)6t0l0hn`s3?2p4`0k^v<2<
z_wT)YbpQ3q{nsz<zkYM~_1oJo-`sfq`r6Z%hfiMYKYXq@zB{zM-ab0lG%(ROxwNu(
zd~oN{^&g(xd;0v@o40R1ynp}k-J3Vho;<q!_~FeruO5DQfAU-013$m!{^Mr{Cohg(
zyuJ43!_{{mw_kl+dicKo@EL32M!sMZQ!^I=a&)N^L5x{wjSN<|8p4qVFeUzUi62ek
zM_=}5%0S^ah`Slc-3j3C0iT06sQ0oDJlKaGoU6Y4eQ3ivtZo^&a07sYmotlQmS+tg
z6XlOuZoC?N@?rMnN6G6SB`<$mdir7U!JFCZC*!-f`$0^ic!tPrNz5vSV-gV&35f7S
zM0j#^e12XLr3A~(FJ<MGa0)AG%Lq+XoDO_l7rv$g%WBNWGb`x4y6%2@U2}MRlB0*G
ziKT_Nzb}D^Z)<CAsOMEzmY_h#g@>b`w@Z+}CnUrV)O&rr+&n#ikIpM3GzcAmj*g3o
zNr;b%i$g_5q9Y??;$o9ik}|V0z#|fcaCdjr(bZN{y99E_OiYZxqn@s|u8yXr2Jj_(
zr>1(r$WYhO!6rD!Hze5C#mUylK>NaXU!VEvFDmE0*0^*|_p*wf<|XaR7d6!Y44+du
z|IIgF{`rf){O1>c`7bq<b8c>q9$v1x`q~#Rfz~!PbuBGTUH$W_m;d9x|DvX?n^{m?
z)7t*?wfnWU|KQ%=7eoFYU+u4Tul~|?0^^H<6H6eem6^om_US#4A4Tb2N+x#tBoM5i
z1s0G3b4Z~DwAd0_VgU-XAc6p1Y7Z}UfE7DH^6i4t9fDHaLQ?}#S(wDqlx)Dggu-Hc
zL1AS<epx|&NhO}n>mDVw4u$6uJR-8)!?S&3OOQD<cn;korrZXeZx)hm7MgE|#@eDQ
zjl+r!LyAmcAm&RMdSD1C(^ocsl_<NwAf@1`kunCM%mi9$0xdCtm6(FqVOX9gEXh3p
zX>RA`;uQjly~*i0b`DN9*4E&I;Mho{qqPy>UbS-|-1|>z-~G3q+Lt!QY7XXFRz?~o
zx@x)_DjI4k>Z<Chs#>a-4OBJFRJE)$44e%t{jA-P!0_M(ULmwx4^pL6SQRMP>V|@v
zZIw<)m3A;twRSL0I~cD66hcrc7!RI)+M^qSKNU_l1e{f+8(OIwiq!=shmdlekWy`6
zbqFpo@=XNu-97CLy&X*f_eLXvqL9IX-Y%eTA|%K!G7^(lP?V8V5D<zov35D9Zur+T
zzxn6dKWx_SOjLK05cOptBiyvLUc$|(#>dM&PgZ&#E_L0WZQ2l$Mf9XrTtpW$akigu
z?|AC*{k4sCkT)<fw<4WWP9nQHr2uU^hr)&J_VE=?-*9<tT`~>}$x1?IB^Kbz$y_?C
zfmcqd3PHncTpcYOZ2iK5OL3L;Z7m(Wy`rJvskwRa@Cc2;j!#IovvbhW)X~w_)6>&8
zG%&QYu?-6jiI0iN&P>nFOp6CjkZ@#tbVO!q0=A@p!yxr^H+FZ|GZ|GRLMe-htKm}{
zY8fpJ?Di&JV-15&s9=#QyPNof-7VtIrglDqRFX?8&mU;!&j{NA^iK6OEr~m1qup|#
z;f@t?^GGw5SCPsrj_+g?i<?Npovf+;hUJNF*_2>u1cdbVt<DUCsNVkO+8RP7HY24V
zKB^=+mR^=8ZsyDgnua^r&5Yu*bdVZh?QNq1_0S{chc{3%S=e||0j4qoQI(0N7bWs5
zvl<8m&D63c7Os^~?rdQ6wQ|K>^`efNjyf8xsvtQMk{S(V6HD4^D0PhLT1Hh1kJMgE
z{iUDlUu*xrA@_oAvj0I};CA@O_9iIy5(TS_p`E71n?qNgtUY~u?fs88UVpsx>f`M<
zKi+ut@#@LDwOh}|H*a;#U#T4g+$*62^zD~32iBQlFzyXp>Zget<biGS03hCfKraXc
z9#|s}0O(aHH6Z^asz?q_XMih!E;f;rGqB7bl+=$bbxf}euB^@N?5^K9K74rR_RAlB
zc=zb>her?J-n(^j?fRp`n@^5zKmGpRi(5auy8rOaqepL_K7RM=@%y)rKfHhZ;ltyP
zA0L1G@zIALzkl*<Y41?HDC?e>9b8!1xOVf#<EQtZzj*xW<<r+ML2TKZ_b*?+esc2o
z_Q@l_y+3?-_vF`F_g}iswUd);z^C!-<<W~bS6{!|ef2?c@^RwU>z4Hgz<7|_wu0tP
zhcPEYnbR=71Xd#r<1PoYmVy|IL5!s!=5h#I7RFnL)NF;-><07q0)W4lbH#^q;LSPo
z;T`$c>_KX!5dKUcb1aB84y&C@=-I$7+^aiyC4TaL{_RKE`ybbU-u<}o=EtoUA9qjQ
zUwQOOaddlVW|>pllAe(ljs^wVm`GGK3W|w|NGi;!z?M=<3Q5HU<kBK~RV9bYs%O?T
z(RmFNCJ#rVv1{r^C#SmldSl~b!Hi&I6FnCfyX>rFG7(F{m*wZCKtjA-oh_XmEj`^G
zprQT<SV(BFe{hh0SXc-Og^Y`jOGrwJj*E|oib0?w5vXu98oYvtg!owS7!>I5U~daR
zS4&gF%oL=Snds{QFT!OlO?7p(i|5aMds$t@-p(p4G%ztCCOIh%iGVme+Fm^O?H7Oj
z)48)>t6w^=qoJy!3F^QX0p+S(ID7V+zyIY=|M92)^?(2MPybs({Zc@HPe^E>v5Dcu
zOBXL(Qn{e2dg-#}x92YYU;pu+7u7V9GjmwA4ZpOG|H}S9xcB!+lE1Il{IA@f|IE2z
zNyX5VQg}Kxhtdp2Vu|H9s9kf(xE9~|DjR676(rXZk_P}7$P!Xu1<ALC6xc)Z9UyrQ
zp;`8UDNaF2o?$5=;aO41C8^n!*?Co2IpxX8*|9N6nDChBg!J?ZT3jj3Gd$e^lHe0v
zfXpVP;+v9jO<`#y*YG0C&`fhsG)9%$qsuKIg=S%emhdtwc)1yX+puCV#uo@|m_Uk6
zA;o6kF|5cmtk4uvU<QC3S_r21ItNDDy9XIsIN3UTN5!XNqT@kK49M+`jzq;rBb{xH
z^)$|EtA44a@`aA--;FfCwKBZqXrT=T;y76wnHg&7YisCgf&cV0w2U-#%r*6FbWL1L
zZ2YZVVNSl0fa=Xc3k}0S0t2W;m+J$Cl<Ngo=mk~i29@gufeox)P^E5Am2Pmg-l>$^
zr_u|q(hIKC3&tvs2WN$povKtX1gPYb%mb6XK<15yb+Csm2=B!}{m~HrPuv^e=LLg7
zVwLZxu^v8w#+D8$TE^d~{N}k;54RfjCJ8;%h}J5^Y*XRx0OQ7F)BU-QPrA3zzAI*k
z7|Hb&h}tUDKy%^s-NA=<WILPFi;{`S`MI$L+2r!h*zy(e{C3-jgx1=R<u{daxfuj3
zBrO`69Fbj?TUuS5Tapu*fN}J2Ft#$bw6g&HAjRcHygF`6dvl+#7qoFTH8;k`$AUx-
zYfB3gLjxmyJtKWxQ$u|>C&#!bOm=!|YGPbM3??QV8Hs>~LqpM!U^FBoHUgfV5mQ!@
zim%KCDl1MeE=VaYNG;7zDauJK$V|vjk1NVdsK`sLF3i9cWe|!oiN#s;io9A<StAu&
zPcCbsly|VITIuE7%4{w+vxQRBN-eCZOy^dl)KsOn&<X{O<k8-mxuLe{ffiv4N8Da3
zn;eu)4h^<9vMb9{kPw8YE85pBF3c}47EzrY!z@p&%tFDvjh&3Xw$l7lp#3FWHnf$N
z*-Fc5B4yN6CG*M?`4!1c_-p~YLde6lu__xGAONkhgHIf2WsBQ5z4eq@a!EyYOnwrw
zEF+3ol+48!@Q8)fa`5_-|Cyihf905eKkii)dq1J?CyOt5Je4xG_b2XMxGCOyB7gk$
z=-rQZ-~af-`yU^E`0>H}AMd^Wc=-6${K0)t@~t0PWeJxV!WD){4yGHk1_AdfBN~*~
z{C{;?={*fb`^3HE0R_-MxK~CMN$El<6AW1vNx1_neDQMqu%u-|(zhU+Slg6dJ=lM6
z^VW;|KfHbT_`?s6-`{=s=El9}SMQu0+<kg@@7dM+&#&Eoas9#b+Yg@KyZ_?hgO?`{
z-@JVC?(MS=AD;jC<MWR{-h1(K>&DIHD+dx#H$FN(eh7|v`Sk6Zr=YeAf*hVcc=qz)
z%a=bqe|Goz$?aFq?!12foBMljzkGW0`BOl@2Tz{voxI#Sd9(WD{oK8`!oz3$l{=;4
z?W7h7nl}YyO+eW*P|iG*vjF8RLODw?js(tKLGa~>nl(ht1{9z#Z#$T~6Uf;O;9T+N
z9{BUF25`56SkpmtaR3#h?+#;{7ji&g-Rk4coA1Y;eOP?^aplcN*{hH87a!N3f82Zi
z@!E?IcVEB1dguP++){0ALta)+LS$50Ok7H2bQA;`kH8eA<yPibVE-TX-aD$Pecku|
z^PX|fyU#g$ui{$vPA}3!32B5Rr1y|s34w&rLJht5-m4;_DAnG(U_%8(6tOG4cY*W%
z&~^9m-gm4q?iokNdmLjkzQ#GG@N>eP37<Uk`+OgLN|HV;S)Y*-lb)8Cnw61J419RS
zCFR9MN9qrD-n@3A?U=7h26wf$vIOQg6Dr9~Dq?th@#IoAgNDK5U|0;4O2K+51pZo(
z(4f+2RKC7IzG{u1%EwnMmGi*>Hld8q7jZdk29=D*x+6h`rk#zorI`hAAeb1Ln;4s!
z7#SPxH8(ScIM@Jzk}r7VaajTW>hLgKM0jX$Pymn1wlp{0`1`M$H~qGK>*hVXKr-2G
zW23zWdv|T!vg!8?KX3T?-+ue~ubVe+080x&?2lOJ=;XM2&z^1DcWl|VW81Dhzir<3
zPyhTE(C6mk7noI0@?UxG|Jm36gL{80hWrta_Rp@pZ?#_(7$**nmxLtg^AEIk^qqO|
zHox(5Kw2%`Hwh&OL-51k{BQuka9)I~XBf;g6ajG8GX(9aL$d?X3=M{<CVKjDq`^wR
zXn$Qoa7et?KSD0^0fQH)Bs!7Gp@@8OLX9Iy=uDMTyu#&?IicBgptdXy%>h%}5T3!V
z>_9hRBw8GU;77uEkqALFoDX<d?+h#upXI{UL%C6(^<`(c6FU^hnG@#9@^_<2kT{w>
z6b(n?g;Fn`Kn(7MJ3Bcjqym+K4{jXUnC-AI+-PC&o0ZY;4i?)G5Mv_B-jjl6k<dsN
zI|pkETPsjbv@$cdF|}~8uy(a|!a&^^pi$0^Btg=AoY~<Hp0W0v7$7_Lx@=jow#-<Y
z&$4C4*)rp8m<cw_L|ax8kPQ&?ixNNY2mcyp!-}<G#rz?#0w>nab6qe_Ad|@yF)%_p
z7KHZ-Sp*(~0JxV<#xm(74x7p6^Vu9O22X;xB2D%=>@xoDa|*_L>iRC_H0LXiWXL-Y
zC-<Kze{=r8`wR8&&ewgoR6la_$g?x0$BP215(K63{N}2#S3T|HA8z+{U+m~OfBD9>
zbJsdgU%l6M@ovM(8%6c)k(tE-iK*e4>HbN2wnohH;Ri(pgz5ui-U15K!xiNSaj}6R
z9a$WTK02hhB&V*f^61g}*5)Gxd6}ST+8JW&1_$$roS_g~XONufWKSdFbXs+61hBjM
zXp}OILh2(Gc?o$!7M(%xpx{t6B3vdUCFnI7i6Id>uK=|`tKzDp3=!Ky&Lf3tB>F(F
zV3j~C=V+y@5S1V~Op_BEoEI0I9qpeI;++zr%#PAzM*772i{iAxj4-d<D4)D&AXRRZ
zcS%y<!IGq-`*WM?3hK)<3sUrjsnJI&3y)TpRAeT{1*nBYEYaDX;B3o8Ie9U#;Yv<U
zlqw;B%XBk^n*Ghm@c*H~cBTX|59I|lm+4!}qmLFw9L@<nn4xRTjXYDGezG#XCM&We
zMOT>_QCASxRF%<Mlhs(3Qk|vG)ceM01v)uR@9SBZ7+97TnyL3m(#gKn>%gC_^Mi2j
zdb=6m-Y-6f>Z`9>9*y4kxbS3V_07V{(9+8A@*2>`rPb#X^Iy2P_DokvTW1l-H*3FF
z@(1^Vl!pH__X2V*Y3VF$>#R85S$(qO;JMCYSMQ#_^YCWx)1G&)UQc}-UK*KL8JS!i
znpl1}zW8clVPImuA835;#n{}7k(q(vsaJ!OZ$3`E`!MnG<K*bj^yKKw%-HPg=*;Zf
z(Xodw2kyV<?;HI1W)kF-O;3V8w$)`&=^dFI8X5mEGdHrZIJUSjvN$)iF#UdE>g}JM
z$8WWNcnMgPr(aD?JRhHYGCuQYVgYdPt<jaUZ<iV#Pvl;G8P)d4@8C^&<z;c%Wl`A`
zN%?hI<t?w8+upVJRQtQUYr7Ox_azngg=P2orCq$TN8GZ<+;R|c_LN=T$11tcE;!4{
zZ}BW>lT@7bZ|qFG*kAQzy7lAQrJ1!`i)$ToYqzJ@?oO^gnp}N8v-)m+Wo+@&%lGfk
zo;z1wR1^~utWzoVe(DGxm7hSU6^f%Y+T@Uk^vJjjeNtLPVroQOaztcKV*G*9qNcjq
z)<bn?TaI>KKHGGtS|#V9Tx}dd%d@Q!!qv(H<3y#P=rlB$gdmZSRGPa`$OsDZiHQk~
zi;awqiU<kO1^5SOG+LFnuT1JC0a@!ZZ;4pO1C|AX2MPo@I66Qb!C*B<3<`k(QSvU%
z;BEUp3p0SV;BQ-N@HZH6Y%dn_f`j}4^hW6;qN5_^GKr;y*{{F;{QK`4HgDRvb<5`M
z+qUl9xnswU?OV2N-n8j=K)hQv{kCn(W?LI;u}BDN&JYM>2N++mdCTvcwrt+E^S4b~
z|M@TfW?*dQs}0P`|1Np&|KQ#qktBbtWByjJSAVvSR2L@;iI;~a#(=2q+kNLBy(v6$
zAuzR)rB1*IL%^7Fv>*({4?}W8;Ot;HD-gj7K(PYQ>;QMBADX5DgVKm>AC^cf_X$(`
z>owYNFE2k1TY$%r;827;#MR8n&Bz&R=!CU#XL<<zgn<d#_(E+$u{bD|rqH`{1CT5~
zG&jhdAL7mrMf1Wy85zkAfiZ)ij6f(O$dwfg=K$Ca1A=ivp{yWhMt~zt3!(Zs()^$_
zl{-y{Au(WRJQ_!2d-7>?rh|h$cs&vF7!m=)4GM;+Zvzeo!)^a&y7MOovn@DROFk9l
zC+8@IOdP@yVr^!-&%(mY+`zzOuYrY$1;o}7jleLmWFeL;cB6SiS;3C%2nahI!U}g_
zMgZ9}fFjpL2hs!CF{11kG4_mDd*){`V(ozFF}Cz*TUwMYO>aw&v}LTzju~ms(mQaX
zAV8kcD9=D(Rh4^^WS%4;(}PJs(eOwH8N;R%xNItiMW<0I1R~KL=iv-TnpxZLHTmxK
z-ihw|XBYEY@>NGOmG_TkygXO)`rQ6kXZ8=AsD6ER|H#e87w0NZmIT)(i7OI?Z8Z_^
zdQVOc-g*4+Y)8l0+xI%JcHC_}du{)*(*-q0qcVym{$ZXfU%Ad-8mywqnE<RnQ@>0v
z7PuAQ7vx1@Vv+8SNVFpg$jynt#D|2cb90mH4wN2gs6M#AG&w$k?16G|*hj`8X#})8
z+zADRV3ANRofPV?iH{764Dt`vszdyIbsC>wwMs3Q@EJ6Mo2!$}UOdVwDp;147^DxD
zX}wwAA`*`Z$3V>)9!~M0%Ix@{FttF%CrapUN)9f<m!A^qofV}?4)F?<QvHO42o*cd
zUzijuNemQ4`LZLt=@H(HXf-=2NRSofU7Q|XoT<-<4~h;_Y9wqWm*yj2dh-}kI?2<+
zjRb|b+gczjjVLhNU@0RvN_{X-U!3Uc&2%C_wxBHj%7pJs)ROA5)a@0KXKLb3lt;G}
z>styVkC((=tj%aEiO-2pBnJzN5;WDBp>=tBpqk9kq6EL>U{Sb|s^+={NeDSn-sP!5
z;B)e0eg5ou{jK)@cjI1AkNtbS7x;U>SbTGVMF9+JJHBpp023?9E<CUAcz^Qg^o_TR
z-9z*JV+$`QKMhQN>Kj|U|90|R_q(IlpH`o`SKRt}PDI=N;y-*2U)6j6KR$;qy=?!7
z&mq74PH{_TX>&(e^R3FZTl-ITG+w-Ovg6^^?xzo4z3d-(|8aI`Y<YO%)8ND>0KG4#
z76;}(y;@v(4IXEgUrsH&7@zGQp6vfP+W&5-|J8^77w=v?e?9Q*)yuwtm%aT1T~B&1
z-MxLI`@yTxp|Pdev89=*<=KT*Fqmz2bn@fa#QTNC@s-u7)s@MW<*}u?kBigaJ;!YH
z)9ldF%-h+i7gJNclQZ3u3lFANI>%Qp53aPmn5(`&oONjcpl@J9r%&w-W%V^x%?(Xm
zCrEn;JN7v2*pr}!ZlCHqveKKvqU*w<Taway(uzmYs>h<r$Gp-<+~N*l@fm4pyQ1Qh
zw*GPy@Rr<oeXwu##K+aklWR8t`cAHa|Lfk^r=E#VFQz}en_l`jIo;FS+t^T_os<w0
z=ohJ0#s_HP{Cq-XqF}KwLaB)N_s`Zx=fxysM#Q9tMW#mp7k%=XBM0xCKXw1|xsG!u
zP9Lo=&P<f^sRXnm3F|_{I%Clg4B7#Qb@K3V@xZ&%7#NwH6BO(npBN6h26A#z)6<gl
zk>Nq$rjy!F<Ll?I2@KQ%dev!t{S;ympTl4Q_b;6y6Y>0gy`#fJVj{wV{L~<w5(LWI
zS?@F0y>rKw&AWGOv$e9Ml8Fkr)Zfo9EF?s)kCceTd-m-9%U}MoapT6VTeofeedDjc
zZut4<Uw-?2<F4I%3=M&yVfU_`fQ7eMS?=R{dh&QY8ynlLTettdaWmlFZ98^v*|zKF
z4IB5_*awG27ME9jtJi_A*ZBwc{#Xq8BOdM7*W35lR)ofVR(xDR&FQ;OFLl2zK5{lV
zwT!EYBZzf)aj1tV1jE;%Jp+*}ErOvzGBj=sjXP6=Vfdga3NR%N&yX{CDv2UM=@YE<
z_7{m16cQZ?L)lx~8Jk#cG2XY))NY40)Ewj%ka+}w563%%ua4v>!)X#7p6iEU`MR^z
z7`6uI>5t|3yD|I_R9_fb<x28)CHugrY9vz&{00EF5lk(V=IcaOI^gAY9x@;&ya+{P
zyA!BLEZz-^Cy>Y(EXLl>+QrG%lS$;WiD*|F8`B*|JAN|Q@-JpPe{wY6MnqUk*|=~&
zX`o6-M7ucKnmdC7wYD-fHZ?LbH@9@KcLFJBOgvTSK@quA<uHbyGcyRti4o*P4|1dd
z1%H;#k*0%CL)JwLh0www^a#gwMM8jR5f0RFdrFu+CDfi0Vo%Z8QFZn-odY8j!VGg_
zhl6Uivu6Z`>klfr3LZtwB5*10R2+<ggE1)>9*ZOfQ`-cb^_ylOg&6Mvf^YWOIha^l
zeUEG4>oq5P4nMzG(44DkOjF)(%zAmY_T`z{7bmOxTFUy5R}Nlncy_uB)O%|ZMODe-
z6Z`e=drywMxpC`S<N0%qx9{A%db9K3(e~_;{jnKEe&O+KnTjG1a=b(wZyr@bWy$F(
ze~CiH^&r7uC|fkv34?V;qa7IxtWM{hofTJ8l~;eDxVADcIX09{0j@ebG6qJ%z);S%
z2qzm46qG~3`$&bsYHyudrB%x1d{2od3)Fk1TsD)4$GAcqEw|(0W>JB{>;(VlU~!<5
z?j!Wz5Fk*iZB#d_{KUWmMe*@EsSh9L=>ZXuUG-{iR+Mi+LO^ne%!`Q>lAQd-ggAeG
zPP9*Ym^@I7_h!M>Ty&@xB`r*n7pKmO*Ct14qIF(cIh&0~;9P8wcII$vQ-rk{!paP>
z&jfB^2s7WqK-$M@gjE?~P2~yuvw}ip?mV<1-tJc}YFAnS`DlUv)x*iRo3pPUO1*k8
z<@%wFn}@Q2+KZzzb;9HTZgqNKLqX($?2xLofbwL&!dUN&P*H-G9pz1p@uh?9yeP#N
zeSPk}$M%0i?)`$kfPMk=f+5A=5%_XJh#BZ;165xjVDYWE^rGSR(D6rOmwSggo(<l9
zG1~cJ^m^aW`A2V?Z}!!le^`F}_Gf=DFe=<DTJLM?E&xRR*)p--(YDULptbFb=b;<)
zwSCDh``p*|9~R$&w!0<Go#jn8%a2{JYPo*!<gMn*_b%S=z5D#-v%wGVriMorM#h&x
zrT6{B((B2^fthtn?5m{}fW9y1mj`ARUQEvRk52Uujy``k*!S{HZ(sl8?kA7#b#-;z
zzI**<=lLsFThE_9*Lkgf@Xgrb)Y#(0<kIBqr<vKM$;p|a>6yW0;0RuwTn5m)IJ`Xn
zae40j_qYbWUUO(^dL6Ilr(e#_KAV|;GPCq>dgadK+VzpuGjEq0pH5fa9m>A^GXCU~
zh^DTP#(QB$@5g{};|nixue`~*^fu*Ge^^78U)3$|(yQKOH?*}60_&dy9e$>*f9hTR
zNKw(DEI;d0c|yDYZ0M0|iKiYE+!(0q8EbnvfBxgr)sas(hF3a=KiwZ$dOW)LVq)>_
z#O#OB@vaA5RV9V7Apzk&@^Ga%My-hTl}9Lqp;CUROc<+H<;6r5CB$cjhv(=cYckWC
z%8So79Jt!jc;k5UnIi|Pa#ErLReU;@gmGq)kqiow2yoZKnLvb*sVFdgm@lIG`iXU+
zzTtZRgv5xv-1MC6^qA;Ktws$dR0z2Om0T654h#<ri`0dM2L)(VUP2C2z-FkGvY7CY
z!kmn<g50dsq{xsUnUIHdLzsfWYFjoN?b+>MYeOR7C1O#4);~HbIxQ^?cqex6-t$lY
z^gn<5ebd&hJ2r0I{L8Pu{q?6`HvG0}kAab?nFVkL8|>Y)ee2eJ7M38Zlgs7V+1YR3
zzH{TIEkN70@7lU;*M^N->>$ozk<sN<HD8~*Z?*jo?)?!-^2a*nZ*{Hy**e}~u}YxO
z*!Y5~bN70$_Pi=>JRO=^BGATArNLC0jw}f#2m-O5er^mElIHD3SGhA(ScVEiQ=my=
zccK7C7EqZIfk-8l`AVhUTu&h$M{sp=u`;(bG&0>`V!7SIZm+G2F$8Ynh%|RW+raV8
zSO$hJA#uGaJYSNh3dfLRXfiBafuSl81c@tF=z`$`L9s#@UV<bm+^9-7syBk{<${+$
zFajGC#|ps&vPIHd+z2o<7LEpN<OYSq9GxK6))vl=HVg`uL&xEe4o=nv=6ilK+4+-=
z(MDJ6-GF-~OiW~eB1A1EW1w(HD^Nv5BVdjW;6=#Z&d%8xipJm>1S;Qy%)^jH;9G{#
z)vmO4L8)peMeRZc(zsCkTqs&+ivMQ?I8y_isX;F53U;CDoG8JL<Uj~107B9_5VZ~@
zKM2_mLeV<X0-Qk|n-%2B4u)}b9$bw`z?X7JOgw^ufzt5^;J)Bcu>uaoOUhIG$bpwk
zp^%cPBp4E5@8o1{Z~tfK@muYm={?$isqko~SAC-F_M!CtQ`Ij{)jV&ndVI8~x2gE`
z+1l=wyyk3mRUE%IMRK|>`fX3!tH-CC4rL#x$+>dn-1&=_@{6m&W7GV@;=TOC_+GwD
ziI^^8GsHBug2wZrixf<rh)kxTuy_}&hqF7z(G6wKWVnZi`s8NCmKCPfmS@*j=NAFK
z^x`w{2sdYI$UZ}Blb!aK256`~5e*}u;Y<Qn!eO#W1P4oV3xhq*Hdb(mJ=D$?39%+3
z_Q{yA1f4iL)+at#81BmmQjjDx7o^Qr4$ii|IQGnug8T$cfRw<(Sc%C_S$gHcf@q-Z
zD5Zqr%)wX(NeLMd@|x_h!g#fch2UbW6bz`|mr;|Yt1Hl_=vC1=S+ZUosuohwj!x#g
zZT4=p-m?W_w9CnOx5M7;&PF@YHpXHiJUzs#E+_I>Nz8%FfJ8rv58a0Dyh(!FTNuf{
zcp$p}a^?Gu`o42zPtTOSxmN%3Qr*LrqBCW&CDHPdSml}hsh19CA1Mg0PW7uw)>I~`
zD-wNcQnd|vp*3mR6o0nfixB5SO;FRn)p`H3b^g0?Z%*5~n-@SYcm&Y<2luYeYg?aN
z@ulPos=gpz3{-vhUw(f0a`&;z4~|`Vc=Yna!xtYMJa@nP<Q-s3C~EE~XzIvszMbC!
zdecBA1K{4r`N#jrG0SOx^1tZ!i+On6M*+|`ukArz+aKL+Ajb@FFPNuRaqN0o<CUtW
ztMw;uwqNbK(bNC<?T5D$qazCwV@snGOM?K=CYN5#EWeyxelfTBe0Jd((9As0^Xa)4
zlQRQjlLJG;FW$WE>wDJS)ph6EwX0{&oNaAsKLX-Nnh&>KJkj<1(VMY1gR_HU3&Ruh
zBhw3`^Gjn(%j2IujV~?^Pffj^ntZi5_hDsm@XyZUx7z=DdhE^Y#M}9qH;W4|mp(mP
zTm}7Q_omlwj;&oBTsiT2sj+Xi=D}F;tq*{HGXd^iepTM_;mDK8*8aJczPW?<M{~|R
zk8A7-uj`1cznj$7mvQDz*7*;qXWm6MJqtN>FL3{bz}k}`b?5X)t|YeK&N<&xaqDHn
z!@;&^6X#ydUVFFD`EjvpXufB7_Sx|C>ygRf@regrck?ro1C%0-km<*x28tLV5_Y(p
z8!qSRq}&*_S5ZQAS#m;ZNKi>q{LS{3JExA<=Vuqh=?fF0GxWMJAF0BVLdU`IZV*uH
zCE=lD5{%Ap=Zh#ZrKd_GQfnnXeqy<j=gFhU75wC+n4GM%7=5^xRN@AQyEs5d7!L_Y
z5bPU}92HlblbsqD&1Zs}R7eh$r16raC&U)#WagwLr^H7`h3UMcA~!h9-rCC9!QLH-
zWHT5lrFT@MJ})Qt;KBO%_(W4v^Z)Tb{^u{h{Jwb$z}uZ$w(Z=sb^Dg>yLRm{0_1CK
zY+`6&uzlM$t9@2{zCbLNLZL82L*s4RcWwr8X`8oi+_>%64IAz3Az|T>W#yIM>b!rw
z&Of;K$70AI@o2xk-oD4SSBTy_G+G@QpITA_Dizmz2Fe>xhNl&Y{PawD5YH#v(>shT
z)PnXg7(w8I<G~3+6j_X+N--2Mn!rQj*%&;FL;-I-#em>=Tp^7@N5K&eHa3=~ASc0S
zmx<Xf3u{ALh@lN+r@7U36U&{ZR%Z541dc|a3rI{cks<P+@Ns0G2Z@g(^05Ry62peL
zlI)y399)P{Bm+YddC+9;WQjXTf}zTg1fe~GX5r*v=72SGKv_9J?VVhl;lNb^bA~!O
zKy1NSVrM5C77fQ?;M}0rcIG=wcmHa->t{QY&2T#d0>WC%#6<YZb!rI>2Sd5odZ1z8
zJvbC}+u8%Glrz*7<&L9x5Lp;J)1Banrbv+#g)2b}gdoe26fXn`{3sMI9x_L)6oQdD
z;uNkV9~gjPf(lCTK~nuuv;Y{z4@y$I5Pe)oKCWanl<eb#_i`k7xlnunMI)G+FT$}D
zpiar7Vn}Yz1f(MakK|C?0r&D*B)OR5tC9x#`>4F-G#Uwkf<v4kHV(Gm;~MyS&Dq{#
z{g;ZHvQ>wY<Q)f7`%YB$pRDO?t9*30pr^6m<>~52O}WQ1eJW$P`%@)n0QYvc^gn1n
zSeclg9aUdfdEmf-)bw0kc$~K;R47-o1Y!z@Nnqm192`eV;>#&~F`3IJvOIBAh8vy$
zMY}s7;8s*JJUBp>o*Y(?9a~+R-guzsKv`BwRDidThK5>Mn{2l**kWU{6YgM%a<Xx;
zF$cdkh$y(5v!lVbEn9#6#dzlqOG5(-0|QrE3n2xnlM~_tc}Y4!l$sHyB!zkreLUeb
zgs~SBdZ;MsRDD))vL;MP=HqR^o|0t0rpknd;^^EMrIP6?COhbTX$A2<hYF+0QvCh6
zC=uRP%|#{!^NyCrHkQXHgvmnvcqx&-dVdLr0E62YTJPCpzHNi`u1z*OH(74o0FH_3
zY8@n^RHucVs?9uqFtfERswi3%CWd*!x5_;X%A!4QHYN?-KQh~QVzBej;H^V5-N#4o
zG(Bo5I8z!`o2aTw(_THCb@NzWb5X>BG{60+nz}T<Lz#iih2iJ+C$|(wW(9dh$*|E1
zj~Flf*XQngYy<AiXnK&{3cwF^llA7Gc$#<o@1q<5XRh!0tlqqJXj~5g`_Jgf=lQ>2
zPQ>Ry!2c1S`}Z8(FB|`{<`?b-(EGn}@A1c=#tZa?d$U@*vfCbjSl!~24}tBrs{KY)
z+l|WB8|5uGN}F#KH{C31x>eW&xc7EGm^9JSRnWSg-&@fBB>#^=6`#X<!MC|CFavI#
zv2)i46F<rWK8m&nxo!7z+V17F-YaaqQ`y>C-E^bu@TKaeD^2I`Ub_4A(ZGk7BjbZJ
zlVgjMlgr~%%fnMk;D-F`+2vOt0%4ta=lW*np8?IxJ)fTKpPC++m;^0ruLeI3ym|HP
zarc93moJ|>ezLWxwHbVzYB_i7T=xLr-dDr3AI2AkCgujG7lxNsCRSD_mOqWoFMOPw
z7?_$ESX%hF`f22QTmxUP**`HhFg^KZVgAkX@~cm)&q1!j{M!AQwT{WPtD|cdhE`9#
z`_%e!;pnsJh9_f(dPW)_kGDOax$tiJ+R*Ct!L_pk^M`JK0MqnJ&-YebdVZke!{Phm
z$GWEuKbWYz@uA@S^UM=>Q(JGOw%$x{@5nrHC;!~TimQDG@4Rm589McJ?CjH#OV37b
zy&S#wYPf6Qeb>|edk-EQZ);A70%Z)2pP1<{q6doTIw>>4iyNlk`iq$1DlrIG0omGl
z@%sIFnRm{fy4l{E8y%^WOLPjcM&v1^;h7#tDh^J@!N>#{jq1kn!~^IRNa%7E&tIq1
zMW_QqeN-9=Pe7B&c?k*ntn}nqeVDI8M#8wexww!(oH&P<5E@yQm0MR{nwyd+WYIj3
zu5>&G+=@zw49iVT%1nySNRH1228l2on@&T)K=Q5=;9d@k<*ihP>Oyj|bK2V43kr(u
z>>&U1pa1o*KW+GJ<JN6Ez)T855YYg%eYeqW1CUl`W@Kc%W5-UAZzB|nq*6H?jx;eb
z+p%NU=1p5SZvxhcEgLp$w6(Pl3JT88FZlZ0eXH$%aPN;ul0Vilf2(Wt&(@J>gS>SS
z!Eq^hHHWTr_1@_2uR3}nGOa+U4&^8Uymj$jL9sNUFM{A{1I1f9V(eTAE^ah84-SUl
z>F&Wo<7j9M7+phU&_Np(@HEk|Xm`+kZ((8xWCFsqjSY92ni^VJ8CvbzX=1X&&}cVs
zKiJy4VF?5>!yQWmIbL`IjYwn=@N^1^&1Q*-M7FK1tFe)dsVN{)Hws0-;wbPWK8Yq4
z$pSouY8aYkVT&}daNccVyUWPb$lS~pG!Y;Gu!5K?7i()%7iSw0pC;gt?Dy>j$-TQb
z|BKP~zgZh^bhX<{MA?a$*kB(~fKtF9AknUND5!(0lfAvIwXKbfy*<R)8HPk*-P{QX
zHv$Sn#gYYR65kO?1wxYqIGWU*EQaHF4lufv6WIbnv~^`5@lrRU!pV*Af);tuHAJ>Q
zhU$YNc_D}jH?q=$rNPow&KSNUnhPgN-DqC!3@<cYfuKm;2y7zOodTd20U@HCXgD~N
z=mtu@Aj*-;BnUjI5+Pf_V}h7;6biQ9gSYRy=a^0P9DQ-Q<V2BwQ>O2&y3{9aWzSDk
z1MYp$kO#Q;?fC<}?L{p)>Z(|7O^W!`0sXt~me)Nenhs`WBn5>A`-TJuB`2rHC8T@%
z1Tt8BH>?K?1w&z6a3ohc$BirU5K1UwDIJK*2euTro12}Bvnd8`r;yR3B7AbvBWlaj
zS`L@C)R$BjB*p5K47{t0jUfb#t+&|YY-QxM&)CjvudS&8#L~>c!pzFp5D+gI)oE^M
zWUzgQla;A24;!mtL@3F@Qk+(R((;i(Vs{|05$R1TiubNe)8^=<(Y{m_%LVMONb@^V
z8da4UkQFHoRp3Ju9vR`n@>IXN+|cqAzZf+=RECe$F!N)T&E;{2i=$(MMM2)om>@}1
zfJ6(v3nC0|wbyFrZ<gDBHQ)S`@o)d?Y_wHMglB~+FB~f9y?mtqdgHwlrAPCFlGS(t
za)%7FyEKA%<4D4APt(%t3saApr@ERJpPnAMbF}kNT6=Erp;YyeO#gFLaTjV6S_?yu
zWCa|~(1JZpxxsCPVJFM<E%_nUaf&>hXS#-(tRnu|^ZHxuPe1l|?tSu^d;j3uoVIlq
z{ldKkC)d#zZ2#xc_dm_OUx@e1<A3;j*DJv5{@yP>2T<?L0kzrV-GyK%8|XM|y$J;7
z6qmK!DsAZ~X}(?De5a@x<d}68wmd9o?Jj8TDFD-o*XOl;A@IJu_GkIWpXHwb>ihhy
zfsq!E^V@s!fv2MNVNT2atmeB}O}7i1?;JRO?_gU;dBcSRE!QsGe)ec!`0e=Y$lUzU
z%+%=I#Pp}hxz+KxPeXId?`Hw}E)L8szL;MeSX_F!u=sLjrhjts`Na5(iSbvH6Yr)c
zKF)x-Yj0oQ?dZ62;nIyOH#$2zyPn*8`u6dMi8m7qL(|Knv!6z1mPY25MixJfE&(kM
zFD`zZpL@43|9)k8cx~mo&#ibiIoUrw^Llal_44}Yil>YJ{%CgX-pqQt+0Ci7>wtd8
zSFen%Tp3%wHnDVLV)5qK(#_%J>mNUX0mpYoRy#i~UwS@$v2Xn5o5{}iGq>K%-+sUJ
zXl(f*__TNP7y74;KOQ`G|IMM!7q!=(R$c-lNFLYSc;0yT&GE;;weq3y=F_9sdrsf$
zyV&*g;_Zh`C(q>M=SPNz1o+AWy@gT!^0+{+7(YprTBKJCbzYv{T#{DC2FWdz`DyhP
z1xIVkn`^79v$Ml}eY`x`at=#CBU3Rbk~@M;^#GA&TrOE8VS1~@GH)K4iKVbTlzx)1
zn85f{&=&{7)I(z9Leo-X)05-k_2JPWLHeKo9jHw3`C-25`jWEt`udupe1Nuc9-B?V
z@fl<vi6BN7loF#))Q6|V#}wyfrza)I#X`{OX1mW4VrxsIP(;G@kMQvDmX@~4sv0-~
z{kNYs{OezT`RUh<+jj2Vwbyv-&b^y=?Af}@aF>CJshK4x2m>#Kt*ss4UWr8J>Iw(-
zUSRPBriiVZw*hV3xXH%GM&+$aN=W=xuLEDN^AGO*u^944Jle0Xx9_nn^AA*q>7&xJ
z%MTs9{-F29!>1JuEs-fXGQUtDeM)XbQntuD5JTbGI=k<)M>r$!C>$O1kP%264*~;=
zqhK(2JeUnkV=!rSG9Hg~h3+#0f!sSx4R@Is?cQs=$H3gk+}6_E#=^kVV6X9B6LVvT
zqdkd4U@<}B3yDT1b6G49Ti{7!2w0v<i9*2UK^<Hyj4iB8t>Mlnfu}?+Q88#d4qFWD
z|K6$~G=^$v?XuU{X4@{~P209_-?P))+QP}z5sd|DuTa3fu25SqnWt1hw=v(jZNoqB
z+VmG=;BzqD46`>Ry4edD7_ApqE#m-R0jT%7LaZRRmbO+FAY9SG!2t>iz9@IJJKoJ5
zkHJw$G%hGsx+3t-FdQ1kz!5!xP#C783*N@T-P+#W0YEF74R>SPLI}2wM5H?pLlC>+
z1V9*~gu?RXOM?ZnU>e7p%<^Ii)GVQf&Qp=tG7Lq4#!}p2E?5^^Jj?-<eCZwtz`YEj
z8=Zincp%7lB$bE;sp&Wj!WHVUZ=bP|@viT24Sc=kWOw6>OC={u0*__-Ua5}nYRvC#
zDSy&bdao|)K|{`~Gu4k<@|&|jz1OokSp>NE{o~fRPfoVfgRn~<5sxb5dB#M?CB&zC
zduypwma8kw0b&DnwQ)n+;t38^x+}*M#}knGLNbek^}xFz5LPbECK$A>OiYdlk!Pj^
zSCu5S94b1|SaxiGUQR+VkBWrb8@X8Tg_!TMG1_izwB62ZkAnpuVH1G9kbUM()>cq^
z2S*#beI{nW-y5stmc%Qw!-T0poa6vjN+2s;$IT8C<mtu5af+%`bxpcoWr}Zpv?Rfg
zmKw~i%L!~OiKxxe7R4*lL%A7YywW7q{;a@*xgpi*{@D@YbR92OFRe(?94n1Jm>-^?
z6NUP)Vgf{Q!P4jeu~tl@q3mE5yX^P;ZoT~%+a14p*c*q4skLcgciOAp+;02Wb-eHL
z{?pY_1>r0;)!dJ2UKYu`S|2m`@W{fznend1(c2AE4_jVcsy<U3dN@hhl%+jh6ndd5
z=3;g1>C%Yy0$odPU~68`$>OjxWsyK9io=?60_u~!%OeGaI`-G+?t5&1&Ap$=_K#xk
z=eq0v&)oYJ1OGw1U%2=0kNIs~C9Sv1S~@<fv$O?dFWf0<xmVoMRowERsO3>1Al}x;
z1+7o=Ti2mCZ+$%Rv)s1ldF{{hfsO+K0DhX+-V3I=0V6~~+v9vt`flmUX}*`;bhij_
zZ~L7?t+#5AUO9H^c4yDKmqW8-^PeUGk4{gG%#2SjP0p`O%&&~jEWRI`dOkGzcyOe9
zY~soM{J`Sko4MIn(_mKH=)l;>%Zbr9Gm}G~7G|c#Mti$^?seYn>FRmb*Z1;6|A)!f
z6AOcYc;{Be=01(iE)CBu4lMxUUDwdk(jd^MrJ;4`T^;)#*TC0n_D#+_pP7HTurjc;
z*0-?MGrI=zd+$uG-JV(Noc#~oonL#n{O{dB3u_OjSMQImbd9V$9$$SjzS2Fk^kih|
z<?PDqxz%UmpPr5^f(aduhbB4(hR!~E-FV~4!OPtZ*LxdpJwMtx(0uoG`-At#AHHw9
z|GMGo<D#ZZd52C`HlN$ya;B!SHK(Xl8xSCu3jMsr5dq5dn4p|^U0S3jF+>>?B-8ou
zlmfD^loc1D&C7_ZEXk}W%*sxTkMs|avN>!biBG5T=rksYz#xM@Vw!-@6o^=Ir9i9m
z(FCjbat=?<_5txPk=pQ>poCO?eo=a9X?9_LT0u@~Np41QW?F7id}3Hgpj@WcXzB_I
znro^n^Rttq!h9rr0fQ`JQ33Zx2L~kS!(+pAfO~5zN=gcH{d~NMI4tO=w%KP%z~Pt-
z2AM?iRjV71HdWUgaL3>`{J!~L{`&L3{j_1r_T4*n8v*FuwEYk6H38gfX0g}62)yPA
zg<`<Ha5%!$)C`dDuARG$4UIt@y}{nSP7sKfOdc5?{`I;0R@?vJ-XD=9f2?EvR@dsE
zt)mVN*Tp8J<QE-iYP<FD$+dgkMK$%|@u_NEq%JzCsOlh)PM_c@Qo_+hS0uPS&ExWA
zz}3KH@&VY8h!mm+fkGsDvY4JsFlP*laB<vcy4P^`W`kXu4fk#}Hrr(h!eLyjA<kA7
z`wT5C3?L2`STt1NN%K_*{Z+DHwKCLC72>M|<Ie*Wk_fHZAJqP^7<Xr93>3yBko}du
z!5V)FUn~_$LxRHm)PWv2vbD9Np`j(X4fNaQjhnV_GBg7=3Ts!Svnw#{TARRO4n9hO
zQpRz#G1{~BZ=kQu!ti&<zMUv1Q^37E8roOJQi|wAcV}0Kg_E5*2vfAPHn+D04CaVL
zB0N0sBr*k<P-!$Khs|X%ICvb{4TVF%F-W8b4ok&isR%e8Oc+KXiAV&|#RX?$gD^67
z*lS>CYU*TV1$S`3AP`hCStJ%~gM;IvqBEjm(xYP1^wFsyVR0&Tut4HXXAAKjB(w_z
z4cX`6YEMDCun2B!k~@QdB4J!HaC;=w1_8B&IomixtZb}I3=OyM+_mw~&f~Y*KiPfs
z`NiVae9gf`*~x;i>(wdu59M{$=iRJK>8MHVX)3sVFr^_`R;FiGCkf8f=|4VgfAi$z
zk?O=KokYMP^4JVrpe`abN~P4WnVv`(+|j|>#n}=DHHEtxp^)Y{4=2zt0vrw)5R(kw
z=L$7Lz$~aF7e8-SY=kmBL0gieKU|&JcBrtezOXPgluL4jTJ3b%x69sStMS&KOm}Q>
zwKc`MI(Q(Q-Jy<7)|OCvTM`CCCz1#ltb)(1O4pq`kbJQ|?Q%oL)gxI~4rg9Cn0j`9
z;_2G>GY1kbHKbiWl76uv^;B(KW1+4gFR-~ZthFMdxh(u}L2ymFZ&j+#!JL4@1tE<^
zVTW>qE0R<t@m}DuHbdKx9|CwdQ!h`{iBiI(so{#0Fs~>-p^qn?;|_7R-ixx>Npdt(
zQju99il(CYj+U~gm+A*@H1wP+KUW*IKUtFM>z<-QRmXBJRENB|Q8oVH$g4}`&(9PM
zoG-i6ki0)iSRTSYo*#6rE}^3#1?cL5_zRW#(<Py2O2aPK#9TWNe{Fvp*Z@0E6^FEB
z`yEaH?s*PBIQKp%ZoLa|x3uL>X$#o6ThemBxE1VtSk&5G*!sAz^+`c%Z+`33yw<+F
z)@ONb{rT-L^4eeIw)N+>KFe+C%WZj@+uEB8z_{%RfZoD&^%S-}Dr|cQro5H3-mPrB
zT6gTqu@jx=Z}j%`kGvaO7@uF61XMaTH9R>!IX^M81V##vj!(ZCc-__g<m&y0=X;-C
z8y)Rkn12hL3G=gH)Y_}z!54!cUW^UDTbiGlpP7FD`t6IS{R4e3Uk$u`^RfTK_`ulQ
z`{~8O8K8xa({mqY=0D6Yg7I!cOUpycK!AIfKXdQecjw+`Q}fTJ7yIW{`sP-<r&jKb
zuXK*Bbd0Y8?!7a&25=YX_Uzi-*|jc!z949KdhPM_+Vi=!0ic<+S2JsGW>??MuDqLB
zc{8!pKRnm{YV>B$z{%@f2ih)WR37zDEc8z)&8j<j=;Ff*J%gREX79Y6zx;H#;qt@W
zhBFa4H312E!HKyc37H|WNkQR}z8Z~2?HwMZPL2*P%8V_`iOWk4O^eYcM5w|8r5dHD
z#+w(a^Nt8t2L~y&8o94RE(9(sBpQow<1txEsnpk7>7|f)da^(Y1Bb^HD+C&yIwB!F
zDJLl@J25;iMCGqw^Qm4cVNq#TV`FVyZOM^?l^0L896wT*5fc%lkofYsej<Th?VAx5
zQIVUOpO)yalnR*?KAq$(;>LysrN-(3_X4ZKu|swBwN;@({!A*#6|kwDts4@7!(y;l
zjF*?P?%*Nd$i-mszi-<1uYddHU;p;&Z=1Gn-VUI5H$dNQyVvWzhG6V5usRr<Iypl{
zVyR4~K%?F5>_BI>wY{w!%+(bEhq*X8;@r_nxhy0o@LT;}_<EgxaPN=BkU!$leto@t
zk8MpzSa?EGennN&>9hA9_g%mHAiumiBr4u7I3g-Ob^oDbV1^cm`u6tqCsSE?0#zW8
zDCA11SSH|srd2kJMrYHhJQiKT=ScW$?&o{*Fehs}D?@9GJ+@W`PR`~iv;&!fB#{wF
zge?+gO~kqIm{^U%GcwRCS?`}2qsxd2N)FXTY2=Z<(ip8$rw|H=7%K2bp^;)bHC&_C
z2L^bH#h`I6It(Pj=$KTds|(!5${zTdcJ1A@3pgqEnb<kneBoXjTXPiBN$n%{@#4EU
zm>KN&#dz1RV049})owQz3mVQv%=YjDx4^`VFWl>FZw|3tM_-7&71SAmM8a@5ERjeg
zk;qgE1$ePM8FWuNcu!6N^<NwsOT-cJ?gW%88VPm7qCDK-7zb-7Gb5`#JB)X1HQ2Sy
z$Y_s+?LH?I49B2wy`;XOL6LD$Nl9@jiLpu1kukc!5S7wLB9ihv!RsOk=j!P0XoYvR
zC!?Gh9!P+`bUc!barHnsf}tB2q$3&$LBi}D9l*?=U4{l*zQ;B2^_o-N$DUs(ZqD(o
zi4itu_@6J1?cASv=Ro$g^2F;E33ux=u2#j=C5TER88u15vj?LF`;LPM-~GjrIyHyS
z^zfvUeH2QqufI3&#<95W2m}-Ya(69YPDU>FJE4wyP)KVu8iGRE!D0JAr5Erp4sF9@
zxrGG?lB0c6V|;Rw1F8$68!A$c)npW<1WOnQtdkMW*~HD>5MsK`(R?Sy*@}d6BDq0v
zaA%mk4Z_KR;(-O%9hE>(i8$41!B-BYJvdqV?9%?1*AKn8da&nA#l7~z&X%0c)|{@B
zMGw!EJUCr^r#<iLk<^O^6E4)nU96A4dL-p?L-OgG=o3}?Q#CPX_s5^FOFXkbzO5{>
zxj4MFG_tK+-(C^bT&k}x2(Qfvt;q%otI3WmOVMS7DRmMm8(~d#Hj@)!(Moo0itbcZ
z>eYta+bu<1CyH;kWM9}H)ts-cj^kBCv%o-*Gi3qY?U~Qd7CvZByK^`Z41+#h7*wdG
z76s7GmxXsVXFhDne$bqGw=wNzeZr+G{gvvd+lN!`9ZSD+B&D+<83^pZS`&S#D)Q@d
z_dT|MaPECr+<G4rcmeK~v~&Tjmw8(s6}9#N=mllog4U<`Ux>H$d0uOOUfYX;<1Y)2
z4*>4XX?d32^fafbH@EpoUJLk40LkF1x<7yU!{YXbr6;<}Tkn=1x=?@g(%H+8?smU@
z@os8xVrhJKWnyl5WNKz)YI1UJa%N#-W?}5(@WB0tSFc=azjUSL&b@Q*-}lVUyj`3h
zT9_N2ns`4t{QBd&7egQ4%uY|tO;3*w4u5>};r;6m@87=tFg!3k`Eqjp{mjzf?Bd6n
zg%8tn?`P&fg4y6Y^nMy%ULFSZ-sPpCl}{t9-{0r(V!b!-(~E^wz`c(qSMH8|>KIwM
zHMY7Qs|&byZtV`J`cAIho>;p#x%yygwR>{y>Gay`h1Iw7E3YOOUyRK54~_S|9enis
zP3MEY^VjY+oxD`j(3V?P7n@d~4ohIj0|naX<kG{97w&gFAAdZ!{NU~EnR^3y^(S?y
zrSgy@zB+>MqvI>JU?7`Vp;UT%uTLru56n!`R}`jJ7pE3xMr9-f$4B~x1<SP>p++qV
z2=dbS%fxb!bIIUxJQ-9L&fSCPK@tnZzCONMt-n&GVz8MMCRHF6D%4)y0X|{z5ydqn
z)eY78<++h@p&UL<Bw^>|B_BCbee6i>iIzjx&b6OtJdhR@;xFYZJsI8{W`I}_7pN`E
zPAf=H^79gddasa0QOktM(P3FhvGEZh*(r(b$BrCrsEY^*;xMRga95}k1ciXPySrg9
z7@167UQwBwSKx-mZrZ%<uRr|?xcArJw`|(F3-}zi?=jkCXu8M9%mCyL8Jn7znuGC7
zd_KtUm3nx1fcd0I1On^sPNR?+;13?hq>{bm(g2O`_jpbC2lxJnB>7_<^Y^%Jzg|<J
z(Sj@oFv$D-^;?hoU*5X+Ft4OMFf`If6Bwb7tvzt)P(x!zMs`q;P9zk2vN$4vP%e>x
zR#sqA5_qzOT$WP82bEj30^Dp81^7zUUIJjOWsp#0oGXRk%3-_9WE6j`z~7HA6N7jz
z50#7>=;Nsm5T{1^6s3fgrAHJd1Z76}#`{SkmD~^++m}Q1L_1Sm?dV8n2^AmitI+%V
z`icd93Ry}_bYfH#NC~HtC?4)u1RU<@0&#G$bAma77Bx2v9N`9qI9j>8yZWi6pycZU
zG2gr67lR!?o9_J$G`P9B?BmkheP!%WtxT)r(FkxP)Eeew<pSB~Xm9Cgzt73h7R(1j
zz@Z>$9EpUZQ3yO5!6thsMO<H*2+RfJGwDnsk$`f8J2*mZ?U7CZy&%>m<|e!L8gAch
zux%HRg@K8SEyM%q&Y>`*T!EKR;w_eXizPB1k4vM1+iE}@Dp>^FWef_<9Y%mT0PZEg
zAtaPD1>;KdfHO&Mo;0kGLzD>_G7*E%B~!_u3D_3m@ZJ5rvpr2OE|j!n`&LKs8&lM$
z^CNH7WB~5HUXgUIJfWjD`9f(#UA(9~inTvQe7-(<u(!Scep5+?zXr6e(XnhYUdZ;8
z@+At94AfQdNEFJ+9_?!7=3)wS*adgo<Bqbyx;vs#c1YMhn2RYIZb2nDdWrCHVe-s)
zO>(3nMX$(B)Rd+NRpo@`#`%Ka1t|?GrNN|hgp`irli*a81J=bF39&>#tlU9fF3cGP
zb%HxPLLm+eEFww6Zp_r)Y)J1tQ~vVu{{D+K58CoO8Z&MlPVG3F-gP{;`*dOVse%W`
zbMG`~+-^$0*Ov9@bbjBZ^1e$I-De6PoXmfCy0GVLN$-X7C+Eu_o-FD*4t5qlI9YW6
zc)|S>#a(Bs@13pfI8k}Cy`tlI)zxFAC#o}wWBk0SZ~@vbR7lJZQ??Yvo!_5vx+39J
zdCb|WnDezU7Y{_8tqN_)_c@mB)taw5QS5iFBKTre=%uQ#^W`BY3j-UH6nPqQc_`<`
zfw;a?g}o>8AGhcBwC8p;W!$Wb>!?rYY0K$7ng6II>p@e-qt@*1*6fGPnGcSofBjtk
z9@{@U_ZETbF2LPCYP`VM0Lr`oU)RgL{|EHuu5<4|;fYs;$6o>l&S~yjhu)?q`OQxX
zTAmcOJT7YKE@<j1ICihF8D#(7FK>TT*>b0{{%m8*<<5IA`d?4H9|q$jmdB@;$7dGD
zrspPRW@i>=XBVcY=f+;W>AQIOWLtZ~xeG0~?_PTKx@T<c_0-hI*_q+lnbE1q;o-rz
zgCF0Hjtq{CjEoEp4}BOOd_Oca_+fP7&D7l61yI^u9a&r%1{-q=A3!e~a8i6)836*^
zySOk2w7dukzr)|-8u)t6cb`_@t*pISSsPehdos7$HMx3wY_)T2?KW^bOs{oLt#ypA
z-56fGIkeh2ywWwg(mS=<KfU^D`qRs?xu@^P?mvBbx#RBfGZzjYZ7D3S2#bhT`T8q;
z{NzftM6MFZRBV~XCoHjGf6K}1-CZxoyWh@SdHA}f<+5K)4pX6HNCW9&Kf2I|#+Oq$
z0v4AqkxIdk-zdPnDN&Wh8P%m3g;}ww@xhUysz86KS|jrHlYqc*p8&bYo5z)M`67u>
zq>xBe3NJNaUT+^isY1!-gH$3ig~QV50s<pK#Gix7vWl}Cnj21CJbAdOJ}M>@&~Z#`
zNMT`m%dxtXtqq52ib`{mGh@T_eoAjox{Aw;^Y_h-i!9DeN{J1Z1IHfKLoNWnXjD0=
z@r79_2~pu$sfq1PM~)sk5EdN3rc>6NQCwZH7&HOc1PKJWOqP?An~<0UgCjR>+WOPa
z8~*n5uN!{f0`ho4JDZ`YCGh>3SnM-0H3xBK!0O=W<icPuL4GfZM8f0oAnDzc&60xQ
zl_I{tlezwTSte2|<zJt>Z?*j+a_^DfcK<^^&`;o7U8{e#j##M*i-~J!Ztb}L;OUE(
zH#+a;<QMt*2T7!IFpQ=kzo4SLJUKB@7Z9M7N(5{cn??a|n56<wnE>1rq6pbk9~swI
z&Xe(JUZ9s&Ee=$R<U$&kfuVukSR$0eLQ2FQ8egWyhaus+i#RARA<j=u(s|Qk0|YrS
zJ_T`_j8J*Jnj0!6`+MRvY>a{o=OArq(0z2corvfbq7a1pfIb73Mk-8+i3BMzS{2|>
zPY#1YrI0*8V;J7e4F`JB5N=pF9Odi)xEJH9_LZoVd>2OxgIya8cWp2;*ko_H+uhZg
z$H1!PoDi+d&x=RJ!;vo52rx3t*&6C-<?Lt;0?=HX?4T|VF3t{4j`pt3V4N|8j)TiQ
zsop}iltbfE@Dwl-*~JlNYYmJWE>@Nhb5qMbyUlj)wAj5H2sGAO?%CsLVeaM#p`hJZ
z9ykWpoq<IIk=<ZuXFE4XYY!NNhJo{`9s;Td6AP!HoXJQh@JPeBGCUA$5}HTHNw{RC
zgr)Ho`1uIE6`lefiHLV~Lw@%hv)RW@0~bqMbJR6ag8#+6>30ug->OWxQIXhDlLWZ;
zP?Dr7*0U~60=W0%<CebLhw~D=m3$1J=FTKy83ZDmOc$}ZJSvlj1U+pKJlxg;X5sE^
zfORz{;~c3(7|FwhfQ5LVZK!yN*b^P<=UJE*T$8UaP75eZ)|93DS7!&;<%ic~>k8sk
znUS*ea9K)-G%i3CtYC;JNHWsS4PpVeGe<dEBOo@8))sb_rZ#3KI2YS60j4HKa-}A&
z=XlZca}~X(iaQ%pukMe#Ru^~ca8g%WR`-dVhwWMSThi|wOS#*e`tW#G@7aR>%Vj`M
z&KC5X&VPEoxc_p+tLrr{uU7Y+FY7&9`s_l*^NW>0&n{Izy>j3&$Q(OY^Wbc4&&B!&
zr}tkyQdpB5q#{FwZr0H<YE``ULT%=)BL!zG6Hb)qPgm$K)I?o97;~jgf3_m%M6m{N
z@9{!4;NB~>5!dUYuhvGLEe$=A>Yb;hR)ljq4<+`WE9pIv_vCo)(^CaKZP}fN67C#M
z>N{1?f3~>0HS1w>Mo)XrlM{Kp$Jg~|&+Bis|A*$@JYYyzw=@8O8t*#s{@u+Bybb?b
zrMDFr8(yq)@9{slH@CSjx2YFEZ&7P+aqE-fmY$-f2l<V6@{e>DG<Fm>-L7css%gD*
z@aV-;XKwZOeHaALJH9wJ3A8XiwJ<fiIJ>a8u(UY0Fgrdu`t<qZ6DM1aH6OZq{anwJ
zd+*-$kB+_@8~ZRh1tt$q&Cg9ujE{^AfBdYW@zJrd(Xrvd;o;$r<5TZu7TzzfjI93q
z*vi@{*Z}s1#ib!Yyeq4te{k>o-~t$0F+a4lF!Zg?`=71zc4_6!(#m>M+v3`j*|i6g
zt9M3MJAua6iTCE{>h+=3YwuTXykEKfaiwec)05Gq-l3UCuZM3u>}xr5X@A49vZ~s=
zg2J@aw8)4El~M`1x`4zYkxU8*)JLh+g(qfL9X@{M`h(lO@2)?3S%2bcOjadDq=AzJ
zWS$ROrsc~0JVD0?SH$57WpbIn);BsbI5Q=>tRSttFfA`5CMh-ucpJ1@3CP{`(Mo*-
z6{;YmSAdsHqm(FBGH*X0zhGZ&uosx>CQ(pXo){t-=8mEBxbf+!83lQMA%W^3ZBj;3
z?V*~>*Dszr+n$^f>+kO!9PFEv5OJWo=ty08S$=9Z7=9eBi}X_}*c2s)8Xu%CN{Ov0
z&d$$B(0GBN#mpd$S3*=MfZl?vl-P)nw8Yq!#zT$u`y)aEfgg;B!(h=UBCybr2qYpw
zC=f(PMfv;t+uJ+*_S?pvf7$R0z}}6U!6*tt6EjmVQPk4P)N-GRg{6tP1>jygdk36{
z2Yvm6#$mH0B7ssNReLJ{>v~ItN~yqCA<-zMe|8@KEBk*$?mhU=zx+c#&`;pMa(({a
ze63LK6%iYM{LHzBPkOtb_MN|cB_k`_TcrZtRt}399->Q#i3$OCk`ywzfD5X5Xea~?
zbzoC)V4^O~0|63N#T*i!iNhjnaY$PM2P@&>=|m_7VFh(CgxKzMg6wpKf-0XW8et4|
z*ydul1?{|>gf!uJfLK(QU@1OKP7L6>DalSelm!=QE+;_b1V=8?is5QOciqRwLbXDM
zzr<5S^N@SeV?zTIqQbO3N|{g~;&HjaRm`E08DKiBI}!tTMS-fHEl4gyqMVdUfkMu8
zak4Zv*lcRJ#oBx))WH;sbYPNDVlG*&;L3$`;3aT{Si+sHfsGacwSz<LU{HHk7kj9)
zJt+Lz+kuEhD-6tzh;$$#9PluE(17L!+2?9)3bist+U<h@SFrK!eY>|=?%rl&u*=!p
z#L3Lq8Z_B$-(tRfv-R%nF6PDvYjZHp0A*`|bF#rYStD#rkhaDiF8jy`JDMAWj&`Df
zb~ZGWg+uU2XfXpXW0R#Evec6deyUO)#Y@akN||yAL%<_a$w)lT<^SfK{#QO{rso*o
z-sAaxb#W5lb2wKN-C3J)zb@x?P5SNXlsgAfuU6=frYjC4@(-p<&K=Z$=swna^I%qt
zOu=yz&@fCqhUkVSg2q1&5(7sdz~OkPBlu>iC@U(`oQbvJGr-RuFY?3*IT!&8CFkRG
zYIaV7Uu#|FrIzB;4Ou4-rk$=&Ki80P0l0IU@;gqHb)GE0+FaCDlTwoGA0H?Tl2T<1
zG#wO;Ar=m%yR8hiTO04TG2LrzvKQy{|FZYqL2a#B+V6k&&NnsFGd+F!Bp+umCg+?a
z6aXQSgFr;(fO1A4M9w+qoHGIpHaTYlHqJR>n`8{w*zTVD;?vXL-1JqSy5+9wx~^KK
z+7g?M{c214Y3*k{kG?bjSt$=5D_5*_X00o8K;+y=S@`8b@n}WFOhe4oj^vfjl=<e^
z>3YRvZNyZ4<a|raVq5%TYy50e^jJ;!cx}W&Tl`v2`i=hV>wTFEt%<YE@r&)rYs$=9
z06Y6~#~Ts`DxwA|qK9e{W?Hi+o3eU~VzNacI9p8*Qx#btsydc4*OGUmzjCf6YpNk-
zp*?M}BW0#JcDznLSRv}kXEvqam3hqTJ!wxS${vlD-W@Dj@68=9k1P;ji=}=u^|5yb
z@~(BIt#zi}>dOY)J6j(;-xzzlKNl#0SK5FsBK~Sy68P!$?(}tK#{ZY+`fvH&e{Akm
z0)sN3#RYW@IF;ob*E&$@W*=KO+|K?o!geg>{jd5}=a8p-kkfTHr}K7h=S={;Mao;n
z%9}-ioZFYOn`W{aCbJtS@>`}#I~VGE7nK7uv$JbYo^F9iiS3>DTRR7vTkm#u4-P+k
z{P_7#pFaQT;PCL}tBuubE8RVv%HGcPn`^ILKi}DXv-5WI&F03|4hR}P`1t9=;o<(f
zz1^Md&7GYsu(b!q;$FXg_3HW7&Xc`^ryoDR{_}rsgZk5-w?2K|1omYBdcSb*=F!n>
z0KJF%$K3nj@T>QGZ*Lyn-hO{)_v5YI&)2q(r`6_PeVX0)JoD;LQyYI8fBt#w>BsRW
zM>EepF2DM``s!%q>F(^!$NiIwg_RAIP%e-fFz5^+k0;`DBf})X*DE_MDJd>0E?S-#
z8<mg{ACr`tmS0lW*3&aIb$RM)Q}2i(t<aCkH-o#G+PV1PK{{h3FD!;DiKH@l6grUi
zGQ}cpj6w>yHzz$NCoMWPJ}g?!69ew$5}9lQolT%{hzt=!7$p`e!Weu3DU?H?vjT}!
zFTX%17Y|?qWM&O9wYKpM3M#Ly?Yh*LQ&<oc9}}*KNJ&p>>u9cPs1gWR_z)bMNtQ`C
z@llej<ml4el!ElQC^3sozy-OZLOjtTT1ZYpWM4<Uvb`=jHatSiPK^iuq{O_8q*U-b
zd{%UXw7ISdlp;bx#)GD;hleZ1%?0g@K{=ruK*N?yCIUYrVE*}sKYaH`kkj@PNMJj8
z_PmOQwzjsOo`#mz@rJ&>ww^xN*45XuwzY9WJNf$hfOKOHlP&<GF-#hVLE+FzTsld>
zqzKv6zvVUlTle`#<lf6L$8Yryv;x2Nocyi(GdR42l(doY$?Lan&n_&scXlNtB#?*%
zaQy{@Dw0D2Idn2L*gpj88Q|gU?f`|D=-Qd-dShTXH>4}l!WC(b1EDr(8*7sbR>mrB
zPG(-N)+mI5t%aI_&d=KF-|1?9r>FCszRq{Ln*Xk;`p?>`|7@c5dpnb#-R#tYU5r>b
zC_exe>S;wl>3dtNg2Fo*kkF<<NCRIxJuh25oPz}u=NcN|;fH|-d1AtNp^7je;9fFN
z7~_NSA%TG*IB$PXw3{Q$0b&U?Gq%vvGt#iNGb0fF@OZ41rM{;6DILu-#`+f^mU@nG
zb5|#bpC^hO>=oqef`ph_nP>pmKqtQg?u7w2GpHFT7{m-}V+!KlfY#T@K-)xL!`4^>
zVx(rKb=Fw@w3+5PP$ueUEOk`DFdES1T7fY=Efp&e(Pf|o;1;5%X{2&m>zD7<fBe19
z$?vVTR1k)mNFyx=Q*E?`9?D!BW_ST%tmXzaz}lOF@<y6@zybYQ`=Q|>9w@4xJ3YXQ
z;_rb6UnM+II1dN#g(3ip^7lpgcp;rZ(1U~dZ+(7$>;7-oTJ8@Q^yYCI;z&K2!r{WG
z>GGtx%9Po%gt_vBrP`#a3Po22y*@FxE;;0KjqLea>&@xf^hhEZiwJZ-?rb~RLLIH4
z&QOG_9RkF%xk4=6?M%Gj20lnV9NHw<3r_Gu5pgJjp93C?pa(le00)L7{*{*Ox&E^8
zj_i@<w9%H-iMI5auI%Oh;@cCocc&VzkJOB{Wml#NQY0Z!Y@CqjPWG|)K$u$ToYz-5
zVR-Sh!NoJWs;BHtG$c4!RYc%ON%(Se@={aMRF$GHo2$%Z4V8$eY9kk0;ue}?CaS_l
z%0wgO!tpBUe3N3KIcla3XlTU)h3qROyqSi`s~ri~m8mP8Nt3nm(aNx?y2z!r#9RG2
z*OVE9<>B3Vg5E;OV1;6)Ic=gYxjj>o%<%FuIqRZ(LgEXrj$tmh7u+ANTj|PQY|mWj
z&Rp%uSm{okYmFVQlqmC=&8dX`BJTa+!rj%@-L>}3t8LF`8s=NlO2UJR!~AFJVgT+g
zw<az&#{;qjd^=e!pQ?$x(UW<zHwyqT*q*720;*s@zboy@zxDb3t^5B&b1yJ<04-l&
zKK6xpuV(}Awd4BLJnb*m4ZywOul4I(TdwjRXaxfy1c2Vc?wch&w@Q1~i@UBCw9V%>
zP31O@=QmH3w9nM^E_DvCPR^~}ym{}{tL?XYhr4h0w|Dk7w{~}S-+egx1fcim<ENe7
zxAz}DnqOM%>%TNKGW_uIqqpz&-W}}k?CrjI^%B(f+nqfi>fL|)c5i2UcWZZV2axdo
z!QRV_7f+r&c(HMJYv;k?;fqh7-hBSN`T6tKr%#)pKL2S86xcXAdh`Cc-@9@2{>{e^
zU){&-=F4}tHV$sT`Ec{i(b~q*(u)ss&)!cz{V?_PX#DZf@cqM~yYGhYydA&4xA62}
z`N`hmy;oz)x7zzhlQQz$JiXy?1R*$x&khA|;!!eDQFdBYaZW*2GJwO9yv)M<oV4t$
ztfHct=GL~}fzHb#MYYW|VL03kt7!@`utH+-430D^EILUV8OP)b8B8XR%a%#_@ljzZ
zap9?Pvg8;^e561j<Ag~<MPi0X4ECZ^*hIRJAxn^lCqy$vLQ*J;zzFpxkX*ccVD=~z
zOQ1@#u(7iv(P+)>?So^ZrIi(N32{OZKQc1Brlz8-w17b;0mBCd6))t1ak<b0g`}b&
zy*xiHE}YM!29a^@v_P+LF10u-adNnCa^zA`PD*05EGsn*aBq52OjLxJMI*|@yyp6<
z_U5{{=m<J!$bx}s4;NQw0KG_iBn;(<^z?AEN5apaKl|NxfB5OdPbW{GJahJp>IGFT
z9njy^xu~HIj6sjNS6^TK*vD53v}TYF$iP5<HqeHMc%Y38R+Z19ia2yBk0IkTWP)${
z-oL!zZH$h8tAC&s_^qE)zjgn(q?FQ%s=0-wwQK8rm->rKiskYMaM1)|XA7Jeux^-O
zth=wPBe*V)v9m<kn1HDwXP9Y#J0i#v;pu4ZW^e3+v2=4Vftab<n4U+$b)6jy9pO5*
zmZ}EYKk8_HXKeVBk>L+o8vm-U`cE1v|GTc*Kbz_N-rnj|psN8p5GtdfB59a#f&<^r
zmW(#QJLr%xMiggLB0ygUV=T<T-_arz=S=r^^FiDBxub+E8hCXx0r!%LWD1EyArgS(
z0grX|bb>kBn%f#1nCa*ks9Qr!0)xE+0zEA(^fc5@>u8-d(!XG1p^Jo?VjOI|-R<##
zp8i;8xUGq$i5AfJ0`3KZU4)%EKwr@HwYC7Wu{wG>z<2Gm=GpHq{_?x?KmN;wpZ`ry
z<ws-nlO`IcZ1gXnZH(RFmaZ^!H@Kyjy$#rQG}pJ*R@FWIgZhvEuKwe{nW+BkYGW9P
zhJ?7lf}J6L_U7&oeFsxDjFm<Z#**d@V_@M#52z2)!UJaEi-HEZIgou_C^$E~560i!
z-opvx^IExr{2-L2vy&yt-V|!9Yh|hVTc6+Gy8rgo`n!X<eR<sGMCw4UbhIdXq#$}E
zPcfV;pD0o+)g{hWNB3ki8<Rq66NCCIC7|DXd$u7vnnLwM2Dl<TkT543h=aKeD72-m
zI|S-!XAN>3JRmwga2;QJ10R$b7H#Q=vGT)MV4X}tJgkKz=S(?SSrG?_x2H_rQ6TOv
z68BexPc+8Qv?WiqCQY^^jW;LvltmWDQc^|!Ny2~_E>1@GrujO!Li8Yd=gqaw7^t35
zKlul!&KZd>q$)gMus|{cv<>AEm-7YfNtE_v%H;yyM5S~F^mwbn1`9a@`OKjr&Q!Hz
zts{25J7K9ga;jQ9RLmYJ<t;WV*1JJqN7}W{q^WAzXqjlTO19J-d$&LPc3;*^ee`Hm
z#B_bkQd`Q6zWl}3^o|UEBE{Lq_>`OOPhu~dN;ze*CFlNN^=en{d`k)tS1ffT-y1Hx
zIgmY4B~|9LdJ0&hHL}}R@?I}B?cceye|O-`a>v!qoGM_m78x>K7Xxq?^mwOh6@Y93
z{Q_bKwbYUT?v7W64;G7tOC@6!GC;p`4Kcs<`Tec?|D$s+$eZ|Yc4zCyDQw4CY&SEN
zw=$KtGnIG#T3N>?X2(t7obKB>#{%H>g6{Pq<$6ia^-|?(F|dPZn=NXY1d+s*-Ls7Y
z%U$C)Mwjm1xcl(=^Ji~1U+?VhynXw2_wC#59e}!f?>`*9|M2nc-u|=aFR!j$pO~2&
zo1C6szWVsti!A`S@Alv9>^yw-^v=TvcON}`@buB+7f+wRe(`Gi)z1F*`;Uiv2fGiS
z+`oC}+THsrPo7@e+PuI2?%9XK4Uk8C97%li<}*OwPg|cpZhbu3JOVKm@85g|nZ=*q
z{?_OBx9<Po_5S_W2lrkb-g<ek_VnH2qrI8?Zzu1)9ly6Xa%cDQ`sSt8joz!z`&XWg
zuD_VN`C|6Q(~0F<eM3`4<<(3!mrNqYDC9ut8m|b8lZ%t1WxxP2B{n=WIi{>2tGFOL
zAtgQ`J*lX&w63kWrMD-qvND9pvO!@qO~4oi%p-t6<B0__1z#*9QD{UW5%f7_B5r)7
zBvB!WmU1FR%t$daQp$>o;Kf9V6A~iiQ4%_bLgmtAv2t0gg2n|9Orvu-BnHFF*B6OG
z0mpU_^a<wLBw>=qrpETp_SCc#u~^7v(j#Qzn#$7h;`~r55$EkrBL)fCG`WP6o*=I&
z&8aKT%T0@oj}*%IbcKYKn;O$rUp7BIJUKd0oR=P_kj6!Y#Y9Sh1_RJCaAFtnnO$uS
zmwMWh5)^bA-p|()KrhM>fkZ&;pw=)u8$iF-R^}?_&zv~%<GJ&vFQ}<pP*YV`SJMI9
ztD^-R$}a-))z#4g4E%+A4UG+v4hSMK1a!RR;Uc+AAm)dPxbz4SOCjZaDfVxDe*c#J
z{}KDWf6M>t+dlvQS%J!$+V(Ex;?mXm`NhV@ru4MbFsT?H6o7=<K+KI@?d`nL2v>wP
z%GMZRrfYAm>tbi@?P%feVhhm46|Uz5(ZbkiqwTa&P)(GbCK{pb;;8SAF~&IP*;t%4
zH~Gcd>a2zNFFIPk(^UH(`dYs;)%y=?qdz*?o(*<4WCz-c32+$^8Ad<|{cRa;#$>cU
zpkFfDi0o{JcQW&Z8~URxL;aoU0d77Rn6HNuk42S&w+{fmbSj-0N@p{uV04xW+QBaN
z7?>5z+}Kjzz(m^?W)8U5KhV<>^m{eW>S&)c)K{}K(}6=xUD0-ccxfaYKG4e%VP#{X
z4@3@d$T9T(7xx-lnd=)HfVtUo>gRvfIP-^#Cx55%^S@sB<==G9|ItwGXJhqWfU5x9
zRLdD^f<-}s-0X?o=wLT{512XV>)Pt5m|r|;tn#C+_8D)u3DFHk^R}mW!h_J3ScIXQ
zt)@3zkLC^K1v&D99BAHlJ_s{cFu{kg^mPL0Yais{fOAE7qoFQH3pCsmgET|io1%~=
zFsPon=>;RhvtRqn+*+=?dnKnYpWB*D8!8MREsE+(mvkrbl}Wt8Y{_D6!hBs!UoNXD
z8DEnS*k2)j3H%@C8*^i6G(V&t8tMkK#n?bl7Pbzi)))(0ECPu`+IiX<dDv+CK((=O
zT_2>8x4nrE__~BN^n&XKqD}Zg_Gyy9wtQ(%NqBW4r8v?bgdjJik_XErW7QFtiUmD|
zyi28$?m|&rGNUY(ToOwwie(hUgr-P|BBEP}EBK4L);ec(&wK~dIThw>TP^dyoGY9x
zlaCZhE@iRX5=iZdq$~NHiE{CDrDUQ^cqK3NaxP=6lsjK1z1|UXqbqi$MLt_28YyOt
zm2#Gw<TpCwZ!43pwZ~0WN=8fglNI8{2E{F9>P=<pY<=WpwQRmIdbK0@c3<vdb5d&(
zJuU=^H9Fy;`-9lSvLc+Y(3o*|pnRnx3wV)D)dL+xBIxekxRlvj$f->Ts)-Nk%w;Zh
zCO?^}*}HS;@WIgbwcgd9!ty9`ad^;FZ8Q)$fTk`$T+rPGaNC#50rhK}7XWa7KJQW<
z_ezlv>@ZcM_}b^gKRWkjDz9ZKum7cb)-yr<U(pxP?{WQ_8TUm30qlH%5_qkkYptkz
zwYdB0v2R1?Tv_J~Al~{*3mqeC{d2b`)}E~1fBF2?#`ey}=GKet?N{&K?d*fL?YrGC
z9o>VS-8}%k>o;zXP0kLFO)p%%cKiP0mv6SW_YSuA4mY-T?>~KZ<Nm#CcW$rWyL0!+
zgGVo)JllN!X7Ba>$GzQy?T63r-@LbW>(0`H2UlNh+<Ck61el(E5i<ZC@0(9Yo1Z^!
zeLC9u_+jhl{pQD`tz+o@^SiHoK0Mz%eER0#;l{gLPv5TG-<-ewdiv(;iJNaGZf}p=
z+`PQ@vUll8_uPHu?A`u_dqYe2#+L7l%&qkgPc<~RC#R&wMn~mjq!#67<Yy)UwLnr-
z7(m~g)VQMTl;WH;;ENldq)14QEv(3|X{l-KZp|t!@TZb2?U6d>z^@1DjK$&UERIOZ
z6N)KR8U=`ZnY3^rCqXVrl#3NYCTO~b^JozQhFrpmi4>+LMMX!;C=3FgiWh_lh2dgy
zC>2a)Q<yYLC^eXf_wmCzVVqpuoJnMYLJ?6}URqOGo)jM|=5s<RM46CRU0PV0mrcb3
zZw3sF5Fit<(i0Tr1(~h&Wo-@R)ulOknemA+(xlk1qMYQ8=BkC6(dmi7s<Qm#_(;&^
zjR@m|;&W($I8Sh^>}<N!+a47q4Gi?gppgi;tvwQgL;&+KD~PQHC{q)CRh2VmPM^4N
z;T$jqQd3j8cu`dojI{w52MslKjf?6a1yx%M<P~e_Y8jar+B+gB6hfGU51=<f$`kYH
z5&+>+PPB{*_+KvkDn5tbxc6(n%Dx@{Yp=kSp^=fXiP^b@p`nqA@`|K{1esU}<PB&9
z6mDta0=ITY+F+ojj+Xie6AecTZEpuNUndI>gaO({18#cO*5HJd-p>e&^S-X8K|a>r
z&PG^wGfId(8E^07VTMNOIM{1IAm@w>zc)7c4r+Z82|0tbK8c2$^>xw=anU0<>yljb
zXzqqIHz04&#XD#PBQ--DbV(Q!JlYHkH^c$%1>WPqo_=l){yr`|4nryxvbpR~Hj5(=
zaK!?)m__9PiuG{;fR47aL0DKoOps2{5E3pZ#K*?gSVvbyS69_QU(L)|3t?yG=Ys)0
z4-z4R%OrZcJ37Fv>|r1;(h_NB@hkU2tc@&8bqzr3t;#PNs=rtos6tHDtPIYZYM(N=
z_>-RM4|=LU9+%1wR=VdskQM|lN6?O@`@0f69D-fpcz2|~6KHj6Ihd%qT7xF1QGlaa
zkdt|Uqlv$x5zf&N?_vhhZvpJFaWJBrl?T+w$wD7vW$0oHM6ebfNGlI}D|dTKS9=RL
zM@vtPEtm~-MghAUJrm>ex;npn?ek%0rT*SfZeKp9Erm8(5;<C=XpLpoh7s$-iOMAQ
ze0A(Xee9(?R&z>7O+r9_rRe4LwtI_B`SEm`FVYKXg#l__2-MXUhOvME<s2UEOvIpk
z?M%I_wS8<g{b0I*D6=56MF7eaXK&~W*Ck*~B*FF>B3x4jr!ke0%0?^j)^TLpe35fc
zHhr)d#Kw_YQi(nJ>?>uGkt+FcmEuyVyss?!N^QzOO-g%lY<>)z6NvV(Gl1xxaW++z
z``aCJZ#I9jG-9ksawV6iOriFq(nbsU)8&$x3h`u_V7P!eR>WSYm992NtTu<QG=(iU
zNam^qW5uE4C9H*7$y#&ddRxp&lVYk|I9ALBzcN=XU1^G1ZipN!<qZ|G$IC^tH4)3r
zapPrSHSz$3pB2{N2XDRa!#pi2Wg&BQDYtry7MoLM8sg?azqdW<T2K09ePm?}E}m{D
z!WkumA_vMOcScHHt+emny0m+<fAvyHt~4lv=RIDf0R3J-xufM_0D1x3c4aU+(rAEq
zL5~;UE`Z*iY!<i$I{*p9*FGQqp}99xxt7rb>RLw6_5W7u89g_?)Xj{Z<NDJ6{WXu{
zIF~IO$bh?6b3vLL@NMW=C~TiC?l?|-tL~j^8C>q2x-q``XzAXoTQB!OG#hBo?!DW1
zv-t$fsT~|_e>i&g{=>U>2YcJQJ5QfKUjvT46SK<RD+7ZQ>$e|mZ0_yuf7pBfaeM#6
z#`e31FJIk$^5n+D2R9!*c<}P+qt_tz;_=h1r(0k`?)~P*+viVT-+%CE?eU|vH?QvP
z?LIr)-vHeE{@_^03yAmg$L&u?+yBMA+kYSK-2%CBn+K1d@7{XwW@-J|%<7ZL)u)r!
zUryiJoV>L)d~IW3`H6DoZujKPo~awalc8^Xxo>2)@5*?0Pk&QWQ+a7|c6xGddQx3^
zL48F*VP;}UZdzAMZChhiW=d>qlr%9lGOH-LqM@k1qo$#&KD{v0pAu~22sZ>X#&%Fg
z4-bC=k;NB?q*A_s&*!p4oX`jXJ4r4{RY+pR90i{)=hCDs5Z@LeW>exKB>+2vgZ!|5
zUSwdc$fOZ~!x$ci3-k#g1p--sNWu>drP8RNZ%hLT!Z~TlMLC&S$%!#C35$dmvltb5
zIR)t{!9JdDjtB-JFi{cKSXn&K-EyV3?NWDBTT^94Np@<oA`YN$g1n+EcWV5~{LE-u
zb4@;=`DmFULX;325iaEg2YB<?)Xuj0j<$L>3z+WO7#r&t8)+lp)+pd6jIf15Ep4n#
zjg53Jr~-Av2|&LWRL`D2e+rc9g|q7FD%#rW+S(dw8W%5UsH<yhf{!Rub7My*B;a1q
zoE8h20D46ns+31lNZ0^+C2XRA9{e@lAHH$#*I3nW$NYP)z~a)%^z_`oz?GKf){>&)
zl*B}tNI(q<1TS+S9B_qMf$R9r5EHbuzLSMExU3w2u?lpt^nmN4EL5QeCoHu7V07`{
zV5X-?I0&2Kg!i){1=>mY-eE#4jb!idYw6)(jB?V3LRH`}RZlm4Ur$3%w5F%yMJ!4K
zhtddeR1bF2AiEx;FWt?E>S91Z=>V-S)y;zBYUztK!Z}%m2DvjrynWpr{k&b6Oe$Z<
zqqCS)U{@{_alorx$Rx9gI0Duci?MfsLmjMbfb*?0JcQ&Q7=ne^nduv<8yKn^8)=%E
z>LBba{Cr$OX~8lHTgavPc{@8fKpYX)4sc6*xW$*U1Z-?;WoTjuzFwcw(KrLQ)<prP
zGP`J^eM<BEAGOZ^(M0RCrM`-V?m3vLhL@vtkUKKO(;n~XfcLN`d!v|vu2d|_$KKT0
zS_^HV?rf>y1=aOK7z8*P1!GJIu4Ys(YmPsRAB5lq!pR;sZV&?pQyrAK9>&_x)y~Wv
zVd0Lna6?+S0Mla!a}Tt&JH`s*XbOXZH_0<P+CP2mbK~t=<Ne{h-aK|&GIgRnYOGjM
z7eOxK_?Gef+G414RWXYVaecYWrsSZSME@_`+j?)Iu^<6(FTx#WhO#hqgFro?2p3DJ
zmo1!#aUnZ9;q1)3t+aitHT>*!LQrM|j76}cNdQtG2h%2@jby>dY!S9OjZvRKh$GpG
zy>-L=^s`v7-b~VP5vw&RpeY`w%p~_0ur3$zE*FdXi=~5=QBy7H6U~`@6$zyY91$La
zMHs;JPP>_@L<T@>!u+pf@ux~7CQ8Ca3IvzZ8K6e<d6OlAi4xvuA!{&)Hj>YnuNE%X
zN#?3}vz46rYTj%GXRMGmR!E<z;4apRR~lqXwbH3l9w6k&67Ed7aG_c{TPYeT2)&X^
z8!2Q>lnQ36WW)KqnsC2pKTE9sAH8+|DDyP0k_F9FCtUB$nXQYTtcjX!jGb==^c&lo
z&rahwa6GmAp+7U-wQCXyGp$LtN6Visv^-zznD5HZ2@B2?`i@seUF%Mt{KCC}en-lr
z0D9X}D4@+dR4M_cX9I--z`dXYe9XNykzf0K_{Zknp0)JeFV%A`{V#Pry$95KdM~IO
z>AwQ-vGU<Kb{QxlK)P|x@ig2@UMKJ?o6BpP&TpM4ZXd7gnQ9tbyfk}b^7`Yo$D8-x
z9K6{7ynXcX@FSREd%3ms5crZEg1+mgcOO6P9~{1Yz4_|)-MbT0Gs@n}O|9L1m&b11
zf4=$l=q*UKIQaMyK<~!Zoo6p^JbH5N!Gjx*9^Bt}dT-;=wTJ819$vfq^7iAc2QS|}
z+j#rr#mn0pFK+K{KRI~!@|buJUccW5x37Sd7eMcEeb_$k_kP&={Au^^pmTV1|Jl9U
zPu8#9UtGL3K6PzqVr^*p=IFxx$+Z_#>#xSHy&Sswq<`+-rJ388=Wbt~xzRtq+%q`Y
zt{iA->jd0eS6fw8R@_uuF*2YWz1-beUk-?OYV`8(mEPiltd!)ajNI6Qiqz_s!rHdd
z(uTs=jA%cSpPe(p+7SlDI5=ayf+$2`m^dabCJFS0<Dz3^q8JG;MJ`T@lqAde2@-C+
zm>td})BHWD{$5fxO%O`KdH^#VN34$*9v{eLk(g{EnEqh0h$$)2S(%AIAt2;3_)Myd
z&q|Jp$WDmOii?Q_osmGCkV>vC$g9lFrUl@9ot-#jd`5g!Z(9TKco-V!>hEpqRW>)&
zm!+l0Mn;JvB853Q$s@ykb2Fn|9Sy~WnX%C_AaY2Ij|8LP6cT8*u(~^&I@=q#9IBI(
zowc=*rKKSPeEQe}or9&7m9eR*F35FKQ8{_`%+D$ScU4ZEJA2~HnV(OCyDF!2wAFNV
zH7{zat7)oh=xXX3>Y7@B&sM;_c%gtP0Cp2xiUjn!MWM0b+~_d2ltUCSg1*N4!#D2z
z8ms#4n19a|xOVO4`1n*sMOAiIPDx==PDVz!P(TR^@WFtHGKdEfghyC;z|A~iCO!xg
zf0Q}F-InNK6MzQhx?1+8r>u0oGgkXog!w5Z0V(5qai}N((<LFA07}4iB@^L6!BAhE
zwWpVvpRXmI;=ramQbTO<Skpi^y&xA|lDh%J$Asr^B@Tv$;Su5>7|Yv|;c3bCgVBBL
z{84897@N>w4_b(~mm8RPMH5JPN+=_UOb(<_No+3V*s6x;PxAA?xuV?dVNMXx@3piu
zML0qI@mO4tHxv$h8Fb9d^(=ro%-R^_S-3bO1N}X@EE0=>_jU*BDr@^M(CdJ-baJq9
zLEAZ_p(uN6s0~OhRx>uZfP@&pZFKZCPMrVccPIYvPim*Xv$rwub3@>L(F9)%a4_&f
z**I9~+FNM5!A$*}Y=O&GkSi4HVCDt^gKTOjGgUVmO)OkL2n{q378Fk_y0>*G)`lAZ
z3nQaB0Z4a<0n%6tV`%_n6249le`h;i48+sX3Ij8Cgz7uO3>@GF2s>R{Yk=;j^>n{_
zUfce9^TUz6o}AFuB+7JE>_lmFbr?Q}?or6}YF3cut7DcL<3K02J~04r?*Qoct~KAA
zt1pPB(R|@<P-90kBRAXQPOpnO#N85D+B$|fAbf32zHqOmA4EIY-U#n#0_GM2VA?py
zMY5xAL=Y@r?9-VU+Ll5}rP)Q|3}S<fiuv{<1pq;L%GAKtIG^s+pyoKgT&_bV%f4Lh
z+mu367KocOcxilJfj=zB(Ex37&O+t)PI^B_`q|co`449CXUgO=<q;FblFON_{xtev
zHghO9^h!3ZKZB@D4(v@08qTGR70^cV$fNm`snXD?62@>YX()#{UPzlRWzARe=PUS=
zMXd3{(8*%<OeuG^TrgA08!u#x<WooT>Eng0=`!I+KBqN0I62tPSMLW;&F^F$=2c;V
zQx(xG0Lv>CBW1FQ>d1*2`ACJdAqgK5Vva|i^0fGm5c{)9Y*bSw6J%#B_Z2Mm6b{xT
zmBlhD<LFcMajRgK4G`~_b}r!F&J0F-D)mx6Z@5f4UKIgw7i@z9?cb@|Z#swTU*x<0
z&pE}J$K1P`*1P&E{igM<rS$>;K1ScPUQl1?w+FO;f&Kv;=UR5pT2Aj;Uhist&(-|y
zh1`zm+_v%j){)ZA(Yk?Y<<#oL^@nRu-aOhqcy;)B`{SSAeLni|Y4iR2XK!~O?Cw4~
zd=G*oc0T`U|M30p%U93Wu3x)!d9bmiqpqo=XJGXDou@Ch4qw0h_<U>s)}xmzw;wLw
zzQ1(q?$WJWEB9{Se0qQF;riI}_~qGw;l(R+H>dBtzO}LUczfr`{@dqAhi^W8*!uW>
z6L9b0-pj*x$5U)yxOeB6dk;519BzJm4|>1bU;DFTq;F`bXRyC(K-u2k*4p3NKG@ka
z**A1`c=qnt)hA;s&&F1sj$VB{zWQYD#*6tI&!(^5?H`$~s%y#4El5d8DK07)9lm_~
z#_IFO_a5F|pB^6^9lEr<II}oEJ<zXgYN;%#PA{xZs%*|Ksmn~tjpoT&J_JvcHwuk)
zb`SIhy<et~9hVeaRGi<`P}5XXUXYfMrU*+77o~*@Gb1HAQL?<4h*(}|u#1C_J(TL_
zP4@F~M!*p^HcoH^==(-1glQl=Gm?{(AZ@HGs;@4HkqdzQmP-kegpw1&gsJkdM2Rqr
zP9}J`h)8&4b>*eT`dA^KjSrGAX_@g+J*^F+mwSL>p{uL$$`xgMS3_!Myi_g_O4-S2
zu>+U8CMO45TWj-jQ{{4zM9hv-NFwDT9+wsu8!^z|IWPbw$K?!02$ATA#kx2;LTrE$
zys7T-u$tyMRn=e4ocZze=^xLZ|3y{hq{_JyXHNb2^Ur@cb@F>n^>cc<8X%@vQ%@Uk
zueO1<v8kbhBb-7B779WIJgS&alS^4~k^Iy+NlJ_;M#fZ#XkX)e_{P0oV^zN$^Y6I=
zH*eg%a(N^!HbE+u7Ut#`WM_*xY=R#a=Ze8PA$^_TVB`wxXyu2p2*Oy0xL5}}TZFh+
zkld{T&_+&HXKnPpGr0)3_m|KRScJeUjOU?{`eh{3Qxhm+o*RSeKw~(O=}rV9_*&{H
z;JS->?p(S9J=hlSZA|hu<^|h^k&zKp2L%lkMMFoB9QpoGjvrJI?7+k!a8BlaXlq)a
zJ2}Y9)ftI#ar6%k2qu%Uc)TwOxD)b-Y<2(zSTlHHyq%EFFdL+$8N}GgQr{YkoB24q
zdZEp%40ZI?4UDvmO>|7n^uYIP2*eD7K@jo2pj^=KFCGr2a62=5ge4kf3*sR>+>kC9
zJ0#rP)L6q%Pu0Ri-PAxuL-qS}zx?j>kN>Krdcp~AhQ~Q`X#t=JzRq4KTYD>AM{7NR
ztU&V+;(-Wug9f?S0=ovly$&Yl+^p4s!hwN>3PKzuL?;p6k>d{)h9Kj(-r-a?EYb{R
zrt4~B?2WMU$JhnB!TnufSd6WkgPAkZ#M!|V?O^PPG_Zqcnwp$7(EsW>hXcU9!+Bj9
zw5E9CY)#x$d2E#=B#Y{rAL`MhATHFzE;q(?Wl*YPeXHXA`YVJlRvPck))mIn=zx16
z#ttTiE><=!mJmln3zVU`ySbH@rMZWht_SFiTd4clXoVmRi4MjDdxH?TP9Q{$>ZmOb
zgcORs`*PTQIibY@bQ;Afi*8*T?hN4bYOQc68{eDiKad#$=r@yYn?$lI5MpX#0^2f}
zH3^hB8amY7%+F54QU8SbnSXK8{y~nlu9e~jGx>96kqcFd+4As_T>fAdYb1|7n$H@^
z4;{>*UP=$?PY)i-A&uryM)Szy1=N{R=1ghmXdY=Khd2T5mV_=;au+JNQ^m~5!qAx#
z_FOq{p+Y!c&Yvz0ohYD<=26G;8Pg@a@d9pN3N?r7gw^@k^}=^yZe~?d|H(4NN^|N&
zMdWa)Y@$j&R3>Rlr)CSB87>z+&Hlql|6lwdC*)*kX>3S$N!UPjY<F>FLx!kOL9I?;
zf{@~6Fuzt60VsE(S`O$}na%3T3<Yi8vC8n-hM4KPsLMsd{sKO@`;B}5Yi8~Lje7y~
zuB7&@0Q3dWo7#6=0DS@Urhcg}==-Y#0?2^ZvU^r@`&RS&RtkET3zYMD9g}%&qXlh4
z72TsP!*f@bZY)1|aes4f<M7k=r$6s}`n>n);KQd^M@LT%_8;!=KRP&k{^97&pZ>J>
z{{7C2mrs^guXgtIR@XNJ?o|$qE?>X@@Wt+n?e|aL?5{s~arO4Y)q9Ut?mbw#b9?3f
z?b|ONUVD6Fba}LIs;76ddu(Os_N(h}4xSzyY<zmZ`DZY*cC>SJ@aEv{%f0Pq?{=QQ
z-+v7#_w&*2rw=<vhg%;G01|J4jj#RLQJGs*nOj_uTT-4^URqFHUfNVst88u`?iyI=
z9a-xgU%xbY>+;N<(dCB=w_eV#KOLH0ZBq^wme!=EX91_6it>_ct4q6E8}Ht3f~b!5
zwIu+(>(^J7mgg?@_tZ6(<(0)}mnw>DlXJ@B!V`IPF(H7C^(FfR(gX1<0)<QEh4JE&
zVv39NI@=n%n(9ikQc@$tawbL2ASH=7c~P?Jw8X3kF~P;r%g&nW<4N`P@w9h9*+Nke
z7y;*-n;BDCo|+iTPfL<^wUoBi7e<G%Lh(NI08c(CAW6#0jtb9+ki>99IsVvKE^EA_
zb-ur^EHyb+#8(J7snHSj<wYIMwGDOUt!;I~WBtnhj@0ZVQ3RhWVI`!-^k42CAHQ5*
zU!Iy8D-yAoOcIYr7YdmY2?spV)z#F|Q6C#C1Kdj>_<DMxY;8^S^)G5@0OCD)?%YqH
zR8&rYNP0b8HA4gN0dx_JnVdfLJt!@WbA|?5My7`PCI*0eHFPxejdYQK?P>ThDK|{Y
ziVWu_$4PTi6~#GmrFrp1nb8I5U*&u8H}3t~ud;8)|Jo~XWBpEdS1+9!8Wa$eot_D}
z7x-}dySoOuI|qA!s4NWL-7&}o8tekvywG50OAn})H%y!64WW2hyV$Bg^#5q4`8&Aj
z&mlghqEK{{#3wl#pOr#SiY0JEooEy!PvFTHV?)`lj8F`h<-%j4*;FJw#Fl_H4Gpx8
z;k%`U`6lu`VwlcyvZEvf!4I(G1;B+Ns8BzIkAsP)gE`U9IRwN-pkP4Dg!T9HClY<|
z1V0Lm#21tKf&gl;2S|YMbhLAV0O-{-(^l8NpbK0Ykk;0A7HS&jPoDYdtjaGc7fyjd
zHFb@1TH30X7KWZ4PCnkwNSLLyg}#lY0mQ}#0W))Qv;olT>243W7u+>Ayr_QR#JN*{
zICuI#G%x;SpmW+(U&Y!)18$@5frfyXV-U4W^m7UHbPV*grw6%32`Di_Du>`n!=ab~
zXo5QwZK-Z=eAWY^L3X!NFugOwiMa}DdRVZW?i|T*$(G}jM1e$ixI5I$)6U!*VTpCL
z@xwrHE_VKIFn<qNpf@rEhYG?u_;^9kC}T?tRYQZXo>RPkz3JXyc54c;J|=jsHg2{m
zzB()<o90%)^lXVDFV@B_HO9835XvGw%VT`{%6QM08}8237A4RbIHZT2Dd1iwQww`T
za~pL%OBD@k)r(LyReR0zXx(#eM(2I4)Cou<8rqDGHlv~p32+UDlXhf)O|jT(s8BFb
zCTffKuMTsr2}5_q`z%y&uGNd?N*Pl{)S0qS(3NeE_pOzC)JA$Y#s@2N*d1A%vM78U
z-I;<hay30|d*R=m^?#E4SXGOBFQ;<>_b%7OELBHMmq@3I#q$+m%Qdo<y71*%>0AYG
zwhW*wd%l9RRLQ+s&0DP%E?4oUi|JE^wD~d?*j}p>t<(zV%GfhN@mtQnS}nd-FI%gV
zE|hbois)l`l<_?J4A4K63dRd~Wn3?B&6B9pe~>tvR!MNvz&*G%ZKfuAqEbFnAJbpR
z&lkA~eGGgoe?VydlbzcC=52i<hT%|=Kx)e3)u;3FBZ;X3Ts+GsKOBFhEPSppcC<nU
zR1JW80o;PtF0j`CcLC+Dbfhe`CW39iy<nfoZ*y(R|8>9jFWd{zH??o|SMEK&?Y;IF
z?)}pH{UQKf%T%rc?#=64Ex5E=bm?kQ&q6`hWMRi>amPq?-$d8s()jheH(qQ$+k3xx
z^m+Re$WD8|b-4TfBXAgd^6}`&`}a@Y?LXQ-eE#Y4&inV<FE#-8E_ZY*0rxhwDSIxD
zO)XqszxU$#*5St9$A_=p-ha9Mc<b$hH(TpZAK!TP=<)8x!|kUlk5;E{OpUG%&EB4T
zxO->k<IAI?%|9RQ{O8fmr^C(t-4{D=9&c_u*na)!;4NtRZvE-wTTr0W`&ab++MgG3
zqOf>LL{dadYE*JYLRNNKaeiJ+acOH=O;35lKw0CJ%GQy3<y6=3RbX~;d1|eqp*y><
zDzB)bu(-UetgO4c<Ib)1P2gOy@$~6q(B{6jzP@tn_VtO$(Y%5jd9)-Vjv152&MJva
zEeIDxQR$Kpri{Xg2<1m|c@bQuIFv17ie&uw1VveKZdGw^ZbDQfn?`VR3PvM^!M+(1
zUTc0<O==?7--qDhBq0&PXjG~%&fmq|$H|37BGi;+G*oBEM1(K_zP2p2wlr17B@(gd
zKvx7az#}6<RGpbzpOaphnvfADu1ro`8M=IPYP_eWvM4zrQ6`Cz3Q}U^*=Y$yg;|Zw
zH6s&)eS<w|xhZ0~kSF6MXC@AfT$-4;QdX9yP)I^S#%D0r-`|r&3Xn><fO|_yzy;L=
zDm4h`94svKb#zoOUOWw0_m^M(@bl0Aaq{GMs;VdS^wg}Z3{j2{H)n(k26SdXGSc~r
z7f$NyTre}$w}x7o+gJeZRn<_{(p85cY?(}QOiWlpoGb$nZ(dSeMRrGHabJ7I<*w>M
zWzE+(AHH$#*I3nW$NYP)z})<NLt_ITAMA_uN=b^#&Pe9a3Bf+D1gr}g_#XH=(|nxB
zo^XPjZHO}v+!~<G&U;v2Wcol^zIIrICfeeRlf@ZNxCYhNS{mw-C=1F-WE5u#(&K1s
z3W^d86Y)G`5@6xtE?_$gnP?&1flq-8$aZ2XJcj2|7#C8WM9P!<rSjdPX%688m=td(
z4uJ`S;0$jYEK<)Cp&tSW(9_=8-U{sq#rb*$1qb*A;{5R;B=EMvpksr4F`iC#ju3N*
zsezfUroOtW=6N+ORXt-}9Rr<ns%L*Wed6TVUrwDnc?RU1tDI3)JFjb?4TaevkWfoY
zV-piSGcyBAFe_|h3Wr;xo!}TW0tl{bZA=Wng{O<Bwa)*bf8j?<z0*(=6`1J-2P;h%
zxPhOu71bZb!n-nqoS8uw7T!g|z$VM+$zfD6#giT6B*44Sd|<BD>S%M707nCUAR<)~
zSdtK0k<2QHCdIN`;yJEmiIluZLZ~+q3#RSh7C59;0LljVo&`EX16^T3?uZa?2LcX_
z$D#eP_HGy}km_q{eEw^n8(WLjH+oVV<ASQ?IMA^Km+b2m#6qrj3E!tRma<S6zt9-p
zmPRg9_>@LrmBsw0iw$?D>q`@vOdQhHO3zN`B1}gMs;OnEs%C!fyv5nG*5^;#T{z{S
zdB(*+#n(!U<Y2;ZwhVQ)pregRNG-s<;W&#Tk^5MgXsJOyluz$X3+hYtAI>2xSM#nn
zidSj{%QgI~wW67FUVj#)Ju##qCa58f(3Z|>$>3Hegr@TS=<b#-rsu6xe(#|3gTTWi
zpX=71L>(*;jh0A<iiFAxhBBQtRKT4AwhZ+Viw)t^m4fk7_E-rE)MP0e)Oaxy$SSVn
zkOy-q6D6$K3jRX1Xs${Cel$_co-X6hRf-m>z*roZiDO*Jr4HsZh6};3^G1N=IER(T
zc6ZnM#qr#C5;yY-DQ=`Ve7+%JtQ>S}BY-biR~9Q8ZyRC<R^ayt^?!z`{j;C#*(8=r
zbt0`kl~W!|PvK$}WS0m6CYg<GOyTqvgmq>M+q3wcIl{I~UR@%+E`i>f!R;*!8>@*Q
zu8e6(=QJdTcIArtiez8=eE47Jdo#P&vwLpj^xpinz;>1r)UQI>zy0<`X7^1{S<1gm
zmVG(MuZIG+|NZgf9WuK?frJ0o4##G^zq;~X%j!O^?EhAo-K*){OKHl*^q!@R-sQ}`
zt66<3f2rQptlqV3P(8<O-Yn&6R`=Cx<q8lv6ae(?y;|6_SlB&N)HPY$IaYINs%Ls-
z=H`QYuXbJ?d;rsHJ4YY34i9z?wh!OGIQsD9!~3U)hfm+_Kifap06%=Uzw><K`O5X{
z%1eXwE!|BW{ayXzgOe*uH=aD%I(W7J`SIrA{a1VUU+><0wy|*Q*5d8;J1-wT+I)QP
z)!m!VuCF~@y!q_v#{Pr-&l{gUZT;uRU4Xuy4&J=mdA9xf;hUHD0Q&BIY54+?!)NfL
zzjE*Xo3DL7utGw3B(jvrkqabIQh8itd{TURYHEH)R%v=pc~WL+N_ItdNquFbQh8;v
zy>~Dpw<I<pEiFAeKd+#oysWRM3$X6%mrpldJbn%=EbiaFfA{A7d$%ShMzgasBvP&@
zj2s?CO-vKTr3iRoM3x9Ij$}r}i4=*l$OM@zN+g!?1Y%ZrxG*C%?${I}K_TbTaTuhx
zJ%k<TlP(i<l@~S_WJ^fFbgYMh&4}Uigk&<s*Ut~*!Xk#$mSxpeq_e5mP?C39etcC?
zvV?^vU@-)5ClMvEG&Qcfx^$qarlX>$AU3KpJ!NUI{{~QFv^Uq}WhcqQzzm&2%1?@k
z$j?o0Y^)v`z1%m@ot~8>mhpKKPE=e(O-*S{RdJMD%mB&s!Po#lcQ8=`K2XI1dX!wC
zhydd$l;8k&49dpJTw723tontYRnL8|a`ulGRe#dgJ#S;B=ZuE<`#Dp|I2I!WRDhow
z@E6k2Ja4F{Zeea{hk#ny*=p!%t7=@(*4J{x*vld$1%=sV<@t5BB^|9bmwK9quXIk0
z_0CUSUYZ^J8t20|?)@68`t6v1&lTwGZ7#0JVS)ED8ZIVQl$<0D6OlPIEF;8~=I<1W
z1ASMAW2aeX3ojcDjPY5t;b|Xhb+#vj?+YiPO$bgVEN?q;FeZ}bmB0_ojG&byiJJ=J
zOH!oV5LconL`braWH~9==qR>R6w6V;Kt@m?2^@#=_`ud2Mt1?bBZpp_5Kt8Ep3Zel
zWWeI-ut=h<z|WNGq8k9e;0IF+Lg@!O0U3Y+*3p8Db)xyZ1$&_bJu!H!dw{o_i?ajN
z&f35T2%bQkqdIUOQ&U${QM+(f<@~t|7eJc11~7C0mys^2pI6sZ)znc3X^%knU|^(e
zV5DPcq-$)fZ)$32W@c<|Zf<314TV@kAm)IBO^kH(buCSFu?Q1_gORU|x{L8CxaM~l
zlarxd=8_ON+s}#{U=u+@MKaJ55>iM&NJ&7(;K&a?9$4cCBI%yi-Vk-Hod(+%63uYU
zkmB+c!G%#lSyHcPIxLCn(2!0lj}2kFTjQ+s2yinB%7*4_M|FV_G0-5Ct*^Z`utxyS
zz+Nb*j|;-x2@1C{wlUNB+ULf@D|rhIQMC$Onbf;Kmp4=_X-lTnD1s{^{9BS~)Aez)
zO^KbkysCIYQDk6yp78Np%e|@Qs$@RL7h$h=#`xsFo1OXI^85)~wbL-o^Y%Jw_S$N2
zjdS)|=Ut36eQgX$C`-DFH5Fq)Mi~+9wP;S-VytnVz<In%biFHPu2wKz!JMmNE!J>W
z>IG|!l55T3YfbX2^^p^$lFk%*T{N*eid><fmMZ9lk&N63Mhr86;B0GesH*qNznQ80
zKEz2QiUuu+#8xHYE0aPB71%_MeF6)aAMRO~j8_(M`bv1Mnbi7Zd|gs-ZBj6}t&R^U
zRrnOky~?Aoz-O#Iiw5i?dJ8yxg#ba1H!c-&`|{acS&ZgXQdN9VO){~&kl$Y>?I{wr
zWHL$>0pY<=jQ$U3-S4G-)+I9ku54a^QCL^DK$$BXDvNALpmE)dyo`VHF#6Hm;72$8
zpGXLu3=XzFf!&fKtchi1aQtHkuHgYFd5B9AH#jqlmJ=SD6-G}H6608ba*B5()hB@y
z3?3<s7Z%0v;yFPvtbpu@(Be43*FGPTTd$_JuVi!qApxM=o1nfh=Xz%Mbx>a(yzzy2
z|K}sW34MXXSjKVvYA^OzlQA%8_CH;Ae|6T)>b{fNeJ7*q7O2c)uiZPxfoom2Gdpi(
zcHGSBSkLNQ&+c3Y*1I`f;P$w(J6F=%rZd_mvb(19m2-u?^TmA&CB2{)OL~_|dY3^J
z1H@Hc&Fi|F-LaJ2xtyz9%~P)BbY0EuS}s&B6?e}Ubxc+F&h$*K&aOXv@M`zX-r+XL
zQ#;r@JUV#);qAfx%Xhm^b~YdF0uX(F?C0=qe{XYp_u0nQ^*c`nCzjiK$Ll+Wo0Jnk
z1~9Ys^x>Ps7ki)Xy?nQN|JBU3dxJB}otKA|gI6XOrq}PTK6`zCbNBI^o%>sF@4Y*G
z^x^2mpFVDV5jkvsJOm<#7jL(oY`uC2YIpO={_gYl?_L4%1NadT0Dstj4eoyJ^C7_7
z74PrOq~LjA#F$MN@mMm6P$3VGi;0ejjt-MbB@&4|A|f?4rM9NJuBJL8H8mzOQXvbA
zl}BVGB{tPmtu4;Ie)jn7n~k@xH(ot`^z6aCr}yuzF3h(zHUK+?sBoT4NK?qzK&mR_
zkp)~*m^c*RVtkw|B_%2|BQ7;1Dl$SC0Y=zj!!uH1@-q_?qr)h{*bqN=35SxM6xCT*
z-cXt+3MJ73eIohHSg9b4MW+D(wTI!c9z|J6McGLNe-C1SXK7w4u;G<*sq_#(F^ilY
zC-1DUoET8f3|&$-*2Kw#3E|?t)`sb!OP9d(U13gaxET1D#YalBQ{pO$a@rcJhX$0&
zj>fd47_orKWm8#nB1i|u<9u8kU}%J`ue%fYLv(^Ki;Uw?a16X>kdJ*Z)}BT3<Wjw9
z!5ClH<7<)@hNr=;Gtwv!i)7KT5fW;AG(R~(nwBh2Pf<t&3`eAmf$l{^Jq<Hc0|?yC
z$_}cjucxk~ZDekS4Z!6V74%&h7#<&)n3<fJpP5~lon4rjTbP|+0<QdXU*mlE#=T!-
zRlgnc@3{g+m6_?evEpzBUqX(J7sSU4!o)-l-G>^CruaKB15w;yv>*f>>I1{UbUiKA
zur``RM-xc^Dk8*%hehyx?ITHE@u2|;?7$>GAzcEzRYlGDN#)6MUXUlv3my~dk|FWT
zlz66#+>$t`I0hn`3dt5b_Y|?Gn<A$h<s((1t{h5joNs{ylfgx%u@SKpTcNKZ-B~ll
zUNsP*8tkAI<e-Z~01GS=su!H<h4e>Rd&4b!5Ws7~3JJ9`Gc!`ZsCw?)8C6x_cBrPI
zp{aV|;?E~fgZ8ez5dd0iAcRuY*1Mo>cv06_!@yKc&-nC3?bB*n7jz6X42(4mOf<o*
zo}m`dOBtE!8k%V8>H}H^1+g%pyTc^jc60{=oTUmz_j@0UGhu;{7^(voYr@7FMUd?x
zX$Vn>4cFh2gR|n|Y=BOK54bk~9_noq<Y-88F^eF(B=N9GJkLa~TLK3YMTH4)hSFe@
zEHOHjiw*@5W;VJMgjp!smhA@Tcsj7WP*gX2e@BQr)B>a%J6M@u;5I0jwXM0KxzShW
z-kaTNlNGXZsaFBtr4!g^l}eA@!>Sbn6%j)<QS<F-6AcMX8LZ-{ko<_CmK@RDiN-tQ
zO$`|maUjY;_oU&^|HI_u?<~%K2T}VOseKM@sE#qzbktRI(pUGiF!Z;xAfl|vXiI{l
zNeEIu7_LEbQ0IE+rL*k^OV~>-vavG8PyunYm^4vJnJS|Lr-h|D$#Q+fLT%)5k)$z>
zQW6$i6h_Py6H|G?00rYXcnJ|3gofIK=kV<JCaVA84n0lv(H4`f<xF@46DA^AQoOY&
zURol8MI6^LFUq$#4iKYvW|(JAgins#Cp+9LUE-F&MS)5eyA>#KH7Vq#Y-URit2LM1
zmd9-emCI?)46R8bmBa+)$Z>^ngq8wPSDCCiUr?SzNfCOov1Ta4@0<+($oI9#5_#7q
z(podQ&1pc1A-GbisEwmDoD2Z&dK&%WZF1V%_zc~_IE&-o5XWmy64gYpGg$snLCzvC
zINu8?4)F@71xK^VQ7oc_?9UDKr2AlK-e`7!hnR$mVv{21!89y}>VuY0{1t5C*M6@6
z+?&$2lHU1$;$A?!fP_K)ioO7J|L>3dE%bW~y~ieFf3X_-;<Ec|uEbxt_c&StAnupC
zo7r_Yqw@|ZumQq_v%BtPb>7YFxRcp&E34yXcE^pJ&YK`-E%!Ke;y8FBr*kE{Z7QdI
zte|VExM!xkZ?39;p>|-Y;mS(W@U^Cqbx`#~>s9^NN`SJra~W{&ai}pEaO+&j=~^jN
zt`>DK6|_%RDrb}vYjePS;mzBf{r7M8-tNEK{rKVC#}980-@OKc+s#*xw>MvWc>nI`
z=)>N-gUy}&jqUw=&$eb)A6^<;ZB$OxbxyYSFJGR%vwU}B{mItVyRT-iKOS4S(LXld
z(RZc0zkh6M?E1~+H(QTCfMklJmmfbo2W{j}AD;jD<FDf0ZJ_df|84`YE<oSi&BuG&
zPrq>Q#?irRz`dY8?7sp#eC_jrNe=;jIG`BRAUY)w+=2mN0f!nc=7IuYVLT>9DqzJa
z!t%3HigPovfa^k(JUUDq7a_||PHd{GSezVxaO3);TQ}}qUt67<S(q3HHQd)%S5}sp
z5U&t%WgL2xh!ZX0DMTEFm=h}#fPA!+czI@OOhHa^PDXsJLM)f@qU6Gq#K@AujI8uH
z@NXa!{G=jgW=c$RZE0mu7LP$72YQ3dvKZi?%V)9(0p3msg0Dw@dSXFlGC9bXhWD>7
z$!n{xOpb{FGz+@8S;?{O4OL^8dln{#d)gYngJB?PqPZ4m8M<5QO7k+JWx{YFJ0(`0
zm!1gRhARrQYs(7qGm=DX8aN;&*bndL<&8mMU=W0*se`S#4+cr}b7K+xIAlLYkQ)K(
zfOD}SVi9s)V6vQ+7)}o7_!7ZoQ)g2@7jqI0DH8-G$8vH~W%-$koD4-~nj#}bAr*##
zITUknUD8<B+{_qsX3TAEHTCsDfsG&%31lmePESuQEKDyhPRz{>O-v{U23oqhYMYy@
z8XCUF`S6W<zs9P5JLcbW1!7Vnq7uWxqxp(BQCenHLZXz#3<&mj^7n!T`yf~$E)tqg
zB+FmU!14ppEbRZm-g`$!b)Z|mYwqpt>vkjwP|jJEOO<oZStV7Ks#MB3=bTZ_5rl+5
zWDr6DiJX(k$p&K^n~cFGXJg;@3Hf?@=FM7fy+7oc_ZGdrKI^C`Rm-Q3tA1?lZ*M`G
zL6{$|tWOVX%#0|D3oeS%mc#~^#T!Z!jAe<Y@?=YWUVMLjaaUzdW_VCeq<Ww>akx8k
zO>@GsN=sw5vMNbX9?$74(C!+{JHM^*tL-gkMr-%3%pGn3$3Qs0jagozYs-{C)>CyH
zH{VQ2)!|~~hzJQH3VPh6c(Vwizz7j4rddjpQITA%4;Smp#v|xt93GGM^mKQIR!0|S
zPft(iwt*5ysCabq@*&e%bglpyNb*79d@%%HG{FmrbM-^nd-ytd_<97Oypb4Bf0VmV
zfU}3Ule?FTr;n?rx3jyatB0qjk1rLE370T3H0)$KHAWN|#z90&a0OvPD40vulj1bE
zL_IMnm=v!kCWcVc%$zK%Fxx85vPv?{;#89`IRq?c@|tu@U52?JQkrgLrUa8?l}IDU
zS<kRDaUH|>o{<7{jF1>BrX<LjDOy36Nm(3Y%8xe1hbV)^Y%UQ^!T2)>7)l@-9pK~V
zGwVKwuSXjXEYIssSF|LGHq}NSSyy@O=<1&?Z@c%+_Uq?HzS_Nf&tO?^QD}Xtsy*Md
zsXgc7uE9&YhqiQ;R3-#zDLyp!`3%p649~?3Pg{<!lLX_f3=B{PB6Ji8aG*tqm=Pk1
zRS;<AqD?G+1Kq>I@ko&QRYx<1o2*k^F+-(_W!aqmT<+>($w*DmR7=?I&ba+c(+(}q
z-QJNtSRB@trf*6Ku8G$dM{07ds%)z|*&wq>St=%ui}hxq9EF4hGU|LKbCH&7A1rhZ
z7C31*b~>&@sMI4yhsX#c<wY|JVpwHKf`%M*OM$K-M^&34t4tA9r%D=g)Lo^<!TOl>
zZONND(}ue<wsdC>cV%qqNL|;GxT-E@c~wMLd06j~=rtXg8+vk9x2N?kiK@xe!aX3y
z*$C0|Vif4|I7x4bbxlL^#^&^~u7bTQm#nW(OVd!afleB{qXy@w#k<6b0$Wl;hpN)o
zR%i7WCp9D*3yhLPDK$>YNH?kTV$7vUktIoyxiO(>VL|c1ifF9_CO%l6YSzJ*U<KE5
z$l)qsY_NQ`-z)x7?){@zVg`EuRqy>@aqsB2?bCC$ZR<BM9b2!wC*I4QV=(Wbce;Dx
zeDB1GzHP^sPaYqbI<a#5sdc;04Ilh^;`nzv&)(c~;qI>UcPCHX+I;ByRl6?tPF(03
zJJ&sN2?o#?0Jvx3e9!3Vu1$vrMvsmkx_I)+jXRH@KZl&MmoHyDfBNdhlh-dEy?*fv
zpzq^fZa;o_@5S>cFJHZU{t7aD-#&Z&>-{IMu3Z1+$k`vZ?mE4C^zhKg;dNt2M|Pds
zcJTbJV_zRQef7&r*G^vi_UNhe$4{R=f9c${>sOvUyZi1PB=JHW+udK^-1_y+H241J
zuaEzfd;xAD&jEyAIKnyL?mI{@d;JSgF#s?;GTZmVKwmp>W_Ct=Y?LWF!T`U)54Qxx
zM4B>EVsju3EF~^CBdM|^udb@3zPhxzwh{_^yPE1d8|#*}x2{{!Ke=V|v3+}B;AHK<
z^4`{FfZ?ttu)bF1rKP3DMrXuD0r%FI=C{?9x7Sv5)K_*kRCP2~wKY}(_rf&RmR6SL
z6c?ly<)_tF7p)xVTH4)|ks1R(OjcTKO=ZF0vi6?V+Qg_(Yltd4IeHqNvr}^tqoWMk
z^w{u$?$*Jj9l2=<K(GM4dnO@QY-Mj71fiuD=cIKu)ofm~;>h0Z<D1t4&E{t$?cO$W
z`sjXmCj3!(K~`yAMoVo4=)JY&h43vIiP7Oud(Wlw86>StU=C7681#{b;P7CrB}i#f
zODsBROsF>AqKz@h6D*1h_}xubcxzSK(x$w=mV(~KoaU;e(rinjRgw~=tSe9MY$|N6
z%dfA>E-y~a%Z^J;v|7ztxrD=IkvU8<gFzwFX;>1;4~<6Pa8x!MxOeG_726<JV#ki*
z@o`|?uD-sKs;Y#vv=EC$85A@d_rnM7osFyd;WhutD-e|&k&qFWQ=Cy=Q`Fd6U0#`I
zwFW8WY`K^Qr3sNnSxSU1D<&i>TAyN;CmE$_W<`Fqz9u8GE-R`u(Ucph%djX@L*;1}
z1q?hVHzv3)KcOZ!KFz8rh!0xbnmIXGvZXhBs5zml%+#2psmqY}mKk@hEI2*hcz#>+
z$*r|}RuydNNF1y(_Z9|q73f>CG)odCg%RAe5Nf;z@Dj3oDOTBZ-$A&NWe`#MfqpcE
zI|J!O!}yV59Ttmp_i%M^w6}M#cXe|^qR;^-w3C~=r=LF?`pacXJdKG6B%z2jB$4Ka
zBY6V)`Xb%@P$2dO;D~-GoR>e!&C3s<*WJt4-P_j<>LH;R2Z@3laRZkYCuJw8cu6X5
ztc($-V5I1I875(-Spa5+42vK&loubuiVJ2Z83n0kS!TF8)2c}gRiu~{X=Zh9WN>9l
zcuAZwUdyovaiM%<Fw09tag+uw5@F`a@Qd{{?@$&hl!FZu5ToSGRD-M}A*?VlJkF$r
zT|GKvo1=WGV8kHcpt1*=D`)%OIKR1e-?E&gS(^4_>AI@${VPkpJG}D2m8pk6?7j2V
z#KoP<b}TRI&Nl$}_LNwMJM&JC^_-sQ8(&u0lx2Z<UbgRIuAe>I$ByO>^lK|bx+?<x
zHDq)MgJ9t^!bME0fNbI6Lpf+8)9*d^dL}9Ypr~R~L)g~lu+DT=Z6u~42HTTP-(01c
zY_d!?hwo^M+uNHl)|A+puB{9gmRN+jMt+)}o1o>ysMuB+13K>%bPPYxmyLDe;^wh1
zA5;AQLGk|&4(>A{X`X~?BWEmDvF-H&7mM5{T8Bz92IfRDt1}dJ+3NBnQ9%qlC!C&b
zrRPPl%MwKmIl8Vg%Rp_+s-}dYro<I>alIARwn9UFhNdb-QJO3-PgB?C8X5{rb$KC`
z8JgT^VU!vt!Y>kF7MO*8nPzrfhQ7BfYDIOzhL-H9<&|sd(=&pZdWwfC&{>IfQsZ1;
zxvwT6WNBf-(!#`!tmx{vkX)lAPC|<mLCl>jEi5=YDl{iLG~F7KXw*b%BxV^mSU}hF
z=_Uy~h)3n&{n=Pw86B_YQfB*p_)EC=k6wxCGPUVGwLiJ{5A=QSa{%<6(R;sX*$M-a
z@3hIG{lBJj>`K@4T<!ws9RriYrS`2CJ4eqg+jesK<gvbqqsu3b4sJWXZr9ndBj4;f
zckB3f4^LfxcH-Kz17ANJ`|{?Rz27Va$#?W@_xQy>xOe<Q_r&?`(Ni6p4nb+f*r7`&
zzqxhq>C2bD{r2KDh`LW7{qo@9&v&0Zgt_zZ=i9&heD~3#pP{J@xc9}|-(LLs`!CPm
zet-Mvmlto1?LD`8^w7Y@z5N^ZtlV;7!{o7T2hJZp``uSR-249agKw|j{`Q9-zyI;O
z+xLEW@$&v}zdic>x1WFe_1@dpH{ZUx_1l{V0KI>rFYqm}?u^C@=fAyq_}g^U!$Uyd
zzlM9)4lV2LYJ~iAkbFV!g@KdI)Yy{z4A6K1cUv2(mv%M}EbUm{)3#!1=bC|KYX|xU
zd%IRH?Os1PFtTpVw&6`%)~*H&uCFL7&CM>#$|%drE6U1Bjg3i+u%^dG6lWwgR~Gj)
zF6jmbZ_|>V=9;diB`x*kb=5^cyk$k1WyM*b_rlKr+`D>ZZ~wA3;PANU(436;x~f9x
zP+Qi~0MTSIVZnK+apigG5bz5uooF={rYCM1>IVt8vAPsyM#}|(cjHh$sJm(Lku_xn
zAOauUwQbv$^#H~|!rMnT!IvQRRu<&|E$5{t0`bBC5+_8OO*(~Kz@ih-3?fD$WE(W{
zFugV=)R-J;O^h&y2ZJR~5fiFQum(XIXLf?IwkWByHfLFL!HV{hp`Oasy_Kta$~)^a
z^HU7D$%dAitd`o`{EUeB$RMjp5u_1F1T-#_$f5_b=tK^S!emkj6cTvzz~_L(<A`*+
z&S<P|sP7%<Z|dl%s;?`ms7T4mGK7WkrBWQ3<cmVh#{0tu?wyUR`r$SI$}2z@u%%i>
zH2giiG{0;K^q!}yG*SkWNT=c1ObF3psihpXn5pDbq^v+C2O?_O(RyiGcu;0ka7vgu
zMlUi*s6hgFoNAO&^&+BK#Y~M*XT}7<=2upXs=GRNLwDBZ-keQ6*=yQTSJcP#R$5oo
zMUD66>>euFxw2@oKX*%4+WMA+p}Lr%y4bZ%$*UWZ`YNKEb4(?13Si4*12<03j?%Cq
zHJoUjFjU4CQP6Chzkr0{QScNJ9)+3aUONZ7MT-|XIy)oK7z73jJvZJ6gh;7U>J2oW
z5Km{3*gP^vKw$B3G&YJv$50p~7LUr|lNlTWm5C!!aYPD%L?w_Q@|Q@WkeMu&h|N~f
zX(kRcUL{M?Dx>8>i;xw<r9`QC<;h_!#VM^NX+Zcnv4#YrB0?jI(n(V+A?a3Af*~kQ
zuT2OJN;U?kn~e!Us$dRTK}M)30a|)MFb84aAwswT8k#2`X~*_kEWkL+NZuM2I!wVz
zi_oV=8BJP=m`9ub^%fD!7jU7`2TaKDyRF&2H;xaL?di>4S7BXI5VE@50<CR3mgOB<
zS9Nl0%gNE!!|Q9OmKCg860^KK0wm3`r9}rfHXq*HHZ@S)Srl#Nqq+Wz1xQDZpB>3%
z9?5k+H^4=P_tQ`?dPZOfi)7-G!vtijkQm0thw;!B@Ht2VvO)+g>5|Fr`0d>>-5Knf
z2y{a<wm*lvt0Np@b$7N$O|?evhM3%%sOkuAssfiF!N!Pi;FPdH*)a#BrX!_fKQ7jT
z4E@moiv?s`K4}5b?<2hTKNy(LgyaP(wxgEss^Pl^3EhoSpKuK_&Pd3NVwa~Y%hMF;
zR(gyM4CH<xJWnmlHJIlarNU%{F)LD)4S6Ar`G)FrO-=+SPK!4Qe6%b#4aY;n^V0Hs
z^a4MV6k(R5%rdl|?<*$SONjO%u;8hq<VQ=ZQiJL;jh)5OYnpSHRV1bxxCWNLn&=_N
zxhnB)W)3z#Oj(m;u8ucV#28AWg7eI(BsD);#)(i0Beb&EU{!30Iyy*URf!E^j*>;<
z1|pak-<c!M%L(J@NJe@wuzs_BKg=@sLU!(dZ&Lez;@)Z2eGk1?;0U(fw$Ur?qgOh{
zu5^xH>6*CGJ#nRLd|K>%54{)KM$Us}w|nc+o{{}soA-2W+S5C{Z`HQrP$hQo(w+0S
zpI?6P_Tt^Q$G>|vapKm{?#ta<Pql77(XsVx=hy|Pu7K%+HMh}I?VFD*A3HvJ`0JBb
zZ{K_N^2IyIDSQ1h<m%qIaqau7KU}+V<NDP*w|}^M_vY=px9>f8@c8+wr>}o|{Ob2R
z4_|-v!!L(G@7;4|X!OwXjeGhx?w!s$fVA5aSI@yW{qpS5%hwN|zkKlc@$H{({q*3*
zix>Cb{rb!Azdm^P=FaQqKfZo`{nuAN0oMMBzB9t_H158C@OO}c->bnh-1`^!9IDIn
zDoV18^V14)lEGI12-?z6v9zmcU|GkyRm&$vHtd?*x_fH$;GU^d#}1tN^3d@Edv=X)
zUAF>y+FC&P?P#d$Zf@*stcS+pn$lvJy7JQIB~>tR0(OYP^rTYg0<MJqi1LPt!us+8
zu-!IR7gv|%7Urg;B*3ay1Q0L$@0J#2g3kfC7bIx-Nm3IdN((c(T5Co&tlT)%x1=;T
zKRuzcFcbQVmlT1nlLXvbo}0dJYV^dRJ>X9OqXH<sp!Xi#w_{}eDgavG*y@rz;NIzw
zhHWDN#_;8ufnInrxF8avERmslFf(MsXC+Yd`!B;nGzN`KE#bk0sHMRwsZziVl8WQQ
z%xN)^31P;Bu#mK9OLk&-L25)zVe+z;(v@A+ea%J7nhIC6m#yq7AM7mcZpf+1k1o%R
zYO2mG%8ruriMRk~q_3lohpnrljjPi_9}g!q!iPe_QE6b?BcKU*1P+V9VE}!Ze4aHX
zIyN~;YY3636jHTHtW<EtLK=sKr;wrJb2i=|K5*}BT-6V+`Bz>6G?~N_i!8CR>G}D&
zrNs$pDH5fO!k|*<R0fmI=W~R74v$6S&`BI>pnyqI3E4)KIMS$&gWtf0>B57hY5`f!
z!Rw{eU>Q}##|KGBQAS}>gd#Cqo}UujQ<u1LS^n6{vTZ|^6RRpl`is|hX8{9Gt}NZT
zrgCa!>3DzPNN?_NclK~s&PY$eM1T4C@`~Y}l2wgaZACFv>E@!u;G7s;W~4SPT$^gu
zMd&0_CV@+Y$XtSu3A<=SG!EtN30W|<3l`bfIXe2IPyrZ>BXBPgDb?t7p%#urPU8#N
zQaM+y;z*TDk(|mEQ+Xn`SjH90*#ZfZD`aq>C7s9S@R%$Pbm!3MG!BO&WV0n?ikd<T
z<qIq#k%7xrQAs?EzluS~iZs;ZB-P}ml%>a|M;fDpRiO%zSs{rD4vIGzql1E@b^2I+
zaD1>KDa077)ffdF9g7^qA{cl?tCSj}W+v*n5puGO<i^K3$f@2sF4`a=MF$IW63rP2
zmJqF&&n1&cXfl-`kxN8!8J-4WHGa15jf4G#dwR0R8WT4yiC$L~v92m|Lv74RbJA3I
z_RhY7oqdJddh>?c(l@oHZ|%;X>@V9rRI__^-S!nrdP-tV93<1*hL3dM_}dd*<`P}z
zar~X7ct152qow226pW6B4doK8LXuSg)fE^E&p%p<$Tkw&vgA9KChzQx?@DJ?g&}Gq
zP<>hKecjO~R;KUnj0W!A)1A7$D!ed+9KrT9(>+3&J{CUO$VICtzM?=69@do>;DB|T
zkN29#B`)R=ZLr=Sp*;RhLVU_0E|9UD)I4`J&rK`z43YYoRj3F(KHf~rj25JZvn@)L
zmg}ydIf)3i9Lxe9ZlQwiY?1^d8tIu4yo_)V^C=-hUkS;c88C<9`xzB6mx7o_@co?R
zKZlK5EFwF}86FCzr-b4RqojN2c>&={BBcDq2Qf3l#5I}biWEb%lBT8m$p{`&yt|U<
z9m);NFv<!dg0e$ZSteCpm@X?+ouCp#%6I^}R*ft|r-;zW!_*R^jIZG_;IDXiZ<hcU
zTa>#)fUBK{-F$budA=@-1KjLq`+oS}%DvDad<Eve^j?sBziEZNwyiUBxpnk%``G1<
z@ypZDyA8Paa@RPBy`c00^qzxhA34>t^>FW&eO;S&b#2_$yLr#h<nhVlSHHY^|Jz?)
zU4Q=jcaMHQbK~XI>Dz1eTmef%+vXGPBWK!2&$o}AZy!J3IexBl^mNDYvA*#WTMm77
z<g1%MK6v`z8Pu~qxpw3B`HPoMoj!T??1`_wKKJAG?{40{@xzVl*YDhY@Z|Z=&)(dA
z`0DD-M-X7U^VsFhJ5CO5J=ni#?~3958>hb9cHqLklUL7Py>sW$^Ji~<1>*#4$K88y
z=RR=n^Phfw17h!e;NCaDz0a<{eR&U<_J2ZOpx+r1{?B($VBj2{^Vj%$v(w`Mdckba
z-dqjD3x?Z`Yx_rs*9>o1HM)5%5bwU76Faw!?Abnc;>f;}NA@4wIW@j%{feGWF#6V4
zlrAYLf~hSlX{xSls{<jop{Jz@W@%f?KzHZT)~34Bg6e`S;NFI^f})J1g7gIN_bw^P
zEi25(OpOUMX~0&Imz`8qo(I#~RJCq(->MbefWhz}2*LwPTc<|Xk8fVx-cVUxoLyI*
z59C~1l2?+MoDgOJ?me_?+xZiRLE!E0Zr!kIIq13|=K=tO-kTg_1<(a)7j$5F0-S@t
z7o=S{NsWVTwIHBeKwmgdi4C_Jw4p&tID*e%X5f!3dW}vZGAI?P(NX!SNjXWexk)kk
zsc|Kl2~~N?%@x_pTPv0|m(~|2Rpvz36vWjPCp45M)t4qNDU7WxNoudpFUX8yk^Eik
zK6hCBnXSzyHuFASIR7*FWb<@)!l3;F1F<L^28b6Gh=W1mu~arQ2ttmGAtVMZ0E-4B
z#*zpy7-Hbe6K3Q6;RE;1##R0Bnt$aLpbNxeO;C73N=j~FT7FSXN}56+!js7PQiVva
zlB=`|l~yKK%H;~RQmIwLKv$$H+#DPqZAnXtOo%asXoY$eH_D=nu`0n8Y}Rw)!e!|R
zy1aB#eR=%)<s~~eH|`(nI5g39aIAChNb8P`4ZAlr9U1TXa&qahiJrq-JN9jA*|WZJ
z_qwJ%>zem&Xy3cBbI*p(Z9^^VyDJBp3cG7^S}UN5GOao<xi~#G(W+PQC>#<>NDt&Q
z$#ez<OTf9q-;EvZ7A#)4*ulX&AOMtJJ6BgP1VW<L2ARWzDh*ezl<4&GV52O^AX4kO
zQWaaQ;7JrbF?3W&*nAO}FXHiqT%LfzWZ@y?0fWKg@Q`!HClJN>Kt3A7MIpIp1l`{Y
z<7`Xxa#An?4HDM$NZAG%7x=^=6BuPelT2b(D8kiR;9h{<WRp1~%$gN$%?>xGn}ZYe
z@_3ynQ7_Ce%gYiB#qmLj26n8To@N#0#H#a?^yN8Fg_%`VoDyzUiUbrg8AYby#R{=N
zCP5Ji?g+$e-y3^-^LBUV?C8kc)|xijl)R-eaZ6LuNOSUNTiSR>#zbfKww}DnWrf?}
z|JD^1J6BXr4OC3_!&G$@MQbTuMCZ@gezu$ddy?CHvbzlr=_VuitEm8}Xfe(gwBHaW
z&cX-1ciQ3`!t}E6yi+uohGgNku7s(s*tQgUsnMs*=-r-3o@@?1ygYGtXUwjSxP430
z*H>9{bT|{mF_`3Npm~Igu;3d}QoIE?S1!hx>Tip3{v7G@2?;Tmg#04F?H_(Ff5-ZK
zOh(ON5f%w(4pNq@THtMvqf9ESL4krXDls~dzmROt!7bzy>;y!6e&F;`LUmTLJq;41
z34~mMpPcT>LfephKPPy7LiG8Jf}Br6%tw2EiuL-8hF-)YI*Dl>GNzY|;UOZsurYQ_
zlr0DA0K-5mhV<r82_Z~IR#N>0SXUm}MTGNE(~x0eTB=c*Y0)MIN#eEQRD&uhNFF9)
znZ<1Q3sk&0I4)ElZO~YCa)Vr`;xSl(NMEN#P76MBw)w(w!RNMfKVCfNpLX*;v7i6x
zY~K%m75C1Rrv0nW;ScEjpSZVe?8<xez1*_(>(<e)+d<u(=HAQQ+b(xceBCvEsblm)
z`_{8<BWGYbx1Q`9KQ=Ia2nyF=2FDL>+H-o}x$75hJi7Jl?ftj^dF#c0es%BF?(=sy
z9QbZv>SE6r#5kO5A3fIw+&gx@1JHNuOy|gnzVVYA_FmX|>f5v5-Mf6_{-tlPpE!4E
z_x?lMckSADV9&|Z$G`jW+Z%UoeRuu(wVQYD{PN`H&riSp@&56PKkPhuY0IvYYbTDZ
z967LJcps>~TXvnEIB<UI(D_4Wu3o+Q;NGKWzdU{Z^P`8i@7}m~?}ukk@4kiRi+2xx
zhXk`%H{ZUv`R2vF858dx0`GfQ!=GaBwEqF>iJ`3+s@&dNe`ouC$jwZstty1Rh;5_m
zH?LnYvI#N`w(go5*|c`Ws{S6B{@(VE=2~z&bhXxZwbZxOFKMc-fYr8|(xRDx1vh}+
z<(=)|@7=g+5KO;tzM`jV>-x1LYlr&Uz-?FBQdI(s8W$E4W7Y%uRupEI6=b9*N9i?U
zLy&A5ahDV~)|G+dV#}sg8`k!N@Cz6WD{rd@d$x~l0PY2gZ(T(}Jq)-n-g9r9IT(Bn
z+qZ5!yk`nl(!j3^@xS2aogCS)eq|rn7{Iy!l-pcW4oWY0cVSg+hHRrPA+Q7oYA_su
zjkA(t;RrIX4u1U?tcIs0MTY?lPxCO8DMdwO#>bUpWmXsF*A(Y3DbB6R&#cPNs4LEF
zD22%=&5VvUNlXfwK}HQ#!J3;OHA)Sp-{z{!f$k;smDw686N_*Q@Nx9<wD)qicXPIN
zuv_TtXzT0a?jPXe<>%vr3;@0jq>_Pkg>q?lY_vHt901r4jfC+<A-oZgTm<<=-Y~Oq
zKYZZc*|@47Uh}WK0z#EuWw3(BH!-UyIj1-_E!Pm4pbd@Enj&?fQF=2p<;3XCQ6Xm7
z6NoW|MFbg)dV|3d9u}JrospHCk{W9=sf`ACVuC3-(HLeHhlX$?Euy4YWp0MCraZR4
zBWJ@v>E@M{n+Gd5EH7KTw0NkyU`=oF@QSL@RdwU5>PH7_hx@8F_Ev1@u2|PuzPhb+
zsJ(n`clA(5<<k11_Nv_G@~nok%({}ys)Dqlti*%}gIqx8P_be*MFc4aZ1DNx-GF<Y
z>}>27FLrcrhc^g6Ut1SvkAMJyLa8x@iZnW*TB|geG@%x?(IVFyMXDfyTqBgLg)${i
z42iu`u~aUV$|Yhcm%}3xAiNh7h{G{RL?w%%VN!)Sv=EQhai~x*0nq^*j3*cGEg<=d
zsZdWGXjXEpTA@+Sf!Hx6o2p{dgN1yHTo$QT#_M&dCPPkyxi~JoIM$pUrb#!+GD5`#
zQL6gPu!bB<Ns_WCQC^v;uPd-LmPB^drLFF(>S--Zj?*h-G%5u_rl5op4o}QO6LFqM
z|JlAb_VyO+?#bWLkv-9pKGK-Hxh`R2ZQR=Gs1>D_{$lfrQtR59__40sodadN2djX4
zC;CdqmX=KPRkY_vNwIFIMIX_<7P9<oN$&H>9yVNrs|4?>q#)%a1Rv!o#(D=cann`@
z0m;n8=;>Z2wnu^jS(hl7>P^|RJf$yBSQm}0jYRjRGq$%{jt(RrT$Xg8FBPJ9H`hi2
z_ZmockOme+cD4wRMjldxb7A-|rUxu0dN1&I_}It(KLXr84)FM=xAWg&5S|}ld_N6D
z%%R~I3K%X*fp4$^3j-$-wuhMM&LKGx{JseE`HX>C#3eZJiH-u2lYs0jrn<_Ro>GPf
zJVHm=;JrS>xPKhz{du6z9Gvf5l-C!&E*~M>KcS#NTXx}7+=Vm`G2N3#bRqiL;JoI-
zk?3oK_nb%Zx0O(Q<n#a@&Ycn9MDugtpxl&Hv{}qdG$>O-HPISTv`Ul|qKX5=<<W!r
zj7Yr-KA@wGI;&m<<=Z+5PtK*&aR_(21&hA;Xz`qn7tj4<(VUML&iSX!7a!St{?TmT
z5C6w-F9erOPy09=0et~_ziNY|GO+TFf890lH9#-;a;Gf{0Iu(o86b-cg2)D^zFfWi
z=+NYm)ssioZa=#9z_~*gZ(O?d`1bR+_uu?}<LR&GZ#~_9`o`M5m-{C#^o*VB0^A+D
z&^~sd4UXe*4kUbP>G(<5i5uR3e%Hxw4xYVw;N+!U2aj)=*fBgdF|}*^(UZr%yK(K-
z{hzMgx^wOJPq!aF`|<vhv)|s@f9lHEzSA3~j;<a%G{e1X#*d8eKfnF(rHOr~cOScO
z;oF<n?>)T#=m~J|-JfpWzkmJtQ?T{^!M(r1UfauCZ(iI5<1S$BjOq)B3-jmsjPUy>
z_x=Sw2Z+@IS#{I8{;9DIz`dK+4or-!-MVRL<?^oXw)&R3%7*Gv7+7t~N{vrXjLu6>
zhA1u|-o~o(mYOPHU^s87sb16H2VURl@9S)@D9EcSDj4cpx@l-|ptGf`z6#J6LKs4|
za-&+3lN?i3lvP!d18Zy0R<GAeAmRW(7c$S5^)!!eS+jL`H2`o&Yt733PT=spQzJXZ
zHm+RO4%=|8wdG)wXsRqK%SwTNr*e{FwnF&W<W>-SfqRFRcW+uf00UowlL3Gh&=(93
zVDtq)10=TTm12#Q4+aK+UU(3^4FI<w0>jE1$iMIecp5wc&IkA|_}={V<h<16?8L<M
z*cjOS%TI%ywREVus4dQED$i>w&#5g+%S|wcNNEBxEM-pz!Yeo!vznC_ty@x*IM7|w
zT32M&OXx&sA$EuKct0;^FKAwJvU7ED@bQK`PH#_NFRuVU6dns9W&|1q^pME-SZhoa
z7#sXCC<GP_M;}B0JZENR<Ne_S_s+&u{qUN9<rPqcga<*_Z(L?vdSOydd2(K5VopU|
zW@%(ffi*GDnp6;;QW%+97?oNWnUZgb&j_-{>MW6_sMx6Fq}05uq|9W4CD>rrB&Jvs
zlg%cRNUNdgG*qL36&o#0OV;G1>2lL_*(sXzczJxdAUc#2W#q(~`6-d|>^N;fQb=Kv
zF*hz4_U1AogOV-ks31ush+rmF0#HGSGBQ{hWzxik1tmrqlVFD;Hq08TlL+WM7EvkT
z%B6f3mx&?bT)f;CJK8OFw6}9{cJ}gg^735l;_UA4&lHKJL3*KD1L!-=y(Wv=5US7{
zrCPm29VAujq$;ggu97O$YH&nogR~l*Tq@%*nM@j$$6~1^f|w9xl0gx!<R%(q_4)A~
z6=~Jk;b~T>j*pTtybV%(yopzs9GsUB6sBe<m?$3Ji-Yx&kWp%8U@(_r7BM0f+=L)e
zrdgg7Cd)7hGK}18Gq)&8T$iqE%+^<@DJs)sOS04r1;K3<*1`6Ssg2E>R@M~fm<>7x
zlj=hvcyYJ{4v#{hV9|lIo?~{fzkE+`(O6UZhH8lIja*S|SzZv@o~|jgvhzYH1x8v;
zoOESX>}Xfs_T^>U`^(3c7LWE8k1s24$%)_xxcSWa50cwFy3azQ+gzgC0*0>xAMGI_
z_`&edp1{CHE-^yFh?3H+LP7}B$HehUP@)=Br3Y5!pBXM2YYiJJl@At)HZ9Q{?oT+o
zKIin>oKx%aPj4t4Z;3B55=~TlHP%LnTdZezD9LUV&v|I4kFl<wqFg@lw*80O!hd&O
z{5Kc-zq>pA-OKeKzV09Sd;Sv!hnUNuxyXh7Iyp`)LG$Qt41zs_=txE{3UK=*!1ZGi
z!iI@=;1Hd;B$t_^kmANCyE1Y16vRTj_Z+;>Tncg#!QaNm`4d;Wf4JEG&Byf<GTNR+
zbYl`+VK^jrI^G%UYlHJ$$Ov>5(0nBfgq(#|a&R&xh8O5dL%0Td+L3&mgaib1Qbz~L
z6O5W@SohY+QbQrML8a$0)NHCzA%c&4gGv%46Q~4i8HX-rQmF7LXm10=Yro(Nr$uv}
zZRa~Jo@a0Kh3)*$X8XNj_PKXj>7AMX(ck;8dM{WVrU#(6W8$0k2{?!Lic4)^X&AfI
zF@C8N5*Q{fb^)f2p6wVt10rqL_}Sjc3;jFJt=)Zc)1EK?m|e%m4xT-5?)!5;Joxd^
z>l;sgy?p2S;jiy*+W*z^v6Ed}zU<g?vS;FA&*aw~6A(>2-F*yA7Vv7_qbGW|9_=4H
zvS$0S&AX0|?m0HH^T7J8QyWLOZQH%;*qM_*-n(=E>62SOKfL+N<9p9u-+1`q-1m3(
zpZR9|z}b!4kF6d*Jh)|l|E4`)?giTem>jn4KfUwtnKPHK{c!vK&k&3D;_1W3_a8sL
z_v!`YGr%I-PyhM$&hKw-y?gb);9g+hKW7Gj;RuiXHG6IOnF$p|8SM}$)>hL}SJt?s
zq@}hDR@B<+E8)DND66ir2rROY6&4o}3UVk|VH+w-m$f&;UK<R!d>bmufO|pa1+f>r
zzS+r%LM9ysPMWJL+93j>wxVrG88{ORN^!742quI2io(X4lA^pcQ?SCQmxG%Z^j=tM
zgDMGt-pTQeYgR2?v$7X_#QS!R9Y46^(C&$m^@FSWI+k}f_QG0ReHE;>MTTe~&tZ7Y
zioH{#@Dl>-f~|M!h9Nj_T2cmBJ7d-b$_1bW(*m$=T)1gQ@`c=n%%qqZ;TKXJAi{Ts
ze&GlP2_Rlrf`gQ^(%ei~unW`cg>*WbNRac`R=qYqC84f3ueGwMV@YvG4G?&oNx|lk
z{OD*`2G(87Kx&0Vqk@?drEjY(Y^=_+8Wb!F_<5b(pq|)ap{tXvm#2%rpEnv6fJP(z
zkqAE|!XJ(DM<Ic4Nw9trW(f_q(m5<lAf8C2z$1Yaav+67qER9IVK&|$K5*}BT-6V+
z`Bz>6p%Ng_q6>`;jY^A3E=b6(Of9TW%Bu}eE;hyG8{-R1Nkx{_Qgcdia9oZmJVk7X
z7KMb%&5=P-vDV~db6m7cuaXDJ!eWfp=pdz*$roX`ya16Hr3<2%Of0jBWic{C4U7;S
zMI*;6#8`z0s}$kYVqy@i!l~HM$!k<_4RRR1PRN3|T0R*sVUndRs(?n~(?~)VRVrXY
zhM`U^G3ZrVwS>zib66y$0@Pd)gUdkR(GKp;HV%tzogMAnTpT<->^<BUxj4J|`B8X0
zflAF&s01pFOdlfG8^oafDxr#4BUWnv;9i+hDp#u2TAfy>(`c14nSjF)aM((zBs@f0
zm}s8%7{>?I<%DnSEgxT1JJg<2muHF&B3hK_tY|?^o)J9EEoD)uR(`M$B?xrkpdF<o
zZ#@SSA)_V*@v_X4f(S)Pw4yvtQI(*mNme$bDVs7>&6%pU9Cc@*w!1{vU8Y}F9Xi+)
zy`?|*(0J>%bv0Fa#;_nVkLE$aJF#efECz}~4j>X|UGLr1Q#{$8x2Yz1O?k|!Y3{Z5
z<%c#V$}_craU%aD8LHUAUS1MD+?qMsnK#x`I11BSJhrr~DLaDW=j!p<-*Jwg6W!)u
z96v+Ze~xorK=QC-2Dq?M?yLY;A=XFFB7_NP;bNMZkJr(>f*I~H(tw6!$&s}sSGG4C
zUX`(<D`H!ld3R6bnRS_$w-#R>EB|`5;{0&Mcq?!(!AQ21Bj-wx^VDP~3En=?^;3lX
zKQOKzqg_AtbNGj+?cZJP|HIw+V?VFYk$!WKzF!3ReCF%%G1`AFi|Q)o`N;%G0n3Mo
zUX1mhPeR)UA{P3(eB$f;G0t~B8D&es*ikWd6to=;YtJS)a|q51tOEsU8|b?r5T1Zo
zg!i@abo#^@0NVkGdJYxm%p`eGuudejBZSWrQ4UD21sLB&ERvU$gVBgcIx$rvpvc*9
zOQUEgFRZ6M&eMT~@l`O0COJP`Be5uj;c7{O0bDT(fL<XPC!iAeG$M~mV3Tl+Kr|hX
zViGX~q>roJ0=xO2IWL~)?y%6y)y~t!&c)uw$#&jszgPSp#=TcMw|&#G?aEAI@cV)`
zSU|hjIer29COXFedQW#k;_kMyeLF4=?!B`9@Hg8|T-kN{^6t}@cb@!e^62@U$1fee
zaP8a=_kVo&>iXlimu@~iaN*Ya-RG8$9P8YCv~$bJrIVMIZok|y0hMr&P7JE=xz2Hr
zd{4G*KG?Bw@6zGDE5{EE?>;uV7tr_M$d0|EyLKHo`Q`U_@7#a>{HJHne|ipvgLgNd
zygGO7?*21Z#}CeM@1Ys)-8gmZ=*1t-T)lnp)aApcFMsv@ty>QsK6&x-<(rq!Up#vL
z{K4z#Fy4E=zP$bJ)y>~u-~8>>?YA$c6M6w_XO!L<X&0OiGXuo?ujmU8&i4IKQJ7Iv
zmfKce1_LMM1sP@e>6JxU^_7K?vRjyy1Pf(g8|dq70(yjq1K>%p4Xo<x-ZZpg4O9y^
z*5#&xE}8-W3<57KxTVF#1R|hj(>p5ESdpJoUsedv3t<k`g;}9m8R)&mS;-*Vb~IPR
zN?lBZF*@7;$-T`D74<bGz`fven3~uGM-YAw?%j6!_`VCL4xK)_ci;A{W1EK7ujn1@
zX<gpdP*ao>u2&_7n^rIHhA>_T;04x&)wZSWjgZF+_zHFfAYPT23j!|yFc9yIbpcMm
z%?oNU;4aWFV0>#`C1mzO@&lwjz?bk3_~&yf3UV@`LR6(fdwaXv*<!psA<H)}Iib0-
zq@}XBv!=AKxw^I}-K6Al2)<O5D-4(DE2g6qoWK~9vaPnLwYE4a6de75m;etCm+9YO
zx;WbU`+8!~0ay$Y3l3f!SbVVv3>xUy)7K}EOakt;M1(UqY&0H6ppanzfZ-fZBEtD>
z+z%hPcQ&r-hu8couK+TTiKFo8Jf%o!(uT%|#%4#Qm4zi0%S=gJZ8TRG%L_>qnbUZN
zB%<7c7U)rYEk>vzNVGIX5LXw%R;lo829ZM*YlRXmm&!%sNbYF7BcABQ;&@ABm}&YA
z<%C;>k>QdEt0X*38g7xA4Wb|wM<ZkD<h&q-K(7!QR8mWj+6eV)0=|gF60=!+2AxhI
zkg!<r90cOfL;?nCg}GchheIQhu@o9!A_H@-fW)Nup#2v)+s(6ExY)(f-ow@2)7{R)
zeX*;HtDhf{&4zV0mP7_eKwq9*N#P1eEG~m5;)-Noau7)sJfWB`5J|)mnM5iTiNt&!
zkI4{oxgi>LYLum^Fm73OLQh4^iiVW&!Lsp{rGw3hjRpFgXjWk&Z&_XB=H=OAD~r~3
zXEYRqq=zws`Q9p;t4V-J)-$S-blt^Kt7=nL*QG!J!itLUP0a~oolpUmI@}z+tWdqQ
zP`R<uJl-8W(Gxq_m$+jvWB>Z%6BCV-D~l@A<Y5Y=gyzJ;+p>sG45BLq??%G8&Gx;q
zaY^!q>clnWace8%H`k}atgVXc$_&m6p{6L%Svum981c%=n9VI2YwJ_iHKuLp%m<$X
z=)KL^5!?V*_s{+vvG^mT-9NqN|HJKzzq@|^AD;6*K|0LCyDcJm0sy<oh)5kBuV>=4
zv;Z02Nl9?9aJ{PI1cz1^f495!{7A`(b(zP8Qctc;|7uIYcaxPj_B3AG(Qs~4*>HVC
zjt-;4&F6c6%=7t7Nwk*{?5W;g1iF7p@taHWpNsSS6z%yL+J6BaV^0UEmg+_$Iuo&W
zn1BU%<RT`;jmz+2lHCYsTW^=oyqrJ9BNh=+wn)!8{%)Tkz2>02=OR46KzMwP^85nt
zyMTtVX9YU516>$cCt|=NtoJ;$#~h^l7yce!1bEFw`7R)!>{w(E7TJ@4vd8)_#s}D8
z{1*GU&qa9IQ1R}3NSWXSD*0r!kf!8OMGQO>?~n6w!FoAS5uQ8(QqCkn>xza;(+gM@
zrPwItODKV4e{UZrTUXl!9`*}89Ts^wEc9`)Mf<uTyqujE&$VChnVbCrZ&$kj*m3iQ
zUvb#EJ1?5;`{6I;-v3*I*?;Y|z1Mrkr`zH>C%@^OywVO_I(D&j^g`SF9kh<Ia~)%6
zI>t_SjGgM<c4qmmi$e#$*>vLij!XAWU;pLu-N#?wd365z{o|K^JbLNcsc&w5ee>tr
zPv6{q{_g5eFOOaMY0H62D<)1X8$H=OcBXIYtM}Xs(0jgR^js?xw@tu{pK953pmoEZ
z?#+9LrjAY?zjWZ-)kEjL*?s)X=IuKs_U*g$!w+|#JpJYM>&L&od-U%2TTg*|@9jHt
zb#(uk^;1WO#tsgS>>C{3JGSrC<(v0!J$nAl&7ZH{gy6I1PhP)y{qEh{cW++3e){71
zgXd50Jb!%S#p54dKl=gD_qW$~0E1`zy)%}EnH9Ew<z67+Kiv*+KHK+0JES+X*R5O8
zy=I`Rv#GkFs;IU+ADpyJOG@A*KO><mKVzV$wWYRPBjs^v1Q1TaI=gaN*M?R7z`BK*
zX%Y@o%4HR0r9+e%xE&fQ%Vj(cmr4czUQ!H8ZP`r~MJqa+LG_KZ1V<P&P&@&GY;Q+>
zbA36uEWq3g>ulg~=xnQn<lc?z2F6C#0`%^f96tT!{wtSGe)sk1Z!VlT_vHaleJ3`p
z-ms!~WltMee8Y5#ncfQ6Tmz#5{9sXFD6)jWzzO&kU`Y*F9nNQb3*g!XV*@<1syG)+
z5kSZtjY}Zu7pNW#5_O<@Cq~2bA;%0hzJc&T5Uwc9DbCKchJ+wIJ#FWF;cmN_PbHV-
zWb`!EHkKDc6xv`%Lvwi^=sZlEHx2DUMY&UuZY;cyj6+C@2p;He=<jNXwFZmWWCj_F
zMf!NSIJmnwApCtWXaoxB4|;DPi2yVUxQitO2B1+;V-Xn}6BQQ=+zSfu3=G>lJ1w%e
zgQKIX%WT{aAGmimuIh)^{41}3KL*lH7!;<6BhrY~W|c8EBr-#7Nuf$YF`OW*z(|mV
z(}NPonpl6H!GodpWGcN`N`I~j#aH1)N-SUGPo<z4B(|K(RX|o48cX)V5L^SvZcL7^
zNQzMh(F|sOc!VrEMiUzw6dxawkYI|A3J%fBG)j?1DbXk-YMDeUmj{F5s!)r8NEuu<
zolPgx2{-}<g+(FJNCYwf0WE3>5`{pf5io&BJQ>RsvAJR{o<{UQ`Yv#?{la#EjkCS2
zyUPssE^>8odC$Epsf;cXGeqEuPyzrGSzHp60~rpmwWm<)U~3P6S11%qL}H0hDB^Je
zdYKfmfXOtdRcTS7P5IVk71o}z(B(_QH+Cg&>`v~l3+pJ=HRj8@Ds;okk|tN@jIGF6
z-<8l;W3I`NCI>@DTR?gUu`*7)yewj*J#$xoF+_o_uZ!APAF;PT^Thh1Gn<PK4yLZF
z(hil%wzY-s?~6V-5O-)W@$gXEk+s=J*B1=8#T128!}zW`hP|A;SWL2oeJdWpkxOuz
z?R#UWEOu2%^gv+*95>gcjWlHf`t}!ED<cGezQtx%Ly{7>cVlDf>e@s=-z^<^W4$Gy
z_qOCl2r+J6bN}6c;otmh{^s_@zd3&V-xmMlzuEuuZyxji8DRGX#@UAA<0Qfds3=$s
z4WlCai7}3HyuFF#UKYjOJD7iUXY<9;^0S-4)sTH=L-vKuc~{0tukUKOI$3jMFneW*
zK2_nX#?0Y+|5JpRV_<uP3jNg#h+=Tla(y&hZwbvsM0b<&5lUI0PDR$KNJ=SA#0_9k
zJQyT59@B@*@TLYjWBeC-IDP`$OG4Sxa87vtg=p`2Sl<OWKO3yy0uX)ydWrrEsc1U}
z){%t=$=8WIE&1ADJm;W2=ivNp0#UXktOE_a4O9SWk3ggyXuP-pJFLGgKrh;NF%_J9
zG^B`ymvV>_HZ(T{@~Kz`-apXa9q;Q(L3%N<{yZXDM8SzEcp06j;nL*{5(DLjaJI9Z
z^YQ#o{%$w-W5)%bIV||p)ovcb(-Gn22q(^q=6E{V_<7i){M=CfZoaVg;<k9U?}z`b
z+zVER>1i8#KjTn{e7S4tU%B@@aB17v*>-^5(Nmq^RhT%rY{$8wgI9)6U7xyq|JcoE
z-#>nP=f%65Pv2g>_vGX^H;!ER_SnVmFMNOJ*5jA=p1-^H^P5xO{S3)wtDwJl^u*H9
zQ_ChV_D+I#;sQW#^VYM|+&g)pbK-Q%=7X&p_w{Z)xMA<<gO`3h`{Vr!*B>0cbams@
z4nW^iSH8LN%cF;H-adZ!+fT3Fe0Trx@ypkD9KSTY`^z;G2Ul+0H@Ic*s;&E`4xjt+
z!J|iS-rafh>h8mrk6-`#>fLW|-o1PC=G9Bkd!OEW`sn7<hd(@f`2EW#*WSIp_1oLK
zZ(sgVP62Q`lj1w$YWP#{o#Eb@Kbn5dEdQsvB)he?bWMLJpl@eWRbzEg(~@Es0N|?P
z>^vxL%T8{quc#`@*2x4==m1(M7yv+79q4Iqsi{njjbadSY%(D)Eg3Kv+zzngCgpMX
z3|e7UdRtv}O>rJ9wQXFnbY*vIMtlS`2ty!4UuWZrWo^s4n;L3Ln(E31mv=ynFf>*`
zk^?NYf!I5;d1&X<mNO>~d~@mK)k~*<d%rq!^veS~whgZV$#;f(En0b~Mpjjn15z!p
zE+mfuvI4Jyi5Fsc!IA;!3qLKmd?COAuofyRV7m>T40<(mRe(eczzmsY&|v}LX7C_z
zFKo8~+oOHmA;R~43|f9m&64co6fy*9+Ss@)Ud*MCK*V0!Qop1y2iSY4y9HEVvs%a{
zA_NpP9LY#`Cf+Yd!pcjDT0aO@kX9&MW|46;A_j-_1@3iqviJA(Mj-=W&}e8A#Rrmz
zfn*|%5QxN};iD`XDnw#qC=8m1kC&U5hl8`z+y(PLpF3y4qJ<0XX660i1NYAIzhoa?
ze%7x5i!0;`Bx1Q*qJ&kiAc4{#)`hbb<^Y<^gDCQ4YA|98U7y4VNyRH;5aKW&zQLET
zM~Fhu;$VzOgB8dyJU&S*5C$n^(95V~^Q07kgd|mvH9-u$ffHop2AhSUR(V*2Iy_Pr
z1yQ$2*4Vf(lPO3Sqy|r|TBVkVWCB>+;)q$0*hFOEaWp)ZhQm^@7?68Ocmf3ntrJ)r
zBrK5Vu*3=t6lgRVL*>zEJUWINIL*Dzwx8S1pX;y)el2A0<zeULVdLWD?B`47@wf^l
za4%gb=ExM&=qr};WeOGS=9#Tw;Zc^baJ}B3QEN3S6&M>tJPw;iCgU(nVxU?ij1HC;
zMhh$An1$iQ(ilo}uBf+6wX9OJqE^4IEp&6Yb+{*DU2AAhxuUaJ*1tr*v|L-8!l{g9
zG^7Z7^R*l5q9(gi_b$(#>P%W$tQjg%@9l{L&+6AB1!vZ!Zfgn}u9QsHDt0$%5449I
z>JB~B6Sl7_Y_i$7JV%f&ce7CEM{;Z<plgg}7s9X)VL6AeU1$4-SX-I6vLvP_D-;G!
z)-OrkT%We4GOi<CUl%8>iIp^^sKMv3wl)#^$cEc<MmqDib{CB<Ep5w>P>?(ji~k<5
z=x@F@|L!^O-<&`HH`|Z?o83SE-F5Ciycc~E;4qiy<tQegv`nIo8K|M5<OFvW$ptLF
z#S!eurJ3ipR-f3Ae{^-mQQ-fTDMtpAzg(ShaZB-uwYggxtu0C1Sb?h=`-L3!MKH}V
z-9Rmj5$8q;b7RDXiHf`gS*n$rY!##@Xfsnn(v$QlahkYDxz)(mD=8{5ULnGXxkxs}
zlZ0_Vde6uB+OSFPe2OO(Z4X$>z&rCO9%7cSl<g;`d-KR{;BcU#Y^jLFRHQ8poDVQ?
zg0iFH9B6?~4Dj@l+~L(2L^sfT0}*y)j57u6LP9xFFs>}JuYiG;a3E(7PY?7XqrE6-
zZ!*e@i0~l258Z{HK~5l&OF)9~J2P~oH_F-8-R2AXx&L%n@QJ6xd>?0!eCPYRf|BeG
z11Fx23w&G_`Fq%-{ajFf&VC+t-md>Y(0jjbnfPP=$Ht2P-d@o*{`JiKsrSD3Ib3L+
z)??4Kjh$(qR(el%j-TwAJhfu)g-s`~ZNKu<k=xHNJ$`%Z6@ciw8;@Uob>selQ(sLT
zJPC97%;oRyJi7h(?T<gdJ$LQlwj-BUO?<g@_;A<eqmX9SJ$@b{9a^@&=U!-Vo4VLN
zdA4oK(T<VB15+o*j$b)@<CpIqzWVN$m#4nHv3bYt4U<zxE?oNd-u(x!Uf+NH=IT!m
zPkeKI=a(0T_Z(X@v43#Ou7S<F2Dj{9Gq!){vGYINfBfk6Z$CYG{nO)Dk6*rh{`&3n
z7cZVZef0R@-N(NG^j?4d@W&Squf2Nu<GZ(aA<*p2%b&pK0Id55_x@LU18^^xA7)Gr
ze<JZ;z`db5X;PG_v9h46v9hK#r@A<+xu&>zNpV$CW>HpBZYnHu#h2%&LkL5pQ5zK+
zRGc$i><gxX`pS|@XfjTS*2+ZYAPp?Ity<Ot@nu=biP!*tA{J9!3dZ1`)|zrKIcy(Z
zH?n#F6jeaqw%YQczRvYSed~sn0r9RH=mN@}7+nt<FAy(eqyhSZ>I>%H!w0s5<a_4W
zzL`0=Ykc$2@)cbz;B#0~m<`;kmkCm0tiY>)xWOt3G^_<d_@rJ1&<iF9ID%;bEDb=p
z;Qj?&cirGJka+=p;ah-*;hzG~7qTGwI-B7+0LH+&z|VMuHwA|PmaeZT*|2hDPfJ^n
zT!HoTLwb6M81%B7thSn}qV(j7+>D{#_NC1=(IF}&hXN@;IuVmiK#1u0ShKFKEO!JF
zE;^gQXo2u@_4ji1a&>gHwQ;ar=;7`X;O~pYVz4+Y=s$ko@Wmiu`~v)_bZU51xFy_z
z#bX_u9h_X8>>cgr+st3EaDk(<qpQcPd|rIu-r4>X{_y&<eFegS{vyI7qoT~#aHTF-
ztkO$^EF7f~$&h-Hr@0p`GLyCORDCjD6^E2Y`U*mQg(jrbf|i<)LM=+5z>8!wg+d&n
zQy8_fAc;)NSLygc!2)Bb*kqCD&0@VpVhB?ht!krHYl$*ID^FBhM6fADrPHdkK{ADw
z%ahR<A~N)_5xE!~3x%d5P&6cpipEfJfpj8;9Y|rI@C0;VAdx{MF{x+@4nxILcr-9*
zU}ywSwEsd^htF*ne71POTnAe_FLygH&v{M`j=nxLkw~c3G9*&ENWxR9A<&GkP)Rhp
zU~^b_bZlHg68zU{jWCCrEheK;uT#s!LN)`in?b-U`Mhud(LgT0tuV*R%n!pQsy$P5
zUgdGb#w<=-zF=v&e08IKeVbuzOK^X+qA816n@VfR;WcIQDq|^?(bVP?es7*~sKU6V
zA#$ocVYDH<FH1C#Biz{<c49E;?3$DlD`IvuYsacY+sb)6D)_sXNcPn$_BUzvG^i)4
zWc{g>Jegw>$0lFpUa0fQkh`bKJ+gEGIl<`Jz8^L$NgXPS@5wTEWtjR4B375jZ>ULG
zSDnyb7}lK?(w?sC$kZ<@v<y|pfyH-gXWo{MT(CN9?J4dkjL@@u16@ABIDCY({|M>$
ziNF1)o;II&*nH}1_j!QhJe12qqPH_27a*r#6%>q|<S)Uw$qCNEOpn}9+UAyo!)prn
z4y5j07Qd%2e$TSlUENW8dSef-NZHX9Gf<$cw31>4E(XdX1Jy287EqZeYb^+EE(~oh
zwzQT<G!}<dWa>-O^<}x%;+*iDRAXAaE-6YGWfmFLbhS88%0&qnzHE{Q73&BZFCkzN
zco?`uH#)`v22LbQU#$qOmtZvlq?F;!#M+bnA--%r+0TZKvSncG87MnAp<(Ulcn2oI
znMH7gq2ry1NLvB|yunUXtP2(6LdSdXXaQ1gphiMhi)aEmmPrTzv6qJR1@wio2|C(`
ziS>ix6(C+Q1uLO}>WgJ#{qT^@3v#Zr4bsz&g7TzceTWD*GTM_%LBWtv9ymW|yuS+(
z=}yJ_z!1?Mc*LyxUS?nK{eR27S30&`ZX3VUI(oi!T919tz2no|3u5om?Wczhel>RC
z)`9Df&p&!|?e*{X-u~ykm%sk-^RqKoZ*1Fte8c!InC%BoUjFg^9gu<_|9bh>lU*mS
zuAMr$Z1_;;#zS2rC%Q&KJwDeq4b|r$(xGSjrS3^c13uO@dTiCMvy-Q<UA+73+LO26
zJa~TUyPMk%9UI?&@aUz>m!Y-d+4CPCJ~@8*+SIYLn|B{svu*Fnt-DqX?-<y$eQ<c^
znz21Qj-37e-ouBle*5{^+lSAmyNsW|di~_tlgE!9JpSd*lZUrnJh}bq>8)2!uD^M9
z<K3IP@810M`uRNwD4X&3&a_m3z&j)P{wwza@xuHCK8GMVFFZt*pB7t@msXgOPy&%+
z<+(K_*}17Psj-&S*szTFa7bXtOo)UOvXp2`b#X2rA`l}8q;LdQj5Gx&M1(<y1=xN2
zI$E=m6VU#?ff!U(Y0=Q~-uAl6zSjCZW1Gj;uLSN*j|+#Y;&m%}w`>@MtcFeN1^{$n
zmklTv><z%ZAp8yu_CR|DoFCXTaq`&S)5rFK$>HLu!^ie*-!#<M*WS?ER8x_g4(TXL
zKGPhe1cw7~FNE&S<ne-;VWxxvj$mnMtS$q+7k*}lID>Rw2=av=8;}^LzOopi&tL$3
z0f52i3+rs~B4lg;Ef59S4y|?7Q(H#X4Ge}GjG)?JeSHLUYHo63O>rT(d@FJ@*Y<S-
zgo8}1U{myBj#kJNP_arrH6=Q<Wl72C`jsns+CW1_`*{KMI@>L>wV7wTXn~6pggJNt
z_u_C^{{TN<e;*_o0psK6O`;GjR<kM82w&Pc*gCs7IXXMoELs5L<m~9?{(*aE`vddC
z>;Hf93N+SLG}M;YE-5Q4%!!JLG=_zRM#XBwV%RDJK@@})f~af4%EHmI2!BzSH{a~V
zHTeiakuobvYWCx40=U4vO1eTV(CMU*uBeepfi87Ion9CcA__4|g3Pj@FooW#(uZku
zW=(Jy<f2(k5n*zz78-<w^8bsyw*ZdwK(ltMc6VkrGa)mB7+X>^Gc$9my9F(3F*7qW
zTb6B^*^(iSV>@>27-I<8VNT4p&;onzD=U-rzyF<k>#rKk-MJOlTVH+MYPFQsXXWwf
z^PZ#P2$dA37*7#kNqh{Ek0A(9I9>pXi9peVFbp(-g`;pVB!(Xf=a0r>X;cD}hM^Jh
zOcEW8VxXxpNj{iB*z<XF<<eIczxnF&#Vf(z>*?|O%9X3UyciOR)M#W$Wel-YsMbP+
zFL19=snP{oLn0!hopH|CxTwge=!nR;m?&pNc$meglS}w?3YSV!3HcEQNkO!*FoF^#
z^N5za7e<k)l2|29a#0MSB$im6O7AF=beG7Qv-u^l<OID>m~gF)y)r`Jl3_rWhEZ!`
zxa}#jt%ato`TC9oZcj4rV1?oBM(bO3#v|40gJrS<Mf{;W`r&NKP!{EAF5^Ur;8cb5
zWTkw6HoMv8S8ep_iY9c$QffocwPCofWZuRs>3m;gd#X})l*RYuIC`@}`|})|3nI4^
zMr|&P=+B28w~!6Fw%#0DZ?0`qv13nt(*EZ3-3=+b8`Ji+<+SF72lInyzKaPS3y5Be
z=z(h(NEZrXJ;{GP8R1F-g!6MH`npnlJ!pO~ZgjtObl(-6faP-hnm9FPW3lycNBn`t
zu>JMcp=SG$X8Ta1b+A5ou->}8MB5n4%rl|lrQT6O52w^G(?V&?(07%Fw-tpp!<2;A
z7uZYF^?8Zvj93jc-G>@E78TW`AZtWe5yOv#cOwO^!XuWG0$0wO7JL_Dycc4<7vX&t
z6aANgipxN);SpWsEI&0Dp=9|ANp94DWq2<TsNW=bFQg!r!VtU`;5^^JdcA@7TSy69
zPD8GQ0Zka^w-n>E6zj7L=eq*u4?A%#JSsvZB8M2ok&sVfl3UaQC7;TtpeRUhyss<H
z#|2&rI?`K6Mj3<*n}Tmw@J&LdjEd#s1Gq$g$nVsP=_V-?8evp?qDjs+%2+ZsPDn!v
zX($N`s}hhjB8oyllJn+eZ{_7{?0*>dege?jau~uKW_<{M<KC;ygI8JxFSQ@O+;jZe
zw)3|^?7jH&=x1ZoKTiMk&eUIj9GSfR)BX2ue7a-sc=y&lz1#L4c<bGdzxw&^$TUc=
z-#r*T_u)7DPTlA`c)or2+4g-GprfrFn%ah5<o6EU{4ef3a2~k#@Rct=`2NYqcSbLL
z@$<P)zB>Q$?Tep&cI~TgKl$;OFYkkk_{YJs7q<)^?>}%1X7j<fHy=2@anI3>dye$)
zJvwyy;_dJ6Js5lTc>LMu<g=$U&nKp)Mn<0u4?h?ifu**4(~}RTC+|&-{xAjHJNCo$
z=#S%1ejJBT-*L!!n3a6z(t7_J_X6(D!7$wa^3QHQ&Xc2TiILX0FmrskB{|BT5%0)L
zb;8kMQCqbVyFngl)g?vQp<)88xq!X}nTd^6#UPM^LjV%Pz#kjyut$dk*OwO$^v(vC
z)s_`Q(=VNj&q_^fsjaLl$?tBcdTZZ~J)3%xqe7!>#)k3&;NF9~w;b9B?HK(#26_N=
z!QlW$usT3Vac@`S#@-hA(0iwke)z$;&px{R&FvdMef{aD*WMq5FWFk(UQ-6?5IQlJ
zN5RRVcS$Xs%O6XM35WbKuwel1!jc+<_rf;`0xx_Nz!)eO^j_#G2JIJQVUS_L-#fTx
z8?;)$zzKX5@EB~sU`t?<FrW!{HP;{8e_)_zgGHmoBK$$`1^pz_YRO4T$V!N-D#+cn
zv8T7G)~1%xF#$A`KfLb)+^Z2WouRXKj{Vy=fykU1A0y_m5I!EOS1eh+bm8)4i`T4P
z>F(}|Kp+5pgHVA;bPyK$DbPp&U_23L2{xO|1}H5B(Dm?icXM}LzGCU3B@34>Te5ul
z()qXse%E{F<5m6rIscijz`(|a%^T`^JF6OM3$oxZXJWK7Dc&9vBQ@I?N+VHXM2n0;
zLbET=<j&B!(sk}kqZh~QCkXcAo4lAxUxpOLl@o;ux<tW|$#_zcST0nmMH-Dzs}^Xq
z0;N%`FiYhyCb`V0P+4@wFq_V96REXqiIOE!(Rd01U4kJCQA7cXD8!N_FleF>N#G#~
z92ALzqw>&XmLD4LhrwZJGy<E6XVFMpIzz&R1qmFJ?1K(i?y~09r3?SK;I%))FA8_p
z6&`M{E?>6X-JK>9iS>HANK69*uSz3SYZxLiTOv{D^=7+0%n=dej7?5T%1lqo%}UQn
zhX}_QN3coG=LqN&Xq>dE_!*&sOgk-1?Cp^G7DTfvQ^bW%R%RG6$r6+qj<3&_c9$7?
z%1u?Nq6oRSlDI^IdQ*j88piWXQe$#0w2BB}Ym&MpL0)dBRfSS|Qp5wf%7Gl|<_y7x
zWY&f_^5!Vywy1!e&Y(RBnEffF!A!=neBQxK=7vaQPXuaLI%j7FuPd6=8AINdE!kVF
zneS_3S4HyH;<%oyu#PlqcZLn7E8W_a9^8`!fo8MQm1zOVw=K=Eu`q0NY2=2Y@D0Tg
zn=0e#(}P2$SP^bL2f3Pyagoy@*%&3I2MH;GJW?PFkD#G^Nd6vpPZylqTAbTzoZE7|
z+aj9xA~AYpq%5#GL$jkgbX$dadxc?lm0@qSVQ-awcZF_eskSd$QXN6bHUuTgeVh{S
zI5{H2Os-B+Hi6iiW2wnDS7n(>Qngu5Nm3X;+QPM~X<7kV&PK>s{vxV33k%@A0%CPh
z?r%b}E(x)0cKlyxxju_1h-LJkm2C8C0l`Ji@KUjS<aAFl$%TVn#R^)^L9OJXS8*|`
zIOvtkz-7#UWh~@!HfALUyPAhzD<Zo}s2&oUH=hKS-F1|})zqN10;-=)!%lOWtBX@w
zYx0^Zaw_wZGGgrxqfE&mv9bOXggZ6BorgzgxTHwEB+0H#w(DlIeANQGj1??rglM?2
zRz-qc6=f1fn#6H-Rjf@BrsLaGa6xiHwY*4^D9R#<FpC`~@qAwoz`eEmt~VTnP_K`{
zW&qgPJOr+Tk0C~EHc4y{au0r;|NWldKJ@oa8V4c4?Egsbo#S5k>cG9%8V-EWc;IRi
zR0$7WdExB+p#RiIdoF)<;)@4Y?oE6?KJ&x$^PeZ4ef?nMgU`Qx`~9oi4jtRL>%g}C
zhmW7R_yr^>jL$roocZz5*p=Hq9y#~P=D`b{d(O1)J3pIRHgv7?@C`s;n2w`2VOOqk
z@443f?`=AMb?EZvSH69C{f9^Ie)!d?Yqu`m`ts@*UtRv}%S*Svy!6?Z?_9k(Fm$|o
z=Yb7-hBh5Iwsq*8?L+Sj96Ua7;H|9(j~_jA3A!pCjLr;CJR1Y<ot~MPd^$SzWOU@g
z)3FEBPai&;0kVBCGye0;=npVcBR`Bk1`!xKi+`1TUq)P@+}{SY-#N$cd|wYaiIHhB
zAyL6vhe;J<)5nFG;={~v)1nj_<vg2C8g5ocTJ;W#)~b=hF(<_dD{sAR^-zvBv}YSQ
zV}USJ<D$U!(AUv&aM!ku##*JA&t;I4<D%it>Y|*k`pP4_x9;xm&VYu9a4T@{w!Zd*
zduF*8`Z6G-cW$Yzp|%849bm@|j*w~A(OPrj*#1lBPMkh|=-uOoAkyLd$)mfs02Eg>
zl;vl|M;WAiF_R3gW7uDVtOkf;0O*Az2Qcx@B{P5@<E=w`K<0&P2QdADmfPRe^6v2=
z_|Cx;0cK!$0GN9r4g#t!fQO;w4dU9s{{R+W;9iJ*Xs@q1cHqF)4I8aGJuU!&@Ngre
zf^0g-4UWlAO>U|v+dr^rV{2omUPVI(V13+izV0l1kdjXaPe@T_^6o7g_H6AhE66eH
zQ~|zT%N8$KvgnOvOBbzOyV}D8QaODCg96YPBo+q(5Gn{6;N|0i!()PjO=hzZg$`Qp
zvewhn&CSgPWa35exq!Y)7tP1@@H_X;$E*7LbN(}5ft{Nww)K_ucNKLu=hfF_m6WDs
z<|aiYM5(P7j#@{R>F{D5N@VcmXxEXXYX~xThTe;9@?hvZXev*d+=nI&0Q6;uF$_Kl
z(!XFqOd?h(rQjG)O8HVLSET0iHGGbe$5jf1S{cMI>OyR~kPw*>>Ld&-iI&1s;g~WM
zMI1;J1`$MPvJ_8OlG$n^OM#{cP+)$b@zE5HKaPyR6ESoKk;5i&S!6zoCgPC!Of-!M
z{@yp2F8sr*|M?%U{~5S<sq4C>uIvB2bjgzS>v1d=Q!0hy?1@Cml1K?G7Lf%eWU)-G
z)*AGV2uFT?UQJa+O=VeCX;E1|B=JORp&yM#ga|b$lW3Ka!MAGS2Zkx|`A%g`rll&w
zSQsx)fTG(FMs2pKuQql^M@DyLOp=YQXZwgSYXm{7R0Q`B9y-m)FA7(cIn;R;K{P)o
zisP51B~*m6o8!dwQQTZDDnsa=&skY5Ue#mq>JRnn3ij%@`fiFqZHmJ5ga!3Q;r3?o
zc4zRrBJr)^*xq<re+qlPuZ_)x&YrCB`dD3MguEtNSsSgaiBi-=$?KhphBzfmO|-Pg
z&MvgG%A>@UG18JqQE9ZaDp6AqC5u!N4V(Zq(+@hAEfTU-PKShc6%Qima9lDH-s>kK
zJaL|`7}vEJmsRNXOVMlJAbTtjV^)Ss5EXHv-a^CXQo}&0c5{(pbD?aYNWQIDxvf~e
zAxl~vMFsAS5xIx5*V$R?9YUWZ12Hp{0~X(`NMTAC*BML;QDdNCO)o^MIe}6dREl^A
zNr0CwP@P6aEW>#&z<Rt%@?8vlYFzAE0b#umzg~a?-^D5(X0@2;qM*8~nO<s!r=08p
z11CnVpG}0ciGmDVUp?E~#PzodgTfTp5INe&^E2`h;VNRhg_9m3ORx)#B8-ggE2aB|
zX;}@$iHCM{d~p8or`Jwjd+*4Z!`t_7Y3r!Y&4{+x6l^(Yw&XxPpXku?(jEGOSX*JN
zEk7nW%V9_hRVRfglEYM4QN|pnIooN>cA9cxE!j>pWL&35YSSb28BvC;nAypQHl#-z
z=KFf6+4~#!&M_xsDS*vj7JXj~?3&FE-1E=kUifme+zU%*b^EW>@4MV^;4*M;=g|)~
zp8RO%g)as_{OR;JPcGkm`q9YD=VLS9j7)y=!`*i--#GZr*@GwEJ$B~(bJsrl<m(^q
z4UY{^&fFWB{O0b+jW6$<y!`pr!|!+QKHahRz0Ly{yN5pLK774n=vw>GHAqEkJ9MdG
z*Xfo$r#BtDG<5OS<*)C3@a?^m*KWUc@y5vyV6Gj%aCzv=xjk>68W=j-yZb=Tt^=D7
z9^HQAo!xJ}yZ88+y>Fd{yx+lh-aC8c!>@mS_-JhU@z~Vx*wc}*@sY8Sk&#DZv)p@s
zYBsFw{`1Lu&nNCYAO9I<X7ne}dx3jF@&)w$&C~lE?!w6&@y><!!ei$9dPsIy62eR|
zR&9hy6>gB*H4?KNDtowa4ADxRA;xH%-mDbrBpjn$;4o_-eHU7W!K2&TQn!6$7jQ3x
zfYntLRhQ<s)>rM`+7F#>N(qn4ASF5@DvEMyigG~jJ-ln+z}Af*ffi;YHCKTXxa9yW
zukGHvv8TDcxeDUTAjB*^B_<^?5*msj&evv9C&Y$<(Rcr@&EUpOjdMV*8l*t9)Rfkj
z=0RgxT1>cIE4ON7aSj_0FNE#_@j?Ov7<9qFFxO83F%Cev=T07j019Yidl5s?3O6C+
z7v$f$#0Ky-%&oS8kPN8~@ZSP~4;(5Ud=B6fhIdVm9@xKU>$V7+jS696-kxMM(yCQw
z#Ko59W_LH%5AE8vt*0X)+$N@zNddkXA9qraFPDOYu<o?j2zbI>1AWz{g*KDU$HVoF
zzx?MLuf4K#$wCizS3f@=A0Kaje_s?j5RD0h5MOU^kapK$aVVS33<D?YUDmjOB^W%x
zOBO6z{N@Vq2Cw>kuWi2nLj3;x|B|o3mX5Ukw$$#1#J1Xm#+sz6iloA#goM;cV~9zp
zQ!|xnvQ&c=YY|+v3rW0=An~AUJehiTs@k2b@S-aGXz~D>3`rBCsXQW`$Kr}aBB@d)
zSIeLnSRfYhAbg*t;L)WVSe@mmWnzO)X$@8e+r)YcM`54}RCtyQMUw=OM1DBFFNTM}
z0qaVLEZ|-xk}L=$anMvg>R0Y10rwJsdwFc&UW$N4<kC?zq8q~J)kSao+be(g!yB)@
zx@<8(?+fl-x_JG13>_lLglIY)PUu1rLnOj88F&Vr33+8Qs9shCTP<m6$pv{iIhkpB
zS!odEn2{I@|GMW;aC97!ML<d!I2DHgrEC^CBQ45Mk``W?5uP1qh%mCE%-o_>TU%wy
zKu1YObw)y{Qp3e@Fy0J=8yD%Vq2Xh-vJ9Ic-J*5Mc{(COjr9y=Ba>CM;!ttEl^e-J
zgc8>z5Ed7*R<s*^du)gXjeDKit<CJ$VGC-r1$8@c+fz7Ol30y4WR=OkJ_OYij-Bs|
ztS8ISk{nzbCM^i&725?Rc0sX?Uu@@<hVsk91r-iqNeCy)K+Z6b@@=dFAWthZ+s4j!
z2-9txFey&Q@|RP+Wi&r6533Upm0W^^iQ`ew416F7<%9G0#Cf^n++DD<=(`-XZUNb2
zp#-}oToO<e#cj)0^%dzh6{~x5#l6|W{yfQ+LIs!{`ty{H@$3RCHeTu##$In_thKV;
z9AZR_8W(S*#2P8#YOGm;P_W#^l=Whgn~>nf$GPya>jkr9yPl6(%R#Q9BbG4`%Q&c2
zVuFjB>0{&tnE8Q5E<(fbf-&>_fp6{NAe%72$nm!Dd?OUt1S2)W&P}(m<Mbq_mXKtk
z!OgrVF~D}BnVuZXDvDFp=Y(`s#5d$S60AI{6lWG=Qyt2kJ(V}l4?X_r<LM{g4FB}W
zPw-CorQ@d#ZtiO+EJ_NE)(dS?dbpaM5G*Z-3$9Fa)TBpLCWjR}E%{M~+-QBC(@+?1
zDM_-GrP#|-LrPOZN|NoxNmdv*c`-IPFHD39p6~17H|_<vec>^f<=#2T7r6HY^v=eM
zz2M$i5%_OB{9iio|HD21r+P1Zl^0(Tp8UhvyoLQ&>-Yc0z1M(yx1axf|F!RqeR}8Q
zR}asA|M=n$k3RVB&iRi&+yBnlT}MwGJA2{%o1fhJ?x&w0jf_l9k4`_kH$3_6-O*3K
zdwA}~*E^40?A~*#Yv0+f1Mhbqy4*E*rTyUL_CwHQ0VfxlcAad4qT#nL9J%!A)o<?I
z{Qmyg55G8Z<>rYi9~{4Uap>%Od*41eaOiOVzJr_g4{ksF*1?l!kDa@G;^MVamv5ZD
zeEsazn-^|;`q3BP{`_zl*4ZA9O*{decVu{Y`0?n-!*Sr=(OJRv*~Go)&|C5J?q4VF
z{B``7XJfxS9r+nr*kFKZ0dD8ech1>62fc9qEBcP#o1Fjr-lTAIGB_L@!A`5rBIoIa
zOtXw@d4ayby(v-l<VahvT5OQ<LiLLH@ZkKk_{xGzC{1gxEAQ`W-nOw5(05~3OKW{)
zM|172ts7e#s&q=ROvr|%x8~aN=E~x}mb#;Rwt?h3E7g`4bktXD>T2GzeItmyovk$>
z^ETC&l@w+~hMOIs#=PvLwB%@+m}NG|H-O=xyU7k|m;#0~+)|jCR9Bh@Qv?b#RIpie
zk&sdLqLd8~7j#+xU~nmbfq~B;ft(9B&!2kh`o**0XMl46<K~(&D7gSv1LQma_kuAP
zL|`yNz<&Zr!F?S~Fp%pjV3G+)KX{&;)P%vkyZ7(d5f|a$P{<g6U+_7E8lfLKu`)lm
zx2fUq?(JZ8fF=vQM8GCsh=IPOAU`GnCF3$;!>!#d^;<V~*HxB;+b#ay9&fz*%ImMb
zvSjfBcXx>7^!E1l1o}k-_o4&+{k<U}7!rO71awG<B_t%60Hvj_Yu2q@xe~<QMQ^~s
z$(q%_bMJirg8cpY|0Q36reaflp|L7gUzVjS$}$w@Sc?jxGBP9Vuykq!*RGPTP?4k>
zv{3EGQh3qio;0N=P3=Wf`_R<>bX6cjg=PY~f<h~2aOFI{Tr8B!L~?jvNGTM{BqF{-
z#8!$Jasg8z=Bhym(1{Huf!4^Bs);-qnkEb&^8D~zZw$vHi0K+Yck!pV2htG)ejrKU
zhhzESm`E}gNoM(CNq$%&ib}&VnFKbdz6=r%jx;QT?1@CYwrtUVy!Pi;7A;t?3ijIE
zS9rL;zGB64H#d-Z!QzW$GGQ2EF<UC7@_BSVk1vx-RSLOEp;9X#Rzj_k$;5nvMxGQK
z3CWIXDUU_QP%r^hY!DcI1rReqCo6;;hgF{#9g+lZ^FauNoMljQ;-f5u+3~Q^T#}mt
zmF)s1g@Q&B0|IDBw1`5tDb&#hbCgbR1-k_fEkq-9bi6~#N-;~548mXz#!B@{Ww}(!
zyt+dP8zRU}rocKqqB$7dY{S->kquT%XB4$Lj98%b%9Oa|sl5tyzVm&NwI*BZV)cbK
zL5`7?Z{ZYJIQeEcVHH|gMK(4-Z;_pqW2WQ=)5;<R6*1zHNMTWgupmN|WMb%<P|CIn
z@39c$zL4m*iX5;WQhEph?)U&tEW!in>xS}i$NPAZV7%Rlp6hV#%V@sK<wO^U3|SP-
zYspge7HBsXs=Bj9-C2UZ9PvPrYEPwkXSu06Q&t_#%rc_mq<#?suQ0xMxEK*3M@1;H
zp>niI=&xY9^9ie1=;dtW3Qo{U7#@0!81Et@xhp813bKcc=%yrlz;|dBAVHUo)zRV&
z^f)~=T1|9nNJ%Donw6DdgDO2{f}WgYq~?b6N}*vSMO%}sDUJ~rMv2Pf6>zgD%M4SS
zs%y%&Y_5sl*O_~`zieA`W>LJ>X=FMy)EuXFZ(sGt=LesBcjNh^ucjY-G5*V^kG{F~
z^|e#yk8Io7RaKP{l@_LsGmDaK(vk#geO6RUuCqSfQ4pcc3Q^=mY6@cwB?*@DWNT%r
zy)reVBE?>wY%5E$mL^%tl3{Fcg!AG=OJSmAzORS>dE7hawE*;m@ZQ-xhsJ|fn-77{
z;VMYJy>DOdKXr4<*^jrK|8&QN+j}m2eDK@{``&qPR(&0M>+Sb1e{lPYukYNyH#$B#
zJu^P@{PD!IUmj0>^~=cRPk-2V;!5BCcYF7r?cRT`bN_iTJhbk8uXX>quEC34gYUQR
zJJo&Q^!B$e9=~$y!yg`ec6a#3H$Pvx_2qjvKRR{w>f0AD9eMBE!BeLXoIEuM!Lb)F
zU;Oyi&9A<__5Dwu|8(cepYMKi_rXsO9^ZR1`Ur@3Hmi4hcywfV<nhSxLlAq%NA5oz
zovosn0m&E8cjE5z@jK7Q?mQd2GxH+1VUBF!0Wd(na{xTYz(BvxV51ENq8_Fn&-e9^
z9T%RL5LuMsOmPIOI1~ko6l>EbgqjRus2}2GIK%RjV-mtGv7x4nxNz8g1MGywG?>nY
zO2F6c{aw4Z^un^(j?KM02m1DG-vr!ihwNOlwym)m)Xt6VjoW(KV6P2kpr^IFsd__e
z9h44l+tdX~4lNDkkYfhM29S9}Z93rIiqagYvCyi77Ner0r5a*>?M9_a%!Xgo6$P0c
z4V8e+<+*8@agnhh<|wPd83yg7vmL~61VtD2>|l=!kQK-lwA_nlPF#NPB)Atq3I;m_
z9KqNC-)(fL1-KWC!4UY+R9y<V3y%TcFG#^4`9j+TKFC+hp(V#g?%h7Hcl*{PXS9gJ
zBA^0U6k<%My)YxKG$*UArt%O}Gxzrur6-5#)e0_?OTsbmC^iWz<<KK-rpD^B4V^9Z
z)n(48a4b4-`O-y;7QViC@tdnxFL!lY=k4tg5a5T!AaPhE)K~-{eEj^ps8m8&DAZO2
zlSnvsw{?Hx-q#l{e0|x{g@C^EaXtL*bC{1;_4nueXTAb;Ir6FuNnrvnBbpf>MstR-
z5}oqsNQKtG708&dI7SxoNn$BZpa@_|!PVeJm3dR;zI2s8T^#@^XABjVr6zMUOo5gw
z)CdGB5l;@uh!U<u!I#R!QocgMR!RVRSqdpvt>S64T(y=dQxSL)6rCSH;`kHTegv-X
zEc&wDgXn902{0Z=niq=h7D#drBKhHH2t3UPP4LGNaSSGf%cb%;G$Dr}=0d#$fkpF1
z1-!m|@qfJjmp?CFxN!B#*&MUKaW9_DhNU(Fn+*deeCTeIN;wiSUn&tRqzbh{p^{6a
zLOvgC5M;T8m*5OfbcU;>TqX%c!5~N&B$Z63(I7F6#pZxrS#PmgE!JR-PQ!)xHzCJp
zF+@9~(lXLw<KyK@6@|(~qlw5s0v1UDE?0_l2Bk$WGswA8I)+3=VuTcmmd^=Q%j`;#
zl10+dgOUV@3N5-lg54R#t+5a*47i$La&<7NM2{)fV=AqrA_FF#=NiRa9WQiCl6ubf
zwb7Jds)^PVSoyzlZ!ia-H{Zf62xb;qnZ<UXUuK?#3bn;mPH}yrvNlm!6|XFdRip;9
zwG1D+-_pP}fAL-U=KvQddRQLhu{y|W9S|?l&m+*s9p&pqLip1I5OjneY`2kp)-VIt
zC@CHha&%!7uPH;(m8<T_Q*>ksJ2Lpa+2SpQs=Zagdn$uB=4qM}L29O^>#%XMz(_H|
zAr1_a1cgYD7H9@!drQbJY|ILJ;1Z_)5;kHfH*kdrvsOj%G%)?l+`wR7P%t;pE<i@e
z@bNlox|Np`D#{HL<%9|{teh-67r4D7T3Y6ml|+g2Lb(Ou{Hl0GQ-+~4&)Sh2T%W3`
zOI9~$8sNOA(B4}V(p_lZQW-telXq%+^?Q4o4)qjOr<s$jyjTOXFy64gulmEY2OfNJ
zY3lB+>HD9}&b`k@zQ6I^&37*x-8Rr%RFxi{5voWJkyRwwT61H1N)p?0ql=@o*&(um
zC{0P6u{_aInPRO@wO6Ovt5R)nUY;CWo)kQLOonry-{6uYb8(`1zORS>f!sSM`8E%J
z)C@hshpsn6e(&H1ErVAe$E<DWQrqE+?MHr{?jz?n9X|D9%k0SRw@#k9_R+`R`~X$L
z55}L4OwEi<KOdg_>%*~UKRtT-@z;0XI{)F0qwn`0dhZ4LzSp(?T=&8AeMc^DKXr50
znGbiIyt3!?)g$kJbpDfXzPLC1<M71S_a5K=@t2!le{=Qo&o1A(_5Q~noxOe?22QSj
z@x_-v|MKIb$9G4^9*j@GJeqhqHZ?syJv}=4bYx;2xO;RI$QLquXQ6ju^!_ApFO(FI
z1NYv4K7Q}{*xl!&z`b|j=F4V=IX}b8@-KW8_TBzE^W?A3hG%D<|Kuk`mZZhj7i8oo
zMr!$Voqz!hT$Y&_u2+O=WrZounu3hdtfb<MgwpJ!nxd@sy0YGuT42|nmfFsys;*|h
z#RjMb-qzneu(4}HXLEH~L5#ze5EI_jS`RP`v10>WEwI=2)_%};+vYxZLtA}sM?GLI
zKyOu9E|?s0vl6XlRhV60TU7`*0ebDhnmO(bw`vVaAy^%1N^;>7H?-73aBg-&baG@!
zVuT&^Uhpu0u>r(eh~$Mr3J7-4NcnIl<TgNn16X`P(S_<^NHzmDhD9^rUic`4o&hbx
zDqMX<5yTP0Cj$2l?cEN+4zTqG`MvNYIcbT9_U=5iZ&z+cs#YPTlW+nSJ=qymmYZFa
zkyc+?ym!l{-JAL<^0J)vV7&z1fTVE9c&H_Xw?o6sy7I!@)`psz$`aTzA>dFztxFca
zxoFYrOO`HJy>^ASk4I1t0^Ae8y%=;L3W-1l`Z4Kb;NGy1U^<luwQimsE>KvydL`6W
zECmL3S-*NdE{ET_cRpU#-=FiJ`3kfbtLn4G`A%A_ImjS#m9o}~*=}5h2a({4M7#N;
zybyR4j?Kbypr3;6MdbKUg#O^^r6~ev$^fbyNt5H4N-9^w6&eI0y@03Uvt+=de7Zow
z7E1(Do>a<KNLg|i8C$7jD^(1cf+Ucj7~B8~D*y`Ks5}f)jD=hXmNbCOcMl@3^T)Xc
z5Z3$SR(b}m@(gfApgoaTZxl9&M5YUc0;NKzQi!!mnL#a7Ny!|BR}kX0rHlUk)mQ#=
z!5eQZU$zW<4le8evSjJf^)7fOi!GIrI9xIp92ZKlRx8#(PqB=_<FW-jg;r^>7|g*&
zvqf((D8oa|`8g?BX>l4kyzzyi;t)jGARw{P6cIQsa7+nHs^hCoT&007R-ox@43ooF
zXcWPAh-OpUBd9`EAc^aXX8Ir*{%8({D5i6CT%n1>*VE{76q<oVLVG%s&4lGYsZ<1M
z6f`lN5G5ky>1fqq;+k+tzLA-&qZOE0c_wDMnwX-(r)!A`GE^|l#YkQg!f_85c+dB>
z(UfScb!v)3L~}le(hxyO2>2Yh#Wr@ajR{j^W8?>eRfAO<D{W5Iwq=@Hvn&ni=DbL$
zRfOha*5N%CBV86^yjJ3T*F#eS7U6{p^u-4G!@G0%pa41=#m1mHXe1ly#|UucqFvN<
z?+67ZKayLYDr?P>w`WOPQu(c^ysk`9f4*X8nQ139IOl8IQ)N|A-27l_iU#kLp(7;7
zP_QM4f=qmbnhD(N%EhdPO*DXBUchoOdbOJ59?S`Fh_TTMl2b)-D#>wbY6`r<c7AcB
ztSm-Z7Og0bl;nl-^TYUHQLc<rR>vzVow8zwpfo}VNZ+1m?9I3J<XM|jHBBk1jx0lW
zuDK`A+?#LNP+;9w6@9EX@63+sb9)*FdkSh&O{rFHypdHDZ`jvcaqZ-;A3l2b@i$jT
zzP~>H^GATbQ}=EI`hIog_*>gsyUSAwV{|#;irN%=S7F>hb^6A##Oef7QKYKGsVh$~
zRV4@4q}poJ>@aXrm13<(hE^2I>@j6_%9AanN#>Fy(|lhK^UuAo+V<=Gulc>dmR7vn
zTk(>w7@!yCLnxSN8HC^kXcLCMw#&^2FE$-`zhVD-^?T3M?RmF(-{}p9-r0KOot<x;
zK638L)z80y7_lE8jocdn5S@JTbY^7o`S8={k0zddcW?Oe$KM=1dt=+-bD;WeJow(`
zBNum`yfJj~^LIb}<-(Wu-v9ikOP~LE?W<ot`}yJBv8PX_rh#UmoA~DuVBp8!KYIAh
z{kxz4{NraoegEa1pT2*1|NhwM@YLkU^wh}I<l~9)$Kzw8PbbDFC&r$RjZJ{D7uwk#
zkIgz9?oZ5#y`%T0|Hi$~!0-UXJ9>8p8jAm>@q*7`&hP+U-?@RCfWaUI!?N2f`hwUC
z^gGXg@?yiGn4tsuBl1!s^zs<9rmLo;zqz^~IVLMMyuL8AyRK|wb4^!Wd38ZLWYTsv
zR&42M-nFT#zq1L7jPugtq1w2-FsmMNgvtx^GLzGjoG>}*iRDE(;QMU?s%)r&-U`@j
z16l^P7N)hftgf=4vNQ*(ic5<!%S*DMwauuLg;=$q{etrW05~e#Jm+(Wjj-Abij2gl
z+OoWj?G1gcb-=y3NlsX8E6PY}tu2R63J4zqXD_U<!9aW&2)0mN0n2WX;Q)yfz`f-K
zS-``vss_tzAnJnfYthPqenB4wy%!!Zr}u)(7fcc0ivzKDcCW3m=Ip8Cr%xQKt162K
z2^O#!av?7}Iiad3KQA>ItPVRjZrIh|S65t^6dA6UiiC8?IV8>QP;*&!gC;K{r3zBi
ziu0l(LeNP6rC`&A0*ZyNzPa$#<*Sx>`+6Wz0cd0Z76lUsgFzzL3`(fY9A>j{S@hX^
zf)L06zW@k2^Ycap`eTp*^Km)+&b{;Ts{a0*|IAmQK9g6O%*=_vI}LsY{#qe<2@Smf
z<Nt=Q=j(26Z?1D);)U>_a9OjeDOZGM3ehasVv_|@B?yw(pCAe(iE(r}m80eg^#Y-e
z&sA|5QWk~JCUf~TKA$b(iluBIUYVRNm$Ma0fL@A7g5wB+XsiHGN11%0K*mz&c^V50
zU8Y4b_<jUBj5mht7Kn8V#Q0zd0R+hGB@tLmfL^&?C)26rdbP@=6|3cBHp4T(@3qAX
z{_T}N{qgnJUR|<y$=WrG)~tSI;UY*d1n%WPZv|ff=3cQ@r?uH^(NX5`P$5*uOGP@1
zAv7{HHX$Y<$r%?Pk(TN#FU`r$j91Dy6ha^whrr{pfn>fPMd3@4A?OMWUxyPLutIGR
zN9IN0`p|f22w_v2*@jTM#umg?d6Gn~SiUQo?|~8d668pR4$CrPn7SZ}!UxUuMlu6%
zP%y`*utgNM083@isAN5x5G|&p==dpmew36JAtpN&jA%J6RDiQ_QFb26$bg*N)qLa%
z1=&^0n0LLmImuKXrz>~JO2fnz4rx`StU3xtS{*5@bnq*}xn-g3;t*z;gIgajYfaO2
z<^*@<+1qkMO5?SWDvE;U%M4ma_FF>@@}Qx8DQJH(CXkFpk+2v721CYTSvWiokLTmD
zJZumL<te~<XqbKuB{tW=sZNqKrb(JofjK#iiJbN{!G;{!K%s7+$k3My+^eW{3X4P7
z83szc5+5nUgo;tHcV^-RYMFj=iYM%;@!*9DS}8`ZRuWvzOutA8K2b|gGjh_++%zLQ
z-OS0c3yK`l3a7d{PE+Mnl}F2p!iB{SVP&kME>Yc(q^XTpmPd*zqC`zes;(^K#sXVk
zzO^k4Qj6iHp)cRkUl_cp*t)66wyQcCn)uG`tiG_X@yLdv#?0XCa8a6FP?>5S+FbkL
znSDQfa%PTuCw}>O=JA)$pM3oc-X6bo?)>1!ZB4mAwnfpJhP05LqS$RU>6<H(8dI(1
zvAT+QV`ZYHCdF2lX0J~VfvE-6H^o{x%e}#sDKJ(TK;N=tGobH$|E~D|lzVUex1Qpc
zT*P1`p5xvRTZV474&G=Tyw-Z?YV*NMP5Uo2>^oP#=e@e!XPfq(?mhI*wqvIcynEr)
zwNGHd?T5!>cSa^2j7>fSlkLRx@Y5NX$K%sK+#kMn>)W@_-`H{ZZ2$g~1B37FK5_Nv
z#m~;&`uUSPV_!X<`s(5M*AGX(eK`8d@HlvbC!S4@Og()vIWaslHT-Pq$@JvIr(<_V
zAOAA^@b2iNM-wCCGgFg)oq75kG~TCA#z&q&Xv6sM_{0c!93Zk6KzL&8;l${J35YKn
zy*DfNj^3LYyY~$AUKlt51|GdTJ$iR?6e4{8JMjYdzAX6y`hw~^Yj~Ldp5naNu$t_o
z?d^420Y=l}Dl?PzY-rox-`P-<Ri2sHT$;P7rDkwj-vJ0It1oM+$nR>b*wopuy{{b*
zw6ZW0+T3zdWAihCa<j_{vjKPKh_|vNuP`SKBE@QpbK9y*H#FCRPTN*f3QKKmwPj6J
z#pOj=#rbKag&6?7klv7;kzg?@!|VotUWjyn0M6KG`)s&bUwcB79jp$SNzrv>d428m
zpcq%?WdQer<XcscwR2Ms=(Nx=0nT1XW&pt!m=>g3P<P=@u<wG~0ld2)=K|$I-~&WA
zz`zOg7lQ~4kq!X8pjShP88Gvl&jFAa+ACneZ9_-X`7<ZZoI2iIUlkp0huv#PBuh(h
zmgZ(<Cd8IxWo+%~+P!IGTTNAFe5_t7=0O5InJAzE_p<GJZFXu>MREQt_d4tdfA0lv
zzPfPXYYP{>wqOx(?_wW6;9dkO$RFSqj}C&tp#s@-iq)hKwVEXYE{jHnn{&fqPz4;O
zh&L~L(7$u<eE-({{rTtn6-W#AO}F`Hh9J}I=y(g#rtlV!m*M<h^Ktvnb*ulhe8r!=
z{9Gg|i6uNlYY&kctsJ?5#8ra%)(6e@MzQ>{Tr5>WWhq%)HJ7Ib0hG;<Fe!Wnkqu5<
zI)%d)O1N?*N3MWj%OLJdM&gUGY#x%%LbJG3iCmyJYhmXgCczq;q>qRZ8cZyOiYZev
zByy@y3<Jmwnk`c#<jNp_Osg{J#7db^4ne_Eu0%kjQ#}2BUt9R*zy0YCfB4H^{<3hv
z!j&r*tX%P@H{M*lW-Wom<||c9F?<gSrP<<0NGPg-x5~;xV<Pl6b4XNJd}@4Nac*fv
zVNpqTaY<%*c}{9dq*zG9V|)o%Uko1WM;3e1w4OALH$&^o(fjdqzFf5zOXf-wy3s{G
zTxEbrkCIt}BxY~6#)TqZLy)e)N!Q`zZUmJlMdwY``%tuAB!wGR=!)ig;5a@+E`rJn
zpmP1lOeCI2#{`OS0V*0+Ny7>8fdYJhoQjrFQ39MF7wyGCdC(E-Fz$=c?h9#wtJv6i
z>05vK8f!~6HzyftovP|+MP01ADM8zsVrWm*x2I@Zla!5d(%KkNRV2SUTG*JV0PY37
zw>`(&o)=n`Y>YQ?%mS>G;?F1e38`oS4acS6S!4o}LZ*``R1%p+By$KPK7lAC5(ESk
z59=!;cxzb*hXR)s#x9Q+)+7pQ6M5CK%-T3+OA4<mL)@3G=*w1hXQ*0}<?y9TLb+Kc
zdZLCDEhmIaaUl|Hun=wF1gaT+QnIHQ?<&EpQ{Y?-G@md5IzdCv3>M^tNb*A@IaXng
zO;8XjE{Tv;I@MLN>WXMZS){bYAu5ZM)Wj<rleNt$y2eCxWwf{|M%<jN?#?px&vI{Y
zdzz*-Ro$I!+zhx|6|tu#YDY!*-a6-rzP$H$RbM&S{LYs0?xKkD1YL2Qw!PT-?*6W?
zuf6@`yK7VTZ%^O9J@e?x=VL$ob?k@dkG{PB+4~odY~I~o+?4I8Of)xUgmx7~Zz@mR
zSQ^)oVXI9vRV7-gldZL>K)j(18DTJWX(2T!_NtUww?k!$ZPxaXYO8qRd?-u$|AD{v
zCA}Ad8ekwAVs=39{a?BF&@Ct|Zaf6rb1xR?4*e?mg4+Qk-&RQ69lX{y_(9v?)wyXs
zbfshP!iJ%Dx4-?~(EHcVfBH4}6YfsTJf4~vnSM4rHS^@@^po+aha(feJQ)7$+h5Lq
z@afRW3tJDK*tGBM9Y@X%ow@$rhu?nm!=oQYCLc^adoVfkU~>Aw)5*t^ljGBq6H}nr
zK7Ks*cw~BF^x5R-%+uki@rUD29*jMDH2!$x>B!S(lT**9Agc^I*@nj+JsEj0GWu|A
z{L#~=@C1*aP5>s)?y>>&KAnZz7h><&3+SEY-dXgW0T>>+GydeK(Z{oq4s)pvzv1q0
z7T@0-zktUuFaKShkMn|rh?bJ<6MMG2e`N3A=I;G{9dGa2a%gi;Ygt}JR#I(#`o^ZJ
z(}TO;KYj@4cS~nuS3^ZxO$n5{wbz${$)UZW0%X{#k{r-`Tk0!2Tk3k+8+$vN+M8-B
zigTebqOrWNwW_40vbeFlpr$wn?7^@Q*IHLrQJf9X3q8dRHN~*k2C8pFm^miW3fx;)
zT?E`4?+o3xxoc~G2W+&NHInp%$lB6eD6QyfsDiRKfZlYc1GpEm)F77(+`KT`Hg*BK
z0?mT73yBTjVSsWCfL_peAzA^#%|P{qy|%Z9_Q5&m!+_=B=7ps;pye}fAHMMJ+pq@*
z@ec60asdl;<A$n|w~rot>&O9+ZEa>98IPnA&<?vLJuwyvn)B0Awsdvu8`!+Dt))0K
zT_=GKb1V$dFJxwhn)C%(X?2yQwN<6y@AdX{|MM$<0`6V9Y{Amy3s$dN?&I$fg!BXM
z#UcX;7$gyk0`6r{h(@i-W;SRPQl(Th`!1+PY0{}J2Cdy<3<;i>_k;cwx%c$NuYR9@
zp;ur&es{h6oXIAy^kDxy2QEK~oE<@NnotVXT5`~v{_d~1uKwey6|eaDuUBd$ArT?Q
z5WCuJm1->vp(+5!@<5P05M)0z6Hk-SIl#Rt4p+(LD!6PJhaqB+ICvzPfTc3|VxAmY
z(!f}&fTm!YP)y+PF-$g!&LnX8T(w3W8Wx_M5|^8sSWp<9nQ4f0$b-!?vq@?)NDMj&
zsJjNeSfl1jMLelcrcugNa;}gIk!d{m*DRkyppt=mUthT3-~aPZe|q&*_!sixRVx8~
z|MSfSOV+L@u^~uJ1ClS$uR7Qok(l@^_c|kWR--x8;)r#m<)r2oW##0j=Hw;k<R-?%
zSowT14(khp!ehOmubHNY^fnKs&V!|MXKUP8N>`?AJwpQH##VT6)t-E<2UqLL(yXPa
zR+1De2#Qq%)f$3&9Z9>MtaTx)U5JWxc*#1PU>%O@f@ixCS?)xpJCWgoBcTEViGk4P
z1u<VpLZCkk<VetQLBt?moWBRg*EPs<jrY36J}!$f{%eTHdGF_HPq(zDm>S}>^>OOP
z7tq_26}&Om)}LqX%Q1JQ>)Mi4O$oBbM0rb!x-DJbmSJkowsz!)*QN!hScM@niiVAm
z($EkACkEZ0PUg_4Y&wGlMe=kOiwdh8R6da;BoT!q3?J_=A^Gaq0S*N|Gn8E#E2xa)
zSH*EEqv<tHMsqT+GhN)1DeuWtcBZRZlN5DMNog2A+ssVXQk@ENgp3#_CE7$d6Bngn
zB4lK5G2TszS+ByonHh*k2_e<U%?pthITS_Vio6gpOi{SBEJ|4wtF4aHR>mmHqhx@-
zl`-=AL`_SYp)K76(Zn^eGO%#8rs{ffESri#`U|Wb>ALnbZEucwpd@r(ZS?-SnC<0Z
zyQ-s(c4eN~T6S??!--90U4;>4@!G-|b#p=VJ9|35xboJcZ$Fs42i*JF%;T?~Py7ru
z1mkx;{qDxeQ+v7w8grX-B5PA^&Dr6d1yQ}l&Yr^P)=YbSN-#igb#h2;T3CICqaiZ_
zj&NR`8d{kWQki0(J*Li1MM}u*f?JaH<-g1GasE%$d;j0L_g2&3T#DLkkXrNXeAImC
z!{$RbTMylUX&b!WK6Jg~@Qu0YIr_oo;}>?Fx;S{@#_10~zy9qnU)+84!=vFl!=v{`
z#_z)nkNxuC$=5&Jx&Fx)C(d3zaO~Y(Lnn71d3W&CrPEhFz5eAdU)>wIH$M4fW@dPL
z8cYkL(^H_|PEL<MeL6fcd~bN<{^;b$*v$CY^!VuH=#%kBkH;RuacpvU>e<Bf^QT}U
z20z8<=!21wdt+nwCng?FPClA~nRqZcet&XoR_UD_y$fRR^w|BGS?+x>JG0z-e~x>{
z9{<X{a~kg)?#>CkaD<uT-Z@Pe9y1@;z{}5Bm>Ah!o_FTpj_aq6o;kSl*!KRREj`=X
z>g)0|O48y0eY<N*Pwd}*?%07NJ2!3bY3{5mYb?)iD9>xHD}nX2ExoNkza33gy&aAH
zy=?;<I|uq<VXdRLv#F)NqOrQ9wWh48ys!c`&e9TclVgjsl0ou?II^;W4A6V4%kzHY
z-YAE~8D#^X16X{+Lkytz4)k|Go<p!+4tWmA&aj%&Tv&_iYN)Kp%K+|8bl6I>QxEUm
z4p<B8X`uH4+=5X7w%g$5TthJwu|awRWb=Zj7wU<jmg4M*Bd6aQ1R$S#0I0$6nEg98
zpE`C3mf${k|6N#o0~;`Gy#f7}=4T#0xbyI#-Q^{D!A1=U8wg|3tKy>I%Z22pCvWa*
zKd^mZ=f>WeqI~c<P|-*#2FW7fBpmp3J){Y>HPv>uHl!rQdU?A4@sIzpVBu@aS1eq)
zdht5fmEL}C0YScKB!YkrBI7YIcyu70OaS7w8sV)=EeOBiHcM2PJtiVFHYz+mCL$pw
z^5vi1KkEEnk$c&}y}!@D&@1qdx>o<*^Hju9E92=^N$j$Cc5VbM)`-#ZJvjIk7~ePj
z++O!~TZj&F6N{M&wUi^^u?0e@TF;fJ{7~feUPw1ztUsDg1w*e;%N3}2u+%0}i(!N+
zHba04#03T6=^PPHrshCJg;>rIN+>)q%CaGj46?<@0-ngAgMYNg=VoP9LWz52T4{kb
zK2jB8QrZm4V7=0!Q<yYTosusTQdm?HgUsSFSzIQWN`T?=m>eFPM5TBm5N|G7@~6N2
z<<&PAEL^s1#kzIN)~<bZ@sbrTZd9H?qJ@q&IhcDDCbKaNeknwn93etA2*@0kh%Jx{
z)JByFGI?xTTc|!f!fdfB`2sSD9Ed0QAqf~SvdERDh0YFlrq+$Aab>Dpm<kt`%!U2y
ztY^#Dv0xPISgJJ))e5p=IZ?iXs9Z@@ts<#blT~ZUs&!=LT9R}vQM87@U4v(>!PD2`
zsq2U|4<aQ9hsR-YL;{gOAYw3BEEY#0lPP2p4vRtsA%X&Y{Cz#VJl6VntwSTd2{^>x
z`#Juj?r+ZsZcQ^aChF?r)eZ6L))d`_T<bt_*p4#Cj<T>Vh1R}YQ%{zmD^uS&JI0PI
zOGl2qyATM?o*p6%Q_wYRtb~dd(+C0@iA^Cv#05YvxSB!w=Q4R*GJTeN$pFkiGrvS3
z87m+JNXY&=PLM-EfH2+?r?5PhSLtL|MA55b7%j>Ct_<mhEY*fAZFh#YEk#`)D=!Nd
zWt-W_8oE<KiI9=QrDU6kVC0}xG=vE6$w#>egVxHit|o?mq=cAe0`IQ8$e}EBC~`w2
zAp90P6cy2$+5}@=qOm4k2dZynjG`t^)tqW<&kXL&wzX%N8xmA79T}#+eEXJ?@XbY`
zV0h@vG;GYbZ7mJoT^+Tv($SY^-dJGWQy+h{C+E~a`N7WIx-?6MT>$>x{8-)2&eBWA
zcYJ&E-G^Ua8~*<0#NE$k#(tc5^!3lTFI;(h=l1rJrhI2jdT4EWNLzkXS5Zu7epGvo
zqdCJ~pK1f>tx687O^c|@h^o(wf@4iuL{&<7MRHh0GSF{WC7h>*m#2i4C5M(Khy0^{
z?tkxj=AU~%Y8Zl<Refj0-v4{O_jc2v7c+RfdFXb_(Co2!@K!U#njQMM2|6_n-fTX2
zv*q9om>2YWqkRbG=7zU!?mT;Q-}&o%&R*Gf=JKI)SB_u0e*VK-*FXRIv+sZU_LqA<
z-hKG(Pj^1L{pGn!*9MQB+BbCK$jJ*Q-@kG0+U;w%zyJJafMoDRjNcy{e=s@%e%!Ii
zvB{}1ur@%)#8VJsNA8SGJRF^TG6rxv@#x9uy~m?>hsW-XJ$*R!Y-Hy7=+w+GfbRJC
z{fV)AQ%@gGPd%EMgn2kU@nCBFJ}k0LK{Oda@2tt;CGLHJzB7<)Hgb33g`0Oy=KZe#
zhZhBHzjd^|jJ|*G=lGAhzbG-Xr8w*8whe&3gPXdxw$yZ1<X2}W=fyd4V#CYQ6I#mh
zwskh{?rY!DUe^O+Z*_4?RT1dDUCovKU5&uK0~^|QZ0<g=d&}OPn;?%DqRBd2YkNBz
zxAb>{OQE}|rnU%LeIuPA=7?ZjVx+yQFsrUCKR+umJ3S82ch2Vkdu_1D1~Ts)_kz(E
z&Y`2CxvrGYBtn8%tRuL#G!IM;z0I|?#W^{NG0|2-Rzmcifj%Hr@H1qm#KF!Q7!?3z
zA&U$KQp;ek4M6vuBL{$c!Rrg&T~Ksk;6spX295|2hoRPOZmA9E7tj}q+d%1s7&J(G
z$W2c;xOeN3!QIsrg<*Chn@(VmF($1%Cft?~6;_;`wz;SM(5|fqcMP;tml@<@GAaOu
zjz>WfT8K$oRg&M|+rE9EuP{H$&(He>_rAJ(<-#@Vmb!SX^7M5<1bO2yfm8y9K_<Y`
z91(-0lkiH3AlRS<RoNL43ZM)1A1U!MFv&1+G5@Ha`^(SsugJZx2Il`h|3a_8%h%g{
zoYy3AtCP4@Nzk;*$qJ*!oA9AZl#1g`L#@R6EyV?_rNVpGe5ypk<#1VCfk2_w@x=<?
zAlzCHe|KM05RS%zs4|&BAkhdV8ks_`P#P3UJ(nv92*mjMA@O7ug)Jn3kC)EH(^(iQ
zJ%~sOAP@qGcpQt))5r~xcCdV9R~8o5muHmcTI0hMHnrF&6KcgGjYyyr@T6P@k4~WA
zU|1YFn?om&umFZ!HiOH7-*IGbf5d_%OJ8~QwKo<nTC!s0Y8Tg)>s{VhvTUWRJC)0a
zVmPKq0t01ju-C>{$=Na?O~59@^RUPi4t#e^zJw!^ab%D-p%*LEJT{j=q6A>^J^?tC
z2T9;U)wt2MZVas}UF||wu4l+ym~uCc0%kp1ww5VbMH8>0OV==!v)oGo?o})&DOZp{
z`&F$1?xm>LQB~`x^0j2~Y9enHfwdAxTZN~tAyVClRDS{)i6^0690Re0ASj-s&~Owg
z5{E;ekiLNkZ&=gy_VD)e3_>9=IOKd>11~>kSB||SE4U@a(3qg9k5e`$Yk+&Vm4@%B
zirP~hxxF-WOOdr77Q1py-Pwk&EK_%mt*0QouhiL+<H&X>Bh+jimmsBKMKl7uf5#+|
z=p-tW#%41GT#kgx5^^bY9tpUYBqHO4#2_gpK*vQolu$y!Epdv<WBC<M4sdUcli89i
z?9Np5<>)r%7<#k7YoV);RhET`vy7Z1HQgzvMo1~)QmRcvGO#fU3WA6BU<a<}1+I}{
zfO`X?q~vt7upnGn6rnD3sB%K2xgpYGhpHk*UzcQQNU{8izD`w5yrwzL+>vGL$_WAb
zZAjEMCTcn}Eq(c+TS_7}6^C_YnL9I0eFgS`Qpe7!$Zcg|J=w<IT+7ay*rCpBFgfgN
z&#p)^0Q82)2#HovZ%yXOeH(6FJoeM4@Bec9(!=j=PCof=<nHI6e{k~c-Q6uENks|4
zrAfiH8DU)|aU04Lx(cJ)X1O<{K6Ms)E0P`6X;HNqF)%e5(N$@Y6)6#AN#QW%$qqO#
zPmL%`b(E%rmnMh5{Ii>n^Zzm2`&rYW*=Zj9tYv6+nt_1<eGh%obP&+@qvnGjw#?2f
z{Q~;VP503oTTfr#dG_kolNSb#pB*@MYA5tZoVjq~!qu}^u3x<I;kA!%UHj<PrE53e
zyLk2FnfFhhyL9RLt(&*MyY=-iP%!cH<FR|APw$S5-Fq^8|M8>8Baq54tNT8idi?C^
z{pqn^rbd5xI`Lov7T2a8k3W4lGIn=(^bQ=yL5ZDtJoD_y)YQYtrvSZoo{ry{nR@Vi
z8WzwVJOeK-JOBd9U@Hw~*2g=?y)VSxImvhY!3;FG&E`DZ1ugeCnRia<opbZf9e<O2
z;W04taSgouoZ#=R%81`sR|@FXU0DEL-^@sBf>oDjGo(4Jg-OvM`PSs6)fS{z=cU#Z
zq&Jr3bvBd_^fYbiYHX@1g6=l3I&AK39o)Zd*R~Di#aWrDP6#CfeC^-Ry0yQvudSiJ
zBoE?t!;ET+S`uwH0{6lv7UiVmW+oKnrNXB`qyxnELXH_ozTk5Jy%!kR5n||Sud6A~
zCt(l)Uh5-l2FP;&?(J)<Z>}gROiPHd8FP}HgS)qaoC{0~+igI(Cl2oiyDy+Dw6;N>
z0~i>9a>2s@Yzz+oBnAwI>IztPgQ^Qye4A5!;nP712A3~<6imY41O}f2q&lP}MD5wp
zKXhnkU3IZDDnt(dTj9|xdPP*21$+{7MHq*64IJLHy`#R$q?Az50T2WMHOE{U0c0L<
zdTj3N+`DT_d1*cZ;roX_{`>21ys~up8>`nXaq(Q`>F0u&l|F)icv(~;gA6rJK{O&(
zD&Sc3>e$Gzw8Yqq<oL{#1USO^Ec(Vpzx=cNN1gvGa_?$J+3)i&^a}i=uGPQyJOvT7
z{0MrUgPs*iOSTXbEtJ$yUZjC0qIlBL>$wzv5gR8J($xx~(Wo(*j2fMu!x#Ampw@f%
zdLvL+5`!;M%Qa?+QZH5MRXVd;Z&B$?JfRd3gmLrq^Y%vrK6?3My!_E#2$Uxx(B0qP
z&EFTwCSb{*$fJpka(jGOd~Q;DX=XxRq9M}2*YYVMGM<IO(NQ=W5>G=Ds2Bnn&0vyb
za-m!<Vl$}>Dv8f#a99iif#B)w3;i^&{N=Sb7cO45a@AT_w^hKsi<hlf?@D5ExKcSB
z@eC%F$A|FVx$Iwtn8%j!SrQIQ%wmh7zKy{XGXxTbNXFy|$rO4Jmf(ZLc=%xg-SE8i
zB()n=>qgVMQq`_hr3+2r%20Z6RPG$53sbh1CRs@quOLg-&=qUws+Htf;$1;fuOw+!
zlQnB8+I2MTdb(ykO}UODT}u+IA#hd`7^?~NH3Yf~f$D`L!Q!4b2Jel=d7*JWSbPBd
zyMRda#bCUGg4_`ZH(y^@A1`-5Z{Hv&Xb=2*KgWO6{r$xe8w$ce#cfX3)yB#j5)?hz
zCU}2;cU2^C@3zvA&4t$f0!wc$NT9mTEMs3m*yb|lKy^}Ak+U#H?=%RELaH204h%An
zN?{Pe(@TYA3kIFfVv6Bi01lbXo7H=Pd+|b2kdzvz=b;>GQr2u<uDCK@R29doh+)*k
zvRYHbJz1)ad4~Qx^M-6wN2<QgsVWH(XXx1p3R<)bxR)9(rP+jJJqs%%A=rWL4F7f9
zfVDELyO|jjEu&@pU+ldHRGNvp?!WFmcb~myPf1Vgy#gw|7f}>YL;(>ysHg}iDE5lI
z_a2Qgy*D*&W_G6cmdT`Nl1cBy#NLwoVov7lbJsrq*;BIr>#UVE?|dQxllUR?^Wk})
zCq__`7+RVnElHH*D})6K@H|MWHQ|jJF)f+$=8PB+erwbwuWySXvNKoSov-M~iD}eH
zn{=U_*-?FkaqCMH;V;;g6WN&^(O;z4Sf04O2Dn!V(7WEK*xQ=%_WII~b~Fz48EXuY
z8W}s1hgZos9pxEEw)dR;<j_wiKDzMj`&UnYF>&wG=*_b~e0q4_U~5IDGBZI`q=~4{
zRSwi<Zf?o}^zAXGwC5|Evf`^VfNztkGXZzibvc^aY;{$psv;w)JUtPnA|tudkX)Im
zs?1ETFeH^5lK!ak{@*>$zlwWJs_%c*d;inoyD0Yl2lqaw-{$}f=-WPgwte_a`|#<G
zA(&I`2TlU|w(bAEb>DHA_WfUX4Sl@!;0NoEezfuJkG35BVEfx2?0NTt-ADemW&iM&
zz590$jf@<9_q~rl`{w(T7q4EwarZtbz&GzdxwmLm7@wIRpP3yUpLq0Sbo9xC@rj4C
zb5EWwJb60z=;`eJr_*;9rtd*y?mS4l3uANhkEdoJ<Kf=q<lX71dvmi7=jR^GPT!rL
zxIH;`V`}`yJhV~F-hT#lY;dnBh%5u>y|XxQ!Nk3bCWnVlr%baj`3Poy^5OiHsgdpP
z;r6+Y_qhW69EqP3FQ~pS|J`}~qpr_ZM&~3(=OxAFCdKAJdqt!u%nz(hv?Qr8BR(=$
zrN~Z_Yh%MyQDSwBG%F>pwj_H)chfruw(s7wHdCvFq=mF(d6h9|>xLeP9SaW)<gm$*
zLI%xiu&vhJRyPRIxD8bx&#Gc%F`+@)glO<NKpa_Pb;)z$g($POrb>wI1w(HJn2lSi
zfti7Up~j-GyQ!|Kgy4mAwYLV>K}~7i+P3<^uI8S`YKU|&sN!pibHDuXU1+9&ATmH%
zP;0;Y{6kQE!N&^;z2NT!27Y^Z51=mqa79rLTo18kVDW{-GmwZgG>Ndh23JC)0~me5
z*$dWRP=<krApsbc<8&$UTQ>IW-@Cb`sWK}=4J~pJQbAmdG$k=QT?5>k_1q&dvTJKk
zb6vDV=uO7@G06Tb3N*gSM1jV_tiGPs9b4B|log^-?*I0u|MlAI|7Yon*Vb4qvvsy`
z^K?Yx5Wu~QdM^oxmjrS#5zF&sMM_10xJ9{{g*k@&taRYsOr1urNlr^i{G-nM-#^a(
zMDBIs)xMhlLEnMDf4;qp%Xx8(tQcBa7(pe*CI(~FQc9LGAT@?7_VMCT-9tFU5H6kX
zO9}92g^Giu@UJk4#r8pZqMh6jNHms6WBCOJ3&ddoA(B8*s4!F(EDa9=iIvMoVQ~(w
zNGCV6vm4gQ4dd*N0ZvAEVcosZkUZw%g+LNL$s8(A%8yn@Yx2}t<%YCEjVw{Z5wQq9
zXitipC&>jvb|=!k7;GZPpB@~{Rm6tJM#}=ZzTkS`u;|`&$O#}gySOb~w&JzFzOiiC
ziZ$kzHg*p1?^`QYnc3J=ynQ%<L1b?>p248__&_2AmH}nQG*$qIBjou8`2qK`xC|DT
z#tC5h3z+_a3^v3K&`?;CE1v9zCgWU4JO@&!Ggan7lR48uooNzhIutZZ+<Zb^eI!n-
z5IefiiXyP21liDmY$euIi4`T(k}S2NgxOMM_VjQ^W`rYC=0KO&(}Z@E06Q|*p2D%G
z_}Y=#4kV@viRwxuIm6!qPjDd+-AQB*D$RpRMG%Q@I0$e<yLfrIczL>^y-<+Yh<oXJ
z@75airpo00Vns)Gcw?%tSr-i2=H~LaU3JO3>XNpUD*$>2iXzwM$vO<;uI#Y&rOGWe
zX<HjI*OsT2Y9q7}{Kx=Sun#rRo8ix3cvI+fGJ{U_p+jH~0|I;eeJD&n3Kfhbd>V-d
zdasFlaY>=HyhLtgnxIA(SewSJ(XgL$@7i48-iX1X=ymx~U54<66mh9MAS={ID`X@K
z=*mDwf`BFGGh{xbAc`m3(}{%yz1Kd3>=wfzXhgpG3Q=itc&RG9BvG2D2+orWOO&CN
z>WGF6c}td}*&uJwMOCXqYqX&)hUm^*MR$IDM^0>`J`AQKC%U&VZlDx?3s83EM0Mmu
z_7%r%C{Nm2t=e3f*jE^{-Wb2HE$f}ZijQ_R5A~N;8=_KVJ`p^8vdpio+;DJP&+(5A
z{&@VuvtPe|`Sh0)_bxxaec|+%e;eA;RRz5jiPGY<=!OE-U_&lsJFKrY^pt7Z3cw>B
zUzwg*rcbWONU6%yRA*_cvNYuxDW&PjMtu@YS%#|IkW!IpnsS4x%%FN1uL*zunE$_W
z?|-20-*a!vfpd$qsQnI|Zy!F_0W)&0bNFoM@EM?AK;O3gCtCM?-?I03+x~C5hCf+*
z_@lvhKHc>0r<;#{xb5f%yWjnA*O9+%-Z!*)&%WKm2M@n<?BmbBI(_cKy@!v+r)Qu(
z7+ecuQ*)EE^D_$z(-1^90kvw6z@rP&?g9jb%|8O-eL8vb+0@Oa)3+C9AIw8x#Qf;o
z9PF&!o0_}>pgRNV?##XUnY*)75H)sVYV6v~#Px-lJJ06sJ)5~}0_G_wqyXr>y*PJX
zBsl=_K3bg7g{jen$;IRJBhYo9bMMb4Uf6N_hs$pN0`AR_%Tgo7@z6>f?5_?FNq}}D
zDkgw}mJ9v0Q4&ynHBpl2AiqcfM;RtGB*j)28V0)>-#fT_@0R|wq!?(FfTgpnv?MU%
zf>W34OGTrcKoo@_vVvS)b6pwqRzQv!$g`>O(ekk1w8U6wZQC-?)!tMI=3dxqYiTI&
z?x+XWg_^dUObv7vgX9YZ7V4xJ$T6$0D#3XmoNTP1b)u>y2kr|w67YbHWrbkzZL2Lm
zbNtH-r@n*Y2|!<P=brrLGgxf{`z|D#L831Ryx>~^9tKSqBFjJoKD>V?a4#4ez!w2v
z3@vZK!yxto2|wR}1C#|G29pCMLa3E7Esf>fopr`ysJmB0hX;p=`B5@qd`ze&F}fsI
z581`wE(WVZPfML#Cg!pz!CW?^s6h-`WT>z>-_X_Guz5ponK2K8MZNy!pO-FwZRMIb
z&25(3xmY03&R7D9OhD5~I2MJ#AmJb!l8p8AWm3b%!LT}4UX)jomtB~hk!R3>-kYIS
z>0kMKU%Zz64?@0Ie^mGmyf|+!>tn9MM<=61bKJyqdkNDSQlXNi-icCns2?tvjg^9S
z$Dz@1NUVno0UY&29E}Q2RI(=;jqvpJz(Pv{mFCOw=JDD50H1(BUxC0UFp$OLlDwH<
z!FTcWLZQiMEHpNNV(U#~a+p5;EDndx@g~Dt;2at|h#edi6t9z~m!uZe=VX=ZB2^MU
zF@wNHc~YFQG*^nZCx=gk#kk0*kmRJ8Y=ahR+$BMLNC}`5a3m}S{xNYcyg<D6`jVx~
zSFbj+vbHt1w0>jhiZxcYRF;pwKuCk$3br?s>reOR;8}DWlS%<-=6W+sYgaTP3r}Ga
zIDt%lhz~!6?ZczssR%6DmFbIRa9Excp&KC_L5@UHV8RiUFa%YKpi5D#FeFRrPM0`S
zMfT)iJ5q=PMdC=2+LOcVNHSZ3%#Il0M2T{tMZ40YU1$+bWQijw*oh=?CI`Aw16-**
zXOf=_iS16KBWM&i3JC^9qk1vvSZ^lIn+b&(XgUQA1(-B4j!wbTsdyUv!N@P`dGO+K
zcQ&SOt5pw{D|_;zn)Si3zXq0ut(Eb+>yvlYCV|OeU13CDzN{-t+>|P4O&1N6#BZ)n
z-BOp)W7HI<gr$UWWn4y(HzmLnP00Xz3XQ~|kk}-WFOlR+hKLU$-Iq)Ss{@xx<WkUr
z|KMJFej=|jEvQx(SeFJha6WY!pZ1J^-W<`oeAz%jWM6J%XS%E|SyU3u&k(U8`7M!8
zPvA2W0=?yYR=5vENWu7cxp<=-c~}<-%`1*a*Gc(BN?C;_rd%CuOb*Xeh;rp2MM`P8
zI<hWZ-k2E&^joKkg6OcCG+9fQybD&$ijq3><C`)f8#BT?@?zH(C#)}10s403#dhVz
ztSe32SgG1vt=dqo>@A4tFNxpPY=8u_V_O^c_81{mOdY|A38HFa1YNcHhj*^~_M^iW
zzW?OX$uDmGbjsw?9KCVv{I?$;+1=YvT$z(xotxZJk~+|szp15gU2Rr(nYK9(yt{E_
z`b48nRhq6YH)zT;wQz*@j!X2aVx6j3uY${^26b7c1_my`yf|+!>*Gu2UXXczSe$>T
z_x?ZJd!gmPh35U|oA(3yo^L&Hp>60w`_P4s;R~I^7rI8ycMYHG0{R8v_W%gLKeX-t
zq36&Kn?5|X<Fk|7Kly&^`(JH5@*zmR2R{7b?a#k?@5^sKJAUHC+4E;FTsn8*;>Dk?
z+`N7F!NbwVW0OzDr{Op@F*Q9qJ2NvqKK^)o?7_^0DJbkIK<~_5sGpvD_~X;ZmlnpZ
zOpo1|9KQuNhUv-MljAog$F5I}U7ww}xiEeE>CEi~*k_!)F+X{Ie)`7K`Mb~N?>(En
zW1{7$+w+sR=f-c%jo+Rh|F7ITJ^FO|@xs*OdB{kcdc5$0dqLC%jTbi8fOy9sWa7m<
z2jJ&hZ*YT`^*ng-xal!cb(k=U=Peg-GUFlugTuMZ5Edzt?;S7Vsbs=LX;74aqYwvV
zs}$wgY1M_9T@4lcwyfJe&{>j`mLw00mI`z#`MRFwj+Sakus@aP!S`c82}NFZYGaMD
zudM;(*@`?vhAJ*TTm=4JNb%jVVQoiq71$df!WYsTdO8~*(gALtpOf~Sd%^IKs*VG<
za6`2b?}>D_u>_8-EXszyHpuVoZmb6GEy+ylZK?b5%=Z`0eBTKqTxA58!q=a?2k{QT
zy}-%9z0gSkdu>qJ2HXqTWx%>%gaDrda4-0K!N&{RaA5I$j=muI_H{G?DuW1|B#!`v
zSqZ-ssO2D4M@I&S1o`^;kbGGLz8_5##EFp!f%f}48uo49a9{@nUDPMW$bfhOn4t~>
zI^z=M5v4_09j&zkeQl*B*>ncZ+IFRblewddg`Kmx6T;dP??NDXPzYXh0)|P#(eP*-
z${p{4V3F`rVPI~0TD7sTG(V>}+fbO5o^R0SW$5zK(_WmnKl0-%z4sNGzU=S7ANhR!
zM~{^s&r6lk#8d|!#v+*F80w9b`C+6STrkT^=#7>5(_t~6hDBhJ&R7q3tS1Ts$=Db#
z3>J-s1Z^B7XyegPEkmOaSPT=?0JAaaUQ{BIh;_wzx|(iH#$XvZ0*gZPWrN*`FW^F7
zFy9|mp2$9Anm@%)#12acNi@V}7}co-N|{pN8$!l1T~S0kG{uq3MEY<^5Cstt5tN)5
zm1}@sW0S*z1Gx~9Mx(IEBr<5E?#LA@R=o~Bhv(c2-8L3hZ!TS7Ze!2#^#}2pBM|rs
zVBbz05GwW+2CxNOUm>(s@L><nPv}SYqk8k`A>n}$ablPtDI~KY(IjV<AC~3M#!<x{
zgeWgk44NF{MTzpFM0!%gJ!vv8hRl;8^Pou))KC|)*qJ1DAxT|GGG|hRBO$^b7vYGH
zawW$isB#2N?oNqv#!H-V!7c=$J4xt43-+J|xs!NqBwr+*fn-wLX+#8#<jJC8*$li7
z3-80kv+1zC04>Z!h^p~nQrJuqgGQuN{?R%7Bd^=hpoK<;4He3@h0(3)A?*ecB-ZY%
zP2AU{-qWDkR2I9gAiOUxtTR&tX}T@CkipW#?e*!P_jZ@43zI?<#T*H|JHR0FnKVBJ
z)0@hqgA<L)p-}uuWIr;=2fWK{B85XC`%wsfWUoMzzZaJ%d9L>cJ=c4yQrNX>c8i|Z
zofX`l7X~JWK2Tis;k8MkqA0#T*gKg|OW@Mtxb!%_cPx(;4h9$s*2l}$8|B2qx`)!S
z@d4iH;Xx%yk(H^63a#9zipo_;a^#{yWmuUysxCv(m>FN6p{UVCS3plhs;oIv-jT2D
zE==mkPiV-9tj~yO%Z=?RN?2E>>Nh5J=EZjA#q<OBR;6sIQE#kF>MZ~&j@#Ox-``zy
zczxCO_JVSKls1~Dl=@^Qh4r_Ty}fVK*B>4}``yPsp8Vp*rITY1ufyE>=_G*fj&;rL
zRXL3%x)!6Zw>D>8eeT-o%+Au(ru@X}%y<xWi*zX^>1tz!rZhtf$6~#@NT(`XoT7Af
zNruK~&@PUq#Gv^j&;37otbYmjo_LPF|BcT9Hrk$>94@pD{Rrp_0~cVPb1$H8`_TE0
zp>v%>XFCp@={NwA?{mY$$#w6X+yC9wqi1g%J$>cS@$>sWJwE)|@%K-h`|8|JKU})<
z<BeOlA3nbS=*jIn_io+3bNAl;hp?J9J~ciu4fs3y_{rqt<P`KxK$Y+lu;V^>I`iP!
z+yg+_nfvEw?w(#4y)Zxa)6|oz6Jyt>CvL)kt~)h$b$aaD?D+KslNx+;0f=|v+T8e+
z`N?Zf=Wainzw>P7*3&7t9`Zc^dT-5*-TIk(!QSv}di2@!<EPV47N*BwARTS~1^0rM
z`}cb9bIBK=_wNU;{72{TkGw7|Qk)Fy7yiuHK;P_yr~;KDHCmz+^J4|R31WVhGAdIU
z6(<ge4;AET5-Ribz`boX#%=35wheT4G?bU*f)^mdkgA0KwbsT8F}(be(GW<fN{oSM
zvaZ$|@b~t&)`P{jI5QPi+j4a(Xl>iKeXzT&7WCfg@_g_)^z}3Y?!sytxO|^8a7t1P
z=&Rs!sHrH#d%C;WT0(2QN$+i~1MY3FEqfl}+tpZo=ET>hfA|Ktx1rJq`)k0okV^*E
z1prrwWdKhvxEH|c0RCPu^aA373j!`fwgZ?MAi@_ienIsG(1igK1~3K%815S@6G8Ju
zn1~M@O?)oR$D2SSd*HmBU}z){KX0;Fz=2@l{?5h&J2wIP0yD#Z4lKby%V4npqRvTI
zH`bQIUv0xcXKi(nNbFCcc{086G$#Ci))|3z@FKbr$SBB01JLy*6X<vh4$3JIt~4B4
z9Kg-hr`8yYO7pUTdrNXMjk#HHxhy~Dk39D;9_tnNzHI7y_4qHIYcK0#NpgrToE<`O
z<YBC2J|0pZPY%YGfwE#_9Q}yM06H#^MdHD3zBet<j}4jFXip>(;flj!A=?(pW86GZ
z;6AlSxVd0F-Ee3)I(Q<i+?}iuPS8#3g7I=eVBFkrC=?Nkr_-2V$@ORZ0cbKjh@LKJ
zXD2TQB*}&1kKsz0(u9C8Wnf?gix~jQvYjj1+#O@-fw#qxoGCP<w>M50$WDlrCCMYD
zK>;GZf21flELiC0<BLH<rK9E2CCgW?Ty17%VQp;-Cf}tiR@pkb@C3n;^0?6G=rDP#
zTm>B!@Y{G&Y)V3GO1wgokf=+Nrzk=qgC#K`De210!nEvSU4kZ(=8Hk$?Fe*tFj3*i
z5-d@HC&%F_3OqFyM~%VKqOr6{3_Suv4@c8Y42-0Nxs$`(NisK5gewscH_8zc>4c4P
zCn`{sI2Z&m$_XuY^b)$_f{~;U3|)+&hoDFS2ov|x5loUBjR5HD!J?wsbnNr-roy{f
zc-Ucps2Vnd#G>J;L@WvavYrPo9(Pk!5<u@jX<TnXRGUH6l`Yv)8Na_-bFfo4)TZ55
z6*pKMIZznUoh@n9nnG^3)oAv$<?L+9?J;We62yuimXL|}gKS<J8MxP%;p4;f2WKza
zN9fHCW-<9J64RSN@*$BpWV|oYlTY=Kaxh9UHAm@Ro+hZ$1yrZ{SEyK3Dpq5ve}_Q`
z+za_>{khSd=@E6wV&Gm~Fe`~mjq{_#a%gfcE8344=1mSFLn(+W3+cqgxJyjj%hpE(
zmn275ro~ri<BY24+_=yjg}5+LR;G!rGsHJ#DH{y&HM$sR2QE(utxu0`$&PE!i*L!1
z*XqJ+bh4(b=#Koj-jbxAVr6S~6iiQX{9t9ujt1SfS}k}UdW+%)tF_yjvvzkCudmNE
zrbX)H0&T3II6ZE2Z^N;X9bbNM`1>!8o%r(ob0<E(b>+;x>*udsIR5?T?~Lr|8)&O&
zt;lL9PHQ#l+ROAE<@)y0)Rv-@x|}3vaw<#%X;)p6t}$k4;RqO9kfzE{OU_SILCjte
zkg!2(nhevtIBzfO<G+-9hflT)|D50ZT<ks9GW@f%_d?t7#g2nN!L*NDY9GGX2IvbI
zyzhL=-m|THPq*$p)w=hjY4)9L+jp{k|H;8)7vDMm@awyiCmv0lc<|(#8~4Ave*f&<
z$CvIu`RVS%8xJ6WcX}Lx#>U2<jEzlBP0h^A&dtqFP0u_U9ewcN!Q;oHV^1E9jozDl
zd>4GS&t_pDVeI<My)!d+PcDpKT$sK#J9T3gMBN!MHr$z;x;Z-mV(&E=lg2x7ZRW}4
zsnLs*k1k9<zPK=X?b*!DXCVAe-B_5oIX`}L&NM%B?*ni+0Q5eadGd5-Y;ndHOxz3M
z4<>)_-w!Y_%>SbRKY4f!=4Cw(UOa9}m@rYqkLGzR1RQ;gv{;)^m#eEtPf<sNq$^~Q
z?EqD7X>u9py{U3perjS>K}JVi>E^X<;P2hNxo@Dmsl3ooR+s_Y3lPikCXsLmNMk5B
z<^b|--_*B#eb1J)9Rux+5ae5suC6T1I<S4i(E~d`9|qzD$rs!a>-*c+b~lw4XTd;*
z16X{)+?$*b2_S7OFyK5~5RO*L7%A+vfyn{<y^ZCCMHyPiF@yYG2;Kemi;tjS0t(lF
zdm*C?><YlW;8l3Ovj#daG*bYV!j%x)3$|WBT;NgwR3Ka6TabK#e)*8eNW};EGQgtX
zODDo^nh%Y@qGBmT6anXoMLVGoHcs}dT^!b6JRBMD3%(x%A|?iVTMzBq1|SVd5kSjO
z^ae+Wi2y@IQ%&i{fzI7K2KVmTxVEQBpPm@22vsIUM#hNP{$wl#0o;oxAz3tnA9(!e
z6rf)`${o0u<b@LY`(~$Us!Iw1cY%9>cq@zY>&i+RDoS6Rw?FdZEAD;8r7!zC@JBvh
z|IuS*$oWYUhLGkgpg1Xn)EEK97iUjLS^1OP0_f-fIyR6+6#CLcT(%UHT8=l~3*m)y
zp^@=S29-=9VsL0zgsZc=3v68>v0m<8C>IZRCl5DQG!hDqJ&AZX*g-|&JRuQ`M5i*@
zOdnH{D}_!$VcZ?uY^)sD*t(b@u=aQ+g2Bak2NIclJduq;;B1{x=FTW{H&07Xj2(gC
zOeZ6FY(i9sUtB0ZI>=WZ?5B+oslr9l0H{YGI$Bz-Ub1w}(&gq**9K~@nZ=6btK8i^
zVq@d8a|<$Zax?Psa*B%!%1Vo?%8DvWvP*K{7vqBR{On>wvMxcTOUO4G%4-TLY70}-
zl}t7c;b8-NZNT;zf&fDZ$CD!o)JQxv97mPms9{)|6hjL|(<EM0(|A%PD2f<C61fpX
z&Nz`HMr7|5;)oWx;lq%m2oyO2L6kaUgPbt|uJ}MCIS38?&J3Xkg^#3g5HyB69rRu@
zxE)Xong^5a!Jv6DXc!jgy&$18No*DgIw)Cm429@P#Qmdl_(xv1wJHhHx*)f<zc32m
zwl7b*qbh!=MSZw4?O>aFXSHIJ5x7^@oh5G62AH_FHg#`X?$*Yfjv`I2GE@N_BT!dC
z!Sh%QK9q*|`1^ALxx5g6zJ$XQ`*4C-3|}UN&Z1DgDMU62!=+<F{fP+@W>x~<s0pe_
z6;x{Y<;k2%6{kKG9$y5J5&Z@7o?LlLdQ?S{BsVHh8|<UxGvr)Gj6Wlq%L?Z(#0*jZ
z(TnZr2Iw0=K!vdg${^qLsE}e+bVX`hnO0Gviq1=r=EjE>B}bHNAtN`wAu|CI!>ZF_
zN>x%o-#UFvQ>LOBdV!$=I8_GIXozmhjq55<cI3r38X}uu@vR_kU0KSOy7W!8x}K86
z&LZX73hh8`#)gLM&N6VOhwBu=^mtKucG8x$4SyTj`uTgq-+X-Z>yHlq@a20~&wqRC
z(uvDwzxwXeqbBZcuV^Ya)D~(ROVV1(^z9WHZ58_F5^ZgMiqVi_g4=XWG4O4M1}+rp
zQwnq`;7-ift0B>}*pLeE*uoT>CiRaz_y6dz{y(|*blb?87h?+4Z5e_ZwNt-l0Cd6U
z@E>|_^YE#~Inz9Rc5%)(4_{~={;>rHl-{9>fV<s?uXG=|(lK(e?ZEk#eP^5Zo>`pJ
zE&E_jH7`!n{!`5dPPYu5>HpiMgD38Oes%2hqnS$+^FNKxU7eV_H8p>GV&>N4$M>K`
zZFXvAetK$VY<gyFVPWdo)0w9Wv$NBaPevb(KDa;j_|f>|hvN_LE^;qKF+5zDhVJ0&
zGmp;CK03EBb@}P+jfI)p;NxAGy$kl;h3Q-KQ{ZYa85<Ur-m5cXm!}{91n4_GdTDO#
z%EH98#koE|eq(Oz#_TxE&Dn7<`rezHygxtnaDMu+N#mV?8Jjn?VSwA=-u#rw7Xg;w
zg{ixcBLVSc3p0-(32g=ffyeJpJh?XpHE}SH?~FZu>Ae-H(Nb+xXiB(99U)GOm6hm{
z`=FMh%EY>c#F#BT&0t;4NS4P+0+XUcvw(`r^ZUCR_iP&&*}G-`?oFFFbhk8=HP#vX
z`&!G(a@pPx<LHs7jH;?ET)Vbq>!!6kHm(Kk+q1cUu)Dduz))Y7e`wE^V~6%`fwG6D
zirR|&#_FPho~E^(^<_l{n7*!tu9hl8ni8hFwYsjdAQ;LyeJFVuDcvnq8`ri%m0Vk`
zu`ExYk)o(5FdW(k84mlqn(Nvds)u%O9on_EwXQPXkfu#isN$kEiKf7@3{6rlL<bjS
z!!cSK62j+%2Js{UZV;C(<oSdJ2Ly1KNM}2Hi`8)Sa&tsF*@C6m!_^+;YUk=~>Fi|g
z;%wnyx5{kw8y0KcbagbR5|9#suR#;Pwyk#i`mS~D_0>h0iBXaWp?|zASQ8hXtxYJ)
z)iqTWb~Khj&~a@!*cRed$q}hqd4f_JAYf3Lp0IC1qIhuFbUw$I=fm~^2N?!U#Gu(U
zYNRx@tf;V~sj<1Xrm?0Pj%|$%-K{OX9qs?<XZrVE_lkR8Hub%F{NMW={iXX$1Mng)
zI?x*-;o;QsK#f8W7C;jD;bKBq@QbE|OA)g1LT`f5n-t<hgHTo`7RA7#cnmVMQwX`f
zeAv{7<SlsT1wyNsG+<#CgX-_+%j5dPk;!J^XfzC+PWAO=`uj0BKA`xreZ84X*hlk3
zA)OrUEFEmk-QDa^9!@AvCluP%lYsQVBV4_loRD@7?$&M|cCg^(!}JvRVx|807(P)M
zNK^+A(?ck^p^Pkvw<_3IL??Jztg`ycznlO0-_2ip&1T6`o2ARwytRysA(ZADHx6tb
zShu04x4*5Uv!lCvaMR$rjeU)6b=CD{bxjpD^~RF2oMK~EMMYj!WkF?GUaBgNPC~mo
zTH`(32(Vp%W*~7KG&ulE4MdZ9USuws!b4Meo>Z;}#UDlTLy`Tx=zLEa&z;0^!g||y
z&@GWvD<sXvgW-r_yAb@`$vgyw=SKE-BXeNfDI65t--E&RWO7kZc1-nlqp*;4HjF!!
z<wj<>5NYmY2J|>Xs~yEZfa1?5`hw-c+mlK|l3u#McepWie{IT+^7zfr$(t|TSSa0D
z5p$qE{!mNeNK?X|>X<D?NEH*eX9U%2crEGT4VCK6^{~{Yug_8CCPgcy!e9=I=gkoE
zdBK99z`!8B05UivkbeioCF}qpiz{IGa;YpfjZSCM$^L9gXrOn3l$#MJEKC*|Q$os9
zg3F;!LLFS2Drw4y=**4l%uj5|PN+_c%}<c(B7%}cTtyH^9^@A-;DGER0m+4i_ak_+
zF$g~#Duj-S=2BB6+{{=}QF3IdCf2BqE>=YrB!(3v%8cr$iqzPebVY5tqFNVQnHpW5
z5?-l^tWQ@o8sh8IV{6i)DmCHN+K48DqAfcCrWtC2b#Q~Iww(Cx;*{PBeRqYvwOHL!
zr0y)!cU5F`mZ#U{C1)o|)8xX81aVoWa<IMp(9XWk-r4odheKb!xBvUk4qrd_<?Tz~
zUOM&h7w_-ezP_ogHm9mcQ&E`GR0(QWZf8SYTWxk-Sz1Mb#+a=wGNcw6w1pWO7?8Xc
z2QF)iGE*VU-<YE>HBI{B=zr<w`}cmmZufT$dyh9mM(*&b_Je2I51w5FT@&R(YcO1f
zYo1^EYjF2xHU{oJ0n-fhJAA5X_;l0onZ}XxjUzucj9hFO`Ke*#a^uLArjg4{!<U<f
ze`-H?x%cR`-XmAq51eh<eWGE<cQDO+Aiwu?8~nizoo_w}_dQ=Xa=!N9g}Or*TMk`V
zckuMS_kaBK^n<gvr*BQnKbW1rKRpW_5_iWQJe;^UHTP(C;o<b`otfD?3-kA%Ej)Y%
zOKMY(rk~uOdi-E^;t7<kO+LIoHF|G;dK74LcH++L#EtnWSW>&bFbmd&8&6Hd3up>^
zY9==?6qJB{*L0k`u>b>>hN+wLQ#a=(Zp=QpI{WyF>G<T@%;W1bPi}xWcxvqC)cEbG
z@w*W4I|VVnlMkn+AT4bax{P7RZe|+t9Bw?Fy!>?H^3(ClPsgr4owx<~Jr9j<V-F@C
zKNtr^`Y|M|JsN#7IzBZqIXm@x&-X9gACh$;Y@swuZ&FZ`<d6)uzOxxR(Nv0vl=!Ir
z&ZdE$RvlEPMTnGf5!spAw)Waxdp3RW(b2!Xe`v#|-qwz~=C+!S?#A_-daLS<0l^%)
zH!(^cmXWP3tt@D5tJyHnzHjHiJBN1e+1_7Sl38QS8s0Vd{*gU<xApaR*3^_{Ru^Y<
zH<otRmz3scVBkVeb9sGfR$EQs?oHj>H+0k(4V6XdgS`zqH+605Z-xsS`Wn02%FBy&
z)n!>5`a1`DJD?e@I4^TuPkUcyYfgHqA~GyYBnS@h3-o96e3*XTG_in}rc$aC74Rt)
zk2cxOXha&QAZVl)1ghIxTdrPaw)`z?vz4|Mt8C0xTAQt~F<)tIzS7)$nT6$Y8{5^E
zmMfOL^_Qh@{n^@LDUE<ki3=;w)76z^))wfCb@3VT(!@|+bO2N8OA>qIBy7CIhamRB
zi+u^9{$weSDh;5837L@+A881S?}ukIK@LH9GqHT0zX1NE0YMxNmquf<*_<$0WL8#g
zU;p}j`-Wil?AgC#$L?+0c5dIX8!r6P`TQ+kf5pA8xb$Uz2Y$=*^4Hvl=ZoU|dIWGh
z!$PP~8Ihh679Z}f2;-#2i?neev0`8N84O_);LU3xlPF}81Pr3kn<C+`WPHB}VL&L~
z-xSkIBKT6tJ~WCqh2#fq<9z6a5Q+i?TrL;nN-(Ul0(oo!57yZh3u`G95)S9-j&QQG
zH(zaMzS`Z<4&~;I1ko7Mx;zo?XrwzD;p*w?=xz@!$&hNmq#*bVl!%3tvE1T)5qbeS
zF9cUC!smyO(u52d14FW2>HPYiZ2$5no7evA@aCJgZ!KB#*EgtWd`)rX-mQCfZr#0k
z<JR8ZzP|qc9lN$~-?_P~r=_X2y0xRWsim^2y1-bHRg@1+@oD)6Z9=4!fO2=SvcS8$
z5xp=7PlAgV*&R!B!&05SNG@oK2a$!Q`l9I^PpXeQf#HUyA;?SwBs1WtcAf+?H_uhh
zs5P!0uzzdoNpQfDT?lkn64RB$a3<0n@l*#q#gRaDCeZ<RUCAs*9Nh`TZYl@LivfcX
zG#@vzH-f_UV*26OJc4fk-iL=_`Fhe>9yBJ3%J?<s_P5;jaAWFlUCQqA_-(~en+wCX
z7KiOBkJ?`oJJO&SZjkS(j@n`j>&p#k&k!`G2DBPN2P#qqYce`Z(rU6&^40OGs4xlN
zKhV!t1Wy2wI3OsP8zkh0h@dB$EfBB*1gyYd1}})><4<9ELmHjGA5$vyi<brJ<f2@q
zq$o*Tnk*_)i7O#yAyw93vL8TKZ(^+>!KjHbC_+<YL2)8}tdJWU!jBU2WC0wJFOyHh
zbBJEPcn==QE7TjW2xMr&cv%WDsJj5YB`HyGp)g5S1lbOn=!&%1YQ3UbFRx6CsnA4~
zr9@O}qUzIO%`LtrEv8ZvQJx}$V`GM*B{QMf5Z|De*Q7?)rbV@6#kJ?F+CZT#(KQrk
zU|Nj&R-?YDDAg2ArVQ1|gEJGQ6<LYvTa5>|cYpTwj&I)I_t`r;zWH$f<x?MBKlj<0
zZ{L0Y$d+}TWi`fBV_s5OfvUMCtFx(~qq(4^KBuZQwX{HO%uOrF)&b%c8ngu&ntb41
z0APa&dW*Bt0D4W_o16ag{FZb4YwiQwTfgUc)Bb;kd!NJb&rJKzTsYY>bOPpQ?rj`C
z*I<I)OZ5jY*B!i4KXSEU<Z9!{)u!Pq&BK@5MlSapzS48(Vmm0hyN@^R{I+HH@s0y0
zI}e`eJaWG6$c3gu=jslgs~$O5b?`#<;Y;<9@w@HojeEa4`pLE97ardnogH1o+y_(R
z4<_$Fp1w1)aBptm?)2>S>6vTub2m*E+}V3iA%$%0?%Ws{560&w#-<+KhcT^~K}YfU
z?V0hL3v+j#J_Sy`u>f}g?wy7tUdZx=6*eGVSX;aE6y#Z0ZJRI!K0JdM2e{4DEg;_M
z(aVtJJhRBX(@y|;|ATuc$L~x|+?{~Ji^&I2gkhTLN0WfQpzcmxc{cguv+;}1#x6Y_
zyYh76<}*|I#pB5*562!o8hbqU`0+Scl<z^#nyCnR;@6zp-*VgP;@pPv;;zP;=IYX1
zJv?1AwhgWwT-%{ej8!RPp>}QE+IFo*86F;@P=se@rM7o9?%u!cy^r4h+lNOW%WPm{
z@A}Pa*KO?SUe{hySs;mk*9YGyg-okY&V#&P=yY4(K5}5w#~+Lw8s1u0l~+@qy?^Jx
zvBNv}@91COQ&(S}Rckb?Z7J_-sc0}})|D8#8%ox-R>G%S`<jo9Z2REIt^?cq_HFBZ
zXJqT)1DiGvH1~H^Lp@q&TWL{#ia{TrmzkQbRYiw~#zlu0=Vw9oR}6%y`TKBvK#U<`
zQ10$d_RjX!7!P*=mji=Fy16)5d%8QLk**$YPOc6%Hs-6$S1vVMu>{6q)iN0K#j#ku
z+<f)2)oYfnGFxJ1zHH5!r7KpvxpKuDmS#)nL}XTKT)i=~NUzLH3{Q&*)<y(q!vm5;
zzL9=J3Bxm(f(#_Oa&b;Pg0qm0lKK<mBJX&aAN-FvO2U>1Xu*84X$0QTza$EcfC&nb
z`tgGVA))b!>inXzuHJ#o+jec*x@&OL_Wt#od)IB~?KjPDImf?rpI6-bvZ?RY<Nwlg
z@b`W_h=+p_aIs+_bhR=>mlBpF4@yx4XQxKzq{e9EBDut0%7a8!vXDiRa2UWF3Q15@
z5HCEC7bz5k_;a9a5$EoPLAYU%?ieHjO4?wNiRbGZ92m&w^YJW@E@^bWACnKg6*Me#
zE22>dS0_hn3#(PjR=xGQ#qy=Vz0f&Mr;%xpU_ij2a9&;{tOvo<8RhKgX5;K?fp9g$
zxtTFg=6tMm1l=h$z$;HgC=wBJf(VKJ1Q8iYcU<GO=1t_PH{Dh)aa*;*e%aC$fBuV?
zi(8g9y{EOSr=z#CqpPX8xuvbOe_(C@Ku=41eM56)OGiyzV`+Y&J}oUl86U2QmVk*X
znCs(iXKlB7CC=TIgux=c@D50vwX=trz1vD_Cksb}JC2HDa7aGzSMztnQ5`(-_MUh<
z7!SM^0=?3~ZJC|(3J13}E=c&)))VJ|COTk<c3uQ)53D)DYmJ)+j2Xhy(gS0O!me>c
zTOtXrB(@iekLL*RegdoyAI;(d_o8S%?qsGLk>*OExRa=Wz8IFz?>*nYbpN3m)xOHa
z9Y*<<qR5}QcVA7+P<`xyx|rQnk-)wEd7`eY;8sIOXKut`rDm|k&|R9|kgF|DO9bge
zCJcnFLEv6tFxVRcA<@p8AHd}Cseb-cKOQpxx~hd#4wq_jys&uw-qK)rvrmu~8<L$M
zDo}<LL#=R9NV!T<tqp^`g$9GE!mJ`qUXUEAixDMC1LeWo=pg@?;OE@yC-!3nGD%zt
z)}Mq9pkkzK!q41W_+Pj;9Jm)SxI8tsN~fsO$tzN$%hVA@l?;xxI(eO50RUX4k{Of0
z@hhv-$2J+_8q*bZX)#rri0V|ZI>fc+CN~#q8Va>FIms|^0iYKExWbSC(PZiI;#^gD
zZC=X8&Wa<u)_(EsuCL$U`{AL@pT4u>+_&#uIDYKwkM@u3?rpEnEzL_R%1(IBy&aAD
zZ4G%1)rN`^4aA5Vb5ntP0dWCzfq0+K&)f^w!&i+kIeNGN^GoOR_kR6f$h{|<MnLR+
z!M!7w>qmfluQZHYX&eT<_owEeOR&q<e&D=md2Rox&I6}<hEMk$I@^EreBav_x{q9F
zJ9M^T=w$W&A1V)=tQ<O1edt2N(3y_yUk&d5`oQ1LeRBNP#aqxrG5>ISZgh6)$?T{}
z{eAiXxOZyi`qcE*xml2KZ$Vtce{%2S*bD9jMHjj%9zjRjw26CfKV7)JFn42N_9i$S
z=BMug^v;ZdsB3Z~0Q$n(+8j6;V7m>_ck0$N2ymFZ3EVql(tEGXLf`|K9L8<{LeD@J
zgh}r;aqr|LaPR$zspshXXkuz~dh*`F<dtU=7oSaBel~IK*~E=!Q+J=ujDi<p;t5E+
zkHM8Z`egFX!zWkoJh*t{*7<AKfA9JJrTarN7_6S{0M_kpt1Qf}FE1L|y%nOsV7)6{
zlel@ksdP9cSs@PLM@LF@X-N$Y6$69a+n~+i;GR!DJNCs_AHMg&ksUiXR>SXpy5yKx
zS!7gbVp6OjQ(IA91e<T$w)7o6wDXHk-+uS#-nQoQ#=7D?JJuZ@+PZUd&$_O<*4pCE
zhSDADJNItt-PF^xzN2nKcf+Qh#?8IWL)+GU^U;x0U%&t5hX+4<Z}{s^j=cZ&o-ONJ
zJDN)yYYPf;Q(~h8e1CA*fi({_TNi*_sW>P+Gz0`)DkLOOiFk~MwfUN5Z@#`_$?I!Y
zEP>0`W@}b0dlLp&*U`qp$<ETz*3#a}%+7L+y|o#Pot2rb<r*81d@WboTbtY4m|Iz|
zUSk1)ntxrj`YlICOIH_b2iui&5-LZhtSvDZk|NbnLU^sqj0??A3eQu9rAG_3VLWxH
zzgo%#7|x6rm!-$m7iwB6G8)U^XFSoMiB!dhB+7*;36jKkS!8siEJ_|NSHi%B$e6f<
zB#kD`kdd7a0~b^py-KT3fq~q$)Qn#`pTFhnuekRWm%i-pz;Ah8{+j#nI2fKEHozYz
zfdZ_!;8c}Ntqe^|mgS|#=jr2hiQ&o!VMGu|!exbWy~6|j6cV9aEDYsxM1H=qpg^co
zW8m>vguACZ{5lNd=7m6DJUu8xqQ5W4$Cra7Li`FAXR@j?ykLjH6XD|O=wN4MW46kC
z*;^}K|I6wnZ#danfjgK=AyH^#6zs>LQ65AL0`KVn`w5N~7S_wHE#Gvqd;@L2gpFDg
zMsv~y;frOAiU?LgC|$`Vh^Yt;%9?Dy3T?RzVYbw5^>W*#OP2oWPww^(nuMgrs@kTy
z#`-#_c(16au4rtoZ)~Zps3|F{Dy(TRmR03tWT}#pqheyj5T70gb}qgj!ok*d^-3=n
zXCelRB~lSMimj{1Y8$7e<~D0=ogw3lz~WFjz`Y!2FT9m2%EAR{>58&Jcv-rkR@gZ$
zwYG=jYDZTKSEMz<(-wucL3&xaq0F4!S2#E?vvXW(=eXR#d6l!<DrdxUd-pXiXeS)Q
zgYJj(34lB`tWN-NuLs>1*6N(FBzrHsy%)|2OF&W}$k_YWoZH`WTY%m@<q6wMVz(AW
zZY`2+H_CQbMD44N*<TyIw>olrdDzBcF#U?Uvqc@*lJ0`&feQ6NReD#cz9BEws8;~_
zKnB0*6Jnyo!J@zbQAkKoa0rJV$nxhwTQtp|OZN4nn7B8X84yDA51@1W*c=}|&o?ZD
z7bg>FV}di|LUQAS3zfkoiNR&b;z~_eb!tSl4tCRGz@Lz#lxZS`@nRmNgGLDaK<te)
z>Aikpe{TVc!h_ahDo#MhhxwA?1T4@}vf?B~DN#mEY>CO|5CsfeqypPR3?Ou+F0N9i
zDAz`psv}BNveJ}@8Xc^&DM0=$O_o8`MVTtBRv+7t5m&F5*P2A&$m-OnCIf7}B{$})
z>+({dE)AwGPhFp{sm)C()yHKfgr>)da#azvdFqWF6^C~8etLBK=kM-1Hnicx!&^^&
zapdHeM?O5dZRZBaDAgAj6or}bWd$jq_qI3WHPvR-l<P|iRK+>Tko8oOqc1i|zG(%E
zlJ6q=Y6}gig_)^vWl>g|iHc2NoCeqYmUH}T?(;9^-lmarizbIl^(O8$jmhc&&^vqy
z{Jkyv&$sM3)w<`0j(tCL51s5gczWQ-nSrB#zGu4+gVXp_<Ist^11D+@oU9%?U32hU
z)6l8zU0-e3^~KJE-@Wt6k0&oayzy}Q;nW;>XD1fMrk_5Vd-k8)J8QBoJm=o~b7LU+
zK6pC$WPakwqTUNN6OZP>fiQMw3UuAs+Y9rz=Vx!s&D;cY?;Mm<0KSgFQX8a`J<sO7
z1#k<x?)(^_FD$Zw?cwI!*tNMQSLerJ-|fcy1VA#(Ex5}Jw7Ee>*(CTJ?m^KTj7jyK
zd^j=r2(Fo%xViu)hso<tAp&CZ_RQFw@zJ}F?%%z0=kD!05AHvNYUIgV4<|0)d35H=
z%@Y@|{F-z7TW-5)Z5ynf4e!{rYeQd4wXw6I^6dk=AegIgG5r8C!8Q+cgZ3*4<|(42
zdTml=SwUAv<K_*0Zy!Ez?(}z8FP%O0{Z~g1?Q5#9$OfmxVz+`$la!aKtFJ8W>ulMv
zb={G}yTADS*!%At9O!TB?P(l2u<f10d-m-d+%nh&&fZOZ?IXK39^SKMk7)_6YsdPo
zor7JwHuS!|fBWgLKe~GE+l!~ZJa^)=Gv9ym*#`%=Z|rKRFEJMCla(?*AA$$M*2Z$x
z8c=IjE_JZ60MI4jz1*E0&?vV+o^J^BGtsGJJnW`nJrJ&|moI(&FaQ458-H23>`iO)
zRe-e)w&2QJ<X$T?KwJk~3xHuDVJCZQH)lKeKbr^A#nsK;-pSI^dX<Z-E!&6e$Dv}q
zoP3$Md_yv%5*w1Ew6Wr>#E1fQOtB^gUZC<4WjXOuc(KY(2+dCpFVicUiqpDka(f#K
z+iP<x3pKfVMVd+mAx4JO*i^M5CN?@ES{|=VNmOZ-$!eG+RjM*sqew`C>qEpcL9irP
z5*8wn1&hOkqOjj`j(_PsuekSRQ{St{|E1^P@BKQ7<U*q&eA$?gAV!=#Sd$!~1z{~E
zCNnM0pjBuSB9xJ$C=ovrWL{}-tVAf``9VY#6Nh1wh~fZ#XiyN>o6RIss6-MhnBveF
z4<ypr(b3h#l}I3B2}CP57c*BUXIOc|qn(hh4lWK34mJ+9R-pIVnXNKg`sV5-Z(6Kc
zVQXdS<mBk+;%wvOVC~}QfO5A(x|lgyue4gZeD#~FR=#Gv`Y%YEH(4li8Ph#W%B)EU
zY)ui>BnY%3Muaa~NOJK;SbAA4abEdXhvjcrzWLgc|MPDMdwX?!LS1E5eNAm;Wo3S0
zeolUNp|PL<63KJY(z7)=Mf&W5RINTirHM_^$kWmib28JQ=$wS{bhNfaIM{<W4FMEP
zZh#kw=7{vPaB#MEhW0rMkp&eP95j_~>yBJ)=di}!(Zb2a4uP_PPwgF7*x0SIwO`}l
zWZ~>;<?0S&>EdSQ=nPjbwX#`aX|>eKdbzFLDhJ2ajxH<gTvt1J*m@9M@Q@$DLQ>cW
z^5Rgu-H41u?#0=l(6%0EKwnts{k`Y=m+t?Zdv_WY+e>1$8zXm?MeeDL-dh#DyDDNw
zdDy06@w)ur-fUr4c1UNAw7Vc?tueW$RNGdZRtG|*UX`Axh?Po0gM%evNw7%bA1L(Z
z1u}U7bY1|J8$ja;m;x~?P|V;$M+ncC>lYa4A0`R_?$tyKGvvZ7MNnRR5TLIyNmQYh
zR%*k`wUI`3WI=L-Aud!U3zCO$BLaP80lwiu{^0_yG{8^f=N;%x<<W_NzVMbrxIZl+
z#5XNU2%KE3i7icwD}@|0b!>4;bcs5qEY$?PRr+{1!h&0=I;un!0mmABTrFIwg?NXE
zlBBS*l<?YgIRrj{{{f`ns?=!MfNRcDw&bcBa@952s`3maOigx5O%5<{Qjs=RFBhf8
z2(uEyDzlQ;H5>PDYCm>h!-ogAyt{w!!$Vtt`0U8{pB{Q=Xv2n{nzFnUcr&FiGohkL
z+gy{=TAx=}kpY*BbCL?P7P%J!^A{J%3k<1Xyvfg4978I63fW2k7;rRwDMJf6OTTnJ
zfA7~{Huts;|FCHBHTip+N6svA?}ZoUUhwytrfK+6^YF#ip$o11&bI9Sp>@~s_C4Qq
z?)|oV|F=B{zU>+Mu6yXauA$={!zbDgo@_mIy5-QBrh{ke51xUgx&FOhZ`$+umc5@2
zz4P7IC$If<d-UPd^yJf-si)&J&qn7Lxp&d$@b`M}eJBnF?p>I8JU{;UIrq+vgSq$N
z<P#`gyE!|3dv5mj?97eXX_&h+Q;@8C3nH3lU_)&Zk{@9A?bh^@Yty4w0DVFDHF59M
zEdbz!@#{|kgC|WnW($)hNQTz7*~z;z5YDhTAn=0AchWQuCc*0q*=36X5#S%5gC@AK
zJNNHhzjX1!snchFIDO&Ng{v2@-@kfq{Kli1YY(R`+!{S|{r>Mg-@kPKEq(1f2YW^!
zjBCrlTF`zw8jkMUabVkq@;n0=&Ory>w6-HHNf9LxY7=5}b?TCALq|i+;eETm|KgLY
zXHVU_c>c=iliz;y{@%?SdK&8+V7nqat3a1pl9Aq0TH4>*yk%qG@W`%DKRx#G$M5dm
zvw8RKO&@*q_LrZ(|K7VJM@DuJ@7*@CciY>;yASW%zH4JY5cu9L>ke!mgv^Kc4(>a5
z9I~=c-??)3=1-@8I{V$%pT4_$+dykWS#FjlTpEb+gjnAdHdd>xELNMZT5h&#nI$+D
z)~s0e)*BuOH?2CkrK!HRtG&Ocv%9l3%b+7-(PpbaaxrsqutB;xdAPf{yE+2mTAMH4
zef4rnvz2z%<}Qx59!OUL&WlBd-4+S~Vmo2~n1T)v_@?QTbULMg&k_mP#W~u>io9Zj
zssIvZGF4?6i8+bk84587zc3kcae8csE=H&auar`nlM<Pi7Mq<Kqe~7~$4e6B!AWr<
ztttYNJZ0fwVCaoks!}vMO)89Dt<@zZYho1%vWVyqVBL^V5pb^<w&6m!{GeYtpTFhn
zuekRWm%i-pz;Ah8{+j!^A*{U64s@C)pGT90@#V21MXW>-Esl*0i3$_QL_BEN5pWnm
zeylJdKUBcudovh#EXLiH;DO?@*@6E4Y&!h3lL!!P2C2SYXaoXj2fy+<L-`mPPo~%+
z-7Vam9if%S6JhNL?*o~co3FAmTV-!)<^XRbtz2%g0xVK1t<25r>}+iv94zeY%pL5l
zT%9dk9ARf*nZ?TGW=q$Yy=80hCdzIZ9cdw<yQhnpmGOcWb!cr;h+f8)2N0y*9vrkC
z%Hl2CC4aJh>)*}a`16Xt{5!_YHAAauZ*J;nZ)<F7C@w83D9Nv=Ei11r%`3^uDb6S=
z&n_r6WaOxIhUAPab#9)%)R>>DNn%ilF7|frj*eJQFE+;y`Z!2T779;rL?9iJC{N&d
zDh*AcxM48n4h}1=;C(MUYZn(Ml!pTnX>RYZ%G!FBjm>IXTQhrmxPiHYBOKQN=vrGZ
zx3XMeWwpu{!~zFvR~O)9D|b&DB+dy#b;UDW2@F>}-33Q?Au!y@EU*oO$-x;%viHOS
z_u6}696VooUz>@0D-w2=Ds~uSca}zhxfi&1Pi553^6)K2$@+rezMP=$te~!JQCF_4
zyCAl^NZC=8(p;de&W6M-l|C^}5iXNSLgCd}6e@#_HeXn069`!XAyW{{3=*+|BrJg#
ztPa4#etf<lh#w{nRLFu-qJng>K^byEwnC7fAS_N2m8qrWnsAV0i&PPLiQ(z;(4;Uy
zOt8N!z(>mW2@CX-2Kq~QoM4VOpGD=;iCh{u&&d%yhEnXOiwVg|iYQK1l<E>nQ{#*p
zd2tE|zw)xQxC(tjr9PoT2RsZbZ&Bd>Ez`!-rYF>;Csd}&OH-msk{1==bVa=ZG9Mu8
zOb+XBumsnXmDrq{QkM;&n_Q+>mZdAJvr=Hn(i8JiqP5Y&ln6n3Txe;AvZt<a=ep*@
zJNn+;H+Xc<!22UxzyIX$Hy;ik+||FfwXD#f%uq)bW+hfZgl{c$p5|2>^`-eKMcF3q
zEzU`UP^0GoN{|i;Wc%~Lr#}x|3Ay@^Ao^>5)_==w{{`H;h`y!-vqkPb3yW#bExwH-
zmrP@VUI=rz(01Tl`@Ylddroxh{;qrPw>^8m>Dl{L_nt30cYoFav-gY61K)HVJkfpR
zROgX1ZHEDUPqhz!KX~BlEqg!PxbuU(hd%%O_>UKF+<ypxWx%})V>1g6=bql5Teveb
zcVlMu`rI6t7NBebN`&u2z{2eKgZYWkx$)7d(Fc>G_h-f)PLDqre{y?#?B+DIu+7|>
zp1v_XeRBrHUK5c558npa7UIPqfng46ES_AS8oe_8`08SougU80T=jhhMQ@Xf>u)b2
z8UU5&K-Ya9O$MO5h`v*k4`58rhw+<}6YyU#t-OsszI)}`<uAYa_Si?C|Lx;%KKSa?
zm!~eDynO$s`!m-@=YM)Ib@AT#Z#l=m=03g6RqHzHxAu1e0QWRkuWhZ}IoP|gyTu4^
zLm0IEt#zGsm1;#)Y-mVEazbfVMqP2?y4L1*_U`%O-FLot=k0Hf9Xs>cXWza5-l1*V
z23uO{^9xJ$8D;4ib-DSyl{FjM+c$3L-?ex9+wUGe`p&^^J2t@_eS75Cu_FgZ_U_-i
zec!IFdv<Kzvu)$H!M?us=H8YDuv={CY42}u-rU!9WZ#ZY-aYiy$AA0klVhL0e-z4w
zHxKqeD6T=T5(jhLoNd;uddtSz%+|)j!ffT5mCIJGT)G^n_ph&E(VnHoqC*D{eD}>4
zXHI_q&DWm~4y+9p@SPlN?QE@_o$PTK4;n<~(nuf&<1wBXFC+$yg6MiWmFVlu2;gx<
zA%aL*Xt+!g6cWG-0^_Y;M6@KYAU!8HO)BPv2K#6063g;*IokN_l-OduvQVqg#fsJ8
z0!?I)Hc|-36j^{W)GuD_s}T9h#T>cRKQ@dTE%lF<a$~~-l<;e{IyyNiS}X|(5lP~}
z)T>ETYf=G!m5D03JU%=k3SM-BLnOjrafld>A}%+;m&5%v=k}ky?JMqm+0^&y@&DQ9
z;%~j3rS)=0XA3+L>CGnb_{@MnZyuM)_9hVt9vCm^6L$4<cS1PXqFfw^XcTlKdQ(X>
z0yI*%pj=$Q20+9@f}oqDy@Q>tot>S7lamXyr#ZX2d0}yWJU*<R64*=>B-2ufkZfjV
zZMJ0T8*jY++LG5_Gh4RAX4MM2HLDyf%$%&P-JG1D{|)KoY3Jr<>Ff-?D064vUMol?
zvvRO<bh1LYSYq8QsYuHJf@8ctE>q%djOG=`@buyAgb+#u7ww00a9RDvn%Dlf*<b(7
z{LMdGEq@Eby(>!!w{O|FYv;C2TLxP?np--XH|^NCb<gJBja?n<T6zZC+Is6N>WT`C
znK^~&xrK&ea9FAmsbrFiqoao#0_%k#kjX?k4PNrFWD>mCxp{da7LVZbwQ_V=X=wpt
z?d0f;1bc^<iwDZm-p+KTh4~5#bGWd|%5t@})f&^Qt?32V99~8p9qip);g%>U{veS(
zsVpxB2g`!xHLeFN$`P5)II1)3%28OJbRP`U*Nf)uPNX<t@b(^Fwn&fPdY=E;`~5xl
z?kJ4{y%&5AyDB2Lm&rC4O9t|Uz1hIMp!bTq^CG$n<eh~Htp&*qdFsl{l>F4BG-X^|
zRAi(q9A1Y*!=r<w5j=62pD5H9MiS;D4r2*J8Nj^(!R&w_e~5b!28Kxlv9h2fc>RwS
z=wbp5azSpqun-p9)L~^>SWJs7R7K_{M(E{IWmr(OkPFZ&;ju#lI1)Z5gzF>lWpWwN
zcTMo45(F%A1fP{C;p$?<IZ08)sd1$`Wr;SvSgj~bi7isgjj8cvx`c9l0st_`zaRpe
z9KUJuS_7=kC03-$jix2I@RF2B@Br6lB-EtGgA*7W5tV7N4Oxi|IjSl{GJvj82i%)j
zou!5;)hlz7A_01n!uV;i;-a+pj;j2vJ@p4Rbsyf*e`sg_v7s&Bet7W9V+Zzcg_QlG
zJbhfcDzYd$xu!IuwXUG0HXi`kn3qzV13m|!-!zB}1x5Ec^a9*IpP%XXXW|9ug=Eox
z_PqYq+r4b=Z5#Qa6=pHHw|V6B&yp{=9hyciHVt0{=xv7HiUVic51j7Yf3j!)iM|8J
z2ZoQYANp=!|5tr`KI_`?LHoA%+u*q8lb+$Pdk=r#bM$2Ak&~?lzwa9UcJt6z+xLCC
zY3H%Mhd%k@_=TTt-XEQsnqHWmoP9Jodv|*7&g}f{*@atk3%9_!urLSV4F8wC_W*9{
zT(^c#2w<==*tl28l4Z-iSJ`s6tloR?U2^XgOz*t~2t9>nT1Y|-fj~$jg!Eph#=RHv
zKXUH(UFOc5Z_YUr-<f{~&T}@ewzpms@2#z+^{!_vXkqId8|)k%cnTcvXn)U8uLJiE
z_dgx#f70Lgu)qKQ;Lw91Fozia1Gdn52KmK<1CIv>9*qKE9(f8rV*q_Y_AuQ08?e4$
zRyH}}Xl-*exIvp6$bF{@dfy!FZ&U7M4vN@OPk_`N8}5X8M!}|R7;tZA@4&;}fky+w
z-F<^SkGeX){Qk$cuUvoQ)Vr^rzI^oU8)vWGdGF3I_kJJvspr`*{S&_qjQ^+S`Colr
zbF~FL!B(`@tZr{uwYY8-1WB|vf<IWfL0+np0r~~QJvoOiWl<~i>ebDShqrC**uVe8
z-aY#_Zd}vYxOvgyw+<b?_~y|gTehyQZ?p&{CZ1?%dG*dEE01j0`ufh@`}Xa9_3-{f
zZyecsaNpWZ>sGB>y#)x^9a}eSShsHNs`cwuuUoTn)v_f^Tbr9}sv9aRnyaho%Ip@6
z(x{Y`8MJlfw#ALLE81Hj!2&{y*R5W<1k8f%MmB>S84g|4?g)f`NJwB%pl@)H9~uor
zOK^a{Pj*(u%9Ts5T)FVe&)+|O^vAc~-aC5qHKjrl7aQf{0~QV5u#ib27Kz1ttwy2O
zDvbt>#bPKcvs6PeT5V+mEF(77G&R=N)m7Tc%qqQtBV=&|43$PKm-DFPd>ScNEn(~B
zTnURPW)y4q6oZha<B>INf`VQsrxi?X^Tp&GehH3Uluj>5r4*!+3sOmisdQqNfKAXU
zxz!bVn^jGtlZhmfOs3H3jViSU^mz`rOJ_ne1(i;xQo%%rPNC6AWO5-`<>wXttLOFK
zIqn7SeSu4-`#13KT#x_Bv4Kb*OawALD>=V7yP!BbuMn4w2f;#2SQxOjU`2=wLnGnd
zfJOlF3<VJb$e&UZ6F|ocQYO&h#zx14!4f|*Bq$gWgg}O%F_`cOY;;T#q;ru-L<WdC
zA(AaGy&xwsBPA4z26EKb+atis6CL0e5gZta42nbsha(VJG&(veDk3@>5gzUz3b~A-
z-lz~*l=49ag<#Q<G2w}EVQF#bjOgIPgb-eKw3d)!r{c<4cq<RD<KU!}<dSp@*3Z?)
z`6X|cmwe~X3iNQz%}80&+VuL71ILfQe&qFoo40S=uzkbcBYXG0wr9hxb*r{6U%PF^
z@(qjY7gd$kSj^=HbD5#E!YYx86A}_akf@l**!Z}_$k>?Zgt+9)G_W5|%1Dh%NrH!A
zQ4zuD5T77_4_|NZ06+L0g+)g~ghyy(xL<If2P~m^d%AgfKrQs~^78lb3H0|z1O=gx
zNDLYi86FuI6Q7cl3jW8rxtYZzJegI%5acri*(7Fa0Vx)jAC-|4la-f{Q<#!ZNX{*a
z#o;4T(?jDEQ897<$vOUao^yOk-}`#2;z*0+NQ>~bR>A9wgiuG?K;*#QT}R(hL)%u(
z*jCGdAmi<g%B{`1jZMZi4dx|P<~obcs!^$=Qn5%P6wA0GIb9$nam7V!egT_b$Q9<Z
z1=%!i7MX=7GxEr^Vk+FHsa#0v<Wn_5pnNG-3AtQGsa7!>bnF(hpw%L3Hi;Yb;%cqP
zCg-VnG|=?2i3LnTK8sk$EGeWF=aC^8BP+ciGqo@?m7J3yB<5<_M7xX)xVOooY_X}E
z%*qC%yk0MBFvy$Ds#dGI)uw8(C>jhBn7J9m4>rZJ3hlCTEvO(s16;4=H|hk7tTNC-
zwA&PmEHdDP+bq)M6`JLhIsnqmRy9;xsSYUaWmV=jyB1!ao=?$miB<>hRc~I}aA@1=
zll!-wJ+kZc;hpas-*@X`$NO&|edATI*srU$$V>IY=4!)=MU@*?Hm+Y@zog0DT5D>n
zGq=`S8UZ;}Kv0wwyhCdojP6u9(60sdII7G7JFD%cD!UQt-#NGc$+7<nxEG-B#?ubt
z-}O_tciow9)}Hxx?V0b^I?Q{&TYu`?^&MYr?6|iXa)&!U-+kuu1LwbZ<KkDxFMoaF
z(wA?(bLYURo39*uZ`+$!wjRB@<K&H<XFl9<?&EFeKG}TwqwO8H4xGGx<k;0iZ(cZc
z{`x0h{P6puu72?Aog5w*dD=hxU})^YC@6I&A5DTk!{noh@y8RRkPz{7Y{(HzJTd@+
z-tM8^E^rKk$hHA+%I$m9*Z-h@@But`VEF#v$fJ?bu91=Mfx%92V{q7xjrB~9_e_j-
zf%5}6HUR4j4!u*j7ZQr6pf7-42jx4(`Z|c;|6|Mx-n>)LcVff=p8u-h;iuh$olgg!
z_6+yIEBLLm>(g(3Jo(PGSKmCp=jgkyp16AO?9GmAUta&}$>)CzebqVoZO_<$a*qF<
z=hzI=GP9z(RNGKxf)KNoT3c<IzSO8ND*1XD&!UzXWPBl=D4D{&Yg(FK-?j7PzE}5c
zSiiQZsaB_JGMjg=TzzQ6=1r}Onv7NzjjdzymX+7;XkWQ|*_!Rpim`h2qSY%~moKYn
zZUUUAH0YsiOKUVLlq#7_u2d=%a=An#5^%X(;5}({HkC##F3!zJ&rC|pN=eSk%mjN|
zCWS2Iu(e8gb-BHvwyLV!rj&{E@R>l{LQY0{MoLOb0u1mu@L`vkoE%Rk5!%|Cj=Xm8
z(xrFayL#!==@V<$t%6mn`1qKB0AB<$2+ZmQe2&#-tOv*UrutS$1YXp<XmQKpscKu)
z)Y{evJ6k|R*Ia9>w2I^cIvWsZ31pK3k3=Qq!Q!ciO(f=}6=x;V3o>~`yoi!3B;nZw
z>GYgrIzE|-Pb6h0lw`#daB&40G5FNT%p`1DVpvXQEQ6A#(+C&0RoB(pOCZ!4j~5C>
zDwSF&5>jcj++6sN#${z^!TxOcKRyTkhtGjOxj8v`|IWGnSC4&xd#4-qy_o-By%zt|
z<DwHIQ*p^eS_y+oC(%oaO7e5_v*FGV9UBo99g&)vl#!kS-*#ao2t*7CadC0c(U8~{
z8x<WN12M%(DaonH$*GA+$uVI06%!i~9TO1~8wrOcC#Pj+XBFgU7w6{?3kxYFMI>l+
zgSTQPc=zT&R#$pTeo7)PHYx#w4h`@N^zruh^Ysk~@D2?23PyM$5FWw7?ty_mAqaFd
zHa00HEj1RG5{ZjP=O>`)=~zK_v@9o9U6iO}X6U#$B{Q9#8ySaM5VUZH--4ICU1xZ>
z%u0;LR+L({ZQZbY&yMZ8wys#ayk!{(9U4j-N);A`SSOU5r80w<D`zu=bQ+(=6f*fz
z0f9^k2@Ui03yO@4j|De|FidDfSaL>6R$ew#20k+}JvlNi8i@(<gFaq=AKxH97^ASE
zNDL|f8R+Tj<>uiw-+jKTo2#qad>F%unqMGfCI_R#(2(&F9T%ODoB$eOTsAJJpdg>Z
zAo8R<wMnG6^EGCgSeZ*<rxp+sbHTG0aBp!+eo;bBUMwy<DlH>2W!m+<$ChZ`1QW9s
z*}*2!fkys;Cf?yz{^2$#-hmeOo(9IQI>wGV_V#-Ijz-ze7VWOZmhJ7O8(Yhk*V)1Q
z*rHLZWD1E`E)Xj?A_ZL_C-NluEI|&Fm&+F9u=qGC2M79IGBXdnKxlL-gT`Ug#5|fx
zK-EuCzGa~DRkP~#yk@hg*&=B)N^12I2tT#R`AQyLKqCU&r56`4N{Z-&LMn(*^6*7j
z83mbXg_-G;T%3@UujP<zQcks2++b2RSyc5#d96-bt(CyG!KeTj++<cX7-cnDQH@qu
zZxA<I<n3je_A+&oNeY6BYDjidahn0_nxUWWFYjMIXe~e*0UC)$lf2F#Z!{}g?SOl&
z%d4#bfU9*9y@0CWk!=cYOPPNA%9hu6Z8&{s*V)&0pV+_c^pRcfoqOX#$Dso|)~sr)
zt}w~$I#ElNab;W8`ehC4mejR3*ujYuwu|aZ>nm;5z$2Afs!GjOc5|fz-<n|zdtg6!
zjlvcl!v0E|qyE$P{lEIWX~(^%?{0!R^96LJZ8-Dg`ZHgxJM%R_-*u-UwBp-!r@om2
zy%0Tock9W|cAfg{;9GZ3T>0k0?cZ+PeRTV)&JVtLaN*W>9hW~lc;@;m$FJ--c6s};
zE89-KzqRAWmW~_SPh8vk#=8e!KY!%t+vhKS@YQ#}cJ}lQkBy8@4D}5??j8JNX!Jht
zy_3(LK#c?UJNjr0%o%`d9qJkx>>BO|K`(?9cR^HfUtecm-;=)nCw&8t`vxEO4L$51
zemFStWMsT|WUOyssCxjOGTJjf-uG;BU~;?{^tvOUeCWFmJ`W(}1#`1M9rX~zy$*@5
zqhN5~@z6p1PPw0rJbpIv<k@H^1R_sW*XU?>*Kp6{q5jU1p@##5KR)TX{q--$-o3f!
z*u~w)ukJd2ZO8HVUp@QLiR<6LbLYX;Z=SyYL(ji@UjNhMAWXqz5L?Z%GP|m#QeRc3
zH5(*46<@31sihp1h$Z9E`1BGfmsX}%Ev~DA%-x-9R&8ouyr#KnMP1$Unp%)FECK5Q
zy}4Yjwh85x3f<DO+U1q?je46+sgtQRESZeN<>rt`iCNj8E{jS^!N$g;FyRO!8i*BG
zRYU}bAcBy{;1KZLK?DFf;_vI><+IS!-_twL#}DBjhz>?#(U^>sR6d7eHJcjh>Kf{5
zttOLBqt@v)TD@AWR;o2hok0Uzfsh9aRC<HfY%yxJYMD&J<*|#w!3-8V!$TvZA|Rd#
zm{gToQC4oRtFM6sr0VL*(lVRT3==5<hD&53nOp)>nJtEj+Hz}!RVWjbP>ON*w9KsJ
z;$l3DQ6iVHg=|tzT5M`eXl`mW0hd6+ClPV+`N<JkG3eCrprkPWr0~GhXk=CrHY+J2
zB{noBJP3{OjKT&L7NqO-k}aE8E??f72kqf;u`DJ_Dv>gPR>EgTU?Zj!f*~kWNC+|n
zHW*B3baYgDS~@-(|DT@c|JU<g;NBOwbh>{7|F7%s@Az3XK+5cN3X8@Ta>-0eF{wDe
zC?AK%C8j`AS~B3Wk`h8u5&WH(i_gghqp`H~jPwk6L*?b><>lrVfP@J23?Tb0D8%LD
zq~Wqsak#XstaLmcmzS4QR0wHZL^_EAuHZ}xlR;)uOBlogdQlG8$565}3IPE|gkb_8
zU(Maq-Ob(IeSwGP0`Nfe_jiZ>FMz>F1PY83;YFs!LE2+(N+cmIl9e4R$cYnW$H)re
zHOzD^52s{hFbkqnB0NI<W(RrB^qxOszSBz)p-7!ZzHIs8HS1QcShK7V7Q7lN%+*%8
zSxFVq2y6mbK&J4?1Qwx~K_D=RBo2)s;N}tt0pPdb9S{}~A03yBf!j)KWClJXw>S?9
z(#F!V(&LijLL)Fis35-}KmTBVWGE6U032-syghw97J9n5Eu6o=eLieGJl%aj&m8QJ
zLL<Ylp%GEo7|@0##wDjDrl+Ui;0ro|OyG)yI;+xFrLb1;HKt;=Ad^4=&>NSPmx#|#
z%*l(-&WXik#iVCOr%ror#fjzmqf0bLTIGOy_c!n$x8h(k54_6`wQ~2jaCSE^ch)hs
z*Rr?O^0(GYAj9{SrS@IRt2Vb+uV^T*wSwAAqmrv65*1&pWQmkCp_0Ip<uC<VbY3<~
zkj><0Qn{HFHb@=vsH|cdgTi32SaczmF6Yy<LMn8(mC705jZmu>G@2!iW@)WKTBVhg
zsl_H4U&dwdXpS#u)Z#*VNimI3OercL<>wY><BGB}VN1);5mSnEJgQyJtJX=uPq@LX
zt~JQ3wNgON0DbEXibj(XP;0$WR;3kHX@s?UaidudT7_1~>@!HJ)ckT8yHWuzL&7Gb
zq|qRTL9K=dTcCy8Y^plF)G@OWaIbz@wG9de@CtQ&nwm?oDfq2rhV3g`U)!~z<KWKI
zhhI7N>eiD7cV6r`a{lQ4SGTTO(Na}uf)!y&OO+YMYuoFg?PhVEt+m?RUT<%!E3K`t
zR@%)KP&QM!%>-L0*i#8G*a3ze<v3vKr{&iFfAhT?Aq(U57n@IivFXgcO=lb_7#q%f
z<$%6_<+Yvq8bI%cj(Y%lx17AQ?Zn4>Pk;L6g?sPZ{OO~wI=}vP;O9ppKRq10_tTS`
zcYi+r{^v*ExpnC5wO3DF-E->Nu8wOvPQJGj@Zpg&2acS2^TgYiuYLH_ulM^Q+hJmK
z3~U+(ANLLb?gf#<<H={86O)}IqmPDxza0VE7BmLk!-L&Zh_`#7zo);yyQdc*Gl1Tw
zeS@97@Z6zCeZ!A|G#(o38yxBD9q8&E0ROR`(Q(Lq8=RaN7#;3%q*3%igPS9a7@+S|
zFWdb|kUfCE*<THAe*xer*7wh0K*c}^KlyXC6Vi~UGLgH+#(KLQb`Qf3hev<y9sKf-
zr`PWO^!huuUO9esH!#~LZf-exed~#vd(YoFeD&L7w|?pPXxe?uv<AM;C^VSGCX2*u
zk(i8Pt%k2waWyKwTEUfzm=ZpGjist3TuA<HsIWCwl-AiTr5bgGPTN*l*<MuxW?N+{
ztx+U33Z$hnO^w#lVy&z<*!3I<he*#OkdpEXqB3xy2}wZ_(SD)fz9@`GAi~AXbM{=<
zmuEY_^s>`GUYb2)hLh9md2^lS&7L{OY33XkCzk~-3q0U<>*nbJA0a?Cc=$wyMN)_q
zgU-<0*t~4Xvc+wSTAG_1n;IG#>lz#D>l<pTYpMXsn#>>=PzXf)5)uKLR3am>Q8AIg
z`Cuc$Vq>Erim8N1U~^bviBO@GDOC`7F9E1bV^E6;MevcBm7NJr<ZujhoT;@cbE(;2
zH;NP@GJ}N6$pGj}rW8uVoKmY+rxNC7CL}~4GvdQ>3D~sg&?GD(J~SXI*bD9Litunj
zc!6z^M+_z~4jUYW2?#}aL);rW#21fG)@sFDx2{>XtQES)K`2KoDdBQBgyJIbQVI@)
z-tUDz@X6!t>9Noq%G=vB1R0!^n2?p3`FCK1|2fAC+&kT<@5TK8^P2m+AA^Dc8yB4q
zDKIPsfl4YQ7DJc4BT5*TnVo~DP$(P@8`hNIUB+gyph=&{<qCyD+0-8paSC88mrLbx
zu28_>u&JQ$X99)CV(>UjK9>#6ry?#_07`o@9pVcp#q^SVN<NMR!Lkr#o0?FV7?TON
zr{Dmj4}4o+xX^9>TxVyed9JQr-fn*W3qT?Z@9HpA80Z|5qQTskke$RTNRyMZwN$*i
zBtt_^*K=`NK2FX|W5CT4Y;lpUDF3;>3un)Bnt?_JNhN}Yrkduq#=7QOOQqFRX{l_1
zbc#}eRz#ODS#k~(L&9cCIUKoAppr>6ni2*p7!%>{6C4r-%xqd>dTM5FW<g0o5xK~b
z<x_~y%*jm7NQ#P&0@+3|NW~BUlY<d}fdhSf{k>r8AK)1H`gy@NAP^eb0#IlKCJYr0
zw&xL{*a%ES1ST>vEGi1P-`Lpn%=BUsMJNZvE7X};a&;b^4M}Z~QW2S!8SSWysMPd`
z<Wy{8a(KeD=M<k=W9e9Fe6wABq*Z#LNwB|>=fJ%!yn`*=ea-Aw>KWT=Xqzj+yqC4U
zlE0~5xob)3D=X@@EU8=GP+4U$8G!XrsKrt>SEOPHl@y_>m?zI-2r_6q98;LZ6lT(Z
z^5tezxw$k>5uHT>A9lyZLYMMrY9Y-iq1)uF3N^Pz@38u*H_0k>l2WzEsubxYJPC)v
zrjn>7#pL25YDo#L1UQvqa$x~64-(?=0Dzf<LK%}}5V1;CqH2Sp-lB!7F)Ax{vPuo$
zXIY(52}roXqOLP3t8~&zt)xZ||B9l;=1?!x=p^MzzFo>Lm2rR#1{e%gs}ogg1a*2b
zw8(+1w?+?uSypd?v0-VoeMz;g$)+n;i`5*eicPV~_|10x=B3RCwyt?&_m<=PwjbZO
z<MiP@7f-(S)|>lZ-LiUBTTP8sU13zTR9PUabX8j|px@SN2xv3Gwz(SUTr<Gka;vG#
zYW%BU>_ER$(6`b7dM)r-4Qx}H1<LSu-w*!heACMJ0`A>>=8G+7zSs=7_w0Y+-VLY0
zhXGQCr>f)L#*Vw2Pu|&j0vg#q+<*3yGw*+M<MThh{-ytqr(@lN6TQO|oqZ#}KI*;u
z{rwwvzQ1tmi!;|gIePKK!*5*&0KEI?+q(~)IC$hl$C-CO`0&&FkDiQ-jZRFCjZX{?
z40ZN{E!cSH#Ir6ah;bVlel#%jXlVG!@CZm3dWVL3`}?~4`ar|b*Ei79)!X^B_et+y
zSKn|~&k%@&pY)DA?Hhq{cUOPc<L<{#x*vB#hT2FkOg=F&I0~6-Ab#k3Fw}d0qz`P(
z?oWC4{tnJ&f7O4Z-zm+*pTiFwgz)GT^c@3H1VG;|V2>fO_{sRh{h_h%I{QET?!oz6
zUmrMkbLWX`yHDSK<@Co}PkiWT=sS6P`<YL7zjN=^i(mcE^Y?c@)>#F5o5*OF=*&Wy
ziXl@nG&;WCDAMUgTCGqG=vT=HfM+o%s>{vg5Pk`3ImHDT39-4UDM|sqOmDD*_m*4*
zPP9s{&>&XW6#7b?6}A#OuOy$Ch|38}%?wRR$D}|mFGK=mMW<(nC!_{oA{P1u&vo;f
zIcNS$FVB5>rn9rN`@DGz=gyh$>f-L_9T*ZE8Xg*f#YBdp!k}P~o|4I7@yteRb7RZW
z_N9y4+FP1iYU^rh>uXwCn;IJHEjF{>s56-jfLA#@HUx=c!C5{Got&DKos*RV3rWR=
zfNvR0I+0wGUyz%TnFi*+u-=IY4-G;<hqjNGx2J!AUwA|q950cI4KS5KE!Qe#8ii0M
zq;sIjjKUYN%x2A+m5Ud()KE)uQ{uuh5+f2LQAi&TKeu_op00rlT|Av<FPJ@Zfz!-|
zE>6A+odcndJHQ<g=n?3@Ff1$>k584!c}thJR8^HmMPhw@eDGN~60sx)kBg6s4g^~Y
zXb<;;1ygU&h3@Wd^F0<W2n_U#i;YfCOZmIczhk}^xc3Dvo$lYjbX>R3&*|pt9gIO|
z=HiPfqyi!#pHKvqTL_eI7Kjo^WD=Xr5(os)s|2blnM48#D-Em`X<<EEDHe;MR4S!X
ztrSW`90897aF@qs^4Y*1^CUu{R4A76csv@Jm{**iNzBV2;!}$=;tP|b3lk!W;v)%3
zF$M8aX;^d&DmX0IKM0huZVMK;yL-d?78L>_2Vbx}!ywTS=;+w6wB)FwtORyZ1{hVD
z*+oWro`H!s2=FRy2A>pPk`<a3?GuGsfC+XD@N%9%cP0jfR4OGcZH+C9o9kNYtW`Ek
zjlC8^-&?9AMmbB)Wh?n?1)m}1GNn9@LLyM9Bw9lWgBKJUH6H*sDi#};mW<2HD#*?&
z2JSj1Jtrd>n)))5;vudwJ_-{FuPhi55`==_xloWd`vb2F4?|GFpm#=w1i}`D4i3eH
zfMs!bI2yJvMu#Gyp8^U(nnU3Z9UTMsHVb-yS^N^Npnw4)hvJw_Fm_18BqWC=B!$H%
zhQcymOl(M0G%_;k`ExfN<MSIz&#tu|U#5F~k>XH`=wLJdP>Z7uv~c$}vUk)1=%uVL
zqpm5XuPSA)t(I+HY~Q)OZc}^x(uS%EFav^*5S30W*RsWGnovy^X^Qwt97C8+7i6&|
z*&Hd3A;QrF*>pi3omWKX5E(4Ub>pxZ5E!Bq(Df3gRn9I`^QwSlHA-s?vNBLOC`BfP
zNG;|IIZP&%LM|bY2m}g|L?x1`B}9O}q{0GnVLp(+9E!tj518RHt*pkZskiCttokY=
za7~JGEkI~_jZy6Y!&YsrSyQQ3RA^;YI$14{z*Y@_VW4eGAv#LJ2AM>aMqF!vAISh1
zgJh!4AOk%^TdBU*0DxIhZ_>2bjZ3QSi=hF{thFmdN)|=IBwM8XMw@>9;>K6jFW<Li
z&5@m(j_uod=E$q>96xgU$g6uctpcE12mG*E-BM*;+EBToxq4}1WmBc4zSPiIZmKT_
zYIh3pT8yPoRzs-+{W@T9x!nu}=(pTvhMjhc!4BT1CjE3=1JBPn-MAM(?^b}mXYXx3
z`{fkn3!!h0+_&|o?rk{r#fFZ%8&BTZeBzUB$8YaA_QBz|KECwPkDq_v`OCwhr+pJc
zW0PZ(&ql|e^$(3dd^!ML4PX5D$A@43c;(|S-+KSk;}>tfe)jT_V`q+?Jp1mY_wL-i
z_q4lf{I6$B3=Top804%?c27K;%5WR+92kDw520z`pgYn%JlZ!n+}GRZ$p7sh>hBxs
z>+F5{1SsF3-oBCE?%}Sk;itW$JzYax54s-z`sn^ofBgFM{a^2QK6u*KIXKckIyL}7
z!$X7M|L|zA*I{u6tnY{;oA~$f{y!!h_4_0gu)YI-IMOH_&=*?XrnC?a==)#9@A!Cc
z|Ff|t6VHAhn)vcj-<7++9J_jFcgOW@$F99{>Z4cAe757%r<+fHwEpO=^~XQldgjyZ
z=RSY_+)c;WQYEui%WX9(LzzUR0$CQ#Xp`D2HMR<kwM=cXsY=Ur4GpD>7uBs;(c0Ep
zXEv(&97a(dzN9cuAr=|bYPnb<U~`#NSOBE+m|QVWq!cUULK&CNEi5EOXW&DU)6r=-
zEG{QLzc{&wlv+rF_TI3>)PS(4g#pNU9)8aAJzW=gIYbS<2yf`J@JFIUu-LHZDGT|i
zFrXH&(a?rckY6m|iFF!-)oinxtvZcPAy<f{Vue~^FSnPLm#VZXsY0sMD8(`{nMO{_
zOhY&{6v0WUN%&kmJ`bN;kXuM7ge|D~01^iV2Y7mWxPh<le3#jCX3v;8<E0rdIn8kb
z^cx);4Xp|ixl|w%3*=&vQYw^-I6}bPOfH{kvm5vB*|u%-S{|F6ni!d$5D^oG@Nt_r
zAAqj&EGXAmGv?0t$DA4em^<?y^X9zdK7W?4mn(SxfF}?Zi%LsRAXAFeS~-`;L?VKq
zYa}@_9u{BIAmb@A3=ss-8`ebwz^4LwX8`nixVwTsTUcmFbQE?vu7MZ0ce+vEi}|PH
zx_y35mxb<rh~T6QSjR8QDJp=<D=KvGy;&I<nV?q40+9oaM&WW;B0g6l<V!?A@^S&F
z&;iVr6p=~AY!)31Tfva3gj@^-C?ppMV?sVG^e{P84jb@EPF8AkY79Cn9+MM~!N;KR
zk;oh@qA)s?o)*W%C6m$<3zFk-@sWv9@I4(+Vko3nL?<Tz;fjjFhD4xI;Yj$}8yktt
zOb8=o#mmTeBfH4TF0yb7^nx4-BZZh9ni1y{gK-N-x?&J+2*3Fr3+BW|hnJOGH*Q(K
ze#`n5>sK``ZLMi*s9Drttt%7hqzoyCA?MK~90G?{1o8_ui^3DIM2g%JhEH(BT(=;f
zplDP?a#T`MLV8kSdQxn19400l6%mS##Dqp-(2!>tjzWYYK;eLiz=TJJVF1=bgB!S6
zM1ZG7C=?7}u?!m-23zns1M^1^r6CZ3P~d!q0+SqcNB}w%+{~~^X))<pF&Vf>=wFLV
z42h1Ls@Ra|7{IzgVOamrP+u@Z3qd}A?xth>_Qr~H>+C027~X7G9chyS^gY}vJk-iR
z(9GS_zyb%e4Q1rjHqr_!b(xL1s#3D4#j>TndL1m**H@NV%sMSFzGjKa#Fl8OA`Mxr
zFA``nS(0?77|&Pb2-MkZSr$W#XNd9`f+7a5gvq8ro-vCd<TB&}rcS~(%ei(C8)!w9
zdTE7DYE_Ai3XxteR*JzThy@+XBqC59L<)%l)Gw7pp%5VtyM#(0Fi1o`gQgO4%}PnR
zL0x0j*V&D=HbaF`Q>IgvYUSlRMYTy&YtaE1uCZt<49arYsg+jg<#lFFtw~+35nJUv
zlbCIhaw{~F8iS(Nr~p)4qn9_BRP7b!#T8~ixeoAb);8OXiz;m`W#%e_$|U8>m}Dpz
zKy%-!mbxt~7H?hEzGvg=H}~#1ePrL+Hx3-zziZd}6)Rh6>r0LBueVfM+v_TpHCDCP
zS2UKJYi;@(o36^H2O_uBYAUrj%4RV_ImT9Vsm%mc1_Rh{HdstLi$Q1B>!#xxcz(|R
z9o*}Hz7DCwJy7`q2@LiQ4$yn*^Nk&!Z94hMmJ=UsKYnxPv1@O>^YN{FzyI(@--FJf
z?!M8%;qkGtiE+TPW0S)p<9$P;oqa>UKk51A*N2~e{qy^ues$@_C+}XqcKPc2w?Fyx
z`yYSo>+hME1ip7<Y<ysNw0n50Yhto@;#u#=co#f%VE74;zypqq;GV(J{{CTLd%L>;
z_YM#C4i7%=>w@YT8R!KY-{Ib;!#zD?{g3;*zWwc&JKuiu$yfL8eDmekKmYK{!{47m
zV(?Jk;85@2AZR3>0Q3dl-Qm86!w%vX(kmWJfb0R9-N4ruK<{4#>BCS%VD<2q40uZO
zF!FeOth>(<2>0x_;mOY*^qv3syMu3kxb^6jjjvtVcH+Zbr$2k;?A`6B?`$}Bd;Rg-
zTLA{Yb@%ymHyz`uHbeCyQ(e2YtWhU7aTF$QWuu{KNqJ*?dBdXex|Y(#%Nus?-T2zk
zSC5`JbmYzbyY_6`vTeiWts7RaUD?#qs5j|JG)iU;J{`1h+1a?<yxb!A5=)~n*$fW9
zn9h#NE5c;uMuN(#keEWGrIYBX1ZrX)Au>H1?Fb2q@kd7lps)xq8H$LD00CTlN=#fb
z^kSgVSbx7@Z!bS@Z$C5&lbM-KA=CJLA)hB8lgL@PtjLH+6dH{Q4@*i*p)%=0shBSo
zas_-AmqVgbvU2cIaWTGu{yxxf9UTQ`Mi^{35)EGSNdKTf4=+I4^XIzEo#Q-bE*PK9
zbD87fJZp~AjF)FXO+jC;sMr{MK^~REgilI3k40fpi8LbU1`7%KTAkvxBl`~>*ewyV
zQWK++<FHW}M3A?e$2=!jr<wC+&2XLllB?58E>8b&cKXL0r+>_IndRj<AEMvj!y!BZ
z9TA0z1`Z}68XFM`0dn9f91Sfe&|nh<Ofw3D3WkC~cqq69`T6^Jc!N|BVwAlgH`!x4
zu7MZ0_XRGU?%%+4T({59Id{PVFMt22`1lkYEZ?Vr$v|dy7PMTYgM&d@G88^5lSn86
zz#-r;#R855h+Gbx1UbZcS$R1bMFrV3P%qF3B_(-9knljv%P-1K!zE>8r<70%n5+^m
zqmWjVk(G$ah(;79hZEBxNXg+P@#w<H;F9PNc6uy7JDHuGLdi@jOo_!O$Kq1sahWOj
zylh-vHdsJJfn{1uc&OtJ<QEp=6Nm8!<jgBb)id%-`NT32(ICnf(30>efw7qRVF(vg
zAk_RoU)P26o#JA!m6fHNw{6<6b<?U1Yg?DM*DY?YZf$^0A)ZQ15wfTv4q3=1a2P~@
z^-{T5YtmS&m_iLIGR@Tsz0fbx4;d2@85I^6iH(C>4>kyc^hX5+q7gx%$Y4x}qoB<K
zg9?iZ50A!%VllANhQR{p4Re$O@nWH%mkl1GLs7^OL~w9mP%waA1U$ron^^?R85V#E
z4~~dNM8*VRBO&1eA}}EEA{ZM9p%}qau5Lca5HJMx3I<!?py$usbd1lfD?Pp1!S}wg
zSb4bhFWd{+#De`Tyxk3~tyQ!QWt7!+%1Rr3c`0XAm26{+b<^VNb&KoT8*9pKc7wsH
zHI~V=cDBq&5$i}|LxDh>!IGx2WO$J-SFFc#RoN_A4ojNH5*M-r1SXfnWYJkn9+2(=
zmPW!c%K286(5?}eYNd9K)T9#Y6=JOdPLGJk;m~LdF#RooK4}t-N~S|m;6n?DUlNGZ
zsR9;DB?hN=S(#B&Wi?dWjFrHP>eW^aB(TVA8ad$MDzmQI0*tG+Os}+SWHyzg6eJKv
zRi!~`Qwog|j!wulfF4gRse-jyqY`8iH3m>eXxl5T4tCe7uQmc*tZT3uo69T>pf}Je
z^kSZrNs+Or7P+Y2W?a=;zj4{34NKd$uUUS0*VbeEcOTvN%7Go5H!WY>USCxUFU+iK
zDz`4GDPPi1y|}KjvD{i?GgMi06&78o&1iQpx)!^|{1@(pfupQYCdW>*$!yY_3|b?6
z$Ixn~;~IE=&i_T+JEe92^n3b?ji;dQZtS?T>Ex#Xdbb_Fwd2_JT}Q7RzwpuL-#rA-
z+u1$b+c!KkI6OK$JU%iq0qTYEvGMV-(ed&A;n62O1HV1$`tH{U_rCk-&KLLY-uvSF
zAHIL^=sr-m<CDXq<AczNHayw`Eol?a2F54*!P9JDq-$`r8xZfna8Lh8-@w>F-$;LF
zUr#5Hz9YlEBg2pSdLH%n^o$Pog4M#vK<7w*_xR8sy<H!F^Uc-UA6>e6>%H5zZ+~(3
z%b$Mu{mH{FfXoBE1A{#S16_jyox^bWz+=cb9_@cPKJaJ~;*19#JR5lM=fM5{E(i1l
zs|RR&`@aRoXkA@nBM-(Ve;s}XxcA&g-|RmRe#KWeymn>Fv70-=$?dIsyCA9qaPQGu
zTTg$w^Q~#;drKQsWsRE3X1%2v-j+16mJZx+ZL76@k-etHR#t0hTUPhlu~#p=clOfz
zZ(qFj&iPB{-oEtK<?ENuynA-%zE>I+xA2uRJh3<)2VJ_!QE91hI9zH$K{kn0z+mEO
zjM&0rY+hk(5iyZSO(D}$NVLQvQe19P6fOswnu$qB#l)vz6H+4+)1nj8;y`ego|OnO
z?vROz40U(+a&dN@=i=(;=bs1}p}Bea`Gq*>2#$&l2ncX-ahWx1)*NSN5Cp_0C*>Cx
zQ5bZP-{lnKC#R=@Z%;5PWJ(>p5SY^-u%q<#admf_>pE}t+&MFyX3v;4bH>b<p<oPq
zoLropoafG*Jqz}{1kiWx9MIQdA|tX2@(6TFF_lzI0X<epesO+AR=P|f?&yHl%2U;q
zR);RQAS*K^E)o-r@bmQZaDzhld4vRdLac_rubYR5>p~A#AK!(65QQ9yKx4pLC^!(|
z?;GIl4XR}?_dq{S2hhcYU{FC&0CxfOMuwvyGY;b99J$HR9S#P?9t$98?)mrf-!*=L
zd#4-qy_o;+x>o<$JkAT|FZA|8VnV|rv8XWkI*f^pi<#=WO3r}XiIl|b%rs(AK8s4?
zvuF|lODTm80MJo_peZ>&CyiK~&88DL%n~X&k4(y?(V)!@pPCLmSaDQ(fsjv@a3EJJ
zi<})x%Z^o0fu}7rFmjc}sqEBndOVtw8o^DEW~4=vk|Xot!t#=%N%=S$xe!v|iiw4|
z+{~o(#F)e=EM%u4yb*p2P`<7SC~r!7l!}~PC8pM>7-kuPM@vbM_YFrlhXl+G0PsK$
zzw(_M;62yV&B=Mr%V8Kabm=Z#v2^kBrOoY&s+#J{8)_<=>kO54z*qz}4gAE(d^TMI
zEf&U#=0!`^L0Zq@#`g6&1a1H-X}&ks)f43n!i8`!S;K}#M+AqX12G{%P@y4#P#_>i
zBN3q}G~9Qvn7|MOn3V-0gQ3qDfeJx}qEMJAtr_^9L*x%EP=S?MFz6qk!7V&CE;cnS
z74EkXei0HAi;Rj6!bbRoVti0&Uz8*LEf^aC1tE4mNF+pEcmxLcAQ7Pb_-E(w@7jNS
znc?UX?Q3m{L(P%{VCm2VWUugGn{a<Ce@_!<do6QQ6=Qt`b8RJeZH;7IgLc!Rvdv5C
zHY{yk*4k8EQDw1K8f~>oQ#D&@B}<GYVq=~_m&%Z(Fy+}|L$1_>7ia<c=5Q2w99bb-
zRLtTNVO4;|;&54F0b42I>Er-hMHaQ#qLG@_QiDpWbI9f7GKrMS<%3|ZghYcJA~Kml
zfo@6Il3?M%!TmC549Lrniv)V5)T&pPn)GFk78Cd~qtGj)z!)196024Tk)`EEZK**6
zVA!OT8e~EcQP{O|n?`1k@-zabl1tYJSRk$_)5$CJO2ETadS#ti3+(QqDtoQPSZUN%
z8TB=0L!HfBZ8q4{3Y}OWWiymKwq2`gsVrOD-nM1svW?5yx2#&eXY+>r+cxjrykYC=
z70a6H8_I0u25q@s1I<1yRpssVHBil!W%Z@jYKyS~OhEzk+O2jgl*O?+3v09%i=(E-
zR<qe+G8qkey<V%+XtZke-*w*q**w#ad+%*KdvA*G{cqg6>D1j#9iMON_-yk@hlF+e
z@ehFPedXw-j*GXy{`pB)?^s{o$YB4_@IXKCucQ6ovfDi}&@(dBH!?Cf0#JAq{u=2W
z9PaAvdkm4jj~{e)J?@3ziO~T7y@SKOV81Xl3N&y3__N`$$)SOf-u{u^;qf7;{*it_
zy!~TCJ)?t<`+Fbv_w|g9LOq<a?(H5Q>zx<}cikr=!`%~OKX*O7`pIV}FJ3<J&V|#L
zu3WnH;YVM7`TZZiKkRzi1%P?551{YRP|pbTyNz^@4Rt~|#l+B)$)U&31|R+DsD}=$
z>j1zHo(=w2O%6h`+f)ra92)2Z8;4&8$9^52y!W{OozH$aa`BU09XGZfy|(q(2Rk}G
z-uu=UK>2QX^X9rYZfx!NXvdjP|Jix`yY@>p6q%N)&@)6z5|xdou<=4US!Lkrts=F7
z&lQo)cGZC+JFi?n|K0}|-n)7E>IawKyLI*bk8WJKb?w}hcMcqXec7h<nsR$4sW>b(
zDJ(TPA~QWUHz%PWKdvA@rXW8ezaX-(IJSfYfoE|gq?p3uNPK<-E+-O)kIKxB&diR@
z#3yFu#AjqhC8c8Hk|JUg!=qwB&+8u)Jm1ZI&YZckX3chSndk2xfIuJs0DF3R&Y!;k
zK(Dj&+&OccX3d`EJkQ0)-!CF2I=8R@KyP?dq+d{=m!I$ah3<f6X91@>-*uiF^vTVi
zGtb4*Hs>@OAg<#_bDUnD0=h5HnhA%&9$<YP=+|lXU&p{FDJD8HIXg3tP(-9rs4N=r
zy~$}wVyW=m3+KQ1;**01b}w#gD7ETEJbG>xguFqDX;el^Ts}UnC_ghVCoLmAAvzjJ
zlHg#3e?X9LKrsAg1V9BM1A{_9QwL5K0T7W4;$i@|LH=IIAm1=_Fd$w4z>u2^VajM^
zKx8<;U~ne(5Ayf^yUzRb^Sr>lFL3E}{|27F-lk*h3EF&E+kwS*6e0wA+#)dGZHR+#
zip&%os9Dnzb23v(3h)e4A(u`B5vE$glkyqlqO3xE3L!t8LCTW~s7fhQDx~r_1S$n?
zBq?dB*zBxWE~i)_p~^W0B2qddCx(}w0J4NiF|m}BZz5$Va$=>pC}mE(JSUEu5lK!8
z%ZowfCt+!YnV>u1vdIi4shF6D&(8!anAFsmq<Bm;#vkeJ0w%o$aUtTulu|ySN=`LM
zidp33q-bw+z}ygjmmnV(ACEb1uCr#(oB@t5YK>~qlEp3Ui|SgMY}L@!R$f+LW2gY!
zD<rV#Bp!<{;`5YBU0Fr*@-^#rK=RPh*5z9Y$l^eBinCkjEEoTI@Cyp|4~8$*k>LSh
zD1Y#6aDZM^Ah?#HL;OKj1uSkTItY#OnTo*l4GQ#!5O`Q|0+$^Wh<%YT_JiDt0Qkc0
z?-v*ds2Enzprb7*H6<Z6H9R3cBnHUd$iVP$zfiOf3N?j$F~IafK~@l8U2j+u1Dkc2
z3XPhMYvB1gkF+Wew<r!aN%l1e_ttUu)Nx*IgpM}ez82n|ChoRc*2XHv+H&UVa_;JC
z$=U|phPJW|?R9I~o7$Tjt14>DwrahtPHw7Usq7@Fg&?)$3XN%ObqZUJ6B+RmGhU#_
z^E5eJRUTJSz>yTQ9l;h<HZ)IiKtCgw@HKLw9<&W=sS$vvMy^vUAPPe%2Qj&f%@tA^
z+!6|t02&$!i%eyaDNF|d2G)iG4RUNAn+IwLrBtj}E5WqLtk=R;r&4I-QmtHSP|7V@
zwcVgAHR|nPTclALlrpVMqyy-yk^%<SN%(3ZM<rlu#XO5jTB=i)>s3GzSLjvMCT&xh
zr4c;DO!`ut2C7W2tuz@b3_6=ysRz*@kE0O_tIWp5bv0|3EZ(?$DQq_^U%G3<y4{;L
zY=cPF#cfR$WfexfO`|H+s%ve4dn?)->XtOtFRBCRTV89of<PL0U8~h%wK&RRF+=^|
zvDple7eKF3uh;2xTCE0z_Wv7v@9N{9t?Rf8n%hlhzuI*6YlrK?lmr*HFor!-_0`5R
z4qfiQRUm2jOW(Wo^xZ9|!O-jrhrPooD8Riy_I|PnWUI$-?mBT}->Dl%&RxIw!QEdT
zfMeLi@DL!}fzg4U(f+5SeNRSvpNzm3k|uzT9R)juk;%!iiOKPiv6244p1uKyXzLpu
z>4$>B05q%t^d0FN8XFv&936t3;GWL=osS-MgMzoavmaEu{e5F2K<z&0>;3g<*Dsw<
zfh@lF%dhu-{q2WGPk!s^eFQ1OV`JTulRtO&T>bR(;}@>HcJ`gu&%S-~0zlu7KL7rQ
zpC3JX*wxkD5C0YjDh5VJ`$tE?*$g~^pNtJYnHYTXZ0O0K!%&a^9CDyv;C`Wi1fJ->
zKc)T!0Wds#G&I-+xcBG&(I5Lp?)>re{KwxMdH442Q`dJK0|&DYc6Hp|d-l#NXFlC@
z^v1?FukSql(e888j(gc0yjW6fw(v^JBt{d@XyV&TWj4D^Z{W$~G&ZN$WR@K`xc%yT
zZ(X}_;r*MJuid<I?bdtOZePFl(Fa#Qx^d>}yRW=)xMFcDj!Hx(#i3G@u-Ul8lHw$C
zNpxXecpg492an0ii!3UNDlU#FC<w#jk*R5jq~ws~l<>5S*zBC-yn@vHf&^SvXiO|D
zmO=YOU<k@LD9FRd+aX18o&%}_mwC>fULH{MTwR=;X3d;AW7e#fp<#Niv(w8nXS_V?
zWzZ^so*^zN0SYkie0MibU+;z9o`7R#z$eG-nGPH~1#4%`nGFT|9m0mWfPrVh(`U|_
zIeV@X>~RPl=KZyQHgLZ#^IiQAL1D2`Nf~LN7zCFj0;MEAIi4@%y?gQPZ@#^E;=~(U
zHm_Z=ysgY`geG!aMj{@ULM+Y|3t4h0kIkl#pjV*~pPm77VoY#IkUt{8FE}6o>F|CJ
z!Gwl}!$$|OEMOS#pk6SjKr99k6B!Bx&=+<B`i%$+NsNn3P5`gbuqZ70`Fs1{HGYA6
zryKRXnE&s(R{z;NVUQSsK|)Vf2s#KthI4Y#8MG2;V1@2gu&M>ZwIC~nkefj*%4U)B
zh2TTTr^~n$4ke#X$YKz(h0J2BPFPc>t}WLX)STkHq|`)oMhb>dkf@N5^$MDVhGXZ(
zP}4%$IINDGW~OGS@?uo@C<|n+QE~O${7NQXnHSGY4J(R8=EtLoGh(Pk89a80KtN-0
z$TS9lLM@=v3ix0<R+t`%^u&12#fAGZG9omj3?nN~4zagI32_nLsDOE)LGDO@cVEwW
z3+BN$@EK?nN~hN^Td|^j`SOO=R!eyq7@-6DHI&<UN-15$W6MN*704U38e3_3V_R+8
zikjvXGHpd%D#6_+a<+5uj9FeYo#)T<boYa=*^d0UAV-u2@Vda?hKB(t^#bV^w9!r_
zvcVS6sV|`15RgNJ_=h0<5C|WjYJGj(yuF|g!_CVJ#y)`o{s;s>;$Sq~ywCw?V0S|U
z!^48G;X&cyfngwf2!+HtNHIo4U_&Aug}{adVbB4NIT8QtJpNt#_cutUO0>6@x1*A=
zt(>~OlD4as0igGlChnFR=9)6<5;JL$iP~=GEvr(lZnCXvscLVmuCK1P*($Zh3Yor=
zuc=@tOG$EjvD}^~wc&)OG=VWqXvz>6aeRF?Pn*M4=W>+=99c0(Ok@kG96pN&T08;x
zZz$y=ol0uZC=6PaUaJOl2W^uQsgfs@F*sr}Q$VEgN~l~Sl}n;>NE9}i!lKe3yc7IJ
z_*@R3$KeY3eDKs%DHPCR2aG5@U#nDt)uvgevzwqt%mP(vHdzfiqei7u03;T}7Fc3~
zLTXe10G3(Qic-BAXyI~`uH2}D94H`ZE2hRat=g<o7!)$2QV!!%z19u@TLm5#LZd>~
zSW&jDxp8G%3lt32v@d#P(}q1;H*Z<J5*~uzg+;A|g8??zmD*ZsssQvZYiU~E($wBq
z-&k2*X|tG3M!f<47>z~~2pUXg_yZKL82~Tr*Xs>B9Z<bmjTZjEU(>GdU3Ki!|ATwK
zoWi~Tg>M~wXQx4q>%hI6&pDtkjQ?He3vm?yakrfM9BT6^Ab6qf!k($|XB$s^wBhKD
zEyv#9d+O%V3!hy0@T)uD{|>EX4o&aq$izth#8CId;M0kLCs31vos&adlfyleBVd8h
zKRz}vHaa*s)c3UeaaYgd;n98|dx7%p=>sY6;P4pWU?7VJhbPCo2M50S`R9-C-TUZ^
zdw0J5?#G7@A)2BWVD0GWZ{0m#{PNp-pMHMs+Km$zuAI1d_56)nx4!!3_nzL~$;qB)
z&wlS8{P_D{-nsSJ(RZ#K=y+@2i8IIEx%9#3_rCt+_n#j=dfeRuv@_VIjgAct5BCoC
zcMkSG8ti=tf``fBr+<!hgJZ*=Bb~tgPWFTH;UQq%vA#b>q5Z8F+TR{PT=M8xU)T8P
zZ-XOWKI*#u_0K2X`*`1(_jVn>wDZ`NS5Ds8-SHvRu9LU6AHT7)<L3UiKRtYL+I0>b
zN`^^A-@3Np_@PZ5uWjpieaFeyckbD`yuMsxRC3H3VQYQqYx}ofdZ*+4t8c&m-i6DT
z-@X8K_2PwVm*2g9<;1(^wjJ7MZEi>`%JYkjK&B<d7U$=S1w{%;I)@QeQi#mT2uw>w
z;4)F!I8;_<a9WC2Oq6?g*g|l-gpA9qtdxR+w1WKTv{YFCn(yuD?&}R9LG#?_JI{A<
zfsNa|g`Nw1{Jjv+R*VV?2=ejtc5`ucn&Ujv#dWsxyxA|$ngRW2vz%suzj^>b%HROk
z1+L(s84(o`5gp;-<uTQ;_A)TKpyq}CH5XTxx!{*J*9o5T^6Zyq0=xwn3=rC7E|inA
z)9kq*djLY%$$6ghf`x8AL4kolcc73EPE_RRzb%PPievFu9cND5`tbVp9h;XfZQHbI
zO<P+7lR-*PO-N0NBNXSFOd7l0$mP<hG@?+%W3uTf@F5z3L4cqE4MYj_l7yi_7#E3+
ziNPktgH=TwE<G_TBMAzZo&XP15~C91BEWJuAr_mG7@d(CpPiWmp!)CnTzGz-7r6HY
zE}ib*!1LGJbc|zS!m$z1VFd|kK|re#inF2Tl*1^=%}UBhj>^r5FUm?L;8V!?=}h<$
zIbXsok+F#qW|4rF&mm@u7zHLJtI8s+FIO3r%>2yAr076=S{Rj(tPqvxBt$7CgOd|Q
zPDU_NkjjEsT~VAg1Fghi%8AJ>yu6i4%3>+eN=g%DMN$$`h4ILu)No2(l7L+-71IPl
zDwj{@a7si%icu?or1B(e0M^eXD*|vYR!vOTGjl}r?Bd)wEZQs3+ZpNS7VHPOcfOme
zv(v0up`jRq!L)MKniZ?ow6?d~D=Q7KT3k`8wV8Nw2?KDiRLGTyc`}(u4QQrRZLW~2
zZ3L<q9g*R>5aTpAc&3xj?0IgkUY-G==-}{hFC?UC1o@&u0G)<JMFwNTL2&Et@9!B1
zh&LGS!@fu)Y^Mt8jX=PDcVAyuPfwSH3!z}(?&Ax_H(qc&m@fJUcm@P`27!Pf7=UzO
zI3@`2Z8!$T!14N{LxP|q7i3#eSXi|}gogsL4C`CdaSc2_CxG64_2PZ?!re98ZDq90
zrQ|JT<n2|o-Hn`GP25d2%vGh7MaGgA1G&x0X|Is4Xs|A8tZ1pNtg5IqTPswC3X!&)
zqbjE<%Sp=eVnunLygW-<nl84b2ra36QzqY##nWYTH8~vBl+-~|!WNM^LIw|dOoSpa
zSmcRS3YkWw0Lu`yMy*h)#WE#NBxmv@6t;-S5EAGD0*z0g@(2_Tfy^!e;+MvzGq~V8
z0-Q0A!x!+OXGN-zDO3vZ8c{19TL8csqt0M8SxT)oC_9j;Mu?==K&X>iE`<V4Sf`K~
zlnRqtWr1%(0B9Y|u%mz+w&^v{5Ds)P{1lGS%A`<6mC~$H!@)36iG{Eqf>W0?H?=o4
zE^cgC)KCxJMY}d{+Pi)0<~6I9G=pJ-(FpS^m3E!3#twPJl`XY3i|Rod-OyTBTT^Pc
z1Dk8mYjk=DA=Mj929u+VV6<d3>kLLMsCK|=A8hxvIw%-uwbSln_B`&LLbm@!_O6G%
zv%drPZUV&Hac8Rj0=*7<hplG-48zWkHv_AA>gH<~K7ISvH=lfW|Ch(Ty&%p78Sm)e
z#7OVt(9>tYoen&K?Vm%Pe*%~s>3%i>(6?uNq<0J$-NByj-p4)togi-*9UtoH?}Apf
z!O`KN@iEXJJRKP5>>v2)!J`|W-hKPpjdNG8U-;nm?JvLm^4H&geDvh|hmSw|@t3Qg
z-aU5V%KnbCdyk*qd*aN2Q|I5h{^55IJHZ&Dd-56B>VEyO>w~X<K6m4j*Un$wee@Kd
z-*;}@{_x&6cYpZ#r~40|_Vo`85BCqkU)_WK5P{J-0BmvplL>g8<Gs%y+-(GK`{RlJ
zM-zjOCx#x6LD+HsgV8=PJ$nG6h>=kM*kivB4d4C!;gvgIzj@)to)Z^#yz%yqH{RV1
zksKX2_MDumjvEKgeR%Zp=O?e-d;YyV9b=P#xTsWl>eUUm-+uFx3&%gXc=DrnPn_Pr
zZE?B5CgXxT%Cfq${ae?bI{fO{HxHkB<M3<y_Z--_`_Q3%hh95);Ppd05AI#Db(6NT
zEGj!=VHnB}Tye59(&%Iyn;u6jL}jIW$40qFhI__E`y|HsCB=EiMJ)(NJ0pYU1o*lk
zgHZ`_Q5k758ENR)C|4hkS*~-P-2iU7%$f^6zF^}!+ifABSzmM*B0Lg>jYfw@f!@sD
z(+6}5vt8!Tn&UEa=Ij|j`Ob2h={#?)yT<}I_xVn9X1ja1#V5pqx-Td=06skC0GB)0
z2?lQN3tZ>BIJ*FcJR6<@<uqs3T$efUT<3XnfIWtXPIG6w%$vKw9jrG!eEofW0|TL7
zW`V~-5WHpQ<BLeeN$JUa5%0vQWAD9xdEJK9i`!cuM``1xH4tn`Bo+_|c>)0&VvgGu
zH^IAHqf?fFX^YLw;&XC~3z9R_<5H62!Mr{-6>Q(5;$jm(7m*qVtQ4_0heXH)!C@Xa
z%4Z~|r^F^FM8?Me*&G@d9R@HMj{_m%wD`Thz`fIr`d-XG9rv#1=fq+iRtYGSA25z7
z$q_l(Nrb}8e0*|3bVyu8FfJ*wFf*YfJBgB;$|%U-0KrSilQIgG+!8sfkW0idi_$p6
z3=ti#<QEI+*?DQ0%mhSHb|j6E#G~V+EWC=IDJhDlCI?d!0%Z7bZGMzGJ4~O0ttd%o
z<>J?AXsb1}T279xIFXYcMoLDJGO+Z5Br&^CDxwJZL=Kn0ViySoB%_um=a*#0ArjFZ
zgk-d&D9O$%u!~B>%)H#JIDoqgoM(A0nCr7}p0DQuPq+EdcMFR`MuTP5s<o@vtY5l(
zMO|Zqy`mgigA_WoBcy{xBY}+rodV(vBArR+3K?7pnJ&WRP!OR>Zl0KV3sA0ZNO#C%
zL!mKoap4IG4#6#~tYNWWDTaxQM@K_*ai|X>1P%ZpZXgB&iSM34!3zTd76t^m`v)xW
z@q@de^Fj}2cMlg2&-q?H9uCkO>>Z5o4nlYZ1_3bk1PvB4zz>b^$AtJ}kiKZ>UkmVn
z)`cKHA4FgfI>hmn9}^OYLO2v%fqu`QyXhDoYKFuL>Ardq;NI=!^sQx-trgVmHS}GL
zoSluFO|{I`6|^N*$|4JWaVdXEm1<doZAoKgGlYRwRGVy7DpQq6U&YZ>(bUyMRdtcF
zI#*GZC96o6l%<I5sX}X}z?8+)XK}RIY*h|RHr3rGDq#yLTmci710i}-B9_P`GO&kN
zD5Nq4Uo2(uB{Z&x#1ax1!Xmn$h$bkc@(akE0un2q$Sfo>2xKOi%AqqLok=w1Ee*m5
z$V=8i!9XU5gj1zl2Iv=%qS0gkP8G^*02ry!0xhhNO65|i0zCSpQk7Juk;}CTg<hou
zHrS-qz-Q541!E|qMx$4$wF)I11G7WHSOw9{Jf2b_t+bam)z&rD);8DGL1yWS_9Z*F
zY}vhi`{s4)mbSK4+H7Wx)}+>2b^3C%rP5}Hs<PRuOUueFR-+m~xDtq54ZJYDNoO$W
zjE>SnE|kHnb>Lp37AR_+QLQsT!2ljk$2IW$oYRea9qew$=itx_+byR->-*)7x4znO
z?#pdwKHqWXvscc2a`@8cZ{7a>);AA+cm)0lpxPZ80uk;|_t;=3AjW3{kDwe{S<noO
zbpAQg_2+2!v(fI!Q3wm}8yoE#ff^qee>O5YIRXT4@6bT+2w3Zmb`6dE(bf0W&-ZV9
z_SLCN*Iz$-;q`MDkG_57)aC2vuH8C+<Mz4hAD+1U{_E#2?LT#XU&mXA&s{ut_QIay
z=iYqx{ZD?l|6AYald(zgLHo6T^vj1mH^2Gyt(%Y;2id{rfct&x{af#SeCN}zzx&~j
z2Y)>2eDLJ))9y~dzhk2VLxYfr(FLz<a;$G0M8AWbWBrfD1|Cns%O3CjE8}<^B9Ev1
zAHWWxXKeV7!NGgKKX~uXmq#zWzvuY*ZAVUTJ974wqZjs`xVrD;wF9Sb96opR=*5rE
z-njS9hhIN`?xthBrOtL>S>vVs+io7+fA!F=%LjK}du{KD&1)7LRdybuLd<J1Xf`(0
z?ON8peQEpJmZs+NQV{SoR{wwOy=8P$dE54V&0uwjdo`)MOWIVDG>yBvG)>)w;yw(6
z>kKk}F*rpBhrvn<v^c{!Hn_Kx0`D2-dhdr1&(~gS-Opmyx%T>JH{ES_Hkn_}eVoV9
z*a615ZOu*XEsf*aH4ZB+HOYsJ_X#5Tg$5zRLr~O^fUsbnAmSJtYBUbz8BFq~hWOAz
zeQBY7;lbV%!YG9Q7zhI*;W6*tD$zj%k3jDc-Xp=NeYE#z=)`_B@+0Ww`UUz>BZCr>
zBV!Y(aY@v~)X12GFmebg5bfpR1L}p3fqO>-^m=;$&;|th`ucf|8a2|--#02cA}Ki@
ztb|D5nTrevMEGHGXh2ynZ)oO@^zaxBl<V#5>Er7K1)%HUHF^w;yLpU)HRNOvNw{!o
zXgJ)eqfihS3{2OdaTp-p0*EUu%(pvj+jnj~di?O>r3*ftGjr_^-+cSsnu(LfLXWq$
zu3~IQ^St?=E?vH8{=(1Z%$q%X?kCe{&zv}IN^Nta%An^-Bz*Y4pg@#WP?(&No}3g1
z+zYr1Q!r3KzYKahKyOMSw5vnIL3u~ULeauV$qA7esd2+`4Se9<4_rFjXJ9z4+xL$d
z9uCMx2n)l*J@%x;@Jz@8&WKG*q(z2eqCzm43Dm-jI97H7H!nq0lqqB7C^>YUfMJob
zEHb86kf-I-jgkVJl2xwf>LvLF>0z1igu*N;uP8ym&(e!?t->rlGoF`B<R{`S1yNO;
zq*_i=BR9E?pE_AipJ(IGwF}0p3M;v3>fA_SMz}CHTFOe*NsII<jzY#1i3|CHe3`V^
zW)kUS#W_jA=@Dpd7R|^>uh+2Z4P1kq#h|C)F@YYVKJxV(iSYA$H^&;_?cqrcqgu?i
z$&;o{n>J(Oq{&UqO)xCvswxK>Qfd`KsemgiW%FQwj?FGDg*-WE8?xA<^vq&Pa9jW)
z#K$klFE9uN*~3&CEg>-?F^LipNd!3=l?F2C(3seesAy1!KrRJ76tuo@9;txAn4n-l
zUlf@P^y`ns`Jm9A2&88q!V8J=g)B`x5k(@S;Rz%Pl1Ku#aRd>ABx3=6aiP#jCcy$l
z!XZiEs*DHkh!8M{h>47di=x3`-8=KN_g}l=ScACt>v8(kt*RA`(j|3*#dZ884T7c3
z!sTs}rEQW0&7w~mgfnV|(`u#D8Z^_It<&18C$~3tv@|z1w76<o%oQyfXN%0yDzLSd
zSX+xNt@);w9Ak5)p)pO@kgl!G(Nxj@L0_qrE-~hdb%kOL3tGN%jZg`WmpUZ`BkA-S
zy+NZlDzyf&Ld%n?Ibt=-4ZZ4Op{7`%DdMXNxN-(Z!eEOE*rH;{F6K)40)<qj)#{<k
z>#*3$t#%h|VXZS*G&+-3XEGS97LZQZK_BaahAIFoV5ZSv(gSB}^*W7Cr_t&);N__^
zg02Fd{Z1+2uv*J(HYXHxS8dQ~wLwAm*lqy@g~jrY&UI>yQYMG*t*)qQX>4k$Z-6Zf
zu}z;cb-~<ui{~$#^U3T<<0jNq)wr?M=78>PO*v>Ss%oJB?5eD*tgd!eI80WH5#m!F
zR`}h@T!6kdr@QQB6;SRq?16H);0f;MINa;uxCY)o=6{EK7j6PIZ{L#6i_3OgTE6r0
zvK<$ebe@GQhBZI-ZajMB@Wq=KZalvEWbom@t4GhDK85&TXyHPS^r>4J`;QI6fAY=-
z?!SHc;LXbifRRHlAHN!W3ejvYU%wc5-QPbn@C;hOFr+r{^5MYXgZ@{4-h0x0>G$17
z&#v8Z=*vw%ezkee*IV~~)9J3SI`^#JvipmT+o4u(-ud0G16zMOwdqjT>dilXxAXAP
zi+^6d`}`I}W(>W(J^1#IXM>mSJUV*mw{`oDuHLlk%gsB#-@a$-{v-QO_H<vkeE#QO
zE?xWO&l{kLcse-P|NQx*=g%I#dinJA;ImgCB7T0q|H<F|Pwxy4JRExU<n_?g*RP%o
z^*<a07YOkFg?PBZevlLYeEaW{m#%gmKK@N7=wr8izIOYXjeEY?dg$NVkFMK&V$;6v
z?MHg|cV9Yu_Uiku-EgcISC@S|zU9alOHP0P)zMYU4lZAOaK(}hGp0^68*6yn3QkEC
zpVy>RwCc3YI$f<wZ5N5nLXl0Ou&9(e$UIWWRT?#u%K`0{HwHBZjU0&x_{h)uUp}6&
zbuaw9K0^48B%nu;aZsK?1pjb~Ul3tbpwGuX9<cR9`}^U+?;v2b|CkZpBSt}ajU43x
z@&nM^jzr@TsTq*@1Fcc$_fis5Y4OR_un0Vk1aoSj)CJG65uTo-yn%atz^cL18}z@U
zM?%&^WMp_!Qd|t&UxN+<4u!{~z+W9^k$rsuj6e4D7!68ZKVMHMA5b`Wju|s%#F)_|
zV85TAHx`Qs3L=6MAshxY@OU48|Ir>}`~w4`;-a(YS&)ALGX`tdeYf++ZSxk)`Si1y
z>o$D9e#7^3KASmVV*BK&<7UmC20m|JtX}c;cWb`<X7!R4OXe+JFn967Ni(L|T;&R#
zUZFP%6smkyNorPBLPAV>Y8*&{B|?r^Si<ELGU(vC6rUI$0a{-Q5sgFpV^Dr%0xC8t
z3=|Q=aSeRn-r=Uc562&l>-PO)hJ?T<6*epkN23v9qk|ITLXzVkuz?I(*@z%ydR%CJ
zT6AH0bV+W4gqf-2<f=G18ZKQg%(qC3oN7*!LovIfV$t-*`BUqg%auhL;qjq<X)#z<
zPJ~g;aB7$)Ub-TWRuYdDrVuN*$>Y?FX$IyDeeo1!-ZWMIXJ*c96K9+<zlxixp+`!x
zXdnhwl%(sVg<1tuB4Tj4IV^Stmz%9ovSj?+%y?2N4Ox;Nre!8q$_r|Ar8b?QgqaKd
z(J>=G@*4B8zxNn)Aei_1f$9p{r80@Ewz{sNzOkmd8nV<a7DGj)qp}Ka69eqX6)K@r
z&X-69U?!l}K(-t>J&Ln33n-LGKR^7KF(?l&5ar^r;JFJuaViZ1G>a#^>)Dd=!NIto
zAS532#5j;Epvf?LM!|=GIDrO=2$25bLV^K(eX$r%B*G&w&=aH%Fj<Vn2H^35czggJ
z=ZnGkV30nT06$zHf`ma+@YvvYMIqpWNfa1fh>J)_Ps*TY<rdN*H6y>+UGKkk!?FH)
zoMBD7W_g2jQH@}JHFrS`cX7R7NuzL4lVCxkU~Yq8cD-<BgJgPxVp^kaYO{4pTjhkd
zhPLLG`i8dh+BS1lo2I;7R@Tn9x3jJ7g_gEFQ(LyNHN)7FW^B$dG|~-q`MT;nm5VNS
z(4}T*`4&oaESZk0&<Vj5L2FRxjLLVV(3&JF16QhnHZM!0VT!a&v5qO$Gew3Xp{{_Z
zWN>78Y;itIR8%5nmrB8{QzF-CpkHf+k2V$7vP!eP!eDX29+l3l(wa0nv%zFHTcBU-
zv{=iGCY#=1(dhw+jT((!t=54+;-Au}HSVr6w4044kTBRR0HYu*aDd#{3Xd!{5Y|G$
z!ss5j)5CYkWRNzkb(Mn~LmfCV)YjCtwzN$c4{e)iP!q?4n70M&$L#JyIm#X7)vl_#
z%9`4Wn)<5RrrL&v>iVj(3MV*|l>yeetN^zTm&E~pNI7J>T44QdzYPGm4E{7IctQo#
za9jiLA9I+w_rhYBVuNssjlByt{fB#@<-54E4}usLZSGpVyLZcpYbSrXckN#Pofkuo
zUV`J;<HwI72Muh&ZVx@X`NnN~d-H8S)I0Or{=07m?zzPSFQKRUXz=CZ=ivP?_ykNJ
z9>09<?*G0TdNTAH>d~t=*B?IbzI<c%u?uT=9{+Ol!8Kc;4t%-w!0IjgKHs=|+4>zz
z*KJ#|X~$PP_iz5`)RBw79qjw%yIn`W+jZ<<-|y#dJo)qKt2={l?+(5F`_=2~{eyis
z?`}JO=F85#%hzsM{_jm+ZQi+I*Zy6Hj~zUI>Zh*mzDt+yKDhs^|JlPw_a8mJ|MKOt
z*F*h7gP^&1{1jr~9{&CG$vtQVzZ`f1NDKuM<spzLgT(|WkOv2DJbHNH&p*LC0&x1@
zoqNCC3}bW$H|{>Vbzj$xL#F}V_jjE?+I!{1`Jdl^?S^CR%1E6dlN^~l_tzhOxbp3H
zy{lFoUATDTxCx(V^tA=W#-uc9L^L;)$_<MU#Uv<FGPSt{`a+hrn5`^g3G)kzGO|<S
z5`YkKAO=7|Lm*(3pYO*$UjOp)a2wZpdwv9biwPV>#Ed3lMnX3OQaq_ah;WJrHgH6M
z*T;SyqXIm=(SAN?KaT*9(Y_-`d4D{{XQXeSXCSD_FwpEJb9f96FP|Do#FPE0QN-x@
z;D{Jfa5x%;^YRTC<?B1z#|s3xBRxiq@EAS9%VVUkw+Hy##>LQ5z)B&C2Kq7r4i!wn
zrzQhT#-P9ubJWM)9;19b-QNg{G49E>k4KI82o|9H4fOZMq63JKEJ}0-xcPtu1b9A-
z_}JUWJ18V5E+IB0Em<NHgW7Jz%B2&hbWE8(@!NlY`Q6&DX3U!0*3mS6V%y|t6K2ew
zHgECVm0x|a>Z_IWm&~6rXV%2&Q|nrq)J6kOBISyuEUqA@pg1`_BPyDfln`CQE|5VR
zSi<M?Sd6?Z5D6zHL`BeoiC|v=HfRCf1ROFpnwpjpKOEP<2k!mArNey&hU2<@|CkgC
zgu)<$gHfTOXfVx+q~c>Dh|%GA;NHk!RBB96P7*aIF{~&fO2W)gbLlEhwyGps!_6^@
z7)}+Z-KAMHt#S4I37>z~F|O87oJozQcqfDhGSWh{qFk$jp<>1hGJ=`0Xi*xuPLegl
zRyxlmn(q|OHnC>uie~AGr>F~B#92;uqB4gn$_$q>VihH6YEhm-%;1$~6&I)E<;NEm
zCJOmErNzm~QJ93VfPzG_BrnFy%P3P6S#*NZl6?4_>pA)(Z;uiFJ|3w5aPKIXS`hIC
zmF2Fw8n8rlnT=YLK~?TFRk$E>PNmn2<#LW#%o2;(G6`3sf>31{JimZm7#o>DA%@|A
zL~%i(5JM3c7oVIIo0JIljG^$UJ|Y5=h9l!*p<oYGL|klCVth1c&r*`&;nR3pN@QX}
zXmlh@w?WdRFBa{M0_a8fppkw!$X~_=f=eSF3;TUAh<Dr@fFPpLWGpra3Wp2A6JaPL
zA|x^)3i2{?z$Y2Jk-1DZj|I8B@4t4#v0l@z{i0d9s9G@B#rdp)Gq<{QQ9XZAqhNkL
z?=wiOsN;Q7FPzmVo6)46+N7V{WS!XT>S(TOZfvftZ*|tTnX1~=<zpp|v0U3&rgbdC
z+@5P{&oZ^8o7z%Mtr?~kx~Y+2sLj(<(iKj+)S4$T7D)6=nVzdO2sI|D&Mb!!HrQ&-
zQjJNVG?YlROp&G-h*x4@N=+=OnJG0Fi;M+)O<t*-&XVM@pyexO0rv`3V!2+av+2xE
zqpiZ^s506s^;VbK=uqmdN}WZmx9Us|gSpHI1`I~K2KH!78m&pKHK{ZP1?a~WYMERG
zx!MYa+8t4-HGurV<dz59U;xf;EwfteZq<azYK7LXqugwDfQVS5GbmMB_z(rp2O(}{
zRgI$zM7dRsO)X=`jvqgM()e+c#<q`ZsBd-xtXkgb7#wihp}MA`rrK3gQ&HOh`kU(d
zN@pd=FrcFgh-<dPHCk@8!5>m)v^q^Tr}-WIz9Zg$xYrH6fcL|34ZMHMVdvh?i;K5_
z18wj8jlD~@U0k~35;#08*nH;Gwa4adIJWx7-fi8#o%!?eA5XwN><x^YJ$nB52_WLr
zJ1?Kz2EVU2Zs@(?t`|4oynu%=GInRE{~nm^f{I|^<)f#APat68!NAkIFP_|b^5n*&
zC)Xc7{p0?VU;ch{?)N)~&;HSQ_~N(QyH;)bY31f4t2Q5Az4ge-Er(WY+P8GW?j`GY
zEZ@BQ%UuVz96x*V*W1Ug-u(BTlV9&RwyW#s6IbtCxcT(=M}xOszP|hB?VUGouRVHt
z@cgxP`%kRgv<uL8)rRfgY}xh0_Pv{S?d$w;|Dj_iul)MkjlciCar@?-`;ZFv?A6e~
z(9pmD7_mLR{{VuHAKrcP`2O?fU=<AJ56=e&U%*%0b`zl37<}>fv&X;OzSVu{(*6^t
zI`<vfy!%k+-lIDYb?rTR=HQ9G!(Hc&p1yFh@A9ehSKfc^hGVUw1a%Y?9iB1!&+pg$
zyylzJ3zz;laoX3e+L<C{LvE2JHboX3!NHPC3Bk&!L_<oBF*DzgQ>e))kZ0!$GQf;1
zfrcd#0+0kW28+Q2B9T7O6A17h<L5id%X5^k59k~`DFh$TIZy~=ut;wr1|J<xii^b1
zf&(ZxZ)^ZSZvX)ifDiPBOkdwoqr5)$@*jmE1W-aS!C~0+tXQKN?ivYcQD9Bx4K3gF
z?3nzb6sU}xnE1pn8VDJ1D1<LGdZ9`DvG<sfD1YBz5-u?&0xZSi!E`+goGWp$kzpl8
zjKaJeA{ONdxe^|u{JlnlCc+1_4I@4p_0hjZfBY}6Q6mDN{T$#6$~q`apkE*`w8v<0
zdw~A{fJtN`G-2c7V@gU{?Hw(%W>0TvZvgcD=KD2(zEfvRY;LP>AJ+_T50j=(m_6^4
zFTVVI&A0A;?<aFV9XEMmMP02zr-LMSHeXoC=H@Vp5>wM5{3s@x%3?BP(5{gR_&j#L
zn|l*M_Y28xBq9cd^a}{^#^aIkagmuB$-{9CeBj>UroIoyACBwx{bPa(^<DW9h<-$(
zUr-Ptl8TF=;iJN^u~b}2G&wDXk{m(ENeC4erE7S3ps`i5Gu`N0nycs2o$8W~D*cQ$
z=d2D_gG0v5q{fE^BvFys38d2eSW!_tH#>}-Oe~B+i8F#5m3g0(3+Go#7gb6ZIE8b}
zCD8S46{J_P6O4HgqSPQ5e-q?Jii#2?rJ4NFOt7oT&W%n@r)Ff*3JVhQvLm9y0wTy>
z>5=H-lwfgQw2G6Vk+a#X++Z@=*K0(8?-+!?HwNL>_xgB@2@9gAWRjMKx`|`k#<ewp
zw$fqM*vtx(L8MV}q#_1~m0rw9D$Gk_6{HJG3uFR_ZYvdWO4y9Tg6zD!40<6QOo>ay
z;E*Mgh$Rq=z=PmsE|1F>@I?}lL@E(W#S*zxrjjeb4^69rVFZqlSHLdLV&o=fq|)M|
zz-|UjCIk{Nfp|1*LBN0}<G~mWMZqIT*gzsCkcdK(P#6kCZsKrm?!{u=Ydk586bb`v
ziP1?JNg286Ir&+1MowNq&ik+3aI9ChsFpX#=9ZU!VrR{EvOcTgENtK}Y!rM}Tlz^2
zXI2e&R-JHGlVV1*c1ojRLW8BF!P#104F+9RwJnb7HbdoDrL#k1?<lc$6q?88na5_E
z#%7qtrkTd3n8&7@+vw(|d_!HXrYc9_%mJx`*vJ5&l^M7ylTd4s>a8+^Ri?K}wHA@u
z%u^WI65TuKH8N!uw!+3%*jaLWvBbg<=;)=&9F{bfDQ1+2nOqrHq!Gys5|vr5v#U+z
zT5F}wR;9C6YE0!SW0}h6&=||~=5i>V$*I=c<tmd*X;f-J^a5rPM!8Zim1`t2H54r5
zN*%y3=pBqkD`<E@AOU&@Q1z;HMztPxH~~R{MGfvyW{X<qCTBems;e6G3udr3aky&h
zo7=`tm^g9Tq)F4qji21yJl5r^0hNWr?s7URUCwGKSU^>jSC^MnS<Ma*R>1d~9RR&f
zgSAW#A`P=0w(wJo@YC(?F9GXX%HEa31rLYg8hHPh!^*u2J1;KjytH`Bg?Sr#=WXm=
zyzSzW9hVkvJ2!V@&&=-*&-vk}HG6t@p84b4t!Fo0yt)7CEqLcX?SJ<C#Y6A}8*;aH
zZ@(S5^>)CGzHgr2c>Vmw(DR$Gp5F#%vX@|nFz{et@bUAZ7f)UfxHBf6JOp!wlb5a?
z?fV&QfIAQMZrpcv<G%C%-rctnED_d&IoQ$9HyvHM_4ul7$5(AX_Qkft%eU-XzGd&q
z&I9WXoj!W?_K{0Bzu9$S<>tfd51iZ8_1nSTo87-Y{N>5ut=De>eZh6%%wKo+^<LX}
z=+t++4t=|QKWGxZ-n{ecjoZFnzh%R=T?dbzIDPK?rEAyzymj*tm;?_Fyc!yWEi`-|
zJiHGAU}yzHq8!K}o;`p1{Kc~u17Ixt{NcdkyDuKzetQ4+ySL8$a_vNK-~QuWdybsg
zf3*A1$+O3L&Yw7a;l%0lC(oSk>OBYb{%bcJYjarS<YLZ|X|sP``E~c4g*)3Ot};76
z6)Gnd^IGYwrkvustiq~{{H6lVCrZ;ymAST<Z_Oz(<reAaMQVB>Cn-IiKnX=)s030t
znF7YNL`c~s5YRYm03y&IgGPmiV51|TP_!`rAQB2v-BS``b21X>SuvR@!7(5+3kr%1
zA%+tDq2=p4dX(qKz5$-WVT9QD@WkYZl2Up@le41A6rTjLUIb)dN)#+twV}D))znt*
zbm>IA;_TFf2=KjynYA&a{5?jK&`5Zg6hljkj{>Xs#3*+xCp{zC1PM(deh87^Ir8HG
z&oM|JPn0icibq4dn&*grd5!#+pT|gyzc(J~PeA%X=rBCT7dp_8oZ;&Yg+vB|ZO=RI
zjb@b;L1SR*^oh-_^^>QKU%UR>A2xh9ZRVuLmfGg_hV}`qlcrCcv*6R!->mw6-FILA
z``cw-d_MJ)nYGPLI<r*>qunAYvy`7(z)VO<BL|Vf!zo3Dbok#9D1W(J7Ckp3Ej1w}
zB`zkG29Cv8Od!Nwz~pptax8plIIe*Y-1~t`hx-f+$94PuG0`}0G}a3RSr2FrB-#Uq
z_X!O_0s2P0qu+!GLOc~4NeN7%5lZPva(0fSC>=_{&ISOM6{kb{*D7aK8iWlFxn0FB
zOrs`K(J7JGj96lBaxfz`q$q__m`KQvM)T8yt0dXujqJ%r_Dl<Rez|y#joTs3u4czu
z@*@-(!JGtqQ9PcR7Q)JjWEUh96(nTkL?xw#K@?AXQgCKgL|SSnE!01p?3qYK<iru+
zncVz10hi8Tqy-0|5dmY+2p=p+3Et(@_<MUolCVjuoII{|?yRYEW=<T}THRP<t*bIr
zyHpirQoEU_R~0G6xl(YP;OA<j#YSbRSuFsgHjS9C6z~*0o?0X_s#O+)4$7q07&NMP
zNzF=wPHi&kEM^0w&BHK~qs&_7w87Mo$!ZYGMNAG1+2*EXrbNa?2EnKrr1Fq3C?XoR
z7z)lUW(Xm`783*=Wh{z}MpMv$yZ>-6hJr?uP-w`3Cu0b~_+V;KcvM(qTtsYQbbL|_
zL{+~3+6~A0i)Pi*I_aD;&MX^qwv!G0-o<W_gK$o5>8$FK8P%mT>Vz|!6w{lulj;o}
zwdU4ZM<X;YYwBRA&05*2bG6GHWBIlYrg?0>X>5*hY=#k_w<E>Wk!&89YHrUqHi5lE
zmZ~ySUY04gWQ&Y+vA$4h;3!Q3jYX`tNuYFAk;WoWnM>tHrbJgH))z@l#WE{P;b1At
zm<mS`G>QfKoKjU5OP0fw<d;a9d<9RU7s^cng-N8c$n<3@lS^Z%)L5(3<_Z;{FR-qu
zTxWJcX^c*V)+SbfM}$G9Hpw++naU_t!VLheNTw0XG!nU1rqnAnM(7FajW$q67y(Mn
zWjdoxrZ&j6;Qrt=msJ?;<$7zG#$;C;tST6ZGdmm=wPh8xdT1$Ifq$Eu+QzqaOlt3#
z)Y3M-rmn^2sDy)9tmSrlMOj&u(^*~SsB)IUy@<MUXN}cT4qtuO=5-%d2SjbMYfLuS
zYRz_d2s@3SScX<Gfbl<N|KHEO+b%8MdU4(c5H|EJ-hOGx&dZCoou9j@XXf`u=B_{b
z_5SmF&RxHJ@5SGPZy&sV3;NgRgD+rI?Uj3S?cST0f4_a{=H55`0KM0To?Rb&cH`yq
zTLUlt9_YU}Fz}#%@X6EH{SSuvZ}mU9eEZg+v*$Yxb#2&t@|$hPmajdqZ0+GMx1RoL
zTi=R}-AmS;fLglY#InsNR&<_RwWDk0j^oR=9$LD2|MJZTzTe+{=+dnN7jAsH<HWM{
z2fyCY^TWQ28xLIFbNYJk?PtHeczxsLo4;NRU48K4%=LRmF8%gn_l0dodp7Jn`fcal
zH5<0ATD$41b(`0B?%Z?er_<*z{(2p<lpz&vpdY%rpf`q4x5tkm5c%Pg$B&*qefZ?b
z-G>iv-@OaX;lFO*{Qd7gf4lR??|1(KH;cY&SG&%gJAA79;EApyU8j%t^quOx*wc5Z
zyZ8L5vwdA>&UT$SJsj@|?;q0=9@Cav_<cp)&h|-bE9#eNEi+2RWAoX~*@ey7MeX^V
zaYg(IY|%`KW|^&OA;|qpBxSiw8=Yy+E7s=~iPLlFwCF@qa5RBTBa&&9;IN<|3W-D_
z5@8cU3y;c3i_4?O=H^6Xqz5O)ha|*DfzLTTH><cXEk75M>q8>Lsj(5k)L;ZAz{3Xu
zBR=*I^p1=Q$;gbS=cNE7PJ~I0){2bmSZWlZkeP0@%EnEqpEG~*XA7plkcZu*;xoaf
zC^jmDOu-;S@R+1XYEE(jBQvEaC#@(aqaZUiCncVppKaHvR3d&Tk>EXY1awu12tP9D
z8IZn6?=k+PNBEBV2=v7mUoU*1FFw!*<LBw#IeH{?Tml3A{QZ1@;t6=r5C+A>M6gQ=
zTUzU<&zRKIQafo%2XODYjc)F3XsKyzt8ayt@8ph|b7m}Exn$MXt5$xwdf~FAlV?r`
z10uD-B#<ij5;^D`vh#~#5)$!X{}W7PFmgm9u294+;S^_Qr=_ICr=-Tm#YcvQl0cb^
zLiv-(*yQ9mI{ky6!}}NShxLau@Sii_j~W9NfE?|Q808l@5`h{+BKgDp`S4IQEff<O
zhM`gd$!Je1DKIZ3l9QJVLSJ5fvb-b*il3j%$%%&&fb$raE@5TTlR{G?2^n#e^f*d#
zBt9(~pO;K2NG9h-V~Z0>n!-3+NwTFVu9}xV%f_GW;5Umh?FCWltWbUup&%NS9f{10
z#bqW^veLuTGidRtp;3txYAi7_o}82hALm18R0K7|FP?@>kHOIs$&7R=BQG&6JvulT
z#%FzD5|@NW0Q#Z=y^;Q2;F069>F3Uzw0hax)yrUv0DPqy=Fe_fGOu;Xyq3kEHO`+^
zGkc12a=Uq4qrRg--(IV4snXRtRApL`S<W*`-N~~C8O+m(G-82T#D{`+LX{ZuaQSMf
zKqD9FR8qZ0rq_TSnq03_DC9!$rOBbEr=-Ql#6fgAg#d6%L?Q_Y6cGtPiw(lyg0Z*|
z927PfiwOc*FA7aYVJR4B^8)muNJs=OAOHjD(S8AFe*`uVk}NSWtpFHI#u6#m;l6NJ
zwy2lYL%)|h+rb8%!-87=(q`$B7RlUt{wFo1z`fIJ1v47tQyVnnYjtha#-=J;ZI!E{
zvc^%-Xew_}m9>d%Z5(r3p{YIB(4Ju!n`#)FZ0txfjY~9-Pd2uv>l!jtRcZ3_RIx2p
zU`pfbvjqA)Q0>Z%r7E*PYZYm&LXCy5HkT?u)nF(P>GDMoYHTW$T8re4B1Kt|%uyh=
z()s#qjw+KS%VtR#rE-=~Es&c;N()bJ<SR@PtzB*`R{`-_DwQU%tt(d;ok~-=##{lV
zG&p5in^0jC$PHo@sEAEsrBS2+Y}P`F<XVYBCsP>|8k0(A(HN{+qfKkH>x^KfXA!IP
zVvRu!%~*#^YjbKW0N8e=(W)?5VeNLqbJc1=M`0~@)i&2OwFCW@SJgxJ*JN`+Z&|J~
z084|=!VcW)s&iG;S64UH*SFW#w^da(mN{!o_6nWF2}jVF9BTN9MjI3?;34dUFTs)Z
zwsM2b^-m4=^)T%H-ffo`Z@n~s<GJ~p&Mnz~W!bK)(DGfd_3WqXjxXBMwf3j0hpzm6
z?J;O}-#&Wt_Su`){jUdJ4m}$J6R=lcfqMtI_szhKH~rU#UR;0m{Knw(n=fD79)LKt
z0npGs0&y=m{NCt)eEH6;W0x;)JaBZ)<~`tqu;lx_bHCg(|C>XfZ#uiG^Wq8^soQX7
z(faNM>rT#Je|+J_<I6iwF5h;1(WZk7H|}4u>A*L8yZ4^Iv8VU?>TM?%tvv{qxvM)*
zuikoQ-GM7de!katci{5Fp<kcA{`1AqAJ1R@{OH-aTlY_1{cB&(r7Z_f{(Hy%uQu&i
z{lk`3->+Z4ZP&@(^Ve?Ny!G(WgJ&-uy%>Ok#RD)J2AYT8xPRczqbI*!zj^M;&nM6J
z9qZ{n(FYlD-Dj`%ow;(Z>-^cHrvZ9T95{aBr>>q8r+a()E}TAhv8VUksWWF!o$fhx
z`qXe=59*Kzb5ufYW?pk%QGHf^U1nZGPC;E3qar!GA~~l%tEiPxI-V_>#FtMIsmJpb
z^+kMFeu*=mZJ`%yvhw9wbXg9AnFy^BJS6}@Bax|OxcddOytvq?$n4x4mRQWwXiJr<
zVzDHrgaazKXn21Ijcj%f7>$u(0GmP%rG*EF27~JYxQ#(3ML>X0Y%Db|Kb_5{8;!E*
z)7wFES5TA&Enj9yw!tiI?WmqMt9{Chwzjq^yHP3UvP$x@^8l<sQ@<geDJixvGeyc_
z>Ldb#RA7{g%u1;iLLdurOBp#zKBpu<myAaFjUGip_*044m=IDFWDvp32aLsmxOc=y
zfgqFc8jbb!!1#<oc#I769E}WsaARLc&j80?u>Qqj5D^ifTrP9c<c_)XK51;K?ik<v
z-P$#4*MBp8*2Kov+NQSpruN3>u}xzqwNITrb;g_-lV?r?kwbGwJKPB3OJvaL1@2|@
zgsEA%VG&U<w?+vj=H+LD(=SiJVX_J`GE<Tu)HF3AJ|Q|R9Mat|D0BdUgoTHYe=!`_
z!~e#9?{J)l56Ar9dj@=vqkRE=(H>B~h*AE?(HNXJXdcKUuuBXK1L-f=5(JDUqrH=(
zgYr_N7-`Y0oCFawOU%sT<R&pQW1%?oBq=+GUzna19}1n}wAdi1#7JUt6frA-l9NEn
zh{EQ^;JIm`!t}7xID$HxHeSb?YT;Iurf9Rng~_Di7)%Z=FeThSo*Eb%iGe7dn8YAj
z0wpw#6ckMejU`1VhsGoZQzJ0ca6}9Zl^BUli@~QSP|{MV@rj|KVK7yO3=6?QoG}0}
zI?xk?@JfjT?$yqnIqs_!bH4fF)5UYfF8HMB^M&oJmv*dK*1l$0+nS{<Uo5C!FtdEl
zWc#O+9G^}sn?1ofrP<QxkXPshP7TkY<XPncqlB*&a5Vf9ov>6V;%bDYYC(yT&sGXb
z)MBni%2P|YDhVVWa|NY^x!FmH3ACuFV928YqcSW32IKrtcs~pgEX@OP6eKRlU04bf
z0!<1;5(ALLK)_vho0o({5fN_gMf>?d))2xQw*Dwzco>NBM`HX@*nr`_(!OX0?v>AT
z@#Z)=b1S(E>%hzbxL5iQ_fD_kOsV2csgX>qQM6a7n=AD7mDcJCxPe%0an|b`;9%Cm
zGq*5}E%}DlEPY#=zCB4lHqp?LU>p~38lPxrPf^#U$}5s3Wl2J765p7@(`N|uxgvd$
z%vho{^PtVEvGO$*uF71ZFc(XW`9fW;5Wv`!FSQlO%L?VrLRlF@VxtQT*`=DS5@l|Q
zqL8oRNc3WrRid%;6=uHDEY><?z`CXig~=r|IHmeBC|CdkL&*(J0AuJ3^JNC0UpD|N
z3<9~HF9*Xkolve5EA&#8QKm5|v=)WVT_6uuYAvt_hVO)0qugv)S<94Wha5V<2CGzW
zk?24`V>gypo62j{<}$6dyu7xhs&Q<2O_RN%-dbK`u)5@GlT>Md<LJO9%~9njuXUE!
zfuC7zZ5xcixm*o4M>Sxr#$2Wb=ruW1Ztnd*1$*F2P+E&qXDx@)+x{Qu_x^`_7i>BY
z+`AOGcju*roqcm5scl=&4@ZAKaOL*p`_FFl58mz{c<{3S`B4Aho99DAVEJ|b&EVf}
zUfu-meGS~(f8$mEO)x(g9Ju@P<^6Y_4UeC^e0;P2(WQI0j$XaI?ReMM+xIPBw|nW@
zeM{CJTDtD|@=a$}ZM(dB$F-H)uP)zuY0<{s`RjY;uJ4+^@#NCZQ_HrUT)6qj;w?v3
z?mD^t=*2@<@9e*D>&soI7yoc%*@lzQB3{0s`>UPjw)gyT@ao;8zdk&3>-n!wU)>yh
zbL-XHzh1n$a`$P^FSquezO?P|sr5e|0j=*B-);DQ%Z?L$7p~p>`{u(Zcb^U1fAJFP
z-m`&w&q0ek2<zLApZ#+4&gn}(AM854{lJmVefxI*wD(}w!DDBSpXfVv>`d3;Qz!Nx
zKYHN!F_@J*dHQTm@A=bx=X-j4yU(2NKGWTOx@)-KA8aWZmZUUee6l_^Q6H0FPDpWO
z(kn9aY)Kim#Ei;JMkAx7gCic#leKZg&1_KvTUg5yR5JOFf)Z^GLrpI*u}eicd9egi
z2ojY<r6op01mp3cWKw!kB9qA!fi;TNp|+K&%yx;+$P`GDGIOI6QW8=!qT&+qBzS)(
z1c!t|1~CeW@PU}%(W6kvKp075G4lihrpct}=%}l!cN7$+C#Oa*+1Way7`S)F>~XW^
zOqevOsoG&Q$%Kkhrl^=9D$ZB&SWca?%B*ujLb^r{YqMM=W-<hYbS0Nnnx7L%AyH6>
z*bs7hG&Lt7IwOV_MaGj6{z%U;{-Z`9LF(W&8t3DI^%;X4GZN_ql4O4r!ryZ=1jKy=
zb92Z*Uut*|OrOo1HF?RBc}-2#ZDZ@d`EDhk@1&_?tLx!2v8%eFvaY$dvAv;Xd`rvt
z*2Z@Dyxicbt%e(lEH0nHECHPZiz`gd$bmR!EZiy#CFe16+}z7A0qzC3O-W5i%SZ<F
zjf$p*gpvtFa1|mZCdFoEf5@#E?tc&;j{m>%40xkG{IFgKl0TB<AAs}rM|%dKJP{}l
zB+3Je^$w;Wf`|d=fYCUFM`Q>#B_<?0iN?r?W9OxoGSb=f6fPrOUdqr*N~~(30>C#e
zG%^?+M<pc31ZO7FGLxvOv6Q4JTp|sf8iAq567!>QnG`=xETLAC*Qzcy7sQE@$;@aB
zofeoL9*_{~9}(;u9vVoE#D&L_LSjjjSRyeBPmUpmB>)Bog+&v>BQOy(bTkbeOGC#+
zVPj)SQL$uN1fE92M@Lg=R008<5)d9Zq-Sz$h(#-$(owx+?)c9aOqf5j?$asdbEY^x
zootyoUN>{R`qN3;PsXdKG)ty5%RZf8SUkhIa&G<7nblJob<JhsIy1k<AgD3ODl{^?
zOkk7pol22YCAP@~CUL2b&(!dWb;1&zs6;JfDFwv}0h3dd1wS+_2xfa>b`887yf7F~
z4Au*a_ra5V@nk<7*&j>tLleAFcrPT*D-i4DhxYQrcn3f@JU#%R7fnQ<pgD{W1o}mQ
z<P95u#08@9NGt(`gFy`vdblsL6^%;JIRN*5R_^BB`L%+@P2z=35Yxt+SyeLG#TxG{
z=_u#7m5ZC4vifpOt;+&hRY-&|I%<`+dXc%Y#L!frYtGR%XXsi}bnS`yv2ps2Si`tj
z<M?>MU{!6h%#|oEOAuNU`KA=UAwyuu6&ng=CbrVdRRi?exEgDz+FGKt7E8@^p*|ZV
z4I&d=Vq?gi1&Z<lc{xMo$P=0A0L(m1K3@YS4?Kk#v<(V_Q>3vAHFk;KDKolcCYRJu
zF48)L8k<0EgD?F<zwk^q_bSbNnGw*J=Pv#KUpl@F&{r=~f>hWfQNJr#D2)<@L98?g
z)JCDsEH+pr2Af!C5oygZj>lIUO2Ll;rsV7u`m!n|psB6GS=Un2I=-%LVr}b$>ZXpe
z>L$IlLTv!`g419D1#gwvR%NnOKw0e7CeR`4>`JXw1@03@&?mdO_kZer`u*ptK)?T>
z?{Hra!{6_{vZV7eK<|Rh=NCiocgN*L+b=F~`#GFi(%JLf;mbRF|LpqX-i6x_FWtKP
z`@MURO#JfA^T8qTD7*LS<?W$?8$i778n`v|^6#OS_g)P?7<>hWXO9OU?CizEpYPu~
z_RE!xM}PWq=blxa`&Ml|yn0*LcY7{uIeug7$-DnPaP#Xu*T3F-W7Y0ImTZMz<J`i{
zy^Fy@Z97!Y;?CnMclT`U`sKitJ7;b`Kk@s+wFjX&d}_s}p3gU*UAd)i&GvKO?mM^k
z$ocihF7NLB^Yo3UzdU^n=zAN?B3`_@de4o%hx@MW?K-#hz;Qs|4Z99>U4Tfq`?nsy
zxYs}Q;N|NF14DP858i&#fAi7v-|sxU_{U9n!k*(joA(|8OW_}O?CLzQYtOMghkK43
zJ#+l0o)d>p9p8WaCpY(=I(72&neMZFJ-vNBXV3JU?Kuq{-`-*G_fFDi$H|qATtRg)
z+r=m>&o8JfC@#+{G^b^oQ?tsm8Fhu6HlDOYq#P?yv<sDEC7M==x<MeX;0Vn{Z18q4
zmT)C`j5I1WDJ+bcoyE+}Nsf(5h>plfPc14eEa8iVa8CrnVVpJafl;Nm=P=lDNty9U
z>5)<K1R~5o5Gmwf3Ymffcin&he;;o$9+#VyCg8E8FrKUtTdf+UN|2EimzYdt6sBwR
z!f_KD7A>2-=9{I<mwz^~rMB7xpJ0VL0Y@(^wJAh3W?hw0V-WF_oMJ^uv6NXLVC2YH
z44Xo16!VJGlXK#u*;%Q4XtCyJGc!`sBElkx7)qco!PkrI?@bBtfi1zu13790%3}->
zjl_fA&U3T}Ov8DN#-RMcf1Sr=&iQoO=btZZZmDT&um9@XFQ8i5>&!N-`!<o&2<Y3;
zT36FtQ_}=`sD{e=8l&ARQ7MZ!rNF%<e6VWdrDf+u#>SI_$<&BYMj>4wEaig_C#N_!
zFAMk<w%NJx%O%FfN5K=KVrb9@rsro5$NR&Fe(!Lc)epz~Z=L~Pup1=$p@Wf_5E!ru
z2*mmN1BoF${19W17%ym|QpgAt!UG-X5kf-1R6%N7cy>y3UPe44Ga)Z6t~e(}!YR<p
zcs89>Az-D%K=>{)A`}-N6_k+_m6;Ni6dM#DMM#Jufb1b1ln-I31iV*XILgFKb%L-q
zlga|c0yQu_)Gs;AKQ_cajN%g%>>o_S1V<AoF(hIP2^)!rBE^t`VnG&042i&nQqf^y
z2*Bg;P((Nt1tbiggQKE}aq&S>QII_8Pk`SX=aU>8q>>aiRqJL<te7{W=Ci5gbElRq
znpL)NrghFF&D_cArL#@TW}D_uQ7@dPTRqS9!;0q4uP1)Lv}H!Ks@}|WD(H4eo=eUt
zmvYVAB4cTxUBrema*Nf>JV}1Kke(uDWQYnf`1z^eZ_LR{$xn}tqvAq|e(=*tST6$B
zgMjlS5q-!MKT5Da6p7-8C;4Cq9%$TX6n1nVW(+jjeNdkM7@t6#ABqr&AtBubq6j<!
zg$qQwxfeRd2rL1KBclEb+`FV!x~N(NItS?Y&H+n@D(<{G{@gnL?3&W)73_&+%yv7o
z#a7a2=QlW{bxuu<%L385wz4X{twv_9<r(UWwGDZirc6y!s-`7L+a9kQ8>{b#F^r2b
zjE@BjR@Np-fqR{aB72h1oGLJ83XQp9W1-B<R$2gexf)xk#>P?GN|g2@nKf5r$b#0c
z$eb&MbmQ^@WksQ~66hD&zxg6lz7T{EdY074S6QKpt1!C6x-yZjOzMW-3aPO|tS=X6
z>^zl~r?m3bK&lQ2K(D?`?B-q&MVPoSQYVGdm%b}l@T7pgdXPZ4TfxeA-C(&v0DGj+
z4b}@ZW`WKk(3<%g6HjgAsSG@ou~eaFO4J;MUSTQMI4Tupr`lFwuW7Dq8du#ip{516
zcf7Nv)nKpIm|c2Hh0$7NvQ@)YXL9LGFdSC_TZP6dQ-PO-Rr!v4|LN;$;eZw=G>`#z
zl?J=QV1q5p=>5}D)>;1_==TEmURk*L0&wrbtrua^4Z@4(Z|R-4seAF(?lpV+HXOV1
zWAAT=FZ_1o{FUBcf4%eU;lP{cFWr`AFu8UMQXO8sgWlJJf4_cp@Aaz(L$4mad<9{~
zkP-a&&XfBWZeQPj@%-0&_AcGD{qwE+S8YGOX4jdu2Y=ah_R-EW&%WJ%d)3bCYxdk)
z`Q!D)TYp}#87$N;F5P}%>5g+tx1U+u+4bdtb3b1CyZcuE#YaQk*Pm?o>E|!Do?Wr&
z?B|<$S8chla%<o6ttXak{b_mUv2PFb?m2&>=lYYY4`2NCV({k6*MB@6Jb&Y1*VP+G
z`mXIhes<mNL!0*<1*@?u*Y93`_~P!1p@)NSpkQ(1alhMN;<uZ}dN1!j+P&e&!{2Y)
z`|Z{}Yj^D4vVZ69qdy+%KK#>}V?Uifair(Op{`?xyH0=vqU#KBZ*TY6v)yNUdd|3^
z_e|fgbMMTG@+l5`n^s#R65Cl!Lw=qnJ4czGDNjyQr)HXS^PPpPY7W1iFKHCYTBNG6
zDnp0H*s9VuDAbh_nOz_<a(Rm4Vor7zkCA6o$n**+tAL)HnVOfAk(WoO7qFRJxm;_v
zLY#bEhuvAv;mWgfm|0l`X{kB!vB_X%4w1c~L7`+k7&Bmy{{A6ka#22ADH9uXN)VgL
zWqb~&ASX9DJu@yhFGVP3R@K?2&g=m6oj-5-I0%f<t4t!Uo?l{<39AgM)^b||*mw&|
zMIdj;PGe;xv(l49j2xR><be2eR)M%MSIsHba9K)rksvQCKOs7m8Wcyt$C9uKL4^1q
zLJScbjtU@ndEk6JVQzy$z@q$p{JlK_LH~g8g}9;Of}Ckn$1Pg)X>FYoVlBT|wRpwK
zMOC$Ba<x#b;K6OB+NP?u39Zc?&8_2G$4{Nm($NM+<5HEXR0z2|yh3&<m^mb+X9M>J
zhlNDO&<cw4`68}B%q!)WFpBbE<QcY5IpFP(m6`~0-}EHdS;Q<D4wm@9y~A-<KOFPF
zc?JR~2n0ZH7zP`LMF*phWCVf$^y}x3@kZkPC?Q~8i$S8ikq9p`0f3eW8lu$rh_r;r
z<XCtE3Qmj)qh}<R7Sk0X4xi0PhzbiKp{XJGC@Li(COj#gmY5Khlo*zp6rP?Cnifq;
z3CARm{W8N)f()88CyE_UqEnISA%020zVV^{QK9}JL4M?rKne{@jv^9cD7a|AXgq?7
zMNx5B8jci+r_gZZP$W4hfJF8qk$g!MA4-UC7!?r-z27);Of)ep1QAN{r-dNW5-5U_
zG^?K7R3)F%W|%$6x?*nC#;-cIubr^ztESHHT953Qer)&5y&K2x-7x;>wwYbK=XU?N
zu=C4~3DsOZH=378;-rw}x$(-}WPWlqFA4006C~LQyp-so*wCynTv`Y^GaR2uC8UO7
zl0(tSVVETN>%!5oVaTZ9Kw3}$HQ0{|9qe#q1Pv7tfud3op`ihkAYUTc6A!^e#4%{R
zM*zkXK4=7DeUNy6X!c@38bL<A<K93d#xD@%6M*y%KzYLg9-^@R!+mYcbMfbv^I)zG
z^u4nj%$ZK+Coc9Ul_fJPOQyQm;~hn<)}lr;v);;WER#35^tF{XR|Qzk!US2h*jQ7d
ztu0X3=cpReRZYq2mPAc^oUS8AKQ7uZKH4xLM%SL8tV@zsCP`e$;<8kcJzZqU7Mtl3
zbD`YAQd&7GTdCT{(bzd^dx^?XEVt*1O<6)?w%D30E6WGyRaX~jY6{g=1#%}tYGa5@
zg<>O1W&*600PY&fh1xQq&M7fg$V`<|Q>ED85@;Mem5r;i@xVl1S0>gwfsLUj%vV~t
zZtgXe%8aEjSSQtUBs!>4iH<APy=(s(_;Q20AuQE%VW(INI|W(`UuP{<8A}v;D2~#=
zRU3hL3q@cst(BU}RJKZ)*{QTvm?|1<Rn6v#2D7Wd;%YRN)v3)cl@as_l}3Aw$x#bs
zuvQsuZi$Gctj+*ac*b(2!J%|xty61t>A{E1QKhq2!dhi6Qy3j`gB|LBo}jZ;4EOag
z%>CX=OSWBIy6x(sEtdd&=WjkgZ}Yjin|tSOIx~0UsfC-nmT&J~^J6!Rm90B?a>M>3
z2YXImfAIH<H_!WDLHY!UcyGV#zxit5=Ig=RZ-(x@f#_iH<sAa(efXsR!NX_wZ$7+p
z;qRLVE?@d;FUWLvtmr)S`8F6^>t4O<(z>H}{(bn~;!VHI{o(48t$!}r_UF7!SLbcI
zv}oHE5Ew7n4$bGY3%8#7>d=M5zdbnjaOmQr*C+pYy8iIB&$sk0TYqNRIzZp^%Qv1`
z@WbIb-|w08{qDt^4t;;1cgN{pe!6<A@7AN=o(=vE+<WuUsh@8iId|>HlYN^H9N&8I
z#DSg*Jy-v{cKgw-r!OB4zJ5IP7W~=%dendMue-<3U)yoy)DJrke7$)$)Y=^fH|{;S
z?a+@u9^Z5L^pRt|Cyw`Z9q$FT!>QwEdb)bgcK7uG_nta)rmN@FsncD+y=TvL5BK%Z
z;<Pl{OjUY~S;QC7vkKy)(?f&PgM$mBqj@PQ@|;`^gQ3kYFcvW#rMxPMtVyG5Gn&U*
zZ5<9rhqJ66{87XLt&r!?D(hYL3GGd-jkP+BjKe9+XJlt&WhSSAUpa>_(i_ax)ioVe
zRqYzJLnPFS1S+vWDHW<pS%Qp|tY}(HI3*k=9#DRWFme#5h-o#zdl94?S|vhm2@8zh
zi&$*vfr2AYaw)%1r4!km`tmZpO)b&!Sfc!FNntMB!fUh{rZ!ejsC7A%V%Srd9Ge{#
zmKhle3njb2Ean=89Fve^dACrP6p9$xth5A1Vl-4ya%@Rv5<4S_kr16m4T``7hCp|h
zj1LbYK@1TAgFyLv1%kzppGR_HRDE6f<jHLotGcY*IDg@+xeI1m9lBBhxKkFwJVEo=
z2AFI6biwQe%NBgT<_pNJsBdlrw@r<~1mfPTyn?u-REVGpkBANq4~>qGW)w4cVxCYc
z<bgj$NpS(Qps1wCy<ipO0sZFZ&<p6roZ=E*$#7f`AGmio&gzF_{x{D6A{2xCr$W%k
zU=%6{jR}GHFmT*LV8}>HD1j7&MWB2F5#Hd59TrT4P?(sA(733un1~Qs2q~Htl9igk
zD##J@SnNVNm><Hw_aGAFBvRsIBhu62bLpx11!?*DDLEN2$<gHa5L6u5KRGy%9*HlA
zA?8J3vcnOnq5g>>e$ectg#<veml%Q|QnAD+B0h$Kj-~`q@xEagzYsJc41<rrlOyoN
zP!xd@h$s2uh~8Mj7y@}rP^fP>4G|TMi;BWg!w}Taz$hv*DHc!94CgWvw9>39D|14V
zZ1F7HhA&%o{xGid+oru6$DKd6@M`zcp8cP6{W#;y{yFCkEx2%a$?osQO{`++IaEOw
zo|i^c<;JSA6Zi>KUP8DmGgg)r$4{aaMUgXt5Gf@8j9^qoC^|J5kqi}rObJ7!&@jm~
zbbL5627U)1`LKX!Dk6%8jHDr`;Q=ARz7(<-kvIlV91VrVj|s$pvKqM8{V4-O`VaSF
zq2-GYL}7t@y#tV5P_X##aPMq;$!t3t3j7?VSqrCH3#Qo%r#p*hRIsO2u*a7bx7mst
zEv!ZxzqLZ$Qf;ZLE`!uxOIelLQYF+^vDDRh%GyjteX6oCN!60@9`{BWCPYK~S5cQJ
zt$4@1&Q!4@U2Mw|TY!5DWR_w;UxkIOw6axDHn!4H<mO&;mdKPXvE|B~`OxXrR2OM$
zi!{~H@?}5=SY&1h4Mk!DTL!IHt3Yk%s_Z;<nMm)F8r|Fr01Oz+2lUlA_*&RsE(Ya;
z&IwImuEJ6(Gr7@M?nYnW-V%up>L2ul_Am5)|0y70D2`ZLD%10|R-Vqvh6b-x!;<TO
zdwE)DQv-ghV2{L9rnJG&b;`}<T1Sn}QKK}w6fjQ*G6qW}$S|O^)+&R&24o?y)mgw{
zxXKLN>#R50YP2wOXLR$e+ENa<YjoB?8Oo|*4SW8FdtsphFt$~|{^5SF_^)v9&x^NS
zUby9=8+teOeYUB0?&h-#wwzwHwR>r2*NSamDRyWT7$a=ivE!$oe!qM3AMWjc362f7
zq2)XD^7iXjciy~y@aE0q*RLNBz5=U+2M?azz4P$)ueYzC`t6tPXU?wNwP)eR9ZR<!
zTHbkL>DHbV+b^!!^Vb)<u7CE!)!E-)S+M!fMO*)xyYbrGjaL?SURk`|?J2Ra^X&XB
zz`Ylb{`vU)qu0H6hmQRG_=iKke7>b`>H4!ve>l5h!}(<!fP0Ss_s;%y*SxiRR&@UK
z?Y^EZCoUbneB<){7r#7y+56Z1V;BF}+kJ7{Pdyv=9fJb7?}6?MXMefz>)j`J0pEw-
zJ{Wv^^Xbb=Hy#|j@axutU62;HYW<GY8zA)U;D$X1H}BuM<H*kaT?dYwIeOHMzNb#~
z_H^}~?Kyw0=iIqdXU}%^^qe?#@?`gk9<X!h8+LtfU4^aEVYKKJGCsR7D<uWoX2|#`
z5<ZO<mLDI>OiAXXr*SjVrTKXlKCe=#Y&06iI_#6GE2q@gPHuo9PrE@X)XRi*F8id8
z<~g5Coicf>&90ZoczjU_SI8HLz&^}jwnAIBy}oW@RYki_<CKaF5}{5l2U&cTQEi1r
zW_)B~WGFOO!ox@*DRD^(k+jNL-qzSqQD$cr<kPd$r4pW0%FCsvrKUrCTWT?zE|jq4
zQjUUCD9X=brh>s{D$s0;-8i$QZW<(r>s1;~QAtJ;J%*Y|3(koSXQw9#@-hK*B?Y-M
z@C_@-5#*+GGLnjtW1!%f0(ypmnXhE#3-dCIQ{vLX$q6CElxSK?Ty#PdjRr2jNO1HW
z4d|N~N2{)~jT_%+G|BB{y7`M{En50%bzK<@3TTY-@@o6cIn%!Qa>chleEshY|Nd^>
z_e;N6K6b)57i2A!l}i-r^lW-WOni7mY$!D{m>L$H5R+GwUn+!rQ6W#vXO^-c4Y`nA
z^iMIEfWG;#h5hUg+&kRwj~|Zzzw-<r!*PKjV1*FqP4tH?G8jXOqy$9=6RAXED1j12
zB2cjY2yg#DpfyZL5Fv;RvtxL`S|Hw-NND87G7IS<K3gv46*F?l1gswnv7!UR!zdYP
zNo;nZTrE=R#6mHvfB}7CB8})9MevEid&lCvlSqEq;pkj2J)@zM!;#UD&>rMZ3JSo7
zAn;TyE)oW4Daa_YZ#dp71mhKi^bbMdBZ=fFm;uI;LQupY1fJ}RA&kZnMiK#iLwrKR
z1H!`*VIcwGA^s6z{*ht+5h4C@w7~3Stbj>%8FME#^5;!eF8@@w;#18JUpP<gn||)-
zoFm)D?Ooq|U_<-StrL58f3o}AwojUPb=tHVRcehQvrbl6#V@oJW|#}oT|7nwzrf1O
zQs*Y}lEO<8LiuSCf{Z9$dL%a^lA9IHN~7k)5>sd>Ffon}_N7t0sT412kat*+S1`qs
zOdLbNjlx0<5oQDw4mSdW9T|Wc?T3P{uNMO6`%k|YM*;T+G?w@u^hIKP0f5oC02~pC
zC!vP>Dw}R9nqe-UWo6E^7ELkdPcr3AvgA#56hgmuMpfyg@{*3Sk`_CswOlg3!8ER^
zyb(MJswyqcYL%s0psOlYRplyb(&cq2ipE4$Yl3!coNio<eteW+e57GQl(s!qRueBS
zPY{95p)6TsPZe1+M3x+}IZt9LkQxi6Mi_7_mYIQpi{;h=Dd-%4d(GKmJ8*BFvXY^$
zE_~PTWys6(#I{_%A&0A>b5;3#Rgusw^ks^TY#B%zoMJub9RAbt1>6<t%S8qkkT8fJ
zM0zJ*ZRf~LC7^InfJ-nme$D?E^nHiB|3L5i+{@KkilrI=UEtnQ=zAF*0=<nX)3W6{
zDRg@6Ztj&D%j6c&S~!Jj3zW=I2J|a`r$7b(*4e6c)+%t8Q0U8)dYDsl(=R+!8J%*2
z1F%+Obph_0U3E~V@>*EK9;K;Frnf=;5BEYhc(|{J{|@&q>AbpV>*aY{&d=T4H*d>1
zu<%{F^ZfE%eJghMtk`yZ8JLM}-1+&2t(}Js{eI_W|C<;6Lm=OU;kCa90eT1TK(qJl
zn@4ZnJbC@*2}Bt`etr+2_xhc``hLB#<5bs|d-pHiv~AwHZHqP?SPDiB+k2O9zr3{b
z+M+GL&fD<o{EdGs*>-!$_FMBe|2}uq&+|54p6`}hoCi;dxtqFHAGmP%_eW>%4ITfp
z|HpIxUwiKz9Mzew`_>tgQI4&gb3_RV<*ZifB&pRo=WZn=G8kiza{`3OV6d^VL0JMs
zMp^2tM6$<Y&x~i!c*369`<%1)oICs8XZ6BtpV{}1TenKCI#o<Pwdz~n`g%#MSr$JY
zJ>UEO;j?>Ro*7y^(Puw?)qe8o;;BCSsUhQuq3Q0v@$TOHJ$?624UJzMn;n^dWc%)~
z55NB(b5DPJ%k;4K?(C=6?xCXZrI9<RY}R*c@}7Cc{)^v!`_KRLkN^IE1AYJS?|=XH
zpa0GN&F^o`FMU2Xajy5q=`Thv4BWajJof2m-_^0+kq6gq&D_0joIuoJ#%`Klw3$~H
z&CB3k>#WH*H8(vyKV?K=GuzB+zYm=|3|hU6%|_vx!n|#18C&906C#si!c$|gqd7b^
zA~Z85vM@E7UX-tDYUq?ncBvFEx9Z>8z4NU-yI$^SZBt12sD#6+*Q+FZceTIq`pf$d
z><~(tn|MrAu-^0XzQae(oILqOclRf6y?J8Sj@K2^4q7e0w1`%mk6pt}I%S7SqA$rU
zPl`^Bk4Q+3OD)PNVAU~n3iZy8&fQ&IVm=RbA!4H<Sj;+sfL(zm_W4;wrQ0g2i<ylz
zjm&C#Sw1y84ZoPI%Gx5Xr*=yDueIx6>(F<}@Q+dkAN$<^v0D;zV<R#nf>VP1;wV0G
z6z`NEN_uEOW_VCmWboFgki7WF^7Ld{el{FnK}`jxvV?)?Z+cQmdUAD9el;3i<YuQQ
z#RX$uhKExi#XUbKZP(70*I(bKR0&#I6=%<PU%v9uhezLf{q2KqfAI6}Q-?2oadG&@
z;Qgt)H}8#obm_vohu=SN=wN$Smr|=|vAHPS9+$KwDlREJIu6_$n-rH@lvhzxSwpV{
z{gzgh0d(__6>$icAdCykia@`s@jkrpdspMBzPRU4`2>REL;PX_JV2EJZje`~cW`WQ
zSbS)3RA4~3UqC3u2UWS<H-UTo1H6NSDJY1Imb~F%0WmOs<03NB6H7~SYpA8Q)up*P
z8U7S+w5&nPn9xvv)Xgp~&8uft(Hp2$HHEpkDJTmZ=I<N{Q8tHpt&jBClpNxLctCQv
zS6rw^WRP1(pqsy==z(vTk57c3cT|7}R)_j*4)omY@8%ll?i23oj~16<-u`G2jFm_x
zQ#N?|uJr;>`fmsbc1DIaG!$V8*YFVMu%OLBlnr448<L`(3$y&#bxB%L?k+>w!7l1+
zJF9!%<cxgUb?fS$&rhj8J|el?qZ&Nle(&nbL+3i*-AUW4EIg<!e@#n$T~Tw0U%8W!
z-$~Ei!!Fs|T)Ly7u(d8*QIRSwOIB2+DX1AzYPtl++O3?j)Qa?woLH|k6s8DsP7HHS
z2y==Hbpri{`mYP55bZbpeAZEX*7^FZrTDDz_FCiWvBueBovYUdcc0DP{@C^AK?(Bm
zg91G%{vJMlZloyKC>P`v5WMR9+FlhF|6E-9rmW%(dHEqp$pKN(K4HN=aq&TA<w14L
zK6Tx06|Gar*sfvkXq9%hYYZ)VrLIM&YHO6W)d}0md2I!pj_l^nOwP`9?w&3D{V9S2
ziO4w!_Q&$~$8mNgvRaer+GLt0g{DfSDbnb22l~o#;rcp^-vTBW7|93XG>?IKSuPXM
zt0`#G7jjy_y+zH2!X{llQ<+;Y&8ZRORPzY*t>YHc1f@)Id4sH~3GS|zCeSlP28b@y
z(;UKpm=Wshc^cTl6%CSdrl^u7u4<4}u_PFjGlXSyekqMtM&nn|VgCwY2v-wG3_=!F
z(D@Zi0kv6L)hsDy@QUc1vIYUhbpmA#PhQ4Cw`Cy%F<rTVCDAcNz-)CrPf^_@0a{~k
z9k$vbU%?Wno5cENsi9e7XcFm=&43z3sI;bQ5NMb@C4-Cd#R`;M<H-#|b-P%*U8Ly{
zsM<I(J;=F1pkxV<c0ef!EoQK0wSQK;(`$LJ&-TIK!eOA`$jZ@?l_Mj|7#|*5dNwoq
z@F=N~hgfiU*l`sL$Te6-XqgakiO`WBbQHyVN1pbKd<k_AKLK!JF|HmPT|RkZ`SjT0
znQN9)!!sxP@15u!J9Txm@6PzrFTeTCpa1yn@4x%{x8HpI>#x4~?iauP{@1_%^Y8xf
zFMs;OzyA4mfBn<9fBgROZ+^4z^)HQ&pWL?CF5P)>eDKEMtD_%YxpB1bLC?_KiP41<
zqbo-TR*t~k9r)_l&^ISWe{+2F*WE*3AL)O5xNiv^laCET*2DetXKyZCU;OR8Cx5<X
z|NWKeU!A}C<OIIGfu-*LrDOdoJp+p;9gZ|2zQ+fEzIS{2?w%eRzdF7!{pBAl-~P+^
z@^_;%4?i87{b=a^g`o#%g?z5>_QjzGeRs|GtY0nu>M!5^_3z&!;`_J%_|?DuedVA2
zWpd@4(V4|BZqI%^`ryLQ-H!%uTpaBCY_zZM_O;RRJGW;i$IbK8cH11B-sR=_#id!R
zZQ5j>G|o>N=Vr|FbE{v^p`%l;(aG4T=U7`_O)V)YLYy={DK;GFn;01q7ZQ*d7MvLu
zP0h<ua+-GO)ce~Ehq^l6*t_fXJv(3SY~P_*Yo!9Ul;5sb?uF6%>b{o`?8KBpE$ZCW
z`tAqs^j;kv9lZPTM^`_1=lHJeFUv(*Rz0Vxw7#^UibiE>WqOTNTU%C}myx?IExRPQ
zsENi@iKSgFZF@Sqc6D@!xtz2lZ0(9g>rElIsg_y>TLxWyY4w%O%?wUsJ-xiJDm$Yv
zC80cP3nIH(ZsT^Duv0E-5pv`W^rniE>TOv?sR@};VezPn;O6YLZVeRb<{a(g9^>l~
z@9&)w?4KSHvNa~6G(83D5eyd8Q90CdW@$lVRhhWCQOf6XSj_Um{K(KCG$~3+jIFP&
z+_kIY<%7FrashPUmECAky!YjuyY_b-cy0fiAG~?u+{w#*pWnE5b7*X|=j^H1-g#@^
zp+oIEcgeJR2DrDVG(I&wA}%Ques5%CTvEce!u*PA!XBsA)fASMWasB*WM`$Je??AK
zdUj??#+KAflz+(CR+zUMKObIj?`k~N7x(-rpFnD6e8QIKh`6Aja8y+Eqy%{e!14|C
z@elT*pu7OZ)x+D#)nlW(CyEjvQtKTO<{K977aB$h5BHCX3XD$(PtS<ox-~f~3*CI9
zgHeRm$JN`%#n0b8G|VqDIxs3OFeW}QE+IH3E-*aYCp5$(B*-H;&^^fCHIU*GNO2AD
zb)k4Wp=U3}*VT{WPVocpdHeeN_yqWPqt}DKr#m|9pq{N4HrzRT__%obqN10xr;n4D
z4<fHl9==Y<2{?JI$6h>7iZdn9Eg;w<Fv#8C-#H+_DKywMHp(j_HLxH%yrM9MS)D55
z<+muxx2vlTbTB?VB>wP_@a49eeTJ&Hb~l`SQ+DNK=cS`9Z+6o6smoq%CED`#v{oM1
z6ul?PdV`zxbBLGzh9K*8!PZv=S+DRj4{$U0a58tYGrF3yc5t`p80igpp=Bvvc`>dz
z(XP1(-rEv=(OoVj!aX{0bA;dK$UyYna1RS`3-)vN_uk|U;&ol)<oc3}`&xIe4PL&R
zef(S~0d9VQNO5@h1wdeX2xhMv#+X^{cjJ(-<TY{mn+ob1%9=wm>ON6LC#SfTUEIPc
zZxz(GOB>qc9Gx87P6R@+kSCV$6*{i6tx>U^F7K+5c2!DtmWX#3i1y@)_GOFqX9*9a
z3l5}UYa4e@eDkjO#;#;mYYIc3OxGpTK)-4S{lfTFXEHQfnGP}3nRI1Fy*#Z>hGPy(
zQ@}P9bK6RI9i{w^Vs2}Gqi!2rnN=&vqza+z8c`lyTHK&4Z`M-z2Cz3x)DG1P+v<g_
zb%K^!K4f^V8lIlY(N?n6WetjAhP0qgm|rU>q=}1Y;=+0n#wd@LTg}6KDHC~PO$}F9
z&C#GqTw%SipiWT26qm9jMRZ{istRK}9tsP?sb&ZZ>Ul^S*YGq9NefHb#*nnu^0n0*
zRdurx#~QA>maD1ds_S@go`K&jOfjKnST4}l^R+b`bu}9<w6wZWO5>vHnyy*a##L_T
zsXDoe4z{$lQEXrdbxeU4f|cDUX=#$QtoHlxZm;>hJ_~{ehX)sq48w_CA_N8=UVJ8E
zW*I#EBP3otJVXf2?GM6MH3EQ-3=z<a&1>ZPqa%-xj(&A?^y}`?Uv!UrbreBglyn$=
zczk&IB-%-g*iH|ja>CrH{>jsQ56<-6`|QTdZPTL%_NSv$*1o&5S8h%A-<umVE<afM
z<;<7=H1mt!-+%nu8w=m`&OQEgeDT6v>zT3n6C>lt2JWH^@6o>dNBgHx6ZqJW<=BwD
zdvLLPa2ch8j}JdSG4kZ($m5g44^Ip%_Vikg_nJ=jn@;tcPV~*=8@MpGbn*7XvtuhK
zuE7Uh{%~mJgW*T-4?lTt`04xjW5Vg}yLEi<-ig8cJ^go&58OL5GIjah!cE(6?yvmu
zw*B|RbKhRRvvT2@?W0la`4P*xVe{D`)7c^8<=e}57k+R1&A)w(!oUCXKc4*g?~A|t
zH}kLmGW(0~#~*)p-SXtqJF_2+-uYx??DDm-t7CVD?oHgBF+DIZOfNi|S$sTYe>iDd
znXoKRSe7QO%ahin3G>3Z*}mHE1Df-wr0CJoEEjSODw%-I%1Dln4E9I0@-1;uDKQbr
zQQ=7uq4^nG#O#Kh2JN9;U9axhxv!&jZ%6AZySiTAzvs<^`(A%}@4?+&2lwoF{ouYg
z4q+qLo&&qPc61mH?ca0p%$ZNmUwHrZxAt}JY*(YZJbHCYWn2Ldy=0gTGA>`v6QH*u
zm%(hVr}3Cf1)txdkay~II}C<Sy;dU;HP+SCSClo>RyWjA>&i=N%S)IwRa_QL#&4Ez
zn}EVKMft^9>8073%*wLny6VR2%Ep>XPJMNKS<%+SxP-8v#PDDoV}tz>_w(4W&U^F5
zm>_>lM*90i`gzBP1jYvW2Yb55hXmCW=kpkKJbE3UfeOHMrI6Rv-nM7g?j4<7JPtQL
zE-o@M5*<Hfa+#qGogB4jfnHWwo|U~dWy_Y7^t3Hov$FE?D(dPa8qMxkUU{#l=g65e
zZyr8!;LW$X4j$5W?GmVUwavWj(u&yhtf1Hg|M2J#WPFpcXRWlVroI-@jhcFN@kIY(
zY<Y`LNQ_TO#W4Vl;=;lbQ&TgtU-Ye5?f)QN-2eZ`Cy>1@B_k^#At^jEIv_aI+dt5Q
z6vf}ohvMSyxzW{qJ%oX`ud{!kdkET~hx-PFc%iIeaHvmsq+fJwaBO^NOk7ArQ~)M@
z{agtm^+p>wXK!C85AXF}z8eC9TtmXVLc@X0D7)=VejH!O8>PBDon75FL7r%F?&IN0
z@upCGe0{xrd_29q-7)C_zuCjt-2)k8CpY)a4sCKnQ+LQ?ldG4L6FTU)tlNMd@7_*c
zer^<k7~S!u(R(g5)FU2sB+|q4vZM00MwAuAHq>PboAM>>0yV#+U0&THE*H_$g|t*1
zKX13T`t3cOw{|vl$%;Ef`3H2=54!3<-B)*YZ`Fmig5#>J_r=L?@)F+QCBDu}`Z+)O
zHGaw~{M3Vjv{%GiUz6v*p(#5kFK%hf6jsF1azZN8{L9h;3zPk`V!V?>-J<=SqWqoX
zL%rj}C{e-QA%5<D9%!zy&c)>=CzqeOxUF&bT!(&n=$+?7aq{(Z_CYl^ip!7X>*oTk
z_DlAvsO(j7`Kyx3S0q*YMO8cbmF>;tdUm<CnX2W|bRxD!Do{wpB8h}8kg)i2rbt5*
z8*0UERpO3v(e@HyXQ5z6o`5Lcn<dzj$=jR8-IK!Eoygu9-?$@zwLO{HnnE`u)AY$S
z5`8rQ;8eOUjiFC>D2=Y&LQ|#GDUxbX=uDB_petx@E#`KBdqKZo;B5?bR-HVfTAV=@
zWz|Tw(c}dzbqQNn!E2=o+UrCe^`eeCVS5d~wVKyL<r;phDvrLgSy$eqDQ!>{GZh6i
z>9!hSPPHJfPMlva!4ap~R6c|;7GN<xj!$7dW^!wUAmm~OxL5pK1*pST%ZCbSqN-+f
zy|9HL0eH7!j0SU5j;5Nc#Sy{`d0NZY*9i<*NeZVmJRPxst*UC2Qyb;AY-K%H!w?{q
z0k~~rOWUC)X?vrjtwG$%6dG^|qVrdMU)#IAruTZy*l6}4GPgquM}fXS2-U_gLmUYV
zekPK5i6fwQ;6FuhuR}mzf_q7gJUTM+<&lxEprgZ2k*)0>BH9-B3@jWUumC<!_s^f{
zpF1}&`_bUcg`t_tW5(gh<-v)?i=$H~uHHU+`Npv;cg|m*zdXK-YGZxIUw%6M<+*z+
z$8K0Z7&g8;F!x^nboamnoY)>z;vJYeHi%vrbKQf+?m=_+p!L|Gy$4}kLiQ7b_EUo>
z)L=Pzb^g@V*)zSfXM5+)piXb^9IEvm>zzN+Yx=O?`u^bJd&3Xk9eMK3=$CJee)aC?
zO84;8so}e4MjxCR9X~bn;LOP6#ha!p6A!Ohesk0Q{WbIN`lo+&>GtFE*OtzWE}b1A
zbZXFk?5gq1@WQ~%uO}Y=b@}_hJ^kx{to-Tki{Jk*`|tkU{N2CKe)FeWOW%C<z;yoF
z{f|fPemZ>Tvyr=3$0kO{O(=;rVS6&Q@a2U4DFzevCzJN4(75&So%y9(vkR;J^8wv^
zrChc`z->{=4(!~HBf9h?Muz32B^Pc@&&$}dH6;=Bo12bZ74#0R>fo-fLwk1YXwmIz
zGXQswzVqhUV@J+(AO7HtSKoYP|67L+yz}b8cVBzu)xA4$tL-}V(YM~{dH3xDogHmT
zxn3r2kxM$Y>g^hpRxFTno2AW7IAW}m2vq`}TFBQ+MXd^1yIRqqR<^4Y2041h@I*~4
zc3lmls+?9{%BU=Bs;d^T=rRr);xcK>>I!OcL3K$Xz!<72Ey5|is;r_Q7k`j&f8Usp
z!1(asxG?N)@kOULikov%R5%JrL<a{%2KpsLgkpiOt8+wvA3i8(U<eu+uz6KNUWZP5
z=-|OO-+cSE*IrjD)hVfI@d=4dY>rOfqSom}GC94WF*`S(;vcxl$rbjEPe5=;RBTFC
zPDMR~D^+MacWys$u=C|t+V>sM?$|9hv^7ZN6|APLvWmE@oREZ+!07n!n8c*i%!1+y
zRQ0W{W0qId<>VEk$XirgB2p01@kwD(u^v7YFN$AOTzqm``f9unFZ|xsc&ab%`BOdt
z6nja_h>K4Qb8xRu0Q}w{PY@}%7vSpVvBAY{9fSdB7EBBDg#chcGRLV0=r=T+0v{OA
zi%Ac!O;`+J;Dz7a`);K8Zw?Ca0Q81MV5JYpnS^J2&>szXecc^E>jcF0_VJ)NxYq|g
zXS_Xr1ij9{W5^TRcRj(tpx=$IZus6dY<AxW;$6FW&3fmxXd&rIarK2k>hFdxjRqV+
z!LBjUKIy3;IhhgLGQ$eDMOK$3(yLNv6-ms>WKLaL6E&$iFQhWtzb-$dp)87Dn<S`B
zY%Go7SI4!B^55^Gjl3s%a6~-vdgG;CmEEfB*Ek6~>%&?r1GHs+x{AQI+K8P^Nr$Al
z@3vGO+tqM<Kd*bA;Pp0^o?XB$ORCHa%Z~Mq4{!?iULWeUA;QlkA;K>qG9V(@I{<ws
zT-Lj6e#zPSXU?u@wYiq$UZ5}J?z!I01CM>JL&U@P@Y;xfO5hK*+V93|(#lsv<$E}V
zU5)we4TbGZrQ3PbP7!T8oL&iAD`G2z9I03+mdeE{Jx^hv@l};<MM;ygpi#B0L7m0a
zq%*atOnnOS3=Qo`4cn6%I};nb5(p98n@Dd-B8V5<t52cnQs_EBFSG@?OAxPS3r(F`
zuLSod*UGolE4Q+=xlM+=Mni6cej7`Z4X3wGo>?o~S}V(`m*+Fpg$>%`CKNX#RLa(t
zv$YjCHfeB#0Im?gl_Xxwl%WVP6C2`W1jp8jAPfM#q%bB0B*rq}F4mKf>{tNYMabcq
zN|;iNfx9I7VgS$u!GdOSENhTMpjnK8zJT6JHl7us=KzdLfZpe-<LhaB9gU~0ZB|t`
zDFDDY0)SaUL$j=dr|jaZcXE|opkEMg4O@u?tNlK_bJYm+eV?#=t%nEgKY%VlyoZPE
zm>~qp{gFN#L`K)4A93$<27XSz0ANS30eRZThX)@X9#}!kwj+J^BUdd)uNaS^Yw(qs
z)4en224*e}BOg2e`Ixc)p7qA;!)w#amv7FV8@PA;i?N<BZk`?-KYxAh;%&=?JGRqf
z=3}Gt9}dodc;6kE`EXzw353(b6Q_nIP7Y0-7@9dgG}{Bqcfi=)Z-S2Xn~(LGj`bP=
zqQ|e!pSUu2>dN$)D^q8$PLn#*J9DachCttb(@{JDnAjsLAB;YJZxrbJ^vKxbPbQYG
zOj<A9HD0(md;a>&#apJUlaEHt-`-jJ!|laC4$b}M^1Uz5jV_!Vu$~@TI5WJ6<H-Tr
z@jlDhk;N|_e0|gQz3JP3TlwREJo;y#@Bgy?_J2(O;!n30zv-V{{`mIX*^&F_25z12
z9s8*F#wUZfuZ&HNjGONmS0?OVPA&dodij^LE8om4|8jEStGlL0*C(yR_gB4+85@mz
zSoOd>y+U$uSLcpaExoF|EH8&qUEWwvrB#+yBGHzSQk;{)rqyU9!d>n9{avVJjbq3A
zZyY+?bNKU%=RUu1?#!_dkG}iH`)|DZ)+_rD?cLF-SCRC1psVAxy*mN1TCq?k6}G8l
zyTHsXx>hA>UJKMho<_tsprC|YtPwps)k*{gnWRN7ZBa<{G7<O_c+6wgH`P&D)Ji6`
z0(LIDzM99V2crs`n1V(+I&T7iCEP|)GpnJdie6d9s;R6lMS0Ey_|;qDB2(iclOn^S
z(E`HLHN@8wy^OPx;u9l76Cy&=<6}}|A|nDQ$<g8T%5o{ENyckZ3b~;4oo%ge{`}|f
zzWd&*ul^j|o0*xFl$=6mFy#uRMyHc0l?~0D!qT$Hm^ey6kbg*cRD4o)L2)Uyw!Dr`
zWj4|{yhf3Pi=A&O4UP>WDYdb=pr$^(xHK^*FE%4PW=m#Va(ZeyK2!nXg^E!SF25u#
za~qm^0D5B+Q_#~5f314^!5fZ=OG;jipARp%cQu~si+lc*ParidCMhK{IyNXQf)W(s
z{SVyx-0uZ<!GWasyF!3o02pQ*Wa|XT1PQ}p#XM$U4ug|Pi`W65o6xc$IF#VtAN*c$
zuP?qFXc=w95o`d;!o|hW%iH}q_j-AGczC+P>4o15d3l41-MoF=arE>8`obdK;N-e~
zqszK=&TH0e`q?_CHBKHIJ$$j#4VhRMPj687M*jfkhzQT*#DI(~!I@ivax#L8wndcW
zMigcR7iI>QW(SvK`fp2e-x}wf6Yrdx;F_Q0k)Q05m*`rVMF9ZskrkfbOY3{B0j}?<
z_R@ExnR{3<nle8@j$2c@Q)7k;FV{y_9@@%G-X+*}P+9)-7TVjL?1OrSsuBBt6AM!V
z;q-=huA?~r%+GCYu#a<07$r6$AQT-a(0t8pv%BkhHzMJ%4&N#$9qlb3Sia~R0upv|
zd1<rr&md>lHF%y5^xd@D@5av+wQzcOaf&)v`36S5o>kP!scaL}wThTJVS}8@5~C?I
zp9k<2s|+YvKoh7do0Z_+{03z<Q<+XzBD#=RuTG%p;^~HXdTSh`Esog{$J$Pa(H>u~
zPps1>)f4FZjCdKuAf;ZDQm0O-Q>D}@Q)&t5CAl|~p(gSV3{4hIm02&(sFkJHNHc4t
zfZjZYs;H4D=L_O3ZqgR8R0RN9hP=q35|$FY`W%2s7zV^*9?%PjC7~AsAT9~L<QP}U
zJCH}5lEShA8YmY<gV9Bf5DCCAe!;!yn~VXt7l;cl7spaGR%Xebb1w!UUMwI*(l3?)
zeM#>Z7BOAa$`rN2$i==qFl_}>QprR-SV8A$;rEi<%Tw(jxfe)W$&#-2`|yl=`+wkG
z!rgtQA9FA1_x_lEiSZ!x%;t3r{_D&VYL`Jr1{RO@FC6W&b@!TqpgjciPM^9ub-sV<
zli``qZ_M}IHV@yo-k4gtXL@qS_-N?9`SOj)j|T6a?Yn(;@ZP!M@pGe7XGW)v4^4It
zP8=SXI6OFYWO(+(=<G)~W<D94zIbEi!VQe)U=E)hHJuqTp_<vLA=9Zr)5!tj$-eoM
zz4NDG@LruccXjHctCP>vJ9)l$>RjJ6JZG#tF=Rb9vVc$r(D(h3hwltO?78)%-~9E>
zrLRXUPX^~74$M6qHa;D*|K|46?{6)BKWhH%7Y}~%(e>pMplfh-pXEfqjnIJY<e(k)
z@1@&M24{c$;L+6mRa{&_vo{Juf=dYQmLS31Ed&dm;O@>0?ry;)xC|Bu?mD=;ySqCK
z?wrZH_kQ;K`>wx>bFNsdRoz{yr@E^C)wQbinbu!UCq>>~HnZN$o^RS$G#|=c%^tP|
zuJ-%$$8|vstj`-=8>?5|V3zCkMoxC0-MN*4Aa8)pZv7!dcQ_dX(C%jNauj_ycypNd
zD$vJZJPkE^cBysG2x$$CqO{nj$AD9-pEZ`VH@MU-!5)~PLBp9&`7-9g3I>*~Dhn&N
z3SEYC_QEBu@Qkvi`F|&(t<I0%kns6FTZ}*1`dsue*pe^3EwyDlHEU^OJ^-^(i4IQb
zHIo&JFd+#oW*OoWf0E8EIlht-HHtC^jG_jD<*9+nGHeL%jq}vx8rl%LNbrbFK5bOV
zbR;?u1w}bkGKZ)w%asJPZq!&P+2krsM8XrXwM)>=NyF#R(1hp>8_rZ)4KZASacxJx
zj7hT$EXBpArQi|c;uED1V8%65H+~G$ytbANV;NY8L%fv>9UK1Mi-?Sqd~xmYGeoP(
z)$<7?;(K}uJxgsjQS87_Q%5B|KEB(4wHK>MD>sP&7ahPoR04!n7Lu0>mzR+qAIqEL
zI3iAyDY3p9X1E$+Kq;DW;Lk-l4Lcm^I?@6R$|69_%p~&iq-+O66%-;A{IW8ua0gcd
zls=x<w-|k4D4^i-w!XwuIUALclaC0EhQFqvD){@i^+360=}oky;q5I}5vB*VAlb><
z@amoZVEX&PDifp5&FdyOICr>DFem3SfAL#>vr$}Pd>|*tXSRqM;5LZ64zVA^bcPuK
zN)`lXf4tlHfwS668VZ7`gl+xt<AURiI`;z^8S{poh=~3U2~zufJQ82WjYPLSxjx3n
zYVxI|2Y3Dn{M3*rh4N!=-U`j;2Xkxg7qGJe3ty-C?c#}qC@dUpkEu}0+>;VFe8|Tn
zTO&bgx=tRhNgj?~7LG+8t}!OQB|fetIxZ_mtDXFWP;@%O<9M+-YPhl(44tfx4a`Cg
zj?!ruB@{n&ahqC&jSxA^5IO1t@$$-0@OIqUrZWm5#6w1N$$d7AvUbICE)`2#x`~oS
zV<`Ff;<LLFcm?ogz3#NX8iSR&A9>q%+92)j{H;63RhVT55C(SN@Pe!gbH6M_7_Fah
z4flxr+Yc0oSa|+lLh&=>^kJ$$RgTW{HDl2sA>NgLPCIb7)j3T*apu}qr3SV)c+ghl
zlog2&Gb&A>Qr8+$mPH=O^%nwd3^;2R0p;1qb?`kzNwvS2fhCyWL{u$QzTk8kZv@$_
zp$Xc_8)PRjl2+=ZIU;%Ms86cqp=Gl@^TpW5m}kF6OV+=AW2tVdEB;GlYE<{BNb3Xj
z{D9%Zr~Th*1>b2^85B!m^Jl+zv})E>13BSG^z3Zy<J$^j{nm7vytG?6=M5JEe!`Ye
zJq9?7w*Li25Kb^M$Ck=6KSAiq<FXzrGAoS<EmC7(SYu(!H(_0~I9U5S3?>+P@qAbq
zS1u*tpY=4F{j`x*P+!#NlXvvqdGrF&?1`0U-ktsGk0^XUf#2naFpTey_?Og#l-CHY
z9bB#nPo;Ny=Rd%A{bI`(ayChgM2-K^&5o5d+N1}cPQS<XjpJ&A06RYV;q3*hY7qz-
z*yx({(RR(MD_Hk1>hM6xKk$2yYlrB(tvtM@Mg&f0MUCl@f{5G9$w0NM8M<k#LTPor
zTtH|QPMgD}pvE`u-)>ve$J;&3tQxu9cZwLRB7D~yGXpz^#~k}MX~K=xXWj;6>8u!$
zpr?MOR*X{h^X0Y%>vpf@*F&bKJkYHy4<Jhi?89#LVAA7dxo~|r@m%nJI_p-^XNkvt
z@Q>mntq5648!xA;VULr|jEB|C8b<(=59&EOa|`<N?OgX{ufC%1Rez)YTg_o}yT;og
z%ij8{^DW4?@$N!V?5h3oWG%jC9xwV1)I9lgf7OV=GEVxsvfw@IVASDbW^(vkhf4u5
zzsrnHd$T+$X=i?e*be(X-W^uF2^u{-=4w0A2A^j&a@#}pPVny-)z379TZNw>7dyW;
z2O~Z!XX$1=J?BHNv}vHWss?=pe76eLZ!~Um0`6^1^gy#}=zrG8ETB2f$lNd2Ib<Y^
zXD7`i?C?w%1_XPM)kF^$?y_0;0)i2|Cvc2f<+4SI#e}u#cCw{d2?%Pv45XIVKD=bQ
ztge0NZaZc21RuNB7Wze7VX8B16~h6LL3GwO6SDUiL=SB)-D@u0E>SJG&EqEDxxUwz
zn37r%_IdEODv3tOEzslVDv5)pDB)Z5*@R0l?GvBP_yPz4`3<qmfb8x1`#p4aN;@Kf
z6Bn?hD}hQwSU`W0gGLSwf0kzdpV^J^sUOOE>RLbi)rbn`Ky`WfUn<ILD~nkXyI{Tn
z4TwCN>_J+%Til6o>uU<F9{T1_&@ZmrJq{AzKiz^4&>3lJ>g)3x8#Ng*84^*d#8ngv
z5|fhm@o{a2$H&KpS?DVaxVbpe(ol!#IqG-w%*+dHy6c;ABD-?_mMz8((k)PK<6<3!
z<&RKCuNMbP-Xn&D1WWYiBxx#X>3ox6UvSqJ)f1Igu-U9{>3Z&(dj8g7Cu-v(YG`jM
zZTay36R7wLj8*hAL|vXU-0y0+f!T`VFlkE|;h;$O>-8yo*r-`t#SW&5_3gmSWF1jO
zVnthdiCsM2+1@`nR<yG<s3e|Xra<DMy*2Mtl^meto#COFK>UhYGrwpWSOeWN9-~+@
zUx{!bT(kKos8<RL*#h&x`t`xs>W3rNkGZ?qxY(~(A|D)ABV0ERIy2SR|Dg}S??oo=
zAxUWH45_B0nBWs!5#k@>;2#p=9%7<g5~3X9;`UOO8+bg};Hsju#_r~!kpjq}=#rDy
za>rdN1)a-I`dDwhpU(>dj)bjgBsTabZuSgc;o&|-$i8!f$C1ppHr?tA7^qvMWHJ5K
zl0aBZ!{Masaqu{^fo{1uwg}PV3lk=+(i@B=W23w$T{L6auPZ0k|3)cgJ3b2QqX)ZC
zy}!M=eT++h<Hvl|87d^@CMo_T+5gZ_1NZf3m5*Vpu$z&v&%N@7KA!dF%U0;c`_~^O
zFE%aZK*7HzXLxh9Rl{5(pZLnYD(QbIW!aof=9yQoJ}N}hB8{Kzu-d~G!uiqg6;Oy>
zr-J-LZT`nZ>A2;LId?YGFUntr-;D^cI$E6&@8-bbGlZY4o!PjK8i-WCWzdA>Q;U6|
z^IP*k&*t%`S1gPZ4O7unszWQcMbTNel15Rj&XY|0Pykj#Xve2S6eo2!!fkXig>`Ag
zRN7_3S+=N7=SLoFwX^Xr^3&L0;Kl3mgT^Z2lkH@NU~7YRQPKKF9M5{`2=63d2;Qgf
z%||#Eu9PJLzBCsTrs{2+IliQL8g2&o`?uM-b~c$*Zt^_}7w9`=$_e--S$5$yeXc{D
zfS(I+qeMI6v+`qhBN)_UUqMAAux4$C?q+2tBk^5}pz^`E!nPKI{ZPQspTN-#6~@-Y
zkEmi)k8!0DpZTQ6M6%#8;>Rv9IpNPZvJN=jxsGFK3zOC9HrYI#G~HYg?=kR1wi;gr
zg7+#`IaV`kg;TUsxGP4M$w2s7X?R&98tQ#fs9<x(`Tl*xbNRcq%m%^Rjj1TaEFJQ<
zoxYj8<(jNj4sSLa;uO6GHuH91?Rpw`Jzbvwq}{^S9F)>CFf%l<Gqlk&v=O-L|1|vG
zH5uWI5pAs=W3?JBiV(4499;)QNRV+xo^jU9J?-k<<~riFn{;|v_AADgIkUBGf+N5p
z<Yv|93R3k;ba;MS|7GoZwVnC(&{h$ebb|4A=}YK)C1T6+vU&MZP#^^m3RSu$@_c0K
z5B-3j-<<`D)?*_-2WOG$^0@+cuR~v+qw*NA_1AUoGY)y)Rxg*|eC{UC%f|%y*#v$5
z-pv(FhN1H83%44-TqoUZ9jrY3Idq)382J^uh{{Wv`eI>nyH)p~SWYa`XxO!JvN3bm
z2ATCCzh=)=>w*_5mKgOovD)QfFUqUE{KgzeZ&i$+6CwcmgTs0Fw?*yO00q8LYWlpN
zv^}=&P$ze-WK?Ki$!}3g3w2om=kN@sVp4=%mol{D#1=_uY~7h3EXEu+Sb7DL^#!Um
z%@WgpaKHmdJwWA9w#A~P`ay}Zo}xlsy0afLKQ<y~ToQ4*8gwb&(Z7#$hSsZEDBY@=
zeaGDgl$kukyYW8_PHxt^bv|gSrLg*=Fftj=2PYvg$M6u9gFsZ!7B0bLnVocLG3zDC
zq(CX08%!`=cuzxW!rV>ja)8^gPe$=LHU>RS=WMaACbvwL1{3*SC+z!|co`grqOTn#
zqKml>yluF<iMYLadDOeRGfPWTL&ddai}rLyRYi1=Lrc2F#V}3H&9E>ZOw2P_|8gH6
z8`ygW4w(1P)Ti6{1Rn`duF+9rko%I-4(?0K8sR%u1F%RUWa)>7N`@E;6IEwbXNWAg
z)<W=Cnu!!|dWC$4Xkqdtg#A|nC20srR%FG!NRwE~KTRLQhRnsvT{zoSV5j=JMK^@<
z{9ZvN3x0n>Vc27>`{k7x?hb+1P@gy(e=Xm*f3C*B4o1fL4{-&!B;r_-cK=3UjCf@w
z{r3rVBfbgJ$}g|YXsn6jz#njMDz{g6*Lf5d8(W*FC&3QbdLUiWQBpyY3DkvKQ7yl3
zJD!+Kw-`<+A4GMzk|#bERBp(B$s@*XqT}}B2y3%9Bvvxko!(jj_cTyR0m4x=@rlu}
z);^LqQ3h0VQyS?0T<Lp6Q=j9`$`@=878F@htGJ{pcs_7W{bM~9pg)A93&O3Ur0p}+
zPM1;$aMiQ=YUyI4X#?1tJ2+w5q_Y=|rCe*v1PSTzxOwtDJ-FwTNBL%Fg@9?rk&%#4
z(9t5UC9+Hbv-00R$gE+d#o;9-5D{hJkl@N9Blo|dmftJ8c^K<czIuyV)U8Kl9jDz5
z9`LJGg{F-%jqfOf>4=JFbeh8ZvHs-!^mYcKKX!3w==}M<JT~u?Q=%oT8zkJNZCQ<$
zCK#13muIa+(1erCQo|KCo74dio1qLotMod)rn<vQVwnKziG8$f<u6i$FTn31R<x_&
ztddC+PkiTXA6fB{N)1V=B#+QJyv#|JTP#st*``dLV!gReEloEhfraubO9Cn<^%PRj
zqHNcxW4<@p3Uw@joh*L`j4t8?)`Q+<;J6|5#573U@(Qcn&ZnS7)%4PE8l(f%VSETe
zoTqQPBTQ$2XJ_q(9{cG9G>CESZS(wUeBvL7M@$66G+5iAg|s3Ib#0@SFX<bSCyvgo
zpWZrKsn+9qJWrOy4#*FnKC_8mY>H5{lPEb>OW!b0skbX$2sxuZNTZRhQINaQ&brIT
ze9FUjiJ#9L#Kn|SI*j)eKHFxbslm;{2*OL+2goX$J+<;(jUGNshAnPF7XLsVHl?Qr
zYMq^IHk<4Zlib}&tWW+X(E>4O0WoA6<m+I;Mr(JE`RD6$$Z+$O9W)y-!`sRBb~7+F
z5ptLZDe6VUzV*Z?btTt06RccI)o9?V6Xbrea5}PoyU!gzW6mNMqvkxGq;woFBvk$U
zxJS0C_h54i-Jp1e*w&xFaYJVHgCpC8Jx6`6j{rPaIAZlNePsI3V@O7jezN2=&wG@P
zyO^2mo*Z0;i5?Fc9{&O{v`)9TJRQW`WxZPVT%P7VMXbKuiL^Kz?+o-DP97S2Z%ef`
z`0iXi^_Ls1ubezs??o8bNALjmD?sDXMB~xCoK}KDg03yLM+>uA9p@5Bbw9_9>D(CW
zLZfc4DfB+HDh>T%xM$oNFeco2R?GWAyICmFWArN<_SlppKcU-?^~VK~N)Am~(ED(k
zpGcJrs?-4GPu(4=4w}_8L_wkvLCw0<ORz(#(r8%aAJmu%RcQ`X!USgHTpB-iHOMk`
z(jjQH=+Z5nHG~f`M<pa|7sFkhq8LUbESG;g0sbUiDfe}6e*GHaqF>^Xtg!Y6XKUM2
zd-iF$&J#_>t5TkMB7%=dG&gv?5WCtr$E>VU`m@Cp%Hm%%tPgD~AIbm)3LiFU1g?ip
z5rF0(Lt1{PY>g^W>xn`qt2{|M^?@Ei=H~pS;+B@$reK+}a(X(ZvBjkL^fW9&?7&M@
z(ap`tFl1>$OG`dJR-fFsc(E;`Kw~2cw0ECAue`jhczM&oc8Uh=62l+l-NXM1k~A~f
z^K-kpoJ?y(>hH>_uD%?)45ufN9i~^?K9BgnRHYwUpjc045qU#$C_jwHCQQ5!3xb`+
z=3Rh~e<u<vR72L_Be3*s=qV8hD1^ytG!TEm=R@o$2=t6amyCM1H4Ixr+Jer4kE}<V
z(z>BHbuQ5Yn^YmD*Va?7!Xn~p>(;WN_mO31-~_wlWIF=t?k%sc5^G<4DPO~xxrB#w
z8M;X7>bHO0L4;W@_wQu(?;P_NRe*&he*ZF$_)vk0y7CeGj08Wd_B8+gdjS)2CZY72
z_SQ;#PP&oUe1CA6VwiIm?~1K=!g^C#EU_$B#*p$V!<69gv|vR1s)I3)sYK~IRueO|
z$!gLC`r%JdjnQg-pQkysQnhlxCHv>g>YSSC+^M+k?VR^w0WE^7Jk3ou;#%GF7;_$e
zzCZk$W5CTZ7~jY`F&CD<hK1im%V$$jAyU~QD@cEy<e_3_W2Ns){<=;9pzOKQi6N+L
z-d~#a;o*npLU8%jK$EPTIjfS?TQ-)=H3yyA&CrG@Mw-@WNvUHw8ubz7I_@DYl*6uT
z85b*Rp1klZIb7=5@9{?o(wy?_;fZY8aT;Y|BlT{QCEYi`u=44Ceke$9gVYtneUtgd
zg)(&#RS_59iCs(;_Mulj+-TShviq!3OjV;7JNm=cxY+Taxa{U~gb4YF?`!JpR$1NF
z3BUA*Zyz`{g-<m}lEwA287~qUmtX>@A-M6CzS3vZ_y*_=ca3&3`M!e~Tgp^0`x_rr
zY(6BuufdnPZ>751`tH%5t;2o<gNpw?U0Ctm=c|jAr(WtvHnFqF&yHOL$voLv?3-tC
zW-LZ%NDwt+SCDZav4ZqdGMoX)AE+C&=9%PJN%Hz96B-i#bhI(RM<Vengfe7TR-BYI
z?0a_&Y+t{m`gdpS*UIg<T$m-pld#X+ZHvu_j0H~xB4p{0&rS9l(dZ4Hu4j;j!@<7~
zkc7j{>*uNKbZ@gYZu8o-5pEE$)22q7N$nX!>}e_oXgSzY$!cAvkT!a^7v;Ja>AKJ4
zDqr86^viRO8fikHxza*Mhc##8bZhE)YiI>p$>~==2dZK|ex|~5dwRV$m+_NB-=ovq
zrODXkf`vPvUXUH69(fhvScA&JaZ5<DpIjgxLnEhnPLQPsa-VrJINa8*=a`oh61(b0
zFjtHmNpClO_Hr;?xEvOU@%6ofke6$=Hw(U+j%Ocsv*b5>Mim6(Gq1f~ZVTvVHNRf(
zOvv!Ck9gNBcMlgx{iyHq0Ki1?0Se>ic<xTK57qVMgdYx)aJjxjXT$dmTn}y@VhFdt
z-R3o)Ll5S-NGyu)Hlw)fU1q?yVaaN>5#ci8V+)$8g6vct@`kHikCHU<L$`MW)BA%=
zNSe}ze<1(t$&Mwlt~ykmD&47>>FVSDT8eUmS4j%9W*dmo@Wo0A6$I1A&MZ7kkxICN
z$~`BY#%07E1UuAQ2+0lZR<Tdj5;bNZP#v>PMrED2B%W<SxS;J@?ktos1Vv&1)sX~9
z3rJB!5vx+xDe;}Ygu?3@nAMpSNH!@mEawI8@B$rI9AiZ7vvq4KRN*lL@u;gbKJzu`
z-dU-mn%&lafy8EL(b2dT`p<1CB!=QV%(98;O#Qw~-YPLb>#&&~SavEdS9^(e5mN{G
zct(`#R<K#%$fSPnFy^qRbLLXvFDtK4($Z1+otjD(0<HaoX&Af7hHOvBr;REzY2Q%Y
zQ2nX7lHxN9PYDHi7lkk|!q$S-rTu>EJf`D!NA?eqHwp~JXCOffH4|!B7_iY|C_SsD
zjG{f8U_x730?bX&p7`%OnT`L=ObD5l#UXJtC`LWeQQA<_dDq6@qLcF_)mUm-<SWZy
zYf$G?x+kg6ImdAFm+!KR*YEE>Nr^hJpvi3o>j^K^>;;)reBP<-99<3je&x|*EJduN
zudn}=r9Ka<C*pJJi9}Z?rR#m`M}7e~xLkYau>&7HQX8KhoBccu*`E*_DHTo%)Aw+(
z_WX-Kz`}xFUbydn&OJPoi>}wEd<WkX#4LQrHzAwC@`j$Nhh;oL?QU$*krujfQ-n-r
zDXoVb%UnfCj2$>fjaVU%u8YwlAF+}`R!1k~pscmCH}j=n=llK+(*9qh{T{pIdpq!g
z-CZH;UFgTV35q*|gg`NQWLtBMMPhEKbQ_+U;nTXhwfMs(Y*1kEw!ixOWBxQ`!!-OU
zY#4ind0<3xjEj9voP2<vg#*(G8y$Ux9&?HEL5xp-=4N%{ux72>bM{3~%}~Zznh4A;
z^+TB=ClQ4ZH}uAVaF)c(+wpTrYB#jHF}fgI)aP=mo;7AYGgD<5O=Bf@M<aNiKT5xU
zP%9KB!CGKjE{ThK5iTsvVM$qs74eAA9_CutRn>`)!G@Qq^(pOEsSx5wQD^9V+WBf{
zn@9CWiA0?;oC&`tNqBoLlArJJuIr??jr*gmN8-mWiV{ij9G1)0zw4-J)bI(=<N+<P
z8l;-O5gG?Ag~#o_{8cAQLs*Fr|IuBh9F8{rYKN4afmbsz{h9yMH0lI(7{2j+D?$7p
z{Yd|czY((ESlm*?jXIdj44%JH=%vTqQR4sZH)?7i>O{b~?9JrL|C>O=ScJc!G4|CF
zoe+ihcd4wJ=T~ihfS2}Z7VfzoTbt|by-x+9YD+ZQ5^U3IcM#H+gnJ12U}p#Fs#wHo
z_Z!QninwF{iN78Qa`++n<vJjuCLjr@QY6Kf*Vx;rR)mX1uxf!UjY*a!e$<2$6a}N7
zyJ{pJqIV7S10+4bH(MG`0<>8{z<l=-%RZy@`jq@Kyjtg!dKS4we45gFx)SF#Nk&#|
zsfa-vo+bRK+dTKDp_Z4;mY3McTLSiFvdv-5G7R8cqQvr0fa#!BZR$Q_J|Bk-keh{w
ziJ>N`A44vtuhRRZ?Pe+ka&j>O@gFpPi5C)67V1`}n9cli$YH#P3dR>{ySjK@xU3Sr
zid}oK`OEvGZ}V}xh9@(#OSr*5FW1}U;J#xjtdkl?>DVRvJj`%7l^Av3hB>p{QpB^{
z;c`jPWhbMJ+t<P5)#7ahQGH+dBtrn@TU(pk*<5$bnV_)i)8wEvs*u>+ndoqpsO)$p
z?so1=ez$kYT7kxr+~=>!V$bisGnf&Ztl$xX<vY)RL@Xt|D=S1kSt`e>r@y~6Yx-OD
zfhy9JiCwQGvLN}B>_lW5tB1WKgP<Wi`5D8{PkpdcGXK7l!sa~s1!xTgb`a6wcfrKd
ze|Y~64IBz0WgW4NwL{A>OMeZlB<nIM33@*SkM=&YvmCCcxEJnjs6l`$Zk3;K0XOg^
zdmWE@?kfSg#q<UiY^@d@f+so(QlPFD9qhOk1+%?njNS*sNRU&fVel;4g<AL$mqk_S
z31{ISmok*4^7&fJM5{&(nyoN509o^&#@L_w+KE}ot+<KnmyReAmnace48=plX&UdU
zz83$M#!-q69mlh4{6wkUk;}!6laMS)(}PL;%>cnYcZe2#qM5M$=sKT@y1;CI2ROQh
zVCbh~i;LSHmrE(DqgYVUH~xR)@UJ$~o@1@iq31O_?+=gT8sQC?&<qEva?v;S9F&Qx
zDo**XjnMm2C?$y6^@NGNp1B_cR@8AAI$W4m{GX9L3>%t&&z&dUeXVC_%w%LX(74qK
z>cOw$2nX|pvEUzYGO6zF%^hD5?jHFXcs`nb37FhKTOEbDpa9aIpgIDuuS9oif3uGJ
zeZ>!7r_o=(Ifx79?u30MhPuo~IV+#L({sCZ<F~yl*O`R-nAn|^DNN<RcRc>(jj1)s
z+Hs2s`jXu6TfWNw*!bO?q?o_8QNUc^FF+{jG7kPG4l!*10w4bjHG2=W-~tyK;T{Y=
z`MLbrncF+!$(=FeiR0R{JZF{{z-pQ^Xi}$pb$ET9Sf1<o-H%sZf@T}z+>X{in9P4L
z%MD}8H-C=9@bZr#qLGlEqcZS*TH@gBV)}x^dJYGpcj}tU&QQ+H(^w@4($;3oR=*@v
zm3PJ+S(1^|<qA|V=dw>B5f#$b7~I;O-*A12N}btrqPIm={rwG>=4Wr%>{JjDpW)_Q
z(e^PH<fduCLsu??xk(LQGdHSu66)L^L>0wJsmtWh_we?q$ZR2j?)dJoCWw`3Lg}{q
z6Cv32aCE9h04v8G&%DFgIL_jfAib1UO|HKr*V>=IwI$aAvmDPI)8MbaWovdY(MT8I
zhk|~tp%Eag#7%(o`V<&|U6{$NVa<kY!oLP19b80(JXF6+uk^-}_-Spzi0zp1Fv4sF
z0Q@_tCXD>7Fj6|HNd~b#HU!;_yAB%ah-0g9f2<pZsqI+p($W(}$CsL5F{|uHKafpg
zDKU_iJ<P#Mv#VPVxhp4FZ?}5Pp7&~4N0~T9xO=65E-Jgjg^R728!t8l5j`)H4ulLM
zZeM%jy`_xQW$Zo3;xE2qvEeQ3r>XefUa5%NUHFn!*s?3`>5~9UvqAP|i_H45DD8bR
z#*_j)AV<V)Bm7hPD7SglSZe7N4QR5~fQ@M}QkL84GNVd!uT)a!8;d^3`2!Mw5@zAu
z{sN!|y9e-|heZ=0%e@@8THj!xt5eNfs)3)xH22Fr7icqvLMYE2F>0mDuBA>RKg?4A
zc<&mOWi(BKl6xa^a7Zp99GTWJeeUgZo-uyb=4<-={f&|0b|(~_Iv~bCN?U|v_1AVc
z!w=W>u2{XV=ihjmjL{fL$#sqh^^Q8bNh(QBIRXGN*W;w*+!<|#Laxg`uk|k{DZ3{r
zrzBctD?VOUC!2%B7>ZFs{N7iPB2bK?j=m`IF2)nnM6Bp?RjdS3VE6kusMDU{l^;H?
z5@-g$;EIsFTRZGdisI887gHrUk&Vl3w35F;$LFM}oDtqX69&@i>|@V_jV^DHrUlGI
zq-pK0aPw723{4_~5_EzC#MF(c{p(KDq#cPVKg`gZ9m7Xynb24I4No8wX^8{+^UMM(
zkqh{RW&3SAh|-C~<(YD5jQm(cFF0tzi0ftfmT{k%aR<~UXn?`|xbKkk^TfuMOOnsI
z2C592)4@`-tGV%pgbJ>O61=PPIesq3f1B&D`c=_Fxt<2ynN|!YKO}}WG=76&Xb}6n
zS|0EE=^|S>8%Z04BE&UAs+Ffkqa<^0RrG^$54kZ)j_3$+e{bK0N$hh|u@Ze<<X9mt
zk~@7}*F+9S?a?fMqEg8eK`nim7FGNN5rOuVgAq3Nr(EMtpK|~F*!l4C<Bf+==)I4v
z;aGjkNxBZwhPK*Ie_k!pGO~kaqVsOlGu^0y$E{3}U2F<(sQONs>+JX{)%6N>M_`T|
z4f8(t$aXN%eJnMOyRgmDclgR8+WV0ntHHDEMqFD@B<DMRv9qD$90u`L<$Igf_~FM<
zg=21@UPNvQaq%U8V?$037#dV;Ya8I$AaBSNZaeE(C4W={e0$MLVE;Usyrt;G`8jvs
zo@`)Lf1oGFE+`j31cMDf$L;P}adoM6eA<e4eSF@|M%BZ|yD*qlE&Rp67*I<qBSh8X
zE+x@`a9@Ucp-l`=&b#)RZH<F&je%>8gKtiVd4-PNLacB-&0uIe;0p`<LmBd=KI%Fz
zuYvOSY{&1cX`el_iFNHllff9_WVQ~!VorCrj&_fB&RSfiAG3fOV6&@yber<>wzhjc
z$T^CN^oPjE4-rvlF}KJO@9y{!Lj+>qA%sXZOZ0h&_kVtaK}-q2f%EUQ7oM<cC%%pY
zNLqf#1rX<c%F<LFDP?|tJvI4Im>;aAt1Vf^P+UA-k+ZAD=1@#jKkE=dv?BqK*UO~=
z<qaAXDq9xsc&HkY8llN_&6NG5oFG=sjSecF{W)vJzW-57Ra{l(^RPIkY1e=Q<^fN=
z5|;kq*L4{akKU@?t^+0E2B_1SqCzcG9uy>v``qK8r^LsS7m%e!Ek2E+!XdUEe!@@3
zxLzxx=RwV~ELusSdO=U<+<_Syp&SQ*1&>Qiog~FcP9Y+^1UM^45XYgW@&<%d#qH=Z
zcF1W-8)xR~5u)k+V2J+fR~q{C=~_0J{A)ecU4SiAgQC&Jxedl_EB_tPhW!&^@o9q5
z@(OPr5@F@;r$-X8`8XwEie}G;-I_>E@OuK447ydnNuG@_x6Dxu7i;%qTuRMCO0Mfu
zzCY|E*Cj&c>(njmu`VbK%uEFnZ&ou4>S%a0)YewlR>BeJ)~4Z)IKn~F3X++oV@f$N
z%BE%a!l<wAt4)m-`Rf26ty+a;CS~s7+F5?%y75JPdFZErz+NNGdJ0TH{W!~lSrTA6
zqTUki>i{=s(uzZ~%q(Jd>${u=Y@JJqbElDRSIEeoX}rCq&z!J;DJZjcRBrL3Yo*5T
z3RX@0g2-D?e7?WH7aBo#pM%cBS5I0*S_OTc%$8_of|?Laj)M>e>l4E2k7vhzyGXBj
z6Se|Nwj%s~^)|P6!aS{Sjk^ahc6Wy3AHUyk79GbZ>iIg6n6f>Noa<zI>^tHZa%40%
z-Vff#%VH}EH`QDZ-fvSnd1*gh;a|14v%Z!ngWLFB(08Mg*N$u2Zhm2Ufae2JIJc&e
ze#RFaLe=9EE{PKWkl3XRoQfcJ`jn(FF!e6j-3h)xZ>(I^{t$S%_kr4LiKfgiZ;ylX
zU9etI=(j*)`HXbk0*mtgzX~%3AGy9YSpDX7{^GWb+u}mkEWa|tYzW3aSe~J`0$_3y
z+%pPg72&gL2St?`n8~3KL!+Q%V#9gIZcdCA5^dkM?z2-?5n%AR3E=K=C<811sIJUV
z0)s32?BC2toV_GV3Jt-MwdxFu%=;Th3W)|GN`4j5TDt@%bD?(@z0Gww8T6FQr%I?*
z1RPIJQ}3DBEh-eMrNkIJ1Z%PFk)lkR)t2C|XNQ&&wp{W|LiA>fR4wwn>Qbz~?sERp
zpaJZ0PaSgMCYr+c!Y{(RYyNsz#5I+WlO)X=SIcH^lA(#mrk=v3C!|uBfj1({kjS0;
z!BEtb$yM0!cf{~w?^A!obk3F%h3#1V$_a3}es>oa2RA7p(dcgF-*)={W|eLr22j6i
z`tV4--3E8}s_}R6sT;DGMqb_7Lx;Ehp@Fzz9=27y4l(C6;7Qgd(|W)KEm{xF`bW~-
zplMXiv6lI~Gbm%uW~J7wyD!<Ur;Xb@S$=E`q@$C*vhvZ*O>GeNhD5M6lz<frGZej{
zp^I=W)aXOd@v&?W+s9)G`uBY3Qi;epkFaedU9Hj8mK}2U-AI%bkPDsT-PW<>fSk4i
zbN_0<f*3gZ+u}#eO-%Chh|`*?sx?tj&@=QLs34o@P^YkHNT}k4g8UzV^sRj4Rb*ID
zZZqA0Z!0<ch1`8#TifyT7mb*UO3&|Ks?J%cNVL&gTEDQC>ZS{&X9($VH}aP)eutJd
z;|6M+ABA&|tciApKIDu`**VF%>6oab+nSVWyK#oKfdad^LxKeSgFYLt8e_L$$GyZU
zy;rJ-%gcw4*E)3#{Q0w^@QaBG-egI*<;;|al{;x&b+Fbi@-ovzE{ViC_{3T-dX9=F
zHgHmWj7zKh(5HHC@XwmWJcZnnxZ}`D8y&89XqN=v!Vj!Wo$62yh*itNXd05g^NOnv
zerBM;G|jnC5*06Et(GIuWezX<*xz|y_PZw$+ssyl4r2v`bdVPwPyY+~!bdjEIAYPh
z_oPQjK`XCgvJ_pF6bI?f><9c{-bsRziy3vS2{dOSnz>OLT`JCpO?rw28b8I<g&F-u
zuyOr>*1(e&3Ll8i@l`)Age_icWT<HGo$_EPi{>cWNjPjaPfbf~trskK1DezH7a|)i
z4Z^p3BJr@#dZW?{A&yLczX?%uM6qs=aQ50@9>B{#b2JQ2aT<Y%`4^=WhSB_k*9o(E
zO%^D^cZp`rc8^%vdkC4#!=6u?9LMMPiPD(hc&9)^YS4w^l5Rve_wjLOZYsl)I8uwZ
zl>2F`Yinw23tA$qD{i#Of{QuL9AAD~Hh<9cYDa8%278(FdV%|4fFCl!-)02=63wF3
zhd;9Iauu}7ZwVe}WFBK-Cd5yQsyF>CsI}a+5(l*E<!%IkdSDK$!J|vah;D0ETv}x`
zpji_{3T?Rvv+X!{pI*+p3C<dJkvd+1DprmvUV%oFblob=q)-#cR_UOR=M=A#`QGJC
zSVT95Uz>R_jbii|dAk{(u+<@<e`$Yk*a>Vl{w*(L0s%h;oyj@ZLi=s&NxhU@r_MRh
zO^W=k1D4F)?Whm?;Qjyw>7i^qf2~Q--K4|G18^80#=;`+<NP{yNxQ8Wg7?Z>{X9P&
zwVvgBalCD;Pe!Ka?rQ+a&|B74AF<W1Gw?Do*<HBlpV-{o#X!JUfAT)~;lPhmDYwXE
zbV0AwfQBAZzBR*;W^E!rTis`cTQEjpRyUNUMQyNzz&L?&;6aHxbzw<wBZODd$T@N>
z!MGCi`)`$e-<irKKkkZ4WG^~thss1n!yow`D_mYGqq;D=r3D&*1tvTCyI@$V5#s|l
zPNA4+E{*jt&;UrlH2rjH&&A%j<o7SGAS8pne&XdpPb@IJLQQSD$NQ`*<-zqbJe%Yy
z0V;W22b<(bXtiwll?JiSW%M~!hzq?tff&Jw66DTG{Hb>9#p8RmK5eI4g#w&mWk06p
zLiEo23H69HtOYCD#XR-1iNPDCoDT@}nRUg~^vLQ%wpjKW05f@@=}!r18&gdmU1v>f
zD+<&Fna1yVII{jtSY%YOC_5-@RI$hsM*d&F?4Sm{^Dk^nMHK<p*Jlm_3|KX1x$3@O
zB_$=|;o|R7?r5uo7GutG%|fG+&%T>$Z-`Ni5CDp)jfta^gQ+3#-<7SA6$%>%9|bGL
zzbigA9u7|K|Gm%s-}eOtDOlu8ZOol4DA+i7pf{B$SXA8YOet726pgG*jh!f1l%0*7
z{?8q0prJYRfx4v$l$x7|m4fBFsinDv69pSL8#@Y%w2hOggPkqF(8-j-$-x;)DP{|>
zbx^i5G&ZGR<K+0S&i_%_KzsdR>R@bY=j3b%fQ}$<=x7Zk;ruU>Z<bDu(8pr7Ks#F-
zC@~5z1&gF50NOkB@4xQFO^t0$OeutgQU3dN-C$3=r5$mlmY7Ad-$Hmw+w%lkjze8o
z_`8T#N?bg*+csTnFZwV~FA&b=fdJ!=@hLr2lvI>KFvuT~MyDnP*^%H70Id96q{x5}
z+dJ>Ibb9N7K=I*fD!r|+PYeu-s&m?^4=u|1(HX+7k)2ou$dzy!?-*f|I{1@2e6L0F
zos(c>{ir+s&jW5hIL@j!skLDYk=LI8P{PO>2+4d^;^TPo@N!u({|~(hb;n3%BJ%uy
zcL*hWk?~9Qei0Tp<NHsS)mR2*<3mB#|7Xm9BUSo9o3;65k=~{M_oy20G?7_r%uTzv
zpltmYGaBvCX8P^p(Vk=f!?AxUT*_h%`zFzU#xK=}Hmg`S?-w%vpO^Zo_HN`vGu00L
zKjY6;K%32<*KB9j{MUQK$Wk!Cn%$PlH3a`>{9|=!v*Wu(`*F>GQ}d69--$3Bo@z8Y
z-TxW?=3ld$r;~>L|FAg#eP1C4>~h2Z8NcHZ+U)7k+hxV^KWzTbGyw#WN7fIEOKb{D
z<_m2yeJ)qLL3;h}t8qR`(@sFM&Hk*FQ{OtVE7xGq7`VRHLWek0KmJ80{~*&<#Tya>
zTn5v5HRU#~C%vuI8Nc1n@N3PQl1Ak}H7)Ts^HY^O%Zr31x!>rYS~`emzGI+<GMgAj
zm1WK(3oWs1%R~JJJoY*|v8y^BHQAO2wcp#wvzzU;`7Hljf$7;fl@ap$`|RoZObPKi
z$?bi;Rs=iqkzc2I<*#Tbb@;MCJA2a$_6n|J@$Xzcr)e;l&L{P@F~fKQ|J7>Ot>Ol5
zj(ETPaTR0r++7|-{GH(YSiWAHsj#=$+M4To+Mcx{meeuyPdH3>2hFuXSl=Bx9a2~K
zqU%f!OwW$%Ok6;Bsf+VdPmSDCf%AXVM@}lbmG?YHSU1>#E@ro?yQsEOOL>{0!GDcE
z*7IbhdaGv5ARxT}Mzjsg%;!8wsh|>7o_Tpym6SGAY^;icSfXuq@+v}NRUb`OVv`!m
zagef@x~TaMD%B%4F$6kmg;@6zsos>4ZJw9+o1eQ}6<Z7-xMhA1v@z`r9#@7wQ$9bu
z1YO@CUX$I_XtAbeCFwjqlwSO<=6hqg1sLZdDW2EY_(%H{&nRp)92Hei5qltY6QcTU
z*pYbACz5JeywbLNIyz{=vgG-+8pAN|Duh;p^Ok+N-Tt!M-R}M6BKhuZ&MCyrt2ECj
zLU<IEs&m%Z7K|~i{%|TnuN^zXqn0{^He&8V(5SsGKmK8%*77O|1I&XiG_bvucYURF
zQvhl8y5D^AeYoGy*>d*Kxq&?GnH6=`?@>&`s7rG$G(Dvq$jwx58$X2<@(iI7C4g>j
zmCW?h%a(47G8JhH#=M)#F14zS7ZLlp82xXkVCxsJg6nRs;Tqp$V>`k*p1Q|S<a;%Z
zVyx?DX;%hBaGsQ<*PDaMT&ec$s2v+y^MQ0{(TZ({r;4uLY5Zx1x6t}(<mP;<{K(<w
zY9o2iXtGE9v)3!N@*r(8&GoT(>mrMXe0g6`J<D|=7j^e2IXJu^HTCA!jDGAa^X3-I
z%r{N#R}j^!z3@W{)=`MFl+HMo2JJs3fWl%2x?%QbtT`v5ukjlc_n6aW547<)Fo+`>
zK0Q6~B9Ue37O-v0$k&ZnY(2tIo=I-`G1f^{6N0VnxJ0G+>2B?L>yMBLQ(2aA;(5WC
zX$2Omh)OI!3XACU3-8>8?mm7I!sEUkv|FXu!vah4(d(7C{i`I!=_yG>;Zid#^HbAY
zY3MR1b3ToY8YY%~XUPoH-_qV%U2Qaf#`xiEDT$_3p4;{L-fbD{Q0X#>!%;iK)bSD!
z9M)INzWN>0aIAdv<frOT_P8avI`FlY>(-6-esXdA*P$`wTw>6PEK4=%ZgPiw-bjeH
zbz>yo^~U5`KWGv0YNyeZXWV7o;%}cAKUBcSDmsrTpwm$B<&e4=uLhBjzuWe$dRs$E
z-&b3<I~pTC+KB(0e9L(gD>Bu0bd-IpjTe%<vTfVee6!u2mwRSEoU(W&w<ix;f2l2Q
zf+lZlu}C|A%gnaYdSXjj8c)U8mW`NNM!bm={;8YU-8uAWVB)U1->Fi-aUf1aZ~l6^
zHpa|@IWej+>9i=*=x!94#9mXSvN*q)yXVRH8LA-IyEes$C85(Z5Pi98&3HDDHq{(A
zycnhW!sK3^0`wiYh_-2bV9E0N>D|^?)RqrS$Lj}KKd6w0zpZNtm1YfGbv}|52jCfw
ztd(}Y8YTj>Jmj<T6Mrvk=~;<n@pz{zVXl#@xCdgq#`1qU?=Gds{!pNj+}@)HNi?}-
zO2qEWNYe;ys(t7tD*IkJIfS)f0TrKlv0X{eYA^kII3H27^%kMJzt0(0<kq*p--zp9
z=&}~qSA;Xha>jow=gVu;qnDMq-Y9q<eQQW>Q%g~pUB=O#-c!wzm)exi(PFOIzrHF6
zAw(A^e5LVLKqTfIZ)Yg-HRSKD2OV#H^xC^+8byiWdf`0HP0eh7ID_VW3u7#K-WePf
zE!v_cYrZ?y{byuekR9HVKlyXwn}j@Ga{ZH=>8>rufZcZVZ|9pYi&bsbiHiiShT65`
z7i0PI?eaVEC62-hEM4`|m`0aoH7->~w-low&|1FV<rPIF8lI2WTGH5;Y5%~y+p7X{
zv_NZE9}STRg}uIaCfL$1mUSjq1#^*&xW+Dd3KnJGZXl;DrPhQ(A*hW0QU89loga<%
znT+enOi;<PU7VYkbT2#A!qWw6O1Z`@?xwakbLi+czI403{oX>Cx8L&xO6{{hEh9R5
zb)`z1gG6lVZTk~A?()i2gEi#Amncmonr7ptw1<?6$}*wpjb@6q>($MM$%(_XMIwp$
zHofciV^CIBa&HNHz)yPx4mPB|Cyf5+P|NDV@!i4jy(~qyA82UQLz{$I<oGm%wtIQa
zn=q?iF6WRvX7LwY2B98%PuhCq^Hh<>gYV!8$mPcUnuxLSy+wLb8Is~mEBUZ_|HQVa
z_1Np4Vin2gG;px-Y*3^X95+HHf>@%$M`aVwiH#s@@E&T5GDJ@2Mc-N8KG?p_EgR8L
zuH;0v7(v;8A<oq_8U+T6H(wQrH@_t<;&wAPzISsEfXqN`%C)e&fjrtXa5z4zt=a76
zYBc<ON+C?8bQ9nFRvrYV-8<)KuYu!Ef|>+<M7?cK9Z|FMg(UWP>Qvjc%h!GZ7jkRj
zwAOe%KU3<IRkl-pM|~SJ->X$<D%x36wcFFEYe^p|ce7YswmJicsBQm4+QK2_`-3}T
zBVwQFCwZnp3Ba0SUeVj-NOV}ZJ^d>J=i+_5?<mxzdQEGGsTe#pC%90ZkHX-Hev}8f
z*2yhYT|Tr?0TV~FBWTkWX~dTP_R3u2dSo`pi;aV(9Q(Lx?(&jdOGskyeLWw<^rJ_k
zds?n%oFjU9ycfO}1xriy@9~`CflPK*k7i{!o|=~#IFz5Uj?osn_SvESo~&Q$Dv{y|
zTl_Gw%sYnulb0$k`pBDh75Tq<e@5z(Y-`M?rhX%-xr$tghwIuFw7xxR#c0LbpUC?b
z$=zYE>U}8|`APfsW3`)>|FK2TOzH<krf&hq9FD8?Ll5d!(R((qtxdH$s6f<NBK2kT
z6dGys?yG_sJTyJx2+)0d?|GE5vpO#iT~`&$*uFyNJl*vb7B%KZLyK}Piz6sZX~0f=
zS<{h1{^n|cNBP{e41=sZM@!?}iJETS+Z#|;hGzgG;#Ha-$W)h=hRxx-ETQkDoac0I
zj(sW@!Bazd4%IARSBzm-VWDvar)(=7mgauI7}mm9sAlmMN<DLKK29{cC1*Fg+`EfO
z<x<4UlslpCua`A<`J0!QY(o3V<I0vvtj6(<e1*_zHLZFO_a~9rTM<tNcMP6yA%O5T
z`t|kcsu8kR`<c9d9Y6ER)Pf>yu`0>O$9F{OLS)qZ9bEOWJ0uj>^p;nQ!nV`5hIbr+
zXjUIw0XpaTZ!gwtTiReZMX08p_}=oWdD+FQ>gHu-grDRUxQspOH(dFP<Af&cf_fS1
zJo~cUQj4tC7HK_Kxp_Pe9~3mzjbyoEs@J%4)Z|B<jF+b)Tcmm_mec<BNxPk_78;*r
zX8-B)QkilL)n5NRYvP#R`{?R_-doAI$1qJ<YXU3JDeI1ElB?3HUc-92Eg}fD?~j$T
zDO<BK#C@7mbpqDD(|Y)@;Kb!@iPzSqd&XHT;Z}v$5pvgm(!Nkm^rkfO+8txxuzn3A
zJ9<=iCa>Pufu*qyonEkH=FQ8O2g#xD2JR!7^78#SfbJiP)$Z1KvK!~#wz6-D3G%kK
z<P70p2FE=?eWzzKglTls!58qdOHYw?4z`E8#_Dq8SRmhX)&a}ubFOfzK6u0@ZpSg_
z7W6uK+2QeJQH1=xq2*iqS*6AKsfWO#g!b#=?^a+<d+9!^D^XlQek+e9Bwgb~#|*jD
z^&ir>qaAqB4~MJv%`RJ^H%S!{3l^b>OL5xM3beU;au&OP+9otw3KAEHb%B~*!#H*5
ziB#0y0_D~~53r4(Rzo~WKS-p`45GrTol%q4dW85|Zr%SPhquUZeI;e`l9v#=&fV*~
z^Xt*EK=?-eLTSeK@gxtrHlFq{T9iPwnPwcG`TNNFLD}c^>A1)X0G_V>F3I0el;S~Q
zI-5aV$%$;Rdf!wW*zBTyvgBP^+|=m$SoOkVq;}i-Xw#&xUy@T@{KxpYv$_ITnCt{l
zR$RJJwH-k!Q2%DUd^>cs*C}v~Z#+*r#P-DBlHpA2dv>vu3<WbwzLHSy9Y(ezuHz~x
z#us$qwZJXFApnI)7u$*>(BN#<Yb5@epzOv?d`I9lTC)kx>kT#%h7O~DEmQ}(ll+5`
zb0Khe=C6=?y{$3srF8`}(aOO-EVt8tKv1}^cK%gjx4#F=ZghgDWTYzeA5x@)8U!C~
z=#~EsrT++{r)9%@D!hvZtQoYkpnrg_Kc%mN;U7#(E%{*fRw=`TI!?|G{oerUDcOj3
z!b2H0ke8)MU%Y{=3&RONyB!y#)Xnp|=)c+Xt9kw#LKZ5|)*fGKGI8$W{{sYNW1(-X
z^tT82zi?IWAGpx_e<RiJ;gjk(@PELl0dlD_^0U;NcEQWO&40iybV_8uVn6ws>|U(2
z6aL@CQpn%w&CT><#-pD`{sVIVzYenh{}+p>_yfm0cimo7ciO7B#I>}xxU|msbe{0V
zL%{a!Fju@r#CxW#{jNZzM&AhxcDyVT;cmOx-vhs{+>2;05!>VmG}e~9UGLJ4zKPLV
z`dG`pK&$LBpQ=~5l=W1gwAP$^&)m{tIWG%jq3Nl7d!2o(vEmuSH$pB=gNnDh{EXM1
zI!1qG0g&%i^AgVMY-;{Vuu!rRu(G+%)Sk<>?D!~qHe|232+o$dk(NdH!O;s^X7C}G
z`t4$t8UL-gByau5H}|Z)M&uWyK%Xr2;j-cDXl{Aqy-LZPdD}->18*p#@%9#CIXh*c
z@?Xl}OL!^R*1L2N0X|WfiHRw;GuLE!sG7Zv7~O)^;uqu7!p`1M)qP3QV6OhH{EY;t
z+Hp8=K?w%|0mwV-PsG}`_yAP<+d~1u=2!K~#Vg?2Zd(&e{VUs?(%QnS!EC1O(7r*+
z>MXg`)9xAz*c`b<@*lXXgN<UTO`<kPc|q@m0-w0Is+w7&+i&N8E2n$^tj``Lm7GSA
zXL{RL%}<A7HHFMBC(ATjFQoTagB~C9PSuP3BZ_oi4uRxsXR+(gXH!M$BMfd)k~fJS
zN?w`&8?Ryb0^5DkUd6b${#<VVW;cR_9|NXM(Oo`YB7WOa868RH0y9|I__{ye7Jd69
zxjy@Z6l+9MT$oy9;bnEu!1@aC9X)yF-?)9nb9e>Uue?6dCi}j1?utO`mzQBI3G=bf
zC&}$F$ZgVscNOW6$m$9fpZ6n1IegbW9?F<L37m~5L#3y&Y)@1>?c*e%{+nLY-fhtu
zzEX<4NX$5iRlzf?d%bIYeXhv4*Oc-k)=q@C3q)mgXKs9H{h>n#{1QL3j1KQ?cEx}Q
z#UKT&&_bsoWyOG+l-Aq$K3n2);a0)>+HZr{Q<-cp^Xd<ce<1Z<cosD9B^bRJ3DCeB
zvFbn5eKUCJ%_RGdt;V`732-^z_dRQWKU^`P&ITKOD15Pi>^bIUIl=d7W<Ls2@w#Ap
zz>6uqHubuAn{Fq96X{#m|D19^crJ&KMp0T+;0w;#hu{_&-}s8y(01&5ZlC(J)p<KC
z)2e}QR$C#H->sDv53I7>Wy$6B5=dTcy*MqvuB@I4z9(aU6`p)=U1+U@Q)gqO2R7$&
z#eIcSPUMe8M$Vy-gb@l!di*-F-j3=0;cDKhUeQOD->?z01KX_}U(3o)Z4cS+CD@+I
zq}u1(znRk0GTFZ}1=4g1<ntW|A&)8T1FR=Zh~9!ea2@mBw1@PQFOUuhNT047OHhj#
zGfgTUyG)rcPht1d_3Z-^X;zieccK)xBH^Xp93PcIJcgo~zShIJBGgUub0)1#r(r5V
zOYJ-rM?3IjN*eFlo1hER_eQFNR09>OlJGPNga7R@mU|p*@#Nt)cQL;nBezuK#L#_$
zoEh%8jP{er!+~{sT;C_*is8yp*P^|UfHg!KLIL1A$lA%e&G<aN6Iim8S%1tXzg8&u
zNCi0&{Kv+$6V+zOd_m5um&1+3>}`*DFYwg<{_|qquq2%psx8r-KXoO_zm)?|c||?f
z28R`SJ2~(wl*|?LMaIhZY?3Pq_Y}j2&CK?>bTRkKGvFe1k{RxhnD(nM2c8Y>AkMx!
z0=|>_`HFzFZ3j1(v<Q@?6fB32^WGH><<8F%+UJ3H^?$##=|c0Y@56N4^J-jlXtrOx
z=rPG-yip%svWCwwni4oWh%urVXsvAbQ+z(nRDoT5O7v?Mngbqrl%hR`Yv)gSs@0Ru
zAvaJh@pSyK@=&gf^__JI(HOs??_q%zWAc7xzwg^g3-3+Y>7AY^=tamA!JAz}Cv#Cb
z`uNUjOAu^g<6bsKGGIOxMB<|kN|_XSI%y3u7L7aEGAEyTLx4m;l`W+CQBiBl%Wtkp
zA;Mk%|Do<3zccHeD8SgZZQC|FPCB-2JL$M%8=Ve1M#pxZJh5#*u{xf-Gi!b`f53d1
z?{}>_=iFO$_pV*1Du0zY2keBef2WsyE4?(u+?)Pk#y69?UhO}Op;pMWz1&EZWYR2}
z=%F-BuhY97KE!Ds(VXanYgPEc0o=;Vn>*~b&R%CV_Y!=#baSM@B+)%@dL=wY;hwsv
z%e7bMdBDgL=08Qf?aJ~<WK5UQ@9*9hcbwSBOsCXu_3pW|CZ19S^s)AX=uyLS#$0aN
zE(V<^SkSwwal;9lpq769hgtSD_C@O2pfG?vmZjcKH&>BbqFK$AZ}|#CnZ18C>a?e<
z5>Hh&OhlfKR_j?sns7&7-Sdi%aWp^1G2O=UXe~bot(^Z5`i?%1GxD^K3-|o(`WOV8
zzCwMuvQc5VmoObk5Qjq@oc?UQMXrXD^J;H`GNSy#t({Rl%O~6><WzW$6J!(%ulw-E
z7h24&a!*Z<g;Cb#aU>|mfBQg>6xY2CZdaQsJcaUK=Ggp;y+_>Ys|Z<BkFB^rq_YBj
zoLsAF)B?CPviz;e#a3)Roz$)~zqrtUS(f9gd}=UwDm*1N^D4bem{r|}-p@X$uaWOI
z<M2+3W?ru<<2pe75i-y0247M6nS0hz(6}O^RcjfN97*v0bY|-%{`&T9b@5SVLesp>
zhNi6>@lEL(3ik*+MkO`W^H+YqOXSN;a9{!Vwk<xqMYdrbwSLuG_Z)w(WfD%dE<)32
z<r-PhkGK`9Eh_Di$eI(ou)0i4>%{V`S>KUk&`RhxIFCwXc>XtKtKQM0pXoAk2-BI}
zqO_TlmGAcPIS5hbI2cs}Bdtemhi|#VzC;(EbsT>pT(P?Tx<7n`<og(PC<@$!FzQ0|
z{zvSCnaA%um(#wSkH+z=tM{{HuSL=1aXWy`3@69lzWLM1_JVZ))S|NUHS?oYjyYTH
zduO$-vvZ(`HHn7v@z3m8)|ESq+xwJe|H|*I<>AI!!%gr-Fx6O1^U_M0Qsl)Ls-qrZ
zL%n|5&g^d%nd-s^h8cZ!UsO9^R6YZYDrpep&L7;QRkNEh0dkLvG2x{<3NMgkPGs-`
zEFSec5inlGe?Ga4cm!I%9#lS-zdn`L_JGpu>Yb)DJ>9X>^Sx>bE~Te1RXF@Fw(V`?
z-v%_BgUj=adcuGS+-{^?&7$_Ln$b%+|41eaPy4Cbcv|vxA?m8W_MN?~1A$_tGADe~
z_yNiO40M|IU8Ztc*<g9Y0E#@_1&ua7HpqbM2PNuGQJbC-Xa`FSHoWH14`QRXKj>k8
zULaad6rOVLr2s-24)0#W6+QkUSxsAgKls(^eHKdWloUT~Fucf<R>6ss(MRybYy^X2
zn84-8`fWI}3J$S2dj;Dge`ddN=Na_VOvwHjnFMKR@Nny-p43E~XaMm(Egn~mFQjge
zaC>ibyL|l3B6~b<bx_vI^Zjvyg`M_JSzA^yFFA0zzq$-f!QQfN@V^uWH~DZy3^=-D
zXhd5o|2k25{Kh+5)>G0~>+@>3cYFRNqIex~XMnMH5|@A2e0#U8FJ;I3)J@fo;XV<;
zj9ZXr$3bwv`i*N_8CZ9#reFTHemRgas=%jLb)~S<Rf%nd(X<fXp3jx4A*x&bZ(|CZ
zw>JFci2=LeY&1XkHfyzimK5pxB63;Yb?@{3Z`L}R&ptr))9TXw+>LX<!ZsInK*qm8
z_cN6$TH4{<kK-rV$49e$6OJL{*QX3A(lvs~wO;iB#q8NnKjep(_B+E~od28=w}85S
z52Me{LFqz;aIKKX6UOknl+Q40n*YE+o3<8bljHPCZvt?Kby(Xlu;pHaD$5XfPFi5-
zVB@Rm`LM1L?_Rzpyj&=G!5}24$*aG3YZAO4UbgEKzq&!vqkcGTxF6>@D8BBpz|*sm
zn_@Q?XZE2t$!K`;7w=h@gHZoJu<`nQyV(GhK^=<KM7TZBsNDDxPlyp5Nb^y}UbT(c
zL!oHGEcXRKnT4P)Ar(#H<xB$E{Z0S%Z@0E|--&bJ)MGQwHf&B}_|*ItzGY-IFTZkj
z%>U<8cKJlv#-ogY+6dg3*X#4IJl^|qx~TCN|1G0R`e$G7m(Z7UR=k;Qk<&evZyuii
zj?EO>9?aRa4hj90gRN_a%1Q9<Y509pBg)(Ra6Hl~lI?mpQG-rTo!x!YE!<?a*~>jA
z`DJcL`#&mJN8!~&_XT+CIWV%`+rc*WR?q7^b$l(iej{6eIGgSm|0k%1##4P^m-u_G
zXQTgd$FHRQ)&EOeP5E*m-nsb$|NqH_U!Qm{<o`I?irm-R+m=&Fy^8oBAq9foQ2rlI
zL-`+SrxaG|!Tq1Q$kucx_<xDF|FPx&PZlv|>7_fa|33>~^t}@5<JV`+{D*t%|Mby5
zjC$&#n0L{}+bGgtv;Qse>!?Vm$tv@*1BJh2V9u|j`@a_V|6dunFURsR_-_zuK+yAQ
z!o;0mEm}{T-dp1&rNL9LL*mV1e4oj2{Lc9yWN)L2+~N5L?y_(U@kIfm@fMxcjr6O~
zwPmNZUpfP*Yd1J>Z~_`7a236+zDm%;)Y|)A%e%Qrarb=6rd3Q@wz-OOz=_4nbN5FN
zWN2W`=H~2W0kx@$_ko18w$5xiUq@>>RYQ5X=4@4cxpTis9o>ZDFYp|-*UPz{%ejvN
zXcHA<i~82O=GJWqmF8Aju9am%e9%=K3X&A;%dhwMVsJ0D7|Al-KlQ!5)kN3Ca40Bg
z1{EMw)JNE;m$1R^e)Q16!2aToq7*a|qP|(xG)tur!#_-rcBJ@3AaA3WoxXu$iJyZJ
z!-L^*Q3xSg{B(@C2JfO=Xv8FNL~y9687SBk_c%`_S9B7{XQ((3xG2alQBe>MsK_rc
zQPPK|2DQCui1$(j*E1$`u0Cu6LQ;HOco(c`4BQ9ZM03ad9Q8W`<WJ#(TxbH90)6D}
zHJaegvppiy;9a6|eW4%Fgs-m(ec)XgfyENeZN0o~U)w9&l4<HJkLuam6b4tFC4^|~
z>J$X~#`!?*5#`?j851a6jQHwLiF@+nWg_J`*;<C$uY`qJAeGMBT*wuf`_En3y4OUk
z@^pl-;m6ixAGoJIU#!(aBO<f3rFUB|ryIEW!sV2SHf*E~!EfpQ^;M&{+qEXvI#Wax
zh9Fn$fP0W}X5mNE!}w=Q0PNe{TxzgUz-=#X?`tn^&*s(}-$c_FD)!2LztxDoyqnmT
zj1;WJ=&{MwZuI07v<cLfZ8Hc6q)a==-SJksWYLoi%ve&I)aHG|D$X^W;WbJR*tqUF
zLo)o=!RP`GbeexrVC!@?p0M&wo2c)KTT)}q5-!{jUp>mh7EU(x)n$uvu!3!e^dC~C
zf#q^|y4RDsD)J=Ad65V;ad!S07#RAe)dP%^EmoqfcXUFwjuyt^C(suyt$d954Mpz?
zG7uKF50uj5o-M3vtI<oP+FzQYQVbKKj}7vhBa%~zP6RY=()e>}gma2{j`tTs;Ndth
zKA_E$NyS%qbNZ9>X<nm3KpOo9OGgYllwXXw4VAQY46UVhH6cr5^N#WtrAkf?X_uYn
z(+_z(H1o3IC?yi8@16FBr0OB7G;o>}JSy?L_V=~Q%(Ll%V1P@hIZ*>T-Rsw{t7j2U
z8lV9}=CU*ULAtfmHS!E##@@c26KwvpYF;d2C+fEHw;zpJ!aO}xO~IC&uZz}&#?M<x
zucEAhPt$SR?^nalpH~s1>$#*gB8k>@ZA;njv1VQ~en3!>CZsC4YsJ7a@kcF6((7%A
z@hRty!;ZcC$6n^e@E00!bjrT?$6PEqkjH7b;v1gU7l76T%K`%3Zx$I}VExPSP>$H7
z^N6&_Jszx)^A26bTv>!pC%k~~wA~mRB_R;FRhz|@TS2w~3vE%kg!6P0=-tP#p;^B=
zPoVM|)H{9jdJ?;!)kHICN9$XA#WJ}<dwimo(;J=b?(PBSrg6*sRq+z@R=g!~@no>F
zjhl5>j_~>t{=Re5Q-tw@B?Q7IpCM+rv{DhdBEJ4m`uCq{mkvAgGw5RlCu#(dnJYrg
z$JYf1G4YmCLs#r}rH_p~TD1zMKB>u2E3NSz@@S)licKWMbtz}QZl9vUqUX)Qx}xiY
zunvZ-&5dM3z7T(0)u%<3Gt8Cj4N5%-erQFk79CZQgL_S}C^fwwYP5S0!n)h=d=Y78
z^a~SPGZmRG2#16qshO!|Hx<?%*@v}XNMldN0f;@-tMiz0s+O$-B6&-p-9uSMERP6|
z;M+{Lh-dz#DtIsQ{JFxJqZa_A^6;flgnKBYf~Z*KPs^i#HdL>U$P>qq&G&qiBn`C{
zkbLVOv&Zv0W5cLb6q>N#@MeB5&*`+E9d8GPHQVp0K(ApC*%Q-rZO~+nrI*e*6kDfd
zeX!>wWiu{vG&Oh6CD}22n?pNUW?UqHF4K<0T<7Il*b8-g_>8yLzrN*sFu4o>3#eoF
z7-BOCl-Icl4e;t?>*+$@NCwYS?7ZnXf{Y5ljRrWPMIlUGpfGH(;fO02BNniOU!YQz
z;bd?V<T{nAIJN(Ckz?}*Nmrjd!U-ez`vpj_f`=EoS=mXz?xsu-lNHiN;~~G{h3P<x
z$4NGZb`Qh*o3tE<RP>6vm|lgTnpB9+9BU)=6|FC;q?=Ie5s0&-Bw)A8LF&3-p3tLy
z^asIHkRh5{7Sh5I=hd#;xWBrPr`4~)x>6%K!lDdp7ogICeUKN0+(AXbx(2P{qw#8W
zgc|#@t)M>sY8?&_SsAW`@*d4-`%aSf)d8Q5C023gn83wj6bXemgvlu$lIkn~Zg|9p
z5Cb~1Kfw=frpMrq16NgE*t<*&uM25+6;xNPdgrgq)GecTw?`e;Cf_Pg@L2FIuSycR
zd{bxA%D)v<B%@0Mmqyzrq{`=D3(E$2vcE07_LF#Peb@v6r-{o1bbYTZW5(I&VmMx&
zeqYcUaR~HG_SEUJpoj|T7Z+yXwQzOiW`;UO3`r9|T`;tKu{Cu*Tvt1J)rErPZIt`@
z=VCR}aXZ-c;gz*kXw&s@{5Z2PVC(kaPEqAUI^(tVv+Mfe?9S&g);@E!PEIchY&S~w
zr#Z<~QeCZoNP|~zk6QDu#ZG~pjvHg-FxX<enR%?^p=|il8nu}XWYZ=^4dQ!+=GuUx
zls)&B&WhAfM0&;5t;H<|bta8Iet4YXTn?iJO>=u~{MnJ57K9yFOE~+ul@*BS`R6()
zOFlfrut?}e-M*_Eel=zBY^s6FqR`=3)XR&Qcqg6hfo8R`4m`p^$PpBbAUERN3}uiH
z+2ROC_V|u5tXMxa?jtf33y2vl<_faO#-4yF(QtuOPN#??S|ttKi}H4n#=2~W^h{f>
zVH#c4y*GHpq)#@Sl0X)gG8AnRN%OasIm$Rh#V47;r7xLMQLm3rpP>46A_@$I2%tjz
zJz3(btD(4^SLqHh3=A9{CQP8zIx5OuEPu$6OEa3>%=GEyiC)yJa193BtoSI}(PQ$5
zSV`kfCm4UZg^ibCzN|1-Rw=-=isDet*w$%HO{`98FOc)9w9Iq(ip)=H%bncFXBQSt
zo^lL3CR_<SFcgs`+;BlqzOY9Gy*4GUHp_6a@3}1O-)h*Vh}QS`bd_n?Tu3)6+~!(l
z2y=q2YO<0ui-PcZt$`2<@7Rf}t6O5YM+)=`&gu|fpTW$P#mhjYA4Wru=UxuS-bVf~
z0gI2q|K2C6RC?QP58{?+jhls5UE%+sjNO9HmaBEGXyf5RPRJzP!hzuy#UkLHPFUCi
zv7Ojmn^NbW#P_RSo?~~@R~_u15An}+fMT1CD~keqz48jK_QvttG-+L{sB92F*d}*!
zP)4*(YOBKUoYDg@PJVm`y*ZYizi9(1PTeBVd-K|2pqK9lRbAU$Xr~0b7_Hr_d=`Eb
zLdOg0`1^EJOk`OH><q6a-Fk9AoFb}p6Kmb-sXMbuw&1Ino6dn+f~s(+NJr+|CiSRP
zER9!VK&*&&Xwvj_IdV!=o||OgWU8fR3jGBQ@pxny8ntxn1=(zs$v3Ua)$eXjs@zx*
zl?tGv?>SboCNZe(Arsh%NH~cozFLDKrem`B+!egmV>o{zUDcYuK|aVvh7Y0;p}$Xe
zBUV6hU|!YF;lKS-<$=LML4A%Q>O*ymS+%SnT`ic%p_F?J*SRHoBT=@7R{xL+UlBIz
zHK$mr3*;M!q4Fi&%^jL>=w5LV+htUB{t(lYuPnaDh6_R+3-TuWhz6ma9a_3rj?;MS
zW~2i|S-bDYYig3#EzNxGDo3czd?}nP|Kz?L;*K?0AA_eHDi=I+057kuSS~JpK6?DX
z=7lg(fo=J4N}77ut9{(NB>Yl8LaqCjmwUH;k$qmY*5~VLh29&n$$~yhBC_AhIdYKT
z4Ba}KXXJG;vSZn#n;Nk12#Uxax-Ff#nfDG#scbT2L!-As^RN5#8=P%xsw|osflf$g
znx?#$Q-O#xw1z9o_@MLqr?WJSSE_#$pevhG%fbB)w95-^I!+p!#wB)p{B~vM{huB>
z_!&_K!}xzKl}@+${s@X4QziOAP$Uq!Hy1fj*sP@3=036g7O=1Q)o@dl*LpansU92v
zUkqQdx!~e>^&KUwU)nFLk$t!95f$YHR#hIVSbb<8i$g8OFV|Atvc4R-zLes7e@%0h
zU6}bG1Z96ive=#NUaJ(~ahh73)f`b7Hg+^p7`}m#aTr^C51)t>J`ugbx$#(&1ir#(
zdC0p|FkI56D421&sHJUammD?8tdig!DFJ&3Ss~k^MWRy<aVW)6?@4tnI`>}uy)w%3
zLZXn~b~@&|5Q}1;JhVUz{!@Tl_1u3TD%Cf8@;n}heBr8oRj!U&vDFqsS0`!Vu;(BU
zMgC!j;fp)))ql>w^fubmYy32FRn3|6v=K08>Lf!uxL<a(h!7(J*F-$q3@GRet#9<-
z71M^#zIzpr2p7Hx8uoOaMlRBsMFB!~)`>!T8NQPIdpUa&tV8SR`1WQLx%~ZNCg<;}
zcZ(=wj}vVbzLBd7BegujQj_mS7ub-ogf!4EG((e8bLhvE$-m7Dgq1_(@1x}Ymyw2B
zn};65gYHIUtzTIBJ+w9{<N(c04861$F_al=gEYcR%aW#@%!O&tJyOe3JjFjnA5&BD
zsD(Qn$buQJ-#!%6F2V4qRNiQ7*wJGiFHz8+bDe(gNW-^`6gZZU0B^`Ch+IC-ue6eG
z?tsrZ37iIC?NB8AAwq+324h5ZI$!`d2!jiR8?p6)B8$ti3Y9m(O_zn0T;=ojcc`e?
z{kq$Ft%CGA8Y$#DrdhI6i1+o29_a`b7`!20RsWmJ%&C7hB*$`}En7XIrl?C=fagk{
z<Y<vu5!I3U(#rqNk77l8kf$-z?d>4d2WK%RNS@ST$t;i((i2$q`EoqkER(#*UL+@{
zMb$Y>zRdW;@6=_+DeA}P5OC+0ZvflH15kwF<ca5%X8+;4GHvmUg5&(k$1P)h5VW*J
z|B|A{;emDfP9X53C@sjbWwg1L=F;?XtBUeBVH+$9`;cx%j}p`nbjDv6l}6*vL)3d2
zSbs@eln0UJ1LZd-ouI3D6Xz&YE8hC&z^A{~o$Ec@&<24o57<_ZZakf29{&ch%N6x9
zt6N(MSJ647`O%TqRBm*sRDCC4e#c=^GYG_C=ikA5U^5b-oo=Lg)taB*RC6WE8*MD+
zLk`tpCfpA}xlm>Ey(AiYMzRo{ATV^kL5lGbDNx~L-zrsdCs5%xqqny`7m{ZMdOJ5j
zoZL}8-uwE$1e&ly$6=Co3Zo?17HOn$MtHb!Q(MNIFoWP2*W~yQUh)pKxo*zi(^{l(
zq6nhzv#bc#A=9iLp=wC+i%c(0Oe*bcz{UE-mNb#2wIuO^+`-H*qA|r6#XNxEK269q
zq>3qmvo9`G<N0ug5}GBnqcD=V(TP-4v<y~IhA=t94u8~{eBHRx#5f@}eBG$VhAYu~
z{f69k4|H7I7DU<4NHY&m^hh5nQ_g;+Qa+<;XXe1r6GFspsKi4pqU31;mA?+Rmac%s
z)r?92Wl=i(9x60dQpCk<Mvz?x80BOeWQJgwwdsReirT+5fUB0Vy00Av3~qeKPC$~D
zjZ}b<x`)Y0KxWN_n5@<grJ@6CP6^4HiBkC1DV8H%flf>erl18qFbh#5u@k0-bf0P2
zBfD~|Yz14c{m6Ro%efe7f1<FIK+e4rsXe^kk#U-35FkiK1ost<+O;30v)s?beA=#_
z`wOJyFN+=^4IAKlTYt5+nv<-!L;ApcC6w!2-gTjqUz-fId#$ZluQEdv4RmHG9@It*
zJji6Sj_YR*)8c=KBgA=%4$wg<n8+|h%S~de>ca7QM_@2W3MNOIa<B<QRXbA6vxW<^
zRdF*U*(XCq3_#N<B3IhuBze-4H+5?8Q!P0O1T!hq{?bR2gQ<6sKp>G<#%)HSE;nGw
z1`Ns{ZRbcCXvj^CQv;URw*IBv)B+u$UNNk=hd;phcUBJU0r;s<iofV~k~|c1YVw_k
zWlOXgGxG6dtm;A^eFroUQW<Ke(;yF>CVzxf2CabK-sGSQ3h_wQ+x4}eBvoy+k`tW*
z`~w_jH1NWxN%sFG?G9B}DuTXs!4IT-V_q@1<wI|!@Ww*I+N>hDai2{gC?tqeHWl1E
zHeV3s#sP~3c#3}q#C5bT_?k9V)todXI*k=txAIxE5k{1HlIGzpvbFBaXgNU3c(8gh
z{I!2#){s$2iN1n95*mj46A8|ULB5UVx5oh!iYo)9G=%dJY~wnLsCo>ig<~<dKMT<a
z>rUqOoM#$%*DwQ&pkiQW3_YTZ=0isr&jX)hxjv1s(gR0;Cn;?MtHBUEr?MF%a6s*x
z!6i|U(3$M-H-cZ8o$W8c8VJA6^M({>u}O0eF}U1Jj^vX}Y{y}yOGezF@#$^kmH3(<
z4I#-SS+zknb6PAW|B(Ojf#Mu2>$)BP9LU?Vz5MaM^?3EvELzou^7$t8(_82Au+q^p
zp;p&fNMeNN(NlZ?A*^ToA`e<<E`5MrX<AcCtEeg2PIish#&EPUnKHRC*mEGV=HEES
zEfw-yuR;M-CGHVMWyWK1cUGL?lw`q-7AT_)JyZ%(UFuZ%CWR3d#>i)|%Od^!z{Ss&
zdN=2HE!#xd@-!@sbvv?q^0c{?brkID0&h@-C`A=`k;mU})XAO$VJ+U{Ia9E1;{mu9
z65NLhYECT@*Z~FMvGUm6u>_ic46X1Uht$@1SbhJUbW47kV<#<0wl<QE{-ZMW&g9>m
z{C~MYGG$fuZS(pU>@E0gJRKSf@DwnVztnH})b4aj?V2ZRpEq4PnBZ!8o8csIfkwiS
z5<5@{M}w<_no$~^su)DHNE$DaeoxfinH{>_jF-HNu=c!#_f5!L5BuZ;o?_!*KTH(}
zT_k$RZ-x2U@$#5{(Dq$HsEd{|b3x^JqxJ53=>lo4QBaRU%SiZoiGc!8Hg2IdkgX|V
zK3EBqQe|f5q?U0AYF>vWC)sdT3SowP8?bSB(JG!5ynGAin0^wtC|*%4nqfT+OcpGD
z*Hv<qefTI3C-$?4x32ZeqAR%IWZrp?Vk%&Cag`H-GsNh0m-NrwZJ#4=LDHAeT^eu1
z2R-L&O^dsix7xZ*z=QxcNcGgx9;zd9k`oj()hTFtA2M(CyCj-opx24vKxm?)R5Y_U
z-s~C}>mX?DlBcYrp+^gO^#edCM!T#%D?6^KjZ3Yse_;KA3#?t#-1Amv8V7@IXME6_
z@5muGcR0&h!aTSHrlRxnAIwZZq}32_X0hg(*!jSjH!e+ni-)(czvFMIbCqjD_&vz>
zSDKTf+1<5y2V4s*`EMATGj$W8;BpqQaRg+Actpz&E$m0gl7Ki@rp(^<hbRpCVrU$l
zl<dxZ#UEZuadvC6=~pqC*$mDsS4F!Y6Gjn1{{jjH4T(yAhO(A0$>Prl?qA{}BVl&D
z9JJr^w;RqyOtbBGlN3pP<O8STs}kVn3ksA;D&jZAgv6iGZn(5)#BKwVoa25k>jvR<
zG0?(>Ymhzl?+mHB5X}_B(!rD#oh=J$@d-p{!#VMZ5bd^?1b~fNOUqM^tEjsQuin-T
zfz-9+ZaT@nCL*XDM1Enq?b>L5;Ahq<b&aA``9(hoZGG8Iu?YOG4BBz#sTXXAB1G7R
zAf(PEtVtJU`=C$Zb{ty3YZu#A_Ugp&YSSGubaD8+r5+`^Hx6uPaY1q<%-FB6+qb}L
zHAUQR7lYJ9X)(Umh$iU{1Gm;We>75z+VG+2#nl7;-?ZQ)Ft@vMqTxM6C88e9vbN#s
zv<5F3I{M*EuE^@F<1Y!x`DCevRT|Bqn>9<y<5+BkIk#SJ$+AlvK{YAveVb*-2w?!%
zv65R0d?y+07yNiOr{i|~!vy58X!D$rKAWo&Cdwwol@d$f@&q&Dr;9@sppa4k1Yrh<
z{J1@#?58iIMi^>GS@;<ah$*X*<^*9_#P8EuDtr0~{ed2Vz_lBJ#06kBoZC!h-TkOV
z9QRu`>~ia7zRt|ROjPMqa+o*jL2^|(;>HA$6c8b)AfW?06?y{kKC-p-mio3>aYY&K
zE-L7g1UM{D!Ty~jkmFKkqx+>TIA`4{Ta{a40<td}NXaa_NH38Mzx>F;i^z?$vvD<@
zQH&q9v=ht-;@Tf&M}?0=RRC$Gkg$)GRZNORRhxeX(#jYuqf<`%5(&j4Y$LAk17-Yb
z`msfH-9Nwk<}iym+k}U1s-&EOudpltcI>7^%#?t`K|FelQBnWJ@;gN%s{C^31y`Ti
zDSLhH?*KSUl;Yp*nc9p8av@7h5sdN_!t07zEAW4?UD;QG1&@}Q`P-~qUX4ADs{dHk
zlkAIi+<nDPJfhFoBM-`vwc9m@(E^(1V>B#nvCQq)`Q}#SwFo#Bjy$qAzkzpw-1>UD
zjQIML-t_WgPu9VcSfhXPDPyoZzH5ZU*eAYJpeKD(x)_i4G8KZtUH(}GL#J3IT)X$C
zb?Z<@J^Lbc3Y4mJq5uqM!{?D|17#=MJ`wnYN!pZkdV*rSTdS>>+#3qjf^>zs+eD;%
zBz_3pPl$;GcZvFGue?_BUM#5U2xFP~b10)wtsDD2#KRXdBuQTZc4?h^U+)@vs}EXZ
zt{P&~9O2oE&B6Ffpnz9n+;^22vJ;_LkaNgm)1>EMEx|#$hf?>V=~&jMkW2jUgMm=5
zXX6}^+_CT}S|yk;KrOT_>`?z*v`YjOujll9Bg<nU7gYyT520{(61po|<NROtON4bb
z&bHz6OV<y(TVpW=*Y$nqvoNCI@JEg1H9TpqSK$#)-o7{(FEY1OJ%Qw|Q*8}_Z~z$;
z?#x+HcNBTcxi!0GZ>to<!wyxeI5?My06pD|gG-O<(4JH)PqWr-PWzCtu<Y!w+f~C^
zMOHq$Ny^ueo5}lo8CXbPld3C=fm_0%&DQa0hD_&5hn481p{p*97m77ax5#FQYJ#o1
zqawltM<rfNLYyRJz}@*@J@E@_&9pmF?Rco-{YQCpV}_lPL6?zTdA1>i%PJXX4W30#
z5Se46+3=s~XnZPin<yJ}-o{4>ZV2ruM2e!B3*mAXIkMk55dtIMsBUt}h-hyAvZrUa
zj)`&;X`;fe05X?!p5zuKxkkIjD<v2Z+4n7DyI&ro!a3dy2j(qB#@l{B=P8kYY|(=+
zf(u^_z5y7LG?Y2~NxmvD0yugKqbKx<h+)s~7{}qsY$Sd>B=+GYdcrdqm3sViAa{Rg
zgN$ClL`Hub+}uiLxpG++aw&EHkkh_lo8b?xxLfT<`Hx<__LC&u5?KU6J6_111|TOq
zM#}mxkOGDZCx#?PQIm1i=*gZJXmlrgZQVs|Lq?&PD>w4QIsHK@UjkFQruhxy@F|V*
z`=5v(;4Il|dnZ5U_1*nSFu0h{zQQSV8xbihbuoCf6E3vW&)k6xgoCFHCrN&%XlDEc
zD4iw0+V34Zg+x=Z(iNTy9ENz2o|t2{N_3?cX6$ljfO<bENLQ_rf8YFdInTJFY`-Ni
zp9fUM6TrPLJ0U68dG=XlV`*4;UyM9Av)n`38cd8dI*bXs!tl1|TE#BWil3W`&<y(V
zp3%H(OY8_(Z&KN8dYeaN6H82qL~wA&ZjA1@lWE5wg~{QD`jIkiN54nz`~{yiuQiU(
zx{S)ykh)&P;s0Fm>~8S6vsD%s0R#$W<T&yf{)SB|G>&+9C}+mdJ4q$I2fcM$=<+W8
z3dP6ygU~a4JJ+134F}|?u57?twK~pBL*6WZgPc)GxQ8r&v;;oy*f^^$?rT5zXbBIS
z3lHxLPlsS`_C1Yu94C7D%XW5A<_}#}nWty=0=`(h<;&hK$xG@I#(h-Ht3=GNKvNN@
zCd~G@jN4~*0F=1yyUQ%5l+;$vH`6jX3xw+qx{7h!kwTN8uWpIizn#IkZ*3mY1|*M$
z^^L>@qleCOfK-_=)oYT<+YzpbaS95N?A)b7`^OTli&ZWYf7>o<-l@v~It%AI#dKox
zjS2cm8I5GF*FH#p%KK?W<&m0=E}$a+&Oop5y+m;_tR?ZdA!p^BB|}<)caD!(W$Nh2
zWHhZeoZRbVp}M+tP`HL7eXAO2V_D=g$?~Q@=o}icFjGnSB!Y@}v|ARD57K1|+T?5B
zK6EAoaK38lTuG^lJ|NJ!51<`ff^CATzG_zZp`-W<9c|fzj<6fIh@SoOTI{aZDnL@>
zptVJFn)g`?@c!5K`L_syq_NR@ijPZYSd`$~6#C4}H_aNunnJ`_+WD=6D_zb93x(e9
zbmqI3{ssxSA<CHBb;TfWg4xJDcZBy{HD0E3LOU=$iTon_bW1N(+Um2!dY-STLND)U
zK`KQ$^RU3>$FDjb*n)fzbJ%57N1UwbfVV4*A%AW@-)3V^;(cU@)!m6rA!N6ymWob9
zjSW%|tY@qRJbx?10ZBLqRVVe1Rf9V{<{^M3apvN5grkmw5AJRwFSJZ;$eN}%-V=@)
zQx@|Bb{+R7rSYM*Z0@^a_Ogf(suES(-e8RV5B+bxBYUVdd9=)rRTGbqfJs#ogl2~5
zFue~&CJ33Th$JnMy+a6a00AspPJ1=>0wSmEM~2Ni*K;?unMgWT-MM8`z&77(hdmW7
z0EQ^W;-#Ym`FY&3`1?X?;00UKu9x!afG4K-rVl|S&!Klrw5jX_r%L2XdSCX$C!43{
z#~Da7Mmg)WyxO+!xts#lWz0G2HY2gmRl)$Sb^k|IYMnvhE7QU}`ap9bmM_K#6rB;+
zUxfib{Ds%l%30RL0O|hQF?Y1)S}XRDRnrB+LryI;(&+RoQx2{Q)ys9Ye)`?xQC>z-
zyUGT{ueUT{O?{=7(ZgBoO!S%!VO1P!kRt^mv5MGxS_rYa>X0wg;Ugupv2Py2S2u!i
z-}De?;?WY|F)3CRFwy~2#trKTGuFO7Lm2iOcw3cdXkgpc@$u?#{_sKF)p=@SuzDn&
zVE5NDHgTyI<y#^p&_w=WdvfgGtn%+$A1FgDkt~kq?R~JD{f9o7Nbv6Cvb;A<jx$0u
zqDAol6uV_q+MsQ?G97&W*?e{()_dquu}SX_#Tya$cg~xE^Q&R1?otF>yRTH2%Kg+7
zNJNIzT!hOTGv?TD_5x;Mgv*^xuo|gRmaS|S#K2K&nawak!H$h+q-w4)5dzY2k@@8X
z)W#dWKL5Emr*jcau-p&D0^93kU@}mbn$&5gFS=_VVr0(s4a%A}ED~Nc)b+2v=;^YG
zpDx$8mv{|v5t{I()DK;OVpvsO%D?t!mgN2|?i&5=r%7zkP)=hotIR=ry%=Hcsn26x
zx4m`p<Kzvwek|jL&til$kkEeBKHx%KFfy5PU5e_an9j@DF(E~6FmG$F64e2*T?)wz
z^q4dgP7kz_U*YjJDeKT$2#g>4z%I7k-z<!(M;u`_jx8H5v_F-#h;}=hP55ZJ-1;Og
z=9vNm_iQE?sSkS87AcuVw1y*Dl-;<x&zyBC-0iYa=oH{FWWdfHUow{V%YuL9RFi)G
z^Pr7ZIMok{N<{)G6`<euM_fmrOhBG4pMYTzRW`m))yHclGcU-=<>PH9;BMz_HFPh#
z$IQ|B#^b3e$0?yH)BF(=G8FMfL(DEC#K$fOJCE6=J!In*BQ~%8et+jR*~oa$B{8^d
z6jN-Vbl#}N?A>dl5HPeHs3t-eEQ#r7>_H_1Z)q@Pb@%ICMi!cqk}N%uFGl(kno%SC
zYS_y3eGWlll>DHEy2OgceS|+fQe+N@>uBe;YM?Ek5hztXV`>nME|Z|>YM`#NIVa<t
zP)wW{WOk{QCnyZgsjJ}_MDB>I_^LQl%j4sYq;-&T2=TpU*U1|ECsR?|PPK*g43}$z
zwfMrfXY2BA7!yEMA;XdiPJ<(vk9Bz$$In&1({`7Hpsd6)+g@9NvEk>_owo(M0a4NP
z#4>G7YyczPGel_7wShs%r6%fT42ez1F`anl8MjN9gaEBLG}caGG8U^kay|*Ux^6xv
zxHOpDbF}Knv4*fye>Y#>IQtcrcr69pckls<Acm-3AQu{X9B$QX4tVI^Ek!1b?t9vb
zO4FmJ1XGsbfY%x=zzmwiQg<l(O&t~uAZCyaywmmzOGme8jJ%c&eT9>K6}}ED^+bcs
z01G=8vjPLm^b+xC(e~4LP@4G={lJ8@N1SnpI4iF3<Fmt~&xefOfE))Yg-=JXMjhqC
zbdP}d7Psmwzk|Nva(<OIpsFApK>kSsZ+H_kQKilzh7s)I8hxP*+2FS5RU9d29zKU3
zx(eGE{+>HMlCT7Q668b`D8i#VAr_*EM|V=Ej}dd;SY4`$Zd)LAc@W2TQ~iyc)$g~F
zgzK2}`~YX!f|Y`++Oe9rOO0L?6|enMdRF&ONY$17XT$<Jdqb6p6iBRiHH*YP@Y?+K
zYzP@4Xm+hXIKD?17Wjwmym%WeIZcNgA4dDDQ;c#;LF13r(ojW^>l7JO7`Y?!{q5OB
zu4}m01m)lig}LN#6h^C#E<q!qr$xSwU;-nt+dlZj@<agd?_4RBm;3M|Je>iJfFIsb
zNFK@(6#8Q7U6dB#s>*L>#~C$OVKhPrnks0$w0U}a_9@&0yI1)HunRAJ_4l@(l(yxW
z``*dvv`2^dR+(NMayztExCaGUXJIhk2aMLV>zeL0DDjwuq{GwACF1`ij>;2k9L#CS
z!bZ<04wzig#-RdPF2sjHX3$`sZv8uCH<-{&V02B0eWyP#!$ojVAexquWWgLBn=nis
z#jij+Z|(hN^JF%}PQG<L+oJR5`IiNCr+Y{pZomXBoJ@%Rj|NYbpx2%qpJ2E=yl608
z8R~#n`5^6#&Qc%Ze%|7@wjG4Sw7Sd$2>0RJ_!?0fh#K{7?bR@~@FwU=cfAL7#|-`3
z?A)<7`ck5!)y;(i0)JjkQ(7aZ2tK_ws3v{Y`U!?)`Qh6NB>9QP>T-wLfIc=}79}hU
z_b(m!ICuIwbRE*Ik*FZwk9(*kmwnF-F@C;SeBQ$+NI*c8xMYS)S}fbns^kdYVUTJ)
za*`K&EWyi^#=$FO>gY{t=LP$WwVI~{k&|CcCGXvPb9v%SUMtIuJPDP$GeSWIRZZ`l
zV+))VF^^4C_wv116I}i>H4CDsXn?ntP4(H2m|UF{WeF!swIbUk$n{^(pV3(E{Q?~q
zF+Ql1CT!Bi94d_9g_x`Sgjjz1B`G0(zdn0f>--h-2z(um`J26mA}CqJT#0rFv^|xE
zH%0G#YPy*1m{scX`R{FB4>{dz>*;^Qj?*a14JhG+623{ynjXNZA>AyXarlSN50b0$
zVlAM;JV=T|W(AIk3LbEyVE12HBi=>#7LveKy}qS(Z;g}G1uVUs5g9hM-z-LqMQB8v
zERgM5fJbA4)xX^Y&2%KzT#RR?k5<DnFYs3`*p@4$JRwv5Qnh?ntq5L1-2b<3BsW+D
zrAYiPOa83ghqk2V3T3G3oUg<BqLsC|=TQMraLfQS{R05c?Hbo^_xIO+CHy*cbA}4k
zC{Q6u8#i%))d;ED;MSfv@(`a%TSgvxdAS)2ttWwL1Bb4bg#4#yh_>Vk*2IWt%3&=z
zqF70Pb*m+-q3mpm7_~y+?S04Pg`JA<RkOtir<cgGK`~~<*oM84FIi@?5@!!{a)7Ya
zD5Av_aEE1N)JK_Hyc1D>PX7jeB}`H~GX&^n-U$?cmy1#*8&;RT#$>JcO;vMIg4BGt
zg`CxZw4<%>N&3O**_2VDy>$xTCn_wi2s!IbaDLEU*iunSly%>w#y>U_5J04)Os}<%
z`W{FDYqnjK<1YJE*t|CZ4TUM2iURKDPf;ZA)gdm_r%q95;&o_^S8^Dj0$<muLkZU}
zl`JBaS8LPlMFlm5L=iXz+aA73C=(WG+Dk%*bq;fsYyjIL0N&ZSEV#5^hvNOk2i7dT
zqSv6IL|`O^5JPv;u1oro-5Pfap~|0NX<r9ZA#qH4G505^VzV+M>SXvGzxf#%^+$bA
zLcGNzo1nl|<%EF<|3>&JMGoU>RE^8rq9d{fo*kRf8sX$?N0)?#**|b*3dzk1T1c`k
zvW{&(&f%wtP&0CRz9)HtFuSJf$Rd8A;h(II##nC4eh2yZcnPUy!4WzhptqLZa@;Gm
z+<7zy>}WrWpJ{dzJ)1Yu{83;-JdsHTO<sqI-62)mMj-M+>bCE#$F&Z`wU!tdbYL5H
zwCBLFPVp64Hior2TjUy}#bzvlGj&6tUefq#a<yw%Ky|9WGTeRS<t7low-`DL$tjce
zM59&mqg2Yxtd5_6pvXU5sD@Q!tZ8;ZvAxxr?Ot7UOXwKw0clgR?5z3Wc1Kwjhzy(5
z`6Z|%rODzJH!+$zbDx%L1#-)+M|+k>Co#Q$!~{aJx6eKV5z{umHojK@-{SXDla+B!
z%4&0>Bl>ZaK<1GXU-gD$c2G?cwwy2K1S_U{{&BhsmS;rkVl`7mct2)Uo+X%fXS(SE
z)*&jaT1_v;8xn^{Vov(8dz;rOAiK=ew2UInvOreYPZ8LrDt3uM3mX95PFTPI);|v3
zC#o!xowZa2)5U-=gr=IL{MuFH0nvw=1SzCYtajkwSRQJF^NJ$}iGT0#(&DSzqdBqp
z-5wdUnWcvhxI6-j2Vc>?&XZf-0|3>^%}<W&q>ejSW?Zo}anS*xxS8dYQ5st)^6_?^
z0fKXonLu%hRD&5_JR!*IHtFp&RVCdoQf`*-QS?m&4?3*|JmAz)splEWlvt^L?wgCL
z064|pT=KDI=m3Q@0tooBK^Co!ij0H~vZ<qg<c1B+IQ4*7sBu8CoWYn-{y)=QRhcWh
zB|q(KZ8-){`aqSD7y9XKzrqU+q&Ev7-IlN*d<0L5>h_eTrgKs%^q<Dpsc$}CfszSb
zESX9ElA`AKPeM`zu$t*4fc<ZFsAvD|;U~0ojj6XG4<W(S?}r<Ibbb7a<xD{nl1{L{
zXlza;c#CDw0h$F~r_SYa9se{054Nzrw_iBd;UiE1$#gkEkS33uMGv#}L0o?bZ$n;8
z@jz;WHkCo8ny{?G_u%LWqsAwcLEy#r4U<MJQ$~VV9WDg)$WXs6wJ66!LmXf~vE<yr
z^v%3<o$*L{IH*`dw7w^?*{VwMOAn13eh!I=K*<V%&LP?a%bd@0TPpk4_$+|dYA)+j
zQxE!X!6i0^K^|6~SfC@<*3>o)QQl+r2tH`xPLsBTn{1OpdXpR#9>dAn*-HC49`aXc
zS#(SloxK(<5p=+*no=sbX>3W!v3VcPlu83jF6vR4CxX%F(On~8U<n47P5=#t!@)wl
zpR->Yg1ybcXvY5hB4WZDr*?zhu!k7Drgb1AR~({3*EdNZS^AvW!-N}sFUU~mrnAR`
z(?whe_t}GEeZ?PbtlXB-fz{G$w?pkYHtcZxATgDe^9z=W8Po2rKNH5|H1Q4ujov~(
zB0yfAex@v)mj^WDpk;umAFx20DnI39l{-g5=&CZIc9i#0lHqL6>!&*J0}cmgsH|H6
zhov_4B{v90foi0z(&>VG@R<7eYg`otnj!Keb%T_X?oH|JvMWbBuKhdW$k6lQdX_k*
z+Vd|iVBy5gMxr>2@=vdFD<PY+>YFyFK)F+{l=B@)84yOMq}#37jgF}GOuG3ar)2S0
z^_vfr!~})Dme~xg8|zn^hsK+&6DZGl;PmeuFUzp)#=W(aFuJ!kt94PEcXK8}W5)^6
zRa6VI&TmYt$I#AxF&E}5j*ciWp(Kf&IHn=jXV`jJeGBEfK2XPVTVrCFILO;idg;5n
z^`vJz7Q3)Gfrvzz+?;}F$0^79w(p)w4NHOc@;uHqqPZf3EuRLTes<!864Ohi^|Ru6
zvB=;Y@6)lj)v*vkVKGmn)92xG?{8<Eqc?8t7QG>P5Gw071Vqupch$%py<&Ji^p-6n
z9+y+bs#v(ET*UiQV0`adv0`f;u-23Lm&Y))&WpOr;Cz>dAcPc|q^PC$K=F7e)>J^Y
zc(KGI1qPKHy`{|WzgqDA-!Fg54+!yM=jZ-J4;GnMgDhI62VkLfj;h1!D8QXVfD5Ft
z3O{H6O{wPg-PtPt`Mm)v5s!LkPnj!A^|pY_yPeu?S(i6!FohR^nsI!o&o`}rYz;AW
zsQo8)M(f=77H#2gNjR9yMagW(;`cPeV}dbO3oC4$*BygGxcjus+0siL#)5mx@lX$J
zE2AZm4HYDoKbEPR64R%CvMeO9<dNuB;OiEpS4EkQVke>kNlACOPXO$lSd>tRdFU0~
zr8H@bC)$4{!Sl!=0DX0#H%4$aRpKKY155RX=*t->_&@Z%y-DLL-&4x4g5E=m{K)vA
z2YZddW2Fcvv@ljvN)3^6M5qu3qIR@UA%c+2*d-z8qTMEwoWTs);r%MzcJ=&;9>Q*7
zUdX8jDu`#li(Id%ZTI;MpWjQcl*zDMNN5a>Bo}5N{=3{b4^@HoMCr@7X^hkirSXXS
zK|z$$w_)l-`I}WZOd}r!{@7w(lgc%SK_NWLu-F%)*@-;3Bx8)Q6@~uOZcEic(3W*F
z33L7MFi2iFq8^(i6ppExivHj2MGD&@ZtYaqe9UUhhP5KuQ<XP{1+C+A9&^rQhbwJI
z04;DB`)vl<z)<W_>Ooc;AX)3^^PtS4esRIWmljMu6R5}8P~+b^mx8V-(LJsKUnB^9
zUkZ>BmScy6YWgLnqC29H<Syr|h%{011&^pottg`Ng84Zqto0-BUExS0o@Fe!Vta_w
zyIFfEpSh`9vH+nG=r-Myw_r1^_yA^V(C<zAN21h~JF8jYNw(iH3@)dLWcL}7{&wGL
zW5}O3|8o7VP^q3Mr!V+N@Yr?;#AOMLJNf;$HrtR8WOl%n1A|n^`3wB*+S5Gt3)z^~
zL|My1PYnKudf?LgLmZ==m^OAnmWGh@8q>dbCN(!<Y&kiyN+=s=EgOgY%SgBe?`Sc>
zx13$v{3lrq$toh8`vS6j+8HdoHO!!%Y7LpHDnqnZ+mL*&gn{7n35|cATrXR2qpFlY
zn$ty*u|8PW{QK~{4vx-=+f7Cqa=J#SJ+;X*zDt2d_{$HzLDdj>OwVwrG|NWItqh~`
zfFUfRx+*K?`lFw5p^fOnUSffzdx%<&2eR>Xg0!{Fl$$Pzo!ZxQ{&4g|(oNB^Ivmo+
zsg!?xN_?E=BrWnB9Md%;>G<u0`03@_my*k+e4df)OC0)_bBY$(6rti@Y>oH!xcK#0
z`|(+d9N16Ed+}R<KWY$W4|CNf7(<CBQ0Bn*4+zRDfNYi0UQNGSR-r@NFc3oibP@h-
zXCpN7EOKlC)<xUx-<7i<4-dvPW)5O=S7<jtpjBcb1ZlrSqNk~eYAVTXAswpIQGT11
zS2Qh}2XOXLhgHCOkf8rd(tqw6i`(<t!z!SYw^(nEHKwl-WBZ8Ex0o7KPNXjg6NF(6
zE;PoG;PA~FhfCA>)rWAd*xLJc`Ar>Ra<z5fMW;2X%}DmqHYV~n(-76#Oi~K5N|I<Q
zV0!|jASwoeO4<dx!@a*nxQ3+TEUYF3x7{C1O{@^6KC{>1d=PuT=Y2q;LnsQ}2{XdM
zgMPb-z(dCT-PGr^02Xp7YdRJFA`WX2oeiY>hX8QD{30ZsKoQL$hyF-%)Ko+`mvAv-
z0>*q|eY7D42jBiIGKJf9RGF_^_~H8f3obE;Zmbiav`iFU6od1F1K9v$C<rKf^OBPK
zM*IGMBibS7W*AUq5;n{bj?sIktr%>_Hy=rZQ3GGCU&u7kZ756e@<Np^!gBjLw<X>h
z(r)s~@9q3EOI9c{lpI*zoFkWFR*A(H^bh_V*6pa#eD_JX2mdRi7q-+;pJn1Dzh~lw
zURFxiUSNad_5@X|sP~j>4Tjb##sN8bz-KG5{H*qUNjI*@p}qxb#1!)9+=ygCDDeZ?
zJ!7i^My7MR5je{wi?MO!YATiDfzz@<r@k8{jmF@gMwbhxgO_x^_V0vPHH_T@J+<F?
z4#?Y?gWHGH20<@*4RdA&I4$1*iqj%~4?HYs-+#C;td88G+SKyu4b_Z2w7GA=zT@mh
zB=?qh%XcZm%XTYW@*1-{Qs(cIbDKIescO(%#1L9Rl-<4|a*E#Y(+<4E?in{ir5Yqm
za~G((Rhvg5K0iJL2=5*&yNVqic&{-H^w3;&gO6>pb?$oTCShK%v!bFo)>BJlzJ#o(
z_qgI)(dxBk=R5cgU-2}B%YKjQ{Lh~`{O@#5-*hT%sW7UZO)HJSCSJf1A1pX9n;2!^
zU3^ADbV#s3;n6Cn{b01gd=AGNl3*o^3H5Dozb3SxR8R-|DcB4ID9IpSG6wUGcod=)
zPWf@+@ka0ya3jrN@3mXTt0>0^jEIYOpj|>H#I&}S9!qEeIZKB2EoqgktysDLFtl(4
z<c!$_q5ILVc;H)42P~fDO-IniaM=88C=IbN%Ajsn=yxZTm2j=1Ip$*Ksf#B}m8AKJ
zbtfa2G*)*wp4MB^q_6cN>unX=?Fj4+qMid7DZJX0ZZ5S$cB>tVFO*lj)<Xq%{|c&!
zSp7P0qTX4nUKG<d>LsjYvyxT;J`ew{n@}ugtkh=D*hsZ+3I(64zMSd^q^47(QEopR
z=VY!D^vTf!0h~<)k(0F1;EIwyhkhp{3;o%qa3c%Z*k6V(ev4xVE=WuSsm#3Jp55@v
z@oFot6&S&bPd7F{6I<Sqmy2q#?{5JoI7eR95g2YrC}V^R$N*PnUc$PG9|Fbr7~`7g
zK%)_>;$ap#T{y^UyPq7{k9a<|Aa2foQsSv1Hin%W=IJ4DhU7i9r$04?u$qpO1gWPP
zWzfj?|8M$ISV+empE(sTZOuLmb_W|((j@u2X)rFHa(X%;0@*wi%vR}M2mKZgoUK3U
z2oJ)gAT^zNV3mV5ego8?<oMH`flNJ-8=;<$EdvdziPA}3un{Z|JqZzQoVkPn-ew7B
zLrHk{Ev_+G4+`DlO-~09L_B$STTdOVECQ?<Cv0x9qzSex4`1cJ=as!(b_o59A6TWx
zU|z4FHlX9?b;$9M;0HFrgf$Zbfb@zajU20CRxU4CN5TCn%4AXe&%jV0^(-JcZ#D9C
zyCBk^Bd_shF3#+#2cF**{jYzR|N3mul(Wc~yX9)Y<PbGO7h{%V?iptnvQ{QFCR}Vn
zaqCOT{HTRzp;3tATEAietCVbPd^c(yXsfFDo^NdQQfubY$zf>ZrsAMg`tBrOII50O
z?a%9-ukQct9RndlrqqC_9p#7S(6-+O!=ve9lD24&Bhsm4{14~eLmrF^xT6TJ+TzTf
z!9&8COtV04J6-Z!7O|pjrbF3+PagzY-6tz;*xsL_qQAjPv2W9YoGt`LG1aj_;^QpG
zlM_vbah3o)pMCPoG;oezQatE*qVMIYzoml-yzrw}AZDY6K}SDKylOm)RKr5uQ83*{
zu%{BBVICwp$x@Y8a;pY659=DOvb$ZYeQ?l<A0ySq*uqGATtUz6H@L@S>+HR1h#3YH
zQkN9F;HPne2w9~rkw5<r0C+%$zjyESuvasTEq00V^B@xNhNCkEU~ptdU|s`FZ6L?H
zMBNA_P8d+AWz3f#O=CPp{kT^@Uc|OR1LZm_4KY?kdk3vY;^o)tu9yW_bfL`TuX2Zo
zxby$81w7|SzmfiP*+%=)$xUZXAIp~GL4a7^Lb+&QX3Cfyb4;_goYpNSf?b^PC9<=V
zTyvvLy&XIyQ(XjA!O?B7+F&mWllkiH@G5MyTYyi==gM9SP<i!M0ORhOM2dNrzUww!
z+h;=;Zp=nE?mE$NuLL9;P|Ys{d7;$Fb1PGAmbRO?&FoLC+f+Ab)kF}KlwqRMEjrmO
z7Q0YCu0wmV9+P$;lyRFVt>YSbPL%URyi|CvVuyhA(jaBA^-iFmb0(2IX}m-KO#xmh
zqwB^xfL@&dfq?icgJ;0{2F)}OLHdb6zdb2Wtj4p%zfj;DPhcsOVRkqPZHRR(oOyZ{
z(UT=*$k#Bk<ac3bC7b}t#)p|7=Mw9rCZQ4-Jwdq_)Z#ztFF;9V2f1s04;sf6Fr=Ru
z@#+XgpgiZU&e1i??5)$qmg(Z9sp5r6uX)06A{ipi4t|f$kNM}vyrxkCD86CTN0uF=
zdS=8Ivl7J8e?;-91e<%cfI1q&lb?&Tn9Crb6a$*WD1gZh!(QDm7AU~U6&glxQN;ZL
zuYq(AXdvF%u>{VId*{Y|!UUmFTFr{(eWUng3+E<+6$Z`qb}!gM3@&Gai#C#@W8L1?
z^R4of-|T>GVyDX{GOi0IrQA#}vc@Q~$Ay6d>)V$=x^fCBU%I`kCu+%5G_{o>V;YJj
zvn!V@=v(nPQM>>Os02Xk*Ci}haLQW5ZW%kVj0Fvr>2Ra-Ude^7xdk9~R91G)m0S?*
zqt1JIc*(D*C;I$3mrnIW?%M4$<+zibb2xe2CDD1hgn?+FL?J2@V(GXiWJqU7)R);+
zKM|6@aWA?tS4ur2&GPQYN{)pX*OdnY?FHynA&}}QQWme=2`<k9n3#a+2?XI9ic>59
zOLCWAko;bZTL7*q%Gej_`erM$Q%I3Esr%ADX14H>S<wNSrf2B`<;(O}5Awzn)VqeY
zMr7ogq<wq(j2JWZy1U6gb8Hsl9jDc#<q~`-G|*fgSX(k{C?<WdzvO*I`rri#5Qofy
z!xk2|_@Oq?<eB4iBM^GiL?Cf)Jh0I??#uDNaSW8i>&BOx^)@sY74Aj-_o5zHF1Nxf
z)BdFi@BC=-+{paJQLkmpyEx`u81tIPymO;|BN%qXs~_>sjs}f1F(Eul6Ax+nA;?`q
zkUp&nm__4AbYU!N9t+Qp26VO&oDc}$79g!`qzIgoKnF%~MWt6r?Si&rp3pa-awuGw
z2rdGXKnOHX2Ecj2u;L9T#m@mJv#a%3<f<&$t$ypw>n95|Da^583%)^}t7h6L)!q2_
z9EI3Jo}zDIdS{mPP>ZpM`ozK@aZp<YxN#Jj>a;2gLf%MMrlne1Z}}QQ>us{B4TPaB
z&F%D7SmFqt3L8pqrG+I}SdPHab&#?JjK;9Dtf+2?qwN}M+?J!awQa{+dT+sv646H<
zh+-TlLrh@0uKSAki1h>%52Buc26>>CQ7(v2bAN)$?D?f$p)YOvU>ESK?gtA_*qyX{
zbuU8yyB{oe-(M6rB5z0N5~O?RU2*&N<(5|_=Z2R2T&Y7K@qq3|?RUc)@QRdstjQ-%
zK?=?F*1LhI3gRzF{=Wj;#bg1L%>={nikyT<>HYCry{s~&@#}Sj#K)3YQ%EWdMst>4
zFZq!wwOOxoDBB3t8l)f3(-bVP)^I3K>vWWi0_nt)Df-40fY6>;PAYE;i(UZEe1gu>
z&-XOO9!RJJ6LLXmnG{52xzIFG`~>FmmkbQKQ@)cR1@gEWP=r^40-$=qYT;*4mk_i*
z9>B&VOa$j`U`Y)ukVWHscwsVJ9jm<jRo1M{{@~H`xyR4%K6-xZn-}BvpBL_yx^G3-
zC%vl^#kTRFZ6drn9$X#|TE_j0V?py68TIGJ2#sT*Aa`L?3oE;hEP68M5wg!k(`a;M
zg3vl1TpaVEEdb}o0ss7je{tM1xHRrvnt+aB5L}ut2wNs&T%HWCP65%?>FDxw)H)ru
zAa)F8n4-ye$+5(W3(ohyoO@inR5YPG1KU-eD&rf3N6z{f^=BxwcVj+h3)VmpuideP
zN>H}6z6EzH1Dwbmv@XNktv7?#n?APiio@s@c}hq|f|Fd}wy#s0$g;kAM;O}D+|Fz%
zMM`kAu%1L*6-i$LM8xFlhBuqgVF81)Y$L+laPv~jj@gog`AN3Wc@Gw}17#SnteGjS
z*VwkTcR_sJg58W^ivnt7y(q}t)V9=p--T4m#IC%GK7ZoU?rSadJXmzYK7ZmKal)Pl
z&&?0T9nlpvi1f{EW^Ug!OBbw`LRT@8H%~{`DAK<xodAw!if28ysGy&F$GruDe6J`*
z01rQA9N?`Z%bkq(yV%NrzL*cFC;Gvn|1SXbK&T2TIYcM&i4;EV3P`QSL!Y5eJ|WMT
z74)YsI{D`V?2Nv$%QTTME`L11Amhy2(aS;G{I1DealMWbCU@oHd)6vFSb|TIJD6Rs
z%p=L2R_qaeds?7Fr)ilirZ`gIpmow5$WTgfdU$?9LohoA_6t*C%T!dJb64l+nq~Iy
zA3cBi_{EcNe|-G-rw5OJntk}=%!41s?kx__milf+-7`_wbaZ1Xx;7PFnT%Q{!b_9U
z#mQ3hc-Tbzjwrlxj|hi3eCB{pw)`mZz5uLySm?ApKNhx4m99=kmnVW2Mdd|e^9k^{
z*E;C~m#2a&64Swz>EP;2NSFq3hgZ-C0?H+cE7MWiOmt14?PhdU;4;mz3NX#;BK}6_
zRLOzJth-_tq`F&%*%K?Y*sHb3vUB#g`kP|ndz7@UY7&3m%XsZXA&%wANj*#6ia{oJ
zr&B0g&+-=Yktv-RtE)+%Ozw2CK*|*&bO{;&iO>}kcS{COZKXTZwzAu2l}SZDaLais
z7?X@aa0g7k_PYV>HQL?_jjO!#ZmBcrHpi}l@+3Q5!8Rl3m7}h?T$H+D_U7V#spkRc
z4;@a>w5;p_GrAytrJ60hOlK<*?4OuQ_qBQ-EVw|YlIIj#`$p&|-z*Zu&*O{Q9f&VV
z63FSE-BnSxF9E4qGS|)u%XNUqqyq$w$BHvNz@-<up-|lwplAiTL^=S9@`r$Uk!Y%d
z4%}l3fKo4I!G3A8QzzmYts9Vfp!ES=P-%XO-&GbLeLf-`l)f_L@7ZB2T6T~0>eQbJ
z5d1D#-r5q&C;j=@wcYiJa-63plk~`nmjQikR-}@4)S}SIzmpp?I4#jL;{a3wENrDs
zBwC1%>}ztgo)v$lS**Q-X+8usH(#t)t^MuBJdc?j*1GlsNN)fVj0v>RAH_)#vb2}R
zB2O$iW8qJpC^k<NK^b6>)#2{)S6Q>n{`ASefhXVnzwf^N`P;`oJ$m^3!GmaSF1UBk
zzkT1Ine!*^`9pX7o*55@{1q_rB<$kF%M%N&V<EisO=I(o<3JJXpEOPQu)fd1*)m>g
z9H*xbN6G~-xCY7>L}e2-2IiY5<}XdmUzvDzZKBvRN#TB=b;`Ru<smL`b;fJE>0i4Q
zT$>56f#oOtD--^e$v_Z&2^M<Gl(0bW1+91e)>#jkGcC8gOVjh0ri-vfu_6k+9<;o<
zSyRGmMmoWicVWuEG#N--ob)efz>R;N8mI*FY(coh;}ltk3q9RH7~`(L(P^jUygUVc
zDRfT>Y%fD5P)^2(9>Ij4T(4~+Z6DVZY}AuCbynbROwf|4LE^?F?EU7sjh_2a*Ilpk
zuHP~1b<75xFxaK-Hn-RX%!U%(cOwF#MfXZTFL|dEhNr!&jm@+bNs7e%QilUL<U9$e
z>YEbK{UD0*O(ZLOACz3^`(|Nf(fbWN=T;w*<-Tts7ka-5dmrQjKk0v10_@-ReiKo9
zIw9QxZV*ojpgYw!C2xNzTf5Ifb6BLPLF^V#uLr^tn&0Cz09n)VAn17P^*)MvXG?`!
z&j)Y4DBO8IfRjA(+rKH=kreU(By>U;^$X<lnT;XCJ>Yt6(I?({y#J^-uexa?3evBY
zNYU5xKB)4tf(+}ctv2Kpv&#u1*jik#rk2R>I^ne=^}b|h-HY^lD+wn*OGmosiRdk;
zN=^DXyXR(n7m(VAfsUO2h;mMdrLJhq7nq1w#FA@hSPN*-A|3=JJR`6!;_O%%9)IKo
z>!qB7ZBD8}32XXMTmZly>cwC5yA{^Y6zgV+4Ku~Y8LvsKr$LKcO$RO0!R0B8|K8Op
zA9QeihQ0CS;_P#ef4Zme<K1t6yz}i3w;sQkdAK<BpfoWTj^6c$X8pcfLC1{WHt9o6
zf>-?FM09C1x;RSCdHB*B2}L6Jajyw}b;QSq=g$p)51b#JZyqmRnDD^q%@bf%|MFxB
zy1}I>a+m{`ru-IEj(b<e{VQ0g1WQlM03n>}t<yp4wBI^IxQsRv!lEam9?1aEE~3^c
zFne@q(uXq8GVNWti7c$B?PdtA06^jT?Zvj+&#&HEymE8l%1r6<%@U0IE7NFzHw2ym
zc@^5?ow+nc{Yk~Lv%8msw;vAw6-Vn#6oZy+p$^l!E_S_D#u^=0ZY|`)Js(`o4#q%a
zQ@^f^N4eyf7LRpi(6bAQ*^{&`hg|Krjt6r?^gW=A2ccvQvg{D{g)Mfk)O~NU>)vAL
z-B3c*<B)}4fY~M2SbbaUA!8P*2nxjPfFdcqi<*_??w6je_u+yIHZ`ZplDl8JP5r7*
z-(5m=(ai4ZhO9RdOUR8>k@z)`s+6I4N<45p*3Nsujal#d{pj*H3(XG}n!j1R{OEc6
zL-^;R`}ugmY;uP(V39j9dzRcm^w;k#T)UT8Wyrknsda=*y(r`^BBa&}GAvIPeNwNc
z<#cY!C79w5R({}O9i9c*K-QSAUM;^PXVtxIH3>^4fK`H3A9IE>k&ElLS;QsC>en;-
zOhJS-DRwEWX=PALqX|oCot^M#Ca;(lB%Jy2g8cX^y72rfzdez=%9qCC@S52vc7T<&
z)WVoB!7%2-d>i)>3%))Pc1%Q_lTp`1)H_iEx^F%2y8EJAqr5e}I!D*6%|7$!`Q$eX
zWA{tLbJ5_v(!gA)?>;Oe*hf*{ov`<I&;?q*NhUL#<OqCU91ohugY%>Q`4M>65fG7c
z6OgGm5BvSXxOaKHcx`<C>iDzEW6xT~=3C%t7Zx#WVNm>)G4ObR;5f|f79wbv-lePL
zqA!7eFB1f#%|sS;!ch={$I%i5O&l#~9b2kFkbM%}D|Os{-ZlF}$F1jW(+Il<*KZ;r
zaN+vQ!nLWWO#tN^w-#^QT)aMAx&}A?%@S}G{76@%1<>N<(e#>WX7Myr5G$ZM+1ACv
zW$Qx`@<!AfA@4-w4&y_r#@@Yh+i5;fGMiZ*Bvqj4+cIB0PI#mIbLF~>mod3!O-+K6
zGnLY8@5X88mg61ct%$d(M6!6?7Rh5`NQa9x?8f*E+yf+cgWMOo@8uij(ugy3kS!#r
zIT?Bett9fqD6dQbS!A{|q4(kQzK1U~o*Nc3gk@^_A1<yY`W`L1P=>e%9xaqd|Dy%_
z=bGY`-eTWi-$UhyFcK(V=y|9-9*W|>S?Ky^F&8%Jrygt1-G!bzcpnx!p8VMM<OR_2
z^r!B}KlaVN=)e2iis@5)C&}`(OEdc{LtZ(TkgzvLXt#3puiuLR`^DCI`(`~NMDrIM
z0O^bTy`%$QC#w+G8|s$@$^N;O@({B1glV5J>M1n;5|&q-o}Aoj6MYVMgTyi3!d#+Z
zc`AhEWxF(C>C@Wy(y|s?{N0>$Gf~q_M1Mdhp6aW7`{dYHpb7g#?wAow4t)9dbV}!@
z7O?_<^E5!N09bsm`z}s;Et5g(l;1fM_1s+Oy}8(b>v`e!4@0+q7{2|($gLknZ~ZVZ
z3tE5PJ-gTg+*w>5?k<0oHOuTbzx!eG;lkiuzx&qwjhScHr;BYjgR3{gD`0c@z-PiX
zigd%&rTjEJ?u+A;`37ch8V#GqOHC7{bK?=F!=D>@c5$o-KM4%{@!4Q>HZ07Rx^CeN
zKD_IAY8R(a2s$SG8zADz08aH*LUd(nv2E&k+r;8!MAE0lg`{N)`i@Q1h08OGS7sKk
z-o&;9yPF7oI=ptXbOU@%SnRy@0?gid=Q%hX-M)Ui)PB2keI`Jcu1@%E#Py{cw-<ry
zHy5tWlwi>V*KWbCU$`o81uLuQ)lFRmp?HuQuuPO$D>bHXJ$+0BzGJmt?xwd`@mnuO
znkl#^fFl}?)HOYIC|;jLCL1S)vU>?Omm^{BRz%X36E$XVVS<UlmJTKADP|4x4b&eH
z?gicVLZD|Zf=bytx7del?FSTHO#_DWH{=t31@wHAU>QTxq5#5LBs?VaKYUJjWU$Z&
ze>J(Rap_2vA1;6p3y&6E7<jli@Ni*eK@{vjnG3mkXw|3sS?d4BfDXx)@{Z&oEd(JJ
zDICX^eES;R4;Q*0E_Of4;2|6%aLdDolLNdD{dZps-g`dr@cH;$ICd`>f3Ps};KjiG
z7k&4Cu+@OXJ4Uac$n)3PdV=(|MGsoPugG0dyyo;9b2K$iAi?s2@ez2UWs7nly;w;b
z-$d&FKYMTb<4T&P_x-E>X3NV5!-g<21lWK+Sbzn?o{_CF1PB6TYcLY*nVzcYuI}o4
z>+X4T&m=Rs?^|$-eGig({X6d)5lQAvW>q)Fg)-0=PelcTK{7K*#`B(Yp7R`N9o|3q
zo~lII<H3UB<xI`&w5zD>J*oS=DOCh`62kw8m{tq&pPW{-(i~kFd{_5>TMvHAw&s5a
zNQWv&!x0{O4Ilif4m>ph$74sx9W7Ha0+J|R#BT}|$`#hXssdAurNH`<!l?I6&HuKB
z{K<yXC2dPL)}8g+s!5vt^_~4g&87nTs%ihwbl$Yww=MU5+k;0+yl*(*gTl+4`}5rU
zi)HrVYSS^|yMcGnwoV$>`?~!WHitSD^X4nJdq;=ZY$=)(n14gqUh%)F2H;mWF6sAQ
z->hHXTPH2=e&CO1!DyazjLq#R`2@?5Dz90uc`w@jbq8%;{JG`76~Z;)+#l}zH}~P2
zs?Wn;*C?Rauj>xW38ZnXC}dF~Ae|okzK(DX4IbxMZ)?uSmUr3>KX<|pJR4MAbKW#j
z$*O=<{Hs}DQ(tp`XsVA23l)h>gI5gWZjzSIS^iBc_@NcNZUykWqIm!JE&p}%C?v*j
zVsHM3fk*MQ$51wu<?Ul)=aS>mk)!A)dpshp9nVAP`<O9{NZRNydd7N19TYKAj<Q)v
zcJhX=V;xWBMRos5%YK<<Jvc5pE418F!_6`9PY3?lAfSGFJ`B%E+bR;zw_{(TKXTEN
z5NQ7WgSRiP2XrQUKR$)o&ori?j(N+#R^L3Ih8NT5D2|i<9;F^#7(9E<3!(S9EHnOK
zTug%t`7NG2&_5e1jQn#&>-q1<Z^T+flm3wf#?ytzA>B)Wuiim<6Q>c-H|3o@{_gNb
zUrdwxS<)T_{l4ApnvK3);b)shA105&em+qLpRuBpuM<c5^I5Jl+0p%X<+g0Z<B0x{
z%UuUw0lF#k7LTv{H8`R}ewEC3$#)4vjOU0}UwwI>d|USqK7OgynfmK5{H|;F`vY{O
z?M^yeUch(K%8EYr@f<1ltApQ>3q6KL@ZBDMQ};E{A<MkHrvGiz`=+5JcC|<AJYi=@
zA&2w#cN$8$MEUi0`R(oM?<=CG5`h!3IqsJtHYQFte|>LJMg3ikx;dO~y}7qO)SXXK
zMYUhGt=DZ^<A=8WL(BT1DR|$oKGyAz4f|8m0Y49Szx*n{SY}_YH`7Hrm`3eU*ce84
zgZR1|oi_aURf(ykK3*}uxi!B<!H(pN_l0+-f~O5T-nWS4tNyn)_IEd;uRCkG_rqXl
zgyt$-TbW@$v=`f}e)y@$8)2XK{K_b9PqNlzQyoNSE$3rx{i$xBwSvnw!kFN+X?<?l
zr)~Rl+xgUXKeAeDx)cK5G~BmM|4qYtQ+M9htq%>0b8h=Sb%eH&HjMOk5}x&(4=wY3
z+j`d%xiw#?-*+4$(Dyx*UCtZ!q4=)<sw;!2(7F(wzb&B1o%Mh~d8SFQ|Atq54pPeh
zV~{_;ewF>LIH?wWWM%u<V-wk-zPHGktK|9dz+5`WN`gMzk@#9AEg$7Zdnxq&OPRzt
z#Z``-GI#ylPOf<tQ8c7{1j6Q0wib~6{+!3fDxoce9-I&Si-C7J^v<Ow>w-_BRU_yl
zHVi)JY(gyj$KaG_ID*qrkb_8E0&VsDe5e#VU(7;q4*l&xAH14|$8b3f|6u|Do=yB`
zaX#@cr@=8?O#EZuAy>2TYIgA0i)nHGn4REq66oKNUx%9)aQzroJ@{)JyZPj&mD;`f
z3!kdLEq~tpO_7>DS%TtSINTvWaJdMZ{<g7BhE~)w!|KAjT7{>p@XgpRKT)#t^n-_5
zPw0OC6TAPB&i7SNpMUbvaF!o+D)@V!|AUZ!FTJ0q`o)AtphA0+T>_N><0_P^^u^mj
zr^}StPX1jkzQwt8zc6$X`z96Ut5{wFc?}iLKTY55=lWE^PFh)27fgQU<H6&}#{F!-
zzC<6t9egQ&lf(LTO`vanN84--;gbNtvub6MZYDHNbSklZT{DTo2-aT7y>c4K_U}+H
ztMgygB`|;6BnEdsHQmoG_oCxp(UvucN?Z=2%YJy#3uwpY-ix+(4myI1uKzOU{yg{o
zVwv4Gv-K)nED~dp&K8^TeA^pu>Yebq?hplkM{&He{=1tMph^z8!|dNwO!VZi{BQ2u
z-&8#6=5OxYv!>e^_#-1+t^&slY$shfyZ&l>KZ<U;-d*2oPr{**45!Ixo_3~jZQ$PZ
z?fS^?&C>CFGc>Z+*l#M-$Nv4uuMYj|zJJ-}O?1z?!CA*YYrB^nr#keyMr4>9)8Dz_
zgB^WY1lysNH0MEe>RpY!&wYf}_S?4ou5Cg0AKKPOCA5Agk*ws?e&|JSdeOUfsPVQP
zyixd}6KKwTOA_D+Nb>LV@=xFA$)AU;C~_YyF<29iwMRTUa+KB_#m=J%%-;F>vAWl6
zpQg)wE>J`<>N1trAN9Um(1h_H%~kR+T$RNMy(J)edgUyS<m$4+6t@<h725b*ke18i
zsbZf_;<IT?Tr83DFgP1{=Y990?_Boni-Gfb=zSi#r--)|@+eZpk`hS%;UKGA2Hj6~
z<jF@mP*uri{p6a~C*dW;Hw!KRl&7JNaPWHi^WjR!6iR&t{8TUeBv(`aYVtgI)Xgje
z`w##6e0?uJK>j@C-{B|hoKL(GXCv=y=%0^#mIoIT)(MgX;O5!TlfVBljNPk+cjsrn
z?Ji#Rjo<ZVf7={=KekTR;hWL=NumGX6Ici>^3Sb`;w6c+5B0H^PrkMlQe`7K|H;Ya
zw?me}&p@jAUzzX-%j<T$q6w6Xj~MclPCL0pfAM`6mM<>_l4Hyh_(jB#^E)N`;}Djo
zk5#p@7N;qGR|j9HA%0i4iJ)`Tt?v|mTeraX^eEL$@LE9j)p`RXlPYf$b2)Fwpw{ho
zB+1E{x4e&S|5GP8A)DF_FBHxQ6{Rd5yyv2-N~N#r4yS$Y_@~|Aya#bdSN-T_5E1&_
zPtxvq(;tB?+nz#qkaY%Wx1ZeiqMKfzan%cc9`1hmRerI|9tJztN!ROWu?Xk$Xuim1
z^K3YdyM6zx2jx-trsbTZ%JT2&B9wM8=?jxY3ZM<`&Ut(1pEZN}ARN!a^*VH{z_ESP
zie^^UUvApdq&<!X<Ipgo<szEQ0%Ms>m+{CTWAD$+#PxQe|KK~@)j9@CGnt#|Y@Lpm
zX`ht-EN;!B+9bXkiCiD{pDbd>-)7mDhuxPiyN53i@^7<!2;$w^-3%7d-O#=6Ijjn<
zy6#2Gy6$i@xa<a}eB_$`$5!~M8=v%&51rt>LT-(sT4S_x>D!if45dlhAG9NGEqkpu
zPxkkp>flWAb;<R;f6z`&)&~{FTwJ91`U$ghr4m}#*EhYRxBKbM7sP1?CG4@kf3a1O
zR34<4Dz!qKCMq?Z0OzWH!9s52-;Dj+v0s_MIPvu~(zt?N!8iaVDQIeVvXzYV5z>Dl
zmCar9D8)796JAau!7REmLU1|DDPD+P9pT_UAwJpHjQJ0^z25%;ilv2Kb+ElTj_czq
zkgp%5ehbzK2TO&5(2HfvSFc|F82dX1YatdS6IR{9^*FqlM7PtpGD~j3H0CA;RVv{5
z_wL4s@0Zz!mi^!T`QQFm|Kor7PygA!|1bXezyCkJyE>Ui=c~As6rM~D8V7{p3uZ5O
z_CL@2bkFge?v<OLKL6lk(S&G7?fzMO^`$Fn`qFW)J({!?Pl(S_DcUc-*F~ORT_wo5
ziT4iqx+0?2I}+DF5yU=slMxIW#mV_i4(6n<ssC{MreVKrSl}Hs*{1!z<$w=u7o4=c
z(~d$LS+(q(_ks&T>3($43(-?aK;88(xy<%MlC;-@2;2<fyM6*H{rILIU-hs-i$1r*
zk1hXw)4S}3SKaU$rj~m-IlLW;l;VDpG<rd^<F`6NtE&+<dttL1G`hiEH@NNkHyz+z
zcK+m4^HSH_!^4+2{bD-FbncF4_SEp_%XqO$7OV8m*qjdIx0rk1ufDrm{YLuD$;{yY
zgOm<qnf33g)JM=UMwMRLpC-#??3q#EgsvB^tYEx~28*O`q~lq-FcNDXIrDI}N^E!Q
zc)PWotgO&+<0!}yKaH(0@Z!)*LVptkJ3n}E{D-x-TROYBwd>7OLjKO!8_vA78K=qa
zi_rS+3k07fUpCnns6G3#jUTLaG9LTAQ8busM)U1(Miyc>nm=^Ln`$RIuX~?s-f2Dj
z+!TQ&_|O%+-y=}g)$dx~yXNzFLdrk&=1UyyziB%fxo}tahIgbl{Hx2wGwR>3&na}~
zd!1rs*I3^xTFkJ2k<POGWOaPst>uXa%LxMVBY0%?Lt5vmD_vv71-4{%y#uYEO_TF!
zd@)OIjHEhG>dUOP-geAgd%deIx8Q!Usm`+s1(#`jttbE%$T?Rt@8P!O<*#=j?qlRm
z#eDxcuV(QhjQDyU0nP8lR*ndc$L#-roUWe=W-ng-nVqjWx;%1ggg*u4`RuS5V0&vs
zyfnY#BeN6WbI@SHBYBJ;#S?PBokUfsn5VUQR-bP`&B*R%NmaeMU%zGg$mJ-w8%51l
z^l$$B^I!e1m4Ej?-~6k8@!{Lw_HJg`$&?z+W50k@?J3!pDEt%h<z?|XgtDa=RAB#8
zt+XEppYtc*f){QU)UU$-y}15e(GB|Kd#cm;&mPowiPE*0yLU+OKf>>aw4R?_(7hUz
z%&g?EK*syFAKnr;!>}VFDU{XeJ(y&*Nm`pEaPHlh<MdKR?A-66JYF4z=o@bbJe5zX
z_PS<Y*WK%ech&MQ+rb%edeb{;_#YeIMZ>)WP4A-VoHgyUrgh#j&)e2T*E#Q6=RND9
zZ(k0atATSlbW2=yo$HnjuG-?V@^Uo&^W6K3joD%F`6@M*q~am>csftm;pTir{T*`L
z^rlIz@0~W*uWo1GUeB?k`L+@L`abv`<r|80Iu!1$O4k{$Qq$d9c5Io1?TKTjrWr36
z;bP&N>(F(Qz|SD@IL@Ld4T9M7BhL%{Ac~?SNwPHAuop*h948=2QVu5RCe1c%{UCLm
z*s=oK4t=UC=}rRnhdgE{Y-fMFdGOtIF?WoaW!XWTY|_mx$+FFMx7mF0{msbmD?KUV
z3zhd{*!(?x)4h;o^P4;mPfJVuLqB=nvOcz*j~(wr$A6FCX`AG{MDgz>0p)3MutXmF
z?=26CrT9;YxJBj%<m;@G;UBPY$$dyLMw1q>XQ8^kMRUGS$6U3z_~bE2k!h53R4!eS
zEGH<}kwS;89Y~Ncp-g@|urUVtIB-q|?&;72k`<@YJ!aoO3YF+q>Tz|xdX!GFo{y~a
zk$FCLDaES9dwf2ME{EaGD7cx#m(%!k;GXxb#>_X|jh8&c=`Kk&Nu0*nE=aakkWH<m
zy9n>e8;^p^QFuXdXXXp09-$?v<4eg2lPVWn&!TIB{Q_6hXb;qj<^1PBG#Wyk8p5QC
zzx4KY7TwO{+huYih;Qb^o6-F=s?Xxeanh{L<LcrFcn0G*=27KE?9+6`C{BLy39Iwy
zWjwy35thGHxpVl6oDkj36sF-F;ICmswRv1$q>V*dpM~{lz_wvTO^tcnS|ot=`Cy(6
zmYd;fJ6v!3Xm^)sdrloKzMF-&lR$&K4Y)3V9=<*bD(mexZ_U5>_P77)yTALZUw`_c
zI=L}}>xrk|Yu;ta>L^I~FWNu<d={M<(HYxWcsd1vg6yA<P-%w9H4$wp>84U|4n)0q
zCRKjw{(ML9=Mk|7_%ITDEF6k-&i^CMc#nQTy4~ZkVPC#+hbXCE@93<)+Ru{!`z+6;
zKpE+WZ+jX~1o<k@uiEr}-^DJ{e%+$@=zi{!1`odP*x>hV`&Gw&t?)zF0+>B=rQ(`K
zBjHI8_@BFokO{*@-E`Rxt_DQh!S#TzXLLJ?Z-&t&eb8;^qT^lnLc;3mFuET`wP9Ev
zh0RIWo`!A2PNTRvM57hdhCzKyeiiCxh2ULx9a5$jE&GBe@48n#4_tIz<XE2@_G#VG
zI6*asD2{5oN)fy#OVIQ_l3dkjk!6*(M~xH7;mgk~KX&&|G5bp~`)EoQJ$eGg@9E4)
zr$#a&A3pT2TISoz{5LmqQt{u^gWudCWk-}Ae{Kh-4ePFFPb3)M*mi7Nk?(B+f6La9
zo1sTw9&)+f!pNJ=F3YyCcFfhA;2Ta)HyqsU9<t&exB0i-ZaFG<JUnFSE{--~kOqDd
zMcF13DhKd8tgip<wqK%fXPJSy_E<Ua1knHHVFUeZ-gkX2DRC7Vq9R6$tj*`#{eVwC
zxoBc)GGJ2XmNGgY{tx0~8Gh<VCxiH8kbqD9n46mDOHOA;(>mKfgw6L)R`qUK<cnfW
zD%x-^4OS}jc!Aju2wm}e8Bi3Llstu~Zx*rho+5pi_bh8=I6}4eBj@AD<+8@LvCMu`
zhUQv#v<%8sbW#+55o;m4Lh>~7uf~GQv2!`LFD9PSU?<npv_i;cq%E%Ji}Y@uR$+mu
zH#QSHVj1?Zm30{Z%N}^|cDpb|O`*tr8Q19Gm?f2Ia%TjfLQpA5W0f}+E(Y-}fQYAp
z8$l?TC`e8DIHuuk37(+<BwhvZ<{}YtU%<#hYV~Q{obi)H$8bN7U%(x|%TXM8&UwTW
z>X)k;VRaVfFP$Gh`h+k180B62zlDBsp8ptN;Ti=pS>CYX3h&uB;<|c6Tg$9Hk3na_
zdMxQK)7~=ctuja)3>VpGk&RcI@p?NkcOz>zSZ}$P)A%sdH0H^@21$4YUZ}ZBDrWRA
z|F`%5*`NK>|MH*w*Z;$R|G)h0?=P#qEVPRETHfgE30xoO4<6eKBRn^P^I32<^UtON
z_BB`oT#du4k$~kQ(EA)@VW2<otZAiRPh^~Mx<JI7PdfDf5N79VC^`SV_4Yok>kR)P
zxl@!cnO%1Fy6wo`OH(R>d_?##I0EtyP#(GQe)I`9l74_&<7doC`u-_1zW_Rxfp^*u
z&j!)OAif;N{L0t#4-Wk6fqT_=ZlU8GQI+cFBw>3qgzLSVK|ml+sD3|+YvZssQY1d|
z8{?oc3hHqBz`yT%G+1Gc0xCoAy6;@|oZDf*df-~G7Ff>@Bia=ysb5fDZw1tFPn-Tp
z!$U#$wn102{X^Y;-LOS6jT=c0|6Rj>*UZ6bs$@Xnz<$^KQ_TJnv-d~dVC+A^KHU#R
zHXl^G&gX{t`hJb9k!(CZa&(cOc9P3pc-^rZ182619Vc_02p*5aT@pVe@h%LqfJ}P?
zeQ!4#uG<e}(BW!G8#V`uy`gR)=LeWr@wgPu)xVsxRo<P)!tdna*+Sxv%r49?kB8;S
z%Cm%E0YKcxGr{OvRf*RdB6ly|P3)8a@VxJQ?%JQ|;zwo2mqL&eJ-+4ddhy$C^sYme
z9zV3`V_zWAJ@no7a&$ZlQ57Vv7hrh)Txt8q56YKat=rWipX7FtQDkXx6gjhtmAAy{
zIaI<N5-(LiIm?SnYHq6b)ay(lZV{-XTb9@yI-WptaYX@sq|E(78I%gONUT*}nrIhJ
zgbfALureW+OF)f=iWrLh_->xHR-1vj9b21`$u&P6tdgmf+2JloACim@Nw(V}p<q3>
zefY8?>*B}THRNumgLT?nW$k5FH^Lg^J`E_xOO(eBG$he$N-SKGvZ8p!?26xS`Pq(#
z*m7?H34{yqw2Jj4`mQYETcT;j?6p~p5d?wiAAyoj|Ii&?D}RXksfd*I&Bx>A341%W
zMe-xqJDKO)XZdIMB|<l1VRi*}>PFm9%-&o=)0t*-A@sGp*BV3K^tFPyn^+GM`(bQ9
z3?X-O%W3UZ#$z=a%d7-P?iX>*j2cVtpa0{({>T65zx^lw=s*9n|K!j9>OZ`$hS}MQ
zC0xEF%U5x-kQ06fQVW>*K*<h0w(6!F=TUq(t5cv>ZY<uW#V581{8`HC;QceA+_9vs
zP7aGr2Wq|N%KF7xIxk2S>+M3Grzu{(@-lWu1pJ2;{P!Zx&yi2S(Z)NvYgN?v;<O{(
zb}H%jv5PV)yd1>n&;S{Al~j*vBLE!>u17Jr9mf?#+*RW1aR`WaiXFLmkHUGD)LDd6
zJ(-Yrm&X#1*M;1JJFzEK82DAt_q5NzEp7t?58TL7!B(pU3H+(Nlj_%Xc@`e$z38kP
zo_3_>{;3sEb4QN{q2nd~yP65m*J&#i+0q2p@JgtLXxgGR{?zsM60>&)PH*UHu&=>Q
z7=Jhkz+e*g#$l7ySI;{^uz^1tZtYe3UEM<waXSd_`fhvV7>key-FIWk<;2%%0ue**
z8`AGOD&KA)Zq3-TqoDHWMbKUH`13nl=yzYXQ1w>D={%~4+4Hbn-Q)yWLTrWYIfW&F
zywrw=smOf?xf3r$^@(#y!Woa0w)MVczn2v+W+|+7Wx4yVpT6xSLhh;rFL`@Jt)1X4
za(bCZ=7OBo%V8ydY)xE=()VbcYT!Pz55iAJK?3mU^bpk-tgG8(*B`-g<-|g-S@^WQ
zsO<BS9lD%C)J+sa>joT}-Axn9qtv){s`J?`S5ZZ;kOI_`)aR*SmOy{dD@k%mjSfAU
z6PwFqXm1R6yL2}TD>c^X($3uAA<n*}n};;bsLE`&2}v3u_lF%>8|dDPHft}NJ1J`b
z)&nggY>@ILa-0VDlYp>Ma>8<<CQrVX<u2lG&GkaoFJ`&-@0HxO%BA1I-LRPaUMx#u
zA^KS!rNU+P#ZmkSnf@r-zIZ}O=s)FE<cD0Q&*Q6C$yW~hT>soYRIdLlY}qGZCl62D
z4G6$BVD>y(UvGrs*R17sV_-?N4u;m2gF0q!k;&&t3h1Yj?J}zxL3Qc%R{mf9)4%=u
zfBjeA|C@jNFaMi=@gM*C^{pR&oKuv^7jGrSv!f3dZGfy)rH_xQP0{5?1%b3fST~}^
zJZ>!Hb=l_#U{QKAjdglo;`coVKf3kz8z;$e9YVf$FJS-sNaah<%~1yx^{bJBPuX9$
z?Ctm8<vn_M=?JsSC<N8g@}cXIU_a|4U5gut&?ZT14C3}U?u;V^bV^}`I=Jw7bT^TT
z5~$?}?<a6N{4QXh<E&jZ>SLmEw>A*35_tT!hwC``c@W(6eIfL|OOOts3$qWs8)9}L
zcbD`&oPOH&PTKA#Wb-W#?~(Te;0+&dllQ91`9srvh2*bc|E_@!-vr;+?eFW32A*jp
z@@BfG_p0e@{5+NPmtW-<TW8;=^>*KGbxn<S&(i!(INzTHor%;|Xf*ghqvD<Y`-=Il
zX3>dO8Stii-LY%Tee&>u6NiwypD1#tW|{%1br-31m0!<u>^aRB|9hU$5046oAFc#)
zTGyv(x`)#h5YAJLhaEO)3QMS?U#JLJPTV(~v%UkfW1{=9&zd><IEZD3tT@C?Ph2m?
zy_{w6Cm5g75Bd3C{Be+yrGFef)@7!NSe=(RXn@^shJA5guhsK$nVOD^Z2aNX;E}1-
zan!$hPRHXFM&fbZwJp{k2gfBaM@1&h+JzNK*+iyIPL%STiZe;?hLJVro2HSmbZ23I
zOX`vYCaKQnKvk6RnH+VEOTnDWd)8WHO|cqCsz!nujl}-d(7m7dy=7!L>B`G2FSYCh
zxg&ZEx-&8o@JJvt-l!zo#JgSku;ne2A`MlQDA{;{JY<EA!cO~(us4r-i@2-MCSc^6
zJPGf)C{h1a6s%ZSi1-on$GggNiXHAc#3CkC)TmQIR*>*qU;mAWBQU}X%udnyIH1}i
zkmr2if#qGK3-qfOM~*$=GHEQ+G6eo=r+9ezqH}rX9|criLg-jk*fkxusH&@ke0vcq
zB%NgrMf7Cmh4FhV02V1pds6o;7<RS?sm{j~-<$J<s!eScG?(7M3jgC@ykEBl;i&iR
zU;f{J_c!lvElIW$p=+?V+$VS8cWLM=^!#~FDNt1#)@CRHg2p^-E~3^l2F*E{2bPQS
z5n_E<v}WX{1X4><o(88A{}JNDBjLP)vRpV~nDES3QdBOU`u-M+0TK8ee!=q*x}lWh
z_QQEqwtGA9pml~Bu^1p<NA8_W`#FX3Az_Q4snD84Eehh3pgr;1WB-nBVnI&dFt{$M
z$k#_PySi7-5q_TvzoRFqjl5dVx|iu-4w9;ywsVCvy-VFZAk(f19X5y4aS#HxLjbu;
z%lTPH;z7(wFp+zQCkgZ+4x$9<5V~+W^FF?B*tm85u2q12thVKN(ZN^9_?6jLZW)Sk
z=*yh@^W6K3Wp-k7&>ML~>#%vVvu?CkfE{jj`*u$S^_`JN*nZ3Bhe}7)dR1A!xie3i
z&UKfCoYxt<i0Uz@@d?|V*mXiu;*fhBrAaKzuG8#nHN|T(*C}<quTLmQ{^|b@>HYaz
zJm!G)3v!ooyCisFb_w6nX3>{7nptOE>#XNuWO_2rK25eCN7;uy&hyT@rpfkm&pq$C
znC_mp*PmPKk1d-?C7*^FuI4O{ODbnafA5}t`}V(yKeqoEw&zkeQRe7epM(HM6zST%
zt(@HPm5W+#@m(I*j%s3VcGwqIYLf9JA-W*|znc+=B~Wvdg!446lANb#exxUw<HGD*
zG`J3wS=oiEq!ZcAGsNwrI-&K>+@GwYm6O<B>Uexe63<ROn}&!qOZZ@rkb%efM^YYe
zC{rJpU7GEpSg9!e)b^6OmCWsI;cOP}cJ6LxB=%PcMBnCeeV87Xe07P#yAHGH2*ASH
zoNbQ!BC0Qtgn@`_J}jd&U~>Hj4FDHFnkw8YBh7=IB8GhoKg%P_gvTC5dD`(EVbZ-Y
zS;e-;pOB7&BarO(;j84&T*S@?ztPtR4<D<aO8z)7wTAk0=|7rmg|b5cmCFLaz-dZ~
z@@?6Pbb(%K^z^#URheED>*=qVT4~pg|K{Ia_@TS~;(h-&ufF~D=h`}Ktg;HVm^~od
zc!ZQxh`~$fsttu3nBA|<yt?5xh1>;=Ib848rrx~>7(^tg*9p4)LCk!_(BL41$A{<8
z7(sb1slt{nZ+*2r_(~SvUu=!FQ2(oM`hK#GphNL{ew`syALg|Fd59fEbgn^+Jd{EM
zEA1*@WD!C@(0*Ouf%~yycD90`s#5VP4^LWNGV_pr1zuK3b#`P8Ky*L!Y6C|(khoO|
z*j+CBF#BZ}V;NtVU2!@NBs`=t@HB4wP(Q73ir>2d?d|j;VeXByw+!S`+^reB@YV5t
z*H(C@C117hi^G^6tdnnl9`1hmRsMg(?Df`CL-G5n-CcEhW~XO2drq}&pV#eA_a?Od
z!@c>TW}dZdM#8m6{&4Co=7CLrx=kP^3U*!cjzTH2t5m#H*a^ZOAX(M4_GJ5n&iDCy
z|E~SxvS0AII!8aVIz==4qr^_y<f!9DL2Rzv>C9>wJ}EfbX-}z2!`D5Ln$S{B0k>fU
zoq5ok``ww-9Glg?Nh1d7dg|;H&5yN-J;|i~^qYJ2HKnlK)7(C-i5J7R)NxVpqDbGr
zyy)a1ZQWudz9)Nw%?kz>`aYoPqIHW}x%NCkGp4F+2|6*d+|;r~u3Q91&+YiP6Q3)p
z)>i4NYXg=Ch@((dEt0`9nwins#fu<SNIXBI!;y7h;3lXmMS~&aF2OsWlR`qN+8H+w
zNxFsH!)OzPnIG=_=pjhHgz1+c{o=&Z9XWThsY&p45Jw-<_lq@gq4GT}`N?y@K8V4H
zG5b<MCelp!b%d8!A_DwluuNO4<OtGZEL<Kxc*T;kk3L~iKJcgP96b5)-wwu?Gs{=k
zC31bf#M*i}^mJP%E>`QJCd)9yb*qeQJau-RoFAE6YVluVw%#o5P1jC-^|yD^Xytz~
z-+ce+`?t3(EAFkfeB?@q<ga9Q#Q7?*AXNh`2~c`J_T{GHJF)?y<R?@|xiJf*xHI)h
z%TQ5*-1!!iNdOi8i&@{JTak3=OOt*9<-~iqW`44Se)5&ny(dWV&qfIH1^6|U_$<cD
zh+T8Ke-zTF2%UKf??=)>!}0(<|J4XjfcSC*zl)J${_Uo@fK~U5^$g!l|8AxL-9zZm
zH&ei5OLCr!TvVB)6^ifd0NPK60m3=a&J6>OP-kxlBET3>>g<)Cr}!O;cdmQ(P2Yjd
zt8jYXt#s{5$0oF|5a6>yp#4o0bRye3?K9dVe$x!aHXQFwamYWIfu$#2l^uD??bCnN
z%JI6b4Zw?-z4@n@{YUETy0+d?sd(7Dr1g^7+ub#2cFbzayly&|4Lp05-D}PI*syMT
zF5!G{;!kJ6dKp9Rj-B`(+PMu|--F^QpQ3yt-AbXI5_pa$%ntqYk1$RDQ!#i><0Z4_
zx8d_L3!gJP|AV_xUMVrW)Zm5m_s$Yi8{+pQ*?Mk54_%mSop3X=Q`YUbLu8zGbLP#g
z*p0R{)nz1y(d=dPVPSJ8QlHytO4$Ar6zNa9U48<^i-bmJ<3)9|H@oBoW`87fF&#aK
zCcZXo$!T4>ze%dgcmJRlTk@9D^L1hPR|bvDqPv!8SCrvYExAN^x9E<J!oQt)w}xLe
zxOxQlTq@@|q}ORhaa^+KgzA2nLCvJrognkV4ZRG$FP{)yyWtap1`>Wp6OnAcq&q>z
z4(~!D%pS$tINGwG&>Tm*M7oPon&Wm}ByXkVr@b|tOEj%Wc@Z@VC{B@b@Uv(vNUh7s
z`my;|bLCRf#Sr=kIrn;p25hj}AmnSUQ<(jyaOHF7q-~z|d2pAg1fRzWrP+qN%IB1u
z`N8AQS)TKwJA2PuzQnUT`2v9R)pN3i<#oI-f0hEW_)%|1@h46ByMgvP>#nn&sc2nE
z=}^<<#rLnsop#!Z6?fhAci+@k;WB+NFF)RVx@b3@tiIShuE!+bLgFR7H~0hwH6v`V
z<Zr?!kc9-91Wn)M+a=}BDpU*m54RlGQh&Cbpw|iI$DTI-vW0)2;@MXk(dV6Zp76WA
zS+2TKmY$EJGf?n*N$~{ZC9~_DlHbwCz8}kUB<6BL=qTcDCdt(}CSX4sh^FOYh)c77
zrLCVPs#pf63q&kOsT~<S!uU)2+J-C%5^#Z!E5h|*a>bDWI=2w#PrPV2h=&Zqcv{+<
z)0CDFJ>wgB70LPAuFa%xNSs(+(6%d0tI{;9O^f}z0mp^nugQNBIuW+FL#)DO&{#Ws
z-HzDGG%hu8lbM?uIMcq?XnH?1{Sw%KV-||oNrRg&N7Fygy}#I)os>J}b!c5u@l0D#
z%+6M-?LCWVz1uT;Y+?4cS>w&>xRp+DMkTrv(w^|4VPADUO7NX=Fq#Iq*qN(@es<5z
zJa^;TDY81xrIwnh#y8UP3UoI~u2uF+qL(}@iTlHTH_hM#agS84BXT(ad6zM}X7=pM
z7od9G6|)P!t5W+`(!G)_;Pr5|*-#+JB7TN!yNfnEJKC(=*mOhwZCQn&`HRDC6h0sX
z-0mP3Gk&PeHy=CFBDYWO<#&yppTOYHpYv&m=W48=%vZ;ch8tfc^!77;GWlzt({WtM
zp{+aj67Rz7%G3o9@UJ;tha}fVc(DksS?ADH1-YweNSIxUmHxiK?8*M^Jh+|v8Wr?T
z^FUu?YZNi(QGXH7%*1kq(<53JVfHYygN++*gJ|ak8_&bv0DB@q9FbQMW{)=ovWF<y
zg(_g@;j96~_8^MGFb=}l#~2|<+%R=R+4jvxDv_YOWOmuf%fY%Re7L0;O@bX}S6I<z
z6}NIkoki4NC6o1LX6|Mp@ZR)<o|5J|?%=C)1e$`65OmsJB}c$r1zCT!)1d)eAJo*Z
z_KSnZo-paGH^+X+{J47BgJ(Xrv{1+4`aEDSe!^qS4#f+(m;Am;8bIEcJg!#>`KZI%
zX%UlkSBU#_fk-J7`ip4bBuy*&^<Q7Em&0wgxOsc|`Mllmw|DEEUSjE&(C;{0&&Q9o
zTvvYa41V7ycO9Y2l2wTND-h0W!K7w(a@s1@ugQI%*;R7Ba2wVxyN4czMT$&JbW1#0
za>MVM*&%n01AdqJgOaG<=Xa^abEzqqofscNuT1G4O$pnH-)ZSR@4DckhlUNAx`@^D
zyt<^{MKdG4Y{T$^0ZapFf;$x?pL?M+&B5t|7$u%+jrY}&7-zZbJ{B}FmNi1|lb8#B
zedyJ32v?Q&yPjL``?aonM+&!T-8IbnhE;FVGiBEp-_y0PI@Wo|!MyGhJ;hBQa(~qd
zp>-L;)eK$%=5IE0luCHLvp>H>Oux0GNXugq+|R?^FTct!mf2gqRjapbc9+f0ve91D
zTZ>v#K;+)+tlGV`kb9qOyxH!VLj4`H)-i9}xBxj<cmZMG+BEOFPK!xQ(|9-&qZ^Z)
zyhFgg^Bl;X{CrF~m85GNY*f;fbSo8iuHi7Ow6|xe2CdAhn^}q56`Kn$%ReD;#n(C%
zm#t*iOJ3I}?HyDHij7(Y$WxS%C)`PN&;Pf?h8yuniTOz+X#nwW>AlZl^nW7Oj^dq(
zZ!L|(ed~IFGm^`a7@u=`MWq*>64)^QG|D~>6WIB5obY9o<BTO8kT8d)RTy44!+bTW
zlAN2&y4oKkss@>f7EUsF2Y8$grY{!<V)e%<B+`cV1dmQE()xV_iq>IvDNq*B&0^AA
z{G3c$4k9*Nsx5yaF)dM&V>D*-g!*ZJ9^rMcbTh(gKiUwgJHf`n>j1MsZU(9Er#{`0
zv@62evBcx39Fs&=Re;_}Rn{SOpN1sx<xFD#L<l{IT_3OmQb2ImUq`)F)Dd<LA?w;I
zuC0^%bqc45Pzp}TBXr_=om3|`4xi?1tMpVQOQxMw(lx^2JesW&Wc*7jovt7t$<KFI
zX-5h9`jV&@^cDh=_Qdra*uMx}$vi7$o#m#xgq^dt#I0$^1c}<RNQm3(s4c67v;=`|
z*Ax)mvMrD6o$_9GI%^pGd34R>I8y!mvXv)!eCZeVg)8~h)`|Wt*s}ll%c@0-S{KQ|
z=8EJ75<WqF84Jp)N0FQ-pjPh-!L<gwPbmlOmWb7<=`>dxGD5%kf8N`!o$cb=v+Bup
zr{-+y%bh&AJb$4`6bWKpcG1}e79pj0Kr%K;%#YNQEWLcBRid8oTt(=r$%6I=IwR0t
z>H@v`7HDRdC9dJ$Als9?7AY(m?t&X2>Xaf0CK6N9ViAOUH71T0pi0db&lm|Zy9c5E
z*b~T3a4~wsxn$RUGU{Ajs1iQ0ZB#c!aVM^N^r#|;mF0SJh3ONicmRJufWNLbU6)SY
zlb$8$+9-sP5}o(F%f5Fx5F;9~;t@i}pNDRD0n$4K)q|s6k*YmhPXiq>`*|n0=ma-i
z|E>p*2Z-%E)1*61I+K_Seskc}`z{y%YR9g&t=s1Mrm?zhtg9`n)^X}xx7Krn`ia@Q
z&L!hNP}4DzwdKB}%}tHnL=h)5ZWx`Z=7wwYTQ!V>5gyFtd`!jbocwDBbGL&Z+M&kF
zocr_K`wM3FMYB6^bc}l2s5Omy(3op9+CulOuJF4C`+5OTYp>ON=hS#lo9nxl)f)J{
zN!*(xnBJ^bk!2CH@A9yn6gT!YP7?W>M5X01BLS){j{GWFS&7BChD*4tPsqt#7+5Gd
z=W)&EPquRRAO4T$<#}X-Lv2j!JwFBu40`Q(F{-{PoQ|+xh$c=R{BTRuIbTN<bH`RP
zH0iCDs{{q;v%XOLXXL4a@H1bEQOs7RjU&&)w~c{TGI;brJhPu;7X`Z-W-14Z)^b91
zA@|YK{9d{EXGex`9f69<wTp`s+Dg3K(+!o2OUV)B{Y|>d>B$ylHP>w}sw&+rMOa;j
zr3Y%Bj8H(WlZBJwIb)NDXNxx8$s9L>&<WTDeyW&V7Eyv|3yDVoq6h)*g#mHBhA(M+
z4OgB`G<B961JhwtK}<{IXibzIwO3(t71dXXFuN(tu5!XfiXN6%ywf7AQ<0q__adha
zYZoALRLmZ)tQ5>w@pv8$<_Y7Ehl^;miYM!2YNit=9jpYCbvC1)%SwAfsd0B5cULhh
z1fEbd;X?YF*|QF0%{dnQ9(T;BZAS2Wcbz=K<Vir*vmp0$|9CgQOHN?_@vi-c>wSI(
zvf0m}CqJY-v&N4+Pw~twAy|PNgZ@d>IkI};Z_8h}NxS+g6AIR0`!iea;)ERP<Aiq&
zt~K-{kagc(O}+1a^@A7EANi$nT|23C>ejZo*cEFA_3<mZ6?8LTg9eQSH3D5GKyxV2
zEt$Fm&-Zt~3NQRlzM51OjS_iRMe%hgSpIe%Rurmpxl81EX!0p%YjT$@t@L>2&?p*T
z!|CJndXfs)E0aUEd~KDRlXsz+T}{(d;#FaMZS-_L#wyBVNq@>b#OJ`pf$N5HeUuq_
z68jH>3xUjEC>9SgXF+^;2+uXRKp_|gkAxmbpD*3ML?XlBgIY6?A~<CYz@Qeg@f`+n
z`jw7b>pBgldP#0J>Q1DSt~CreQt!F<WaC>VoPJeXfb04aiofev_rmz@ZP%q-%Loq?
zcl1)>AV;eac5^>;!&lwlRVOG4?oxBtWp_0P=kcy$&K-4mA$o>xL+fu4<8`8+hr3^X
zm0v8gD_R$3ueB7jHy)Y2-kKA_6Uf8n3Yyj>v~P5+Cgt^>+vqyAHY+r{J@C8Zs5g#=
z6DG?9t5s~%s%#@fPaP9xM>C&>QhZOz$4a$S2wiScW<_o%#{-GTRMKAD>L|)9Z#vQ4
z{eQviO2{Y7PIw5pSWf8pag2Em8GA&37~G1-Eopo5@n1F)*MEu9F9~X{%|nzu_{oDA
zY$5u#;oXny>cG4j5XkeT!1u{Jf$s6Hq{R${o}N~DAbvX_dflFu)4Ey-sE5dm%e+V@
zU1^UwJv}e`Nl3nb6K3CIbE%ta<YD-cwr*+GK8_ceUF+5)%c>Hs#Kp+WBv2jVTD(pf
z@w0Ri(~B(t3p<HL*_}#_o7za_oy74n4^;+!H41*P6*EJQyK;`B&v6phWf?&K`^F8n
zUbtmT;BUF<+GdbYxLEtfIwrWDtYgdud#kv;g1%#>e+m?j6WnR&SW;-++zN=J_n<P^
zQ1FI~uEgL=LiKcMWib0<9Z#2%g+P;!N`EO$e6-td!HPb8hq4a)yP1>WiNqpsWG2IP
zJXn)V04eAyzJuRYw4TE3&~8T%LGcG1U2twr-<rhLR&lXnd`RCSu2=m2+_q;WJ^Kh?
zcJ=Ul``p8yd1m?fA@^qhp|hTmC5<EyBm>Yk`3oy@UvG4g{n)mt)&RUCY9*i|eHDyD
z&BW%{n%VJ|RLuUl(rMV+)^ev-3pyuo5Vo_<gw{14D=&)N6~z~d3r+5O!MjB9q@g6D
z-}^e~$`o{ur-6d@GRnVMN~WSb55@LS+u{}5nB%Gt7GKi-Ig2kClrV{M5OEiFI@(m{
zV5?^4(o_F6u!uYzI)Z_7HgGPOfkl7H6te}^LM(E!+C05C82llYk5YnHmd@vd>O&!S
z#qUHS3VlWH;(i%G?&y4Ac1~a%m}d5iwojWIQ8`SF&3Jv_Gt-l8t?%CVRKVW0G_%9$
zSG6VEo5q?Wl{O`Kgm$8kr~QqoF-&$l!P}M&Vi{-~YP{}-#P2GE7fl`W>0S}7>xf<^
zTr0@5J2@yZJI*$elgBmmPj&W}6m*Raw4O8jz0kUG*O=ec4M6-(6klt??*buofv|j|
zYa*2gjjmnqSdE_D8TuI7^d~TTFr9jk`+A*NW@=#^YQ|D|cT#-ak<H^%Cv5Iff2Z{+
zqD4+S*SW47p%)&0hxbW?lc?9CdR0;{Q|Vvt{NW)xnE;8-B|*<B!u8^{<(o9?VRidJ
z6rZMPjCDP(^<q*>e6LJzutlTET6yJ&=AI=7LA~wAbJL$L-8PGP*5nxA&?!$!P1Vj+
z|F~q-pZdcb4xyHNWf>qVf%8cuJ8DX}e5v_@YftPv*{)`g$sDx9ig_V%SG4}<sK&)d
z5qjaP_M(Njx}fE*o=^5wPj_)Wd?H0t-C<=>o6IVeP4O3n5Z7d|vz48$op|j={Ds$c
zWLmLlC2KpS18&7&AUjz*DfxNZ=Z`5MJ+iWhkz=_R_Ou}GXlcq#lh~h=@iCTsKBI-?
zWTp#o!eSN9R|)Pnu<&@543~)a=%j|<CA%(svEFF3gk?4@a|5S$EN0Mb+ftL&*mg~@
z>oSK(p}%Gr@di)SxwYYUS(pjrzU1e3WKm)JYMFsxAY!KQmO_K=qYspF!`jW3PByn$
z1CU9GM`k=w5SkVVnFQKG&@eADZ|VqYyU*;3zVm?k>;1l!_8F(B@b$grk-nWA$Kx~b
zJmo`vbmw?_KT!)9$y9X6R1_I|>K(-FDuMreu+IXF6iSiOm->i$h$@$$&0FnmX5Mcl
zW=~-D>P_vm+G#qQ_Ii7Grar$|VXD3i>FiU&fJc7U`FYhjm@6vx_+6rS>F7WB7RZX1
z$~%U@b1ac@X;5u(M#Rt@fh?7A_Z7F~@?Q0&3n~WUQXg~s8wT4MGWke#%I9+o*}t0k
zS2IuJdghVsFM)FPX6!wSYbM){9JWYXE2=GpW<7rLJY9w#g#vC-I8EJ*BO-U9^`2z-
z5#~KYle^l&?3C}R<4f*QG5fh><9+6#UrN>0ylz|Irel}5hP&G~T?*i)X$l&$y=}^o
z+m3_#oHC#b;dExUYFbCFB+TAcdG!u6J0t+t6SS2o-hJI76(6#t3J>&6NxyfZH<Z`a
zNcVRw_kH_MzVR<Hd$UUbF3euvi`nn$kUKefh<*kXzjK0+JG4$tzD_p2wXU^Iq4f^&
zyQ7(XFo_0}U^H>2Gk>ulEg!E}vAK?|b?l&-x8QmVZ30E;5iAcF@}lV;t(~TLF^8A9
z9&*<Xw7FL9kKpg)4=I>k^mSj*UDIK0dohJzLUL)l&tEyO_Dj~_fetL%u^1_*9nx~^
z8`d7EwZkY|`DlGp+GnnZ?ge8>;b>94DhIa19<)*!yT7Bu^D^JAZ>pM|a)}Wh&!?K|
z9f=MKL)0fbk|Zpu<m|jW4Wzsm+m;vF#JFf2MWHPhc{!>%%FwW?YHOOBQk#Z(O^0lG
zsF{6b2~9(hhNTg+Gq+O>IS6|qr#B_oH`d9F7<mx_c8JR7t7y4SR%W`kGSl7&9NBVn
zvCd?+5h?Li#uQ-4y}y*;y}KmQy=hwyZ3fA~=1TU~wKf71LYE}GPQR<-^@h53iT?V5
z?kaNcQxkGmzmApKloD8kNMpX#_t69bCFF~p07UfkF@%U*1nZEcBKN5kkF0oTMFSK1
zBY0<<Xs#c~@px#n<;ahLbEpSdslYCvZ$7)VlhIM6BReaRKj*VgvUiX|Lm$7OBj9K2
zn=w$u2+1T!*e<ydw$Ft5`e0d?SIT*v##cgmS(UL2+uhFG?|=0MeFe+$`<wdtU8m*p
z#<3)mlZz!mzBbTO{1$5o4NdMs^a@2cUs-=Ilk-xAXVt2*`upDn6~!YUf$<546BfP7
zLRnH_s7b3#j>gT;V1}KT{3r_rMjLo{hI?n&K=;nmK3|*p_fzj~;#S8FV5eqyg1Has
zU=cJlmh|G$h)0Y4^PnZ44iwrv_2-ry<O<TeHzuI=YC|7)ce>T+MyII_i+IxYXL!i(
zHP-2U)b$#o(^Kvl!u#YN@s4ADIx|~auA0SWG8AkdXH65xm~1tCjV+=54e58uz<ZT0
zR&@cLZs+|N8QzIlej%R|$fPYMbmXCTfD#+LZ3jf+Vqb%`ERM3M;*~sJcId-u0aWn;
ztAdjbgKuOU%xRC=U@uYI&vWlDI2%u$ees0Zi&FbOvp;6$h1pw6&OvC`Xp^ExTxX%K
z?<!B)0k*VbXFSEbCRohF<uY0=qcvEC41Hq~99DIZ_&!`$y5tnIBdTX#GV`kPj<Qa1
z>0>jTQprQh#lPd+{qj9LUd8N6RtLE=js#lQRba&P(j&L0xD#e)n%qW=(Uj?py1RVr
z=1YivJA1HWY%`g75|SK)nuWN>Qc$COmgm*W1p8Mzn$yd1qWb1B9Xo=YA{aj)aZTvt
z)z#%C-|k<dUfw^--9_CzZ+9xLjYanplJc;%(1^NAsVt)>$LXCK^jt-_gy*K0(9gcK
zW5bN6l&3{-o{U%VXc@89V1F<V0o8dhoW}zr>P>?#{&mxUeU40wXkvs@RBemcSSIro
zguYo>+qJzjR@rQkPM7IqnZoQm18TSa62rPsQTBrb<K|9STU^Z*y$bJ#odw`0M|~$N
z0S$hO-ZB}i7$Tfum^R|cP3f&R9pnLs{I{4HvSOjWz?v|JA6Z^#x*o~_KGIZqs3xo(
z)-CbO!f^$1kA`sfT5Rx1(F@E7x*yxg*bxeb+<y{mNcpG1Nk>O8cCr#9M^pSyd(Pu8
zJ$BNuS}mwmM>eoGePC^S_ExI}o=pf4-2;`cc+64gw1!CBtzFgde*brG!!Y5SSi7xX
z+;=<PrpLleJxa+KRF*)MVA{*5O|C|fzVQAb^$YJm`2ee%`G;TcYcHT;HCssUpl|U^
z24dZY;|+awi;!l#`VzY~fohP)-Og()yr#fyuRM&A7Y^P^Bydvs@UO%1GMIoBJ29V9
zKC57|%vh0XOxKLBVxA74z~{lYjFc2@o_*3jC>Z%M=sBG@cO$1U^qG#=z#f(kHG`D~
z^AvQh;Gnlo>+m1BUJCj#G9eUnXMJII8O6^0xR!I$v_3V=PxbXjP+R4wuQ|vt5jB9-
zzG$J5^RBwSvYchsn@njx!QCs*z{BY-ex7Pln~ydReut(%@ha%>8N8*=gz=g6CPTDk
zj<)+&f&KS*(juyFOPk&u(`u&t{S)x>aQDlv@{48mG8<pU>^c>%wzIo>8MEiio@e9R
z;$~B8QFB-QaU|zEG`z3rmFx7erL_lRcRckcOy`8(WtMBmMAy~wfYxmriWipG%ub7(
z_>#E{bjt!MxJx-+Cd8qsL$xmBLL`>f`FXK{hh6!e|FQp6*SzYiS5HGFJ&0v$ys-!@
zH$t;bBo4*vRJ?i-9zoBXye9ui2v6Q#^;}0xiADQ|^ZE9R74G<=p{o%wjMBM1>R^$=
z9)~WJmkM@nN?u+2!xUpLv~`Ax7sLg<47Z=`JdM5!Wzmans1m9?d&T?FgGx`1ODC7p
zsIwGi=W?W(9e23NGMcU;!-~mE8+JloddR(W!-;G@>=`-wYNs>xTVuC5a_d~36!0$A
zV5(GW8h2(%cNTQv`l+wcn*}^}xL}2lj2KNgPe)3&$4z2(3hu(}%MisQedzsl);BRo
z$;M_nUbCEFQ4!*dH?fk5oiKNX`nU%Ba?oV$k*Ovuer(Kewgx$QJF{v1@HZ<nA$zc7
z>0(AJi$a4=N(5^=a9mLZ*pART)dYV18JBbg2HPoehu`C&qV<s-Pn=}xrV}?6W>h#H
zXy-9FD}nOl7k6aM@GN+_iJO&p@kt(kFitzRRFLB;HKDQ-l3Sn;QHk_O^`k2wKTq=H
z8MIM6O5H?D4T(bu)p4_l`A~`S(B9oGyw`vCE>g^1zo}o|ce}nU8*&-IVPAke78J~`
zcMkYHkK!N4(Bw(`{o{M=p9l4Yw4T;EoM~H&ptB5ntFXTYe8%|LBi-aZO-7cyHT+?x
z-o~H@BzXwahbYBf>4B;Z#Tp_A4T?vsLidnOS2;$@ly&K|=&PI<1uxnLn=&&ukZ4`Q
z2ryd~lPI+;!L0axkyhu)?M!L`PvQ&dyD9ywXqp=*XXE&67}E+T<c{Diw|uuhG1wa5
z&)HaOuwUX+)8vHD^tI7&hw0n^3YPpoPTlW24xEl?pIX30pSf~4<S2U_85D~#4i=Yj
zbt-e^*yjjfh|J9Z1N?|qJHdb>^we`NmYDp?g7!RR`!eVLJoo-$nZ4egfm&;N-<aOj
zr_~ym6_`|O6AtDHc~x!KHFuPC_2#nHSTtJ8PS*m>)~eB5HihUB(wp6Z)gL*diMY;E
zb6+e8-W9W(%ym^TNzq53sKRF+p^%gL<T*uXr?hs8--Y61@t-e8z81xI;ag$eKlWeV
zT#s`O14wqn-4AO!n-L5yeH2-?o6wepHeNz_QU&s#Ful+^0lfI>$v`q5NW4$Obw*V_
z+w$d|I2&}fB;>D{E@8yf!mg-@?bX5e_l3}P%Z%3HJl*d5!yJU?D0uIWfWSO2AQlDj
z{UYO&yULrK^Q<jN-aWK`(L3CyiY-M|f?ow4WeBscL_sH^_Yz54G+2c_E{6Dv65235
ziV=`wSHWve{MIyJ+ZdBbbnfVZRn0PNvBCiCFe6ePf{``6KlYxW!DBJ7orb*`%LdgM
zy^IGdz{NJ`2?&tUv%%MyLH`<@>ryM1GJ%D<9$)%!V^b*S!W(Vb;mBG!)l(4|Eka2b
zELaR|38v5lQc74;HCRfDU}BI)2xp6s)(MdWSfPN@zl}c+UbvE@n4!B9b)V=7CoC$s
z_=9zfjDKuK6C!#iHM|T=fv~Nxd_nX%FPB`uN7Dy{`z$q2+~gQoOUTP9D1OghbW*G?
zo_#_&$O_~LSfvQ0z97j5A$L*W3+NP}1>ku|yPpc%=>*g?T`)V5d*9yG=I-ln-eNCB
zDy?zTxW4c9gKTK$+JJqTU;c11|4O`<Z*|gM$L|utKf3+opLufrB@P{X%9X9MM4;Hj
z@>Q}rymvHW;H)^eqJ<sLoef5a3q~CsV2cN`K}&@$Hd!g&4tx?OD@2$PJGAiko<Mr}
z6^yud1YHAfUgikL4H5;)f<|2Rm{lYOdbI2X3R=A{gBQg`pK_j3>^#={_WUkXf{}<m
zJ_kdACU<mnQX=pA40C71#;30PQG;n33K(%SB~!K?ha;b4Fbxu7y6Q;jGYH!`5l(k6
zu=m8YR{7QAQP0<(FLHBs49XH`nl`2~+D1eA=%*=bdl?EpjXJZ4Kf=$$-7mk&FP7Qw
zn-g%?fW*g@d%^A9q=4L1<erz>r7f;8yOZL(aZfm3pEa5b<z{2GI;&=T*_N=K;2nNn
z5xft^4q^LT<>WQ93!5uWH&>+SLx9`7RN<{uG5bbY+(7P1GcQ6r0a>^xO7uK;9lYz9
zT`@Zh`^WrKk0r~G+Z@zQC;LMXKUmIou}VoGqk=}J<pt7*g~X0@fk@=bWdtm*D)7)e
z_r-DSd(>7vmLRyI&Alz(GMN2_`Qyu!G2$;UJ1n1v=Wsf1w<Q$Cm;P5@=iVg~cm!JQ
zmS-1Py6;CHrF`hC9j;){JF67_B*%DPTDS7{F6kvFa*^Og5i86-SY(*hbmu{ndg8>r
z8;frS6Q6Gw{@BBsn6?7ve&|vk6pXyPp<7{EG$W<(+31OV<y8l#3!DAwkm=9i&A_e<
zo$83E^0A|5+#5U9k;f4RM$5O}h`L-GC2tU^_I6?Rfp92dHu9p(eBYvW3uAe6;~0$u
zwmBIS<@{*N&{)7t$4^l5n=aByEE;HOCoPatZ6_x`TE@EQKQ^|*X^LvJKMn@dV6upq
zWo)bw1JHlRHD3kkT>oj7Tv32Xpml?uI5UIXr4qr9r0zvx$Do`AZI#|;<_n%7T*6^h
zE-z?ZI2{Tu*8s<M6n(?s&q9Jq1>yHHct7@3kH<Or2#n%an8`D5!Nl8++#MLZ+p)WO
z9^Q7Wz{%>g?a0|c+yfi>-VB^wec}G_?IW|_)VhNpqk^Dhgy;apq)0=H^Ls26#4bS4
z795oLb7n88ys+GPY7=z$$(MF}$sx#xiqsQ1D4H^;$T&{qP?4cc16c*)PgZnjNO;E)
zhs?wAJcNUKa~NDZ9wfAa^7&-T5n4!?bElwsMRmuha%OJN;_eZ&r!g~MRK8uN36pY1
zK1cOm9C2sC)yxH#Y^R<y+N)kXmHlJD4YK^lE}Q)+5{T<04=?`nc-d)wr$=5OZZ@jP
z{qrEo(WiAzy62dTSs2>qgR!{Dc*+ypx9FWmNIVL#!n?&Jhp~(kB?B1y&5_rhXt=G3
zpe^t^Qw14e6SXH{YaG%wpJPlneb62=n~Y>#(3^!M{a)tWpXc6REVI{YlY0X5`%&d?
zbXy(XREO7<;Z<dLc{>1Cw*zk8R7baWu>3>=-Y2xbQ-I<L+o5vF(zlnboY`}7@Aj?X
z#F-hvoP_*RK+S!{K2iKUSOQ7W>nc2zce3$Jcn2w&OhCI6Hn70+v}QhyA|iL9W9U?-
zy%W5{xzZn}TI9B*>jku<V~L~xiD9kQ!=)L<q#LoHNw*9c!H@=W=59G1qdBoKeW2^g
z^S8kFcR}zFMGv&PbMe=+XeCHz5ujLI9*YU>W=n5e5Qd)b2OhHiBuXCWdupJg8)3K_
z!|XS6x>;#5m7Z4W<IE7JWkx(Muxy<Iyk14<PInCRM)hnm)qN%wuP>mim@6J9NLSE_
zcO9x1u504_sjNcS<{~1oE`P-1!Q4{?ir0AT1yjB*G6sbQB8ZZvEx`Vg@+ey9sFy>x
zcd2YVVLKKsi>!k`45>m94gv3WgeA3m*>kRXHn{HFw?mg!VyRRX1E=mu(+xu=MP9V+
zQmaE(EbD>Gu7y=~MTW-(%~=SK({e89eHzcjpdRsFOi_SLX=fR9SK(kC4&_pu;3Q16
zPDr)(Hgqf!n8WXYYcf;hkg}T`2foPKS4#Ot=)JNw24Z`X57PcdW<KrCqRxcUKbM!Z
zOMzg*l+3U@kxLCSfYBnRcsf~9hEU+<JQ^9%7<mBHF9N?(U?2rn8sS-Q5Ys7U&t~2s
z2&)-iE0D<jkz0$PzBsa(xEh+EHRC4``piuXH#TIO7+%Wafy}_n<v7ntYu;vTZ^$wU
zTw(c{zg6IzWX8ia<a~}uK0z%N;+db${A?=VQR&pCwci`gt=Y;3Q-L)BOKZHeMhn4Y
zVNDm-OkgV%`%BvZ3unFr++_}@%jwGP8D?+k@C%OpZEb43`tE(qw1DlGdbM>^V}?~a
z_F#YJ0xPKe09r(Wmhef_fr6|&)#6jHKWWD2b1Nu5#^vW(tOm5(fKu`4)07XeXw_IN
zF8M6QlxcX&MD{6-8~T%jRFeD;N)iN<tlwDsAq(;QGxQ;TYtB?Vz6BeFtUb@#Mp_{0
z7+4<R{D782(2;wS_N>4(CQwx)+nCxG$^Mi%t&z@OF<3`t=JJd1g=GytqXr$KuFv)M
zFgw=J;ttKYTQSu+pGH?W+lbFR#Xj$H>N4E+Jqh-E8->8#m~Wz08OivJYy5Ni?hT2@
zK3#RteR|$cu1A}z@#bu>IUQt7TE8S1$FNJh@-Vu=U{m>XipE~%(!%Wc++Ja3%lDcg
zQ?eQf?$y%$p1j=9t|1ASNWKo#NAwP}baz;^<7ju^^J;zRt;6ZA21YI*StnEH1e{Nf
zF8q18`{h^p<ud!-<i0w-tBxwd;KLiC^}$7@e}2<DyXu`^^##}ci|fJV4H#bCj=)V7
zmY<bSLVBF*D83W9uiG7yv^+w3rpfdMmR8fv<{>lO=ZlESJ8f}*9m07e^laIu8OlOD
zZzZ-3q~DnxOAd<MPS@f?F(8FZF|-k*8|-eBQ`zH9h+eb0ILFGkZyamI?2e>5@^$>m
zh{f<Z36(1jD})jR=E^5Wnaf5G37pP07Vx4Tse=IP8m#Ih_bw%Mv8~$%F{0=g1QCe^
z#@lV9=*!yKvZ|~SdrktX;n(xv(jYMBJB92mqU?p#wlZZM>r|&MM(dbbFcKQD<fffg
zcaArtmWSE3nt%Q5R_I%tH?#$ZY>Nh7iffp4VE3U3U73Uw<gN|GsAKL`As<VST*UH=
zo?QAwc3UubV~M4kc)ws#Lh>{3x1x1RGVl_r6UZpNcS?f*U|6RBg}j=gLP3yhd0nRM
z$n=d{dUl5PHDCOpdoy%z8N?&MJHnWV(Q;T@V^U3oPQZTNGS3<-z|LjI76a<8b=4)(
zcN@?vjJZfin6IqNvZ;V?4SP$<osbQunl{Y7gmDu3;KWRZy7{vZAs=ijJ$i`wk;$<Y
z<TuH{?<TA5Xt{ybJJYyHDPb5etD3R`Xh<DF0tz)Q6N*RjhZ$o!HZm}pB{Yom8HGId
zN3&oej(imNBLe^7A{#B}r;~AY2J$LJzLJ&)ZkEHL^v{|kVGE@`<$X!rrwY5N3%0_)
z`PzW=eq#8^3gM!{isFJ#2gi0n+MlHYn!Pnyh-@g6(>G%amf!LWhQBp}o#FEX#B)z0
znah%ZpHPEEf<F)9d5{`Grq7(No#Axe?G1+g-mu>VgI>4a?ex2C(Cf6osNJ4)I@4}f
zgMEE-*6SI)!K^!&b^5bTciL(9o6UtWZ}kR^;do?w(_nMoU;g&@ABEXBUmEpJwK0&I
zg}*H;6a~dgmqFfZp!EEd0|XM$i(<cM%G<L8DjayU7?0?_#b_a7d==(PZeLZJ*do{v
z(Fn~NSP_~TpDUJ;qcwjw><hNWI$T(>$mAGKL?wbRg~&1i(`=#jM^Gb%xHU)P=hmO4
z10x&GH>1UtE&DyhB$9TPe0vii9O>&l<TuB%tmWga%KFSTkjhtIEeW{1ptMmjLa3bd
zm~SgHo3PWtjQR#2+5v;wnH1yR%<bwTcyl%WaJt05u{q}}X<dmxh)WiYw=TxfR}+Ue
zAL{Rnh`pVpx5nmVkeyC;7ns$L9iXMc^!ehrh3lpmZWn#=XG0fe=X>3lrHu*GU<0Pc
z+{$b?_p)#C#b<F&@}Y*0{lH_LaN5B-&pJnp*K)5r(hGkhp7SjJt?RydGq7$3Oo126
zTu>SQsh|C&)_}XaaaCx2bgN=>!t?9u=(0Mzs0_}p2j^FUvl5s6Glh$5g8K25!gXbG
zQ=Q)48`avpS{Ht&=1vv9-ZY5fai%3FKc0CL!$&P|F!O63OlIDA>apb@>3XQ2M!D50
zT(2Y31oS%#p-bbl+*B$%C!qwdnO)I3ellM+n=kOYVr0e3g};rC(=nlsWQ?qkwHgDO
z*dk-bi8LecO8Nc(k*M(%w)md$LLsU6XcrR2dnl%uJ<6jVLOHSxLrl(TYr<nE4gx9#
z$n7MVz>*^(rSEPj%QnXzQ>RIoR}6{GwO3Vzfho#@6=tuHnx+eeW>_`HoKfa9%#u=j
zWOkWC^#Zf+ak|jD3`Q@lIYca%&*qj^;@km@nEgd&*Bvy9(1p`g+qK%7JcD?ux5V3x
z2%Y3-Hn1`n9Dy$7Y=mmWGQ%~lEHDK~2Tbw;WaGtc6^hR!8_C57sWVFsnW!#b>N+0O
zQ~anIzlG`*X^qdIXEpKJy(MIj@3nv(ZYl?Ct^n}6QyqGm*{S1`<yJN_+1#WEzL}Vt
zp~&P!`cAE%6DB0mMT~@reTZzY0OR}w+$7dk;dU~nm|p1Wd7wOYNdw)6fE^<45o!@J
zjYDYtuJ1AJS_WPZJ;og}`GQyj`wn`Ju=41R<31N{Fp0XP5Jz5T<o0K1{#j{6<Pi9a
z4Ho=yklb%5{R^S%u=)wJyNc+A--Y50Zc5T#W3$J$47A<AybEu$Bn1&{R$;aZH|r?%
zk{$9+Ki+vU5`qUZ74Z9<b%H4^3Fr)2)j;v&G#HjDO9+&NtR>ud;YJHDT6*!)OIALs
zf(@$zfyb)^%OF~X=`sM>%8M5^ikih>FdX%Iqh42I*zF8DZP0HE#){U3$NT+R5A+26
zzR@2nhNF3ZG->z7t=6>HnGFV>>rRYCXFMIQT`~!c!Rq^0pCVK&+b^wFuihDxd>~zr
zYx#<{KE>~<g;2T(RZC#W?|bcp62dFXps%-OnV!2C5TMP4bT7kjm0&ptp^x}nk*ZoS
za2B6o7O@*vN37OVUMQQ=8XzlM<)t9Bo=8ENvT^~*qEGbnw6Hr%`*RXOEE<7)z_4#6
z7fm8s&X-EM%DR8OC0R|?iCz-XVe%s>W+(PHL_#2GI^D3ZOn9`t9{F(c^S4ZI9559E
z_UFpuqk26(?^Zq!M|OC-h~9O*Hw?a<#2=05<2*WDhNp}0bmpCo&5PmcX0)nIolo86
z`7AnLB<IWM!U&bqotWaD<t=r2zdY%EjB~N$Lm+o2DL96Jiyxiv@{sASLes3z`5rMC
z?ot-;>yyUnQ)_+Jbk0G`L3K}`-AQfrxxPGYuFhI(zW6d!Zpim8V4d)CH2w43`-_d)
zZ*E7|MB>+jD;<wlMpt*^%j)Q&GCaE;oL&t+U-rStMeoyj_v2Xyd^l^f&k=nW=bYbg
z{^Y7Uy}p~>)~LmcKP~Ed<aQL?yF+U*v4>M<G;^nl)=}2&!J$iTIJV~tZ;5nmg@0YB
zSstR-pfs;W$fZ=_86n5q5b+gfcwG7g*4B=8IWNZ>hQ=!YI!@R!CSKDw5jS=;mV;Re
z<es`}#26KPym4|!!aw)H;|NANGKP$3o${HJ(LD`JdrP|$>V0wuwuR0=;7p#MpF#X`
zvBBRyB-t02kOwC;d|C*FaPNc@DKSr70W+Z0EGni-$pB?UFUk``cf#rfyJmBV*?)xD
ziw5((GP+j#h}4JH9zp5;@wfvu=V6HM7*bJ*mJ>hPq$tT#(V!$QXM`|3syq!&A6lBh
z6)#AGn}TZF5ppCTofC<mRL`(^L3;+6=fzYnCUwH{T_YLHHv}ntvXsn%huKjk3~;wl
zDSD`!uQ1d}fXu31CcJZk44@=Ec!OK@P||Uv;-T!R^uFN^M>Bgi1#9U&hu?u@(djBO
z;sGT~=COhq0((*5Ah%O$oUl6$;aqa*tjBa?ohJHXpXNI*n;Gb-XsgN3L&aYO4%dC0
zGwsWcb=g){9vw?YUtz^LB#Nh2C}^p|BAS0x{Yaf52(HG6sF5NFU<ykr=H$J}mOn=8
zDr_&pWFlxqyRraC<)F~(ri3!V%hrBoVv-|LzzsS;L9z*DA|Ar*9rA3^X2&}#*e)F8
zd~{s}v@M|S!$5$lu>xHT;mi!?cChlowI3-Yrk|RDJULYi3lG33b(4*o?wmy6#VArR
zlr|Uh8UK}7&ke9LW*X*fW*de*pF0Y&Zy4;miv_uOYdSZl#(FYYj)(K{i29c62Bzbi
zVX}@{D!cFBpNooR^QGD9HM--4zoFK@r}0Zhs%@~0;>)f;q4>jILg^GcjxzPc0u_vj
z$`#n56HO?a;qscSVP2_;CryH7MnBUyDP|6_l%Mdu7sPeC<VODe5g>%qGH)&UE~q@L
zqcVm46`^ymwFe!@vs!2~^+weALhd7_RuxUlT*d~;d>?dxveajmWx`L$&&dzdS_OFW
z*NwDgZfg_@hhDR{`uLl7m2cimTJ3JDd2@4fbyKO-+ZUDk`7OA+tkf#^jb^>wtv7qs
z>abR;oLx1WV}@v4^@Ga+^JRh?DW(G&=W)fMOs}i+GM5&SJbv|JL)VtR_|v9+){(hy
zGWfOcuq4KI9$TA>`ug+z5@tVXm?sVUq^@C|)B%rjFR`y5#MORq&*FLLH%XEGiP>Ll
z=O-jD>6;zF9-(VaFKPY5Y5NHv`cD_a@;SfXj<2iJ%Dqvk5yB(16LTA_rc<qO_HgVD
zM!*5=k0zc1VLSbCg83Yan*g~TjqoLMY5hvVc~bPQ_=M0<jKMg5q#IZpP~`^fkabss
zJ~4=6n21E;IMxcYy9vxL9%xR4?nT$}>AbV7&@@A~(uF4$rud!uuE(W?u_Kx7ZkA>`
zrHy(XPv>yD46sA;M{hoj`Dpk_Ac%X-2K(6^=CoXUa6QGK%yb@X@4@sQNYIT|L1*T4
z4Yw<uGV+yV;Dw$>q1t0*X0)J;(4}Y&vol(ypzp7D4hel<-X_z-3tIm=>#k`1ARAev
z9Hl*0cgS+-(-`R39HTRviy@L=si%|DBs?cDk=`-U`ikURAtPj_ZAaS4HM7s?L{s|<
zVqW1#;rA76P6jfa8r#`oH(fr!@5I7f04oEQ^bTn{NE|AcYvw!?7^w`4A2V<Y_IKId
zlZ~Xn&GG=^mdG0GIeA^ZBjm22eiB;Y;=vsK(ndpSnt=F70d<ou)9Vf+>6KF`8jg60
zoY@DAbeU&dW_1ct##pN?;zid%4{*`8s25yy(DTczYA)s!LxEh?hYp3pmO*tu62e@H
zHRQ6a``HPTl{TJS?mj5K=UQvp@lfL<u~u5UC9%1;)mV93Mh_oiBW$bSGeCzgNQj*d
ze*1D7E`Kxy7$yuJ!RFE?ARd4jV{lpYTCVOFi0wclu>+9e`LE%SvtrFmKZrt<QJ-R^
zokoP&=F(ZOfW2Clu$BuAI9<{D0xAcZ-(`QfbQdd+b`;ab@WNisSqZ@Fp5yb-{%BS2
zukV_ZH*Zd2mMNQu7TNkfb!>zIdji6P&OW8jF9P{JuFo3=m1sZ3a_1R{+kkw$)n{9Z
zI5RRT^ix<H#sRP>rLN5fK#9^BY^riiQbJ<Zxr>ZbsXAp|Y8AUzF!F%-#tglCJ`!v-
z#f$h;6lGsS)Fv}o66B%%G!j}@tzISj3)jn%Kshida%Z_nHh#F=4AeSVf3WrEy!_br
zq=@g<Cl-_F8|%&OB>H%3oPMbO=3oEYw}0{HZ~yY2o&8_`Q}u8D_x`K@bA9p6{Pb5&
z_4~B*emlJg2i2(8&U&r5e!XqoEYIHAt=4R0*N557AeF?vOonC1dt8}dc^AX)IMtKA
zr_RnWS(5*l#-F$B&ke=YP5X1(y(P!hmtuOY=ihbQo2Gr<u*4Fl?ZE7x>dxnebK2xl
zKHl|LJwpDhHrX{sVQc6hagjy%>`!&}m$LDnuZAaAgHM<JPZxdJDtx@?e?05Skpgl=
z;lp_kyg%){J8i!^?Yt+1Cze0&eYza*RHxUYb5it0@Lt8Mmf>-@(K1nvfpJ5NZa64j
zgSI$8=lf{lkEHqCRq$qW-<SvVm7}`@><H;gYrHhjLHY#pQhaAnED<zD;xcbN*V?hq
z5$1tH`f;2m>Pg6RM47`QdZ+a`TJvzOW_Y7n@p>Ju6xjKH*?X@iNv|u(^Do}rr)k@@
zruA@Vcg=RDXST`iCO`>*O#&n#3qYYzDl4_lkQrKQEk6}HYkz)kL{@<SYRvcm!vkT*
z0+ErrGUD@l{P=N)`PUR+>P_4LS21kK`|QD?%WC>X(h#bAYn<?x<Kbd##QcFL-oO_A
zSoAVn17$lV<29Q7&2X|tX5W$}g$MuH;;SK58i~H+5`pL?3;o_iJjObzwYh+S4_=Ae
zzolRo$!1FMEiZIiMh^FCsYkhHW<i*_xs3qRGLgOiZTN<D+&*ZG(JTYGLw1Jdu<l5d
zxeUrXRM$PWyfwBq#ieh!Y;Q|sI0!3Fn{K_mAp1|qZkqQJs&%?!R?>_%xZIjGnjD#y
zjqaLpGu<=;>tq9mE{7E!Wy-L!YWI(5JrETbdk|ePt1h>Y`Ly|Hjp(BRca9A;72g{2
zT(=E-Uk8i@O*dD(a&Kd+)P*!K)d8tj7}4+}i5uS`xb4u*?V_Sn0bX`C&5dg#7xsC^
zh?CjO1>7SQoUsYKK*K*l<A>@mUUDPFF-2n%(_|2m0d3M4Kd~(FaJ!XfA&$1gg4#G>
zpB-fHxOCzRikZ7D?)NCo$Cte+9`zKxx#^u*&D#}veh*bY*?CIS!&D#7TQc?Vxm_Bg
zeq-0~$P0IbKG30O=dVV49&|DIoyyu5B_T2Qe6Gte*jnnLO9>VepU+y1-1%_2u!X0t
zBKG*=yg=l<r}VwR^S#M<((g`sJ!(wRiGQ;u2GAkqoIW_-7oeN_ZolvL2h;9g+|_4|
zdTj@i&h<u};cY0fzkhjno;<s}efnhIZoL)D)k3W`2#^Fwytl*m?Q-94cVM==^Vhrl
zd_3*^maG5P9rzOttM=(_VI5atsykk{#v9R1<O_6&DK}Fjj-wnn4YJ3oj!IC@^V5c*
zZ*O65vh{!=PTHLGc<KV*c-?^D+XH|-2C(9>U12le&Vr|D+uwlfh9zK`)Mx!fCuiHU
zx8~SBsM;`N(&q6Dw^i=AxyC5V33I&0Pw(<}aCLZl{g;mt@4XfN@K=??&j#V=)8tW*
zJMYI{jMJxX@yacSoO&earWXCI*NCiJp;3B&P`$19hmqduvaw9?%hrA5F*w<3Egf*L
zk@GI&yO?5dA>0<p8tt|pDbTsQ<icDPT}fri(^S>ZRD%=|u?3gG`VCd`uJTygx-{wG
zqEChLUO4AcksQZ>X%W3j2NUU4XFy!no1pE7dGC*wjX#alPQulbo65;enL53$oLrYr
zuE6dh2!0Rf_jf>W>iDX7c#)?Jxbu-kKES@~0&tJkZ{ouDXtEVcx8uV1PO8ua-&ut#
zRK`@1TaydVof77Cb)4(QOxt1UHI)Bm)f<i}+;2dCr%hjv%zmJaB*lxcl8hS|&G?vG
z-XuqCJ#`SblRINe_YJbkV7$|JJAH33#G!QF>j!+Pj?wL7Jl>UaX)u_0W3+ajG}0)U
zD=jaN6q6}xVbbbw5?BoI!zb)!x^}&d7u=CEPMQf<xsiuZR<Pb-<(Ui-T+_)z!4s8l
zf$jN}3-V^*-u0ck&ScXZt(cDSlFYPSikF*V;OWza?6zCK-=+PIJFl2_<FfUdA`S$9
z<@>P{2-yK5e7i(McIIe%mhHNb5f{ljPQ~i?H;QYW-MTXV=b9&ST#=4Q%egHB?%+FR
z8fSo2jxkk`y)Cq*07vxXh+y-`ezfv4WAPkmSru;?wew8jai0)}segnHTf@i(c4hbq
zJEY)ZNJErFP-Lc%fGll0#6I|5ZfnC%V|^}h=DSza(ep2?vZ`Z*$EKu4rle)k9W5f6
zwPIzk?n+Qz?y8-)Yf5mi93(8Pt676UsChBAbWH@dWB?^;1DFHSj6lxc<cDF2{YK%^
zC{!Gx0%A1)lM{UHq=z4iU}v`8ngj^TnW390`LgG}LiVmR2i7Hf6Aiu^qvt0C$H$=l
zZW_R=zbbdO0^EV-sR_x&yB_>CYHju76qfr6ubHfRY+I}Smr)N#O)PW(cb>E|!1p&U
zBp5+^;5$tIjP(H+c<uEQ=)-RQu6W(?8qwFJNCcQTY<zmoctpGH42SM;$nCca_$EwZ
zOOQd64Tttkv1Wr2J^Q%VA9ZQi8&eFa**57<Q`d=`^LV8;E)?1)$Cq;itS?^{N|k&S
zk=mvYxT6wuI24)UA9Ffu-WOVe?OK7B3nWx98v%$6-?Xrgu#l2rpm8oj13$()PKD4B
zsUbE;r5<uPp02V?5zD=Gr3-*~v?3@*)N%7<hO{?TmMCrk)N&TJ`ZwE{^JE6!6)^W*
z#h%D3HvYb6M^m>grtm&l73`D31S-Xz2836E<)e6>8$N2Qv9|*Irbzoz+bQ<E%7n$1
zO(ZqBIJj+|ocEr5l-qmIiJwh!p>gKQDTGGZt5GrRHB*y%YFfVbYuA1wIxb%Yl`|*(
zyq7s`wi>Y(o^^Bc!}D7ZcF#zC7DEp#KU?JY{8O;&3Prgrw3gZWJb~v-(F+w_;QPj?
zVG|WEg{@pUh?V>>iLnI7lssTPTx2UYxUJ5T)mftK#o@uSn9>hYc&F5+)i!ISI8Xi^
z+23@qISSVfL)F9U%HehSNU&ZxxvCsrmX9t=$5$mFep}aozUu6zLh-J{i-PJre{@0r
zUerl|4>lijegmsty@}OB8ooCoiAFTljI#)j*A4q|#bK5z4Y`wH`MosE8E4v34d#s%
zc>L?WRkd-sx-DMjoB_ahJaF1QuRHL1Lt8$49=L2x#Tkp!lADRS_4%Z=XHY%|zMCCR
z4pUJ9mJrY#LlFq#2^I;uL$8mG2|X0!xwg-9DN~*#3JM^uG+efu+k6bx<uvA8HWhaw
z&l5hSN2`U?8Y*jO;jRdL7M)mYZT5U7@BPVo<ZcGjHFr!YVFY9>;(cn|P4mWd9U@(!
zX$H=|!y0Sn5~H=XU6a10-0!V9)SeqVFAM87!^=jH$c~b=AR`#wE(-0G!#j!?Os6Zq
zFIabq<T6~^5YS?gYH4BoH?*>i(%bYnmc2wOY({=|-;L{xp|VlXvAT<loDCOUj*t}@
z^-)WX9DEG#m4v>>a?m_STDQg!x;84L`&(tNil`F}C&_$MO>|yYPJ`54K{iSxfWF)k
z;ulQnoN@N>@69oI^S<)!nT`j-cNlxl7~4V|CDmUi0Mi-h=UV!7F1B{)Z|43|&?Olh
z7(EZ9>%DazsTmP=@Qc#^MN2H>k7DIXieDcVQL(mojjjd~q%C?#&?gi@w{+#G(LnQg
zR|2*f@1jW`FyQu?o-1xfowZ5<G@vlI=1oB`vvnrmMCJ0l1;o4TWHCKg${zjZ%KWjU
z=%(sJj+Dq66+(yC3V%?%0sGS>ojV~rcsOug1?7i6r%-%X*vR7`hvJTtz#O9$hVsm(
zx+C<8CdH4_HHLc*(N0rTu+CuMeosxiJt=8Sht4gXyLxtnHG_fIAG%~RjmFc_u-9(D
z<olz^VjPrW`Ft#oMSs0EJU%=R(5K$r<w~Vor9PUiY1=#QoU-`dc4n&S418BXgBU<J
zy9P#|uvH!|0s7Yl^nZ0<^Li~9@@(hRu_ZLc9E4xr$me)DFmMOo8Mx~>Du_2LDooQX
zkxn8~QK7v&tF?n!>usuVMC~Ow3%JvXOVUP(ro#i4LOpIP;K<65U3M-;ac9B(J8p&h
zUasR6IxgT|LKn*VCr4bGbQmxZ?^>+mrIFQ^94|c;`np2fDRjoAfd}ATMf+brIPFDm
z+xrhn2VeAKN8{V$UikSqvF~J0I`J27CG6IsLE(IvznB#x;C_(3SY(gJkr$I{6?G`q
zaQ1h(wLY0jur)as4L{mI1n3mom_^SSy%q7Csrt7}*kQEF-WBQ;sp%NN`O%UWqLIhU
zw&-4z=+<34=V|kEEna<GLuQpG5#f_k9ax_f>MRoa)%L9ZcMrNZQWksH<-N-i_2RO0
za9KJ6)`jeqql@yf0e3*$RQdQyrH-C6z-95^ykIJC?|||=XbY|$8Xs`Kic;|N)tg&{
zdBXQ726x#G6n!$^vy}$iY2^8nRR&bC`i&}7`YM?G;xLc9ovL3b^-I;E?eUxKNvmsX
z+UknQM|+P5pXzkoK_6nzlT$syIr<AOVm)U1O!-If1C{~cgutf=+zqk=?#-TSmQ@+r
z5=QJ~$|M+)R5&1@FjpRx8yp&)ddIDIJ#;)&qvy6HMv@nFz3bP=@8(rzR-Vf(uiEu6
zG2=l=xM8iaTI~nW1tghLWSJ@G(=^dg;`nMR+(G#c3RVNzUmu`<<Gz~od;bmDaok&T
z*txm((YC3YRxf16=-Y1no5*g~f`EIA<`9yv)e;+UiX|yl#%N@?(AgG-cobQyu~ugI
zdGjlneK&{*9Ief=TLHzIOk)JxNO`sO20o%MQXU*z=W`&QaUqH$T?SdQ<4sKJT9&?G
zFu|p7XPen1O+#gcNw#w_lSf^?a@bBbvFwofUJibsEpX>r%JmIaUp{+SZZ=(tFAhDD
zYx}tlXN-W;lmTwDPz-6go5k<$(8B9?F`_BHg08n9I~*(pxr#oY#kU-D0T$a;LB8%&
ziL#5@C&6+YzFSCnwUg^Ys}_4O7z_OE2b0a%gXe)B2UTaR&(l!D5wW2ra0l5ZL2nxH
z=FnSMQ5<U>%Aj$ntv9KOr`K?t!vNhqC=AUmb8`Mnh(pXCADw1HD_ZFAb=;D}06K^M
zipCSESk;m+ye^bTE2EV$Q+t!R#}FSH0jWF`jd9||jCZ>m2p8IB4MCd-oPPCL6IM>9
z?sxz|t1;h|8uR-S4-c}N_tL)$+zrq}pBZGwlNW)@c+eLc&&-`;P4YBy`sCy`nmgRT
z{@{-v_PRaXCkmBHq1NQI({&e}ZQX-AcLeUjcZ2K})~)6cIlV3R1a}<%U*Ex7554_8
z?gQ>>{DE~Ed6pUw0AoR8w%!<RbLuNHUNI3!teu)39IsbBuK;v*Mp%?9cfH2ouHM_Q
z&PLnLDmt@uOTx2>#?y&s1zZqMRM@0@L^kZuZtKk)2JRQ%KzZ&f`9%jsH{W&z?hx#-
zVNC?0yrz~iz+r4;hJBnF>}i49OpBd*uiP6|2QEev7vc7w{_vFikNn=JxxG(2*H8PQ
zr`^kk<LDDFy<a%~XqY()YN1u-a#6aPmgC)GqMyB4RIYkAPp7pC?u&^!$#(&}b;h6r
zB|PpNEXv6ehc)(c+u_pJKnBA&j6J@ZpRRaG@EsGIvW)4%753$sq?0={InPa$8dGA|
z)lF7Vx1t<C+rYV$7Yn99ST}nubSZ821m`T4mKuL|s(Dk-{`9)?^s@Z)f+{_~D8Eou
z_Ae?g&dd8?{Z*NE{^*8|UQPWWt-2}R_2Q!V;-c{4Jon-(_u@Ref1W$IC>&fC4;jH<
z<d3h5;`YO;vvBz$QoaJ;<FNF#P@)k@iKUNaI=5LMzMm<La+OK0)X%GWIaAqEFI(zn
zimG&>m(F8T-z7v|*|NEIrqIoo`^CzjTpLsygKBeFYmTUDeFSRL`<K<)j~cB}t36S#
zptgW^-Us??jd7(mr1v-Nzv2J2f~WmE&I9b-*8po{|A^N_t~O2;2e<itEZ2=;s9Wl1
ztD}5<oU4tp)nU3a$W({9`nb@V7Msj~9L7MLDq-)ll_{04W4Pg#+g_>RR$E>Thw~PD
z%`S97U(0<8GllMJvQ11gh1wh~J&=uKHas5i_gZK;#u{6D8F+Xw@fED=K1Oi&g>{Ve
zjWO-H>Cg?J+m&9EFJ=P8OwYcP4a*LcAK<<kV-|Joo8*k|rs`bN<j%V4&<2jVwj-Ql
zC@G_CA-mZ!GqAoTw`q0rZGf8<A)0H*cAut|S+lKehzxy47miwn^99}otedrW2?#k1
z82JG@1nlPUuanW7>2c_NXh!af3#P7_@S;Ym4C2cPL~V=Uo=YxE^y!wagvi+7FjY_`
zihwaQbQ$HT#OIs3e-qz1t}rsFp|$5CY{g6Hm-HqJ^*)z(Dc&{fH^l-S?-JJA^0PEA
zxM^|KWuV{R7$Om#2PK<=Uzz(5lw+7}z}-&Lh4sBj&{y;=Nji+Vk++%a8+Ir%)iGt6
zB7Ery*^wtdPb4s1axc4#&$1qp1GBFu@<bB{krGT96gp4w_aa-Cq5-BWH)=XyS`oCg
z@Y;Y={;d4gR0_Ta;^)eyCoR`5{xepfg~xz`;X77rqp3ea1vjz<%^o02wPhZcie=1V
z$+qkVAbA1(o&LZXj@-#)f<2{!k^n_Oy1&&K)w{=E9enow=g*&>J^1AD+i(50(P-i*
zT4^+^Er>d{@`J8B-xfs2Yt@0JH(P`qtrD<|uNlXE8LyuE#eeJDgI$2CKAqRBd;dN9
z%j-`qJS*y2kfaA6us^ONpXN%OUCAu&E$q`Qp=dUaub!mxYN(OUItVZMH-{18IY2Wm
zSjWc76hcs1X`aS<#u{+9(<1J3b`^+ojAZ;|2lVoJkY--WOx#+;fZ1<EGakr5NqZk6
z5F}GEihcWK^+FKPbGv2|*Bp7MI9kK?b*S;~?;lN?-Ae4V8b0l(!{c0Zk`4LA=&Ta2
zg!V_3_+n6A4|B7Ade|$rdewG2Hyh?Ug_}{o&5=Gu=nUIExZJSp(-a|3Fntv3EiJoo
z5JF$Xvt`+2BnKR`Dk8l>kdnmCQ<VvdRh%5TGsx;LLHSw$^yg{;OZ_~1IY6RDX5*Mp
zMXX4OY(N={iiRm(x%qcwe<QL-I!{9F$2ZMKSM^61wMXaGM`zVXr>4$IPcABZH}(B+
zV?R{izpl{N+j@RoeRf@ae#v1Vw|AO(ah4XcUlk8-Dp2~U??Cp0>*D@R@gP(>3YAYn
zmGf}*B3xq%PhCdqSFy&;Z7ZDYMAN-^c96)+pO(VQj$OHA4$yDkS2W*_<XYiOBb2U(
zQnhfZ9y8oN+Prk3n=N(n6?W?eh3X)u!vMJ7&K5h_ayL`yWvl&SV^nTU=(3v~R~z)r
zX}y6m-ziroX!#`MtB%>bFO&xO>Qs^I_q=KcIChH73GkiBccbZ6EYnUEhw0KFQyC!E
zjpw@8$;SC@{W8_Q$@W6|L4v^giko4b8D&UuM5RmPYz6wrp^$XuYg6uQW6N3r+gLnH
z+rxE_cu*{DnH-IgHf^{vvo>47gF@bJcBz~!Z&Sec0IwLI?UjPw`wfZv{hJtUS`hzk
z;+-#UN^vAMkpvMJabqy;>djvj8abi1?9FF&9AI?tSa9~J(*~jw*i{RN*H}UOW$cSd
zw%XRF7z1<-xXn~ueX%Kko`Tt?eP#_X$FZlYf9*=g#W4~zlvfoOx)$rYhA@Xt+;Nyj
zfaK61ql!n5BuP@uQ>>M_&n<nlLZDg-<YM{>)v3v*rT|<L%_X<(>j$7!=a%Dy#B7|Y
zr24Z8fqN}Ia(c#jM9kDXn|gO$@2t=Pq8~6dt9Nn8f!mR7EN2@CYUm4FZ8&O4sd*$o
zHd*BtgiEaZ6?%}?s>V8isCc+{8gt3vxaB@!aOl~%<xM?qr`RLyT0-wg5Mq3B;qWPm
z=Qa5?P%bo=$BsH^0&9jFswHb3oKILPT+%9T3mqeuL}R9>^c*$d@JLd~>su4q!_1v=
z75Yy#{>Uf1*1%;s4qtRLoLX?(8T)MwzkH3KQ2I?U(d7f^r<i=Lyy?mxPrT7cqjorX
zCh4P*E$$2McP;!q#B+xST}1W$&XmLM)N_X;XV_c%(@w2<^86xnnZO6Q*&IH7b`Z?w
zez2(2T8$2Yz#K0F_>J!?Hu1aPQ`^k~m)(CWY(V4?v?o5*oRH3g`46~noPLdsKjb`G
zM>ahR{dK;#68CO1(1o5LCJIm4PniwY?aqr_+%d1<MB2oKNq&-+tB1P=*==b;UFW<?
zMw=P6ONzF;Z{Ed+@yM$W2I8&s4r-l+cYt!MGqH@*cGrUgq?~Z%Ov{N5D+ZnnclG`T
zCmiIUTsH_w<TVR8o*v}h`uziJ{qWzK`($xVmw~(V*$N&lCPVJ5X5MP<uV&+AFkA)G
z^)lFOg1bAPEG+D}2M7=FVq$v5_iA#^L8rHZK*M=P%c}JmIF81ENd)_?#;_5wO^{_{
zlm&KtYmHcrjW+5gkDD|vQeK<1<TG9`#hORa={I|;4$tZVOEhctTN#EL+g^{%#~(%`
z_vY{NqgBv-ep>$Gto-F!#nxA+71fEU)6(OM^0TYji<|n3o7#)3s!02*@&ORfn>Y1?
zo9gjaQI9she2TIzR6RDx&i#`}^*CxOTsdVg9!y87M=x)Lc>;Qf`gk*xXh+lCSf+0?
z=Hm47=@v*DNj1aC26dCHUnLut31GB#9;=>5E7WDQdL3u)9(uodn{6fYQs{BZ{aCsg
zOE*-RW<1x5=h}%vCk-1=9hK`-fLqvY)c9a}$$&e$K34Ns&?9|b%zvG(d{k(R3w6MH
zl*sq^Vc;1O`F^r6NEZ6H`EDrHJd0KiZ%T*Z@=2_A606@NJNy>5IIcv~yxF}a?v~?9
zc?7Ie;5(JAjLq%_=97vmmAQ&p+G>wB?eU$AR^U!qP#x~PVrb-9zh(7ov@DIco|(pN
z<9m?Z^z23{XMDGe`_{b~*Zs<sGQmmaG7%p2G1!e{$in)nIkvSl;I0r8DdEkI8+Z7y
zHl|znl~EI5oe`vBSZxNYcEejHLWLQbM%8NAU%`4yuujpTvk?zPu;cc{9wT_uaFB5!
z1pYQD!^nF1I!2w2s*RaAjft*Z901rBm*u9&aCykkq0>ZgHlW|(V4y8vnq>%c72^P=
zq7eRCJ=0RTjZ)?GLTdov-tX&aOAc6Pt%mL!jeVobABgvge5O|gxJ`+#&?Y#7Nj*Y9
z=eFPvB~;^IiT;RyS~~g`u)eIdh3pL(;+dJX)LE*n7I8@HZ9HZLtV*s&bxDLlXD~<9
zL2*>DMGR<@h&nU<(Ev#22S*bkh+iEx)KjbUDI7&+{5srHjh^yz?++m$a&P4ISY03c
z)PSAPsjTw1g>60-5bk^$tXOa(8GTOp(fTE8Zj8Hwh3-se8%F#L1!NFG+dc~JksT-p
zqk(m{NiDd4AF_J}*_}bx8IZ%|I;iOkviBODi-Vi!P09<FrBd_j$9tYj%f87MtEF0d
z>~Y9}u>XE!r^Wl8lIsp;KC0Iwixd9+*<Rs%Yi8@a)IY{g453h%unK3TAoggAV#GeL
zxI>eEi+M8MQ^c<~J>XjqY%C?Y1-R{-qU()nPUCp<6g4{_X7q-o43l@0fPix{E^XXe
zWamLG$1w?#Fi(Mu(Cor=!MZSgH#yQureNLl`?UN9_jwJj?y(i>24jkPhhJv}b$|FG
z^Y$M;2ifN@7nSl!G5@4i-m8}PN`<H8!qZm$u-`eOI<;`Cl<L$9qh8Z@`t!wjbB9;=
z-EhL8mm~!ktvSGLevCD*U+siKyw`$UjRC<Na7XlFk)1br5Q#hMB-i=LWoAs>WQlZV
zGZbq_k|St;JdnLmbt&#J%?IBt)>j%{9p<y?RvT`)=DZnmf0+0FXp#NH{p`mF*-sDi
zpB)!IKPi1l9hbg5Dw@iFby|3QUVd^3V^9BHe0E+0+(GvJ>)QTR{UlVsjG~ciVNerJ
zv~S|=D;6Z9&8tYAe*7lgy-s&7ldbdH#${X`dMMtq`gv|GveUU+a1STj+_||`U7Na!
zH_zksvsmpkT04t3PN`V^G+IZ@e-^G%=Q=9Xu8a=<=C%<^a7btZ_YC*JeO0V_8Lv@S
zxAib8{Y*ER8>9=PY;l|`PhigT;4C0p9%V{HhW-cus8pfPAt7DVre3x@<XwqeFPdye
zaMMk9Z|ThogJ`bDN#p1S1|z?BRZy|%kFFrryo$H3`P~y#^CsC0rCO16J5d~1yOK<0
zk}8iA#bJ{6zdSa{2xJ`SaLZ|y6&2)L=Cvtmj+w0d+hy@ePL@IT@v=Nw*y54<CjGDO
z;H_%6&R++2tC|z{em_sw!Y|7~Dy4{Oo+xBzFYooT4~mr~*@VSC5JxN3+Nb8$fRW_Z
zTZBTCWoTP7<TbB)X^k|eR-0@v-6A_4AU)OukQAD!?%2B<I2*QxS>EA7vD+xu9cIMj
zu+)vYTw}Dxv{tw;=tnH1W5a!Ei_mbG^yyr0`KCq8L(o9dHMh|ZvmE4+HwPbLRe!J|
z1iV&+clT|(HsZClw_B4p3w?I)Nm4WfX`pr=zM7#eeY9fZ6xz-m3-0zocFc(nFyPLj
zy}p`u0JR242mROU^LBAwzV{f;Yp89!&iElMOp_xsTq+lyz!7DR?AUnj>~!zlA<GwD
zS1?V?oDYpZWI*pMR1(Q^i$IPUx)wQEh+}7srB1fnSXcu$v4EiPX{7LikR8NQQAx{{
zYPD8o@#f{W6pLiSk$7-Pt+~qM#=Q2YvuS_oPqsb#cOd(&VW&wCkhdD`3->jYAN6S4
z#m0}ObneqZm!5sx8HCT`iD=fJEeeJDv!@3$QW-Wc%awYy0rkE?TllvjyICaEF5#}s
zJ^}|SQ#_MxapKyQG=%(Jc27&i5SK)NV<N|Zn;as1lW;+wre#Ql8bsi3*lFFq4$5}p
z1HnvTur3TYMT$FQ)1Zv)z%}U@u*G*4=nTF?-ETMLcdPCkeXaD}Lb*ludsvr5M~Z!h
zS%&17N4;8jdVJ2nNnR0kM(qnm-p`(-e)XrX`Mb_uE^+Q%26Oy6anfAk?&fiS=f1u0
z*7M0`?rm1{ySv5R-JCx=#vQB!7qDYu3qZ6OuWmf;=d7HkN=~AP1&xy~J7`Y0zDWSk
z6#8SO%YDEd<q0e8;oLZq!`X?XX4c=l6y7xjS}=!h9azs-oLqToD+?o9nh?EIhwW_o
zmAYT5x<3qdzxliTc#-`@=A(U;@ckh7*+K5XLH@zMse|knN4bY51@Qf=ll-HT+}Ef1
zXXk3$_ZY{YqqSqftr1UjlbK#JGq_C;qNzbR(Y=Y&;dUdrK`7gUtTxEr3@19VRF4il
z1nS+kz;R$5TAs2LJ;J<Wb^R4>;nD9$s)wQSKInN<JdD(iBK2caCz1LIM#tg$DHW=n
zhJ^AK=)rpKKo@K)%$HK};6=0!;D(YN{a~pcoprJ_ye(*e4pMU)&2+*Bg*8vlh%|tH
zr{hlKXv4ew%v3bhjpYWh!Z4ieUnW{d;mQj$ao~3EDu0NsAX-1?m%43TB}^ro*Qw?W
z{6nsvKwU2bQl7>mz5>M^9>l+bB`J9^kx~k`48v?J*P#0h(I<CGq9~BVp|4}deA{{}
z`Fd+6^X)rkVQuS$a*yNO(XQ_O#9Sc0+XgbuW@wGLjxqGtnvW=7TY6KdEn^ekZa_m9
zqnf5<GzzOMRueaJxtrpDZnVT0q0`Q<>!WpLz>rZ8yoGi2X0Yyf$1#AAY+K7yas@<A
z<|#}EU+!ubjFYpv$xr7*p$?al%^kA<<8@=k-)6_n1hr_{&CHJVjhO7W0db^#j1(2D
z2A{w<82b8N<IUG3XHD6%WPBKXqit!4aoL8lsgW0;gX6D?m`;(^h|NT&Z($u|*Dvy_
zZKs9j&HG3Af@+-GbnfatL`Y(@BQ|wc3bgeyNbJa+?_jLQ@YDq_$eqWHmNOCuo<3Wg
zBo>kMy({A^cNZ+>FDI`U0*|npo0DNjECOatD{>9Y<Gf4YOVWXmnh>Q8wV{-Tyt-2~
zlC53Tk%APr!G<Q@P`LhD3EGKIX8&yae;yz!5h8uk!N2J{klnWJJ1Tx;srYXo`>^MY
z!S}H<m{??AcoSzZzP(PTSal8-g?#<dmrnxBcNUv+xn64m&Uc9D{x)Pc6M174Ao1an
zQXG%*2-2_v8Hw3pH-|dQ(&!O14EA|=f2(JaA^<2~BfK8ZI!QRthu8#!SluUkMMlbC
zpY6C!)2+T6r?|lySQoMn){2>vYaEu*TXQO)S)D#*xq8}m)47BGd?};2(;5gZz_!e0
z9OLzER+O>5(l<3IuZ<EmI9Sr;_yJ0`=h6K1tFL13eEb|_pL0OdpLlzE!{~3lc!`lO
zk8pdpS-#xNU-GCPTD^P;vXhf|*JKz`!C8Wl!4wA`GaB<TpGg)bx7l$#J5ChFI4y(Y
zrgLG@m5mkp_a)%Yxv0SNzv^WwUbce&46}6?ZZlczVa05zc#s`5&lJa*68+Z{tgkj_
zb?C3gtX%br<-a5Qo968F?7;emFVcV6OMSSP{&+9_>5DAL{`o=S^TXU1$N7gRMZo>x
zN&ew+4sd^RUVMI4d468rJ3}GQc3UkP$8N5hOb-&7;caFVPW04ACtBC3&UvB<A<vv0
zYz6M4DUH<Q**;`76L#?ZDkfN`g=Zc9#YO(bWno{#`qBZI9xCr$7oS}fo?hmkBjCTO
zzPPFGhiZr6`cX)Ae4{e=YezRVJrV-(8z&K}sS4MR!!_zG+PHvENOo^hed;>dyVk*@
zAI|nvxn3ySy-u|+6V0n6R6{2OA}9D28lfagfHptpC3uZ6Akn!=_ii$S>s0SN4zjZ_
zSUC(=55pBsARs&6>onRpk2k@6Q{3Teg70k@j8LW*$qpj9VKi@R6gSD^TT^tq3e5_Y
znHOg?zvGoVm;6k5(8e9kY@_egao>;Znue=4e@)^Jrc2_ED9-larZ?A;ui2{R)~r{n
zTe<f@+afzxJhd<*`HnK#WV6q@n6hDQk-d!wSxmkd%R02Ymf(!n2a@ao`@bl$5&a5q
zZMSZacg7+=fNSDVJ-mZxCzZKIng$(f7vT;30703Ume2Zds+#aB;vBY_=Dkjoswv~U
zh4q$7kLWv+axzo%3xloAGB|+^-Yf{wF;=B8VI$BDuDgzXkn#FP?Oa1P*)gMYk=XRe
zT*>LU*FE+Vry7M*Ksi5yDGjFC1h?%ujr<P8`CK`*Ld)MX-rRuzhX!XZ&jw``CILRd
zXzK2D0$gupP=-PS?Iogp)cZ}ffyK64;h%zI$%r2S3z}_VN<*X(5D&P|mM<v_yyOhi
zUt@7hcA*jp6=q1;@ZsI9{=da(;rI5gdCcOqx#g2z!+Qb$%Pro&2KhT+2jMr%6`HpR
z!qD*q9CyvA-BR(q`3+<@vbwFe6z_tHXAf@J^CwX8!1{PP7*2=XxeJFsO-1sFSdpzd
z*!V9$djzu2y+xzeAuw(nAaws;DjvlDJ}REaO)`!#|G^r_V7kt(8Y*#u6_ne$cUClS
z@|4iwO=XU4+ryhV(dn6>8HzUJI9D_AvEUxB`_Y<@^_);uVh^peS%3zz!DvDJ_w2ve
zNM-f%#@N9kzSw&{g`w3B(CObPyDB2W3K3~{u0SZWTtmR?RzYg)YB^7mSdl4B(0@j<
zqc1)WzyIa&7TI5Ffd29>pziK8Prtwaax=SI<Nn9ffTcqYhKyy_n0TOPOp~o#Cr_Ca
zW}|qisr62moMe7-n`2XWoGwp+Z^|<B4BRQmc?Bq#DOIU4D^!CV2LSZO)k%Q`XGHZ7
zm^BY%2i9R(xdqmF5M-xYFIT-n$;}m}Z|<glnD_o@d-hKb^B*7NK6;S>)<4=yfAS(j
z&;IbZ^yswm=&bVfdG+gy>f;OUlpmcIzdkEIxhNx_+q<gnUsR8-s^>S=>qtEuZ$xg}
zkwiC=?BCpWaH6}6)z9ONqX>{!+{dSm9GO@nn(QVEW5jZa{1Ax0$9MX7I`<=bcEC{s
z`r1jf&gA+iT04wX_rs|8s(VcKQSpTvhmqz{q(vQ5;nqpCbsTFSMOzeiPUD@kMDN_x
zS-f)^ZJx#3m&xvRW{5>t1dFiZG=veTg2RS4x&BRlKwaku9q61UnrDgTMT#>(>*AKf
zKwY=DP1^9&2vdOiMZCq=KfUd8dlYRRaLfqRjw21o1R(z4x-0>q0e8j+rs`)56mE5E
z5Wl6<MY<o#48qxABsXH~IYu(6@kp1|i2--XWu=v6puDA>%eYnBp)h?qJ~Q%n#VmT8
zs)n%VuL_+Tn{-+*H%+>|wOV%p`mX4&ZD}XSlqDf;^YYrQAtxoDHgG2C7gt4Koo1FP
zITE{|LRczA&!S{@TQjzSWcFgnbC7*Y$g822nvVBk`Ce^%C>v?@h`NSb#z4R}K?ugc
zUnacXk|FQPnalgMhb)b}tpP^#NWO_xrRJ}ddUI3CQzJ<eB`se>?k?WO$B+<jf5bxT
zm#l%K7OQt1Ce+GCXPZy?>68Z3Rsv@(<Fs#F%q@<;c8lbUnYdBS?dI$p2J9DM6s~u%
z=5I=0)`Gk6-RSO6F-cG@X+81)LZ~spR$_IA&}yz}R+*sPWTI+ZRwf&LV*@+d+9&p9
zkIV|W{9tjUfn8_MT`amS$kfG(aA9484T!6?{>FbGx9!bn#&+HJYnZ-+YlG}+*i?7B
zJKN7yOTTOI%vU2g0g3yh-MPncz<r18!g|kuxZ&X?kH1HDR^GG?H|T=w#GHfd?r_YU
zedaKrcQVmJGG3Z^>e=7<)q9m}IUCEwLWy#fW9D)gAVK_oa0kJ?@2;W0rUtb9EbJTG
zUY<4r8uE6fMp&SQP?;QF1qG_mC`znoYby@n>0!!v5tx}2=jS0QhjM1XUXo#Y68T3>
z6b%}9WbM4VnVwtMS?*}y{#tWQe{Co4+=A)bym%86FQ7L$@}lv%qiMU<z_W64zYcFY
zbTFOd2;2K_-=(d22zhK3iFPX0U1njiZ2yY~*PlGS<PSLGgt(rq*YnMWd57xd-Rrdw
zxx>Lx$2!i6OOW05*EJ3*g)z~q$-0BO)oNL@fIF*gh3O926_5li&n;{f4ZB5lWFfV-
zS8L76^&m%JYf(%B-MYjrcv!*Slgy4qd|{NzV|y|N<u!9>j!<*q;S2EmrN1Nln|k&y
z&#Nft9-I`Jvp+a4FlR>||Mar){JQ--)P5fB>`|fCvzx|~OCY}d^s@S#A^T0^Fw~?+
zh77+5RWXfcwtf|*v8BD$oE@Y-1DYchwDHKy&LRlj=-Io#da^)`EyUmEhCIRG#zA@5
za#f;zo$Sz4Uu#USx=eRZ5}o7Q&T)b}y|ZMW^dAKPC8@z>dU%l@o~H)(aqeS2OimCs
z#aEf(RjPNL>4$QJ08Zl!ci6?iT>*+rZpNg9lRq+zRFoBdl_zPadzS8AWC;xI0rcmo
zHn$h)?pd;P66e^^Jc+jtqEzQF+TIU0*%yF7IElg!G!Eet5EfqZ`<lT)w0<0|sbbaR
z7<c%mXq?1a=ZOx%2UqF-b!MQSs(_6Nnd77qJF-j%;!E)J1Qv7Im-PzMWRP(iHHANh
zYBwm~3Bc}^VE1>7qq`bsDc@{~gx78zg^u0Uj(As-&ZUW>>Cg;a#e?cW%sQ3SToMtP
z?I*j^t|Ng?2oi$<<?O7P0<U*dZ`cMIyP1KwVdE{hYxb@2x89{KvyM7+)>PXA!6o!2
z3^@bM3FLEdw^#!zY8Mx4+*4O$P81OA%-of~#<5>&{MQQxpwW{rP^;&)`(B4=Ar#p-
z4?D{sSgjUou1Z{=Xn4WLMt558IjGU3RkOXAx!nojq>kf9LL6>N!w6*LnDdy&C6?R9
zsc;yORt*prnhV+WLvAshH?7c)&ocK#CYVV&LtED6u-k=o2gJRKHmaC7tQ#UFIN{7V
zpP*fD<C=&K><F`?ZFP8L$RpH@>fw-Vf)VLs$I}4oS2Bg?%M}Fc3dUW1yBcm=06rJz
zU2Wmt9s<5`y94+w<G%eAK|G(UBZ2vVT?4-%gejO#@sGth!glCJHK%UfJ|e^)Y8#Fv
zIL-iUzZ2vD#4}{a!Dia;1QUeuF39eWr|zg9OljeT?5RWvhrN8h_RD|$RsJ>?zles;
z!=+M#o_(?)c<%d=-COj(r@(Z<IvPB@`gsnECels^-6FRfIQ68`q0t2YA(NoE57z57
zrDy5(R;m(7BWTst^2^T$b3a%kRtvTG$)+LN4?AL3jvJnJVEs<_zV(vb(d?Fc7j16J
z>g5E`hEd;k>lWV)Z_guQ+FvXCk@`eiMss4u>+)hkO4k{0Dp*dn*#cN%D)R8b<yVJc
zA^XO|C_t|?aqs5T_S#{OCy@T*rD*=%Fhl&Gp1n?1BUkdugmiUIFUG0KOEWIVe}*et
z7HWM0pi@ZZ0C(HAOKXR$u8yy`15)R~eH{bn_@M4t9r9U@v#@^Ou*1oN@&b3DzfQRo
zAin<hthYBI`}1h;d9?d1tlhV#H!aZoMWlNe?H|Pk`|-iS?eLI_4_-vt&#oIR!GZ5m
z%ZHi=G|o`pnsGD8E~AJ$i_~ar&!Y_k@ePn2(Ku}UX$%=#BZSb-sK;UBY1qMZI(Kew
zbMW&6fqRPOG743BFA8y;>qqkgRdI+Z_jPfqA}6STN4G<T3r@J`L`viZ;B_FSC20cO
z;Y}*UtvYlPKe6vt0=S%wu~uj+20eyjk|171$RJq;;VPbogb+<bAbu4Wh4D3}pcS?=
z_`Z|#?BFETKTh=y<GsTe)jf!`55ldZSPM=7X5c7P1Jg-5K8!Xv15igCY^Zqs__ltM
zXq_cFA#~5lGlI!a^++cqLqs0q74plVv#>J5Z(LLORAtKH)@C$o2N@9T&8?RE8^{jj
zzKu+^!Kts`ZdcXp!kTv0whXzjUN*1>+;<(i6%Gl?nR;7@7r4uj227`=Wk`+Wj2&K9
zdbfeC+_!I5Sn_39VC-BlKT%n;7h}nejT<0-UjlmDlj=eG8b!1K&~WS^GW57sh7sV6
zNc_2DkVosOnefZyYQx}|n1JPo>nFim+l%cE)`=oD#R;K{Yk_HRaWLq}8D$EdkS2iT
z_<FIlS10~Y)=!UST&OK%-!iK^(Ypb6i|qUh*lu0_4m(U|S5bs5KemN(qe2&yQ^30Y
zbn~D{fO}-ur<3Xe^T2{3^7sM#gKx@86ZsZ2hHS2_HK}Li4bDMXEm*(K(Wsjf*Ov9w
zp-W#1B89)stkcI_5o<X0^~yY&1`}`Q1ao&rKoZ%A>)C8gdcs_)C_q?Yh{{70Y5%4&
zjsF(oxvx`}S~hboFx|T*ujZ{4$nJU&>EQdfk$ns9J7lL}2i7gJV_c(jm|i=Wj!0l)
zwhq2)<~|<yBS&mJ$$9>=RBV3or%!`vFyn+%X?HrDV%8==_HRLU(rL|_oB3N9{f0d#
zDqldZiS)M8Z7SuBxIk<bjk6+y9{VaV&v|?dObW1^U7@PrtoSVHLv}$zL8U{BidzdA
z!K{X@WkZK>9dJj+W<2OHc)4x7T57vz>9-JXQ=;ss-Q23df33#{!HsE>zM3^=6v}TE
zq$c|nq5!%8HJaHz!!3saQ<Z(jHpaaRTtOavcJ}-<s;#$;%L`4Xwe6Yhp5+n1gX;D<
z1Ld`5#7@tC$H803o-ME!jBAI-Bpm}rG7y<N5Qh{d9Vv@Q*fEoIAv<N-c1h{fyw|3s
zssmWlttYbMXnGXQj0k;WAueqgcv|)QZr!Ts!1rQxQpG5&>7bBDO83L??Qi}rKUy~a
zH0PXVos-P;I6XN|jZc!M662G^=qNcpOpdudx*hI={x^-MSG4n0Zudfs{YdK&A{ya3
zgYpP_ZB<#&M@3vCSx3wUsSc)}#zo6tqI-|GC^~nE<fWr)Gis;oeLaXU9zD4v?yXR&
z9Zt8ysM>N2#C!DD5u!J?MTEDh3YOhAV<=FJpn7mVjCa|ObU|~gGSvzRxY=;yEuV_n
zGNuYjMei)Acx#TwLaaHvZ7*)yvzS4DC8u{5vF7}y;$9RcXZg`-dVHE1pC(5qw}az&
z?=;c7Nc7L+9XNT71LB>Ngb<uMO|(x1=xus`!i8`0hDOMaF32lPlR-=_m_tx<vX0Xf
ziZb1%AhoK~97`YYQ8GeD(JHYS{w;9V#tu|8`>xDbnaT3EN;&EHWxXo=qHU=irmeuq
z1al|xibfr0T6NpG+lF1;I<Rh$9asm0pzk<cNNSE%wbCkg)gh3A;|Htj%44;gFD7qg
zQ|fMv&W8?Ny}ZsRq9BYPyW*{J%90JH8IiLw=bPYi%<-`GUOO&>yw!XOrqj5i4x6*f
z><~tV%uhc*iLvTxjd%$Sxf)>#54Q>CsKFi1t5{nYEw)E`ZxF0kMDdZcYo^XX({lZi
z)N<@!di<ue>RLjl;NI;l)!Z@TR3;9Trl|aL89>*5+yFfQEAT<fknOf-w=KE-Qr`l1
z;V(eUxWUl-+6v#5)C*eRVw%r)F~+UK33f4SLIe3ld?E|UU|nt|vzO!G<%sg{5Dy@~
zXZUVTVyNHA9@^mP(KoJ!J=WRAF7XEgQc$gJ4DCElGV18Jk%*qZL}(XC5d9tHvpJ3u
zU0cgQIn#LCv<u}0@oUXomlW6h%^GF^WS@CH;&#5rYskJ0P~0NBaj?1X*=gJ9*>}j^
z@h2d=3l+a`U4Js5ZFh!~WH<-1PyKl|UH<&T&x48o(p!V<&1N4q9uGR(v*XlfiX}L+
z2d7CoY7p7?4Sno+d2`0?z{iANciJPTIi$SiNanhx>BbFU)08-q12Zo%_A%Fuu}m8p
zI5{Yed4-Jwdzvs~7#tOFI+BwizJd<LeV*Z9da31=Ky&dh_%k@==Css=VV1or!)4jX
z$U)Ai-?3ei_H0`_b)1BDYP#=rbk=9d=;-t@Monj-T*rgmr|V8b%W<-@kswp#Kd`Qr
zxhmL&24|(6r)#C}*6S0fo@A!^=(E$4>m-M>^~Pm@zCF81Cbt{4sDbC~w&Q3tz2SqQ
zgCNl6rSc?`AFIo5GCW%3jCur$0N=%MVGJk9cc)L!;<}8*2U@s_k;+5Av#8!cCg)~}
zd&^JanQ=HZx=9VuFG1MS-)Rd8RdycZ@u^7oCSAPCLQ|o#bs(=bom%tnJ^Pz__OtSk
zIw=f~a{Z&+;J7e8El!T}qy2RMFzXy;oP*?e|CavU^s4dhVXS=^YaPZqNAceAZJ#<)
z1KZdS*C;wxMC>%MQm{uFG_$tOVoa{vmz0sBF@;C04*F|z4Q;$B+v=Xu1)D;m#;07N
zv<E#i{fpf2nutu$ysikLXw4y980^*^UL&lTSd+uL6Rl0-M5if+c(%<<G|7q5c<^jD
zNg{ZhCYs}2O_C-#U0$Z<WtF70Cx*$Cy@OMt{ifHo;HnZ}ZhV%Xo@Pd;so_a-aGD&R
zC5I=e;c<F+LQ-LF1bYCzzz=+#A6@g4=Z07L(G|D3K6PCfgfJ3kUzJxP&QX%dkujk{
z7=vt8J{Ss{AVXoCsXMrwaltVm(ZrR~C(gQR(`KC>X1TD+zASA)Myye2uGvo~H`ZK^
z#LokNre_yzNJ-6QhK7VCjTkp?OAFnYijRD%HO94rnsM72>ygG#YckdZ+pzAWk&-Jh
zE%qkG?pO&drX{J+l~{1MTWJXAlvT~KM3Z+q9a?@Qc951vr?*13hlCG_{%%=bt8GZ%
zo1@LpK`PI19B7}fH;n(5D?)PTK=#X_dpDT!W6Rr?PM_iqZz51fI?f1ib@y_<B1?BZ
z#IMwygN$=!?4k?@hE^*W0M#bg+>L{~_Grx%m9_D%Hq!;@_Q2Dbkdb=Vb1)9l#uK<~
zTI^kOtvQ9Fe|7}}@cMl^dU+5@iHHAcA3It7vAX>kp$2A!-06)e*Az=?ERs{!fPF^d
zDtl)v4D$m^!7dV%R%v&2-SXoWWTlszFV+*6G&j0+JY<~iVA^AE3>DiHUE<92`*_*m
zXs3lZ5gLkdk(V7#cb%#1Sy&FIIuoB}7EBz<g?>r)tNAfr&gNt#Z{K8=0l0JJ=SQOD
z=eye<iys$Wy;mu}?oMOZ*uQaW)O41jw{UNk<Azwz5h&vfyR%7eG3|MSt~Z+WTBF-o
zDPL$ho}ao+?>~Gz>keMdR?S+w)g_c^RUQZAzd*T<$XN7Qy~m8#@B2Z2J|8R>6TseI
zahe-V8O`uqV8d_TCMt5~^K_c87XErQ-P|>UMY=mIPyOC(UF}WE&7qi|v9a&#;>CB@
zLiAPgy3KhPe~F=Ap3F+4pfvJp&Z6edN@F)anB;jav`}{}Q>AVRQ!MPHT5P+Fux-gS
z@N$QO(|#P=msGyt+?Sn9SqTbfdkO<a9F<i{OpvD{mk7!>@-k@$+?5V#%$5m8Bp$I&
zNydhl?Y8dR^ZECUyh%eQJaLX~9lL2@J(M`1oL@dZ%N3hE)3y!!eW(7-JBHVxqX+J}
zr4(9C9AC9Ym=~^_el*)oH-_0-pX`qoqx0HK*=<EUyGGW#!@7A`Lk}KFmqxtH6l2+;
zT|T1eqiFPS0=dogar(mMix1X^Rfc$e;`~WeXt^|0l}E+$=*`{q5A)t1ZO?vKnjBS}
zqq1{QnjRFn<Db^%r`5%Ad3I8qofLwTymy>)PO{U}-1ICvIn9izv+VRd=UwEzi=1<w
zror#it{%nO$MH4_H+*cwOCxnN!ZxFAYcZrgz3p5iSZ_zwrsZ@rawk#R{B0e^8b|Tw
zF(oP+nH<Wr22*V4?xRHKBr~`yO(J9gD=2U#7Tv@uf$7*U1LZP$q9t#7_XQ{?TMJCd
zlr2bnus(%6CcF@_DT9`uCR*4-sgi9s)%HyJsWxB7z`ET?Wy93G88^p?a6Jf_^x><r
zds&=<;Fk>aa}x@i#OtCPD#IQS?impA8LN35KcW>5ArJ^k{3Kgk1&6>H8x9QvRg6=h
zrh&r#y41tfS>SH<u0nY{SO_bjBWA0MwQeIAqdB#<uFMB1+pcc;cKqUG7K#iW%Q&K`
z(DOiU1D&+$h5^=0P(82NH~-eHc`sbO>E+o~r?ppiOjQS)U6E3~GG#64lpP7*$Zf5M
z$Iey^k3xW7ieC-Ffd*gTP8=0<C319au}SYOEuS`tj2J-Qh3};U4Ay+m<3NwYwRkaK
zuW1d}i~;A%m)=as&T`!A$WHGJ(M`8Y-YBH|e5FOODHnW5X?Kp2e8$4HHorh3plOYM
ze979*>Tc}cb;q0TXk|CP&9*ozY?4Ls187lQo^O@_x6G{u6QH~r@F4^4do<tPfj_rJ
z$BlAtN@9x=*~o2?tQ}&U@@85Wh9`GtOD9+my{ZgWw$)5;juQ*JX%Z{hPT7pdt#V!c
zvYCR4AvL9j3Y4N_ma2(@;MkVwruCq|xPzTwBLJZtqC2g(%RhEau`*yy2^hq1P~iZ>
ztwa|r>}v}?fcIeY9lv^9yD9FF1jk~XLs#wcX5fJS3;29CqE<8J?48y(aC~P#_v*p#
zLv~d0qY;vLf7J2%EvMHeQGV2SW8p#~RT(-#G@g6-;Bi2s?k;PUcB4BSt?s&u%?Ky7
z`JEY>lZZ#*B#%QZ`0MtT>(a!p`isVLU7IheLC{((y357%Zj(vIFHa6*u}Hh$M+oks
z;@E6_&H!VtKAtvav+m}uy4a*Ai}Ylf8ZHw3S%#OuaMkN?2E)x@WNNtX<1;W=a@)t=
ze1aRp#^^thOgK_M()*7#teM*<w$V;NG+C|*x=FQLkY@-k?**s;u>q{kb$z1ZZ0By<
z4U6x9H4qOcZ<1)XS#pFZ;lf18x><L&YWbbRJmCdOE-*D=FM~~X@>xjqc*v#`28F2I
zEfxPwK>y}jYTVhC<i)7R?_M(EnM{_hvtr8Qcr$;w<N(G}JiG6Gx+=DQiuiKl!wG_e
z&S12PJLXL~eV4+N1`BQj?%I~3A}lT$V-t(-ybE)0oImjb1=;gu(nI=64=D|>6#HSY
z`_13wM~m!x`N@9KJ1F`41@A@P-7f@3<@s@CbyQj&7J|dPe+07UT~p3UZb}{JCZ|R3
zqCC5(%r8p8MZpE@PZEQpc=ssQVgCL+)OZ0`AM4WB+dAZ3@$T_0BWA>JsNlLMDB|Mn
z<CsR(!f|+j+wO6qXX_}AN)5Ij4Ll#yIpAGFb|(Tr?~t0zL`+20U$+5YpP?0ZlBNXl
z4G^E40&(e41q<$~0qZ`8dr!1|`@!6%Izf`sBb*RC*+!W`m^mBB7E<2@pyzAiifoLL
zNivGop$^;#yaB+i3gR_R5etqJsrE9}o+njm|2aso#g^uA6Zpt1%)VNQD<vBR_#^bW
zJXn?bgtpVUYuOFqjR`5k!U8wTrFDUp8b`k0qO~FC*{?wcj}{l6P-qS<Pk<NbkI^fz
zZXPr{Zn|i1iwiiLW#Bc2;RC1u6)gslA3|{a)_Rc4t5%;*mcn}tOVtH|$i___vngt6
z>b3i9YIhJFAu-}2MvfQ;H4NMhb#Kot+$z(J5u{yI543L9SLB)H)%C40JB3fM!~)Q-
zHar-+Fv3;~#x>=okbV9VSO;+7#%a~@cQtMMmKDdLg_*3``^J(TZ<g7Jq!I$h&6?PJ
zuHiCJ2z$I(fv~HwyB>_!Bhq-~*|PG;P?M3nl3DOVH}#tE;Fb1318&Ngz1t+yt!WH~
zFt(6$YsS4;&Q`1Wio?c|@3^AP6_L&IH~si(0UxoTn0?<Z(e1ND43%IdOa{3P1x{CN
z*-^uU>iTNhcl!Yd0{Nm#w1Ibv4b#$>P!<&W|2e%pEXQiY?+&ZaFQq0O#U1PfoDa7H
z&O#6iSkb=vL+}3j_<8cdL0=0C{F*cDWO<XXz?afLk$mbDZb-l@|IUHjO%{PWMdD8U
zlEiY~Rl@h(<23BA_w0e|%skh}!)`M0hV5y$&9r^knZ#}~$y90J&!efz$De#1@O*HV
z)k?S88uk1&<#GHQE!@Ez_tW`!vzTt?&c>gt-SLW{OsnrR{una3z=dGQcwsY}tS%0&
zpMCV<gZF;>^+$h+US727^>(9CEf$OEY&sN)TwTSY(OkY%ZuKf%2VWy*=o)OniFJZz
zYtiZe<#&Dl-EeYi`Ry+Mo>)V}gW+1h(PKUE))+cr>(u3m>WcQ+DO5p!TUJpor343T
zBN{=ir!hT8UlnSTKIdVj$ZZi^o-;%$D7lqlyTpe3ymtG_+hIEwGXXS2!>21QP8xBd
zD)YlwX_#UKuMDIH7vaiRPtPm$zK9of;yk6^{2$1^=4s2Vk;vmPd*=<uqiS*5t-GV<
zxLaE~lRIxVXiw6)_HCgDj^nURS+{Lq`o1j0^Eief(C<uOP0!B67OykB$Ll--xW}_S
znTik^QXFK;!*sEq!hT$4Vtt~--i*0F%zJ;d$bOWAes|By!CBE4eCJ%6^pm`Qob!(g
z-VqO${L^x9N-s~9JX<Ga|D-xQt<2BLv-6_Qu>K@9Hq3nQAliKq>m4wLW@?|FP~166
zGPNI_q{njpC)OuBK7-1JyG{*`lcu=CBRmc*kmVCcdOXqRz;Mc)^zaOU9PMx|ApF;M
z-{7y#v4UNL?8f&AOqYM78f^iwCRtcFGs1@2vS(oSLCmsef>Qy_J7gEuPuBCf6Wn&Z
z+crGdjs%08-wnL<jnusRw>0&ymCghDrZO#0HNfs=y1mSFC|JG)i>0_p^F^{UmzKXY
zyQn67oV`@e<jO_?tSzz={md9zm?%LSnsdTf*O@M~Lx2ynjeg##UiFDNxNZVX(9xMD
z8a#y<mjnoK*UH<@P|ob?TJ4rpb2h+ByXS_zSL8=v;#ucycw^XO3L2TqK5pdwMGNy5
zcF)<!rpwS~5JkAH9Mvi<mE8oFb1C6s=*pCrF;~!)w%%;s3TccoUSr|Q?6GQd9L*c-
zrMaxxRW)uUC$pqCz8|R8X&aGwF9eDht-Qq1l*=_c<}wn|$XoudTv6?|8u!6sM(663
z1CrFhGSSXPfwp9DANZU3OyJJg9{X{}olnRmXQuBMff=Md8{#m}G$St3H4shEhS<Qi
z?RMb4ow*ww0{poWTNK)2a$9!ME&L3eNv8hH4VYHXXLE3Gwpb$YH=|55vK9-$uf?xM
zX;!Tr0F5-^-C;eqJvq&=9yLU$kbU>KY2r2TMwHH>Vd(|3l7kIkenIi3>!U}TqmzfV
zuvzT})<GhQWJBG-LyV{nQw!3#npAh$>aE)SHUGR_es}rFLrt?kC>g+r4LhHFy3N=j
zq7Gd;gMOvAqt<gh-*v_gc)P>yZ{K+XvMc3{IGJJJ9}i|@a$tLNV&8hxLZVzQ5??=$
zr-~nb_=WEUfx|v~x7|fixOSK8>1^RZdWa0sVk7hjN4rVDn&bwif@Ir?PiFmkI1WYw
z_YMho+j;kAzj^2X`7dw()Bpa~Pk-|JfBEkp{r1;?`OU9Cc>5Rc|J%R5`_KRNH~-&%
z{oUI?|Ku+p+=N5@iNmD63lHGoBu}t{Pi{ML#{J;sV0PDXFnXF1HrMs#KhOH1mJkW=
z(@Gutbb@atJ5Wrx@$<~&bYZgmmfY&3!Sf2;1)@qQIPF33`qGKlmNrSb0(9x+$?>6H
zZA!8%S>i0M5tuDYmx(c>6a&<UIxsHr#uFxos;xM=1=casz!{q~VIxyNy(xb6^rG1w
zYkT6&$i92xnYLX|JIfw%D(#i?g^RszKGZHp+NJ1X+I<-W!_Ju4j&z00ESBAvuwz*>
z#0@N->&3EEm)mHj8%fI?498JBoW0OS6@<Lmu8QGADmhj-#m96a={8PcvFxjgWINOk
zgWYfbE<ajik3ohoeKu~}gzLr1CO;SPd45W!-U(1%_Rp)qMKw6D_-AGBtjw){Qt^+f
zfO~LO3C_v^;C`NS&(hP=<oGx_It0@*&KX>NAviDi+&Rs;r&;$bNBpj*;w({cmDy*C
z`+BqJFu%Sey0_$A7QM@Ydzp6#?Y%0v*JXl%0$@E1p$)TyCX>^w$?|4mu9=h_JZawK
z;E9wW_(K#oO`=mLUzHAvhD&Bs?77G)4T3t=oU4=$wsmcyZBKLnZjUp7jRjXkID4t4
zxX*)0*!#9&?>mh0{d8BAQfXqIYM@p%*5xvYPzsXqgVMZ=rknj!SxngNRDO7(+(2g`
zyY1P{b{n0zIkameJ-~pD3@HpJ-8fnT^z#t-+K@FClnmP19%q9*#{e+Bj}(n=8kc4+
z2%2b12G6x+>oX%VS)w>JS~mSkw*+CldXo%LIy*R9QzCD9)9|+jAC)D#7<migzcFvY
zQig4DLb{={O%6Dka1qp4y)htA=%*BJum>`$F-|g&30%9>n;R@fM$R2|I%?Hbbnyn+
zjbIOC2j#)msk>ldjdmMjQSh4KyTSCWmxz_L*<1O=nTsc&Lk%#1RhMn9sH}cZLGX?5
z-_f}F0emvB4u8A=)_o9PP4#BEU}n7u#4f_*&p21mv9cq;m*w~Ei=&p84s^Yi2*~NX
zM|PXY_8PLo6`0Uf7Vc(_GjnM+g9V2Q{xds8;?dP_vw5z9N6__>E38=f-G$WLF&#Sh
z)T;03cyj>I0f8Aj1O%(dsNj&pnX*=~99`rb>(4bJXBNO;R{sbJ4o0MAtIsrnxEVzF
zridLJNR7XO#DKAv&z?ngns;*LSWE!CJo9fm0iJ;Mwb5QO#D|=Bo$1&a1I^#vu=DsE
zklh`j3>ZuYeY4e0gzEtJTc<P5gfi)9vel}GuCG7&^M{NF5C!HF=|Vc)Yt`G`dT~%K
z_3Pz9vpVQh`kj2Ik!h53&2q6@E7i&v%;(F6Qngen6$_bcEt@Nb<G=fFKYQ=L{N%U)
z^q+qDlmGO~fBHY({^?JC@lXHw_J97zU;p$U-}=cv{M%3e;eY&}|M2hs{C|D*#mD(#
zwpcBvtEEh>lB$$am2#$DOV=v-R=wD+XB(AlqgrU!OWiv2fgzg-!8})}qzf{&XJ200
zj6O#rR2)9`zwBaIg~Nd7B;*N(z^reu?1>1IC;x6e#26^~&}i!74R-6SZeQ2Dv^BC1
z$V|B}%!+LQ6T*HQ!&K|7RY+f8*jS#e2U+|rixW1EBfu+7G<&sG@AxtgvUky9>YRvA
zFi)@V`H!b1U~WD_&p|y+QOPd}0cxe=`LoBva=2N#X_g`jZ?Ksyy4`8A)K9Pq$M?m1
zlSz8EAIWsXf^xtbb#w>k?Q2}T;*ATVxw_ECG-%$wNp!Dh+qFF{h<~Naiq$U6j@4BH
z`!7Xt;S=&^%>7~B`=dqnW)Hh*h&6d%YY&%Z3cVKc&W6jb*+o&wde;^2ssbWA=f&xH
z$+;-Irxo|O!mW2!@j?8{N^n)4T@?c+?`K(w?avF|WodR@nO~LX+_?by3qH3O$j>Ul
zIj03v+`p{OuBtO`FDmX;)eqHY;rcwxZH-MdMDH^y-dx<ambcAWoRtc4)36I0uUj%N
zC2yJmE*>emEg)5GPKiwf*V@z7kdz7rKmq-d7M|pT4QaWO;)v-Xa&)DMsgVza+CpJN
z%S%VMElvoQFgG(VC4nYe4wa%9&3D{%hhu=3>bjJoozR7v{O;YsfUoRlx@P{R^iL_}
z7@BJUts<bDgwucs$Re#e{&K*&WM+C@%Rz<kmo5V}QqN5Ms0MH(l;MCuJ~$}vP-z6Z
z_G}<&E`2eteRTC^oXw7{T1)F7Cs-FkDPIiP@PZJ`QLtilXhiudL{oG+hBsc@S*?U?
zt95`;%$(shE-z5UYvj-iEU3iv%GcCKv%R>3?xrusK84PX7LU{tjnO$*AaWyFM)}|@
z5NTM?Ru|TtjIfPF9L1W>8)j$R#*|2euTR&(K=)~CMiZKA{*Eh$F)>M|Qw{^P>d5C*
z)+`RcIAa;NG4pZp=K^1YzkGdAnC=qM-DtX*xOa}b5zI{&)YK6JA3)O1mw-Dy*{H>E
zXJx)G;TdGUnMx0ZbSfi0M=Xb!N?9$a(X1ft+qC>(j7)viAHm!%2E#dVz0)avGItF4
zL1c^2kekc~3_EXnc4PD^F|vhmuD8+zAVlY%-WH-{jvpGUZ+m>x)1$HDQ*?di<Bf~}
zC4tJkxs?nqUoIBgn$Jo0QgMd4Z}Zjc&sXs3!2*|B9$(`M2>s3$8pH*6_!D!?;~xYX
zM5~4TBg?%Fb394c9MAJy>}7G6{acV7(1)C#!^ykT>3|IP;Tj!#wY~S?$;a=#xA*0r
z9)0}&XMcPTTiR)>ef47R#TOqRfBotHSARKp{_)=9k6%3b?D+Yk(-%)ppFcWz^7+Z*
zPtTrydiwRJdk_Bf_@n<g`s(AGy+;?1K0o~E&*z_fwD;~iFW!CY*>8XL_%}a)^4niL
zedm`?-uczjci!H6@0SOE_|?%LfA#gR|K-D<|G!_n^Y+2#A3y%&FHatPbolt;;o~n4
z9)EHC{Ncfq&-WgE^8BlhUwr-X!IMvqo;^6;`}}n8%j<*vVY|8a{Q0vN2f1pK#8_Sh
zJpF22ui0~3eGfYV<3fN1f$RwITWIxpT#13edL6dk>R`40i7~Q}UAmfWIxsJ4y{@%%
zPtmp$h-OMBd6n>8X8_Waj6FN^bCbg|FE-@Uj!YfDxF}BASj(C>56&}>o?YPY$J3EZ
z<C~G)9y`qwmu+^PEb*U(UFl?R8?n=%m+RJVJN49Z=FI#>xjwqa)w4K>W44(cgz@bp
z76ij>*_E`oPk7c%%0AL$ZHl_O<;~7@f{*N-M_Z@tQ_E$P#4*A{<zRMnU80Ud_<UBV
zqi~rht{(=w-~3&Ew8+j*koI2?_7D=m)NDF8w@YlIvg}%-D#vI@$%BZ&Tzp;Vnj<y;
zx(b0mwRJ(pZpFU_qXFxpM;lH9ep&LatFxQxj9bLyS7o2~QWsUgeOs4R{}QQreRgf?
ziY@Y*6V`A%h_^uV8Ok>b&0DIy$aam(q8v)S>L3_;cheaPD2zi_bQ42nqgbNh|2g8C
zGv{%C#WT>7nWjt96?0dNSr=@ovIs_l%$VEHb<nGrH1O@p30?MU_^x+}830eo_|CL-
zo0jNqS2XNh4_e;N0;G%609~jp@tELSu#O@QSl7n4rs{%nQbdb=f?2osOW2qT*4eOT
zd4~p>X)=wl*{5c;91~ZfqQ@-0vAV)nwgJ$-*3e8zqNdWojw=HabUWa)D{T0qq7V~d
z=*^vAiTj7aWuO^D^0j%>h@GW(-r)&IvRVlA7IW>DtBmmpm}H8Uk;0sunKcO`l3Go)
zPA&%9q@~~t4`~2rqN^OO3S($*jV-OTY7XY}V6Kc?`FQPmo7HbZ%EanR@~5yfkdZbM
zd`IL)=O~X^V+bZsumRy~lAyn)@CWzlfV6mSgzgL%^p#Cwi$(u+pVhF5rr{s}VnCh0
z7uhIIp!GWSx#XeD8NM?|UXD5TxRB2ZMkhs`LT^SJOG}Gtjv;ji%^ovc1+jfs=?5@B
zo|$E|dRk-v<+0y^G+;Vux5)YDW~+<^bJon+H`mI!*||3%EINhG7k31hq5<G+qvMUg
zfMBP%11R&)F2VmA%Wn<?0(a`$|4H|JUoxIGWjy5dmo|UF`&;d=nPNw9Mw%N=^#MPC
zj#Z|XP$&}zrW|o2O!#IZi6Cdc<&2?&=V%H2Z$fqy@?3ZD(PQA=Z8q79U(eUgT;=^=
z{O+g!+yC<OpZ>4E|M~y@+3$Zv0KDJrUOs#B@Pl_h`~6#g`Q<<Fz4MDlzxvllzx>7C
zJHI>m;~y?Q_`~HNes})fTNm&B`_+f<?!EW#kAM5Kqd)&P`qf9VM;~8({Kv?re=a<E
znB992fAUe}tG~p){v@^cFunIM{`iyICm$D%9=1;(*PcCyfA;?6hri$d!|xuv_4BXa
zdHe8B@9zEa*U#R2>+pl$P<+iV-uiFcK7HrskAM3wPk#3=U;plBfBLuoUQ2{tJbw7%
zU_V!>vr$q5%BO2=h_E_@kK&}NKqVu;R6B3Zu43S2jDtOndGVS#JB^9SS>6WFpq#Ng
z@)~ck0K2Uj6uqjwD-FER;m>k)KTkdjZdZg9kbwxY)3%$%_S^CptJ{2Io+-O~C&{m#
zUGR70S;KBAqK<DrdA5)6)Pf+QOz+P4h*v+NklCo;NyqE43#Xl{mt&n~b~$q=V~=F*
zvqbwWGq_4(+1(;XgT-f@JhlFeQ#TNwv_79?e(6E%xG!$mgzB8f+bl*Mhnk1i_5G`D
zX!yZZ=@5I*Ym&%x=LoF7A!M_H?dO{@_lJ4!j~3Z&z!SvX#9`yr7tnj+CtYGb#%Mq8
zy3So^de<1=Rr;G^50%%ZJiKFY9Id-Jx?EQ#*A?fw3XXdhwD2XDrXJlmZ{AdWO7E(e
z;*pwvRr4>a-m5Z?@ZfblxT#LU^=Zt+8E>_1MhI%xJ?K@LCNn-p@r6E_X_~aeTn`zK
zibNHU%6<DLmn=hS+B2qMEe&yL127;$Q897#23EjOUUcgBmDw%)RSt{jcWfRt%jOQW
zxxsyyaL>emO4g#r8LYR8`i>7XpXde@QA%m^Da5$&l7x|#u)Hr!M;)hxGSp@4hMPPW
zfjc!^RdA$~ZLF>an7HzTO%Z+36bD?xxpGo~@0zxnUYlbKg^ElO6}V?$kpXKV;zCj%
z?YQY00+P~IDb2*JJTnLed}TJyDia98Ki9X*Zdz$OjADm;LGl+IFK#DuT1Delp@vaX
zF!LXJFe3?5)Cd}B#NH^!0L^W03tca^pD<{CDW8>Xet6)(L0pY2+|&ey9|8d;0n(e<
zF1vXBb(`chjOZcuSr)UKV%v;z9df{QTXF&2m3_pF-Q^wwnj2<-kToTo)@0Kfh|qw|
zkP|yA<Z$Ww)?;t3qYmilGoaU;bZE{SSmINnpkb#ctKoP#*rlawbB)si3bZ~OZMGKe
z9z}Sxs@XAPQ(4_IHr2O7Gr*IU-Fc1&%!N_b`3r85#A`;3jNh!SnfO#*hRnwUboEBd
zXBuQq5p;Y+tg;_xqTF<U%xC!+@bZtT6*;y7Igsfv`_1A#*v*<kv!{=w?4O=FfZeLI
z$i9Vj3H*3{h;y|CSwrK$THZ0OptvJ8z+B{wZ;8GmUz(;H<(nw?H`EUI|4KnO#(JjR
zfsh~f2i;~18@kPW-7VHX{`G&n|F8ceb@FNW#iw6>@J=uu^=r*?GCge9@i)C&Pw!Tf
zyXEw5>E5k^yA^wq{q?ZC>Zk99$vda$wr`zo(ivu*N#1ixzFQsjv%OZTnLe#XUKFmL
z<<6fJ&YzVp_X_7va%T@qmyZ&spM?%Tik*Fti9An5_ac{H#jn4<y?%Io_~+E=11}d^
zH&R~qY7jf}bC=W9Y3urF<MQkB$rq1*_p^HRIDK<kE)@n-uQ}m*;$SVssynYxD~y*?
zlvAsbqo7EkUPo=?5rOH`YatP+XiVurYG)!rr+|B{Ei18m{niNW0@iBK#@`nUzpA>+
zs(ZP;qJ@8Uc>D0_xi=GD^Ne^Svh!qMVx%(we|IFU2HDqMuTzU%7q9lag=jf*Ic(=w
zbI%#MrBaVH%rN$1sm@ihbD3xhxRu=rf?E(5)?;Nxgw~l5U$D-OvxW83Naqycbf|fx
zSP<oa@VHVwS(GLLB-)~>=MjzpKMZ!i`MdmRksWh?nP7M*Iv57I%z&oA`s}6S-?6{L
zEVVygcZX=C8Q_vyDDg&xon^%iGD?<)oL%o|(+@R+>qc-{1GU`{-F?lADCfxMPRJB@
zSQ&$6hi}*7SWURUt(wmxk=leDqT3cMw}4V*+GK7MwJA!`)^yW#*b&A$Y|4I$=gk9e
zKA$ZK9$d_p^I*X(Dq%qnyTD9Nxp1-Cyk-XqZcq3)gUqDu<cvz@!E)`+A$TE#71dOd
z^#n<y>a2lX0GDoB32P>bg*)t_<S?M<k#DjFqlrkC(9Wv(VDh{3+ukhR4-)+#)eCZb
zB4iq-WCNybQjBY<4NSKMvMbvKSSLSyUKy{jXCY-3E&?$dphLGFuyiecm7kQ8iC#&d
zElnlpNnc462wF0@<>7?C4)R+43Zn6~&(4|~zm$Sj$w)Qs?h<=5p+;Da4oyK$T&TH9
z&o>J|0mV3J4_vWz-F`{I7*k95TaE!Far<lEThBD1zMB*GXg*-8;^w7pm}Oq`M!SwM
zmPrTX{K|qmXwJHHYwWey-JW`5hQItR=<xwHbYIH_aZTVUH17a*cew5jHXZqCY#Qvj
z>-WMaezyq@Sc~3-u2)n#n67A41*xmJLv8K#5ZA%^Pd0o7+(L3y_F)H^+9ZtzL$~8X
zYl<JcTw5nBaXWp-XP|&by`~ZznH>J<j3izLH5@jql6<?34!$#qW@<lnHvQ3EZ@8hl
z)L`A|uiCw3tGl3-jDtA<h5%CrL#&O<^sL9WwacM&&Z!2HL>jQU5PZUE4VP5pSVKJV
z7%%&;(NIhrbi(1#f{+gm#~24~j|x_z50Akp0c1D!aNlUWc-ojA9ql|EfMsLsWZs}W
zQ!4w{-^udP>+MQI{8w5&{?NPP`DiZk8Y-yF|2Av^jK||vld$!_0ojo|U^}P;*oosZ
z1<~Kbuia)pfA{^p5C7=ZL)G}nr|-Xu&0VYBsh1m*{$S-#X1Lcii=%$ab0*9J2HjS*
za9c{8wKAt}{W{3rv~TtY$@6CXBy#Y@!Nd2DAAk7#^Y<VA<#(U{;b&j{`K`wv{rcet
zZ+-C}|Ni{rcg`MtaQOK<kN)(p#}9sU_2~EK4}X9C_4`*(J~(;s?&)X02|au#@#Ocn
z`+rV`o^-0Adj7nSIB1nF^0#|uFaEUu^}APlA4DF!bN=aj`=9?gorrdZ<N64u&aaK{
zSbQ_-MYJR;9PMOnXWZ?YBq2iIVc%r@AGG}{LnqRimlT(vGBQ+b-mP_W7l$ayFm+7j
zkk|H%R>!s;uXiFQV#a#UTHhNv*O`PkmgRGVs&v;N`_qH?!zX6}_VE96WarR_t310G
zQrc-tjz9ilF|O50m#4+EXYKT5>Gs6!<To?N?T@PYW+Kyy70JCC5r7rS^vS~l;=y;o
z-8An_)3yuuZ&F=CG-9~X<|mQt<R&!=XQrX_<SH?|yzO1y65urmWrjCta=7|o;zTpU
zNO~Af^JV|O_4X#G8r(l9PHsqE$>PLtiLL4kn`N*!W(=)d1A1pt3@Vdoc^siix(!p@
zsZ8Q^h-d`rc(kH$b3)~Dv^q(UD8#99uqq5W1E3i9<24-GC-}$_e#COO)wi=?ev2N=
z7Oo4>-Aymk^5nhNR4P^xH@3E9SGx`r$rk*lhaWhsAUxrM#U2y&0q4jJ7;s0&G7FY-
z){PiP$_o*$Nlhhvip{uG7i_Mpx|lmk5k+ZWWMIgm5J$1(yJ63_W5UPpm&IU}A-7SI
zw#I8bCzUCtt{k^jZJ8+sVyIuXFj#7CZd{{Ljy2dI8*KRa%8)~XU&cU{(c5TV83v`k
zN0VMvI2zk((#shO7eIN|GuvAM2#YXau||9asS@x@(KwqRP6$~3WF()CfNykhTXIhV
zHvXZI#&xGNqAGiixicj(P4*)b1j8(<tQcghhZvH$oZ>hqNK|aH!x*fS3_)MNLTD}S
z*Js<BT2j7Q$DYl^kO2DfnKWZuUg8q2>)&?c0#Z=fG{Wxx&)$1DM|NJ<zW>}S*S&tX
z{A^##*OF~n5|t>D3KS($6mt+MQj9}R&H*z325FFU2D;JRK%>z)=bR%#1M`0S`x+Q9
zXzJZpek{H!4|g4&J{{5FtZ(nV_F659#`Q)MXKmhU)y&-^?+1S%hznm#^vr28i+T*p
z6_QpmXu1Zx+obBGHUK&)u!yFT8jCPH(AJ3OC~VfEiiaQ+BRpvETSxvY)evd{9R4ih
zZ^*mR&LCJOaU5w)v6^y<TW)1X>G$pgMZ#AsQ>kQ93+3@k9W5Hlq-55engb3XOyLQ;
zN%U|e$iB5QJnyrtH1^Q9(XWs#7pc{=9;V3-^{zmhzP3vOuC-#oE8Z5V57hVS^}Pl~
zClwI#rQ$(BMj9CnW)k`0Wf+yJ!X%+*gv_aoToE$DAkzJMN>NsE$J9_3v8qj?dZit}
z6{eGJzDqNoe*(u+v*#eA{k#CwTbpoEppmzj@K-lhsk+Y9zpn2p1%LGzJTwn<jP~qP
z<!P0xm2_5MT_@&RKwc5&q(rYS;^wBa^^=@kF9Vv@QnN;@z1XUhYo$uPR;Np0TQ}VJ
z%SWTPE>sfuPA&G_xWSeAP&}}?74<pl`FJxP4DJ{+L1)xuttLVl|Biiq%DOldw$7&A
z3$e}V=;lmpYr(!aJa_;4$jx(;_byG|yExNxd8+60>E6#5`p+-+UzqDXyE1UmGI`TD
zdc`nu**JFHIDW%CeZ#fZ<2UwOXS%i~Z@U)n`PaJLt38hOk*H%i<ue6rOF`>=U~}5J
z*1xlG+r8Z7neR?+ZWw0zLOvg4x>%lXS0$P`6dz%U6FDZ4s3o+a1GB420IIW98M@MG
zgm@!{5m1Sab?~xn&5u>XFO>L>(*({olD~_~5}CUq4v8I%AiD~7v|F6oillt9+V;jO
zW3yW$6RW#>>T^6|N?m=TUsxEPT;M~O{6c-T*a6x3B{%EkLLr@?eo|*ZF&jH*<PY}h
zg*@^#c?Vt?;Tq=DQ1NXc>@cvtDp~zFWfUHTFTd%_Z~5d1SIM=$!lqZkA`ak0PKDe|
z!kf2x^Dz9a?%b9Ol+QjsoBn35{nqB}xuVETgKL~lnXsUegOWMw>jqEJ91!fb5CQfJ
zCSQKTClYE#iM);tAENFhE7EYNvV^NxtC#~tOCY};F2m?1sppFXtnWmtTcP4+u*fad
z^f#)oOr;5?cZSy(Rf|@f@v5vUm82?XUB1Kcy<<7;rzy-Uy0=mYr45Y*2K{uLK5zm9
zkPsJFgiX><=~{|D_90`!!WvTPrwlYT59_oGX%SY1l!XkbFtVTkDMA#d=+0@G(yRD>
z9*RndR_B(cEi7wMFG-i$qFP1~Lrfw>uAChaSCLLZJ5*=~^US2nZ;fEuG)i`vKSY``
zoM-K=kX_7G8AX?iZ0Rq6`@H$mR@S^PvHzylx?kUW$ZCWZFhp*;BsFRjEe1_wAw$TF
zj|^W6&4~#bvN@1Z$YWA|Z;75*nTc9VS5Yoy+oGwB&PRE-UEVt^G;wN^Bb4{G>o+RU
z;4(FT-DpO@jruUb4){)`8gQ3>H01(-fZm7Fevz$$b-3%S4Mfvb=8Pyfi_AMC+tNx_
zEnO+^i=vupF-rwPc1SasXoJx$dT}g5$_iltSr%FX>vXh%PDb#=Ne#?pMi^`b(`83a
zp3<E}ms`1b(3KDhD0w|ZKHdTKXi^Uk<Ej>KVN{`~dbNe_w!a9_i-!f4Qi)nHT|-(#
z)J4*D1pScpOQa=Yh<;}Xv`0F@zWBLAbCOlWqhJjni$lJjs?sIm?d2u}d$<R5rP-eB
zqwk8m8{`%VlwK&Cur7klhzeZ3-tqClq)&wU#UJNuLe*!u7O{d1-&KlivQ(gPBev`m
z+vTkmO?U<Ol41+ApQQAhq2ZZ;?71@1a}B-*tn{dBiAfwC7Ybcc*81z`d9L{)vUA24
zWXI1Xodc=C@eXhwyTj-s8sEPb+3Sp#Rr3(zF^j2|AllccyKOD6T>jI$!#6&!rp!^}
zV&CmMwOYL#j{8j;LDyy}8K?zZfvwe~$LcmMWqmtQo53<WXqxT`ZA~Ygb3yY&$TAf)
zO>a*3P2ambdh^_L_vM-Hiwpf%=lU+p_MTlDxUf2OajE~@+Tg{_$(yFJtCopto6~p9
zQ@1x~Z@3NJA#=ZDvBy5&<6Z6Z8+t%?=h|@8zMS%!yp}nyX*yt@@T~Q_m%4&$cLOWE
zCAZzOG?<8lOBEcDDWg?mAiFHaIyf#=(qjh)y(3N#`Htn&iK7#6FA$GrMOH>jM7zEK
z-Tgq#v@+JZ$By*%PC}h+^f`wS+7nyY)Ap}|@`%=Eq|6wvw4LG7$h2i_a*aL<|0uRU
z<`Y+dE?)@so!~sn&zE{A)QVc8UV$6Y-e>7wI%?P32Tj!e{LunGuI&&4@|BYS-#ZWw
z$_vmJt$!u9G>#u{AFTvf00^?@Kz0T0|Ap+2%h>}sLC5ittm4<h5^F0^#;L^UDXzN<
z>u&7Na-!^tN{r_u3Pz6vH&}D!*PQuvgwWkcr-~s9wk#$elB#&57B@ls5JqMaTfy?C
zimfmvYZ3^uu^51uM?Jp-?%|3XCE<7j{X?W$lqAbRIEQF6?fyeV9;h&LdguJ9vMR~7
zfq0xD>a|@?j}Vj43~lX_%!*AIQA2p72J;6B5Dp;i3j8trH5hPKL6Rs_QHr7lA6tgD
zM7u-AxI_y@CVCi0h0P_ZDFo@TjC2VKD}Qi2!G*Re{8h1n!hlRfS}3m_@RQWPGTcvO
z7%kt9h)p@ma?rem06X$B>c`vSAXDf3a;Y1OT4_aQgsGp)j4;9}5U4<2nOfS@SinW0
zPO)OyXY!g#3wkUJB9ZXotlEN#Cf#8%rle|J&!8rXrf8Mpg6vvSJ1<Jw`$%eYky%|z
z!8IgXcSWIvc>z@f)k(KvhBLawbQm|2HZ&b!WXyqn_;Q`lM?fXgPwFSUX8H&SlhR5C
zUxa2y%|xa43T4#(v8#xbSkP(Ng}n(cOP&tp6AkV%bdO283Our<FG+)v#iyXTQq+-!
zkO<cC<}+L`A~{*sT1;UpI=W1#(Iw~X%8E-&yXdfc5%P^x>>*Aml>YMDOyUFzHueLB
z9TYI4C2zdqOI8EPS|EYpRF&Bfywsy9X7E`#h_6Q|S?`3bC8!1<>Z=Fy5xG^PeECQ2
z-jJV}a-z4@QMY3pkHIl`fQ%OM;R*vyb@q90>#UljYEhtVk!RTeYeMm<(&|ZhBAl$n
z15VIEnZ!{|m0AP~3>Jhb9OMD_VvYV3lI_(R!ytn1%F9(&Q<7>)H%I=lqth_fT&)%|
zKG023WMvt-%gPNxg+g}ex+}_*-0|xX{y!brD@E*N8l?iN@^sn++4uK1mzOWS_0EH9
zpOurQuwj0%tBci0B?7V=efEuX$ewd<f$TAd#kw>V+FEz5&#sMi8z$}sEmLv(Y{)Vh
zFim(3<EF{pneNLIcP`A|zc$-*d7<y>-2IC)z2_GDFRl(=TI#<b$Ubq)G<wZ4e%(6T
zy){SNa;|jwjeYLrKG#yeca`XNF5h#l567J=3Ae$%KH)Ts`!>d0E4{A8+aZ<#Yxnc6
z?akG}Ofm-Tuux}#$|?~d`kG9Do&dU7DT&~7Cprd>9eh9CRhKDI>9P^R^%eOk)&Nqy
z$8?F)Bh=q72L&jqg?`ko7_AkXS2A~D1YzMS)4>Uu^r8A1E*#i=xd#&)lhXzk*&Sp*
z{%+`R$m#7VWM@|)J3nRkn*jQrSTeA%JKU?`=T6Z+moNDu!oar%YbUVI&etNlK>SzY
zG?ag7Un4tdyN+)rD}Vg6d~0*|9S|0%4Pu=pm~KMzTmr?^lEGD6#~@W~Qj1`>(Or`8
zNEqBDL}k~UMI_S^lOYgJ=g5YqV)9nZ-ZFuYDqH5_E%>h~Q#LD7Ga-Ciuw$!;drMe^
z-vM_$rtJ!gF_2I?le_-Zo`|ff@MTa}V|a?@6z4Y(Rx(p+o<O|Jl4NT+T%j<Js)-FZ
zG-jDjQX!+q7+gYIQp{>SMym6DNpedfBPME5q=8asWy}g&F498~K{L9+4)x>8DOGlU
zWfDS%LkdQCs_@>ibHb}7OHehXyntAQ$i;x{6vv>rsBt#d<jAff62&^4yYF{`S#PnK
zklH>2V!#kx0H#Y}kAsgL%x%D4<CNRhp^#mt?GItBDOw$*FXUNBz?B6CDLlFvlK%>(
z>w^m1!S_cYS-jkUS~0XSg~&o<174-&4f-5UYD1^j{BWR0^if#=90x~G=a67to00<K
zGire$-dphEn4HpRPTl@gNERvCI)UoA<m~)uJgiKa$=zjsTs{{*2!bvQXEx=Z^@uqv
zq(q6+UassbWY4#=OtqJUHz>7>icI_g?yLv+q`Zj+PUueTq{Ah9sJIgZ+4ELk&g#qB
zf_X=z<c?Qa;u79i)t|swm2L|&!t{eA7&ST_a!>}5SlzL}kdK}vAC@8nJDLxlMahlI
z{K*6yLvZW^@iHj}d2b(m0D2;dgfBbPh~)2L#VAjQon<W;uj5$F=o5N<3=DQSle{OY
zh5)Bph#Vydesx8Er4haR6=YYZZb51Jr_b1+JRnZng^qs((Viwv69jKmVlPVoJ|b1R
zKXsSWr~3c=oV`-4p*~mSmt4Y}Pa*rBWohxkn{N+Z`Lqx-_*bTe?h3M(LQ&s_!EIZQ
zdMpX6Az)pL*iEL{QP=wX_QKfm@SXMXF28vqY@G~mPWU&*+^ZuS<M%-J$u5xnDmnXH
z?`4pEw)gx}|K-)eE6e>C*M}}sayN}#w~XJg&E4NwxNn`i?O3|)TfgsH9q_FT`9SuS
zd(Nf1uJs2=*J|9gW?de(uZ?(&BhKY+*W#^+u_wAQkalcttqtZfaS=D(ML>fN4q^_a
zj=Y2DJm}E&OlnJIMob&UhDKB+X{<BAtAfH*n(oZ88zAHvvVchOfUX~UR{CUu%_8R?
zn00);Wk4py<Zq+Hrb|KLW0Hsv**d-Tq#JljvOGW~W@y|nJ!kA7`(vx|8rezI)jF?(
z><<}~qy0(q9lcpn{(}a{PR^dq6}{n{AbaTlC9;#te+ke}E`scg(QT8tdkZ$-f9b|Q
zE@w9d8>T=VHJA-=#po%6+Q<Ip?3WGhlK|)?fNvG*xU0;*7@ye-Ks@_KLH4T2Q`vA6
zWy0hJ=+V8YZv`4#!G;B=RLTM>DBa_YZWDi1z`Y5qGj~bhR2-2+IR`x!rtQS#(9Z~`
z5+>!Wu6)YG9b3w?^gXkTg))C6V^(74A=5^pgeD>FT1dr`=F1Qk#Zt-2^)1POq^PS_
z#Q?V~j1`X^G(Vs(#-x15rBqGIBQkj$jGLjAD*kIHp-HU(dK3k9aXmvGR@z=dUd`_L
zWyXz8x@fM7uNf7#oLt2EBwo;Qg6wUOy~z563>wZeZEGpQ3$nw7&;w9XcU5V-W>!~Q
zWcL7ctI(j6uFb9Xsk)=Sg@H9utV8f-+>DG^rR{?6)aM%+2$SUo2T9qEN!JLHi1(Qe
zaScO|gx&<o0H~l-@xV@0&CSsQQ2WTah=~cF;FOw`s0$qdsf4rAfb~t*&hV6;T%gFH
zj98ARuEaW=f0}nkC7%TY;LbvV$ASJW`W}45d^$iFwppao;--P8Myig~tqOU!iP%YG
zp{XBa3kOtPaP*L7iVR!>?#%T|Go5*V_@9tB{PDUshFC|%1;mrN`*YiYye(M3f5#Ci
zJEIkM91kyM30c1(wFl11nDB`<h~AOGVenUUcVS#~K2SbWLRv7HRw9F@-+rdh7G@x?
zN(KAO?^6SpDhee0+8)a=_EoQh!3T6uk21=n20~ysQ70%J#G%|n!lyC83J`uE%O1Fe
zidM%(Rx)~Ul{J#`aFGs(u;o-W{us=UTjUC%L2TZA5_+h0Fe{pS)L2+*3GQ>1ntM>6
zk4p1T)&q~g{XaWrM}V%1zgq!m*<v|gP{`ggFD{&a<BfsKALS!!?)lN7dv}E!5DW**
z<m^U}J-)Rb*)b+uTb6}!w_(w?G_f{zZ)2((WcQm#gO)L$am2MUY#hHk(|u{8>-=ob
zrOCVJW_m8n^<A9rySNPJ?ZLIx!OMo>tJ~9E=J6Yw6E}C}dhHAMZS!{=i?_V1J%RP1
z!0M2HrQg5W?OML)SRG6_mt)S=&84B8mEmJ#zZo_4B)7*>c8k^UAfHRfoX9?FY!;|2
zI7_T8DKSZiErRqtCG-N7($jGZ{!6ubR=E_i=u%}X(xqZr1d~TGn-j}9<t>XXof?Rf
zQMgpcamJV6t4l*u_cUPz>*$=U5XZn_3JRaqm3lC4m|HNRdmx|r!~e}{yfEpo@P#h}
zWm$6ehx_%17!vN))0w;{lm*#s;l^Wf_OF)WPm=eqMRwh4r%<n~y$hn0>;Erge;l%}
zy74TlthvExf$4SfbPDV`WS_*mlbeIxk1}*8Sv=rgVapv!-U;q5N4RJ&tUC$@N72B|
zoFyYfM|Z{KshUaW!E_wZRM3&9k1zHp(JBT;?nr~VOK(EMdJ8>On^>}nryJ``k2FK+
zIZ}|6IWIyPi$G+;__Cu&2Bzb)EWxR@fW#uFebFaZk|rW-A|W@H+()z^Xw=e&l^Ie=
zy7`$1@={LkOqw7RL%mCE8jgP;?8r*^s{xL4l2`uDd+eMbyHHs1EmfRY+VP4R%gdAA
zx)k<Ra8Os{ssE#rN6rqiOT!vaE;WEoRSC!9<UqG;Nt0C>T>L~ZxJ28th*q<X8lIJV
zRr<CEj66u0oyXzi0Cuz0d7=VPj)?ge_zn|WMO|%$#->9_s)`zk%72BBKs}jsUhATt
zY&p*I12!Ysy-cRl;2?R&DwJsj(MA&w6tyxDdH~=K;^;WZ=sBnecrsTGzN;2Lv;3k|
zz?cAwHx2GV!FN2WK)PKW(G*JEnBS?$u-`%mH%$&J2*`cK(MAP=x>C%Kss;+DK?$_H
zNN^H04{Ujr!jr#m`*Uo;cUQCmk)9xb4<<0FY+zOSrNFr|APi3)it@N*?%;bT*jHSA
zZL0^9|7226i2Y17L-3<I0SUiKIbEg#AwA}$kpV06VX1nQXW*1sc$Nq0CR_Fy31s#S
z76C&9VmDJ0IleNg4vmM^CVUJUG(ssk&1?jI6;?k2<S*@k+iJEE!2&76YXk@J_tZaG
zd3}S(UMn$~Q>f=l<xbANYhIi``}(T`S3WGn)||7$!#(#v_Cg>O-L^!1n<)mUcQz94
z&3w>lU!MzY89c^$^X$OZe1E_^={5}dj1SyvLyqMk<JjHl?u+Ah&Q5n<nCv<`d;h{h
z|E0x&%WK2ejH5T!hp$qHx6R(QOxy(7w`cCrShp|UaV~-E_d*7cebB$s8(Q!2tlYCL
z-H+JjA<=Cu4Q($EdgLj3+{?G3rrx}3Hes`D8%GK`jKdGBP{(nWDYi4kDrXx}Z4&dN
zlaO8#A*M)DA;k9(%5FO?%t;9-l#FT6qv5yDPna$nttb@iQNUnARxBYX&MRc6eZ#c7
z`bsxolLiPaaB(~$M;aok8Y<+fBuo1Cjwd-XVO(6^RDE{R@c#{D7a9gRzKRoMKiaE5
zWZtD!OQmxlyRcOw&Br1;thrNcy07eaSaZI-#hW_`h3ru7JMs8B`8RXzx3(Hjy1nAS
zja1-!T>&&Y?W;SP6|ox6ts>j5!y)zdN1<-a?Y|mw8+-m3*%hpV>^ex{aWy>&KU}*a
z9D6wPVrd!%!7*CJzZjWTrIa3J-c1FW6g5)PC|!CI2V@!C=EuU&z0BPgp`gnclu|YC
z<WQ0wbHdLePA>LgGAgBZk_Dl_sd18qni3WGR!u9Ry-Dbd`*^EyoM)Gc7QL!OUHdY8
zX-i>&Bu>W(vP(f;+*@SDE|%yeY@ij6t9=ftL07e&mxVn&0`yx1*=czL#1OH_jwyfx
z<y5~Fvct#{WT#P!Bsg?y668Wn*;136L-nUT4vp~eA>d9AT_d}Kbya)U4@Ek!CaolY
z*T`N5To}0fT3DyDEqx8;5ArqOt}=HD__7QT^;-B3RGXpRH5p!jBnGle2SLI5N!wi@
z9<0})(s_W1i)zZAEi02<FbhjEh>ME2t`s<Bc%KDcN&>xl#OfIb6KfbI$DzGts)<Z3
zo)H!ti#qMzuKaDKETih`qT(ftJ5j%<#@-B4bx+bmZ}@?7{4zoXH)Z)4$X<3tiVo}}
zBjwY96D7A)QRBY)?)m}wvYo{7E9{Kpom}KA%BzL9uRPfmuK*5zuA0czI4GI}^@o+(
z5t=s4*5!)~(aS(R7YPa@tnNgSVE>^Gg!Flr2)%aF?8?*c^W%{nS{)cJs`g5nU*kUb
zE=+o6<B$J+X+0np|Fd)UI;{6HUhRVHRO9QlDs!0TrTMe3y*zN`1CZS|)&HRTZmnL+
zdVL^!Jg}V(+cNfzgv(M0yWAT~k?jrdh9LXqT%VUA^rc=Gto5Z{+roXr=xvJdWb3oN
z5aZ8*>B~dJCBx`7^TZ7!+p+7m*)Ge(_07ra+tarl^LJg#x7{l@{i|JJ!(ecAz`xub
zG2Zj8-QAqO=QWLmcNVvn1}$^F&b0xbvCqGLSCHMk7_t~Q*G4j_I4ZvRs#wZqa_wB{
z5wdH1R}im%@@(Z-4`r0L5es|zfDEgOm5it+QWK+)C8mM=vQR~U=Sh%;Fpr~%okH(C
z{*qIE)cFpJSd}t}Au^?;PF}CkUy()_h-f=J$%(0rHN!SJI}5;v5247j{rZ2p8n3t9
zOo}~Hgx@`C??Js2_MNWAqk6SlOQy5#pdh<F`Z#142Hh9Y`~=E%?fvAUz`7@ER<Y^L
zog8Q9o5AkKKg+ik*$vW0KM6^(6~2?6W5tq#Ag4pJc-3?7Y~A@aS9ZmbUbd&$t~s-C
z?bcm64ze}ExI=)*Qy^&EpAO|wE@tI|@BX6MUx0OwS-A>^>B{KX+rm|{^_@r!pm)X)
zSZHFce(bIew${m@S%~tb<vUD*#<USuCb*Vxs+R$0)%~PcDskKcl@550o|j}*swxf(
zMRlfBQC+YbV?+dC6BG?vUQvS8u`3hq$`w%#;?XAJu?*THQYW<k(;@zebhT7Qj~Nr-
zj+Fy1KwblN0~q);e;KAzLhc}-Y5_|hpIl!3*!hif&PSm80BJ9(@seW8x*dNLB-6>x
z$k9Z-gdHw|?@|(n@s6@9fG#PsPO&M)3(pOvy5hwl1FmZ3iloi*K)1_PdmYgmG3kav
z53I9=z($aI3mH%Nc(QXGQWcbygVJwd;QCRNNhC#I?gZI+5S%wlHB{eskvwWNL{LbE
z6pqc&DHj7nis*%Kiq7Q)>%kM6?*zO%CBg<7Qfe3cjT8q&V1X*V2*Qw_i{LgF$zi!l
z`0z^TAepNm<_WR`rqZegeBs5VDwOn9ms~*n1c)`hlUY+L=PSfwAR_EII_&kJ4hjW{
zijH8S8cf!Z6w~ZAdfZCu8(bD`96fSQ1qq%fHFMF!&%&&0iNY8hJW35IS!_^YpfMzG
z7pkrDF7e{&5H-*mMM#`+4|tx?K2eJj@+VO};0>(TwFE9TbMd_6je;7-2qc4qXc?)H
z+K6ZnDHB))?w#6*&bz<%lr1HBD(~d$LW!5M?Elk${~sVb;9iGBSg2IkHgHu1+2=aQ
z9$noU?*-W_2$ehC;Vlz6d)!Yo9{QZA7<Pl~FzB3X)5ghO^GvVXFk)To_8132cI#Zv
z`si(X>y+Xb2d<K^FAiK<8I~}PT{TZ$-x#}M9>20ZbJIM2**t#9Hha^(eAl}MvS0PC
z+=y)S1=sHTmhXfNcRZ_iOfz?E%l-bXS<6EI>e#LA#qPjHe`up8V(Q6zR(wW-Wo<N*
zOrj^8Db!I2NoCr(V(qlML8o%4Xe1QpMN~FhS0Rc<gv@=Y(DRjgDu+klyTlhsf+eeP
zEP-`dyQ=D?l=p>bDm8z~l8`;1d~~?J)G+meQ@-uoE6oD3ZFeOmrcE1Whr(-0Gp)xU
zyP9*8t`4D*y?w9?Hy&^Y;+cSx{Jq_z8o%4BCQ=!9Fk=s4;nDhQIXl|*r+M<a{N90V
ztl!|k2RiAzK6sq7XW0>OKaR&^?l*Jow-(t=t{k!9%o!aygM&JJffD-Zvb;ieApRKT
z9XSvm!u+}$)79jnEw;21Uv;Jo?ySKBzGv9k0M-TBHNJNsUZH&9tH^Hh7fk*<vEeV8
z0u0%ew}No#E7l-f{hA|OcSRv~;<O?&^++Q+qn+d(!U^C`!!eVS!RHj|n@lv5q$}4^
z;UFQW%#aAZ?*oFJkkV2XIc2d&gld8$`*9}T(P%=Z34fVmVF#RC)MV(1?1M<tbddcE
zunxqFR(uj~9Uiku{;uoujHu9gCoxZznixXi@W@t`Va1RoQK(17u%@kYd48TE7Z0hs
ztX!*vVI_TSF&kCpEaK0ik7$Ue>&-<~7^hw*on;9`P-V5xNFW?+VYsn#0`7W;g97?W
zF`mjfn2w$dk*QK5mf`no?Kos8o+I+Ah&(F3n60RgBT&%Aw^S*L*Wd#m=IIp6wUiKr
zm!)P5MfF{2v#Weu09~r|x+(l9&7?J~FddL#UXIx-Ow33on<V~dvayCyjQ|00D3mhY
z#$*Hq1e9Qv^SBW3n#Ee9P@~Jh0ttCKT;ul?^NlJc6K(YCL3!|9(3!KMxYyylDOo?3
zC|GPuz{JoZ-on*nz8)=KIrmDaH5imjQ30aJPkJR|?~plFun%uj2nkXrKce8tXL?L{
z>p0wT`eg~1FXJ04qIPU6l+%?cfm|dvuRuqXnK)ot1O&ubRt?9Am;h#}trjWvK5Y(p
zXIgu^Sll8~!@*<q#ZJpZO&SU@UdG?(pR1z!*P%Ap4&y=W;-t~eO^-Qrx-$ROyXZXr
zKRst}RIBw$RUvz|TBtN1A^S^1*FG#K4BL}^V}0Fd)2CdXh}9hRZ$-W4sAW0n-mJuZ
z9`kZ=bKSl&Wti->%-;8##vQADq0KSG>jc?HZY}g(Vc2bD=my9>*LQyT!Nrx~^G2Y2
z@~Uy{qG|l1b>^CB{DNuhylw8LckP~U{g!+AvS;~f%yd7z-s@eu8C<(g7QZod%RJZZ
zu}qrg?#~ZiHqYD+nEIpUUUK%bZ^OS~+BVJ<vRMoSW!VNJG)JX{jv>?t3BGA!o_HKA
z|4t!0_<n-&g7uNKpfITlt3kaUK=Udk+D)>I?6m1my7scu>Enwh<6jBZmJl)#Sl)I-
zC#N?yx7-S^`Q<g#sN+{Za5<tS3crHvz`7v2X3!ncXD6R%RuV};b_aP`eD^WPj#)g{
z3SnMx<4=P->HO)jI8yi%&_9OwPJRBH!S2UD%eNNU4bGf|Bezbd_PR>pi$aVi6L)3|
zuB^e8Gcejl&Q7bH68#QYIefXyqAk9>lVSqS;3mh<uGq7HK0|O^%j_Fg?A%K-ca#TY
z$Q{ak&H&td$=OxfE;+ko?m8^KqRh&Pnn8)-J1d3)L4*#f_DJ2qa2ytIk*XbMIxK|Z
zh`};M#taArc9J+zHQ_t2wz!UBN!f}@YKCmAkfQ0R(pP24D#dw1Oh_eRr;X112oOw-
z-5ISrqBXW?FiJ`;S$W4rU3RqAoPu?&b}O1rNpWz~8NCMwb~Rc;<}P03bXwteDO1IG
z7P2%#=%mK9k7=M&Y?tXUa^XZ#R7c`Ms1}`AP5Y<CTy05<9OTW5xtPEQ1{}g?6VzrV
zPRRdCdR-;Xq}6n{fjlvMk*PO0Z%ovdt8L~5H1ka{+u3JKKnU>oTH^G9bsEo-BVjMr
z$lS4VtL`$(&oo>M-%LWx-5Mfh%XlC&{sl_JJT>@U(Fr@X0_1Km@szPRUTqmcRG546
z*NL*6@UGcm!i&K!8H<yl_~W^FMA{|61d?>EUKQtodq9fPFxe<-IZSS0yVg*Kq`Yz_
z#KHFiwv0LO`jw!8b_}PE!5T)bC3s$8`-8Be^v)}%kAMdUWdwQ+urAT-7V(*rb0eos
z(ZgZEz{K1E)Os<oWsY7NJ)EE0j8Sw#-d?e~;|<|+q%cxcZtQHqXpBwEYC1zIDvcvG
zra>z~-Ya<xYC=<tW1uC}4r=s7>arE@QDhdlsDd{N(gKAJ$OfV$K${hxclExZ9fVX-
zi;4BqA;#z!*&r8uh?<=Cd1w4n#2iG6UhX1G0m;Za@Gku3(;<vGu0l^1fQR&`=iucg
zDn*lP^$j@l>wUITkwt}2>bL4<knZ;OYsGRolV@yA2b1YKxX2EUIBJqz4E9ck9&cy3
zqRGr2IyRMRjoYhvcJtEW2QR&J<)gQ}TT{k?d*k<en)OD`72KI$GA>S;md7_I2e%ie
zo$Cu5Q^Ur|2lE466ZbC9_FaP>zx3e7#$?ZY|8>-9MsA%Oxp{WH>mo6D?bGqD^W%3u
zo9H?--F<ep=lo3f*}2|xO9M>9L7qRqG<a!!^r~U(>e|S~)dv@hqgOY^$m_3JCa=?!
zU+%xTK74O;YH)41d*S{K!*G{%>i+g*_tyA5_wrO=YjewDNM%cWbChiXX8>GZfp3<J
z9VKKD!H^aq1QI+BXv{&h5H@cpRSBo5+cO`5Dgu@<2r}anAy%+b<SEKGzlh%fbGsx6
zjlD#z5iZu^)xBs5+3np#`5=L=5h_?>|0?zq7)*%A1XLnw0+=H!;ikBF(=ds7Xxa=+
z&KTXk2%>|0eY7JCpE~RpSq7@lRVx-DNhNyHN?KNb*a&^H;@;mUXQvb|g*J381=(T3
zwkq*t$`wf21B{>4+@Y!~R7Euc5VwYk+mRApoIA1dW*}z{S2x2|<V`Rbbwrx>aATYK
ztUwtXvh8r4w2oP=tpN4gIyc}V`-EAFy?~1f?|)U}AIG3uqvS4CcS*?sWi{ibiu0he
zH*fOfHgvctt;^IK8NCqXocUEJP@V?Rxg&s1^?uC>?n@b;n=$*Qfu8IhO&iE^RNW08
zGWwj1#tXOu=q1>6C$WhDk%}$!hypU_XbYA_#V9PRyORLlfnfBIwRIZICCx)lWChb<
zBMY)q0@cW#Z9*x*{f$Xvyv4;POy58}(HNu>z8q8M6ycp}<)9n=l9itd4dq|jas$vD
zSZ6>_BDqU3pQ^qT;l*}MrRt1gW!s6IwDrmUplaiTsb<D$b4&A@gF=Xv1%Qk@v9>4U
z2HDXA1a`qnrIrI9i~_Gn<#3T%dl|Qv9nrl9YbcVd2|il4@ZMpsNp%{aL4FpYc+zuV
zodEb~+es0)1abX{gn}+Mb{^RhWy3ltHuZUBZ!IWUX(C;Y^sBhWQ2AF3c{NTbiK-Nn
z38k?nU4C_6aJ(}@h0GdUeYPBzt+EIgh?h`+CDL{Pw}f^%0p*nkAEyRJv5=}m42M^a
zZ4@u2iOM=mdq@Se60&(2ufsf@P}(m%rp)3g;(>UV$Ri`UzuSgyuT^)1jR40FCK6M|
zHHr*^voc9R<y=PQWlgA%ot#|^+Op^nN{ffezYJIEKUQsJFz|Q`P--b^TwNyCr5`G@
z0|M?9loME+sqsMdw#$-3`X<M|uE4jX<X;zL>%7#H5Ne|Q)mkZty2lp+4F?rSGl@Er
zfO|)sNsyf*z&i3Z<oOWfSS^9?((h1&dD$wFdCt{T)(NQaR7$kC(DB^6oX7?CMdya=
z^(dSGJ=5+mq6O<k;!$o6k)m2CRdPjvb&T5x09pdkCE3|UVh`aOwQYj(C!r1k{oGyz
zZK{=Ou>kb*YD^1D@4WEG&)$2}X`a~_x<5V8$E<$A6*iC0&W{hT&5xKS2G_?P7$$~S
zM+cT3+@I>bHGc2fO#iLrk?#4yJ4?g8vwdANeRnuM*>h92-8V+N5R&a*9PC;e>{=b}
zUK{Np3}g3AlLO|dLD^2zK!30~_rNkcWSSl@&kR}@N9`+<j<qSr%Cu``K44r8nbv*l
z%bwLmpJCZ=T=A|g+2^M%6Qe=9ZPRLtWh!uKMEy9&j7%+n&ZNpI9+kvZ$B>Ks<Rj@C
zWjfZJqIE1(7QITOfFpe|)CgI|7vN0d6^N#>*zD4++sok>U#o`;6-1chWkf%im#4Q*
zpHT!KB6)F)V!B6JVM0l&Az;WrJwv;~=%61|I9xM&$EMf4!H6;sY^jMhS@HqvC&-Sj
zA+Qc+OAAP?>i7n*<b$1YpsMk0z#ScG4q{EvtQ_DcR?UZFF?TTKj#NF-W+2>f2di$H
zs)&%ss@7=P7O(Ea0rY}7Qr&_>6>GZVyT16IH@54HG;Mf@lgfqbwqVujFWUlCXypcM
zIcN{nN%zS9&_-ix_WhT->|>E#F#U_L?v@<f=#~tcch5+f-9_e}+i=q{hY?pIb6?q!
z^qe7gwhPwek}V~vx(9|lD35SWnfW*c^wM^h0eN51;Ne-mjO-fRHC6r#$ld{WWQzpZ
zC0ke38;$Q8+)1v%_rNhBO7d~RN8!e^PazAIoiIWb1)A<E2Vo}Dgi6X#(q8Zw*%6ij
zlwC0<Jv*I!i28pmG`@4KQ$4$^E>e4e^ga<xOOc--XFoj;MT=kR?Ul9&xhsz|Qe9M8
z_&F!|^}%tKaXDdbGo}ZEgZPpaN{H&6)P9vn4m+ZQ2gjxi@tYm;boKL>0dQP$#B)S}
zJNagviYBQm{JKJ=ft4FO*<y{EaoH)?@nm7x4N!(upR3fVV3!(d;;ceR;fPfS&LdEO
z$h#3X$EY0~1m+$M#L*^JL)pyJNex^;T;}3+@1Bc*z68%+Wgw1*yU5*0$O{1L<)YHH
z6S!xmgT?3sBF>|{=jtsg{7q>8(C|<hL@i%*?e-5-Svs+RsRnoI50V12fPqw?cm?cJ
z7U1?`phF0?7`TM1FUolGw*bM4;ZN=_-fdLiY1W^}4~l&Ku}LdFZgA1jGCB@1-_-k^
zEM93Lsse)GJFNlockrD6-^J!$tl~H#JOKsnvaN_I?biqIhK6;<opi7sIC;D3Qk;Jj
zYHa{~BM6|ak?3(q8RR6msALeN7ca#SrWKF|5=Uc#y1ksQHPEv|-Ci9R{W?k9B(Il$
z8rOk#{t33rsb7xoqxLAJe1Uupkh9lOg)It>cfeikXjli|L3Yug)9|hFU1PmEqL5wP
zpi(|TcH{ga$bRm_cf31GrqO|!;UP@!^Pce5%);uz)TVLXzC69PIJ3Dpv$Z&FnV&LD
zkFHG)Z_JHvEzNAqj$0O{2<tLE@hRiXm|=R%sKU2t*jZg5T*ej8#wuHvahV;jdCg;5
z3v8Lfwyn_iX25C*Y?;G5)`Z)U_PJADSIXzgh5hA3q>_r}qk(M5$HiR4p9y**j&0}i
z5)FTw-5twTX}iSILa_*@s$tZJG?dHij8J?}XdaxYLh))eg~2OKm^RD8RJK_xw<}cS
z$mK;RneSD*SZe3<`&iZ&q^89BUy(4GumI50{Me78$-P)=Kc3#F8Y#&OgFnb?FzKV5
zo!N43;VeWI5rRFZCN!N^HhfsPx&vW&8GQH(*{Q%B7hweC`EG~~w33|=bpt+p+BVeY
z5vW0QuDw@l@1j1}67a{7qgmc>l}n{;C>r-ha;Sm_QU}5Kt|L%#gsU_wG5Ok#)vQsO
zgn}=<9WFXz6;HhGi`4@v{N!t*B~^3;iVlB)a0ZI*5d77u4+XPGg?+oEdqrEI6OXTx
ze>2y9Ypd~{0XIdElRCV@bYLBrHquOYrdRDrg0j3K#TAV%81e$^ic6174VileSYH)3
zU2>h$J@^jU-a!$*N(F$&u>`6p)Tw@b9(;e4vnvvvz`E2}iYLg<4g$iWBrKV`fV<Sm
z5wy_-d2)7@wrftEd^Zwm9tzDaQIF9f^Y0x22Zo@Tm`e$=D=iTjLE<;X5uLN6+dyp}
zYb5m)JWCxd+`kqqJ^^=-ody9*3pjNe*@H64ejxMg7|Ntt3`4Qxko=t=FAP<v`wX^-
zIIXDODXy3JkIMpEoZ86o*|unqX>eDibtwXCp%r?*YQ&FO0O{~@kR8RRl|fh5{Gwo~
zSU1P({~E%f0C&1j#XScvFa*pqr5dR;_4Z<u$vEy(#-fE0_<VggS7QjBg+VP}Ju1|W
zC<!9Zp2*kWZ;SdmOaKwh5Ze5yQMeAXj_GxzX~gYa*Wnv9;;AHbRB>d5AgU}v%NN>!
zOss?Z5-dE#<b98L2q=?@b7rfzL=PX7gb2s0)j{=u6#_GQAT?cV0F(?`D%&W$33-^j
zzC$u(O~SK~o>T6SkP!nh^&=>iXg;CJpapFOaHYZt#CNCyip)UqoDO~yKAQ>_OQPg2
z;yGAwD(6kMRP~7zZ;PlU@PUdnaYqM0^-ZY5tI#Y6*&ZK}r3HxpwZSrgx2W?jv4GLR
zxT2y;b~tsKS*Nzhs}mISr2wLY{ZC2(3eyGII~s-}V<`5o7!WA!BTcvKK)eEaRt4a`
zCh2L!7jb`KJW!=qq2}BL;Q@D{)8jL%oZ~pPlg2g5Eb^r4PU<FZ&{W_hggT((Q4t<8
zfeL+uIz0E1ay_AP_Ptt-rG{~C@x4F3^7#kvSPYYMJ$J?j`>5aKykYCY@)~$;TClIq
zI?Zb~!;;HlaG2J2jBA9$WOP}~Hp9AmbHime5<AA#?e!I>+349a+c(xj4x7Vla&B6D
zwr$_ew%fYpu$Tzvrr9M2?LoUcu;cP?JAK=Zu)~}1hEo1W!iPkTKN|9-;^A~65|0ET
zK`$3$A%7&`4Z7?B%VyXcaJYjoXN13zY9?T~rK|BG)j~Zqp%(B8+&RK2h-sa)h#E=v
z5T+1|%y6t!M6Qayyoejua3d;~4$7s&eEtA%FP3SCDGCP#rF^?kJc=jw(wTN5d5}!C
z)7hgG6~Zi)y*2|QLMN88Ks#ADN)?Wh`J+VsC{{Y)T!)Ots>wGsZ;r&%d~{^$QjUS;
zE_yXWhf_O{<~c@X2P!82m)r0yK%J(LO%yY+awgiUX2JKv{T5Enhji)>Ta89Fp33`U
zWtD^P1`{B=h{~c#VvE;zICEmp9jjALxBAo0aNZLwdBO!xFz*i+gG`-7OU_`<;mbJv
zSyv#Z!yU|fxlO3RK}VqA2$k%?A~F<gzZvX){ImT35ZRHep%kBGOIcnu!Al}ihqNrj
zc*^fG4VMGiSr35AkmMJ(qXu^df!URv!jdhE&<(YE0&pk0hm{A`cT{S1HC_R_hIO{$
z0&pA}+;v$Vd>1|j3AM`Hb^flg9xQgoP@6BivGhvS@nXY~O@|*TS2gCz5HxyXY?Y*#
zOsvb?I+)9>6TdQP*29zE7v4J^cImc%9kR!2b``YXPb0er2W0qonBM{G^wYB)aMzhT
z$gbzvQKCa;3LJ;;nnG+`*^5A!p(7@$bjSY7N-alZY+05oC;@*(hfQ(4gfnwYe-*t8
zJuD;5IB`)C=-22E?h9Lw0d`Vv(W<5WeFWz%o<kJ96wQ<oo&|iXdk?XODK#;JQ=E1+
zS(d|155F5VO2!>&4PY%DNmot)UGeBT61dbBI1cbpI)F0(YfjYj=-|_rm&cSg0csm3
zdTRi##w?D=e7$I@OD$cd+Zy<$QDCPRFPgwPRuQ~J2)pg0VhvuL<o?NQHJPo|TC@ON
zK%&0}RO?*Q=O&#61@0us5(4^)Xa|e}(~5a0&2Dv(7B(5Nj0q4rgQkj32m??l!tn~#
z@<Yb|S(B(>i9(Tt;)(pFDqSLD>V)FPi$}~cHy$#cSi=*l2te=SQ78^S5Rbfo2K}$u
z3U@;F?)e+_(&c2!YDZTCR9jz)1G+vS&3$PBNPR#`1joez_Bp7I>r%<1BL7KwUo7dB
zxQ!w_bW(mjsvwD+BH-ynUW5KI^owIGMF3Q8D6p`2kaF$rJ_&n0pVx(V09}&zVv+5h
z(Ea(OArR1N*G+b%S|~>-49P)B^GV*t>y4?mydeADzF~I$FE77#`LmC9$jN(d4G(s6
zb=2-Q&o6Emmz_?N-)gX#R!l4NUi+rsz8&_slEFYG8q3F$>2NF;kESD`R5%#-`w{_v
zJ{~Kj66|Cmp>#Z6$mVJ#9uF#hv50P3Hitq^wOA@<3i(8i$i=gnSSFXql`?c0DwS-x
z$_#3?BHl<iPSNLR2r-n72p4g<3vE06F2B<kB`=m)bx|RJ?Iz0nVl9!A*;^f8Iy-RJ
zsUPOVeCkLDv`U3ClC70@k0|9OOHBPV)43{2{B)q8jB?W8OU1yNuyCpV6%R|e8Dex8
zli50qk5i-%C4??nha;+qbYUfus*%E{3Wo`-D**lcp+ARw7Nx?&xn<kL^jaoY*aep#
z!t_8{xP`m{$PO<KzaXKz(`O-@S6v&a;mCjO_HM&t-?E$6oR-yOz}_gP_L|k*W@Wco
zV&pAf$c5q=5n;|8x#RoDL2wTA=ME4e+d{V_-t^=S-RXU^7ggsR#)}@tOT#5bO&Kg@
zbcNG0^Q4||$qUNIYyMb`<DPJtQByCvQUJPY(V|g<iyZNI%>8Dr{njG8YO*V78a?}V
zlC!&uy#G|=bpY;0smYVM3)U~&QeZmCILb3*>#NQ*)Hw3-b(c)Qk+U-kPwgGr{KB@d
z>{N-qV)i#4A-e*1s`MSUythD4|54DICy*(i^A4x(ly`vYzf+Sb;UYwF-j4N5L<~Ba
zhC2yir>lN9*iH3GWXBK{Vasu?Gs9>+BT=F;A{L5h)ccaV)b<&&v%~iwXFrDWld`;n
zJUw35R65yLIlD%7Da9-Ly{Mw8!MYHu1&aLGEM|8-S#fx$M2`SCHX<D$pk9ZVBpJN|
zeI=5E@GNaIU|LPN9*=J;rmF~vGvNZD%Sl7s_c)9HGP0{&UQ&DL*_kp6^+Rfa>Cz#5
z`%>$$*gE9YQEVQTT1QOYk?A9l(!e?H;0V-?WNIR`i;6ywqzv!KOrs2uF_Xnm8}xhN
zULijBRVxbN^AqfI16c9m8(ZTx+){<YcUu2Y&H#O&9|oG@2Eg|Nmz$*9SlZFb2cs#2
z1BDd85e;UwfS)P0r}2D=$kRAzz?N)4Fi11}D=9OHGbIJoXn80e6XF37+$k(@goTGb
z$Z3#}tQioeiJ-LH6)XblpuDKw(Nmy|a4KKcR_W4J*MAP36g94RtT&>jilX8UBXMeK
zNmLC9K4sB}I~CH<*OoEz+T<nu_29EpYYB1V?F4@{O<0Le?*Qnhc0nk@WKAz%SQyB7
zps)gH$jXikMHV}ClFlD>yo?dydQE7g8*&mTqqgASVf1sXHgIa^(R2g%<z^IE>J57O
zM|*H8viV{%SxTj<*=z-Vcq&y$CX4D~Etlg+Sw)5YQ&G<4<aj0{k<AvfnS440+*4~<
z8J~RrrB|<=KjYk4o9n+fKQmfy)uIm9%J{_a$o;_wcgOGFS(%?48|q(Qnp>QiT%4X-
zoSvDTn3^7)7#kd!o0wRdnOR?4Tw7RJnw?>PesXf+!Gp!=>A9J?rKJ_4(PTDnnoX9C
z4YS3vwY|M#w>$0IHplk1YiEbp+1j+4O}0&oKH}N2du@)O!yR&YiLl!n@%UrDK-?dU
zdjojRx@>NDAdX|BXjUkvLKHIN1q=%RDzf9&flXTib(-c;vT+crG!u=sD^*HTSZg4=
zR8C||s>Q|#TP=>mZ>5&05sgeuE#S*o7#H%5eSfCtOy>NRMz{uvu9_%9v#&(5mAE)0
zGU-|J#|i@X{7yyX@@QsmV|r@22?=Ar37vwkfs9b7PJ5dVc@J-wT`A6E0ocaSnZ+Bm
z8dCOMrq`R5!a==s*eD(DR*%{(mE$w}h8^qy+Q89Nkuw#Bp^)Dk!6N73Xz9?C*=4SI
z!<*d>ajtIc1o4Yu;GI4@+U6B<H~3VXetpQ4MH|e*lghc{bl9;8tJ~?us^Dyoe;iuq
z^x`$4?wi5x$3M%r8`(i&;+R3F`s|eD6(t^iyXv!p-L5n#yxE`M3Kpzk@pNO%Z3FNP
zl8jTvmw9$7^OD88OF%XgaGRmRR+xP%^W3Ipa3Nr;oMnLZ<A6=44@z;M!`4%U0#z$e
z_%2fqs1Gszz;MJieHJwi+3C55J941FI-;P2MtR6=y59|aQyUk}@MGu~sTs-Q8$l%?
zhKQ)2iFL^BC&;d0U3J?9#5J2v(c`rzyL8(T&4a~9HD0OQD{v=ymvsV`4I0^zmi1+J
z@l_;PDsvUTaVB42$}z@*gG{8*4i^sbds33oAiJ2$h<7t=0Z?9sRUZjWfd0(IbA(V1
z5n?leG$kv1wqiL!+TJ;Wo+^45N7>p@vUmjF0K4!UlCyhz<^8>E9ib`+JFWV`VQCjR
zi%Kw+j~8lyeu<9!?jg8Okw1(kM!K%o387ROC<kuz7(N|;UH|7rDxnNn3~)=ZPiFRo
zQ6LKdP#$>IQ}8ec1lA$2sTp~;9Dya+LQbdk5CBrlG|JAZbPplF-VUdVc-EA6MV~WH
zah_bhazGlQD&h1p9(j}t)=RZqQf3`Gan?wx`G;7rNmpHM0Yu52)w~`Yd#di3tg&Tv
zq3ZlXGSvH20Ki|ZQmZrv_-J@N5F@E(w8fbP8#o=xXjR*-3So&5!JJNL6Ic!R^4g@X
z@--p-4r$p4XOf#~6C%BpzXi&luIH#NI?4J^<1VCflFbn^ipWPmNtTC_U>&7Gs2wWg
zqG%DQ%0Imc@_Nn8?`+}f)3`?uXHUhkDh@af=%cO%JF%jqfE#;gETF4!*k~NJP`^)S
za<ND*9tYEb_*^WOiA1t7GUXJg&5;7%x^$W-5*$era#4<?Ql)gdlo43ZrIKX#4D&CI
zj+3)@UA-9aY|iv{O^*-ZJs5L1cUD(-cFduWGwF5u-S(}G^>i$p2nVu>xLQ2qs`)~t
zP^jkfEE{0j*UQM@U=CX<WwP;5h-b;Bvjt3aDz!$fS+6!~m3pJz#B#XRB>k@9PKt|J
zt64?LzK~6p@@aPDAp8`@I8{GGiwKC?J_dWu7RD8EyBi5QUogohD--3Jg9J2M8Mmy`
zXge;*OSO>D)p)*0sLw%b$5u67ZG{S@M5CG6ZToYTWOKjVJ}T|Ei@WV=`>@(RD(oF{
zvCjVfZiP5#=UdH2`!L5SV7u+h=1h^evslg?9u*GS<@RA=zn$lk+DE~j??WS9phUut
zy~;O)R{rAL#>&E4n*qu_LH2!0?hhX}MIlPa?!bMkRf9jtsCpaiSls^<xdPUOB=U?!
za0OlW-TJ|9lSE!w#fd*)p@h9%nY9f<d7Ng+8c3<ovkjudSv&}0S<BcR)P1U{NPXsU
z#%u?2ZGRSjOpLVJk&FaYP)tLDxYp(mxs5-=Lp7l*vqR=3%quD0GAdPjJm!8g*M4h}
zT^G#N_B6f=%F6`01i5noPj+Yz)-Vlmy6TC|U~bVCygzFiUfsdkm0G%p)i4$(Dt6)o
z2k4Kj+gBm721(~r+`#Owui9zfe*xJA*1aVAlJAQ@taRb2-s_Ny8{RyzDF(h8)<xn#
z8aKymd3?9sk(xKw@Wq?n7!tKrm-39`A}o$za+e4oM9+5v&YKGHJW@Hkbi<R9#iKAo
zpIuku<vVjKVei0tq9Jo|dK6BNw2K&>AUnxE3j?-3#BDMXKJiLsUS3JZ>n$EJ^3_Er
zM@s9ATnRdZ>?G76JN~&!&sN#W0Nl*Ki;Ed#el3W~4?)aFxG0z|p>uqN?@Df0q$a8A
zizgJ6yf{-cB%2LnDi3n?qhhP=ibki`=Lcr`?+)L-c<213yBAE(jYK(Na$0Wnb$xX4
zv&(mHEt=Mo<szV;C|0snUWUlJ0@j5FQ+o}tUiI{)@{jW!6$7>Q;Lm}mBS|aZ&Q$_K
zg0slX3d*Nt)(p;GN8(1+=Z_U{WOVMJ(n3Fw{&kJ>PqBfqTG|~7lK0TxFSquvjcXhn
z!Q}(l6?u3s5GyN8mzK9m+jR$=mn0R)M@H(Z-$Av!Qy~$Fbzt#8hvFYfUaSi2WY!I-
zn&#-OOWi<NbEjJ8$A2}|3D#P)N}*C5NTd!}GKFAwbV7O7aN<%CMI21)ipW-L;%TKC
zr9&c4>t7SRff~CzOO#V7zcw6H^Lo4+5_07D4VN6hQ&bUHSAQCsIl{r<^~<L~HA9U?
zs>X`uOW+G2t$eMJAk7QKJz$5vh8{Oy;^4HeA1p+%0jkry5Mw^bmdxhoi^%D;8&o_%
z_GqM#NR-oQA|H=~?BIJjovG$>rIY|VsQT3a<$-k)d9b*ka(1fmAp64b*axq?-hKUY
zz-5`fcWZv~L9<nj?(A5XmMo@KyUpY^Z`dv7<(cWQ*X`Ze4!RsspEv6D!~;I+@aaf6
z;`MMO846}&(Of(h5BNRX)<n>sj>Yn+bcqT)&Sbh2pUao?`4Yv1LLL$OdbLz76$+VD
zIv&j?<HcNti<NvXpG*}}EJZTBX1y(D7;?)Mlc~hEeRI{|^T$|W;tGVz8;%CF{Cp`^
z$ZF*F>lk#|{DE~lw79Z4yR<$wGrP25GVM55E%t?V>-4&PV%<Hp;h(ogW-P(6RmbwS
z&*}|Z>`wEJeaGv!y4)_We`(dQxVAC1X1X`Md~14T*yNhDL}s_5<3`V<!L_#SGwpcS
zEw*)&#o_YUoKCyL>#%ueN9PtMrbAwr$F<}3`5nH<jwf!mVT&72Wb@&8)a`R+vYAXe
zpGxFHfso(p<?ZAx^msgxNHiLar_z~tED;Qb{QiL3>2^6>J2uDCiec4c^Cj}>=3y}3
zv^kRxCXC%f3lmFQ>o&jH88X@Zrfs*`>NaorjhjB>cEIe2Y`SBc&ZyZMG+TU|7QcBr
zxUn5D*@Bz)$fhG=-10B1?<``kx9MFqyH+hu(~f`J6Sb4!?>&wj{>@zbtwnZ~Ws_)U
zR%IGpQ{z<r?i8IF#hS}Ok_Xmp5i;)7_?rFR_{!j->BjKPyBBVqxji(p>X_T2!_IA*
zn}NDa#(A>S7T=jWeK$s?1{RGEP+8tdYz3RN+P?<b1=gX{E8BO4>D*n1K)hEF-|~f=
z{R_r_&QMkP$TYE%VMoR%gB5qUrp;vniCrDO1VighuvkLo&`IR!zq1~|p1ZC=A7q!}
z57l^OL(?h9pUT-g$S#iag7PdQ;l>N5%gO=anx-qw6g+DHiuPpmV#<IRoe<{vjc40b
z?CJG)oIn8uykl~#OWR84Rt#RD|Ea`WxyFe0xU}FkzYY-j60!^2Kf3)FQu}zRo~+gU
z8Ptb7+X4Kbs>|Cef4=bMb8r9rxwn7z>sO!n)hj<bd*{8bkxL(4dFO>cJ^Sldo_g_}
z-+y}j<Nm3kEB9{AuCK)km0X<yAWH>AY*;NclBFiTDoo`|8&TX;;o*?EGtk#QNmP{=
zo;c!(s0$E}Cbr6^buXT+4!}jD4}*KPJs3gYzGNSvRAP8${L@RHeRk!-)Z#{=vA419
zbofK*QWd*8MdXt@26R3g`Z#}*r|V)h7wH#7(pAZnk^2BuC15V8+*uCN2hr1o;=n8N
z0@O=oFo9P~u@q!)>Df1#cSCued3I$DkG!G&lc|Tmf{@Qb)NhpJQSv|(xwS^OY{hTu
zBvhJ4Y9_jfT5kl&5y;XaNhj`gjjs(U<BOOW#3xz)orE0etfu6>Jq}H-5XOaiPvqTD
z2re8;1?y@V#(PCUgAYO=UhrM7RfKF=WF><cq7V@umGOn-PssFvA|#w}666T2X1ok?
z<bc#Ss)r)Ll7lF>-=MEfA{>wEYCHvbl5`UGd?HcJ=ISKT$MtqetEs@Bgs#$OGPQiZ
zRxIdhJjlLRuFMV&le6EseBN$Ze!y2^_<pTc2yJd!W@n8n^A_W>ZE4Z6vNkpJz+<&;
zt*vew*6b#O&A95Y7<@aM{+(^tra54@#k}sgpW?Zbi#r>JY$QZG9=Oj$DJewNi;S1j
z6b(|vRFW4~EtZ+!qw}7QCzH`whGk|J#4l0@C>65hVy;rmSIY$*wMwy3Em!HuTegg|
z3vN${6()+-(R4eSX$R7@<YZa?rJP-*?NXwT_>056(>E`5bzSeea^ceLTek=LAB+yq
z+_={J*2i6c_@MXIGsAD5pM3G7{^#Gl_1VqQ`(w*J0~5UiBeU}>OG}2CiG}l@UHSCW
zD?J0V7rMq@{P4yfKIwVs^U2rFP5$A-`>%f7{n_>58$IJU?+xC$*EcaSy|_3#Jux{m
zGC9>hJki%b*5BKG_tw>$w=dr4`Rww*2cO@))jKx5Y#5uJ?HTA>Tv=W>m{!+J3v&ze
z)6>ffi%Sbj-QB%Bz~uD8%DQE7#WXd$G&MOpHasypJl@~;;L??ww|fRwtxn1go4&-&
z+mr8qbmQF*ubjQwbGvV}Z)EDh#LVRE{OtVV#K_F(gQ@ZHxw*ylRfA<^)igJ~JUceO
zFtND2XjoWSTbN(t4_sa{(qrknKTM2`&I}F=4-5=WO---zvP|Z02D=~sEZ=5iU$$qK
zcO*2*gYPuo*BM@O#@2RHG|e$+vnI0B+uP$tOV`NA2bVs1|J>ORE?j@>lTTlM|D8{-
zb)D_%9b5C70{PkP@W9;W;M82#$gOwIeDLYTYiF;0diL6xk=b>tzh(9{Rve`@tYCcw
zgD<z?C$(n^9-dy2`hY_7%<(p(VO@~jm!l>x<T{@u@6hUw+wLVAG-%hj7?+3%I=jT9
zQ<(Gm2x#j|?0HGv>EJ-dKzUvbp}SIhusD!NawYdX7#7D%&Ui&?=E;^lj6r<Moo;P~
zineIknXEbERDS3UQR;6oap{Ufv}-xpCidLPJ(m)z@upcY)CADeO=pT(c;+_|vSZ*K
z?-<G71DSntb}IIwI;)!gex^dw^!KSy5hud+m_CTjD^vDb3s>92VK|~ZM*w<29}pKD
zS5p9V>ZMsP{rb)kmIu4hQY%uft~qU=-@b6><|hW{(w&hjzkcn<|MBa;|M?5wdG@t`
zefG8Q|Ms;X{`!^wc<P1k{pOV){O--4|KXiqz4n(sy#D^nPe1?knJX8!eUVh<5I<;4
z)+o!9A*QP$=L?HK@VbO(zewi+>#1^+5<vudUarPL01MpYMG9ZBqn0ndX<-Ca1xx`H
zv1%<=)5R(*xlFmTVzzENow;gh#kl<8C+|G{%O5=X<o7@R;G@-*#rOa6&e`+l>@GJG
z;xZtNYFwd7uP`j&E(7V1*>v`bRy<r{a1&d!2o`C`7vx&rSQ$xJ?u7;&0~CH~zOYi_
zkKzSm=f^k$qOa9h3aR-9Gene6nTSMY1TqrBU))hT9hhv&`~o}&R*8trgVeiB=%7M?
z7dE_2f0|$&RSje?C9DMDa3-t4bTuSZdI%CM26zE=#g-Jh1>=^I=4Z57XCp-SQ#b2n
zDZ-n~jFLQ^tPNEEMIT{3aMJr=#i9hm)ry5hlz_gJ0#p_+XfEXimDj6-9APCRI!J1y
z0`*auuY|23t0N)&Hw5AVeO5}sOJpcR#sHDy!zYn__>fFVB=eOdY_fbgTP&x_Ri-R6
zMLrbXD6ytRex^+78jFyv!=nSHfq2q(@STf|0?1DDU3J*=RD?TGAybw<dyZ?#>#K!4
z34S(_K!dK8E6jEGz5T+A7teiaUY_du@Gk>HU6pFav%0!5HMwP2acpkvtgYCL#`*D4
z`0Xz1rq^cmJ8XW(cF?^O4|-Ff0Q9+HDpAX4Dp_g>QSjZnV{H^5$i*^b@rgK*CnZlM
ztGR5gK+zyeCBIgxG|E-*9hP057Y4x(hFOD3eG`S2y}icnZYS7Bu!Yfni2W(EePMXS
z>kCpi(j^`6ogZcd?<d8V<4XktR*k^GAp!cSkRLdVp1#Yycg|kFf92+l&py9-_UzCd
zG<hD}xp3>XSI+(B_ve5A$E(l2aPgUEKmExs-g@h;3qAKH?%o=>cJbyw&%pfT+`ygt
zAHDs-J1@W6*EQVTHS)%rpZ(@{??3m)E5G{v=THCUgI_=Q-kWcI{`r|}m(O3jeC~43
ztvjOw_XoP}4&J^y($(8{?e?XQ&%F1>yDz`+=1YHg_xI1e_nTk6_2%mz-@4f|*gy37
zr=RxTz1w%M=fVBKvA)64-uvTy1Jgs4{H|R7^xW;Mw+6Zg2YVmf@9OKl+1+!ayZ_Gp
zn-^}J`O9Z#K015vZvXVm%D}+XpI-a)wHM!i<CPEId*{rjADzE&_R@_jH+s764)xw2
zxP7nZ`mOF8w+C4&42{f;j8F7G7`c1@!R?-<@#)2h>6zg%Vs2!7YH)bq&b{tyH}74$
z(Rb@k_qFS{E?yeAdk@yc<1zP}x%OL&?8}bqF|wzZchW06B=4Cudgb=qhQqhvNN>2C
zrf_A>YyG6}+`0SLuk>7a^P`{t{^e)hdH;it&;9xN*MIQB>(4#=#*=@(c=g)ogO9pz
zyz=4u@BaCZAD{o}JAe80<@0CGeEifqZ~xnsE1xeJ!q(uP(brt1+wL!|d9y~J=*;ts
zxW1b3d`HK|1E6P&T;-*MpVO+dY@yPrC{R7v43xGo{}umVh9XgzFH1zrI}#OptYVK>
z9V(bmb23mFt>N0~!s#QF7jG}ECYRc^#&&Hq*0Xg-s^~~oJv4Vxd#nxU)cbM=^c`%G
zB9wb~9JQRh8={NMX4ak1LeRvEw4AYhXM7)}1p)UoXkKC&a9Xy`o!&hO#A(HDUhB`R
zEf@U+C?nDFpkW8zotU|k2&*{Jy4Q;L@cncMGmyc(FGk1Ch6kYzP}-Zf8h`ip)8Bvk
zZ_nO({q+xi{hODc`0;PP`?F{N>4n$-_4W6D@$_@wed3wF|LJf3;n|n}{dccD@!MB^
z{)g9}{lhE2eBzn!zWDYZ2PRjXkqX0lP;Dd7>2Xi1SD2uQW#HW%rYj8^cIna)V>_vG
zIaR?U71B;k5MRvoaOa`9PrHF73T=XeXyK4QDq7lyQ9ynj&la{F+Z&rko7*|NviQ=Q
zum0uJ_m@_uuV4M-)fayH!Y{x3`=5X3m0$hjqc@*@`p19&<Nx^1(7<3?++Ny<3x#qO
zPjSzkqVSIPATzuQ1f|&CiX|%HWD^6pK)4!+RpaG-N2I_24j>pvR|1(zASK3ak<`9B
zTxX#bEwuxQax_+oBV?4Wf~UbG=@r9?hl~Z0jQi=37AcId5|AliRyE!zO9fd!c!D{~
z`=QJMZm^(sFb!9s9A+CY0<X+Eg>q$Ix{O&i?*ku}H(3c}Ys_v)u}Im!2GimN9LRQ%
zor-+~^jB6#%wtkeVgaBFII@aUWq-h03y^Bso@#=0WN&pAudDR3e=LWq@Lh64RkC1d
zBs>986jw)-IS~s9&6yNEG`YPPEs^pgeUBhBOR4=-?Jx%KB3FsQ<^p>Q<yf)KssO>0
z7^2P4!w^Y>^Ij;GBGC#TRiOY^9Ehhf555bs7isWl>@L&_j{=C-Y`R)jO7UFP%;Z4!
zIx~66?9$ENSAYNePcM98S)RWA?z=tX-PK0UF+009F={s(eA`=A!>VJ;xI8;<HLV9d
zj)>nA4f+z1U?LvQq!Q(Prdr6>U|*K<l|r_X&y=z$_l~ugNz%&Kkx3*{@mM+@<6?o*
zb2^nxCfH%7p0a!{o6clX)mo*s+i0}t#MgJ5^=7?R2kgtm3Il3on)S#-Kx-=`)?L%R
zJ)v+Qk)vKDrT8RkU1a6*?Ib^n3`?WBKc07n(&2QuR6oQi0EtN7md7%^x;eYDIlr_z
zHnuV{ytA^hv$95Ye*Es_z_rQ2>)6xv_goyf_!oL;U6w`D#_Z~N@8Im{=+^rB!sys|
z_x=8>Hw+Uq*16@GyZ5`#ULCmd;QGh6Zhd;|#wXXhFW#Q$9-JQ<oxVRXH#oF9F##`e
zWqf*tw0vN4=;pw!&u(A+@W#zEcdvikb?GnHuYGcTc5u>VvJTzuS{xmn85mfdm@>^S
z7$&ASCTBecvvqc<|H9R|o`Hq_2dkqKtE1ENed9}mlg9DI$$LYixB7Z7-s-z_XY6+0
z@Xh--KDmDL(`&aryWVy7diRB!eOGS}-Rv6ax;Nh4JJUZjcCTmX=A8$(yC!@47l+4|
zM<-?nhPc)=Gi#ZfUmc%V8Xj308(W{8T#-Msr}y%e<>B##fsxyvU%Y?q*7D@cH-p`e
zf0l18vM<>)1mF(B>Y6;`>V!h}uuvA0?G;b>+=ClW|LN(UzW9sxFTDHmJ3o8z^`~Ea
z?RU?=`s3%{_=jg-`rd1w{M!@H{jZ<C{4Y<u@;`s{+kbxUg`d3r!7qOJ<p1&6=Pz75
z`@8r5{KMDY`0=@`mrTx7s8mI?b}LvXPhYX8mhEwfc4mKdjY7Q?-m?;<^U}LNjqF0v
z7g#?=b^-SgiiHF|GDUz`2Lgsf2kygwa+x%oEZgEOZhDIt#<}8f@Z#I_hJr5hj@4jw
z1XC4%;?U~dcf@uh)%u*xwq{TJU~Ax26oRKAbM!8j1Zn#3MH>c%;k+YSfy==SoKYZN
zX5~<`cdEL*kn2>4!u)Yi|JSfi0bhrd@d=7`fW9>PMZRA1`A_f~q}G7`Rah5fXFc%6
zkO7lUTYo=X+S~AKzkTM#??3h5fBW+HfAY(Jdj9oaJo(&zJn_swJon0XfBF2s{POqz
z{-dY<@rO_SU(Y=My{Df0-Vc8MogY5=uTTB<$N&C||MTfTKJnhU%S%>R3AN;IIbJJ(
zajvK{-zX&uB(0TLu7*-BV9HDlDy&H3LiuBI2hc}##}loknVze+GmU*;8j*j*vf7Li
zP;w#3MecIT?K^+%>g#X3c;<uG-+Jx0Kls<b`@z5c-J35x{lYW<`pggh_IE$|A1^)i
zKY#nve}3-CfBw^}Pd)jQe?4>NoXr_Y6!}D|@fwtyJy*CK5fBIITCvi;4+3!WXgiXz
zGaj2lM5ydaR>EaSJFQS2Vq_svZRDG<_eJD0oZ=PMSx_;R;EfhSaE1Y57BD&S;iab&
zNYJSPe-R(92ea^hB&44Ljwh+NQzY5<#u=jAjYfB4u~sUzmrA#iiF!O%iA5{9>|U*M
zkf^qyTR`>*C8RY^@=hY}ij}1Hl0V=hrhtG(2ctbo3lV`MN=AGK0Ca(MHKZxXF1Ei?
z!;vbDA}h*>1b_8$$VC!-f4qW`jXp?fPp=_WVvu=XdwU^`qT__Sr3eGm@Ws?vO<R!B
zgY0-CLUoXWfU1N*F)atEB$W1JrFNpsqV6aydAf9wvK87WhpdQvsX`POthQ=}Mm1I>
z`v%Gh%I_rXI)#^<U65U{`*fTjd!tZnl$m-%WUWXGdlzZ5RDR`l-&=ot>C(-M?#=aq
zGiQe81`#~AO--$g4%;@?JX;nrcdKz_c5D!Cywzl|nu!g&)#BW-()Xo_9Q3$?UKed(
zuXBg)vd_7*zBJGASTK-?gp<)oA`*#*Lqswb1>aM#C<oKz@~I?<9}4<|H01&PV!l{n
z;X*oJtg=d>wvf-2a#<b4Y&H{$I44(@NAJgCo_LOxFw355EE)Is{2pJ{>GaziUh}qn
zYH@jDe!=eb?Y0jY>XbP$rpB4=#M%%|!2P{;z1nWpkpaT^unjS;c63-jg!X#WIIK|Q
zV*0(Yi!cG>g!>5a;?h?tA5<Vc6wqEo2?EV%bSv8B!)g-te7%|~Gh~9k1LBOkI1`kS
zHZG~V)Q{?7A>S%A%gIVPQK@HIwREcxD;H?Ip^(*V<zvx$KG(?ScF_++TMh<7Hit`7
zySZ0K&O1-xhH2PLBVVL;gJC4nnU#1J&%%5tQ3xk%OtvKQxllG6N~=g@X;Xxvxo{*G
z3Fjk`Oemc21)^?m%<WD3gV}I2ABm-dp_s>)35L>qKwfXm<B5B@)*ttJ0ydk&WJ-8^
z3Afi_G`Y8|@j&45nETCK`>jRxMO$idhiqLq?bP8#JzfP$@@uvPsq|*BxUgfrHg@F?
zAN~4Yp8ThG&%E*R#n=A)$t$nC_590kKl#qb-+$)0|MBkG@BHj{|Lv)l|K^u({kJEd
z|A%Lu{n5+s{`@Du`I|TX^u$MhdGhTyzw^5n{`Q5}e)`$9O9OMG59SOZQ8qq8AAZ#l
zHTn}<k?OLmtXt}I)xR2|b1Oq|oe?}n;XwK0U_Y;8Gf+4k)<AA2khLN>9Nb@W)Ye=u
z081Ng&-mh4ci-oCuRs6cyH9=i?pw1{7N@K34jocpw?qS<^nU*CnY+$#A(%e01;NKE
z+B@b@emjvf$C8#%(iX`%qS6I$gem?v(LCG<0(_L{ah^TJzGEM(S3&il)8aqr^((e#
zCyN(zSk;s#k2?lyZ9jLCq@U~nC_04Fe*)!S+yNuZ?$E&WgZDmr=@-xa(=)&OmuFvm
z;<-Qm>{rh}@!OYw@cbM9_OoCA<126f@>jqA;V+*3-m@?M@R{en|AU|X^MCy0yFdNa
z_rLq&e|-MUKinA}y*s`zv0?R>O8!!D%wW89@1v!yk@<~@Rm(;&k&WkziyIpo+g=oC
zGsOc8({a`l(s&X0tH#Q^p<>CGP1~cXaG_e*KMLgc)}1kLy6On0R=2Dlo&WqdzxvUu
zzx?Mv{^EbW_=|u1-B14R<!8S0+OPlDt55&^o4@?~_n-gXE6@G=Prm;*PyYDt-hc1a
zv59GaEE_A)&B;Y-pvkT)RHiUa9cCw(_2ZD$JPI`r<8<ol?Lh6oU){H-5ywCY{xDqG
zjn(#zuHfv7)#Z&bWJl!z5h31i%Hw6U_-eF2>Y;oiOv$~l&x4EFRix~TF;QFc#Y@rR
zA!QsGnABKUqA0Si(0XGPW`wJmG9G!11lAITQXr9X1R|TxfHRP?A<B`UV{(uw9Oa5f
z`T9|`xaSOJy`el`EoZa@w<->O8keFtGrUdKc!6R&SlFkmqyum#Wd_i7u#b-7iBX-V
zScBL4h#rmxukp5H@|U4tj<fF$mGH#TIIdg0`i>`e*CcKF3oOZCbaPAY$hA}+&^-`x
zMQuM)+NaXxNih1spL`U}9)$}>@%&Lx#+FO*N-ftyiD<8!uGgZqYDT*18rg*vpUz0m
z4pTjwl}`FskX?g&Ehou)DVwRMGWitG*{nqpb64-a`G*&;bzKcRH^(ks99<gWdA24d
z*2YJjo2HOs$Gfu?a@)2H%K?Wi6$xhI5%^xD=k;>2RjW3urTqqOurjE12noDVBZaqF
zO!1H(fZlI5(AEb`mEis^LTVCdtP!HTgSc9=kk6Ki!azr(MMl65MQl~JI*@HqcRy&g
z8UWhLhTSk#ZzP!SkHj+8P0Q-?*vL@VVE^FIVBhfYK>uLxWy<JxuW#*`j~+5prUD&5
z85oCi&eR!Ffwe+0L(O0OStQVn(SaZO?!$w|L#E8yjfV$Ko|-xO!&Xa4z#g&^c-Y!|
zxXbI833NTJ#<D@}Fuca-nsD47@@_Dr$jSjTMR`t9rjgsozAQ6fzN^0uUq+c?Lpk>0
z!2z!k52D>&r04ed1m*5%527f0u!q8pJUGwJ1GZY?=BPa#<r%q3Jw8M65?r<SaIg7r
zxA720y{OHL0fB_5*q#o}z5mL#&9lg-qnP=!{bsQH@z3(DMfQbl{Mu4dhu6sNRK76c
z`<64h%1F;mZCHku2K(o(e0cT6AN}e(&%gHc>+e1H{wIHW_x(S=^2T$ozWt*=zVg#|
zKK!?z|MKsC{+s{){Qu3~TQ@hBXW613=6!&B<K1{OJ>6ZLX|~W}*_K&G*^<S~Y|A9c
zjA=|xCpyi{%xoECW=dz~ynUoBPfg#RihKLL=%_z##f}rdbB@r?^7`$)*Ir9QO%=q2
zMTMtILK69egk+jrMlu-i24k2~$K)yz?v~78di5UIEmw2vw<F7YJ@e~*%Ljn$ki7qG
zz;wJPymRz0O8-9x4B`zg{2Ja&|JUQlqI-N{yB~~Y=dU~FZU)zG$6W_418qeWI-QoL
zk@&FUz7w%&d6^llAN%GPw|hs1ZKc{&6*-y5Z|xbKT|J(6-Og@)o^X8{-MkuHKN{TJ
zA6h>ib6reqT#kW=@d~&VT#c@rfs4VU>uPHA^0&%$zeRb#ccAAXE^_zb5vK)GAEfZW
zqK5%|BxQqHd%$Qgso6!S^#JaWnEzMtcahz@G1xr4Ti)G!`tC_WIz53+NJu3zVzALn
z5?c@>RL8QV<U}r6Y2>hYk%=5y0*4ZtOpJ~vC9=YJ;>d(}9zKLAQcL+7uCuasX!@vS
zV7~Nuaf*<rw1ldx(T-AMa~Bj4TkU1qvRWr1xpf00S1?Ep^Xy*_KxgChwtI4>cY0>~
z^z>avM}1@C#M090&ffg`=GMVs_h5f_AIvj7&9w+5F}{*$e^WX&QygjF(lf*iBab3a
zLWvUsQ(}B0X+OqAqvZ1R_U<nC>Fw_2*UgLDf#rP|sM$FAyaF<t7oWC{finsFx1E>m
z{W&#HhCmYR^3x{J>2JRP!c0xC!o*Pf(6~ZvNr>fTnu`a97C{(f@BFS~VCL!Tj;4;`
z1>ioPLT%xEe(P)<_+U_WK<ETej)rbK<gk}Oum^E(NQ#%YplE*uk6AnT1izZewd3B^
zoxU}9>+DMF+*0fO^1G?|7emv<AG*t12A_?tx6kcQ!<feM!O+CowCl(PRDm;O^l#@B
zWQ(9FaK7$3bFE))x~^S2P}sjgR760z$YWpxnY$;D({F)*I0%z^yovwz2t-GOm;u{A
z&_6^}8UU%G>JAbmhsf7K^8H^&DiGo&VsnfTGCduCARd4oBQhE4Ish^x(7E9j@)H2A
z!YYWP?g4}1asyZmVB~lG@9y)jt9y4#dyo!7!5JwjY{GmcGEIMbv~zd?y5xJ1vm?lk
zOttSqgBwZV|1+{5T^u3dMR`DWh^wRH3rL4S=w=V;ykCF$bm`jZsHit8lvNFttJA};
zoQ}r!SAgte@86HKHm}W3@2#zDEY8l34GwfR&rgg(58buA00nu7m4&(0#RZsy+ge-M
z*;w0gL3+N5EH>6Ah6i8+un+Sed%J+|pgaQs+W?TAxdnp)IC|pd@&XF-8>>**-+-Dt
zoB_UHdv3v&00|JQ@jU+K;vAlSw6!z&zN7th{pGnEbo<&`I;%<xpVm4bm1I^G7nV43
z%Zi*OMNV6mxwJfga%LDN%)WfNxVbz8xV*jwLB3N6sP?;D>q|=uC$KXCIk(H>(^EGz
zyUxybFE0;nu8*$3$?*K(`ug|=rtgraz;qt$S5DwFdj)?yI)mVv2c$mOy1;iihe^F_
z=q4aX*e+dug0};Qr3-M=gKq?rec*V10w4eK;^ge~5Ed}pcX1AlhW*>?^V^#XuoHwg
zxVSunr@;@wy}jAj)w#E`eG8Tjx7UbS)5RHVnQlN|=Nu#ik8dwdZ(%kN)@Lwmcyx(~
z3c_2%m9v|R)0<0}96Y|cIJ&+#0!gBCPn;d!*FccLgj1vs0wl)$ixa2;fi%zw#N{b0
zz$fSgzSq_H@$Ka)yyNA`|Iv;Az0rWy@ht%NjtM~a-TR!~Q;mnh_*Ku`=JWPfMGdBc
zYH4OZTcnDR>5@2-SdJiGC}B%vEWU^?7BQttJS&xynodsRg-69ilPFO2#n9pcLm7m0
zHd(Ep$RuR0keV(FOXL&jQK2#MGQ0Ebz^Hp>{iJtxy<=vp14L_QcmE@1c0v8-K0xFa
zrs==Mj2lkxqknGKBa{at@P8XabK8S6>s^yuy^9xptDnX;uSS<w-nP~|oM~D$&Zr~H
zC1{P3%x8yK^l1$>S&u4pQaQnBrN}hN1*Nw77mwTeMkiMe7oiNhf7ic!Hn?#<;<_E%
zyc^s2G`@Z_wRt<UeLK2wKCpT;=sFz(8zZkQt%q9w4cYI9;$iWdj2^Hap#dQCcUK6G
zLly~{yQe1a#dieRkyb3U;C~apX7mVxBgDM_i2E8oETF}_vb+1b^%YMZpOj8bU{NAt
z2?%gY;`qwQbOnW{h~&wbG0CJ9E<GWQz)Z#_r%@!bC|hQ1Dl;LR5}L*)@x&oHcJ*6e
z=`=nw<S@As97pmnRrEk0r)E2)m5&W(N0dH0uA;tZc(QYFqHkhhaT7+uFF(7_FYM(N
z*@dOkORkdgB9S<`urRZ}uB4`_pti~>OplZD<214)Ifp8UdLW4Mktd)tM3KrAlA1$P
zb7|5vf-nWmO9@O%43-L_k`lwqDoYk!;BN6{@A~uF@y*=s>CFD=EC_d;-?nrPNqCwJ
zP4+<7cx`=SZ|}tT($?(G!N}NLRZfLGS=`w*;4COli(<tRnc1e|iOG%QtFJK7muV{|
z5u+25gypp_CzoLm`WBEKD)6qu+hw5JZGsg$k|2ZJ<%$cm$?jk>Zf)yiVQt^Fe+E_k
z@%gO}9b?Vo`)@~f>N*zcIu{yxmg{;}>-)CKTG#4&_lmlf>iZUZXEq1Mm!3EEJnx%o
zS#o!+><q2I$2(p{#0Q`cd$+Z7yRmV(0$KLPA<POPKJvdp`LEy(oq7b^0gg93V^jB~
zb<YBZqY*W7WO#E6QC<RQ27m@=_7XMW6a*OI>p%tI{smzHFX)-M_}1<LVj-|hy|o~C
z5m*2RY-1Zd>p{~GG;>bZ-8(Dp&1Lu2yvsGZFxNlZwRy1R2F@N#d~Ct~=MGr(r~B@!
z-PQB`J!rB6ltYFNC0x*`fi-dpYapi`euMRUaQ}wvhetq+hqV0)D0;slduL^XS*fah
zR<pG@`8q!z8nGwm?w)7QT3<XJ>TVzJ?H=xKpBn1zYipVt8{Sx$1r55DxoN1qFV0LY
zPESK_j>OvX=ISzNz(W5WFnwlx<ODeHAWXNm3N3Xgr$b#GnRGh_7y?N;01=2&IKmLz
z%EH1X6zyFb$YVT+11<ZD<HK)p^6TRG(7m$WQTwj3rt;!+AGQ_w*(FxBwyq?*y3kf#
zR9cx|Snez+ayT<A=JK+Vxw&c3X#IM3^#uZPLA|@ZzVgJ4dut0!V8NdcE`r?K-Q6V;
zpAZkV&v#c~#d3QCry%7DdcTN~FDx!D&cKBC)6F&T_#mhLbaVL`q^CYZodI6_=JV(4
zPoFM9Q|{9zaA$+<1W3PwMbO2k+Y3bg{qE}S?g9cHe|2>PM8LaG-dpf=$j9MBA#?pO
z;}5IPw>L1HIM~q%E&yLZb`YEct}bsb&+l$8?`|((C-4bg))TP42JpRt$$QURgE1T|
zZqDI47`TIA-SyS+9b5!DB5)C}&cDSqya*E4u<JlJ9`Hzb3hXX^4dm`Q^2y=rT%SSw
zem4Ejx%-FB*;~i9TD@tz7u+FpM`E{ka<_N>{Nvbo^}E9C(lkp>ti6Dfk)4!j=ZG{+
zW-2Z<oup95N)=>w8c85|D3gck%?WATPzr^J$I)<PTxddY2+b!loSw`iCnfpCCHY4u
zQX-S^L^>XYrn1?_SB)c63#Y^Lhg~x}ZPVM`GrJ&L=M7l@Ho!5~<4S`Z?=juG0A;)Z
z#1a1QME~qg-}GkB%+AQ#Ddc+HQ?pIoZ)+PY_S_hwj=&cZ<SLTcN|VcjlybDq9F}Vh
z*DHcDjTo(#Dp%5t=G4NntQYU!^i9q$Y=hnK?Zn3I6v!m59uF_<O)MYIZz7Vm)9&-}
zo%4as(^15r5Sf_!Ev9=5^52B)?r+@}>H*xL&I#0dgi(JEfsD)TT!IxWT!irAI~@O`
z@b1azk-YvlrTcFRIs1r04#fQS@yGtYoRS>AGC4Ylz)YdWvqDqS8S!c4_;egkMHOpf
z<5MYNv8Z%$s6b8=$S5*3!(fWe%AguG)Jzit7EVWaSxHi5C9kxCZOx);^kkvjPoxMC
zEAbjLBQrn7kVh07up&)_EniSrY3&~Ag|^<(&i?59bW~ytGa+fPf3mVPkDWr0^23#a
z2x%%^&5K}CA0#vUxbYZqGFF|2*Kx>-l#mQ@j4YWXN+d|qC^8;R$i^o{{~+d&Wc(Or
zG&wmr%9^RGtgC$7_zG0%_OEW1PtI1)E=T5;omqv^fiyNQs$7>>Y<6VHGxBnZ^9n1B
zQlkJD%SJJ{$vllzYfKWS5)w6hYbU54gT>z7Wr?#|m?D$$b@h+m&96hH_%nbVxVNvk
z0oI{bbG!sL?vT|Yxh*2sv$AzEzkV<_x3TEjha!CM$lS-yk<PK5rh)aBU30H`7GLx%
z*0#;nb}ZL)tUu}Bvv;nRcFp%JxF=TJ&pXG8+ov3T%lTciW$k0n`sbP_xB8Y(r`&hT
zM_<-}rU+_;ZeR}VLyHnn*jtT<g?EkYF%V>jUOAW%BNp>O_=f@laQP6sc`xq{Box5;
z2p+I|15*-9+n2K--MI<;0T5e&UkY&i5E})c1ukx1EN%mb-+RTw;zLS9$Tx*s@c50x
zJD@&pAA*DYmmQ$@Z>&$w^mp|(wzM~VY=8W|^>JfU#jED5&fdqv!~N^)N3I>1CinuD
zyJv^n7w$Pgb}y7est(}pP1xZIatcRJwtj!SPurmyj|kAY!THR+4|Mvw>kHR5lC#Sd
zmGu?NlS9vQb6W<RFRl(Jo0>-3TA=*C0SG=ZIzKiv(%rT)J+Tekx#h*})#d%I4XDY(
zO9B2~dPdSNkzDWO>ip#5^cb4#mnTQt8%UGgo3=yp2snOyaqh|1k*xL(Q1a#)u0Ssy
zn*IknJ6?;r^CN)u|3G%g8R4b8vA4F_`=qny-TSNavnRE$6?{X6(oj>7TbZ9#kzZO}
zP+s9EDYh5cEVf5gHOtGZfZKq~o?16F0>GXJ@!Y+=xZd5^LKK#vq7JodC_8&>^`PPn
zsWX(nK_U*I8yX9U6AzfOTwTD)<t6mv!KfF^dI85l;2+=~#Aj|k!It3j)n^bCyt@MB
znL7{<z6Hd;0YLX+CBVIBw*YVtI1Uhe3iuAY0(by8{J@q2j*#8M!$6J(_7q?x2=vJ5
z!C|mi{`VV@F}nWj`9UEM@Vq8`Oz#?w@D`q(0}Kva!(IZ`5Z>#acR%-@-hl0-r#Nu`
zMDJz*9`l=9-}V5o&46cl-vzb}pmY1r!S3IGmp?ADk8dLdc_engvaJ*F-4i`<oIh;n
zcx$hhTAdLYnURJ0>Df7PrmPr|E+S2YXY+AF2}Py|N$23j%AXWklHMAb$j0OFey9Mn
zUjUjVreY|6!J%p46k2jhP$D~+%AnxsSaMiMSVU+%GtKFE*4?u+K7R#bcb&8Ah)S(D
zkZc`6_IsfJEwcAP{{Gtl!Q1=zwOsE7dPEj)4jS}(<Lf)^!-G%WRF_uja<UULO;n44
zB9Vuyb)k9_S*ycHCB8C|zePtV$PTp`&}zBAToRzuk`2ZfTdug~NqI+q|Dx*z<mTqq
zmV1Z0TRT4X^mLAnPfW}#&Ti~4?B9%UUyl7c1%E#Xf3Hjn3oq#3AHUu5a_u~rK8+kN
zU>tr9fd1FHc%(}2iF=5@Um(c-E4U*Sd+3n<itMWg=N||94R%YiFfN`QmMVxz<S^2u
zG4bid=+uBzDV`&vN5rE;WBk)aB(*WzU=1@`!z`H$i-l~m`W6)6s>&j(N@Gfksl_GO
z;xeM$9%izHC^cw}o@mOTn`~5#HAG>;i8LYUQbMW_FVQ4_>}rON^X%&S<ieOl&Weko
zJSr?I%2g}GG%1fLV-xtyAUP{U7?0w`1*Jv$^5Oz?d~${?LX}F=vgx9De0nUJ6OZPx
z@cdLPC&5R`ro=O_RGbf;=o=r4XQzgVMXa~4UmWfnw08E)u5NU7^%*$Q=syQ?e<3P~
zu_AgLj}%v$SDKes$fn10ejthi!ec3s4r^`>OU}VClc=1M!pAWB4KlOc?|YkTKREUI
zjZa$^mi87`k5;#kA+inV+8<qRonAw)ckBGK>+H+g+2?663)sG#*nkNR_x#q;#^J^A
z?8fw(yKiCl!|+nm_-fnS_WP;Ly59M+wwdzI<>Iy_Yx}07eYG3>s&>xndzN+Y7evi2
zb=#(;b;b66*7kNf_v2zo@8-*e(}9C8i|1d#WgBEUS2hlS3*ZIx|3LN~7=8!(+znD2
zM}z_YCeGkGjM}Y$VKGbrcmmdIVC8uLgm&;G0=+Mw?LiX(hAE)M1B{MyI4;2q{x0-@
zU=$SE5H}k~pJ1`Nf4y_|1?nSP2NxhkGBh;M*jQ0tXRfPJK5bAveXOl{q$(>DKB`SC
zFXJ`TWR8vWEUm4%!L#-D>ilT$#I=mjt~^Ql-y9*4zX$aD#kr>@4{7^_r_X)@`Toux
zAp0c%$<9G<&2z}v%W6w!hkKr6XAjKwfp*bcd;4g6%hJ@?`rPy!;_%Yb-`X@gJP32^
z$kZE5uP-fZudTQ@Hh=?vw6}A#?}j);7Q3(j9vw8|fk6lKIH1XS6ZZR@9Uva4?@)k-
zk~J{i*OnF!wzu8u>(EnxfZ@1f_x8!|_Q~E3jL|`j0v5-+aB*vUab=`&V6wY+Yi-@6
z$riFydB*Ij{M^#~oU+1-3VUg3ZgH`_*k;YCt$n=V+6F1to9kP|TL<w<y8){_5c36O
z-&x-RVPB->{Rx`*h+7MYzaiTI@a#dHTfTk<D_$Vi-9bhV#r2Dun`@}&BUUZny54Xd
zu>ayKw6r0&{R}7%i9Z7FkbomcPZsY%TLfwmWWT!xR@|4*0KT9o3y6&P{vu6uXvae%
z`x-7nZ2>+Zyv+3xe9?(X#75}y>htC07ohxsS36Qh0QtUi*bKlLwk+WB3i&uJKHpwJ
zZjJ=(mypHvX9(DVfKjt2)A#21u>SlB0v-T6D^KG8YyJ*E?|C|WD)^<G!4o|_e<ag~
zeZ}u%?my@59~Rl$CJ<x?C)T#HEr@ooWQF4V_)hn@yJcpx;B|?{$uMN$^RlDuwxsN=
zNRbl7RS|_sIxCGB$3*i51hI%ARX<c2DN-E_QUzgfKDfX@G8r#7#)O3a927u`2#rkV
z(bFaL*c2w25rZZMF_Y*FMyOPj_2TKw@c2#d<leyYI#|VZPI_VrMCo_BJaY8jf_%?3
zjMeY-Ld^U&?rZXp$RhzlxX@Mi^y0yDcE1lM=@u`Bm-j~&=3c(5b~uG5BSWjeYh`Go
zilEan)GD%6ic!k(d~Ps@6`+z6^X;()Jz6XEv+6Ke7NTB@Q>)2FQ=%<L)!o+%-Qvmd
z#@Ek{RfXcZ65X4}CC#s2jg8Gg_j7*hZgK<u`2Uv$`Fl+Nw(uIoB0MVq{Zkmzo7uiV
zlJvcsMc{1j-GJ^5r10NL^nVxMJp%aNT;5xj_ZH*<-`$sA#@E*zwWaaASe}xVE=ytw
zVp1g$DH3Xu2%9JjPT=C0sUa~*!71rMS_{>hLo-<M1`A1J4A)qKbtYeXZm2Ui!jVU^
zJ5aW4baqZeW)|9Fp=q@=a|Yd*86r@?t^hC7#42>rX#z4|mi(@zd2!wSwz;LH<3&Ze
zM!+H}SP@1=oL0q9OK3)UxSWlbCgU{e6iEu69TUKg@sp>bO+uP19?fO=3ZjC9OjLSY
zAUob)kcyJBF`QUTi0@xQeE-Ud#!5Jp^dxK=lOSa?-xOBs`Lc$}Y8c4XMzfOt0DVA$
zzvQQUNRkCpqkjox1yCQC)Rq-j^5_Y&pJ_55x+polqM+0mmB#XqOdzn#dT0OW{Os)N
ztMX?J85No&MOkij>&MaNmWlbLBhMuJ?e4|h-u2za>E-nHVb9`D<HSZo-$vW=#p}_n
z=e<ik3%fJ!^PZXQv5mvJft{?^6ONX}^1<EWfn96!s<LrG{oci?n_)j)(Y#oAH?h~Z
zbej2MhEXy~Yj7pMKjFS{^PjDx)y^=h#$q0gq`jER=vsR=vo*W{RJW6@-7~L{ATq-a
zi9F%}2z7hJ9|T4ZHbFxGr1C)y7c_6rZlNgvYp+Vrtm|+E=>3NP;sEi;0tkn5n}^-w
zOUURSjL*ZX?IXwzYb0TZZac^h9KjWU__H05`oH=zzjX|!+h;)1IGbEt?jLM<^2F)1
za|-g}DvRPCSEf9zO0OwlmpYOvN|+^%*s_A;x34qbHJ1)gwVy!$_w@2`#Y3O-BD>e6
z{pbiu*gaS70sX?`-0D4rwEYap=t12W0_N%uAV&snJXrb-J$Y@_XiKV#C;HkS+ia6-
z6W5=PXIoo=K{wLVIW^EX*x5GJ-qP`|5i0Wl?vsQ4VA-}fHL*H7vpPQqMR;hn?`*7s
z_N?~^)%dB=A;{=maBF=HrrVIlu7~LE1$RV>_6+*YCoszf{oloz8Q3AXmX-j~Aa>W+
z_FQWRo9jp0pr8w*`Yu@SLI;0!X?1dD=vB{Pb93vvw-T;O%vR?ZZ3Q`&0;jFCw5l|>
zs5qyv$X=9TvDMVpZ-Ox!ATBuSARfBcU%%c!b`0tH_0^4QebWQwfawr$7b&0LAs`EE
zI-~{<3xKvSKwSg$y#ruHvUNBD(8F!u-FYw>{9GW72UtfOUJzvebouowyd7f7_U~Vy
zR`3ZFWC5>%CWv4q>?@ER19A#PIXEDg3~Iv2d%?vE7~6-Jg@XV7_SVwOG?KsHcrY5C
z1>upEzXYy6z&x@mfR};~1y4lSiBN9vn&!a90LljNwSj;K@%aWw|FAc>{0eFKCtx#P
z!j(I)g#~1XGClzJH5d|H0jUrI(sQWdK)_zY^IUk@8>k`tbFlmO-{lXB?5*Q&sK!IL
z9m?`8qnj-wn=Qit@jKm<yKhG3?N1Ao*>s&HI4>*0qz%i?iR39z92FrUjYOkj=wvh}
zjV=+z3Y9^o9Hv+o8Xg~n!}&2tIH52?rjH@ef^k@4VnSRRFEUxcNR@G;6QvLRexgJK
zpwRxTL{&xE;Jc4IuRhKUu57{tT*ri~ePXkHauYP`I(`LuK>2QniS6#moz7`@+l;#%
z@s{1`pWf*M-&ka^I{@0YQ#+8V56<mF^v~=LKq9|z(!X*ww&L#SZ>f5u$+CrM6v1*)
zkW!42i37P@e?BjOmmZ{$(uBYsPr-<Uc)gJ<lKzryz&os@95ddmMeCGk0XHBv`ax-t
zslVrA=Lbz~VOW+5ZIhErGuYJ*eaoAdvy<?L<alNcA;Wus`)pws%IskBem=Q*4z7iO
z_|p)sa|o!_Pj7kx7RYtD2xa`!ncd5!qfaoEKQzBPu?ocU>&Yz`IfRk?^EnW`LBJi+
zpNFGYjvf;B1%$H=Zc2##4b0GidM*6vhCj>T4beI=o>yI*B1z&Yl9RX*TzMQL8O7vd
zIVwt`5Sz%wab=-=8HFoG88azn8&RnXRA{jxZKTb?5{S_fDHc-rY<rYikLU9JOvW&$
zGbG;;rBM-ON(^7-7svV`iH%bmQq_h;p*YTxW9S?j?C2X53DbFLbfb!)VB-~WI0cI=
zVH2fXqFxa$O~Y{*zVd_+NkWJ?g(OJA@R>d;HclAhmrVYSAL%Dc#7L4+;*?++2c4ea
z7l!|<-*^8#9PcY<M;JuW;-nB3BZwV=Pko3@2_o?65sHXdEtz3JQO&_rSr9SF4;B3v
zzx41pc3e^#E>z<mrU?uaM8xaU#d2a)sxMv5loe(aXP9#GZTW0!9Qj{-;{!vrsmg+k
z(icx4a|c`duh4Lx-MQ*rJbBW)n)_-<{-`ZF>upLwyY1bow5&@}+*I8*{b6FO=*3{c
z)0wp5IfA}B);ShmwiHpkOwV7yJ2v8K4^Ub2n5@w-M{j=X`m4eH^!(nxYCirodm3Bn
z^2-~gmCnZ2tdc5b0t*NIayl^C@0q0^bDG9F7Tk*mC(DO>OMCl^oBQ)?`*W*%Gpjq(
z>)W$i?gjV$ylZcH=U{E`XmxjQ#qD0%-Cx~5THZfd*ga|)neCZfn%vwPSzGOyn}>DB
z#Qfv;oz{ZNmu*8mlWT*sn?v(kLklqN;u>6VO+#^D8~%-*PH*i`Y`9krPnY)(dnOl#
zW>;s{+#mt^`u&^gM;T?M(u%UQnsR1!5u?f({>T|!SCUd+#;GVwcwEVT@+h^onw60q
zS@Se=%e?~m-{H#1#XeGaM-p}qvcvHn*^xDb2iB3Jw=(a+eHe&4MauOD7a&o)xe3MJ
zFDDm+^^F##s<^Unq^qSSBV%r3=KAh*p}Tvq>BHnuAEf8NkRR{s?rZ%B**e0YTUyv!
zT|R*B`7X%Vx=;3jBX<DAEyx@J9RL@gI1fW`hr2Mkz5_aP&?AQ4F$9uP-T-S4$(;e_
zppgv$on=6OX!`GOZNWzcD>{#i9-_koaeaJraR}r6n}^#QdmC$OQ*)zl`x=VNoY~nD
zzCy}X8|B(egDN-2TwGdK<|rz46csxPEk<)yb+v0}8!5FT<!;EyVfqaMQD(oox?Wq|
zfMGaD-vLv<!c-h!E7Cd#ZFZo7gJUj|bVH9GKpF7eBiIi3iKOk&Y6oNoY=s^@T!8HX
zJixOb02>#i{0`58iZ|G~e7(E=3OP9J2X2w30|JrX>H}c24gv3o;5i&&D*;;$=%K?8
z?i%TdUqO{)ZE*p9V#s^JE!cK=-UVs~R~Hw^y91y@J;8(Qkj=xk0yz0!;qd_LUSDAk
zxC6f5AxZb;SC|5TF9ltAXsJVM{sP#5z`;9(yMXmj&_KfT>+?Pm%!7e@kC+vK6XE|s
zcKE09Uq{pM-bcXnNmtv{X7l*=yTR?(z1vMAyFK$KFMB6y-n=WS)aE)uZCO;Q7R%KJ
z35|*I5+auDiw^XU4a18$beWVa(NV<4(1dg}CG1B$`g;Z;NG6HoiX*=J>E9?cQc_w(
zB0r3tO7{;7{mW0Gq`=^iSbRV*PQuG`mUe3MUZ}O@uSd4}=b+WT(J{H+KE2UC1E0qQ
zwy+)Ju3j*RpWf{mb$5^MHP0TsT0U-E02|r8@u}VZNmt*5Yjk#he15-YbbWm3U~FM;
zY+<*5YGVNA=@$0})=wr^7HTUqOY9Mqr5KI+fl!E7s%a99Uz!|%jLPPsWfBr6#h(@b
zy-MnzWy2}t-xuYQa!tfcH3Y>Z$I3WAi&#J88N=#}1=S@X&#LKVxuJP_dZj(FBs;pw
z!D_6^>VNZYc7Ahq_X-B<CfE0NFE5t%Po}nyCw4AIwk|<eXJPSRW&I572w|dX0UGo$
zS-*NTvvjbqe7v-A1J*g?2d8V-cTbx7Ew<WcFZ;Gm?}l9aK(qtFJ(!e-iTF9F47hKn
zH!qhCzs&94f=CG17SC?%F7KUz@65Cd)UH0ejzKGL2_!D$*@iR)JCPfiz#_8PA<69E
z7?y859~H+7VI+nm^GInzlsTL3EQ)p%L~9Ksp%^1pQY0pZ*_Id=`*U)duh58><PgOf
zA<$<rC}~a`Ip2ZP7<{<Wz-U$=CFX}@;X{puD3lT<=_#+9->jajd~B)ZP<^?$AGwSG
z3olw1N>E@>QW8oUk5vmv>NK2&5u_oZ#Ka(81TH-xI6e7+jE@zhqJ==)hz*FNeb0*g
zS;|5w*cdJ=7>oHIfBN(P6@q_|97X3aLYX)e-RJv6VxTQN-b@Tv_@R})fmS@h5f+|7
zp{UR}1DVeE4NUp@ArFOBQ^U-(NE<0i{C%L}0ak~iiu^;eV_D?_MY10{9Y;|`Fp~nX
z8U|BB2s0&cK)YjW2L{vcW=?OP3><1|R_GanKE|$q+#y2N0L?MN$Qq9_^hyglpAF5w
zo>=6X-bxIc9NRF{Hf?|7;#8~!Yew+;0Uz_8>g8^XbB35T`D0EyuW6y7cVAjC_(M*&
zPu?7}VB;5OKfP*-S-TWiI`+UZ99pmtSF(t4bO$=$N7r;(+gt0$>#E!9E1uMqSJqTi
zRTWkh=GHiJUKHoQt1Ef>vg&1H?VDF6^%eH2g2KmDk3PJq@9Avl>rod~%N)7+ugbHY
z<SI(c>e2#rewp0r6v_czitW`eO6y-2*FJaFKF+GH&Z@1dYkKpd>3w~3OX-J?C2!x?
zHn&wYzOm#N7L-*ze)_WJQGH={mR&E%u_iek(Rq2){2WSQ7OgNlw4#hz_n4jSjLywU
zs4W+~ej&GI$COoCHa6BFwcOuaJO$3V2ialf8o_Z-whn6~j*r3A^*-SA+x4R(kd+1P
z)*H~1+1oq^B!#T-?rU$=%S@@N?nw=duGi$*7nf$izGkkkZ=$7jc6@kkbzy61VQvcC
z*Si)M=61F>x3^r|+nWamdq+nH2S@v$1bcdN0DN!YVnNmk<zi5b-QHT?-`(B;INsd?
zo!E=>W4L=y*76X&JY=>T<an^Rdvv(J>)t+w)cyn}*<m+wd3*Zlbocxd5ZjLr_O_P~
zccHDny*9J5(znEp=IRv|sYos1%M5aDt~tY*n^RPj@30pX<`tFL3p0$Cx`z6_<3l7#
zhRHQZc%fkq016{xcaW`KZLMt}IXjZf!+(ISFmd*G1DT0~TL9mXC_^BLJf!)EQHv+3
zM^68dfS2-aY`jPBiy#F7I6pnzU0H*D7qWZ!40{hxVF4+~BhB=`8{eQAss|o){_XMe
z%`Jpy<nR`mNrasPXaQZG0!#n)>g4n7*=Oh`K>mJxes>L1ey|m}{&WppnrqJ*b|c7Z
z{tmAF({BB7bN1ogrh(O_!Ns<*wQd+}AKz~o+G!o$>Ymzeo*pWATx@lu7nCFx7IFkq
z3QvvG<)o&`15?<<geZDaB;KTmF&m=O_(5zjPNI(B@k7I@fn?mnbUszAj*E+DgwaTe
zu@q(;jz|p*z+(M^$xLcQctQe|9M2#nC9(uejvy*j^yt~z;0&bO;4A0$SiwR;e!FXO
zyMJnTY#uRx9~jx39od<m+#3hWxv7oOsqMa{-Nv=ej-8Xv)q~e#D<5aK`Zv$p7WUfb
z_s6zx`j(E`XLh^h)}Fnuab$6-3YhjxACtjXttLsOc#+IUm(7rBVbsefHN`hI>7j%l
zlwqOdWK&G0AfrA&qYAW{=_VZ+xOO=<y46H5YKd_Xf7Z)?DYH{59FZkCQ5E*MA{#?1
zKoyu1>k4$u%`aQ~J3e%NXz6-iSzGq3@j19Qthi6W|9#ngH;0JX-i)lBAmV$gM<cGY
z2@s)0{Ag}hmZ5!rKCyAQc6giXXh>md>MK8<oqq;a^Ty^U_wE<>-dET5r^VHah1Cm}
z`^(18=h>yxfkpS+;pN=X)r9+E?%;M}^K=^2-amaFot@|F<ivOiSDU7`a+BBuM)ZR;
z9+oR7vZVOvv_NXqkD;-DmTFP?rQ!BsiZKhVv0^k<5{M3wncvHG5lJb5>5$j+eG?_V
zVm(2lqG@=PJTuLn6T%n%IgRThkkBNGP@^SODaXkKp=L3!x~k~Khnjr5Od1(vPYu;1
z667%<QbLfLfL4d$R7oKQ5zUZJF-H;1G=h?X5l7*8@hDD$pO}M@@bFRrftMPb689h_
z=I1o#1Ad~vo<oHpcg%zT7Dw_EhLI#hf((Z@&}c?_sDZ%HW9b?c!H6a1P{ZtD5vCB5
zG!U)9lO_IGErD)}Niavm$WS5LU{VGyG%qyPKnRrt;yDk4(*v-Q5PFhNaP;>N`Dl^=
zMdJ8i<9_f@Au}p!Up*e2&wbUMRq>&?x-++KkXJbnRWy)ZFp>Xwrm}9_R@9eSJJK+;
z`Ep{*Sk`4KoT;cB&Tm+#XdYL*nvSU&j?DjvGmTU>t!VPvIk`jXHygFXM{k<e9M0Z!
z=LjcrI@htrwR8&{9kR-S`20?c@+Cvp&UH+(97E9=ADPy-Y)c2v(8<?Ts;zo!wo<K?
zY79nQW{xb=%GJvy8lgxbGgys!t3qYs%d|Y1MyxR_3^s{5$C9JdJu>8!Y4dIR3Qb0>
z)KFMxvNu8bH$SheAg|n!Tbi3yV7C>PI?8H`3rg~Gvdp=8IeE_f!lIIf$4~1U8Y~$W
ztx2C<m{(X+T386k&doM49ggVIvY4lJDKG0d)#ZsrB~gXt(YcPO99x_-E4IKMq1BVC
z>#}zDb|Ccww{Gv;Isp1_k^S4Lw@Ux_j)3gIMZY@OJwM$3bO1ApNN(C*{Mam%6_)0A
zynkEgaDp8R<bES9Ep1Ppw!C}&vFT0A>sMgj`r>hYThsfY-tNKP?%r+?J8x}o``Fph
zGBGkZI@s6W-O<z0+SA$A+tuFP-qO?2Ha;>qHasvfGBh(Wwm3Vrx;W=mt^-<~dvpC5
z%wLYcsQvJ0e-F6vD+}{86XURdfLNKIgSolQmG#Bxd0^mguFbA3jjt|DF3rwN^o?~t
z?M#p5>(v?Xdy)widb!4?H|5$g^YU_?_5vuymjHv#Y<>LX3HTQNF_9f|ZSOw83+wlL
z2DlE$etmN4US0ubUN{9v{tR^nWTGFE^uG`5aQ*j@-2>}TRQFa75YpZC6^!GZ++3a9
z-9V+~!UOIIvU^_#DeV8}`usl)zJKS9{;<g2IlR|Bw%s+l(Kfi;+`rN`u-QGj+cUn?
zIlA09+Lcr9RNLb9R^X6FYK&2uj8KUxIwJN@kx{=SGYMig)vAdW@iBY}UZRC=du(zN
zg+TK6BR)Vy{~V_XX9|;l3GxZX{z3~6B!*(qWMT-F;QxaU8W&9qNs6R~$0dX?lga!f
zRZsiP#O&?h#A(OSe(T^~`^bLR_+j_hVbAb>*Whm3^hxjJ!O)nicYGH9kL`f}C1+f&
zrHkps>-O=rwyF94<;|Xj_15u){<-zRskQm#gH6}P;_7kpV1HS)qAWkLp*SVW;A_-9
z(5lcHMTkNX6cPVFqL}{@9s6&r<ew!%wAC1vlND)#R6UbqwqRs3U#%uY!1qmMeFywH
zwHl?@5e2*;i<(rH7gJ_uI5G&i=8!xS)utm?<tNpZq?Q)4O{O@tGCaeSz)dAc1+n#y
zid^gKU_dc6u`vo_wtHVjcRvm7T#fDDP9EJ&9(<bGyP4j*opRsKo!*U~oUPp6<u|<L
zNVBV+wryQ}o;x@nT|FFGIT&2pn*z$y@#n>pyN#=_3&(fMpi6o4Y2)*kh4ar-M|U&F
z=O0D~%3sv2?}OUcb=Aw-L>V)IAD%7+ff{;TQeb5K!^k9`xO7w^7aN}xn8flmTB(*S
zqQ)G|Q~bhH`tdZF1aV*($2Tf95J&n`x`4<L;8HjN0v<-j3Q@&V)B?Ow6D;EYppfAd
zl29%SYmidp$v7^ZD5TO<X$e|cvXT?3XX2_POd~TyObaqG$QA}k!@$VnfCf+2B~dI4
zs+B?kxR=rcC2?qIxQo)T68QJS^-oKCkj8qDn*1O&$%mU9EKVXNg!_?D{|}S$3zzIK
z!v`4&AvQ{=0Z-Q9!*oz=N0W3If(cJH;z)`Bv?Ks+AkbAoL=Bc|q(_;;V)W#&OmcWe
z2rZMwFj7NRIFdLJCq)x9q)=V}Hr)>+LsNJUF(MzF#6N_G3sWd^s=Ak}TE~@YqkzdY
zE4BI6jn21YPupEB@5cL@XKJ4hKYBeqFuuPsfAr?{SmBfLy60WBZzkJ^W@_J0R=l2j
z)v;`?oCSTSg1WBUyiS7w6iWJsdspk~x--jrb%g^JFIJ7k?O9cWMGXtq{BgFTJyzUF
zPJ9>7>*6U#Qe?def_|}bJ|lO`oK<7ZHCl4G_F_q1f!boz8=<yq7x4``wbP+4vZ{-8
ziaevzmT9(I^;zkf9F?;qqpZkU=CD*2=2cggm6sRQ)fF_<W;N6T;Uc%bIH$HCyCBDu
zUyxZ{R|+r#O5!C&j^aXlRgtryr0`L0mRXQ4OHI(p`8iqoY=hLuiONt$6*}S{l_fr|
zOsy|tmFCA56hxI&#upaG7CTa$nUNL)R-wW^dG3IsHF%^PyEj09-CK>nNA~+ughcln
zSpSx=L*@>JZZP)V2PfU_vxBWqM~Bc4hMA|2jv6ChQvRrHw5RKNN$HN;1=e$uot@L|
z9cv4-+goefOACt=;04nK)%fkzrNf=g<NX~NYCAb_UtAmmQ||0=|J*wn?IFe=?e0LU
z9Ug!TN5k0l<r(n)AQOay(aY}w_(Jku50F7&88#aL@i4v(9eE(qAMU~wybDxnfpvfA
z-n=~BIX&DsJKDKAIbE4rajNaCD2_&9mWow!krHxto8IEc&T%;M@|{H`&JsZOEKA1I
z=g$w%PhsW_=xtE^hs^gM%Gtjq^8Yz8|GO9eH!^oGl*93FkR560!_VmWWP5Q540)k4
z0BN=t*%4g+hmidq)?u^`A=)A7Is7`1nRl3W_oVI6RR>x=wB0YDZtuzWp?84v+`R$q
zmEQr}f7-1-EV8!@xI0F6I>t6zhc`a<Z+z_AY8`~rt&Z{4_v15F?;A6Ud1_0b-ipg|
zL@Nx$v{Xh^n15uHUo0~qjTNkvkws#xF^ieV!;=}l1d=Zf7Z`x?LxnyFiAO{B{=nZq
zAm{;PUw9Ip%80@egTkovs2EP5F9C=8IW;{{YmC)Nta;|Kp{YHPpY591Xa`%viM5WY
zwa$sv_R+<*q51dI%dJ!EofBIvQ#<cw-JSD?uGOo9<*SA1oxw3z-{cN7**nM9`e(K#
z7x(7ocHHZySKwW;vHzjtWsZZMsSC)I<8n<f+UBQLJXDGTwQ^KC?+2Y8r#F!Fz=79N
z)d~Wa^Dv(ICxPIhLgCA1e=idFOT~dwiJwk~w%I7W^asqCzw(j;vkam3OhTs7FGC+_
zR$@wX6Uyu{Ic7|T9xE64^I1Qcltcv&BLM7^#dm#p+WZO>sNRo*)$GBSg~QL2+ZSW5
zqrqiR)?IEMo@pMLZJ%5HI5YEdr2o}mucf3sQJ~@}%%BqEsD9+AuFo!ilvVzy`t660
zBjcSj^PMwuO(Wyo3yaNDL$CY$UiVJ4Pp)>&P8K||vlLOqb!8K?uGj5NiY#F)hZf5s
zq;M!nsRS06n8YQ-bMWCYehm5psfeCwjTMW7d18N-z%NM<952Mh32;fWka&Jb2<7|4
z1WZ~oMwp7%rqksyL@pl1V)#2Pk+~+SSwT~$(-lc13x^`22Fr<&B2<WkMpPxxjVx+5
zi{fNaRa8GA{-H69XpSJN!h*%&fwCB!DuQUFQq2U43KuLR`N|{Fl6WFN9wkW+PKB<0
z%3snrKc%HTOiS@kOF@T+2LxgMH99_s&BAh{1LfgpV<<_5!>RBjEk0C-r)jVh0C&jT
zm4R5PA4(B~w~!f1e}X!gVjwfLlrSZpWC)>Tkm(j0T~5HsFjxbTW}${FF+?SbpvI6z
z4>3|7oXVf54J6BgX=&kUCG{VxpTARbQ@NBNOKP;;s5O{vg%wY&TKns!$(Q|G^^GGV
zjXkF=Ln93>j+&0T*KPTg?}r9wdzu$oo=pvZn5{1xd-t}l?p0roqD&X9ERbb>c=oR8
zeYa6pl#~DZQR9F>V$)b^i^_VOne9eRD@W6osAx^)eH2SO^*PhFl8KyxHhXc4(FT?v
zg*nASdvSc8GpeW{<#CO&tdL`~sIzi&O?IQXz?hM5x93+@mY3VJg;t}XxIDk$QJ$kb
zv%D(r#pCkEh6+#*D6X{G%FWs3ma-aq?c<_~T6=MAPT5n3z090nY^r`*^6YKh)4H-p
z+19-DbVGQAjuvWUL|Ect^-+<kaH@sPC^RzjjZt~3@GL3aDy8I@BC5(#8*0)YR|qQ{
z33_z^m;a!q!FGU9(atXpc3^J(9?HGdcsTW5@mA)Mp7poN{0U4(gHhbg$?5s&8PMl0
zfNH+yx`MemK#PmpW@jxRdu4UmSWg$^>?^AaS9h0Fot@*&Ei<D-^K+AnV<Tfdox`1N
z(}TTpqk{_*Ba2gD4Kp}7+_yA~kmSM66^^du#m$wajirU9=}9n-S)H4K+<bQ%<l;e5
z7PMqHU=6XexxNKy`<4r!eBZruu<Hi?JV?&M<ooW{Ce-nFx7PQzSC04G*B}yuDBbOz
z>;t}oz|L9shdvG?Ej5Otk{iV$rCjVqc5{9%z`C<AzqmBN6s9q=t+rQ<jljPLIXTdm
z{dYi2=(qnP)%d>);(zzz|0=TIC+zq5e!l>q2V}oIItC?J*qZ@80CIL{vICjzA4Ybs
zd>_C%KsF%t9So{NhaG9MA77mV1>*Sg?K!XlJ_B1G*?j@s4w2pSKHh`!NdEp$gYVyY
zqdzRNH;?Rn7<4raZ?uEJ?DR?7`0<B9chk^D=gemN^xCV=uKa41&W6@mapr6Wi|enJ
z3G8OA-pJxeh+Gj~X9$;ro?BKth3Oke{E<jQGl-OMe>{T_Ou+m3`vek#i4+VLALxe(
z#1Qd}5F$1)B{nHJAu1*`l}pu_!_<Z-W^6Kpl-<&|);kT3FbBO0`(1PH_USEXwRcW$
z_Rj9K%<py291c&N^iLnRPVaZj9?Y#?&AP5zm-pHbp}gzvxr>guldk2{;q}wTHt<QF
z+TA+dSY3YhA}22|*rxl*D#bc1Ax6zla`ATtMR2x}q}QQ~i(;)7s!EBKOVR1<hw*WL
zPEGky104rduuSN$mSR-WU@`A!x%feL2AQ4w12f{!DX~6AH8Cp#lVN^n(fdld4{}Y>
zRy9Gv|4u1*AYnfgr9I5hQZ-_njECi?Vob_7vnnw+)A0Po$B)f@A6t5!zj$9)`>dk8
zrl_#2Aiubxtm^fP#`2=V!n{m-hABg>1=U^^TWA(Zvy?KMN^OzJO;TBoPG9M8KB=gz
zDF&~l?82<9JSe|vl@@bOMMZ6OLy0LbH9-)Zu1u(?e^yvsD$ueblS$D@!~_<VnM6wA
z(Be}`VR6B@kU!Hy{>`k3&d*6w!BBuOfFle_;-g|X=(u!zx)g@iBjRGQ36U6X3|^H$
z)-!2x8i|j=u_!3Bh?XU%=+X${2%J0|o53XOs6?qhLxZAd2?SFlC6~>}=Y?CNQCiYN
z4KYwd#p=TG%FtjD)lV80tf1j_BnqId3WHJ+{S~xeJ{6rF79dSUr6vB5l=$bg)Spt5
z9;C$iBt-|HQQ!Ue@V{{cbfqFfnu1qGqT$uV!GT&LRfQp`v4HOseF#m5r)tndbudAT
zCYeL%7F?JqBwR}jmE%cLG*%vr(O_{(JVt~MQsS{jBFPLN08iFqh%z6P!WV1Cg_<yQ
zwNHrTCln`uVC74!GO;=(RuN4$Cx)AnBgL_iMopGkmSxL-S@>?^`P;#TH*J@1-Yqmd
zd)qzQ_O7k<eZOmccW3=%b8c^UcDtuxki$qS$|!4p{ISuLZ%bf1blT=8&+=J{j5uj7
z&ydUDKh7<$%&)Sh>WXz`)sH*g_pi2eEOvG+^-aOp=~V5D3VpWHn5$`QX|NZoO=f1U
zjq#+4`SB&cGEZ)|=4R*Anw&NI!UnbdjV`Y}r=(4vRcy+suog7vi(g0!Ur0+D_0{h)
zt6pT}71up_tS^10EPQ5gJkH3i%d*#iPgiDcq0x}35~=d+*;O^grMVf|T&{r@kwIiQ
zDA9T3C>tT%5)y7AGc1u|wv=!~JV_T#&_xn8(F8*(#jcAf%VSpMu^WmxIaY!|=<}#P
z;}{Wiy*b<6zDM?ZSch44h~I$wugH#I`Zr|1JUfSCFZ9^~+0S-iwgXV*OKV}hj?FJD
zb`G?)0J5*GFWr2;8f<E6ZFt=D`eoCH*X?f_+ZtaC0E2F9Xa(lrW+z>XGwTaeOEVxU
zJ_lZJ?zI(|aEAcXH<)%`0R@|>30MGI-tAfkSl`=n9lEz5i-$}cGWz`;P>hEFe{qCm
z2NHHbq~G1#INC$_c*w&J;RvF6r&lMi71=*MaD%qn`l74QRu+k2@REfZwOK4yN<|8-
zRBcfk@@zSFyR*Ov$X-^ITac5H_4eI60IHjR{{*w?|6h<DenQ^H`h6qbd*wf8@&Bu^
z4$r#B@&9>&(C-ml*`u}TS?IPyi~sgBg6zQV`-hPoc=+F78gg*py#pWq;`sLb2xJki
z&H&kufG2;C>>#EG=#R_>0+atYE&JaA+<)4wKP<9$&mFW(xSB>+o5x-4llyHG$IYYr
zE#n{xxACg0?M3se>Zj(M{1}rh&SXoANeooW1r-i`ww)_BFeDnf#>hw&pp(VKkQiTF
zXaFsoz`#;sej%k$sn~#Dg8k89qzGnYL^z#@#fG3!bQ+$R!iiwBNNgTWZiqEx#)uW6
z5ljYyDt_5C`LTbsZFH+`Vy9(tyJd2x75>(FEaTheFNfxDX6LUa7LGb**FR1y48fq#
z%5l@`VcXQs(4-p%jo*&U6u$k?G&622&b1ZVKDNB*>waEWEzZyLw`qPT$z&8{kxaS=
zMy-FYg=n`D%qD`<5hW7(rLewdvwu!Y{gIRUqftx9%?vXsF?ty$Q%i*-pY<1R%D?F3
zeq#1R2|HNIC+O4!qcO;2@-gZCWPBf;l%Nq|6+9mqH&DVx%LRCgj-iqg<q`rXH83ge
zAvYDR62@6%ib8Wnu_Yr*rZn?~rgWZ}$G1r&#RmN=htnzGI=Ly1^pspSyGSgnR_iLH
zl5#<Mi9k@q<>j+Ec`R13Kv1vKmdm91d~Qw}D@Tx|OODkhr)EkdIeMPi7$wsXd2)uq
zrqgGsQbo~WvDoNDQW86y5sN2>`G?RR5W{@JBY#Ry`7zr<E6NMEXHnEDf2Af^tirGa
zfr)7WLN;tsBDo3lv~YqlhHi+W$%$AoWXjZVaX4L_5MoHiNyAXW5R8^iwnb5_RH`~4
z(u#}Fqe4t%f-^O;Kp3fK1ei!ZSz&l>C{7g`BBP>3L|+*-P)WsTh(t{YNr6FY2q-lP
zEyf3nX~C)_9FO@hCFXl}+%N3thwO0QG+IEY?+^H2{)L}FGV!A<$uwgq)_@B(pfTnU
zk`j%Rqi`x5QA?m|Ly+WMhlQFvMUN&p=&=@3xFi@aLSa<|q5_2$_&iMa{Y64V>nR~7
z0^Up@*eEm|us44RFym?2v}hAPR2@K2`(b4deRX)0mQK{hMM)#VrJ+<!7)cu*u823~
z@htp!QGV6ykL}}2J;Mj>&C{=HAHS}BUs2Te=B<0zb$bK-;kCt~?xETz(S8rI*!+%~
z`Zq?KIVwh#%&ayUpC*Yi1Lzumay34&-I`OQl0z$@D1i<3iE}e!XUE&0uJ+HbwkPIW
zips@&DM4>xzG^JgtGL3H2(vh<A|tjwH||j;uhyASRZ>+||E8esqdxzQB=d#F{z{qq
z$WT_Ku@@Qb^$Kf^Kwm1c7OS%y2CMbM>(`Fjc7x-CR9?YLwn|crYK}q4lIc@~5_+6I
zDK(SFH^nDwDG??DqaZw~BqG%rnwUe4%O)|iLSoItFg=y3A`tW>D0eXQR66`j^a&&l
z8)X%Q);ib~1u-fO7Lfhm=m3~#yK5^Rby*KL-cx%AKu6T)5COVx!Zr6P{BNuA=f@{k
zM<)of?{A*Ew*lFK3)bwc5yvKF=VT0Zw!bVZM}E$qZ~ET8>wNaSyY*vtS8HE$Q|H^)
z<2{{Q3v=$3#og7V{f*TFFnZfq0Wq3`Z5NE69|H}3-+g|t2eaqyjn%EyCGd6K-`?Ec
zMlc-!{p$1x<mG{k4V3I_kTX36V;az(0Tr6VgPl!Kr|~@I801U=U%-Rz1_*a2*Py=w
zHUE=?ZIC>j9GOrFwc(ghak@;awTL82u|TF0t4vD0&1|#hIr4!UpI=sx?Eqx|@UaQx
z*P#Oq+U}su{txHuUIf2~by#?i{eJ_>|7H*Hp8*}2T)V&G9jrS&I9!^T1kF1@c4&<w
ztaxZ!{G-))WSagPMgy{+-(8-3Iy<~R*}p#8y*k^6f;<%GAz}CC?6>d>@{GIz*AAX_
zAOAG?{+&1a!y<d<)I#UXLeucX)7HM4cYRNrr<#X0x~A7##-^N)jAhlv>N;h1UZPTy
zV#(1aa>ywuFgr$7=t2bwx>!b)%4zXQ{>)TNSUj2>jv^9*$pN@jN<4J`2$X=I1AW6|
zqLMf<VR0cSDjJO^Q-1bKO2q1gL{>^b3KuI?P*j?5o+ddhg;!c#URGaOTwhi6q`Lgo
zlbWVC4J{vPKfJ4W`J%Gv<MY<u4?UA_hZY(JXC8M9^|bWQwDpX)HBU6Xns0wS+0*#s
zNp7l`1{DTS(Gl=5HeE!yBc-w=)|usNl>QY4cJeaOW>Y{;2HBZOw(5M83XEEfOHTeS
zKJm|7-UEr)PooTWW`)}HA!;bXr~Bz;c%2L-<^3q){F_Yhqec>JR?&5;aG?Or<35nf
ze2ltaiymiCVvP!dK}t{wh;lwzA)+XyG=-eb<KdDMeN$5c_#BLwMN%il<cWC&GEp`s
z)s~W+#Y)NJunUBOa<#H1!)WKG6mS#DC7e87YOz}J(wX}-Lto5GDHHQcgxmsdT3%Xm
zv5;G>Q51@}P64M>E~-%pDkSMnPHJ{qa*i-5Tg5c0A~c#<jXu?w$rmbOBjYjAiFojQ
z0j)VS={q#}FOiACN-f2nO~|wa+06chdAJOte|84eW+N$8=ycXYRSZs@5Gsid<5Nh6
z@GxsAO@T%UQD|i-Ll+sXjfBJvD-FR&F=R6>!b&F@2sjHN){2kT`rr*{Ty7#GPZ*_*
z3N+w;&Z1*<47{916yY&KoS%{!paBr4U}bom2!&GMFa{FAOeR?v6hkao4C8FH2OPSO
zkRB+bqg7O#5{=;p`twl!hER$#I?_(1<X~|5WU2*?QR6UDRFD*fmZEWzV4O4vtM)Y9
zwLw@LDO7_aaQy=W!NFPzS&796{d_n+zsN{fEg6?V3CRtkSqULZ{{RDyloc9jB!`KE
za0(2;Orj}$d<_A<HX79s8ZN+7co>43NH$Vq`B-^oXsQ^4e^LIZrKPW{y=S_orRQy>
zkQ=H`rIi@PiwphdyNg3_s>`*k=Q5U=MYp6yTcRS&M4ASmFp-(V=RQhco6#guFb=8;
zWzoq6<Os`;=xkq-22C#2Xh*u64|bLgx96K1OXOUFASp!0i_KGTxuFCO5u*sFYr`4(
zNNSCV+*ZeaUngyTUHIZzxwF`+&lVZ&a%+KESE|?KsU3M%r$TH`h$>ACFXb~GX5o|f
zwPlr+c59wKO(>=?WF(53PS((HHlQ+60xd+MB_zy%rNZ_mFFc``$;pjKHq&BF^jIr7
zE(0BD#D(ffp;|mWgB+VnPs*gm7-@7}BuNnND~>=FXydAj5=|CbWt|m#&7h3xURm-Y
zySJZ?OsPYL3&!gnaEDuG;MV%<sTc9RK!36imNEO6dpkfiKXGrvXf&jQZ?ntU^vH}1
z<79vDhuS(YZihMQ(U#W5zCOTc=(DfQOpSJTP4@MI9-V7`Zh2~QadLclW)fl@F?3t>
z%Ed!^zPq&n<ToJ8t<29r!VXe45WBARLvWDU-@Sld{Lujv*kO(I<&VHA9$CY?c(rJN
z27h&ObOlm%=a;u&lYorSoiEOgEY9_>FORi1zg7xG(Zon$x>Thx3d9N_U#ga<%qnAs
zArt6xPJ1Er*&UgAfb5|6aP##u%z7bSDgP+4--G!7kH`+RxO*t~g1+|@O7UJ~hXKI(
zk+H8=FoFm2H#c5n|A!fLfb0mkdnehi&+aacZcg?u_qWe?H?KW8JG9!7@pc%c2aWnm
z#3Kl#X^^J;uYGn{{0`v$({BA?k-g%1Rl~c-)s6Le6(z>p{LK7E)i0Xgb@smRY0od=
zSuK$kGgTxBh)F<6bsUzI8lMuPGZ3`;P;NR|$R=eOlbu;Sr96ho#8U|VINzV5QG^O(
zo_l#*sY?9$!JkqR!#T;saLRWS{Ev}%4CTN7-?7y1Y79&bkCdDeAQfTF#;{a*7>$6H
zt8r2_iYp69lLl~<7=eKzHiz*vlw=V$P7$0Wr*SkAK~|}}__e*{bw|OY6}xWD#@r}O
zTdz?}R!g7d#-_*pYf{X=#?t@0BKe^<!AHw}kZldhw*_R#ee%p$jp{FA@%L&uCPRlZ
zDF2e2^m9Ve51e!#zR*{$2-0cMS(cFE9J*QNFBbT*SwFE^KZ^vuDy5%B<Ez&Nsg)S1
z2+v9m4h#J;jQ)LUvY%Fk&9Go{GjJv~R>{Svcp*wYUXTW&H$ehEAt^B+it!^m8I{8H
zXGI0-)1nKMymF1SP|Pjha|?JpCzoeW=jHPFRtY~_#J2O3%QfNxtt{WFuP)4O$hTz+
zQ|uC6kxJr_335g0b}8R3;~UZvm5DKVazUAl|41Pym!uc)SWZD&u83{q#cPC73K3mz
zj8ht7Qu)OARCHugKvYsdTv|{vA1&6=Y<bc7_E3Y`UoHC4D0`Tx33iw%d8RO(geYbP
zWQ5@}Vi;ORga}KJ2jk3mf`vqqhTz#DI2|=ygz`}mf>k(*$d4-Y!D;X)9U&Nc)|z03
z_94ZLB4@^iTe#tdM7$3DqY>vLrv(WJcwR6@gz?kS1B{G71wDw54@wIN5TdYV616Za
zyf7x(5=NI(Lil(T9~Z17;Z0OhCYe+~2{Yr#Lf;@IDkL{F+DVJdC6JwAG(9d*O+ZP|
zej*gWcM#7n5GLJ}D4YpTRQm@>e0`<pU@;aYKnICX|1W#*`P^ilrj7m==gawYPMv*s
z&(1qLJ3~j3jcw)lDCaC$vMgD$a?Uv?=LjZ;hK43KnI`9Gax^$%Y-5ueIJaQBcWU0<
zu08u!P0fd`dP*ffGM2F^uHSv#S0FmD*aVv$V$eMd#7o8J1<X!`C_*9l@VJUxnG?$#
z6q>5Gt{H{)AT$#SZ%5NoOi3K!q#1k|SAAq|YXjSY)#Sypl3K8%v$VFiXVpN@f!!Mp
ze>Y&^(G{pKV`|Zb<NL22-aF_uIg#1~ZgI9*7*g_s7(x<9kJ9+rCc`RUIKtps&^Qy5
zX<%}^7-n(>D~}SDP%_^V7XNE}I$b_}6?#YSuB()7JW@m^Pf4^9_y$O%FhY(XOfQ!2
zB=Ivo+TLyIp>Fm-yRjp0D-_j*ZeFoZR_O8iJ35^CVk(y}S*^Vy!A2f?P$Dh)qM^>!
zu+1sxbtR>$A`({w{E~=Qkg&@VRz<|>6bL(b(h6VNCRMeon{zT%kjeK^SOE$rLgB?I
z{1{7+6iK3NQJSqR@|yAjRbD17>Ev;(z$0d6%)+5AU8TKo{deX2j~;*>d47EKGaLU4
zvR4Q8Pk=sNee%om&v*Xvab{v_Zfs)q*^}|n2Q%Xkg9iy`Z+GPSEh1$hpN2jA537bA
zJ-!DStXGd6dvfVAB)^S9`pmVf=YKkOWcThXr%u5R{nnMs*DqbTapmHz>sJ88AKtqS
zqW62Zhd}^;^ZJz=S1(<L%({!`;Qq+HJHXG61F{1fKk|4IE@*yv{Al9Iqp1;itme;*
zKDc{-_!{u}aJ?8EnH?XUdirGS@#E>S@mDi5Paa&`v8`wOw(_>E#lD_k#NVouYON-x
zFBG#meRi8C><MQ=sZ=!G+1}k=fzbHgN~Q>V_Jaoxy#ak7B*y%2A$xV82K)tNhY9)@
z2i%`caDO$7|0h2LWd8-+|2+8ritN=r`@6T#$HuRpIrs7P>uRVDa2D0Ln|HAL{;w(M
zKE=saqvxs_HGu4M&tFZA%|3hdV&wkoxk-@gft2p^*bemjC$~F{?T}0GXAb|fPX2EO
z-@oxjf49hPa>^`jr8}e##ht-uz~c`ELh;Vt&OQ6L9XryOPs$=eLaD-xr1`G6RBEi_
zN$MRgio?p#i16+v&fe9<W83=;3M!AZOiZdHF8aOftL3|#so5j@_T>EzGO8@)_9<w)
zoQhLP&$d=Wj*IwJxLtAMKvZwkV0;!#Im?%~;5Z~)+$YE-73riZ6q4B-0=<!?1Jd3o
zvRS1qPJUw(S;ogG#6)YWus>lQ?oH0G%`L2r&uvIPTc12yG3Shkvze?@kzGbvz}OUR
z(Wjl_N{-N9VWiwRllEUip>MsudY6qD@t`99FXi%OQpvYoKh5dEx3(@b8yAP&b)_gV
zYFjRoEwVd_ULQ39X{%X!Ac{`qX;ue{FI>doEa$N?LJnRnCs|stM#CTSIrwU5ubCLM
zQrt$gscD7PfN#-aeJ;M&Auu<CQ=4Q~(|j$WoJUvj7%Mhor`^`)_VjrJT`qr{-CMD_
zHin~vCeuoreSI?76N>@C-s|_Jl=1+V-)D0Sd3}R$$LZ{IyH*7Pop$@WSggZo>-Ja&
zgZ3V`xo9wy&CY>vyy7?IeDa{5WAPw*D@ki2HX3nyJGs?GZnk0cF0|c8js&>bh&buy
z+SRDIl@&3v>~cyo3u~g|ht%>MpC91};#^6HNDH8G0Rq7RK*{I$sVpA_AEZ%yM2@|l
z=f<*gB7T^O^O8yS29~!L2yI4y%M9qbZ7xNJj9%c9f)cWg$+QsZUK%kiC1+Knkd$O)
z67_hzjYtRnyo1f@7E9A?L6j}_(fJ@;kI+~t8Y@a51M%($)}6t#5}9s<=SA2K64AxL
zyLmVt1M8w<y$mww;sB97WF&$xQV7F`LivdVKb>l);#-MmD-ml&p&|$^%wR@%yabPt
z<<kp7c3!~A2{>&kWm%(fvDlKDTIup7CNf?}<O&uu^);*riqb`6lxZv<fo~;BoK(aq
zAhm~DS7xJa0msHl=<41zr`HUHC{1}hCrsq#gPDlaXO>C43Sk$Am16SSS?U3XEQ@AD
zv79nb+bh(?myt>+MjS<pk@y9MsKOD)DI8BNwO?V&nEV?K9y~uWej1RyJP_qcT{vQd
zL}=%Tx>(8*S(+ycicC&cz>Mld``76T&KkcI=M~Z_PUg0L-u5BI`VRl9m0jsbB54h$
znq5VWsjSk3nVdF_xuo{RM2aAtm1gqG9BF|q&I=T!MqNUz%qw(xsXQy<XQiUFLK+eA
zy>vSK{0j_0CqrCeiBo)0TnKal-_2kKz;VEmrg-9vTv%+8rL~HHRFJdE_IwxKw?B94
z!VlvRG6Tx6@xR!!0~`N|ivJbaKgY;_TDyPZ=RdRbpB`at{bqV*e(dSw_@kFo6Z3$5
z^Y8YQR)w^!y*=%K?Arzg9zKFS`>S*N_g^`9=+3pv_wEiq9KL?;_)q(GY`=Nw(#x3_
zke5=GwZpVug&PQ8g{qWlsw%X&!Ua$Qe)iF4kHN+c1NfWS7w@199SC-4E1R8pGxOr@
z+|2v=m+zpb48q|j;V3dT_VE7982I=`-_E}H8NOOIN9DzvmoMJGesSa4;k9cb>o@p&
z`%Kxas+hAlTWofV+aHR<%>D`4L&-oq?2D8NZEdBF?zWy%s!&DtLseu4dH27A>~r&<
z{p_%d_-#Ksfc5{1?0~bs-v3Xc`Con-uq2-l{IfOw&)^PsK3#D09Yp9~J9D<$#QGW8
z;amal2!HCYwefHas9x{?L)TkXHCIiKulm{m*<Ze2n0W{5b?`Ne+@F4Q7dHBDp<o%-
z?hD|3tE%EZBRjYl0NKIM{`mqc+;0Hx-|VHoTVx+v8ObE{4g=q<7e_7Hgx#2ST2c<v
zcl~W=k8Um`T5URh(%age46iKaQ*L|8Wwtd6TutmYr)E>cyEYQ)j`~-JY?m^Qv2MrH
zviyFV`R<mrxAv^MzA-ye@y!(dGi~mvKKt|<+sqpKNSAxOM?XL0yqIiWW#y!uB(Ddr
zP-6rfw!<#=goHdT!d3`WO07X6a|@Y0lGMYEtFEoioho}zrX8o_mXpzzvpLhPwV5+3
zi$GZ)ZucGSb+&tzO|*Kwo-N|k>xo2{T$px?+Y`+8G`SR``b~AY5UIDs%th-W?yoc9
z<+&)zsHx3{k$eanF)az{mZr^^4nNWzBV}ESJ3NdYAG=~Fb@?d0VOrTw$odI|7+op)
zJ&p1WnXrP(BB@kJiy0G0ph~?|N1&mxxlU&w8C%KCTC`4GuYxm!ozz~CMnfc*tJdSe
zMtsbqpKVjrwmTGEW<!t3(_;>|wFGh+dz;R@BUR`#+51iQRd)A~!_%oZ23cGmh3=^%
zr)c8A7F&nGkkTs(j;4}RACO4ew6>B?vC`ByVAGb(O=W|&<S_RXV-+K8>UAEQRO{d<
zj0}Mc*P>=P<aDQ+s%yq5EDe@4snE&J+8BN+)<ImBFyc}{d?7^3w=e<}LV!w32?S}e
zq@YxWd2Aa(Fd;Y-9qSR&0~C6Q#&i%!7Cgy8p}P>84Uci)8-g^V9z&AVqIk=eiP1F{
z5mL0OOFC(cONr9q3(|u$UV_PtGO&L33cmv9mJ$41a)u3LxH!mVwA6hYq*79xMkkTu
zqLHEkYJ$!3Vi7B@AtME>$6J6)ClVr5BtoG^0qzL|Gm~IrQyol1k3yNzIFP&NI6`+l
zI!YvksfZsz^mTQrni?0A5#;eKIAW43gi}NsVH7wl*dX{gRF8<!L`KO`wd#g?BZlCo
zFj7p86Hk(UwV1c)OB0C_5(r#$Mk|)+qA~q^zI@SFVIp&TD06D#wnx{ly%>3Pe8XlZ
zi4!ESgTP&2sTqV>=JQKpL5|0U<eWaSGDBp>@ys}ho1zFxh@=CN7C?mG04ElDj>*r{
z`6((ZO=p!v;y8<w<cr%?`Zj5Eh6PrAPME@ov)NG=BP$Z5dAuZxo1k$bBxaJvFN>v4
z0y?J<<kW(6BfDY{_E;3124zt$&vC_hhN!@ll=zC0Sd|ya3j%4LB`isW2_Y*k=H`^L
zyj-3Yic4~NN-he^xM{VhsF4=svI1Wk#xb)rX@)M%apf_#z=bd!3{H?Q0;zmKrAi1z
zK04FS=Efw7v_g|psa!%r+Ra_r=j!QC?b^3@bYgaHZhm6o(cI_U_)h|O5W`p3>%Sm)
zwbXTN41gXGA8K1ci}hw^1|C622l6>+T>;Yj4b1hBHw*IX`41b@?M{tmu%~qX@V*VJ
zdL|}EAd~gjk9!Yo-*(~X!Qo4%Za`}M@%=yS*nH^V?(^qQT)%$t=I~W8mtVbdVfe<?
z2X}5hxDBPQx1i+>VrF5GKY!{3O!Tlx|8xcbWT+CouNU6J_*)fvLu4s@IJW?XxtGsj
z^ZxF|#EZMbcOTw)F!6MBa&&ZJ6kPidPIK?s?aQ0iq*kr5cMmmJdK){sbv^C2bifvL
zz_=dqIAc{2o!1=*`lFF#GFmF9K|I%0%$7>U%E7~j0YN{NqXVwKs>ad)j6<f|>o-7L
zOpT5~3LG@QK->)6`%AL@FQ5Mvg8$`9@cdVR{(S#4bq^<jzr6qJ&0kLlfW>eSg7Xht
zFor{B-Nz4r?{M?gd+4B<e=|Ei31$KK)<D${>F!lxe0Fx>#pLYksfC~Czy$XS25N}d
zfjB)Ve244x`;T+bck}w)hnd&!pTGM6=C#-FUP90xU_Ly97NIvU=OOtPBI{qgnuQbH
zokznLC-2{dO1by*&wrkqdN(@_W$y5c0q6%7=k2>$Fu}b8HfJ8*9d;TJW%pYlY=4_q
z|89}JT=3=M&ZN(h^*XX{XVPZNIGriGJz=+Qg-U~jM=R#anJl|npYuirbESRjH>@h;
zN*+_jtWLJ-(iUsU;U4mP4rM%dy4^FY?9VquA8zR$U7MTg_D*%$C;D7Z`<zd@EE65Z
znI6k{zh`!(<=uMsXuo@tnUzr1w|fPfO6~xBK!d+dx4A_QtTkHBSs}!J8{#n!gj^RA
zO*aFHdpY&pg6>wj`BBy|RxpiZoA0Mpw~8%$-ST!Zvfr*ek!#%)l58<xH@Y#Kvzi~Y
zjXye@)>TCLHgY_Ii-#y7HznjHhJBczuQr{)l=9?Ml$dZcdh(*4EVDbs>`n-};_|MP
zqBAQl#F4CrU-FCE0{nrvWK~ky6=YYu%z?B#>!RtK2n_l%3TZiyi)q#q!zos#4Bhk%
z3|0+7Th8V#Z)`-n928SaO~8c@ddQYmOp6Y!QDW3mg0qFy%&#js)qQ?Tm%X)OY+4<(
z>}iXYnl(W_dzH(!G346{1gc)^AQK!ULV!Wf@)&&<eXq|n5H@d0T6e@v-?^IiC&H(@
zd)CJ712)Z$OmIss5)$)_Y??yC)Kkf39@Amqxcq!`5b^|gG7U{9r`e=5hnx!d9`@6V
zC2q;egI#l!Mo1gUT{&J~UR*S?qD*RDDg(MT!eNI&^v<NXSY$7s=HkF30*p5(C;U`~
zgGjZL5j%xqC*piGVu(RD5fEi9R`~5QSxt?VMoG$q2|g!8A;+n(0cV65u#Ttu$PH%V
zVy6fb($Hg4dI}cbG>QwscqugnA@dXU%?R@-DJdnvruwjC2MH5kQXB-74<RMEtRO<M
z)YsV?P*FPFK&*4KDNZ`cfNp3-!&g9j6l#RQuwxqB7%U9wK`P>@uJY+H^}Dg8EL#As
z_9&el<ZwJZmWGO^F8`yDP-B<#)kLhauFi-jnD7MI(q+P>OE}+t1DAC9a&>K;p&sp|
zP&`7W8H0{e8P~S%gyyr?<D(P9S9g^w`lWRq96gMu$1s!}h0(_6mqo%Xms4PKa};I*
zM@te}aUv^<V<xc742~79Be`qPK>{gGW@HgwjwQ&jxdnkR&E|wiv>2I{r0_FzVU{h7
z0&BryMp*QcLRwbHasqK2VTTBGP_6gKnqmxQR?1JwIB^Lht>Wf2!XO-?IGhw)kYfq+
zY;gwUZ~|#kD9H#UkN}Y3vtoRDQp(FW%JcBm#FDZ?o{;f<Qf6EuNNYs!`^re=VLHDc
z(gYD+fWh&=50i$N5t@-m^s*QpIwdOL6g8@hN)eMv)9S`diz4k1CPN&5kmn9GZQi<R
za<bZ|Ha>E5ehN^#8aD@zfb5^g_D{=n*rZo`RjPFT)D$Gq0j$4+((u_?cmiJO*=pGA
z#9KH9OizD8_K)jRZO$f5e^=q;-W_WOJD*QKt0MdUz5Bk~eE5g0`+wN7Yx{<sJ2vj$
zx8v%iGq-MB0_eVa`P_}G7jIs>0wg@ty4|gox?X$m>G`#b=gu5Idh_Zf@JCmx%&Ouq
z$T_d>kRg=)BVg^%pj8LZdGqr5^z+e)m(z2TPsgucx;A{}+JifHp&Rb;gZmEv*6-ap
zws&jDBa5d6oh#K{gX-R1-Rgc<!qXgeTKqPj%NBGxd~S~?5DLU%nRK$foN4bUcIAML
zFSZ>zas-N0tM3PI2okc-8FbZVm^UCccn+adRb>AN-(WT5?LWAF-Lroly8r6aKC|fX
z(x31DGRyzv{r?Er0o>uL9yuWV7Gi8cD_0%8-+g%X^W4Pr<9qiZ>J~z4A)yyU2*8<~
zJo@9IquXa*KK=0F<^2cO=jNc;eHPOGW~V1Xs4)BV$(@_$Zr(d{^TCD5sgY^`el^}6
z%I#mgdk;NyP*U?6&Qg#JFgt#0Ve<CK@Y!d>mlvj=zMG$V2b25E)Ei(|pk4PlG~3Sp
z{PRor2k<Ex_tU|ndK&s~Wd9F;0zr?fkVv+tbH#8n>xp(Jiu*V2xOnjRP`R@^mCSm*
z?Xgr_H0x=$CG4S|RJkphT-VvXxl$<lY$l!B+@y<Yt*ayHqwD%luFf9MxBe7pyc9Lg
zb$Z?mIv;d5U29j}D>aW6T1SiK2bI>l6~nVG<5-ve`D*8pki1PqSgDiV8EU^jlslS|
z{1{doj%xOM#0SmFOCHOky!KWmbUv+okWxO5%AX|~Co@gsX~naYWVG0HE2=*2P(6sY
zUdTCiBy=|e?2#z`PF^(})t=0Vw{>&6x>?CI-RmQn&A679I-3LK@u3rGTCTv0hG}sZ
zJ?%r1UP39#ZcE5=5k(>>OC@BPtfX9#6mpz=66ws)2MeshEWJNLU7cgCO3|Ysx<Xlp
zP#2SkOAzW3fv8p{Zy=MFlJIyU9*t0H8kM+EfbDjmLw;gQ^9qd|EfWwpNWFkj=V}#M
znwSBDxa>3T8!Vn!Upmn5`M#(xwMdgn&ib(J%$lw}rFe%y9T6}c6r7cSDhp^iHLqZA
zJg}+r+K!d`ea0VJHFwqyPG7$8=-QF*a{hxoh0_~XWz~&dxy;a_Qc*}jQ%le-u{)_&
zKhNM6as+6ti0&40eQcH+q52f0gqN1n^5R5Bf=){|QF>D1-lR0Gf#I5zkqF@mbC_W+
z!_TG$I7nDP_pvEnCdq>(MyO0bnQq6ETQN8T8f_-R7*27JF=hfyQ;S!ATc@u<dkEAB
zg%QA0LO3Kr;ed|ai;(?PScunZ(Th!Nv`>MAWz-mt5MvYLd{S0~E{n+_63K!>S&7S>
z$l@TaAx5Y9=|n$+WGA95*m^*DxJ>9e6Q(}IqFKo`9tOtCBsdYgg@iNVF|9asRLE_v
zU+%!7B2;pWhD6BZAf6b)lM@tr5>6L5a&rTQTf2f$yPUdWam^S1L|XAxBa28_^gnUG
z`zPjCU$K@f5!BZ;(W(6UTGF5X!2SA5ZC#xWgL6~JLHPMM$<hMuPrW^7w{AMPc3^jB
zd5zuXSiZtbpv5VyB$1v&m=(UDO(HFeBo&S*g+-!hN&-iZ;}{Vb>KkYgG~%x(x=^?f
z6-m+Ad8RPS<cF(b19rPikz(>fI2w%qNeU0f=L|=f6N!?1PEjt&gN~6aNYJ@)3cFjN
z>XSERxxBQHlag=}QdUaI&1pm~2Eogw#|47CNSYN$qg-Kt!w>NJaiK6P6eU=+B%fJq
zl(y;A6}76Pv9U|nlu!!13RYOn3o9X%05LNV8;j-T34DCMU&slIIYAM}&1L&Q^PrY{
zSrk8)no$Yka$Z2hN;XL{4n<$FrBsxAgKU39`@`-n(?Fq5jn0kTU4WdKX)vn)8?skn
z9Rg|qxIfSDpR;GDt1~;m`sZt5dIlO;=ATc#gK>U#cIMN}zBW;|s~cfvzi@c(hSj|<
zUW~zi?8iYBzh~$9!~0Jj+OvPp)?M2-9y_%6!JX@4BhdVEe|!YGS;4SYZFvI~9LV9S
zjp|@Ie?AErHGuM<sjDi}f$WBGRv3$`tt$}E{t>_w9zWd&;F*67M~+voU(LLH_6R!M
zC+B9S7hb-ADB8K1=W|n|7f<Z1<Xa(wv7=AX*`w%cSFP+YroGBy*qZQqJvNWi=61Qf
zUSBX6Or;X-m0V|~(3wu<0ojipJqEezfVoiK`T>UA{}QspAODQ${|>T$YKHrD60d^$
ze;V20C-YZJb3pd$*bXf*vkT*opWVHF3yka^e||qRIX*i%2JVBC$M$aD*8Ak)`KKe7
z&Yj(JbNHuQH&5KTefsIh)u)fIoIbqm`|Z6q?j67X^y<jSy}1|QQhz-$_VDECy^lsO
z&b)l`7KZ&dFXtwnOx(XR{ovA*E62yKpPie0v@kpN7A);hQ#(8JGvw*dy?~PXpW!e7
zRr26-fAjJ~wMyo{6?Fe0tizcH;*yfVbUsojhKrR*X&~3TXZ_B57jN#}vZEY|XPo}Q
zT>I{|-yhh#XZxxxefiFS#nE4?>>TJ_UCM+59*5a(m$l?<f$!I>`hIoWV92;q$vUFt
zO%%-YYi)OXWw*=X@uGIFXc;YAZd6(xwCSI;o9-7IpAEDOmyJUbRvt?{<*^N?ny)03
zqpL~_n>%J!hc5e?j;bV+#inaX!@aiF@sj>oO7k?W9nI^W=F}rO`DCSevS^wvd0&*B
z$CE%B1b=dC&uNxCwDBINl|PoLJt<-#$xP)~4mVCJ|Axc+7qboJaARPr?(rkBr~qV0
z?HNTX$jXFxser(5XE{uW*U1d{S^g+uanu`)i=CEb$pE$^iF7BBwjjPeh=(RPg9#&*
zqF8hk4z&bb|1|--v~JlF0yzBYG1!JBT-FLpE5&BPc-<tmsz#$E$b}R>YlTv})NN-t
zEew;Ek@dG;IrPJm(|dNey9+JUZbxIEtEtbWJ<^*S@|i+Hx|c<EP(dMvi=ogl8feb7
zKNO3HN~Q13mc7Byoqa#Po|*pe=GoRl807KWv#G9TL#NG|2>A?LelFzqI3;>L#_tuS
zgIXP%U_q!MCNDr`d#Nms0P(2^F)p(}lZ5cpkdTzMGIJKNcTv0)ypKr<u&6;65*M=L
zu-N6&LM)0G!TS(`A4dkGR*1rM6A?28--1F}$oK%CZXz`p@FZ;=uB8^^LX)BdS{OqK
zpve&!SE)Q7LUmDbP72OKL>tLyGn-%+68%zQN=2?Tb2?gt<wkr?jPj7st(bZPVTp<I
zwU<$s6fhzjY6J}IRIGC87s_Q{nn@@(i)^7_YzQvE$JpsL9uC&Q#2JY7T1>4DQ|Dw*
zS}-fT2my3`0TRxOZtyptB6vcQiiF8zM*~W@v<CIX*EN6q*SfF%So6pK7xl&OnrJu$
zx>oe<SKKeZVtlhig2BoNSjsnFFqeGUOhDVIWG4adM#xcvq-aoud5pYLmT6QZRMLW4
z(J7UNYU)6TpJH(1BwCV8%X4^b5?Q-U*(Fls3CvJEF@mNfv5X{^8N<NQg6_jpy=3tH
zG2?V*md?$x_%Vc$<?-93$~c7QV5m_%+!q#jk^)~+0m7Wm$q0D~4lBvxz#yMzi8^`m
zHm)>9XJz?Z7~7LlZc@R^X(d4s!$K#9c$}<6k`hXS9G<%h)10_Skduf~97aLH@6f6$
zT2)>yX;&+IjLk`n*x$qtHFEtDhKWtmP;t#n#K57uCA^@F6O*%}GEP_~OlxFCohmG1
z`gr89lo64$0#bTF!Ax1jJ(=cWO78RWl1bBn{X4+xJvTnGF!>0oQa&U5{M0W{{%J`6
zb%g&kzk@9fKCL>oznQ7d?5|$T&d<)gntA^7)YO~#`4<4ZbMJ>Dd9z%;s<(3E)X}XQ
zR=u2ujFdNLj~%&r?)1ciJ7Z7of`sn+#Zwnf9lL$)!u^|2%XID0?cpc)Za=;Y)i8IS
zKD-APQ1MS5-UBJ!t!q~<pF0iUK0h-JWhIdPR!wWKvd5o_Phn@f0JSF&PF@W){lwHS
zfLIO+P#~IS94w8)=dWBoaeesgts7@<oZmm#<IZG6`7*z~L)_n?f(nUJL^fD*wk5nF
zr^9V^xg9>2Gw625<FRsEp|g~4OD2GhZ##bcc(rK-#`d?cFNRW>>iGgr6#u_w_TNHw
z_=|mNTl)q2|9l4ceDhbt|MzD0Dy)Boa(Dunb8uA$b_kMv_YMNx#~wW!x%2SDn-2?9
z&mZ5u`Eq(<VSf7I-Ak8G?Yw*K(9r{{uV3DM?8w?}+scQItiE~cz?m~!dOGag{qA$u
zcHVw?_Sv($Fw4(OkDffSvv*~5-_ic-w~x%tK`8OU>*=ZK2e&3~o_~1u(6bB2pFg|(
zV(QT=Amkw#es&h}a6aV(LYcrU1kb`D<2`WlkWo1M{J&@R-}ni1mb=s8tj`>X+M{hz
z_@JW{$!=b`W}vMj>+u)7;hZNlkZZqq_|)Bt*SD|RnDqPGv*``p<xM^1m6cK{o^<Oi
zW|c1K^S7s>S-+*wEZ?G)o{Q=pw>OWrDW)sR>2ec*`{RP<en~Uh(ek)teAM3js7L*D
z(6Ps$O4neA*z`4mZ?`C!=gaL=8wV#h#*TYryZH1s70sh`(`;7%ylfcB>z))0Pb;P;
z75(FK<I|FQEZh9D>>jBYwtCI&5XRlL=0HqyK_|a&<Q#}&%Q12|%!HiSP?)UME)fWR
z?{;IoKD^b6vfGH@{$9P(-_vGJN2M_zH)uzECVa>Ot3xDaBkHs$rF^+kzO=cq)^5ay
z-Smi?W^b;8tX!L|UaMcBRA7Z%0tr)xty@OI)YmOuj9yyTuxwe~(l7DoZ^V3*R!xK;
zHMOe2peO6Kq$YKZ$+Q@@?KTVE*bK{k`?)>4&urOLF*Leam{kE|zgrJUAUTaBD&g1>
zB8<Z}3OUT>hOwjqL)^}9&M{O)zGiDUePjROC%5jse*5m}?Q^|0eUL>jD3qPjrXicJ
zJC(9?#R;p;Wt3PnNXDY<w;N*&Mwo~c1hNR1?-%g>Qnr^%43dyGW}~;B<U#OWG2SP}
z`#GcljpC(~Y($ikjE!*UX(2nor3VqBkAw|Ti4f8boN$=R3Lz}8n^_4&JCz7_^;RlM
zN5tr{XgdKPrcx7tq&Px^Oa<!RhcI0T2=LHWD%MORSy_mQMQUZET@p;Hg;KKevn_&n
zBPuSdb1<;22+7JPImK8959Ma!<9sB-1FnFeuKl{P?i&Y-7!WgCs3<jVSx8N^@M^7m
zR1<lrr0$Exh9w4ET`RWENy0)ReH5JdOp+7V;Knw%(DjzO8YdBBK-F@;U5fkDH@HP#
zQojBQ`RY%UKm4<w%P6VjanSgoaLx4uO#_zu%~zy9{Id#M>*CWr9Gag+i%SJACCA34
z8i`nKU9Fiw@G%&178@jO@fB!Tf~Q&BFrFO3ladT(P9TK6d6!UHrm%u2LKscX;F);>
zCrMyIM4pR+xM_%wfrQAEIGLViax)x3NhC|N1U@(s;ps)DxQ#0ZMm@t8<b}c*ivi#c
zs)IC#U*t(j97&lif(3nyL@Nq~Ik6xvV8_IqB*YFVcm^`c%S4g_ev%KA3)c_(6af#U
zaV4p!AmX<vrEN`$l!O<cli}Ceu2;sjqCkr%p_hc^93zvUB%y`)hE^fVDPe~coQQ-T
z6w^ZrVL~HKs6-JN&nuw$rF4+QN1AvZDXplNm2C>ZcXtaf8MGYUy9=iBh3V(B0Pep~
z@qpkUh6nl`NO;(`1C;+t&Q}TfPj>*^t4ns6@n>eiM+T}kKz1nod=576nYROhv_ULh
z*;BrG=GgYltKYnx1-sShqla!^I5!Qm`50u!-Mx3?;>A<PZeBijfB4FS;cK8~zklNz
zB+@|i9I)}fUUzO>y>{{Zh0`a1jfX-0&3tv|3ncSL;JmBA@d^TGfGdD&9vI;HX%K9~
zI{wj}+gHz@8GU%`=H=siwhyixOs(BeJa%}~_4B(ri^f=lmCiCd+JvjR8dtY#I+Ef|
zz0QH6C*iRMY)-G;@3IG7&PY6#Z!46Gxk4fyFPBRvP9CqS+26gXB0CK4|8-;s$o}(H
z9n62Z{)(vo1>gTo?hbc89So|7|Cjvy=V={Cc(^_x`@b#R-@ku9^J4DVgOTZx@wYEt
zzIgcX=<c2OZeE$09i5$iG;;Ig(Os+dY;C`NZO?a`Gu=Io&08}E4)<^VE|t$KD&6{B
zhdR$*-g)QF+55LIpE$m&w?C99HVthGA3d>Y^x2))bF;6ZYG>rp^zF-ce%gCw&v#Gn
zU7Vh}|7u|hHvaQ7FJLJTzb|<H=JhO4{hy=bU(Zg1Vc|D$?Qizd-|e3L`;D9X+q(Q_
zmqTkxxx;O-Ow{2@_}mUdQz;T$T`rYEK~GCdF&sJh<Gxb|f9$K|b1{D*=^HF2wp2=M
z3&mn8X)zd#VrigR7j&9o+0<rk9kMkZbBU*->Q{y4k%IC@hW{YLe^HP>&8r^fv`@QQ
z9(6ZP4B4+FZL3AXBAt+;eX)*BSfkTkOgV4&v>XcX_ct=%7L`*K$4sF4d9mqPQS-Fe
z{H)UQw4#Lr!&pH)mJq!x>Ti@9d#z0!_KqjVhhL0cKG)HCw^4oGLRyz&WQt4(lgTEL
zRFocYV>1a_HVNV9NIb|+Mx_3LG!T%v9bC7C>N8=}F8n}(wK*^7@se#?yrYHcwX)nc
zw#`g8wNhI2IF+haqp4S^mkUMT^0~Ea8VX;(9KCEYvAzbi<ZDVpErMM^Y*>b^TS~&#
z^O#hTfUIsLnJr|i17ot(Sgds(H_@cWnl!Ym+x&fdSD)KwgDNx@xzAzDY2-!%TDg3Q
zn?Wx(HK%2bHWCe*O?v&74z(tQ=QzH?C79BKt5=VY+#k7nYx3Ux&E<5A14A^DglKd!
zzgyYT?GHLBY>!A1QOZ*?AabQ8fh2)|S)1E$Hl|b}7}$d%pl!jYM$c2FJ{004;_Y-S
z0IQElPV%^EG1rD~Fr#Zh1`o+I2^Kv_B7{i9B!iY_^MQ@`5s@&B9cFM`6snbscXOaO
z4P!u1W;({pB1G7v5Dn)ep~Gxy1d{7$Br^qVBG>E44NVkG6BVl=*X!vkY~p&424#ct
zRvy|U`Z}noYvo{-WV~KTwJ6BVtlCD*H&GthOUDE`BsUZ1;Sl{Ix`RtnU=~a2zqH8f
zT}?!@6f3~|iM90iT6~R-f^py){3NWN0J?E{RKfLfVG)nlp_WS*FS0WT1|o|4%{R<1
zzG-ZLVVvqD5sb^1=D}Mh6t%Iq1v)Q@2plN9ZbeNqdO7@EtW2DPP0TmT``s2T6{o_~
ztLp1@Xl#%J&?%15*m*i9OGI*fZi>$Eqp^N0E<%H{IcAd0C~??j1PKv<zCa2jb_vpM
z2}~!RVgY3Wjch05LKI4jLJJb9QG}J_iK7%YY%U5+5sc&&wj{&gLlQo)^ic*4+y{A~
zpuiX9Iid`mS7h@mJaL-N?vN@nJTN9OqI_0Zz=%p%RvOmNq9*y=j6j$Y2ooY<8em;6
zZkLIR5>ZJhD<~ylF3mw`2s23~jVPkwd2|pStB5H08X}5cw~PS>0Rh)0U<YNqh=l1C
z(CtE&OT-B&B|*8^&S$x$+^|j>YLP{>(p9bI4qbD*r8Na{3c=8k-9OGx&%K(5{_bbh
z2-!~?c7Shy_0Oug&rtrEjR&BwV*M}R{`r&VA*trm%no~Yz}$&9Z{EIm)8|XJh(!IJ
z`AbKC{BHf=&+q4fjX$z?_nCt~4xc@F`Sj5<$A3J$cl+@}dmrDuF*80gJMj!0b2H<k
za4k$j?fV3z(7XWwd^O^14gei|av-I93H&^m(?Jgp`ul2VISA<%pwYDo9}DvfV841f
z1(quaorA&u_LXy!Plm6Z-?M#7v0O41+l(iU4P8CGIUiU0+@xHN)738SE6Y}uRb3h3
z=6=gin<F1EM;*?fE#R{SeXd|Ck*efV#SB#Y_{*itiIYb_nFh<^s=)hy1KEFt@=q}R
zXW;%T9RFWG{7=m6e_pRwXLbmEtuEXlPUq*TiRX{++@BtKwlF@vF!pTgn*O~zH{QE<
zac1h?@R|LCmC*71tB)UE+1+VrYd3cHIXb%Sr8YxbXJffXvvzy<!0~|t2Uo9KolhqX
z-ms{$(ztz3>B6PmW6$nPKO32P_+aMIof#;(KlJ^Mp4{~d`=-W+p)(c=WM2X9zkCUV
zJ*4A&{2794AWXg*GXG-Y>4TeB{$}v~8*lV?i|qMWaHy-jH=oOReF=v%AMjV=;oefR
zknrr=y7t7r?dyBn(>`a|-s(0sAKCf+*~35PqJF=}+?EQj&!pF;GpoAVE7?@Ixh2r3
zwY6y7CQI7ni?!-ITEwU9%88_Ts@*)&)il;An{AVfWM$(WE%ytmdj;vUF5Uf#X<LiH
zj#>==+x*zbT4&(x(NPZC&<8w}D_-fVV&iZ=@UkQNs^2uz)ihad8q2H4a`KsqbiN{(
z$#PzGs7@EvIagDn*>WP5dv)jBhnEZQ51hId(eLo0x}$YL*D|}|>uiMD-zJ6Jxk`pn
zPO-BgPRPkJ+vskO$mbCU-JF=4T!~QD6**h-+)`_uM~m{clDrngZlW|d<D{xOnYvDA
zA-6hc3I#?aK&fO@m6$=r)-Cztzb;?22x(a1)TtdUYAKh2uWwlL#nNTp)Dj5<jhbt<
zu^cXf)kZbyg}O#YBM)ojQ+!fUr_GjCt87$^n}v@G1#UV+k3#F}P;r4|YbdeN6S3i_
ztDXMcd)kt%`~V3bL=*ZAEr-^0uJ4Epgl*r4eI^plk0(V*3|BoNSOYUP&p@FD@ra8+
z23c2*z|E6E5YCD5c~PaP-Kmc$*&Z4y$|e;+EDbFxC~BC*auJ9gI$$U%K&NB`{Gv?g
zqYymsb_gZOVu2#vgTcW7o@4XkFoTm2Cl(Csj3|Q(*{w!QgO!T0Gx2s7-oqpN`D8B}
z=RoRg)D=E1(a)n=XxLU#gPvHYB-98nOW1W^NYG!Ix%CbOx=Hj6kG_aU`?g8ED9~Eh
z#I3_GS%h8k2PWo^V&WHS;<r8~#zRMi`Q(TQ2?!|;Hcn5fl{b7PtN%(&`eWSA_v)BZ
z>QX6jiCswX@F<XI=fJM0|G)kZLCqo)hhX9mTRB8M9cy3^@&>h6$ZTA()PSxps-znn
zt!rAE`lRB1u_%GU<_XkZp0vysCJ>~g6cw~Wj{t9C)<b-5mtDUq;4mYUfLLgxP%Q}E
z%j9?{bRUtD<#00$dV)@kgH#WV4&d=oCKBb*<6KHvMC;&C!Zd1xOwR+d6FE^l4GaZl
z2GzxZlpb7y#Y{0-ZZyu(fQwLBF)BC56n2YL6_zMNVP_cvAnHqEafZ(=N<~>n+Gntn
zR5qmi<+!|Fg}Os5?@>0TtG^LeRxFJ28DSwKuH<DDf}$K0cZ!k{9BuNfLQ<3q+pB6u
zUQ!|~Xk__DQCi3-$~fIE@|cEaRng57#KNQLnG`jZY!gWu$<!7)!$?Pb624C^1b$w}
zqz5$`n?Tgc;oIeMn@aB1t2;veUCH8xK=Saw`Xd{6{J44N*`ueQK72Yc243(HFtvS}
z%^{<v>SX^_4-X%Hy7OmyJB;(6Y570HJtWmUhZXk3tI<(F_R)ofx6@T*H%cTuZJA>`
zx32E*0AvR?9<=di5AMHq>ZkL^AvS35fxX|KK7Q!oo$L2+UAuAl{LO2ZssS|*?*WKI
zBF!Wu$5snmCgFmdScs_s9o_9uZuiIc??AdNe8P0KL1t_Qx?`p%Ap{<feIC^LW6vJn
zy$hZ1*Uv-U%%S}|JJt+3@;ON&#oe;rw`)VZBdd1Vq4b&G+o|X-NCyhao`Q6JuVJX&
z+#a)J-0rB&AGG?yZcireZ_foQS${g_td!y>PaOF0p}M>V$#-=F4tt0H5*z;;$o?7Y
zKhNX8J_5?a{r?2ASNq>TG4LQ+ud3<bs%qZmUXDL`Jo@nd$M;Z}K7H)Kwt=4X!5=p~
zxp(%)*?r%yFa5BkxMf4Ez1`sTvHf8|G^sS(k>=K#Y=^7|S^~fGt=$lUqmk3e@<iDO
z&bJNU+B-LM>)o62vB$$VFC4yiY5%jEhprsmu%R=!Z+qA9)%_Er!wYj0pptw4`qjs(
z-)-*I^QUvqA1%y1oqhiB*7cKz_HX_T!2O%O^mmKwDX%TzwkDmnaxmDNN)6=F{e^UA
zCJbdyc7w{Ile^8$3BMyB@q1cZ0%p^N!-pSVyS5#e<Wiw4moJASm2h|<ooNe%qGqet
zWb$jQL6Oy^F`Amh@h0v*uYRQDo$jzc$Ox`RNFxRL^FIB(tQ;h83xk&Tn>^R^+LDxW
zZvBC?Tla6?v~r`{_<bvPmz93b!+E{ddV5vjQe1p9uez1f-b(53CR!e+^e@_sQx)}{
zF#CRtzdPRI^O#JHvej(fQIp}#^c0Xx@5k@n`7XXON(uYWdiA1^2S3yg;q9D`lAygH
z$wY-==#+PoT{ec(#`QWmUMDH&#$<wow2Ra#_{OXtX~je#vjGNkGO4b1#n(%hFG3Iu
zg;<YT@im>&(5jPpZF;4EgI!vS{kC30;blFsv^T7isSyly*;lpy^1DS;3d3m7*{sc0
zlfvyVyQ~2r!sOM}x;ZQl6p}*w7?a@uG91QU9A2{MD;u8Z0go6R!dDrsbr?$n?ntR^
zO}nF+y2OgDD}gjirKpag988-=&@JQJhy-T?-i0O_Yf#27mqROx8R+!d`Z$T0rLpo9
zb{dbw@T8QGI}o&Ot;7et=CptrK?o^6@X1Uk8VlxSFZjr4NRUno!N|#Era4tKPcm6C
zIx_*;FGQ*v1v5Jh6kH)D2W-(^5&~>IRI3CKx&?!B(eN=DC&XriSactY0$FnwYJ-)I
zaWL=>D%MHCJE`PWDqcaX<zT;NHvB<NSsZSnMoe^#d>NPXl?tYB^YXMGZIabPmMr$$
zf2OVYr)Ji-K?TvxXbABMeh$vXK$*xjI{cCr;&KzUp&17Z{O?l+LDV47@vv$p$|R=f
zm}nCNt-~+H|HJ>u`TF-_)Hl?ne?TqzAE-b559X3Zji?&rpZ-Dc)$hV0@}RA;M<-0N
z32h?AdcCGoD9kh2892i*C;<jOp=3lFDLw@us-Y(}+=!GJ;L&ml$x5fK-E44j7-kC5
z$3zk$4wT)PFw4StY?@4t6A3XYDaJu!B3fF8^fa;i6o`jL@ZgAPJgrD%$4N{(LUW3_
zVHw{~18W{R1>nx&!0aEV^CM(-jL0rBge5vZN9APcyaHF$p-|+6e7IuZF(=dFWM-Vg
zNU)h@v7|$$>QOWmc;Y;G<rIp%6vlIYu2q$7mgO2H1(iJCs7R`$F&RH8;g;k=KbsNY
zb4ohZphLgXtR8HU51Lh}W`P|#dMv6<1C^^k9lU?~?EMqxVtT7htdtVTjZAvXYU)iT
zGfuZztYEIdHL;{#oh@Sb4|Vn5zIgTN#jAHtUVQW7)rZ#~-psw8d;a3Z<izariPtaZ
zs$#iM*QWrwUvT`>kp3CmKR<qA<Ex(uAHrz=VjQaCKutaRa%AM)t5+j)b8nu%>h;Er
z67kC3^2H<j)~)J(`)=;_tJz&!H}BoD>Cld?d$w)Z^TWnnJ2o9XwCBdv^TXFJT)lMm
z#?=eAZ(M;mnzJW=0^<F~<qH?joH}>%r}L*zTsnISo?kw9=I-!ycz)sZ@hj&~!(rg|
z^~-l}f`0zSqq{dB-@A3cnrw6J+Qp0KPoBJS;p|WQzdwFp&88vWKvz?LucEt4)LoLU
z=`^hCHHZDQd`{3&k+o&Somp8=MX{<wv#QO|o3WJw-n2cCboeuVS21Pp$vb-r?qbT;
z*%m%^a_`5F3m-mKHR90G4lDM*D`c<w&_Ai-KU>~latGu2yZO0^M-MKXJa+EX(T^YI
z-o2TapM7}v$90GHtv+{R>%Jelhx+}+oVKf5-`1f4VPUC5yJlmcXVBK_z}mv3%8+{H
zX4AlsVQ|3M)!iJ)^V-%oA3HX5^V<Fgca9y|ziO!8JJfI9y59BO8dpb7-BmK}+SYdb
z@Rl1_PQo%BVErSkMjqcjy>IK;W8dArbzu0$-XDML>+SRY&EWet-stZZ*>`PN*_(-G
z-HyD+Q}p=(-`7Hwb19PzyDE@gnTkX_Hm}7PwA&&MmsQ<tR~uFqx(7N2!--6b-QJ?r
zWsLScor9bE2Lmp*QQ2e>>l00ZeZ`?m-~F&-<G`xU=+?ODLbPe3pq=f3<-6*3p8u$z
z98Wb(M8z)(g5e~;M<LoA+g?od`HP{HLewK-uh&U-o23W5N|Pty4mO7*_&5VoV$)Vj
zB?oM+kGnJT+d8MWR2KI19bMTQk7O;a?vTP5Qpn0K>*it~L{B}Py0dkA%4)84L$`|`
ziAR{`*5#29IT>U7-OR9;n~O0#R<hZE*lbLbmC$0UH(4;|R*HmQr%^6eDi+J+OAW0E
z6wS+(1U75AUQJU9F-!_Z%m*QyHsZCq3`V!kS@L(Z2YXkh*RISDm1C8-HxY0JghG+c
z=5RX$#%8BRYPJ|cnPf*Lo=xbqIk`NHK#2((63<)|ZdTRoB9R<;=sIDign|Hq7;0-<
zmM@R7nBAJj5(wJsZ~-jW)xfdU)17!)%ZfV9@})s8$Him@$aDveY(Qb{C_I?I5+LCw
zld`b>W`iS}QQ~pB=*$i}^E<nBdn&TCklq*$6jTx)6$3C7g>ei)!b}zz#DWM7vf98<
zR;XsGBLM>0UWW$jS(wCt3+Q4mhHAnQU{mbGkzF{lmk6n?gqE6Ru#`{Ac~OKJCNsc#
z2FY&@2Fc5#*{C=x1{EMvoFs}0RmWKV1+nITGEl$QAYTO<2>}CDt*E6l{v_Zm@;R1d
z{L37TwN5oFWDo_LDPDPPNZJtO!RjAtAuYEdD{M%;nY_YIYk=Y11w1*a#?K@Aq;v(j
zhFbHll)69Sm;N(p=|48HS473^v_j<I(>M*^)couJ)3E3t75I7|hZUsJ-E2&zh2H0s
zl(e)#lc*%4N16C6h|GloJ3`Qb-d;iqXc313<I@oRN}`?BV5Kw!nUJ$b?9?ld4zxuT
zd>yXF0yhQZn4IPp;Zr1H2a8=|FcLI47!dqCTtY$Y)-$?Q1T(4L)X)HixDttzLbxDl
z^C`eW&UcfrK{Bx*5R@gd7=s(3a`Mo?!VqVv+%$ofCPL&62V(7GR9cWk%y8K-rx&=w
zB1fEI@W2P>Ba>k}-!4+N3za3lv>+7a#e#xD<k4{KV#L9vcm+(qgy)rV-C|}~$}Vce
zQ0U|4vC?X3SF5_SNmLNiDk^SD%lB!ymKISoY+E<bxohqEHHEHqh29;58+WYPG|<sm
zO2jwz^gOzJ{o%!%_s`!Mz4z>=y(fAK14F$VV0}IJa(ZlH^3|K4C!fzgdGd68^vTTg
zr?B{jwD!ODvsde2{wkNIDwY3r9S<{pm9!t9n0Y=`4R?L=1d#nPnA|7lyIoOW;|IHo
zXAkUJ)!X*w?HsW2Cl4REcIw2V>z5x6U%Geu(uw2y&zwH`_|fg@=g($djK7?H4jtdG
z7vKy4t)MU8KmaLpeZq$eFJH}93)+B<e|+!G^RbcHDVXJ}bUiS;)!cYs>;b}F0VhBA
z2E^De=i#t1@%X`+V>?eC99lbI?I;3>GrKxieHBrERuQpNybeMt!Omp_rHrJvq=Dj|
z_MEh@*wml1cSeFGZ?qhYb!S2Y?Vgoo`^q*~N5S6P6+Ux%&&QARA3nYTMLvwspB4K5
z1qI#b+_}$_`(Lr{zs~HRb7mld=GRgE*C+p;g05;^hYfp`Pk0Z$JV>_#f8N5Y1xU+Z
zxOw^F_ZwFqI=KDZ#X}FDT$-7=bNT$vb^Y<Kl6~c%udB=C^&y?T>OhndO)@eCaVjSX
zCk5^hTj!|H_6ob#D*INc)~|0}y{<J<WOr|F*|s&eWn+5thGbW}A)VxuO02FfUSF@Q
zy&@gzweQ=}zH3|0;eFrDj6eDKdg0^S`A1jJ43%R29qyewv-=N}w``4c^&5W!aQ|j6
z{oNw_ogIA_Hg<2$C)$I-gwq?gc`MOW!sf_1ouQDwtxy~&cJ${v*Y~geY4@Swqi3%l
zJW`AX4QiE2B$IH&&0_7^((19BkB%I;;El93*`j81zB9Uh`aW!A#x9>dlJ+}8GWi;<
z_G;KQ+YxwC)=X8vnXY-9ZGM{5Om*rf`mJXY#(uTZZw&>*ahFn;VyRZiO{<zM8G&?_
z1JW^_Ej*fuO?S(b!6toJuS=VnH)eykc5a+Kb>!MlhbldtnifN|y2YY4795eB!9RTD
z^y}x7hxTl7w}?|-t;r#>tGIfNAnP@i<Hk^k@A1-F9o&GK?K2`K8`ThCH`@@63Tsdh
z6ucEK7sF=5Ii2WOgj&psBLSX5x+0U(d%R*kf-)$@$&fdbi1|GMyUmx)cKZCOa=E{|
z+?feQTz0q7;^ZqE)1`vP<>C@)$YQhz#kR=Il}NrT77s`PTcLjh?^uC#V973oVZcDZ
z>2eQ?)bG%3iMuugtnE#*5RF_A@v>}cj6{y%Xd$po;i*0<*-pTkP$<~j+6hoBPVo~-
z9z2AtHQ0elB~x7tb}JTVuSch=4r@_{%}nwb2`Q)F+1h6}wd=ItqKd&6X+W79z$(sg
zLMA*YuSCqafb3_WBRpnKBK8s}9vs<6q6ff64aF-IdYZ-#G3j0k*@9}YHZ*t%q#&8<
zKx5$RBv`BzneC~^o6!wsN`r}3Z=s{Cbi5Xe){`j;Tmz@>8|tz}q@{n<&@pxaNk#h7
zD6iEwFITFTC}qo(;x8@gdIM`kM8?hQ#1%U~;~+Rx-?Y+}=@C4q;rC+dzsM+GYpRC0
z6=^m$OQD<bI2{+K64c4)i`lh*Sn-E{SoFL9yY`EJY@wmDQdX&vpK9a;z{1bP>j;on
zL-9g%ErZrdMn#2`ffi}Ef?eW~3tV!JLoM;D39H~M_c9n+wKSn-2juvIg<}`iH4?s1
z<G<D5ma7};98^-9RuKeJf=aN_DMlLJ$iQTc;s8PnQVGy*<E7*5)OshYAt1&@rMSEn
z@zcnV004}Nbp_5%pgSlGD+MX4H3=R+!{cUoEZE4Wcx(?5Ul0p(Ty7e;eKI*oB4;VI
zB8Aq?=4D9aI6|!`WCfWt#9#!Vv<_hfsLU)^G|;H)ku`P-<h?>=k3iWiY_xDWa_DG4
z!w(G=Rj|r>X->@tO=hxD;E>Q=Qp7K#1f&#~2x+8|8U>PgI1>n@+-6_M;!ijuA(J;?
zbUqrsKlOBc;?d(hTeq(6>%DmP%)5oxKfiqY^YgbK=04mxePi3;=Dk1sIQMelXF!Wr
z3&(bRzqPkx@5Z4U=Z;N}J%mN}%=qNO)XRm*+4-sImy-bKqq7sR{(ky$a&#W(ZUAlw
zX`dXgdful2++kpcojcqduMX@}le44Grk*~YgF29z`BzU~6deJrOgzw2Jh6NGU}qcn
z!=U^0*uFid4(z#b;^3K+2hW}T>DZ6E&mKE`_1vk;XHH%?_0y%ZCt(b~b^S8r(o~)7
zcZTo7b^8W9d3g8cy_?srUp_y4<suZhLc!~^hxa~}zCm*<)b%|X8-4N&T<Z_+K#}Xz
zv!{2jT)Kbh%&xVa->-^o=(l#}gvB({(az~^7xuKtQV~YPPc5W`Jr#9tSq+$;E3hjC
zSw1T3O<Vetj@4P;#&T#d;~2<VS9f`PO0Ilbvu2HVc=!-x$-pQKn}x}dN%*@$1`Dv?
zAj_W~pB{TM`VP|3A#?Tp9DD*q)_i;q7x?k2kDvW()to)hxm90%SA7ZQez;)r|GAp8
z_xkl*HNfxX)O+ZEhx{EVNPGS2)jV|Uz%Q+u8V7>&4{zo_R$r~g%~kb-5Zd?Q!|dGj
z>(?&<*%v@#Fg*?i1<<0;zJMIQVJP5xa%cDu{ImEjHMrU^xXQI{M|AU6SE<w#OQ_4;
zwyptBG_C3zGN+5&N~a`|<hSTaO-&S?m8P{}16fwGjh6x+L0{AAjgH<mt;Jr|Pp1b~
z7L9EQ^_n5?szD3LpJExRCyVcHXAf=m?%7%1xvl);p>-pVZ%p5N@M!cYv;gkR=i5Ev
z_L4Z47g(H_a-a5Z2H(H&Mt`@+{@}aH@TQJ)8~UJyq%#^Xg%UlfLVGCQ7fYI34X##8
z+8W5Zpg^p!ad7?5&t80-nduvBYg9@UTw$}M$)GS5;yp(WURb$ipE*!5gxkD<fi~~D
z%ZD#MfAa9`Py3PqU()W)8?D_fntd_*<=)i2&HayduDk!k>ifG^J~^=N=}+HZ+PyLF
zvH4s4Zhz9Dw)dM;d($gdda_Ar>!YI=*Q{Ib(`lV@xwok$V6+C!W_zR5E@5v-L~eb*
z<NV<R<(^7oOS4*|=Oa+k;V)T2J-*oX-oEvn?FokqDlvocT;85&)wSf@*6yr57#1lN
zHGCn)uBW?<B$u0JaMR@mVxyMqG4o9_yvxFISm+iD#pU5R-6D;eF5we8@?N)DC}5&E
zG>lFq2{`QT77GtY*U&{;s>m;E@rV^_5|!IP;1k#)njq!&o45krmrMD-`&RfTv=T2W
zxD%bRw1Y1MT00Cd-9U7pNLD=H1<}PM83-$~TEU)5baydaPzmg~dJh2|q`@*B155T8
z0ZGsqVJ5{%!P+nwR|CP0CYvEj1zjJc;2_k+MyGSWSuUwXi5AzG7T1?3+(A`SQ7#5P
z+0G;+Rl=lHkPz@Pd>&B29s<!xgkDsE9*x$aSJ)Bs|Hs~YKDB{n>%RZRsav(H&e{9U
z*|R5fw%d^mLOJK0QO-GM2}vN55ILD(Fvd1EV6brj8wVV4HU^x?m~3!6w0q{h^xmK6
z<J5e(U2m(@NQF$h+v{CxJ<sp)F<@Rg)Qp8jS#%!;??&Q``A7qFZ$S_ukV9yIf&qqi
z(5geN`T1@X%8SOBb0MZ|NB~O=B1ujJ#)yXM3AqMxjt-llL1t;uFbNDs%RWlTI)KkQ
zfX&#aAi=|OmW7k=)uBzgT#Y`<?nar+Fsl}6U_sqXa4mt`7&%UPrcrr>N%=v-%HX2E
z)zc1}N$FO6wwD6)k^wFr1}e3foQZ+{NlZT~Bjvyke22|WQ_`>+c!nR7A0i_B6hx4P
ziE{A)A_72V?O2pFH%A4{4$`pILS_}4Tu#Fzd87(HwS-Bo;;@ozZkSAuvFK4g$;HUG
zvmj<R%q}8o8CXizQ7#n9&&mLTKqn3@%g&VL=h<20gig@pQ<iXnm=GOf5~3_zkd7?m
zVk(rhgp?4MfIU0LgG2*PEWpL<AqXe9kU$Yhi8RIlBMzbuj&?y2el$*(o)saGBUmC(
zya%8tKMWHi07W0GlEAJYvq9pm152=gjR}<zVeza;e2~ISiX_!yX^cb-A#s3sQ%x7u
zG9*zB-^XJ3c+`l9mQ?Z@w338?<)V_b1e}<FR?)Fe0of@aNk|}78Lc%qLd7*!Um{sj
zKYZ%K?MpW=pS?JIZs^O$FQATWy;~o>aOpztxurL+!4eoiLO<=XT7SEK@p7>*kSZ<)
z1r+=_zx3kijh>DRjmhDTy2(2uyBkZpK(q#UHEX-StnYx}Hc+@fY`puhu>^oGd)l^@
zB~a@>Z0r?u@VE<Tv}*uH2c&c>K=8H+hWWtuzPz*n^4C7@zTf=t;pMwxlM7V##@e!x
zzEe%rReP56FTafr4vd~ZbMtclwJYbZjSOEpdj_y)Uq5{e(qU$vJe+y*=*^2~V6G0%
z;@g*NOCZo~9z23%w|5J(bFZgop6^xs`Il3G8xOX|ziaCDoN*wW9e`)S0mU6;wS(Z-
z7x(Vm86N1VOQgc;>X@V?K#c}46&2L_I>E7Kc~z2^h|<dA?8*eMI7st3P=!UfvQlnE
zT+)!xHx+4*m1x^a^>u~H>ae<@!jwvwB0*MLyJ>QA2!zDF1!=P{Z%*F7_Ugsm_0_k)
z4z|0sv%R_tmi)f~EDTVK0lDC>pZCzMz(2k>vfo>h1G^k3#lVBM*Ol*?(e}K1faD5R
z=l~$MM}7bL`OBAIK7(P!XK-5p1_My*KYs?ix6fe74y@$Bq7U*|zktp4*N-6geD^aL
zWq>CD=JvN=H^FcG+Tw?u_1*U%p#J6i?Zvg#R|9<=g9FE(J{*1e;QEDuw$4s>MHRCs
z!Hy^B<tgxlV|UZ7K6a|Xm8`XuRw+tSyz&&^=_H5+aH*IiRwH#zoI6H}CYjzSDFOmF
zn~kXkZK^@l++nYYNo$K0$C_--4W^<9+wR5s%V_mgg2pcEx$Z#MG0&+>^>bS@TQf7~
z+d9T?4qt9dH6^4K<*ayuVe?_T2c!R>;QrHI`j@TjuTQ03bXQHDX&&!v7^qElB#MqD
zN+w3f9*o{N)=+De$c%KMy+Egx>D&(A^!;aB8yn5N9Wu2-%9q#-E~DOUFa`^Yn|#qa
zy}Q&_SQ7|02Tj#Q-jed-NU|&v_Ib)<iDHk>F6P+y)C#NjY-Qt{(ee2kx8`n+z8N2#
zx^v^o(6HI$wef*G->u>5L1<=Id0U0Aq)6j^^Lnvo=wia<DOBr23SC5{FEJWI5*|O}
zfDMZ|8;pUx=Gx{ueu20E6y{vCjL3I!l_D5c0&w4Qal~$_2$mF;94mKM$i%{cQB+f`
zce~kC!a+F)84eYAytFW&tQ#-_1-!sW_IN}Q9m{QCYL!GLA3@+?F-$THgTug)Znf0H
z!ATit5<HWMff@Kb1B*}mDV_Yy5!N^9hIFhEh83jekbX>K9)=Y_NPe!w0K*z{P{uT*
z{0K&a7u9%*YrGK?P_JRhK;#Cb=}sugiJ{mq=m>{lK;_xVh)%!xM8Fzm5}X*AkAMRE
zTn`rQgdqF~Y$1slqT*awm=g{QA#g4P7L<4!Jl977gm#(&i$VSPGyPz?JR9bR;VTHt
z8lEsE6~#p?FN@%35&?WBNFqciM386d!eN{QLWslF0+}BqM~8uU*|>;+WJKiXveWI5
zd=Cnz&4CJ!q|0;ioLGV>H{S|{dN62^v0{V5+$f9-wRf+u!B9Rxr9<E>SgaZYkzvwx
zq%1Q~zvFU%=D#2(1AllQGHpLPb3Z2Y2N5nKASK%Q5RVdJ(?WHoOiM7+Uxapf5I#N5
z%0kGXM>(0_ig7<0RoOz_A-f~PDmdz)WQWPwQAWOxiB;fXgq%O?iJ5Bh5gz6TF)d9<
z$zj2>tSma{xcy{!2!#j&6FNN4fy@gNQE?Kkf=PG5;qtU}BRoGu!xzyB#bitcmz)q%
zB0`djj`Gm4E&|E|g9NGAsDNal<O!h%jBK1sE)tVSkOPM?IhmyN!)_MCjKy&dr?J!1
z92`np#L$<t#|sz%E~&~;(Ck*%*d$3azd5LGkLery@*0J(jLWK#N!l#tdcCe#Ac(LT
z<pqLzjl4=CO)v#<CNIGgg{iDsg(fMGrUbGwrT|2u7jvaajywWz^fW;+TWCOFG%%2K
z&o1JLbRhl)gNt&3%AE!_I7SHg_m7N{nK2403f2l@R#e6cN$4RlGc4j-84MwYK*&cC
zp?DdcYZD0_V!lztm+*x~tIG=(L*=Q#^Mh|DC)XAiH&<7;KrR08>BX}t5JfvaGCp<x
z$<E@!2e3i^{Qkq=KK=Ul&qL>WJbHy+FY9edJ-R+PF?9OTK=-}g_UorxXCB@F;I^&R
zcN<HqzpR6Xee3sCJAl!x{;~<GIf!umy*Gci{$XtswDUWw>)R{93b*=k3%J@hKye4Z
z0HCS+u)HU02R-}y^_}f!3q@MHiqCDRDY<aEv#F+P4<qyW*Q@>KE}c1XeW-VIxbMn^
zfuU19pt6IYx22cUz+^o)J-PUL2JmWrFXeARema=C1F!uiz}JA5eD>AbnaTOr(@Ssm
zqT2yQ?SFc95c~>)U{)5^SC=-|SJvMxuFSoeeg1Up{JB#N6?JiIS)jmY!rKjya0pXV
z&2MRvr$FZzqm{(yMPZ81hO`=T15sSOm{nh`X|C3F)EU~U)%7I>6=6}t&W(BtO2P)e
zi`mg;o0%M5otwFTePCp;;@;@7hxdk7mZm;_*xcRT*;?HN;b!121(MJA+Vee3?B4ks
zu-$(FojP~|WOtxg1H&5N=7Ey^5mfkJKkvcnzy)B>vA*|3P}x8Kj?@F+16&LML=Gt8
zz)Qb;`SJl!UH9~Qz{3COGjNju7#wKx|MvHfUw(VPvA!_>=EcJ7<jUfUg}FyBr*Gc9
zbFSxPc~@uAsZ+^Qrz?9-m7F>gt!+@(H-czgfb$Z><1D+2V0P2O#Y%^dZ*&mD#T=KH
zC=%r`X?bE1QDMSbgXC~IBc5Uhiy5&paY>~*6c;tL+7jim)@FNay(tml27R<xu^<u`
z78gr>HhMh9O(tcHHI}nIsrwJFznGo6bN>9*rpopjXIX`~B*`zWmX<f@u1*~Pr<L!2
z@In8wm3{VX-Rm>8(<iH+c2(VJtvsJ9>Mk#yefIq8htEs1FKY`UK8Y%1aA=i!oz7eu
zD?4%WlsA<S$mCMK!eaF33?8x4D$%;Nwus&yb$Ci0o}|hUVG5*~d1(S3-KbExHI{(R
zVipPji9mM0IIw(C9zM)gOdjvu7`m`_p?B^=&*a53gU8#1RIU^+5pp#GnoPk`ndCN`
z&h65=>S|it@q|lb^h>o4PJxZijunWKDzP4xEj^m<BXX{uI(MS`q*x*q2_#qunwpK`
z<zhq#92bF-1ACWU74<s8v3Sr5TtPS`i&hr0MnW1f7ZI~7TRWriaz)U^u&VJYHA!J&
z+pNO2sN+;)$f6`s$k_;N9{AIdOrX;sNDT%Nq5~&2kpqYD(Fg;VXXcAIP&D#~L+I}h
z>TwLOKxCv)#CfQKT&x0AZ4$#nq{Uc5CyJ`f#yRMc21mHs>@=eZHYmoKhj!#*+;EB;
zLz8D@xQQSg6>BFT6B2HjjPIx70#tlb$}dxid=#=ZAL#%!6psT=Z5IaOfk9#jtPhQG
z<B)C=(#6E;88|{_de&dQ<7YsEdx%j^3@F%f_!0r9S}OxK`5=QBAmRL2Q~(e1)Uak$
zz5xMuQ)y;E5XGQP029Zi#6&Crr4j!4tvNe8h$mT)Xzr0T){!(FkW{5-X#t5HfiUGk
z%=u6k8Vhn*EHD%>wgV)cDkmQR*u}66G3tm4pJt=x203Ui15*Gwf<3$smUaM@a{!z7
z0}Jt^k(r?;{;Z)N27&BaU0Q+pua;oC)teLZQOsPZ8kJR$cSwplWRXBzen?p<G@#4Z
z;M0xx!&XYVhL9&j<<j7PDnR|!!_Ejw5E4cPgP5UV0Z}@&go-cYU`s$a9iHk#qMa~k
z7>6z+lWLjlFt~@n5J3{Yh(#@;5#uCm36E;0A#`+@2%EuyALivA(7@A*W%RHZZ(%@`
zq-=|jBBK$|8JRf;4`m<yiIkTngypHwSR<Kfq_bRNc1y%C+8*_CNZ?M@>^1cy{Ec2i
zOwB1Z7jz_?r>ny?dRd8>+hQ}0)>VzQG=v4*gk0pM5l)6&Jz;O1QJc~!Yt6c29^1K+
zXoJPjVAR!VRn<C8z0=WTu}0{OVm_}@qo}j#EA@&BrKnOV@iLfpBC%91Es_WmGI5y4
zc2Ox&fgsG`hUml)k7}W#tsHQ7Vwl-%i%=?{^2I{%pSs3l@CNlZpGs3`v)K$LtHV>0
zOtl{GxN>Rm@`b*0y(jP98{gU8-Fg4v(!g+E=b7iX9(`Kb++LV_c=P)7^M|0pTzc_%
z>~z=hM4&C<9&E3;f3frK+13YVTW|L?kDO|mdU*3A=-8K6ww6IP-z)3CkJ&-)+w%X+
z-uHZP8{5kp?^ia#*<N1XS_Z@UwY|!|wE-ev_5^tER)1Mq-hH?7;ls}R)t!xpZ{jM8
zR={tpDIGl1d91N+j~e&s3uw~McO4t)J2`S5Xt&N>INdXT_42d3cfffxeiNLh_wP&s
zZv5j1;1P`9!I^rxC#3^(_$L#0pFX$?+V)q^p8(tYUUxt90yOgTuV=vH+?(lzw=b9G
zUM<eP1Wo-LprgM&a`|-UP<KOp!sgPF)dg8*Q*NS&o~+=+3W?DOAyGsvEuzQ6<iap9
zQOPN;;5HxAH8-nHb{l(6=v(S#)n&4fn-g?NN+T}6L)_64cr$rxdw%iW<$-e@p8Hp8
zC+?nEUVifB%le01pwM6Yv;%r>P@e%sXRky5y@Kz}*})JUDDA*Z9+dUHM*a(6-2?49
zh+PAQcu@2~Bflrf1788dbim66^NrtId(g7K-+sTe^6us0(&YQy`Hx?BKmWD|z5_!5
z@V4Kt4PU-~+5Gyq^=;s608@{9Baa_kel<OM^>TAtt9N)f+1h507D);d;>I>}Z+~g$
ziRhWL-sUDvO_e%P#43!@V`U0&M8x1`2&H*O8&M?5WwWyR9JEk~*V=H-2&K517fUiL
z8x-}ewz4WiI3{g99;~akAMY(}X)#AVB(o6`NU%FP{RvM2kCtmzqFsPD(i*$bdaSSR
zSntI6)~64Xr%sgl3tT>uKTeO73aXCThQ^xzLBai}z4R|z*<YWjo9Rw2oU40vqWn=y
z(Zi0^cvn+rY4Pmy$@R^Ji)Xu!m6X;Lm3qJ;PH(~FWAY(LyhzC9OJ!`OvcMn~>sWjx
zjw0aj)H0D-D{-i#4!+pH;0W1Fx|GF|lUPy=Q$}E^*gOS?#fBmj5X6nLvaP-ot9=b`
z2C80-wqNgSR`93-JXcMV6$n*qx==*sYlUi=P)1Eh!t#-LD4LBVF>;a2^lacls?jUJ
zagb@eL(mFeaeLbduQwzsP!bV%K8kE)ilPR)UvCNk27b_E(upHcXFL>!r(-ckNFigW
zs-)PW7nc@#THDKl5rs}g)Jw@$72l>Vh#0kZPIkS2b*s$5H}jxDB|W0xdsvJjF1LtE
zsNxVzECvCRPeGw{a=AsXrw~a$|FADFBio`e1oc`IjUtDkHBf>s591?H05&Ab;%f6y
zq9ZvbfH@Twlom+*B(ej6vhK;=;0`#>3daf#95TS+pmPs0X-*Q(fXFj|Q9Kb<D&bkF
zSUnP9$Vb``Ai5M|!{!^IY39tMo{St966Pep9aID`d2xWL{>SgX|F?hVr{@+k`B5Nx
zhrxYVOqfBbkc)uhDb8mEN!TC`6((bYbSz-InGsMxo6$mH%3O#Fl5Yk&Iy$A0PBi6Y
zL`lRLoetpPQW#X2pRdCcnLi&f<mI|CSThV}f<o<Rz;(wOp>QJ{#XoRZaNsca-~kCV
zLrZ~ZNSQ`bmXC*0<1_il!<dW%sO&TfCYyr(nUwcOHT8g#pKWGm=s1}gX`0HoUt>9B
za%4q3BqKY|PDT2eggy5h2NG1Im3oj4JyOKaBjWcX^Zta-{Id$1p3+lX1)0SXXk3QX
z3lS0_TF=E<^D@e@Fc<8g9|_R1AW4VdKp}$!Y=TUzqS2#R9I%I%v6(3zyPC_YWHS<6
zx)_?qf*--<{RB(<D+RjGF2R<&MP?zyE`~;pw1Aez!)73leoum?VWEeZ$c)TC{%;+b
za-yPU@OXE3ef7E4<oye+ZANpK#c@6oAB+~YTWkrQpoqsmX0;9!7XulaiHeV^q^B#(
zFCJ^sP>2C}ff|o$4S70)_6jAhPzY3Q%r?KNx7b@$z=&{&F%GHLqC8bod_3+eQ;AEI
z{Cc<gZg1nY_OcG2rpsqYX|(lb^TkxME9`IeyDClEB9*K)=sz9~HR}v@dc9x3N!iTD
zqtRwhs4HF>)q9%Dnkr(I$0{3IODn4Uz9PHLqSUrFw)OX(YpSlUPgcbIezRU*T~+mR
zdS-il<Mo5bPcDtD+<Wlb(#q`Q<ndJ1*y*#^TaOQyRZg_EzBu3WVEDw%p<_4B)V{df
zeg91J)y~?>r&>Wc%g)x?=DT;FHh1<0>}z}b^!MNZYx&CZf4kQ~pT6^MduL@EJnn+C
z`ahjJXwt#k_D1n5tG_HP?yfBF-7tX2ZsJvu%3>6Yj@4IOJlEaX(eiij*O#wX`+F~*
zXuCbwJAQd^WT@}*x!zlsFFm|D1~S}1S$}-z_T%4m?{{vDK6`i%=;Xo99XQ?oTMU2q
z=Cymbu7l$KX6o78%;etrT@Mc=@n8!NcJbiMzIy(8`tb`Owtsl<&9ldEz>_<pfUX&H
z%d|3>T9p|Nl7Mh7;77-zgk+LgTf=Xt7dN-ao4a(WMrrLac||R^p-t4<DQRhwwYHh+
zYAtou-lnQV$gQlabU(X$eRpx|@yO_z7T>kL%JT!|cPCEGE!<gLdbY4I1ya<&5BcTG
z&hCe`Up{VuMjKe<e*FsY@?aAV`tDC)Z@ved-($q>{Qd8sUH=HqhhH{7e%c10xUawN
z_23^q>|G83$z^p7NQrM>zjeB|zow_R;>O*RPhVeqv+`v3(*~H@@4o*Ca_s=&?c>h+
z-@fi8q`#SbaP8u$;eqDsSC93cj+T}PlNG{P5#8iK8{LSaDo#gt;hEmrGiQA@)$-CJ
zX+;^g4BTgu%F>iZB!|jWC?+S1Oi457S>d2Tqh(5U`TjVgD8-4EGa5Tg9VdgyYD=tG
z-E=HaR$&gLl+_KImMU>HhVxZW&JKi99==M7@)*FV-*LXbW1@F(pyGH%vgP8PJNHJ<
zH$-(|AITlWxr4-#q_n=t`cEt0|KNlEWh?tscWSn`X11qd`D|*TH#OB=IeGTj*;G+Y
zz%_imzx!lMb#b(&v^1Hlv>5F^tqVxzxB^)LN3LS3lpM8`rxEkia0ro#X7fSGM~hT=
zxsj}tpxHLQQbS<dX_A0Qujk45Jib6Kp%Yo;BOtmZygD$jFwph1zhUymsj=a1jZC0m
zi>(~FT&z$?l^P~6juRQ#NMRbBd?+X9NHz+BA;Ad5Y#1>uot2ZRB@-Mx5m<2R1O~4o
z=JyuatzMJbXcWln!X;qHpf6BrM0%~zrc+pho`_cEfE~a?_haRBnNccX(9kNa#%Iwh
zMHGpcEEh4gG<J|F?}?;dUBCPI+3o6-*Jq+O6-sMt93wUZKuf$_rkz7~Ib1xk6oNn>
z&B#7<I6eJvX2$-syq~k=RFRX-2L)PnG}oO^j37xhEM6^#7r_u*5G;s54RPpzc^;#a
z5^Smm2M1XvHh?e%%yUSdJUh=rr2{j2jLVO5xMn0m2hH{E!Cpwbi~|MPnK~!}7^3wE
zfO^Z&LXOz-vI2Qv>5K&~Fcl_Cip{0NvSEi0|Mh?U8~adNhzNKo6fX{KL%~3LT1>=t
zQ*rGMW2fC%NX3JQw{kHfLc=*xP<?im2IQV(<>_*v`h2(<f%H=d9t^6S!-_KLKvS(i
z!`a!H1u!`6=R;aZwgY@m49bc@S}`co-Y+s=lMiL>+i!s))Y;hu*+-O^ECV&q#YMSA
zSSDhB?vXzn`tA=|KmUM-AEgtH@Cf^y;=Cdq*3QpX(GDBMxgHC~YJxc(NS_5~;R0)X
zz8i39NDwRbhz<LbPfT`MnOYY$2fuIM;s3xx|D-4VSi(nHM42TjVu^~O=c5S7{lxUY
zxKSC696}JE38GsJNVFCO*8q|p9`41$18A5jJKYA)_hS%I9J-WDtYk6bOe!b+04^Qq
z>i6Lx2MNdnG};lR6ebsBg{-86i)I$(fE7P6`~PAx{s`WKP5=JrAO4?~XlP~T6<BYA
zh2_^zTc5Y*c7NIY_3Otke*+`VUx4lQ^WXQvGq!)-T>!o7+n4JzQy&%=e%l5;)6%`G
zS07)$e(U_eqmj$c`p@2JZn%^z9j+{W(B1x|r}K2!-|4iSaM}kW(b3{$ui4!ykS9Uz
zDxERla<&$T<N44e0a)_$N|nl<cnnzMG2j0+@4x;agh5Ux%b#4l*xlG#Q&|}<44xY}
zGxrvRkH4I}cQ@#EXjO_rpR21bdAuUp9QB+?mDa|KTC17{j-TqRtUJ?m{KCnB%YBzd
zE{rr+)n7W%Gd(=K^Z3EniSeB~w_e?wcyRUFuj|_%Uc9>9(KUTx5RgBgj$gPna&mIC
z=h<-grDLhCiukG4df+t!K_OeKtLw9i8;kQ`r4ICRV9XAhcTm>1mX|k|mcZlAyUq9S
zHbG4X7l5xjAUy0nn81VX{`2-GNIc(tx4Jtwzq7mqu<@U^KCVx^PH5~_nG|T_`%fNg
zZ>a};C?LV!xNshn^_Ta@W}i<yzkloI@P$XWZoGQ(XmMt0ZT{`<+RA6Z82<#AGdsU*
zumAdcY#FG7UqOo5$DI#b>)UH9;OoGr_i1PS)BCkg+pC}7umARO`?tNa2*5R9#XrBZ
zHTUc1jh&6fSI-}Q+*tmywYWHQx3{C*Yh{~_=vX1UB*88!rdA}G)wP_OT25^px2B#C
z6k@RoW?=<ASc3N_kp2WBTuMl!M5#LC@e|IDj$m<-xT->NXY};u?EI~vvvsA4s<<o$
z;PVaYQ|F?WN1Gl!8T|Bl?$f9FH*d#B$GV?RUfX&<`{~oWPoDv~2gnyzR#snq_+|C$
z*Y{t(Y<~RZ-R|zv%Gxw|_0!kYFJISob{1Bbr#IK$eE9-a<}(8qTI*W;u~LO6#4<W?
zavel($0+RZrtZMh{H>2)H-U%(Z192l?(aa32iyRw%g^qP4fnO5XfLX(HdUpRO)UU5
zQ&3qg)Z3v352UtD+I^<z#K~lJy|S)BQ(2)dEoFrYu|NP1#_X;DORh#^aEDNs!&)sX
z64o0{Ot~Ij-J&Thql3yGE93gZ9G!_EmO^z#g3DVVuwu%p3%Xk6RrS<R9k!;Kd$Ly6
zP%Cdw>8mRAeHR;_Jh|4}*eJ!2S$McqhANCODl1qe2~u&KTwNgqljDC-aQ|s9{mWMN
z=@XU91I?gef7O+kJ5xD(wsxksVe0(xE6wF9vzW;v3Fu@Ilfh;(DHx)TD%R8GQm#VE
zk}K#k1w*D}D>VWg4NlW>v<{Ko#5AdiN-a%omDuz`gF~SAv($c?G*X}o8f_Z6l8s@q
z4<b8c-j%+Qozc<7%V*zQ@0%Ft_Dc#R6t+qrk<$4BI){$LGk(sqz?nXsHNsX|lopl3
zq6Q;+V=(B7IQ3?;QVF*5LbAYZC=9rhYNgv~@R&4KTprq~ve-2?l}vBe*kbNj*jM4z
z$7u|nmP3fT8BLYq`f{Glf+L^^=>3O;Xjrm15O&&JZ26gR!{^11zi$7!^7+@HtC!_M
zGAn<-FlQg@$bKUY1lJnnA`K;n0Qo)xeI#E*;+Q2`pWaauE~|@FbXOj$a=Kk?x{F3H
zlPPP}nr^qP-KKZpv9k1RKaJjO(Z(47{sxazf!QtJgoPNf5Dhewe`p`(uiqQc1Ooyu
zP0KMt5Dpa91cMr&IVMCd;G*jgP;EX`1%aqRFHeL5AX|ux3!`v;E=5CxfJrj((D(U2
zev3Vt4*y}ln?|da2&xKrB?6Y4jFIQ12YK`kzvF&a^SQV$&Lev%@F<VqCBZ#-xE%q2
z?I_?@bK&qt7($wnsewaH2zZ1BV$sM>21y9b!tDEwm7XTd$dEzO4PX(#!24K48xf^P
zLX0RVDD)--%!vZgEl3S2&p?KHfGC}bVCDWu$onBH{l5-;^X~`${2v(y{tE^9PDD$y
z2_a5lu8O=*PWj2m%XUi84h_m-L0EP99yMA^JX(<Rofi4Chm&XGLI~+c<vbXJ@?+Ye
z|DApK|LO~JTS|mwX1-Pcml1OWhz$6FKOv6(QBBMAF>-V{-=$Ox0|738Wis;)a`F$V
zF<CZDju)SAfoC~z`9M|&Y;Hv~d<qQ4c^okmNbkN!W$dS;b4b`s8182_FIT|H5;N1-
z*dK7&|1Y?Q=*0N~Y9`<rFp+sGI_}A}p)c#pORr}h-@83Ab{WJRC!(Qek0yYf3KaW2
zt<s*%7|crdm>^*N`P;|cy~q!+AN{x|VFJMxKzICg?|cH9bAZ?Sv;%}ppTYUG`Qg*X
zhtKODK5zfBM=#&`<<l1Mm94+udJmvz?-l`a`}NM-#l@R<-#>Zw{@JsM{<C8}T{n79
z-WlwFIevTk_W0$l!J)4Hf$noRE?#{;cKg}IE7#kOxA+6qPDe%9(Ow;^k2y-6>QcA4
zfI@R>tuOC9eK2(O>B!y3V~_h!3^Z3ZUp{sId_&9Q&dwKg)o&|H#$%E0!uZ{R{s(t%
z+yb@yMC)*W&)sW7cSifK4R&2@uR2{-GT72s8!ZfbJbmZRZEkLCy?gh0FZN|+FJOI7
zAO{xc;Ov>!L0lKeHwRzbYtP>SdHm`x8-P8#vN}JzI`?*C5qQwR9bk2PZVucEwzf9`
zM)ckNm!PuSm5Q#`nydXMyW5*VWd|34zT?Nv9;>;0y5nMRSKrBw{_d_T{pW66x_JG<
z;HAE^L%pYm`_GPC8oDuZ8MN&H6#w+$J<z;Adw3r_J_5gS<2Rm6+<A2G*3$>$fHwc?
zIZ)g^o_{&H`0B;<<NNonU%fTjcklMV-P=PWm(Je4adG0#)!Wzmdb=vi3w2%_+wb8N
zhIwGWTm%xMlGKtUDPD$)mEyw1Xrn9B;)R*LaAy=}k0Q<Ce1kt<4fvA|Y%GPTZ4=eB
z(Cb_1=Lh_^uYn1KI~K<k780#)sLhA;$EeXVK}D^)?S#L%!(CV+R_OCJW?Z~X*W3|l
z?TU5xR<w7Qv>Y$Ka{c6^=U0X<94m@yy*{x&BE2wr?C#V4iD&1pjJEflsk|`Qe0yS`
zw%IS!AjPU2vj-C{WyLFbg=L&rQs9c?s@k<({l$-GMnC?#2^9Gos~f=I_UjIaTlx5L
zYh`x&?)0<EOAFT@KI$qe5fm14>W}FYRYHF;DO$lw)f@T;tH4F2wZoFEl$Iwsm9>II
zQXGsiN-Cv72}B@5@%R{#7^l_|H3lq4l<5vpj82Hf3w4L^P9MqUBD=jbwGQS030$?R
znijCKr-X|kfg~hcnt%F)ytal}*ItmQpj8yn8_FeRCDLF-)KIRhEoOxhuwY?cGyo|M
zB2sa3Wr+MwE8qX%gZ^bJ`)qIR)3)O26Un)A^>2FXo*XZG&|b1I-0}QWO)3@PvB(TK
zOiZS*$y7F$B1Zx^l~F(w@o8cyOIAP=7f^&MhK!hjHFEWFOL3*It|HPHEvokw*F`Fi
z700Ul5>v5ITd#Lkm>dR?n8_gVpqKzzIF@Q!ymonZVtDdi-^A6f61$v9VCtntLxF+M
zk<bZjBT-ssDYm#mA*IJ@^r{pNx!h;9C4-Shqa`8|skKV8w!mmo2F-?q)mrTKCd@{+
zkSPv3!$EgUt#t~3Se?aC$<%CMpMqtzm00^aZOJG$Xh~1TxV1*#sc1=|Qj+r9Q!ZDr
z%$(8&&en8Y>AU>y`Re_F>qAwIS1W7o*0+w=bdEQjn}0C(_RjS5(A_6zuiZO6e7Eo7
z!%HLgE?ycw(Ni6Yo@?$nkt~fH6;?h|%OJ@Ja5WWbWFh6~Trmh6#bA6ifM!KIvT_3`
zkZ+DOl8{Ptt}yEW``}N+{RdSDT!qpgI+P_jnCV7?#u=;2$<XIz7*RRe{A^8bt_}t>
zlQ4D;!NJ0tK~I{Nr6D53=nTq{?_huWL)L%%0rS&ARz_}I%&S%MQZjCoN3)YqRuU#<
zP&YV@ondF4T~(&$hCt<|KtOj~ETKoZB*2qV<fhAVGo_GhcG_Y3(IX~2KFnd6FmMGT
zSAxuuqw~S~LztGPCqne3{D6oW6p&5$d}V&R37Ka_K|LglgG!L2A(Zr==-K;>bflY0
zP+@cUs7%<=zvdtOGdkl(MAnbFX@A1z0(IOWzXIh`<m-3`%>4AQ2Itg)3;a>F?y$oG
z)r&GgFYgdRLIy&CAP1W9N0%DoSHlA;l!22iBJI}|<O%6H`~LKQC}^mX&z2AoDpICf
zoTsAhQ;`oV(MLsyqYTJ?QqFfA#C`y~^U$Fs0z#RHno@Dgwd}Z(nvgM*N)d=N6QZD*
zKmIji-#5^s`?C&xf8ggo=4Jf|N&6mp^gC?cL1gYh94d!GLBWvlBWd`MH}>GhwcVwe
zyCY{4expOqt`A!KQ?c<gJ=?EmzAi0ny_lT4fB*HJdoRcD&D_5C@apwv_ijJEfBWgg
zofl6Zy`BPN-l;c}&!!*TUk8HiwUxQ`wb}L6`K^t`_gm}0KL&)(d+sGLY~C9Q?1{jC
zH!}gx^Y+)z0G17|4ZvIc6=>OjeF;!lH&#DvzT4dZ<8Gile+Poe-mh<OZfvh@Zm(`_
zZEbG>g!}g5{OX%mi*KfuW@pwGUaiheEzUfB`{d!1dlU0-=03mw2o~ZWw{}2=*ZRAS
zxmUAGQ?KW4+<D!7W}&uWF;?`%?Y<caPj`1-IaYV=Oy}+MXC^N8-8$Dj+}SkHR@>WD
z*HK>HQc~$Pxg1u{`3u9~da|dDUzq#20T^_kg0F5buYm(Xy}@LDXOH_j`{l#>*U#Hu
zKW=^50eNtssbBx{elHbn4^_9Zu?>(l3-jQ|S%1F?Ea`K%pBJhuHnsA2OKRvu3jkdL
zhu3ev{Br$#@4d@?Gxx7OpBS6CeQoT*;M2R~Kt8uIKL-}Y@8;fsv${CD4(M~MK&}t?
zIlwQqxVAJ8z6jWKvoELiVq)G*13KyU>H=WWZY<4iEzJQC{p7vzi@iPPPS#(!*nWNV
zRDWOV$VhK*Z`1g#v&WA`3w>g@mFciBO$Myhh71*gvP+0p;EIy?M2c8iO)jmXL`ul^
z0M-#9+X{*H7|{_USpo!Gkm@Rem(+918%c>8cxg4QJf#j7al+-;WV5h1#f_D7;uXAj
zl3!TL^+d>^%KM@udjM^4A}n5lH_8IX>Z53_IHQB?EfmDcl!36&paWA!nAwd_)GA6F
zRQ@84)kSo<X@wE7CnS-m5n@%I(S>#wk{ltN!38(EQ1$@X5yl!kNRyA;)mJ*V`sml+
zwm<*63nK1*`}Fn0+S>gaS1z6JymqCtzc1wtaMeasFe>zh`O#8dqEZlwbKD_vq?qjq
z(kp8fwJq|h26426Ve_Dz0Ze(dL@du^bMrY|gjkAJ8&C#2%3!1FZD?<l;EQ5oWz2XP
zH&HIEYf>4k5UCAXcTC%GOkP$^PgD_#tFVDmM0G2#IF8lV5t3Dmo+P)fjA0L;jJiCR
z4;QIrRwYTP5?oCMrKOtFn&P)5|Nox-A7#D0I+>a|nR<D;7I@#DovfNZQ#*5}da}Fh
z<*D+{hB7UmCqkgrRHmHGlQa2h9M{IvnAA3j7!2X1+CAl*J!THDVN?Z89x}(9D|-fe
zZ};_&N2^Z+>rRA$gi)f28?496%j?P$YORby!WN(?+H6|4qjdJ>{f+tQx6j8Ojhs$7
zv`nttE%z#<HabtuAQq^|8jrP@qjHF3HjB=qQ@Ev)ph}mtdRq+6q)hG6X<ZtL*`_PD
zo2v}Qgw<K>az`mRrqk?KDy#)cyHsovlZ0}yQbPl)?4vfOtjb$h=5R!H(rS<KlBuxM
z?use}fFRlzi{EJPd3N)`lRFQeKYY5fF!%J)-LcV&mo5z4zjJqaZe{BE%*eH?H*Q=U
zzdJrXGyQI5@zvCmlWp~CHq|BK+h}w*jpb+1>_m(XjdTH>o<Sax&@7~UD;7xH$sRn_
zfukg7d|w{cmW|Lr;Yuu01kVxXq{;Jh=^5G7L+M_IKzuk?aU{>4k9NV4V2y5qWLi*}
z06=Gk?*+t|$QTV7Cd1~c;h+!2NbvbA*b!RVPprcSMOhGGHk_ND1ESDEbXbvq6cx}w
zy1E`%<fwQDn`EY<O*BMMLWyhH&H}uSni~)kf$7^yMX1m@IwH(S$BK}7m;(nnnORCG
zRGf8Gm~%vm%ra2`d4?iBdKmEDMeu_rI?O_YD_}?Ed54_@m<tCh;?e*w7oYcY?$3Wj
z9sR2akzuFpS;!Sg2tDf%C3`;&dXNY`h{*nthCITA?$grK-LhP-E;nL=#S93u=AhcL
z&*V>Y2J@W`ghdO}inBzlgLLN4W@Bd9iVP?r)gD4)gz1!_km=v1ANcqG{I~xDg`p(k
z0;`BqC?QtbDG@hb#5t-Y=V@qpQcAjna?~Wqk0^ooA6Cpp#aZYg9$rt+65xN96VkOL
zC?)LxHuK2AZ~uJwhi?ym|IOiV{*w0HH|gJf2S0q23_((m1SFIIMKSPf6-ONs85*k_
zhn_v1I@MWcR#F6nBQ_qq(JDM<<R2>!ob9Z+aJuFCg_DoRue_alxH|uGdu1N5{olQv
zT$`KTSO)ykw<~V}>1Ar}`J=nT=O+OQ^}(%~yVsuF7=C)|@*~g{jt)K?8NAisbNk%M
z+x^|w&b5!8X&XM#G&Xc{c(7||sO#of|J>Bwk886V8yjnDYcFReU%j4MSb7U;;qJ%x
zJHPCLSdqVf{=BEA27mu9z1o|y0x2~>oB>faP)>vBlf8cga%doq2IGUj1I^Xn_F}v~
z{PwqxzXCHgFud*l@_BJ}_SC?;+V;(&ss&HzWx%^!S^l;v^`@rob#3GGn)-)LO_LY;
z7GFGGc=7V>vzb%PJ!Xx|X!iD=AKuu057O0lfg62~DEki7bTE7Wu(kzC{PLTZ&n9l(
z9vuYWk?U8^-5NcAb7b)L=<w9z`=Esfmyq>^#r4%yu%_PzYJ7l!-AniWFn#@DKw+?G
zluflI9m#lE$oK1q51`+_c&c-J`0V7}s}IJnjNiO6c46q=wUKAw|H_9GFTo}1`O~*k
z|3i}lGI$_{|6L~!3jI8w(*Py>+nGH>9H7xI%}uW^0OQ-#!mH;S3vWJetSo~K#>l11
z18wKe)tu_7Y;P|;d8)Rfv;5Mf*2;3D$4;|>Eu$2}=cFr?S>YI=qMDv+WK_4XYTLLq
zt?bG=a&aXsSj_Sk@$6ByB|^1?$@U1%6XO~DG*4XYEg}U<kf9QaKU&}}<e9>7Qz6k4
zqj?LdzCv20gbj|#1$Reqp#&*hLJF5syfK0!gmy*n8Y?K%DA3o3in#%BD~PfEKBC=)
z@)uLQCFGJu5zwD|LIkG^W3iwuVE(8_Ypoca9bs~#EIzC~Kyro{dON`rVXDjsvyWWb
zVC=uzFg1H?V|Vt|>t{27!uR6&sgCAEp(7U2xjjOu3T5+h{85F$!3jj!MWw=EA>UU>
zbcc~jJ>2TS#w*E{O(Ib7-2w24dHyIVS*<nOxB?MIp~cy}IHL<D*WkJ0bZ>;1NU;h_
zD4`g+yowL1xibLuR8h+-7{DqRNs_8tMUBVAz68!&MK6g_)lMY19n~LGx3?SO0h+cT
z$L6AhD?}BQqS6GVs)E*9FKVs?B*21y&`ST)Uiz2q*<YWoe%V#|tUEQ?UNP04oIYJU
z-`n`8ukP7U%Wzv`OQI-bH(AwkyHc){iNQ=>45tR&g&KoZz!BJFx>A3%G*wN-(It4H
zT^kI!lP6pHuV1<2Dy}vMDy*I&1yxic(GN8>pFZ7Tbm|#I94!Ya&j+nj=*7sxFKe3{
zub(^|J5?4`@I^YiGN34M06!UztPqiudX1keFtB)9vpQ^46w1UQmAb^`Yw`r@wEBQS
z<JL;eT3uXYO{pyjgAMR?fUk>THn~Yuem;iIB=8(`S;`(NQ`tl)nh7IH>I>V0NnqtI
zQ>lk7&Kk9(+NSCVnTPA!UQWE4TUi{ubf&+n=6rW`V`ab(H2qf9$<tkHTWhy(jg-gT
z?e(#ua3bi8U+TL&KRegc+f65<<yf>bH&2<9r$gjh31~lyRxB4)7?gdfqCyGR3<^E4
zA(L4V9zVesx`6f!iB#t2sDa%Znj_86wcv1)v>bVMzA76E^36>-a61Gj;Sn}Kq(SD{
zh`DB5wuJy9Q1c}D8T_2X;@mV1Bnu4W)#w}<EL{QlZ$B43&J(C|^HjN+ZX&Ws!3;^M
zI&7X4lA%JuRX7woFP)KlNJD{pMHDxm<X~ZK45VL3_V9>CGE$9$sqiQ%8bM7@C;YTe
z494=1YzvsZQ;=Z}CB$NgkESbV*+T3=B{AJXhgisYW_*s1i815z#o32A$ZQ%kjhTN)
zicB-(b3;sYOh5*qDh23FDJ@^dfw72(anL`DC_hU`KiWhYHgUQ~4e=WhR!yErbT}XT
zpA6y8I!m72fv}p9JkF8q?0=`yzKuqRQ4iTH&JF62#SWrX3Z<ieK<EEQ{-N&+SVWVE
z5h`Go7EntSq@<G-F_X-^EEydlq`+mIe48deWJbA#$N(1+6~KHH7(Mfc>>vLf4DiXB
zKg0Kb3)%m}f&cnr=1)JR|L|k_U%$`$ZhzW0KV=@t5zEb5Ta2ghFvT{B+N(0fc&en{
zT3T6Ir7EB@PzMSKN8AErnUYecXH|Gir9N$A%GrOmVr;DA+DK>Lsk%#NT86sndz*?L
zT<y6#a{9vQ=DU~AzMFcuJv$A$W{_jC@n&js`uW1+htuP?A6&co<kr=vx3AnE8GJf+
zW%}L?@chBZ;KQqfkFQ-E8$5I2%<;?p-BS;4ety5av%R?f<l&7o-50uBFP&%`J>7Zf
zTvz|e)>}O%Zk}i#8#;Yup!-ID&&1%l@u9w}gJ<ttxiE3z{P?y02e+?09ltsKU}E|8
z^v?T*-A^l@zJMkln7m$XZoJ*vtHB#zcDL5oXJ5CqFGb6iT!k}c&y3mk!Bh6pUb5p)
zZaYg>4bhcI<>uAPUw+;C`>%T`X@lp^d)xt+FW5UYw6OMWbpsfpm$$)IeSYEn;>ykn
z0N1PnE8OPt!kb4EW9QD)cujGwsLZPAt|@<b<Lb<dCx8jFyRo@32W;%iYfFnO^K)Ap
zYumf;KWw~ze*KP1sdgCEfQMP@@szsVV3D!%_Dy$V?Zxgk(6-;Y)H{0N^u@El+dlm0
z_RXjF?f_Lh7?J?J+_T5`pFf^>_Tc{1lSkl8KY2X!^cgtMA3mOY^=9(%v#G~VUOap_
zdH>$b!-?7FkKaCfxVt*{Zgy%G+z-b4&YVnCRhp_QjV;aYnkrLMgS{js^E;RzJ<950
z+MJYdgxS!jXlYf{HS?>Q*;TC|;)I>3As1IMORL4vGQKxTvxf+_5YZN*+k!l!o9hTl
zoFT5Kkl_r13QN;Fs3t#2?ZoTdc%>DoabTShmN(8*+t5Z2-e1BFS8#pB^k6BgFv)Wj
zl1*NW)rU{ktNbyh)k|>riGeT`#K>9-aUyrFx0Dtrr3Xrxz6e>T&J#%CQWZv~LTk-<
z18}AJ$gVKk7ZjTG)NoAb@R5rW{E8|?vf0{vI?>nHa`Ei(&fb=;<Htfii&Tu0N{}Wq
z-Du@lJp!GZY>p7(DP~DIHyma~<E&7eW_06qPPjb?i<dIXlEPq&WOl-gRz$2w;r7T2
zWMr`dW%K}5Ji%zeDKz=u8sLvnoFS|$go&5aE2`PvFs!Uz7%L<@oKSBR%sps@aj>t4
z1roHP5W{4{IsDW_3Z%&>V^Oxxgo#Ahu}X1CDL)Y-B}++-)$E28ySbY8Pb=U5;Di2U
zEBka;<xETQqvO$+$BSn>E2d6X&3DyJ3^iOoT?X7b<NfE_+G_)TYuIWOD@8OhPYk8F
zOg_0zFQ5VSFE41a1*^*mOqKx6PFRa$-egI%vMN<WSLwtOt48fs-~?rC_4VeC>sKzs
zi^6g)2cHF#V)+)D?$+6{zpsDTdNX-@^mt8;sX$~j>OyLXvw*2%;|sV1i4!d6Rc@8U
zYSa{KRmBQLq28Eq`KnB|BBjP<wFET^i$d+Ux>MnBO~4rqnmuN*JYsTiFl1CFRDvOu
ziKT58SDY^`5v!`TmXnd9p;UEGJlbeCUM>rqD)F98#ZDv~!^a0-zIYGd(N(pfs2*fq
zGu<qll}U1lcqgh-Gvl`h8|&)b_P+9>B7H;*6CW>X+g#ikfAYj1@!R==-&I>k9T8(=
zks}4Xm`q@#U|OSK55_g&FeWJ6OCW+dd5A-^65u8bM4odPRBbIhPX&coF<4Uu#ET&+
zk7k-7Fb5Rjgd!~YFnM;S1`RdRU`l+t2yu{;x1X8uGbincI4e_~n;v1H0NK@oh3k+I
z88p*CKn8^@4H72H&bFelp#r*BM9`sgmAP3)G**Sd(6iF{h+H)pWhA4`1eA+GFq7au
zF3CzmD^a<kysU!!d<_<>#UMrL874TwjX@St(WQJcVCDpvbk>2RS~k=!MA<n|KNlHf
zAw3kRkAX20;j}|Pa1c2%62eG9c<IO@F0Nccjfu%R3XF|7DrUmP94H<86OZ)0RhDTI
z9t`VYUM19C0MUuESj_!dxqtcdxBs3G`^jM^oAh}aRklEwlL!4PiTD?b4rK)yxSU)K
zD_6_TGVn5-id?HKL(hYFWf-3T5f|V~c$5$o3*d4MPJv65Q9#b-;gJds%&N(7>N2fj
ztY1b7%Mex)f}NX=&pbfLJcv#EiJqTM%sPV0IEpxYDC@_4S>OH$`F7vYANK7#bW~_^
z844@q_Cf_PQ%e+l8iPg>Fo|S78NtV<nOHEN5a$<QQYO}=248Pwq&BEYhGk_@X)IXa
zHnFsPWTB3(r=~f$u)*e7bFsxN!q)^%=juxbTB^q`o_jGlG57Y_%G~tw+m|y>LB*Mv
zd~|){=HSf3u{V$Iy}Ezz)x^Y`Cyy6jO#`0ii${BX=&NT>Up;<2^YH%k^!-myp1e3e
zc&G2|`03L(drl6YJbt#LajdE3YJ2^~zV`mpK&;+)yR&7qr*)vW_0pO4k*2zf-Bnl5
zwv6?5-8+Bw`PjufBd7Y#R^J#s_2|x(M`MEzMg{=SZQ{<&m$z@+xpRIp9$m5e7IluN
zdg~LXf7f38Uglo0hUWC%1-WzHS@`x`&;0W9)!Db8g7<W^d+gSr*L!hjXk%l2ZLj%W
zTwhvRo1NQP1{3(z^>@pwV6ncw{&9Kr@!*vPgFMbAl*{=S8mr&Wzuw+nn_ZmWSY6**
zT-{n+dAG1IKR36uyt2E!`(@+(!;$L_r84ewovf{?vbgHPQ804=0GZDEnoB2-KOY;O
zymj%x*x>D}Ba;&kmR`SpH@~nlKfg3LyEylDaej7bes*~dIM!c*7??R=ZF@EIc4qqZ
z)C(~72gQBv)$7^mnYS-qEWVmqdOh{{?v1tO*UO93@7}$7@#N~+6N!qLyfPtcZ?x2u
zDQZeoO-V~tOkWz&RwtduYW*h~{AXK&y)B;3I#XRzS{!EvBZR^-LP?5QR>dt%vSOv=
zPzgSeAh~07qo3{wa2!F7JIr&1xfU-Cc)|1zyv<M3+A%s8R$_#S^-ztIWRLJHL6*ir
z(0hp1FwN*E`VyR?8o518wS#T73tL<%@kHoW58mp=+dYIpn4xeY$(l5&6{dC|O#y;4
zOx9?iFyuZi4@sv(*aE0TkJWjoW*1$rB5QdhtAV4}l0tT7$jLI;>1rph(4%dRdwt~=
zyUU<bvH5~rg%TPF3hgej#VwHAput)~RXaCX%`S>Fii`N6LYAYD=mkGo1RIOfO3FC?
z7|G$on(bJffvnLn85}5yl_s~sgJn#BoK>o`4K}3FiPGBgEgnQLPKYK5g)ww>l`s~i
z1%kxFBGAiYUEbVq1QYTSod$y1hV*;Mu|hEYV1SuMS%_8=XGBw+@)A~AlvrLwtf^o$
zRB`H4oPSVo|7kD%%U1RWO(nCZ8z+Yv-(GHAxZ3e#pyqas?_^S!vXgrP-m#ujt#zq@
z%@p&vrAmcbrqxnp3cik4AQe*?dL%{96}bU@RVAgui08a@qo+s98(IYtMFyTuqbOu@
zmz1dp33a{IO_vAGH<TysDjhwapu|Z;xxB&VfnQg4H(t-&ymaDpcd4|%WY7lWA}fb1
zBf;5BoX~BIc&vqXQ%J3i@C!U#iA$vR@#J;{iBDh_$hCIRn;Uo_+`O#QUsk0wHR;SP
zIzzL;0B9ajfw<0MZ1b8cG!i=%U#?Mhg#5kbiQ(p&D{Zwyjb&pes>k|UFLgBz))(D6
zIWqTr_wD?A->GAbenXqf+Tr)z>gt~8yD)sLyE9RBqNsA>RR7F{E8_##x|1FE25;|d
ze116dy1u2wD+T^LiUtGI5-<iL!9v74sdxoE6YQFms7wbD;l&|5XoMRNY->n>P}Ah5
z$+HgWpqW}|whEFBSgCdd;KrkLIeF%Mm>q@y4Z9{QoAuL=1v%*w9Gn3;4BP)l)S+*v
z*+=P_nXHUVac+hdoh{4FQln9v{A}pKA0S75L}eY~!1Dw-;Cn*tM3kS7^@D&I6vmFi
zsbENMPL`gEH&8JuY`&HN1LJoK6=fp9Wx#}<dqk3#sYN55RI-msbmOpLGN70OXeuJk
z$Hxk2RtAA|=%A4XO{f7(0BG=_PHc{cknbg<oMf~C1DDZI3I<Y3f!U~t2#;J`z%h}r
z#Iz&1`}SdS4xzHX!({%&Btpb344WX=F3bxku?{gz!8k%f{`rS*|JVL~|A|E(j0gEP
zZJt_^u9QJZ#6x)aHwDZrA>pu|k!z;s+UdCg9xN`!mT8G09bQX6<X~k*xX2ir7$D=c
z`2aPK_lOWCMxGIb$nf%g(xYBUnny_TgKHu^Uxa`c5K(3c)hHrS@_*)HGCAlhHIGb&
zXJ_vJF74aDWPkU~5s>2Z!?y$qnLwd3Xfy?%rKF>IaIp6$g7LcwcgW3wmZ@3AGDcWL
zXz@$NPsaKhY>iQgM}_5}4<e3y12}s!Dx}286660fP(ZqSuB)xYucjc1v|<ew!p_*Q
zrK4NQ1E)Gl`g)RA`<ri^Z=Jr~`*fsrq&xBAO4q}49m9217i(*W+ggs-C4pwE>v+T1
zm4SunXV0#U*7!ZC+R~Y^ThrHXP2Rru;?9E?cOO2Rc<}VmgSYpAA$oW7J?NNc-@kpe
z`}*bT((Bpnxt9ym>n~oc&pcmxI<Yh{zV`V3)YzpGhfYL-R)%e3{l_OR^xQggeDuu8
z(f+<WXU<+5>YnrkH!a~!t@n+|HWPL&d%a7+!0U#}2>@@eEWKM@`QS|F^YN>Xhp)c8
zdABB5sAh1Sa?MEZz;Bx$K5y*4dpQT@>MIM2+rZ<t35Ec`<G%cEY5BJgpYQcwIvsMH
z_8I!(zVV)porSj`b$fmVymw`5&*8qd0p7X@D)Yk5`uneIySMr-*d_9caIm+bA!T(Q
zPgVjs;=-#bkotD>{F&JYH)bDSpSph)G~EkRlk0mjym_!&UtgIA2M8HfmuFX(r?%H#
zZLhxE*?6-9j12GRKmW4)@x#*A+N-&R=S$1eVE(=^H#zxqe0cEmqX#!0J-m7U{@D1H
zbN#Iq%?W!)(mBu;KV2U<T^BmvQrh2C)>~cLS5<knvEg=W^R>Fl8x57W+p34Eqjhd&
zp@EVrq1IG#-EMd&hEG({N*d@z^^9<eVFp9;2*cthJ0dhkglY?s91)5;Ml*QOY6r~h
z!)P4{sXkX>hPfh)Xi{SK5k;CzsUaJ<d5nIXHB2)4aP~0C;Kc+J>_9QgA7}at=?)*^
z|6}hxf7?v6HqXCd_sinlo#}bIyWXy@?6S*Iva-aSb55ctiWDX0oO8}uBqb{6EZLTG
zD(9TDT`s3`*%e%_?B3fwg9R2CG-d~jMt>OMhV+OJMM{GBoco+}o$DtxAT?$ZU)ac%
zLE7aok*rmwf^};#aOieGt-@d$+fW+`+&YO4uhdXF=&)WgNlI-O5GV>dMM^<afd00f
zn0A@`-R)8>qf^QeODJ94Fue&I2)C=W6wt5lF`y!4UTH#@EwN&8Ml=HS?Ie>I6RU8-
z85)=lh{S0IH^SgVm>f8j4$l#^!ZGVml#jdgEuJLRWJF?de^O}L)ZlmQ+1{gRdTT82
zLnl+TT#gow5aTIkBF&1W=;<6gn*meP2tKu*)mfv}BV2BZ$wxN237H@}=%YHr)MSK}
z@YCXcYA((xXM~mP|Ek9Sqdxojh5oNE0zXFZj(q*(`Q5#T`+Np;2fdbBR~z66hC)G~
zMy+XY5BfZMvqi`6Wk4C7T!pBsr<dR1V0L;$pakz?>3gxYka3Cc-0sse`wl5hb~Hmo
zMTtZrlTfIXute5gUBv1Q_L|KSC317Cnj-6h3J2{)ph<iA#h2Gk?OT}4wR5HI92uJ|
z<dE7qL;;s1kawtLLWS}z8`eOhir{c+8-&o%g#75E&7ZE@+O!?=$$RT{Q1ZM$IY8$6
znp(?T#)zV0$lN`furF4^yM|&1M`C-bk=c}^>ec70@|;~cR|p-NsjQ9XW`?5E6ZyHJ
z(rPh!YIOgT^WVLE`r;}O&F)^gaqROOCr*9$)r-gXpAMJDd&KHWy8rvf-~9gS*YBS{
z|MuaNpMXc!_dj2{`*?B3-k9E|Ba$^VtcFh3QYd-?PKSm9s<?#?Q=q|++GYo))q_VW
z8tc2ZZc?{3YT?Z~RBLxjji_!@Pg}hSk22!0J*_RhEiG>i;gLuq3N5a!MgHke_z&JE
zH8ml&ZLI&~FNkfQVzzH-UH2(w^A=8X1N5VJAn*Q_x}}C*Q-|HK5%I}7<i{U#>l@@q
zqybOx(kXrt!H32HBq(5x81ZB)k0U2zSxs9wEn9jia8Q;v@rd1+W;qskyu;KOhz<+4
zlkvd1&4PsZNO(5^;h`g3Y=n^kQ_@gEEUXjPXl^Gdh^@Sa^%7W(lSi^}2%X4g^7c(s
z*fu`CQH*bqVOtbfXb%dG{&f9ke|TrhyPrZguSeH@NNd@s<>0hzw4RL=z&`6hZBj5A
zHN4gyR+E6z1a0^f-SUx;@|jbGaO<!f^2WMNf8e0%dRYh!1L|tWB)Tc_PVh@X+~hVt
z6QSqTb0O~-7&T57#6pCrkx)VH)*eiYg^zUzU>*U|D`@o!Y6HSnFP|nS0Kebuur0O3
zwptk%Zj_KZ$qmqre}r%O3lmkxC&ADy+iKUpx9#Kq*!cdR*S-74=B?|ue(+~P!+NU_
zmr^mJQglXxPbkrO11+cLdpemqHdVo*bkR{tA=W5tFn2WB#4t6pO@ePxFfcw9FYOj8
zgqwiY@$BBU#cE$j-nFZcax%#}bejU(<dra-?Ib%38|t9t<owly@zIfyr<a$X-#Yxo
zrK2}L-+yV>(rPKIWs*BkZ5?Q62L?8t4j-5wQ+3eAEO<c7^@zA?23biW%1Oi?CfU%*
zjmo62zWwh0xhsc<XU|NmT-keM@4<b;pYK||aq1<QSbqNc>E)XbPn~#i{o<|94;ffY
zpHzBw$K0a}2flfD{`J>)zyJD6KrIC+_LJwgpY~T@82t~s&0mUiFQt~pzWCRBcmMX|
z*RS8adI|#P^;<75-2D*@UY|Mt;PlywKd9jF%o5q|$(bJ>fA#Y>U@+@z&<ub6)sq*`
zp1k<#33$q9&mKR2_5=(C?j9Up4Vw2wOsgTwu0rhQ$-}P!S`~m~9s`fKZ{NDoJ$njV
zO~1JR;D;CAzIyO<|JaP4FEofmAuXUnE0zWa-u&{z!#mf&8+LiP@4(#fuF1Z+!PxG(
z-0p?^o`w9{d~O$53%Q*Oxs|!h;#6{RB6E26_?gd_&Yf63eQe>vnbk-4fmD9S$)nRd
zmn+M&#hH=RWF<CPjHX@stj7dmT*hM_iv{LWkwt)x9W9(+96C6h*;R}jtmaQojhvdO
z9vjMCpBwq+;Lb;@(~njszuv!aZ)N02e`H72wtvvE&}ZROHj2dc7C+HnU<FGYZ;st-
zL#k|KunZoC%1)9QF$$1$yD4%D)*j*NoER`FuCk(Z4jjn1%^>tU2}(1(Tie9%-OlLR
z%IdC_8sX*uUFRWbT?B;%-KlC;84y6VZj5qcA*q<!ER<k+fQqOK&S|d`YVjftYtzRc
zq7aROE+R*Y5GyezJ=-E;C#1@R+~<=Rqg^ToPt?U=8kDNF%BY#b!V{rnI+8?hWC^xv
zP0&!BZLpGil{i6Xqs>Rl54C6enf?&L=c9&VY+r(&uJVH^LNrG3hOoWnMwzZoWrD~x
za0a)QK-<Xa+OBfKoiTzPm{6ntQ+LmHtpP6Wsq0bH+a2goh@8u^J>HgR92bn>J$`IF
z#ptg}k}<wYhKAL@PZw@c8lXlS5dMK=A5lnlgaZtRn;3MFV_rro#LdTrrF2(0BmJi(
z=KtV@{$+Fa2V?txzWUv>yFWjF{_C^n&yO5fP3omyE)^i9`Zb!QRhP6F1{2ZzV38{l
zcB5D<iU8=-0G_myC+?=SdpL59$;wppNKkAAMkwL-ie=gksR~bQZ-;iOy4@Y!Iusn=
zvaN|ykJO`ifb?4b-g<f+8owTbUDx6kYmO~0o(J6b(F_F%{=d+4Btgn<*Nc1foiamL
zk5bTKl=j3ej)2Bs6iIdMopwpDuUF&m(L@!7q{dXXnMb|m5tnwvrPy2a?#$Z80*a-g
zbGhPMD0vq9z4Il{p7G@F$=qxyTn?E>(%$8v>`Z^WKkv<DL&a#s%A<z`){}GR{`M=t
zF8l_JB7ig*xIO&v^RIWmd^WSPH&Yrpdg{_IV4U{N-(LOr9C$?h^21NS9RQU;YQOXR
zohL_5Tskzn%gPmq32-sUh4FAB5$>cQB7B0EgYj^%E-Knf!gvS(=7QA1+Ej>^uGShE
zyg`j`vobL*9?{CczKw>kW+k*$326b?Qv(4nZEIm|_)M^IOYOTKpli3Gw*$TRW@>W{
zxxR)6ZIfW(3NpgTqS>enFNT(Y)5=KpG`*`z?-=co=Ve`93fbHOcSEre0uvBPW&^<o
z$B&%dwNMFK<tz-Y;Zt1QCt*#ewVfhCG$>Hbb}BZ=p$0)qoq_bxaegMCvckPggq_i*
zCIAr~OvfU139zzG5(8Hcum6CKsnK@RCGB_|x^4>?J*)i)u-6G&K7haX2gJMoh4R@a
z$d5m4`0IP9Ewx-=AWv)6b1`Zfir=!;%p<a!KPA?_qhvRDdhw=qq*X#SO6h!jjfk+p
zA%#Q?WW5;CPONjcv-F_0-$lu&Kyw7`<+k{Eu#f<&$2J6di6(BdPmJ^kP&z`Z4Av-t
zHYrF@uN2e-Ag(TSP>KwTVJRsoB;u$kq%H~(*-!`F`XRaL!)|h;RfuIbeIi8EG=KO9
zMq6zc6^Crx`tG0pZT$y-X{*`V%^-s;+rmS}WQ0r)J|u){8TB3+%Grxiv?Ds$_#SDG
zTxDmrtF^Xh(kzkF>b%{EjDZs9!CHh!uYzfnQz@uVi~{P#gKKluLSNAN?AnE4tI19!
z=<slVCu_uH>6aN)4G7Ag-!meBV?U}J*J6^00(ReI|Ipo2M}Pg|&QCY4o}ZgtOvI-W
zkt@d!-nwxv9d`Co2>lkDTOd~8SlsPM%ElHQO*kFSni;}--@iP6_+(M-Dk~ggj;N<c
zD-iH<`OKZ22ab*JPnknqWO7*7d*{f3;}f%IXLrnI62nQ`Y|_5JKfP~!c%s-h9Zg5w
z=5spd_xk7$s?dWT_tj9}*Eeo{^X9i#VDcFNOy0Vry!rK)H-CqxJ$duy`)|Jf;`-H7
z$B*qjefsd#YiF-rKmXv1n-?#gxOe-~%P03=KEC(p-n9p}FMsvm*6%N#UEjUu$<D#o
zhbCU^n|!c)>e1PQUq8Hg_s-Q@*DgK2bLYw38xQYXzJKS+7x!<zdiLbj@e{kNLlL!7
zO2M(=Eh;vB*W@VB`#pPjYr4OX^I1zF+hE2skg;X_;%uNR7wpPMy89CHYF0DcXBa6P
zM@pt@##fBF`*WdcF*?u}86JpFjV7Z3bv&q^DFmkCu6~DV%5OR`m_AWW94$r845jX^
zj^5ure{*&A#>&)#z4Kom+ws-sD_`uHy|-)n{@UFA{WCZA4W3`hJvcCWXRZ2R-|&}*
z#?Q{B7jvfNwC&u$z^TzuAz&7B(cK!7#E9v(q74D2!a`QsxV>hUP=RN3!dP7hv4+xP
zW_25AT9-g!$E!h7AEKK=Oog4$rAH{8cypLx3{oXVq(ITurAKMpG)tH#HDWpx5a3uX
z)uFU@ycy)qe%8@_Lt&#>A|#khB7=!9Gm@=wS;T4I@ZP&fXr03^?=jLkWH76a8I%bN
z-KxA&lUB*gDtTU^i0BNX`Rc<1*CHGP0YOCJTL|<Tg#nT5<K+j0z9<6<e}_uj)GdSC
ze3($0=nIl{TDV#R2SGeqV8?QFryHiXG#fl9cZ8BIiM$~$o4=jP+Sa86@K%h$jRb5>
zrF^?e+30ZLO%{|~(O@#c@>zZ^!*)1Y5($dei!~VALJ{)tuq+v4yG>LEcB96IGx-Qw
z8&a&O=ZQ8sZFr{z=l4*fUPjcz2>*S7c6`uD{|5p0pLXhBHnLw#6<=Sv{q6l{FTeTr
z^{?N(etGx#`8{9ESFe{6H}}q$A~sL2DDJV?vpyae=SI;)om~_zk3nna(mKJ=S=18N
z7#wUepV3MollV9k6H$+@+uHcypEqp#-@sfjiOCf)D1eZLplpSxnuu0eCllHREb4p`
zWvEA6c6pZj3oB#!m5E%z>l}=R#!~T_Vs^1oSRE)Gm>k_R(!Xn{ynlN5z|6?OnUTZO
zBZtPTd#k0jN?~`oxW8JSC?~1|;j!UpwdfitI#<WzvlZ`j$-6up-8GTfIhNfu4yx`$
zyC#a$ebI8vU5<LQK8IT^^QolT-fnY`R!b$Nx;*DsF9U882;acg5eSK2J^AXJhfki}
zd-UY)<Cl-W0oE69K)`<m$X73Z`TZ3TAV2=<yZL>m?1Ai9cElx7NLkb#E>=Nn>qXb<
zvGo>WiyBkk4c)FrBkW|llSVfX5na$aR{aJ6w5Ai&sAeLKT&$APCW6<9kqu@5UdO=H
zps|ia_TW%G7?ha=9O2l++Pa4K|4gj?SW0LFk0fq*zoW6n&L*XLfG&~iCgMD;@I(W$
z+De|rbNf()0UkTarML(<H-;1?v*R>=h$DP)<Hqa9_n+OrvbH$v)OQKU5CN&pC2#LU
zH+Q3&O(dilaA)waFpuo*A_TgqCMu${af1@E)y07LI4Cy_qesJukgc6elv+%cw-ZEk
zC<U>#cKsjgw!GJ{?W3AM{u_DYM?G+$%!gR0h)5@>SCeG;W(l@Q#b`0|p%y;U!bSDq
z-ul?csSR>gouRAMAwwIu@Gf$F(8PDjNg)-<#B0#8>&+shk&kiHaD8fFNR0J%LJXWO
zCPA&Gvsps=OhViu#nebpn+>cMzl0F(VcG=bPGo&MdaDrk83nsp$Zj%9(Y8*Eg4iO4
z)vKtaE;0_jeO>)W|0lEMW1oal)QbvAK~dG&(Xh4UPyeO<kN@8I$wxI?H*Wgm)6d@h
z1XEkviEFV5(cTV}lLK{fkdAgz)h~-$XgwW`DEN977l?@Z%$`vy&)v&J+r<RGoNQ@_
zsTnOAHnN9>=w!Ch2^%G>wj(=+7RIwf#mN1Or_Edrean_EV9!e>MfApUC>7H=)MS=}
z!*OvK76zjiN7qngKCv;S()R~K&+gp;o+&TB14C?I{q)_-UtYfa`oX<h7mt4b;!D62
zdGYw!)4LD9xP1Nb^;^&G-`_Pi`4ITF-@LOsQ<(|G*NT<>1H*e~r!SxW{O0u1pts;u
z*i>TiKsNf*;|Jefy>V!CY9t;$b9njYv6V}^W=^avAKkzI+Tjy>_pIEC<X_oRU-h~#
z%Pd!O{oj9a`|7Rp7uR;)oLf3GKXdfZ(!SHnYoE{FymsXD$sKbu#nIv9#CUdot};7Y
z86HlLjpb%13v;8n`N7OWHN7yHSspL$o*kGk#`l)9mq)|5C!^QK;%7%w$EW)aFORG(
zj_g~U*f%q_Ha)O=X>kAUse}6#P955{W4N-APmag^F|)!h6UNNC9g{;hfkN)^o|%E-
za4IsHkIfCH7srZg<3oVmzH_9yIx?_4R9P4-%~gxD)#6;WZ?aVBV)5x%5}(0U^(tKs
zr^jJ)Tl7<drO%gUuIygDy>I8!V|#wQbojf|tIrONKiu2@<lw;b;|q^JU%9<!;_7Pu
zjUD~B*Qz&GE7z9GH&?57_f6j1KXqola%bQ4t=-di_s-uxuyk>0^w?zi{QStxiK$!5
zD?piJ)^s?75)jkXUV=5kRNL@k6~-D68a+IXou#zU#cDiT+}5olX&oG$pJ|G4)E>In
zh?AO0#*jenq;}}wY9CeOrYo(q9wSL8M|A7(T^g*)M(Z__dd*~|lWg#jBVnP-#<iLF
z`JmQo5lPi#v6-xQ^DSB-5mnc;{R0ZUfiH$C)Ofdv>+j}91VRs=?iVxSoy<@N+u1Ej
zd%Z{cr(Hw=tg#MDXkZGOG!`IwrzeW+>X<?zYj)b%qV_h4qQT-v>rEIs^)otkGgr9H
z?8c@F{7{(Oqo`wxHp=y_ffz@jM#5n4p-`WQBv6?eA(U)08Jc4en#+j`M?uO@(;FcM
zLu)F@N+lTa2tDYhg@bI93FUNR1_nBdIgZDMw&~C&2VQQ5>l|2+wo7F7N_Cr7-4=9F
z{4SE$j`vuxE(_XeLfMU|e_Htd2QTz58`;nF#lE?6@#n9;`{74`<^>p_ufKnI{@V2D
z*@401yJrTXj<iXgh`2N{TUT#aM+@5La(QE+UWK8Z(#6K}(L@FjL5_FZ&`^8>3=3_<
zKsGcqeYP1{+bY_M18p67x6Gl}M(nl$Z)8urv^G(hF2onh`JL7Ny`#fB1}oFW<U}bt
z)gPVAL}zmGscdvI2UcV<8=B2WX49eBba12+iG=mBkbZn1x;j;ytVGBALLl#+EJda&
ziJAV?R5>xx7ahuYrw0I&F4mWDCIiM?$XX28qgG8JU>k`0@_u{3pb8pw8Mmtv2uz0~
zg-|jdDlFu(XU7jdJ^u`lkbd~v?_h`+@C`xf@x_xz-#&l-`ukTPRe3vN4AyUN00Hqw
z(A;?a+x6Q|`e*lK2j(sxyK!)S&*boU*sbs7z(t778hnF;g*4I;d_dJC;Jso+sJmOo
zfQwKy9N1<B8zrGaJMc}N*ak7Ct`k+;O$1G3q8iqufHzCg5H75V-nd=Z1l(7kQao0S
zX*KiEzD}Hj1qaqET38dHz$ADy7rM;~X*9MpTH4w?7_1YC@M4fjIz9=wW1y!G#~2|f
zJp`5ORb4#<TsNkMtJ%InB%ksHtjZ25riV$SH*V!O)!1nG0GsRt{_}X?57VsY!j<H<
zF6dSRu{p>?N4U5k9q+<pO>~lxhPSc^J|R6K<#>g(UUW-G>vr6_4+PscyO_jmk1#Fe
z1ltM04!pku6vh#L3Em|_nz^kOF2o^#>llp^{3d5N%Bvw5x*@&X`cA@DQtMxZ^er|y
z+S7v$NU=UK*4mCXvfwT<EF#2*x-j;RW*Ke0g1^NoZ&P&C@JXM@2z3Tdn@fVWbRx8T
zn1s?oZ2UyVYLzf*VaSd3Eq@^sH}XhLh)o~1ef%dbtOdH^6X=#dQz0LiM2J3{s87ew
z%b1x?fHh~i=@bi@4EzikSSYr+xncdLZ6ExF2HU7>hnR#=9Rp%!Vr*b&t{d-=HW|9=
z3^HWWZyYLA<6ba~HSJNe9X(Vz3vCh!GB&qQsc-)5V-n(1y&7g!k@oMX%uZz|#`6#F
zT=6PZV3Wp$BZS~DDeLS{hL?s0MpB8q*LHAr=*H>8tD_?aXIF2ZxOC^##oHIIyngiq
z;C}#AHsEf88!#3H9_+_<3{K5v5AB~jxH5bG@V+Nk&b_#F>Wh<mUw(b{hu>fRa^>pF
z6DOZuyYT#rTi-so^YZcCN3Xto_3VpBS8m_EeCyV=8xQZ_0aN6^ffo4Xa}Tdv06T?8
zch5h6c=7(jn`_683=9nII(z7HY2cYReNXE;q_*!Z4Bfwe>lCoT8JeC7r#xCE06Xp9
zJ%0Jf(oo7dk@pX$-C&JoeB=2LSfjbnR4G<11V(d#$!u^c8ytw(BR08LD>e#gheyj_
z9bbHUX!7P#|H-lJ&PsH;92qZ1XDi8}sCy{oo~p(thEx50k%@uqTq!%3PtF$NBbmTh
zKDsnio*U_(8LN&}ij#f$`Eqf-lAq{H4CiB$x$IOvH(M;umHTGPeKY0abfs^;T3H?$
z-Z8Q4HwP_RPmk2Z<MeV^QZ~JVMd66K9o=GyL8A_P9F=r<uA16ATR5|?diFr&=IOEf
zXBO`rU%qu@_Qt`<8wba49vHp3f8@^LiAN{rAD>vbe_;CFzNwd|cYU#c?#9aKwdK)E
z3qw~|#=bnb^yt9+l^ql2E}BtAcl&wnINg~bdeda12cdIgy-AMRfmYj5)*$G%lcahG
zP|i!V5S5Ff^Rtysy39gRI#}kANbP2c4cKlAD7=$2R;toS>g<Ip&18d%<xK!TO{UC%
zmsqe`KY+%Hv?g4#sOV2Bdqog#H$>rOYfTi52BQZ)*O;yF)^(j7XeZ#&xMY29UBB7r
z?CA2zq)};SP$IC%+I?2_N;Y0ni50y#Q5Qz8A-e*+Xtq6;<Azggv9!)+p$U0S5>>M~
zfLH4<bjnsfyQxQxFxau_Vn;T|cX<fl*c+ntRl3zG1QPll3ib(~+sfhAqcQL5wM~9M
z(dEXuyhMMP76?;4KAgvk@_A61gdpPQM1ummjp%maayfQ9N{INd5jR1lhHxdd3KP=p
zrf4-#nWn{TLB_pQ8yK87LTo0e!vgm>FhTGCa;o`9efC?Wkq2u#UY<GnC15BVy?k}?
z^0BecM|(Xxg5lN0(fM?0Z?Q5qJjheakgYJ{r*$!-L!nesNDOid9^Z)EUf0NmVlU0^
zvKc`^QLO8ddz6}()sPSRXS|7#WV$aMo-8G&tGOwVhWC}0M~gF+)WSevwlBNb-#1gr
zjb!5!mDFG%Jf4eJ6TwQ{H<$^H7GlHMP=Cx*jkqUM!Ty1y%Fxv*VR+q|p-QYj7c6JI
z{W*Ur<0+<nsjve87jhwI%4znhWGR!bU^NvjrkvH1a@bOKOWtQM1>L2PyBZ6QB;v#I
z#B8>3ePz$>b2n~Yy8ZO_^;fsQ`uXXPzx?|8_3xlt2>e2S`Rd!RzWo6>f&uE`uYkMo
z>i6GX{P^RSFJ9b!_WZ$@&%b=|^7xtCmASq1drsfH_;~;FvE`M6`D{ib<^Wcyolo+2
z(v&oWoJWk<joDz(r|woWnq-uQPGTJoyB)jzBgDqPFdIMXMl}F?ST!4NXJh3pHF8*E
zJG=p1zp?J)ckBQCkA!zWVnF}~rNPQa1w@zt7wM-U?Fgv3wN+PN?}jw_K|>$WrbfYx
zbdrvYcQPnm3f6;#x^P$zk!DBY6%DOUCfn65(RFu9J9%cK%I`F3r9vheN^Yr#ultC;
zb+ZBZ$<y#I64J{=Ygvs(4%{gu13Q{<Cl!Qg2L)y$Ae=<JpF#Ce0WA(4pcCReY7`*d
zfdxGdrEh5pa!45&Hz{TN1OzJ+VP?U!)MhzxyPDQ$;lk~FgpCJrv_s8;W+ii*TZwh3
z@yaf!vJ<N5gmK90h1^Yc4a(XHv2fZ<42YWC+KX?rQrm0{sEr2~q1TIv8;zZ<UNy?6
zK{^!>9jDH(M1}NNofx#~H)C5r-ulu1MS^X@wtU#!_)%TMA27fe7E#-<{zJ&-_ZiTZ
zy7xb#LO#=UL40OX(n`-8=@l&_*@27m38_w2w1XX%u)<2Vxr46YP|=MabE%(cWz8lT
zRM(Ewb8ujgp9@=O?t+`8=%}S@@7%<-6K9W1uiiUx@!(=P?oj9@oes4<AFh_-Ljjv}
z*Ggryq6CDmBWu9)V|Mr2+|w`bPL%qJ0pCbAQO!mM<Ic&HZ!#CJBq9?-rPC+(9y+>X
zYHDC*Y4-Z{Yu|&3^Pd3y9KgN)KAjFegZ<=hzumoacP1ELnVVf1nMtTUj&^NSVj598
z_WP4Bub%(z#jWdOqnE%l+&KC43FwBOKRG*78ptk=4(^{Cy?FG<h0_=JuI=BqviS1O
z`G=?W9ADc}u1ri;O2?Nbj_unsHM=lXodhN?&&Fn-nL`id)*VJ?q*PuxbN0}sn}_$G
zJ-X}o+{D8C^z7;V`>yQWJ)REEms3jvxuyQ>a({khpa|Ade_^S=xHQ?nG}5<RE$kdF
zEe;lj@{vN+9kXk%9@zE#`l-hk4&OVr=lrhum7(HrF*cA7&kg40N{P90a&|B~Tux>a
zfoeXrQ0<>B7A6Z>pd_3q=Vk{=qm{y7xmZc3s)@vC3Yg`_2h)+kTx2NW1KX^@gbyrm
zx#){H3t@XP>Z~Mv`EVxUN%Z$k6!H@eXIi84o6SLk#tzzutab^N-^mt=`9gq=WJ$XC
z77Ne|sRoA=OVj1Wkpf5-W(QKMV};$*<pcATgA0}Yvwer=iYJ#!Czs0Sb`G6fs+?LH
zxVSccW$*OWeKS|~O`Tk+tc|5zYJpL~FzU$$E5_=@_!3laoM!bCeF-3s$C=!CN04f8
z;(PQkM~I=b<4taw(M2<RS&pE<;^nC=RJ{Xy$y8eiS_|Ilrn!S0Z-gIAf;s@l9pM2-
z8e5R1^V8K{Y9Pw>r#XQvyHM!xc*#l&M(qT$H-;lXNG7@zB0P@(+##4IRi{HIO?ymz
zZb!lvNV@|CyCZEjIrK`0O|y`XkGVB2pFpLd$rWU^o?>y)odLSlgLis~fgne(!70p8
zQxInd6Y(;PklUixV4Z$Sp(09Um<|`p>OzO()ahxp-GpWm*OQRzJ9$uXJCsJ+U@^lr
zx)!4q3C7~gE=)MZjAa;357g^}=Tp2?j2{j1d|pO4L{G%&eh;#k;sk6sO)pd+ZBQ6c
z4l`aZt#4P<I(>w6kmmFPtTxnafH<tkpqHFU@cuz6{ZBjfFPpPp=_?$n2G350caMMz
zQ+ilktym`wP=4On>-JiU3hVLW)ZF9(fyIZeZ)R^nCM6b=La&j^t=$T*S{K(D5*p2|
z<A)bYg~5QY8VgSrlk@$_iNWlSVqvzLuVg%9IZw6dOJ_ZO3IAvTT+jmLXrL4dlp~>H
zIG79hOUY<8pB~C*Dw$*{6EEcxm13%rPn1%TN-{E-ij@1ZYE>_nLFsAdg4`i$HYDxl
zm_?s-n&M7l$f6CIG)bqW;PXU{#)8vT@p%UWfuT@%C>k40C598Bkz{Bz8C)o37fSib
zbZV_S^!??#FP{RW<S$Pi-g$E6{`X%3Bjq1}4fqe=15n~`KLC>PTjKHC_4BW9Uj6*b
zgD<~2cIv{~u?s6Zk1xy|7#`nMnB2L1=;GB2Pj@bySlD@bc41E`nFD^w76Dtw#7gKe
zt(+4Io8w8J-`Z^jIUu)HD?oITn%U5;z&lP1*=`~tHP}`?A7!DzHPCu32EvBaHf;Lf
zlXw2pXaDwZyiMC%H>`tieqR9FpeEF~>CiA8Z)s_DLeR?1bv`&Wf=9bCXbT!=BhsuS
zx*mnKV1P$GAgf}%M5+fv(loXiv4jo;0@GM0V9-ozwOZOmMzkTeZ);uuDdfYC>D#uc
zu_yx;Za}tpfPEaJ$;ClOB<!Gw;TKYDOr#pys6@3W5D+T?6JSxCWQ?1N2{1t-j|D#r
zpyY%|xP+Jrl5``zO-pUnvyd7lq61mWY1=G9)$18(10Aj)Y&UWmT@r|~qfy<_EN0gW
zn2o(+lu3o}Xx}Q8*0_uqV+ZiS-_i}Qk)ax-=z0?yrlGbesSqAyV=txIBP9f7*ibht
zqs4^Otzl!ERZ*)DZ*Avn!ywjg`Sj1VpS{<x>3vkgM_t@)sxBy-&<2|36jVJ6g=t$~
z$AE2D%fT!U+G9ZkHPEaU6Bk1x0vHhHMLNlO1$o3oj&<X**3Mo*gF(~ec0lZUh^7M~
zrNg*PC=pk$Q+26(dSagV*+b{Px&P$KzWrZaK7DF!SJdeO6Wv<1)#*&k&F;N%`Nr?R
zzT7>VcFTpwcg|ltdHC}~`ySl7F<veXf|Arwdf%?$y$j{xw9hP;aTsi^-n{S7!TtO9
z><4z}d-mPCaqCAw-UPsH;8F|tAAs=%zWDVw@UM9L`t7PMe)HzT8)t7%M8>oXjReB;
z<HW0m(4(WD-=CkpZ1h|k8NGY+?DK~=AMe~h15B88s)*A$9<wj?=ZA~KiD14Qi=A5P
zKRl6`DCP}@c+wG=&m^YHV3v9I+@Z6;z~%Aa)N@ntQIF}AP_@`;JeV80bM^MahtFR=
zfBn_NuOD8!`{m^uk1m6z`iYwtPv5?D?$*V#w=bT%eewM53+Hd0KX>Eo8Nh~n%Sk_X
z=I(`acduNyapnA#ivY;-`O7cvz5MF&*H6EE`S{_JJ9n;}J$vTVu~R1xUAu7n_W5JC
z&Yrk->iD_O51%-C<lM0nSC5^(c<|WyBgfAkKYsS}qvwtsJahEWc>qj5c<|(|J*Ri=
zIk{u!@wL^H2X>y>vvOkR!qJu4Bg-=f7AAMkjDouT&Z(ib+0n^rHR$oj<Jod`D$_Ua
z2^V6?axPoWB(ny4NUjI;wV2rw5w<IsG!c&ja8)9=JDSfFbBR<k63Zr%rEIpCPWI=L
z)k3nIiS%V61EoxVDN`z@`penj!M?GP{>jnm_(=cAKw+d5Ehj?>k2C7Dgq*5?yDJpx
zj3s69v?7}7P3F|`v@)5~#8N7Ur_*E;#M8QHQWH;f1_CU<56qPDy&kq+ht=uOE+^IP
zraD{%5ECs<3_!@mvcRK;YWCoqA&M<PR9I0G6V?b^-HI$%6dCLzy5d-!86s1(b!#EU
zAT*H{_409I0!fIYbx@gIJYJ8eT`TD_s&odm+NDzYbN~*dGg)j)<<TL#$87I4ncB5#
zrVfm;n;4*$-q~9hNpZY>nof(9Tbk8wh}lUr8z>w`ja&({dN9#6B^X9K-4K@#5eT7X
zXJjD{7Whc?w6~fR6oVWnq3djRjI^f~nAFJ)tv$LXs}CJXQ^N^dwm{9Ls6iht<fjGw
z3^4u{1e!xPE*s%ll*n#geTTFKjI{e5G?lDLpx*9@kYgU4BY?JhupS37=%uA%f=W^L
zPYd7w;D!EWBYV}>9n?_c8k$W?QZeaXz9wT!$gmWUjP!~Hu@3p6{K(Syv{J6LiR2lL
zqv{A&3&qLm(A412!r0j1k*UF0e5AiP9*K<wfJ80W7xt9Gj(E^o^f?Q0Pt>bVdv(c>
zF%+?+<DN0_)<}noQBN`KDTKV)fH&oJCB2URRJ4==Z@hFlpDtwL*<?5y59MN^d^nKy
zxeMWN$ZWC6WOj+fFYk@2Ravt+sW;?pwxY{k0#!9XD6o4bbE%oW+)TMJR!oE4{!}ru
zSj?|figSg;Vkx~?O6?ph?ieU8_T>&wPyh1Z`K|MS=Je$3v9o9PUbuPo{<Eh~U%q(p
z5*TdU`})ThKmPXpPrtu<4P?Cltn~HMm&f*=+&Qy*dFjyN-2REt9mA7rBRfAI*?Iiz
zrRO_#U0m98dC$S?2X>#CC=407TnX@dr@+)5M4gIlw6xm{3{c(e#5VU(u_`86&7$-W
zVJ13AlL=rBPEBey5L>jECIzmQP``fLC+}?g=&$IFTjWU6x<9{D`@y?}n)ln=J~RSM
zIfJNbXt2YOmL`-P4)>waJ_Od;hBLPj<jrXEhZ{H>wipp8D*~KFxe$1LE82`_$#C?h
z^;<hwe6QWDmUg4IZ-ssO3A1K9AdE<%5G@g-B_b54Mh&LXKyKF4pe8O(%S5UuU_K56
z*;)y@P6(|9kF-$f4h9j}&PUtHF+M%Ur-oQ)KMm(@2k_8F8MQ{vXfg;;dJam8Zj_)}
z)KrX-M(Ke=_)QynDRp)^$*5#@cT!nYI38I`L~WyyYUs2LDrKEhfwyv-4fuLJp;18q
zjGI~wr$xhrsK{+<VylgVcDCcR42YE2WD!%1YNTEP6Z5u7+Uu3waIv5T2mO=)yyD@l
zLQ-wiLM^#Ob{<XG*4Bw>W5FQMt=nOZ8`=D=N@I&g)7r_|&_&&#Vs2N_>x?|8TSkg0
z2uUf#FM`L_ED60vC26qgp_-l+9%Tz2xrx9<aKtpL(_++F(xJk!9fu#BK6hbl$HhJK
z)1?thuhFVCwDY+gqOQTgnM>!dpE`CV;k27NgeO)PuAey!ARAZDp9<O?Vivnwz$j&1
z)5EEt9a!(9KU-geL{awcIr8|yqwl|b_RE(qe*XsSEq{LV>rcP@`pY*z|M>0O^c{G|
z0p!<D_byzkIwMcMdj(SXyJv4#vsIf?ALv$1_@h_Po;+#yoR%6NOw2vIdG-FK3rB}0
zOB##EYFe5a|9qyjXQ()qDOO_Hk#u+_Z{0Z@uI9=%+gM+6Xt7irj3jcg^z!^tu|Idx
z6M1flfSmmnLHwwm_k^kYE;si5sWZUI?e)v&KYsD(hX)Ve{Pg-az!7=dqxv26sQ&8>
zIKRGSvAqHAcEAk}nA`z-TmT&T`vd-KD+_Q&fiWKVp0_eppu_`EQg8xT>HY#hI)4KU
z@t=Nv^W#r%0AKViE&S)-zWMRZPXJ~LWP889wcr2gNAPTKi)!D#dh^{6zkc)WPcOgz
z>D!mTee?a#00;lo*ROz$E%3&9{Pg9Qk6%7|0tVzCUcTk9*fmCTEYp`R3_1NtXCM(v
z<>qG>BJq+xR4$e0$3}J(GQ)OLv{&lwk$NMMYPo-^zdBwS7_SaZRtLxPg||$+QmIld
zR|=(pRNqh%{K0aSXnr7??+>O+fn+g|D29`Ha7!n1rChaI92zS1SIdQRDU~n8(%ERS
zlq~#xl`7d{DU(P=qVZ6^n91f-#hfFX&?UmEXh0G4_PFh0x2-em>q$mck%-jh004Bd
zC%_NII)ibs6BPM_0+W-j&=OQerY$M<0C{|Z>q#-?Ca6r>A{9Y+9Zd=y)U2cOaBX}z
zng=6*;4Y#tSQsoDhhq@&6damQB6cy@9UP%vW!X8n<P~Yff)2HUr_-=(Hi63{kgE|)
z?s~Nzrqn_uvPQMFN$Y4*Xqr_DIG4RescKc|>J7F=ySvpFKn8+nm#3{%VS!n;P=M;P
zQ35WW6KoH}ZFW0Jp>8!hv05vvThpMmLc>XVp~Nc>@KQ;f+X?l#@qQ24<HCa~eK1II
zTPeD3EMPZCdSSkZAQ=~$^oSlqt3OC}=-aFwgf~Er1Xzg(znJZwn{xhxfcsB7^)DOQ
zMMMe<+Qx3K=QPyzpil{gdN!Gk8P)TZ)VSZXtC%~sFtK-baJHJ<KR0-4|Kj*?E>jG}
z(s5rfX0>_s0KMLAknnmnVx3b3B8M$#uxH$!q{ovDhx$_SVloDNWsA{Z*5}FkJ)`A9
ze>PN3JMvLeA#5$jJV4S`3|e!3Ln`3Pggm*hw-EN`L!PY9nQ_@t4p31y4+OoFnb>ST
zu~<&;7|c&*!n2?am(R@Q3sZgB$x3Fbl%B}N<_pQiVsfF7*wLTcS<SCjQfvL`BU9A_
zW99v0mBTY5CzfYUt<LSA8d;kdyMO76qszw+uU$QO;QqctU+&z0cjtlY2an&_wg2?m
z{HdompZ)y&<?pY*0~eZCKfJni>;Bx>;*pi3*N$Cy{^03X&%VF^?DhG3F9sG4A3XDL
zWa7X;|Bgy!ZFcI={J?}?+zu+(W@MWgG_TuH-TYcE^;0TzQ`7q!(Vx}xU?@f#T7ZG;
zI56P)0*Gv2GEReQ?80p4p|``feo*(xyM)F@36X{0+WOZ&ywmhaO*^bXhTfpX*Vrfk
z-O^-7H#u6d2EZ>v!R^gZO-)N@T^nS>#t;7UfBy7;|3Ac=>g`ad7mf7b$VL=RiQ-eY
z6Pnkz0C1ek;j?Je<l4>54eOJ1R))oP((oE8O2fveS*UJ8ix}U^M%S{4we9rAPD;HP
zS0lk}lj3W|_&P>SLpPKJ3jT=>LPkhUaybz;IlzOu7+5_Qq7pPKgw4wKW*x89#)bf0
zy_bdcun86%S<#9TLmIm%P<f9~V|FTyK9N|Cg+Vrc^p}s{e+Q4=<T67XT)Laslwtvw
z8?=F6&m(LTQP!J)cN_!hro%lfn3~!|LDWKEaB7F5k<^A~kl1vFm_;#m6PzkoFLPZ)
zMvMyB1_{EeAe7|1s(>5EVT{m5M%~8^+y0}jbsdquNi1#X6t|$!pKjUs?@e_d)ol6;
z67rdli;%UWdziqTo~38u(Chz-+4LbF-NeN=!&=sDtND+5*g879HRO?{T(W9Vx0v;x
zoF069^6<r7D}9NWTG-?0?G@3`n6@?%U*&SdyF{I^dR!NS@%hg28|PNepIo?p@wi!K
zZ{3DN)FbRVCFlx8fL}6K*v;v5o1EuPp8D~JZ~ykTqyGD=9{@z<(d+NNe)z?M(-$v2
zxc~Ucy{FH=c>47ImuGh#7}h%O-g)rF-7jt&KR-J$8j3oMTA5L;TR3=hCFmcvn0ED7
zc25KGc-~<)>10xUC;#4wL)Q-i;?l(NnUMpd#g%Gcs$xI1cRH0EwOCiusp+|Vaopne
zio^zk%-StDAl1H5haX8Dr`r{0I+b6rRTnoCFLr4U4D~&_d-?nO_rAG(|G&j@Fevi>
z#Pzp#y$$UD)3?9RodEtg2;RTG{`T9qdjqg5c=L7_@OO>N|Mw>b-+ljgh1jUIdNQS<
zY<j@qh^fpzgF84fI2w%R9KO8Gm5L;D<I@w#Y*D3)+kNHC(8&1G;_T|qsU<+yS(#qm
z0oKIAGFaeXZe`c((ypobm9goCk;%Eguldo*d2ld1F*h{12rlviV{>3t!N<|r^6*r#
zI+5=m%k_<93PXuZe=1kamqrWav21Y|tYmf|o$b$L`}2jtLUAaSE=QudLSbm2I+@K4
zWWixEm(8UU$yhuQO=pteAQ}tD;*n%Ll#TkbF<;DQ&nJS(pv$gT7*$fMw%4weI~Bch
z4qHm6N~jdOR2tT3TvDk?&<<8Nn+KwNCzaWbr?lh9UWIn=_-qG;#DimnJd&srt<m6O
z5pFgkRI4B)^2Y*Eom_|X266rX(x7iuDq3Yd%?1-(rmX4F)adOHn+pX-_zhNw#g9r4
ziCjsFHAwJ=86FR?>?64CERzvy2i#RRN^5~xU4&Goqg0ZFL!@9F1*mO42j1%-`22Wp
z1nY?q^?>KDV#>RLT8|J-3*$MV$$~bj;4vrDsA%=O@c}P6<fW$~f=XWg`To9tTKN74
zFZ3@P*?k6W(qSrjEfX>CN<MXPWaz@K9miIu4=xYw85mqHROU*h@nQyOeumPq@xH9x
zprtV=Xbc*Kz@Xt+B8o!8vDkQyLMRUyJsD3V?~fEiVUT6_r;|ek@DG|U$D_G`H)gXW
z?e^(`;bJ5ZbLpcF4Jf219M+`WnsM7I5qB=&23dS5>hF&S1`@$RP(RN^CJKq^zSLM6
zNM#Ze+1NxjGE<C?XCm{Z>})YRlP@fkimQXAUBi{N;mUzYAVV78J3Ru%<M%91?3o`u
zyf}7Z=gi^7i9-wH2j<6tFXiH3X(SU%M-!pZW1;ageS0635536ld6rmx5Szd5t{#)R
z$19~>z$OzUC4h4XO7Y+Q49fIxz-8u_S3ke{=7;aU`TptS7x(TyyK&{gzLkTQ4xTI6
zLkc{ri^P|)MQR4!!6rmFL<b&WCt~#!gb25d)bv@~r<=C_<<GR1cO=vrTwPn+x+Ye0
zot@Vl>Vhk2a3urPj%)2=;z;mjSbZ%K4&2Kzn?6_vt*xQeL#;HthuZAMHid~~KL#Da
zwZxD(7qP{P+ODbFB;NcPb<4&rAHVm}2k&lv{{vc0ixrQKfPy)L>ZY+JEjYyc+mN5t
z%a{VYLM3N2X*F9rw%4V3f)JgqL_>w}dJ!llkf0KDGrOsV3ER%YH+7Ifly8*doAhL;
zkpc2|IKQz`OM*CA2sa((BDH!bP#=?^!9YzkXg6xJf?8)0AsiBnT>y8|+q@LG3+!sJ
zP&*P5pc332oL)W?xE1v9c}xU?gU2$6SQM-o4X^9z#^@B=Z9<j`vCV*PFfkhSoe-6j
z#2~Df00A4HX`m3Lu(}>Xot)RkrqptIFeG7HUF|v!0n^JNtA$9b4C0r=a!N*kLNHNU
zb%c5=t{MCQz@g3~AuuuPA@%QIpzCCkEe?B~#{sqKkW}=#?d$#%tmfmk%^$aX_93x;
zT{p4D%!MZuYzGG;$24ncXcYrbZ>w)u_m}3HchJr6E8AgNXXkK4UGgeti;?GGnCt#+
zufwC4S*I$)5tkJOMQ+)GMxeMPGLue_u+XH{@&5Clube-=^X}D4W`(0|8$m14&5sOT
zIK1}!-pw~Z{`~suS9h=9efs1nkZ%6+>#whV`1$(zD+d>sFPuG-8?A^8@}(UsGlSz}
z*~;qZ>_TaHpx3Z}VMo;L4fX0%R`X!gQ?eMWOnxPi-<gPiJ~+7ASN5s(azUrAySJOm
zQ}Vfh2X}O?x&tU%vhf|I^!{-$EfU!^Tgu0a>F8=MHMrPcJUcOQVs_%tk)>lR<B#L{
zpY)M0`PvIo)#Y^TYAG`h#V!1)W-qJr$%(^HU)+EA^#0$#yW;=v+wX6F|Lyl*L0tds
zmtTNq-J73({u{8t|GN|Z|72tb#enO-s=F*oqbrdgNF@hUDi@I@v3O&{)iF;nW3Z(J
zBBNNU2D;Kzu55Akbtycqc(O7+J~Rb_@>qFfd}MlVd~R`Qa;7>yH9R#tHnT83votxk
zGBv+CF}pN2y$IIC%+kc{GB_9<pPyXVIlZ(tGPTq{Is?|w#KOq*GWc?QdKs+A*&S1J
zJHW@$$)(ER)X2ob+xw@M28O08gOelU3!@W@`M#lWEEh}mrE~q+d?jBf7mAf^t}mI&
z{e9&#*}lHgK!16lQYaSE>1ZIB2!->>R6p1mRQd-?<w7cx@P$%=NYL)~SsY*|0k$23
z`BGmZGdVEapU(Hi)46aw>hOjv&Pp`BHaQ>ETYX@3*{qhUIA#m0P>_v{>9Sd|sH=`G
z*rc~(gE3+>PK?J{kuXo8g7zqzG{$D7p+RSbfEIvC(_nJI<feu|o^B4IO+Iuq!v(Ih
z78B0p08G$2ixcSy5p`CWQs3tCk<)-2=S0|pZ7vTY;3fn;WQQH8x3)O_IIEdxR?*A~
zyu(CD#Ce6hDCDM^x*<6i->=7ILacOvRSXHo^XjER$C*8qe-Lp0X{Y{WBm2x?Dd{#X
z4`*+FzU%6N9gF2$-fQ>jyC(+1MOPrGwnuH=TqKt8`dn&V#NteNBR+R98&3`9i$HBX
zm@StR`HU}G2qvnD{BXL^7mh}))}YB0wpwCNThwle*~|&6DP{zhBinS}NF^N2dhPvD
zKhOpPiQQl{ITVXe=h72d5WB&O11a5jJ~mN^O_k!){V6csvQ#bZ8msOc9aydw!SV87
z-~O4g12a>{mX?n%%$=B@2J7g|<k5xM{qs}HQ={|KW0O-OL)AimE>cVeLQaF*pfdD`
zr97s9LS$i(-9qWw;io$fKXNA*6_$QabS{=&wOa?ZvP@rWb#BL@FTeWc)z5&t{mYMk
zd-L6!-(LWP^Dp0=KC>_84H>0+6;GyScA7bzW(K#Y(l}`(MO(eFsg7B<m9u?a4{Vbb
zu}#@hql7f;aVQlI)&bv6Y1mBITmyJ6x(=k2jqK*afGEo+#hBR`I-wo_Q#QZ<M_BE)
zrcGO*b&Ucht4l1x6VMzQ0tl)-Jer>lGehg`2#gQ3wpnd)HnEG2qa)imkQOlpF2q4w
zw!UAt;oqrsAF2_xKK5Ia86Cb&frOGi*+5#qRSZEISu7Qq*wNN3ZfZ87arsWEokS8e
z){?h;$_Acz7>E{+5;Qf^>b6l^wh7RUN)pV$#0NMO50h*pp-nV$UPp;ZQ63iDL2a?q
z>TPta3QJMbTBNYey~r93rO7~VwUAq!gtjml9b-|VTzZ@a4NzKv?=Gng-i`yq`y>ki
z>g-@*Va<Pi_Ybhf4?|wA)zGXLlBJkBBMWI3Aw<j?B6cH}vq9U7H_G@DDuLRxO@yzv
z%diePA{zi!bx0<1qn=OkNO^WK$t6XFdoW26(Sw3VNW_vzkQ1{&gTSN4SBgD4JyO8f
z=#XP$PIxlVk_%z7K61=PbM_D|Vq!bG4jAm%gt%ZgI@pEGDad6Fdr&VbYr4FAwgd`q
zZ)tW)2tFCn(~a`=Vq7w;k`L=?C%COzg}fIE#WmI9Q$cWrjdZljNK_?HWM=WYV6B{X
z693rR+T~LR5A2vedGLT97>d<ma-qzFD;KYw+<WuPq2IoJ`Q~S!<oNaGtvgqNkn`&8
zrR4*u@JQT0Q5e~s8eMS*i?hSK$1)3X_n_N9k}EA-S>CySZeb#mH*k4Li+VQg-4XSj
z9vIj&G&C6r?i;KY?M^wJqvnbt2AiRy%h}U=e06EZU}~j5xp%01Xatzh=9fyosiLnE
zjTC~V!CY}|ta5yOaCIO(Hl8{-Q+g1LzE-)v5ooW-)Q1ORr_V249x6OztDh^~Kb|>p
z`|*`achCRr*ViDh|97+W|L&dtBfEgVM|RM4_ys5oUOs&a;4i>S_ASolzt#NzN1o&V
z{TPt5-+9w3G%E~VUnK8xBzgc%nx}9C)58N3R!6d<%f)1CwFd9N=$OqNl&L}zrBCni
zxFg|Yt~f9<F)_O^F}pasw7RgmYh-dZo+&teAx|)tFAt7@41IiNU}S1&d=}*IZ&UcU
z_soJ*xzZpw0MUPZX0bXt4Hnn~fFM3Pxd_7g5Xj|+XC`J=#-~@N=605=6N6(jVExxe
zf^P(ygw?eJD{BY9R$+8vX>@#fXk-C=oSEA_HM6U~I#a4l4i3)`4$YR!qobp9vtXYv
zIyW*rGc~n5Jp~2=W(Ec(hDWEzCg#Vd77C@oc)A!(<&)V`zBHIF^n+IC0PxN1tM+C3
z3dwva-B(Wa6=Jz!JYVfE#}jU^uiN2dIGm(`s<Jw)2`71hBr}{K1|v8hsFr(Z-9626
zb+a!_R_Ypgq79wWt-XrvO#b_<jt|R|-9z)rbbouQ$S;&d@ffF92BFg53&m;uqY__?
z+@r47nV{J`-yg(=^Tcq1l+W>VDW1)WkjZPzHl$ULw<t&+4Z&-`#{AS`N|12V^@7HX
zi5*nqb3Rrj$e&It4vhIu%%!gG8u+J$?|<+@|FV%CR1^m?vEyqC2N!_S&E`=l`s2}J
z%sW^N4#l$xdnjo4M1B5<%k9zVlXh<<SuCde3gK8W5GaKsl}M~F6izx_5sNKkviJ>#
zsLhh`dEyRR+zHC^j*Q!0@VW+qzQLexEFRxGvAi@;9ZrNNK{>sco6Z#`(z)?edMcY-
zD(AskDCZXY^Gid8m677=XmM#Yzc`ZZkNL)PiJfEB19KAx=O+(=IKI5Fe|Gxl($emU
zk%dYgJX<N~O}gwJomMTCbc@C9!gi3JvdIJ<4fv~|nRqM<j{}{ib}|`MN;Tc8f$<~R
zft?(wxfRbrka=vOTqM#7*&2O!z#Cc!h8D7EpaI;|S3X!8JRDBWu(&;B97T>}tC4ga
zl4i#<op_oSj?iFWK=dUiHH%?2;#Qym+bV8buflG3a?stdw@h;-rVSuam2_k`4r}0{
zohq~uw3W4Zj}B#RZ|Q*5pkeD8H~mNbhyOuqXrkA*v7t!0fNxYw+l6El4rsr(o7%~~
zPJ*6-loRp)H+%2>+~|2`3;q>bwYO?^?~KPmmeehEVh$ic<eW1>03=9&L?n@O&N&kx
zB0-P@z??d&gHkKmk|hT@NU~))jI%;3dtXWuTy=L`TQgfO|8QAvp+9^GAG)iF^FHS}
z&pAs%l6C<q7eS>`5f+IWcmz13K1>?Bf*E=kH}rKGy5Gk}d&EQyA1T3)@+JmR-~6VY
z#`Fq=b~Z~#z?pG)Kbh$xGhHOQVgj}Rg{iS<6B$_1QosW7G}9Bq)9^vy(drY^q9R6w
zM+<VOJ`T;r=Tt1>pag4UBkUZcfibp-pD=LQ64Ic9Pc*Txaso)788%R$UOL84#rav}
zpnx3~;GJBgjEJI-!)A~;7mMMf<9rL#d^!O>eo@LAjJYUw?YMV|Z<Dc<Jh*&nWI;G8
z<_xIjFBDTVvs0r?;=n8qrIj*_GKN-+*YM%i`H3agFfhk+Oo7=t5?~2*v|$%*GD;-{
z35+m}8J?o}=CO7SQg4Ktomi6|u_(N#p1BmXU~>U($ViG=7)7rr>zWE1s8ItYyi9h_
zWBpQWT#k=Rad{P^sOCp!L4F_A#-l}-m}w(Bx=c0-M;wcov`d=y8B7}aG<S+l<swEY
z8GkYz3W)e(B7T-Pr4&qyF%wJ<n)c-J@k{rvcj~#5-iF`ez>L8)Gqd~6mBY1k#toum
zEL)X&#2Z{zYJjFozhs%_NT(P;>f)gYZIDTRP@4!C6VtpU$(+X(>ck4WyVY_d8LLDC
z$KBdfcekIt)xN*8dVi;S_v*&;r@fbNg3Oi7S}3>`Pqaee@RG*Aq&R4-oVIiKw(HOI
zHg49d``H-qy1!PB-|IDQZMIL=S8uh7Pc~Oh>*<}%^vj29zfNU7H28l%we+US{OzsU
z^}CzTUGM%VRd_wW`iJko`kP<8@yoY<2zuh6t9~|&_vxqL;J=LKe~H9rZ2VbI{nJlA
z`Up7BfBYU8HT@Wn1OIh49ym_D_Nh{ABhY7<`~{I<Nx)yG^HuI}aam=dGZ$%09fxOB
zF1b?0Qo2~znzKvhM5bC>Z2^+J6pSUq@pQgiTd6c+>0B_Dily^~)j9y~U@RSsWooU?
z7tH(#z-4e;s;zs1@o*v=N#sKDY%*7>G&cdb1AqpPcJ}~?cS@DBE<iAvTdA~bYu(=7
zRRH(v-Tk$#-R9PAtFzbG+%8sI>0-51Z-cv=+b6Bf!%Cx9u665cyN%Xfy>)imZ11<b
z$6LFn8{5Y_M>hdi0GNMpyxuvewt98I6?FD1Yn`?3L92VP(%j6|*BiZq?d!K2+Xt<U
z?Oyk=*FETV_P2Y7UC=?OZLGJt^=i9bYk_a})mpGrF~-xg`4t%mo$&_g;S?*BAO~aQ
zNP-)R3S1tR$%b=!NmBU$S8z_D8TSOp8Uw@%3h*q`86k!;%xDH!)iEM5mO+o7nm(T_
z@LSueVngBy(|ln@r7n#nsEJi}s>msqXR=AY(Ey*ByR1+`7G_3`GEBrmjXKH6AUzx7
z#av9s0yeH^yA}Afhf@g)yBYb7rv1)_|86_<R{-~K_R!xgvWFeMQX;usuWXj`g<vr4
z0epCRB_0X8O)J50+8gkn<vAIBR%6I)OxYbtr^gEr+-OXiO<9Mn=yO-XfqE=ljRCoP
zupAClVxejxQi%rZiD)~WSWm?^((%o7yqyU5a+&9kZ`^3N8gXBDCBD0w>#gK_D~0{)
z3aA}!tk(gle%h*BYu9de*Phr}zq!*o-mLDet*qtZt$eaqUFoi_R1?uG*jd|cPL0~5
zT~^PFW~b<4E^UfR6i~@LB9V!~vj`LhfkMX-c@)YVk1t_!XIbnS8dFT6OK2<!jXB4h
zw;1-EuA@awS*%D16%pxjT5Tw+G!?UP%j@0tIybV>!)){@5jk8b+ys<ApDxw_{*K8r
z;;BwDGs5DBnH&#|c9z@<g2EY?MG{m=oRE_sGq`>g2j)@GWt8DX>evE#Oi7>6axoGN
zT+SM^Y9=i@g3U<q=uobCq>h1_V~q*WeRBMyg+@1#=*tAMk<aojNpy?snW@QHD#j|J
zIYfA1{K7&&`J73e6|Xjsyi3z63W7U$o;Pw4G~!vXu~863`p9F5$A_m#XbB&X-ji$u
z1b+UUku&Aw3oI16jY18O>2W+OPUX6=WE~7?Lg9QAdYsM6as{CC?q<@KNk|h97g_}6
zIU_QS4=|Bo9x*k`F|+7_8KH%XH?k&8z=N8Cnn921g*X9zz`!FbX(%CTP=XmYG10+k
z+L^fx1+69{Wn|bQ4Y5c@2_U1>ka3S#sGyO!I3$CFlky4f1w=p#u_?zAjv0$$iiv%k
zjsM2-?6_kA<B&iDS^`LKXVM;-7LFJUoMk2Or<zdk$zBE4Jp(*s053uCiz&WYqLDEH
z-0YK6Oed4?Vza$Gd_aN>s8AZ|u-8isgs3WYpH2<&nyEeu-EE*m9Nd_b@6r<7I-GG~
zLOTnwEfBp*a>~Rp3&v-V52>mBJ}D`x<oFh79u3K@!596aW<tJGw%yps95;(OpWCZ7
z&GH0vIIZXnWW8n)gNB(PGD)ntDK-zw5R+)Pce*d!I_xzvSGQ}cslW`AAf}@tR#_`y
zNgAapHg$$XLG%qdmb5qb4ho@^MQ$<6Y$m1Mq_b9+?BC6=_oC5Q)VF<b@Z_!gt!%BA
z&puyoyu96h;;?@6=GwjMYxhs;&t7XDpOl`vvHrsK&D)#h+iRuU&C=D??9pm^ryRf8
ztK90AudlBhmGk?#?8!?0X1#c`p1Iv#x!%lQt><pl^G~mrpWkmidDMKVTYEhi{;k3L
zYq9oQB6ZhdPba+fYOdsTt%ia>_|}WRfAg*1{OBjZq!GX{_yMr~|0l8oJ>KU4e?Wl0
zpMCPthrfB}oik+r^b=qO`CmqMQ0xEc`S;YbAiK(`G5F?ZjU1MW!ci~<axPOeFLeln
zP6kUiudqh5`9z_nGv_qMSP;<K?e=P|6^tfb-VnGAL=twl-xrFNs?BP1BVDMh0ProW
zIy@npI|!gWl`Ds08J9nrEml_R>*ZQ2m0bzN($PdV_r;k?qg}4ILoopN<yg8H&#dH1
zjcBp}D(Kb5W@EG0JY)NNmDXl%wH``loq!pLC6k5nN^QN?>b17^+TDZ3I+$VHY_xak
ztzNoNO%*ETwT(i3t-X8D+TLq+cfoC=v%S{a+dc+LfFrQL)}woP0#<dio2xfV8=K9Y
zy{+vt{=c=cyS@R6deBDz+`<u9O|UoE*jZW0$CI{bN|DUVidCiELj!1TvLh7B{c6LA
z){IbTkrpS-;h_YgEVrL-chT%_iaS6ICK$!WoHIn6*YumcD1U<Dix52lqE?HQ$%jBt
zPPRH7FY=v1vdu$CX8GYbIa%SBnxa~LwwRv|o`t><3<mt->{!sm$OJg)C_A0x#G<T#
zgO+d#LPm~7iHZ5ym9)5Bko8tII~9GWu=F>B@4s@PzguLNutdvqi)OjPD3e(g>afL~
za)*;1U%+aJ+bp?&2gozxL0dX#2R@l)zq<g=1Uv<wXVvei1ih7zrx6Qm<YF5DeABV@
zOri~pD>I3;RCFt!-Ypk)%lX}MZnvE60EOFX;guUt-05uqi`QGd%2S7%H#%#_Yn9V>
z<<5TViSGKfb{$x4Z&!+2K(U%lt;Qp1pDSXs1g!?MQl^#8D#bz}oyI3q_#_e?4V=(0
zbPATvz%%It1`)#}6M+PjgC$H6sC)vAi6$`6_!%Z=hRzm}>3kfCi^20T1P&4-#Io|H
z=6Zau65pugHtLmbt<o#yw~Fb`cI!^FzFRA;*K&Z%FJ>aS+Dd(Uqph3g`ZZkp9M?F-
zuum~vT)LTrb<jv|F2lm4$<PP|6{%n%X2}y`Duhey6Hu?rafX!B&{^7$5O;Bo*e^s5
zFEEGnim_!CQm;limyjU^J|G6Msu(>D=HU?SM2r!IP)v+1Ajd62x<$g&uz+@*5)?9{
zb5tW6CqPY3QN}GGVOfDQa*#^o-~#lr0yQGXK>6ci<KKL2^x+}M;|MN=Hakt@Q8CoX
ziIJ~A#2tl7Cg2Mblk)KiBLp5rQ?o2Vn92$e=>Z%iMxdu@oIG2Q;ZFIO6c3LSUSuRR
z%%~La=YvtW$<P!&ET-ugBm-m0%%dClNDUJuBa&talT!BJ6n;d2fp8GREX05qKc;76
z{9?L)nzl?u2$6$i*dPrtHia1Bjy%R3I&WJPF3Tl&3=)e%N_k|r6zN<XvMwV07LiQM
zVUYSo%nRn(iGYL<n&w;iSf7?Gmk!S@jLyiQd;w%eh;f?c>`I27k8}X@TQ=GT#@?qe
zj%mCB{6kRy-2qoINhS`$$s3Ewv34m^uRty9pspY$o?^P3gazrKMAR?jT@mpHSft1J
z^gbbLSi~Nj;S4MY#%yZR@(f6L@6(B4{$*-FOSLPo7A-+J2Tl3sZtvyp?Nx5HOJ}}_
zjoMyu1#D$~3VkOTZN;n}mBb`fM6Bj&+`i&;mi?aZK6mG5-+%r)&m4d61rQEgF2_uT
zz|u~|e{U;uy%JpyxiV&xltOF9qtBfjv=WJg$r-aa12$vEu>9(b?g7vEs@inBl6mfl
z!ynv#`n6k6+$pSn%N2ROSa_yay0urn-7P)aTYceL>)x%}y#o-&wDQz;`F1OJqn-lU
ziBD};Z*CT@ZRL*}!15*D1=V^XccWRqwN^VUXF8csJL&CZ!n>K+aVc|ed+qji{UjT^
zWpjSd=KrzQ{luIuCYCGZ3koGL73O)&wpYIO?O*-$?Vtbn4S?uhmfK(A`<J(WS%Ci+
zj?ZfLGo}3*vj5A^fBw<C@BTND9e8fNar)NsoLg&&xB@x-a!@pF;E1%cC1)&@bGdTU
zLK}%9S7=?U>+NuM#b_^R%|H(XaC;rF?X~8{%4#E>D<v~U0MNBYd!qx0^sRikzR?9G
z^L{*C1jz36g@e&_IFSRS_f~JeQeQ7s8s+L*CRYL*1HB29AHH}h?~f!wTRT^(e?iwb
zK!Fb+-W!ZNeSq%FWlI&ni$_w~KrETa6^qqIu3U{}^3hZdv;e@4qTK-_e7oSFxLOAV
ze<+snMdIO1Hjqf=YmNF=cYS+zt+!KcZ`L<Eo4b2!>+M=|Ef9{R^Z7=*y|%Try0%uV
z)e6<>M)z=|d(_(8U)$VUZFUOPc4KR=)jI?V0l?vBb16??+3pwn;^I(JWUvx}|BMe9
zy;>*C9+bg>6U`4vl~An-<qpuJ38B|Nr88kQ#xc7e=Z(_*afZQxw0d#=I4zQ9xPzp5
zDdeoEk5D`@l0V6C1ju?D%I?A0JxEW2l&?(X^6XTCm5B3$p(&GzDg$v3HbyeU0^{u<
zCdLz_SS^Hne8FR6=~T#Ih?UO@^C@92A<QQw$>9H<Xa8$XHBy#PH7&Nv7Y%c>#(8Pf
z>@4~LyY4QAJb90!o(R>lky6TAP5U;op|z-QEfrqNCpL1aPA<KbORT5E>zPoml<WY<
zgKWH8$n37J>{g1sQWhA^oi;1S&GPYD`DlF=l-@_{wQt|J{q*5(XC?O3(Z;i<JExmq
zuq0DU1*@4rA?!(c>;bdhqLiy=X68A35tTJXWbp8G&D<=XiYFsr6cmyGo1`EyEIfgR
zK~qo&1_jUK(D*DWheDVFd^@Pw(HJ%c$3SC=Py}HD!N!pQ#M4nY3IaueBf+CgG+IQY
zRm}07RHKurR^s3nI9tvX!C*=`vC_!aR*PV0wNTBZHp_(_V05`vKj~J(2C-unZ3eXP
zJkvJMv<OKW3Je&rh9w*ipC(6)D_N7WsmW<7WQK*nLm!3o|DO{6ka`ZqBM*|Hj|k8g
z<je_+0-{q70b3`@6jD0__ekJ=0R{}So55@s1EqrX%f>GY2F}wiKFoy-2vJZuW<rC;
z`?%DkjP4Op<pk^kVZtqjdAOK)+$0AwBnAey43ve5HIPt?aF`ND7ER*WNCX)%jv4NU
zo<G<35C1p*+~eZW@g*c$34!P*pm7Q#!Qnay#0ZU%B+)Zq!jZ)A6DbZN@V6)X`P9%^
z@+saWoOJV{KH#uAh1D~_z6C_C2yC<TW&Wgu1ero1r|}2|;yfEQM1c-a;e%}K=nNU6
zVIW*nM862czQg(O%OprYer$j|dXY8p7!&@8Y98bBDn&C~3WYg8C2+`Sy4f+q0&`g-
zoS9pc%DGxO-XZxio>i_TW36*|>k>hu#xmLc7~J{US)^{6A)DjRG4Tct-a>;JNF!Dr
z(zghV;4lK*(8!f<QV>@bX+sVHG^t`(L<9!vF(Lm_FieOfNP5fIoa};7^cVsEPfXf*
zHoXt*CHTw<*$hmvFgzz7oShmLb4L}kXuX`YBt<G_#<X&{$Hi62ac=YMZZij3LXBwn
zq_+Cf(awtp-S6DF`s8Nsm80&rkE&00%Xhk+`zPBk-)z0OvvF^G{q66+^v8Ez|LvRK
z{+BnNd;V7I)^6^Zqt%yhZoGQ6_3eZDOZ)BTb~`(T^!0Z6iLKSWa-y4!Z>*%(8u^oa
z_9v)?2VdpBfs{Sv3f*iqUVHY*_kR70Hx6$;!Ir+DGrZDWy}#eMzfpUo(|YN!_0(bM
z)_VH17Q3~cJ+8!#R-;dB6tA~(2bDOmhu$eh_DYGvN)}kk98}7?<<hNA=VX2D>Q?Le
zM(b*;`9yE)<$JeYyMOP6lf!TKc7D>^|7m;YJC*iPxlwA?R?C%&H*>mm03uS~_~~1(
z|L_N(Ck}r862AZY;Qp7${_D5j{_s!#j_hZI{9j({|Ksr|AAR~_`z5*1B42hn{TZ)2
zXV6FIR4%h83ApKKWOZ6-q_dUoaCZ0lsVx}QS+h3JO0f=N_BL7@z3$FoZx__Iz2<tS
zvwg68aJqYNveDgZZk+Yaw-2s%c8)-E92DaKrmM}(*5(d)Nx9ktlX2iBYwMkCq3rR8
zot_{l-hl!?l`nzUt~T1aQmwiMs_$+*U9h_RPG1Pn0)a@<AC5=Cw@__uZ377E+Tb9O
z&bvGThYP@XDqma;$5Q@KESAWmvV}~coGO$9v6KfW<&xR_YJIiYF4fmEE0uUAA5W#T
zg`(5#35FxFWGa)(uhu|$zfrE#*4BHi&E2()9Y6x4i#2x;$m?@S!2hpp<-u!HVRvZR
z5tjH<61$(fs7B=S3(2I=6C#JeL|aCv)S;#&gR={R%Lb%3z_r>~ay4vmd0^QxF}rx#
z?jzZNUAz+qSocVpWA~Eg<{@&;gw_T(xRL%OE0mrB1~_^Pe91882;%Z3UMxxo2Z*sK
zKM)e?4OF>w!V8k-yp(8^9!@Z<Zk$$!PKM`fTI#YI?hDgXIdMEW6N!ovNol|@{wt;Q
z-|V5k+nPP^@~wD1Kz80t1i%D(GahTFQ;m2K;P_T52HM}vY;-m0Yh^=V)@(iI-^?a}
zmDWZf(*wnLCEqKjwpUZfYsLL)Zl{zzs;^$(Si9D4oUB!@tygbuG)`LO{bsRS&#kQ{
zTBY>O&HbC5Zq{R4i2!oI=GJOWa=Ai0C1esg6fBd3p<<9YC=4+)4j-5xj^hP{=|!Hx
zV=~V07<4>_Po;9mR33#PV6gZ!DvOAxV^E-Yry&u<2?!YqB|#_9<D<CA2`pj)3kQ?V
zI2Mt@z>_!>DhE6t(Dh8(G?z6yC9tW$<Q;IKXlj?el6j*-=`@?7c2iU>wK*;6h$qvn
zZ9aGN_Whf;4mLJB<x<gUwF?*y5z9JFwTUUVS)ySYVVlDR)pX|^PDvk8&q5aFCxCvN
zPadZuFCvHjr<ge?<-^&8aR$0y#u_$AFfPNSS~0+9L-{n6oCC9PM{QKd5&@~FqO=s)
zJnD)JKO{yEVJ|;A_|>lte*IzQ#0YI@R7RdOiBUQMW|555Q4m4KM481@vspy=I1@dr
zpT<WP8L2s1N<>S|@xUGfef}ZnqYt6ZpM!nvYnX?=xd?~581yKg8)Q;}058htxESO`
z$gqb*h!d$<GBZk{8L((M0_G#pT?~qSieM2S%{-``H|Z2$fYpqY01;vz%X>t25FN!B
z;-UM<<Cht*aqK`J1=7bvjdAeMDbj?5Jh4ol^ziW!5!J#$NpV9W#2{m=4?lXDOBt7m
z$CPsyqdukzWPgemRZ5$4X>neFFfM84R3LpSZv`D7gTN*x#l%#<kgFh#YWOgf7%dYL
z_zW}^H%2E6kZ_OD1i&3srV}s>lnE<s%q7BDrIb043QZXr9eD^1eQ1_`#X5&}$rvIc
zV&vRE$@rswGs2)9Q7?^HY$&S@qf(A9so{1rRlh_~NRbvJDw!g9TsYa>I0b(Z4B9h@
zBXq)*Db|2ajdR<%c9X!aUx>L}0V9~>2pu=;_jcD_xY~Z@?#Xv=-v05Oqc@-4{>d{(
z-@AM3#p^pSp02)puyLom_U5;q{oNbi`}L1re&+|z+`rzqwViqPsCIvU?Wu0@>0aUK
zo!Y(a=1Vtro;(DjYMJ||wdYUQo<3TC@u}0FeCz2qMb2NHo4XH_RpytsE2}?w{k8W$
z{L{a@^1Xd5_Zf}mJBRfbZ**VY?S8k{dup?KR0-cKr;ZD;<4Wqd2CU(-`?XB35Zlhj
zcJoPKGIp(5xVcd}sOMUl_(o~<O%VO|!#92nLW_U+<2Szd{deAa^Zh^m0cg?x{Lx3B
ze(=HjzxmCd-hStUcYgW7?|=K72Y)<^N&4-_5B~W62Ood@lQ)0-!|#9R(@!6K@WBVb
zPzM0|mpFTd^#8qv`(GmauYUF)$o?4^1^oQKgzO)Fa<_a}E;Ol)URNL!36=c5l{uAD
zW%4AWxn#VoRCy#aOCXtV?rv#ao@F!85P=<iYi$$A)VDXbb~?TN9>Di6*7okv?*7Tn
z{t3{=gMuA2&_R>^@ahv_?H*n4?w-xTwKun0?JigwogJ_%0MFmv1roSky$K!xQ*zsY
zAqT>|LK*M@o&A&Rjdll=;eZxMXIHZMQn6G6&s=MFz(Ju@-RkXuY5H(DWwE$zHm}DM
zw%dJyK)g_>R;ugO+D5IhwOVQW0tutZZL#_M!DKvH42IHHyFU<3t~S;a*&?`BJehO4
z172UaP^dKO?Uj{!CRdIF0admHYz*w4px)}TxC2_N%jNY4qaJTe>xoMPX{j?bt=1CH
z)N~Gp&Wx}HiLtyGq{9p6ho&W0WQsAPg{;+6fj5rUI&Sr%XBV%i^{_?F8I&9Cc!!^&
zHKU~q@C7wgt{Y#r!<}K8C(5z7$x9}<)-(}GG3$+)L<Ar7VuJye-N{=v(9I^Y$4&^j
zNYNm$zoXflc%2sQwQ?*fqDhMkMro<Sd_1j;rBu0sDHKxv&EWg5T<Gr>*|*Zk?LumM
zCBBghuBU^oWVjLW@0ZgXNlz!8=;pH<K(Ag(A2wDFD~0V$@}yZiT5s;u%6qla(c0=^
zbLC{cd}FJ2*eLFlbNkiOeyzM&OoP;ht+PBSAo%eoJZ7g!u2Bip3!;=EvJy#(DMSiv
ze4_6Pv~Q3Ih2tloqgO5>p`%zhl#D{sFnBhBF~^g-^}%+2`)2nk(E3`G3CIKl8I8e=
zL19C~h|x&`3{HZ>X>b$^fn_4F6eyC4KvU5eG678D(OCjEo5$mEgu-cwNI18!sFW*}
z^9$0sg?Xu5wy0LQ1M!{H8|%9#)?muuj@$itmp>N<1`@?qxzGb`fmfdU&JVu*t!|^F
zm(45*1yQZqw;+lOxh@*kKn0=U6HC+M207fML8=$V7w3lb2AJMBDdP8&;SWpbBVtM)
zpLj_?gNWHA<t)~)FfL)h1!S0r1DO{gmKTuLg-N#%<i)TwM4W+5(s0orU{oQ%fQcz8
z0@DA;xeMPoH#BhZ!lMu4P<>+IxNHt77ZDA7oQ*VE=JK>$5@z%f)ZkY{_={TBh>kkA
zOa!_z0&BdV(tmLghqQ7S%LI&(jLS)9(lh)3n+z;uU39#SK?Dl~$a*P6Hv;8BqTM8-
zkxtZ5fukMULdKgp1j{tmG=(s7;6^T1&&SV`VN-+)*LRn!Di|C67#)5IH+r4~9b$}O
z854s%ER=&8=b(nfxDhQK9uiX%b1e5XX_)~B{`0Ki$I+vGOcv5$COeFSZrvD{Hcp=c
zX@LoiQpINxg3*S=;&c>ForSUrbUxW6BO4=Q_o;Y&3jPosH9(w%%`lluVm=76Az>dU
z&Met{VXcI(z>n&w<Ay1OfZC76oF|ZnW(07h1il2U=BFUjgfRwu9C_&xyOa>uBYj4k
z%f|4!S$-co9OjsflU^4#7Nq*@Sc`Gk?i}*_@IE(Bz=4eqJUTJ-7?T81&QrAt8lOIB
zQcd}-29Lq+GkTi2(owrnNjdgfk+pPSJD1ytIM>74cHGvC1u7wXJ7v64&)(Xq|Kj^E
zzx(qye)amx?|kpsm+y3+=;oi^tv=PMKiMlibFli<e*H#g^~vMr?ZcHjNBQg9iK|=j
z+v|zvc1q7bzkffLI7N$UGYY+GuF=Z9^VZAny#3whZd}iyDYu=L`_~%x@9sRcy>Vl8
z1=QomjpUP!)!VhwHPA!ftR1bD)-%y=F?~`k9hX*4%Z01;>~S-_T}f_~ayJh5Kl>02
zaDM*zM`yxwP<#V~2CDQgIQGwhk@D|8dGN<iKLS%BU@!6O-~Rgj-@W_kyAR&_#aq99
z?>E2y<xhY6)(<`aL!Uo;1Gve3^6>}2N9GGzJD6EJlhXYw(t|(#_2^7P{~yQydA)sx
z>|m@EQ1Bl<`1RXA`ws=(+53aC{p>yd*YzLo_vK^%asSUBKlu1Gd(~}7_+zDTvh4Tg
z4Tca)pzwsVo2_0pTemyYGNoO-sMgp_{&dzAsv2!+pow4K?5?-Fo1I;td)wUF+3N0X
zgCc$B5ZncXJb-mDy58>Yfyx~mf1zye0a)*Sf#Y2;7S{p0g6+-j4mjS~KiWGu+1)?h
zJ-XW5=mLBP;12ZmVD<Ko!I^{88#{YP2S9#*aI(F904~w#?l#so0K@}<9Z(1F?Oxy9
zIBYh0fL2eZR@Ym5+r86Dc_R|eXEU|Ey_?`sFy)}r0?m=t;fMr-*-$uJYHX}^_FRE@
zDpzTMzih5*G`iF(liwQ;_@ic%L#fhQ!IV>`m@SmN!LZfio|>JJE=sK~gCnTcyQj2H
zy4lN#r4~aWiAIGMN&4p1qk0glY9aDw`(_r06w6TcGHPyqa#lL3v%>%n?+Q|NW~59G
zOlHPa%kU*VTCGKkX2xX735{t|=RiuAM!DjPQ!|&B46tC7k}pj+YT|eV{L-QA7J^ER
zS8FK&FVAViCVbRfoSld=y>5!lNVI8)HZ{>>Atn;+NNm>YUkHWNsieteU-&D4`!{>&
z?-totfodI?uV$kg`3T5i*#Rh@PIh96-BhlXOLl9;lg-ABPV3r6^Ps-ERm|?KRS!0r
zN9$E!4c%MGtfeBoa&DuLEJp)i8a?5(fq5YLqJ+n!3z=N}ID&yDU||yw$d#dq^Ap2Y
zl>IVCASgn^xd6dgG(L|mW0R)2WHOm5piNB?*nA9)2FGKeC<2Zu5-C*k77<NRj;|^l
z{4wek$iNt7V3arszU_JRQ4(hYi-%LtxG4%l%A8U&1xuV+lUU<luz-x3oWil9v{yCG
zn%YrPn9>XS$f7Qw(D~$Aw_@3AGUf7x&0Mh-ie~+xl@R!z&UV|KlWVtbcbm<fo!d`5
z{hcT7f*NSaz#dwF^#df8OAsarTt7X&EE-!B4$V$o0oflW16Cm&Re(rh+n6l^u{j3S
z^WR*So?n=Kd=>-^>nQV5Jcot??EpysWfZheM1yI#2-hsZ#7Ag26IL<NNWw00(559e
zj}664TpWG$>x19;XZY|1$k?MJ7p`3S#y9a}eGAiA@cZYBPKl&rSp4H$`sC=ymBGGC
z!<R1%o%<T>;y+3#1M`$CBFtspWZx1U5s@<U>ZyW~6BYue7o=B&w+Qeu;6;Om*m1Zl
zhnFQWQbd{=I%&b<Tp$>Q#V`=bP6As;9R}0udf}u&1T_eVP8r{;r!ryR^qHf-c%z|_
z(5`&-D?q0Q8%6+!yhYrk1UAYY8=?(e=0L9SU{_d>$0Wq@SrU{98$?`s6gGNca=Z`T
z--jF@fMPF-<&=5gh`~@UI6LOj{`A5OX#k(7zNxLA$m6HR;)yPtpOYK85;aZ6nkHZ1
zA-_tevnf*?jS5osPgLSeeH_g-Iu`vVkUdRB3}S{a5s1UwdC27CKLQCv*1^ep*kK*j
zGfxW7(xTI(hyWE+AbqOQw2d0EuuXch(MhKX9+51ZkNU7t3qH6+G%irMY$Sa0G8}dV
z4IhGzUBM$Ed^%acpy6Q9fr}T#T#ji;sg?@mVzyH|pKxnD`q^SYcVjhkua-Yd_}A?E
zrggdNw|0WInoGA|2p%^RZ~yS=cYpcnZ+`gP?|<^r_n$s~YNz`BTfJ9K)?d21`NH+i
zb5}Q>J!wC4y#C^i&Yj)LUM+UqO5Z(dzHsm0)%$l(yW2LkX*E$?U#Z?ZJ$&-ob|L22
z$mX<SK{M&Sx3hY+2}*M3(Q4pYBXPZvy1P@m+6D&f@g4|KDkb+TdEh8}wyG<)8r9uw
zsGIi!1<Q?{lOKKm9>DaE-v`s;?|=Rou*dl`0MAc9eDKMK@1NPheGcMUKl=2u2f$YO
z{SQC=^)G(+)U}(x`u=Or9(CV-{l!20{I$1VyZ7d|Z@hF^yt|$K-P<p|_ufw*eDcQ+
zfotAb#Os;u901_YKmH74C!HZND7Zfc?|xQvgL{AF2R!4WGhO_LAAj)PFW>qJaESUG
z&;_5q_vb%900E3ZOZV>!d_=Imyn8lR|0Sk_OMq*G+b=f~;Ii*OII3KCY2z+WA(CD5
zC05M#pwk)(xMS<}ZYr}OnzNAT^E{D8zT|NDl2%W|8HfX886Zjr*bS!G*3T?x{%ry6
z`oEn4vuR*$_72YK_b;D(rei<Y+COaX0H>O*R&QrxcMlwI?(PG}oAn+Tf;$4+05B*A
zo)5MJU;#3J_vqT$J8X3J_5rw`?(7`x?4E#o)keFu1$GPDo4wuM?$N=?^~0+-z-FMj
z2HFJM-QMBW)_$$oDK|G-U7(8Z9h}|-I}O0_R~j3D@ZSVec<pXyYd4iHM53wY+Sb9r
zwPv&9b;m3wj}6r3PN0eQ`n-`$rjX5M9Zr)>&gTnoQz8bafu`pLDytxn7b-2#Ky0So
zutXzVwE`oTk>yGXM>IMuAD&$v&^lm78%m{wiD$<oN~FcZ^+tHy>4#NI18x`Aq{Aua
z2nGf4&!;ZPN9L7R40eQk87iC|(CQG?ig=|!%~d#2FE*7Iq%&fN4kw!#(&|xhBT2O|
zm<W^Bsx#>r$6>@f3>2U#(y8%&CpQ+H@;Zb8=VBpYsOHRtsQPaP-+$#of49iKm(QJ4
z%g4165V-+s>1sT1(5$|4@7|rg!zT`RukCE^w`#zzwOh)!v#Dk#UWf#;VSmhJ_v&?4
zrDADbGRt8B=^AMgiX9)rj*k-%lQ=Yda%_|UMWKgaJOZ6fB(Z1&4v)yCQuIh|s#Fva
zQ4|CeiAQ5`lXS!g8a_NUG>jS_#ElOSCx)<)LFicD$oLRs5<W5v{rW#VT(lOgwq-1n
zf|}saCOJephdgEHi>xyWhfEVt>r;CBipf(md+XM4%bD!CQrp(pmNBwrj&56GJ#%<V
z=c#ENd5t}#vBouK;2Is#neyJyYB*Us8+Q$sy}?E#2|PGEE7i5`TDwx&Il1}#-r-i*
zAyU!$mWhxV?C9L|xJyO$D9L&WVvaW?U|pUQjVh#Y5w~xK*Dsp8GN<Y{YA3vUj7bJD
zEW*7G@PC^*E1u-jMrB-_eOYMHaF@gwvltta)8iVhWd=Wszr0Mjq!A37mT^?_1;pq%
zR9_!)cyfx!q+$r@@$r%K=SR;yOn_YBP)9kOVGb8~nO&HnLnnsL_dWj5=*36yV;3c~
zakqlvkYYggnR$k4n<0AU2*G($K#Y&hl0f)cV2-BaAo+-k68uPDhT~(A?Fd+uOm^ci
zP9g|=A-btVH-Y3u^BhE`kHT`Y$xaU3Ood7DL=J*H{qO~q?e1%DthdTk32u;dev~<M
zVTyc-jHLs+HYQ|**xyGU?xT+P6NWC}hcAww`#R+DM`4#PLI%zuh90Ag4iX_lm-_yB
z9Dad-0(&;G%v86n>}l*48Ew`cd)`nxG3K8z6ppRg^#wx+O<!aS<fxI$m{EdMljW%c
zC@O`Bx+D`1h4R4iLTJm&EJ2D~aBd3u6&k4G@%@V|NY%lQxTv}%h)y-`)}zDAxPSy6
zmE!zTyloyQqd~<Kh-wj|H4|9Ei!*Z&*$hG|gv(|o`K)m&9x9vRh<P;J<QQUf7}D1_
za`E!y&=?&{=1_QK6p?`=)6iHT<XD;!S{EfsK10ePX_d1Yslc(k5Hx8((rCf!Ec%=o
zrzL1y3fXk8K7Z%c=kGpw{oq$`eDChbb}{5^#66vCu(uN51XOt?^Yl^Y#T)xi?6jUf
z-g@E2&i$+1dx!0(PJp8Rv|T6&!7PJv3AjVt=xz0?ITPTEOx8InDeKT*Yvr!DGgsG=
zH`jAl8=1Y8#9lGHo%Q!JzMWj~uoOF~q`*2Zr%zVXhxyFuYWk=aKWtWS@85Xs<r{zc
zEeLf4_3`_keDnZ}jGuwynFt*qBgja2@8b`Fk;A)R*5eP}{oS{oIN8ek%RWszX<Q8|
zBIc=-eY$Mr7Ohh^+TrWn%uims^ZxJOdhhq|eEQ&Bpl$zGsQnUfzq|$T3uu8a6!rfZ
zxSt8_&!*l!`}o5LzkK^=V5Sbd27EFQh4bJe;8pt{&<;TT%LPt?Z3zJP|JMa<c~6^n
zV(zNfSM|o47H?6t<TGe}z0DJ|(X*&@%}8x(UC8OnJA4_NC$6{oebLNn^9<R)1ayGK
z|Gxh143Mdx)$CuC?Prg+wsruRep$I!*V<t0y$wP(b`LkU_tt>9&DJ(J{(^@;{=&@$
zyyUD?54!DOftQ1m$0yhJ_m4VTJFT@&6L{k690N4pJv`Yx1kN`5o87(c4j6<#Y^-m!
zL4#oXXm9^&w+l%AU0{U=Is#y%4h+_Tj{&wK;0?j?R_~zO-R<`F0T0mIJ^)q+jmFj{
zaM9@;HJjbF_4T#2^+tWY+1OkyHzQ$?vjL3cl`}IOp@eC6=)Dn}*(cKbF#asv;2>G-
z)ND==3h?G7z>;o&KLZsjVUp$XIn9uA87h&CQ0eE0%yZ%eh;V**ZgB{NwnU>$ixDpq
z!)0Q$QiWPJAoMo4#e>z`@Tz5$&VY)?Y1JAxS!5LxtV~g4can@Mgv&y<+KDkE-eyFk
z!_-oW7j{xiDwK7Z<TZ2bdRoxUcUmbCzcimT=i|C$U@>U_-wL|Frl2dN!yqJaI~nhK
z{3o&W)9ahxx^w4;KYQce559AFxDEQyz+cOwU$Uv>ni=8pJeb|VP_YO+0*)MqVxVve
z76%_5B_U8)7z{NwPDUX4bgGEQnxfNq1R5Pd6p+|tI0g@g<1mvL$fOjuP^^||sB!qn
z;22~aHa?6Sy)rr0H_$f->wg?Ibcp~NCc>dO3>r(Ol33G3^7Qx+A*C%F3|_X(B$1|!
zx{B6c*F;Zs!987U#~j{vgmzuAeRtx(ojmksPXjC0J=tS(w5JbsjImu~Y)2p3)OZ>S
zdr@x5ESeLGrr4q(Cf8>)mXy_Ba7QbyVAUIGCG$H)P~VhW^<pCt0|J>FYa44pr_4Nq
z@yyXwJcMci4z$z8IkZX$o9B%#ieZXb#F7j*!vVeZ%UoWcSTd@ZfvI`0Wgb#Jg<256
z6%wRciZm|bJSwVFP1Z|M##w|@f;F-swrR9i$u!N7W+w+QSN@4j>8F$XXSiq)6-^xP
zM-4wV+V|DrD;FO7+Se|B?P18p{?W^quRQ(`9P$_*@(2fh4n6u!SpP$q;YaznK|T0{
zD!few*9xHqF-|9jn<Oxc7_rQRIHqtq3QWtG)bo&rX{2!mYnlagH_C{E#CQ}R4P(W@
ztQe>VhX|68K_<*epR!^Z%NVwqLbS3WQu;6xKjvj$DxW<6{Xe{YeMb|R8<Am0q&V0j
zj!q;GkfE2SaVTI=%!EN`&`}y}j5-OKxO4$>>C)JRizAo5Id=Y^;17Qdd->AD*x>NU
z;KfHTKYk8Q7PwW>^?8$pID(bx_7tfNWoSnp=@>IzYr3cLt?5lGsENt*kFey9J#FE}
zylZV{(J7ik83Hg%gzh@?(4N&>2y^NY-t-k7^l>i_<FR8TvcbhAh~9><I}v^x%BzOE
z<}pEyaGpV!eEiD91;BNTE-DZVW*-hd1RETk5pXqn;i3X$uZz4Elgnt}kf`H*!{b**
z5F>EJ2ogSwreb*_=G-(*%p>wdRK9+8(Z6JHEvg(cdBp3s8}(j`#b>s-bOyKH?6)|*
z7H8PyH!kUctg6*)2mPUZCRa$MJZ3}6YhTMoHdoSHrChI4=#+ESM7WWTZLVZ0@nFhr
zjav0Nk9}vg09slxi=iCygMp1_kM~}>d2+f|KUk@xOy*uTaciS`Yol~)qkN}RzrJ2O
zX{?^ECXZHPhs6k3M=Q~zQuJsgd|ZxQt0u3n7H&0Hj%%rddhOoP?eDyF`tI-E2SIY5
zfA+y=p8_|SGX(ttjzQu5;b$Lx0R8|q{O6y(_x>N=_|CoER@@j{X1nH4Aq6g|!ur(c
zn2wNCApjFnwy=RmP{S`fD7#PA;?G@c|KycBzy0lRA3XR7WGa0G%KneRyZ<YggNFIp
zRsOS|GZ;TZa}dPz#t+|k@Bw(`8J+|0$M-+}f(-z7|Ca@}Cm;U#Gq64aT*IF~{}ANf
ze*P)=3xL}{J$TU0?)pI9BS@AAw@uE9KxE;t7HgG`N@-YBIkl#kJ5UP7fr>0|b;op8
zUm{;^Z0@u{$NURS2PpaP>&r7|(AfnY^E2o_JJSL1{Ux&ZKs^q+^FU|^DsCXEZ?rbS
zU7&?)ZGs~DtWF1;fwhfo;6n@E^NTt6Gn5DK(`>HSDvfHT*=TIE*1C0|ZU+T;eXUff
zwKlr|+0UB(n>#IFhqrgS33Tl3UbEGyuWdEkz0K|c_{3YiL(sPeZ@$*<fsfSPJ=+r0
zn(b<R9W?#7y8E5p;b!Lm49Ha*TkXwuvjxO-oo%omSnDJcnQ$nS&BQ$(vq~qDFNqhI
zr`1-vGeHRzm^vG7Zeb*rVx?08wE{(>U7~Y_nA1ax2CQ5Umn@D7L<1bbWx*UE=do1Q
z;|ofdFUU$Jr+jX@dJ#S=9FxkSGtxoX((sZ64#HmTUWN<AxrWK5RZc9&&Vh*bIM-mr
z*mc-cWZEBOrL4qgfEss`vOY%4PP419Afgd8+0}FKppzT%^P>T2BB)9P6^Vc>;g|fC
zQu=T9(BEy%-bp2&-Q58a+0B(gd$rUkt$5uYt<JElGtJM6c?>FpfMepY3=A4KF(#l>
zpu_!$i4iOuft^H=P&g)$3_R1O87w*$i<_7r!4Whpnu3MXFem~9N*J4D!12hTG34kN
zW^w{HFvcAe)XHVz<Op<d5HUVUoJ6pZFcua?L6bN*GM~VhCQk|I5-wNC6<cN$kws;C
zel}VO?%Bh2iMOKhAGjhn%*j(z`mQ5#!ydh1k6&}dPaW|STkOadKXPYJeZ}kU+_5>f
ztq=F~v3*^1cRAEid0UIl%7T4m!B$wb<rl5F1v3Ep?2@yf_pIog1+#b68*7D9t$1#|
zQ39!(dyS2&;FoJ98weW3&IPJTil3Vvl<|i(Gf)|SWQNthAe@kcWYRg5LIj^>4HIw=
zv6z>%^LWshUS{Hz44jOKFv`eI4b>*Y>UiS|w7#XOakCKa6rz?Xg9>uLPK2<@$y)9t
z2mQz_e~5yAj6oQtqak2>!^I;dTndlJ9PS?+ximI@8F}eZ$irW|INEnbKm?BN{fj(^
zVhXMjAWd_4uZH4Kz@5rT{mg_`1lP=t85bukGNgtBb<WVF=#g1OpBjkG=5eN3<ScbS
zMH@9z#{GP}i-oe$5q>r<$)h9%82@6wZH6<AMRF#|VjN|GIX=gFOvoB?xj9e1cH@l?
z|K-_Rj+_RsVN#^iq**+Cj`_HRic>I2G8%RY4WUj9QDGxY6pRQR#Y2W6mmV9ra&GML
zhoIm18vOi~NeFQq&Ojj8c#>>Zw_?a2NGxvH#gS#lsjYgVPaMcXU3p~Nn7!((-*x5=
zk#NYlhf&(tzP5HplfLQC99u&ASr1I-WINL_OJQA?$;?}(xzm?rk`a@R#$aBa;ttyF
zEKh&~awrxggNuS8F=a?CW|B~_$w4Rui5Kz+Jk~gL@SFHS$oM1UY&=UMndb8uED~KN
znwuBSv&lR<kwXVY2zVX|!=+%SSVYkrS3yCr$S^7cL0g($%sRp)Pi(~=Jn?1@y_t?H
z*>oo=!E`Q`3q;atn>*21w>g5VrS+4eySv-hs;lek_4QgFWU4l9Zm*wg)Ibg1S<Qld
zb0ZTihCLvV6pW%cm*g7ZlukJ9R>-nWL)NLwgFdlE140~f4qM*g%o%NArMltwb~EuF
zNRBI}c2;s*xoo$PKd$6KR>I9z`R-Qjsb2kFr*gAZIIV*Kh19J^`A!?`1gh6IdpGxP
z-hX-<^q@cf5Rl}6cn5~Az;xyeb3wKJ$p;^S()z4L{iomk@`o=zb6BkTWq}23YKa_{
z!Q)C~atW2tqS8ie&WOn@qbf#nSxd^RiA5cw?w#E(7;biB@BZm`XK8hxefANEs000b
zzy^Sye=FYqGhjb6z5&@cpMva{kAC{&pMLxy@R|kLFd*g*ERZe(>h=%80ta6lgS%(z
zvo9J4;6?woKK$hKv-K$mt$FZnyVwo8SDc=TGq}ENDzG^^I(5$Pi-R~8PcY{RmE6Ii
z!<TdVvkqTcV{~Oee;QEbyTB^;toQ}^`|s-uh(9}drj+{vkpYGRTt35V0J~qTW((xV
ztOEi(98Cd5+)AmoQm%tDKqn8lcknb&Du7$?CTBpuxdXUC;Cpkhcl7-I7r+1A*I#|*
zdpEA#Eti|M+WNu4$;s90?M)E6wbk1`+U^}~wD-E5Lr{8yiM(ce>umo}YBri%#gzt7
z(=}V&b+9Md0^0x}dhawgI-sWyQ~^NS59s~g?n!s&xV5=gZFSpQU{}yu2lfB%VW-n8
z6m!XBpafcx5xq>sWDD>d5kYC9`O++F5bKQ!%nqv6jSWZWZU=dGW{gC=OrrPCtFT5F
zb3u)mo*j`YV0t@Ar6b@;=N9Bhx0mJjGn{sUQHNG4U_eMu=RG>795H)H20KAxKpO3s
zaDrZGh$3mO-%2n8t(}t+axg+3CP4P0hmnf0az17ObotFx@C~*+1G578oB|*BO(#Pl
zkA2Fb<5+ZTn}OxBu>WT8{Z}sZcZ=+=9GpA_Mj%&94v_h*UL>%Xef`51zIq;a8HR%)
zaY!T?g9SG6R5ThfG9qL#5ffuX9FmH|QqjQM98X1I5JMv(29pSdqKAjEV*td5pd(k1
z;EVn8CHUY70kl8|hR_fQ35`IF!a#uMeznCTV<`yC6pkaKO{qD2?X-AFq*|I?*3FxB
zQny+blrAP_)x`z<n$FU-T6R0>!*FIxnd&YlPtD<LD*v7~wCC_0xPqtl=!qqMXo($|
zqx<IAt}T7w%pW;(2bR>fKGs`~?kz`l)uFD^zp?0UE;y?T&dQ?eY)Ne;mAkfRTT$4G
zOU{xtSa*i&7Edvf-pC|dE35nIVz08c(`q%-A(KTx@#&fKyrBi*@Y4K*Tr@1<UY?&C
zSePDO5DaM~FbQ`6kNZao<?9+T%sET7a;aJdNe%??%t?b7V*_<G1Fob%bR1yAjy5wU
z4b(9WeNZz!YF47{3rN-UfI)#^k{(0D9*2+iqsJgK431B4vbh}?903j`AfW8A5!OII
z5edbr#0;|p<phQ;YNAs?aGWjllBmxl9a$C)tENVm=f})yn0_9%z!<fO>GS9@335<P
z9(9S)HW5Ne9W=3^HU`YjMw-}2Gq8f6rG;h~4h~YyA5if~5abn*YK})@sOX6~>=h%I
zxllO#;jeH0{=tub{^RVbjXjUW&k8UM;=>Zupo~G3(<bHA2{C?zIoU^^xI%#R6DIn}
zlY^KMAQc#$7#TzN4G_n0{As5^kye=UOO91T?8vxsbJh}=>>D!ru6x&STe2te=)Nj(
z%~-f=Y}{F{-=NdcV;3J)d-A5nZA<aGKhd*BVv@{)!D|RaTK1LuhQ>1zn}<ao(CDBl
zAD==ZPU9yeG^mgcC8PUbLk|(47pVv!ryqqOu0Y0z;m}DU4n;+S9m9G2V?*$-^^*sX
zq;bsnz{Frb6pNygiChu^j9iFmv{^D)L?jByBq0^UWZ>9Bx;SDBH}mz=&e2Ox+<)cC
z7hk^p+)r;k^NV{gzH#Td*YCXmRB}(>cq$hwD5Oi7WI5<flnZM&uRi_U)32WH-^|C-
zo2#W~PIsO@Y~S5)Uhl15>y)25*|^$St*5-5)#P3yzm^TH20e8@z#D7DZ*E2`t3GYq
zuwa)=>-c<&Xx1lP@JOXmjVh#)dlgcTV!@@5I~L_2I5=T3#m!(F0QLixasbf&zV&pd
zQ;34-bKooc%y#?fz0PTSr(N3I?xj9>|Gf|12R!#jfa5;1YCogC|NPm<V1aJ+$AA3A
z&t8B2?ol<I*3x5gd~6YuQeq3s#Ox9-y@X0@(P<+lX~M*pk+~(zniXW=;&W<z)xoO<
zM2*D4AAa-JCm+9iCdvcU{MoMIOjq}>w7`Fc>t_vl5CsFC{rSfaKKj+0Kl}K1zyHPe
zzVpNTcYplc?Vo@9nP0v7{5vl{3l83S`Tj3nzW?)YpB;ns_P3t-(F=Ef^6jVJeC64n
zzWUtHUVHxS@4oQP_g?(P55D#GYcE#Pt3hwZ?O!pu3Ja=$P@tU?sWeKB-w$TZQ~qcP
z%(+|LX-}x=3FQ~mmSmyQ*+1^?pPa$^7j1OV2mjag7xnuW^XvfD&p3HNgMYa|$y}+d
zg~G{DC{Y9^t}C@<s*uf<TdhuO9cbqOClAW}vz@?~Ub3qV(D<u^O8<M`ef^KW{nIBO
zg50T(-um%7w{JbYTB?8dyRX0b*3S+PPxtpvUwidOFTL>Hz3r=|0;uaZOO<+|0*L?4
z>B$q%JpIz`C!PVgUvF%Jd^!N@pb-zc?d|Q|MtiFclz5GH71-U>H=64`;BX6k?15!2
zK=t*FZf|?1+uK+v#ry%4&o6O%_|tP31|J6kV>Bj?#ZOtXB6PskDJWVpqXJ=aBF@%n
zF+4t?$e>d*6M7p%Yo^Rdq0^G##U&W1*{8+hQ-UFdYSQ5#_`F~a9jj14W*0{}!b=kQ
zxF^grIY{&JA^FlsAWAJ(ME)q-te(^wQGp;Q<fLnrP`i^@3r)p>^pzmD8k$bqnQj$G
zg~0jrjIfQD^a-P$DUXe3($Y0@yi$f*QegiI;Qq}X`nyH;<CCLsBs@1Sg-s$K`o^RG
z^M8EhEC1u4zxscCW#aKs>?DSa17td#M`6;?IK=QMpH4$U#|c;@W&(m486`j<$icyh
zOP81!4CLY^*p+_N&@gC?Pfm>CP>9K~F&rF4$C1cr9GgNDa=BbGM^4c`(>hp^O6GYp
zMuFBfYj7<r`&FjEa?qjkcuWzu85npJfO<$~t}j^D^v;eyblkJ&W57xxv~Ec5nZn0%
z-_CNh<%o10@k4WL&jgz3@f}NI*OJ_}q<5^DZF9P3Om697ou$aOI@D7IJBq;Of~O^Q
z*5@5HsjD{ctj<`Asz6&}E-%_w?eWcI<uH=(=<S(Ey5kEq!s)g<QcD$k)#gqz7BH&l
zUL9S@olwn;YGvbE8ALrhEEn}FX9gv_$JO&ABF<wR{zF31`DMv?P)>795e+PYhJhBL
z24uux0~=#vQH(6=0tRkk0LdKEK%Fq~#<Y?#-6GU7k5zJqmuDy0q)Qn1rHS#rv7tT!
z462)(RW4~Jkq9Ib!(fUT965nJ%V6+S^DL(l>r}#Ra=3ARQYV4xBxCZa3(GV88sXs5
zG{hi-8WtgoyuoSA#bp*|0Sj58APjUk@NEl<3BXl8JVo$vaTXRz#X`(6U~^1_gbZZ^
zQT?USsR_j8(F+*F6)Y5r9U4_bM{0{Y?cs+{|I0J)|KXKS-rHTzawL<F%;SdGtYI3I
zz`=})(HCd2mqfS$K5m4L8bOU-h7UdtA3Tp6zl0}q$V>^7K<Crv&4EKx?pa&mnmN5^
z%sydQxi@DGBZm5Qo>Ob}=5k_RnK&^Q@4G6`EmyBe%D0x(G6v-9e39CcyJn1TOi$})
z<^$GN)0|2KByOv+po;EHTf%HCOhLW8Ag4>`ED|^#_0QjcKYRgwWxVg}j}LtFJZ#|7
z=*Yv9m~&&W3w;AuMu!2AV+Q`|+}J;S4gP;Ugny_Xdv0Rn9Q5&vu+jgAz4wf6@?6)1
z|IN%d-<mn!KC|~eJMAPPjnE0ky*Ej=B^S9%F0!rOd+)t>xy!O8TkgGg8)KW^2@p~V
zBmqLlKuGx>lXK>*HET`g-(LI2to5uHTQbNP<LkYz`zlF!`N+Ebg1WTKVh9YlB(caM
z96YDIJg=BXVRg54UOsW|$&U}Wr^aX76XY*jFMj^%*{?rs0W$dIPtO5XUcG$HZM2(Y
z+L7SE)X>!O+>uio=dPan?8xj2wW=oQww{?AI62XNd@2CM?Z@YWr<Zyb2OD~tw4)vN
z#le>K$<UeEk&DyQ8w26RP9SKv57le?-I@-)yj~(|l*w9EidMC<K_;?r7&<yhMI}lJ
zcwS8nzpjpt!!a=!S|yrMRl&p7$f!gumtm3cTq;SkO44Q3cRFn?=7vUVYhS<Z$&>rf
zpFaaw3h3?MksTl}h>QiYx1YBjT{*Tm*k~}*i)5%+4+GJ}E3%Pc4V(fO3+`m+ctv?0
zNuE)dZRTg2=$S4~j++Jda&jBQMLt=HM^S!aW$@aCwI6O>-`aY(?O6jmd_W2OPWb-;
zvj6tmw(Jh<&7c2t|Hij3ez<vQW@w?wxZ0#W)8)C)<3Am2Jkjnu6>K;iYCPFqe<A?l
z_<Wn~-uYJha=YtD$hY3zxY^Tuysza%zyI`5;N)Pt$L!E*ELyWys&?`OdLc(8W{T)|
zTotO2#u6y?zzklm)cZg_KLB?kUF`6+f=;(TMs|Ss0QUhE|7yd&9r^zIY47Z7Y--o)
zZDxxHASp1W*&Pj5o3AYp?h0=&!2z;^FnKWYgUKB%$AJYNfcxC?(FgY*J%952$M5gm
z{`Srf-~M?1^rygjclXYHpe3ANSYBRUf4=qWk3T$Km^$jRHMX>Xf){^VIJC63cI(ES
zNB5pRy!Z6#mCq+9=KcOo@S<RN_XoQJVep4{0kQqU{K~@I%Fs6S_kujz@E{QKft!|X
zpMJQvC*0lU^{E7cQYITBk!F#ZNHVjQ#Ut^=7=faID}@)M<M|S_SX%-dYA$z~QiWu(
z5kSFSM@S{nGr59%EFrxZbr6L)h$SWoM1@tD7y>a?B892dc>+F^N=;^opi~Z|sy0@x
zDpl)>*}N1QD^{X}8o)x$P^9E%$yK054yE8{6EKH)0!YYKYf$C;^d%kknif-)Q&DP_
zmKsGR4pp^5T&58gtHdQDUICp9A>q;(6xiPlzW?Bb{$Y_lmx4<`AR;2;KYZiE_x{^k
z2mZP<^1VZE|K*)syY?U29~pfxCNUyDH7YUna9sR>i0qWKq?o9TltdsgN{KiOjZc8Y
zCBPDrkXi8LsD#YKbZ|3($jUF=?$`tY?Nt?M9JYpxucOi_Tn<A>CkO;}`qQClwOq!b
z33X(Hg>KStR7Qc`Dys)6HF}jzt#Auv^$dA4S=mZbHVbqCr*F8ohHa@*2*s^3$DrIX
z%dk!Inu7BBK7nsk;2Z)PIk|IK;TchQhNYe%k+Y9y?`B)O*w!A7b&zH0XPWxJq3XJc
zsvu6$j#qTx6akE+o}vra3jK6d$Otk#`WD@-gG_-{Zw~7m{Yra>%+hXf4LQ6+2BTHT
zsSw~{%%Th?CYg;-5>Ye6)N~d$mQfc?syW1_Cg5s6!IBO$SxIsxOh-n@E4F8IX>~5I
z49dt)romGfxmnBtM8U!R90XjHm(4{a3oBBE<TM5@fm@wLDu^K$$D`npa9DIEG%+qd
z^3a~0!26aG7aMbUPfk`mkyuG#P|!6POl>)_2BKo6%Na=`N)j8FNUu#`;S#x|L_R4=
zfKQc^b3}wpW>p-q@GvgtFry%a4o{JmA|ypw%F-MoD$i1eFqh>SE0AJzUR_}(H05Ao
z%<iP9-3cG>N_#W0aDQs@;iR&(<dUSMf{0J}S&{Qz{@B;I-RIAJ`@@N?CoA*QbV=n0
z_?X?eN(>xPflQ68$UIn<y1xt(SB->Ml@#aaAYkbkhxhMGijF9*6_SK53W<%!^3?U~
z{MHLB-xS-~FZ3-d0w?Gyd&=QGe8U{mH&?6b!s>=-h6R>>lwkCi%X>Hsb|o|_FSACZ
z9$?G7IZ!mA%uw$gmzfMoNC7(zQe9eAMWPS@2JhR8ONX#X8U_r7+!c#F3@J@7Nj;br
z@!o;MAAXP)zXuB41%X5*C#S?lrySZH`{sZB+rB@&4t;Mg{Nt$N$n4z2;^^qSsOVe-
zqOK5$PfpASycEbiLX}{v%Ib`A1&|`0+Sr@`dO(H0pP0OU`O}wMpf~)*FVCL+{PfAM
zKRy3t>j~IOKYjlA_M;y+E}oHt2<7FOi{F3q#n)fm0VQq^pZ@gd`T5NgHHF9?pY`%m
z|Haw%qr;x10q4rFXL-;w)@~T`>!v#G3%$P0iH<WfeWynIHwJ<L*%w0IDZgz#=w0e+
zS`D|Y^@gU~o999NGH{!=HB5IjPj|EoH+g{7u2~1#8B}hS!mW~fH43j*=~POMLXMI_
zmQwJ{vV3|;KDoG*kK+eC;o~RzUc7h!c=%ToInb?bGv{Ek-rC-0|McX$FBf|oJYtNV
z0JRb`yiA0X4zK4IIhc7?7Q!VeY*3ZE6~%fH+^sFMit{w|3>!b!Daf}lvt7J=uc)}u
zKnb|T%hO%o-MsemFE0QMzs<*Q|MKekzX5l^8USt`@bNF7y?Ai*=C6<Mf3-Hd9<Xn;
zYR`t9r+XVWL+<qs=kc)bR8PZ+un&ao9_#WR@A7VhT$`O9@c7A|hEu(b;3I#(9`9~!
za5Vy#x54f;IeZ>>Q=`MDW(h?^3K061S6~Ekz1HjlMpwDk2ZnbRU+rmX?;RQM8`&;y
z+aBBhS2q4X9t6k^#%+MnVA=h<d@c~`ZEOj88`{)5tI6uAZ|ZRQTD1l{@ZEHPaF|!5
z{kDki)h)sAHwGZ(W^Q@?`&&OezW4a6t6yC_efiRvt0SNWuBrXOy@!DBn4MXen_GGQ
z<mX3so*tP!(d-SjHUl!gZ~gSKJNNExJ$UxjwHvo@-2qI?S6_Y$(%>5#0r}tE<PVvh
zo|UzYZ@>Ni(f!B31ab50A7-XkKx%zw-<Tgr1bc>qUHw6jQ`ZhUIi*Zy5se0wh~W}d
ztxV0~3u$a#r9@TAmE<9ikpz0a+J-TE%1w?!gSAX+K&v!mN_7c|l0>Cu;IL^}Tr!cG
zgszHEYf(}~zD$`dmO&WIBr++P#meGJpi*UVS$QOvg)r*N^}2kKIF-#!l*qD_`a-+5
z)NHTN>WT!kG*VqO(8h;s;FdklsY3=_RRI^K!Gv}Ko2szDB11{(2mvXJMarNMQz*n#
zIvL7m=l=oV{@tGXheh_c-~8y{f%v$Dti#di2R=!Pj7T}WH|B#szkTSfk9WVld*|D`
z_U_mdy*nb~aAIb3Qf6#oMnWPyGczkC9g>&^aJ&ExyldzRG`_4HhpHr3Vi*{#5KGb!
zC|W#4O&}|Y6eX3eW-v4~s*+4p@F@1xh9QmF#Nugm440AP5)1SyiPflW*Xg`kO`}BC
z$P_h`C4RizkCgy5d%exsJyOH)R2wAHPLX|(ZJ4Z8j?f(S0(*$<7?QfibnY>*@YHz6
z)!qq(XI$(W;X8)8_932qNZ=Ue+Xi`H=WZWnTL!55ZlXFwRE3D@AWq!`-mVn}Xv&b-
z95i@?GM%Ra!)J5dLUWj-ZxosWa?6m$ItprO&3dkiR-`}|i*Rrr9x5Vc2?!a)@`$Q}
zUF6zGHY16}PDWuO^YZqh;QMLF7@$ixQwrrZ+0ts57?sH@N#miQe4r_e+FzR(%K{y6
z1t3}$s6;^OS}LLNV<jQUz{sXoXA~ndiczSdQf&M-;vgZ1Ky=$da%C)+o<XC*uml*L
zp3A4DI^`KEZnBh}#-pZ@YT|K~QCvzYAB^hwbRjm2gHB}>#|hABdP2UkDo2O}0e5gt
zW-2=^Rgjs^Pfrm-)1`%ZjKbW~ob>3!dm;|*N{NlkjE>1X5DklrLq<SQ@i0_ebnf8~
z%L}912E|XF&*|50tlc_u_r>v>KTI||=vjw$=4V915@97VQ5CRMcv5_JYGzpx22;bu
zV8wWfA|a(9F&U1i(b81yDve1XP-|P(x&AYPz_i>yB5ztzHgD1-rkLITN>z<lo5phJ
zJ_ym9Qer!pi2LYpa#Upb&W}Ed*&Br|5Y{_Jnu5bNS93@k@D(uIxw3#(qsCOz5)$Nj
za2IGIuP!4XE6CY(RA@y>3^eZJh~4jg_{pwaK)+Fvo?MZY0*Tsn_`^N#{>w-I<G=sy
zU;gsuyRW|={b5uk1XY@bOpi!RIFyzYTN?EVV*k#x*aOhCsO+eZV<X-_gh+sCd9tO6
zaVeXf2ZiQkWrc$s_ka8mtdXBRd%g`;uWCl0zSw&F{MpveFRy(0xfx`j1ll^fI_);o
z*zn+&*FS&s@bQ(4my|qCn@v3*_6#@5x?S9$jTLqY=EK$_1N94G*NKUavoqaC2f=b2
z1i*Sn8!cT{#Ylr0sNAR9Tr&apY`c3d=$j3<%yzYmw1D-xW6bZKZm*vUHqM0_W;%R}
z;g*Fi5PRFY)E!vvZeQ$bn+4Uz9WCGr+L;{!wy=&MA<5f)y(do(-1+e<K*a-=d|MFz
z%S*5ffBEyT&z`;j+vyt@*SlQ;J3G(I&1n=Mtkg^$J}scFwhIdNY`9U7XAmM}%ybbs
z!79tQDhl+%Y?rdg4JtesFdrM?q2)LQg+^{szhC$D^^?E-`V8pvwpZ=oi}lJ7_rC#l
z@Gy89xa)u3di><ZXJ7pC<jJiIr`P-2XPV5jZPuAy??k6_s@uIf+PXO%1ZRD!1Dq4n
zotJ02|NZn_o&l%(;#BzjMCZwoV3RLwFg1u(MxEK-3G&wcK{<iRF2hzqi;9X-G_F{o
zcgi(xk;17m)Qc2mZ%YU0Z0!Zg_E#eF-|_uFuKzBT2Z;YWvj0y--0vULH$2@tGzAJ@
zbY^!eC|v6qX>9GPZwY~lHxOm>N;?Pc2Y}*k5KQjvU40;P9t{4+j~>7M?f1_gKmYmZ
z&v(B4aj1KAuxA+bL~lKMIzP9xvb_H6@ymzbKb{#}4m5Q8JS~00!&krl9KhD~3!l49
zo^V^w(??Ii7w^QeGhLknt^Q8XQwP*R+wlS~fBoj_*LQE;*?Rc=DzLS54TEaAKzC1P
z-yk65L3&PGTf5n)7xE|qZY_&iT0?;0sU=uKNewQG%t$9OQqk2Z<uxfpUZy~kr7-2{
zY$YZK+U7vF`U!e{A&(8C5urRzflN`zU}ZYJSeK_tZ_ZWevRRz8nwrGgx)cH}Mk+1D
z*QN7Wc`9+9PMM=tLWF`;l`3CjE_NA!B&HCM@Df%ghngah<+mBIQlQT?6*Rd^8yqE0
z1Jb5Odh`_@Ek;bv#uvxdq9Ta+SQY~!78J?FsJ|P0|G^9W!y-F0Ix8(ID<cJ&nqGJ)
zGUMGH``>=^!<}z^_||{>%LlK0u=A~5`*-Y5jYuwoAyIH7EFlHR;L(MJq&gz5hEiTy
zgF@kp%Lv72YBfnxjuV$+rIiGI9npm)y9i7#k>R2+T^vC@hv%U)ZB)9A&GJmyyA)0*
zRb*7Ly=tC^B{GT>4z;OEArH#sVWFspEgoj6r&)#>s<NLg37XA=15}Zd*(kJ337hA+
z_En;KLF{O^*hlpCd4qG#;G9rfM`h+=v1v$X8R1*Uc(w_ieUc3}?D|f+E<`tUGL79d
zU6`QksFV6@C4Q{D4X19bmHM%w4yrsz7CISXBSWC6t`kaSEn>%j+#6Q7dz7|GwQa`a
z2-(aM9iv>3o6AAxaBH$9gghB3kA_YthJ8rDL|0cHtg1N(&yPq>++UaxA;ln6m@H{!
zx`~=EuYpR?>3mcI0lBXlwx>G%6GD2d6p4@&X7kE2X;sNMbQ}krDMV+oiW2e2l=2dQ
zPk20?o}HCLC`U`m3k;+jD?e38*+aqa;`39LQn*f>VqhJRvE$T|Y?%Oot&T&&KPJ@x
z0YEaRCXHN}z$#1;7N;pHVRmY<urP@OkJpqSB=BqnyuetD(v_Bq^YU2m98_v@R&qjY
z)S<M*#NsSOen#5<n77_P_$GAcuC%?MAP(<Li`=`n0Eg~ed~t7m=<^YL&z*%Y&fR%_
zG%z)kSdPs~`7`RHcyi1^d|?R^UY3_%S5_shBHC!;kkh|T;?@&b4w`mM?w-)-jC9bd
z)i6i*t>A5KEJusBdC}-UMi=WL(K~Z$d~iV*oYjovc2slvAi3PvUVA<HZ@c#&e(#Nc
zjmwHc)fQEw$+hL=8agad{@?z2UTQl3*>~ZF2~}L78J616$RrsERfXlS{YjYzQc@xk
zVxkU3#eQ5+5Z~gKtEjd4k&#7FNeMd=_q-N$VCTV44j)WT%Y>#@ppcyGOjK-q93&$L
zQ!Ky~a<b#f_q-ml=dXJZhano0a4yil+B-t1sLD-;HagrlzWVyv)^qTG{MpN&?>~9A
z^~=AFp&RSR){ku7zIo@?^&9Obj~GRuKnjnoE<f3Nw7jxnvpK;OSDKqkKp__fnvPAi
zt`GZ8j<sH#>pU|NSPD6h_BI_KYF`aEuXHud2R-9{^JKu@=hY84*nypGywy3~;hyer
z3^yCQ>p_gOt+&D4-(ViBHx1Ss$C}K*%)S`h4x*p;TNm4$D;?g|VEt;aVXd?IL|^dy
zXzyBg+e~}wV(;+U*s-<g(_ehK@awOSfx7L*OE4FL+El>%0wNp?)Bxw7UtAyeNGc4Z
z6fZBcNu1p*%X9Fug|%@eL9UzuQF38cHPWicb;}WEakhe!YLMobBsq2w!Y?oBR-k-@
zj3#M;h74(UaIT+U{_W)>!1jYz`ade@fUq4{+<=vS>&cUASFVFk>+a2)tCQovJ7D5d
z<wTT>P_Cg>d!%%~K^QPeen0INX^UChY!ZRfYLNu&@^%LZ#8&vN(k7EsrD!r(I>aiw
z%iFTCboBb>*-pK$HocUdN6d!hS7OOP60frW9bJ>o+{%|4tnQ}p&~V?#b_C7;3hu99
z{ddV6c=pxMy`5JB2zFpS12J^q+BZ7uZ3#8Bb#0U00~6pnKDWBEaR$_}0q6%HzU^uU
zV)$)j2loae&4JF9^^;#-{o?4{>XDh1Z?As~?t>oRd(zX<`{@3opSFHlm|H%wx&ibL
zcW(aJWNY`BntYz-nWcrVZ{K|I@X?9o6B@BD*wXd%;ZyK2n;WOYVbJl~)!Y_ZKC%vO
zr=H#0x^n9BrDGS*teqL{o2>T*wu@kfdV>Ak-2+2|!&Bj|kp_30+w66jY;-&^za$1(
zmQaV!rL*!SioB+F8lDQvD?5ber-)4mp*EYZfSN%cYlzU|#|-pw8$1LVub9Wm7mD*)
zT&Tra3BqUe7P!e)Ad<i<D-+Ag;@G@Y5OhPuXNeg30!D^jnN{yD(`$1@qHK^rs}y9C
zXt5Gmj$W3}V`Qk*CH3-3HU%OTCtFM~e-paXk8ShT1bt+ex=KvU!XcyT&=CZD44Ifj
zAwj65|GQ`ZBiCDOO8Vhw@WU|i;I2dO{mXlA{nMN8{rTMwU;E(DN1x=Rz{(KFnxayC
zNeQmFkbnY)-%3<jRUMv2qOi#%77@=T;RQsTgn(BPsd_x!h-I2^Tn~=dQp0u=1fFV|
z8Ow4}MJ;4O1D@+3a_uClqrGud?P}rijY6?kC~o4g9Xy3YqxV?UA)_j+R`f{a{Q~76
zS2e^|^|O^dJXMd@Jk{JZq-Y&Pc~&u&^K9FAjl(Z;tcontKmadr_K3Xw0{f&02<l|(
zLe^lT7sys-9F4OCRTs_J$FL5v?Gt3pXq~v9Anl_mdx_G{YC%tp5Rmgef~Kif9>Obv
zB#Et#z?E`a<P8%nOBdhXBeL}YFTBd$Z*cWXm91KRSWc<nS0zia8FFGKr#g;P7tbNa
z(+QDuN)(lm1j>s+xSWiTCn(L*)|3iMb0pP3N0(X&iKxwqr6AKth$LcmJhv3aEP(*3
zIV<KPc>Kq#qEuNOR9I0!FM<p4*;+naM1g`H87Ud+)fMV!DLO*3fs!t#rZ7m+baJ$e
zk)kFf$tZD3ZaRmWTvru=uRbJXB#BuG0(L5eoWvsS=hsH@%kxF3d{$vJ8=0!CDUw#@
zQu82;f-HGOk)Ws){P=ZA%hXI%5i}+4Kw?5vQhLfKY4O>SNo5)F`y==6OpiPOBKi}H
z6mga>O%Lwfdfwn(yXm{|+4S|L$@vk9SQnWXQ9-enNxO;W8LD}lX&U4h`x%A-u6IEc
zI8kGoAlj!TEvo|0a0OL?EG4T(R?N03ecOVmd)_iS=boCjSlsAOa$r@8J+=Bcj2A-c
z$|Lr|OB=VVW%tD#c;~g)q^hh8e0)-Aa!OThW>rQ~OnyW{NqkOrPCgV?SqdR4NOXsp
zg|1{K$7W~j$|NP`V)kaBKZ0VS5cvFTwWiGIE;Q+pelwX?nVYz8Px5;Qi$8&<?t{Mh
z#_rgik@0Ws+55(aAH4tZ#~<yBcz<76d{&pW@zmNTn6+<z_ubRG_n&-s`^z(%r&i}z
z7N<8hR%fO_@t;?#m4h5kN0ZH|GaNm#dj0D!k8W&$N$*H__-LSqTZ$%^m!8{LxUfFw
zl=G`#sa2VY%o2oGLSGwdJG<C-ajEa(e9xJw(6N!W^?{bn!N7XIe=+2nY_X3vSVrp2
zBlVVHpLwjoHqqpmYzB6=?Z=0Frh$5Mzt7a~1(<Fb2I{y*>sYgWs?9wctRHW6&2-dH
zwt2t-?=EyTf!?=`;owSd>vX64`o`*a8z&aSL;m*eD_7QEY0#f+YtDhY?cVJd=Po~9
zJ@(tZd%yj%wK~_Up(Euru@2yCqvz<!nNCrGl98?#WD6-tLTa*_m!;unTf}g?JYU7h
z6jM{wY=}je>y?%G)fFZxRL3bd;nVai*y3FK)2#=;0g3$2kDmPY6fgu}kq-9xzaOws
ze|267_rNM1EaSKL{##qm?|kv)g&)8B=G^AmXn$L4tGdxC45-CnxoAkpTb9cv1*}my
zyWhkMxdb7PxJNB(Q}BZZY1phBw(Ez@>OQS>(5wmr=b@=dZS&DZ0^mOU{>HaIT=}Zo
z)RY^MD!`Cf<XRDvtduKcCZ|O2)yaJzq|OYo+J}e1*bZR#clZW_HbC?Lsip(wvYuD#
z@}A*Ie<$#hP0h})bp;1xJXK98wiJPm-WLTlMN~YgsvH9xLdZfiPb>`&_Rk+%omgJz
z9U0vgxpfV7_ilH!I~tqU&Yrvf@WIn3k00K<|MU^K6Wsdr^yRss`6suZyuA1G+S19*
zW9MG}^y`!R4>y;WmnK1GSZH<r$Pc&fJb(1;+|koUsRk?q9(;cfgbHr1o$d(qHZ`^e
zIyz3Cy$E!RfTiEM^JMGp(}&+bI<t8JI5k3@!`(fjef?wGa{d1Ck>Q0v>wr|O;j-xh
z0ilMR4=G5@fX5Y8CJ{JkB0Z8WEJWdw*vcGzeUZkQCso0<x>BvRjG;_bdh+Z2SckrX
zMS@milZlL!qN<Nfo>H+o2Xw^L)g_b_A0iXd<SGP_5KF?x3)nEVB;T$p^P0;os$9J^
z+hVKcFw<nBES&-&Vx^GlA~=i`leUb*f$^yEGD)V&jC8ePgF%)}S`;+lh4^$1GmDB(
ztwYDx)xoG73{y<|gHihL_S8S@%)T!o_Wcj`e(?6L4`2Uq@0+0PJH8|nS)Nl?TT(;8
zGT2lem%`?e=zKEB;G$88EE-derz<cN35FuY($oZ+0Z*~ik}Wk<dkxc7%kyGb^_8T?
zYFd3c#YUC{Na7Gd7$Wf7$s#{P(#GYrH#o*k-d>foK@6s2X}en5p|^F4#a6MbO`r&J
z6<us~FH<+fFpSVm!@%ZDGxk%|!y*58WB)>B!)AeOO{nQ6Ios)$dAhKZDC{C=`tkbi
zDoKc{>S6Ln45mR)dpNex>j(^zRNZXb5X;featu=q!vy63RW-=c_R}>%lBR{EY$GT=
zL`^GMH_R{$lSFP5TF9#Fl6l5y`VimNC$jhPj3K@;B(e2!bwQ11lqMu&sd-dJK8Jx|
z5z@H0Brze0R~;#;jV9L~uB(k?;?q>*0vQ@1EzPAs5;@2WYJM^X7LChG<yYlV3sPzz
zk@UheVRbI25?%=;XDRyyWhtVHJWd&mR+5a(kD{aFCFE3YT`UM`cY%^ba;mf<QI1KM
zks$&`8kd<Orl%{28FE@OD1>E_lS$Y(HaSs9i>Cqo9xYxh%2A3^B;+_g=$ff1VwWa}
zDuDM5$t;HOKp>m2pwm{}@8<ZF(CKj9Kmc!3Vo~t2#6!8+uwrCoO?4@yBqbv&G7XZM
zg)AzC=LvULj>lbi^3C0;FK=CKzWRC9+85Z#<65txI%hwJ-NUmiQyt43--@_?p63`P
z>-(_!p<3e@);LPFkIB1^h}tHq@ruIaDpErilhbS@wu&naf)XCPgn~v?!VW;nV3_<2
zY${02&y~QC#t5|i0M#m}p#Xd=t`y~D5u)P@<D-h9k@*Qx2V!>aeea)ND@H*}YDx?8
zP;@*R)I$&$r0k;f@;p@0Cx`NO9!%d6neuT=89YNQDsZ__N>Q#=h7;2(X(cd8QH}^x
z_Q8&KUjOg^`uhL-?vB5GxZ`hce)RgA2j1No_x@fbj(OwawHI5@zQ6OsXJ1^ubOA8J
z$Ih;u@YsC@vxg_v(U~$Fo<pVy?e%S;u}PKI3M9q8`u5GEXU`wIbZ+hJg(D}4WtG%Q
z%uuiq)E7<%>nB<qtDQ~92irFX+fGe~kB+q;1F7%h9mhb@>_E#}fAf)^=B2KN8Q?c>
zvH%1JXub{TO^&H%=M+eTZ+4C~SO?w4ewTg#M9IB^^^r!~2q-~rw1G1Q(q;Yb(H7Tq
zuyGP}!FTxPIvW?do0fW-j}CV%^)@f`)!({&_V$TWV~wq#Wc>Q|Q`<!RlY1`!{Qyko
zM@~H;T5pxfpKP3a`10wonW1`Iv9mI{iGy&m^K|4)3lFa6K`k<boSi0RrYgBm1v5j>
z%d|=nYHo&22{`$Dvlwm@=Q_pt9%+%5RcWK-2JG~6=U2c_*WaE2iTq2z7jK8#0le9!
z2LA1AtL9%l2AJa)Pkwp%6!`F7Jh^}WhtI#hd-2A4&uq}(a!JK*8MQ%%adFFRlmZX6
z$U`h_qM;h8C^xa#M=lL<YQ2;a9}DH86tytW?aazH8mgUB9g>r+R=-T^V2H$1^Rqy5
z|HY;2a;h|bZ#?ienhmn<wua``R)xD><^nOCev!y*YWDYxjDlns0O$bOx0B+ALBh=T
z2*0gt?;8OudRPB&APhWZAUA$yW^P5TH0HvP$<b+$cqk+~^W!((PmhVuhh!y1CB6Ul
z$8Ws0WADBLX^?c5gx5O?#(I!2Khf0-#`Yo5z~0)~9UL5*UtYR#<D0FmXZL=5aPi#b
zk-pJ|@ujDCp5FWB!SuxP(an<}_ZNKfkAD2|{+&DDeRFehcIEPg&wkqa<=(Bk=QdA$
zf8*B6t)K3E_h5Wvv8gfG3JPeu!^h5?fBw_2-+cM)^zig&7eD*?=`Wvu`Zb85>j0Uv
zW23-0?{)=T&UUM%fy3q_k%&TM7Liz0URi)BO38#Df)_?t5wmfO9IX?BV<l09FtG`4
z@D`fvD4C*wBZXlFF=R!&$zAHPR!KMoL~6E3iNt}BE)`Uw$<-K9JRX98O%m}C9$y`g
z4<!=fq$0RVnlI%*RRWmXSYlP@@&#F9VU|%_q*vxDL=c%Elgmuzu`{HyJfkd6E{2KJ
zIT~k~+gsaYs%`-@I~gn@VPbB9LQpPO;0;c>x!&@3gYQ3hp?_Fp|JOHnz5UwG-R~TT
z{wO*t3W`GlVXZ{LmaBLw0T-lqm}Ek|n4=W36+D)bMpseUW<1M+VS`&PR}B~Z%QfM+
z{yMH7!)dK#H>25&l~gy2*WzxO1FAQy$c+;>*76!_SzZFiP33rqSf9@@=J1RPsCE*;
zEENUXJaZkPMLKZs2<j=qCW5FLCu+q?+G?e3HIi10xEUjAAj^Xz{)wT{qm<Tlq+moV
zYT@YW0q&c0eRk8B)jMTr7|}Whe63?1$Hc_Y>Z#M?D{I5f<^htthi@NY*}ACa5Y^aC
z(g1~gFHPG+)db1fW|F)MFK#Eu!VLWc&pJqwn2O7o)T)reJr4YFR82cw*FjdbQZ%h>
zbC9BIVOu+B8Yf+;=O`5-1y3v_aL9#HS~05{!mkDDj!ZHxkpYU>$b|-Mk-QAf&&!aM
z!bB)2y*O>V-4&itnzFA37D>!Y0EdvDREJ0cv%CnE$}2<gt26m^sa5dEYD7FA2N9CM
zJwuj(3s)1M!qQ}RapHCg4UnWV(^#Y=J}F&HOQ+)!Kp`m>6DQ$ht9eis<{%dzr{p8#
zEU1{AEFq?YusdOOh76m?EKa2&)AejvhX*#=nZGf`83|NR_mz(Jl(hTmBn;fPn68M9
z;0VjhnU(q6iZV%NDK5L95S3P%k|p0i|A6!9x8L49clp*u{>qog&f_$LvLrLQqS_<3
z4Ki$F496thGDOsN<8=MCx*>vbMAfon3oK{{mUyiLD4ZxJ83|JuODF~!#sn#16h)Pm
zzmt)&Go>!2h?4-v9*nn=IBJX#okq+lRPsGj$7Yv~uPzNt9xpE<$H&2w4#TrPfuM4s
z#mQ;!{pUZI=EoB1@`ZSuTYzuUm&k=>JOP4%sYRuxmqYXO;i#<KlIprry{6KtL}*2D
z3Aa!yDR+uW>*+;4Y>^->*;5S~-ts^B;J}X8cf`EEkDgo6Q{U0o96Yso>hsUPI)3u>
z^!&mw_*NPoUzynqcTF_;hrP|izQ$p_At07{E#4ki$C%#H%%n*qG-c4;d3x>q*I$3P
zvbt81gWyzD^|v^WjE6SIyG~Dbe>yjCaklUHXyD{jXmc`nbhve`uL+zZy-myE2C!J4
z@;k?ytYEPYkR6B^rdpiSt*%+WXSU5d1LETVh<nWgZX+1ghw3e(O?EJ$kGD7hz7K&J
z|JAzy*=ItaTCsjMv|awP*t30(4z~kjpXs!Jb!_FErR9E?&+Mwd_Sxwz5cU4-@lP**
z0%QC0PrtYyoVXnreg4(0XV0Epn44;5)>sHo2PenM$hL9dAQsFhfEh$EB{xkYfN1zo
z2{lQ_P1SHym7G+q2%-@}z~g!m%p!sNG{qiqsfh;Z?UY~n=G<eTGz574%WqrT$i6L-
z2P^mOt^4nqy5D7W+v@q>fbHw2?dksIlZOwlpS^r+cwwb;#L1Vr<?_k)`eQ@>jj{I4
znXc)9=83NQ>0rYYNX56?#!NcDnAmF*cG(0$6DMrogp{-nIkm^kZ&J|>+7_A8CDWK!
zHjce~`P--Gud^xAob2+V3S4b<Igf(p34{#2N$3WpY|SE>)e!&%=HuHnF54hJ);}@@
z0$>M5rU0yO2ho6F*pZ3w$Y@i05QMrPSy|UAbdY4|p7-}g9gIO_=4Qu0B0t;*i%*27
zf@J9ExBs@|uYY>|gB>4!@ZOHydv>9#s_Y(L@95;f<XmuIw5_WT<kW$3n6~!d=*alo
z?Be9aY;X5qGw4+f_8nc>oS$Cq2!=-|Cof#OeD=(R^Jg!8as9^UpM4EJW^8mCy#3@J
zU__pPo2Bo+yS;JrOdv4eYY4QofzJ1~!O59tFMs**?)^(=E`Rs+cQ3bo{_^v00_|O`
z?VbID{eAsIZg-2<(+28e*=!cbvdqp-E-i)U<fP~2Cl(aP78EBJmuHt(!Prs+fs;h$
zXEP+A&jn#~S1C0`A~l?)N|QU_ts#QLR7Sz2*5V;@ZJEJYDo|!>ttBQ~l}w5ha&rt?
zl+A(R39^Z#1gRuXDJzf)vJ7fuTLV_F$f3~^rQ&R}q1dR+H)=rzOp#0sV=<Ccs)B9R
z9EiVDW=phileswDNbx98jJk9@0V)-i7*rUYfnxC~t@Y+V0NlUZQ~$8Y{?S_pV)mpU
z(@Jm!I8GH)O_w|5R=dh-Ra&GXvrJ-_iOgKOf<sr@%>lc;yN;x*r2u4iSFpV(rWehq
zuVge<F`LjdUm3+&Lbg@mj7E9z=#eiuQg<mqTFtWJx%EVrhsJcWnNDh*9VBFf&<-uv
zE9HAU*50wu>OlXJoM*6FLS}2&VCm9ZyY%+3(b)?OXf|)Z!_(^zP9GnhUzk|dgcg7~
zy~_zI>3nK;_fY%9k-o*X(fQShsUuShCl}_AjjUZ+K6d@&<V1H!E^8+W`^5H1mZg)V
zYo!>1L~R#A6((+<t~z;F4Sx_P?8l1wh>B5~z6&o^mtrVHaFf_HMOU_wWUq#LRe+=m
zvhBSTQ;=i`a7^72bEn+gpfc(eN;ZpD!loABs#1x-Cr-)2ViHifpsh7YjzNe^p^8el
z1P$YrrIC<{<*=x{#9f8Sy9xR6;9VRd77LH9gU90$2|_fKgGv(NGkCa6OhH^JET$Hj
zM5|2VW0N%0EIla?jK_Rb2B$iWM@eHdQyKJR9t*<2Cu1vPD^URB(!}gs6*G%lb(m8X
zEx@L6v6*5@rj(vatB7J(#!yQ3f;@RWy=<tpVxm8LFr2wCUO5$}PxhjF0&tHx*P*Mh
z>*;d2vP$WMpcU2haIJO#LRSNUWMO0+0#b%(`E1|Z)8S9goLm_(H1<{+duzp}ltg%T
zv4n09Q*8qz(?Fd%T&wP(IA+)lN2JZG_Vz`+r9&>X32@RXcx_Swf>1~+$S0K+v*HS|
zg;B+fJ;kyT?s!Azti|ahRh*gX95$QCnWeS4^r6t|^Y6dC{l%5LkDl`=!dzG(EG`Eg
zkwLGkC6-h~zmp8hOh=>2^*lk?z-`l%8l}Z9H%7`Na<L!~K}O{(DnPBcnBZ~|Y&y6`
z0^xBpH4>;@iSY1?h6$Bd8Qib!wo#1?pN%-MV_$I`d`#D{JT$A4s|{91OKbb|<a}S>
zu-a@B$W;Mn^OZAKyMsgF_TkBa<?hx|Baok~L3egnyTAL$%zBsAZ(%4VItT82|J~$h
zUkN0sRmNZFZ8|y`TpMXSI@k(;>DZwEXn)hji2vxAe|4Z~rMqFZr*Wmb5y1Lnt7Ejm
zJX~)AJp5<_$d21);6WZNfc3e64_v|I4w(6EiXM#WU`TIqPWav63JCe%fgUjM6K$UP
zt|l<8FNT{}`~Bdo^tG;!v@iDo3BCENW6R$xt@OJZKwsx~KYZ~7sH>hn0x$~NR<@pR
zJ$!us@z#^=w76$4zg%8v7Leq)3?(U5M@n}IbFIQGlL)5fr2!l_O0o>%Y$-KS%TAHf
z;=#KLUYbe>F@Sz9MXp7W?@%H8<b@_`Y9Jsxa(?~N*SD{Ib??jD_paW$_1(93Z~buh
z*6q9B-MRb2ox6AL-1+e?ka*v@|KptpKi;`}@AmgU-no4r=;D8v92i|29Xm46<5i11
zCdu4r&*$gP-2VCt&{Xs7H`i|7xc2=G&{cQgs|zQu9$#IX8n||D{qmWk7f-ETI=*u5
z$o#40nbYg@bJN3mwO=Z87;WBTr_Tapzk2Zt3C~bn$3|8WQE)_gY6b>X&Cr>IUcXT3
zlIvWaP<U`?6qv;TtoII%17rtnt>F4<W(V1Eqv7E(&?nK=KXiQkgv(%u#ibqkX#ato
zdlO<3O7e^I;$W!<qM$Lcpg%e(BJQ2PzWcZT?~RXle6;6-4_^Q0zrOXiw-5zIAkC<I
zVk$H`-Wmo<y%~@&3;NeU%4<WtzrMZ|gxfT?w1eXZ8FX#!;Mca!KznB=h`VVE^ltaR
z^o+IoL*V<fzi(u9apT0XlP6D}8lRZy2o5wffe4OHkbc()g1|bvkDopN!=3wEPhLEJ
z@a&tfZmz7XwRMC7o#8;+KwtlW#isGqTY7rBOh#*ZN+t}Nh^|P@h8@m^L}f#xp_x%x
zS#gNm*kV*1x-Nmh%%JhpxH5=Dg^;N7^o}x#F<b902!_c{YZ<XFp}ZoIC4k%Nt9bHs
ztG5Ek-4%)gm8?LkE~e1aNI=;uKqwT&GHJeCmS?wC_?wA(O&*OFFA+m+mQuT=)NDW+
zbop`#Oen}OnM$nkBBLx{uE-I|AzCe>&5Ls?(Ohb-KvbntRDteAg}P2_<Ebo?zZ-o2
z!3+JvB70f{44qZYtKn<upqp1`5$bI+lLZ*iBpQWCuN0Z2TrGpZ=Tf92eG3cIr}20N
zmY~MbO*M3L4b5Cjx8mqF0>e&b*_Z-{P~lUFJsqa-<&Doh&Hz_zlIvTIwqB=WpwT(d
z>g;WCfMmDD&fw^H2WUZ<pB<T-@1GbS9vchyZ2<OZas>on9+_M^I<s<oe(l`y=H<1M
zSJzHm+Ss_bII%K05*!>4^bVh#8(SC(5B3cnpPKk=Y5vp2v2zRk7mtjeU+VsJarWx+
z^s(7yy+l}Es=~8Dfc!ki(ofL^Xr?ep*MnE~kW@V+%|Nw$2*v570F%2SR4wSmh`VaV
zb`(imUE{X<CxxaEOB-YwdT53LnsJEZ7-!o@nbrZGwO?%O1ow+tlUk#sikV0@E|ppp
zN3TxARwd+Qf1DWgT4Ba6ZWV-I2~=1G+{z3BG6s_yjmnNHfgB_hC)MS}RKh+X17RBq
zLM=)q<|a#O3Ru+<%-SSOVPa8MM0V0Hc*6d=f@C2+Mpl=q#^>mWNF_cG#L}_}2^?k;
zPnZt+k@3}WnDV&V>NGMT2h^JLu_^SDPw2%FY;+>4I+KHk@kq(EngevqzM`~uu(^r7
zKGx}F>f%IUS0Hz!x2U@jKh|CA_rmp(^d>iQYMeS4mRr=;LPkRka3A<*P?lg3MgRkO
zayclzYCWpu5~XKMpmO3!<~nf$UTKGBqKgYf749*zYm90gBAJKD_9;fgnz-YPvFo%@
z8-Qn_t3FQS??@%@POm+j9sHmKy)y%Qr~nsJLfK!?kjuZ;v%a<U;-{w%ubiH}{n^G*
zA3%~KN)2&#dg12jmAUr%vnSUCcoI6lqy$!2n36}p(W=qJ9E2#Pj1R3<QTP&@j^Nak
z$)#u;Fgh40It|5UlSoutDjzS>5|k!1=yc|A(phvEkCD!1rpWn-0S)P*K{79)g>-Bc
z9h(;uFDu2J@0v97<hey97%C_gW-m@H%}*{eSRy#QK!&P5Gcp0Xv<)P-Uu+0UEpCRQ
zL1G?k3irAKrx#DG4bC<yjA2j1)f1befqFR!b+or}ZPdRq(sE?DWqqV|ds-h2Y!0`s
z^f%0f-HYA6)gA!ujf<W2uSj_7u+Id}@30PV9E8131L?beJMVq6#Raf_8`&GI0M=iv
z*SAS{Fuwz4e!yn}Y&_Vo&v!Pi^!S&$TUPu08zaHZ(csac0JyI70i&Gl>r+Rs&CIvy
ztd9D?lV?9}fl`%64*(m#^~*0$etrp5f!n<NcIw-&UoEe;F!A#0G$k=rOG-6!U|MFX
zSpw4u(>44wvn<CZM`$@2AhuUZNwO#k3{r$nnrl!L=w$g?Nxn-{9uk%*Mb(-PpL=Pe
zb>mC_v2U7Ae(qU2*S+y+=kd=vPh1b5yxw#2v%XW;hE87@IdgUF%$13=SH?g=?YXNH
zXTBL+yv!F`S7#RcT0CB(*q~;+oQA%>zJ<BjOJ`57fCl;X<<BpixORTy#QN0w%J{YO
zr%xY0diKnT8()2X^UKe#U%Ytj;-#B6Z+!E^ErT(@7aQ%~`tujhgT9#0&Rvzz<dvla
zR3%AXNt6{}1a%Bh<0`KY2;_F5+Uf$)Y=hg0>mXPLsNKK;`2O!<HQRdlKzCngaA^J5
ziIv%<)Ppe*?|vM==g^^D`=SmXF3d+3C1qzEjEdj8w+xO*iHv{qPjCK@|MKT|{_^JD
z9q;dX<AXQ;^xE#-2a2m}jE#-K@v-_~2t?8LgRu9`!LH81?(lYgEQo{!WO|^hyRkjc
z9O?k{IS|CT8$AwpgTvL@*wSNjwt!sOmOzKYRqt{&xxGNw>9)J;y$v1BZQBNUe`l~Y
z+};@MtoH}!m)B38zI5u;#mUL}w)W0YcTdmYV4!ujz8-up;|vyZpu^>LHI^4+V31e_
z8(LC$2my@-F<Hs6`yd&6Gc)&OWyOHMRUJ8*&WDg$sdeNSIzQFyL20b{5>=+zigegY
zMEsm;46wJS%k;T4eyq_^Y_gW=bj4Z~lFP~{EII%xV?Yd!Tv5Uoz<Gi!5DsrNm04{l
zE;m`B$hKO`Eanom3L%p~#iC4!1mbd4SmlK}QLaXjtI_1@)VU5rnMH-R8pt*WU$3c^
ziVMYx3Z;=I)iC}5aQ|*k{lg+VCbx!xripNT1x2i3NcCK~Nvt-@G-`p=qR@K{4xiC!
zmFpd9^XkOX$(2(Eh1H;PSWP~gr2(X0_*{WzUuRn*ut)Yz4UTUvuAZEpKRz&Ud1ZEO
zw*Tnr#OC_)`pWX@qerhC-~4p*$c1C;pRTUYOpIPRx_0I4#>pd-pbq2M+62gt`sVcd
zS0|5LKfZi*bK%Oy?A4>w*H)*lEl+*6IB{{hV`<DcHPSjW(ls~Pb^K`8x%r;s)BT$>
zq1CaDiJpeOkfp2L>~G`_beNCKwGEA_YDguC5K1ir1j{e+EMp8qFVj3s(G8K*12pX*
z-8fvM9W3M9_+A^^=Bg0|tNFutSx*hiQ-pG8yr4=ZB(U`ItRpPr7*#XO&<*iSqcX<?
z&)F|<1l9H?tHtb6^L=81nUL=Wn?7nOh<nY*_%JQ$oywxa8eXx6TV$40@klv%bTXwH
z!mi1wL&h_!A%*E5XGXkHm3@eb%3zkJGfFcggnU|cTvbstEM;$U%=^ia?;sNQ(m@{_
zh^a3I#ci>Ynk*$TPlQcpU?MrxIKC*ojur!u9bFh%SP+Rufeu-i0A$IcV`#-u5^N5;
z7KSNG#Fob^1u0r-LMikUE~aR-gSk3c-tEt6aaB(aVM0x1ZN6-mK2s}%`s>Sv25LZ)
zT98vCHg#1S+K9d`p?^kT8!sojl1tSh%W922oGw+s>Aq^tB*ipIFxg7-YSAzSx@CsZ
zIL-4+3LECQ^@{}iEY-cFXkM+rD|dYmk?`h+)o<>pd-qUPY=-mo6x?6;ncqxS?a3j0
znBGt!dVFeoetZm6Rlv17xO$sm^FoU>686<=Cx)F0EvB4LMdd^s$WP4xvU_Y94pqlP
z6NE^dF^%GfatF!;Vt~e4Ig&|3iZ#VX2ioi^&}y@FvI4ul#$?4+Gt#P9nRsd*6OSSj
zN-JtIs;Mbr4_anM$vLQ6Jd(z#kYaKN#Dc5St3#n~(0%Q0X|bA}7f)TfcJ?!$y%}FY
zkR#Df0>epUX;C<RG1gK-^wsgZWlq1?Dy`&;2vSgZ2x^VHTD!uY=5~u^BHT7J-nlf|
zx;oObKGt?@Jg^Sv_x`5U{w9Fw3*Fw8o~Bj6mIGLCa{*r)AmPD0KGta89@PN@AMnit
zyx@(=7AJUc7%=c&^S_-2D?syJx1rai?{VtD>GvAJ@ID`ET<vXJ8)#eUX#v;cW1T0)
zJ2!^gH%9`?J&iLRmTL=>iw!M67NanE@7})!WauEp6-4Vi0p)5S<Nf~g7Xas<J=^;A
zmvf7AE>^9Yo^2E%bd+=rHC0JVvPiN_QkY(tX_e);RY<!ePtVSlQPX7%s78>>r=-)t
zx(A=kr)2m*=_eIK@V8=*oX4HKi#z$a`qZPsV?X4tep$V7qkQ#F+47I&%Ri!)?o=$@
zu3G*cv;1A{_PIqk`XyuYEBf4x65HC|9HCg#q*5wPdX?Q`vg%D%rOu@_*PERpDo-O&
zc=b-7-mT#%rDSd!aIJvmKt6jQ;19Xn8YbHy5RDHE%*@VeOif&w#^-OmeC6yfPab}H
z<T$IGl$VfOQ;IW|Q+*X|buEv>*GO%R3XPj3)_Qun`^LbuzAc~IhV`LsDLZ)k_f<Ra
zsda?=7nawqUb<3_DBknhj%dKcf3$DU`yWL_9LmqlElSEt+_nGUdpkhJRP2Gnum98Q
zfBAp@^8UZPedxW9cK`Lg!#h8Tk4}n8Ohyxlt^J^$Wg-~v>kRb<+PXn<?8wLrC~@<5
zbTtP<?R~w?ogJ;+p-_LIZ=?gXzBdQjfcd>8&<kv9pil-h$b;Y89_nvt3wjzG0mmK;
z4|jA8g9_T_P$1CL(a;g->>qG7wAfsYHb+B!LmRkf2!_MJF*i26p-`xV60B4SIBmMs
zqL7JM$bxvG7zui!G3d-1bWUkuaxVOng1pFFL>vm0SzVisCqim)$*9`HIA)yOkn8ZE
zwYuC_<~0}?&l$`-z9?59htT=45*0)a6nEM}ts)OJVAj>9)2KOIZXSh_&R{|)^pqN0
z6qT8(GnZ=Axms<$LID?m${2ozOqQck<qCxvW>c|Shq5Y)T_&{8Sz|S#Y=#P*67BPF
zl`5Qom(Sy6^Q6U69ag0Hzq#>$q>XR0HFkRa;Pf=M4+pv?I(w&k`&ULMW(NmP%*}mq
z^5i$?&Rsip?855m#kI9hH#e`JId$XG#T%E-e{tsIr^nVWZ5+LFV&mG$jVtTRmsV#k
zt&CrqpE@%!vpG6^Y-;%8#`4t@Cr>Y}9h+S^wXkq*W%kVa(B+l!`KjI$Q~fhTO(S8;
z(xCguLTGW=zckgh2+mB~(u{v`rgdSeWqza)SXn2#JQv43vt!PX-`HlBx(rmgy3)+9
z)iUaMv?3+}&LJXL<a~S;ys|I`TLkU!>Dt>BI1&|-tEi%NGgRYr%^+1bK-Y~B75zkc
zH(e8E=z41vqopjhtU)68%2*m7Q`N^ecGIQyvMQy((#|n<P(d24qKl^LWvP2Oigtkv
zWKcH?MFJs@q~u|Z+)6vAq@G`(!zX$LSw2ZNhmeXYjzJY3CR8OTcm;A^zMNM`z@(KF
zMB-4X%t}aB%)4dKeZ=wvb{!~Z&tp|&R>2OHXY8p&?nCE65Sh`C^u1|`dkY|knKj9J
zR+g$RPg#}5FHMxy!S(b~9W7r;&ICnraycB0KU`ZLSzR1eRB$*qHv&}_Ct(-Zq$nV*
zXJfJ`)oJB<afMltOmeKnkX=`t$*4pQ_=!tn<vlIvCNnG4QrH`U^#q{}4v1Qm24*gW
zu&}lyK}E_o`G+cX%_4mVTiJ>eHPzzWWqI0iUtgtbR@BmmXXvVl^)%}=#T`fm+P6eL
zwS9?V?ZHc%De88Hu?MdXV^!S@T~{?xT2@$9g3PT>NUGcuotl)0`15<U|LJe)|MWrj
z`}?Ba*d@uY`~1YY7mr^)`03@=wL4qnw!2ViQ#3+Vid^<uxWzfdbSM&fs5BvpQCTIR
zP_Y$QL<J|Sk{q21FBOLBY@5|ezCfMfHJ}+a(3+|PRtrpT$&!gu<@8i72d-8WGgQb@
zdMXO!{A1wNm~1Soh@q^i<>k}Fr5F;#-N^G=$zdJo@>u6D4<7vjM%TxWUV<`{$1k4W
zdv@u>WuLXFvVvGpiANC_AW*v$L#V7Kp~|r3C_)v1Qx0qtbazdiTIT8r&Yc-qJm1$l
z-`U#d4}@lqZ)_|KY)%5hb?DS|=f-IJ`cT_3uy*QiJp!om-j@HE*6YEvZUG}Xn9XO}
z0H%ZDMGsKKflWG?(0?Dyw^egKGa%l<z~1jM_5fIS>H9p!0iPKx*{1?tU}j(G21>k^
zrOt-c?&gibzy?71SA_q3&<*_Zw=SMt3HGom2vVc>CqTdhi`#>{zrA=4`d6O3c=Y|R
zk8l10^2{Fm`trr)b4M)}8l9ESCdLUdu?7|ttj_g3h=dleU?zjoTd%svBFg1s6GX%m
z6+2ta&y_Ht96|~W6Hl#-<>4~O)wROOP3Gk%)Uz+CCti>){)D^sGwJfr^vlm#*Iu%&
z{lvQVf_?Ql`^pyk(<kgtAF(ezWM6(z``I1R_m2o?@9h`P|2dvpRwKQ3<=XQ{51;+;
z@cFlop5A(N>+3rkpMKG{a@;b#Zk|13pSi5<Ii;$f8tWOkdf~H`g*6FBRs=21OD)Js
z$%~3gFF@f8&NiM><7@SuKezt$yKm0VF7Z*Mn(PWLUZ5(cYVrt@O14;P*0}sytw*7A
zc>8)oL;awm4Y<y?$951b^D1r*NaaB&O>>}Yd3p23wVN)TbH|_FjM%Yf_v<@8eC?f&
z-hDqlF21;+FlpB(``-N5Lm$1Lc=*sq@4Wv{|K(4A`LBQ8|IWv8yAQtcpZ_IxcXU>I
zPE2fKbW$=)ELu5!Jk&o3(%lD!rg}i`Yu7+W=Qdu0R+;e7P)ld1rK{5)YV7C)p7+*Z
zPoS}_$=3?v<@y?0L4iycu+lfTbvOFkz0J){ZNWfj033fX42s#o^xx4J8W;n;u3ccS
z-qk(gZ|in@nwpyZKt8v)xWH!d>T0k|CSD||6iPs*Tv~Z~WKC5z5s#$P;S6SGIVv(G
zX(y%%LL_EXpcD7)ehZQwQBj#%QWaTEjmFWUL_&zuj5ZsJ)Y@!`0wETcsP)A%9ZX||
zEA`ntekzZX&S$65iHRI~p@ferD~`y^+eM|N19MyrKAOZ#Vem3-AYE1jWiXRz%oI8+
zjl+j(^+ierLMnzjji`1Xxy41Ws4H|bl+}nc8L$#@2_B!0t&1m+5-DsLM_R(<7ysP`
z^FMf@f7qG*>giKoUOfN#`7>W#I)CHJrLQlY|NP9Un^!J<bLsqN$2YDWTR*?Dus$`i
zI^MrL+H-Vf;PUZ#uxvfII&ooj>csrWvH8)nYcrRRFI?W3xpZXo;>zIB$&T@U-~3qP
zK!;{Hq@U_>PIP+)L)N}d{ZOxQxXV1yVCoFGR|i6?)4~1@5bsDescAAgj(|bbRb^LK
zK+)xCrA3Lz+*kxO5|(%<^Z#e>t%BP?)3nj+t*vu*cV=gHXPUdyVRp=H*^(`=WJwk?
zGcz;Gk|o(PlPrVG6o)#@>0qbRkcLS!q?2@@ac25_nLhiUIyZAUH5Xg;l`4{4R>kGy
z`JVTEpnOkUO|Yt&ppvHemFG+LK37`u5`4$rJ=?Zze)ZXXTc3eeYyyq#h^pGU9orhV
z?6dOaL7PFs_0gF95_>`6ot3(QnSDXwTLfY`iE~8l>r;FCq_%01-XH1Khf-o!&}{a&
zHFm97CE)Q4rjBV{Y(`)o<^idmKj%;8gW*n}!yIvHf_!d}#_*G<egY{(qk5PGB@w2V
zpml1rUean3AT?}=kg!j|tk4S~8X=Sgnqr!FkrBljN|TlWGl`H&b_1b#3#|NEXz?@9
zea|)Q{e46AZ}CWYQ$rIJ3fv-1S}D?RYz`_RW<1QxXweg!RK#X21!1CrP&=qg0@uo*
z?TivScDqf9@;DegJ`C2fh0CgrxmgNsGX}P&xo#7*c2i^Z7Cd@))KB-AKz<N<ILSY`
zDq6}3yZoxzQPHu3^!@XUt~hKu$IOo?RbonASt$-*qe%KNx)H5yo+h**@pJ)RY-2lQ
zgUf8&giJpxF(!DC0m0xhFP_GM=;1PnCw(s5y%tGNC%R`kd*?&x8Lg+E$Tfl*Ku8s&
zp`@gCD=392tAW9rpV@}ox)Zx`dsR&}98Y7Rm?pAlef7|ZBd3<Vy`QaLIM6r7Z$+|N
zoBGpX9b1YiLNJIeE&<;mk&4MU3JOJJt5FPAZ9@gil~Ls`iF$(^CseG$$aF+&j3zMF
z$TbLqo}gFbeQr*7k5-^)kn5oi53Z+M5{l6cE<(t!9P_z!Sh$c^(-Wqi7&aara~@k7
zxO3&wqjzur_}-n%tA{4CgAS9EM&*)89EI4d<~ZEC4h~)xP=^8%kBO|-k<==hj)9lL
zp`7Bfwq~qobm8b1kAME?i?7!Yo&>_DjzsbxK=7rZlZ%5V7lwe0?bO`x>uZx>T7G1#
z=LnFmk7W-0k819JkUb5MeSN44OxM9#?gz!JPmvwy;Q@jJrQEMecJOB~fnVzD0IT)`
zBVAw)e|WqXWYioT&jN5iHqi^F0jFmMj!kqQ7)}6KKQx+{>+|0}dHi7au$C#0WG5bd
z|1HRi|LeD3|MCOqX#f7n&-b7Fc=s=Veh3=Pe|d8MKw-cmZ8PF_8u8op^fJG?c`V6y
zC~Eb>Qm3juYC(2bF)>qX%7x7aNj*`j-vkeso)Y|+1=PzDeJZ%sYt>$Tll}g8yz39e
z7d`-DK%Ku9T>VJ;-ecK~2eNCQDQ-Sg-uh1Q<`c!u$I6?JlsCUsyzu}W`Hcs<cfQfT
z@t}S9_RE;DGDK3ROt@6~h{@*H2O{baxOTe*dKpJycSjuIbRa#H9RZChOPTH|u#jI~
zKVx<#NEA7hq~J1*B(fS#l*zqWvnvC~P!t-~q4mWt-h1cR>`HqBmV)7NxLO5A#YHiM
zOoiUpVF;&n8c#UZ)i*a+SOy-qr)ls&9uL4BEZG6L1GYX4y49xUFP*!7<M?$_1AfE5
zzgW6y-_BRIKl{69fA=51+qQK(vbhDatGI6W9wNGhPR3W1l>PCy&;I^jfB)idpWXS~
zhJCLTHSB{FZ7wR>zIXGcExY#ajdXUNc>VJ1!9$?<bp|NymqBR@sEL^yo0!f`&wzgR
zr(^lC-fT9|l?@aYhd>{DVQFf-FflSd0Zi+|qch`EPvdSz#wYthRop0`@be&_ZggU_
zf3&N+KLIxL`RVELsX2h`x$${WAvZcY(GgFkQ_<0(yw&IjzLR!hkyyDi+SxKRqQYV7
zsB}=r*6xqtjrL|PubR-l*X<-?kbAei^3u*%UoP4A60~)T!qyV(AUn)RhZbQswivAq
zdJD{I#XCH$23xg13eWU0VsWxj50weZ#jJ8Nx>5{+fzW%gt=r`?2ne*{2`klx7LBpR
zVM77EkX{e7*fCNygwEcl)5CmTyw8J;g$TnvlBA!h6T+2zgieX`cvucQXr*a48k%LQ
z2DJ%k^^lF`_P+zT|FF0IX_5WocW-=n>+<yr$FH6{3LalSb@<c)fY<A%*Otz#FJC@(
z==zysmror!e{AK-nYF8DSC6a?ElqbW<T~d@Qd5J#oF31ne9?d@>eUXUU2D@_L%ji&
zo?|eu_{=7Q1ji>qxg;2u-b|)cw_<j+L3biccGOiAvk)y_v(z9XqAIsSDtF`R8wsEQ
zw7wEkSJqlrg03&aLaGT(jg&?>tqG+eH#?MaC0#*lCDK7T2a%}4NH7!;lP=`(^c*1h
zQG{fw6aZzd(iMqB6MbG=tjiEubY~A(Qp=j?tT}bS*s-n-%;<t6=2*8S7I($sftY=G
zM3zjpdt4NS0why4fc9_}&LeW>!Fru*9bp@?pbRb$OZnYeuK}NSVSN&ehl8^L<2e%P
z#Naegm;h4AM^ys*xtvgKV>P?^EgEu}j!_O;TC6gpiihA)nxqt{laI0TQ8dIZ3Th|4
zZI6&rWs<b&`AAypUMgjuTE)a-*mX6nQYj%8!UfF@ei1CdLV0K?BMBu!!#K_L5(LPf
zfjL+RjQ}B#wua1jmm0;UR=|<lv4njF16Cu4Bbv70(B))Y6$ZY$p=x7I*;YKVoJA?c
zLw89j)zf{X#WA)=O^n$|ixW(b9yU2BJbhA`&$C2)IJFfrWas4$In>_$#>54EyjP-;
zbC_JN(rS)gcML4)lE=i30i}0VpE)Uu4Y61(1F@s9y8pzP8@J#6?2Avo`Qnp%pMCtz
zM<0K6`@K7Fy#WHqkDJU!LMfE91CE4~TJ|<@Sxj706J%piT@kFN6p5??ei<KAuc&@y
z)9KvA(sWM9Aj3-bk=uzTHPEH)cQ`FVG>+HW7S_x9LoTV(pfRZ=^^H1}SL~RU`8+x^
zN5SOLv2Z>Q-qu=6r`Jk#trU3^R#+?6V_39mGIFn8hK<FPHb32FMh^t|IgoNrDP@UT
zqCVbazh)+{TAubD7#SR~*aA34kRh^&6f&iTt5CBgN{&Fy7lKAsztQ4z+5G{FH)L|V
z^-jIoVs`j~zHrPP0<T2u-u0E`Zy(*g^QX5`K8s(#Je13vU(H=ypS*Zr>h$8+*`@r|
z1M_EQ#!gL-9?kb28qI)YxxY!`6HD3na<*f&uXBAc1CV`fFa=N>902YB*#S2Pvv)9o
z2W%bCb^!F?5qu2*^rI7Chu(K62NLGH0j8gw8wOPU!opK~-LXk<Nr=BTo;o&}Ss6+E
z>Du+zMrSP|V|IM?Cy;Xg%P*f@zxdvj^LMUY{P^6-&yF2=eE$4BAjUenzbj=+_}Bw(
z{Gc5hQX@6=(zpd{m)Aysug%#OGQvH|CND5usw-1oWZVT$`7s?XWYE|c(m~<|SVRYR
zcJ(k`|FG?yAB1oHq`P`obm1e(^+(c^5A>Jssjl2pT)D5f@<4I*f%4k7iffOQ*B_~F
zJW<|wqI>@b%E_;`x?ledZuw=#f@<=0)7oLl;u>Y<7;)x2qi~Kha#Y^E);oX6?(Sof
zq%0guNMzAlu_OedsS;G~Rzpjx8g`XIc2!jEEZ?)Ml*$o{L>@9tIxsx?!3Vd0di40p
zsmnZ?(&p_(F;!3^6DZ_qQXSjjQ-@PdN8Ig-Wb+f#b8~YGPgm+-=nbekP|yM49GHZU
zPRy<xIQrJ>@4Pm=w*9vo>$X*wY%bZkanFVqH$DICOQj{{Gy=JCPjT7S&7hE))Q%}D
zDShSnO<P~wzWs&GkfQRsBFKyX`SQj;zPfY6w#_fSx_$e0wotTk{P^hd^2FT2<jg$4
z^r@MJr-r-fIWY6dPtJ@_fMEC0(V>pclq22a9?W+XK(lWSXgg-6rj~#beqgvTI5Gix
z-};AgBcq_(9hAL-Z!$5Q%Yu@j!dz~ABA=g_83%};o6n8T_V<i9tZtLRl1}z=*+LAu
zL8gSpQrLJ3-P0#>*x77JokZVk_F}ER7LB=_C)(q-vrtV{6}xxr-Mq2BW;dM=ky>CN
zFxF*42TVAhz0G8A5-LDed~GO3h<0Mku9{dUzB5I4*?>hI<}zR?h|1cc=NrnOL%}x6
zrHxu`Gn-oqz+I((itGkGOdzac@hZ6DTBWwd<slk@r_zCrgxdpdT!)912`K#*p;Un3
z@ftf5Jf9O>25LmIYMHJ{XGJU3|C<~C_ongZjueh84^IxpMzewG;f}%xFcX*~c4;P{
zOIlPzVdqLdJJu7@N=Obh)2U{NL4i1-kwb*AakUIg6$@8OYpZXmD~46<=C(oNI*wgV
zgEo~lHtuVL>_N9wVw<aotq>dr0>{)MaE&AkjsO(bNIajyw(5;0t&U6MP{=$kTO$(K
zgc3VjY!K<Ja*IQ(x61TxgQ?SE?Dd*b5r5VL)?tpM#MvV;_gg$UYe&K6n|4NKjL~Un
za8}uI5EOvg;|q!Ym9FsxPxpi|I&X>{kp||}p}aS;;Pema{k_`Aupu5b$9cgHaj=7s
z%CM6i0>76j610dol!4T6$e9wF`yCzYMqjtVVQ@HA0jECd6b8(&v=`@c5M2g@gWF)I
zz}yV98rmkUXp%QoiSZ>uN{xnI=b~2Hi8V%kgIdtykx)ZobU@PLR6$KzFuAS<Ms+#4
zSVODQG3%^SghAHAp;rnd5PPVGh;JsfwkCY^;RMwuLb_>~ZUx1~B&+Go^tKWLv`Et0
z;G&{+xOxGhRjG1mO$xD!!w}I~60%Z<vjYXVa<7oJNeTw_?44M|t1YFQTZ?xiO3HAp
zHBB{p8+Y#r%b;U1yi<qn?O@I1SY{=nGs(>MQxys*uC-DnY>wMleFeA5J*Nxr*SR{`
zOgXw$K#=;h9oN0xKp?j)iS+B@v$Di-yn714wonjWrP-27jh{Mt`SVXc{r<ZLKm7FM
z?xRO<zxUaR*Dk%bcyuM(x!^S?MG{m=Z5xO>Y(}FS;W{LaU0YkTV^?!E%&0M2t&aNL
z#lxZaN^U~K;ub%@0ajYypPsw@_PwCfEycEXIxPog2MT?DgM#P|GV?B0uUG7`h}|x(
z-_3I97$y~7BW>yM2{j6oK-4G#^F3>e)<ooih)dS1Hn6|2V|4l^mlf65$<JhjY(+g&
zR3C|m+;*nhLbq#K0t$hN!a2q2sKqjn$qe_8WjgyJL4Pdh?C$IxAIbG+dj`7)rbY_$
zldH4SpaOgU!okB!g<~Dwv{|B-F=<}2Jl7wMI5Yw*Qig5=y!-qL7{yP6DERX$`7^U4
zudhsAT+E-G8U)CG7^KP!rJmArppFAUG*1tp>YZQ?4}|U@cMiO=&=UtZ{&b}dX7A|`
z7|5^m0u_B?wJ!;_@P|jcj{xD^SodqW?9(B9Vc`7Y*rk>H>#GwNSH{7T9h}SiC$1fw
z&IO%sEUsJ{o$PhE3v;vI{rvq$w?FN*BxBN0hbErVMtYRNaWyD9^~bmZCkNMQC1;$N
zq!|@dU}V@*3m4`PL&HXt3xvu_8e9rcFNo)(_fp}TRlG{Op}}u&4B0`EL5rT%BBkKj
z)5qwSKBwG#$bajJ^o{$Xi=S#QecAEm52GLcD7pMO_sZ9jYu`$*K9XH~%zyp9@cIMs
zwQsby9&>K}R5t$pGrYxT@gu(@j_cmIXS{t+_2#G28(&GTd@a86IqTi~luLI{{pr!#
zz>Gy~VA42D8jFA>qgop2ctUFndJh;5?W`!;QL%U9uC1Fl(ZuXzVn}VUFCSX}>fYCX
z`QgvkPu*Z)C01KP>4-4pVWz~()i~uIpDo^D^TuqhSnuf6^z73Nx`}xpmYd5J7MBhl
zn_gJ$ADc+`^&dTb`lBnir)@ni{ogM(y;4#9%+4JzZrk<z=It+StgNjjvnVYUWqUWh
zj6*chiMaBjy)Xaqxh>Cc*tcO@{jQRouWWwhzn_2Ux6f_-!^_3n_dp>H?POwZaenI1
zq4C+-$(g6U>iNm#iHWtz$<^H0?C2QicF7ker^ZJHQz=g{Do^&R$7X}w!@*G?vIAAE
z`T5at;7?x}9G)4S$c>JVjOC_5^~_YEFh0>e*y|V?Gfyq_4UFXmM)JVMJ~p;IFa)yV
zhtFh2RYXcdLkWcgbA=e86wMZGwMW}RF{(gPsnkKuZj8YVH+x$=A-vDal(6CGhMm<V
z8(Pt&A~_%w4N_?%gH&SEg0xt)-P$NqSFmK21{cyB#yDJcv3PT567Bb(9A=!y!c@_a
zwY#2csomCCyBUetO(2$2sg(>`C7TJt?rJP{JWpItVS@=jL}6&=%F4~|mQZJVZ;}-U
z#y2lWt7CW_RG*b5q}A#aXn_za7Bws7D7g|TlD9B;wf`_;{&zm;pO&+01OyQs#cGGK
z2rYbSE02nzVVlUPdJcHn3fHozF^}15l)xY*?Z|o(3WBJwXoggw5e+zGJswd<$HO^P
zLOTYFL$pdL<cM18Q>*ASK7quhvPDdmST54(lvb(C$dwx;Mvp-svssf)dxyuJ41h^|
zxYz0Lv3UDz!7+Pq#Ts5vd2@z%!IoJz#urSHd2e#bAD>NkP9-|~-SM<BGNK8uNxTQN
zu@z7EdLVNo(t9L4e8@F)$k2Plm_1`lpGu6J>dqbUr*a1WfZ9L9b4)9ISs&1{dkscU
zPzkoc-d<yX;R{j%vF1RC7>i0136aZ5jRoz;){l9eW`!kXau2yf{#a6zjH#neO~6cb
zXv;f&?G7K@smD1utrlvdnGRE<Yjibm8xp4`)iB7#VrreAi3qU3d>$f|)Oh4bAFJ8J
zZU%*_GFi3VfXD{8V4SWZR;fX492?3ZSK-_Cu|$ooL<xmd#UwyNc0}5ZadI(E8a5^&
zXhBsPY8Ry8SqywT=tl{OTMg7oIu6DY`{a%xk$r@39#GiR7LU#0BH1i8dVQHpS;myr
z(8b_C8y=~q23udl)WuuqdIY2<WkSyOG6QaOXBg9;#t(L>?GB<)(nP|;$SAm+)#5Tq
zeVxO6*BS`w;eqaq8VIBeP7yneLznCw>$=_(s>G1Q(M>Vt;QAa~m_)%tWzCe91}YQF
z?h8k69zSyF$U(c_s#Q90tqeSZJn8d%e02Hj{Dc`#ChV%NE2$E<Q)j%P5T8S8sufbG
z4wc5MGhiDUQZDyG|A0*(z*bb5c;dOK{jb0IZhl}Ws?&Cdtz-S}{tiXd-fptPR|iA~
za;m-<r6WWPhe;kEJ{qINB9!rAc}JAuap8Ubc3%)@v7^jZcp%Ug@=?uNm_b$Rw!^{K
zdxJ!+1;rND+8ita8`BPNY;S4dP*?$HbPDuj4W~zjyHfG=TyEj|*>g88oqF@ytq<OQ
z@2zV$-oE<g2RHxpr*}WQ^WhhteD>v?Pwy;FuB(JPgH&l%N^L5>L&epwKp`M5Zqgl{
z9=y0V`TG8;s|N~~_fMUh8$CNWa&CU~={9_#|Ik<#7}B2(*!vPd0{3+M{x^IFR2}Ti
z|6fNN2&n0f0;&#Va)7)q1BqR4YOSXe2<?E${qRWU$Y|Hmv2Kt_dv<2%%>2_m{_FcE
zFRe{nSRTKyoCCxEYlmiT9G)$7MsFQnfBVqdp@HnB)ujiYeh&VM<Q6VaJ+~p{EogZQ
zLWD($7<eJExsBXZuVb|aH0>b`(JjK8IgJ5Lvrp4#lT}M;yCt+e7I~ddk5rTEp%pLF
z2vrJUol6f1fus=~Rw@-T)j`I|k9jv9vu`|P-FV2k_JDusOZEBB;%`3gd+U+-jjz}@
zzY)Cgt?=pt!Ik@>8{aB!J(OSh!v5An{A*uq_MCf>nBUso^IKfM>fLYDAO0+V=b`ki
zCyE=76*s?OeEbvk)?aQt`s>;JoLQtMQJF%CLZkIcrRI>MTfp^{LipRtY5R%@dtYtb
zwy~5hQ|HF!z(i>6_~Ea={RX78T|a)E31<tKDuF`JlSJuU4^wPVSgqDz$lwZDJ<0yj
z!sP72<Q(v|fkYaRSF^GRf?;Qt^HZ~ZLqiv@T>R68o4txq#ol_{9$4L`vb~%4ZvU^B
zHvHzli}vopQ`%c$^*c7dEEREiT*mGl+kX3R|MuMP|FHFiSBp38{Num>`-VR}_riZX
z^Xh-ST)wLqQd<qWjYH|q>4OKy3QuS6Q?o1i$(7vr(!|8l`1s6dZfs&|Y<g;93K%Pg
zW3i+nl;jRh+Pj9`eYx(z@yUTPAgCMb8=3$$G~-i~VADQ4HrhWl*fY@GKN#)mkanc0
zT|=%|S31$1?HkDrjV=u37O&kpeK)_%tg5K1+fEa~)Rs1x5hk`Z$z3p$vstOEcX{v@
z7h0&UQQMk3y7_?+O(AOFl1ho#Qm|*|3mPeueF_;&z^T>9o2`Zxhq*y(s1a!Em8NE^
ztJUFvL_&?JBr51bsTD0!F4DwBqpCI|AiGfT5*TbR9A1RSmbJGPV-Pzrgk2UFNg!_`
z(D%{#72q~5R9E_v_>MlxP)gVp;RJ(Jn+s>uBi#l(7hl05H&Ey>m5OB1Q^X=Tm03k(
zl>Z&T{fE8vPmAm-KC`u{4pLDHidkEs&7hULy%o<Svq@Mg3phX75{t#Dx7sLdj!2@A
zO4U4(nkO?zv`(eot1$r7582!)gCk?KrQObC!k35#`t1HGy&C}Qgx)>w_Rj>ui+2Bv
z-aloG%$Pmn{*KvDV%i%W1AXYOSk4}wuyxEhJC_}ib!W%2IW}!gEZLK<S;9xHfu(SI
zB$^3kvc5#x=MD$Vpur(Dt@kflW9#<Bs;_&^*Si=UUP_Fuxid4`;IuPyEHZGsYjmw6
zlW~PYhVUSeb?L%kUq}#+ksM)z+BK=R&D*`sXqcZ&6QeP5BFXQ{@*;71D5%JEMyOPT
z!4@*uT;8a@d(e@|`1}q-#7+0xDzhQ7K~rU5Vax=)4i8t7nk8*J_0Vc}8%|GbVNi-h
z>_(q}?h(L2=&MRwYEhKv$Pf()AtE->+v>D@Y|0~bD6m3em6Qe%Qkw8BWw3@lZRARs
zsk9AO#-LUkwKZNd%%#9sc}P7C!2nmO#yusaFCk#XN;c9Z15Gq_1VR&2>eI&$D5A&s
z?sc(iLFXH`c>QLVMr~0DG)jTZC5w*=e4`-fl*1SC(`VV<S$}}LJk6P(mbmN)y`r+i
zkDZ@z=u~JP2P);G)Eu})+S=Xac0>;f1BVQqLu@`1R#E~hsiUx!iui=wIj4%QYTXGs
zO$vpJ8i{5k#fC+P&`c8*FBITueGbpX+*H9CYTi^#Zy}<a0G(=zm|drq4xV0K8#Y?y
z71hLw(x_B^C^L}IJIqqaaKhgcazrdDlZck<^w0LhvmOIDtGV9Uxx)DB!uZfoP^UC2
zNiG|qFV30llFH<@Jz?DbX>DJc5f0;>0W^rS_Qi3j9(pi}iFe>45v<QousKkAOPSpb
zjRn=oh#csD%^GOH(-!bkR9d9kh!!iGw0f+Fi;=OJA)7DPKQ%eBxPN7(r{80DiNzwp
z#K_#Eub+JX<oi3H+<)-!2M`4YYCC><`14<X`0MwN9)J1C2VZ=AvnLS{(Mds@DQq>{
z6w-vtyf~5>j9F*;{pVJ4m-bIxSe*dier0|7;?nqu$v&_RKR(g>TE6$dXcri^16KYN
z+5fgxe~Rq=Nib#yoc-6gp4!#_2JQgX!OndZ#LV`lR(n9$Y!bNP4g=xbSoiUK@0r5T
z#f7o63!^|1|N0sr?D=y`V`mpf{|4^h(<e`i4c)nX_Wdg-&lJY4<@4{Z90J8CBov+0
z%po8JXp{iiDg<6b3|WS!h+!}^sSRfa)lEvVj@|B3;u0<#FuU1QpjEKcBr6X&8@gky
zonC@a(99Fz<zkdq(;Ni8LM?{kw6^!JO5XZT`1a528{adoK4x8c#J~Kl?DhNlOZQC|
z?n<uS6J2{Cz4lOe`2pwRUD;dTNx`c9@>h;G9<~g<@v>lT6LxwlZtxGZ5#^hoso(of
zbn`Cj+5_(O@1(aLv)}pwdF09J)sK5TQ7VRlM6|JKT$$LSRlEGAP65+d-6YsmMk(5b
z-SbNQj*aDXiE3b=V0QVJUpw^GgKvKM;V*BUx}hYB`D7lELM4&pSey_?WOF2Pjn%EO
z25lhlIyW;hJ3CRBn=Y)(%<RwS7bhnc$HxluGmBIC{N>lrUp{!!FSOx^EEz#SL=d4(
zh^lS-_CE7!$)=sKItZk$YTMS0G%AU~q;1-?@n8StU!VE?Gn-%BShRWffBj$o_VVwZ
zf8pPs+w_N5%XSo16c_E-y;ZDL77iQ$VYU;6`TVa3i1#KZf$w}Q-<O~28z0Z)L2}1L
zDAS{jbP5J196h7{!Eu1>z_dQvHPD^zON`_}SNp=i$kbqNu(QYSkDEJEj!Z%lh_pKb
zB1h2ei2(&cx_3Cgu)2Ql!R^m;1rrIw=E5a<tkQrIDeIZaN?VKw*5w*C)ZxTSRP`kG
zE~%lx>c>Qq3_h<^r)=c0A?>(wBB6-EDAK4QJ`cgHhnw_GAOqHFZBl9*R3K;A4$|P8
z-0r4i0viqCLHxUr4w8q7JW>@Bx{XS$#}lfW;k%H?-K6$%Jf;YP-)6Go1kyS@c^8qk
zN35)K1#!U+Vk|@Hj&VU1yVpy#ItU7ovrVg^pi2d8Bv*u0sR$|=ipi+LllJ0iMgK7P
z{yQJ^PmApD-F!3GKV(*$6atk-ZZR1`E@!vfJES*d%=)C+oOFcxT!~?GsMir0v<C)3
zEt)w#X^hR9A`8~YoFxQeR|_itoHj6L^-p^I!|p)d6kbt>mK337nRmeuShIx>8vJWY
z|B^DeEVWOXg7e0}l*%=vat~<yqngl!Dm1MM&#B$x=4j5|Ic`rD?6DPlaLMNFiD&G|
zURt=58H_7DeuK?vboiWsSa(OyL3i??trL{L^n<0jHxl#t!>&N5BROkJ%y$k<^kv=A
zh|Lzsd3qMyUG8v{lIdy<chOD3u*oqM3iPBql$i{xtBcjs&rkQz3^pi@Rl{JmVcVPB
zPDd<Z2zBxkJ!W6ntI^2gVMbpD)g2_L7|kktjRDu9CzBN{5)0idh3zq6%1mU0{3%bb
zQ!=1RdbM6zuToX21QjY~qfXEwCPOflrP#V6myTpqwWy@^d=^+zlpyN%HrEzI5ycI#
zP0cO470O1Zv&C&kShX!Ob|nK{kE*LAVX-w;4K?L;?JeLkP%q&?5p8X9$Fw$65GN<N
zk%BP1qzo@<d{b)Igxb9-bDywBPN~yt?a3*+e_j(>Vfa?U-TfDj8qb|p3{Qx>?slW9
z$!~7&jF6=KI;Vw_2;owG$Z(o5w%p-~9CCGzq;j1~tr7*JG}n`1FdDp#3&(0}Ti8Ml
zkJwmWv29mf4XmlL4cWwV1~dDQymsgIJCE;t^ucSV7JbPHPv^<P%F@{Afu+f8df0C1
z3|a$&CQ!X2a<sQ3C4y0h-z?DiOy-OGbHEpNa3XympFBL3UKx&nz_jzL183JqW($3(
z;j~SwweXpCZF|U%8|~&S4r=65NXQ8t$}$phyxWh^+8V_A3WEn~4<J;gDy;^lkX6cL
zbxIXPZ78-mAbKS+73Z6jZF)sZEW`@?#dJDUB!lZLfMp=OZrb8h|0lQKd;5)dL4$Bt
zciiZp@MLfnm)w;Zdgs=kKKb;sLnkl4{lUlIK6?1YXP-TK@DNz^zWU^&lLzN694|yY
ze61K8ai|<Bk%~>r1ngH&EENX5NgwafWEX(-^ULFB7sr6X97MQ-RX8Ya0~_{3W8Hw8
z|0<9Jv>jkN!1v|;r{o<F`Cnlj%;5oH2M0*zz$5swr?dLL^lI<lIQtMF?A=Fm*<T6!
zrN!LYg%QBnf!Pf_0%QjV%;W*A1FXM3Iq~tSV{e~7d~9yyU~lKqj?P7Yyw4iyw8Z)p
z&T)xlQX3f328~3yo~dQxc+_@|NT8JR#XMrWoJrRS7#=;-W5R|UtsP!WDnLv}Sb-Q%
z@7IYe7J*b~kdyU_HmZgW2`8&2FS6hHo_h0p%JuKbSH7cO`Hp?#C*iF>v#&hiTz$+t
zcVBYxk^Jfp!Ykjgt~?gL`xE2JecAPgvNK;-_|LpZTH4aK@Cs)5Io_!5oli~geXYLr
zx#;G7{;eMcH-DrayH^x@M;~9Mw$baWV9<IvvaY4Es+mY^Wn%I0hL&B$RU3Ei+rDYn
z&KF<Zwe3}glG)QcZFYs0jvW3HOyeJa|L&>FK9SBYQ>hdpK7&WWQ%M9GSD?@seOgP@
z82|>MS<p5yRhXNZUMozkjt$R_3{LiC2SKviP+#w9P<38dQc`5CG&blkXM=&HRA$%N
zyi&6i%f?nU*X=7U+p%ZgmK`m%O+{OFzxbceZhhv}imk;pJIbH?&40c8yBA;lkC(Rm
zadY|3ebuEUd-v_cQ3*>&Ut8RN_~~?gsxUEEm<BfpV6Dif$0n0NhS@)4&-AF$J&H`P
zBHgPR7<cxL_{Iu7xdJfw4fKwtvLm6f!eF+)5KD{zppR#5uBbegGWT_>JYKxX#xOc{
zdbh>ob7V&bZoPN?r|;jtGdA4sko&{JKvL9^5_$t9hNLXk%MV4V;9r&)%*L5TRBn;h
z0T=43GJ^t*u|62a14CS6?M5Pgm)Q(cD$Al#g3F0A8X7%rl+T0Gt83Nr8kZAecOuP}
z#$XVgj8VfbqD$Wf#O)?EvK_mNFKS}(APDp>G-i)l(Wa4OnCxPU4I>m+)0ssaeyLj9
z7>bhZE@UX$-VvlZOc)SRYcvD7K9WwZ5_92t9YZ81FzCR4R7$0kl4&Ib#{VMw-`lhQ
z^!SHI-#k2f;(R*MXEFp$=9Jknq_K{ey)z!~l+!nE4^KFgfK$&J1LGR!h&EV|2Brj_
zS&4U9>0g$6=LC)!wquU(n$`MeyzyCQctYwN6nRG2?qQ~VP~;p}xF=<<agl3G>;)#W
zMXi5H<(^QuM|HuxDGog2v&v9G9-K9XR&;?mt#?{!2kG(S-td?=5DY~{Zf~>2gVbB_
zIxR>WZ?#$B@q|1W>o)slK_iSV(yMk#trlF|!_FpBpvYSRx*#(4-UK)7RG8co!Jeam
zu5dg?>Fa@oyCFIs)nIpq{2sfBWHG{HF+!?~n(U^kP0g703Np3bWU|D4=4_9^6Gz)a
z0<+60mJ0=<(#|;4Ca-o&nKm}eLPr^RBAHAf<d_)HdOf++C2zEuQ6kAc0`^%Jez!>h
zm9d~w3f3TlYE>m-dNH-32wC}p6>NKb%{EUXM^FT9dZnghLvsxXPOaR&@fA9yE)>N1
zeXTlmoq)3whkOB9w-4U1lZMCEl|lDx+E=-II})<94P6auWmsaT^w|}0=QO`#PMla#
zf)gyrd{fHEnmlpB7CNEy=gEmdLGL+%>w?12wKi#b`vm*ULDqpox+BM&{aKcnUS`!-
z37EAWlW={;ac<Qx)S=NwlMcgtuGc(2qg7kvwK(CvX4>u|c*&-^7hc%?FaPoz6toco
zt%KB5k|<OHm042*#S=(}F1+^fH+SxQ@YeCAB_QMd<@>+<^5c(vQO~V&2l8WcVu@EH
zHjW0u@2}6F9!lECm@bo1&lYOgjP>EjwF9{uM<xzWB#%ya9-mDg%tzP80*5B!tGPrt
zV9k2{7v?7CMqB|OI_PNbbd$6?Y+;Pw-$m@nkU&<3&Rj22mg}u8LRpp0gy7LJav{Q~
zgDd0^l?sv{*ZO_Pjwp&xD^`nJT^6=NhNd$rffiS9g}VKibedO~a9%vKaP9JiWHK&M
z(0B@{NP}YXanVHh<e5XqPA!9J=fNZUuUtQS_3HVL?|ks^{@wTAxv?}iv^3wH3X9E3
zjLSd`*#&krO~uF9H8j1XP04SWAB<kyKLu#}sreBQ^a`}`;2fI-xpV!8b6Ei5zw+^4
zY5T9p{(mxKe;vX<RmFp#crcC6guyFIy@|EH6cF0&?@xhXI<Q^`698~qI8_(`Hn*q9
zzMQ)VkbN24BAzbUpFUjyPsiUqcl3kTPhLB>e)`<fnKMfl7pLwXIDYTStxvxA;_mH>
z-(On&@$CA?)A<aA<wjF9Xu62RVbS>vs(^_Xw!^tCRd^PjDWu?J3?#oDf`^nhR@RiX
z^0q;wm2Ey)yB~owHIsBGeHS_R24dlU+l4QYr|#g-e@Qs^75?;>#0z&RS0A9yeT~2N
zfO73y)*Fu)*B(%>JYc=~Sa|!P{H-U>TTiHCS9i)5Hj(G|QkGw6>-#OMLw@rE<6Cze
zx4*Hx{~fp$)D=G6>bUUl_yx9M5&<P{+g7$`YcaH_7FG^#sI7<WtuEbKx_L{<hFAA)
zePQR$XTg+wCsQNt8(6ToWBX5>xclJl4|l)0wtB?L76mnGze5+Y>0COsS!1wSgKlq^
z1vJ}-L9Xk}_zZB0O@Zc=nc4N(xdYSF%kg;HZgT_!zSF0V9$(roY~xn7pxH!r189En
zd#>Di>$@)>zkB-4`Aps?H;UTm=u!xxs7{EcGokIxJ8EdPZTK?8tABjumEUjJ^xs?d
zZP-__qj=BOExUGYMibC;2iC@?7JCQtLqIdPI=^seCN~SJ-GjM8WM-+OZ$#}0;~YLr
zqKn@*YU~?zq<d|H<ME+<s(-AbZ#0tX@dsi-h1$&(7|jl+KVb`XnbQ5%u9VnnMyu3#
zokhY`2-r&Dz-0fQ|N7;RPp;n_j7M|?Z<rBCveI3=u5O-KTP3$ZK!l@Fj}nU-l-g#q
ztIg`iI-}U`QGQ1^c{ne&1IHN$W-*{bL9|L$<n^`4<z=9^+Tm^u`r7<fm{DCF3}Av`
zoXOG%(q<xlY%)mnS&%$d5uaPa;g*{1IER-C7JnR0UDz)OxH)<dSsbBgfr?&H3t%0@
z%R3xsqXFvk;-VoUh?G~#8#Ev`!AW(y*`1v_qlHdp)Dzn)Sd>};uL)S}xnjuQq0;}b
zxBh84`zIgY`S_zhef8y6@4Wr~)YOXJ6qD(a_VB#cH|z2hJfRs^bjF>W^CahWjuDl8
zNFOQ)U3uVv;yVj6@2uQ6BMmHwLo0mXEc1+cJ0|_{oZj1Kh>y!7IZ<Fl?$2p_;EbyL
zBkJI|DY9k?FPlO$_E^D}Uht+DEU{^|Kd%lJ-01_(&cm*bgVqoTdFxCM`m%$HfdSz_
zuh8g*7;H$73oJ|<1<aQmz=9pL2Rp`Xv1v!z8|jktcgp7alq)kp-z*7rr-w!pg<(!A
zN>G|3dgoD#H<66D^>$SnoqNcFDp2VHR<Sx&vqW6u^dPjRYLf#cQ)AI>(8i`#3|j2e
z^GC<n&QP7j&#?I%3Z1}YM`Y9Oxo$z+&Ed6G&`{e1JdWCUBsFkMBge%&pq-Es4loS{
zm{POPtZRvwsV)h{sbB^@c%!jS$|_faa$($dt*SDb!rMbAyPqhQps~mXOk*9Sbo16{
zHn~l-L<Fx>REt=9RFb_KNx4Bx@!A@NjLO!AedvZFYTG`r%E#iXadffLJ*x~J;<#6-
z_63G}K@^;mhjNP0fF#z(jb}NbVX1Fg8=8~Gr-_=8?v9b;>yCv9!l6;(>3PNQs6Z|(
zacQxBM+=YEU{wibhs_5j6d?l<L8_23nSCL6UtB7Zq+7WoSXCU&P?0f8QX6~wE4!;J
zS|LbIC6ZI!CT^x^s+;k}yQ{c#jME@W_#A_o^pW*-&>;59FHejTTAy2=3PfdMlS-tX
z&5eI{`;8CJzZTI7(suQL*OIlV$75DdcDB?L0M(_Z7XbYA9-HYpGMzd+)^TPyePMn6
z?L!C7j`w9l!f=QfaATOnJ!&&?ID?NkYx`5}Jt>Oa1d|D?6+i}3^J0DF%auhh8<ga1
zmn0UWnhkidu)3!g=P)(-Y;7So&uVP9+8g>t+v6FO!wu*_o6Su1d5GiV#-k@kq6woy
zM;2+}WPTM_hD!HY77qjm#>B~p-fm(>BdY#^z`$VVz;Mq<erRB<D;Trd4PcUE^t)(a
z2&0nKSq*5bo=C&jQ!vn6+JEU_;hnSV@0?k`eq{c_O8&Kpp0%Omp<LI2(Z9{xvoV0z
z0NDW_|CPA|WCvUxfIa|v@cPs9x1c$I?0~t0;rvn-2<ZX7cm5w_Kbr3WSA{b(gXfoW
zfUtveerfFV{4g-igL4Ad-=;t@&D8b7tM46Me{X&9R&MmFH+Iz+{{GgT&+dQy;P&Z1
zpUnS!Aon#8G*D=!YN(_hr63EWd^L-vCAMnXTe*lv1RYCzx@&6Y5h2vZ-Br7v-%z@t
zyyThPHP7yB+^`2#T#bbygd8DIU!OXDaS3qU-tPUwgZl>t7qh){*}j?n;r>+jNdK@u
zGjC6?*?SL}hhG!*ucPA=;>i=z;S)8&_(p_jC&F2b^gh>Q_zlfq`RuXn^S@|r{iSW~
z>y3dkzu_1DC^+y8;}}an-B^z;E`~H!!_gJ6nq5uhMey=h8uq=^uzL$^$0q2W7wh-E
zP+h*aSzz>bXXi8)|B-X&9s$?>z57>|4;lzGw?ynVOM^zCM<ceW^)_SBY)dNiL8CL$
zGdwmlK9&c2_WAw8pv@el!_BP@jOL@Ao!tXHmv6j&dhIn8UV>_)l3@7Vr4{<Fj+-BS
z`16mTtM;#d1qYPSKK|>i^Eci;fAhg7_imoOzBD*{e)aTVq%R##8Kst{lIF^7Rpr}@
zw{Li*y0XOSbIh%;W&6iFGayB_Ft>jNXy`&+4xNMH3bT`0X)MifhtRG7Ceq1FW+lDA
z)00vLV}R5s197Q0BsN*JY_^of6q2YskyLMWd!rdoYS0i4QFSVmRERK{1!OK*rU@1f
z<bV0ghkt%}>5Y8UtwY*E?fy=3S2rU!Chq8=TEocReonSqs?{R&CRC_{Y4_tm+#Cp{
z>Bv$#x=FDZ$7v;NRrNYux!zC`iK6xTda0~R1sZ}J$S6?UY0G_{rf{Uy>xBpW=!hTV
zx5G4&eeHyo#o|)Xz@F;j#}izI911$%L|h1mR&8@)dIltbr(0|Yv!%skgz3}`UKh^i
z#(O*nw;OIT!3^4Fhm8=5@RMC?r5>#{VYRAu5gSP*){sb59AWc648H%)2mR9``|aB|
zKl$YS&p*9$_sh?}{_^hC8}DZZ7KOTm#xrKLkC>ffX8*V)l(+as)rKyerQhh!i|hkp
z_qZZZkb81s$B@{Qmj!3Iwn2e0ZS(cI+<h8d*6g2F24<wb8PKt=bQH9%X{~ok;mYy#
z15)##+Bswij5#BDb6`|q>yw!Kl&(>_HYjxt*y9CPqT7>H`_pZ%NSV`9p6DPZ2Qg-E
zgGSwCQX$+%WM5hs3W=?5ts~-gL=@f-HXd$Bhaf!(j$Tg*#3dddHWR^QI#~w4Rc!3l
zxwON5tdT51p(;ZXc5{T#XoO_3B2_AQBu>#7Kw1J)C?>bJ;}LLj8&c)6$WmSH@otRT
zjA98eEPgYteT!0BlMGQq0aiztkc@Jz)-I;_jMOsKGsevH)Jat^v5;iY0Y$$^p+czH
z^=1xemD;IL;q*p@!zc;q$!<Nt<Di%=1RSxf8Ce8_l_Q`KJQ7A|*;Bo(*l#8K>~IOE
zgiqh8mG84?nrtef!vv8qYH7%7A`IlxR10`mEP;upx=7M~j%A!-9i!XxeBXjBxF&b6
zNS#Y!--;l-%1h12VoNgTVUl~16CPR0+Yiktd-_bd0r}!Mqqm0;4>ix{C7EOk*o#HN
zxS0aywf*d&BwEI(47sS|)68&6iY2IuD#S(gyy8ZC6LNpQ*4ZPF`I$yOURha$fL4>1
zCQroduIm4MdC6qTG8ls5Ds?Mirf=ZEH=jOw^f`}=(KD$%k&d2t_snqq;lqbdK#|uc
zA6!1ZKOHbE^@Oi3jUOECIy{~QOW`B=>{5U1(0JzXc-Mik)Uk=|iJ{K9;qa-s%)wz#
zI>xnwuu4OVR8;3lawq$#!<}uzo$U!PLMJJcbIbh}l0!#g;Hr$;D!m$JGq(b#09X;S
z=tUsGroE-Yrfv-dLGo2aINlUZwnh^ex4&7XfzZhfAjI^;w?BRFoxA&&Z}nsk_w_IL
z^)JSwd8;X+RPZ$_l-<y(mNh68jTSpiV`TGXOqpKd2wSxdnbE*?+BsGWUaxP`XzD=H
zrq{vZ(J)*JX=S|U;AD2B!`UA)&-cZ^Wd8E{^s%Wv0PZUTPxW%Zq7D}5{~xl0CHqrh
z{QnQxe<klg7!SN}Ag^X70|a$X$va510adNwhxXcJ?{Q#YpBn<m4hZ|NoE`i;L9{Gj
z@lR9fW(Lk5TsU}WcJ0W_sl)RZCUXV5Gh;Bme&OslkM3VRwZ7aNTpQ_J&G(y?GH5kO
zPlGXWVgXS@Y31QtDGV};PNXo}DXk4iVhe$XV`FMtwm!dk$L@ybe*Z%8rVUla+iIH1
z$s$V6Sm(#@pZWgo)yLm{{^*-ep4|TwoX7XT{^HAT!7s$uAT}NZnSXKji;uqf;?s}b
zfB*3Ol3A|xshm;-m$n<-xVO1vch#N^MX&5=c!?vmfAxrb`RDT7{TD5-|DM12-`tts
zvzLF*Ix4g*pc_b~dmuo@R=Krw+w;3OZ`{27nGHLheRccB?b|nP-~Gy#qL(+9mzIiL
z#?DM$s<R(CcjobrPky@h;M&R&Gl}Dp%54UjOT}==xpuA5X#>B)8I3jU3Mcb(i}TBC
z<1_OkGxHORYg5Yyrk4(6N5-S6uF=BOt@qzOxq3{77LzDK8D7waBl5g<ZP4cqM0>Mi
z2UkyAyZzyXH{SaE-lGRke*EhG<4?bQ@Z~oT?>+kdv%BBkzx&|RcRv%7#GC(n%Z?Ye
z?%lF&`<9Jt9tZeBctSOsr;=;!j$lVPllCQjuBf^rs~jBH`J!a28xu~@eNl?Z(b_Yt
zN@PS9XS>x+^oFQ*7fCMVkco6TP(R6~0+CjxFxxz)M2{wu<r!2sn-;__kf|JsM6Vjj
zCvRTN-M_gwW)o<n&E_yUkYPsSq>fm7qL-G*@%&LVXm1GwX<B`YRMDU}A*>+XF+`xV
zwpkoa*{moMrfGH6R(q}60}Y1SJWec~x(9>Wz+)F%%`m$S5)L&7{Y_yXG94p#M#z2#
z(x9mkNuI{qfaCY$O@?MZyOd2Uk#ZZ9Akj!!?~hVKacUq;2uDC9U7Ji&?sc`foo#_I
z%IR$KSmAzqyH4GTCl&LhFohQB@zUf%B%!q&*II(dmr|K^e+O{?VQ>A@B0CWK-oO9F
zxA#B4_vI&dKmYvBpFTZ&{Pl2ZQtRn6x^gDZge5d(2~QY3Lnb>ANe$b=<0|iv)H5pe
z=ETk+o~egt8<GYJ0_T|A(H}}o_&mc>egf>WRla%9zAAMu$n3Kk_nZM_y1FMgx;~kG
zSnthQL*vfaq%Az5_vSV3Nn>b1=_%;^%hvF+J2o0h1!Gy6JB$LhN~yHg5pGghDrAZ}
z6JVM)T2Cjxzn=#ZNK{6m(@P8lP##xf*xwilwV3n`9TARMi}F}o6G@39?h{#q<_L3Q
zR508rR4N)l#*0*ij7FG7TZ>2ncln7@buF1zgF-<dkXlH66B5SLYNT2)R`Npump7O(
zN_7*ubu$4|+7V{=4NKEqG?!VeR`$v)!yIq{$%=h`nBC9RJng%U={!SXokYf|vWQFB
z%qp?g>WK8mfe*kz<uhtqTXw^tdz+!fu;zVeY-KyC28-WEY};N_w3|WRt&~=&WDQzX
zwbfkfFk`d|BoSA}Y)3IMt>}gdK=AoO6<gLVG_S}5`_<6{%ILZ}dDz%}%A7u}@*fh~
zmiX=kUT97bn*|Z~y6BQ1wrC&hKDkUkGQr4pTe}C;6H~<L3FPD$?ASr(Krbqt#l<sV
zAHfE7iZb>-5w3|&sp4zM?ObtXt!V2O^5z|gO=WGHD)duE?P0xm#o(OrL|t^I4%PnA
zscSP`5nT=Ht<{zHmKI|a4!f)&ZL%F(nMp;RL<Ee7CK_eNh%<U<X6?_v{N?dqAOHN_
zgIkx+&drRhPv_1r70xW@&#!`ztj+`DAa=F)aK3y0P!dF`pPnB&ePCp6Ju+QT_ogWh
zKU!sPb@?fMy^=r=c>u8W7^XYYnu(y}K6u297|3v@hP7I0eSa@@u$L9`lfZu?CL=uL
zqc_*TynDlMMfBoy7bM-^V6;?;L{*UpIS_$$_fVx`bSgaX?#=smzj<=y+K1O~-kx8b
zj3(_)m)d3#xEy$|4+hdNgJFW%iM0C2CKp?xq48y8t(m6-vwa;1LTQ&OQEYxKhgYLk
zVYDhDv~~{yQe_ZP>@vDX#qRMN_XBVH^7!e6(IXQ*>!ToF?y0HmSApEGg#9UJ|63U=
zkk0`@9e4`ZIskou>`(pd|AXvvUBJ)&G_nQ=?EvvVl<NlH@OWY13<#ZD8Uq{lr{KN<
zgz@9x5s2i$({qbs@2;<2T3b4@T39QLjfMhR3dJIq`c1Y$cf6mY>&Eg2c)D)6jfWuZ
zdTCejj#^5)m`&B-Q4|yuih*IVFlrkV53j9dx3}695+RAP`<0?SyBo{))I&-ds`i$W
ziNL}fI)7^U-utKj`uWB0K7aekm+w6K>el1CZ-4jg`#(Io^Zmn5zJK)jqkEtI`R9*+
zdi2)M_uhQ;$<?bT7JHIjy;9s<Ti;v`sVjk0ZrV}xhi8jl-Lru}K`wr}F>>V@)tSw*
zLwhCjud)mO$(jAF=!n2nK<<TaeQwX@4SV-)D&F}@+2&2V_Pn@j&kNgkyt;GytJ`<J
zuw}=y8~5xj;o8le=~0!*@!Ey6-+uS)*LOZXI9!mUX=(;fCgPdIRI8L{)mZGdn8}fl
z8k{DNzi%WzGB%q7wQlnZ`I&`LP}edwKa`v9862HoUVZDG+xuq@&=7nSj-w_>@Mr?n
zpajclu&0lQGl@u+Dv`m7WVO{H*BSW|g<NBZbY`Yk)`liQ^vu-B^%FvpsAOYFb9o~b
zgNHRV&}dAnGawRcnQR4<uNSI3dRK?LBN0rwlRdirF_qIt(wW-4A%-_h(ORI1ZdSCD
zX7#kX0=Ui$JC)*@^kg0rtB|qzJSKy|WU<*QtvHg@Wcqj@lhZ86vuI5?B96}I+3n&&
zm*QmBs&9wm+A0-pAU9&@jYzu<>5CKfevmH&cl&X2RXv@#mqOjm<Ca^@Xr;WKfZxdD
z>@{0p-XPlPftqc#;V{;yYX;hQof4rGH*mSt0y)eRz;&ew9f6jF2OV<~>^ihs4%O@7
zZf_fKqnM0MUMJdaY*veF6x=E$r%p_-A~E-<jLqQo5=l}!()4%-*=U6LKxwtRE!)cq
z`q2RkCSs*&C1?a{4~+{#ZXtA12@O}mq0~qOFogmkR{Sq#|9gA(8*f~_dga1}Ge=+B
zzqkN=79ikYav{?{tG0J)-Q!>(uJKRk0%K}Nuhl*1_K#YFqiX-4&^07-=Vab-kz+*Q
z03B*`T>H4xJ`_yMcwIvhPSEDg>q2uNo?Ysn6FVoB-YI<;2<`G>$G9dqtq)BagL!LY
z%F!`zjV|c}OWMG)J$b+yTQLUmwqQ>%8Bb&#;RKf_DN^c6Ri-Afx<;vMbi2vX5Hl1&
z431#jz6Ohh9B`3cR;bz15KrL)p%#asc4k=Hn~=wXl2F`i3B`owj3vq*?8hX1ZAw`)
zTMSp5&~7hWqNyd2YlU(MQ&5b?mZ4CMZEa2PmTG8yo5^Oe_=vt3&gn+ETyVFmg-xs0
z$~egmu`foIN}zNcf=QQ14L*a{9gnCSW`fZ{<A``HX;SV#tn&654KSCsSuA#IJoCDE
zpCKr+*%3;46A4$!XTmA%byOPI_SPFc5S_DHuBzj(&?M?Mjjq|@0(TXp%hzIeka&X1
zMsNqHuW4-phV&ivkbNjJkE|F_#g5543(AfqQFu-enUN)yw8?c<XjS5#<9hRS-vHac
ztP0G8)9K0C?*03%>v_UjUNAE)9v!A-JK8#ZZCxQ$zL#i_!>zV<nHEK3;OHchfQ4qX
zld9@BG-E-#8n>dJziAt5<5tSP8bVPmGiK6E>IFHS@myiz{M^u5Dt`C9k3l^Jt&wr@
z(wW=uT(QZdl`n5%G(nYAyo7?q)-}TRK*(5;TI@`FQm<dS@cp0f-+TYo+~{DYH`|r&
zo9yjh810PN6&f~nqRW4HGJ9mA`|x<?Xuj*fRM+TIJa@rAeoU0kVH|0+Hq`D3)BF2)
z-b`~k*6uXcIt*2*C~`2{-koaAq*@31Npjf^v%Y$uml=;xWFn|e)f#ZKS{h%F3wLz{
zkfA{9|HIsS21kBgXTG2Bty`Pyl`T<$q{JCc4!|I%&N=6tbIv*E9D#0xM$S1-z~sak
zPGA&=B1KZBCDE2`t*^b7cdb<WV(4<!e$hvjrv8OO%^yHxrh$ImbIx;qkK2o|IfnrK
z68L<K#$I5blS>HTNgExRJh<|pHZljm9=W>74|W^FFB4!hV1W*1a>FA9rU!tslMH)^
zqczhMO1w@(P|Bbp9fGTX@)an)1T7Tf)heb|$;2VsVSOh9CQ;g@0@p~~zC4`VpRU|k
z9KEqLdN5T1H9L@R;GhE<{q@^_SN5qoSa}0I`6Ex=*Uq}HF?7I0cZ8M&D{>&;4ct2N
z+FhQif<waf`H?%T<DfhT;V=JQv;T*(znr;)ZMgRyTz`J^>a+db_pV%dcJ12k(!xZk
zR!<c2zEsK_DB40}!Q5CNm(aKbaH<f`wribcy-UnhGqD169~s?8#0?P8eMk|F6S6w>
zLdnH9jtzBm!Mb6{9xS4LD4<o{-<bH>^PMlBt^e(dt3P{o{TCnI{rQVqKmYXhS6|%!
z>1X%8d~x@epFjWmA3giYCwIR3@!h}s=*~a9bLSV&?myn%)UpMLb{K7t(ci;qKQRRV
z&dL5)FMfLveKPX&JGL9gq?;(&C`~!qAzS}*<?5g5uSl)4_%~rEzj^kJH!hwz-u~wI
zI$nGA-1+ado%{B=6R(~*@!FZw-#K;ql@sSL_Q@mBbfy80)pwsi{-6K*fBy8-&zCDL
zEm5TBD|H&JMb5P=q)w9?#In1?1wha6C6g1g%hNO4i_2SU8^9h9=xyt(t2+w|8{?xh
zd)rq&`}8OKn>QI`Es3Xf@vZ0ql)qY7yL#~8{^NHZzW3<xF~~j7W=c(fYEKkno(Q;d
zv1|b_0|0wKgujgTkjoQwg%vC%15OtbxjK<t!WFPt0-H0eRGFo6t61R^Dx*?EQtwV!
z{5F4FRvebaGct#p?+I`+B}p_xjb@3V1SXWg#&eW<1H7QAGbu(i#0hx7&XPh0zNnI+
zP;-4jZMMd->FEmApnx$*AmT|>rbW-4j*F&sOeqXWBq51XJVguxp{T(CQ)@@?4V~T?
zDV}9moiK%}OD649%KAK3f>no9i$Oj`msZ!|@b||um~??$Ebt_PE-tNIBZ2DWLp1s&
z7`4mdA(aY@dXhAn<R%>q1$PMS^s6;!uLtMz;I!(_fD2VjuyP@K)J}+4Nm_m%nRCYM
z!4^j3sS+oYAZ7~8QiV4>EXihA)w-x&64zpqh=C=dLdc{6zMQ~d^aD*d$`PRF00N$D
z4q$>M{Lu>YKkz_*vNikS>}+$aIX2wL=W>33(&qt-Yh$U@rqy4!_+~7DIeTp08kse^
zC%oaQKy<_#s>d=*n%IoeH){>8N|T^+->`*t<gppGw-w2+L=qDwbt)WQHKw+WsdZxt
z1gkBZ5-X0(vN<=ePb@lfo1V;uBQ_7>P~)|wNNLs^ZHALmsnSNIP<AIBp141rt)=rt
zUz}_7UGT*aE<efQf?J&kkB0%wa%Ri<#uz@CMCY?dA%Jct6xc9wB~dy@b6WaGii%oZ
zlZc6faY-QU@FudZm@rd>CzD9K3#T!YR0f1hd6CcV<gf=NsxBh^929<ni0|VuNdzPs
z*{@8N8i|_56(q}~Fr{SB=Yd5d#9RhAPL&!BjzjOG6Z=?fnnLde%UcHEQc(*{My6OP
z6>9w^kSU$1CX?n!IArpznbP~3^q4Z}Hu|(KuU0Q3=lpVq8fn$_2LkX!77Kn=ZAN<B
zrZ!mG?S5J!!Ad6~E?=ia3FWfRLLkTCogD+cmj(vkK*G-x83wj{M_bxg#hb>$sx&ss
z3r<L5z|XJ-((8<=9YE{>e<@8}cGk9MmMc&0_-<@cR;Orl(~9{SF_=&ngH*qX0s>yk
zF>KV$vY2R8Mt^^QCk_QyNk|M5Y5@Kwi-(YCxlpR`)J56(H|5=zL=c+S;c(R5o)u5*
zM|W=j?Bj<YURnIdpZ(3^_2sUMn9GMZpS}N%!(zSogE!F~ol+7msMo|yHVaQ}Q`!w;
zlb)xl7b|z}+}vMWw(Cr8U)W~#ThvC6L8WGqtU}6aJqCbjcb125uQskO)aIJW1PD+a
zkyq!1`6ellC-_qIWQJEMGgD=d^GLATx?>6C=s2S>N=;@knLIsLpsIAoEXI=)O>!|q
zFl&aQURo~B)+^36s;H?Z6JTmIngN#!QY=v14hRnZeLU<U8q&@rLyQ`&(^^u=B9Txg
z6jcYK>_~){jEYlHR=|(cJK%aJ-0H(xyhN=Ptlpqy3Y1)iq*5-jq)?6&$rhoRY&4sJ
zmGfy1okTC9skwNN7BpQ>jORj)q_>p|t~ImQ7n>ki_38{5rdL4O4hXUTK1@HFr-Nxb
z(Cg|IklFgRxF4;;9T9Af>i3reccAPC6E#4#**y|{kmXtehlFc$!?#z)?r%;3W&e7O
z{pCAzpniY6JNs~J>h9|J<=xrCt@*pF3-4dM@(*8p`j5Z(`Q7cE)zPup;o+&)*zUpZ
z)3=}8KfGNH=R8WQPY)J6)3H$8=Zbo*X_d$f??F+KG|~`BN)^Q{Zl_$1Xg|vUMoJil
z43LeTeSVeb(bni!&vxFqGWq%A%U|BR`nT`i{MiRrKYwrUvv>D@^!EO<!=*2tUH!>B
zmp^>6_2S9)rw_KjdV2eRefp!1cMm0lBwjZ`JV3?t5_``MBEH{&I}K?=alY^R;1&Dj
z<BEM2FRS6Z1|{QvF5mq#{WYecPCg6o{O<Wv$J>q{YkTdL^RIsE<mvC7Kk@A|$G>yt
z&2OJN^W8INUORKHty>?B#u9b2EAZC4&;RY$|Ldne`h1}{t|SN?3Zunfut+#&naFN-
zc!FtHByaLXqq)-50-(NZ0yg{7+WN}+&dTP&+S=aQ+*)IFeDCo3Uw{77{e{Z}1fNU=
z*h3SQ$cR?Tx8HvI{SRKe^W?)XUVQlvfBVZ9?|=MPAOGYhAAR=X*@w^XKYe`rtvgq5
zEzK<Nfe5*UwSYOM7dXrkyIBrk&K9vy!{zF^e33$9QfLA^ahM~D3S@r1Okwkjvvqm7
zZV!ib78}hMrR9gYxnWwSN>1iUi7cg5;Wr!7Vv$}h@hU}q$S?7@xh6ANr={5JJevn+
z(9n1cP;o=Z6bxU$@;jt8pD4=3@!@DZ64pI<aS(A%qs1lDVhLbh82g=3h9^p~xlu+F
zRHqrzsD{i&wAW2BYM>_7pkCi?w0HX=uw0Rr&vL}P4kF?d4RwJ>?4(mW>EeEWlwK|}
zn*~OzC`!3$3eEtX&>`YOY<9TAg^<WEI9%{@MOe&pV<AE*!w$L7HY+@l;1o)7Uyx#V
zAyQe|a8oims>)>qxjeg^7Zjo*x0WJdz|?YzSc0Kb+bw!bz(IEy@LB~_qlTHR*gqh+
zf3#bFvdSLyMeKnH*cFe4Gd6eC<eqk<$9=Yadw9~~opl6e+_5=FXu;xH@JHrD;iAiu
zSZdyJ7uF=UakF!onVM93w!E$#U18Q3oD1hygV|A=DH99sXwp|r$#q+5Nta$V#n&CF
z6;o+W7oRf6TAt*RH@+FpZvie!BpZ&#^b^D3LbgzCxMM}GC#ngAYoSQP;-@;2XTup1
zIMD@TP?@S-z=xQOB!lT<bCjRYu#*W`p^R~Pp;Ae2AOO4;6qW9xQaNNcVI5A0F9eB!
zmFJkqY$pbjxOfro44@R+A+E5K!8j`-UkZEKj=%tsb{2+s6^A-SMk6Q~s(=wrSI2x=
zkwDpxLG}`meFj}`Z4~bbp_N*yRz?62SA_!2=F<fVC0oLxGpSrA!)az)-CC>H9*dfa
zS#u$u31rsIxovS|LJr0j$z@e^#O#e4<m{rK7cvd`Y`uOj%;QB{z!IF80(hh#0a+ik
zg`%cRoMLf6sGNQQ1splv6kzFSJZ%Vdo`UL<3ew`lyW;eU)(e;!Ys$omBDMr%T@_zb
z$G|CKM;BdFhn9q)Nll_z8!cSlF|JG?mgkwk&I(2e(>2j(ffftklK%dQGI4#z9P+T}
z)JxF8V+44Ij82fVVPY9J;KOA~Lb+9e7!o61<6uunk*u7-3ixc<{b=zgkDh+@#d|NV
zOn&nC{^H))iSM5-M9TBcd5gk;=;|j93>o;miEQSb+qa(IytUVA#q>G}i3aXQgQ-}w
zV9?s#HZPaPf^_%ui1d`hvDGNvm@eO2tUTOk-rgA7UZ^$7ahpab<CB6Op3g%Fhln8R
zu~Oy~i{x?zAB-UU5oo1JEjP)*7{ca4`vM%FpDL1`$ff%>mj%r-IqHRsmf2GcZnI1s
z0WW|_YQTdq8athi-b#T{&GAXdH@eS$v#;%S9vx=UDNJgYSsh6R3%QIvnG^(q44;n~
z@Ke1$tldFStATfjWHb_F3M5|y6-tpJ85V=@ps>(vA&7p(5b%R|M6ZB~30t%wqdKHl
zhOPRMOl-209?wOmOY!y5{KK6&Faf{4)Bxbw%TqwvkDBc-FYpc!_oI^hU=sN2j&|Ze
za~_oKUsv=%*@1&@Yb1Ylq6RQEAU<Yyw6Hr~JW}@g;ajU?cQ#rt7wcw0?;SYkj@t4^
z$_`>^Kv4VmcB`;EQ`?<u9InlN`0&=3AHVkqWT7?6+l|ux{MbkDy!G4v{i~n<<fmb0
zSOdlj26sA^OUBaSU@V(16*D!|AeM%r;`<P61O^z(b2c-%r-KSXNyuy&okK-HYzp?l
zV)gx-tDE)o)v@N4X5$)Q<FAk1zcTm1y@MY;y!rg<&KK|9`{ez@7w_DD|It;j82IG}
zkAC&lPv2hKVRb<>I&;}>P3d)DrHO-}Nog#B*7K(KufAp8{;u)?nOo7Y6}`gje-qyP
zZ|a+9O_th?g}>3(cKqV8<87~f=j^d>9zXrsxnn@qzjOA)E2q!De*WT#i*21<u6QJ#
z9@Sg@Pv3q2cfbDiSD$>oSRR*Rm_eh>uGiWnT&rB@u-iP*lp~xoxs%aMZR}``e0F?s
zZfa?Desynt>nd0k-<Vmbwnlaz-TLygzq&Pdpk-(cB9qnNw%FV@x4+yNt2QRe)v>MZ
zD~}#O+1<PH`0eLUo<4u{_}TpjkDoq!@25Zgn@>LZtH1r5U;N!yzbwWl43dyT6S3<&
zPK#fwc41IrwveYb86*ljgJtLP{2=>?E0X%+y2^wpU$O*zU=^7HV5*@ksoD~Z%t-Pz
zb}UKFfIzgmAfIRC3(WCxWfo{<km_-f9ahjnCrBkIrIN<s5z+WTIt#qQ2qGT2OU*EH
zaa;_FIMfgAJc}4Qqt_Et1qDyhD>0z0A(763*ISS#BSNhN%fB6BWuFZ!`=|$O2AI_X
zwK@hperPO#$!6##HH1ZI$M&Db_MPK1d%QthbyzSm%xzX#qh)SBO81%ZItfxGhP%C3
zhZoHjpEG$-@e(hTp}2yGY=Kg(GR8`RMnRSe^Boot_lC>l82KWrR+Z&a(o~ujkCOo<
zKICEhtgN6@ppwA(oHnxw?l2Q|Qj~zv!=xOcz5ZzO{RbZCPgmJvRZE}{2_~DNawgnT
zMJ9~Cy5F^Hi!Yet%f|SOF*a!q&pW_;HL+UEj2nc`hifnDlQ%?;VVS+fjZTPdOM2&;
zxxC^@ZNy4j{?v%o7)yjVtd*ONJm8crs1pkyG|d{HHy5TX(P5=4;EWCj(ucnEJx3h$
z1T3*UZDvlC$cn~ig4vqE6_Qz<7H=SsDky{5?sNrNsFPz^7>)Hh3iYPn$Ij*`jfOaz
z7OIsOeEwdqZ%8I-Gn)ruNtnrgL8<OCTfhtcP#^+{L@`oHpHcydCy9XwOs>4h;ha|}
zdYv|i+uXeZ#sW1^k#(qzZ7jwG0;<bsA_U_ClSe1FK>6}E7PCjpLjd1qqBtN>y+LL7
zIj!VGlxDHx_!1nQPlOUK>P$R|kd#l$0||{c9;(%f^_n?dR(sN8=G-3FKPCuGtMjY6
zLemtBnQiibmt(fTEnc)WLeU55IycqlqT19PmEWOE?K;6^Jk_*?^LoDzSn{x9f!kKl
zI?{L+mWb+?i8I3J6LE6I5?_!-)>P?zbLG%dzN|~HX%q7j?=V>%W*K5cp#h2Hs2GBc
zy8il{VSB->*S6IP;_ExI-Bt2vg*sDZt<<zjRbR%(vm5%A{4Obx;TA@w8--lKG+LL;
zwlsB+%Rv_jUnANs=-Ch(z&FRd(eY^P(e=Z>|NO(x4(G>m5wBnU=J$?K;3UBFXQBxd
zC=B1%!+;I0j#U5oZ+`ZhfBMId?%b?+oMHk&%@vkX#Y(;o4jgW?9nsrA)Y<7ZTdu4u
zynkZ{=p7)O-`yCyxixhSP`IX>0uDo?0sv~Y%Rwy^cvI8zkr75B3D0M7E-SuN1S>X!
zYV|3J=#tflQ^>ni%62yER3RzaSoF<|t1EfR*a)Z96s<2h=39<xM(J|k45mJZvp*KY
z%+2Z|L5f_|!(p|7L18G&t<@aKxV=>H#1iya8UtKIE-x0icHKU-)4{e{=pMHK6ht7@
zl13k*GvQo5o<JT#;2}`VAQA^bp$A~lP9k>DtPvR$TowT)py6G5Mcif12OZ<N$aE?C
z_Lb$k8?D2I`n6f$lsi)Pqhb2d1*YmCcpa>?gAsfk$T}FKgLeH<PyS_F9w__EZhYZt
zYZ#=rAH}tgm-k!c%hOe$>^E1yLczq**8I`p{7YpA_4^*UX5ZdD3UYnCzwp-H!hH~b
zygIYl8rf_O-&mcyxiq~$IlMkudv^cYum0h0zxd$`fD7W&g-Rj#G4y+EPNhU{P#Vgq
z5(Pn|!f-=p+xkzO$XJc@xj3QY?9iFBY6e@&<yvL@dctviwSIG{R&yIdfcc8WQjvg}
zEY4?&JL`LQuik!g`_X%k-UD%LhgY85y!PbU&f&wuTVH<o;?DLy6N!3q<KUlv{_!t9
z`pLokjgUX$@G1>q-%0)R6PnA%6mO#>HMYojQ8e<O1$X{TbsMfO;JOLWV;vwA_2jX0
zKX~QDv2VV4@>TH8sbjC4KKaV&wl~^3&vo?;LPCWsP<E3e^!)t~fB)Ox{``~A7s{h@
zJS$+Z*|ciAgm00FZC0Br43xcKa-{>YQgw8)HrX1Uo*bWDm|onR-8cXc*VU={(r9h>
zty`bJ`0VM%-6q&POE%K}Owbc?yZpgm%<BnzoS}Fq6AVQ(T7%aY1W|b=v)yKQgPpX^
z&4bz5mA$?FovmwbYeLA<$^|-u+HAGB<Z>$-03wW5jm1Xi$%#~nP+|mJDYa3YDC%ny
zMwgeZQ4^hRmIwS!yO7a5D^ua;tAconk<GEk#w3LzBcG=?o3cEpg`=!+kZre;WkQ&Q
zhgC@FcsyhXa*57B>NHHFnxbIC056M%gmCaEDrN}McZSV^+MOa8>O7GK)0vf8JHhP4
z*zGu#Y=BBW#TIl*)k6y9K)^$BxzL^<GL<KS9%HElR*zA7Ig$W7GuZw;3huPk0ncO^
z<r44}Q_5*dCB>?wM9Bc(Yo!H!beXgdjeA3FK>8zWPl#r9qMUA2Cc_*l^6Gg>Dk=aU
z6OGccd1g9AsZ}JvoD9}c!Br>->m^MtCUY4n7A;;QgBjFljSMLlK-ttz=)m`pkQ0AE
zaQ|qx{$!Qi<gaNQBQbA$J3O{p-E~hanZ3<O?7*GhvgFtG*%?h@9OR=}gDbJ*>g328
zA1S*x{p{N1k38j7p0gnij%oaB^6-W>wcre|CQ5t3%&6Jm4|r#dr7M>7vL!jAh|H*b
zvnCL-mKz5BPG>k6NY@?7X)vQ#2OHKz*pp!T!k6p;l-9sDSedo}(%|ma*@og-cD_tc
zrOBR9@5m%AoIum)C;9xgOqOl~+mwEWO4;pn^!dC)I!&9=bfHjz*G37s63rLFiR5RM
z+Ed9S%5BFfMExEo++=L0lD;copG!n&jbUyw4z1MrzI0Evfsg0$S`9|0VrI)6iRD{3
z`Z<xRizRqNC_3kJ)5;Y|qBs;ULj+1Bjocv<_2~^1rB=+~F%X2VK*(B3CpPARaM>k#
zmCj%+RHVgmsx=w{yZoBWswle5_HT(}S4}DKpR?wPG_|gzCYaMFMznFTWiX|SE`iyE
zIX$ZfTY;IP&Y57SThhcWQ}L-hw-QQhTEZ>1LQEwfh1`%L@kCd=>@4l8bGNvmJ$`6Y
zk=T#~S~!{SBARn@0CNdV#-lk(5~XY>-kw!$)eZOe$7WilwMFs48u`jPeW@i4Y4Khm
zbuOoCRZx2yq|0l9iG*S%mHFl0e>6I#&BkeVJpv$ctSq`?h_5<L(-MSgGP&hXt=H=t
zBaLTMGw(NR3L2sJFTO!M*Bj87V-|-;rP8wKIyQB6r1W%u<6i-W^_{o(M{8C#m5YGn
zecqMU)OfjORwx;0l!!u%IxTafwS%SBt+f^y)ZX8m*qg0w&o`gkzy8iUw{&*2Pzkj-
zSc$aE1<bbrXt6-^II#*L#A~JwmpIKD2!KA%XP$Lhh#@~E;76x3EWelS_fxWY(#(Qz
zW7`B8fX#+^VctJCXUmtwkt8FMB)R>A9^WAF_xeM)WR9LH(vx{wI?GQcG;?!Fmk;ao
z!F@rR+rzclSVkjR$U{klc)5f^qd@W4ejIj?LPqm=G!~1D#9?44!~nFvcc8O>umgeW
zB~xG+R5zFms%0Ft1h~qH3N9sNQ`O?G@tkjYBso_KZH?xxOjkkCebi<@+IlO$oSp-{
z2FCc>k!k~EO{;oDt@*ke5BB3;&e<=I*AB+PO8ZON{6rbl>{n;&hc6xSU|Ig*CRk(t
zcX0=;cp&Rf_5ovd;iFqyfN=Zn;pUU8n|mNqWTXfr{=v@T)2nMwZ|;2d;p6}D^DjPp
z`*GOe(M!}mvojY-1Z)noLLIQW(!K}<iYx^}DjJQ4fJ~=CPj?nt2~WbTb4rAO51e$U
zZmf-baC_;!YxD12UVCSE+o;kp7%H8)<O$8W{9{g6-t9<>g>H?eU^0(}qjP~k#pjFH
zYmM>I36s(E$)_)V`Hw&U|NrHG?Coru#k{aupwf80DSh&q<>7afw+Qm2Ol`d&oBcEK
zy>A)sLRI;mv&eJbIC=apU;qBMUVZJ)U;Dvd9DC!Hldt~evDg3N*zs?^dExsP+D~5s
z((cQoqR9rR$=~_lqu>ATcR%~&^SNR}N#y$V7K>VGmk2B}snz0ehBA&&+2Baqz1d`8
zBsbisPE1V9%+G?h{O09_<?W5xmFjro+OxO5_~?sqU**y_&tlt<s4fJT%rU48R)fuD
z@%rtduqRe1mSgdBr8<(y7R!~9O0`ie)vMJplgX)48;nMWPHPtl6>Jud&ld^+F@dE-
z6I24FRbjI6<TAE|Bi9S08nQnosx%FSnlzS>xLv@k&i01DoLyCE+LA?Cwj{0&%f?&E
z)|9kRqDJGGc!C&-kb{0|B*=4EXkb>zCBw<+UIgSK8qq-^4~hjigOa8d5vZ_>@ZR?R
z_A`TB=PrQr(1}+E!I-b7yRT;u0mUMTCzbjEzmICxqec84vz;PVKxK-dR7@BHxaJ(W
zG{Q&~aG3%n7$iDv1TNze1$PSIYvjsquOFKLdFv5OB7`m^sl!E4F(r(6n5m$If;)pp
zo#J!)oldsL!`13BS{=e*LR9knVpb3fvmzlzD#=WzslgyB3t;sTS|mkH<QUaq>G-HN
zo8T+?Js?KYYhbzc9IXrh!3YKoiHNy?LtOZy$@d?4pg&n<*CglM;jKorx)&P1JaRC+
zw5@d1Eum#Ya8VbVH>82@eN5pSQ#mF>v89!TLpoGkbFDtV`_<y%JF>)t#^16fcf^@3
zd2r6*TTGWP#|twSgWqfzmPR)e{%KPb0BTnB!BtCe!II6!ihvtNFnKKIz_c-Z%@Ex-
zMKab9*A?hB2TuE<{AA9mw`1vo6GB<L(~XS9A@K+#7>6YbghYm#OmZq^S*gVFc;I#i
z(qx944FetrG!jCF!~OA8PqqlFHCV|k-DrpEtsSA*P%O#-T5Q($mh$vynCP^lTyBIv
zga`*o6z0ibmcmtBpfb<m(3c>67s<2>Ecr2qA1{)2WQ(+1kpdn?r5+TielR>s#Zuc*
z@UwOc&1U1{iD(2Gp)+$;Y7QBNIa=~^>a1?7&cN{oVa+L~!><nIW-ZB8d1ze{-BV?*
z8q@ox@Up_yka|ay@mWK0$5^-`i?1{MO_5`bEuWBzXQQ4;m$k-}kBPE-g7G<;f8Jsq
zm8v2%Hl2hV;8M-5%6r<}fjqwINUb?zbM`<(sSO|zlrzUpwVyuGar)Sq*S<M${8GkD
zd2*G0eVKT5MRa*BoegV7itvpVWp7c^sFP)sUNZ;t_|U$)j=i!aS{>6D?5wmIKQ*qH
zm}1)P7!0Nlg6PNNaT>9{Q68CE&V&mQ5Z{+F+p>Dwgfm#lCw?G8fAjzO|E445rE<L%
z3XUbC8-S2DJ@RmC_S)?5KYjAfaw&N@Reu1S@H3-NuI!Y8UXNDE$D^Hc(eg;~$+gX=
z*Vk^Wjow-wez-AuYialj5UHKz=MV4Pf3O><Pz?dHGbD2dc~+44?CJ9P2MijBfC-U{
z&ogP?PbY};v%n!t2AW<hsR}i5I6sgZ#!jv<TdTy{6godl@rJ0tUF;6Q(zSuvHO<7F
z6)XsQLXbcNt}}N9Vnl;uzy-E=Duien>hYn25vtyL(HrTHB*|7Mk<IVK;!iRtfUA$8
z5&`Y|!q7lF64r-C4B|0REDA~?P#6>@Fz>>lLqmhz0J0B(w)gj+=5SFW0ZqiG>lA#W
zk}qWuOfqIMWC2H)TWb?w;C@uI|KG|E=Ipy;z&m%O=3g^rk9_igE&tLX54!Q2Bl+!-
zqw4<X0=w;iO80Wq4t#Vkr|sh)`5kooK{p<3z`ZQq0hMm{>B0Q-{rM+HVKIx(uWdX#
z+<tar_wm*Bd)xCrym#>VJ9obP=<$~yJ$rWN`e;6v4~2%)nXy7XVz(Lu0;gOVHkpV$
zJ^RxWS-Y{|)a^|a?k+W!i^17^u;ezlWz5;4_u)?SooiE1_oo59cElfq^dUH050z8E
zF^UrHFn~@gly<kXXwX%G89WfJj!w-DkBxZ4ex6jp<SPJ7rcj^UnXcZcy03@y8-6=k
z?06;p**8KDzNx>?5LGOqV86KeEyl_*)ha<58@PaN|6be0ADq2#{A~NNO9O4two^Sn
z`0lB1{nzh)`@ekW%~y_{KXJYvhD-psbiC&9#oqhj4}bsr-+uY=r+`wep$dF@lSw7D
ziUekf+-i2(16hl|q%y@d#whqs62)p|d}4BLac+5QcJs=@>hAXZTD>*?;G++I_VLfA
zLye&m{gi$JrWb`8LeWVK9GZZHVGx6;zK+4Z{y{o}tyJkOR;SJG0sR2G!|U-xtTvz5
zpAJWh`Qk`8mNwZy&VXH|b8$sB65RqL2>2?k-feJ1m63wX7pIQ2R1-70(FsjDt#;a_
z8ZeDeu?-fnR84RPISH^JmL_EKgpnqvKEg_-@WA4m&4N0G8wv6)1~QA%E$6@kPQFY8
z!(-3Wso;>wFsp@19+igdNA~yN;C)!|gW7wpxBYZ)+r_^2jteKwo_y^X4EMS}MyXXb
zAun62L_3^po15(qa&2a?<c{)2k^TfMl179Q$XJqWF~bcysKbUf7@!hKrvuPs-RMXN
zn~dR8Q9>$0jQVi_2R`W&>%>SdxkDpG>l9dx601>Tq;iN<IT-K}Js{5240ky(;V>y4
zBLbXVsmO`PNTDRzp8%5rMztnP$7ninmragwD(MaxN5qB#tg*`uX8i~u3-Jd8_m6h#
zPgdE*+2wfb`b?xzHzlXSt?lV;wRcz*nKOqLblyo*_$bO;>l;_tCVa`|`IYNjhRGl<
z-MjqpjYlu+<yozF!U$^8#G)#?8jNq`t5>3#8NJr0l2>HWJ+&W1NUfWadzSF7J+x+y
zPIz6hcoE~x^;*IffRnW*rmRVqE2>IFfjt%Gjj~cjoj1zYn6OF>Orberv>ZPQ@3Rky
z<(CXbXf#5LMM)kH%<UiYgy0}jP@@_&X@<f<OgJ=Tv7UFhFBQwwNQ~t5(L5on*?UQ@
z>9yHO4i|KELedxmuQC{krrqj+I_yjg=@^Q90!2L2e(AesPkp2P+$$F@yn)2RJpo|6
z2a8eUOpyp2Abft8!P={LwqZ#Z<+8qfk>l}GfSsPf84Sc378{;|?G3x+i&K-spf%|n
z@_T#o2}ToelWcB{p==JWX=96gUqzp6nPTI{#F!%9<OhcZfl+C2O6h5NBeV79N87u1
zu5R7mTxz+UDl*Mr3>+A1^S0vUn`;l3Czfn_5gpkfrprUcd+NxVAUG%WO_^fzdfzCG
zZ|~|Qb$4NrP!enaPr|b7YQyq`<8V(mJtE%UQeW8)-`ZMyuot_xVxKEnEe06?a=J9M
zoi+8;1h<^l`t&ld3fsuw<`*S92g=cwL#B|DC^WG`CD+?gBr=;n*m3+g_H4UarZma5
zWqWjg|Azm@=DAnTqKGsq9Fnr=cU$$l>r;2uCa%qaZgc6qYipn^1w7RUM|mZ)_c!Oq
z)1l#*cV(n-xG?^3YyJtyF4>>FzcKP?v-x;y?9OuIaB1xF^7O|1OtV=A2MAZn=Lq?|
zVN<FoERNt4g+7O`0~Ff+IM(cf*nR!EDylv~jAVexZP1%WjO~!>^O&_m_V!&?YXg_6
zqRlQ4StXrZ(wAG<{0O~R7bkKQPhcpKCS`IwyPH@UHD+oGPXy-+qSR^xk#yGXLi(dP
zof*Lu4iPAq5a?4R{1Bat0G;;1zVmQM2L{oDfONozIuMX<A_PN6lcWp|mrO<v^}+hu
zDYzjf1%^ifb0!gofikIBwUo`HqH%+5Mj^$eVr{hwV80KP+yCB;2Q_=MwApw$YHxzs
z`Vn0gC_C`c{fDvxSwDi&4TB9h5bBx-EA1O2pob5b^FZ9e7JL;1!h*&2duuJA>|nxv
zwAH>h2j=WYWjhe}?Wrf*)A!d~H&-U^?aYG%)!SEA-#S>lvpIDzKfJ%txWB*r{@rVD
zUEaR2zIeF0aARY6b9!`PxO6bny0yAs;W1|N(VRma(eOtjmYIw@Vc=(Ml2+1rb8+N@
z!^NkUTW{?&!71YEOv}oVkRT+tW!Prh&=}YJvCUFt-eR<X4!=q1)ykbZjSc)U+jJs@
zkR=p}lqNDu%8}}2fs(B>KR&&Cuy_qU!2i$Z<d^#SJs62vp>ilSeK7SmFY4Q<KA9HK
zA7x^kM9!AW1xf|as25w*VzWkOmh;tej!euDQt&i9m65Cu2O?#6F!BCJ9|2_t<A#Z3
z(ZCP^Wj~^_@p&e()MRiNopH4_B~%1N3b)lA2R^#W_;_n}0o3eMYx}cH+Z!{hwXw11
zpMLt)i=Q{#rM6=o$X+xRPe&thJRT^$rCh$4#THU1EF7LlBvIiA41q{xvH23IN~gD4
zZC<O@XR)SqhM-Jo<w-OGxlU~Yt&yxq9>kK37^+ZVHrm66Kvq^BSAsm0@+c>qz~zdZ
zR1(bN4JM<?U{dRhG74kJ6=2s!WgvGokwH{y^wDua4E!!wdLt3gv!dF8=Uj!Ai{KtB
zb!x%}cr{{CCz)`8Mi^p|uvG9J5B2q4x;W5%76ZRXK(!+W&x86M+1KebC}7>E++k8I
z%TUUC*yIaZDOxT=(>UE02ia^v2g1P6f^!81<5^5Rjq`^vN)<57_Zdz72Hk*BhjiM(
z;t#~<#bi>TdcylW@NfW~icv#udeqCYX|WL}+oV7Xm|a3auR;UYS}-0L#bQQTj8MA;
zW;G9iS!y7FEfiSs6u}+ETYPYT6aYdQ<qR|BCtGE38KqxBgz98CkB9Ab^VBk&Qi%Jb
z$@d?4pg&n<r-xdR!0uFR%&YMfEcu7yS7OCQO>)VVSab#F-Qh`3Vj8T!8GH-A%<AyW
zwovX73X(hXkM3T79x2R7Z4IC=JmANUtoq{1+2T$hHldI?#e#w+b=?pFi1-~tY{%%^
zwE34z;W@8!adcLmX?EHJOq-|TO-zLffoNWwNJ#-@$nK^36I7cYFVh068zP)W#4~+X
z170la!IMrY<dAF{)a>k9jc;>x`Qi`|TcFcnbV|6-12#C|Hfyib*`Lnf_4*FAa?tKU
z>-{}ES!XyV06&?@JU$pFfLD7E@o5cU>GW>3X@JCRqcFP$`rf>F=Fi$M{Fk=#$6+vv
zP|~e6K(wYy?!Z7WjJMecHYX+!B?!a=3T3a`hlr>6(S$Y_k!Om0r-Q^K!2Ko-$bH<|
zs*g1BnHVf#W9M8P4U0-asoA`U*isTY>uUd`J~;2p@0zl^;=mHmHm$JDXUkV#01Cz@
z|MKv1c`M^uNs41Sh={<pTMhs-R_UI6YjNxC?Ttd%AS88haRiC7AU9Pgx&%d?U};l)
zU0kdQDK$ZxJ#7Q@Z+BsAeD7dy@A}n+!^=yzF7NKGP9APGe*VSnA3bW_Uy0TuAs)*v
zWK$ynax{dE1O-8_ChQf}3)H1qYAQ#~<%n7xO2Q{IQE(}P&S&z@zIIvzMe7GJdI-{~
zHfROXv?27??H9YBe1iDF5Q@oA@#y0T|IOubFh{;N4@$_&-L<hhYvZ?9$M3FB03;eP
zZ{J>>xV;MQHXm+-igNx5*ks?CzQ56Uu-Uw~2Fm=_o%N}uMkyZ+#R8#dJOM}}VCP3|
z^Tsl<cvctBGm<4zAcYI2n4yBq6og00=*ApxVnLRyP}Qyr!RkP5ofIk{>eKYb0wFcr
z7tTXG5rWZ11jdQz(O5?qPf#7s!FUY2FlVZkm2Nk~<LBBube#!v<aH+^s3fe@Ay#RK
z93CD6YI67x3Nrvobp*5%1<IWMi)eTk7TygTxPTmLCm?(AeFNk{sE|NnV=(xkJ|e7-
zLq>8bC@i!Si-KS=P&ySWV3XJ+1Owe~lQQcO`?ZC}t>rOLv;Rjoeyds97y*H;07>`t
zw7mqJ^8i@`5?#N}gWGI;t?b#=dLCTsbzrD_>9`v`N_4$EQN21@1Js(M#rCafAnRY_
z;z29^?cG_R@6Y#Up6-BNee3?#%)`CK>njuBdUkE~`ciW&=_-14)A`VimDbx=*6;5w
z-QJwPzrS*CZ{^y`<c+1)yN6q=!|8kLQy|m^Y|THvy!4~Hdw@lMc{;yP4BlF-KUi<v
zU8_CZ8Na_Z*GlJ@gJeF0V&VtA)_IF%(P$d=IJ0hpRWA?(43?-R<4}bRGK)f@<_V<W
zkjRr7K=2e>DpM(4YI#7dk2u4l8s|hGBLX{#xpcZ$$Q4?o8t6sL>#smyFs528Cv+2s
z&cOT55A?JR_O_w>&cnJdLI!$}{T&eS%%J)ZgFO%!mJqF0J%OAzlKSAqi{JnLH$VR1
z!_ipI%9RC-CbL><7VtpLZqQj(CcjAIXN#QzsnhI=#`5Lb#Q4<Q;_TAq1PDZ5+FqMp
zsWeAF`0TT<-v2VIkN@D?CkMM=e6S9I#<974xk@8dYJ^fHPbj5O=~NnvOkn_J2XDy~
zCX>b2YAt57$7D!YYzYOR&8xt_#v#-ArRorou7#j@458TKGuwg+qn8rQ(u+-QsR3vS
zgP|B9n=yEuMx|T;ob)aqSdiy?!o1q3yw+r=^VocW+-UORNu0^t6ATdCE`ml0lL!VC
zQUvf1=L)>h327*T=kvi?^a2{viHG$Pkv*LkPM}~H6cU6*Pm~K$IB0v<nb&cUvj!P5
zmZO7Nq*~sC9eRz9yU1krviLnlJJ#k#hocmq9}6DH7l47;C?Gtz+~{bO5)R{B4y4V9
z1L7{=UD9d?0shP7Lb{x=bdpl93fwMSG)ND-sD-d7=49!lP@$k(u7Sz4P=}SOQ^D+J
zgu?<?$}S1`XKfC6G(}Dnh^Yz()a<@6Iu^xc<K%jp=TyOD)D9JM$ZeuJY-E{eNXQyc
z@{xZ)aQ|qx{$!P15F8Krm&c29PD>!JO+Kn#Tbex3gyyZ$v0!2?kXZC4=Nxem;IiV&
ztrjMh1WK1clxUUrZY|ubrDr&%nmIKu3r=!_OZLcgD!b+nH>F}TmmSw;4grA9nON6_
zSM=_At8da0Zv|tkl~H#hKM;;V<8e(a84f3%iJT}`rr5pYP>OE$4@z}|B00lom4U3@
zSg9iz!)VL{B-#bJ9FhXQ&@?U>KnG*UcnPPrBX~lnMuqhIvB4l3aNzA0h|kk65q@7O
zX?J<BmJmX&gL?doWSWpjBdpE=yO-pOFr|73li4FwbkI2iG)7l%`|*MH*Rb#(bX<HL
z0_!ADz%1aL(b4Jj_xnN!Uw~k>V6<AO-HuYKK(cVJ)lM^;#Zn2$?IDYJL-39vm(snv
zx^?BS(wHI@a`<{gb$d4B5eS4hbuvCav3BUGY=|5q9OJMuw5kET{p7yZx8e_N9qfJl
zZ@>S|uYUb6*P8q>a@(N|eKpP~Xbo=bj=J_xU>UtVG4a{m%Lm{UHXt>LSsa?qqKi=Z
zDzQ+Z5i7k0b2Sp0FXcB!>su3z?diz}moLA4_vWo@hll%z4{jYEEbrY|n|^-3v^(dT
z%&8(ynN-HLSRmtLbhjPlc8CLhMIz3vmzkqgmd%1xae6S2<6`QNlS9dvw1tQ_X|dc6
zS9TUAlWJj6V{~x@CWSG*xF5N-N54q$x$X1Axr3QH@NwN<8$FmQ-d=CsTy0)oZr%l3
zS6h>})+cVRjon%se`|XhNDrXUJlvdov^53ZzrQ>8_{z%R>g3jRb8UK}mM^-U0joXa
ziRM+2h}iBi`l5kYDiHC5q&TNf?THvHK8?sA;A#hw!|cYix?ESsGd#1e*B0;amte6R
zHxLCOR(%#vS1gB%q$nyq)b3&?Qkqgh1s31zrrtyl9r2;f+98bsVm9I3J~}{lh(*0v
zRF^`^H5i#J-hf2LpfTzFLjwcA!Qa!~*WCu~?}YSU!ovGdL!JE{ry)J(KuZ%p2(E4l
zYydadjfeCy@klxjPDVkPL=-qA@OgBpkR|1T5hv5778-e!?Xl9^JM*Bp1}${ZO9vZm
zFPGYYvgbibzCL`U*Pt5@%68C)KN__Irp-%m4VbeZeN3agF;ZF|DQ=7uH-VQPWVMf$
zfm<Hf>Oeyt&}+e02E_OyaX(mmx<3!<XmEUbb^u!Rt;hQ_@7>&Z|JL^PmGLWcBOv4T
z!Fp@G5}SzFrc>_i(d@0&abS43vEI6~J9qD3@#^yEUaJW9=C00F)*H#|3&S^-npfu<
z*B2*luT1Vtq?aq<`|D%3mTI?FYIip#wkDflqlW?EX63fY$ap2TY%`8ag;||6?$?FA
z3S-i2%~*;dZO$eQDR>Sp%O;gZnLLj`?%~SJQl7~waa$Du9xKAvu2NmwMnR5%Vu<-d
z6W|4$9y<P?P7r#A^n4!dJmSo^+mFBU=80ENT{sS&iov$ieLbDf&I`Q*?ZE6X(Am~K
zh{A@;RhKUvh-ZHIqa$Vi<h}PBk+e&s2F-DsPT`b^!SLItw@5S&mekG`+Z9^BJCw=P
zMw-(=*q7&5cP7{OXIFODW>(81%^!aD*<U~TEGF~4{;gy1esJ!UK?Wdj7=lh`a(P0&
zKq{6h`2rCKK>N5tAnPPD1Ba)8i_I2MC|njpt<kvjW{=SkFxX=%Lk!eMBswt0OF$8C
z^{GrAzRZBqJ5b3YuQslTq{+D|w^B2L%nGB4=kzE;aZ|cr18cnLyf|0lC)1Qf0$(W7
zOJ!CnO$99Fc$BSE!#GUf81JQXx~(2`eS(*((mZ~gN&zq$Jv3sQNsGb4FYuUMK`%8G
z<9Tf?yOtlcYN+TowP*mWAl1jDu@FPa>lZQlv}(M;M%3A0o+!3h0`w=I!w&bj;fXlV
zRwUS1NhavYBndR(4Jw30&`YD76$m;Ns(!70!0SPm3Y=<%4|10xQM$*5%ZG(Y565jJ
z>NO~yxQ8q40r`?_YMW6F;A1G2tc%aP==PKRDPnqrUY(Gn3d}$V;{zxO52})2#hf^&
z8WJ?)0U^_6BT4wZS_xb)M*Y#``wu+OpRBT*qLW_#L}_Hn<BkQS;e+Jfqovyh_na|S
z^JUiEi6v`nS|6I#`4_y|mFnaQS8NuG;%U$1waVsdevN5qXk(LdYn>flai!)m`PERg
zsZ^Ml3?HDLDt*)T*qlB(XYx-uLrr_G5UR$~RTsb!443hh0zMQV*}%ePfD?&R3|4qJ
zLv}=mbS{+1p>g`$jxf<*JX@K<+Czg3?nSj0l1kx&fj+&i2QZQBAqbY)218#Eiu*vb
z-DV%~I!P`YIvf}<>rOb0-9bOW?gx%&yv>BoBrw$y)@koIn?ZUA8cjS!CUp<OelR%H
zIXG|va;XE~3n4)}VFPap6lbLB0i&xckc9eTP?sMdj^P0>RV9H1ydb0is?znad0l99
z2M*J&)eI8QXW*Bht>XN{hgX;OgW)13ktNoWqIY-3QwnR`n7)1M-s4Yyl$<$WTXGy*
zT^yVj1p$wD!{D1P<hMWl;2;0(H^2S2-~ZxzMLLP-dE(;!uxXw3x^0G<Ab%(iuRqyZ
z|LTJWPap5^Y*glk<JDMce{Q2SKD;{71pU(c8w)?YzWMq6-Jd+#`}E=Vy`9NBdoy?T
zH*Rbn+}K;bccXA?FR?%8nJG)NUS7;c_W8l_29k)O#;QV>krwf(vT2a`Kyet*F*`GC
z#)QNyBcB{Gh-bo~TT65AzIW}T_x4`QPrm*9@^DPm(5gd1uEAu`RYvJaw*w}asibdj
z&fMFYxxF!QeRbsOQuXfk#Fd5G^|i6<YvbU$wmN!kxp{MK{N{4w&I(YUvB#i4ybC^M
z?qCfhWzJ2F43{$bV!oa)jVFtfvEm#U-P`kXu52q=n@{9g$<%~DP_;Tz!0)7Yc?ld2
zg^#y+1)+#I;N|;VJc}8pHgxM<9SK0|vJ=!AxXVpRq<Q`j9-xCGacZt833(`P10oY7
zHu5a1s$C^Gua$LyFiPM)@&yoT%_TamQ>~=yj3j{+YO+dARttF5h9RM7IHI?+v%jkg
z+SdbifiXk<{q5%lJI;eD5r?>h9J+u<c41(hI7BavfFPlvWGqs^qKXA<rA(lb@-z~T
z*Ps}Q`*SYCwVB4VJs_!5*JgnS{z$ctJaR8<cF<#AuLGyt|HZEP+DZpJbzrK#)hup~
z)wi0}jRrUg6v3h#7`yL+&9$SXm@=^B0XN;t${kEPUZ%qUd;Bgi%!6tB<inkb$Cqc{
zy}ADG&CSOLOTb9~768(2Ox^}YzG{565LhdR_gndEOT)LfC+}aLe{gN-_IB&~LiO%?
zV`Vs;cge<*b^z0>hMkq5rxI{g0@|fY7<_&3gx=q3-CS)AClWHcN<=j5#H&BP^WMF^
zXL0|Gl$SS%hyAL0!CuPS0(omTY0A5mNfkfNV`S*`3Y|T|77SB3X(BhHP!_Gi2&F><
z9m;o$XZ4C{smu=23v6ONwVV9r|NA=bLYqmzBM#6Z7ePki0K8)mH$Wx8SXda9O61~^
zL?Qx@9z=F`^bMhKp>oyfO@&kWk3RVrDEp7zeYX)w`Q`eA)9Es4LV9)3Y%-f{0;QQQ
zGV$duiz^w=)v6P%iTSyOWf0W9H@$Uber<n!cCA=%{P4%0eg5D@fMYxMt>aWA1x&5`
z+q=&mJ9+6`TVH42U@ruPz|!cTNarzGTo#*0XK*M~7HHAq@wASPfxd1821BB=xm<}-
zrUO*nw8j+TibO}lIy=|w<{BI<g&waoU|m6GG{cK#8N)3_sV0jh_@OA@9~DQ_+H}!u
zb#c^Myxl>M$2svhArL?oOYB-*n9p&O364>Z<g(fsj4mjylPT#4<#CBJSYHJWWUkYW
z1<NCaJk4dLS`9F-0~+$;LQYOD<XCNuN1a+Q4bKnr3UzKiB}jUYQjNSWE=ctA#0cRm
zu2hmFLOj4&c37Z(4=&&#TaAdIkC4yOqd}rlG{B*^vl*9!!ag>)U7_rcL}(QN#f_6~
zA$&Z;bvp=t3)w7#TT~dUiNqFk19Pli2A;bUdU=1uM|N1yIvqTg71^VhP?Z=1CcP-=
zy2HIrc*Kn^M5v7%FCQW20pKpq_5pyr9-Z{_K!)ZY5Zpi7tv^|1xB4fofo8lu=k-RN
zV(+wn?W2{q1JPM)s$t8l8l&_2(6rt^t8vdb5_9F&8faVb*&(yMx|vwL*W5LPCKT>*
zv8l#M&ihI$x$;gl)iUU<G?G!|*bw^1jiE^c2z-gpcvGc7)$FOG(@nu}-CEBXGBJk7
zJ)k#s>J39SJC-B7Wb>i@X=ETpjOFC9tOoFr41x2>I@%fO6D!)Sc4RtB4u+wD5W(Uc
z#4*0t1AU`s;5hhkvN{LV`ipie0)z?XGPpt(84ttUPMFCCGn<ee2N?PwhpQx~y@$s+
zM<ARX7y<~&@0~pL-8YY&Y&-iZ4T&T5QF=~YVAFf+Q-CN-v3U^g&`>A^^@RKEuD(o~
z6AOW~0#rIju)7EG#A7h{355!w)N~MuZ}O=4%Uf%=9!wR+#6~aN9l%>Ph-TCt*K3C}
zvCW;isogzuVO8L)m@>=i+&0HQC-O|njm1W7^Iv`ef+T+Xo8SNP>3U{IDZb@WZ$^v}
zl};*h;sBE>y8O=dD_=Z+`1XVSJBO3cZ!Q1zdmsMppZ@-De){ph{`0TEr~T%)zy8gy
z|MmC3{?+gP?Vtbd7eBmwd1hy;wbN>>S1T)HiOogz^=<amc}XoO%?6a^5-XL5dwlS8
zRFw7_-3IP(NijXH4Y~joY9L}FB&?`~RJfHd&DU$|)v>n@_J91vgWLC}i%!Yq`RZoH
zG2+ojEs9buKGRx^nys^n@X|ziXSQ);bqW-NSC@uwt~YLOG_EbzZ*GoVT^TuC9=WmF
zxVZ+Dy?F=RTCP9dpM7+&e0ytQWo8nXhhvGH!xPn8f@V)PQkc$+Zf3{#ixW3SN1u!j
zU#+yR<VFr6u|<co;qZ;bbEDpb&*3)OZ3d@9<g`=mCIEFOnhjXH9qaN#jAocd1&;(I
zwUR9wW;<Pj$qanBPRb>addWG5s%N??+FdX#jET|#MA!|D`az!uW-|7wRK0vYjK#*7
ztU{YxWwMz){-oU%XRt*iA_WOULHY&}gF{3#3JZq}cC`<7w!wQYAz|mCgQv;(UNT`2
zkM75#hOh`Iok*nO@lqjAF5*e~EIFTPS4k%G$@^Oi_gAMLtxw-s9zUFKTz#44`m!Vk
z40%w47uH9P3iIvJqaC-+W*)4(ftnpG!5vZQK;;fl^W(Lx(aK9@e>s;2;tp#3W@&G<
zczF^~Zfe(N>i<!>1K9=F<L&83yOZDoHTzq8vv2Lrfp{9=mVdA|{%CFD&g}5zW@fh@
z+Z~DRx3Wu()cVZG_VUd3>cZ;W_`-N$p_wZLOi8<JaX7kAkF1TRb|#85`OsL#wmF`B
zuswETx%T*A?()J|*kop*nR2>z!jt{%ozLHY^hq`}E@g%s(t1cfoHtcVc5tGP7VOc0
zHl`P+g`66mP@}Quh>QsWV+1c+Aah6X-Qxc54l&T4H(@5okc}^PSqxsUE}&-W`@Y`^
zKXqP8p|jBf8jMSW5gBki1Hm9bXm~i4LSUhxSnLoQ*$3~s)H8&_hDsH?Hyz8AKmO#C
z-~aB{A3b|o^+y6qL)Po_S@cPpKJEa96N^x0Vv8+ewI>iSmzyn+i9Wrwu(-Omytxk?
zbW7_8D|2gkpzNP~_TxK0^fFB+UU^eY5diYiz`5?%|ND1d`^I;^`{&>O%m4I^Z~yo2
zoIV8%mT(M;0N`>gmXOU6bGb4chH>$1-=%Z?7tUV1(AIXTYY>59iR2cO)2=jeT_LGE
z#Buro3WE(m*;WtR>Y=H?=-GoQ*2LL7HyQ^~#cW@c8%`?xVYxy@#$mhIER@&FOQfkb
z$AH%lizi87kIdyFfSN_27!-<zP(&~~`kui(;7dS3=c-U<=klNghL$UYW?d5t64kQv
zYDtGfM+sOoahEF_bcLPLbWWt!4p{ZrgjZ}<5lu#7p{B}I*@-efou+%NXtkuxr0D_r
zo(OYHx<QW<R;zGxX~3@R=d&;UANJldND}hg`+nXdNzQXf&Iutw5@Z+FW!$H`r)ApR
z-QC??rhTSm+}(ZFjb+h=#T^165aJ00h(H2)?}eOtpL##!V=5n>s=K;orl+=xqNo4&
zbzT4K|I?_DQW=CVXf&Asu8WuLVcBd@XN;7{^MLKyZU7<0O)_4W*+^IEa1K8wVwCbo
zEufR1O$uW{mdis4Wd(X4+#N^QoB+oR^?T7#5Pln`lrr40s;s}rOM^Jj0MTp5f$;D`
z4~P)_zezQJFI`q{ns8(n3+2U7G~u)ch5~DkPChp}K4b}w0=TL%y5x#&M0)nz(Is<q
z!jqp@TT5iJo6Q{>jBP(PwXifWX0$EIlB<+N)|!}#<<AB)iw1*(iV?|#7e&3RYR{Y|
zwxQ0<dveiyne7g@hx2WbjKW}cx&n@LNfFMVG^V5J0#fH__eAk(V~ax798ciKXMo9^
zioouZ>e{_Q0A=e2^xi;}5=c-y5wuWo1cAOChkt;8KWfyYdi(g%6w>Z#^hdj0K2&vB
z8cAd2+T$R&#vN=;6>wnPDcj3&1|bB-_u=S$bXM1i=G*Vx|Gm1JgCtxt3ER?KbF}uz
zL5UQ$u&Kcy55U{n6pF5NFWMdKWU_!U5AF^g?XPHtM*xaIb-%<G8xn~+iX%3FTvj6U
z7=hZr7XTVNDG(q!op7@W4(P)II;E6Pf=KpIwo_}RveZ2+_qq*G=~FYp#40<q!8Z@v
zY^B}ROP~Moi_ib?mk+=A>k|(b9?Wny9sHn5PUktOf?@-LV3j)N%ekwID>t^69$xKx
zcysuJci#B)(>E8F=6?FlPe1+hpFjTMqfb8n=r5oB_4D6<`kVKkI=htF8vuTKbq|N9
zBr!Pze95c+(Su9lS>x2OVR>HKS0vh9U`8gK7>W#5M4Ri3wR!$vS~!?wkCpIZabqZ<
zaeGpwTwlWK>9t#?lYXDd!oabI`wNdw_RS8biuu^$MD@nmwPz-lR;Rb71_zghhvv$C
z!0vw2+`c|?cB${eO8L_Iz~zm>D+_&(f)D?lv4=K?9y>Gk_}PgkudHpZEhaK$wLPYE
zB#gnL)RrWOoeXtI<15K*X^9z-`IcW^zHz~pv<EXhdx^~Qph;SRK3*zKrV55@+ws%$
zzO&o9ks+4Ti3aAzaK5oHK<^(_i1|1k1(l0x=f-UD2ne}?PL0w|&nO3-$b_-3oa~w(
zVl9sguAa4(vxrovqm-s5{WP5d#b!e(bO?q7k*I|Jctl|^@MTJoLPufpFjS&KsbEnl
zL_h)r{8~t3Q}gk*=3|hiW3bkvC`c^<1z@7>1O$|XLLpi^5v>q-D^$ki8&oQVNW`Vl
zWL$P{G<a=$>G|{PkFQT$ng=<$<Cm8wPEYmkfP2wc-_~gF?s#c^IKMiO-2%!!QUs6N
zfY?4+IW<*1HCfr6D1&crJ~dp}0AqJRlL5ao+PnSL8S6VYIe1}u=+f-))y45g*QTD>
zntf__;l|$LjlG4ZcIKbjoxicW@bsz0XHG9YduI8$vnyYn>wAljZcpFXn|krWEGWH0
z4zphC(wov6LoZtzM6r|<rdrB1*j2`nV(i>n<)w$`-hFcQ^#^C4x;XpD>A~w4hacMQ
zfB4k&OeqZ_)yzVHn#~gMT|@mFxoE$hr`1x05xFU+^JO)@ye`sj2BSMi(%`qq!V&?v
zHKnM$BuAR&%aZ~{mCf!!x6rV4&BH(#crun4jJrGzjXz}e2W%dP+Cu8Y;u}%q7Hrqi
z_O=7{oktp>CtHESB3t0d4rF_6Yga=DDC9euI}uoXq_@}P&1Q;2Z@m8cU;q4vXCHZ}
z$L<X4O{H)&Vl`zv`h>%5Rv45Li%uU>7~J{6(TT;y*|pWh)uolq_2u2uOKYdMR?o~X
zt`#T7Uw!TE_pZGjle$kHt}#oEDvAtpsBPb^`w!oJ?EX9M|L!+#z3prNeaqLs^MhOO
zIr#waoI`O~I-9HHa<w=lzwsa(T1)M$>ufq%Uw^El?idULg{mxsK!)Xr@FP9EWKI%@
z3w$v_rlQVPWOg4qnPm0m6qTYD1R&epbbn0Z4=ZC~W5{FRfk_VzA(G*PajGwhQd>@X
zqiB-@tu<opE}A<))tkC`3}R!$T~<5F>4ODgh%5+{?ico!cz~Q9ixScawo!?YFd<3~
z&Lm@5lxz_T;V`jS1ZYR?Ar`62pk{K|9Wn*f7bSY5h-{TOHX*8(sL@bczyq~t5Fszk
z=YhK2jj0qi8D|)D2&J+E^wL<|qbd+28z$t^jGzapQPw&m-ToxztG<C&gOf>!CKKOa
zqvd+l6{F0dVR%E5a75&DQO%BSsT*nxBGUnU)QL|7XoWOrL@@n9Twh5PkI`~z9$;t!
z*pthNS8HKrC&rhc{KE?Kzw<)>v^BfhH4zAm=ZBWT7*eUVjJW6bGMAs4-jD>Vw#ay}
zXTchuk^3iAkrjX6WlwxVuS*M=3O+mGx6EyoXCImzH#o*L?j=ev6^Jc`qKj%@Rbq-s
zr3#~T)>d2%`&L}BRZV<a<tsRS*|>i#mb9x3aHp3U%dm3&sGe$_H*vJLAH>9w#EN!0
zv%%>GBY3LM%PE$HS~Ii@a~~Rgk3v-s-ldreIa6V3EnQ4rgWE^xElZ6Clv3WA&N9bm
zB)LA4Tyw&8vuf^E8c&K9wJtZMub<I3$n*v%i5_mcM6ieICF*(!aDIv!@uWsr*CDfs
zXfaVx&|2Uc^#wRW)&6~V|JyD9{!JbS9Z9g|Dg+wc0g@PH>VpDKt5nfJWgVe$56N`(
z9N~%MNABPf1v~=5p+UOr-GChv2ocI9Q7SH+ns8S}iSYtLXB4uPCBFX@D8R+8svx#1
zN$$w(!+nLN=N^Ca;}5?0{4am~@bkaEdt>Q(*}a{QB-1IOIl`g`ku~s;+S})`_gZZ`
zmCV)o+{R$+;l1@g|M}fgU;gE1U;ER?zx(3PzxvDPAAa`57hin#+2=p~;ati+Q3zd~
z?p;p%NQln={?D(W8y<M!-11Z@Rm!_7z1nDyW3p0my{wT@W4_0bODJL<Zf{I>X3hS@
zLm-L^q*zn&1adrVGXwJ+yv@eOhcy<z$ytv0fwC{IRN^V`P&RyiWw;#j`@<lM#gGg5
z{W^8rre7Y)U)z~EHDBJDDO_3`1|>X*L3?s{{;}PqC(do2S{!{6<eUyyq(UhQ%f?b=
zB#s)-*5Y}3s>Edu_k)7n9vu*90=e?!&!2z(29k+sYdVgia)d5}y-(>FR0^VvWccMh
z&rlz7utX{6^ijXs?_nlE$I`8HJMbzQ@Z=D(DO#z(DrN<Rv^L?F48;X&z3eNS(uXc;
zPpxZb24x`!GU>;q!|3TzaVbZZ2x<{sC&(lS77s;Yp$IG-Y%&q3L_8Va35P%tP(GW<
zA`;Nhj+Vxg^^M0mAq{vmw7V17<C_uCdf==>LYuKj7$El{Ay5>wi-IGt$RrVmCE){K
z1Wm}GdG(svQug8X*;g)YzkFfqv5i^aY@f|Vfbae6%+P9oZlRP~>CbHdZ0leS$oEav
z9_zcQ`v43F&O~_+oXHCK7O446eg8ktP=05qcMr_m$14}62d^%UKDst}{Y!BNntoH(
z_khYTJPpqOi2GOi4yNtTo?CwH!Sy#D+In<vA?|UDL|T!;C)a1R_7Rh3NvEH3ndkM&
ziijUD8ls~E^Vcsw`Nk8^KfbqhWp(<IorPyE?wy*R^(rk=q6nn-*~DhEE{cV-rEJwe
zx;&991?Bp%SXVX%QzFZ>Ju+dBXVozqH!P)wRs1}k7UomkWR#N7rGPima2=>hPvnyi
zeyJ5G<!rrG<9C^T9*Z;L^5ufblp`X>aY(H<^}XwOTgTxBcwGmqw!Q5{OGjfTvJHWU
zpfT-;j;0O-mXN4a^v+1GH1Ot|uYB=`-@fqh<w_*f8wdhZO3H2RjW}~5zZZDh%u%<$
z;0$HPm(~`yxBjN=TkDJ4d-E%M>r1<HORN3!b8o)=&QBkIvq$Y~s;~1HEGoLN^+4@i
zx7@M+&Ij)Q{sVV>>-O9J_pRUg=562jf4=th|Mjo`_P_q+&b#hzhoa~VF`X!AIR<S%
zf$FGhg|&79vtN4?hD0LBbZBo6%^78<dIgalrYl5sh3SzjuP`71L-wg@V{bte@Ka1?
zwBCvjrxgPufoiWm?l<XG0xA{57h*g<n$>~y1W}1JU9RjPkd9L6CrnmkA|=o%g*-Ma
z8e>}=9Zp{-7!LLiiKk|D<pG|{4ILfP8MO#G531y$d1R<cgqQM>@vuTGqtFSRav{Ov
zklxJ7mUUG}jOii=bmOao!ofjaZwX)RXN3b~aLQ$7CX4a;U`Bn1R@LsXcb6*)s~v8#
zg4`!!e^op&sv4+@69uN--{tbda|LlUBGqddcs%$M`i?)soJ**q9;U@XG#Jq)9m?v!
zTjNw)n2_=lb8&VlC(fogkuWJ3z&Y&ja-YnqgX*L$UI*6WCg==siwm3U7yli>{f9mE
zPpj-Q$6!x*JT<tWi-k-oW6n^?CO2QHZfE<zI&#V9O&KGj#=@Q=zRA~BoVMcGwX;dL
z+agc+yj$}FdoPal1KVdZa?X&MobJE6y>@MB<I?27W;hJe1gup5u-d(<y;<+iWTI;$
zJ!b=ckl|1SOOe&l*6~?rUq7TL56f4HI(rj~*Qzmf+Fadw0}=(VYpgx!i$c?7Ks0E=
z;f`r^5Qh(H3$!{TT^cjMGats{_UrYXW+RHpI7Xx2=K%>MA!tvY21cuDLxb7Xrn9sN
zgiSgPT_6PHmy^W-Y&?fmfed69yl+V6@JfU-WO+aph;}KpM``p!D8ykhxz-;hsx)oT
z&LezrtI^diR=1MrZ8Xj?9R0tNJ#;WHkZHPw5(0_RQd9G-lgGd5&@t)A#-N@tR5gxH
zTZhIqy=9Ko0(IIju_Pp0B)aT6zM{%;Zkr;Dk;<+vv#kKecv-9v8+`St*FOF1ufP54
z7a#uhj~~B&>Z;c?%ay0-0xgarBC#<vMAe^I>&;9@f;)Z5OXKOiVbIiFx^ZnI;0C*E
z`n22j)TNEjK7Rif@4fZxgV&x}+k9bfYj<I8v?tgXcG|3#7BC%dI69sQg#qQmAa+<7
z$*3q>(8uE9t@W{<h*!cxP;tjtq?(Y6vc3SQRaTK0Mxo#+I5_M?8}>v;+M<8uk@JsT
z9<NlAubrMhy*DvXOe|&N=cfCz36I8VNev`YVNWjLnW+@6ZZE%Z?d;Q+cOE~z^7yHh
zhqo6V+L*r#J|7nrW``%H2gXN>Rkc9IWs0Z_IfbEMb5u;8j>^^H85*r4?Tl2k_LSNZ
zD-2IR_sq55)3gx`T5dI2d<m&Cgr&JToQNcu=*wyxMuJ*`c3bJCf@W&eKQZL%i88!4
z1eN-LLQx+L6XvEIXLbf178woSA|UU(v?{%@D=U|=xeT$=D>mz({QyGkL8jw49~jWE
zj*~FWOiI_ykXSOZt+N4zfq^A;II^w1qYilF0hN`30rhwzth2ejqoJ|kIB;gO2xuG{
zf`EZd<|YCb&Sg=!EE*Y)?uNq{6cWC>i-bk8sYEH4Wm3xHZu?*=veaKVKR^1|`pn~N
zQ|Bhi^V!gHZ}QyC(Dq1qrE=5yzBW);sixP5@<7>dp0DcnFDv@5>i3)C{$=qFlpXxq
zR|iz_TLU-g?Eu|=ern*#{K&(r6JM3>PlGjf0FVXe{}A{8Pv6fjKX+mErOR8-p5L75
z%R6-@uv|^%>hVH5OB+zRqB>{N6RXOtkuIjNo6pmDEkl##%jY*A+uVBY!s%=4b63|F
zp4dA*Um8`@q`0PTLMsa0jsq)ck6d}=gP;B4rAHr~%;v%pRlm{GCp8Z#jH5c|kU1KY
z`sG-a4q(cd+Oj7$o6cRHn7KGPu{mCN^1+o)e)dB>g=?ZH^&B;q!D3KJYy!Ev6~@KT
zWF&zQ%Vr~}-Sx1h2WpxQ)Id(Qp1l8fb4@c5L7*atz{}cN*9K;5nV})2$vH7I`;+(I
z{@|BCy0W|48wm^~5~Wx;;kFbKfoweCbH^>Vl+BxWg5ZgbosF|+mNqw6*Vopzw-&c|
z=T~;t7I&uSm#T9!Z@%@;Yv-RaQ|0^bzelf-ib%AUL$!DP_xJbTedzvsj@<UGJO1~-
z{qO(!&u@O~Yya{6TW`Dbw%hjY-`COsq0l%is-V3F(oqNPY-sIl>S#OxX>CALC{&e^
z6wYzNd0wiIYY(Eewl13=AL?QF;uv29?B}X7X_m)>b9f1!C@ayc9-E2w=4>IiJm}KM
zBn%b{sQ_tgYB<pGOipGrW93SiOwnO?p;KwGT*5Y+SpERrXl}DO+I%5oDod#j3;PCG
z(+iqpnko_3TaEaTN2Hcw#eBHMM32Sf7Qk($cW~$sy&3>jnRI$<PfpuYkb~6vXb-bk
z<@Ap+idAwT1XkS<nJhM6z=I9+poieJz^!IzB0&S;@LGMdTGwDOHoIM2!5~I&?+hhL
zkvOp1@j$yC<iScL2%e}d-ou;93L-w7LfuZMpI|fUHF}KEOE!Q?+|nKP5+WgDGEPmW
z7$5)#H1_AG>=75yYeYx96ma1&n2>5CBtIbfhspQfd7*z=Ww*s9eUYj!GZc;{Vk(nG
z=o4k;9xSXqSlPQYT^%kJ%>F@+aae9C^=68bY47F5alhW8WqGXj`N8Vxmnvn@*V2f4
z)%yO8>ZK<yJ$PnwbtGO)#1tH^jh$GMhc=|41y6K#cl_#0mtX1~vwP#{(r|mBSQGU(
zB*M^A1(6$oJHtdO>wb~6Stf(RVF&i_yXEkaTgjvbe~6{C)CR)9!%P;*8*$Won4<fE
zz0GKEC6Mj|nPXNnULtPP8`{Bi#_jI{%I@+bmAX1R7&FC)S}l@7YQo}<**%bC9;LT8
zFa?K1iaL!6itMga>+zu&*<h{rN05OKRVIguB*2Bm?8e=JBOZ1|x`TO$!PjW?pwea5
z&<rD)qtbXsaKz5WdgzhEH3VX##?)eSbc(=qNsIS|D0&BkEj-B+)B)6yS<UT<b3IP9
zluP3alPb@a)iWVCWE;D67^*|cG7g6GuRZ+C=O2IZ*~g#$`HP?a@|D%g#lWV|H!K$?
zux(jJmx<G6qR^JJ$&yLCmI=MMGktw+Y`N4^O*vz3vz9Ji9Upn@>h9*uV86#|C6MP+
zeZTzSYv<-xdcD!OH(|BL8FW!8>;sEtn@c0<9!oAM0QX_762~Ut7se)+rs5z?-DSok
zJi7j#U?Fbf1M3eL0x~TNS)~rpJ8N4AO>JhrbZ>Dm8uMHo%w5=?939N9RI`t4jg@mj
zkItMehWc~Kk$h%;uzz!UVsW_I7Yz)jV;7fZ9^P2GwzIl9H#Igex;(#qYU9fC#QM_2
z(!}u0?A+$+>Y3%a?YY_Qd|}+~PLIv*PRySgp4=Fn+?ZQG^YqKF|GBV!O75uk^?K7e
zq0B|5+c@foG1sTp*_1M)O0Mq7O2=mSr82LWQ49|;{m$-SkQ@v!dZLPI!Ig|@DU2GI
z7ZLE*Z!OSg#)Y9U)#D+=VoZ~<Et>|*zjbyK)MdhGC2%ganT)N&AnJG=JOtX%+ExpN
zwsa#Q7!(xQ)<{EjvC#;yGt}N(+uU3Ofiwe~92<|tVG$@$qIb2ENEm^DB@i%aG&};)
zNhV=%Xc!jNNx>l`T)NAsPWfFuK1U(o9L>fq&5t~@yYS%L&}>g&Iu!t2^z*Z$+auNW
zfxeY$e!0>Edh$TBH-__HHQs@~gHj#T?4T_V9{+!3JE-5m0X6&XF!0G&&QJAUo*Q~-
zdF;{ksq5QwpkV)-xPPhaH@<Ak->lz3@qP;Q>Sv!iHTT?wtw*;vJSwe>Db%QK45@{v
zbmJ9n7){yO&FkhE`L-0@62_}7M5)vsaO`c(J_p1dc<r`^A3r_u<hiBOv%}y&%^?@~
zbdruECz##XCm+7{#h*TT|IL^8W+r;=w$)gwAXJPR6oUrY2<QUz#5em(k8dtqov*xd
zcJyaYFMsg##s^QVy>oT?;pO5=Z`?-bnkix>na#kWC>S^$je*s*v>k0=AjoQ_Ov_d(
znNlfLASAMRcqR!>pc5D}j+B9>cGk2v9B)PwXvxZe)1T}u_0P>tO^;R!v2fhsDum*_
z(O5AaDS!!lCLd3febIhrr0j|pW;eFiPoG*?+gMp!Tix1R*xFrO-CbYWnVehbpPvEU
z_=o2%DKXsUwi>%h%OOxeyzSk$?LTs`si78r>_F>1-#d8wt+)T@zkK7H|Niy={Mt8e
zx#e5;K5($T6Vcg<-1prF8jdtH9BZsS(o%aA)=+~&BEd>8%N=1^gZSc*tZzh>EP};M
zVIs%X+uGu3Qg2z{bfU~wxF<pmWH|l|Ki#Vh`UDO=xW0<y5+aq-$z;NKe3;Y43Wfw$
z8`)|n>kJ6BuESvNX3zm-P3HB|!ckHT8116CU=)+elXF$t)QTpU0EtZ0Y(^UP^HnmG
zMBHVxko9J~(S&C*8VI=KOj;X@4uQjt;_!8BekX<1AXK);a`eF&L9!Q<=>_R<qTVt&
zmnRf5yiA-Ia-+Qt1W@5ZFF%o{MU!N=A8B_$JU*1!36CVHPG|Q(RTm5MMZ7i^v%ze`
z7t5-_tRNj_JM0ubr<2cySu8A*o$BzA!#;rIrUC+2Z;@B6iVIoxXuoo_qE33L0W;2P
z!@AvgqZuJpwdAUTzazN+u&4fMl|2v}50}S+$-#it>lexNA`8_skT>ODuk8H%iBo6R
zr{eKyEIzt6G4uFh=Gutq!bIAwcW7u%t*V%aPd$<CUr#yU?MwkSww7NwHB%Zdg-fxh
z&#Mqo4Ptvy>&!~6WwW`wR9Si9v5UR4bcGIK)Wd*($s}!X8an$2D1)=zl{tz?aX=z(
zl*!tW$O9*8zggGxElAsOzn_ySbtW=+qXo_tH*zHnT5Fpt0<pLN;`|P|1Zp#5BVlSR
zPS+V*0k$BKAp=d<nwr8%Vrf7MKp_-z4Geyd(+BSxV7P-wpu9xdVGQBGv17LZ3!K$~
zV{mF{j0O&`oiA!O+1kp(3^JvT!S0A;XyIO%-hWbUZ_znA0Ly?#K6d!<f7jO?s;xQJ
z&~%u=>yR69zPL7!Q5%97nWcryIff;i6bmsFOqZA@h<o&M0h~=B3ORm>vQIAZqF_ua
z-Q+Q)GJ4N$zWlSNUijkoU;OnCpMCM^TfhIw!&6~%)~?+c>3Mu2wq;?Ic-<ZzXED>0
z*DHtJ#)qc+pV^)}HQv`B_XJIHzrt~5V`FD)IchWMy4yKNj?P4@zj*n%$#62Lv^k9-
ziO??LC>~y&f9d@4`K_^$e(%zlWu{N<QFCKv+asr!&Tsj)7R~FE>49W2WK@|HL=vG(
zrGm2=EwO-jw71`{O$c$qj4OI+eI)PpOgas7qq$5rJdpHXn6LI%frMI$N@cIlGnh^H
zB@-c=-J($Hgd!b}2YU6Fmu9bQE=&)XBZ08jlh|6nc=`0T)9a^pH+IgQyLjos)k}Mq
z&+S|ss7%_d;qi&Jt?etP&pdqQ%tL!;AA0Di*Z+9+jrXQ@wnirnjsSsWq;ot%O+xO-
zYK>*9t4D7N`D40t1teBsLjh$Wuj$L{<4J+bK`G@76GI-S14I(lRK}TOlZ?JR!e)Vs
zr6`3GZM6|CR%B0_uG6*{)LlvuQpji(GHW>08XB=)r)H6f2xw;ulS=bB0q`s+Wsrm<
z3>DfAZ>%L^;Vc%JM#0hW-5fjyheKho$S!yX8Uv?Lae%8up<)rpc02(=!ovv|KtF|X
zsaTbWWsvceJcd;%&WF8VPyG2aE9WN5gF)*^*m-eg<nr9u?w88G)}LRlra{>b&e}j0
zC_9*^-yEiY*_pptwgYhoWB0Fm@?VbK|2C8#EZ+3V1Cu=1fcqbDe{6mF`u6OXefXOL
zcQ9)ITXX(@`twh0PTbf7p1RW)mR7VJk(kWZsVp*cKprZ|LgQq4u?26%@PgXVlr}mo
z_f+^Qx5eUIpBew*ljpB)0;^=-3lGmfb#dmx$^dwWJbeW$!jF68A~}@^E_>&9*LGH>
zhjQ`pWb~=Ug=>RDFK<u3a(3?J3oB2bUAVF~^u(#rA3Z+zyBFtw|LV-|o*Vt$6T@$A
z^o$!BdPJ*($2W`QeuE)q)`kq~h|Qi0hOIK4n9A31l?I_s$5*S^QUz12V2R}%iCPR&
zYm~T7Ozr(OwMUysbY8r#UvCV8HMV@F5OjGQI+I852v~dpi_<8V>oqEi)#VQt!s$_8
z&yYV|p5NM8J9T<-ZDV;A7~|LHHnx}6_BK~{rsn6y)|P+x*1H!*c9m!zfsFOo9effS
zS_eP8ud%rS+XZ2@HIQo#!Vc{_ar-y#yyahS`PSF}>+4^;<-2#>TT|Cjd#wHLZ$Hpl
z+umB!)!9fucCug{WJDKMXOM-HYO9Zwt;(|%r6<DngxKk#ED$C4RwN)sDI8(?!=x|}
z%3f}$z|WRd#k?ls;k(RCwGz+c!WlFulK~O%fw6~XGJ&2p24uVg?lYK=BfFbDUO+YC
zWI%hrz>mf$ATT+U!o~{tz7bZo%;@VECwsUS3y7oXQYhgJZUckgV6b&7G!P!Yna61d
zQp;h%J39^`(I=tEBMd=nD9x-)2%<SmBuy<3NJqv2kA{|vvcq16*NXHz(Lj!qJ&aI{
zlrDe>P*$>smPk^hs)j&_!sDFOsk(els?CJcfvKg3=JA0L8+JOX@H@qFF%iH9Oa_)w
zPq3QN02vR`AOm4MSjJBz$e9$qoaYbq$+8hvPk<5eQz8+1AV>iy`SOtTA12>_=Y{@h
zmHpC%r_Ma}?1f8Dp5ELYEoI|2FpApS7&`Nt^N;`K=Wo4m{qn+Sb$5R77te0Lzn6S|
z+P;)`nRO-|-J%n?1MbY#;=&u7ql7LLyUjEeNiFtTie426X9j2pJyjn~MRH}Q&7ZdE
z`c^7SKYsK2`Nw<h4znCIqg^Juite+K0rw}IX|aauMB<}fKP(VIn5<BdxP!;*&>Olk
zd14|B1uiMIv0Z2DbOgEsNutHw#S<N4G7n0GwN5)S7NdX+ST6q<Uw9PEbnKoE@EFg~
z^Ccc2dSK9p5Xk*5KO|cs1!82GsvC%JWAh!gNB2vmT}CsK$~f7LJI)t%+1(Vor(0`k
zMRqk)sSsxnAIQS2kp`WsS)yse;P3D3IMCMe0F}}tQ$nPgR=S`CLm{~%gP~H7E{$XB
z8Ys+88Wl|;zz}T>&{_xu0cR25K;qQ`kIfKGc_Lu_d}?rddt~-vsr2;t$c^>Qhc7<*
z@h5-z<7dD8@ZDENgYJaWaOKkaZ+>+BvDw0W*mr4u=KRe3WGY<sn0Bg#=T5I~45k8V
zsZ~N7%~n?@CZ?)`)p#mt63C!!+lj@uFI)(UBzhj-26lCY8lzD5*uv=38)IjdhF7P1
z&(5ayMtpMx-?{0br!P!Cb~bZyy)au&W;`ad6vresP^rXJN(<TnpfxvA9xbOAT)M<`
z-@*%5F3e~9f_h=hV@Mh;qZ;#WG+Zv{Tn0}cPZ7~-lRmG{YEuX#61Gq$Rv1O%N;vr7
z${g5LFQtQ8l|rjE4fRiKF0L<*PcDGfqM50M>6v9v5lzhX#BvImJ|4|)t)IDk?%I`e
zSD(86+{-_D@5A?g{pnk8pB@@h@XZL4jmA&P_-Q6T!<Up8d>3C7(wSTipV;N+xZP%p
zMU(~G7CA*MLLIIOCq{+7KxZ(C9hlVgm1TN$3!4S*Zvc?dArzowGBmg`Disi;9xa!2
zN%+kU12pI&yKMAuP-D=FMLcfU8(x{)Se;o(dTk~#7lh&x;hiELO{0~FgiO$irz2n}
zBovE7B9Kr75`qF5qgXhR)Q#%yL}OtDY!|S~17)Y<;Vcr0hJ|6E&1@3du2)X=rA|#%
z7E6he&omr$otqxKI5WIAQr^0mS98-u2V{Ne%gP;;?O$p7&Brl-ZLOY}88|yLaC*8Q
zOx{7e{;O&G&AI$QVP_DG+WSs}_4bL%1rRT=FaoS}VA_7OPXDT4zbWp(N_TVee$!UB
zGk1M!^7(UXH_o4$?yDL>J{m_T<4TpLkTx-4$ZpAf^CW3Z<t+HK(}qA*?a0bCE{#H&
z^xD@ahbt*hKCGV|h|CWprut&5BZVs)<2%!Z>0G1|cI89PVmy$K2MST&TsimrneE@c
z{M?^^{OT`Xc>MK8FFkc}_x$?I*_Dx39$9(kiTU>)8~^2vfsdXadt)Ozz{Mz<YW*6O
z$6?LI!efa@(P4Ee6<)o;Yp_XKA}LdBlo$+Rosun;GejZ^SI(6vMM^f2-FB??!0iW4
z9%^Lr<k4b3g{bIBR7-_Hug$9zDpdlFMQM$?gHD5i%VK~%bTGgV^$hw_{eetrc4KR8
z@AS&X&g%N+()z~i+SbzA?)viP_{`Mw_WF<Cd;fI*h6u*S;PK!J%p(ZUt)#}|NH~Oz
z>f*Q5lIjj2n@+-N54Ie+`}m22_4nO#_`sq1wsuTYE&R~;YeA?^-C>ZcL+<LJHa9>U
z8=851Rx0O;^hlC@3SWY!F%$G=QZym%$p}IbDu9m%!`w&$#C8$9Jw$(omaE9dMs3M3
zUnPZ!#SpmyC6}S)QY@L+tWx51IxGNOs?|`979kLJwn7gZEL1>fjmKHBDBa`5SzYj8
z3hzsyGF5U31l{zqKrD<}-Kp0j)mkKz+dyI*S6Mo2KD5pV7Yf@zMu$PiAdy<Tv2}3F
zNxlr>iO@4;cBaHq8=z_}WMD{IC~#eNl3ob_6A-PuL$8H_j8L5s>ha?MN(p=>1MG{=
z*b$AejarZd+iX&!oEE%MhcX%Q77Nv8;}(+EkX;U1AUYk(Vq|y##8U+U3;6CJ&L1H<
zJV>XrE0rLp6O?j65D!seeo81vipJ^T2+i(5<%`_EBe?&tr~YY`{e>rAyZ-VUue|d9
zJMaEv@8U|)9egwU+{f>H`uVTl{r#_h^@|_9a^vFEvlokhcx&;E&A@I!7c+`vB9V=)
zw{ui>rC}{K^P9&m791K4RXY;0tQB=bPPK!fBq1q!qGVvqGrg<xrDI{s=+)T=|NO}Z
zKmFCK!^7jrNUk@Njs!G8A7Ei~wZ<+iX&;?(Ae+NyikNr?WwGHUBG5-d#(O$E?sko#
z#T7>SQ%Gk7YVmXlrEN&mKC=l1pqzd`3^>viie@(FxLnx;G(D8)4#ly77|8=t8g%VM
z;z2gIR&Q=I*;~yHxKss)Baa+B_}#YJCW8(eP2m-KaAiHI)FYifmOz9!aqOPD;}0O<
zM@8}mM+jo^H_HvRdTUp6%dKSM38NVuOR~Kof>2%uMIJhOvK>vZ@O3(M6r*-ygd$2e
z99nbqURcZF#skL>-g!rNM?Hr?RST7wsAqe&@3C_W*Dvp$9WOsK)puj8P<Gi(O2>28
z-uUSA&wl>npFA`(w$b17%;T3o`tVmTJpJhW+}bbRdSiEHbv&Qy^E)PcQXpEq*QZKZ
zj0K<ip^f#`N`5$$oaq}H=?@wO%xT-=OPgo3EU;Bew%ZLxjn2a7@8rTa)<#b)jPET?
zUzi=ZGMl=(o_%Cv^4xsywVlBkz!5jF15Rqx&*Cz=F&LiJtgYnIz4<^Qp0(REI#nR)
zsy=o0k;$PkiH7N6a|T%Yb*5>9uaCO?nrJ3raoZG1m%(UK>m+=sLZo&X9ob-TZ+h(d
z-pWH8(|s{u%g`^(&rObwg9>VOYIJdIXnJ^Xc5G~6a$<65B<v5X<QkjFHQGNmUKtt4
zmM)(<`^g_a_~;M6|LpS*H!2ks$$&z;@szj#8=??;kVs2Qlbl9!NQHKlRI5`fwOS69
zRU3$c3Pm<NAeb7b_E)-sp_XuhT^WjcJQ^{-8*qMQ@-{9PtUaRnTnrfTN~92*9fWgY
zOopzohgixg5)ql(DK+TCN|_|+36}EJm_O>!sa#s6->efbNNg5CAfgNTQ~{{aq3w{)
zW>BqTaft427--95K<*qKiAI0<H3~++Ai#P%4cA4*LV<rC-d>A@G*SpCt%MbGXo?|Q
zZ^$;54uA&xh3SEFfbRwXF@rZp=U<6CsM&#J15F1N`p)>xM<DCx0gQEF1Vs6rneGQ#
z4}Rfh$9^ck4Qh4}TmvHMzEpOQH+yA%2>9qgV*HakbKrdCqq}LM`%>S(`r$LX^Dkc9
zzO=d&vpYeca8Rj|QdmNXlWnSUozr65AWP|Wh2qJ4pVgO87y}>(RV0%sWMZq@A>#?P
zV!mA?4Ot9Hha+ya20)6OLAp?i?@W~ED!HuR6?fUI>BPct<;jb?pMLy{U%vd(h5040
zO|!GGc6M`bYjNem`tr4{`De~9{_M%Q&)(j7@9O-df@ek|EE18;YVg@Dd6z3^wW^r(
z_G8D{c#@C~f_!;KFj!WYlpL81C_9-W0C_M}E~*_>v#;j9Z|^&NUk#lt^Y!$iU>s0-
z43x&A{+L3f60@Z`sWuf37t>L_My6CK+}>C;GvG<|`qKHym9?eq-Ia~K^^M)-^{v@;
zpzJ#<3oC<T!!tW;KmN)4o4t$FIzn4JU^fU^XfCo5Uw;_5C7CD~tKm4Z?hv%S9tCaa
zhSY(jNK{)Z0)eJb=^`YAbmRv$b;p|SyQAjV1D$mznopiMSXXz5KtLsWT%|!vpoi~_
zu$=*p)k(KliGd)^WVu;xINj7}k`_tfoDrleflKvrM~3y$AcN1XWAo~P0X`UHg@ZyS
zy;UJY>2xTK2BuMW$s}DQQbRlPpj3nGt7roOirIwF>$}WOR5(lZrqHQgLZQk8QImFi
zms;6s(7}yHwB1EvaO&jd=1_+04&o)!R<WQHP*+4k5aw48Hu9xvjNXj)g^AT69rz3C
zXuliS^O8vp7@c$JZ9G~tm2iU1Y*2$ObyK(9jxicwphcDfIM*OC9AFjGI*S@_R3I$6
zZjHQ4%!jCzWSxzjPnrW}p3};5c>zC;7IV<_;ufPFW%c2l0ld|Pbh(kKBn5C|GZ{u8
zi1Yd|0QD7)gXC}$NUBdI=>IVJ{yQ)9Ppj+^Z?#Yy8XVZ!SUoc^lJYB+FX~VK@x#ym
z_|a?c|M1n1fBM6py?o}!*M~oP1MI^_gC>$m#+LJhA->K-VaT!AK6CobbLXC$EC#*W
zv7})uubuI#LmVX$Mv!y@i-ojzif;6~vhIbK_FnqaCm+4@?(@s5Gb7`D1LKZFkzxT<
z7n3aHcdAqnA@2~#k@NUrR(Cy<x39MLJ4occ27Oy5(;ZF2V|lbY22+^oS)vno^5IU%
z?U67s7D4y}5U&>rcFmM3NG>nV0<s}UUJ9eEZj?rk779RQT!X>V#^yBf1kEZ#14r^e
zJM^ylnuBygTcOCDS`r$aZ7}qG^(}X`cJ6CwIdbov_qNp^Zf^KK6m}0+&`f97wnOeD
zl8)8af15!+6iDF0DGruUd;534_T5{*ar>>`yYu$@@Z=6h7?rE=<qFKvgLgL^-$%!F
zqFbO%M-IYT_Yu)2WI{wD!kZp8oZd{%js}OLibuu*SBJxHr2x@^@7JY&^Wm>P_|bbG
zoL_ulBK*eHtxtaU(TlIXIyANU>dViEU2zcf4n9A#ZeNexkamb(xOnl2y~)>4EnOap
z4|%)=U%cGsiFjRJ!Nk_Y8k54NF~FVNXHeUD2;7*%_{!O(-Q~%ZxzP(tBadzNUD?c^
zo}JpBsm_mk;z6<5fCqsX{Q$jd)zvkT@4Ne0IykbmdOjK*V{jc5x>U;1j%4!|kC)FU
zSJC`wnstDo&%x*#4Bu3qw5GFqt=geC=)q*3BbA9X9;>H6oqlL@@#(WGH%=`tSM&43
z{lEVC`ww3}pYYk%#s}9Y$5$t3x0Y6SH&++urb9kIcx{js;<Y%{e2I+4Dg;A6dhyxc
zfAZNce*NB1E+y(#pqq3^h!)!=rJ-!tF1mnXv?z6Y2_K}CTGb+%w4O-$K`6!v_zA;R
z{^p`;a**Y=K@CPyZ(q`2P?@w+kCSe*!nJD9y(FuZXz*cZwgNx^$?gU{$xfvZV%8ER
z0u%w?*4^EXKy+Zb5eOKh_W04Z`Wk~moC<k43<4GhCDV{}8j4MTvydH-jz$a`Mkb?i
zI5@f+hQ%PzC>W+2eBFgdqbPVRoq(ocfwDtrco+%O(FFx{Tnz}H=hJZ(wJ_$=kL4qK
zQ`JjzgO_Iq&W-o(4CQW?;a`gN%~t%ECV8OXK-NJM9+c`p*)J`Qf&=2<z)wKg4!ZH+
zfFb)SfOj9O0A)WjUOGEjzBn^*ZF%hR&FLpLXRdF}04e`!ybdPp;ES6D`}XX!yTDnu
zwmLfG)`6zCwqP~b1rjdHf?%d#tRhX2k|_M3V)lCi(L}!^G@^0$YrJK1u-9ozI<5Xf
zCR<3wOR3agPqq|_BrN8l&$iT`S{}$O^%s*MS5+bfcf5`H>E~};`}pIZKD4oxG}&TS
z@66E5`qJLi=)zcebZctv!SxLQ1^(sZ%hy+j<6OEJ3ZubbJPL`4!>ZW4tk;(V?2z_$
zS~rGEW^u@DEm*vk=tMLD=!&b@5(btE_$*Dwnoiz#^1fU5-*fvxG=XjQCn;F5!x$JH
z81Ky$Z6=FOsWIy`POB;&F(e|6u-}tP<<i9=Uos!e<R@2G=Qp+h0%mn>XK@WE`}WGl
z?&`uy|H#11&icDQ`RQVM3Vo=np{|*RrLwvit%qChzw<D(ts4o$H=S&2I@a2FqNC+R
zN9&2U`r{2?k}g$hjTR@9%HMzc1NYu_?`_|@Z{OX=+uH$is+BK7fE$U+t1R~GEJ1uQ
z0}^E|iL^|k>jI@{G(pXPZhV59@8$MYnaLt0TA(Hi%u-35O0YomhfLG%^y2_6rLU+I
z3xGAf+idLCX<-T(gu`gZqU$mAlR{-jWk8omaMa39z)^L2Nx?Kd+Di*3Q2@r;KOjmb
zXnIYDO4jCal0#u0hu5ffwDj~dQw25%g-|PC;GgAj+c3mqY;lJ|jRC2!fYn~eX$2f?
zW9>eL0tuS=;1_V+wfOEj4C(}v(W+8mTrNg1z;akHHUlE+CxgGokQZdXn+-CYQqbu#
z5u9c+lhT4gGzv}KkpSCg#CTj-K%xnUC?Nw{#cp7Un`8#4$_TN#!J0D(H01lrV56Dj
zi($hVN~#EOjdYM<8;j7&h5zfI`+NKB>GVW@|75YaJeD3F%=+R^(;}(*;~)R&ooCMc
z;?1W%dH>}fKXdMfk1u}qn+JdQ;e+wAu{2zaxKkbysAwBhDELCp=wsU#pUZ@mde~rC
zb}FaucQXw_vPvvVG7S9=OD;$=YrT`%OFw`97k~J}2XDOoOu8r!WvHnEVx$ZSWYOWc
zGT_$+!`Nhm4YJ>(Nm#6hq_=dSaNp~K9uE82Lqn|c1lks^lN;-$+D?wRkwo7|rhUI$
z;>5xjo3%L*==S@`EOrf(b<`imfVVEF*(Hhw3atj*X-TAG0%40p+6h)d9DcaQ+$2%8
zft``58Rq0X!5eMsfbRdn5AM6;_Ir*U+lRr{A3t`-k$v|b-gno5d+$E>z=_6_tsrUY
z#Nqo9kmDvDmal9^5NZz{I(X|Xw|)B?|8e}@yX-1%F2NZeC8u)`p71E7?EnVW$|X@y
zjYw2$19+3i6Iibw?(w2RUeNeGtdzD+6}0a>Huc_9tJQp{tqVo(gg<p{`>npgPqc!U
zm@O|>!#{uT?T4PfUL9Y0>zyCE9Wg$O9(6g_$7jzhOf3vVR;&HzW(qG>q8EBJ(}}=^
zrOltb^2qMuQY>;2Md01PzlO&%6nd9j<~;mpXH3X@@!Zn6z3G|h-1c10m9^e;Yg3mt
z&Ys(;42_VSU_;QSE|pV-ieI4Mo;WG0KTeH%=RA(I*_PB=LsSmGsSXCvC%_RF<%)LU
zsv^gVr8AoEJs_*Wr~6m^L!&;Q&#Kd_q-q1$k8_0`COg=l0+F_lZcIF}G56r&?1g2p
zEp>ivdW3`P5)n`qk=U=dhn?PJERgGoYn8y4YfOe?M!DK&u&j<woSR!t8+=bZ^y<dU
zoJK9hw2+x#R)bUEI1Dm`U=ZW08OcOHb0{yGskqi>9hF|H->Ecd*?t$UniW2{UAVYf
zw5domYKu_Xjl(y}#DK<*6mn{$q6U+pQzknmlHH%o5hF>OMA3=E94EkQNSG!RydDN?
zfFoK#M;!^OY<MH03;YlQhqUsT6b20^5Ha{7kQUO3>8K&Joa~0T;xRA^p&N~Wbal4C
zp&*L334`n+V7h4}5|=^aQ1K*mCkEC?>~5oxy2zw1EUuG5!*Ccl78#`x(FfB0bBiNa
z7Kbkb9_vK!-Y{5v``c{&f40{P;EP=lHv8pPJ1E;PE{p(W2W9)so;(=1kM-TG>qknU
zpAW<xl<m92#odv@>G8gcvjbO`Mjio?vzs>u?l;|ZU;5;MvIC(9KY4O%_UbZtM^!RG
zf7WFg1T=ZON5*q^(=%{tjxUJy<;KGf7X=M6!xQno-C*^yrFhy|T<;&8+u1#{ySuTq
zK7aAl=B2Imt;x|<K(v`GEmRX5qX11?jc9co1lFrHKJn0%AHMbC>u<eqYHq~Dp-IWa
zsM|YG9vm5*0OaGD%HZ<Q$mOB@=^kfX#Go|Rao`9p94RM~@f{FE2b4u5ngkq+R4k;@
z5CDCIA*n=4pzIQch=XTvaP-c)_7ewA?z{c|qdz#d|GN*|b=&?f6jkqxqG8maJ9hc}
z#p&@;ol>Szh|(!vET;E)gaNn4Z8HY_Aj2c?jb`G-zWJ>!P_r+spIThrnp*;yvYV^G
z^0~4;G%>VrX8XPOe>R&Khu+(K^w41<0wW}`fi3?B-@dD@p$+^$KlZ?(gZJz|c;Auc
z6D>pp*or_&rLt%;o+}nS4qr!Y+rR(YzkTE1zrF9?g90JGSkd;6m;+%YUyRXOFy0<!
zc1T_U>qjM3G)9j^fPIc%8W0yM(rUkOcvLtrF3JzGlLdNDhSA$ANTfLy57raHl*&v1
zf)NQ?Kti(HNiymYN?DgiLDFiNENQDy)tUt;)n2(q(J7U*xx5s60M}FH<x13Sfs)P8
zGD$iJmo^*Vkr10gJx*iP@U<tLiJK{)-oVXyw?T^{k&b}q4}lVDG?ApjPA2W7REVSz
zkkA%zJ3Yi?)Y8ax-SCqr81SDoQ%S9m&iz=-5t#&P(W6~vY|uplK)21+)ap#eC?oL6
zjV3wLrp40<K-pVFHmJ{sN%*=G32dRCRVnj>x-PQ_Lg%%pOaK{!@<%CPULT4AlQRzF
zMeCgHp*%HP;e``qK!lHmX{Eg6@08O2u&4fMYxd7R{WCb9{`yb9`^ir)J+hpR7|*iG
zpMUtX4?p|#)3@IJ(W~dj2JPbk{vWOn{_36cjD=J1xjk~vpo*>H)i$we+WV!kN9Wg{
zaLo7ddFw9yPEK9P;6g!u!E=5%^yv2LxWy^w^MaG5>%V^CH}BrKQmk0znvQ&#)i+4f
z+K#&-h{~kZ<QHn3qDT}nJVu{gk%qHqg{i^d>@wNmH0t+9hq!h>-T)YCX;iWgl`NtL
zM)*E2qL^nC@&G*4VRwVJDqy>}i)07wHl!P562{0HC5le2r&CTKI-4kXg5ApT1Ta=F
zaNl*riU@zYg(tsHu11K&#6yQ}zxSU1I<W8VyT5zi9sm9PgZu72cI4js?zyG*$iDWI
ztu4oz+Uxg|$=?@9_eT?4Dx<N!Zr{QE`ws6rRCnYsq;-F>D2t^i@eGB-sbx@4nv4`C
znZ55j$DKNAf01i5!Nsypg$!>Kv3s?G)0xDhOB?UMaQ&BWUi$G%TbnBb6guw*-#xh4
z6Mq`V`ta`V&*}w#D2=}S%3~8}&R$!4<+p$O-O|!j*6W$?t1ORAg!~?@O5#?C4QS+R
zPVGxx)tkfBKRx%#Z{B|4#(cUIQ@gnwql7h>@obJ{XY--asC7JUIz1jeKcAlI^X9y|
zQq;3HGqAqU>y)EstAT+^suWC21@h%!T%r&Qa9pe2?eeE2Dk~PlYCZvJJl+OJ;Og5T
z58T(pXr=^@5WNIGj@aFC_dUfLY#BfTmgk1X2U3xMSq>~urhZ^pXR&b5j;Uh$>eAE`
zo70bPja{BEFBSrMn-rY!m~|p%D_CU#3De1CSeR5Uv=d!ZLu_krJ95Gz)84px{p}ZC
z3)xJt#`^k055O857+8GR?p~Rgn;o2xvAIqUWPVjNIVT7P0aSu#H3E7T&t_Efz%G%N
z<FV2fN5J*KM1>!}^P9JG8HjA2noF}{L0rhw4WhIxT7<>W)svzYL2{83O{bjff*j~Z
zp2VSBP8>N1X@$VryKopZi3F$6+F3jZnbn0OLeR)|LN}ZMheI10>JJ`hJ#iEV3bxK>
zL|ZGYslBtlwXMFPrQu|A1E}8`+nd`_olp)1%Vxj;NfVE0AfO=_NCyksB_zQNe5!^;
zl8}*JHMc+JI5S&$aAoYu@)!uNxtT<F6YG{+@6WD*Q_b9b?9YO4*MVVvFn3esfk}R<
z3TEy%wf=vsbN~~xKJd3Zd4PcfL3V&R1GqEi05^7N?4i{Oz<7ORbNaC@z;OSP^!g<R
z?#9LCOB-YJ<;+kbmM~jNp>Wjcmx&B)o-JSlyN$W3FA}kM7z7rbE>dWGVr7KM3yWoG
zg8^)UgT+gm+v<w?;(*PZjHLZu-_pX=sqyg(Q^m{Eh1partg=Kbu8TV>fBE$<uB}|#
zUY#CFcw9`n5RFkP6{S*jC{`?(0~5LObS^Uy_e~{y<1tTCrxqZ(Qx?a3rMxvWyg1Z5
zl8R0iQs-9ZK#FZO8#Bp;0uqsjC4eOsE{$!JTX|$f!(nLM!M3`?&BqVaqhKVvIfjPP
zBR$DifB5Qyr!V-`c8!4R4oTbzaX6rMIJK!vDqE-k7*!xy%vJ`cR+eurv#)P1tnVx>
zZ7nUVPi(AD&dn8vs<WrI-+lZ2(PRa3q^{+}Q4#`fQmBsaKlH7y-_m@tm4c#o)OFo|
z=b;DgIdsomHIO#8NCZ&MHmy!-)+u6+sETI(`ZvDuumAEdhYuV!>V(<6%ojxlQxu0=
zLnO)hQbDB1%v3ok;C3rAqd|5whRK()U`xGFq)$vJheuSQC?s0|@K##BAMXm_0-zI~
zU^tBsurj8x5%o5@n1__I5CRrNq(FL7!oCS*@0c=C<VDkLrw41bBHT`N&`ape3kL?7
z3zLeG0xx8R8<kB4Q-{_DSD3olf)1Xf)nG*#YzU396Kv0gV+^AS(*@g4AvX&I-E446
z!!@BXwOTFSVniF19a=$)g5D&cG*bu-=+1kY-G?Of7P%0`=Ocv@Ku)9@wPdxZ%k6@d
z%fdoZAF*gW3a*|Dqjev{!W+4wPLmyPvcN!HHasYr9FaTC5Q`q>bCNxFGMJ=?l6a6d
zR_NuX;{w2m>xqhoM@-o?$KyoWouFfncO=;VF!}yFFZ55V><>Qj>@zps{>dA^{OOzT
zKl0SY{&KX6_J8rgXCHq4#b>|z?2o_v(XZZq`PXl}^Xcz?{o6l&Jo&~)D?k3-=*6e=
z-pPzII^YfM<nqs)8^4jAdiTuEo7*e%8ME8cYS45_$r>3!W7TuTAVHfG80owGv)4ZQ
z+1sxVjN25tR$l}eO{4q?SU5*Ylq5z!hsc9?JnaKRAif5rbv9ap$V^3?DsUa1&O{23
zJ~)XYCtd&n@=Yr9VPJ;?D-|vmOszepHP&j4trjOVTf&8VI^7<CH)>)q9}r8L=#-|K
zqqm<peoJ%9xADY-N=;|9hZ4==6M0H;KrWVdAi9ry{|C3$)gI|=uRC${-aEhhAK$z6
zKkmQh&b#mY-n~Eg*6~B%J8|Il<M)3Dhdcz3h`u1Pt>e!7ANbB)x8DXj_CVR2YYy`{
zZLuW97lymTP=^x%P-13h8`u`P<6GbDZa+*w+<$Q2w_%7{xtMAd2&Q`?yZxm{m$!fY
z^7B8uzV*nt!PTXT+u}jr2YYgS_6k$@lP>WmLjQ9;g-j}_(YZc)^pC&&!|(Fxgk36&
z=!^iLozEsCA+XP8R=|-@8&y9_x%OPvlEDV%!K-=WO4W60u(UDJw>*?s8;orYr`F1m
z<v!o$09bshP8U6PDFcL9fy@!NQBn?QpS`j^H(5?utV4Ehe<YwYNj-84q7B*H3akjE
z_9l48i4Ho7D&|V=xp)6Jzy9s^+ICHCw~4^w^VoK-<oVpf&f1yE#9~i2)tgDiT`o17
zBcalwF2~yR*r~aRCpMR^?<_oiYWBwY#b+)oKfXKt?D^#vF0H(FZR_=iw_mxk31VAb
zJiocvn^ID7YyhC`Y;$Q;E8}C+)v}2C|FZYqQElJ%-guKVadwktFYj&k*4}&XJwX#m
zXdwv=5C|jz5=-p8_XZn-4aVEC<HXs`YSN@_(sZT0?Y+<KdVU|;=brQXtAF<Nk9+(*
z7%Vh=u>AVG->(HK;`7Bcf=M9;sW}V70DC}$ze6A2y?b}}N*GjMyQH0|(z<H3r9`Rb
z8x(All&RJVZ8BO=%GR0{>cM2FJ8DLz9Zo-#?r}-xmUYp3jK2aF@)H7Hs@F-gTS4Y9
zs=^PPxy)h>k<Wp%nJ_v9o|$$sKRYMw<mt@xGX(`{SX>sJRYal}Qm7CdDvv=x!Ll>6
zj~_$j=P>YS3KoV(<RS8Nq1k!RoP20*PC*W^Hk~K}J}5XU?@T%tmdocLWD>N9kLJ>`
zEIh_2<F(beCQ@;LQ+@T7^F4{xp%&1zvN^s-pl^(HuJ^YAP+r>WfB8GOr{c2!+*5IY
z?BGwpa{eDuc|gtYsp*E>!N)x*T@MJSZC>hX0kv^^SJ&PnEcG<5^d;8@nlFrXgABqe
zbN>(7LDMS$_q_slkUe{L<j#euOLN1GKsyM7s_67OpI@gkE9CZQMQkD-tF_o&#TE%y
z!R9EaEM*~*e<p{WTO==nXy9-qm24njG|&PmtVoGOYLQr_s>FM4Zggv|>B4k;btpO2
z(bC%#>1Znd<jt+Ow|3X(hsT?vwb~L5nIYr~^g6@Z@K{e}Ra2F>x1oBv4FoZP@cf49
z=El+bL|<Kev9Eh;eq?)YdUtZ|`ohLi-x%m<*;zcdKDrQfRtr#ELN<m*ps+|>ovc*E
zP%`mc5{iO_<0(Y8LSn{1>HQNUKmGQn*S9X$T7zbp!r~Ac>>P!Vs#Xg_)uFojri#jX
zZ&f_j(mpabJF&1hwXi%gvp6}qG&i$6xHvyJKHfgiKf1Q^<riOX&urA%E9(4y5Dwuo
zSx)Xh^5lb$|KQ=L_CJ3RaCdp>MNjP8_we^0e)W~3EDjf-c5BKv&{JLODKiL^&p!2o
z2k(FIg&)3n;>c@-1+Pk#1vN1pnNFZ{iosf^qDEQQD786orKPx@9%C>d9T+VMhC!VH
zzA?d1CZ$z1n96EKxQ<yJ$C&LX5HuHyii2)yi5_9|aST=lo1Vv|fcYg4N6Nr5(<Qq6
zrfwjC5!t;&APEM=$CZ^7pBEF2GU5pk^`P%>RXg=XQvMO6xzHD8+REuvdOC@ARHXxM
zVhkX-y#X@lWUp^fSxU(wVIiHC#pOa7%pwT%u+zy6h4=vvE$E{8%v7Tat5IP?E<s~Z
zQBlfb5;GXoe6a|lRZ*-4wz-6?*X6dfs@yg{4VH(`I#I$!RJ!G2E}jHDL|T;9PAo4c
zL?f)`2C>gc@Yuoen_pf=bGbl(9y(A>0R4;=4u+CbXw?y$n~b&9GJ7e}T8gteaPHv$
z=EncCZ9K>ZiB@$b8+&7sj>hKZh6KoPb^qm)zph-r(vq6p8D4&SY4hW=+kd)u^Sl4^
z#TVDV`q^*)bnk<=$9txhC(eET@uy#W@a~P*mw)}ikN@j8pWWJ>ADfOecNjb3?(ONV
z@#ayV)#`Qo;*AY`{Vk*YO}(i|v`Jo4TF^CE+}tG%MJWa+RH)4rXyJSfx~vS^nv#G6
zt*rtXYT(tjDjY$QuNv>KfmcOAl04T}jW#;Y6qlX?{i-f6-fV-)lqXrd!^I|OU4qrv
zg>CG_X>~{}{+QNKq%SQ5Hui$t<8;;mvm?!9%eOfR1`ArE%;rn7r7EmYf@X5F(lcLr
z<>lv3966kqeKhUNGcUjR(Eb-+dFkm>2VOk>@-t7r@YI8cUVajmbBawSXPi9sgC`z(
z?2&y>Kl$`a&%Stc|I5()gKAY?s!QC_&u?g_0#dA@iD+~lMc|*$$v9qc<|GvbE6mP2
zdhE!t{rgFo(5Tr~S7IItHSCOxeXzTD?OcCnb5)5(UzANg*VjMJ5?;ulojplyLo#%H
zu&z~CRZluR0U?W5t~G>9tpS^*G5~sV+)5^gd@Ap%)A{3;NV`_5r!c#!!<Xh0YaQOj
zw&+TK!$NP(>OkG*X!2}dY^A$;y4m&4#gVD@sxk%FBoNlxy@`--wWsO&>iFz<M{CeM
z6!1*7)kI=WHBFpzA_s@2lJLy@v?2zATIa4zR7J5cI3lkAPbCSUXf1<l)Egr9;AUbb
zo*HZKUu|q`h*g1nZ?jvgZK<lfa&G0?`IW7i;oGazchAqizBvclz^|;1zHwph_U82M
zt;wrvL)X@aZ*PnPpucxv_UuS&Yh_tiop&HnwFvUhr~9XSl3nrOP)lTWtb2K+dw!tf
z($dVkS9i`&kK2@z5-HwmXW9(ZQnd&Oq`5dQp%4X1d9c}RL>85fr1iwZGu=^ePC(_M
z{T1q_4pv<pQx(QkRA5~$Ah@O2Y<QJAUvEH~%`};mNFzf)(HoBi{(eXb5d$mAD=NqV
zrgbb9f+v7~MFluaHlpYZ1q+d|sUi^LLk8jSBrX$AA;YoALNp9QK%=O56d9a~;5h_D
zA)5%)@hChZpF+rE(DE770yYJ~A)#eVV$^FMZHaZ&g=*~jdXK3y;$9g@ZjN{EvF8(g
zo1@*JZyi*?EOqY<?*P;Pf5^V4lm7>+{tun}`LWKu@cE$>aJaAZ>~*^@_w0c?82rI8
z;O{2^Fyl9F47Fbv@3}PH56W1tFOBTg!Tb-n-&`Ad<NWxYvs0@*ZFLp{2VNi|;>$|R
z7M<H`a;5yfn4{cPViR+eJf2ppv<Xypn#hb}>Wh#iX*nDMRY#!cphy)2sf7~^MR+xw
zBJb#E+PyHbwcIh&7oP?%cp^13T6gdA%zQ`7#vE83jJMbvA_Rd;Ws3!(ODl_ax0Wuh
z_FvtY0UhxlT)*(~&F!Duz4`TzK3W?d9%!sv9BjF@KK<s}(v=y|I6u3)IKI0$d3$5!
z^88$j&(A@ii5Lt8N8!^1JPKC~gkWqAuq!I%T1%-9i(-r|&iwp0Uw`!0hl8;mhe~g?
zDge99!2!z{%^&i|6K#R&gr{;3*~b?aCl{9i!#*~<G&Qw2J+;t3H#;&l)ipdcvvvNb
zpMAYGx)w5m9EpmSx`v>`!y?l7G_IH}GN_C;y`4*A9eM5P7k>EU3(q}|L_z=&(b`hp
z(c;kxD7c*bC-yz{<U>!r^wdi){NSk<e)w2+)-j2k4?&?>BDKz}aF*+$aZ`0fY%&q+
zq5_SYR2S1!MZ^(Me74u=#;dL+yFGZ|^l9$o`T#E<=GR8VWhOkEb4F(+78?n4YB~*{
zK_}&*Fd5l}2T`O06;(pJhhlT%JVBy2fVGt68q8;cVN|MH+S8@!YEmU5e6JHo^&nMs
z95C{biO1Od)1dp(;zE}PiJ=I+p-Iw^l()9&L7k<^L~^@CF1JJ=2An1+%~W{2lyHbw
z6A+g>*cJ;V<mL}HJ8PU0jR-B_Axcy<hf!Eo3=UB!kB3$lla{E6awb8?quSL>hml94
zKrn=Ko&cgN!P-i39tSbxrTg6sAhGi}xE?#zS5B;|q17h^O$m9VLS&SnRRXBb%>!x|
zmz8eT;mih%*G>N?qx8S*rhnU+eQtec=j@Hm?d$7HS3vLQ<Wy(5u<ZYA{pG^l>$QpQ
zrNq!?s_#-m%`bcWZ@u4f#S{JRXJ7y9)63npKDWwP=csL}NNvupe}41!C-=@SO*V9Q
zg^~@WoprW5XSZiN$3k{rs;PBxrEg-sCKd<8R#{uG(OQma?I{Vz_@!=~OjpDZXHxmu
zDib;A=Tt}dr4FRI91TL1Lk$wW3vDWgI)X*c3Phxy36kp^zP-<F<w$ULE%T5x#v-vI
z*J#DpB?PHKMtuifqem(<7)J%gV23if=@d$~x&)HymHVqPW(PtjEhJGgNYr!&HycYj
z$q{7`sAmowcs4uhG!C1Sp8moQo_OHNM?eJh^T!Sz%1VEkfIm#Y9X@sR#aEv>`1E7X
z6yzVu&OUzP*lR})J`0B&HtNw{A12k!?HFJ+b`oQaAc28dRgdOMGuR-QG#8}<U8{0K
zUOxKxp)3iE+bJ*i<uH;md!xO4v?)5!P+9G^=;azh26?r+Cnn}=UOTCOEj>tLdQ}=G
zO@hT63iAkf2(i{t(dhN-B|<KPq?C%;SSl$4*)P-XR=GRMw3P<aYFGcA%VU>&gR`xn
zjlue@vHH#N`pvP#=1{}dNPMoX{G)5rOa1i$qslIm*V)`Hp}<;K+vY^y`IV9Bw%9_f
za-}zxYz?r`bSj3S1%7m%x+oJ)g;Q!>mEG}{GOb>xQ1BHZ1_~o#@{GV8Z1Tj6)f#K4
zb6_nTt~9E|9=&$30SM=2-n+50IX}8K+If9(^y=dHB|x<=0IGf9>dN@Fweg!9le^1<
zyUPRD|K3q@b!GU%EXbj4e|=-(-lc`Nb{1}dZ&(_<ygc;!`KkA=tl!z1zc4d!ZoGSK
zw5zYas!Yj^`o*m=MKU69tu@vM%+6xIPDC(>DS820!r;i+<bh`IWLKC_SOD0BV9@EW
z6129K#Nq;n8)Y;@fv?9<isg&4Is7~>4?!k@yulnSGLJz)a#%Pnn@GSxQOF_!4h;;G
zL_C^JhhpIA5-vf=zzP|7E)C0J;G_~JnG7dUpcqUc1_h-Ov3wRu#Kv*RFgm7)i9s<4
zphX5s!sb&6-~wgtMRaVDfP$)W=(=N-5r;|3Cg^#@YMXkgukpg<o-Ph#Ky6R-ZGqu^
zxC2zcfVq2bC;#`E9W3MlQt#>I{vIj|9PVHhzcJbgbaa4u2g~`@zSfoAJ!JpKKK~yJ
z{Jpz$C)R+VZm1o^<6NE@ytc51>^H#$X7-iQ8!P><uMON?pSZg^{rci$YlThABv#sN
zF1^hnFK#GzHw8j2okbzgsz7tEIcRc6O#WJBSpY#)pUxw4K(3fISn7%yU0}M4FjNj0
zQ(|^_*VmUXuFrwx`Ns6f`c%)#Sj&Zp&aqha%5V}qb&JE!$SI=0usjBPWoq=>&)@v=
z<4ZsJ==HBZ`{37KeDKGgef;Ndzxuy_{EzLqnJP=kKqC0wrKJxyS1t^7zJGD~?Tbqw
zhWE<C_)lKHw$z?tLW;;lOtDfa;|i2~erd7720DJt#U8f@w4yT^;<@uH-~8^|-+lev
z<(Zu-v(KQF8g(*EdOj8jb9u@en>)jGt=_8oXmk7c;?m^e(ij-n7ghnXkBv<A&(Dp|
z&Ng>-pS^bN+t0ootm(vMzzI-HsoDU1c321snq36RE@V?#8kw3&qCqk<aZoJ007pPm
zRB~yVS)-Q=SQsoW8<}=6Fa2=FfoETS`RV6g`r%9aUp`(~h^Mdx8VjhR0p5Cr+pTF#
zmV_gMU?mW+QNanMG9qaQ%~@S4(6k<{=a$;w4Nao<Ua7}VwA!(ukRa$2^Z3B>LoRbL
zfRc@jJA*@}BjDLcbf&5pVk||2=_U|nG`5Iq>zN>*(-S~cRH8j0TqMHkXjZo;f$D%=
zT}KCn8d`0ELX=-(f*Z<^7B|Wjz*fhZ{i8+@UE7>eG&D(FE=rk|R_+p%7|6g|R8=ST
zfM%8e8^mK7O*jw?8?90_1T-EU%UjC#J7iv~*skFeb8$3$rqxQdJL$khTW(Z1HIfn`
znGfoCF&RX1K8FL92w|mqAh)BKOVFSVRw;(q%nY{`Um2iA<NR2Iu(n!I;}f|{s0wb8
zQVg>i$yOs#ErV(mFrSn2FN5!Y@<ji($o|&7cYpHchd=)OCqMh-+h2V6>DI<bsl52x
z&R_lP+s|)ZzxCnn&G)u1yuUF1tChZcKN`Q$*7Aq1!F%P+v3Sr;Q&zCb>lE>8gJ&;|
zrf#2Y8*lTsg~RO;e@Cq`RaIH0R2$@ynn0kfE!@=Za0fLSgESnMTHPc!XfAM2fi**_
zMYAPPJUxpeMwHpu1{0ygj5fQ7Wqy{)O_S;&N^?OlPICh{dXnAJAq_=nW(VBj!pKVs
zz<XD&gDHyPAlltrMvNpFp?aLNf?4Ka80-kXB9kM|(CDFN8`Ef|f!x|+bCE^|SZ|`q
zO1G7hi;yp;=e$UuWTCO?QaM4PB;@AqfAaC~A9(GV%&ce8=-1?`3||QCC`XZqX~z#8
z#-Va5LWEKqRi;3SCAl^my17|Y-$;$rqmvz^cnTW?zPt*C-9@Lf0Z}VL6|ky&wHA{T
zg%RXt(u$GFRa&s=Swb^K-{`6ITOCe?)~PDiOVpfP>TrFu##LN&`Unq+9H<UYH6?-c
zw+JFA$|NH*u;s-zzsaKFf;1F7n?hydm>dK<##5aSmoK+g4%OG6>l(g&ZT6kHhLyhX
z#o_wh>Ez}_{OnM4dpvn%rg>wi=F=N<8)Gdsc7t0bPkLOF?aA%Y!Hu!Lt@ZIeBUM{s
zzAaiEaWjcrCWWt-8mvYSgD61cVPz~?h1snWDy=&3!<5pB&_Kc@RcW;nZ5c~z)Z2$9
z7pkg!K%m|o3*TCqy|=k?^W5y>P}{kQE&w9HIDdY)_wL!ncP^}5o&(k4GdEVpZ>~?g
zes1#WGDtY-+g=#FvNCpUZS2nG%)On(yBB6}Z%n<pH3Js-V2yw0{L~wp)7Mr;wkEq)
z2U})4<D<=07v_^YOHDgV&6k!_TeB_8L$Rg7_~vxm(qMgOA`q`uj`fswCoD8H5}Jos
zYjg@FCtPW(tdaxkqQ(HxfHV&s3g{&;xHJSZ6NM@OJ|#3f9|>G(n0zK36ox@j2r#FE
zA0mxHATh~B1XOlSg|({O464N_xFUs&rPlCJ*gOm|ABo8aX>~*#0(4T!_yj2j%>-fc
zx#^%L9FGRAuSgCJ#b*FlJB*IaSMka5fW13b6?I$OT2Yl%1!ng1<L&3i+RyFPwDn(}
z9p0Jj1N-xHgDKGUw%FOY$Fu(rxC5RYc;W!K17!aP+YT1;0N=rNcCa06@>hBRvM0b@
zX4}B94-Ny3%iVkRuK@RfYkqsO@5<Z|IBo%Wy|oJ3+sALM^xt0Xzq>Z}=Gx@v*UsNv
z8y}1ZfRxT45GiPEzscNO6?W+iDuKFK<x*<BQoUE{@XPH!995SOWAbGNy`{qLiIuwI
zN>e4T*iDrgKuc+Jb5B<?wKy=iJv)AOv~#&PIT5d%iB?Uv`Oc3u_SbldDHLo*9v%W8
z8|eA&7oYs@7w`V|n~#6@?U(=Yiy!~zH=q6Ct55&(n_pg-ny^Y(9TCT8H_pAgKA*7Z
z1|wb|9`LI9-~jW>_wQ{C4^eV+!2Z``FWqw{nl)alqQa?;R5`&8$zpMFIO5Hl+rR$L
z-~Q!yfBtCagBD+dn9T%Ehs@_rq@6gfHyIm}9o5lPd8ocNnF7c@v9O2i6Z0Sod46<w
za(H=hd}g+;v1#}2o4@(-uM?J<BTu|`=Flk_M?yjn4!?Nt$%h`_ci)50KmE+<<0rFD
zXJ#GCBf&W60#-o=j*8`yQPjMXxzIB(cp4U-4vK@IxhGFRGPA*ZDleUolS87gd8HMG
zScAjm(A#YC>Zmx;CaS4Z*C)lg5}C_OO{Rn$J?fT}y1r3vv!i1Tyxu`wsG4rIqpNFV
zjg6&hHKNo^aJm=<1Cd6_f)||x);m5IU!Rnfmcb3BVCN5Numm-rIy24z9UOrwy2g}O
z?jfX_G^wN_9%DxvS=Dun5^a8&4rg~0y;bz`N|HBBsBh)>j1)V(u*wJ-q<Z?iWSbdp
zHV|cUgg{!LF~EIQT&IsIQ^O?60;iW!Td64FAyo`mnU)rEN-C_vQVB&)fwM@tB0fZ^
zK-E;1)OhqJ35!pJ(})EWT0Wf)<#7;vHpHT*yDTiF2(SZrB3_=wM75b<HC2pgT;TK5
z%1W_rGs&*S7mMK%UV%yuSIVIRUWQVUUlaLXKl?x1#wV)l77|U%Q<IxB%Qxp|7e*V*
zI{6Lrg}1Jsd;jL^@7=ofvv=P9<EKCS=8JD`fB4o%Z`}FAXMg<NAAh?#H8T?*d4J{J
zr`zv*dF_q$#l*XJ=6gCL4Yl=?J%bAa?X{i?IzErf$We*-9*4WG-fOAgqS?p!l6-|0
zr6|G5i}7M5mM1||*$_B74Temo(F=ejM6JUaY*e+8$dkgD!aS7`9cxyHW0Yi@Ak_sj
zn%Gh`sC0qoZCHbY%#!4BgxMf64p7_0MtCR+a35!Oq2>Ba0{sL_nBfT%JVD9P<Ifkt
zj?-A_Wo}A1Dvs1k%LB};f|nnC{PC=u(*h~nTgh>H>2y{G1ioLY$nsYq9Uh3U5>r`A
z1m|9Zkx9fuL03`N0KcZ58L8()K~!TCJ=MttDT|d6RICXfNumN3WR(aHEyz25tl-QE
zYGDRD5lt3ri}MRu2M^$|ub|elU1wjE)E7ybs*^UeU&l3@gdh(>h%LZ|D{SGA8Hda(
zl}WZohPTIuMSNj8iiOH$6dZ?hFf1t@m_3yNr(Gow^T|9VQ`u?o-0qC+4n%rF6$Ad*
zTh~`U+3Gqs7TFw#?oKAQChO0S*56v{y0z4CeWB&Yug_na?~XVO<r>LYOXQ86wRbiF
zUpX+?lNgAGrb2<4hImhROS#jVot8(%F=N$9lg<HBH43xgQl^B3qS$pNJzF9}Qbi0N
zS1gjUI1yRNcrv-ZG1t{mKiZYNwlej>_UhgBsjJJwlbv-}RzQE~D5ws<G}8CwwViM7
zT)#d$^5)vi^@Wj}OJg?{M>od0=KETKg#OmKxywsq+p~jLmO$g!=(VM>H#TPOo}awD
z(0^s2|IWrF*w}-QH&@3%mEHThD{pTv-#x$b&d$a=JF9O4vi{1sPj2jfe)~G$i$^-^
zI-7N4efq9sX^C7W;HxnNI*~-yszIkbs2HJ^m_eWcLR|t1TQMk9R$)OJ9t)$9aTs_Z
zV9E1yPm%DzHw4FmSUCcoL1WQKK>VIZ!Q_Lyo!*u@t%Sj2U`kC2a9SYKkT^;q2493k
z7NL=aG$K^OMJokZHm(4A=15N32^<Q>qJW-JqEbLr2?+uU#H`}f`pP=$D*GF1Cfn=J
zPjqjLckImet_|+_+P0_qL1oOP=>ZT9b$*X?2QxSj#qEJR*vZed#X#^ZFu4N}-QV@_
zd%<*oaNjezk9UJfe-k9w3;>$G39Rw=ki8A)?ixXj`+P?usC{1p*>oda;MnkYa32B4
zerJ91_S(?hvqNvLkKJ4tdUI{!?Tv}MXUDq2<r)f!UIZ`UNs^%u=(17qBubH)$G4KW
zCcH>bk{TIoCyP@mQ<MqC27%DT<QRcsohdAp>dJjJaeJBHZ7l1JRi7JaULUTX>!?YU
z>)RcQR7f$>;#};Fb_B~sD0Jb8lfwf&zx~xufB*HTzyHM-fBel)fB(&=zx?dpm-lY|
z_s_pNH#}Ib5qH<Q-`$?MJl<wv!R%s8qgQE@;wD=|pWN9xKh>wEVTD|(-KdTSoXypa
z8lb{;%Ny(5$%d%S=B7}XSMOc_-G6`g$6x%%`x|ekd`TJx`_w}ZoqX)@E6=|mQz~N(
zsc>D&1<GC%ZDR|I<MWGS(@P`Mi(})nlM}PU%S#|MKHAW9^PTs<dH?4zT`2welc)kD
zC})S~!k&5bhmSn)@FNfGd+7e}Kl0GNXP*4wvyZ)W@cEMmo<H@><NHq>$U441?U_fP
zf92@|Ctgm=Je-?;=r}SrgF_?==@L3#jzV&a&<Kr9SRFOh*19T!DsLqjNPyx^vQ(GW
zX_q=&SYHqW++KC{!m6;i+)Ii?*+U~`$!1BYk`b%dBwMW(3rVejsMRo?9+>9~V31Sr
zf(#%TjW_Yi1883*HWVR&e2+30$`@eNMwJdHLuZBn3OfOOb`6qfj1_61hwErY9i$vI
zt9r@Rje>AJH{8H(=~2X6c)?mysFoOxQftD@stT6H1afP06e<LTb;1+kfzUjK7A@04
z96oZHnZibANJvEn8P24}IrLPghN0&XbW$=6m&2sxR#qtLDvHfg1_uXck|A6Hgw28o
zc?b~~YSL1irC{#?=d&_QdLV$Im~?ryHLO^JwA@R#mSXJ&j6qsxDaM#|M2#8^Qt||%
zOjSvKL+XEBZ~qM0y=rNTqqwuSI_|QjJi3vV3a?k+jdXd7SwUN|N28yrOnf@GwL7zD
ztuRzeOW*DJ=%X*ctL<p1aJ$#$#;;yk_~QNdR)8Mtoj0nxY8+8xOM7%_a^b?pc~col
zrb<(bx$`4uZ@qrCdBjXD-Y*bAY3v+%F_y~B!O}8F%zPXv4<xms&;?jR0g;+dqGi)q
zc`P1`!$b1~Se1sXH&7~TDUo_cd4OuPf(S&cvIL&&C{-9x0ws*W$wb1Bz#+%g8c1`8
ztO)so@({rp#ER8Wc?r@V1?jJ>th|?=eeTIu4?HF>&I!~Kbe2K{=HM#_pFDc(#IfUt
ziL?{0AR2_y=xzCRNp@ogZE#H6Gg#~oQ(YBQKw}Zf*?2-W0{IH)R&Z26{51%-Ki6H6
zlWb-*weXXmnl=b=g|f@-NGTnWeJb<N{@f!6(7C5r4Yds>V@ZA<>xJjx8Bb+(9M#<_
z2wDzdn0UTO>Mbp4G-<;m6943j$HGA;M?%cVPg6>yUGaF_>n_U4KXL+!$Rxuvuw)oj
zLKnIWmO5|HRbtkQHI5S7RC(>azUXqT7I1!Hndy@oo9|!hzBm)RI@5Y*t@riy-aBUp
zezY@vcfI$`b6sEFU3zPKvL56DYel2&b*nSOpnG$$r5WU{@ep}sc<e@d`|p4C^XpeG
zoH=|zCz4L|3_2}#5S9figqsv4ew{7mF0a*@TU`~gV4&1oY*UKY8e>1bdiM5}nf1ki
z?d9=nU>KYm1ONd*dAK>ayVQSvB6YsM`HlIpPcE*$3EIi02CmNyzkPlY)Rdne20?0_
z=O_EGtxn(BT)K5`{`GV7w>RdmuTJgGk6v9Kzq>hmeR<@{;?T{tvD@b+Z>^7CUm3Zv
zI(p~a)b-`*-RXrJi|f}Gr>=r;Se*te?owA@m06?Z3GI63P=|G>y~?06lv+LV5~JQ|
zb~tn{x4O(JHd^V$2E5)#)0cpz5nx7!knk`P4vvBrU=a{d<%WV6;?QswlPZ&l<x&}!
z&8A?1&^<5UHiz6MFtam=Fol!_Ixj&E9hHHkfcQlm0t3c&Og@hRlk+iLQV}BS1iUZ{
ztmqj;A`_33vB`QFMb3ejh^Z!}u-@+mjklXqfSwpz8Eif`0<`WeXNTH0$GUeW`*)_m
zPQG_*tQ)M*{~zJrUJqb>s-<qSr51$P{6j?dkG>cH?t3Qp@vfaIu*~n?9PI>U?qEm<
zm=0$4*;E6FtNjPW1O6Qh_29q&9{lp`;Ekox*Fj{>*^#?vL5u6?t)-D`bG=vRI&QBH
zYz#El7}P=(PC*v}Q%0S;)T)#hi;ZHwlO^<$C2oSaj3@HgoH1V@?f{9cWfkVq3Z22D
zGkL7;KsXum2g99-<l0!<)=X@1&_CQ%o-9|prH~pcx248BKiCLfXOq2@Qkc`z+xp#i
z-~9fkU;g?hpZxacAOGr$w|{c)@&{Kp|NG}ZUF+{_@;Q2<p82lo*;e0By>+IeVxq%4
z-tHS|^^CU#$C^S7KC@E9HLJy~)$WP*%Hd{bN7NJz7+n@)xx-JVvToeF_S^sb<u@OH
zb#dT)KwXZ9z@B~dvGk{ozxw<O3bnc+*;Nzka0TLZ$qry<ADNjSnOqo{n46fKpP63h
znV#w!8clWf-TmOx_jca#3+y>Br6KbXJSr#c=$R)Tdg7t`9(wGdM<03c5ulFS_rOCB
z-hba?5AA#YhtECv=#!5>{KTXC9)0ls2Oiz`(22tbb53OLf9AQgLkFN)*+7O`l!YN+
znc&zcP}7VyuEim#s0KNlbZ-?Y0iw1$ZOKMOZJ6b7BJJgHrw6Ys2I!0nR8msyhK5F-
zZ%-5_NVFS+A;6F2GHEBpQaGCrL!#1)vX2vxr<KMtWnNe)N-hs!%KcckmuRtq%sLDR
z_fQq**eu9MB|8Y(&ub`cz4CC3;k4sDW`@fPdQllbv>&eL#9Bn5C_U1^Np^r>TVbS{
z0iv877P3l#bh`yo1;kuN^;gQRHg2&IS5{82ndoXZPA?#Xf!$@LI!t7*nd>g*xxl*&
z2f@QnYb3C+Q&?e?NGNy$GK)w#DH1{DVuV}-S4j{S9m!>*8+E97Ob*U4CR0vr9au7y
zL>sjYjoSK%$fV7;nNU72*A7zeEQAsRQm!uWR<i%elKfwG)4%ODemYULK3KaABqQCi
z`S$YV;bd*x(}I^L9O~A9rrYZqbp~%msz2?n^H>pqGw^Bk{M&DSUen;v@(Th6a)~4_
ztS)WoZ}qsUykVW*TBs?`@K%Zfv0{-qL##cObLMc3C$_S*R1q`fQxB_)NhC(PKcdh(
z$ZUBYU66;ur5!){GMh~%QV=k7Mpo|r-28)RR2CVJAfVwyR1prIZFRw=#i!`J6Ld}%
zS5z3Nma2_Nv8sqAETGXcp?R<2kca$!oYk35qP|>GT3DOp_`(c(1uYO|8=Zx8;bDmq
zg(s)wLw`tN?bjG!JW<h!^rr~aEDAf5#ye*5K)lrmdqrVoj8sugXlfEy)sg}r$gYN?
zF(ApzBPC{tSe{0s9M_q1<IT)?6RoNS4-#@H<X3?<Af9A(3~_2IQO*){u^iZ&vi84r
zEaw!<ruPbY{M;<+nN!TdlX$|@sPc3v?+CQ;6xw9#ilwes#OJwk>#L8yW-;jxo!I~4
zi?5-Jh<q9k1BD(xc=E^#xmkzvGmhl4NkX^T3yPryc&45w2SK1B8sl83;Wy_7-W~F^
zDA`p~!`n+UZ{HgD<i^A|?_B))ovoj|vG(Pivp>JP@$u!U4=)Y=>cewiy}i*L_2@)&
zt(1p>!6{Gz14||n5e6PHrC05Ar#`-Sb!W9NXcoS{JigN3uH;g&hyqiwqSoyQs?;&P
zY<IlpgBw7t+|^R!Tk30m@521<SmNH+;LiH!%6RAIXvfvbuFK=8*H`*?m%DcsyH^Gq
zx51YS16#u_BXJ*yJl&q|zqvj&)7d!E96dYMePeBWXC83q?VD3Q*ViYntxoJNj_fQ9
zU;3X5e0h0k^zzckmF1DED**9Fb{7V3tPfsUoVvC=e|>HE#<@<=75?Uhv)5PV*G3yU
zYExj{J=zuQX{uL<%r<AZJQN23Kdmi^>af=gcqSb~TS6=;p%$xnauJWuBvWxkSVRsH
z1J>y@SWzJ)zW`iJI!z&$C>0=ul!-^daLA%a(B%Sg8<;{!&It-0%I8o($p@ZLL?WYz
zI20BM!NPM%m}~|ymx{^37Nld4`D7yK9wRZa1OW-7;Gm>zh=Px^XrwLG!O8Z-R7b-^
zTU}4o3kLR!ligq&zudbAz85Eel&%+O-nK@&{;`t>Gx&6Cbh5b?Ap1;v92nlg*ba~#
z?Bs!VZjW#u=>V|4Jq3L3d*FU{Fa`G2^BsxVRAQ#B5nOYr#C%5*OzvP^4<7Tvc=zSm
zApq_-R|fB#9eI6q6x{vleBWm`mhYV({&;tJXSAou6D%)wdUeIMPHl4#*dAOWrh~@x
zvy?Hup+TmL+5>Inp@v{heO<gI+0vKl9Bc0$ZSNh5b$11;o7<B;OXGd#7Frf2>gUJ0
zZfvdI-X6PkcJAElC@@`uzv)yoXc3Sa625Q0{p`<w{O-@c|MpM6`Qi^>z4!BXuf4mo
z{`0$c#v2n2uCl69Rh3B_FLNc_zOWVas(S;amhuvVMXWaQ)gG;-+Ustrs)&?nntZC>
zNO5PRq}r(})hHcik4mC`>qmF~>o33i^=Cg{Pc7)FDp*$bu~%L`@z{YQukF{H%uTI*
zd&usO$C|q*msW<S<_AY-2PbDIrxzwBW>cdh0NH!`hwuI9i<?W=%>>QCeJ?%t_|s4B
zd+fpc9{l0sKYU`}6OZkC99)k)_}IP&_dWE`_wK*{d-vV<y$A09-u?I8_wYme9)0A|
z2OoOirI&w@ejHfcb0{bRpUfe`2zhBhT1oT!{q}OJ(V{FarTSy+M317bNz^$c8|?Qa
z;<U07m_ZM7_|QfhoXN~_d4Q~r*V3f#>Q*Hh#eR?(TgR%Z=4qv%oG4u=LddmLv6R50
z!DL*7JwR~;h$bggAU|d=M<tt;@u=KwXNG*zG8@w4#)ku-OpWX)hgv*^kw#vHmq|q&
zk*TtEWe~F)Wp<%Vz-(Sk57n|7Q}RSg-jtNqRdRs5O)W!d)OdlQ0EIfp<>V=)Sd|)C
z9%S@)h2$(^-qBY$<P5u&pf851MUbj8dDN+qQE@UBs#J}3YB6>h)g<63`6PiLORvM4
z40vM+RwIX*OE94dPEDBG(WM2&AHD#hsun!EC|E0NYSs648N5!UK@U{ZVANuH{XD0G
z#bf2L={f&0`2HtP^lyvo+XGEA1C>3s_01teZ@qT3Jr<7pYB0nuzjZxq9&7cq)!WzN
zwO>u0KR4Y|Ym{yHr+)d~=L?HX_0^KTq^_e)*%`9AT12Hz30qUhS7xbo`65#hO^G9j
zVNm>0F0)80g(%dSoZ?)b9@O@c*`jQ7Ioawb3yX6w^uyT&FP=F0f`CiShh`i;{=$jV
zFJxyQD#$sNb@JrVmk%C!;Z-UM6|7-^bVQv6CzK*ejDU6*5EzHWszMq&8;3kqEG0BI
zs+(HzTH}jGGo-3U*w`iv)Z!$?r^)<7Iy*F+pr(d|a$R~_)-wkV{s4nLUG8IgstJi+
zW<?YcjM3d8l0QO<B$x&ZCL`nE=_7{@9e5(Y=s+RtWM=NseCR<8@dzAnW|`!=s6J3l
z)95lvba}-ZNOs1PRx2shEo<(jv?kH<5TdSz+}T@fGK+FgGOz^#;I2J>2zKHKe*b}-
z=k^!9x<3z-24y28YF($N^_IW?3eVtwa^I^^1PX)1o_hAo(ML|?9R>0&usCF$colK_
zwKF-V3TSws`&H>ghVo)Zxyq#Hi^@vW_u2-3wb=Y-OL3ou6W7}A0AJWgb6?(_`|7RD
zuixAL_Whk-zIW+2?_K)shZn!OxAb3MUH<OJSH{{Z4N^|ALL(ArxC9xx5LZ*@zr5Ig
zp}Bgp%CWWBdG})Hk1h`WWOwGx)xo*$7!a&AgdOKbI>E8wvz6Y7lxJhBZ)2$kFrLj`
zQ(MASRmLB!GOUiLc2~zPj&;m628XK4#uA?PNa;|suP5g0jXHX2ZC$mt@wUp1$@UL#
z0)2GLP+Roe?9k24nd__lw>JP}4_uh-+Fcshn(5w}?b%-Jzc}B&yEL)8G<I!u>gvkm
z?&8?);wZrV8)w0nW0#kDFVD|jo}a(AI&yg>b#bo!+Vaxt>t{a&vwi#cRA1BX+1{nG
zQ4qUgcP3oEcB3ItqH(Dd8mWXUkr0&%oRE(q02u_Cpb#*{92}bh2l4``fJY@zN>n<9
zSjl0sF=#jpnuEha!0%`Tu&bXb$~pndJ++rln0W%4pM``KU@!#~5DrfzGbltV0S=Iz
zgw7yia;TUh8X1Md00th0$Sy$Vq_c6^GFG9KjdB{bbsk5(x2&<k)*0~(CPJ5HdjTke
zz54n<3M|aQv<}p6{{Z)YNa+>;vV(!WxfX=U17x53yZsGJ>wszpF?8Sp;J!K5eqo{u
z0QAKPa3lZ%`wq|y3(y?o4}&-)0P%Avu+?u^0P*rYO#s}%<PO&IH<pKPtpbQ20qc>w
zn^Rj8$;-2Cch^A4?8rb}(j+vi=#(mpFzGXEIdURggTs5!^r~E<zW^VD5v!m$JB{OI
za(oP?kHrqKxqiObFD?yp#8paJRjRRP12p~3O-+rjUEH{R>)O?~F1~(t280|BEcdsa
zZHo@a-StiOo`JfRp|*wYWPd|26}AHdN8F~Xw^@VQVy{XL9MB%E*e;itL|l`EFC=4B
ze1=xQ(FuiGj-Z4m?rf~Ty0$P7^-eXpH-{_VIM?~{>t}Clop%`AY!d6;AKm@)-+upx
zuYP%L{Gv}@1_%GMy!67+$6h;n;DFv}s!wzUs+w)(wE)?tSJy|T7Y4`XhNtJpCuT>6
zC%dO6!8X3JspIV*eewSGdw!lh^SP5bXVQ^HP+*OD=830|>_2+^@W}(O9DeG_XYaf3
z!Taz3{=*MHyoc!zKKlI!9>4Ft$L@dNu?N63|NZ+P{{FtSW0`>Gp<`G~9Ft9Ea_CGx
zS45?<861AFUJ>h5cp^++Eg{;V>gv>_n%LDYc6CV9n34u+SbQPO7odm2G;1k7QcH`+
z`GIP-zn+n3lDo`Ag%D0>7Sgyd3cY}YI>W?gs7vwAAh#+m)|v~-T*yc*r@~87N^{IQ
zR6Qt%bz<CBL?}Q2A|jJ3&l$i40(=!8&f=dixloP(Sz8KK8VdY1Y@l`qPgGgUjn#3>
zt!N=T4J3q^^$fF#p^~GRlq@k9sng+&HniU@uk|=Y6bu-^UFBq38CETa7!?GMhAqOQ
z#Z-hvh0t;`bWB8<M5GpwWb#~-8B^iqgev$x7t>yfcUZACHOzQ|(>J2+9Z~|uQ*DB?
z#93M+qM<<$tp(2aBJg5L?V!$y@At@50+^JR{Z9b*Uv|^KEwax}Mq?%Hy7H2t*1*<S
z<JE<}mHwoUMY|A9e6Y}VbA57YYG`+E?ANz$e0lwBU%m6f(8h0m{HxXTsXz=A3bSjI
zvdU^{ATG9h*%B3$#mNDh3YD#hD#$|<3-St15{Wr{0SFPx#Iw?=LKsk$s*O~M7SEL-
zan$U5=&@7juN*)13W)-S^D|k6hmRb4?$ohY(?9^+3s1lB+!IJ_I#-JDRZ%=4ysS8v
z#yi6n7l>4Fp`wr@%9N=JMdDnY4(khW&1F!Y?0}~V7m85<Y8RJ5$n3)~<f}X$&SW8U
z42THiR}bxf_Vn>rc)VjZacCk%YoB8b4AIRlI8Td|mcXT&Obq>4;qfzRFCWOyJxbu@
zVcC#u=;@5~7hrkMAAI5Qw1fE^S+3p%ld2(T#F@+!ujQP2O~MwG$PHGj(jNr6R=h?B
zbysi$AswH?hU9{Ls{B)jk*5#hGmemug~FWEBnDc`#+FNY9aYuW8rp92g`pQ8d@k=q
z5re46O{Zk10pFEEz_Rd&7B<|%l9a1;39&Q|1WkON%P6#($r3r1Vbqzro0{GqtiRJ#
zohpxp?TMvi<m__e=kMP5-3Qlx_x{eOSLWY2KlY0^FMRXn*0*n8{Nrage*NL4=~MtL
zRr&N1DqbNMIit0`3-g=Twl2?fcC`ilv;BkT*4{X~c=5v8`ugnTXjkW8TWWD+Xa|h&
zqlvX~e`84A7Bi&k%EKUL&MxqTDS8u72uNo@!}vtke1A<(Oc$__gD#%k$f&TfYu%g%
zFQ+vi><lS-L)x`g?^>#SxK=;g=G~c2U0v(He6IJ+%TqTuhA+=|-8~2B^~r00pUST+
z4_#dyxU$^8J3n}7c4T*Ma(8xSXJ&qPZu!RQIe_oLh<|lu`uf`B<&`0DB)GCVa$&Li
z_RjE?jhRbp!<Scj=lc>dzc(I^`Q4E~S)EJkHfl>%+G43pCJ_nw93GR#kq8w=U8%0b
zB;)}y90!1&g2l*%LMDX_D=f&%0<klhaA+<DlTX0HLBt$1FB4gm$zx!(GB&sa4Tm97
zU^rY6g@9xcaWoW?P*gxg6bY#~Ar(u-z-cH1E;qaI_z_6@F&Y7a!{mtg)DpQ^CIF@@
zoRkR*8n|n{jdzx(E|2$Y_qAQ^?YchJyFHUSJKnlA*LQiQ@5)g7E~szoY@Tm#ndxX-
zY;Rg@2cLswJ0R1O^PoWn*w}&7t*`BDfBVK@=bm11q-SHOXRW_;vAb<Hm7HpAoM>qn
zYl@FH#m1Uq6D{${w)*Mz#)Y2dwV{rSGkurl`!7uQY)y4-&-QFgv~Ete?#y;xUg(=@
zX|RhFq^uk%0blEI^YBb`J{be!!lB&k9Clu=;bfZpOrD|$U0MJ)<`ifP5G8P`A%`GM
zD-aYE3a~JaS!Is+f+2@5=B-=qo4q(ZcWz=1bfXS;bhp&hrK;<C8xyr5ud7s71~lz*
zxm7GH6N_C^kyFI8i+ENM&ms|66rwV@z$IgQG(2w!->GGL^dg5=Vv>l}Y=K@ZYiq2$
zabfMN58nROSD$?c$olVo_TT^Uo6p|)NY5+ga4A3f@ZMkl&wqdW(bub83#F`L=;5sN
z7f&2`WPcGH;tBej5?#TH2A4OQ=o#vrogJQ>pB`Hr8=D)MngcO(!=pekG!jfCKL6mW
zA1&W0qv&3H^tD4T9U&lz;B2e|xlR%lmmxw!shOvc2VYKm_`!YOzyJP2`}aTf1aPl^
z|G@_yd>H%!xPIUF?tADyGzq6NTMYJ~(Hzt$tOAx0L~3)`IJp7W*sE_Ju|yJJ5+|B%
zdEI@ASOY6m$!cy=cC@Sfl@ztH&|5>Z`p{+NnCM=794lN)s_*6WjOxnDa12s9omhZD
zoZ;~bO7w6Z|0IQ&DdJ(pBD_+C_66y!9kS*YnZrtz^U&2^n$N+mtYZH?fRX5Qq8zrO
zL<7B{PH8HG+5Ko=nB)rLoPMmYlGrn#uZqxP_1v~jWjMmps0$^+JRv)$szU6v(i9R{
znT2aJ3Yj>FfP&G>I06Pjub~EfGG`e_tHc*;XkrPe5ORu1hjJMC6wC=a?u?v=(5pzr
zDvXqu=P*+PZmva-(HBFUPOPgOT@|Hv45})^T;QYwX?14M)+ElYsTGtuVZIP9TurP1
zuiwoLc=%xF@3fHrW$^t^p6K5e*%K23{$iWe<qp+^Q}xk-_Qs*6Ix~kc;q*@@qy3%n
zuFlwOZ|c3J^*_Gz-u86Q{Akb3ot@F?YF|CYQ%4UsO1)u@w~D2+pt-_aDjh_=7s-qe
zDmNGGDvKcL7+fZuorkBU7ov|NNEr+vOrXHCL}&^N21jQChCL(e$eFam7#xJm2R@P`
z$Bw;l^x%u94!@S0ehi1p1DbiR3Z}QhEe>>v1u4-&*wTEu0Mx8QID%X~Xc1B)mB0({
zVgXT{J467LF@YG~9>9pSIWWxrlgFPwarj7n!Aol0Net!)r0|4LlvPm)Z)hR3_7HpL
z_><#`NCVU0LtA_#la&lb9Zi4rnSxU<=M@|&B0&)>ase8WdFBW*=h&IUKgi2Cl9_*m
zKrbYb3$o4}I{MO!(9Cp?T~y)cSRFK}qL{|85h*1^iVEEG$gzTSkX8cc7Zz~SPt$VJ
zSy-evI|GA&vWa*dU*NYm+DbhMB3quFQHVpa<x(e&T1=&Bg<^|L;S>lRB9WJ6cJs6q
z0#zkT=40~oLIOtx!6^|WGMXfi$;YgkX=90%Un*wXnp~!dzVLfDE`R&Z&RZM3^PT>M
z&fx9!JzLX9*BAcy)$QN?`089w(4pcwRF;@8GTlFUYv=mi%h%tzd}U*3aHzU+siR|e
z_s-h##nHZr(eA#vq3*eXrrtzFt+zO6m(>Qr9Kmak6sM}o{Z@<7z;Ff7rB+I)LOwOx
z)!!aTMzpa2$5)0k>(M~#;w__ByJ=A$EfM6l1jJ1)L8niWu+fq(W?N9+9WCvOSv%`3
zGd-c@zQ}5C<jPF@+nW=>=KtRA;yafX-rk<O1F-(w*gM;^@9)mPxixWZrFVCs^Xf|X
zrG=hLfD~RF-JKf+MX^^GX6|gPTwk5Lx;%YrbN13=-}X#9K&YwihSvJJpf}(x^Vl?I
zu$z@gR0^3^B`YaWnw*vj;4)Om3{t6q!xB?)cvKODjK!)XVmt~C&CdZBBrmHlHw^&;
z<a>T@W?FuBItc?&is^b4I0_J`z}iMfk_iw3GM@-SWsCAjh2UcW1ztpf7m|@M1{z6)
z6yWnR$cTIv1B=2G2>EnAok9fJH*hi>f>(<qtug-vAT3y3-kzGgG}?J_C~<DMX=}EB
zYhmQvSof9j-W#Jm=et{G0gm^zFL$&qrCR3O64NaWQ_b<ImipQD<We_iY;RxfZ3Wj_
zU)y?r>g+)K`T*#QX`Sy%&ZO!mo1<fmk&*f^xW*c*#~N$K6E#!KbzpwqGsF!8^1bc+
zXxr9UYI~~V@?6jL#eUGe4$Sp^H4!b9fjE_+W(sLY626F_m6~GJt<ABndSA4;w$-31
z6S7o#xvkvbw`rUTkxnepm025mQ)4rOqfOyD4X>C8;WN=f4U5$p)YZ7G9#g4HXL9Q;
zZoSo}(OXpNGOgOIlo&<AQlZExlT@f>l_m19K~ZH=g>5A@4pZE1Zt<8>0ZT_^X?xhx
z5pgz$oE63r8HFyQP&-q#H!f}d=XbyV>!1Jnr@#K?Pk;OKU;g~pFF*X!#4#`hgdctK
z&R_rZm#^OYVzzD6%#y<noId{8OQ)Ycgv22|A%8N_Srtrr{PB3#Kx%w^aC~N@Z>qm<
zymxqFV03C|aIANDtg@~3XFvY>gZb;FM9uyu4!-uxfzyZ1pb8L0IY1?wcJfI2nPY{8
z*_5Ij(&K<w|K0-`r_x@0=J|&oc<`b7z7NE858n5{_rG`l_rCu<ihyeg)|3U4W_whn
zu+vG*%AliI$8?67kv3U8rAoG|TH0m)5VEURRug4{I@fr;u%TW6a%Mn+x}gjO+(5n%
zBOVvUYB~N&LZF_~Ii#zO2tgVQpI$`8XK2)LUx?)LA<TLt33rrEOBc&>%7du3UUv7O
zu&#~?rsG(U>$1|k0b0D3m+Fx>B_uT=a=eZl3^F4PJkaJ=6=QfR@qmc@driE!B_-_u
z`~Q?E9AgDS>~bedErkcm`FotZtk6-$v>JH${G9xgN6`ft$ow-5B1A2tN`-hjrGO4z
z6(3=C%FI?Fhf_!=XK?A+Vs5@xjx5!YN)%|To@_G^^%}Uz0CzahdQ+}HjE^Q+78eOT
zQKf@ZUV^u3k=4}#Uo``qF`62AA^+au!fL@g9As|=>z@GbzwD-eTVyx2%!RzemYRNZ
zRh!cr@%Sn#J$4O?7!mNbLQtl}7AR;2p}50T@yXJa+pA|Q!}6v!Z>*)nS%tS&U_I3g
zcZlk#qH0VqmLP{r&!=&~4>SjXPs8By(U@F16T%ZAh_viN)F~)76G6-@LY>BtauJxU
zjI6__PajM>efZenS93B?ab)<c{KKcu>_2w+6%YiMoqmi!$cG@0A*m-plb1k}D^WqD
zS_Bx_1quX%S3qUt$`u5G5Y6VoWJ*k_omf#ru?GrknyCI-s>Tc!+-Huw^6LJVo;Y;i
z(Gw>gW^+#2-Go?DnCuW##qee21?@ewcmu=jBgzdKCC(y)g@T7=>jc#L8iUC$XDSR}
zACwNwJ9Y9H0&ExZpY!_II6`4gc24@q6Q_^7l6CxG{^`?p3q2eq2O=z`-brNDAV{uU
zg!Z))gh!uEKXe8UBdCx>O#wm;L7LD+V^#q>Baeos8-(hhNarU>bwzYOoLPcn*#wdr
z4%^S=`gme5Q&vt=cnB&#N(E+gD_8E}Dcmf6F%QSkLP;*V43P$fVd#wl*0@^Yl^Z2|
zldo7&X;Y3hH(XgsO?8*We4P4#V6eqH+~(YvYy9a)=fC{$>_o38XydkoZD*%aH#SFa
zY>jL$cHCMWxHym;4LSxZ%jRdBM*EW^9j%K)-RGv-X8J1{D#1<`uH+Rs%y54xHQ^UG
zdQDEPRxQEV%AodAT2;AZurJY^D6jN#s(>sf2;8{X;u5smPKk$k(JIirNUyEn#=ZQg
zixo6uYu$9WiD=dktSW+Ag{#n#Vm5wPsAMAH0ye!Ht37Y;PQG&)RLP88p6R-_*mZYv
z@SUBZdpo^v?sVMUX?tV4`K_&<yBoc?R(h_@_g<SHy0tWUXKn7*(#-DUFo65Zv%Qz5
z09)O%G}P4E7<M`=pqtF=uzDRXi{4T!FE%I*&2=q(ErWh%Sg$RUiS<IBipvyGi8PHu
zV*+#$4hzl8g5_rwWuHkuc_1hAFdC5$1=%%4c|_n<C&PIRG(dI=8p)+&K-&uemWjzb
zNr7at(M4ov0WAFtG%XziEhHi!RCp0+?&MN1OgaXQDHL#NG(ftbSqQ8cj$#ssY>`Y;
z0E0k$zf+%FT3tE2Jhd_1y*ZLPKh$}CY7p?z%OgGKM|-zNd)E7#=ldELhg%j>P4lgZ
z>8AKZW8G*&WVEq%vN<-}o>=T^0fxA__V{dj41~}w^(0pMn!vTt)i9Ha&NN3R8>>cR
z!Qr~VXe=}quNtopPbF&STIv^5_3J%}t>L!qvG$9jp!l`>8pxrY>AN`Eu?FBd(Nt+P
zqtdboc`y#1PJ|QXd`-9_R$txJR2doV?d(d`hkdR@Fw$M!URPSDV;TIVRp;iezH#Zs
zo0rb_CmZD~C8~hOAj|A#+2&g9+;Drj!K48yM~%*Bw%WBNAYHHyJVKQ>S?NgzTupv^
ztKZfYD(jCphoYXL`ih|j|7b&Ss-bc!Q90cdoNf-zw%5$G$J#1A1}=+-L$?Ea`_9%M
z{{U(M|L=eP?Qj3}x4-`BPk;OT-WMvIiX$a{{Q0|o`^#TGyz}mGW2akIOiIgn>Hd93
z9(y*oFw11OMq@3Nl}+x7SfHV$rY+UpH!{#WH842UH#*%vIyF2rJ}@>>m1_IhPkwQ0
z<h%+YJoNOD!_Oai;fd#8eDe9H9({7(0}t<e;K}EnKAZz$)Di4wpLqJw2li#2Oh5S2
zYcD_Z!Yj|d`1}u^dHkVAfPVgw$A7?<X>6fJtH0G~i%X?8pxw~x<?f3AkG=Pbj{LgL
ze8*#%5-F0+COb!TBQ|o5m2=KH0u@j>=bUpDP=!K9Bj*Ot5uF)Ckxem3q_Sm=gJ@sd
zGk3-lB#kxJ%pK36eb+qd(aR57>pWBgtE+$q{P)>=f8Y00`qONK2VwPMaucGtB}Fz*
znXIrfSw<vAPvtnpvgj*`xQi+f^l>=d0MhDk5<s@9!3MYb2>D5Qc~TW}bA^mvDR01R
zM0o<pKnxKMlbOsW^*B;*M%jFjcmY+KCdQIjuLoDnD?sA9-HQn%$rIDUnOSKj$#B|H
zW;-&Rq5`p8JWqFr(Vh?*RQCKNcWHHeq9TZ-2+0DYP?EcyEH1N0JqmN$h!y~(a}e}u
zJQ32_(|85m(=puH-rIZw)(<wMJ%D%#N3=pot?5a-Cn%T8(Fz$-ufpk-7_|&0WOm5}
z!+JGVKaSFk!%arG#R4^3hYJ(zXp#_&P!myhz=C%wVL=Pg?*%`JJdxxSGCYq9H>Mnr
ztNK9-u0Q^J*4yvW#!JKC{{A>HaoZS~RcX8u@u*tJ8K)z&ToRka?ZYDbkVrC&?xD#a
zW*7eCqc6NMwmU)hrx+#=QfVACxDd`TKAdH!EihnGLlgUvKpTwh>KVELgLh*veRKwd
z$$_Hq-GlIUD0ZM1(p=wqabTpiqpR*3pg7cAXuNj$+{qI)=g#11Bb|Nq&7c>)eyQf-
z+4}1jy1K8oc3&Js)q&JR7_tdNYy*-xj%b80K|l~U`UV=1sD2o%Z)BtsjRok&F14x8
z<n8e#5v~YsR11ZSwA7xv*w%1nptAuo+^Dy9Wy<7SSrSUJboK!pzQs5S0uvgM@FqI5
zmNVMQ7ZJT<t`|=q|Miz&yz}t`S7w1I*R&&AYiiH*wRCdXb%~6C#Tx2rZK}Ii(|WCL
zsJ*rJ{6z|etWwJDZjHk1Cy9a(in$-BX@|%!H8W~EB)u^EFgiGh4vgS~SY`}K_Vhrt
zSbCT#DPh_1L4tjl<{o0lhbSoosfZyI3Dg3Pk%BR!!@PJeH`Yr9g5)TL;v!N_G=^G0
z66kQ;!nhmTgBV6I5;W?4qkJLY)~bz44uuZsv<qpKytFdG2QldZH#QYz7SiIGiuU+!
z>R>OFh;!X;Lba+oIP$G+=oc2o=BGywS6%y6XWl6A$#64M@@h%3KIgczkvLk5tW=Hp
z7{}*8ne_wV050Sthb-8Do@<Z@WPGH>JnXSh<1WrrC7dr>zoIn-Q1JxGAE63ly?O&Y
z6=Oz1WV;>dw&UV{RyxFvdPwmAT_qm|EC~^<&&U}tbBFv2Y}&%iyZJLI)z+Nza6No$
zCA2l+TFMw#iq?&aYiHJfyq*8#+4@gDI{N;%cK_Xr-5<TP3i5J4x;Oj1CoAB5=ibaG
z_h&!4UHR^#-EZHz`E;f5U@>{PklL8fWfR`0&$2p`+gX||grhd)I7l+TwY0vNua=V&
z9-!-1nU$k@xkRH;ncQ}tQl^mdc_KDlCFYFsX^6qL8};Wf@BtbT3sU9)h7~c~N<{Zd
zIAj_I1qSb20*pA)h8?J<!`u0UVG^XTuc5K0u6ek>2RYJDfDSUyPylkpV~64JJ|2@y
zM<YpaER8^>lCVf5uzZTO_E@G|SziNJsg?J4*WX!RyaT{4+e`PimX1K5zElN9{yVGr
z!<(7?$=v=#cBh!$%qQ2g@wHrhJ)hhx0dZY!e>%52mD#DJ_o|r#AhG*OTsL`Vv2-{G
zQff1M6Y-5~XeAX`O@-Fdv5ib(Gnd}ZfAv;}ptvsrr2EYA;?({5seAJkaC2CQ_zMnu
z%4UxkOkjxxZR-+{nN+|!8NrfJRPb0(aAj7lrCKU&%ugIFqz|S7%Q0i#JX-PD7mLf)
zL_X(sdd3whk#J0=h$o^SfBf*j|MCa_?LU0^^zf(<3MXCeay&YdNv=-i_m(QRKmh*M
z-0{}z(Nbw|I<Z#{A5_9e)#&YN^l&P2RE{2%;s?d(?Q-;BG6=qPe<8PDNo6eKCLyz0
zjDGw1qyPTjfBozK`P*OpfB*A0|M<WE*FXH@pMCPDyl#d>N&WLLe*!A|r{DUx8ZY|P
zW*(Aw@zpmky>hy<r(JE(MH9t9xa17vyvd?7mdaJ;*Vb>ZZX7La>@9EZ0ZaSR`lf%P
z^#6SM@86y~5<yrkms&wy@x>G8&Yw7Q_T-s2zIpQHm)>~ewM#b|herm87v4DY>es$e
zfAQMY(-)hsHuT)+Xs&5E``TM4zw!F1vsbw?Jz(US{MB)Dp2IbDcS7+*oWZX0Cs;b$
zFrZ7PbNq?2D4rxF)A)%AE+Ai|3asfR#pIO2q{Feuogy}{iS;T}BV*bDg?_~5q{d>r
znTpD$N6I*zHXS+~p!fnPryt_+5iC|>AS82uhCtajrtR>A5Wy(kWI<-*vQU($H1;Zu
zL*583lP3p!c+l*7LS#<_7fcdEDUvsgad=_CE?2DZXBWqEB{t|>k_CD)BLJ~8LjKUG
ze8g@85H3Q%k9SzG3L%V!?qXpP$iBgrtMwfXjnIKk9J&Wj?4}3@y>W%cNF5u)=+#80
zk>R(o9eOejc2&UX)2c9fE!t+qx!rgGZ1o4Q)6?R3jF8FDvq@UqgAZG=0l=nFLkjuP
zbW#-dGXT6*qaTv1y7hK=D8v32Ys`Pg2mPz<*(JKnlyk}HEs7NuDxQOf<0J%vi%&VU
zsS^$pTdZPAJT`L)FpSr8*}wSt_ZK$2;SA9qCz#!sG2Nin3Uft>;Ve@I(j_TvgRqVv
z_#hNBG6?MkJ^R35Q%`SQSI_m9&YI4FW+VYR4DW94s2zfKfeL=T=KPJinx>koZ@&EU
z`4ew+1E%>vbAA2gi|0>)Q+xeFPj3T}I)tP4LJ?hHWe)?%MWk*RstJy2xn6hb8o(&t
zsBgZ}+}hmK-`_-{w#mo4wYCn)c)iltPv^F^wVb+s{=`tn4I*MB65)r_P-k#x+yp$B
zz$xF_-PzQ2_Qcn}cH-K(bE?r^r2#GxjK8z^gMauh|LyPp+pmB0=P%s(3g2eLiHB=%
zyx!e<&E@Iu893SBeQltlwyn0d^=fBZP48PTpGFRX*s~CuWdpu6G|P>ky3mXOk`nHN
z`3B$#7-kBBnCXWl2XPJpH^vZU(d00Wmd4SFFkBXbD_~jEAaw>pE%jnc{kZZ7r3|GP
zVe}lFo*N`28KRt&n?&`=V8c8zRSeQB!S-`L9OF`neIrCS26fNGU-T<^EF6n4$U?OR
zRit<lKQY59PjSJvt_X6gfZQ|#Zo*896FF|^2YZUt0<X9#bY)<X32bSGeRD}u&5v88
zcqyfKVL`sOHo7>^pPuAbi;8k?Je!haa`fsVqq-<4SA?k;A>!fK^%9*9q*sx%DPbYT
z%1<~`1w%Z|iGAgM#R1qNQ{1Ar0G1QR<wly!5MZ?NyGYqMI}rj@N8+etfJN_-vIbmZ
z@Vtjxjz|+uX2eO$Mg{qlBphJaj3~bW?K5D4Hk#YWavMd(c;Mdl{)@*SKEL(s#ofdA
zkG79D=bj%defoUo^Y^wsd$#z~57+<rgO#6raD0DxYPS@+H<x&_Hu2)#=0^{2eg5R=
z`w#cu-d&kahO#cp!QAv(DQ}m{Vm4dM<%+lg^~<IjGde6@@IuJqM!lZR#hGV!ckl1s
zjJmWSJ)eq$(Qu%X?+1f-G8V*+L3j)t6@%nqQEb#O71mCLH?uJ9Y-|sHsB@^frN6Ob
zuovXo4U&-~RMapDH3)}-xY}+G6)&ce`Pd#FwuJ}sY$;fy)sUQ+)>~uAaOr4i<%9i=
zZ*9&$SSmi<o<81~zBM;_v;e|m!CXDFQx5NzGP@Jm-BND52yj1{wOnc?n_SK&S90l{
z=`uLG)02BMlegw7;D6m&0{;=r<g17ClVG>Ll26Pf!ZXp(Oe6vn9@F9YR47&nhNdH-
zg=Bmwm0Cz7rX#VE#|H=nR*_80=IVG{BcKKfMTm|rE{@0}(!lkE07WZ#Vhxj{VH*9a
z#GU!6&+glP_?Y-7Z=?V8xnMU%Ai?oGJcka&jxwkrm#SLz-hZ(8+rR%0zxwxo^PB(t
zpMU+gfAiVf&$gy3TQie)*5;2^s_)&~dbm6P{Al%q2ix!6UVE}VcXzRHs~p`a1ojI4
z!&30}MD%tsevl8}os1q7{2M99;bi3DeEwh}J{PvHPDDO^cJDX8`Y*ry`(OU@x4-)B
zKmNl%{*T}O;>AxDy)>PM`Io==(Let7x8Hf^<3gxtRaiMhLCdw?`b#}9ILu<VhGTh$
zH{%YKvXv!&A|FbYrsuaOrq>EHH|N)OfQW8pX~mgM|J9d&`*i+boFYf{V^DpF_Uo-J
z*P5CD2ma#qGjClw_2$*u>)qY$Fi`Pd|D#tfyngn~D{s}EtLdz3YX#4?Q<txwy?XKT
zHJ)tT5u0>G=TycVg{JRl!*un)@H9ps&d-(v`J$v)l%~=wpC1v9AgfctNQf9p;!AUa
zQblUipxA^q!x%xULR(z~qYtTfA{;JKG(x{QuTo3fb@Kk8lafsezyKditwHj3p`;9k
zWjZ67!EU8->J3&X@WuPUzS2rn>f0FN>tc1UGk^}o;3mTempd5G^D~n?e;n@$puk4k
z;e~6AJwT?O%rmAJM@v<XFN`u-kxn-&o7YF;VvT;->4HZhxNMr9OY$6gl8A<YcXf4K
zZ|rSpM#DgYP`^+LGXp`TgCmxqggmHRfKp3wz?AB>aJbYioeHmz!{zc}iwze|uoEd(
zG(t{9DakM;702b0#OWeGA7N;L)^2ntmykt+e5aif3DN@|oKD+svO<G#+V3d1|6<?z
zS6kVen}#I4G%T7j1j8XAR2EHXQ@MjG!=cB2XENfqhR4PWcHeS7vph2$pWikcoCL#o
zx5WZc8KHbxmuL)J{~#(86hWxz8ob=qf1`H@jL=7rSSSWJc=6I}FMa*rzINj47q7h4
z-g^T@gu##leS_@~XkUH()rPvO-R;fIb=Ob6^2+7Yr|TLoLSQ|OjWw^m`tsNQ@DJX2
z<K@=Y8Zs5qI|vr>wKrO>_YXFA_g%km`Q@7HZ(O{5vhhak_1fANfbVGSXl<=SqMJc1
zywcDiQZzVxSb?~&qxG%6_H!c6Kxgx5xqQg#?)61cCa}$>_cyehK7Zy^-K#Hs<E7Kr
z&tFoE_SpP*gGRp<x%=}MAOGOPPcsu*#+ZO-R5O+2zL6RVq19-+exv=>_WF*I?ylCl
zE2m$%^u`}Gz4cn105GC?b|T3@pc~0N3teR8$m|TUiNeuv#3tdGgCnv~d3rKWhoh@e
z#4!?0%N96z5<goQA~J$#qK88FQU%!|M!Jih>SZNi+$4#eV34DHLgfCP=e}_ptshQ7
zqF7wIPy~ily7_#}?otfHFkUkDo=Z^F<8i}R!P07J*7(j*aBW{UyTPAb7EdjRs!Ouj
z6=ftt18~MjmO3#nuC9;emV~7hVYq}XFYy<a6-#r5N=oBYu#_BlWlpfUr(RkSXR?%V
zgc^(UGDUH5RyeiBD=af_?x~iy#WVBjNKE4l@n<$=i)-pil^M(F!)bL1xFnW@xeD1D
zgmM(k;WRA@SoR@oD1i67v0ghW7QlP$FqZ|Y13YvY%A~@@T-0iQtdJ0Soy35T5(+V#
zZi3zfH5nl>4>lekWfH<jSnPI5qhaTKb#8n4aA9I|y|S{uxV^owc57|((c$5@9zOWw
z`Qx8|^3hK}c<=Vc(o_<Ra0AcR${*dj`J=~o{^sKsfA#M3pC9h;7ox?00no#L@cig#
zzTi>u7Bc>=>D<O_J{JurWlE_)9B{f^M*Y^p%=bTd`xig@_>Vt+4k}J5<xxvH{jE2y
zojXND4jNQExrl^<bYma`92Al|(o08lbMQS3Y&&ka5!Ks_9~{K>!+JVeP>^04YM2b`
z#SXVahg%`TZ3M)im_n3Mp>%jNcBq}hplPixXL2SzbKBy`r=!J(J6qp-atqkZUmR8M
zFQft6<^Iy#?U|`t6X}D=<X*YBTPbb>U`ipkoJr3o6Em?`H5#3Y#HxwRY%({W2Ka~k
zVmh~w$}FX`tAzrH5?U!0=d$UENF?p{M6HgH(Gf5>yjq)6X|j#!tfS*r`M7;d<5cM#
zN`qOZ)(Ye*j#$O!saP~Qg<zLSc^DK6iD03SxPbvakpMdGpw1f9r$WZuY&^1Gl|5g_
zetMhu$t~fm2QLvyBA!Uh;hW25-UfMt?;ji=Eq?jK&;I(0pZ?_+pMUwqXFvJy-S_YA
zJ_J$rAeiXE_LDtekX(6su=4C+<HHBHzVi@7Ds9|dnA|DGz!3iSMEtm#c~s5bpG-WN
z$sAXcJ89RgobS<W<{8*HOeObAzR&Ki|MGAD?0@{~-~Z;<fAjah`s?5PhcCZ;{(h7s
z^cnbn`IAq7`(J<g`L{oxh*l&F#c(&as}<9D9gcz{>~^c$7gOrIc5n9P`t59Sc3kHg
z)3|iDP&ij!Sl`{=I;hMonp5$=_;-Kxpt@`1X}MIPh$bMx30MdQ+7IjN9O!KAYisWB
z>xM%HF|Ai`G@P$(t7*Ra<|P0bym;dLwNqEXH2^b+yn6KlgU7RllHTO>xH&_i8sQL-
zFv;rZBYOOT`9(vyG9Hf$<4F!6mPX^aa)lR-65JtZG>Zq(G>I@r&g%_0SitpGoRTM|
zIDst4y~h^|tep*w$2{V-V4Y^7&&|x|$EtIxM2=LQ9|dFlV2A<8u>K&~=0bWy0P=#%
zq{b|+A*HF;1y=Tev6aNAl|2+{N4y{?&q^anvdfQf2aup=*P1|N2izCK6{m%{38ul^
zCzOIrPTt0T?B<pWyj!-w%IBC9Mdr;VX*S6f(0ZXA^&{;~Bi#)cWRp<Rr?X%rDzr*V
zF`M}+8CfMEOW7zkX+X|LT6GK%J;$MUQz^|NNw>>KoT$jBD)NArkd6R6E31$JqCUFA
z1m)4{@?p_TL8l&tXtk(Rn4R*It=d7WaU>Y{JrU-2P2+EL;QV5Lw6NfvSha;$489GU
zXH_BgX2*TEqfVDV28Ys#41?J+rM1X3(FU2W!>Y#E%s8of07q+pVrwwuMk2Gdz3+5e
z_hnGE0nD;%pbJHSpt1dLoP6nPfB0{%UcKDg52o?GLkO^=Zf<LDZ0~5i065CmF1NSc
zsJnjk<ZG{7xp?lvg|}+!uADo6>KiY=^wQVAcK*U!gToy-!Y~5e)6!m7+i<C~s{t5N
zFJC!XUw@&Y0odL<J38C0T)B4n;?>56+ToGrKv<F~iV_*7+eac0YHKdNJluP=TqPBY
zJcXQYvS78Az9HzjSHAfN|Mn06%{O2D8iRDTzW%lD_G_bKy@3?m<;EB}jIdglw2c=E
zQjVNHfFrl|4Ry9RX_VOY9f3*@6Y#J+2BWLB<r^>k!Pj4U<=WK_*_c)|Dv^#^CGsFh
z@F3F-0GYxTY8f0EiOwd|8FUVl$rUr%dJfmZ7g!YvJ5MO5vAG<vTrg&&alm%pMPcWM
z7`YC5x|<$HFr!RLPyt9dyyBnz^aF>8AcAy=$r!#sD3)rBN+*}V(`xi&47H?|e=zO2
zThivuwEb1r?tR<#x@2~ZJ+~pATag#4TyGSkv-K;D-3gGuGs~M;1n?T^(xPH{Q888G
zEKEuk3!}@~@ztbh+A*HB2-glY6LT_!dWgfn0a#0OtKzj=>bVW|{FWuYK&@;D=C;@~
zE2>yd=ZFiY_oUTz>B0uf8J7Fws?wBvdXb;2lI>BLD?u!P`@kGOpQmQi)Le!c4G{pI
z-e&CbIAKl;7TiOeW@<D@ciJ&>StkhUvpYbZ212D8aM-csysVtyWg_%^mX|9CLJ6kR
z59AOmpI78}OQ#C9sgk`^aDpws!fbw_TAnLbH_9LYe{XGZaeb+>HkDe<hxW>ucel3w
z^xY4(La8N#V>RYG-l}}}+1`)eJNnb_JoxO<#+ToF@+aT9_a`6Ue|m5e#FL5{<d2@-
zPkXIP#l+M7m5(0oKi-~S$OSWD%ScyK{e`n_byr0!d?Dppnn{N|MiGl@6bmI_i%dfc
zXfP1R(R}UA>t|kVxpblJ;-&gar=Z<U3`8Fj(Mv;g6Hr}XK8YFW;1du`JcmLOk!kE9
z6tfwkX6P40fvTx6YluuH@=J$%!0?@Wu#|dltNe6z`p)e1etGK7RONVndV6Yey;Ph}
zB_{%bB*=)-n>-qWd)x?)S+27wj4rjsqc(e#2Dd`zQR+fkQ`}^aSR6r<)uT0972|rz
zm{vHd6)M!cQ3YE%&Kn))kEys)HD6|wsccHETVo8GZ7IM#iA3g;;kjgJy_8wbCE{kS
zjz=f<cMQ~ChPAaq`!JwQ6-ucDJhZd6z2od)&slWiiGkrpG!hPh^tXYCU8hodbaU;G
zKmO5+hi}g&f(KKfyUXR>nZjlzb!Vmg{@t|??yo=I0iuHWcaK)zKH7Ze&h7^fZ-4sy
z;pgu>{^Ze}_x9J1fpqYzZas3h6g|p^9!{m+Su8!OrXQ3O4?($~$v>>7o=k@xRbn4+
zFMN9&AoD=xPyX%IiO<%Tjw7*qi`k#P_wXn0ymxngBdT=>P-JvRKLd(~wG0!Xkf7V0
z$yGd|VmiO{;Qsqdi@U0ECy^%S$n@@HVSasYYx7pVT-8Q`pMCJzf-f(`aT#Q;QluCY
zjE&1RN{LD?RLBGh0b9zZ2{}{&3(I6;7(5~u)rV}k(p>Y_)yDG;kd6@+mT~dy8<%S?
z*0*=T@EjaPIWWNO>7@7cFq%7w3I)OAW~fvs*(ekM4svBtsz6QWLCPF07{P?2_*{;g
zO$j0aU_Ao?@`6-}mzZGXsvPjgRhpnzCYfa*v`Yy6E{4&72OReD?D*`WCY=!^6MThy
z&}E}q3;^)dFfx1vgK3mYhU_ks*@e`aM=Z7xuM4V_x8v|NnMoPQrO)J<={z%)XJkw4
z%A6Do=Swr<NQRQi&}?=no8KfGA9lxBQ>&WURn@HnS24r0n0kHwL9Yu=L0!f4Ut^%V
zQNy(`*m<G6)#k-e8SO-3i+~GdQwGO`1dW`^r4AuS>S&}cr<Sde<J3x&ND5L(`#}(W
zJi*ndKqTGBR9-ZZ=VdZnpN}#=I+y?w9Y2pjX;kZxi6A@aAUQQqmjNF2k^jXS^WX77
z|7v@7rQ_yo{I)&2Ch(Mn=IL?&jwiZjP=lly({b2-rx1-fT}rXhD0dn){KPa(YU~yX
zhYeQ3xC2e*c0w>sSW*v-HPSy++dtSeGSWQ+`Kp4WNrPB?f6cXXmw|;F(5pvAI{I$3
zbk}rsHGwB!TU*2R+Dpx?U{K%E)LeVH=0a^lO<jEr*joM39|7;kAH4bIiH^=@(AtB|
zR%=@gkR=U5I*23$gH9M3>}jmKdg`s$K^H#^>uGLn1Oxe@f&PJkb|zz3p@J(^gA{7*
z$jF)6npdw~Icc`SpT1|~3!A!HuR|fVWX7ct_?i0Jv%~N=`bN%5xLAvo5y;@9dB6oj
zdrYi_h^69Cl;Z{>3DXZnkHFAft<9LBmSjw1bMkW&x`oBE)oN?$XnN`OuV1Zgl#TjD
zQX7+PpfEIK#yEwkp)xfTx(XZyOT*%58O(7yUBjT8=@cuSY~`{objB!&CM2=O@Ju}v
zXBon#VASdWd1jCTIB!`Z(a%L1%>>(>$j-t30vFNi;q&4^;B5%16d?uMO76oMM`dZd
z|M~pfFW%Yv+Yfesel-1P+nd{BrYGUkHwBY3LNG}S#tEJf7Mxg)wz8vL+Ez|1a7$Iz
zY*jc@5l)wc%N4~&RkuH5y)|WDjHxqDPIgiv9ql)n@iVjP^-a~n3TI}CwYa93Up7`Z
z6%+G<$vH}8b~KjKJ0s%h-O<S<{?1*oE21#Fq)s2v6C8<T5tBCs^E=wY3@1NHNoH~J
z6fTt|rE}y+0_pY*M3Xp^873ADDn>_~HiW~9G-!wP+7XYF5O!0-4szT<oeT<AQ_4!1
zTZ}S_8Cn`>cS8t|2NL$7vJpx)fpyyZZT3N503Qi+d``Y;jBOSRk_PMk*81_?{o9)h
z>r=T(93aEPYnA1I+L1R0p6zb`^pm%L^5LV;pC5gEZ~Ye^KYo9I=Dq#u&ptf-{=55&
zId9Y=|Jiq**hiUZ=lJve#XtM(ZIF!<(2IFws7}H~^mReH+dLNK=5lE==M!^@Vh#<`
z)z;VCFbG^v{q2z6)}9;J+OJ*ctG@zmt{=E@g)rDE#t$p$NCgWeppA%mXbuG;rJ*PU
z5{WX#=eb#27enSAVp@9`VYIx+w@wJGMZ7pdqDo33=eKs|fsAc6pPx@<7E;N%M6?`@
z76QSz!{ybPEMwz3pav8vv|^P`qSgX}qD*5Q(>auSms00ZX#*O4%wSGg>@kxyYO+L(
zmY~kyRck#ejZdTZYxLlCP-l*t9l+F<cDnK&&t%9qpN?-%6^@pwcb5TW1}NuepRCWl
zxV;H7fj_;!^YPs+kYRgJj_qe{6E1PaD#+W!S-mi;;up2DicOodjr)v}VnBN|pV}x!
zvTplquJGx5@4R?&aBnSpw3OeU&AfeU;d^iIef!?>)7|MW-Uh*g`=2~I_zp-Iez5oU
z?d|8ccfNgm_{p<-A3wSUf_ILlQ~Sjr$Vu4E_-^IG4=U-$GlhSu>G_9KdC<#0n~fhA
zBhMx?&#Jix)A3uA-h&D6JM;N(&y~SO{?2sv>Ei5hW%4i;+7DZ{J!8uTt{c%R$3g=(
zdm>)&1`DzH^jvu}>`IFGS{zwQV2_PiywO~xkgo<}NnJGf?D*}XH7X?W84R9~ClT?a
zV-ls9E0b{Lqe7*OHzs0Az!B3WToNDPs0mO~SA9?Y`G%%TH@X{o23rT~FI+u+^2{r*
zo@(xdpm2hLK2mo(1`44QX)?WmYtU0fB7{H;5Lb-Ugg86JiKKCvA}t&sJIq+44zQ|6
zQh9MW#nG4{&Hz3Hn5Q$6r46M&j0^=a^Ho(UDvCvfo&e1oBbMf5rIJ1o6NBuRQDL9U
z$gpa-1bF{IR||Bohs$cS*(mW8KM*1Kz34=c0;uS0&NZu-1RA1X1n2O;02?k<U{)7L
z4UVBuiX1O6DpT@sh$fPCO11sI9HYE37B4Zt{M>6NJ1mG;43msexs*l;y)WVr1zkL=
z6>Ik)eKEYngp!JSRB||v+SA{DvAyXueB>I9)}c3$6)ZFx*8`$&6iOI~4%3>EIs;NS
zj<o1-6KQ!iDGG$xHWx*sMp)J8xx%=^j?>stK_5NoVfrmZw*~Ka{l2pQuAZHxoG*v&
zTaxQS_oP5q5NitKs)$>u-t%ZbsrnyGc(QhjO{{c^Sl)43AgtE-h@&QqP%}Ugx4_9w
zBj`3f1x9CK`v-4~jI?8rgHU)+_i$rBv;nNeo11Ivz)q^6tD&j6vAw2uq`t4OwW;Y!
zXBRNLHFWj0cJ{U2=xk{0XsEeSbN1}1GiOenK7H!kxihu(*SdPzI=h<d>Mt}lUK)h9
z3_w~Su-@Up-rAZgr{8?z)SIujv|Ss7wzhTFU%Pgt_WHG!=K7BIs~k?hPLEb8A#z}N
zr}x33twd6-J2=4R*9;FdG&i2(ayzUxVD{{B`xr_maiHxQodM%1N35RVWCCF{B1%Tb
zoYgex4znrj{^6bxXzNICee0FW$Uf+Y?|<vh|KgAT{4amLzP*V+lm6{Xr%s%{0&KNB
zp_fj#gKnM3(BNs~1S%-;dJ0oVVSt2fElAa-GRLTN5rd{=()Cn|nn;o3sAC9{ZW!b2
z!-m_bi4JnQmzYIRQ$(_hj1W=>5C$^klg*9FVvYpuF4{rZcxG%=gF+I8M8dRRv00J-
z@ZtTx`}{|L_oGk#_WgU`pG`${kk}r1^{#Mz$1pvkNM%^@6r)rY&n_sd3uDzq>BKCj
zya<SRf{8_5y38n)`O~wC#Rc8kvT1G600<Et8=lXF1p~bGRl}`4-R8P{eMPptq1xC`
z%*^u3^JCQ++2WF5ZblOfXe>_9zblI~-0eewGoVyxIKB{T3IJ_acndpY<rP`=rg(Od
zJF~<s%rLSQT6I}anrEadgo$~s&N{*sc8{xJ0T<e$A2w@;-4=AvMu=KTDKj-^qD@*@
zD?aIrhf{Eq(mq@&giQo6F%LTJA(q4Ja*`c!W5YgtI7kV4X+A66sivB^_@JC$NXC|C
zr>638he4^7OJngYa87gBs$_Wb(cztMKf3$w?Y$TGZ+-i4;|EV}JzFnt7kzgZ5-;w|
zKHo0R$MsLQf$A)Mdm-~|XXgFG<p(R}YSiY^iadJ7P}_~c)}}Eb&F@rd6bu5YpNd0v
zHeCn#@B>{PNXQTkk7WUV%t#-iqmeY&N*ruvK{{l(0Sz6lWWwl}4iN`D--bEZel7*W
zp;I_yGMB=o5l3Md-4NC>LJFW5v0=_+7jK@a$QBd1m27;{?@Bsd5r@lfF}e+Ex8C5^
z8J!w~O>MA%$+^;GRa@;Er%Ug4>8&24)o->%Y>t%6Rq%PsA^%J?JQt7NOeEG)>GgDG
zC7E1|M&`qz#aLu17FmddW`lvHXml%|-JdM%0hxUz^YG^6yE`-AKA8XL_R1&sw!U*4
z1kY}K@o?|+<DDNq-v8O#M?ZV}@JEk!e|&H2$4~ZO++BJ9@aBu7wNLMEe)o9elc%fi
zKc4&K-r{#}FaPlV_7@K}4i>}dsAPFD@acyS-+S=z?Sqx~?<{@tc>RlacYpZ)t?xeD
z{_e9|KYZ{0M-TSjzqk1w;QriRdwjI|^v=e654Jygy!+`BkW{?!(b4>~rNZ${>Yxxk
z$Vcx@rXNh@kEaTcs-?%%#e3!G<H_{XLgu}x;=2p^$BT)3bCCx#@h5Zn2TPgzbJ=gN
z%|0rG_neX^0q#%B@?T6zzURfx+LYNq$nTArtx=Z~#1^LHEH#HZMrVyv`Qu`p-4;mr
zyfLfWZ-|FMx?$QFkTS$vzC^$igCi3wgdC}uEgJ=GF;_043x!kxhsYzrDI_=*+JmUS
z*mU8I%h%4-HeGH853ozGU21FSZD|?85_xpy=wKhFt9=NCCUPZGlUbx02Y?}}bc`fY
zBCLK=X-<?VQi@e}CMvY4DH2}4MAqjBQdL%{$_z2uF?J_0R}jxGtL$zN$I7ivj*m%(
z<nn&CvELdV%FWR$mC;g(YtpwnOuZ8+ZaOGZ2r*0&6j(W|Ml2rPs8WxlGqiGnSBwiM
z(wuCLWOb865s<4%j3&td02fJ-QzdpdO$j84zzR22Rm7uQwQfYL?Xe}XxtoGmi3S|^
znXo(+5`@EqazUmL^h;<x9zES}XS&@)P}%K%5MxU*jt}a_hRx$x8orr;Zjj5NIup(x
z0e=b|RA~FS469P3Km>|-Y(S+!IvpTsqC+i(iiHCtMk`y`XEKvaDwNxR(HkL|S$Q@u
z3%QtHJJn?;dpy5)z5TAruGN-ioNGZ}RjTn(cvc+K&tyjOGT(tud+fI?gj@la$EUaF
zHDe(?Rqms)y+}Z5;fe;4<dy+g!!WEJi-W+ReZ9RmIy&q62U>=poxLNiJp(s}hdb+P
zu3Wu%wdPU{$aHILzS`B_&_CGT-T?&gwKtlt^#TMqP@1<lUcGkVQqB1jufO`{$u~~C
z{@TemUcY?t+>NH%*5*3EO21xnwx#7-ef^~?m(O0hc=qCjbEi(7eCzZZ%^eL*9kq3h
z*RO+jzjC>z=6p-bWjbSUTnnV3RILs#5u-qwcU{dJkfEBM?zixmCLXuPWI_f*KtxIk
zrbwv;4wKh{#dk26gX*z9i=oq?hk3@wQzm7}>lKq}L#=JF&JHFDE2T>Uw&Y)Z`5%A#
z+yC{OfB5zO;Vuk;e(CEcU;gH)5eP{vb}^_XB1ui4s_|3<o@_(X#xNoslV~Hb&3Le6
zXDi4o5sN8d(?{_nC5&Q$(7gRfD;#c?vVx;r+c4BKgioOedOn7(9!Bf>aj8+=U;pfL
zXUK#>45~OHgGehP3uO#u);D^*t-G~BT`l{zs*@X&*{atX6w)M&p5msivaWUlnQIUb
z=oopxirSDb?#gG^g)<AB*(ugig|{*<nO_!7%#!EVnDfg5P{jAv0`rq*zmsOsAt!v|
z{aO2+o37Of^>j+ISW@iV)bDMmR&MgE^Ma)n+48D%c2*e*ik&X*+O`Wo9t&lP!3xH^
zl6YFQzAIVYkjySg=9ZNUYqHgC`O41d+?r(Srf7C;Y<gLquY!DRlF>En2%ys?PN^!$
zl{ke0x0L1QqRh09mT}Yb9#+A}DutMNKQ-+kBt7_ykC^q5GhS-W$D9cB3UL7#$_3q2
z&@y<f<bZ`1v$NwCmQ#iX&>EXvZZSzD0t$;xvRZ5kr5=Z+SIP@do__1zgLn4!o;<k!
z(fvE`AMM^PCR1*sCScag=OSCPxs1=W2Po$tST*7*1gv?#Dd|)vT;pMnaa2f$^|izM
zx^R$T0vw8g4gsjv@Id=eR~H;SreOnk#1H`iB_okE6q1JMCyX=*aa~+QCm%ZucJfsC
z0A{d_O&VsBhUlar4(Q@(P(5W>#Nu~SGuOy#_4HybuW(&{RHuDWZ~Cai`F(-^kwfP&
zD?}!v%3(JKOxln}<JQ|Ec3;HiPI&@ZZy@FJf|K`$v)*9Q8wJ&TBJ7$@`RCHng>+`4
zG`Ues9?m8K?(M<S^rPjuN6WLvKxq#&@Qal@a}ywyZo8P;Dx~+zg`?@x;dK7?T;btL
z<@wg^ySwur9)ilg4T}3`00eNn``H8VV(asV+uwh@^Ml8GKYV=j$L~G({_~^H9^d-z
z<Acwi9De@v)@RRlK7P9K({}()ee3(j``>%83m`;?YsvNb;O*`5i>HU*efP<a-+S`G
z;qLz8()#N5{^8x{kMDo*{Qi4SAAbDylMf%=eR602`J)Gq9~>WS?LI#|d~s*@-SzUF
zqWyMW_rZ4N{k_Vw<<dbea$L?n1`33Q{N2UeaW(y<ntL>veL9tUI-7kopMEfxxLb|g
zuO{AE&Fq$<2j${c%(tLn9O@8%QIY&<f&Zhla6N7<g#2!kLn+lO#0G=HDr882A73Ul
z@dRqNL@hEn^sXql5PGwdcUF&LYKMfz<#MPzE|$k<u{jbZT|y^tSp+tlz$U?ILtV(;
z4hVD*Lj`GELs)=P>S*b&z0`2|&C4~XYZ|Y#3=QL{e3e+^VF~m@1ElU&2#_{m$y7Fn
zDV1=PN|r)JRE#5CUP`Vg$mCgt0xK0|xy@vi6fWjMRAV^#C|qm6Dl`z477`4T3wgG~
zf}WZbF3!odDu`IpsWx=ke1m}mVPaA+IVrGO27E3AkgcX8Uop*rvSoY>2h!T1ka~e&
z2q@BhP9osEOihXwSEOIH*gkS7L=Qx$;WRl}ro>BN)<;ll1|1f9CMM6sg<dbo;YE3(
z=xl|V&e7r#TFk?UI*BnqE|V5m%~11b?>KkRq{dnuXtQnDq#H6BU=}x4XF){#O#K){
zH98WE@iGOG&xw*yx<r%?%Q(so)bBckMhR1jp&AJm(_c$NwqfBwCf&#pLv1dOQUT|&
zS~W&^a!MXe^PM(42(UF9uy)Jud-mT|*||zb%v`XJ2L!xv8sCIbC!wRsgfhIO70+tM
zD$z(fSIorHGa+9gJ}U4*Fq(Ecvz<)t8Ai0Vb=GtMp?iOOTXP*4v)^c~Y3r`*hjjEq
zy4pK$bau2{IDP8EsZ$ruoVs%9ED*i7b=36@wl%k2Z)m&<7Uk`&4P6~Kz-ax<TPIGx
z2}=4mzxm2HUizay1j$Wrp7`dKi)Vn({nFVtYc8EWdkW0yUjg)mx88gmFkG(JT|Iy4
zY;(trt94hd*Ius!gMpgMb+wmTTCM={uULwfE6{9yAA#69)K_=u?5kJKy><Eg*ICTg
zSb`CZ5{(w9+fQ<Yami_lFN;?LZmb&Tx00s{qj!!fds`ccpkXrU9b?jauQd(Sb(^J@
zhx^Zd{QZCTlRy58<A=w0?;fR+@sW|?S6@Bxjc=S7=*RNdIvPn$#LEffQ6fc8!#l_{
z(TGsOMA~pHD~_)xvc_>tC6y*)P-SS6wvXiRA|*OuP8z{pbmle_el$ea1q;G(3JH!B
zATXEI!54>5{`0T?LM-CqQ3xg$uVS-9dc{(~etau%=eA~Pm0~r}tx8EyqjE_lV>F_i
zPc+&1Vikfe=rG#h*$Gx<Svb2Zn%&{eZg6hi6s%T6D`~-MPPRU$T3HgTZL)6O<lNqL
z?al-eR*7*GlL>I2Ej#YbSZ~IZ88bI#VirTfn^ncunqp&Jva}{z-x*!sQ7x})QW>7p
zMV^_}6()Gu64_|yD#zu?ylCSVcVU@7HN{<6RLtJwEvyOW)`YWbq6Kil*ie_}<-jxR
zi(``|%G45fdQCLBESg%D%q_|0=VWtJ(z&v9Zc;v19;=ij;RrDjBE<rvq@R-ZQd4ef
z+(8N3NC7L+Y9yI-B&8JOQ$dwNgkFksX=p(cTfrV+u?Dz86rYc!kzjZvgh!)Mus9q7
zosOp#mbc3b`=!~tbL-z)zx7dd;b>H8<Z}1|7DpwO8#NlKKos={on|YaPM2^Paz0(k
zA*duw&G;w@4}%YPLi##;TiUvt+6Ov%hWfgI<#DjHAJX3g+`GUH2OH>x^$(L#SQZJ1
zhBgTZJxpW|9Sf&`X#V~ISYH<zHO!=A7#tFeF2j-~JeCNi%wI5lc1Hibv*rh9><`a5
zzjx97#Rc!j=e_^whUe$>@seI)uo-nOhcV-JtOUZK*Iv)0R+Ew4Vq&kD*vbSq)BfE;
zWGxw3h-H>D$(y;r#$<H2n%}9EZ%t3%zd7}2E&pU=`uWb{yL&g^+h2ZXZwY|lpKUJy
zLLA7PzcpRh0jYH5+-?P!=Cb=Bes&(%<)#3v=lNIQnAH!D*1mIZ6R=|d^7Rt{e!ag5
zLgxSJ00QhLpuxTXD4E-99{^?h;mZGi?%V`%b|2i`c>n0D^U?jCcMleC&BdSXP5j{f
zM~}8P^S-D_Vbf{?p6Jxf+TqQO{k^@TC-)yex%c4K&d%n>I*3i$-#&bN^x(a_x9_e@
zZR9Km6S|L&r~dlq?}C)Vy=>^XlzIvxc4y)T;BDuMkEe6TQyH*%e>j~!uBPry#ld+{
zO}slF-OfcaHb+n{OYyKfD)`R|;`hDO`z~(LB@WxiY-+ij%M&s=<D+9DK3Ans>NF;)
zP(@}+NOG;(m!60%L?!_K;Lrsm31pH;h!+YVbS4f@WKsxV>P|)XBhmdRSU;}62Zum1
zIlOU&*3Fk1ff7%yuwpQ*_U6HXE;wX_IE-e{$E<vPkjT~#^iq3UQDi(9PiCPpB&k$v
zu}W=rmeWP``{_YHHIrm#Qw+Zs<+5R%Cfc}|Fv`VBIIvMElq=|zC<nX&d_GC@*(k9P
zb`h9XN@HFx+3AJ&A}F_?90(KQ35LUo0efnT32oHEEqb(01+y7&R9ZiY+%1tHrIN3v
znsz%nTVPLAImrUa<05(7OqY-92w{SGRCbo&kAY9@(@Lp9hY(cuWQ-Gwfk<0!zQBmb
zh~<JX?7};>14%z7mSl(Hn3NZ$;q;m`cy|E26~dwboYq#A6Qgp#qhW^IfHvw7{unD;
z<R^XTT#)V3BLWV5JV=WM=x#G%Tm+TVN099`xc)}WNFy5E!r%>!Y4M{97?Dt`)Ix0m
zN+8S#2j~GW-RER@Y`-VM{I1I0Nf&EPQSPXP!cmWo11<cd!4+DvJLl!}C5_}DpFUb#
zTFDpYLXPzryCY6vse5s_1}Lntqxbr?y3?00pS%Ieblv67&c@E}hR(jGey~v=2JLiB
zL;W>S*)N_xefF(4&YV7R_3GK?mh0`EjhC*R0+sznGpNazE?+!z;p|(dPQLcWt1q8E
zb@J73zWnu<03hjWpt4^)_tupQry8$cx(E=+Z=N`L^7RuZUO9XAE#P!(1cvfUXB!&9
zg8pL7wab?-p1%kLPOXh~wU_()0Qm?*WA&0~EmUSR7Jsd~=TvXsB{Zf^sTp<!ux2N8
zOx-J23@bIHaodPLLv#m0m82|Axc>Yn@BQ!p^{Ze0-LDgIw@E)nL8BWlUIV{V$QJp*
zCqMq;iy!SD-4*Z!bTWm@;*1PJUVHVeuYdhbB$AE8Nl8RCi8zWUi^+tsQIx?WR1LGq
zBm|hu>qx9|0!@dc8VKZZGFgozn)`@>E@G?;?x2yKQ_0G=pH;9VY1@baq{a#uJhyo4
z{`}^D{eS=Z?H8Lg1W_yGM{SbX{OG}k=J<|&cW-QAU0S&*2|6SImNDaXt%QR)v(6}G
zAfR;^Y^_F*%4Arxv;6sG;lhS+VN<xeCEr=s?9AxaGU}C-ex+ck=ETd3;+@s;TT71l
zxHh6^CS2^T1=IfY_)1=0^s{0%QrttG$nY2EWH*<k3paVITguff#n!%d@6b9mBX|37
z$t=AvMcF=*1QTNAIAG)QwvKr7EBra2)0+d+LeA78YjS~JU12Y5O6FE&=?P{iMVOou
zEbk~5H>HzHoZKwX0<j7e*3`5B817b=$JbVMD=WI0Sw$#Lk0&^(1TPikCj6|BgX+*>
zwek@ezn4xPq!Ncom_eXar=TDl0$K!QY!oaVF^EMC5(#i34vHM<f%SLdAVXN_FvyIR
z3q>;7D9}1;4PJm0jwLHzf0Rb0P)T?y4v$A-kO&MM1|Gg#2m}R#08$Q#NF)%6SUQbN
zB9T#uk$&J$zHzOyvA(~xeW<&)ud}V~Ms0IrOLJ3wS7*~ef5-6P0I+o8&;&9OgFtpu
zQ2pR%BNOm=kmNA}feiH{VZ&?=NW|f{^ZnNZmFx1g3y#muCH~{3&`-|BKRc8B(Rud|
z&sp9%<vKoN|M|7ZmstM;hhZYF^G6(xiFo{WdG>g=a1U&gXA6&SPCi_mc(71BUMd|g
zPlA}5)pB*QP*?_rxN7lezI=Nge6jR=cj>`u1(4tXi055U)_0dcO$W%=r<-%2vV)}h
zqpw2h3VT!eopNStGPPX>cK94fuDiQbd9*qMs5AgP_rc-nKk?i_P5%n%{!b--^Q)-&
ze?GU@UVL@F`sY7?@#*2hv!lg#ZZCi9&g%O|s~_H8|Kjn%$G6v?ESHZrK(dX2PNt#;
zQ8YM_#~xESN|wlcIyEy}UEW;Z-dLWSNO`j%)8kv~_xCsN9B%L3THD{5d$>RM{@b_y
z%YXgF_dj@Y1V-_t%#+E?{fXFvYVz4E7|UlLO=X`<e{~*CCGVGG_bc&-)#Q_k|MC1}
z#%wWA$w3-)UyuK8N^qb>uIngKBgt!F*>&7;DRWHB(5m=+9ziPQDwLx#v64U)!I)x!
z-euGHEU7Gros}`@NO%v6hv2XQ-WLM0gefQ%t`9rd*wbC#HQa|{uvHd&!Qm}iJQI%a
zbSS$LOyAVmvTTt}BzN;g792}Wl33}ZZVYw2yOY$@f+FEKERF<?!Aj*kt3zsYvF$F3
z%}%sfFv$cblVSToo{XCq@$yUxl9UY*a|Xs_BN9pfxDMkF&=L`{$41s^yC=)cjSVO8
z%>js2EJyN1C{`!j<;7SX$XJY}RS%2#ZR3goy=u^9!I%tGsRX7T2Ol~D66&--VICs_
z4NP^GV>Tj9M!efcH@lHKSMS6kJCwi%{dBK|Z_`tKE_yh`ayZeYvM3ZG`hB>CnelXl
zW7iGEeCSkOn3<qX=jbjK%4cV0@`7B7?$sjs%nr33rM5wR9=zL#H0oeF8`ADZ&lGqo
z)7o5&lTUId3Zg<z7!5MbYP5nkg6XRv4A;`|tps8Vn%D>+-9`geD(tpeFg6F)@1?|p
zoLGPtaDjl?-@D#^S7oR3#!Y%JU2TGiH7c>~o-+KOw87ta!kbF&QvvS-r|Y9i`AIys
zJ|@1CF&5_33O|)f>>TQ=ZEnAO_1asf&wLY%!E0+Twzt>!4zzUkHg@+n_YHN_H(qUO
zyxvfIwc+~Ji(q{I=Bww=y-{0x;VOuvIeVh6{z}sg5V3sj)LSP`p7`dQuYdF0sgw0}
zHD^x02^#Zne&dfolYZ^WdC<1EHeP@A>tAbZs%>e%arx?nGiTqtbQ!4V&%FNX%jeF%
zb>SRX%fEK=<jd#JoocABuenkKg${DKI1q9xRX}}Fn#BvHaj!)){K}lh>_VYQXX(5K
zl^zb*uW;lI8oz1O*pH{QAcng0f!LQn`T5`e)nEO|&webF3NC`{!s&C3R~oS+IIG5*
zil+2By+)_SK#_fIJ&-<VZ|5KwMVvWPhbPLAXepko!4u>dJdc7AyO8>OmH?UuYKD?Z
z)ljKw0@;A3I!ROufuMoo41+}XFg4hZG$7$}kIC`mafZ(m3WW}{*=5m7O>#~-7Wv@W
z1GAYcz@XPkq31`5C%26UyPSnZbTm5{n<SQ2#`0lt&ca&>X$}jnxq#9vg^9SWp&)sE
zO~13QT3Zq<FY}jH`72wJTL-%PNACMuzJodEUfH*pw7a#qwZ-wrcLMWS*-T8fJ8izR
zW#3#@%})qsCwQ}y{Dm3u%JS&?SJixU2CU|184GKpQw#isHR<Lp-OUYkaf&;&z+2lF
zK6_!vOpGej+(??Uc_ds~mx4RM;)-HpU$L+unOPOgZ-}PAVlGDpZrSS6*vgJ!eoa|j
zl2n$&6AR*em7glH(gjwgz{wVQ=>jj2<3!Wo-K5E!BAFhGM8sYf$84Y|N0A(64<361
zI?@Xp89>3HAk7^!f+isdBm^GOH-Z_2!-rsq5eRa)9|P&3pawvBB_Vq0I2ay21Rnz4
zq+UD*L8p*tWGoXX+3>?OJe-Qf;E)(76a|H12qe}p1cN}6VMr1bNkHN#SOOh^Bq0#+
z-tMN3mdgX3jj;Y6NN;andq;0a8<1{-3DS)lwe6iPy?uQ{!*B!wi^iZw0FroQh=2wK
zfQloLp$HgYxP$6WV}WUc2&uBRICsx^esLl6cNg40zM%f@8Ox{VB43;j{NkMF&(3;2
zIj{R-IQxYxf2ddH-BM4&;VxyeQ@NYv(oCr^v$k=xee2Q6?(x#@!<B<)HxHgJ>_1xH
zyB~{}tEHRkGb=mOm0PnJfI+{zJORAz$E!1-l!F71aL21vfR6#-*GFs9;Kkh~a0i$;
zm?`X3!1O+`UW{#)lDn1c!AueO&HxY=P+$MKxPNqa12pNN0B%5$zi0pS!Pch_w!v#a
zc>li#6#f7E`kni0A3War)`Qh=-CO?f{#PykcaFAx^5o%1yE{HB$K{YHBplq(2w@Nb
z;`X5gB~uDC{@GY~c4l&Ub*efS_m-ThJ2S;<JerEeqN!|QYIb#FZ~xBSx4-r7^N07I
zY^*+?pMF-(KcCFJH(NX|ryfsbpHAl=Po*E0lgE?s<H^{A$>{x3`0<4AgSEMP)#{Ah
zHZjK9HPhaS@G88%B|Wp?7i43KctGW`jM@xRt4Ye|6Ig5ti_Mk@<WwrJ7kGP!bP|jr
zu$wp6Rs|p_rmubk*@{MXARv7-Je4qrhc*s$UcAw8p{}EIkS{mJk{jaDkYF^RvgS3e
zNws4_VK0r@C$!#av!^OIXGF%7NS7co4PBkYjwaYhFF*znArJ_OiemEMOdc?R4~;1h
z3Kh~9V1GrBOz}!-N!-s@i=YBpr(OXM`#F9u$6;rKVmGep1L<uJ2P&2#WsBlSf|1Bm
z(-RC|loU!*gHeh<Ovx7{z)Wh=L(L%B#xN8HxABnJpuy?&c$F3<9PO7Vd!0VaR8{Er
zLiwC#nQX}Bq!=BTF+)$L%q~_0(^KkrKm>4X3I)V$#Y;xJjaIlyJK%ETGbvFl%=6gL
zeitH^6J#rlwOLWjN(p(`6O+<vksmV?99n!R#RuRyrwtC&>^2KpZH6l}{ZkoU)JsZ+
zsgosPwJMvO6ekjFs|l@=4ujuRNN)!oH>rG(!D|!Cdc!`(R8Br$R;6PcrwOMUg(-wX
zVosls)Bigp>;Gck`d6!s=UMaw8le-7Y6Q6nOxeCr{VTEj7c5%v|FHL7L5=5GzUP!n
zpNUIc;=MP*2zl?l_ue4{NJ2;;jD$RrKnQOVNYawtRhG#z-Bs1D+DuPR-=3a3GrhC3
zv$GL<=f=dH8+-3g?BgD)XCL;ZA3OSCB7Ug=L`o1L^!=Z6zUTAhQywvCM{Me;$NK%`
z+#8SW-i&Tyj)#?W5A;+ax@-FoO|9*qvW3+(rL}bx9bFA*Y#$QU1(iD#=B;h@{fLg?
z;od=T!9nd_e7U6XLS=bDd3iy7!;P-)mX0n+M{lS(<Ii0#ynL~(u@2GK-PzGn1l9Zb
z_ezVe)m2wOIp0!WbNSo{Z2+$8@2YL6F0Z&=Q(IYAa|0ITO0HclhnS_Ji)H0kK<mp(
zD;w)t`}+pk+G_g;s>JdE+vJFGqRl>q*gUocV*;VF12Iy_;&(!#E0NN{VIyb4a=NI#
zw&`NQrAwGD;*5Q9X=dJHmJSRIU%gV))!Hkd39U+tU2SF)X}ztjJO&jvfNHC1ZNAYu
z)Qe@(WFnzWuJSOr4m43qAZti04U4P^;hnz=<#`$wiErTxoC5ABn?26uPl<#RY`OuD
zRU$@YBSa02p*3qpbCKZPJ!`@{`pFT*t$yz>zIdEl9Mdp~L7U+)>CY}Iff09l=-L4w
zRZejCw)Vke^R0)5g9o}Nw`})ws^f_8FwEarWGn^Hk004T|8n}#WBuuU-J?^}z5Du;
zyQ<@Rs(TL&4<9=2-?rb{HQw5=-`R8@Y?<%fx1HQF+}_tez3qJdz;*h-d~{p2y(8b=
zm+l@)_wPs#?n`&?iMMWxH%?&BMV3F1r8haNyMpao>iyehQ0L=Q+x?f;M;{p@%PIrl
z=x2EOeNk>xySAl+-S(Yh!^)O=<G{SUu9}*oP6lY9gd&wQrE=!PiawlF1ee5tMbY%U
zz#U+Zx~XO-UT??ftQegQtF_@32C~k=(3oj*4M`%yi={ZB2*Y9z5y?F?1{zNsL8FIz
zySv+4+Iu^Chk6J4I=fjEx|k~xFqnKAULzuno7iIpDr7=gwKSuOst}_1^j;pVAG|v{
zF=5oia2QxhAz8?z@c{=0snIwhi^=8jL_{*94}nIa$!xwtA~#8-7AA{>!y&+p$)XOk
zDOd^yLqMWwL=q8?#$pDc--<*IqM&BS6DSlil}f;a`~$D1Z-7iBQR%QejfQ@{h|koh
zjUt(iYup%^{HA{HcZlf!g15fv;NNbx{J3fMw~eXav@HL9=i<K%&-`X-_r=O`SR^tr
zX=;ncG(J8hA4>?vvNGS^!mV%PPyS~1{%@!5{?>Q;x84VT<A3~j$tORV-}yY4dbON+
zd~5H{<D>lPPUy|8+%rJUALKtgT8CgbxPARyLLA6Cs65<)#J_<&_k%q2;qR>_Zf7I6
zv$1<Q2!hW*u=~q>Xb1pLe*f#ox1cS5Chp%U`!7B^{qs*A{o><?|9(C?1+705cM$Q{
z_kQ&H?$16x{mGj<KmFwHZ@zi?(~lmm&Un{mgKM*k<38)*esq1&W#qEud;^`P8Scjo
zA;=W2Q)SyQjUDJLX@hY=uklZgrX98wlO?COt!XVOlP&C?PK~<!x$NrQt&Pv`9DjMZ
z^D-TK5?^?pSpr%AaxeGsdh+#Z<jq?2?PlWReDwM9+()bPuU2B8?d`nDWl!f^r_-tr
zL%L-JCM+Y)kBgHb2Vfzxk=d14FtrpIcbZH_v)SabX)OkYQVOv_N|lBob}Y^P@)y5&
z`RL(tI_h*80Y6Q~qJ(q~2`oZ&eS_6Np=@sJLP+%X`Nf^O22|f52TN9BXsQvqh9GhX
z?F&kG$}+WX^=(+ZYX(;eytRV^93+B{9;BcLNfZi=$$?iIjw?j-L@1zhGuZud71lMu
z4*K~^K}iT8?M}AKLYj1v=L3R(m#<M^_}ngywr|o+&2L!dLSTCnXV*3B`}*~LU3y)$
zloG7%m^OFp$z@e6CR<$K1g43xCFb6y+HE0eB!ePBpVmxrc(`^qnBjSMPP_(H8<|jU
zHshve_!cKbdvr|&shhhNkDKVS<Mf6RqZMx(BWq2=vx~y%0Ndk*xj$;uL4sMo--q`v
z@fXvKy9e5&Ul^R?EvIGqv^eaf2A!P6s0{x6gVUtNX`0{9v`rGs4&+))8lGjk$5D%m
zjC2+{`J6E~$~A#a#1)wokkJ^ih!n;O)-g1=o!2w^k55DSs4^E(EYB+gW3X6))k%>~
z3+<04-+$nV{$!P%Md%j`uxvg9Nn#Rk)Nwi?#~YlWv`WNGtAR3ZAxCE9`HX!jtkfHZ
z8PtX$#EqWbT8MEO7&`N}*VR{6RF=SLY`%fP^%F>g-Mvkq_4N&v{g8Kw>V+;nnBO3^
zt?26citE<^CkrNa6uci|hx!M58XId%imnx3xzbi&*WTKQK@U~kD7|?8UC2Bxx^@Xf
zzN)OGskXYcv$?*duB`I<^|GS+x~jIO`pVMc(rZ^L3a(a^UcG+(QenZ>s>(VXn%dKi
z=<Dmy8+emmiN%E*o5if&G{o{MrD<RYTLD3-6xu*%cTHiz`NB&@-F-JG{2MZ3D-K`T
z-`YqSq_OaV-i|(GH;Rm;%GpYwX`O|z@Z>5cPfDg*B@%28vZ|n}@Pm?u$_{`<b2(-_
zSp~|@;Egi*P72=&abX^m;~!?%rApo)T?4tGY^IG$($fi2SlW}Zq&}xNwUpRh+c<`F
zk6SyRJz3q$Q}<)$pFMi^_5kSVbMvFNop|u8r<>nAiQd0GdgsV__on+~%YCxxzIWig
zvp>4NBHGLg_Vd!mH_fk)9WQQLPxlR5>yn!%nymxzYM!yVE!@AU+=E&6P4UJ7Z{vWo
zall^R12!FPYln05K(=>Fy#GM7bDMu~B04w}ZSHZ`4%plGB*za;dv{e^C&G;rPW~1v
zcg)V6@Hg)(_8%KIk7XOj((T)dtz-4to;JO%jjt$EdD&8i8A%%a({BH)b}<1-78+kr
zG_xoVEb!dZT$7zF(~L-zBT6knt*40PIFSr1QxPFbK&rqiRAhyQEZ0zEYLZBa7bvh0
z7<6_k$8f}0o{Yeg;#ndLTZ9!zNm2z3j#x^9=^Ixx4DW$>Qa2LSiotafh&@<byFy75
z@yUE9T+ibnMk*SVMCSzl3Cg$?H$BOmo8||-ya_YaCdZ_M`n4siO+^&5&}=fEhC@*>
z0}MdM(Fq!<m`23+clY#l_n}AdY?jz$@o;$p8V${6jzF2up%Pdy9Hq1QEUr|@P)d0+
z5swe;dpcRbqDZ(DJ`+bH4v`SOxZWP{+Oeou3a(el!#T7<qf(|;7>JG|ockBn`CqTx
z{DCjJ!Zobpy{}tcciJ?&o%CEy|J3z1R(CrB*)=eP=dq+NxzfkrS`qMCQuz6nxHtQ;
zf9oe>Yd^8BerwJD%#{1FW#gyv^&gBL{#F<L#uRw67(Y4O+k1Qj(D>NL0F1qPrtDCy
zgO0=b^e)WM58!+bZTb6q@G0cLzSz$_+DzYDP2O2a+*?gOSj#-x$UfUyd3~_{>B%-k
zzJBxg)(=74U*7qyGk^c*zgP2r7xer8K5&QL`?Hf@y}0-7!<#=m-T(QAcmLw^XHO2+
z<t!?PNK)`b)(My2GdgG0PHD9UxtT^0NI5(jkv@bGV9_$QU~GCk7MxlR1#&LkqEqDa
ziQF@M`?%1dlDLITqky5H6B%SQDjN=d{qpqdM<*}VQ_r$Xuk#6L$U`hF)a;*ZBtY3e
zS&x6T7Ws551{M8>x%Ah2TR%O@f3qF>dVB7(jfI^l>zqrp6woB*Y>8P%a&9#2H+x)a
z-_&?KkviJUKRVhvy>qa?o^!CoERFI%|N3wKpa1@E|MOq}@2|i3dfYxrCz2>=9J&ob
zXd5APV7nXpdk0Wzn{y_REWHk%pZ@Nyk^TW(KZ@Lop&_UOu_It`=au#(Up~#`+R<2X
zcQ<ilh(<ut$Vdj8DWK4xB~N6rNmLq+LdCIIL>#`GNN%^8$e{ob5w-C}<3d1gw_v6{
zjC8^{J1rY`vL@X$jjneoDv!otg^d?Z@WX(1S)fk(vCBDmHm{jm<f*kiHX9N!u*)go
z`noK)DvVA`96BNfSv5FZ&EO6QWf+-aWF_sG_3<qxoNJs0t8=p<o^ukX(sdu7c;@Cf
zUN;f;(Oh2En4500q2U?FCMfn%ymO4=7^O^(69aydbDA=>h`xQG%q~a*9@bKXy8?ZK
zQL<BtwpdZ49u&}G(-Fbg7)GS()aen+vx4osJ|5+JeYmLrej&<QjDtOoys*SReKft9
z*ZF*eaW5{M5am{N@gV=vu4ipgkqt^#77fvW)@$dETbKcl_zwu~AMLI`S!EBAG4l}n
z!lw2O3?jRFJt)jWu_&q)4MAvuV0da)4)4`73*xzm+%`tx@O!BYMDJirdsjWQ-v<V}
zdSLq4TvOX{qp`UPG0@i6-&EgF28DTTU1?W$L*GDaXIFh&dkt)=0j{CGs;mim^W`N-
z)Bu@A=s|Q>+$bw4DyS$fuDM=XT~&%gA!@+!cIiyk;T|~U#f4q1O}(&--ck>K_`<>~
z<z>ZH<)x*C*D4CH)s|kbt17FgfI)m=ZFPNL_h3^)^Uz?wR0duV6j$7DoFEun7`+qA
z6m+(Cmq9-PIo#LL-dJ(H;L7{wFJ63~Bk8wHU?}ujL}wkU3x#MMLiBVGwhWRHBvL<N
zq-6ltKEy{+BsjW~%rbF>gkE%0Ijqw+cQub-p$epGFgO{Oq{h?q6o!S&HWMjEGr{#+
z|GLj^9inKcY!i#A=QGvg#?j40=JlOBKY0D@%O|%#y}$e7F!N+5dVgy=9wF!Ay3D*Q
z>33%q{Cg{r2RGBFH=`$8Q%5_K+bfQfZQs3}ncExwI{;DNo;gT6Z)Ti_o1WuM&)tow
zhdY5shr#=I=C*gocXwR?icck_nHAaEx^in<wY{g<IgsofOK#qk9zT?woJvm~NROW=
z_nyf2;M1qtlSkTv2de$Yy5rZj{Zq@viFW0tbmgXa^`<y`AWrQFBWt|S3TFux(lhM2
zIDIz43@q|JexcpPbWAYJPOQf(4*F+CN0kcwu-d>7$WSs3UML^ri_shbS|lf`^=z4n
z&KDD<3OY}Or?H1we6&DJ<O_&A0Z||ZS*J>M44IB0QIYu)ELVgQ%Fuvv;Y(3m=?GVf
z0<9M*uwpq@EJaJyJqkU-V8@zAi6#fp=pg7UXt}Q6G>Q?4yJeEzQ7dj{iZMS;Uznx_
zeI$V1&-h8vCEjve9-0=7s_<St!>y$%m;+3F9|=839O-8h`VCTsgpF13$s#6!O~#T?
zFmV}XQ5bT$p2?t-iNgeJA8w?NgvGGwY%T}1p3Y`bRdPAxvMR-LpwGzo6d4c8qYO|-
zy7X+ann?n%yoiaXqr24Xkx?a0&c;f()DfPrkEsyy4Ibktn@Mj$645jf7BPZpXyJFX
z8nCT2bbTMm)<sDZd6NRg3`3k6q4-cFfk5SvS(i+KBSY}1cJ7Tn^tmzeJ$>k{KJpnq
z{bPROTY2oKs<}_qllxP%+51OFPj**dZlz!DuR_88`#K$T9Omp_K0E|Z-PyqXK6L4K
zKfQBSxkFq2Y~Y^HfUMtNgM_%u<IT+T-Q1g_vz|Oe#((wb=m$@4fnN@acc{((e+~KX
z+;pJ(KY4NcH!tt}?DXIlPjCPE>&MUbHhqAIqEP|v<ePNQdVB_j!KyM(TO2kamrFp)
z6dJQ_k`F`^J`h@N9zXin=w6W9{7!e=p@)?(wVTa#0acl=Fz}Q*j*LfU;6_FqHvN+a
zH-GWH*Pq|td%eB<5U50%(ChX1C)>*(t;b)jgg(qIeZI5&VlDJ47kibCy<J=WYA5^s
zoy6zcP{L>5?ya9}c#k$Fc9uuimW*3T%SO@^U(n9Yn8IP-&8_T{ll@nZ@4Y!a^^5gv
zjr#BY`tSekzx><Z{`_}$cTOF87n{Zv@`Q98m5E}q(L6jjDDe!r#>5xuTUz=XYR;&$
zbyf9sb<Gtu4drz$YL|av@upO_fG4PsgRH@RQg;`sw`&B^fy8uSFvG;Yp1~e?AMNdh
zh%6$Wq=vx&i-1D6P>3yjMz2bYpBh(%7cA}x_H2NgU$x8!gcc*l?V-n#;)Renyrf#&
z&_|O(*96|`7=dl{{JIL3UZXLIX9|K`2Q|7L*W^ed&C74emX}oSQMz7*RY<TBA(qD-
z;c^BYb~e!9wK|Mzf;uzLoSGpRtUWqI&*qkWCcs(>3!r?S^fR1pB6Q>R#sQ0Y#6F50
zbrQT&?9hS$$n(%+_b#ArA1F5Bs<{9cX7?*;;qo-!tA%hVlzWDd%Zk%W5YvV=JJ4W;
zkGnbfv?{U)^LlXK@ql3qJe+8n55Ve3f)iQ<#t3FH#?5UT(#t9cr8>?!SAxoPKruHi
z^w_yRC*SMjj@#&eH2MAmPxL3N?0WWygn^?V1_zLcer&&BXfT3dPjbXVy^!9>2zm9R
z7OGx>n4jdhEL1F`6U`YOArAEPwsy2Pz`pqiX0W5Dt)r*4{cMq~uC5Md-vzZbWuWX$
zt(9$EH4QE0Ev+{i>&t2@i|Z;uk*}UV_W@*RVM&;lu9kx0f`Y48s;*zJDJiX~F75Ac
zudXh=dgWY6;g$O8%7*G2WkrQeHPubc^`+&-*9tC`mKN34RMu3MRg@G$i@%|=;_Tyc
z$W<x_8(m#ZT~kBDAe2iuFgdl6X#E;1U8q7zpzSwY+1*py-PsB)|K6_VhU$`n58f-d
zav3q)snC&yqG1vSetQ(6t*522tf#hpxOJefp}YM?OLuh}wquBkriuwHA)Y}+k_Ov{
zdYT7&+pvTEbUIB-rRj(?4S}X15mjV@5>M2Msm>p`k~`D$WU59Yx0$t$3A1Z?A#%LF
zb#Hs?>Hg-k?er(dt8Z`TULR(j?#G`TEZ*Cn-^fg!>@2)ENxiw1ezq6Cw-G<xTYb2>
z^l&rud_VSRd+|6seVF#&-&lG80bV=V`!}<9wi6F`z~Y#FbTfUt8(m+Wd3<~I-d6PH
z#`OM<`*7ELvNv^m&wFcc{CI!#=+Jh2Vm&-I?CwL8T$|jKM{}a&s(3jkPUOUkS<!4-
zxR4eHqWsA@=2(F0^3z;?`sftJ?1J_<5}M@DEf=eM#j1X#9;eh&#d4xZhG7ePN1dEZ
ze0g%x%H;R*#8fD^xe^RZh~NuJVi{E+#dCxp(|D<hERbP&k`bO5$r21Qd64;w<Oq;l
z2}-QStISk`gK2Uw3>J#POtd)&CM(A1z*)wjZAf)`X->$8_0Zft#!Lue3;3a=cxhQ4
zNz212NjN10o<?j{5Lf^h4rOkRJ~K`6xUduU5x<uZ39}Lj&SHeI5aP^FLj_1tkO!rN
zeiai#MfV~Hx-i4tEK<KpOybf8$e2zhX#m<Qavnnos5r4iz~!<SBqB)fU>9m|fQTj0
zs9ZXeOJ>mV6oyb@P^rdLa;pNwT|g5s2I-g%8nR2zC8${h5e?5Gj8I3q^*pRyMo@Bw
z6+(;<;(Tx<0*NPL^wO|3130~fZHjW+gVKtCu6<q)ddD16?hT4h1@fTE9A)bE253tI
zXdzWOE^@~Cu1)UvZSnML)%+K56f++yXI`r#-;>UNDqnc334JP^ye%=N!l8{f5AHwP
zS%$>7SBH7<%l*D=fBXBI9USua_ut;zd3$dgZa=-V`_ZlKmj@e9w$~o6uRO?SA3*fX
zTI%se<^_oR;pV4csJplS{fCF&fVe+D`S;@eZ1N7Cy8o{g|LX49*PrbE?D_FufAQf@
zUp!y&2gP`*jw>|5W{1!7bpKX-ChjzjPv{JG5lz9t%hh_d(k8;vrF7o3*O$wslBwWI
zW^UXfn^3djqvEWCm2z@Z0n4(_J}Th3jV2L~%Vbfr%b{QW;FDi{_VoMrc3(o|&C1fV
zwaCl$*o)lKv&{Uf)zI7R)Q5YiSNZsd+1RT@=)-jQ?Pl`B_2h9l_;h9EbbIM^ci}iQ
zb&zm9-10x#3+%5>hJ&`*>9Is4l1XJ(SMmq>J-^&;3{3ySKmH&8_Rs(GFTeU_erZe2
zv5EwmagWb6?y(ss%!+X_Q_G|XfmXo~IRw&CDp>-%Z^OMP0ME8}4nlx{b2et0Sf(*8
zgWc5rR(KI15xv8m?Y-SCy~yUF-q!x^ww}JOp25C;Bw`pnjO8#GQVE^M8=?@~h?sT`
z9b?o=$AKPbWms*vWKtfFifm@2!7!M~N}>_PQb-$507aJXpXN+?n8^hHaNm@O2~r8g
z(vsW_ZFB3e)rDM0vX{?N<m5Bcti^!DKPG~i6o(28+mSJsK&C<2Mj7rYMmP=&vmox^
z(;HlhNRkOvXi*rBiGmT{<TMEy<_<eDl~9g3u_96P*f=4Tkca2kqaIQqf<NAsY$jFn
zb39<wWHQ3l1-Vy4HJXuu5Oq1pjt0qdGxSJIk&WpSW87IcIkw1)hGCDMy$ER(NzU?`
zC>*EHg^7Tqo|~txZff^W#^Z7M%s6vtLYVL>yat+*Kd2BPM@`fTJHw{K{sF=Lquuo<
ztL%i4j*h<Wf!3a(!QL)RC)Cl@K4O3W2&Jb(%pl1HL@vEcChGP~vUGX^OdyF&6qbPn
z$V^9DLw9%UFlwN+tEC&!**DM$AuqKxMYUDMtxYvGH6<0**J_*K_G)!)QAOFclB*X>
zuU)?M{(B$1_fB(5LqD>wp|$Z^5m@0amKPMYR@Jt))O2<>f`z`|>V?Y}&J|y~dcClq
zw4k82q5=l%P^}jgT&b_Q(bn7mYF<`!4aB{s99HVeO0SodmXubOmo+uiH8#{XH`Vs`
zv?2OC&{zaZfD_2jN<AJbqVBG`>dLa3iqiJR^7h8-jb)VpeJs9SNo7M<s-H&g!t@Ug
zv<)@a)_2vlHI&xgI16>Es4Ogps}eMjC5FjF1SHGhQGJ-+)}gkB!QM_HgQg`Cl|+gX
zjThsQT<S0vgBIfm+WWGJ$Nn&vs2FujrWWVZa|@A~P|)M|Ib1vO=#z~!*qcAUv;FD4
zgD+2yes*W;)8o|RgXq(}<VTyS?{6%B1<a6*<xh^cKiNzIOY<}}e-aO#q(Udz*b%Hd
z?dG4}+Ie`Ce}1y@@+kk}VD;tk+Ud>A?VaR{<NWJ`+_R(1qvO=W{p9IZ;z2$RG_a%W
z?9Q@xJ?UDF*_I=wrLfuOSG%WV6O&w^F<b0Jh{u&0F={JTV<V}}RE3TzS5xI0Ds;=G
zN}NCn;0S_T%ixGnOweL6o+l=AMI<JF1WRohb8(LM4;B`DG)^x|KoKe_OyLMqFdz_9
zB?_uoff33_Bx<zMfKwV_l8!ex2wE#fZNz9zc%7A?8-=V|l4X)S=A-+9oQ1Fu>@?XG
zSuDwqr1*)PBn{~{>$2o3Krh8>n~Lm)7B1#jHg&68Fv{1Z@(TEdofAWLN3^odTip~S
zQrv}kR?yFKJBi*2pm|6ZLR4=M=M7Sw4yu6E#~SSA4)+W3BLo1)^>qvnbz#w6Btj1#
zz=`C3CUr>6Ca8ogjfk%lK(n1K6ESJTVH~tjiF7tYOr`OObS6h4!m$-Rg<GMYSL^&L
zwN)nJvVpFNZs!n(g+v4kiy$Hqn1MbD3SkscOd^a{j8x0fQZ9<gkm8wkG6m1!^wC9b
zId9Sq>>4?PA`ub=h8|hGj=a*=sbSEiV*4D?l<%g8yHSQ=o=Q9(<v3S46UU0+8_mLJ
za{p_o`;lzou5sdy(z!1gzbTwNVcU-Aikw^(&Lwgm-`j?l$MgMF5O?UwL*pG>@lddX
zTOO?PpWWa2^zIfYI~4D4?;U(}y!(7_<MCz=lpT8VcUR&MK-@PoFZMv(H$J_6=9d5Z
z(eV$S!ZzFqSmJ-L?`Iyl?==0p^|xDJJjws~qm$o!{r2U-@r2AIKvI2bi;c&J6urA^
z2g#|0fXN!Ln=ERPO3uy1mNYCWvx_7oN-bJ@a^C;x!}TA%%<U~{^D~m8gz?p(?}r~I
ze)2Z^@^CKWF#*8AX4F$Cgr#}k&p&_hSD!!s^N&w|`1JVW!`$Pw$Z2-r$!h4;dIaq8
zuhy2HY{fs?Nq>@0yh(*$r9zLBi@UQ^al0*Qc5H`3hl%*g)KtV~N{yQn69yRm2b|8Z
ze`zk5_0Q)PqMNDc=F;fAFTe6vzx&;P|L1@C-7kNAYweCn8qjE5;Y@b>*2%`!?a17^
zS?S@DC2W?GXNXwbIh}Dqt(XvT^-P+aOpy{8Dv{nx6*!PXynz;Ue_eNfb7ya7cWX;)
zPjmNReIKO4bv3tkx3nPpdYNPj8Aliy=#xoEK-{8HI`Nnu2#DqLcv_vpVi%h2_;^aP
zmX|>u>%=%|In7T*RYAXe+DAyIq_L33JI<Q*6VowHGQ!VgbbcS#?O~01sN(@jd_$4F
zse$zKWJ;6_N#`f{4h2!h91wE*$2@$1kLfHV+ZZ&!8Mz&9JVTzHBl>)_)fLOs6mw>g
z70Zg368vD0=9$23=S@yKTw3&brpVC{KQzN~ddLe&%HBFR7nRHg+0!9%JjKo|NbO>@
zMBX_cXQdL%1wU?fni5(RFL?N~O8k@qyD&`;`l*YHtZ0It$OtldaderHS>rD!d5NT8
zbyK%>FuJ^~JM+wokPumAl@f%&9^oUbMnKgu-44nhO}_uY6aC35`vB~w)z!5(wsyBQ
zHMLjQcQ&>54HY&vV0&7-dRqbRipR7nR9K6f$5mjMtPwI5JxoC(&IahMeSPiSz3okH
z4bAP15Ln*aQdM1DSXW!z+FEs^y0EPBa&<#VS>@Rr{OY9-F1+{7rT5=G|L(isj%#ae
zZ0~HYtgg6x<<j{N-Y>j(vAL$Et+lqcuDq<Q@amOI7tfu)bpFDnbLR^$Uxr?NMQI5@
z=PIB`uc>N=Mi)GMc{yl$6_o1Wv%6jnTXE&3*V|ee8|q-DU(#4t)78<|(a{F<T8*A&
z9ivDULw$W!*9$Mf!#7lwG}aV1*EC))sQKXB<)-$s-ht~~9i<%&jqSC)&DGuY<&6aw
ziY~r)@!|&;&wp^?(#0zc)h#_uh~6e(Bn~4w5KYx>)uk=%O(QgtVq}PoLG#dPHW3MV
z@)Y6-l|tri>1`h-md6!Vufw%GH=p*;EjT^%PWR%NXEzeNpILsow(@*){pH@?tKFT)
z(b<#e^l=J+VBtIA*vn-0<JHy2>BLDowi^!ZhC&(NRN6PS6<)lxlDe~zd3v<<;`Yvy
zqs`ZM_MYEdKiy0}+FN<Bw{m+cbC^w>WK+kh%lp~nb{yPF;nmss^mH)lnVNICrX4n~
z%{*y?6mpxzXf_!PdW~EmVF?9fF6`F{@odpBPXZQhJYPZ<NT?8iEtF9NG7?{kXA7A!
zjgT*+aiO-Akho$3Pl98MhDhu-my3UT_b{FIi<JE`9Z9UFl34v5X`jkK)mn&PjdOab
zV?K&=is+f6%|uwi7%LcO%|zI~MUHo#?VV@M#{~;XZZOJNh_e$}X?|OGblbFZQ?s$J
z+B{Nk-_mVCz|Em%`%trcq+40nz+e5!h8j*9@-Cr?m*xQ^Kfc0CZwND+VrcHc8(?Z#
z4G}YtS{scC-BZ{JFWNIj)T@W^h-&I!CkHi19_Yah_CORn64Bk)-q6)tC14T+OdOkv
zW|Gky8i7M2Gsy%gpCJ>#W*nYMAS)z#rQAxU2rwk3NTsJqyaH`RYD`IuQHge1DAO|-
z6cVnN4(V_Beg>)&+ut?P(@RG6YeiHQm#CEvD#b%w4wlK5us9|rT_h1PMX&(D))JYf
zK8m$&NO_}IT1%Lz@6`5HcQNr4o@Sh=4h?X_ebngzszmCT7ucc<LxN>oV;k1#%4G-^
zByqfSl9NKV6PeCos&k0yM$@K{D4mpVIK6oQiEl75f3lN)esI>72dn(syZhgJc<}v4
zd!OGwv(10`;O3VPjy}74^OIZqZ;tj}?rlBZT)UrxY{%%`Z0tcU@pv=+Vt4gB*zC^t
zP7k3c|HEg;KYnrRCof?k?lz!$!88Bu%e!Acf(P0C_(A@Y2YXNUwv$sq15>Uh2|}hZ
zpG-Qd5c)w7qzZ=u_L~e2i{7l1Jm1~W&^f3cqKIp?877zK1Hb<A{x3dU{o;P;(+5jW
zPJ&;4y!xO2^5k!RzV*$+#UDM(|NXDO3A#qvWTM~a{QT9ezxwjYFWx@-)fdmc{qWw$
zC;2BEQHX(ivl;tjJ@#Q{@zF}?%~leeb#HQUko9%nctE4_%9LY#dCciw2}Bl0Jr03F
zOJYi}Bq5dMvwJc#sn}vZ6yJ%Z58{dK_<VL@W8+7^_~k$T{XhKOuYUdb==r2=**3b6
z+}b~S`r^UkPxG1E7KMifEp56|Y)xp#GCF(G?1&pJA%$v+D|Ap;Is}?GFih+3L=CnM
z^whPs*EX~@LUB^xS>M@N)zQ^bhX8MGQ}rOC!EB-%40I+9#bu*qvJsJ}pTk1Xs3Rn3
z1*)Z!Q(Bjs8B0pm))a}jXaOQ!vXXdAIpL!DrU`2~ZFo+lmEpAVLEj`g6%%c5SnW29
z&5m>X8M6`I`jL6>fjySt?d%x=UlW{Uc`XdPmL!)9T3zJXq|9U|$`k|RZhT^yok-Hd
zi`?lcYIa588pqg2k&q@6iAzFDqUiuVnUZ>Zgir*w%X#yFf}CTx+*rtP-`o%{$HlXA
z%=suYofTx3Bmo;+By0}FIng*{Zk9CV0U{0FC?597Ne(H+svu4}S;1N1LYN<pb5pCr
z<SKV{SGKvM&Sj;rx|?0ot>w&%ZmyKxYSG|;xnUGz6dVYn$BsMcfT8;Xg8N6i>rYnM
zVTxT@T2xn6UQ<<GSy577U)9sw-q=#x1{rMCmF;y^BLnU5UL=)MiBw2+K@8vq`Z2>p
z=)Mt5_rPF#OKV+wM^hy%u9p@R7GEm9ezCf)u(`bqZtEM%Ah@j-y6^>8E}eV-!u#)D
z{NTN-moLK0x}~uemfE0RKmY!F=ih%97T9l;7uVF5l~)uM!ruC|g2HP>g;xs;E?>KL
z>EhLk7p`79UshZQ#GCSxl8Wo4Fw2MQiTdh>>I!hmL(3jE=8Ir0zNxMr?y4*;D=RLk
zt^~h)Wm`*=!^yW#pbVD&;o<U{8wCy3)r~dPz`cQ|xeSkc;l20YeFqL)OB7!%t|+=u
zSyWwgsr=%(g7@A#_h;|E^X|EKFJ8S27ZJ7P&9%kN10DVCbuDGr%E6M~P}#{KO2`;4
z6~}|^Q~_Ho;|t9)iQl5#i9qQ2YS!-`R~pAPt_8>Rs@r$G6u%uyt@&n`$GvOQbK7%~
z^_j)knA@w<2W+<Rq$f2qmsyOa7Gp~@;TiYrq+?30ov>KE<4%u%Vj?~}b&!odKic~6
z_Wr}&{H<L6AhWuYOsz#C>BYr(a4zf*&U@!(+`(yZDmlF4=5dE^)U3AZlqQYb2+<V^
ziB2xj%OpmH)T)%(<x-neWD*I~AlO2ISSaKPghVzM!(b0HxX>^kVT(rCk`b;PEl}aa
zDw;q+;>+<uB~GfrD)d;T0j)G5mB!)8N#(8Mwfv@UYzk+eguFl;M>1mZ;=Lh`Kg^no
zF{4>QYF(Vn3sdWY?6xSkFUjqTQ(K~i6+s}%^3GG2*Q9H^^7txiG09j=36?U_^rkqw
zErSCs#Pp^#yRBT?*W?d$YkRttHDz{9zLJ+_)<mfler%Zoi$AfXAeoj%GLogNIJyeY
z1&<)lY{(NC(cBVaDnJTM5&h$Mi>jYRtYZ;cx#U4Is*j2prsL2=ME^i-9e6$%L&Hoo
z3O|Uzj|`D;Xfgpy!ehY&N5YIy@gy3F2{G<Q{WuUv$P|$fu>br?fhsIEWVyO5LlJ@M
zo6c2`2uNgqm5z&3v-+5*F2VqUitCjLC^EKCDHssb2iSNd6F0&mq9s(El1Wf;C<-nF
zaI^UwaPSd`{k>E$-j9%Ebg_=Flk)+b;v>l-!-54ANz0MB>0(zuUftX$ZtanF^+~$A
z*=;R^=2~KV6TQ8a(b7t5>tuBGvRgZ-{RpmW3~(-oFZb3TtS26Ar(PUElV|76t-a45
z?0xTa<BJE|pwwSKKKcH`lh5uPyuH2u#l6F~cMe`3K;@pjpG)3diNQI|Cm+Kq+;;ZW
z!8**`zj}1|qi07yeRcBl4{yWy^N;TR#V4mffBoQl_iw)3S$n;^`5>2@HrOmejZI>-
zi?u$DA#BzM6+$DEDQ9tnY>r$c8q;bfWzy|nP(-F9M*v-J9J4vrqTavz$=$D>Eq(Pm
z^OxT~_}LHd{rIcnZ@=36$;Zn-d9e83e)sx+{L6oeJ8c{k%I?%ZeYN-3-@g3j#qFPe
z_T*Pzz5MChN8fvV@bS$o*yBG=hdxa%egvuR%kwXD(Pz2nK{&89YH>+q7LLfHwk4dt
zsK+<!9-lOujXWujz(M1v3jp++^d_h0mSd~w^kz5)(e2Bj#M;Z(Uwrk&Pd<I|*=F`+
z%(*=7OD*r+&hDP<?4G8Vc9a}5rW+cY3YjS=(FY}_CG}|9FtMr~O$e1<0#$(k&rat+
zZ(C1)XKzPS+ZkJ{y0Q8!-L<8*q^YN;j>AXMA<A6RI}>6}2N@o(M99ZWM5NJC;;0iN
z6d?$tUaf%_T+q%!Y|2@iUAzdvZHx5eiaHXPfvV0fP*+yfexHy>M=^*<NMVRBNzy5e
z&4x0Xhd`|7!tAwO{mH}eg)nz#$F{bj4+X`3j{sKvtyU6bxJOsy^I@S%fz~L{-f{Bu
zB+);?119`(ng#(4Dn*A%-tQQtd8S3dm~tk@kL6{_ykapf3`e=iILq(HM3emNx;mbb
z&WBj>I6s$_ttRDrDVJH<7Y?x&B7nOWOieR2vH=ZuAmmiYQ4BtYIA&40-7=?(>h+Nq
zBdkz@HIrm)pBT6Dij|~j1rq3ThV8i4tn78U$w42}ts*H1eLQl9-iUM0a{g%Y{Rf`t
zPgdEXRIe;60xV2<SyAcrf`*3bGYki;67|ChT4O^MqzjjHbW{%^+uFNp+It#1`#T0;
zB?yn~LqMv_jrNYl&aT$dvciJG3l}e+tE?*S=&tGLscLDf=;*8m8+={u4RF5~T)t3n
z<^1)+D>XODDqz-r>4UP8Yp}EqaGGnE&qHb}`~VQ{*4hS?`If568&@t}y?E|o@zuhT
zf@_z~eE`=6z>0^Di>^Y8z6hioRJ**mth5j?IHje<C1+nOuYez@qouXJ8lI%Qs=T7+
zMit;|q;f1*+)Sc^C%?F%wyd?G0nGN-E}w&5!3DV9IQQ=P_uhf4j?3pRT)TL!;6mZG
zb48WKHJ8s{dlv%X-u<)lmoHRQ-Dqv@Y_4vvyjs)S($iYgTzIMY+&fnwn@-49>y=Kk
z)-`JJx*VR!T=;N(>(*L669~*$tWLScE;o2Ao<v|NzZjVxopdSnZk>6-<z4aw0`^Ip
zOs5kn!7abwTUeTn%y{P<=5dwGC=u$EGK)bsrWC4F0=ZSCo%2j?Ws-OIcaC><(y@fk
z?RT18c0HJhY*xL+0tdpUG<Lnpu2I-Ea^PB<loEqXs22;gVv$ZJH7XPqmCB}3S+z=w
zMqyRUEON0y!q<p+a<M=n6^W%{fmpy237H}hO$bvM9tyAkd=WySL78kMixX#Y;q8+|
zsJ=ZxMj*@$#`rT)K>0DlvC++~bbfO&uqalU`dPxBg=N*|Z9{TX5dlc%nrvlTl|N9g
z?JHMzL8GO>n9Xb{L4RlBEZ-8-<Q|y{Q9@aEWR;a%7cH+V!DAm-B8JoK#F{Xk6GXDS
zNcOBPpWRaDVYO#hliOCTY)V!(#cMmV%>&i;P3`)QCcCbPu5rR^^rbagY@MFiWTZBk
zi992mA<xC}p(Sc4$e0|(szg0%(Xd`Z5Yv%-(l8r4$Q<cs4E56xeH2754LR7?+=v?<
zU{Z)Q5*}>CI8@J2e=89;!k|#(61f&&2TH9<r4tB6IAVubs?izKGR-DSxJ2XHID8?K
zf*a}Wuqa73Es{&?0aOBq1#Ts-h^-N@NGu|mi~>euJEpgpGSnfVAeC&Kn1L10aUu>C
z0^AjRHu%jXT!~h!f#5NP*u)V#apI`~&IE=e$B^YcBix2=T3tJ{v4hvzCFt%G4Gu~X
zNLwG$-iLM!k|%~~lYK--C(6`=F}DwDx6_-ikAVWWcDjAWv3b0^{pRG>7Y}cL@9`nv
z@jrjC_2r}8?>*lA^5M?+AMbtjWdHNitv4qt5On)wJO2>Stlt^xet!#}KHJ@Ra|}!F
z$3J`q0J<{<-FJ+dyFYw-_w#!<U+!((Ut7Dowl!sT>4o}9lQ-ZD7zA>MNEFa%#-s|T
zP~~8Qu|*)K@{CHg+u`KG0zeyDL=cSG><<oN|MZ)Czx(s8pM918FaP_G{>Oj&r~m7p
z|K-2_<6r-8fBWIz|MJoQ`j;<$^P`t;y^@Z`cqW`5zP|UXAAj`iM-RVwdGANCi1+35
zzxeVwSol6YSbdgScoGi0T8lnP2A^k_9wiqJg5J!;*qqs75lCGc^X`0X+GKI))e*mM
zbv87vb>NAN8DAjm7}c|-X0<akpPlk0T<&N%xwjPGO(ypv3u}IN$~Bgpm`-MPZ|&TA
zxRSXUoz3Y4Ho^cHFBB^4lG>h-S>hr?RA!FrooVw}Qe~K7^3217G?;Yu^`JW2`djMS
z>MI*7u2ohS*WI{Q+uG1;8--W0EwkqIO+l^%0b<Z6J!~qT0LHdZgm1Rtc%put83#JP
zwXex-2og!^+#(4s1L7HF5TX+z9M3d5la)onN`;6(#`Gwp{ZnqPS~+Ak;q^we(Tp1R
zkRdSf<iXU;95WOWtgV{kOB&w<f6UI-Xs|Lh!ZL=9FAJkl!MGEvSM`|G2!{bD7qtVC
zW@(9U)D4Sxy%OOdo73&~3%o(r>b8C{&YM|aM&p7kxZ|>-L`FClrp1;8!Fk}}pnQ|K
z*sLH4CQ&7R*2j(kRc}=@J<U){dmJhh%+1|mwwi_<Gcczn_%lA<!pvE?jK__&PYfqg
zoZXxHqa)i+PM1%rPVdd+)4IqE&p$<*)RRQ`cKpZ<tr_cG_zzOeA0pMXHq{mvTq?YJ
zvAFOu;NBp6oI=63cQh9jUnwZKa_#D+va*7n-X<b>xDU}*+fY?iQ`OPg)7B1?qWbP0
zFvEAjDS~ph<Wfgh9ho|eC-ybBRn*iK->5EvL^fc`z4y+aLC+mTyaMX_s~0YvfA_)%
z?^Ko**TXhE^wF<e0A;VaQ3}MHYXujfgg*DdxocOzTUUJT($&l7&lOz0R9;eCboI*R
z3+Jz1yjXM<^!-}V6%hL3>jfpS^<H}eSU4c@*FnwU<Eo0v-z$3spk!)G@x*o(uM>r?
zZm27SCxcEt645!>+gxz|{IzrMUw-f13-A2d`FGxdC%$^_($({D0a93U_4<|baL<{t
zpSyStCIPiowT%@GHN|z!H<}tM>Wj{l{nCw+1}RVLv`pCy6DHl5!#d%#jhmDv5lzHI
zQn?tmf+1CLl@g9rE>IX%COFWB9J5ZEwRVX>CFCo0uq^}O*p_LHZc-w%iy<Rj?og^-
zDm6sDIwTUyq`|Z}Ik}aH-{0T8e|R&$lJic@stn^I^_W<0lgO-6xkaY1$Q2f)!lsbh
zWHOsnY?DJtF1ILTX1UZX`|e2PX1UTTSK8DHlR>UC%JoLM;k%<ZDIvK^>oDk?CgZ5l
zItEc!PHWKX2*G;)j3GEJ54hp#oi!gKg<_OQiXP9hGMj>}Bjv$;{oZ}u`msE*;@H~F
zM3VuLa)`*P2!#0u4=jsWY&;L5EM83VVk?65Cd9~!mp25VWzNhJXL_DL>8Cq=*oh#`
z=)t*T?1j82oEIcEq=~G2F3gL7BQ7V7<)o1nF+50gMH*X`MOR?SP6}F|*^=h=6mV8|
z<+(j2)bgPCE8E)8Dt9hT4=z)J%cQw9Ih3U?tun${W@woaOAEkD9GGF*%~+eBU{_P*
z^dT0qjo4XD?Q7!W2H2>+GnK~-;s<(0db{w*K{5t~9_q!6v`|U?Bm#hLhS?0VkO$lE
zWD?|aV_|oq2<&!zmWIcfpfl_wii8CAI*2buv-xzoTtwx8x1LJnZ~%idf<mHk_%3LF
zk#UHT-eyc+6KSxOgXxh{hcq0VPC(QOh$<0HB^RhwN|{8iQK$_HwNj!INDUN;4a+z4
z1ZpN%iK9wKh%z);gCgqsk;?XNQG2Igs8c{j>yQXBqK}V8DJf(Vg>0ZvjQ!o5af5p^
zk-opX^=N<VPCj?MlDm`NIo;WPbg=#5?Sr@Xk3PM3_{qI}h^+nW^d_uqe0Y+7c91>Y
z%HCOBJ5Fa05~;mtd}k@P6^?8#Mfc;$<K@i#+{)9P^_TlwFAmmU9OPfZ?cO>J=<lp7
zug!&Xi}6X*gp#i_Do4l6ZYf*rGFYZ87N<<*fESz50T5)iNF$P)WK!)g0@>HuMJCX7
za&;!`{`T$OHy^Eh|LyL7{Xc*E?GGT%<^I!q5B~OVzWLXG{p)}Fn;-q`ix+;66F-bJ
ziKLH?_J8`LPk->@{?9*q{?oV5zJC4S2OpmP#b?j|)7$4iynpj)I(!@re0I17ew7DH
zGlv29rgtJ_wT@}DI+-jzHZ`R&1ja`<Q}NwcDz}&l&V;k+Y<PTv)Pruj(aWW%roEZz
zKz?>%*X_$s&u&f6Y)(&afXi>x9bMi&{`h;}-adJ?mN*(W&d4}=jmpJU_$9iq%DSwy
zX2gcLKpm19mMr7hso?hL#4?*}@9SsQ)%Dj_wYAoDcGSVnP*-gUu)3;RnrjH89<_#H
zHj2oEzSgE|n2~nWzz~z(;~XP}A{uW%0E^^_jAZ}F5Q>nUW8ig1#<I%0PlAz@ES!K8
zMds$V4nkYB3ap5Y9JR8v8iGWG6bT2729iG@T?i>><^;JdE9AiDR*m~R6VXMDdyF?Z
zCQvD{L}H`fM4Af`w|7PH7~5_{Th#bbBc4fWP{~I;Zko+RP>L{o7C1lKG-@o1Qx{E$
z!cpF+bJ*>{XU+gql5AcYOR)ha35Hdxq1UEC1nf*TVT9aW<1$cO4$|xlHxZSGW_ey4
zVR4+3urobMWN@4nUw~j5eI}%wvg2o`Xmdekbe^)dr@nnUak>vnK>E!C=i#1fb5ZV}
zruoKbN>(QxT?XFTsm1?Dg!x0t-r3O%rTV3d??ZYjz+D@mW*_XWue)*XgZF>m7B4L;
z>g;O9;)dGV8zEd3TIH?H?Fa;7a2Uc|IxAt}ytLp-!THA48#stxA8u`Ex?bOK{Ra5Y
zDhff5LD?aq{o;l93kxn56kLR7DJ}vYT?t%8z->wKRS@sXmp*`NfKpgczk2@sg%2)W
zym<A>HF(g%%hy2D8zJqbx*BM6pxxh9>t`<cl7d1|^U@+9&{j1-OTM%Wz6b~U@bEn~
zm1lAfWA}l9ww~VV!C|oHU9YYz1_;ijbMKWEU#!1TPzeuy`Etp{^9Asme(-+5#fxw)
zQv&3hD<zlTho1;0>>s@Q-aGHS`_6msy$1vLvMZ(Vmw2P_MqOELc|pac_pX&*tD@jo
z3Xy?Bmrw~jI+ahS@Mr{qkfzaa?Fyz@!7*AiPS5!C<oL8vKc-dLRZuu9pl}}5XvS3P
zF@<teDtCw#E{Vb=Rk&nImr~`@XeUfYuiZ91?wrlVlDD_EA0OX3-r9-Ihs*{$U#R6u
z%o3ejW%Q^FlS-{ip&nJhTc*OURyb60yIN*fOV8Tx2DQ~{7#+2ayBzKb_$kJ|JNB^&
zli6dl2gY1;ZqK4`D(v?~0>0>sFS#(gxtz|$mR2JR>xqTE?BeknoVlZ%|K_T9Eu&b?
z%E0oPTIQrySm0ILI1=TL_{-b0<qggH&f-+SDpU*_$A(sRwJUq<#SC&j!JLcn=Hl#d
zmb1JiSUr%WHlY}2I6P#7oouk-EiSCpO*eYkHV9%~WH}dTo&^RZHO~ZjlXLX(S(?K~
zvU+e<H{R|g*}Y`*1la9RhOr^%6y7~cn+Q-wy?DDDH|iygO`ZAYZ61!*%`s0fjN_Cu
zSKb8G;bo0_fylufpJu_egu_MB>Cid_Rwu#>@x7$38dO~|vc3q@RY@CZ6H`%q5{gU0
zkdXsCDp3tSY#MN3Tj-Pl9J+^u8-V3>HWf!i^}}`q8QsqwL9?*K96DMcqzI)vu28~c
zDL8baggeHj34lRI!4vQ!BLwsS35Q_P&_rSjgV968!gggF2GI@?#PpF~9&SKFM#||U
zD&~lSg_H7_FdE?ix{k`=)2Jc_T_%#s)n=i>$m8*Ou-H%GBhhRmMt~+NPy|iiu&TXB
z(b^%#QO9uf@nN!knBqV)Tqyb&l45T|C{Rd|&EQ^%r}tJ?)|Mja*-&~mwmchwh}+fq
z#9A=DI+I+PiRXgx)!9fUu#ol#)Bf3n*9WPu^P`aS?hKghexq&LXbqShb2it!V|>m!
zx->SC^m>-3J=q!0YH(_0c52z@j!wE_<CBpI@07`D5UEXa!?@Y0<csxUiBT-JYm_#~
zK}4}9a54waa+YN*R*}2<<+UxN9I@N!p0bU3^cFQopcF|AT8$O{NqAx=O(B*zoHnyW
zJgL>0O<Fbv<zz4(t|q_z(VHK>eE9W?2VcQ?efrIt$3On~>CZlX`iqaA{Or}kC)=r;
zk!jd=f1Qo)x}8yjCN}1nfh*~Wv7`C;xI{kd9({d!2b_NMHg{lZHl51sXIHEe9ink?
zunj9<8pHyp)gHBvC7tf<^!#pc>3DKx$Ld{PT0egC)i0mF{PE%LhjaeC)e^KgLjq-x
zDe^JI(|qNENE3lE4NtKk)-37l8M|lK<Xlnd<|$NdYvXXqmCDj9Wo^~XU1toBs_L@3
z>eAN!t}YI%mrm({TE4vo0Y*9@A6#lAtCg<R;Wavxe?~YvD{(oQP-uIn1fisC>(IG<
zXiKk2Q!9e(sw|%~&P)jeoF228rq`4B0)$9BD3J{5^jMP_t5Ed@7x~bQzjf?Ax;ec7
zZ9tO0IHwwOu)LEZk6TJ6wsBcQem{L<Qyd9#0Z=cdV+?YPMuwB}30@Cp!pY{*29Z5=
z6ikOjPc>+V0)A>Z#Gac46FYk$0+~?gR2HtB8L1>U73D`~`EfslG|8<@w26&&swloO
zZe&pro)i1W88c3{$3Trai2*Ze-pdTl3gZj%SWrA^9f^fFsb!IS65;lbEQIN~xMU}z
zfj&bjF56w!Y;TzIakbBcQ%gEsla#>1e<=GOQg-07f~tbrUb%c8^tY(+GW5@HR9=Tq
zYwI9f9j5Q4jm@=#L%mSQL%wQpQAtZv8wh(>Pfts0b8CBZ87OAKx%#Gx&K|JR-Dqm5
zXm78nx={oV1*q8f-+Sl1ch8i);M&EKGsf)ohWaX4S_e&sufVwmPWVe7zya`Vc?DcL
zT)BGXDk%Ha%dq7JLR(mSqY?(_Ee(y(Y3~BgY+Ze6QSt8;9Q6J7D*yXikp8-=>a%Hk
zT|M;VJ6f9%2(aZ9)i;z>RTMPU!*6o~9QEZTmnyGcth{oys-U2{sIa=Yu)3tUs`Ps0
zb(jy77G5qYymamI2N%!1d)93LZ9o6s2UpKuF1=Jzc?I0^l?@e*6@`@--o13~VsURf
zv~7809Fu^dQ%D>t3CJ4~G0UQpOliellX}Ww@!2dcy#|`(PLs}K)_YZoF`3vdlfwG<
zxJo%8m&5eWsn)_mkI$fYpNYQGZZ%B!CgvjZ%c*!K8j1(J0f!MJTcePu)he^zFs3(6
z8Y~{23Et|)H0n{EdK4xCV`h)r?(;eQbCdqCZzeV~ms$vA!b{n3BpVKA!lBGk2!wk(
zmDtOq4s+R)joh8>{N3&Ro$a;To4J#X?9qDiFdsk4#gA5_hnc0D%b}y?@a>f-5XJYh
zzMahETGE<|C}R;pJjqUG8Id$$HZmN^u(tN6;whJZUYuT6uI#8%8}#*KULvOqFH6H2
zUNpx|ZSk{vBKW{F2U&qwg#jy84)G*iT<M_1L}lx6Y~7I5f>fD@wZ>tC2_@0>DU5?k
z(=fcz3Y0y3d5=)pC(#Vbbi-mTLaHB<=!OKU0iGQ09TaO&A{Ck=9Reo+_yI&Jia<%=
z$$@)=6RJo;C7CB936v<2W=N<Q7Knz$+z}ZIE5HxZ``W1;P2{dRCbq>Qr>MAiHf|8s
z9x%NfTq1@C5<k+%WuPcHV5M~fq86AobnFP52<vhK#NmEoH;IF%%7k>Knkm(A_;N8v
zs9~{9bef6BAq&_j5evm8_Tdq&eA0+YK!^X%BI5*13gB^w5G8{~Ntp}<lg>rMT4kS_
zfim$aT43OdL_7+MHgdL$%0dn+m`t-ut5<9J0L2wacpM3hCZN!T6s8nMQ6iAa&OS{)
zQq_l2;n_~2V4|O7XdaUG5%g$=qX(^S>4tAM8TAu(gT(|(m=g84+UitVtO|om<?yH{
zrnHlOgC}U6nzgtCX4kBBd|`BQVHCpL9kVt^z+#^^TBh{oDZK@z=K=HRtYvK0>|Ah+
zMJFawzW<lK_xfrx-`WIERXJzl0NCVYau&)t=bQr)LI?#Uga{%@NJuE51c;nWFwUV|
zt~!-m;pDIT%iX=EdwQ*zHFGn6#%xv1^yRrc>s)+ZyI#K%LfFd%&u{Pj1Xpr$EHyp8
z?DN8X&}qw#k3lT#Q8KaUcG)2Dl*1ylHRGBa7F;&FMQc;b>^y;<!evqU5RAs9^JhAU
z-}mvil%_F<+dDKitaPe4Cbh(@kZ9dDTWG>F4w(cTm5irS5=A<eL?scc@R+Dn_+38s
zr=OmGa|Ueu$6#FZ^ZRE%zJL1tn<wADI{o?W(?5Oj^4n*-??E||3BQE@hiAr?V6rCR
zkLXo%WA1m!{FqWb<+lF#<(vQX;mfdnJUA5?G7p8OeBp^{lT?doN4G*-&_Y1;u$k<B
zrzbk<OAn2uh9>eu(>eFz%3}67m3y(Ad@((}HRy;K>_OvDSU0dB(@qN&Fua<UX#;Y@
zqDT{DNoN`I1?_Og>CJ<~9-@<e^Wweh=dM*0mDb!ZdvK?uytt~eq_(2Cyt3qeWl1q0
zeiv|)>l^vpKKlsM?PXi-ByfQfi8>Tu{9@p#WK5A5**}b)4hbP;X(0;ViNeLOU?ppW
z+?IX~V#crVObF@hdWELf<>A1mD>ZE<3&J%<+SoMD&I$E8q(+VGH{euC1drW}L)OTJ
zRFjTkF(IYAHcDR?mq6^7lPvu_F^>fK>6QVCkO_fDbs*}r53r&^O=w;)?_)0dA>2Xg
zou+|ael@R4#05d{lnaOw^Qt*GGw3K229iTb5RsZi^j6ydWo}Xum{5#c1bkfE(inen
zQW%_*&CZAd^O9Itu`tKV<>ax9Fr4Hj;{5OeD;(nGmNlVCmS-5XxG3D)vg{`e%M<)L
zH{IuD&iVcW+5Z}{1ONNRjmvlM-h=`yzH|F}*@Jr!)N<$cHL!98CmE2ALr)B_UR4D)
z>36SRy;fRW`Uq%q4GmyG1HP}djiB79?nE?q^fom#SJgF?)z>~Kx_#x+d6)wLtbYRF
ze(CbL8#gZ9xpNH&bq^ojzkBz_l`H43UAqWh`YLR=FMW3D(x*Vi17yE)<<dnU#$Uc#
z=-CSeuJYGQ?-c{*uH{j4Yh!awMI~(2?*n1}E~wt&08*gPU%OP8(nA*yfDSK!YgtKY
zLtPD`w;c%l@GT0Qy+?IbU|v^K0lfO#B}LcDif&ilyIWmyx2ohW2<<CNOUjC2cVAot
zT>k5KZeF@^?ZVaTm#!6EyIpeY{)1a3(B%WNKfF~|b-()F_4^k-xp?*B_4=wuR04wn
zgDZ%MAoG}133!MqMK+CeRK~Zf<xaiUsgRo_LcKy{QA&r^GMiEgWd~`DR^`?~V1(MO
zln<+v!&<dXuO2q2tpi%yuyJJ6>YW(zS*)X4-H=jl&?@_fjKd!L*tlyFh5*op51L&j
z<A|x>IoLm9H+v==)1k@W@<Mzqn%YUG57OzwZ2ECFeUM4+CZpSl#jSX7J09FiEgj~T
z4_A_pSCdEJDVk57<d={0VA=^!#`d#;gWSSlHuN|f-cK%WMHbeBfsJ5rC%m+mi0{TD
zn=$`dY<wl|$Sn_MQ(9QDg(K{R5Dgr1R&tI=RGwK?g5C5|njKoEETz;iLiZ;*{$<ue
znib4&W}*!DEZH(j=(iPwZ!#@Hpg>9W45kFbSE7tIiq%E4ILKB9#q1zhUGR`<D!dY{
zHX=19wBC#}Sl}T}W5%hBIGGMBR-r{oj6{W(YKTw@9Z_v0X$Ht@6JBmWOZD*P7?B3e
zkt4WpkWeA`awK1b;j&NyI+jnwFnT%}T^+RUM|4b`R)iN&dWl`ly$#iLWVf72mQb(^
zbcck6W8!=JTIx`(5YgU3MIi-LG6RdkcD7+VI$3y{T%ZAqL$O>z=YlZ=9t#%q1Rk4(
z7xRcZDMi6TP&yl=WVD7yU}Et+Dp@NNYNSFTgCSyabYi7eAQ2FW0z6X3CK!1n4TID#
z63N&i9-hwZMR9r&aw18~<w?MsjL^%VQrL7Jhb82I+c=%sgQV0o(Q6t+UESQeMq&?I
z*hiE%_OPp3DBW0)T=i4f131p4Koc}t=7t9BLn@6^r5iU`fTr#>+k6(A-{uUvJ&DPQ
z^o%b(JC&ZD$jnWy1bq46?0P5wwYK2T&dsKL)5*y~B_^hqCuegr{?$4EMli4!1x@AB
zaVmD0h-`-ZE3?zbk@+vTb3dK#ezBc9N-V6-dc0Z*xv5G=#SQl>rfkMZgUZZeiSTqG
zT}*66IZ)W&jkz~~r2<o}{y_`yK*So0X}~u=wlq7txftJAi2AKAD_=LvF&c$>6;I$3
z3cjA1_^;14e)|>{3hN(V9sU0Er$4+o{pQ8vZ(kn&@b>J-H&4HNe*A|op8o#r@yC<R
z&)4E-vH9&;@0>}iV^T&9>K``_C$##p5%ZsZ|Mma&=Rf(>=8Qi!?((`V!?UCAh4JxW
zT|c_D7q;PGHQC!q;_>xzon2#@85qk9&t?a_A)|fH<&JwtGcI@9;*J_!Avoy_4$W)z
z;}V%eAaRNnUYT}IstXF#3p9B^VvP0=#Z*c!wwGN~+R#$f)YsJ6Tv=OnueRiN@%<Y&
zi*MY&f35t+g`&3FYFu}Fdrgx-(Cu5GhnM;DA^OZ5!)nC~d95Nr51-r3U^hwioikxj
zf+*%fv}jxs4oQ+xZP+h`Mfp-%6V2$oGhEP+#?wZi#tm2z!3fYzWq`k6`K~vh2FxTF
z0!&Wv`gMImPB)i|k+4Y&LThJ3X?s--1BK&L5qw6kh=(;>$Zi*Bupj)H`}A`B$RHyT
z(j>$3xk<*nkGmL>_(NRZ40U_cyqeM`L$akA>70x2)RP@rLdq}kyM-f0wpxJFO8RU@
zl6#P8QP31roZl&m%xadxhPi-jenFIkkzi7qU6F+n?Bz{GCLv6OxR7SMysS)5^Bks*
z%!c8`lhKouVQWE_3(5kJl{3ZvE5x?H*@yma8FaUxcfNHMV$=$C;|jFWz(1?0gshcY
z_aLCH>S0}d6%=^Iz&5+Iw6O6md-$LNq-V7?^-T>eolPBxmOgA3T)R=7k6P=&L;gYW
ztt%IS^bQk%8+Y&Az74#$8<(zLJAdu^1z6u-y>{u!)$>3~zj^Bl)Wu7mUcC4zJafPJ
zcIg9{u-}1KfY$8V<!g6u-GLbafcuTh*MTor`LLquVPWtNtvX2EA=$ME_VHKY{VoH(
zU%z|>o-e+87hV7bGx_R@%C?r)p6>3RuCAsAh^HxQepJ;08oi40@?tn8KLkU(>hfYp
zlq-kRO9@EbOCR2Y&40;V0QYNm!Q{RiD6AzlwI#LH_o^z3Dxu15SC-$Yx_7<!=H*-W
zZ{4q}tRrE`6dWCpokoJSs)$RIOL#_^&?4aUi}=8lAC!nqQqh1?Is_YVnRrksv#XU(
zwQ@uSrE;m&E|tQn24q*+3>t??=Nu@MeL!O~YKD}me!XtcF+4gq8Hg^#qk*`8a$#&_
za>V8_8%K<K=YYXwHF?}t->hdLIv-t$rngeLtz>d59^F}v@1+y_so36fWN$fqkP1J}
zgpXEYM{CQVk2_e29<D|nuP!}ai#=YAAFd=Guf$LDO9vS^0L*R0{9Cc$=29ph4y}bk
z`9%Qw%zh$uu$%<h-En^Dcw^x(Kee~!*<EvIqUyDzB@;75!<={=O0gK_dgprrQFbuJ
z3#6HWG%Ju|`<FTM3GQr+>x*zELhR9bro}^54G<&>yj)2bFhe>O$LAN$g(cuW6M?A5
zq#_uV%!P!$01q55A(GEK&2~@FVF>S<WVoj|Bja2!!P5^CwI+huMjsg$xhI+4Ip)*?
zdvbv>HcxiV5M48*;R(EP1Z8j#bi-7okt9)qKRgm<;}EKj?{3Gow~+f<n1m)Sxr+};
zE<No$JX%htXxLN*9mm7M^1Ve!LG;u=d{lb3yS|2wMsi66Vs96zubYZ%reg^_s#?ak
zN(5Regt;Q>!7`pkq_CK50Y@g~aCn4X;O2oJokoCQlkglSRxYM#q+GcGICWeBlPd(1
z0480=Br2F_38_nj@6ikS8nH^jk%`G{5soAwkOX)V8HvJTJIMq>!HAU30Wk&xj*~=E
zA6kIHTVVW-pbz6kV+7eGPC7}D&(O6C3{6lvl$P3$4W8rCnau@|Vb9JjPfVo8CvwxX
z>%rhwWPU#}cbo~Ht%jekFTLD~z1c~=-A%sPO}yPrzdy)Boa_7j{Hx8}(^U|;FCQ%@
z4&t%>C`jGoC(H4(Y~saQ>h(tY)q47AZuv3DEyKZ=*~oAAGJkn<_-|i5{pT-E|NQFU
zn}gLEgPhe`FJsUr291HC{$U}Thr`RbGF~6ei=}+2(=BNg23RKPjRu*rUnQQL>|c&M
zR+k)`fsvh{YjtLDL8WvF^?H?2!QckC!k>fw|MqI<?bFnkCmY{9+x`B<!MD!~_5I7E
zA74L#7XIU_lb>Fnd<(vLuMdBGz6*(X&$E%k@LXU(Z)MZJ&1_B&m|RZd4<FzCk3av(
z&Ja!ZJ7!0Hf$`~?G51nnCbtxE=uEYD%4&+L9+frKSG9Dsqo{0^dT`q64Gy_|cE^;}
z;O&>W^lFb`a7sTsF<|m2<Yqoc#p9@i!hVU=CQ^8WN}o{U7xae(TE9p!F5p=ReeB*w
z1Pe=(F$D}P5#7;OT~c=M8cYt$YKt4;EYZ{0L_zi-TbhNU*4YRxw<Qh7>A?S72#DMx
zbgPvxFxaOt_84r0g`|9WT^Y|vA`!{rf+D`C3;2W%Xm3;E_^LXd)6Rqhk)&oRshwL8
z1S8^DN*Rp{W@fog7t=Aq3`UgsP4nC=Pp3e$3B4R57T4L@RaZsqYE!VO95RB4uIF+(
zVFf=mE%A<V`n4#t9`ALq7JU5Z0)(hiC&$1TN4lJrEC$)>m@?*<FU=@?4zAlo^IBL7
z<I?n!e8S1GXjv8=XUIS`srvMiE{mKvW{^8o)G3F+KP#J_<xS5p78kg&kYIX};_(s-
z3f2XBG{{b+6`>$+ag6G+bg%E24tEDOm!xZcQEEXnKgA48{|B=FwVu7as`T#tTUW1L
z0H}qTISA2;@7ydeh28tL;(Irnn_-~c(%4vAQ3>4hyVcb&?JlhVdpNk(R<?Dwb)!1k
zdz;}3h6_#YP1S`+b=bWZUA}Pc%7qILOG_&&%1Xe?_12ZE*Uw+McJ9(;*jj&b;o>J3
zE_@0nid(m@LOTy_d!c#1b`i2!tAW3M?>_YGuo5r20a~^qK=vyauE4qD&JBoXhhxHx
zd$(@`vfsIRz4-2J=-dI&0oDQBZ(O-rAlLn}ZHHBRWm#oaIcyA?E6b~aC|Flr+}QB2
zwXvqDuA!l-0sc~tKv`N>4zsX|vilVefqnO&9IWi_l-|95ujFP)<^8ILhmRV|n(Im$
zDuGsiyQ=11UD@rbGDwWSTTxY7)lgMmS6PedfgCX~&tNf0d=^Q_216<)Sc!x7TPqgy
z1C-0eR=L!wPz=eTlvah(CRf>Dr7lqb3l8|gHnqy3gK4~B%-HWW_QOnmRIhXCwIls{
z*QnjGI6Joj>bB%cYH`^=8S*%%twUZDjN-M>^*i-ymr3UtGEKOwKJUo%)R=GD>zf@L
zUziw=&B3}nw2_GJregb<_+!v9ttC&_Qzskg<Mrh6di-QFcDfZm-GuvPXyFgCiNkbs
zb19fxn8_|o=R&h9;rW$_e>LjQ#}_~;zZG5Bjs*`=k>i!v<6L-eIk2BvIECXuW-`BM
z&xF+JD0?~1N<`IQJ>idGg3E+Zmb$pgjI8k@tD^9VB(f@tZz$rM(xr95>@v$fOEEzF
zgdE|Y(xjv2U_dkvCL394VneyIsaoAs<<=FMHF>&FiWI2W(&BKO7fLY~)7(e~tn*~R
zq966qY#zec3_X;DQJyHhE?wOPb9;GaN0i(YBsK(#IqqznHWpwHd)ay`S)#_0=^Z3W
zH;LHO-O<q2RE_Ox;!->5xOO20g0xXE9#=7GVj>zQ<Xm(U7hR`fBgn9Ptt-WKJc1+-
zVsA%Z+anqdLBn<tx_d~y1P+laW^%a{ED_O&?`q;;F=QH-%{5VpU{}-1M&b2*fH4G{
z#%6P992SbtMDba8DhZ21fQvIm#HPu4L>{Gsfv)Ehx-??GQm&DSG!nK%Oyh{i3<idX
z=|+$#C=QFuWr#R57N1QLi^(#DP^lW$>KD1g`=Ze&BJVTt<SY5yd&T?*$<#aX#5?))
z2l>P|>amw2v-_##t+S2%^W5@jG<23+da;sxwUK<Yop`si{C0c!%~tZmVeW@#J3qhN
zhwJxen?F3?`uXL~k1rtmb>oYJmABj3mjwg|HQdq(Na4~Tg<E>D8hf!CeVSc5PKFPb
zLVMwbXDdrzJzfR1`@epD_V3?3`}eP({r8XWKOXOmt7NQhyq3=O>Q(LmrB*BBisVYV
zY!=1ZX+=*_m<CP1S!30RAPi2iyX$-XYUG=@=C4m>AC43s4u_sj8q7>OA2Jb{0uPGv
z*lhW@mwW$m{j0O}4<~D&poiJ}$CroSzc~Ev`Qwi-kAHsi<h!Q_@4=Sm<=*c;oc#Fq
z;Omq1uXb{$!MSOX;0)$lrhbc6`TW_||NQ+=Uao@QMHrMDqO-x^j4u`roNRAzL{qFD
zBD%J_;ZAk=tupwQZ*1tIF(g)-%Re`_8eMj4hvh^upD5z6BrKi;rfOooRKSA&BpRhb
ztF_71F23Bukxd8<evZNmjl4``;Sfdmc9<8jGy<udBjD30=#K8TnwIvOwyt`J<7g&!
zqapW~L+Fu8yWNwt7^v5m_)Z7LX`_ULx^%`Ait=1jB*zpllvZZ8H7gt1a99>zfIiw3
zm=Zax$hjDEKE{E=E#$F|&$1Kg{$#q}=ES+Z6qvA0`WSX64G1UGe$E<DPcy0^BOc5a
zAX^vH)=KW_&<L<*6<N%}a2cIcS~Zv7>+~=o7It_D?X(gnT(sacH$2aC*|2U0HMAg1
zrFgM0H!>@nurl2Jv_U!6t|QNlNtOcYnJKnLj$x8}`&FDVr`Ths*!mHpCi3jCd{ja4
z4$!APtXZJn&(Ndu-1wYmP>nF_2&t3;(%yq1W-=m}9wYe1iAzClE-s0JPu)Coagql4
zG80oYzyCj`@qZ23AC`k|>?RDxuUx$V2n(BW5T8R7%lS_}fn{@D%|i%dh2T{1Y=?SS
z@u27~2+gnFExA`-T~Xgu-`>+&^QfY&r@0L#-pvhFb>LT13yO6Rwt=SX<_-9D{Yt@f
z=G^t07mMy*E4p*z@|APYq<?nqldD%R0<r_>!$SS~jm!7$-vskn2z&)wnmf1e-h|Bd
zOII&nxN!B-rC(qj5?}A$24uehjXA`<77)MmF6h=vOMlU`-}(j9Vc`y|df*NKt*)-R
zt{S4_YZ}4WrV*HZ)%UBb?m{F@V=eqio9iA`);CtwH&g()*VdHRR#iaq+{1gNcW>Oi
zcLS1Ui{TUvpHWj>TX6?i`(>rq!G@>m;VoDORM$PMZ?0`>ZD_73uR(P5QSnSJQ^IFR
z1q_*(tCR}VVxbzeW^$QXA-Bn-c3=RBrDmDJB2ij|vH_9YECt$|)-Kn;x4+HM@6{VT
zI=x2=nBG4&V4fVd&ACTIlatZ4Sadg=&c~BrVdpTr`?WTM-l@?!g;I+IP7887v@&X?
zTdjfxy+f-S(rL^(jmbG=pC6xyF9h<*<o;^*aen1^J$JH^J=w?{=hH_peqT?XY$Q%L
z<0l*O$NAV^c4;#KyTd?yVlwITW#(tI3$vNvbPAHN7ADe*6WOS5Ei#@Bj%EX+tHJTL
z&{WPpk(%-5=6&0dg_Bh1abo@;?cQJQ-^^*&GxkIbvS|Qh*^w1mWQ7IpaG*?&<RnY$
zvL*1M-x7q^S(9;s*@rN@P-6r1_m5-WeU)Cxs^>%GP>vPKGb1TlYK^zDCCcwe*LP+4
zUD?_WToqe~n(ZfwHAtY_ljL^gsZD7l!}G_O!6ZAjBFwDI*7wxAC;GiJ!_E`k=80zg
zSd-q7hjTn{fMpsX%M2)%xC=*V!jn4)BnS_xZG2SL+gVG)w^6YjOl%($gQE8Ku+a!=
zcMG<ql7*}{3j6wn7!?~OqoerbJ~FZ$(OTEjT1!B-qg#5A%`KR=I!a$78`r_bA$VvM
zy}O&z-iE~X(KtYrCu93Mg;cJBEus_pIAB-9Q8UOGDz1rwZ^xrMP>2pP0VU*;MI0=H
z*h0fLis)#igwN-TI2<vb$rmxW5+)B~YVmz&I)$JVD^)_3jLVmBNeU@huM-=zgG#wa
zW?xf`Y>4f7x#vhe@sj6$!5(>`^nE4qycCUn&9gt%IP(jk)u-D#U~Kp<xAggH{LNbI
zbv_C0_N#mv;Qnbg@pg0N<LTk=UO?E&@y91SKRjFi`6Yn+_Q$i0ua8#0*vq}$Oubl*
zKS_s=6Z5Cb3r{nP&$8hs@UI^Y?1tvIgZ|ych0|R0>$A=8pKks1eCLm^_y6+t@xOfe
z@_+vH?YD=!PJy1$)+ZujXGd-MRLZC{QxFVh9~P1g2Q>=4(j@2htNCV~RQ3K%_P_i~
z^8fsAlmFMh4g4Sf>iF+}3jc0(T!QJM@YzP8!rDh#5J^u{k<XuRzua5?aGL-2`S!OU
z;(NON9pL-(L#S`h_J4SJ{NtOG@82H&_SMeE&kz6n<&*D@Hnyicn{MZ-&E-@|b!yJm
zTIB!!&wt*Ym?zhD@iFuPV5VAZ(NOSYZ~q{>J|xuGME#^T9HJ4?RNh!|x4f&RV|Z|2
zB_4jZwr1l>sf|5-_3f>7jm?i5mGB*|*SW30e6=};hAn1?dC;pj`=q)FzS2YITZAHu
zQR`3(wB%kQ6HVa~=yWuZO@Lz|g@vWUlei8P1%YRx349VkE2QgG44sZL;^ajZ`#nys
zfZaCg<gKm_#S%iN7w4ShhL)9~6!<i9<4H{>HI!Hy2+qmpX1ReVYbrpsc~DmP=9*!E
zTrLEJeG6)62os5NMn*Aq7s)<Kc25u&WBko+)8sg3P){?dNpws*1Jf$wv<v7BTuP5#
zMWoRynCy04KVr;F^3U?8$JvfSR5U0`#-uJM#x{(ZoFs=rq)c3r4yiogB*R0hncYKb
zqRYy(4ifB6u))WxWDJ#rYBkY=Gos~1>D(x7%1Q$puX!7H4!ZsYekLYaPpY?)CYOn9
zH_&s->cu2K5MqTUY2!BJOo;vT`FIZ8qyzLIM8l6$oK7?>_aWi#Z#HuOD_`jEb{hWx
zc$!x)z$zS=;Fm6)zkC^X-`4;(&jBI)!nukE#n7e~L&#d`y*nlMJ~@Bx!i5Wf*Eeq#
z6_=FN)i*Xk&U$?TDcgElyU|^J_}==KI?$+t!0aZ(x?F`8{nJl=^BcHa0H5}o*UPKR
zZ@`2A`0$s`T|D;*7}r1(eh$cL7eBiI>hg;~jK6s8%9UF;ZUVlS+%E-ln%g&vU^4)%
zbX9pxb#;A7X*tZ=@7^i7bnf!?i#N(2RMyuu)zv<#tgHt2c=*JdHwwKxILX%4R6=}q
z12pFKRn;|RRn_nZu6Wc42{qMq_2myA7L|f^Z1K$pC7{16t*@@CtE_%-xA?{-VCcg;
zU%GkuQc)o*_WJFs*RNl=ejQ?JF5D}=ey{3&dEJ8=(7sidRJS*Du_*$DNG}uWU>++L
z=n4fYa<Ne?8x$+7B85!|y}81!P&(u?s|?IxB>gg(QLP>@_74qN9JXP%)iPlj^ceeL
zDL-V;S}X%LkgG4ug%XiuB9fk-STGN`WipFMY?i<~$cM#3GtjJ<95r8Tlq+p2)d)bm
zQfBSfI$XBN>9P6f%=}ttVQ)Ecx|%y(%bu=gPxG0RwbW5A`8b<^>+#C+(Ms|l6Wfk2
z=EMG6a3&j=&iJQNGvk^0$y~sf^ZVes7M$G(`!^$j^+j;z8UsLIkIdv3r&bocQ0tM&
zoy5#;a`rF-F852vxhT|OCInBeMO+Z37N5}u{rsf}FB_LENBGkL{LBi~kwUuDcwd?^
z8K>9+eO52>K&L;L@hA5@lOgI%0K2rsh#Zoa*13sIer%PK*${3Xs5cKFq*9XJlI}kp
zIDBT=c&yDIDDwx3+>Ru*A;@fr)0<*{l(q;SHECIVRh|XIx<mcyfj+&XT}Vk?vo!4x
zk*B~?dA(R_7lGPGXA+56u$6rT<41Hy6BW|gz>AoSWs)$Mu9m*mI&5b>uB(QGsMCw7
zA{v@U!SEsFjesSi5x`p}qPlRXb^@ZChC#t$fQ?2H+go~SDzI&hL_`M_3oq!z_4VM9
zI1+|RBQiKNIt`7K)98#YB&w+i)7eDFb_-}|DF>(E6Cvq@N5vA6U6`(RG6KoQ<FTEs
zY$8(5CM!8KEuSN!f$MEAr;ny(iB$~NfRwM|fNdHiKHx=E0;v~zNxW1{mx<Zhe!IcF
zCK-Fp9{qx0KUGaUmQB3pyI%?IJHwN!E7?sDwm)B<`7*!sb~W}i6FJL9UgZ;z2lrub
z<;#P$ua7pq`K7)+*#vM0FWH}-A3#A$``3@x!G;cA{A?w9mWiCC!Y9koQ<%?3qj|qS
zH947_nq2YEfZyGR{oKbVTfYZ~`R98-pKbsC+0H+{KmH#d-~8uyXRu_)H#aGmyksEm
zbIl0pA}X4!7RpU(r9mN53pr{Y(<I`<In`%0&KQl;dc%}f>+A3L4GhZ33^iLI0q!6f
zKWQ_ZZbaW5Wnb>5U+kveJ<fgobo2WcJKsMC<J`?3U+n(z-SL;Fn?Juh`NJ1yA737P
z^K|Fux5t0}>iGva<1ToYMh0e#3Xf8-7oPur{^cM4_~tF66V2_RaeJ7|9*S0~h{i&@
zTe%UXI_8~sJI28?u(hH6QAq`+wcXUOjRxjp4iDyG?X6EQT)KGq&dvMnHO)#1Z%{9p
zuxXd3M#cxtLu!N5GBP<aJ2E<MF?a+VHJ2qdXw53QmW-kBDSQ!0Nb9EITQGz+46TO*
zI$0WmjBiIHnz~Uf2x1RT!{HeCG!36HW|z)PDCVan^V7W5v~IyicMSJ=!Ne7!Se$*%
zaa=ehUq7%X*9If$f%V<d^s+oK!<hDxoFfRA4?Uk`g)^eLInMlqU?C_N^`avQULedK
zo1%|Ti$*8;_A!XfY6&ihT`rmk7<8BhDymt=Mh|F7COu-*jUO?SJtof7u)uD>51UYa
zKPS7U3dLE0I4uyR2ZD@rLKU5nO_`V@a<Y++v1;kVX0}?51pm5;N$#kNqmuT@1RV|w
z5l#iG8QJEF)N7<0#XW<1<g|~o02Y)1dNM7}Wu)^yd?YUR&vO=FlkR2PhA{m$RQ70O
z=ZOb$AHX(0n>B{R5_my8_8-Xp*Lrp!xdHTEE~vI|-Ur^??VCVqe*kOtdv|VJfyw->
z;(K7-di~~|ThOOp2H*E{fWMb6U%GOus0g<0bq)1k{|;5#3_i%M7&4}%v*pUQ%V6(z
z8T99uE}TFA*|~F{g4pfi1!&d59p<wOm(CRx-6%Bm@S#sYQ})TZ3+Euz4cPGDD+|iI
z>sPPdzIp5ZT`;40aPQ82*ri`N2SoInrC<bCQS;zoW$A<RlH#)Kmv2IU4ag3#-t?%s
zrKtrp_Lb!oWsv7uQC3%51s=8y4K=`~hx&yrPzg>r0P79Vtv6IOHdaBmURhZR^#4lu
zl!w6VD}njJ`A<H(^vRX0=dJ-g{^F<SV0Q6qf#ChhxeG;CZk60Bt|+c-tZwe>Kr=`@
znE<Az8a6}5Wh#X{okRpGU1-&ZK#&erniA!(RAraQts<dOA|BAFZ4QTTb~d`Wm<sq~
z6W%$SZOml!=(Ny%59zdU)OWk#=fT*_xMzBFWL%>f0A+eXr4DacI375asu7jKu9RDU
z5wlwqieZh)X)<`6!!tAEq0sD7#J{vS=}Y*gwxUZXD+O5JPsO+6;jMTGaC|csTwe-o
zL>J%&uIrINKH`UK;mM_i%_ZQ&2X|s2xE5~Wp}iz**dx2~#jWW4P9gxcxiq^PoX7>n
zRzu_YaG_Qfpe9yBzWm~JJ`C51m7psV7*6@kiI8x4iJFemlTqOLP*UsM$SO0KVM3bo
zRD|scGC|UQY%>MTO0$m;TNOV(v~KPVMDzT`9AouBzPcw%<psG7@%pYZzpu*eD%K8E
z+sDTIzBa$FT-}u>^SnrgkpKzawj#ME0kgY6j8_o6uSpW?FeMPr#`v}gvaG*@%x%Ka
zTS@F5G8;vrqp<j%o{q-emU?n;2Zw;9<GavZk2n-Gi-_)Otip9SiI`XpsjIi?A&-PW
zwbUS68}Qu_@7vr~SJTm0M?`h==maW6bu(y8EDG7!&;uugmIhR71G=+`M+adJn@Pgr
z5a0<0{&FG_i=p7L3__uvC)5iC8t|g$P#`c2z#WQD2d5f>h)H4KFqn=`Dypxgs;sZM
zR!qkih<sEMEC^&YCcX)&VT=2PVi6g~!6Vc>noh)qKUG&l9jdOG+)^hecNk<;mBAny
zn3D`|sz;v4O`H6|UG~7HXlT_unx37Bu0_Hx)|Ovx=1%e}r@6#gCS0g&<oRl>0P$Pt
z5Bn<s;$RUE;jKTM?Ls&^AUg!T!7~8;pKoVgtwSVS_!#Wz;^D(+WIGhf`le$ZPt-e_
zo|!ye4t=qk`*;SQyY<~s{`=$nAD-|1!<(bOygvBffBNvxU%vGZ4=L!Z<a~I+JEsvT
z9mc_h3121}%RvlFFudrSo%f8-IX%->C-Cq++5xwwf7D>~m@K2F;l-)>v0=Mar-{yb
z-<__1^<wMkW(<1v?_ceG^KA2r<CQOtR=#<%4jY7@U+w?!>JV1&U!QG%`+V=mH%Gtw
z{Pg$lpZxKQv%h@x{8=^{cMbXaRbl7Q&SD_ro6<74)K(<Arn~uG6}G#3et!Im*T)OP
zmT{HdsL&d<1_hf(Z0SHYw^}Xcuim{mTh0-yn@X?Vx^<(dyrhbZz{_~-*|FiZ=(Niq
zx5#A@8VBElgZaEtr86ika=u0;P#VEaO`@dY$P%Vd!4!+|Tq&6^z_AzzNS4GxjwG%P
ziE8OZG<6{wyW|YI$D|w`l$&*ofqwF=Pc|{ePQ|tBIn(TvV8BeB4`|0GID>X{Fb3Zy
zM%N@&GtlV^aPpg)`58J4%!BhBh<=+}VkOoTOK~9A;RcMD)irB=b8utFm|a&pJV+$*
zhD6n5w&P8M*u}7Jdvh$4uy`DFowCC^h&AZCtyb)?2{%5(n6R-F{3fNO8BF6LR6Pyn
z=M8CcMHGn%lQG4_Fm+T<wTN*VHbNu9XcRcL8Z$P^(QA=<6<WgYRET@6CX&lWwwe)>
zkicl5DOjz}LGt{ZB)lX~rq%1~rkxFQGAxF8_heiZo)I`rNUf^XJ<Uw)49>?yKqFkq
z>LKHGYMeak#v~GwztT$o%|7&Z+p~i)>;*7*{p^#=S70`Ny{PCm5a0pX?*Pbyt7_5B
z`>@gmo0yx|?m#Der|9zK%iuS63!oQr)q&y$t^9-HN+8Y`I`>EIy<P3yowao}56ViR
zZ3m+JrAt74hao@E-7j6edg;pbOXtD%?c%xfpM46G0%+2qRsZC(PcB|L53qg}UVrgC
zguz|8bos`$8{jbuW_0I2yHG&(OE-#c!W8}i^z4;Yb=6h%_hD>MR8j^HVO3rZ%za=1
zR6$i$RsgbBltYqYd2MZVeM2p@?ez`Nr^D>Ms=mMmgy+j(%TQNa3CVF~rNux6fWZWq
z@Lj)n{oHTPo%;=N_CPCezv%ky8&@xbyAIry+`Dn-*5wEHN?>x|+0sS9(?xuRT%r^5
z)qJi>B+!Zk{UYIjR5B=+S)|fIp~xf<^^2t7Bx6wn9j+flJU*{C<eLhQdlyEW(?gcA
z0n>=V;8g2Ip!J56fLdc881UGJCx$E@z0N9?8pJ|_NDQ_dgF@*LUp&MU4f2IxRArWm
z%%F(Z>zoE1@aS9?)2M5BeB3qVb$DDuw)xS~tbcwt5j$PWJz2{gW)pkMOS=HjNm!0Y
zfF2L`fbzd$JuJ`*A6ky=Bo@~f=b=O2C^YHw`Ow^Y_?L%ae|~XpI~ITfSclF%>mN(c
zk7oRyYyirgo_A;F;bvkrSOE8p$joMRdMoDJicjq)!h5k;J~EeE^sGm$J0aa^Lic<{
z|6;R$J8zi@>Fh(8Bd2cK%<A{{z-VzTGw7d`+id7yiVBPJ?3Os0<0Nz3OkR}P5XaZ}
zODo(gghg&E*AKu?9-M0Ukqk4j#$Vf0uOH}=YqF)RFt#d6<fYM7$$X4II>#~$<5`kc
zBD00S=pur6hlapWdhtXA2H6f;HU_qbN9^SgI{1`cIfqC`Ll$ubwyTjxL2=0lTu%c9
z*@0-TqoRAIEQXLyrD4%j42nepIRu7;MKTCjd~auSRar~rLrh0As-qFQbpeM2cnt$|
z5rd(VDx_R4va^{%=%Zs0Ts&R`t_M^C9oGx3J%@tiQc+AIf=NIMXaoh9rQ-925Zv8d
zPv~k^a;ORxg$+9bRIiXoWFx6?Dq&-B6hs%f4?H$8LK=yL=w)DW3>21*L<s2=E(dG{
zC$&>g^`Rfsfp2ty_Zmxd)SJz3eE#g@>z(C|?9}98c;+}2e73p#Vq+P0<)^98Nh<g>
zxAZcfc(a)TT!zjaU>)k$wjIFzho^gR4{>kcE(_iLtM%mb6&TCMkK)noP%z{3L9{`9
z+>@P~I!Z3U1OQt8?@u<rJ<5MP+4#e=-9NtA|LJt|kI(o2>o@PtGKt9nBbd8}y*}_x
zg7dCjtC|}fkIY5FGmF8gU|`%o5B-^Y#_yg9jLwC|XG0Ud8Mk+KY|1}1>l_>$vsu;>
z3oj3IXWOx7+p#ZU8vkPFt0(K9KhAyec;y>l2)x|;>DAuv-ktmeZuYN16L$pl@zvpX
zFZQ8-|LN`V=R0dlu3@``YnSqTCVhCs;n5lB9SCA$SNnsi-j*i!=-`*H4|iaYHR_oe
zwx>ZJ5{Zl|RQS$rhkf|RZ-4uKYfsvTCw3#TSOSGW?-y$Zlrr~#CKsGs3(cfwXFW!%
zf-TiZ)M7pe`3DEp0|vQ9CsT4LG(>Y7sk@KTi6pi5GJ5fB6q%2s0b5c6`LJXb9R;pP
zXl#2Q3yU(Vc#Z+7fZ4;Kw&=8Yg}mG4q|MC;U3QLM&9YjAVsV#w5Sv~x?HoFTQL)8|
zbWai2kMx<GIv$ipX2pS7-fW=Y@H{a`9d@EUF7d>e++@U#juFENrayvpPxe@B7>N{V
zGE+fhXLk_B#_;|C&Ef3!cnMY;Zpcn?*a-e<ZX%-gc{wfzO{;8kI<d)=EVn8Tgc)N~
zWUrTMQg_ddh<(GNAvHxS#~b@;&Joe5T_|L=t0gF<q|c}&IIZ9lMHcZ}2aP1qzDb#F
z0~)M#kOb!TPAAzn$(bJKOuFd)dEsJE>YwDghj7CdbYMxA*)cDrWr>s|os`BF`7={Q
zuLm7iVEoPC`>%YVzguL#TYT%{<<G9)yjuFO7}#+D=+_{S<?^Kq7tUY1d;yHrA&d<G
z7X)k<E?<PE8g6dgz6CCC56kWqsO-f>r4LGK>T7|H2EB1ZOKWRKM_Wg0ZG8<uB^&_Y
z-2m31VFzV9T!AJB1tWsbK80V<u>bPgr@uLO{!`$}-M$5*bWp)x0%Qky9jw|x)qd&1
zWe~Q5=^TvZfjS3Y@&Op(JuJU>`+n)&lFA3L@UMhcy`l`(<YjOL=6gj&p#b6`A*K$%
z9X9TDKzA!t9gyB?%0W|K0p_z0N{a8_xqs&l*wNoF0w}+8^YRS{f&pt;V8~ZJ1YLYh
zeRXy7qq?rPrtbEp*2cQ-_HGmc2azWL>nep&CNXeWavoSYDhB0pYhj-bB{mC%Mm|pm
zEt*_5pw(DmoDO(BJTz_@gbv+Z*p-7#jlwFGS-^TuqI5`=cA3hd0I9Lo3HUBoz*erG
z$JYYsPNuMm<-<am4N3%zJDClp`byc5S}~|oTA;LYlU8mpsf~`op~;bvIj<)%4>NP<
z$3vUZML=+nya8%&$Kl}uT=!E;@UYOcF9qNV9QXnazR<t>*Fv*^=78g?!I_nXX}H2O
zzus>FtVf}{pIuw@0l33Vek0=BjQ$GZfcx{?G5=0{VJ{gvNG(3j0Lw0Vx)yu8w)sAP
z@M3f4>E7nkt?cToH$MZX0#|&=l}LKyi}r|%e>kFlwmuigDP6O4>mXexB^q>ni99#C
z##vtF<~Cr}E??c0CRTpo&Slx*6gROdUfEHu?ScE81YkY24iD99d)m~7G`<GNE{v`S
z7m|E%z8&(=6h<7C*FobUm;x-BiNuh4uw(?CiKA1|G(1GKgL=11MD9|uF)|hg0$5RP
zHQ264R7@w6*vlaFvhXM>s#idxh!`{~8VRoQbQ}hVPhdFDqLIir6uz&kx22)8p}MC9
z_V0C&;f_JIk&!KIJVMT9YJ?(4ilbn=q&y;vgruSS$S4G%53EQ!nIx1{K!@&L!l4T3
zL<xhe;<J@p4g-y(fl&zstLD*l0;ZBh7Lm|QWN&Y6E3%=D(u)vLVUkN!@>uqM{g`!F
zCz12nA{vQdx3~hc>ABgRv57tF$cn}^t<qaPW1(ntZ+GYY-sbD2sU@FrFzt2hM0}_D
z$cv4_XdRIKG`;v@Ee^2$b}RL3^2@J1dtuuSZTr(br~<g3?Sjudp!QdXYmnRiDxZCl
zO6)-JkZ&sC9ZO7lSNzjYvXK}0_~$zrX#78(ZvFUV>xa`#sGpu}{rSbgKYxDqyQc?-
z(a^LRT<YX{4vW&+OzmoBqflHNiHE1~iBuke!u{n&1d4qI2dw7BbQ&8EIxLESPL;4I
z<5t6dHu(N1`+6_-5^|8Y;hKDVko|C!|LSz(>nEGvJ=^~A)!ui{_r8C50Dun7J0Lp%
zIspCmFZREBvi14i`hGMNat=8aBCD7;u2*~eb$S*{1}mE8HarS3KIQoE_ULSR=}9CO
zaE=7W#*$-Wc7ceBK)GGc!=0_IU{r~xsfAL5VE`EW!zwfQKU!phq|fzwXKgLGU{@K`
z9LP{o3YlD+*5ovp2UQw_R0h^VR3uVJBrB+NJ&Ox816nVdizSLF3@M#0glu3mfsDYA
zdeI^}$)o}gUN)cEC*q?8d<2d5NT%r3>QPELMk%HlG)!=O^|-n7e#v4)5ntB%W_iZp
zp46dYb=$BsFI}9F1gAt36Evq6J2pr51z8RogU{-u;2$aFJ#G(rK7>lGaYn~T20c}w
zMh#d95WlX`HjTKDqh9Q|k2YXM^;<CZ5wt%*kH=(?#_o2|Z5D#dL5jx|&^3=u5C(>k
zBQA<ji=43Yy+Z<%k|Y)ODOGsO5O+|`kaBtl)C7|TJ7gk_471Hf8lTgnmXn7y3?Z#e
z$ZC~}I;G+crM%ldM6sF3qeHCWLA-qkKWe9V9F)-!ia#ih067+-C33RZ5+}9@99>>$
zfj&P+{wsj{H~Y}vEwUFC-@0_|{Qc59bq&=uwN>Dx3N7|;e)AiE-K$qFUcLyk_j7>A
zuq%gWE?>Fw$)}%QzIGKzcV*@Gs%svCEDp{C&^A|8RaXFGt*)`Y5mMF~YU*k#s>;jC
z9uybfy9KeV7okUoPX$)|x$DpdU%pguW&aJl>nHFF2J$eMhbUI4qT3MI4o3+f$Ah;l
z@b7NI6?El5wFBq)qN2M+cfcq9-i;eDV7UF@UTJyBL*VNJUk<Wo${su{hBz3AZ+ZBz
zx~96Orlzu@@H{l{)rBQJFy$)#SHY9e*Td)@ICwy$hXOr2?Ac3-?v<6^t1f>4ONQ3Q
z#_sk`OdpzzBU1=8GLFiiau`$|lO}+z8FcHQPXbO9fVfmL06|<LF*syfpmP_Az%k1N
zxnO#&ZNNAJ3blT)lu=n^U>^q}I0^h1u*zh^66vrII&sO62n^`dBQmuUsPbZXAIYE?
zHu7?dR5m1q#k#^SRyrg~r$pg^hcYqr>?Va!tC#m%bQYV@Y9Fw;Eko0zuIT(sE*65I
zx2;$>A6{4q&aExZ!_*zx^UWAwH{1tyk}#PsKsh|Koq)CY{|EY;z=Mh}!t5O;@Gyr5
z8a!Ng;Zy+k(E=rYe>n`m{VR4KWg{o6(I;!MCwV9^B#)h}M2~XOqbzLO;XZk`mU_CL
zfeg^ImGHBj*t?UJw>ztA?&-YUzigd}j?9F{y-SmW2b2BlL;Bx+e!R45ms{{ucBhb!
z@{F^0PqmqKer{cOc%nahIdu5M2z&NOmb0|Vn_pstmkZ#Y-jHTCp=8j-r@?794^Fe<
z<hn4CFCaTO<c!YH%`TeUK%{YdX`DVLA4_9nh%_XTilQ^|bSjEU=wjeI`J`?ksgr|g
z<=}yx-iqsLAR)n*20_F1;1O+XA`aH;U`a>p>uv(AMOg`=wGs5}0MHC70gUDG$ZkBM
z6TIR(8>_op>L3fSqpgODZWB^50y2StK{2oh5XFnx7&f_&fiEP^KzcVU>lqXrWO&Gg
zED4t;WRL_D9G3uL!9AF^CN>T!rs72ujG99+iCKC+RZPaP`mm&qZW^LbOr`LMpuQ(r
zwc2@)w;w!=Vd~$GQ~-$R!C-J?WYBBYxoAWoWX=wImc|x#y@3PI)W(Q?(KFzVcs%e=
zzqhgk|8V~c*$dP7^&|}BUvDhG-zg-&Kn7f)bAPe}fDY4mK=%J1;&(ruZ9!lE`S#jb
zCb=D2NKZ|~$3_#AV+CY~AwV|rbR`NWgl~_b_uqt>{CCIeKR?}p=KU`(5C7@i*-uaQ
z50?T<Bi6O~iFvDj-lm^4sz%jPw_4&-OB^bZO(7_hN@!P$oEnK;B{GZI!)l>ZFP$1v
zC#I}>(eW3n{`b3)7u!oGtAXQ{(97-RFOKpcg8Kj*_$TY%J>UNL>HrAyuwe%@2U!2L
zg$I;}`ucSDn<od)^O?-dc)&h54JI}!$&iF^<kHC9-Bc2B#y|e@>24kb{%)_wXr6Vs
z6Jz5xh(GK_xtz|qY2T=}pVNae$kana4x?t!B-F{tG(DH;)=KAW17rRAe!c|e?HYkX
z&K0=yCWp>olt?vvXjB<|5>Za4>$x1KN~MQqXmkOA#KjT#M2eWo6vJVL%~x_o4wK&6
zFB7o{LN<Ot4?7qFncU1^w}OqlREClZ@hobKLedNTx~VCldz2ZD=tE({paU0J=RoT5
zl3x*<R?m6(?h)dckFu0gKzYZhTF{2z+u5{U%OKGoqA%yTGqY6tFjb~(9~i_AS_m37
zLapeP%RBo`=piT3Fw{3_@0^|^EJpa_<Fvs6w9`f%v5~zV8sx!^dMLVqKF=7}YNlu;
zNUa2`6r!afluU+GDhMhbMkm3U)p(N@Z8l&BjYO>q&*LDtOyH383FsXxN|RL3qf=q@
zDy-E+8`4p1dWKTm(XZ`u+36k^bHqWOnq-Z6iT(vfDl17O`Ke`LepQ)Hh(H$iH-qoL
z@`e6xk-eg!;#$$wJEeCXRy`<rcpp;MuKq%MgONCF!>?b5ae5&+1*}$~mo6$Qf?4@z
z7tUY0d>;H<U`btB1;X(=FeL}G_6KE^<(0LS)nEq$bhe7Z?=|2H3$8V{E(5efGCM5X
z&lfywVFZ8S0+8!26j1%M!t(&`K#0G07q$Ta<*=cLo&3csm#zY=UxS_fd7#H%y9H=|
zyXanVaWPoI-2~tG+occ^d-q=Hy?bTA=L3>_aS0$hd>l?2RWO^c1X+H8IbQ-p{Nno$
zOCjs67?^dy2?TQ8Bbd_H*FZb}sIImVR`qbLt!=8UZLY6tYprN*s%UAd?doVp!;e!e
z{0QgMh$85#SX3bchN(mj74n^^A}$*ey!8T}fy>eHc}AhoEE1X}A~Ou+HOgVV7Mdyt
z6gbKXd0L6kAQczJ^%61A;VdGFRRXkmsf`0OcB%DOk6DS_29|UZfN$8Us~iG>2~G<V
z@TpTcM6zMN$Se@_ONDw!dl}N2y;f(yI~ALsUk>^+i~f~pFrNr-0RBR{WF~o#j=|s^
zI&`?g5PmngxSK4*yYHpKyYL!NxTlvMXJb%@ndm+McPavi{A4W!1ve+T<jKnN6A&`5
zEFWjVNc@*4SAdn5JX>FWwvl=cOzExk%kA`wt<1B{)Y*Cx@cmaF-AN8!mO2B2yL|W{
zKl^0M|86(-d^xc?ys%}<tqi1c=J@>Jgx8|mcN(Jx&1O7oA5}1vC<3=zsV7C!s<YRY
z&0X2{zVi92p?4qL&)?X$k95nB5VykfN7)eA8i5?=tRPj;xM`qUPp>NyE3)Nv@$yC?
zOD?$~TTF|_{p=wRQvh^8i@#-pym%Ca)k9|^nOrQDg(cHaBnk?T?ZWo85K*mkYzGb5
zg72)Op;~|*Oh7cz@!cFM8i#0YtFNG8Q3T+^^>)BgzM=enP3fK1nlfbTqrTQgRBtB%
zg}`*TW4c-a*}EERx?5^n8Y;Tm>o}A?jgSG2G@-MN1X02Q5{C#ebG>XLmeAXS?SX9$
zhCw5P2?CQ&;xoxGis#^w)ZPwUM+>2|mDbk<_w>GY2?eF+lMMorhC|S@Sk$ggN@oWH
z(Mv}l=zV>F2x<-=;6T`h#Z^A)uB_;30H2di0h15gA08MY4KI$&td7iXnB8gP(4x&U
z>o(e^2aKDG(?{9G=lS@{wfNI)<VkuFR_CyAhkFpRLG%7$e-)^7Fn)*T9U%VK=Dh&!
zuy%h2w7Np`{$YRpX?A%l2=qB`-0NPR@~#GEj(|Cz4g<Kq$R`Tz|H0a~$Lm0-`|0V<
zcaPV8_hkDYULF18+b4f{dGzgm{-54I{qfoM&#(4=fNYxm<*#-VU%(-7Yw7J~<n?Cw
z)yCq>eDGC%@pT^Lb>WxmkvH4%4+p8&>!E|Ndp~G@p7A|f4?Nolz1)hw+0DK?SbKMv
z|NQaV7bk0=hJ!gg%-#Xk;R<LD{rfM<xPxCH{^a-Xo_>6B{Ke5WwAcs9u-`G@(unMG
z&@&JeBEeGJ|M{!KP5;aU?AgWgahoGJGCIH#kh+lOfdR{)S%@Q%TYF6Eew)n=$llM_
za{4gC3JDxYq$ISG4%2lyr5DE|F*O2-Q6Q4jnH(&h1%)H9v3LQIq-4--3i+7HWYcKC
ziAY4I@CalfnJ%KS#dMB@!MEyl{R$BshvZTS;Ib<d(V2`s5~YRCX*ZdfF1v_EsWqDj
z%Sp@ZoXp{*yFL7|ahYwDHJPGCvx;nTAQ8|_j4($=2y=`4%%&+AlT6Iw10ju8!(q{J
zaw*>CBzmWC@uYBcjG#5N83&O4dV++HVo`b+ln%b2+iW8ajpD2$z2iQ@!Xh8MWW8gI
zetoaW(5F>*j*igWE~ZL@93Ey3=qU`sBLM?uQz(UmppcWqLada9&`a?kDO5?i4QixT
zfs_b)dF);qse?=Dl<`m^cDG)E8?kboL*P6}G^@#45k@KOG#hYZqkOMdU>_!r4C76@
zwwY;a8loGcoM?=fU)5w2vc$rF=-K}ogYHpR<IUomw@YqAg6UP@%)w3^sBP!Z!3Z6^
z*l*pw1}1fo=K>Nl$UO(}gf{xqa|KcyD9|BG{T^)LA&3pI73SZS&^lKGDXp>!_S_H4
zpd&7O04g>(Du4?;aO0u(zi|Fjc;^cjFBg}V1OL6ii9dH9J_J-dXx9t2Hn(nEhY9|r
z%fGbkaCaS6^dNS>4W_f8iNA3JtZ5q_Jt{8;l!kEtxXBg43gO;On4|+G;2w<OYasr(
zy0#3=8o?O%HXKiYCICD78{ljMf1#4QMc_dXEjcXNp@0C`{HV62v99G&EezW`TORdx
zwDk7Y_w+ROAv$pwJcS4|S0NcEBA|tMl#qaAkkAY&o<k?{8Dues4%u8fK3mUW7Oo;5
z#I%{@l0mf`h;86VGpvANyLdpr)$y3HaqE{$EOG#JkwqXd^M!*#iM4>&63ee8g1$jE
zECZn&Ox>l!V(}24TkzYKLq{*S2}Nc;PcIW0%zEqSuqOrt_(*ss1tv4gAY_Ajyq4U}
z#5UrK2if@9M)vvE>dT${i=EXcc`%~`_+C0*iJw5yM=lBlmNmaVgzHfb@I49zAbz%%
zhJsKqxQFYLwR8c~bAZ~*g)3nF+VWX``4s%?3S{^tKy!Hb1fD6tdIa#|C>uV?0eKI=
zefh~w=4>zdYC8@=qHCed{Pf{`<onUNuN)IEjiWipp9#wqb0$6D8eh=IQlbS~ip9Z=
zq~)j22lftChex_+&n+)s+n&A}J~%UFcVvNO`r@)MmX$1}1(7swIWOHfG;BUL=C-t%
z4Q(<nfrcHVaH%ahi0meVT-!KPH$>&j(M&Fa#RX(XQy3@$xv*zPqdE|skNP?q`q~>{
zKMp?dbX+$9*-ApUF^D}dKL?lwStALB06}L<?Zb{o<%qVLzP8$)rporZhix@w9ZmJ{
zQDl2__oLdL#@gPdx{e0WSKL8#HZVxNDk1b=6nsYut_>9NSTVJiM?#W%yOC|Jm>y^h
zLG=WK00NPS<Iso&hhkJ0t+$<p>1AUOn3hMVraEeOD+kjdB6TYm2n`FZfQ<N#7Di7y
zzOjMQ(GHoj_?EVw+B#_DMMxs4wWkFXoTU{VRSi502`uI&M#lq@rTN*YZ#?31%sVXJ
zF|%z<E%zz8yK~OhE1`Fr$+uf+Xwso!hnYOA$WPNDxc{|n2fo}_hk0n;zd7FgU*P@=
zTYmrNmjLm5zkR&<d?i(2piNJtrp9vfQ=4J`;qu~1HhQ)agSP$oS{!!n-yCm1@axCZ
z&2J9ZJ|3<Ae7gOIv)#YEIQaLkp8wld&;IoG;6HtN{I9<~{`apQ|Lcc?fBvxdOYQ&5
zmk0m!VgDb$*!{<MyZ`+8;lKa(^q;<X{12ZW{L61o|M+VA&Dz3#(6t|Oo#dw8?Z<!n
zWc|zIjko*xH+yTJKh6WPzdu=p{vE*m5AUDA5FR>rh`fR8uUP;4_os!9{yFsWPyY1b
z<?r5}z1q%ZXWfy}ff=)I#xb~-34HT<|BHNjMx)bm`9_7p$QKCvu+(0xL?Tftm6R?7
zqZ{q8*vBSjY=fg#nVHjvb?Y?~X6=BOZ4?VQI8s|x1G2SC&gSy5L{eujy15hE-b?I7
zQ~Izh3|>s3>UlheR%_Sl2IUHaK&)i(1SAHvkAUkyqFWJk41rAm;s=h2B@%iNLMF_y
zNn}bVnb~Hs@q&Q?trj!ollo@F-bs$bO*0PS^#cT(hv`dl)(>pko36!qh1*5(Oj7+3
zk$+L_a1t!8&RC{@Vp=beg6UBcg<hjIcCM@&Tw^G`p<S!)kqLU(qz)Dd0gmxvF<PlZ
z*gPbMo9J?rd^4QIuyl3RtkbpW_1y}2huKIRG|@ytgouw2aS(KTvychSbqFq_PsqiJ
z1$Z$VDdnPQ_y#V$RUt+yL`WgKN63Z@#2yhFsg;w|Qmj!;^w<UCP7#>Y!Q5WOM_4q3
zK?Bj@V2^plPCIi*k5cpNgR{Klv}$Y||NpZ0UO{o+Ynz}gTR9>j34zENy6K#A&bevm
zrfHy?oJ0;H=g{Pwqd)>lC?{LCEXQ-cnQvxir)FzstG0G)s&=dPVrHuLW~;XLVxK?Q
zXXeV6r_RM^zyAB*-3XA4`uV-@`-H}N(fDZQNU!yN?Y~Up{|wo~6YpNSbvZ2d&YhS$
z7q4FY@=IirV@Uo5Q25ei!aW9a^z)}rqkX@1<N6ImxZJu4l{va<c*9-87X9KmsN^vH
z1|2OfJ|P<Jt<lkdb<pZ=!VfN#NPGdT<8u=8{4c-2ejV*Q?A|#%Nn#2G)-q?#z&HLZ
zLS4flatphKfjk;_V&;x`)*H95YR8`a1~lwY!e6?KkecY&7*Yl~7ICwPeZ6umA~ZA#
zjrz4~H?Ca4zcGPNPDx8lO1T>ycMCfPkp1whjvZ_O?#O|?8FKZ`&FhhOZbe0gMMvF1
z0!~U|Olne0N@8?cQZywE)6{eZoy_O4<x+)4iNU)~1)ouoMGWT>7WS@68CRngn+$S?
zQQ^`nz;bdM)n1D}->T2G>2n+=U#6|VWk>Y6-(t?!8+=-w*Qob73<Vag&!F*|^#yh-
znDZdamjl_2wn7^eZT3Plw)3`t&0gfN!>z6eG&zeoU^Dxj_99m%@{DmvD28IaJW$=;
z)HyW}gn8_P*>T|V*3`hpMDNB_|AYD9!=>qmOGx#aIar!GT$z2mI`?>Gc5iNMa{?bj
z7|`v`j+}rv&>UEgC)dZ|65osK#(4kE<OsU;-RV)>z_n(3Vi-5ulf#>1gG7xF;u-Ys
zyVE0Zv?Gk=hdb7T-CJ<1okaC*P4;X}b#G7i>`eDzIKKyLyZOGI+4jdXJr8H58hhs5
z%YQMx{4eZ-|4d&0-#L??Z8f9i`po;a#bQxPradDopYP6776-JDw`}fsRyVSM?7I*0
zws(CSyS|m(+=&$j65RTN*5GW`$c%kx$}+K-xwM_PyyKr+%Ujq8AR=~f8d^Csrtw`t
zLtTfmv|f={F3<D{t(knYjjuIwByxs8LYFIe5-FF<&R}LF(bJRIbczx#@nR;QosKLv
zxsb-Ar_$3B*cqu34inq+gs2<Iu{SuB7zsO>PmN<F-({u7awsGTn<=1>Sjh?O<OFV7
zVn!Us^|zR$cor>*&m?onX_VL~dTh9XNA{UzdI2*vJRAfRa&j_{%@&D7Tt1J><;aCR
z1(z-&CyB{PDh^dfCovOa)hwEZO%;>lm5fA}nvrJ`cvXTzlPX|T%hD1#vC-m`R7o0%
zmzczfPn5IyYN?u)!D7axW-^(5cI}i~)?rNT^^g%el;<k(=T%jf*SFL)_G25~-HMUU
z&cfp1(hLUgZ#QPqT!TutJJy5d9mtMG9^eid{HwKT@a5ib%>&#CLf!Gs{qy0*Pfq~u
z8{h6OKb@b%!g{W=b+)4gu)Y}_*qt1DFf|NtN7ewq{mDX*nC)-Pf7qG-gsuI9<sZPh
z-<m@T+h3n<e78IOaewynlcmp(mw$M)_~{|?Vdsh3#|O`U+ME0S!Q7|a*`M|o{))c-
z;rxf)nNN>betx!vbH&T$iJj55jbP1_<=!_t(}=5kxw-UwW8npS^L7bjf3i9OD2MP3
z_>OKJ^f}Pu0rc3se}1|B{j-gaPd2_e+<3pY2Ic#|{rK{i=esY~#vhGzZ1mJE4pi-o
zHM|^cAMxi_WI28C4w8xO9KK1UR4UbKl?uyo6JK7KS5)8BUSEB`*x^@F*%pz|XI9k}
z=F}DWv-Bo@29r;rL$MCuVUtLu7pnDQtyZK_^A#Gt3>`YUc%w*cS15A~X1^oL@ATxD
zoMyRR!&j=fa()I&LgQGaI<r{IN}?F$N`p$G)A97cM<>sfB@Ps-TkdDNee}FyW>ur~
zUbCXIUS8Lx?Von9Zq>l>xuw-u-5_h}HFOMEE32fQOlo!^t)bIY-(m6ic`{ABR2}aN
z2>V7n?z}X+CCz1_`CR;>9GO2ymTiZzyd=xRcKf&<4>#AtEiB;I*2<=4a$DNe)%WE2
z`GPDL&u-xv)GV1WT_wseDi~^L@+tAO)F>V!MJwm%m28!SE?_20Ks%AMENY%b&9P~C
znFgW5EbwGXvus>XCbuG>YN#*<z^3!bDg)}ue5KpYbY*c0OElFLhUx-&wl1l?Uf<qn
zE{6Mk3Aew)+)}3u<Wl}*Nd9+w=^u6)pG;4^8h-6sc*w;Y7f(S~{`FTNumOSzo!Yst
z3Fq{SXRls7e=FqL4Rq&Mug1j3-HnYQd}3e>cOG)i)0nQ~Awd5|D17GcfW#I7a#|!D
zXd@Fa^^T4LD-W}MAUi&1$Q6X9eu-9Ht}@D$##9m=`7M~ChuykHOww=S=x_~<JG$@V
z(RvuB@i3l8&mIoX*xR@7+zE?`BN%f?jUl{bLxBBP0snWdhd^_G>qaQ7Y(uVx-V6&5
zN8;?==rFAA@%S3N>_TB*1H(G#^6!S-!j^zcPRf8BotDOClGzLrla|7yV!lceqoJa*
z!~%s{Zbr8*=Ie!A_;~8&V(d26CWYN7v#EtfwZN#8*o}&8LUO9gHEZ%LYPVIBWz%DF
z=Czq}je4(MpKCCJArF`?&NLN!?3M7}^0=z(_EI$LMsvVyD+cM^V)G-v6=g+P{RH*h
zR+OEIY`DrSqQ^%nYY|}GlT}jSEvpDrHCNVk*EK?c4s6|>>3_61{Ag+9;nL{A@+8pw
zaB1Oaefel(@e!0wvtzrnP_O@i=Er?HFdfgFJPE`{owW0Nb3wG{59bl&Jpp{*nHt$4
zK%78%VEXzf_V2Kp8#(UfgWHpXYok4Dqg`7QeaE|a;(mRsb916&YqDc|x*OoWJ2SYk
zGQP7MJenMQ&^J)vZ`O1lh*tkCec@lz$3Afe--&BiJ%*gx*22cNtm;yx+e=2=Ri=h@
zzfQNc>s?)UZSQ#Z_VYJ)yvrM)zGqLaIy=YJZGGCINyo^v6W~6%=vvtH&9CQ8EqUkH
z{YZfyTW|&!978kK&QV=`C&J^j)vd;oTBF-1Gux1^%9X2`QUzP1m1(sy0?h?1xfnr~
z;*5-RDm7Isq#>Rark`>FL(XRk7#Wn*cnO!nV<gi_cRAE30X>$R5zR@Dmcmq-luC+?
zW~U^H$mudFS;3%4>12aUpb|0hNf?w=CMiu!&ydkl`6*ErF@u{NmlS$CH8Pq-p@>0o
zmn$VwxkMsS$;29r;u&OqS^_;jG9%`WghndPv;nGPuU)1@-ON-{a}69LJ;|rw7a3GJ
za<Pd?mn0`iQ`7A5sZS$mqT)2k$s*|W(xb8zjD}oGrN?=%qNZbDu6^XFar8~=!gp=!
zKh)2?te<_{zw=$|^2h4APZQIdM@tjv%HMC#W62I49j5Wea`pa4(*s8fL0HoO^a1_Y
zsuOMd37hU<{fEO<ShjxHSvp4czJ;!~h3>Z1;hx>e5yZc4jP|Y#ckYb$J%VI@W)O1#
z92;;#fQ#M72g~2@E`8ox{^z5ePrGy9Y)$^<#m0|Mm%n=qhuE#}pKO0ZJ>LFwxb^7(
zQoGF`4mN+l7u{R>0UEl8iyy&(f4K7Q;l__I4*&Y*#rp@VO9SQ01Jyg@?N65{Uu`YF
z*jjqJK6A7&^=5zWw>OVI9c_b0ho1enw+9fr0oEaW!_5ybH-31v`Qyvo&oA~qJ$>+Y
zXXV}Q@;|+K^xMnbZ|4VJjWj+SsakE#ebHV0tf%?GNY6-9Rh!>aX|-l5jS9Jf#b)Vv
zVkLtw<|Aw+A3eKMY7wSn$Z3>py{yFRgz=6U76WvSf-8`7xoWmV!4zu+8ok7*!MKmF
z*5RE*rU4%>TW0{QyVQDzLT^_XtTKaMq)~DdGKN&n5bJqLhumzJnH3C?MWNv_$a+0L
zH=ws?Nkt;EMn~5f({lXGjzLSukm3G-rnyhi*sYjaENttv_Vj1Llewl{**=09S59lA
zDc{L1x@YJb%Wdq_HTJ2y$6Vb*h@P?(SE$U6RFgU*+r%lz;+5oaOA46T&Xj<kXE3DY
z<jFLu484+EkSlO!rxle_=a=$|O1WBHl3GR9AqrW_G%C3k72hah(~`nTvA1a{(P9u(
z<oNGHg;SG|1&V1Jo0KkR)3I{Wi<p^Ofz8OvatN&kTBe2W&k>XtNXzoDbfDIhY6`Oi
zE(^nArDwYN_o^%tJw=6fW^pd3qDp?hK{wE1?x@!m`WWu)^uHT?|H&8nheh^?+m}MG
zpA88)bM^YU%OU5XE;|ofSm@4A6Y_H?(?NK<c<DS$Y~TkAhq}v%Q@?cX=5<WAF*v^j
z{X4pHV0Q!t?_rR@g@#8(M90O(06U{1Z=(qZ{T%2Tf;jXu1h}6%^~D#L7_$7p{eyeK
zPo1lO=~{ZHb`^dFf<A`wnDd|H!CZ#bJc#ij=T2Wf^YvwT#t^gqm|J(lF2y1d?(*Gh
zUq^(Tzj@>8rE8GOo%!m@*|YGIL4r+OY+_nEIW?Vxz#4el$KJUc8xa|cn3zax{-fh!
zz>`l%Nl8v8rKQtSNsLrFC!Hgr@I+KtE3(+>@GjwSs9J?iBPR~XauKq*bPADCC9!Ix
z4wOlgjXZ9HI$H-hCNxQkY`w~3#`w)tXg3F}<^qc`->mnctonQ#+H<|%p$|9>(5@7K
zp@VU~#X!7@EADM3%<a&^WAjcF!K`y2X1&;*UFyxjg1)LCyVU0@&CM>)bywxM%CfBm
zIW}Kae%U}{`%Hh^>SXWE!YI69VGO%6HoP`Iwmm()H$T5JJculhwc-8^!0|}`_W1C@
z!qnr%>HXg~=9si&jXt^y?4Cqdeq0m7=*@}N`*<u5+$VsZn7WVQ9?zrG$MxhGfU^PG
ze~k3;5Y0Yte`|aQJ^mJPPJlr@p6Nvk50>4=bk~!)(H|BUpU%!^kG$1y{hU4dy{-F5
z-@2=8-IF)2I15V$THQ-M?&cD;&PcHqh}&oLSDu%z>}M}-+qWONHy^l`HZ1e&mYH?y
z@PfW;Qq?`CADXrX=Nw~mj>-AVxz(J-t-RTF@7SViYSA^llm)mSn|BURBgx&_G3=;s
zHx<{Y9BzqLFH&iRaur{y=Bu<4wMHU`FAbROR1%e(N=i<^B8G?j4<1V?;$gjxQVRug
z21l4dQFAy7Hj|N@m>6*<{!Vy$Oadz{gOd`Y7qY~(bRIcXM5oF)nCS@g3Xwv{67YFa
zkx(Jx%DD_KB|RxNTF7IHxf#rqa9V0CjhxP;W{CNGqfU>vJt0q|l54q40h2=IQd95V
zxWGt>s?4`~Od=^QM#+q~h{;k)95p)1CY3mq3U*SwC_P2bVVe0ImrU#w^JQsik_0;Q
z?p<<JxJs6tU-rOMx?4Q?*53Zo-SXbu{64e!t-bk`x#7s%@E8uXPMFX(J@qv_Z67_{
ze6;cWaQf}``kVQOkH_cWGWTG*YiF|SU~U+T_@`*z*QVd^EPT7a@^OFVo4w_4_m;mu
zSpV+fI<aS;9$O#mUGD2#AL`kg96Fp2LOKTl9S#Yo-^KEi{WvY)oPhB@LAgig{tzBG
z;N~r%emGqD{CM@3qs`x5Z2$Uv>z8MnKR;dn@9QT>*l>_IAnMb>3Y>3osKCVFr>9%L
zJ=^{_&$sr6Ti1IV4`v3QE{{K5ojlr{eZI5saCP$K_QHpUYu_BKfAa`x_jRH@f3)@%
zzlFn%UtT@_<<*nV&kjBxJ^Jza!4J>(zkRy>?r{C}!{v7mSD$Z8<EXHXQGZ{}W_#IG
zP2Nal-b8)rY-8ncNx?mb*{|2<!81p!wn#Kiwb8EBD3}~rba7KjCW#o~ul`IM+I$!e
zn&k=%(xp_kjLMPI`AU{p!;$NFDwLL^RI}u`s+cl0OQGecG;F1Yt<rHdxSB;qi_~fq
zTeJf3E~QeQK&uo>r5QfIrl!eJTxhT;gs@bikzz|r>?`Z7!I}K#PEBo#<X)q+w#isp
zA`On@H#DldhOBcNMWYkGLZ8T{%+R}2s(Y=KeU6%utfonK<EXW+Pgl__8Jo?wYw7&7
z2#X}GI9uq?WM&yt3vwC$0BLAUm!G5NlIT)ysymZZQIWB<>~3n3n+;?UhlE3~N<vmj
zNIYgNn;K0^59iY34NA7%DAp=iQVCNf1L({2BB6%OF>tviAx|e@nq^#%SyC0S`Lk74
z4P7TsH!3rXN{UHE%QW%x?E;^Z?Qzk4d91Q~($+5Xz_6#GPT$$;YOXW1)T{cs^n-oc
z{vOqz0Pf%IrGHptkH32(I{ez5+m~;IUc3@=0U|T7<AAYeAW1`g4VNXPx11)d<W3P*
zasYQkzTODI4E_S-al~5u@<sIQ;SmUABf8?_);bK^a8S|##>Z3oxI5u@E?&HVZXKy^
z(UBSDwKH84A6myg^vr+LJAY`($@>C+vqTp97ogJN6ahn82<O3_J98RJJ52Q>(TBrJ
zC-lZ;nA>5NaQz|?SwooHhg=Q|fo09*kV{ym--v)E9enZ9(vng^i;GW)ib;%#ONmQJ
zNq~WTVglIz@RE;=1P35GE;1n{CY_u}W27)SX&f$@$D{Ij455Inl7TV@qY))?JEeTB
zLU@AgPOa3bRXBm^dR4YT?KY@AdNoi!$Efj{ba_Ud&!F`Zh0QzSU<`h{F<>_pI*f&O
zqu*@IGZ}nFeXdal6Y)HYslaCOgKGy^$3C4XEZLD7<HVpI-tr~z19!X2^WEhhXGtb-
z-x`1gJ+jyRIi)qlHSIO6owXg^4PD(ZtGn0MRN7Eibg!wjuA`>8x3PWnK2+!3TN9%P
zi?ffH=P{YzpP$^F32sedpAN_#e?T<y@S_7{1I>Rg;vqmB4gSpN4nE-b47lLtG|mhJ
zf}a$I_5{995fk_mWJh;T(CrAu9eVuXovA@!I#%!?&u^{_JlL3mGI()kO?UVo6#xFe
zI{wvvR{!vy`0xK`@!@|kO#fhR?60oN>#A{N>*-blqw=11W-)u`Vb=7zb#}wLdzb@o
zU*57UY})2F9b+q&!Ff~vq-l8CIx+8@U3M?6<*sbzEp7T{*K#J7vnJ-@Fz+0jvyV($
z`p4m2Z))l`l-yIe{Q{#+pw=QjO(a(dBubu4DUiYTO~l~=St%qcDV0u66Z6;-kly(m
z8IL1|qdSW!W3yR_$*iPg4VPm;hsLDRQ<6w=ajDTU$&u0A^jO5R>cw0L)fHIZaM>8n
zD}@{(lgwh$NU4b+-AP##DTgWMam9Qd3}&?gvWSsRgY!djB9}%Hv01U<cd$KTQ5hUM
zi^n)dcbFdEy>3=8HT+bIEF(+9%EImvjQQ{|4VSHAGeNPFQb|U@I!tV2A`jj<A*5m}
zr75ZK%#nz)G>$oO&W7sVhN<PXq3VUU?5Vo!iL(5$vf@xxb)dU<XsLY)pE`Hl(|bJ!
z1C#Uk8LG&3Z1#>mo|qy`;HNPQ>fWCQ#eERq{%m>t_2%rmorMp(i>Pm4Pxom3+r8D7
ztMmJlqZ>ng>qEV}<3ms8Ctj>hLk<rD9_IOnvqNar;ei8u#|;qw<;oNR?z@D$-S-by
zKSG|ixA;Be=Lai4Jzf9x*%ndHkFU=NhzH#NjCzXU|N4)Q*FHa9JDwG+g1?9RA0My(
z1h2V+wg2$p$?N5@xsH3QLoLtNCoqaXSP33rt`1G#;wZEmj}}H>Y|g^31|+)o4_AoV
z-}rclDLqo*_P=|)^UVQ3fA#g=(zC6Zr<*e`cNgA0n0vm^ztL5>*c@2vs90>P8ogII
zQW+Sl3^cgxl@7-}k1qhHU#%%qt;<AgpIolyh-Gxh6*)$+$f}fO;f(+W(^fl(?sm1_
zBvq<;5+z%#<iIBhZNFTYA!H}Bg&BMyg)gQFB{U(A#O9^5MbP5Fv^Iqyqr?9gK8U2G
zJ25FyvFLmyLTaW{o|6NoIG%!+!KbG{{cf@Ho7*z`MzcHmj7@FIdv#Kek5yM=XlXQI
zbzV`&?+s$fZYc|h^PT)a8Ipi0-b!h8pT2HL)f`myP1(z;<$1YM9*HC%CwffWnt-+3
z3mU()Bp_~SRSyN-wN-YLoS~5<mHH*6h2X|Z0(l~ZD49b|;4_jX{3M-{F6Jepq=IxQ
zKV2cBC`42t-c(s6nFxweF#iR59s-ZVSsJ-rDKyDA0!mz#QRvWd<h(>NJ4PoXgHV@g
z5|~u1e3vAUBMSJ1<yEqpCe^(r#lT2*SG%>X!BkZ&sjHL@^_s_qkr=D^yTSLLe4&3>
zWWRg+ayTqgLoZypa_0QSuVL_xo*lxsGhd&A)9g9I@*S4)=K<fyUAcb!>g`)0NN>l6
z9q5l4JLKnJxxqFTqwtU$*RJ0Lcl{>%^g9ut%0pfriQ#!{JdEQakhuQUsjts|bty6|
zJvXN*zo0wQ-ISeMm+dR!iTPh4BZe@1J9Qe$xMR;caOt6{|LQBmzrqs!*4c9*r_Wr4
z=j)jZm*GDP>)J4c!6HlU$|cy|!(|?}b{OP`h24z-B|jd#{8-{-5fK@U%|O^4gt}rc
zkBY#z0vi7vLhKe79hnRUU1}U9BMEu0z;uaNC>4ujLM0-&#ay|V3vky!jieHr)e^f#
zYFA3FDwzY_`U$w})j8<d^(wDk?KNnC+CE^q*#Lt~_{m@hUuYwC<pGPyZ!qQ)WgxCb
zliy+~BuMWL(Bn%%kGDI^9GT@PP~x2~#Ke?3pms+FoD1gg@T3Lemt<#`=jYXw6*p9t
z)Rh-jm-?EEy)6MKah(-jTVa8#usTrHUe_|z-aS7IEDo-Y4HI#1lgME|iESNwurRT=
zIJLJxxW{iJwsjgWjU3k~k@bdLSAvE|)Xx0)Nr9EOIWw|0IRsukko|X9CtCZHA{u!h
z`|<MqcyteX-qavM<%nFlsezrjelYGH&CE>CFRIr6C+T1RU-Pg3pY*%`hxz)yvUmO$
zLC+DzTLl9bqn@LZ&?Nknyd2KlxcTsbb9~7>x8Zp7EU@=9Z*|u-zhR$QcLbNLgY%Yw
zNz>4z83?|#=H1-!uWuJDtmdFqpIXjFs}5Kno3{?n8hghyExpRhCWSX3G&|WEJ(O<3
z6J!@FK%(Pf&n^~n1jyB*V{%SrQZj(QLJk|-7&aw?nw(6IPoO6!vyu}zX-Nt;RVQX^
zU@ya`%eZtQgF;VD;!_iqe5ygpR}0uOCemRjJaU?xL+6o`g<K|`1WUR^IRjy@BtD(a
zq0^KCmPyPoh*%OPl|xE_g)A>44R&*4CVc0ZYNWS|1#%vjM<tOHA|$M2t&rr>ak6wA
zr;=fj(illGNSNi5lKAOK{M1BlQXD@eLCv68gghxZLqp+fs5Cj9rjTT5?Lnz~k?kIn
zmpqUK_ND$kNnlS>_&`#$D=*$vmp;&y?HkMY&Bbfps-^liOw)UN>nffuj2+=PH{QEH
z+jp=qxHs7ca6gzGda@XNzB>7OW9IGl{QKR-Z!wmCwDEpt<>}%y@>@5D`*+5M9?wm@
zTAzErvxt>C7VB8kLm-cI7*OuP&BOX0ZTsU{IN?nE(Ya#+u=MR7hWr5cWk5FI`{$>d
zzdYOe?fK4MUhMq#eEZjD+rJ!b0pD@OOMk<6!1_r6?qP8E&u<?7dbIU)VQ6irX+3x!
z3io&Wvv2ojUu;YrERJlAccC6H2cdKS4jY7r%W#-~w+CZ7Sk^rF@x|V;iOuGxXHdg|
zJiqdKZ~mLdtG~V8`RQ=+Xu9*^aO0E7uARZQ(VEiU(t?qyqWk&YM!4M;mDKx-%X4yz
zG7$n{#Yx?+(AyMRi(H95-J(!fluDCAX^^T6GF6t@W|V8hOdcx@Z3K;-j!<AWHIb1P
zO(MsUGUAb)nn6h*r9>U4yONk0$M<5Q&F9hLQd1-1(xVfU0uhn?t5<1ccuQhfjU1zn
z?Q}{sdQwfJzH7iXGVU54fy<Lns*E1!&F^S+mX`@itJw`5vaWv9{YHb|#a63mNvR<S
zI4*BdRJIFS2bJwT2Cs+fLck%JCF7;LopirPVN+>E40>^qq^eGGuijC2&rsxJ2E6Q!
zMpubXV^T7lMzNTa%Av-IILUGmNhPInXt7E$#et|BIg8Is=F)-q6cL}PkYKm2z$gRY
zZk3Ac3ZYI!g9rt4dzFAJ<0T6i(Q<x*UC+#Mh<z@(+a~e4#5idbl_>5tXdCWpD{F-9
zZMwd8V@Iv3xkB01XbSc@hk8t{b&@{;+`rpP|FFm&a``l@)k3bFy$D!8_Z33lKvlbO
z;~IMMkn2}3UxiN%0$49#gN-1zNI)Z^;ckK{k7+&O^bR6D4gk1bxq1ocfBDKK5a7ar
zoZ(Qzfkbx;tMPFB%J6V(;x8gF_R5`*OLu8$LI{78VlqgH6lyvd$>|~2E?*9bx)vIB
z^L7*jZ4kvlA9wKrRsckB%$f7o;}dyozEhy^h!M7}5TCz}@AEP`_>ha2u3bEL_2Pvq
z7YHIf+V?w9xW~lcIDs=oOvGJ;w&Qc3km#U<4-Z4KTVyn-{I??FBcc)z91|6Zka-r3
zDiw*9a-~dy3@(+FPc-aE@RkX5Kz4AqRbmTDA%X7~ICW07JQJmn;}DvqRTAJ1_fWGw
z-(v7vO@$}04iTKi;x}9TFpe`~vHstc3G{e7mh7cgXPG?{D)mYSaYcbyS7vjT*c>HR
z#J*t3jv>6KiU^Czug&)(FQzuvSDuv>$g~!FoaO$U>N0;Va@$+$n)=$>#`=3^Mh50b
z250(v$2!}Ckhc$Xtxk+=%>t|^b{3HGHi^PL;CmDKZg7vE86~c>!L3;$wEg6I4DKg<
zdqlnx9|KrFY1Ij8{qbZT;C?)oC%ASebi3`7f&6&?##j$g$O;+j+z$>M1jpvaW@LT;
zMBn<qL>vD%ZQ;M9P5hs%zF!>eD|xNGOt8>tiBbtKgO;Q>(*_1jYa5QS1q*E94_=n;
z9R-$mvfvLtv1}ijGxtrI;8Zg-Zkn8PuB_*7?FQDj^5>S_lk?80r7RfCjxX3@UlUw3
z^^B|QJ0*oxLT3(NYvL$1T$Ne?aK|)W^arw|X9olWgc%eHB{hvs##TLzlAJ=ufCp2j
z>!AsE!lld%0X3DMktkuMDg_x@DFa(Y<XOx4bfuUs6Hs9vr(n|s<TPFy2<=I77KNK0
zFJO`d^mGN2q-9ejR5CR&nL#20(3Q+|IU`+|k-|=i!yf=nN*o%cOtsJ^XY26E1?c?+
z@UWF~s7gM?qGZ|BOrwOX;iag!sX|(6M(myBJ2xoNci4$BoTNBrLQF>VU2<duCn-ge
zN-?rnIu1`Mw(G2&TJNkZcSe%CEcLC)^46qztJ1s`nQvL{TU7d%)V@WHZ&8;!X2~7R
z^-s4nOz$jC|MF(_&CbLlWVg)@KAIzt{oygPAJ622&sQeUxua+QxQ}*w?KMX6Gh>@0
z{Tsvm`%?&voBe=E`@>ai?ZLY{M)u*8u{?-*$P7aBzCVd2KKyVd-fqkt^X-XgJn;Ry
zhs)nTS|;RgkJr$l1JHj1vJ>FGgL~p3Q2zNg`uCrn614o2{v9LwlaK#)Z{aU5cmDEn
z`}yj~>QMb=u=(BY#BZ-QetNd~@eycs6ED`s-|fzRI$S}0f3W=X^Q})$Ha<RH`}XnL
z$0zIGA8mX(+W6tw=8wmpA1<{Y4i`Tkt^V|Q>ErgqyVcPb^TV41?ZY+YJ!OHu%A%%%
z+$xW|GRIq)n_uS1DRMcAv#bG!#UNAw*{vv*&WS!<Yt%}VVzyAqlVsbRi0hT|#B2(i
zNn)}oTpmq?U;!4H&!q~uR9r!~ghYcvPh(1Xasg9>kI{;hMzIPq4jEf4W(u7KdwzDV
z!(>uPghsu<A5a&T7_3fqu3vP&+uA)~9iQ}!Ao(SqXLqt1Yn}NXL4A#;re0dtD(M}v
z4E1If=WuoERHKpR&6iuVnXY_RTd!kaD5tbg?sE#UcXVe9ygriIn5qzQICK*D_V-#;
zz9Q|tYE@f<tg%W}Q;hk8K+2-21+Z*NmvB;5Vv15slki9ka*RgGa@#dJ1(!oj0s$2#
z5UG$SL8^ibl25Tt#D`0RnveM76a_DpOHEMlf$XVjak|6E_PHcphsa|Ux-CM7jhCGx
z_5~!RRr03$y5<%|M~iB-%Q)PuX|Gas)f$G|ZM`k}`f~B#4Zi>63;n|)`^B@Tu3bKR
z4LK+mk;ZZwDebqzpl$;OLOu?1Jj`KF6UMXGuH3qHozS=eBQKl*oBhN&7Q1-hJK-OD
z;oJ$z!(0YlF%XsGinR5U2L5(99P1)(-HD8hNx6A5GVFT9)w7o_ojMzO{%TZcL|jB%
zQUXb6sZzLV4DLz_PjThOt<%`@L&tvh6u><;fl*LA&^_|JZ|cq9;^V5$_RDuJBMUC%
z!cExIU4duZh4YurLrw>Co2$^)$Hc@y8J7en*~lp9*&%$xxdT`5=nygweqR){_o0Y#
zi;M~-0%j7UVlWO>NR%3-0Wvq40D!K64oOZd*|9h^C`Cr4$fOjRf$R#2O)0S}P-2@x
z>`+R9?`|F1cBL2iZqWFQx_pzN0P=Q|Dc=NSw*}00;CRVN9h<}!87x?p6&iu>HbT`-
z2;1#tHi+QhbwkvN;JwfeVmzGTbE<NEHQwCnY&QgP0lTBXnd#58=jMA0>#FPeySgSv
z2B${{CI`AkdhQRlBf-78tEOtOseYoXeQBg`3lT7Y_1UqFNyNDhZ(%GyjWl-RO0?}$
zBdC*?HYbOO0&s&l4=Efmng6}etrOdJ$mQ_T6hW&0<C$UX*@;#AF}`EZzA@hSJF<`U
zY>&1-8t;3yFuAcXFKhiizW3jg`u~r_-v1Qe{vTzHuZBmLzkUBc%dEg#fl$O{3Yj*a
zynQTlWXTeox4=C1!Ly>x!~B^I=lHVqSj=wj88`F>bt6;enI+fiM()N|{@SK*VbwE(
zo_)zRGG~M2ZF)U(Y#9tXbw!iF?Pr@D9F>j_dv}#api~QGN*<71BIiqGJh70CX*`=o
zrDssEvPr_U=WbMTbZlB|LOkq?u3V419j29VM9g$rN+h2auM&~8GMY}t&@0$b#_3cX
z1sV`OL&2hnGt&8K$uerXPQZ{c(~<ciW0I7NG%b^?<+7*=Nwm~-5iLWQ9?wjOU?kpU
zB;2J$g^4qgi~_pXAkI`WH0*d8BSp+$gKK1j4o;3y07c15m$H&X)Hn$v5w>`G2|FVu
zf^_#bB`RD*PLm>r_D)#%)hn#zbhPazHp?oMDEK;#z$3SIsI$ifmSMi7UtsMOSbBx#
z9+A06Z0?enx@6`qxw%{IY*X92G=`yUS6_c;`{(ydKfG9avo-e^21HZ6fOSmc(X*ot
z=Z4X_zg(Ll7Vdj1?{}7;Ezh7~UmNJgDE`rO5J3MChBjDd?<^8zxn)Gije=$mKtJ)g
zJHF}Pn;3XBJ$$q<{(5~DV|hXihkA%3!7{EG%M&y9ryFR}0p-8r`w7aw0Ll~n`w6)J
zKAFdS{>l2ch=6&r`q$UHKR;W0wlc6WQvYbC?dPMV-;nS2YWvq0*x+yd^%dp-Tb~cG
z2$)9#9TfB*50>BU&%fOxl<yxN!MP5<FPP>nzT2I7wKMs4cjCkD)W_YKkGr!km&Voy
zI)>{i;c3%R=CAR2U<>ch%*=OW!g<DLHPsY&?pG9h3=X%^VO1C`N@KRg<#psZ3{H(q
zuTvUbc2}k?(`K@pbQZnZq*Iz<i*a05iypik3;-P(IgtjSlA5gsw^^5k=beaw)@30Q
z+F^3*RaUplTUt`)ac4Q5rhLDpwkflz9h`PyU8}hRIcR;Ru`$m;H(0jPx(0W?SD_Xs
z)>rE5>Xg;>V!YbhX)DVUqNDHWgKeHhq$H^=%zKT_q0vA~lf|FQb-6@UwYth$VQwBX
z$1S&6M7af`;wn{Pg{7em5;J{?PhwO+?hz~J(GZTn$$;dOEEiG*%rrhTO~@wc6nu+T
zsuZz!bQm!qUr7XdfRGInC7DWuAsI&k>qQnx%udltDPWnJHA1tB17)1sCiFUmE+f;X
zp&4Z)$O|()!mM0=L9wX0Ro~xh8SSww2i>zhmd*-gOR1{2!PwJaY_8P&3E=+SUiybc
z_A_69fymY?h;T)A+L^Ba+0cnyL4fK7Ovg{5PQ!x^9C*y<@x)i)w|{x=EK=Lh(O-j5
zok)9u8Xd|sWVAtW4(GV@=P;p%r%hN`7`k;3)FYx|!BoeX{7zI{R7xsjX?O|0_yQ*F
zXD;8l78QFZgT*klt^P8&_fMlcpX`Aqgdu<V^*Mq>kG=aBUzzM>17k0ySAHE^{5-bw
zvZk}|c1$>YYc8D)#VG?WxFJ_Ahk_D+<5t)$%-bX393KmGhv_Vceelq^bvxpA7+mI}
z@D0Jc2B(edH=}Pvpdzl_3J<xN5DEGRTPe|K6(+gZAmO2B2e@m2>~fJFMS#25h|XOh
zHp|6U0@ev+M>!M{r%INkQMgr-ETzb$l4NV-9<3@zr^zvZEN96_x}y!EHmKKOPiG^-
z98G4w!Bk*072pPAd8e(^VJ)#+if!gXVvKM0+bzUa9pd+#ta3MuWSzy{tWs}QNwy<k
zH~U=9KtW!0iNCD2tg5}CX`sDrsO^4tU43&&d0jzqZC*)ZL7=a?e7?J5XMA*TD!4l_
zg6keq-hjX0w~r0(j1TQj3_qA8Y8UFZF+AUo+MXC7Y8<4y{;lJ}!yO3WrwFnfko{!6
z4p@g!ZZ+6L%;zWiiH03CJc3IP8Xh1X&-9@%kbgMQ^K5?P!-M&w{bf_zhvfEO8AJaY
zW%Pfg_5V9Z^WpN~+^?_Sx-?=$qw+ZvlU-hY-#N6DHMU_1&RM2b9P5wr7Iv}`vp%wD
z9$U5#!ZUVE-xJgZXKiz<?&Wpw%9<C~<;~oM^&B|Sjm%reRveRSuHiXbV~;AYlw)#I
zReGje#Y4A_J-bpZfB~II4(%IXBIEJ7444KJd^QRd%kE?({YFG4Mn=ONIW;Ce{?6U>
z*f^DlgZHkC<Om5j)vO_;xKdu4luMKlS6+scm7(J?!Dmy@AU|i=k@KS9sQ3&eJ428f
z%}<I_GAPW{RB~dXlFJZhBydtA1sU;tay&gQ!XX#rnUx+5KTE~1NK#~sByI+ncpMnZ
z<3zzG#c?wdco|5YOV){*Hodr^q5v5&l<0_<t5-6jql7dX+;mtO8JskloR*=XQCu>W
zhA)p#ppjS(Dz74$9!REpQ|X>Gx`#y1$zXbEY#)o8&k+WAq9VSkP@uUdl6Q!uwHl3i
zVW#c3Z}&eRZM}s1(Ci=>bij19@PPP}vHa1}7-sVC5c;+@e>gX>G2FM*+p#v-^Jpgc
zW^(}zI}z-@zX~Efz#XEwXU9r;4CFD5CwlgY!3X05yJP+PlY;<v%<ZvlKQ^sh0kZ!N
z?vGZ$lmov1On^H&_g$iJbKJILR(~><{~g&6S3f;j`{m`%cZbX09W4I(V&mtd)z=#%
z`;+${&vm`sp8W3N!so-~pP#J#1{?W<<!?47Uo8&5UmO3hHT4}-b%&VDFTr*mQ8I5I
z%zfCM`>;9lW^3xrgX#DCGw*TTnfZ2~;1xWcADi!P9jveFttr1>R$O0HR2?WP^5o_~
z(30)ytgl)e9h~YJ?W%7patGXIkJpix=Z5ohAlsRr;|@6Ot{k^7P*7axFU|875-K{g
z+lq`BD=eo9L8AqqmLS%`5X0bef_nptR!6Z513gor*;HV+2Xs1@)0I<NS)O0yEvfP~
zcNVqx`I|evHO-E?Hd9-lxxL3YIgvj#Qc_=KYixBF`894Ur?tjfTdl0Fl{B|%N&>uG
zC%vvg-QELZJhncQ?I~8|S1Ri6oA1?X;Ya883JQv3b&ck>HdjNPtH^JqQR7u=PF-W*
zUb)+45U7P{(&L%rJ30l8OHW{u6F9UqCOL(a7)48q$DjcnkwVCka2XJaDg->FDe7e!
zlg5a^dbJGaUnYnp0%nGoO;U+z*lv34+Dx;=sA6cP>3UhJS()z8(sZIEtCa;-yf+_4
zI?CoILr1Ft*{^$xrSpBxo_pH13T<bNuCvzAS^F<pZ-1s|ht3>$eFiD6P?sUs?9`XQ
zZjj}^IQ7M;ufIgYPORFI=L!xTKI}BXpu2qOEC%)0Loo=4+3X4D4P87G?l5+TH!Rlj
z=a8m~o;{pcYe(IQh`tpb9eO7!G(7rtG_GNAtwn>6b|0Vb!dEv#FC|k+22bmD>EK~w
z@R8C{dgW&PS6^SfaPj7)Yj>|)i!wNCGV^<#-Y!pmceb})BsN^V778DFB*`Et4(s^P
z8`oft6OUFa7IAMepwGi(=PG<{pnykiJCfsWgaY4*Z96CcH*ZJW42utsjSr8DLsVR3
zEGa3SN9W05B`(rQc*IOp$We-UY6%}aI{d(5Ag@=74R8ySiHtH4OuOyGKwg%qmbsKt
zr&8)tNC-^VN<BI`Ht)Ga^A2X6F2`#0IpI5JDKH!ItfqWBSaa~6H4zm0lZTnMq8vxL
z#}3|mah9bh+gj)*o+<V^OY^cyOLD6HnWcVbaTyX?^J^;e@0EBfN_^G#N?IC<ni>N2
zb@|oRImM+8pI`3^Xx&wo;`^S4nfi|X;lZP+@uTVSha-b~L%okDMxM`(J(~$WnHV}8
zA9y@I_+)bUxQ33O89W#pIKcB$!$eIE9ZU>7#5-`X@8MV<o<E!<T6NUl81iV?|F(Aj
z1J()U`w2aM3rqHCINA*n%<9eAZw?neJYFoi|61MpgJ<|ZW)1xhxozK;SFKhRwC32o
zsWH)fI^0~DzHCWzi+X%cyR?n)R@>ByeR)4;a>L#~ryH0zj4s;-W=tI;nvPM`&<s4a
z95YMslh2%A&0gBdncZ-YEjxynt)nZ>kwsU>sI|0S>BwQLj1<V+<SMROE7a)3=-DN5
zt^o5*8CN9cuvwI2d!iIRo5iM5QE8A)#Kfe>$EU}|rNzW%BqlOoM3bJ79D7^DNi%Ek
zGXZbdcp*Jm$|2FyW8_?lgqE)7u`EI^Y-FU=R4uxA0ZGB5i7Bb{m^<lVAsJD3Sfq3Y
zDb1mWO-`DcpRSWK_|&BIsM~IXvM3X>CYD1%b12DbUb=ur(@8KMl3<&U$QU*`i5wp-
zppr9<n%pd7Wnqp*E{eTzJ?#92*c-Pp5>n(Md6qp}&XI~UQf28WHi5(>k<h@#PvylY
z+QK3fQL*yaczIl$JRx3@l%!5e(^IKd2FHcIo+a_H<pGhpL2YQ!K~L<-`u@$q&o6cn
z(DrV98cjOp@DCwdo9ufq(YrT=Q1W4b`}38_$MaJU#)nt>y5_suR{OgiPLICcnE$vB
zc*RhC9r`%T<l$mR1jEgb{<pS$a(HiIa3|P@dNeikVugsF!3Q7LGC`<2X3GQOaY7)#
z{V8~K+sB2QKkB4yf4qLOYX1rQaZu}@Z~gpi<J05ipN`i5>Gkdphl|@|tw)PP&sRpC
z&JP?;^*ovCc{bhmbfWvwaNFTX`{Q88H|vvsdA{}6HxDp}|M+C}XJRt2`y*m!vCx0H
z^V9R~AC6#Nhgg}NUtaBfcewd%ZDt=tl&Rp-P(Mtf?%!*yFR!gDtF9_8DfD_O{RLYy
ztFwbsUG?47h4p?<SvI1eY<ceNqC$Uljytc=UtCdkucEZZpI7Qa(vvC2WzX|@;96I7
zBBimx!4kw;1h;CvcuUd3C`0Sh>GHMOJa}Sgv@WYXyP(LQoof%2xtrRG8t?mxt1LxT
z`o5qqIGaB-?wOk_pB=AltjVgZQ~C3Gg*n`=MoVxoYium5p;4}uhh<wxHPyO6u~evx
z$Sz`bj5~WE9i7Xqs?k+dSj-ltUQe-E7-n6DPEO9T>yqxqdYtb3T(5-3O^u0yC1ajj
zCl{xPg(*rILnRXk*c>{UoSqO9bvra8DPGKG%K2Py_EjR0PA0Qy^|_9m@<4f2={=jt
z$!7^Tbf%cY5wYle2HBvL*z|Iv3gJo=jW|^&Nw%m+J_pZh<5*1;rvu45nzsASx@t|H
zhgMT6o*&8YZ#K4+De4QQ)dl<tAFsCXU%2sqhV1CL!G*)t{KDzem(HHKgxNbR=+2%x
zb><7u-C*nrt{Q}I7`cD_^_S<*!J7`cv{UC0uznTEZD_0EC;tU8kUtB~{8hNwU|<hV
z7>vFF?ja$B#y#}*-5X(%A-5y1-;N5qbr(r)goFH7(9WadKXc}b3n6E2r9{$_>AD26
zJT8@g?MBR(UtJ52qUIKN)Wb+}{{86cJ6F;DxOCpN>yfvvM}=LD3cGd}3jzH4i<i#b
zxN+rXXb9nO11bDfDDcp{-^3;W`g@qv5-a<!kQ00Q;<@wS&xc(Pg%~d;A~HTEJ~=TZ
zBaOtQ(s)dckS!FkB_eQEnMwf&&TN&Kt0usmcYNhzGEacJT#SLdO(k`xkC9y^%{)PN
zfV*CqYt;tq`XYy+$ZiPOw0Tyo*RJ<w8hx3DT)QsEY4l}V3Q#U{zRQ%CWhwC33Ui$$
zeyq!hDm$*yKxS#7tF$<~yu@8m<E^Rl-fPOM=_qRGDQoU5X=?J<SNm$J^6E+~rDdj~
zT4%}q+_D~j`9Pq2C{Qt3*0fyP^K3Bq&Ftj+>G3xcqp!zCKFo}Lw=nh1?AVK7-}8~4
zx06F}P!ofw*W&}Pk8g;Fcyf9e^?GXP<>bKgvA$=)UR(f#KzqMmP7c1FMr_<DA%Q0n
z*pGc_FtPum0O)YALFaz#Ess$=Hu8kz4X$+iYjd01OFR3MPY))mJDz#kzr8o`uPZv=
zHQih7tez?^?PT*5Yz|w%11CqCWrcMotFfKiH7cB5vdykLRv+a|Y}$I~)P3_>jOYhu
z44otD`@@Q^G0niVF*s+1X*{A~X4bPORx^heZ9^-Tfdy-O&|1}M@C4*~J5Q-&E43W8
zj;GcM)EXgrb}2U5GPX#{0kZQrG<rrFi%J&rImiJK^YBiUMoNq)C&s76#w11FO}u*-
z49uk1s5_xoNlB4t-dW^$azZ%5;4~sAdD$+5LQW^kNNE~ch9D&_E&Mv09G#MIBl>no
zWXPrT@avq!NM3rPO2oGqG#;ncD5IFv41<=79Bx?GI`pa>o586SXXypmdahXpHa_|t
zwpA-ri#XX9Jr_rhs3<0WO4HMCUq1%}TXM|Z43I-^+>Q<jOS+rDrU~-A#a>6QP0llM
z7z$E`icPlYIS|Wp7;X;3PNP}K6eF2z$RHc(6f=wM6iB@?U6I;aY0hrYI;yyeJhn97
zWN&8B4NH^LpRw0|vijZb+>5oTr%Pi%cEI{Bko}Lf`y;p_j1Pelzu4VA-+BKJWS<2c
zj>txbAZ~vZYxEOvN5stG%n;GG6V|nee;s}>Hn1B6t#0secJ%oYkqb{a;UE;AaIz)*
za0pr4iH+@XH2jZnm?6k@=*N$#^8bx3PpIKAz(3i`!@dTESoXiXeDKTjozIWgKkhGn
z_h8}W(&+wZ$Id{@!AQr^c<-~Z9@Jh})8SCZ+vTxOkCuPL2LJW`uY{QW(XY?;etWt9
z^UGZ<;!jfHU~U779n5JVihs5?yVT$FV0Pxo`p!aduBEQ6rm~^AzO}9Ceoc9$$K>*w
zJ%!mN#op@N%u+(-YAx{M9A4T~SKZK5*W6s!Qd`+jln=E_zRT*%aTW%=6-9Yf`8lP&
z?BblvfYa=?>M?%L6me7>nuL@Bbt5e~o}Ls(OG~7alBqNj4e68=Qj!9!3<F1NWXZH?
z`$q#K(*?83<)dRI<;50Hwy3n8Iys$ruw6A5bOi^Ei;M2Ld3Q^rVkVg1QmgFkvU$8D
zb7o9IIi-C-HM`_(Z8bF9GZy<54RzYl;mqnXQA*UAr0~lwz3^U%n~|0nar0Vwa+Fag
z_UAb%B=C~Lq!OXS?$m2dLN1??o|+gLkscq%rBSs~sYRnRD%1wK%Aqr7>Ky*;KuJNR
z!{U)iv=WgLvLlrkX-X0--;^S@UdhY0Ndq30KU<n>=N7s|`F4)YkOs+HZKbxk&Rm=?
z^0^ouJEbs(S5_dZED+Td%UY^b_p7xn6^6gt$o)^g&_C=n{v4nW>U9{@93wks@&N9y
z5J`UaOZ4zCgG)$?M-VFf;0WeAn)<I%Uwn<p{COzePZOao$6+ye3669GtY5(b94CVF
z=-pu^7e?sY;dz;OGdwONH1gKP+qZzOS3^&qK7&sOr5i%e?_9nXc{$|Txyx71UbuAT
z{Iv^L<D=3XuJZYv&z-ZMnrD9QUwIR#Z%?MsU_yKI!lkIIkvGoX!ng4C*)K0%IfJP@
zW(e0n1-MKo?1AjJ2{U;@euuvxnM2P`EDFw@N6H-h=R+@Fy&V#YT>&y<s8p(e$A_7>
zh$G@d@y3u!Sip3Rl&6*Qb&$LP-0=quh5lWRBxSixqae6*Xxrr?tj26|vEz6e@6joJ
zMpc1L7jPPjoQ6WDF5js|taEO*!RI#Qx{bbEOF_P)2<5W{aE~kQ1J05{YjKgSq}X0u
z>?kQgIZ?%^vdoeeUtM=$Q(sY2kH5CnQ&!{fmstvmEdGEcaL-YKX9kO_7MmLO`&y4i
zTAz=!z8Y<NKhgc|#Nf98^x)7p!QpSmiTY-2@SEVkw_}6fjt}AfL$LqtaPOO;?l*(o
zZ-;x{kM!Zy4`Tzbf<3Rth<Y{J{bHo^#c=1VVE5aJzW38Z4~{+S*2j+x>!4Vlgz$|(
zc}(Mpo*h<o0C&Qs9%6Qw(e*!oO9`?*2gWv=`Zqe7pN+OPSL_y4A62%z3)HXImG^a3
zx0hAah~-i$Jxwm>+081cgsL=A11*Lw_{7fYCzmZN4?Po`*4_p6z@mP99iFim$eY^6
z)%Sy{o(WxW(LT4~p5MxuTF*kOKD^@STQsyy=&C!^xg|2AQ;7T*rIxSJ!+MUZ(sC6l
zzCsPtcvuEQp#*L`?}R}Idi*g%o&qsDot(-brLrj`T1rxK)ZO^-@Pz0DCY72T7tH|U
zorTeN0yQ~W#-W)NB8LVvbQwK5BK7(;VPc$$md;L&wCnk3YUpW+iD5UH@sVZ`+pdx*
z#5|)>B^6QZdX`L-LTALWm?<0vStAq6d2F4S2Vznt?8PJu5$tZ*VC8YmDv3$}lRPqu
zOvy-0zjfvM#WP>tx_l-%;!a}dEmA}*6}0L^gb=dhV#so?%4<@1)p9L`E~h2JBQ!hH
zniPX?Q<p~4C8lZ;li_5eNhcYptW2JwKxU~_XE*4x8jRUhN_#$4?4ol^6tb$~+_Lxk
z%m3rM2R}Vrdb>6EVs#Q5_I=nJPWGW^KiRy)6CQK;mHw{z&h|MV`#|@j8T9NY$i4`N
zI>f^PozaOCsc@Tf#Lj&oh&q@KBEt0{+-xR>FqYpN2i6ZAEsle6hYv$G+~1t;fb1uA
z97aRP+(4Ei@cnN(xML|Cp84%)<Cmu={X1UW{uy-lqX$0_b~ih3*0CsGz<~W3cmiYH
zPse*-O%A>o?>oZJ_Hg%pSJPHc<CD4JAD{31tB*%NJb&=*qs`BccYl1k^Z97!$7kr}
zcRxPaf=}J2XFI>XefZBGpZvS;Uw(dau+Z1nQ{U3n*i}(f>&f!Fv-17<CB^>If=r)7
z4UL-{$92TZIIV>aI8-=`Y>xawUs0*Qtju2?@D^oRb98cxh>cy1m`M_fIWh@iTe%Ve
zOT?yfaaBt+e5R0=Mi(#;1Ps3$m6RowvlT+Bh@Zh{BvG(!aTxSc1i^BXDr&PD+p}^4
ztd4=Ku3lfE-&9g+7+q2>uiIZdDV-kCv^LS&+FAG8xs?^v;a>Clyk&bOx3Na*&*#+D
zYI}O@9c{|d0sZo{YoOaY8dPp>YaeW9^|#s_nv~%#{q$&-9Y0d!FrhF}3%&@G5*2~G
zZZd}jw+0oR&P|AoPfv(5tJOJ9he9CGN@STPi&bk-3Z*KcOefN4L|O}uD~2q!(kg**
zK367Wi*-_sNvn3-P1!b$!-TLThEq?2D6cY4=`}M7J)C>RvI@T>*Fn#7v4%SHN(&Ss
zUbxdrZK^g5b-IQ+oxQEr?)rbpXaBRF{S>5Vn7W@nb@ucrTu-0=67}_&FOk-QgtyBV
z&xYQ(dK=8Mn_$Z$q7CUVr!HX6j!@OmD{!boKYTLD$NU~_I&kS>N^=#B^y$;*0i)>J
zuZLpGji}W-k#V87B5qx}8GAb#x$02KpZWrgJ5t)ezIgWR<@4u>UBH*8us6SQ{yN?)
z;mF$Ez1GyaT3$V0P|%DB$JnUko7b>lkB++=fAzw(uON{-^EJLFDC)0=TnC^d&;9BZ
z?EgXSC-{FzeZ39RUPNR}R19L^?u6aOKamk&(1k@u+(}J}r;t*?i<a;OGJzCn+hUGX
z#FmNK3Xq*89Hj)*4@75kvG7Fcq#T2kYmy6)u4$3+%~GC8!ZS<wHo3^Dl4ffaIbhHk
zlwSDJ*)_gQU7kym<5IcY8fUJ-Rcg;^^aPrHWp%#F5?67aHQ<9z%~|ZvEGYocoAdK5
z1$h>KzBS;t75VKY0Y_=TQC{dMFLhN`xT~t&)s?RDQk%cf<Sn*%tF!&h1!ap3^?RMI
zPlmc*PY!-F7yM>E_+f7J-So)2nc(}0p?AT)x1+u9gMHsj415^xe>d9ucBJQBuov+C
zVQlc-X#bnx-q%AtDBR#7@#NUR)6t%nW4*6~-LHl_UJkas7;1Yq((!b(>tM8VWvKfk
z`VEeA2!jJ<4uFm(9g%P=Bb{qO<imEY40UY;`?kh=mxo%nCORH1_B|b(*sSbdD6N0c
z(l%7o-d)@~P&r!TzSrt4>#M1#gJRENB&ATqLYYWJQ>c?Yg^Y$iP0zGtWX>?YVwv4?
zjIEjm7qp|x#_3Jx<eC$$dgr9Rc~I67R0bDJbDNn9+gS_S?zyd;;BscixT(5R=_?mm
z-8_vM7V$iZoQ+bbp&~xk5^DrfWO8WuLb!v8Sv($t$ELFwR63mwn^%cQDBuxnc`=VE
zM0^_sYs6$WHJt)m__SmZjiTXkOk#maz|}HoIu_My;%94F3VJ*z=`Q@`z>Q}lCGsc~
zYH|uIC7GENhe5rT&(iRD*=BpL)5W8a<UA6{bz~^wqrx*1ZyKd^xM&;s2B(UfW2L&a
z3@evok<p!Iv01Ou$>lP9dnqxrcu?pw_{^x-+vgH*hTgppk`NM}79O7(nUtPDAtf`p
z862lhlkYGYrCcco&R`<&kz?Z&RB9HPlAVDo$(fd{A*IXs{1O_!hNjOE=XAQNL7(c*
zud8zw6zQ#q25wf1+*92nzrJ|%*H`=Rc2{4n&jQ>Z&w~ipcQB2xn4!lraF~Y=QukCx
z>qKkQT=#v@GoCI@yxX4tmSDMKqK>8cDhfC7v;mhMCj?OMFvdTe9XXgDK7ghC^w9o9
zKM3=C<AfRxpbw$k-@qL{btm;l(i}W$)-Vb{eLnpC`r~7W;IMPwLfd{^guERO32;B!
z{)woa9}i(+xBlV5(#!SfqxsP%6a9~eyPpqqza8p(73|vUuH9&_Mlb(#b{MCKzrKI^
z-P65~Pxs#+Zhtu3{QlY2cSoz=KVSWHwEo+h!@s_L@nUs-zHcbl-QVBZ<#+pS+DtUv
zeosX%JfCqycf(pL;L6Om*>WuwA2#F8<4`BNv)pPc&CaTHLIA7r+9a7)p2f)2%Sj4$
zJdc+o)>D)QKK?%&#d@34oUKu38fBR}sWZ!7Tv^c4Qqk2?+kuuJM}lHcSs=40$L8|5
zEQLkpqH?L(nNU({(`lt{FQaEr+tI13D%JG1XD_eX`nt2mM?Jm$!n&69)=o|k@kv9*
zno3b^Ew}4_UT>$Xp++*$qn@A4@;SuI%gW6a-)PWPQO>;IAX=F6AfC0XmJ*yZZmyM<
zXUolMip|E>Y8a_Wcd3w&;O|&cdRzu6E(3CVF`Z-g<<|A}<+ywjmPlvRd-7dwlhQyY
zDJUGH01kR;om`<s@G;oQSX){QE~D1#H0QeXxmob^WLPxh94n{TEvYY5*9BzFMap`=
zvZ=&ak|THMX#E}j!7g7#p}4kO+}Wh=Y1P7muA|P}*O>h$t@PjRrGMC-9r3AW&VB_W
z*)wMW@n0ZY^((aGr{Pia#d!k6Pk|+O>GHWN*DhSTf&{j&&SED2^{LBO&R-4z8y?Xy
zu%!JGZt&2ypCh>G7a)AQeBmMn;6U~((87U^ckKo;)kAMbU^yOgAtWL+;>MLw#K#?5
z)D!va_zRPH7}a0BbSvUE-0M=I<{_tIHmZV7h?*`-i(@23lhWfU3=*53!HSNIJA3*Z
ztmrXpzi=LDa908Aq1SQv2*Ew9=5Zyc`q&uY0CFw#ZrEMu+Y=#kkBv!;i%m~SqGhBp
zDQO%!MaX6yBfCV#m&<qx8BZnSsliH?@p0A4@rRCYkn@e0bjrCFIoBrV6UeR*SQSE>
zQshu!y)HYZ%qen+Fl}{?8RJ#8*QND&bh)`030u4sS@|vbCB21}&ABDznZWLXJoN0C
z!=nK4u$43Wyym=IbAGPH@3R)>*^2XRrTMn9d|P=Q2(8xA0&6jv^kQ>fr7ib<u79Sk
z?%`nX`>DZC^CLeljsLhj`NQJmH#5O^Q={)DgYTxt-%k#|8}EM`?0q}d_kMf;_iuu|
zZ$^7g9=->N2M6Aa^u0c=H=})ch$r8U4L%#|e>E}i2A%tG$E%^X7sKsGBOM3B9ovKV
zmj}C6NBY)B`-%Dk*)f4%9qyg)Z&@6?Ki}Uv-+O;;xO*emv)JFXG2XT}-@V;Fuv*r?
zTG6$3uYIZd{$h3KN?qSvRohHe<NoyMlgCS?#W`t732OA~7*pG*MU{e<URCe7Zg5sV
zv-$tC_nyIV-uao}j3fq;VvYcaoY6VwoO8}-bR*}Sb8K`Y6FCwTa}r6B5*0Y4MxzOy
z@z^uA*Iv)nI@~(cp3mXz-MuQ?SN7fWHaIh`E3ZCI%?CsO>Uz;=vRNts&-?s-PjIi_
z@-6P#;_G^(&n@iO7l>86X<*LKJ*60(*FrGA@xFKCegDSw(DH6*V!_rqW~geHd!l@!
zi>op56l$JG!V*eY0C%aHE79;IT7g(A5UP0s1y>+u1KA;>6L2{^4kq(_0Tu&H29HI@
zMo=b%{|LP>Op}TyViqenRHK+@kr3qp8U{sLoQo(|r?SMSqd8TmaVe283;E;%dVU@$
z8<YHeM9yLeFQyi9i*gycc}}g_qR<Mc6al?}OCnQHFqnFwF!PjxSFGfskJaq6o7{Gp
z&mb;^$5K*c(eX?=vq@>u2zVk&mW-b7(MdyY0gs#xgJ{Z;Q&}f3m!!hxTu_`<f<Y68
z^b(HLp|e5t&n%)birFQF+}r{Yonv9}oFtx$B8e~*WfYOEh*e1zcPRWpt+Uw_8g|r-
zxNCbn)$OIVLy^juS{`kPHa*;3{^3WrU*FvO>>3vCs~>L7JwO#NVTDWFS&8H3ZFzWT
zwy$fpr+sy_A7aa=+eu`HIsGo&?u7U4i~D=8?(HJB4w-ep))&Zy+gU_d4T|I-m?r{k
z2@@PKqQ?bn??|Y_QXZ3ebkJb={`28HQ8Nen|I4PipL2Os&H=cA@5$7fYeXa+kxGYH
z8;IxMobQ2sKf3-3;C^rC#f|k3H|8JBPCT9%el|XGd$RYz?9d0ZBljly?vC_4otb!j
zedD_y-2CG4%~y}EeTA+4M>k(S-1_qQ&ENR^*~7iP+2KTA!*FZWKx^YjfA>sPqzesD
zK6gX3w6o0L8gdg6k&$RyS)|qFsWcb^TD@0i@aptFo!)OWg*?`v-yRCuf+4HlYe3%w
z+9+%eSD7nV6Nt1_*7w8EiZrT#smd!28mK0#z-5+r9g3(!TW&K2ZB{QjqwCAsd+UdK
zTf19Zt6SQGJ$>HpURQlhg;j5BZZs$2zLrL{MMtVEWA5&nW@ZeDgl}ln(le;+9gvMr
zn3fj86T{Z-0kz4<>gm#tk0=w9nze;sSA%VNSvNMK9iMczG%D)Lg+1+>$%HMoW^Wo0
zEX+mAtpX`4OTf#Ki%AL*Lno6IT**i|d5)4($jB$r@`@x}uFvIeYHRaG!X~%F7xa|+
zZ634SEaRz|0xegp<nq;GA-qN!G!bhgUZ=t5GNMc?;MP@_o1>*l2yAL2`nrg|KB}rI
z6?RmJx+|q)9k#(XTSY+7(Wo2mw=YfmR%SfQ2}gWLH`pW}sMieC7=LB({WWj&Ym4j{
ziW5Dp@1k*ys7!|<4(H(FC}i-5P~h?w;%kl`KZN{OK>wk)zj2fZu{nfR_ajG>#jJ0C
z^Iep@prH*6A9A~+XkR5HcaX`WYZW;&K=!leE}cGe;rNNur%z!We(5Z(iF~;uShl}G
z_P5?Sc`PmUVqs1O71K~s5j*u#_ThJq<E@UobL_<7vuWqEsD(^K#4#!Cw9Dxb<G=IH
zAt3wFBWQ9*!7IY>&cM$OpvR}gJqJ-McL=+M_l_LDc;*5O?C7e=$;c?o&1F)_LM|Km
zBtkYz%;QP<BFtrBBUK1BDug&nj5r8XP>GEykx3;oD@9fSx=QF!36Y-!KzC}TZk^nt
zSNIIdfL;~ULkzDBS+%8heaNN_63A|dge?`7&Z;JVZCA8usJeZiqNUCi4d{G9Q#fn~
zrdNfm6(LI$n4Ub*17r`|fb~^n_8J^udf3qrFjbTqB6W_+!Lp{SO<lJK20l$p{$PFn
zdplRZyS@D7#^URh+0Pf_pUh2tHWz!jn0UQB_i7o>fP(|vCqD(U&riJoXP+Zb{__O_
z);|GfpPf87xW*x#oR2+UjAH`u$^678vm-BNhM&)lJe?c8KQnS8KD0N3W_AMB(cw<i
zxX&X)o(QDH#SXqokou9W*f3tUKZn<h-azTw^5kaM#CBuiX4mX?^YC(Q&wAtNYUA*B
z=jd8n_wA+mhxhl(!X`HNiZ38jYiZtqys_QVHKgyGP);oBH*SS??uCKuu~jV&z<p-J
zG`(u-m{N65sV1+QukHcXgX{YQtWRI{c8=&OTjjn=p~c71S`pj{nH+~F#E6q7mb0WP
zu0+ifYxp7!KZ)!-frQQHGkI*fki(H8v4+m17n5j3MI0(w%wZ};JdISKlk*)qzCp@V
z^Qjg&-;9|KLf}iX<@9_7J=din`;82{lC0qus0Af@DND&G2KR+oX+kQ5?r4TBVC1Ed
z(o@xZA)}xOMqm*O#&#;1NJvaY-z%F@%;9Ch>+CD7Gr4L^dYexpka04FtRkJvW>E!=
zGL2eDRtxg1Dq7eh(~21R7gMuNUCuwBS#l*WKQ;Tx`7|~~kc(Ap0awC;Ku=bZM$b#3
z=4LYTiv<OADH+-ovMQVDpz;E2mYr1ODP{$Q1{vY*l!w&1YO@(b<A!kcxT`v0EFE-(
zo95@@-+g}nCx~6Wwf*Vd)sJ=;o^H=Q+L*nwLQHA4<Ky%FeetgLL|5y|NZ*b5$;W7Y
zeIHi$^>5uKLTF##-y`B@li*G;_q#jDuOn#t<{Xe6d2~ppC(iQp!F6&4pKOmsHGFb1
zj~zY09kw`vyx$=X0q)7=JIdyggZgA&`~!H~lPB3w1AND)z<R{b5;XrFru5gp^8{MB
z8?PT;gQWk%wYi6hv3s~18Sg`v!PAAQyW{<LMtbgy_uiQ9L#@o~53hai`TlP_+yBAy
z+duf^$yc8sPX2aN?V!z4?{;;Sl}$z?@w(c@rl#dkcr;i#gsd%>ufySOwKy8xu2!G7
z)#<21goVpp>GM~jz|HRP*=+8x+2vHh<ZkmiJa(7Q>JNvSy6T5#5a4cY8nl(Rdv(>N
z++diBj&!@8Y%mKP>;e%vQ(TfGFU%Jdm+(u91X_{Hp$ht~L7&?N6J0b^+S<@k8|`!&
z+?8dP>Zl!Rb1^5+Y0pZ`D#zpWrBzRRyS1m+Iu)~yjT*XJ4TGKL*#(c=LuqJa$6~U{
z5&d|-Z*My~J>lu<l()6(h6i1vgO1*A{lKVgX1&T4X0|n(%dAMhFQk{C=rGr&liPKw
z+_Xzsm(HVALBc_j;uR*fFrZc;uE*fjd+RV^tga3FOeUq=tZ-YP{*dt~Otna?m&;Vi
zttV_LR)^lA*SKuzvQm9{nXanb*ih@NDz}7#aNDt(DtP_PvWZ?(Y{)UtX=tt%wNwko
zdh|<^o}ESi>Xdc5OFP|a>IwWuQq9**<3Z2C)|0S~@YiqP5Xhc9hu$J^oLH<M{w8MU
zcn$Gl$k~Cl#}Fxh7}Ol|d7RUyPN2*M<8PF}9(o58`@`7Y!}~_mvz$GD9!)RsnW4M|
z%sS-?u?D}G3L1a>y^}y^Xzrn;LwWm&W9jEl=UzCQot_4Ld*0d8=kd>Z`>k)_cH;Qq
z6PHe>=B5`wqm-Kgx|4e5<QX9Np?5Gdz&haYyYSQFh5}=Q!!Wj=K)4RPdWYUVbd2bU
zLv1T!=u*>D(sDDi$VEknCE>AH0yam);YoNxDYR5XAQ^$|YB2_xW{BajVJG(N0;61D
zQh=}n*~Jc(_zkkFaUpSPByO$LtC#zY%Aiphvgv{jL%^=}JGDWdAyQ_os&dvgc<Wn(
zjV-~(YE071VV5@GF@%FwaCU6lt3c9ALDjA3F-;!$N^Mxd1KF#8erf~8NYoVV2{o^E
zj6R;6eK|Y#<=pi5<|kjRF1=Ws|6pqT?r{ITp}r>*!=KJfy;?|ou{iVk>decf_#0$T
z;`;%z1MWXtm_C5=|KH;aVEx?GM-b61#6b2xogMvTZVU_er^pzY8-G7Ba&7jY`DJ1!
zK8}N#{DFrZ9dI`>Rz+$JGUR6oSl^$IzrO%-H;+HE(KWr@GQZzBx85)^=4)7}8W{H0
z#jBd<8yklkDytwGva>YC+;F*6rXqR$n#NXFbGNR2P&PVe*t#9rycJ5U8zz@k@pT}(
zetK0qwW4bpmGs8d@pb#kzJKj{aCtX4zaAWpJ8L`S&M?p5W@)S}rGbO-yI98N3TQkb
z73FSHB?rl#5)B`;9n*NJMucfRn~ffr0ydd~i6Xm*OwB1^7L^DY3>lB3LT<bS)(C-B
z!Lcg1N)F(gq2|$LPz7+v76nHuqWFwlpOK^DB11j}9dK^5%xRRt4V0617BeOZtw74i
z<&~tf3(}=@YR<(AI(UM3BnF9usS%Z&h3I$=!sz7L=o+#`h76?(3PX)Tz~nKq$oXk1
zp~-_>Vx!ZbWXt#&BGwg?ildVVxWx=wHieNxDM`;yIeGrXq4%;<3aE5dK^~W!%Oqux
z3R8-TGFfD@mcsRCGyLR2dr^@!ztGOiHLEhUqI6wOzB-f1V1YlW!WMOfTU!-&b$CMK
z(!i9le#KNa+}t#Fe{1ijFCTyJ!yBL7T6^*S@{9ee&o&p}u(&fF+Z`E6bazd4w8T3P
zkR8+b1-RipySeuA_Bu#9*g9bSU?6{h>`1QrXnzIB4mI5YTR(`L#iyvALBjlPsM?Y_
zb#Dq}_g4v79rEsOZxbh3Ba8Jtf$8`5fbt;nMEBg?H+k{|lqU~F^~AZ4l)RlU&?^UO
z|MccpAKoIWVIJ&ZAn;^$=1zR%VQl1SV&Z;m`1*M7`|-h>i=$gJeK%IeKfbsAz31<L
zfsne}?|=2ttNZ&Om-_kzqDrBnNoncRScbIPL6dnj99ay8XWW5tle5p{={0zJl$I8q
zuElI=x7#~|q5h_p>Au1Fo`G0HYj;I;V`H${q4elwc8$`d(P1-FTU9$=SDSFyy5!0T
zB~va-RRjtho+6ux<v^OHO6{Xl6_g@1rPxqH(iD>wxriIg5M`aE=BHAM^T?D!9*1Ov
z57HnDh?znJ&vGejHi>Q4u{%2Dy}kCDM$*-FUssQzt4p)G>f7G*H&k*QI&yobVsHcv
zapL&}&DgNDrPg-)u0JtVH8tUkmW%KQ7Z=N?V!q~fV^gOeZFQx7Rbx~i^=QPblH#n(
zavn`BW;01S0#>ozBvas9JTDaz6a|YOKy0l;<q4V^nxaiD)%K7JtjO(g>r`r$P-2p+
z^%AL4B!r%x$)m{)Xn{9abW*E<=d|+t9$6@$^LSKVzuM)MHdf2p>!n>yilHvkaJQu{
zBB&3G%3Z9ssB(V9zKpK<A<On?X`ff}HB|an_N8B2&W<H}a`q1E_yJo7j=zQZJOTG`
zl;IG_{uUvbJ50P1Oc*Khu(TgJ`qt5R-#&Ky@X1rhkx7%10<GFvSlXeJhu$8VbTqsY
zbp70UqM|J&4Ugw9UcPW8;~3=g2!X$J8S{ON2{2SocD&;8IAZDFdh1<G_u*m3tR8$G
zjy!x7w;1moJ(Y4kEi)|}NqCpQ`cDwZ{tmv5ZTmOhL7olH(YKEvxaQJXWYb*43r@dx
z3U8B}k%JKV;=ID*ydqi&nZsc6*&G3zD`X4AT#<weiL_kCSIYV7<Q(3h5*bm#F5zjV
zJiU}}knxS+YFMnRL=FHtz+EYFC<Hbc-zw*W$UAjXuUQqcYs;L5Am&U?o!_ks`3=#q
zxiVs@idZTm=5jwWq_rWxrLxps<F{1!&E=)`s;H|b;sA38vR4oXZ2b*k$3VXN;6!cZ
zHLmK;aNAVf;Bwp8X4~*iThFcT{->j(x5lS8dWUE0TVfT}^R@NYdU~ErVs#$-czOZ^
z93T#oPE6W=j_d$;Tw|GzIs7kp`WyaEjO8aj!daO5cy{9Bnb8+GbK@T^OgvtgyfZhx
zPZYL}Z^y^BrboA8qg&Hs_>@?<Cx`Rz&yL-KYHkjopZroBpg(haX=!6*bhT}Aqj`3t
zIksFgG+o-h*EKibt+@)qJ~KYr5wtqV6*UT@mEv^6j7B%xMBY+yb+c@A201gv^&4eN
zd!Dfc<-}Fx+_rIU$27H~8e38|jBp1R)eC!$wfCWl_bqICV@sayQB$NrWN@*RW|qpt
zRT%{etq?wWftVqb(4|VWZt(Gp45imvp&Z+Gtym)C@i=rEsgPA%A|f$Zxy6j!B3=na
z2(JVUWt5OBF^~ptmkBL0p@K={78NoJ@=?sH6hOWXww*1a=NlwUDXW-Kn9if*>ttLs
z#FgZx=cQlDIQL$D$_Zxvc@g!Bl%9>Oxt#OoRD2c&`?R7wN>MJ0lE-IK0MtgCR%-HU
z0u%a*J+Y;qMi+D0h-JKFkgEx`l~xPgotT%$qh$*jB@#9gZjtq+gsO^N%s|T1`D5oV
z98VGOt)wDeCWIuXk6*cPwz!DNlSifY8G&O*qK=7-V^YVsPS>fX_=;2HS17g;9sXyH
zo2=6&^N7JZ;)yKkyt5+xnAI_D*R(l={+{x>XLr}W_u1XAKEC-W9N&9OFE*B5EG<5r
zOzd|LPIt6VwYSW4w_(qIb0G#~|7ahbGNA2ipWWJk0UR@VKs*jEz}bQ9$gd-U>5`ls
z;C^rpm^-eqa|gKJyE=szU^0(Z_mAJS#}b-(g1;l+4wHGpBA3MagIzp6{kc(&fb#o0
z!1On;esAaX%`M_);L-KhkB}07jW`eXKDoILC+4H6frsP0j}pUoXGX5a2JSD#pRFzJ
z4-VcL9(}sCac5^|X=-J(XWj1_WwYwI!ZxP3shCqy!i+MQRWw?J!>JHS>Sf9%rJ=*%
z9=4TE+e_mv-?S$<<MK~?L-C5*tIeGoZ9QvEo%8i=iMA$8IOfVDy>4e6x+ENmu!Z4p
zl{idkI(xQOpDy#UTovYeyQx}@^s3S}fhx#i**Humjb_g;G2|8N3X8PV0&VU^c40cF
zD2JVu!b>?N%)Ce~%E)6C7nWq@qIMWlrqWXW;#%p*XhXoSot_DA?N*Kqn<mFhH{UN^
zT{3yC1#($N@1SU9-MhXO7#_6OSL<dLrR(d}Q&SGVpIu%lYVT4tcc`LOYMV_h<nde<
zRTIQLP8pwqE`w9F0`wVWAQ)FAWh<mCCJox^+>G?%OPA6l0)DyA;j^f%W`!$g3t{3I
zaMKwj;OTw~+HI5y2206d!%K`iZJv~_5ksBKF{x-a9o!-avLh>{RH*PG<@mj+@Ytwc
z8?`DVtO<+54sLgiz0@p-T4mjh>Y*<AWT$>(INWUF{>tF{Yu@PB7TJM_7^(xx31WWu
zn?!T#dq=QF$8P-ycrW(Z?_!yK<Petb@Q%NoB=z6;1_t=R^mmUDD|n>Q0@JbHCM@d7
zNIHN!u5r-ng3>lHckp(UtX{a3aw#JV$bRZP2ILnpM<;G3k{_Vw#9agi`w;6x!}pDE
zA_50{`=qIk7#<*z4!QLg&Rm2L{#`WDL7q?CaU24g<5N81X5{$cW5D#B^z6LM+>F$W
z%+&P!%-r1cY`{8?!4Y$@Q{^QuL<+QbvSD+RCaF5HQpXBNA<!!jg-D<|0q8QmNyaxr
zDF@CDWLFC91g48!3Xw}8bSg2K7rAs&w^bEz>C1dbWj2RBrhwZJ1hRXzk$}EDXs8J4
zqke4ORRN1O9I(|yJ&hrIwci{Gm?I%8Htgj=VjvG>e*^0P^r*9@+yyIKU8TFO+FIJ`
zuN|uF9<Lo3h;+5OY8owN-M;F{>W-1>j-Il{c5g+yyR1J{F<aNN+tYt*aQM#f@Q1N+
zU^fsP2iT2+mHJ1}%gtchPCWUG=MRvbfc3=0^ThbG*@<WI(T`$SvO^d@`gmsa&dkWQ
z>ETVB*vRG-ae(ZY$6~z>LETOwd8UT0#fNv}!y7T2k?ra6+gFz!t!!)$O)NGHZM7$E
z_Ae~e^bb0#A53j-_f5rH8t$)8KKo!~X2sUlW0J_}cBdJY7<wx`S|@4lRd)<)M&?bc
zH^Otfu8}3x#HxC3*F3vx!o}FKs&Sk#wxM3R<J!3EUB2c@tlEa+rkW19JHpi2IT{PJ
za}vE(rZq_k8N8e$k+bD$p3W#iJ+@3E5XjklIa{pcBdG@78;O7;W->*^G)`U#JFkRW
zNJd^<QF>;6dOBL!IV3W_h)m1Or)3pppTClJ`f~o297=u(qUz3{JehvxtdLGu@_EGH
zz+g()9A*g#9SJ2lIgq$3d1Q;68Zz?(2EL3|z%Ix`=^H#lq})_A#R#b-d{TytLyH7@
z&GtdLb5IeQ)0eH={G&F9)1-l+SS1&8GO{jaW?!U{ifH*HdQl;*fC6nNzE_n(4b(~k
zI-gm@PC1cD&XX`pM1}ZQU%CL9DE_?#Tn9zl&GoHtTuU_na*=;F*VtDesA6#4sOHd9
zBf;!wL%O;mi)JjMiCOsnpoZYH-W6>sE3K*b&Br@`^!Ub4KE8|9`RBLSUf$XKcyIN|
z%HsV*VrOV%vaNNpy?M5$V`E|nvzkZfd)-BD{L+i-S3kLd$QS&Pt%FA(J7_yTg^uo{
zy{lNJA4ug7tZ?Az0C$496FD|Snhi0cN2~i9LTHgwM;PLMv33W<<NDy>I=O-;3gZx7
z_XgGv2z&Ao&%C}x%<!SEe~DX*yW41lfq4xr?VsG<e6~CNcx~kAA_R4#AM_1A>z#bs
z5nFOKP8+MbBi*IZKDDlq&Zx{QD3{7d+`g-7V;@^wPUrX-bT@@;&(2U#imhT{M6GR+
zX*$H3E~R-y?HDurW^}H&SU19!^)e-0Y<ZVhH>h(>S_94AinefVM@4;0U+=(bY$jgU
z;>@E)i#YyVUV|}IU(@ESZ_`z`TB~}ZwUbU;mqJj^=lGaxH;v<E@Ix$4fKsSWJ3~eE
z5sRkdGF@DnOUU6yOBH2aL>00edPQfuWqjH&5>vPLBl3-GHZiATr885}u4Zdbt7?74
z`q?K<O|`DobsuPZB+3kzv71{}qm!EJcLUvh5}$|a56~*>IMEue&B20zm`i5CsOE+I
z!^U?S7{FhhjLe~C&`UBja)_WHEX^sQ3aBDCdWkbq3Y1cX!>B{Kp^!;2o3-V&Wlo!l
zUX;zu%VuU}NlHjcEI{c9hRWe`i-ed;a4A}0krVB)Cbk1fO=_OkCO7I>4K+|H3AFM|
zy)2`pQgwZ$YhkR)r6o5<be%1_stQ(hh}~JHGLcfh25^66U;4F0_9U7gAUnZ(v2X{n
z<Gg$9(2>JLxE$hW-a|qA$zw;~!%iDhc1+HZ=ziqn31IhO$m36+CF0<bQ%6*~V>ONx
z_cQMSy|H%3tR1WH_l`s424UUFvu7`$Vhw7#3z){Azlc>kCh-Jk2RFxP0B}z9!V~yT
zFma+~?!9k*1N|^a!8rkxCuI19kRRec;=pi!2#-l{$0PB~HxGfTXQX1Ko}Gz)cmmmT
z3bOM^`Nb>>a+7$7qv138c!aM6D^u`vC9znCM*}iBaC5zkt4AM~gm1!uQR&|th^MR)
zlo0Z4Qh`G$CJav|WzeP$xwK_&h~f1(L6;7rc)wlgx5@l=MbN8-jxHKBl=+S2n5;T<
zWo~^aXogs>JZLV14=x0f?yL=4F_y0?vk?>cB&^pUnx@iITji;3bVb{JHJzcR_CQmk
zyS~<5Rb#Jc@KiVZYisS1dPk(qTiI7yGgeVQQ{S@I-ueFE(1VG|XK@17KZdVuX7WHU
zcYy3~!2REF_JbP$yb@n}K0Wp<KK5*S<fGWo^Z4+S`0(A>;I)bVwTb@ai2<<n16T)J
z2UXvni-EHrAUjlZ*Jj5Ec|36@u!Vncb?L*^&1?PRTkXR)2NT;JBZJP!ded;1Ju=(U
z`RVPg4{pTPH_GNVOpzJ{s$4Q#bfx8{+BQu~zp9~ETH7s}ShlR(2rXUr#5ax5#>cnx
z(;K=;Oyk!Kt<%iuJ^kiG@8(_K!j5Bf*4Wfbz`Dj>thRErHnH9&)mbDegGh#Q3Mn`{
zQzGN2v_h3$gj`vHjK!C-#4_X;aD+T2pF!o6kXU)eoI<jY%9O%OgihC-g5r!EYF;4(
zLMg}2op}3b#+fTQ7jyDbQ1nJ+7Bk8DWO@m`2wkoeq`)y4MO6G6l&}%`&MM5vFUcxY
z@VQcUiJF(^)=<4#mV#bj5(`xVxPReF&XIAL4yDp0BI$Xwa(lniI;ygF$b6&9(1y~p
zpwOZBqu8OR6&I%D7G<dP8k^b2C=!ti3YjEG0<>nm7yZH#u3RHAD0zmGbS@=}FQFUR
zMM?}0(k@a@pUFFNBK4hPXJA%=UF0l&`i`Ta`SRhTsra!yd*~?r<S|R`iDq5aTC4u<
zV8wc4^ugTBU;pu+{=?t=-Cz9vAO87wfB5ImKmC(ixBlzn2j9Q8_T}x(FCXuJcxU70
z&f?ZeVj(s>(b^1TpYQ9$w*)vldf1_#f4qrSxLF`L82T@fJ-K#&b#Dhi4-*`yHwZWi
z-_iVj0Pa9@T;Lq++zBpEINxJPxW#MG90$!j*6zPN!1@~-n9pM%kDWWz^28y6Yks+5
z$3ULI`rA8S5{<FRy}<oltlD8w2eK1_x~E&;db0BpSvv9fep7F|#;Yn88g*V@b-OJx
zA~E)J<-Kx!T&A98@p^Tp5m#W;<Y*Gf{2Z=JAaGMk)Le$yVyHD6n>f61ZjmdG5+L!*
zg}M%fWmIL2tF7}mO7pDJoX|RE4X$pPu`1Fyvbb}1`_{dQczj}fcxQF7wW>^?Pu5Xb
zHjB+x8c|vOB$8aKC^I?R#LgClxmuwv<BG!!L6{>5(I}>jiwsJUg26D8sU|Mh6bRV*
z`vK`CVj9#PmqUT##GEm);M~4Z*)ynVZdO%9VSdcD8S-peUTws*wB*FEnC0bAEa7Wx
zHg*q~rx#qcO{$e0Q~#)>rh?VdES+5njmN!SFSFF8L<s^KixBYPccG<4VmC6)8oEMM
zQk;8<OCynT^R8S-&COv6)fFmFLlH}raW;p8L=v%BrGbh=Xp{*<E@K4NeW!y}Se$k4
zQr_iMMnRs4MPgC&DI^+{PC7ZWI-scw=nQ-^@|IEE9`PEx+pMuMe^;|U=%9q%G+6M~
z<|2u4dus!?9lHj&V*4CdhokK-`L7JVzvhj8ZIK<M8R&|Gb#`*+{x-lJ5RWlAI$H_$
zjX-uFd-A-8Zj}>=g$3XPv<Z|2XFhs@NUedc9ftA?=gwZZaQ6JAvj~X?z9*At5N<<w
z+fO2L_7u$K7tf!$2p!#V$l|cPC#C=ZbOPLuA>0;Kv4mnC>-D#R<LI0L)FTLoc&m4?
z(|`B)F;vkU1&9OFaiHbL(g53j?EH`6>u(={W*<HA*;g__)eE!p(7`Tba*<@rr*j2#
zRC7uce7S@TvV-62YB^u06hQrMRKQ8hGe|gEF-s$2p_9`f;sM+(Qn=gDP$ag?L^i3=
z0-%S@O(Aw8NEW+wt2*q^hMk(QLmdPwcc}dijo(RJhpe)oO&;)QN`r<-$W#_IM}6jU
zC)A*7Z>gy?YLAxLq9E)T&X>6w!q%EFU_FWKNzPskD_j!Xs~bEuZGiPqbEB)K+EUhF
zkMx(-Cz`vKy7~soYKFtriMp26_MY9|eqj3D(cvf46EEhmVUK?@JN@wt@Ey{)H`gC0
zK-CGc+`m1b@C4}p9N9mNjXaNyyof_SH}>Jo=-t@R?!@5w<j`6ij<#`t`}Xu0fE&AY
zEZHHbI~d4=yl>5nZq5vE&Jt&1vj4{P<fFvgW^>m@bLX|5{<WsI$zWuuuD#tJ`0fV}
z|N75<`sJ59i>r~YVU5<3C6uRi^t*aS95wBd>JDLZzp8Ug8{4qV?mA|6Y>6Fne8&{u
zGR8KHlk0}5byL@zXlCEKddIi8=Ng+gwGAjkRXnYYA~R5wCbr7VQ$ZE4=Soy8k&Gcg
zDW-%emU3i>X;bl}N}gEBgP$EqH39*XiS<l=4mlTrAS4b6)Rn8`q3}W=ps~0mG_1tA
zB_JsISr^iZ(}D6dT0Wgo$Y7ILd^#}#D$dOV+9Gg1KO?&^E02_0g#Ok1v|LIqNhK62
zxP)fjr(<~3bU7_w%j0SUV!2Sn<FK>}RoLMUn$#YZz@;`>O(DIjMdgo){hNIEyv*b=
zs>wzvoz0+$mH3W9zG#F+h8jd<P+6=7e`%o3V)V&HI*rJz7rDd~Q$Y&3IGvq-mU`tZ
zBR`eTE|54RhANXWsuqMQef|Bz?Uh|f)*;gvQxlqd@xqVB^M3n-;vfIC=4b!=qrdv`
z2mg6)>NncE|M^G1`7a+n|LcaXzm>Rtz&GtxRR782M}Pk6lOI05@%g>YXSdfM-(1^Y
zO-%Q<Pqwy9ceX7J_UufL-9lU;+FDo83Kx5{KK=1^q7n|0IV8*{i{Z8pq;we36Ds$6
zd*IsO-H^e9l|v^FlKzIOLs>^$6H&A{NpPRR0RQ<e(ftbY4scHr_N2J(py&NQlyb>Z
zSM<96eASMHdvevj3t0d14j%V#1Av7)GVP)3BhI7!?>u|-@y#2nBV+BsXjtd4%gt_E
zC{oj*aYq@_TDqWzBOT$&#@XUwj-*#(8}?RA1Z##2o+iF5B9Mf5JO`DmvYIO_mTILo
zD$`YowUs2MgT@I`*=0;#tyI~qGmq*mBT8MjRMo;0RSLvWt)bRpuQl7tEzYp7th%<X
zdvGcq>*%jCx@~-wm9N&*WWrpYRpI4Jte0}>g=CRL=Fyny&F)@<t&K`GoI8_GCMzV$
zQjszsQQGYezt=7I+eH%e86m0IT+-jG8|Zh&65-nq>K2zAn;XGvdu9Fjw`iCSqoTdd
zQeS1PsRll3`iBDjV~*jtF)`oN-mB>w6~`wam^VzuonzDPzFyPPWR#tKf|7Zel3&DS
zl<--(LUz7Y&+|J~3LzEIh@>1886z}2CqI`Bmnl#0pyn{C=_Cf5C$k#tPAgGvtJirQ
zPM<pfdA||PP7SiVHA<mW0F{T@!+}{vz;RhMev20E!&zs}@<?Q>TIDcuI~$x$<yJMf
zkdbpn!_O>rQ~SCVbMuzb34MQ`ZehZAbFO}^<3C()U#FmZBbiH@-N4@g>tO4MhzH^m
z6LNs-yN3@S$1MEFq2otDor&mJw8R{K8=7?}<S`0=`{-Lpx*>#XCjj5a(Cd2k;+e~7
z7f+nR(j4yiw}I^N!J&%v9P;cApSXDP!s%nDp~p{ha01!!P6&u6f^Xgi*1wYstVLct
zZZ1H@leO*N#61SU8=Wr@<`c9XtAI1dPn|t}3XkVcolU{o{_MqbC(qzI<MNf_+(KFj
zg-xOJX-p(^0@=Z*AT<#&1R`)amPE=?h}jw`M@M+oLDD%o0J?yo;?op78X7eXLM{lq
zRUtubD{^UkTBTR3L_WM5<u7_wsZmvGR)=lCbWLdz$^%Yiz^U@PG^IX6x!+Lf(U!Y4
zWj=i*Xe<jFO9MEjGN|9n?I?37E4P+KZSc4uV!Fz2sR~<b%WOE%!(+XUC3_`K)R{c+
zySZws9Mv$h_k`+}T6^zIOxzhC+-$4e>S({#+jnPp<Z*2B#eCvhOLMQ6XI?GEUM|4H
z9{+4U0dRjY0~tK=_;F$iK>x`c1oPOxzXA6HSSJX3V*G%!Kb;!-C^qux%s4FYAJ0!c
zoEg6k8~fbU?$QiE9D8;kJ8&F?9pHYjWXJXH+~nrW*!t}7*22i{BF6Rox2DIQ&dgkE
z?cQr|zcti*bD(Fvsc9-)vDnh}=YQ~%|N9^Q@X7O7v_^tvx6(>Z_o!@qQ9qQ>)pv^{
zjXccN`(l>Fj%{>VGjdfmxvop>m}YjZi5)B8er(y$zoeeI?w;TGjxSl-hLq8Ip~b_J
zYH11sUtwe`j4Zi<Db+AUO1fA^mndL)<D-oo6>kbPAEEI;cCmsB`5X$jSn#SB=d;Kp
zA)Cu%usBo(heGF47(6l#69rZRDvJ-VJBfm%&8$o5X(&TDbs_!y<@}7ytke`51RVL<
zd0FWN*_q_R0(uEvS5%apPl6$+sF+ops}&RnjclKWp`;gzNMwUdW!4(i8jI27@Y-BH
zgB99$z2b_=#xwhy6rOpObCv0yQaJ;91>LDqxou$!7O?J!&4Hvkp9^DptIurkTg|0r
zAiLNgVyZPfmxAGhxi~vD|Ma^T&mOy+aVmp(sj!lxpVozXDDtZU%`;8;K0oZskg=$O
z_+sGNFnPa@eS4Pj;f~|;-QH&l{hL))qiV<hcK`F|eKWI$;Dp3BVe+hWwEp(9hrj#s
z=?|XYLWt{Y4A^&;pUg~dbhgJj+Glz?S4IY|%^<-heh(>g%gC{re6TtN4LnxrsFlHi
z$sOb!gdGEU0_Br(IB<4gG?+MK@C3Ny&jQMmJRJ~^3ykOwieCZrSi2*99%Fd|+>=o@
zVCx5(`J~$&Yj;@faL+&t<cTHwg9A++p^g8}gMEUt-`V}ny=!0H-~Tcxz5DXv{trI9
z{dj&SRySDbs<0b8Cbd1N@lN|Y_Uzp&%&?DI#}f_<WfN@S5LY(LSNHR@Z5n^Kt8Um@
zJ}fnL%k(W)R|kh{@%ZYj&T@;V(o@l9_Sdml7B1Vtq&Zo1uT)sBRn=-#6%vt$$2D^W
z7Lm{_=4g0i0lSbPpmKClmB;C=sHke|9T@Bx?Fu!N^UVR0tU_Q42=q?2Qkq(ve<3$B
zn?+_?#p)Whv4O!drd=Vi1xAITLS_spO<uje9{s&KIgOoPNJ`1#7G+vB)QYgCxka~h
zHMF>BU0Do{5BNKqZLQ6k>RMiDgfq}*>g_i54VoKT^^INHkr{j6aGA$ztZSogtvZJK
zq{HLpg_US*!oD|O8c^pHT{=;aR#=={R8o*dBjt*DWK_T;1D5ls`Bw_ATu8roCiBW=
z0Tso^JUW(6LM4+cm57yEqd{vi8Pz78&aTkAgVkMCZR2>fI-@2XQkJb`RhhsVk(nJv
zn@uVbrJlKT>hOu2OZX|vq~_$ynLIIxS8}l+=VTf^Guv$v)KyDI$Bol*%WTZH5%<0y
zE8Xt;kEEKfMfQU=Hz7fP3ybxmM*-`Qt0#5x2jOx=FAP@T1mr?g2dsbl?Y9us4wNM(
z^N`u$t^h$d?;ggI9n*M-)K8o~h6Cr>VFLZ}%A?7em}AJBMa%2iQx|X-081J%6#(`V
zQ+V7+;4SeNBm9og&K<mcGSeOp1gXb6L2(ZW{lTk`9l@={adg*QIDH-+a+#@DveF=c
zzm%SGIX^3lQe4cU(zrA>m&(K8(_uOi2^b<SmCvQ%Q=yP4;n8FQhFru_5pl9CHGWCr
zh*??*#~?;3n9!m`imb|ms3e2F)SxRhXd!0`nY3ZEw#=d_17WwR!%l6)W2o>LE8T_)
zw=Uw<NBo8gzrMn&jbaq<N9Hj&yD{R|hrRkR1ag%~r*T$BYy@X7MY^o590U1sS0gxk
z)K*dNt!WL`w+8AP-8D7#sw!J$g}t)e5~;D4bq8t|n!E3eO+8N}J{TRm-qrvy{EL}s
zAo$CL#H*#5Z?DXKXLat2tMPBmPa=-yGcfl#$l!tOF+%q~Gxc-M4(a>BA@Ds3?gX+w
zkB?#w|73dbMSK*oHXqGRJ(!!gJ~zHI3n(AkCko?cx1gGvkHOWBf&2k&-vXDP9p7J!
zZ^lP9;sbm0Bm47XyKufwj67PJznhr4lZf44oP4$udv$;P<D1vM|H-HS^Y8xrdtW?g
zt#fEqg~2k;;FRI&HD_W|KeC{2?3b0*^D3G|z2im{wvI1q#~0PHHQmgXX?Dkw*gimZ
z<M^g7am_KY>S!I-hH8WsFI#N@gFt-0VafGum4UA^@zp47HL+zHx=2nFOIZ>*7d%~|
z<0*AKi0EV*AUhY+c)p0mhw6e!hcKQ?gNL0%E-Yb?k=$8AD<EU3P0J-Q3ov76^0^!~
zgOQn%iu6JRBx0a-^qoV9JG^lIERtVK3UYHY((|*j0qa~E9i}-_UM{_;08JTOTE2o;
zXjM>b3W|zdXpr!|HoMQ|bJ(LqMVQs+b%e_T5sOW0cKa>CKCORR>`n;WF`2VNZm2L>
z+uXixAiLh`aX2HT!B*6ZIh|31KA=&1^;(}oY~|B6QYHwGTSVt)Ud%dk9N+)>*=hNy
zCoi#5^OaY~g7>l<CoY$r$nu^n;GZnYN~K7YVl9uPqYAYWZcrm>G@IK!rQM;1{z&I%
z`ycJbw#PbS-5nDHodZ{gdp~`D`?o)S@LM0<{mqZ=d<m|-wftl{w%yq=+ugQ2)V&iM
zxiLR=X9+}m8nhkz@rSEu3LyGk34Fh{g6Md{pMHxdRUr;EbqD+RgLV1)>z{zRZ_Gag
zTVI;Kzet>W#KF!T5RY#6>AP2_AFj<j+gW_Ezw-IbjaPSw1lpIkag%_+dBP2cCn2H7
z^8okPnEWTt7x#A1HS^`Y{nxh<g-3usVS>AV?W+eje){6s%l&J;*l`)kY#KOKQA^^h
zR(tL$Dt}6;_#;yFw4h(BoKY%fC9*lOa-OFcCkYy8im2F8ft)`w&7n|7JiZ2@KwTcG
zaX9@pUpUmzZY!%53G^(6Ss(~#jWs5Flg`v6Q`QJYAuiV}<ZG33gjh;>G#;mfEu=9}
z*{2Z+EpmGxP}$zuH#R&z(ArsJ4|q6g<rRwN3R#g-NQ1{A9g86Wt4IzJFO4M3%%re+
zM!l)l=&0A(D-F6@8cmAtVM=CxURIV+LGt)$0c&0`MCs|)&BUA&BhIFJU3<GBHe(%+
z$y!@jRb}+iA;b8Dt)tV>)vceLw6-;wxGb{6pLc!RGd6%m7{l~p`Rvue)dg2ul}J#M
z!XT<RuH<E3E-6eS7pDq2NH~<}<P07)uOuraJLPOv$~j6}MoDHt9-YI$kDn?aQq>8e
zOtAHd98sw+D)UAC4MSD!@$$y8P)%>3y3buPsCKofT%8J6y|bdu8x9KCg3HI#)85TI
z_x8!mvzd993e!*LTsoS5@#vMbQ>iKer@lfr+;5GKn70zX+Y6EHKKpv3;cJHEzp^j=
z+D_w>z)mc<0oe!oH-PQIlLVP26l_GwJAuE+4_p9%LC+zBKY(RCoxCf6e+?<{hp=ad
z8}9HCi1CO(8z|?2^|%MXdH2|{_s(8I#?7I_N0W2+r0$)d=1E=t!5jShk9c<?&IZgL
z7fGPUtp+0U-h+b<m8|&fnwN!dzqEqfbfV*fQo^KCSrj&lEM((8nIb?HGI6K^94_%F
z<j`PYmI~0Y&4SVy-GlHhW8rSo$y{1FB4m;2<ue$A24kt-P^#00w5a4#Awo7}(UjV>
zWp+)O{Q%ib$davg7%N?Hhv*_MWYDQgU8;~<UFy@61@+~n#>#-9!fS{I%$23KYQo75
zK(_+fqY-BX2Jay3QEO$Rr>Z~NI9k~}6t3^~RJA*+J3S5UzRGq_v_DvtsA<{i?7P`F
ze6N4#@zChUlT$C};;)xxzPLL3YBBLS#PA4@T}<HM;y^X`i${=jfcwER9rz9wPn<XS
z4*fikee5|TbMc|4iNQ~1kT*N|L1N<C%-Gu8=-Mne_~5nCzU!;A8?)m#(d51m$7CKs
zvhOb@wr0k*p`2fs-ku)bj`dvwxK9u7#U^*Ar*1FL-B^j;TAkio>VI%+>`(sa+kgM}
zfAv59;UE6!XFut0jhIFBs*reg*|xmvTDoSN-ZTx&>g#)@70tp17;`2qQ;U|^k~zL&
zoLM){Y#Oj?A79Z8FK7nlR1=%(u{C|yl&-8%V)U>T1_nHCY7<YTXDf{YtyQG6@Dv(M
z;IVOm`GGH#fzdN$I+je!m1=n+CA^MIo{%LFa77%r;#gcN!s97fX_?ewN=a@BDYv93
zqX37NOW}}NbQ+C9A|njp43XDx^u2fAJ$>pl%G(P{ifE(~N>Nc>Mpk}i9=({#qcZ75
zMb!KpE~QW{<!I$BxsW917b*pXVpg8hC`Y+h!0irr(CJ<0az%sTx=3}uD>P#AOqc_c
z=F$;;U`XkSNnA@p$C|_$Q#+bWj#7s+=yoI1tkLSKb+~Iy=7?SwGHB2(=#p?u5`@r;
zU23+xFqNEniAqMBD?^r<N6ySGNK4Di%__>uB=VUG@+hPtF11)pE0MG41~N&@;o6nT
zfXh-@7wQ;po|qe2x;njnHL)>2zBJuCJ<!lG(%kT5WBCt0ee#oMw|?++|JD8NkM>sX
z%}#Ij^<3?1-Ja;bH8%n9y+<H>9LaKzR%ai<Fus~V3k+m(h?RQ-?nsVJirZh_-Nqr*
z@&IM<_nTXvUtfQ*bM^V={Nt6`M~jIEi}Cx(bMI>6-ZD~c<F}WHfxwf^+2?x*!&!ZK
z3syKl`T9#3=fT$RY#n6M9t7GXmGe6X`E_{w;`X)IclMBs_pSSzuODu~%l6fSTfh79
zi|v7NFRIfJBxR}f7|_iWL`vi^MYEr!yGQo63){8QF}Y|`Dwz{X=9q#BDzB5ot)vP|
z3rjRvmnd9@OfJ(3xcsWJ3YXolw*;+aEtaxQi@A|2@N=XAy|2kp*<&v4R@*z|`c}TU
zN-A_|R3?c;%3_H)Y`H`vLn%9tPSfzLKAq3!3DozuPi)MM#3q9VH}678&XM!Er!N(y
z<S;TzIO&Cq%b79~HbF&sIYm^8SS9xujpaIHsYT}!i6m;dQb3}X&~hBL^3iEae-*j1
ziq+SnS-%>Am#wo$(>r1qk6R`uRU3=uh^MH#O*S@So|-hxC-lp4Q-8CG&&Vo`igwrh
z6T_OOHf4XzpIEJ!nsKA}wba2;u<|JRsfBq!_RHjw%Q`h9;Km}IDWI2dNX69r!h-ai
zytJI`wCvQ>OcZbn9rcpP60h<hBYdCd8euv5Otn+4hA~^D!yan&RQ7wCCY|kZ$P}%S
zQDs@LziqH}cq&}gS46U>o@b;UI+1$fQch}K>iM)2M^2qMa^}?W(>ZCEZ8}C@tD(PH
zHQR5yy->X~=v}JU|H|O|Yu@PB7TFItI4~OMjLA9B`2fQYpd8N=l`%ve4Dmcp62uRm
zL-x$MGsL=`cpg|!yzBtkj~!2{?~-D?lc$cII{gOO@q#0Wf<1Nq@bOcGgD&|7M8GV;
z+~4_yNdA8T?2ym{*bgPUYA~ON&7I)+Xo1N{O9QMI<Ya?AkqUDuB?Uw&C!N8jvshFv
zlf-9{_yn>8%Beywf#za9L&8VK7)LGQXoMi_9C+N|UbkqZ@DBUT+ERxxVn^?iC1SCZ
z0ok?MfLiHQ$=xcc+o1F#WzMOEGaU#X!iL?2&`2VBE?`p!?dp(S6?CXW1h{L$J{=VD
zP|%elZ6;u@3Ro%w=8Ax+JYbFnE#(NHBlhWznlgQPgQIq!ta+lUb-cW8I2aucRKzM;
zuC@$fjXvMly4u#Y-POC-)pM=0>rP+ai&*UY>uawUXAlDaY6-FM@i)khO!$TA&k#F<
zL(q0Gdg2fQcz}D-+J>z<hV#E%xD(De*xbee?jI#ap2vp}BmW|fE&1gB?D+aT&e#@o
z@8kX3bCcWilXun^(AEm0IuTie$EEo8{KV?y@OEN!AB25&a4$ZDAn`lP3)dH>HsgIe
zvu)e+jZg0-{^q~^!N30VKmG0h@mH%eF^`VdUZL7uuh@fQ{U+As=CNgM`?$QiLsZ=+
zX&=y!#2w@F=7}X!Y}J_9G{!ge<7?{vd0G3UpmCVnH?L@)lvlKioMjx1jj1%SR7M_-
zQU?TQgSHdta~hUJ#uOv1K+F?JnG!8irejMr9I=`skh6Huf{Qp}5nsaNi<uk_nGQ!J
zB$sef6z3Kff_<dr6lWH4N?1aMfKoy#$j0;e85dJd9fkSg9D_oYNF;oSF{va5nS^b7
zNj|h~G$1>IYUl+8jKX|Og0Sq7^6_m~EMONg$=UG4LG9#05ui654p#fT;XtS|7-_e7
zdUVcVgKyFp8rO#gG`?ZEdsSdt;aNHq_OR6x_IS%3&al}LuzTw5&RUDD!fc8lp3|W6
zs>OCW&#dH`)oi_xqG1+mOA3`FvYf+L;a9#yq_*fiTD1$?PQ4o95UWY$@R)-xvri^e
zTMUkXr>rVm+g{b$Q{C1Yt*;AL)kkX@!<F^kaJkdp-q7&k&duNb{OJ!r-2cww%~ucC
zkymqbdTf7mXl=OjdVB;_9f7eAS7rd~xOlXNh`CuX_eX2Qew=Ww?ZF7YN=V?6Tk_99
zx9<{Cc`V$4ya46T_SZhUwu<w7WATIKnMX?r(01Z(;c6VcGdTC~h)CNti~?pp+`(A>
z>ZgSEegm8x2ju<VLH0N0anQzJ`||$vZ$H=rvcJ5yK~&M*+5h6kjRAz8>fJS_%0_FW
z+ghb@MSS5JF;h;;=N06NDFtpesfJCdXHXlMtTrmMLm(OB2u2y~K?bdsR%|RTP!t!7
zMM6Vaup!`U&{?YFjs`>Nm^ZL)ba$~eUY0JT^f#HyTdk2sTd*5Dcd4vaB6TrXd@A~O
zIYOu(rF<3Ai={%DMPb&c^_GyQeR5!JcY9%U*2OjEoV;}D=n2>-wKA4VD|X6xQ5!_M
z=Ah5!bK3$gN15MOQy%WD3HP)`hT1B-%KYUaOV3E<o!!1?i%k=g{?TFG-gaPq&eq+h
zYwNbPcUd}GrH^h^EhUUSt@i#N+w7cjZ%?(m>ga1ShyCK2#q!np@KB$ucSt&xa1M?H
zdO98JSF2j<wR$;Ag6S4ko8%lJuf*e2>6Khk-W5u24v#`-Q91a2FUTm)Jd>Js@=Otl
z!gGcsUGx0uXT0H0O|~7fU``XcrK!2f^R~0i^%85l!r5%8Y%+Rk9o>_rz6p27cxl^;
zx#bqAY&}O2O+x|r;bR$>Q&Y}gICdE8-;?LhoPY1=JLxI!l!y7%<)X$)+2UB}`fN?S
z=|4F8*G=P3o`iIrSe+9X{l<buperKT0qX#3!uUp%v*T0ZdAtl&>@cujx^w}w{ooJc
z_5c^aZajjs!{<(j+mLbts~kr3@XR6I{Ul6l7tf?+p1hcH<h>KXX@ZC2FT@Lz6L{ip
z|6hCn`ia|zw+Uo_L)(do{acqVTn3pc$jKrV<`K>yQZb!OVp3@=DvLp8F-U9%iN_$L
zc|$-jbOO+k2rd_*(2c8+iL4TVS;RBqKq-fsb-g-Z)}u(V+-a<^n~>`mMRvVG7u0Ed
zT9rqq^cWN#c-(9_3ZGr!bt%08L$J&q4cntZTdB(!vg<-lU8zeSb{o(I6Y&|N{^ao*
zqaI__Yl;HagBGOIR3XPEN}S3XM{R$obGWQ?BGNonRvV92U9GL(@9ud#o%n2d_3`x7
z<LSvKII)SRQ{&HKScp%4Hgiz;5<|BO(eU!7<c0W@AnZx$JJ9?W$o>Z0liIoDSRVYH
z0D9ug!Usnn`^Ph5gpEBu3S@td5D%oxVSBzXwXrz41;u-O_!|0OR#Ephhb$T-&B6q?
zIytnv5St$87;9_UijUvln0>ejsukOr8YW&7AH1_M^>BOOw_jiT$G`j8KmL!u_=o@Y
zvrit~h&oKM?&zca_PaMLmbR?(n}&rw)6ABocUoK54bCpAY!cRYNe5<(Lkotn6@6?|
zAKTWAZ)o}#6>U?(x)EOMgsP%b<chNNE{4j?R+|JGlL(`DrH(CBGUPgr+Q<d6i>1(2
zaM7v8moOw6CZ3mRcp?RxD`B#Q3~+YTt%%qhK9xbuFV4A=m6?)$<x(o8fLxSWkeiZS
zoK?gnbC6Ao<$K136qFEWUr0$gd6t|F-?~yJl2FMMDyb0Na3%S<(9zL~NQ`2Nh{+-6
z<mIK}_g*>`fyjl~G)fU0zy6qHI4V7QNysQGbyy%Pa#*o7_d31R24}0r(XaDP=z}q1
zXiDcF<J<cg#$KMeM{cRnnCv>ER&O$!?T8F-usLh&jvAY_0?2OEAOg_|38;`Jv&wur
zp<l>w=4MLHpDVs_G4IM1baEAt3(!+5ClyHwb2yoo3eF$9corjvqwm7Fa_;o$l=EjP
zx!FdMu-s;A3<TS&Du&xyCfnL4>Kee=Cu2(=K6v!Kj~@Nb>jyvj6t3{Kd&}e7Lp^&V
z1KSh5u%9C>7E5rXzQd#js!r(JSBO}-B)BJ#OLJgL$BG;W5D!fq2J(cC?(Qyj?gz;J
z^8JlhH@9Bwt~^<re}tQaB^1LYhX6>JN6!2jZWRcX9S+`t$gzQ1{=f>C^tpcxvVZHw
z&X-uPKf3nv?&fEAHURNoJ-qq){rw(aKxKDX^w7ox5fbb2)HHjWy^7MzY<WShjglLr
z=a$j)OG|P+G;(Q4afHk6=CVfE^eG`LF5``J7#(a*tx8!R3iQ_1kCxW-nj+0IUjs>0
z=B^vlM|+v3CZV%e9qKbjJA)0wI!A{<(Z&;%Guav*7j+aeqtYSeJLyy@N5o)}St6lK
zZMXPpqMiK%<2@6V<}yJ6GyTl@?%s+Y{q)Jt{@~^BeE->h`i)Qi%kO{nXMg;oKm47S
zKl$q6Z+-jz?|t{lAOGO-pZ?CX|McbEKmPWIKl|a!-}|lCzyI0OAFM4-$I6=;7(HE-
zL_*a+WUOs4R#zK(+70h-MxH$Ojr2LY+D%(qzPq==(}TA9GI2`_8_i0)n{|`eg3amY
zuezHX)m|&Rr^)4W@-?U?G%8e5A)8*Ll(M`|t&oM#n)CT-R|?W{QZHwpxtyDoT99`-
zHT%7@87Y~?Y6rc2iN5@8-sbOm`#u#l+$pKJSyKLpQSn$%wlDR^Ro)(Buv_k~(6{zE
zhi9C9ORAPldix{#*egxnosw+fsl&&ybA1Qi>LZ6woIHWtaj?hqjN{RAMMI6T(kJh$
zvF=RPPS*VgXa726PnNX8*oKsMLhnvsZ4z-|AO{l%jvoxtliZxZUEn(qJb5#KHaOx_
zd?dL%s5fyZfHgfd_QYR;L%bg1H;m|ypF4LhH9g}>G5K<C{%PEkq7Igbv;77J@p#wd
z8xybpcRvo09WN&?h+I1C=nudBjd#wTJO^Ya7v<B*B`g|-sx$@}t|BHKzKS9oHej7e
z;j^hi9s`)J5OGy#Z9|nCJQ)g!TPkvh_%^Ws>UZ?D`3)#l*Ovj@jmlCqykPdOQTf5v
zwV2GSJys2BkNi$e(58Ux(&bipB9=%~sG+l}tvT9I6(|onqh4!;@8>6Atq53>$6Qeg
zJDa;cY_ATO2oqeXF;ZcztaH{id7IjO&4ZrC>2Ui>UHA3Q{wL$(uNUXOw|Vuu>x-|J
zXTHC=_|@9n>#K>^ONlR6=fA&s6<<P%?4#k{kK<#&agcO?`@sRSgRp<{b7cR;H2xPC
zN#;(#`Y(_@iRplK0@+_AMn6Z#YhwIKVjM{_d$SW;3zM5mQ(KFZy9<*y*XD1pE$q%B
z6MhI;b9dI}?rtnSy}3Kt*V$Q9vobM?a<|>tfz`1N#M(UH-?+OTzqva4WH<Kh2irgX
z^wDp=y!q@-@AZ|sFP?1u_~o5%eGq&9T4Z6%GP9vw+B45@+xlYKh8}rsrvj(0N8UND
z>z+~fEhvXpRHGZJ;Wbs?qOvU}Z5WYMcdI;A0==8AvM|+Vfz}Lzn^>mh$y6+XoFUT!
z**S7GQy`-A_)IpJ!4)NuUCWUuxro5#2$^gFtdDFVkHcp$IVDtf36)F73*j;^M$iG`
zyhz!_CE3N)JPO=7RP?T#xs-P?opdD^hnii8)c35*S4#2<3-dA{qAP*Az965Jmru^c
z)SX{|vE=Csd8wBR($n&?vkHrgsSGBX;59OyL&5Q@*bWunppqZ}&TMhmU6oc(o53@n
z^G@pgaf5$G>zUwLTbZU-k!4t{YeLdJU(8WzG&Wa-C)i|n*SOrZ4ttf^P-@nq@zbl7
zn%O0=yy+wivr6Dsh`hPktZ#hdUHodqPu{UZXAiw~3e8R@4xc-H<m~Z7Co)rWxm;N&
z+St%FUNy2(8^77R{Nec4%kiymjqbdP?SE(H+E=q1uVQmghsXEE`sX$ivtK^B^}XlU
zUq9S_vb}IUHnB52ydNI|)IQr@gm4`_t$=vII@07|SOfkN{<S0!1M~szkii4i!Qa8$
z3Go{d1y9V(;YmM`yT8K4{`&LntB=>`Q5i$5*RghACMNt3R%VF$7{tpb6XuB=8-P31
z^0-fUBb6tjY<@Y7|9NH|?i^m-Btq)GxWD`9t+h{XtwB5Y!w>KO_{pR7-tK_AEMlvU
zXrewvFp9WHj?G0e339Z8bSpnQ$jK{X<_2iF9xgS^AO*;IUP?hJi(JDdbu){ng#3g?
zJIfce@VF6)EMjuE_!>rhZNuienqcRw)ITB(4wnsH3-{hMh8H|lGmdD7+Bu*$4oM}o
ze71%|XJAW6DOS+vYOz+VlxZ|-lN8ma2A$3A4>-$ABD034;4>Ik_eTHnzyH?%^UweF
zAOHKG{?p(8*}wkF-~GS;`qzK`XFvKczxntNzyI(LzIyz7pWpbWzxv_7{LOFw?N49+
z)gS)ofBv6;@qhjJKYuzn<8jg(YPrkvwp%wVmN!br<G#KDTU8V`@RHq?nt+?u)-Jkv
zJG{5;?rr7FP8r80)YXl$o$bcnZf#GWVskq<HLl~4PGp@qXV56n>>^c=S+v5U{1h5F
zgU`-K(kzc&$fr}YE~dbYeEQ-={1EVqsKP=<aW03VsH9h4rw;#4(cE8VZ~jd6@-ID~
z|AlSi_XV|&Db_iTKcQ&cr<YyR1e@fJIz#2CrhQ&GxWSveEg5@WI{rPTVEV$DOw@xN
zMw0m<SfsFiC0tPFFCBOJWIYX~jaYo@L^E~X)mHD<49S0GU;4G3#wXE|u#Tg6^*u=2
z0rBAP_zzOLBjCuy93BvVkT(ki#|It>dm1r@C!ik(tQ@&CVD7jE?i2CyhY4zr8-S!o
z4hc3y#QS@v&tA?ix{#G~>cWL12&GMW-hk|Iv3)(VC+`yQZp0iO_YUtJJ9X(?%1J2l
z-aV6(p2eV`W1Y^SgB!7!WDb+UV^R4`vVckELk!HJ3AuC;pCuP@R1#2izMja86<N?Q
zED<^Y>(c*^z4wleyS~$fLm+^AQ}2DG>Am;f`;2;*Y+15pby-&Ly%)=}<RTZ`8^##i
z=x_sXcC&jo$tKx%v%ATXgc87DgKgkGzZr+kefJ*T|8nxj)%l*uXl69SIg$1Jp3mng
zVz)}})2bkV&&I(Wojg+~%hbsID!E4`cWLBKgVJqN`&>G|Q=N&EX~-#cmhQ>j-B?mr
zS6p45S%P-vOj};2qZ9}Dj)SZ@AbXCjG&f*ZFG9JS3wg8KD|{8zS(WwKRZTg&nsMtZ
zZ?fc0mDQf>7`Qn$`R45O+w)Ve&yL)h=(#r7dS|@n)yckBCi`zq^xYWmy*bf;3mUnp
zA;iC<oefY<Ao~Oqbi{@|i0nbm{++e$F*pCShdrRF8+ZY-x`5%G(9RJ{_D-CuLmfc&
z%LARq`#TQycPtEa&JT4jjP~pw??oopu~`DyQRs%X`|4!>*`=wo2j|WoJ-8d4%?4Xj
zMb*Kv{?+NegG2ick9Ey=H_vp}9+_@i8ErT|(RFrq^zcai%cu4|f4u4RV#l%Bmeqxd
zrKPO#1CEge)5MZ}c+TF?si~+_>_i0CKK<@C?d~3R&48+LOxZG}+&d|+AC^{jii#U}
zIlH*t5{c2zQCg5u$<>%q)hd%CmR-q)$4#u_sEk6b3GOx)Ur6I{8Eg)dD`H4BY?+!X
zmT^(;!b5zkm;*X55%5L8Tq+|yE-7MDNNi|i_@-^hlVhecm>EoHeMM|B55HL{l%$Yo
zPBNL7N@XRar-a6Y<B!?;tr>}_iLsH;#;2zwP|}jAsjyg*RU&C>R6^{wC|YtdB{>P=
z=7ji^v@|k@#ZmCNb_F+EFYp<qPP4{kvw1wZSh4!^8=ZM=mYgnQ)_^gy$KdPGddH-$
zVS%|?sLqutGS%u#gUM}iL9SKi^dOVG+~q6<vfGh~WP=9Gjj6u_!*;0?(TD<;HYPF|
z|FDn?LHx^l;^}99fb-;<Cw>&WE!w1Yc680P^c^j3SgPngzjOTM^0AkTd#~oST=3MN
zb2XgJY&u`M@5-L`7h5{6cC;LC-#xw1HhXz)<@WJoH%=V6c4YbD{Qi@pqbDZ2vHQMu
z7zHk~2&lQZIC^d#D2$w$K7zjoB4mR`^&q$d*1@%3LSSqFjtMLdgvbHtLAo)nzjkQu
z>hcV>^SDSjJxwIg5>SpaL7bD5cxTA-Fc}~Q{^u7k>Ib;P2lrpocz`?J6K@FZJ=XfT
zy?y-Pjbj-89{{YsaC8Qv`#aCAynEr)<=M%6xzj20VW;NQWO>b*W~)OXSM9Cbn`<xC
ziR?-a9ET1W-KXXhYk1}CG!Hw&$)?!2^h_S3JT=uHlVF#tYD~sfwPLSa*)G%f3k=;N
zTcfF9Mw2&^w{N!Z*z--(XRU=p=B#eLw+54YwXt2J>Xr-3gj^LGh~zT8!JO^RDRkSj
zoi?A&XqG5cNLx@!OirUe*PA01@}^e$fA{$>zI^z>{m(x5>QA41^Wed^5AS{S@Bj4s
ze|qf?KY#lVzxe6LKmW;BAN}(uzkTmN-o5_*FW>#*lMjCP#{WE2(&(^eEKS$9)_R(2
z4g1<P4XuK@W_Ev%etN*4X=l3~DWhXK<KtOvE%KRh>!mYwwKe*>R#SV2qh^n~a<`zf
zTRlJRuiLKM`lF}NGHmz4E=m>h(gfTj79)z3x`{~%H>lWJ8KN7aHm`j;Y}<zP<aiz}
z1OLq&m`-e^`jTl?#bv>++ti*{SW~~0pZdgk=Zo5Z{H*TguWg-YrFm_gb4T{>7_b<N
zc&2=AeqGV*g~?Zcw|C|5s=HpdI9J2BrUgStiSW@Up8mlP*8boLxUimNa!{n0K?)5^
z-L}y!CQmix|JC68dp_uI7TFOlhyFHL&=5qkcH>%{HE2}bfRYt>(1}brfOQbof$xCT
zAh_cZ0^gtfA;#}WjRS&1Q->D=*1_?gd6ocr!UP8kTwpr?G<<STKf89rrm)16keK+5
z+d>d}LtGvNI6G`^VE_L|w*K9Ncma`7_d_C#E;1BtaMb9~xUK8L5~366WUM<u)!|{{
zF)5h6i+M~5pNSq$2^WVY<+Ek@2PNifC5VkhzlVrOp^*xlI5MG2A#sDhtK~Qz*xZy7
z6uP-Jcn}LNDctK$Y%`6>IaYXGs!Y2w6E?RTOHru{73vjbXl=9RWtp=xE%+0W<1yvo
zxQ)3UV;=J1ku`^XIwIzBErmJ8oI-2fc306Je|d9mMO%JFS3yM&F@CRDsH#2P)_r4i
z;?Bgx?a`r|BfU39dw}e>Cc0l9Y`;0$b$h(`_C(*yC~h0+erdE9$bM&j9C~<S4nIBs
z1s$YxK^+}9JF#cSV*T;#ofx@8JBJg5cmml2nt6O1ki-+P4plr6P&3$ZZLsS!JnUHc
z^|j9RAyBS!|6muuePO&80{G*zBS$7+X75@>VfWnd;pveB6C)0t7OCpH3M-Z;$1fh9
zKeIS`X=Ua>f9rH-&Ein~;!xG0(b{8U?S}`OPmb?BG2ZgreD|rP=Hn|xbNlVx<A(kz
z<LH8YXxiD-VW_B8mQ~A2Yb2!&qMaRznn6{|l)hu$&^oQH?U$D}3H&?Q_5zjxsyRDL
zVPeDPrnSg42&C4C#7Zs^H>VM(O(Km^AcYl(Phqj?Og4inVoEeD5Ozcf3nfUBM;Hy8
z&u8;l5XMuv=@dShE`+;{!G(ob#DG$m!)NlPd>K*-d32tHE}+GcR4lO^cVg2b*KG?~
zvne?uAvr1`CIZO`$UBZqiI1VCrHI*Vy-blD5t9@iOHNKAB_<@r#^K77oSK1;m2)|e
z$NP|QWH<WVZoenb=PmPP?aD4}^cS@_^V;oseU97#i@#Up=;fQ+1*Te=VTVdvqSfZ=
zj4r*^Vz7J7_AHyTz-rC6pnJ%a=d<T~ESW}yNy?M!WEQ=`o}SFuxONjdl(D{g_Q|Kh
zHb<nyBrr*2dP+K`5FDCJqb;ncU&-8k++TY+ukKhu)ogC*WM1)1VcGto9ZSXA_g9w9
zH<j=2*tybOb#$oWz{0M%rP|Sxy)(0WJNoz3j5jwQ9_l-{F!aKqX*kXxV}q~_@;0pC
z@!*-c0m$dTtijoV%V6=?xnp7v<_>lby&TSU+#VsS*a<8?v4jyln&6OcbM46d^DBf8
zE;s==4R9atJ&8Q|v0jMuK;E&($4;N%^3xFM!RJ1G?eP3xy5aDigy9_*4}n6NTdN0N
zJUkDz-peN!uODB)b{>zveRlP=6Dy;Y%`SVc+~l*Nge0@XTV7bSqoB8PS5sC&MHVi^
zZD<#Es5~ZNu7O{oVCHEA1yYWWM|JRMKA754(yT>A!#-!Xj9<f`RMF`541NboGN`nU
zb9C(@TeoNDg0E`CTu|dLZ*b*T^HoNLrbe$B(JI=NvRtK7gD`ci)~Zk-y4b)Zb4W=U
zbTUiKR|&aVrPS<kdW|~e@$)O6KKk&%!!N%4^z*MizW?y^Z@zi(_2(b_@rw`s^TB5y
zKltSC!w)}u^u?zS?tSq2Z-4gTfByXQyC41b&3`&r(4bePY|nLM>h(GaIX92i)+ZgC
z(N2t+kIa{Lw&<H0v|SwqEzSO26}-khyv51gLw!4k7YrlAxy{Xn+Gb%#zkX_>Xl7`q
zR+!*2bM;!5LQXa4*dCX}?LwV=s#>0A*0B{r3OzM8BQBDamcVDEi-c63C_R-HN#>@b
zib*K-aCu&iz(z7QBvqcIP5!<8>Yqxl|FL}OcJt)?omVd(*|nVKFLzXx=QMS6j6Xkj
z_!m1`FIKmmtSOsL2u}k`2f|<u|ID)+f$UE_u?DiLO`F$j+OQ5L?2v71)e7>|SoQY+
z?qBVxzgcA86ta2kMr6GpZ|<q5*8B+8^=Al(U$<fF#x-jJ$B?5xChP%ZC+-8&g9o%d
zz|b)=K@KgksmCJ$jXm5!&jizD!PVhbdlq{6b;!dC35`t*iHhB{H3XG#!OMien*rAU
zf06wOG`zrUhX(khSV)mMiIJ%hn`7gnk}^`rR1)@?92$woNC&bLur6SudqBb?j*QPy
z2srpx1M`Gl%r{B+W--qq=D=ZUQwW_ZbgWC<YJfOGX%I~#wrRvpqNh~`w(f?k&LHzx
z<UWVO?^a^No(+whPhS9OT$Z8013{hK>(*vx*^0cTJf|)bVKq1&eU9G<8+!pTJ<nQP
zU@I)K<(1oVD;(L?&YZpeyxzi+shvBQ>uOK7wp<zPyFNaAXKL*B#K^7D!5breH^%xv
z&u>ij-$21S0rY*hCkO8kcJ-m_MD}|hV&Q`%onY?J(LohIJ{Zu>^<q~4U&1-U@Al`m
z*2jx=nB9U7_dxDkfUP4@7TS0qJ0|?c2ig|;_st?ImT<3kFAa3>AL^bPMQD8Yk%|6e
z)BUScJ*$&F$7Y9C=f@W(My(nRJ(*jXzx({*)!P?NomreXIWr7WzcSjff3RU?qT$eZ
z&5_ZD^AO2*wa>RSpPK7AzuJ6wC2w@v(v8~a83$m!d)VI8ZmFu*mF-cK)QC$PMcemD
zz}eeojNSV!ZBvFlU5dipLRUV==;dgfY?Y0pMmW4htTD^f2B};lmMDqv8AQyfjAE4m
z%z?q>Q9#()T+H6V<yr8)$>bsk=K$+mln1b|xS?>!FwN2+sWZwndZ|h+l5;6+S{jW@
z=R#p8WP>6wIV7f(A#^BBHkqE2OpRE(HGKUxWYMI>rN&`39~K$Db!$}UHfmZjBx?qR
zJZ5W1Qg}>y3S@Pu)Ra_2Yx6QFYV^ZWXhJ3`<Yab}&F{(2^zLvwD_x#lS^0ID1$FM+
zMt5F^H-E_H?-QGMvGhA+))uX$S*b1%OATU$O0F|VwOYN!X|`pV%{dlhp2GxK&-Yq#
zTm}z|!qF?Oc7u<UNJZ@fe5+6&u_@f0#Wj^>4K}@xOBS$FIU<IdLo@pQU7q||N8urF
z$wGD!%1x&7^XH3;mr6>P%Ze9w70fp0Pj?l}jug(%7R@i_O)M4;E>{otmhNfD&+n_R
zIzBUSd1>sW)%jr58!Fz=7jxy{_@x7*7xoW>vjfeEnS5aF4j)`_9S=T^LfDrenZp6N
z2h{R_T^QaGYxCkUocU|S1Yqj&(l`bJ=Vk{_Pxd}H)^&2M2grUZSnLk(d|(R?@_u3e
z#FeFKOy(bVzXqlO1hNMRJ2Cdh`hI1W5bT{^zKIMv<lr5hfAjRAAD=(=`r@J5!W~M5
z*`)I3*^3K{%bPnID|3BARTX2cJ4gDediU)v&&tiS78>{jzT1`CP4W^oKTpFeREvu<
zNLG)tK`k!fQ?qEP-i)+NDy@u8ZxTrM@)2>PoD^!N7}7eX+;7V+%`2<b867(P4z0RF
zDsE%4iqpyRG!iK(AvroMEh;22Y(qrM=IE5j)YKSCQY?dqag@nwHEYgaIr+uIPab@E
z_tEF~9^L!;>#x53=Id|oe)8G<&pv<f`MrPt*}q&le&N<jckbW&{L2r2`{5sdefRT^
z|K;{iMs3@r++?#<re;W~@ri0hT5Y3h{y_HPeD=O-+2oLKa%@M%4nteJWoE|I+a>O6
z%V}#V+SS4u9nS0ScC_^y+J_zOJ^lmpyIbpYK68dvNQLiCA)|Vnvf@HxrVqcsh+1NZ
z*(7*CxEZOm#29Ky0+&r@uo9EgHfE4F%SFjn70-fBB_7{sF{LZ4$@)rh>5R2$IlE`B
z<GC}pfAg<5hF>qrEp?&)vTDbkih-(%Ia^`dj=HWQwLfZO1PZ^v3eoq4K2Lb90U`j4
zXP*86ump+aAz|y;oVdzew!a#Df6oW~%_95yEr^gqa6A^*KLog=9gR3Jr=!s=Ab0-`
z*@4=DL#)oh)`Q>TPLNgyVIAK>=mu~PVm*X+KY|VYX^7(ClG{l1vxmiO4vpNfaSPJn
ziE%#h!@zc2E_@%d2bcC(5o}nyF$_!3coH>*5gV2qwKX9jDut9pp`dXcrXG@j2_-UJ
zDq!KyvY3x)Y5>`JY{Ypg`D`_xtrf8K0**n*Hi}qgDc6ct7a|azI7o&^r<+YHwHcLe
zqsnX2_#i(vsr+U|rd6J4mt{Jo**0aiRhflbrz+Q@$#<*s5I5)4<a><8Ziwo&nQk2#
zVRABqux>8Q1F~BRi>!qe&VoJO;=OrgJ;mE6cJ4e_SAD9j@r8l*8xy@RP4~Y%1suo5
z90U1*8>53Sj}4-a_2tQ-+mmB2jSO5L?!O7>pB}q8HF9kP3GiKLdkG5Xfab)u9ojiW
z&<yq95RX7DkFc6RVJjT#LAFlZ68C}iL~zaHbeaIN2ZZsM#&;q*es!pQVYp*qtmhzn
zZ6gDR1`$xxJvV~2d;g)azST+O%C;XI-gjiG@5JKtfyoJ*PR~k}6nl5>AD%kBw6Hog
zbZDga_|)*hVNm|Y<<ZWABYRhdcb}PQUGChs(As=_cJIkUdk!p?3{CpGCtQOw-u`iC
zd#|;n!&%d8-CnDP=)JU22!>wWE8jP%Z=cpT3@FR%1&9YTIvHvcOXJ{Z9DJ=!2#=f6
zAOc~RD1|~9(YKBzxq>jQ^TaZ6b{dz*;qrM{tcz4EnMxp)3595Eg?F9D=D^9$U`W{<
z)Vi9a=!a41Br3B~M@dXij!CAGXgnq#Qy@|zDJ?qLAkmt{8kfofPdp2CF0rX}5}lNU
z*sS#E(CDq}H*VXwo<>Tx8#G3R9R0-cq2cKy5{*LUQplo=bZJJqhRs2x1|=2cZVJ8L
z?Qxg;JT*>xjoq=^4=Ye!mBU|Y_tiTy+b!N!xqX+&zEkaP(pdJ0WqvkS#^mFMCxWQj
zZnrtJZT5Vpt;mg3Lra0zlAGhqm+}=_IgmX|&exHX5l)|y5}T?PS!ye~N(wub(p)|b
zL7oOJ$Dp9=jgnlSqs8a#_vMUc=1=D4&E@4RWM|E1WzH64PgiD7G-ZwT_=l&w1B<?q
zC1?L~*1&vW=h%*>k%pT2!KPD7{m(B?pw<ofZwQBh2MuxYcm!~NagkWKBN!HFjuV7<
zp!~V{Vf4JbaB%86qTmnB5#;?yAW#l@v#5DJb?_yERwKC%%pFU4;Pu2Mfctd+sqt<w
z_vZ*%-QbCdffE6r`>83Y^+wLkLA*B}90<T(M=0?BV$=@@+#R&X9-c$x9D(eo5lpv?
z|J2u>TYBf*k$<{!W}&UkZ}F)GHiy_>W-r~btE#xN==ki!vAL<GnaRcR(Ux6R?bWro
zoU_Ut`1kJ6l)BWVE=7S&T`1<e^vXO1*Qa3mg%mF%-OZ$CGRe6#auJ(TCzSSa#l3WH
zGe=OP)i)YVd$e+=Qtpw-xATRK8PuxiI73KC9NM!sJ-Kn~ny~P7;fY&fQ??~VZA^&V
z3Ns~N$QPLmiYr%7ef8i^55M^M+b=%-_Q6+=9zA&U&DWoOe(&DBFCX0f{6BvFi<d9F
z_{OVm-~IINmmj`=_mkg!@%f*AcJ<9pMLw(<3Wh+K!lA{IQEX%}^LAAkCWrHCO1Yh_
zn(2uhW!ps^J<8=3_h65vxlUEzq^@mObaz_n>oqkk=B9pc%YbuiDsyVszo$^?LC*p`
zl|hY{OQ=4#68Nr>(QuhaPfOsC(>Y`kDLx`0Je;12YJ)UJO1zMkXjgF&_Te{a3~EJg
zmepyK$;1qah$qwQRe1%T-jUX;cMkO5wi&!SqrmM@Ijv@$&0;BZ)z$CL<Jl6n#U{j|
z@FPAdIwTB#?!&ig)uQ5jSUFS*tX-4RIH`#Wc2b^G@I8S0S9|Jj7TE(??9iqWLG6f=
zBgi|nX;8KSX@hh+5D5ny$JT>T%t6$SDG3mp*rz`>$_2IYf7aR&v2u7lA!H}Mh)!4F
zJMOGqyJ0<YWjAbocFkH`00dzDzmOdtfG+~-AAb>e9(aVf#eWMrTQ{!XgbLThnB>^-
zgstntLN-JsM8c6ogI<nJ5pk#z4o%8s$oQDRBbNq;O^o9CEIE&fqvSDFe5MAwND=0y
z9E*ZyQwi*9kwY!QEvPzR-L98AENY)!o9WOJi*<+2Z&mwHpludsIwZMPWxhp`YmsK#
z<+&bh0SxSJc-yrFc6EVAo9EN#pr;k&JsZjJ_F@#U<{0wxjRiaHg>AW|BNcm=np;nH
zc3m1E!enkw4&0vTy*b`}eFDwtC}``&iv0R8VN`#4eE6k_;p-Eyt53W%GWg;U?COIz
zCNO?SvK)cb*s}*m@tDRF=g+G67e{&tpbuOX5a15WTR>BXg4gRK{V$C`IS)(^;(PB^
zbi@$r^{y9&yAdaQWvKJ?Q0I}6&Vv)Z%Tt4gCWa0V_pc1}EcSOVAa`zj@aQBu*?SHQ
z?VBHLoge8N?d|PoZntQxMtQc+Qd*w3vw3&paC`q`SO4O0?_6Kg{(+`NG|2SrTN>W8
zJY2of*K};S<+-`qBa1uc_m>V&=k$!*`X-&dW6suYb4!=KvE8<_QB%A}R8%V{s^eF6
zNE-*$jr|bRiG0NjojpULB`dT{t(~iL2m;71gm4bYGhzjwFX8Y+Otihow0x}8QSrtX
zFa-jxKtwzxRI<fL7M6){U}G0y!w!UJ;P*gcN57;*DZ*Nw&XsXQOcI@reR>8{fU!K8
zl^m6n6dteQ%f%F)O=fhdZF-@aN8w~7k<cNS7?Ttg61i#Zx-IM1vMA|ZE9!&<Tb_9)
zAuK#2HI1H;!3!X}n3RUF@AT*d{Gy6QNaxCRJ1ab{Juc@ShqKa~Rq4&yY4=uGUAxWh
zT7$RAnAK&>?biEil;%8<%+BL$xB?+x#+B;i8nemn&NQ3-PFuduUI<vvcI1|2mpP5N
zK-EKZ?XqOMEm>BrQ_0g%6S-WHGCo=yAA^e;ze$<JPT~lXnA|vqN12~%ZScD~e4f4>
z?@*q1#Bb~MS-SG<UFEj+T1Q8>y?w^gvTW~IG44C;Xq$I8&XqPD>g+tV(0A_8z}3}R
z^su~ka_Lnt;^X_#@^<CWBo^+^FJYEGe0~9hdK6Gj%+(1&9p>jqh9A0wG`Xdz7a@Lw
z3GT=|kx++_nE<DL`8kkxq|GCf7LU)qurhsRY5e@$5NP{Jv<*(6>6JLg$NNr<BgX~}
z?}WGx^ZDRF07WwdbBA$0kW+_+JCOa==MLV$wjFu4xO0-ou7OeR_KC&UP91#bg`<}a
z&kVP>m*?#8NIiamL#sA)&y3!F>Dsx&r;hJGasKeBg#qL)j^>%IF15uBa96|YTHw<7
zp`^7N^K9BYhq~CIC^L$R)%+qAzd*uvFi0+1dM2Bd#}|}IWz8D(h)OZcX4i>@#XMdX
zUtG!+)lwLH5>ql`V)<a}5gX!Twj@Pwj)~tIle8^9VQWHaG$l12s*P00(O-J`^4E_(
z|N7oXk3Rk5w_n|T_~72dZyw!y@bIgLkG}ru%dhW!_U%_+fAi&6_dojJs}KL}{=NUa
z_xZ>FaQ2nGyqvW7B*Z83lBt};3_&^rW(}Awt9IxoNBz}RoXH7aYrDE-pR%vl+|{nD
ztr6BWNoQAzx;xCp`C@OTtZa|9W6aw(YVGN;_c!NfqWhSe%%sP#X-QCl%8>p*P9!Hs
z!cT&c6qB4zBPGPaj1itdjUfrs89KherB}h=38k`DE3;a4rKOIXY=PO7s?t!!S_KQ!
zul!P9=3WU`f$BrGj3QN&`G!<yk*K?)V!Xby*zVPekTAkDYB(|xO+e2m$Z^je>Ur_{
z%#p$NYNOLe!(N24-Tr@DT)$5n|7SQRWODx>dQPBepr}2-#4(nK<PB-@n7U(+M|j+V
zTlIj`4N5uW&|oi*XTj$QD8_B@&51od_UVD8d|>U4AO8`-`TsW@CoUR-4-!92eBlLn
zE8-#}5P^qz%#$cyj|d5m2#G*S{Ewb^a?O*^#DqmtQm8C4o5vIhSQ6;vSm@!T;a0+B
zNQF!p4m|99Iu3H@<RYd@%F!tJ2CdMp5!!-BEd*P)Yb6ey)TNi9WIM|y_c*0?57G}+
zR;$`()_RR{JXmN^71~wBPFayllJ8c*!0vMzeMr6V>56g<D0eGx8*`kNT#viR>qJvb
zcAh?Gr@45rpz7?tz1Ii(?o5n;lHVR5dVO}{jk$@NV}mdBcik8RHy^z<F+za&$l%M9
zBe$l<f$Ud?AelqN+<)2CgV8idr@<YdIc{H_9fxK<_-%0EPTZdwzCJZ{J%H>O&cB4K
zh2j2NBLjDE%`npU{BSo$`j`(~AMUw6*mWIQvLoFu4tJf$9KNq*WwiU)^x*2`5bWv;
zz3sEzco3bfeRBhyN2h@7-OH1`3)AC0y(3vURSsL3(@^Ah*4i!QR%@}(Utf^lx1+SP
zud{V|s{PP-$8vweQeWNTNb}<8zLk-EXQ$dO9cVgsuxxC<V_@DeHgE2mFbzz(TY3zQ
zU7F@zeRZ3vq()k}3rD!UQL?8^xqF|wutI8fv7~6eP*HVegwk+zR=&<A(AltO7b0Iy
z2A8^mEs!xJTE0|^<afSU$`^@w#DVcmE)XdA0tr_x7i-iCxkM}z2-HF;CzY(@ORN&L
zn88a+Bqc>B#fQe46b7f(s^Q5&&yiNk1$~cBp~R*0(pW~JUJjO@LZ>E@lA~j>Vc)cV
z-IfjOG2+^~VFRDZbek<0?}x76KuJK@Ybq->gHJ&f7DK{hVqHK^Kp-bYD?u!FzRSAZ
zWh?W0c6dDHE>BrzUQK3xJsjj_e<SK#E%~GNf-!Suv&NF6&>B@LgI?`2>HIRCmLU*m
z4Q8=esn?jDCa23_%|m!iZf=gvW>%;TD!oB#H5=S^lV2;+CvQtg-4YwVW=rI@M2W;D
zSNX%X#>H>koU~>=YBT-XU0!pm)70v*wB|ayvdt|8mc7N6mV8ZJxw)m;x^Glpf7sEo
zs@-#1UvtLVG-KE?Q?%#g_|TP8`>$PCdE>(BJ0}kPkK-$^pIo_q;=q+-a~P_>v^;y|
zAVJ<Cn1_g+K=zqonA4Fd2gZGBhDfNpvNBC<)sZcKbRLnjL@He%m=1<GVkeH_{Ly*j
z(_-g-VR7u#%m4~rkBxN)ljL!GY_w~2q!W)oWru}6#sb*vV>=IU2XiOZ?t#h}K>W?s
z{Y2f{@ul03>tC0E@4@c)n`ahopIv<C%E_C@4);}6D=BPBZ1ROO7vA~td*`1!b@jPZ
z@4kHN`IX~G250tUm1pZAt;w}%^3CdelPce!$TchToZ2Ffz8J@=FUm9)`;A2wRgPZl
zRdO9NmP5>R3s_lvZm~$ZTdv)ww9fLC1AJLKi&vda&QD44q^3FJ5)4r>s<6$ZE$bq;
zZ3>In8lDgm!-yj@;xp2d60`DMciy}MlK$}iXZJq(-M5eKfBWdsH{amq+lLRndGrv^
zJox&{`;R{U=)u4L{NC^X{=>UJ`}DK-e{%d*70H#HoFsurk4a|5g$a@pSaHdTk>O%_
z%IN;WUFF89DbvK5v$@{f(P7xXZ13#0Vqe%l?3o|mU0vohX<1H}psCF}K37y-r>xs;
z)9}eURf=Apq7Y@6luBkwItN~)^f(@q#H3Mh`N~L3PC$+4rcDVE5iANxqu?0zY`H9v
zFN(2xl{{&x$<8Y*F%}h>Ja+8O*kT%8!Q}Cn>2f$pgmk``#*<J4@^qU|*w$Ng{r3Lr
zhh|&Le0%aW4W%ZRnkPw4-|+O>NJa9o3&TITaBMKEKo}M(NQ`o;|1W3%K4b^)#tFiD
z@HWWAf!YB;CkF4ty}%cs7C1|QHtc5sLmX6dKz5uUh~pNI0N(?*7{p`sPS9{*co5l<
z{r)T}VDZC2_z%9<pYI1=NxXaT69e2mfbW3#fae`oA4C;9WO|P)T%V2!i$U=gu@9y5
zcnpl<MQpl=MJJG*kkWmZK8NKy9Vo9r;+&kXR|-r@o>j%SsRec|YSu+gWG88HByPRT
z<Fb|-WNxF#szI3{Td9)hbSf(rni{rF14vQ8@>Y<gEzLHRcnmpN5aHO1axG<kLs6!s
zxWKbL&sF5oy1YtDrOnr0xcxv?{kfL5J0tyXO^v-ZJ$4H?JJ5Y=r2o~)k=Le2Z(~J1
zHuU!Xxp$Wjygonu;>f_ozRpX1U4$`hl$fy-jy9;@|Kb4I?@W&d6J=kUn|O6@9Nz-a
zaf^&uJPTyMHZ^!{0@W~tln%5VZ2iW_z)id%!steNu8;Qzk^RNNZXi2^d9b{l8*E=3
zY+D}bM#u~bUjl7zeJdmVM<#}kO^+{+kIeVBFZ8t?njRS&7%VBNhOydd-40}T7<ZZU
zC1z8R$6cG7)m50Yx3jrvy1((jQ2WZj-h%^;`v;rn20-B(PmDF5p08QiUo<>x>z_4@
z&s+M&EkO460n5HVW9y)$rbAb<N0zr!l3O9ntK=6~3ks`5z5>49$`C6uBucW{z*G~G
zcwV4{U8pt*l?H)a%ZE{2tY9mQBBfEHKzXY|1e!`5xd@fLVkj)c95%cY943dw<S`g#
zr3RgDZmp@v<u^)HY4K_4i6ofa+(svmT|(m<Md}^?qGES072<d3<wD{Z2~<i9DJ48U
zH9CQmkVwxUB}Bz+gnRSJABAq(f{0qX-Xv!6QezVkJ}+i)kmI4`3vF7h%V@A_b$C#~
z#FAg6Q#$OJJUU7;eLMZWN}s<fuc$GvxXG7W<H~Jx6?HrEdW@b{i@REH%Q9N+Mx$A;
zw(3*>%Rn^0cBxX6L1RKFAQXtSN|j!rR0)N8iPWM{_^oC;oKs>Xs3>5kGwZ<F)dCV%
zMHTT<aCIR!>T|W)?9>EW^tz3dkO)zVz@y%tZEW&t>b>gPEL~lua(9uwcDtpa)KFbz
zZP@K>s&zEX`r1!x8*eFFZmHUjYZ}IUbz_~q$IcwOab@+j^GE;T`7`gHSw%Mc^%ILP
zBI@n<;??~VS63jG!_Ix2;OvhzZ$m`#%+xT7(JvktzqmAU>EPt$<tbn{5ImSIPk{TM
z<7WZ)co681h+13;U|$b09*l2~Bjp2qG02t&%A-C8GXV_$gWwLG9u)W>??HTrQ~m~l
z?~6B&J+5@el>@*X4K-H}Puw^$_xhQ`?_N6l%E=RTc?FSc)*o41{P*Ad>+|Q%pIltN
zb@uW?=iqK{!M>tuufmxR9V}MD=2EAz$fnCRtNliW+oW>awO*IO?>71%n)T_M{rY;Z
zw%VcCVGtE4IGJL$Uo6O#NlG}vdXc<YquZy|HgMSm@v-`tXk~1SIw3)q60Jy#5=Mql
zBetZ)Z_7yBOk$%8CMBtCSI*l%dE;wf_`OfR`0#g7#eWMlC%(S@_G_H4A3gf&i_bo}
z|Ni@*|MI7w{>M-L^w}@(ee(PFR<2c~*##VdgrDrQ^7t7^at7M~enW{x{!1z;de?SO
z`F2V}ow8w%y|u-(u;f}<uJk!&{_Nz{l^w&q-Yh@ao0-0^+c>wJ+t?y2Efo07e2-J;
z_VP1*qM|&Fl$R=HQKejB%?V#IDKR=ZDuN7mXMB88bTlb3mPt)iNXgLJ<riqo4sixO
z+?y#cDK*)wT$zw0LF+J?#7ax&GH6mEU#XDFRbpg9stv-*>g>jr{GxJwbE&str=z{I
zVDAnmC1UfsA3n3?N1@MzY%=Nvg$9E%i5k0hV|?f~c<TRZBlqw5pugE^d;mQk-w-7I
zFDCFH>4=5-4%P#J3)ubcHH3UFh~Pn>#)Sdy1W(ZN24n~K#=8T$aUT}|n9c_Y`(J)8
z?&D>6D){2yxA<Iq1z(1@!1V<#K%RPnh^u?%$)~m<;WIQG2f1N%G-#9Qu(1Q&xePuV
z^?(c!8xjwih(kem5~5`#0tR56NQqYn3>t|=gP0nwP07a`-mMdR^oV~H;ka?MBDYfM
zMN*AX<}1(I(^%E!wP$mwY&DNx?r?1P+VkO8Qaioc{6fdBY->4^XHen>qq+wXH`Zd<
z*z+v8#d`NXf8Nphh8u&uuaEY>I^6ThaPMoQ{W!0T_PsJT2v~o0dgK-G>yf?-oo!e9
zy07$hooU^>+E};RRClU<FYq0l9rJn2?E&sVjT|QJIQSOu9YlNpIv^hRgChAG6WGxY
zyf`uN!qni^iGizQ{Z|9id*C}k-ihE@Trl(!8obfI7l*p94RjH=2$&t|J{Q3BLy*Cb
z^@6bD5N)kv14k!@k57+XSzSG~FneZk_T>J#_NG>gIm-y|zoFQo%yAkkErue!Hp^lx
z&vZ9$FKV3~9$FmhSVFriz<sD?aj<!Qpnkr;=Fn*M(b=j4^994Rj{aHG=p2w8wB6M?
zZ0{VlwvX6=>_xk!S!H5xk;q-Zap%(=ISiAFp)$}UN(wl;N{>}LQe<&>YLh^11ZNj2
zv0K*y-+}TXG_cE5LWx`$jHv-<7s&-;l|Z5p2!tFimnr0P_-q#VwS>j<8m*=N92H+0
zxh)dchbUmBCXtiF<D)l*vr}kTth+Q8v|X^$$RZk#9FvMlSS1gCoG40(*kaJ~sO+T3
z1ZpxFD}AL<u2<+KTnU>3*|1zjEGN?$=@}9pPmbw7i^X9u)iSk2AU9}jUZjZm%X2b!
z`8~T`u1a54wJ)m@Nn~ncmeF2raaHL|WhQHZ3~wlv3IzfI$PHJ{qzh7#NQlPKC`8bL
zm^BikT<p+loLY^~Vb1d6e^n}##sZa{-p-@&IVnsDiKn0lj3Sc_$gcEJQaP~fC2tO+
zM3Q~lvO-f`o@#fIu4cQrzT8w(VW}xM?97tnWQzP%B2PchI>t7RCrg*pbcZu+hgqHl
zzVomn@6OQB+qW*faplC{y>RyJvqx{AT7LP|!Ix3{a{R#a`^T{*2e>2Yo#5<1cBIV^
zA$8EyjRM)v%pqBB;LQ9m@EznmSRaF#eDDy#@&Qd9f${-mU68pGV*4qK;(Gw-pz83;
z<M#M?H~2f@j3Y$&M2-!%07R<o@-*D;NV6dXd(g%M-=V348xB=60b~blf9v9r*G@0J
zc53;JQ%Bx9bMo)6J-@fSNJ3BVZLNFh!iAgXuDo{fg@3&D+IFj_%AH&3E!1&U7C8j-
zJB$3ah5kJ`u1c4=*s9C5;&)z`g~%YY&gal)`OJB!fhctCEOPBCu<!O8sw~p&DsF*7
zQmT{`OL#eINxo8$#i7EOlVwmNlwcP%#YRc7Fewf?$($M~3wxTB6q=rx6kFR~_IE%3
zF#!DG7oQTG{oxniJbLu?H{S-3{p)YPe)#C&m-p{}^6>ZX-~Gi;Kl-=7zx(NLzWV+9
zuTP%Jj*_x7(sfE&V_jZFd1g+Q+3S(3l;qgR@c0Nuab9Luhp(~DQCID+uQ4?@i--C%
z9cFG;R!UEss;|RXQoyiT<9F?m9DlC5t<}h-ZuaUV9=p<)CEZ<PsBh5Ptt6w0$0B9$
zsWcWjAvSD%*!s2U@o}lKu@Rd$#fERCkYe;&_MY9o*0y545dDaeIXUW_Y^W7k8U?J#
zX~{9$(i3A-;!vfO%w%9|#%CdqPs;K5jT${CgA!&Gr<;pq`E|Bjn>cOr=B*o}qSvQv
zeKst5!)9t^GBt*h9G#k!lok~c^F4t3S9|Jj7TJN+L9qUBPz$sr{NsVCI8dEfse^6f
zpb0McBY<)|7-07V;s=pE!0`z)`=(7B5F!+y;{;*H%L2+e;!@!|1pmtq1v!Ty{uzYd
z;ROM#C#C~f?c-vDKz5?{4a)#@#-J!3h9go^QbsbSr5Q{zjY*+1DNGjOVCHj~A}$MN
zH%#LtJgDh_=`4kqO$_0|)=}81liFeaRU$VVI4;3&u1_cS>VzJx(2WC#H)#C$b@m&|
zPA^}&dggjl#oqDu?wOX_8%tw{2lsST<rcX-UVTosWv5q%O!!i(+~YImdTm8cQ@&T1
zSz^v^&)u<7zwdH)-wVB6mpYoy?yWzwx9L(x+x3C|mq!L)80<UW)$!cEmSfG0$C?^W
zHq}4Z+;F_HcD26d#NLK;U2Rx}UmG0+XU8i1u_z9Tcd&2R(y@ylfdej(B0Ee#|Kk(%
zyFn&5*!}!y@0IbsD`UOH8R@x<@YrDl%@M{o5cVrz=z&C<7Y4e3>@N%g)_X3Fbe~4I
z%V;0ES<&W(WO&rN;h_8l5Rd+sGY9rxSl)l_*vf(7{?gn$h0LH<I*lriQED?Ovaqc%
zXlz=g+pH-p$=Q8qZhU33<G^71Qh)2xz~04yruqKb`N3U_BRls`l}^v(49~cRW~?JK
zmfkT-_oxl9-Zf@x8@5!pY4a<^?gD`=Q)u!rjc&5eK~bA%ay4D5q$@OZt%;?z1XAJ=
z6put%0@+1MJ&stZ6U#7)Cpy{D!^(xPjmHJUW${EDEUAT3E)R8X9B7Z3Y;<tSWXRr-
zvbie0m_w!`_??`bo*I)R1NG-g(A=655l>G{XQq(JNr{LGQ}IM{rhuQpL`)4OIaSDI
z*)0YIM=GWZtSYk|S*<FQQEgI)Rgm6^vFevAMfgAtM<Ep}<%qlEiTDDUM9HLcA<zej
zx7)Iv_7bP9!eOh(%&N|Th|ZI%P-D_=P$}$ksTtIpkN6x0;%igWQ<Lx;F6F79*jI`L
znNEY-BGXD4Ix*X+QCJjmy+-8qm`%_u8FWsE(_wK+*b+eoPf8I>NL&S7Zjxah<)o!@
zQ=^h1p54NTqn81F^c4<HCXR{blq9HF5qw%GogPjTCG(tY*-o9NG2h+RSlrfLRaEG6
zs1$AvuSTUgT37SljSD}$bLF*jNAH|L@a$3ao)d%a)y0=r=HPHAr1Ak|$Ef_zunsld
z7}980N4t)WbONTqufeQ=!p|>H0fmE=uR!x4vf~!}cYF)xj@O{59pHWvJNG~(9Fpz`
zWFPAej^%OZ#02#7;O|J75464pR`~&BpZiN>#~TL0{ngV4Zyud{^YjXI@;49fzkTfB
zn-@;Z^)@$b&+e(O9^Kd4QCV4?=`Yl45B2vBH`MzyYCa^9@l-~VT+XsPwI#W(+I(+Q
zroGN#*lkkpG^i2gZ-5HS>u_hgv+}(K#s0DqUqyj)N2aL+!Idsuwq5PdG8bB8Zc;Qm
zK9rdfBci71GZIx1+c*)Syo_Xnn4YQTWT(e)W8$K#JIem<pWh{r{oZHy|MUl98js05
zupQ%gsN}!?>e0jd_doymn-70~?^i$j=yyN6|Hbbg{`-I489d~V<w{xU^pp&#NNjh@
z^2%koWiqoxOiiV)e>wslVZEN}v<oWBeO+z&9c`w%-8z?v)7xpU+o|?jSq3>pC7~EJ
zw8A_^j#tc1i_>wXTDc&%P~AO{*VXIZwM)6Z*oZn9IUL1Ia%yx~^p?$Ou`%)CVO!Qb
z8?tF_N<yfJpK7!6T}}~)5zAx6+AUn0nPW9`Y-YYfLP<>wNl%GF+d^`Dd<Ka`rDZT!
zWRZ-mHHxW>c)5aZ*Kq`Px-nnsvx;dkkx`-1p=-mR{^7G~9#59eOWc?kx;|>_=E%*P
zLjP*;{XHM_H;e2*(ct+%;XC%@!~qcF>!~085CyO3K}Xd~5S&5B0o=F`o(|v!D-Xao
z5nG3@_7K<(*FH;J6A++}AHf|$Ru@F};Cp^|OYrmnd<S!J0Pa{|hK6j}v~gX~92bCi
z;yMFU0BknHw{1;|jZIHVVq{P_G$xzyv$NPhb|#<4f+Su_nB9;i%TfZ<B^))_x-3xJ
zszd;o#0JhT=Q~s)mj>2#u}33xX#`F!q#q)WN$Pj$b2J=8##gS6pF23X+PZz;|NGW^
ze}CraN4L(uezbFcXZfDO9G^MMs>-)Ya`TL3E)|Lpb26>@USoESA#0bbxWBA!x@zxm
zX?0ItX?K3{NLj_=p8CU0`%boXAKlwFQ&rtxSlpdgFj!JHw`=#w=K8a(doOmigSKBC
z1g0bGeF(SD1IGh$ciaNL0qDU);Cny=AH;eB+5h6H7Z5%((sOCF=Mrv5x-SiPUmWVX
zOeE3}=kie3rJ;a(y|4X+zD|HU%GocD^qd(%?p)Vme<w=V30Mylwi3ubNFX~V^Gm}$
zP|%%Unw;)#F7&%JO0~lZOLk6?$M4X(bKIFFa0WYlCWXDgn|pY^@9^}#<&ieT+U)Ob
zKG5HAV6bNY@XndhqS3Le!Etxr1U&4vkr`X>xV2-*+BIV99<%KmG*z{zb9abrSscjZ
zG&Y*XN>-XEaxGP&pi2}CrIx9)Aa@RJZt$%OR7Qak(Q`V2trJHhl4<x-6;C4Lf#RZ}
zjl*W(7lJ25B_x+CWO8`0!ZF!w8iPjW(5d9q6l!W(Mq&~vAt^m64e7FB8@F*OOc_^{
z9+wieF(hhJX!MrQh|L?><P3+#;L%$-X|(9gp$QRDG;+ECK?zI|1U`Bw=j8^o+H5yC
zl<1D7u(>RuQD-pe^eVYrDi%sGZj?$C3WXSD!YHB<i8LCG$>=m0vaF_Jo2As}-H~5V
z;q~WeHF^n8g0dPO1HZTu)Q8|#nS(;&j3f@7te5I+8lzb)%XUF5$AwTp$)}p+LM4x_
zQ}g^@qsytsv{J8CgZwCkN--T40lApO6Q>EFir4TgoD8v$A&uD_B_i=FJv&`uuQW}q
zW7#xJD?e39jpfl2xJn-C5b~RMHIH-+PK=K&9a}zp_EcN%h|g7Q7dtZf*4;+`)q~Uj
z_U<cp&K<sU{>U4bj|1EZbNbQ!caEWa4Oz0&R}M}>wH}<t2M9Y%?qeq=`VJ2f`E{V)
z7}sNL4txj84%*fL?hw%de8Jxd2nMpBI6&;&56uAF@or${0Q6uU9Wk7rAj)1r<bwzA
zi3<jJ?r<6Kn6?Kw`_cW#xC<1>KJJ?XxW9CG_SKVw0`QgNi*KA-e*N^pH_olRaq-Cc
zrO^WeZR7ju2kUo^H0(t7&YKsHTst~*dVX-av%aPnmCY6@Lqv&3G9h0~H*1AC7Ug!A
zzSe7PbUUkUmK{cYfyJ2PbLE#6l<ldgsI4sDv!kfGXy<l6w%NX7XO2~3h}#su`6-l^
z#)NN5-?~0}{hF|lt;sRrtmH_EmY3~7)s)AxczX6<|L`x59zJ;R`6pj}`T>FL-+q1X
z-WLz<-TnHDj~{;e$Im}{|C2xc_L~oXcmLNv`{<AVa{u0+9{&12Zuc+v(|KZA1}U0C
zr|^^pR@Qbw(Jl<z)moV{Y<+lSNTfne$25n>OmUbwJIm!&<=TmXJzXtMmmc<wSauo(
zSGHmnQzK#M6--7-VtPbMMoOgB$*QS$S5z5yR%%O&5w*n7h-mbLq_{1ivD>yLM@6Q^
z#m0ngjSSh4ks2-Jrg7N`l#Fn>5RC~@GC{IVMb#*&N*P%$Aq#k^bZQ(uJ(-rCNTnoY
zkmG60Bm_u0Ju0C%&2AU_Y;u)_r!YbhMd8wtxTKWW(5)FV>QG<f4vUwvAu(o6c*G`1
z=EJ@RaQ|vg{mmjf&^CC2bNIg`(EwY3F@PALOn~^4KY03?9|G199*g^dDLe6U05{<J
z&)aq)B_4V5At75sLmwkMejE?Nz>fX<cd-7ye-QB<<oOu3<Bf4Kfe`x0un@47l%%+g
z>(@Z8hcQ2{L4f<uJc*+CH6fd~Bt*xOQ__IxJbEB~4$W>fK9?@UwIq)v<FV0iNKkb#
zJj7^oBMwShbuyk&AuuZh775QH7uex?Qwg1FfkVxA=!7n_)Mr;@xm8}TA}d!@y35m4
zZrxq&-SzIdYyWh7^{cmT{p!->YTu4sd2XxDp_lnws)9mOnOo`gnX<D?Ie_&db8eNp
zv?04{kGH(km|bMZ+~Fu_E!sV~d++GZy8hCt_MDO?Z%&gpt1GW)va<R}OX~~$h?^tQ
z;9nj^l-vlK)?XSQ#-9CRe^(H@gUBA7!(;G{2MJ^ciw_Wae2aBFp8XE!!O+3ei4%Zw
zp!wy&$LG>e=f$D+OZ{zEdfEcW-g9}V_v~=b2~@EUcP;dF1RB_TmxqZ1@{Wwzl~K&+
z`<BPL7yI|FPIRKGwZ5{*X4VxK<TX|A?5f>amX+U7wWGJKX3zFwr^d8BC;Q}q-lMa7
zmq+(44zwK@*tas&ba-sf!Kocnlev9k&aP2Q&zN;+%04>d=$~+O3|f1~9laCwz5Rxr
zP0H+Yk;%)J8|VrXRcRv2^%Sv^DwNVhGCG9uItvRMb^_K7e7M_W8lDszb|p^?)trJ4
zoxBXQbvYlL9fY0D#$ug;-L_E1<%w7bl@m!|grhUjF@V%KGKrj)ni3zM8lRAnl$snJ
z7q($be0Wq+WNg&tknjy#A~tOc-?%w!(*~r;srVu;nUNlw61y!jIt0@9R4ST+Gg#C_
zGCQ3q<w#6QBig7D97;~1h<Q?@R&O<$P&|!_HGGgjz>`U(Tn->!g{m-(R;AaQH7c7?
z=Qjf1%~^h5p2Oh+)0eQgd@7YgNtJLIh^<o!`Ens!CZeju41-i**JunfkxeI4i|8_L
zhF;D!tHg3X!w9nH(Pg>yCanZ9%5tGlA&{dDoSDKEl6ayNu7o6(P!u9M`aq2&n4wZQ
zxpJq5p%ze-W(D-#1;||#u+1E%R<HLJmsGcRj!n%UTUc5>efq+cbJt;sD7001l|^28
zo|A7HuPFK5J9qxawbO52eeTUGCtg2y^p%s#w~rsVbMheU?Ll!nP&+V?NBbM0qdPq_
za(Zgu_-Oa)aL0+Uo^!Lqkjh_x_-$eI`K2ku&q7ldWbRPn5z4y2SRM}|#|F<L=mzfw
zOC7Oo502#nNjO0B$6I&|>L>d!s0X;?mAGKIwmd^j<ALnRyF0N2aK{A$-WCTMEsWyf
zfV;Ii`|62>H_jY*_0%E(?&l66(B={xe9Pl69iM*v+~PZzmtQ-(@XnQ$H!mK%c6{>a
zT>HS@?K^WFUV};}5Q)e<UYbxuQK@+zgR<75Z*W?hyv{nmXIGAYM^Rqc&a(3QT~+h_
z<8767JAAnX7Pp!yj9C{NzBX*znuxIVvD-Fm*|dKB*3BUyn_@%PC#OdXWE=y+gpXfc
zegBj9AAI@cm!Ex1AUpQ#-#+@}laKCx{Qmt9|LyK?|M`R8{OrRIe)Y{Ce{=Vj|M>fl
ze)GlsyI=gnFRyhC`}jf?`i@v|b~0ruwkun_yV2gz?6aA~aUo$Ln>X@UsVW)9nk1PZ
z#crfJOpMAhTWyuqZ4zh1$HCFbNoUhjQ^lM#xiD4CN<(E}O2Q_kD$Sp%wpzv6*>bOk
zzPHhB({U3+BDX!gDQx}vxR7o1v=mZ8Y;@QrT1LDEWlUlUy5Z#f3@$C6O^%ieNK!!>
zhaStO$4NvPd`>clmP}2LX3*o<oJ0;kNv@{2eR7qCrqeQ=28mQmWik?2^mqX`)q!EF
zlxC<hpFKafFS~%bHYVZetx+f;*|_nq2H)TFL4UKz{vAO7cc{fvKSF>Fg8iNWq7tMU
zx2Sp{+~<LHJbnasg2*1gZbCSRIsAqV>$hy#4B8IUIzjfIdJ^Ov!+E6A;oJZILBU55
zhZ*qGBf$RYb<aK>5xRw%kpi1K7Bit+LpI@`z=kbbHf{~w92&7LA}%s6BN-QjY#yDD
z!zB(fYKTx-Xy@1r8JDTxGZjLVurrln7J=_#7KE8PDaU{Yb{s_3$c0w5#DP#6t=ORx
zIgApQP3d=QvOOwyiKW;p%eD(MJ+ho4V_|Rco;Ri!@4xxZpKcvLKfI^9z+*GnjcRY6
zwG7WXWlpytGux0;pvx}6tvN5>oS$XL%F<;OS_-RtJKIVc1}d8N<?g7qXYH~1+A{Me
zDyoj`Z8_hEjGD1G=VuU816U6t`^~Ab8&jh%jt-)kB?#F-?Z?~pNkU3Ttjqs`!sFYZ
zejaci<nox<2Xp6ww_xQ2VIK^f;jYW0ohWR5zPJ6wf$kTF`YsRkof_&nJk)h?2(x#f
zIo9j_AnAw32m?EI?ki(GILGIP7W$eF4mO`&93Jjy@H))pMY$b~yQaI58(-1gTsu9q
zuVr_+N2{+dD>=6^cyxO2Lf_u~10BmF?MFr$S0{EIUMQPh$nKf8brQRE+whbFEv|!;
zuFfGFM0EXAj;3C1dA-bEBG5aT5*<ZmpvVnmi3X|YRDl@C&QNHWS~C=MJOb8{1Fz*t
zR2-DF5`F7Pj+JpFDjtwsCgY32*)erzQrRpThVaC*5;i*7MN$IUX|(j@<TzBh;CCw}
zDIqy74zQjO9u=`^Yxt(ETh^}M{Or2WjhiF4goGe9amz+ZGD=?JA~%Hs#1%X_Bb}Zc
zpF~O}WhAC0M#hoikv=CdsX&uu$<c{)5>+EnYUN6!Ml0s?Gg6YtX(@azTgc<5r%}Md
zMIx|qkreViIQCQ~t;VWVo1G4?)#8BSkAr3zQi_0)Dqv(Nu%qYj)FQ4$$9EX{W~Imi
zHK#<NlZp_%q?Yh4I=N9T!SA<TOv$uJk+T3js9MC9^SG!R5ilh2VX2%{jv$4@j%9EY
zc~Vd@u7Q@qMfbNlp2kZ;qqfSd%dwkL_FW>AXA2-Tu@q((*3>lh4~*`gojds4>WQn*
zU0fMk*}J{1I=`VJw>nd0tC2~5dhW#kymjTrFP#Ijzjbc)t<y(dKXnMsvX_q&Evwgo
z$cJXGEKOb9kHA<UGP2`_&tcm>HE;_4^zq))ll{1lbAERC%Hjm#XQ8GGYUXhZa3@fh
zShWM$kv%&L-8(K7pp?T(9rXOWg?k{co*2#tSv<g<*trM#=B^%?#6bS#U|2nZX9Ji{
zOyhBmE#5kgvvBj+%*|udubo-|vcK}&fp;z({qdEPZ(Ta}&hy89dgJsfr)J+cx9|q=
z{o?YEFCBXC+RA%37hk_J^TP3=)#-gBd$-r*IWsj<1D7GEF!>~CGR<mXrd?m|ckIb_
z*X4O?OR^d&3tNU;hiXfzE3->-O)fziHD=uwQe;AERB{S&;v=?f+p=L}_|}Nz$h7om
z8a;(YB9jiEKlq1Fe*e||`}aTn=)q?ne*55yZ@+!`;Ro-3{QH0X>~}x^)31N>hhP0a
zAAR)mZ~pkJkALyre|++9ckkc*=<T1JY1s$Em_?y1%ra;c6p4_oka0^(ZFTi7i8wYs
za^t$EpU6lGwHt+Yqd+aq(8|d;l+>+RUb)91mJ4arl$5yesKn@Sy_zYPB=eYY<dkSq
zQV5TgppdZm9Ew`WQYzBgTZ>I<UgXBj8-Dog=BJ;D-nxa6o{H^x_||o#<Vdxgt=I55
z%p`hRES~}Adkl}BBxI*D(jl?i#-_!|gc*EB5+yC1!-`X?C<--2EKk)NSxO~EEJ{<s
zQbJ8gPm5+z5~chMhm@t2Qe_3ovC+LHT2ty%+roahb|W%Ue)QD$0PbJyslQod56sUA
zRv!5Jujx1t7$A<O^^Kd>tlxkTdB8b=<CwjJ<Ks^71o(b%!yd?$4M^qJu6Z_C8511Z
z<ITb71C{RUzWb!$=LKg1!Ta#jgN);seCtM>^<mpKCdP$RGm=<z*eX(z;?q)-$myvV
zqS7d7bb1C0fR1EuKJ@TZ0a3ipfEXT|A2FRQW>BSUx`Inr@Tf8YT`pw6uuLGkgrk>n
zjdH$OAvDXOqf<CcYL6KQ3u3v;s&G5iKCeDI)8H?#7Pu5XpDw@9RgsOTSfS}`>*(*F
zfBnl>F1>YVc)F{pVta+nl!=t80z^+MTyA|PVO`he`PG?jwa=r^%(CPZI|_Gs%9=7O
zTeGY7W^Zrym+bQw4i)b>)X;QwaNyPHi8p7*U!NI$ZD#V7sd0qT;M@wpI%qq*Z!b*_
z6Q~`K$A71d2WJP$gRNr%5BECm1YZEcewA37cRwcbFtGpm1TF9{VAYP8+0ovs6TQz5
zcVff-GF18_gO^7JP7L)d4InbEb7f=z;J!52b8x5!;C^HRCG7ps)Eyk@Budx^+Ya=>
zkUl!m-IncgW_z4XRi(4t4K>Bv_wKG5?P_e?QS4G`+bgTiE)B1Y@0;sxUl`~@tj+Sk
z?n5J`%X9ftOTOL(YuAi<V9Gu`=@^`_4^Fx}hwQ_%-oY7XeYYBBc6R|+ZKKJJIAobV
zU93(Q$S6VyLn3FR=S6E`qP0z_M{ye;$S%cJUCBjs9D&_Z4o2~EAiJDEc0L=)vM2|l
z@%T(E+4*7?S3pM>JCj3A&qz*6iBC?6hg2ysF*YG4Itmk}4Vy#OZG_5w%eoB_$dQYQ
zON@yP-Ml4i^CnVU;+ALDCx*rA#JVg8iqQ@6Q3>&}NeMBihl@y0O2OpZtkDS(!W9vv
z6o@n;shlT7+?<%hV^PRhmLsDcxp#3f38WM<O5N#n2EJ%CszM>hWL~9IJMA8)%_9>i
zDA?mC#Y;FD$X!wk#qi~;1YCz+;IZ=TI=)3MFe_y`3AXq$Ts-Ju;*)Zfa<);Bo?{ec
z8%3E$sY@r*iG^~=4Mf_|O>xvj1}BNdjHdDudH9RVqiZQiJo1(V&blyWY&yjCdR?|&
zTWB=yFqta##tLs%Lt$C_?&`jt*73RV#p4GLUpaa9?8@nb<A@cUXsvCp^5s`jXlL8^
z{o_j)e|-Jy+gDD$d-243=Z-^7cjwH?&69|YMa3$DUKg-Qzk(9C{S%<=(8iyc9y}K~
zXQu{$?58IBg2;Yx9>p;eL8&~!&>@%)AUiQOKeiu056+H>eQ@CpN)GG}@^k{n!Px=p
z1lAM!IzliX+{I51T*5RU0PevsTVfy|Sl?rV|H|n@@U~xHoxS<o{A=eAymet2$o}4y
zlkZ(V_15_lcb+@^>ZwCNzH;K#Q%i53TY3B3p?5DFd++>-x6dAa?d*ZKF0Q<D`OsSz
zm)|@G%0G2#qHUtSxGu}!gNufm%1urdQ~5@z!(&8e#O@+@LwROPvA;6cUR+yJTjI{+
z!b7<!L`b2D(P==T^3#RM;c1bZBNHRy*{O6jN3P&X@LPK7#iJj6@c}sdS9b$pH34M*
z;~#$e(SQE>v)}&XC%^jfhrfRB)4M<a=7XPo@Uypn^Vz?D_T}C8UwLD-xyI)a`5fZD
z&Z5F>sY*!UlF7(eFsOMfW~fYtA!h`K8s)VMZF-iNo1~F5T~>K|$~F-{L#LxS9f;#5
z<L`ZB=r+4WA>xzbW41;|h9^WsX2i!bFh9>opi@&gEV9+8VP&L+Z(O(e>8G}>SsNb~
zMkl4DC&pkJpAfT+!$^^!kAa$qs}>p>4^v}lX|ZfdB7+o@o)E$yMQWvV0VA15PZaQy
zHCl$w$dbx4BvR~(NFe)SMj}m+$`p`gY^oBu;mOgF8=sC&i_(h4tmxFOPpo_92~3TN
z%A>y;e1Fde{mmjfCg*F{BC(GUtv^llzYy3PfbSnX^`jrGTmSTyt?M^$S-)m2D%>!d
z2LUI(0#^XRB|Bi50D9cw2XUPc*tQ23?%0YyCg}J-0`H7`n}8t>)c)~-0}h{!j#rH8
z*FU=sF7@@#t_j_;IUzPGJr(sE@k#L!u~FO7{ug`i9UWI;t&iRi<8IlOtX^j{n%;Zw
zy^ltk(afkftGLPCmeqSNmTg%sl5E^<48|2OEfB&bH@UeX<t8^IKp-I@p@U;e-ghJ*
zxof>&-hWwnYyHGt<1=SQ5^H&UzO(oKN-mv;E3^ncMq0TD7IP|?#}evwF5GEkVn}<q
zP_pBLpyDwUY?^}0Pzg9X5l1IxL&lD_-GovK%qo!$u&!5ljB2mR5O7*UerMG0z-}w#
zH3q$gV7{p^WDN(cg;8&D(25OmC;&Z+qol+V-R3O0c3|SIOJ`oae&N}x7l#K%e6Fxt
z?Tr|MC5~936C3u@n7OpTh&;G()Qek!vMO(^!3mXeWUC{z#S`kQY?$BIa;>-TsnKDC
zExveg=$WC8M_PBC+}?Elz=2!CBX=hzul4m^XgP4H4J5jr+harM&4J^9b#UMbO#j>X
zogljZJ?`Te8}^$6od9~GfcQgrBo4m54OobQ8}7b24(oU***l(ucg=AB!-Ku2`a6&I
zwjSzfo$l>C)YW>hy%_>GfIGBr^W(kqW8Ei)JI32ujt_Jn@9UTy>K|=u+gMx{usgTc
zR*kpqs|=RbManvMHtnpbDbU$_ns%K%GB`KVabj?2X0Yc-_pU>&b<<s?Gn3J=>HN+q
zXZwVsf6_BB>g^u%0NFbRJp%`WJrn+>RzpdH%w5FOIq60Z&){NfZ48BhE>p7=YQ7p*
zPK(gwAaYvuM9+?CJnUrA_d>ufQ|Jf|yw-&D3b|H~)wUFSaIpXpL6Cq8VNWMj2>2ov
zPYB}!4wFq~a?q}4=fG=*oJGpY%t}hjPD)28OdQM-mo8`J(XD!uL9Jm@Y0TWb#MMYX
zT}@6Uvq>BwLxKSjl}yjf!1rZjrXdt2&#2KlO=c;F%gD(I*zGC-U(Q1b1Plg;mM6yD
z1)nG6azO@W(~$kj=W+Q0K35=MSu9$kL2b}$ydIz1833~LX)GR%4C_t_C(o(Zo0V#G
z{!XLNZe&?B9HWZoH0q5?omQsPs|=X-%Va#0Nfxy!>I-cZUPHOxT<o#h)hY=`sF9gg
zFHgzKpbJS{X%1gQSDD04nZQQN6!12XB`XtjEUC|55sNlO3wFecTdJ!DOUpaTD|<^z
zJ4#{)8f*K8+NO^UojBHabo{`<!9A0E>$@8&n>Uwk-6oXw<>!Cz{QQfLoqy^2`5#=n
z@cpZ2z6aOVi?dH*#C;A?t?-0D`uM47<hCHa<?__fg^2-p&H&IaPxfDiR1MxW<Gpx9
z&yFIj<c^PHrM`gdQy9xHqA)QzpFey9c`+vrK6VUryU9nUN71=M3b(jtM=Bh_nICRH
zGt!PT$d17o!q|4A`^rTB)x*P>1_0TKO#xw9bNrc0^Uq$G`|j1Vp#MF8b^e7%=bpSU
zefRv)=P#dr=G>{v6Jzszedk6;FN}{J>uftS)OTroWUi;<(%9(jW5=&gpS(1A{E7Js
zFI;^1>4)a;9Gki`Gy3?k;X5<^w~lmPKfM1~Tg`zgf0;vLhQ9_mTTG!i6{_lB(Uz(`
z^(EVS_YQ2r=bI*=rDj_cDwolqm5N=epg2!U!R=vE4kamzFqX-o$P}Er-+SyYfBoo-
z`+ot0?u&cxFEHrt|KaU7-uvDEeDc;SAHMqXd#`@~<Bxy-<=a2{{m;Jp+mGJ*@ct)n
z+<k6t=jLdMs=i)x^zg2(=JEo&)GC+Au`*zZ%1Z2g@SkZdEc8nEZI2WeLJF`!Cd>_Z
z)oLY!o|kR0aPosX<X$JNNk~mdV^QJ7l$n*5y?RAr(&{vNI+;(;<#TdaOtMs@KpJ;u
zQYs~5L;8l*iL2vCsgRcBa%s5?N*05X!KP<%StJfKhYl`ON&+=I4Fb`;%tU&2vVfMQ
z6y%wd904s`E8|E67$=eCO1fIhR;gGL5mm3|+jMMAzQi0<yEQT?Id}b<<#FGB0Fg%V
z-&zaTK4h0Id2l(9=HFH<`v-vgPkZTK7TE#Qf8R$hKsNEP2-rY#xW}(szcwK;9;25f
zFrmd3{A;}aX08qf-6DMs_>PkcKu=8R7r*esVE?;(1-xwV-?!r8mc+#^1&X8M)~rZ~
zU%Me;J*aY^=EW^vfw6m9Vmv7$g-XJ_oq}LZ$dT9#4x0(i6A#5<f-fu)VD=7V7ipwC
zwG_T{P_MI<0+xacKSh=tO_CTRNqEJJ%o>SPD{#q~775)X$F5T5(Q15pZNR9D*sUdA
zXN4E)Eo0cJ&3EepL1RJ48Y$G47kG**+y!BS%cb;{**A69j8vCzsR;Nk_D?=>?Bd~`
z$&D4;JdT(}6O6dZV$Nv9QBY(LMx3D%PYkVkrKh~YRYsJftjt<k?<wxBthw0M{>;$e
z^F#el^>#ivGI(oha=N2!V<;TadfgKDM*rsKineM~tVZpgsM&IReCqM3=>@SHkQyLP
zbm+GRK&2z<_Fxx0<niilsMz{CP`Cjgq;R8s#7rLK`SF3LrbbY=$NI2#|As#Ia9`Wi
zf%Yc>_ig*`^tC=b+;(#4z{#<$({P0y=$;vDKhoQRn(k{w5yyQk$A>!SC;E?#3?CaA
zI5yOC{>a3Iqf?l{+tuc#hP~Bg+bx!$P3kHO))g1jc*TZ;EeB@j#~<o%pXk~LkJ(c_
zNCPD<xi`*r%p5FjYjJk;xJC}UhY$OEha;nhL;VMBtpobzUgy?*uA)k%(UYsPWmp0t
zt6vIf8|dUx1zW6OO0_JNg`=_abXKt*ux^zu$k@SIN5hUKyIgHhDa~?)Q6|?)WlD)u
zBF2|UBoK=E0tpX(2V6dz&1G;fOy|*<EDD8^otcr6oU|b|F%=mE0-8AHi(#0}&S7wK
zSzHPePS^&ePAAoI={!WgF(@n~cktk9!r*}`w0?aOl}e}PF*tOtRcm(W&Gf9C_*Ki4
zQnpsj#|<c#PN9<1IV_Sy!sPR53~COpm6S{jB(wMonpP_CJN0D|FY+-xZd<r0>U8I;
z6*8-m8S`tU+%zsd!Jww;RCJ|`u2yl7PXogxF-Kws*+_sdE?9y}g#=O%Bq7=K@MX{z
z``{_>_UUZ~u_h}qCoM5&*@NrT6E?t*Q%vFtvqc(~(WY=y6UoA)Ov&1KElcYu+*4fI
zTcWF1I3mGtPoT2gSKJ=)w1qs4?r3d!*~Y#5c2(}IYTVb@ymN0`ZTp_`zQ*$QQm?mJ
zXnMMH<fX^1zHs}>cOE<U!p(CpJbLQ;C#RnVvM;pl=-i2evtY!51vie!7;x9WUW*gW
zH8DSjW^EifZp3n&V7?)q6+UtcBDF;yIXK8Yb?)R7XJ&8C&0L*6_|*CNJM$pv9l3dO
z;^C>jixUG^rca!KU~^>eqm!-I4i5v7Pmc~?IWqXr;LfXkeaITVcJ}D=7f=55;qyPc
zarKESXMg(q3qQMj=jpi%SB^|yo;iHx$YgJGOI5hKv2<63zp*~FtuowD9^TkgwX1hW
z@BXU2E~(Qjws~z~rz51&xI_|@R&Cx?U2$o4^2HnT&s>^%^jP=hBOO-{cU|b-ce!`(
zjgi*J$J-tq*mHb$bt_V!px{nlqo(DEN!eRt6)}4OJDruiE{C*%R1>Z2Zf;cz)Rfe;
zyrfK8BAJ<*%F4`Okytvt;Ki4}^TikUzP$g*7xzE?;<NjIg^c~Pzx?UVUw`t4-`soq
zm+!stU+=&5%3t6A^_Oq`=&d(@c<;lvKf3qfPp;e<a+O$Qf~Gy;#zt2xq=FcflO}*O
zOv6TN|43|Kw{d*JQ5E%dHP=*?X!xvkCPP+ByNl1sKval;k>t1WoknD6(UFA2$8<eA
zotcx8n-WJ#Sw|;luqfGCDWLi#;UGIDo|2g&=Fkvyh`tQ@phzD{U7MT|myj5@COtKQ
z$D`P7nv#NiokWxd7W=A|DQn}><JVEr69tTH7CAL($ph5n4fKpON=8Z^DGmQj1iTzR
zH%+6W%5AxkD*mn=y81FuNN9wY$;y92Ui+#CR_4SfFtQS}lh&<ThB)tk`=`P8Klnxe
zvd9it{|4Fr9@c^Eh*cx9T$ewH%{P(Wz5wg+s(~&IQ2w`m9P4<ZRVRFDaDYPlkH>|^
zpXlcoZWD0-fRjsBF8kK%72jU7@<CMGs%7zOS0%1rn+R}U7l+9wrl6TA$+=nS^xPaa
zEsx7!@o`aP3OE3C7K+bh1J*@+jugl);3<d#jx*!}CQ<waScd_f5Z6GVRwU4gd3qVo
ztl(NyT)Rf#f`A?QFItsPtMZsN`3~qjFkZD35lJp)B(xT|wLXX3<x@o6mQbP2RiJfQ
zCGK+jmgi2teD3sPr5^vq&iem2+y1NPk3Dx|VtWI8r{ytMafQF81nEz{vbw^mEz!EI
z(fa!Q%1TG1%2CwlE!|OA+fmjq(a>;w>*hOM?cW*fzT4mN#OToZzW(N#`k>xkW-GvI
zzB*7>qzhN-0+V%3cSgq^0jF+an22X3%wq{;Ckh7($3XVQh8>UJQ039o1M6`Hrm`@Y
zePV3j_DCO=?2q)cUF(JQ4WW9wHqiM<fBVgzwx|0#9v|$yJlsAz)H*ZRdUB}i^l1Od
z(e9(jY3*yB8E6NfBaIygcsxGbb!@o*#7O@%*zyCNrzVFdx;u&kh0$QCS?{Ce@ic6W
z*A&F~SH}`gb+wF59GGd}d2Fb4c3|Jsu5IT=k9_dv8^8VKwXSZ%;IMn@NLlYdL36vW
zYali_S=2x2?-+LPY4=t%m|X>8ql;zsu?=3n*&{MI#6Wf|*(FLAu2O0%PvhWe%p$E>
zq%n!HWM8nJ1NB`bhv}SFu0k(lR$vMJHL?pO5)ok(uMml4LIUDNT!9E83dF!M*(@p<
zn?Vqh<KoleGeiur3!!OzB_or{$fEM8TrpcD;)oFa1`3{93V#kEGmnMJ%b_N$O~glj
z^~yDQB&u4havAJqsN(Wy@Z)lt)M7peNIW6#M;R0(WvH>@m*b8!7qPFo8R<D0X;cbH
zqYwu?7Fa1Ez6cKUR*N$nsr0(MIvLBR6H0g_F_$FbQe;B5&149A12%(A%n~UDNGQgA
zK^{ne=*xA8Zr4gHk@;rRSv1JCQ9IQ-kIrIOo0vJwl=bNkKCp7tl4aQH@-vy7B&LEQ
z_o{swhK#ggef9$n^3zC0cTxVPj?zer!C7Bm=yK<mdLw(Qqs?0jc2;}#SNPh?f&-OB
z6II1y;lcxUTZO|`P~{Ev%FLrw#i_E|=Pt~>eB<Kx&dt7X{>1aw&wTgM)6ZT67K5=y
z%;Xm*^NYxiycqP_5U-)3{$`y16}W%Re1nx7L2IA=%6|6Ff)6|f`*+X79`-2wZIB0d
z=}`Z}(}N4CF#{LIyI@B5@Wk-dv7xKuBNr!!&P?`RI6QFk#N^en{%d1XkIv6tnmu}~
zy>+mruC=0ObM?mZqKci7O~vM272ej`aPy{$eLFU{6-Vpbo{-h$Dl9H2Yb-6TFDb5y
z)oiS+F0b&}JONuE;wuR{qxtTlXklr-v&bTI7aC)|O?}r+UVP@^hi{%ccInvQ)ye+Z
zj@@Uv_FfrmxzxAsY}cOi{RggKH89dSytC25W9Ds0$XpelyDm#gmH17*jm0(lw(Y8p
zYz)CoP-#`r<gAP=T3R|SlV!83U;e>MpMQSu{-+<@`}hMW*9n`NzkK@MTd&=F=k@!4
z{MCnVzVgxUfBNNnzq<GO58wRl5AJ>P=g+_R?B|c%9S&4D)r#t>z|mukAo@sH^qj<$
z?4%7^6?x}g{hs~4fdR{&twoL1zVfK4G-9YKH<gzfN+W@y7_BTKcAFUrVWwI_wdt`-
zl1eyq8HXmw%c5tekP(ouAueg{3MM5>#HQgmF>XZ;di%un@EpYq7mlFdR>!YglbMu+
ze^r_3@!6RhR3d>3JW-3qYqi3L5oXIAN)CsTnVlR*N?4b?YDLESwbTW0#~437b&Wtk
zvf0JKe13Vka`PrzW1T$|kYjG2yn0RCgDaMOYe~x5Ra|n0m`$VPWd2`d{|EOQcxiFR
zz1X2IBKzVQ05bvTL{|I4-yA0E3*9;f@?V`_aFJb5wEfMp2H?I>FptF#L-YRCk6e(>
z!T4rL+{$HZRxVw;dijQRYtoYAv(l50g^8SNQdU|<GFVFKnBO4&l9iXor89VFuoyh}
z%OT>B%f{9en2rf68g^U_Q8F%D%14M5Lk3s}cTR+vJYOpnf?lMT5jn_+ZAJ2nMaD4$
z*|kEL&Up=T4~R&5g~Ot-1uVfLcQoWI3Yhb~2ESMD_vpM%mB%ZOI8C8^m8(GGwTeAe
z?xxqCd;9G--<cVhywTS6+QakretPrO@6H`;+h`Vw0=j~zqkLm{V`I2>bGW7{TDK!o
zyCuJ*(NnZDh)lP-@x~p;cI<g*&+be6cRkj+>(K+-o*C=CJ2i1|*ZvB3#IN<1xeBWS
z6)|T?f!fnsz2(m6`16OyZuGZ2I&k35qNNP_bOOpDW5-q<9Qd!A_iw-*lsObYA8vJM
z+lle}LIKK=xBh5P+hgeKA$3P`D`@k*Z6L-!J2n8P`U^vCbHjl0mZN=bXC?+uP4u4_
z?n37dSf3s3nMGt9o<a@R*Lq^O_xMovbZ_g?{<hNxhYk;Ph1_lxvCK8{=^RlGQw^6m
zl`d#CPxbE~AKx?Azh{25?V*8v<69c1Tl#+S{qNnp-rYN@n>ZTm?T=KIoBcjftWv&d
zhjDkCea8Vu%_fVt5X)n(%E-|>`C1pp;1uX=NL}a4R2-R_qcrlgc7e_%0J3Y$V)fU^
zF4w?UmT22Cjh7k3*d+_)n0<4w#pb~M68C~4u29Ms1K%MpmjK*30t`z<ECHWIrvYhG
z)~<<LxnyO+s`!+3NrF6%iYJFq9V+!gHyF@%m>}ttI)zBi$fczxr6sRVOkJOp7?-g0
zTT9~O)+2jGC&gWj6MA|ngAEFjL$6Xx*gBb1E)ejTG&YmM<x)B9JaTqgR&pXaJ&jJK
zuvm127_k_+Ihn~40Z*gUdOhJ#xW?to*We>-F*t0-e2>dwFyfBFsDcTDLqM1DC{z|1
ztR$*L$i>tY225t1*ke^z7yJEgu;TR|iwU~7pxxy)+2tH@UIrz3ZSuO6>&Qu2f((W@
zjVVfH$#X?Pty@bGGgqdu66ivOPg}6r<=rB4RC%PEbyA~T<}_(tg<4y=%3EqKsI!E}
z+_i`G(IeXYQwIMN*1{jV%YN!EyUQ|8iIjII`hR@u;*TCV`@KtZ&pdkS)}>?5UOIsc
zxVvWo?nh9Fc||H5>}wu9HiBh3DC-!!{|(~NurCxkcY@Y_=qsxk@a0ehVICXy*@>I;
zV|UIReC*`tljjId9Zck2xO(RKhtEBI{^Yag4qX`^zj^fh;kMD?*7nivy`vr54<6V(
z+tSruy?IA%eQ6+=uh11p^f7BeG`7*^E!QXtbcQ0kt6Xm^&>IR0!%g8>dui>#f~s*>
zNx#3g-M?{<r(#<{ZBwj%dtqr+s3;Z<7e(>|g&uFAw;<vx4LK@}qI@;m8S_*OwDn#(
zGk5!u(@&l|iQAI1gYCy!x6d4Cn(x|weyIE0Q14t%`<02lL;JV;Wn#wq#H<zZ^klMI
zV|Qw8h0c62UCALa_&Gd&mOx0R%9vaUTU}fn{Lw4_`Nfy;i2o2yb8w0O>t~;R`RT{+
zzWLgxfB4NOzx(g^UjMHT-~QR>@BPpFzyAIkum9lQy?5bC_k;5{4miRlx!7Tp)mFM1
z>WzGMMrKN)&!yV2J>TyURF>%x&)Tx5tR!qGi|V>NVpEg##YJWbpFMTlHab}3x5FD`
z9ro`Qomc^z_|znNW?F7i0yzar&%~7VYZBM2q-3PBC^<Q)iCM`Bq|~IOb#cp=e0$yM
z)k*8(3A$+<48#&LQWBCktX{Wf>H5{H(~}ZuB(jtz#EQ(WGx)96pxtVeV^Rg0C>vNW
z$jjqHf0~<<m7c)k=hietJ9kBEW9D$!Sl!@g+GgKgW{b%6d27<+mMl$*TS3oE5zr}g
zat`3=A4A(e=hc7Np8ad^{o9{FcA|}k1Km<|;82@E7YC4D7{cRExYI0KO3Yst9A(kG
zqc>mBvwzjFqg%&-e{l{^{3rtB2{AhE4^}K&v3Aue_{^+Xxg4!}W-0;eIhm+rT=%lm
zGD+!Ka4-NRiIqp=AXFMlNg9_!<?@)IIg3Ga7ILIQu2hJuAs{<j%430{Bp0%jLbg)O
zQA_z+g~+Isz)REwWLHWpNMlzBEpo0!EpTW>F0II^6Wa}PyG`xP*W1gz;hKWd5;r(+
zUN0=-jsBnok*o!NWz=OZ3h9D{=<8*HO6S(+PXGJopMLq9SAO+h^RsU}a`?|L9(wD0
zBX`d<SNUuqV<=`Tt@4)E`AQpoC7b-kTLaOZ1=056iiw6zbGvt6Xg%;SwCe3Gx4K)d
zwQYa2z3DsCBUgt9_m|Zdz}v}QUhIj)JY`{9v_4QV-_rB!!GlkaAlwbf>H8K3?+YC|
z(XcNz@0h?ZfIHE)FB0k&+xEq$I0Kab2Fe#(b<F39hP}6)Xx{tUAM0toJ3a`(`$PRL
zvqSAi2ME8oQ{w}tCI(K90>QhE4|mUw_M%P<ql@nV#T~QyxuNdk1MM)DKXYj4P=9;G
z2gQ{#-|Y?A9WkrRr?=qde0yERnd5_#!`lzFHlFC&eY|ByduiF;(#pBRU6a$X{=?QC
zErv~-eO{YdCC_sO8Rd1V#vSI0dR;K8w0a~uE1GeU7QWLij^4r7SojdTNtJ9MJCx$c
zWY@cefOVo_H;R;cp+XB-Uqp6{<)w0?SgIEx*M*q9^H@N39_aC6o=DCY%Y}=`&J(cM
zoIDPf%IAU1MkPV2lbV{IoSK%9oV<1eGT!}W4<za)rAaS0ARU#@;^~!IwN%NYvniRR
zTm-wo)+UFVot#ce&!%LMbYit1hOR1;oWT`QX$l@&C*gtorh;yRPNN{ch?J3+i@|?F
zDlv^rr{v~P85A~$4vIdX%fc<KTA>g4OC!-nf1u24ak<?2R*S>s@E|)*DOQWwav@#H
zCUbb??7XyOA(N_y8NQgK6f<2$Y0$37w@Do~lfz>2*sVU4#p2Q%4N?{EQXpbN7$P}2
zmzPSDXE24y6k1${S85HzyN;yv<msx_`MWJeyR|MfrOm#QHmA4UTGVLtZFd(;6mJ?1
zH%xo$o^&-mr7r)jz4903Ti&Rw|Ft*tXJ_;$bnVG>+7r9CeecSNr?1UEarxNu*G|9i
z@ci>vW(jZr&OkB0KR<(p9k33n{G!4gc`?^dU{O8+iaQ~7Ukr<xL_F(4EzIQ6(ZiD#
zQujxXjzZ=}_`rh|KRfZ*+{mrdAkU9IdkK^I6OWxZdUfX5`Kjr{on1Yf%Z|494DK4P
zjqVHuD}Da_0-w7f9IbPNbQ~#{Oqa6-cB!_|;3)}Km2KRIb+@^&$x*)7S-#6$SZ8oo
z8SM31nCq4w32mJ9RnNF8jylSZ*ej<zb&~~K#tR#J3aWO6iW?)5nxb%Jey}1xP@3;A
zE(}E6b`MC59=m-@!^WcrN1nQR=9w#}F?N{mZ=UPkH`ld)re)9JeY;Myx18$Q^T=f1
z#EvZmN(D0^nVOI$&f_}O;E(IYbOk?;#m-{Vl4y*y3?9ON$=sTakyn2Hqc8sYm;3iV
zxcAZfUw(d{FpdA@<M)3DWdHR?zx~OdVLJE6U)=xj)pvjMgWtXR%DsE<fBETO?oK~c
zqcW+4TosR38qwF*>O4MV80UI@%J$aE{X5Enh`#U}Jr;Rov9)D?;n-MsY&^K5$)i^>
z4^I1zPSuu#Bx*^zNyD@mq(T;zu%Jm#Cv8ZC8V;g1ItdaI?AFuBX~|j18?uuVGd8T>
z5VtyR#fr5nSFT^RIw>wLJs}|@DIp~x4hf<wmJ+=nyv4wa&PvJT(Kr~b*))2O(QH$z
z%?6F#sIzHcE~Rj&v_6yBX4JYort;cITT>Y_H3fn^jfqj;pxsuXt+eU|sicIZ%hTi6
zFmlq^x!JiHX-obuvf~5tf3CkF`qxL_AUnW#!LOZwXX0Q1qHzFaIVf;{kL-)!4t!rM
zJYC$jBb{v_6b|A!1hB42PDn~iN=aHDkHXZQoRyKAolZ3DnJI|uBWGmiW|62l6f{Td
zJQe}#bRJPOT#Us+wp7T*Z1S7J(}lw9oufvHIT}LdCNwC7Mwt*+U^=1%2ARO9#%(Op
z++-dC)+JVl+7+_pBV=n!q_iPaQsycMTYO<_eiQ>yY#S|w`Ra(vR1`HvLfS%)Iute4
z_HG>g$q!$@|ITOcz4C)Uy?Ei>mkz!Cy^$YY??2h!(iCe1J-!|^IbUp>H`3$_?+HeF
zN-JiXwq5BsaI?StR$uF_o|fA^Z8y6Q-0E+B=J3GviNT>QO_i=_zCIRp)kQsJg$^w1
zD|bdWAKBJ?y}Rex(Y~k00Oe4zb)Z#$a<uO*u~jE5WC?sn*z3YEK%7AKp&k(D7P)rd
z&f)0|aNuEHx8Nv?=KVG?!|w&$KiboJt-JL$wD7|{*M_^#_P5RUwwxSn2m2ieeryP6
z-UkjmU>)r_>evui@m)an>Av>ky=@QSRU*!{eSV^MdZ=ShV|CNUs>X`aon@u{+jnj)
zfy;XSc;|turza2hHXZKRItTZ;-Fthg8xPc#_H{)@j{2JiEmj}X>xI$^AyC4KMs;12
zxoVRsKMFg3u4z%LZkOq7BE5%;&RuQdNmVSdoGDeYRYsoPAvCx}i`_b4U9J_#Gy<6#
z1;skFZ(^lIsx(PtTKLik;P4_4a^W~EmhvHH7fA&oc-O!(UdUpyav4lArtu6qC6^4A
zW)?k{!lu$$WU5+#AEQ$6WC)IvaOG?&SHcyEIRX&U7&&=lXxuV$xw#B>4vm!!(1fWb
z$t2h3n>{v}UP|Q(C^R-HN6etAFeKm#*?G{*XHavqIB;GdWgwUX4%>7ZnM%YHGUPJQ
z+O_E2%?4Mvur?fSEGVom2-SML#d0|;;ni9dVhRO(21CqdDfwJElfuu-k#d<texaPO
zUV;Tf$S(Ek*fz7#sMi^_D!oc>R4ZI2qu=UK@g$7QJQ|ssm&TxPAn}vPlGHqQe6}c+
z?q(Z3RAZgWJ8CaHt8rd7ST1*OzdPJNSG!|Ae|xvRuGv#R7T(k8+jPKH({3vrwZ<;F
z%70$6{m-$c*A0b#G<knUlV8bTT&pa7;-QJ#x99I%JNeS15B>Y4xfdRud+zc{1iXSr
z_cgK~x`k}kS-8#;aq4K>kpzdu`l4WMv1bRqqi0`Ks{!<{5cp0=;Sk?;bAIZ^DX`@U
z65TWBPhCB7cw|q@-kR-OO1D-7%8H$?_N{vhou#3|t*-pdB258TV6rIfHl#grML9|7
zYJtROaR%MNaJaIpVSjb=XlTb^!Jc{l)?<PCQEzFx-nm7lsa2adoBcbzr3buaWA3tJ
z&dOuf%4tjW5qHCkZ{rbv#biO*M6j&iSGwO<vOT}7K3ZK}T2oe9UK9!E7y5l=;n3iL
zo!3ueYj7M9b?1iK&h$3Vw(mZ1VAr|cw$q(EFORfe9PaGfRGY7ovyxM&8`7jyo`fb~
zBH1l7i=3E|vo4*Mn#hB<LTc8gZIK`U_sjP`|L~I!-udv)fB5U?FrEASi;qA2@a@<C
z^2c9)^u{ab**|^v)z9v|@&21Xe)sqP0|NaQ?|kq`|Di&$oLB>qnH43PEn7YH5ZRWP
zynbc4P*+t9&jUF<D~m_Vi3Ig+2g2>`&TZR8t*yq^7I)JYXUG0XZJEJi<+>~)mqh_&
z&rMCin24H^!OYG9;gn4QiH<5{(wXEO;5#)dgF(v9O;5vOebo|-;vZPIayei<CoL&G
zaecy?6>F9wOMN+z04}HNR;|xY$>va4a-LX+_$G<WY|vWuI=|H(u-Lr@i(79rtCePx
zTB#8g<zuGG&&`SFaFaX%rrV!a9FZxxIkcn{R#v7M0t8IsGt==K{{gQ3(_Z>l?%5an
z>&3@KcwYo}9DhZ5U+m1meFrNZUhaT;B7q%kJ>IzZu0`S7f`#mZ=;Cpf_*O99S0b@>
z>58}&P!c7P)3X8JnJH<R$?!Q$2lo;ybx0*pl<f4pY%(<`k4~l|yNyHT@fku4O&4nc
z(B%TQT)>hESW-Nqc^7eIVjhS}xJ%Wb#9Xa}hi+-1pm*bHi8HYBlG;pazfBjkD7_|`
z!=-XXY>48hXs)W?RaVnbSW@mTEOmw|ys--OP0pxKpC8nQ9frb)F%mIEg2q^Zwxn2F
zJvnso<(vQY>JMIh<@TNbyl~<>#|F-I?>##>w!fmO-dWUASkhfw(OptGP*FWuS3kR>
z>1t=olOx?vjdb4WYrfsH|M9-|JA<81P7XdXJvq94N0mDiGKIsoszPg3#8nw~R24gF
z8a!3qvAWCqT3(zOeHKtYHn527cgOpmo<P1^|6<RM&HKVrIL2cOkJ&q6TmxiZg!OM!
z?SvM7!GxBuvcYhEu#1qzb+<k-(DlUR;Mu;Glf5m#>k|VV2vwgO??2SvMgaOSCh$E3
zp!au7_jlkCi*=%UT7m4x`r3$`m(i{hqdiB_@*f&&*;2PH9PVt~(p*vBTv~gqr~71o
z+kE%l<GuUmdRix&4ovQ9JvOv!YO3haT(G=R!4)%L{OWKiYc`wr_2$>@uojdmAz;_p
z89F=DNXXSidb`l*<r`cAm5D1+GKEqG_UxF(1KIU%H1&|NOBQ780Q7~@qIq9Lb_tLj
z@^%8s#gG+o;W&rZSt#T3#n`a(FpU>U(9YArprg}aPm`UKospH14x>u}gh+TR?km%B
z5Dg=N7DFJH@MK1rhMS9-A)B0>l^LI!mqub{QOQY}aIHz(kW9;=*wiME-l2v1GLIu;
za5-c$i<ASac`k)c&CbRLo5RReO1T&<39xo&(FGhTlS$&RpbP>X4m<S1P<~l)q%jm~
zEQ)L`E!%Fl7l}mho0q7NA0uHXM0xP?vcRlEA<$r41^alB&}uYzZAPROhOLq!vjD1i
z!ogO^<#WNf69m1kifGKF(C4L+X(Tp1o1Gh<O^Hk6r&7e3wDbq!Wbsr}BDaF4?^ij`
z@Xa?AzJKqWc(VK8?xH>2zRexZ>Ya|r9-n`A(7vV0SiMEn*H!pXh5J9u{y!^9-xEfE
ztFr!BsCh<fxl&zv^VHbgC(b-`b@uz0=bpcG0zLb8E}tZ}?F(%?(X&I|erjsLzGf1g
z_yV#MJ^SL$9f1B-VMV^!zvB#2;SLQVzKw8zpFe!_6f$C_Z=5*t^qDhr1Eci?6&^M0
zbt7IwtSnI8P*QK!IsAyh4eil5x5;!BI(5Kfw0qrtuf+ichs)tG+HFRc*AprWRBjFL
z=nU;WU9|69!PY~rvUXR|-u$9wsj@__E;75yU4=V+u`W+ppDEU-iVPSkj#z8v?Nw);
zl^5)lC#}^Z{>F*mreSy4zF@`9#_er;_O#bmHwGNuLYJd;+vd~b;Q5bU9`8Oku>VZY
z?uR;eoo?T8esKS39ODcEbv9Rdlww(4UT%B}ALF0IOc<<XCnV)1XNnm)8VM6u#RDBR
zKYjJ3dw==U`|rH@r{Di}0om{0fB)SNfA`v7-hTC?*MI!s8$bT+!#D2Vf9w6Xe)93#
zzxm|eNB4jA`-=yLf^wxnBV}fiybi(6UA|3QgOxS;KA%d!gGbzYhg#z>Av__^VUm=`
zFe^00iuf(9^7EI9g9xs6DI$KQ+afe;cowuoP#05jr7R95IXx#aDJKP2?^JZ|Vm1>H
z4?st8z=x+&@Y06WE8~_g1&KX7EfIWpT22O*`<PIrr6v;w<B0KEvSQsTxQ6CR1yY1H
z>EudG=8bZN8M(?rsT89%DlI2Dk(9b2Ies;Z&E~MlVqUsVovXJq3}IU3epN8c(_{Hc
zr(#s4mOy@&xqkWo<;MSi_w4_#;7*vvV;28yhzDU$19LdY;Q-qU4s`#UAHRs>3p4p|
zFTwl;OZl&n9eOzkBsZ*CpS~d_CpkSOJ|TI1eDeDBDeDm~nUJ<&Lq>99c3KLimFU)y
zx5dcCCx^?W3Hc0(khxGSu$UB>w-YWj;L8El*)XM%NqD&MD#UOD<?F=)q!b`~-9TvA
zxjGq0%|f#d%XEX^h5%Mm$gB;R6fV2U9kwD~t7=ch=H2BD+lx0ghRSOKC6(Uda!*OI
zt2k_h0bLLScBd&A)`v<gC1Gnxfi@CVmz9Ke?<nn=>wW0p*5RJuj{U~!T1i2buBgIN
z*j7?AT3I#S*f76q=Y{6|k9M}+0FDDdhdQ4aXuH+3|3=roCx^OUICl8a(b2&zyGraB
z1$e^tk`ixiJ|yt=vZxDsv1qBjaH4kmt*+i@2Kx{LcO9GYegv^~0m>J7bi@#T5D4A_
zOotARh=W<6%ze|d6aD*w@hlMk$q|B0ho=Da#gn&z{(T*H`#Nur56r?HuD=Z~b0-G6
zPK^x!*{AwJr9<<M34AXO0PCn3IMEGu;}Mp02#7h{-7+)KadHIE-#HI@-pT3V-P=M6
ztxKfY>MohA**n^}v!k^9N?Ut-L+#+!rdIgtZrOTra@YB@4F{)#W(Py2(8A-@>KD}Q
z(Qj>Y`b)&{nlpJsCO3eap|ddzR<6O$Cy?DKP#VFVV~Svau4JKS$21;$cDTgDOBQx>
zDx|ZZ46vbFFqMT99pYS#aETX)5WX(tz;T!_U_tCAkg&c%b{N-4BwQY!j@}szx~$Cf
ztjx^Z95RQ&(#w&i0e1~DllUCc$yo>{U?7%VK^JMEugv4|aye3_SjrO9GHL8w7AZ5E
zL7{8m<u2Ap=|WK+M*)9hCR>PTOA0kFJtJd7Jm|zgR*iydR0}moC*r}$E}KJxcL!A`
z71?#h`ijP~SY0GsUsAHYw6rPUFIFjx60uaJ5G!RYwVVb=5u=J`RMG=xjS7@_q1dRm
z1bjgseB!n8LX$LP;M?`Mp=ArXbPhWgY`t)Suco{Lws<V$)8%sbR6Zk}mc1@Ldu=);
zAv5*ctJLdqv`drC52jUbVE5;!4`x^oGD>!k4SKmBBF5<k$B}KSlYQbxMkLS7DPO*6
z``{P*|9GhQr&h%)EX}V4-k-5lKQK6cR9pXWQ^Sq<@n^2hKR18q`{$28bLZ4|uFRrm
z|7zR*b=wZ_nnn8>P~S0QC-8lmh<QbC4v1fz%oAhzuMKCwtb;i`Ud8DC`pKyq^V7HI
zkKUe}dG5mb+5XWochoBPdd-!E?uPRGs<Ql8p*tWE8(4g|OkeE`>?jIti3Ljn`H{|j
z9c4wuHdy>e@~wpdy~z%6Gx%e!sy$`<M)Dh*O_92yhK{C|S!bZdVBW4&Z&VwqEbazZ
zc()^Vz!YiKMZ2`c1DeuNUB#5H>X5GHu(f{9R5@pi&bUfv3MwW`YWf?u_UzcvSsbZ0
ztIZXK;i=A6==aYKx14C-e5|E@dSA`4&h4lA_naL&aAxelsgagLU3)NZwt^DE!Qu$?
z5Q$bS#r(;t61vQC7B%nSOv`J(f912!-ur++_Ba0e#r-coyZ_N2fB)y#fBDgGfBycj
zfAHaJ|MmF?Z+!ge>wkLf$Dh9W+J_&1`0;=I&$%64A%ouQHpuu)i=G#Wh$4k%vres6
zu%)65$m%L$p5dWJzn|wYD~t-AUaAlK><5~ylZQ=qor+6Nld(w>cCLUy!cPEv^YSPX
zCX1YyoVIRV`i6Ko!($qso&Y*Z913WjvVJW+J5xxfQ8UxQsY_3eqf^pF92yoz)Qt3u
z4GARZ;jxH+a2Z6;(4QwKr72`8hr{XfcpAc`8jdgr_`hOJ^1Ah;wB*#aD{~Xq=B!=4
zA$~oTl4jDfJsz1OtSD)*ZkaIc>;N-?C!lAFcsX+1H<LiPTk}tA%>ThJ`j_q57rSl(
ziU0Q(&cN#R>vT0Dyp>?VEdo7}<@&ex<69SSe6hdBH!UpX7k(P1@el|n!l-jyVj58!
z(i33dnV6lNoSBF<4VE>ynIv&2G(H`CB3w=xxDavj1U#Aqyf`6192!TqSj19@m?{xV
zNfcJ<>;-okfICMf;;BV|bs;>DOaS*qSl5U_#dIU4#E-lnXVhxU*D9Ux)dWEfmxXPS
znw`aURsPZ{-(r=Oxl4*5b~A-S=5W*=i`npz4;2~0CFWSj5-l=D>s<97Yi*Hn^NIGI
zXZCFy@zykp%eM+j!yJ3D!O>l{@o@dNbGvt6?`nB`p!4ns9AG+c_O{;aX}Q(ccDo-Y
zvF&%pdasX<4Q$?BsL!{^@b51Yc2~rF<q=n`&=!t5N_+~>_F(1pfwAu%9KX@IAN~F#
zy)Czg;6(#8Ul6+yzBCIA`LB8MfOYisFrY)j4&fV-){5CXbnb&aNPfRN(*MLz@6Fzh
z#|VFTq_yJzs^_Wx?z=s3l1KPU`^*SjXnJSiI5*gR4EyvEtk-*HNBdDk+rHSpkMsiB
zry*k>={wTfex$$S#AyGq;hw3E=A)f0=SK!kwl@caYC$T!(HJ{k(bnOs=?+$&-_-1q
zD3Fu2tFp4X$h~(<@R5tHeceH&jAS<3b#}eGOjz6`F07U+?No`LV-M)v1sbbQXmWB)
zfORnC+;FPl0@<ZXmPEmlYq)9?9}GGT;Z%d9QiTRG_61Cbq+M%51Pfs^tFg({7AXjD
z61c>pNk_wu{69Hgs)BS5^f>`v$N_^+Ea89~&wvpfz?+oK<#3g94UrXy^eQqnHw|07
zY<L%^C8y+O<k*A;3s38o+iWtkMP{<8Z6>8f4E81+tWGY{T38gc=WITOBgo?l>0A*D
zPKY8A#{DTNNpUMv6ILVt0<E`E4JjtVtTXw@^y255VV@-8*;LvhUr}XALoCu5E8gbu
zL=ZA7;;{u>8vM5jUl9&TA*9LqRF#n71o>aUSIIQ_f#RZY1@^o)wKAZW_!LZ&T*9X0
z2;kVs$`OefF1I-t2v|Y&7aF8&u^NU>ELnCkWz~c0R(@**dBu8LVzy^RyyAgn>eVZw
znQ2Wl!Cs24j!g1LgA)e}ZlCkKaM|<HWyh_9svG^9@AP~BaH;F}U0Z%+Grr6d{Zg#^
zPlom>ndOc<G*cJ?Mt}Ft#h1>X_~C`)w{Olod-(*A{kcmgp1F7&+ja=w7H9Hk-obKz
z{PYp%(-*T~z9Q6tb21HwdDzb`aOM}?Vi&DqC;M<7sc<(=O%aX%{Gsn$I&*GfVq;;M
zOCR()D)T*6n@Y-eS8a@1-8!C<LE<H>CuO9u{mzo0y*NKu)wOpZ9Ef>ivF*b>12cy=
z*KQV(c^lSe(h*1CulB_10<}%`T~k#Djyfv_9Fbm~d#_kmEzy?i9gXh7z5e1>ThTsE
z!45^?4rOeQp{n0hb5vF|sff;)D$knBPg~25IZDUvu`YM)K<%b}#6dW0A*a#awr$g;
zqr;CJgVFuI8?$|L!_AMMow_p9b83A5mE(QSUY&j7;#~i(odtTc+u$qm!#x8e-T*8%
zd^SCFne*qyfBUCje)i=@AHDzfyMK6-K=%9h{`A}5y#1@6y#LxO@BQjOKKjj%KKt`)
z?|ty<+rRqJXK%gv$)}%w@XU`NYCI4!>Z3*O`r49~)}Vx+Bj>@iOK6m<9cHOoldMuQ
zf&tl<ZAOnnL(5|ED3Y+du&zAVv{~!WDi|4=6gbjkW$|fLF$W8)96CndxJM<EF_y<g
zo1B)Cm9zn|FKE&s&mcze8EHIfo`TDvq@^UrErUxVA2*gFHezUz8oQcs0)JrH1OK*u
z&1$Ho04Iq_DJqS&xV&uVo}JC54b=FQxNj|83(Lo~YvR|gpk~BZc#JWvh?TN7ZS8VC
zJ5Ohm8VWd@`|Jm%+>N`{c6+W+kSq~p<9}An&P`df>K_2^KkcP|Wn}+qr2fB=ec>5~
z>I-h}1e6oVj)t9R-WM`rFl@&@9rcZF{i`3auvu9|e*A^TuUVTxC@<2}*CnOI#pA9I
z9|<}so0OKCnV1BdZdz6@H;=^!Q;x>s(4aPkzlT)FL;x$?Hc)a%i2>+Brb<klfz%Si
z7y{WvEYLh8P_OgY8X=Ep+l5@Mkgbt&^;)Ujro{x_uTwj98kbrLEr`Ra@f6w$E4<N-
z-e{GpDB_6u^#PB{o39Us5yNULF0#f@#m>@VdtrgMC<=2qb-q{YkC-F%?)n1H=B~|0
zUw!QHJ9{UOn)(jO5AS8Q`Ez_lD%(JP{i(hCA8FfvvvcpQu6;MU_FQe-b+vUj99+@4
z-yQA$&XKWegI(MG!2*pZXabd`E?}>5n~DM$MF%29&OpQ#jF@~g`#YYT7<=*1&@-d$
z7h1O7nd*IZY8XR!0QzF9{uF{=Cx`Bi51?&d9KSEN?cW&C0ol>5-$MLrf9E2&!>Q(0
zUnlBze;4X*U)PgeZD-o{%un{7m>Qg$7@QmKJKEiLxUX$?YH)T8WBGx(v4N8#eZcoq
z6GQV8gU5$@rn*~C4)@Ot_MV&=o*C|&Xm6fsZ$3XZ2)~{S{XKg^RVKD>i=piD#?f<)
zgQqsOoi5$AzjDja_Rc$(=FiUcb?vJ@*tf+XOAXj%ZkJVN;(IrWO7|)q5uV(_h8?OI
z+8767P}y1wOKak)^c<C)p|-M>1`ZtK<tnaH$A|rg*3MVixN5M|^ccBA?1nu%L8629
z4JFs`<wgwqcmg>K7Z;djqCiv=h*%;ySFV=8>WIam)0q^4m&v06*=bZV?5#N%{~>P*
z;tM(tZn0_W6LT{%IdmF}L6h?MI}ia7t`F%0Du$ey&d5uJM;w>WlrpGj`x&_;Fhp{4
z({q_Q=+ik|cqC#qNg|0D3>wk4tfOQnNrhCS786dsghR@RUx`4G5ccC1m0KlKu@RW1
zC<>I7mo<6()gpwz@<=d4v>OrrmBOdzh+u7>4iByba&o$q&B%AS^%|?wRa8(=nePj`
zj7FppmpN2^qYf)tAt#r^&K8R4PM68!_Bw3=ue}Hy1e?aFmgv)xDc^n|4wBQ%C99YZ
zEGdpp3C3p_m#_7$TvMKuTfB-NU6SQzY}_IbG{`jNTw4Vt5X>@fW%)W%G&5=H^Vy2q
zWZ5e;%^wA>Ul_vQHxxdj@SidVuO1w|^W=p)7pMRI?2)Ig9s!`EVJ8a6e&HCQfLj1}
z;5$5BAw|dP91C}F<cOXf4g1sp3X^%F77hUMpvr&cGB@6H>2Tj8vxAS#4qZDw@chHG
z*JqFJtKSszMjf_@#pv5zO$hRBbV-#pKcLnM;dquylF+3J2A*$nX>f}k$*<nHb!>3@
z;`zS49n|G1jASZlU2b+FMI_f(?`!WlbKSFj%+fGrtvzC|I-)DwDY6s^H6gXJ(&OLb
z4|duEJ^DbuI)6wN98eeb>5B)n<-O{PE_HRUre;W2bI@FS%w99&h_vUIwv|*jdpt3_
z(Y&L+^3LVs|NYWqH_nV)n;(C4ZuIi;-kWDfuAdpcIMZ|Y(up5FezUh}yH)9R8oULz
z2=XGWDjohpv2S_g#zSwv|GUq>{Pd&ufB)_ue!Gb5@4Wu%AAj}JkKg?Hr@wvWFK_<r
z{=2Wg`~Iu%{N^X0zw_t&pMCz}<NtZ8W?w)D_>(HNbiJO&Wv-*8WXY*&t6b}`i(|!_
z{359a*2e01Dh2jqtJXaDZCWNN>aKKXb#8;c!0ItcVD+SR8!cLy6c_5%4?K_#Ra$B?
zkUcFvK7Q4zbt_hYCMROE<$QilN=o9IHQ5_BP*YRV*T-cguY>8Fke>&`<@ETq8Ee<&
zCMA>765^IUuzDG$x!-zl>9VXGvc=)3+p?*vzo*t1Ag_*J38Pc&=vOUWyLM@2{PLiZ
z6O}Rp+zc5hn?_}`@vo+YxwTcfbB}s!lfGf6-d`xl_bWG61q$89^-I3>PlNA&@QeOs
zk)7zx|LzMY|IOD|Z1}He@dR$;zH8wN8+P#F39%dgUT_9l^<~S5rTWqbS1f4c5W4y;
zFzaDz2L}Dh<ttY$U%leNl`EF4NLUpIJMQ$vl#ImG%w%ZXz=WqV^B9ag1{A~sD&{R{
zr$j=QSi}YsULt_ZjUy&p=0JVtY5?m(4*X*YI~wfPr9y*DWR{DpN|9A1uqb#Y72l$T
zExgi=0Bx1rp_SQ@>}JvWEE>OEAM}{QeoHi9iTaF1UR}teE%fONgXW?lM=a_tj=5tI
zS0wBRd$ggj2ilf`fYBbdI3VDy@mJKub`}P<b-E5rYW5#e?C+86D5XW5B-1`u+36iS
z&$Mni)3W_S>+VOpw%_X6c6EQlo%WW;TH9~;bw4xJKi}0-1?jiY7|;|HTPs3_vY4%^
z*i~KRDlfDY6{_4#1!Ys)nr;qvKX<U_xv|bC2Rp9!pj98jn0;{?56T<{@{3}2LjE?=
zOHk&9FqR(x+ymbi2k(onHHdn--r0J6A<Av>ZHq)Z9D_S|YpnkQhVcEJ(*xbp!+kTO
zgGYz@r~A97`$3lLL>G_3VjUZHtlj6v(8Bj&?T&!g+5WDv&b<eRnoo>29~s!uKfY&Z
zyyNnop3Z_M8@r%ExAEl0*6B^Vo~#`>RJ-rU=)w8j4_!Zg`|#oEa427nTQm{dYA`tM
zCY^=r3^P12jt&;GR-VC*R8~Z*i_xLWbxf$<v{t^(iARoH%fL!fETbv49GwLsIDyK-
zg+IIk=B=1uB7{}Rmq6o<Z9DvGw8)!8BQKSyL}=K#7_Zawm<$5Pg<_^qjG$iz3j#DA
z0qa=n<>qEkD4A4hb{>U<{v#&~G<i~PPA)Z<%AnHeR62!B;W4<?-jZ@xR6&!_lk;*D
zN#tY_HIvHD<7B7ih?!ES3f>+%K_;7<PKSpU+}g9!vluLvfWym5N!ze`H6uISrb1RM
zTfrrZ=$S~^L|Ugu%kdgm9wf3Tr2$7tB)F|OhWox^r2^eK8G#25gF?V0K^HIN;RYiY
zbb4}57X0nSVx-BH>D@bxo}ET(g+*uf>v-jMPCmFKB7szZ`(U9`DMO-$R--i=5&LFC
zoU4Q_!)_}#gOwJK{|A{Uhp)=vsgkLNb=l7NY=0s-uz?&+W7koowM;`DQ&~%s)Y1i;
z*xYR#LAy{nDm9)o<)06hUn*_5T(kA!#$6|B+xo+swwZ!0#Z^~k4!`{5BQIS)^}_i>
zKfX2p;*E#Cf9s)_ubo893bAUxIDhxznJ3Q9-aR$*H2huXCvVS>-99ybeRlHdv4dBR
zjGr6tzI3qj%2Y4B>EKGY=sJ5AIR%65=SDhl5~=GC9~~w_VWx*4pPhW^+L@69yF#vf
zv$nu%E!|yR(bm|YWpfNXv7E{?3DpG_x0=Jx+mNV6su=tWWp+=nDq6F%u(V#O(5+kY
zpop3+$@8$285*siy0>r3k>};M&N3u5?P~LtPgqOF)X|+1PnpzEtB^K&%+;~*W^chh
zt*=||=~w#)OhqHgK!>?>z*;q;j`b=d{kqa|Q|TdZ?5HC;;j0+(NB0H;)j?aJK300}
z<dGL&xP9lsiAzU&uAb<+e6;=i!OlyEM;<wG==S*|w=Ye!G?oT+cE2W6U=7<$D!T)o
zO3Wvpy8XdNZ-4gLN1uH7{>SgX``6FzeR2QZAAbGwkAC;d_uu%@yT5+<lQ;hJv$uco
z(c3?J{pT-z_NPC5`SEA}ee1;|4f`6bj$)&MM-iw68nsX%Ws0z^!qP{|&DF?gHX~oc
zW0Eu1rzWmiv*N*oxRrcX9ti3JMxI5hD6qRcMw>;YgEzAb_KomrN+)F}rsr%(CsL5&
zld}?&0r%LUv-3y{GMIkJ83`K_)~sE&WZCj1OV+Mjnw7MUnuXSWeP&`DtZbO1OnB|4
ztX!EIw|3Qo%K;aNY>h@MHgDOzYgem)#!Xol5A|Gj>e`(2)pXK&QsQzr=CD%ZMdTEX
zm?BeUDQ($BwTikOma5Ilje8_p2c%^U+=>!a&w<*B_Wc>l*8Ky({inV3{}*KcJCOg!
zhXiGA5!n~sN6hV)AY6S3eEOF@h&!|g{td=9%ZcX?F8lVkmp-s$*^;GjnOnPTMaG6C
z8Y!1aq0w{UU`W6^m%+sVQp6C7Q7jS2OA?+`!k0<l%dt>0zDCa1B57U1)rbJ@JdG5A
z7;?K#<54S|O0iunwrhkoz`90c*UQ~Hl~)CDmpcq{u&{l0eZE~^08*UGSmZHBJ*KG3
zP~=n<y3_~^3<Zougjc*H8g@ns?O_PtT-q>^r)=^CE$)rM=)THLd#ZQr+twA1Hg%ah
zPU!k(bzR-kZ6Qj~l4IHLtUa}@`Q+}+54CQ-+Ozvw*Zym*d!OiSyM=?U{m;)#UFq%H
z8L4#Z{Q0JEzCIkYS41rpVN)p%u*CPNd>b91>D>pOI5_^)MBgna-FmQ;$1;83(XJjK
z_5VV4=-r0C61Jm@N2?Cj9I;X#1-Y&lXYl^VK*Gm&^>v|7zlm=BYfl@znb^4xbzL3p
zIghD3f?0=pkB$t?j1C<i89FgMaD0eRtbfg&YX`F9m^ec)<U5b|HJ=>nnC#vU5Bc+>
z9S;pQPY<;mZR@yG1<#uLd_!o5YvWYe=7FNJI~83A3d%N@M|YR*88~pTrn(U!d`3Or
z>jJ$;=yYg}R-wUxc_<T5t}z4I#U>~8ZUTjYEz>QWv~cA{s?x|*Xc-b@mC0ywHA`*a
zflw#YGZi|7yGdau3xgUl+~Ac0Ks=5mNUYEZ@kp4%^I1q(1G2+eh7VMeaYPa}S3u|R
z>3ks*PBknxg~1@9sMM^yT)4wgsbu2Qi0L|RGNG5vBT+~I`V2CxS&=+Rfkjv*T}&6U
zav1Q`%udawWadekiV~<DL$!91k)Od(GDKRD0^f)*IpoMC$8U&Rx-@OwYBZ8Y3EL=T
z>BLM0pQ_|il$<QJFw>-_TlA{pP(w*%cQm@yn;$~nE1OK>QpgB;<Iu@Gb{-RqQW{0T
z=c$z{9h`Vz_vhQBc5LIRD*4iYUS%pU$%@TfmtF&JCWT0V&{(ZTt<`E^NAGgDomPk2
z>e0#!7&6e{+no&yW}}cKl;rRsZ#QSL3u%%lTNz=<i`mK=iK#|tsN(CY`MNTmImooR
z^Wa0IuaJ6nnu<Cs(E&rzn6_|A={d}oPfAoha^=CI!pHhMo;@`U*Y}6889zBWe{k~B
z(aA@Sj$ulFb!Os`+3CmTkKK7_=DU{=26y=JxrrywOg?$`;ElP7M~_3Rew5gxpFrH(
z@S}%^uTBj<jHI@yLD<V*Sa6lcF(h&iPeTVceq&}F$o|avnTI9^8%nD5a*xv(+g4r$
zL%h03C}=WiIby3wTV(MC4HmP2$4E@4BxYl&=R^o&@wWVejS{gXGlfb{%_VKf6_7H$
z<$=)joObXw-`y4phGLC1;ikidP1BC5UZroJSYIy?73melR(-56y3-ZyP`FxUwiZKv
zpDi-1$?sC<cj>}?y2yY&Hf%3H<c`fKf`hu!K|`e3;cqmn{n*{qmX!4(vGLNW8)v4j
zpB}z;vJWY84^L0d4tHNXK5+Ni)Yanyt#yrFmD{4QMnl2;pqb6h{r(SMy!V%PKf4cZ
z{Cg-c=)S!7@jJiy?~mU6#XJA=@>@TB_T689|Fb{+>Vx0^<jvQ9@cBpY{Pp9%ynO9$
zS9x8fL0^r@JC#jM&eHPbau#}MrickAFKCMBQb8X4yz;UUr?oykWgWa65E^7a!$c!%
zWdexN+y;x+Y;&1yI)w%@PX!+_>}*nER>I14>#z-v!%}r^V%*A%#Pu+gr(~ojuU)tD
zL0sdPuUx)--Kynj@oT6VNsR22yv(HR)P$_0_^i0Kao=9D1|DV)ELpQ^txzC~Mynd?
zckbEMk(Wu2TfRCoDG>`Wn^qXGtCW0d#`@Lt^kgBGWYLMNHonzMkJSk_?UOeTn)i>m
zw)8r;?Q`zm9o(}u6!Yl$nd$#D`2GjK=wBAuzZ#+cpZ@@GFE;8p`1^M)oX1PVNgOYM
zz-=kfwy#;W8V<2*SAh(<A`#AV>*Ln1UWum*wy_D>DTx@x^Oy`i3zJbMi^gQrIXo7e
z<%ANpM8cLzIdH<3%LEFUP$?Iw2$y)VS}p*rYXR#h8R+g3Gxp{Nt=Fs%XcaD{*rpcQ
z)j)Ou5%{u*>}r);qi}*XXVbvNGvA>@>`Q^m5b_u!Zezry4?9&MAiGN)^6J8Vn7x|`
zzxRNt&~FR|ttI)^sNWnca)j!F<=dn6TT3<{*wb6HX@7sX_pq~TSift(esi6zF{~}A
z(?#aDwOnXxzTDAty?6KRzRt(myPxPEd~&@1vC*Enj*i{2`h1XeHTe-&x!)M^8KYrG
zWs$wC$Q+BBBO5&>lUtjvjSM|MbLj3^-}SEjs5|g=AL)Ihw_}0%Mo{L^q!UHx*Z#I@
z2Urtr_(F>7!mEU|?XlkWTLVO{>+QiFQ0DLkOy*HQd2HL^E_()6Gecc-qkShv2WCbF
zjsnw%2j+$cPmK<pni!lJ>^y>qb~N=PJt%-Xj-hY|l+PXPK8onKzRuIV9jE&`9_sEs
z)7bJvtgET8z@pN}l%95X>3Fo^vCYHn5X0Fq9|@I4Yr=toSlH3pTvk%7GV1djPMHcE
zI&8{ROsR&Y&~u?-*V{!J3s0eE%5-$4fvGexMQXA_&rs@EGQ3SrmnoS_9amxCNCEwN
zsmeeY#eaq7gyfCr--U9XNXZq-iOd&B#hG*pgPKbqJGMJtAv=>RVDN=3zJLk!1&2dp
zv#EK|8D(XVGIBuR#7!m~<?)DnPCU)a&LyXlNQv3-rjxNG^h_AVFgb{CMW!@`K_k&J
z6UjQUK4{KY(8PHOSt2q^2L3xa5017}a$Z8*y7enoU{J{+r~6Dw43$inFtBqaEQ*vx
z7PB*z61Ze50^TyOyV~xEYE2fH-D9pmCy}7cgBG68W?~r6qR|!LBbe+arPkvL=ND}@
zxaxR{LZJ+~9I%tM!R;FnFz{1WO2z*Vd+!}w=Y5`ut}TgGMDM5f-h1!8pM%~30wlo#
z5?}*J^xiu_00evQy-1W~$#P3^9NUR^6FYIP;}XYr65rTKcAZW3J|AHF?jLvbrzf6S
z&O1jR4jP9#=X-wd`#!~t40sE&;4L1vI~)ihOg7{TyKFuaM0pAe-bXHj55sCfK9V^L
zq`5S05ldA-*B5cz9Ho&W&=zpD`CLr_Tba+7W{E{<99cTkQ6Q+|s!l1avwF{EbKr(O
zv=NG2Dz93uZJ0ZJbg6%2VR~g`YPEZOb#U(L$iV8t*tw1A<tuYbR~8m8EzDzsb8mI}
zlRGP)+_~`4&DD?ZocrYN%KKLro^LF?y1f1r3ipl4r|VNle0y?k`YCF4=JE0*VK2Ys
zDi3|!(in2$p0CcncM%RYGp}!KjGyfZJ5o-4tT9<p6%G#^Zyh>uv>f3!N<*nLTo+2#
z1|n{SO3C2xNpL|?nl+(-yFTD)_InP{sZR2q46T+MKfce`GbK;<COpTmw9^Lc=G2jr
z0|ONYrhO%ImSCsBRjJigYBd#hPo2NyXt1)|o$NLEPFX@ddViNSKIAT&0K}UTecqaB
zZ}pru(&wof50v&r6DLBRdIx@@#vb*B22US<|NfOPKD+Yt%FMmh2@EUltV~~D8hmzh
z`b$qP-CUU1n=A?20__Le5ANS*wkW>$SKs{ifB)xy|F?hs)i3|?fBfPf|NX!J@)v*q
zqo4itcmCza-~Gi8zWwv>|M4$>^sRsX*<bwqkN))U|L)tr`sbhi$3Oq_&p!NQ;neBV
zH6?wAsu3b!m$KbTxs1kU<&mXq9*kiSwXW0gtp=G&3U5z31es>7%w^GG?kPp2ridH!
z_*{B3LV)A`P{8GLnvq%HG%55_rjUf(_1&3yX-Gm$2X~G|E(9wc9#5IOb_23^Zr_!e
zmWJS@!i+tPf@~hOfDO|zy!v;%llInIyV36f+}}+Ti{;U1ab4}ceS2F^wRKAv@~j<M
zh3VNW!lHrcG$5N(BIhwQBA!{za@!?tmm&~WR5of3pEiu1iw~_-v<}2i_a+DW%bFV<
zGH$j`Nc#-H{hfX4_ZZnXfg1?EDQCxuo#4v>&No?eL<$Tch9eT#x9{Gy8~+D$vjE>1
zL}nG`WYUZBA#Wt-XOZ(V8KhhRi=q&*l_H)(#0R)b1wzn8q_CJ15Kn-Wgo20|@ohS}
z5t%Q5b%V;HS6ehPV!f`D+l*?LO^;Vy*lCH{%@HdabBzyPG@Io%DBTFDwCaLZW5{Ae
zSW(bz2qJeWXiEev@qi@}w5CF~lAyIDXekL>D#DiXu%!$IaF01qr5Mgf?Zw63$|S<B
zJ>})z%4)3Op@8#Obao83cMVQ<&8{4u>?v<Wh+F&Nj)uy8Nrm<Hsk1MJx?c>Pc{APz
z?%czkv(HDzo=(p}@YNKnjaU*G`={&`aTmq~Renc#ak!y8SW{|G9SGGdwRgWlt3FGp
z&cSedZ+z(GD9mJfpH1|=nAs%GZ5q&Rapwq#CxYGp=m>Zv5@877-t5ZJxx;;KYbO5^
zUw{@KY&t+cFny%|1@vw>Cyeyp9qu_lbmroCA7<<u(_?FsqpM>h=f_8`OpV`|ow~6!
z4KX_e>|oG=Ess(BCY6rJXTLepxi;UoGBvc?-*;}HcMWc|!^1b4PCeZ}biBOUDAl^e
z_S50!EBglTb*@bGj5JyUetW1mo;-D=abfbr)M#@!z;V0SPL~vmV3|q`2v!<|I*Y{O
zQo@>s=*Mk*t(Bv<a}7?u#>z1`2xLdkuF`NddR$8&Z#TNIbB7>SyM^WebPVBv^{}B+
zZ6dqMAXBJeK!<TU3pOzTX=vP38WFbb*p6?NNX+H(7#P$8_X)vyL4ILYJ|vk!7GDfl
zXK>+216eUOAF&s(qhb0Tek93Ia>>*J>ZUN0hlvxH!QTG%yM@_gRuQXkPhQ@R3|20M
zPi9cE^Mq^;gG|dtG-rAmt1wr^XOxHCR?tLLBBhw67K8sIkPDf($7)q7yCrNkMf66G
zO0U=GV3nr^vly7J5DV2vjgd%XLWx?YF{w>Di8ADmr%D?gfeM8IC!}D=pDYf<0|wlX
zO=hjepj8|6S|d>2gv=O=%Vx8g%r=Y7<?uM|UYp5ngJKwtb~=X?$~+|CAPxdY@&EEx
z)?2%18HG99Gt)o6XV2%}&D@@mzbk{jJ40GPw(vwDrLM;1KT%OLcKF!h>9dPnBO`qm
zM@O#r3|(*QxqP7e>b{;^%{}*<dmr!bdD_}}^=$8zk)ex|pk9uw3=hr@_6*Mr58qy$
z{qWB9H#aYQc<bDk?yr4{S^c%uH&@R;IY0kkZQ}9jBw(FD_SG2z*;l3z6SEZzcV`}H
zZiBdfxG?c-bqZ&IFWkL+V|nR7)qb1OlW;~4)zm^uer<8Ay{;mpgTb7yF;rR?NH)Y`
zQL{zE;<K_StQ@X_>u{JGD=J1+x)udX=kfVNP4)UnO3t-5+betq3yH-M@+?7LO<C2M
zMCGKfWXKrYC)OlP)+VL4QfJ3@t|d{`<BfHgJSWZGv+mfiD=};hcbmf<&cs<yyi@Nx
z>PVh(#7?=wtv-K~%bL<FZDyS{;BZb2bicTB@#U?x`{!pKZ7e*!w0wVk>fZUWH@DBd
zy0JLb-FBq5>Fm*gfwQA~_m=+n$AA96{@1_$$FF{Ye*EA5pa1*6|HDuJ_RqiZx8MHb
zU;JPH^`E}~&42#EH~+`a{_>YU`|gjw|A&9~qi_7`mp}ZU|M1iAe)`4x3)AaEr*AHH
zEp|6_G(=M%mM}P+T(XeC!j08v5xIj(t4XR?Lq{n>-i8f#Sd|<qHUWnL-{Z1KOfQjx
z%<Qu{V}XbjygNIv-fmGC)VM!0KzpY%3P@}+S<2zU2$4}(l(}>F_Rqh)<L&LRsX>lH
zVR|~K@IY!FjRZHFytF;w#A9ZQoozt@DHMvev>a>MfAqlK)?+Ov9ZClyi%L$*DNNf_
zkiL^%kRf0eK-;gBaBLQq%|gec*DVT16wwm-zT@sA-M*$%=B|;*)NCc_32q0==aBr)
z;QKRv(eER&6Y#xRK=Zdg|6ksIi&&j+-}W|Y)2`<8yLN7eOToLlcM?y&^Um&_J2P>p
z%gLeU<x%tVXple_<+I4BTs9?_M=ubu$v7*jC44o^<7Cn;^0Hi{k_uE}0hGr&C8WAi
z95D52nL#TzYKcrYvtES>JlwTy7M<5^jRc(Vdr!G7F|#hHQ+l*=C%kC3O0RSo)E=|e
z2kSYTG3Yb~y@p`G91Xz@-W>HAqkdC7U`_-~sASAu6}44HtQ8S!dBlp{I<a1l*h)}g
zYa(cgM{R)P@|3A0s);3CrDx6#pBNY!ot?eBwmvs7(0Tk=NAKB+$_f*Od8@tsWzWf1
z{eAC^jy@giynL$V^4X65#`Y>#y-N*>a&gLEQ|hb<TgyVOs#vJ5I8qyT#4GL5!Mek*
zrWZdsH}Y((^KpMCmhvA=jT4#aaH|{dd4F-sYmV@%A<XDDed7sa-*lG+h!cwS-z2`F
zX9u_wlJ=?L7gIyeA#x|I>V|MscyE(C2U;CE`a7e&t0P^Qu3wlQJwG+NIx(_3HoP%D
za+N^#37|O;A81Z+=HW{N4?1-2gu;F3eAn@bk&e01{*{6LmGObq<&n#yy%!q}UOUlq
zwxJCX%2rMAY}tu>&0`nZ$B(ynR_WtDQ}N+_wO7t{Tw6ceP-T_y(=8^RR?AbUcp3vN
zXyi)0P;VuC;4L17(IM7axf%;gYh&vj0Cxd;cC`WA3x-%qSE{*2tJLaIT0C%^Q=zo5
zc*FP|+e8~!@p?R}4RVzcZMzJrbRatqmhMa%q-}(RQZ2*~9<UBGcezq56mc0$GB6$P
zvK%&i5DN;@a~K5_c+v3b95$Jb=r{P$W$xUQu`{hGpF*cHv(mD&({o7qByvGfVRjxV
zFP~ai^v*jwbF%W&b`b$bS=;yI?AVjHJ3VX1yG5Bfv_di|CzqO=!!F8~v8hqFStsFY
zWPGKRD+P&<#pSaYLJmtJlxWpflhI=|W5J-+8xit?{CJ*{(1b_~8ZhD2FvLYJ5|7RW
z(KO%=1Oid5(JoOMH9EW98o+MWu6B5>cC!{C@Ny*J;J<pk7V36`T5VKoY!-{x?Qz;%
zX1&d<x0~Su<nSQ`)?qZuc$}iF^mMpReeUgTpWD8B8^&w7Ss8hSh4735uaysZT~*VO
zgFVwnrmh^AySI1YX~W{{`q_`Fy1!U{_6uca-lR^xh#z~DY<*DP`k>;_oz&hdu>%{`
zM=vzDuN`PxK5%Sd-?6!UM<?6c#|FEn&d;ozpPan0IQHho;#VG=|KhFnkFKAGsO{0l
zEO_z+rf>G_z;_@!qFo<u#=za3M`X+(KD<4HUHs_tjhR<hmY-j}FnOlWr}a40&g0Gd
z7l+SWnCk95)L7|pCr!?VP-(dnDwue60MQQ)k5sLsAY+_MFVbmrwRYd}pz~-l+Ug0F
zE7YL$aAAOE)YuBssalfE$V2#UAe3s3)(%AKC+YHl$<bsoA5f?gYD3r;IZ#&9<BOcK
zx=xrJC-n9<i}$!a&}MWtIjof)YjwcV;5FAf%++>Vg#+%jwy@LY*Q)d`i*4Y{sh4-J
zeEj(O<BN0m*QQ=xKL`H&-PQ3IH>RFkn_d_kJki`Wd}exTtmj8R`sTm=>Yx7gAAkHW
zfA?3v`q|(9%a6bR{jY!J`+xl9pMUS$Km3y~{@u5}^ot+-+0TFYoge?jSAO{2FaP|9
z-~P!r|KOW19)Eo8{L4!-FRqM!d~^KvROjJ%D5f)MSs-?@>{fY6rM0-uXf_K$(KM)q
zkPs{Rm_adwOa_vXFyN|AmB`pUYEHhxXi0|S3Xv@84*M-0m(J$Y+ac{#i<D4<LKBL&
ziIBlz!j&W~Gh@f@^qsr2cJ40B%qq&vDo9VqYo14?5}J21X~#Ao!#2>c3kt~LNTQ|X
z=)wJMZHG>^?LQGQ`}z5FT1GY_HyepF<h)%)c{@l2yV$H8qls&`F+*NvGR*h5*a|Jh
z;uj}sRh2EWp3&g^O7+M@s-r7#?6~_g0QYzHsozIr2cQ##c!CO#EZom+f9EX%%HQ1u
zkpi$Bxv$7*BNr9q=jPyffIV<OJ#BYhRz_hKs1b#*31X5UR7XM~Nz9>&*c3ja5Q%<J
zOqjH42f7IZVlfPAP~RaImV*_%neejth-<aXh#Q+$j?7kzMq!0jtlJh1BU#m75p<Wr
ze8#K^=;a<Af$R<~3i1xM+o1IV*=_oO(-`ua!a;K+Vg*JgLgrY&1W))_$b#!+$efDW
zDuC>G1hR)Mn9LUwg<c-MbGB5#91oilu&k+a*3^3I8%qv$^-VW-^zLswGI^}`YA-w_
z7iWj3tD+V1T}AU1%}>sB-#LBe!qN8gZATVcTiO%FPM$t)DNlGBy!LXhIhC|k7JKU>
zu8N98W6D<?HM)<+%dU0yeK<GweDu`Iu`{p7`@mg)IWqKoxc}K`-;1ffm$OK4!(yGl
zchqlv<F^L#1ZpFy^*4Y{#IkQfKk)tK)bKOx-0>|F!*3==KA0RuoGUEpU>bi1CUVn&
z^^pzm;y`zw96LWTdTDa>+RXUX=}~yiU7Q)+YSl4>C+6@|Lt8WX<^ImG;jWd*(W}!F
zx0WYwog2M&y8T?TYU#kSx_Fbu5P+!tcx>N;($f>=^~fx%3)k0F9vc}v^zg>XbF)Xn
zZncn26A~+9zS$zv8Tkq=M{5SrT}6bgdzC<TosFlpvUN71ZPz;lS_@ixCSOPvh^Pt`
z7dm*eOJQ`$;5et<+^T~<2Yd&c4#RomkwY7-G)R;NDSCF1h{tBp*oX_{v1Gtg0@+27
zys6<nW6(efN9@$OOr%$0r%or6VFgdiC!;H2!Az-$29&4d6y~R8XYJ0&$%JiUVSa9Y
zc4l@4oUyaA@%8kgqIdBY*twg{<`(7=&a~v5f}CA@GPdnx!z8(&NWkKVIb7T}Iivy}
zIp3n%3?o#_v?_@Zwr~iKCDWM{8YcgGjnVH7dOS$7QEN03EDoen7R)<f;bAc;o$&QA
zz;;fwW#Z(tI!t<l2+IUm@2Ig?H^@bLgVOG_*ns0Qi5NclDwR^FRjZW<xRaUHYM&b}
z^pG`MOgIq00AFpe87+3R33>2|Fy1UOyh(S10Q=U?%(PqqPoj`%ghaHW60zPEUsdAZ
z@S&NfM;5+R)%hk=^C$qMKwG~Qdl*YTaaUcplwPn`Uhvdk^fsLLH>`#lmjm^4j`A^M
z&7!AiIka~^SUVN0or&ySPV8GPYg(w;J6&DbzPF|sqv<;<V{fj`z1*07eF3ZX<;NH1
zpKi>(I6wb<eeT)jOn$3*$2IEV%J{vd;m0e}x2K8V*QaY!4_C%sU0u5|H(Lweb*{3#
zsp-=6z;wsq{)3GNQ^``ByDpeQ7DLJ&D0c-Lg3+dM4EU~M2(ot<eEzLGi8>Sr9(Tq&
z^q~V*Pf5VxHE1+6mY^V?s)us15O&x3I-9P#^~||@f6h`>a6}P<p~hitP^;q-rQZ{1
zvb&nq`Z~F)My{^W8tZlDI;kNAisycP$sD6}jaA(zudc9^xxFPpUr9tCG@HG0nJ(z|
zo}ZukgAX3PytQ<1eGK6K^y2D+^_fSPN8UVGyuG?`a_`Bb^(Pi5N51_hAOFMO|Lsq{
z`=@{RU%&dVKl+RR@sq#$`Ct9nKmO&n|LrG#{g<D<_q|VF|K#hR{NN8h{MmOt{qdiF
z^u4dV`uNJ)N9*Ul`RMl79$vaVfA-DA@sF=AO}8F76e})<o2$)Gmb5hPb2YU(LJ^Hz
zO4cj65X8Y!iA#d33?1G$K9931Su9~fh(Qf|{AGy}q-O)!5p`t6R#c+F&K;%T$v7ky
zvycvc$`-ie)h-14G^c=yw?KA&_AU(Jcjcv}Q*v@4eagwgK{0z5Y|08LMuRmLDXFd8
zd%E?^@dGDK0wo<uOuKh;3bQ4gBB`KIE-jQw@};r@JskN1%H|s5@dM_@I$0>i4VEjb
z_B)ymd5)d*baZ>V20f#5!PRTUzccv$j9>J7gzQ+FZ~XzLL*cenFd9H^-n%>A$#{1s
z!dwsmkhW`g=AJ#sQZLBK&dE%}^GJIk;@i@8lX7#A!3ujq9+NI$GmyNY#vWZlWK~Nz
zTm@f*fDS}mSoAiN#)7UK@D1!%D=jLeS*gH?h$!`MU|p}Y8Z=HEq+Ry7&z15yk}ia`
zX@eGZ(4q<&RUSCX>JZqfaT)bqv)*gf`;egFvqV5zgRU**DlW$M+@6ft5;0pcZYxGb
zEvc}DpwFQ~mQ>J`@EhYOwDb5d>8?n)D&qE%GDlgXzrH1T@L=t!uECYPXU0#*&$jVv
z+S#S2b&ajA0}YnOQg&z{ba3@x_u}E!@usH1+LmL{2CqO@=?(N9J6;v7wyVLVDNQ&k
z5>6Q06$cH0sKI?SReqtP^Zn_`Hxt9phdW=7_q;dJ{|c6{kf#BW(R7dZJsQHoeKQ4S
z)2U|5uLh6c$)kSDpo5+r5Rb9^mK_b+_7{^w$aEtNW=Hzp8y$Qz4g<QO$7B8XhP$u9
zXl`cs{LBa%cEI}j1cB@qCPyxzH=i6>9_qd{J9=$l5<NQ@bOb$qYKWl9PY$jk1!i{q
z+WZWLeoq!B;6Hz}zGXesyj0ueFRp_@s>*C_4L97WJXyi#s7SdLm9?cUO}%4vm(~wV
z47F6GVj8)DLFXEbYMVo$)-e<sy3qmK8I3ClV!R5Jc)d-axA6^jzTSapJXdYz%2bF`
zrAuWjjb3E3D@;y>&My9K&kkhY0{5+jJB;SAXV;kIV9<%-Kgp!BXk-k{35$3I1_dG*
z$iq6`Y%y36FQAsmq(YQLjIlivKCvwD<){oi@)#TlFy#o75deh+@PaLZl%t@q5INO5
zafE$4<K5l)Ia%-S+y;qAI{xfQE6B}b(;0LUIeX6@i$-fge5_OsI~<)<q7w_XVx+n7
zk&va32sGGuf?&en(+fc#&Sj7(VDU!--k{eG-zBk-#e))wkq2-$;D`eHmsVlW>vS5u
z2Hy8lmBnO*&m0orF{RfcyAFR%E=~&;gGQ%UBU?reNq|x*S3?yq7D)wM`~@%((`zvQ
zQkh_l0>62wT&si<pRd!&{a$+vQ8pS)er6sem+rO&vHYSHF>*6-SkKP*TvpoKg#~#q
z$0@faPDAZwshu~~owGKs`<j+)HB+|Q8GHSlwRXl*J#DL-b2lw}npSMhtAUpFVAG<z
zdfHL7;AyzvZ@TKQS@V_6x??9R>rPCKO~3!(+E*T5djHbg7p`IFe)+wd8!s;{zuZK2
zwC!lm(X&5Wn+0VKSpRrs{O)}Jt?9wrGe~tGzdbYXXl3NRD@)JLFAp7Ql~H;9M~|)!
zo?Rd8oNRABT3%V{4ONHYjj7VQNLjT%QR?uPI-I3WXWV8pE0o(l|4w>Zwvw&j8{+ct
z=~Q&QS${Obuo*Z)+@p%<MSyj}|D0LWc&g>W$KR@M-q7f(X;ehDxec01y)kaaOfS06
z>u(5#_DAD~F?Dx1Yh9swQ#^6TQE``5@|sh*p|3sYtq6w8;?cU8F=_WEQssMfI?LYL
ziaVEQzxd+9iyJeymq(smT6=zF<=*<pv+L9E-9EoMGF}rYJJz)C?$wQN{mEDU`kP+_
zcK_<f-}#T9{q?{9><9nx4?q5opa1kv-+%h&??3sczx>mG`_W(g^1EOA*>^tvpFjP}
z?|tz6`OMUND+^z}fBDJziS@p=FI-=LJU>6$a`<Fb&B?vhtxfToDq~ZNb6-o;U|{K$
z93Z=b%M((WY!a15BGpz`RV7R09D#x-s!WwumsX~2e-}{hv$)N2xF{eh*=$l6^|1XE
zYOtsWvrZ+%Z5j@ZMkqJwS^2rUGDw+)1?hPO=@?ZNa!FL2Z!>mgz*JT)R{7kal4NB`
zqOv?u)mXl_*k1w*TwxKFihR#^w-=<p&7$nFnfb*@Q*DjAxL#ROA+Jjs4wTqio7`=k
z-iDKg=HvDw$3iWKEXPim`$zqw3&G{9iO&Gs-`S^rUyvP`zNuovO$+3ALc5NF_x?LT
z_P0KVRNS=PJ2Lm|%1VdlKO(Y_@UkmEJA;ah08&1(+w!va<YlE5<>kN=p3lZ^h6M_c
zOe9oFCAb$U#8R`$s1YIP2huk9c^eHXD}Y-gx4>{ltF>#j7^)HwuLkEuL3HZ`tgEa@
zZ8Pe8Aj6yW0i(umRC@I?uR#vV9Io9!b}f)y>oOW(-Qlwu;3X0a+F~(BGT}%T|NkPp
zH5o9)f@sVwu&KmwKISt-P`CiNd$fS~WY~mVRkX%cTpy^dO&vZvc%f_QVc)@(Zr_<v
z&&jdi$u@V(vB2RDU&~bWiT>&Xvu(%ck9Qu4)&(Wb6P5d~Oiv%HtF8*f_Z1)5Uv@0!
zs&s3D#r9N*In<V@y58OQ(ZbA!v%_zu`ahhVcs|nmc<}6t(cU-HLm$qLygxaJ%{XLh
zn<&54nE!uSt^jw4+=1qVDa{m~CyMwGM)8~V3ZwY(!RNz$(7wGI+8hN;3_Td{yFPOE
z;%GN4Xf}=J#x^F$HzuHH14({poych&z=j<-j-DNlpu`hx`vkIFk^VL~H9fdC)OTqF
zZZ`dwrUq{G44m8FJA2~dQ2$GRYe%6(Dil~7szwes&$4)m_Fzp(SwqFX%D&;I-tMYs
z*eu|2sWg^CDYH7%V8mIiQl}d-Hz_dP5zv4k54{_jbe)y2-{jG$%xsN?uhQ}4N)8%!
z1i4xqM8uoHfj%8Z@x(M9<9A|Nua`mihRHlGz>Oz7sf|jROo*gZ^z0Zjf*Y??31BJ<
z$+|$u1+JoJhl!00kuhREwu~Zh)kH{#Lo}OI1O^=!k?TZ|JFdZ_V;51;n24AhA(O=*
zk*IL(AQzGf^RhDcq^IqA2Lz#Q?_hYvfNG8gI&h|#&lB@_ObQjEco`QCGcuSYszh8i
ztq_L|3<`KG1_uNFTnzlPu(ebPIbk<mf7r&FJXWK_Y_b`39;emmu%i2RyS%AnMR9R$
zGFcr>6kBaB4DdNr2Af3TP^d`J67d8wP*Ax-Y}aj8n-P)i8hoEzE*6M6EE)b4$hk<~
zR0z1R6hoUPVY7`IH1%@5QEq|^%<Q(CeHKF?=C3xY{8?$_v>h-V$#^#{FO$S0lVzMj
zt(fGrDr&>A-caMbp>a-BHmr{I>#$-jnQ)iR`b!sr#Y^GTax}RTNiJJTr`?s)zVcB|
z$*{X(+EaJV)3ENXg^%lkzj{2icc6b{{`vizUwv`o{VVe?)@PnwSbVs#@ML|nVF#mr
zdGZ02Zj0lf$^+#A@tZm9eb*;?@6Ao!og0He>$A17R~yssU0l37H-+<adu`Qx$B7I5
zy~`b4?G^QvzR13c@)ATkc_X#K6yAU(?qIPyQ0|YEcmo=qkb-~qZ9BPps5(y6Z#m`m
zopJg0o($IXIEtl(yzHG>Y1`9`cE`Cp=lxaXiHb8?O-XhJZTF7CqC$m26%0iinp;jL
z5WE~IPa&i+)f@`%EspHl>#d9WQqDxw2nk|I*b|A`y-81^*->)1@#vXwaeXjSoQ#F0
zhT6XN;l+C!J)b<f@Z|ithZh#^txrF>Jom|?jSudwcO5=Z7q93)b@s{qYv1|m^Pha<
z{lEX#$3OX#Pk!*#5C8Gc{^W1I{PES%{u|>1Uw?e-d!Ic2`s?dod3yebUw{AG&+gqH
zAH6X;{QBDZdw18b%$&J6+WFpv<p;CV6Gx7mtgblGP;sa}8S*L{oBb9mS1KS0s73rD
z3Ok=tgppKEZY&xJyF6kB8yl^?Rkc8N<gKd&ili@QkZ8k>KuIX&(Ao7;gGp}Di1cEX
zSSM8{1Ci#6>Y7m8BvOd!d>Kc|rDFe1=a9fIWv~k<v`iAa5RQ&Qi^k@$`UB2zGJuyd
z^79(Yd?jA3Q$iQ;L0%;n(el&T)J(mK1<6p?bhLjgdaTji5HRm6^R%6c7w;1{98>lT
z1Wul?wY8gjhl2eR;m$$V?+m^_;}`v2Ap37&9RfD|+40U>J5k%--nH%R-P_+mlY*`s
zEO#I~U_B=z6Cr*yQW29%A{XWr<Ypk@l0nU9(n$#9gS!{fDkUP^b|iA#Q)Qc-giNCr
z;?$?pN=-(k4KiN?;#L(_y$bH`E`!0X*SoY@hemDJ0Pewu$ETDC(8OoG7_;j&9;nx~
z3b#%U2QQCK>d{Nwdbv}pz}MS#=-CZElhKEDyvq;>T4GUKJZ6a{><LuV91R;I@TG~G
z6H)AuOffjkVpbor0Nmq2bJTB)_~9C1!gV5Gz{0&WY>p(&fl7O%%$^L|EA}0oZl8Qm
z+BOm|*<Tf?s`HkXK^ABBMY)Rcx`z4V2m1H7)_Kbl24~0Kru(aF-TRM4_3pOHrZan6
zYNO>IbKI{FS2|MT2Tna6nfqXN?hT~nW1TNXI$w=Vy&50e1m)gW6WuSz5!%v^5&Fl|
z(}aGFXyJ)`c0$xP){nyVX8-={tvX<ROZc{>eZ$Wo*mUrdhw5#x_w{f;oao-08-Fr4
zf_~@nB=Xh=FHMhKotwHkH**P+H#F~4!|Ss{=jUJ=4^=y%cZ1jsg$s1?OG8~NBfV1-
zy*CH?Zj28uEeuT04^H-v9BrSeoBPPW@J+|@af2>qkvE&muJMmODXi{l(jIQA>}sf}
zIM5icDDxWOGbDz)8%<*p7_5A#*sw&_>Ill5*)6dm(9JGVn|LZC`gD-!1i*B;k%eoO
z9%(>qiHxPx@R5H`WWl(U;K)Jg1~dnhE3^`YPJ+&zz<RS%W0phPt~CJI0M{&V<I%es
z3`!I7VvK6A&hra%F<_!1rG>{9K(daRJ(JF$VV(#gJw6Ye92WF^0Z)hziK78%b!3K4
zAXdX_jzp#v<Z~EQE(<PPu=?1Bmwge;uAu;e8Xg9lMFm_AMw=uUY3HQFkTVy1OqGx)
z=P|)8F=>@%qn5*ABA=Z@q4237v2l#>lv4=2RwNOs!*)}|=?Xf0As3oyk3y=VQrKpb
zH<@e*N9rv0nBHoqF~N1ht&+<l(|Kg7gv*wJN{?YdAsOv_BpmViyk@frJUTt%Z$$8j
z;Amxhq$QbE(7VBfS?$niE#T>CrACXwYIg+!mElmGK^xO5qD-=}AQR^XBbO@8%PPpr
z&C1Kl&DfonzMD>^T9l?nbG+M7I-*LA7~|vC)RZYcst@;@<ActU5qJ5pqjb<#((fyo
z4VO*D%0^@5BjKt^PxZ95e9T@p6saHc)Xkcc9X0z;uPrZr>Di4h-dTIGHVu8;(@QIa
zh3sa}{si_li-hoPi%^GE`@`kYC#%GU{n66gof&A}haN2tJz5%kwLXo_^2$J8T(22D
zd|>|g$)Wv6+sYgF6<6-7E-z1co07#9{%Fz#={qnzS>jG4EdEMY)FaZ+3RrtGvY}qI
zAQ>lo*qAt&itVkjmMMj<{A?b%fL&3ycm4J)npBWeNO9WAr95{|CX9zTIz!y)DfI*s
zWmQ!T%}tfHjm4!60QYdD$?7PxIHLOxw;l)cySt<9=<(8${r=EFU*ts7@!q<YlP#^M
zVeHV+Uj5}at6zP6?!nr~%S-1UUtD^2W&Qcp)z`P?KYBR-;KFQs{jt`@*7GZqZ|*IB
za(m$mHx@p+w)|>i;lF+G;*;x_`kU%TTAH4(&3*0370BqWFQ5J3&eA70FI*iSoH=y@
z=8(_stUbCka%H9y;q?#aCzem2Y%4CsKH^AKZO~#ZsW7`eNZKl5<Yh8*^6_7G5mx3*
zA5;af|12PT&Gy!PEtMq|v_eYI;XmBiB4ddF@otmLs<zrRPLC<*(7H7uxIQV&YJI}(
zuk?j2Qni{dR}0k~3XhggXB9E{6eh2TE-vDT$vgp>XHmfbCz9|dBkriz=#4sXr%m_`
z5jj)EE8-%HfmK+<!M{5>TP0z7l9Hn*ef=kWryDg#8dQhcU5;XAS(CK8*E>8A?>y~4
z+Gai8={P&={S3hUoqg&*EwaD;xz9s>{`TjIu6*a)pUd3!He`v^+-ypAc5deG{M<dH
zLM+oW(O?wfIya4|oIQD&2yV-y6y?!r`7~M%jh4-1<+HgY4xh^B(}a9F?l)oq2NYif
zWurq<$*={~5Nk$oGo^YBsBtPQk)p1&!)*q+RR)b$r*>lfPLv96v38BZrd5EyY1gZr
zpvLJGF0CBp)W95G=73kcN@j=Y+@@)~T_v}v6?TKlZP9q`I=@>V^nvbTi1-bgU~P)~
z^ijVdhL=;=lER)H*8xK~XpDqRv9LKF0lu3PzpaR^IB6|Tn6RLaMO}%AJry)pR#Xh^
z@3~icva7thzStj+7#)6?krx#T3$n*5o5t&pHV2cHcK=}YzV{|(&YwMFQ(GGoRYNUp
z2TGcP`cRqCf4Zz;<#@-_iHVPwW<Oq-_;6<My|L~W!(DHt#sS3d6O4B-*t?$(cY_{}
z{rE@I6I*U_c!ZVQ8#Lw!W8GxA<AV5>O&uITnE&;-p3uY*f_LH>{J`P&#`>QRb;Hf(
z(bUkb>5=OTlUFt;?OPUemuBEKH?{$nc!2oC!0JRl+WB*%eNer@vIbu9FqK^yMtXZ6
zzF=&uV|}vY>cq*lrJkXg(SuzJsgW1nsc*46|4`a|*{t>3Bpy|Kg@5Q1adC&k+T2jq
z7O?o725elw=2B|3as|RotP+!5rnkz8c3UUb7=hP>P#wH?okgfI@iitMN^9n+EgY4B
zEmhJ*5}HUtmnrd~2>x<fJ27upgDHn$wN8w}1)kBG!KPCvO=6WvqSS&T$7V4o=#k~H
zG%_j;CWRUZC*qJWY%R#9QgJuIk{twh7D8dTEU@Samv}A%d^#4B!eG+iUBjT$=&+a*
zG5H|h;hSL?BS6R|7sPiAsB-diG8j~{kk66J#4@Rvhv!)=g;a`!83ePE^NPqh`C=x^
zC>85OT!V}sa+!l3s}h04QVcZ3YN^<+*ZQqSr(PbkX+u_R#16AKjZLrc*-T!$9q$?t
z0XDNPBk)f)AnVc*WpQN^NJIr7t&n*PDmGjgO3>)!+^igU;{@Cuugz{&gYAUbI~;1T
z^U^?16vRTvYfAVmL5I$$62iLCf!}MhAo|s2@Cuk}at@!8$KSIfXZQ9@As;LSIWieD
zwr|_LZO@K(a<kH?MY;I*)aq>Yw&b8PJgN;3n3E%>_>eB#qYHJJqP=+DUOa3s9&)Ef
zyv4)*k|BTTu&->?T{dbj8FH2m1}aCrl~eAr5r65Kmc#wmS1)|+(akU4UU`0D>hU$C
zxxt%m`Q?QrNZ}r@&OBJ2e6l+GbZzdz(&Rm)!z>a$Huo1MZch*2nH{>nFpPS%H1^(w
z#SgB6omp|RBGsBov=)~hudZ(?sYp0nhihwE$}4I@QGk1yFP3seVzxli9zYjgV)wZX
z4jE6#&CQqR(VbG8+n#dSN<5YdPhh{CWfjq+(VB*%W1~fE)}9@^bPAI}VP)sjAQkke
zqds?uJ)A0TZaUoA*?QtkT|;X;+3XM2n=K`VSmk8@)byGD&LeI6n-9mTT6D2}P=_Qd
z_C@OtR-QUj(y+g|w(jPIzMuZhrEfew^YGHSXO}mgY^=Vzw(;K0)yJ2o-oLkTV`;Iy
zdGF$Q@B6n_zH)!<qwDie&JEw4>;2-b)tBotGwm&XO*I>Xogdy?eR*U4-udCj7bjm`
zTe^R4Vtw??eE;zaGhJ_PFFd<A{&;=l(YcXJ!<_>y4Tp;pP0?7=V%t~kZmA8Vd^(eq
z4P~a9&lfW|V8pphHUSf^?HPK73e$L($<86ON<+nm>RJ?RIggB9USlCL5Dlf_3ZFUT
z(0R0ClY*zwiw$<nRK<D`UBV&pcvL=*%3~G5kd`i>azs=vpUmNrIdF=y!Qjr|#PL8Q
zQfq{2ok*t_>tWj{qVq*`jtFlw27`zEI674(V|ZP%;*h2!C{G6E@u=4B6h$KH`WnZf
zCSOynt)fI-U8QR|{C^m9pOpx+d;5-zcX#Dx?jhx6FiBYgdY+6$lF%qTEEe<9NTf^#
zBcH`AV9=4Jp3NX<(@6-q$ROos6cuEVNm(>n7K5F`<rnb96rq$Ml5?bTt_o~q2~Q#B
zE5#y}L<&1@wFIdyFf75O&;UmbwZf=YV3Tf9D}cxdb8%`EZZ(0<HekAzfOWXV+SGCY
zH)4kn^5W1);0f>40Mh~JGMiFvQOGPX@KDNaD)b_9JK|tWO1E9(cj<y2eaNE=xpiTW
zF6J{PP;Ole<ufJ&=3>7o<uk;C`bc22f(Ce~#KNXH3KysVTxGy{GbTf}gx?tt+Y(80
zd0Fsy^}&_$qx~)WPBxa*hs{nq0y#7CGBUDTJXQN$b^HCvv3+~*4h&!J9ICY^N=&Y~
zjuXdg8-k`}vAJZhvhmuP?l+6mZ{|l{Pxib&)%)S}z#CBG#`@n(0k{XipaY=4818*O
z-1BmT7@>pzMtH-*Dt2@LP!6|P)F#WWACJTko<MdK(a~?#0EF-;IM*S_70o_=_)|p3
z&Wzq1?Sl^e!t4aZ#ejAA!^1NcJi6bw#AB;I030VQ;t>Qh+W%{0-@L{s9^bMs+`B&6
zb$#&U#&~~s?@Z~Tb<5c=YL0y)xBNq9VqLCs;Qz0}+pnsAs`nfac$*TwQa$JuT!<hb
zb-=P1)HNyS*k-%ZXjdTsLt~QYjAA1U;q3~uO%9hiy;-O=^0k}Dt}(Oa8oEeI27_)B
z*}0p@F4Z`2Fi?V5uL4<459u5lcA3@;WS0Zql_n7i;iY^5aJdKtU7J!ZR%yiwwFtq$
z93BI!bPks;6cUm*2;V@S7YX@dp_GX(gULa58=DFd5R=Vhve--x2Shw3o6f`v9-DM5
z?>S5wF^w<C0lKr9bcqmCDUk%hurS!-2^3-(A&qC?puk6Gjr*09$xtGCRmiq$Wm>ra
zl1_)!U^D3<=JY!)9t(8lvJfm79EOk$>`#TuBJ(?SHlvo$guY&=6vH-5BNb>3I*-F$
zqSd(|Xj3cX@U-QzC@QE$`D`+!h+J3%KAxN}0RIlI`EG;Jh{-YDdNQe1CH0w9A)78>
z(>gKe5VJ)*rdeljTAVJ(2)Xjy-Gx~@^7m{@hjaAK9ow*T@c096hnt#}zw@okwB7Wa
zbZY*doWhJEq0pssA6Ev3l>W2YaJN3vYY6ukg5AbYk0m@{i;Xzqqqan^J=yC>^*f6P
zoW+BiHRLK8@|2ExOGbTV<F3>|xTLeAZSaGe*Z%0y#>*>{kFL!<zqaz~^0}86mtS05
z!esv5(&R%d+*fDsElu3nRJEgv$CUo|%+Rf=0r=Dr-gJxO7~Q|QxQGS)<k9^tvB1G(
z^mIdgQ#`I^a;p5{_WFkX#bx!;R9&RFI+!eVhhsKx%;qlk_$mX@B=DRsRpe6S*;EZp
zs^H+J6n6Rd*{wBdbwuxqBRx*cV6k#?m=qG1!Gd1_H<zbUAorj+kSuH5-_moox36R1
z$i9;$#rr(|YMV1@h!!tRE?=2HfBNvr;zW%nQEx~zC&NcWiDqlG!PRuAbYFW#s`mKd
z((nDn^gn%T^utFR&n_)LI5+eB^3v-Yt4}U1VB7xw-HY&pIyc_;-t}`|eQ@EU8;c)a
zpZ(~@+y~cYKfJc^XnAz8vvsAX?fKQ&_iiu0y0P%&()6>dvv|C@)W14%e0}u98^Q=^
z^67=KCmW;pR$xHUIo95CqNZYhEK(b?AFhly7l&dXQz{W)B-RK-YCdd~%n}|_+9+nN
zKJ50xAdW*~*QRRfi|Y*%qYP0;AZ+61PGUve5wF<~WQU;Gs`6??W)*lGA|sz7qUW->
z6utn|sv;Jn05f(rK}jv5b15t_O920HIZq~Gi-mN)fW{Lu`4SdUVtA0!Sv(322}<lD
z5>XU5-4%&BG=-3j;H0gBx46Tk2s+h4hs<Rbx^3ccQ2RS;%s=B7{ip5O!Sy8<<Z+oK
znUJoPvEW0f;L-TxLOOc(oOfaMUPQ_yQ?kkAO&lj@(<r#7WnoQ7r{z&;*(`RRKui`(
zX#z1#gztsj4DMhG2`HGb(NaleDui-Kkgl#)2-ON0(O}Q6G;JZfide6si?JzjH<CJV
zP2l*ik=;goN@`YYmKw+|b7|x#Cr$!rVU!9hN`Xh52juAeohG%%rrm^fL)fDSrUTq@
z@mpk%y0j6uF6uSJ0rY-j0tgOF59q`2G6%%tdaDA4h|3a>nTzAb6zKGRYcOsJR+{1!
zj)qjp=|scGp_Wl>&PoCymsl-lsz1Mj>=b)oK)P`3<m1ty<uhl?qxCL%V59Zed|PV*
z2HvJfZ|$M`gTt?9CO=r5cs|knWcbvJ(a!fLdbg1M<!H}ust=e>6yjYro!;L}jY75t
za3`P~Ub53;0C%7~f%PE9Z*ACrqk}`s|9WEJ{V5FX`<@Q>pt~o;>=Oe|CI+vMAYi?J
z6)W|rQGyshNgzA$`pVn{%;8}dj}HOvM8w<ZCbExV=T2Zf=J0r2A0JvAnpzwjSUY)Q
z_H^gTBfZJeepT6=BD7Rw8eus)*_r@H?&6!;q`p~|vx(w5V8<E-DPt_59HVTR6vG;=
zTBOyB^d^Y`+<3DLZG+w{Gg<-b3X@d<e|W7?s4)mM20nUurGX_?(S#C;Km_MjhC<EP
zn571%!r)dK>}rhMH725MCmQzOAUoh*4G$c%M4<(FoP&K3#?%CZ4y+E9P^pnX?*?!u
z5?nSd<@tnfJcG-jV}#COvZ;k+B1f1?XH%)*hhUe4=A6Z%6LD~bMbL8QWoH)TWfv9Y
zlF9jWItd2ZY&s3aXTngCBjpKIVwnObgd!T0K@u(^hjCBhF$?nrbh3;~SBVjLS)>E9
z+Yr2Nuo(3&5Y}}{q!<zw40eMbUMV&(JZ#C3Tfk=03Q1y~gq%;q(Zis&Ai+{BHp&q7
zh8$XCwzKIxHdUn%BXl07JQzFBilDyFht}AsGr-74$YL?bWFCvD6^gBLrBN!=ibMvv
z436K>+~F<hvieLKGZv#onN)HXWB1!>?{42kE-IqYn5mNLriKGxN$q+&J0p$p?)IE?
z$oh6=P{=Z=uGSFh)%edUy&WoFr#{dHST}~c4S_CGsK*xVx5m0{@g4%)lYNe4KT$yW
z)BwQUi^tTU8z`UbEG{{+GCK9?y~`hN!qcm(%jnqw>n|=WK3SW+y8u2sQrf5PE{p-$
z2`9Qu5!~(R!RzC_FrEd(6FxQzV~-X_KfQI~`Rd$KXZzHNBg?&=14mjspb}E3RTzbr
zRUas+-j}LsPFB^1iX#?R&}2=y+@)SbIfqjgms_Mz7cm7GI%Y8_1rjdLrgAiD-22t)
zm{n>sGWZHInG8Z*W<EU|n;9wH=<*~hDvK+-4<1=O(>rylr{i!(UDaWyw?tzxhi&fe
z_S1{AODB(X7K3jS-y14vjk))GOWQ)Rc3ToAx2=^WHPL|i!lmZF{&N3+`^xn%Jz9Q#
zY4q{N=!+|}FRx=V539O!_b)75U!Hh<ZRO3?#iwgypWI&l>Z9|ISBKtQoBQg+i%-`k
zuTFJ8I6waS=F<CjR$g42e|`<V^wam&Ms6(j-C7=ed1db5+UVWo!G~)jPcBS8T${Ky
zJ+RbsYWQeNsnd%pcL$1{-mux`)}rIqI<$JX!2~x)rx9f0Skx1eaV2aLtFf#x>WVAT
znB(jW$_tg1w<iZwy09~(ljtL^Si}{#s2n=6Nh^l2qC!9w^C)~S83cPa+ID&#m6VO-
zuR>N4l@IL!oy(_jcvLnnBy0iBy?}KoTZl&i4Lv@BUlA{o&nQ6dOfI5lu<>G33V3u9
zpFxy}O_gK1B!y_2qZBcf5|&EN{S3hUoqg&*EwZB%;UJ=gO_lJeQUO)O!4fcs4r9RV
z?EL(+oPs?$IIrjL$<5ybsw1>O3`PO|H*mN`JU*&WAS8)pG>MEUk#TTe11nAkn_?(#
z&@#vr$j3(37J}53lFev!u?{mrqOhV-fLLV36kR1lVYKeRHClBH=TW!-*-9ZXZ<SW*
z)~dam<<Y8L8nsKUa-dXdp!{aH4p`R*kniR(Mm&bFSC1l)-K~pw4KWlhTw0=w_ZqNL
zCzk0jkioV+h~2sYupS8+iOwC5c*bsq$3+Q&?8dO)>`Phwb>>KwwIUYYA1UswuRPmY
ze{g?EDrL5Nb%C8bXbQ4;rsMP%)|W4KbXWSyJ(g&DP5r%*(F$8x$XL?XxbN}E+1E4U
zuV+S}WqUf-`E2C$i_tT$$9i6azCPUdY`E+Ba2MwA=-FSR*WRox<2bCyAy`998v*p=
zgMjsqW+(8t`QfJO4GsGyvP1L!a;*2&ct4OGkIzSlB-z(fLvI!*?~V1}K;Mn&`uO1b
z6bN$T|2wz?)`@U8f-(mqSp>Fjrm+*&bDPunkzNesmq+@>h9|l^Pj&5YIDVjMZ}Z`B
z@{q{eq%hVCRb^cJVVbRss!vcgEe!1`k-0Y4-lAqHtQ>_B;bSbmOn?!zKqZGvo1@n9
zv@obKiFHP)&H(wF9QY2DSL>0(&R1%9DlK2F7pROJnVN|cBN}$>*%k0jGfRywrO~T0
z+F=ootvVdzv2g$2kln1%J5)NmLTv!CLkMadA$()u%*j?@1*n70T_#nC#2Bm-PBlyh
zgG3=0kV%B3Eju$abI)#44zdWdNx9h|)kEzL%{!At0V9q{rGO@ykp`2^ck>FfnH(CN
zc625UcIwpp0vra!EUs28M~W;`T!j?2fQ;N~#24xH3WO2EkrpX5boesJFw0VcV1Vd#
zjYh39>UDaM+3?agY29Wt)CBLu?=VGuF1Xwv`Vb2&N+FbSVkqM%BzpSp+?>pO2<pKE
z6bo2fHdQ7OTCHZM+bO{e9e+;}Ny6bEi(Wuy<?Pvmh-C0rB@Dh+fK7-(#h1c}*MTH^
zv0AS*1wBzKvO`#qqOw_qg8V(?qHMBUqM}jxdV??EEf%sQySC@<+@8PfbG!Cz+mW$r
zcToXHqKKJ&ZN^ZS(sNqrI;HV;>H=qUz7DPTl)>L&3wK$gUA9=aJ>KI;^!}!LoXK8S
zs?S&4>nZLB#5<GS-e_xM&5;Ke&VTLMjZYt}y}7=O0Js+y7YKj&_1Ud-n61c|yYnM=
zx0-bH?9+qS#(S@hbpzkwEq@OpxaFx^ll`CEIRE8)S3bD5_J!LQKfHBus^gf3Nf+gl
z%H6@kWpxKj>-WYhf$SxoV9E{V7W{VIafc6)5amv9+-S3ll<XW@`nKHN+w$`$dXcKc
zVybc&QhK>tMwRh*Q-s+J4vj~X>m-3<91{*z?HxaMe7Uc0w5$8{iLQo*Hisi@(+Z{o
zsir`*tg^bIbZ=Gpk&5Qd;>M0h;;^awL}S&s&tG3wRo_t881Q>5>#R3tE5H3_{%`*H
z${)R&eRXZ%$we5;Pu^djeslrb_W8$`7v9`heX%incYg5M`N?PJ$2W%B9xM-j?eV3r
zKDzMY@(jM1K=#`!FuK77>iN~V#}}ubT%3M!Y2m@@*i8ru7W(fl4?kEPzrQkmdjW1#
z1E(90l)Iu~og-!QRd^%Cu0Yu03|Q?x3(k4=l0d9Fftac&7G<nLW=*Qbq_8pyzy{Gf
z^kxo)0i<>stktOsA%pKWI>N4?O=B~_`B-MrOHE3iTEq~uNgNJ|gSMTVRfLETcso#X
z@|lHXE+RtcOd*pEp9G~q3~9WSBUA|B3W;z}tZ<oZG8LpyKAnys6l`#iIKzN+noQzS
z$tWI;A^-uEPT|n0d=?X45ID8|&fxnqe$jtgWJg{fthyM~LOL1EcqTcY*rd}7a}aG$
zC?eQ}WM)1EF&OMZ7RD<)3Rgho32A&0`gDp+L6^!IkQ)odOmybR(!w8wT%nZW1_t)A
z3IbxlI+W>ZBv^tM4^i*06>Wq>ofxwdIPTmk%;bN2vAIUKp`9lt?a-=gJX(!cgHn6c
zD!{r^t+H<whVVv(%ZeeqG3+%)P(XH+57#(XYQyfWBKmhU>}cV))NR<UW5XT=0iGyx
z6d!Iq6Ea0y=5XAUOc<eti~4P$q$5&iFRAr6l~$gLm7GjPnp&%y&Nepe4~MJVL0Vd#
z=-u>(qXUn|Ch9yTW}&IQH2GkvyRPi0QPFU^?AYt^v!5<@Js9YCFmUqW(5dHRov$al
zUXK$2udmQn!ys-H{WV~{=M~b}VJ?TLmraKm^yxrzfIDi-N)FF|G&BAo4hc}c6Z3XL
z69+aOz#UdL_&G0$wjHFq{#RqYFUR{|&5V4oI(u!T=Q=#)rbgBfwmvz6CY=Cx;zOb<
z$M_wsIz9x%L+^HV0bM*%SLPA=w&_6!lppK6*wfyBsH&|ZRkQa<plwCo`YdDbd+Al5
zWYm3$RCa+I-Y0NZ(QT&+4gCURZGo*>L{}IEMma~pXYwR`0R&%48CNN1t5h7VmTxd(
z{VfIB68!*LZ(>@`m#esPHBYHU8asIMh-KfR&oO2ADH?&sB-UdT?^X~gZx#j7p>HBP
z9yj;w;La%wPPNXi)EE)rDuJR6Yjkw($OZ;CU8$A9<xnIOz(5vlJFH`=w88?I&g5of
zroa2{j%{f>wiTf(he>8;It$EUxX1G8LIF#sk`wO`NP|e&o#!FCQiP$pMQd@HAy^Z!
zI8rtig=`pfBW})yzXcq3BsvA3Fk&)mbym2>DCFS7yPQ^?4&km`flwfXtG!StlSm;?
z(_vMiR_Ni=give_gAS4&m4>h+xj-frfb=eg@(zJ8$gig4kqglT<>w1IAkvW;)B+BZ
z3aXzPBQTxPVKLyOQIMTel#`#Ak&O#%9uQPZ&dTSJm<o;<(^R7p^f^#mbT*UC?SL7p
zSFhEvC_G9Io0iWb=P@Nh4BIRMfsM;Gu$fY5Tz0;lwe52|_UzaWGA&GO=rk2y95w|`
z>wKrwo>NNq35D}GO6@vs@SU^<J1pTdw#ZpWtjihib|t!<30$0UCC<8%UA|No9xd^1
zM{2-Z(rtEBpKb5{^y$4ndV1yKTdS`w6X5>pGVpy7nEq&W`q{=D>Jc*B=RuzXr|#F@
z@)*V6og0R+Jf45PHhXoX>(SEqs|)k5FwMTYgn;-ze17xB+@MFMR8d$lgR>!A+88b0
z8!z8iT9p6+F5r(jeFSse;VE@_%H6Q%b=#y`c0N6GTh^|3(n;AY4c~1w*PFuaDodl3
zViV_!1YDlXXmR*zien82s+!sk9Xio<^1zu>b!{h;l?Q|FL~m8_pUzAVrYd1>7ek6r
zQ%8CGK&a((>S&Mea9>666b8v5zqhKgA{r_8d7bM$_2<qO|LOaqKmOL`Z@ig*ywQDk
zrSH+k)V;MynAkjkz5LqL^NsnJmlj`KoO`@B@n~)A`K753ZY_QKaQzGS*3jU;y0QH1
z^4!x)v+v(J_u;+s@7-L%^~3X1$i2OPZv6J*@QwL_YqPzm8}t2lmWJ-Fj9r<Y>2E#O
z5Q&F$Mz=x})LU@cDGo&Z7FWpP4jNqnliP3hSQI8K$IBvRR*juU7kRCoh}#E52L1-@
zuDz8tw7f!uC5GKTzYPO<y;)(kqRA4dWgM8l^B4t)(xX#yD12B-6i`Und6b+2_}8&W
z6c(AxB0*C~;*t@M$cOn7&cI?epN}La3LS~wd^&?mWiksX)Z7Am7d^iSU(75jViXoI
ziVE=Jr;<oqOv$)BKAZCyfcrc9)PGuJ-*lSE%*jg2%Z4mBtuQyOC^wx}l*?z)KpT=M
z`0y%{BjXu&OT?wZw@8frAA={Nh@=#W3<M`8U%*6GrdqAiYIRCzh9wHj2;~SP!1!H+
zyfzrhnKY38$Tq`VfbWD1h=6tM(>FVGEZNbd|GI$boAY_A0+FmTOxmGUcd3*vrNXI@
zJLEDOHix+R$fahKLIz8DsDr$)Xm;yEzbRPHq1TT2Ofe6@T@!L@(5*)Z13C~gO>v@&
z$M_uq?#6HkWr_gPqZR_|aUC><0+v9^7)|P9A#*(FN+mp{)!w>>veV5cS6a@_?r$47
z(>^?Qe6Xvft*x=aD&+Ha?&*!!Hdv~C3g6(ty4NdxO`&qJu%<EA^04>R$5UO;hR-}2
zIQ3}Y<kR8Pug1Gxj-7or)cJJqEMOgacETl|Sh5rAbx7KO4esMZfNu!jw!+pilYcRc
zL47|llgB_FCbV#a#~EM~*$HspB;akf?HIxn<Nar2y-y|wpDj+F?}wf2zy>Dm*qal)
zcVZ3?M;dI^5xKrJ)Qyolz#Y$nJBL~s?pYotDDjH}XXpAlrn*jycN`l$yuUFONZBl4
zB)OZ1)cY={S6#_Y-N>o9nO=66<*rxQV>I_by7e4Qp3G53DI_`8%RHtGJT-{`S>{B~
zu26E6DvpLgcA{q|oZbndJ1#In7s%1G>x62fSZe{HPK;P~rJ5&KY^u>U=;B3MyF}-f
zY0UT*IL}K}daT+dc-&gG6Z?0YLS>dIb;Pl96WK8=C$YJ71i_%o7RiM?F^3~$K@TRx
z<du(AItBQipO+1)N!FfS7yy#9vj}9T6p8pOiG&N68#$2~htUHU;c+mG;bZwN<_VG4
z0)JW#58XN>zyc~uNMY%P3c$KWpf)2KMybPi(+rupO2g-HVNVa!S25Q4GT6ZLI9#4U
z0B$~U339tiDpJE_8RpA)6K+TTHHArH$^{C%iQol?-zF1_@jk`vl#-iECl!+NvWoID
z<zk*23ws!Z%EUI4D&VoR=~OVjcD=I;j(L#b>(Hh%ne_ZTq;Mi=MkhhSvBn5vI;{%F
z46{jRg^jpWnx8|?%b<~R*#u!Wld6V{R2LVET}+lDFNd*b8;~7IU7v?n)sAhjuqZ0Z
zmrL~xI(MtycT(wU7h78;)}ty{yTQ|La33@IPM8CyY@tp^^o%nGt5sZdIAfj8*lAb%
zlquLoc(JAi?eRXN_lUz$zBWDo>4R%udT<FbufS#Gu;cOR`RS({GcPXAzqmC26kaaN
zNQxl}I=E+RaI2dJ(BGRMy*b&x(Rb=L(Yz0VW%uUl(yNQ;_Xj?>zWDW*w_aYj5I2}O
z={b1G94M(eP+C<RP3$WxkJ#){yF29$BwfC+*&5Ipl6H4(IPTY3S=pqtjNKV~b~4`1
zQ)C-7mL_G%Ns+Ub%GA>faW1ubBaN}--nQdC2alg>>F(a!-CNV%Ro-~2vSjaxnCZ1G
zRwvgwo!(fas<P&2qUDsYp|!NN(|@QfW~oY9fuYW5Fzj_#Rz+*Rv^=$Ns%rYQ|I-Iu
zKmD`Y-~Yp#AKae2cdqa0<r&D|5d3<7b>bx==^tGA!rhGzZms>{iyNOlyzuJU+?!hq
zAKqPgb$#jim4*9j<M&p_UR+xQxWBl%_+WkF=F-sBxxt%DqxV)P@2{aI?w%XFwLElV
zvH$u)?~RrI8_NUpy~j?}mDTz^C3bhQ(;syN!_KhZ;IJ$7UY)Hxm})4gP5R?We}Yft
zrEgDH3SoJqV?iZHq6QuAhVm-B6bm!5VKR@=JrwSCts~?J>!f-U)XGAgh#}=sghILq
z&Nf)7GYg?@rvR*3Bm&kqiwsXixH=$$0dFKYNO0&ZHbP#>R1DIPF-Om*6lUhaDylFe
zmki6ttXz296=Y_@1`UfbsIkCeWl{f6BFtwo=-zqzt+$cI_Ri;b?|LUQeOGRFT7F(S
zoH1dX%>$hXrzjSQ$sxmblf|b&*-OO&MnL0=XdKKOu~Xs0y%Xjb8l@aY85)&bi&986
zatVAlh)4KbD5M63)F>CDkYPoP-vQrSg=@e!KwOTDbt$;+4yD8{M=r0(f>Ma_#Xx+Q
zQsz*gq;|Q~rjS@rYDBooZAgc)s5}mh->D6NIETlri!Edi5a1pK+`Duk^zy)Z0`86I
z+#zs_M6I!{iowvvmVl=X9`OvsZee?%*c49b@db&Px1>B+*%*Oz?QCn$`Ih1N^7j64
z{7}ljZ*TpHx`zEymN0EwmZ3mjtSy^7((!a=v}0e3*;rC$irhJI^rNx=m%aCliZjp8
zM5lvVnM@@r=bUpDRYg$|ikv|pffAAsNQfYE&N+ifk^m)wgisD0#^Y&^cgFUfU3;C@
zyWZoqkFVG3dpCH`z5C@pZ_#b<e(8^W`oqro&wE}9gnD|Qp7;0sp3r*G-?81*ve$`%
z*QVD)ZSTi0l6M~TwjfS6T;SgQVXPN1H5l6udLfMO2;)1^sE+fz2M#!bga;>&4*~AD
zB3>Rkd4i&cA?~{vI;iQ0Cj_k832+~5L-fsy;jZ1`?uVnj3*F62gM`@)2OvJv(+bL+
zsA8W$zgyowN#<a4TN^{-9Q<xrvcvm^4SV~1U+YxY?cwHIH*eg|D?F3xNekp%^jsQJ
zmn}u+F2|&<#b&NX7Q9sW&L=ukc;4P9_c~vb!8C?6dY{dfsZv>hY7$hbD$vX#P^k$E
z8?IU%h<B;lD1$;?YnEwDxW@yeNNYw@j2v<vOz1k36wsvBpq-8QVq#`@t1Mn9<%ov?
zoPQS4h2`;PEZ?1KoefsFuw7k=L~OX)*aDQWD@7RC6*{?CDH0;8RVh-aB>;DU7*aVV
zlTM|?#8RT7xKt`54*X#hrUR6{0nITs!x#?t90&l!G7u&?784peHuh36F{}i-Tqr?a
zN4RAU;&o4YqTjD`CMhk+I<r9{H^}fnp=MCAHl*nF2Aj>MQo>Wt5s8Fql>%~lsO%MD
z0c@YhSAzeO2&0jyu!0nW2@}Y9Og>uU9o9sP$t05y6O(|&LY_Qg^Eh-eGH1cwn-t<C
z{3h5mnQ1<U-2ztt>RuU;E%C+3t}y|POe&K~q?7S&dX+CJ5vuq^G@AyJ98R;x=d@VO
zh>t=ovY4yk(#1e_CS9Rc`3=T2E?0+Os<`8^M?XO)GrAqo=J-YQsW=`(N#~)Buhi(R
z*0^iriPx23WH-8R>JzUSlWHuUTD!l_ky7tWZE%Hf>Rh2)Nolv78Fj9V1}}zpi0iVt
zyt&<W&*id`t2?V}-yS^v`OX^A<c>bLjky=A69D%ETvx{T;f$Lf1&)J?2Q7c-cE_}i
zJi6_v{^#=}kH-mQe=^Z?usHI1W#Y~1#JjuGPbRy*d3g8T{go@(nR+HGQ6f8=mVx-1
zioCqC%*=dmAlvQBO7dp7k~5s{Ja3>ZlpV4-r6g8#bo{APQRGif^N->=ipNvhl%}9c
z6;O%%7JVp~R!~@0**h{{UE6-Wy8UWpYsK06Go`o6E3Q|TrL<U_*%oU~e!;mjmoAi6
z6`Z+}l3tvjR+^ZVQ<717t+2SVASX91&*LsU=Su&@?fPHtt<AQVPBrCx{kZ$D|KQ1=
z{c_{0?a}v-#-A<^e6@oa9Lo8rm-lB6?#?`4pL(@1|7v6A<^9RmTT>9uy+EbT{b|hj
zyUQcb?@qqBH?_YuzPCIAaNk}Wda^L|7zsa%!+Xo)&sH(Wk6{0Pcf4hFvgYAZ%cJ@B
z)xpN$Ti0%s6z3%QkRO}wK?JuaS&t`fjYXmHm=m-8sVPp6RwPH_qu-eX!v&^kwMbf)
zS9ty6l|(Ge*ur#gC@++&Mplx-n3IwVWVdS_iD-_Mp^O-7aGjVX39IFWLI$Cx3xhjD
z!r?*cDdLDlP$08KVsK+zk%UilF<`|c<`D_cJQ^z@mdJbtz605DXfd(qh^Ld|*mN?N
zLBY>IlN$G<4dy@a7yV>scBo--P8>gS>g3TVZ1P}BPl#tBIS7*jxDQfvOw6g+SnS!O
z;waHEqzE!So{Mg4{NF5K@&p{IOs3Nj+jHQ!Ql`_QeHF|iG;~U%T1i|rDtriVH>(vm
z7J^{^-;w<g)>SgQS`O590oeiQY8k+tIJhTX2_M|(6fV8eX;LTIb#8~j>oWNXG&cm@
z`aqK2kK;bn#$(lv142H`%oF51wwE?wI>FMXI<hj8^YeWLxt_cncMj5QaI%wfvcva)
z_%u&Oz5|__+1bwQLZSzvxG}f9vF!TIo1L}I-RG<8azjPMp1e!t*K_mFK}2`#2+1w-
z4qk70I5^sU_PSHyD@-fg>A3z)Z~e!if&IR&CvEjRE%nbjnqKvFyoY~{P`q~m*7v)y
zVQ>F1-WNu8G^)b{*AX7u3CSEl95efOP>zK=y4%7p0@H!@gzF9X9?qWq-r<hTI|1%*
zhdSPmcD^3(-5o=zdgt;Gp>@X&eQm7o&QRA}Upsc_*sb5493nRCqu~wvFtKC@rW3F}
zh_StOuD1nern_mpt!|*9=H|s)=W@%=c{3~WE@l_pRwOnY*EL7TIwDkE$4!$0ZLV73
zpeZh&l(*5jwg{0;DKpwEKCKR3aG^vgkgKsb7pZhYRA<YfwM9v~R;)CLRVJ~<EK!@q
zN~1t&;HyjmjRnSb2_ofz<{GU;rA9lOSZkCT><UY=+Uh5$c$1wt*t35R?%<T5^3fO^
zn3FX~Yts_tRth=b5OR2wzR873om^>9V6g{Sm#V~4rAP#knUDpkJeR{l9Slrrcy8rU
z61bEE35P>ettn($jY_9cK~0C277>@nqR^lS!b~Az@aZvBFyw4dh#Y~C$rCdKaNeV$
zUC&iogjzFbMi|c-d{B<qbfN7~E>l5pF2rb(K$A;ET9q6CE#WZ_6?B<?X9n~co}`o{
zFPMC43=K>eEuI0Yz=ljajSf;i4vooSFc1l(*C@0KBG)caD|M(u`N&)J!@BA5d0ZB=
z1>v&9!M`3f)njpG(;#64Wi(icAp^%|G8zqfC$j2o#!Tdc=VZEE=!;23IkH-2kO<XG
zI#vZvvngF5FdzRck{8E3jS}XcefsGaM?X7qJn~o+n=GI(tzvbi#&KThyednqk|$Pc
zoHuli8m;xJ(OGSA->~~`IfL~{srBv<&MkLZZF1VJ#LNb7UP~~iIgrup&juks;LUDN
z@}2AJ7<vC>>)ZW}uO8jO<PLCuwLS${$JxI#hM65<bi|N8*$+TJ43j7DJzNF{Kz}+j
z@N91A(O4I5UN29)TAp||JGeR2_HKRR=Z_JkKHpe=#wHTl#M1M*c^3)_F5;lGH4p+D
zpXu^uV%47H&vpk>k;H-^pEzFp32OAQXi7v3<@9L)sz6o0c07eo=6F@!a_70m<Z~lw
zXJ&4;++TT6cdMuFT6f*~_L_4Il^5zNE?+M`lXJPG=t6Nx<%P>v%CB4~x=@%`mXlRd
zm06LQQ4|Vf7N!I)q-Es<3Z1r4waxM`D@%X*=HZ9U*|qMfsoN#nGdKSAm-B!2?cHy7
zN8fCYefebZ?Zdg}_a^r5PQ183`)YIP;2y+sbFVh%4(?4pzdL~m9fUkE{n_d`9sr)N
zPd;58d%7})PeCgGbZzu8R_(I`59f!sm&SJPj69t0yEoaoGG6;=v14bkZ?*4sS7rI-
z%=AKEAS2lybb3N=PpZqEWP}+Fnt7GSY)M2MGn->qsXgGE)M_FbiOI?IhtfPL7{-xH
zli|f&pDjc7JcW}V%ER!k;Hivqi%D+PK+?|B$~Y<<DI3Z<5u41SMv*BIamZojA^48M
zVo})~8VB?gkHHf#`Gli{Cz1-pLc~ju>C~vW_)}4&(@~U2;-F@Z92JSGP$=hd5Q)sD
zl70Yif3#2iWRV?FS~$^Brz0XxMn;~Bi;tqx;%HcnkRvJN==j)3Oz|`-#G^DcUB!{3
zNVHfsI7}`y#9SF{HE^-%K#W@zQlwiO@aCX}4q9zG1b2<fs6{Ni8iHPA!iR@<1(fg@
z*ptF$H{yy-I&A405bSaXuv@Qk>(y?Z%8mPf!grM<Q7uW-NFn}l8kH{eVY&=H4<cmI
zYiv#>U|s8TX?;mL0_eZv<PS&qFwpy~1hR*RccS_&+gDVQe(p@Dv@lQva0jeshI42S
zAwJ8U6AI)PdW(x(`33H*icofQVc}TunZBap8>Pjamo5#~U7fGJaHp!g_43&?m*2&+
zojwwIDUiL~+SYR6N~+ddo|wK_ck9Dg`@wL_Uia-6oh`4s+Mjo}?RT{9cecOmflRJ9
z4Ab3!^_TtaAA#(!s$nx8R?xkJR~?i1_c#s)9!qwt+CPSc@qqQiDgMjJVMNnl)qdC)
zgN6GCgx6vGAL)KK)DC2SGu5{{(YM&!x;BC47a%*(9P+sVQ1Q^q0nl*+WdA1x9hzTO
zMiCTGAUiO9wx^ju_MYbP_PYMY>Y6K+S1O8Xi!vK7R}>dr6e)5(=M^1gR2=1AKEl4r
zm1QawKE9}gCB7sPSwH7mpexf!m4uAjq)-{98nX=Ib{q`pD%7rN<x0IwWfp5JVx3K@
zv5Hk@fzrrRnRps2UuzYCmJcJllt6Zk7<+ci@|fAJehswoFn&P@25=8E`Eq<ukn`BK
zgNoO|`({#WU@V6f4UD%)7#;(-Qk6)KZd8o~VtuJf0$QFg;sDvf)k7PP9(HOJi4{lV
zk?Fz&HX5&>`U3}!Vsth7FOjg#<>N_~5l3UiCde2fJzpiIA#{evVMA?)_b3*J%;Hlx
zQs{k7Q^X{WfhA0YACAH2k=aU-nhl8xPhy4cA0r8m3ke)T^28jvQ7QI2jHoIMIt*xf
z%?Wt?jwAt{qe1%ySB|Ydmm!b{h`l<42Dx7X7eXU0M~|mrvktw60h=~xlIJGrQ(#AP
znVb%*L2pEzEwbe-Cc7OyIc8+i@RO`6uft@AXitf3TRgBJUBZannIkDN(d|I-yUP(U
z8{j83C88)-Y7z;}Vv&PM*Tftn$!UDj$*3>D$DfEe6%`*J5l@RuVDoJvWs1yPEVEsZ
z*se-#RSH|R##XJjR+*gD*5sQGf1Nv}!IReDO|SQ6)cG=R;n*`9lCl~-sW*~+)t;1Q
zcP7fzTHLAEi%V{7%+LPr!PZxg?*P_6Y%RRGKlA$TG(p9$j6GW%#mtV~I>vT5-2mvA
z+z~eWaIE{$c+Zo`o^3?3%nUpk$93=pqUO;PH#N9FH}c|6@7sH0zrDM5urkwCRT;8c
zOd?6ZYQIuadM&T0B9v7UNYD3$vOFmnNx^(yMz$j*QKVPI3pkNXT2ulhk{o|5l29zf
z#GbW!=aWl6=<@#1od27uj-81+6&G$^C~vq{T6g^{tn1fGE6!giJzsF;(#7Jl*UP}~
zRg@K$WaVK~U3kuym+w2{^`)hG+y#j#K2v6*#og!C{HMCopMQM#>lgbUSLatct0o%q
z9!+2V^_$UOzn%GJclw*1<*y(t+@5>$Xztb4Jdpj>)-tZJ2Oiv?dAWflJ4X0f!1~_G
zSQy!-a03M2TN!z}KJ@JF$lmJMlf}_T^COSuhaWEvKU(PDobBG6AGkl&`vkoY;{&6$
zHI-Qz`JUw5U?9cqN^#?<(&e+;T<BIpWGEloC9z(}$4`S*rO?Y|GA?FqSwVUZ<nc0&
z4C1;hUtV?~*QhWg#Ly}V%MnK-W*|%1nuMQd=%0l~J(M;=qk^ZAvK2y<@=!Recm|6E
zW}d~w?3lpiB6ETP69*A*_I;DG7*ah{GEpL9;?Nv=I)W4#Ns1(D6QO~j$HlNnBo2kl
zqfvPYv>y$=f8a0r$s&7fR3z*?$iXI|`XW9Cv6*3$4=Fk-0<TbzF-eVOGpRf@Sg;c)
z)Oa!_9${PX`by>CJdFl}9bxZkl|>~ttK}xO9Cg14qOqc{O|2ltb`0z~ja93$s?}zd
z(gM~UTsm~`gyjuc@fs(@?K(9qZ*H9;*{JfF@Lr`28q|KR(xZ~Oz{x9RiE11vj$I?Q
z8{`g~+U?YNlZ^o{Y8H&}IAUfe4xxUB-_4wctH+e;Hl`*SQ{6DO<3+*>m*O+0q$Z~4
zc+kpPT;R>aO`02}t|)>b!sPRk^NIucC87MR5HjAg^BigC16i#_g>xt@t311Sv9$j}
z$zs*{C+#)w`s$uGRdtpXrCXEjJTvKdd_{8l&CJ3)yT2qUeWkko+u<RA_><n&CvCT0
zbhNzd>3P}HanRKYe1F;9{<a_B+k=B7nYTmmv%|Lzv0PXcAC}KynGU}FJK-E0aPYQ=
zJ#N^!A8O`_FBnJk91$vuHg+7evEz?`lZQ6`<1ixZx(~*Cx5j$r2HIDrhE@qc2b%Xn
z6t_7uMl9LGN_ec=57+L*@Q$qbq0Z%zZhYCD;jV>&_Jx7A#Q`kbn@3^hsk=~DTijYx
z(AQpFasDDxkaUC|I>tWt8K>eHy@(~rRw>hs>U^7_RHIHN$=#?imGii0LPx_hGGK|B
zI#Gj+IQY~wCg8gY)h${pf@NfSyIgC<*e+0-xJna8W#*_YJdH`LHoyTZP^-n5+|@cX
z$ViM1rNx6*I8>V$Adfd-JP+s9s1aF%g*(0>WOW4GV>_fq<Z2k#d3?f-&Jtq1t`@>o
z3vh=7PK0K5F^`xNL|m~zAg1%^kt9YGi5pKB(AdcCK%J{XB8OF73XdH8woD$M&Oz53
z4aG4GzLG7KBP^D{S%ktt-v;+CPmC-&GAsJXY09ZM0g0{?$gsBJ(RpYyl!}xH!_lhL
z8ifq;P1sSP?huY$w?$Kso*b~Nyk<#OvM$YS(IP0HLN_S1YzmV`c<iuOq#zfEMxn77
z92SGk=deK{*fsK0n+|WXS!P+jUFAtc{i~c<iGd|Cn9=8s^}A7{O+@6pLIg)>Aj$49
z8xfWd$BJ66#%HZ2FsufZ1`aWJ28>YQY2>i6m{FlaB?(BeLK<1dB#A_HDJ_N(9ZAJo
zY&2#ri0H^nr3QgPDSTB(VlI=~DrL4RmHoQbdQD@zY&KUroVV;Q)SuN@eK#z@8omFT
zA@#a7yDrIB6AaX(1h0GjmEK@gN_K<8SDBuDEjc;2x4z-a$7{d!{QjHGnXk7NUfr8P
zq1(IF=~t`c&z47bXNLgm5XlqQ$v)8XTO+W0bi&&XLLNYmV7kZSJ-agl`|~5u=7yim
z4kLSZf3f%V`pEmu>7Q>ezuR1#Xs!+DwbFP>cB1=YX8z@zqVmk#;?(rKKuQ5f^VF=M
z*=-hRm1G_#4u%PqIEF8Y<ei9&6|tCYR`(ls&R;mQ|KGfde;Azl#kKC-%;Ix-m6bR}
zmnzCCN{h>`6;>COm7mKkKUY*-cdMr9R^z2JmkL46CuJ8T7y7cZ3WC8htKV<&`;uI%
zNw)uS{_NKuR=$0){X08bh|pgjs2*v^T^TI@#s1Lmy`THdyZPUGw)oZVov-&Wykk6H
zc(u9s{638TGcSSi8+Tr9V0fQ-x;pV}Z4x*8>r=a^g<Txpxih@CI{a*X{Mq{C?(+DP
zg^|Y#!=U9KFAhDNA9%Dhc5kxp$?VAUrRj&GgM&3ySMqWSf`L?*GsWd5j?*2mIh|UA
zjxTnqwP<)Si)C6N!kVN;h0<ZPl;##Cp}L77wrLVGyxHmA41?0Zrm(M_uL`<S1vHUC
zYW7-u2sqS;^aiY1Md*<+VuZ&EPRf#De+$DqFM-FQ@%RXqV2Ok*0cLhKmCYn$kOwiv
zLxdd@AQMdn8y|Nn65tLV9_kkY)+zBUD$yd!A`{NI9{}7R?NdKlWRHuEro_h~CzFAn
zW(I}JqVw1+L|?>56IDHAQVf|KO(sV{ZVP4}y>2uLqAXc*nFeAUoz|??fcmo{@=Bw!
zKv)BaCz@O|cCFF^K2{+!!hx$%Th$t?LS>dK%_`&`D6DEgywU`7twx1E2&Ei`bhNew
z%$ih-F5RpJMx<($ezn}Kf*F^162PPn6I`MeA|Qp+rcQQfy-B*mIX&Puq!1c-QyMUx
zI41bk!^fPSY{^JAr2*oxg@+F=#TE+LLuokH)HG`_2>R2R<4Md<Ni4`sDm)u3x|Cg1
ziRh~I!VE{SFe!Mupm@3Z%HHkk!12c|H5)Ar+Z{Jw_TJv_XkM<qdAqngKaeBks^}+}
zZh<pX?XL7^&EIHzH8TEwaOin!%YJJUF{*d9?{~Gn>}h$`+xn&-u-@@@fH?0EGzVBG
z0KEr_IH2~SyAAX^UO80CVI)7SdO@h{p=6HuFkJrfYN+E4#&fLTM~B`H54|25cs+#K
zAL(;FUk&%XAMDvdt=mY~{CMxm^w8$)_{P-8>TvJcX#d9aD9{{RbwVB=4yeJ0*tuhb
zhjtF>vP6;V7@}o676%bBkARwv>7K^ErmCLXm-<>N=f--fuijv=?WZXIC}G9t%+eE#
zY=$6HDNl2mGSmELz3>Qn3fO!(1mO}XU#b)<(6eSxs0?x?F~$S3Q6xqHvCgW{S>;-b
z43oRc#8((O3L{HlWGYQ;m6@;9^TaZyQiXarkpkvwWXvLl&Y?0n^+tzIZ`W$^V`WjQ
zp}sRKiRT9k26l}B1+R!;13#oiatt3nZw_1@93~(8JS73{QYhY35;3;iu*IPahR;!m
zL?)qJOkr~4si^wm(^yE*0(>KF2J<q$4*qmRWr|oxq=U)?hIL|9C5TO6P+=GsVl60P
z@>M*ER-}MfDB{>Da9}Z~q9`$BB*BU>aq}fCCQ9G=2K*eOe?_a*;i(slx?JF~Yf5u{
zxj|FNDa{XP-6k0=E}l)L(_-SIPn?R2h$2PD#zsZQL`4JHu{?;2iGu)M!lWAn?4VAb
zZ`0(P<>x(SSV>h<1VhPf1_RXi2E@h-#Y(Z%pi*13km&31JBfN&R3|3lA3&qhtKcVb
zC)%9odevwQBB5L+Rx8Ci=)}lT%%~IO$P-jryhzA3@VN#iT}h{kV<QrfCl3p(lq(`6
z|F#r?+^e*dC~X&2wn~HJn#o?N)t}X9${hA9HtTu2^_(Z^LeN|3Pr4BDUdc+SDR5pa
zO{pr$yOCR1l~a7B>}+*rs3<Lv?Xr6=<m7Knjr{7(_WRA*U%>6PF~7e)_i=gV-P#0f
zT+qqy&J91Afh4{kF*Sg42;(24BW4tnJ2vmbkH`C9g4>zy-(MJhwlKWEIQ(XP>LoOI
zD`W5OO}x1~^5uhRF!O7@ts%9>#^k4%9A#-a=X3K*p<>TSyHr?El9pi<Da~jq;K?yO
zl4xurO%)P3<LQhnoncO5`jsQ)KVB&Rf2KPB$Coevyrk2gl6f|>;&OU<1*EgN<>&J*
zp3T2@F+clU{-wM#B^`r3i(_lOmEBje^K(*)3PQQwg3QuD%0-6<3zzJGd)uD*Uvsa$
zI~aMtJO7KlyT3Zv`uJdRb)dedCU<$D;#Y45|NQqBe)D1B<KyY~4<|o9p8Ilp<@M&w
zv%AAk*1g<Vd3k>Y&iDPbsb_0bxWOX++3Mu(oiUuJtCPfDKKu&N61xC4eiUXpTp!I3
zJ(%lzINQ6kFbMU+-t5TT!S3N(wN*vLwmmZ`nC?O^yFbO|@fw}UI(xvJgyTSjf(XV6
zB_1AKCP<LeTt){xaaxHc#T9g!U3{oPq}qz&iy?OgpDKil#b<@O-l`F)v5$i#%B)N@
z%WZm*QO;IksF$#1+yr>u;d~bf=>h?I52-B7@(D3?Y9t-*OJ*Dk_jDpdg%)=*8iYKH
zOo0q0Aufi?AoEyML?Tk-BI6@Z{Alp~1Aoy^7TFmLH15z~mtnwE!$1lL31bO`Opc3<
z2aW^T<6<MCqE19c9s^@f1r5SMgN72AZZz1y`)R<mYmn1zQz^{I(Zs<%9eQ}cx?G}{
zNnkWGDwSrX%B)Z#AL~10#}^X^PXbWZDH9=$(<nj0dkh+%Q4=s~f;br40r$|<X_N%4
zV>@q9yUZFlg65o9se@+6!7QQ+xU>NmuDami0XGRT{2|tRpp7?$2<Rt*=@2=a8nA|f
z)>H`KQ|ze$N4n3Eo?_3)ab%tI=3UDux>;0wv#jJwYTm^_-mTp7v8%OP&CSm`8lQF4
zKIyF8?5uy(UcJ|K>sfE>Mn`L3bxlcDjugtmQxu=b+*Vw%-qO6&3-?*io8I=9T}?O#
zT}@BBZtr(D!{hd01X{S>SN-iT2vvOhJ9y8B0pf(>ov3&tJZ`;*WIJ&mw!D3u7y`KO
z_qOl%v;o;czk`Iwdi?-GyTQ)a_~R&pBT8BU?t=h*eE1$?J3?jqI-ZPl-<|BcGd;LE
zGqO25wmCg|58OLi*T)9#3=y$%h^YYskFlM&pF%nN&|wP<kr+SJiB&t0eRZr0XSTO#
zw6SHfwRyVp_WkM6rt7tcLXV@FVtKyLDE80e>`Xz5RvmI$GKzAqG__6^meueCGB$(G
z<FlYe7b^r(K&l#G!xuwwsOHPHLZx1;(o56^0KHgc5ULD3rGcX|a@44SGjr7zfkF@F
zIzfU5eFVIU+3;E_^g@kA8ZKc+VJoJ7m6j-ESL+cT3rt5(AVzph?q-!5KX*zoMsf}&
zYBtC|Cb)MZ8bc)@#&#^xVQCkmf|ZMq8l6&^Y_MvPp26bbOGJpD0b2-yodFVFB*kAG
zpCBMJHDU!wY`IR$N6r?F$%;ZlF$d2qMupZSBRB(8#d4_3Q^!t4MMkq=^8vR{VTqXn
z5lg^=<%dSIs1)gLr`u{&p@v4lLgt29Eeg5}#To7_q$Rp_Itlya=SN~sM#Q3R=J-h<
zI~mfxxOgIBj)ezq22A&q=twR(PS0ltjj95txx{5E_b0+kgmxH&&Y3h?;JZ|S?=MhF
z#4@2khGz>APb^@|Bpd@O&h$!^RG^Vby-twuFyfg^MzCrIsSw3>3Rs*V8>68#JAx5?
zlFns9h6o9bgUysjpQgr~h{u~PWCk)Jq_GI051DNxDt)m+Q)D!qwOh_wjfE;#FjRCd
zC-+Q6c4=eY`QhBk<(#Um^y}+M7aFoITs?Q~YE|vky4y9)Z4J$x#f4{48IPLTY)^3b
z=FM*(ZT{}#^<O-=^LBgv;p)`et;P3urw$f}_wP&`f;-rFB4&1K06TZ!I}uz1jp!JX
zlY5BNSuEV=hXC&Tiz9&bFSnL(|7vyY_1eh(QvaLv$=`di{qoMj*<`PjOm(U?rRf<L
z^YSm|71W-;a5gIo=@@Cwq)fBhDAU7uZDec9oLNq{qc1n-30L)}GV9;v7ybLb_W$zn
z{U2Nz*Q8|nGfHz(&*TLP%R;3UITy1qu%Gdq%_=@ubna$VV^7^wTUBpKS+*@FBR{7w
zC6t=yL-t)TBNQkNg|>?-|I@(4i@nij_eOuQxBf3)KKz~Mo4>WQ@?fgDp~8J<@a&)b
zX7#WBWc}OMLkDZ4Up~73i>K@F9#6m8SlGP-)Si8dq*>zO2MRjO>{GZQP=0k1SHSv<
z`{=Kq!;6^N4`CfTI)MA*g`w>`BM{F6*>~m!*9Y6Dn(L;Tn?`Rp-z+OXn_iIZhEd29
zg!j$r@tKlv0+wW45#EfV28Y3dj9Hh-4yTluDMasEz~RTP475_JCzKV;@!A3+y2Po6
zFFx0Y><O_pEj8ck3OV%2FudzTdaY28Ff$ej843zH2eNr7GHpNsVe^h+8Y<BfN1;Se
z6Tlotk<lDS2WJ&Sg8dDed~#$|%!!k95;~MA38YvODu<&^{{Z0rXrKDYB0G~qqqE2f
z%(w(*EF~d2j&wRQ=H%%}^z23e;&Djv(OAUC#zdgdQNZJ)BGQKS9pp-CR74sS2*6e#
z2HPZ;8DvreDk}*n$FvSLg%q#oK|Lzu0Cy8YMxm5eDQrpv7RfFD%fVZRQw8muiZH|>
zwMLJ)IRfJSMvV_^cO=xo6NgNAyTOl)OqVGLSa<1sPL0>0_Bb>?r`GS(_;KSv<hItI
zq=Tl8u(^df`4nWxW5bSAx<gGJ7VcQJBQ`d}n}<F)ztxvv@l?1|nsN$<E?yeDQ8jS$
zYC~#HLt1hBnX4mL>gQ|f*KSmA)L-3fu3B%pwt5R8u~)YTn(hy@cHFp}3x+@`@hR2y
z83o(jU0=<Oz8q}d@2G#-UH`7X=}lkLi{8fl-o^v;v<`NDJu&dr#K5b*_UBzq!1qI-
z4@bLq96H)Ct$#PX52EXhK<9s+*^y}zHn1O-yJ0p*+#C{V!Y_h{A9^<$M)u*J4`AsL
zUo$@NVt!(KWoC0_`u-dS_R)>Wk$c2o-VZ3ps1Eua!#l1>ngtJkD3ynw9WAanE2BuN
z>0BM_zK?*5DY)TUW?R~pyE~S8nzp6}o3CCG(#3Jn!YGpJvr~ej(GZI{blO0&BeOW~
z((R@phbx^##<q+B*_jYgHOQm@o`MWl@g+cZluSTvrWGI=9hy3L*i||K3R}^}uGXX7
zm7_KDbXepXi1Krxh#>*2LuD&xtBn#6_-KIvnxY5>BtM*(h@gih^Y9QmeeCfKa)m~U
zlz5QvSS{fo;GHL6@#O$_zE~k7jug(bFdHx6K$C`N1Ykba>*#MK5@-3ybyFzi(4i{@
zES`|YQ6Y{D>^d|)0ufIj#MV3V$Vv3I$%y9#iIffXFBiW?kta@n`pIXgIJRP!jXu~Y
zGBc7SBr_xlECrM0kjv80<7U>QL({C5IE`v#(@D7rzC;sZX5sv&#Y9FQJ4ud+2C|>}
z;@Iiq@UKPUK^y<1$ef9dI?15K@e)WpO00rSb8F>U4okYt;FJoFe|{wTR1}xalJF6o
z%i+)y;0fZxgHJ+SBn=7qaPY}xT-fu}GLBvWd6O6=bas>8W;G_-Er~WO#7o$C3R#kb
zST>NI63vP{4i6qSZxH)A#X>zbo=c5ou}Eyn>G+eM9i_*xG%}}3?q|>}lz4>p*hNgM
zoMWkJxOwpI>CW>93(I2zgH3JC*IMc?*Ih5aarsPBZDo5$UH5p`@XEye!`1ai8{OUA
zq13c9#bsH6^s2m)=M$5E^kV1ZljYaD>kr|5+gW~pZ~E=R2yESl;Ep6ZNa={0n3=)d
zLwuhcd@$PkXsj2rJPMB<O>}Qh_n{sR!SXMVQagz@nc=S<%zfCLezq|9_U`QOzkK>)
zX}+p3Tb4l8^96<8AXM?yW#?0@w%gY()L%JU><QXb*dAH}YG;`xa3K`>O=H`C)Cd1A
zM)J4OqQ4e9{@eN6e{8DAFgx=DX$2{%*&%;+x<4x|n3b7xIkTWP>%z^V^74#~GE~l`
z6_n*=Wt8MrU9M`rQr+Fy(9_@9)6+F{^Y-1kmT&GZzB*X=xU=+zSUt?Z7x2yY%D4Ng
z8{>8L<w<khrT^yF!~f-P9{lMqAHBK1uroi1Xqx@ix#w$3fby4{GasI;zTRATaSxIE
zbD%hI1*QYp0qBRw{ydEP0QWth|LP>30RZl=w&w1QcWh2{LBoKofVuXD+ZAP9Rn>P#
z$6K$|o=Ypta;2m@16j$TkSpM|B>8Np7VssToo-Vi4q;?LY>8YC6RI1yZ}*`rM!*uL
z`!gzv&L>-Z<OrHW?<~za<J2dTPRBz*?Q^9lgj%iGfE*ix1kLb9Ry<!R)GN3e8Al;S
z*Bc80R3fH^L#1QAPLG9$9U~?czg$>L;Za%4M!1a>FOni+xOBQ0oHC6<iHkvd_>TtP
zKkyg*WRabS17O4?u;Y*&$l#I4^r(o~6DJ~%N5B&s7Znp785MaNhZG-&f(*RfsgbUs
zHerD-muV$pBy6Dwnm~4ij5tb!{3`(8|9tSu;fo;N5%vyhT_v~wFW?T8x2xpDiz=l-
zrNDQv5cIneoiE`yS@_`Oi6+E!>4@;yBr}?Zf=->!u1>b8+;*kg30hw7cj4%ujVJ7H
z1de|%jK^aAa85^$TOf?-DUPg=D<{pJo1UDL>P*daxG(tp-9-g!HP@cB-`?nIoW5Pv
znO}4}=S*E*MScE7xK&5XEAHRCy5Di@Y1<84_qyx0I%`L6R-DiEWV&^g+5XuZSHGGV
z|E=kf*Mrc=)$O<6dfVIdaj^Z}K-;VSmV<s6-`WmU@gGNFUh8~;0lcr{-Ea>+gjf!+
z4h=jGQKvo>7T3YO-rsr9(~gi>V0ReDdqK!!RELKSaF1CYk~wJSUJPJz@5L++sXQ^W
z<9kjFe!yHmH}PhDVSjV^(c1jInQ@f6-5nnw#PE~fWz>L*Kg^ZI4Zt01cj)KQ;tDn%
zo;dj3AfKD>Z@DuJe!g|0<JO(Qy5-^8x!!AcCt7Y_y&z#qDKRn{%^FX!MUxcq6qqDz
zK2LUbW@(Zubo6NSsZ){IUn@~wqK0%$a>&CgbRvaTsL)|x7Xi>UIuRV}IOu6rX?ZFw
zSFPo!bpUrB6!Ho^QeSBT0Yfb2NTocaP7_%)n5?WwpF`|C(&Ldai(DEk)`>b-AU?6X
z2T0>7QYVLP3~BF>ouOiwl|T)%2Yd+U0PFCx!($^5K^4d03)mt7pGdF4YiNLjW{rl9
zRW2VO&K1(BOjbNy#g#eL7PC}`4Ini>fyqE+D=#i0PDta*Sz<ARk04DNmRgbVQKzC~
zqe=LKK9kJ|l0Fg!=@==KW0K+LUPYKW6(X~gZ&8Y|C^x`f&t)^>W5sM1%F`h#WRa<q
zh!|WE0?%WyIf$%DpkrWX(h^W0%SnhcsU?uaD|t*Qi>l_c%u<m7&2!O_ai?K~kBEzi
zLBTjY>>@5pz@`g12t0>Mi3!Pp*`hU@6gsuQpcc3+Di<6|Dr`WdHnTR-YQ%yb(RLs>
zsWJ4p(?s<XHJV9|N;q{i=JU@Y1UyIsObHZ0d?XahbkZrbw?{BYOr65c=jczLVjVw9
zi#^SbI|(+GF+4c_7ys@*{OUKq-hQ#SvHxi6_3ph_+r4WuT`N=T4_6-S-Cst++M|WZ
zt@+87$^N09Go^)PXN%7kmm&SEv!?oYU+ug;Sl@rJ`1Zl-vxiHN(tTW=ez`h*usjKH
zM*$qvbcl-wzK7-UL(k^NAB=?8?jv36ea-8Aw;zmk!rT6Mvis3k|BE}*2TNlIcSf<V
z$9cXq`u^U+@9aJJ_W4%B`C>IAK}lmHldUrU?77UW+DpaTcSjamTh4eg9EQYHyDv$P
z&Qg6{MbXarihogg`LC|m{LkB+|9$e#uX1X;8|r)7n)=%sM*CYvhugaQ>$*l8`<rH_
z`c^0A*ZUWy`$h-Gy2s~w?oABNPPT$!Sh&BqI5IZeRNHVNy~wRGK*jswVCCcX(ub}2
zw;Qt`widsAwh0^lH`@#MN9!9a{Nt_JzyFJo|N4LJ{;Qu)?=1Fw{bcjY?KRlg5AM#r
z-njGb(emr?+5&;|xPSK$oA-HuKE`uk`XR~#)A1oO%ZG=0p#1%*Zp`~H?#*mYc5jSz
zZO@I~8}9F^s=8f%{`UE*%Q<BQUZOoG-=CS09P*(T&fyIt1^f;#irRg4)V<l92D{6U
z=+N5SMwdftm!o))%+gA<en&vclFPX&mm$flFfn84h@us7B^9L?6tH*-k%?k~8&1WC
zU|y{f=tT&3WXh3Qr{Kxt2$<#YL@XBM_XwavWDUIYM0!IU1^5m@Dbi>~OacBP9-YOe
z(PASaj>4+_>8C#cxIfybezM3;#ZHMsVhO2yIa8ouu|+frE1nEyo`V$XI3RmWbQCF`
zg!XC7FIp9pNqU)Bg$_5Ay<oE^mFSRYtx{rp4m7u-qD7<r=c9%jR6&gA_|ze?6CO9b
z$tjS7eRv31$1C`QO2Tps4JPJ&3nX)dP9B3i6n9cox+A?X$*%Drlm@VlgFQR0hfeme
z@$EZICw%K+gBxLUgCyPp;vKtnbh>>PO@la^OxWDq*%_{sGr`Q7f`Y+I6&v+84r%kH
z`YRn5^BW8EE~jOk@n)8KvZ_P*qh;m0^|c?nTi&$R?cS=|s=a!@xq7+v`b7Q3>4r<&
z{b1VL-*mOS=xlo4b^8V8@$S}ly;!4nK`DpP`*|Ny+yUI}hmJNx%)!@2sN(xNa1Ue$
z@s6N)Ap4<RJv_D(0(e3dA6}`y#AgT4-%3Q&0M-HYhX<gK2wA)cSbsl004g5#H=z8%
zNZ;=G;LgJ2qve@<^OLKigR4V*>tp@*ribohxi&cj5Jxo4p(-9~I<WEI8{0d9?6AEr
z4t5aQ_`YWB+1JLq7l+!`rh8_G8wT1dC;IBHRg|)6+@nXxCr|K>pA?)pf!z(l&<q~*
zX!vtEOwnhbe2(@pbh3jIm#7FTUXCR+)^%FJ;Zf)WYQ0dW7bC|7he)K+BAuA8*6=kt
zzQ(|p>v>WQwC9L2MlT!S6Y<4iWQQ=`VX)yijX1csAVkBe#TcwJDloqrK+9XTIy@vQ
z#X<qX6%*JDw56b(0tGDsv0O;x%mBz?ofQGrSv(#SwsPcI@i|;jQiLLoD0<^@IYKsz
z2fZ9fLS}3Nz}+O#s!@lIbvJ>QJbD64K;;O+`Pc-kN5li`;}EPtVWI>cc}`q11`t?%
z7#Q;9Vu?;6vuMzdC9|m{fOQjcZ`e%Kyb2gB28k*c%8YnA5y_cInTsU@%3*WkqI3@6
zPEBBtsX`{xX-4FeTmxYTLL>xi2|{?#8=FAo)6k$Hf)*w&B9=wPP=oQCMa1awQ3fYM
zZ!Fjel+;@-D5KFOC2HMP6fK}7QEo*jqzUF04LtoI|Brum{PY(QNUNemBPRrPPjpH&
z{pjb><ajQRt0Kp7PaTatc_iZ07pK4Y{0P+Yq&UXO6Qm<wz<A8pp()pz<Vtj3D6e_A
zwg33Z^X=V(r_WzM*nYZv_rb`_(!%<KiTS0`#f9#L$=2E7j+w!R?%TK9ZeG7}q2f~E
zjhi>~iqE9yq&!+4|LV&}nE1clT7S8*@Dju9-Pu=bGZ@>SFHb&S94Fdc=f6kxDWU-G
z{$M8}XAvfUx4-%BK=b2?ZjkWketkMO4%|OLOYGt(UU|7Z_Ws`NoAsI3YttVd%zd+S
zci`rA3(V7zBokLL(bnEwfBD`*$4pE8xnO#d)|h5-=X%ntUXRV?$n|^A=VbKO-+1?U
z`(J+j>xC=Bvuk@hJ0IWge*F3KuRp%{>gmqworh1q+*<qw!oNo|uXo2kKJNbAt(rgC
zz4(`JZ{MkHYrAl*Gy^eN&Ya}b@|-h)WN%)6=<S<LAp5JklNj5-e!TL_r<-3rTKW0T
z>Mx(&eK6TRP*XnDTJnomxBl^Om;d%pwmv?dMUwoxt);hHD^Sp3S_gt3((f4F-#%Ev
z6|Vrzv1G^c9ru{i4+nN2JMevH32jjA(BR?hBC2i$#`($lj;6Yj;#<XMs*B1ov*&x#
z!O5fdHqD)q;zFZ((C-eQ&J__K!9<@2n|Hg{Z}T{HcDu@AlIoN^q6ExiaeFLYB@Y41
z?o3~{+w8_7o*Y3!JwZ)nty-dk2vg2i8sT~t>2+cwvgpN3=u6QKBSWkymx3M=8j}P!
zT!M(rR0<G0i~SpyOJgA721a;f*&)vsD*#j;AX$-4CP$t;i66or4ZeTiFZ#(MI}zE>
zCNcOFF7&|?21i6kR1gcQ2#JuG7--Z48v53`QjtQZF`J-UQk&&S??C;9Oiv)YSO*3k
zQ@KJ$9Ae^D+B7I)Q$sLs2cRFa?kdF80Njas7pGc5aPLZ)Qz>&O!vZ<9wrTP8YBM(S
z#P^X}!+Lm!PUh6f5_K}08LBx<=wad9A*LU~I=1J@L^=)3Zhk^4Z-J>TJ(!3@8pO<|
z`Yb8frvuhA9H?baO|t~jt$}Pus4zL}TrjsPE3d8M{ABIT_2$Oywx+$7#*Mn`BbQ2U
z6{gk{=AQ|s<+y@plGE$6ismj}e%4t3y7l&MZT0re>W!P%?l;vu=&pO%b8EM!{ypl{
zdzzlN-r8?(Jm_wP^!=c-W4{eHx6W66eXsiap7(Yg5UAa;--YP8c9_}_5(}Wmhq&VY
z(BK9fKjh?r=|s9LvgyL|IRN(|paawY3D&V{e>>cd*8%Rxm3=$X6IR6&9Wn1m2X}{h
zH%EGr5W7A*x;!zoJk+;3)C*)^n;yJ3I|33Od-lUsJ20K#;W5h-L9+d8<HWf;35p(}
z@$GkpJ2z(spDa&2m>(VK9B;bOSY3I!{>Jr^`~t+7fBMPsBcGr8^z)NPKl=jMXhiV2
zEk&nuMxKn0JboNS=*Vp+CSjx$Lb|5HdL8cq;Nf|4q{(AK*9)~E^^C+p{kldkB+_Md
zLg=}0WI8UslIR5%Fwxs0LM;j?JOs(w)fT%heDqek9yiE(LqshKU(iRcGb;@iwb4R!
zwyGd01B=aOz?KH&0&=5qT_O|86k<dsN|7IjYBx~yJUG+XC}}6hlM<*jF~VQPSWQcW
z7!!oZ6qUh{PGmJD@Br%$slkKFS+zxn2NWSvw!}CRyytKc+AanyiQgL}YoSmBi*<5L
zJSi5D^yKL1xTvUT2A!r+N^K?$IH|*jUA0JvqIU2HaQqY1u}rQ6)_A<bfh0S5Dkd6H
z5>UBd&rYI~kWSCE85MGf09a%(7YR8WDMEM{3H$__5L*xY#!?vYBjA4)O1nfH6xmQQ
zw#&lBw0Oc%D#aFy%9*IeBQoqIR;^4g6WVlIZ=%DlH!|WW$3H!K<Yz~|_~dAOBr<oI
zq(~|?lE$L&BTkTyAC03?@mC3>Pm{j*^w^Qlj(mFLv!8u}WV(}|es<zi1PSlNHhYpg
z*^B=Mz3GsFm!7TY9vr;0b${mG+UVMH|MF7b>dM6O{mHe>!IicC)uo}8xyJ6Mn~hhS
zI%=-fooj4r$Sf@}x%9I)F8|^CC-0uFetUQM{l?NOqA6yYNLUSz?Z}cPz#U_IcxDIL
z{$z4+YXmyF9%$+wjCEmPe=^m3$j0w4On{}|LkH8H@dNnc7e~U^(Kq;ptE0d3^!~Gj
znevo$>gOjV@$~kp>kC8evjg=Loeiy3SI>shvUIjGYw)Zmr_hm+fgwU}KUaMI>HeEP
z`qjU!O}lZvxc+8Eb92S*#`3!A%k{T9CRbnn_8<S{mB0GeC4c>I^8fM=i~sr$&;G+7
zXZ_!Qp7@Xd;lfDS<%+c2d~Yz*k_6}kOOczI)lgaS@y*uPd#iBvA(jV({HyipH}_`Y
z>qjEr*H4xoPmB!TI6v8%_WR$||Ih!t{zt!@{qS(%?Z)a`xB|CkFrgoUI}jW<gm`{q
zJ}jI=xDCP2A4=>Xr~{_sV0cF=9kldM*CuwBN1iMVJzYh|+|170*hGEpjoiG8Sw*Fx
z`~rVgt}i1ijO=O2sUc6Q&*cj`11X6?pT+C5cv2lHsg6Lh5jDehmp%~?pQsDZ?>YyT
z?7{>|(3$FU_+eDXv#!hJK7Z!2MrMpU87Jn+oG3Pw8zl^}9M%#pRIzIG$jI1oKG9Wz
zCrNa{P?04o;|f*y<>CtY36QFyDJB89&x0+F!bFp@QUcFAey^F>HT?kK{%D{2$s&7n
zd=xl15FZIF5*^D7{HugKh{I$<Rm{RT!C<pE0#s6p)zI^5A%It4riOP1fUZa0h6L$W
z60Fyek!6&MjWP+A?=ZL}s+2Z`+=4NM7}$yQxx-^ah#UktN|{R`b>aZrF~1`u7RavA
zI@D^1iueNJV2h`hJ55S74mcgCXVqe#P8?#x4plr(n1nxs^&|u4cZ4Yg;BW`5hkfor
zpE-!0wG2l_jw>V2nU?1W7P(T&eHqs>3Yv?{=BlnNH`J~)H{PkQyHj&>`Fi!jwJSpx
zOB>H*)s~c<3+0shv#PU-2P-bE*Ia+nSo@%{_D;=p+^^MM-|VR09d3O#2<dy>i`KfG
zrkW=mb$i{-&x!Dv_T7%Q$IZ<<ZLQCHFthg@fNbyUz})?;yA_Anj1TqT6~xp4=;2}m
zvSUuilAQo|qUa4@09_om=L7gtKy!@bn8bnFAl?a-$EU^y-VEbl+m0l<a5@d-c@xB!
zy&WFd86DV|7`i((vOG1sJT|m8GIVd0(9YeN=v$eBp>+hS_Cw(uA(9{M!?v9O_whl(
z88?Ox5j@+y(BF1vxMO2x;4z#s(?i$J_7r7YFU&k&QBs+gQH-!yYAjvA=2J;=QAdv0
zbT+RyN2yI_Fy$Ei5@Mnelp02MtgeCVT#1ScWS3*Tt|N|I$0v{-rgc2`BWn)Pvf&&X
zq}hZubwGB$${?13s*?#&w~7=ynF0xQkkc!H<Kd&mRSyGQ7}JSj2{jmg88Nw=R66Ly
zl;0yeGl2&!AD4{{xmYR$tRr(xt`MQf6&YA~azH6N-X|bIkBg20yuv(=ksR_lM8Lu9
z4&df8`Iv|kBFQ?2*e|nsl{RGUFrcr4I*u(uSe#O-QOPvOc$c7Tnkkl}vm${*r{LcK
z_4Mi3BS%hr_Sw<6xHtsVp#KHYcj#@07C<YJGD#$`8i{7Jh|48KM>FC`LJA}L=!s*W
zA32TxL`L90F_BTEh-jp1^0`!kC8x)+86-YBuu%7gB6%8xi?N-_7O;`7Lx|y_ql0`-
z$YJ52J_8N~gw`SJ8U8mT1kDP835<b8iJV;|iKV%NZnJ|=<3=Jl|FdJqK0OwFGB!Sn
z5`UUZK81>TZhR!;vri+UqY_vQVSFqFp#JG6pM3H;qHBKkvrmtF@x@6d3&Hg^yFJO}
zOm;Y2E_X7NR_VE!ZN2TYtMg-vc#fPMUtJnsUzxnKHaNG`F*DsZGu}2iSl3a1qv2|M
zUt?qUjrv<R((|%B7WJk-{cqP-KD@g7<pyZ#<=6M;U#(3eO#X0ef4MwKfIB#ORKFcc
z>87Bm3(M*V!+Sqq9W(pGvCao$9r%!VWwIAn<kJG*35Z`Bdxbdq#i6e@7r)$G8@pBK
z!jA)$*>K_F#_R;@Q^z`P_te*3&dp8JTXK!A3*H=PYeVLsU7M7VkvB3n`r*;5vZO+<
z(Vyl@DM(7mb$COb;F&A8*Wdib-~4^!KmJ+8|Mw>q|M?GU{^r~EKYe@U!-i{r;nwxk
z!d!Q-(3eu`PcO;H%g-+^$<AFyaP-sVw_9`XHs`>`BOD&ddkEKsNFIqjNaTCHHoxB6
zHguz8vNiSBU)KG@UvK{D?>zWscj?X6=$oxEknnFFEa6~O$313tTmkVI&jIlOdTiSd
zhk9c94wimp0%|&Z!QSfl({<wPu8acc-`ro^of_}GeCcxjnKK!M#cBD4q1@bHR=OuO
z9lf{SP{8R=aRh_*px5k$WiK@`CDj=S*t`KGE+(a9dhmYhwJ1y~zKTo6lejqGOtI<g
z2%<qSGpd}=7F@LIU9piAki99MRFl#`k0Og{93?2a@cfRFcR3en^Afa$Ghs!Dqv49R
z7jT>&3pE|QZ?TB1L9Gn>Ww2ova$t;SVcRa^v41r9{(-;fCyVT-PM?g4jUrRys0ldn
zG&&h(9$Eqj4;qa|1+s&m6hk*F(ntZ~#Dos|9S3M`z`%|$1HgJ1#LaSIY)2BcU8zo#
zE38tf37^7B9iuwY$9l*_$_X@=OPn$>jzb|OIC(X(g12e)9-Yps)B3b(k4E9v$&*Y<
zw_Tg;GKM$lfOU-*he)IeYvT!s*LvN?fX5U7th;m`T)pO?AJe)O9`>N$l9Ha7k&~2N
z<jp}@GBEv0YIc2Iare3NbJwf(+iq<&-JGnd>@F+sK68Hb!nN7!H51pbbX_WKD86tp
zHNP^opuMDG_S&_z8&~h#sGPo4HCkUgf9vLIbKQf1w%xJLy}qV{_PUpC4G&ss@Ack(
z*mHZg>-Jtx%U)00PFLG*XY14Mmi^wA7yZpI2ijircS7I(w5tVI+yk-?53xo+l*AJ(
zJ;C1N;0AC{bh>>%u!DXFvcEgbog>m|kZc1^J{&_g3{JicEihkB4t<;$em&H`J3b6C
z{QAu3^5n?s_~_>3#G~nPG`uW~buW(fz~F|hI#hGu;Snu6-`4>_9R_yj<gsDLsy)1O
z@0{=dXKnmcS5sli&6LD*nclO-5EQ4La~snPB1g!PX%K0Jag_Ar)RdGGfy6-~i(*ek
zOIZvND*?gi5@^+w-yu7pn$sa@PDmWRKy5<Socz%B25B5N?{XbTd(iblIjrD19%AU!
zTB$}O14he0aHA-Vu(l}(ST_OFLB9jm;mwvR(QbeycqJrxVq$XFBkowCKuH^_ju<o+
zjm)Hg??ccPQY?Y&5~#zKN{Jll@lp)i*s~*UhE0tpA#f3cHd<GhWCjejaEbuXsc|5#
zSdk}V;*UqGNxUSs+Dw;m;_xjQTs$uT+yw}2L-q_xCZ%GAP|1|2naFsR2rx<0xNzUb
z#nA8@1`moHts?N)v$>eO<pe2)jTcES5`qs`;>*b~%=kDVg&z6E@#9|{jfy5VVG)s$
z_;2i~h}e^-NMyWr0*+r4#?YzgZz93lONoi((`gX<OZhw~;gu2zOned^58bjd&<cEr
z<k9oaQHXgOJQ^v4N~r)3=!s^FNvj8In&L=JHYaOE+JxwY=o2wfC!$Xui$tkid<2CW
z!6cnZU{XXUj>R88784UqIejYX^G`oRfcz()esbgpApUb?>nS9fM01kO;BeWJJuaUm
zDLI&(d#km1a%p~XeRXbid0~BhdU1JW<I(W+MC)K@<4{NaFv5>oI)}Tu2Rb?iS{r*B
zFPEQ74|*?I&A+Eg`EL!~uU@Yn>@L52c<0@H$m8eV+(RlI(G>G)W%}hZ)bhmG{uDZS
zu<=vGs-1|hne016_6MUK_lH`yM%y=rTOpsr!u{b`7c%ET%kM9Yzge5ZpM5?*{BCXL
ztBsYXb2Cll=VfGS>y>NwrlzL4x+dE@x~i+oGc(gYZja4c7)U7$q^0{){hmNdAb7s0
zWT>j8(3kH^^auRG{9tOSKU5gZK=@79z|M<1onMbtz3#vHsI%ivUFYE0${JtBMQ2r(
zJ0m+OkelQy3}qA*7U$;X7l+cer$?VG_wOwYeR!~dh@N*F$jqN1I`8gIefe<d<HIFn
z;A4+)Z=j>IvS6Y)=QqDS`1k+*?w|j9>Eq7e?s6Z-a3J`H$17OAf4zGb=VMq?hp`>-
zjhUT5_OSg8!#iF%B<lB;CxGnF?@vA7oZed}Qf^+Z&%Icjz1!7s?M!)5dVXPgUQtFq
zY<ijAH2hK@UelA1J&P?Tf$ssEAFv*@`%)bK%;ZpxFC*j(fJjp!Wt^*mF2V0i0U?AS
z8ok0;n0EGDVWm~?h7H|na%7}tAo!UTN7fT^TBO)%RD7M14>g@$#@31$3ND2Y%Nsd@
z40${aM$bs(%2McYh?b25yT!rpAuXOwC!uhcha@`Y|4FL(q1<>3257LvN*$pXz;gyX
zx_BoeQ)8p!!NhY>|AIHdu=-slhBZb9#k&SpbQsxC7#$YFW0MXB{`&)%b|_Vea=8T~
zyj%)F9USXW#KDS=_)3J1Cd#FWGLc;>vdhGYatVTH2+|%$tMzID>l&XHW;c1VLGHGw
zJT5(vH3vXXR3$?RkDJ4wxnyHXSRoG*o-nF=jKRZnS&s>T9tsj$bz--k>BuZd&MgZR
zTuLpxo>ADCSKNE9V!G<udVTG7W6fOU`Ih|r8|gWXxn%?AuTNdC8>_nBS#j=4dP%t_
z>uNB!v#4z9(#6?p7shKY4mQ^Gw%?v<X<YAZC$zZek!-7b+SY)5`c8k_T3^%suKFjP
z4NrSpo)2_BALx48+q%=$xYyl)7MO$n7OdJ~Ufb(x+3jq`%}YQwIQhYDy#7z{jhmN9
zl<n`t!Pt(${2f$481{SHo}(-VDRYxUAEt(1jr8vIw7wYZeLFh%c5L9)aM%7o%d63@
zFK0&Ijt@N_?0Ygkv@tWXHZ{CDJ+eA6yfHccXm$cq`NBxo;%Ltr^zdN=JJ1}kKG)lZ
z78n5fo#F2J{x-D0;FUSl!Spmw_cYJ+wvM(nwO+qo6siunN;17=MQK;_0++m|+$42Q
ze)1KoD9NR;7NwQ=lJj{2D~F>7T0&l_mIzb|nH&=-jAU}ISk8eYo|xIS0zyHDJ-bP)
zv&&IDuCvM2CJ7vEQY~Mq2_J&A=Mv4MTB%keCy*U1x>Bey;YmPYCW6{^Myu9<6j`HE
zt(U8`Qgpt^kyxvdX!LTOfyj-QLrso^_XG-qLSm9h2zi0WO$39wTr5{g6hQXy*e*de
z1&>8U!PDsp@sya;sB?`;AT!`+=TbS8C`v4{$l?>ou?b=t-_BFp7z%L&opK5Z%!DY9
zk75gfOeRr+43KanN{-YdP+J8W30;IPOEFO)iy>VtVu_VPWamp|JfRBgf?OlwiD>a;
z7KI|_vOx;Su{TF<J9u>pGxm7I>0?-FL`6hKMMt3pBbFLNL_0$e92Xl&aA_D_NN~KL
zjy-)M?$mJ!he`C&VW+^LbLn{AVDK0W7~eE<1=?(|X&13+LN-+?=3-hm>ruWa_qtrE
zzD&O(9W<BQ<g;s>0=gt228G%T;CsZ;ND@)n%#1!pLbV+^mVNwa^k<(QBf{guJD8}?
zPDDpWpF9z9`b3mMsBvhMEJ}N#HQDb=QyT3Ts%jVSJ-E01Y-MYE{qeKq2fH1E)5Ejt
zO`XlRT56gHnmZ?YddB-_m*&PNCvG)1R9wAMkdd1a474YC|DKofkNH*Gd(+Pk*7lz)
zz28{)`rg9Zd-LBl!L7}_T$z4BNa;oa)?o)6Y;NPYfddZ4w<lA5568PVN7^5bcikUq
zhLjGlzJqxA#c_!49*_6GTc5|s|8i;K)zajfmAP*o+<P!SW*3R73JPbtdneku=DPa(
zZq_5z;%s5QKiOHFl6p3jUY?#+;Pz)(-9?VHORj<<UrBm$w$~d<_oNkivhtI&1I|#A
zJvmRCe^!&8CdqQkv+XihqEH)@C1snOss41V?6Y0|tWa8RL4Iy_Rz+^+vz4j)lkGru
zjOrNMKR!V6-qh=RlV3hue78CK9<%($^y~G>gQe+>!J+mGr31AofACGy-~IXA?|&TI
zop0M5X?;A|bFeb;VQcA|o%P>(djFffd+#5wBG86_av0yjK6gmzK+Ydh_t4j2YzLa}
zt`cW&ok+RaTN>M*8s3>0Zn|>qEdJqAGjfCJc`2D$zO;0AY9`k1{;Vt{(zr8IooOLw
zn&0a8n3KI0j~9kGD~jQKKzZCGszJ^td8|Iv!)c{@2AN5UqNcjC^V7?O93`6}N^<&B
z10lUijR32l!=9vf;9)?NfQMnFl&zJrbrP0Z$dGZ!0!A#08P8(GF&VL7k(orjJDaPM
z$<<;c%wroxgYN^?2z<u>LG~X)_PBUzL}c`-)2Cu$A}EwtBJm0VHPJD|<iZjPC0b=T
z>jD6%Kv%y4Ik4_B5#lf*&NV@78`i@gf;%yrV?U0WT}Ir1ezz-RHklY3dF0i=)CMuU
zT_Lr}C04oADixW;LL-RD!_Q)?j#oqi15lng;zXr5Q6qL3Brc2G<5UOTx{yQd!-1U*
z#cgP1CF<K?TGyxG6^}0DH)ICQSpjpF$B^zfrlr}ka~$~v&ip(FZqf>qvMT(5^>g*P
z=UR)-_MSU8R#`E2^<qourJAgwtD)T5oHK1@m%Gki!?iB2tSX}*+n0VOC968SsIB<i
z;Q32aH)@u8I_Agw`UhM3n`%(7@^Eb6@nG-0md3k{bvxZ{yFKk2E%gst8+N;zpZ2uw
zb+_VXr?VM1&wAT&p7wR@^<&2G-0AJu?rGcY>v%TU^K_v5NmuKm&gPe6eJ@6OUyk<S
z=3oS`ckcDK?+<mqo)~yO+_Tr${&cA80G}G~dpg>)H`@JdtaoRm>&4{Y!FWGj+#m1W
z9ch0#Gx&aG>d8p&lac<1lSB8XU}_tBv@ni9IiNP8=fcJ7Xlor@9U(UF8`I<A7`mQ&
zQwW&tLmUlc@RRLz-8ZgvR9|hcx!PJ?*<5|Ksk-*&g@&_P)dlIz-lRN_qqHcqEjP8s
zqV@Ql#cA%VW{o||ccwI_%5Be*3eg~t=ty*{6e?KBVVTgW<QTV6%pw94F5!Vxm&kZh
zg#bW|(0GMKjCM3#qC#zv$n|{8=}H}64ba!YCxc{ap^|_@5g-_OZJ5fDH*2w@&)tBe
zRFsw>jz(its|^76?~f4yI56L$a!@J3q{?Bim^AF!QI3kbc6=WUw9wJ<rF@}GgpPAD
zM0Q*V-Qn#b)8gYP(O4~zBcsWP438%PB@sO*B9T}zku*?+8lFPQk}zWuqK-wJIvEii
zgN`&B2bvTl(SgH9N<2%T<w=b^nT{!frY<2qfkR<IVkb)A(W9t@3z&m|9EDb=SLw83
z2>_Xia4imnD&;^U#012{`$LTY4IYPpj+kSS(7IFOND1*|xY}bQh@?|4lLc=+>ei^l
zuWBrI`HZ+|HaQOVKt3O8V~IuvJAwoZfZ3q5SxsV*L?+^B6-<+cZPkj=tq9Ag#YFeH
zZE3!9K4-DVp6PdHI*dLUPs61McoZQkjvaqIJ_?+{$!I`4r1A;zoVW<uu_LEG{TWdW
z6Z6@z#A6&eL%`zljzvbYSu&S0;MS(--9Z#9$@Q8W4Gr6S2hX0pUtigto4hyJF?GK1
zO4YfW1vy1U1tpc2uHCM0?P%()uW2bSx{?zr&GZ-Ngvzr@FEnQ4{#$<Fzn^b>ygvNZ
zqt%!DYj3uuzg!u|%zikwA5QMj$v;~h+nF2Qo*4qoj$s^AJgn|WsKf9MPaFbm2u<B!
z`^I4V=1}{?(JuJkf$T(8+~OFncrd{5{&s!-?fT-YwWaCiM*siM-g^c&ny%SlGu_jf
zWOp;?2$IM-10<1200aR71ejAZ=g?#`N00<_&N+9p({!59Gk50RS*`BX)vjdimc91Y
zT9PGey>gZRs9bhQ_8*@Ym^)rox#s88{BYG<Uws78WKY+S=R41H0+;Q<kNFrB?tSB^
zdueQKE3K@sIxFo3Rj$$!Yd*%#FoNak%=t!Jq1o=r0$69`IB~RQhstDCT5^$ZnURCt
zpF?G_qy0I<Xjhr?)aF8?%cRV-YE3!%OubTW&(yBC`~TwO=N~V2F^5Mu56;IkEZJ9Z
zaR1Hu+Q-w?kLO$O4>w+Kp~rUR)H5<(?_B7ze{<UL@BTRd-+!EXHQu<}QE}AQ`g~^O
z!}iQ~L=$-Q+gBIgy}0mA>B*{{RLKyXyiY3ci?Z?g;C#dRr|X{cl?hz&snZn?LZs`8
z9L_AA-H_?X%0a%IS!1*4VePe>v=);(8(B2j>KubSOD6;2%2bK9YLP}KfuN2kI8-7P
zO5dbx87+Yk6&xEI8lNUkSIKpLcZ0E$%`)T~bY>wQ)>9I4vQ({wjk08MN?0m4MI_;-
zV_C#V=F<{5@u8@9r^SUN#014g2S$h73l6;V0NWzOLgGg(AuI|>5pj@)VQ(B6`!hrG
zU+h!A+G+gFTX$~Vx^?HyZNGcB@7=w5^RsI=KD`!j$3Gfd_XJuhkeyi3u`x%AFhO<}
zHtAkuC$yaf90#})SpNyx88iaufOUH6KSFkf0+@~$acC+36|xiDXDERCEVNrNQS_!3
zury+}PRiCRxbUYN)dF({j?k<UWvj*6YEiaIh!0J;;uXEvnkBJk${d-pT!W1CwC1Rs
zxfw2-(qWcbGNmRoxD^{qYI3VvTs7_akJ?<tt$B_*i^ZwVEHmXc<Q2CRR<sn9H#kdb
zZ21-0cDz_sP*Go4-c|Z&q^fSZv1zHRbJIP%xiB&B8CsqkT%R1;au02d^lcCI9E}ZL
zc*ajBhIa<L_XfL8$NR5l#@+yP*XF+1SipI=I{SKY3V?exH*q;Leljt1Fxq=GK5#iR
z_F~cVYI*wk!sOZ1(79*$>Fns$-1yVkv5V=E%bC%aOH&`V7QZ{*`sQH$<H6dOdn@?W
z^lWkB>C(irm8pw`@r&8<SF1B$AFTccirEuVfBE&<*4y3H4+qfF?0tE$|Nd;})&3e{
zXOJw11v)tU>FONV`nr1<1NpZnyYJ8T-yH9}*j)qeue%4AhM&w0bdIz)_tw{URy}Gg
zE3PWYFLfY6tK6oovSoG3@Ncdt%+a^&mE}^N&YD$e(bQ#TWIIijmHF)!Ly1J7L(8j9
zYed?5LQE7jA(ja|WuyXCp;!a3ve+pAXe`7zq#BscL$quLN2EeQ8v_)cbiGMvLMdG&
zr9(l>Lx>fkWqAx9pUD$|iKF<Hqs#zX7YJp1ffPBaJVeC%4p1Hk88yTchgdZMI^nTC
zkA~|Fv^_pL66_j*c%+;i;7%;<=z2r0JSyB16Jh|UVQ_>b1V_PH6AeRca7-wKWcNa1
z0wPE?bSUw0!x$Rj9~yY;zTXY#a&LY5>Gg;A?uQ44Mh4@FI1D$jp;6SBBz9a1J1Pmk
zj)Lw!jC>Fl{V)Pi^Q;6~rcxIk5Q5b_lZj3m%*&H7B|w7}kex>SK13DFXE1mv^nlN9
z-~8lL=;%@qiyIRc?hT7V7#%9t(Fo6HGh?D4%=3>7dq9Z|Wh6#$lA{I8Xq6NVh&%zE
z!K0>#Sji~o5VMmr(`Cr3Rm&Mh70(3oyGmP}V>at~wk)kxUt&@ho3*ZNty8DW7PFNI
z55c+<$R2t(^uf&s0k`jizlZq4%@_IbUdY{>{`lQ+?UPSKZrv?SWUlh{anTR2hg`pX
z&o3c_s^%LlI;T{sR;dl$T?2D7>+Q`0nQDiWqctdOdB&2m+^XChm(}XB=N36~OLDCx
z_MFmuM^$-oOMT^&_JY1@OMPQ;<(tjr|NX!GhkyP3SHHbFd-eIz*QXml?5un|-2$?M
zwv%(T{^4L14mfnUzgU}waLyNBLw+<C#z{imGI;v<>GZJI7DsIFIDmVI?y#NrIp$uh
zOak1ovj6IE{ddofzdG9MEXhZ4%v4)Te{J>SM-{zwwH*}|WmaoRwxuq=s5ZZ-z+^$I
zyTh21pKUL&IGje*Pgop!q|0SHbmm-*iAc&d*;dHN({x#Km0qIIilkbh1XneOmnD^=
z6{e=h(OO;Teo}w6GxNjiqj!h%UmPu=wH8BoQgTPG8yL=i>-E9CMRM%^@|)e2R~uxB
z@P21{sM^p~#DBG3`M>;e>EC=iaWPtbHZ-t5(04x9_rt5@KYqRc!`tH@-aPyM<<WO9
z4nIEK^_kp%9L}GtgR}pnmM8wW{iWyIbI&%WkyD4)ueRntKU{ydy*$&`RbjUo(^R>c
zIR)AIxdunBG0&D|M^CFU1A=+8G2IM&w`i=!bfk70v|{wgr~&Q@t^%bn+!P*<iba_$
zL!vgSvNUo%%#ulQEE(!;(=i3n<YeiqN?gr_bqcyH(jP_bG?@U=4hk4Pgy<}Yp;IDL
z6GCAvNsbRm489lQ|CwKSKv=|mEZjrGVa2}dj~|fRpWL|d$@O0hzJKN${c4f@?%jKS
ze&~WhDNI0sKj8fiU>(y)luV)Ribmrzuu^A28V7-#2(Zo~z%5}jB=DZINI(sNbt04V
zPSmkgC#;+xxQtM8xYXfjBOW&;L3SE>k>I}XhG^gkqbII6Ryu<UUXOA&wUDiqu=PN8
z8Cx$0zT<|QDdie)Bpkhnr4=$YLY5ZyGG3+<zp?mc9Hqdl1oVh4I$4emxpO3#E>ow>
zv1S$&S}TilD~oOACAN}cYkq;*mT%5^R8ZVnUDsLP)L2nf=_)GA%daXZX(+F1t*U#{
z*x6Ov^rW_7sHw@_-ZInEu`=4f;Tc_-7+RYdUz!-69qO4Ie1aFZr$%?CMo?wGJl3~1
z-oH0Ja=tSCVteWHeMCC1zuH@Q3YXd9#KGM75rk@3Z6lI>dTiG-x<5-^Iff8@aq4Jc
z;$&&^e0An>eeQB?_F{Dgf9loV>KCUwU-=v^r#r6?*3Q;v4;Cj*)}}9a7S1-YK%aaD
zHPPADhl}lZ7n^U+HlH7?ULCBzINZM4U3<BYEXpmQHWczCS#B0=eF}Pb@8EqLiE|h0
zi_f-Jo^CCluFQkTZ%vLZ4E0X-c8qj&bT>d8{HWZO?=a_>@Pnu-u<Gkw)+ZTqht=3%
zHMFJ)TynlK$AAt9r&eLM8cK^DjRuv2K_wxCC>lfaIKY&e6bED{D{|mF6EMv{j68=&
zBe0Hy3kc_c>}f0<o{Yv3r;_=+j4qZlfb2XT*m@H7;84&J%^OVIyi}eLxR0P(_K!Rr
zQ+E-EF9x{tfb}97>WL6p!}B3Ka2y&q^s~oBN5n*g<0cu+k)*<virm#yCY8#droze&
z&K?yJ9UK%7^;&2wH6jU9^n~!l#E^JuP#irBzz=erOo^tz8yXQ18gefv^nQp}@g5ZM
z5dBDDfOTYIg@uI2M#Z9Onw5fd8#)KFI_%OT5+eMdI}c0<jDlq!PX%BfaG}M-qVO#;
zDl`o69TgZ9hZu>VK(xct65?oRsSLRH;P%a^pg;`O<0GRmKzne{AFi~(yLWjAyiZMv
zAQCsfl!Q<bJ0V>}HKuWF8Z;j#@RH+s*xGZLYAMH<#x*03UO-dwX@(4rDTAx#bJc7q
zazssOT#H(fjkTxRWzss0Y6n{8(3~iw%kX<OCNMViUP!<V|GS^v4e|>P@<-BaP{6%l
z|GN+G+`Na*=jhLF_ur5I>qt%8?FdO^Wa$0iJJ$n40+Lc=_)%e4@e5KCxN#9ojQ=Sy
z0(z1ZKc}{=lEU1olG28%y3WRyzNY4Zy1L$)nx6XF{<@le6romBjg;keHk3BQ#QvZE
z%YXU;eD>`0_m>xcetz_ulkIO#QQc0!-G}c`)4lg)*KExL)`?Vpa}GF;nLI}HFudc6
z$vjf!$%vlF=81Ct#WHDtCCq)(Yl7Qf{0fmT`^#S)ZT#8u(--RtV@=h~PFrcVt~gs;
zWjEKkY-N^Ar#7Q3JM)n(yC_SSou<$!lvx=nlCPew2KJfL)s_qmPIkJ=sFY==D{|Cn
zcD>4F(v?_^kDS)};=I<1!twU%wehaKIdn4(Uv5o&IA8ki#m2|W<#z|3cl&c+94&u5
zB^!1CI$#}3c3kla==?VqTgcCUja9-HVsh7BtPZXB7tget-)uhmU;lFM-~O<AHP^A;
zTemgZa<cg3i;KD6z2EtW5*f(q@H^pn4SIMu-9XZRlE>o)YIz)J>Ik@d1@qn!{St!c
zQ7ZTDc;oHy_S3D^*};CK?^-et+@pcz&7uLCLsMr(->X5Hsg>zL+cjc67BT6(44B=t
zQhkO{4bwWxTX|HGjGwNOXrZiQCbF^Ci3>{+bCibkEL*0f%;|Jw8EhJxh$ad43r&nl
zR*KXTjxshlK>&zBJzP8oZuit^2FQDSXc8q7+bkqZ^AKtW`+Q<}OqhS5|Bbs)>i!Ji
z{$ii{)grr>s^9kW!{Q9JZXw}F0g8xAPN1>q$c7cbu8tfzgv5FU@W_|*a&tNc@4$4h
zb#m|`V4Vw%90w|Q@NNv%6)bGe(cQ)&zfO1@6^8|}oD$P`?Ag6h@Nl(zMe<%(J6^#X
z=s<QFirT^1wIa4oj4MMUWT?e-gw?2l_&gNEKu%9fXJKNGcQR1<iVBUaG?7IqwkRbz
zN@-5I+^UgV)l!REWYWtmR%3pFy`nhpk;77CHRd@iuEM-xxK66ds=8V`JDc0;AJvxT
z7Z*D6%L+>xtLwXv2H*Llx4EmMrm?-IwyU|JzoTjNN$c!D_v+Zd+DQM(#K`>E(CkS6
z-00xa#K^LHcy6R`Zmf4{YG?)NE~qtMoJ0f5;o7Y4>@9gVXU8@nOIw&cSe`ywncZLX
z?95GU&$@BlTbRO!_|%VQaca+d@XnL<`HQWk^UcNc?d8k8)w8Xoy_M<RrKz*+rB`RW
zFHg3g9<0AU+kJ7odA2=I&dvhz;g2_$_SY7U*XCaCt-U|pdvmn??qv7H-a1J7(c;YR
z^u+e`_#yrp%hPKZJ50NG=RDgpQ`<A1^$GV>PxoMF^HA60&idAx((2;8q8wwcUS%`t
z$_wm0S?ZcJiPMqYYSA?U&^2;A#y?Vt?Pg70fwlHgQHN2N4`l_F%4M;5Oa_yK2RI>`
zM;K7HlSw$b&Pi(<oxnOD9yhu`${<zjX)M&U@}wkS)`#pOIa4fWN~KW2QAu(dD-~)t
zHW$wW*rCHBM@I_%pALfPnMgqZ(DTHoWk+6(H<AwfcOeUZkfh8d#V4U@H988&4y8Ld
zJBr?@9BMK>g@U&Aqy!ANW0A=YLw;~*Vo+o(bUP2oNeGT(M<fg4ATy^!V~#;OH7*s2
zG-3BcBZ5$nl)_?iQ4<484)#_NVaSqCKx7^wYiVeRrLz#higp-$wWQz}UIHUEEIug&
zSx|8>m|`QrW?)_pmmIQZLL(mrBNH2_jcZbLIFk~^rJ@-Np&VgoqmBv<0abtKcmLjv
z+y0+@hDHoX<{tRnjEQ)_rN=6T$yx=?ktNJkGo|zxeo7LF=jU*QY%1bHY#NzS!qdxn
zMm0w*rf}k;SdmEvfh<!(&(q6Gvh8`se3J&SZq+F)T6wmDr)I>n!Pz4NP-FVwHkRr4
z@K6!x2Tk3*p!@zo_wEGTx_Orp7(OF5zE3u9-lf%t^D-cU<?1<@#>=g8i3!n>nC&RU
zmUMY8jNs}Fr%qdtn_FF6+)`1~UDrI++~IENoM>)$x3sz2I;L7$ChF^l8|o*@YX%FO
z9=km=|6%>*e^)T@{m$M$d;R=}m#1G{?tF8${S&f(?WOI+1h>C}nLH-&;NyU7P<0S?
z-#{L-cf`maP4pj64xCO6o_U5anMZ>RP#)oRn8ts;iQ2eH=<B|K`+INki^J7FynA}J
zHZ%RWVW_#Hud$@Bp?IRJcDBEHxT$=op>(3P8mFhaq@gIUsl?S%mfupE-&&U6R#wna
zUf5Ay)b*%%sJVQk^^v=?#`C0MexP+_^zpW*?{Hz{Y{mU-eeB)g?A!fm1kSwK_k4Z6
z`1KjuX(vDId*1BM!1V^z9H1N`I)FR&>}b2ghu>dqe|x#{{t$xs&EK5wLS699$?DgK
zvqzIHo+it|nCtKVoAtl@!_>>2`WIWHZx7G`xAWoY;#V(b$uu4zHVByYl5|{sn|EM6
zl=B4Hy{U9Q+74I;XUFx`&g|9t)U!3uEAWM*trt7%YvUsWjg76P<*3VnOwO2|X;z!E
zNrDZKolN7k5@?t;Y25U5fl4jXYQ#E}v!gLsgiso`9O(<<R6%lhN^&HPnaIl!X)W3u
zm)TxywM!wx;woj_w8Y314iypMsGQJ&p~LMiV}tlh*%Sf(2tAHXiJ&G&(b*J4L<%Ix
zFQu^JLL!6i+`oJ6_U%t^{bKO_GvDY}i|qb>xBb1a4%HkMeN=BZ1QWR$bVP4M051f%
zLjw=a?v0ouE;gSM9v@;3?;XX1utPzI_;-}C5{xEpbXEqBgN9ZO4r1ZqTW1nvCki@z
zijUWMT3oqo6@hj5;Be@Gbu_wagd81^-N(%Z1l%<|rUvaWJeC#*H@<t6!3ja+1tz)3
zqL5k@GOI#vQ^<1CFm#mX=oGdbbhqUempaRe>{#SEoH=<FMdeMkjqS~C9nI~XjqP>i
zHKoqt5@&H$ab;6=V`pPWcgy3h=ErSSO?9P@px13}tm*D(80>EH^mVQb^{x%}E)Jm8
zbZBL4bai5Ub#iPGC_mIYKia=CIlMeEyfiU{o0Z8CoHfYK=O(u1CO2lrw`SZ23)6>7
zvqwv_`||+P2^_p~zP|KqXYFEh=?qf#<=Mj}U@md1ovzK}6<oK0{>YA7o5$IQ<$QVO
z+3wo=i^F&42k$SBzq~qqez>u}ga-rn;WDaP-ABvwJ9FrNL9H{v^q2eV7`eYX*gTj=
z9L>!BoM&g|$H$4Kv4M>#_tvy$WqfRLWO%Blr>C*uadXX+w)W=g=JLWSS8lO6Gf$^>
znlth6Golc=GNeWJ>{gSeIzybFnGSMOnw61f%Ph&a)|MBvX6c*^Ize^@1NEm24huEn
z3?7FL4>l9Lo0-gk4TeVrvh##gp@bn(ux05SSvpsm#>NC5<!&fy7lN<@?iDP#oWtis
zzD|KR4e~h*u!*TnfTDK9*%3e|J+MEWKYfT6ITBVQ<3U7+eKQ?Rsi<s$v@9+LDt0XT
znH(CEhu#Bf5|w1qBqrih-k`Urut;ENK+wZG5AWT1;1B0lKv?|4=#-H7c$BwCz$%`Q
z6rB(WnttzL(EVU!(2@T{w6X_BgaibUpB-e*rqXbYk55EFY*cV0=J3%E!s$^IB@6q+
z_@G<&BkzX=-nkDCJs%pn6naX0Qgmnp)Nxqt2mAS>o>IU_(a6!Lg;d961_eU6h}a11
z>(Rv&92@}g`U8}?`a-kOiy`DBr%PyhB_q#>9TiKBDqEzy!|Y2*rP5$1Lavj_tTkn-
z({&ka5j!F&)Q=Jvmcis|`ILezX??z<#9n04I}Pbpz0#VQo~w}<QOiY%NRA7R3GolP
zd&AG~R>0j`es^#C``>%$he5(E|C=}NM#WI7sygSJC#KWOtA%-5RgpZaD&170vOIDc
zADNAhEZH?yTfI4_#*|ZS&1=YUHCUW=jgKcgdS^R(<~n=lyLuP8`xc(y`eeSVd-ieH
zOl#|SamRqOwR0x7{y*{?FF6+YtpD)#61!t`m=ewo!hXC#VBLr8-t3yUJ48G8YK<hx
z|5y{_?Tf)=9%XQ+o*^8p+R4q-AmX4eW=5Vb!r?yia&7X(>I9Jen^UsJdcHpOo68*l
z=o^x+K6{G5y!n3Ao_;u4e!Av9TNrx2>VCB`d9gUWH_^R2(Y5P-yffChHQK&4+_pK`
zx;fCYHPm`I@%U(}`((QJY^MKwcHm-u@Y&+<^X1W(s|dUudAUAD&f3`Pjfpo~9^d(Z
zxEPX(KMxTdm^)hO5m|$=JPsMrU#x$9zVhYC^0$P@?|*r)j`6~G=iA8J*&BH>R-5;H
z<I&&!<<P(RoArP3-R}1<AfLPZ_<Z;6*{sh82jd%{9PkY^|8dohWE*c}&5y_qlRK<%
z+jCc&GXVF?mGNh*?q_S0Pgf={VHn(8e7(1EzOt|}KHT5XROKjkW?G@C%hsARGmM#O
zrc4F0L|{|Wss!3Jo=VAuHyKGtnlyo0!B@!zDkWc)#!@h%;fWDQ7&53d)nbh)&0xvU
zGh-6*`vCEWT&h6IRX|P;=X+8Fg&K<y6aM#?vywp1c{nLi^w{8}xZtG3@KpTI$w}rU
zM<qrFMuhkU1^Wg54B-A^pZe7zd+<X{_Ci2w5Os-CbrD}7;6cp}8jk!KQ1YMRXfS)1
z5=<wN?{e7H!P5!KGrXpCh~B+2ISAd!A^9^Ir00dB#*J4GuVl~^IAHF;ad3GdPb=i>
z2=3!O1m82j*1^FA9Ib$(6R@?|wu7qUN^aOX0mmRhS&YCa5tzsknx!JMOq`8-G2bK=
zWlJR%iPRzz;dN8G6jd*I_RNA(I5cxy`DR;Tj=iq5yr;E&q^EDFyQizEy|KKm(p6TT
zS6W|M+gaDv-3YGQ-dfe%T-i{A<mZBtx{C7lrn=tFrr{?oGyPqwBmHYbeM`N4tAj(E
z<KtVC?sb6s_{i$`@aovm>gd4A=-|rO(8~DG@)(BmgKHD$N}Jf3og~+3_rdJc;hg6P
z0=C(yU5^_F_s=#k5ZipdwR*X}c(OQyBDSLi4+7rN-hyhj<HhM+7|-V?Pgdqoy?U}d
z2kQNF9l27Qul6?H9AQy@@O*dmVBWoljQ2VB&eYh^+|0quG=3hhwpT9J7qCFby#0J_
zaeHcf$1|}zGqvS$uTPC_%}gwe3@(fe&Gh$=b#@N5w)HhOwO2jrXsqgJY^o`%FUT#=
zG3Fbz_`O|V%B;_~56VRjleWQOX)~%TwDMwOMwKDGz?$i@WtIWiOADH_^iH@J5jTVi
zRUVHEO*@~1)HXWO&%8o7aCQXEVGd8wSuAJC(>RKBE{;qIe>#lqRKAoZkTY<wZHI!6
z!AO8;CJEs$h=8Fc(3nXqZZZ#<HiVv|dX&uM!A^nlXia1B7)WPBp1e1EmSoVu+6ECF
z>dI0O$QBoaJv)P$!bVA|fCYmZg_aD+rz9ny6cuG~u!NxTFc1+jet{1Hu``c`9zHZ6
zH1r-u?TBIwh7>*MeqaDp>vsZz9$>T;6%iIqk57i*Hpu@WI6EQisaTjNL?ALQ8U?Ho
zNY@OxivrY$RMfdVj12V)3cB+ElYDsS*%0u>C*x5e2F(m1VKDVXJ_w@5#;2nODMKLR
zrLa?DIn)FU-VuZs7ZC-iUQAeIVpKSa<*AgUsPORU@UYZG<hxRof)t&Ck*URRRe0x^
ziHUfQp)ioJo2JXqyL6^%gTbLu$wa(3T0$@@K3>BUsCbEa2H_)zsl;AjGZq-tc0*cj
zX1YT!&yljz>2dV<keIOhA%1u6-@JbNvuii++`0!D&Ml1MKZ7y<?!)NhtXB8V#rG}!
z%g*}Y?EG%Cz02t8GTIwU%r*AhW@~O!UVeM7v)Pv4>@4lfEo!smH_vUoTv&TH0~goK
z;q=S_j@!N2+cVqVKHk<g+EVwpytc8VtY%bI_=1t!!W8a|cmMwR{turYet5P;IJ+0w
ze_FK@d;7uayWM4PBpn&QgSLaPlj9}tq`-ZC{OR1-CDN8=0Pce)An(&dmvdv7%){jV
zVHZs?D<8c`3S@t=;dzUYy36hFu6DjSS^j))#tW(I@AiPa(_bBtTABB|Q*SrMUat<l
zSn7X1-}`j-$;DLXnY-;|tkrwk&fFarlU<inPyTdzo=){Vo9??>9J!nuc)mFLX5I5<
zefs6{)a%um54+3ncUL~&o_n)1hi{Fr8l3kBONgu?nwisel1+EM`t9ZBmnW+q4p+Q`
z3;a9m{P67L+vCI2sqxi;lC!nKzx%88fB4&{fAQ_^w^wkuAG|vz+ISFl$m7A*U+t1E
z7+=>Lw(5k%|HRq7@ill6$PRobH8ESBt98J-`(oLBwLbG|d-3_k!s+7FTu;yAiaLOM
zfyL=C<M)8YkdBEc^vnj0P_GeTCXW~~RT@{N<f#-me07>gmm$(AnF=mio@f#|jL%dd
zCy67W3o}pyhlqtlrU3a03=y9ul(3{ihA2KPG3-GktQ$%}1|xxuZ978h7zv!Dh*W@k
zY)~Rb^bC?&mkiSiy5V4Z|Ha_@XTH&|7TF_1!V_Z>*))!bFPDl`VnI3|rK=odc!}63
zd4Xd+6(k3Vb7Y^+pi3DT$Yb`76j>56_hTFl^zB6YPAAw+;2Wjtgo$T(sd}34MJ5ev
z^fcCwxpOKIb|FtE;_Gq6JrA93K4b@`v$cSD9!m|Z$CY^70qf{(7Xr#rsgdJ5;OR=K
zRVvID^UV^}PDyfr>|!yHJzFKuHE9YQS;YlLSDqo)nPshX7IrtbO!N&-_76et-CS8$
z3)6aGRby#=dv$APZAa^)=DOmVs{BeEAbw3rMMquzU}xKSPsdbW=i+eh#>DU%@Op4y
zb9i`bd~9oCd~;$9h`9&go)}ph>fIO}#I|~S5}z8y+3^rG-=Cer%@$C8a%68BXzn=y
zd7qoy_23VVA1_Q_tS(%xEu62+9nDYSmHipKXX<omhV-&wHNP~CP`K08*~^VZybUiN
z1NxU{P8X+7muH{i#r65)#mRjj`^?zBXY9~3aXf>EhsmAkv8}1mZO@pGt?y1xl1CBu
z*vi<*!pQL4@SyuiSATPJXH7K#{c&wgPeVg*Q$u%aU0YpUMgAjORsrVlnsmEfU2M`f
z<YYb0kUQ<BZo9cHOI?zgUS`%b0NEX8m(@_7Z>uYIHt02WE=Mj9Da2BlR4SHAQ54P=
z37LF8oy(zeIDqw3K6G)2la<gV3Kjre2HLJ*OJq!em}JoTXgg-|@We3~FlN9m4&NmT
z<47V5m63=B8T?s+giG{tL_S9pbY6UCdGVcrE*NygcsV;smxUmol7!~An8eta<fM2M
zt+SyWN6ah!k7gmtDiwQnY}%7hT@w`^jSRX#48UU(5^3nLiBF_PhC~M=>;YMD4;~;h
z=FaUqcW&Jcd>9-Z83$Mglf}vpep})qiHc3eLj;~b5|W}Kqocy3P!)%;S?K5>ale1V
z4-0xqRAR7S5S~*6bPO%HtV9~>P@$_wa9m6%x~_t$F$p3py;w=?lo)za6e|VwvdMHj
zF#xLL$bf;KlBkr4m2xGW%8ZVRjgN^%9+!km2a{20_#zRF%Sz!eQaLRAd&<)@UD~`Z
zxn)3a?l5FI)mphKO@KAAMWxkBn9!TLOh{mH<eCc1+B^f6!%91(ZW$syhr*2wiUc77
zPrvpFB5AJQx^?@r>o*a$bMuDZjT-^??nf#0<u7O7Rt(PN4NMo6^cR>ravhKJi#nUj
zpVZcj)Km{QAQqx-sJeEbwqc~~QC~svlhv*F>l-hYmd+ODjxar%o!TB9T<B;StgULR
zE^lrsepH)RSY|D(v6fUj3oSCiXlwaz&(?qc;ryGIhrc=Z4&?t4ZTE@f5jhKdgrkiF
z*LY|0z8W}hI}F*aKbwcpbo58s?&a?Qdcgg~+{jl4D_<Y3e!e;TW@jGf6-vz40q&U0
zFMrra)coB0z4<rW(_q<ewkJRA&Ai!~c(pzPSif56y`1g7obEcG>O389I~r*|9Bw)s
zYTO%WJQ!*|9%(xn?K~ZOd^X;F?tXGH(Q`T3|7>COe0uO|e)R3?^xM^$7faCa&wkij
zd%L&#`OX5q``cY|_1%1NxboHU8V(}q0P!H~U!1JGKU@UFqh<cf<IQi*_W$ha{D-GU
zcs?0#$~#-C``bUR{_Q_s{oUuD_t4{=AA_M2WQSz#U>Rd}^t0oj!u9FKG#2Yb8^5>c
z!*?J)*gC)+ue?K_`_2rQJNjatu1!AQn0dN3b-pxlw&<RD+|f}|i71;&S4pw6Bqu9Z
zpKdZJOeoFFl)`ST18rB4t4@L3VkR;U6%s@ypx%oj;3T02Q7-2yIVn7tK-o!b8B?re
zN%6lb7Z3iaJX#zrH6|6dP$XaZ-F|@fkZgSpo5BwB4~q{?;HF>>&qKm|d<Z2bC?O#X
zm9Gi$Vc2TL;`%dy`-^?*SBvb>z$Zbkn*x24gu|3!Z|+TlXVd9y1{8G3Txv4c7a@yT
zD~&3mK}v^`7sA=W)A4?yh$G0(0C1CeJA($X9JcD@z{Q5`ISxGR(7mIomB-O?S!$wz
zXJG}e6Y}&zzCpm#^Eq0A>})MY@u+jf6|Zpde(w=*GeOKH0yA)2Cb9s#arL3RQj)8b
z+LbbUn!=u*o|l2uURqw3y3m$Yo@c7CXBIoM3Ja~pb)~i4O`QYnJ>5+m4P~{J&hkeE
zRrO^J&5v3d${Q<PNNFf^nOy~zf)aaaO-WTpZPQrSllg&x#ev?X!Jc*Z5N6$LlfxTh
z!<*wHn-d6f8QX*wZq~gIT0J$oHPR1!C-)e4V}Fh87kI`AI(v4f-Q=mjJ-Fo=^}#ga
zTX*M>%|5yV9o>=#*{zpb3+L;Y)guCK0v@!}HB8j!AelQ}o8Db;A1qH@Y|cO3T0C8y
zKAZ>i<4iyoceprtwgz|G)ZxO|$)X$Ly@ToT)43TuHjuwCfPN7kH_yq^+{OCp?u=(~
zXkfY*5nDY2Ev-EbjV%=wtrZo$jg2E6?e6Zb$-XCpU5(Av)y26bMpbTx#H3c(jQVm*
zW^<;hNv(8RGrP>X#!OYANmF6fV=NDqkkyz`Xw3q_FBJ>5h<-%>I#(bRh`167R}5=8
ziJGBt!PfCJET9QsQAbL=m<p0EM%g+b9x`~O%aUB#WN707>sYumd5E5ir_m4>?`?Qz
zz=Zyz>kTt}z8H*@3uONjzH<qMN9Y`C2k;aDcNy8Uv$1DS1{@~DP*Bc}k$M7>YT}R^
z&)`Bnj*S6>!DhgSPGofP@yU^q^l0puQ((KNgE7;%6bc>L_%ZO7!Ok8`@csV%`+<Qd
zjgCu3Z*NSZ|GfvH{(;!DCn2pa9zr_`1wC*S#NJTi!lNORL*_j4A&__z77!BgARJkD
z;lYsz%aL=X8C*GL=Xea^;_s0{k3&9Gz{B{E2zp!`Js}#I@PPGH81Q3bQWKJ3yGL4&
zm@m+3k#lM(C@6ukL!r<~#Az8ywJt*?7xEMtEG{Qj%1t7|Q#oHDl__=kYS)-BcR_Dm
zG}#{8oW=PC5SbL^Tk~@ano_6Lm2I;b9o8(DMdt!x*U58@>5i<l90?P39uW`j1R#ax
zQy}}N*AYqsBfyQDcVN8p_YeE*Q@@y-!DDP&wcP456`3WudWOZMEGjK(8y=YRjP6d2
zY>)IVcehTqH;i>QO*Gex6+64Diig{q#=Ba_JDZ2w>wBB3I%~_Cs*0h|sID%mYAh<L
zE5ui*EH7<rFQ`%Gsw%sR-#^{@>o+g|aC!Fq<=$^DkXl1#@;{Mx0`8#g+Y2awBZS@C
z>k8qVS0qmeJCGfIxAU2ipT_bRv*6Bz#UD=&VlR(BbqQ*}Jo#p4@gtO|0Q%j<x7+hy
z>@0q@xAX<>HxYy5dABqDeiw!2p3k?YUaq^JE)Ad0^^-H(f9gTHMfZ`r>)73OFy49S
z?mBdLAG)8AGv0IL?meF9KP6!oJ$U7KqW97>_<U~k1qx?ZJ+C%rU+pZSofbQVcW~(M
zEJ8N$7D0IjtC&b2md7g>T>o&i^3CPu?_TbHJYRixu=xHEaKHD>+1A%b5X^5rUz(k2
zExcH+{#V~m{PhpB|K#(j-@POmbiQmll1}68ZzWLfZHEEA`xrWGZa!GYD^S^CO8<Hv
zm9MjxYY_U59L^2H4d?U60s5Ewo;)e5s&f{VIgqncWXrajb=Y;<Z5oGJnWF)77wNSU
ztlcwFN+3oe8O&3uVlFJw2|QjhYL?R=l^3!ke7cB_=X!=DotGwH3I%ilAG9%^hL-k(
zh=d@FiToalW$DGvVi;)rKf4!xKa2$0q;P3*@VQeWAH={47Z(~A8w|o80~^aP2H!vP
zjefPro)k?%bz^EG+N^ohWC1l*K%?>yFG7Xg7l~F$94ZAPKt9L>DnC+E1SwP@jUfSZ
z$A%qQvP1?CWGB;jB8|fVEBC^B28)paWQXD%S3o&%TqMYp2(tuS9X>?BECF}S-nl=5
zIH<aitC#RIrNS(!&?pvWi2(XsOzd?cZkB{+lJd<sxIufn1QU3HStf*V&Xy+4RY+`D
zvJ+U($kS#xvowV{hEiKrrOi}@S#d>SV|`_7LuE@%No~2aqBys-&{|ULD61`NsIP1)
z&wm8&nPbR>xg+0NRO&2mu4x?X=vo{e*&26mjSg=N_is;*?#@rG&WvHkzCJMmo&4sk
zdux7TYj%8NdUShoXm@gW2RixbaU7`Ba7Y@=@(eoAk=lv}0K5%4x?Qi1Zhy%Gr5vu1
z$(?U49<F*$H|I|wcVC&>o*&zq8{J)W<Hh5R+5I)o#@r~f<4(8cpY5+)Y%iXyA%zCY
z_PNuI*^`Z#%iV>iyYr{(Q&)KAKSD*L2ZgQpj^6J+i#hz(6dp4sf$UpT6O&z!2b!9@
z>l)iCYx<g6hT7WZhKBYR7k1}om&Qh>2YUw}H`SGuIn6GO%p^nNpUjq%Rh?^U)23CM
z4HdSm9w2*`23D!cY)!LHkuT*-xhZOBfwS}l0=_yq1ygvLP$CtI`9h4!;cnyjPBNE=
zPB*$2*&%UH;fqs+5}H^-1G3{v8s89RC#CUabbvbxUFoz~NY-eGbwj!=sc}hWuqY&t
zQo=xw8$g^V`Vr!Nt~cL&9*!?KXAocGMRqD8R+AFruxG~v8w$FZxCl(QNlH7m?OYZc
zT0a)BJ(ZD|$cs%>q_Q&bt0s{dAD$Qr()s`{o3J?e;1c4{UmPA58Xbj}H>AWsOizi6
zP6!PQzkBUgR7eDhY7^rUBg3O&qGAzP%SeLIE-E25DGVhSk@3tFCQ|N#{euxU%f-9^
z@<Nm_L?%HtPsM`-DX3v2VuSxMBq=;v#9*n!A{mFnN~R!LE<OU;?+H8xD_y2Afq1*@
z4yUuMvaYhKEzebDG`TVjHmy2KA`qK%GSumqsYRsGBTQ0;%>e6R5l7$2%wCk}*V8ix
zO^!NOQDwffBF|D{x7cecs*4?!7{vqGt%d@VCf|_ev}g)*GxOnKqC~_$yc2NmcEI&(
zH$M9e=QAMtox6yoi$~<o^=tQFe&c+4t>$`|{<E;;2XXW$t}IE(W2DJs`YgE}u@Y*&
z*&wySh^k~8`4o+UnWGaG<>-oCIpw8!RpqWnWqD<luJXFlYD~|XD{JfOs#;r{ds_P1
zs-Cpv*O%ox+lCvze|r3vS1-OhJO16(0l@uRFn6y=o`Cxa7Vac+_DeLyfU_f#Zey0r
z<h=#%n8_2JJm7w53bY+i4(9H|bRUIB+B}NgpDjQ{w}g@Y)rtq)`AdAwlZ`KTm%rFt
z_+oSM!`8xAyGvj1FTdTMe!V&Met-VM(K68Ra?NwPG=9E_uC(#v+2Mn!fxU^o1C-Is
z4v;f5a5UY2=ovVi8bks52_^<}?qg5y<^0f7WXsGAy;+_70wMN0bC`QS$5%#M%`Q}Y
z%RX?&4UiqM4t?Mkhp_k|d~fZm)77s|m%cn%{CK(f?bY7L%U$Hy{N|jr*ZuMHi!Tlq
z<{lSpjJSSy_2l3E%f<iUpDuiP4$0i=yQ8(w_el%P%Uz_%lDfBd$Ez2slQ<ynz-thB
zIN2}PJs8E4XMp`BybXJK0J@Lh<2}AD{QJG_i-nbu=Jv|G{5*>-*KD(8p)NBQ@!bYV
zmQk4vOedUOsLK#)F_4$Al>&xLK$i+q#OP!fz{{3^ZYaJ0-C-#_MAdN;x$IO90wZ}T
z7+x_^3KJO=b?dWx_xyvDDxEz$H#s)p)~7eHy27sz7KMcsJXkzzujq!03yF(*7>R?P
zrk?@aU+h!AT4eX;$YGfdKo`<zI3g-toC*-93K?Eg8=VfGE~HY)!3`afcowvc3MNB|
z;!Y;S?W}YzN5z8%o~!2Ku+<!fhQq)t9TRoz$Mw*;2{{HnTaOQMd=j`Hg>X!W;&fz<
z&enslLq3PA7vgmyo?gVopT%eKiXIsoGEC!zW(mgf0wTVJ7+wwuuGpfM=BVX48H$`V
zWlmaJwkpk{Pq&)Xc9Y6sOm`wjrNB~MWUVf+RAN4F)8|`tF8l^_S__LD<wf>Nhq)vh
zjjn2IZl<F&x45pPs=uYm{iJDb=<)Js@A63B^6<d=*y#Su%-Pa1VqUhfsvaL%9vN5~
z>c@3`9EGQ&o0DT8@)*1yEzTkY23Jhx@ix5qco8Km3qX0KxnggQKv!h8V`GkH7DTus
z<rU3qaGF2gU4w`nW;DDF88YZ<!5hxkmT=D27S4#KZvJd@;e2!cWMlSVg;4v~hnpX-
zPQQM7^6q&5-O2vzgH2HQlNI;Vjpb*Xn<q<4+aAxF+r2vBo*NyW=<l8E?;Gvu?CYqT
z9O&Gd8GpJ3q22E1$9qR>OEbd*U5#xOt~RRy4>@*STDDSznOlwB+-){AN=3G8Q<v5B
zBwbdiQB-E@>MWW^2DvLaoQE7C8_K9nMJi3cMpK~EI?|MCnN%P~fdI*dhP9O`lrTjy
zxY03zXUmi<i4xW}s#uO~J3d7Ng$I#GVm#Y>m;yvkCi}YBl0krz<5BN~jX9?4TpkmF
z@Iq+dkrgjw@`Maz*I;Wekl>{9#VN?2=Svt6(Zc)=9X=ij$eukZ0hu*$x22%v1vt)t
zvW|)?lZj|MUsw$#8U5{1iAmwHaVS4|5EAVF;DKKNCh&nFArX}1z=t7Nktc@7#YbU{
z9utBL+M5Ak*Zl8Xzl-Km)S9F0H8>~~xX<Bmp^wKiKte=PTu?$(Kon$n$zchh_ktsW
zBV{s03WE_99fvhN9t<F}M_ofo6x2cSabd9-)N_*A;uHa%aqu4jlozuhAE0p<v^1I2
z<;X9s=qM~{$uDYl6*uP<H0C&}GA$)qQ-Q`<WG<eTY3yP?UCpKB$_3@t%<}SluG+@b
z4=`<u;@k<nt;24sa@ooqwnx_7T8F(R-&)}?ms$*k7JZ?^RA$R6f|n#K-D*&n1vFVg
za6<IGU{ufs`T1SHcKwr2Zr!+XKNycEVG*}(T>tEoYqzf5^t*}uyZ>EeTm_;C9--fq
z=!fx?;ONvy3KDM;qv$b_$q^V|Af+#vnM~n8R3jG4^qHcflJtgpYfoomYfb&*rpErq
z^+T;)?NwdXMRhGj)wNaSl4@hwP}RGOtv_5He}BI7XD^O_`*h!j>{vJdD3w3n@NL@x
zf&fHt-p^rz+njs3KJy$t_Z838?D)(1iC0S=L_+}IF_VW>9^3X4tleh@&t`{w^)WBk
zrf^<wOuyNjeT&wZ9mLC%bb4<|oVR@jE_ejeddW3N{j2Ty7aQJhvFf>6p2TnfHFKxa
zLnl*xIA_xX=lJ5&1E-$;LwC>aNayxYJNEk+9YCLtjsNA`D255x8eoHfuL<&wnFG`U
z_`Y8stbIJ%KzuGjbn%Gtes2*aw$Ri;GmoZMxZS@xCK5X|x&P*J^SjH<fA;qL&z_(B
z`O7mz(Qb}5dpccToDTn=fB*I${%-ceN&nZUd*7TNA@1h;=X;2!`*^wW?ek@f=t16z
z9)5cczzqbySeqhPzwY@7$MNCG;@B}l{FcT~mc|d~N6wc$pYNiVXY=*?++ufYjV(J{
zk*-(hvNU$1)^3nzs>M3J6cBIGON=VAb63dOVhKaYLr(%#Dx^uFh=YYKISOf%9MbjX
zwZ*Y8W{+nk$I#-!C=r2Z4aN@!1rE4Og%--$0KbPfZwF8)j1p&ggg<uhakNB;==iJz
zUTP$r9>b!?Fn=-l{+Vy|YeshX+8}@@u#PBrjNH*z={+Fk$dsegyhC`*;gM7WF+3D>
zEIG@I>;QKlJB#J5ae=jsodJ|*W4%sSGgH$UsgS#4z>ev9CZL%^SF>o4$pQ2U?&Cvz
z76&)vF@T|g<&8}zIy#8x#5{=Jvv9=xOyIi+PIiGw26ddkM09k#EV(!vOLiQUG)E^#
zj#i#gUtr2AgpNzE&ef&iMYBd~R!gl}=}wEbC`Vst*0{1%cB9IUXbxLeq03fkH(_XB
zXg3zyvkDzq`9-#3$md47`j^KBmdE>7#`;&s2MJzJPwvlRHAv3J#2EB)L@YNtxHdiv
zK*y?m8zS>bXzEaF4lx@{>(fUIpz5<HOY=ba%k>p-XCGc~PK^-voEwqs1mAs~Yk+mc
zyaUq#<-X1}z&)M>fad4OdtaKv7sR?8CUnT*uJ%>|?t6=F<j20+hxv5(^#Rgmwm(1E
z`}}D8Y6rb+Ft7vACzeOYX8QUuY42}t8fa}9>+bRl^)F5gZ_JIuRd=?rc(J~8v^2Lq
zHR0~<X|Jy@b(P}ZN`v&sG();npDxWcY3pppcD1sU%gW5LJhm9y(`2P)LtSBRn^{{T
zWotPUadt*-W~N;vHKbCNi3yVUI8IzFYC{u%OcIb!ekz>>MLGp5aum9Wqzs@rIWoFP
zMu#LGu#PSmQU~KbY*8vp1Sw|<s5-#ii|lduYII_nqw@tUAUmI6I(F5*;~npNC;Y&7
z9@1|B>k_sA?k_G;&=HMXd^{ySAqh;Il8DebAFO+k9n*MkSPkarF^FSF14Vc!3fAu;
zI5i;PuK%6ecLN?iq;hykNRbVT=OwdH=oS$f6C4~K9T>@uN+DS;et}432G%2uIUznt
zghYFcDzM;BpfYKEw8|%<hc+x8eXqE3U_42t!EuMgW^DSw<za76iKd`P4hc3GPH<rz
zNJfJ_o}St0V-RzhA|B=nsdQ?xT$WZ;((Wo~aTYY^7qud9$x+Z`b=F$)YI2<QI>(4W
zVTFV)gGaHZamwtOWtHXP%nE_U&2g+s^JWZ=Ub~|)-%*q2r~$Iutd;icqFht4#ZY9{
z733I-vUM(mKbTax7Oew$&H{=sB{-gfZ9;hD{d@Nx-j7I3U?s%U9^8L;^TzeNx9{CT
z&CRu2ICpLa1mDMaAvq<Ml^VxNiH%Q;#4?ng7{N}CVlm?AoCKPjD$ueOt%VtDW7e04
z<$w5Y_<#D_mw)|FzjSwxjCM`5R<-q)5b<VdP5o|e!(XOVPpY$~`Wg_p`o|XszrEc4
zCohlw?8O0kPQQP;`z;zvQ2^&%Lt_)|9b6L!960Zrodv|#yxN!rxFenpAyIEvXFp$^
zd5w5^$m+a;d1TW8*$*aq4kvq0rw0)-f3@U(xjG4CC$PS|0CU+FpzV7rxc*ozw?$&>
z5Oen)<Qma2h+f~GM*`k+lqD@s!d?f|KJg45jAICo;e7AO6sGh*c05J&9l3k(I+5sm
zh5EPwzGH>}{~f@csPtDnB*%Vx5r=%!J)#^yiTu}xP{N}MXO#%*NR$oM>li7l;ot`5
zxbL2B;U5H~{+rXCAFd8xZ%wTY*UtAAzd3yJfBkPS|KV>ozkfCK{$Toxqpc6eXm?%y
z`f}s@m!}A(BdmOP0S6;`T#16t%gqV9_d4KyLUzD9ARfs66d75Y^A|7`u1>$(UOJo}
z@2;wHnQUfVj>TZN>TQUu0j#5BQztcIGM^z($=Om!Wd$@`rMRN=1+bnHP30tWMd&N0
z2|1~JN=zyxI+YSbjSEW*4TuQ37n&MJFR&HoW!b3lDYtJT#35KBPH(7edUzw?!43c9
z*d$gGi-!8w7zUTZ$28z)0QVRB)UOuV30qI)Q^^q!R!)#z>OC?VO-e&#91cxNN4yMO
z4yw*Z><l^SEMU6#;GPt;d0`!|kXZN>C6yveO_H*x=|YZP3PC$Ri_g+>7%HNB#}1v)
zbI9aC*omXfd(`w41(T}ept+T;1)zIp@&wt5367WPqw2tP(0@EC0OiwU)(m;BMxJX(
zbC`66Ip7^R<rY(kLF+&cN1Di>5Ezumsgvfw;jUHMw8|WCd7}oq#X@9SI&&(lhC-lx
zjv?P+Dk`#-)|S-twRO#ojL-D-&h$Q+?d!o}8mhCc>B-G00OjCxU-!~*KQMiDbO?N$
zz`Do11CzMN?d9xa8}3mY+(U@IKkGT1hunSUU=AH>(-_MG+(FMbCqd+4tC<9C#{piy
z*j>NaSOlhHgpLDP$2c9I!u4?0b2K-N1IZCK_z0B47r|=&aA^us`IBX^{-ulcwW}?J
z(g5E#@Q|?O8J-#F9qD}B*WA)oSJzTr-dt8X+};KRKU!Hj-&#d!`{nk^;qv_I_}F+?
z&*S>$>XJt;TY*t$O%ob2B$_m_3VDwJuRu`0Dp{^Is}ZAkjj}9VmY-+uF=*?=0!OB<
zA~(AlKIypdR2e_bl~bV8XA3177F)$+s+bHp!rj2H1z^(xDw~V_I0c$^AUjm?;P1Y}
z7cqEvgNT918V)}Nc*Yi{a75U%r*b49@5IIqWGDUU6oTwv-vrtDh-L*_2hAtOb`W;l
z<I9p)L<~r5d14$i#c=roHZs$bA)AYhjgO8?jDdMA4jwljZ3no6y!)<rg_zn=Wfm3{
zc0VW(()YXf!yW{O1%(AZ3<?Sg!B(Aw#D>L7nIa)aL`kNFfwn&grGzI$1|!}z0+lhL
zs3;GOLiej!jKo_3oz6s7K3}8|2^APNVAzP7J5D^Eg`2okgzj)TLLRE#5~<h~Vpf1E
zSSIPR14GBikttv>(8b1MrovnxmkH%^u>cLqvNWfw8R%?xHaej>FKo>tr^Q*+>MUv3
z<#r0>xnczB^Ah!PO0Gp^aa8bhEj){dox3Ww&*>aPw!99PtJ&#l%yrb-Y~{A>f?RX4
z)mUoDEXu}HF?4hpHlsQh^DCpu2AwlAnvMsO#E3XQVE2O<4hv6i%p0HGzIN@}&6~F&
zCcJ;=ewcq~Tu^LsL<*5HQ}9=YzJY@#E_yPe1>^;0Q-4GLV2y6EBXg_U_;x=1Z$3Ex
z<6qSNr++*4fBzqE{{F9Dk99P<pA0ls)HXP)i?JN5tvk(c`73SRjNY{8e)9W^?LU9M
z{nh2Fum0?Z=lf_*AztsZbx>E|`AJIWMfOF4?4a#laDRgiI4@f#B6)9W4F>Wjo}mMG
z-~M>d;Y1(c_<VK*!SdM7qfO@ZI=1SBM}w^cUVR|zWA1?6pOF16$%P}|h$P^FvoE;u
zWijN3M(zxNKGhFoCugz`i*;Z<kR5{p*zU-<fSB)o1b3w9z=8)=0G0?uDgXtbHy{@R
z05UYd*<XU3@5^JP&aOc!4}8bLjThg&QM9M90d9SBy8FZP<3E3WjEVier+u-n_|0DP
zfBuJ~|M|b2`SW+~uTB@=?5)0n&hU8a*(L}(na=~t0qEE)__po1`h0Mh#^WBTbXc;V
zEkn06i7Uwa0rn0{7~^}ME>B!8!W=gP`Os)*XOY!`4)+{gu32R@t8%lHR<$@wjY4f%
zmR4#=<HOsol(H1?q4UuPn#hJY6uWgX6FGHU7KNP@MZwZMIw%JHFX8vYgE1otj8aS0
zD1C|y42QomG%QA=HdYi=-M{X4=aZZG31uXq{*i@Nca*?FT=$E?_s@KzUoEmzQ~0UL
zyc7yAB^miu0C!B|B~-eU9IA|(Dx*>5bm-!sj$;7I0qEoqZteqja+AT~s4$QRxP!kF
zWTz@=DRLa_)5U^Jxfq&uaBTx{9HMux?j3`AqJD>J4kR6!GXQ<m#2|tO$c{H);SSmk
zwvNXDya#9ws*Z!fzHht_@{U{@g6s-A3~okEzFA*n&MeN-<?GUOGh`-(P%jr6lwwnw
z#GEEIXUI|6V1eG-q|eJS7T8Qh7JYFJ{)ol}*ALnTD_oTwb*;l)z2m)ogAFYsE$x$!
zpUm|SEDjID?maiu@9FDuceg<#zd{Ud1FK_$h-uxJ7}<h}%zHK`38rs({bfG5CtQAt
zaQWRCGF?Xs9Do~>c0e{<Y>0rn+F8BYSpy=2oA1vdBM#UNSSP76d$W`HvL|!1Pgj<n
zt*x9dFZk?oAnzAzi+C6~TU*(ko!y<8IbL3Qy18|+v2n7pv^h0C+1)<W(f+uhxuLwW
zp{%^^(W9Qm#?^_5tG%7qNBhrq){j@`Ha+gC-kvA*EwBR=+e>XGmtJF4Da|@Xc4kIS
zh6GuET76o9-Pnv=8nv{{VrVRI4rC}Rf$VxssX<dnO_qcO#~V>LU0A77>G%RAm#5~D
zP9GI!<p_$wN}UUnng9!Qk}%_?*chGzmswm`&$uXP1FVxW7d977E@*#C;fN7dlfsoI
zbHrr!4rGTa9{H-tDPCDS2Vy)Xl4e2kg%VJHDCK~jzGnkKJQGuTMA8A-`64ct4+$ug
z>PW(ij){mt5FL72kxK*4?wiKrCKY0Kz<Ltig&0~ir@@*2F!<hsu=~N$SdmA?#zx0u
zpAMHz0?MQPLa9)s#HYqYCj<qDV^j#Lo*b7N7nuM#eI%NcqT(^^hb#{wd3fJq5>d2<
zeFUF@zVx_Mb`k@AeJt_0kPo1IH6bN7Dn9gnXz<;@r0{q)U_FIJqhK<D(l`bWvQ)7E
zy|8RHJuOXXG@4CjtI3?_0IWM2?2aafvpFxn#Zl0jSJ3V%>dY^BY<9IN)Fny<bS$Yd
zX`EWGkm)NK8GUT?G|RFi$eByGjhP%hxvq9cezU_>XLnTCt&l>MSj}ZQrjl$!A(Zj}
z_e_<|ke-vNvT7t*qEs;>j+Puvd2k0=wlO?rMnW9x+O^x*ykEP1{l@j14{rrTBSY+d
zRKoq3xWG8n&QKEBlq5lP1ecYnLKI|YRo(Gi-|krc<y7`_kKvm+>%Tmy{Hv>)KU_6^
z_iX5VzONy_psljGy0E$^|B<V>x~8mlvaE5sq_VWYxW797`)7N<eX;ZI5-7F`mipUg
zJ3#jDo^B(q&5Lma+_94OrPg3u4F%e3FRZ^HoSp310iD2H93rS&n#6(6{dj8daH9Wc
zvL7f93XfO7y9v%NO%fixKI<dV|L;Ja<ji{y)Ox!B$|W2q-$-!%DhlFJ6gvg|-pds<
zF^yl&jhsyb!TW!L_5HE#lPT{Oz>DvMzausWeNuB{*b(3_20%wL9^`z`2H;C!w%|>+
zhq7+|-9EJXD**Q|jv$yPQh5+|{8xWT%<oHI9<P0OvH#uW;kRddSXcnu5j%e{)#ho<
ze1BN~@Bh`pzyGV1-+!2Ty+846W8vB6+U3RqF#QsW_mv3{bCN3yd`CwN5yr2=D+f_M
z7(Hh7Sj6LPcmu9yD-#Ec?&H;|ryDcp%kBeD-{s20oBg$;h3TQzrc#^3tg@IgEEcWZ
zs&iuIlbL4GDa<OdLCz(qHHeXyapWSV7-)_%M(oXz&6pIC5EU4SD+X53!XY^}>LC_d
zF<46}1&a94=z!Y+{{DfK6lS)`UT7<d3<$e(?bbs-)DJOWY{d^06nBiI|9=|)bB!=w
zWakrPC*UqfO%<imuxFRxP*dg9R0WL++ZymXg9$|(BZEOtCm*7+jU2$e(l?FwAv;0*
zAN_6_9F|JJ)dJZiqAam66UiBn%yAhR<Ul8nLmX}1L*n99z;|-IPB$#v!Q27y_z<~s
z2&jSa&CAvaVF$!Z1V#+x)1+S7uCQwqfcRXM!iJ2R3~6?{1b}W#CxC8AN9d#6tWL|p
zls-%6FzWNN^bUjCu2bfjHNFwO&2G%EEv@Tq?HcIl>a1^kTv^{=-!|USJ@uq_@=1@o
z>#@7LW2*o0+(^&TXx}mpmhYo|7}u|j4?_3u^OyOM9XW4c>w7-48<y{0tl##GLl_UL
zj`2J2orJq?EI!*_dA_p-WPiH33igc{85}I-PnY3CpF?R2Ty<v)3zy4F7t2d03v-9F
zu*<>hw(xXg^=f<LU}14_WNfB?U||@ZdiTQc@Z8|wRL_&XMl`v!bvCrrmQ=J>*N*q}
zE{%_$tgc?|ZXYc#uDZeKyN23ZS|3$cILn-tB1>kzUgO9}v!%&%v<mcp<z<L-lmZ(f
zHXX*+Ol3{Fu&gkr-(~AlO3E~86&7QiK~v0SX%JjcR@_io)|jTq;Bhg9&S0`tbf$ui
zXmdV;M}pr|c*0cTK!?jq0CEld1*}85#$*AuxF}!+vNKp{hv5;P&Jh9ADQrn1Ta-k4
zO=y(=8rczHhkRNF2s_63Vp8WyR_&yjokPQO0v|n6sD=T!3z1vT0(N^#(W0Wl0Pe8~
zaS8CaVYkj^GZCai!-Abkke!m0n1qvnI`v2tuY^BDFAQ?tLL)+<mrJB3(L@wBk<~#I
z58FDh7+d&Y^u<IbCZ$r7m<dsosL<HR&=~05VxtqHB9S)}5f~T}9ug5jDv_h(B4T4;
zKZ#7he?3}m7;&i(%s;#zj0BilpWO7nelID4AUi#Y4sRbG2ogv^JVhiF3-|&Ko2O8y
z&1PqwqtcmIo0r$<a)NZXI9;uIu2zSuEib>rS<vY$>arKN8_W$lL$NGfDoSU_4F;~N
ziK&_7TIN}%MXqU9lI>Pm2aJx#HW!`>YMsu?JV%)|r^I3|!I;aOS!go2%!Yh}+NMd%
zHe^`w`xz!>D4AhOiVI5)4M=3AD3jtiw{PA5?8ePcu6>Gv_IuZEg?$zfb>m_9^@o9<
zp<p&NC@3cAVN7HwjYHL`CHNi<Bdw1+imjam89ha5?xKR(%16^x6@#UPO;&r6HrJtc
zy0XfOaw=UefO}Q7qoUeXl2@8%EX>^BocZ0=@o%q=K3<~xjHIap*?)Jni|%p~zIwKf
zr86ikVEz9C+1I9@uM!a*pd6@8fE($uD*#`Q_m#1ui2;B+ApR6_(13pQHIS+}yaBm4
zGXQtrV%>+Zxc43G@iB)d;EsdIKO$|tnmr8F!S`RU!Ad`YH9EHHfb!!>B;Wzx`;I31
zu-_*ue(#q5A0s<p9nTfsrvl={_kJCs14Ky#o-5w&5UKq8eQ4^I-|a2o`t`~BH)ja3
zA!B*C-LZ`LmbBO(e09A2_3`$1m-|0FKl<iu<#?)Qye|9IX3M|+=kx#LznJ^&o3ZEH
z?q{0|uMbHs4Z!+z*^P7lr}erI*-1T|x6&O7Iy?Xn+=t3;6Oq@Rv-N3&TA!{=V)K5n
zJWlNYn@F~SyLNoEy}i(qpN&ZQbX30DZF+}AOTaxtY>;s?po#~q%ekQKQXZAhN#U@Q
zS;%q(j)(dMV^oEZX?R=1{6o;NfE(mVt0fs|d-1>R9}p14WC;rLN=xh|^yn17&+gp0
zc?Y{Vja-!+O9>4Kp(inZhD!fppZe8ub`-25u!@=@0AWu}5vHd4U|pI*1+pt>s9U81
z$^q!!Lqi5^8eXJP6*QV0hfb3-0PfJy{b?FcVrsk@H3F!scv@T$FiWy%K<$w}$3i45
zX7U;lK%b`*^C67`J;%J=>vUuL=JVbxSwiYDsP~fkAH{eEOyj}Ur9u)`BNdtf?g~i`
z)N~4Aww!O0^RpBJW183ma0jNVkm9V&!BqnqqIG0vx-5v(H00^kR*ll4kvp<7@)3@T
zxRnw|SyN@><A(P3n#P)<issU)$JLGfO>M(%?IZ0tt>fL0kw00R99nf_y*{{(p3_Mz
z*}Z29v>m8D3JSkAHoV~;A+C1slpZLLgULLUb<oWJ2<yv`tS<oB|8y`;Up`wQXb#lA
zSX+L&v2wYwf(1QL{&*gMKC|cX?0Tjk;X7GeJY88nn4jC6oSf+!=x=K6LIiG2?UVYt
zCv~;xTAk?b9)J9Jw7a*vxufY(U0>Vd)#=%tg@vuT*`@K(;f|Ik^;Nx1wVgFJb!Etp
zt;jJI>9sBx3RD?RRhmO7%uW~D)A)HBNpY^B(UH}xhh$DvS()dyXj>HgLaU+4Wo<X>
zAL&$u_MGbWmeI1}<}_KlSRfY)b!?6<m7%1v1Pm^d?JZztaVShOiN-;{8|1Lajc0fd
zlY@FzKJH1oI@a+(cD5*)B}!t75}1NSk|2kE@zew;=u%UmkWWGHDhBdEc04Cw6px`E
z2s<KY(c4akmyLxPH-pV*A-jfyQ9LZ0smWesNANmnCr*fq2b5!J&Ea5B&+v`neY8Cl
z5Km2xjR7QuMFxkVVa*S5%Xb1ogCkPnQzR6QimzZNGZQ1?(clKnTT%?31yb?1NAqfI
zcw*Q?$l)R*LSw>1ko6uG5*!hVV41-1DF2|~+X44)+zq(x7ZDthnnX)ZNbzar{rw&S
z+5K<%;rAOgHW|O-NNH?zVpLe{g8&5MM9}dR!<BG3GO0wTQQ1vdrB+Lo!(QidHs$BH
zxCpYh<T-JLNWLSl;IX5)!{T^svbU(RoeFbynzcfZ+0V;b6xmj|rbUi%mS>uhSVq*g
zZZo0$)lTOlhqKaZE4Nt6EZL=IW05H{A170X1Osc977`0M+|5$9oEnQD0d7=aN@|>t
z63e~s7y8Mk*FS|B?vqb$e{wzaW<b1OSbRWa_`NXyTMuvD47hvy)3~Tm9z!VNXt4`Z
zOU(Qf5ifzGpvm>TY_rs1&&ao{oJN^NBgizT=Vq%=8=6;OF330L=VjXRw5H-LW4YCg
zZPdq;gWnt-e0M_79BJyf{`UW2?>(Q}Oz$kw=_IwJR$vly0EtY3$cab<0TKX-oS1XY
zIcI_a1W1B8XNk(GrFPqGdwT4d@pxTZTU)z(YwxYCx}WYpa?b;FyJo)hN0&d0>oMvj
z2oW@8@w~tDJK^QYAHd1Kz_uL)F(^L*y6xgXPmTgO;2=inzmDxMF=m1-CrvTFe}6D6
zpZg}y7BIF?q5b^HY6RJrUT*@{!HN@seMHsv)9j3#d7OiF!U-I$Lq$)(ofy{E-UIaa
zf)Oqq>Gb%@#5?~p>yGQNYHk+ZH$>e=(r$ku<ij&NOnG?Cvo-kZ37-$rAi@~@aJ~x>
z9Z}0;vmbuM+u<7ief*C_&~8|107)Bu0^2`a9sK_0^oOhCUtb>l`0VU2AD;gC&EfgN
zh_A!@=Airk`E&69{MYqAe!KATayde|V@}7w4w@aqIKUmijb|W?M_^rKW(OfpkR8Ev
zVU-=`_b1yc=NrD$wK;6wU+?>2{J&nGy<VStxl2s7(>(+Au2QSkV97U><Qt388l$n8
zG}a=Oxj<T|5f`XM1@N<rvL!;6NW?~TVr~}khGg>aFP<%cf;9dc6pqF-QmC9vwmetD
z%%DNqar^c+EEc!AtiIY&%}r+`DE|K4`$hSBui2TM$$WJCVGi{_XZBy3*&|giOn^H%
z60FpjY&nya$6#V$CkG%N@ucIC#ZcfGluj_{G6sVjCIegeylgbJVZ)xI0?GsHaWKn+
zrH{aUgt`Y~kGMGk>$zG{7}ll2La7kaxbP7~xOal=grEO+sWlkhF|!LeM2QD9Cr~c6
z-~#xbM~v-=p(BEM8PAx<Gbx3|8mUDiw?Hb7QC%Z5>68{D*{zqs?}OtgDK{6ni}fxv
zKbZ2p)<SQEvlec+wwl(aiiSE*b&adC#^r6UsOoKMn&|2F4G*qPjI7U$LRN=DG<2a7
zd0Pk)bZp5XY+C}R?=4O5`0!bR>`==SE&akQ8Qy~{5Y&N<N978n?>KKx_THTz;6MhC
znH`F_7g&5BU~J#PBu<9$gWcE1`|nPV-k(7lcl-pK@h#v!dRsQHHa9Oqn@54Q&H07p
z(eaVij=qNGfhL5^v`+VSE{+atEzX^VHZFIzH}LuH;l7sciQeJh++tvMc5ZlRw5z?R
zskX1BZoId1q^GC1qrai1%VBFM)Rk-Vy?87xsw&cW^QB&`q*5oVE>_nSt1ER9k6v0;
zWf{*Gcx2h;V)SDa)aq5G=AxR$+M(X=IlHA^CXmX-Dz(BQli9f<6Hk)QlZbP;O!T?r
zz_P+axf{0aKz3}~0pg?)1{Y*b|LM?)h)&Glis>8?l`W*O`I%tjv0F#03kGA*@<4g?
z!T{O9#uG-5d=cCdut;qhUItwnY;j1S#gmAngI%42E@vtXYpKa8DG5M!?9o%9pu>6{
zV>_vMqth_3lcX9P7M;dI9t>WboD}=`;hk@8VUzp?LS|9<mX>}$9^WQF8Nzr7-gp!?
zL;+c;)bzBhOo)FF+KPO+Xw<->G#y#6X>^pZgNIL}W+x+nJ?iVvzPNY$E`o4C*TV;w
zj1fLL0|#t;W->9p;kOx-`56i6xM4u$?866%5AHusOQAFAJT6Bj6%{CD#rZ0yQD0#)
zR9G!_E@z92aPna0JDu)sm#5e1?zMOaEoI}yWurQ8f4+A>Q#vKJEecA4BJ+mWye=@W
zam@jq#V5Co8ysB@XOqiS?{GD`JS}cdi__U?v(=ePDosURlfhGB^y2Q<Z17kLT`Gx&
zmP|zlTxv8eHIAK@$c}!L@EN%HFTVh?-~NX$<G+bw;%9=WT?#unHvRsc=tp<%QWE2F
zN0gbGotnf<PNXHqXQsr{>1l#Id4UBX&(4Z+Pj!{I+G;2^Y4hy{{H`{7)H-usesO`e
zTwBm*vGq4sod*{`ZEU;^2Hxy#L_F;9cS9ckPtPHxJ4eSWak&4SCyxTSh*K=0qa(vL
zT%tQGF97byN=4KIFn4tZ^gBA>a4wgpFPHJ*EN1p=|J;*R04v7!#g`D$M`~rldUc|Q
z5A*P3&yF;85dPrdF|7mB!OY{cI56CyDSm6^d61;yU?hiuoebtH;SO0p$a$j4C&=!@
z{EjIeTX=})Nsc}41faeHrGTXX2m~zs!7bn$AS?dx+mRImeC~ktu=5=f0$dYthwqQb
z>JE^24_n-i&(Cmv`{d{!pPl^a?bCmKe)BIcPG0XUEcaAg23r63pVt1r|GoRW7gMN}
zfi@l!I_7bJdt{k@9SRTc;Sd|_+3{HbI?x=i!GMpk9T!(2-}xG(@?`mbxjuIp1gy{B
zfS}k~dbzj$bUU;@IX>Fj++6B$6c!fcX$%UzwZLlEyNzm#KF?GjMQ@iDnX!@_%<n2W
zPk}x-S`sRjkRt&bMP_<TYDOFil9@QLx2Gqh-bLo&?RzXnuE$ztQW`1IDG$E<CM7Ag
zwzRspp%cRUs9O(M>5RYGVEzkl^mjY6lWCnMq|*e1il>X2Oc`K3g6wp<lunZ{=+X#+
z1H}L1!4@9+IyoEBa|oa#CO9Q7@C<nwlPu^Xh>!g{3~>U14%ILyj?QMtIZQ<^OUXri
z4GLn=D1mr71O|sU?*!Jf!PS$b*~kH7AK9$~zA>Jw^XzK59n(5Qbbxpy(d9|3c|x-y
z-1tVSUGW;3MJY2YVZo4^j3|vZR(LGc9&=a>Zz{FJ!)qutlO?;`VJfR~*VW_B&{b7x
zDJ{2@*LiAdD@xlNYDarJmnKIx5g&)}8R*!NOS3!&G=I9YhTztxyK7gQ*oGs81~KyE
zq1jQe@g(YP85+5;f-XoDbdb*-ufk3q`qj-jBHVGldvf;i>I7Nt1nZ9g_q)&ccc1O;
zz;cfBY<CAjmsf`eZ;lUf4*bi<_#*4;hpVd_^K*-%W0Sr8BOP7+Ep4skRlN<3)4e^*
z(DnHy5iftWw|==DI^PT}jm`8o^>o*DAOL@)vv;(+Yq+aptgmZkv~PZLXl86^xPPF%
zt*^SO(`suhEUeUNy#{@0Nl}?m>yYtGk{k;stALusqdcZ%#8NY2*o*|ZC@W9GP~~xS
z3a(BqDl+Rm)upX<Rb6tafsui17iiY>+1Z9Hrk2H3aYa%tKNo^Gu_RY4%MH)h?4LC7
zLV7MAaGwdKRW=uk=d4@-4WvB}B6&2n3+XIA65xIgr~zcN2)N?_<vC$+&&kD{&IFE=
zgJv}jFr6II4=Vt;Gf~w7|9e<kj~zN{)sj;Z5>u0t0Q5j}CKIqug_;f<c3?dr<QZ9+
zOzg!$$)|%*zIW@+t<P?uv@|9vAuWNzPN9joqSTD6q@*-<Izy8q)$<epchu6-GP0>@
z?4-E##JIH7q|CHrWZgk0B;@nNIazdOdV2h$sBdoHNr-(6&pRcVY!yK{LSUbh4IzL?
zm?OY<ot?qN!V$<$O{dW_S;)afB@>8!MANhBIbyC%E>vse2Jqy{yy8N=3nRAO*5Gh7
zJDhC<-`!mfSC7##YOa{jdB@eBMWr{C=Z4d5iEo+{7*^z#HL-0Y*S5j2uS)IHg^oUl
zv&HUgv^bjGr5&YZ?H+Hdx3tymZZwxv*sWDAM@_NGTVn9IZIxD|P0A4?JCL4~lN!TF
zjLCfTFzzd;=x%=nWDlRu?%uwa5S>U#LS7&(?Qte6QOQa!pe1V4Vr40De6-Ne(mAXQ
z0V@^hga!7JG6?d`I<G|wYDlT%i_BVd(io~N#*Q-UNWFKWtzv4SeP(m$6rrrMlLxb-
zJ5aDg2)DWNdN=st5TY{dnvXG@{^8}tA6|fb{;4eHKZ1LBc!!AnX#MR$5GJ*kP=BHQ
z4QjXWY8yBXKRXUE9mo!d52HMCXy;#rmcfd{9sgGn9^el79Fer47ycyl_Am%8Is&qv
z!U=d`WXDc_<>mVF^MDU!%{QwHPyO>xmS?Y)W-b@WVjbFe06JhjjO>&6@Tcwn&n>iA
z6A)THylsapKYSwrE8ph(Lrm+NpH8>m?XTZ#EIkh`<A(s@9By)e<G+2nj}`o<(+%X)
zemGvk1wQrr>l^3{|MdR&%0J=jC_h}N{qx89|M~mSZ_a(6E{Sg)*bSN;kR4g06S3U(
z5-EiV$J#{D950AS?11kdkaBah@eHl^8;j3&5O5uM62jEK{Bl3|{&?%->F#$|2+BLS
z*jSqBZEN(n9D1bIsFgfrfwVYZY*Y)2<hdGHDWQ{>a-gYG@n|B1(Q&C<tyrs*>9Dm+
zi%v^^l#G*bKLKvaFFyM!CMH29QP~U*VHPjuiwDSW<m7N$s+$KJ`wE1b*smVa5-7g_
zxPP-x{oNuvHIth~$<55bBcDnY(&=!r%Oi(I6X6*eo}`KJJcxQGL&{>p2ZxMV0_BlI
zsQ8}+bpZF=T(v-;<#8dj!yvE7%~kQZ8XRseUWU+kC7+`f<Z48`d=VeRJ5U?hbjX<p
z#KSH}4lW`)cc|%Lh0A6rAe_Tu9cFec*7FrkjlxMV9SAPB=d0WrrCW`>8lhPgX>=8p
zC?)1RX^C2f?T^E0Kn7i1sioSgcNHp%3uFe|Miwei`D%n%$Yw-;83{vn7rV=?74_c6
z_L{E#zP9m^o`tDl|Lj;`c65DubZd6(U~&3l6{#;^+6ng#Dt>!mA~b`~jsVuT=EgUs
z$KY@$g#02=$Vbd^xPY4OGDKQa;a-PAo@CcR2EVq1y9MmrA(n%g?j+zpSq&dt1pLST
zm7^8hBrG1RE~9!TI6b*AJUrFchXwj*cke)JXIFjmSZB}L%<K_xe=Bf-?3$yktKD^U
z&n=IS^wqaEx@((D>sl%r$SZsM=0=AXXT}3dGb_HS(V_mPh9<kc!eE4~y}STEbd9S3
zjuo|~NNZAx4TXwQtlFiyd3k(MflQ%7aRWud%YYF=2D6$*pt2X*Dx6iN&MK#^i~+o*
zWoxAP$6QgMt(B|FlsdOUYY<DtLLpZy;YtXyLpuj|8=Whp<qEPmf(#BnJsT8TZblB5
zk}IH+b-aYdldzzUVezR94saGW_DrBNFdf%a0(%*#Tt^#h4zlCWuAak$nmmV#rkJ02
z07B`*Fvh2`bF)|=>{u}0Wg=ZRBNbyi9OH<vL})E+?Af5@f$0%g$CF`XN4p_Nd1}nV
zN4LMYb^G(L?;{u%mC!M$T&MB5qQvw}2<Oo7k{y$t8<UawFbRV;HH`&iPmE2Ek4Z(r
zdwg6<baZ@LD((T&qoSg|{`&S8Uwj_*=n;JLT-4TOvQ1L03W9gsgFxdCK>!oJFcMjV
zEj;FT%<NzWSaeqSe;hp%b9-h+4ugp(8^{Kg(tMdjuhZJh=1PaX-sx<1yW72F=icq~
z^yn<(MWv&1`=H3`7uiolj(xe;FSX4mEb9tuKx|v**f%+jHHmY+$Ti?}wK<&47H6B)
z*<y9n+nfz$6$pXra5?KM%3G_d+O3uft)`@~pu}zSSo9|RA3#8tq{h(h-HQ3*^IM;P
z_8BtiZhiITt*>umeE;n8FA+TZ^_TY^+=e4A3b}kSccLCYjE{R56Z_zs#}Dp2zIT@r
zm6CP`KdJP5E;1=}R%M}Er?0i^{nO3oyQ9xeXP(|H|K?ffFBcoXI`!Q=Tl#b`|7NQ1
ze6D|IWq5me^cdv%^6WK0Gqmz@JMeBFyfj2~;N(xk)bs(GVlcY?#L0)pTg>dQ4oLa<
z^X=sujHMe3Ps5~l#8-Z`j2W4nE8MFu&*AafkFkC6*&5_<WNb&v4B2{zPnelsi_Gkp
z))Bi3DgYuq4AkEvFYaUuq&<<fhgJaYuQrxntuF)OU#u+w<q5v85dB_cJpT{gHz?>3
zFS#&=0YALuUxK$C+jc1ENLVg}e8BXh&36Ytc9L52c7N@1b?(AH`*Isr_bqH6uy^?G
zd=q-YUtfWx5B>Ub6X&~gWZE44`P)~2e0BUUZ+5;tTHGD$4)!#?T<`nwdEduNQuKzw
z{3kJdSSk-F$B87);gPuA4+2ou{rnnYCxnsk8JeaymTtCIpKS-OL(7-wo<;^Huzu6`
z_F(nH$=b~}5;$je@k?fGw7aI!fq3~mn?VUr9D<9j`C=s0>D3}VDg_1bxzk0+t5I@Q
zid<z*I)@rh<7e@6DcrcP(Tto34=IhxGMnr*o;qcY?D1DoNO2U4q)vmQROiZLNaAnB
zWT(*nX7K$BZ}fMI>{%2p6=uUMJ|=e%@+3bNU7Q5OB@BiLQ#^x?u^rPoW^gi_hrwEr
zgAyMOF|)I=SH+zGP0XZ=bF$?Eo?0YS^Z9ZPX>ZRHgcWpR0dnUML<6%M5@l6FzD6q6
zDWuTM8)bqb5%OcRwSsW6O~mI8hdb=;5e6QQu)rg^R4y%2$jz!ehf3~JN}LL$&!PDR
zQ@O&XRyY*lv0W*)X(Y(LMtqG)BQqK_C3ch3Whrypt8A8vqC$^WZPlWpNLg&uSRFcd
zm94(U)8esKTZ}GyiMyt>y1S`$q^l<|Jq|H^U~&vRd|(3Jw~6g}!nAMCPOXj)2QkRQ
zla8$T#aZ;fgytsE|FZ3yhWR}#s3U84Slf2P$~tJ>0qEBd$oc(8ON&QKzSC7w`-1Wp
z5c_CL#~s2EZWYMIEOzuT*=_rLTMNF>+(K|>esy|!w6mkHscE#cbGm;3$UfBGKH3Fy
z`smU6>a(NWm#6zThr6(|9jpa6d`O@f>1u4RcGuQ;>bvXPkQ|Ht*`w9D)AgnEP;hT$
zd3JcBwXVC&QE$|Fi}JmIV}rh`P+Or@mEr~|Uu9EBVHhk?2n$izq?V}FQl*$H!o-}J
zO3PR3%?5|n<f-)3wbpgmi(Me4v(mDVD<#d%S4pk;Dz8fAk>;7ja;;b@MG%}w!bKPz
zA1peLB^GjIGQL#K7f3iribEm|cI%ka;bbRqvY>SN)EuPGaWm-%jYm*CTww&+2|xqW
ziEuod!D7*~0d*Ya&!z1wu8_?Yp|qWi17y$P(cqwGuqfo-fS$=97!GY)3QksL1`~<1
zSZF6FB33S))Wl@M8HeE=|E1GtG10M6_oJfjN2BBH(Ou-wrBRa6B*V_kV5KBw!BU@-
znUfipo)MiwPogF~c%1bxUBQxP#b!Oc9Ub#1F)f9LubK>YF^L-eDDK|f2ag`bB8L_~
zz0{awMtr88tB_}KvSKqbQ{aWmWm5^Yz(dtdN(R*Usqv|3fk!($s;t0rv(r$9L1(3A
zW>c6_wB3p{3Mrah@(p^I%iiR2v^s2UZdWIE?siAJ!`4*n>QOo-M7AZNIUqAHtL+O4
z`=Z3YE_4QjF2C5dB6BW6A#ZfdI6M<hPp{qGY;!f+ovjX6o7>yzE$i}@byimOR@e4d
zR`=L!)y6^_Xmh94tI0!<lr%Ll^X}~j$eaBP`Z@d;BD$}>{QL_NPxlZ1@Wp4JeTnXv
zTVLG1|J9vuzPSD1tGiLRzlpnx0qkMQgJ{Ipu;MdSY`$5hF4G&EUCyzVn(gU6l%f0<
z)#S)If3o$DFOL4(tDFD!^7+5LzW%pYNKeH`ICr(RfGp+nmAO+0+Wk{!D-$P6<7fV<
zOK8uwR^J?8szqGe?#HvePsn&dh+Np}PP$nSgNT&Dd9xpQy^G+Q<rf%u*D$s(z5wfv
ziy+2okmta3Xx<jCSC_5>OILx#YcTU@jX`G|s$j7?-|)TJTLqwF_Q%}<$nbX{0ieBy
zWbPmck{n|@&WFPdsPSJxv$whY0<yhz!v9|f=B_}+!{$b|>T@@%pykKU7Z5o+eY3js
z6v~;IS>)V44UkoPM4XSY9S1u3w_D5a_YhVeMB44gqjmJie}sx)KY)X0z#d@dj&~<P
zd>1eX!1*4&I3tVr@6i=?g3ZOrpWk0WbNDQ@us+%r7_L1Fw*6m!S^2NOJ9u}piP8Jr
z+483+3$KpmUmtG1*x7%%zxMVx`2K9;Es2?3dj)$t2#V9qS0|xoyQ@z&F{FdQUw*oc
zl*^Ut&86^x%zots+<$ukoSSVFUJ$sy+*m#fE{0IhQB_-RvYAz;615dWR)Mrc!PUxh
zluC{&k1gj@1-V(=Yzj1WY(^@RoyKA&QqvzKGZUz^Bv4x{dx>LyXv$kq9R0<uufM#d
zHfUGI=4NYpC28#FFYlzqCj0{6{>?u1cZ=+Fs(_f?=+M!L*?@HhjtD5vpb2PH91$Vp
zX>ukV+jdph`vzCLoW+(gz`B!lJh*qz^%8{Gpd&^i)`~@HE?36mDfm3JwL%+j3U9`(
zaJ54wClwbc^9(wz6|Qrg+O80rL~ymUfb4L%BcYDqIHGLA$WBUH$pT$e4C{|tWm4ur
zGKUSjRVJ`1gl474q{e-qtT<0<MxH#nTvbv>zRZD0I-SC7%(sHcaa%zumf5W3Mx!@B
z-=R{P^A#n9YKyhdQ|oA`cfs@32xJHGSXEln-q1YM*)h@EwK_H&93R0W&f3K2<}4t4
zc57~WeR6DVdVFIRQ8v?CzM06`Tp;~!I6E-GK~o2eUIwgBlSG<@DWE)TZrHi+&CTx4
zB6EHYEpOp?d0%Ak2eJd!4_AnL4xY8$rNym<g}~I*+~CkySMNwC81=@Xwzk>9LEq@u
z%)lVn_@#--?PdSv_7(y3fIqb0TbZ1h8AP^RFH*S69Mv`6#@^Qcg^@|Lxxx8<LlWsx
z9qV5ipFt`}xueNaSfN)sbt-p}w!EmIN}pe;QI@IlJSwF_DaUHVAmzfbLN;O&=(uut
zFn{OC^WDzMs`92XPeZx8-fORd?L8wAttB~9(#Wjhu@N+s4<|(yRSZfUo^6z>lY@5k
z90orZrLH+5K`xwY93Gp^XR-Onnxp3Mk<UV9awznijL4y~(@>5YMs^Bd9SN~Oc7(Y@
zLC47@sc{6^F}cJ3jY*j3>RGUcbA${WxaT-r?A$Y{jC2Z$jxy7TS)FX#QO))^DKQ=r
zcEEc4<JiY>G08~@gz`ppG4ycos?iu}C}&AXg_b_{(c>r-x!zAmjR&94jz^$nVkU<z
z$YJs*@aZIGWTw$#AH=2Jc`QOHRU9SZQDQ0>^;Fv9xD-4xv$EskP{@WXT14frsBq4q
zXeKTVMeV#)COwfxOC!0t2%SS2T`rTInve)Jej15|$w)z-TU27gH_=(~=!lO`c@#%a
z&LqvZ*&-4651|_7M6x<D*4oTK$WD)^$K~oQch%e6JzDp))UhbBEGaBLjdej`TM^iT
ze8(z~UE*GmJC;<oC7o@_?3%NC2c4c~hr7k$g1x;R$La2Hg`M)=@~+a#ZYRE=xwN{X
zsnlIlq{AI`0hXRIQSk_<x&76hySMKkdoJo>R9sXnX7iZ)(a}iw`6ep%K}>oax^NPZ
zflp0HWhQ52r)K45&_uLsMK<4pm^`)KU7)Km8~bY9%LC2F3nNec)6e~LFGBMWf&by^
z>i372zdl5v>fS$pI{ESa5!nl)s`UV)_ri;vh3oanqot9<rO~71spFNoGr#Z3zw&fF
z_+kgDZ`3C4d^|&#{O+$$cR*;r$H03S!psXA|K;WiF#XvY{Nu~7LMyK$WihLm)~7F)
z$N?vSbGig9o(rqx=P*aV*jysF1l!AyioH1q0^AXUL)PozjQ5CC5ApAK2I4xBkVE2Y
z{Dk@6T)J6bcoLku3d~+&zaQ4rK_?Gy`{~^1+1$k0{LJCx%+??b?^6%}V8f0#CGQ(9
ztbth%$o_73<^BHZw+DfbM{8)N`|f1p-yIT2i%}Xlj+7pd6_I{h<n};N_nXV(U!5Po
z3WsY{)Bf;u@7)O^w)$4b8os?6`=9^3^Iv{g`}D;3>Tv1pN#Nbt>Zi-Cw@3RQphCRb
z!GZA&nEo1b{l(6=*ZUu?_THRsy*z|(4)qhOPqvVxL0}yaf3pkcJ1VYx*Bgu1;O9|z
z5k3*F{(58SU}1W=vEEx$QmitWR2HMks*@QtLaiF3I!B2DI4OGCk!KF$1>B&ibXGEr
zfn=wsG-^BrJqucewxhbSM5;<7nUMFC22E#ki@TsW;eHf)g}E}}-weKg;f?-oksX*$
zMs;#X${f+j;}EPTYj?!d0L?jwj05K8>UoGAL)kh9qq+jHPPFmpf&szKQ;S7f=y(<K
zBC#+ZL3TiYKKzVglR{<*Gv@$hBP4BxLZ`9FWiq%8dQ`Vq<w66HU6iAjBBzd9i0qm$
zvcuj^+F_(ZBg)pbN@t<oUZAxo<R*#0DCQwR9<Xi&vMWVJauPC6bn+P6H8Oj?+^$pD
zh(+C0R%)*-b5^-+6(y!pNOcsrF_2-#H)ES@H=y0M4(=KV<6Y*8Do<ToUCUrc=Tv`>
zZ=^poGY-4@4#0Y0`md&SSl2gaC-#=-(Siz04~45*ak1^21-Jw5x8{ihj*Q+*r2mDO
z<L1Tz?j)K9;&~Ln`DRhHinJN{*+~iw9yeFf*bd_TaAgr;IJ--}&H1_2$%)y4{^8cv
zp8AHtw&tn+-qo4ukk1#Gne~m1FHg>FuLKU(HV#+U)@SGE2S+D+hQ_*w`dj<ZaZ_rm
zEVWhlw)C&gB7%P790I)k&GW4wcJ%W@6FrSRRjx*dsoJRZ=u}R9WM<a^*)g-1X_TcJ
z73^;gwX{UeFOYB)5{^vFm5Na9B9M4om31|3)fFw3rA=;Il}=^ivqe&ro5(c<avdBl
zxu9;cBovA;EhCr4%tb0Y1aeq^li+tY4dBk>u+Y_xbvYfnI1XMyL-P}xOU=fV&7<O)
zkwc-e)3aD<=xIh543iZ>c0$WzU`Hz}mzzzJ-jT_cjmaH)crf#Xkk97ffQQEhA0N^f
zY)U3IB`rNM6^(0YDM0h21SH8I`#lb$IshF97r=L5JzfCxr_-pkENTurhnk)RAw9h6
zj}e`5KRzW6AkK<Kk_PIf;G#uOOByvfIU^=6@!mI&67IzUuTx`FGLiu6S#dFmC^5&1
zJUy8bACm-=ds<2++GaA+X>qYhF%RM>NzmYBWkNfYM8!=}Mq)aC80dU?{3tp;DmEht
zg{|ocQSoVykxHLTLwW0?=(xKNPytU*r{U+3!^l-hbxK*0Txu%Ncr3*Y4qLm!(c$rQ
zS9n{TrG15-DW%gVw=b*g%Noau+_uWI1o+lfp(7x4t_kgHBI}ym63{z*7Wa?~f5d}<
zy~FNmvpL&rj#jI^nH)!x)zN6R)wt|cHI=Ou-Uhq1)MoY+XbiZwNhdcpl+5@vMoMN5
zg~7#NU?wX!gULx_a8en$=}d$SiRjtL5tOpIc{zL~N1);g^M%qvsnVHmaA@>awHh&z
z&F<onM(;vbO|Y+VbFgiHs`F}f@^W!;xvhV+wq<Uh^V#Xzj~_1n@aFu-7e_z7-v7<b
z<_|ZUA1`3qLgeY(#o7WyFWXZS8^dEelha3wi)R7<)q3D*DEMM??cL7ChuzTY-A$ZV
zI~y;z*Pe$~pJ55U4of?{Y5o`M2$M(LE3v1Y`6f;m#zFX>E>4{;A$S&oI;`ENpFq#H
zwG3n@On%7s3g8X{`;H$t4kjEnG>q_=+yUias)6$O5C{8rKs;WCKYIh^9)xGWcVx)>
z#?O7gaXe0(%#QDkjcoJ}2D<w9r^ZefCoflKuE?80+DD>n@a?_bT6w#J<9~<Ao#f|W
z9RL;I&nGO-2WbFIhprFb5BhB*;11!zZ>|mzO!xbz$0UXReCv;I&i?t`#p@&g?tH($
zukGE*@PGfq^8fhf(2sAn-yQFNdv@~u)BO(@e%wU;>iY1z>w|AE_uilFygT3d_G<5A
z7}?*QZv*RJ9l~!LxY_Xo)5DWH+;gapK|ST{Szzu09L2`s)6Hd^tBu9;AcS`FFSb`U
zCI&mpE1Wv?xfc~FjYgHJFt0FQq>*!!=yTVI3NRPs(0B}VM4+!JgO#1eq(iL%1u0S>
z=qMwR2s0S`3|cmW2FB26G9aq>?l*ViDM_Yk$1ecx-|SO=x5yqI(j%if9wj(zCJt$P
zL7o_v=6oKUYX%WwU4_LWfl0tC<Z%l)98Gpu43E{hfUl8=3*<7SV-zW5s9V*t*`V&_
z0&amu>Ch<cQW2WkbQ*=pT2fYto<?h>uE3_01Ca|QJiUZlB<Gu8TSGcc#K4XvJN)cY
zp#iY2*SL*(WX7Un8vU)9`VA7EDNk(0VjU?oGC`z4rUW8+!UoIj+B{pK+F>d3dTrGe
z?uK$#oui}z1*1wC+FcC_{7O_=A&kchO0=$Gt=(4Ssc=?9m@&}WF*DG&Ha&*iSCZ_y
z9Ymhn&kJ!MlydN_kq!H*58w_cCnP-Rcd+iub712GQ==QR;{bF_>*Nq}p3Lk(d6GC6
z@S#5)JNlDVq&fL-_Cn7Owr&o#0K1o48+(h(Tk{LSsp;j>(b@ifl&g+)wBt;4cP>wk
z?f92Z5J3|Rtj^3XjE=8P&u=XSg0qV&V^i>(jI{TTb`DPTjSqATHIz3YW4W=ab$)F2
zIJAAWw|}v{b+{f_ot+!$9&D|FVXfX`s4OWgH)uWjd^ZAT4EoB#f{Fr7S-z??U+D$1
zYt_#DJWHNHFClG=GAU24kV5ya^*AeC_6lpU*J-J+8of%1PM9q%$~WNX6a{iV^pLV_
z5?3f^WuuWrB9!pCLWtOzFq;G1*-R=2acmg3v+2xi8UxBVF4p4YaFHV?W+P5In@eQ^
zEpmWinb}B=&ZhpXji&<5F|#AN1<1}~K~_gYaxB4j4jtf*$(;kSeOPr51wN3Sl9d8j
z$9^5KPH;RvJ_T0uv=j)_)6-J1bI0V4vHh=;J6c{Kp2tF*lA7^2IzIVvN*c*>r(`D4
zGUBsR9%rN`P#(u71E3$rrvTQ!zW3m(ukS_QkBY`x`C$zD*&oLx+`043y}S3*Q_)%#
z6MGMB?9qwQNi+(RPRoAuDDL*HZ!pNmM#V>e^Emom9AauHNg25;HYGVV>fU|K?9{X@
ztlE>{m`g~eC8gzNf|E>1dKi-w9ha7r3adLbds;=2I?pJV7-3N?G1ghkO=feG)7eq(
zZF742jP5awb57-4Qo92h_qxov&a(uekQZ3ic(zTBZ9Ch%lUp3hvo4#Q!!B=|%hP6e
zwFB0zj#i7U*=%hru{4xe>WVG3C1!{ysw&HxD@vQny$!Y1Z53q==3<vtW7NoXYHpsE
zuP6|xbOKcYPod3~7v#!y+`K}bLdTcs1Twu)UMN-+NtH!1RiR8(q|lhu1umV*p)GV2
z6jWM_-8G)so_haab8w((eV}P$sD5Xn!{5_YZLsS_TC34KHQN9Ba_0}PPygl3`5)h1
z{_y+&{o{XlcZQVIj~B>C-F&*~-<cj??Ce|V8{8P5*qNQ(TbSFQpFNtNIa`2qZ2@)0
z*TKNk^}w@G@Hr}vL#r=Ch=L*K*&3!}Ov;eTPa(4A%r|!Gn>b&Zx(JKsF+~5AU=zY-
z--k6lMBq@`1KFXvkDLgO1JEO3wg7kXd_*%3h~FoS{fn)o2)L75g)n48N_V|7bBdg+
z;URxl?^0{GzppnmK6EgT5*fta680X_eJtf)g%)9gBeFUI@qV)F4?FMvs?`T?0A$C&
z9#PK28bJDSh$jwyKu8X@euqA|EA+hY{p0iFe|&k0URRW}Z;o{N`>J2;_WqB5+Wf!&
z?fmyI_h0Vqes_KJ@u`ng#+)Cb-W_RmAI|sRo$tQ8*m--l^%9tV9D0p&L>}LsY`r_(
z#>F!<QHB<Ai-pZd<PlW-&DP4ZZ9l;Ma@}`@6~os2_1au;Y_O}U%3V}qQtJ&k8ogej
zRq`}Ad0e#wo#0Gic2+K%LJA&nIO!}7Di_n4bc9C4rZVDE6*&ThSYjwPsuhZ?l=SGR
zs7ywdxzzqQgYRE>qrY2Z$8Y1vL2Fy&{PYZqG_+zK&*i|1j!|9D<>+%cx*T?XB)Eo?
zqX}#0NKw0xug0hjhmKUFmx+sHQgo>s(Y1<Pcexne^Fp=Ui2ZDJStD8+&Bdj8vO*zG
zBjy*#g+`cO6=-b}m=HRL#CTvjT43a2Q@+w(r1hHgWyOURI*m=8XOfF?hhUIFDJQcd
zeNHJgO9hCRH!1K&P}31)w-zXDhJ1(BSn9S_mpbZP=9*%iN237r8<jGnR%J01ILw9a
z61}TPZLymWJ=f6H(1Ggqnf|`u)F=k(mxrMjh-W`Suv-Y$Hk75JZWTLmT;Q|NhiooP
zhUO+hNR{_Zqx5Z$Ap0cN*`e7n06MX{Bbz;Z$h02Lhd&MC-e4BFuZR9w+&0|oZ$91I
zJPieQR(xx-GfTshGrfbTVC!pW>aDLwTRIf)f$0gz=Pq`)uJ-qU>}&J$Q+-gych3xr
z%neNrwe=0Rv<|nljCS@+501@_P7ihuHC8t@)im|C_4sEN4ub1DeuC+f1H&CnUDf3+
zPHSBl$IEf2R9H}|*Ln-JW%~Rwt;(a$bE(2dA-5r~27v%lZh<Hp9J^e`SEytfwL+(s
z>0|=6T$r!TGeK*okrko4p+Kouij^{+n9m|%sHp$ra1<O~9$$<~7(NFLj#3T=d&u4x
zbV@c85*ZfQc=*{t$a4k6lTNbfNV_Xs>THbLAkuNNQS1b19B$b;5#pU0rs5%fgOd*0
zb}EaBZWn^=_{!kq@uiSKClHgb7EY?C(wP~VS!sxt3(xGynA$1n>0sT%hY02)oP7M_
zIN(0u9tY5mu{}L0HReG~LTq9dm;(wsD~XzX2MTYJf1dCt;lbTU5AH`tJ&MHw{lSB%
zJ9qEihEDGG?K^kxkpF!B_2bw$gxfuiiA}i|mv%3n{+NQ`TPa_bmPEmlI_iGx{kxCu
z-FkTc_9GxWCUN{Ek{>5LymJr9nM?|UMxmvrrcqKL!pA0z#mUHGB&SnTVaUUwKq{}2
zY75CG%VR981R-BiTyHiv+U>0#h~iw`Cg-5eF{yF-)Sfj}>9*9h&9iI>O>2VU4UT1-
zY1yNd9576~qGG?^KIZTusJ7kiY$wyYqs3}(vDlgb?q*wkiM0;MZZTK5o%LRKLuGku
zV|`CkLr-;OYniv+>#TMaI-PolO=~r)icNV%Cb_;Ouh612*wrSRLT6Ly9hyQ1CUmXQ
zR$#E==!~{PlgD877|dlQ=0>l3q`hH%X7DUHjefMVrQzMFw%w`D_2GdwZ=FGHwVErM
zn_BnRmOh@t)4g@Qv2(bze6hCr+h>=5eE0On*B8Hie)92r`(kx|bzsmxIJiDOx-&n$
zkAHo06Wf!+TVwsZ6NB5+Q~PtXCyTzz)#az_{%0Gj&o=ze*Fno8iEa+yj$Bzhq8jFM
zd4i<Uk?a~07Kc4Mmh3oB*XMD_w0;o8BiMK#DW-D5(r+&V+%XhmWRBoCXn9=xg!|!Q
z8qE8+F?hNTHyjjnBn$_S*DJFp2(cU)Ug_+eZEPE<tDkIb@elRw&re*e&Vs-PGY@db
zJwSLnk8nIdJkiX*+X=kiCEj_0@`vkqU%VGq7?F3x*p6#_d*OvU))1>`lR+x)?`}}(
zzW4DAjqQj3_VM`-mjQtLL|y6GO7CBOz4@2lgkBs@zCRCsdb0iDZ13AMB+MUvdvW;w
zeE$vL8<>6)0<yn714X}w^X=uqubv$L`q|m{PfzgS%R`i61PGL4^A19OV==<R<3j@R
z2<6+E`}R2aYA?7w3tL=MgV$4LwYtqE4wKPRVA0D9m3);vSB@MTQMQ=N;K4h|%3y^6
zwm?b0F`bIBJqJs<_>Ao2ED@6nMT&sS6Qh1KIwR#yEF~sI&XfKE;Qq}%^>>TxC}73O
zVdtTYHJeEeDQ1lvl(e#u7!ON3oa|~QL&cyg88ijf?i?7?5dF&6i3J5=OxNZ~bgDcP
zl3|KqX(_3(6xV9i9@6>3QsYUKOx2b*S9t1*jc&El1nORjzCT&9hTw=<oLj_YY5>zD
zyN0iqiwtn17ilrABNWSBpn}H@+V}!7pESilA&-_fsN$6}3vz1#>nd#6B^Hg;td&~|
zHTDwZ#}=2_%@tNtB~oXB^(v`Rn^%JH4Vc;8)=EsB_To|p?le%?THg-1oEzv5PL2YU
zj{|65MX}2qE`a7l06&kQcnsr{2P?Bje#qOVfb2M1h^$$J5Ofx$?YQ0`ubGN0*$E;4
zS7Z<8&f!Y|)A#+e$7_pcq1BTO|JLF>`p_qOyNBAbN$+SWuWN9Zx0Y8Ax3(>gjG&$E
zd~@UGaPRtH{~#FjPeDi5)m~lKQd!g6)HdAS+uP7S)z!W@(ua<=mD$<Jk+F{E_S(wY
z)`q6x?mi^d;EZ+;bT)QWdg~mvYI8}Ap{NSeQek0rv8mQrR0U`-=qn0gAXa;zoddq(
zLaDH;6gH(8;Q%@*M=j&36(WsNs#VA!gpl&t(ma7yEiTf^Oa_h3sI^LYd1zusWGrwP
z0yC0&#FEgNLRigt!d&RtL^7^ej`$cB(q>q63WtppDx}ULp^k&3S)|hC^59=XLn~x&
zR3<wUh>UPn=-&YA91a+Gq|+dGE(ebQcTDcEqO+KE9F(N6p{4`4hplit0TS)V?E#Ol
z1f=y9qB|()z_bI$0qbzTMYif0>1iP0LB)fR$LNk(JsnB1WKEt%Ci;{V?2cm}#-=A_
z(9-Bwc_-g`Xy7Q2ikJE*Ddui8`dASwmqTMwlGDGq1>^fypM4QllzsO3*SBs*KZ;6D
zOai`3Gja?$dHHOqh?<)l?x~FaIx6;V3>D38iPRLx@RD%fz`~L}F(xkVVH5)LnVF2t
zv`lJd78gN&*nl7+JB7;2VhgjmIV`C7GEpjr`20ex#qDTtV7?9`yWP=><8VOk-f6b?
z6xxS0j#-5(DD~_J9lMy&g~koODU?&P#W3$tOAhF!U9QQmu}zvieRfYLW_Gag_6QsA
zXtvm!EcQl=y}@j$H5XUev9WSAlzN)0D%z?m+W_&E<t<g^trec8a%UX`Dvn~by}K-W
zyG3WU>TGts&0S!2>#bgcz0~0F8Xazv!(Hr*oC<4cm94bW?yhmWyXtHFlY`HJO&6Qr
zo&=t(jbHl5P&MM~A9olloVG@fyJlv1@OWh+I5^bm=%_YTH9Kn#7FT|CefGN-XaD%}
z1g+(74gyD5hs})bE{vb8`JV3hk-l>3pFEfw*q`nXO^k&m$F`;?_U5Jz7p6}ZXU~@A
z!pn3*xx@Yj^EeJJfTTcn<jJ2Q=G`|6`#JXA!1oLPG!EE!fE4W8FLzcz#e;sw8Xc(p
z6SAKWY{i6*gQ1?V@&AsHk03ildf4*gjso`illk%e$<fW>;idNOk&60eySL3-KHA*q
zAMV*-7`s@Vz6xURKY2QjZv)~w1n4ckgf?Ik*|ULnJJ8Ip;e3G09y2>w`mjPC!+Yc&
z18|S{8YtvHo&<k=wf#L}`tTvl?@x|?b#?T+=jZ?Q?C6Kf(C$RvV1;|RzwV#jFaEFp
z5`1;i|7v&d{Rv=w{}bwCt}wIjy*VMs{{C|J)6LO$Pme!c9pcHir#tUXcfP&Y|9Eu>
zlz)G|_xdn|Jb4^K!ms<zkpdK$yM)GIbNM+~j)R5whyJ&Rt1os@kF|2(pAXJX%#HSs
zB2A;Iy}hat|9`M*O*)B2$<LGJ;x~*a8~<Ja-)Rh9X10vMhcpFNQ~aw*jZH!oBO`{A
zbvG^T7IGglq}2axg!!eU8d{c^P8A~toW%gF=jE`KXj<oSG&o!?*m$Vii7g%SIfT*S
z<giI@JhbjIaS7;g$l)|9LxHB)ptoC1<!(#8+uC3$t~L~u!l#x4yyg`Z>%fiIy3FN;
zni357WX2b0WMT~F1{8}3vI}w<Y7R{$;-bP8>vb)JcA(9}Q8N~~*ob5sF*jer(@MBn
zu=n8tcN0u)O1T9CCZ=_j2(XUY7r?r;q|jw63B!5`qF2g_w53HFcd-_xwhD~rEj4W|
zwH@_f-^=T3z10n6HSJZ^LoLlKqk}~17VyEDzA)4YBU@PIj?o*d_9<xLFpU3%*DJGo
z{@LA?8RXGz`NEZOzDZo~;rXz>J)B23k5L_+?9k3d&KVkBw${!<fx{pKZ^(`5AL(ox
zY)77L*F;}`Z!@B^Yn#eyM>~5r7nU!#cc1L-9j~u%EiMM<e6xe2!|mPO4J~ce^&K@0
zpcfX$r@_geZ7e@UxBG4=xU|^Y-Ct3LQtQgr`qt6jq5ig>=BlPDZ@tG^TWl&TEUGY=
zYIOQ4ovzAYs4<n)8jRHjAbTOG_;OvoSEoU4e0h<s97}d=PcXB~`Fa^QpX5Ud^P$=j
z3shK#sf1dC%B+(Y=S$!_K(~%f#FgbM3KSx#1nz9KJMq*!o|>H_%gz<@g$QqFp#g#;
z%*g>E&!*978Cghs$w+1}D2R?1igQu4nu|aiG@3JEVE>7MX8_#k>3EXG&ce)&+W=VQ
z`N*W@qLr1@xa2Sy*$g_1LBsIQWFW@|q<xr~M-@8O`kX9;rZFOxH`Kgg22O=Ajy&QT
zYC25ufc2PY$kZO=8Z<n1<Y;e4Mtszx2QiNx-M{nA9kfwAdYqA%krtiIi=ve9^I35j
zabHIzMJHmi1~(wh5hUD?A>#0_zC>)xtuMd)8lkISAes$0|9Na|ERxyS(HXpChA1nS
z)LGKFsZq(v4-?X(Q-JKSerG154~D@-$WA&!a56bqAtYyj+mC)2m64b#V+uqlxO|kF
zdhc=Uokz&JfoLuIK`aCSc~YIj3i({Uv9PMxROfWI6L5ESK~3jybee3vYU_l^?$5Pv
z<yf{@hIN54#5Zl^6mPIfHd*HF?BZ=+@v71~Q{*18x_kespbLXLCiiBGtpQ^@L3TvS
zo9i5QfNZk|77}-p7l2;YT2awaR^Cxo(N<C3R#w{VMVy@j5qV{1ldHsFx9jXKgUe&`
zc#1u4oDz@MT#BR!JeFI_QKwjLFE6)y8p|tZhx(r#ZvGZ&u`dpOe0}sU?=OCQd3n0J
z<~5<7rp#rnnH(GeUe9&)>UmamcA+X;IZ)S%8s(S!A=I*bf3@@eWc_S)etT|o$2WGp
zv-II|>(lklyW=3_cF)#l4wq*3P}(>>x;`<uJ~ps1Hn=%4v@<!fJ2`qZ529e^5|*@p
z?<R-?2m1UC!sr6CAm@)}hYzO*kLO0tSJ1IOeY`k!jCz;A%#*cw?9H)22X;d;2SAU2
zI0$*NTmKo{f$t#aaRY!?J_A9$?z>o-d%C{(WX*TBG_^l7vOO^p8W~w=>+VM}ueG$n
zS>9VyH{0E|G1-5-G<vZ*iK?1NK3*8veNgpBkR1_u=usu$zDM2~?+7ZMygML1Qu2O6
zB4?2v|LJT4Vf#qm#h(2)$gBf2U+jH%dHBz-uR%Ec{^=1m1+(qmrGEE+|NZ{|`<G`Q
zP8MG5ExtVPzdc$1_5wP(y$_eWpyJ=cM}Gl8-+g_E5UtIZ`{dx7e7L{)46z<tt5D66
z34I5t@`Qv3vY+9{i1M9{h3nAtMG&?1Q_nUR-yp&7bnDg0=FQ>8)n0H1&6ukzp_$pC
zhGvh>q!r{Td3kcseJrs;q{6k9n^(Y<i|JfCQlXMEs7aLUBq}|TPDx-;l3<$Qt0elr
z*<k()Z}fLNv!|uxQqp)?8HkRTu#q7{kR9%F4L>(OI~yYykI6(0oH*=cC)F@;x<Nq)
zDIFh;>O8GTppi?oYGq-O)>2aFu^K9i^=0ZjvxuvMGhNEVu#Aogr(S`c5d*kfUao?d
zOTZl-cEr@=&=uL#yd0W}$I3@uO(ebs-4i5!7K8v+{9HuRX(U{ojIYlV6e&Qe!>BH|
zVzgA{A-lr{WY<V+g-Tb6&TTPzAn0{kD;*>dyS&6$ZZ=dqOKPf|4K0-|-Hly+t=&DX
z-5o7mt&M0ct?R0-8)<1=8SXn+n!VguLAc!3!qn3EAnI8WID@cvWX`~ehJ%a9^*)^J
z{yE@y1lhNI6I+XuyUR0pawmKnfW<lr-NHt7KfWOF9eeh@rG>49#lY0`!qCV_M`w3K
zLuXyxKwB%OlEsOMk?w)srjGvBF5l?X-s<{kXlHLFxI8*F+1WST*4I_n)>+enA$_Q=
zd!lDxd17j3#eWc7yF|D9#_HO_!a(<6skgyoEVY;_t30jk80#zB%UpFXd!5VCOfcPm
z{`7hvdr@IkQBhUCwiF^J6><O&5w8Ld4?VnHo#)Uf9C<RcLS}|GUW}+fmQu*d6J+P{
zbL8A?nS`Au%fY|6f;_HPmaEO<7vu@@MO-<!dKpiIoOphY6rM*OPlKXBW;UOl!v?%E
z;dO_ti_1dD43m+Gb#+P-+D?-(Ya=HXnQ}O!MV$#)r$<U!f#xu*0qDbU4_Y2Ut7K*e
ztTVA*C$P?B)9EbO(5a|-g>8+9=kXPo%q-HemYqRkrc>!@aGR%RfMO?lIcVcEGr-1E
zpo9mSV`h(wjgCbUO?(^)d`|~y4<B6Yov&f8`Qpx3w}7OOd8Z|$A?HfP5UI1J0Ok8%
zKS+3-#AKj>HJ6%3x$`-!UO@8C@#2^VQ8*8<XU89mjYHR4(xZf!TaQr7o*ti0O`|8p
zraXS|m<;Uk85xf=(-Sgr+dys-c!=|XdjK}RYzXQSV~}8*o)u5g<j76@0u@z~6HiOJ
z_c;1)6uRe<;*ywDwmPq<#8_%JRhbM`#l^K&TN8m}dzZ`6;dZo{t(|Ji2+y*_vTQO-
zw%LXduNVQd>$$~#w8QYsYl4yuQHft}nbSBYOI-bbMRv&J;efM}v7Hd|7HhrL++Z%L
zv)h_HZm|8WsDJf(TFT4X%gZ}FWgVsE5Jq)YRCZKUw3U@Lx!tvPYq_<=>$X&sIch3g
zb>+@lT$DR%DqZ!}o(4RYp+3l7gUH89cXdNW-B@?;;o33~<cH@+zk7B1hxgZi`ta=I
z>Ctd~rzIb^;#HjuZQE!)_RaU!c6C%Xx%I~0nySs2aX|Jt(qKaV>$T;*`Dy=fZ(w}j
zWPK4B^!*K{%iV8J-~?ZPzK^JLm`uUak8RHkZ%qyX*+XMP8>54vvEi-pk)6rW{ps=3
z`KimLxhE?Cci%H)*Z2YMlaRVW%!VyFTyIyw*(*@@$g<m9gw`F%NW}1D&AkQ$kBsUV
zpTWk5&rh58unBGjqdf-v>!9yR5Px<a%k&f9^dZV3$Hy1jdxk3N8l5%Bo#=09p6%^g
zo9x^74WV-7%8#m=h#e2)JQ>>wxQDfWueba-ZxDeCH{Xu`ugDH_eMGU34Lfpoky?Xn
zc~T4q8{qZ+uP%4LJ>UM}+41jR9{khmn_pcVeLM}`ghp5UYUW#NetWg{fBtpzH#h#*
zM@z4cmfoDMzQ4e<zV+sG6RXMRN7%D(zdhM~f3^>z{^RA*$BUy6XNb~5#pLGmUD((O
ztRueW8N_u^&Tset>%ey+qT8Im3e7*+#9tOFFrcZMJ_}5p1gB2crq9;qp6<X*7YI#`
z_f%HfRE0_;E@qP`8$pf;6;eu;7%ow0IdY-X%wS-OXT@e@C1ygxnwpZ8mXejt;Qj*O
z{>?u1cZ=+lbUt96mMLOTB}}>ulRG)MfQOyQWg@?W#Y1&FXnE}1xe(OxwL*bb$S)G)
z7V$U;nNdiDN|i#V*OU}#9EAW2xdqHQcIz^sK`t=n387#wR*Ov<i9sbTluLCYA((s>
z9|<<-jzK3o1AljFu<<##uVCfza#V=2i5!I3NQL@5i9sPUAXr8tD?u4+q1Fw;U$6D3
z6b>13<As<aQMq2>Mlq|s+U<bQtI}?*w3L(q+3m%36|Sb%s*aw<E}$pu>K#ojZB4B$
z^-ayCrTulaivvA~ph304!P4~F^oW0IWNiV4wb`A8x$U_bw74QTG2&-OGy5Jfn@<7C
zakdwywwI=W>6qW~xU)<ob2u37p|vB;ZtKgybjafa<AVzW{o@@21I=B1jctRio%o$L
zJvcBwHo81BwKz37*wNG5g4Ft+nZdEev6+S8$*Jza;g+t!#*WsCmRe^`gQvE;u5G+~
zz&AFrKEJTFytqbUY^Rn-M*3Ph;X%VM`9fWl+1OZW?Wl3~RC~fr+|E`{X^+v|qBYbO
zn(7K5L^M_wm(=P(%Og=1)4Hx)uPZCa_i9yO<J|>nw-%8#`ELA>5eT5btrT!vSfCK&
zuRy2bYh~F=Aww?D%~y*I5YLM^3WY=~6)0qUi6}?NWs5o4#4ABX*b$2l>YR>LSZLcs
zB<>Yyv24)eS!tBCq|A&IjO|dz;ow!sq9K_tY??^SlSui1_$+E_HlfprpPjhdfPC20
zGpWdELzoPUM#m*1D~pzuNuyG581Su=5LzmNXHgo<WK(F24D8GavL`2Er4FK<ni;mg
zg#~rMdT8e!J-m-0Jv_N%$quZ46b&=Y-LGRGMJ2|@$44PCBZ)<U*qeuTDoEdB<IydN
zqL`HU#H2?LAKtlj`!>?*KEEAvFDl_7!1v+3ukK>#&PdNf1RnBgC>iwh3|evuB{eN8
zEu9)4i$9qLc{~m3-*gr|oetB0TnLvx7YcdQ(K9IYtduNDVn#-EnmC=Gmnx7ZaV2T|
z+|(TOz_PMfDB3aViXmbwF_u|Ns_oWBE7szc1|Yl1+6jBR$JT7Iw5iO4x#lGX7VGAH
zPRS16vI9Wp7B2}(d=krw%o>!M{W6O$&pvB#^g}*}X+2_mgR$N2YPC6=t<EO9quFk4
zHW$~~tw8p6MA|wXO)e*VcI0?G?OqS+Y1+$5+c3qKmo=4n8@#R>mjk-H8jq{K)ZOTH
z)_d%=UOOPZvC`F4?r5lXH`jPut31t>ZeV?FdtKw)@W9!|(ua$!@17t3_U+Z5KRx@?
z>nF!^i{1j4OJ7#)tlVDlegFFE!_C>7i-Vc|)~T+BwaNaqv4Qo`q3y|ut;xytvGKXC
zu7$o{+&sTL+C{qKr;Ec+XZzm+gRVB-odsVWLdd;%xi){gGIKCLxivYmJ~9{>99Zp#
zP`o$L*Sj&;zcV&`I5l=WHGVujc04n33d=b<Tvn#Y%)T-O4H&fXL`R1dyD$$=^zeJD
zn3MtNV8Q|ML^~H2*Wo%c$VVo3;67e_v%Y+_x^TWSbAh}&{Bl_K?MzJi+PX)oni`#T
z&1H>)E$s_~z3Wr`yYmBwzG2cZy9}K?{O=IVL#vPC7;FvD7z=qnIj^^gU=ME*+4AEZ
z|Jrj0tcSfF5&9&$2Zp%w?cd%U{Qmjzudbn#+eInN?_M4K>$lgxzCL&oSlk`&^LLjm
zcN#w(b^Yn%_K$COKV15sAIv}7_q{k=eT^ml`R<47qYsy$;tzo4?@#vu@o$cH-X8D1
zJKe)Ga2meaUjwY)goSe$+p%gVlY4OPWOep12w9QuW(T_rBn8b}1t!l|$4~sD2g}1p
zE5pYt*gn8)I3E}sY_@qd9GQ?RPz$hfm6L{N3P(j3>P1K`LmMfEOp%Pj<3ol+qq8zH
z=_!zy(*I`g{R?mOcZ=+BA5&=(8cj+kY4CXrS{{RnM=aBk0FOO8F{(o(4@?&b3efr?
z7U@Mo9ghn&ot~RpAiyttsZOOZLZzmXnXv?i{*9Nb7V!#@LL<jooL`hD05lsFQXE|9
zr0}`t<Z)T@T&9e}K!>|Lm!;rktN0ktbG3YYO|DMNFGN2(-0m3C^F#)f$cTG`e3==J
zHl4~*pmyXdiPj6*HQ242^TGJlRyiBX?6q!d6=rsuxxCnj1ne@b2CBR*O;znp)vXPc
z4GopG^;OmN)z!_lwZpB=Gd*2_iIMGvncc-%Xx*W2U!58Y&P}b&Pi`zst<O&dXYk~B
zkl5JA;A;!bqTg*2XLEjhYhi2`#9d(aJhTL%9qQZOo^5})+<v<2KMKt4V%Aui56(=_
z4GoWUcK0^5_cV44wsuYR_WLKswov2l_ig(Z))!}eljB{@-QCUI1Fd~fxsP=Xj&}47
zcXSPPb`EuQH<h<myXtG)^(~cc{jCF215*oQ^K&D!<GrH;ExoN(t!1`aP?vgjX;D71
zKpQ-kmU4Srg}ck^>a^QhE!Jj(v98ciV=S&W8ju=VhbgbfR8?rKC^V3xFDlca5k~9I
z&v)f(Tu@wV)h?~lp^}>Af+8vY68T!Wupm#Y%j0S!Y#=)(cdZhCr{P7sQUq1J8aZ>Y
zy^C|@e3qP@DauUAp=Po<Ilyux#-lg|lru9k3ygSD3LIrHO=YFgFk&O9C7dY-!92Kn
zOx#Q+qF>2!9AkK-4hCS2nsqSnnHdx)+>;ZMGSf5ZnOQU(N(Qi#nw3F^`W(|bS-2CO
ze0am26{(Vef(|2jIFSZHc2q0_P}T|yTw+3eLR@TIGzQ`5RQTCafc|K3dk_<SKQ`(?
za(sL$cI8pAQTHCkN5^NT(<$jxd>Qn-Ks)#FK@@u1qaQ`z`tla~rykx$clqOlgp{b*
z_&fI>CMKq`Y1zogp%5oM9Y*=gOi&9<oXm6@RC$!-OoVdKlbN&>I*-NY!0eYnWg;Y=
z8290GM`LUz{UN0!r$CXy&yJ<CQ<%^cA*v3pcJ$#Gv?We+mAwS*>WvO-v)$Hgvo+Z4
z4HkQg-PY~2ciA0nMUJjK>kPkSn^SVgwQWdBHsr;Dypkn_d0u5*P}-K{)>W|?9Wj9d
z+nC+c<@9zsyzN$a-$+?Z4_xhbSEJ2=FWYR!*luaCJ6aq#PI3t1+nZgkHYc)ekzns^
z@wi$_-7OI3SCo=dTGm=x+TwLLfiiMfsvYKPm$eqAj8a>DwYRy7Ea>aY9d%XCx(083
zPkqbs$mmIM<>}7W$Ft)<K0o{8)06K{&T2|(och{wYrTKgcfG%VvcCQ5;(UeNc=w$K
zrVkfJcd;+SKh@FU<)M+$*0#Z>*15sa-KEv*t-Y7~2k(v!Kb;<b2glag&c}<r_oq9r
z4>n%x2A^Wp>zjmDZF6#LeQYE!G`P~=zued7@9z%|4F(5>R{Q$b2m7|i26m^05o~*~
zFmdFYI$fSUUzxx3FFXzUfb5a@8eCvxjxgbG(XI|*+aVU;fOUA^&`JZ?4Zhx4eS<Q%
zebVHPKXna-JW_E2NX79T&rJt<d#CCfyDDnCs=*vK&-Zl($NF|>29M`ScRX$_&dHg&
zK*aq@*ozmKzd_7S2u3{r>m7u`ZN1%F`*;jB-6}ap!FNZ2w@0h*j{_g}{GU$zzrKcs
zA@uGT>xtt}XQ$s^1K-hjyYb`A*1x?y{@vx~o6Y&>f#J)=#+7dU#z67;cEgX~E&b`Y
zTOXe;U52JGP`^IieRH|}`g;B2#m@JqhaZo2-yI+m4_`Bcp7(cWp*N@NZ%;$8$h|p6
z_iO0o!TR$Z1kWyCtu0=!Lr{mt>V-?>)DgH}e6qf9wFZ`c`fPRLcx80oH*&Hvakw~k
zv^a6RG`l)9R9oy+G9?Av0u^5_M+-FiV(46HjyRXW=O7D<B~vhDVw5RRS#Za)(lWEt
z|1*Q`7x(N;8Jz^qD9B+bp^;<K(dMRMGqu@l($k9MSRPj^6zV17B8dd{H$4*IbGbSW
zyzP9wP^6bi3T4tFiKtM()gxqv!zP+}ZjM^a(aLywg^-Nf3W*6OT)D&`=V>9$60sFL
z0_#!^Q<e+9H&-R(<x9mSn8D>zi&73He7KTTj-WY{Tu`VMnerv(e3=DDEj247=z_tj
zy;vbD(JO7X!m@H(L$#}=%wF#{*ElWJc5`Kk!D}xr0}WUYnQe7TLuF$_Rb5M6Lq}6n
zXG_ySM;qeSf#YkllaaGAKOI__S)T)%PXv8qYrcs!-{d-s>Ue&BYGZzUbAD`deuVhk
zkvIoo{KDA&@&x*io^1P{?Lkhz{o}ivKYn}$@+!12u`t{}J=l*O`e0{IcS~nqd-vqP
zz~cDmCYoY`i{}v0t@%T~`GxVZq0XMVvPK91x*IwNn!88adyqvlJv1~iGB`BQSM6!R
zuSAcf7LPUFww9W{j)tMu+Wv-$u2M&Xy|~(>D=$=g^(wC+A5AyaHdBqGq}pL=vYK0q
zjrB!^l|}jrLs6y4SYt9kI9FFxR6}4ra)9iHa$QkbL1C#@?=8?_;qFl@AWgJFnh458
z%q<Y+s6`xLcfL4VA!6aEB-vUSN0*nYQ}7B<^nm5NAV(<56-#sFLIf72aVd|nN6zBr
zpdp>quOQ78xo;>tPekcjDk(mpV*Z3x4K#b?fRo2-(b)?9H)dl%DVf26@8INVTx7|z
z*_1R2>e66Fqmf{_tnkUCWs!j$A7l29M9PO5d-S{j$4N;Xg@UXY6thvFyJN5!S&S@z
zJ51(@iSh8fCB?<1#>ZzQCT3u+Pl=0v{3tg1K|In}Vq)T=Vqy>=cMofK1jf-*Qz>y#
zj}tJlN8!YyUnV&r`SXAH;=yNkQlpcwy-%kxk}|2W$yn!SGBOxx(Mid%$%(P>ucaXt
zmj+9FG6ml`8>4v!9cF#33kkAk3n{5o)WmSuxp3!agLTMYWj&^|qiAlBU1>ae0=`|)
zk8r-HQWMg$v#{UN+l`ejbCbQK*@k0n0<v4JH3W<8eRg}l-Q8w(w-nfhrN(uxahGdb
zkr(^bC4P-%Sz}pHTIS@I1&JldEe^4YwpA8H)(l|H>nQ6myIQSS)_eLrUIfuMkknbn
zPilF{>M+g&@o{kBaJ9PJsHDLKz`YeKfKpdSg}1x9ysx&Rzp|>cq5`u#0e82f-fgeL
z@!G=2UgNS>x-3;?wz_I(W1YLP$y?vw*tsw?zA-U(v9$6AZEKrLKU`imI$E4X&861X
zq0W(suF<Z_-syqq{`S`0z})}O-g`YYo^RQn-F?bsr8k(wd+)tR5)vST6LKIxAOpw?
zVI(2%y~Eoiz0XRY<*SbAK7ISn#F&S9nEz(hPgM8Zd8x;WGZDAq8;T!7DX1ip_1k-|
z{aN2X#hP{$9GEkr&*q3)EoPNUyRf*nsBy0$!6A4Qh~5oHA4GtGO+HS>ULC?4w)g4~
z0*CeO<lP9cD&AAXKww6O-BoZVH`e^CdjFc<yRza`t9=@EP>W?Wb$ERxZr<3knzrG=
zvzia>=+e6|D}NAiJ%r0W?s=B<KZpEnqbkRc9Sd<WsQF9G!I77`7X=;%pT&nz{5NRS
zBc2B9?I8ryIMHAS(sswR=2I>kr3)L<1+!f0)+!<f9j5T95IUs3nod2Y6Toe}ScoIW
z{UF}JIS)%7I{eR*k>`oTi!C7Od~Xl@Zw~;bBL)PokMJ0Nza9Q`5(RVS*~#H?^3In3
zZqj#p7~6lakNJ4`{hb85^grC+`tg4J=liiA&w}4<nNA&xzIDdEE%D#pdH?-G{N1Vd
z$(H~1$?nV3<P$XKi735;Zw_`|?8aa00Zt29-+Fl(e|8imfHrq_ap0-L_8biML`F=^
z{~!t!Ee!L4d&skhVgByL-~3s`c?NMOj_pp^b?mnu`Zjl*YY~&ir`NbO`jzP=R_pLU
zQ(qqpb+v7cl})u}4Yj3E^Tvk4hKBsQ+Jb5XBbFm}DW?Rpt=}o7|FBQ}!`AGTHNBO!
za6R=^Rrgj^^;T8l^i)^&!YP+x$@VohQd(OF+uMiR+lE?OXps2krh%p=T4VE2Q}bZz
zLke(n@ZHr^^;TC9e-IHcnAA7dklO19pzLsD^|Uj(IvLo*g$u5=j?{wBrs(kybhztr
zSJ2Tm)YUQ8*E2~a3kE6J#^RED#sH6nt-TN1Y8|6w5aZj&;FN=xzN?kdNziGqTSq5%
zO%Sbkrg&<6NiZ(ujf(MWggZLNVa*69XVLLfNn~m%adgXYm#J(UdZ%f_V>X2CrkK+l
zCu;M}D7M&KmW0Qaa9d+8bIfgwx{ML05uZw8mBx$JHjLV_t8UzKn71949U_+9O1R~N
zaLRcOL%xGh;PJuH<Nf1=%WKx?bP_4pahRlUs1=(l8V`W9K5Nov*$p@j!`}U%KWufH
z5UDz=K=C3N;UhX$Cs{Hm6maSL%_hIiW;JYT<Qg_h#2TEY4+wBrgTe`>XmUi1$I;<g
zI*mUBLM#P;UEs(~4-W`ac6S)zxU_-k!GXCU+U)S)EG+R5cN)&X44$OX=8)n|MfV;i
zIy!23(J*tKo;nQXJc~Yyp!QDuygFFDog<(CwbVk~;awbPuj_BG>2I$kch*t68wPuu
z29XQX-%9Im8)&SC%?<HuP4y*BRr$5~=|w=URio6#I2`Wu6rsH&H4U#oL0eaWM7DZj
zNv*b}rKSPx`dVVo9r_PD99XU(y_c5cpJQrJh7)g%9rm*FlKi65!V)aRmlvZUUrLPH
zfsHFGMk^jodnh|%;Lx|n%>ZN_t$1_^u=rMl5nVZG^We+_q*qp2UQ&o@e{MFK@KE-g
zl(HA1AkWK!Jw7Kp^L82lvsW*Fb?MsIS2M0>6y_9FSJ#77mwr7XJ1rZzEk#)cfZJu=
z&Vg6%`j=N=??JZ!S#ib1<%I>M8CY$<o^k!Ft2Zy>-r!cojm&fIP1?0|T!4~G@NV<U
zO0r8p&&7%WP&$ZHsV%9gE2^%=|8!neadu^SdU<bYTYV0=IW=Wv)kWChE3H8OEl6|&
zU4w`>nq-Q{nYekAj*OriKTl`PjIj~Psve)vpq<X*$Ogt%I_N&6xYm!LLihEK1^UJV
z-6OtMhP!dtTgQl0F%sqU?Jkyw$u^Af_2Ycy2xk!_c_8RHTqrvtW2AU1jNQ@dA46@P
z!qaj2DsX6VjYke1alo$UC<I(3lzm2^ot@SZ&H1Ti;k0~KsGOZv%uLCr`AbuiQsPE*
zL^#TvnqbZF#xZu60h%;}Df6^+MW(i>R!~9jZt4$ht4|a0WuBZpB;k!L&hw=6?D<*N
zoR~i^779+b0{{Jomw$hKADQfLjuCFMcQ+P_TFqva+OVv$X;y;<OTuDDmp)-y-*wt{
z?ADWj=Ux=%uJH4{1Pa(kTi~EZpY2BA)<)m>1RE<Z6Q=M9%WA}^^RFs>8l?yS440Q3
z3b|XO_O0m9x{t1{B{vKQR?8i5<^vFSEULpD2i6=W>8POLphGu4{&E+S_sFYV@aWE!
z9g2@$J)!JaRl|H74tW^%9){fa{LW)6=owaB8iidgck5K44ITFN4xOeu9?bo5Hlggt
zu<N68KUa2uYJ)ZqYhmPjOsvBBpC`P}k>mpSE!gt=TkrO^-|i;g?<T%G*nM|+^6234
z_Vzcf@LPlX&5HGf-tuq*q}$LzGI?@*aQE@q!}pJ${`%_WzrT6)@2?*J<?-n~mo~1Q
zeBcrN{i*H$_z?T)uKx`&U)X(pbo}zp@w2-Jk56_V9&SI}Pd+}_es;X~;$;8T>A^Rr
z`-EZsbmx2_4i0?WK|KLjKH^2?{xAW59SA~R0uhYid)RRnb=->~HqP~AI}DH@Ty|)}
z*s*xbo3P7O36odMm>KDrpmnfFEoclvDd4GVsRIlnudMubQAJK^MP7MXPAP~_#aTsv
zn0)`v7y5@)_SyzYZ6j)Ma&29IO>JKdFp$-qH8mj1b=TJRBBKqZdS?e6=Umwdl}F{?
zGThuU+}b*f&$cvEV27)#?yW^?TNONVXwifEPHL(m%J!~CT5l^I%8r^HHwLi7;lKdj
z+(2mo4y6U}HjMrE&JL)_L|+%1)H8`q_Wo{GUnkh_L!_=@N)Ln5HBQD3d)ruV+h}UX
z4VHK!mK}f^au=IUo*o+#aYiJ9F)7M{sc{iH*b6+V3IXLhxk)QGXqF6`<;@kPV?zg#
z^;t~;8)SVm;kF<pE$T2u>_(z0CuZoxGYR)b)Uh71;TRH*O&H^$<68)Hv#xI0ag%A=
z^MLdY7_2ktvWKi@uhHn*Fj{n`_2o6qf=V$b(}-moN+rgKLAx>Ox9tXP+kR8rWr#V@
z)wlYLmUa26n7=$p7qN$Du<~Y5s*&Upbr_Rg%XYvOcDfB3gNQF1Wr`W-rNj9~MfDBs
zo}mvCdW{PjRsv~)VOSRFA|~4G^m+R5>>w4RbKU@DiZ(EdB0cpyBwh$*AEwPQ=@JHA
zGB`XpgvB@J0)r)CjY>zxh+XE<@ue|zbVo(~y`$|d1frjWo_yzM8z4osG&muF`@>0%
zMHu~U7=o}UT}(>XFsYN)QV;taII{J1rS(+>wYlj9P_*JARMUmn)I#BWUVUTKjzIRt
z=4x=`n~9j1+9t%g)?w5R^(?Ne1PBf$H*~S{Foj33J675ouqO|rT^%9Iu*{*U4NXTf
z8?IrGufpm$X7VNQ(i7eLbMt&zIe4<UdHGrSsFR_=#X!&#2)ioez*J#a4~~2>OmtB8
z%v(3J(~;8#Qw{-;FDu1;1uOu0>DSY)T)1-e!nKTRnT1*4!@#~?3aC5A?pQ)6#2OKB
z>Dixub^%p9*fJ$>=cVNqXBHG?=3n^dFE9S->$IzBxD$Yy-@2A|>uMT6^jE(IuQmhV
zoUHV0EX&_c1B9-$xvsecF#GiU0tBX9%qYBgyZB~NVQytbZgpK=ZGBN)TVqEp$hlZA
zXlm{4>}{`Up>|S7sGM>7+&EJ_iXY#IgfTKd$eJ0Qm>&Z@o+!HI*rOWetn`gJ+DF5!
z>|h_yOW_B|yl~G%xRnv89Sl?tM=F`|a#pg9>8Fj@SRBK+Kt0Nlj!rI4a3I`3%PJ8h
zN6g%bJ$HgFf3EC2f%-Rb$K*YAIAG3C%6XG=K1adlC?WAYu1vsR5>6}TW>oXD8qus8
z5-$`iPw^J<DbA#X1D-Qm%A1gKQOJ+a&GDs*1r@BJfsNIeL6bD7jy=wGiJn8B=a0%J
z=|VP@GdC(yE+|%1ilao}rx#~`|K`D8pWprE`MsZBJa~J$b2sV_8a6CSl})7ytQ)Y#
zz71^DhBmOO^R8$@c-u|Gmd$+Zb3KTKP(?o3j=ex}jg|Ag(9>-o=A2kGyA#+vaIbCI
zG@%uhb8&fdL9#x#urV(&FD|>3DxXFh(&}QXYjD2pS*^!z#~q)Gkod6oDfZDI>jyx`
zBaSWpYB%-@k9#2CMW1bjah`8uPc8f!h5QZ*Z9sB7_XDWe?WfqWwZkW{8aC)-Fzwq6
zhpx>#L;@^9z{6TSy74Do%=)o;2SlyoE|Ok}gA2!_h~s74`6A(Y3T*pM^yPl??ZM86
z{oRkdJ0EuvZ+D{)woc-)H`dtC`ov$=TYpn0|E7)oO&9vR#`jm9=cjewM|<#_2$1jx
zPoCX<_~GfpA74HE%l-Z5eqC~9_^ylfzr8d6-#=}?PTF3^;vWtkyt;em(fz%LcXuD0
z?A$-vez3p$`0(Jx@yY8uci*0!Le`%j#2@b>`xQ|#G2A#IGUh=XWjow-ScSvb9X<zw
zX+r>Q(36i72bnVP-Mu)7fKd;Gon5&&GXw%ST@Pjg$jKDpC`CZ;XOlaI+Z%csD^Rw>
zw_1tc7Pt+r25q{ava+D!cLetj`_w<Ive!3JaT=P?S|`=j_d?KXsyk|G@GGUGzMd%9
z(SC;_<FqsrkC1f;aZB?MOmuB6xTXO>2UB!C4D&VpNLO#ge70=}!rfTa*Id=tUI!C3
zcrt@nes8EJp`x$D%jyT3vAqtO4LEYY9pGWd+Zq|jZ-t4jt%*eH0^f`|M8+-~V%EWu
zC0OxYP1s%^C3Ua|x;bPdm~?Zf{amcQkD!oY%>b-AH8wpnF)f>3Sdl5+8yiWFHR?14
z%xfN_-o3Hv*;se4uRB-QT<fb58<f<56Sl2~t?N;{Ar9?!nc`04jt9H#h8_3jIYI6?
z;68#+-h)sW)18R_ZY**Zjhuu-J6>PVVzI2OViQfjtk%GxCthAzRBmcfcbk(w_d(cq
z6!V?L{czNWHdnnHEABPDL%+5r*UG@{oPaSvDw$Tg^oDJZ=iYYs!G7p;%NzIEE&2_K
zU}<DPFft-z;jm;(rj)^u(CK12LyQZ2I0S(no<-43N8L>qVV!LdmH40#XJ}AFA6!5;
z{(N<v1~kn8(!J-$MwUicOGCqwA-aUlkTIBxOx6-{MpB0*WiqDwdRgtQ=$|lQmGA4E
z=xiCm52d|{)kW+k(7GBiPr-qA0w0p`kFL48t-h)X&i5)f*NUqv3afL{^KZado|A);
zxtLJud@Qr47S92DFRiI7t8WAby{Z8u*qTB_ph4Vg5PDh$una+5Ei22fsVQqfbZB#B
zQ#0BD6+}gkMs_(e*$PVv^2&+|A?_%?%g|iM26z#^3X<S}q6Mmz$Yh6W?sm%Q27NC;
z)s61~+6?zyIfnQp=pkSO4vd=gn>SFQ=iWww3%YwHWiaTaJbIwLVY%$q6@nCZ>oS_~
zX?bZ`Icc|nM!)p=C2Ye1lT%eu3m#ozVQE%+4x(X7)AE}0tE#e!F8#|FNII*otOI=h
z`XwaGT>A1)Uw!qbui&e{dG!|b9hoUtE?>o*AEy5H##Zd=c9b_4UCC)kuVB=W$TdAh
zIc1fA`s7wLloP`Wq8p!$oYx9qbXzMMdmFn4yXnjU?#S@m2unONDrJsJ=%Wj)vANN4
z3FH{c&K4*}1-c==nZ)(?@}jgEFMZBWpAA#_$bAbp4+rb$p}Ns<-FUc-8Kf{hj7jr2
zUpLN^jdN06cVxa3+i=SN>c$h|KDh*}4N<D6YIZc_anO)wbCxl4C-fa(8aDv!B|eWh
zaMlS@F8b*y<;)a{cNKAFbu+WN>1nlqFXv9m*yCdEgc#fL(s_+})reWxp3}5#((PC_
zy~qJ!%y5|tlb9}1c~guj*^I=vs=Id(|Mcki=f@}C-#hqp|LCXZ_kVeO^7=5j=eB$G
zD<0iS!eTiKc^{%k3|OPab-!Ng(kLBDxl^U^>9vsf9f$SM>pDfgTgd$cW$!j%?}V-W
z<zC=P(tST{J-~QwW!)x|uL|dN!g+&O=8!Ah3YA+fcgqzXr6!<ViL9<A3>&-F%@YsU
zGQQ_nM%zog-h;9yabE9l;ri81;#o2RJkG-i@@R;Zc}%Dw_m5(JEWrV0d*~w0Ht<$<
z)4pT#$PE!EFm$P4SpqeWAv?C@p!HDpGi==ZiE{=5ZNQH0yq8fsYW62dSkqx(L;Ot`
zZ22D!<KG>|o}L8uwvX)5x9Z4GvgA+F{qN-mKWKLUtWW;CZvQ`2iNDB0->UrY^uBL4
zyw5GZr@qLmt(}igj$XbxIk^)z#T@+O$kcy)=l|b-+<v~Z{>{GSo0Guv)9AC~=+na(
zrj5@IlFtuzULK)ZKYV_;^JqJCKjFWJe2Q&k#>H?D)^i$i9)iXnbm9Vn{u^69hP)Uz
zu5r*X0jVC!j%P5P2O;NSJh~<lPjpk5y(5gi@u8j(<Z|}Hj9uT`R@aRTi=O7bwwkv3
zvbu9|2iE2flkea8LjONd_6AaI9fDcAs;k?7JHXde_Ygz#I?}nsL)_7dM<EX|9S)Sb
zvAz$BY_&kqR$@1*x4Dke*+%c}A@<N)>nN=?q&9G3>j$u_USHc^Q{7uvLlpJRO|)}a
z?*yV82jbpJ2d}2Nh8XO2G?OU3!z}E^GB~UuHuN1+^|r?0wuYgOhGB4MNu3k4UhZH&
zcGdX|8gGojoy5ZIgkWltKh2(;=kWo|vajhvHgni&b#JVj)o9i!)|ZqUOR9}!%(As+
zwa&k}60)qJFo&%Fzsl}3MeQ3gt1jtS-*qE(0?i`-31U@)UaY7CL~|St90dFchr@3)
zS+#ooqFf=8;Ao`FmQ}6CqW4<#0oz6lq3wQW(qoSigL{j6ZNs#rF)XRq7d5JdWf2%T
zBRm0nS}IyH>Nd8W?xS!J8LW4<12Oaz)G85oZghY@*vq3~GCmA7mqLgk$F#u(Ds7&4
za%h1<6_Tk_6xuWnE=Ux9KbeO|6722+SY4kT7!Xn@@WAs^2TnO)YDD<6$j`)^q~2!%
zZ}^{Q9uS+sLGA!$vbTq@CIa}6Z8$Vix?9HyWrq#2dAO@-xV@g%S~rjysr1xWA_lIi
z7!a78oPz9pIO9r-s&j4^-@2Yz06X}(y{){s8dka*LZDGuV@sXrGS|cKR)YCC3iew3
zL#@GZ9D(UXbQ}imcqO{=#BD$=#?K|y7^8z550)$}b|vtW0WDcrT9{W{h@pHQQM02>
z55fx(*;bUFpP!WlWzWdLI$L2*0e~|2&WQRQHvq)TkjxGu4U|0%%AS4;*ct@JK<h!F
z!vVDpN}8RXn{n-S+U1P&D;c-1-MkK%>{k~r{OQXt|K&^6;3aVF6_g<n=GLvui(g$%
z|N2IIY5j0hUu!{4*2P;8dd$`{Z{EIf`R0`iSHJ%J;-#-HqteIQ;)dbc#p_ouU(3kI
zM1#GpzPUIff4G%gb*reixRnpiQf+VE_3XTxxmnk4SLRieWEK|P$_0|W9#or*{HpxY
z`jXoA`fhR;15tfU#vEX<=(@1Rq{GZ<CTn(Vl;F{gvE?kTVvwin<5)T;!c>8SIpZ9e
z@iPR$0k*$)#Md+8LkwKkq`PY*Kw|laC#_?G6*gavfS5_t>>QZrbmJW5Ig*Y!iuHEM
zdF4(F)={dXGmmUIzKS>kHD91Uzs8fq^W3G>@;gFii7j}jJQn4Iko6h0K%f*%sf05c
z;f#8E3hsItmm}fxWCGrj9QWa718$^uZH672Y1iu$j!&@$I1|G&V-)TX0C!ZzG;h*x
zHynkXFHj>NCSDz5?fUR9&(2_jKMVOo27?bZwcYkG5qW#OjV-YI$Vc|OlU7r3P3P7s
zA?_~Vn)O=$sxG8oO&E;(HruHO;cosXF>H`wN)8H5_<16J*BgqhZ(3!_b<vV#QRxN-
zR;_l+mz+yW_GN`_Np4$Oaw+5~FzouCee=iz&BX?N@M!|Bx!5<mgt+7J`BoINj?(^7
z6ftnvf8Tn&k0-;pserN{I7|o5%{|0JJB$ZTG~S7V{X8ii-FT35@XV3Re11^Q<KX(l
zV<m0?{5B#<C+vF^4c|j)9JfB%+5G0v{^8jF%~5Rk=)k}8d?WU=JoZ;<^5?~!56Yc4
zD~S*5;U8D`{-WFYb!GdPwcS5&?EXcc_*ohFr1X8%g@4rAzq15?2=0FH#*a1~W`AJ)
z@qO3pr>5`TtbIJQy-9k%!2zphKSV4Q-hpi%Y`PeD@-Gju`xbtX0IVkPcqjZ6Ir7_~
zvnUc>?F3RjMU}@A99H3of}O~Y0bAbxbT<qv?Sq5|VY@F5;BQ2wA3F^Oy*mBu_{2Ds
zHbSN{`v+Mh28)a+*wMaLMq4elt+p4yy4LD8a4Q=tntn%c|FBQ}!zz1S6BVZ(J^4DI
z;CryOR9V@6eo{N^oiNcgHd0WAcXl!`ZHKI5{$5$$l{!dwCE{bM%3JDdx;mO^q^{9{
z{z)>4-P=X1MZ-ad)80TmS9Tz7aFamz@xYpE9z<;jq<nkxU|SQdrD34Hw5z?IOzUG#
zFgW}P0hD^2IXOfbA@>q~xprs@(6UVgjh2Kow;uLjA9uK)H$KecPw=NXQ**qjIle%I
zUnO(GRfWvHp|h;$G@_;DsRi-mjCfKg<IgE)C3>mcq|iB5R)Z!zh%_;qF=jIW44Wiq
zu@<bY;W}o~C+vnD7w9yuU5_W}bjEDfu!YEVb*{s{j^#C}d{(ps=9^HY5G}0B70!)~
zu*(?tuSYzqA?I4iVepyP?W-$Bm3nPixgu6-W)+$_H0l*1u870paz@y2>2F}~#(@C$
zz`ozV?e_%ifW)e2cr(D|4fb*vlv&!4Xb5#WQ%Yw^hZ$np(EI>xZh$t6L#9mQ3{Zts
zG}|#c9~2HyiDyW_%29+VaTik2!yiJIYj$vG7W?dEvXDd;k}0!@+oDkMJ}HSGoTr{2
zye$>?5>o>d9$<8xZHV$2?d=4`7s}3raS`xdAbh*waA+Lt01pt2nyTiq!V1{qigR;O
zJww*3Dw>N6YqJp8gpwM;EQJN-Fv?dz*+G3LIC9uxOX)jgo#?=qmO`C#N=x&BpT)!+
zM)%ZXQBiR&5yM)J7o^<pu*qSbj$wUKehs$T@yeon6yI>rA(*uSDG}(T7vbIjY?^|c
z)PDt-juX@NJR<uXUG-G%8*u|bC_Ayzj%9W{f-?(c&xOAau`$ql#Iatw3N5~J;ab|2
zbQs~XZ>3%M)905je0}BX%U^%~_1B+Wy!z!;oJ)VY`1xmuV84)l`Bqy68eSdM=*?fw
zNV|CR%2$`rfro>RNR~lc{(5@uZMfdcO7ct4LO?qK{f4gQPIT9^E~WvxUX@nVoLkkJ
zS6h=_Qg|&Z0}$FTFXyG_=3cv9lUdwf)!JRzT$GlZpP5^nT?7nWM+<qNe|&gwnlTKX
zjCgExahN&F9D%YUy+tuLu4GQi2D!4{aeW&j2%kKeZ5!mehB$88go`@vpt4;wj+4rD
z^pAV{$2>!m=26}X9P%kyCkpmSB*StPQ1jn-v!fDRoQwOpvh#UL0bd187ffmR|9N;*
z8t#-D#W*(Kxg7M~7kRuT9^sakr^q%6K3_qU@G~l*P{HS6nNCc|I;wk~d~Qx=(64}A
zg7`LUsXy9Ft}HE&(>Wsp{80*r(LV%|Ja=NuZqT_`l`+%GA<|pI?t6*A+rzDwyNN@u
z*T1%IS8D?XBTzPPPWHZgc>Lk+;oH+a%yaLAJO{AQVDn{72aYR7+b*TrtJVc{t0Db*
zWNkfRG#xmccYNNvQ2A)=VKA~|wtG~1vrO$!>cYeeHj-GiTi5#GnNch3auo71w`$p^
zQwR0hAQslv^#^v#i3dw<NO=oBOGck>#h%6^2!}m!J5K$u-UX0N^UcB5tG(poMDPxP
z)gEB+tcQ?w+^#r`CuqeJ6LtXTEC{JNb{dYHrt`WUnvQz_975Ug0>6VO-o2Jbp}>=H
z6qua{v5iMN8&3}GPYyzdTl;$VQ;p}N(*LiD=>MYH`j3^}e>Lp>#kTcVXZ+uEk-w@V
zf7ZtSva<EpmEFInw|`oUe~`uAEhj%LMgA<0{B=3_gDUuGE%ZTczNcMJ?Cjrt@ZjXx
z{?7Ag{AnzP+a3%WFaf~=-G_%;?;gZI+}}nVJZ9_Yz!NQZ0C|!DDEmX0<bj-xqy0{R
zYhac;4%kq?qccz30BnVx?qUDk|6~V?@WE7IocBKAxC<T;1RMCBj7SAi3a7a=2DO#c
zQ%@qbGHE>=V6ysKNxjXzT@BqGb)A2heE-fD`iE8a+6FQ)YOg2P)b_(c2as$<c~|Om
zBa^+VsvCAVG~_!lYVTxVs*Vp4@rJ~9?7x?n5P7dDS?}y<CX>5ablhNLi>iO3uN%Zy
z2JCZ0E54Bi<_xelsPP->(26IuG?H7fx7ak$-iReQN*lN|btHJ^hx(Y)6GG{%ctI%Q
zP4F1B5lSDE)HBlGJ%TsH!3DV+vOYG{&t{OhtN}iUArMYXiMTThd@$uemz#%KPA`}1
z74qd-$uw(viYb^GotE%KN|9uBNp8{Uye1>+=$O@*w40L-3liLL0q!&br9tYt%eoKp
zj1Sk&Ete~5bNEdb*Sf)~)0?$gg=9fIJuMPUNrba14AT{At6q=hz<$Vk81d`{9a}yd
z*5&+WjNP>>i%W`m>GGUZy&zweY4wXb<$`jKH!ql+o)?Pr`1NA7BoW){um?<LtA0bX
zsGZ?US;JGfJE9Wph`C|<0?~d)E1oGCri%xMP-_#)PQ{_lVVF)M_%lLG+v)UK7~pBt
z*#QbDva=K_@fwWO(W_^$@Fv9W8x$YPPNB}=v$#W`4&nfCK##v*z5Txqlzobd+XFJc
zhoIJscD0X!{NLR^Mnvf~)8Sq0X=Qbwc~Vbp!%wZDx301Yb$WS0VPz4bORK6Yo9pYk
zD=XRx3u?<ss`GQOypAZ7{E~tqbjlIsQd3RDup(m}t~NN>F^C7XCN~FZs;JgsbcgJs
zn~qeq{9<(4u@6S9s}oD>7=WV>kAqUZ23hSu)1Xwx4861n$_^?$q#Xr2ls!Km{e#?G
z5a<3=*^96xPFQJS%p<t*=dc<qxkJkFNDyW7aI)}i+|DGn+%JCl)ffNr`GwCe+`M$-
z_RY++>({>g>`%9@-$=iicJ<;lXnOkBx3Vr~<Xpb}#b+0;UA_VNt|%x+Up*g|_$wJ%
zS2C`De);N!tLNT$6z`a}XQyZ9W#wbYjtP5FZV9=I!evf&*0g3`xY<}xRhwPbR9st!
z(P0*F*~PiHb1z-Ho|c}Ke(7d;T7GLmbxn3@=9RRZ%pAN)Wob=&OCP0w6#vlZR3U3<
zew>)6U`cI`JuYRBsmI5(Ba@56{Q3R~P3usoVaVIU^mL7S`o^5(F)NjA8Rk0ZJm)ai
zNuG3**bW-U$mF0%*RUtGY_^s?sh;2}#yGzX*$HtUgCBzscl76hqJ_9)!=1|^Dt9g)
zN5#eb9hyF^A<iUdbxS<%GM^`hl=B4&o&aPU`6M5PdBv<yH8-o8nZ^qixZDNd^s;D9
zJ2$HnEhuz4ebk8<kuavlFHg6VLHE+UY#c}m8d!GY?2%ECaO&~d!D-CzUsX9(Qs257
zH{nNa`;o^Jx7h8P)peO-Q>lqqtPi#l@9!Od_vq+{rzh{uc3_Eru^-3e_W-U}w>4^7
z3&5v}eYcerw?<=EC~&-5Sok)g2IH>9vTw1*HjEzCig{6GldHpPYy0+1Y@eNYHn(gW
zaWf|4y5KtI_!<bkSEuo4)LyMRx~AVU0exdRayrg@L@VGPvYcFw9kU5H2D>&G;oNAR
zzt~MY+lF-?^8(OookY@{(|GEFac+|^&Jn4y7TDvD98mVnV~+*uk4N<Cac~VfF7c=Q
zwj)H$1Orclk*7gmayOssTJP<J_mW30-xHDX)4b(diSvg=->-_`-!$QW)rbFeBlKrO
z2xIq;y7+rd?4u_BohI><D)EaV@n>c7Z<_6YS0sO4ihf#-eW#55q6+=%O7K56{QrH$
z_U*d;8$ad=pv^_@ZbeS^<NK%EyN?ccU)<Swjf~yX<jXzWu^^)dt##zVp;sS&vKM)<
z6}*Rl`)%KYg!^uk@XnnEA@LZsV;c_DeemgS0HXhNC-@fcbG-E^Nx<i^oQNOO<GsMs
zgAjI(_S`nRN+llWF}rEx7II$;rMH>X4b*&ncUuiA_y5U_|GllZn)?14jK4vgt07fZ
z0S@0+UfPROQPzJ>oP!)=&5dZnH&U<xM-=P?NxrkH90@Y*wN)K})wDO0K%oJfo!UD_
z?ge`sja(*SoWs5wvDHok4IX|uyh$se>Et$yXq&L`j%{cPfkSB^cQ;Z-2gYaEGs_~G
zLM)rdw44Pf4Sk@0bP#t7H16;qhd#(94voX0az?1A)~7hk838g_N2h^vS>Vn~1QG>)
zMS$BTRnAY%bD6wx>LicB$L6d~hVi$~v4L*+TG(Ysc+Fd|&bl2$@Vea!>I*)El<#}p
zdme%fyX~<@tQMca<j^A~6_a$WP9}$x3;8_WBzuNGrI0LI^y_}BErLJpw(bWI;O+<+
z?Y?!3W5s~wHHAnjofa+5Ni-M%sIdX3+fZxeVlcO7rZ_W;q9ucR4H4?@HKR$sq?0Tn
zgOxKn4}%<)A{-!3V@F_s#HZ3`2oWcA9C#U&<Wppn<m4#|1zvX%jXX=~pF*JL0GT^T
z6%4^>H!w>j&yvYAB#MwcKs4%6%hQHtV1}pAX2_J^o+neM(ab+TxW+5b55V%heY~zN
zc30;((qU5K&gyC>4!R{>EliwtVk|=IXrgwskQ!@S(HbwyFRUm8Jq8x`HZbUFYI@4b
z06uES$t3#EIT<+!J<re12l>1VlW_RuOEK(*^9?#%kb=6SuU?2#2uUZ_)Uf*o_Z{&c
zB)hVr0xN3-ZVu#^qQc6ul8Vv-9C+oS?05&_eTY_kG0|s-Z#@^?cr2~o#`-*(@YsWg
zvX_?U5<LODNh+=#4mworkagnZWZ{*0c}RsrfP32Qw3|1tUcK`5#VZ#s-neuv?HWjR
zSHJ%HtBmyYYgeyd{PI%9m5hq4vPx|BUCO=q#U%nikNvqDD9kf5uBE44xRHN7tLS?6
ztxGo{;;_C$-w_^1#K~smqd$*sKz?T7D0NK26L(g(6<*INypdf3P91V!L7&Sm0DBK^
zzqF!)%)&yv1LCRy)htfW$6q5t>VU$nuBz|upwK8|!&Dx29$B<`He;E|l#Go**=6ie
z9eYfV-8ZISmdsYQ4@Rm6x2lH|4a`v6h^u?lLS~zXc=ll)QNmNWP7>ELz*(cSwPS1@
zdtA?+Sb+_1bW%1-thArQW--baGe#D0^KdTi6WDZPrv~dpXFfH27pOSXYOYYj6KVxK
zSmot>t{gNQ4sV&mBQzZc-G0>au+q)XDv3B?p=@?$QM{m*i1ng5-Mmz*RIk|AH<A4E
zd^i4hKlsh#W3SCF<cQhB{24UmxV$Cl!Y|*w{rKeWf!i8_uo|?!4Q*(3Eow3c0BlsO
zs^^xJvr>~%lXSVB?Cre2yZ!y+gZFp0-koi|zq<>4f4l{NdGt=my$h(6V>4kjh77B2
z?8_*YtO~hJp|B~GUX?PaC5GuPrPe4}Hi)HewQ|S0{s45@sQox#J`P|=XW92ywgI@<
zG=w+Sv5W0r(fc*(@XAVTjTpi2m^TmXHk@sfDXd>{$d^276~K2VUgx8D=;>C30O*B1
z_aiXL6G^i7A=3nR&Q7Gl`Ryp)Pn;$wJDT>8b#&kfeTTBA#2rzy2Ur&KnNEG4N1nhl
zuk&Tp_H;XNm^^g*o@vb=MV6oE?Qa*Hk0q`ri|)6}o*xyyUzLF$RG|;L<oCM7cUs7L
z?0aqW2VLwZUF;WK^cQX97lr3rwf~bY@~t}ZNg4Tmb?fhI$^W+O`l#}})rCH-M84Gr
z->iBb8Jx#9=T_JsKZqwE>|w|rdl&_7H~#+4-uttCAmy<E2j=|KgV-a2O6PsF?R&HZ
z{469MhB}z!J!qkv2H~J{!zT}Z-OI!HtHb!yT>@eEWG8^YIDqWHy?KPd&4~Zl>xvjR
z)@9PUiHVVcf&SLs4x~$i@Ko8>RMGl7rSu>6sejm-y{UCDWuK$eHK1%qw0eJK1s*9?
zmDJkWzPh^J^8)}~RV7e1?a=h!mfW%DUI&0Yfr$fxrniIM+X3_|l2V5egO12lFyY(L
zbw^HX0|b4bm2l!wVU25VCU>?DfNa*?3}weX7&<Lf0Ld5l(q)lid0q}t=8QtVSu_%B
zc!0x1*KtrVGCVcG6mmv{92NwfKS^*br}*PDQzJs*=!}RhTHuK#)3W7x#nOUmP9Pm)
z@aU9@aT-rJKC2WhoA6K7xbCyA2kq-&=UUXco<QP~(~@*r6GYjLICWdn=|K66#=FmC
zg!|5{(X7fAwF?rhM5d80$`>Tk**O7+J;j?`oEI6jx`5RdbGtyZA?$eujY+Q7iB#G-
zg+{cjo|7#J=M{7F>k6gIXz<%N?VGE5wNfgQBBEt#a$%moxICxQN;Dd5*bC?Q<9s@G
zf<g>31Sq<x7?hKdmd@@69j=c{A@N~%r;r7teo$d2d;0*E;SG?4)PCVWzkt$@CJFFy
zIQ#+9G!+Fq6r7B<ynsXzfF=9e!F8&EkKsFU28d4n01frKkVKj4CGq<D`B3(rUP9S>
zdM5jNCyAasVt2sj?;h)FL;XIE{(MJj-w=0h{k`x=z&_Ddg|##6mJv<&dJu^#Dw|77
zYs-qNAZJ)%2VN!z=Qc1kfW~9HyND>*3AY=z&at$PlAMrb@Z7VB|1jsq+#KU|qPDLh
z%KYk@>YA#GN_5;S%gV66R#sGiMn7`VQ1TP+fW<n@*;6@gM5aqNrtF!Rv*QbciUVZ_
z(GEc~l@-O6__}5ITF^&)FQCq5<N!RIgR&iQZ)rI>w{lQgr{B!Ec`NrudiJ%njH|aY
zu4B(V{mNxPY;Jw|#aCZ_b^(gpTG>*QQ<?b%;d@WNnR)YC+NH0rUb=Mc+SOavE?h0V
zmD7+@o__fzVr3xrw{B$I#*GaybXf&gzPj?|zkHE)B?Gb4ydhpkc}r_ieeTsv%+S*=
z-^jRfvj7YGp!ihR<y2Op7lJ)`gj!bRloj2EXTAjU2mIwV*0vy{XP}QcL}4?ifEb9_
z%q3*Gj*QM@y?uOCGcmq0!BLIyq_lB$->|D@C|*V1u3;q`Sm73yyKB@=o^(<;p8iQs
zFW26~vGtDIDPx<A2`!@D*%Qj~31S0|HHlmp>`f5qZ_sqKeeg&$<Wt5ufNOxMVH38x
z<w>5L!&h<yO3t*3JFOyy>0r;oBS*-3>Imc<oGHcRgoMwL%}g!N&7l1*Uzk@)B|7nf
z79;otiAFBh8MK&=x$Z<lpg(<j@!%vG(}<S@%!#?l$%SdYMj?Ik?B3f)r}q-UL&P+A
zED7sI+(?+=!zQ4Z^$KJi3Xt(6v+4Cwhy8vs^x^>3I+oqG-hqq?c-np(<stUnpdAkq
zUU;{T5dh&Zr1ss^n8iC(a_f@Bwj@OrZ(fq?X2nW`G>OH&Rn5M8^Arqu_|<(@ENkC`
zJo%i5F6)lPv<2_|rZKX*65CjdZ>+`ER%7ey*pf>c46(KKphjzwN(>SSZXSZ`8+$I-
zSvdFr&blb3<nAXCA^;8nG!NmO3jk$f2bbo|XF2tlPuw`TumW*Uh&yKP(0V5^dEfWI
zldy5e?R;o=JaL<zMcsE3`{BUTHOreN;|H1d`vupFdDofPbywzmzU2D2?D=8I`$^_~
ztqlIE3jCr9;{2=*|D+B7pbdZ0hTdrcZxr@VI`5CV;CJc}iuw<l#K+~}Yfb#!+U^I{
z)=$#tud*<j0PmJv&s2`PYpzq9|BgR$Hx@nKjclK69XvcZes*&F>g*`B*bYX05`^1F
z$c5PorNFbH`^n&0!haG&Z_~XWavp_kX9?tGyUyZ{yI{{I-7w6bhOp;ue-QOQ2>anr
zIP*K<Nw^>J90qKDqh>=sE9OqJ2k5l6-VQ`Wmeu}Y^8Gts=pR<u+dG(T*hgy{Y-yu5
zwZI_{iKo>yLhhMOP3WJ)K?f=CsICHRw!N$rB>B$zdQvlZbWH;&!&@=?Mys}i)zgIo
zO~+<BcG-ZGr=<4aunpH&4>LS=*fE)HMhBjZQoW~**4F_DJZSL!-OXfrKWl1iRywDi
zpOzyP4k@eDzEMig2(=H9tejyo4}Lj1iO(LKo?=Z4$EK!7dAyOy$x#k_oW~!Z##XF|
zKfgdA=EQSTA|4xSv#9ae%t5YzH7A`~)Guo+1Sn=LXx#|g3?a)#aC0?iUI|;*V2MXe
zTg+|_Tg-lg(Wzgxs5NSdT(>A!%`eD^K_EvXo?VqMs+SiR#bU{f0Ese2wZdmKL~NFz
z*<{!2)|AVdCGp~{NX(y=O^LK(nMtLzYE=Ov5cC!#$0huB#I-FgEzb#MBB4r%qGn7o
z%@&KNWsCFj*;zTAj?p$9zI5sU8Whvi0q8g%g5KXbKG4e<9++k!*bB|}fvLW}$=-er
z1>8B3V2CnJr_Is_=LQFaq<&s+AD2u<{tF!PDD#Q2`vA&z!bB&)IT!Q+6#JB!^D_tw
zJzb23KicyB<f%Rqp9Y~vTsr}tCHez+!>(?2cQ+dsy<MEXE>3sHIKp{5+gMn8r%}07
z3aWd0TWxzoSuMuqW!M`d{zLhkU!3Zk7sKZUK`KUf9rNzolG5BtSmqka>KcKk11~Ox
zmMtxS)h#DC3yirO@SsbIfvst%udTsKd_@H?HK5&8foE4*URqpUo|>`4#E$*7azwq?
zmQ{d5TLsBR!@n5rw_G#`a8QHe#-bn_^Lij_Fs~=T@|D2c5hH-2Le%UTIk(fWga(v-
zL2i0p&W-Hs8#&<BT)muo>3Zdj?8>x!xYzPB0Ikb~a9_M|<%>Uk1#^38epz!(OKEOJ
z+LcV?$zZh&Q1_dcP}$$Qe1!;jEzHQP&n~<1)fHIc@kcIQxsG;4W>y}m`x_UoUHQ|6
zYZq=-7sI2_SC<WDL}%WOoQmACJY>zJ7u08!m!%h%<(B88w~qzhl)<n(uOd66Amdg}
z$?cNb;yR2MTWj09n)|8!BaA^l1C)ai8Io9GrDKjDsSPMOOvzV9*(>x>u!S|vL-tyF
zq?WZ)!`iJIPBae#8t-c#_cTv<S|_b7W4<QFZW|*;nb3}Mh3rZ3I9oZwRk1irFy@{2
z;bFhWfy%={cW#d#V@t;-WpLcFxl2UOJCP0#l_w5|zl`2HZ%V<RRuV_36bMrn(+VDM
z8I5{k3eR1{czs5woSRe6%_-+*m12=fDO)k<OkRsS=Jp>(A}@{)AMYdr8(KBcb<=F+
z!j#LTJKK*wy}NsNCxqn0BflMG?}IQ5?cQCd-Ko>BNEQ*9q!!C`pwh|Z0i$)x?mh8`
zA4cQP6I(C0lK`y%h5CFCpti`H<H$FM;TL<sCtKe85$Cbb0yEo|dCjerZ_1^c%S)>g
znS5$aJUO)_Kxovmb9FUrGNK-jZ>*moiqY*lbvw>H_G7#0$Ywb6f{bT@mG01K*+IbE
z#(HvnV+-QGZiua{*_2AWn^q)Um8u*%W84Zziyz<o!;s^7JoGFUd=&Cx!~Krejy1Ov
z57KJPcYGE|JkYZDut5(9p2v3LGGhh)*op4F`PgkZ@oqeHyC2yt54`%j@jyKE#9;Zb
zwDwA7dL;9|5jmdEJ6=lNZ<gF26z)$-*SE{I4+|SF6^>6!whuDfN15xpCGU^Rz8{u-
z-ztM2b&>B>Fw953*T#O-#edSoeo%(LRivKL#D3H!e%2&^)t;ZNKWh@dsNz2>qCd*R
z-)lpkOu;wi;0ssiNj&lJ<lz3(lT&a8-W)|=?f4%?fXxp+PJ&lM@aT>ruH(4pIN>{r
zdk-S^!>H{jYCVpck0P5#A@gCta_Dm$`H;Hng|b86@8b>%rn{)~ZVaqi^R64oysKW#
zvXVOvYcIL}e=7U$b>o4SZD}2BZKJic4d67l0xLIET}x@}7;9`K)l_5D-VRw$dFGJ_
z1BvghtLrDSU_h{Gq9KPJzvmIVh9a&L8*nXTxaDiH+m5ssA|b8|`Ej_0vbQ!-L8|HR
z9qH)+K5nR|V+f(`q%QgpX^cBMBNoa*o*e8S>u4kaXG-d%lR&m<BHVZV9jyM2F>22Q
zi^7>4;_-+WDGry#<&8}VII}aHd4#wvOo>H;c_BwQIm#VpawbOjoQYZf_^fbTD4$z2
zYxO>}DdI2#O%t{nd`7)z1IG9b1hPkLrm)rIH?BJgw7Wttk*McHQlwm<sF<C>Tu?6)
z+g7yp4ItX}TDeAzbr`wYqFZ;bnOv&|%=L6)nS5@33FAYt7;}8HMhiE7U=#cD_B)Bl
zgWcp&#P8lTFE6f4^Cj%DnTZj6lhf0aAl%Bda;0)fG0C1E8sw4s$4I1cDuqj<3ZURP
zAj|*?hb*>1?5tsj9Zhw3;K@9A-O*!*rZd2zp+csoiF<%PE^=O=>;r_R6R!B*G@UHK
zlaOh!;-S}=%Ma0Thk%{{bRYKs*p<VaeU402?x^C?$)6^X(D28!eY&rY-_<?YiROIQ
zWJfE;?h}}~ceUYXJxcCp4^nwh_MUDS>be?`M@p=lquK`59kPotdQoM05j^dU0J4BK
zLnO78fd*e&UtZT(f$&x=zymJ>^@6O!&kjf(dhxg^sH()0do7f`wx$Y(JfddDE;^e1
zFz8|SPO#-rx?(@A7<ib{s-jYY5|43w0owHh=mvSH$ZIJ&cg4dV4_7=E-_Xd;##bpU
z%)vbdNH{RzgEd<KXIpl978vojE~P=LZ{NIi<x=*gYvs4HD>DmAh)TH_-TDh(UHanl
z3m3n<jCOj~t!%Ub%JM1^Hwh*l{BoHWZsc9g$h&qs6A3fdGP15_<XpUU?aM1b%76L!
zg^XLb%Ze+|SI@qgRgqhob2%gPN@iPa2f4ZL)@N4>ujSsla5L@Vt-8YMf%@+L;-=aw
z1(i38O0&z#3aUWOuPUi4EUdhdnRoG8dftt^_L}x?WMvdoH`jE~`bUN-#Mb8+T|73n
z$Q+T-2|&T(*o1P7qaI<a8Dk3isG@n;UOODAVWDi_u4BZS=>9gAr+LIvJL0V!bJnne
zRYQCA!||T6H6}+q!Iq6rC`Q@x5%yv#(G|A}DIeW`I_O}GM+Y8k`Eg?TeK95La+K|a
zxN~uq##4&V;X~XZ>uP~ejSG%Iffv9~2Y)N!tV=07GUH~1IPgg+M6*iif?6(vkp%!o
zQ_>eWi6`!EB_Hl?9R$5z(^}kPe|Wg_?dvB$zkl)Z**z>?orQ@}^$QGVw<C8${<zs<
zSFad}%@>V9f%;ChCR?^B05@AtY+Cjm;KsYbLwmFnesT~ca>ov1Z;yer-Nt!?LHus)
zNiv9H{LpJl*bG5~-mX^ZMUq9%v;>0$!HixkwJH>Dl@hJ>@R}a_j;*&l9w!RtJ8q=6
zcuql*LBLrEe0cjEWY)NCr!MQE4SRfRp$)xNsn9P-H6q!XObJUs*l60Z!4zkH5cE9`
z2Ofj38}gw_z2kSFLO;d6n9qtgIYUyFk2q&|(rrD4repZ-giqdhfIxY-58{3nu<Qgw
zcIUn2wU<+>M||yFvEzft`c~rlDEEIa_kX8=cKbfbJ?|yfmy3=MV(Z&E^Ba-vy~Oq1
zqW62$@^a5Rh3}m*^qo5LgC_bDjw<qlBJ`ai2yy>T8U9`q`&pOxvo`)`P5f6)4Cfbh
z^k*DZ^k-%0&k9)eJin-%->x{{nA|TM-X|XKeZTi4>f1VtSso<q50mx>5$pYc<)P2|
z)Ng+ta6b1r?+5VXbKUXb=i)dCAh^eW5(pjnqldouUVtzx9fn+|QO{Z2OW5rF_C2Rz
z%c4JUncyMZwr#j|@|8Kk@08Mi*r)zsYxb^gR$IqVb2GWF4sjlBaK)qRURKhPlhsgM
z)L2&9R9VqlSKAF74JfkMXa9{s*GNtUy-~5P*3~|OnjNa$f*KziaMfL?)|(04r!*5c
z0OXFg!QO5bsducu7nC_PcoF}~=<gY&QYMFK1l=8cX&!rikUZLo9lFX6u*&;j*lVWM
zm3KE(_EHelia3~d2Awp)9^&(v(^I2D^w{TkQrr(nrseZoFlvMo^vN;$IGc%Dp3fPb
znjD$tjqpX2e9gSXzOoXsZYEr|B>1s5lh3f~S=9$jrhw7tSzov7bSAlc1^H_;;IIp1
z_ysgKt(J&Z79}R&p&-*1t7CmrD^ts6mw?QY&n{^e6xw+O@~5O+xbBgMF(Vf(tS!sz
zD@vbfE$RUM#u~C)qb{e<ytyuyi+JKOx|BIMGr|xEIMd=eky^gIs#R$fi!*}h-k$NE
z?ol+oJCU<SbU#M%x76RqCiSIS;ysh-jU$>3P5AEKNt~X3PTv4J^E^@yr>~pc(>2kJ
zyteL%-X3((+1+?dy%>L_2QN+?h<-m_PbRwhRH$~JptqYtoL*i(2_5?>)a*DI(D(KU
zdU|-hy#icx_wYJ8C)?U4T3W~2Tkul`yN2D}F@~RbPbUlO51nm;P4y(?x&TN64_aPs
zF2>;i%~jQwl~<xV&If`93+YWw)j0J~bL6dqJkwNNhy2#M3V7j=>zWOdS=x;(6s4I&
zg^X=;@Yc^|olth5>@aBupQf;+Fdr$b=U_R^)(cB2ib^UAODYRW%812w0B8s>4#CDD
zWc~a=)*<vMxrgEt`*CpYRaGL}y|khft%aN%jLFk)WI>g0U(e3XxQQUwuP<d^zL|41
z1J7lqVK+WIwL+I)fe}GP9aiV_Zx>b<*R|Dm)|A&am(`OhTgl}u%{dj&_bZ=Wy7bQ%
zF8tFMpZ(M4fBL7-zWk>z(l6X7&n(2kd-08&#=@$C>sf`F1*DFCN?YIMfBrJ<i|b`M
z<pr6=t(C2v<*ij2C0Um<ZeC8y%*chQurQ;bEUlpWb_q^#T7K@eoT9YCrm_a`X)E%o
znkzf{+J=$A1ibLbh?L31cH{yB)9`W7<d#?yi_CEub9|`<HT!U+nwdoUTNN`@2Mis<
zRmb#I&_g8*f8kKHfVx*oOSZ7AgOlnpwqjyj4r2W11mTwheGZr!V&HxbqXRuY1(iL2
z{@f@3UrX)~eeArSSMdmgBa|Hs<kZ16jsU5z0<5|(@<F8&$fu`ZmB&#{2~-G*MIh|l
zEF@m8kgBa4R@;WzWwh*tqmK`do*o@OKRtPRdi?Nc?+MnZPY++89KPJ&eV&ZIOn3<b
zOgwzz^27{guWrMoS$AqStg5w@1?h%#(W+3owb*o92^v--mW?=8$gv(C^*;ijbuS4Q
z{fE0qOF4c|80mMvIo^78gqd#;i`WT^(WBF@&r6m$g2hR`LNK$oAl_V(t}V=M$|RO$
znNO?6EFihLxwUEDx7&}s<}(1|Qs7zSw?0q$pCQ5(ktqJnQ@<0-^_FF{_ZO7Y^O{+y
zQ6_f*R&Oxu*=)xyRO{$Gd(Qj_i*cTM;nH`W`CX{fPhFNfZtER1<WsVKWH%k!jE8pP
zp53(LupB$Q_q_fizsKtc>CLAy!%N}ni>cM8QtS7k%@1PxC#myWvE%)M<BiPob~*5V
z(f<xYFLiws+27AOJ}kJum3hCDx<5+ouO*fjQr8=q_x+;p!;<ggvj5Y6$vRYC8~s@q
z`&AqLMH3-<_&B)0hj>zx_;0H1|4W(tKNa!+RT=qj%J5$_!C!R2A6G)(8$<8I=*Pz%
z?!@jKM0ZXjVX%2$L~U>5oA2U=S5e<n;Q0KG`{+vm-4pU*NO2Mbm@ae>_v|N}`!VNH
z93XCxY5k``4=f6&F2|9}bmTRj_|1E6%uqCcn0)`v7y5@)_VUWE;?kDV@|K*u%DjBc
zG|_c$!w!2vUQ<DST}g2xs`ZwZfvzrkPd5uBx|Zg_#)g50I&89&nlV6c!rB_6jR4mS
z)YtaZRJB)@wN{pPAjb_OcmUyBkn!C<h+NmcP8hKmZSAb4=HXU&=240Fjg$Mw$$0D=
zhu62IzNe+Gr>%j6z*ellH&^#JAV{>fud9XD-8x9=VU5tZT-MCg7@{KP_+V6y%<{)X
ze1K#bQ)9GA*1*W<@EB)=!yDtXncNZD1dla|HQJ43nR8Ve*j$g=HseTpv6=nG4HvrZ
z8XYQb^x3rY3yPVUWzepLLbYgaMJhJ0$er-#nAbygOW5IX8!d=XpJC4mMuiJp(c-jt
zc}6N1isjQH#f(TNm2GM@F2hF9vL3dr#+=4&KOFLIrvX81%i<|~pX`xAn4Lrn+LT~&
zR=vEuY0%p?H`cUT(exah2E!qn+|NV%o!rkQ^>GHsJlNp|X;UcPiA6TVreo%gL+q+g
zk*HH-?642b^z{<5PU=HTd<yZb1VxrM1K}p8hVs~V!$FaLe$Zwg1ZfsHyTQ3(nCh|n
z)+fNBkWkvA#-9asmNp37jd*|x3q981=cw3;ql(V8zN?Gd)i&PSHQCoa+1okZ)y6_z
z57rf18c6jpV3gLP;||~|*0gV9c%63}k!A(hH7m&~Db0ci0Yn3YY)wrmQMT7s)TB~N
zYpTm@(Hk$qE_`NT?(L$y>|)~NVu!92<M?8t056AMt{ibG0L&1^dD!2uvktR8=JkNf
z6_*zfvR+wGT226IOM#t7`A@j!eyh_{fSQ8yK0J}(UR8!iB6kM1{8C~g9$z#+J2M|v
zzx=G+f~>rfyqmYKU%l}4jV~@;{ru9!FD_rYc<suS>x8GRs=l$IwXUWSn|9e)K)YR(
zlTnbH1F0_WDrx8`sH?qMkom>+OP^gNX6_fR+`O4V+z;H$D!P`{c)N6<s=Yp=xa3-P
z+UHmD)3bY;I|tf&3vcG+06Tvhe*p!#xALpAE89z(Y6>c^e0A;1FD_w5pLr=g|6)c}
zT47^eRYQJNO>V`l&#yuHOEQZpax0rE+sT~_L?lzXCs`~BgMkeQ5kSG1jI+k2%yBVu
zTr$Fzb<*v1!=Xxgq>K?NV|c6Su3EaQdN@!v94{PB<_zxK9@x*JZdK8}{iDW_2_1U^
z;w~K<mq63cbsUdlM8GSd?}R;`jW~GXQ~#r~pA&3Q&O^$HA{~}F?$Si6SC0>;W;8RR
z6(aI=Y8mX=l&mYE>BJFeaK;fN$6XZ7>qPTv;nbpdPPsU*T*CeHGTLS4q&Kh^itdM_
zdx6klD0~-f-{jW)SOQCG@SZ)5c%Mas_dMPmqa~y>cr{RDvsZ7msP%TO-m|(Ez|A=*
zRjXRNUS(ZVV|6ZMGA7NIJ*V?D;C~R0KHW*a+y_{G=bPi5_h+c$<IgdRhoE>}(e(|p
zWN~F?VTF+6C9{0dAQKy83+rOhhInC9wrE+x5*$|H^uhI&q<I}ZdBn%S`c7bQwgRt^
z8nca5xcJ?WH)=GRmlT@mg(dE+VtQd?Ne%aGWW$g!nUGtzV>R#D;H$T#=yslaLC;<2
zJ5jdV&LHvU%8qV4(U8Z$9qaIx6T9u6$Gzip8`s?O)$K*oW0~cpc=Ner^Yy&(rP%yh
zYJ0n2dkZ(6#Pvby{WR}}aDSAzKg_#6%)38A*~Ol3A@oxFTe0QEg8kLJ{hN8mH)7{&
zsps92|05yp#KGkK2TkZF;sk%h(T0A~g@0a&{GyNks*e4#l=xY({i|yCZ)%*KzbLnU
zQ6_&TPVCRBz<=n1|F#zT*%*3j4L$UPk3!L8EE-HkK&7*vg~0wb9{bl%{A;Iy)jPq}
zyTP@yz$z;JvxMUwz(EMWjpGpfdHe;Q`do(|WcY3z`3y+J+p_9@M{xhJPyNFxdrko;
z-hB-%l=7<f;?l;l^5(qU>fD^#!h)uvqQ>&_w)(nWINz|(j)EPU4%AF-bw8@|dN}Ba
z6jz{SsSULhq`KEsb;2E8Ro-5WS{q3s4gD<*eeEsep3b4(PGH`LS{i9Bt&E07tj<vy
z2n-!Tmj!he6+O9c6wtYWUIwKbtJ93`7J6SBlhQq!>d8|`-9U3pjM4>cmT;UdU{Kh!
z9u~EWLF-`-_m7TH*=#zOH^SqOae1R09Kjf0$VMN2!Kz($uW9|*bJ^SonvKX=1BMRW
zb)y_bHyZB?${CSdI0I$Z%+IecEm@$^>uVvPX57}e#}UT-&akOpQqOTf#Ny4e=di$z
z`MX9US&_-s<x6I*%41p$+D#GXX55X4Rp|R#z-sVp8rLv6oLQLROmjxKY~~aQ@Z7O!
z*@DEluD6)h*K{kAx#cm&EJ4!i<D)%3G&l=V91gnfOa{QPbLhsCX)`3Mu#Ym;PXUW&
zig2?J&I}CB!sy-$lUvW^09gP{rw@zh2w{hjegF<SETj{S_y5m9V?U+!Fy2#1)0BPz
zxtCAs<^Lw`WX#r6EAWtY@=SmKG!8DXJ%=s1o?bpG_s-U_o(^CN*iiOvbZOccy+9JR
z5BIbV^>u+x0KP#@ZcctGLhTBg+F3cb3QMv}%Lp%6EylxjrB&51&H)5h1Z!9coNoZW
z6lRwcWR(@>RFxK1!*W+zR9RA3Swetl@)7n5(-^_JAuM);$quO60zluvn9IqBrh*)c
z5cbOa(y9Vb+lWPYA{_=<?f-cQe;skopCMd!DD%(n53pI6mz|dlhu`gd0ByjH&$$iz
zKE9#!EI8tBq+hw22Jk!Bu(vXArDZfUw16IuWOx|&vNM67y`6a@`zl)Q2z9-gS$I9W
z4At}%WV^y`hY<DLD>u_Kk>P@%_}tRUw1VcWvZ0!;x{Tri1iXKBt-7$B+}_<;)0A^H
zJ?+x1tLX6GF1UFqqb9eS*Fm3cpq9gA_s?H|c!K~Mti#_*&$^M5n~`7GR8m)xQF#4}
zE7{j>*A^p{XNX1Rk~>G4RN?4|gvpqv(?x*)Ge>}=TVNt%eS85H_g<EzY1msi>@OMi
z77w|~hn&^J?kak?oUv8N*v}c>&m7#nO-&XLhT9pA;qkQzHpWA;i3#cdsO-2V*4t6b
zrw$?RgtDVE4=NpC@~TOKO{Zid+7&)|9)e@ene$Rq_bB9fQ|hT1oq#CY6;lv;)alb|
zoN1wETBsEYb$9_^sF|H#nHA}{T-n6<JdAdddCkJCQYOL%E7%l9@1`SS_a$9{9d~fo
z6WnzNc3qxB$L9T@=Sett*X7+_H~W-p4*8l>WpwMTo9Z>IcFntPh+51EkmYPfuSxGT
ztT>IUc8%7d(ztaifwlG6rfJ6srV11!2%g(>q@(VG10Q}3PV83vj@uj1=r<*DgIKY-
ztg`D=F1^OJqO__OH>C6Wxw%!5*dSislqyZgn^UL*`qj9>v~95*IPBPcdm6+0Y`r_)
zd9f3}<M%~2Oh&0f!Jl8^BPT*-Up0peCMbT?XowotVV>WyA_xWryXVa3x*s42^N4W0
z?}x<OPvNEmr_O_PSI1qC?aX1i?=(K}*kUHTR&HKc_J~)urRygP`s4Z4qdEPNWb=XC
z@k;J`zwG{Y$^C=a@q^IxUSxYY?|3bCe}JZoJ>N+@-^$#dmRui}UGHS>_Yxe}I~=L|
zz0CVz(fbjPQqTKkFK9O3tNcG`f)MwgwIQ5ebm3ogAvp11w0oh9ywM~+X_DWn6W=Oh
z-zj3>E8;&W5<klmf0rlzO%eZ_D)y^7`lB}Toi6-QA9}YId>xH#C*z6jcw{%~-w%Q5
zVS>0n2<ab3_4j>-Ct>@mE&nTI;BE!rcqF)X+rbl9@4Tjc&-#(ic;Z7yoZ%0X@89`C
z|FFv5MVjm)PxjHc6gsb|otm9rQ(V$ifsOU@PLOI)us78ABa<C?8G<`kL#nUEH8rK<
z-2lZC$!?XTn#$hl%5EroZ4H*-`r485**e(QIYjOm8t9`_`&p!JEKCix)YF<8Y53zr
zT5CPw!9%0IubV|BPtXTBV+<TVYY?$zT=W<RfsG~ehRE!JUgpri7;~62!r(K9xm5C4
zFWh&{WK!F}VE51{ZGt;0n4ZJ}{EUbXUJYM7HLaLO8Vj*$?kAjb8<2H0)$OZ#Gumqk
z1geTLLtmbmk<Y+3FVafHYs=7RjdOj?w`mGmiMl@Ou=y?KO`Tq`AQQ3$6T_qY5sqSh
zNhe)cUzV6O%huKZhrRcDZu~m4MemFywbY5t(9AjK8~_rDM9w+q_(RTM03*OmFm_P4
zf^Av0EX#I{ZG{d}OB#onIcLs4b=L;lbMBKKReHEpyHFqqg0!Zl*Z$VGLbSM+I^J2i
z*hlN@+QC{H|85|cekB%+`@KP@%V%>09H^P|TeS|o!faGq9VUAs63(w=6OpLZ=z`{d
ziD6;UENmv!?`AH?%wa+0ZsaXlQ0BttTG=cEgJWVYniw1-gKc223@pN&lPnr+z{~P=
z9huM<O++>izMY{fYv~QxxkK}I&A_uc2JrAKl(>->bu7GRUe8`AABKU=FaY1#Oe2eF
zU^4U!hK?-O>1rBHjrID%f)0m9SI^8SXfq(;)lkr3)y|lcqvjRS@mz*nfNX(9SRI8Z
zY9H<!C2c9Sb+t8>jZODEh~2CeL34oh(b3)knBIHZJ4v%k8+imz-qrwQN7Bs*a_5lG
z-iNx=b`-K9g$Bsp)rmNFOzs_Upo4`k``laGK>0Vod*0B7!MvxrtG~4ePI5@|dtrq`
zohy;ap{pHej-VTO*g?f($&PCPy4qo=E2r7OM2~zL1ki$qzmGIJM9ntW)<RSd%{`p$
z2(4)c>j3>-GmLb-?HyPsO!wjf(T;UMPjh2OEtc(-4OJEOl}*i6Xl=h&-(J;(=y=%d
zAeL)r>#VGUd9J?sesf1{D|mQ-`$&CP>#bT0=`EEF^syNcYiYb^u<{1Us=Z&=gr!2`
z{g%O&e%&<BJ0Y07)6(=#We<tkZG$lHt=o706&*FzRb6%M$e?SfX==USGSD%|nHR`~
z1{5c$WXKKn%1{J=3n6B9xksvS<H%9)s`Yaf%X5;=Vc|}<V7E)K*C*H=6z&7r2V_@0
z(x>g>C(Yu^M!|Up|8hcj#8s?-kk{(`C~UnR&tKE;|8&4%`3`W$2v1tw(fCHz?vek2
zbznUPc^v!{RP;dq*Q0$omKNrBqbX_v%3I>)Ly(<B(%BO>N7`hKgTu#O9v1+W%40T$
zJwQ%ttQ<cZ3VEZcU?v}5+e)r)r}Bl&#$mpAzP0yY6MFUij}DIB-`+b<=L=M7&6`;9
zr&oi^NnbKcCAN~;(~b2f(6JvEAMJ0E2B_lZK^986R56h(CV=nY>eHwBWrSKhE^fVl
zwDS?f>Sz0ZygL22tBa5K4^Gp|>%K_F6<iC(j#ie5m1bw{Y$IDthF3Aad%SDD;HoE-
zary!An^de2PGW>VN<t@(`5J^gqV3KRT=VPG(v$7tZakB61cD|{+zlV@+UfengYC_$
zt@Vrbm5VhX`|5|g(97+7SU?_K@wcUYfcwXAzC#{g+`xH_?7N#EZ7qMYoBen{e}aS_
z|E9~o?TQ?DVyCX~nJ0Pbh@QC9kEqp;g6qEvZvHv6^(?UQ(z*Pld;RzR!k<G2FG5GJ
zsKamkdoKffFM|8e!~4&ugJ%Jvp9h+M<==zA{`C_dp6`A|?L80ezl<Dx6FdGke)4VX
z<lE@+D|{I}e4aS^B6<8(>f}WNoBG4&k;9kKqi^EC{quiMUA}@O4{Q3w#rMg}za}pK
z9zVzVNBr#X*`q(K9sh3g_!Ed6ceXBeR*Sni(z|z_&pcYmeXzOl5pFp9g%5VOK0GSG
z9sirhC%?Qpe0sR?a3_cJcxU-ZVf6<9_ecBIPZrtvs=(O1Vw$ZIs9iHGDP%tVBg}cG
zYG`B;#^livM9Z>AM^Ma)ym!td(&SL?IVA?Nm;LMz$f4hjHQ3J>9$<`(EKH0uXwy6n
zU5<bAMN0~~NF@_05f96v2~oxhA2c-c;O%Fpco5N{(w)avig{YO$cV;OwM?fJ>*WHY
zc*zJc{32b=ra>OBkP0+1u~sfI$RtLgP`k*6U=Lw;JOxi?QRv(zr`PWD+T4DdgK|1z
zeornE+DNC0E30Ttg&(a5`ARCW5{+eoVTfkov<W!v0f!|SaHl9wE*!`wqlM+n{`%@6
z0;}_D;MI%i+)gT&2}ZpZr$Me$2^AW#++(t=#S`0^=-x`=a3gcHy?j(yE$wZb?QWqE
zc0C4VT`=nRd#rYg7Sw^(uD3>f(Wo!(FrZu3U{aghNTQA;QqdG(oxiA=pHb4Mb&NR^
z{AIv&;5!!ItOXGAu&7({$XYNm0p;abIat!jPMl?2guD%R08HE**x5{YBsdNQJ4R`m
z3XyRf5atV7Y}>JCC%bjL4eue!c^$b7Fp#%zSYjHvEHj38Tqod&$K;L=WHF$GSK|lq
zNTVxp@Pw@C85;ULJ{%i%&BB}t@ihxGGS-ZgGbiQJrGj}ms$tkP5fe^EbhVGnj`j}s
zw2?+NY{Ywd+5qSyBfTRd2#kg9t*yJat*5`EZxGe1NS%dVu452yfU<5F)^%v>NwOSC
zgYO^?^lRF@v!j(5-CLV+5J%tA*a-A}jqC$0J%g=%1Bj+?gUKDgj{J)M3+S(PbkNSV
zwUx7Lt^;O~jDr+9fGSAy>Z-=7>Xz#JsBOnJ0)IFfV?hQW8xI6OT4+!O-_tvYBG;xy
zYyo<Zms3~MREgBty0&|D4G6G-G_JEA8-UKn#<n_G*c)51x^Jv%XsK>$yWiYi+uB;w
zj4=7TZ{Ef$tu;;a<Is<C$GeAWZdYRG08XJ3{{xyk`kK2JdMCJpvxB(QG<BjvuBWBD
z=2q1^|9a!?H*VazaqHgO6}ZBn%asJ-cl6U|IT9g>dQcE#_sD_iQdc=lo;1ZsiJA`N
zc}T2EFy+}X(MB(SuSak^AUGZp9)gV@l$8d=k9x%qI;6)fl9P7+qhbCzOSUS}1eH2q
zcX>Pq{SJuNyf(H&9#3GM(DHZ@z>PrK*Wg~pbd2huYsAOSU55l4bi*0RI1j7`%4>Ca
z1(|h8lLaSkf<?{(qCSGmCz~T_FhwA_*Bf!&P8x9sFhs28xY-mV;j~udN>W}&B<f8j
zys5Z1k@Tl>(dEqy5+^oG>pNE)#fz2g!^FylKbdw#W6oH_6%W{Bh<waZ@xzssCkJR5
z+y8k9{;A^Aquqyvt;@~zvpoFlInv*nPVQ%t2bmO}m-5S(TWjy`V8LDZcz^GMt?iRk
zcGVY(SiKof=y(~?lso8$dhY<j`{ko-Y%d-yM562dP(Bb|^M&%h@VY;OWZJDjq!><=
zQY#PhTTgelKRDR^@L>PRcHua^vf_<IEWU`HO8HaAYpaiT;ZNUrx{ubmji*Hj<B1X;
zlsjhg>zSR%=HYsSe6CEzV{-p+JOAO<@^6l^Ki^;5P47mj15aq*9o_YW4?NUKAb#Wu
z?zuw8p6I1J_O3Vib1L^qXyuPo?hnEI@1up!6J+}SHhlOk<nh!#<nb?qd(V8kUt;I(
z-z($$-ZMP$6S#j)9YSdL+`so6a=YN+*P)|t!pE=hi09P7%kaTB$)oR*hu_BcUqyDm
z2^C)AM0Q`r557+xeV^EW7Tf(Yy7v{#bm_Bi(ig9i7f{;cyo#3oJ#qTibm_ay!L#J%
zXYt(o@#IB1dAyuC+DvTiB=Xyd)lIN2(d14N|CLamjc&~X$~zt)H8h_+MUBpC`bUHB
zANWN-S!CyG!jnrzhQuK@P;800Z=Br+huXYi7=!sJ2L`umWFH+tBrNJ+Bs0_E@lhV4
zW&65k272kh^r3z>W_Dox<T!g~ngc)k(!3HXcZEo+QzFz|wZst6COI>s@Vg1%d@q~d
zMI44iz){KtdX2=amsxZ&i(CYhhs{mRg&1sBL7$KypO(vz%7t2m)S#4`lnS#{W)uk3
ze5}+ZO1IIH^!t)jIO4~l;sJj)8r;ani;%vr<#tzdTbTqV=uC);dcBmxO*y@ITOu4v
zMnl;|csHLct|p4Bsr_~E=W9os>w9Ymj!R~Pp_D6x)C-r+u9Ik0B9%d@^IC1WNbqoD
z1r;-o4tK5&c20`x#r5T_<?LoAyBdxqoL-mFu2YdjT(wkdR9oB@Z_F1DyTVqrRVUSB
za(7#Nlrw5K21Hz}t)+8QI12hK#0EMT)ydEe>}D9*3;;Lw;7FlyASAXNQ)6Gks7}ap
zBj8xDXyvmB*$%}!hH)S-M07aJd33mFP~$RBQ_&Im&d>tTA&iGe9@;q;z#Ul6)bm(o
zKF2CtvI)6%0lf2|;&EGG6UKna(y%!?76&>#)jUIqFF8y4MJ}Xw<Zr{RgFz?qc;>8}
z4P>7YFV2XTz{yXEn3F>GlwfH_z@6o>CK)rslOu4T_jO~bjnH_MwUGw)A!z2?`-eIa
z8jsG`shJ_1k+Gh>fexg^qfVxmplDl1dBn!F4v`yv7IrqEJRIn4tpIm|?_|B*2D$t7
zz~0(B)YgY>H(F79Ae|=@`t^Z!?zKW5!uvKD+sVLweXyp7@g03{nAuSZ(_DSOt*Wl6
z7SncjTRZCB+Pj+C+v{MALzg@H+}j(Q+Un|?YibZ{gE*a@`r4LzcWXOZdu#4Dpsf`%
zdq+L|b{%z~&EbN-d%x+<edN{jHFkA0z^&GZG`YJK)i_w4H`g@LM(236#fhF#jNYh!
zMd5q{D2mp$zLt*Rb~LyTcJ~h8-qSxY+}GaQ215SE-KsZk-FxE}V)0t*TS06zH@1$B
zObUfcmC7cSTBTBlO6~%_D`alc*sk!SNJuIT$YepK3b8Z6C1q?%yf!E}7!Y0#lXEg8
z+#8ha4GYf(MWtRvu|sjxA$&5(yP`{1`Raf~<B_Re=gwWz@5I=yB=&Z|Iu1m7C<i1U
zPQV>=Ixzhj)`8%d*`b8TsvS5U15uB;9xuX|r_sfAhLpjS0=OHIS!YHz9c8oz%y!CR
z15uCI`H;a7wt|+orce&6RYOY;-ae`~2P_uKX^RA$@sKkSbjAbDSiltx`4XA%@^U!0
z9$wy#<hH}vwLmKAjs@&tmnG=6CViGr+!fkMBvH}$i{k<+-G5F3+;%@WD!zA!SgIYM
z>eY7sY#n0w<%4VnwKBWuG!EkF5Ib{;=9ld9Q6jVA4^w7W$n3(R{5Xd`@eCs1esQve
zweRE2)zfUI7>VFwP>4r2L&41;CimcGAh_Y9wgRC-D7u@9A7(RP-7i-1N6F>9FBY@-
z0tPo__HQL)mxVQwlzVab5rXNCiMsw{@CGD99_=v2Ums&;Cw=aa(vb~2x?>PHzl}DT
zjgQY!S(Qh(c`yV7KXoMz+>s+Mbshkw2Mz<F5*0r422WkosV{OFOgs+69#NU!MArTg
z+x{Y2d=c9H8X-2pgKvWSFZ{)?+}oc+Zs*$trW1-D(t51m1N$$4;DLjezWx7u{0Cp-
zOE1pe3m@(V2j5W#uc*DR17HBa{FCV(llu#t09oRH;oJEFuf$7V$4|eBoxY5oy@;KE
z9lQER91S&B|0{_R{`kAd-m`Gw-y%Do#fqQC*B*zGhk@``Ft`?@mPzP`!@umIkR5ak
z@8NO|=O~-rOU8ZxaDTLK{bZ5d=*#<(2chh-Be-tyW_7mc&=j|^b9#7+KY;?cF*dqf
zA*cg?jvANgN#V#4r@M2myA!#xvoN(0Oh<Doidn}HL9?_l#{=;$<Y=XQ9R%t|4UE_-
z7UV+XY^0VURbIr^Vhk^v+Jt--L~%Nu)NGVl4Kk}zsuS^G-&QiQ#+{b4X(|C5g_UNN
z#Hdl2b!wYlgOn}1Qf}5LjCQQ${JxD;1nX>g$8zz+MlQXxmMN^Iw{wa0R1B8$H02As
z?3CT+F<WthE)P=Kw^vsVb~a1<+YgWP=X)y%t~uDq?X4|u=d!Euc--fsY<8c{?o?R~
z5}ih*F{{mCPhdTTT$<Gf2is4M_a7hapBA<@Gnqtyq8y%p&4cJ#hte$Psc>CEga|@%
zoMyk@0o}ges<z=njB+zH{0>9FsB~l3fO7e{DKT_t$aX^;4iaft3>-30!#2*K13*n2
zhK<W{au6|xJXj8ab$p9S*K!v0Jcbbm{P_Z5&Q-KI1*+{4BZC5$g;^ziN<K3wnS!iw
zR#wJ$4L0%&4E6JB@+D2pp`#;DzsN9Ra_0cA8H6iffOwzR&=DTUQsK-q6!dx70z<)O
zt2v7r^2oxK1Fm)rYhDeP{US}dG$&h{m2hXJ+&R?}3izhPivag2E_;$iADf#VnHWc3
z`Y<qkXmVl%2Z{0h7}7^N$ENzGXhYMqA(X!L_9G6qp%pD}UCo_vt920|#ep|{fZPhu
zzz$@`%uYOU*MW6}6DQ?v?Y)B?eZw97ICuibI#%lCt@`V2ewmF2=YQ>YL!3PFW-+<L
zUI$nQ9S<Eo>R?(M8d_`XTS1^#)iyUHEeCBeP0dJ_Lt*Q^T2!{RwRW_&bRuo08sm9=
zYj;N<_WzAFE&ZKCSRFLgG&fXW^$s0iC!%VRT~qzWo%%QLG`?NgUDw`F)o|m+?OPT2
zNd(AsBekZzv4czJ^5|T6*c&SwYO3o=x;*}vw$|>J)}gkp3G~(DzY*mAZJm9c_|MbR
zQP)z744gan?%k`xO#?2xJ2&sKnY>^y<#a_w60=m{P|BT3Ihov5Kz3z7j`BV!TKs|l
znm}d0a%DuR_3%|ensjAUbT}+}Fe-j9Dm)$*6oy6Hqx{1$;lZF{t4F!tC4RS$_h?$O
z$x#M{YL7&PfEvWq0L|fgyFO)P$IK4xJ!$@hW*!qd06lVjRN4s6_3-{bBmDIg4_L<y
zL9LCUYerANJ&8bCsO+=`zYb;;v)^nDJDe$(D{V2ykW6c{CXq{zepss|>2RgZcJ#<Z
z9SF3s#eMdKAF5SX!h<cmGv=`&=qVJkh7b~!^CYs~WXy#ZLsnzJV@-L@;fOt$4@FN`
zbBJ;K<-zucL~6eC{^8DhI7fx|j{)(haeSRcdA^Z9$mMVo*p5VZf}vtCd>BjY#nUTP
zG-&m>HRhn!l5@lUMm^eI`PFIRW3-$c?Lf?SzLL4x&Yi5r_fz5hB(iEFd$Gt4c6?sX
zs@uIBfI&XE6OHZ1Q@fEQmhy3{*Q;~5wN997_g9loj|&J|N8CDzc0uR+#r~&fyPury
z{-y*npPc^>Cr>8#r-e=8`@Srk7dI23Jx}1$89jHzk6q!Cm%8%$O8&rEEdD5!ejH6)
z2Exa_;DHxYyszM*9($r6c$2^KW<T|<{xPummtf(`VBw3v&R;y+pL+`+-k*b?2d2A;
zs2)4_uYmPFyn?0t?sM$r-Gwi`z<u%}`4anj*ZvFl!E@iy3;)Rrs`NZmdKNnQB6R$h
z;K}EKv**6kXa3U5;MsTK^S?*V{wsX?zrrW~JACrr)akQ82?sy&O|bMTc={>?gZ$ac
z(D{qR+2`T?PeWV3Ol<vpW&8c*<<qctg)&ED)@arp+6>1~{d1hlAw2L$gYO^sML$_&
z7x5LsMb&sed!TE9HX{;=bsUkR32tL1e`=09I85v49`EQJ@9Ukx>1Z2kZyoFHni&Sx
zj}zk?1n|=noH<0vO)o9d1gMx)LX@tw=#^%@(kkJp=rb_Bu@>k8K36T~8%6L|&nwuo
z!lebVjH}T}EPAO;#j}XfYbG?)=ra1eVga_Vc_ojnlk+VuQ^ckXSk+F8lIY=eBC|nk
z_UOT)$9GVQx)$Hf=XTdOcGuT;AU(}wa<N1r5TWco^r>0YdaGLHMsKvsvJ&y_EhjFv
z@{jlM|H}tY4~q}>Vkeu?oor+!5=Hx}*XqV?!D=+xOh$*nYE)=-5~W>ZNO%H;RQ5E#
zaj~&=vA(&#n$IWFF;Bp2vO9DZywjn#8C52=L?d9!xJ;Q0@i=N126LmziR+DMQ4L<g
zq;WdTKDE@0_#N7mXcmS76yTx{cZQDxAKCRm&Kq)IaOUTfq^h2Y(Ox${qg$BMGwBA_
zydJ(Y`Ye3qN;dfRx$D=p7}b&P4w9UFYZipLfkD%jYufO!3LFMq3E3MP3Vh7$3t9%&
z<+IqBLk@?#1VZf$4E!R7j*i3B&9jk&qi1uBNRNkBpAA+Y{};gxga+3eK1#)!$5l<m
z#@{fbSR_Ze1lj>p{FHcMoI5wnK<eXI@AzoX2u^=j7kW@g{u_+v{Vg564V{BcJ!5VC
z)18A8-KcdV{5SU59hhDL%|ro@sr<UG1*>pC`Sp_hnvKUJ7Va?9fqMs(BX$N_cZAaQ
z4Rm)Sf*xx5Zqmk%7f~9E4+qxwbhf})hf@xk!v~^(rVakM7SzGrzh7Tn(*Pd6whq#_
z%8Gl{755ry>g%d&D{oiAx(>5@U-tllZ2P+hYwy*y)wUuLZl-@?ws&H%p}X~N!~N!-
zhUT8SYFGh!275<)dxtR8-@RFZuJ-Q6&Nk5Xx2oRw7o^U=edlH+J_la-_WE`qTgaMY
zBishr@(7+q<84D-W8MAws(aNajfW3lXkZw8JK}S?TOc;<Cp|gc2;l2$8R^C!gn*u!
zJB`dKLBze{b!M0>rA$Qzc4c{Hm!tg+R6OZz_Xy=~q0}Q%SOrQSOOczF7Dq%!!{XyH
z>A{q!IK|(d<?YQ1_Q$1#K6$Z2a@rwycTjjWFWVAnLP{-&_ZW^!6UR}iqe>;EQ20O#
z$fcx)2JP@FIi*sCkXfhFMB$(>pM*{q)9E65ebit;4O|>Ga1hKx`i`YPGV65Zo;Z>=
zPZW2U?jgeiOOMK!7)W?<^4Po^kz$8#I0w{pX`-?-#~jwQ)kq}tPJ71b%Gn$l9H(d5
z?aMiBlpEGpQ`n;qyEH+EnzCytyD{jrhMc-kz!FV)6RT7V1+P!GH?g{X7ZAU`hVqy9
z5BA>Q-~IW~J{(o=p~Del@@WypWXP6(2)W(b3g-8%SZqBK$9g^G38GlarLsAdcFN>i
z3t=z6^>BOpA@QW=e_bkm_5eAkn4{O8ZY{sJx$@rT>XY^5%a!C|GPo1=u7{|NP;e_m
z;jB|s&f||ce3aeqw+91G=W;xJ3JY85;MYj4d3g5crx$;D4-N7szeP|UYEMyXe!NpI
za)l%h_BSB=>Id5^KL<I#zkj@5OoTW5!Gb?h3dF90vB#nKyP@QRP~s|x6T6_I<OFeI
zm!bG&D0b?j4xHXShj-uMKXFkPp729|{QYp|m;U^pkYE!mJP+=^9^w55F9OG}TzfD4
zg)e>U|K`pAAyWK{C;wTb_<3X(l>W2m-WSyN=l-2%z9I~CFMS7Jd-uQg6rZ~`zjCg9
z;m$*P2VMQQiPP_+C*Ov^<R5+=IfiKt?z!)?4^bKaUGNB0KTLMdqb024zavih(^uI?
z|DAjMf6@>BEA`+XnMZ$LdG8;~PyQA@{nEDeNdiS5`Q74beh=+D8R`cB_ecBIPZrsQ
z0>#ugyQy}#vt_2MeX6>qt-W_xZm^5Bw*FySYx_uR$5?yEcxT6WNBdYu>sU|c<WN5i
zVY8#74Ag&2pgebqgFra}TdLrxwa}<5%qEo`(XS$|YHorxIm%dMN>y^3N^a+J)ble^
zE=#Kr!EbKULg+5SsB4rhnH8Xgc@B7}A@o|H13{!Bo<^szK!FC~nN?!}p{?Y>&yFSu
z&q_FZxDLbkIwtPj{PJclx0*`jVzE>xgbY|G09tLbYRqn<HSBai9aqT0&%SzI*tjTc
zo}sl30G(UT1#$1U1*|5I(d0E*0(M8p<ANSH;I`Whb|m5GBpR2&wj4?vt>H&Du<prW
zqPJK)CVa9PYj?lZ8L)diW|tYYbP^SM<T>+FK3gT@8&qP8gs0~+6*zdJ6q{rM60ElX
zv)H5v0j<DF<~&kcWjFwF04@$DVvODZZlY47qg4l@0vpZ}2b{T`i!^wa5i4~ZQ1^>W
z%MuIevRITG7Lhm0(BdY*Wn1`*PB8X(1yBw^zlL?@Jf?LLGJ_8<o7eDusP#;|MJo>;
zH-yYDT3~EnfbNciB%Id-J{!h)h8oeb@YfSoVF7<9nb}!1C2Ll}oR+bt$YG327~>%1
zMXX5ybCNqh#+n(PMZNe)*KmIaz?OL35eS2Xw~nrc{*m^Psh-i9-m&Ta@v)(ip}yB1
zG=$8QW8?`>-dK-mn$)J3tJo1iL%iykoZ*SXC|fRXCDM8<;s*fk-SEz1ci+`Zko`Jw
zjwtBRLjz-b3)Jt#*9J*FX^QVHXUt-ekBs=rs(ZKY+<p7z?YG~#_0G-PH*ZzltE{i7
ztG-)x>#bY2Z<MQ78{6xu8YW;{Z-eW+z5RacaQh&0jLw-@nC+Xazuh?AHcIQB8Eqcw
ztn0w?|Ni~PyLYN8Z&lVKucoFMP+p79x61l^cWSCD&>45L<$lZJ9A|29^7g;ps(9-z
z_UZ5Z?44V0-MsO$x8D4hH{QANPE}PkrgAU<t@UmArPsQ`o-W7>2PQxlG-4sq(}Y_S
zou{`2J<bGYQXr$t#axqEU=a&#5;0)c4R8l}4nMn0MJY5csfJoo<>q9CQ8AFcL}F&;
zC$rMSS;6rnA3OJAr+BwnaN4x=u!nm!BQ9`Nar}r}iMls(l*q18!{knZ=Z92JfnInS
zL3X)3pj3kJ4=aJ}+SlN&)<wY2ll?nU&Xa>BI~M42l?NaWOee*!P{NxD=#x&F>qEL@
zA_T`t$7=$x?sR4F2%yKR-GWPk4*jqwn2VXsSkNadHsF5N>CQOqh=h!It#O|z?lnXS
zz8iv0Bjq$xPD9vj42JBXEGpaL>9bWNu@^qvE<C|4eQoW@Zt>}E;R@NXTWcSk9ej9P
zcvM*VMXB)1(%$<A#V5Pl54JW=*P!WI-A!dz0+F!A<yM;=N(+i3BUaC{FSvthxoqY#
zzf9WI(F?hq2Q&W&D!A3$yZPm(n=qcEr*-W~VGT8NrR6j#;f_-AVl=Yi^+n7Mp9$&H
zp`gnZ^Salf;p4U3`-g>3Ne}GlXAcj5_u$}@%YC@xk$&^bW3<3*e{>9r9sxK6*&pYV
z4_6cKBU63zAQ>qHFp`H(-Jx?&_`(~xbOf+xKk-D)0<nu={1S(XT?C>Re!LPn_EJY~
z>c|@^`6K7P@VP5^?g-#q22vjeb00<4KTYlZC4KZFiVZth`onMBpxO7orV8NIKL^u}
zlpA01nP&$Z`IqDro>4nr1@K+M-UH&l3KX9O3(pXC7uq2Ve_-!9_V{@8;d)RkEAbA$
z4nulZdKEeOCUpD~;Eu;g2}J!XoapH*5CXU-L`vVq&c7#NIHxber_aNupaQ;3o<Co?
zdbWD;r~K(BTcuz8Xz=|5zvw56?2CNq;1I2&eR_BRMQohGf$8x{I)fux5^B17r&`)Z
zI=d#jx+Xi?$2;4{`+8>3!#+BMI2zjMFl`c5db5ihrbxn9Y9x9iH0mm|S!LBqEkd?}
zLn9G$e6~_5G|DAr!IGB4P)dY$0isjc8V*CT$WZW6*~T?11P-Op#b(;(X0)_fK#xKp
zHTj%@urCnDmfY|1TCEtsjnK;(ki?!n+SofQ?j0krJ)c?6Br=gm%pVB5vBh>f4G5^w
zn3Q^m-!fFB2;OErf3;gcK_ukvdn+sJiBv8WPkJLktJiNq9xO201kyem39Ka}%kfau
z=f)lZv;#`nBA&=<JiC=%S&PNvZVzQPyA67e$w=Al*xe@r!I&>dIlOj*O|O9VPYaO%
zke$y`As3fTlhBc<Kg~x49+xR+&7oOdNSi<rElO!gJ1WNEMJ%$Jn7CmTC%Acy>?G$6
z1UvAZrXq!IJSU&;5(v<r?m+Y_a^n}ELxAXx0p}VH$*Z}(7;u<6<i-n@9N3<tO@<8;
zo*=slpNxZ#C7b;jIXHZ9@1WMNEpPY{i0H~>JCVmjY!B-k7bbcRW_je^s2MCZHt#Un
zbC|e(0NGVcnvyvqXHCmFQ{*tlF|A*(+C`ihA!nA)m}Jim&rS4AOb?AukBp9@*#%K^
zz}D{8q2aF4a=Ps3c;DFQ0D9Z8PY2}=SjR{XSZ`?tA>P!{(hLwsWKCZe3R^qy9N>;e
zg7O`xeuK@e6H9#T?uXFfKH4*YhW9~Ya05$!t%@hGjusXI>ve62kR>)c()!v58y!Y>
z@B-B}HFxh--KnU&bNAleikd3S&h@B(yPnza-9(FPO<hGTI@TejYpZXAo~^I7cerC<
z0zrD6LqjdS9dFih+9u^gteN`3mRt4p)s5BIyw^6u1z&lyvaX^I&iD3aSonG%r^oz$
z=f>Uf{&6K=u{6gSXzd&A9=dm<;>N$cdGGBzHFvA3?o{5!72}<ol@(Qh^`@$(j{1%P
zbl`OM^>p`6q1|DQHQG5e(lypv+uhST!k9)pqhO$Od|`S~%r{GfHksHVlU$4F2#a1u
zb|~0=N`08G$<pOpqhg|pACX^7Dlev$XH(+yG5%?v;HXt_SkFDH=RE3I0#|>qpjZ{C
zV=`4xPFQr}WGCx&_}!F#g#yQiV4U*7bG#u4=qKP_9@|muuGEIG+{aPk=z^%HQR)I{
znIXt-fIOabzvAEt0r&F!j#>VCoX7BPwWlDJx7pKnN7~`c+U@CU&pTk<s3*Pf_*o#k
z)sFY1?Dm+`9(UW4K5NPkRjeiMH%C0ifXn1{nnE_M4>4AVmP&gg`C$AolYhK*P|B=d
z<~L7QR?pVf9`9_uTSUR@@*||S9`C%1`c!zz5C@0g6r`dZ9=?CD|8RR}Kb>9iQ4x#N
zZ?I$A4wR2toN1?fg9`2?l34zpWHN{8bSVQp{PLr<wWpg{h;MzcyZzw-0@kqEF97`?
zZLU1tT1CkG9ttU-`7wKvt_aF%laxP8`M2Vc^ZfEJk9I$MQ2PDj5=ziMeR%ZS%L9P>
zuS$iFPvDV<39g7{c8u*G?XCXyc;i>4<K65|z`YR+pG7n81yYagp%Yv1$QwKNM$bLb
zGk4?^$Ac3+!;3!hddVF=_JmLT(KEn3u-+9owz>B$&ONhbO=rmIEgSYg$(#Pbv;1rK
z+Gog|j~u>=9=;0izX<KU3>|#y*#R^Et$pXEqxi~E{MNbs+`I870{X=-L)evL!@l<{
zQurdg{dsWfFIe2aMs^VRpz#UY{|pxfvf1B*JP#86uc61oAWzQ8D~$Hh(s%Z)Ke=}P
zLi%LSz73yzO&vZ5^d~OA&p!S~?9qP*9{e|T^&i2D?<415{{Z0rXy5wDBD+{)m|+Nq
zN0&y1xv-Y=c}g}*(9tnOpBJF3y|;H3r>A?WyJMoaYif9aHaavvG6-;=of@Yt&^ZFG
zR3+0HR3@X!Y)}~VG99et(nT$YCg#q|)MB`~9ZInU?G>=J&(Dfbbb`ZMLSm{>$TNx1
zP=+s&(}KXXIV~2%44O<PGWeW9$jCi5o6};9`rTo#GlZp@&%Y9d=za5OqflH~$tR-A
z(LgfjgWNsnazi8MvpVfMvqfX@TAi6lY;QGxxxI6-vva<^bqIA_B9RINLr$;X>hW8=
zl#Pmbg2_N269%S-w{nTiOezzM_{}Z^%jgs~m)RfoMC1M#xcZ>o<ujXoNXv3N5`J$g
zh@XNOJ`xXvf=-{)<S=6)FEOFSmd8|akk2+NM&8c!2+<ABPx47s{RAKVr}Rl=>&bxZ
z5Se2t2b2TiY17!Y%fY3WALaC!@+q_K=v~Eujt<SOXm5cS9@=#xT>l@jI<1`e3cWfR
z^8w-*#*Ism(8D4J1pg<p1LeUCkV+Q>)-m<ukPJFK*m&sT5D3qt;k!U>z_)&h4IUn9
zItc95^Gx*uTg_b5BH)hD{&d3dGv^dw;}_>tJenG3X;#UZmb0cLtSJ$DTC_MTDuX+R
zHoCAdL1#?TXk*h8{X-~w#gZ7IG#yBJZHK(9xfcev@*(MR?bv6xwxg=8nVgOmWXeG}
z4p;{e1KBaQqsSHUGM(sl>*)g1-h(#SVZ^|V^$(Br42^aU47X#Ck0m>hoy62*v5sHV
z+5pA?Y&`B2?NGUq7n|Ff8ew*8xR3sqx|X_zw#H`s#%46cktP{Z_=fUUV0z6>B4~f>
zXE(si*W9gvo(;*kV@Swv@9V5<YpZT*f1`S)rgy%6u;+F?*6WowaZRYMsJxHOdQ){%
z2ebpY3?T8Ycci(Yz4A`=-5V8CgHy6a$?VWH3~`fvW6;c3ymja9n>Q<N+^)J=asOU*
z-Tm6ys@nF(_Ik+gE9&tfh~8;$X-8gfS6x@n{mzNz;lZkI{s_k;FmUPoj<)_88XL$i
z6<TE?g6yEm$;_^R=FKlvQW|XlW$Qw1YC*9!DlQC&P6nly0QXV(>6rLpSa8)VJZlr2
z!qVQreYcJKcu-iHlI?I*8JU(s#;k&f<-p8)$s<{~2NdM^0P%7_JRZT)m%&}7iK(<P
zl^(QwSgxgHnEK&r*9Vn`kjfBL84zv*5giKP!a!#nJOK}{A<j4oh)-StzN0Gc8utP5
zwv@-a>hY{VPzN5~W=k2%V?M3~W=jHZgLmF!i<_-+n+2gyNv|~(uq7y4)Ni4@CXdq+
za+)Zc*5lNBeI~GNNN$gA$MS1bZZENXlvz2+uAHu{UF7qZWOC0xLY4D&{%H~6u83?s
z_|@^zuSzE$pO$`cc=T{{3vF&ls);!~8E<eo5YD&*Nrxxp@UD2M4Jx`7jI9&NS9Cv`
zC?zw9i+_~Qga3a@cKU^nA>KQH4}FWQ%a5Uu-`b0%a;{+77R-gB>&fI+GO-nl7GmLx
zwJh?|(OmO~CufMb|Lo!MCx~h}Eq+`o{^oS|6NKa+?I5H67scF1d%2HG$NRZ`pJUVG
zD|sW2T+vHMtmI9d`4X4D_{BA{JHsVsq~wa8x?^W<fP4G`Snmp*xWgyjNXZ*Ib_YPt
z7s+w1n$2m0IcIThJE#+T@WK&(<c`1Rj(y<GeN1iqKD6`a5S;J3@V@=KZ}*jV?>je6
z@oQfJDfG|E+PN3h?h8!!0gUP!f58$Tunq=33>7`X?#hxpAUj^f@sv>><2*t36QtC>
zK0tQF=}<@Ln**}HieR)aeH({??!kX#9{y+i!GA|C|4-!NzryE#i=2P|qrvwN{Gy*M
zvdc_1`jUKPk~cQSpQl01C7zm?@9G#rPAn{M=x6Wmo$KkE1__Tg_QAdx)V7X~EX+(S
zFzIX&Poh=oEqbe2OY&G$LZzH1ldxri1vzhC4t!UMEJ~qCE;OQdb%`m1Y@UrmlQO}}
zVQRP>J&yw^ml|5KX%vG_apz~b5`oH&!X_$$fn6z*YNU!J6-fmBY0T8A#8wuH_Z-}3
z8H$Q~-4U0Klu7t~nAszq03aIzb-&${4n?<DRt`5dj#u-$Sy<9yX}=HsQa%f$bawFP
zeybN<vAK9`dpW(cngXn^CE`h6#H07?g?1?y%01jwK+C&57LU(@JA=b-vjrTsbkGl1
zT^1)CPEp~gFBq_UZ8|$V^-`XW%TTlDWQf_BM^Vl=e`b`6Gl&0a<AS*{yn@%IKz16=
zw1PeZZ#YJ24cV<v%jQs!ikW&^TCQ9nv^fD{hHe3)H{#~X9yciA;Y6FGDR5|HDUT1q
zm4F=V=*gr%3(6f3k0Bl0K9C)F4LHV^I!yPZ7!E12P}IX95BE9%z1;HxKxfglIBfDI
z`B}*Mm`n|Wg(O?;!lH)3(K5(gqRi*d!pyFKCy_U=6)xzn51*!4#1uaz2Doz|n4c44
zcxO#<8RJaG_yS{Mer|Yrq-(Gn=vv>{Qdie}AC={ZlSSuvZEGVU*qXt;U&D82D;n0@
zx>|ACAyo&U<9TOGYx$5D%jxkXzNS30_YRNt4UcsXjdlzSw*lF)XNU2P1kA$e)(T1=
zu-@Dan|()f8P=hlYe0-GB=Pm+Z>Vo;XhJ^>kR1biRb|y(Oz{;}^$^rm)FBwQ;%B$s
z{MikXtJl~DVtlxFc(7}*4>WmQYhz`7<DJ^Rnzrt{P4zeK-2*`1ym$Lf)vdSh0^*^2
z?`ndX9!+$pm>UAJLl}SWX659-gor7a>KkvqS3lA*Fx1|U;`LViA$O|kD{4Ah+MzXo
zmLL2;b7f;=MLm}L&G(z?@7MLVbS-t!7JKIh@Ar09cd)0}W~D{4C<QeSNglMOf<=Rf
z^a~I|9!awRcZ}^|<F#sx?O};7&QfJ3rJF;d<9_kQfaJViayTSB9U{nni7>hr;lpOZ
zlXk)5KH>R@_+UY~Dg!|4f*9BdtSj9LB`JlGlF!5|WPS&-U*8`9?#lAQ9SyK5eN>?f
z$ut3}I)F!jyHZbJ9jBa0i-tI|SjRydY?%kZg~3;z<>Oiq_-KANMD+;3(Ie9);f4Us
zvw|oaha-#KdN~FMe0~(*t_RPLh8hx#gSCFdY=}C{anSMsTa>Z}0|<q(M*{AI(;T$v
zpt=dTjc~j8{iYCQj-;KTbt=9YN^XV{g;=_@nm=93pRBB0Zf-o<+<JFw`)L7A>fN93
zBisB4=e=U#YHh6$i)Va+m0)-ymfVP>mVJ?g%@@V!ZS&_`p=EC{=k~8SylYP1mY3R#
z#7by<+uC>+#WDNa$WVn4?z0OtotJ)HI(~O^rx;FUEWV6Cw3W&rP6y`t4GQw_;N$H)
z>dQZUjPTo24DY|aLO06puTG$uFZ}wr@bTgHNBf%}?INQl|Lc>}qt%m;XV>dHb5WNz
zz%g8J@ndK3#1$%$X+3)8iJiORXU-TL?j?Jq<V#$+qi1-7GkEL{9eILq$?f5f^@sNT
z;XQY-=*E{JaP=piz>&v$U^C|x;;`DV;)t9FGVggazkqKpjzJ!0?*$p;55EbYd`}&H
z>)ZR<Q+V#${>r`em1q08ZwJEo7lGYp#8P+gl8Ej9IkV$AP~HpbzO2>@;uDSm>)%C7
z-@iU*-w^Tq`8UzCZ=$Dw^}hnvlb8PyJNsMe;y-d%|Czn~d*<@5>C68g*?*`JMr^W-
z(z!!pOH<S0nJK|=KN`1(Fp~FmO$_wWar%2{{XMh&Ju`h>ll|S$I4>Y5hQ}63coL0F
zW7e82T8mbulkw#uj#$VN@)tyWx=hSc$(M9OmXf<56)&pf0v+;9m^2}(+i`!O%|aP2
zWzv-_x{@&~MSJ_?FpJCJ%Y|~M*%tQtq5;Zpcfm+*QQMZIYYB=<hWx<ObdW;v3NSi~
z{gemD?m#RI*!WyDkqpHAHdLZ};{NbzG6g@{I+pKLDB<yjY*wGy;58flHVA9nQ4f{y
zhjLMBdo^{ixm;LH=b~W>m@l&{ITjJ!BwbP~1zL2)TGSSo(E;^)#N&^{F&98>90lJx
znxrtWr>JPe6Y`imI+;nrRV`s}J_}fvE=(aqPs%`>`6MQH5n<rRMSykq_!g#Q^l2%5
zS_UA7h7F=P_JRSEJ3tdN`?Y)yFnzse$Baw^h|kIK2nL>ooEat*?08X0N9P(MUWwf9
z8q;w}AWn0<GCL)~M*+=&>^KnJ%@ckA@;Re`iv(K75)ZS#nMBi+XLhLWmslq3>)~+6
zd%)X+OduXQmX^I}U@sY%OF9Mz%`Xt$y+(HI*_Y-K1E>=*^r8j5h+z=SYcaXAr={#^
z31>#KIEzOSYl_bpUu2B4fba98^C&-^=p6&T_o0uyzPYLTer?sgy6Q@RY-?j95WKeo
zsq@#RaPW<jJR20bbT&gNk2Kfj|2fdMgSLm14h^vV1Kntu85->#EYIw{eeFO~c*|Q`
z8;EI*B)}4I?`&&=nGMK}L(=C^^jbEv*H%{7RYEXV1??PSWN+TQ`PN%E-hS(y%A5BZ
z??M3A(0sS<?(KU>uOH|g9PS_K?<U+h1o&;3scX;_+k*NzSlgOwNccSwy4N(^e(MfW
zVKH$xRuR>EV=cMAR8>HtS6^3IKR-d2utc+iQ>|4^J&m1{{o{3aYDT&TI&lrDZ9;wz
z_7X4$^fq_*HX)j~s|V`8`qujD+Mb4X+muW>!t1JNgED_$V2sBVix<UXZ9}Sg5ud5y
z6L2?*cvcA}cc}+#IU&zgL5&Is7?$fJJZ+Mu$d8GShC~+w;*&mcaZqqL#6KSpUi6AC
zyI^b=J?s)*^$5=T1;=x;EvYVncxFV<D-kveWLJ1l{U%ZRCD7iheF(4x(7!&|zbmiR
zbXci}!QsmgSx>G3c$*&yw+igpag=262eGdz9{{=>LAdx>g%_9(#T}$~M16-)JEY%e
z!+2tacFvZ@Ql8N7nAyt&z6pH3F-B~08g$ITb{B;IPOCvFe8g^wdMuHEHAGoMepiC>
zraiWpT_42G-D`<MQ)iGmZEBxS=MCsRA(JoR2xYyo6)LeA%M{ZqyP4IK<^09k#?|`f
zgN?06o7+zc#rJpjo)&f<ZLA-p)0oz?$fZFTT_U#?&1F5&h{+q&gPiv+`$JimFKKZk
z4A!L4nzOq$sL*aIb-cRrXl?cVoy}kF?|gKG>HFZ5^U}x1rK{!54Ob}P^e<D<LNdFb
z$`+&XoltNu8GX2uhx`6_k5NTO#&*KVpB91a7}&4R?@D`rES-E<IL?PRebx=1_rwq5
zTkymlC_1R3i#jHI_VB6q8rfrKj@YTajO_lz15X6I^^!Yu;>Fkw5D)JALi>Tpp(j>y
z#m>Bm3xDDgEIk!G3j24Rny7GA!RHu_R&W)2Ht)VWbQMUxPvt&}uKzZ+`DtYL&*77A
z;fzChoOkEBd;6Jt=cTv!%D4Z$fB!r0&KJP(Ygh*}f6c~UBfEbWk@Xnl;go+#9efi$
z0=PqH_k9EoI85sV*<X>;nN!H>{+hh}2l8zYN}oFWTki57nTx-tFaMT$@V6frrGK<<
z{bXl$bengh+hUwMIVl<%VDxs44fKr-^dcX7xVvMzubT$z`Y`h42IxcmvtvVa7G0na
z8?-Xiqa&f+fTNLUC0r?=Dda8)cnl$*Ar`>+#=!8d6ftE>_-BVD5iiLF90_7bnG3>2
zmYlz+<*~J#dBD1aIU|AzPRLO>^l+$o)1gQ@6oNTD>hog;k9m`s;9AIq9lFC0|C-6<
zG8o`)MY!uS2Imm95|6H>Qp>S)%op{Vy*{fq9*6+zQ(<i0on8}u#0*SF^Gd{HPX&F;
z(ePR#v6)Wotq~`CaW#t&n}F4$6B&dHO75ImK!;QhiE{>*-j3J9PJhfprK!kDG>MY;
zRDc43pALpI!C2BCqwGP5_Qi{8)~t{*jlfj}4htAJr-Ew_&ljeo^a=6xw2tS1`vqKS
zXb}IauLW;Bjuq@TcIBYu%NusGUdMCH&Omnh95&+;+6;Pf6=YqG`F$Qpjd!YPvywSf
zrO!y|q=gLwHK-2-UYVH`VDQHqV3ETi@5E?73r)KY@D0fvs@#xxbIrrUrH&;#UPP}e
zf@hI|gZl$4a`4E5A3&+x5*Ly6D5FucnD~2ee*o>TAl<SHS|Gb%UdN|vuOE4H>ZLhY
z;jlzjEY3<XzcVHTtVup=5|cZJKFXwzVt8jRU@eTubF`F_8daFRYe0-6Ft*ISccI4(
zmUQICkr-NJ$f4Z@6>SYDWo>Q+j$WT82;IS}BL;^k=mrV0_YRI=)!v2mGhiL>ZbH*~
z<Nc<_S}6B$(AL`0j1u-nLdYW&rUgYX(7@MJ-@SM5=Iz@z-hStex1giDdGi*4{mq}f
zb^Fa*n8yd}I)<CzUT^5dg1s4yFayJbBM`15$-b?ny$PN3-JJttqy2q=duRcAaNU4F
z;NH!u=86V%z}4KY!H|CQE%5m_-}u+J!Nxb&w(uA{2}g_@PE#fHcFnylJ<!_qmMd#e
zI#*j&Q(t|*zOuIUe)DM8Nckc(G|<sUr2RDw(+wlTH9hTjn>z2e4t5MMrWcmxxiiCa
zVzyMWWQ1Nt!naC=4mnx1L*5451ej84MO32+s|+ErA<9y%OiK^O#hA(uhs2vB!s3|V
zctltl5}gi+&-%n?y@;0=ob>WfrX>ZjCM#7Z<s?QvpoWuONswKv@{3dfnc6E=mBGDC
z(U+I+0i}W>`gvs#6g^o7ygpzLJW?3~?Hy7X$;ShlUmt?$<u3v8YE6*9x*nQ35cRQZ
zln1!u0OiY~I|%2<cHUx+Tg?e_ObJpY1M8fgMBd>OFv1)4A)7JeGKGBBaLApqXnY1G
zF5Yf~!tXN1v5VKsp?CGz)jqS_X;r%1dcV&^c?{m5J(vn4<6em2vslL;=hjbh>m{Ik
ze&f;B_T#PX2WWZD=FlYvEXG-nWD3bV-kflT0(zvyI+v-y8Wlv6{HoiVMNY28k+eC}
zE>F%!6{+ZPGIh3`MK8?NX8yy&y<eZ6eNfmxj%AV#G*Wn1{E_`s?hJ1CRC+TQ*h|G8
z?QZ<$@({@WN2J{X-ya<R_Tu2Tr+YZR1L&8If3bPE<xSfqPK^*n)5|W`uGfFy@#AqX
z6uS&Wp^iHR);p+UN9e=>LOy=(25QG1c*5uI;Hfu!2Ke?xN}eDDb%%Jwd+e~z#V#Gt
z;8CYu>NplUqO4gBwxtZYR_6;)8y4HL$+~W^Y?@uW?r_N;Klf#xc#v1W{#kJI-@-dz
zqAnIT`M~Zs-rZMjMA~kDPDuE|mw<I*mWP6FAMLR(2)LJF-CIO(eHq*lm~)5#oL6}C
zA3O^lKaW67cLtRIE>c1=?O)5`b$^eY{UdVrkMQ|FLKpuLdhlOA8hro2FZ#(MyEzaV
zoMMhn@_YLjt<7UY{nIm3jJDSPp6>D9F4{mZFdZH1%<*By>?CK2DN%}z2DRO)wOQ3>
zz@J*Ek}k=FED?7>xHOL=;?gm*i^WX2N}yE>v|<kI?IH<RA^}m)mnmgNoyx9PqJ-VV
zp-CB20s%{5)w&b@wBLlm8DO2xMG~1%7;|yVN5%b7w~^@2-6lJ<?p`xm)m)(B^JR42
zOeZ(9>9u4EbGpauvFjXOvnT8hgxnC_8Js4)$AVxwcQW9IG;Tc|-O9#ya*4unYHu}r
zys^5KOeK9mpV4EGn8i%x5>3Km$P@ydRjH$_4ty&cj6#N&!di`rz-PA{Nya_+g9z3~
zT-fD#VZ@WLHLMx&+$awS&YU5z&O&+03^Zm6#*}=1Qbrq>To3G6vd>Q;cUQ!qNtkpX
zwU&gtGGHplvb($lFRSLr{=Iw%8$XKyUksxhJOxb1+JWFCxlVzD{@mGV;p~)nc1j9v
zAB`>LsUO4(A7eWSgPp|`54cC8ItT&i?XlL!wjF+XEmrE7;u&Sv8?<vAwh6*`Hlpp8
zEUZOr*vmPz2+!f@IYb_h&KmUey|&kZY2hqrcz|_=9-}(;>_GN^9xb1)A)EI(1qV5G
zWb-a$LS`_wI5)zCAr7+ng>lyGFm1GZ3?Xmrjg1{mO`Xln7|c7tz{B$0icy_3y?|El
zN2FX!M;DUcNY-m>XG1HV<6N)HA#X=k?X@<Z^s_@A-$#V_NT)$AO-oB1eCgyg!h~Ma
zK-%1Dnw#p%;11n6LgE`q3T|a}^__}}cc6rS=kBfB6%`e?Zr{D}*4sCK_D=2FmAzFh
zgLR!SqtzjP=5__P0OO+*Q<Kvph}Y@qLyv45>8I&zZ)nE2jUb$^uKuQ`_9`URR5rHO
zv|whhc<0_*KYItRx3}KBS$Vs<p}LVh%jPfefXlUa?sqn{5BH9Y_KyM6+nO+#*Hzp?
zQEbKiit5@sH3*WO=oy31Zm`@cUtd*Q{q}v-y>(Z&^wzXYbq=v7<`*UzBZIR{rbN!S
zD$pb-awx<ug~TnFAd=1lPF^bYDWws$3dkOi8mL8enl9U$m7GpV4<_aL8R_<{_;5;m
zJRv%UY<@&~I4n6B6der+PN&5CJmrc=nU$$xYBKnv-PI>o`z7jt7)(2<oAF5T$~Cep
z{bkv_PbtR<C_ooLLVx`z^T^OsBeV+mCZWhC5<9MIYmje`17ruRV}#dW=q`KZV3)%a
z0`dANs0Qrx0og`Nq8w)zfv6tHj$<<?oYu4pB06i>Y(bG+4B0ps-ZdIZuML>>lmn`G
zM`B@uJ2$dK9}_Yrr82ISa%P<7FxsLG3a?!UJ8eiSb!w${C(7b=KAqg=H2Gt$=yD*L
z52d%F*+K$|C@be{>zC{6h?n0_=T<4yI8n%>OM4>lzO9BbDNi(L@&=6dT)?@LjGU}y
zk!x3s#h1bISsh`MJz{mIO}<qpweAmZg(G{Z#Kp$iQz-Mdb}lk2Sx*q{Fu?bnNa`ZL
ziQiR-MR#K1<JHXjhg+XsVdsAK=l3uF{NBYMAC*44JpBE|;UBJ!-d$ObOWk^!LNp~7
z&TAJJuxPWZWpMYdQ{IC>;Kb`ccKeQ;zC(xq5a8|tGoQHdC9eYED=&5C4gk<kA&mDD
zZTzW|I>8hlN?lT^D{u0FEB4SHe&7tkE_Y4^_U*<D3Z`XBODMW&cdZyqIjJ(C(58&`
zHJfMM>fN&V_no0rf8t3b_p2B@ahrdlHvfXISl1S^=&^r)h8P?|#bbUiYvZwG$CvIM
z2<iyFUk~qqcy9qH4`tm;4=w}y$iDlUI{G?59$$q4?&kpazk!espZzU#{<q-e-$M`o
z^9KO;NBh=K7THBw<IohVf0zwq2k|~Oj5Ye~=<sY)V_$y{`dF7n2G~Qr^P__d*1Slk
zw3)R|t=wc*S!^U)O(*9n#B7O(iJ2V*E@JkaU}2K8I19bI)o=0ZBzgf;pcJB;&EY{k
ziot5q+IVcq+!&iN%~$eGZUf~t2MtmapUxj_oSW%k8zt75C!7w3A|4mQqamDgn-TNk
z0?i(B2D0J!c5ZoZb#*(F!Q8!_O>bs1>2MghZ;%mjzT4!%;@e}f*mMe)*$|_m%gIz>
zZTWC(^<XQvx1QQvL4SI@n2DpinSyg2dG#EPn4#v;Wjv-xCX`w9IyAaweExL#WPHIK
z6$Qk{+_(cc+<J>kZ?S7E28mw6mc!&VJH(kD;?9i<W`+gR!~B^M!S$IP71GAU^l=GD
z__;CB%m@T^OVcClsWCR1ZKt8HLqhnNXlhJ?T{&2E4BFVXmsxr^)JQx#XnE$0WPVbB
zl|6kzgpnU)KJE##qhcJ=wl*!CnH0_7^QW+C$FL7kJ;ZpxdQ9%1<>hm@17Pz`h<f0D
z8RBP@3$wT|kQpB+kE;b}`D;J>JmPJa%*-WHDu=+ja+ln-WKPDQ$>Dl~9uL0)PP#>g
zR=_fdSVrN3jz`mo7)A-pBxV{x&SQiJvLm|&BRrmSW@XG7F&jB`GlKbv#f5PWV{(x>
ziAVOtz(f~n-9W;(gLQ8!Q|@qkwIN_;0J3)|+*>-amnUf6)DDOThu`1U-QV8b39DFV
zV^?Q0l=kqrp_{d%6WTju%rqdv4r^+3xgwngdv<bK>RTG`H`G=F<)NJ;gnW5s2eM;q
zZ>*`Uuc`sQ*Hl#AyL0!>ojW&g-FfTHx8M4gH*ftvZ`S<F&88d3fNL0m_`VxP^M2Uo
zf$9DIgXDQv&qz;y)7`4dpS@N2#yiNF9~qf!A)R+n()Tr2H&@-PdgqOs@1V7<8ZGc0
z@UtTc4{SVhhB+}f2|GS|<Kecyf3FsGG@t@N3*4`&X>W!*z6~S)AV`A7?#7Bbu<_VU
zwAM7x8ipjZO9;|I;@#l%6kjS6EJ^ws`o)N&V`_z@XTc=Ks-16_2%RX1LHnCT>XnNl
zWSZ8xC0fstGQJ?$nG=_0W&5*=wFTuiQ*k&iJDimqO-uGCrNwdC?x^&5M0`FiIa-wE
z`7-=7o>VKtT7Wxfc?~7i2E|%RqH+V-F}aiWH-J9kYoM72Q6TfEWC4}juf|c3qe957
z*a=4-pKIjt%sjq@FR=23HlfHaLdrct^HhGaE=TaJKCU;!HQI;*TYDvdKC0D5p}kju
zX16Bbp2M0R%Xb4D@!Almc$+EVcBDOyn9CU_;k4Gc+5lNTrB?g(8ox;!2v{PGRh>0A
zTN^9-nkxs#``8|9JnT&)MapJ~=~W@EGN4xnb*g|$>e4AaR%6hl_ghpB_|^kPcichc
z{L$@b>M*l>vb>6Dl$}@-)P2ewj@besGpZhaQ9Bj2Q562oG1@bft(c8I*vUWK-aN`?
z(E*or2eQ8KS~!(7`cvirBy+2Q@MaW|bcus>@+gr!jK){6thWb}HXoW|_7QQvvUZX~
zB7JN#7Cg(Re{n>>{ZH>*0NMZW@Z@*r2cMqpe|B;3FtZWld6W|}IZdHM$s_zS(B)35
zSkp$%oLwluf5WuNyy^BGVtA(#SN^ha&JjEggf6^+Q<wL|i4!O}gJ-VbnHyfY=#`J!
zb$NGi6L3bZT*;@7#8Y?tsXKDz@EuK|N1Lk*#I{_4Ewf`?s!A!eX_I5s?#<iXD|ScD
zZeO$8*B#EH%Lg_76L02M{`_au&Y!O*bbvcx9S*qbm^;+Z+1LNgzK#;Qul&0&VW~q?
zyld-A$L8mF#B-$Lcy^z=3ST+4zd+$ElI}t$--V7}1rA<B51%DZzKoT=jGlfKy?FMc
z!S@gRqMt0Xk4-bX2d4Um=3uNrBF)Iq0*fJ^oe~W8&JXpl2Yb-lE}EE?PtxUVo<W3q
zbfrTlH0Y!nnMlfA<Z-zoHc!OjNmNFM+UVl&5o*el3#72WIW<nJ%;p1kuC!_-8sx!>
z1TrR5IWfkY9O1z>1%3701aD+;rmt@p`5U91i~UV=P*$6i2Dcd#x7uY^fjf)%tm%+D
zp9mJ06Nh=Y*p?4gkn5h_OrVK16LN-4YNuLiREo6*r5>d)kh+E4wwTYp9CmG|U}lf*
z=2B>I+gr;Y<hKgB{4x}I4v$fVJ%U;xkjr>78CNFf%G4qijPQP|I};9LBY@>T)c6q(
zg6w=jr^jz|dM$Rd#;(SIzoaEwb-*rG>XQIm`NEVEXMPexIynnd3g(Q8F-=~X8<WhA
ziDwA}3#Z4?d@2B@<N55Q7zMaM^97Lhz-2%%X!B_~w(#X6C+0Yseql~apH|VPlu+D3
z4tG7y172ZHpF`H%m=FijJ1py$SO$30m<xoK$LGw$;D+tM987AjQ)lr6fKI1t=COZA
z?i`WWf!-(70Rm<bcE{w{*<9x$&Y~T4Z%p7m#P&ojk1`s>*XY?SDDfbM)bSR`oQ`=x
zNY@JS<XTEsCg%w)KTG0kfbU!w_vlI<UCyIRmuRBJIRR&e%bMmer<lMvgwP@g9n5o6
zIc2@Mx(QE+GOfCyrJ)_F`JT=`bizRX28temY{PwnqY%k~aYvDB8zyG#ywT0tHwd#g
z$*bua7=jP38;SIo<*$2T0R8yk4#dWFw)S?xM%UKe4&i-cOG7=h@gU@DD{Ja2YZ|NW
zH&j-))-|9KrV0ISw=1h}-h;NStFe7%2Dwb5ZD@IG>1k-_LM~11-G+uc^(_?*6}Rr)
zyHkb7ntSMRN4Q-_Bi8$kZODyB#`~Q&Zv)vOs6&1oy4^dW^l$B=&nz%!7simChxEJZ
zdW`3AvfqCDR!e;|+<2oy6O%(Tu*T2#O)F-3^p4Tqs^-p`CUUoFLq60*cT4BZci_Cg
z+tkuAGCDOeHaF5UKHWcuGDOzAgtMR&EScqEw?gWZiaipM8-ue>7E>#NGL2ho@QC#>
zp>ktUvdfSb=T+MbO_8bDUr-**$`7Yd-7Y>I5M6W&AGGlwb}XHZEf$v~>pE3JOZMqr
zshW~QjHmQz5Qzf?9XVvr4inrzP3{P>aZ6#Shd%$Ghg>j34zbV<uRV`rhK3U<3P?W0
z8fbCJB9eNPYJ}B9Ai0+*Q2ri9s2$?&A<RQ~9nhR~%&7x-VzH;7tCz|>cn)$N&+#pt
zK4dZm9rn1*N|<>Q%<@pzWBf-ftv+ls_=dZOS}SYo-@emb*(jw6)1Iu)LQzB;6LD%o
zb~R;H`b`S2UhdW_+y<o=$E@~Q)n2R8?bLXDVChXhK>21kT}<Q(NUEn+*8|HLS0ZTi
zyR~kI#%0$!&EPOK)~MUP9*-TaW=r{8X*E;IrA|`ugJ^ii@81kZmoX+F1JmtY_L88~
zoD-xy5@-`CFA2AY<S*o)vZ2U9K6kadj;Px;e;DC5rF`b+rQOfoz4-mR7r%W_`s5OV
zy3^lYoqbj+U4=8^39gLi;xH{78ktSRbOm=-$)oA{(@Ne9Zr57=f=R;jXp~92Z8H!!
zj>Ik_vG@Gphj!nQ#k*?_?ApTn*3f~G+Bb!d&9Pl;^1vM5GlqBV(G!3C%1>SRJ?E6;
zOd<$?Z1MRwqOk*qYeTJ18*O=;r(kv$te%25c;E``*}Vn3cgOB4IQ#{>f5+<Eu_6*D
z^`R&G|FZX9-EpSpwP356KoFsj3ON>1p>ocJ$~otpb3z8e00JOE03?{ZThfsw*_N%5
zt(N6u*&eIqIOle5=4O7v+{~|-{eH!6%V*Z=%U*qPdcCVwp{h^-n*{c^pJ#_ZuN?iV
z{^-lvqu-VuqgD1FV3f<8{yz8Ucj^1TiS7Pnp#3v{>rdhbe^ERC`_8L>1I;g-eOY|^
zW##;LwTs^)w6=8ePx;6HP&)a2^WtCIm;c_n__xNzzto=pp?>kt-vYSb*;C(JWM4z7
z7E89c#9LhCp|Dl0bRZ{oW`Z?4!Cs$}@K?3qo6vHLp#g(9O5qMzV_v=AAvXuKwxm6n
zaE2?%iq{&n={#{ClH#&%qt~J}yNyn;T94l4MB1v^@3RN(7PnsSKomI!$SaF75!(QN
zH^g{mK&n5c)*5*X4QEkikeVVc{B*@yrSyKgxZf<@->RP-c3vJIzCL^S^7#JK{hi0#
zTaUMPb}P+NJR5X`ohHA}7EA_{bzCGjT1TDs!|mqd-R9H7_T_`^^MmcPy`9rtl()i`
zzP|;NTs#{Gth<9~X^92U3>yHx`z#(@QIr$d>^D&C(kx=WU#jPdl}rH>0|d>*y^*jp
zU_-ANQOXhZyF!Q#Q(T|;@sp*K2eneaMvTQenZV;#Ee5y)?%fK3Q_8oC1vW7sJ+|b4
zXcJ7AIDyV!!JA4*4xmd90D09I$WuU%I}{>E)$)i^5&*1Yt`1};+jepQ@p!}oOvf}H
zb9g)mKRdSb5Y@|s<SWVq4mqUwVuJ5#2<D-qqpWsHs=*Dady-^JRCXk_2HSRnE~(O{
zw7QH=pV{0@snszRC7#DGVWTeAMRv^R4Vz)3HjK(1g67JQO+hB`)V3W9ciabOCj)t?
z<*5g80f3=B*6{%ow)1kgUJBW~Wm61%*Q<mo!5VLEc6Avt@~I`%q#>;x`}bK)(8s3H
zu!=C%#aTGr&;hp!*ZUe{1=@I^JQXAl9UaM=WiS>1-xPUA<m|`O?S&zjj{f&0()9+D
z-7>=Ns6zH>Sj&copqd*V92_1P0=!NPjg14}$0iU)i^v=d-eJPSG99<ne+(4Cp*n`v
zPap0Zrw>j{qQI3#A0LBLZf*kRxlvN?hF&)0#xKqzc8>|M+&psV=NNc)h&BdrM}8iB
z@nVjMzs|vCfj&4gbZ@ZlcJIwkZXlzkzo&0(cntM-%vt8#;52`Zt!FD(6O5_ek!czo
zdIJa#HW+KzR?tT$XsC%DMfogb1?$U`E2~p$n<~3r<A!#{Zce)G1q#{oE=L}i8+10k
z?yAF|wT1JJaLeX<V04~pU1uuaslt0Acb`g~Perz8JS(ziU#&qWZ}~7|{%qFxe$Dt&
zZ9nmPJAMzMZ?bj|D&)#OcQN3~1J+5SE2W_Gc#2(QCkZwP$>|<P4iHZ;-IlRg(>6=W
zYKE30i3TF1D3D1J_E5UG8M6hvX8?IP2*M?CwO?n|Qe89M+PDxYm4g5ths@i*xsN)z
zKqVZmq*Cn^+F;`?G|0gDPCW0S2JU2HRS8?dSy*19Pq8PLoH9#0vsH*8C8J$U!S>!R
zMw|I?Jrk;89Ut=*B3|HoF67Pz97u#tM4ZWlC!O-7O5uDbUE9r}?ybF_-QLS?wGxeD
zu#oX(QaJuh!k13?lBHO37a+dXdbYQ9xxbCdl6Ob@Zw_`}blRt_)^VfxsD{=UEaFl5
zT6<8a-OpAI(v?QCT#lDZ@k%9C*(z6`?6t3t53e6QxY#~AX|<p2wB9{A`uX+qU%tQo
z)%)vTzJ2-2w-D65{M&c0|MbC=kj4e>pjF2Ws<2(<v&x)$iOVPtSa4A-_UeR~D0;M#
zAPOa|rlQ-~@O!b;I4V^xw)Q@>_ud!km+`_`s&WBOT%vMWtzB0uFY~2~Oyv?@xlHpF
z5^D=vAJUDtp~O)%wp%QpfY--U4}!77RN=JLcu{U*Uk@eT3#{pLmFHO~?kZ2S6@dFm
zs(2hPoP-Nk@$z-1{=U%uacSr0<-@<MKK>1gWf3XAefe*-lYh(}eHq*Ri}3cJ#_#`c
z6&T@P{(JuE@6kb1zr;HJtJ2f25NDS-{F~_BuhS2HgPz$2ob{LgQNQ@N`sKeiuKw*i
zgYR$oLf>0tpO{=<T;$KsaW>XvO1TYnE$hpol|=!2RVG}P%GQ+fHMMeGr{P%S>jnu^
zXT-lBc$%a}o7U#D2Lhg0vDl0y%fS$&ZAHH?gY0xEPifWJgU&$M>9^~w9=PG`Xc9+4
zsa3$UN`P@(y-DK?x}wQ&Hk&G?Q)QFU&0Q4gCB~=|>5%EYdin8g>)C_-%i{;nA3Z>V
z+^f@v=xqR@KwiJW_#JjL{0Oulsf(sPX3%YC!0t;0<E?z<(e~c6qX*9)posYp{cAYq
zXl&Wqx!>sQS3B)oy?{V>PbA_DAUqaky?ipCi{}tB<F$B#c7G;>O7}{uP_N}nm29z;
z!m}A%FoaxDWWt+NHm%gC6q(^-lk!Y5o*Bqa0$Y#-3*3Z79lCdc6BBqT*CyjZHRn(Y
zAfIz$ATQ-(>TV&2Z^gm?fiAKuprwZ(4H<Osnql#cu{q>$gl-cS54x=eXP1Jr`(<J;
zG0KsVJDJrZP>!076L2S%H<^bF@KFRK!Mw#O#*m+D5%W-+Yx_@#C$fBErUPLIZC5~X
zM^Sjtb~2WSPF@vJsA6h$T%(Dr)KR4(q>u&h8Up<g(rbfSEy=4fXwfMX#*!VQc*52{
zLV3VKN$I-a-o<o^$j2<oxJ3~&%Ogfv$RPFWr5>Hwr6Ur0n^tU)bCn{5Bdzi|%WRVV
zKF3%ElmoG6F*V0l9NzO;i0d#1XRbgCkMwtJw9&6RH#bds--wP5GPaF14wuQ}vrs1o
z;T=h;0mTIh5@ZLg<CbLDE@CD=OS0mj*&{JEGz#1YXhVIp;lAN11h}KhbpndL1vJMX
z>JFJW2+%>f9QgqD^r0z;;>HG0A_G95o}5Cs{n{GZUFR4x)ALgkv#6KBEuSmWsB{?l
zFJX7E%ED{rVa+Gywlna`!Nbm8T8A7CV}T(o_In4=;|AIeWFHwE!4-~pk+(X!xHvS!
zTVkW17F{#T(@P{h9<?#!vrNYND)tf+bBL~8n_c5BusAc!jmb4|cBoPv7QlLrEZNDP
zJ?{p&cIW(#n%h~nd9&7F&H?+I|Iq9{*11oB>~i;s)Nz8)IidAyWVgWq_hHud8G73p
z_Af-vbE{{^?=Ski8Miy*a_4=Xa)5-!!^TbsJCVEp5wcV9bcDHsvwuW(3f8;GZZl^9
z?gZJv*+Je>MPyFd90kBS0e625cYy4X*j6Ogp#tZtVCVpJ6vE<bVbu<WJlfu&m&1d2
z3YQiEXyIbbM64B$l5RLC>mZwtMcS~y=i)8Fx_D!5d2M2jGrek;*_-K|e56)P)!=!@
zfj_R2Y?aXY4BLCC6c6MhzHGpi^w?q^OElm}L|mzeBa!lEis4czTrP*pwHRja)l#^W
z^<`7QeQ!DqaQCK@-efM6XlC;JmCD0L?WA3QzSFrr*nPFX|6*(BwAFmJwROI|js5#s
zv;DN$d0Ov0f-X0fDTmVeP!<xtYO2yHRgc=Wr+e)ehlj6^PM&Y?owl2od)r96{j*n>
zfBoV0uig`#{9nDl{QEE7etG$_70ydGbOv?Az8M2&H%pxcg6w__&5RN+iI4)t5W18i
zlr!S09*J1^`3)Ei5o~8-v4ceNQ7Us<s=aJ<-lRdj3opvWSEVwx@UP%!Pn0i{fOr_*
z8`q%ciOi!^?l_)#43v+6uouq?wM$6rQGW-E91`t_Q4UVJ+GVc#926c9pD91fRPiAc
zdN1?U>m2s`jd#V)7p485RF3|%{`j}0`@b$8{kr`4H|3MRtsv;;;-4!Q|C)UK5BU>d
zIx1%Vqkj26>X-jfKL11R<afE#zbT&oP37XB$`=sc|8o&s{`vn(s`)n8+tm2R+Omwt
z)+(eHWSDQPO6F%a5D6>cYXuChiYYO$wGN>zqz;*QHrcu!J6|4KqmUX+2B*#D_xO`O
z49;`)ShnHtrPMmNL}FA+jc%*oqPIl6{-D=~U~7xXqg2@VT;s+HLguYtzR6Ickjj>`
z#Y(=G2<JsywVEf*hvEnI`pMq*b71<T!{-m~Uq3mye2BF6!za7j2h9e2>*Z`A6HiC{
zQIFkgH##Da^~4cDRerp^bMf%u)uYGHkB*)l?4RxJKHfrcTYIa}sHG}-#Mhw*R_}7_
zoe^gcUbb?sg8J8FDCu|jF^5n1Vx=Vfbhvmf7Sn|+GGhbDfHUkc!no&vDnP>C6s)U7
zEbPj$F*iwhNS?7OQS5@DI><Q3C}x|)EVGDZ!l4%KRx<A36Jflp%h?4O$lE~PB|@?a
zrxxo_w!2ioaSG7o@UsgX(vMslQ+mkWf=Vf(Y!Dv@$sE@4-Mu+koujt33+|Mn9*+~t
z8=>$*yn`Kpjw7KCKJ4;$%w8a*m&^PziB~HAxP^zZj(FaQ-X2r>h#J+g>Zn?UjNc#;
z;1N4KYGFf4_!E&BukvHbZd8ZNDx!)9F(>=<|D@+3;5#Lv17RmvZ&pN1@~BZ3Hb{ed
zv0o?lZi+mcB81E%mKORti&|h*^3foplCq_+fWiO8TwEq+84R7lKwS)oIdQwsBF$zQ
zGBxmSl*Rzor>2l2H$RJ=`@;I#3Y*R3@z_lAX`~kh;yPlV1Ggs^0i*(Eeg-6WdT9={
zo#f%5<Q>y^1k4iVes7T8M`uhj0GIS3I`V3eTZ2!SM+*H0MDL*c$d#QzecLQ;e0rEZ
zF+Psv{S;$%gUJDQ&*2-yRv-9}?{1F4;|Qf<1rUFBW?=&6zUg@c>0uO4yEg=nyoxK6
zvV;sM2S+9*hR3I1og0Rbk3Km%IXyA6KC_}&;0b0opsrt;TU}!?q2)(EEMAXBIn>3X
z!W9$dwb>Q+JX66G>p9BJb*XHTr;*#N#<16!^FzbtEP62I_Tc2)?zGQQaXHI&Z{8j(
zI74-JV9(}#sP~+xyr&A!Q@Qh*)NwAdUGS|};OwimHw(6RGq(3rjvvpse!A|sLIW(;
z>me+>JSmSe<HgL}-}naBp>hYZ6TKYCn<WQLvN#yRcaa^mog9k4I~@g>E=dP5auvYe
zjVZk;X|d&i=>T*Pc0$_&^-#2fo;Z9__~XzM2S5juJKT9Z2unKw`aqTHg$L6w`8<U%
zqV1>?i!@`9)`!pl+e#;QQ{e_<dL5YnGlS!66Dt;(qm@0#MH=y7J{Kt$0nmvW{Bh-E
zqnL!8zLG}3RVW|!WqhuL&lwMT(h+PPU8yKk^!{SXS4#VfNVLPr1`BB*yBC<AN#l5M
z(z#%|n#_0drM+V5egzZw`qNJ5yt54)KW#S8w>lR)h>_p9+TKMi?DfvUvwHg|U8shV
zIe!wrooXqRx;D^bb=;{xLvQK+!;5Xq|Jyh(_V<5$e)h|EFaPSpi@*MG@#W{w|KZ1P
ze)rkuFLoZ7B&h1}J9SZq8b6Gf#>1K7(@99D10o`k|Ez`|N90h$s3L+;2RbOTjHiPM
zSEq<tbp@xT=5sZp!4CeX#ZnJ*mCGWMZ7Nr(A{t~~mMSlDnX`KNDqlR0Wlo}*<4Edp
zB=snfJIR*M^Hq>^AoxYTc3o_sPVP;y`MOZQ&edKJG>7CKmO6ylHeZwg{rIqQnZtYl
z!8joJh{|dHFj@I5-TYDM;LmHvU)E0lu8w%RXJ29Po__F;>4*PRI6=egzc*g|AMnf9
zuD+^V{$u6pcjc?!moERMc=3nA^REi$UwsRe{?4BI-g5SJh8*haO_fJ3#%^5-SjSmk
z5pJxBIV&3qme45BMh%dwHhh|}XiZB>-(*&+BNB@hGl*ZU?MAcpQtQ4qS}@upQl$;V
z++zzz14*9?Q>sKZlks{32*8mD%{-QYzh=<O91&917E47#*?26EFlK9zw<^sB{0Mlz
zdVF~O<o@fkM=y^bJV83s*6#g!XTMTyX0zyPOGi`jaLVfrn+*<!#T^aA8@a+!qkgip
zeQ|XE>d`~w#~yEOAJ!Ytzcn)WG0dj}*{Cz=(jhI)Zc^C1CSNw3spsp}LM@56vU%NB
zPt+TQLa&j-PkJd6OvU`b^awCrue2#eMhO~hSvnz8Cs@}DH;fc;n<QK?cjV6?j>aTp
z>G|s#-kO%TrV}s?c#W8YXGt^->7pg+G$eoK;~`2p>PYY)xkG>$fKE`@CV|$DZzJF?
zBKvnO>3yR-=|uWYgm4rPBe{-v(@^3@V&oAk2ZuXkcw&-)ql63(CU+#*P%C?a<`i4U
z#RF#Yu)QlVt{1x{B53v?*h3zUpV|VDcZS0qHL|FN*HI%=(gBB!JiY;Nd|ZLZu=n@s
zlzy1mjfwyqf<`H6c_XuTLfENkyd01Fuw<w9?07+d@O1pD5xKQOr$*?|2<<pp>Q;l)
z79j#{%v!NgBidB(6(S~|4Jr5nV|@vkYd}Pd;un@s^oFDuawZ{+r;vSmc47k58%-*R
ziJd`pI+onXo<*2E3eQp0zPy0u7chTd`ZQMR<B**piyoYvMB5<@2R^&$@d^6y2#|ez
zV03w8fjh@yj1lSD-1rp9%mGmcvagfLJap;fy|g*3-7y2FPfm=}$ELB8p93EUregw+
z2{~YWX<->30^D(n937Om-s!<kd=QQ8`0fUJ2FClx6fCilD`hP)mnIjX-(Q?s#M_Vy
zmT62B78vw-?#QBeo;5p+TwDgG1+*dh2rB1BrqDe%Gd6>GThzF(PBH|GY&}O|7jBx_
zO6`hBD$tpA0lzCB^1<dt&CG#%KFr2Zp@>pf<i?a;h<GK1s@pFAq0xJ+^Z?n<6|M`J
z0|hY`n8t5dUM^d%=gikrrdM?97i0E6nMJU?{m|iWh6DMaJK=UDU9OVH--H7lr)ysO
zV^{~W6HNc3gW<dzB{Fcg5rbRBYRegnBva91%>vVrtZ238eCUh|BAve8rS0UFq}q}S
z`0nf-Je@-MIuhf<F#`1XkT~5CgX1X#;Eu;1mhkr~j^9@e1slo4PRLyx8=ULE*+0@l
zTO3<5NbL3Wem2^S`SZyD!YYwOUChVIMFiF*Yq%}MEBSai87YJV*^n<23FM;WPo2RE
zKISV$J($=RQ(@|a3aLOo<;x|#VD6ceJCk;2AS)`x3XOEBlZA4=d{nMKuC<PlO;>H7
zG@GZ**3(w&d1ve8?%tb&`)>}8UT*I_Z?w15g;FS$4`i$H%5J57yt8$>(>d*Q&RRRq
zTDxbBt>aqrNwa-*c=+SzXYj%O`t!@*d~yEYfB5ouKm7d9uC8n0tV8LvD!n!pE~Igp
z?bS)J2Xw=gqan!d)RKq^yH0G=iLE$Vff1dIYMxWJ;gGRhD!yAQabl60K)Yq8Q!E`7
zN{>?62Vm%x#>-~=O*VZ}$epFKXR+*QBL6gzJB?+If$W&Q7web#+Vd=i@Sx=NS4D#C
zZ*V7D1GvL4j~x3~=^8wDh{U-@o^7!Si~Wm2otW%^@A=%bXzXz$d6F!>%(lPC?fkTO
z_!srZziB-FZSKKuGY@{7ee~b+$G<C{B5fYFI26Zxg)-Ul<sV8{|6IDn`2%jhGx+|N
zFZ8`db`Ddckl4k1<NOR~Vhm+lsM}P`&Y)adq?D_L93gjwXHnWqk-AG4URxB4B&Jxd
zjmyc0B;@t_{>h8Z{j<mCZ@_vzp`6p7wpv3zTPPMto;*I?+u2X2vQ`VyY0Ogitoc?I
z$K*EnkrWqnI%0lzF&U3~{92JF?n+!dJp6ERdI^vD!Pfcxy|ew@9iVe6TL{I9k!U^=
zONSG&VAAJ_S|O{~JEH!0yV82Rz58^3_u1jz(}TSyJKIN%=1#HFNaxDYWZEAOI^te)
z#H#j!9%B6K(g&~<D<w+h6n=y=ZVP(k$xa~~%~dlsJf89;Lv~cRxHlC@f(1R-3O1l*
z-W0KsCI_&#iC9MAh5@&Dgd*>_V*s+_HQY4~cMY%C1J>~;RS1z+gWwvM8kk5j;=VpI
zGCcq0Lm<0|OUC8|)~N%a2YJUp9>aNz!LbBK#ybY)U4MFaa<13Fla7&QWD^}OFu7B6
zczhN>96#6Sz{N<P%-+dhpW3s_P|)TlGk+}N<zBgzsPT#RUhdme1aPzzzEk0}*rdm>
z4<%vpsE!3&mj}p21@))E>OrUQ8x(#F{fIzL>eY)qU9lX<dsh_?`5Zdnx(^zpD1$?j
zy924S0CDP=;e*3phn6(Rd`z}MW}Q)C)yoV3cm5i84Kg<pO*4sRbm->^xGoX1+w{!%
z<kTo0p92}D)2GHryZXc!crSfwasu(N43Z3w7`MglK~LPm93*X|J8p_TIRiWV1j6Q~
zXOJR`5ZA8<^0UJeyvcPTkexO?(KEa{y&za)vN8Jy*~gns%#7R{q}{qZ*+*lHO)=o8
z!<&u6N=Ihz*sb^6?j0OJzbgE1E6~y5;M>8q#?a8%?c2S#@7x<kKkVcjnfBAh8T2{k
z>?-X1n6b}es6Ih1Sm3-z&<#nt8<}3kl6`i4nl^z}oQbLVLE6~J5XqlMTrE_E^SB-u
z#>K=8YidQx;3`)H3I<QU#N{%jn<}T*nGX5NL0=`{EeHK&Ka6RP1aY7FYRHB2Ak-y-
z;Wjd0_e|c03fHL=4mk9_*`M<*&pGA`rs;CobTx0dn$lm58Q%??emJhbTDLqj`gQ|>
zO2Ca#f7}5lov#67I}VVY;5#6j+OT(*?2x<Tz|KaF2WU=`>o7Ja$6vF%irB3K(;e;-
zj>Vp{JBxl)!NPG*6~Y4F@rd1-hj0$C4sMPEo(|O<s5;ObsWq6xqwfYA0c6hm@W(`q
ztq1jXB%H^E<ARN@j-XVJH9b5q-Fu^N`0mgGouL(5%gLP#(rlpV4dxQi_Xcz6a3LEl
z6=N0f_cD^}K;BU)8_q|AxmYM43l@TIlw0K@*af(YVQ)SbDuD9iByjw>geMbsrxUJp
z(v?nlve`f$7TS6e;9l7))bE#D_e<@=V(X-V>{)Est0&ONfwS)&T<?+th(E5kTFFAe
zpDqUT+r`G&-u~r-`{#RmFu|SFwvMZ9Xy*3{l>?N%93K4S>glgOTz>ia`L91b|Mh2Y
ze*44EkYyLrI*cNV37yvntUv=JVd!oQ;fb;rh8lrI%{OZVCd5i;1V-M1#vt<R_&({H
zMa8zcHbXI2JR6E4ed}Rsx0R{EsgzB2A}}dLcGBguaONQbi~P}pRPMA;zQ~o%qv=QC
zB>Zlt`PzBDex89Xu5yJ?JK%VZg7r)ll6z85lWV+9*4`xRuT%9mh_J)fKG%MmZ@tMk
zkeK%}7u}8eTG8-s3fBoR-Pc}|b$shbrOuBF2R|!3`19h!zbrobRq6Q4(v!a{p-%3}
z?+cH=$|DR15<67No|A(3Zvouz?5Xc9vZHBzdU9iYY?U@JH#*8-v6VWbSFLs0olvz|
zgd$|j%DEc~K3fA)AM)p`Rjj&CUmsmxS5J1lm5L=5m3x}_(dHP-#`uG9yXh}jG$yrF
zefId7-xFP&-(bvhcr29?gCmXCp>o7r@Rnrjxm>4G%Eh7<mDZ^>zdL>L;qv_Y^!V{k
zXRlV?DkCB$lM9D4!C*EN#+^zkQ^}SRQOI(FCW9;Ff&8WZXlwuS;o}#N9-Zv&AV0Q(
z@L1CDk}Skh`A8xWh{Jtv(Ro!8i$Y*FYrGK`s#i-%U&e0>*^S_ycC*G6aKw{=eB6`q
z7%@Gz>m?Q`4|uH;ZUCmWLIUdsgv3g@gr|$y1`%72Tj~yhcmTbCspm8GoK+2HMT0v8
z*+JL^c9Ig0{uhYlgt&Gh+PSVCzB`BSGIu;8V4Fnn%5~W~rs&i(9*7Kz4L(k?<tY(6
zWbK5o%a8;MxJM~oM576j?sa6>U=%NO60(nt3C}L(T7?`7wQ2|bx8o`DZbXttM0DNN
zJlW1eSx0%~wZMIREo=lNF7ic5%^XB}B%BtQ4)>e{Y8)w*6%VgE(ZWF^N9OQdaK}au
zl$=6yNa8;pFnUbsjWV}E=0J_RUIO7937-A>;QuoOKNue31x};fX+}++68a5n-W4c;
zU4y$Fpgo8Rb2`u&J*KNb>m~HSP0S;Zc9K3fF%EnuXA0If$lVqYCJ)^kV;)L5l*BEN
z>=^KUik@TkK8q3i1VU@zZl4&VjSeG47A-KK#OPKVqAw54tkV}41}4Vu(&mQ8mr&6@
zGB(`TN4wVt&)oPh9o;db{R88)q3MzFX~fO-(+6(Rfb1hf^uAsw=TJIBrt#3r0pd|&
zv%b0k4nEK~)HSn1^M<d^m|j|)T3Vpb&C}8Nj_mw}Ii%E%O{2&a#qL<mvzA$+Wm1KQ
z7htoG`WpN>7>i8ALN3m%%whpBu{bq6jr_W0`uzIDA`WY21+QnW@Dx&m!x{;A^C5pF
z1T$9vI`*Q|o*~t%Xle^Jeb`M$8?k6T6yCD<jueg)q2pXYf@=t2=UT2<mKRLR^|JYT
z(fo4O^k&lZ*_7dW)q1Y+J@y2*g1&;^oh3yxn8rgDPlWLlvUi1Zlo;OW$O2@$I1W3T
zm-58nLxS&kJWxZ9z0F;+yAe@Kw(3qdnJ0V$>p^nW(Qvp3vXd16zTpT8-!Y$W#gp6M
z>9~-9bsZ=Vw;hG-Fu#-JdAzv`ivV}Y=_<kK2h$voJ>blb49?uS(c9lMurRr7RJqET
zy|}-e#BYF))SD3SOt_SfR0=U-zb(h>g*ZxJi^*_46)izsk1pn@FCX)lqFx|-4n#iW
z%VJ6&^X16#WMb}g+?@feN1d6ti_GV-H!nx?wRjP>IK<r5qot!tb3a$!MaX=y3MfCt
zd>$p^Tga|?aIv#@P^gsxnT#h{PZS<^wqHJabo~ISI1irGcaDn9y?mpYsvseAzt+4y
ze)Mz1)O>b<g4bVuxc=QwKKtsYKWX}7R;iWzxTzy%C1z+2tk;zo6>@C~u3648DL6(Y
z$Ee~N)I5`x>obbNDz-z#ws`g7TC(2ER&t?eHI;hw;Bl?qsaE$oTW8@&o6olCRWYBf
zY*t3R_DVK`?A!Bd?Rh$P98Eol=N=^rPolZUvBF8ZdPPp{Dpl>C7X;kv=%ax<{ztj?
z7pdllMEzZ&{sxC&ef4#!^djl6MSay&@&LiMHF)jYZ{e)ZlwKq<&*PQLRQpwa@3YGN
zKdC+Xi^h{Lo9LH0{-^T8e<~gmUpz^wKO_G4?+m`b<qLgpk-g{6=<v|INUZncIyQ};
z{j$TCRvUclT#ZO<<Zv~7p<aeE7nK`T=i7*ADr{u}S-a9EVTh!w_|@#Qs_bsP+bA(O
zl-97(pK_!B)S(qC;(?4tX63WAdX?9pa>=+_v%=DhXN%!PJ{*7k@JYK^(MjaaP5t|)
z&)*!MAQK)o_AMm9=kvvQEFB8wBH=PLG38<lL9(S%DOU^!6IQd&Y4szQ=AhDfRO_5>
z?}N5?3YemYLv}YN0NF^qkj&%~nP@QXv<3AV*u4#Kg`3nqmoefthLDf9DK%?IYMe!{
za9XrJs|GaFCTDMoRuw`Vfb|9j?|P7N3deO~06i+{H&kNorj%!pa)I@LcnsbRn80&a
zb(|F)dqu-pRr8rzd=}R3c$QoeaE#c<i@7E~+sNmb1YEO-|4~QRRnrN17Cs9$Kyz2^
zMos1c?gZaqYU{4!F*cWpTvDM+0-3!KdlRJ1hvle}QTWgfqrfO0LjaI;jPyBH?D~Z)
zlK}6@He(t9xX1f+>3r8uN3nIx;eqT_)Gg9zarr@Afj|?8`?%yFuOu#eEcZQKWY@`j
zdN~eZ>)_^HSnuLEwKxAS$PUCO`*$L)gZB-|e#8MsNPYKWfcmf-SZ73Los<j=H^o*M
z9`#ZyCi7~+rb-}Z&aWbkZFF#CY8+%0iZ}+&BG%qBQ;ccQ`H5L@<I&NH;StE;CdV+G
zCtkL>DS#y@fkgv5xH(4dAlNwYwa*cEJE@ZexYLIqkMDls*f?!?q<3(VhKh7Lt#_dJ
zR?nSJZ{7Oz=FLxU-MxL6P8&sa`@O#2o40R%`ss~3Ke#h=V`#Q#dbw{2>9$zl1J(iP
zn81&YjNiW5({tzEK>tvehL7Q?apcD>qJfqS>ZcYK#!=!nHB0ryECAebkkd1cIl%nJ
zDlUNe8_Vk)B<e9(tVJdSb#utaMS0F5ite$vU!I#rZ#$O$^UITq2&Y}1UW8hZzrkg$
zv1MYl#pp#>a)=nZf$ViZVqk%HKvlqK5Q*;1P_%|PMs%-O{r45l6Tmvxb;WgFacx&T
z8*#mH?5|n2H%uD>X5X%w-Y=Qot=L{mJ<qNFeII7sKA6->F7&v4<9frJe~s*9v5o`6
z4iG1>PBp}l*m=0vicawNK+TPuTk3cM)c76W7^!{#sEQASFli?XcZ}i@7z<1XJ;x}%
zdk1fbw+cm@(L{&L<SFADo&u4_^#%@V>0I6lE)1}*kHvO<_VmcW^o>vO*V(%`w`Mno
zYQ;mKb3BA#4Q$n`>2Nh2s^Da)lM5kO9(i;~m@nl(<dd~hx}J@eGt^0ftp{>3sO-F$
z&u4)6K=ufNGhJ!i#zE&Dg{TAgo{GDYNl!B6NhaNiq%)Cp#2bksieHg6x0NaF=F0o|
z>QS+FTyH<^Y$LJuxZY{UD+OOBA4qTIN~hb~SFq0?K00ab9u%9MER+CXK!sYSa@6j;
zK7Q~s1jxU?`peI+|MrKk{>PvH<W*-ktcR>6WLC#4s(@MM)bgDgo<qg8DLEDeIaVdt
zs^Zzye5;)0kT6YZf!Vp~3EBc~gHtcn=_MwQKA5OI2vi^Bwl7)-?|i;3=A1^wFa-Fn
zxWEz7B_f_$BGkzw53;#OnZj|Vc#<leCQ2tsDCO$UQ`Pfi<vdY-hSVD1dj`4mbujnq
zZ23A}ehGPey!tBHc$03v%QoKS>hE&ZH--Fzbmo4l@FZ2eNYr1%Yu6Crmph+TS|75&
z{o+Nea30E?`7)=$!bPg}1$6bzN55%4`Caque{Vngs(t>4=JS8~7Qp?^p8DP*yW5+{
z6*}=0qMnl`TUcZCOJSxkhIF==Qt9C#!3k+;x-eg0R>*7)y>FAFk}q)i46cAHlgl<W
zT8r82*6FNflOqyHxUJrR&9PO;whI+2F=aSSnwU`)l5q`6o+f1VmV$wDBzAuE2-Y*Z
z)|~Q3pX}@(cRGjVVy9eBhhn){3bye=Jb^gb{Z@UyRXu1|58L%-sSpcA?GW0Vyok!d
zLVPz@J;)U6u~a4yjd_A$hZl<Xd@@@vRx9~(I+pUeAOv-)6lQ|#A`^*x;TdGyO$86Y
zVL(fZf@el{oRn>lvh?I^=p@Wd@tT&qt|Nzuv&m;|3OPE&%ZPXy2nz))rI4i-u{XsW
zFn6PnWfZI%`0K!T6E^H3g6WvyLrq6U^c2J!Af%U2Xiiz)h<uLH(Lp3{5pvBqgs^{&
zzeGewByf}pPC%GGdA-nqI2tkEA>um4e4so?dPs(KIba=$uc%E|2leU@%y+Qek!&20
zbTWr00(+2jqOnK646)4P5fTpz$6U9J6(k+=1X4mLup<dagBV*eN@mHXzMEZ-))=)i
ztWt(`az6ogYJpD8+i@*KrtUgS<0W0}28Ac53-<)daT!4N>>;BxWRis;k2lL>CRx-d
zjo|1deoX1Ru&%&JgoOlJgH~wON$kLPokS~Q3K6~v?-+typl6@J@Efu>+#4OnnHe3P
z8X2A(0e_~0l0yOy!#itjmA$^gTp>Gp5O!qPV5^Q>Y~4}y23QBUlK>mspG0&Gv9u%V
zojx{-!90@V5l7eC*MIwNZ_m9xl)DZNkI`r&Lwy6cZ{7a%=BGcn_30-!fb6|9_vZA=
zn;BIC?>0mm1!u>$pRu?K?C!re*xS>8uXkXqe-z7cY|j_xmf?&W9>N#Fz5sQybF*VJ
zNT{1dAI>oTEHhZ<qi`N?g{)izJ3z-jh9cM@`qJp^`Xqxn$6TCUq0{F^=yMD6>zGC$
z3x8$|Ikro1_%Y@g3-cHetgts&GKs>Zceo+_@|D2ZgGhz-)_mBoyYonTcaaKpWV=;R
zo`5EFd*Ber&UHTDa9wUVE?CwJw&jXzeaR*rF|WYfH%!-T!>bj;+a=Rmw(VTw*mJlL
zE|+t<b9QgB3$nz|P9Zyy%zgB@r7eh{ab__a2MS|;jsy0M`$TjXta~FZf0XKjqY#{c
zxTgx1P10!s0CXaf2Xn^+9^ekJ_62L*B|F{_Z`Gyn*tS#cFzxPxc$|WDTnyCRzAA?K
zPB*OXTRNqS)<?g4=N@fvXk~fBW(gE?+gPAi3mp`^CPUD}BYLiuf)^)HN&6}(Zz<`4
zI<8cR;CD^Anr<|5?MkXvN>&PqGRmQ#uS0$vz@5N4ZvC*;q=POrIHzOYeB4!zI`UzA
z3RznO+}+89JC$&y;!Xg4tORXOq6mnu$MYD!?*ZH^%?Fjnv#riqd;5N&U5}J<-efTp
zM@-g}R_EFF!Q=Y&cD`0kma~{4M2e|Mwvx&}Xg1$GKKj|~i@*5d`d4qx{_vyMzj*dM
z>qr`8flXNu*%9!*8AKkv(7nlbskwH-+&NY`+bZMWAWaLu_w){<C*bgEB?^p>rUvKN
zreqAda%0sm6lC<9ZKJL&WJkEmRyF)ks}hG;YlPNlLoZm{6mu;)ZN%xW1!H@O!g0QJ
zQA7bv18Dv<UOI~v&l2VHRQ0lp?8vUKlwXu8(9C1c{-)4+n`@#7{yLGnh$Ww;5nfk1
zOCi#B`$K&D^Jx3?Wao>*_K&iS59QitwZ`X_#=Cs=1uXO7>~XYk7OPyvtJkUKPqN#;
zDjxi%^6>AfPySa@&9`ae&5o$cj}101hA{z4x_oh?+0Pej%9S>q-p69g6bhZgj=iu}
zA>QP#%N8eAxhs4=Q!L~v<TBmnrY)8%qDRtTa@y^FC(7UKzG^u2X7AV&2yAdfz)&7b
z!(}S03R@w744K@~)>bK*v}m*;r*o@Z-YQ|c?P+Gy`BWhlNfj_S$mREIl}9`6)5G0|
zyY2l}tx>FHqB*GATxP%58jg9A*#M%Vl38yw<q0Lc*uIA{p;#%AL4#X8U(Uzz<K}l+
zTqd0hmU+2QFXe-4qf?a}DOWE8?*^OZAa>gzCLwa0VwQ%S4Yi1==0g#O!`2G`&>Vx1
zi=zj=3m}ijL9Qno_wlS=K)q7HGT?{-Pw02U;h98SqY$(m1AM+!M)u~I8vvbQX-85G
zTyGf5Q#yH=;CLjvMk=rpW{naVYB>(s8|6uNU<&|+o`hqSAa{=ElJPx=tWlC2xvoFm
zuazTPGHTMqjp`^S>ZF4PD}KC>%tMGgV%|wG9n^OuY?g$|%7bXjr4B@KklbSwKqdo3
zAO~|j6?3QRj_#FyZ1A-RrlXDy);zg?Q|i-6eR?1`Chdx#K^`zr>vh87|0|IP?h}ZY
zKuQO!CkH4`0e!$Afu;^Rc{g}E_V3uat9V8^N3Y-_q|QVsBCLA3Q7y(_iiEke0jk@b
zqN6z-M4OJq^XM=P<TLa!Oyd`kIlr*D%2-)nTW2v>S<ID<b=b|8*OpQC%D@Dl0S_Bd
z;Q`js1p|K?oOF=ZW3CTm2XjYk>*zQ(_9%xL9O>=pyK}3zuXkXWHaa?tT|9Q&Q?x$X
z-JW|lZ{7J6EdFNi9BoFmDshR;v*R;Rw%@zcJJdh8FpC(R6>R4F?)3vo1_lQE`Ugf}
zQD0c*Ztx*=pB<fJFR(YJnT)CB$+79NVGI$LW>Gu8gg`qss_jr+3wA#~Hqm$I-o(J@
zMBm8V@Z`!2V|HqOl#X@6;>t1$dAbZV#mucz6>`kArS-MB6<h=G)_7vBd{b$4T4M;4
z@gr5nQ+8qwPj=8b7ew+@6^kG1@*wut4OgIJ_3o-&4`i+rx#v{oJ{8$d_|`KrmPd@d
z`8CV<mTh{wYPnjrTycyqw3f$iSIy^7Iea;bhrq6v91>OoZ9MFCZYT2U(=JEKfh<{P
z&gRbBP#+U0!^7$Zrv_X1Rh{6}fO3fC0PENe;1;<w-m2Y&ni%3_$7_i3Erba?m^)CO
z=;WjE?O>#Z`@SH^JDzG_I1gJKalIkXKG^DB2|!KfL7KfM@AMS$V!S}DF!tXY!rvxV
zA<K*F#!Xv3RY`<1nRq@It>q()T%?{2*WhO-$Q~%C{p1iCe6W}al{4W=E?O-n>ZMej
zNbIOvDDE<t<OgzCvd6rch#S$DIGHG>@z{g7(g8;@<V?iesU%U(XA|yplzf;>c+)Vy
zC&_I(8_bsDrDmqy&NUEocU0*h+OD0d76R$G3(?ldzAqlucJEhrJDFAql@~$$Vl1Xf
z$acO{EI;1rygz&Ri#O<MKmP0M=U@Hg=bdoTEOy{05x)e~5_0)1Wtml6i<)bOu1Uo;
zE1=|Io5dU}AIQ!#CS94NJ+5NOrU$2nddAl0`E$c-!-I^4fpylLVtG|PGr{A|N>&(r
zrATd68T4WZgQXixiA-g+xe|pOd<QMBCGRk#{q9DlaFT1k2*VlIf@$tm0*<*V0`6WV
ztDxSewQU60LPYl(F?ZSO>v;YunMWi1Wv22h4Rw73H8gK?o%fmc`*iDlruiXVe_w2T
zsI)%I*Ip-!mssLs)E|QgAEx`-i$vvhy80ng|2*6LVXpn-?~Is#%NP3Ia`seiI~=P<
zVn~ThTC9G(-X#&~(8g}qM4FrffpXDEG!cu4*!;BxmXM_q^0fFX<}f8vzDA=kTg<*}
zp=GuO9L}&Ab8>swVfG~~p&#y^7CY5t<Z>?a=Vw{0bzD#e5%>T?oealaCPdC!Ga(Gy
zQ~78#6AD$5sbZ#7%T=~2^@p9#)5E><2L~qyyL-)At&mFuGuVcsFwSiX_{_n8B@na*
zW6p5O7te*_`AEDNOO%tDdZtjzp%f;Y3?N_5>oR+62A^I9B^#<#byB`w2C6PF$@%cC
z8O6Y24BI!Ld*2kXG$Jr@a#T1Ufg70q^#O?USUT>;CI$Bd^!Y3uZ(|b&4|eb1vxFR6
z02l-~cmWta*922Jahwq*4yq0uH{$@@r2-o^?6}2)<YEAa+QQ=+0Bdo43fAr-E;4EL
z<on!!jm{?JB3jm?5JAjFbaCL|_$k&%0k~nEBBGH7m5|d*oLad{tMb92rj!$K$B|1R
zhWEhfMhxt-ph`lH5*~Sx2jhJ)z80kW7|!FxAp4{~p5*6X#s77kEASo5{Xlmek5qg;
zU>)Hzs<25((q#!Zr^f6=5>JSHm&?0>-4woml**H5iMZ~Y<H81n=ygRFD120WBaT{N
zBKkV98TK5c2gvv;&MJY$g~<gd$&n;8K0G=;J~~cEd>h#M=rq{u1WI60(h8f~5)sBD
zXa;Dx2!>0dZ02TgAWfg2oq_^wf*RLD&DNdOV@i*fcB+JBWRjG%4US<ai-SUTKsF9G
z^5ntZ!Tx(RjM?wpy4!o}9(vmshNqWCXGRB5R5w1<KY+~n5!x`iR_UW4iFb!+!##KJ
z-nnyUpnm|ez17)eXx<pZ3o?d?KgF6K!Y7W7!Cr@11S0R?++SRVw{L!qm;jI-Khi(6
zI6gDdGeEo3H#sssHGz(sg*6hsx58iNGm$zwhuj|a#yW2u<?nE{&#bW)5r8XH3Jq36
z*av#+1640NJOxh(6)o_-Wq|K)FX7QZL!hS%DmY)$<T=>%Jkk5lHUsds9|PP4P}A97
zaxAae=J#yN`!)OJvh4~euQs2%+_0Oaoc_GU0|>^i3xe$Az|!tU2Tj_8<4l9UBM=_Q
zZuJ&yfwDbRMH{RuP<Q#sk{t(kFpBqK@E&gC)*YzhL81ik*D*`S!JV$X9V|W=##Vhh
z8s7oLlUY5G9W`)NYE3ZG0LuFUExZOBc|ZQ7estF08m8D4-SN57-k!m`w+F|DrdJkN
z8krHv*yMz=xd^82NVllxanJ-8s^VmV1mEMnLL3=%!7_?t5`J6*RP%{iK3*%On&ou8
z7$<Zd<N9p4lnxe>e&};@QCAk=juAchd%&3pI^$ti5{(i#u)~M#u?Tp*6Vlv7&=w2f
zLuVrHNu>hWOekND<eQ{8zP_C!`}AB0EBkmRn5m^|oou_AY!;y~!dD68Qekvq6q<0=
zq3m_H^~LGIFJ3<V)vL>|e){vDoL(iZ5xv-<S4J?+Q{ji53&E;g!#AtBWWBCJiU`{*
zV3}7}HOQDMVlbi&N|z<f8Rqop+}!x$XfM5gV07p<ZMb)IXmpl7JU`wK)#qv@TF?qr
z5Pb4CL~4!64s%88@M!0>9Bo>p?u|JKV@AY=x>y&EBo6(>CzZlgvGcC9{h`u$n<m|J
z&x@^B$<k%21c}|-OyyN9cOK6_%hz9|O6Lg4p?35yQq>n}EZLjy5Lut^e37ocLf~z_
z`4;>7Wceypxysb95qe)}zePYj+G@HdTYdE{fcu?2^}R**M7-^F=M6eIr)+A44aQjB
zhKjwSOokddttS{rm5WuE-7z;gKRL1}U}<z3k4U(wl$b1=9)~#;^k?gh`(A&>>r0tU
ze*GqrTg*O{^SW}_IXakMTVu|$Q0%T!+H%2sI|J23TqV}Hj1DBdXF~C~H&~1(v0JaD
zGw5jBZ*D!_-G6q3sF|ZD2!yZK3#n8jfQndT-1)6qk8KmR?{2Tr6SDbI{uoC3^-Qjj
z&DOKoYC2O&rgO0*Qfs2#aKIUWr{1Rb8`Msf!~{$y$j&#&_*i_y$c7bp*T{wda}ADg
zLnC5q#5mBygN%0p`XfeDu+G$S)-`yFV0Rbj@d#7PUe|nmRGf7+m#OUnJ&&+{Fn6**
z$FN;Yl4`K{rVhZJP<2AyyT~r);~IdFcf69A&<U(V1&5zUTz-&kzGwsDJ&LvqyLL9B
zf1{2cQ8oyv1DA*E4VZ30KsSQlH9<Jgi3T1av=R^8>%_oLs$tM6Lyl7HBi=WmQ%ohy
z1O4HKLnkcO>#)X?QT*4Hb6qtZ1?xm;2ipD-**|8<f{7Ez{u;F*hR2AWXzD0g9UlKr
zWd9>rC#`TsxeI--UD~b@T2LQD9o(^Kq$afllS8$DDQ2&5)}bPsTS1`u41EfLGLsXd
z<D*01*yFT8w5m_hN2jrNpPeFcGz(~E$7*|O23azbP?%$gk64-MN%}aNThYu8SVw3)
z4u$U%cm!Mc@ezXKBLkxYy@RyAA^OlbfF9sG*gJUp=G~j0-nrX@Jo#RLd+(jTzMJ<3
zksSNUtvfewjnIb1$HuUT@40gqOLjm%#=k=YBe%iuZ``Ey_K)Kt0XcGa$Aq&i^|F*T
zygYG}Hq$=_2^_s|gifPlK2M_K=}^d_+m3-NfvM361m=(SV$e@R)!p*q^3o#a53AVG
zbC)^m^J|Qm<@MzaIQUts9L^F;yvkpnMP4nJNLjRguOsKj(wTI<6*0|5wYu8_VO!3P
zO*cm31l)n_bsV$zQ13f41fS^w&tQU+IL}1R=K=@WxdYr;Shd?;EZSbLm_8R<UYJ}v
zE*~xrAZxEuZ}LAOd&cd`fVsow)<t%3b~_qmK-kgqj@>$dn|$3G?hs^0;R_L9cW?(3
z9!dZ#$HCbNtOpz5?*Mlkd<Z}XxQC;Nj&B3m(KQc12e`xM9z+*B%5DO91etYk$w5(o
zd^~V=;)Q3gNqX-L-@P?7Mw?w*MBO0hbU7X@NByN#pqvd>a^V`m_h<u$;5&uv312Zm
zA$!c1k9uK_D`g@W#beWrnLJc><#GZ+H;rn#1tWYOgxX(-!5Qa7PelryG9fpDtrD>0
z1nn{4IDv9oEbK_)5M;N<0=6i1A^}?%C*h2en0nxQs@hD~D)CY#fM`2x7&FMWt>BA>
zG1AONJkSHf&w~c)@^-OwSSelXb$)*J^snAsefj>?AAa$R)7G9{2}`Ndpp429ZH;b6
z7<2d*71yZZ7$KsQV6Mp2vv{^>u$}VORLsp)`r5`EdwzV0c4v5`XQU7Fjo!f<x9|1z
z436|q_6<(1@uYj9^2Y4yNZ*K<BMArMg<S2~qsuKc*toJ9o?)D}c=MC~-n+w$WsXbZ
z=ZGyvO$>XVXy#$D^sL-`S#N#FS6}5SuTuG|bn!*Hd>P3;2_*058qX5N3*_PC8sOkB
z<0VAZy}+J5*ZB-5S$&nNUKiT$i=Fp?^<?Ry2wgpTX`4{xy~#G-esjJv`2LnJ^u0xP
z_Ntn_rrKDMNqC!<O|QccRDe1OZI#r%$B{}Wt3FQ%zeXlTX4jWQ8!IZA#AdffAVk4s
zZ6?+z<hGlQhYn}LYC&QoR=_6VhRV#-A4lr7t?jv`RVh<p)cO2=T%cydHos0`GO7_!
zi;|Z@E|SiM;^=PMZ`60I<p=HU$2)tc`-dm{2M@NkJ7rAZQyz!UY_uCyZk^1blUhv*
zE7E2nu3$DCFDKHqbgo@2LSom<=g_^L4o73&P{<h!kP~uQ2&`*mkf~$+trf9xAavIW
zF-`~jUe`kHM%}{KMxH`l3z^mP4Va~O59aU!4gi|a^Dc-3@r7I?c@Pwy!g|)4nzg2)
zj*`8uBFGLp&(iT>-p5Z9o2cV(1RS6|rt}2a1(4Da&?jh4fjd~diK6oa*}K{~OygzH
z%W;vAL!xg)EDX~C`f#j+utVPt;haaI@WN@XQoxuNlq1jvadz5})si$BV@Qt&rc1>r
zfrXFW3veg2om9dRg**|-6N5a-wUbFu^$sgsh`bM_$Ac{noSl@(%Hfp@=%|AbU6P|K
z^Fu^O$>X7p3mRp_uKq{Z{S9F!`*)l_hH`SBda(Nxlyzn$@ZCkp=b)TNt2^{O#0Lk1
zl16G)i;Z%DR>D<?*b-EzaMrl%REr9_)h9sPVe_U9&<FbHgZ<;fgX8q!3H%#{avsBL
zsM5jG!PRG`VR@UvJ{>`@!^2}kG%$3~b}F)l1mFPNDP+gC9d9r;gr>Eg0igNF0DSJF
z2!y|Ts~4;Fn>TxI-M;(jjoWasVXKbJnPCjzd-{5MdV25m4h;|Y_YdB=(|h+$Uw_}w
z*zhE+e+*IZJvVL*+`cz@mo|2r#u%E>u@uTB5u<Nr`X-Gtz9?Q`jrR=E?~N?bXK8l^
zQR=!lJ~v07!CV5Gz1gv;vHoEc*Yegm>~+>G<_)70izBnML$KYU<rZ1`%jlHht@B0r
zKf_?N7MQ$czMQKusXT5gYQKs;H&R?mL72XM(2D1Q?|{56XUCu$@QQj?i|;;=UGIOo
z>3^#9oJn10BF9sK<2lcM0jd0k`I=$5p0RwGGyiDA{6^t8vbdpk%Yg`Vksa?w2J*1K
z;Sn;BCkK`{i0JIDg56VepzjsCZz7p%dIC5N>JVfHngi1bZ4b8ybEl;80P#?y(>>uR
z=IwC0eFS$rML0Vd;A2Wp@@4_<n9_TFcmx*%HD8b*J7_yNI|O^Uy5Oux`tFR}`T_n@
zr&%i!hbdG_Z>OTofV&v;6q3FoNIKGG3(;l~4bPEAHdM<5DoG?;2g|8o8LM+h;}U^F
z0>&9o<`DdGWrWkh8CTDCTKVlpZmW`P=17T5E&@#VBqN?w#G4KS;-Pi`vfIJX<4CEE
zIMNX(hW06nyi@pYjrh<-WeP-Wk+>t8aK_TuF#0nYKiqQ(9Dq9(j)hRZ5H4geXYj_;
zfn+sRK-c6}p@_b!llIn|hxdPW_2kc9JpPBDfAPzAZ|ae(j%S2y6_@&2MNrDINZDZP
zP|z7AYZ~#IM#9n?UDbHv00TG17;F6A%*^n@Xy5qVAM~O_aNsVkLx=AUjP~}>25%43
zr&m-)r+ZyJ)ju&kF>Bg1HOs9h2Tz`~A0<tpkk-dv5f1c?-MQ1Vx-=E{IU-zDf6w5=
z0KBOj=7v_M4I<Gf5kHP6o>X9hE4|1RE;8kdc>akuzMCjLP86?lwKo{i=bCR*Rm||O
zQ}D+%-Xv<Tv+eifLwr{2Eo6A`)73if;xN=_&oBqbwBCJlz6Ef<v!}kd$j+EziP<Wn
z%I>iSy_Vpn#K>9{$hrC`YMUG>m^yW8Gq!ttmK>?n#1O6Wh5Xq2U_7<GReM}7A2}UK
zr!%FH+ofWQLShqcsMV|TT}L*S$_gc_s0}9clEV>Ei`7CV$Dq<@<Jnrag6?(HvNZFB
zW+B@t=Z;aay0Z<_$6=$@DOQRJm`x&1t4FW3s+DGy5MgC7q+4xTXAlwCkwhh(!6gBx
zdb^Zw6$z}TLZPtB=d*g;W}n*<@K{4u;&(I21<<GySvzlC&Bp<n1ANzU;7|j^>wxv3
z@F4OsWXAF_tEXn;e4s5R=OzN~)a;$RK^QuP>}1{!xW^nGES|j%WG4rNowuRIpq}jI
z3FS9ps|93-Or7969COqV9-DXE2eJd-v1BJhcmdctL3X?VLwoqpiS>*a%mc8)6Vn_O
zA}13<uZ~bznBYQMRTvfOYILT<&%Ox<9P(fzD0zW+L8lKR1{N4Cl{kUyP|m}XPBLdm
z;tf7GfDYD8Oxh7Hhxf;DUJi|1M5Br!dJbYdrOK~Tl5{)5*|Auc`}K-|K@kK`#{s5e
zy>24mawH#~AiD&*_m9(fqJjUKzyD7xzN@tZm;dJA1xS+DBc502fC*PGbsObg96Yiq
zap+_=wFrNAn=+n8hJ-qvT*MZ0*LbLbo1l-4j||g?XydejalrauKYgg5J~A*iI*8yJ
zfHl_Dkk74BB08#y9p>}Vk->qXek8aKOpJ~YaEIIt7CIQ+p=ci+!B`#w`=Nf?z1zKa
zZ}!}~eGd@dcc-5)^nMy`XbhP%aHikA+mBot7|$WFCqDG)Ns#$ZZ`{0j;|`X&Fw-+v
zxy)rQt#@o<6e068a*+T#d(Yr>|2TJ^wKlf2I55o^m=eu0#Y>#Yd!uM;of(}T>K&RI
zo}>?q(Rv0DCO_EQKSmqD?Fel06Y%xVVnmOa`h|NFqjzZY6DYD<nuNW5be6fmL=P-l
z<iO<xs{%PkrI$O<)$X-rz0N%H=%A(x!13)z2W$6`_!l6fms)n4y$74F<4yMywfjWj
zK9M<3P|Gf`pYiQy9LuwH<He#0sWqQXntrrse$TU=>73ihq6r{o7Jv@l8D%}g9DrEY
z5l4ei8Z^SV3J&VPy6*I#$sMV8O*dNG0tCTv0PEzs0(!ZRKo7Ww@{MTcK+L;?_i&8d
z0aYi<cg*UkXS?8zZ974BqO60@y%h>?;{u?|*?qwhMcawD9YVgj@s-}&gZFL?PLIxu
zIC8f&luy)Cp=!vTkGe2LFD8BEOt6*<H}a7t4(?=wwREtWfo48j#aNyoyC0S}?9kJ3
zKe$XD0X3Mzm*VwWx&?f%W!hlwaLi>wMbPT7n;dX<tlC4E!#k7U@>s-&DP)hj($v8t
zcsv2n2lPkm@sKqdFoy!>V9**4+QMObIPO6oMi#W4fO{lgisg&3Y&n*}N_)FlL2TDi
zqjTKadsMGq9W?&i^ZlQ{c<_&Z_M<OOp2m&-O|EHE8CFaEyfrNHOlo*u@SA5%EnQb@
z1m<M*%;u`C&MRhVYx5W%4a^SQ9`3zyZ?b=KaddW(Ha$HuJ3cf=zl{ssd8yhWpW`i0
ztte%hL^yG@ee~J++h(ws(s~nyz&w5K2cO<tSQxDrt$+KI7r#hXW@tnBSK4=n_UR|R
zw{KuYH90fM6Y_07Z!?oQE|#8`NIV^A`*9@mIF`FeVCP=K#Qqwicyj8mao~I}Y<~fW
zk5^tKD@0>o>AY=hy-Q|J{Nep*{#mN^F4cUOY`(?$&fxo7zR>p;*`+*%TB<dwjpj|0
zR<04SguHc;N(`Bq)})4u8Neh_%M8&_F^XiT=njIZ(HetN;|8d9@er{FZfAONK_KAi
z6jG#=Lo2Q{@%0^BN}|*V1ahYm)+!^LBT-A_VV9$lM;by7HEO%f=60=G&!&rs5Y}Dy
z+l7N#73MWGu*bb&M9m|MW>W)Lw;<(4vayMOmM)zy=0RRfEE9?3Vv$NF)hy;QH7KT%
z$w0_&b2$wTn+}mmF3YCdsBvrMNL4jRc))Hr(?QHh<_w@*$kGwc&cyg#4}F>pB6%UQ
z=3w}OL>vSk#F>D*n7}&l_am}XD|G_gIE0mB!%lH_Ap19m%hZ6&cenFhWaqPtIN<CA
zvQYs81}%o}y*r%87oryK-yk~=QaU@*W=Lo}%3qN4j9VgW?`qnK(;TTaRCY~Fi{^B4
zB3dm$b{vfc;2w}GJW8cksla;O0H;7$zYSPNl#NNBH0l!{n>bJk4_H?a!8{D|L{NvA
zJA}$Aktj<cI}+`nx2I@3z+Ef%;d=n46Jb1b?*Q~}8#`P!$eoi1%`z&Cjxw@!-EFw-
z!utRJ7Wn?n!A2fOD|BfD4n)@Aes^V$&q9tC+=%cb%6a&AsFCv2Xd;ksWP%NVI~U<G
zpy8yQZE$E}U~qf@HuC}c@F0DRHZg|G7x>Di8S|jEki;Wlei~7AbV%7Cj~nb8>Id2G
z9i<ImfImAqK0Q84AEu3u4B<7P^RTz~_1x{bai{lI?;wWZgJa{P2(X)3Vyul|?M|P9
zdmYU$2)#o<&D7)^ZE*PJjazqn`X=c!sA<#4H-&8J$~<eJXLNjW7IwG!rIppy4M^fq
z&OX#TJaB7ZYG`t9Xlij}1`K^-cmh>2kj>-GApyX9-s|au?G8EifN~-iL{H5y@#2BV
zFVbgM`lgURhiy9~gs6y}9w00piMSi<+_l+d<~)<XDpm<i7H!aNNqL<B_bmEJ1CW{d
ztLQ+-p`2)#R98KSaSPSWo*j+jNac8-bUacxp2(0P?|3RC;C{-novxXlF^t!9rq8F%
zKb*6E#<aauIUc#)br`zQ%<e*{9RYWuV0XET0CZ9Z--UGy<Q+watK@WJZ;s(W6X5O&
zw7mq`33KlvI{|kzu;btnY7P&KCYE+;4v#xH;N#f5<5@sFaGx5>w}V)<hr0v$4j5=8
zzKuP5AYAo_%G4o(d~71bJmoZf78h5LL##8FEt^JkNy9-_fYR2B5qcp(fqOcD4SN-s
zo(t7+psCA7VRox0g9x3=B?H9lhJwpD@ZFORkkNV^*%yFv0D3jm1aof{b^!57Upndr
zAIF$I62R2mfth^5Z;yK|v4AE1pT`P7j|0|m@K%0v#AgZzEYUF7J(B7jxD$=Lksgyp
zRAx4uE+_J>TxG9R-zii(x#DiI^03)CZttT({(iZ7R84>OWcyFAAN|dbUjO}1e{!{b
zq-Ck#ennCZqOIX-M=?F>>E&!Aw(VxQyLJCvAhOL~(K2U*ye0A4ENf|Mbp}}r_a<3m
zi}q=*khVB_m%cE#ICpDuZh_@Pny5FCie*Cna5+=?+3P>KpW4zbinOa@djH4|Zu}q|
zGyUKH*RTKI|MMUJpYwN&!J%89d~)XpH*fvm){ReY-umRm%^%zx>_-ja8XUd`ea7x+
z1;P&tmDiQV2eiYd3m5V1vqb)Rs&oa1d%SQ7B9CI(MD-PDdj{Bz5j}SFg{SfCai(w<
zjo*(Jp2eGQyC>Fo^DTh;ojvuvMfQyqwp1uHY#KF6&H5^HoOEoVJ5vB*<jO2(VPbiG
zi3Qs3b*JPqH;-+B4^F@7@!J#WU<LpF9p=d5JdelGV41$MBwSq-F3)r18?w43$`Xn>
zT*)Q}167qup^182JJsybertcbv0baxa*%o^vf*$xOn!1O&q5*%RPF(r*RFTy)fSc9
zq>vaCV!d3X!}`^x_Jr+`Y$#bwB#>NJN+n8}bUB;LMpF@Y$YXX}G*-RBtXEidPzxXf
zUjS9P9`<umiO${>vH<Q~SchbevZBMw#??y%@Wj~^Vh8l(auFqIBb*xIH^4E7IR)Zm
zy1q#c#B$Uv!Sw$M>mcvwy=AT_K;FL|$m4S{v<I@2f&51hhiVQ|I!NM)-;EG?P<32I
zU^qZV^whYX7~83^8fx%P8P&fIq=kZ=%;BX0xiqLz2eg_1P*@?uI2{4+h^&D<jSS)O
zH-#gEU0v>h_zk_8=->d;CpobY(NP_*SjKfz=oK=*0!6X10Pb|B@np{5Et(<OH6+uX
zTv`ZSS{U3Ympba(tkkh7!!{)>Y@pu%3E6*qAA|a?js0sgJJ>zp^@Q4^v_ecW<N@xR
zLZY>!xIf1G5chg?a`a7Gq#TS>G!l+l!cmIZauEv^fl@vjlX<M0R~aZt8J(ORq0iFk
zB(M(MtO%2z#10*y?=!%3+@Y4~<1-Uu^V7uYJ^_6Yt)D{nk@;x^x*<#+IyUkG6u^y-
zj1W28T?EtsTPGK1V4Yiq6&>hIN5(r|0+k%HZ3ag%cps-v-@S47_9u5Hh9*TDVvE*h
zR9l!!oCz561}8x72gfF`jap%H<`-ATaWO!n--D#?E^X-E@M!-CGVB)S8IZ(}&=F=g
zhp$3pePf8%n_0kaeQ9M4);%caCuirzXRvk`F0(8g)%wip>@0&uqmSMjWsWmsD}0RN
z8B6QaqtoE>Yl|ESS8LSx+_rSUQw(@9lgG{-F|$O(PL}N50}q<N><(1S-Yu>3K<zkG
zIUlNACrbA-ne&<0@f0(8p5tu8_KazMvts_7VSBr1f46RbD|I}#dv=3?!Z*n7LVApk
zi0}~+(><W-c1OXE4q1EA=>+Iwf!=iaTP}aQJCLUq0UrnQn8tSxMDpDYJC^KJx-3bO
z?~dPzD!@Zzb-;ZpQl21t*T#-JKz6WuvU88rgVAa@R*%G6(Zm*#ZCZ`{9#@!$Va5_e
zCg6qLt`;_Tr5cpy)N-7FJ5C%B?=7YL6~f;sWY0wrBi~4c$_alV4UumUnz}5R$s?B<
zqjek-CZ9_Ba@i30d###o*3yj<R^*{9Y&&6RoN#t$GU!P9Yzem|>bE3(=7iT2^O~Yw
zQ^acy`z*Ksz!pC4G2@XKUJ$eq79X&L{T670<GEliAI;@4-pmyD(CXgVdi4LX_g=xV
zrssL!oP?YjxzXrubj~@U1G>>U{GAif0i6>X>EPrub8?O|X977SMXF@cvMf<DExIg<
zoZ-xn6e*Fm*H)EXzS!ETz1!N0z1ge1+~@ln=Ww*Hoy)1YaMfGQAAcv11)k@7-}edq
z{Y%aErB>&i{lmNGuiQPla%=zKM!)^&V*fk$um8!jdq4T!cmCqlhlg8r=yokiuiue%
zS(2c{8{}SqJH+g8eGDX;jn?(BE2~)5uqN3{lPfE;?8WirnKQH6CH_@cuB`K~POb8$
zd0K|#+&RWFQz+xB9Tu0vwi)zB-#LHt(eeE-guNUkb9#Pgbg0}+{2%}4Z~veF{lENg
z&FlJwrQtKD;U39eW({L=_10TwPMtb?>h$RFq(SSXLY1Je;dE5J-k#UfD^+izcItPU
z-N)VicRO&V?L5OSzCybA7gf;hx-V;B)bG8FWiBdpNnZ#dUAJp{FH8Mbs3Kio8+?Do
z7ky)q-D2L<s4X&?ZjC2f6DU+#o6+JE%WP7mO97;2iJ`ikXE6CZjlmd3OQ_Sj&8AH&
zyhOA}hjD?XA{Oe_IFJz=<YJ>*W?478W4?IJo0Mp^LXq4o&}~{a^QrW4d*|9g?O?Zg
z<@m5!sv@H;>WOYebEOo**ANaHNChHsNax&?XCnkyHybuh8mC3;wCP;_^+>{#D#W(x
zTcvKLyxZ78?_Vtxx6;7$M8FYoufui*igk}oj|etGeb-^rjqN#j@7S$FlTP>PXxK^5
z4ni9EoLa9@>jkotqQz+7vBS5`fSowqm=pH<38rIdz6q2k{rj61UO`y#UoJvd5M$N8
zft%#@|HGbrfZYQ?$0L3u<9cktPUZt7wtiq72NE4EX@?2?Ah8_|^Ca~ZCNmb2=9Vz(
zp=FCY*5Mo*!vVmoMOHhca9FV+K885QTF59q0&usH;24taf&%~^;bI3?ycKji{UAJ!
z+yrNy(C2{WG=mP@c$!Ct&mkX0KgJ-FcN$^@snMs?6|iJb!F43K{r@660r8Vr{a|AM
zho!vRl-x9)6hv?yqI@TXYdqyb3Lfzv@UCkhQ6!zaNo6;yZC2fe!-B*;r&+bGlW0|Z
zxqM9w!#eRAU(Dz8Ryo`iHW$vcAe}RrT#)66YYkX)i%_uhIPiX5T4gSvxU0*2E(?zB
z@Q~$kR$yL({+)>+RR#n0bl9^m%`Jm93Z*&8d0FLSRL-1PLh>3|`gjT>d}O|CC>@eT
z$>P`|dzPaU>+O1nQmmezhP%$<D4PBW#`pvS7vtkIjHv~j2N)A%k3Tg!&6u1+?@xGq
zfN`t^pm&4HewoW%W+Qz@E|$rp@TK8QO-zjqje<ufX7TI_Bc*pOjLk8i!ovVzasea#
zsKLFVwz3A~f)#|?$rKW^#pw5Ya*1dy1C}_9;|P7d6OXsi#$s%aNj28c(IjcQgQ){|
z;^GE%(Lr6sK;9mIXrUe$!}s*zdm8GlDso>Pcvs_pUmkuU3O^ME-qQx2d8jKmBoJgz
zw@DFX?;wda5^Yn_4i#+^WDhsOp?W0PphB%Eh4#5mCHJTlXz(<Tj^6U4Plxc0hILrz
zkY1jw)Uh!q9<zO#DMyeUXg(OolbL*~hZi6Nj*fxDHF2}a<<YPc1zbAU%jCPT;sLTl
z@LnumfD3x9eq1Ot3dFjq1S-x!t==zGTB$-Qj)8pRO>M`}#kWgI$lvH`e4e!JJ0PWJ
zn$@jtCEtRVEJpEQ)0IK419?7Ph4mbyZ3U#fB`b(%uftTf(rXvn)m#mCw%}kBt7NH4
zDzcLZl~Mt^{J{4@(!ZVb1MBlC4B<oD$zUmg0Sj>7zn$>rV(xU@lgfv;Yw2peP;c!t
zK$$}d#;wC6gu1@ng=1~+YNvl||NP^NSDswDeDC1!*6!~8!~G9$y#2%HPk;RFkN)`a
zv(#qBB0+1Ec9|0zsYfk^!$!~`hn0ta-4VTd@j<V=?^10D=Xu<DxGStNXV^>Qtkuz3
z4@<tzR;<o(_zb>yRy4&}U7A>3n84JFr&Jj1HebM<xX`}(t-IeUhqky2OxQWCyHr2?
zvnT)eKmO`}jU8{9oY0agM6$J2_SvB`!>3P;4WB;q)?4Gl6H18=DWdB}7<7anzr|W`
z9UfNRQarw!%UvuK-`=U-Yqp+ty6?6-@3nT{-)TKBfo9)-w|Dd^p1UYfN7h}%YWsHM
z04{c~-qcqB?$`FzHx}8Qn@PRVE0&tqggTws8%|W6{_W`nC6l|(Tb8nCSFr?SOfB;H
z8l}oD5<8?)3r+$`kyg%C%hptUwoD?@3i&D_PbKE5EZU7=AQARO>}ztKLT0hRr4-if
zTm5GJ=27eVex+3@*NSDz6Lsj^@El8ca^Q|a#g_ENV%|v99}D}E-c6{kuz-g4e8aAD
zdCXpy-V@n~loIfbs`Tqfh$|pXCLO~Uh2bU#pA$IYm{lGVrt8Eg#-pb<<B*}jPX@v<
zq8(Ea8yVVG4jwYZ^4((an|0W317XpdgY8Df=IF1X4WW^pMsottCzuXS9p>`{g=rwB
z73(KJkJpp8D2S~MF32>VwEVA;T1^fNKyb2KA4uU|FWd*6yNRCv(|dL@jR$v*Hj4uX
zKH;)viK#mgpe3D-BzSS~l0}PcF@g*qwwodw5TP3rR(-;%Ll%6BzQ#H}x^9jF*3rL%
z4o3qwL~!6p<Xrarh9ze=Wo<CBGb33BnKC3+W}uQIx;fa+qgAJg_ar~g5;KE|2iI90
zg_t(LG?3kg2|R@Ah6Fq@$m44v8$Evi0}~#IKN!f<Ji6CS{RxRK<~D*hk4Zjgc<{T<
z3^09@<iWwg2FQ+73z+8+pFk|!tvVbdoi_a@q;L+<=1GE#+o9c9SFIamI<-h4<-;(Z
zk7j|jh&eby(^t4?-r+FM1o<4zHetH2EX~4!j?Y~Y@*shSZ~F=W6_2p6S!K?zKuI@`
zh8)qZpvTXECO3oT8aXUzqi2^{jAhR3ib1M1!T%K`cAnUvvs8kWpf)IE2-y>C2-USh
zjesS9ZQTelyP2FCXN(O`jt@<etoCK@()1!yUFJp^6XzxfPj7-THi}*342}(O<H6^%
zr<b`4NV0?9oCLY>^K%PhqvH_EBZ`hWHOFNv$>!L@r$@$T7sjUW+?;_a2`X$Bu?}W9
zVv&?j#tULDM<ErP!FcfjCZanCg`opex&ZfB91C%>gC@vM_w3=!fj4>Vj2=6vD;osa
zADAQe^`Seu;2llmwu-u^^S?CuUT8vh#DRMP&r7-InJsuV6mLaRE$TJ0Q$%40=eI!-
zqnJ>r9tzgO{(2<PjE1|>7(w<3Y1>bb9l|$s?gZSiM#qvJk~g|%AFR}AJv#*Kg!Fzg
zpQjsnTJ26q0-(<gdUjkx^#<t2+8qo!?AcKm%VRj7Lk?{2{C4qpd%L$&Z1!rPly?ux
zwN9#pINR+=B~LX5wH0k{gHso472@q;qEk$^%CMx%_kiqx^7=MVz5@d~6pifgrfwD!
z2!pO{!=NTsA_d2}^iH?j=@i@bJa+M9ZcnuB6y)uY>sHXPqf)2<sz4X|^eupUGPsin
zA`+{d3YOAAJcZ$WHXq(XGHh+T)~U6QI=!oV{Tusxh?Tk3-@o43J+8Gc)>;n^4nMeY
z>)ydJyyb884jvqy|JJP=fA!IOKmN|Q@9f`P7h7G3X)wn0ihxEQ&?$m)!3HAUC~Eua
z`5VQ^wwf(j9ECV@hB1bP5Qj6%U!I&}PB7-D=ND#}oGA`tYIS0kEgt8>%4T+Eg~=3%
z#Co01UCQ;o{q*}mvwr~sk<)L@E>4ESwtsv3?*Fy*sI(qHkTHa!(^C_thfbY4g`xae
zxI5t}E#@hJ4&pVnT&P!y4QiQ5EHIl4LHx_JZcgg8p!jZwgZug1&8^(+o!XO9^>MZJ
zytDTT`LKoBtwjC;l|3l6ZXjZ&*m-wQrSAXSvwxLSjnNpeU>|J>>GU3*!D}!F#WKg_
zw2;L%un}j4f0O2zOY_LuPzZQx#x$F?j7^_-jV0!>q=0qqszl6JDa3m5nnEd5`|JTE
ztD4k$15aW{hmWaWZU+OU!*=IVx4Bm>=Ax;PD`?lctZJ82AAqU2-%f!S7xyJn!E_p-
ztbwd|15RjO1hN3Nz3Tyw*%#Re=Mh4g-`TAoHXR<1`A8t@b_8t}k4Zxsa3D1?byvfH
z-K!@6N_t^}u<&??*$dg52aLq+4W6rL=gDgZ>^L%Sm%G(+JbJZqNIrvlWr%>g+^5AI
zklSH6LwIfwo=41jc(WtDWx%Y%ES($-2qF{m8%XcyxM{jO5w8V7hockHPaf$vl8APE
z6jtp7e39}-`^nSvc*x%n?MlHq1`Kwv+3^RDsk@6Lr)ONmWsa27k;eZQz=yXXag~N(
zP~7dNl+BO?xT6_|md$2B^9~IoX~Q9ACmVAs`4Q)2vQh^J-V98~Og;rzciEA>o`r=S
z35<iY4N@c!CxO{Jc^3(a#Rca7n8`a0;JSm}hUPj&tY*+|8xn4mk<8Tr;uy0-*glAG
z#Q^}A{?7pYWL!_*d`+7t_BCWpPYCvO3y=By>oUb%kj|N+n<ff`I>MGW23*j;)66=D
z!RsXDcIX^tFzZALA$yGtK^(GB7Xa(%gwg!2vLSd|nq@9AR+zI3vy<qVS<HEo$qF>*
zFok?J9wCxvGZ*Pm{Os}^(YDXSeQtDW{2a*bBk-k}n_x^0L%g;uT~(y~7?$P~0ySrO
zO)1rQ%mItcCSDYa7KCzyD6NV?gafRPV4goQizV;s5{JFSf&3hjJv_z1DPv}7^4$3N
z+0n`2iQ&`3_!juXBX50iYH@LLVFma;2V*+oaz8)2Fg-avJ~B2jJT@^jGJ5LFIK+3u
z6Qg5O6O(Y=T@iC3^;fF}N;vfiMKUEzj8GdsQ^Z;pu1jo9N1?WXyu~_3@sPJeejdj{
z9Ak6n+~Kbd)_SUk3MKZuvEvQunk{z28oz0Y-7-b)7y=J;!3Wy#L!JMb)(-{TeM#V<
z$p1nfc!5E^D|R6U<#?t`Wp*P7a7h5!F^Y%TdoxJ2!c;pLt_Oov_*H~LRf+;r9dfol
z2J(bThqfK=G=!OtWH(IUF?*+raO3eZXzjZRaOAS+==(^q0T}>fzhrtZk%TV|I(lr_
z4|4e<^yzS|N#cYMZGc69v3x3rx8S|qB%LDz^bf>pNf6txtu9vg8f~!3>*+!+kS;{9
z;Kp3NL02944ou&UxAM{E79c*+Dx_M)G=}i)GQgeq&_eY_s+4VlM+bu%tlhz^BVu-#
z(GiHR6caUMyq1#n64G619~%(oQs~x$JLzyW=Gg+Wr-LPo+%bVCQn&~TJv+wo+le5g
zaD;9L{X3X-nP5H}%I727)oi7=)4I^=z1{EM-rGeK?5+MDBIJ%Lox`2R^>zns``yC}
zcMmS!?jPOg_Mcq1_=Cp}e)O&P|NO(3c~90R4LLM$zzE>qMuR+{7H*mqo=)rh&URfd
zQ_qe~;E!s0e0uooI5tFrRrnZl@PCn+>BXg4wCc>^VaDX-l5mQ<I=8mWSY4Q6E;85x
zw$fz@wF`Uea@)!@Yy9lQ*`afDOA}ZG{`Z@&Dq7ph_!Rz7&yf-QTO%_V>)VAg3r13F
zt6aHIp%v>@BCS%4$&!%ISLsw6YO!4@aL9!&vCu7+_^po8hO6Qaoc9Hesl=sx;hpl%
z?RMkwE)3`EcZtni`{7pmF<p=F__a0WU-3oX*q&Xh+Hl&VL0{JGgqQ3FcU8$;6mwRU
zLcX5EhIgd^zF43P;oL<VU`o_7twyGminP2n6=zk(<H%(&t`?{je5FZY4BGuZ>!wAe
zi)?z~3s=h_p9M0^TDw@Q=8CyUDq!<jp<|MmO<;OxTvpwt-RSn%{ggij=1C^BMY)kL
z?6+xL@DC4d#9&doVenuM-`uJ;@->`|f&P9M)ZBif&ZE<Shz^Ask%!Y@O8i<+hTde>
z?FDKBng`->JOYc!O$BW6NQ;f7IT-J-kfn`eJz6;$_JB?q)Jpw2nIB=S<NyG$22vBB
z8Q8VO44NQ4MIZ3qv5qH%c6{{-aI0~C0F<AkwhhMngK!pdHXvA!t~>-g8hWiyT<L)I
zu#U%&$_zU=qB@86JYj;16jIblIQvQa{N;<m%-m{9q1GWwHzZ&tZ`Q?efgf=bZWSo2
z3D*#(!zY&L)A6IlkVLi%ylQcTz>J;f+UUd?FyV<!4MJcwBz6|Mc;a72U_D8=e8xD6
z#@si<b2Q@wkxBo)j*gp5+QEMVr|vap9<Rg>Jqji~y><um4~lg0uMwY|2L{))4(<=M
zdHe{V$5Z4!bn!+g;}94J@jD7pumOi2q+gFi@3v`y>?R<)XqCrVV4kF>Ewf=Xhdnz)
za7-qw+ozXTW)|o0&(_4s@*I!1ioiJZ_6U0&%;Dib&w`MSF~@|h>-_RO{O6F~2Fse^
z$%%90Q)l7gG0&W0%h>v)AG6b<oUdojveERfvW4)l=d*;ci;=S>A|`(oCilpdCB`_2
zq>;iS4)Qci2=M<Mpgc(IxR@TD965b%{4Ch^W0(wJCV;X0+}!dMa$zRt(YdeAGQpa|
zW?*7`;@nx-*Pl6ehScczBsK=*ms!AnJpoGu3mmajAd}$)z9!Nw2>k+sf+Ja3<akBa
zd(P&usho^75{ZE}4b%7&SdYZo5je&qcjF0Uv9*HH^Ulb13w7Nbzh+IoLqgj_PtAd6
zrr={;;IR@hG5+V0;B#r{g@Ssaj=r$O?j~RegUs~IK`6Bsg4taR;cig6)%}rrnCgU(
z!yc{#!sTG39FA5oBEYUZk=loMJxKCVu<26p$?3-veQ4H_sl60v^W+6IX+I6Cx;B+Y
z;OuTJw;M@!Af1aPu&jrbO+TH1DGjvk;KLu`T?vfnqgCY4fh3;--3}@_IMZ%{dWSB)
z6N=~3`9h^!?o=vBJgH@|+D^p$>0A<KarJzxnUA#q?f`V8lN6F2avf`JA=WM4$i?f(
zjsdb4GOcp1T|)v|p@)o^Law%zs^pWE0&Hqv#ew{a1lIJ;Qlg!YG%}$IXz<v-!&?S4
zc)B+SF}?w0$3Q+CE@#7d+|E(k+wlUFzxik`70e_9nRGBq-z4pSE`t4g4oo}<-@4n4
z<67sP-tN8q{@uO38{OS2P4w*jLx6jwex=pBb8!5S;QRS^dVO^C&n`g+_u$|C@$<(Q
zZu!*74Q14+3)(bZGjgRR9<$7SVecKY!M3z8zp}h26^qphjYJ>=_XHvl{;G(x$Y(F`
z*o*w78P?>`%-s0m(lm3K!D7v@m{ZFOV+%lh0aId>+pHS5oM&8|=8r=wH!%b{$X~yB
za61^$&CJf6Iz4=LWNKwa>Iz2l&mF$z9L~3_Rh!=K1D_fcYo$Rf<Oqcthskdg+x0?_
zV>k5%x8CMSmuiW8!C~FeY4QdbYB{!i?rN4gU)#P{EZyF2-q~*7-)=obZK2u^zXEW-
zwx_<a$Zj%t9oDeNmGHS!5T3gn*sJ<AN{2{bSmTO8>qUGPhsB$nnn$CPj$tg-tZY{U
zo|r;v=CEXZt^zw0DNmsht8JQfht3voxVK`-VlrDw=D>0<Ci2DPR-Veny)nNH4r30z
z#DGb@lCRUtteCR8ZNZQy8bg?>D-IlYTLL!SrcLYGv;^>@&lbit^dMUl_$O(fJ!~_0
z3@V3K>A;ypr*=VFPDb45&_PI}H`hRI8n_93tL2!blfD~8kKD;qfP2i?bt=17X;&+3
zDjAmJHl+k*r&;cU$Tp&eGr}%j>(r~AT9r$O0Xyv=M}G@x=Leq*a6c)cQYU0Nx&nB_
zkC^alkQzf?Jop9h%MevNARdqS&FRlUQVhU7Y{X0e!D_~Y*$i06Dk=jACho6aD%wLH
z#|$v>VgPiL7Ke=}{Nx7(S9y~T_hB0g97mW7-iuK{gnn1lsKJXPde8~rhog@mXy#;%
zP7-J6n0RPlVUME=oA5@A6d;GkYCszS$(BZ2g2k^vJd4!Gpgo7e1;O;!W^@FvX=>a*
zL-xVMo}3T{CN=}m2g=83k$VgXPU=J!M?zpRuE!^A=%@`H9qDd>rws(}Akv2%x**)@
z>^dO36WMS^g%N*#3cgf^+;bLx1yd%*0&@{P^D^Aw@y`<yUy$4eCmO`IaX6s6&ofsR
z`0#dxP0Y$7*~KrT-(O_TEs*?|@#(pVSxn%OhmJ-Y8Lt+lNybs~7G+|#PQulJSqi2c
z7ri!HDB{c2V#Fw@lx&H3nTJKZU`;5MDrI6NkbM;+{3#qLV1fhm70E>k+?->~pF_IL
zS?KE~W~S#rj3=42ORRCM0LB>76@gZ)8aoU3`KfbfhR&SAKohWjc5HYAM0)-TPsx>n
zJ;+<bSq6hO9(ReOSP^1bFIg6tMH(p|hi$P-Vc*{@*EfpMNHv-4CV}H51g#MPYdwa*
z6fDPq?A-)>T@uYe^l&3|%^ZBk6nSSoam$u?V2?hvMxL0%4~-<Z9T{-XWPxYW;4@k9
znLPB&5V-@ehG8r)I+E;>2>^}k5opc8or|<W7|2Izp-3e}!9%_R5gf+s0CAcjkA@wv
z4&S-mSR6--ej?FN0^jKcI%Mgw6cD+IqOifwbb;&udNlH+XunxvGfQve$=V%0)|qY!
zB0gH4pU57huyfBN0IruxHFNoLal6#2R2y5{X<yL4z7hAuVEmqr1KAtf2`JXv!1t|q
ztDM;_rg{X{<82^2WO1l%IL+pe_lm@~Hso@(;%>FrtrR;jdPRyWOyfz`TM}8WP1=^W
zQ$W{GRr6FCD|qnhK!8sLwsT=P%60|~JCHp?o7I3~S4b2~>2fiNRvn<9N%&I0cYu2#
zQKmU~q@&-C7HjEBztp<Y?qL*v8#8(A*_*vfwcgQAYp+zfP;I`md+^}+^8ND{Z}#^Q
z6nkrT@A>5`|LWzlAARe?cCxgo32$iP4sFB;8!nmCuAxea8vdkt%gms2V>^-Die~Eh
zs@LjVn3&=$az$(zj|qIo9~EzD8jcD}Gb6K$(1}jM7jbD}YGrnUIWxY@S`^787M0u~
z<QZ2MM9WjlsukYjTKkU=4wG`Za26zNrQY8xUHOxC|6i{0!;=%7wH2{mX18l1>*|PH
zXj)uY(JLLu*LE3vN`Ve;iU=Orzkc{9fAQVtuWp4libh4;WQeMDexV4;qkzu|wM9Rc
zJ;)T^*(yES-g#22KQA|5er@pm6<_p?MRpEL!RKleGAlgjC@3$oEmS19g&*zfZmVTO
zuQ793d}w>QE8Kh{--Z;u(gw*5{P{Ju4CD$POJq=(TqdW_=80?u^D+F<<3yTH2BQgo
zEEP;91F6VnbkmG(eZ#CUYeae=J5=)qx!q+6gxqloFYw2mX1@&v??mOaVK;a@wvc~=
za;*m}8m9}UWO^hLZo<@EBekieR<+!&mfKV)nFD<{%~~e{^MMi#Om%SAag96VDMEFl
z+3YfMA3ti90PA&)(xR5Ht7K-S)C}s8Tw)rOQe@T19pLYo^-hD<u2HTl<@ig+1yG*o
z&;iFd9t_S8gY7vU$w7jI$j~LnFSDtVZ7QW88N$2{zrbMT57FG<q(RJT@HzA%z@vfe
zo$%yC2E@L=@l_u)nt<<Uu?L_WHX<G7r0^P2m>~ex0p$h_rB_GvsxTgLjlxZ|@T8G9
zMDYoDqd^-UJOyOO*ue;ITR{2i0<4obIXwk;3lrjB0sR;z=tD-F3UrYHvZL3g=j~|B
z(*ausX#S-_t4=~)0mt;t{mULTuh;AJG@gd_D6Mp(Tza_6l4l2KPJ7lx@kswjdUl*8
z$SbuGhn84n!odb@yT?L~1WrR_Lx=b(pH1V&c*mx30N=r>(@3;Jwum{qGLKC(V|In)
zwj=OmY8Kl>#snaCes&UuHcNnQCR{a<3WG=tg6yk{%dCYZfIHG!8RJtp7_6;u;Rq+<
zz%~xYnlJ{5QjTVIPBb^pT4t;Xxw4hT)it&VlsTK$x@p+3!Q!4JWKJ&<pP3a9?}Th7
zF_)VhMR?pe1a#=%WkNZ?ox|Zx&Ca0#pPZVRnwlLOodjgBuB^>W%})<ci<Z{3Vl`Oz
zNSec7{~S@(jm}I>&rVLGqhA`ILrjcd8EXVW|Hr?O(<9h}vZlvp=Vq2xAhBn1uql9R
zjo%UqI@3P?Rx;j6#d}ez6$;nG5k$J6g9g>S3k*$W5VO(_#m~D!Z<~C#_5Ryt>Yg?B
zz#e;Kk3O(Q?wP~)4REaqK9UEXNc~SGzNcdE6Se;iENcMG#8Zy2;)yj4;2Z8VK=xpm
zjOB?_4OI(9(79KF<V!I(Aec@8(`i_z@GHehCyoNX4{YJ%sct0E3Q%=aIDu6@@tjBY
zE7_-KK$!!$(;~Y#NdAC(#J~2oppwH;0Uwpb)*dEx`-p2##T%)3rB<poi<MSkrxZ(5
z4zJJbPWrQ@Y$q0}q$q^Bpf_)2qK#|}t#@}j*#X?=kP?fu)&a67Tg7a98y>T;k>4U?
z`SMn~TI>PecedJvbREcEOv7ZpU4iF(x?N7T3-LN8^979SVO#^EdkACyokF~k4q^z8
zQ9SNo@Q$7x$X?#bfO=OcCU>&ot++20_ogy%t%-w`2f;g(aiG}cA&aYJYe%*2jsE@}
zkmayvZ}l!!+lS>kko{=qq;0={{=)73!?!!VYt8np?*2zt@BjEa&)&a%A!>_QrBREV
z(#tl?>P@38$ere`j4wE~hP2O@@dnbKNGY1{mm4;vW_favHH$wf%)YqX#WfaVb#Y>8
z;>;vtcy@AlcKGb{xidIw!jf@zbYyvMme1j6<cbZIYE!mmR?NuV0u!bxy+|<QkEBZ1
zTQ@%KUjLod(mi*2ZDE?toMFz4%*~9fEKUpO86@DTn#o2t-R${=(V^iL&YCZlxPJfs
zU;gN?-hcAaDavS9;bpqB>1`U;iwZ?fqbMq5d8I0AUf<btcl@D)Sn6_i`^HxQ?$`Fz
zHx}8kJ(q~|TD8OJ2vd=*OuCv$RU)CB*By^Vav+}sy%dMJHaj^h=82>{3ATGO#8SYj
zTBJutj7eja^Hmy=S})VNEgL&&63dc~z%IiZaC$(1PX>}vPtr%654~ok1JT<$kdGu5
zz09_*^|-AOXwQAl@P@^0R&5yMHq^St<uV7nwusvr#zxhmacP8hCEunL*wu7Qs!jo)
zH-}PYl}Su8@w!3`3phCG5idBo*e(+xx5$nkK~pFA{y!i)eFs1fOh;KyN^ZkZfiAmF
zMy%>cf(#mVjYFffD&+uoH263YkOrJaZMf0_z6nwf3fC$bZVv7fWIrhxIQC>IK=$%<
zw@$VL#B6qu^)|SPz5EGe6BO1Ga5ouF$m$rX6M{NgY`VE7K#XxZ++yj7Rg&(CW?x5<
zN4n6?uY*=cr@+A6hFHkL93B!^119!xqKgi~*)ieA1wI@Xkgg*SZk@!t<II5RLD&Rp
zJzi;yA-5eQTfYsPloTG3CpEB?dGq*s(ta{>A1vGl!+Bf};QI}TqYVdML%=@po_%wF
zfbaBVU~m|Cqlu%O25OUZ>#(wk`>dp$r$L_r;@dP>+<0u-O*<)<Nx80;=p<`W;4-Lm
zi)e_aCV=Viv00jffB57A+V<r+*6Jb~%lK7Tvd@8Bw~D1TEa(>&*-MzyqjLw=b3|ML
ze{~JRc@EsTSc0Xg<+Wvzkgeb{B`fo5E6AdmUx7*;`*AqCI(0Um(W&LjVF}9^of2@s
z(&u4j4r$x`%mR>od}spZHqg!Sv8!C=&do1QAVO|v<jkqFXWu$IKLIB?E_;^67@lGb
zPYRZiR4Z7V$M;E?ODi)|43Ol<hel_|XD82&Gp7*{kKsP@Y{gK)j}9STZiYEFPXgj#
zowLjqF7u^pN}1MX*^K%(GqFfB4uX25O+_F>13ex+dy6)sYp1iYScj4Ov6p&h-GA5M
zeP9gSH;3=Rvc^i?vPEvMhwquf_jRGis^AkDklp)K<as9dJ#bP-!T5eGj+9t5Q&nJh
zkZNEE9|~6kVRY*?0`ycp7_Rz)Wq%NzdmU{%Y1LmB(Yb%Qh}$hOmPd4ZFxo^RpAP1A
z3Ha0ztvVg&ik&-&b!*Y%ef;tWn%~c54l$Nbr4Q4YLu}!}C5RCre+dKggL<o9u5E=9
zQHL+J87&bDxN6i_Oh%h&0^&gSW`?Q*+yU!(q)<|5)f?#9^KrmE0^OR0bTb>T<`Z<X
z8;s^s)dKR|x4Rh5@4#0Uo^}v<=h{0NvSG&~#B`X$!%v=A$|Kl)(7A&HA1I`Q+fceC
z!PCGRJ%VX`2^9Krs#3-7K2d?+YyxIAA<Q<>#TRjr4CEs2OvD5Ctzx^-ywcsfcXZ+2
z(RpO3U#T{Z%e5o8)>Imo>g^l52X_w6-`PLBxl6|NH#__HT9;m3JN(giA01U{8_J+&
z&1Y7Guy9w4Z7Wk;!6J7Xz5|&|F%m0L*_bozx4JLy9l#tOf8<iG4F5z6LE>28bLM$-
zql>e{3ro{TKH|<!u^3aVc?Nf8l081koSo*aakMgxQ)%?;*SzvImr$flx;_3)Z+Pcw
z@#@d~i64%h5e}bP;Lfe_X4zZ@m%kw8%u4|DYK6X?$$2zd{yY=A-DqOF(mB3x<<Sp6
z{<lB+)=x6}wstwJmB&raqS;&5*{V`yevKEA$&za#7n5(`NY+Jam)z|C+Ti;uzUUi^
z>{78&1ogU5CzF~~3gFlJ$sK`KDg^o1Yc+1Dq-uxRR?Kdt!tua{FR<Z<de>ocYh?xm
zcIc(>tTR)dP$8M!LW+AZ91Va+=ZpA4iBK{gNcuM-=)uh@C(vBU*XU#x8o?n_cCG87
zSoavU8%mi`1J=D1R%3Rn-tDx&IUEKuZnFj%Z7y)y>9AC{TH;iSY%-xmDgve((PGO)
zW|?qZCL$%peSujbz#WSm(sHpC19mmZZUZ8NxQ=cewLw3kqleoJiXP6NFz)D)K5|_(
zVKb7=F*YYMH_Y=1G?VST(l>x_wBZW;CQ=+5PLQ2$!0{R)lp~{l;zUR9=r!Qf4H$PP
zWB`%{a}oq|vY^Mn97%Ab=&3t^7`--7n|Qoq(``whum`7s_yp?-#1mwXSs;0%quWpL
z9q%Ow4rC{9hrk4zcg*KWu)BfS%vw!|cYi&Ee|=h@ckzTKXHf_7UmRzQ0kUIO54eX@
z4SeT<jtq1(aE<erV_>xrs3jdVyx$3+V<!&4{R5_xojWN!^|}W?Y2E?KbfGr~M!(s)
zpP)HS#v>o~`epQsP54Go=?I%{(+I;lGS8<Q|1g}fZKQMe(#^ZuweH(6<8KD|t`>3x
z%=sn81mJLdkukMA2Wwddpd7R|0iajF#;hJc;wDjb&dmYb*^r$tEpwSHXy`z;hn5_^
zF=J<kXGUjWojo}`v%0vZKq`ws#X^)SlRGssGkJD`IkhO~N^~NXkjb4LnOvNj14l?I
zkYam<;B~a^Ls&eXIyZ85bok5&PROXaX(YkV&tT$yYGiqAPO`YBW{I_InS5CQ^BK{K
z5Vo;qqg5eSONhn9GCKE>bHnh-nVFnL_&bBKfYm(KWJ^md5bB0TCd5<tuft!)x_wok
zWn(L$SXJnh>mHvm9Na8Kg7sLWm58<DpvS`+4hiOnfg>5{P1vo+Gv`Bz>(0;}i~pe|
z@DRvuj@-0FZmdUco5Oca5z@8~X7UpMOCbq>dtr#)bjPp6FiVfaeXbUYHVAhv+>C^(
z0mzoah<mF8%>$vT*I)MfOSp+H9_w=0ybp?S>b_JIU_IH5&_y9*J>CJz6V5z|fPuXU
zNb<xSp0w>`IFEE!ngEZ6J+Yt7oX>Av%;t~4|EIz`aX87OE8R->e7)7o6ry1M7{T31
z?<6s7Z$$#-TzWU3Xm2GuTZuOM^gs0M*u2METgf&-_Gk^wI~w*3#A^t2gOVMAFY%o`
zoag}Pfc1QPfb7*=8>;q7rddNA8*NgzL;KXhQXZ%c1WyNZ16WV^a)56jJFMpb-+8LA
z6@@DZNOv^=I%stObUX|6Pxvx;CFRXWJo!WbjeN0JZeHCzxP5T`Hm2^a?&W&xLcM*l
z-o~n(M)spS`$xC;4)E-)?%wrE=T2w$`%mtC{OD#QwPlkBjgq)QhW(&vWsd8%ZC3O7
z^X*n^yBM%SU}AS#oSk|z<O+ycP<LR*=}@dGMJrMf4zW|5x#1<oxrO<WWl&9+Q=EBV
z`Y3aGn#-OSuFeZtT-YwI+hkFVG%b_)ZDNZU!+fDdx85-;`in!-r4jz(5R*B|<jn~=
zv*Ni?<c~-K?rcB5UkUGI{kc-MQmWLG#jSFE=fmeu|LQy6-F9X0;)$ubanQT8YSD&A
zZVO2CE<HT)f;n5f>PR(QxsGRh_bUMRYkTS&i|l&shD>4<@YO=TMuL%}81x1$Y-*$u
zgJ?}76X*;oi^FX9yWIJBqMY5LJYf&QTTPobo!z7~S=1J%(c!bZ(~)>NlPjjunP@Z-
zjwHfVl1ii^sfZU7bq@?ejY^n}pdB_DRd^%p;OttNO{Z|^R1USmA`|PBVzZhc`-TNd
zdEy<1yi~hZZo@`~WU69YjrleVVMJC5AEF6^Ok~0c9mozS9{{=-_jyJ<;zt0zoFF^e
zaJ(I^us~aS2(NJBM*_Yy4IWH*y^5r&A%O+jG*U<<*2c{0Fs$0im(rN7#l~Fe*D8a6
zasawQynzC~<9I-(>$IE=n0~Ssp!Mu0;7*X8aOTmolZJi3wL@Gxy=SL+^#QQ@O(zUM
z8db68)}tjy1}mU>0O+K%9<=RbAx^gEgBkmqHlM!0FrUoxkrj(YJZaK_=|-}MCnI`H
z?@4B>0sT8smBJMYg$uG(ADk%gE<`;lK^q9@@f1e!NP{(_VNb#<9us&V^`Hj_Sfkel
zF5^zX4%r&<p8+u*eL7tO={n8;10Ed#@j-8n0{~tB-yg{fPF_P`oqi)B$q!z<iKH7t
z#Gwnp1RFSR*MzY;9PHoWzd^U{Kz5|X`P{aU!wlKux=O5;z_<l!vblw22C`#j=Fz;*
zOdz}sJ^LE?=zKPZy$n@5oAlL)fPqc?<l@ZC^6V^j-q^qkIlR?HCXjs^+wigJh3N(G
z<gqjtaKr+1H}fp9Kn8s}W1Imw+v>s!YknE>w6QZolOtm*X#Wv4Ge@H0V0r_N{m^Md
zzz&~%3yX6!>O-^RQ{cd_GL|?qOf^SpSW{?N68)-lU8FOLb?D!*E*A^raKIJv#VjU!
zdSV(h=8@rvk+I3MLnA}OW3aUc)1Hv(F+*Ko@<%akSVbxhHUdVjLLpSH%GENx!>jgq
zF>LV`qv3io-bP_854|~DW#WXEMhC=z)t0&Ji`{gD@7uzUtkeTb^p=^rX$;+^>%K0C
zf&3GB@VPknN)Y&vAN)W>y|5<kQmON4;4G3~5?GG+;7bz^)nMxiWDiBqus8g{n%7_P
z_{+XP8Q>m;?R??{+2b&#OVLz1jOZ~=2VouxxYvd5K7!nK5<N3exWCr0V;YZdOd-6r
z2WeXtthvN~E`OZgx{$&rP}LaxT9d_2sd0?di9{y38H(6LF;^<>D`rErT&$Iax}U11
zV~u>WokiSjw2sQXzRtv(xkM8UduD*_>1OVA&%TW`b|kY9vst*(HH#Ve$rDTY9omep
zUD|DzI`wS?yjF_|jM*E_Lbrq9*8(Ep;22*TbmdqF0K0JwsxSz{C|WuPSNRg$XaVkk
z^_V9e_hx9pdl7Wa7;J5V*<um|zUHNN|DE0ao4fnh+P&j?>vFSuy}NgN|NPy<V}!f|
z)^B!q-)?m-SF2a6{l~|be(>z}i?=Us2l5)OS1<ON)h3uT`8K^r-S$ztkwkx{x5Yg0
z>U2fIPzcmaay<eFY#J-f8I)^k2}{A77XsXu$C%8qW!5;0HNje$WUWqfxbytA1p#M{
zhjkVRqB@RU!>0_=*oMHRS&+iQjyI#=Pbf#vOiYcA51)mm16fKiXC7zF&1+4jT(Mj!
zAeXjU$b$+|OqD@T$W-^+uReJB!|(smmA%{Pbjz11_-fVo`QyrsN1dDR)-FA2Uw_=W
z^S$o<f8Bfd7yZXS>OcMKuMNJx;)}kq$Zj^em2xxOW`OS+l~tp*DP$(8SdXYyz^+nc
zMv|t_>GeA|L+;J(WD2Tt@4DM**l-!0z;wIL>RETfu)Ubh0{U~YSS}vV#88P$ESUnl
z`y*ZlIw_aK<aC%e9Y(j!fUXJ_ukdmQ=7I?4&?wdwGNVee4tIATJ28V*V4rTq9hKOk
zmaHoz7_i&q5*scQ5<vF43{f-a)<pnu6M%kDfOQeifJY#^TtwcbLPQIibU-=Xv(uPP
zuED!A(131K!{`+S);f``5hfnu)sz8f-nAIElX<>FCErk^87EVBKaK1zg@hnG+I9@&
zU$f)981j?-J{|prN8&{H8sed?!%CeP(a=M9Ks>Ioug4=P2<=gHMhv-$(*>yV1l(yf
zC;B*a==53~Yj+x#fymg)Ye~?I9~U6tp}?^x_4-1m4(gO)ohqVJ0oj4_nAMZF1JLmn
z%pdS}tklT|>cXJaf%0cm_;H>YAUpQ#B)8od9ZchC_@+1MH1Yy`2lICL(cxn7EbyJi
z<v+kTY1m({&fmZ{-NnBl%aIpgME|7?J8*yS33wzuyUPGRJlgXh9I)3_9-AgWZ{9(r
z3zKcT76W;}x*z_-VA~>GSS>Zm1u7X2CN>f=8?3e!&cY%jWI*<17`DP*eq~`5=C3OY
z;Kp-VFqcCd*d$|Obany@@u@`y13P#2@(Kub*tx@!ZtUC$@?XY=(7;b&C%yzv_^ElJ
zKsGT-Wa;w^guP+X&wxU0<Sdrs!xLj;lcNx=lbRaEC(po<9v35L(Y&8I`_^g90cOXh
zm!}uj7TC%)B)*7*3vi?3C|4yat^zz{q`AS|210z!Di17x1!Txi%|Xn58vY;WM$ViW
zf-YXZ%-8c2#EXw7W{)$MrjY!~lC21Ie1#H;@H(T;<fKd?uRZQ_XCuK<oT|s85STZ^
zAvnQy;1f$lyRddoKrgm+6i#2>jNWok4{gzh*7zMWbw?k3pbOmB1s<pa4;6vOlE8C*
z@I7wu!`0xomqH(_V~>N$ODW<W(}|?|;pBci)`h|=Oo2F8MZ*qc4+I;&K-C-A@gb!s
zScH#FoZhO__zq+zZ9A3hM=**9VV-8r$Fm3V>^_F}A*vn51_6hGBwBT{!hOx71BD(y
zj~1RbsY}6<4g>i<On73Lx2MVok=!lsbPM^Q-R(7R!uVwiV|J`0{76}aMRqq5*aEm`
z63tYs5f4}5kep*LAFbm$8LegMQTzbef#8U~%444n8@e=DbB(RRokXpeMbaz0>1yRn
zy;<n>YX|-ME(Qg)JgD*&jN*|U)35FCH}<-f4y<S~nIE*|X<|@A_vW-&4c77C+Mxy)
znAk@L$R6CvVl^KGxI+k>Nr$t=RH0L<T>zTz?qBWfp0748H9Bw8$bSFm!u_LT4CHS>
z{N8L`tk=(%I@eo!FRoqu!LxhUyL}G=E+v~rsRN+~VNc+4fA^rWQ>GI2R1q08nMlUH
z;qL6Tyz854fx@CRTfv4F>J%J}jI9<i<@`m#>deag$lToU924uTY3A(s+{`G0F*b*2
zq`7ehYmP7Gm}NY>TCySGAnl#c9AnLnEsQRWEePhBG7eua5wEK>9@vz}%E$fM<qNe-
zSG!kl>|MKcaN}O@#)JCX4?A~W-G242pM3Z?@7($8qZ|Kf|IwfAzxvDl4}N_7!QWl^
z;EM|{es<~A&yQbyaq#Z1_h0^M@5L|sFTVH+!2Q~u`o<!=QSVe?JE>eZo7_%E$YBF}
zY6DoWR$38wYSnq2W{=<L4ST$l*Aw&mDR(gFfXv*zX>vLZ_6>tA<n)3GU(IioGU@G9
zVk?!*B_S<IXA`MRJe7_m6OmXn5D9sLepkTnMEF|3Lc-UGxvK%PHH}lFvf&%G2!B^?
z=#{`kn?ej|HY>yylw1U2n?)uuOGGAk*viCc)h#Ft<cXgx-yi|FlR~#nBRk(96`Fzm
zV7#kkKz2~<P`Du18pVcA<-%73#7Ur=hLjPacpNs=PMsRh;yi;xg%vzKmCT})niQlg
zDurF6f>4go<Vf3&X*@x8LXD&QdQA1f-@{1&;7*+6@rY}>iyx%F5oABvu+zv+FrAKm
zgNu$4#|a|9C+vEFHBE9OoOas(?PR@9Q``v(4;Xa7Wg49cub#$qgujy_)OUJ=k8_Ad
z5z;CmdNp7jggP|r(7Ta-AFro5dr<QcjT`0w_)H+XMfIg=JhlS}lrcsfV5||U8&Dg_
z4iHC^{-%ib4X{qn)q%ofPCh6g@|&A)pqzf{WY3OO`<p@oPB!nbnZ+@HoCN40{0YGx
zd^xPz!vx3mpwfX$8N!bs)FC8pLr;($-MT~Pck2CigV&_NI0$PUgI227Ni-^fRLbUw
zSe!NHGM~c~tgV7U2g&ZjA}ru%NY4&O*ZG;HS@_P41K-iJqjO(k%mUU2+V<IrnaR=d
z>G4SpXl_dowJp!jE+N#F=+q_{G`W3YVSZ_Lb{-<Np>yYk&J9hBj|0RJE;BI<eeWbv
z<j}uQk5A2@sfQ!ynW3|%&z^(uZDbrOHcadhJr6Z8dx6cFWAo;?Jg}IS*2adXU{JdV
zDISdFXBL^W%k!g*GjE+6ffWAC@X9d5x+?dIjPgYue|e1rc}y+AkzTmO6>&vExk_p@
zo6N3+Bj(?Td69tZ%SVD`DpaEY>tXENccalgirR}N`l+qmbg@t64n6U!8_~NqaOdK8
zP1JpD;IYR4NbP&5^gWdN9t-@>xPf;O{k9bNc*^^ILFkz~b~yp*T&fpN?}t){iTG|d
zT%lrEve(c8h9b>ixD^OB{GqBpSoQ`A5vmn~+3X2%j=(xF9qjsWqKC5qmENNO(8OVW
z4-Grs8w$f(2fTM;PX~M_(m7hvp31<T239t>4|N;yv>|K#a4DUtG|J6>t=`BcQy%h9
zliv|c1(BBCN>iOgsF{q^)A3p+v6GI~(4GU$W8s}xxB`fW!9FhV_$6d-Y}0%8T%xiK
z6&q&e$$CE3%tR~sL>=39*wdkBFQy2H@6`_uTYHDCgYHhhLND3t0BS&$zxh_bws+J%
zIB50}4~H%ujXB+_)5wmUJ8duvpda|rp<$=#^jk4+28Cx~DWCS`GdKxEw$s#Bn%H#~
zy2aXYvv;x8J*qY?)LMgSJXY`z5q^Di3~v0jR`-~A@>Jnwb8GkT!&^5#ynS`Qv~87I
zbzHxar;2U*Zyg*Qmv^ecSQkXT&{i{Bque1#l0y!kNv1bS^>(#g!jef=<Z`w~%v1=l
zc4vZff_!1t8fy(44>pT~G)4ZJKq8b%WGbFPqq18z!jx^hWXsoFiHbX3a^y;`QZ3lr
zkMCW}U%pqm@ud0i{e$=Z<l;wvwfpSPyYK$Z{)?X+JpS?V)4#d!-cOHSebRgJ>F%>H
z_MZIe@cu9R4}Y=u-e>#Y{^jlmzuJ5EAJ4!0pLd`BZui~ab)Wyb{rI!iqhB;1ep-L{
z>DLC|U-3oXSY+4gH#Azi$>j37sc1M8@<IFTG3z(h(O(<9A!j(^4g@!$SPQ2kRM2Jj
z*`0n{$Zhf1_3L)MCFpeLV+mk-t+3Uq6r1HjWjj~Q!V)60Qz%wSJKOm}HkHpN^XYgl
z8cc*dFd@exn|6oO_}~JkS2^VpqgbHPC~X>r4Kg%Bjl+yxXi~|*h+CJ6%u2Zx*eVek
zgnXTduagLX-2}>oJmOR@A>dB>bO|3tM)3%x1@uGC_8Qg!vUZdjg94RHufd4|IEz&{
z(0o%5X`2S5cWCG^K(K)?C*vCs`>2*$V3tde9STl~Nr@ljHjMGV#Grf4m!tXcwEZk3
zc-XTKWby>%Pv-OVyNKS6?A(dojbJ+Qw}IF#VA7z|gw7qaaRSO@Vn1-L0kFb6)`WdJ
znWCdGrAHY-p4UZy?AQ_D7yy_a%+<d<W5*rRhGVAy9h@GlIk-F_pB)=^@_{%Wprgkl
zt}$=NaDa5~8f4-?<`%&m-Uy)_od8RM=djc!qjG}mz;qvhb>b~Ud&5GQM#koJXH9nB
zbPaasSi8U8v%iM>e~#>MDgbK#p<W*e$l1WD9~Aw821L73n-H^GVxDz~EO0?;(@Z(x
zc&zi=bzT&#>R?!Brw!|@TGu*qWR$c6Ej*L?NK29F6$+J9%*D`paej_5Jv%eST3#ej
zjo{TqwBD02g=a65^f!3SE&}2iv-2~vNMm6^mo~d#(HRwDIqYd+R)?VWbLU22CJ&k%
zbCHS9n4^*X9AeprhUbX?Jgm6pX0a2Wm|2)1=LlRc;Uh8H9~nP;7S@|cb01q+Sec*0
zbb!O>O9TQC|M-GMo{FzrK^ru+I5spfIW{vnHjPKb$1j77H#9moJvTEvu`)Dem|wFo
zrQ9LL+_{Mr%orF;?AaCW;_B)ORH~RLsI_V+NJD|mSilQp&xQPjP+%t#f}?vo66pci
zV~L|g<}kgzn<;i<`Mxi4(LvVh_sr4zhR6c~>;6Y7-(!XMp~Ux4;Cr;@f6Dg1T=u^|
z<N1i|{m>e|5y9#_)uB>*k;FkF-pf$HVv_YXK=u$6aADwkEfCy6&kk=oGAoGp;xsXy
zii2PeSnq~n9Rlvj-7o=q+ORIZ8^Jsw+KI+U91Ik8$b*BPJ(1W;rI74)9{zIi>|rc(
zkjWfSp#2BS$ym9vUGLSJ?GijKT^m}d&+bcN#~m&wgOyYmtMhge9eQXRVe7eM13f$B
zZ*giT9xkUKiifRDv`QxP*tVlUtBbd`!IP)31P2$cMhc#^iDo9UgP4nEv5%Cu3PixE
zom#HmukN1T-M_Sde4&4#1ND4%XD7GQt#*#Odk3A~e*F;OUdB8>0xBJCJx3eRkqLYl
zZZ^dvjOl`fG_FI%cwj5;&%?eZ>CI)l`K?G9Lx6mul#b-GRIZXO?^asp8=d27^SIJL
zU2FC3?jJq5aQVrFOAii?Zg%?@YVF;8_I$B)t=7BM+5Og?YaiUYoUr@UOuKM?CA_|V
z?{NQebth$Y#LUiuKi<jhwDP5JAQ%jVHa%X4)9v<#)H<u)?6TMcdW%<Q51PCQTPWv>
z6+EeOFkg?Bx~bZJrg>QCUM(HmjbC~@eev?{vsbkbzTf!h&-Xw0>x<v{$>l%&<nniZ
zdHLhtT>AJQFMa3tm%jJ=i{Jg-`EUR3;Di6L|LT9){oucMp8uEn-QU#j{Ic`pxBXZD
zvHR*jG@kuK{n6jIAAHfc|FhbYziYhsdF$opy_dh;d-40mqhHk?eO`b3N%Qf~T2Fq~
ze){wFvroPPaKE;vzOl$|aQKWi_qxp$^oO#sWHJ=-*qm;=$F~uPZ3efa!9pUK2n78O
zG~MB_-{!QMHw<tp^SG?mh~K@PiM485y;iZ?EVS#}@O0=_3*8D(zOdKr^}1Mu6_Fr=
zmLZ8PSg;Uqhb+1cq@~mOEFQglQ!X&AE((_CR;3~}w(Sau3C%TF?oz=zuu>+plG(e6
zrpED2BFx*@40y!IeE{MTBo?h1WIVH6U{eSjDv?tycB&D}LYi&>I+32C=+2rf#L*X@
z5Yz{;ETmH=C{HuxfXH}@4R1%xD;?cVV%(AUiYb!{LG~j1!1`vOjz_CbK3sZ2k{@i+
z0og$CFFi%u;E=xFqo#{Y_0gLXWDgj1WZA8O84ki|j1aR&1{W}jLBSr@LY!SG;H-hP
z>XZR{b3HMQH|XMY&+f%X(T4<jaj(Hl9+P<=J`>hDXwPvZpwnUE7E9b@jv8SmPtFN(
zXzO$uvdt&#I~{cHVK5D_orfE(!4T1EgD3;NXD7jPG+qySa17fqDhKkS%f_-BjW*q<
z<4zI<tfx)tPC9y+*x&##(6-a<IT5Vka|XlqO*1TH(=JQeZOPD;M%>KFFduq1ZIl%0
z;*mrXC1!M%xEmR-wz%7hU|AGG=%AEDBph=3{8od{X7FNY@6<zuLArZ%@u1aN5GVt|
zg>2obw3wurE(*ajBkAYUa{zPn;PA6yufjZ&F*7r|Fh2=8`vUlF3<%|>rza=j__j2+
zfXO{$WZDW-<u%#tD3aNyCdVhoCnk_)y|&2WAx~y{er9wMW^tqR+<s*lVKhWkhfsA)
z(Xo!l82~ypxYB{4KQ+b}8JZYAH_n(w3>Ft`c97phkO)hZGND2NN)k)BG7T>|A>4AN
z#%88R5feW?GBiFmIX*ix!(C*uF#I1Gojy0TG&;!|pP4;-ZV|C}_&t|dgh2qi+7%vm
zMIaYx*Yz$BmZ<(TbgZF3F%+m^$sP<rZ;l-EUNUzGYnN26o6fb9xqc{lVIzFa7`Uws
zKh%aF=>2ze{)bxMQv&Y(`?A0tY2dEd|B&y0#0uZ#x&Kt>f9_3S8eh*Oda3AcA_jN*
zLp0_j=#5k(5&?6*9tK-JL@eoo{tE8LVK0;DMd6kcg?J6%4rFhIVi4Z}<@=HNUL>|3
zPaLJwM@cmGRNWul31q6VYzss91imE-XPe{1)}=_{Vr1)lK6@1Mm6PFOv(W5U8+G&$
z0k_+#w;EKL!1fm6Q{fL2g8d5;RI8Z?P#$qDI|Rhz^>hMR^Q9<6X8_zpB?BkkXgy0c
z^Hh5)+Swjdq_rJs6{vP8+9}67MTpiT)vX9P?VWa^-z;?M`9>{QLxkM%-oe%5<C|Bn
zUD)5R6t=fB=~i{;cz^eJZ}&p$!g2GsQ|K0=<upBnPldKoIbuHF%th*{U?mwSr$Rf)
zFns3A@o*_g?O+tY9W3p{YE`J_$s4n&Kx!+#UE8kjRa?i^+F_}@U)a7_sod`EK0bf^
z?83#TN5}X3dsk{TNFerd`NKl#pissl{-gVk@0`ErP--+XVZ`UUaL_wG*ez~l^Vw9d
z*V%)|-JRQ|<NfS~gVOcOmD@Ke_wH36K5aaIzwzF;>hFHL^74nZS3mB3{I^Gc{Mn@+
z{{7{D`45+W_>UL=^dBz#i{D=S{_n4R{7={a=)b=G{r`65JO6a}>UX=({=WD0*Zmj2
z*?ak$&a+>jT2DW1KKTUILOuPoO;_*nr`@N&=sf?d{qpn9yI*wQ`(^K4GGO0-{>AQt
zPr462={)|lgBLve4Apw{N&W8MR^Rza<K9od^dbKf*}uwNHk!-^Ls7pkkOLd0T5c2z
zX^O&@ypY|hWD4bUF1+ct68@y$>kQb8rcH|rnSdUvFB_$5h5T-#wA(0j0q*s!-A1uj
zFJ9<(?_Rrh?fj)mq2}3)@_G8jc?o+(161|c6E2&_X54gILP$afQ1VvP3)7sjvq-)`
zI2O~a2gwbxHMHAU!EXZJL4lJBjTp9r7dL=)Awl+&WjZ0r{{h*pN|8e)hGQXM9UC7^
z)G^h^Hk{OnsGRWO$;unQ%<E-0uIWZwiAg&caRk{B;11#2ARCT^$jJVH@9?c1jL-)N
zJ`lE(52W|z11cRJ$$jFJGjPShg5C?j#cQ-M%psmRL=;ax2Shbc<&oe<ySV~|p*17@
zG7a&1U2t##b-7Lx)T)9SRS2b3Qz*R}T{#+d(*D1x!MBhfF_Wi1oUq(+Ffc^)hOl0b
zis-drjVhofOgW%=#0Z7Enx+wgZ=etBv;i%?*Myun5b_alA9tBZ3LDV;&77Q|tsVw4
z1LYc~?*D8=4?urYuiJLwM~8YdmM7-{SlgMBPW1lfG|Ejz{q&k1G<%@GffPNKCmwW8
z6Xi5Ton{o}LJ}M(_aN<C!0rPLAnY&_d-)AG(2~tNQORLe?=*xqbfC>|LThQ1S#=_v
zoCBLUo)E?2liYI_?BVzlkys{y;S4%)OuxtGX5i>LI)jD#4A6Q8$bRP3>1i0XPtKWC
zCJ9?Sb#8L#)DXg3VGcL+)@j7Guohrx3k#funTcs)L38>X<^h})Hb`{X>VrWy2!w^?
zjk&;DWGrLJzcjbPn3|tQl-3d(WIRN=@VO!ZBIViel_Lcb9h9U@%o1jn<|lFD0L_mz
zi%&Z<#+yYp-0B!}?)37+2n(UGSjodkWE$%Oq~Qpl!RLx4JeeHEvofPjX))^T4r>5D
zRN(-OYZ}QITx$rb!rcWfuMn3}$!0v=jA!5z3p2WF=Fn|@_@RM%h(uR7)#w6GHGwDU
z-~(mo9@5|B!6)M2Gfw!S!1G<L@A)Qm6iqae@m7M`jZwhsZVX*Ef%tAbPRG#1Fo7Qs
z@*Ck`EfQ`Fo`qr#IWi<lCf<S4Ef8%5h%+7>Z1$-*h6(%dtV_ay7LK^dW;ETR6XiM)
z3XMD>Uk~D$qiE(JoQCC2DViu0inV&Jy`3+H{9&hKbJOJy1Y(I$Jr!=nv3&?&(%wi$
z+YkVT{1yBf$yhI)?5E(LgYA5z5`&*lw3&)`Q?cDRe%p9G1`nT91OKxm(!`5CmFr~k
zaKGursohj!KN;VJ)*zqVYt*l{o7all`xpWo?(82`4&Lcszp?ku!OngyQEjB_7aJFD
zAKtv$xOlO8)XjBDk@8lkP@r}SF}T%%HCL|2DmAKH4i$>Qt!;lkgG88(7-gd<do-~T
z%WkF${%kp%FJSoKO+cX*b%vs@aE_vCrC6mvRkx|uPU@&re*1jq{?)_BH!eQ9`}Xx`
z&wAJ2ZeO|DzIwg$_Kk~=pFaHF4_^F>KfCqOAJrcJN$=HPUjD&P-~Qoe7ytNYy^sD)
z>(!6;zxTH{|MIu*eDAlnKK}jPKl;yie(+B>{^*~sfA^oReeb_s{oa4O^xgk@{Ox}{
z`snk+4?jD2{}=uDKJC2(K>uCs!N1?R`;+qRe^<Hl)B1y-V@Te9@_Cb<leeFIw)^5&
z{g=P)KK~3g!1pgd;%4s&jqEQz1FR3K`|cM&_WtwF`*{1~Uv!`RqVp7Q|Gf9&i{7)(
zd${x9llJ3J1_y(|r+saW`B!|=H@0Ul<kLIwOf2U6&7I@j=3aBBvX!Zowrb^KDVt3M
zGl+Yp{DlOyrI2a_t6)xU2CR{E5GGCe!*=81Ui+}Kvs>TZZx#1jJN<e&5eSIcV)zqI
zjLwUAdI8tOm=cbjWeGW^SfGHYcW|6AjhFEu!4ORjFAbfZIC~0&;gK_^C)g`+q1OZ1
zL4HF^&SomWe#f#KG`ZKXt`{QEa*ZJSmwR?8&m`loD<FFZxQiUHBL=c7#hB_7Z98fp
zcqa@u+Q9}i`++k3wN4Eu3T(p(vMZ%lAp4iV-Sr09H4<<D==Pu9t<wv47rbb&ZO4Iu
zsMiN42a+#Clj`YH1ipwU*-1DoIB#C`>}cKxygP#LV8tV(mCjwo1r6c>t;UZ=UX2L@
z-lZd@RR@8^O1V!d^Q#mD;>oa`H0iWoF8!J0V<ERETz%{~PMCFgneOC65DgFlxT9gG
z4++@LgCq~*nlK>~qBJ1_>(~((DTgDoiR5=A#lSJ%6o-rKpnayn{e=8R)8hx0bnu|d
zp?vEo0_$%U@uX)r4QBOkkR3hyfEO3vFeIJEq|1~-(bN9d$d0pwDTNyN-ndM$4I{My
zdOR{>j3Ecs?l>4gd}kq#H0Xz&CS(Ia5JxukZp6ErA(0C^4FS8>bJDg;EE<7M#aC-Z
z8W`5WmH`BKK9|E^;|Td{!Zr2+0}b-<6rx;4@d$9Am>!>i^BbJ8Pn|k*`qViDw4qxE
zjcxSY7$)jt_|H>kAu|WXZgLFW{RE6<-g@iwDG=mF$CqegJdOmDBa^epY@K7WiRUd0
zwE04=82)t&jAbzG=cX6&h&V;|5|^{YC9BN2738t9=2w*>6`#rDE^t<7S!+vcMy}E|
zD&(G;;LRYuhD8)`Q=kf9tuC5gS;nMcjlen&T0e*a)Dn$ZV_ny7=;ao@a@}V3dR@t|
zzZi?u6Nqjh9&yNpX@_Ag3mbXj{@NxkBgw<f=%w}W4P)eiDGG)>BySJ(!6(|_BTeYO
zI&@DJdY}wGm51IHgdu->q4qwr2j7NkO)Sv><VC}KVQPm2wS%XJiqS<xc64q#Ri`2i
zqNxWhKMqSevNs<fJ5jQOM2BH}<}i^xilq*s@qQGlH$>DW+L=s$d+RupJ&cot_w&H?
zcybR@dc?uULd6u^Z~(gHS~XROZiF@sZvQ%!3P8HvibhJ{)KTGLBwUEac2b!JDjKiE
z5|tR@WkXQF)x#KK1a|Nk2~=?>K>_jWnM^57S29zKrwdeSn^dL{OI5PTUUBPaE4zpP
zCD94hs~38mtF@g&n9Uv(JBQ`&t-b3{E<L!tcjKV2*NE2|@p>=Yz1F&PwS8%?)Zd8{
z>3Ync4Q?i#&~aFUP8+tKT93;Z^4a4NPcrULB|@2WG@nnV3i(6@S+b3tgMRDsh5n7V
z4{qN)xP5E?_O0EAAN1b+@!tDCIr{LY=Rf+{`Hy~n^#0F}Ui}Pp_}<U=-}~(FgI^uI
z|I4Ef|Ni*ne>nK?H=P%scVB*f{^Q^G-usWe_x@A)!58)CzwLeSpGuE^8NTvw3XeW3
zKmBF<(Jyx&|EmA=H~lBS=|1{(>%p&E4}aZw`1iH@zwSKxV)xOf?fZY%xbwG-+ke-&
z|7q{x=exN1@Qc>{Pbzo+eeM2F8xMZgeE75Gqo21Pe}Z1S_x$r+Ao2^~GF>mf=%L>H
z_~P^3XP@;@&&e;=dHDrk9nbCp)}MX0|NNJG&%fwB{k#igCojYOFZx))Kl`Hd<kRNk
zpEt=&9v8p(3c&r^p8CcjdnrR*=r?X&+PiU~f3aT&FQf(<XgQxx$KqkHe=`;jb*NxX
zud`ZAR)xU4u5xAqky<tfE9U)rb-z*RRknMTt;1I3xQmffEA9^=8E|%D`RpmI|0Hat
zoV6@tOd>E#09RNTzVX;{_OfJliaj>8Fnng}EEvD1&;^|x8Db0%&vDrb5#J!dfE{E?
zxlJxL33y7J5P<9ebRie{?<e3sn8}ORbmBEF2J%v#MJ}+@;0}Bzq<SSG)e{FBSk|1l
z*3hs{yy<AKczTvjV?A{4MD31i7|dERcqfhjKQG)w4Jh%L0H8pklZz3{PLt$muQ}W#
z;7$Ygpl2Vn?LhDWtBt@q3~lHdEC}d!o{-@&KS%#Qz-t<^2cvc1FX`)XFwiLdDw$U)
z!`T3{cUrmj2HDA+pA7uzIX~77Smi^+hqJ_M&ODi}hsdZOdv;jc!NZo8y_<0Xa3`Wa
zq{h=qI(-P4?>=wA?<=_+Su%~+QC=FL-%!>;jYEHpMt(q#2abEpgF*)Do1#<O$O?YI
zsXMWgJ!#C*bej@@^#QWuU1W)WQY5|IXHNUbkHC7olE62R-EM%laL|r<I}jY5yM+|M
z9i982-1IL-e?=VPcPCz~^{%U(XxouMWK(b2)UFNvrX3tn;3ll)mzm4+^UDiRwa-H+
zj#hncdJ0)@B&B@}qxGSoGiQfKMu6An&LJcQp@;MEi3LV8u~?s;K`z|*D6HLwVC#PF
z+%O8SMB&Hr;c-mnhfZVc4mCYw^02#Gg>4;X@<NV?#}W{uyvc=ysl}Dq72fh1-KvX$
z>HjZ#Zyp_0m9-DYk$D~hgv@hNnJaTrnJSg3GS3MiLsg|JBZ5MU0|Am$Wey1R@Invp
z{#xvQ)mDa386g7#-AMn`--q9~@cYoEE_E$+sY_km{`Eck+^TzTr796@TIue%j>XNb
zTj!p8?m6c<d+%rOjRXydNRK==u1G_-(a8-FYd1PWKOf~SO?Hb;*%G1($|`V)30vj9
zWyyMI@&lydE=b+r>fr%GlLNx#I=XCe^>g<}BKwHI=n!9Ncu-7y6clbb^28!VN_l2R
z4dqYItflaAxf&F5Y|n2XdU<{`vctqeA)mHinsFdPxsNisrges(q#q2)I1rT99*_#n
ze4kJHA#cTgNpe@DyfZ0lM@AkT<QucITC$X-8JX2kzf<8<@uZD6m-N~+MYSTW8e0n}
z<bmvnOq+@HvMfOisPahQ4p%rB-;q2HIp5Jjl>A&>aZYPqPHRs7WBH|z=a%dMpFbn5
zGBc$FuHtn?r45zUn$oKL6zG(al94`AQCXU!17A*w)TrrIIceLJiprb}B&<hZx;n&}
zM}FIqeAHQAkX1`mx?G~w<z^zj4a^GKk_=60s;X3>E=|`IXVe#GYKyY8g;~17>_)_~
zDakG?%dJ2uRu&g43(NCLYs$9ks@1B>?dd5g+36XTCFQz0ZBu=71M;s{)|VA*&(A8U
zs3@&dRo7{1s#KsNRd3VPZEvoxeymaR<j!ro_Lc8!uYAH#vv)wV@8{YB|D`*4qN(%b
zj-KZqJ9Ku(k&)KthFcGhv>YC7Jv`QYXsn@sq`v1uonffXaG}0$y!r4<>vLC{4!s6y
znOZ+t2gq)p&~%LL7<{d<XR5w)T-SZ6p=U~?pQvje#lg<5YkT@{XxlF8_Fvr5b-AH^
zqI&O{)~-qQz6)yoc}@2aDzEP~a-X_hBW{P%+<URPYqFtpqW<7${lT$@j!R93>6Y%9
zmhQ{Vy^zfT;t<jS(*X2wZO<4=eGl+`jAV15dH<z`fk`SHzB7miSnE*wE@}A!lt<~A
zXz8D7fym!`3CLbgk~<0Sx~>U`?NHHU=YXQpkEuE*el+-==SKG}vbR(hb?$BL+yAoz
zKWp8gtp==D7UfhF=VvLB(ozt}AT29Rla^NN>mTOj;}<QJXC-D==4NOs%NnX`RApr~
z#f7S}VkAlg%I{FCAJb@S%eSSaWW+?ud^{u)xavB1dpP@TUhlYKF@k_?vS07KY{|N1
zi`OlFWX<A7RzXNw^yuOTuo^yy^>F#Bm0P4?iPF$yZxG{sKxT_Wh&=e$g8*-q*$Ld;
zQJg}kIEQ#R2YI2mg!;IU*zV^Z?e77#d?dW%f$WT+9tX-g`Myz@8pM`?+)agx`%2Jn
zBC+En2<@@{K2b0eQ1OTn3U>yd%+rk|cg}(jft}gedBZyJ8Ui~-i3h$55oIanJSSgs
z)^@SjPE2@)>|m`ElZ^$V!zUPS45^7AhihP15A;t#0oK!%v=cDV;GqrR4fo-pl#hm7
z`53Z8c<0>cNG(qp+q01aj*`4nycz_$L5Nxy+0)?tM@iu+n0!`3d{J8JHk8EJ!sw7J
zM0-w_QWP2vXU(uq$j-nW2o5_t^zBp_n~vku@t=h3z;_tj@mp321)-%>tt6^L4^PT`
zWQIjajm$?OOy^{F4%x}4o)q%&(oD$gGPIDg!{jEz$u2TC3Ez@#AJJ@3KS}+hB?!kE
zDC7}d9?W?-$|WMsJc#rOVHnhzDbZ<CNraE9kLy<Ft@dzmU%zqnx(%zLPls^5!G0}b
z&>|zu(q+i7_6SfL0{cU&5MgH32I$YhRdaH{mH_G8H>^W4Rpi5XbTK|xu7s4ok~H)T
z+#g18IV8P$@Zpt9RzeRC4n6|Ru0)vFr6A#N*syBjnq_NOE?R{^@mtm)j<<{F7I(lm
zLgRY6`S^KBNMpZx6N1Wl(0Navt)57V?BL+-wbmoYD<NS+fal^ZYnH6t;OHC_8|Q@#
z4Bq}Oj&5+x$1VbbzuOi!Ul(70H-F@5l2Sa1l!Ta!#F(69SrLNC<Ya50A%~ofOpFv`
zwxF?~prx>&IVZnCk<%2P`9yf?vtf#TVVO@;Mps39Xj;1zn)yu1?i!eKFd)Scn10AV
z{YgoZJ~XKhI{`%=;=MQL<m|}F1_2(xT|)utsUT9lDkBqx;@G66R;MIaCMQ=a6xER2
zl{rZKs?LDA9>`AedwqryG3V=0G7vW&8RYYzidSbVwYeEh*;!55d98V+J9A5#q5p?v
zyg0M8x}d6|Mq5=>rA*C@k4}vWPm#&8Gcqf|&rgvfR=m0*v#C6zsaT;cQUJ0+-Ph$S
z>I>7g#mc&Z%x$^pWx1K9`O31Ktdev^VLF1t!2AtEJPMMsfzOsviR|iGX_eSWWZ)pH
zA}6OTJG(S5ucD-+y12Niu&A=UqE^@NSj)~Qi`9*#^(~bRyXtm4-S}kZ&V2*B+731E
z?bANd-MsI&Pw4;fxc-l=9jBW*PB(Y|Pix=HErYK<e(XZ?b0hVKM>K<@n!)k<LzmQp
zm+Ja2)(uW+fY;B>v>uvl8MxHce+f=r&3#kN{WHydpp(7U04;aVSzXULUGI>tXIR@a
zqU|2lb&rEv-Uuk~7;EhY5Ra>#J+In#9)IrWnQZNuY%)w}J4RZ7o*l;ejv<}F*kBlH
z(4Tv(A9n3mK}%EjjKL1B?uN#D6wr)n8+t|?dr>Yn^-ebSPBuV%?!E|+g{mC4({)cY
z^o}?50m?_}yN9XZfE{bPjOs2U%;+4r1Jk*}N$x=KhQ3Ksv!f8i6Q*+}b$mAV!{9!t
z>tV<aaA)|g0jBFmHC@d3-Zjn`@)zd;+#l_$`xe>TcQ^Jt`*{1F9lM(l5Wb=$FDEAr
z6!r{7LPCZ-E-_A?5MP#-u9l~l1%<`NM9Iqw%Bqn&p}e%NbQ`j{Z7V3Ohwxsf(p4cB
zTV-`&MOl7HR#sMmEGb$V9UT_y<>KS(?hB8h)yO@Gupf(7Jz%%!VR-aDxb%^SmMnr3
z&?ApBWXA_cLhGU;lQYtaBcyUC$3Uc<llVu$*B(+lh;t;fyMzJO-JC*P9fP^z;S}iQ
z66Ea?B0_dRGmt$zfavjnbt)|M9KhWK-<0`<gl>r2B-C>o09*`5Irz()kevs22I~P{
zv5?tGjn8ty5O70M=CGS3dnHjFur3Y@&(!kl3|ZAVdK=_-Q!z2*38uM1QE0%FBiC{S
zjDldEM!98?GM@RZg9%SkIa1aJr$vTg13;GaFfQl~aqLO7C*m9m_6Y!MR!N8i_ob?^
zPk_Ol4EIpTLkU0^Ga(%tfB;HS2V}>-0;D@6b(JTV%ah8G8XojHSgw(co%yPp9LyOD
zjw8a6ULA`1_z+~3g7F<7PT<a@d!|}v(9Hg%>$zP4)5Zgc0nHrOt|&FCI5n~`m5{wa
z0c1y_H>7<>0(TbLE{RO)Oz{q@dPF8P?TCX1OlLSws(!8zpj)u?L8aro<Wl328!iN1
z@CeP3CXZGs;y?=ok3x#5?>=rmu0U#lFEX*OL&i6FzOP#iH}=I#*DQnnebo{O;Ey1y
z`dTD*A>;U3>`phqst)vD1~)fEjaiB>K!@M30s&*m&W`MC4?koFzx9XU`vxjIoaP~_
zqlU!~Eq(NX#g9I;Wbq@A=$E6cShN!HX&u%&K;`bZcB|WFH$P8FfKL#V^J|x{gCm>Q
zR!@nWzn_b*kCTtv7OzdKw)#3toHw}IuiU(D`3A?0&f!6kp#c#--V#R#SGdS+L@Ift
zWwdvOr5^G=ejes0MYzbs==8+c?39EeWkyXtva7(FoLvWpW}s(YUUNa-jsiHO=V{V&
z>l3qfMk$^FvWI3q6PkVi{_N89c4+3Kvk{W+*--hukd%XA89l)nKMP3d3``!3NIRI6
zyE6;<+K{y^rzT6um0D85XQ>#WPR)>AlcuPVr)*13A!NsSAUg^ebV$^mhYaipK&OPS
zTy<u4jWQn@XEZ2TNCcmwRc1A2DM1N9OdDNhE_C}9`O1>Y{4z~xwXV26D>^eq0#!^Z
zJonQQ3o}wml!`KxELllGYE_|PdroqNGO0XAUYV0xnUzwmOsRkfuY{H!nI(}nI;RZL
zO*3-JGIO_O7u04IZp$n#SC((f-Bz1lqbaCsDA2SNYIhVh>@010rsA=lvK?L9cJ-<D
z9#KDiMD^6+`e%=}cAj{m|M`~QKQ{NgpwmC!VE98z&&w@6uQVE7ZZ!PqvAzq<0~5e#
zUEg?J*RZN*RCjn<cjU6_@RaJ%l<v6+AiJvHSlfp(QqwnD)jhJkcdVxWk{Vz~8fgIB
zq^^4kv@~tkj1Gc!*X72(>83-_Z%=4?#_GDpRoxfWJ(HT=>H5Ccw0&0^doOFDSMQl=
z=$h7aOw@NyH1|xm^n!CfUaL3O8ZKyhMl`+PmXmA_!MwhENY{5k+c#C;Go$I6(ilKi
z#~mlNT^F?m;P^$7k-J9fA&>V>X#2)NN>_Co)!i2~y~CQGVYT6cN<UQBIi%8G0HABS
zL0li^kX-`?of+IY;hjEV8X!S_N(cDvB?O0J0lN449x57E2<4%Qhp3Ly13~_x29F6N
zdl&5Q6ZNp^>nGG53o`qB47%QDceg#>(o|c$y`;1#CqFGIJw8Gvk4;I7SLDbQ@_4YU
zvtr`5l~g=cr+YR$GO4(rxUw+6ET^D2tFS~_u)V0fp+?nEt-(agPFAMIDB>d%!otJD
zLZp$Q2r?7o?%?5v3|x*bFa>V5w_mbk#e)xmfCR4}GG9LM0EBfY;~#kR(MRlH&3y1t
zM<=hyh~$WHIjDDAHv4&bM!2~KLpC=Rrx3upn;F(!w+2CG_jV2PaSio#i(t}vOn?`-
zbCH2Q5dl633(q;T6Q&caL*EXmoS1dU??&o$0oi?G@f8Sr<Sxe)@AT;zONFWBVPq$^
zJYhEy5mMqdrf=tM>l|y2xOoh?=^A#-MXWWG+=%lA1v^pM*#R-+BM~nSSd8d20ACop
z5yRFu83mXg=qnGROz|vd9AKTef5`}{6A?lgX|YwH^mBl9aNa^7<1@cGKs<%URZzSg
zz&hs{N6~Kx+)1k+AP)qKkA6#GZK$;pINGP-?)V{g7xB^gGM2GDE&>X3M2E|T5KU4x
z9NSsQck(@F7Hx*<M5SYesO*VgzA-rFBzke|8V=T(ObzKC*6>`;D9>QMSivECM1CrE
z5di4WY%u6JWGBI#Q@lrJgF#0jZK=>cf%3#*FJVd(PmXw`Iv|fZj^mde$GqJUTb=^i
z;5bB{6q%743$ndDI#?DF7!&3n5r7nFu0AL(P=-UTv}(iJWnjv$0O8zmz5S-8s~n(h
zTD%Hj+ku-1Q?s6&*H$fg7_RG!9(wTMC5w^sbv44oLH)k?!ADmjIt_xwL5u(JA~>^e
zS_iASE0BHd%60H!Tm10Shk@*i5xHjlTBMd;g)sFFP{`Y_+_;HC&1{9Z?d^={d9L=W
z?2$*q)6o;T<N`b-B(|@2a#=x~d50}78!2w>X3w=Q8QwA5Lo>bI{hVQD2PNJCA?w{;
zVbF&r-`>T0E7C88v5*u>MPfl(N?A^3Z9YY!gNA&2y0R)03hJEZ{Orf_vf)!!o0YGU
zXYYtje<nQrKv-5=XgWoz0kTJD?~luQHdgs`RQfZKsrw=`4nU$0RJ8l23<jt6#b!O7
zhDfmai2b6=QX;wAc9Ymns(7N}r=`^?6sn9g<ZXusTy<JHgnE@S7l~;g>^Ec=G!zsy
z7a#x~vcQ172I^W77=3DGfhwy&osnOkmZwe2(WENt<Y|?usl^$Jf;?q@SwZ2p{G#I6
z>?oJ8P{**8kn|i`X--0!GQK1~sk}S`n+F8ds6<ibmMZfgaBMFqugxu~$}ZYgSh=&P
zYENO+6NS}}7u7vcs(rGud0+KTeckT9ZF~AlpB$`s=E(N_zpCx{O<m_nmErfAo)_x-
z{zp4-Ry#P3qB}I+_}r!Dqmx`|I&!h;xyk0kS6Yu;#b@*3tIdb5s=FsE+Kd(ZhU<H0
zYI@FB_na;7c)9q%|5O-WtvfWTdTzX`_d=QBoVM4f>l#vbo~i3NL;7$MbvduDQC0tV
z-QXqF;G}ABN{!EfOSOF$YkS6PNUXlt*mJp|`?AgexWBCJxq_nUzM?X`rs}?|8JODM
zHKKu-e0W;jH&JUCR&@>6_l>ClxIN?5?Z98C%}FBGLcgsat!X<CD>jMAfLGFZLl{T>
z!1QsgVGN%@_Bz7|$@0Bp*cG6*x~?G<Rrdu@=~Q}{*XdJjfaDG(Jn7-NLded*ox^tm
zbf%n#<X+!DRo^$I?ZHhi>AI-YcVE)<U_W!It{YpRF*U?<w4`f-TGETJCRE)J)zRQ_
zm>X2>V9SsEXoC4XH@a_S_NQ7KTT}>{SeT_yB7<8*FnHim3DVRoSzcy*mOMHg0;9Kg
zo;>ZTw$2x$;xm=XoNPsIMnYC*QdU7mL1jTj6=q6ip*&U*6%>!uy+QurlAus&Saf)B
z^w#w*&KuqQT_tYFsj+U0!xqQYtJffy2YAIm^9MjSB2>r!4?^~_1JXYN%JGsVOV&C$
z`bUH#W=`tL6|PQB!7h$LE?a|u<G^$`ClrS74C1|9gAoGP&qE41J-`bNYq3E@ZjTQ3
ziwg2Xs2Njq8U(08VNPv8c7&7%vV;6K8`<%dpI0O?<xtG{PEK%ubw-${IJZo2W&%68
zyrB|&lJHLYc^t4<^qke3apvK-&bV_Vs^fq|b`s$!=PdE$Au^L-E-~51LkQ55f_&kN
zhx3SVn+nODO9e~J`~U>iL1-OR1@;}1)Tc4;HqxR)U<b-W=N}f38ZH5{vw(8oz;g<D
zrt`<$0qa3PcEr4;-36LKTM@X`Bbq%7^ig3-#HdHacsRDlfXxp4jernM&TD{6c)G;}
zgMSWxH|CEPO1^LS6Uff{wc$z*+zG^4v>9v(AXbwqo=o$k!)M|)j)`u^kiCdxcDhlX
zJS-<AG>1oa+8ab6ye)xy0z-Ddx*W(3Z9L-V0M<kC3GF@P{o-V@@)H@4$?tH@OOFmr
z3HM6~^^T1SOo|SXM+GIvg{3A&WyFUeY+Vux?C+5QF_8h0kpU3_9sx-H;<3feas3vA
zf8Vrvz1zku-fOo6IJj?Iyk_%iBzr~3I!8o=1F|FB-14Q%5pafrx&y}%Huk|sRxMt>
zWz9x=c)BfH1=scUt6{;XSTvj0Zvl^P<&st4;4N9Y3h`iF+`Qa9d|g0^NAgU2XXxHH
ztwD4z`;E)iJFj>2aq{+XaEIuPV03;S{wPR2zvj_LT^6tPUA@H#>^sECS-073lSiI!
z;+~jtu=3noy}dpBeLVcVTzx!{UUsXyud`Qxn_sA3Xae+L$+=mnC7JSy?2MY+EHK%s
zQ8Kfuz&y{*ZOzZ#nXhcj&#TTUtV_?^k&yXpR7QtX*%6xF8JyY?rZ^Ct^-O%uQwcdw
z$+Dh~%Xm5l$=tK{2c;kMP3iMbelA>bFd4fAq;Ae=$;_(C$VAzW>@ex+HGuNeREX-e
zDJeB+sc?U*O-ru@xT8SpZt{9lA`dJK1R9oPwmLfx$=|E93Tm<n>Xe0=jN<x~VzoTK
zR-RP_SkF`x<|~Uz3yaH33-b$<vN&0IcucG;JtJp(UTIT)*^UCZ!j<hRuiRa=%TV`Z
zfA#L3ik<qZC%QGyKBqf)tnQh?ZF_oDPyJT&%<omtoT`56H&suasNH|EvHQiH&ka3s
zZ1nM8TzUMLe|`LyZ$9y>w|4#FtsO_+Y(DhA8~XpM>-%ec-=FK@$<=>Z(|1|jJ6+d3
zRogXLW0<VgU#e;!FMayF%D}{4xPA4#rs<j9esHW}pRuNMqDDWY?iq%hTWc@^9GebJ
zp#Z7?UaftXo4aP}J1%P4FY5FVv@b)})*2?&`b%|vW3`7z>JAOp9x|#1FQ^Y)Pz?^%
z^`EQleO1+YR=0n+;owM9$5^vrqPgp0bN56e@LCUNv60%o3)o21bf2m1IaAmDYF*bW
z>h4#xeP<g7&o}grsXB%=ougX)n6?va^KtFLvASn3z~J6!7}n{BG#%&aJBJ#&hMRgu
z8@fldUBkL==;T3on}P_hA?o{xs$)deX+%-$jT)di(~!eH&KHgv2OYbZ4^QCEV7&p#
z_JK)F|CFY0vK|6EVBK&Ll@qe}POAGR>v|^Y;3#Jp)8KK?PO##;3D#?|r2(>cLRufI
zJ2+Ci-#8E8{%Bv_x5!>yT3iJpW>#LZ49eIfL}mALiv(3unNS!fNsgrG?uq_>MZqCW
z(ny^mYg=*gHd$0gbVzbij3OgBCo?4{DJC^c5-ITvgQSd@vC<G(XjpWhBwXSZ=C;W{
z+%F!9U^cIFU9o)Q=1tBkSFU&nIj144KVSy~CPa1o$4rwC*#YPudT`0o6^j<HTC@mz
zf?$QbZ0nYw&GrF~n**G;AR~4l@STA>GqO98!QIC_)ZY_oRp{QM0(}7MaR^b1fb*e}
zm|zLw-XQfVLenF%Tzs%39>+L?NI1~C1BC&~j9kaG@f0|YiSyo3yaPKgyaVVVuoFoh
zS=)G-9Yi?6pFI)keLqj4*pV&XY<vf3nz(b&)iWF?Kxdeay#Z0_$Yh@s;Dh}DK{?sS
z5&NC##$f~pu`NWB2HfZL@IZ5lLQfI%lEWFMBa{u&v_Z;_i$;)nWQWNl6+IK!A+tjv
z&)9TCsN(|Q5J@jY5e5T2%<&v&j~NB<E!6n9b&M3TYY@1GP(Cskq26+cqfT-$3BoL=
zD&aV1I)~)Wxxewqj`LgrlmlMzZ5)zB2WPUJtq{`98DJ@&I|aRwM;4h1tnHB23D&cd
zL$e95p^axeJr3E4EXN~z1jKn<z#Q>Hb3g--M-(ceN@<fo1$7qS0%+qSk)X#jM&cqx
zit4DKqzDNj*d)gxS{<Z#90aG(K}cdkL}DUx76&7>ffU|tfnNTui1)H?lk3JU0UMp9
zF23s@MHV)~<we+eQrLEw-B$zRmp-!ekq2N;dSuCikFI)j`Igo8&KtI_UkdC;tU3g}
z0c#zBaO_tvU$cDi3drnBA3>x#FzQ^q{eyh`gW+`tSsQ8Nfcr4MLr&kYbiLDBM-cdf
zy@EWQ5c>-e?mY<ow>Tlfj>A?5SoFyRuw(`D+c<CXaNq3hgQ&F3BOXCz{k;RcT)aHC
zA|VZaFA4Py4Dk+*4NFK%%*jF+I(d0k+V-5Ry4)OfA+ntos`3i71^JH^<~&}I(^QaO
zn}-a}1v`?no{7usjLbG57fi6cJyhNnk^WSia&JQRUYYW#_{_brnR_A;$|j@TJEg}f
z;b>rTXDrO<*(Et?kHO5Ho>`HeS(%oxEiGd^lENUsY_hyMNxnTLrBcpf$S2Dy5>v{P
z)3zZGds>bvC95VWZF`cUDh1hOvTL#mRmu{zva~*@ys4mSS6<x{nd)76s$GTKca~MP
zB64bD<DQnCdm4A{tlrg}+qSEs_kiY?$Lf#&PV-;SH~i-19VgE>pEz4L@W<9ee`!7R
zIz-x<gYd?hY974adgQN~p4YY=1Ux|w9Rs7g?Acce_Wq&pnHMWNhidyLR0ET>`tvmh
zUsiRzQg1k?>$=d;HQLZM4ks*~eymYH-fXxCYc&djq-pjK*FFP7_Jt<>#YX)^!Q;=X
z0d}23+uL4Ib)IV;7;Ay)ylbeo{nc$x|EazMSb4FjoBdorp=%$j-#^^c0af!Q$fw)e
zFQC*x(C(Yi^o`YY4_6t6v|W=ehAWL7GrEJ98V+7+ZokypeyOGXV)H>XW?YTd_D$6E
zj&1KYR(4&e=ssW3bH1|o!uH-#o#FD1!M`+hzgFKd*=U$*?YZ2npVaOjsXs8R9x$p0
zhU<DS)ELg!7=}p4&h*~E>qf(PW9OK*eFV;B4R|7$01TJv^%v{)lREvhwsT5#V7zAE
zaLqoW>cFTD7xcjQ91{103g&O1u$k&cY&Yx#5dF1(5=M3u&VX(<xC7Rw8bKuBkR3HJ
zWG8S3^}P>>KdI@vq^51pIFMb_F``C+Kf8Xkn$!ZI(oJd&mo#7zv@iIx&!>$qE-FxF
zX3JtBR|1c~U8kg_VZqViVUbe*AgMP6Zi_|;4SNTN)y^&TPZ#8BoL#~;taEqT<mu)J
z86hOVKQbgJHY6l2C^#-KI5rpyNpLixTY5SLY+CK%;~5zqp6clnzHF`IgG*N1ng1hb
zXaAAV{va5|b{w)l0MgOQb*op|uUq338>xVtzIlVM;}(h2)&M7m030|v1UPMl6c4dI
z+}$M-uI`ld&5Kg2b1rg7xsGslApx;)jpvX(7};Zi>5{kroIwJb!1&-m1f8SQFr=R+
z^EwJgl4laPPeKsHaBma@y%7pdhWaDHYZ6K*dBMYt9Re@N>Qq7i&Av&YkhPiF9SBYm
zI_%(pQI6_HfDS`BIllw$!x@+&^c+RmMYP+%WD>U#eJ(sVGO|!A%?}DvBISCpBm<df
z$oD*i^1($RfIJ{LQ~?l2?6~NN{J5xMSxi}CY<YZiF_OC>R2^7${@5xI*N*h<w2?qS
zo*;R6SXzWMJv<DB^0bD9Ak1tAJmp#b7krfgOpiu18|0n~M%u^pm|)~y0WK3X%R(Wu
zn+j98Lk8!Z%QBfrPBw06!eMG>nt6!ukkfM$V0;hCN(fdah2}uVP9ixe+w+oPMh{1x
zxNIoZNrVqCVufPXF^4s1%M0W&C5pK6l;{$8yC=ZyJra>^^5BA(La+`#o-#?Al`K`_
z&(w$<MPx2YRz!(1yd+avm=>0o3Vl9yCV}$UfTS3SEW#%~!Y3g%AUQrzE(=JK1tca0
zCnKJAQczNCNSriW8W<ex>nD)}1cgUL$HXQ`!=t^t{WscgT?$e>JlmEmV@$bat5yNj
z5in-;vZYHlECY?re)%J-mp-%{$uE{Xv|<SoSU<GxQMkDyo$Kng8#iv+v}G$0e%Y$k
z%Mg8T=}Oq4mM&Yn)!Exu66WqDS+RNpvcO?S`!L)>Hg50$ea<DwWrGJYZfsfYfMnSq
z(IIWC<2natdnb1%59dwDoeip-v-@V!w<A!z!+Hm&EiQi22=9PkZy$-Dhp(?Q1a?;s
zXBSVn^SL_vcm!gL8xxtHl2ig>JVM04x(yw8PEkWaep6v~a{*$%WH;yMwB#2&mRGnl
zJO8naoEC+0Z*o>|LPmF7nm#(UJu>xRxcop^^8V1|wvfbqLGk+}30>}qhquHX*%;Zg
zS^A7u<c`RAjY3|Xn3|TLNSCE$BxGhMWalU37RmBTWcg)r1?94wf`r_H<iZkp*|s#e
zajUiYEj!A8wzs<NK-K>K?FWCU?)q&*|LKOo7n=^f+I;wY^I>D-A!Ebg;l`hjKXzhz
z_wWAv#BcuG`isjAN2VK(&b0pG&pUth*B!@hv>tiA>F{3~2CwP*ufWQz?Z2Yyzl!6=
zfw7v7SBswfect0Ii=TYH`rs?t9;2=gM6U~t&rLNRx!m~NOyhHxn~q#=fCSw)LFBP6
z;%LEX8V+1_oiG-UHVsTR4^HD`<+HECcbnnVI9#f0JBO>=hqkv5)dJ1CMsc2q-+fF<
zWrT3Zr#O#mD%;NPJaoCWe;Q6(D4=`;1gkrYRR_**J2+I`Ib4IP4h(JIcXs=;XR7y|
zt37~VEMuD9i*<%k+=YzG=724LNao)S^E52rqguFxb6(+4Q?u|dTpSqk{$_>r?PdlV
zk<5vBMm#k5rs3&O0O<IW@z0sWO)T_rt_RQwyf9A2ZV2XjNbAO0a&Uw09j<3oSdY;*
ziK>M-&rlv_aUeU2xxt_WfMzhI>xFH7y0L$zap1BFEgYC>IP@9}?i}<t^-nep;2Mzh
zE;aQ|H{;6gNly1(uLoOTTy=1yu6?AoW3(2Z?IShq3)=YkkUb_UK0+E75(up|#8^&u
zjX<o3sw#DK4s-RuiWd_R9xugbU_wSxsk1`>Jkf#>Y97(KCDHgHvc-i4#{~t&NF-5y
ze&IoZQK3Q6KAypW-Vtk;JGwdsWTux?RB9ullO6!22>GZ@On4@@1JBLK{s1`)**);!
zLyH$LNAArHYn>3n9e(T1TY_9116`bgoE?Llw+1?I#h)Q=&hU(j@N|vxc1QBoD3-_-
zigZ}XVJ?Sl9aeSb$cAvT$S;F*FafLtCWHhhg@z=D1}72LGqXF{*6~A1=}v@slI1<(
z{8?e%@rXVLaEFm1G1wQ0Yq=mcNEOGWYULH|Y2ks2hyY65CPm<PbBH<Ovmy9QD2y5=
z(>$}43$}OweP}=;N#eoe^DYJHU78~e&kYGtO8k+}1+bnDWDf}d4W7%(M$U22x>Hd1
zaAbnZkBuyfiz-2h4$nv07x3la9|s~mV4Vo|VA>PD!yKO)9;N`ehlMK01CB%X;EYgQ
z05)A%I*>go9GTz2&xcVaEjl<omelN-GDzqYYmP$9Q7l>F$f0nso(1PJvz$)ccmO&?
zdk)q~<qi;+l5;w|*ceBSXmX?kz<FSFB#@nP>>~<OP*@0hN(&oFyMol{B1LSmJR1IV
zKzu}~qXQ`0<uL`xQTd?N!SOADa>pZZ4IRMAT^3y!A6pb3TNoFU9~+Y!6Pt}diP6yr
zsF@ZSiG$qO*!<Yoyr@WJcsQc*q)CxlIwUzNFf~b{O!QaEd^3|IIT>NaInkBbk>&EB
ze5qT)rZtXRH#mc<X1`|3Is}b@<J%gr)Epc(I&9nss@<axld+wpYFYN+;*}3CS+jIG
zBF!Of+-l^9UB7AL25bbDFI&8J6+A!fT{k1F%|^$~TY$Vy4x3lOE&kz$kPU17>J`Wf
z3tCBlkDsTjo13HKx|J*7g12hfVuZ`Vw+MLaxW&cY$<uSIC#Z2Q8=PG2U0{Xxarc7~
z-rY0Y!;K75;l6QEe%QmrhJs|`6XD?+6zGY4b~Matxv8ZkNIRZeUzDRp>XRIh*p-!O
z$}&Y(S*o%;HM>Hdvn?feTVhUSys{!9O(RL#<Da<OFYyV#q}_fgKa-^Hl_>W5EA~p#
zcL!(dLJD>Tm$U_!>%+F`V`~p)>YlCGxmWw--kMz<)jK<@AJ^CH?y1{5SikS*O&up%
zyZ?J<-}8G9oq783`6myZe`4V5j@~~tcD<<Uda<$R<)*$@>%0C(t^b3z`z3A9E1I4&
z+TNkY!O_M+z~w}J->ACpLjAx9tlQeb303b{ZP#dx0cBhbtQ@@BIB-SR2V3*Brh7^Q
z2QF4{tm_?X=mT?mT-yu0hAsGl!14l)vr>=Xr2_z+i@-!eD?Lc&<M67+r<(l<n1f$7
z&M@Drag*y7LvVl^pbd};5XX7Qp{NIzWt`zO&-g^(HG=+*;oAK}HT%!kwL^mqr>(I}
zePvWz!4@tQcPPb*LyH!7cPJEh_ZEtK(BSUS;!>bRihI%E4#6D~9E!V>m)`r{UGGQE
z%9?X#_MSc8?32tk!)LfJNv$SrjvdY1D=!g6ak=2U90US4djZ!0^c}J~_jL=3{G6-x
z2#p_XB&R5qJIT3*a*J#%xm~VW8=^z#o8#e8c4J96AAf~pk#%k<t%i$WIEk);Yhx#C
z#DkY|ogx|E^9Va)sAI6a^S9{{X(Eg}2P#T>O*G;R1fU-T%-}rpymdKZ&Kk$&N0>!m
z;*AQ%(~oq_<wZSP4i&^(qR{mutZPn`#&BlAUJc~^{`l{3weg&jwJ3-m)mlOP%~#HT
zZ3X!Ygm=`5Yk9TD2XS?j-BX!PLzVIvx|;!Op#(@gf}C{5Sy6O2pCnbuf<)-5(C9ka
zoRKg3?!8fvZr3QDkMu--_1XLy;(iK{;dk~5DdJ@Oy_G5g)u4LyNFQr%+w8ZW90?U}
z@SaklX=`(*kp{O2BDV>lwY4CO%NQHDx+k}`(NQXYOZRJN_N!<nm!2x5NhNS=r|Y*1
z=_5am+#t8uVVWW*ijM1|#ITi4>6PBO3#%8cJ!mgXCc@=%2(XAalT{|yEa~OQV|_U}
z3qVT5{Q~IAK&dOrNXotFqVp5s@glsWcoG<bLJLqrY@9Ynxtz$geCc(uf285(GY`0m
zz58tKaE_#fYq0%VF)Y$o6#L5aeUg}R79mB>`vPUhgD4h4>`*@h?EURW`4O*(*>?uL
z?kX|g4pF!^<fb;l2?~VJl?R^=XnuyiRdDb}KT`gMU?i!jj__Ub;T<X^-BbZ`s4SYi
z8G11A-RkCK1imb~aw6_<l$C)Yldy_Df2>gNQne7Zz<cRl4M70&>Hx;b_}v7hB#~Ou
zIK>j?4{tqLqFOq6uaAcafC;~ZgYANR1*%2cMTk`VsA~L3(QK_ChMd@UI+hK&uXWtv
z6})^^vQ&B>(5?oFOZwitmm_&6zsnfD%MiK!qf3(mZ#*rMdB-A?xq!?~eN(1RO9pHD
z?D9<7$JUg47QNdbIye&p@u2qQ;v=ZfR?$rv;oId!Sk2Y9s1H8hxXGrDLsEZ`;<;Sj
zE*|Y7|6chW&xBik++1M_@|p8R^Lr%v)E(t_MjL19?JKF0Xbjg``<>mu{$e&(+A0yD
z<u)h7Qv_47!bL}uwxzFYU%=xhoeAi)hsSl@pSLt0=MpPw&6<{cI?CHRN(ObE)$}Cr
zNF)F@`QJY+u$eSGOhu-10IhfG<m}Vf4BA}lQzJ`2i6yXk73h|uWGy6!;&OtVUs$ke
zd9&5d9x4weO^3=Rx@7w4e=~BaN$qnl5=nvH-M1;ohyP;QUb^=|`Sm%Rh$tML&%hv0
z%OKrkF2iUorFz+*V#Q>-p}B(S>a=OZ1Z{+hn#q5&IlL{<s9_KAUM-KsZ}&c?iG<}A
zR&dcp-P{N(Xga)a&4Zg^!1FgabJsXuQ78B*UuLSTVD)?Hfvfkc;e)tjMraXP4-*2f
ze)w_l-rxw}#Wi88^4_TMU8xq~V**slu2MOb?OSac#Hy2Dh{bhj%z{r)ez77eau)j0
zUU9WlJ2z16uOca?_0t~*3;NgMiZ4I7Uc`qGH<Pa(V31m5W?$NxFcJ-|A(Y8SO-n9L
zZ2W$<DPNwL^?Z8(u1d~Q)$fX@i6C%#&1Wx*Lu-<#Z^!hm1!>2gMvGc75%TJkMnk#-
z`v^6ms4GM{8<Cic2mvjV5`_tyqWa*EI+i9`U!ZEj0H5Ry5(&ZydZcO%x-V(%xKtQ<
zq=TuNw{LCmy}j0$j#%=bxvqQx(&cw$L&j5QW3`&cfT4*d{Ot!7wA~(piSuDf1Wh6B
z9c%v(&xoUafvTkbcAHl<xLrF*xvl6iuWp9oNEEL4pK_j)e)G*aXp)%wb@5{_eyH`U
zm8jLCdoSv6XbvUx!9&RrL#m*%GRLyL_7>jUMw&!Cv<u5Sq>u@IF!3~(b!5li_@6gZ
zfT(q6o-B(DOPYF3c&}#RPcpbM-8{vl@C3ZrWR^CApI^)NL0F4U5gkt@8b>V-GyYq|
zKv=~4u&@zn>CMp4&7=w(VZYLD1I+K}+re_OS(W77_?TmA9N(0Bk~e&(dK2j!NLJ?+
zk0;)F4()wOrj)-yqvEF(VGm|=pOZ%(UERkJ5YQXM2c+Y_3*2a5-zTg&dAqTLs-H-!
z42Y%I2PEEJ2K^F29GW0nY#Wx#^(p%#nSwTg_G*=owrPuS-YaQ4xtB6?mG=4(VO7j>
zlBjb`_aspbELfL)S?sP4?kMO|L;s%CpjtDLM7fV)9TtS$^*sw~^r<HWlms2iILkRC
z6Fi%2c3;xoD8zj$dUQH;jmr58`$N?0d_u%{U)fG=%vv#WC2yqxCC+in33WpO_A3f3
z5w*r{D_o}oA11-B<{#U%iAMOg-oPA63B{0Y4{hrgaaW+Y>kF_BLADd;qm+7^Bt{qI
zapeB*q=;gvIcm9KD0iVWx23)$Y07vs6&|JF)VjGaT1cw)#Ah2TM5}W~RktdeJL?4J
zFV-bNJlmrKL_M~z7u|=;aDsOW1@#ql0p`LNAa|5N=|a6?`5mUhOReB*^LY(1<ip`<
zX&(;)<oh>OeQ$pC5fjuYNLeMC5iH?h2I3!S^|}*n2$gAmw$s<Ovz1qh;(q^5fbWAD
zVpT4$8Lo;nsa{kmHDMYNNmX2|`ap!uz^h4m?#~({VWgkw#4RdrRnA<|Zx;7Y>n5=J
zeJc0Th$gbrgaoVC+fR~-SgG{GepHjERV+1FZVh}UhyRa05phDTgzGnWMQQqZk#F~B
zC$eF}-T_rc7`tK=y9@LotC&B5M(qyg^q+pLLM)w~6Ti8l!#dq6M<1@mU9!wNz8q$G
z;+8M8R6w?Cho>;6HcbSAHC|INUMHeo;GW|}VJCb{h*v^e;}hp+qlYKpcf-U|`mHo_
zh&gIUU?y7W?dR|1YWSVK`6W6f&8At*qBOu)ea1`M?~DY85@b6G)AWNbv^HtQqXj}L
zU^4a#v20=-O*e2io)?}r++2Gxk4|7vjF(F(qTzW_k;>qJy2}p{?kX{CoEv+bP(5<g
zD*mgj%NVCKzT<+?<zAlFy)Pb-99m@U72&q?B9(vhs(6&?iWEF=k(E^N(AU%L+87U8
z8Fhm0Ol3c|6&~kBJU0~BV=`!yb{`7UAeg=*qj=Ew7LvjZzxiXOkMoxVKM8#<s?$wz
z4WpXLt%8A+j)jkT8d1!SDN`{WcPQdY<p&;F6K*@lGpTv0&l$Hmxv$&e62`M)iHc;|
zT<RO+1z^Dg6n}!SuJ@?}Mj@`j_EWFNY4cYqzDmZZwbv0&hP8?}&NDwSHp8JbM{Add
z%!fi8`oqT_e<0qnfCs0=z#8>WQBo4t3wf#KpNOXS^pn#v<cV1tYHU4i7UjKR_Szqt
zL!B&~toOEEr;*h0^rhL}2DSa*yye=>RGm1eh)aIxz{+OTDBywCSbz|{DRlusA32p{
zd@VsU3FvHtGa3aQWJy`9-V|Dm+m}w_!)sCZYihhf*kC6A_=s3G&Lx0}>>qEFM;AhE
zV)VBVp@_l*Qk~|+(ppN(c`qVdT<p+wb9OB3*87I@m-Vuj_2?IuyAU5?1ZW;9K^hfN
z8VQl^&mjjKYz|Cpa9q^r1qwNvdK!M>;^%V>f?7>x<-e|o!L^7fw$Wxk^PQ11TWU{e
z<gz#{2j$vCKIQQH_8|}UhxK)F|M|ik;%h-*6lO~mOUxEL{5n5rTv5p;S?r?>7#E&+
zooT*n?#8Iu+o=}KJ);mzi%LnNJ)eV%T0?bkOnkgWCF3%txT;))%fas+?3HV7vWcT8
z8X;zG93-JR&wz~j4q3^XqAqnz6^g50qTUeX2~S7NwN3__*uGRH*dtwIM=V=q3RR~0
zo+KHAO0E3<yHN74S4)}KqGBoc-$S<}cqjzcvB&XSlVea^zYL{QNMiE{gtXFIeNy%S
zdT0Z+t%2IwQXU=zO4inhms+91xsw#c?ko+llBL2l;_d5_i3;J9`ADno%s(jZ8>gs(
zG>1bA_OSE?!rQUVJ|)qJ<5^xydJj66QI&35I4XP*K&~B*!Ujjl|M3oL<K@YcZqdZo
z!=0zCN17qqpb-2>brSbl&DT5P`e%O0Sq+1xu*1obT8LqBl8xCE7dt{lZ&|$P@`WH1
zqfmfX@FH#|C8m!tQgVLCqND@bwHOz+hq#*;y))qKu<&AM3Wa&<XTBQ3t#~oMB*!3Q
zZg;bgA`McQO*b8f)mKZVXVx(^bYH?eGRE<^UPMc%<UM{!3W~gxgSlaxY{F}DrbIm5
zAf+t)?*#PU(db-jN@j8H!3%B6)n3M-Pvxuv)h6w3_o1=rv_=opJGkiN^%j?3tOJdj
zF+{x>1#Yhsa7X#8OzMDh7b^C;B2|$6rlsM*sj1QK_vltjcrDc?GVf2OX#|*?a;B5E
zNdv>06LIj8t>C7t(hr(6o;ErL@}Ixn-2C2rc<^szuTn0VeW~ym48EX5WAUO`?Ogc*
z{32NoQ+Hf}-c)Vrz)iQuFO^NOz^`bk<&QwK8Q4=(=U(g;Xbu}53MDY*ai>Y&UV>KA
z7&_A`GZU}y<!$0PFOF){m1@%s_=vQ9Ranw=8b|Cy`XEBwtd@Gv!Yy8rEt-5oXwkBi
zpe9Z^{G{KDyqTPR-Xme5$!a4Umn`99>R+cjua2gUJtZBmEFVSsL-8yU&oz=P{le9l
zB)^`g>il*5JWkx~b>i%G0o7(qZy;t_o4UD#P9xGXO}EMd{gWUvucXC77^<CVAAzF{
z_h~Q|{tQ!97Gl_6#Y(Ct_NY{JaF5b$MgkF=#SA)T>JCBTw~q^p*u2n#hvE%MoIjD+
zSXNxY)ri<GPZW|o3Db*W!Ixd1qgoL-{5Ri9imI=C2;z~-hGyWBcBbl&S23c9169*(
zgJ|XuzQ1C;%<3)UDn)tg_L?1cRvSG8!x7PLau{i;wrmn_fh*qEv5mk8>&R|VKHL{+
zuz~ho+?wPp_xSxsYk3>55J%N8_syJo=|RCIA<Us&O#B><VxC2<MsgjrDHw^1B*YS}
zKksdR*keR3s<aD>i)Jrlv&Iy`MtmqxI8?8QFK%B_>4?f68S4a^vD?K&_qV~r#E#3@
z!IpZ8l9L~CJ{YPU_cv7D%goCKABWQpm-O(K{E%S73x=Yy5>BncnGX-fsT^ZJM_gg)
z2BWze(?31``LJ#7PHU=kGmk^NJ~3?$V<KU!{?5vOcNZ2JB#QT4<S8_y5b^LO#a6=1
zS{3j1Ms}LmS_|h|>O6_gu{E@VF{;hgg8R>YmA{A3s~|xUL1!t{F`R7OO4+xSjpcfk
zCUw?An=Z>s-Oz-KGZ`0rQ@F!%%8vc~qKM<Q2LOd^9Z%c|I^@$zH&3C&l(aS~_xJei
z##V&+McC2guSXw+uB@OB<%o;gcRh4LV@Dc84<i@#NXZ4}3f3)xL54wruVVVl7=pud
zziy3-AE}QPaq6^_lzJ3nyVkVSOV@5{kV;V^?h%F}rGy}9q#zzj4%65+DY`KVWoa*2
zWHLm_E($P#&xyip_ty;yuFASBN77W^bBi+aSLvszM}&m#XB5Kg*DWr-{+6*%r`lT5
z<za1v)|uLv3#3XRdW-!@IPqwxHbJ{`3BS2lM$rndQ50^_UPTS_XXnSgp_Lk@m0~WS
zEvtFdO3`KB2?#AjU|uhzueU0!vpQ3JC;YkMO{Q+0Mf;Z_)n)h@o7G5i-CEoc{v1ZP
z1>v5@=~!+&)*EL`-Clkq*(xh?ByleslJ+Wf0<DTDsWG3ZzbIut!}e(M-T~x{rR*Gn
zMTzs}m=F%PnMU4*4tXll8bs4(Mi+G1hgA$KMwsNa^uL!)v7*#QR8*(I*9@giqQz2F
zLszvy!+aMd6}(_1x;gxbNTZ-k!y?8OxiFpOwRGy1%xlZgO{-Tb@7X^xAlZnsycgHW
z%g7^6&B;h&NFR`U3`g}rx%d0nj?^Rb<ID>O^9CK~Ix!kkMd{nfjs-I_!Pl5S4xf#I
z7W&29oNQvUWpQk*X$wwzc5?=Qm$xsbS9eW*sd*AhENQ$b19Xf6?`OnTZg3n{1oYcW
z%I}tf|H^>M15QBMftMx4X0We=rxRZTuj@|qsztr*?xM9w02D1xceUkyz?XD*sXzGV
zWlwCdN(^}Qx2i~wO2qfqwO-&?VXt5Jdx1{RJJ)Gu#?FE_HpjJ~S=f{BwM7^jXw}<W
zUWBvgB)9B1D<oEz&!q(`gr~iBz@C=okfRJc-R?TQ31BQ+c7h<`Z#c(?@j@Ec6h|lb
zin($-h@3_bjUp3Vc3u5j#H{Mn+n^-ySHWRBZn7Gb3+MEpQ$q)m(HdwxgJ;Es#Xj<;
zUAFsg?|N71NjM>|@$bmlZ7aT?b`sUXE>(Xs^_ovb(1L6uG{{?>G(XFz;o7*kC8JWg
z^4ku%D(hfn1U>k^)@DUL96EGl5&dHy+)k53PID@=fTJHtYmPZ+ZmQEr;Ib8cW{Y6f
z=WaEm%5P62BC8!F*yql)E>yxc-B54!<#a%iiLmPye%MQN!`K<ZMm5bu=$Dx@YEH?A
zwCYL%{h+|pTl`9Jq5?1dV_Heq2WuO~oX_Z=Xhs{(@2o}e9sHn{sC(S6lW1LeO6u>E
zau+&g5H~muFqQlLv2e#*)T*2@WL7wmwAoo$PTox*&EsKX3?;1LdeHx*DsV&?@~ojp
zXqyT~f1047+I2hXKFc!a-K(J@$ynQOjimieug<1@=t5{aul56Bi5wSKz$*@6NoTRY
zRvHSN)CZWOquB5wACjme9AXWLgMmn9_udNk53=_U@`y#xX9px(iSK>`x!;_QOSvMR
z6TDaq8HS_JiFa<`CInBrw7d&KFp<{VMCihFNxZs_IXlNzK&)sJR7zUu|5~q58hH2c
z-Q~sPG|DAiyc-BCuwQU6PT-^|pWiZHn%2P+LneBnzcaqtuOq4<Uv67mp;w8lPShjC
zOj`RIo1g8T6iFx=BrTdN-I3GVZt@eI0Q_orK>dd|2h=;PPk<Yt2|+?18QPn`V~#6}
zU-wA+!0PUJ8D5rKLmKhr6(GhCsg<U`%Hpk`Y)!NcmCKt>`B$$gS+`RL5QPQL#(Z&8
z0}#AWhPv1lt-l<;k-nip`7HjK{clnk*&mxOa~yj<TThE0<GqgY)8)Y{s73r_GevZ6
zR)rT<MOdHD-w%Inbdz(e^Y`<Y_Hm%F5GIN`Cb*~RQlMEB(RYOQ%5)Y>x4oj_o<Qmg
zzI$Vwuwx~cM7BFLz<X2t<J?7$anR?kl3q~Kn~7{DnwEOPZBlkyK73D}R>JRH66O8w
zx7uW(S^@;X{x1ST)Pe<!WFZ*0f&Ldd%T~8xWBo~?zT8j;Rm(rjyf_=&pHAd$keSe~
zbNdTa5M2nPNDwDyEI&<KelqCh%5X!8S@f6tP?OiG11<04_VMRZvXhRct9_Htd>%er
zd#_EGTrS2#kUyo=r}HTWtfD;hNonZQw`AY^q+FEj@OP?-__^5>>G>3988M{?!xclH
zre`)%buzO|3x-OSz*WOc6{;NN+TV14{7iQSf2bb+P_3o=+r8Wq<#(Fs+7=2<TRoqM
z9nh=B%h_*j-RpXWa!$g2hH`)Y>LtAx22X5~8V?qO_+KTCO9Xx$tbVz=a|VmvL-qjJ
zJyQpGZ=b0RadTH5vxlEyha)dqdU;R%-dYQzZ3*K?VxELMWm?W#?zh#D)%#KMaRpcf
zWjl5wKSkqP->N3;&Z^_i=}Gs>hpu18kIDTPZZa@?9ECwXBzc`v^?*|plYEUC9_^KY
zrsBPv->_F9akMfDRtwthU}g7PY)wC2(qawmvn1{u`y=s{MbFOK(ZyM@)m5J9S&`LQ
zdxsOs=~vbS^4LLGGF}jUu^MlLIPR1aa_BeNG<)=D8heY%i1!|K7`jtcpH$YOO8KWn
z%^m)VK_&y_S3KqI1&y2q%lUJ3$R?73&`H7RVA{^i0T<Jv$iS->UomyRC`rNw0j3;_
zk8@@YoHXkPyhP91<DKq0kEUe{<k=7SZ*%2Xk5MY<MVZGot)Qt|2eeG@d?r7TYudU-
zWCy8sCVk0UinXvq`;!V)TfT$GB$NjqL2zr|>ONw;kw++6eXot7C6!u8dN6>>JR~%k
z^X4=vMAdW=!Bvwc3Ct%8{GF<eh~Dsu0bxQCuWM=yeIzqD=$LCrQ_>~zVOTKX<(;Xp
zWSSWI-Ldi+Bdf%>GuiwiOL?!?)8m?=F8PGO^Wk?+=pc9QeL)8DUJu-*aJ3$@H>q8!
zg~FI#Z<yYeqR=D)uzRJdsm$Yha=R7ZNbC0iaOh_KDyR>^|2GZt2_mtC0KZji)9}~y
z97saN7R=50JwBd5>AY}?c)fZN@zF>MfKwC{a}*R)o^d@JRkiL71y;y+s@x*x0kEWp
zt|ZjFS7_|BjkyX161R9?m&3Rv8lD9q>&@J4>CJtEjD27Z=~sLFcfOB<icePi`mf)+
z#$um`rFxgPWjANHIm>F>m1=KnP@&SUK?G7Z%OB-ax3QvrQV%>l63(Nc1T_$2EhnU7
z<?OtIdXht_^D;`Yu~qbI=Lt+D%*olLa;k{z&!T_0GsTjy88x~+>!L{<akY2!XuRv>
zT4bRq7@Jq=L_SFf&O1Bz#Ju*B-%WRs0Q~ffMQz4e^~4Z7MyFP&-R+9pvz+P*k1utd
z9B`kqq5&ZNPz2zpc;d&64ktlEp9omefIYzXGPr^)#@l2=M?me5+IvrvWP-1#3&4@8
zB0+?(_tC+K!-&Dm!5_yX&^d#=IcI2SdVS)z0ZH3C7EuyNr#ykSN6cnM@P#ZG*^g?!
z%P0){lM;3}z5P>3?n{7OF#~g>VVXV}wHYyq8K!k&0#j0iH0oXw<swe)TG)~Kh}@^k
z=t1^hm&(m}%6sONg<=XhML+6tM#-lq)kP_~4^<?+Y_XGMh$X2B^2mtt$S4btE8K^0
zCwyK{tw324qRylGs$|aud_1V)ppuRQ!I4k6$Q)2vx6M&kJ9jObw;%WKYa&KzUEv4(
z0~#8A=|B6^iy6P!yh|$?9TBuvOJr3|WF3m)7)m0t85!aJyptLIQB3`Nihf>-e(^_k
zH8nZQb2mAqTG19sT8<Aa6>J}Vvwf&yW6>efv5hHj_{A6ht5M~>r^+uCKP96Z;zm(}
z#f$oo`Ht|mJhp%f^Zt5x<v%gLW2DC1(8dRuzj;NiGK_B%U#d11hl|Z#fP>YrKU)IT
zyp)lISNHQ~iAPUs{kfoQ|098!HsI|t_+{bRCJ!b7etLlUJ?+DO*@2$=YMb+)=3tlG
z)i0-miJjrI<mw!U3C45JPvGUEg}KP;1zgi=ktg5hT994fJ*W}Xe!e&*kmU=jn5So0
zY<%b>&&nguIsyG{g&9K5g+EL*qLWTbXhgac1<lHk%pnPq>JmKr6}lqOa7U;i-`UCj
zsRyd}4FV`~9mIsoMB>m*@b@DQ+kQ+VOG;Y!6%>z_{w1#@BmMnXtiI#a;kZkEyzBli
zP|zbklB%=#QH?Wz-xJIWFo7pbx7cZve~zo#di}0=ptE*&PaRg%gh!wNE^7lXkWI{a
z<&}Mv&|2{cwsMhjL++DI$0C(Ga~bKKLyEK{O<+94)?#Y3mI3{oSHpjhY*|ywl*0F<
z@bHN5E<NVvzlm$QN<0+|gYNMNhgs0d3B!NX{oL@WoB`X46#uZ*X|(clky6+gj5kDP
zV^kG+Ph3E{`|i?B2??HftuXslqsH@^i$Lfi))<OV4pBlS&UvPFATh9=1k=ZXF^Uy8
zv-z{jmxU?&_{ie!7)D?JQ^A&`+b(aFKJQZIzXXy*HR3K9dxxzG_V5Tge3cG>@tjNr
zKj*D>M6@s|)(?EiZDQPg9NBgHZfZeQ-LGG8&CepOrf=|61#m;~ab*w$fqgciij*id
z=vKm*7z>>5vl}M8D<=n1(a3oBD)bI4rM(D8aew=@Vx7n}(_1xXkSFpmXo*w#>q_Am
zzpu&0s+kDNv*1Ob-1dKCNeRtB0!Xr9c2VMkUGix~X4a8b8-2STY9=^){9zj}&g_fQ
z9?HBPrVf9lGi^hZe%k*mv;WgV-ljyKL@6R4!vJt0)f8$X?)%ZJirUOcFVdCk<U6U4
zWz!X~H;aAfn!?)n2!;tRior}yjI8rPOIQ&0t1fB05C6L?9tERVH!rbaF_QS27oZXU
z_X0I*KqF3iHoNL)<MsPrEBwC0P1mcsm7}!qR4lQYNu>XKIpbJH!Ww$vc-SP)>iAzP
z{64=Q)Qn^ak}uv^UFm4Hl1D!Pa1ehBxHtqbUimFwIXXUU5t=;(bS?^BYIE=DLD~a;
z{%ZUs*YUXDw{Y8j@z~gNYZlld$6R16<mI(9=sdP06bL)%^j5g^+9GL=0F)aU&Hkk)
zJRQHJk?7Ymi>DTtL|@2neZ~=Rss#JrzRZ#AXNg6e13(YVZ+)s6XWKarajDNH2KOj+
z?>JnSNSbX6dd&rep24KUW@L}IrG|z&eyXe7@dJLBe=D=cD;KY5dcHl`+1(gtT%N4P
zO&;R#e}YYE4IDI!Ke$cg!#=eiihSJ$vDcX$fOos(<^vt`7@x2HA^<XT9iT;iwNCo0
zhxPVKTJ$d%-yxUt>#>;5<SWY0!!Mbj%hOl@@2S>huhk1$t@pvDuJ>ux(^FL3;Xzm#
z_)qxI!x+FH@30!^cIx!Z(SEWvclQMN%VqKI(B=gL{MqVgEwxQwz{n%QZ1HsS<S7oH
zLu-DJO(9a^Iho-?jVJrXGx_;p3iBj@c~9YHAu-dm{AjTw@Vl8Q>z*CVMjI%B+wKfL
z;!-^Hc8Zp*d%Rk?R6cv$q#R#~&(De+d@8cdvw12B_}r0oZc{g|52J+iK4T53ay*<2
z>`5HMv!ungAVghOMM_*HOGr4SSkzT#++^PFl2v9q+AFR1uicYb7~bsND+syxt@m$4
z-pq9zWCos{z(IoN2@RyE3k3G@b{~6zc=HLu4t0QO<B8c%#!Zh?0w13$_nbE*cs~N6
zf6u?4+pe65`FS;;KY*(z_Kim8{$8Y6wab4y-9WLnIo*ddqjqixGZ+<L`fhl0v_9i&
ztZoVE^;<(}TGy#I6j+)6)*jn-$<s681il7Hv<Dn^ten=l9p(yDspcG!C^8@fTw~p?
z%RVCQJ&O4oXwSW>gUku$1k|E0op$_&y^zwTC61|a4QB#CjZY&3L)$h>Pk)BNJ1Ew$
zb@p6OL`W~z(1h<UoQ;YJ<2&~gDyYZ})#%YYU|SDqs?e1LuxAsN>xTROINkYB#fv><
z?|O#Xuz3Rl9San$3%nn`KG>LHRHKkk-MLzd7FchzsD8S#YC3#`y59^)v{?GzZ=Vw~
zg4ge|6ufpYj^L4#P{*xLB?%N_UOxk&cL(kQ5*gXES2!#_1!m5IZWprz52CjNZN@uk
zcXvCCs}Yw)9F-PVE4NFgSI>#zZDUIlB8%_*Jr0)-wvZmL234sficclHzC2VK48&GT
zJU+#O*SXYU!g!j+VOLvfof+w>y<qOCca8p%^PE8T75SUMGs@_^=jZGNQ_<&(yQ{eK
zqqFO5-Xc(j898hxQjft@9QZU#w$(CI0yb&6&%?>v7RYx$-Pf8Y%3p82*&Noo8@?ll
zRo}rwZv4;BBUgRSW33=rru&XFoR255VDbC?Ej956WpB{D%^g*f{7s^u21<S*L63md
zeD?x1h$o?7CGcoy3b6wS-TuVWyk|kSrr11oa-+p)CJflU!m?qgT6-Du<qW(P7<GEu
z+yWGHj;iKK`%DSCKUx_{5UjmQ<bm8ZROAFI=!w^q-uRUucxJV*B!pidv^kTR`3CET
zrgErtFsm<gz8r~lK6`K9?j0y!YWY6|E4FT<zJ`UIcy#$+62%jbGJpL&!&}(ddi^jK
zTT=E(Ew6ZfnRLw9>I@jqVa1h`Mar)VF^`9h7?L|z<rr~F1cnk%YYm=vPE4#4^WH$#
zfvIa(f=)4H)+j}~<GcUhavqu#K!pNL7tn4`Gxf2YmsSu9OsCHYG`IzK2XfX0T8b`@
zfJ|eN49d@oNo^z~EbG|x;y^-EJ!ULqcToynOL<$*b}!^FlAa!mhAZxV4`H_8Av61u
z)!zCaDrbP_{nZcM;4jMGKcbG&yPtSv>EW#)oo3%AG{f`m;3w3{i5jgBvHHgs-ACJq
zo<uPmn9x3Ucq<h5|2=-e45l^rjfe?$Es8e(y4E9L%B}y5uo@DRsuzwz@jOh9Ihv@Z
zocl)p4W!_ap|3o%l-#CL^t99A!~kgqcBXfsnR1;ebbO?jfK{Y1&2RD8kuBf9CvPM}
zlDO<Vdbo|-*6%Tx=)7OqM#)a($dQ2oD?aZ6Y$caFC$8A3jSk<pbH3aFI^D-QhF*3C
z7|rf006+8jowrVHG1axge<$FQCt~J0P-!rpom5efL?A-4UQRVqK+P-u2YBS1{=KqV
z7neXMWLCA+Rv`yV<jhlPn37?&zo?)1Ixnt1p5ODQUIpb-4bu4Hkz<xPJursk*D4tL
z!_AgG+dQjDKUb~iO6!sYY8~vkExRNf;Bir0<1@h8*+w7^n|_!Hcsva{QrOGBFl+be
z;hq0LGR-Uoy2=_X><2Ar^<?Y;;)wMY&xf4E2>VEWn{m=}s1ypw(kuCYzyEXHTC+wp
z?`XezPYx=>|EB8R?4E~svxH+&ZRr$tXLcE5XZpSmV&RyP9>q%YsCJidb_BVN^JW;O
zdikro;@@ipF$lKm;*d?Fv?^I9?#)e(Zi@=EzcLBWi1Rr7CANDgM6(Miu1ULan|Z<(
z=BgN7j@WxMZmaEYpL44S0KNP2ab2$2yfo1DFz32;LX18@Y1z98fwtJdhtAmC)5BUk
z4eGz;UNxdJ^b*k9D~du|SMN0;u~qqYBKIRH%$z@Nv-{q1)#|OAghSUEnCb2C6Mj~a
zoFH2T)ohA@tdSNus9-RU?`_~mwV|sX-I>;<d7B!?Erm|+kuwuUap(fY3Z`UduSA|k
zR=)br)7CZu_RiC1uP5iAqm(p4JyVeD&R;(AoojM=Q*Q$L$3em;`|pi8-dmwy(95n-
zY2Bb2mZjnSaPt^PEVbTl!4HSITk?b);;&op9l}1%mXttzVfA2VkkBgK+lwcLr`YV0
zF&)WO$L!YY;e|lh%?#c;7nMNe-z&$_(I?HZM9nD&J`NO7d2}!zK;-^h^buM<Lsx5c
zJ4{yk40^e^G^);DVKe-u2BG`4^C;kK9GDx(K71ZczEEwN4c<HhSlC=>bryk)M2qT<
zXFZeboYn+82Y=#itVjKc?0@u$_C-*-Q=4McGb2_MOCcHOMFP@pLMndabT$mio1XCI
z60{giwB8NrnDSj6$L<nXncCbn3)!>DRX&jwM2>?VoJNj#LJq$@+*>@iRXd-@yo!Fg
z8hgwSxV{!J>j-q0e`njg&P#55^4sX;W_+cP(n=ckX<;2kx|<C!oy|5jEOo!h*@}Fq
z$V;YiU7l-p3Ork%J>YLmd2}}IoDtn}*WD?N^HWeJcjgk^&3~1FQvW-pks`bGe*HL`
zaPz+BZFa!Z(b%|=b99N<y(>_W3v4;%|76=^?mI@!Ykn6IEzd0x_9y23Lu#+{Bs71C
zF>mcl^qi$<-KhB2_TU$glV~@`_f_}IT2I{_4222P-s>&h2h5#3LM`XcfXlxvYtnLm
z55HW7dDd5gpR|%p7TFe=6SGziPn^PH*K^639opyf|CR?LSqrE{o<1u`N=p6uqUUOt
z*7S5^KsdCVL4(~1$R{pC_xA2zV@>Gb04_k<>l4ucJ6y$P&o^>Z@}E&_l`x%QHwHiy
zLiH^)x;9UdejGx|z<@)P&Xp^9toN6Y7xo6T>7MGY_Lj=c7$2tz9*_H*OTc|zXkd@X
zYl)&?$ab^^=+%$e&E9jCKA>OrH6Q<MRqv6|`L5J89k&18<1uBzzmix;jCH{ovNzR~
z71Xydy}J9JI_P@HV`*KY5`t238yI-?Q>{A7U;4dY1RG>4()V(o?||jB&d3SVXduR*
z?ysj5=bP2rJ11F=iRC2pke_kc3YQi6O@na7cLYE_d@@l*>||-sde4vVFG?#tD&`#Z
zWl-hvGG;fqQsHh86&u0{w2na_h#%+Ax-Gma1o^~50GYR8g>#D23{LO_0b`+34dvSk
z^eoMjyfJeHY$bBpWE;gPB$+iqY5D>y4{`facP-}SNJ}FO6+(smeQpl!Afi<!WihXG
z`c>Ur_olytpgRe8hWbv=D&w?DZHA+Ib^d9;TDh{<12qn5!<v#_F8wwjU0{@@aMFV|
z@2!o2*P<UR48XL7)OKE^&1*Cc*l=dUhPJFQOS_+wW>07D=$2FBvTv!FFE)<h2<+Z0
zwxU3Q$}b`hYTm>jT5fkK<1d$YW3<}CY)`_}9>zzxAieFntE$|7x1XmNQ}~^n8GJ`E
zwnQtmoYAX`Al6`_i45P~3asacVxL%@?zW9HlFRbUYcj;8M9}>PQF4R0pPJ?2@#NN-
zu#3S8IUNsvXR8>_UmDwA9IKWzo`AKB@s*G{@0)~V-w5izk7E!_w%QeUdtG}F?_g+M
zgIR`Ip*QmKK3(i!L-ut-XWI%hO~Z^R!r1uTq%wQsO2E8j>Qnz=yOhg|x32%zF|aFW
zgM1*-`W)S%_CjMvNVNEP2d#Iv%-p6!I6Cds;gsN`4`lB<UVYogtDrBvG5>Zz6jd0g
z?e3Qm1(tn+Ef*Jv{`|YyxgmGeAbdN3-xl6N@?p3`RSsfq6gj3wJ9ijjV4UnnIT_f~
z3)*SN`9tG*eaXmpo0buwY*Mj`j9idjw)>4({i5m+`&hyf(mFhm1J^KQ`5}%|Hr(iP
zf)ajIVOMe-%$SsLhoW0bEwSNDTN-$8<PUozqvQX046FmZ^OeV9$SwolA2_VRt!3T1
z7yapG7(3agoiFB#qLRuN3?O_(+1Afh<PgEH(^DBNunW`@aQd;(mwCl(<>U4+R>R=R
zHaNx7NI4P4hQ3X)W#Hp1lK<9H_4~HOPR{Fxl_m<VF!D8xW_0}=b7a^Pxdt`xp2+t*
z#Od6Fqx1cUf$!^4*C9geU2jQplXpPna=^Q{RJ&pka^t#MlC!F*m<#@5frm>&L$GbX
z4<PH^mkp!{5SBzre~|5(^V8~f6-lKkD%M)j*Ryu3_21`&`GKZV=RKY%kk_ovt}l#U
zU*v*0U)_JXl-L7DQTI7u;afHIbHR)u3oH5gyocaF<mVFYMFirvIoye8vAWN9j4+%e
z6Cn<f!$TobkHE)Ay@mJ^uX0vFtQK1n-dHVZCPtv7p?co_=S)U%Z>6SnN|+4%4H=cY
zWhn_#<QuU^z3XOpyS<BO6@f8@u<L9yr@FG01j=Ir@mFnpW;O0wONU`dbdMj`p1ULB
z0$Txn_R`2GKkih{FTS-z67)HUpXAu)WcUUJR?dT&Y<-uiQa~g(8qOJW7h|&%*}et$
z8_zWr|0F)yTNtrXGgo1id3sy}yz5)VkHxfB@`RncJEJ>g0~XlKKz<YLu-el32R!%Y
z75$Cy1?#-ebUJ6o;Lk;|>fqJWDA0>)Ns#*Y8u78LxAizWPinGSb6$_IWW-)b`04aL
zqU-!}4}F_#-z9-*@Q<KPMsbMe6WNRm23uwa_oYM&byBVwnc&UQTD*$}coFzr;vNMK
zUva+}0}nolu@A*_0?vou=SSoEGexp!cKH-MYVS^n=`)?9%}p9*WnNyH?q=~l_7&}5
znFg}%)7`C%=h<&k$0UGmec|^oy7F6!jK*ew8a!d)x9cGKZZGCq?e9jF(#0BA(L#o8
z{pK~-k<2+Fuz81g#N?ls;{X8_8Wy3;Zh%?#9CW0JQ?}Ew?&wqBW{RhtQGO=Y((xVb
zyOTYkgbhPmvW!nx4LiOQj+ZB`;gJ{`DouDkkeK_{Dbdjr#5%AktAj_`XO44{jN-1<
z<L&AkF}}NeeQf8^7U#|bJZjD-6WJ}735E@?`dtQUCzI(f!)#oQGp#I#JnrMnK*jAq
zH)@);8g7^PmNo(>pxIN=8UPKJIpp-F+PW_0Ws4(+Yr;72l2SGw+Od6N8**l!uw-s`
zKX9L{JTEpiTQ3BVZ58CHwVOX8)SFmfFl2{|#?+`!;teI%f)VTCJ~wS1QZ+I@@S?+x
zYnD^(QEnXHSN`e)WUUC$cZonKyII4D<0G{E)QUox`*SD5)$(p^$vy4!qOGhDV8A=n
z{mZslSPN=_n<#y?m-x%B$QM<zdiqQHlFeDiONQ|})WfPKar!IHAa}@8b5-_S%U!CT
zcTAh_$yT)!$mh6!3yEdN;X4Ws{;EmySt@#`qr!w{qQT9E(0pX?K>c17$o>L1qniA_
z^L2$Zaqb6SCUTQ7=e;W9KQFi?UAfwP_I76y1bEIG*=%_`Xn3SA?1dWdMAs@9HcsH;
z1VbCS^<Bp6t41E;4x}6!t##k`KpQ$2AI6?WA`QfbB^I7K*pd(>L+E_R*5c0$1Um3w
zaNK&C!d-ppx9a0QL(W?Y|0`1!Ym%ho`ugl|$L`j-k2i6d!6W3<_ZlpAaXt^|LPr(H
zM}U|k(PTyRCEC~Tp|3yBmt7P$2$j^2*NUk<_Agwz8)U@Y9#Nj-G;Iao^*84^F1@Mt
zuJ?>C&Vy~%gC*ny#p^jpA>N08F!BIiu`Z1A9Y-XV`Rp%WAKdGat4|iPE6Np2_i~}O
zWwjR@jpFnbU^WK!eLv9>N@1UM3zes#O)F02KV6@RS9>@le5|Bta$K5dH+0q&o6jy^
zt$uP>h(5(KB7Hd1((vxMZ`CM0_CsrmXYUEvtIBB>pdBd{vKw#LGSB;6v7YYpJL{UK
z=Ztu*r_Km?7gRgPxzf?Srr}+noY)Pc=+hwg@(LE10EGy#?v>YN5j?2@-K=3rB@@e;
zR+AW%ZjAK)Cjx?p;V;^OFA8*UXWB*{!;9c^;ybZ=Tm1{96zaKRq0yBk+Uy+uw(yJU
zivaNr<`6giy9LR5o2p=HTDlKgzt~LW80@fbW!AZ|)XJ&jjzaMGo?P#~T%v`<rVZQU
zHRrXl-k}jtqNjdtBA(qmzyBraO&lC@jn`RJ?VX2xCrW%Lcl^e`?T%`9B~G1X{!<Q3
zJe?|mpJwN|KaM}zG-CSRLc7eXk;}dVfxC}bf}coAAvFk6|A8uv2#6KmFsgtS6T@<f
zWkzK4-s*J`N_qbJgo3<#68o-c0AP*Iymn2zND!GCu1bW<wr@nd9$JK^r9;D)D;Rzp
zNZoB%|5qpOSCw?F>MV6O-ktQE<*hk%K1=v_E!r*Ss7ROJk&MI}o!1EYq%!(tyk+?C
zIb_*-V#KjAtUMAnoEUbricN%?QntcY$a65>XV@uo;<9O^!|EG-*$$yTEQiTj@1_1;
zSsIsKG?I6(LBHVJeV)HZ{MuN9ZjYO$F`5%Z4L%E2(PnIsG<{`*RFMCrU_kIRh~eUa
zpe%0IGGN(pUX{@J$;FyP&`;my(dM%}KFZ}1TbOZn8>>USKCo_4UhGos?w6$g!^xV+
z=C3cJTOaZRTr2ns!s%|QUC+3(hRiz0Bk!O{;pg!rcAOF<*^eP<iNTp&$&Z^V8jE!P
z0@*FrYjg89Vb_@uoXz6R8aGBrLsZV!77C0%#jiKHGl`kj?YsK++DDx>07LaTxl=*e
z9Onh($kYvRd}e&sC7diQpK^n5caaG#AvL3pUS>{!PLnfRXB%g`jerq0ri9D?lV!zj
zF%;2`kw;&U3g{J|ct%qwJZ8{RndX8Af6*&Qd%2#eiE`7i1Fufv>FuV(+oa#{zOX9@
zma9K)o>XtaW!W5+pyTTMa15`QcNSm1hYS;R!qCl^Y-b=IjG#`^#fq)j%>cSz9F1Ks
zKw2%|C`6FFVh`YDJEAzU_KS1wyq!X$UT^hLp}?z@`*v;&9VzsUe(3)i7C<guH+WRp
z9qkK4sFSfJYS6UKChdGak30oE;x0QA|8}ve)dZYW)imlGR8lpeNr2v<e}ahlE6{aQ
z;1vn`p3JwMuC@AXS!XY$=XVHmvB#<p<8mD)z1yEjlxV;nc#oXFLC#SnC3@H&TuFnA
zP7s5P!`K*<zB3MLJh40E>3R4d?}h*F&g54=W##(RBcbS!=7-ztH*x3XiR%H6aZF5f
zpz5}Ar~7OuRaE4txX}5$LVm!@3tOyHdNjrA?xDOznt@8!k{TS(llhlAz;rG1liv;y
zLw|sUH`uAEzx~bvX+XDk*WtC{XE6aeH)P$kd7f%e=r8C)AM=!^WcBn1%l~gBq`Y`_
z(`X1|&?nD{p7m%kX;s<U;YTE=pJW{+9PbmQy-bCA(XzHo&qVVby0_z9+gp~N=4F+(
zgjkYu8aVTSBJ0kGO!a|tJ!mW&PPEgl;Lh2nX8a8M6R!!eu}+{KdV_tH##8n7RW|W}
zS^d}b->eR6J-*j9Ld*BR5I#XV0u^dP+eI8&grlh^JshG(Pp`p`p}=}nyu@CC^*Yo`
zbXrzy>TaTMp0$9VcRLrr@F%=V2m^@oqMUW!X2zvX(knJ8!fWS?baCYb$w9Ki6{fb{
zx6Qt%-nM<>r|p}tXe;x2OOc%*eMdes0Zh!CQ%cYIT>1F?YPYvk04|i>s*#(@egFxc
zvwQkQ04v2)4Wd=Kg*!h6pqWnqMD!Kcv4giq{)Onj5>p$5ZC52fPoz@<<rjSsri2U*
zVc>P2!G70VKS<zeyYq#q*`Vs?Hbcv>imRe4g-A4|z_4rj-1~R<CQ-!^Z{<1+*K|*%
z(~wgT6yIRr%U!j8Xu~>UZyUW4Uh&IhtJw~S_*I|s-Y9-Y@KPhq!fQ7Ng1slQC!|*P
zHinb(4eTZFtZlV#@TL6x(+w@8qz%Vdrt>5;@3r`NS?{IBE#yp3bEbTp-ro9dNF4uC
zg!l0T<cgG9v=}F^c~i4`+DX{?T5sUi3hNiieOWOw<l}`N>BLSo=G^ulLWh3I?;AB^
zh($9&TJu^~%R;<@c;dai;-nd95k{q`)PaS&Yo#}MS(plF#}5H1`B8q`hizHypRp^<
zqD2%OhtGelzqLx>f8an76k<>3>Y1~fYy)z-LrIx`hAs`uv%zbov_A{!By?m0hr~<I
zpu&$`b7&yk=F2K@C<txr7Cr1_f*Kdn$pb0>(D`M5X$SZ_Ab4k6^1OxwbyH&&@15Nx
zebHx5$f=2l^r|fkye9xD@_Qlt<1P|u;`{S<VzO>@GXHN4NL(T?8?qaGzEIO`)0OBH
zsy0!|n7{389!5vd^6W!}s^&SEipRbbiOXjD@F2o8rFDRG8D2Yn1E@dot_&^-_z3O>
z;^11*i??3@9j5boh`UMCv%7g#A%x;hh-yQ5aLJ?5&}hiC2nuk3YDy_IopD%W<6@U6
zYGu22t%~YKAkT&B-!ipLOd-<jqodV@t|vDpr9!4A*x@Pl_3m|-F^{hUal{RQ;u&+Y
zG3^f#0}rU&fj@w^Yvk@Akk0uEX7uv7(B!))MC-?Ltw7M8Kf<8Ikl!{dk%|Xrb7_`1
zzO!e#{Eg01#K@6L;)N8Ua9{;bMt-(uIw7#x?4I@!AhMypRWRXAq!CI*g)qeAhpXgp
zc?!2)i+@I38V>gfsM{mbYverrrGFp#cOf8m5968eEcB&-900G6G8h`rzY~xswpwk0
zwAI^jBF2A8K;f0Ic9+UD8piNQ4@>ny2ES{Sg|cvdh#wv@uz-5qD^l<zFMkYXG((iV
zVT4f?5YwSZBAyYGmM(GqnUC&@d?SfTgYv`_G?Y*p{KmV7C@6dxvG}%<3>Q$N;Kle8
zK@)+QQ~qCHe{F?v8BA<p@<;z*`Pp`=OOp6)X?WkHS5Zg%WRjSo8<<z)OJ=k$a9^h>
z8t)#X*sOnpi+Z8pFHt|TN#gt?l=SK&;?FK5ZG_}!#F%K+@c&SUHwF(@A<#Wqflx{j
z;Sc;H8uZ3H2$QBxLXvB$>_5H!HJ&XJNm>UUH6!r-d*HtV;;F;ALt|nPCi+jWe~naa
zaGnyMiGQH}Uy2BtP(+p>c$|H|Y>70cC@BiXbljRzb63+f#mXk5=XRIQ*~68XQPas%
zO4FdTPIqwci5uz_E1VG;1UN;7B5F-&v{siS)knrh;PYAxh%^z0Lg2UfBjE!5H&(oV
z%!a|4E#kswKI>yPr;WVP`<^G&%DOaz7BfL#C*dk^PJp{rdipU~1O8azYvkvsH{MV1
zuk;`2;4*<o!KW}N5f>P_68V-o<KIXUm~i4y5%{`LW!T=~CL+JyK4(3X96Fgy8gaut
zT6h0Ie@S}o%w=NP{%Jwm-_7fxo2^aF`e*)P094ijNlW5}*^N}kE?&v8;r3Z+%yw*C
zFg*{~=!*f?VDlw=x+Lh|(ox0#lasuS2hq>20H(9tVRk1$0jSXe$o%vXbnrFPa*$Nb
zJd#)J;F(|$r{cnf_hY0$wy$}_sQ_Bc2wqtH{lIpEFN*k+_Z8Vc5qy9%E<wCBC71jP
zpk*F)Wbw02uEXHjcXFy;FE04xjFPpqx8nlaQL#5rXxCj+e#Km?Y;bVXf0ksOW7`NV
zQGxnDNGSY=gk(ySH_R>qC=o+1O1^xV%hC+@E2Rw=QcQRc1KCTNG8MV)jd|6zZLS^C
z>S=lW4HC?OU2aa}3FOPUSyQETP_NizHC9zh{yp&SEx1o1S&XkEqjIuTKG**OV@{t(
zd^z+VHl^X%Jmv2a?;#J)3VuVX31?bnvE#7>UJIrr^k-hXg6IVzF^MCk;4o{;>sRw$
zz=^KB60h`l&i1y|5Vq<o*v0psmXPc&mpW%MpZ0cNFtjXT>ZIw1#O!$TxXfcR9N1{T
z;L{1!e4UHNeAe~mZr)l?4^Op`XVI#1Gs_C;{IuX8EWQH>fVJLhS!C{V<;*oxPy~6B
zHacs-nVA8{pI3(-1j5R@wvo2c82U4G3wY@NA*K{Qs(?}$E_@Pp{}Iyk3E^PEBV;=9
zlx+Kt^MrWcre0G*R?TB8XVmTivVWxJVtiK6?Jb~`>>0xy6_odFoU9x}qB<}Dbh>Tz
zbcJ8^k6DF(%q}8g9!p`0enE*ydMi(PI3ms~2rUxbziJ@tG`QKW+yS=za3&M|@pef3
z?D}@}>9K(vZTHRvLF%tm-D6{O_Se0Ky}MMkxXdZ~$$zXSsv^pIfskmHqu+SvU}7gf
zztoN5rUX2=!fwvGkxUg?spM}&Og`g3KObI%T2t%KQ*&wJ<UN%Qqa_orZTSNu)}Q59
zX=Z;$7r}Y!Ygs5Q*^&=FRlPxq2a0?G?*nQMWneUaZ0@Q>tiHw`=Z8h!PcPunw^38K
zbPGNH7|ez6|H%EPbb58+O2>jVZX)r`A7_+Kz9qD{V?YMqR=8qs?kZ~hvD&fIWSryA
z+<XZrB_#1hs_wLEV1Not6;-5gcx2Tt<p-aNCVZbNl<~I`YeMth+%;KK6ZfOuTymx9
ze_D~mXeoIZJMcb1*tbX%YqFTV3U23}d6bz&8-AHpmwkfj)O0fm!Ct(FWaIupj|C3B
zL0nr~JWVJU>zU*5i5p&jqZr?FnEy7XCLih6jrLp6sa`0qr@4p3B&XZksw%3eBtMqM
zk5EGEs3VuBp|5_=>b|W&K-*x&#!zR`01XPmH~4lY{OeUTk${KNDYhi`JE9<tOHD<U
z)#{@TW*nHIqy#6dO5%F9CWG&&%N$B^q{cx~&eb9-$s!^UbzPEY*iCf?rdIXxCi^Iy
zr}mli0Q=&s;j((Qn=R0vDRCVw=@nuD0-eZPm!wx}Ij>MJ5cE&C8&B$k@z}oMx$6#=
zqyBBWY6HbTfPUs|D1JRkDQLMbMS2AKzt85{{vZ%@^pc=P?vLZWsf`mwKwcK}<`2og
z{U`U{16vcC%)&Xq{EVw7@CCafED@8lgoKj91xOwY`MI^zTe}`;h;-Q{`S6E8LCsWy
zpF4StW(lxIbV}uYPx^%UCS?m!2^@#Uh(7##D~KBZ8<z8nxbc5<5uOQRY=ognPI7W)
zZf<I>p7H<T?k%I*YM*}L3Iz&<7FyieVg-s7D_)8fE$+dkKnWh)3lw*EcMB5SU5h1z
z;4TR+#ZT_%{Lgdl=l$}2dcVAD<xAF@>|A?aziVdp%x`ACuNNPL0*E>)I0U(9X|W>N
zKU$m0-MWsvjJ+d`_y%Axj~fX+aXdW<Stl}ygXfCA|3?)cqgC<!A1p1?rxG|Ap-<3A
zHNW){dP;I#D~Z;m2mdH7K(E+;snsAB-$4;QJhW0g>ix&+^e&O3TV8d>6{2P0K+;NR
zBzdE)$|Vaf`b>Pm30L=ZZxwaI*Ipk84M0<<Gbz!_&r0|3)A9euARBJmWC*$SZwwj1
zX}z|xj?DA6-aTVT{b#FDk$Lz3*bg+kzZjzblzQ%x<Q)G$mht~Pk(DH5d&Z8zf6Vkh
z2DiWD$piIY+w=w+9*X}q%-{T0abEb|Ew^X**%W?h6GzMa@1;IsSrO-d@9}8ac!uXc
z7fDt^+m7$WhzNl&^b`3<@Nw0n_a2>S5wZV2i(tHf*SmAgM?YCt^Lx&-l|BB?cD~d_
zs~P*@Co{+|Dl0}0DS4;==+W1*evfE9_%_w+-aYG&dD4Cv_y72T#N(NnPSt;u+)MkN
z+i!l)(Kf<krR&N04@xF9ARkKuX3YM#8uX%6e#FCb^akxq&52VAh^iPqLF1I#wfc)N
zx%599(Wy-0j7D!Y8l^PSZ@wtt385iLbMYz|tvr)`(GpnHAC;oet3ZR$ZblLyg(LJ6
zEipjwOiA_Wcl7Fmg?n?*t7gbXOZZ{o&g9wWqrs0s>8zX-^Pl_se_ifk@T6H$&yTKQ
zZe$OB*uo}AG+Zv*F_QLw{E<Dkj!0~w000QP(;o~;vuP$~^{Vi%Q|cM3PI-Kgc{87`
zNCD(qX*_Rl55)I2M&Hm&A+2och<~n<HCJ;y$v2AP1$oRj3p+uiUD!2U1YY3N_7s*t
znB^4w<AxLMB-e$QEK`DfX0v~Alos>WBK5~j_;4epJXyEn#Z=tc2l7lZJ^#m&7=5BW
zO<9qk8h2s7wne^{7E2&x3e~-!7&F3T--Pl;_@)W4PK8O0gPvN~MmFJFXIA}qK{z{}
z6r*WqLorhxz)+6Eux`?UD`->5#-(Adp`pdCfO$->?vYx~M4acnT1^qd=~HgJ4t)9V
z{XOU(4gO=OMeNcHz^tlmhGi@w9QzQe3n<`4W9nigb5dT<CirjL2jD9FjT^&-6cwwE
zcvw&B_G5U#xfnR8iPSA8(yO!do!}kWT!vzq`f{PsVgJtlOgXz6YRIrZ2^u78_4+&)
zp+QCBl58Z?c_=wKZjUwxH=lDKSy`?812MM#p&MZS$S#;A13v>-#Iq+B(u10EO}_=E
zFNBfYBD|U)+hE9zRn(0X<TSBIC0sC{Eh+Di&R2)V#)zI;5zVT~sU51?LlBpK6VsZe
zbnBs%T&FCztW0emDz_qU<fcRkwjYLhW!W$Mcw;f7lQfKOOt?YnrkY>Jrlv>6VDn9b
zQ<1cQ2NVWA)OFFXa_IuMLXBbtGX8c39(W${{q}AD>-#?-@booK<4{5Src#1{O)~C1
zZTcFfmQbucFsWfcA7<S)XDxVXJ5b=$!sXGz?$*M7*;whGP9z1`^yOdNbxJj&-EiQy
zPwNe#=(HaX(M9etKQ*ZbyRm7ADrj&4^!ZemK5HVJd(906?O)dr+a?J9WG=!DUbioM
z!I=81XN%iWovK7drLLU+>k=tj8E%5wGr2PHf_mJ7bCyR3y`x^H);Hcrk1k&bUTrsB
zV~z!&*T&r^SlCc4M{XereX`bnKPfKpD?;yqSA^#JmSNGX$qzdh`nA&cMSykC-a_L-
zhw`G?`Da(*hCO{<^Qt@Js#AZMR}I2#a(&QF@B~k1`D+s*kOkR~nHKW|=d*pD<XM7t
zrkUCsG9riqcwcIq*UT|G7g*Z3rmB7SQ+r*=24++XUZ5M{kzunIfau2aydn-xOO~2+
zYum}~Va5cn6SpTeX-I`e^Rh+re2ktA9@?kfa8^EnvX2gH1go!Ge8RUS!pCjZTG2>|
z$*L;;&3l5A4w`OkV)xcpdvc105hHwL=;zKI`HyaLQhIAX&f#)FR!4K<dH{Bluh8!z
zOfrna65LYv-c<LT%xgpTcZu4}6yyjuBFy%>$~>r&S}$rBFKU7NmPwm+Bi?;Ki|yuR
z6i@M5F3R;mGuh0H?U5Ar@OO?da@B1@T3WH?nCzVX;?!+s3iCk<^QUm4F<kCC3BUl3
z&A=yx8$u$c(cE$ufl)=_p~2-MBQ{u#Do;6zLAkKmCMEq1n{_f{MG9>RUgE5@3`HE0
zfdhN4-|Cs8qceiQQav~Sld?uq_-ti#0%qDTdb=&o4D#6ltRvdbFIGSq)4RIKu8$Z!
zF>JiUlm3UAh3^!_#6*P320zmqqY)v&96TUmaO*2`?;B|iZKK9b;0WlMrD9IPU0A#s
zoxh8)cT4|Nwcbo3dRUY0M2;`0Af1soO$;bpJgNt{%+M|85mWssV-BejWK}dvOi44|
zk)N3)v9u(xI`LE=5wg*(YZg|V=P-bB7)(<7*Z(Tk@lRmwBISn~1<5o|TOv80<Ch4m
zC7_P?BI(Kdt$3Vs{NFHCq_I|{uvXy4@bs6GF+R@r(!yHzO_)o^4_3g11v0fhv+g2S
zrSIeF>#OaPtTm%Q9m}1P76Vng{IDe55C5fli&yp#wXzi%Ecb6y@-n2>5PV>efJxVs
zu2GvVx5S=T$@7~HG3IX@gST}*FB6^d!V$zSS{Y2UO~ksdOugTr)Ldb+s1d5_HD(t4
z%`puzx%mkuFs7iWT0f!!vl%<6$vT}=Z2HKUz7>amXVh|04RGl!owtogP5q7{pE;M{
z>dYCRvm!a*s7|sLB(^Nh*@GIgvd+)dD^BP$*@R#=j!<kdr*4T+QcB^da)DOxjhQIR
zkBKK`SWU>F#6`a%2y^Jzm7>3zDs;tOU&YS9(iRU-Z2&Ag_kS4V#jYa9xFU8A?)eCF
ztfHW+$J7o}o-8dqNJ<F&jaw9I>y2;fgW(8TsDu=gb7$O0MARUI@EE9QJn^#yS9lE}
zzbQ3#?-o;!J2wxPXwe?Qe_PC!m&V=`zPfIpr*NaaUMlhhOW3f?LJ)ewTX}B9AII;>
zH3(ker{-Y%vL_Jh=j=S)N)IbrCu}VP@|QS?&HT!X3#3&)3P=#!vwBCR-`!>hsJdAd
zaVc_Vgd3p1yC$Glv$Rhk;>;Pc`4w{h6GGdDcov2vL0+5Sk9nuLXUWtc=ny4I-j+%m
z^B-TW0(<HUc$Wm8a_J+epP9mxzMh{+#2L2aSVyEMz6D|@@{McO2bGn?Fk97?dSxv3
zVlDGiX#Chh&2Yu3p^i!EbtVaOe?0Fgu5pkpZ{*Zdd;PHjSChN<19@(Bp{urdIXWa0
z9%JJk8QQ8nS*IvAA6kE)I#Usoi1`#Q$%hS2>m#Z@x$n$(<bRv}==Leq7F$aUa9WkM
z)GBWWjGkyF7WxME%z3uAl-?OsI|$59t5M<7Fy^wSo|~mvd3x0NJ@8+ik7&LT8Kk;g
zD^c5_KbN_77omPzHkByxjOmRvet)XC`iz+XR3u;}UD;{q!x)drriMc8B8L5f39PGw
z=m4My0UQujIXkhPIrW`|CSA%-yPH|Ioy_RFr6#ms#*Tg&5XP^B#V=Zap0^f&S_?x>
z_-AbdQO;%;7kY=s8!L&98s|y8vm&?+Fl<v2n`xX&vNwDgpag}w>A95RqJbX>5<*j3
zJg7@AnHvRO`fO-}gz}xIwn=p;VS#19=S#c4hAQ#e3G`A2Y^<cKf`qfE=d!Z-xo*^k
zfWB`Ub?hWO(m1}z*;6yGw0x_~MrQd%w{c)B{G8HxM8FbGX}SAzr~)3lrX8D0ww9(E
z$X7UQD-Gu!#j3kNIm~b3o0KVdjpQ~O6K3%qz1-t(;if8!XC*N7@m2ELiErc=>uWKN
z*PE_>S-fNEZq&Tk>+vn>PooIyzdVHd=>G4?m)g~GI-t^AVTGZE95dS_)kI^~m@gnn
z)mLJn3|is%n7VbjW`4Q!YBGRwl)w*VKL3cz$2>!`6~omviA{dUTnR0!!-S8A2^D(@
zj1<~sNKEpNo-Kf8pss4wszjC1_o_|1sH<-fR6fjWb9pJPP1udvB1qY-GiNDkAD`T`
zC7~4{djPE1cmdo>ZHYZkKX(U}Cbnx$ljkywO)2%9A=TYAVq2YKih+^&z{FN2QtOaE
zDkd+^FanNpm0eW^mP)O@cmFshWhJ(b=q0ycLL`=wGKF54br*i~cCM~7Z?ALDtYiMB
z#w!PHo%~hr&-F;`0?IlChEGjtPsNf=>2ekHO-p{cSaY*FA^BCc7+@#cOU0ZfFhRFq
zzEb|DHqnagIkV0SsmR{W(l7qHP?wHx1f=vbi#3Y!I^z`)@zKV03nsiz_a84-*`DKE
zHg0dZ><RwM74$C3*%ds1r0p;aaXzPyQ6XH?z+8!({WLu@gArc$Xpk-VxnYlx_PVE*
zaUxIfpiB<Vw`RpirAZjtW0o*aJ_M$_v`|^$x<JZUx>&+5Lla%;ty@D`^?#<N)D9Q^
zDuECt?{v|(6_)GwJg&Mjty<TMLdC<JkC%m;+Ju`HE9LV}<ib450QJ(0@Uj?mVX&Ei
zq+ib{=gDPif;#UmnaMT|9*^GaCj+>U^fd8PRR?~Fn%Rj2=!D-KAH7Yza=ck~74Hy`
zlrHIftxRgwP1qyMpFDzRf?-fmu5&(VsN~o`h=Y0*O3_Vp9&<9!p{yMpl<@d9=qR$*
z7;kS&9UN+?eRbPzdE+EA$vrt{8C$x^%c|AgAy@v`lSD&|k}YX0mze_xLeW^}jHF|A
z48hTRoR;^uK4&fHm8;}CPt0#dva*y=@_~v}T_0!i`X3G1Y!ZFf!{sL45MGQof3O~`
zo`fTxkt~T*s2Kj&yVYl6;m(&UpNbL^n38qX&kAsKp0qH;Y7l;8l(w8tVj7w>gl%e$
z6~2+*Z{&&7;Kt?Ekc@8Rd^5-fjNIZb)S9Wsr!Y0VIVhQ3P&8v;)3Y#P=bbc>AN@>W
zQ6t^jT{dU9SygY%tf%M&$;*S;mBKt5V4jUI?<o_3jhghM=1=Y(V59oQO5q=>sD?5S
zMSjbR(llO{7`q^BNr;JJ(PGIcXASJfys`SsXL>gRDSRw(45>)X=-0l7UqIoBR<pI~
z_`<;86(<%?SWd~OYM5~y=`(uS$9@hK%38Yq$#0$(x*GNUv~+&;5j^tvfG5XcN+7Rw
zvh=40B!7r`D@4u$C#>+)R&jID7v<=^>f|<keYlst0v4oFS<tgpHCSsX3@K)zt20~J
za&=c%yFqb)oRhQJ;`IfjmAFWNDPVdPnGg~v=B(-WRgJMYUe;H9Y%4syvfA5JFYR(3
zWHJJl4-KS!WA36H+a><<%)L9rp>345Gb*O#0fh57=uvXQF{%`BtyjHOfJZ+bed+uK
zP~jtSeOHpjXo-#KQ(L)bc#Znq0LFHA<LKbjf!E0PEo5&}@eZF>1o7I{+(2u;M)3~h
z%^ki1Ry!uSgvGkkm9>Hs+Cn#gZp@Jx{R*s$Ah4!OXUW`Th44;2C8{Cg(ehv5t#uV+
z?SONa8UOkpYWniyDS$gNXsmR1Uqs&N=F`082<w6k^YD91aqQ7)vtR2APj*rpF=J<c
z4X2Tml6gGdkywBJ@Wt36!g~J&5)VhG)xViEkHNTt^8`vt#-yXt@kNh{t|SvH#Y(LX
zHC)(7>K3PO*VEbbw(3Pp!dPtlczpb5>_Tc+2Y-Z%V`{Z&Lu~7n{y|@|Nj9er$<l6}
z#!COk;EQ;GTPO2!$$Et*hsN~&bn$GOD{IM7yPq;Kvo5XKn4w9^_tu&(PWq}CchJ#N
z7S$Cq`Gx8)S{=TC`s^|$NqRO4$Ar%GkYx|Pr{T!uET`u--~9gTg}&{j#-%IWfzyY;
zl-vex0<)4Q&=^5t$G!K~mE%BmzYu+las;{r`d~%4@-6Ehjw$)>X}((CbfLyGXu@X>
zbW2{^zvrvQDs}12T0`H|Yh8Xc1;6N)BUZmN%)S(Ez`)<<+;HO=$e0pNtTgq2#R6qy
z*&Bw&zt=o((4rrpyk>x8>`oS}Ux!koU~SMi{cX1>ly%ZoI07`j{@E5r4Ib>^2!UAs
zx(QF!*_r<>Cm4@^&Kh@QP4$qQ=%|El9hO{`Pq+IlMPP}a^)g%=4|kK6beo%Vw0pfY
zGNJT>2xr(h9IU0N7|p{T%Of>H{=R_cU2JI}F_HF!NX5E&3f-pEff<jRuttZ34lx~T
z#?xugK}3naZmpU6>U@K6p5ncN=o%0*gZgQQzy&0-;NLOTI&_FNi}xTtniN_#PdNdY
zAeHn!^%l<h(4@x7;ob*X@i67s5NA-huSaz;h<daCtZ>0HefTZ5<H{@s7t5B5hGggu
z0|6!K))+qWnExBdd0?One>5#jiEK!A{RH)XY!>L-Dj^F%`^%R5?={pvK+OHh`QNBC
z4pMYcjcmu%e?c@ohw)I}T6vt5{%s8l0ViUMiGOZkR-1c6|09%`n>9YV%Z@5oIk99{
z_q_G=6+Mj4pdF@hPKxVMUnDg5IM_~jT%p&E#eE~Ky!E_#9LT3+pSBQatp^1qiBH>n
zJme|5oEvW%-Bp~ngq(+mVOxrtsspNv!{k%l)69OZG*A%l+lM{!pZ^#d+s<5hT9?sc
z6QuYXx0cK;`U|Me7{9IO53mcEVg{Q<$;is)rni1uB4oD>;((B91Hv1DJV3s=^N%f$
z6<KQb;pQ?WrOt76KQoJ6iH)M!(;3+Cx~)j|1lq~HPGaoHu5_!(el!CL6!#^QuHr|W
zW(u!{-!4}qA^$vY_&W&PC?Ymc&`)YW{+$$76tBp!E=z6rBMs_i%FX;>0#oNNDs!l;
z<CIXN>8?zlXcUgJ7feRf^=IdLTel1kf|m9(yt+I7hYz_zFts^lvPsyl@z{(%t5sqy
z_U%(#Pu=upR?OC}1lF9jX16t+_hGn3>o)kxlf-F#1_oE|r@P{E6t?{%Aq5xM-r|k<
z^g45ttUnkA@h_|_RpayD$;xQk@I5~aLq@xdmvt=U39ZEZbihsYQ&?hEY`}$`_toCK
zeG=rL^~c2xnM>`MGvEZbWOIVc3SY>vtrH|&H7;T&Xsb0&gOV1k6<g-tj|3_*rHON&
zjeWUjDZv@qvBL$%?WI^U%L++FPF7!7w~T*4wEJEob(SL9KQwsn3#SMFwy@R4bp#n5
zf1Iq)UW?@iBXHHmh8T>x7Arrco;=c5hnzO|c=lV0JT?t}A!NR(Uu#^X-oE%29jqzm
zdOo#t&UBR&H*(6C5_rRns<E<qBX+T6Xf#G?bpCU#k_T%fEuinb3!r|Q;(PA!_Qn$g
zc;7#AUm13vM<LWs5H%<g`N21p+!Y;tTz*M)U{vkgG?V+nen7w<$tveMcI>|;sdDlj
zJIB8o*ojeP#a89O>uP!)lkpqf?260#R7ZqKQYuotPKvP7EV?g{JTIG7<&Uw^Q?OiW
z?yqy)`V6ctBGf%OvJRv>xERf;-vFc63&2%L@2+ojt)1Ru><AqgchS~O$A7L>(Q^DX
z>9`o-xlqUg68ODQ>9WwtK0e582NKr?5i#k>==?|&XS-~{+-gBKhExRCW7@Ul^`;ON
zpre@ibY%JUCU=-N0>pND8bqvRp#%xzN%6tVX(|!7dcj1VH-`(%q8(t@bZ5nV7;s-E
z=_+~J4jYDol(`_@2$q9ciH|XBImQO%IKN_2ALvlgicPl<N`tC<99hiKpDX?Tx9NVG
z!coqGzn^Oz(h8Qj=j5+<0+u`vYBMfpOBl}#B`!Jxp6yM3R(TY&I8lsyU=*#9F<6ez
zHE=`0Z{#}A7~G2*5&@se9On`b77&;1{#I2rn&eH_<%g6RCzc!iMz*_x3}(^{z$_oa
z-mp%t*a71goCMkx09+8jTwdE0t!`8pgnyGHeeY)yz<ay0Nf=l&5EDg#?>0K{F*E?5
z>-ALQ!m2CBpb4*Jdk`^uWl8}<Y%_-Sj&AwhmLNm4-}`Ff7)d7$NjW8DlZ1FlbM4A9
z_Pg?BxzD32!Z*2v>%SxI<u%CYnWLb`z-!@?G|;>-n>&QI$3)oK0$g?6SNoDt5QFgv
zJmivd@YBqbOv2TZ!e_Ush8mKha6y)yXB!dA{z%1OBFLU0?bHr|V$kJfweZjYEjWr6
zC%X{c_u@CwBuF|5;pg_zDXM-N#l3L2#`NOQ0ZOfmu*%}m|Ee&<L2OMHc3!T=Y7!Aj
zI9A25g+yOcYhNWS=#vub-TkYT8hiJdqL#iPUQ72ZPM<-jaN&)e`NFz+6DsLvD!Xt$
zZR0%)E@;>&$n&EK?Z9F*0S!ze1-}2bB&^s9Gu~M>wtEBbv<~@{H*eX{5i-pHVLCYr
zPx#~zpBnq<;5ev~-Cn$<Bk|1nwT^tNW+Rn*B-p;b?!D9md+U0aOF-T<D$$KH=^zPt
zQh4QG%3p1iuSA50122EpJ|cteEwyN)WtBBij=dSHGN41zo)e>_Ev-{!Em%>I!4bl2
zPa*X4(nU9GW1Rs0^d)hz^!hh+NS~l5Zv<Y!bQH?x9yroA6;FN6#8-JDT_+gX`2}RT
zt*DG(e%q4VEDx`FGX*AVhNk`X;ITOthq}JUTl`Jww9H|_$ga{*)f4jkMyqwHhBE-*
zD7YcqTqe9$@LBX3ALsQbfy-^;K;GW*OjEf<MCc;*G-uLkH2}{})S7Qfij1>U_E3#P
z+f9($CS(P`P@Mj(?1jMId*7B9pEjmlw0I<hFIUs1nZd)3XBj2YEY!LEoo}iN`zc77
zc##@DRLwC1FFj#+lFLqKv?rk)l6T~BbwI<1-*L-5iVFeT9zRzoT^X%gv-kzeYkNkL
zC&*vQV}Y%An6&o4D)&55RJRj_r>P!9A=x16iYl`es`359z@Tp@0r3%n_BVhej$0PT
z4jiFe^dtMfSrDVob}bPK!nqOp_iNP1@PU~XPQE9v4{-}uC>hL9B=r@K!6WlY)&fZs
zpG(Y-38)+kQpxcGN175G-ztpxVl66x;4N_g8C|1SX6HBKO$!V$q-B+=YEaUvZX;C3
zX*SBib<~s{qasXGJc9SVrO-_Fu`~_@F*U7l2-=)KljfOfquzfGImlM^=&Tg^p`KY|
zIbzta;7O2boG(z#Vt&s?Wzy72Pw6=-u|hWYDj)b9rj+~cS{L)3cO7@Y2gLToOO``k
zn>=MZy|Hf$vYp(4Vy(XAW;vBMA&Cuhol6n>skgk(&jxG+#9{Q>&f#@Vm6fNhi=IgZ
zzeEVK=Oem4w8l=?*f5&FM6_j^7B@!V`yfHYLc^#nT}vW<|F6J1YNvcdqjSmwly+=0
znuBVy|J4iTP0y-4PuXAb{N12F**LvTf5v5k_8^Mmw@oR2T4-efHOclk;j&h?(H2Iy
z0`<QF#x&U>X<FUHsKZ^I4I(->CwjJ`l<NML{$87_r)!-uLL9Af@L)+BrY|5j>DbKL
z;X#BcF%`67zz>V6!(7Dmj~E*X4ZLe~qypzXa~_^)63V~=tI!DuwF8wTTh}zulk(_K
zH;n-O=c{_VJMy!u&FocXi?~XQ#;pMDvdZfFPM%z<h9Nn+S<5U67r#~Q$mZtKvWww{
zwO%v}K*y-yO%$7p&cyD<P5e|964QA6V9I+_4dr5Z^K*`~MPQ_o)%VT5#;*Nq+qj?_
zwMp`4Oj^%)B--_oYfTiom>n9Mi58yGzKKo@PR%#>Dp}1`bD>h_gc#P*$0mO8Hu>Db
z5UxzXU==#`hmdCmgVm-f#p4yM{wr261c!JZCFPeH_pU62Bx$sJPcxNB!9}l&rje&{
zwqL}v)qOZTSM<LAD5`39RJ(JeajiF_HwAzRX~TZ9oL=bI$V9`JAn4>qJjCnRfwf33
zEGPqy!L~f^RZtcwlKyQG9L<;9;G+IY4iz2vWdL4cWx&KJeQHH=79$)hy%e%e8*qn3
z&ebZ|Bl?=`Fh}9@o4b)W23g}1*U1KTb5_wevc34C4np2i|4KD_^)QqhAh_vVV1(?9
z3nSl=%9*FWmyM_GVYQzrK{W8d_)Q%5*qAhPLQkU&ug8&4rNwXn0meSkEAm)kh5}s}
z^Hd+|2q!x2tiy$y`5{lBfrP_2wcx2z+Oz~n{lZhLE#f%J@L7!HM{EAb{rXkTCiYwY
z{au>n+cCL~KAFh-=err(NQ_A&HOq7u>OlSH$+xM6IfA728MF1~3<1c<4yZ&}Q8_AX
z&pD})Dun^1EPqn))!|DpRl{zifYCH%|7<YjZ~*U>cbOAJ`z$b|1O6wW(5PH#ig-l#
z^~Q!P5xt_Ec5xBg)U+`k>UmJ41VGoHytGN#SiR1b=kJJEqN}XXuSeKv#?5=ibF(q6
z^VnoeQVJokx_;{qBQMJDKxXv7ozAf*3-9YGuFTysh$**AO#&h2zky?aYPfRrZup|{
zUo2WFY+_|?-JSV-YJWhEK^Rnde<mcxiz}Spv#)(js_!(buv>f2SlMqQl(F*&qg`w!
zEe3*_$G*wKy2c|hG&mXH2y%V>T5Zf+EQ9=ghZ6P%$<!ZJPFc#1ap?<e;0SNy`SPFY
zm~yP`$1Rm3y)0@PMWGHNTY%Js1axqZ88mlzQ_@nkFOnMYFGB)a{({vs#@fv#tVCSF
zQl3PyN>p*6oN>SlYoVHIseFj^Wy*$`bIEDnbds~@vkmwng?<;z=WUli0|(rt=nB(V
zc}A6<LzSQGq9>f~VS~jB$qAS=hCd^B!pH-rIEWSUl=XM2yBtLASr-mCu=_H|G;u^S
zKnETV&Zv}ax%=yvkKn~6mCKWe2<zr^x3;-{{Y_r>h9=#5h^|i)LIrM9aag17h6>d8
z(11|wRi|@VP3+C?y3aBNoFuDzk;16EXR+)yy@QRT6s`j$>xf<uNE8XEs-4XaUl5Vn
zG(BO4*E5vrn$-JRTBWBx>00R}ZzfMxjDR)J?>s(3g;c+<Dx~*k(w$6wOW!A(O3XB9
zKi@!q-9Z1yMP05nvU#|3!FnYf>evqb6lpSMO>cJkOHwruQaEfySiT3+Iy^$ObY*b7
z<bB>J$$rnYjWv;RA5|14o@c6%-?dCgqsN;Rfa<1i&xlr(rfn+Sn>SrSw?`&I$+eIh
zyW&j-DBHH{*hUBX9z|EB;+ksKv%)x_;_MjbxXF+JGNPRHe$%qCM=v{n<3>na{i)Jh
z!L6$MX6-a19y&!jRR29tb7|Wkb9CfdO{)z7Y@g`t7X)n997zA`?A{FM29uK@&p?s{
zriVC(o6?t|NoUNwmpiq>`0Z)cLq4b3cz-y_`Utl`1U3m#NQQf<LAP9s3QYNG7V+Nm
zcjzF=Aams?nEzIXV=#E=@xH<;;5@|2zCgVU%sfjRIF<Wq-f7BP4vbi@hDWII-+kSh
zeJLV*PV?R1uFKJvBaE_z1T3!11<BY}KiE<Cnk-v_m+d0zJlxL>&Sxz|r%m`#++Sj#
zFOq}@Y&zB&^z8Pc1gnKXSG;Ma0qS+o_un`jH2vCi#<VJbevemO&yUw);+K*QjpqK<
zDHoQkW%H5{Iz}=xzI|@v-)zVs{f%7Q%!^9x3qVaaKD1d$K^KF|U3@^rWWeFIS5r#+
z!c4pT%Mj~qN_jwIIfI&m;5W4=C6?xorUUy_dkbpM07>>`?!Tj4-je(<+jt(Tf9p8@
za5Fjd;3{xh&nM&2p~k5#m9mfv)tS`^d&2b`!<|@eU}we!jHeeFq|3BBmv6)<Uco19
z@hm=h8!CR4dGCtWk6lym%TwgoQ)Hs4zEUSsbZSk0zd&@AH%qhy@d(^hb`W=~`1jCp
zI#e++uhCtp_VPavnzgaFeoA?JlMoeX#sr$a>)(xXZM&87q8@wvZwd#x@g?;!l)#jP
z-nBqx@uXh=jx#EN^O4Jn;OOY@d>a$#Z=_%zu*!3<^>5(A*;<XOK{m@5WV%^Y@@Ki2
z#Z%O5miYUnIJ+N1RHrHEpYgRQ7Su+iuK-$KWIAAilC&dJHj;A_=Icycw)SnQ?>Z*Z
z@0NT353Aqh9xf6UD%u#qPk-no0=<CCbzU}A?$T8t+bW<>)xBZWZXL{F$(nz^p7OAU
z@|g7H+MY1+6$sCz*1t`;Yq4|%sBFi}Jh%TQ!}61RXl#v&q(NaW`y@CnJe^Kl+P{JS
zt2!4=S!!9(d?Bmys}Tlz$>$WrzsbJ_p68^e9<{TE1744pMi{~*?e}tB&vEG^j7|!b
z%ub*1FsUI3jk0@F1!G5TM$V(_iWsz1L{#+z04f6F8Y0rl6j(#%heKU2%8!{9t`LXY
zBA2I*58Eku564+W_ct&%Rf`x9%0$1lx5>5Xv{TvYq&etMAP?8p?8Hl31)VW|uevfi
znfYeD5uInp$m(&npZcE@k!#IO8D_ONgZMSJ`-bD=mt$~SESIm~)bTJ7Vs2h|W!BbD
zO{B3$UW;M{HT(g}H6a^jZto~U2)MJufY*v7YS=m@-=MfmXsYe&u>KWALf1_~>4mp8
z*(lR%Jp!MD4hWUy{8by4tc7;F1iMz}Q4Q`wYX`uffryCIKJnJH+4nJEmk>b}tRZ};
z>uarbZR<y`0kiL-Z9PB2jofkR#r%-n^Uvz0Rfk0%RPQJ5FXw&k&aSycM?CH|n?$cS
z>x;5F?vWE!cWW-&KF0`?2_c`qSfWBFZABCJ1Jjz`M+;-icYcZBC8K5+K2cYeNmq3b
zj~Ws1KK|L>%QGv``3Jt$lQHuvw!FRH$}at;pRGC5c}t>>N+_B?426!riE}DbxC&Hn
zSLj<5vlg;iVR-u3X00CBCqU2CZnZ7Fz3g)}M`Iv#9Zd554s}UnNyD<AI2UOBwxY5%
zuv(HkA^$6mM)IOKP&gU6KUX$WzHxC)=Pl=-{Vr6u-WNbU%A7I5l)_S(&QgUx#T`h&
z6vD8lVxt<K`~I6gk<m``llu8X0-MIZeh~-o&SuAk=R;H2@=ewBvd4ArgV)yC%gnLA
z6Exem+uy$+a+CBcu1($VT8~n99c}N<$E?3UZ1f*K6rujehlAf-7v!>Iz7*&%wYVBo
z)WwlQk@9pw#_>zmyWUQeM{*V;?2f`H(n|wue*vntGc}d@ij#}vQx%Ip+pg#llT4r*
z&x~d#A^b_pG<1SB<C#2?Vl6w>m|qS5oi|#-`te(mw>eymk)=JDYTh=2gns3=;0s8j
z$2e&Zx9YrEd)aCV=8^8!wgd*g#Cy^k)I;TY^ie7?-SNvp45lg8va2MP>z@jq=b#<<
zkni(iY}(QQfug*MV-&<ZfQNc;$=O5^70MTOe==~PAlUg>U!ibsC!^FH{DBc-GD1@C
zNV0K%a+%ceptp5-zdv=EIdt7Iv2?pgqpMlind;DCOPW8&$yCnV3>ctTs($z9Rj=Q|
zC-bTU&nk1Ds%zXR<64EfaddkgVp}wKLBT_URn&}E|L8N<$NAT4!%MwYxQvIa3yIFD
z3t+$i;z#07PC1C>72>yExxX4?Lm!(WEmgAjb%bc9*Ui}IM3H_9=jr|>W7hpZ84rcU
z&WAGA+gW3@VzsIH6^mhZ7=KpKTxrVWp(-=BL`3EmcbQ<&+7t(Gl%JwxEe$hVjzoTl
ze4{?Po;bR>fU}l>Ap@MyoR!>>vB%sa$JKx(RrN=0!XvDOuZMv)egpC-7k7+ctop<o
zXQ}h;T1TJjeU@bp28y}6ld=e9`}EfqHL31Y0cIP=3Sa$VCSaV}Yv|+WxMV9RpgRf1
z7-TD=chZm!f8SDUj_>;Cd;*S0EJ0{8>yR8<g%tC>6|7~Jo%8NBCXD)Rg++qbvP4%k
zQ)i1VeZo$?3>##8!xOU5IwAM6L%fAUJNi_N2F{4f_I*qLp5#X7x3Vm6=$<?d^JlH_
zR(o%Odpa64)$2d8IC(qp>)ow0GvQEiVK93O5hF4qWD#lSVo_Yn)jbxrA48|@%A$Q9
zMl}beo>p#qznI;=<4kgP_Gb}@O-7qO8_dg5H_t=v*1^-xzGu^v8TWI;zgC;sFc+oq
zs@{&6Mz30`vKEpwN_-ZBE_Ro1;cmG*Bh+GOD0O{RZ^MU+G9N9R7GG#COkikH$5&Ne
z@kRtyWMD-;x-&|d3wHjtVN4ibOx`d&LToZ?=?*;?`CePo{#Y?ed_|qQv#Cs>?z4^R
zFEA%1t>nIdX5;ydUjI7gxpvyF|Ds*$y!U5*uI-4njjXCtSAJGo=j)QxYa5*<_b|`k
zX9!DGvF7s%>M;_~@%(j07S&Y`uEnx9qxJYgS=T!fk?X&MH1}!^4xtTZ^$PLKR)A3F
zLgVl^#om<%I#tMdEv387bQ8%c)X!^42b3<NDvN!t3y9gszNRkeoG3YD^%WhtTq{+w
zztWT0{pfZ@S?<u@EYjcIvC=y*3jc>^fIo!Qn#*1FBSN#iR@digIAMF*6MdXL;?RvP
zR-+5&$#YMwnLo}PhA~tSu|31L)eB}8{8Yw80CN~cV_=$VLRbP7dOF<bvVaE+r9B1{
zwH?aBgt|Hl5)izlm%Lts`yn%U!Z?gddPJBl-wD0v2!SOR6bvVtLMsNx(^hlW;2D~t
z6{5l+NvAn~=Y!KnWsqTq$LtDg`q!G<n<Z<p^#0wF{@tG?N9=2HMkRWvtL@Lp{`*xu
zdByZH`GfGuQ#7Ben<g`B2N~|*9P|XPV3QLR8CX5OMEiZRS|hDDEj?9OsxOInk*TVv
zd;R!uAaGrytyKBz@<v*%93s(LQ1fdc`BMw3=nS1VGqIwtx4dGnyL4<N3d!}ygk)%q
zBCxivD(8PZHY3RgaSm5f<iiD&o0StSxH!Ca*H#s}OV!AlJf8+*={vrvUlctNpC{FS
ztdT%BbeC>7FnlGULRn@4U?fcJzQF=AKIwcu;oCmzTGT(&keMP<0i5>W*<Z32<X4@o
z!vMGHNTmIo^KLWEQf!p#L1-YV1#kZ*7*yF_9k1zj$PCYW-oK4#)n=bFd}FKb0QtJ9
z8fRDW8nKsHwY?RzCDopCe^F*}e>G8S+u^k}2CKwu>l31}+S9Ap*JHDeP_JX%;-;7R
zAQwMMhvx#ov$P%EmFtkVzE!>*d(Z|s4+H{Oc~~S^L)H@eR89zq=pS1RSD%=}Y_imv
zku;ku%WqL`nksM16U3rZ@d~$(K5aFGErN>8tsM~<!lBc4>)2el?4_FVJL*68dB6Tz
zQToA8@CoSh0{055ltm9eblTxHpMF1{Ce`(m1!%#JK(S$=6}(rVC8$P1EP_hJBKWyr
zo2$FrlA6xy3xA{y3&-$#dlS;4)Il*UQwucnhHmzAzR%@=K}$@L<?;{{j`0>cRh*1t
zYGLL>H-1ODg|yi{oSJAGq5Ufol5xzgh<WViL#v|$8F>pl^JuWIdHvrm3K}^sy70yM
zT<RA)uV5p1`{uy{0{+6~N^%~_sf1?xI#Xc<?$vmpE8<`)2w8V~xJ7FwIb`7B5&p5N
zKshKHNjU$B$Rs7RO=Uvnsk|>wrpD(qcN2jk&#j}@<4?tNOGzbCQaEUyOc)arrgBhd
zW@&y^mp~#5nWfHwa$M`6`O05Njd*^ua`<d{{DwEfI0I!xSKUa*Nlx}#y-EAox9_a^
z1GS`ir6#8BM&9M(5a!fThmPaAajma+Sa_cGM-;y#-Of7?e-qxIHi5{0jr<b=BG32u
zyYQ4mHcC2u^!g@fbaMcIW(GKU%%`2Nd*-i@+u)2N6`I-hL~j!Sb|!}6c;EYPp=hAx
zDQfk5i}UqyS|r<6L(egxgp$_Wtu>tjf)zsgGcUrBxI7s$D$r~HP<C@~x7CQ5xZ|4!
zGk^hH`8E5`P?DG=W1Ep#Di%8D)lG_}p}$CWi{<-$Se(H`=DAMKg*NE*R>Mhpsh%Ea
ziC%PFSszq99Nroy3=o0+=I}>$|JC2csk&z2t329X!zO;QfZB5q1h#x6$q1tLs$aU8
zOSnO%%CkP;+GwV>Tk}K%CUgW^--p*3i5O-$dCBUoI*E<x<zBGy5S(m?gY-a~c3{oL
z7^Hbfp$R+0Ro`Ms?LMNUwRNKRS=M9tE(zmPxHies{%~@y&;vD}BcbQYc5sOx8-;|k
z2I~gHSI3Kia$nnDFIr=0&OcNWp+Uk}4t|AezIict@dV!Gg+GYz2;yU$k}xO+hB=17
z&Pw^t$wAG|9tzRF#_Z<zOB@IaT}7Xc7xTAZe{Ds)vlSX$(EQ>BBBGDg|5U{0fy3`p
zn(aP5*LobCr~WlG`l~hs8rW0X*w6H#hSWKwVV@2Ni*UxrDr?c!VP${*bo$^e+%3uQ
z$>$OjVYx<;T_qO8;O}pTgSZPM2NCUZ{u_god;4oa+aB=WzV9N!mj|MuYs-+(i$R^W
z@NNZxE3w*DYsjezpZ8KJf4@0WF!NGfcZ8wMuvVd+s(V?!dyLevEhxciqnsBUSMG0G
zL^sQ-vq}8X-jSF;Ip(uROh$&G=@%-#-|E4sCzG<nUlncq!zqh$`$`b6J5SgT^)z)d
z-9K_gXb`Ykg~s!U52uo9m{I<Mh{p<en+<NJ_z0X%z_>)x94zP0&<e@<I8KI`9u`oL
zCSc5J(~Gya$_92}Q-)x?_9mcQ>&J`sYSOHqHpz?9XL)x(a{GPVUJsr6ZTYyXxc*!Z
zOWQGoxzc>dT-Yb0fd$SEZ(-iz2BfK^om&o6kVOaJmo_qgi@{O(+`*e)>tBpL&1Vrc
zJ(#xgnDoZ5^R>A~Lve8$zocVIQ&w15p$u-3ERKkY!BzG-(xW^qZbjjRFFvmu+viC$
zc@<?vc*Jsi#K7`8-^Emv{max^EZ)ybhnaTI7zE&6wE5FWPF_DT>PL_BeN#MM^5H<?
z5u+G*CS;><k8{Dc!aK|>{kSdHsFuN9V}1ZfP?UZjCJB39gF^S*T5Uh>pj>`kpUxIx
zIV*MEM+|W7aKN6UNY%)7IDR;(DgkEhlB;vh?X{hyT)cm3Hd5;u-0a<0d1{k3ya6+h
zPD~+wQs0yVw>}LI05j`*w`NWAB8JM`CnauvdO64Ej&1$6g=%}rQsjQ3RNQu&eIkx`
z%j@pG#o%E-ApNQ<$zrti?<8WgOoZ2-&ze+*di`C+TD+7SK13gBpLy7jWls?WH)|Q?
z(A@@BJ5_Mis)UED2VKw!JC|gFwd5jU-0V}_Y-)T`WqY*h^{XetuOw%ml)L+ZdF8cf
zDu4Pq-+ohfj0f|}&VpY}!G2gC&tLS-;~#y|ea|@XL6=0#lM+feR-%afpc~rNwV@>=
zZmK`Czs+z*Rh>!2eYih#nDqb?Y>xa$!a{7FZf*1OU^D1-l~H@eVWQjPgVqmK97`<P
z2kJnVG>VKBLYZ=r7e0@B7J)efF(}ZRCS-!59D&w4D)lunoQ>5sAiiB{NUvi374)yN
z<Hf~V3Lbw}%xR$mi-q|77nvT<qhG(C#j|nrUCvrC4(e0b&TvRCQw@?~KU;iZOn>*Q
z^<B+r|HuCGi2_Jr7_R8H{zLxNDBVTDr6l~}y+52?!QU11R`7C|k(elbn*w|sj)WbF
zh%jXlz_X5GXn5HFsd%}>i&eS`)UpZQobQt7$;E)!kwpVW^rtHpC#~<NexdlRqb?iS
z1d(nUa{JiqJ0kv_)JKtt9FVKQaa-;8RtoXT>+e3#^H~Ic%6`Qw*?iBB+Tu2pFd%gJ
zZ5k|jp;WCCz>{e}GF*(kTmB-U!IpC{3}sF&Aszs0Q<p|_jKA#tjUjOsL=p$&0`$|E
znUdK?uO6wSTsdUgu@RbDShQj#>Tg}S_#Lt`E|uQy(Xd*G#6rxsFua_u$2!n2E24^b
zceA(EE_4Moq)h#OHm9jkXF7_mV@2-rj4kH_3#sDxeL%oA`49?we3R)+_3#h=eMIXv
zd%lg&dz)+V)9a)(Xxl>at#QvV$)4tII}m=jpLk!%cI<*T;<Mbi6<Ao$&TH$QQipoU
z+HybB{4i00WssA3Ykkw#!BvHBI&vLtAfk?8j_SuAB(2J0g-#MW&qz?wi#?4zJ4e%E
z3eHBjz}v0vC-tHko~Zii2UlUyHLj>natQJq#tFwMao_bNbcgQMWf3m9Z+t8>BM~P@
z#*5tr`jVxpHHiGm-jLqEJ<IJYjBOOQ4ozoIO`YZ|p46`-=d&v*_vvtf#w*_jcFzmc
z8<Hz$wOLZzkE90h6N#Z|1z7vFT)^P!{UmsWdvfN>^roolY9-^@BXU06GLr)JcMG{G
z0KP&Qpu+a1g5{%fgDXQPp_>GB>mfoUgO;qT%A>mqU4L|q-O86XkM4hP5&;0}!SX&&
z3VzINOBz(G?Pdk!?PysN+U)TnPv;}uk8AZW=@&99R1NC1o1*WWH~ws6e*eK_T~!4|
zrzl{Q6Sg{ZmLZd8+UsaiNVIFZI&Uo+DvDP>ErmP1ej}@?S%1DT(Fn4$>Yj79cQ=#E
zaweI>(6=*h36U<RdLf=L`!->6oYQeT1h-K3M1(;9&i7DG#odyy#wm@z<oK`X5aY7{
zbB~*2$RO5IvFKm(&DED`<?l0okF+IB+XL|g9sSCMx+M&DV}G7nU7nNTlMBK^<+=qX
zyuKn%L8>PPR=GX~*Q@Md`Va82q|AwjEShbRhrIm>Vd<X}7q&3(zvT}oxJ8JGCst2~
z=zH`ii2EuZm9u%D<;;_g`WSZZ$}3v80fQgX_v4L6-xZf`x=%{9yoxJ%y1wa}XR{?~
zN=;4|seJE$&U`W^Tcc~h*vxN`a@n-8bJJ|C`g7(=tB2D0R4-e|&sp&YA0y%560JV8
z?AxvekQ*C9#`zm>`!a+VTlUp!PrB=?eY+jJJ)Q7c?b&+8sdmir<7fcLZoCqxOK0`M
zWD(z=UvMKKf$xjXiU>H)|7!MB&=!l}^+h|sVC^S==_L_RE~<K$Ly@<ZPEU*IT?J0!
zQYI}^#t=*Ly!)}ZIaE4#A&MR*ZCbjz?OADNy4vuicr$eH{#Vp(v7287y2?&86##++
zK38A5E<}03%_N_<fr<1bL*?4_hxDy`K<8Rfw+LtGe$z&GZCxpsl-G0oz7;9Os?O`u
zH)dgiykBP0qL5F%MJQ_LTQWl7IU<6if3sICEq3MIkL9I?K3;Kv#g|-VxHhbCiO>}8
zv^@H=DtUoITXO7a(AySC1^*r1#`j2WW2&_+_LOJuMv+l{S6OIC5F6Y*BDN8n=#ZXs
zz9~QEP_GicH6KgW92UJ@?(Vo>gGzTWWgMr9ErcQ}Gy<T#V+|b8^;>Se=+e>%<E;B+
z@M^>!oPF^c@vz{zYVoYYTjY?$_hh?L_@<}q`@_-Rg9pR*&BVrSmW4z6B^B@A>q{S3
z)UJi!-zL#Jf^?cM21kf(+t$C+xgGZ|eKX6^Dh9isPs}whf=@~f0dnP$by^dj&1Q%6
z8pr(VHN4JX!w?_c>j49(*R98R(qT#JR<i&}XL<%lpGzQF39kIvj{dI0+ZN6GF1q<*
zl0#l*uAk;X)6eR4unRpFOd+^aeXk32?G}DO<D91Q7>0P;?DAq0O1BGMFt&sePb+__
zx`R?`SuhTt^5Dk+)M!SVg`<?A-$9^7<M1Rw_wIuWEd>?*9v!JkA%dB*id6O%VQDR)
z05=;P;r-Xj%d8ZNAhGcxFrv&bkcv7-`Q@zZEkTTMb(f#}<*$D#emQ=A#UTlM-D2hc
z!jkp0ZsS?d#SbhOroa7{R=n^{-7da%geU3X(*BTBOXUysqO(-Fzh8FFI%N!jJG?*U
z^G7qpO>OltO6D+!@cDN-IjQAaR_K;>H~`RZYR}Nj(rBeN9v#I<LLTWa8LDK;$2KMY
zUcK4HU~&Og^4QA#{AMpM*TDeoFYL5osTYr+f?!cIgF6Y8KhhW0G@x`32ns2P9tR(I
zDG=E)oBX$^l-`Fe^R}Z&^lGTy!dvYq%|OHRx{~a5Cvpm<<jSpSryp9#kb62ZG&`;T
z(Hph>tmAIzoJKV5G~lrFz;@)WZ24go{oQ3fa63%@MtirV<EPHGbpNUg9iPQM0wORI
zp@f>LByQ*rCTTnBt}pV5e~8OcYrhm6UV{lHwikX##yPzNLZ7Igdg9SLL?e0O=50UH
z6q}ce$HCgWib?SGL{Lkm`_WfEMThwzUXv2-3}6@bOMy7oTCwVJIz8KsBJyU9ZUMm=
z3(aVfhNRIvqA_AMEGF`hC-vyGrA&_<IM^-?mU4Exy7gxH)Q}Tf3u3Y(DYjN>s68w6
zRxrOSxR_6@>&<S&gak~q&>&e}_!NJ02C)%mJN;?v8&guh;%%_7PC#O?{n5M5!Avj{
z<^N&5b`I_axz&VvDZ&ZM==zTg%jv(uVpiT%9Q5<Lo(p!7AEwnlg#*UrzJM~W{hwaG
zo&!S2-T;bz&CK38f~MZ9-(Z8EzRhm<=CK;ykV}>x+5~3c7<>w+eJeqpM?c8KsU)f<
z780XMGW0`^b4$Yp_D*3N7~V=sORwepqODwet~J<=Hec8RM|fNH;QYInY4FOAsUb*O
z)ZOdW@*%9{@<`8;qs=U$wu>@c_O|r<bpx}9?I`y9y#gB}Yy4$XDwZTlcAJTkQ8uQ<
z6d%ylRsJ(+(KNS>r*r01S9TYFF1pHldU;QeIy@2KJrDji*EyG7h&u5&FT{*^ToHBp
z*;SW}suZx=Vg@t#Y7rCP;}DGr1^&-&!y!jxBr00~(Pj=7kAaXhGe%~*fiO50%**+z
zPxDjeO<#;bhx_%*Dw6vx5<c%M&;7NIVYwp2ygz-t*i=6U#E=Q?jH^>ng|fOIgECAZ
zijS`x9Bnj$MxL8a9D+PiH2{ZHc7d}2RH~QAvTK-Wm}GO$`z7OzqN~A5t1uJwps!Sr
z@sqbQUL2T;1U*Abr1BrZ=-h~4nMv>2`e((t$5J-L0nzF;*n@11!ryhsFif$mh5q)3
z0X@ej?taCcKR#dZ=w%hWC*GaGiZ9oqem*E-<z;ckFAZ1=x#R2{9B)1+|EE^_A3Bs@
z4FMEvL%I!4bp8fw|0);a>k1-W%2^0ehz~MB=ry-dPa8#{>JauzR!!OJ8Bl8nJ4$BX
zaB7dP#L~n!q4Rt<gKQXJmvA}{M-IB^!_s72sH@JTyx5|rfsmk7h;jp~GU$t>+WU@X
z|Aud3Vf4H>zoJ-GR5bV8cHQ0LqU(~hN$2ftO3@Q@g#3}OD91*V^;|ZxBBUSSG53nI
zP?&A&S#6o<-&OSC248LZ(BHXTw`V<El`Y@jo&Q}RiK8(1X6cX0U^U}%(aUIg=csYA
zsXe4=UeKAy!@}dCVWqg7sBoJc%fq!fJZicOax*{KOtEGg^R;m{UryvSaqbUSuLh*I
zpWJebA_8|=f^F@Rmm@x#lmBEHzv2Ci7**fiLfeVeerq2c-3JG&=@BM8pQw(8ONec`
z$8OK>AvtK9$muoL#P<D>^f}F)Vl<zmG|m%n*d7UK%CWwrLzR1;T+{4ZcxBuHbm-+y
zHf6<q&{+RTV`>Xkk}!0d?Ub`<Rmni;21s!csDRIOe5u>3l)>AFj^9Y=%;^(Pxe015
zkov{E=g{IN6T65O1H14rl=W_!&^(<J*IK85p`CCqYy2vwhHO*fjvoRLL*|?Lq6}@C
zDX#ljkT+p(t&3iIH<J!4u<fH+;#mw8F}{?j+B)#NZ%kX-3G@F!!Kw+v7r6N>MPHME
zduSqY9_lyjQ<62mwbLyg<}UuAn#m*;&;IxQI*S`9yeymW?@`rDZ{8m%Q{zuvQfp1d
zaN{?AXgfMdACE@r)@DP~*s-WMZHmw}l|#c9W;ocGG*X~)9({#nt7&egWQ#d7&a>9t
z(Od1&TX=Yx>aQzwY~)H)G`Fw==5)(?<Yy~<4!RrfNN7JExy=&Ix>-04)6cksF&QX&
zcw7x9iCoz`4b_H~dXvii6xGqXKYgZYknDI-(6rm}qU{2iE4%Ey+%eIoe(x!BMX`^&
zH0QJ*F=qBK=elpZ54^Rp>DsrpZOu%*oKLmx&{jEGZ#?O$5~9#O*ZVp9ov_rWy>1UC
zL)4+Ge%zfJN&;KB9~(wg(|8NIZU97X>Dt!{X8U{;S?^Eh5k9gkHzp3pG|)HqMhcTO
z8YK5dl3gQVj)VpocUz1GtwN^~-7K}IJ{PB@F8b#59jxqW&z78q3$L{P7h7)?6;~H*
zjfOz*puvJefZ*;f!9Bqp8h3XI?(XjHjk{}bZQQkS_uJoj`Og{SzU{Fe_g+=2YSx@J
zWm=l}C+T&+0$eMa@QU<svEZW0cf}{D3rOcIy7uiGop`I=D@`Thy-Rf52WVC;v28A^
zfJSFwnJbdIIxrPv>QXw@{w;i=1`jg#t2bZfbtpUSE*DWh^qVdAE0M+RC5NLlZvF8h
zJIrq_bDB+kSA6z&@Bg8$Fm|8<E?OQDnt!PD*94f_KDrLSnEo$CrZ*TZeD$k|#^2~V
z@zuB^a^5|eC5(tBPp9wzo;xX$cKNr)g+Ah4{7u0HGUV$uN3Uz;%P5>4p7yEl3Q?a?
z+aQ#To5a1K@+NjB>qCg`ee%?miv5>*TFrtUk{aU+Ki?NBa2L0yOhX5ra@UVz_4dKL
zh}NRK_!WxTV63dxIWK@IplfRE2Sz$O!JFyZO!La@=AnsvMT9r!Me_&#^TQDi8N(Yr
zjrR%Ix?5M{>a_4$kDf8;Z2y;rFfqgGO@<ok+X<tA?cf_-y*}5PZ?fA<fwh|X1n&y2
zX&D$yIhMAPzOI6`N=xgq(bbx_H+wx$rR4+US_(1$^q_!Qp{x1(X=rHG@g9d!K&AHG
z@Vpvq>FHR%RA~BUV?26;(Brx@0rmc7zh=Gsdi~}~YwMll{5o5OnR0r~xHid?;S2sV
znNs3_lHF1N@pxQ?|6t|D3GSKdyY|J)#JY|N8no>;sRS*PZ{(HG{b7TVI`MaE_zCA4
z7S!&a3an^KD{RjivWhut8+QRk9eU{e;;)Wak9LZ=n`f%W<US%esiBXrGBHSx0b9T-
zomL_B-AE~|On#-2rmO3dkL_ek{`-xL=rY$xHBbt-grMc)(vjdA-;772C@!)OBy=CW
zR(7UVf=uQ4G8og+ta<{|Xw-QzB#^vo`M(!1oV)f65W+^(YY)p3$+>`Im0VX0Cz<eT
z9^AEGn$!DUWhln58mh122n+5gNJ|DwN46olhuFMd<I5zrD5l91fAi0}-0lVHCHfk4
z`d2E!>R~fGA(dA`_r;R#qAl57?;pU24JG?^)AtX(7vA;^_3(Y{Ve0mbu8rmB-O97&
zlg=5>i%v-rn9nfrXz-+BNoc?Pe&)MEURuMNq;9+*&(Rvcdcpz%V|$Xpd-#@znVtvQ
z#p_dVYuh(%3Z8<}s&(mFMLU144>8e=hY>6}c-?mGDd7CTtlWBN(lH5IlQPRck^d^|
zoB3W2VCC#pzW-f)Gjit#E>yie5H$|4H*8eeb|@u5oDrUZ^S<kETW5ONd>D^S-e<6O
zz51N(8ikg?zKDg;3!w<k$w(@rwKV2)c_@SAKGBqXZQnDM`uBI&4xX6dCc|lG0x<ui
z7abD%P%2`sLd)EcPN>m_P8Ks&&ECg+1>VMMwrhXLVTArF*YrUas_3cR@0st?%k{5+
zBNN85c&BjT5Cm*ja`EdHOV97)P`z$?4lmmrU#P^(G|mkyba)9C5bq9X7ByIm=u=%3
zw>q5cUE~81JFfODg<Pu2H7aZtEHqV9q}Ar1v_`78C}~<WSWNN*F<OOPMsj!mwd}%y
z-GP5!TV?ctf|M_{6pr8K59x%<O!zs87ET9yR0STW8r~slw-V$pn7nj2-@o>nY>K#O
z%f!ZVygTV^-1sW-671yMQ1F9%g}zOr-YsN6@q?N*a2FsJSNbB7vIq1qf=wWE&O-lN
z<As2v{aIsYLN>Ye17O==nv5m6oW!;S9|F0}EdmMe?aRGM4DT^nlW6fjbo~27Vp|4+
z*UQ_+HMf=8uRj-<hR*OXqj`Yd+dP&We$0>`K^4Qb-QzPKw;l{tZqskmF-p>_jqJU*
zV+E=U8f#p8EGH*1gH^H3rIjh?8U#nF(qR3FX5;JH_T{szIWYYxiLRe1jeP-RPLT>=
z2oy#Y$ypVtGCyqX{sGyKpGExk<7JvEZ>jH{s^#-51VAJNVTP-Q9VUZjXoP3Um@~PL
z#R!}7ka^KEqGH|kblbq!mNg;Wmlr&az<t$UDz3gnuJ5px1c3cajo;a|!YiLzNJvOy
z`OcX)@X->yDX!(6ltx>dzBi{fAhm-}T)5fJeRyCll_c5A1V61bSp>T7XSxy1LI)ZO
z<tHzi%2jeHd!F{>c-`n*eR>ddV-GIjkG47Wc;3=ZVZNt{j6kdz&($&riWrUan#H2#
zbkxv&T2PL1DY9~I#T}_mHnukpGnAjz%;c9E?XK8cPnoF}(OdbY4G)JklJzjRKNP@o
z9vK4fo52g&$qgfPe}{{>r}7ze#cxu|Fx)B+2Uf(*SnGP55-Lc%!WGS)Cqj}AK`7p)
z%U3>(%Ax0uE^o?L07P)NNr#*XzC#yxWP@vn=x$AKq0|364|-~(TDtkMTgI;f2qmij
zs*(`D&(|ZKIc%#{6jh8Tr5DlD^X6!Ve5oYmp$y^45lL&6hb>CSGo4ICa$Uh816%57
zPxO*bN&F@CLh*?3n~=w=4^GZaC88zag)THhKWr`i$#Ko6e!gcQ;Z(xj){i(Mf6=%T
z`Eq4KZWaJl$^%TBEeMV8ZwV*gEAP)04q@Ct1yHGG8hjlnpO<0#OU8tH^^%*t+!v{G
zGDvZc#m(!yU9Hg#%4t{dW!ib*1PpE0?J<_ie-z&W^++(HBRN|o00SKtANmk|7_aUb
zT!BpcivOyIVLDvArB-#K+GA3pTN2+b{g}&`3>!+D&#{Mrl)33{kEDPFT{sU^TP4El
zliAq7uQ4|!N1oIGE>wiSZF6aXe7?=c0ySkes8%_@eLD*-8n=kkusTe1T34T_n_qJR
zXsOT6BUO1P?RvCrdlVCld^_)Y$V0klPR}cio;c;-n-zN7qCP@;CS{&5A%dHr>`D>t
ziUVu*9@qGqU<X}kWb`e@t1vZ~TP<auXmQ=Hwm+Tu?xl$bwWU&@P2#m<Ket`c7(~bC
zP?%CknkyMPaM{o5EoGzbGYUN+Djo*4;71%uP6lE+!q^P`Q!hXPOEKz%k(o_9r^lPl
z{v5Fy^CF62?pRlVA22cg{LN@OXtAKe!$@w(-u^3rHfzi@DL{5K*Xd1VG|<-t_7?B~
zr6eRcuVxE*^mS44c*fgmm!vlRxzCp5k3y}!vJc_jrO?w0uSOrjsc+*4^8Lu+ZW&42
ziOql~C$c=LN7-7}L0U<#S@i=`+Y&jc2?vXG+g>^td7hzJV+RVavIEz@ZcS#le@f={
zUdx&`<=nIgvtlDhb#sVQ1F@=I5?06J3;uR+Dt?^Sz7me585H32qh1RcdBae0iwC*>
zD$+1SNcuaNx~YSEDbvj<fW|RTysqY3)VFg3*6YZ)OW+*yxzWuz%sE7i{&z?~c0h=Z
z3KB`UZATRm_$ui=(PkJUGhXwW5v@1M>vFa|lNv5MGYCiK@Srya@}+jwlU&?zbnUCZ
z4xy6fZsGO%gKIh)#BSK1cD*nAvb3MR8OA@OVlxT@^v3Wy=BcltfNAq*&EeBmQ{K8S
za{U(*c@Y5WS}igHa=sVjN_!>Xw@yYX8gu=&&WQDx{J}Cw!n3~Ru#y&m5Hh*xvs7U4
z_U6mCNvOfr=~Kj3$hA>;xRY35wV~0pMXh^@LkDwZX8-{b&WaOrO5zqQzBOWOLo=}I
z^vM5)zbO6Xy3mKbzoYYo6Ym5>F+V;JBIyehv}BMBMZ(!G`1NQRft2FTnhmxeiE927
zki~zFNWbyvbe<GRHU}q0;K$DHW2F>2@y#vj!RS|_pU^VPZ;`@OB)pCzT4FZJV?kRv
zzA9(86F0e3FBNb|Z+LHhCPE7L6XP?S=Zxl|72|T207f0nzUqoJ{)gWz)c73g{euy1
zG&_`*$|b_XS@+vQ(2AFBqT-91JlH*10q}-Xk3h=x-kGTL`t;M<fxFe&y!F*YTFXV8
z@U7GYq6Tycub2t#1iaQw2#;$Zy+x9^RS0~aUc;PDEx`BN$?U$@CzfCMfLJIQM0P65
zG(n0O6iKBDo22jSX>eJSw~x}yV!h*7$*|7OeQNs{X8efX{m=by!sh`M&)QV@pIkuw
z-&<g{rfE#-_{V<YyHP|)dzK~#>jTI;BJtpFnDmASvg?XU3SNuu6~C2kjyKowbqW0!
zsw1PA03=H+ueNLc>rnFQ;o`1=84kKzoebo4Qf(g6l5<-e87sqcLS))UM@4rDcap9Z
zx4cKR@>?e_|IHk}i?e#$H4mqh$%lZp0vQuw3RP+xgy~TNCkEg1v7JaH-$g=?QG~0M
zUx}y6CgqtqHF1emrR6D!SS(iozjR^Uc1Z)|$tM*N<`Q4U@OV*pCV$6~28Ib8thqyR
zh=q3l7|_8s>~n`_ob;I84Gm)0weQ0uIu^xN)RM@UN(k3L+f5k{ilu*ABmTr!rVKyW
zKsn?`9-GCANwq&|^)RV+;r@Rr1U)k)omnQe<QJj@9agws4y)c?RiRR9!-a~WkC8qr
zEvQI{dsIDC7f6enu%J<Bh`!e42p$^GDVKqF(>TbidEgc#EXD49ed=*PjOVl!)m-SD
z0fg1TL05{n;XH!=JAlGz7y_67xa`D`s7Oe4`-7=AAoZOt&B<P=yhAbkP403F7LPRS
zO>SvXuT@Ql+p}`;+*|uzc(jn)b|8`8P(v5IgX#Rvi85M~#_u*!?9qJld+~ON(+d1b
zQ%er4iw+GvoOH9I<SpAoo-vF(<Iq!p_p$;)FAitgd*9pn)=wL#r~zy-Fj|M9qCa!r
z5E_g&50!T!UciBL<zyyXBFor>Maw?|-sCh6n(~wco9I?~a8o7)zdQ^ilIKE2h>RJd
zw^N7&hiVUG-1~_P4hA71suri`0Ld6;$11v%lYAQg6zaIQv}xZu!Ro{(5>Aop6czN<
z?H+>6^gTv`+vsq%Q9OhRBs~b4zhq>w9)H1!X14l8Tu+Gt=bu&miXH7#q^%}Aifi|&
z{$?i4VH>q&^Vy~Q<}7<D;cX!x=snU$h!ql$E;4hDIZI|-wBw?XDAZUaVP8$~z8S{4
z{>8(R#=brD9k@RU<Cj%U-Y(C)VNksQkg?%||K~p;Fauy-GL9g2$&YTICgprFub<<Q
z#no9{L-)PvqsMAj7N-?g!BaRq%b@3x!JmTCQZD;Ljpa}#LZ}%Ho#9P59IO0Z?LCo`
z<q#=q>-vYs&nAPwppMICh`8B`8u--5=@R395Ho?O2drAhc;Co<O3u1*kHRb%<%9Ww
z%2x*>?X{9)TrxodF+-yWxs3S{0+6<N=qhfiHeKb{cGaPW5xczcm39NGm@Vn;I^(<$
zbX>4?YHb-V#=EpdFUIo(IcS&nOUEmG>sy_C?D7u9DXvF<RHztA<Jk_SaGut+pygvH
z){I#+%)V&452=-dYmyP0Vs%<mX$&?EF>BD#QY1qa6;pz^Uc_zqd^bY4_k&OB18%wR
zTlg&p5c82UseR3+B#51j3~7@P&1i21PP^8-lqYfGX^9fNNwpZrtp9&wX2EQkb{tyB
z<%}hk@QQvE#c)ex<Fn&4pW{62$Yk1e0J8f*ExYBcXMQitrlouU@+EtQH$CSD6j)o5
zTEclXid}=0$BHx{TA*I{&O}rT2%*N!tCCwpkOGI5WJd-#Koi(R+3t2Q8YWUXBby`R
z{y*9-rC)6sk)bg4T#p}HRmz@pFY>1ZPHsQG={af&SW;(k9LA)_hk*I=19Uk%AB=AD
zb)w}IKDFT$TjCvGQrL1e`maq84P*cGacx_j=gb@o0QfOWt~VEc?Kum7asiacx9q%}
zg?Tp#xzrjkPnaB2qjcL#d#=~@vI<z2t|e)DCaW6<R@x8v)4unn+&p=%I?84-{(2n&
z_cFXlC`64F-4r14BP?vOx<{%d`7;_gBVZf;1;284|I#irsr$S#V_|%(sj|oeQcDg`
zR(X;MCun?RNO4H;i=-^b4{X2<1&YEF?hV<-W(8c5p|tD6@wtZz-M2vh>9j9-17Q;B
z*UpuYVL331L2*EI{FCVu@2TL9r$4Rw1|gi?hK$Ff?<c(?zT$$pc+&}QL8|i<UyYqx
zttU(v^>jtfwxTw#8>f3Bq9#n`-0Fr1oYG8qmZ~ZKH2xNc7Rt<=N4@72D<X7CGHhFO
z(^<s();{43isICW;?(@ts4)Y3Ho~v^=)x*pf)|^$3=lGFG>ZI%!NX?~5hHtekuxDE
zhCdz`=AMDsKvr?tjWiSYCP)_n7IYr-yg4lUXsUQj$RWQV#!yHbH=*B(W3jrhzaxwF
zPVw$fPHdXs^X_jwgHG_w{;>4CO3C5vw0&i*n9Xr--mEOm%TxZDkVl?n04=xi&CCwE
z3toqCQ#FHd2RtAQr`%0nwHdr@5N*MfS;ptcIP>b~>ouDNuN**8wDYrdhpVXfGjz4v
zk%*Q9-G1`0-Wo<vRPAb+^Nl14&&OeG_Nwy@K7{F$K~*F>R*6F*tUaRU*IK#-kkQak
zmM<5NuPgT<NjY%Tz_W0#)^>{tkD$sox*Yk5$RjP*4f*!D%#z{SYAHnu?zx^i?nkGY
z=A4TygsABM(qK3vzBsb@DV%yW-HZ=0HGze;3q$Wix%Z?`8}$_eWtI!HHZBoA%BWsY
zLq9*~b$R@k;36uk(~ZAMw`)Hw(0r3nV>Gwp1x)k5G)_N7u)1Q=fbuTCo|Jq#<zb(H
zvSh7NebkL$&maU?2mu8A*mvPZ_vY<Q`)cQ`LMGG$2LBX1-IB99)ZDF+@0Ohakz$ZX
zCxQ!2$Tds&J=s#Z30TxzJi68r1Im}m(yZ%$7L+59w4tcKURsUqe>}52ZTdQ#Msa5R
zdlxDbpibjZBcV%CR4sSM|L6Bx`o2}c|Gazuy<yWc0rXzyt~xSI`QZ9Ncd@zI(RkSH
z<NkVJQ!%U1Zz1Y1&R}BVyO(v<>f2@sZv1OvdcxE~k}c|DC*a4K&7se_ZkCh?{^m7!
z*kZdpxIBH1!O65dY77@z1czWOkqhJ-0EHmRX7w?gF;C47f^rx<LsnzD1MiCk{CO)%
zw09gf{BUt7NOfi|9o4XZCkIK<#{Wq=nk3^481JG=*c%fAIVqE&6UvATGa)QJ&7X>R
zAm1J)0pp7raG7sCv`(kwGj3BaoN>?-NV(Ant}~@jTPz~cB^Y=JKhtWVwDsrE6sh-}
z7(_i!dsH2HN0T`~4@kMVeN^1W|DTq!`^}+TiLu%&xJ#4a-J;RUxz)!!tWI=c6{v^A
ztrn5Uv-pSPk37^|S^>)CPxTh=b;GDr4XSoR_0xam3LJoO^2r&>wHfdG5e6->_PafD
zM?l1vvf=P)gRW@+o0hXl*8yAWF<m3bZ^mGP=+ZDIm^q{-tW;Dh+OskFG9&`x&TMy*
zJY|cT{rZn|ZT-87mpF$FWk#JM8NC{F+ra@XQd6YVL-<O>Bxi!pDeCuYt+_*zyYu<c
zqe{Iu1<*$`@5kmw?bCW#4q^LMo76d@bwsz_sDJ_1%jjR37Zg1nd&*ns&?U31_3t2S
z^8%N7rI08H4w8y#EoW=mGPy{<vt|p%^xaNONgxcb0OqO^Qly+y39P}<n=ya!WJX1u
zO8$<sX3zRH%zdc{OdUXI!=cUd{(aH286k7^dz3OfCrcYpm3Dpy;VZ9any18gcacs<
z9@eHZ{e~`p0-?n<=^Ac4U8EKSx&=^j|Ba3*FfigO#Kq$k?ro(tT1!-9hzQGz85P*)
z-aMorql5x+Crr|{$l$S<PHAJ;4R>|+qKNvR|7C&l=O+@on7cDQoG2O(no>*MbXd^+
zE2zg@|Dg8j9Ace+Z)Eb|YJpdP`}S$!aRw!1`Kjn{xPo03@mR2)4{~`Os`@%Hvf7*R
zA@teh31EG=qbr5@lhE(4Mn_NjA);QpG6PMhDg~S7$V|x6!y)}DIbOSU+1~v^gL=c|
zA7psX^3c<f-a<AXb`8(_j04X-w}4G^EESpLJ*4kg4HiLv9*QW~T~yXDljO@_Z!K2X
zWp;2h54Z6PMaWFgDGAfPYmBFbpE5pS3eH(Xcv=AiZ1~Kkx&QVcnF?fb<NFc22;VLL
z<$CgJXU|&-p0)hidbJfL!HN4XF(<QzN6MT}&YDZgmSqR!Ic)maLA)YfuxM-QCk#*;
z>RS-C;YrvBArCU(HAv%K4>kB>ERTur4#Q~8#=TcOp#F0JVQuwlZBvDqE5eX%Ehkvh
zrtkd{?xIByYX!C*p8!H&x@b23sIR!x)9bzj3i7@^$G%-Cw7+ggZrVl%zh2*jJ_tlV
zKMijSe*CzP@wIMqfn9}Ku~#IqjW`SNggw$Kk+}}}BlKJ=FJ;@ZG09AK#J*dp=b8Km
zN3W1QRgngzDuGa~ko@H}02=rdB5^_7?mB+1xHX~Ua;K1X#z2^(dop3w+k;R&LYabf
zGalY*%<b@NEpOk{yp>Z(N0l~ILpKs<+QyF|O4`MjKLBM1ycMMfpm6-j$-T!#x{GZ#
z4cXRf`P~Up+6%1Y@EnH`U7~Mew*F>l+v`C`TJhud6wshFxVW`+U-_HsNfoIuv@@Yw
z^sqY9CackZ_$yJ>O}Pk72Cv`H5U4!nUB~EkkM>bH)nN!|zQ0*D;Ki}o)VMx&Wj=y=
zBVOxrb_o#$zs5&(+uA%U_3X&R2=m+uD;$5ceQCe&$|cn8bOV`m956ESe|jWYOS?^c
zyFdwf97>U{M+t@1^TAkz)5~gKqCYY|fU5SN`enLx?V1KNI0BdS@ZcWY;<Gz?{tC+v
za#h!4m%b0L_4qXlYqwMyL|g7t)wWf!Pj+T8al)cL%m~&<f-k!T!8j1#Vrx{G64xCt
z{`l7fGHClJ+;S(y(kdUo5E_7JO7=M~54m_anoVDUaNannMy*q6MOKl$q(mm#s9Zr2
zUtZBNM(I@kDr71QopZoZ%22jAQ<Jh}sX}G8MWXPb-wCj}yZl;geYQ$ewYY>ywMzJd
zRW;qcf}-ILam6DGteM}Q>|zs!E}q@3tw?N(?fQYU;oRl`tnuvkHi*T2cwv<JxO4X7
zwJQ3kKi%#Ik3BW>H|u#mtYm*gdYwKPTyzm%Prl%6x(klK?5S5(@AA3Bhd);K{_(B+
z1FZo=j$(&haMz?82PJgB>2^FKzYzC!2@A^We(hOjM6xAl_dIi2VHb@-vz0tsJu9X4
z@wMvUb@jsDNSO;>C^fE#x2Y<X9v`3gFPoHFtgo&-9jdvm2{T`EOXQj^0>$GqVirbl
zNwMgbTQJK|kHF68;GKmB64c4NaLnSs{H+re5b?tJ(|J51U?qIQULZdh{*<eKnfUR6
z{{aD0&@=i89H77Qc%)#Vroo!DN3u@fMQ=rG$1!%*Q@+wdEbP~{8v5_yb_X(V3pS1U
zO`Ux8PY7H3NnL!7C0-E!Qa>)Hn2zoAz&*LfbU4yE{!d<#IIwqq((_4?LPI$js_iH3
zx+;>HSzNm~;Pks19!T$4<9mJS>eI`T&#L;kft;L{!8V79*Ukjj?kj++Pe3-9mu~Vq
zg=5f%(0GJivI0G=saleXUKy|#zedMeQ&*%0|C-m!>r`gCIcq)~AAZ0UZ^k*QzlX|p
zDlJB$Y4slmKISvs(kM!BRrSnjAuST#WHzcP>E~VrdEerbsClc<ashS~2Ld(cNNvYR
zW#>R;_rMLazH^7|nBXyUW5kUgxFJ_jg&(buXn%%HzwExX{^`9XdCZX{pDtrcSIC;2
zF<QMJSc6zCqkcsQjUcWD^x63|bZyk~(N{gYwH37dARxQ`c5}Prliu>uS<2~i_8y_2
z@G-MBr=Ts!jiwJc22NcPSaDXjMzV{z<W%z!FIdYFd=BZTkcak-0>=t-YFqB&9isv^
zjr0<{F2=kXDUf{vz^o75vh5x#)2ko8S&aD4uxVdl&R9Y;JJKfrA6jC1K2$_~i!v<W
z@?2S&)<Oz5Gbtj?@=Zj3bvdMj83v%e+P98X&HdfAN2)t;y=)YWX2T&3Oe=<JcqATG
z(I7$?I+=g<629}SW!Ese;NIx3%^i79A%0%#X@XUQz~d`@!*Nnfhg0MAv^$HUz?li6
zZlR01{6^6V&`ku=V8jtzgM_JjLNgZGN`&|7<nXhphl;{Ij^@T4Amn&9fsj&I;oi3=
zz7z=hg4(!Ns-iJhUa3txrAzKv=F+HEfZkC`t4oR#SAub%MUTCLJkm*NsbZ^}Scmqf
zWWg<qv>e)^=!}Hv>u2`JG^9vsVz3{pH%DYdS6?>&6s}_)>S^V=a|WTquDP}No{7<)
zs!_LICG9&rkp%?9CnaT&lJtVPYI9BGVneosYem{?$z>cB!1c^)siKT-20(i8vwOmC
z)+qR_NnN8>cW}9S6%1)Acbuz!g!Q*2Y^L5*ZGt~;YeLSMJlA+PuTCBVY}ZLczLf;r
zixa1NzlWXHC}_J+k=^OESGp43e0T^z7HRWR(q4PG0Q7*oSWfqTU~(6vPLA9*Xilns
z=BPt~NXy_o-HJ&E{F^N_k{6qH&EeF<CJ|GIeP+W^pU*HLqzC8Xi;q6`9p|}7Vy$o8
z`|4NOT7yKx9$9Xa;<uZvZ{s6f`PsvLjN|b$Dkdj1+-_+{HKbog!wk00NhShmxXLQ(
z+x5J4?(W$^7mTA0?DZIpEoO1q5T!beQOQ*(CpVJ8G`hGScMS1e>T&Jx*A`_ef431N
zFoFcrvQibS<Aiu%+|Oeq-aU3{>WC28+y@Xe=y>|Fb2EmQNVG~2(lrQf={>d+8?N7j
zKmxO?U?xG23>{mb?}Kl%?>|nn#7L}nZ~BLN)y%4-V$1zwy)ws!ag_>MAS3f9hALuS
zG^Qmhu1!OsBNl^b5rt;Q8*7sh)!jOt{xt00JAUlm|FXFNaNN!Ww_nAYscc5l*muW;
zwe_c9n8kJSB2G=}=T_-cJ9QJ!g~U!9uMlhMLR^kCQSXoB@Cu0iTTjV5)<vH5F+osQ
zXv_~!bAM0UH_bTSb<X4hLcYk?<H_u2vJZfI@jp_*vwK*-ibc}L4NRRCOrACwpS|r0
ztfluK0l|q5o`!r^Z@DL&+N&r!3@w??yDq&+fv=_E(t>tkM-AFeDz-6>yUu`%y59R$
zQ3+h^K4O5wUvQw!_?TC_VC%rgGS{hTbrR}1+*A_2>^^b&<a+m|{)N?fR|UFBcdhh1
z!n_dH#)_XaI@A&2jkETr`-fk5DfhPU-DYfv#qpcNRM-h|?ukJbP(a^b%GF6G7W=M#
z;FSq!_A!47jV{eh(!=$G_+9hVRgA^A);u97fo~mG)9A1Z7d)G%p~sFrw=2xTOm=-=
zHmy09ys$w|u<K`&0}EXPMK~C=>it~}D8DT#psFS^L1*GsyuIg0aY(uvDm<MN)y*J1
zGuT^>muIJA>-!XSeZ5Qa9;6)_Uh(nHa;zc?icwAX6}6Msg`)c+<B@RRI=2etB1nO@
zZVm^K;K&+mz*mB$W6Cla!8Rg+OqwN5BTcj>NCKjHECg3gg7B{?74$MLZU%2f-P>1#
zCs3r>kHpEn63~AxOlu+^pQ*0R{M^vaOO1%5V*!vAE06uAF2e7ZF)#4?mInmo-5hH*
zHTrTp4eog-lrC*dK0f3m`aBJv3M|%{L-ipzYIcJ#Cgo(1)<}5aJ1QBlL<G3MMbs^8
z^oK@r1KJWjw8T0EI6TheDl*rTgFg0uo4Bx3zx>^lZU0)g84g7nT$5yRM82rsgb8OI
zo2B~Wl0&wQ$+ScLx4^9u4xmCsx_n$g_Tp`Xjq&w<p$_r1nvc9&X2Wxxtdp??E`;ZO
zgTtm-D!3Xm^Y?0S^ESdFY5mq(mtb4BLu`kAdK>m3O_?(3pAi^oYGaM%T&%;Y(0H|?
zvhjLPMKGo2KP6hC%Cd3)iEQfK5~j;KHmhqg@*FPwUa^qy&=i;!wA<W6*%C~X9=s8h
zhaX%cngk7fPPkL-kh^`!Fc=?2ZG<A@6fq~#;3X$e+iz!LXs+Gb4?K@e&QprXhBt>l
zQCL}~R?p4*FDx6(IKbY?sjJ|^59*%Kd|uxyP(nx<c+*r(O?K6xja-t(=rvg?A6HE_
z`Siqi`$mFDrLSNF_o`&A|8_irV)7!=KBFB$T0aOs5^cqvX2z6l#n$_vH8)HsDSDqU
zp_+IMe+^jHj#>38q5rzoqRJR-!|}`iubwlkjwkG<9juObIB2^zw1wO_`e%-sMb?J!
z+v-A|-gEQ&aBI`1=TbHoA>Iu!@nP2$aPQ-_XLXvKj-#@3^2?H?isBY!nxhUSTxI=I
z$JHz#3)8bzv0b?%e@rXhRQkyrQ8hf+T}Gr^I<*_@zB>jd;Oeulb7x>DW#+IaRK;Ds
z5Ib*OIgYITJB8w_`h;t$0(;s-gQiF(;RuSo%Sj84c~5Ke(EXaq2Ql8^>vDbJkB>Ex
zC?(<YeS?}%PP%&E{mci6O@G(S@eQYPkMXKw`k4D>zE$TK%T@ey!Y#Y$x{cN|eJ9@u
zrhN!0OzBFs5L#1dl!Z}PvX%0XBAknwPLn1Dvcqh@=5#2cwd{{JT|g|I;rgMHa%}>R
z*q)?f3WeO$)LnbPL^Pq7?0paeWS67eAbu|ebUk?n^0W>Efy1x~eXi;7C79K&h9aM>
zR(x`9C9-V7v@8m?L0r`0EbNz4nR1`U{aZ~Bt4ICm=(`96*J;lNe}p=tR<huE1UV{<
zBhNS#EQw4tH(dWyaXySc7?jQt;(;wM`Z>}NWE1klk>Fe(@D=_ij1k(Bb@&;FsH+eT
z)?Anb<s7|9gOcY^%Ps*M;NqchLVR0dN}*YuRFf{OlLO6^%0-iuSVLa*yL?i%SYl3U
z4OetISMSLkR{r%q-@J*Xw|6oNk2(4;XLGD$R9*)e&x(^V8|1+Zx#92kR4Zz0NM5(o
zz`FS>2Te04<sP!WB&HM5UohjiYK>E|I^@z?JCLJSgBXh5|As@nC=N&*1|;j5S3YE1
zH1xUPlH*U2WIzUuCevL6GZx{2LZa=1e}G@whO<%7@2NR=m>LS4!8LUV9XmJaQj_hI
z#%Dzv%O^l;PHRE?*5`EhUg9a0y~Q8KDx0I`^z9F&BvpL$``c%UA=IN!oVG<0prGN`
zHK0otIHU%J@B3!DPq7k0vhiF+e!1}^JrRetSmzM=@GJsnT0^^`!Bu>@okkLzj&|9j
z8_PkPUmCsPp%Q5n6h3v4xIH#Qen^KBG*O@u>R1b}^;!_ei6l|O-$jm$5g(W81p-bC
z>b;51pKGL}B7S3rPP~d4lZwPy{#?9`&p&~43bJQv)XitKw=s`pwigzU3=)tLMNms|
zGw2Qgd1|NQ+Pnv{jA1l;1!1>|-;c1@Z!Xf%Brn8be0(0XsePBhuA}q%;?je(Zr&*G
z0>6^Kij1&Mndrm1LUQ}k1mmn>6|-*@0dfmKxb=YU{BGuk$Y3)j`^}jLIniPW|DVbC
z3Fb5G23>rw64vXuH?g#Bw;AT6DFGcPTrKBx)^DUkD%99g_~`d{tP|kklqRg-Xxp0a
zQN}8Di5^+3`;*!CpGQ5!Qy|xKS;H!dZ+mRgM^6IZ4n_vL>ZV<sM5s?Vcx=u1s*^%^
z1(C`*EbV8A%|RkO`qd8ELFT9Ze$f`kVuCz2WU<|uDp+6?WVvoA_HLOt<eo9;fz4m|
z<OIuRk>f&++_vROIP|@eY<JBi<Dlb0ZC-0Ttc=Hzb@5!Z1lR83qFuX98WEjzvH~Uz
z<5`Y@%#Zze^fSeVE|th2C{g_s(#vU6z06n!OeEZvR2OS@{TQxB#82ink61?Hv%<}U
z|LT||EQ^H@&R&ifRqi+3CfZ9C%VaOR^A&+pt*1pnELi4PZ7^~CF-+(-7S+Blg!!~z
z*rV6ozC=eIjR3E{&pFL6#(2U+Fv5x>-4ggij_TT+-+>yQ(2Ewz9k)cfDzSdJC4spC
z+sLAy+G5?_;tpN<4&mOeGVse7bj%G|Hcvq}s^bT9$aI1Zq{{w}RB{LSXlIm@&Q90r
z7DLf1g5@J^XEXi9UOwaHX|ELZIo-{H5*LYkSy%z`%X#Shz&G^4NY=rHL`KiK+@Uka
zUP}eJ^)_;Z^}Y9+6AkHdY-uyYBu(eY04jx`-z5zBZC0ik^b(e`l$KFA>2hWK(E~QN
zfPlH>{<(rLA*RGc+5a{bEE*1CAW9I=rqCR~!}Rz{gwz}k+ds*oA4t~&Te|)%08ye^
z3Xbfov31Yg@`b;lFE{)yMaED$Pn(krQ5dn+e3UQBr1KXw;XqaF3x=E7WNzy3i}c*&
z2d#jRcknILZ{-|>d=UJSb=S0c^m%=5^fEJ5mOH#J(QFR;t}w2X=23l`6;pQ>_!<*f
z83TReLEC{-KDibRd|Ey}u^G?zP8m<WIy@#+{k+5ey!Pw5mY=P!02zdl5tS<}yQ2c!
z^uRhDIiGjoGpY4{F0+D*@~<O1*V{fA3Cp_$eJV91Cuf|g<qTT;+?X$2MYrR~im<Hp
z?Uf#u`mbCo^#OpMg@yVCJr|$x$1jG+=LE_(&<#}XA81!PuR=K2A>&R#UguBc8^}xX
zM}A;Ss6=ecHM^e~inLhq9M2bC{Zkk;w|k$Ni;~#UB)y#=u*BY2|DJ{Dq+6Sp{qM;h
zRJ<en1PDNnWG`n6JRPm3dKo&oas@%fDf=|1I~n7h6p$9k9!AB?BidGttg>4)$@l&F
z+BIieKc5?~J&DECUK*<Y8jB>q)H9F0ZvNMT_3tH*QiyY@sc$$q7hmDaV3Te|tGvt!
z{LdL~avrcGW^ZDcP$-aGi{3QjAC*Ov#Mos1_eeAE^MP!?GK=<YxR4S=)TqOA32Z|B
zTNtFcR+h!R1M|@{Bfw&cOM_l|R%p72G0MG!(>#xmRcF;uW8-u^<=OllE?jd4LZWcS
z9QtU^6QzJf*dGX_Asr8)=`BE4{nQ$tQpYy-<J6^YsoGlmWcvzfpr&#QkW=S^iCqH?
zqD41(sO}p|zTu1tKMDn8Y-<AZXbL)HLvl3NpKNQ^&JhK*qk7-OfN$s9LiY;&W1&XE
zk32?V5baT?f=rT;T7alpfQ&?#%1ss~dP>&&c!g6In5qWVg`7j8lzn_QP32vbf;~Fo
zcDo=za!z>uNwRiKWtOF}BX)T7$5y<00~-f@*ss<v0GztHr-nb*+J%YsU)x$laQy>N
zF!b{_`1FxL!Vul_w>(w*YLI@{0{ntaqz$KVV+Q?g+pH2d2GjvQ{|!x&Hbe1g{mTzJ
z^y>HxlXiKR>3NDI!XHZ@2lQX%wo7;}H-m4c8%zHuv>D94<0(l+F41wBk8WtLJh9hH
zR7sDq(eM;9(_#UNcJNp0E3h0mQncl>5h$WOr>S~z&OV!Pbq!nO^(RgniOd;z%LUjZ
zOmuAwCh=LdPebQhqcqr;9CJ{u#Znn8JKIEoLromT3P7@1+jgU6t(wr{-Kcd`ErJhb
z3PZY1$J=?8jLZuM9dWpL-dlCi&*{ex`hMowYd%NU0l$|b<cHLV+m)TT_)hJ_?(;6e
zqByK5Fhzv$@{VnBOqV0uI>UXU!eO2Kafsp#nxBsSADkL}{5@$Aby!+86N{f+0GmfU
zW0`jP3ayoQRgQ7`49q3or_xsOHu$C`_{QsvAJg>jI_+!O;h&T{4c^vShkOq8SQ%f7
z)RHdFw1B8zFN#_<LV~k8-1<p)1}~-CgvGAYVjmTtSvKr#waGnCkC%JjpX3lwEkNN;
z4rxiGB5<>me1726I-wPjNM-fHI4t|L;~yf3w;sDpv!Dh532($VM!=6+_`1?7JJKh_
zWw7l07pVKbHk(%<z!W(hy*&zN<!cy!vD3N=&_C1tXcstbB$M98up@s_sSlk6(s1PV
zawt(IRSEs+-)d#ik7w~U6qTUh4?!=^1r_^K=rJRu^oQ#k<Kwv=B$oeQRJ-cAG`+z#
zYRXS4=kcrARcqGgB*Shz)~W~}#D~K!wuwc?A)d02QBGjMs5e)5%>4u)b1)<Xw~UCu
zUMl&#a$hv&R<XiZn~P3IE@Uz{(1XefTmqrA#zOnW5(Xs$DB6~w<}UoewNM$}S>RBQ
zg0ga8!hQ);)Z#xML2cmght5t>4bQv?+WalFD&9ZRXDVYtzYec15#iGGwDE%~uN$j=
zKO8mHHD1_T`p$LU1>}a9g9L236Tx4lPmd##6&c6Vu2y~>RmA5le5)49)N!yiXV#gJ
zQLf)@jsOO5`ZzA&I|XjbwqBzPoB~pI$n5%w<kk9oEs~y#<=(X>7uu_2NQ}>C`fmnc
zZ;tbgpbTtkGB!WbWXi@H13`V5c}m&c!0x*?xlw$E3EP(D?rm7DRidT);npkpD$^a<
zkQs$)fAL;jbW~}C-0z2!Lyx<`oe&zxw+@1;e7iX35OI0f48oO8>sZM2HWz<tKu;&N
zBNUf!cv!-&E-&IS)_PO`09yyU^64A6=8Iyk+*v5Q_k1uibD{umpL%L2YgYi3#8`%L
zv<{imi*m_LAVH#t?4jI`>61xC8dRl<=!7v8Bbn#~9&(j%s{L?$wM)3Rg8#~IMmFgG
zsm5KkPT4GaW1R%lqa3s;S}aGqG&L`2sD4qTqt&lsrwy`n$#+@(n#<Sle>a>WZ=Xb%
zGQ<RGluB-hFu|wOi%h%tM1ff+!3drQrHu?t5GUAUBbP!_tv@Aq%jCc`4oi67Dc4ou
zOu|*`h|?zV##D0rNK;GXA!&Is%Sc>)n?3oQznO3RuHC8LwZ1HeGKMmKFvy~<W=3wm
zM1}6JmUP;ki_hoq6|b$Q?sGhvyUu2=XP)wxvcCK7>uM{zTB8$J8B$sVxi;<)RNcOZ
zb6IL+=AjptJ)UknS}Kq2m#`jXs_$}G0yuXgL9EX6bMCvXbLV|eH<@?}NATn#A#97!
z1n?d2>E_kdiiCSdd8+GW?9990^B1A?+%X8QU3zgCw2{u-_4&PhbMo|#R<T`mf#uT(
z^L+eZ=Ztj{A2WjSRW7+GX&68X`c98bPx{pmisxJ`PNM%S#i%zCf114fUy^pe3~DSB
z>VXHqD;p6#R9g#+z1lHS3IZ$6DEvrE`_HvFaN7&E4slM+C`yXMe6WB?yK2*gByRVQ
zoe7ACo{?mR>o*Ko(-WGab^mFL5bK+v2eG+ghqTV#`4v`ups10@T7N$hRx-GCOpP*0
z9#Vkqq;Ht~Prjb8Ja}lXfhxnKX3*t6Y>2d<35!kePAQFJv8WGBCN(W8eGD6qpI0%S
z35V?{o|21!qv8vZp*Jzg|I)%lNa-ZJS~AiFnK??-uO>)<nRwPY+JgjMo`^i%exUFu
zhY;kFBexEJXE};>hQ%~4L0bskbD>ghe;Eh}5W1fMcZR-t-%gTHdkYnLuylm<S9UUE
zdah+F+{cJmzFwFN<7`UNNGVXazvMFDg|t+g3|0HBJsSqAW+UM_(O$pE%z8p*QW3ym
zTHGb$`J)NI;Y5plNoKA!BGUIY*>={v!{hHD4NUpZfjMYc$biGi=aPfWmuY?|kM>I1
z@y_FotEZytkbV19Yz2$XUbBrl3D?Q{!!!~if>uJKd(W3gonmeU^FiB#_TLpsub1Dl
zKlV;4RK{nIDa7k>_k{@`dQd#=u|=@fJRRQoiTH!$6twnC$BSCO|JsNrlb|1sy^4RD
z#}{(JMqz<1;98c62$VT(yPApuo~FL@)t?r=4}(b=KgUCdB`p1jc$`S+X67U5id7sW
zxFqGoNBcgB@m)5I-loOF(=Z9Dm0-jtQr(9@$H^&gLxL2m<GbDezHm3ynYyP4le8PT
zD6;RSa|u+1qoTIz#4eT47-)XZ(5w_;=_0eeERK=#cWD)XGF$Ej9MouVesu^?9)$a$
zQBy)u>IQ>zh2ex<#zOhM*UYQOu@@{AzS|eaaI<!u!;7A<<=8T%S93*GGWT+T@=pI1
zN1)tozBsVG$XJ08&ei$;G}>k-&!R7OEr;=+Pm%KCc6Xy#v2|<M0e`kWD><o|&R=dV
z)Xkg%{>fpn$ziTTR|=|@YeWEPpTeXk<tWH)kU(D~F9tPgoa<#250`gc^b*$NI8Qs}
zU9L-4pEB}3j$>bq#%G(?iQa70@AhBPP-$x>nx2$aGR<NluZ$%Qt{+fM2<19VuF_8T
z`AzWtqvY)`zY+uxqFu~e#4|;b@FVc_P%~1S(Y~^L5r7|&&%WF@>=(Pu5Ha~46E|eK
z9vA8$tYE8C25a-@Pd*#M3wDHERQTflkmy22>bLiJK*&(L5z2Hh5#SUTHx_JUll>9p
z9TeITN^f}Y`8#7$`MZ3aMf5hUg1$@)x-`n?H7P8r+UfYNEjFCFVwkA*LytfoMTHXx
zzM(z03jUwm`k?;s2QfP_mLaQAZ>Yt>zM7T`hkf$*uS>l=z3KfS#-S?d8`Z>h84E=T
zcX`8(YE6y6?b!2cgcORz@pv36UI;ggD7}E0k|bvh9lVz2VoAblOb|b<%`t*<Qon3s
zBsQS|XuR^OqON}(&_0eE?RXP%F-!=7-^@+4t_QHo7#CDR+b7ssiMnhZD0FHHBG3cF
zx_9FechVA1(i}>vq4y4E8|we5$U!Z)DjO7QyGgXBmhWw<+GET|y5X@)%OYd>=u9zW
z-r!6;1#l8=F$@O-4PGH?9naYy&eQR%D}O%U+-zg9d0ti54SO%QTWNC>cNXU#e!P1F
zW~@c*>7PKODpY9hFNijoj|1G_E1g@QmiMP`3tLxB0(2zqv4L9sKUe0M(HpI#Sm+Ci
zXG%J7n1wN<fBam4H*0>3{6>0_t^B@q8qLJbgA>T5Gb9I751F<~nJZy9aKT{>{Q82J
zor2$;Fo6OfcFm39^$%rm;qn{C{bQA|kK*nm;)Uh;BXh%~GaEmKkw27iLxPT5h(=KU
zr(lqmomt-1XGxe3exL1+t&92pUE01c{VZiqM#Cx5p1*Oaa8sb4G{)O)34EAd00J4R
zt})dH2gk$hqrT@p(JivmB>kbxyG)~(wfZ)aEd;v~5ue3j_4N%TypOeR{FDlAE9b;#
zi}n78_uMusPO!9KoJWpaH}Ory)UT9}U(MYj?*yjnnXBn_L~KL&*)3S4rID`9Fw&dL
z=UOf%`w+hye<09=R^GZDj4#-wsJjy1N++omZ!#jr9qT+~R21QEF66>4C^gYqWU>a6
z;T-^0e4rQk5`GBn%<)p2gp4^BEZsc3;bwZDh-0)CCa@iOQpfw<$s0n>+=zHUvP}3g
zy;Zz~v9h4_eM&YZJB@~O_|NxAEP|16{+DcH48Y=X<z18w7(ZZb+1{#7lAxD)K+6Xq
zSD5Os2~iPhT-FY#{o8(5?4O&!ZWDmnQR8=mu*=bM^|xZ_rP1hcKN-lLPG^m^RAT3`
z7~YFvVK?h)(~$CJ+aJ7Zk-g^mo@bK4W3Qo5*)b2BtafSA_<E`*psPCn`>lzkVmWCt
z5ebAaBlj$+0(;aKu*)6ti*9~0?Otp0Ip;=!AEXy*2^sMG4`BRJBulMy8T@EeOp8lJ
zzabhCAW`aZqh%~sb$!kt^UOx0|LmyJ_lG7)ktTbWxgzxuhJjRbr~_8Hh*8=_q~=Q*
zajgyWx)tn(TMvx!ynXo~BJ0+twn~Uv#jEBF7DSz8a^wLGSfI8#Gnd{qx9CT(IAeA=
z(?BnSW_fIqm0#dGJenwL=IagvTTXjTHPe@o<p@j8z(Z2rsI0|zv#JVXZfW~q<=FBA
z$}$iFqIjjh$C+jQ3&Z4#)U>cjA+ga&Jo`Zd*XhJ};FtQE{isz8Sb{CFQlqw!J{%v;
zjruO)tfaAwuf{0LGdyyC!2{28AgScA=8kj+Ydcibh7w|dGxv8Y?5B1@t!&6}ruX)a
za2UIy5FO(MuclGDf$n6HMWi7UzUtHGp9qR&RE8x&J8LJ`{a@>W)L{|-#DcasVjKuL
zF^8zcp+H|AYl94kPZ}7#S2DOxo-qJ$oJcl3L<>eSgsnXT{E2iTSud>Q+Bc=pxBIVO
zdbNp4$CWLSM~dL2ibAB4O6-e<#V>q@#5rjJo4RPnQha9PMIXK|CE1XS*gcJW^dC_0
z&;_72mZff0WHaybhpucltGlm&slmctu7a;UXco*AF9R?*Shmgsi0*=8iKza9>#ax6
zKet}38c$EK;T7;qTzRVktq&BZP^#Cj#3P<;v>*(*f=Sk@#r_3Kd_akFh7l1S!+aJg
zr-*IbFrefQ@wVJ%Qa~GcZe}?h0b-u~+t%|;%tbOj<ji@gx*`Zw@@Rl!@~gl;PeAIY
z4Y#sKfq-~fp<!k_domBcp9>>+ODYZO2v@V|oEr)qXviCG&!J!QhBMg@>f(6h32Flu
zosD8-mDV|syqolazS}qt`%ky=CtTZBxz#vl-$6L#@*aUt9}}$S4pv)h{l5b=LincI
zJ8k0g#_Lx%OyD9mD9r<hRyE0s;|zoX<i}fTh3~PX!nI?oWB1I|vSSI^9i0t0zB8nS
z+Cz6-A?^0su?7<&<xax*b7pfL{5^M^jq`r4gI%Z0ARGwFm7uq>ROXANg~xNU+<3hE
zglIGt#Iyam47~-4s?Q8JX12?bma|BEBxka4F&#q&1!G(Rjpi#Qiy+lKl?=?3xeIWA
z>^<Q>7Uuu!0Ux@GsRzZFIfOZk>cSrub}}2)+p$*eD6T@~?a#T-AJ}Q7zJ_1Uk!^?~
z2#PXDs$ANRw{q@-TTDlYT0&92<pw-T3QiWv>k)P=W;pH&w|;ZlJzSAB)shwVi)J%}
z282X2r3$o%nN(agS~qNXmCqQmg03dSA0=StO#&tWrVXCqqw89fB{t!XH1^NdH5+Fg
zS2gX<?-D{lPfY_gJsKQOorzFN60#MZ0#6Cs@xh0|K7v-R40&07v>mZX=lbEF=1azV
zk|VE&B(JT&jequ3W*ID-hGK+%=>m?Qh;Li|Ml->iSuGhbFBpO}jNp>Npx6o*W~m9e
znGUHMDnN|@p3C5yXbOIIoB?Z5Fmzf-CiJ@RXL@bx(`>zqCKJdGjx%L(4S#wHlM@Q1
zDH?JwR#0R8pQs<u$~&A1SyHmO+lHe@6>efMScKI15C_OCxI1tQ+H4`J%SaT*ac`yr
zIr6gbq~CeG_5DzcdL5<q@?004+f>Ugq`8-En>E09&5Le93wbSNEpuSD*1BlZB+vWG
z(mshPbB{S5gI*z5?AX=QAQsBCOuuvm_i*?@UH>sea%|E;T6Wf-vN2@&?l4Bbr}u!}
zxprUR9fWe&@iPALJPR$v@ygA-4c3wX>e_s|EPIf%IVdFdK8EUnJ0yC0x~~HM$GFP1
zExmDi8{RZVz62q~H8FCcestAb;!w?LMF@N_KnrntI|;14ukYe*8WU{+`TpWI5wEpf
zy`iX+_Jz;PjB%f;_;+KU7D8wYwe{@bXBcVoG)Y2~gt0QxD)ClHkLT$ETJioVmuw)>
zphp=puS7Ig4L`(#i8jHZfh9l*N^0Ipq>ypeXOZ&&)lwA4*qoppv!f{#SQ6`hVO(HI
zg1-_tvN@|>DXS*+37Sz5O0U+4e3`(g#2!tNg7GxFtmD*Lw)^l4Hvo?Jt@)4`v@zDM
zg|Re4P|tJ}LWp2yiGm;<Z7<WJvYJ(2=v7<Dpg4YxiM^v<h|e-fUke$^*A#D}q4yoJ
zb|u;?Jh#x=_qcRTe7n6o%=mgNY7(dmY~{cNR8YH-9`Mq`ozg?>X0#OqO>qc~9q&{%
z?o{3jA7DXYUrRFTzk2m`81C}T7?-SG5O8m!H>~b$Fz}Li4!gLL3%P{MGiM)_O$Ug}
z>uh72ld>EBSJmh#0jf)hAu^VXWay}k0q{3FVCc~jDW@)uDOC`X9nKN({T7dSBa_o}
zh;Yd^#ELaU21qG<S$Ohw>{%VNIx|gZ66}88fa=(X$8yAB<ua5=>(m%fDDhm1IZvYu
zn`f;Z8OmR@Mp-3KT4*nBBT|~B=#i*y89cHc;q&c>A){A!_oeS^^IHzt%c=x0x;+p!
zXtn$H0Bh$Nu3#WV_uq%L-pnv|osIB0<eYRXmLyc;xDx;KJZAnB8Ob-*efw!E;MB<N
zzvCnbY&~(Dd1{Y@5@=syIN3kg{{P7OtEe{HwhI(}aVt=ulu{fD6o=yOQrrr~-Q6X)
zQ`|L3ai_rvQrxX*aM$1v99F)6kFnRmI?Dkk;d<^n^O@I_4cNy{7rr5m=@alfO3Lv|
zEb!qX?p{EKPtery2u@6%L@Xhj)XBdCcXKaf5SyF)!p&9-DhCysVTI|}G$dP#ESV(m
zm#GCgPPlgZ%7WveGV=oy^&tA6t!I8Yyuj@^v>9)S7LMQF=_POs^ldgb$(rbJbyHAl
z#4BWmqA=*`8qFjloH;IIcBuy?5GqC8IUyCNbaProEavpuq^5V_-#@83zL_t@aq5Te
zX5~9d!tx&)Uumn4?G?Kon%rZUqD$4H=`slPcbqIW>5QF^mP>l)_e{h2NO&p63RhP(
zZ#~0<g;a82RPQ98cx3JCxZ7vn%{qp8yQ4O`9jwG2=qkBSx$8+tY&wSy00q<YeK))}
z=udD(P<XG@`7{oAhjEDAvC`<5K~tXQKp7D}Rlw75K3S1hmid{hcVh$ZI)j7aR}BY|
zS=z0?j4$o!$1UMdU5j*2jM2M1?;YaZ5NXG5d7e^yUMA!cSI79+EV{zA5BNn7nOJ_Q
z%Dm*}NaF85Et-Yfa|atbH3rO<9YbUtASrpIQtU*;y?NNi%05C0o`abL{!4kNzd|~l
zt30K}j#3rca?m=u>XKu;36AW{MJ1}aW%p0}xFUZoWm;`K^!e_;eSmcDP*=aT2B3D`
z!95pb9~I?dGqwrx=l~4p6OIN7^Xg5>1zNYvHlx}Z3o%9cvYwxJb%(xJw0xQNM5dq>
zLpz?cSmZkV+oUkdjl(Iy0}O{z_Zw<Nt%PV~2$Ky1y9fJ9(a|9>yAo7Q`f_yy4Fbi_
zm(piKK3jN|cS4E4Rl7JRP8zRFbwNeS7pM+s_A@i`aPNc;WTHW+C>4_bC^TdlXo@E(
zwerUz<E7|sb(C~Fg(;^_BO2rLQD<GchdG>>xh((r-T?{3BxaEAX(08BQt|#z(rbZD
z!Wn`AnVo4qT#D}A1^EwR%D!SBWy?EotNZ?`W~-#)V@!l;iqSINc{A(E>BX=>p>_S!
zXRH3Sg_5y?S#G8}(eJeazu5Sr0_s~1CWC|Cmx=QCcWr655J1SX4gL)kPv=_gkfXXD
z@D1p?{%tUiT;LId(Rvh0r6PU5!gQendMC&n5n@!>(rVBSF_xg0c<WP<red|5ugc=f
z{E14X{@L0ObU_g}RxBe%{>*+Fv1_<9@!5Tx1Hit-?|jEiG$@{HrF>KjqnzwAX{bv9
zidZY0H<Y^fO{~x&6dJNFFKdwdUb_q>N8#QPjQzFb&7WA2g?2J*IZb4EyOxraJx_HO
z{SUusoph^;B5ee~t-+Dp8nkA^6)2<pB*2L-ax1HKr1P`=J<XzzHmT*b7PFP5_f_-i
zr>-;E&=D=rSk~s6QX+?XapM;bjCZiaiDS@>36p)<rTq?Z5G7?E|9-!?KK|xelr^{d
zS(JX5#_$rOfy8afvH)vjBm0k7=#`|$5>3wdK8aG)=}IzC-!p2BqLV+NmT-jkJJ5eo
zTNWm)TqD}T_*CPwK2^;WaAx=f4jMIjoC{SUHw+mPb_80wK!CzCswkytwYR={taGeH
zOtg?M<Jcm?;yo&<-^`?Une4|)7WOFxwn;sDkyg%w&Rc@_9jEij7EQR;oKd&2uz;4k
z;!MlvyMrs^&3Yc%S#JZ^gXC3+U)A2uHwVYsAgxKxlZiAnYoE;Z;BuGG*0HWpn(Y)C
ztzP%*>le-|Z_bks(KK@nPCJQS_O4(-)QUI~A~_nF+G!`-=(Cl?mtb9;zX$7P|I~?h
z-9I0RgfC4VIE7cAt<1@%<<byM%KgNSxi=@jLbO{&u!pskHcb1I3v@XYqle_6;J;hq
zd|ho*sCP;18MjF|9acX1Q{WjgPx19{`e^u<RvI0OHcU;Ma-{KEV}tL2f$yeqN8>MS
zSq*!xmu}ThaVan2(8H0}QzDZW!CTIY&Z(e0XuF3xgZkB@Ir_?vko=G5wF3gx$$jZ4
zx6@Z7^2OYh(s939s&n;!q}u%8Hy&|R@Ko*y0e*$^Egb)f=aBKJB<O!UHaQBpjpHnu
ziL6)$IdU4m(`zV0ywCjbU%NcUw{sQBCX2O?n1>(i4^~xuRl;|EHsL8-HRL3%#4@nx
z?Z9>E^cmy@ylu>;#|z!a$h+V&B4+iWfc=%b2(xP^CD(D$>x-x9=?kYWt@R8^{N8s(
z$s5iN5&GQ2MNeyO+3m6!QvC|c11AYjaGa+7D<ic{vsbAeVv&nX#S#%3Bc&7}FfiEE
z7@=17vNY>h@E0{Rw6rnRkl@P=zXK=TjRcK$6!TIDs>ts(P~G6T2=$GDUR0jsAYhR`
z;~2zvHeE^$dBNct20vv(cmKU?rVf69o~pb(a~=!}^9+DnW(uC7%^K`{Gh}4`eO<IT
zoEysp{ZOBF8|h;1MuYR53Ik)u609dUrUGg5M+DKIMy(i;^RwaBDSESC#J3#}Ul&>l
z3dfKk-k!AsLI0d!9*!N#ym{P5rPm`<vd(IF_U6-{SJxJHpg9ikgvLqP8OQO%aNl;o
zH*(#ssEq4B_>b&X7nn`Q%oR}dw$UI}8?Kx{{r=40ybu-a{rnZ7z%y0&u6}*d_J!!!
zYIEg(6Sq4_mZ2>gQA1$jQ(;+0<2o$J^G|aP2nV(^+yDI7QX|LMlnnkq%^mb~BtW4@
zN%P{{9u)jdrZUX$M-;fekYp;$bAhmln<Nxrn6!C+JmULLgAH{m{X$iC27(>zc&_?*
z0Q058M>mg%%y!Nx-<@FS?k|Gs;40&H5}j#@bAt1EaN_>8>Tlj13&>ye+i2hmusU$f
zp#EfnJRu<wH({XU;T5ymY-Kdxmpjs`e<rD?3R*VOrC*)Ab};S8`JET}h6GXmodv7C
zHzky1EOy6aWP*h%)<$J=PIvMxk>6dCMuOs6nc(U_zI+ct6EWD)$C%*H4LKEg-JWv3
za6_>$+ZnES0*F!Fr<??8h^D(kEPtz34}tR<EUSX<2iInKR8G2ofnqFt1kLsW2cd2a
z0Mlc}qwQ~X<RNsQQLMu8t2C&*^Cnogi|ehAeh>JmW*DgNsYNsBpLOV8DwbQ2_>M|{
zdX=EIn@d`9K!g{x$N#jugU6u=fH;Rvb!H7$ADmeklVjS)vu_s%Ru{h=<|%l><&jMT
znd^>IP?&imznYzL(im=Xp)_ER!8Hz}_L;fxG+Do~LhzKQ$d^^|ts-wO<z<Df_t6VJ
zS3o{olR;4zDWCLft-f)y>(|`^zJHUH3d@Lwf?%0NxJ}zk0c%y7*w_^ry!BfB;+(--
zM*uYI6djF6LT1v6?sXi6^m{&c&Z&pA>45Fa2$7ngwt$miiL?ZcOYO&58zqW*aqg^G
zo?MCw_q;m(Cw)+gJZv^wUwTeF{KIHP=z#*ZghnzHe~c}^JMp6Bg;!()V0U+dA?oYE
zc;=?nV&aw+svvcrzp9}uvqlpSU{ynG%DtH25$uN$wRsWtg6&;}OsLX>;tMCkSrsF*
zB8>cpV6T75b1Ng*_rp?Zx$HY*P7?V&rbD_6&x9>yiT}W5Smf2*cB~DLOEiudKSo#+
z3v{Z0Z*5Krn?U<3^LOCBUq5|PRej$ND}P<*&2MR8ew{{(|Kp^)9ynI<NLB~C#a{l`
z(>&BkAof;j7qfW!rQGztR<`Jf49I|;$%n{;WP`to^qcZgVU_~7dFt5>!^&3QBKnid
zxDI%yU<>}v(_?&yy-0)bceX|38GF7(TPc!%w8FI;o$T}mOAT;fD=X`wiZ@Q2?*xyC
z{3s;wvZSHr^U1eUt!hfuRw;_G?9bky>HaE{aeW^toLBCwn}1}RoBG@Gze#o*jud(W
z%czFxLVjWoPbVQZ%^9-@{~UX#GaJ`kn<gfkc{<XS`TN7F+LfETxz$>ls+m;Sv<FBs
z(6ihn&!M6C9Yib_$hG-bV()A5loQkSt#RI$mOf5us+^!|smA3=cNx4=g`b+pmiIXA
zJ+^`%g0c9dlhfh2v&`fjw{Y2HH^)?-(mz%-e4H++NmWQL04pbdhGUN8DP4R4Ma;9G
zk22o3JZ)9=XI0Mh4QWtmch_(EY2%aw39<b+*n{<dlKPJ}C)0yYT0-woHiTXI@8DYI
z2g4!y7l?;0tDOX^nP;P#pkMc?RKtK+jZZ+Wo{XpJOz8A8)HtEMe9=G<;q2kZ$h|VI
z?F+HuWpG;uTbWxIv>jkw-``lfrK_Or>SW{>I5oe1R@DhyY_|(JJ_nO_Cc@&Midqcx
z{E~yAp6#s|J%NNmES~@@XAkBXR}HOD<sRx3w!b^|EPU?YQuwLTI>k!LG9!x>2e!fE
z<u9ehBC|&_Nct_rVI&J9IJ8dH3@SiLaxxSWJtAkc3cm~o2TwAHirR^a>WT8~F}96|
zjF_i7ghRcF7{I7fVK>v|V7=canh-ci55I6>G4-#&N8<Z+D|niQ5>}B6jSRC!ZJk6p
z*<*tSV&l#G>9|E#wv+KCC(0+XdDD1xXSfxE0bf3~)@4bTNE;SQ|0OXc0!o$h*&Y^-
z!)c$-hIOq<_0+7R?%Ecn{F&Gh(?Yd091#^oFzh6Tjwh!!1*jf~XoR7*+y}RG)k83F
z?{<FS8pq%iko)nwyonvZw5Hdt=vv-a@<|W2Mi29&X4h5+m>o5SoBt!-un>UQ(@HMa
zhA;sLAlhj<V~hqwgggugyFat~y`SxoO`b{7eBwn&qR20fD_q&%#Yd!{Q6OgsZpa7x
zJeEB~;3osBPoP4?^RcrF3IPs7pILk>SymLrWffvkuasq_z#)4$D_M2}NJ>OmEOf2O
zp&k|Vev-n;DXXQQnMbZU{A@%1b4!Bj^>Urf;sMjyvGnH@T<!0lH0~bngmV1x30?zX
z>w=7<ZVo#yCw^A>Y!g2T8Z^A{Q=nf;GyB&8lD_9522go4re9>L*&mL`itpBmM?aL_
z!L!PcBqoL5QByOHtZ%HV(c5V)+<zPIIOnWBxLZGM{{l=8{gi{3yT-oYh)fPI2Jh#i
zqXB-}M8#I9`z!R6$f(OWzVF<g#z<@Q7b<J@OG+~i79HJ&5s0L+s?p;@+#R_<wrsQ)
z#k%&r{96gHPO|L;7|ToT^B^ORa~zb_i~OqpD+Gzk`{0H=0?<a3BJ9K|Y(>CgN5kz;
z#<G};^iM3g;w2)_%{LH2K|J#6v{4o3WUU{3R2P&4Re{DK*#e7?sOAGTc>~VTcMj3v
zG4pI+0QW&(<e8!=XaQfQHI#2TTU$dq(VP5vKY^X`Hv5moY8!gBpb{C`+b1xWOPkN!
zt!bTnVzW5!4*OuQwrRR7yK2rXyit3T1)8B_D+@Wz2rhvRUfZ_n`(_}?igsR4Vu1i1
z+1=!Y;l1x1k;h}o441ND{$1rKJQgcmj<~wx%qs}C?Uja1EdO*Pn~8f?PBb8~G<~G!
z;;#^@qo&A8xtc5TM4(C+rMaP566>GDp;mNW9;qUOyj{$y$<zrg+4#<bRKC8Zn-v-c
z1m5`cVqHoFFEtXDp@vH_Vb#%+W`WQjn1@I6#b?zC26}|e|E4x(#9;X<mYO0L`>9z)
zXLZ=ZcDFSrdz*S?71%hYkJ1>|_(UG)_++~>daj|uQ~(Wy{$$|Llt19h#OvtV^E1u1
zGL}gWzdp)p{<~gUA?hc}(@#Vm$ol%>sgw*)Aeqm#$pcvT($pMeL6bWvnvbpC-+IdU
zzOhphnH_a%KUI+$rz7Y&N>p+nfjIT56D>;F>s9QUxvi&ze`2F$?>@aeyaYeLQnFr!
zbuEhsOgU!ylAIUJE<&(50IzhuXQ;Xhy0(wDw#STG^J*wW`~&=o2SRVjbsWk5k2&?1
zX@i9KE&m&MO0xzq`#RCbA?#2{0->%&QZja@Psk{U3^_>hDkrpPy)*@|W08dP53pmd
z%|01QTOJIp&hu|Y)s~4Q8Ha;khTDZ!c@1}rcMUn4Cos%%>7r7q*$}XAs%+RgqWJ@d
z;*sMx61XdtB`Ou$AllCNypBqRQgA$;>UVmx%(Ir)^<w;RiN{@Yi{(#lb8wmAs?kMX
zhS#f?%<*v`yITvw!o2?i?w{uOFy${#|MC8$Y5koPHby(s7y4asl^^r+^G6Sa`Qz|v
zkF#25G0j%b($n&HdJfxr*Le!dg0&VDr(+y<!W5pf&D1tb?ilf2(?{I%g12<mH#pk%
zp&Ab9(pPacydlkiT-djpfm58$6~oqioyG=M-`Urcv-6cT7qBxG+xbtmzSE9ny(5%>
zI}KdgQc`(25mKTp(tweFbAr3x_j~Q~Y$&66%6X9bm|1Ja)5c6W&nQSq7y)$%FNw>q
z7(sgTHG(S;1S%xZ>GRL)B{wjHyjp(J^7py1U9PIHPbaX|mB6(o4_d8NfBxr~frEBI
zM^rt-12t6=4Hyg+YQ!yj+LQv#+A+g5AN{|9#l2*yy$-EVrPSOw^WjFZjm@tR{@d4S
zqRZTCpQ8ZtFHhb6bv#{#E-0nlh%z9RWlj&wZOKPkBnZX7j=2vM+^4ZYn`ph2>M-uZ
zZuJo}?#klGc9)WDuz(IUh}k6;`YebklbHLP9*pjly3p3rJ*iWtIeR*4?-u08U8=~Y
zQKVhTz}>fap5hGV`n*@{<~=DoQ-hJY4_<0+?RwS#E^5=%vC`Al746y=Sk}>()ge5%
z3=a~dXq#?lEN(nEG5EO{LBDCPf)>hu;Ju~;cmxJJIfo8v?h>9`f4_8PeK09G{4+;c
z6Zz;cG=k&d*&2s%P4sc^b0lG5;*iNB>*`pyr!e=8d@rQIYZ7@?2=D#=3DLF(o%IG=
z<oV?7*8nG{hs7aGPvjxGL4ZhWO9_ty$?&jfrTEE+2;<iF<e{q*Q**b^#N^)n>#Zzn
zpdV%6$WiL{Drd1NlPhd6m4q$_mX~Wnd_Dhq?-B5aWYVfuFr$rb^OZ3lz|?u0KsW@~
z?qas!cIjrERGj>Y0OQFG#0WBfA^Z4v9hpNAGE3RxAJj;}br=Cz2WhdnhH<mliB_?N
z_8gX|>RLA*r5Kc{MTgx``*pen(te%K{3|3_X^z(1i+l`y-yqqBpy=m3pB~Etcv(}3
zB>1vRk+vLqpZVWmg<0^6V+>8hOrEY;9E+FO$4rj{T`ISlX~@d*nUi#BHO=mdI*1nu
zvc+Vkov(^{G4-%+)DFMoMP8Ja?&WtdpI5a1%E7(^N|odN<+|A=+);=YsbmULKTDqT
z$J=8VZ?h&p^?hIZiprfWqoB@ohHbMGF;}2TP?9o)JDdz>W^e=yGehvKon7{R<Al0=
zYMUn;o;-C$c=Awe<Ci-5i~e=lbX4(?Y23y@91~-!E#6gSH;&jmOln+%i8i%*<;RH#
z+vD*|ZIP%t=VIt0iGT|&>{Z?$DC|S~Wf$RaIwd0BC_Ywq*~3R|{f~uqb8Q<8)?pyJ
z#8MxR(dqx`@^7r68MQTc=%yFC-CbfMAZ&|UjE_||f3OkdgH}W;@4D?toHeu+HrpfU
zq+8N)s>yY{_4@P9Bi?GSEHb7gPo>T8O-3?}qG7g*f2fhpgQR(R+XfWMN3t}dWiE(j
zBzXAV+w*)+VGn|K_#-~{H<|y)2@(=e<WJ{ggimidC%6mw?ZzxZZ$7waef~Aa`#XsT
zdX-5o%N!o%^?y+m5#vZb-{al!V5j6JWQ$44?tE;MK+dx5MU=T%>!|K|)rUlp!gA3g
zK>oc-jaK1%s>~>wR62kukg!;Xy#$UwokdaA-?-3M^z8pT$;8A`51pU^fiG3dWED=u
zpI?m~H@<rgIfk|~w-0v|aTU-G5vUz+XndT@KATQ#ZV|C$!ousTT*5kaQ?;_v&ez0@
zCYai?2z31aTn7@jgVeFpCRbgN)l8wkzh$8>u6&Rf*u$G<(6=OrQ%?{lym}BOwY)DF
z6odT)3c2J$8Og2ZVv~Rod}7w?6Q^rf8cviF@iomd89CzP%H_)_1`Cv@rti53l6K}?
zr@;Uh<$!0+c~^$xt34>O+qYMk@@u5q_q#>0@pa<Pj`MX_*JF8!f0*d=V|C27IBzxQ
z>mbkk@PQbSsGNuOCYA2Xm#5yWS_{tA%9iu)Oqcm&?LXHh-KUg;T62yJCvN1$<T6GZ
zhC3i=W!cVlp9w{q6a{*MGD|0Htqbg=OLqkPLI2;~+S+{g!@iV-QISV}l3DzyYUDsC
zny-Ado|}?bqLn<TLBN1`BEI-DiC-3f#ds{jx3&SnDE^#pjyd)#fmhhGOT0De^a1_-
z2Z^2eNBYNi^OdPBmfEb3iJoq><|O6ZbT70k;WhiyEEn(3zZ|(B(lkfjn2p9G`CRW8
zzfB41I8BKgqN{xu!#a#6DL!~1I72Fy<Jh8>d%13x>0H+p6I^_E6CMPmyj5|i4<bhM
z<&+!EF{`SfOMKb2mVn#V$gkd!FrVs@9$|Y%tr{TGA+8uG_RU|H*M!x+b5#kjQmfbR
zPizoC2J#Yz!zjfI)Lw!;Uk-q96YtI2Ra)IAi0GQj>^*z!Uxmj1{RpgoL2Hy;m2wV4
zKxjv(L2NWEF-=w+RA&rVCD5)k$7eA5a!hn}_SqCBZqcEf#1#zX9U4(ST1~K9W|2CF
zgOKIiAjFrn{asx*nW7#;^H?aQIwKu@xkaEDqrQxlC*aAVlUwjQj`)2u!H%|>#)7*P
zi{u~+8aD66y(8um_U5|tQ%gKJW~{|8`}S=7<_+irZ_%~W&duD?;$JEJyER0%9vCP(
zyGNq7#_E!x<dd$X@W<Z><g<M>_1kLV^3C=#fuz$4($9u5yy3;Wr7>09V$Uf?;t8)T
zVk^tgHroH~XZ}KO@s-WxoZPTXPjY{<tLzvWVc%h>+BusBIhLwwLAiZ;MWb5^InAt|
zU}%|WrV!#@`Sz?7^YqyGH!LSIdWy>U?cc8BVI&sktC!_uwGK=C2Kw^&?ppf$=9m>0
zbA$Bu05p`*@Yy{&8M5i$3Dhv=skhCSYOnnp6reU{DM?Kzv`Y6M4Xsh6&cKj48qp#h
zmV6CEu}%;)RSndj>+mGsGvycyb&g{{hh;*)8sThDdyh}j@s1TsH0hSilxxao$y2Gx
zE$Omw-BfU627k(+m#~Uem{fiZeeT{pe_ONaG&M)_QrqckMP!@7{50}<vtO!lbCOyt
zi|8V-6wtGcU0O_89l_)ACrq+T`-tmO66rD1Up1>-qgaR<(D)1BKn<a?gezzQ>d<QD
z@rG+N3>+FW52tGL@$4G5+)t5OtIT)HR4hkn<b%t35B+AeH(JizB&GQ7N>&<&9K`5q
zsY?$vE|>ZVRjr2TB+$FxRi2huz70PZD-V)z)&*Xidg;|6QFm|n&A?j~I$mM>6Y~@;
zvNbltO^w(54cAg)a>G4#Oo8p(W?B~jEFM--_CArPK1mBBQl{*^<T9&TJCp*?{j+10
z4tZQ@Ivy^=U`J<uSn(&HpakcwX2`dk>Pn5~?W$X<(>V?RT52Bf5W5+OYcElI*39o?
zdrj4SZooR(6z`1%dPyYkPFEHBI@9*!#cf5YHLM?Ut-#|K-r1HsYj0a#FZq-!LY3h4
znfgp?6US8*fmHup!)ZX^QruOE-SncPt>)|pJ2F)Tyl=i?<!|Nhj~<XAIV^wA;(nT8
zuDRdaer-BQvy}nbQY4Wr?*KYwZf$Qk1Sw9Zj`&T>8$!w6Rc<jx2CLbL9S3lE{1>Qj
zvGEDyVN0xs4dY^?@5%RAhM&(!0eHq}EYk&k4IGGT*efB8GQ_UChdu^di-ZqUXGC#Q
z_;e1uV@z@XH8*5_pszKJ^v=Uma(wc1tq<x>!?lD2v7rQGe!sVr8$j9^GKDvTIVaBg
z|5W^*OSeijM?**FMJhBZ+lXazDx^+Ua>h)%n98neg4Rlqe1ixTri%GI^`hx)xd$;2
zobqdD-VHq$1<4^xu^JxiaNN1&_`GpJpu5mhJBs%gUQa7-4n-fyWA!Yy19x|%MJW7Q
zTst=eSuGlbDsMnewR;7aPwQR3(!_mU?+B6=&fL8Wlinll-D{ZMh>N$7wDgg)M(Wz>
zrgen>#2P*38P^glEd)c=(8&6su{=b6aRw@Xez^QvGYqV|b8wvUl=B~=x^sv`^!Hh7
zGK~Q2fgRHlz4JfSkmU8*^o``dSkIh=?_0%_*2RH_jEuy=f7FefDNYMCigM>#B}1#L
zFdZv26*Y$;>H^qgzM+Pi0t4DYC^Aj9HW|5i41@WIM2lr3IP2g!U(P6q_$P`~Te(}U
zHR;krc?C(HfH`lk4Kt7#Vq51BmAFZ!FO6o~9j_r3l>)N<@gd80N=Yz6t4Z#e-^)$y
z-pF14w&~lHk@1%&1u2A`iY{L!_(!f5`6ZulM8q`BVbd?~j@8M1I@d@vOAkNTBn*?6
zm>aPt8b}Czx7~=W^eAa=3ytP)UcfQ3o3L&+k+iz~V2&ov35dG-8)v{$rgV@RCdUOX
z4G;>i+N6{kMmC)hpL<c7CP@Idbc_K^_LdWvn*9P^T8Av_hJRE|LSGMRA@Sj==5K!5
zVSTcqHBXb<W>uNEu#e++!@grYCoE4w#wYqu`m_0@z%K5WrQ=sVLxd)*&X_ytk}_?n
zq^CMYn}Z*7|DjyQBA?JguaVch(Txj7|0^=_u+dw&_JXBl2lERy`7}EDQA1V?lJ=Ti
zW+t1hCZ9nE|Md3nx|RrV*KW<Ao^`1HZ6%S8Q|?S?JDHa%fl{zzi1NUGcdO*G$wYK&
zj^UH7mY-JVy_x)>t3k%z`@xTu&-m)Q1sxh?KGk5>USo@!3ZXT+J{-gYLlh=m`Ky_n
zdqru_3#&5jOi47dacI%lc!7Vd@CNb^lM&m+yTOx@_@x@6#B+)`xJ^)W#NLBD5vXo4
zlXbqN;T9)(0t|tssO-Oyf@dF)o`{UhzWgtEc89Q2>i_2D#lDm{AVCVuov@S=B_*W?
zJQsYs<$$1gr9m4|K`|Hf=rsU9Rqkb6ZL2Rl#`b1VGW(I=JaWrgdCG)CSgB}RWq3ik
zb4qflR!y;<8^P&YBKygRgrxwCo_Q#Yg~14BvY*50YB?d;b#my1hACPv|KK>rjYMn3
zPgHk5a0KRFZwTIhPl+Vc^V^?GJ#SCH-C5zQ5T#56&EFeH-jA_REXjrxwQ^@}LCwDQ
zf{>5mpcdpn#W4Q=!ciSFIOS^aE64x3kf&-hrL?5dJDe~#7I5(&?m#fitvp(PGeTeL
zNWE8>k6B{+Aut92qOzkX+2c;(QXPz*WhozY<9v^?vDUCg9%S^Kn)Q&tg1^6f@B+=-
zZ<wSdSbn$e*W!44Q0c3I(kmY&!nWh3biLxYZJ}zbmYfRxL_DA(!3Xn$XM1HLLXt{K
z6Ms2Pa2_!=1epw~fleZyysfPh(Eel_i_j%5di|R30>nboK9aR5ztsFur@D<!2q4UI
zY!#z{7*S(>Qn{ViL!g1sLmMNG4>$pHg)7m0j#mE&BFR&PZB)}>QP8`&kd+;CBIAS|
zJs9i<_?ZfXgvl?AR#I&mr+Y8as={~8@ff4i*`KXYuIctH+yENr-W`8o2Mh{z|G*Ii
ze?h9SY87b~%(o-woe~OINI5+Vy7KCoAp~tF)QecD%#Sum`(R^8$h5`>8uVeSfhI?7
zy40^2IL@NpcT(u<+pxsnf6koc9ryw5)y&)<%%NN3wi|9JY2s6&1C%ipE{H%U^Vo8o
z#v2tL?Txf1fd(jEUSS4*u0>CL=&ZW~3s#ai$s2M(>!7i4-JmVYoufB4k0}0bcWqep
zLpWBK9f(WKBlkTlH+9;zv2tkUaW;nY7VmF+cE$Eu#w?=6uEs1SSj3Vyu~RsZC=s}h
zS%DD+f7%bI6XJPh;DHH-{7=~CW%EBhMV;wAtr*Rx&h|*AZMdAlsC52Q&se#S_^-(=
zXfmK~-+Fe#ng4@@38(4o>b3Ysgj?h-JW4p};fO*pc{F%ZxVR;sL6^Am6`_@}9H1Dp
z`DeQw^MgBz$V@Vw9RXz+k>$=1@`Ql+w0%PEM!8R|)6-nebCA|x-z7T=wL1ehFL-9K
zVl#!!f3f{_H~p21BHzP&|E#hNz;r-Se!o;@s^k0}jZu7{yNY0K0kbYxKOvczxhOt~
z474yU0S~D4aiMeJZJ~{DP(a_<+5#9mT~r7qM%j1;WJ7N(ha!Z~HWEWO0ER}sLZ!@;
zAAs%T`OWc(zrDiX`T7B;hHrQFXB{VrFE}6W${1VwdT1T*rr^S}hb?V;sYYE!l4&{A
zIqFYZIlfAHXd*zZK8+a68+>HVe4=Eat`m+2%mw820V<KE_fL;v2%4MsBGkzpn+NqP
z#zot*pcJg=?Vz8k2JgN@(!Q%sK`tE&<Kn<7iF~@A^tsC4GrAst|A(bMu;(3DwZMTl
z36D(NFZ!N{%3|chu)qZ^h7X%^VW!j~-~T3jrUBELsir+dL8m_j+T=ndpf2SNMJH>6
zBkM*M6V|@sJOLlVAAhry-9@Rd7Lj@Hj|iQ7q1r~W&^#Ot$zr5cQEi#M3QIfpip(c|
z6H%ISQci~^Oej_=Gde1yqi>_ps!9F>3ye6#$*Fh}3n#|$Gf)A;GRcPHYh60rhAbK~
z?)-A}&LLs`+kSx3A2;nOE&m#n|8i~2n)51l;*GMXg<G~#YuIjix~^N=Hm~OclbbOE
z11<D+M{~qi0$1JKnpZgKHv<H9@jLEJhqee*lRp`ty)5-|67BM*&dGCKee}0Orr8WP
zUj$DrW>YCB!oQe-{eqDhN`U7MhajAfJDv}EXFy4@H+3p9V()3bumbxCJ+5ezAK)JS
zGBwU<t?5ctQbRxS9f$ZSL)4x(`F}yhm%j{u6S5~8s36zqv)B`Q3NYN)u>XB!ma(Q>
z8I$HX)InM<Rs+!s&zTET1AfbVDBLzAr5ALccA4(lozx&0c9gDYF%1cUa0(of4?rX4
zYQaIy3bX^FC+4MYr0*u8i1`DwW4ih0Z@Az%ZI_@9#QEKZ*|$;s!<{Nh!cWyPip2E=
z^g7q*;LPSCp;a4a5EAG*>8bLX6xf--?A+CHyxEq;io&@jPZ`s-AWF-!NaVMYPbY}A
zJV0{#mnvM#Muv?S0q{Y$=c8_X9uzeY_8La$pvL5gn#1gl6`uESi5e7b1-@6DxD68!
z`E4Z-a{*nnZeoOcN^wN2$|OB?JBhno7x^G+dmoE=j8L~5Uq4e=?C7BLI&R>JEIY+Q
zJIf$7;9zJf<5(VO$6cRHu|6RWcNbIB`HA~-HT9cF4QC09D`CEBjn)gE4e(&K{rT>H
zoZ<fqU<9GHx=nHe41|q3QIC>@)bF78kD=2AbOU2;CEq5I(%#k0GwxwBB&<+x)5i;u
zP7I#>qp$^Gn=i_rSA_G@C6l@Dl#EMJ6{Rk?Eli6?Ry6j8ivR5Ua1EW-!|A*v7{Os>
zgyu=&Th{76pyjU8C-+|HkM0|ep1mDprAM3lO<t#ow^3!eV4w1SU3!o6@-e|pwm0ED
zdmYv%ZN6eRu0}R8A6?AK`yvldt-HK!McI>-p}=c&%y%wNkdw1_{vSI{J&a{+YelR2
z!e>N|Zx>Lxt$9P$<AR~%0(LTK{6&5l>-W{hShN5n^BoQhCS4lseuL%Xb31}<uvyyE
z5v1A0Nsv%kM6ac?MC4X&;8W8x?%}Cu=QpI!l``37n_*F3gW2c+Dg14NACPyk&1KW{
zW*&Q`ss#|XCcl6}`N1Oga1`R>zn(iOIga`Qd{?@ZK8?q;&6$di3g*qy+*7K>*!}JL
z!4x%hvBd8iS<-UO+1%$pVKFQ}m<BX*F9LCA1Gmj%%>!?ZO*(#OSfj+6M;a(pC6#;6
zhw!)|4ELB&Zsitjwv4pRo2qA`6MdmJOvI|>wnfO7HRZ%g0|AN*ofvRE_;I=UeL-U>
zP04ail<xSDv}ZJ16xngd0+@d9!ZH#>{405`*zITclmkfq7eFLu>0sW!{oVm&d7q|f
z<Tv_et-d;IG}O9u)wd&I7SMTXDtS72w)SCu`c6vfk%1=Ejq}CVZ#``xy<r%~NNV=G
z{UQSfw{u5m{7Oq*Q~!}==2&=DEhKuO)GEaC=Ne$8&ATMfSH4!XVJ&=N`@dJ{k^sOq
z2g^+})KMNJ$wQve(Jo-BRG)wA%6smV%gO@lxM)-8X9j=qUlOTUKGSMitrMwDz9?Hn
zR=;DU)uXM^yz0B(rL^qEjpZC3gg%s>#YF~@X`6&FuVYkryO#))5z-PG&tbAEGKh$K
zzF?0#D(4g7?jb?E4fENETtem#k<IB-vk7z^FEaT`QYU0A3qZ`iDLkgGKpU2=*jg#m
z`L-_iNZ2r;m?u?}G^bKNq?`RD&O9*stFh3$w$uNnlFZc_{xuvJ;;AQI#V-^V<xj0x
zk4`{&xJDyIk@T-O?Vn?u3^iV1NpG&WL+^Rt5sf5qU;A@pw!S|akTe(K#MDN`cou$X
zFSJ{g7P39Vn-R_D@S#8a)fUaYjla1!Ro@O1M6bd)52xNBXT#Q!>8@7pO=RtZd8_-A
z5=Q&8jONr=Zn{r-Q>`Z@jprSD^w*c)^(7Wpy~?ioW?5y*?#a+G8n58dhY-Qd(z~h1
zGyA(X9i70eAj~sIk?1473Uic%6f)l(hMHPo3m&rY{gNXdk`6?XM)2j`n#~EKda~Q|
zk;CL>xr7}GNbqJ+U|Mih%)nC~H0#Ej{BMCvs<!jJb*F919nmDOs7Lo*FkqSaK)*9&
zBBc!T;o%1YcJzGUvZyp`%8kN(iMnHIkZ)f6<=)my5R`hGm}Bcp?3J+a?Vx=#wbnV}
zxdHkTN1AewM_cA^ZMwP2{>H{=^T+@RUoc679d66{C)^_}^8=53la@1+1&Au+->Eet
zu?n@Zhi`_W6{}Tuua9S~g#HZR$7Cfu4m*J}R-0~cqp&3nnjW2{S*q)&_<M~Bq(JOd
zlK;hb_j*gi`IC-)bF?*%v`<Bwnv%Jb=kEB8y0N`$AsdbpC+@pm=O0buZSENaxC2xb
z$p7(R<C?#SxWC<PjVBd8n-~O(SZbHPlcTZ7Ri%3ANahTNnp2e2n=(5`xQh~rTZ_b3
zG)iXlx@TgPXDNO6v>y7+CCDzAOH9T(%qXZChg91`yy%|#kEG^3%yw>DwC65oukpvh
zN#Nz=nzsmGXAgu;gtdrjRfjRIPmtO+C~7vJwJR-~a&XSFN<{9@AmE&H9``WmlHWRD
ze}kiUPWF(lwEUZZ0hqajV8fT-mp60Hn*^N}=e0FEP_(IMRsK`Y=h?q|IC73NSbdkE
zGJaFq%$NN6^zc-9*OFc;3%g{3a2S3!H~I<+M8On?2azC!lgjcs^MnoGsLaRkC~$E%
z2()^(PD1}>JXq9ROzCgsH}$gFJsi#DZ)plsRAbmG*3t;S1z1+*OT_817aUn=5VSVh
z2^~wLvL=S#MGAmpkEe!!|59Emd^|mK$Vza|hQ$0Q5jBqF?6FmceG=q%1u$r|1Ho72
zlQ`y)qgWM?@bIOvQ+`zVc}?JLx&GA9lZ5c<<)Q4?kHSzQC(mFuM|!IKa|5rlgT|HN
z@Yze6m6-Mk6n{^aiEpGoPy4Z5j@44dgK%*D{_PO+ljm@TwE}Nmr3;ENilG~b3B|y4
z97Q~b_5%dvlqVt+xM4c!(6rsi?<}x}QZ9+x*3<Vd3{Uzd>Ui=TX{H;O_Dv*L@T%TA
z6-pfX3&6O=!uo(%BWi5QV<;nBhR?0Inw53<Q#}W_)=?#}g!=~mmM&&^ep9m;M^Ojg
zk$zW#{gtvT!|Lp7sv9LIFP9gTN@A%xDUSVtee`mq*Y#OMxH=?&z5VN64<Q{4F(qG`
zZm2*o^hwvxSMS-^R=H`<`%4%g0PywFy8kqs{+kuQWtT+`zwTNsqBO({>eg(?Dwh2B
zYCpb^H{gH#-of43zPkXPZA~_33(@L|EA01+sL&42)0)zlfP^E6h8H3U@2b2sDB&so
zNaWgp^?SUcb2?bl=7|decVFeycL@60xZNjLF0pX`IIzujoS#SL*3P%7#kQ}!u^Sf1
ze1FyjmD_FK9Bhm@vW1F1VsZ(Pc{vvt(#91MNF3f{y?fSSeW?EBr8fC)f2T7%Y<BwQ
z9vLFe-7*`!ZXQ|%>Rmi7X?&PzuX9D$Nmy5%B4Pli&iWhY!XMbkuMN^#f~tB3OTfI<
zv!af(S)qO#&lq|FM@vS<BMZS>rBK{v^(&s{fokinhDLr<7rlN{_A>-f%bL#W=dM<M
zXv^SAw?~Nphnh5j=*gb1V=N@jkE8Z)pv(W}K4x<if<rH!la>cnwW639<UCP=OlV1j
z5!3;As{kA9Q%+KT0aD}wzuSf7VRIXiF+u<PJN3|+6$6HY&lrSJ=dgtovd=ZL9y=B{
zc8uSj`qzH;+N56z^jGWpPNludlN^@L3YIk@E>NV9se>PT-Q&n=CbA%VgNLqYijBKE
z?u5FgRra6aa3uUXba7lO0x4BU)CTx~_XWQht;1aWev%Yzhoe6VK_25BiDZD-tp1X^
zhv{{9wBwh|z%4_RW@Z9{P2>6YTU!jojNkaOmEnuG*H8k`W$t?C`x4MH&^nHXeU*&Z
z^3n@TLb0?FEqBq!;~f%${ekEL8z=3^^43S|v;-Dz1M8xCLaZY_V{t7IC2Wv%61tzF
z{++HBS!X@PA?b0i3XfH!!cpS{_odD6N{y|lyPKUJ_rXP&JQh5!R2;lD%0s082;uud
zpK+4bu7)o+I(Rfv@a6ob{(E&qzL&BR^K<$G$lV3Nv+n@^xPZ=8UXDqFsqI2lKEJgn
z(e30$*Nsd$(UQ2S(d~q>>6Ed7mP>$RMgONm?X>uiWbU>nsl~kDH^!l1<-q#1^lpq4
zP()^PL~1*xqh<C@tsk66LufTx$8Snn#TUFhKY-8q%Tu6>Hg7=V|IL|+FAZNJEbJ4l
z7%6)q*?5-@b}4??nq=~U<Z@x;I021H;>-HEB%~XcDB+!jD5)H&`jB<;mW0e#6ap#n
zCrO}z3~uu5OAnq*&oA{cRRXV_nbGPlzA7!u;%5;N{)_~y15XOe7Qxsdc!;WHBtbuP
z$G|F9nb!|!=EdQ@0a3NJkNN?VkjU1Z%)XzT3WVnux$Fm+_*iUG?nP+@$o2}M0goH$
z^lVd*+WsK|K|Fh-`*kqdad(O)Q-s?#S@{Ol&4sG5vx;TEwyzyu+bFzb2e5$U;`Cyt
zCpFI2OhI5A1=A)UpX{R{&%zj-jfoNA9$T+qtw4!R2a{iWT|r3f#8$rB<1LQx?Qmb<
zlH1Pn>Ff*b!i{X_WrRK4(I9keJxc(tzC63Cz4A{Lq3~>>S0qr)f!;2{n;Ls==fz+X
z2RUxpWhJ#vKZ&Cj<|}PQc-5<7(=hr5a!D|Iu;UKflf880u=Y3os7P?h+zEyQRAYr{
zi|EIESQv?a)ZiZv(GI?H#@58qh7n4H6^QnWc?#&eX6ONuJOF>Nn<tajx8DtVvQJGq
zx*Rl9nDU;REG&KcAB8O(NWcvcCbWF{ryaWCsIX)PD#BE8asB~)#iSy;e0GA>J!{ZF
z;++5gM_Lj=zsT6;!#mnK9A@bon+GkoD0s&S&4($x!7V)42;QsrIQi?7SnoM*Ljc7j
zIkCJC-+NrvT1K@``JP!zL}JkEZ~<@>K4sa_NbRnLP3qJYHG<X8O|WW>agQ-DEPe7+
z1X07O@gu;R-^}9}Nld+grnV<(^%xOuA_S}FklMuI#G(rBB55e@sUZ}3Jc4~SvHMtl
zkJDe-s>d6dO1s;?-bOu@Ic*5~o~&Qyc;OgzZu^cqy$u0C>mC#-@%gKN_6=XAW-b2g
zF$igeWqVnej<fbdotQk@$eUN#`Z;M98rcI@BwE}k_+$o3Q8?RiruBf8SENGEog(#}
z{2Q;60M-#sperRk`%2A4RbLkDz;U5eFo_%*R?#wKt}+9j3qBL3wzM&WMuhx~DYkxU
z{h4vtFFA9EBW2hkN&>x^4F>D6@f@@$Ey6xLdkvU!WdI9OH%R6Nk5XrlK<G6$%^`t5
z!~}5(9!+fvL?$F|O<-hOzj0zNhf3!37&#F8V{W!leTkZ_Eam20D>F&0;2a4g8nU-+
z;D}}-=>ASUC-;W6RtYwa3b5=Hu3FF1F`N3zJB#}mmki8n$V)Gw2RK31hyQxXu*!ac
ze$g^|-|#pmAFU~d@?Bt>B>R=<CBwHQ3Hml*uy#K)Na*c9f+JI7TAZ6ywz*(U`Bft(
z?U~M`C8J;>yO17ynrcolvra;+NPHTn@-5MTssmeE&#z82=RLCd0p7DYm;Zm|`196H
zAR@=+AnZ+WX7)Q7CrZ&3JxdG@!Kg$yxoqzK2U|Ie&Pulmiy-;Bz;eM_wz9te!-_^y
z*0+koa3@D^aeFeimy%Ma_`PRWx>KU=5b1S(QJ~z*rS}!?kVXJscH@OAV(XvrbpxIf
zugc)7k1d!dzT0WNdbZ?;gQD;k6&wNm6g~TD@ZLy@Ui_m``|<Oiz6s*=KZ^uxcq=%b
z+I;%$N0${lO}vU`8z74L;K<%i5&Hk=&VS^S4TIgsz`R4b*`is{P0^SrL-hbNo&CKZ
z+996Hq@vBkOs+G3TJt+iyG1|Ut)F#}W$0oG=6Nh~wROrfTVA)$W9mF7p1mGwe?$_7
zM@M;xoZ=_=X-NrI8Kd?I!I^C{J=iQ5SFWOv(IixhDL;O+N{c21^sAs2f!9pc%h)|6
zvmSokMX8gx7VUh3oH&>q#~E5k*VP-R#>HQ#e20~%`P<+~*n&|@Az5+~lApTHB7**1
zCVLK(j5vnHxS+hoFkO63F+el8#9zh68#Nka{vm(#O)LEUAEPD50Vi&47(_)HR!{X~
zE=a&}sX&wSbAzNU(FT#!;Vls->(?bBzMmA7;9R`l>A@1q1k`3Kp`Xl+OF{yg<f}j2
zV%BFoRn;t$XKtN9-@&LGd9?LI2}&1|mUc&^a`$20oH@B!w>-O;3i|$(F{_9(hqLDo
zH%a%X3&{;+Dze+NqWGz4k_G)@kG|?aGJ!+m;i|3R9f%!3n?j`JY^fwGKFcjvoknA7
zE61~pmfz{>%BPQOU+JXLOP`LUVe<0p#vz$Tn!U>CiU5Np8c6b!p0`K%Im7iW`H+Z5
z>ub7F#5(1m@#(SdpA%O*;*f`%G!cKP5-kjGpsC5@h3dER7hLRJY}+c$WP5~bo=87&
zIYC?x&rnpdlBchgCTyKg1-WSjYO0#95m9TUWZovjLIv*|-JX;YA%#JR=8;?qZoxk!
z<58NI9dn_Z+wxx_(ySbX8Ald(bOX@GuAXw*C~N<5WykpK&B{M%8Oz&>)6(mvp51WS
zXJF0S2u%dpRd=g2iRf}GVxTFCp%Eyda(ra?4w)=IWL?8_Ti9fZLk-+SYEp65K-|xN
zG@>jjH14Z!MWMC6AV*`q{WVTNt?c`>%^CLB->r?R?ir$q27_J2#`#ueoxxCf!(TEF
z+aK8y3kvU~e`Vfc;>pXQ(=V)0$}{_pRuAT?fL9ChNi|M_>_kR;1{Agik%&f4uS^yM
zw-m^R4gRQ)G{p7Mz2n|+GG!B8<fk37YW*?k$@n<T;c(eweXW4;v9Mwzk1@9ajrxQG
z;Euj~0Ig829DDCflYbURQ~=Y^Ge{!jk!H|}41rC!MFEB?F8VrA82E$N2q)Jw?xtGW
z9^eX}73Bc}ySoU^;N3SgK#XGq+0o>Z^u&xx=g|o?F|NBCpP-wRth@SZ0rN=`V5zh2
zKP&Kq;_77QWv0QEp`~?MYmJx1MkFbUWjn(*jgsW&g>!j;YUIL^x9fMT1acG&C-nvC
z!#G|pVSIs(;px)|STe`9c?gaOZO#I~U*NMiBfqp%yhXF%-QqF=q{5-rL3#n3e}CAO
z#5NSEWHMdfBAkUodhh(N@RB$SM11yc(5dim!A6n2kUsb8E9P#e1zFPAvKjB4`Ke7D
zWR<ineHH&UUuvoQt|6A=DSs(0uG>^UIB*fOW70gbMzM$Sy~p{?-DDikpybo)f1{S4
ztVAW;c@p7IKB|sL=yOBp_83w!iEEDo)m`mRZxy<DEjjAFUT2<LOw=tEDb%m6RAQcV
zsKeyd>CH-6zZT0a7*UAGFOWqHN<Q2z`X&oLLzbj0Ro*v2;+KqLYMY5^1beY9|300N
zV$@h6$J&;|Y`Nw6%aS$#;qYz?o3`N+(V4=#Y9N18c*C*j;_L{_%V10tq^tuv>NwS%
zVow03^01-OO|x<AR~7l}Abh(SWW!-R`AcV4f~S%~2D*IT;6<oMFRRC&&(GH<bj*@-
z^8irT{)Xr_E2J0?IJv&is%XenuoNT=Y^}S%s(Vhr{Wu9L|I|IP1oh|TUM2%}#U=ll
z6!SDDz4>*wriZF@72Ks|Bxnd<oZ3ArOTNXhT6pp<=dgEJ8Jzd;Ad1MaMleMDE-Vzu
zRO5V>qmsNJ=I~pVCO-Jb2k}|bpnk?cfT6d%ks|qr&IQ0%I*Qmv1ey*X^xHDa6ICg}
z-!3PxrwTu^9dOSG3W@1Q&1{WAUC*l;&%c6Xek}DOO9i%Zm(GzJ9EbQBM^CN<k8Q{>
zFUgOu#ZKv~1mm>N2nf>t2vk4{d8omAOyYf+(_3;fV1O}e_RLb;fk-)$UpAVgNj8T5
ze}~x#bfWp290P`L4BW6CwE0$|l~WF=iE!~WGq)lQ7#5%k<*@oymx<%1o)Hdp#(V4f
znaZ+DdjU}svgC{O4E+TjrUPnY)eh?%R19<CKVrw(j=r)2Qxmo~IU!45I7nQNY}sEA
z>uwM0LJFG=j7d>Bz=qS+vzzEUn0+&Ip4#@EG=-<JQ5fbFRg`wS_8ey-WxNu@P;$}x
zTzUvu2X+SD`B^RTLB-aH-^#nEfwSmqk?+|Y^n0Oqjcb!M<7Pjah&)lH#$6TjcXT+M
zoaW19nedO@yq{YUbna)(DS%dYhZXgrZZ78}r8DpIx-If~`)aoJ%~dZ>Q$(R{ux3c7
z&&TKu$L`zNbSB3h?YdP#@Y`}+U4nTW+U7MZHLvx<PeQ9Wl@)en&;Lk;+JC3h>94jz
zu7`8dzZXcq-R}Yw4EhAY-)C((rz;r*uuWBEvzAcGQoS%TXAqZZANU|}tp*1G*CfYt
z=d(e@Y2I!vrSt6%hVTn`{fLSNULo})fm!U1U2P(M1+Yv^2mK4W7<qU1WLwKW6pfwW
zimSg1q?Ant=9D|%mBcemGrH_k@@|wmD^8wf7sZ`A3PW**mE{eiWAzMuZZnooy8j~U
zn=P3tM&~E4ztD$84^AC-KlRJOME{VG1P-(!zSR<X*Nlk#SG1MY%gXz;y5Y0eZEvbe
zT=Yj9;cw&(oH)1*D#w{3rpa}Q_+L!dlcMeBY*|x{=06uotkdJo|GKBum#I#4K^ev&
zbC+-piuza^Afw%(*jr5LSTM?rp+p}BRhEOPgPlz5NJp?2#<jrF@$3;>)-q-AJ<C>3
zXKQ~f1_?LvIc8ICk($sfzI$&B+E|jriSsVt>4dz`MYGOhue3pg;>GXu&F6ait;6N1
zkN=oFBhtNYy>>HbNpB^DpxJ1$0j!Zco5YqukIPtuYHr3_OCWgo$pG-v;4I8Ha(X52
zJbPnayKjwgO9L7r>G=>Iu$g>uRH{JVwU#b&*LUc(@43Dz@8IspyxwpwF`ct;g!<%h
z=cX;cP3A(ZSCN%q<~eO%)e6(|Ib`DyukwWQ7fc<fs3t_NzD9=`HhX8&?W=x`9O~cq
zjFVFRYqgqK&(^2S^RYpcS`eNl#UA;|Ag_3#kMti>lWtFcsmX1urwOdAoLeL3xU!hf
z^NtFA344%txA}!j6Il*Z0p(|$eC6FNiU(DkdcQplFHqL<RHDa0alQ1?zJtm#^0U<K
zt<g8cj|=PfC6}-|B`>WlJE!v9+4kV9dyhBiJUDN8zWh7x+)O`M^bcYkJp}u>;4!H4
zO=x)TKgiK7c=;RecR`kjM+f?3veI?23YmefFGQ)89|}H-h@hg(s#eb6*k&oNQtrqc
za`beT8v|2jr)*OTY(<jj%>EyyzB(-Gu3KA0Kt)6aM5W<D1f-;MP*ji<knWZox*0^I
zTRI1%TN;F+yM~6LJBNm0m|(u)Jl}iXbM5Qmulcd>z1EJk_P*CztAe(tG$xXDZrsH~
zcV-+SqLg0M5dG#j;7Qnu|CEO3%G_q?D<h}Y4=IyWm8{u_Y-Q!&ZvQCGtBWn=ge1Hc
zaiPDAUXP2^)2t9TKZ8u2ZuU;wNqP>t`f3hvz0W8KaUlAkO(YS~A8JZ6K~Y@8sEEm8
zcap2h*<Z+Nk6ze`0U!R|`i@J}=qIYed5By2Yxa28vF$%Q3QrXQock?3yaEfQN(+72
zqp1`qkL5LJJ#6J&7VzBdM;GBUT$E<4ySm-eH{K&vJz27}oo=MZbx4}kP3ecgmfd{d
zNI{_cXIZ?%Kx-J*KYXlQPS9+-#^LIuofbpRyuSD)yxd=P*sN+jy3+fSJazFn@~|t>
zG#7EpwoL5rP{gQ9m~w^pX<1LJTEhF;_B|I<X2cE_{`hdnz>l%|!Iwu5h{#dPE)E~q
z%<q3@nN(%{Qv3q!#TP>huKCSsVYSpqzi)s2;H3*`z2APnNE^#!(Ue^6Udl*^vH|=o
zX$^qFJF~bhds_@8o}JyKu_D0I6jniT@tLi^Ba=Bxve!zGS@Y;0^@B+&SfyKB-=i~l
zz%R41u=7$StAt-!6y{Mx-x=AJ?md*Tp%@((7jVn-`6ut}PL&67@g$AfK~%X5oRhcn
z>yPK*c(*7x>v{fC2<c&b`QuvEbJp={m+S|*>r{j_%3&}-O#`mTY6vi7QmT2_gv0(w
z-vq~z9Kaw3KFt+j?&ezL7w9kJeVrS@a}BJ0BM%c}d}T9&g?)oj)Dq*r+?T^0L&M!%
zM4XX|XS4MgVOiSt<(9j)(WkAtEJv7biEq;YHxSU*65D}ltL?KT(W}*$iB)qO&qU5*
zuRhcD(eTM#YXQYYK2~tqBwI$eHdxi7i(qy4O;bHaB`uEw9m_BW3W`n#<nJ9O^5$<%
z0%qUa|I&M0{$zPPtitA}a%_e}M7X%Dy=(8J@Y;%G?i`((u|F4|B?B|%cu~{IyHqKz
zZ^RcKO3-&2^~4^K`?8L5FE(%mOuOHe*t(qOf4nQQcnS;c=it3RI9UFs_@4e<hl*CL
zjZO25;(tPd`cyd##U({9dKEn%;bH^u)IDOcmj6%PYuo>fxE-nR3Hq23B9mv%DXeJm
z-BqWopP|R%ZrIJm9KNbO<Hs_4qp(A^PPgJIIf2txwV(y+2)&Beu=-lL+1UcR&jDO-
z9`V+<&gld1>zLdr&kA`@?i0z9V;*LU(Rw($Dre=?G39m4wiz_t1gMGR;3v4cm)Sp@
z>50yi?ZZ2){5`m;i-ApL(BHGIp?P47^l;@9)9BByuV22~33+90cH9CY@_7o=Zh!wv
zS-N{Q_iIIuDl{#Y_>Gchg`^K?bx9Yf?Z3N6;7jTo-*Gf=!8PXr>a0M!afu~2>@<~j
zgN0CKT^niS#ijk~g1Jue)<tZa?SgVk7CIwADl*SQrjzOy0!Ll7`!CG7f)^#-?oDj3
zvVL28$G)_#WJ#@b9IUZ2HuFzXm<<a?Hu4`IDKA})7G4$@BenAWu@pYS-{t^SQhJW?
zaYYON6b~6Hxc>63GVTd-Hr!}w;1D+WE;Gidq;}5ItJj9YhgZ^BuF8~Lb8-<$S$sfL
zCG?^6P{EbiJ-0c+O8~E#K+<Judi)(h=*?OZJO3QF9(WI`(&$0rmh+<0DL88wo-IiU
zEI5i}jX?D53+yOG-s5^$>_|YMHlrou?wz3#I2~d#iAl2tMd;iSW&Op*cI!&(ens$-
zJMr%eJTHVQ#i-<s)S>HMvOdt}u;-g2)3nIbG+#;+c7=B3t1YO=taQTF_T$z|yNpRj
zz>FktFpSyVa^x}<eUYgQVheTZ$rVu{5f_$dVM34=y_PFbq<P8Gl<x64j3jYvB((3g
zc(c3B!IOept!=ujN`aXeJ43t?(jUWve`i5PIqwRG;7MZy3#~kn2*W?3PCd=@e%?)!
zyTmSk?`IE$eKmep#$y_P)Uj#bZfW-+h!ZGwAw3a$Bo~lGFS)w5Z|Z)WdzQM$x;?)H
z8Wco3qSI|QS-s^C<DYu`+V-JR`#8X}Dx9TW^nCQP@YjdE4R<0lW3^xUKLG=~Vp2bn
zA=4+kFdK>28H{(lNckrf8~b!3zjA$h_SD`XM#dAnP4RoXsN;P^#l{8iAnk5r+Cy5G
z(dT65_d;Nfmzv*q=Y?VW_Sk7BAXPTooGgMZ2@7x@{Ugm)OY-(#9xQ$_xkdhB>sfy0
z@)z&a_Kg%S2XfArcRp7=af^we?-C_laVJwDi*)dzlN)!Lvm}BC9egb5vFiH#(m3MN
z^gTvQJfXHnp6W>cWl;8@T?~s@Z~u~}b=VsL=1H9i-2>K(9_pJ*Mtl?<K8RvcN2)}n
zB)`QDUvG*v#)^&sDd-+UPg4rMcj<{}w9(8IzPbcIs}QXo{pb8V+xN2m4an$J&8C6&
z`EP%`gDv%2iISs7|NTc{ghB1$fTW(@mZ8pJq^)H0^$y_<XxZa*fDGN4#cUrW4|@}x
z8VY<Ai*72X1gCX(L9bVk>4bD=et#j}y1o%2?B>MmuGFvVM+X#QUZkZx6{PgQ#2_!c
zFP{yORcZm|nJ^Oj$J%b8!1>%g{cRe?`#f{ck2C~28)px_<edRH5lvJny;Y5BV6!w+
zLy6iaQuag1aQKgF=9+TIC^eZyDN&VaF`S38u27YaeXUCFdWg|$rS|=7PjBY>I-cOM
z6OxP~>U7Y{p?H8k94B%6!TgZxGhj$bA*fgGb#2ai5|uux5jDqsQ4gAuIW*>IdW#6v
z+SzVhH9Rh;&>Fg~r~KR#jK6sQP3a-g&t+*A>IFHkE6Xtp78fu6R`N*V6CzkkjB?yy
zeEWCLkze2a@uKWv^c~K(WiKmYb8T2W2?)Y0jcMx)lS7GEN3X4^^bQPs-?vOYtUBp?
zt7ew+;vW#3q8pS+tYkQ43@%kzlkdK)Dr->ce|D}Bz5Tj8No7X=la$i6{$=I;h7>My
z@KM+g4N>Xq1<yuwtqAzTP_nk?H;4v}U{(}W=z4O5*sxH>(-s_j33Ejy2wZgGH#;jD
zMenlC&@{d6eYGbsQ*$YPc5%B&9!3MzA%HC}>J#Eg2?r&~tp#wglD<JdoYU|taE0wr
zN_qnb9by+asC>Z+>fW$tr9AldxAkD|BQ;K-RUc&O)>le)0IK%xWKvl+J<^fX&=QKD
zxxHU*zU-N>QP20`l*)%n*-(r|#irryE<vrh#TQEKn=1Lw1r6W0<$CFS;{4$Vo;oRO
zGA4HeCVo0grlVpCXk*bR>9+(E>*ko}<&Q6wJRhwSGZJZr_Ma0c7IvvaE)%8QZ~r_9
zN`?rzX&=JqIV!mDuddTT($$i=UvNj)`X0Yab5E21@_mlIe(5jJGj+&3_)8WoTD@=T
zrf?#NeU6^(yk=bTyj8CoxLjeLnHEL=S3_}hAgpG9>S3}CzcnL7PO9RUJnW7aLH>Xu
z*`-RADLZE<so)A!(lOIl9Do0Xubc{5O8nAfI3Rr;dY~`HBfG^01!TPuo4M~mPgede
z=n>MsZ71}|UC-Ow9+^Z>NtkS^!YF%QhFloreL?kGuig-i4Ct%3$hdO4vV5hv-BbX4
z6mo6r*Yjrnr#sErdF#FgX{wX+Wkf6%i`|sRIJxWh&$*V3Vti1y(ad6Zp4Me5SBtn@
zEC8uZmoi<q!#!!;1&vPKf(#sWR$M&$qeoh*agM9l3ZXIy^PO_=PuFkvk?6zb4V|aT
zZ-<TRKQmS<mE{lob3(L;Wb1#VihIA{_zC*Xq=dDlpH%ZGqQsf0j+i}{K`|?!i7oKw
zd55`Xm^Vv=Lf*zlMnTMHw!67L@*yxbs}fSkNe(X>zm$>;u3z*le}`Wf4?ckfKi^SR
zP~RZ|pehh|@Dx}Ht>+axEIR%(ad7Jw+GS5eE3;Q{9X4Zev~<i!d^ky7s&Uvh4|Y^q
z>G&HvXwR*ocfRPExH&^S$QVndx760BPD*a`;Kd-%ygh?h)xsS$^N-*D<kkCY4JX4c
zKUDF3qBTA?PkgFz27X=JSyap~dPj3N?c<zJExNOlG^mgEF<?D5vGnX|{Ys-DTn}Dz
zEQJ}E;BEC<)OKR1;YTz4Wh+FEBG6zz)jucO)3*3jYF8~UkLuE~lG{<f)qr*><1Zba
zz@u5xPLt*Ic;ckINs^}qZ@@3QcMz{?XuI7r?IA|7SDoASOUaJL?c28t^p(JiXL)Kn
zZ{l<<Nb2-5F0cH-Z<ebEy?*SXyn_bZ_2pV5zdlvZ=dS3)_OA>0+4rFPlZpghmM-lp
zk{76d*riaLgb_AOM9^{LllQzYA#Q=ijXHgw^!XmpM3&fusvnOQRmg$d?wMBC`xEMU
zI>8F&!`v>stMw^6u)W*$4otJ{t5^)=bnctC&#cqeN_quIQM~D%C)97gbyE5NP<;%P
ztE9!!b^0kyN8Sl$5_iH~QKC&%z1Gi5j<V8bsR2VL^r|&cTeGZ3P-Xkvwmm8nY^eLK
zl$Q=xRHGarwA*9qBYkg4z6P@V9e7}9DQ`pAfVVt)`tja1(pvXxC}H-H-UrSx%!#U4
zdfBrF*q5|{1!2X;e|wBTq}JfCZn$yr>5F;&!D;08i+Ma#_EMZA$&*!0G}<QlU9v}#
zTv|70aN=ltN2v`NWbRp9)d@x<>4>cBrIxs}`!G6M_4Xj9`b-`g{l_=hT!{aN&HMA)
zZo$mdmDH}j@`n{*10<4<dSVgmVc`Q$IVqRk5}%l*7fjc!xf++5F8Y$>r{MN2)SV4G
zT0M(#QhO&B$E@-0*>%5wpNRzcjQQZZLfK*BXA|L}c_)>wwm4ds2h-Y&?ZIR2>Eo^;
zvn|o1Ywv8u6l9kD8T9j36iIf-k9g08ZbcswT%h>HBOh2$vMy2XOgag+V(&=!p&N)Y
z@GpwD#bgH)e`54*ZvO>aShr&o?v=awopyk$U*To|Z~w~!^-#RYnqiPrcqAM{8w3kY
z5PRa8)~_!1?z=t3VYJKo1>~e4IM6r;a<cAel%d4>;^l{jk6d<YM)}CFwtm*@Q~STz
zvS_2meJRz}qwJ15>WPe~qq9ov99`Y`Wn0}PUWrvtrKkd<OKt(5IJ-dwL<&gRYn6c`
zItebKqXoz6k-{gDZ&OVvtgo&{pvwHiizUjrP$xG1KYVw#MoB#~*0mei8RF*M^?DJe
z8lJ{$2aYfDCqHpmhm$wDXc}U|&e|W5kab1GVFR$HykapDO*~%|McGXa9)B58nP0dk
zkccEgx1i_4-F#iId+7zeiFW<up@*j_QGuhs$<EwOiwI;H8Z?F+xU?M_I#4=;W$$Tf
zh9C`f<q3Nf!Wm(rI->r%r6)Sg)?a#Gj$iE5bU)B8RehP40EmLU`yn+V$^8!@k4izI
zL_tb}tRP#4f6K?+Q`7Y$0Hk>WaL2gm{UqxvmJ=1tyM-m}_it~loD1ELnT~btn*I7I
zG;e9u{)fFdqZQ#>`xhIlBwU!UE++-2qaTl(CC0**;>55}?0)mOEFvl7PLG=J#s3)O
z3^A$ybfgo`YZ#OWl#Ip0{*dIZ%cSkRvKhsD;nLbcO42l=UtD!CSy9CktHk`f?4IM_
z-&#sd@ni+6!iDAXsb!;p9ePf;X+49b*&kQUB{w{DDWfhPAkqXX+q+skUs>9<D6F2?
zvug)ujIH$VKX_)0XKJt~gk-79o7Y&gH7bnQQf7@e(mqjj3f$7}oQeJ|pQl4C;adA#
zMU{MBDBS49bp5$)uaKpVq{LS~Xtj0Ex9~;V=mC1A&Acrl@xs6Hv3?>V5<8%|6XZs~
zNm1{b31R_az3sKNLFL_RPrzV-J8sij$0o^;ELO<qDYiI?NSvDNEw&XpgN$21Py8h{
zA<@EOx^|9eko(5^tWS+X1^9<MTiU)s-SLOW-OcH^P+xcX6Qi9T3Q1=kAD`R!*nI|W
z-H$E#7EAQ;)1;r}gEneKNnO7L(2VmxB8!iFxJ62q7a+0hk)hAgSoX|-fSjI@B{}dU
z8<ClX$e?u6p?DkgGy3tU{6CoTlS^EVa#qUwo|0{o@?X>vyyhBR4{R72KPn7R7^(g2
zB4+XtY_fn(oWU8!2;>B4-IKoGqNRYPF=;T4FQPc4`wl*jI$X*?S6i>W{_lyE0GA`I
z*J<ZcdHkLNg4mPX4~_};s~Wk^1$c)jrIt`^TW@N225d?POv!0Se5d9zT8uwEEHuv}
zc<BqC0?#WYyv^79smVqdQ%QNIf{m1kNtiBVpT8C**2^KsGr^X&Oc=zf$D&j$hi_@8
z$?;hvkQSW$$=c3;p446>(N%oDF%5pTHJAN#`pE-vq;JvNXYX_FlvGirCwvh3ZanZ#
zSF+rnGDhAh>QjL4P&CL6Ob<luIA9A5HmUEd)uqeN`7oMx!s1;)m($1(6(^DU&Z16J
zV}JY(m6Nx5^U)8Ofnb_qKPsLB15$f?zhy&Yqh|ZIOc>5Fcc)tV3QRYIJvUk^Aa(*c
zH{mKxJM@xNurDNr2ba%Ek$bYkZ(E6Oq1wN7MgF+{#q}z(;)^xiW)1yfq=JFLJ^v}p
zZIyr@G>nIc$L_FV2ZK(yGc(QdlXrd6+9Q9Mj6b+uy4y`21+1*4z7>z>S8_`@&X0N0
z!AMkne9gb{f<cVbS)Xg_vd=#|Q-^b!q*HR=8SJf>quM7NIke=Q%<lam_M>4eVaw2u
zDYy8kl_2gqIJX<K=3&k=+msJ(_!nPED;AFl)3wCQMeT9wrbJadtK(=@?Mci8&YAVh
z5X1T3&>a7ncz8})wG#7lhQ(M-_)`lz{9hWPl$WK8k9*t-m+g_2s>A)p<wy859V6mU
z7HRp}ve;~VaA%R6cIkKOPkXH&x(!y&4W7E>%Z6l8;(`efpIezI*Br`P`sAp;CP-8b
zv{X;#R}5s%t%)nSZ829($SL-b)sdgo|2nH5Jw3Nr9*vp;H~i)_aqPTUer&vduPAs^
z4@1vHky226K$TbTWS=;uoJUT>q+-ME#(8dq?XCP&*awBFk@#PcS0Y~blFEFCgFPc%
zHzoE3VnD$f7!f*kdiuhv?aI0CmJ8}1)HL>Ws8^R=nsIZ-?<-AABv6FmMe2j<LxT4C
zl)Rqg?CvB@FsEBblJ5b+9iqHL7h_I$YBAwDW3}%#7h?<h$|;s|*P&~FeZM{T6BUh_
z^ZpguR1!1x%9qyf9Q-mNb$&rgR%F6?xs+wFRAM<o$8xZ=-h5JLjC~kgRbR_u2OpgM
z30*Qn4)i2g8|Bi5!H@kE&c~I&^r@GiiPhE+4bP8dJfa=VE6|l_kc{8?1^&r)YW^xx
z^W3_kZC?R#yG-v3_1NyY^9j|F`z$EOn#VV!GS*eQ*sCnqK?xsnfvi4rSc(7vp0a<J
zZxzi|eEvd-nof4|m?^oB1W5#rVi-ha?0aK=OpX@`4CJ?_^mTnO*(P*}wDIfAK77zy
zu1akiNl<;^IE1$_%Q_;CjbwnRt&!Y|zR8OXIH}QnxnZq<NZln5bCt{)z?r+R2E^`m
z1w@q-7iTx+G<7Sg?6vfR!>MW|%bkgf@PK&$VEX*}T9ja|cYEt04fsIi>?*dW0Ag}6
zy=Sk^LoNhVzK}teP<g1AAD6k3*fjkLDBiKC`Z!?a-K4Ozs?NkH0m#`oiyqMM)1g9A
zi`s=ZOo5W!jFLU|6h*q<gEv;Nur6oSrC~<9n;Ujk>AmL}Z{Bx5*fb7cgS41UYCk)n
zqjgP`R`@!Qt!Z~!fXQZ7eOueUAPBtf-NeW0MJxo#&41+Lv7FT6v*tWuX%d~NuVDf1
ze4d{rHq?%~wiuFfOLpIn)Sm;n^ZNMeg8*B;!mR6l%Vk<<auG39AX^f^#S7O@MQw`E
zq^9X9L5Ekg*(ka#G6*o2Sx@anv<~-WNR+rAy*Dor$@40x8MIyiFJ@5#m?QyAB((8M
zk1H$AM4m8{sS)2*@omWu$<Y-fJA94aO&h{xXjl4hR+pX{E{Jb3m`}I|M}=;Gu|Zi!
zGlkotCWh{5Z<T6b#l_6lNzHmG;PByvu))O#yx!iJ)Vf*qu87*M$*Bw07N|B_W%`Hb
zuAevSenw*mAE+(WZ!<nCgO1J``=+_LLFTcJ!lG{led?j)sdX|%D-<87b~>wOMsF8P
zke1x)O>x-ph3Z$Nz0}#=x7g#<>yrxOuanVsRqi7`&Kf9ObDV&)+tQCK3CTfztanW=
zb4`#0Pq*OfAL$syyyH5#XLbze?|VyGqMtrDg+Z)lyq72peZB`lIO9h1I_RD>z0XTe
z<T!Mmj!TZ$`TNbP2X|?|s!75=bFFi{i_Qc1eo%lZRaET^%mod>KD}9p8iqZzO8g8%
zE+yxUl0`Q_8muQ+wU3%fj=oe+{nXGpPluwyaecCgR^$j!9HQxcLkZ=R8`x8PQ)M~C
zW{8Zf@enKWA#NJ`8c=h)YX4r=*J>!9;J2;vwTdtAP&myc1^P&{^5{2Id)x0Agugy8
zZ@tzyhW&_Wh3GaPQ|Wz$w>B)luWwfUL_G66Pc_0$LbJ&a766odgFcwZbS~Ldd;}pI
zVpC6yuqFwC6|ubP`f;#0W>ZYl!ljSmJ?*HF009y>uXxrMwNv;k2;eL6-yd~IPPTf;
z1sQ5uxvFm7GR)78LQENQ{TBZ8n{{M(_@wm8iwTx}wAgrll-WHGoe88`Z|Y}aSH4ZK
z8}k4;(P<OM^<i{Tt<pykg%e{wD-%fpLPtDoEDq+lU)Kx9y|1SLT^VQelbwrl_w|sK
zFbBKd@09N6fhsW@(tr7Ikq%QipX$A$_ZzM86AMo!<lN69E%9eOXSJBPRydAobZpw$
zr?0Z~{es#*9T3>BwixP9<*n{N@wP?PEiD{y#@dvS;k1mg>Vw@ZL{*n8rTFTr$(FsW
z75k0A@t45JsD&@6vmfcOqx!!`o3*YAe>akL!1(yNxfLFRMMIw(1xd@!uhZ*c4#*Z+
zACdk!?TWCb<ZzGivQKvV6bcwVIvGV*SNrHlBtFApqP==I3nK{Lpg5l(ymDY`Lqbc#
zKBgKOp&#p&jUbJ7yHNR%(0<(MQVHL~FP%OV5WdzPAGNLd>Z;`o_38@_>i}uHFt+@@
z2t9ix4xyZ+111YwE0NmQ+gK48pXJOEvI;b_O(qE@&K*p-ROydyHE)rqcWWwoe8nVD
z19&cMLqwEUe0#;4O!1li;DRq%^@c6+&eHc9I6#?yxBA3h9VnLM<M?Oj%1zgaHZPpP
z=s~=L=`nZ3klEw|?^pp{w`W{hTD4xLhiI@_3vadkFjXP>Aay+`=>#{7uMba6Z=aK`
z?^Ae<gEd{Q$d!u$;23UPE_;Gpx-E<gxaM>f?eVlpFN&j*wwT>9Jzi0Sn$_{+Io~t#
z-l8v+5EfC&q;5_?VPDgRoV?QoL#+)vN8I?Y_zx=MU!KayKizPU9U^FZxaIE&H6m)e
z^}Lxl`Gx9Ly8XhZbx9P$ckPaFC)Xd~<?cj*9~O;mX`K<lQkJ9E4k`>=QE+7cvR(%I
z6nfnOzISxEjB#H=fv?d;m7V%DvyIDMtG#}QtuL>GaXXV#;CDXt9-GTJ?2*K&rLymS
ztJrB->-mJ=ae*N^t`#|Og!2V>9aC|G&`?9r6_g&Ui8}}sqDzy+1n!zbhxJ9poi~vO
zCG<4D@JcX-3b&cEjF}rK6D6l^5}wO+qm1=!6Y!&1TFP&eltI*PCfEQ#XFH}iXbQLA
z$9EZjzim#tQz<V%e9cx-WaZJA>dk6!itql>^>H+ou?RYIy+bdF3X}m3H#hQQr}KaS
z+!F4z)pwf=W9(OPy%XsS#g%kMV<3m3+G?FLprfSgV9o1Az;OWJnl*?Xoi<U>>V?=5
zQpT)I&|e>NN4B7npsm+Qte|b~W^|t)X1w(T2m>L(n6)v(Yxz#xF|hf>lFsKK8dG_R
zn`ym77-IK3TQSjFPys{oS_x9_bdcw(p>W(dbrNomk9lAh*M-9#wqo5urzFvs;|iZu
z{j<?!F$rIr?BNGzZ>3WKeyhms>)lYpD=K=QE&A(~Xxwgg>vcW1@0t9z-&vBM%SyCt
zMf0`H^-4GX{b&1>oWogJSrO!VifV1)y_!2e-^tiq4XpqS)1eQ!ugB_fdxmLZ-sM9O
zxw;e)FHF}u4zm{x62GdhUqb6fV^-S0q8E7u74%-NTX3@S4Ah~w9}d`ZdW8Lvbddo-
zqNA=+V3F&JYfKS6ZesTg$O%o?PH9c&40S%-=T5&mb#DL1MzA7#qtGo^`vU?(N^`PH
zlzs<I17m~a73~%=(=U0T7ug9Ln)!YA=b-t@e!BzFxPIN%b1Fk@AZ}&K5Gmd3w+SvS
z9Vx9?HqdP$?e#n2#zp7g)<~S!EiGh}^{<x55`nJOzdS)}9iyFo`@=XCcLr*lsvxSl
z(Fu(?T`MbDUzR|(&-8*$qh(srGfEJoJaa2TbLnbQdig5A54qxpD&PX`@9MIGfN;a>
zIbFX^KS^|Lg`wAGlP1W+!SipsX1A`(R7pr2w#MY3Yj|@RyRv0zD2k@?yXeI29N{)_
zKK4jrdV?n3reC$YV<Q7_%&_}1ScKQ@8s~k|hda6ChM*v|fxG=e2G|qul`{}yNtOvZ
zrB`mf>~54d%xJk56Jqs)uUm)9%RTz}sFXw8`Qn29kp!lG8MjQYpSk<WSA!}sKRB9G
z?}Vj2^kf-1Oh$*@OlZ8K$U0ikrlR$_xWokmP;s~`V%!Q&6pPPS*m99qG}y^8I3+)(
zL@!b4u*sfQE#tDUT>k_{tasMCdSLh9gIU4OVQI>{O=`QTlclMtZde+#+V=8a%;K`|
zB@mNAk1Ya-A-KT<LhHrKEf<eMV(Bi0{EE+f6A;We_}MztCvU*$abc_HRX}xctKi8Y
zRY8wIIvofLX~ph#`fVRoDKEHqA(4&CsGhQQ=I|NdcgpDLE7?>8PqoAL!9;cIb>~^@
z=~^FhYJR0<mqq{EpOz=%>w_E$S^EHyjS9&EfVe1zjE)*N&Syg+lt`tdtk@zX;cCLB
zkCwOu>ARlHSETzM*2kHz7B73Vng*=Aj>@o)%y{}}z&+4&2?Lb$-0SD&R5CD3ZTkDy
zXTD@eXjUHm1a>Lt&{aU~fFD11krJ@w@*2OOwzvJZyM55zHgO9znApQZWqJuoF;Koe
zc%^e|GGnTi8c3$^v%6XIa4FdSS-HWHAA`H6D|T)2bi7!_mHhR-r1wF4Z62kI!vb~V
z^#qua@MoD_BA|+2pxVRttzT{vn#jn@yG2<gp3e~L<sl|QZCY_CV@B^VOdnid&-OSL
zl50&!<50IxXvK15Fc}ft@TcLepIBhs??m*iFKwRp)E=4zdF}R0u5Cp6p8jB}I<i{{
zQ5IUE2<dB4=C|`1lJy6vGBBaP+guAbLlpf(;MlM3CkC;1&_D0|-vKYPrV2`0<VpeX
zUH)e?mHL1H6*qZQ$ol)f$A9QeExa~CDolv)gItlCo=-IkjPFHqB^B@p2vlQW@&-)l
z7kQVB7^VtKNIGuLZJu3^a0T`2HM!~PYVlv%Tt)$+nicWFU7l}y0=93v>FK+a^U1)V
zGHA;`)sIX90YAQ=8%aGPC7gcLibVPkTV8FfHVWSUEo2%Vuq%S^nXF+ex^sU1reB8H
zN}g+!v_Ntu;JE8j`O?0SV<uW0+qDh$SSzaMc4z&-bAs)43cz*EKY_VBuH@13;pMPI
z6oqslP{I!f5-@lw0gVDN2M3V(Ao`P*Bt-?^dTp$PEBh9&U0NTXk8yDurA0a*um$6{
z#ZN|D-2TL6bV7aJ9vrJFi~AjqR>FLPY%*f(fqG57F%na8C&1jc!{2R7UtTpK*hc&W
zJ1>ao=`)L+Vz&&vO~_g3JyuTSA^v@VInaD*k5la7bFxmTc)AO+zmvCrDNR#wWq~f%
z*ZrLo%|T{v+jkp$UEyYVV*2H~2!iOyncj8|aEZquG}2zaVL4qGF~?Cs=d(R(gWuE<
zI|&J&7^;LNKrTDO(!r1DeAb8Eqx4hfruzr>=02D|1dDlqj2(-N0SVV6M@@BAl?X&!
zk-+Kkyc+vXstginAc;j}O9S!Wt+Y#bu4_JH7n<|AD3PyLo3P?t9hki8)M;^sZ|yB6
zbYJ1)!WTA<(W@_(LAZ0<Pd(lJvBLqqT*Ff@dIlB}I)j%y4$u|M>o&nr`nsiWOV*%*
zY=10ce1RNbq)Y6b*gKHyHjHxu2DSZ25F^!(47W00^xv-fj#=9+pf6hS-8!X54z-`K
z7kHy;z0^I)Bu^)0Q_%+Eh$8sufKu%C61=6F^0IY21qbkH;58YEYPsGCXsk<X0(+dI
zO<%MJPt0C-Lg^%HUg&zP_{TH>(&xy?Brditg{to-L`ix&n0Re;hxLCILBXi%QF_bC
z0HlH)WX->T>|!q*0b7R$XN17ftDL=-5fmX5h06Zj%#=o01%hBm<^;bxe1fv(6h};t
zGNW4ugZwx&TS7yv)(ODEF~G|ewV8&Va2fW*ZjET=Ew5QY_|wZ_RfO)M#At&c$bNp2
z-iHU!LYygFW3~6y1l`C*ZdTzgzMMaD9loA+5@tQHF$Y4RpDgS<>Z>#49b0}t*!@tG
zEt!3*%Ajggp~65g9h}K+XyJBT`QVP^`6SXJ#uK&KTkV1|B`<oVO;hsx7TD)x=at-2
z`g1RrvpwZ}mi>;S_2p$3Am9=^QSE#-)qWgi!0u`od)BxcU}e|l4~>QnFE7wxpsnq(
zRCJ%8Tx9ne&PDvJP-?|4<a1zG;-szC?e1N#SQ?0X>>Q7ssS;hSgMC*=hr4TGgTd_4
zG@_v6N??Q`*f3cPw`Q8w<+;<({281u7eq`i<|7j6R2oU+V;#psCb1lH=c>IId*^0j
zWl$2QWP8l^r<X0}3Qi`W`wYh2+HzltnEhT$XtO*w01-;@S}5bNk=ZI8t;TJe##`^e
zAE^&)9M>jXoFJrh**r=!wyzEr#h8h%1ov|ENT2>q%2evnf455W18^Fd)|mLB$`2J-
z#)HnY?O5zwp1rdZMpz58WYKU~Ig$1x@;*Cp5s!{AOF=ChoN}&%c=5Xm)dXv1BwpXM
zgA{!+*jSo}l)pbG_FbQc&mX@`c=kzXVw6%ruSw9+%fzIF!Hy;VcZQ$w#I4!)h*D^f
zBQml{JMHOZnbApr;!r|DWB<v?SyJ8fYNf>@rVG6+OZsa-?W>pfN}Ekm{l`#_z81R{
zAB#L&@5BcgB{3O{=P*kH+E(!lO48y>lKm~pmLHIz7=5qf5P0loCPF4c1UDgj%Lc))
z6c6**vGeZFDgtihNeXW$sYJZ+!HZXa_vUu8w=;b(6J&m;?RMI32RhP-#KWf0MsqrA
z*VAFmOx!|FwD|c7tDxx<tA$m6;;Mo|24ttY4NN@>AQ<ah$w!iV4<?jo0IG3H8^+Ni
zCv&1(J&tAHL_>wk;_#~>;|sR|^^L}w*kTg$>5)E#mNtJlBS7nI1h<m`=z-k_=~EoS
z6{iY9TZW}w+a*SCu3$`6KqVD!=jE`Z#fLCU8N*^VD#I5xq*XvtVV22PY<0buK}Ipv
z8L+_07T7ya^!fM>q-#C$HU6}FVvZO;Inku^+gS|;VEdR!>w^JTyR1tw6x4p3XJiuR
z#|3nrg210gEUI0Wp%k-9{#ONRLQM{#jl;Y8F<7)FI~pwP0qJ>~EE*qes@z;9P_jP}
z4M5LjXRnS;_>4b5*xfeY>?4@REF4&Tx<Y%kDGu5FfN$4hwutFHQQb56eJ#07cu3Lm
zPU1(zfqN0|&6J>Wpi9Xad5$!<<mHtzpho+5Ofu!g8smIXC6-0QE8LF#=Cq|3Hk-d2
z7xvBoiz84jiY%&GD4km*>k5T7K-qXs7c6{{1Y|<5qYa0)8fZPPPUmW+!OG^_)x;HF
zW4So!<W*PYx$WJ2RszTD;ud5C*RRSLy?4<>$s7T2lJzv3JvxsK>iJ?~O`(F>%SSNH
za(eHR?j!@BlSrFJo)&c*gVG`H*MA&}ztQ<k=iv|Tzh*E~VvdteVmjgDP-6PhCR&f<
zO3f>HLZYsyWppf)q*AVw03o~U+%c-X*Kje&Q9NtvOj#oxMNH=z8d3W7)``E%d#`SJ
zo#kX76TX_VafJsU(K4R;!a)R!0aP>9u6v3PP;X>~8o%TWhr@<036$vuCpO006(=^c
zEd`^6R7qS9g5lbA*=KHGtVOqIvCae#F}f9OTc_Xjadjsx=?0~^{LvJav)#6tLLCLy
z<y`O0{w)a;qUg(aCAP%0SsH*W;dAk>YOFGkd~>RzBFQ_Btoj$Gt6YgU%EqtYC7K3>
z3Tl2Ut46m<fu#_Q6vQ=*D(DxXW)c^z?|OA(7s6RaXr`ur^f;T<pw-1!w6R$uIH?)f
z@P}(lW4AtGu);oZNCG)KPtI8UhsSku#kn!MOMR<B0FV9Xm&Bl;%Tg4aW1X8&6-}ja
zQ1W;cRmn=XL^DQ`KxkLoL*tj2iyy+TpL0{gZ`*BAyuGF7>QCTas~t0*Yg*rR-a7iY
z*!no%eqf-ic>kouKSJDm?fRCQ(e6r|RkwGTP^}-}#Dwd2%i9yLN8pl|0L)hYZ3lM*
z)|PX+SWp)LxX@dpf|72EEd+&%7_)gAx|D}E3Y>#StRL19eT7^eADiUW6Boz1xE`s}
z!#Mn7<$eO>)qkS#dX6L80s}%LCnM^nCqrdk-k5)&6>yM8hT2Ou+P&IR!;ZhT$F9@;
z3$t;QaboIZWRj>!66M^+9+{nBtkfPdqABUlOjHYMSG?sb&tZ0NCVj<y<1#(E0q^BB
zJNj#%se-jn2A<91!&^9duk)+WMvfP`bRJCladuYDQw_Q5%w{t4zb+TknPyy!A&r$#
z^Twdz+o01%_i{aNR(<*2Y#vR>+toup=J~vaL;Yu;z{=ipI;P;T!Z*E_qkOw(Z;=(^
zm)}~f?avU#0?i6}T^VjSw&ErG?^EWAm5a{KMz4gwNt!zLn=lRm*U*J2eWd6nq>=eb
zokb|mW#4aV8noEd8xVU(Ov!(v#8T1|(bIm^3i`9vWIG>R@76E0ARvZB4OTRRJeu2y
z&3#7T8PfeSqo;<RY2fE%;j>z?0{hO!)~LCQ{xr3-;b|*2_vNarKW<i-kX1;L3*a)L
z9=5;T%lgJ-!i9%c8!p5hebuA)zD?6mOqhSngK;53&avPj{#;4Q9=8XoweJ&Wdc;1H
zYf0Iu4sASe*d$O-NTf8Y(3;bjdaZ>N&86V@+(SSHaP=_pGIj-FM$bYC;$Mxh(<V*{
z(iVj;Ubn0vneit96QO7}e!?jg*6Ws+tz0CM=-0Zhgcd6UzJ705=$PTq<<J4NTyaL+
zZJ+A5eb%*+IFHZc8oqvG$l#B*yqi5r-cV1z(>@GNW)J#qRq{1o^_`~m>VB!kR;at+
zpdLr3uD9nzQbqEEG0W)x`6`5B=jMFW<oU)O?8nh}9Xj(W-?AVdIBnY>pDyJuH)tod
z;Ig`ZGEmQePw~lKD>N^<K*k>peU3jb@F#}aO`mG<N87&pYp#p8Cu`o|=Uv`Fxl+o4
zP1>NtN3-R@d{cdcFyfoxxrN~!68ErEY%`G5K<GnCaUu&<OSzu9CCkBFAV2zQ<;H8d
zY3P_6&!tnof&u8<>*+mcD-imM#L$w%$>;FPR2LZTOg#*Q&>MX4>5=unX_8;?z6pIu
z^LqVk)C?)D+xo&%6})2xHb+4weqIV4FoSyU8r3Ptd_ZtknVpA<{o4y93omPfFRr7g
zg{Ya2kE<c(SAi9L)GPkPbRcVFl_=zl*s#xNk)|mG{?Uw{KPYrP^hV56H$yHlH0*D;
z^w0+_B5TZ_SyZIrGI1$fKKc#6U8NBD^;}nPDz$T^{%!x-AC|!MG6f0mhPU#NY@C)=
zW380SZeYbxIWz-wSc$O|cqEQm*sqX?qv+N2JE~f}g&=BQSNrhbrokET8aiS)aUU*|
z=k$TpHO^kF`Mfm*ff%)OK+buo#PyrY?!y7w)<kQ`|4t(}lAA9Qg#<>|^~4iFJ*c+z
z;JQd>`)_Aw)6p$+aAvBp@c-5SBm8fH(!Y0dYGwSVCZaV|kCdC8%%+K9nn~r6^aGO4
z+I-aIVhhyE`u`abC;p3>@qg&70`9DHgYthI2;lrS@&XYLgFMv#^P7FVn3jmby5;v&
zjW$-Q$<!qeG~QhjL`z<Ifr7jj@%3r{)t#(A7k>NlrV4%0befGwOM*s6M@2?NDJm%B
ze{_j`^RKF6?_h6sVvwrX5(nN|{<me#+;m~{p!fRULEo$&)aM)jH`lFM^FKIpr7CWG
z>=}wEtjzyN^G2fQarg;_{(Nxb`TnOF+&H)uY&7Wq2nN42Sn&hBjGOz<yu1Me$-kL3
zYQhNm|5*Vyt6)?aZ}uLs)~-WtApG0BZX9t)z5^WaU%WTY^pdi5ulL9Q0!hUK@m5@&
z_4_a08wVW%o{YK-`~NEx4@BSwNNPtV?muY%b^5&lMYKmZ#`eE$)aJqDN5r`i=Ej=)
zPx~X!c6>I_sxNwtuY&r&qm}g+CuDECK07z6ARzp||5nzYPK6=xGz2ce1cVFz7d-R^
zyycJH`Tqkx{sz3<(yZry!GmwWL+?h{hyNEm+YR{m=E}4Gb}xA&Z18<LAl3ik996rK
zBAch__J4F9d&l=i*plSpOZYkRAFUVM08u;b8Tmh2SHKI~_mxNU|IW}{DP^`l^Rd3B
z>xU>*Ph?3P_5MD2!3ZtwOG%Ux>|ia0#F@`|hFhQ8?{i9`+DyJik|sB}$p^leV?I|u
zW^sCY(M0WjbOl_upHQquUvta|AK01tnu09KhuWfAz2R#q;T(e;^uFg~5bw*ml_~Gb
zL*N2Ts&Z;GA+fGDVG4Z-`0HJtkygh$(%yPkru0o&1W0)97e&11U{mFA=w-BFs}HTr
zV#8aJzIDLW>g;4~n)~!&1kDR8*YwGm$PyuOs|gaI;-ZeW0mK9Kej*WT<zS4#jCVZE
zdxxOfdKT5{UP^W;A>`&}@AZuB<>LPA=vb&4xebTSwz49>wb~YvVJA#K8cu<pL+!4w
zyS!|sMmv-~+?)_h8Zk&u%WQI6wZ4)csG*T~>$Jc1&<*0UWy0+OPdL+b0iDeapO_XX
z(b}~rDl08#LVPzDHs3~a*eONb4zUn?I`Qp#8Z&;-U9>O6oh}IkCrq(xN+WjrQzlrI
zz%+C=R@4AVkolSu&qt<)YM{^;CMNHZV)~aoN^wc7Nn2FP%`-IUR44D~m$zy|<F>WB
z<F!g!Zl(WqB&-6zevZ!$+M5j+Od+&y%`yilzqr3_>1pM8f?%4@r}C;oIF@I&I-#e1
zZd+H!Cfai=E+<R6o|_$PZbsJ>6L^n-@HLQ5F7I4+aOba#WmjdM=2a(I6j)ZcQNws|
z4MAMbo;8YzdF6`(C~9atab30HGZqCFDNKXmgGLbXBVG^jSKhT*I6)=H5Tn1DFJudX
zl%G!Vu_{$}3QZGq#jmO-)2-dV1ju2cm=5CU=@fUgJ?L}jBb<5*yU_H$xoM9fuw`Am
z$qSw(j;FYjw!EzIuDZB{?%K@XNBEON7ph0{o4wMuj4BmO;!SuG&#9DJwXvP+!CoMT
zcoe2qtjQ0B+)bh8Tljt<wm-vdu-`eqdY<RL@k}MRE+vg`TREdZM@@Cq$cML`JV+y$
z_vgDWADZZ4N5AyMefDPAB$>q}#GLYT31`L3dfDGd4>_Oh4gU&Yd&Y0;>3!(Ne*NQN
zdo#CP+xa6{cPH$5is;*1k^=5FukrTiEd?rPq|7BCwb7HL6ijXNF8&?^bFj)PH*>n3
zl*spsUt1qeV%#oZA@JJw@w2mh{L;aH|JH4D(Y22Yr_eFaaJuS7!lgTJEp~EozY)oU
z@-bT)iF!ValHy1iNDLbLWV$LDrR5OAT5zR-l|qnx>gKe3RZvi&oJY-V1+uu_nxeLp
zfqD_H%P4b>a6gCc5ND)H1!R446R09K=VJD;kqi`BeYLPQmHt9x_~E0F>Wq|===#J!
zA6QuVK_E10sxnMA>!d-SI^EDUR4F-?QNaaHL90$TeKEmoR=_c<Qc9Ilq`-4<Pt75Z
z5H@|(ri;w9w`vex0oL_b@kYx;rQg$WN2e8gVKB<|4WQkZn!c{)u6wBXdp#QopS#-c
zYeNGVw6XL7y}^%op_$vyOkOuL8@un#_D9H{krEk$h4~g?{XUUHfp7SDjujU(Bzcv}
zo-n=O_mm=LIlL;6GvA2c1`glvPWoJ)&}dperzh#%f1LaDTV2e1PR?sPGO3R-g&*@V
z2luclV{Nnv4fln(l;8TlFU?s;6<!a54rtxQs+P5NEnV^=-buZGWsX3=CpjJ5uxqY6
zaej(OLjw3lpmo;u2h-imy2d=@d-jhyy|m$J2_k7sO)hTKjJ0%(O~#$(`A-@P<w(C2
zZ1+MtegDX7v2%%EqUg>QqdgqMEPup}|NY`^9tv*Bo+k8U>zpjq)omhJ4&1i6@&V9<
z_8Dl#^RSL8T;<vayc3pn_c!{DPm&rP9Kt!Y7_^@G=%2vfKj!7%98hd_Z-`{u8X*jx
zX>lxjD(j9%I`f6yeWmN9`d9KFcPhP)ZUSxb_q~X?bF_U`CWr#E?A*kvoEJ7c`CPI#
z@O$vx3aTxtV?OYsR~AD7SG4Cup#g$|?Hi9FM@aSQgLeY>%pn$3QIL7I`iHNoyshU5
zUT8PNIQnGUUnHI8xHS`+ZI>^%`q59LQ|uXkEo(3e88=IaaZ4B*NXzLWr~}>3=13Di
zy>75ey!ZU>*gonxQ<Y_N((-NVuR>g;2|AG2b1oM#{x^fK&bxHDmeV|#gEVo<1yA_%
zs}y*fL=PD6b@w|v!Du`?v|8pRYrgW@d?n&0S_+=0T>jy<Nf%~&mn_d!Ca3PKJlu_%
z_R!vJxq;*2VTFw$aUgfE8T&$QxaLQ1Et5Lu982>o8mna<>X#$%pL0|?-gk*^3)n7<
ztJh*5zNu16%XV`-#8;NT+IqXbK)h07E*YbW{-YS3_30iG%01cQ{zOpH`vW4Me*r-H
zUh3MmFydGL%Y_2Emx9}YG_^nByX(j1veP|1L~0@dt_9*1TG)Z{Dyj1oabcJco!oaA
zaPCK$wB6`cj^p7^Px+BEPUj}U?+yD&aBDNod_ovCVIgm{)Op5~K<vC&i97t37iRf>
zmGo=IAE%{#e;-SH`Ks~IN3n5p<G6q2z#z@~{12hT&*si^8tR-ZMRY+>5Zg0eDfN89
z3?5sG8QzldA3`rnbA)?F|12dd46K*5;gh%yRcoHDj`E<@`U=ZQzASnaq<i&AI*K6S
zWrIZ<U;p0vnDFb#iGj8rqF(Nk8zR=THzM*YC!Z`vtwc@Wv?a>nn--U;BdAg<pq4+k
zywe3QY%jA`$m}RB-OHeWJFPML$J6`FV(dZ+W7Zy@`5J>vm}EUW8<3GUp~i=$3r~dX
ziv(XS+c}7Sy}hWd*$E4}C+o>ke1GcRaArA#Xpi!v*bB1mB<}~6;b-gQvQOCO#W+GX
z=XhLKyb}^AWAXSo>DMGay6jaROlH!?Fb^P8TG}07OB}G!UTuaB{`wWKd;JcXUDYEO
zN^}q_!H||7ZQHhM!4|>JHUf~XxFo!lFfb9L|Ib%ysf7!9H}0zN2KHW6m=<PFnNA`!
zJl<N`O^VDwY?UcPN=v|FC6r1p=*7axKo_OWTcce>8?8%~f`z?8@Sv_TfumNN=nLS{
zVfTjXvnP}1<y>Wg0x4fI&EE&4JbXQCLir;<L&&-fXJV55IiZOBf1pFPiilG08IbCP
zdVmUrQ#>D<>tvvbU=sSr!yNfy@6=GL&Fu2i4N$Sk*wLTI%o0+}dAiirWoO2nE@yVT
zOq1jb$;~bji=(Y_B{g0Z|4QG&tkr#c<Zq~vVn5xGrqbq+9<@lR&-PM7F_}Mi?K3%z
zjnDxGv3zrt1~Gyh^%PfkbAZ!8gy&41^-w{8JLLwYy{f6HoQ`+K#_pFUplz;z0%7gT
zPki$MlM3nSvhN>T&W+r9RfM1(44>M1_W_?bycQF>Y1TDI-Zr=7<^B)peboFor!1Jp
zw}s+hq2HM<u{lZg3#E5fURvF<$G7Ah#yiU;7^B_ZSawR0yQD5N9dJ8)vB5Bt?GQo<
zjlbZzM7vv#Gu*JLKKsPD-?2I!({%p39{m=d$LFfeqh6=EaJRH}lwH({&EDEd{P6kJ
z`P7+aVAiTqinqDlKRNzYRR%p~YF$I+#fyw+{<N>A8VUyU`EktbK#@m3nMfn}4<78w
zl1Dckd}IvC^lmgwI1KBfi-ja&?=irco68;;*=b5hFy%@q?WQEgu#g6t{|)&d`)<$D
zh(6J;eS%j8+UG3?T^sQvcJL2)MH^$^QOwS%XnVv{H{qIWpVR6413sG>dXI^7<?*ZU
z{AU~`+9uzgzv?*eDo@+2(}jhuvn4a<e<kFC)!NIwudFOi-t9k5c`jetm#|)_@UXha
z)t#X#>u$h@dnNV(zlbAaEUL94zMIM9*+d>_sR*FDYDQy*Z4sdl);|ZzZb2~CZCAmO
zeFhwG$7$V6>AC|l(zGA!J93frZ_tsRpn1-}lMk0v-ddZ^9n$E0{u<ij{#@1G`<5a%
zKaU2a@CQbJq6cfs0C;UT5E<5IP-1{``$@-fRBcMuC|FcDl}FiP&?j7f=g@ZWpAs?Y
z!(04KBdSA!Vo}vEtRs~bI)*K8{T%fj*TQIff6V?pZJs~9=YKKsQiXMz(VLuwQF7lE
zsVg@5NDRtlS)MyF^d$FlvVPE7z!UOk5v<MO)3qia5IXO|`wWI;2T2Bzc19;$wBoQQ
z<Qn~Im^Xx$lp`mEMAODXr~Ji_`E`kj6mApFNm9l_G)m5KvL$_ot^`lsnS%LAM<)h!
zq<fc0lDqBPDeHy=AEE7Rj1-`#w%dAxz~4K@gmqJo=Wk2flMW{Tkjz~Zb^wO`d6vOr
z8kMy8>q%ArlxLIq>o+FcD-21Kg3zR9hmGU=yvlsioU~tj?#rE?nBxd}t9ZBXYc<m+
zk~cd9_HXEK04Z`#cwd6IgE7}@3qO8QKB>mEzniC8YZ4IX%<aV;+`AU*G=fCFZN463
zOj$1YF8D^OK4%O$C$sbcG3ft!Zx8&~XsBeGi0d<M><_-e=|3-9ubz@?J}G{Gm$&59
zCxOXZ%WAmf+=3&mo|}Q&@}CC>z`vCrJ$ql-584E5{qeHPgV4(6+ICi{z<=sY4@8CV
zgb+PvUuP84atfx5#eId0d({Om^#qAM*cEC;kMck^Vtq9e)*nA}!Oxc{<_x`nFcir;
z6}-gnOK$4epWR1HB;~0C6tNQIdpp%s$7yQTd0*R1#?~yvyr++!_dJl5jp0tdJ2j>i
zvX}YN!K{F%{V!#SXoSa%FX9ndexFi`8n>(Z<G|+4P<{}1itORa$n|@~-7jxGTcQdA
zUkoMz?W7S0-0?^K%yqxfWz>Ae@>?--U4EFcUK%%gj-p6GVkma4Hs(UiH(O=WYj00c
zz+#*@@+JS8u_MU7g*bj9*lR`I%AX}QfMsG$9QLWc&|7c2%A)x0eZr|OdiP!v$i^7|
zt2frS9*(0Z)A$wGw2_*>qFP%W3tqw|2!CE~Q_VA1&1??A8LS?tk2;e)t1V0zD20t2
z9zWyE`)CvzM3^-f1G_EbmU{aeyM*=nm>1T1lA*u;Ev`c&$8SS@w;luU__PjtCk3^K
zEXOQ1wW+MF>TR8VGR4yvc?iGIz4q1(Ve`>5avk2jV;;MQD!YAGea;ZVcoN)Mf-m=U
zcY=3C@*G&}z!j=uNJ&N<kNo2By<RD*v|QUY>618Y>m)me|5q)cZRSh1pD#P^IL?=4
z&4Ck(v#dVyJXC!&8OS1(`|N$uN4J-{bRQ%Lk_VH0!0-=d73P01Px7jN32bncrKmhw
zEQX~YmC2yR340okIv$fcJG>6lc;e6&yLkMq;18V<-{v0z(x9MS-oGUpB%is*`-gu0
zWrtW724p$7;o0Cu(?plicYryQKXdO9-+y`bO#Pd8g8ES&!jiYD;NV>Wca-BlmIc83
z_X@i?AAdfM^lN*;vd$ig98P=1VJvFjsZS^|`RG@`P^Q^lIQ2dI!P-h1g`e9`fEUZu
zR=>l|{vQC$Kr_Dvh1P{HS~4LRSF-;ri!0`kwsc_#m5iVF35?pSfIFi|z2biJ+#|Br
z5sDgyr<s8!r;Ma1ro~8QuIhgqBFq6{oY!)A@nG`Ee&YQT0)yO*>h1ERXBT9nslutN
zH%M-Ax7|8RJF)-8<aJ2*64mOlU6~Z>^p3i9$1e0UG|VQ18t|e_4mToudlb0qlOO9F
zO2U}m?J%S%Y!|PAb*`dinkEt+D}MWBkR6~96X|vFoHD+4;+uyL9tkXqoa3C4BO@T#
z*tpx)q-|BAnE}F#$ilF6EztCg<hM*6e(~cMpLHYdGcDAPo*Wtu>u#AWP?(gj9Y6uH
zvv9l%eOkz9UwQ5k*=zZv?h&p!7YwrV!mvu+HamV$(hv{x6v`(J(=lhrP6-GJ>Vca;
z&&*UdaXcU;Ai($!GkHT=f0Z8{E>A0hYRsW7QbXO5AqkmESesua!kHhNL8imAC|nnB
z+F@68b*iY<ES2f1JzVSVRlCt=hwONx9ZcWOvHX3g+AU-!6aby6U~DYXlD+`NA}t>3
z$&)X+vs4w&VE9&HJ>@srAoP}g-5{yfYt8H5PM<P79PF9%S11Z*e;YH?i44W!MQ|?4
z+%9WVgzU*vu#vo6p8Ng*_lWEndo<m_9^7G5P?^(B8}CR18bAn+3sWYjm>(fz=NC(g
zfpt3!m=LndRpR++UWu5eWELX$$rpg^WQu`ZQgP+)*wVh|ayz4<rW6uz*pF_nkWYqp
z)$)=pb=$kfR4BzBrs$R~&*&~jx7S-l_O2m2KuN&eS_jspX{n~2`KoYNr8hwqo$e(4
zC)mi;S3y@MYSf`PxP|bPkKHq9TQfxxtAjHlT~5HoURqVKO_ANBF|Z}^rEc02ja_$D
zME3IhEa!gZ{AKEzF`P%e@;&srB|ss|@{Ur{Ey*&BR_MiGrb!6bxGLK17JCYvkUd)j
z64Ww-t-|fv5X8ut0ae#_<)<j0Tc;~~)as2vLw2f0MnmS8vMNcLK~NnL*}IACi3ABv
z&(DVCYg&>5f-K=q)v#teL3TG)fX7!QASL;*rE%sPV|AnDBb3QL<S#Tfwz`L<UX)De
zq1B3-^2o0LK@hY)j3FX>p2v#!VI}UBJ5z-+umO4IZiwLdkWGnV)a-c~+XC7!9ZaX`
z?Cey!L;A!9#o0{qN{>Kxi3wszZ}b7#-IU{l{&f=#1BdK#H)H3N^axId^-H&#Np*kr
zLD-w#A|iYDk^RC|q4idg9fv?GGsVcV6=gfoHvK_%vYC8=ZbqeF$v8a!NGXEUgSi7V
z4@uF<rR2l7#k2cs#iuE<^LMOF;%k608edDjcmxGPxckgS;@0*;h`lCb61X<|^>z@k
z5`dDnAsV!Y&E<8SeRI1&YOoe6zBy$7=>A9SoRFUAz0Yo(1{TIv89@H&1`XMb4N2KT
z<<~H53cG!15RttK+4;_@YkVe2AeUL2Zpy<Tgn6cU4s5h9b=3y4r+S9v{Lx22#7yqa
z?k;!FvuJd?+T)O&FRTZ{XelXB+f}0@MjPhSP0z~Z)r~NmI2?*{4Iq08JIDyur7El~
zZ(s~y)RtjSgMngnjc!+aycXG0H)QjDEi9=*^vd=RtkV_IXRqaxq9am5@1GDBCh2v3
z+oEer<7_9LfM63q=!6gl?&2MX!pz@1s`{p?i7mvL$=x4hFL)ftF6?Qg(7fuX+HW;O
zQE<DGr;x=&W-E1+aoPF++)Zy0kv&Cr1|)9bISOH^*7n!FGEVk<x|t=-4J^Y3Z6Le5
zb04scgmreubO-8jZ~ZNE>$DAIPwfx@+G_r~%v};!BGkaB@CkZgyUqdhs(0l2L(%*7
zsVW+h3z)8l{8gNHHUQ^6f3SGJ7TFnN!6>>H!u#pAuV6hQdojb*KbtJP%-}4u{7C&C
zwljZs+fWNWnZ!mdv+h|Zx29^SJ1TAvkez6sI(Di`4Q4;NSKJn{P0c!a<TkD~21<_y
z(e&D;u-k_Q`yAOtx+HwDwB_8@oOp3C9W<wN(DG(&)3=#5Xam`OHVzJkdFVB3$>L$B
zT1EC=<k=ZE2!*l38h6X9c39WxQ}fV`GXe3-3j57hHD({K4UbbV;Fi%U-J!l%0v^Av
z`(M>K{aKCdL&Hb}+11OL#vcBr+ueKcedDgr-0l4>`s{UCrRd<$Fy0eoWdj#A>m_^_
z+?Qu94liFIu)zAY*enq%<1-fYS$j%YUXF}mOoEiY?6}WfJHq@CI!9IEjvzaSh4U4W
zy?45_TeIE>O9;8&79$S9c3ETJi-BL|@g>i4*?z0YZoR1_vOR}gvrg;)FLG^07<;2+
zA|SoIM|pN8t4XE`ZY}bontikS#dLrVM{#?)0G+=^%T+Hw?=L**yT`l>p@}ocOHCI|
ziIZQc##>{U1)p6>9-IEY-H*~eyZfYwE+Tu%|K<O3ib*TR>pEPPA45UQ6xmf}Gt}v*
zh1mr|C0_-Xv~lX>@JX1?ez560#M4Sx<89oiE0;uMFA1#s*=HAim(bxY3I&@c2D!Ro
zueOBjipsz`fwI<RCQu~WamdAum0&W$mP%;4j_k%m2U<=?$`6Q3pr_*RAV?L*<Mps+
zeVk5CK~AtXMBh}XMJ<#Qgil;0r8Q0ex<#1nduKzsfw23U3<Vfqy%LIt?7rBmfd%~S
z2S=XszNbC+i0n<-ENy_hFfbM}&&zUEa19%mytbdsHj#aGjlpdFE9*2;1(tR(hU14f
zKRTI83NOGDRc#?&UHGX87Ik_Fl?B$x3+dKjKcBJHd!@)uTiWUKP@~UY(x_;=S+{)l
zjH#?}&I#qVpF4R@Sr>2AhUZCE)~5VUd1TkW;6Jzoh?{|eq2Q|1GuC3-*w_ePt~r0j
zci+n2UCVAFdouCdDwM1sT18j`S<=CTkiv;^)9{U7e7@B|Ry`3pwfG+OB06dwx<^R<
zru%jNN|&%G?ylceCSk{gFg;**WxIdxBY74!o7Wng_<Q$1{`g~YJk3Izy$JCU*{hhU
z?oWI>er%js2q;r8)k4sjQC;_vojM4)NI{lo_tOU;h?|}B;}Z;QPa)yO=@xUaU$qg9
zqN>!P;Zw(4c-~d%L^+{&vB5sWWvjHMD11s%B-5BZdx!DWmhK*ry=}-Yd12R)-TTEb
zLd~J*Ytq!tWzyuk>f=Pd^%PqR$o}q8aW*WP!KEE3Kf(*v0|?!_uM(gtO5b!yT|@R{
znO5Ihv=C*8Y~Q=jt<HwZ8Zl0*Q;IEgMKJ>FO%zUmxRNQ)QsxOPZ)MN}aY92!k|rYX
z!96#5C;11*?S}>llw&QxXWw!EG`8<RNtW9c%_6cl6%7rT%3&b|JhOfm16$#(Jp;bX
zy*g~e2x0CTZCXJGrWvcW6B!KLeD|JU6xTq&Disz7vn@Gtm%ui{zF;SuzF>8%biSMR
zu0@d3Bdslr)8R9=dO6RFayC@M_U!!(wnSv_wHoXNvJ)0xaxtCLDsULaTB%k(BvbxU
z1(sefZ_2iW>~3e0-4-$?K6{vL`r)X6JWN+DZ&hc$r+|D(71RY}PqODcaZZg$yD&Qm
zLX*^Ir*M){tqF7(m7lGOXWjO6tOx+um7WkL_4rj=Nc1nQaLfZtSGJ7VQs9=3WFhE^
z_&Z|D8l*b_ojwfU4%w4ybd~m5)pFPU^fc%*YVzO!=Sl0n`o0|$Z6?t(lK~Nk7(pv3
zQ+*p@b|W+L%odSOQZ*-WV5q*6vUqzTbp)`kh%~hzl^};DXD6SPC=GfeY*d!jP<;?e
z{Yj%|Of3g8Zax=5-XzFiN8|Cf5UZi4&mQ6}tvg@sT@sPK*D4XRFU&8RN!{KHs(Te=
zhgNd2ygXQ@u3M<tt4uzcuxJ)GcOK%4NSj*TNK(?C%Og9<BB4;M?vNbRfC?ho#FLN`
z;r#j%*;S-oX)9Kj?6#>1v?4U-FV3=MmsjnuVOSJW|I~#*x4gO1cLF6+$9cC3r5i~T
z_-SnA4W6pI)c)jL0A;4Q$E^DWSflc4YQZ|=w{Ysth5|pe#0Xm#uY*aDIPYGx)I4%|
ztw}IHcsaW|N?(QSCNikgNLixxuT%J{_ATt;BLodsd)-8PV2vMQ>%Gu3>|16kf1Joe
zc@;sXqzUDbZcjl>1nRZHx{edo+G#aPP;|vT;kjqZf&8iy&fc<EWl(XxS-;zu!HRjT
zcQM0S-gX25Wh=7BY-z`Oyqp@e)elf$N~M=aWY08hk9N3Sx29$#WLtV)#f_zj)3?cd
zRWOfjpbXd|FJ34#XB&IVYE!-LVmK>_>`+@kn_xD1kR&9|uLrW}3hgv@!1tV`YLJuw
z;iU&`c#^44MHE{g`5yB7j2vMK-d`wF`CzLPxjbZX7jXu(YP<jZy{h)znqyA!B2LvQ
zKbs;ueuHiS(AU>7NdWo=`Sbw$q1lE-{=IJD2%3{g;K=R;_dK$DSwWxA%%v<*^|xXN
zHVoC)5`PaI!PPJkgB8o~&OWJv7J7ySn??@PWC4sO^(@}7B{DvJeOg3|0>QctnzqKg
zuO4}DZ!IKyMQkm-N}rq*c5l8V?O}}?_?|yF`1`V!vh7ujo&KZ%DQc7{{}fauBZql|
zn52d$#Wt{yVrBzPUBAgJ1o2J@`!wygk=p6!@m*INPw{fD)M=Mo!nf&LNE;A#G9`}9
z4<#=kj8o$i$(v{23lPtHh41wLvF*6yT9AY>(oHUm0%<yrhR`KQeT(omA7p~>qT&{w
z#dR2%y<tddVEmOYQ{qdyb!GF@<ZYHo+CZChOSMG)UijJC(b>q;9Te~gjNyDs`_6I`
zD8`NTbvupncU4z)@n;!iPr)6J6u^2WUxAghT;K4zB{Wf$fmGMi&n_9{9go9MR0ZnQ
zGr%w~CP`VM=I==`w>jHuKZNd8i>XSzF*AQ_uDh|mF0i*{7<1Y~)d~TJO+?IFOZz{r
z!3U#NFOdL>(!+Phg9TnUik@Wm(l(lziyFc>x8_rYKtE7=TvYt;js#qXSu`UZ6*Ze5
zo;H5gzgN!J=mJ@q^_Dz)HBC|y1qD7mOIKG7!zI`t(}x)mC>FjO@efinb&J8k->3Zb
z<}I-K!yB0jOK#E+bmL|ZM^B<g-MHu=Xo=m2?04@81qa;hx<;yWNMsngOAE_YRv*UT
ztAgV^V*^JiDux^eNH?&~4a6-~e3k#H2RtKNOpu9f{#5ZkX5+lecVogd#m2D2jRI5D
zczP{qRhY*z=bAa2Zp_XbS0^Ro@{YVG0tC#YZ18rZ^L)|9W7ZuBZJ_fD;}<$ChOgUs
z@xhYF-l|vuL=L{lJZ->N3i<cl`4Jfp!b;)sQAC&!x$1^KQX-2KQSw^m`JtHpyZ0=K
zrniNmYz$y*KRC}K($3h(WRTbff77>3n?YL}4M03?pa!p^6Q(c#XCY8#aoHH?v6N>h
zD5C<AtVG^%HayD5PyMuU_r6`C;LzNnDrAT0v^q7Isl<#3^e1%+yJ^2rIP~tefT5p!
zI%c7ihtvkeSn1&gYJ?K3nkiJRs-Rx9-*w1N3wt|WQ!n@=yraa*#nRrOx0&4q!;4PO
z&CH6@Y#9}aFCdV`*bwH*HcW*>vTJL1IPBLhg~VB~`dSoWgA^JPVZ)8tW~f<IANnWR
z@VV@)9mc@Y!Xgniu*@>CileyzLfF~J(;ab%Dyt?Nq|UkX1P8=t{bXl*y3-?MPsIwn
zhYhGFC3g0EA#OeG)8OS8ygRQOt@u_2uLHU%&<Y$Vid(U13)=7MQ-qhXt@y;t#o-do
z*tkl8@6-cQWiW*d0*+Mrpsm<@FUG?G7jw(h0zpO)ekik+O(^bX2V>AMGGa6aG3U&(
zG#K;g*zBZ6V=so+tv+j!otow5_~v^m9T^4epf;;7$V=hmVl1>-xKh!&=p#hN7)UCb
zhVz5(shF4Se0L$c^eAL!O!fj(^f@*>Mjx`!xNlM_Tj}hf;k5h)CqT4J6P|egxV$`(
zER%f6zj|SR0>u(eE#&;EUhNNsFDK${a!PE;ugyb2cA{GTrl@2(Fb%-1pdK?)l<%SK
zmYc}F(Ob+-cuf8L$6Vl&LNp-F44CCszBZnXr#;nFYy-6Yz6R|=0XM2x2?~3LAk+W+
zWzTNwg+AGO{KQ#EC9d`_RY2R2!CrjgVQUPv?n5&FMXXPbPoRKnAXd*OCDfqGcm%Sb
z9vx*L_N9`}q2S??#G;;S@73QURme`qn!>CCSp}4j>~w47EJJxuymWcu63ZdaLW7_X
zb{DdT`EIutdok0&dr3d>CZ-)={ni|b%XomTD?rVtpc(Ks@k~!i&H`w<u{I!+U0b`O
z@%fVzx=NIAJB#7e_F3kLXQa$&Hn?nlpG~bhTOCQuT%NVj4{cyBo`REpf&z<<5!HtZ
zw-BGdA7;MqE^u!Z*%_|lij;Y9I{K@7cjR`Vg3gDBM3_fI9YUxx=O)iDa+yI@?`&-9
z0;Z6cROq(<y<<i>hn+7h?%lgF)FF6+?6eSYcX!BcWgFA{)!sXZD`*CP)BRnH>_fwh
z6B>_Q*G7P}4&CyS;&T-~lee<U+R5WZMD|uGK;!Z;yRL{>U$WlVm|cg@*{E_!`Cy%h
zne^Q4TeqE+oy;6nFO)>^e48*po*9z4YzZ>1wPX*pbc;rfJrsjhu0dqUmZa=&*A~k)
zx;#5h1+fR1G$EF|{pou5Q$6sVH7wH)SK3|p?Y92hu2n&(+rA}a52ozcSsn*m>$kVq
zFNUdNMOG+wRWeEnST*on%E<=h#V*+M@V)CInbx|q9~e=o&}DyBYVixqz61@M%T@I^
zEkcTkFw{0SsYc$qAt8vLK}(#z01fTa5}sn$`Ro{5AspjPT>;BVLcDIZTNRVE`jfRF
zV4Jd#r4nR{LnTs!DLMT-zRP^}yZ3O~R*<|KDuRjw>u`!o?w@3nG+gGDr!Sfas6HhE
zvULPAd;7G3Bztj6J!_opNa*NfZFx02($5`gjfzX7f^9_Ov!TjZv9cykoeL?;?UMzv
zHeK6E7P(znT<Isyx|cO=IPd+uX(zI8oIEUVL|LyqQD%SEz6JON)+GwP#QxVy)Q)Ed
zj);)M_hdaN<N^UqbndDunheD{9~Ci2WJND*X;o*b(D|#rMV)Gh7~Ed8AUypO6i$C(
zJv`m!sxM(lC<73wP6^^CiKZoJTKiOACg5p#4>yOi)7{xgol`sOfmtGtAQ%!1DmnDA
zb0Jz@Q|Feo?{EhlK!9McR|(>AQ72N|t!wu?vJVZXMm3{dff;5<{LnhVNxT8bIP9Ad
z0~d~*CYzAG)kSD&l0=Oxb;wbjUrxiYl*B07=qm8A59Q6?rla)JMi1pLp@ex5eRJ3|
z;R;dt<Wq6G0^AK!s=^!bYACl%8`sjA8pr1XQ0l3608qMNkk>v`Cr8kV9^jlp1X~D<
zcb1T~xRc%hH&a0<AOLsnsnePDvfJRG>k-KOjk>-Myu=v@zT&!U374+lrIQXJIIa#>
z)BK`zAq%8;n4TXeh7lI<uD#q$f$ZSUK1X)%-MZ+kEIdHh3EDIY2tXF|8MVPDtXW3B
zXpdABn=r(Aa$;M&&%-4h0^k^+xMd&Cc7p85T$t+~L<IsI>FH>Ni$zN;Bh!CL2^sek
z+y@}SR{Z$s@;jlt|Ni~W=xzhH#K2ykq_Z+e`w`qz?uEZ1s{(f%Z9v~1xHA%%?g0T8
zmc?envP(5a0!@PWJ(;@O;Ei`nJeA6eIZNVzPX2qhy6s{=;*jagAmkN~?PAX*y8;l!
za@wD>`x)5@vJyD6+d|FcQ1~EeLrxePRs+vr2VtCdK{jH`Gg6I4gv;leNj=fHZARqP
z8$qM?SPYx?-wCp(ovTja<Mb5S5sHwSleSZib3n@b9|6q%h-Bw?flcg2j9S0|&O$Mv
zD$FePT+nh~ol*zoyF%VKhgt}o3zly1qKv?zDqa=GqaQX)w(7;$iHup~K!4ZKHgRy~
z=u9=nA-Hk!oIrG~>9SMLC2>Ge)6B-XQ)6)7&PBNM9`-Y`TebxcsLN^^u7UVIkqnNp
zF`X&lYso>AL>R8T_^MD_0Y|X`#NktqprBdbP7OG+BfAiah@}WKSG03(Z?6Xy1!Uhv
z)pU{wyh2k6#5xLiTM897?w{KDrecNP;JD(7H0}{*Vcc0yHzDXS*|u@6meDSD$8Hx~
z639{_TM!A^y~yq>GrpjKyZFTl|0qBzl!?;NC+e^B!c0xS;Z^XanzBLX4cgN)-Mwm`
zBKy#=S1%odOI3q3eU-=FJDOI)u*OBA1n?Q~TyG*QCD-Kg<X%~uYZtEJJvq2RkcCc=
z9RWQ8$0V5UW8E$)P70jZQBxMu2}`{1n8TimTMF)UzKC~s1+W*r87+z_OHk@862+wo
zFRNx_kxD9AE4Za}QpU-9Z%4{o2rjiD(J<Qr`)%9>VfBL>$#ivPS_155wDB2F4L4aw
zYxg2M?*^;`P_oG{zI5&)eJH+>)?wnY0(+(p43kz$gzrlC*P^JpT`z>X)jszpvP*Ug
zyQRfrWs!aEHpR|HmBHjll3y%MoQoq-SY2c2A9y}tHYR}-fGFt2$|r=XxT2pwJ3)5O
zZnZ|<G($x?gQRzH<dzV*e)+l*FKU*8ZI!Eg(LVTb$vn7Tbl!_TgFSTbK2C#H(j~PU
zC)BBk>>1y3*jKPzy|ha}`SlHYBNOD!tC9~oKx(eNnKGgD&ODKN5%}ybc6KkabA>jS
z08Jbgw!LNN@tDXbJe9LxN#>ul&-)SCGflD|k$q^`oK4|1>$Ggf&6*i_e0CN)c|1FI
z7BmZEs-oxeH;uz%bs4wSrPZx~)zI+C;gd9~0jRFuNzZ*~m@uj!wbFPS0*D%`ODiS`
zdJx`97t3i-Smmw7B{;|f<s-w&&3SMGUrm<^c)+71q#PC`Sz4um^Bcn{9A8=8UFF$r
z@M@V$aGhAX_)wr&&E_CpoV;{BFY@#N?*L(i?<D2RPygJd$Zoo>T*K81SMplRJ{R6`
z>_i)c#kZTO)7~|R$eyw8K16m_w^}&D$kS8-TU=<g$%Iyy9X%7uT$730MA&-EXGYHy
zuT{tlV8(OvZ{4_s^Le$YMEEOsWgTNR`E8frb}k)4=!Qqh7)%?zF^XhqMdVm7o}#@@
zs_&ZwHm$n97GQl4zn0Dqw(u-pc%V#<Oq^?X0wf8}C!Yood(TS3(j6607`r&`RQ-;2
zPH*>gB-ofNc(b)MOpjnl>&OK@Prep$?c!C|zL=Gup8#O-0s>Vd-=)az*-3qvDY=~o
zSUWU;V5UI5MY*fa_VZ^%_KbUXA+q040NDw*q{t53abx*@z_ANqx)8ML5d~GObasBD
z9t64}6v0;j=0<ibSm%gYa;j(P()1u~)n}tlx_;av0CcVg7u%4;)&$i(8ml9$H<f&*
zJjB&=;l$*TFU#0EYZLC!(m``|6~;H3B-rZ61@ZU-3K%5T@7(c~^g4c1#<V-TL-~gy
zE8srBgRCNvq4LeKVgbjt`pR~F`(*he7LFp=bS1jLc#Ts(Xz10GeKvW3FdtjIc2m?V
zc=0)TDMOZBitNmI9*X&rb)QjrFfyt~O8u9*ZF+q$B6}wIy9n7sJZxj57*ES^PJ76n
z_6&f)BEyw#C)$}CUVC5suK`w1O#(U1R3V7nS!!5&?!V%E$vZLm+RJ-%ghgQ(Lb4>3
z$4%8622(tpo6oru1806Dj>%Cf%bJsZCi(8f^-Di!zOf<KCXm}jWTzolmRCY%c&Cfy
zGSMj5NlWF8wxG>Goq|e6>!q{n>X(6S_riL_ego1i^M>T|F)gyhzQyxNk!JI+_lD?4
zm?&}IgaTG>+cx<wMRwZE$k{@5-y^CDUoiO3kN4mc+vWH(B73HGb_=qH*zEcSA2S5c
zTeOg?_^=aX7k+1&a=Jgde_xuOCu{X-a9_Jw0|c^Ls5ZMhprlV=s10=57XVbm3|>7{
zaHcwYuIxqyJ8=9~n09wtNX;kP6h#{b9Yt9M3MVzyDgyzxS|Hhqw1$l~OU{O@cW9FW
z@ZEcg+)|$%NsT{1Mu|sY>UiF&O(cZJq+_?pm~&uv5Fu34?Vg2aQ8Kuk_qm+2LdQGk
zRTVI2uTL>+WyWP6EK8-fM8<~?p0L~|dl&OtA_Ac$GMdoc2;dq%MUrVs*`8yoo_yEM
zXQwy#1;OlZfU^{uAY@pwSmv=(Gu)_gFOElK&v<xOAbaAihwm2$9O;;0pqpe6j}@r3
z!CkbXKsrRW*lb!nrcS<g<JX(>uC^q93v!*VVnMN}I#X2+9UOt76iy%XZHny4yp@Zh
zAL5Yc5cFFm2$^CQ{8kKOY))mYlHUOmP6^8=Z)DhWu}{JjfD(&7@pQ}%@W}Zs1P!21
zWf=K;4d#BL-~$nM(U`-_#cz{S4ADGW?(O~5>}15IpMVjt3JiZQ7^o##E8)z$VF|=!
z^K<T2Sb?@Bx)BYPiY!<{M{jrw?dhMEZra7h$S9%1BM3f717v5|19#um;@XG8gGSA2
zj_Z@-Q$~9f_Zg8rW9i+3>_WAdYAQF1-*Vlvn1?{AY!_5-rzAKjo>94N^*IP-NNPb-
zH@x<*0{E&(I|dd5l;XGU4OkDA$;+W)SujwME!eF)<}M!0kX?+Or4&?L@YA>8o5l;;
z|Nci!G0TO)Xa8_CeJBwXF^Z6LtP$I7M}~&wDZ&R*6E8CR8-|fY1~SeZ{GEhS67FRI
zVi2ClXwh66rE@L1?X?!a^c^{CTGqQqF?@ojmzNh;l3>%85nJYUZ1U&&22kUTrkjEp
zVdpliBM}1$5hXhG5978S{j(#Kbkp$dm=V!D*_`6{j^Lsho>BYamf2aaiB6!9+aPJy
zNxBn}J>%-#f$ST131*|pjjESh@RQjoOe9AJg##Cr2pw1T2F-=paro&IVZvIfIxutn
zEm<L?s)y_nfS7GGhT<`uR5kAUPqz?_=d%kGK=w{hDMNM@*YqBkV<MnxlPKKK@P#uM
zR4HT}xO;bml2U_YcRhla&IS`B>N<A~RELm-;Vpp7<_sIVvBiqVyLUrOX7RQqEW-TO
zyo`rQF|BJ4q9Js^l4sQi`nTT0PEpwNs)XT&G+#%0Xn6d@c&o@R6u`A9i1U|x@QCc0
zF4|4V-r-WfSnk*<VWQwLu5S=|3CEHQlQmNvY67?gw~ObyW$jDu@B;dY>|v@n4oI@<
z87H*51IO2V(SB)J<RQ2=iPIg{+AUnJJWK(;dSh=OI|2%B_-Ch8>g{0rkUm&f13A?P
zOR^;YcdeOn_xFwyQWflC!mF!mp0o{2_jcGn#6-;)8=eK;tr0Tp#qmVrLniCPj^_Au
zYe;4KL4g}rCsoHapHGyiSwhj=$bV;8E>HBs<X<|3w^bL}aVflZYa6C59&JSSOtI`M
zWM{@(jKXSBDYU77Yqh!+rem<QY^<2aS~}ZjWC!b<5y~ql`4%0StbGdQX(y>SWM9%m
zRHW{+%f++ISyrnnYx($p*5R((L4g$7;d>{P?Eiy%Q`|;{pmpEWZafHjxRdf<!V%Vn
zBIBVrr-N!tuNJJII(iBgcb6bK1ncr~N>jSqbMJZ+vJh&ZFw0mY+GtFtHI0jEpx!_b
zH6%M4AUjiyohFN+I11AiKVwApOquL?WH;Rmps0og%Irf{pIAEAlIMt3{B%k!S*TMj
z5ggNr%Fkon4x9HG*;7X*<AHANP^7TVs<|vEGMit{)CV$<nuDKu_o*e&t^4j^Kc1I+
zA`0ZmcW@Z3-a6PJch=Q=9PgetTC8$=bT-7dhfm7Wso55V3-i~KS(9Zj9TR$M+SlDI
zMTL`lG((Vd7%hD7Vl<#f6xJ<MgnGQUac^_&+-A9cUbfk?;u4ALv{|d^pd~)?I>A28
z94xWLWlGi3VP+C3g5m;%XGx|K2&=L`RU>=9ls4DCss}%L`q@%T5!o|Uu;-CoP8r*<
zkl{EkB2cDujT||Ff3SgX5jw&k6l-dV>^}5hD!NX(ZpQZ)*>Cj-*)f&+I|!ayP;<BD
z(JI{tueAtLt()=Q9@t5qSVaC~iNyey?FK;le<4tlHkCYW%J#j3jP`p@R%@r#S=wQ;
z$>Oq%cu0%nYC#J~x{2v1uu{F^E@v~{;C=6qok2pAu&i1wuy3DY&EUA8XAb+-^H){<
zNu?Du+jeSbm=ch<H2+0}6RZp4D>nAX`Aq~bS>5^;&z(O`OPdU+yi*YZo5zI|qZ*`@
z#by0SvheQnm)qy*Q#c{|l=x*4*)z7^^T@ukv@Dq8)2oz#je8#Iw-YuHHNp}q;vhSG
zFE0H`EdkA}D%o{qxOb5K{(Xgc6lSJ8gIknrW!$KYEqBq5=MuT)w)?w_o-qtnwMjai
zp+vN5o8ImKCOYaTSv5|CT=g}HCbk0Z5C^ieQWE+%H?A09m{W;JD$Ay!rJAAYub75u
zEIsns5kV{wu2DY4YNsP|b?G&UFwD=+!_ZA{x?H!OOFDyLkHRYISu!+(567^?@*BUN
zdFh4PaXbmUTN~5o<Sxoq$Qz;(hn)!|Zjiq)-8X61d$ffd{m^hk_Dpl`USuDB`@_SB
z4!`~5w+gm*e*E_2waKxgqeDM^r%|&H-Z^sa^tmgSuDtu^yF))6a!J1BJ3o2*-JcG<
z`{vNtv9YU{ubvw}=V!h_SN1QQyD)M3+~J?SX8?v;HHO+-XfX7XcZ|wb@MyIcYJB1B
zh3V;;nVDPDUD_5F7iBe5j-p+;PG-&RE(bOfhxT?n>@F>(^V$@C(~4@gdxv73!;>f(
zgB-+2>j=K3VRVC+S>w3z=7eek3x?8>kX{el_V`J9Ff>@-kcbxvFUBdR0xzH^G%<th
z$cVx`_ysPzUbNFWwYT+<d@@6tgCCs*y|*=J4D=(1PrzRWm`y?Bxszv``b6vjAkL5w
zc!$?g096x*Yj15}YVeo@*qHy$mI#rk#-r-PsrJ-Jcdy#L$PQt@{mpOx+82KH*Z$uI
z+ZTTIsb72QD_{A_Z+!7Lp8UeEHEQ<jzxLF#&piA5^Upu`+;d<3%2&Vm<gaHfUG>GM
zzWChNoC*J)dHR{Be)Y-hY!`P7Aic%czV@}>eD*hup<ux7>$#qNI$WatSHAp}C;w&H
zQR()}&wSZcUHSLbuYK+7U;p~s@4U0R7Alr(kiDeq)Lk~-@!mZ7&x70E^3<vw967M_
zvVQ*Y&lzJ>x7mw*P<pN2f~p7W)=T67()O|*Hc4;}AT$q{e&H&uzP7yPAo}P2ZBAX^
zz?NbDTKMOQEk@C($TJ(8o326j(-(x1vxD8*(WkXE86O{i^s(sHm5D3e>bV#FFsMW`
zSWsxvM*lLHR^?(QiLsQwTqxcWwRloaq-ixi_5kiljZavLgW0y@rJ*}0)Y+|fFS5V!
zy@SvG#<QRQ{O4c(-Ip6~FTecCE3drlUtt^PHB0|hH!e6;&}WOM46$;5!)-QTohSdY
zONyRu`$%;DlOO*0_1C`tomXG|&Ue1^z3+a{->jcjcZ}j!fAv>?>$iV<YI-K+C{VGl
zy!A|u>`*HqCcoR_6#@4WPgeZ1yzcEoOHjg}1uKH>V&evx7Aw;B7IqG9`Q5vezq4t&
zjdN$JOS&n<;t{(fJep=JYrf2Q^5{t&LXBdOg1px*U0YdPffqe`Oooc$AKPYfa7P`?
z;%7ujQ4#KQG0_@z;wo>%H{4sZk&;!0R6|`nd%@pEooB~^``GZPaJ_A8c<lJ$?%QM8
zy~^z5)xu8g?_Om8(RY9J)!+Q;3opDdKQ|w@k`$Poojo&l=F<5~Gt)EEQ`0vlZ%j{5
zm%O&N+1%XRH^2E!A&r|;(>uk$gL7XH8GMHOVdc`n8C9c^7_BWm8%BQj9^Xo2en2+$
zSDb6bY>K9kl*t6vIo%*$=v9nYSRRza9TnG730zC+Jp_A`E%<TCS6N-lVf5)G$P%!r
zL`4B8F?mynpv(-fGJ3wMjgbhCNFNJ9C@SmGU8-){_D{)f;SsA#l_6c-yC8dbHEmfh
zP0g^aZWCi5;ek?bdF#Tq23CA|Bcbc(@!f*#ON-Sp7Rdg!FMsW&mtOjL{FkFZP=Fiv
zL@YTqcUG-lYr(5UCO02MD;m;#e4dVG+EA7LpS!xXUA=MhBeG`#3nIh9yuocB-0#{1
z92dCGeH0)G%O~p&EiQ9`2Vq-TUR_^bH&Ah4pI@;+nHf@0X5!R2kS*a(=NDrQ02P&$
zc(sH@d52NUvtwsP11vJ%YFfEi+h=DX9lM3mBI8dmcRVSa4Xk#Dy`*56#;{X+HXdn2
zflMLn;LdJAcHC8!aEZuX7lxGz`#jCH3)h4(`8B4Hgs;!c-j>lz+jj!xRd<ZYUMso5
zZx7z(Ab!0arbBf;Y&w|;vN)1Hf}MfdMA1X(e)y)+MI}|d@;3ZFcqGqTTq#$joK5VS
zzA<eAbx#Z1s4_l#I)|%i(!Xki{rsuS&ongi&eEF(1F5ZSdq2lK2=}U03;jQ`E0CR-
z%Sny;&|5BYvQLnmE~biE_`%Cc{yD-Q7nV$1@>MZCr8og|lRs)uxhnEaT$^(z&smU1
zNs0CafbJ9}vu1AZqNQRj2(_kjx2nSN+Mf~GYXufQCNF9rmYjv$n|RGFPm<}Xlog(-
zA_kXX*4RKM4h+`FiM%L!UgUedpSt;M;AFmAZ*#Tgc`5Q&8xK8u{akJLFEyjoT#X{#
zD`2AVAcRVCN;vM<r9iD(=>L)3f$aD0iO5w2$Mz<&fBbWh%9-MNLvR6e!HTd-p2Xbr
zEGhF>L5uWUm>D`bWt*9t0s6pQd)GqttLHCM8eyhMSiz$qK<nI%7zRPxU$}ZDiFS&4
z+LvUcS2d_b^Zb#B>~#e;32u88AAzU34SIL5;&&&2?(W|2+8t)0^+3F3(HqJ+4Ndc8
zl`99=xbK5(dPk#@FfzfpINn}YskVJkOhDFN27hsGAyjRZ$jG;SFBgi*TRKlrf;bOm
zsvVzr1vm%3U%z-gc_WiO4P|sf&w;wODTnu=!R|ozyW#6pRqt+(A$x%4q(BIy5-3Y9
zP{oprGK`}~!gr>qVrp5TsemDW++-Q6G{AjpH-X^$ckiz*t*{5^bUuEHzmPWrV*7k^
zK%ct&Fx|Co#4Q?qf7|yKeeCAM`zOwho#DJ^m)G5i$lgdo(+TeWHfqqV;{nRk@8PC(
z;0c;j!Zv_TYP@1*AtyZr^erJ88Wt1A2Emsfu&Mw<GI;5vt<m=0Pb5~>jS17PN1IQ(
z?#jTpDuM&#*Q%J|?ey4|$d8#BBUMqn(Kh1nq0V7`0Xxx7iWV3@%$^ns+j{@v^3OFO
z``wc6PWl;qWT(5h9^8$px3))+{o_#8=AUxh$t%~D`$E-IN5>?}i98f0R&09#b~q0G
zVRyq&IT+8jq*zV_HU#05gZ7yU^gORzjSy8o@_tcZjR?C@T|mzc8g{Ipt1Eq&RsaQk
z0{8aPDYme!JEbLY-j`SGt0?9Imq|?XzeIk*<*MnDlKx(gwj?Qb1lfHsT{f!E<^+fo
zkt5VfVyaEAo?#+bKXuGP**A+fVbWmuZQK=AP_oF@QY0_PARef!j*Ag;?#WDqD$N{!
zmgMuEHro}*&Tgcysu*ThBRidccm3`yq4Z1FubjI)VeQ1@;{ezER<SQmH%t%N^JEnf
zdfU%5Hts_IGHkU2yR{de=jN-qwZb#kW9IrzHMii~ry0mEt#$f1C=bRq1wyo&&Hy60
zihR=Ceg1a&eItp;-bg&5q=>wKjT&@*ocRFRc~S~0=w4Bs@QU9%&KV5vw;41f8vc~b
z%gw7dC47}w1b|O!=65##-hX6A3UrX_>KnXnz8&k)eK0EjwQ*;|60H5XySwld=$|x4
z!y2r+$<vAXP$QIv&8mH1T|o}G-?$U}3u=dops$>5%53|pLFb~~c@Kk+?8JO|afPQ@
z#T&a9*(pylrG!R)jW*^wiHq{4S;eAW4ETWQh5rCODFfxIp+ddf@o}A`ik)uv^Ty>#
zHMinsekP}q*}lzGeV)R4o4hhvWkpmCDk6Ka0AgJv>UvC`&0y0xZeiD%932p$tynHZ
z^I<;V!pFxjz{U5rltWY6A#syzP`=OM`W-;__X4t8@g^?<{n=-OC5eC=vSR|^-bk7I
z9(%9ZtnK7mX{5MzW3*GJke%AG2!ErE8u1;y&GmJY6>(XQ$*MK;e0FMwzkp&Kc_U{7
zDAwgi;35|mZ+$3ZC_}^EwJBB${W&}M$WDndDdAw%i`c!$PHhUokvNK!xz648fNbDm
z7)?=CP@O38%B9+aPChbHRal5hj)#Re&(zDVmIil80pee5V?<;x7SfQzP8O8M!^JI2
zp4B0o1-N$75^fHZqUDlsP$faNKlQ^DOh37TMfvhL^Uj?xuiTAo-FlGX=XE1S3tP86
zbEWpVnjZ1sZYOZjElM`MW4-}!hqi2Ws-R#J96<CP8PQ9LInJ_TKT4pko6l4uyiiy(
zE7?|UKB*?t$Af6Y*LHWw_h3xEdyLDVupj$LVSshVePF2RhNHM7)&tB_V2|w=vv+^a
z?gnJPi$7}_epe&AAUung=Wd-$u2EA=*MN3q8}p-OQ91hs;noxHAEyD7z=_6#{`QoW
zt6Wak@!hIi_3URv_NGD#3Q?&m!EIfEJUqj$W4Vcf(&{NogrsL_o2_I^44_*UwUu6Q
z9Y=m)elei@-LM|J!SoL0*)5e>Z`JmE$-%eWEPN*H8po5f+48krq5RM=&{R~j&4o$6
zZO8ssE^Bx<uia2?1g~K_B%PZvO=gA~;d*D&%z-tiRdy@0U=cqU+GvxuYeO^0`#^B)
zm%kPt239#W5ypA(TJc7i19vX}&d|9lFRNK6P1Qml8Vo+NQzI7E;D=Um!tO<Ov2;02
zxvC5z3wET}S=SUed!FoYshT=6gl_c1@J-~A_ea<OZCK_hsTmLBM^91d&_sSs_)a-Z
z9_S;omyu8b^VG{O)3~4w|6jN!e1PoTt*O>97an1ZD(UF%Pj?iq2N{eC#-7?LaVOxL
zKzx{CS1|1Ir}F*iTNDclSZbyz!*}IjMUvgFww`CR^Pv#U=)_cRGRUD}7E}nwT@7C~
zwV}4MI+Zhgc>?GylSGgT=sC+|+=>KYj^6wttk*JJa{9am3yR#5N$7&-O>Wu@p=vL;
zBzu@?dvm63V^YR}He;98cD`qhl;`>0wH$n8rxmeu-b73p;EmVb`1;qr{;h9)s{j@U
z=M?n^9AUKZDc38MtT+1?d_C)RB*81<&;me*C6p88AL?^PTDY*Dq`Umg@zb&fDz%vF
z^ldiqi0owqGtE}#VXMqlRc&CXI#Lnx6Nk60^T}VM+Z`{6;dEDF;s-%s2!a`?=;ftl
zQ&$4ScQyq8eIzcDoc^Yr;E0$!m$O#(yZc0GZ%h{fdE%Cr7v?bu0_b2Ak%hrUo@>2~
zE{tbrn9as#4{7W91)D{o&0}RjSuC1sV*qL+t8OGdZ#<yiWWA+@5CBw(=e?BA*H?8|
z<|ku=2~=D7ROVW3r1=n8rXFoeUb5?&RSEBo{2Y8_r!-*7*2_&IRD#U!y!rOO{+(}r
z`&-}6fMzgvfVkMAxY^~imv{usY^f;t-gLBJT~sX?-fa~}p%_;yB;vayLHfCL?owK!
zpAJ4Edl{LnWX9WfY+)Stm`3$Bw*(<E!=N6;j<2c~C8%oFlb=admD~{CX0-~`hne;5
z`tPV@&PQs^ru~Gj);EAiw-~r75u}g95{~2H^D$}Zsk!ZFYwa4KDbA)`-0Dwfdo$sk
z7c54tJf>=cgSY3x^74%=94@>IuU@#~EzC{Lwe3werBB+xhw4~3ozx^SR5)wa$t-!t
zGR^vC*_Ihh8MV;sHUp0ALAvj(n{biQlhDaASwv;x?745h^sR3V_7`E4!7ElFcbCsx
z5+xIdr~7P8VO<0DOC1Vn+e!9}+W8$W14BJV<69L;m=&zM(yP|s`Kk@uh`6et&cBXq
zKO|LW<^*rEBmLeP8Xh?uoJaG)4K*#dt9pboKf{!}d-qM34(lQ7C#fswC$d{jVt#sV
zDa1f7-M)1@m?_EH&glv*3~Y~S0!xUT)VR;Rqqz_PUtWNn+g@-NRddOrH&cCB(T){i
zNNq#2#Sf7e!xTJDOQ+a8o;p~7?K(j%-L7flR#ikV+7CFg6L9e;87S{gOiYnyYBn>Z
z-}>oW&wus#LH^d8rA2Sum^puPf+@mD58iHNT^hhm+pjLIvRi5+^Yq)))!?mnXozld
zd%YNYQ|7GGfM$FD#JSNkCPrD|geyVy#rf<_r4l}T^zp}GvDtF|EP&&>LOIM2-!?Wj
zXi+v^BW6%@1r3!g)p=#zdi72Fsm!tB&*FCQmkvI`=kOH8Td)R_^>+M^Q!JYw0^><&
zx}S5*;kEVpQZyIS<~x(YB%f88G&(d4VF`68T5C#^ZZ#MhhUxB`cW`R&&WsnmG3*ZA
zf!dyHj|gtKm!iJfQ)P~z9)qp;amw_QwgC-iM$V*b<w>cOzp!^Lo9cu<G#GSbzjvRO
z5c#pmJ>gsCbTZ*<^o`dJ4(wN4X=cO5`4V1gMb?&A9jW%yEfIguvarb-ag}psnPE}Z
zY|!N8X13PnPdSVCj>#A{f`j^3HPuBF_`6A<^21Tj#psI2UPeg4dQwDJDj?4Q&=_sQ
z+{V!}v=*DT;5{<8#KZZO`2=yB@3$!fG;4r8!el7RE{&dPWjhN}*HmdH`FhU|$cT@A
zJbV8fvBY*|oN(S@dZ1^G4=5@wHcmnd-bmMpkECXfhiQO~>2I`jBhvMuykEs8i%YRz
z!FUQz8EVS0UC6Tx4P!GUok~7bWyp1g^kriz_2*O>ozUwxgOBXI-4xu#aA>(uL6nHw
zAlJqVEGQq97-g68LGroj3WnGJKNp_TpsQ<DN~=6cYN*-TerTkilxkE~tNnWyON&bp
z*~>^M!1Ax8&#pr)rLE0|D5a*72~&*TZ4;(;TDi5#PW)xIqAXjo06<t)QKT+(QerW^
zR`1nGd$P&jWJmSEHO|JF7;m?vT?)(zrx*Y<Pf#GfXwypuz-e49!I?Jif@7~t!r~O)
z5wq=$jF_G;ekiQr!POsz$?`kxxtGxiy>2t$$j*83vfv{_y2>RPaAcSBGIBL7b-eZZ
zsQz=xU%DZ{dgoFZ>I_d*>wzR>I%0uY-+W2dAngR-&y1e-fDzftNND1Phv<5l#@eKA
zJHNH0|0T%|+4=Zg;GE8Rue}};<|OHA)hwB-h)$Uns2ad0f*s^kDSO|>7K)3m-IQ}F
zHr~j4sBN2`Wp(#-Y+@QSlhd;|+h4K|5UV3nJ;DR(WYYtyKz4vC0}!&b>XSE}qxSf)
z8&{PS^PV;vaAc<py{sxsPnmXLkv&;Fc0rM?g60MoUjHzATRg1`B5BrJQrx=@xI-ZQ
zs1l$N>&Ayz{c-!9M8k-WWzZtBml00}>it%V=vV@rR;lxnW*#TS*8#XuAxhH?)wENc
za5g=Nuqq+KUFKTWmHnL>UV2{(uOao+wW-aOSL+fy0h(<Bm}^GvJeN%m)#i7u+16tY
z4XeTxD-Z(@>4~~+91Nl9v+QkiSUSq(HR``|T<w8rkLKmItw3C;3aHV-wk;jkPxi0|
zmV5-^mKuq+$JUU%mB(+|po~uFb(=v(_7Ia?yVGb*gMmeMF>0puh4Bg5pYjenu;=D?
z#n{H@wc)sM@crYN2w=_=hh@yS9cjw3Sp)sto}E`G5RtuDLX*{8&<U`IRC{sb^lTc6
z=e<%>8NrKpphKuPp1obt$1m<}XU|GNm=YD1eNb$$vPzUnVP9#j+m)yDcHr!p6Wd+m
zB<$d=0bj}Au%=Lh5_)0|dYJK^u68D4-4T*FHThC|(>JCY84NDeOq5#&9NyLKr&|YE
z8j_?TThwu0uUkV(`?0i<5Iqw}V4=G`m+!5NnD@HPAR{}6ow8~)*JCh|T}nNT1zG=1
zE{RUB@1NH@YRQozgS@ovBHck<Y)_`MU~7@W!C(WBO>X}7_C;)*Ok^h4&?+K(frJVv
zgC|rHUQT@W=F#|I3EaKwgWaVv>^YX8X+>+>PkrXPDth&OX~roQWmTh&fB<v{ov%iu
zfXj2Y=0ZtZA~->gl20#DRw08tznEAi_ZsEmx%?Kbl6{jP=4Cg!%hvHE0>D(zGk@XO
z;f9eJvOj-o&V=!<_y}7AsCn;}!V?@|oVa5_vmH65$}!YJT+6M3QZxRZ4y-^Y^zGDu
zBRer^WPA=FvV(Q*hR|s0We|Ub?)5Od{xM?SNENiohsTFPiL#|2gWM%XwIS8jkm9#y
z!UBD_KAFx5Eh7c*9`$O}`$c4LB&r##19$t4npGXw7(ln-dV7885^Alo${@Bk&+Fv5
zbXuiigSvdXv%?lhSGsQn8zwXxOx8eXIxKd-ahF>yp<r1mR(&IJhC396sF$5G$nJKE
zC}iuH1hwI~Em9;wdjp_(QmNlMRYs^=Y2!m4?1#a8J4h;bFaO@V$1m==N~m|_=O81y
zT-&9y+g8cW({s>}UEuxB%AN7!r!pg!LCbWnkK#2)xxn%cT?{;?KDc<h55%NNy+*=*
zJgJs9Y>9Z9O5;488|~9wR^^JwUM05Nbg?EImy@qf)zk1B8_m6S{rI=CylPVC=HkGu
zXj&E;VOd#R390!33y?Nqp@QSkTv?Q8JP8t675#36k_Dag@YK+-*toH+Ew8DPU0Gf+
zND?9D#-e5?0~c>!$WcifM?TXD>5u?oitHYc8xF72&1{<RnA=~U@UpY;TIF66iyLnA
zTzEhz-psGAg#H@cB|T0{Sgc;;p=2pYac|u{8<Cwd8CYbe8_jPO^J(<b2MyVYIWvCC
zzwn8Ni7VE8uEFp+2e|ffLyhtdjVMs&IF$m~%j3226V)={POepXMP#o<cCMR$6nk#9
znI=Aa;_U^7pEz}Hi-lT2cFd5bKEqcL2W+NT8Ah#bgAdud7D5jI>Z7h#Z?u}BsO_^W
zN7&3JBS2)9tx?fYvg)UfoigCmGWQq0r)ArVx5M&rVTHgnboTC1GxrIOW!!ky!Yl+o
zoAV`1!5HurwshVW1J65kglmr!VrvEC$2LTgU+<E(S*W1@>Qh5UEjY8jzV7d!)on&(
zA7o?~mMks=9W-QLU0xYKwzWtC+ndZ%?{$DYcZg3%cUhKGw2gA87M~V%d)>=}Gp-(9
zSpMCH)_(p%jeWJ@cr(vERZtPxtB^f->tUHx-{$od^)QFsk#wivuZviB7WeB!CtE*c
zd2vO8HN}_wJKdH0Njb;0OV^k^h{^2n?c+wdxxPIh_-3&KYq4n1+$fR&>^RP>ESL_L
zZ9c^22-p?32j%v4b#nNmHt8k>qp{L%jZO4ceD1R;mgk~IHb3%MpbdtGx%TGcxV&#u
z1sPf*jWQ7)q;K>ubEAmt1C8u=@0;~gTlAH^*?~fK5m)KaOf7>&>ud<M<uJT@*K%{>
zc=Wk!HLrw)AF`|41992Ic3~$>g)3X@5<GpgavD_jri1aZ3=zVJ?A6E)gc5HZ961%x
zT$26Hx|L@Nw&kT2rd^p(NdYJ9HDm{5$;S#|s87S7D}Lja7EqwKr=aJtQ}O~}9W?XP
zgSA|Mw#g}0mQT!>W6mEJnRl&~RZbs2-6-J#>t*pEyKlDz8{pbaxZl(%PV9}#V&m3w
zFEgs9!!FZ648aqr7HITEgEF1;qKz;@nAdL-XqP^Q)#@Otbi$7O9N1{QG^M;@fi*Z#
z$nIn7H!g3k6T*xSRjjuc3#Pn*b!cv7Y=6^cT>dM){L(}U*5z50Mne1`8V!sM7Q1JR
z$etJ5#JObU1#dlrby{7m`^{@N8g5r_m`~BUH@XLr-88PDqo#%_KM0|Zjk|5HXj-20
z>$W5aqV7ITZfRKn?LZR0`R?%5_-2@%H6VIibyx$hIpBgSO%P{jm`8v8^7Tz)uYmyO
z`%hO`wVF+b#$ncHnH^8zxlByvBlpdmC^Ilo3-3r4BVEC!%q87zlh+A5wLiGXelH+<
z0izBSvSaV-zBrt$scz<xpGC0l!|S0|YK1G8HB(n_Y3NWPQ(9xR)RGtqfV3oll&bLr
zEmTjpL}ag(+5Eiq)LRDxAv#)*fGxegGL82tvV%gxk|Mika~V=}w+$_n&~{mYq8U{M
zN~yc|E!i8JP=$|xhKid0a9TDnqzFqY$&wV-0A%g^w!<`1Nr)zP=&`=tH@#7<X6XNs
zi0su-^45P#ri-hmxicc><6OS!*61H77mk4GwJCV{wXiCFZ;)NLV14XE^V~~i+tXnj
zdq*wMNZnwdoS-;E^w~3+l??WBh2m3(9TG{$1W&wQie;}NyXoy9Rdnm_#ywKjI{|6b
zv&56iG?^7Ot^w9tk)TF>cI~*CZsX@g|8~UYVfF)1#Q=f^U3;RgD8Qj%F?m&vwt~QK
zkH(zogdN<8$leHoOCINa3$iJynVFoC=MrWwxRB--x6ixk`Nr0u=xN3ZvY%`b*>S#k
zb9LQzRS-fG5!o~0O)KXBdVrwtcZ0*;PZZdb$c_WmdniGHUulB7N7}fcTahbuVqWU{
z>bgXm`qF~NeLls~;4(w@orxqUgm`~M9i7^Mpe4Ej%3bP2h?1Wrq)@a1K$q@S_28LK
z*ukBM?0IZ$V_y^<^RNu59fm7U)()?{wks`RI{lDE;H%oGvFYi&o`CG~gROcT$)_!=
z#8y{kE_lp{?5Xeq^bn27W!NG6{Oo*{$oKT;UPX2so3QQ}6M9E{cHvyODXuG5PT0lP
z%t7N4s%`6C`m7|YC_*5KX2-WI*WCiO@Xh);^#g4zuT=6G+iM2dO)d~Oi^vXWQlQ^K
zOC!5A4`^59+3E8XvI!Uc0|5cFNlz(i3%QHqITdPeX6J*q-oUBXl7x0wQKWf)N+}G?
zT66D@6qma<k|38$69lIqu?o_nCeQV8TwS)ZxEv$L+VE){9uKEJdqnm|9M#5giW;!)
z2(oXER&D&zlO}sAx>h@y8uLmY+jy34T|yE$>@1C5EQL{ikY@i0PjTCK%(|#&r9@<h
z=9%*tkv$_tOFKS2De{xbf(kl0L6-x479+cnLa_O09b|9Rt%_<B-^RLHK?lmi2i*>v
zpMG4jsXbUv9}298&%!2a)e;#qcMRAAMxQ;!afX>ZduEqLWG{~kC0p)1vM2DtLbgaC
zr-O}QR+{qllH>11v+<*+C=Fgiu)6D^TYnC6idh#X=yg87ql*KM$Ud0Jo*<q4_2r4N
zb6~L+l?JOees%5Y`AzFx)Q-HT%SnOtjN8NHoyBEnSPSk}E8_(S@d4uQ@U~A#BxoM$
zLVbb?xK}*x_WDPEA9hci_v1|TG^Y@eJ-|8?H-%jVMUr7pf!-m<qtD(Rv(>$7K#)Bf
zo0aXsnXe~gNBX~G(F`g@0UJxhmrwgYfb5Rp<9E}u0vg$o9p6ci{h9?sM!M=Qm3gkr
z!r#H2)Je~<W^jCVA#QUP6qR8ZUa+~|=1u}fx$JZy$2VR(__Z&8?WLDq$_BrKJF;)^
zE_>-<lwt2Pf_YoozHAgstR1IC$~<H7>XBLJO?Hx`q@)1G4zS)OOFlvN5RjK!q)Afy
zBqDo?;{x$Q@u?K2CGqS!$w%t0Tl6o}&z{Y*Cp;XHy_N^Ur+epahlT4GR|*#5uD!79
zM^qh1QkYO*Rgly58<p=+j8VCxDqnKZ=TYq-pl7!pTx9>~Bi~1`-lnJ*?p1ziPOHCk
zrnEI*{_UT>^;^&V)_@>8kK5``O}TF3<b;;BbK=BuJ)`Phd3K>Kk@FOk13(`cv4K>J
zR@Fypx$m?nF8iQl=%M@3Ib#q!@ga=NGKt8ZB0E@5Yv;f^O=1yLE19Hkttm@%vB7>o
z_L<3PeAs72UG<Jcu1F}<P%FE$KD%M?bd(<$NywCS$&7EWAKAva>2^L-*xv2RTxFI$
z%BYAyrGC;UgV!D08CYbOl7=JM>m$pON}@eUp!;^P#Li9p?zeyUTi^Ot1~fak!$B(p
zrj!yxML44FP}QW#RryGSDK=xnqaImdj3Z`@idTe4g-myq8!pmrnfLdOJ029ykrU?4
zjlSQjrBR^O^$XXt!AE4zkUfAqbia3xe%q;4JN5yxPYdFSJhPB9&Cu_iWPvzNhk{r^
zMX$Tx1K1AVseuu`6u<p=|9@UOcS-t5MPL7K-SCdq+WKHbK$SBnN!qYkw@J5yfS%oY
zV38e@R8Q_s;>_?XVA<j0Z~pM7zx~{Aee0#2M|M-%#nQ{vg&I7hZd4u*C^_%xzqRF6
zOVWu^_=z*6;4NC~ax^(!S<c-@S5JO0a^l_Nz6^zdCG_RiK|K2O2wbcg!T^rQo{3M2
z>@eL@2I*G-B#g>%LNAoeK0x*vQ4uRafz)0QuuPw$M@D(3M3NwgKZo^8yNwIwJ0$7!
ziD9JQhAV$zFIq|sq@SeeMdxkzNgpzPmKK)GM{c{5Rxix!hn?CVSY%gfUOW%+;P-y?
z+*h6(glN2_*!U4;-oEIWTGk913wEHt8bYwH%syQX8mzkoSPzbQg5%Kq#Nn{?t5fNg
zh2@Dn|GL`2?^p$iA&8b_!;U_CitIl1A`~N<M1kz!{G)w<?9-4vR5C2DmJzouw@Io}
z=VoSo2mqi1Q}#0#qsw<`MM&k=Rq=5vx-RLhJ`@FLwH&#UL9j8l4Sr}?4R%2G#0H}n
zg@RQ;_0;^{DKyXDcVLkn(`L@;wl`Jb{K2V>m&z%VWcL)<p243XW78ebDd-pYu=3Ox
zk}~0*bK%(u_4zZw`mqnjx-RePfzt_n>Bu9pr^pU#WKzJ5Eh76CuVzf!jUBRMrJ7Kx
zXffxtJ3f~-b8`l++03Nw1Hzi`=9@msNBMw#xLrdsCI$u!_26O`J~1g(*RXLnC|}#T
z$aeVV-OOCJi7rmxm=@EkuaSB)jM{<KIWjctgEa^hoUeDSsChz4H_+|Y9KGG65PcqD
zcWQrNk)1<Y3`_%p>^y7ET1iRQj6?uOsdn0ljw%Ls0bUtBc4nSqk>$jD$FQia*7)JP
zi^-ojlALOFxw&Qn7?HhJPR(vJ$1Nn;?|-y(dr6US{$=%Ze{cKjzJ<ywOzCW0AQtlE
zmFs6uotdAV6EG2>>NTm!8rKh`=IeiYebc)AQzPmP7?a`C?I+Lme^!^9CY5OmwA1Ex
z{t8%6<BE01yn_cp2`k9AfYs5_nX0e3Byu{`Z^)fBQ+jPQsMQkvKQge$-qiLR5M;L&
z4I94v+vk9%sWE9OJ3ciC6&m5YvyFVffZ&Hk=BpK2h{Jy{db|g<@t!dvdx3-k9l2M`
zV42NO=g@7lswt1{VPwbcgyqf}@`q?VWG5OQymREouf1{g;+4K3J6{j7^O2Ksmu>cT
z)3?*b2B-m^mKT<Hs;I+#r6fXeQ4e6T7kx^yW0>RvAD2xffb3=;M`SP1X1zPr^!*M9
zvM<ao_!Lyr(Pj-G@7VBISXLsLtp@1X-i?smT>gU9n1l0PGXqHfwQ!%^y~7<6ou7{%
zqw#tEx4x`6jM<CoBBb_;BTgN@h`N{WVPrRp&~(?Z{?A<u7`}i!dUO=5|LD~pUOab^
zuJ)zZx-{wHL6QX>7Uvd}w)%K_m`GJMQKfG%H#E$2gzQ((U*&{$@fk~Ywd;`Gn_>%j
zeWETl6R)fq%B8Z@PcI0VR|`9}Ke#@7Gcg$uWS^TV0^g>Rq882?m5r+9i;-RDI5w<t
zmv;{<1$9kt-D(5(lA_9I5F)bY#Wt)(ch|hP`)ZX-)?Kvv3X0qBVPpqkD@&^z8<73p
z`uc{H?!oW;2&~&iJ{*~uvY!0S;)2^^(v>;OQx<1a0V@zKt;_*DnVXhdribpfxpiYk
zN`ej9-EPbDw(F4HLov*R98Jpek;-%nc3Ki-bE?c!mv56-3p=$Rk-d?>T=F;r{<Nv~
z&Fql64Pd3ZpsC5J_4WGe$u~uIm_A|>TproOci4}G34_}Y)*V1-lWrx(FVE;>wRy5c
zWUmri^B<{;MhTSqub>3wOJ2BVk$q^``c8uIiNk(RNc_y`=@i!e1@U9Y#!QmEdHp7V
zDoLwOnz@S=v<yQ;+Cpb=L2+FvaqHf@HhyfToR6{5$+NU~?QTT&+9&0$Gtz99N9Zo+
zRH=m>`5BQt4^?gKOaGnZHMcIa6oQEuRF<+Ui$D8rd)^&RN75A8F=VJ6+799lj`*yb
zZ@8$kv#6cF?;SV!y=suhlNx*FK&*@4?`-d+s<EFsR4tPyQAGB<%!Ug2)wT1d&U5Z+
zsn>@idlT7{FRZOCuOTmLt5;MF_5NFjGi0~()7O7;>cmM<8(^*(8+ZO9u3ZdY{Z=}A
z|L*;bI~zi~5^AAxviG;n51u)J6k%2Bnqr%LvtH~6WS_c4_4T6j{`HwGI)sMS=Dl|Q
zY8S;euNHP{KO%b`s@mAUae1;G$x1S1@`K6OKkxe@jPzlsncrS55A@Z36x)*+a`edY
zQFZb;KygWaOKa_dXHl_0Qru774L-h8Yyem<?{5x~oRrN{cvi?Uy-2Qq{MgCy<ENw-
z^CXJMo{4S1o%Idb3Qk-`<Ua50O=M5vsFq<=!;qHGP2ZgU$!kB(Bm0lO^TXde__Nbv
zr&pGimA7?0xLWld&4rn{IeljAv=Y9s4IP=jF$ExG-m6;n`e%UG>r>S$dR1h+cXu~g
z46O5Zdv}Ze^h|k5oUx9iL_N->GZ#C=_tdM()WQz#L}brHRm=My|GaiqS}jj{-N4bZ
z@V**DC|ClfSehFP%7J5gQ<&~2^_3q3+&5Vx%o1%Ztys}gwED~gcU5}>0OesKVX}gs
zmfD*fx8-Fd)8xhX1Q<CWcUIT9p9W(;tvSK@!V4w><cGJ<kv#<(m>w#-Htup5Lp4r+
z9k=|8-mA#&8C9I(Ot#b7+MO#Gu55$#B-?)QyFYsSr*B`JxQI);JpC&1>`1G^NQ=1I
zNW|3S&EfYxJow#%wl}_aPz(Xqn}fD(>50ZNn}2Ja>{AYq-O?7FbkfGPlnKip9VnJI
zE+42%s6+&0ld~RqQWi;|oIPNBgH-h-(7J<wp4~bkdmgG<-Iw_@%c&`QW1j05uS$yX
zDN-|AHg=;Xx2{&x1oo;)aIn?d)R>J&z`XR=#(g%m%`);K((c3SVPd;XUy+n?%!S;K
zy_d{(w~$?WNly8A3MQ*CV*wE|J0xwhpOHOGV^0>S@hazT&EH6aqB{rc6ww|=cJ`7_
z5sA0op1*za_*gBnI|5<fJv1cSu5g9@+*B${s%};23a*6Q8M?lNK6!Q0EhbK%bFXX|
za{b4T98=c^{e9n|WY3*9+bLxCI>Zu{5lZCkpefrq0ka<HPtKPpWxB?ok2?9;Dhr_o
z2H>M*@VbLL5!nlXtm!GdU8Xjbk9_0mq=~pXv__2#T@^%b0_8_xmSyI)TZ)_m!Vyrn
zCMwQ0Fh|3u4cG<(1-_=b3F{?4yq?s|TZQS^d&h$3Uhm6siL@>^ed?^ienxh%4rr`9
zB<IN15)avN6}Oj>{heV_K-@UX@BQrE3{tChfcuemj@+7>@d>uDyjaJEmfQ-_Qw9&s
z&1V#K9~mC`@ZAr<y5xTT?mzzC8)L`Erfy92^OHb3hV0D9ljrb%s46LRC^G2W6+0B8
zxaG~OH?6J5h3B=EUzLaj$S_E?_YMMjcI$yfcB{)4Z*RZ(_HTdvw|DkiZ<c;7GrtML
zSldvrJ;TICI~FqIHA76WE}iEi@2PW*!N9If@Xb6sH9XyS4Tgr#jh>NgVt6zfUe)n^
zi|pd?qALWscS{Gfp$V1v!ahkK{MN?hgM5j38G@XmBv&q6{>k^ZC)tx|d>&-Sj*g}u
z9Si1GE-KaPJ~A?v6vMbFC?6jghh-xlo~Xj~?ADH-9vwH%G8wv72UE8_lS6*rN7hnR
z32iBgf~;KKPTD(2HCYFbj_S|tiU-N#W?fhC;%p#72NT&`OVgU(Xii)xkS>wzU;&CL
zEtp1U3N!7!ad*eJfkk#v=;H0n=`-K{*0*;S+1bp&HE60ml2ly^*;U|J^^;%!|Fd@|
zPLgEzec1mQLnK8>pu(0&6P6sJ!;Y{VQkXUswiO|P6a|8mC_=XAaD>7p2?j}#K~jJO
zf>`Y0J{KT>0kFG+-MNpxyZSz+&*`4-o}TXMxzC>2UBI80*`1S}Rh5->*I;Lv9Asx@
zzI^%K@BO~N`?2m4{5Wl^1?KSqvBnn{CTn*u>ObNXeT0$?d!|>_{(NsDd&s@oe;Vwr
zT}@{$pH|EbV}V40a++3G%iHhb72YV39tzZe&IC!To$$G@F0BU0E4EKlweKQ48_do1
z&DcsHY|r`4y_@4hV{wt3@(!Foac=oisDexN>wq#VqLr`_^GTv6nVg9)6u79#k(#~%
z@$*dp_hvA(RsGZ%s*pSd(LqMTtVvxbbvH8wLOZk*)%UKES4aXR3DAiM1FDwkL)T$l
z2YMFSYfgGERH{)QqliT3ThQ3`t2^leZsl;vK_f&BrUw^KuG$6M>GI9cZFYF=h%^^8
zzD#g_c_-6X-kZoS5JH8JUW0WLIyo?b!=N!bBl5^jansDaiw)wjJl(4cD`$?MF2~dI
zD;G~)xVm|jO}=3X2VmX09&+S`z9;PiboTb^JG-U9Q33hM_4J8Xudl4bmzm+|R<6+e
z>62?SIxPS!3YG5!vSUGv)h4CkV6zsIlf{U0(wcRKOm%zjmX1-ojEO0zc~l^h5ZAFr
zYEpHoW<RlOur9(g@PsH7`317)j6lut>;+`My0)o^T+Ob=H>}Jp+3z)tjG1#W);D(d
zhzj|zt~In8fqR1ioE1CF|4z**Zi?6W_YSf%zbh^$gW3N)eDG*~yzc0lieuj5i^>)a
zO)A&6|M)SReEDucEq+}-*0k!^=%eshA@Lz-?XdJ*8cfU2gWA5hg4xzp`8hp4^e^hU
zxVX2z`{uLuj~xfxBJ?)aHqsGv&u&mT=es}XKhrP7TA#!A0j(N`>g~*yW<{#Awt=(V
ztq$qzAPk~C-G3TP1l=|erI8);WU~?-!IsYWsVH&&!A43F&KOAfHJH}XK+PG%heOca
zPSDm51i8La4z6|Vrx!YV240K*iOExuiW{S*1}6|e4s??9H<qsyX;7g1$oY|h)BQ0m
z`L|?oiH>U`n#Hr0zzdzdeCY|66A6z|?{2GNy2CPDWR5z((kr||<)V=(!9Um<?o?Am
ztk6Pr1nJ7nQS|BdqX!QsM<xWwr7<-Bd~C3^y&00!>g_gO&3!DTOKJMkZ=A}!1<=n=
z&e>*edTc85Q}U;1y5S2$JR_i?1GXJbw0n2%qECH>XdN@xa740!v-Nd-Ii!(2On0O>
zs~sfdcxQ7b|1d`}^b4Db*GtgB#V>@-2x?a!5@*Hv!qA!?gmNCz`71q(>}oP6e954d
z8=t$Zv;Xi%jCJbD76(%_fZtXu5iel=?(KV`e+yQHH5$X`hflw8dg$B`G9EoYa{jGz
z7fzgav3P$n9M6NYdsr28CL`Xs^7fOkO=;%(dqHQ9lh$c};?pn?`cXobnE~vTKck{;
zLFK%D6W48+9(v((EPTNO0#ta|NBc$+=qz%=Zojgyf<<T4vE;kVqX~7;%M!M1Wii8A
z1swWke{iOv$(@WrX3#jV`l&aLM93!{W49k43OmRUExaOmX**6-$$;rzL~RT;E1D4R
z>*}8GQoT)rSjS|E^6r^9pG>yl-HxsC$vwtFo^L$GIsd|O3YxGP_-@q@25jAK;sj}M
zZzZi|P7n`cg=W_m*CK)H$abHd$MNzv_AIjVl0Z6H+mOrZRw=@YOAl{%ksYYP!Qy-#
zB?w{V08#{ovY&=XK^km#%%=qx2!&mdnSnF?s$>B7^KYHUf~XQSnsYxmJ9Kua)R@}U
zSK<gj&nhyB!x45XJVrFKFGac{e#>16KlaET8{s+8g8thnhM6YvhR;>rxPR}yc|@WO
zH`3(?BZ4HK@KX5})!q`^EOH{pTpT+#g5j5c2)M^jaB`}dQ34H$LeSPNLu9|Ud|6Su
zWYd|<>qO8o$g|b2uddHd&Srj1{<I#|yd@KApYt~n9?Cn@%oU7<DV}|R<k?I+4Ll3l
z1e`d6LB27b)7(>rl<aDF$#1L&0gD@|FcZso;08UYI%4Z~!lc|cpkM8~@M^=3E86={
zc#`FozOx)>JAb8TkzMElK(YETRqKdI=1+!Dvk;GA*O7ho(hB~N^d~*D<>%nox3I>O
za&aoi4i=sGsF1=oHdnA6Ez|2u{iTYbMDQKZH{<rw4Pt}uvRbht1z50FJ;(ZVUZ2x4
z$&WFzGrxz_w#WN1thb3Rm(xk}SIi(QqNwReVZ2JMXui#^v=G$i<#lUBgu}hNbt5~3
z?K^!DMw`L0L#7dbh?W&)g5YA^MY~}y(1GTQ$W@!!+Soex)>-cI1fw%2nw_7TQ?f>G
zoq)Q`ujxNez83P}#MwG5qEJk-rSc(Z(_E`@VUc!Tgu^AMy6lhzqljBeMZO(0z+$?#
z>C+QN(PmQcEF3mi<p?;ljAz(wXLX}mp966&t&7GNX+StsT_k;H=W)FJjXjI(@Wrf!
z5tbu(^L8jx97g-DbOsI-$GH<{Klho>z542_X{_nc`44}D;gINx!?Ag%4)~VX)*b2;
zJ=!O|FrXDejlL41MNSU9S{hC@h2rcF&MGvQCbOo_Bfo8cd)vXRTwz{FdlP<KksYQ-
zj`asPMyO_X6c?Hr&*qer{8tC_<Ioh{EnX@3Qs*m*=l8Jqug08UN$#~VE^LSFO3<W1
zv&i{d-+yazbW$U8;~{9-+A*8pHOSbzds|nwATN76q$UVO;mv!Hy6?0&y~=U#>6czS
zb#ZlZH6PjCPeM?8c5Qi$7{GwQ{227g#zM{__i<!cmh>8q2-exw?g&#aKDMp8Ga$QK
zySLkm?5LXL5cB->zsLjsq%}7jB$+b~^qOGI+1@o-aR-PE>9;$FMDU2pDYhZATSPg|
zcK%AwBD-NXp^%-eBg7~4hw6V~%-H3`ia6$H=fCl)boOs_2+dQkfzEes+`%YvXe09z
z__q4=|3^OzW#}H>d$75>X=xN$<G7qV@r0H6Wox<rbiWXtG?Pi6v&^>%iPTQCyD@N2
zM&id3*<rf+<oK19+oqAs&_+xC)KwEi$wgzbpKzY%sPp9`VC^%9($=v=5sYN}p$kX$
zcT3ZJ&iP=d=+550gGB@MSW~!n_ujRw?F%Q*Cl8heO4#_`?%vo?DY=+`a^d8K<%MNi
z!-w4VT9SZBJgxx_+z0pXv-JgVuV2RV6yr1Vz6hWAAhg`Sb3aG5Y~U@$AL$IT`)UHV
zq_&vtC;y^zRu_X=yu)?f$&^aii=Cv`ukL~&wZW6OCnxHUF^(}NryK7)j+ei&myz9A
z*=UTI9c#5X6)}~7#KGYhyg2Zs&wmlPCqUD&6AHVyk>XiJdTzs3rW-vJ8*gpqcyQ7b
z63(N5D74M&BcE5KTs3VyW<)&i!xx6LjnvOZDz-ph*xTMq#`(t#+2de2nKFQ&F0rlR
zSatX!k&pg@&oE0iW0UM~w=2J{uOyI(hy~LlWPhqoJI8lE)K>hJ(`s&N&YV*5I8W*6
zO3BG(>pOMv$o<ET%VMibcu)#YrCDtXlCM^{=Ey6)bDY%8J0Ler0k;O^E<6OFP!dga
za)|z-R8}6w7Onbfjdupwy(J21yA`wj^uNKL*0yh_N%22A1X$j`a}RuPt!<{?o<7IV
z(~GVgXFGqTXOZ1_hGTRl$hU{aEAt5D<AbT~m6u-WiZvepEV!Q(_qtD5otKt!FSf%o
z1F9fbd|gYOCOxuRl=?@psT}toHiC7GT)?(U)fQuu*R3+SAwQPL4n$~(cnIfRn&g@s
zu?{@0w<ZP8$9&*d=zN=5db`{A71SjY67mhnDqGtZPhQ9uXfqg^{OPH|a|5<@=lqg{
z&W)v%9Ftf1I*MaZlLu>`91F|s(o`@csw7_o+;!&64^ERVSaCC2Ue1uJrG^uV(K5fB
zzl_g9zEP>D0Ee+kTZxM^mYg>h{HaaI?h_RGNj}Oq8ZMFl3Fl8v+WN89kr-(v5xOM#
zO{4_9CV6${B-4}5<9PWSdluOZsR`w3ueJob6+uT~C&-!EBJ>}qbYz+pJt^-7I}mN{
zXYHnRNtO6(S60?1hQ_JtI8sgK=C)GbXd(#JeoLJY!2M*2{g@&9fvW!SvEZ2?dl#G8
zmXB>?4eGEg2Jsu}t+8l5U!AY`$zV&-01lBz)OrW94__RD#kHZftbly{2xWhBZNoM(
z{M~Og(N1{>hzCsikXj5L*`xf1@++1wbAh;e#8xx#j2cK!=ZT;f02f2yfbXmGL3s~H
zu*N4xxPlmJHd}Gn8@SjeWY>RQKbbi3r#*<u=XSy4pe*O?vKR)e+pydF$@dl<rE;9@
z{FR<XcG=TR&?HsJSaCeNh3u?hE5)5VBHsqaeFDJ`ZTKQYOA1{Ok1=&=Ca2t7UkNc|
z*A>fUlyi*uij?;D!Ma%>lMuIlY>+)N_fia>3dIpDO>SwQajzl`H-1qt)sQ{1<=);R
zXL7H1jGs5&=VD?cJ3L+*v~|$_&O2u3^3v*=Dyikw7DD<uZ5pOanj;&hueao!O<ro-
z-P?E6oh#TNa1UF}ZsjFa8D!2r$O6;3R~UZLr$8NpBeDyE3&F)4<axOmA8ugT1Bhhr
z&JaVJke!X4Xom)pPov|^bt8F`wS-9|>c(nt3ilV%=FDB^alHJEy^QSn`H5XYc3yHG
zuBnl!iNW!S!3h?dj2)&j-wVZHCoKe-Da`o975Hwo24mXXQUH`n(bo)aQ=?O2-3xLI
zw_Rv1<*jn(4;eDoGuFXm@#BH)fCI8C6^nB&Of5V|+Ai?}ArTbWwaAKrPU;Ef%%A1%
z{)&OqN#m5mFhNTHMPW;F$7)8HR9z;=!q)9I?OjzLuVM;_?<Y1WT*FA7v$t${%R$ZG
zx|U<R!w^XR#5R#~!JB-@A5bY9rq})O-FMxP5##;J7fkjR@x_IgcdTxZ263cjMA<eX
z`_&ybiYrU&q6kQ^-KEI}-d>Kgoxjqv$j%HxUdrLOT|svACc@T&ni!f;+5&Co^f0Wu
zXg>nAjEDhYc}6O{6-|Z5kOk7nqP=`+B?yE^jlfnMvm_n7oGs*B5rR8(b}+Nv8=%aJ
zkLV;@Ujpk+p5F*MsPXvGK0D{;<)~zI+aePxj%1S;5fb*!y(=)RM=RJLN`v)&slZe=
zF}nIw$J4hTN-0{teC6_$-D|tc^Gg!n%FDgxEQb#K)EKf~Ub-v^UGhb>@xcu!s=)}n
zwv`E-@Dq(da!rWBEu&j9o=Q_eB*;C8PXfz{0h$Us5tp@7tz+ryZ9;bLY&ts)f{4P+
z#2@k839g;T@$xtJEV83p6PhDZb{^STz$omAU5MH~*&nhU)6||m$AJT;%R?WYnjW1F
z3jWcX-7wKVras~2OP51<25V1WDO_a0AD$Kq*8m?A)uVuXx*M%J56Hf~3(XU7e;$#Y
zo^BOLqG8n}IyT1BS~a8%x5L~@$^!2B(r?4<cj3V(S(}|1tXpXByz}n<{ysn#vVQXQ
z6JTBFsp2p*<1;+kMZ(oO0P9}S7_uuoE5nY}F2fL#VRsz^jPUo46FedL$%#Md7h(7L
zN{EbYin#Dp&LQxd{Y`4;-J5rH!_wB82Wcx6+f2VbIX^)5JNIJ61lKA*s(oP6Ncjoh
zC6lHM0!0RtWLF1(_@U+UJKJ|fw+(UwosYXzj<cP=(zD23bJjYK>|vw8<@JQ}=SnkG
z>CK9ZJfVm`e26_3N3uJ(A)ByITyz`58WxRRBPXgl`@Gs3jhP<_1H<QsDvVy#rO^3G
z+@Qk!Wonm&j|rqVqK%RLl~-Qb+1-td+aZ`agfzb$oTQy6=9+IjF!0_D@va$FsK^NP
z&^>{o?Am#kVK$^t9hDe+sGnt2RIP6zT5NuW72@4@e+bsO*Y~dPl?Fx=fL2dteMOD#
zyF%r~)Cpxze(K^0KfA0q090-3w~Bq^@!#IOO1Z8UL}ZlADQTbZ#^K_m;bmKGz%}UY
z!J~cu0ppcTa5h%25EueaE5;&XWaruU6bod<BZwb`X&}B+vqFsS-@WHg=lVv74X%ee
z+iCcIBS3w_fwAJo8mY;MI&i}aWKT5E{1Yf9%{jdiXGSJ7vUEZQ=ow9-kc8#N%6odr
zc-DeV-=J|$rT)`>C%*eu!*0P)VD`;(OaV#Dp;xr{fztRu_%|HIR&Me+PB31f0{qcp
z`;&n>(Ai&pd3!tTAnAbYIJ5u6K6QY4i@zcyN9)tO?^4xiG_5W2nI5Q)ots}0;G_Ew
zuV1}RY3kT}+w>xGBL^J0QRu9R;$B~xTg+5|u_y$>UB9+VwU^7*3*ash)$TC2Zr&nz
zR0Q#A7Z+wOQQL#2P#v(a2rG_z;=pHA{mz_5YW!p~)=-}|*nb%R<p!piQvS21OkP;1
z!tDPl{m1s=1FJE~YK^Cn-93vl3j`-xe6{;qdmW==&9Jwiw5*1gRdK%5zB^wadxBH>
zC&FI|r3qY0RFC0%c4S)ZFQ81obHwM7+#9^=2UJHq9-fYk?Fk*qI-emE9^RwDk@LeC
zMf3dX)N3b)&JOgQyfAROZ{X}ebo6uCvm8<}I4esRN0V+8JRz2Ids+B#R(?EIF|z;p
zpZ>Y<AtL~2<nr)e1JU+TYy&L^-t*)s-9!m5e4}1gQ*ekne;aCK>M<{Z06P;7-KK9e
zBTUEU2-v9w$2i8pIyX^avlX#$v|}Zk=yZeUWU+Nqb5~wof!X`_?+={sueT@mc~`aG
zMpyYmYGef5vdk!107>(2ZtPdD(6aR_2%HpA9NF<MhA*qW+CczYUtX(sxn+=D<H88V
zi#GOk#h>ymaV;R^N5~=Vyg>E_m~G8RYR*U}t?{%7(kYUA)~m=Nj%eXE9FLF5=wy1h
zOqY)gUug=*lY`qm?LO-(0o=i}gAMrBGkO8lCN9Sjp#1wM;^Tnx96NsM^;1NMM51{1
zMb$L|VhITrri1dd{1YSlUw-m0SC&>3)^jBJN;T)VGdI9=|B=91J_RmD64#-)RsDO5
zj7g8&<BRMeC|nBbYZK@1z?Xs*8$%#4c)hl=rWm^t>s;y?!jAt$$x6FR93un3$BOrK
z;G%UpGd3+Vozpzy_a{H|Bhck{u3nSsUhz<tmZ%x9@8}km>Cwg?5G`-J&=5K`T{6)u
z(zmthoRnA}ve#NcyhRNlJ1D228=3gKa9uTlISY<(%UZ8aj|o}D&Q@_jx%9uVn>;Co
z*-5C`yLZb=`98SyojZAf?Cs#v>8YuB-brLP(Uw?^Wkvgr+?`WH6L@UU&=d0O<1h-*
zfO1s*6d%FKp4<?h*lGR3sLZu?^Cjkb8@rEQ93AZ&RoX5r8J%abKQtgD9RnQbd}rfY
zx?Fq$?lH3SvtQfU37JY!emI34p0<M|>TOdubO~d`JcCMG_I1f;KG!GWGX*)@1!iMq
zqhapX#SyR^<hRBl@#f3cs4#tYV%BD<)fNJ9m!eL$Vw10SPrI+PeMw%k)yoNK@~OJ<
z6nQ(rL31Cnd}(=UeyQRC_ldzA5G;Y!1|JU*ArI5ZIqo#YOS4DnlUIANvFp8n>`a%T
zIM3cKS%L9aU_n3@2hJI&s^1$J@6?TJdmguaKq6xCtIAE_J><dn6BgkL!xuV)<`xmG
ze}U}v^4o&<SDmawH0%tr11~Epq*WF!+G#y<Ne7iY71tE2^DgqFhkv7^{2Qt5!{>)X
z>|FItB%5bh7^Bi3-g5rLIU8H>>|Z=_0mNsp&ng4!SPI(|mstYn$w`9jJ39vvbiIS=
z1dIp42OZMAjduA^|2SQtl`u+RP!y2o>$`&JIIn!@ojB@JU_2Z3z_|e_9_X_IsUJH|
zBeu^Pn>@}8-z(gcn}Obv`zh&jlXJi#oyN{qre4j;rDX`Rvan)VDMn$Tl^<@~xV&L!
zb8hGy;xssy7gr^?;Xh{f=Jgu_-r6U;L3R<0rbGGb(5t2;;ktG9zLGu=W1y|Q)e=g!
zgw>K_HWWt(sU2z7n%tH>iC~?wuZo=tKc4kn$+0kfDZ~{7aNi?K0Q9s!t1)EPE90hn
z1u?Fzx4rPQCpcAp0=dk-@D*xBmTV3MjPmQ&Bi-B-3uAlsYsh3jg7wdSN;l=U!Er%u
zHA}>|gh6QpI|_#SW5>lNmC`-ASfUJCV#3bKM<%`!Bm2uiXWwlrmDbgGupESB*gGn9
zgcQZ58C2z&IyzQezek3<$>N^QL5i+-GSdMdrQ2++06oq|gzvJ~bE45ip#W2xs)J5y
zez$aX?f}|4Atce(VLdU!MVWewvkUn?wXwl5$y`jtA(y-gAsHNS1IiUyWiZ5oSY~eT
z-EPOGrEwpm!qH+Vvmw`hx&<2$phkTz&OCiDNEHkZYSY64F$EhSZ?<&Yn5{m9+}B#y
z-pg1=R?!D&n{Lpv*sP!IiWp1*DHSZftwCguf}-`XE`HUfn_nP%4s3-uimSUJ_n{UQ
zC1isLLu8#IbqyzAMsX?qr}{F^yH-JY<#z0Kb-JI4o(mo{&;hM73Okt=eCG_&x4-@E
z-a+=*Vu0bZGhkDVPeB!Co6K^rouE28&hFL@d4`*^IJtK7L;6aAlV96QawM7JA3b_3
zXgp_Iw~%F4ni6XVRqgP?=v0}W+o`q_hWQJmt<6pxL;{?8{p4uhNL)aEsx%oy<=hU?
z_Ze7Jp{bZx1=BH*rI{uB*hZe;omicWb|15a>&-S1w!(&t(mc*$-Jz%8hbGB`I!pmq
zBln1FvdZEDzQh<SS88qfdod+e3!pDvl>IRHM$>vzS)1<X$S`^g9TjBV2-!8o7*cUC
z8%B1^P-14Az`CwxUm$xm*up)`Z_uF2$foL*gB*6%V(WP-(|%uxv`J?_VMnTCKgeeh
zt^E~)5<<Tm?Mx@U2dq~cocMZA>Fi)VSm49P_ZvkxN!3ZrOh=u6VmNq3KHF*etD!kB
zp&H{%sV#53O$}04aeio?cyNM!Y<)AmZF)I*$H*?wj#7+V+v>C`e|vnzs~HWH%@M!n
z+)@=40Cc3=_nj$}`^NGhs2++1l{U($vE-9OSQktW8s(jPK|noZCWuP-y8Lk_YqDIM
z=0(c@QNVEX$UZkd7Zh!qR_E`573`Vg%HVr1vw8m7A@j(Kq-c`_k`XIEu@J~k1l?rx
zGQ;Ki;>@B4k6e#<uZxTWjrrMio?28F1h?tt7sy@_yadCOjnkf&BLtAk?LAdd4lLdR
z!C>&r;8_3I`SwTCW!M)}=l0h2kE*KaM@Fl6kUfTVQ$}WPAJeNjgVr@o0b9<P6Kg)$
z%nf)HCwt(=a()XNmzsHF^Us<i!R^3{Fov@Qe1Gy(+OnvRd}%gDb|vbd9)ot+ho!U9
zuk~V+Ca)%u5Pju=I-Wdva$ssmh0<kKR_0IgfDpT|bFlwY*(voOm6?Dl9x^DKM<+D4
zSKBXuYp?lPsMtb`>^qw~5US!0bzJN#L0DyM1*%nLiIIs?wya?cnSHg2!$5X96mI4?
z5JFk;V6`(f1gBuX%Hh>V$JS88^appt&TfPUVyDs0d%Rl9eJ^%|33WcJ9W{rveGzmh
z2SzMT)e45MGP9Hs@?<qxG5@<Hxr?<!W9rgRk4#@U(Yd4^>d(Z;gghNpJ&)jb^*?$6
z*<rf>;F_GEnbB;azx>f|;jj21^$NqsYOo#p!tz|znCBM0mx~Zr^!Xx%LTS({G}&9%
z`$~L~1`3)d%m2~C#|yIy)bI=fX8uH_s>?3SEL@ttq?(PLV#L~I?rGnj9Av`XZ{NDT
zxxT^bJ~lKKj=`~^3qzFmx(o;enDZyjTX9!bZO|6#qOdkI4m&8MFr|VGIVu>%N^gbo
zJ6F7+1ryy@T3=d^7gScIt)IF8y1nPZE?OB+chnRd=L#prfa$P)+5a<WTlPi`s!)f1
z@(;~2ebgo7D@8&W@ZmPjHVYnac!U$G?&8S{ojnU&Kl~93lI2rX$Sfna%xWT4HjM0=
zim8$IhwSU!5vCcQhN-SBt}w#qIMy>`)m>zdBjqT4>}Hr@U>&vCLT08~@+Sk!{KULI
z@UN+D9&M}{GGrC&!yH=jicBLI4$kkB9U=4g&V8|1joFtnEqCBg%ZeU{nWtghIb>(k
zrjpmB;W)G7?3-t779;ar<Y&!Cn!mwI#r0j?*pi2C+g5gX>qT$lBaT6>_bnuWldqi|
z8!X+q6*gzVG|a5S5amD;fuBEG=odo`n|XYoI*+$%`fwhCBIy(vC$C6OR_0dpq4>L0
zS`Z|edBkTz&zn0pIJ<q$@=UO<=X~|E*U_va)hV#q>Ia!5->Uzt!HAzTQ0N8`OK?#<
z5kWO;l%I4F(34lcK=uq;MY{{tk>i%35X6Aq)RJwODv}1r2gZf8oqpqVy&R*l`{UqV
zN{~8WwBXFJRQ$7x$R4Tc!Hh}S;l*prLXr%1GbdP<AbdQ5El~;gm@_MO7iwZ$+iOQW
z8|s4Te2BOrqcm6#X2V9gP&40N@3SzAWy2B!<q5JoA)c|I!niu3Mvoom)V^_jPpP^h
z@<3yYB7O>pQ_Qcb^nUf4_&tX7W?IWUE4=^qjaxL<f~o|-A~AwpmDwPs10@7yWV)59
z?vhIA+Q}>87x|aGD%t$X@)dMmaP}d))!~u&e*H%SB!@WG-3|`H?B7-DrLB{Yk)<TW
zg0qnS?Fqbg@uX*w-419tcA%dslim(%JUc2gPBS*BSl8C=Lh@(6`tQU0$1a{M6qA!-
z7Y+ZZGOY?BqJwbSifEp`*cD`tfgsw0^$z|f(G{-MC7<W7%6fmrmm-Dzo+1Xxvj~7n
zqI*iKu`#xQ7*eF7HJ?m!c=zphvB!F?j!7pwe8RXPq&b9MALh8>doje{yLW$eX;qDv
zx(wPf&P3b^W>Y`8VS=ym;IZS<>KPNncL~K;S+3<$M7_vv))0VzbJ28b(IH8VfX6=H
z+6hJ2EAuPyE1vzkxJH(iiO+XXkgBBsh#Vk=3j9O2;s+S#kpaY)^H{Kv)_z*LH3kY|
z6>$Z)+iN@hQ^V(71oY(9J&WvI9vG$!hy#32akhBC-}?TWpZWA>zVVH3q_L)f^AN9c
z_rBLz9f+{mh|nku1CwtMYYvOn#@|SQ#I*#;*Wf?7DK_;!OK(ytM4+!QlKk=P3bNDh
zL|(BI@|aLvAKrVoy?!;=qN_-N4KL4v4+2)HJ=Cs@v`;>ykLW7C5iF%G?H=mFB$;Hr
z+5%~i*vi&a!B1}BHa#>@R&)gG2PF!F+WvT7RQclEB0qJ#gzA3IZjpGGmsU#yCC=`a
z!!CE2<a8<OEdQZ$P8*{28bJ2U_ybwIiwwz5o<6J&M3T9=`9I@%BvN{B`gPULfw);_
zSiocLUW8~#<BVFF_0oLD8fzgq1$ILTpq98Zi1a=!f!8jc^enQkEnP+u{BeN{Y{gQR
zy?E-4lVAAU7ryz;Z|0*<&0j5w<=I7&oAN|0A-1W($<R*B$?fwSA2wf$i@0K^;9Js4
zR4D%7*XSOUsRmt1#aBDFcs!u|c<JIuC%x@4cLnaH!4eBb{^)fW*<<~VLpIp}#gMXr
zM}fo<dUg=10vm~3eq5ZmmR$03;sNeBhN|^=V6Z;5w0pjt%H!J^Hf16Qf@x{{Eo@C!
zL5v|Hl{sQ|#|AHZ{l@hhG~$M3S0<**OPB4|<k;J}&fHWpm%O<AU=<KK^l<soQp;tA
zq#Mm6`_k+Z(3A})uKU?>FPzh_TLM@aVnBG9bM}qtx2MjT;uY(&Oz;zGl<>S}jG~#I
zH2){EgzT*nfwU8nCVJrLS!9o=OcIk)1N=Ki41aJW9PHHbQ(yet7r*(9rjQ*r34^at
z!o4{r8OLDgEq;!Srv}B;*%9fWe2v<4fzS7kS=8)54kc$L&Z`o0?g#XO<MwbFxiB<7
z5Wd%8<F<qkbml}d5%XhBZ+nN49Vk3}@Cawf7|j&(3=yq-WQUo*&9C>`Ekv~|1wM)K
z=6tLM+$6U<H*PDlDKaOBbIs9J`QveDaY&2q)xdaPEy55G(AHD1{<Z*bo@+a;CuQ6k
zqiwPA184dthQ~M7u85Ww=hpmgiE&T#jX^-w_a=Lo|6R=^JF>@cM0BJNzGKFsNbuV(
zmpRJ`slF>A13hn-w{%aOBTlwZNgQI}b*#R3wR*{9-p-DsMtwk*R=kKogEsU6*>gtV
zV4Oon<O+Ko-Y7?y<z#MrHfG>4vNvgsCtY2;(t65ACyW4~{8=JW6j>)NE5`Jpvx8iU
zGGF|A`uM4nub+7Hd*RQ7hd39gGkjr4Id^G3`OKlUzv|M&(D<YK-S@M{E_M5=JBS&A
z&$;T#*_6?yn+SlR7qnz~7HPyL@2pAm5&WvWOX(K4W}+CUn>wGq-jZ|Qt^*J5^=>k|
z$Syusn4VOmdHOWWCd6cn3N+uOFX>pQkc?<me5D&Q!KroAe6t$dTHoZyAG*-q()7(E
zdmyC9#FzOOo(c(j@_666$S2VTNwLyPGkrMtGl~tMozdCRLq{d>T)ZZq$hCig>^VT(
z@}Cl7Lz99-lsm9yiF|Q-2u0xH=?kxZ{naLs9cNaPfj<=HCU0!XiOlpM2d30CeRf4)
zGgwcX9|ISvRN%sO_CWf3t8|bY7W&q)Hz__miL8#&h>-dZ->qG(rmZ@=JoR_peHR3n
zBcdG(JkC&!LCuCRwjCOZ+3Z067a>zw6{aL+_S(vFU&(G1{E}h==Eqx~2S;DyW3@Vj
z=(mJ)Th$0^x3ZKy4{nshiZnrO-`}4eo07H$J#%QX-k;dv*_w=ly04+~e5Ey2yiLLI
zO?nCnzN<CJUJ<|gN>oT<l@RxK*yQV_6DuW-hbI-+`)mvE$A^suFP>rHuuzxATIL*Y
z$t!%C23wAX4K&!}*7$g|k%TZITojX+#mT$_>!-%2nBrf3_0@b|aQ?3fK$%>DbM33?
zbcA5qzfUVkfbwEbnZ8rC&60$Nv&YZ4Sw&emMM+Wg(ze$^mh;Cg{<TfWj``b$CO*h=
z{Kyy-ytX8d3}%X(`AI0R(v<XQ5$PU5Bsuq2Yp2Hb$O6yE!#=QmWn1zNH%g61qD~S>
zn49#CQ?DJ?Nc@CIgNH-XBK_&WJ=SapfxtPB!a9G-%=k1rRr6|fIdlT|k-ibm5j(Tw
zY%5d#;E^klJB*9RT4=nH!iI?UAv^l#5Px+4p}L6GMB)xmLh=fd9-mZP9XIImsrB1|
zb0c8EGH`JW*;t2f9hYFua1gou$@ANMH<)B$Qv*QU@<*NvWRC}&r-uB$y>V4Qos^%M
z$(b*G;Y&>-JA|T6nAr|czE_N17_na}@IAsw3NwKsPhoDfZ}ErA^GnpCQ?H*Abxim7
zEM9v0^^+mQ=-6>~0JhMn(O|E;xpz~J8<<w%QY<%%SrJ%wPs@>=W(U^o_@HI~IH86Y
zx3NPLv>{ZU?}mLILu;X`!nuz#h=|iAq98#c*klTGCre%=faDq?K{cm*@zyeT;^7j?
zkTI!dYN*9=_?dV4(@K<bg)y@2B!_IKq#6maD$el_M))Y2D9o%<f%hMfAw!|L<`n9j
zg@DKz1eoQQ<`ygO16ymkv8PE|XC@Ml7cZQg*ERo>kbZWC;`!|5(^2h;!WyC0-~ER{
z{_HrCR_Ik!NLEOUUNxJ7RCwK4r0T;HGOgSwAODt3zBX4k$rzR}p6qZg$3*gAaGo|f
zP*Dy1mcw)d4L*;^uKHhCccbI4y!1+w$S$!9vRhdTQwz<`X*FVt<~r;w(^rz5exhx#
z4y^42efG_>w#r(Vn!kPXmaU?BGqJew!7+hG9QOlf`X)yvg$8lo+XvGy7RT{&xNjk{
zi<HLvA3xqFQHyDb!diALMgUQtEFG!U_#|W}{>ho;-G=xT_)N9=D!Xp&Ga4`mSo^vs
z?=>`7KL>~kVr=rcUs*0%mZW&M`7Vh-6e8hjX&+GW7HZx}e!!4<B6vpdXOPWdk{ogt
zd>3%XFoj>z&4b}RDC`F_OMnz=ey-xK>$T9fE&v6`s<^AkFgH0{Z!#SRfugUXc2^fx
z8WRla>Z(^*o)i`}j_MK=YfhFMc(jEFGZVFm9*Xp#{2m5*tJ{Jq|EX110-=sh!)vlM
z213k}fX|;!sJ2FeQ}1Y~EkGBSd++XjF<mX0g$97Q<&QjP$bR=e?#dufHyIroefd)_
zH-_xIx0F-d38Q9*3C7i6<X3h4Fk7vRy*EsC$c*MVIXn?yy;x@YfuS-A4JxADU|)dS
z_RuQGfpT%elnyzhd=1oIAL}!f+NPlkjWcxY?NWq_)S@Xz^YoRLAbV`Bh3RGil+TaN
z8L@^(J9*I32J5nceEXH9^*Fa8`L*atUr9R*>C|DiZcLKLya7y4UI+ESA~i}?c>+Un
zy~z_s0MyI;qGe7iZ{fTsKL{j^jV*Qu)7e8pJ+TK5NrN0FfIZEQz&r_A7z`~Q?fEmn
zdSr^fclREgogA46+ImYtyjpA40&_Y?IhrrH=;Ed<C3~|P#=bLstqlVx@2YprPet3g
zuD5<GAJj$AQh7LFX#G-XlLVRbIG>c&#Ke?yPs2ZnTjsY_z8IlmbaLnYYsG<V3poe1
z@dwaPsc(rrExj(fb^bgd`{*>UEADYuRhip&M+Qe4Kz3k6g~08pb*M`TVl%GZojK)#
zVQ%$jV7X1N1uQgh(I_X~TZE<6u<WsrfA38JY;5&>-+18Z*H52$<Fw`PN{&+!<C+?s
zTAW=}PeW`HC>OwimxA^5mTjyPuxWK+l}KX{(g5A?dGp8~IRE}r(@Mn-q2o;tdxj^N
zP;7(<r+w!pqA0XQmP6|uiy(3sI^sdmXLH3uu*+1UOJQ5OdhGd`PdoTCvQf~Z=_6?P
z$$l_;U}g53J92C?o9_@&>SbJdXwX=+*xnyMd>m|CsS0u#t`+q6$e$8x>wa}&^k~o>
z(0|j=$vAN5_8p{tZEHJ!TiEnd79iU=+rrw)nst}{sU7F4>rf}@u=P$#WlA_ob>uo^
zz(CXj8avu@k+<jE(^h1sl7n)B8GsN{OKn$OqzG5R^Q{h?)ADS7#4_umD}O#m$gY$z
zz7fsZJ?y&gY+nP&4)3mS?V4^}nsrp0oKXHm1Gu+*SPmBgUgHiI*c3&@)6;{BB-M0e
zdZsizc(y+vdv*7sU;9t@F`JKEU@o7WiZ(m2<fnp<Y!ud4e3n{)aoxIcvu3@xhT%Ks
z!6uO%+b3mVK4MPV!Q5i@Vx21GVREJa#5<=1TU@RPfi}z?<yVoJ#}6NI(zVcE@745Q
zD9J)da>(yV4u=dsg;F__Y?~H^gMubk@&4`mRF!+TjvNFD6v8s;{u*s2Y@8R#W;f$=
zL;|&ZV@%KIQ4x}-Ytb+ly-j^?xAI#KyG!$ngj*QBWXHXMQuz%Pt|&x*`l8Z{wsJf1
zTHaEv@N7ed2phezDv-q5LHsln)c#)6*$KChouJ#mkiv9k%mZIrvI-hH$zLX&`Sp20
zcAS>e1hNYQHfuzzH^2901ITWNRu)<wC=wc$DBmHJ3%0ou-DGGAz9S6t%c4l=Ey@F<
z*#`&HLzAQheA~&yz+q7xKo2Q~C;LwIshd}g%k`bS_>3AO@!){x2RHrL#NgP4w<>4p
zYLLkhW6y!$HvQBvvIh?>Tkhk1Artvlvbv_A+Rb5VhE47Yr1sK-YP40>tXU9x$28>5
z&9zNr&~hJ*{-6_eae-#T89*qOp%v?f<1s7K^J)j@y8*YOR<K7^`SA30J!H}1r2rm5
z;l8EzQoJ*U_kye`c-Z%!bRfLE9BP@oHZEVedS$EsOkcsIQC0<UDWLXZ(;0K+{i%3G
z$EHeCY#O{{>A`Q!d0#1(%5Vm1LQ?`{0fH&s=eFwXkUco@8;Wwrq8X;x4?%qK&#8E4
z!3EOR+nyI>$HYR};qB`Q{57y6j2vyc5?3I;jRw$sY?+r09VRFWb;D^zQ%DfrSiVA>
zs5o&IFXFT?9SS(X7&A-B6*c9?`b#6{N6x=_F0;~E)CW%Wd$3~5nhHPlj}4!DX3`IJ
zY|al2obA_?27L}Ye47xwTC)ux`;#ZsxOevVpRko(nz|Is8m;iES01-CM+%cWVa>8y
z3s_Pfp?vEfgUlnaw|!mo`>oxZ9Cq#Np06f9;Oc@#LT%V|R|}k51q>aw+@<m9bFwHZ
zw&S~e3u_f|B14wt_Zy|f=|v%ARtH>$=>WQ37UU7L?2W{U+Q=R$%fT*v<Ca5ln8EW+
z7hODde0pr!)@;o3nY9-G$wa0M6k}KXQvaF@eGpe)P!g!vY`qtW`qSgnam)|9N_@aR
zDn|L#)O*Fe6VL2uKz|V@U+?4XxL=o8&#>_}MbHIg-`Z)caZ8dI&$7o@m%pHlOjv*m
ztK@1^#`4dsM?*<Qtlss~j{BbrWJeEFY^(;MI*$jiII>eZJgY7N#}l{d+R~aZJdRfc
zPeTXvM`XNcOBcaHVxjR&K+j^Iyfm4+%!wO9h1gt$$UP1g&VkeYxJSr7W5hdloPOa-
zs1={X(j#z3dm|TyN6rs9l$ZBL|4Lq)8Jk96aJCu*x9NIa$POd$drU0aDC%<1g*$`k
zM@Q8HG`ZvoUH~yONviLq@p&LidPEqq!UJ>2wb<uP*3masyAyLDUBp^O2+S+?lwOff
zg7^Q{-L3U4D<YrjG|OHgs)S6-W1jOCVhleNuFD7@|1rY!BQbI{`A@LM+h6JagRLuD
zHdnQmN)er%T5TIOmUE~|%f5bX*OqGaLS*^<VoK@YJ6EqM?@<1$fEKlAbWddI?D(u>
zW_(7%NNaa!Eq`zJ$}w)X(_#x1&yTxd=#T{aWX?<#{|RlNb~|3}Ztd1<ge?A+f_LhS
zbWyC>&T%!NvtXN<+nPakP3d8*KL$5h_4TOpL@(+gDPm*wihtpVNNgdjA(E$mtmaDT
zzzxp@vd@jr0cE3?&Q>Uh>`d$YO&B;Hh_)TT8s8RAWp=C}78t=%nR&$Jz&d_Ne~))C
zG}nQJ9_9A1iK*N~JHoHki6QyPyvu55dsj&Yp!c8Z8$3IpS=W<$s-8qvg~=!fGcGu<
z1U;;eS-thEyi1!vykfJ(ksZSa6;=&buW+n_V^wt=3XF5!vr%m>lS@ZKRBF8N$WVUC
zel&U-Ysb3B07#1PYSA6GuFFtY`6nO}=~01`?A_Yn{V%pZEb_2Zysvv!>-gvZY8L;u
zOz5q^E=<<Zxc8cjC`3X&2|K(%Qt{q{=LSx_aY{uv9*xz-71?Li4%r;c<}x)no$1jF
z)0dQLw;NFw0UL5;lMs}@P;e&g0*gvHT?D4GK6Q^^9Ku##J0TslliK>T4~&XSoP6!1
z8atP!<_#b%n_5vm`;A>e%;L&umrykrZH`WT$Nt12`HYm!;R|EiY}0$2M0N{-3Q4k!
z)8F(NUW94@sX=4Z0vy&X(~3kMzbbeRBc#b=CIn-EQggj@;D+Y{*^Q(@!+z5vToBpu
zOoD+2&02uqfz&ib96pw~;5fa>JSJQ{^2{zn_K?Wq|5i6t=g<?k(fbgm6VifnL2k)Y
z=^j=-4~F^(#G~kIvWkw?Wa-tK^0-$MFj(8R*SGc`J+27BZMs+x*@Lz&A0e_a5}7K0
zOKR<O<_6<N#-O1y8Z*CJlI+`^H(JIVFP1A%R~{ktmB6}wS_{ZBE#>Bq7%IiAka6Y4
zZOt&ZEJB-$q&%0cAPXW4@KD=Lb);`NPHh9GQrAJY=yc^?s~vu&rxONZRCVG?tB{@A
zerfs=OFO5P>=IofPS1=_3w__-+}_*0P8<>7cVInhNO*V#(9J!rd-7E|L1I%9WXYe?
zI)07#3<VR}h%c(+!ImybE+?={w#Q=|WOoJn(<HJR9BU+4!=h4DQd333kg@`cJ}iB2
z>5-GY=tv2a5Y;g6De|-UnS!gPt+zcF$d2VA3IC?avLLccYo)W`pOkJbtjsP4a5+@H
zolAL(R}-GOxq5{<Pm>BkQ;{&>S)wNWh$Lo~LpJ^9wHV^rVVnd)EuwB0Aj|aE6+92(
zO4v&-c&o{c5UNceUa{HY$WA$;3m5#Tj@<^wY3`wb?Z$R1qu=YCYm=x<7B!s8Ol3&Z
zXL=}*Vg&19U+nbtn&<dA6DZj=W>D$-kqv_9mI_LDoqBqjFWtR!cd9gbBvVX{*4Iub
z<EFYo{sCLv8AD`ikzJdt2ROjS<qf*|Xy1q}Uw5~6B-ax{)>bZa0bE|bEE1qQ+ImVD
zAaz{b*dl~L2iBX$wy`LmUvrI>nR?zjDonnSIZYTXKSyS`ljVjLx4iMB!RC=&Q_@9w
z4Dkfqp2=6YS+r<yhS3;8BB400Bri=)j6W@2_H=q_bnColk)4c}9Q5TlH!2xJCk2r`
zaLa{NTFKt_?qlijx9_pQKclWlprzE%Xs9iGC0my_8LxQW32zQ}0(!_!ew!Yh7W74g
zBet1Ym|k%yr90V~^I19g{bR%oUnfAV$Yw4Tk-FZCMUWk2Q0O>$gNR!v<hA4e*uG)z
z0Hvt}d3b5}=P~l0Ls)SL?DIj)I2wci?!men%yNCh(pR$E1qKzhd8Amkp<te+%0*uF
zM#AI>1Ll`weQs(tLFZ=FSjY~DdBB@#B>gO5LllZ{iz+VO+S}cm9G#52N>!)JlSwGc
z7j3c-$GxP`Hr-CU&tqhlk~1&Nv!P{zhM^~0VzA5{YAyk5#^?Fz%yJiD-515keuVcn
z^qKjC(-LGiP~cneC*>VXYZI5C*@?Vm`Y7@V-9q#9dwUky*+@fd?csl9PUxJT)`G|m
z=HMM<NnlG1`QlX8mufi(XOb}yOA%1s>%g~pq^d`uk6m+7rN6r3`CKW)0AT()j5(+h
zmV9hmPii82u*1u5d-689S9o^C&Uf^pT=LR1E*GQ?MbaMc3!(#X9qmJPhGr765uR@1
zW$+86_%p`BwgB|&6+%!2MG0#v|3+?laRq|d8_?E`U$jEsmPp7^o>NJwE=-&qpP{!3
zYi~h=N;pOy0d;Z=>7z%F`1IN5)BW+5`N=uE0}J6BjLq`ZD^8>zZ25Wf$c|v(kwf){
zpt&HPNL*weM(5<%gq+GLp#xW*BV;!koOJt-LVB!o+B$h#4X8M>rN~&N5w=_BJ&Wvk
zFO^DMI+fYM=A7Ya1(BV5mtBQmkYF4<5=;VU1fhj#io()}%IhoZRtE}Hm2r1-NBFdG
zFBTYg+G4xA>mr|==<FDH?6MbB0Nj(0ZR<%jWRC$o)HZqYHW*#Kbh%)xSN>-<`K$3+
zyQH%ELnOiA8R%+g@|pFfI^Z_>-nt&wA8G<Yh}|!6WBD}$Lg?4=mhv>cA}zB%F)Cv3
znVXS1dDSXw0M;=pPhA)GHarn(Bp%w*o5wpPVy>*NbJ@!UYqB*PC@9RxWT&<9;V~iT
zBJ|1y1_`Gu_M7V)cW>W;?*jFkd~aiqw*uLxg9;Nc=n44{<Dz@gN|<X@GsrN{3^8=z
z&*ux-sYn=?+-D<0@@EObF4D%3{1NLGny25}v&c@_%TJCdi0ncZ5j>PpqXx}CdHjT~
z5oGuWk1$U>lO%@zW8VrrJ&udxE+MKhVB)JGROwKA%Ae3~{c70;WRI+HJPT;Dt$?01
zUXJV-eq3VI_6oKI0if*O2O30Ip%akBYOje7LS3;$hOSH~szZ}O|5EaLW1Afba|ZVa
zvH?0o(meP)4(V_43b4+QWxCSbApe}<U6fsX(Am{j5zgHhkX3!^*zt>}E<jk`aC;n7
zy{(qbT<H7u*0uyX`Ru?t$R5>|advpYehdY|>WBe?`Kk8hGC;$fDe_>eke$@Z%t+;A
zH-2z0q*_Z0>LRQIM9v`O7qnoNsg~R8XIH0!97~EwQ+osF0^r3{5s(g=s+0fcucOZV
z+Ox?1bpI)_GbaGJBC@l+gKSg;tZnthHHovKE7BKMCW3Bte$^g=;0HWWJj|UyxHu<H
za2;6Wd7K%U>NQoaCUIK4lY`^D?F4nJI|1Leo@9_chV_`Y#1;6v$Woq-SYOGsqJ*fR
z#3n_!Cwi4D=a57A)6uY49X)p<=A^N1i~q##gpR}mg0NA$Hkk$Lf_3ajQd<;zc3B>o
zP&5hP#Y?gmLAUrG7^jAem^bgDO&5PKxl^*+&h`%7e{8U1-@}3!&G;~MVQ_wWo-IOr
zz6A5)&nB;K_@q_Hj#N;1Fg&hY3FWrh9I^Inl^vyLv`R%%bwRX0MFX3~jYTm9H)s@`
zT<yWet`pRkW*1?)hywiF@@cG{^ivj&4wI<U7Ym+u2D|g$(zD2pDni<0bz!L-*?C5g
zka7WnMv!;xC1=m4Ho|LKEqV(9RKt_E_HNSLp&o88(wJar%8(qs=ieSQ(iWkpxZB(o
zzKG4at(YD+o<{bl?AY7JUnF+#XvD@uv^gMCC^giPNTo#-8PYD^BTtr)Mz|#-1z2x1
z7~mkUWMLKYYYL}gpr&^d!%SH|bBOK<x4Aoxl(UDRNOFMgpxCl+H;iRD4{8=DZ>?`$
zxqJn@=BV45M&P5(7vS>d+J-%t>JEyF>c*(}DlN|bO8%99cO>AymaQPupCW$}Jbdr@
z6X%#IL=QF`LC4|6I0@N<ZRcVMspESs!MNh90Q2-xLMeq;A}4O(gp6Sg#+2N0w<cCY
zj6u~{x&&vEOshn9kilZs*nU0v%c?WK_AIhTCfvNxrVO&vK?nmW?|CTIPGN`gY>y5E
zPZ>w>&fUqvNx|oqBH0F$ONw)%78KYH*|PW=$-fhy51kx%RwrC;i|>j{k@!XyIkqpz
z+g5x(g6vU@H0<adST}}P3R|=TB{U3<`E$|ZzsATewNq{aX1o75h+s7_J!U=}E8*q{
z*8R)CJ9K`iGYMjn;#t(etHAY;AYa{<o}edKSNmN!ABCOTt|CqHQ(Y&ZmT`Vzc0qAk
z72#Ovx$Ns|q4>?jhESkpdY&0XARlli&ecm%F^DUXoksS08)@=>a-#}hOheZ;!=8f<
zG6of+-J*ps5>8dZs@Jg+w2=8=7pj$VirH<U-ofb%cIUsPw~_rwl1^rLGssR_L*bcw
zhzC?i^*w_3+%XY!c_o7sof8xt43bZt25=|nM%g0hGqw@{&FP^Qm~=AzY1N+ynA|cm
z917-GJH&Ng8l;g!_pv`k0Q$PNf_sAOJ3G4s3G#W6$Bx?Ny8EXXNbF7ocrVLoZ5^T*
z*{u!=NWkbilGdMyPO<SBMN(ljrQxouUb%4c0st+JT+Q66(Ch5vET%m<T3}=MW5=Vq
zH1os{>GN^5oMztcS;qOerp?^s+^N@Eyt6z#T|@z!zi<WVRI&VNnqrN+E|S361ZEJb
zyM^p@3Mx4j2@W!j$smr*t$BJ`T_2cpGlKv&&eIxLcdI!Mt1nZ4g;Q_K`Iy_8UwanW
zxjAADwA!eaBRg^`*UJ#R2`XPNAl@rrI>L~-v$?wIHhK*zMI<1y*FY*g4tkgfA?fSM
zxnDyl-QMlk>Ch(4Jwf(sJG%rV>?IK`lAd(;gxDifK)FuFobL9dTW^1c?3>q$Bm3k1
z{cAU`?eFh1O^Y6H5+WOZ9Jq^T<60W+AIZ1;gYv1;<b(V7p>PXh^))MLP8DL(!s+9u
zlS47sH@_S0`%uh2uXHWJgYKUktO^1Ne43!32K4kaIWbJJ#>6FLgOZZknk0Q&JI?VL
zMRfox;e-q(Ai2XLG~*;c{*jG8T8Hn%6>$P$U4rUV&)!v?!S4LG^enQ|7pU6-zpBhs
z2HD?v`c4!-T$XiileKvBwJPm^c<ODe+p^EwIzc&_iNQie;E(hzuKiv;FyP3|RXS7r
z9_Dw3h5Y+*b=!-#3Dz~6AbYH{i&PX-n%||)|H=+em9YFf%yT;br4`?Jfb90IxVl>q
z*&pve*}HS&rPp7&cH^2|TJj;aVbm`8Aeate5;txQUmUJ#lRtJG^4gHSg_-q9_h{B@
z%a^6Yi=0mm`^YG6liXAD#6HV_j}mck+<%}t5Sm<`UCs$5syLzL7a_ZEcL;{SzJk8o
zG<zx10=_E8R>ZPYBbyU-Qldz@*Is0wUc@@sxgOqsAg8AIz~*CaXMXKjWS8~EO_QTI
zXOR6zKm3u1ci@t>$wPKN^y+}?SL$sNaz@D|MJt7x^Xi1Io}KiSgpRQKk}iZ^l$#F9
zuRMFUp=GFh%nSLAuvaAC)ed}5ke$xXA<H07HO>*n@_XB+Uje!TFV?2=FF9n;rnh&!
zS;)>nEizf^dYB`bYq<w)efReD<HN^4@R1LUTpC$kP@nBWP2_6d4ZPmG=W54s2Ly1h
zq$7iMMc|dDKYjdE#T%Nr$on8@aAjeciX9(%q8Omqdun*WmglGDRq7MoBQYmFVnbqF
z#kxr%2@$go9xB<v5>Ae-k8w4`eBurh;|Uewmg%-Zq)&w^HTgxwA8#wNgK~CV*|I92
zf_OS$!H(rGvCjP3yU70b+v>?cSi@UU+sYz)1YMX|EDr>HQE+T@nx(5+3n5J`a!fO}
z@DayqyJqZ*#H^ITO?PTaBocd<BZSi*N()e13?7|`bVqzWi0VIFGJ2vc?Uj{vwZU7s
z=mN6W63*G8X$r}AwH(~j$Sx>L78Oq)F{#(U9U1WbVXbDc*ZNkFS7dJsA(S=DBfiuT
z*=-&N|GF{`M=?DPk54W}VRcV#-@9{R`ojP8@BiUX{_;=!@z?*u-14kQwu1Q8rrUtK
zJUH(DXzTXD%v+eX!?rRTSNqTQRaNRM$pe{oa{d%!55(h)fau=~s^E%tTVGidx~~Qf
zuYrGs!&QsM7b8a)01dcGd<4#O$Uw4_d&oKpUdQn)b0%@hMc^<kYPROvy(>`HqsQ@<
zTQ%=*#|@Aj=7!SWhXWg*(C;duMqPcde0*bM)ZGo!S2(z_GuWN~mYzj+)_9gHm3!mT
zBIPqu5!q?n(M~;^l6D=m@Ac(1Q&aB$rO#>^!^iD0Nzg38Au_zEQMQL-gYJL0Mx0wX
ztY<v(WK?%13)AdVRAD_#kD*h^yV!06@%`#f?*c1mgP_tX<z2H`>qHqtm>QWP>a-lt
zlLphsj?4mjJbgRziFC*wSWXocuS9b+Z~BDn2AkpGv{t;i_b;0F;95nc5;jv*`mE<s
z3O_m|8>39N6os17v2%}~JbASL7%4yCt%<_rrNKGBdH3e|sq_Ex&wlkMe)%Wf_s`$=
z3%~sfXUETqPUm0F0lp6W1TiV*S2wRRjN98Kd1L?Ce#vq6Qn9sq$3pwOJ&x8xPO*KS
zXrVC9`s%u^?vlPGC!F=mmqNXu0J~+2wD~K@0J>pW%{Nt73(t^UTznh8t4NztS@C47
z)gCU%!FC~>k0qf<3pMYt#01g3K=yn=qWG^&>lO|ZlQ6KAxe9w4Rz~)B4(iK6G(jC2
z30nN(Wl)Q~CzA*kDd{*Kfs?Mi6y<6Op99~LF_8r6*FA|^#J~<0c;SJXJ<tgcQar%4
z$c;FgQd55QuO&vWj}zpX+NOr5c<qJ1Dpv2mjg^i3u)w5;HBU$gQ4jOt0p`YLlx|3X
zxaB7qWH-4K!#&#;H(dj&=I7UYL(GNjavO3eYI!m0ZM>8B3$9q1U&dzwZOdQYyvDAZ
z$asic0SDhGqzY|6dia<-CRkJ6c_+2>p78h%UmE`8_dfZZzVAHTf9S5)24DNww?Fm=
zU;Tp*{l^de&42kf-uKV{i*S7KeV;x4nT4eV0c;6Qb?fBh>nGL50q)BrjW>eT9lWkB
z+mH2XvdK#)`*!}sd3(*QT(SY~O$*<)agLd?qPQo%_ZFi^DA@7>+1r5rSdGA4PT2H8
z^RhrxV{Xa9e1YsK)=|TkSL9CYNOf7T3oC7pPA*L!xY_9+oPPOJFTeWgs}NIidaM+~
zQ1Lba)1QVabMb##Fz+gzV($QvjT+iQd`~gFhb>%pLaDl7D;t?21H@%*f>L}40j?mG
z*sSee>iORGUeEz|Z^Y%iyh!z0Mh0nC3`ArDrT|Yte}T2W#SN?w0anUV^BN{UY@F#S
z=W$X8(J1cr!C18Pe<~t7OzA;nH%exo0!u1GJSI11+<NvWGmf-KyhJEsRPcYi9V+va
zNNMqCm|QBo7tk=RAKrlO{P%9M=qTx<3#0${%fJ11|MlPb%}@O6NBfV?PM-PS|KNZ7
z>0kZn13-^qJ^J^<AN%mR@pII62-Qj4toW{=DT`F!xh~lpT!MJ#vlBDzaIaVFK>5W}
zZ=4dnujagjbj-)z6TAcIBNVOO+J5}_v6YB}nIngStJWrhYzd`xQ)gee9IWx()7div
zXjE-&FQfVP&D+f*y9v^uHAPh5?|5O2Pk2Z(C!iU#0+bjR{H2~G2Q@_PxS{?b$o{pj
zeii0IOtyFBo6H61w079xL(pbaC7w1Ntn{?$r8SIkb8QnGV|?zh#AHNTbZ&N$_=iby
zlzTOZcf_j?fCA{Wv`~(aU{0G1L5g{zD+Q5+Y_SXwJmQ;Kjl8{ureJ)2YG}g08S+m4
zBwZM&*wj$o;pVSAU&wCc6?QW_@ZExK;Y1_@-rkeGuob4_z0f={t;g^keB}^2Sl0Kc
z=jli}>N*Pa|A&k5$<pT1?|$)je&)mP|J%R*w}1WPAD&&C{pWxD&))xQf2$nUUHO?0
z|IDYp|EaaL%XU%c?=FY74qp+@$FhCv<}C`caUgPpB6ZEV(VKZ(Jsj!wd<2WL3j+A>
z-@T{0PWlL2u3y;#?zW4i-RpK79#7X`7;Fi_bO+f*F-3a?VxG)IE%}h98tE(1%dm7X
zp-XfwD9}`c(ay7>Vr`VsKw&99Ux#b01sZO{P4%pw9ZIrw^NQkT?BwYK@>0V`hels{
z>6I^h?(-D~93q2J)^AYz<nexBZTOp-TKfm;v-ah%69YWX;qK3P%UD!FohS9N81MoR
z7&HYv(FvL<j)vYC73B=Ci~qZS``+?QULIfFbZD14`J~kLDvo1L0onxoJ?uh@|MxjV
z_Q)7$9tn#0Y731gbx&MFW=Y~D#>M`Vz<RRkV|)kb6@Q|zzf0_lO3&TAck_?F_D4VW
zZ+<qQ_OHGFpM3O}{^g(l>ia)b8P;R0|Ba9TM&ESb)y*v`b2A{=s%N>ahc6Cs5HOvQ
zH(J$flkJQTj|1_Y?Q3iZ$uT!MtJsb$X>0^<3ws8K<x5NA*ntJZQL9330<zz_gI@(p
zR25dxauUTA#f`@S!`)m;QLb^YuMSOas}FE5q`<J0Dm~hKuOJ8?3M-$DY!>RNu9+;%
zE}rx(vdb|igH<F*3N^fj>~!|efA;h9lX?0Vi#knQa0R@ULkinqE{o;jlt}duBNy!R
z!&8FXHdi*xAWJf<3&UCrh;CM6&_$sd5AHr_5*lyr?geeJA;w<*6nd^G)g*TkNQfx;
zriNy|=y^nTgTuwcw${9{E*a+zoS;%RrO3=)J990~Phfr6eea!jOcsCow=R797k~GE
z{)u1yYf$^Ieeit(;6=*C2wwf)_kHA(A6dJ)CQz;GYP(RnGe0=ff2M!n+(54(J1+@0
zL0Upkxo)(7bZT@eK2)3&?}rPu)*l4f=_9mDCsQ5SZyGg{kl9WTVu@SC&>C1rlozbq
zTDG$!MyFg)s{)yH2C~!rg|gJ!vGfA$)_Kn&J20)5wvZtEXJ7v8SHAd_d~}1|#7p;p
zR5ZY8Vox{p5RBM~d>aJ6af`xjtOOkHf+2Ck81)cLP?Mg%o!HeIMnjD-I5a6tGAY}T
zJ=&8!gbh@tI_mu3I9~=Yn1V75cR2sS=M>pVj8M{=ZByy0$}`do_v<UkI0)XQqiJi!
zm_`%^|M(Gbzj61*^yTT__)ov_)BobHAL4jTSP!9efBVBf^V=`|wo0>f&(741Pvc|y
zoV(v<G1OkLVl_3k8C<%-R-K=F^PJu4$s6egZ8tA?K2A2LStuqW1SmEGwvb5333PUE
z;qT*-xprl{-R5yC2p=;AVgH(hi#9{y4Lz$HlFg-e1cUkA``BGj23yyk7sy_W!_?<=
z2sIq4%u#~uU;5mazV+(2DhL2k+<1EJKtNFLPAH#avvSY$(4>6;6*h@=_Izlo_g8IF
z7;W7J+^0t?TO`umPR{jzI;s-Sv9AB|Q5DwhTQ?A3-7;@p8p-*_=M>q|6=o=F%v_*{
zWRQFFL=UMX0z?~IWsmmvL-pjx51+pCR3!Yb{l^de+;9HuPkb=w?8Oh-{RjW#gEwy6
zkXPPaWM?$!JKZN9o}4p2G}gjGvS~za;M}lq6J+Z3>8-MOqHbi@s`KEGAsa}p3TJDK
z0yQY2M)i0bWQaJrbK^E=rR9&$G}d6vr|?M@Z-!8|(-6el($A^+_V@-CSJDOdw?L_Q
zZ1p6EB^GQpecKCUZ;a>UKb0Qg%z1+BpMT}^U;Fac0#YA}e8H|h6^t_qJqd>Aoli2?
zl6!JaP%Mj<sI&F~B0*PhT{x~?7gJh+6orBehdt?%pY+O~@y>39lkr;X$b*D-FKS=x
zTnzWmE3!v%@_aNHAhwW04_*HWZDXNqtqp1GL6#O&x4yIf=IEO{w{|}D+F$;?fBW}}
z1A6+-fA+`!?E2pI(m<(NF_s3<u(3y=`S{=%sg?5HJIG$`TXfQXI&d~w&TS<s)<_j=
z1@5wwi`FB%h6+EIH(M^jYET#wLxg=90=OS?;EtULbtYF>#YqNJt6puUd>Shm_X<<M
z3u}BnQrG)y&NL;+E`sh$U-%M_PXPA_?+C6O^x`NUKYYwWC9a<99K;h}(*i(+#{0sK
z#$a6%Tw;gMQCA!ODFpI`kfwKe2?-%kTW8?4?xCnjoP6q%h(6susHwuPZhM+~a^-vo
zvTvVol6?E~i|occ_PLnuP!YG9Q={YjDnps3Uit=tDG!Y+xS$~W^yQh~|MEva_N|Zk
z_ve4>=hJvy{QMvPfB*RW#5q;q#G-fE+a7J}78QEkQW35ir1r>lio8AYcz<d*4O>WQ
zq0;p%?FQy@zEdIy`5e&LLWa7U{8NK~wJTX~lyqV_pJ_Wr6*mwZ2tIt;t?RcMC;?P(
zZMOBcp7pcmP#t8qd)Gv1;<K-O_N%hqZrlOx7&S#zE;$7!fgUFT;&0v|yAow%7)`fq
z5?!PYGiQ-(J&TK`A8+3|-#wZE?g9YhU|M><i)cX*C0ay_an0I^V7(6WU67^cS2&*9
z*Yl+1=Nj3O0sbHnNx*qfI%-)$(qz-IbM%Qa8wi|>nFdW?9eBR=k9_jC{;S{kFaOuy
z`(Jp>i=%n^&cE}o{?2c|^zYWMt&8yvLGlGQOm82yvKtIt7?MY3D>~5Gz8AHm<@w1u
z20BpNF|zR@l!JTF4g@R#cR9b9WQ#TTDDh2ZG1iJrb?)o>Lo_L0fGxw?^im8#`i!V}
z8L~mcs#ET2D`XdJ{P{!nzLGV<3N$x6_th_d^&8*#2Ai|E6xc1|9pYny3G^f<FbD%b
zAnZdPjvBE|E>~f7($(FQ+~0u{QTId+l3|?U3h4Em_b_?2%w?;RV|}Jdjz9%^Q&x0p
zfu$m8q^&2<JF@fCsOLs9w`EL=nO>c&pu$uhw!pqBBmhQ7b=~U=R(bH~p<)oDi=)5(
z@n28FbYthh{S(JNv3qk@C6<gsxg`i#S0n5O3<zPHm<vPQ6*FpfTbQ4ecKoM1(qn|b
zK#FwH@{mz02=Cq5xYiEcx#FUrh>?_NE=qm2b<NtHR=mCP7fZ8C^-f$t@NMgD&mFQ8
zL`5}IY3FC>zy9@CA$uY4`r(fNC65eZu#w6{RL};d^Q3f4NiWpT)J;5PVA}T<cO(g$
z7hupa5#@PDcC3SNP9|j7;m0XA=~Uz`9lpp@Bd3G-Q7^LJx_6tlerDp#mrj1^mp=MS
zjiGtwslWa&ern;$!ljw{b8mICK1=}9W5;d5Mk<yw-s9f(b8nqf1sB)qB7rdv0(Uv@
zt)*VX3I4Q<L|fZ(wbm?H9yENLQdaGrR$cds>sNOrJFCf47r3_-vI{o;d?7m%6VDM?
z=LdQ7dvCt{Qm8JQ0>ivhAvY9rGj;vybw+z;Sf1{VfnZ+Gs{E#VHubnPUPl$mxzY^7
zMaMqs#{k(e0m7b)A+%AvdSt6uN5OU=0wsm3y?7iQ_xcx4eCZ$kzyIi`e&r{B@>hQH
zuhkh0p8@pb&!760pPE{poSUBQKC(yPuBPktYr9?FjV@nppP!zOL%0i0cROyQ#W2XX
z9N95sC0r0EQ-3?UooSPml?9%&Qq+29?EhS))OLu&be8E%&YuOrx2?DJII@TR+Bk`B
zsm$oOs|p;GHTsnDP;p0?Dj*pygCQgl9}0O<)jNiOIlapHN%s^PQ8hF&%Lf4!heyvj
zvGHtT97DeG&h0z9Th~<8%W1#)pDH4|SOq~}dFn|NtVlMa#c)O_8k0VFC_1)m<F$!9
zVHdcQopxDBau#gYe(EbJiTwD{zM3-?3(dtWBHF?2Q7DwW|A?yoPygtjrt;S7$Z<<>
zy!@oMko`NyFPyw^ZF75hep#M-KD>78S3A(Ht*o(x&lcX@yB%cKCS=!D9EnzI+v~cr
zkQ)0&!Bl|Y*6z)EmFUJ^7rrjGm_2+<@@Jnf*iKs^yI|uzj_kr1F#j9ZZ>UHRA0o}-
zc&B=iy?G$(P76Q$k%}CWFVs2YKo>efjI^36imcSnrP)OWc?)@O`#OkkYoE)JJ?NGD
zPl3D1($9<ui`+}LkGExkr2DoG<vz|F`%i^EwAF)FzB~=4+!jF^<PAVyenZ!<*j<P~
zD}k33lr9UOUgm=3B)I+gH~;K+zxcbq^!vZmaIjoCpeI*)4cRZAx_IsCwZ*x`E{E$^
zFI+Ds!A|a5>sxuU?qN(t`^c<)$ga<V*_aB$dT-~4kh(=!F}-%!afTNOY^Ju$gR=~a
zd}Df5cI&*yk$wBhw!8yL$F$M-2s}RufqSnY`yn<96!f1sD#@y0Z?8+M6~O(l;GWbu
zntr=O2x4S^<&{@<cCW{_Vx>&s4%L!hm?#p}a9$AqFM5`cCWr_yJ$}4zo04#URLT4Z
zvWMs2mh?yK_f+{oXm1nf^Qp;7pj!!;FS2+$e2)*uoOzLyJ;_1#nY9_|X=>4c;B?to
z2Kf(s<mZ)(=O|BLx`C4z+2?2G&cAi8TUv1Xy`1cV=%!0k>5E-Fr=c?=*xxNV2p-fu
zbJt;l$-J(u$R1M5_kvWMd1=i*tz|F`uakr1Uo9AqE1%g`NQ`Pc$^H2!)Id))D^o>G
zRjna9rXpsc%v~)3rdw#9es9kryZJREkR3u5-=F;u27i42_lG|MnoQOb-YXz`6cR?c
zySa0NQrzy8_88ee{pn9{ZC!oz=y3$;JOJSc|GoVVR|2@?WW0SdB!_||_W<-X1!m6O
zbMMam_$d!&4knAMYhfq8m^^AOvAS*$Wh63(wV^JbT3xSb@aAZjH-#Fw{Mg#7Av@oC
zX|eRPzxj7FUUgOC|C@jNfxr0PUwr&KAN%iq`xk!Vm(_}I#5nK4pZm?9TiRHJR&!Hx
z0@%76A%EigC)94eytJw(T}1Qrs|h>{Gne*u_o8(BtNx{9Vq(F}SPKr?dP7^0oiNOt
z=re<nyx3>r?R0#J#_~Qax^V19$Mu_Rdh&J!1E-rJ+1ksSE7o>S&u)$%sq!yjBieKG
zdP{Txxo@-*e5pvPU52N1<<Fi)cA9Cl)2=#7H(wxoT2g_h*3n}5hOp9GMyCn13`gnv
z+jkx#`zQX>Cv0e?Y6K=0Fg-%{gKbD`co)Teg@1DaJt6*}$Y<>HsXw*DYQfr%JebI^
zl;9a}k^P*cgw^01MEzc~$%6(`4bEnStBmB6E4v#nz4p>i|Eiks&#J*g`44>L1HbpB
z-`l;hyL02(fB4#e_;3HOzpq+sz2L4OEmMGYHnuk)JIoTjHZ?k_l6-eE%8wnF(tdOA
zhCa}g)9~8Ga|LhN5Dd=z)O>v0zjxn~%($h}nAMr{wj#TQ6Dqdt-sEjB0;6DB02KtM
zp$Ma*@+U`JJr95yG}RZmxs6X;rk=tsjU~CW=E?T@RsJ=Sa0>+WzOXwC7k@#UUc$|~
zc+#`T9yU<8bI-io-n;z*+0*F!_LH|QicCO`#WgoRD+7gUoW8lO=P|PX=^y{;#gi9U
z&I!q}o=#P#oYUH?X_w6qJY3T(fCKT?nmzbhi0@&Wzn~i5QTVqrEVuYu@I&@1851O*
zWB?DOpr=pet$*j@w}1ZM{MQ-CR-oqJsW7v>zPhx!zPi4$vGRvs`$OBk{lkC%KSKPp
z43K&7=%4S?&PV>@xAt!DEzU2{OecoN;g<vx=^K-ylT6T3&pPMqK6c#eu3WxCXNT`y
zg!1&OeZGBKA^XsULDmc#(m4p>0ojXbvd!E^78T;fsYDkpKlA}RZFy{b(qZ5$QUwPP
zBvbzO%oPbrgmduCN|rS|_J!h*>}EDf&|zLY&vNQ1hEI1;QY?96%@bWBsN;ufkY+ki
zaCPgOA@wYm0l9(&pkQ)evOK$Z(zD1;T4R1u;K-0xOsROU`PmbUHXzK=2P;CzK@@dB
zzD0PzG`Xz<Co!`B*`NHG;@FJ;CJWjUYx&dVkpbVf5;lnU3je?V_{qk~hB5^$QM3^o
zhZ+UBS@&EUm^oKwI)W}J?~k86dieO!qeruAvw!%NKM*yS-k6nF{ntMBp@G?f&5cbM
zM7O=Nwk{j^#_b!@(m(b6PyMYA{mmla{x^R0r~k#D{>sAorE6EW6AfKBx=qq|ws#&r
zd??0M>Y2i`F18)tj~%x=>PX)Rb$Gfoed_g7X?X48xshSVP(SC?8z%?P4WLY77!j8y
zTN8$wzkyYU*37D78TvPKFq!ELV^s4ms@4M36B9+Y*MYoa|A`%nfOU@P9&@89V01x_
z)!P0OSWs^*I0Hhj$B{CfAr?~@i|`66gCPwq7*r)MMBp4&Ijc4Z@%6Uyy@HMREV3IS
ztd*^Xo}yq&`AEJuksWr+=#Q&37@wKZDFjTEMS<2-2hcqIiWu4d@-O~UUJoIBetdp@
zY|esZ`cp!r-pVQkDYpE!NQHkJ7RSR<PAYX>F{<1^7IIK1B4c1(kGJ(^5p;AJ5{*Hi
zt>ZbML=iR`H0-{*clEpd-~EN)Nk7=i?VtY9|MB|ZYnz*!r{6e$Kj_1L4v`n<7ne4d
z{_v}R7)b&(-0rr6IX`uNXJ;qWgh|zv1>%&`3n$Loe2sEM>R6Zw8hu;gRc%{u2{^U9
z))Q&<hk@~Cfem44eo67$fb37-rgB;lMGVx<lMTr>b_6TVW&vgn?(9fKT50}8)mnhO
z)M{olpPYa2paroxA0_RV(Lb&LKK)uyO>n#C-(Mz3!)`Ci^n?OV3$VIF2g)AFTw#G{
zSYU`Sm@^|G?kjUcwLi;wROhesEV2{o95N*XvQNH1_5(y^p<-M@W5ikk<g`mM=RD4&
z&>wZQIBw`qjO=3L*H+i!R1_Vvph)k$)g43j0CSP{YBYj=R3`^0U!H^$`DK<rQK9&9
zE^nu`SIju+C79oz25Y<&gYB(r{2<iilixpa_RTY6L#6dA>%!wd{_T(d#>anMt@!T`
zd~bPmnQ{1;9)0XM+yTc5qfJfN^>g9ZKmOtOf9P)=wY?t!`hW8Kzx2&>-_&y7sf%e?
zPvDy=0NVDQxwx{hLZV}TzPxm~9Z_w*V(9$f*7~MbZ~=H}?|9ga#`2}*tt*?OeIo(c
z&kxesNn%VuG04J{vHntPNrK@T`o!(i#~I3aqFqEPnIm>OS2TXMs!IXcH@D$nU;?>E
z@fC`h#4M%wBS$``FQ|v<gOtVaRUFxQ>SY}B4k##5Bq~0Bd*^Yy{Ea<}>;T;n{OmVw
zBi$qO70FufO`V+uGPYpE02;EwqiXZ2(5JQO&YT}0`^&GaEb<OKbAjP44D!Jmneqsi
z(_U+@0C%bM288D~3ae|Ji(&=%uodkq3TCjD(`U=Ckm#sgap(eYe{laH?Hh<B2umLy
zJU=isHZ`*}Gc-FmGCwl6I5#meUNM3lCfX=%;nKpy^7!w3@pqy<;3|aG{SW`ofB%`|
zpP65tFAbJz!055#wDsYO!vOC3&UMCwq+=~PVJ;9XXGc_eajAbaI0aJHgO<FanMMd#
zo9i1ynlr~w+pC>m183nv2;{zglgugO8``#(D#Wdc3Be(~$O$Vq`*X!&)Zpyiox3tk
zP*Kaf;iCxi0#wka)z{i@Y;9}4oh!2-vJ>nD4+I|jXrJ}CI4fu^XKSpro<;Up5M^Yx
zE?z{?B}i>~(vD+lr&?M^;iryk>v4Z#WPkb7FJHO5o_668jQy!#U<^ZzQDy^AMd4&`
zTed=UKyx#;bR58DF%R!Qpmwz&wzihtuQvPYD~0;@kBrKJDW3HPf@HvmRtxe*2S&z*
zOAbH}XfpRCf07C=p1N>pc7Akz^rhE6^^3pzi<xY9A$Fhm?kCtSrb?5+4u5EN&N~sZ
zetwXz83gCuR-~!aJwXVWU4ZHQJ|lg@<saU{cQw}3=)mZ;t?l`#xgh_D1bF@A<j5pZ
zBtAqN20MdV9L-Zgss(VPS#e_G)}mvTP(5DBg@jkI>>(lGF3wh14%MIqo#`V3Ut%_7
z?bo=)!X?*&W>eqT+Sckqb_#;MqG*?oA3h=v6ra8Zcvs6G=~-kC6WUi2I04)%8j;?E
zIy=uDyHFBIf=aDWQKN(({vfg?H93(1I&gB}XaD41vc})LeK**y57`CFm2h17cOi&9
zDqmBLbU{_Pq4IH%9iRO*H-|2`-JiaV)mV&z5HfZ=s}(t^ePnCt{6i@}&RpNMJQv&_
zt>rNFwq`teQDay)l4KZv)=;8T$XFGvV9*;UXQyVB^!WPeuYd4QKKTA$dw*=1m*)2S
zU;h2c#Yw5_IpRTi%cO<X#TAit<v%rWg{;Dl9~!*6!y3?krmulUI`9Z>ohhC%q2jwP
zO^5R1$;z#F_AM)v%vcA$(?n~@!_#V|T{3Uch!()Qs?N-zP`JsW5Mistxn*`O7I?|*
z)OH*x^U_}Xvo2&eK2#^nL_RO~oRKdmx>VzJoxI-5$POt4TZVwKi3%x5?=@rxqoNL&
zGHg^AuNQDb6knLQL{JwfB7B9_r~`nWydp;SPk!Q)tnnge^ev5mj90+Xs`pcfFO9sz
z<+Kg@({{_)dKv#4wh2&v<<aBxMdz;bGCz4zwc-r~)GQOI4jkshg`HnGB~_8a*;p?_
zY)s8#@0P?a%6petR@j{Pk{HF<yW#7^!*8r@JoBCx0rBehXlH6{a&3L>je$4*^?&|X
zANZ}G2kU?T|NQ&v-YhLFaphM;t7;cpi0nGXna+K`du^9G+*9##>Cb2V(8J~VCD{S#
z>&dw)c{i`$5Cl?Dp{@*nN}ml(02hcU`<r4e%7TVYl7B|Gd$&}q3gT;FCD$sjPAU5=
z=Qsvv#zWG}wqR3MM3mxvSC^Rjga4~=AG&yF9mpP)hl-0%9}M{3O>5AVnxa%Wm+SnM
zo<(+~0@INnvZ+W3??Ggj*9K)O8ii172>N>T7}_St+wPMX*+2c#r#V%zi;B}kQ(zb;
z^ui<HUVeaJ0{>(s&VY5up`)y2TBdq1Dh6pG5*U&;Gt1`y-)(WVc$t()g%?=<@ZJNy
z$cDA2Oiw!Wr$QOii!rkMWKxY%<N&m_j%HSLwwH;;iI0Bq_x{1Z`v)KW((f&-FAQC*
zJ6pVE$bRg&kp8)eSsy+zJP{o0)rFI8{&eg(OM=kBP&4OP<(fIhWNqm(2a281z^K)V
zzwz=|%UM+I8*?#Eqeih&wE11SIcb)5%s5;Zj#r~kuUK6O8I;CWQAZYa&FW9V!_DLk
z;(>~ALGeGd)Kz<3?_93~*~<l$z7jdgmU+tQRFh=PrUA(?qOSbev&e1_1-4w7N7ba<
z_aL(KAOp25D>$UUu-2~aF(7vg++$?_^FR5sizhBrTfA01lM7!}u#rbaW-|ZE<Et0h
z8Q7!U+3u&Cip~C+MHJP`dB=;N?C;y)j{+WC2HiHTR~xIU*ZWG#GfN4w<EYiFzD)ug
zmDAqq8#^1{y6~+_SLT-&mz1EXw@txgD!wY%QtyMA`zgYb)<dO{xuqm)FLO^X{0Yr{
zFZomSU`~I8JCeunG&=Iq>=M(i_%||VM#u!3($*;EAq)G-lLz-gV0Pp^Z@oWAAPQ@<
zwMlFc;HN(Y5Ap_8ovH28<fZ2b)~&CmkUe_b5Lt;8s}BWUH$F#x%W$Et{Moa}&YY^+
ze>Ks_9KENI-F7fweIs|9QFIkV@%a^kbi1|nxcwN})u0m;or6j;Z7~qG#EQr6_O1v?
zE3UkSYC3yZq5b0&4OX3`O?>8^civ4eB09S(BnPwv_i?bGUp#lPPIBuj*^q(-o^*8Y
z?tR(ZE%2~c)PJMeZli-E`%m{DJbo~6uD{+Ffw|d<S;i%u%z?QgKb`r(X%_f<ckcyQ
z@1-#KOy>=e?_HW-%unPuGLqa0-aJG|@%~)}HU-ZgDQjjGF!rKkE+-4wa&{$9Y}1LH
z<%=u6LT{2VPPB$c_(s9QR>3|&Fnp^DJ6G#o%da<y?B;@7gjZA+VR_%;Qgwv4G#BdD
zdCwv{+j5X*tCRG53fWnnW%o}HtC60U%r((JMhhV7cN*E>td8s|4k;NiJS7IK;sI@4
zkC~Wtmp(WF1;UkE;}4nASh_(wYQ6JrK=wo9d_Z%NLhSi*L3;{5^W*cVvl|okSax`y
zAnd&FbUUNSjvc36+Dquh-p%tT&Sy}p=ASd;Gg96zFNfr>nm6a)z{5U2JrCJ0oValM
zjgU%~e}7kgh1U!nygbS<zEx|Fc-9QzSipT_?Fw^*pgRbzDn(55mH=Hin8%|iSr^N(
zqa9bEmE~y}7C!_Gh@WAUZbyIG+NMz@G8N2v%k%^v<H$2XxXS#*e46<<7ia4_4kNIq
zTWFqsZ_gro&A5*D4ze>y9u#BDg>`g@_Mjo5v8Rwdvp_O`vTNaQLfXoY`*-*kAF%6Y
z9;x^zWye0Zz&+N}sp@?3G<uC-r>;}rAtR1t=^3bsjr8C}yhtfCRSPKWJnW0J3rf?p
z6~#D(;VG|i(M-2P^`A&^^~#oV?ky=(LpHFf3LNBpKm!_Y>sL3{xFMRIn4z<W?$t6Z
z#K>+ZIAsGB88DTWDrNbQ@^Aa|K%+TyvGpK9>XM)ui;Eo6o88OlRWry=o&oC=1`OGZ
zXAXRZ1xEQwyd{mW-8%1CWY3wM_^0;{vRnH?-)jyC4;?Q&uN-Fh93i{dfVjX#I-Msu
z=aKPIHNV{r0omVu*S8DBj~|ENE<(eA>4!VQQ|XD;s!~5M;BHz;KC!~iF3~0rdm7io
zswtGp22LSOU$1#SF)|K<?TS+GgB4qbeInC<d#GJ}?|x~Zaza_fXFGP$C~>lzmx~JY
z9ZERWPSpL|-U?-Q>_6)so6AezAZjMm9%rHzq4w_H^BzQY?7}h>sKd{m%-4~Vl`FKW
z*wWH1G*7?x1+sSr1e<wFL1dTPF1eNetC@Gz_3Sf0d#*J;p9|5*!q#=Anf%+T{@Pb!
zVCUho?ugSWaWRXznfH)Lpz(d_aj6YtLx}#9r*wI^pYPhJ`o<3GQ!J(W85|5zSpd#l
zHtK4?(e>*J+Faed%Fo`yo)8iQ?ccg_s{<lU1Koz~Ys;4pQWa_;J3yzcC!q^dr74;(
z5`_rCN%Z{Kk=}F2F70&k5<X1y;xwtr8PW*bt@9ViUKf^i<z~hoVH?~NIY=aHi~uPn
zr;|PGKC(-xo17Qc%N@^>>9F*|y6Y=36~cNRcA%I>b_)$oGHxGitW(RuQF9fy^#)l;
zycJOppnu+3n7P!u$zR_&{vJej)3G$SC|A9&{t`M|^Q!7m+Z{B)bbaQw5>@k!zt@nR
z&_!vwy?0AWPLa{;7MiEu`vTcJ35AWl3xF~*19uu68Vj<086L@#Wn>0gjlH6=ry4`{
z@Cm5`m<{Xf+7V;Pw<XLNh||{jD8t}H@dmL+EcUIZ2|hjt_jGxVfKUs%Y%q%~-p<@(
zzj)SKUm+S${D5*OjMC{^@eQb%?R(@si0tNK_~H<e()M}v&I{u_aA${+3vZSymUQS0
znbrH2_ZG4%88kQ%YVu#URdk`EK;;al^H*LVdt;#1;iv4-Y71;qJ<S~$1&a_oijPP|
zWzE~$zTPXy9&NG2<>VlZ=;whn5}m~H012MfjqHbwgLTPt(tcy7xq@AZq0H+bJF9!n
zf(mB&{ili?9t>s&ZS2JvDGv*wPFLgbIp=md6RgDtEshS91k-M<z^(Q{d8TDSceZn#
zootUazO#OIV;ctf`)`Gq{M->X1(a@;Z_l4-Wcykr{x;V_smA9I*?TZHKH@NVPRxAD
z|CL6qetuoC@fum3TVdr>FeKqx`Aay5?R4y?7s%dWjBf08AX^3{Z}PQ`YqG%9<&$=S
z(o~9=8k&;#4e{3&E`zhi+HdTsYC1cglnSoUDD07RZBIVC)x?voK!-jnqsL>V_(r@;
z>P2?mbKc1Sb?|Qg39q`Pmsx0#UHVCs{#LaDttA$qe}7+8OemYsdz!oNGH!HrUG=$l
z@7(3mRgYcr8;Iv<;C-H(tgonh28&z!=h)Dg>I90c)~mhdbc3H=9G%&m8Jn@6TF#xV
z{mF;$f*I$H%U5b9s;i}QV|TBy7{BKc*%_r3TotNHO7ES8!xD(|ux*N32gEUpDF2t1
z^mP9zMii8e0`fdPUCn=Ns(36=$KX5XMK6%OF;MI9Q!o^YVKpEgt)g3zat>xdWfNS7
z={6*S0-fwwjO_pU<NujaF}?S+RfEy#QdFV+HX#HSv*3x_7Yq=im3VkcHwdl^*@J1~
z+Md=VrIKpGhHhZJ9F+TPE4iqC7eLH7*)wY)26v7O^*k%IQ()m2VGfPmgOh{}Dc%mk
zNkI17cZ96VF{iVuc{18R3PUB2v*n6N7ie9rXnAWPFQ>JWuboumopC8_c~)m!eNM9!
z=aq%!y`AgRW78}ZId``3CsI=gdf(YqpWl`=`7KM(+uOZv+m}#Or&b(Y=7#4H+2g%n
z_`ejdv#!fU>&6Jafu|VUi2Aq+Ndv=im^ge!_F3Q$l@2+iYV1g-B?c4$cS@6Op=>=L
zBAtpcgbb7E%Ae0KvcL8HH~-?}pZJ~M`JK<aXa9TUGp|Jd8Gz)Z!-MhB-}~sxpMH5`
zeM3N+G7j-!6IBa`_(AX>eh7W{FGQxQlYT|J*-c(?54gW|dCNBF$$nK>gmouoENLop
z!e}X4NzLJenUD=wFg8{WUY*>p8n$H~B=#uZEoX5BaDV(n7+x?V6kEBSxs7mwdHRAw
zWWURqdw>haj?;_jlD0Gjqs+P2ukBvDdhN>UIy}l8_CFO~o&l6L{TT|RFJC5aj1P~u
z@D+A(r90ahc5-B*h0W$PMej4PTTyy`jO@(vT<WsdCE^`D=BCG{gh1GzUFdsGn-zbG
zkzKe*PQA^}&|6(^0jZYi4U78r-FkPWsq016Znipv9pWKaiqXSfM9&iVsTD-xgg=x&
zPPL~IctmiHlZx`ZPt!QY<&e^dmAydr92Q#FPvtX`xzcy?;&;CO?N5E;Q!PJU`iqyo
z`1vpX)i?j@8(;s%SHAR>!{f`JefhKH?{f2(zxd^^edTMP{^Y02f6c%0(kDLkt#5tn
zv!AZeZ1UjeUjFRYzxMTSe&d^m-3a~p>X*ObjbHof*OH6+@R^rhNuH{9^65{$^sT@8
ztFL_dE3bSi-2Ay$LgQcm>eoO2na{_EZ+!VvFZ(sQ0MbA$zf$ew3!nYMt6zWh+u!=u
z`LpM)tX@&-&Ekp=Yi&O=FF^KKbGMBGp;|R;@ue0NfR?E49&ssdAabjMWqyT%?``ja
zGYd9pEqy{;S7gs^F)@I38ADprc>1>ZoDW^&45~3W=8&H|*ge$LViTyi(lfNznLm9g
zmJ-_>2q^aW?ypp><<uLesPMprt9N~MeSKvueTcq>vvSNU!b<Be9y=~Q%}dp*X<_4h
z**0>8wz30S*lfk7h)g6Xlp}1wS2(x>9E)>{zDo^2T6}ysm+z*kkD4<I%CVe?A*|SD
z&P8dA9_L%(YfDF#c8129d5a3q)ZVy;y!y0I(t2#B!Q#()uQhIiZ*Qjva75DF1Dcnc
z?<&daRQ1J~MbQzvTQ(BSZYVEq2cN-JXdLn3T`Y~0L$&kW;!nt7H68ou`PJD=7e|NB
z4fUVuYvD0;cF<vCDaA3YVgctfW7Eko+BZ`EuJOU~^_6uSISrm2DE~G8%E0OVTQ_e_
z4o~FVHZ?khf#B*%H=N9l&&*BC%}>rH7pF(3MlKBJv=jg2>ljOQcyf5s{k*hW8(aPy
z8yJg^Qs3y%xxwM{L&=qDC*wooYJ+2O28w*EN*>~;P1|wOpUiaZ?Y2QzxGBEqdUEj7
zh21EwY{OGn&+|@Uu`t=^JxH9kTHUNc0ziBoKT9BgrrL;&9|^JX?D<}lG@d@Oxkjii
z%VC;HX;1wbueAek-`Jij^@QdwAdtt9!9n*}6>uTyYL2m&_1jMCs+`3zl>AG_gg$h6
z7UT4B`t?&S^oFOAt9-9F+AfQ_a&5&AR`;|$fAIXE8ZV*;Y0c?(6+9;x@X;4}yAd8Z
zHz1gSwr&jJHDw&8V+gDwj3JWH`9$IaBHzAwi}{zTK3$r&5ER!f*rnt)UrI0|eNhiX
zR(mn$Z*dT8@11=muJ*09Ez6MAE3E6XpqCbRps!@rt4BdWXmaN}kK<8f12T!P2*=2j
zDPUC8IL76Aa`>tE)N~BKb6)iPB718IhO}u;K?y|(7SK8YN|9G!zY&dHE^>3`9;Cv1
zPDIRHPye|zV>9I&R(<+n!{=;h4C9ny^vrN=frw4AtzKgd8njqww?Jskyjn5w!(U!e
zugGuK&A0*Cm|x5)qkUUP!UjYMTD%aP9DaG>vg;MwaRW0TWrtlZN7>P)XsEbe4fu9|
z%Zes?&g_Q|9uZ55JJc$6teK03)OXE}&2khnT*S!Eb1^qHmjmkwOq8Dh9r5a><ER07
zo^UvFaX5t5*Xb9od4C$&wJ$J0XxZfGBo(;$0XpGbNZyY&so7lHytcJ1w4mnO4{kVi
zoGd{d)|sITgQdYz!B;D@1H^CMxG9){<YRl{;5JfuY-5XLm9AZHI!H~5<4ufAKxf{E
z#*kfyJ#H=tZ<b^iX|Hj*?JE(XiRdsfxZP7Zt&O)?N!KPe;L?&?$^Q)RO;!M~*2pA=
zUAJQ|9`%GLk$-`MubIYk0Jmd5y+C%fXNskgS--5uu>l#ZyI7MfQ5rFT#U{jGRU*aw
zi(Nr>aiO9^0U}qpgRl)%^ZS|qt3d!mnlgZK=1xIm*DSkw9L*9t<%vm780VSD)|c0<
zUrK$&9bpU|+$W_lp@#t7+`%V)K*{)f{p%G*AO_9MLOTHWD_5Uc269`@e{a!W`@-gu
z0nkTh=EvvPmeyDyOpqRi{ycm{<39CTgS(U4K8E6%sd4R3k@nYjulJp~n4i*B6iHL!
zL5%EFUARo`U0+?J*m|8%>f(ox3@wlc&b@UOG~bD$2lM3+zbf(ua77a8195`so|^CN
z@RtND1hHlZ@cF&#dvF%o`gU5mGVj_c56kyy!W-Ow_RTZQ3(X+A7iodJf%*>_i;_(T
zD6^hdSoMt9v<3^a2=lD#Gp%>aJW_M^gbHI>Em@&79lI#T`%@(Rfi}@(;~B2fl|Nq~
zI|3soD=;qXJXpgD0D3}`48JIuyq8?5>!cvEi`;IZ&i?k3w*g|oVoC)+N9-9_6z#iS
zWKY^>bvOPnSJ@d#IwJu8I4R3XMP#2X&6+Z9dTTRjq~HmG+-{W$zrfA%MMtT(UurNo
z6!X~?d};Q!IPo^BJH*gOG-5xIBq+Nf0QzB-dqwYAq4N=~0r2%m|CxRUXLu)|y|v&T
zBRk<?X@1Fs0%h57H0Zke*>~#V+VWa(*4(@WST$0$y6myz5vIQ-o{(Bi3WDHaYxDgl
zXh~F|tO0I_#=eoyBB$t|xI_|*VI)q_-1*rXu*S#30@?MGr|kJfb`;J&h7T~iO%LZ4
z%*?KZn({+mXxRe6A`JN4_$<y@cOy05(z+YUxk~4+yg+uMASDqGX&`-rCdiVLZ%)sl
zz(U9#ZL8E0WM?HKSF=Zh59n5x43qN}ergigX{@Fo<e5Hws))ps$NL7>ba2ocUiPuf
z+uhG;LdGToH1HLkWvQSPhu}K7;gKUd`4`;#PdAw6yeRYPmi!qsh4n2y0tO$VOZ3U0
zC~VT|pO^^{F#O4iE-bt*Oe}aa!*X1YooalhrM2iGyAVD!W`ZPwsoxSD`nknk%KHqg
zLF&*&VIh0O12a_`D3#wvm1bsV2B+iO*4)1w*2|Zcd>T_cz|{z$BJHv-ZzS)EZddO)
zy?*%Ou#yPG7;$t!r%7Zd8&~r^wS@56-H64A!<dDGRQFb3r8TJd8)<<BPxL!&x`8F%
z?hntj-+3G_f8%=`+0hBBFU^G=IB0*x)wI46hb-PzaF2k@)W?6;M0Umm%A;js6X%L8
z)OC>zqcvV6eA4&UG-4NTycuNYFJqK|ZiFkQbv}2|4jQzg<AiQe%8SZ1r=~__9&UZ<
zZ^F!qcQU?Hke;{*0s|`nh&Lda!>@E_>2jby3EHpsEjjnA+ar*GSpZ-K?|-OcAH4rg
z(#sR9-@S7$?3>mGS9pwNBFdPoL6Q*42DW0a28bY4DRl;LF8<TU>)tRf-RxW6e@jdt
z-}l4&4@9q}g&e~&J~Rf?`GACRPM4;jIYR`wLI)a<CDQLLe(qgtN*IU`dSXn)<b^`5
z9Xmd7uAeoYB?|H9&`*#5WZANrTRW5yYpvPd_LaE8qjd6X)b{_My?c4C;>z<y&mYA2
z4DqOE)S!pus98BWYU1iq(W5q#4jj=D_;i=;zUMU6=ahY;8=q?1blEfp+h7}nc}ctk
z5<(J^kc1@A8%cnx>z?~rnS1BXo%^Bvl(s}VGH@#Q%JulImFxR^uQrwB?RKVNMkW0r
z@7De6iR_ji6)50fPj@(SScHvbA%Olg_K*b|Nv928#Hyr0r>VtLAK5KqHXv*~6z<59
zHs0`!1Xf{<Ak6yQRB!7P4#++q!qsJjLy(B7D`2|nD`@B=#oH54=4a+OE7}<GNG3uL
zT?va7D;a3vh}bfy$0|76h5Rktb(&U{^x6GyN3|^rlVRfbXWU}?Uu40v!C8_!a{zZ8
zzg8Vc;}5MjWN|sa#%y9^0JjFh6~lVPzZCK-%PV5p8p4H?nY)Sd!8z?4>0fBPxqsKs
zwAOgFP?i6ipbxQQ9bijNogsP);^5)W>dmN4PRBDqQU-ClcO-(R-=6-qj&R+0=bJ65
zZ}=j%c*cUbZ_U<_l*c4U$Ri^nEW`dazPfs?q}BdtWE?|I>t(^)X+3GBlYRZ{>5SmE
ztibK0c>7jrYZ#Z?uY9-AJl*bVi0qabT;{kX1pzBLjc8>^W7Wxp{scYZ9$m3@%M}fl
zkul*^)$;Wpf-TG~@tMO()slo+u#W2pr<PP(mIk8d_JII})e2-D0!MPOYGrXzGhKJ4
zK+Au^K5m3q9WFE=o?8*{LR&0Qrp}0llX0<F?gpL42-e|grm#PGs8Y*AcJ@1%4&3Qj
zh}AZYW|eZ@#Y>>THalluFfI_Cq_6Q`?4$?ooA&sP{Nm7@GlroN$Ix5^?(_8xmh_<T
zC$-nUNc8Z6^)}i0yK)nGo`ZF9UNp&Ysw1rk93xGGyx0$|{W{71^Z=avWskYucU{^L
zKraIiIk(cct^MX2uK~pxKgG3PwWrQd?2B(@Q?R$#XPRB!mEX=TKDqg0<aWLkvcX_w
z;d`^4iMe__zl}QV&wB^fjWmt0yLJD%Av+L^O|;M%7};_w(WmMnl%~Mv78}-SQzI4b
zoWyJ7Uw<|m1PzploMEefy2u%<YKs95o(1W$>aQLWIj6=ZnWy<*Z42&jjhKv)&>Xb`
ztn|gjQgE&M8-K1R`jDu#Q3)UdcL<Jua8!ESQ0VZ($(3i)&@Cz~o*il<te)5b<bA5z
zqM-ptLOnFcmH<a*-?X5y)CbM+okQ6AVz^BeH>G>=i8CNxhb<ce*>;C9vp5i>W>a`P
zK4pzjs^bv;9Q_x0$2p1S6(oH$`iMJpor_Bq&-Qw7(3+@T@z#Yi7wEddicAhv^zFCE
zJALGy1bQnSsV(l0L~tZQY3Kx?SzYW1LFHaCmK}c5DP)g5==lBxh5XDs_v}55?D6ho
zAQ)+zSg@uwAbKQaz`79Hi1QC=;ySfWCG~gvX1CBh-R^6J>~>u^Zd;&|Z7NR9R|dIw
zu7((^)Iolh98|J{5%C~3b!(6-xAU&|mgNd8fHF(2E_oN$sF`f&K2#NwEQM?guq?d}
z;}gw5Bxv)Kf&Ab9@Bf17TI@mct|V{LxfpxQ18AKTJUaMLPvQ%fb?OU(Ycv}a8j#(;
z5<Nj}gA#sjL<|9G6Te1Lm84%s18L$Aim{bAW23O|CF5%1Cd#UTF~D*#b0mrE>es+;
zhZjA6Fng4qn=ArIt;?(h34Lmoz5;xED`?##O}kTA)v&R#$+nINAUho#y~B7^*_<4w
z^xG05aW7}E7E9i`*O>tAFU~nifU!0B=GFE<tL#SoCwe8&?A6Pc7FGR{JN9eP#*a@>
zAh7SZ(`bzBd<Ht=QB!|O@7S->GWf1-0zrCeK<M_F+Xih%h=40#3u{GJ)(i{LB~qjj
zcDL?dD`ba;L7aTP73VT-d|HPF?lbIyQPOVaEme^LA!fLqZ(5MSWM6j~2TSqPtla6g
z`uIgyL+Qj{+KtQUqMpa>Zbp)Y#e_kkI_Ok@uNR{LA1q*6zfnC8foV^dd_IOiWZsP8
z*&&yG5@Jdkqhp!Twf3jZ#F=Vv5qhg3n|wT?VEZViA$5n2F}T<7KYq!O!6nJP1;;s+
zV~2t_&gwc(HKP_C(8%bds6}U&NeM{(>L>crT9;zMu|9;Y1&_E5$#vJC7p~{ep%V1e
z0qEI5ylV$g((el5mXOdfIy$_$x!I<;jdejKruJsz-O^pEyr+uCVDmz+{Am}SoH|20
zA%)J9$FphgzE*m2>MITd1a=;|_}->XKRp0vRlg?3JCZwmxwp2p820s(jOe(+cC`MS
zjxMB&=~~j8s=e*h!`(vjbi1z=vRgTp4I_JuZVk?()kWnF6KlnQgN(puMn{?0{3)D0
zsZ}|I^6`@6AUHdFd=dOvltevYQ-g2b=9WK6vh2cX@m8Ho*uaIbuS?uZWIv|qg6|Z+
znUa|fV4KxRY>x$VyfMia(z)oIAv-a%1r>LumH5vD+2cPE5ao@OM?s}v9t-k#m8w;x
zAJU~80<C!ZVT1R03@@4;v1T|Z1h3`Zkg3qjA{~v5JqP833?2b@!T&Axf-C-8@^asL
z$%|v)%77DF;!9doC?Gc}xvZ6)e@E2Le85<H@7*3W&N^}2jr5;C9;b1Kq^Prz@{N~~
zY1Sk*UcP%JkqDD!LEO52vrR@wCk5S$7KCWDQkHsV9q!#f?JyK&+X_=OmYi*DM1&&;
zJOweoSJ{<qJC;V+-MY__z5X=e0eooq0pD6pWwop$mj@&`1?UiVbDcx=EUhd!D?ofC
zFh0CDLVs@E^7fQs#U~uS<;4MhVvP7ie#j01{S@rr6Vt@oq){xv@U3C|fU{F$kyGEI
zcW;7bhpl+A&R8%Bs-@kEjRpSoI=pky!*dwWVwaFzuac1tRG2CtCPALAzE0=kp8~Qk
zt=4fos8s_Qe|%^hzXZ@}R16ux6T;SdD}EmL9CKnSBaY=+ER_TC<eM!3deFKD=oeCL
z!?#iMA7cwnE*jS!M|M5bTS{+^0WD{}i;<MGx{SCuF?#;aVyhm8%riT}>eOjPH`w}d
z+9UTL1kb~^jSh&9RS14`6Vo&&Og8jgc8vJ){nmF5slSYO@mI(mcBi`|cC$K{Z8k_N
z4<1FIXV}?xvCnNbo$L&|c=P%oyUp1*LMPm~lE>;Ivhh+T-db<lPd5a=cAKmnM{>bm
zO7B}&!YT#yb~zk^i%}j(`E1h_lDOrv1FsKmKcF9o^ij`cz({P$fS7SyXMFWeD@gZ;
z@2G0Yq%mrztBvoyi*u0e!A<3_FpDa_tH@s2X!3+A9!p<KACeSv!+zbk7Crr<NyI!L
zX7G`yU@g)m>)%^Km>)9|Yu#gT4*}_~UcK1b!a2~UN|+|)crAgq$B{h-G9l!a8UMXn
zqo{*-$xpyeFuu=CHo4?s$8Oq&(e`^{mK|~EW5;Fy<@PI#Yhb*f*cXZ@xWI}PkVuln
zKgg%Y)ujIV?7?4sFFtTaG@h$I-t0y39!!B@S7fv6RL<C4r^7A+deZc3g6y!BdWSCu
zJ9|(F*R_Ku3j+>%%d%`L?80IO+@PE>opm0#la#5!iOinhy}4McxggFb8mGQ~JbB>E
zZwwOl9e)P;*{87XRKYq7l_X3iT;ogvLM1Pfh=06^m*C4?%PmlsbVFy-ZzcD;i|mH%
zlxI6+9g!sF%4`da?6t<245#vj!Gc6UIZ%u9seGm8lfHgD6$>)#i}TF5XK59|Eps?4
zu&CrZLEL)+*?}_tB%A_p{dSN>o0pEU1U%>#L&o(;o^8H{78>2*SDgF^e8(S-cfQ?I
zXX2B2rQ(S%KraN6YOdz8Ozj4}Q-*$QZt95;Ma!w`i9BP&qwA|{_GD)z*azy{6MJV|
z+x8@Z*Im5XpU570L6cIYOo=bP&|uy6-jw+!XmN+f?BN-wuWe^GF2Es8ur@d*gOi9i
z)}GgIJ=Tzy#Ol6&kc8u90T+P|`{?R<(3J|LK4*FW5`D(qF6pPQ28RIplPBq$7}=@9
zS{r7%s`x%*XRj=feiB<EeBEeOb!f5XME4jnuqX|3W$7kjWEY&+!n^5u!hK{|f#&j_
zSy6;{naTN{HMqU+31laMUid25d@VV--5AO%c@;5em>CIVs$Me2bF+W^Xe#hIos(x9
zB=XJ_>mss8!3A6p6WU5RKpoWM$d2Q+zcF|v7hal2gi{5j->*6;S1(@0{;^$R-LoHB
zYIECjKkXu*Cr$55WXCJ=!3YsjQF;)7POnA&%_zXPSulc{`v(O&0akMKHifILLpVjh
z#1k8D0NIJ#%|a(o1J-&jGnLCHP|Fd8AWtOcjaIdvm>fbqV?@<oeUjAsR0=9dEBUJy
zZscK8$gV;v2-*xubgMe&V?1Q1dG+FzSTh7^qyw2U9Yl5=;1YmVY^;Mf?@GoJlF2lz
z9NrViZW9K_bi!stjKjmB5g;Drc`KYZNB>M1cK`~H0%x`O(6BfDOfJ52j~_jTP5Twr
zktm$rKKjT=okrL3VWO}jVsY{U0fMHHXt1>6Bh4)A-uW}^RQE>(_ypa;^pp6q9%KgQ
zI9e6fJ-qboCG4O5*-qO5eOk3mcvnc2!0RsF>_21=KoD%o&vA@oRcP){7Y8$X_{_yD
zUR6%C9>5KG-^T?ITL`m?A%Miqaoy5|>G+KnSX1>Fk(KWXuv^29fcNnEgMQ_+i@C3#
zg$`?>hU`!Aw?GcPa$5mXKd!rlPG+iY7TLW{9mkkhmGhyaqjCYJ2$*T8!9P2Q>{g3a
zflU(h{mtobXib|6ONZ>ZO@7pwi*+@246BrmYwe0V@EkJ<Q0&$4-40BCXI$p=4s;-z
z!(rLtSt5)`ZdEdDa*@Rx1hWG@+{Gro{^Pm+%l$G<QBZW&)NW989kS3<4N2F`wCD0+
zmiXRCab$yX)!M#n8ezk!=2z3;S7WzPe?3+|%CZ=BBcx^uQ72O~H!k0B20?s%fA0JG
zF^}>GhLa0c*L~pO>#ni6HQ3?aDYlD%o;1DBke!1%2PeL2w7VwSvgB+@%}Wto<$C;t
z`8(LqE0{emVg~sCP=l+pvcNV^WGHpaXq0S$?-u{Gc0RFf+A5;6aQmS9s(^3bxUs|i
zflAO%2JW21+d~`AH?TuN<DEQj>83SgCn0imt85ywo53DIb_>JOB9d@3YXMg7^xt*@
z%dP7-GndFXsZN+9Ny<&J3N7@Z@mC-_>?U(LXU&kw<}SiGm#5L;Q4p`sa_BA0&0|X%
zuXf**<W68h`CABuXfu=`Llf2zd2}O}*9yno2-a!mu<<SeOVz!F{*5t($4+Z-NkFiX
z`tC&ZRDP226CwZ)B7UtdTP|j=>Un&bp=JI=LtX?ze(bk)s#<OBt>+26?&8fpLw34r
z%5yTZMPlJSnVh8ww`|}-<;68F@-v^PTsA~V8PBM}tBAl2fE^hhMB+u`<r<v6y3dX>
zZ-H+uW`@HwPZ-B$WS*D(>FBzN8R`WtthJQ(W##J<p%r8wc@(?%SGIyz3CGQ>tXIau
zR~D}Nq=Pa$B@Z8X5Zv0yr&RY=9qWAh@+72)zZMSo=C^k7+aDTN?`QVO&i)xAd+?BV
z26_~e#quiy>eQo2x@c{E7iE#f5MoGrO54y`I@GBR1V5PxN$lIqL6>R5Nj<l3+;*-2
zPudJ{lacZ8!ZCaiG>YVU889lBJv*RZ>A~(^E%UamELru5PX<^=r%cw2rNwe{kh6OA
zB!>0YtP<q<iBV$ICMm3ag<;j<?C`@~1oWio{e<ioNWN+ut%-h+T|yX8g}Eh!Mk=GA
zyh<+0A2{e6sT6XBj|B_kT)lj!b(RWdfOTFCti#;HVEWFOkm&0mI3M^---Os3DPAS>
zJpR+?i9|8mLupSRp4myNzE%HW3&?I3uwnR$p#4j6K}cs@QC6SU%>*4ocJT{02BitQ
z^8JskN!B(oW?52j`U(fK%+8bhs9eOuOK8@bLLh?<?f+Rq_Sm^SIzEP?n8SQLd}z*8
zDz_dFXMKJR!5t~M8g?Anu~ISDgab@F&DymnuD3Qf`OLF-T>R!DOa$Myn#?DO!-wp_
z!)Ixw*)Q71$To+0@Gf&ersm|&7}*8oF}|=z)K|RMTa97?PJc5yHDk{N?yU(^Nw0e0
zCV|&oyxHr>&ZCUo(>k;WsR}WW(3~H&MMCK2mlcdt)k2tKWT!{UEF{`3B0q@4CnOL9
zUnss<S3^VbmA+3NMmLlO)M$d!t^A!_W|||I+X_mZjQYc-0NI0Hu0qhp^B@sC^<wZt
zxOS%_Oh^mJZWicUFc>rs>5V9kFR({t5WjLPl~2@3a-n!JKsk5=WuC3@GfXagT~i7Q
z9m6EZL`Ouew^KD4<VE8hiB~IP;<*Z2#^WR7os|Jw>una<tBs2up7A|)^un2NiRW(D
zT625xEy&)Pv)(Fbi%q)t^$#r9fZG>sQ}St$R&cpiAcBi4{PsV;p*#WZKAdD#$2Xo3
zx=n|(fbB@|H&dX_pU!%AtR6j5NQ}JpyjDro+FSIbBR&-}8tJWJHuXtXe)YZZWETNF
zX?jm1yWQSVV%8pDiV~$xV`zmu#}`=@^O*teWZrplT1B{m<cS+d7mhHPf5!DL{h~t&
zxd}n`xMl_{iOA^NX|R*#N;eZT0Hrl|`gCWSy$8xTUeus2#)qW)Gj@NhstpTH0ey*L
z3_LyFW}D8GZvolWK%HXxU|cvGuE>nxH*9M`5s?z)GtJfdQzcxFyiRg4cMhg09@6(j
zg$5qBzG_Fu)~Ya81nD8UyMr*~%u`-i4Ax^0#>isBgF{4k&gZ1#4z|)lRgECKYJt1_
z@I1aqudE3US8buKJ^D)bkR3sQ`{fIl8Qd)fC-HHTUtbMhw{z<K$#;=^23Jg+Ra9n}
zktlUNV83>dy)+A6Pd!hUsd?{3zHL0)>%Obn2doCcUQ@xDwD9EW#Vf$wFdNB8S?eS1
zh35&p?&8f}M0WO8*a3XuGU1xq+(~D4T|l3{(xPAGbaN`Rgg{>5r@nsTAr8TY&z(L<
zh>?WL?i13^JQ(9_4+Y}-Y5OIMcGv+SH{D`#AFM^qBT;21n|%@|TVt`Ji=f1I;cZYR
zkfK_D48eF6ZnmLJd0YV<$k46(@kJAeYpS#hWZugB35eMOY+RVMSlxl1q8A}4Q-Yx-
z^*4Tl0wJDmWzAeu!eF<OE9&G@gPlY}%nxo5<0m0}XEB!=lesq5(trKsIbh)kR9l=t
z;P$hTx3IzL4~@a)^L^;Xu-?eN&A_UwfQF+T<3bCK?$K9bWVgC*UcE`g?#6tn(-eSj
zvN^pIVO$J?wSkF}R6&de%LpfPWipo+F<sb$%=7L4{PG(U>fN~M`sFqKRfkd*=qg2o
z%r*jqZCsiCVGsSei-4Xqy%&+4+ougS=$E2EEqi{mlMY0@EAvCl64>+A3E;Sb2pUad
z#vu#U5Xl8j`Jj?`Qmc+aj5%I`W}EI_d1$ChRA)lJ?Eq8?Fo+Vqj&FabkX_S&l5!hs
z6u6^>MFtTEuQWSY^z;_BgJiR~1@nS)qkfF5ZQ);AgjuG9F@0g3q}Uq_n+>@^WXB=M
z1tiP?*pZm*bzMaw7$K$%N)q8)Gw8S0y>ovIsZB{?j%%NI_=s!VVBjtq9W3;5THI@e
z>{i0)(8Hk3o1B(W4bHYk`R(62b%q@6NJNL&ia><&qeG(>uyxW4hMVpC-<VL3tF-)V
z?{?#`yQV(aW;c^vET6#ZF5c`#WVcuIqjtRJ^!RjZdK-#gHHhhe9ndf~#j-95f{Ud^
ztAd<M6$}wHG(SC0U>|0Aj|6$I2jkbX<@&g}lS|82zy`;T3{vqSAwXbpnPP!mAb9ar
zSlHtyokDi<tW5?-q0yk;f4U@R1*J-@cI!MxcF2y}>NFkhkvgukg@0)PaBF7J<kIt`
zH;Sf^orx37Nz6hEY9o#0lrx>$&8pVpL^GagT(f?>aCrw@<%vtY{R!PH0?SLw3v&xB
ztuFa;!F|;pRz7?UksT6=YBy6n<hc>DM4)6PWjgYN5G@~q1EGA^mZEh?qaxM7qmgkA
zY#nK$7b-E9`?u~PCfj09iB5HPt;|om2<S=EJ&Wx0pS3Qs8&QsGG(*ou|Lp50iGyr{
zEsr~!zj$*HFH|kvVldGz1)%gWjR>I?A*I)Eb1$*+hU6-{&RF*K%PkK9NuZ&(MI3kP
z+@q04JA>?OBGe%1){|~DcO$P(1n6w;LJU;fP9Th#wG9Gg{{NY7nBNeYUJ*)=DHi_;
z*|~?wBFkf$ijvzB9PG9<P3cPO;-d2Hl)|&>)=l*)wFpcPW{anb;G=4>%7;)4HFPh&
zSla>IYbCR%X+o4HL3a;iO_KnMKmYm9QX=p-Lws1zfNshj-XG~6N0A=m&fH6A%=5(N
zj2o|SRIU28?)t+7UU%`PXOTUeg<a!v$~M>cI^h`G%xvF)4PVmNKmXUCLjv&e$CUG!
zLk3w`pEUZXSAXK-9?U&efjdg-jy>Q5zw3;p<K%E4PiLQIa=7grviIM6_T(w~x&z4W
zfSbrx5}Op8@^Gu1cP0tSd_EQG%>2stl4he}WPdCONJ!ettrvWu2^5^%u3c<2U3_c%
zp`9ErVH<bKc~|xSf~W8g7Bhf2f96~5HrQdlf3wrGcw<C%g~*f_FICdu>-(%2ZyY*#
zI`b}#%e+W>fK9!2>1u-Gcq*(EaHlZoQoFlQ?Wr@uLaj;C6Pc@Oa8u@U?x{a_5zv#S
zdluPa2e2CdK4dd(2SjLkxrK9aCuYWHBeJdApzQO+`M6O90A(d2Buj|>nwXrpdnM0z
z{)Po1_7KSUx9=FT2g}9X5%GqM(Ol`;r+}oLfBNYsnwk4lB1IKM3pbK@Q0Z4LmB@lG
z8~?JE&`7lg#kgR>2xgZ*1jIwJ)#Vj=R=X;>$LTkLCWrZM2!p^vwXv0fFLdA^8qR@l
z!zZxw1Q1^8L!cRUo|iv68xpt+u+o@CxUyq+2k!8D<fdNvQ%9bdEJ*{xl1te~JVbUg
zIB<2KBdzpEC0G~W&H%@h_TbKgMn2NsDU-nKF5dJkveUuVxdMb$6{Q<Nfxdo;6Dh83
zN5o8uRzf#Gw^y^9yHDD!1MBfBqORxh#q7Sjiz-HTgUWQHKC%aOw1eOowcGZM59WzD
zUH|$9{W;o3X?t4-<zTgc`AWy?xc_AaTlG(foH$M-1?~;pBg;!a$iIS@1?S211;I0_
z4=-8?m;o+=$c6ob>`3Qz{p2@AdDyM}FiPTa@Af_Cbl>T3@l4fPeY1IrMCPZ*st(q{
zbghy#pPxEI#vdHGD}I6G7(5Unf9#s&TLsNMQ6axaCj_~mZI?P6!YC?C>QwYk=N9&1
z8i7-1u6%z*SUo@3#K$T5ihKEH7XdwKx@VESdlP4uwjtBRLUtNRo4l0iOs?|RRiZ%s
zZuBg&V@~iY@<<5l%Lwwxh=8vGt_~o3?0azaHm5`m<cLWbBA`BLtJxdok~lYSvoAJM
zo*O?q3vItOQ0bLNkhdf<;BL*JXUHq~aDsux7&!y*^q>=PKRG^02b(BJJG-lc2^v=h
zT=C07t6IU|YIq7DAOh_%r$?aBvbJCMR7C?%Y;32V&Jt}`YGd_|kFVv7v6CIxx5yry
zIp`cBuJV<BGL3xcyHzHE*Im4MJ&_%1M5|?ze%0QNC!~retTpSc(VNI_6eEKn?K6Z5
z+U6R{4LUADXowMLUuG|=O3296^4$4I?h@b#Ds1iJ;`1P?u~G}sT5XxPfU;3TaE6%5
zi%5<$LAsEpzDPRbV)4fc#)^HcAR)p%bxj;wAqdw7+bP)1;=-vjJf@&9&wRo)1j!bt
zhTXNw0C7I>VzuNqn;H)%xV72s0PbI%pBkIw4{+nh8(*h%#kKmdU!O}SDEWU22cxt@
zkbR8o$U-NNq(p|ySKP~g?joQkO}{3{4&cBIu`67|<8Yi7U1}Pl8E_}Q(Xs|dxZ+OU
z;Ie`2#D8)el)QbV<dojv>zyi=(Z&a%a{d`)4}JpW=ezln5<VdX*D|hm9YpqIL_itK
zBrGv`($r1dF@$aEt;)hEfMF}ldvO7Xt$@)~7M0~au?*r=exRI}UHq<OgH$?ROkP3B
z*jN*M3<gK=34~ucyBL~n?0~qPy}IhVyy+Z+E?}JR`oNWemM;czm`(#PM9a2WwXGH&
z_I-Pam3d-pVqdv(HN!F?nnWvzAj+T{3i)7qKKH#QGE+~V!!KnYYU3l~V;aLrNefHK
zS8V%gVXscU+#R?{;B^;oUI%0s_65Fq?b5x+7qg&^J=VQP_S1#ngWV*oTOovf6~@Od
z1Ru_#=(@u<8D!@zpi4Xe>Ets#A!dr~mKv88TU-D?+kkNu$4O+~YT-|;6q<{#&#)Ga
zR0S)E{Lh_~H_|S$)9NFIOYED}@f;5}*Eh^QJ-keVwK_vu$M`803dh&;O)MOeR(%D;
zJI+r5{2`{1frCWc0yu8_3i%o$<JrtwYgfEn=V#{xs&Cs|vjuQ9x;HxfuuZK(v+edy
zdESFy9bfIBoThvcw;#f(Gn^t=JvO2f+|sjeJ#=Y8x9?SxoKFiCGDS(tL&-)4ak&v2
zMPt^&#!~g;?c~G0AQ#yBb`j8%re6nSk5j~R>q7SA3JW8K@@P83!7<I_vfAilW7RP&
zbg9nft7@+G==?a|WiIe7V=5d>bk`IJuuR{o@G5=%#8}%qo<yvuGf826vo?rEx(e(h
z$#E1*CiC0&@Amb}p958)<oIwg_iyv`G$@y0ik+FBn3g5Xy;;6{<Bltgx`ORV_f7xt
zOC~oi@88>3YbN}OU-XI=b)IJ(x4ITKu|{5@Isfjf@9JG=zx(0b58t2tp0&5Kn5?9d
zFz~N#q^)Ml5LC&J6aw)XuXSE0ep1?Z$upr&yIue3R1n*PA#84;*+7H(eN)@W{RhG^
znDQ&9_56RH--pC3vJKy!{x%u%kKg?$K7|<7YsjuYb_@z(dB_uZ-Nl>N0omD1#ZOV0
zrnm0wee(i)p@zPGA?;vDE5RYWLIIv_sCkg8tO05p4zK?BqD~hW)ey34JxbJr6OcpC
z>&|~<HLh%;{U=lh#8?-|YrHn#h?vpw(`)o^jlWn{vacT_CtgPQxg=c->$K&Lg9$w`
z(GAXZTr&B$v57Nk3Wx3?d)WU4rq#RxV$#;iY#+k$DvI&JqucBfvg;e2FlYPG`izZ4
zsh6&b{=RYf#@Dir7dP;Ia07oOM<q~8i!n7mN#5+tp#I~l;k&~U#XB}A=tC-|H9Xlz
zWXz5wHC_vw%CXmw-G<CYz-{=IV{@M^?;@ZlP49bTC#E4d2aF)YHnur8TMPhEJ9D=t
zX%bZBvTL@6X3MjrLoQn1SVOh8yiPi1K#%LGC$mQsfSv%I9bBJ5ylijHc3|7`FqB(9
zjBX0q%@Jnf#fuj{UV%JLe%ZF6ss*$zs4cj@FD$Y(u$#xo-YBNGu}&gnf7)GSud#;{
z=lR#6oBSRU>5y(JH+%~7C*4GL0f3I6b;Nu~z+3Dm9wR!lY=}57rwZU(TV3O$!ZTs;
z=G|_Xq?4w1_~wUm-<x{$H&PjmgaLLW-2sMyucM>%&R2xI?eGA1y*XxgY(KZvZFOi>
zcZSYBw9nu%_}tRcP=r#}5x98UCh)q8H~SUY(LAV{uid69cce>@{u-3jn%~v6Lg(zf
z7|0$U%dYj#E}=|q_xtZjWe?V+&5tjDLc<&vi;<mb2!hudwO{oajDkNT%GBTPpET-&
z;k*@i+BiDvEdv2|g|<!N9XxR8e*@EjA29ZKy5oOo(J3(`5keOCc%Hq4?5D!Hs3MmO
zLU$1#>ujnDb9d*xMnM5nWGdrQB^FQec|WBue$-u++3AEG9x4+r_q^NJZxi0-T-Bl{
z{+)U>#Zr8y|27VUL!du#AdM%ptwVtx`AJASUBu!7JNv~ry1yfQ3)$bXZp_WJ?(qfd
zJ5qCx(5>-q7`TN*2TMEJ$mY<EGWI2{3#*|Ov<cf=Y&CHnjM&Dvi-4Xqy<d?X<Aj3}
zYYZtkT8AXD4PZn&Wrl7IVcYnpQO3ge5N_7B79(Vz1D#cyfb3*mV`pNnueR#ci7=UN
z;2FfzS@4M(Ayc60pF-rg9&wN1?MBc}7?rAp<A;G~zVjeHh0S<N*Zec;Q09qPQG@xR
zplC{aP^Z!QKea2fpE?74iM?<cEJDCWHoaTdZ*j?X@q3St^@OTG(;i6BOJD52k)+%e
zJA2$!zVSN0wz8@}!t_|)9ZF08PhD{3`yU-vi_?hp$&%9ocby#gvA>aF_I?@2KK5YL
ziEN$iYK-hF%PWr`J&rGQ6M_NeI@?h1*M{l6)_08`UE`d8{SUT<U-|E0Ew-L-$xlwg
zA~w<tr=__BUU%_kzal$uadbkE6sG5Fw)NemTA19*S4hD`U?26u%z~6A?pyQ9tE{>5
zNquDJryU)5ItSf$=B&4L54FxxKn+d@o?h+gGL`pmT#OrceeMd3;{n;PZIjuL%L?{M
zLvcm|luuvg-5QA9Y<L(7TjSY+(`Zl+P}#!<pR|MQ1YQPci#FEfGFZ<}&4jbwwiDYa
zex>SSLr?OKx{-7ghu}Qc%q3YIgx$8zmJ2Wn#An9Ivx+mRBf640N$%mGwCN|IOMBl~
z+$Chk3*EYYbG$T_k7ggwV4V6d-$+|MTAs4K^`g&&O^2pYGRX$N%FY%eu#*<;RBWJb
zY%dwr=q>_!()2z?c1qpu+1BeU6>t`t0NAoS-T^EMhJog1F{Fa2F0&_n6XZorgu{e@
zl^4gkqBj0X@=9wrv0tbrta<T+q;)XeI5&l2vG$(Kj$%~GTqCyO$@}`z0Sm#D&$d+`
zuhp+(dc{LtwM2OMORLk`VC%ot6ta`WU_q?86(>b`E@Iu;sl;BW$H5Hb(PqmQ9^qqA
z0edPWY%jhQw7xcZs@lD{$+I{(Ax_YiJUpDE_PT~SMs`|=u3{xBiGYg~GLtx>y-u_i
zXoWk)&rgj`-5<D5l*nu~#Dr+OyWfc3uk<-bK~lrFhN%IW1=Uc0_qONI3X&J7<(d3S
z^<3&t;B^;o_9e30$%97vr$5!7n)F<B_MZGM#>(2$jZW6=fVn#lVzz<j8|8ET%IU0_
z(OC!R#w#yBIm3m3Orcc2o^5|MUTjQk{=iOP7(Chbt)u{u#rm>Xk+MAm*_dH!2On2b
zCUawE#~+Lf?h}^Y$SmVMR2~P@>7lkb;biLU$e)cPJ9Ku2$fMCmoTFT{tZ;mFWmT^1
z*zJm>Mhs`-A;Ocs!9Bls+n`_FQ*_5K`j<}{!8~ZWx0CLBumF`Z%lnJXE$aF`I)sF(
zYz<Nwh$}R?$-^$);E1SqgwIP~)1@YQwptOLj7|7|21nk}iFP!I7}xLmv>gB~mj#Wb
zJ%pK00Vtng0Fv+BbI^?WhtyKyFjqOI!Tv+d?m09`N><)51v-sUuv_}4T?F)`>3xap
zVCC`HV|zs-dwzOGI(Q$DPI|fyCV}bew`jSR+3EvcJI!Rf6m4<jm-S!uf}YZ<$iGLJ
zZFAs0AA{wys$=rb;i8+UFglQ(b14_o!duZPt^wI=JIMghC;{NJ`qFy38@_s82dc#n
z_<kSU?kLk$^r>hN*~wY7<%K<Dc8<{M;!;jKoklnExQF1L<C!FHaR!(e@trcfFgqW=
z=-<0H@0|T(w+<rd>JINr8CH0P7}oam*t^<jmnz44IUh&VIXA+XJ?m0KakW}uh1t7I
zT|2}<XL=s{29J(7ZWln~-fcvi8ykyHpZRc}udfTV!Ov6HF>DcwWD2!oC}}sKLievf
zr6M6E@yOzKi(wwQ_rQf~@*;tVvON?oe&CrK9$dr(?$hb#3B2y&&Avo-`e(79P7H5+
z+fUC+NA5d}?9pLrWN;T_F^<L1>a4eT2w@F}OW`V)O0YoKTAON{go5le1NaBLaX6i=
znJ|PfSyK1UJ}t0e(ZTn0>_MikT@QPN1bV?gur5bkHkGt(S8v673^Z)w#Tp-VS>?qt
zjUc-{|LVo74teK5PJc^_9$$jHGx<g!yX}iCFW4thx`IDPc4F{IyUDvT=(n>~?#jDl
zTPb<5E{>_)qeIBh&G|S+WOhOd{Vr=!FcL#|hL)Z!J{lR%bYtKDX|*8l@ZBNov3=mq
zmD|u6H2YY1clb2?>R)k)bU{>JSRfl6LB<Y%v4_QWp4gn{IoThZ#2(~>;-jK+45#D_
zVo0|(HaYFo5)yM{Z<c$hx@|W2kjuB}do=uLTkLDF!WN1_Onrzm(!(hil_`sGYhALg
zEJe!m(R)oFTT`#|QFxk#jhk(%V>kg2M(Ylg4GnWkU}yfYp~Zu3{9mlHutZ25_Y>e^
z63|UznOYGI^k$sp=m%=4*QyQ~4XFiQy?Dj3P@_=~gGJ-!k2M+cs`b==*a)&Suj4#r
z#*?cp1Lc_w`QkShg*(ws*mDvGvw-YZ28_arayf-0{JIDA@cJytEx!W0F`DerA!NFZ
z0ds1=)T2pLvjc~|nR)^yg)q-~Em|$GEYqcZ{3kEXI8nCER<NN6N}o(%sEXd0rUUng
z-TL9{AAD{=A2WbT_yO5Gz`dM)H~OygTfhb+%yXbv<jumxB{cEkl}#yDMcSz-Ipf_!
zqq39548wC%u;`GfDI00CVAqZE`%h*E4G!`EF~Rs!Tj;C5KezuY+c6~%OHFe5?wl&p
znzSfPTPAaZs$+U?t<Tt9+9Ymo+a%bDlm;A2<a48;0_c{ppy`mJ!3Q$;G#O?KH-Y7j
zgYo5by?zIi>{IgjpjFjDv8{)XsK${lRbTPY7e`s=!%TYUoLNx}d|ca9S)^NR1ljE~
zECQ0i+f3^3x}<o1bTXevK9-!`V*g>!eR%(&*hWXYIzTpTWqT9ZWw4Q}t=leVJ4_r<
zLQceb!HaG;Z81nz51y#7K#bhBJ7D7P_MjTCpL!(7?1RGwF5Xif+A?&`d=#h7_)_pf
z@LKprc;(`i5QbU%bV47UPtR1cq!SICp~(!&kAi0iYnmJ2{_@2Ofu(W}3RA@@Fb8x4
zshh2H{~>z_ahjX~qg_(Brnm8??upyXJ$OF?a<eRl5HLPwR#7c6wyB<^3nN!>0$EwF
z>PL!(T7-tga|jp%x~0qIUSJwO^I*z%9BPvwo9;mRKBy)}Cw)gS%V0Bk<8d`y?)5~1
z2*}<(DPn&N@;gqu>hRNjYw*4iWVg3aaYVUQw@2h}zWiqB?huJgax=_;4a8+b<8fzC
z<3_cocXGVV(CzzznAjZ>IjixFy*EqJ<#Ji4!eVOKfgVaW$U1C=&?oO*9<Mb*@zCI8
z!lAUa*XzH910TFONFM^bIoENA4q?<Yb5VHdS+k5iAl=YdLU|@Oj2xwbD3xYWxEtm7
zAF>nlq!EBt4Q|CdS&WJv4gz<bY+OzxY)XT}iXAjUosQMg4Zsad!&&N)iUXR1IpQtV
z2gv3*kDe@31amkJ1WE3(8eGSSz2F|icZ7_PU8-BCO%*`j1;jl`Y6j~VHcEK?kqf8;
zoLgT%#)eBjWk}0M$tT^5Z?;8tK+Jweg&0!GG;-2<q!kp)Ol!?a-X87}<~ILizWt-s
z>+ftk^DBkCSU)c1^`xzg@YUOYvapZ}O)(y9TeVF4M205(#P}+F{bflD-F~%uqK2*_
zJFANDI!b=DwfC~N!*R;|5-)w~4C1pTv5v*$3iy8R`)(k0vvuw#WCv1!02l#58rRI0
z+Y5gJ#EAzJtBb2n4bZ~?Tie<TBJ?36;|xJ?<NQG5<0bt5^b>W{nBY)eC0ap4E^Pru
zSrEcmDo?N?l~OHxH{BFZ#Y{M7<4tEu#tL&f4f+i=!(2RrcH?VKWZcRc=*M+56;+pM
zCH<!<z`!u;8+-bB%l8qob60+3ORv000gQT-c(6>0^~R-C{yaCY4al+{U&7@=db*-9
zaZhZ*wK_@R`C#w?UxEOF`(i{!!EL~XkNcuj>4qE~c)}vBEC$9M=reG&-vUck9RS(^
z|NL6hx--wai0r4%Am)`He)OT?sF^Iu6myY#UV3OK%<_VfOFwKDg}YIHA0Rt8u+M`h
z{%I_*1UmaabO<20Ep8TFnp@t<TX>Po3ob=f%hFaqUeeHb3y9zY>jYSTw$NPtS4h49
znr|K*JAJ#=t1YH;E&)?x62aZBMMIr&#vCRp6Y){MxyFAD0W9;+Wa|w_x{N$>=@P3!
zr}P7HPdbn6QRc~z4*f>3#APlFzv!FAXNzfH_w=6d8r~DtxeD+lxOV9px8!|70pNc6
zTRE4cf$gxaI5HMf_+TDlEeB+0WPdvU6b+eak|oEE9BdrDt>0*;dxkHavTu#IMmzP?
ze;20|PWf4TPP0c9FXSOpKFoqEMdxlHb+dKuVPub@5&3-$-wZK~GOiFjX_Z|eVEO4H
z+0(uq(6IOLU1U0E0G2pRU~svt>|r!ImK~z2P>!cF3you9<0WG=y3{wawIiPWffb{{
zP%>6;5`A#JODW77Z@Q6^R0pqKzC<O8O;<d*bn;cm)hdV9abzF5IYe>C12FD$=HJ+V
zAZ+zTfh)Zsyten$o~)(P%#xD!6A?IL2ZxYb_c}Nz8UT6#Tby{e3sFo2WC!bT+@S!$
zPkU1c_X`Wpy|lv}Y`WK~;;$l{jqSUu{tS?PcyJi9qblKDyy~`eXcmRLQGTx?dz6ih
zlXkR{w?re3-hUV;8lt&{O%jr9u5ZMm=-AL`r6#!%Wa(m=D3c-J#s|{#=zK;VCr6W5
zLqr%WHWsA|C&MC_Z0eHL=mYHm3qC4QbTnwcMtlOhzI701GXw|X%ogxH*2eo+iy?ze
z?c8*k8n*qj<H(MB>P$MExe4b(EiTuOblY~{*nb7=%=S#zK0|gB4Rbq)?7?g6(zT6^
z4IqvWr;DZ;h>;x^0fPwg@kK?<A7dXQyTEf^>kL~?P>OXI-TE#fB}q(G29C4;adz8=
zx`EWq*4eYjPG3zk4E3Tb_)VoR`gXq4e79`-a2!abb?;CTP6Z#Z2akyJO0wcn>Sm-%
z1=z0%#att3$h(J7weW@6T_2zohEPm*uvtf!K0{mM)n`_QZrIjY)$t5y%jI4l0%a=o
z1~mj>;DzQACRdWQ)<|1>4%u}wq^v3S#B_Vo5&b_44hy^7`!xI{pf>I7mfY0CaO8cm
zN=+;Ogrw*34HwFSK{=(n+jgVa_XYMDvO@tG(uf-_va^H(P0ippr@!G^FN~TJgTYI(
zl(;JY3aXL`L8v3cE}ui%e!6Ip1$K;#sn^j$4E+Qj1!SPTeIpzo$m-ElPkOd6FExQ?
z*c-IP&-7Y9n?>Pnl<!$&cVZgQf#5`Mj@h)n>5I`h3PTtUo>a9V31G!8VOBmFGwpT-
zF-d<b5~s~C+JqHoP*%<C)vf<YZ2vL1f)mW)xDHS&x#)6P7VQ6g27;Np2x=X?fy=BF
z8sf!Q-4;-{QB(zpI*cXgV6Q5xszi3PMwNjRYoFU8_)A=4>x;c!(`%!$C-tA`%*fya
ztd2Ei(Z&na!2wuGLVCKZTtRRq{OcO>ihpg;f1e?{$z=x*0p{FeCZ`=%yDjvP?%Bkd
z$l-4Ye2DV~&&+Xp2hgDT;n0W+oI!Tp+9X!!CSVZU+dZf|zWvWKfRjv~XTDPjz~34P
zX=zz!?%f>R+dg%t&KRcXbw*4kZz_u&$OW|R+*KCn22wX$XU`(LI4|2cpDw~XX^2#w
zz9=~}>g)P@ul*JxBq3w62ZtvMi#A@H?ewF^l+w2P9Rqj$=LyEBO~i{%E_gI@cLd<N
zM(>Zl*w_MI&1GM&i^V14I3n%(T>yj{6zNUnaEmK}Q&RkKCdXN2bReZx8tlw=#VV2A
zr1MX}jB%cCvpGrWqd@*OG!IkXymzAETcX$-lq9VqDb0^rix(=Ek^_V7)I=wQ!aq=S
z;8z(*1*%u>39sjqeTM8Nku{t+X`+F$Ofprcm0p*nSWL8%ib+ra)5+=X3G5->3j4kA
zjBmCYBvf(rUAT1bcJOaez{!A-W*~?IjO-cD4crCQ!H?fx#zyi~f$xL`q1Kf4m7Vdh
zmYW|=fHlAGd|&3mhwQNF#Bh*e{Nb44PmWFAymm8oGpHQSu0LrOg}YI{XOTVLw<AR6
z3)gN4n?2UCr!lgFGwDz$qWPT1k{T|eGJ3jA;HdLD5aGHnYYnDFTsCw_!wS&HgcBzL
zM4d`n`$<EX8Hv|g#%0d@b`m;9fY@zDs1n(Y+Ig>R7VYONfb2MbQ_vbE<DSsBlg;%9
zhlU_&P6=_$EF+61(vATZVbB#k-=sdx4es$Ky#J8hxL_+oFp2y2^(s;AbjVT_$sIR6
z`B(^Ku!%o>By@tpoax-J0;MqqQXiBB%?ZW&>ipP)QMuyd!vWPFPM@if7y<Y?n?SA=
zI4Iwd!c~p_eqxc&X3RTvhFX9XTPLvu=?k!87__@X7^){<e}DhhJx&W!JoyimY7KdZ
zx>Q%6)(xa?w$9fJ*&}oO*uBw>_2>5F`*O2HVk1v=n=L#|vbD6l+c)weCH&;b1n)i^
zMI|_P71<pP<1+_~$=Dm|aJmd$h^mmL5l_O+FRf}$7wgD<Rb)pW#z%13W)OY*$WD6z
zpl!d-TqBrQP9>lx#nW#9{SrZ<1O@-~r~kU%ok-_i*x8!x!@fjzL;$R!-ef5!Y^GC~
z3gM@CpM5+7sz56AlomBDbmRIa#wG~tRd~NsUy)uZ?Xd*-f#}_u${!_h2n76Zzx;;C
z@2G+}(?Vu~oEB$Glz%?4SqFLlyUX+jdPw1~q4XtAU&^~3%L&Xuj^CiPz4c#IQP(%D
zga}9|sdP6eEj4rtN=XlmG)T9AbazR2cgGOY-3;A1Gz>lSjMsJF&-4BR?{DXG&YV4G
zuf11%*IvQ;*90Tu{wfRZ)mL(j<yLDN)MD(*8{V_Z2-l_(oC>XOZ@Bj-&lE~rvqpPF
zJ1mDxR99Vl2|7Di(NPI1msaejs{@r|GSZU0WPYL<h6*$tu|x_vp`?3sy?^zJwjmGq
z*WMH9uMZU>G~%~i9n7^PtbxeywJ1KkcdOvc5QS=ChVm3?;BnJBRQ?*w$}v$wy6#yw
ziOHLeXeh6pr%gYKIsu$;=QlmP$r1P&YJ!Hx{$pA;aA)2{02F`L^W*h6HhHiB64M8_
ziz#thgNK64Hw<zE?S1*!eP59W=^2BBKf3TVf2c{pvzBWMJ?76ZEb37+2|-j{Pgsq<
zq#(hCOHSZO3meW>&bI0_ZR7O2yaD6YHs|;)sL!KOC=H^1Czs7+ZwbF$6+JRL_KJ-0
zhP?;=NL3z8Pt3G9PXOVWm)399&quB9T}j7e$om~8Ig)kovAP_%lgV^TKOp<h(a`E1
z2rNqq4wCZ?G)EXsd|x=GXj+n8w@fSvgxtP5y^x?}UGS)h-9MrB1OilJKQ9r2w`X=o
zjen-14xTED++RraQ>rYopGuAKl4Wre!nxm_0R6CGp7%$68WIHJf6N5i!*?xuz*Z)V
zx!;2aksAKE)AnHuR?e{u!ra6;gTF^?H~Xi&jOj0eUt$^G;u_l@dd;LlnQFRgc9T;%
zHHXH?K^H}{%H0y#(rb@;($MdlU(qFFqHFl>H~)hmfD|SS#_z755V5Z%{B-&bdI9+>
zy-R;5Z43+En(R->=uP<Hwtj<dNe_BkI6gI2<YNwEkr*B4#@nE`lTGES^5Co|CGIlC
zZAoaK>a=F1K57qEvMHvySQs!DajMEy0G1`8cM1Ay(TTc7C4G!mFQstP1X-B9>68^~
z)MZ2-#w&pfZVRfQTCy1e<PwAf`E*BWEnlF2_6DEl$TcWC@-0$E#9lkdNk7OC79Yx}
zcQ4Sjr8ST#BJdP*A0hWV><Un6cZ_iTw7wnCys}V|Q>&zmFstv|Mw%+uhZR%P4x1dv
zOg7JF8qzf}y^D=7Ly`{IsoSz&{Pp60is=Oq{Jqaqw3+>ncvzEhv1b*E{Jj{JA}60{
z%(g?{0njGH%>9ybK>LQxrJm(vV)<|<HIr=7vT9s6zhzN^Lv;>1*x8uVR6cZTx7Ox;
zL)g&XJ1n<CWqP`sp1RcdJQLF`!1-?3;zsXfpj9x2t&X9JsBlkLL0jk?nV)S&F>eV7
zQE=&3$?I6xt8lhuq$M#IE)oj3rDZ8ck;$0kF*CjAF6c-rDaqGN>Dr+}ul|Uz;~3|p
z7&qyd=yf*!YK;QSYooI%X4M2e&|aTdEd5sS4Vz<FS^v17H7=pmD)=C<emgJ4CsQbM
zcK};6^s0M)rJVgi?fke*Kr3?~vL7@LjHK5SBC~oNuad|xA$wgK-4Ym^LkjjS4ZK5i
z5%?Lm_&{0f8;D7VhzR40A+tm{V&~A11lF>F6%MR!bJB*cvaC>Ruq(r<NJ~$aaz-@t
zjnL{-4eR=2<KVbmRy@g&0O9Y{K`pcU>EM_r`U#J`Y)XxROgNi8s(SDrpVte`WYipi
zM~ypQK#POkWF|7C)lthYlOxp<*=80fh{@}C;jE9UNW%?wie>i&=%0Al+7Sgfxj<C1
z<wqN#8SAvmmKU?B2Op!{(I=Nmi#}A&mEgV@s%+ek$(Zr{+9phFY-2|lRr9iaGW6;C
zo~psZ2}<GIs@Wos=|(o~e8kX-Wb0PAaeuY{=K7TsI%Q=$*r5STAv8U@Q{Vp5W_~7e
z!7ArON#xAI#Qdgk6r~xmeS#wJ%~Uz^iw$P@X7y|Vfh?9+{7KU|R{38$Tymz-JXHmH
zMvL$Tnzij}Vy|;enhZKcDQ}bSZzMmsy*YL`z6%!pO+R4{a@=h!XPPE6Cg}Q_;a7i!
z7gM0JrxQ*if7_BFu<dF^)i!ff<At9-9%EA>Rm&^YTH<%cc8ymim#4D#TPq!_SQRkg
zZq>V$W82_~Hc(AI$Uw1DIi9#uX=&pvDo=~gVoy`4+rVrAy<d}Z5$F5X1it9srD}E*
z$Lqrm@Z9NwqQuw52bmo{r#7}cNT}OVC2SJDfQ$OJ=FslD4kTm^rK)~5!SI8EUzC!F
zdFA!y=^iqtFIF)0n@YR9>$Yl`n;BeNIP=2t<cN*AtRpkor~Iz|Nx$XzQpWU}6;rje
z!vfJe@?&s|`t#{8?AbbJ)u8y@8p4`Za%M3vv#sIzUPM|=$5?U0dq+d=DM9ZDeuqSV
zvYEKI{T<|dD0keE9l*qmj*eM&ldGJUCHDa$fK{9Q^kd>zon(>ntv%NW?aQYrA?*T@
zEaW<LJzk+HBtV^?%fiRw|8<|UQ>Dt#WBI{GtACfyc0eehzKqN372`|)+5=d~7=_!(
zd}qF18#{<;O?4ySa|)^kb6x4e#+X?3_%KcIP}C<{1Z3#`bo93Auu?Fn2azc(gDHVr
zi|Cq-NiSYzm%8!!iUjqu@E#*8!Rp2=gUOnN{_PbP)kk=Dhv7(&tC-9C5lYtwl77@2
z+!HGjO{_)!j|7NFfCgI=&*}Wa;;Dr^Yvgyx^Ww`HUjOROe#xd1ODw#-KXRnDucdG~
z+l!qMmjmN*z0|id_IQe4P3gkcKTe<x5UkVrge=ECZk;*n&T=(#Qr0A9ZhubVRV+^A
zH}#1fsvhOCA!2hfN6Phl)!_W+MW=tVzmJNf8;h#Vwy%-i>lR$yo_k3}X=<g%hwQ}u
zGRt-ob(4L!U&*3FHJgN2L<Hr_(OI-84m32vW3MR8d~AQD7n)BS#)<HTYA5=O*XF%)
z@7uXa<D*`AL=KQ_Ls~g*R^)5#t#5abilLeeeV-go#0TNQOk7BE)<3x{khSf)6_kN$
zs|JXO^z!#(5zjHt_c(_AkY(nN+U@Xu+pK|ht@VsAKN7BhaL3Czsq*BoSob9uK|hkP
zD2&W2zju)dE-elooVdbz;EQu;(nyZmzr!d+w*3Pp6=bV|L-q0h{D?5=&5%6Twz=V~
zT}BU;QVu9|4Tzabv@Ro9{6d>g`ohqF&aYbA^Jj=$>K_YQQ;hs-PrS`-%&)wBq*{h{
zD^h6vrfVM6p|dy#FaKmS>+N<(FGg@^I{=dccIpYPUbwu_+x?aN4K<;kfb4_L@%Oph
z(D{>ZnyhpESYL$xyf{`PM3+orE~m7{1gJ~7WYF@f_Vs>P{gI=+c%r9h{8XtWt*o_v
zp<OJQOkME@J!~Ka_WhH4`whn5_=YAu@<=Efbtho}*U(+UGc&kNz(sZ0nHicA25%ry
zE!Gy|m)Jb2jh$@1EbP2KDbQZ%vtxHD=;eVf3NzG=TvMmLxj~}jJwDe6cs*3QvGeQk
zXgbZ%gvtnSZs_nY3U<8sYLh7yezRAnGBy2shxh_hy`hoc_{~P`4k4#@l*vAvqXK-f
zbuzL6UyDYgo_`w&DU3O@)vpfiBZNLwx{XmTOo+!#I8mn%uj`xhHfrqX%FCYl%;ll7
zBsp^4D98{?#rpM)W1_3S+-sQkJx2aCd3+jEw^O2l5`Yva3Vc~><3F1)8h6Z0i2pY6
z^!OUSVB7nwE&4wFj&9pD|Ch*QWTIBM_|;;FU~WRCeA3aNPYFf7xOoL2!+QxyHC7th
z<*-UDsnXl+;ouh%M_x{|QOBTsNd2y~RZNpkqFB!}$}zPY;V)Drm0l>&OS4oXtjcM-
zwU9s7wJvniMk=&_4DO{NOrNDwpDkUcQo4mscZ5LH@mgJeOD;TC4t$HB?wG$dv&(52
zA!5g?tndRLYOUQxmYOPMytJAA8yOkV&+=tM|MlkjiU;S_Z~HI4BA-QCIAVpVE|sX=
zDjGc~z&6{wI+>e|^P@?Nk$?ap;*w@$-T7GQM{y)aBWwF6E4iQ6Iae>I$RlRXP^t6^
zS4Q}Rsl-$VM|i{*cfbUdbI#N@_DHP$%|^}m+qHJz#i`89uI^urUM6M3BIYs)ew~Q+
z@aevkbeu$A?$F4r0uZSk`{=-m0%QBDX2o4V)A7~gUx7`cPu#U!CMiGiMEkS-&W@w&
zNpJJvyG!4)%@yZDs`*F1*4}R$TfTj%zI_F=&T#>JZk>Re@8gwUjMZ7sXWSDwm4@?F
z1)3Wbq>9y)58t_N48UyD9pay>W79kQA%C07h^j(HsZRvN8e(%AzDgfyt5ip)k!2lg
zWAe;;1ZrsY*bMY>mdMDRcb2MiK0eK+o`GO%N^$zeq>_)mkmzHo>it1|%qYRT_S@Li
zq}LJ|-ry)Sy$bJ!%g@_9>&z<5dSdq9>z2PCpjkt5b8IeK)kJ@XaVFY1@1RrW^(%+3
z#mELrJU#A2hzxu;t!f`6`XpfCL}eqAjZ(N7Y)jhv2CW|*rFZRsjg%-w^f{`CdZOP8
zX@#hlT)Ra$Vmr6F|0AxO@ZsQ#nZ#K!m)@6?tZz>!+rGZ;wj!o7mJ8qskue0(Un|<;
z@>WYrB{8io6P~IEnogsUTmAaA%grd%7K5AKv(nPxfaJJzleQ2jLT13#P!r5a#Ew=}
zMQ*>KypeYsn-SJ4B$ArBo7LsGT*I;I_$S3(2zkZAcyN}?apF;^c^{oId^1H_n93)B
zZ*OpzsiFom`QC*7W@m6s?5<LEj$91-mUj}-HDO~w|Ggju>CG8{Jj>s-zLq=bdOA0$
zM+Br=t>2N;=@X{Q>&j1@KfaXl(qHmhuCN8)E7$UH{1OAQg!qe`cE36?WGihEnm~{1
zlSD7^m9UzbiL0(#49gf{i3T!p;V%dhd^zTF%xvlUeqfm4XYONUIMC(xsgW}RE3(i~
zShcy#cdIZ)$;n=oU9^4vJt31p-gXmtOH;B+zrS(+<bff0NH>!o<F~khwTU%@%@!7t
zm}=i(Prj`G`2sNWm??>d9QEm4CjAZWGZ&o@1B&X*?2B|}MYSU1Lp4J0B!{&#-Al&N
zUCOvncE9aH4|R}zaO^WwI7d;~$XxlAKAOENq=*#ErNfts2)VI{!Fcg7m?VCN_4SFx
zjcsteA=YWY=Uq|NM0VJMZilplNWJ~n4;!!2P}GrVB8<PvW@9~YtzUh=?&xy5Q_>wf
z*ys9U{}!zlql{2P#N%V;Jh}-6-;Ft$$$}wS{BIeY!y2rdx600T-*hM82h4$n+|Uve
z$d{W6nn3qp@s|#wLz$C<SnZVC+iZS<GP*i7PA2RY-6&r?HE)c%_y4Ym4OPZgy0pJR
zV*_gw5@m+gAH6!Q2OHY{%#*-L#b(NqVAM#SBTMotccLWjoiUr}P=fl_G)UD*;85Nx
zraF4=3$X}<K<3*kf4(~4@o^s5Xj78-Tx;I=<J@MS2pP4ZWF;Ob7buECisJVS=6s(D
zO&`tFh+qhGg}rL*Dbeh#T=1|@LU=rikaK?XsW7bv&L(#Fzr2eb2mJX`Xs_-mspanR
z*!i;GLsG}5wVdR)E950_fFuR$hYC)BbBr)=$Uuf}N-Q&@$?vk67;=9fU9=HYO>?ov
zXCnjcuX_s?rpsC7gr7n;TZLJLH-@)rtw~%z>H>7p7j6MdN=*)dh}?=cP83(}{oDOc
zkoyfi`Dkd?uXOdMOX8}#gUUN#b!Ua0<Kv5|lMf-qDy>uW=zZ_lqJDH#*QE1sR`J_<
zSm!XV(u?Z?mIbnDjWC&upmLQTr{LfEIF<Yi{N|{Me1$YTwVhgktwojx__bW38y4<J
z+3roBi_OgIus2Q@l@Zz3?lfGmcauj}=}oKOo0xE^M_z^2k4z-}NJ(|bQWU-j8w2>=
z;4;q<tu$q$)A5@87D-s_$d1qQ;2*liDQSAYSKyO^G+$!wfYjx%d>Kh(5S6@@sSuqx
z$+b-(?mJx?9rSHY7fqx4o@lwRLPGAN@N>vsPOIr}wMyf?C_3@vY7@7*jW@o=47qI6
zv*Ay~5=*(o$d0@!Q6X<?CGBdY{;Y`BiCzi_hJGO_9N|d|QFFCh+pUoNom`u@(AX@1
zY_ZQ^JTPQ1@ik(4du^;+Z$YY>H9p%x%goVZ%Rw;D>PXL;9OE@(9t)#xZ=OahtG{VD
z)vy}w7R~7!taY-}N2m&Y8zyQ<6G}Royo>5wmv@w>s94cd5c4mbfT|5xh3BfVcv@PB
z(<WKKnE=)ax=9lovR2fAdbEYY*&ntwwCDrMf+Yj=ZC>B4&!8V$MfM-JKECuDPR0_b
zNXG6o#|-D-m2gL*d6nH3G2oIC(w6<k?&DhlzYoXL3GS^9OBl7iANs~E(vQ<CVo@PR
zS?5a2uC;bu#Wtnt3a@-&2eM>Q*T0=ClQb{347X{H)a1zDj!z~yL;-WV1O~A)pN{om
zChdex1=`f=?ap6U!@n2{D7(B%)6^O-R_5|_RxzMhlWdtWy?Ke}2Dlr)>kRMx9rR`<
zg=LGY3LUp4J|i{=8`Vv=KiSrxBA{W*Y3GSvVU(ixu*QDfsCQ*a)?t-UC7%+*(hI3m
zeh{>R+=`X3#rO&EbH1juzRu`IBlm?CkxSexR-^iV<c_c(1gf6S`$;A#Ae&+hdpnIy
zRGH=Q58FcR{;VXGvLQ=8-;SvsHXqUvvZdN!=ErdSLSq**xQ0}cnc$3vJ3|m4(*_sZ
ztH~TR<1v%^K9spAYroW-#Ns75Bd7Psug>ygmEhUyYje~=Y%%Th%}?2K-AFTicWvE2
zCxguu%z`E}090+*l&?i_k3-_?^Wqv#`W-HNZMMO5A>m3fOn}!2%l6CXvTiJ!;P4t&
zl)6Wp?~HCOJ}36aa*hVEvx+uIEPXsEo&(queI+l(4#S}@JZiNLXs;8zLo9#TnBHVc
zm~^&MuKiI6icx>_D=$R!Gfw?Ld~^omfMt9{nGRo3r;%IFYp`}eQi*zvo|BhPm=&3b
zVHKrdAag-kwN<W`Il<rtaY)Eskl2f~6<VQ{%C^?#Vbv%N_Z?gQh=!yr0w(g`f!s7K
zRwPy=@BS9-K9B`Q7shl54knUw<chfn#1O^^yIjR{7K?GAJ%-3}d#j<CA|kCJ?@##9
zSGfamZ|0oE5*n_dhcMS|5ozdGM<76{cm6|g%{DX8w&U(_S6SWE#h@EC&AwFVW!A!1
z!5*a%PYb)wK{=o6Zbo#aA9LfklUil8PBO*otuAGq?@bvVU0`KbTa?8I?`=(Ft8JnH
zq{*Z~!@|`PaIr~YUkR1wmZI4+LV^{vhD?;keDz|RC#iNxel+N2Gi|UMsX1J;;2X;y
z9Q0LxyGDr7p$^uYp`I15D9GaruuafkQWBb));bThF09TH%acmokwNeJQ|@y_6;eq1
zk|j!syYyS=O(a+k(Do8zc>!!Z7)7*2X}G>Y*<D=Y4Obm~<=xO^01U7*Bu{yfyAAap
zrfV6c#A{bL5bhOd92-4dLeayx2sMFzWQ^w_s9nD@ZhF4VbM)ck0J0mZe|?;N|JKH-
zVt5&6m9I1W6dqSJZjW8`s%hfv$>4C4tgZh$Kyes5{K%Q|Zub3TiE*dM5v733DvN3z
z5nc;sa#w0|v4{)j{4ey--ke@lMhvsU!j|5G)kkk6T_peE)9w`AYX_WdUvF04qYyT&
z!B}r!MA4EM=Cyue@jq!oh3(9u)jLc30bQLp)2LsHQDt468hL#U$ez|z?N#CAIFvXM
zculV4{EVM|WnVjJu1GgrU`3a~ijU!8aiWBo!_G6a2@dCuFTSX<l1lsknkWN!r;44T
zL@<fvi7#Q*&HVi{{~-fKL`_)z23>o{$uN|#vSuJ9%!I0MFzWkXG=Gai<xa)@39k`0
zt@^jow<GI`XI*`(=^vf1hF?U>FnzVQ62vj=SfS3chp9yj#`Kiz){lw9Tnl?^CqJV6
z8jta9;MeM~M`kn@M9oMnFpX3{ArSv2C_2qut-%Jq2u|Xj5e=c=SOf6%5`1(CczOu0
zN-ZWPJghorAUFCP7j71088sD_NlR-jG;{wu@+7+czbZ+J1h{DY`07r(uJ~QO)k!Os
zNE0}0udt}#DCbi@MNh0Y^R4vJij>Jf?s*0m$_6Sf$>9lhVyIF+9jnAAUDfT##$S*I
zX1=NN^LIN&9|huMgMCEpv&t{2{Jh*PDUW5?DMu6OhO0O`@2m~%jNmcEVCT?}QsTj4
zHQ7X%OfQfW)r3h_d4IGSj}kb%>04U&f~sQWf9st0$9#cug4QH}7Kn@PD%!MyXglH~
z#yijxbCSbbd-lNjngs~;4DMAD>Ys<|HUGUE2aT&ubJ>#*UgLJZf6LEn5D<Fxi7SSw
z?%4N~*lWS!M-`PPKjkY$6h3G7DIEeKIi1VV^R}P>{6^YgT&&eh88ADw;QOz%L^~Kj
zhl|&BNue`fBEO6TehB`TPsWH!8oh=WO$N<*$n(5B%s~NCn{nM<c)OhnpBHa$qSr_Q
z4-)`sy-L5WcHTz5EDVn!cZ-lEsRFEUqBB`M7d`rwA)_dZ$yvzI_ska9u`lJK%0Chi
z3Gj%t9D9DRa{iUxBvfgH0)cAMukj<YJ}L8-J7<IgA&Gz9*zXj-V!WwaC}cgv>1TDJ
zc6NE=`@)d{AW^}6hw*4H`_NRiPCu2LO6(zRuJT{C5Cn<!dq=%2WTE9};ka;8{B)AD
z!O_tQGvWO6Mgd~^H?EUy?SvW;_}>*)*XgJ|gV$=rKTTg%dlEy!gv+|o6m)ma?GLe6
zok(QZ?>{{IU_q@zuY!*sw@mc?bseTv+o+$@Ha}LyuLVdr*2k~|-3aNdqLWa;l3sDj
zK$D;Czqj9?{0=JDB%*lJ=)9Lt3^paAs-}HRCt04IT&2>vIM1Lu9d_8Wc_q^-BY<W`
zGqCqg^QVb2Ud1IWeP%txo}ou!l_nuOp{reXx+fkpSxllpO;gJ-g8>)MHcVsD*`~cg
z@>xlXEP%{VBe`0Dw^d&T3g-`}*d~(c9^cl})U}h}a!wN4EBdbuA#4JgRi^aEcd>Yt
zEM4`z3U;jQ`?E1SUbVdkEkNyuge{`u>P^^^%g8vntK2Lg`x7_voBjsI$hFD<Pu0Pw
zsdxDXui1_LKn=xu`=3p*rxt_y=bk{h@VJ64`pJP(u*YY?&pLBo^^45@?o4L~#b~DN
z!}AU+BEQUH`w>j=9jxW>4m`@IU7ga5SS_}tBxw)Y`o7>!7&`hCprfN>870W!NnR*^
ze3`yGm<g6GgS~&hPLWH?sR0Xa|8eXdcV1*kcS8{ud-&AHI{5Lt*Vb*1VKrc{r#CVL
z;Purg>)}WV5I$kqK8vb)T|Y`r)rO<-#^>1td&tf6sqnun{uVq0gvyc2yX?KHG6?l~
z`mMB>NdXcUDqrzCJ~>)OcWR4*1Q~yo9!OIZ%0DZ>uvNWZ!4}(cO_y@fVPDy?T^L8P
zNZ=Ep!Myq%k~w71#>7UzT|-=Ls7U+;E9QgbdNvoj@K?cUXmMn>UQ?f}c9K#^nTolC
zrBiS75oH@&_`~xtAd|+wMfSA4^Rx6TtkHt5?+74yP)VNKu8<IMnEHe{xeGPyvP1*t
ze0IhVBFOG&voxF*n830n7C;_2q&~%7Nlo|Z8Gv+eAZuxQQh-fU4TKMK?)-V39tB^m
zJAYUz8-&#_IaoJz^Ys%2eG_U|+=G?ZKF|Af#P+mBL*(GQppLz^Ok?b%L)0|xX*hdg
zDANS9&3?{+5>RL?h%`7o4U<zaB%*xN#<N;Rz&*@iKoJk^modLg=Yjl7YCliN=hRb`
z#K-$S+OJXAe$m3~5ya+rVL2ZGky-kkapd^|wF9a%3(<64u}AOp#0z*k-_<dyxnnP1
z8)37_K;_>xKxv_tKhVJU;xV5pEZK3pfw|g)>9QxA-J8eBRShLq6A^EH#qA`%;R3B+
z60XhMqhg>`emIrdtYBs15YaJ-u-{p^8+5CpYO4%0>UC~LsRF0o$9xnrm2Q=Rmm@a|
zLT3<FsCW&RIZ^^3HH(?nBN?rSR3^bRQ9oKfHS^z&zGM_-h|J9RV3&6zX#oW%JACM>
zclt6>ql&ESq)>W9TPtHAFN$3g`R$|NSF`+}@mO9;;_LUUwH@-eA6xg4C*WV~J7oEo
z+zrJD%$Niuf;0af9BJY%-kunY9(<tF55(O*i8>gL?NIRaOdlM_9evIu17<d9S6A-i
z1WStou-wh#*DYgjWLzF<(DFFT!*nQGZh!H@%2a{(p*DJJt1>j(2G58h3H-PpTTkSV
z-(^^-ha<mT=w}LS%L}g(q=?hIRWF`fHp@Euk1)5R68v4uR`*%Ov$l~TWO5_&Pwrnn
znP4Z0h!ZxGX#2>&7y{lRV!Dxi{i}C;T~=^|^G^zTxb_fO3aOZ+!4f1!VxzQN^p?)r
zLdL8~oS9((uZ|{BID#Ht8+}!^%_~<Id#W<$$?Y_Y9sNZC`;&#BL^X-35-QzImas6*
zI743#7%h5tSD#X1N}$z0{VR_c2UwcXt;9XhA#nt9<syFeO4LHa@GcD$?$K4ile*e2
zs(i_5P+>}Brc4z-{7wRoy+p7NbK%)e+1F}oDS4f)&GY`U;K5=wCx_+FxW>*qp6-Dz
ziOqQ7HreK(ArF}=TwhFBhgWBnx#u!u;D6-&Z%Cujy=E@ubxZ_{3>1auXeEZb`#sg$
zusNniLBP!o@|Rq03R>|F1$shTGd3E*E<`(WYT5E}e>?tk7-5INKs%+huoh)C9-cp~
zk0-IiQ8CZQSA^ucP$R^lR_|B2Z<|^4OwCQUk>gWpY9&~<_*Ch)c>`rEWppMWpYL?n
zN#aX#;fddru;%{|S)qZeZuEL}<;Y)avM^bwgbdMolxH8XnQq~`d)<tE=)EmyG;T05
zarHV`(|Zv^*5n9RI(FY?VOkedc6rlz%v~QGvkH}6wy-Lg@Dga7^e2629fG{HV#hge
zp|+0Wp3$74xqVu+`Bl>)h>c}@NJ#OW$(3)~@Mq2ME7luI;t;fp79?}`c?To&Tl3`Z
ztL%sd$w&#~32Vb|Q>kSPjaEe@>gfVCC@I0L%U`KLMZmwY^1$uCa%SMdr-q%h_$Uct
zS%1g_?&U`z9YU0W&(+?CRj$0fWT$c?gG$_l?V<(@W@eA1841iexT|+{MH7rVugAN?
zIr2p*UYN{YQZw1!3Klo9c`HOgw1#g}E=&I-dJ)A4ct6FdZMOOZgPO?Z=-<qr@lm`n
z%`@vI7#S^zcrh|2_x$B#;t-Lf>YZGFAy9Jli418?T~vK;JfGt71sWFHNAW}Xr51*v
zu(vE@dkumXE5GZa4mws9sn<(0#29;gLLM7slQbl-;j!o~{w(J2eM2attdcc@03;+2
z50-<%n8!6J)%q_*?K-q9p4b#RcDKmy7x_dm`=h?q{4njR^ff_G33|LP4x>xn?!A+t
z8zjeB;p{R#u#bYUot;+`EE%0+w9l7t)w~nT@%l-FY`Jtsra4o|WoYiiftv+gzS`)5
zI(^gkf3dzhPk3fq4%k;^0Bh?4Onq7}Uj^3zV#xL-Lj8Vpw^jZ5iZz{M9)9wVe~Zmy
zpDz}-TLzRcQ#f?%uB<cc!E4J%wOnIW>_Ja@R04NW{6y&~{WHzX()G}4g+X%cIM4If
zZ)tPU(S~@=4mw8$$%PJ1G02q*f5I+E&Fg*-VhiLP^#7n!)^6Km;sXeS8tXAaN|0VJ
zROz?><x(5x+}QKPt;H@hu_4Qz&(6KYtNeBLkOe=UKw9}jIzW*fRVkt;2Nk)TXj<fd
zJ(V%P9wHiX)uL&(O=G>~TSMBj<Y-c*+)C*43>~riGcMhMM<eKl^>Eck$G&TtJmX9u
zB5$>NpQ;e3efU-eS((|qIhh&P|NBYYJ~!KZ@6o0F3I>bU`hDTVEf{T(oe`(uTYv%x
z#fhz&Pn~In2Iu(2Y1H#<-C(CN{vgRPQ;aHQk*Jd2AEd`nq|dcyMc~naxc|NN8TF^h
z#KM1`A}%p@@E4Ww5m*N>W`>A#NBZxrL8cfQ&(2r>o+2(0Z+7|QiXuRu1@BeO4*riU
zq;M|PygXIMt2(^+x^OF<lkX`D|M?lVDy0mRjNWZc*Bhf8+Z%S(YuBoT&9=Y+rU7Al
zyIh}dW<5V0?1xwVL9e4(SlSS@gF!yNTRmY7ZF~Sdo$sUJn7{<D_hRFTUh!#@ElrxA
z9UV=qKiE6fu{-bvN0a$%Pv!)idGW5i<>XzmE!!@g8=B%+7j`>{ln9Q-u9zdUD_X9Y
z%X+#$mh&S811H?iz~4Bqy@+W>F3K=F7KSQd@f75O(9?_Phj;nM@D1~v-e8eG%QYPy
zhfA9w(iyZ<9}FVVf!phRfImMhexW{)-hulHT4leJ&gN_{2ymW7HZD(RA6=izx05&i
z=g(#eo{AP?5L5;Q#jlM>oZ6TGec)eFywKJa?4O1&_<HhY<16D`54BgqjWdjV=50GO
zdJt3rJst*jvV4E+<iFqKn6Zb?Gn9>Oe}kjhNjt+K^4=!EHt1FH%4QUmr|}6dAot;F
z`M^zZ)%IC`7u0EsSg&X2^b2wdyJ(unP~t;u-;{$jzWJp6J)*s&dDoa~op9|xK+TG(
zbz6MF#!k0KgSU&mE<X);xne>UKngxSzS$PfzIn3AG@f}^>fdi-zaw_XzXeY9W`#St
zGEH*VR<T_J`JWGy_t`UrpZma_q4#Ozz!`~!&O1nbK%>YrL>K<USslKzbKZwZG@d2w
z3WWs1a!P)_b+&T0fM~w?iMCFrr_JG!Y-3~H$_!n$5ol~^t`};mC$+k1@Z6maydq-P
zZ4qqL)Kc#=BWTe4z;uc<PxMgN_>tTGi~2r?9!ZA9ix36?N6!NZP%-I9ks|<xSM%h#
zF*${KxIgtge?2*NMf5=W#@^Jxt+J<C7Z1E(_E@Fg#wFloZs4}0lg?)~2w9$m|8x|7
z|JeVunE3HL-7y_7XG`S$Fu4x_JIX7Knrqe;?)RNny?KL;g|!w+IG2G`(Kz!>ZPWtQ
zkVQicCa>fd^p6u@VmJ7xY2whSItuzNled}JPnUNslG*HUY%I<f(+N;<C_3VdkO|K+
zeFWzn7zhH>`J#M36Mv7();YYD5c{bNfgDOVooRl{^LZL^9H{g5+|KhmijXnnx6%@P
zOx%vGfS-GsgS<Gn#wF~0<A||Kzg*9Q^I~~6yZk&X&+jpVw+%t}4jw5a@!p^k%B5wB
zgeeen&)Pj?_1*j4)o#})ibyMY*SwmCyc*E`W+Emk4pv=%A+TaKkRuA-+P-?ekkho*
z7O#nsmPT}3Dw-@_fwnH>0Xa#@{9L>LXUJ9s!L*jktG45VR%==Pu^sTdCi%AOZa!=Z
zdBdf25KA}MtNWMEikAWh8NXZo27!jtdYJEaP6o5n#$sT0HoJ#OfzRhV{ojySq4enq
zzS)}G%g^e1574pjs|F&&i`BmYl_5rlALMU?0ma+#jZZ!=)3N8@En2Y+_O($Y$Ck`)
z_#q=E{_#a$XJSlcgveo2?js5~y&RzT&Dn$_y*t2;RPh!z>51qxr<QNi+B)lPsh?yE
z<GhjRv$1Gzc%1^6V44)hKtKZFr9GY|Q9tQe?@OoJPZW=}xC}h5w^vAtWc=sp90R%Y
zs?s}r>up?kYE|J(a$M3Uf>QLG=Tpl5W{dQo7W)fHu}(p!b`Fo)&Svf>rIn-ZJPC#I
zQjFGPq@Plko{aMb1H-sG6&$Y$iN}a!Ci*^De2mR@Ddut{SpPDNKgHEG!V#TSXt=hh
zE8^RpExzBBwPD>@I##oeFT<T?VVVvI#w%*eq7W2*8`z-?e5Q@vSpTe3y+HJ+A=x@K
zgZ{eHd#mSKyV~K8(1)E<V$1NsHS6bZ6~R8<mykdfWMgYmu*<@$a8cb$x)hQVmR4eX
zz1#5m$kH+{4jmvV6MI(xNCd#$R?{Nla1;OIzHcIYdo?J6AU-`AK_7GkeKJ>%1;pms
z$CH>QiEERc20{0%(&s(cOr)JJ*d2(q(an8@6B>a;kt1l)sI%;MO%!g9#n#XTW92*Q
z`5#6t(*c#FV3Jc!bg?x>!N>_c=Him@KXMHjpgUW-T6nvn5RjjIW@}?At!5{*mb$<(
zWY6|_CeMz{=c)qOnb^4|^t9LJN<D7A1(_nw#-U)TYp=rgR(a9hBoeLnn)9{ig=W4G
z!+aKNxXuJIYFZV%%dbg<oyn3pwxie#elKHsQi<J8gq8pLuhbGb|5sQ2cUOP?Xm*c}
zoMM}pG&CD?OUKOg5sHt95y7(~#0j89EDY`-NGNs-X;m*;t^SL3#%%tQljL3g%gec*
zqJij6$LqmROjYTc8g4;uZr-<Y*HhVz8VgA>RX(I=)9Nw8bg2JCB$=m{WQ@dHt8ckG
zDnQy>vSOlnJ+CGtZ~$Sen)-&O5iuJ^ej<r%O({l8C-FMbw(H?~bLmYys)B4|AO16@
zs%jLZZUAHO_V_1#Y5s9Y@v8W9Il8Gahuwm*&P-nK&tp3M*nCLeeNA*!LV8~~N(q3&
zkqG0>;__|;-4>DQJt=skkfww6>X9rPA)^IFciKbynPLnakaX17^jPk`QFygc5*Lop
z+Dj9%3ouhGis)K7LZ8e*p8F?F*c2Xll+J{k<>)4M&Bo}p1AD(z;NgRDmi0!#tVwdR
zYCG&}Y{cQ=ul4<G3DoI0J$YxwAHdr(Ya%~)_@)9;nWt%AmH+nJ^ra`!e_+1bCSxqL
zWIC3Z);0a%73(zBrBe)2{3|_C>k^KV+UdFZ_aYDEb!8qrTn;g7{kKl@S;<=;1kb0w
z_BX(aa*IrBdW>cYn8veq@DD`(86u$O%v@39L4A8{z*G0w@OV+v^_I6@9nZ+)YMftl
z$bJF5NVKsyvWl*bsAInAMAIKKP?dyMNDxam_XCxbXv8E|xa?b1l<h8lI@=Ejf;C`P
zC5P0}YNF6wqkPGNur_~w;2-~kKBEa^8d-N8)MZ3FAGZ0drH>;^SQE+0gnzHXGK0{h
zDA}Rauy%YF-)*m!xW6HL?1^Q!s(Q>6cA<^;SAUSmiV%b+W3bRS6vY4W8XTUxp7WE&
zZsqje81<QX&WT#5BkSd4^?DHh^+96I-}j0rvyTkQz;+MEA1W(g@dys4m{sh5jDrCl
zL0$>_M|~uuFw@$>%q>1675taQuXWVF7UnxEd##mz0Zy3!MZ2iUu%93^Wqeh-tu8h8
zH!X)0&F?GQx+A}+n|d=&7lqZ*8HR~tw`v?KV^x>0eg{PQXoR^w?oQ!=nkN^0`TkB3
zE$GBb64bMO&ASuIOg6#*2QbLgy??=ZqCsQU_q(t)<DX1;`%h-R<=jhj3PbA4XzWbT
zOW=;LZkS%<ho<{05<=Q%q&$E0Po3_Xb*pMiE*?z|T#%rxGh@zICJ7dV@H4$(gX{z{
zM7orl$2=F&vTt<ds0^=+T34<;>-iN+nQ-(EKSSiDEYqk$14JI5AO-&B#_y+X=*iDy
zI4kc+^0Edn;F@N3HLz(;#(hS8x}e7ZibRS$)ynX@l5TgoyWbdskMl*Sc8}C$F-Iyv
zrT1B%QCnpYhFzP?a{C@3V+`fvBeE8zS!tt59y>}p1Ay+U&-vhIoK2~haoC;dB9kVq
z2TRW*(XWWA`j2Li(V~+Np$y}M?fELDH`KKhFuko1^(YA9^Tkl)`qf=j6DS0!>UwMa
zXOP6n1XSoM#`<>xjoMSFQM;J6<8hvzB&p(+bAq|{F$nLeuT+B|RgEHS^i*#9*5`VP
zl^kKEmzs>W4KS6!-4k~FcQ6XKZFvF7tvSu9yt6T+a22s-ah&jp?Ngfw9~Ec40wZ!q
z6OJ({&XN1EsBizQW*X<UuQd3wG0&4aGSL*iRa+jnix<%hzkP_Jf8)J+h6Va>@nvkb
zA1u|wzI`fv+|U7$V7)y!mLQ57b*2&?={FJ6MzJQ637GSA_Bn!t(gap4!{s;CLd_S_
zfh!qdj(rGO)=S1hE#*Isx`m%L@LDCqsE>1~EmefpE-_DMEW_o%L{8OvW1|YtA<*93
z$Sz>ualJQWJ>5ucFa~4{awT)y-)TshNF}}#3LWrekUz^~NEOMaKkd4x>lHIbs83$>
z4rP_i25sNSn&h4d->YxH1dyw@(T1*o-&!dD84%S5lYlUbXrE3Cy=QxkB#e_}6f1H1
zEiLQU>8vOEqAsO>hDb)f%i4S+zU<i(oi$rqxL#djCu5-$+vBGPL}e%)dO~#bu+(oX
z!vyhlZ1~O~0y=q|HAwXAc;DddL9i2cYi`J}*ZS9iFxl8_M?X%}y}b{bx)-O7gPEa0
zWhsFbD%$DOF*B}czK-0|aFrLUljcl&XaR}rFzCKkhV+mG&LBPPYK_TrVqNOssbuZ}
zQ&NFH%ncI$J$|L`Fe+&k{`7ZDpf#cQ8#v#SB(FeM&S&UhDY;+A_?_xQSlHnpaENJ=
z{hwe1lx602ZHXF9vn@NT`qEx}(IEmbBPTbH)=Ug192q)Y@vVp6?y9iaF%q`91tKW~
z5TN?FY)#KPbx(k;P?gW-re+G#sJS@~B5@Gj#{CMvD1xcaBvDNogIXWH7S8Wwwd*)x
zmd^)QbFF-Sd)&Dm298T3kjDCgqc--(cVi=6W;|%IvSiSYipr-rD=uF$lG=vL{W09*
z1~|ZEn=4YD1<x){;OM*=H{Vy1Bs{wA(y0JkSJbWwW|6TqYTUs$n@SuC-*ujD)L5a{
z@^NyM<?Z{pSGN!Mo@KKAF`dL6JD!k*St<D?{WFk9@<)IWR19m@FM2KZr{NrWS-uXN
z+EjejJc@rv$l8D2q>WJ7&W)=srxAxm$!_yx2<+N8m|6c&dzapmV{JH?e(cCqH^bFe
zH&@zFpt((UjLJ#x9ir6cIIGt@4y+Kus8C7JbaB#F)7M^LHt(S0F}Kw)?`PK!(Qa{a
zY^8Q#Rd4QlQ02*gux^kvKSKAF&A4n762OmJ9F_X~vkatZob=vRdV3RS&u;*Iu|i)a
ze^Y1X=$`rq3F{x{Jspqy|BRUb3!)L2n-qM-^MAqlXH+O2Vymnx*QG|&{THwQ2YwG`
zRw1DK|040~EQC4p=#w_)#rnUu5F^Myy|DfloFm44mP8DFJ7c|PJoNvjf-vr_{>KmS
z?@b5;LfUs`nQ>7l{BsTb&tS2_K;-{7t^wd5L7utO?=}A)_($lz`w#zj3jbfHLM@Q#
zd~3ICjHqh9NuOPKJq@_*R{QXDae0M?X@#di5>CP~->7ff>D2%n$c$$BH%GI7`=t(l
zWMm(IQ4Zt9_1qZI#5|vwMkWqhxeuV`u5WNgIhaVK1#~`@aqkP_yY0;@a?NCoWUmy_
zTGd?jYPq2fzRPm?>3`Yy6XTi^LBF$Zxsv&UioSdBVJa#-N@<+^-L(Gh@`6vHDDE_{
zQ+sVOO=mqtUynjZx8usB!0zV-j)XGY-TtEYafIRx8yvbejpmx^?PY#i7OY&UDBSXy
z%hwYM-hd20EfM-q0;&Fyr@avYx;qAnd~A!)o)IRkP|Wk$WV(z<hrrx+hH`6@fX6AH
z-Sfjq)0zidJZGXTk0^@l^TYU59);c#SDtLp%n3<#XXlNPhw1iw{2VMbvHN}w2Hrg*
zXIo9t65#5*<Dg*yc{jtBYxY58TJV#OUAVg^Z050UJ#ylSpXa$Z@9-**i?1+iYHk~*
zzXJjOTf!>3f76GuuS!2-W|2Q@5l)T3MegQ<^Q=5Yo%Grt^j9t<2CDi{n1nyiFT4s(
zd;hou$!H6x486~scRL`xd5mv}Ty`v5kKo84(P`ywxO|?KU%wvi?VBsB8_9~O^7_~c
z>t4LN4gN0D+;#^#9ryioxwG|mG;v@inZ9T|`iqaCfHR^TgOP)&sqt~&h?(s51H?~9
zM}Z}MQ`@&iV#H2)%7ur1e0aV;^T<Uc5gqZl%Cb|&e3%StquF;PAfcZ-88jf+ea=sG
z*v8b<nErYP5t>K@nq%`jaJX{o7dUL&?yon$TX~nBQ(GV55!$hp4#(a+FF9L<UWWd?
zr8U^u!E*Nqa&&O{5Kz!SQJ4&OcDm0ZFZbeazg%vcfE_}g;GV9hPk9Ur=4Mq&%D~LD
zR{l>8hF(uki+71bsj-1{<gS8@Eg)TwM&8eLoSz%GdFvXraq#uoE37Lj?J8~ObXrM{
z)443uwLYY4r@7Bl0-!&g^~P>4Jg#mL+XVE?+#0o_7xviFaA^kuIY4fa2b5R%eJo3P
zb3597pwJpTz9?`0^Jm2Xy;8n@%kX@vt@f3rG~Y&Et}|_5sY1Wym)Ya#qrna&2OnqX
zb6bRX&Uydn>;;Y;sZ5p)2MVHxb^5QHG~329_j~Psdyvr7<@O$&he{mQbzn}R_d&sz
zDLj55s)+j<Ejn{~b<K9!gRU0s`Dt0k$8l$YA?)GahQ*>z6pn_f!L-S~R9?MZH8B0K
z@^BTp+i<aaW5=KYJ2%)J&6^X%JkA@LkV(q)<!ZPDQB*$7oL|C;wI6&>IbhozeZKF#
zJT75Rw|I`vb;^}rR0jc_+@CI1@AB*h`o|+9d;q*W+)eeJS`>S=f+zi>e}NSDr&X|1
zqq$=uUr*R#(?qQ?&>eaP_c-A&E@ypyys1%DMO{(Mc^X|s^SxP+GI*W?gYJ7JO;c<9
z(0s34_wl?!?O<DHwq9KNFVd{h!fupd_H4{gt2c>|X8EdeMR@Mw5J;}SmNQ*Qt@qJ&
zL18yMQAU{;elMGIHGpQB$i%bC`iX>UeDwLk*cYxB#1FcA^s|$mes;efJ9~s(+Lb9A
zd6@Y+>}-Le6TaPCg6I>0B<z=O6kP4hwaah!f$NzZG}@t*JjH252Os|<Xc8MgUCYVo
z0-T(RTRXj30%2%?3`pGFWa^DZC`3>h`mWa3-f>@Ny-}*s`SRxP^uzOgVtO6Rx^m@H
zl_v{`Li@hAcMc$=dk>%)VUS6JTbSHD%aBkg3c<6st>B!E4}ku8*zI#s5e2)hyAa>U
z$DIf6z^846c)WFhhZA`%!0T=<Ah_#!s*WeoZrLxtYx=qEhW7-R@jT+2@dYC|-F(JZ
z9c7rA19sEUjXyZ9OCme`By~9t5K_dvONQHjVp4T?yoQKt9h<(6d%b-V<GptoY1H5y
zAhqMsBBCP_W@T*3!$2WEElGB*i~*m;|3|+?9Jzgkm2VFG=I|q&8L6!V{+OKwZN6RW
z(cv2E^_ztvh5R)aO4CF{(6jeN0->}+TI&t14AfS&`Tn7)lRxfYdA+?>&GRVv0h{Ra
zuO<M=IB$K6{Vs%IAiCobCPM+DfC+n>|NN{&-|)02U6mnpu_ibm@^tVwcp%F6uCJiG
zZ?-Csh%cFezDPGb7Ut`4y;MZu?X~rH;QR1g9Kt6lB7A>;ui$MC5?TP@e>G?jCqa1q
zyls8D8`4tV4YL3<DB9ehSJ5I5i#LbhPLKYJhCrCYzLL*%8y-WC^W_MpE4_lC%EA5K
z<@M8SksVR7$N9+w!=5?AUfpa+>+^+7Rt9WqhXJVD%v+-tueFpyAqWQ#oKe8fpK;a%
zT_7FNBFE{)<KA<bZ5T@;THsdx&P%(dtjzXD$n50w*{ftgGw1>K+;AH_53_JP0R|=c
z!VT_wFZL-Et)H?EZ#wVibd<ldkFx_)yj+Z3Hs|BHYn6TAKm2)N$H95#<PlH%lf9TY
z<N&R;A1gXOcaUh)HYa~jUpnxKDiUIKMr68pJ|7!C0J}K_z&mw);B7fb_IARL>BVt~
zE$?Z398%|eZ2htbW|J>^a_`3pKCgmp_5<LXr&Az~_;p_(t8Ql|5Zfm`Tc6Ct_kO_l
zPJn!a1JNP2H0L*@56JaK(Qr6T0!kkOe&L`$9+AA5gV=C=fHzOD+10$=;YeThA0%m_
z(E3Y5<0CN#D2G0dqgu1d;M(ojbIY--`LS+O|3VzmRk~gd!jfnchk8U7o_h#(e5%O^
zUlj|vfyx9N3NWxgpMHINJp%`L?QDml$c3*%M#f6;?1~cMLnP%dOrwrNmzO7$b(`;|
zs^WhRuoJ{O+1%ZwqwA<VJ&)avXR*0W($UD5mR^^5!jI1Hx9tdk?9cF%XlB!sz&eVA
z)^E&5r;}9^*aX#r7G>pK-M4%1Fh<vfG{7gwXg)sI@fbhZvMT2J>g=B&njRP{4BGz4
zc0Rg+U*xrYZ}0-|6GP|L5s^j9#}gvNnokr>Noy3k_b2BMk2DkOzQmO{<mJyZ&xyVt
zv>u->9ufl^a?Dw1!bfg1*;iA2dHF&1=C-G1a%Ryn-a?d*-*KcnNj>ZzV7;)R7SmU^
z{q2Xg1d@AaovC0}4;86#Gt{b5&h0xdc{$H(YYawU#q(n@9Y4&w{466Ygc}N=7tmJ|
zxH1%-1_=;=+Vr>ZU=K?b=5!{hAb58E31aaj{XpDx=g+$r>*j8uz&UB?O-rsdY;{-d
znSfI;^zIm-r2c{PKMUF-?BMeNlN6u6f@e;5OhiXB6#fR?1z#-wY^r(ZMNTc@WgW%w
zB>1_G7gT#`7h2T4zLufL*4M3y8aM=miM)mPvL?hl+np5<u%_~4!ND~D6qF1-^<n?k
zoPXW>>K|VQeD+PSs##tvS3S;n{3=MdOMa;jjpojzm%mZWK|<t!BsR$p>QnVClnSlR
zBZ_mdO4bwU327u!$*mzyUhb=z=47A<D5Tz!EzV|&9cF<kJ1u{>$G4jn|E`weq57{>
zzRQ%!G==c$-Sz1fK;QFW{V^GK!Mo6$xV{E_JV8$Bynr3_2j@+|Zx@%$jalGUh(y`c
zIh`w(rv0Qd4pxA!?gx(t$XZX&NlU~idHn?t;3aDY|M}xC`ZlQZ19^tFu6L(;s4Cq7
ztBV;z;}ey+KiU>ZHf~j=UUGn#dTxPUnlBR6h6?heJ^?f~h^96N<QeZrd?W4iY2!7-
z=4$MWNm@_6U0aGbL9i<H#lF=jctt2ARB3}lNin|_0a{D|kLxg~ZD2<;lZl;w$}*n$
zv6lFRZzs^~Jzq>*=;k1l_w@H`_{sNFEhYZ4t98kBCGlLN+hWr&k>ELvpDH3Cu--qz
zzU{ioTKJnT1;4#Xu}bIKsg*X_L-TL$;3$1ky+yZ%27WFV=-=4st0n-)!*)fMBKiR6
zzSz#z#>&{n-D%_6PUVN|&-!ep3Y2vqx%cg24GxWsmzH{Pw9g7afajCP)!*3Ku8#iL
z=M9~+%nkwmPh8FyJ5wr%!?}D~j!~d&#M|IC*lNc659aq?h2vRXd{ZBugfvW9zpS=+
zo;=geZ&a+`tarRmN7uK-E+YPSLgHfM;p6V$1DP?Fv$(Qvr9_GJ(T5Cm8#6o>CeQQn
zE))ens9eITW>j4Y4kCRiD=3Onx+96I*rPe%rw=_BEXr_0gL{gzau{@N$u4*vb5P{+
z>F?kYQM88dAJo&4?`Gd$WwNfP=(U2XxoewWgNGnZd&9y9<Wl5LQYHZBGuVE>Em~nF
zs|uD{z5Ydha}!^^pB>Ec+qJ@<;u!)$y7@X#2+#5{9N=m9IIrQd7WwmL=Bk?_6O?`E
zx%4|GS+4L)yum(qynr&*=aLEc$~36`4JnKBlH+Le{vqz|pZITPoU!Kgv0Ui<6#+WY
ze++j%4)$txy?&MR-td(loiTdMo1S;#l%mq&)32HDrt6?19?PBzvXmd+HC1_UR&*?k
zbod<aA{s!PI@=A&+niU(xD_GSBsP~>5wD8A#S>}ot4eJn)iZE0qT~Zhjdp|?L2q|V
z&o%@Vo`ixex6e9F^ZH+`lgL-oiDUl`(Gvy<SEO9Y0u)|4^4b5KJ&&G=SJ?U%06jbF
zZ;vi{xp^G+zQ<B?9=aU}U=sW&=$A`v`wJYc&Ex(h#fqeoP-D|lu5&KZcwrWZebwu>
zD9@-e|H>p_R&Byy8~?23<bMB?*t~vBN#w`2^FsYIGqW3Om9T=c<f&z%AqZB`OQBm_
zY1uTSy1N3Fi^BAT(?06pic9Vw69!uU=(oHd37vcd>MUwG90Kan!&VRQ8%QNHRF+Hm
zBdV>tG*h2uMcn)N3^-RgX$1Y=7UX7Dv^C7mFXPPn__*#eP;gqgNS^wQPM8D4eFc%2
zmTB@mm81JqR4-<)mxAngF3v9=dIzG5wjC&ppo_!8PDeK1L~iJp`zOY3guUDbC`3os
zPSQX8ALh=gEv{t?*Ej@scXyXy!6CRMxJ%>i4#C~sHMlkI!QDN$6Wkq6XRp2XA2{dY
zT=Y#n&m41%(Pi_kuc~f^A_Nr9&b_dKKZ~NU6zlTE%m`#-xy+z5ZI)O6Fd+@xO+q!*
zr=<IMom8n)y%TZXe!(a5d8{N{r(@&d>hX1nu>oV(Nm@P1AR>B~5lG=iXhKJ;N0Kkg
z4d!cZq^{V}_bipmWp8(Kj2sRxN;d5~PU<}^4v=PFfT3wlHuoBdnWTQ5uyW>rkR7OA
zS@48uGECH&c8;8DE-ZrRtfzmMXTR$;hBLj_HADUkACF{<Oag9j-#64@A5#h6Yy!|H
zqL#HuF|v=bvO&5oxUmkcH9O<nf^Li;oY9ua=90Ia5shN?lAn;~7dxS?%_f|)YAYk;
zXkLoaU=(enq`Sjt_=-#q6MFj@J1YYd5ZGyULO_78@MY?xC!SUOLIhn3<x}nLHeidl
z1I|y6w@xI`FrkO4lZw4iGdgvBW_jaN>>BpjgYDTbhd4hvm)$<oUD&$ZsKFXJ%IW&I
z#+R=&xtN&O0ps8Oo;M)~+<t@`kT=H3gz~85?+tp3YSd0u3f@;&3ZhON4&p$QI2R(s
zqx9dLUO*q(0G)gSLNCT2?GzO$02f^(Y2kx&nkLj!F*oI29?j}oo82#6*0R)@-x@c3
zoOC=kY`DnrRIB2n?J~Zs&kS0*CfyB2G<+QbXweq_;u%2$%6Y1APGo4!rhS#$VKQ)?
zPymXBtGZ71o&L@QZDiW~<Ma8~Z*TbUT8A0#{$040MH>DkBfVl)uW*BN2!;0uZKEjE
z_ZT+w!ydFkj)RA+#z0K=E86Fjvu$k>Muw76kY?%LOz;M8!~*P^Ag_&^+s%nO&(iT}
ztT=@v2QwUu)hk|@NUN5O0`U7eVd*p}(&{b(x}8#J%65cXu0^Y(DN!~yH#xjUnSF+4
zUM&)99v7Rs%y7|O>wG{Y(h*HQfm~orK-r_%m@+<P>a#wdOrCtukxKswUbD7c&H#gX
z!e{uYRNbhrG>9}d=B1nCMYFe}?YJgw<mpdnpCrCn=2~^{-$G5l2WzDz<ancMv_Jdq
zEo>K)Z0d5fE&6$~T+M|K)vSBHa%@WecK&l0O0bApAD{?DY!{|}z3sWP{rr5px*J}+
z(2l@RJ&<PQpn1u_ABzm6xZ!OWVa}MEn7oI9KnHg3XL{aj%=f>l2qZHx5)k!VVe^Xp
zf>`%^X$&o|GSfofysC=k_UP8zvfaS6aWXR3vcI2os5v`p_2@8G*tJBuL)eX)c(u}E
z@WhNXJ={qsPA}hq@w`Z=Hx6|AHjAF-qiBGQfb2+A=yzBB{wLHgaDn<q1B=6feS<T4
z(ef*CFlSUMpsUMD6HcubttLpfLXgB6*Wf--vSt3ZkGqn?jB`qYTD0`%m)HyZ0>$bj
zltM0x&<=EL5Bb8UcnJo0(x?qeAGLg@QOO4I#&vhqoMhhpR^|ybxP{rGS`@xJj0}jr
z(^s~hsNb$Pyt;|@0>URGBgj<6fcsNXyBzn?275mGA%CNuXPE4|!liccyUTBmNZ*nL
z9%Iao&F-fe#3F@UtKawfhSUeqT5CS$JKt9W_gG5MJ7du~u8Q2Kt`rQ;Y(R6_Laql#
zZ%Za$A?)TaQRzNo7mukMC=#2Q+8rE$ucPEVT(KcPdJXU2Ls8<Nbf#{jOfAdD4o^BR
zh(0m*C$vW$29TW({|2g)bgZ24=<Oq?`MtOd3`W<BR{&#c-&#N8Ei=8^+M7P}Yl0^Y
z>T<S4WFJ@PGKf+zd*#Iv+OY(zj6ndp$fvUr0Lb@l!N@Nca`CM)Xlkwz-m*sb1qZ(E
zi*QiOun;|`5iqa)e&|0c%Ho^d5W>V4dyk^HRr2Cnkj{29>b`<C90AgF^%5!yQ2(Sp
z>`Ob3JG+1VNpok3rR7N{@6vCSqvXMv?!#daXGSeUPTj4^yD+Zsosd#ACsXUs8gVwT
z@Eiv7*Aza?yrrC0guvVFQgtvx;ICBJz8b!iVAGf7=j3pg2J4UG&LQ=Sq0Jm0fu_f0
zZXBsiYabuS{Uucf9~5=M`~?(>3KHh(C`ltXoFcnlj9om<teiObIexbrI@2LIr{;;B
zWBhl|p(wU(#LM1J`QL*DajQibfA^m(&%eH)Kt$PiySivjWoaKSZE?n*?lvyfI8xhe
zo~O+z&F`MNLek*iW>X)w_J7ZRBib;;PyGSIue#C_X9?c010WHklvVbQ=!ODp(xe4L
zD+p$Yy+BV1jGd;1MY`Rcw`NT)t^(bWr`3WU1SHNGfgckUZn+a~WJ|$BS({`Me3v)&
zs9*pg!YtWg(>vzH_$70Ok>k81HbVqk2c${XcIDz}Y-6+=f%xZ74u|QYMHjh=WwIOV
zYIAJNIBd=Q9#Ufj8zPk}HjKX(dGPpc*X!0@UJle}`RQ_1B>eZjaqxc%LB?&;gtcx8
z;9u0c7gY=zTRl<Zdm0Jy*<B}6pX8#AUDvI}WKZb>9Wj1mrG7Npj-v0&6P9vT)75>Q
z*zT~qyvsmR{l3;{l%w@#K=y91U*|=4uH|WsP`%-edUDB_NuAp6E!+Gv)f0eC6pMX9
z{<9tdZHVHRNOXgNpPTC<KHTm2Ba`YJp!veg=fQV_#}+U96EhvpC>D9K8cAXH`OMWm
z)lOD)1CM17U~YAMqT_>`H<_AoAs)TU#yRyAvlS?$P7-{#e5qHkWTtlq4S%xSxSTEz
zoc76SiK_TMl9eNfTpO7JATe-cDvDbkF7%@2;8L(ggWlsh)V=8kS3U`(Qu!&dsRRhU
zIh6=hYuQ1*Wnz5^=xzVmU)HH9FSsi&v7VIzGfcR}TaiafHF__A)_iUtWW6)Urrflo
zqz<}sZ)MA-vT|^6yIkz3#or`B>84}x3xBrq-csjbF1PvV<KgT>9g^@wFmmyaAE)M+
zdO(g4D0$m6$dL3qaYrH_6uBU1n|)c|o6i`(ZZq7{&QE1k84+cbcW-__^a`Cl=%4#M
zUiTELpDK%=3lVEteXuU>M|P5Eb&_a{9j*phF`a`xSol%fk0akk2~NCgO){c3u9;U4
zDa^gz0xy5~eBr#jj6d7%Z~>fGjR-IK_%*v7RKcp2)WNd2wd;9U-B!gPZ(Vyz*V947
zb}`os)m63Y^n43a?WS<_xW5aPu+3wrNA<JqeBi6_Z5DhxU2hg>Hzx=R^H|noK={6}
z7cHw8FT@nLsz&#7<6A518v{ui=+2KKiqOrx4Tn0<fQjtqs0BY#LRQARg7FQl<@>I^
zB-v!BUYtPCxX4CJ<cRBNj!>00)nrxE<@9^3-?6<!QcsmbYAWtsXJG)Bn-iW{zX><A
z;wx_r;>F-lza_qj6vNX<swIl0bMxmNjD+IQUbuzwL=~ZY^0LOO`Nyik!OXHkjsELs
zlThOFrBg&8#a-CyC5v(Is&60|P91t><JBRA(hdXnDN*UAi5xV01pij_Ylq*TYyP>^
z7l3|~pyz()up*)C!HX<OkWtP))?P47Ynqs!gc~QrWbm?AtWn_2Sku-lKMKwZ2{ZB(
zi#IAfzi9r$0rA}viRRBkI}bpO&*i0lh}rww`M1NMi%ltNKa=;%>#BI-rM}BmJxLeJ
zB4@g(pOI6*c;3bR<7Ryy*0LsnA-cGt>rLxB;|rc0mGuqo29;A{DLq%UCY$KBn;~7Q
zpQrKLD@UW5*S|UoUI(pAg7T-KfWnXc){m*fPIgOy&4Y~$$}WR(DH+$-ZrKu_Nej@z
z1vsJQ)gfDyKzkVlG@<-gav9$}9Ao2vdtqxQcg+P6SjAiY$>&$2?;1gq5{xTx?adX+
zUF|C)cs$;fQPo#gmQfS}jcmRKIlxi;1BktLcE@12qR;q3iz1WDIQxMy#m0CfTtJ#(
z-WL1;LTdANIZ8vOx3#nD{6H9rI~CajFfOhRtFAMmZs<(*QK{D>@gu^EF`Q4*h{VfW
zUh{L2F}>+=3|^U|6+)_9B$G@ZJGz_uzflkc=TfTz)SnNl5ra37#D{QFXWaCb$2uFL
zCaVfrx}#VmXNL68nZ>j6!)iN;ld>i!9-t2{<Y48EQEHZnyS&W~WV#<xV@CX(6!2}=
zJFQ(;1%B;|iy*W`H}bT54`V%@G?^~k%Hf`kuqXOrQj59S<-S+Hxx{iG?^zt;BZ^ja
zOjBQ5y+Z?P{2s)wfj93v2hVjC9v1q-&+U;vGX(ud8sHmyOqSl$k!=tpcW~A6l|^zP
z$*&7By#FLcdO(cpA<9V6AhN#9lp&}kB*i*V(V#Aj9R9WoC-?;k2!_VdQ<9xgm!z#(
zm~US7j!!P$&-2T=gLeBR7Y0br;*|2xIl>jrl?i7ak6o$WU7+`rdn?B>aCJ3|*~zlH
zKw=jE@%}>n3n=&|rJ<dj^!y20eBw0gqJ{eAD`{K9smmR{JM3d)+sTH3xYkuw%jH^O
zQ`v;~Z)%TNP5d5y<gde$bC>fn<akJqMoY$p!AGpyp1+Da^e;VAH8tVZ3}0X3HBr&K
zzLGd|jK$h5|I}-8_cie_aQA{|bNoG><-`0#V2TvotmeubQ&2qX3qG2K?xTTK%M{6Z
zw#V&xU!FONkeAt?ZI_=PLvOy2Di9rl79CC(`kU<!*ELeiZhRp$hf4{;O(A$rCn#K9
z&VyNsJW-<@LCQuB54tpmA)TbsGa28Zj1}TJa+&7Rz|4QzD~-p*Y>&0sYVwn<mSX|#
z1^vr(X%W%hg_%|}FU|3C&BBC)?+I)~GosE2U#?PnSLilW0I-T&Es~h1L}j@>r&8s7
z8ir~D&BNS$#ggyU@4fN^y@bchXM5rTBpUB70S?m<<967kv1(OYjey)&T`Wp%vTLja
ze1ii>t#GVEo}5}CiNNaVvO1D>v;1s4UwT`?Q+r>x8HUp<E`caKlF-9<yOv(k@lx>?
z;YX=H7Z8A-`B=gf=xIrk+a&gLFCKa;)Zctje%Kqkkkf614LRr?K0|!ocn*zxj1ZTk
zKx<GS(bTYqCph^5<NG*M_})V?7P$4htM$F-lwTFaE@twzXv*y=o3791LRQyS8Rf$J
zIC`68)6>t|lT35@7vp_;$YK$_(Yp5umo>K{R~vz(cUs&0%}j%1x<dk=kl!K@mZ2ta
z#Vqv@3$ae-KA_!VR~E)8^^=@y__?RR3wMp-?~Qc#%$zQDZ-iLB9Mjh`s~!C<GSmB6
z#c`~!*m^{$pcx-5l(k2Kyi^-#RvY~!_S)T4W}L>@nQZ)H$un3pV%8mJwK2w&sw9f9
zYOD8fwuOqA%^_81*&@lo<<$eLy)YQ~n`%lWjM$4P*PceYEO+{LPIXyEpT?svQLj}q
z_1clnD)$6e5}+_XbYevbkRsT3)3CdYqR4ak=z*@%oaZ%W8Jia^@#v0JcUrX1OoxQy
z5=Fw&aC<<Emo8o&wvC1<>?RcEyQxdHmB($nAgI!-uzP=#GBm*-(u2qk4VtQv&HBPA
z#G=tV1>@!Y>wKj3`~_Ij&Y@nJ2s8FZ;<72#@Gb^C8Q_uBYdL=W6`gP8Hb^X~=61uJ
znb_4qZIRjiR(>crH9B7?-t!P9cpcI`My*lFCN+DyX}i#s<FR<(`6FhAl5kpo@zZN_
zcTM(cvo>t5<fix1{4B{@hHfdB=SCH+jlgU`WNsY;w%qqV(%LP8Ke*V%PvaFRl4c}|
z6V>ujQx2hU!#qw7KU9Nm9}Hh5(}_s36GxK|FG5$bf+TvWRFHKpJ9OZ{fT;*0kaDn^
z`t2d@6V2njE_2q$L^o2L%_6*b)9PcPUNb`z!5S%gGum4Dz76OdenU}TLYVh{#Kb;f
z<$h+#m$eP{aig+m4^}LmqY|Rg`}7GLoj*0~vrXrE%5S$y$kM3U(A|Nkrrvj9cf$>m
zJss1MY1ckW^fRSO2A?6ax}gh=pdB}D&$H?>^LNGS8Wy<~o6b^ZxgDwP_A0l)iZ#sA
zq6BiG@_>b*6o-%GW?i9ELZ1<V_rm5iqP{twIgveZVjpWF<)@ce(Vfmqw@2mSn6;Vl
zDGHo=$RpLNA2^x~TDfOA-pj`sPnsW)V$HR$ej}&P+nI$z-hEFyH6i+(ol7rdv(Gqn
zpK>%QNHFJ!8}u`%%eUso8(eW0wiF-s5f=EL*fTn4Cv!jV^5n?d2aa=ILm5CaoF6k%
z`K^85N!5$1t>xA;hb;Ej{FdoKXsQclv3;{$bZxM;n7NFXx6@ZCu^*;PAHQ;A9EQP2
z=LV-k4{8R*<S^Ud0oUZ0B*P6~lI!GQ^iS}-uGC3hYj4g`HVM6oy>?PBJT?h$+`Ndp
zd_D}9(q3rnI<9uQ-%k*_A5%%-mRN4p{jT0B)Vnu*?>=noKKxc!Kc38NHeW1$52*Xz
zH-EhDmV8|OS^0R`?|zo*)7SMruF3Ja0{yoAUWRb=o}L=@J3UUS&d;lx+w8jE?x*7f
z?dY0jFPv2tm}N;ePvC*JW-376dz%2Sws98DTD#6C`dv2(E<uA?b#E`sskf%ZE}9_~
z??Gr-+Bh!&G{56WVhe66*QKg2tvtt7!LM;`q6iZn;*SK|NPE>hGky{acQWB}nDJ9d
zMUfY23CUMQ$>J%~(QoiC9jGA#DM>hBM#({-8J)Dfh=K4HDe9y7iO?5B@%Mp0p1(M6
zcjSjqHgQE>eOt#&y<ax0)D*Qp-f}nb-VT@E@5VnI&QJWFQvL3$?A}(I-_33x{GJz^
zyPhZPveB#Ua;#qu)ZevtNrY~2a-T+z75$!^*HgRn9*WKWykqL>zl^8mKFuz@@34F<
zbw8hUzZ2YEtnscRuyj3cc!{-RQYPkHOFV}jY~W>_kVMN(QlndLa<SfHhYPp<l4Gpu
z<k|D<bUOzv`q|xoIVI88RAF9-OdH3f6M(7^22GgU@HXjd74pTC!+Kt?ch6BeLU>MD
z(l)%V4lX0RJwFEYdG)<_t4ni9+M{BsI%i(8Wj{7Yx*sDI1>bIIay@0*-jAFV!<P=f
zyr)mSpVJ84)W!Ne^L*r;^L%Wnc0a*3&fe9<F1@|e2)zUgz3-%Uzb3Qz?K9}Vta2Pq
z`8D6jJGqOz?0usWg=L3?@b`xRH*kd}y~IFuCx<Kgvg$0P^ZM|9mFmkCG_0%BA^Z9c
zUhtU8C*=zu`dImW;rsCNT;qG9o%^0B^t5*<6kDw*K&2D5=GT1=?7oxAl@wss_j@dh
zeKRETynbm^^f@RKdV+se*Z;Vy@p~hA-~Q;hJJDxh8p`>KN2V$ahWeQhloAwJvtek|
zWvqZ90+Q$n#@8_-9KNFaUipB{_<e$cN1SQ&_k+vW4fl`d+C$5at&h7|*{_iLFSm2K
z?tkcxpC8R~o{1U^q`t+#z3uLRym+rt^uB-ia`)8s^L<aTJ4mDReX8revHK&`uXfGX
zi?^x1f)W)B6%2|VAH+W+s=uIijiPEOnhpW5e^)&qc1wD?4@LGq`&<Su1)sq3!1&n`
zon^US%D&i-jn#M`6KtY_RI`G?)v<o}Wt&xRr*=L&bL8EA&&GbY>6_1cs@>`jPi<2a
zS|5&YBZ)s1vY#j2y5^Rax|^_T*!%N7`-73@NrI*6Mt>3jhswc(_=x|#F>L)MP5<d3
zzf66j>tR;Anq)&1GxmNh`0e5T9mS8!_hVuN_QMEt)qMEXv02WOSp1@2&AC(e3tfY#
zl%LQ;9VlR9h$_GBIsL~1;gh>N{kK2rANO`24`eU)uUC9BAJSMz*U(U40b*icX>Zec
zAyHrfMySGjnIrE*uZ{%|8-@Caa^0`Uj=WwUQq32g^IU+A-L@|~PsuM`$2sk9o%v?b
z>Rs;7-EY6lx-Wm{zOG$(Uzcr``TS`Xx|_e4_j!-~a&xQd7p0-QtmAiZqW|&I{Q*1l
zLejq*+x$+U9tDO9^Ecr{poGiRh{Sc%qYaxhi;l$#U50FU`<0yOZdUlrrFxm^o!`A#
z55J7fj1XWXE)A^-`7GtXY+LDn_Bn79x*6E4etW&}{d41|^zfwUb8cbs>4PeMNip|*
zQ0RSE2)T<Vs7nH&K`;3X3LYBHoE&Vt`V)cx6jTl)L|7O`c(l}Z@f9ra&CSOSS@5yg
zroQUoeachNhWmkKqutHra${<<(~K46<ozjG)$gi%-WPP-@YV6pFK?|Z-rL7Q?{h+L
zb1Z&OW1EkIJULc2K1<w}?ww&QnSI9!pt@X2{`Y(66b!i)5+VbRG~1i+P1*a*fwJQ$
zH^)W(af6`MZ^-we>em&|rc39H(0xT$9nZ5)vo%KdA7Xb9KK*$3@V$@Jf1RCE6nc|r
zXn!wed3(yum2BAfs75-gvMNDA0S6b(i$DVd)a;A~7kuZ0Fkg9}k;)t~v2-!DaUgp(
zXU0tPIPzlMb$B_K7f8eP+v+;>viBPmy0bSr-MEYK<99nJtPhZ?_}dz%K8A$eFrE)C
zv|b$~D8PC_y+O|g2oP-&*rFo*ZJ5(Lx_OVM)LOkXJSyRL(L=EqSC5|FHg66Bb?=|U
zlkShcQ=&_lEleFdPYK+N194bZLy7W&gtFj&=zs-Kgn_ZXpjBd`enMS_gcycKdY&J1
z>wbCY>x*$&)~+cKoD<}P33D6=1tWBT1Qvk;2L=IZ7)qv~iHN#pu&4tVI4GrHP%*rq
z0dlAVT=)tU``?0cL{Jr?uTY{zCI$QZOb?qBs79ypfYE;Wr$9KF3~XG_6bpU;9O^$t
zJ|BQ=lH9<64Z!|WP|6Paqbe#z^Zz!*zea`#K{kyy!15mdTkt&uH1s5Yr^SQ?y%A(&
zD~$qd+;^M+43p%ag1k}GX%p9DvR6=>`o}M@0C<Tlp{s8AWRiZE{}qB`gUg+M&<R$u
zcS8MZ4Akp=f&2OmdED3Al28Wzzk#p+4czTb^!VSv3H}CNHJIP=U!NADK|Z-Gu_Ph?
z*QXXxoW5(8grf-mznci{IW04B)$LG8Uvmh=`PW}CI6`&^*rC%Ejq!PI=ReL%pYHjL
zZES8nn{gwzro|DFUYejT%cZSmJvS)_&R85}P1#=Tp-~+E!J8w<_UtS5abQqP^L9WG
z+N{@eI=U6(3#4h${A`lG3BWl-f}x>LvY=F6L_d?5{AON#H>)&O9B@xTI*uU)303L|
zg&eZtG|3Drb;Jld%iJZE8rdUjMe6&(D+RdIW&^aY;M}B=D~a@(snU;AdfWh$qIio}
zNku+I&HA&6Yr^HNQ5-<?VB*T<WdAf)3~-b!!7-MjRU6)ehS)2-<s2^&CP39DUZ8kG
zw%$uN0^aFt1OeDgF3c#L=MIJJzcN=Mo6_6B+%33UiRw6oKczGwrmJ1*?oPJnAVrE{
zVU+gPZy}|WDF`Gw+~-coeRJCud1xdqGh1+wlTm4ELr!1m#7Gc`mhzWdicMf0>Qps%
z3((Er@mE8KFg0^M<g!w3U`BFF^)7=iHD%|9H@;BDEs-fVf_tSz%Nu7_bh~LFSslEe
zJmq<AOiL<497le`S-xo@RRRF?5$7EkFz1siOX3&qCUk6_82C79h7d4%--$S+^jkY6
z7F8jDn_*w1OG^F2ryY*@CAc6*Pa&$pQU}nD8u!t4g8bS?droyQsOTVpkU+6b0cN<Q
z)Ri+yO_DI!I&gKJ0F%YaLzlZ}i;YV2F@AO%Rzyy2?SAPW#nr7+KS{V^#g~$cQe2P}
zv|%6@fB6@)Z0(%IEQ+BuFvaL;!v3tHU`vqT?y@Av0`g8{)q3oh+ar5H(6*OELNcX3
z6R;pRK8#D1<tsBYTI)<Uv#&m4;0T_tq<N{aLyWf(fiw2$umTf*%W3du%j3Mbq@KHW
z({zinYY?IZzpiM^)60hK<suMQmo(6-sX$bh$~<a9LEw*Xxa_?4N1$u>cCU^TXGd#z
zQp@{*Tg6WCp?{)zYW)S^##hv^pDG8bj&}*RTR6?A>9lo4U*y`QAW9SzrG5_0bDd>L
z$5rRsqPLsSV;c(Qz_C#GveDHvjIl+d^B_qo*9T*6r8oTMGCN1_7f$uC-)Jv2)vZm(
zLf4n8jMQbvise^+)=fOB|18?U3$Bh+us7$b4(H-pR#9?ox$7iy(NX5q>u%iZZZq$0
zjDG61zyzN2jSynr<bL8iQMbWG+D!d*^n}C7Ge@CwQlylY2J*ftzXRwx0%Mp4lQ6Ch
zb!)%&%bY^iq0bzW^`s%3y*B_Usm#irepNJ!?+eB$oS)L+GNExKWfD_=P4le(FnwqF
zdGR{88E2YdZyfCq7@N7-#5!SVSWNiQib-ExM<f+M2SiEpl9a}<JjMVdk4rqN51d|=
zZj%e)VgJ@hoWU7XRjU5Jiyf9JDDBa+lV&pUWMY^>q<2?YA0{WU4LoxUJ!_sCPaI@1
z%?@3eYa$SXf;}(s80H?cxcu6>Dp+xE1*v0Dm&T+^53L1QC=EH;Nn0n&ys2v^I{|`c
zFZxp~KNM)9s*8Z8wWX9$qr;~wnj}ki8FabVJ|<%eJS$`h9V54TaB)%e)G#`h*X|1!
zlrms^0884HHTNmyuSFg|DpN<yokT07ICzmgW@<+WxH;?`GCB~g{XZO6SB<wNS$$a*
z3F?>{Xbrzq(w8w^H6kWN!cAk(UTmzf>ysyT`flVzU$P9HmMM{5tf6yRTL;SE#@Pf2
z0IkN6%(o(mXGN5#u+z&l*1uV2WRRv!=Sb@tkIb)>D4n1Q7ZEU=ZOOsw>|866N?Du5
z5>OU8yZ(Zupi?r$exeFt@92xAQJAg;4~P)UiyBwptDg@yN1?a;lL<7^B|i?NnY_(X
zxnW^zD>N>d9>Q8Vn>-zjsl+vG3+j`~tm}Xr@Ni(=GtEoLJr^B6*GW4J*^f+|*I}LP
zoOKzXuip3XksuS+4l6}8`_rjFV!*kbM1K6`<$!+f)icT`-dv!aI96LjB2h$+GW~K=
ze3fN~+k0d;Cp-a(Vo_$V-y$;K><g}}lo%SM@vRZH_Q!x3{jC*!)7s+{3SM<|)5G4(
z;Lu_C>{imoZnP;dlecK9`5|g?`+d3p7J48~#m!>=AUxRklUZ!yJr_HvH4x)xwd8IQ
ze-d110TIk(2@VRTb5B|O=RaBNUu_OlMv!PI!mG_1OX-;{y#vFUN$pGFlHyn1eAdtx
zG)C*zDraveXTOlURcwWY-g=htXHpGt5pg{9oeC0Fx3KouQu96bdAdUhFT_)uMaP5v
zTvoN~K)g1eTZ@Hh#)jmpokHTGQJ6E;n*W6;|C0$`LNJPEArQ=ltR6hGJJK>a{f@f$
zYwzhhF?#)G_44R3xzB`*LYWtTolQp*G|?Yw`1aHm;;F2M3_9$Ws5}hwvu)?ypj2t~
zf;MQ^6b5!<ccpuO5r{%=VHM$Uo~8*ljC>*%kvvUqt>KW;$=b$P3RC<vX7Kv6>;6Hb
z-8x;oUp}f-CU=~&Y0=;KAxur~4M+~NLECc&oMCOlecEI%wzB4{qNb5#@?&L(jE~b=
z-2ir`&HNl$s%U_qUwx@9l?FK%d+vB~*78dS$GzTOp=S2VD5MRgSqnYpQd4siKa6UB
zu!26jZOHmLeF9g)$cBDf5G3+X9#}Hy4gMjrB(V)jQ!<O+Oi<|OQU++Q^OedC`H1OF
zjnaIPnM{iC8U0*SiqktLo?}frJ#TFzuvvJRjw3POU{673{s^Ae`8|hK^=3UX@sv<F
zDZ<v*(6Dr`O0Z+ln!_;u^jQ+K2{p9sK*j%)5O_cWDlG#r(IrT@@k|eN-%;K-?T%jp
zc;{c$BNCO7i=*TsgKb3k0O#o|63}$n9Rr#K?g9{`ct@ndhgd3%dLbC!*utm|A?NW9
z#R)Z-tZ=$NVklI~wxp>jgbBb5?}--4i?2fV(4(8!(pTu5?v~@Wj}Fx6#cEDnV^CM<
zPGJE&fS(m!vv|qMpt!<p>KNG<tBg*lI>w!;s_B90)|@Gqo)q`LMyM+V4Inw_O4r2L
zdLpzCb}VaTg?g(Hih2`VU=?yhq_W%23;G0buUSgIt3oIk{2*8ZgODN&U}yIlJwY?a
z(XR>|m~uac5D%Ng?J&F@1|u)gmjoPE{%F;?g!6B6?K&)9f&K}dJP6g6O+!v0r?njL
z)_+XQU-t=$yXFfNE`*W%0dA-QI?XIIDO<axU&KA*>_8F0tWq*3Q=qgKOSaaQZDV1W
zif0L>L))A<x|w^r%Te3Dt6Y=bpPIgJIW?bYvjynF1Z6*2XP7TFu0fM#`wQ@aj+qx&
za}ORkn!y`ntj4YIprHCeAe^UyN=pHpljn?IJ3(~v5FUQgbyC|FZ?!L7V<x1h*$w3M
zMhZ@*5Fim={V34Y4wK-kOrpc94?-T3!y48gb2S;z7~1cpOuJ}}Sh@NW&h!`|`^A<5
ziRfTJCvL?;5ZudSv@Hc7zHpt|q#|KlIC_t9C|G9m2T9t<Rl+U-KlVW1aU-$8qvV(z
zSNh~T94Tq#-?)O&X?&tbfvuw%XBOC@FwEgAiDcH9W;0pzR&c;hAUnsBXU+;vUj@2y
zt*;dva)FvGPvyCYWQ8-R^<?ejJs*QNAEYb2Beu8;hcIgdeW6OvcA8B97ccTX79b+x
zXiOv0#`yH<i!wk8=Kj>8E2Y{4L-2WiA%aJGWdv+Z9R;ExnLgZQfJ3BI{vs?vjf~C9
zGNh80>8!wxYUV6qD^<F!Km01ohILCXsksxAGn$RkM~V&%KJOpj)f3C2xmYaDd0d|>
zW8%E1yAoE&G%w;;n!~vaV!t=C_{)^*0gb&~Rj!~MYmGS(OBHrL)9>|R_jLRFqX#&$
zzqt1HSS{n%&_!D+**VtHOw4F$ubJ&BwrV8<ZTZM>(sdoRrH16<S9s;!V|YKm7J;N^
zq1NFE@r0Y^N30|MkUR_iU^c~;M&D28!)#tSzf37m6a-$5+A@#>8*|31X^z`eMCNci
zMfWPAR2)IcR%iF3miZDhH#_p@FnBij$|Am#oj+dOD|bB-%k;C4^D1-ak7`6S;@Wy#
z4!rP(a^it_D8w>=OOKfF795$98eo%5N}bgyA4m_r^TE{IxqrG>d8)*E45u9@#HMbR
z2Doo+s)U(r5B8o+iV@w3bDt4okBG5{zhtjjS)qesfh6Wkx|3Z*fWm${NazJtvy(?r
zV#R{`D@y>54w<wGP3{RM&0znJn9IDK(y*|Rlux;mJO=7aG8rk2dO_EmP)d^dv-DFx
z_eL6&cIW{=%@nP(d?Ke$M^01E#78kT1c|Y}(=Vlj6CXa5A#QUI7l_H^7U}$CKc2F&
zL*;?+`Y2##pkIT82#pc;NEd9LAgCLAQ4?euR5s28#_P`@oJwX5-q2fZFAOMWGVD1{
zl<8RA8&e6@rN`s&(?+ag)NO1bZ+?<a{!XCp<}iL7{VZ0HX~owO<_THl<LdC$#4!KG
z6NZUGk4-?yyO9($48znFw3Q?puJM}y%!beVkI8rxgWtb+A7s?^6iF>t*By=`#MdOO
z$WDUd2@*7|2MF+KVYfab@g3Ev-ABrfVlHnhLo-@U8*TBl>SXtG_*=&%BFP)G;EA~l
zkdeo4L?}?jh1x^HeM5)X2i#}RSE9J#$+fU|SNJ&+Tt%3+ca(o0FkNqKbzeGpDmcwu
zsas)Eg&MIFAku^9c!^0Vh18ShhjM-V@ggJT--K!dFk@WXTa-x4=Ft(^l#8mO1kNbU
zn-nQ5DCiar{ZbRq`0i5D-D$RZkbwLXlU$z*n3`sh-=Ewu?$Lb0)2>!nhs5$soR~8=
zyr6sSF7`><^ru{a4I+NeY%niAyfY8PuK{uUlt2W*AwF=|6D3rDV4(MO@mr2CgIb6=
zVSyR6zZa;UQ7E|rq{iaDna9wg-_%#_+%Q9k^J)_i)pJr@YkB@!@J7SK(gI?9=<dj*
zbL{m|_><xuYDi{Sf2FxdGlk<YH<vqmOtkIA&G|U>mvq(`R;P!!4Qd&5aBNj#JO4eD
zv@#Q+S65S%c9cUB$!;ub>6&oDbsZY_wPF!fIB-RF4D?r6>XpF5ONe|EqC%agn+6EC
z6Ems1Iv{Hgb0pe-ahR<+77s%aW;GFj5>17IqDKq}G;qy-u(8#sp=+L(PPOP{le+J>
zP{$ggwcEr!w90mEBlb}gZ}e$O)Xh@Q)wVc`5MP;^V;#IddDN(&Mf}N$s-|cHy5BnS
z#N=B>x;uY&eVkD9Fa8v>yH630`4jy0b2QsM$Xn$-Sc?(D?;UU^!)`H{(a{w~Mw`K_
zlCT#$7Cx@k!Ef%U=V)zKmC%t%T8pD?NvS;fe`E6Bt1xeqFw>%SFw*OFrQ$ic)@6<?
zZp84g9bZYa6E+5<qQKSC4J(-q$76KqT!rN@x0(7%d4e?$(I7EeOZPFy-kUp>Z0;=B
zyCpWKq(5N=fkVYWK)?>1s;Ev`vyuefJ3BvFS1(62<+Jcl+enxdy56qebXho|JVU&6
zc&RN;?u#L2YhNLdsKh>*?JM#gBDCfn4x28@SW|Sg1T=&(M9DkGTU^6Gkv%4Si*FHO
zE#iWo60h|6;uJeI8>%DRU-0zcpmK$DyNx@q6z}QbH=P`3VSz`5p-|_h4SSfi@%{Ms
zi4lD3<*B7R+c}C2D@?=bu+pAjf`G{}+BSOEtKKx;0buncU23_&t_y)AQfjmEVelc<
zD_&HTRd@>w?Xw0Tw2V=Nw9kh-=A{zx6C}@nk&S;(7l?1M*t9CMZ}F-xnMe8x=ie5R
zOfd5Pg3LM~V#Oro{V&8aBn7dY9_K+HchM$Ju-JOm+<)N}=;YlMl#CVrZ}$SV20{ko
zD8@2~68}J{VG!T+?fEW-{0a|f`^n5_!%+~K37J_=Wbfe5`CnWX!w14h!omMKB+T^}
zj>$KEGX1Z8Fp&9tr2nwDza(to@0ttO0(BDfKadGT+yJ56{{d}(QQ0>PkhO(xnM&CI
zVR3&^RT|OiKM)P{3MKi!5KGlYRP$db23lP(hy1^NIUzSh=88FEUBY<v&>X`^6{9yX
z++X(s>dBS#04TBU&Z!|<NXXH$Lh}VAv-&s7omYiCNj92@i>ilJ(MOg|4fp-XUZpHn
z**`9&umg_9v$hkkeC}eqJ)H+Xy~q_18rkvkOWjHS?6P6+Xni>>RmpE%loex2g;|vv
zP2f*8c6Hb=uqQW^gN<`9(;zaJmc@br;ZoRW&>*nxA}?r32g7z{b`xjA?KLgIK=lT?
z!WrvMb&0&Ve_xU#3=VEj#Guc5xynt4@W$+ZB@2X*RANsYsNEDT*Ey&s*pLe*=K6o<
zc!w7B3SWe{^s@=)b&Q{P%}lXKHkcE!Xp953JqCN$rHUM-_PPo-;Cw!C8(tlG@_$5g
z<5>yzJp^;8trvr@OIQ(|BRdZ9?jmB>El#osSd6HtvyGo;$6X7Cad-R1g&#@@x0A;t
zu@=LlfR-Co(A<BF`|fm@y_K?lT^vU2aIwi(F$}u&7xsnXj=JX4qI>{^+5iGSbzt2>
zX@O?K*@m_xzrXjK_MEQ5vC1Pud=r9z9XU-wR-fm`aPcZUPcOBi%<DGaR=>rTrF9cu
z{q4y}j5wms>G7?Ik9^A?_eF$snMXY1jV_R7%G!0TfTpu>h<Nj67;?NCiKr5^_dJBm
zc7V)2ZhYfH#TNgdGK83YG@qc5AsSVdNs`HD4updm?N$#W3TX`OgljJB+LrCMqE}Sv
z(u$qFO&jK*g^1if%s+wmA?13-|87KSJ7DwyC;J6rNOoUFD|mocxTA30Nbb8~Lr%02
zF7}fLX+R_x9kK*1=A(3AK`8RJ4JsB*Vl6zx?a8f}{9zT-k8O<hcOxmRq=N<#q3LBt
z{DW*M<*brlO5ei6390xv>^PCRxF0xm@r6UY<x>fXd~UYMG0U-*_F~d|!qp1wSSpJm
zCbE0U?vR<hn#Mz{Oxg;aX8*vYc|laK1TD^Xp#r7MC{l7P+8Im;vYe*i&$z!U88V0D
za^_dh?*e1Qd$l+=?%c^c(%^=Qm=j%jOXRbO=L|4M)WYOAESjw**Y=N(Fqv<*I^2|T
z;ggmCYG1wC>X==(zX_a+AG^sHjP1Y$2j^5okbj|TEP9#^IP@0|CI_Xrx^Axd9N#p(
zvyTB0uG$K5J(r}>nca#IF!p;vA{Q9`^`VV`Okmn39e17D^EX?c&5;*BuQ6C5sn{1A
zfrpO9xw)VrJvFfCU=4P_mZ?FnHlk0**&Cp@$P9H0$jTQ~hOC1XA-udz`Mt(Gv>bhZ
zxW2QDqul-EjNtqEaG|SX$>yH&IQTWI7l_=<r@3Ued<M7;V>^%f+`G@`A^Wvej2!LC
zp99aXxz)OT0A0bH>m0@mpxKs9d;Cv|3Ph{$743Gj1z#I~QfXVQwj|+w874YsX5l=1
zH23=P4Q6)!#&%=w_Toud7(%yH$!=;Q9b|7Y?qAU{_BWv=1lA8UV!0+WdvNdzqk@#_
z^f?HvrIbnai+7c?`Jahrv%qR+@g*;1{5Yzo5~)8aLaG}h6t#ReK3?Og6?}dAB<|`(
zf10w8=C%`xAMP8M{Su!tK3<WiJlY!M{X|eQaZw}+ULZ&s9k*f6?MulY>|>w@aBIS%
z9}AyTqXA-wsJ(Hz=~>@)toJeA%Q7D4lpEV6!_|S7<s`NY(sj!`CN&!xu98;1udDGz
zfd+duw=>lVe6b+u`sOKd7i*Q%ybMIpO(2*4gGfq`WaV(@yvZUH0~5VU)X12;V^qFL
z#`T4CSt$TaerERTIRlgK<RW9H11JncRVkDJrW>kOZi3ch(@#EYn_}uME~$fY=)Qu9
zNS-C>D}@8~UvFoN2G9Xg>~SIU3+7qQq3GL64S_;Gq<+61&~qRivE54)IP59Y*jgBK
z>V|+V#>Su8V;_bhE=m6Ox;Ee4y(xOgp7rXevv%bOy?weTE{`|=Q-IF|4P4U2Z}c$Q
z*63Xk<07MBeo}E<VyG+f$}&$@a+9hN`EfY}9S~@8PYg8U`rQ5phouJg=}5^wWq>~B
zYsUD72`(3I$SSlh=W6yL`J!&drL4B^h<hlx{Mv-g8vBrpTmt5p2hh5A2uaB~NtMkj
zdjkX0?V*<$rG{u=uN`+Q_rbYEZDtrqoUwFu18#_(@U8Ovg=x0hhuZMqr*M`6m}F6e
zi2t+n^k>$bl}pd~a0@vXiB1y~9}dZbQu(Dv3WD+HZxsWh<2guA!`}6cu``S|7w+k2
zObI`_LurSe&)95no#!rF8WWMpS35yxg^sdC`?wb93OP8S&(&o~xKERfNK=Y546}O~
z6S$f9!*4P&h=J<tG&8Bv030DDaMwaWH~Ly}GD>oQOl#outqB##krU27hEar)YP>D8
z!dfd85y!3Az-K%J#c6azRDb__Pyzi&wEZ(ch=Qe|xYDCp;96LwvBs!O8}^vn+;UKC
zP(!3B9w|8POs{1Ax5asBk|kyTz~P{tyL&%s-r49@?+c5&mZ*h7Vc@VY;D-<UW<G#q
z5KS7-0^Tg^k!eKPHqMoOp!0J$&T7%bG&l9l@d16^!(9DNAqLiKipi48=x0T!MBA@7
z)F#<T&>2vHv&4czL&Do!HcwySX=-C40rBBm`+nWdj@=Cj<vm4oeGI~R*MA2b1@2*Y
zKr^ktauMLT020kemZZIcHcHu~iRB8=F2z0<oyZ0+C}kEjkTYh9-|nny@<|Mq7BdY|
z9NwlwG#|ge0+CI>_cUtu`qn@5cdT$qpHox3$IEcX1lvXIVMn%!59PQ=M)eb;;1{5~
zCX7#%3T7wK^$qqrE9!R$hz8xp(w3;}dKe%>rfRmsm-cK~)25@w*2L%uL+E%*G#@RQ
zfR-W*K!Roe@VJQWO%k)0b)AlF;s|r#>+eH2FC#1{I?{Fu(kVhX77n5aIr^YXYst&p
zi#y5Fz(jeC!T}h7%GMp0`PPK^Wsp9-S2$JGYreK_<|Py=DVzWvKxoeHe%c|#%ynP0
z)nzIObjFP5CM^aJ5&5vSK0Kfwo9i`0OT*U8j3&KkdRYRU3^FMWfum{9i&=c{CK+}%
zCbB+DRPvDKnouw0W*=cvd>;RgVMR9Q>S$|zq)v(QNMo#menB`P--UFILWgLoho*;2
zl0|34BKZ_lT5IVoW%N3=)l1A*4^zPeN<FpK)S}_w_x=GgB5}RX!0&yR>?gXeV`pjB
zo%8ykWje~VS@r%ZIhf*LcmSNG)8gc$WQ=q0fInhe!s(r8KGveIs8Nq@U_Oj6K4^m_
z&*X@T_9jsYu)?$L#c0AyQg^>qTxcQE07YCc$n6&)I~h1mzKcCMb9RZ~GPvz&byS;9
zw##VHiRnZrMLW35I+6gEQ6%@f#wmD~nUqgcxAUWx(FIHjiCit?YHJD@RBB}`tbWor
zq)ckoar1ifqH^-f-qM@#tKK495UHTE$A`^^Sc0&^5uR+T4}_5De@@+YsibxGC)AVn
z2$CxK{B392>jQLgZicSD6U;<O#tc6YNoR#=Ji5^!?X@qN1aF9<;_Vp@5rYtwdM|sU
zn4WSDP4AKKabIl5t68J$I=N?jZN^Jo@T%qEeH|a;F?@-Apw{L+M1{J!3Y9Yv>qapo
z*x5?w6qhCA+9_8)(7Vul7<eJnq%f^QzeXmjkebnZQCfY6Hj3clH-<N|z#-z<j@t8v
zR#!N}M>N<}ia2c%jgOJ$!?fF<wL87lBqDo|^QHod)l&z=m;S*leI4cUvY;wH7S4r$
zDn|=|G`%Os8V*hu#K|>NT*^`5b#ZefN!x8Y?mQ*WR&`)-emC)7r2$^hj`ouE5I%|A
zz;a5EwP)>Qne=E!Bb}z9<OkI%VO7YByW1Z@kPw}uRQ7&#QdxG73!}S@e=y;e_&Hrf
zHRc4#zA(RLMnfcipemF4=25b*P1}A)$#(b6L_KZ=Pjxv(K~0FIpPbp}e)Lov-6j&k
zR64%~9O8R)PXK#6CttiW?Isdlm-vswAx``>euK!g=AmA1N@ju#fQP<?#i08sCPpgg
z9xqQvQg!^uqgwwTY{s%(hoX%2c?JW3MRQR-`DG7e_^D?Usha6Bo-feM_O|?F%dfe0
zq$q7)#k7CYgu1r=N-X%cP}PtS*=m?aF#1+WfGv^Vi@eyGkg%ed<sbtqy{zH9O8V@L
zp&yUUP~0<)&HVJO>FOId7I1EtQZ8n`y-=hHplmY4r7+tey|bLrIacDBDQA6?wjtGy
z`=XQ*svvs*P34HiU-&zP68LymXJ1xba_LIJMTV0nIrreN;IB1dgsm8jQ6gv&Ur`1y
z82AM&<H2RV=Hf|S3r>xl@-FCzE*&^c^jpt=mZAUQ?ytaWA+o_wqYJ#sb5oeIyo>)j
zjtD+B9$j#GIZWQuu7q1VSA!mhKhBpt0Xb!teo%B<l%ct>tLrWqFQHYL)f*vuPZEjW
z6!1G>)qzcl<7*}jVkGs5ZI0iYPrnf26Cj$MzX>~OJcsgdzKt=m=(JZpE`6bP^^+<5
zsZyoMeYT41XaxL&KS(E`gf<?7XtzvZjUI0GMs!)uU5I72)35Od!vs`&cz||?EfeCl
z2*Nwg+bj-<)l|etA!A=*RBQz*>q|5`2UgfmTKNQBW@ctEYTL<~mpYz864m*n$=HB)
z7p&hH+~dUb6*Ob*T8N12-}eRU6H??<@(`Tnv;NC*xGmX@nwyO<sK#STN|qx~q>Z?u
z`_&Rw%)=1;BA&;U&7?rbPo%bbSa+{9;z!%K3xY#_%mlT`65G*|J=H0fD8;Qf{iaGu
zl1KX6Es27<rR?9Pld%LB>%m#$#bQwSH^4}zaiziN#GrQ#Cc)xQfMU?)AlRQN5j^=m
z1?Ly8f$+MhIQwbX2)mKp>;Ps;G)Bwh@HzC}DNl>)SvjpBfMpktUnr_!81-P7EUxKN
zuDskdKNuILa9KiNE~^PcQZJw|%xVw0JP}(~mA2rb*2b4cKs5C!q9Z8xa45|OJo@x2
zKP6F+bLq}O9Ry~AntV2dw1Cvh-G;1;D!(IA2%<cQyq!V^T(k4DsiMI`MN?E~=!V}#
zMLYZdacL%GAm-AWy~K*WE(fi5iN<g>wEyhoWim4gEi_qiIx-PqqP@8)qe_a5xiXI?
zuigdr7#SujSX64|mWc90RO#+zIyZnm7ljcPD<jHAI095t2Rp`L*=rj($py+tp?Y&H
zCbX~#YUj8a#y1PDo3}ALNh{ub8V<n6qKp=$v=}!@chLskW8#jfVt?-@a>9%@3G)A>
zD?ir)^CJ<l4DzVQ@FHjHFyot#$#i*QwrXIk%DyQ(BRoOF=V<p{%aIqUzCyfeZ?8#E
zQ+fec1`pUlqh$f&<X+^6l_U_@P6<5s@Ley2eCf4yljw6WD)VZfWr_SkBN+BYUC`oO
zWaBG@!bSOQ`mwjEzGl=4(NW+vZS55M=ZixjzFZb;ff`0AHEi`W<ovscrG}~_m@Ikf
ztlrcWpMx$7XN_@!g07qhF;bkIPtpp=$|u+78*NIDVU3D$sz>HI8s8chzUy?A>(OCD
zH9DPa5pL2sZm%p{8m*D6D!C`KuobGvmM18AMT7kU3y2WO+X0OuU-a0p!1p2k)%A@2
z0AUhMgCOyLIY$5msN@B$3=S3YUvNT;0AeMk0chy|BP}s-pc1Jfa$&@O=}8_V2$-Zo
zOMZp=_o>h1f5l4i5nycpGhGj2LweY_WN80BwH5Z47KzhC^#6wg{Z&Q%KXk~Pz5N#T
z9pbMV>p$EF^woHo`=}p0iedzki2ciYBEhKdKaz-3BnZI5|3{Dfd$uV^m3diTwkc3}
z|7QU<0F)Y$Ja~)$l_<i4^j0*%0(<{eE`gLlP@vSn2GAFM`bWzI1}8xGS51d`9mn#I
z8(^gNsDD!fRUSwEZ^>m52v7N`42yOB>sOD+-_)R%ie~(;BvBNk50fTCdHUb$|L+`1
z&atyxbo=A1zK$2^?vg$GqVk(RLew<z(}f%(?wI2g$4m-GyZByjMM7}%f1LoqGyn@2
zatFPCPaCL%J!baI#?w|-u3aaE`OMKY*(DP)o#ZcRoueeh7{}7_-&#f+)$@zP3t(!v
zagmDx6U@-jkYWn!(Nd!Uwb;oH<k3ZF5hPnW4XH1t5{pI;%+1|O^Wi^n4c6KC8rmhb
z^#B;q-tW~<w;mvef&Nbo+_FdgEDTVD8Xrtq#lP!bMF`2<C?4O&M0MmPg@OY%do?dJ
z)~8#4#%y$r9&O0UZSTx}>p5j~w*QYbPgoQ6Gb!Lfi=_fj_i9h)#oyDci81(x_-JTP
zieJl;b?bUG^No!etF#LBxb1DxNZ*=kQ)l{2gRIrPK!xK2l7Xv|(mx76-@ghd4sNl+
zAN@D)9rlq+b1B{ah{wV^Uc#gnCiBdVA?;9#2Cfj$ptVv^{_KlTY59S%jXV~Y?l!x;
zx~h<UXq4l;bMx^KP(j;hUtKxl+R80hV-lM^(tKz#SF{vui`iS}ce1SMV69whk^VuY
zsA#ktK$g4m<@U1Q82Qe%_M6K^aI>FNmix5O3kZ=R@M1vf=DG5IZ08Q{oOpT+3kaK6
zvU^h%E>I8sS04!KquX`;5|}Tibvrk50U@3qN!lk{sdpjqToO!0DJ5<E%(+&Ul~q_J
z;74{ofs@m|W1Yee9>KKXJw#(?pzW~R^=nNpDNoK#9ethav)U(T{C(hyj6#11xc_M5
z|540YIL61vpZcT4&)8?UPe^gxG(zXB4fCUvF*BZ@=ou(4f9RaLF1l5fXSEe$(*q!A
zF~)){QU;^+m}^B~G9$oeIjSiyl4%PKzBEeOzC2K{<ub5cDx{@d0k)-ZkLh~DGwzbK
z+L+t$y5--sBD5VMs-O8%DLH!Zq@EpAz*Rp#Q{Oh{=O6R-xwOYBlolDREcj2*o32|q
zO%#S2s@LRycWaV%1Go5=p|v{Rr%V~EBd=|^nY6_7O3069)pmZb*!l)B`LuZY`B?!u
zjmVtnZ+{j*6Cli+F6hu4uzR<9PHM&_KlobtK}}E_p!unQ)wl%vzG~-P=S5d^nr_qO
z+@?={lG4uU593SQdwIvtZag;KEi+O%)<XF_fhU=@Dl<Ji#%7l3+-QY>l~$XhL%wP!
z-kqMiswiIY+ymagoC(nwWk0H{n1(BJnHuJ_qjF7jc0NZ{3TQg#IV@K|<9XW;D$&I1
zMPx{!UkRJpoG<;ys-6ON^^NM&YmjN#O&GHVTYojmAnmHZFkZUPx=S)TY@5}NM+%EI
zeY{R;^#Y~rkZod&toVtP82`$dE_W@%Xa+S;A-Tqb{k4D@7M+*Vy9aZGBut25$Gu{#
z6?-GD)aw7C?X9BXT)MD9+({s~y9IZ53m$^IH}38b+=IJY&;Sh~xVr_XahK2#++{i^
z=X~?u&04c&F1uEj?EUVldbXC-=J&#|1MhdDmT!io#AZ`MqHU1T*)N1`E<X-P|E!$C
zQw%T+q=`-}58B0iM>oGM&3N1I1^ZI-WRyb%4T+%p=g4*9!i4zVzs0gC^k!up*h5OW
z)FPSVIWWq>F|!<VFD%k_`4O*=O~J*oRDL7nY@mIZdFN|co$F7(SGLd3?-buqr_16!
zG3g*VEB1@}ILy5^NUV^{8V3H<Mi0@Px@lM|*EK|y$EtkXklg(|wNA8we}JC;4helR
z@dh@-fAIzl`k%`Pk|F>JuE8k*?H4I16j~ka)o+;`3>)lm3xU&A<Q&(m_q-}JJ?HZ=
zuJ5Dn-;mr^%6KXm9$oVIUSDbBcI9+A>HXZIJH4<yD|4{66(M17cDY3Kj;a~yy;efl
z*+Z?-3h7O2beS;p-STnL_`)yblAF%=+ir`0cI|p17iZ%HAy0JrVPjWfIfS{nCDk{C
z4msKk2|aur$2naH{ORyO?`hi=2bd4W&%`qZ#nNwD*ljK@<ChA-va$)TH;6;^!vDEk
zx>Y40VN<93Q*HHQmRwiP+3m!t^TXvOv$y=qH64m`!`s6xcE<E&We8ZMpY`OJ^3G|f
zgyEZ-ytPHWY-M=-tr^7!z?N}+;Pv1nkgZ;b;@<ldgbPe45v4T7;=UZ4XMR-B`2pIT
zEg^MCF!fjqH~OMZ&w}@J)CgUQx~d<ozj$)@BqKiHpp0eQ)!2jF?VoEso*pJ*2>evb
zJ9hHUsN|`6DFToF+sMzbn$?-qL%6$xCQsZ@8rPq_SzA#=Lo0&oZyc~*tIsu?@6&YJ
zTWgxV_JBVo_jEGeqtN?b_77#lAn*sDZ;6N~#WV6pD$B!TT5=1nR?Bg~D{hDmZEF;B
z>NzS{uxC4FuiPhjAbEHS0eR!ud5~L9ycZDi5~Ep-F%LjA!C_s-L@FyIm?tld4Pxq$
zbwWbiA<=Xw>*nYkaJnYwKz{k8=X`p!vse_1mmB41s!qa6tWEoi0fwHmOq1_E&vjg%
zou7us3La>F!C^CvV>M?047Vj6y@M4jZfI{ZMCn?_!K?4}Xhd(tOl@d@uCh-TIMf@i
z+CW&Hzk)CINANGDG+j0I>Eu)1KS`5C9{sT9C`7GE;jeOMUa#P{R3+Rz?^icVdSi(U
ztgdkgAF_3`Qpgqjy+HA+C=rcV)Mc*x#rYH8T$!;4U?6%dHT~`*l;P&5Op*w^^2D6o
z3{cAisylK9-8I4%SMYbC3odRW@e5(r&!A+?`(ifl&RLXz9cM;?q7c|fM2P%AY}-1S
zxuOP!ef9#bcXrD4S>~Cbdr8-58qw%UEVa1Ab4MV@ctB9uyvX=CvCXwfW_wEb`4qvo
z?*!lQn^;25%Qn;Z={eha**XiGYMv_rI<eu5o==~-sos+Fx_-n*OOYcYo0SteWKnM5
zfhwVa0%FnsdoFQMev|=B*~?<f4oq!dYN7<E%B;=kdbwwCo0ut$l^iOcV(ZlqkojS)
zU#P(YnsobGdysXPa(!~~I6EbT9xmxQA0fqe%5p4~?%MrcBuIFG2kBB0_>i-&ajow2
zmw&(tb^?Sv5>QS390P{Rb6B>xhp4A(i{9RYq9KI?f)~;E<TW%;%aCTB^=}o4DlUmh
z?@3lhWhZUgq(cN4@Kx-&Eh~nIO5VgFeZL(}V19^r=_1do6dWDzoLCuLJY4d>uT%PH
z`eo(=ki7HGR~N{chOjH-`xyJZT>KOFy~E}s`2GvTQ}G97Lf|0e()9tcFf&dW{%m&F
zmu4BY=uFMq?vlDawmex6ZEl*%M#!mk&c1J;+|~&<E!i#?8aISOHVDLdG{$S@NKKB&
z0zPD$z1$aAZr&p>#ocv*_fJ1S;ubc>mtUz`vK7CdZ}zsY_2=eEPSMP4hyoXR44i#V
zA45J1lJ|n$(`A$lu*!Py&mY<pLRJ;E1?U7?g&tzkus#^%A1FArQNzUO|ApkiLP#mu
zAkPNWj;HM`GsOwAP>^eTxDIFC-N%DHWji^950}**y3xMDcWwg%2MNP_V_PNu8j6=z
zoNa6gqgpWg-ZkPPgmt`tMJFTH`?%X!<aWhxst)hMpclyx%|E=fR$(`LS1(1v&xC6I
z3n}q~8#o0CM}P{RtY0)ZCE39zm-~jWhO}w`S!X<iGcz7O-zn=Oo$Zf&JyjJwaB--N
z2<r`(mK~syfyZRPTMyMSy^4C5ZNFrua|Rgt4E3kau`^_XMACxo^zGsH?RP?LZ2C(Q
zr2ettXMo_VM0kU|&-5g)C>T+-E)DhG9RXkGH!;3Z_?I6}#)s%;Iaj;@G~*Qe7l@=~
znP{Dn{(z>S?t0lx@(cs>j*^a$TO0-aMng;7oU+r5dI!S_U84@iIp<D8xw+-CF*5~k
zPxom<A;H40G^AD<O~lt%hCgSR=8kK<O6Oa#!)|i}Cb`0pbL%vco+)c6y9L_BKNcr<
zX(sPa!q=&O61l<hdh+(*Ap#+iq?x$h$Ey~mr9%l?H@d*sj!}j5;e-m-XXH7m`4Ot<
z1FH(UFTVZ^|10cJFcDGR!R&2(la96C27PP$*|eakl{&4}BIdH7ivETb?%2-O_@_#D
zNLDJ<ZC_P2=Mu-+@Mv!eiGRSFOWTS|)rtUE%kQb90slR-Slp(>fVjvZxEAU{+6Zk@
zI((!onNeYED{Sv@=0d(`97nYT4Fm13qE~<q_a+U*7(*<s`=3?^F_1&F1i%Zd$^SGz
zd2y(Wj!!lyyKw(0p3#3=@Keaq{!@WIGC-6fEqSHjoPPx)NQ@oQf*0}*5@zx5K=0up
z>Xv*3!xyZ-lS5(9BS2bAKYnKWU#HSPN+tt0yvzTzq=7#zX!8H$ZT&OQS8Rwz##mY=
z_9xltA6N~cA_x>Cj@<hXQvahZrv6ckOXskM|EI@c|E<d*j{m<-pCH=Mx0Eax{(nOh
z{$!#-C`X|AD>i@jzB&p-9ZdbCMo#xXI?*640|jvZKQJe_cnq9<X<x&P$I>XWSm|G=
zHAPgL@h9b24>9&8twS=fu<6>n<E3RGjc4Tv+Oiq;2om_0eg39cZG*?gifEoFX93h}
z&u!Zg4oj3vtF`^nX{o_8{uew2U0-(T_m1a&W^PsrzrR5Q)=E?nu#<+NexI5UHi=O#
zWWUQfeI_vgsKoNlVL$$s7+M4KXw^1oIycnh$$xSrX0_c$q~j^^gTweBL#X1J+r3!v
z{bS)E5TBf4dV(c*Y+)04GLaN2JZWALc|zw<;f=htC~Wpls(hI;><beSpD*UcN4Qxr
z(r$k2-2}VjO*p~U@jOydg(J7yHXzCE+iKlpl5y%{=!}ks2&LKtaFu}trBcR%w7d)4
zW%0oYp>bx%`SRA6bOc#!gWc!;HPqqbb!6nCJ{U_@3Ea5#fOm_3$G%mwjlgTR$>=C6
zn{M$D`vDCk!>Ah~*P#J=x_be=2lE?M4F$(+pZX}jF|VLoR`pEVT)`<U4*sS(HMAic
zM&%`q(}i_n<MXxF)xd2w&FDC)ToK*7Sxv94Pc(6j$eT_?jqxeAJu$YS10mSnJTXp$
z^t9_fl=XuxsT;l*T<<fOkqX8Qh^-yf3WTq|jR7$t+mL^QSwrt;fSPpn)nFK3|5;mT
zXXI%BDb!&DP+?Yb_tY0zoYU6Ri;*bmx<(g}d}O|r;4qSw6^0E*Z4D1EL&bBmbgv;<
zI0t(S&PiQjHl6FOZ>>An{wCRKU9%@LI*4Lzb9;^7`+oPmd4&T*QGI4J^DTi_Cmx)-
z?G09W#FMUqnIm0!w5%&s8c54D>dcgqSfR>dn3gwGD~5<+28kEAo!sA=q57WGQ=m-g
zZ-&Q~mvZ8V_nC%K<yuLE3;xrYUycU9o)4Nw+%2BQF{0^mZ94$M=C*Yh%)MyMk1pKY
zifm{0bu^?bAx~mR+xv^Kmy{QeS>E<*s*9b3wQ~?ncFIYvXv?M}K69f_B5EKFo7$Bb
zyveV(Z|tybFt{T+W3i#ve$&W;MD8mVz`FT`2NDw+CN{v<wtwo81#D1bd(5Z^yQu$l
zs^7MJ$O5WyREMvwu(mQyg{1_#^0?EF=F-Hst;w*EB#TN4Fs%}^!m&a8y>5+$*bCr8
zo5hdAj>a18rAK}V*s+k<Q5X63>P0peSA*m}B4Li-SPGRMQ<cwIF1<nT9FL+on#4Tp
zYFHLNvjA<{sZp6ms9uFR%~2EigJkq?xvQ{e`1mZ_>3=i*#Lgm_%y6-(7s0YJNx|V_
zdv`rZENIV?+Wr*JUV?0bm2&FNyMHM4fq15m<t;)c>W0;30vfTML1f>sVInIIaT&T(
zAD+-R7`Qiapb)AK`$0yTo%z#5G1VXExNd~DHxo?`&vI#zf<kUIr#weXT3NT~C)KIG
zgMQ-LiwDmUM)J6B;;6j#Ka5Q@s%>RF-hT|VC~XCVNNbQ`>qtOxK1RimYUN87r3&oi
zKuWxAH!6x93^93~PjU$I^zDpjjraN&8_B0ZesQXC5_-?XmqWLl*bR9{jb-%jVCLdd
zY#(acNq@sk9}a<am0}P9*Uz-{D6@!sldGWi+2QsnD4@P@F`<_G1V#_@^c`B^?C<=v
z_O@jtCqn(u8i8eXSq^loi-#1~L1pxgFB%s~v<fX)(&UD@Em*H_fd~PGe$PDA8z39%
zt6456TT9C#9vn{qGr_W|iRI=m%!~d7=F9xm=&*%5_J!2k-dLCU%H6z4T8C|x!we17
z>#rQ^%F$&s>~c6bB+Q(AeYtS9Fm!KkVPLZwz|ue^R(n|O7X_p~t<o=+xMiVwC#Eg1
z^QXzy-9Bc`iAfzS;DW<R4(cGV!n}8#W=ioRW%+VRMYX``8xvlJZwr$_qG^Uv1NOOG
z4^jKb9Bc01M{J+4%6*qf>LJ-^Jjv)&<3x4QJN-w{jxvVoxGIJf1aFza-VqZ-MpJgu
zmiu}YE(JrRcu7hV$}?Xklr8CV*CuNi;TBZJBp09;2LisZlIFZ4WXo$5OBt2eWXs64
z6i6hu{mq0CW=JaiB^rc0WwXZRJxiTiBUs}V%xqEC_DdxaM6)mGwpvBF#_a5;;K3$%
zBvBGRW`=5eTy^QW+|tx?CbNz=oWWlsHjBTmn6P|h`h6yUS+KpRvmp!dLz@wVO<XD^
z-(AgDX>A4ApV31Ud2wz1h7xo-na0<bc!nm6It;v=<y$mHCYffBNOB}I&dBqKatPv3
z%sM$(-oF_GM;}fns`eIoDSXaDIy`$n80uAJ=lww)PEa~|G41}{0!|JAy6YA8;@F7C
zkt~nP3O_0`s2U0KdV=q=sSY+T=7+E}k+J0_mYXQQ>CG>N?;I*|gC&h`+!t}ekIXwc
zf45%i69N~79D5XYuKZ8Q{Z1^Lktn%;*lpsj#3}a=N423>M>hG~{H$*dDRvqM3kroS
z;>%Ev`2`qGJEgACtg=G<7}yM$tHdV%&{~j&L5t$uM{JD-`q?<{IblYRW-{o)*7obp
zFWhVLXsGR%yhmBg;pOLXDdjByXZS6A2}z)ZK6dzU;C8z#fj<#uZM$cnyhu%#g)I@E
z`?}Asb~Ov_40|nmENlhC*zm5k;>ORHo+E@w0=uW-$ksDw7#V{cZrtwCgUBTk3V@rn
zW7GU$Jk<Ci<t<BYN++c8yo(J}Yqi$jXD0x4O-f*~IXcytl`+KU_d5u+Pkm{5baZxK
zzSftI$k!reqT5vwt{2R2*sJ>-#CBzm$ifz!DyLzF^-f_T;q{~9XDAAoL=XWf0Xd2{
zuVD$V`yfU}D8cO%82qM5Ur8!&)|{dmQq<Q&ZgGAFSXsN8I-v0it`u#gsD#0G4g-ko
zF2<6AlT#5I-QXDAfSGy;j-it5>6Ytrw3ok;!zE*=SxqIs`oE({#*JocBb?Z^8s=0E
zux918{zR-}j36e&T@;rOM=L-eV{F6xrJUs^Mksl4>yEDoUaJ|)>%tt94-TRtvby40
zMBb$wTh-teZBNVr0K$p=i@HmJ%}Ry3-@2lCeyhuFebvc@bB{i7HdmeE^sSN4|1zaE
zu|P6;Sc_A01zhFYFL^G=Ik2J_jQ`>kD1|{TMb7?sgR3#zMy+;(4l8ovfOFjuN<x2|
zD1{$SwS$m}Z&e><6T0|8zGrgRGTo<1fn$J|nvI)|>cY%la8Xmuu>F}Cma<)Gps0*T
zRt=cO&}lp@i^ZDM{-F-brU`a~?ZdFzd!S53>@mb?Q%osH`4j33u2Z19c=syRMF~^m
z-dWf{lMH+~-F$R+A)DYQPZa|9h6%ln(`Y<LIXsC}OON&V+(t$8c>$GK?gOUL9wp4~
zUA1aZ_Nv>M;V3;B@OO2r6A}7;SPi*t@>JHmIG$i05(Z_r6fS8$?uF0Rmk&I<RFz&M
zUt`&*Nb=<<(T27<C9hX3EN`ApFFqhrn@f$P53B6<6rt23J?2=ECXW&kmt_Ao$II&~
zj7mPlCa&?2{#;0fTuA~=DMY8TgT5z55v7z=$r%~p^QMjkDFdDu=iQdvW>Swy73^sh
zPOzk@N6mUOY6%KpQD~|&cee>TZa7w{9^hye-z&%eK4XoqNE^85c85Lo)IOfKk|Qwm
zYh9_2sb17_mXy(h;f}QKGrcS>v;<rR$aMtcMP@t*FSohZa>32u^LtW*Pyz<;L@BO}
zTss+0Oj;UqDK+vtE9%lsqzl&sMp?=()ux^}dD#W9`$JH{6rS*JOj1XV*vv;5WfiU;
zk=TU&QeEa3lt|cJfW@U24Dn)F9O_?-P+uCDK`9$*24FnzPd0Hrbm&kH@rW=uli<Vy
zel^c&;&|SHZ@jA-Y!%6_R8)uSIQoH_&dPDk--;i>rl|FomcIz{$`>wBpf?ZLC4w-Z
zO+0#{6?s-54nQ_MZE6i6iSWOykLU$!Q;)di{7iF8<{?6GOGn7M!YWGkmXJyDi+V!n
zxzNY-A4*V(S16?#dRERMaA7d$qp8CbRBHclLHYg)s{vh<Zm`w!lc%$oXMNXNVgW_{
zo8WYQ%lS*%Ktydkw<KD^6IYId@1C-qADr%B-n#_nYkU@i)aUI8;A`thmA5=gjeQu3
zi}t_K?J$M~j)3as=W@UR@ENdYCCA!NDaJUl>dDkDIhRyp%&pl4aSI1>!suHr<+RMN
z0aS>@9R<oDl2tI?iRHctH0viq6AmdG0AH!qY2t~1n71-5CQW}^=SB{)!wagh2s)3H
z+x5jP#ggT+<HheXZle@an%rRRqVetBqAM;K%mnihE_FZnypz?kX)@#h7VjYRU*}kB
zZe6^=`Ix6eA&k6+jyc&Bb^poQ(<PH$1T{#55<=voG%2Ji!W#~|n1S2WUND-)euwZ1
z1)1OFrR+rF!1`qwbh+&+pmUu0Jn@zYMDnc3Yl#}sU}XoqTDEIOSBl2p6%r(X+b0<F
zCR}1;!vEFhzKZ$N^oH01QG$IACHD)70njlS_P2q+5jb_V@!ht#m$#}8Eub95wS<~C
zzU}}7+#O$zQb;;T`#jDfb&z(V+<qODGqYqW@!M&w+rj2)R$mPiyTkc{R20CG&ydv~
zX>33@nNTnD`<OF1^lE}a>fuVC=+oLIow+A?F6IqC&?CrQ{QLWxaL66j{X_j3N&PKQ
z0oB90e`l&<FBfI*Ffx#+F>Q)0*0)$2SiEHwtM*$V*m`u;3tm5P^-r;e1;OY#yL4-1
zoA<iodB9BzTEa{B#j-U{RlO-V9cB5)xjj=401b<xknWeatplMOSXQYj>8Nk(*90j(
zwpP<#D12&K6`L7s=S+Ol0p1`Lrh9Q8q2Rl!tC%=2T8#`hU8q$BSE~#k_ggDGe&8a+
zds@O)F{Cc}A_3eCVQKv_df(GGbfTpni%f>XpR65a4`)e5f*^D(M*b5vC_)X-S3D0p
zGZRZwG^_`zDyn<h!lN`ir&wz*;X#wv(J|iu-|8d6r>FhKE2Nx))N7J*B*nl=h#m5X
zHniG4b@IDpv%n1!#uQsD4=Fd#0#SDFXbc;bph!8O9$8p*v&tdb)T5H6-~e<!DB#@?
z(ue~8G-$Ti@YQ8xfh|s97f(*72ryuTxRXM=Uim)Kqo4CLQGU|!n8C1P`#j5g^nO)#
z%ORus=}BD`p>vdzd-7vbqv3S8c<nQ@4dE)!LT9&3VgGz?!SZqW-#>YEh^CqhdETm+
zyj}8>H27oa(c7iAv7g<mrwL<Jpm3OTR}&^<(=J~H{4&F3JOj0-p{t{_nit*uB6cg<
ziGk7q?%))mNz=-I1(qgMZcjt%Wity3_l2l<Nj<YS<lQ7{h^{x$Ma(UnXF5xxNGxRH
zPkMGUJAy0)%~{WPqn5sNI(wwXF-%44w{bRAV5YOR6|x!|r`>--Ih=)r-l&t~CH&Ip
z`86pBKCEJ|-g_e0N+F)svc*P+9f)kknuDsTQWf385gr6mbc8G$g-McStG#7K)Wmy~
z=u~%F+V1mDrEqe~G^olyg?>^u1)UJe7%A{(JN{=S3R~Ntd8ThaIb9kKTH|gi5?Yyj
zC(v<#b5W#Wn7O+lnMfgjO<9MN7uTXsQO>xV6{V1GB>J<rmbF%Z<dVg4j-TUqp3+x-
z<y=9N8;|L?eqKDLL^<EDl=Mg_0u{{!n9IIM<~ujv6dFUXd>Eec!x7F_ypxO~zrZWM
zzV~uJB~;-71~?A$ymR)I@X+F7vbpB|j69py=t~{cY3g`-jvVp3y^1kf4r#IC?RS=&
zpmvW!zRaU9@WE9?!IhRbeP27Tu#Z(W{U=Y^%!6J~k%-YD-r?jmXscI<vB+r{VqE$S
zdsf3fy9d#apV(UoUD-Bz;b_N$#I7MVQaTeTN*}TjgIxLk`QL$g_UE~2TtTlCVM4|s
ze|5&#+DC{xo@AMn{Hz~h?%I&WaWb@|xfIf_`wctg4|z@0R|>;vhw4{BoG2wXj481s
z#K3f`dPEFd<UO(%Il?;W{utDKF5SIxAT)0$JiqF=aJPDY9%ezdgBFB<loAWYCV0j7
zKTA{AA4^l&a%jW<>{H#~p9udmuh~GB(vf9@H45{`T=`FA15lFaAIsK1m1dA3Mlzd9
zC3@8Vj8IVHZ|wgyeL;L7w2-w`Rqzxt{bxjjOx_6n|H0&&Rupxaa;(gb)wQKsiz4#o
z@o9FlSDX_q*LN~pX)=K!F+|6itL%s;ha7)`=*g_u`E<|ci^$mC)K>no9b4upnSEQ|
zqw6?c9&dHYc%Lj>c_D#<6V?qdA3O{3J)AKzQo#G-$2jABpZ9Xnu`rhKd7d+=T)6r7
zQQ+qEtMLq1C%i!e5*&|T$gSH(<MUwPUhT5u`thNE&eHOw)tBqrfUmwcl53vreTl+!
zNus8-OpS(fla91JrI2@NFqWU*3X#OyVU|wjH>_Gb?c;87f|?!*-Z!O!KDId*oI>in
zya>2Yo19ZOep+X1=D)TtMmVt@pW{40FKwc<x!SnS3|ilmk}K>=%d7@e+nssTkoy<g
z%Td8k&_4!xK~5S1>s?#<uRjz-ECffSvgdlThBVdDjbF9JQG&!qkf;YwF6f`<KNN{|
zDf_65hTNA_`E<e)bDJhrb|i(fw4lP+LJNm0^nmZmZNFiaB<O3ER(xLLGjt(Zm$sX$
zlsg`X%i(%#n0uUY>gbN;Mn6H>n#C>F5I>C0ht!GrOwhSOBUwI|QW!8JWS%<@utDg~
zk)9f-pSz-#Y+hI($1OP8FJ$IVU;$cE5~lbsZ>1lEx>%F~XmK<cp6v3pH#)d4=FuSu
zI3Z%>!Y{!>Oo5!bUqI!ARbN2qE3dkSzIp8r)8gHF($*p~fvE=ND@0v8HqXJwy`Bi{
zH42WRT!{Dp1`mwKVJgnH9j6S4ADd(DQS%nwc|>oPYtXu5h6Im5Q@ZaZlQg%dkQa@c
zTaWJ(-ws+sb>Re)-=~bjII66w05o5Yepb<%N$P-s=5hBajl^Z!JTk*|$?Fpe`BL__
zfrerGf;(S?AMz<Sa2dIdTE15J7^Ol;Unov_gFsD)9T%JWTj&8}fiXWHHp8kItHAM!
z95ye|-nNf%jxw4GG8aLa!k1s45o;HIw_GifDG<wNJ$Ggb@3k>Fn|7SDtf<=!k^**{
zv-F)cbK5%c*$s=H3@vktoe2PrM^Q3nQJbceOolz641cGFYs$FD2DZKF`eL{cf5}+1
z-qnIqR%OoZ<z3zE63?&G-XLoPys}-JiRAPz$~0_kv6mH`Fm5#=U}_Ww$<Su^?JBHt
z=Qv2<kah^e&$P`{1Q_#3SV&G=CK<F$OJRrodE$Wp#jTvyr{dB*6=HZ1V}O?GJL{WA
zi<^=PIm(-4Fs-}Cf-FN5=t%2u#e&`i?U7SKA{?~RvHalix=Ek>qODG};^qsqDGgjt
zRxu!MIx0>2dV>wI#8_(S)}fesM0K`+7CqWEbW6s@<DE6x9s$dHX9RI?APHML-fq{&
zSMfKsL7s`4wmhW38zntN*u#b^r8bGH)TJnw^~4})znIS;q1ApSoERMeS=DWK%M$DG
zy}yZ0*>YsJ{naZJ<z`3OSUf>ISPROQvjYKZrK+B!N^j!zbSEULse+*hwr~2tM@@T)
zJwZng>Jd)x)$ytDaUFLFnp9C?A57&4Zx)MSn=J)ur?h{gmf2>@ZOuziGymcg)y?oR
zZ=q@DUW>o`DmSl5`A)oEk#`!0m~>+^CEwRN0L{eOYG=0R@dH}LN3}9NlSOr1TmH-G
zcY3wsW>afAK=Q3v9gG0azV@pub&uHC26C4N)Wn3l)tGm0VHpP|YA3OvED=v>HDemR
zS5UqO=u)2gdN(zhvp#mMYcTH4j$w`|C2WnR90@!Knz;+@1IxzO1IVsX)f)@$%OanY
z#3y0Cdk-{q*h#SMs9<ph%zz;!|0~TXlJ=mrJeN{_xAuo~x9W{230ZP)O0OOTXa$=j
zPp36snH<}OgW~eq(_GeBD$y5mpv)y_GoB;ts7U=B>o0UIbiYn?!|UVUcKYHf@l0_Q
zyvrcDY*O4Vc0;&+ZT93AwI?yy7!`<lq0oFF%WzwShs2lE&Y=g)rOrBRdxYhu>SUtV
zeT~H?VBm;mi-u9L_=x`g$3SDo=+7m2MHp<PFQ%U>;({g~C!aGoE%yVK_8E=yhbb2q
zT@Ui^Co=CRa`;{Me;3Wue3Haxf9x6S+AYOk;N3T>ueDticL>&s%Ok(g{d}tJaq#E>
zPfXD;r5=JdNq4r({Au`74dhLA(bYvt5H|B7P&@r0iEoaow51eD49`;>uo1|4$E>(e
z5)<#Zfqk}m!uFe6^H-OyQRXu`uBAI(Ss?Iv5ZHyL+(qz|kn&dHhzxLQug9K^_w3ED
zWkUye^|ZL)J!Sujbh)zG*iIRESFT!HyA_BsyJ`*H67So!=F+76d+<*8wc{16TT!Ap
z?o{n^x$jlsd=9nb_x%TH6O`}o<c)2@<b_A#+J}jE&+l9nyRz>bTaT-ZT01|!w+O5>
z(uv_EpFmTVJb)d4QE*#bP+`s1ZbAaZo@O?Ur00m8-~cxC;2PC#Mf`y$A{Qo%U|Kwx
zdOe2i<65$TA9IwVA-PH`nK1@Q)BVMkzsKR?*dML!Roo^;Bj1p%Cp{+${tnALkObwJ
z1-y*Ex}na{<DpKo6bmKLtq#;yv0Y=W;sew7=@5&arw@NF`I(WDBLxno4!UX6O&lEE
z0$RQU4*24fLwkuW$HBiBf3=E>L}I%?%U*vy2T#Gzk$PIJCzwwpuD>H(be1bgglz*|
z!)X-h)88i|H}}xJlbObS@TtNKVmV#c(sO{lHq(3CIuW_6QTnBzeb)zx|HB9xV3Fjj
z-D4mF`vITZCGc9oZob~~rbDOG2nv(S=eoMF=+{S<6p?ugGYkyfdSPVv=2Jna^7A<e
z!|`$EV!gUEkl33(dXLM$LHD-AXx|n!$knNGjNH7p8?Xz<B1gL$BXEIv^99PNdjCx9
z{7ItqU=-|2Aa!h%^6T`pn#uE0j>RxrWcYc~SJ~X`ASlwuvo%D(B%NPy%<|2T$Kws=
z>>4;D{LFE5CzuBphqbNwUO4Ax<qO_kFx^okzb5<pQM}C0Jtbz+<WHai#-|-(#i`;P
z?b%JK^NDXGbiH0Mt~V{vV2eWM(>_O9a<W>|eRCc4IFW?-F6<pS{(J_>iORqbZkf9K
zzHjrq4bA;V=hY<=QRQxOR+EN-<iEZ$zfn5cDaRY1^Z^g#g16JwEa`aBfp$G2zCd73
z*G$jW+DTvXGBRh&H@b&{m=~HiYRssx9{$-eH+xuF+=dhdZcbLfIvtjAz<kstUKLj6
z^USa8rQ4qeukS*%xD3R<k9QJ4<32KpHa$3=?3TD_8)i=2E5&e8fehGDK8;>mvxs!)
zEi<Ka1d?yXz=K`Nh8bKk-l#CXKM&9DDenUgswhR3LkW@``X(DNJ32a;=JSpuRSyFK
zm{m;3_<4BlAg|Z}#<0k!wFIs~zoNDMRNVbvX`62x_wM>oY8R#!+(W`OCa+g@OWT2|
z;E-r#_@RNw?a!?T<B-o}?s&gFf$;lXu3qhC&!kDamwyT(K&x4vA=UO3$G!J-Jl?Qm
z`N<P#yz>lNstxnB9>DPYz@d(NuRRdBhH#&4d?W12Tg3k|^K#kwRS$?1DB~9b90*eW
z0nXAh7LjU!?duC()DiOMsX1?m=v#DE_>JE6pau$cP)<uQlp{K9%?na3C6+n9d#flZ
zY<N7)mql=s>8xHg)OX9in^sZJgYUX4VJ%uewJ0hb@N})Z>uGHp4(wH^lo)Z~hxrVe
zugE!6<@YD@3<CAcWM3rEQ*B*@j<mBenE6Ie@V9C04B1I={MwEe4ms(YdAjoLFF$y6
zp5+rI$-yQGNVZyGe|*W$Nz`&hA^B!80UyTtb3M?I1)U}n)2522k3tX`x^}L^@wQ&P
z^E(P~cpgVGW52(zds3#1{bL((xBAdWSl|1E7;!}O^MG@`uiy9*?`19ScT9ssw@(-q
z;Ef*pq%N?`wn)b^qvYCp;rWJL0>sxsXy`urQca!cK(+|C#Bp`{*bpp&h1;m$bwA1-
zFW&N6tbmCpKz0z?V%fsS0l5CS)vdQqftuyTS2yVRK7{@33&amcjT$BCvv*G0xemb~
z=8u@=MCt3HEBJcpWLr~Ev3s}Mb-vSQqEc1Ng`nGeOVLcJ3g=SQ9lJiWi<k5fL?e;F
zGjA6*x}5EWFoJw%#*7~6`NPn$zO~`1dw__1Xb$W2udaoD5vjYclIhWm;rjG9$*-~~
z>5HMQhAl5fzTrOyMy^hzj=>^qk8;)*>G7<9HjziF3KnAx`|ot92#S|SbScVi;Puy0
z?7HL~q3qPfm&(o9HIv^p=$UQ$OYD#5*~5V|21X@qFN}%R3pQ^q_sarAu4f&4-}gDn
zHTA(!-Bc6yNol@UNA)&$tsT!kMPzW?Kujjc#!`VC_>Y0(#CKJUF{`^5skZd6c`slu
z&UG!zTuQF?x2l*wzcM+Vr)?x;ufxw`#tp6QGOY}ItFG<fAO=0kzMrvsuDTYmJq{YY
z?=7%CiW@czQ&92JN_eW!Px<(a{72>u{o8uc+q*Gay&`?y87Bw};xYcVW5;_-o@g3$
zFTfGlLA2rsd4mq67#Cnkg=_JH<^5bWQmCj|cTajMjrR53Q+es~eWJF#_aILTUf#to
z+;Nr*As-{d(Hffky&_oGV8`xnpYl0S0it*U#S>-u<?Gh`!`ZkkC-9DKbt{8EM1-qc
zThF5{{e;LPHiBD(Dt$EG9+eBmLAg2KiaaxOq>wefR=<g6A;~b9h66Ob)OECE>*?p?
z--k^N+wFrP_m~BHr1(($3{j0_ETZ9Ph`m>+5<hzS_qUhDOfU8<pGDn!2bbB~tWtHM
zo36uhU98<11s^$JY8`UO8!Hi!&!yJK;Vzm}6avOTatu~k57TwBt5Pw97a`aEuqoyn
zP{LTM*E~s#sWF|T=~}o(0}p|heOd7N8QCF{vt(k5RXCEN(}wRKAHygg{k~dxI8v8$
znJlia1m&O~lR`EL9q!BQOgP#%ipuAWz6{LfiJhp?9bEB(#c{AKYtN2>>CKGmDR&Lh
z8RQj9>N7OI`i~Pf7Dj|zp63kVNHn0mE{M?Q=bcDRC_UtCb@=yot##^7so(&n@`=p{
zNc-+qu%z}Np=zzc!8zmLFp$1jmI#r0%!t7pp`JiQrAd2r1PPzglW_xQ8|-&H^RLqZ
zag-rJsti_fgC7b6*G9r55MBpy@;<FIz)9iV&d2w$8ER!<Wn_+y2efl?C!zasLn`oO
zf~jO+5gIco1U$iq4E2pQ6le)hz?hHqOD~&*BG?&t9PGNX?!NaHyN^Z!#wH}Uuiz}K
z&;|aW(7Un<*e{~JJ%++x%87Z0wbELm?tr`v>Bc+T(DFPmk(JGftKEf@8_VYrpAyk`
z8+u{I5#^0ABD5Br$>#*MKdi>);QbUf{G{qp0pRRq?(fXPAkP3z2%`>u>)p25S<>Xy
zi_%#=0Dn!!BX;)D4AwASxO@!EF!fElo>Jc=>cPJ43uIul3O}nE03Vd^&0BSI)!e~6
zd$ZB=PYblMCL41Fx;(sa|2!=|aK!S7B@91#{_TP$Y27*z@d+MZ-`drwJi)AH?KOCQ
zlC=6akhr_%RLslS3WV?yv2$RxTuRLbOE40){RS4@su=a-)vUdYn45F^EHEASPC<J|
z#dd)BEq@h;fS)u8_pb3J<w5+~IfED62X983gRkE>1zk@BD@b-U0L5gm`(cVp&w;dG
z7I8_bBW?BJWRZ0=|8TB?yT-!%C0zWa4-HS!!^}!vNNhwVNT$jVYYABlR_5k*V+QPK
z>UPV#(uw#Dkd3?N|Ct9#Y+Gipz2r2iL1BE-qcxQYfrh@=Z)+I*)poBc=f+;XukcEA
z*5iTvDZNF5;Gdf>4tA4hO7Ut^{WHU$;df0l56j)XWhsHEGs_RZl1)j|!&|ESFV*mF
zZ8!m)JmW8?O$~b|J-lku<$+}`zW3HkEJMFwI3K;CeYgEzTy;aqjh&+gJP^2YW^HB(
zN1-b6)4Hz?(ov<yPqiQMK4z@kM;>mo=}`#t4j{a|8-L@lLYUy`cWr6c$dwAx(J`9_
zbTbgT&wUA*h{+N37%JbyB;N~Eh$)Sd+q<M~L+CAORgZ>-a7>xEpOj0p)=1)cV0Rbb
zaZkp4Gr6VUs>jRnxj0nOn>;Wy1V``k%@XkpCbRMp<7ogbe1!F<e>wP~|ATAT46W2X
zCq?Ey4{4(P?YGW&{znUUm6Y5HhmF%g$~yrLYoaqca}5uxyrLqVol^eCBVXqd1uxCq
zPa_4nL7oeJ^qw<fxpj=dz(}WPXf@_BeY-H%ocCEzqzy4#3gfktAZ}OQ+YfV+9qg@K
zWoI%c+L;E(B3LqX-I@b1(WBt<v~wum#PdXtvN6Fu=Xs(^8b+}hw?;AffeUItdUl~%
zzF$Og6w4c6YEwzKQ4T1q<}P`|+!7FuV3#Bj3d6tDj-(A$%4_cAheC>30%r4g$H4qJ
z8tff>CB2Hz+#B0)ZJq4vwnND$KkO9r#Jtx)={K2?xFYcKs6wE4{^>3YFc8wPg7njB
zK0hWEX1+_6CF~<II@uNWkJqTH*L@j|msj&AqrLJ*FT#lt217U1wU7qiF5V|<(E@w_
zI1(GzBouf2v1ZueBh}w1UxZhmwN>UaW9oLlVtJT&G=4)@TK#xO7=dw4XL`NBGQ-5?
z+wA&*vLm+WJ?qW2%mRp&nz}bXu|O66B6OL2HHu%@DGnV7c?4zR=nZ+2wN@77<kK+o
zY6+bdAZwvnFY2@Uh;!WjDioDNt+Oc(((g8)*^|HoO2##U;oY2Pmg_%C8#-;W8he~+
zzwE|YT-)U4qlP2FyL2~Nbq=?fc|w?E9R#|swTZzK2BRbL2gj&UxW4kqZa%5=`ToNs
z($H1%z{KncJ~)p?|19LJb)Tb1Y6SD80<WN?IH)*HVIr5<%aJ=eO;%6(#JadTNt4kT
zHCEJ7{3w3JEP#`lbsIl_nAWSb``b|#1YhGXCZGLHzzq>aAVVhSjk^MxES4LU8_{5Y
zOL^b}8@-Q9BL#_jukyIza~r+D**ED`FR9y`K@Uv~Y|#lq>l<nuo(RThy#i(!ND^mr
z1_?i7*5%=&Uz?6FAP_e*U?^>;DuV2j$`8w8egdtGXW}Y!QQPp760B=mC<lH(Jjwi{
z4@+~V&kN%nEPk@Ts9l__ytM1h*x^a8H*V_>K&Am$`e8Q}tok&CZA9LAJ5o)GpfB4O
z2c7%Ro=a>UpUkPczhTMD7<Kx5LWgk*K>b_;KU6ATUDNZ@mV*6lN>$>952GHvewpp@
zK0son#Bt_pr(F#g$x8FzJ(hPq4N$Hw4Ag8~InrOtm=GgOW`WLB`DF0y#ktePNX4d3
zpO$qN$Lo1uV0c>q_A?99T%^Y@;Fbz0LGxL&pSU7$^>FkWy{KxGyf<;PKvi08>>u(~
zU80$IS|x9+zDZsxFu(SzCDlqR3mhWxQp_O?X|Et5-fh$(i~hL#QZ7_dV^}l`^gmTx
z@9uQG#I*P^bGX<x0RHg_Z6*}fw0b-sB|;e055N25*C6mr3!NbJJEH`l0!cl(pf3g^
zeiFz)ac_&BvP7MUW&*^F{#~`BgY&Hf-XarlG1}DnVqI(CemmkMcMWXLLf=xagcz<P
z#<PZs_uwtG#eMEZOAa}@5+BA{q8^UO&W~#D$Fq0Y>?X|2ALI}4G;Lq0C!qM2DSge|
z0?iI2t(!_tcV4(ef#ZGO_~nOPY|}ttI^D){^>J%(l{)88rDN=Eb!kM$@W7r<%FBvj
zW{15r-f|gNilw(-C;BP$ncEF~D<xyZZ%v9LcMy9aZ&BENP_B?*E%7b5$pGp2N8!KZ
zKNYfK{ovaDHCW=z(l+G4iW7fdcH27Dr=s}@_>Hd2h%Rs3)TZ+_j+jXES7<Vm4ZUB#
zP&}vfV!|+akfw1iPt(zWI4qRNIaiF1;jZ94>6TXu3%UMX`N}x>jvCK_r-B?dW^l32
zr--fXbW|Ju7Fn<t$88GCfAI#sQPWhje!jNI9e%#c$c*A-ol@uM+$o-h7SL6<zMhFV
za5WU}q{=}40kwG$IN(NVHF<bq@bZgjj~p?3ZFZ8RZAa}4$?T?;MWuHt=P}>R+9Ia;
zOm)cGuD0X3b*#BK6s@By^BHZxzU@|ywl*9}K-g9pB81`Ws`JHPeB#X(*Fqx?Z9@<c
zZ_>q&GA>A(f1DeMjlTl++9A~}K^hQy7YdJ5Jt!|q7Y^12xL9%%-?&yN+IEj)!g-)y
z?biFYFR)UudOAl}uG-K4N_`vNyyO{_o8G)17QtgzZYnJ}{3esA3wDQNhtDPq?E}_`
z11IoN)ndRf3v;)@YvbWygxcuQ&?kC(Fz~jV!1Bk92(Bh<i|Cz6p_6tR-fZA#Z=-H=
zu-!yV$EB`&TPV9<7tXV|e^?>K+s;Qw0SM*^Amo`b(n1ONy0}A^@9C(FP{LjvNa|_c
zPoHiB6ssk+$*l$Xo_>Iu1GC~LG^do;&q_T8VGw|qm%Vo*v>%E$-5keMP0tK9+JB8k
zj<CKYwq{r2hrf=ag(#6?snNbyCgv<$*L&$}$cC7c9^E~pkUW%lJxBZat$6m9<FXG5
zxjI!_Io{e5ys7G#h&(`Jih+VHw6&*ho^K6Q$jmWn7%`@{40+Cm2Px=(GYxO&c3HD?
zvcjt`tjZ}UO3F!}5vFgmkR|=l8;xMg_1&s2d(#oOF_espjGu)L@#9p2&*G!e3wHJa
zU31ZQC!eP`j^>(6Ik~DuxjoN~+8mOJu$c`<c?9qS{9a5dvEwj5l2yXS6Qkd0OjX>a
zw*>lTk}MAF)xLdMSD0$RIcu)CZw~XM9IPgCxTvoQKJXy?Tp}Rw)NQ(2U%Y}frIqx`
zSO(NP{*9B5Yj||Xzza=JKw(T?keexT|DNA4D`R~eXPRJ}Zcn1Vz5ct=a?9y?U|+OP
zdw#ZmDn7GKzVk`DJO2av=s`()5(CYU5e?nOxcLpQ6q>z<%u|5%B^j;|`kTiWq^vXc
zfk)45>2d-C5@Mgs9Hzl=5c}2gG@B1SKU~3T{@j~e*G%5!M9IwS`@IH26GP=yzC1F6
z+ncg+a?8#D_g`@e&iW%jjN&OR?b~dx7t8Iy0dUntjWss$lgl92fN!62L=XQ0D~p}k
z;z>6cFNl#fx0Piwu0u@o3W-7t2?HjydjR7@*o3!(;@aaN0g%0{ZE5A(Sp|&f=DssZ
z?y<jpFBWj8wW`yX2>F%xPWgLn+YfO=y$<7wLkQ4@Lki}RhAL|fR^^Ob%>}zJl4i%h
zpi60XMMK^e-nl7)Yi3U~u0w@WR$L5)`e(YuI5CFvVdDX~4HM@z$M%b-MLG!?%sDR~
zE%EK|Gw*<A+9_Y^2!XSq&&zIasZ{=U<0J1*;J!`BsGat#Qme!XLHM>&01D0^IZhe}
zPf4m6^@&6A5g1^>{4>WYKFs{g+|FjPvDGeu-&AeqN8cDsTE99+=o8H!56#2HB&HrX
zTg%p|{_%TjHXK&JsID0QasrCN$rghgK$k@ehXf6Yogs(QMTR!L(X3Q@kNV#~#2~f6
z|6$u7avI;k^n+{Ev(<6``S+hr8M$tMI{wq&iUuwcq*uXH!SpZjp-}9CM}PSMY56IS
zw8YWooc!|c@529l3lizg*Sjvk_o7isf4<G%|KdX{gI_II?P!YOQp5f?I3pa|dpdw)
zm3(>czXLR~L6*a;-=fa-cR9g4Qb8FV=#071ihl?D*^7h$Y<AlFH2p7q%NP*)c&gpr
zbNr=G43!G<%6f0Af;82?BuGL?SgD(-82)!H%&}1HzNlI(IB|a$Qh<(04sh&~FQ@#M
z{r~S4;h}jX`%RNH;04^1F86#1Hu2g!1QRp#jXYG<wA?pcJsr=1bzkhIpWNE74;9i8
zooU_v$Dma>2-&e^Z(X`JUY|1W{95Y9GCSBF1*!bclLMYN+rpj-4Fw|{OO3i-NJz24
zQ@|p@|Gq~zI=R^Rq?pKX_W0>*{f`viZ2#*Xu>k)Yt+3hY#ry`s7OnIKN8tU0_Fc=(
z>|z%gM#8^jV!)8$1lvNYxq2O{vf=v>&xrIGlMB>)!1kpAjG)IwGDI<_7S`eK?4C__
zr)IXSn>3ltwOa2c5LH#vo@VnSLGW&58l`e*|9q)s;$T~go8nZHgo~-gK-81@Zt!%D
zwj?6fbKkJhOvB@bv_o+IC|NcmtpX%c*3tC*>x3R7PX3=S5G;f7LldA9A&6~y>(y>X
z!^PT3k}RkP;2n9mw5(5$?w()b9UOh^&#7My@K7FKk8DsS{8u`N#5M^tJH8V(o(Z%~
z^Z)RJ-Lv_Hb2I+pCSjxz_~vTjvii+C;6^+J!8c3}ynlre39dE)<azLT5}7-(+;`j@
zi)WYl-00Ep*x4(hp|iYJedOTzdI@^>8nq9WYWSDU&2YiCW;e<81&etg;k>2M`qH}y
zg^H2-s1ZD@WV4ZqPkT>|-|s1LPj4Q5Vf-N}li2(<5R57*{KAqyHTB}*@jxaUKFgS$
zhITD$^N3n8ZN*noKKJexP7?Nf<Y|yX*>MV-)8srl1BUrA^qAif0%0#SO6$M7@a_ka
zJ|0jDw~hUqFHPF5G+^#iI;TjAND{GZ+EXq6Bv|i~ijTmjcjx>TZ^;X4`n+e<t2{;G
zVH+K-W^w!~j?MRaZK0sPY2qyIl_J6bIts*o@t^RWVPgKE1sJJ>u_p|=3}o~-B%tJI
zOf)c3K|j@%+lpJ>%!H<tr}W=#A8)__HnN?GVbAC~3g!A{3?o3cWVCrtXlm{r=Z8mG
zyUZ%2Zcu^-|FYT74z4x=l&}+^oWJ}U+zaxipk0dw+?JllG6HQ~Z!U_sxPAiD(V!o4
zC#?pDJy?ob_Z|h>n2wZegHVBFyG`9dv114-faH5?B<X(>&jRYP7yc*oWbnbZCLZ3M
zV05MWA`OKdf!nOWB|n|_-<W}qPl;AWY+UM<xvXgNupyJfyR{<6MpN%^y!#02M1w5B
zoo6$7^{yx86fa0oCc3aW8PA)0`Q1miT{-gmqe<gd>N4Y}p=fJ#e-DozCUCVOAXMb>
zyu8D9cHxcK53YdMcZRslY`&gu2s-U=Y06HCWkhqyhL!J}CxjhE_iugL!A6LWj^vC_
zd%G4eS^&}Y&-iXHWJYZfaWsG~laA6w%)h51AB7Y8cqiGwrG*OlRQg={uD7S7jqC?V
ze4#P6>#em#3*tm$rne|Nd)|lGU-{?##!#<IB*`~pWGD747M6qCebXO)l&cZydEKFO
zp5%0#`Hg1OA?7(C^G^$rY)}J+tbTI;JrcWRr8Y-14eDEc{Und~o@-8WYdZQqgEbF&
zu9!I?vBPDiz~Oihv5}_?9=Z@}#TKb`tVv1l?kR_*s8V<`0#Gz||J{^JefclTGmx!Q
z0>s4^DWLf6-y5bINuM9ch~+xol6G8sMY>U5#wKWKsiuCfr64kcZX{*qVIeIhPto~<
z&DY}0c8iZrb0v{??RiStOTg5lTK)eNLmR*bc)-=Pr|?Frhgy_HY2P8kGkcgm{yeuZ
zxTnynabq9rC{UG8Xf5v(?eY4g7#B~{DDLIV0zV#rHKMC}46LT$Mj6|8(J!lR?emv*
z`}pp8j<$&{hntki-yUzW^Q<ApU`COBmAcoq9qC(L!D0DedtW-Khf24n98{pInS|N6
zw5!K0VWAQ7-}}=6Ex5|!rm;O{_4xP@Y|d_QE(-#j`q$UEeia1fk93~r1!1-gidhTK
z4;>o1hAvXBd1Hm`gsfr^BHg9`KqXTU#XFG@tr!>iN_xCN-!*#=<}ItgqWt%^^@OX1
zB!^35ze_tWZ~qpj5^zA7p(ngnuc6c{Fz#T$dpo2SQySOgrjM+6U|GV-*+$1vKWaLm
zF(z0cZY`KM&->Ezwreo|nKVD3JO^ec(xfKG@4*+W!}64S>TrAg`!sup_;PFWBh0_^
zNo*z|=~Do!BHG}G?C;O%d1C<+qzRbszLP?%5cW6n38299UzkVpT1(~gr-YWX#Jm0c
ztgXP+Z<|+!i0ggLd=hKV-|z_izkJR4?-u_-3RfEsn(teq<g{uNz%|TW_RV<KM<%WE
z`FWI}#S17=12FlWpvJkF3a9j~=q6ndt%VTS3%oio6Tk3dXU>a?M&#Fm;^pkLU%XhO
zNzsI@@5IrN{)0joFj^7a^X!kyW+RLu<Y5`f@X8UT^Ebu~Ub=b%X-|1S9E#HOXCj-v
zUs6_T&!H!sMk)^{%q^ITA2BoK^8PfUcO12xy~A^&7dj?7dh>TbKtNJC#t#92;~Z!l
zu)o4&n)>YLu`li7$23AY9ajz<fZe5vxD;KYFH=)<1u5Flsx9HN1Dpw4{|`_VEI0z5
zh=-#W{%^>iJb!@63}4)+#Q$IqF!{~@5Ks*SIr%cq)BfM^2LjVb{ypIT|A%RiwSBVx
zr1LLmLV`B+nE5N;kd}f}2xN3DT`p<(-)j58C9wY?3^53{9AB4jlCz-r4^&2i<PiTG
zDp(T&89P#KlK-Cxx8jA1zu`%5$h;a?e9xUaS$n!Lxq=S;o|VE_Iw)f;8hH&eL$F|w
zSScUI;n~;M_Qa@pLGmYpI5DJPTL=)$75KB}A0bF~GVSjx`fg8`E=ZWBxo<8*W!fm5
z7&D)#h4FtOi}(<uaNl^(VG+Lf7h=?J;=1NLqyH-Rm`G#Id(zRiSCi(sz{|7P{MI1a
zsjj?yI_ZSWz%Sa<bYD%E(H^W%nJ)lwtCF0cNBBzmAH|uaOBl?ngn0#Bddd0))cAO~
z)EOv-wrv7z+Tyz<l9p{g27=G~vwl=S848M25^EiMa5O=3n2a7QoBarg<8?&zd>@xL
zPM#|%V=otFu14!)Cqe6#vhnhqi61i<^!x&5G3=PWqF)G5aW>0OCNPfInBVk4lQ|Z|
zy=<^+IsBl=MuCK5Whzn+4K2~Ji)gtVo2?xmlCLE6w+B%}o{>5F%?GomSYE+Sg6iR;
zmqm7@njLg|zPYPu0O-keZOMoXpR*HMUtbyz{@{@m4d<8p;t-gtQa+Wh?QBbhs+z1p
z1@gbWalz?2eVc*gL5=b*xDzS!=04A>nCITD->ctI53jY+HsSi=LK=@G>|6B!726V<
z?c(v<j^PtN5lS2A<I8~exSBPX>$OYmmtSEoD$2E#<Ug0TN-zH0c%URGmTCi0z@9Hf
zm!Q?CuE(TqdvN&1dinuSD_)J#U8~$?M*8S&L=9`H@q*6DEq|r5?88$#Cw)0>riO`N
z7o~61(2F+;t+5^YBEr_Zh)?UA>EJc&vxUAlfhmnueE5~of)zch)J5h0V(%@3>t@!i
zK|^9@W`>xVDQ0HJ%=R`j#>^ZuGc$9{%*@Qp%#d-;dB1z_H+6o@)YMGXRQZ>rR&S}*
z(%QZBtf!ZpeC`1^VlGpsgs;S*sN2D8{W9oiV3gckl?fuSKRLm1VILiDxG8^Wh{%E5
zX7I;)TR{1eOnK7KVb6nJ(KjE5a7h#$oK~oW7l#u~l)q9YX(?T0i({_0mupbizm;^D
zRa=wS8jK5<oY}efBr~dj@hpJ70Ixt188rq3SS=Gpp&J<%xKP$6k_m{7aN&stf#qz;
zFn_sofIFMN_~Mk4Wa|E|oggce(UF?A_@!2Ke~oO1ZTK`E;I~vBdkFfGsPb;8f;(Vq
z&po|ocw3sF;>M8#*XGZW%SJhl4guR6=;~KRo3&<TQ3u*>68ZCOt9n*RAf>}i$0BVp
zUckW8xy{b?n0B2{zciEI@`#DmKz&Dz!l`Mi&Q@bgi`s36aYMq0Pe*5}q54wR$jVbQ
z*;^=v$^IrvmyD;Q1ZM4nNMmS#X^NaW))E<2LL-vWBd}8@F$tAl%)e8NMz9mn|FXCk
zC@xAmfZts$+ddVZ9H~a<me~whm+{3eU6N&3YqlyIwX(eUmU$PRzIJW2nucBbV>H`w
z0kJQf@nz{r-o?w=+N-gQ9#{2<Co=YKY(bQ&N1c=&3s!cB(lu$qNSh=OADqOu0dTK?
z1ZJ?l*jm-b1cKD2e1M=1T%F0gV?`2Nc(9U;Cn%u|sh>azP>`+6>$MZt*eAa%a!~tW
zn%q54H+W{~6m~97eR}nnNO>>JwXBUBc6ayK(yDEl(ewVy2^!rsl@Gg$nNe0*wy$D@
zw^JPD^|QFDSqTC5rmmqQ3M)KNkh*bP=Kkv6#Jn{wo(#+?CZT;<TSgL?LJgZhj_P=%
zzF_$Xi;{^8Bbf&m4ZJE{yQ1Qb%$uA-W@CLaukT3$2Jd*>%=w_phh%eh`+KZbl1Cy}
zeEG%ENLIbz%z%`2A2@bt@vaFsD^6tOM0v29YJDq5B39&p=;A@&=yrl&EI6<Xl`!)w
z<nBoUAJ;CjQ)G>*m-_gnDd&OGo0o>Z76$Xu2D&oO?*;|E8y6id$q`%M%ITL`z5XZV
zP<Xu7H&(RNX4gGV5(6ORhxzHDXkep7%+pAr=bfR^W+qpQ<@n(6RxxR^?cB0<hp$}y
zsFY^C&+Amh&&$=UMJp?OF>5jsA);W*Yt<rJ)T=`EP+o=StB6L4)CV%BO$cn}%4XrO
z&>ClqZcW2EmbG(8*Mas`jO#=Ab?+A+?;FJVL`K$IV0MneTrP-=O-)=V=d5%9qe|*)
zwG78o%F+G1q_-%yL<VAdyvY;;@+@7A45Ym^P&Pi<vW$3dp07)k+cdrG2BwMz;V-)B
zb#6A4EZ;m?uv5H}q89{43ur{6?|uvx-!+m;A`AYOAJEhS`DLsZux60I2BkBQh}}V>
zFK1J_29I{QM0Gs6v<BvA@z%y(5N;DVU{n?u40byl9s{Q+FNtcBe=nk#;B0C@&fEUQ
zkn=?mc^{(cT=hz#1dmZ(ha3l@=lq^j%|+c_#@1j|J0%k*_+B(u(BP(T-=}=yRC4;7
zv?$$SileBdAykCqt;B-?YjYjuoRm7G4*Mso(CE5*K!cIFU6&rN^hN_^X<8S+2wf{S
zKq^`^O&~oX5o%#lNSs00yvh%`g+}&jwHKv^X*miM0|5sOeugtO6id)Nw@nqJyCI!|
zjcYog%|e4JmVZ^VEpj?P5GU_uHG0Yka9`y9Gs`Q&EQsQK#v}}5^XMw_+bs{ch`;Mc
zz@KU1D|dR&ez*SFB0{IWWAw7jM|R2JDY+c;SCgHS9g^cxs{QrvD{=kO8t%VEO!ald
z=LEgXUD9oo2*{tX_3mRGgw!jpg-2N<sMhY9;c8Xb`pcj9Z<Zc02A1$J+dbx<A<UJ_
zEXR{ubbBw_$7v-+Ni?m#&)kCVwl7ypi;vCJpT=FE6Ia0+2=9M!^i=nw$j+g88GOhk
zPEhA5F`aGINP>cTgWip98&tM;k{p3v>I*n65nxu|9%jT>Vy9iMG1Or4(0sv1J#HJ1
z>KZ<^U)9I}%!Q=1u4;3)Z%%6J*|*W(U?A7sKUXXY709Ve_x+|>-id}Se_6EjhHWGc
zk?MJ8?T&4&*Z@Hp6Cm|1hxzT^wbhE3o29-a4hvN)D2pSXr<EzUc`t%y5cI>jvabE&
z3=Wpgas^feYmVv#O^JrTv6#Q{hY|LDWFu5^a8i=sSy(h4mFdK$p`M#@TNMU8^aH%p
z1{!`@j*7xvRLGs9oMKJJB04_wyz2s6*D0%_E*rTlSJYav)?)6j`@XWhuRZkzt!U7}
zyz(zB^usIfyz4CR8pN^_c`tZ6KTRi+9@7TrJ*UY13XZJNAI_krBRJ>p*&$@_vKSyK
z{pQwkXjU+VwgWkLI&iPjQvF<Ui_BB$Lkzjujo5M*?21tRUenu{25)*JVm8Aki?Jku
zkjh1kFME+2(M`z{XXX7b1vn5g*&s4NgR1Dq{LexnTBu?DqPBBtM%Si$5wu<@6H!8q
z@{!)6V>w#tLE#9on}01+N0e4Z?ektzw;xJVjtq<)#=mmr=2b;@Vk_W4I1{vIvZCrk
zUzr@Eh(qc?+#}x)Id_UWxc<{0x<$tK$m<hfjoA5Cu^nukry!Qu1=@3fKA9^y)ZdI;
zDS;-|a*fRALU~O<%!U-Qc_c3ktcHMg=XJRI4IuSmlt8*OmK<3y=^3ls7qNHNIa&d4
z!YUxe1)vMdUf1SHqE0gkvPfaa@@=o~#V$}h(_MXM0Fu!OHCv{AC+(EV%js)9P739u
zjs-vzC3&odrr&)^yLH&L$fP8aoa7my-;6c}VS2|)zRH%o$Pbcw=;`_7+&eHQTU)?t
zY7bBxxm6E%{j=DtYuSaM-G#?cvay1B82<4A!dtZw7_N^zckCG|DuNs$cRjp~PU?l{
z*Pqm^IAP%l4l10t74qC-GdC!pFrw~1UHY);<UgK}u@haJ#qag%z^3_JAH9))i`g8?
zicT%2uNS}*|LT{pMtd@irw31NP9cj;s>fwsXOL&~@ArJsWu?(jf@i}?=5pObPpTux
z_&t3HoX+QBaLayMLnr$+3Fp*>xS<31FQ9e@=aAGN8oE7VWpg7Iw78;x&d=3;IctZG
z`X9W>cS2fhRaDl!t9c<6e+<sQNig1{E{Ek$g^-y_p>C=D?7j6bMs13^OTQ;Xb|+-C
z(B;EI86&Fd_nQl+NS}Afci~bsJhj5d&p7(?FdJq7UpX1;Oe(kAe20kw5ythxQmk^#
z-aA~Y4yYyw%C&FWw(2`hC3I&bc4EarSVzOxSfruAu5e|0(+iXC#@a{80veg=Uij#X
zLSub7<2vV&x@GMvgwve$JDe}2HO#t-jEs%XpwRF?c)mVdMqev2mq%eW_&*rJ-^`cn
z5gQ`3`Mcu}=`?!BWuYP>km=B6STe}M^LpIVW&f}!6I%|AX@cn;-FdM$DPOvzx0Y(T
zpE=~0=3&V+Ze-C}<lHs2n+IKMc}IJ^8En>q3oT}Do?$YHdH?FNfXb~;&!s`IFI`QX
zfH7s9XyF^e>nBL3nMe}{v)1LGqxQu}f=V?~k1L9@JMKQqp9j2b1%osoNQHiLJ3%e7
z2qn_W&O)IwO>*EgR!(u-_Y5VXpX^2-fPXB^i1obzp=SdQzc>k~g_N{4M`o@zk<*xn
z!R<y~oK!yB!TEMuBq{xDSvA})6G10Sr}~u{2zRz6+tc@ltuS`S9SJE{1`Gcxj2F#b
z2upeAgD{j<V-pgicfnC{?;F_goI<nE-VX%TZLV~+%uF%qnjOeGL8wLW>a(52LsdHm
z>Uwn^E<C?8QQlO7<f0pElN?v2n9&O<4mYCQe9oIU=|z^x#h&;awGN`Iym|ff20^#3
zaG42&l)UBOO+>$?GqlIN#2UKutDJb4^1d$TEE6;zVH@>(k<_QMBmv5HFSDK?l`7!)
zv7FXL=BfB~18kTskeOiZ;)`x!11sTT{&sA|fXNx$<Y|@CZ0*+5v+JE@6`+~W$e2Zr
zfAz+KOFEF|m}qp~M_w30t^Lb{@Rh$STbyhO3t-&p&f%*gBi=r%2!(8R>`I`ev<ZjC
zWoW;M!jitH??C#bCko@>Q`ieSO_}sccG)=*NKOmd@~%z(R|SMxzLU@xW%t>(g?i>3
zweour)--LiO$gS!p?TOl$5|xw24{WL3xPdlMker|VI~ene}JSFEQKzEyH0Bc!g%t|
z!J9&5a@ReX1GzsiLC=a2DB;wGa~e|18}<Wha2XpXNR3YdXwXEGgdoym=t>JO3lsp*
zh#WYf3NxsF&yaECi>?UWK69r~9R9LvOGg|Fd^{C{q%B`~ti=?)f9kj*#v_%-xZc!D
z^MQv=mh4jIYdf}5qlip_{6BExZdsDcmXpi?&Pgspsl*?6VG0wXCIm&Lc7MhxKq1}h
zA*jVe3(bRO@ROIysU%W#yA@GdzvFUdhN@CMe8k#bt43V&xm>#5u9Kl%+j@^nv)$O<
z{!9=olT$HSWK3uH-h+fkbU>%%nP~RQUIsUfTMcA$BmbaZd6^3rpULoQa=dT$rLlEu
z%&&?`>n5C3#;exgFMTGvlW;{8$yMiI_H7b32pRVDH1Zc!(0B7wwIO8KuNzNQ4V1e(
z2N+TS(@GALm8^3hkDkIV)zf3qIITgA($20QvT^lKc12iR6Sb5Jkb^eo@qE3?{cd^N
zng@_`@h9NKe?qkF=u-*^onZz+rTJBY6q%0O*j5iR(!1U}ynoKh6_V=W9ELlepe5#d
z&<ZSDY#tq|`;EY_W2$xwLxpIA<Do|<ZUIv#+bw7uKc}X)z+dYsyG^setua13B$a3w
z#{nV&212+NVzek!H0jErwMuA8uj@)^lmDQ0H))ZGAfvFy>`FxJcumsYbx(;l*z8bR
z&Em9$q8(F50~aB6sob2Z&{$;DunpZ2!W{n2j`YVx+R)Qcf8Npxn{Fs@vHEomYSP<j
zt9N6A8Rh<2xa=4JT``3B+%$I$@TXb$B_?U@<RWu~23_JMi&f-#@QVfzk8z>V=5OR@
zS>LWb(cZTNB@D`0R00B{4J6T>rX*6{W4PX5sCvV7MJ1zNQuc(B<(<6F3~E;HY@Adm
z1(DFIj6UyGXShM^pab+KbZ9yLWW}sRKX*&^Pe;oWt(VSiIKGb+nSV<W*0qdTG`&SR
zt;9n|FCCa~wJ{GWGMQ@w@QA(JQ1b>P%tohHd#Nr5t7!Q3>`yv*a<w~6Qc)u{^J4Ch
zVVR@wvhVjp1V$2}7t1*43*ywc=QN7h3Gk>#S>zn2GjX7k<1W&fiFLC>E@3@r_${ef
zz`m8ini$BSKc+$G=_3`ly<zJk&|0l%^DBOpo{23^S1><>jNhh2w7I+~9_Gd4iH;5s
zVCbmfWMdfhIATHd6K6=>?=da!)`PJRFZ2`EuY0TFQSbVV@<aj;y#6#_QV<Gr8<dP&
zPEfVg(By`@JOXHbC@`#*q&Avi&G>L|#Sb+?Ok(I0PZ`LVJMPC0E<}S4m~*E^?zvjJ
z-Ao9?Flm$JbW_K{&pn7uQlmu)mAuL2(YI5e>rC|1UP9H``CX2=#XgIRM`M9sgW=GE
z-G{!|W8WQ&*RfQJI`MdL7A}n@k(wVr>g}#tj?0UbtSvsrW!$YVn$#Y^16dt<tn@nH
z?xm8XC8f%|SEFWZ*do!lxitHIk8emK5*9#|-Y`fi<BjxiR?+-~$dqO3N{PLst`Sh=
zAWaOUr$C*eDZ#I*!j(Q#ApH29fq^qX=EoPu>WS~G@$j<<42|U(l;J1{?wuq?d|W!B
zo`q}AU9gkd-;FZ(P((le#2`{@b6qNWvAAPJtbMWZv?;2_zI=3ts+WqTbVL9t!oG^u
zk!7{GW}I;O8#2!CNIt6f3l{PDChu`qfCeqidVyQvQgQmY0k@lyTmnmzuKp%rYdntj
zLBsesX|c{7P*y(YcQ5V+ax!-DxtNCwh}zl!yu9z!szI%5b7d)QdnVuS&X{i}PA)XQ
zhmT0<s9{44AHk|jFRM#6Rl@eaK<`PT%%=h@QWT;wW7iy_!r7t{W{D`3>>+|<p)Kn6
zyoKdddWbO9SGyV{N9d4pC-FS(_NIn|qnpolmfSSUu0<yacdk#;IKB#F3X^>$ZW~-O
z!L4GYf$l^Sw3SoBZ`%qMP?OOz)f8aKPudEEsu)9V=*p?*{u<ijK>f?@8&IZjAKf4q
zth}?H;!A$A-V&YI#1J+Haw*Ml>6D5}n?jg1N>hXB*$K>63-Qi$4v=I=<1c~XRN>pN
zFI}8^+3F;z@6A-jt^-n?R0^<yC82uo0i|%OO`_)zwQTY%qI<Y#?B~LE+|jyR0pv3`
zBm2dZaHxeG!8J3mtWHUVGgfLiEjCs1QiY599%L-BdQK%=Dzzk+=_0z$1}r>XGBo&l
z<~0_iJS^7Etzmu=8%Mqyd6&9k9gDgmsPzq*6XPV?#0>X(17qZc*VyPMY;e%jw*Wgk
zD<jHijLea8EoX>Z&;pCo);oVEIqFz<3nIm3WS(q=(KRGV?%Gbyex-sebOf2P(vedM
zWtA6HR*d`M=(Eau8fVhRd4u~FU+y9CkFYjArjO;~O9AfnV{|}MEy(X@!c~-#s#?Dm
z`#Kj(q}s+N5V<QzA14u@h8oJ~;}y(UqY+Q+B;2&8)MfZ-3-Jp%SN(e~B{dStkEppO
z0|){vu`c%OSwTUXvs3qY$qpJlS7fNWBV2+?nGu_INAIa~8<@D~-;gg1NEIZfQN}lZ
zi*+23s!p1V1{2!Yky%{|)BZWrYn#i|*h|Lzmc`oMQ}mwj45E)HvNHeXM>H4?437mT
zurVHU3&c@9<?!aInbQN89qr-kb<-uW<Q1=zofS#D`xcJ+1;76Ne5oQO;=kkh-?{!~
z5scT%0{#&KO?dt$LR88W3;h!oKl__Sz_q{|pZ-r4!QI~=dK+gx(m(QE9n*)Vf2R4O
z<n(Xt#b;jdBTjyI948_4Pb$OsU&X-wOmXQSsYxCFBbDL*yGGQ(gNVANN-jyc8j;1P
zNEoX)n>+OWy)$XZwT-g)Vx**B)S-MNYzZc}<o~!3e?Z~KDAP8DK$htj6r(?0h#q6c
zPyj1Kdj~s!p5@;)Yke~)1|~KFdV;@eY;3ITj7<Mk&dl&nIX5=}ofN>z*ujK=ftm56
zP=SC>$;AdhK&L9JZw4@MAfQup)OYw-iMXYn@y8AoQ^Swi989bPbYcKgV-p7g1{PLE
zC^|uF3u`+?8$E-MIzj*^Qv-mgot_H;ow$_)z|O|n;v<=oz`@S(W3PazgS{NUPSD!Y
z#@Y&C<v_qrKqq2q@low#`L~`Bz`)uN0L9A-_0RSE1U{Pth6Mrw>dtyEwuT2s{04(T
zuiNPj3<~zS^4STWPr@e(K2h+Af=?8DqTmw+pD6f5!6ynnQSga^PZWHj;1dO(DELId
zCkj4M@QH#?6nvuK|4%4*g@Lg$fK&Mo!p^_6n!myhD-#F%f6F?||4G(i`M)9Su(Hwr
zx2(g;@c)6V!vOq`tYZx375rWAQ`7krwmwC@PZWHj;1dO(DELIdCkj4M@QH#?6nvuK
z69u0r_(Z`c3O-Tr{}2V6_!z322HO8As`fWj_BX1=%*OOTlBHSyQ&jD5X7xw1v<v|g
z0UiI}+-0l33C{myJ}Za{{Ku4Lg8!M)T%KU8gtCM*P})KcJ`DpQhG8e-YZxMkf*@2=
z1jA&Ap$n0tFMy^ZCod!<CvV9Ay=#uN;+t+~uzq(dL74BgCQNYX@QKgOyvN3RkjjD5
zLS^a6e3M7%#1S75Pefu$ioXOf2{e-sFdl8%WR(q^3q;X(5Kj8<DFd>yj`t4_z^m`b
zeXl*d>)=A}&I4krC!+6OM5g=>ocKUj1Eq>zj$RGZT5O#53PTxz<Uq!;N|_Y;%EFj5
z{H+lVg!LoR4X)IkW^tg6%t1hZ|CDA03h3Gi(FZnh`I!;h7uokRSz^nI2(=x+zR|bj
zgFn!-Ftx;vO-5cAyaZ{yR^)XX@&<nMQ{L-g_e%fIev@;T3do?HVvK?i4t@ny(1>Jc
zB+?aQ&Q<##9Z8wt-U+MuUSwS%XupIld3PC!&Hxm#Zmlmkmt7Z{SA$>iGQxtsagX@H
z1cUL5IIwz>0j<W(vgAB2{)UNQ;_WkuNQ|<!7-V2#s0TstLf*#me#ow^6*08*+!aay
zVqLgwB7GYab^@wn+cfC%++`NIq_F}$Jl!=8t=WG@?Dc_Qj{3s-%^S*OvxN<Wsp<=t
z4G5bmj3)wwUKP?K0{GBlyNV#3MWFjPf2}I?;cTRcZU%PX!YtJB?`)dB<~GphT?QEb
zh(BSGFA)n6zYr2j`3HO>C<#W>_f8_54+h;1d?WxC!$1n@B@!S(9^!8x2oPgXh``}L
zj?#&C%ENB*y(NZ^CNzX`33BIWi1VqD2Pk1{d8_A+7qMXlS9~{^Vs@ZO2|5=VnWVgB
zU-os%U6^z`BzVS3?*+;=uuH-+@>es^9EFD-(5FXi0H*4csHQAKJn3|;=2|3Rjqo6g
zf}jQo(iN&A{)yxZ;Vyus2dc-Foo4fEQsDRZ-+~xKQV8wH$wH(#z*7l_!Z4)$NGixT
zA^E*n`b<|uS9rGmkI_OzL(vXm$|SN17!*Er5q0SfQL{qFM0c@);<1K|YCaa<8^~Xx
zU3OvYcwP9O*q?BoSY7;ILj($o6h^<D$JvBN#Yj@*&nk{9SSe~N6cj5c(Uj24MN(!}
zWTVNK7URyQ&LSQ&OQ#eF))s!9Mlwk?1=NWw3oj!tyK$yh$TVit<qyoTO^qCqA0-|M
z-cG<^2J-ri1nU|yIx(7IYW)iO^&my2n0nL;V{An4%y^P?kUWu;Nur9>kED$R5)zJt
zibR9dNV+bjKw3|dPO2hN5l<b@P2-|yrx{9_PtzB_Ep8cA5@nW%6_pZaB%UhqB2F%8
zomi3BPQ*hgm@t)K8;dx&JA@O@LB}-Ot%^lW8#b}rU1FqV7+xiAf!l!2<)byo+jVXr
zJ2*T@8wZ;(mQWsb7Ka<xvs<^<x*M|_x+^oZmiWRb>ymNPdg!vU&obV^V=dv?-Wuy(
z=kDVk`^xh~2Zi&MEkGz>4XPYU78Nq|IaCr=g$hrhwTPWJlV`(<*UPi(Rq+O&B3t5F
z0$AcCE`m}^B}GYD{$5Vz$9ko^wu`2)OrJO@f4<OO*>Do2<QzYXcD>MD+A&oG^+0lL
zFU5}Lrc@C{u}cY{1Xun<F;#g%9$sPMhqZ!N3I9yheDKt_sl%zHNu{~lxzQ<$N%uVA
zxtjUVndQQ{QkMMkT-=<tA1y!Jlti@$B#p~u{Kk>B3Mz7~Qmo?7wRmDO>a}y$`P(#}
zi`oM`(>w#-r9o#qrwP_Kv-mp*rzZR5OjH5vy1n#vtiz0E^jM4uO!o}qELJR@wcqXe
zAAQ%LUD4gys_DfUi&<SPC=HqynHTDMZqt+7F*nM(Pb)ZPR@dBfT~eP`0>Gei(eczD
zJADCL=GAjK1KS_70P_cHrtC%~W+<nRz304HR+cwhTkZhZIpJYrBB@NQnU*w`Oct_B
z?*L=NL=zQjwq`M7`P-ah;hy{Bd+rzFdp|gwAhDnxIKK$92<`#Ofdd&V8IVG(!o+dc
zamew3^o`$1zk@YXv<iMVtlq8Cs*KL{)OXfTNcYnWmam>Aw=}zzx%s{L2L%jpM$*dW
z6gD1MO#ssY=-O4%7kc$e`%chxE{%TD-OxUGp66Z=Umslxd!WCZUwPCBnTObjm*PLV
zJe^&+9arvT?*DmFm{$0ck1DD2B?)Zz%Pp+|jYfT$=hDFU#Lk?~0sdzGWPYBmm@dRF
z$1X*}3c@}@zieoMg&=KcMVK&nb7=A)@Sp{MSz2d}cIPKCe_<id-ZxZEsu~qdwc_85
zrho&=p&zY33W-Ca38U|#bzD4KDc23-RAzmOAbArzBLApwl6*t_CA=bvF52;{I+7v+
zGrT@>4Veq=07C_f4R0cxF48M?Gg&T~KK?LKHI+RUC1y5GN<2c!3Vj#?IRITjNufsZ
zSrJy@MiG3*V&=X;I=EGs<w)!~^tJ(p_5G$Tqd4_RabGS$P+54saIULV)>zUQy0)@%
zN~hLxY^46&+)GVVbwFn!HaDS`!`P(l=9w5f3RWK5mDS8*bcMZU$Y7>=tZpnM)p|E&
z7wy1v5veAhSeC<Das5&jkB?<nayRT6ykXh0{5AQ~{&m7*Wwh~Z<G$^?oK5{?URB-Y
ziPQUiDVLOU+*#5RW^HZdV9ntq?KJIH#Y+pWGd@)Ut+obt>wvSYBxGS;)^5-G54XxV
zTI%vu(Urs|>#EVhGRuzrcdeI>gn{^tQk!BE&MXJr6`x{1U%y6p4qUS`r3&h@S3CCi
zOFv>fQT39#Qi;fz2qRn%d0fr4m#{lJN0v~Q0G182fO@|HkO-}!+LF>zl@dC$@7Rpk
z{Sl%#9gf|1LK?a9JJDoK1>LbWj5oWbI>cUWUc)a+6Q(CK;T@)LPFcxwnv=eDWv0m{
z;pVs&(B>!BI;-n5dJ9vpEms%y#<Sx}4#Q4p>G|nnTwL~6XH7#DvlUn8i|1PzKX@W1
zf-*YX^o|1B!`9L1bnH4D+83H0Rsk;~#uba&rX6M;^>-<I^$90v3#rzst0w2Qr{+zj
zj<shAW91R=!f(dbT<hoUJFW-QT9qve=QK?VUVMk|em=oIUEsdpx$v=g?H+M=CeK#|
z<h|ryW%Dx<cokih?}FCxrTr58(giC77c%MG-hU?Xy*^Le@^wV)w&}Ki^C*6<v6{8G
z9Zh;!ELR!P32&A0;Ni*mLwDqb`!n}tzp*3jy_px0li^zV)@gt3{sHR3oR9i-lIe)=
z>D1tQ;HcPF7AiBsqv3t^g>-jh<Y-Q3NN1$|$m8Vk{OxT>>iWY7PqsI84g|wf*gzj>
zeGY`a2S~Ni#)FKZaLI@&iX%OwR`o2{W8SFF^YWq1zS-&?xI)q_9mtmz_|X9vr&|l!
z7!0p3hG7y?&i<wYcOsaEr+?J~4FL=<c#VnaA{S`zH|<-4wUJRXz-V8C7|01V%WWV{
z8AT;F4+yR_>?p8b+4hm{h0Wr&8}mQW)BiP_kCBCg@xMi1`hV!D#>ZScK|ujMdw}7`
zWWK+oRe?b3zpJtTCl<@`$znfQ>?e!;WU-$t_LIeave-`+`^jQIS?vGIEcP$w{2OHb
z-&rivKc)XWi~UPl|0j!O`A^0bEdLl+{09$-|1IEJuQp=0B7)GmL$xpVL+!+aE-DRW
zrMQMlypL6pBhSuTtVk#bJ~?ZL{ZH&4DY~kkQ6S%=kjDIUQK}*{&NGtxj9q0jLt^((
z%*B^6myK?@%8&L+H7BXb$C3U_s3Se@F>zZU8Rbg|-9agiheBMeMHgg_u<3a8rY4jM
zL9MvlUBzc6nWAFT;E3!woc&4d6&N6i14QibTG40M1sj!aC!<0ps~VN{j%eDbPm7*z
z?Nu&0CGecK=SeQp(${R}{M3f*M`rvvX=+qHGaq?-eI`Na+D73-_octP(tXxWkxybv
zUW@lQyZcn?QYe-+RGfm|sVpgsA@GhZE|dq!4FW9}w5jK<q0yXPcl+Q)@0hK>Des7y
z(e}#fk*Tk{P%)fd>cZrD>n_qkct-ZtNFB@;eniyZ#nRx^NGKadQ2={X4(@c==TFuU
z3m94iM~YM>M0Buejh5!qqgV>Jrtn^0O>^uI^e5Ce@fqj6&<JEn@!Yg&L}Ll_onQUq
zwt^A{+*1*qeU9FerV0KK$|~|r#Fs_h#~t$QK2EN$S>8uRO?iFKR<&CBEqzAe=GXjc
zyK!$fRbTx(X+~}=WK7|NuuXUkMl81*eOZ1(fWnOkm2w&)0Ct<IR%r1OFgNk}gSs%w
z!jfa6#(8}gPao=DnwvaT3z$v|*Vo(`B%PPK&fyH#meU#YenBgp25abU57{afM6o=2
zxKCnJPUS2arPEz&$)s{gXeju;ZmV9Zicd&oK%D8qkBW_?JBcPiI#eg&8Bu0qBr+Cn
z-4z_~BziTy#f>>hztY=Mz|n;u_sP>{gB!xmk*^Avfva|~_X2&XkLmGFs!<<U&Fw-q
z;7GfmATW8%r!U!31p>z5%KD+fH~<s^wyIB0rra|pbqY(8B%;*sKh5IbvQ8XW8`yKf
zgN+1WW+W43-K?$>Hsfv%%*bNTgWHPIFJ)0`UBoF2I5_+^fg?oN5J5UzsjKrCd!ha!
zDozj<qbu|n?O<FA;me(nUPT>ZsBKip01u5UM~!DS9Cz~-R0ZiCq{5*)i#N55t>wi+
zQiqMuaTK!nYYB`~KpjY8sJhyh-IEETq}G9eIt3}oI8DM?)TL|OGWYm$4OV8U!*>d5
zbQmP-Uln!^luomct4ql2ae77Fa1S<#<4!dFa4;8s5nmHpPX@8TIWe>Z(&)eW^0rNU
z(?BaqbSa`H6d0T-3C^;Rx5?cL7KN$w!c34vBOg{t$lqF;zN|{w;BCz}8*V9UR-bSO
zFr+vW9oaT5LXf$DC@9Hb*KCB@BKj%ns(AQu)nQL3M$J`pZ#IrNyrGw~-CXU-|DpEf
z>a$Q}1Xl-bM%TSZ&4%ln!&CLk*Y=9@|Gs0e)AojvziwAO(r{$wP|ijlAoRWN3nJX_
zaV(E#B5jF0j5^(-@-K{y`Ka0Sy5r6J^EK_L+2H!C{U)Qw=&2eHV`E0l8`N_Xl!U4l
zO1@|atb1vs4w|7OIbEyfrN@k8iQfw2O_3OcG7*385_ZzPLgpNnjy5BPfFX3P%LtID
zqn_mo_+didBD4i_Tg^Q^38zZL1(9IrlatiT!pxekUCy2sv7@l~bD-i)PRx8Ch#114
z$U@H$^<e+zX7pqfhdY$m6M6=LC!g<2z9SDU)*tgk93FNI9$zUHc<Xnn?!e01^%nEA
z`xQT<QL_{pgZ_^%=P~GhGJu4e5tNZJyW{sjb|<xm>Zt-wo|1<fIwktmiaM`H5qF`h
zE>-U0cIoDih*#x|^wF6gT=5On#f~@Bzf8j$62tPMO>Xbw46~S~x{_*TVP5qT>q^4t
z32DG7!odp}m(XmFae0@FkLzZ^#|^f*$0Y_AcOsB%JWr=E#b)EDesYvgTem}DBh3g?
z7a-1<baP7x7a@zLlVGI5JY140wRh=uCOW5jp?mLHr|GXgYHu%Rik)9utdW<7F%}NV
zW#gF{7YV4~&O$bG=Jv*>*kF03adaMySvIs)rj)z*Ea0R+%9<{VP?}-Ofh*jV%VP<C
zoz;M0!#WWxIr}bu6~8Y|<oA`rn*Y7Cp!C+9`p`-K<}jljfLB+*WC5zgHBO4tjJS&7
zJv^bxZ#%gZV(cuE%l2*a3SaJibIJJ-Qif!;>aC8t$&c3fUIsVwBBu@BR@jZ{wF_3K
z#)i^+e;hrJtjm}v?H5E11F`}K<Vr6GJI=7z0n|fxVdKLeP%jh2_x}*q`PcCEcR*zL
z$iDxtcn!<{3hVr}X!^G$lia`jm*n*9{(2@cF#R*?DFE!P9qkMN_8&e>e+SVIQBu(Q
z!*j{X;cv;`@$#cY8enLuCt&>(O5^Wg**~TauyC+w{T&_umsQlie*3o-f6pgpXKkPe
za3J^?jOBzxKF$yL`QZfhF9WC#Ve?;0!GD(G1X_Pj_+Q>ne}67$&q%=VuQPwxLfJDA
z{97yK<^9k^KUzlcuPahwC1C$|jEYW4iG_gepQbA*v3<1q-^2dL4)%|Ye_~WhO3YBK
ze<wI7d^G#N{i*&QOx%)@`J>`Lhx^!K`q=ufs{ivM|C5x<@{g4Jf64cXiT=MQNU(oM
zzyHJC3hLkPR{x_f{yFg9Iv<x!_u+YE0I+dz)U)_-)soh;Hz#0V{d+q;?$7_(5)0}-
zTVnlhbmlC5%o<nJuJdkVH(^8@=?k#GDheqVt2kyeogKXeuR?<lf$<uW2Fl*gSie63
zZ{&86tPQ-ZHoiPG2)lI<*VSmkOTcz6Pe10QIx>zkJb7*cQSe!MdkjA0VGqY2j&}p2
zEw(%1Z)e<|PN@?^H*Eb~Qa|TAHOhdmc;8O1-wt0IRgr5CYr$wWKrgu8Y1wtZX|f_S
zwW)zxmx4Lr^T2y9&~STb{9qj6G2gsqo^)&`L$4oR8@MUEyyny|xOFniQu8q_^oi!<
z?RdGX+>l8hRhYo~%?x{*v9BnHW=I<zlssAH)2Ix}RVbS)ZyoP@o;C{iIFHpw{kUhU
zdl05`fP3kn?cda@okY<#hBe5!*-+Mbn(+>$Y|ZC6%<sDrnR$_ROyKz}MM;s#UHCnU
z;^AVgvLpWc?V%el3h(1K{>bIbsurzv2DjJ4NFjp9L8<jq`=1dVE8nNKj`zeh@(JnC
zTWln@%-5UnJv(HiEZ9)r1cKF5IuoGLqV4yd4GZ6k`3*6h)Kg`QpflqQZc(jy3LD3%
zFhaxBV)*k6?K>0{o(E}NMcX1h<*>Y#LRo9x*PuF`*)T3wF+H-%C70>!Zx+^0cobAW
z6^gH*)C*-dc+`+TTo;{5CLI@L^p4FLS0+<UJF6R+oJjwSi#wY+MKjg3kZ*9t+qv`|
zc(eU^XZz($u~N@Mp8SPNSk+oAmryZ~P4is>v7(X?1fGH3*Z!BiVqki)c@a*zEEcPp
z913Z_p1nTNH9I#;xxNSMUMUaAd6c~f7M}cgfh=Ukugv+wT0D`M{xkwE9Z!wOUVbA)
zW##n}CZ-@uVth?n+=l(@DQI$)x4ro%-4yR^{}vtXweX+Gw|l3oN)nWI!|dZY2x7d&
z=?Cdlx+c&rRjvlA&`XV|&^P8Q_rP_d&VeP*5_T`VquJ|vE4|>DULOZ!Of32WHXKlX
z(-o%|Czo&qyFT`Sp3DR}8ha2h2SeuFn9({pv~$zmO2zNF#hWB&0fS_V$BWZsv29x-
zdzL};0xdwb(TFd;UwoqE@}koMw<%_^>$g_N+CTcy9!W`QSDcKIA>mr4u7?gae8>UF
zdOa#Mgl*m$Mri7uN!mn@{d5BSU>6L0woUGWLs$1IO`1E5!niPG9<|wFQq-2n4)ZI(
zI~P)}$D}C%BsB3|hZgT)+|VAGnp{C+LFsUTWn+dEhaveghAC*gKnwFPW!kZd-kr`?
z6k+_jh8m9@o@$gJ+{>T%rwFK)E#8|#rLC*1_^1B*4kH4#`FV+u4Y6rixwVV!$qC@b
z>OXty9t|wU*DUJn6jfplev1Q^B;~jKbl1hv$gTN~>%WNVr@>Eqz`<LrdcG1><ZV#p
zM|3p|g3H@cSH>HtRmgDc-K2M%)JIKOkSozngSTi{>{~f^99kfirzZkP?-XXAvWRKK
zo>hc#LTq^t!FBdxF+I?qSRVK@!^4(Kh2FPn-)ejOYIEQ4(H?4y=q&-w&=a-cGcoiQ
zYwP4ZEn@h;W~v6I^+#|T8F%u7qY~ry1C7u|Up8?=Al>QprwQ?^8Ed6?bQz&l%~uXY
z!7C%~xiWYBYIoY&$5Zk=DdQ^u{dezuPg#+kQ&!aXIJFG=05U7uy}{NItl+hcsM{_s
zBx3iEp4JYyEL02>?JkDtFOMN~%oGq=;F7jeOY)}X>zL?VxN1M&8v%dG<)C18NdFpZ
zF^Rs())fD3w;RHdt#1$%bOk5=v<k7w*qZ{Ka}4}Rci|0MJeruHAH1bbv&eQTi`v@N
zxzwY|I!5?f?XunG<n)o?$6z2!1(!(XTd7`8^8D9uzs7ggS~SGkgGJpx-`ZOmPE%AO
z{G2=9%gt4T9pUVX;D^nm;{3K4Wxlb!{B~rturzD&xGZ&dP899j^h5FFe(yZ8?->!w
zL}y{`Dr72$zUJpUlelNIc3c2cqsGk>q!ZSnJ+{-0LKz?7KoazrY*NJ{Wfxf|Whk3L
zPQBvQE}meE2|MQ=f^c(kr@ODQdpiBO{cDzH0o~U=Umsd`&9kG31vBs(H9MpJ0o8lo
z!XpT(rsj7;aX?}DG=J6Va5ToTUxf?ni{0D1abbtV(s^m}FnDb8k(kc;PONJo6s@xi
z6ZE^Ws2iZ;WL4|5<8`+UWa<_Tn%{v)wk^MLven>Pd2QG-w4|VasyWyeVdY$5=nIdk
zH2l^4r8T|Q>&b#4d*4Bz5q;bYpQwHm{IGb_xgkAOiZR8IN^N<WU8y@g)L;o38w+d5
zc#An5Zsf?C{#jjC=B@H1D+QFSPCrmulHJ=6)o;Pr5mavK=v9w9Vur}@Ne>#0j!${w
zXJTcTQ|?j-;9F&GYCaLY^!N@au}Z6Ae{7LFN2vRp74em_caNr?Ba`wC?m*^+YbVb7
zYgApzXI#7qHBe!^Dg=|u!SSXKG{E;rfMo$)_BG=uR8wG8hAFi%%$@$e24vWHpf;K|
zu<7vEcHUe%(U&$hYxvPMfh=%)VzbN)a4bh>LhniTDqxmDa*hPU&${68J(?az?5nSg
zFJOgSL-rbi16};7DCtAd;eAu@ZYeQW(|%)LFM6UJW>U7Y;AM5%R*Wg&+2DSA0{SJp
zphz-F^4zNC;a-v=PqbEC@ugNv^0rpaX=dbYB9g^NG<N;`g$ku;#Uaw=D&b;1o;0Db
zL<ARFZHAyZk-#|9WBQK~3(25hero`Xa4v%-jeVBtgT0jtP1Ah{URG_r;RA$1;bOYi
zrUcJS@TEXKqq?CYR=8x}hky;~8VA9*Hq-(_M!^!0%RSZh-5GQllN6j0H}Ay{zR-Pq
zq9=97vRiUtXB479Xx&2rl1nXY^~ku97E>~>=&~!;cnSUV*7i_L>6su_XQ2w-t4Ov`
za!WZo>N#rz))d@hK-PVT(8&X=HTUBQnrfWJMOYMrhoX(VXfM&gE%!QSPCwyahV0H2
zuU5~)0hGY~ypfbOSI0lS|M--gPw<YClId{>N(daW%<(|GYFk7vd%tFD_*D=isE$-=
zjNGvw@K%-p=NA|=ZTPfwio8^mj+eu?D9d})aX4^`$=nImHU$~D;}ev2WNs?AZ0%Q!
z=^Lhxn+nt-h&MwMr$x1nDhJe{Q4wNQ#}iMnMVzUGv8(P+;Y}<*L&1%4t`2a{ouA&u
zaf8}1E4c1*@VE0XXqJLxX&&a`P2i|q8;A9JwdiC*DF(g2Gr%G$K;rJ(`DNIxIjbjf
zKyhaQ>&B4YfC|fXiL}I7$2bA0tXjV_7JYcq^83d%R>d+mAMc!zgF)TW_52foLY`AZ
z)t9u>9N?w>(y#Eej;!akC5NR_xN?Jc+=!X&9Xar4`*-7Y1-D(hn1)&i=g%r+3}Omj
zwHxp5tVd#8DVll3R#veg&3L-SxR6+QlkRgJTq*6OrL7!-9c#jQlQM=NCGgmEf>F1J
zlP#UsI2?7i6xR7?&k~2!pz3h4i`{MV@*VTxTFbSPA)}-TulRSRdkA(6CVQ5BiL2+q
zU$nOlFK2ZUI95gQg>vG~vZA;^Ct%QTV|f{Mm4>T%Z1e+Cn%sSYx@kmB81a8)Ac~0@
ziZnaYo2T`$O*|1;-#zGZQliEoZ`fHbyy(V&vBUV$F2qQNa~QR^r^(D5uS9s?MwUDJ
zU8)zGf2$e%;2RAK!kZ2vazDqb17mrU{2N*3*MrC_WK|51C^^y%QBf(w!g}z$#=*Df
zS?ICs{K<^kD^JDZ#spOiIHAoeo`NM6!g$w<HWcvv?d@7?SXr0wCo+Z*?Re0T%vE*F
zFJM`~l1kEo`F!9x(~?T9V%wsg<i`%Kpoi953N?paa&uKDZLn5NG;WL}MRQL5hRjB5
zxn$d8Ut2}o1N5ji<acW(k5*3nARNg#X3h=i%v)q>j%?8dH6m%aKGJm9n%5z@#A#hy
zQUl{NMGtql&k_ah&-1^Da5Q)JppUJvJ4g?|9X?mM3skCr>X5qMSB_fL!{_*Lovf2o
zK3C!r&^N84hU8f0c|=pPdP0gr@#XX<&+qdd0`R}tQTy(cS26AoK<{L2iH_zCrD%zP
z>s)p@umtK9hwYWny~uNMC}GOw7a&=|Qsx~!XYHo~b==H_agh%R3YvDt^>n^|)7YPK
zW6s2DJa<@a=FlDHi)3-6uX~kx6w>qUV4cldRhRayisQc{taf!agJwGMdk|XS;4Pe;
zj=kCY_%B9rr}xp^S@RH(&ool>=v?RoNBm&9ujgw68~F!&X%anql=;!gl1M5VUJQ@V
zxMqch2|rZ)o7tB}DmbnNpYRt?3<!b^0`?a+5+t=<)oyJ0%7&f;1y!52xAGb!pM*y$
z2ICdVaKXDSBK$E4oyuy`<c>Iw#C2xo7S=MfHhBeXJzRs^CLS95z?aMpP!6x(-&Cbk
z-e<`FxHcMnKV1$yA#iTmI>(!UfBr&O;7R!|98uz<wZPN6(`(=7(labFF}bO_r(nwP
zUhx*(0*ph2AcNEWcphBS(+@xk0Y5>Uub191gv)3@z`_aP)v;knld%;F(&lXT*xI9f
z*(}{@tL@{ZGYMUv${Wy%c-SNC>g)3II@P*{_q@7jl+l@$Mrs>!3D?Uv@DeYaQ5(r;
zpB2e`rDL`XL{3l!1-JILwHDH|Eg<f@gid70`J((wky$&G6aS0sKE}#X?J1~Ygir^(
zQ?n@uzJn~v{VQ`1>TOph@B0n^#8w9Gnuh1C=W3JJW0+S96A6o>M=wARmXJ(I#|SG)
z0aKy&I`O-M*iD3EJ**1*jKBMhPU8a4YQ*dkOMgOgpdcG3xL)noj`QpxL8zm^$1->_
z>mXwIC1$8D@nOB;_4sRkq;dXrbi818E>3p7WevRbUteE|6=rU~((PS|Em(rJp;7<M
zWotQ8-IP#N#KV_~eu*yiCh;=g^Bae$8INJCY6xWJa;h%7s#LH7*d10A+4PfqBMvht
z>jzH<>)eU@)glFc;()75IW04aNCe~Y&hznt*vj4h&=K~K;B`e_-JE1nYj*sr>n=r0
z=C?j3Q&fT@@*iOXH!C!>h69<O?++B#4&tdnSU?yoi;8&9dc{8YFs_9jTvVyfn^PXi
zg?7+&u_Rk;RtTKCEDo}9;)rL$&H1z^GDKp6u7}t^chMm=kZOL9k#M>!B)lh><bE>&
zc=2oC#VfG-$0}-X@rJ|ed)g)K3Ka>0=*=vou5tqSvj7*nPbSk0G{H5J*i!igaz6*Z
z{Z<9|JcPY(Y@NYO?J3O9$Q)XoP>8ec;u1u*PXOr{&Dn`t^s<xxv8@|H(J!c<!}{r{
zd1v-4f&b;#Y~013yz%!{Gt{xsk2hO(*j5QItYVK*r#%O5ph5M+E8xnHZ_2d}xEB9P
z4P&{ma&>XI+?ndFoN8z18BH>VZAFAFYo)&9!o+zPk9<2993?kruZ&zO|HiQcKLDDM
z7#TgWrv|#94SEnZUVB!}mjVBZ387g}Po1GPEbFEH@}Baw)d=g`D6khN&J%VzAD#yS
zmtA3NQtY(35q~W^w&^BdLMbBJmbi8KQL|=dm1qKGkj>cI4rU~hcl!a2T$BrL>krPx
z+eFXwZT7GGyQ{8|TwuBuDudLEd(+Lkt+%pB7}qr`e7jOUoz_fT<B5{BsM_Mk8rm;y
zdN=!)N;q>=gD=Nj>!p3~*IPZ*Qj51P9?bmiBQe2L$%r<?L=}*GwG)8$&I{roER{}5
zlaV7K6`gjHFY&U7=qc9I4c_<18~Q((4*WpZowbN}o(A+`D6&)D)zi^7>&#xl=<Q5e
zf9kgemIC>W+`346SNjIbrQv4M@g9OsI^(WPClu?~bCd2rTo&Y_(vCQTs;cW^mS2$L
z>Ufke1)LXmdv_7tjO642v(rwFP$vzr+yNXUgG+-3fF`AQUg!LO$>@l}G42N3+}XWV
z4ZdL<Hq%pWVbxwlBry_{h{n=rkXV0F3l12ui=v$fgahb;#3+|7F}9Cn!5C7Jb##??
z@vr|j*{%Z12W{+y1-nue@ddK<2#3Q=Xh`RIoKy~+Y3TR^q2|w%LiG+Nt18ZVg8F`^
z`zoo`YDR*Jv@GW?3d9a;ViBxKRs&Wf@*VeGsKOxJ(<JLej*ib~!b39kYbqh|yP`NR
zsN|RL)2K6reQ5IO5_<f8hm=a4mz&-jC(+l{X~*D@IF$6!u@xQY7$QVwKm<P$YMR$i
zWG(Kp#F-EhG&)U~5yT-ON}veI2l1IpVMW4HEMIH2>AwbEi0^xQEJv-+zK3?md*XB7
zRo7x*Amh{{9HIB+CKQ|Kcs=`YrZ}8j@Wr#aW#TSt9WCumcv<<iuPStaf&ziuZwf*q
zGPBh^?s&cZm>CgSXdjE-!D13-kgSKT3oYK1HlxQ#C8*<*f}@A9Elw+i*tQ+cqZG9+
zpVnGL5L1u<V2s0}zE@xfISN2@$bmCoO{_rp&D!21ikAM=cPBFF^yZ_Kskh-@^rr}e
zyng$RF`w4eoHd0yTU@BK?DGyZkk?-|B{z(PN^uF^Q&|rQltU$-nAdAVMJN+w<RHKk
z|6BXy<@l7|>E~qcO&>6i6$sQi&8xYR;ac7X*<C;=5f8R}-miUV6q=}hpd<jj1rzpp
zsH~~ZOw(dhm-zu}g+yGzw1^-S^}WC{R$ww6O9AkfTy-&n^P;3jRq~mBPMF83oJB#r
z*k#=iQ{5$hN|28q*8Aup^{Jwfs>%+z>)}t5?M@it=m-$jX<P=wlY9noHE6!2iHMW$
z^F%sFP*YXfr3Wj4sDVa%dJ~>@<J{>f_OQ|knPJ4Df*n$$@vga4uyA@uB1LuL(B&{-
z{=Ru*^3rWs^(h%3-h5`w9)zpv)bTC2bjn_{O-+n5UBtf|wqzZ)`P_Q@!}imyqz}()
z-{(bD9`mSJDzKzhoh`hW6S9^NftveQbaS)E@Us^mvqGtLMKAo4LFidw<mcCCB|2wg
z`0-wGfqahkbMjPu-KT_%wrh8D%KJ)|$}|`I`P;{2Q-K9?qLL7<NJg!sM8qf1lJZws
zjI#-r6&>ZP0`;5K4NP3-Vd!6wlbi^^ehEsSrDG?2t#2|p@yoHC!ixwzW$i63W)`8P
z_|PG?JVN{lXTMc7!IvxZeyeCc4vSZhgBpg!_(iqc&ug+p^_V49rx7aGSOe4kHX^~l
zNToWdqgyS8<hD)vHP-39o=8i^dyW9`yO)0VTSNhVoIEv{fk$>vtZEB3xL?yUry)JL
z`y`e=3FET~xx4}EcVLyA2uaYHm+P;kApL~?J)k$mK;Do;mnEl1G>G)tFY)r&*j8kk
zc8L*_O)-l!HIq=a*0Bslr#(poTQ^N*d?tA7WQ&~FP?9t&%3#`YSxU2tDOQf75Satu
z1bL{BsZGY%(GY5vGkHrn{+klg?TE}b*Rc<s1cP%+`NW25j|EDMPL)L7yO2sH-BY!O
zeRVnZI{2ZAE2K5l`07oBlvs)jVdyPl*?o9QG#}rZ;(<j{Ie@n;dYp2`Zl?1Y`tvxl
zlHrPN_fk}P0nx}>!LXR^#ZQzQlLQWcZnE>NXTk8PR-2x}Gw}Bg2?&-pBl*Zw?khhf
zre`g#PEOQ4G%J85p!!)aqIDpz-u0pjTJas@-B8+y(9?{iyF*Qd$;HCxyE1;6ibdrS
z9V{2C&s;+lEM<}qp%0WmIejAu4D~vK-XK{9z34t#gaLyzN@-}!5|OiG(APe76A+}x
zSnn)PAI5x3b4k{El7NQs?F6#|#D=FWnsml2%vYHzOuRcXTGB)-p7B6ad*%}mIPxG1
zG~Heyo7{Rw-fuO`Jd2M6zF9=O&2@Z=TBCtaV#&ZT{W-L{x9rjd3cMVaY2EQlVi!n1
zsxYB9SNp;QkCQ+i<_5w1&l|jH&fuC>thDLb8S}t?7$Ocgd))V<#OD$5YvuXUpH}7g
z#Br_}@1%np8GKtdifK50Ii%0<`>pI0A|n8j`So{7JkrV<d1y{zPc7crc@<*!`yM^L
zVlvBR0kdxGQU!d)bduywD8~98Kbb_LhzA+7`KGj~x6g_OFX;B3Q8vHR0A#NHZx(bT
zSWOk!K`0S6=z7OrY($kiy)+)|399Y2KO9ta?1y&sOH2)5o3iOgQ!5zV1pAV=ps}L%
zZYx0Bmu@E#U=0$wQ~Y8D5;*tT3dW#PTUzd8zA|e_Ye8cI-RjPfhL3RaTm<)nAf6cc
zV5$Wr&K0I+8!dytEasT}QbrqdNM@@@8^Jas&<d^2Ma0g*U29d_u<8Lx&#1`5v{S2`
z|B=h<9S80YK+ZOW3psxmfVwdACTIUG(PG$#v|E;Ad=XIuvoe-ley8-iPB5wA8lRG!
zdXb0^V#<CnY%vexxwqG!T1!RAt}~bACrztQev)cq!wp_7$_6X|6d@=)!dGsHf>Bp>
zhAc1)b0pA_I2yMIh_4^!R~xn_jv8A7OfBv(2-&(|qlWHIuJ-D0Lck`V5&Hk&?wz7U
ziJC6KvdvqzZQHhO+qh-hwr$(C>y~ZXQ{Ug+qty?ir+Lb?GV>rJ&dC)gV&@K=^Lc84
zVwf=jmM!ooHX`E<9ah?6mB0se>3_zM5-eU+&Jhpny95SVT3TFF)(7~CT24HYG?x^1
z2#ROM7jvE*L%GKbEl97VD`#k>5QeV?$viS#U1Zp_hr(2qASD>g)(SvKErI%CD*0Ak
zks-$4HA?_obp6N*UM7{10F4j0ripu8QsP;l7dn^YN^ko>me!ckQ}WB!hhxIG0{%&p
zq?t%B%w)?g^8J4GeRzDGW<Gn?;Vta(S5a6}(>>f|K~Dh0P3B|alG2)f1dsZ3&jPOf
z%#09~EvtBhelg#MpAB3@pUnOYDcLOns;)J|P9n@t=o}k<@aOS%Ptg5Fi2BXzTUoks
z^aDEQCapU1;e-E1T5n_hsz>H3jtUS!Ghu@rZAWDjtfmwM2f)h1=)pqapBH4L`;L1t
zVe68yr<%dO3H7xJC2wAE)CvoS@vi_H|Ck|nyC@@d4p1-FQ>)_uSXu*x*BaQN{NpEH
z8@hdT062e2!Cl@>D&eHgDM;Q&@%#zNZeyKoz(Ly_vJJMw$Tpcv8e~$ZetOL?`DO)E
z5bE|w;clDXN>#W){z-OnK#~|@F(>?dXi_)`oCd*|f*8}et2Odi5gH%Qw}tYok&7`|
zh-)h)o5Qpv+SZiaZAl(>msg$$v8Tejh>2?eqW`fe2OFa6!22Ymii}Qk^;EJhXF<ZE
zHYZ$3Xc`_BDt_(EkvrfARV{*B$g$TNQ#YkZQD}9LjFbAb)0P|AaTN(;fSVcgXgprW
zXc&EtcA|EyaK7Ic8`GGPM&^p6*ra6IZ0HjN$j6?fohAyWMhERvHc(Qyy|ox(!$VQq
zY9yj6&>Eq}O<qutX7c|_jEbkMj~U^%Azs?2h>TMM{B}-Dw!oL@^mM#?2w#ytvSY#i
zV^avGhzHY1Oa}KQ8=Ls5P+N_uHk@*44qJk>Nz<f)YzgcGJ<bjUM!ksp(?mughz#ZF
zS;`?ePI5+~e8>So-Tw49fuVe9vaS>#cV4#EIb@BUBCZJ()j8844%3FJbqQy`Xf+Km
zO<v!mhr!2*ZGxG>z(LCjj<u8O?DP)Thf@FiBP9<LSD%<-xv@l*$WsZ7c%VrdOc3JF
z+inB~@_G^iIMg7AuU#bA<2)Ec{%yF-j08cyuY=#0I!_3qrbhHs)W7AlxfP%u4U`>I
z>y$|hN=p#AOe)qfk~=HMt&}YFSE}@gnoD`Bq2vq!gijr?!*U@E?_d>E-MoVEY{d}U
z!6@#*<%tEG7*@mJ)4a_tT7Gc+J#6A#kjD4CA(Fo%r5<pC1u5IfRa)zLkl<V-Ip*EW
z)+XSAZ_O}w`(xa+4tlu$tsv?+xvG-yLLOc7Yb*2E+z&gfmii`M#}H{sToX%SgO4;Z
zeSfjg7|(GedC?A{{7EQGbc+8*0Mcg!IjyclERS7|U^fcp`0S%$n7V?D^4!JWZhD5=
z4k4Jz(Vo)-U=KnYDIjaeb0&nLP(p+D5eMwqUJ1EU*n=<s)xH#(<NziHNQo?v9ua7<
zGAed(``)01UF#%bt~nPE!h&<?yFzk3c3tUHS@bgwWSl?swnqJ`sONlOvf9<O<S)U}
z0YALgl;nhFvD$^Q^iv5~0z9a`q8fXcTB!23D)e^-K}n6;25_|@&IV0qv1eiFON3}R
zD!SNX#SFO$sT{wZTCVaRXSw}hu9D{apCJYQ#}6QEtjrw$Tju_M#`?$de~0yt`8Q$y
zzZP?1`b}{Ezs+j@cWA=@v#hp8l=i4g2-dBX?!6&Czb?!n0sTF~9|#x_NPTwxD11O{
zVpf<z4SizqD3EX*b^#<}afFvCdv+p4VlhIJ1SFC1drGYon(-79x7mU8J=P-f2u<>E
zBoP{75=)};;38Hoy{9wY)(+dP;#LgVSwPI_4ws9Sd$lbmx$J7nWzAuq5I+Kah(AF8
zUtj9>A+&p6jCOc6F>)Dv@r3#i=s`lT{imVb_#CcNdp|*YyJvfO4+C}XVk2Gt^H3GV
zKi2o;G<fm`VmR?<!X;Al1qSf9*&j)e9&N9C^xoILQuiX?n@)JxBYhkB-}%;!Af|1)
zQR2JF$ljC$T47^g_56wgg9Sv?oEe)Hqu9lT>*cTp)>*Is47~WC5pezE|6PsFh*E4v
z+G*EVr)j<6Vx}{K{0@`n3$b~xpEWAf_A+nBYmPGe`#OxjfuO$SSvz^G*l|kWEbOAV
z4fTI%$-CKyFmgZJ{i%AQ<BU`oxiKX9zf@R><Inf{UEkyqF~@&T)d}AYSd-avGVXNa
zdn;hFx?qV{`?T}h?+P;z7o4`wOE)#E-Nzm}HajxY!)y<!i7Su0r_A6oA7n+p`L98!
z{Q8D27i)X3l)Buuef8+{dLLzvGTJ9bc;LI86_^;zHT-=r%NhP__IMDRPp?vv)8g2i
zPW@z_KaY)Ml&jYs`^&9OQ%5h`wbol!!v9UA<*>e!8xQ4jjPStHSv>c>uH&p>db`EX
z!jtVeY$V^egHhE3@#@+Cl2f^bTD$GD2B}GHr{^AzN$!j!{3plD^R9jME2}y*hi&t}
z?4w=`u_V`Xj@-oeF;8@|-BG|{ZDc0L!h)U<PFTpOsaG7>Y>NdH(uXOwtK`O8^%xBT
zwLTwg_L+tMwUC*LcwOx<XZ`vgYic6?$@SP9Fd?y$b!~OI(Yhhl(&;9Flz#F#z!Iw|
z=$D-_REJ2$)$$&pNd3s4tC##8UOx=6tcA%X_j9{`8k`YlF3+p2R0q{uddBDaTFm$P
zk?O`nl;v`wHlhb(kLA~*m1zDl4?Pt3k4&|ytaSMO&~04Z-p`*T&TUMkx-RwmYT_j?
zRINDQ-$r!05-tnvp_lCX|6Oy~Ag<iE0Z2{o_?T?hWNCiKMaa3`9}3NjAB%XrSxQbn
zcG1fgJay^wxHJ4UGzDiWA2vE)I3IJ>p|jdu%HJ=sf0}EC%6c6xt!2sZ*qsO})r19R
zJ?PtpNvSGxY94;xM`J;&h3WYIs@Zk6(?IuJ-CY-&Q6@HWEO7tnA~HkPi<+no?ZnkL
zgO{B`0Pu(Kk=$nn%n!M!+}ynX5$SHQg6y8+`}rIX?=GDivwztpoBetnn%wa?yo3$a
z+f_A_sU7NQ#?_66h+5I}VQK(!p#TdX)$?!y6?K@-`Vj@!*>^PDDX-G~nuq__lzwLR
zmDT%mcA)X(oc)uW%Xh{WpL{*f`ubjc(rj8cpiD>B26ZUn!JVU7QaDFy_G9;pnMwU8
zOO(J%G!dBB|KZQ)@Dr2OZGR_OaxW5k#(fqQg8`&NP-pPd*bz5DoM7jmHtkX`|8q<>
z`oN{So<s4Yfh=t2_<ZG-&<8XV?Aqk>zF+J;_h@^RB3hN)KYcs|b3E6-XZ4R0l3nq%
zE?0>(y4e8TY8;mV1p9Y8C21IGnr<{`-P}BAmo;H!xL+P|A3M<?@Z^>|Ep%PHeBZ(2
zDtO-`@BDR+D>aH*?sfh-sC6%yf6JzDLT|a<bF$O++SMo^S^KbpaE|uFvn;gV>wbPt
zo>*hVywz(>+ab|?%kqcko5!l=b0Y{ZxgR8(@gEWFOw~a1Gxu7DILTX`q@ljf;mCES
zu7o$a&p*8E|M~kKWF(pDbOjsp(VU@%3Alu8vXYbXHiR?k>4C%P`P^%oyW+YCi4Mv1
z(v0I-@bclteK;6^2mv<kBP;uE^+3jz5!n#zhD|Qv;`C118q?!G52-nAW?U>Gyk4#+
z^3~-EpP~><B@c~Y?zYa4U)0``DLb{tmJ#_dhs?tllmz{wTWykUjg=RQ)XvD87^^$#
zMrJl&nSwHx&FKsIef9Q`>YZtPc3AAT<Af+PZBOE6<HpUUs>KDQ4g^9cGDA}7oK8&1
zMt9^KsHN9d+BarA7QTI0Ww-uu^e^%9TXJIV{rdj)gwMMvilpyOZ5u_5iCovyF+XT1
z=<Ujm=hf|n2kz_hZCou3r0vttxRA^W5RjPu3^gtB0se(9v|qQ!gXV^7#r&<2X;T<p
z2tAvqbYP7c@6z?jHm*-RmjCYWhocP5J^&IkqBhcA#QNv04ZOY^`Z9IlwhrgtoWJ!q
zYJ|yc+bzC@R|^QIz(5xzg{;c`3(HbLG=I&ReM!*Q5x#d{rGo$du`PI6EJgap_A;6S
zK+Z1A0`W#k0?!Q-1b~K$TAG_ZRu@<V7srsscjUNyq_3GgQ+Y&Nx@W7cD1&&5T)D2H
z1YxHj?Kp2>q}q5v??UW`{b}ua(pOzfh;0=y01rt&jh6e6o=5j}>|$idJg~0RH~gBU
zRiuU1IN}Z}MJv=&wh8+KblulHzW%cnn5|piUC%2H#EJ`at!(NkZelk{VTZ5!@LLmE
z%^zS|FR`fJ68BW_{dtfMjOIP{w%DW!JtXav;PoD`+&X78dS-T9vNF5Q$?}wS34pMl
zx))OU+|7t15Yw<~#uN>!v?@pV0r8z<FFZI!voXlr1N?i*%A;aIKfL2LajS=Mc**fA
z>c#|td79+=X*gNgN=W+A+y5j!qzO>%i&>t7qYP$3|4&MK+Hes^rKZ?5rj{RH`vu|=
zStHcPoB8N9_jdtPyT&$)-E_4BNWdV<CkuwmpfwBxLlOTx8cSnQ>?Z;;&j2+!X4|0}
z>y(SJ+hLE!1s9t}``PaJb0SGId~Da}aqZ4Gz{TEb&$l1mG(WU4i9YCPIA({3yy*h4
zW`XKe96o(>-!`$8L&?JpKJ|!x&*U0qQRX7HH-cmfSCg=v_dhl}p`{=67t#!EP)f2p
zwHH_KPmJ?e^FwfFSYNN5y9x1X#%74p)J1dq$n2`fCVJkjEE!g~mP(u{XqEfF8kxiL
zKwwl%Ckr?!n#Rlvuu&o-3x7P5t6a^)x2r>4bhGLw-Z7fMGL+KTpBJ!VM3a4cM@qx5
zQLA0a?qJn{FG}WBUn7#u4aN@#CGGBj2c{BU=`Sbta8)t{K2P8{Rec~-7ZAqycbWJo
zFDhxF)7%~Y>J?y%WIs&UM?$2NVBx41fSVN~?D@e59y0lOQc>N_+qn{^t~DS$&5We)
z6SZ~{vC0>wqVMe42-t9-Em5I1)*nVR7z%~)$Ab~L$Fhrb+~DJ<z-!*oaWNuds}_VN
z1{exbms2B}C!rabE%YZ{@uEC6+D8xz2dvV(w*>qvu0a-Fa!_5w&@-N70|5)_Tg8j8
zGj332#J&Ey9B=un0V~0)ig1*P_1o8CeL;{^&y9cOn>W|m$ayg-@AFk537|0WMQ6JN
z>=2JDROI}7uS~9=&7x(eY~99@(6KW^V9cdi)6%cdek5D-K-aYhq(51z4lR^#Gm6&g
z;ka5-*+kB#ln9H`%<c2L9OAQ*1?VbAoev=p#%_!K<Q&T@lf-pMpDTlA>G+Q`B)?%8
z7=Hl*dc}uWIU4Q0F2BE*kfqK?P3nASS=AFiA&IBaOWu&Uo@>m8>USbK3q!222euqI
zjEfy!MInv8@?^PK1K#z;!{psW8)<pCMIP4CzE2nM&Lt9O#tV~l@KhEM<Untis&!HA
z&Q@)7lM70cC0YdFJW^t?uw?Ta%(c69{lX=ssR?~*1r0WOOI<~b&3ztihG{_q<Uq&j
zI8sG<f<vA|P<^FUL=P^#NSuSXpKfa!@H2VcbX0Sc8jTPrkSm{0((fywGs3#LGxHC#
z3@{nH3nK4V@)JB+!ggLrdw7&V=?;FVK;YKr0n)VaIlQwo%AgL2wJ9!(FQw9YS$`*6
z{tBDljD;v^jg~Fcr=o3jKdk1{-6W|f;sOR3op#VjBbXIpJ$&n9L@hrQ+S@<ty?slK
z=M#IrTAoD};ppoORY!Xj)JGC%`>2zl7xv`_JTdk72xs)I{bAka<B`dvmCjoat)$)_
zK?2-f<MSn??iPeV$q_)SdfN_EL>md9s&!p*^B@o3zVSIR2k7zTkYhfBbqd@4l$Q7y
zA-m=}!b+*lmB8y0Mlh9*`TJ(jG2;velOI`qRcV-SvGF`_vo9~;zRpX>`@%UIp5t{9
zaosPWX1i93Yz8T$4~o!cN^4USr@NOybhqhwX0~)Kcrm(K4(+4=J0c#Mh&PQ9S16S*
zqXsg;aG<H75Kv{wYpO)v?k|lG6Al^f(zQ@otR0_g%E5V3!;zZex(EH)0@UA&YG5mD
z|FU;FtF8OLvwVf608`@u>h@ZloSu&4;kd_68jbRdc;`Vn4o;#YLJ^^E1b}j!5q@I9
z*lW?l_~5ldlw9xHlDS9NtpOs2NplE)=z;KNw?vC~=omszZMQ_PXg^6QJ5xH!e)XdJ
zW@Pgh;LF)@^GcluLL5}>*;y1DwKoJmdR;O7wYXm?PI6Nyi)1Qh>fm2z+9QE4h|V@m
zC_QJzW>*lc&lotDJ`%csUDG86Q$yN3u_z_Q>Q&jU&JLoi{8i2IuN{L2<c4Xe<~PM-
zmKF$uua%oLV2dBh@pd+%KXP4={=vE2*;wgY0yZ~)E;z!Y!L(|h9<SUVR8j^Lab8%$
zN)Wk)zZV=y)aAqn+$TD%BiKp8HkLBZ>|&K8>P0dlEn;OVQsjP%F%-cXq)}Fn@dc0P
zhtF<jb3R%QVlM#qpzv1M>3X0`l&^%`>zuzWWy2dKB-wIi2od`V_;t?IGgqtqW1e-3
z?u^%MMp)skdJe)XUkK%-+9K_tjU7n|h*Oo8bQ6aonWus&%4Ok7s68<)p^1CIyF8+`
zga$#O{q*V$5c4SQE3K|NT7wgWJ8vMsY<$k8i8_|rPXW)aCJI^f>B+%d)L!O-w}hRK
zL*JhWa*N8UPCpR5HdJlhhHJ)Om|*cIl!zoCC20uS3@8^>gpxr6IxRqKu{^kCrwA0e
z@SWi;RyiWebI+nI_Tjm%+EWcq=(7*N+{~x6@LbbnbhlU0y_S|9xOYhGoS!w{>*MI+
z?Y*zr@(N8jH6X(dj?AV|c!IKt&I-0~4mq)IO5imW^pHR3VCQZJZ$PJwb@#^&!^M{3
z_mV>FwuDtAdToj?T+#B~m}lA~0ZVoM{qRk0h$KGy=HzIG=WHC@u=^?H=Zr$hEUr~x
zs)h0rm*&>y`d2<$w8=eY*%a-Rx#0$JS&jELTjcOo9^@B}Z?}e*)iItY#Csh)EDKtw
zYz7<A{SdYlQgQN)i>xX(5ggZB<%J}i_L~a(6FyWvA+HVBdkn>4iNXa0niACc7~2is
z<8HE|@o??%k~t3m*x5^UgBO6yhbuSE4<-oT=vm4^-3#kLT*0r(L{1llTqzd3oORxB
zh9MP{N-uR-WHa)7LGhVby!W2u%m_3`pMvhz=Eh^b#`=b=$W$Vm7qDSh4;DW_IEXv`
z!)egMCa6|VmcW-jh4CjeWt_H7t@ULO-wtVi6z)UCcj0ilQ*;7eFs#`;-)ccGNBPL!
zE(DpQ^{O;y=H~PxKL7Q2>(_$HWNCO>KTa{QUBF#R`0a#a{q^4pq05Qqjo{0`;vg^{
z9gwKK&Ygk!(5}vNPF1Wbq!J)LmumZmv|oq9rw($w2tAiGa(u7SrbL${c?+W=2a8rx
z<fcnJ5cGFReE)>MMds7PY9%N&0{4Q$m+TRHF1PprN91q`N6{z(pljM4wT+k+AU-#R
ze1dR8!YHQP>Bc;};yWmJka*hXGfJDitq)XC&sVN2$<W=xC-6`(+UwkIA$McFK;yyf
zTJp!p3z~uZNOSPp$RhC|@lf`+>0k<0&mL<Q6?W6(3c#yPnqU~IWh07})NCoaniDlQ
z+6C1VYNCeAN|?`G*CBP2Upc~=TWrKy9lImXOYPhD+p2Bb;_We7C<j?5uB)Hj#hc_L
zFkbT~#t1HgXEsz#+J@tDagm5!U$)4$w4$hb<%f{DM;`o}i_)g?)Gb%iBEUuW&iKxP
z7{F3)=oX=6=9s*G9jcrbf?SvRAOY^wIPq-cVSYNxKCKT*%1qA5v%wpK@x*@}?2=r-
ziHA#hSCbrl6TVOUdDjoyfQG<%@<zyI${WMW+jKcOaBcug+JT^qg;*1_#OrvXx5M_)
zMWH>z&R;H=A7lYumiQ+jGigjR#5tUv=)&045Zp=X=^bykS$n()l3g-<pM^_k#j>$7
zm`vOSOgwPYh13mzr&lWNLE`Dd&~Y+_4!kLPF%_&xJTa)RFMgm@#EZ~vDU)uHp^wzb
zJPyIxdrsRO{#;5*bu|QcG?Io_y#5v%^Mb<dtsbtslr+{}`+nUd-M`W;jN0eyf9hd9
z`e-wq!OoY9ZuuK{Vc(5nH!=|?=@eOWoFbz?avWXN?PcRQuG%ytZ#T^t_9XDkDOo7r
zW}S88f2?4MJ}UNqfz$(b2258h2xTB<ReOi#wO1$rS4s^ZnF(~K{a^~N%|*M0o)^N-
zr{)RJsP?WVVSk($ZKuasH!D{Aer5hB$*NHP*kSoMDEWwQVzIf)29#F-Sh4_L;&jb*
z$4CHlo4Z`C+5y91eTVNHBlK)dAHWN9?r5pdnZ)`BA(4sPucgM-Q)YeATn8R5#O6Be
z)Sx|{8P=xPr&gOZ=Wldzjc{$%Ga8!nWB~o4^67<!GfKuTtz=>mRww*;_4j{tH^%-{
z3u<L7!XkaiTLh6R(bm^xLAjb!xF25yrShStuA=I1K;n6c0X&BgO$rr>Hlu^UQxqH|
zluzk8p<zn%$NCo0`PjhI*rsy0D*V*<dxR%~zl<ECd>nU9qFWOOIvn?n?NaFo+M2Q%
z^$%HVMS(0gZ;?yW@(<GsvxQqxyqcf$sBmrmv&ah#3zt!Q$eXsjjUz{M+3}EV;)eNF
zm~MdFhqH5Pu1iz*l)~*zizdz1Usb2KcSOC9TooaM?>VII`VPrrkT-ohk}+rDM|_lP
zB~YABAG;ohNFq3z#Iym5KiYr_)Qq3>_HI-lv@JIOJcE9}5{9w)Qmx$c$bzGR<ch;x
zLpW~R-zhF)k7dGcwZWl8b-gJwMnDABSo6@P`J+-vZXMhc#NI-8;)_@>hv1e}gH)mw
zHhS(tQojpfE1Lmb_8)ek;8A$agRQM~JUxt(hwKV<=VGvG+^CfdgTF>mXj<g!fVWF6
z5ou9P9QphK#nz~Tibuhy><Tz|y4jeG>*QHG+)kUGUi2Z#ZYEragD2ax6@<o?0M`5>
z#*N&5$8gnGOfLX)Hd$2l3Id45xcR{9x7*ea0jcL&9JwtmoOdM3Yj{G35u1|XO~-@Z
z^=p%(OdnK3t|OqJ5y*<2Tl&JU8Qx*Ef<>4Qg1HjlxJrFwk8S#q$UHZ<I?%_9xEBED
zA6^-9y3wUIVJ!qXcwBkBl>%}TC{&DJxrmIR7f4EkqJrjy`qvAP4TNAxeq*^Pf?yN}
z*o&GaX`+uPKRzV)M)_kXr@c&A58ST-yr-Au9(;)AKY?bGdT<Q$Lc8T*B07l$VnXLc
z3H&0^Eb`pIra7xA2dr7O*Lf=S6cPD4l;WFRD6l3sQ-aL;`i1w>1!~m}2@QGki1Qx<
zJh7B%3UtIIo|;o~<mi|ro^e*Nmp3!y7?qKey?TK~TjJezaXqT>L`_gzb6pzpVD2(h
zjF^7j+nJ}#-)C7(d4=sEt*ofJXJW+QRFMJ8*D~_5<I94NOZ!x2)O*!;7)KKe{a_v>
z1m?V5+DJ6%^0^t~$K>*;;dH2<T~1Bb?gYWnDS>}AaxtrouEKR-G1axdC3f*|Zd^07
z(>3+$Y`bVm$j=VNWo+BQy8#;(?Rb&?07<0ZVYFYIN4;n6IEq6TAxoB@c5Oaox}Mp5
zJW{l}_1MM_M{Pm73WKB>){UWVA-d>>>UgdyHnub&6|qP|4RKwn6+c<$z-Qh@RtG;0
zMfs#XZjDRaZiN$$Y#wnBSMM_6R2NB?ydxd6k+~g+5k9k4ldz?E%S^zKkrQR$w*p(P
zVt~S66$){kS)crol7hYoa%X5b_DpcS*zGR|-DdQ*peggBhj!(7gt$$n5aMr&VtSFB
zkM<U^*Zjz>$v1|hjrf;1Fx1=f0iJA4*sDGcA-jcBNxWCGA>A)#X{ZpslOD4gEb#E`
zSw?-P60_(@Pgshz)sTml3~|-To=;J>NDJ$)5(E(6_Gm+ycuR!M8tNhCKb{-G<r!LB
z=$@%Ct{(eWoJmJvuH&)A%DfMm;{BD`;(SyioF<C-aNyGv{D_>1Gw4K`FpBUUZto#}
z%BU<hJ%}kU`ub8ax1AAI14C$+QY4RDnEzIhC>9ok8k3leoFY}>%J)US$<=ATC19%O
z&p3z<j+Qs6If>`lrGF<O%B8&<kGp1$$bnyg%3;|Y52j;0{{kVkjrjp?%a6Ig!Wb@x
z7vclGv0)GatoOPwsGntcJwkVcB|{ne`@RUn=`i`f@vtUYsXsu2VSZim^QmkZXZsSA
zaD^@&zahhMXEa33wijX7u4!j*Z@dwor~a2M+14_Sd=Hy5|3Xju`W~#K_`%LFA)@Iu
zt27>A(R$l=qE<YAC!y9f6F(5H&^NLBa?D)+AqzDL@)x*`*=-EWGJ_pLniSkf9xDj#
zZivmgSzl17#U2B0w8^)l!hb*4`E9HYsuOmpok0NSJ^4{;nKT9lohYZeT=c4LK%6#z
zx0q=Jr!yqev%&e^x{d0b)G3e)^=}?(D+gNZ)UNT3w$Sa;gp|eO$S;MoyNLLdmkz0E
zA=zs|Cz5{Y7ubF!t;FyrGRr)PMd{%}@pF=AQjl$(^#CD?;GGN;wKO3N5>MUC+_;gr
z`yzD&)7>>m-=SimOv@UMOSm)K=;NOotT6DEUF2w8djQkgBIiwWRDcAmDsZD&MEC;-
z0`)}^pjK{?z`#(raw7oPjxCIxY2Gz$excs*lzymc<+&!%Br+bvZ~>gzWRa6ist3Dn
zvG1R=X!xde&EF>&+X!}oCoGK_<6>J#4}t{3I+c8q=RQolJ$!;mEii+Ht{zG{ebmU=
z?#A)STspj~`fsAOl=pXAoyY2O>d0LqMBLbJjBYRD+&4b}JSN(SHRa1PiJYEnZa=6r
zZEVGRh(1P?mXB(*jQ+-KU0!G(C^<}zJ4A+rIfA$HS$pcr<ba2ASWD-3Rei4#rE(^&
zip+Rmo(EfTe6Fsju8Ulv?nq62d>ViW@nHDcgx3i)$;4h73fm{nf~-!w`*cYsb99y=
zlDrF_cnG(vggF+o@DW#8pZQ@ybh$eNLmX+niun42_8F2EQ??~zHZCmdxMN(GJt%E-
z^+PL{pL6`u#g?IgB~)a4PTt%}iL$eXV?alLfNbk3^GT}L4nq2t{rc2#zzSd3q^!cc
z_?~zdXrTWI8vu>_f|p_*y;L^|7{&5#(c<$DvN7$<7TaIW19|_`#~*gfF@JDhE|;B9
zD7tuwkep0!J1k^4?aV~iRtE7=;M33?MOT5k#fuK?rxk*3l9iAGYqr4~rQ8b}9pAD(
z%wD8Q-u)_#JtQkZ(^2teX^4;joX}UpNb>iWdkIY#!wyK$R!kf2+xpDic{qKB`qO;h
zgjK7|yNoIOXqC3(ui}Lc{(PFbAW{My%S4a;h%(QJL*y){=c$;39OHTJvJ!fM#xf_L
z&Y%cZC>$-F^AP6LVxl{8ZZ0~61FV9Aq&X8X1R$#JmbC*;ka`N>AC3`CfSt8pog7vh
z5w$eDBSpjNeSrdg>6GxFFmX+)^(O)JySUH5aC6Pd;nJnK1jR09_nCeZKq6{~gsB&6
z{_H?3=?Om`pZOcvwfM}>vcg6EvGWLMu7%sR>#!zxpMsymS>Rx<I4Di*j9U5>t5M@p
zz$KzYKy30^V3LC=lSXdKJq}j6gS~FL=sMOjJLii#SqvGScH8AETY+{C%{9S^81dFd
z8@Os{b<>bt{~^2u{|aE$xYCipMGJ9Ns^Aq+#_%sZ;I!UGj>(JH<RKha4_xO@QhzSQ
z@}Hcsm{Xlr@qr%;W2}z76Rz+|vBy{YS2qbMKyb~-Qw3DPz`lR^SFhr+rwR$V-pMFX
zAZIa5vH9mxs}AQ9sdwSHs3qC9x2Ve@D`@i%#|nt2gnLWaz(;Xd=fn3nMk->wHub}a
zx-<!cq-DlVN>Z~XDhmQVZj!RHon7eH^uZ~T1HRKo6#I;zvB+>d3$U!hYcyi5BH4K;
z<?WTDz(!-l|LW8-<sSbK<+uLR#FKLuxh55^CBbrNO1jEXWmk>moHwVkSt@@@a`aR<
zuF&v^JS8z;W2Lj_t(}4fDlUSjDHv@cO-E*`tBUQ)3d#&~XKxV$4$%?A%vzc|wc&rf
zm4kumJGoHQuo8w((Hh-$8Q|+9>1)wTb*gsSkaAt{h(C0%Zb@-y@)Cw0Q(J%idn)B;
zewwCd#tBQbCoa(0MWw#h5GfFP&3D}+ru(^f>aND_^x?xP&8H$WOO<<_5J$uV!gSkX
zFi|GFPD$eVhX)FiWI6&&@KN1b*ZEzz2c5*Tff37=alr|Fqxb7USYO?iCY!gG!G96F
z>hvGN5Vp>fUT8TefZ9z?v*;r`Q`09jZDZWGo9uPFanVbsc+TS0@yRU>QJA)wOze_6
zUsdR5#uII2P2+o`!a{ViGVbHv<ZDcE?$)wvQAT9HR&_Bj0Fpn)y>&+m>O?$|9}Z$>
zmP$qP?}5)zm|ve`38@X~T%lURSTMS-LO2$A(YaxQ+zL$OQFB0O)SeP_lE8BrbE@dM
z3qw+Y)VzpvheekYjx&|fLhskbYUN#OdV4(jgG7Hdb0Bk5!6NqS<?<x+3tW@$9oJ_A
zW6V*7gmo6iD5NPtZu-zyTuOBxsH>*NCs^R+NpTb$%L>R#@IE2Ckw7^6#jq$ESba&Q
zW+3XV%76o|K~9J6O{iGLFEA1yq}sqqrqmNFSF*@RJ}#+&`W}*!!lrXORj<f=AAGCE
z^E1EcE&vmHdg4YvXD(tQMv8%Lv~(|b8oBV$%&hu_^@M1}_~YfOuB^(`^J-O7%nN0Z
zRlmwank0c$Y6l9-rAGKIp7km*d6>h~^KfirD}dh{K#=B&z{NwF{H@B`3Wc!U3HHwt
z6+4@Zo9~6Vr;TGA6_uMhCxA}aL1QllW%ts}rdum2X`hMyc+#2cG!IQZ*;qovbj0>c
zbY@}Io0u)cgm68Qe4I<3%)<t?+Qnz|0Kt4m`w)gVm7_*IqTp4L?L%!QC|{98;vp{1
z^3LZg{kEMBqh!QyX=56!EBB4g1oFLzm-|((PGZldx;Ipl2oJ|hsfDv>I4&L+he}qh
zr4r_592q<4W(Y^WF)R{K4|)~DUoK9WFj9te=j<;5Vn?|T%0;IZkt&`rvWu1|JsZ{R
z>#7>>of^2%+FX~mY|^w&cu+uaLdyGiOdyr3qKoC{uj{+3kFT{!#k_{EK1La(v--x$
zV!KQGW+Tg-pxHvx1o1H4X42AkPT5X^KJ;|%JJSQ<*cs~#vB+xj_&z^k{ph0V1mW4*
z2<J@c&f>AKq`k}wA|>HR`CxGp`Ih6rYA3Zs8qrFQm+D7XX2{<ZX{AX<-69BDp=JP8
zjm585e>O^<Rz5KKfPHWcE&j!UBb}k&3rInJX}kk{JHcL3Ukkh>aJC+>6niWiPEZKZ
zb36?vJ%ePgJDOI;D|RtdL`WIKsbN;n_Jt!3-Ymm1OYAa%uc~kmDy=e-V9tld{vj+U
ztcY@e&FoHAmP_uy7_M6g)-!V&h(d1m(qKh#Y9mn)N<*Fx@ub$iURf#<yr$PD0GTRM
zC=)2*JB@<Kb5)&@GqHDky|@w(8N?W**U{U&^TNSH{iq41U>_c(1~lFQth&Njs#Z-v
zu{=DdP+)_%CwGd!XpQkGa$VN?m*Vmgz(eALt1mv|aT-#*`=;5-WRaVYciRezzkmPA
z)&_IEqo<z5_9in9u@uC5R_{(~`{)zHz^o$sF+7J-XnqR<Fep9Wn0MYug(a#9R63)F
z&g4)#;nYRHp}|C;sF@iPbNmpw+v-@kwU~iYBs>u`!*?xW_Kd;an#%*qR$e&ZT3K>V
zeM1-?WbN9-KRvNmQDDt}OYk#uu^w>C(O+Ki(qD^@=Ua16yMdR`us9C2U22vmykcI2
z=bs*=aqR(UO}r+4leAp=EKc)(BAJ1(6m%8R>({8r-6PD9_}sWziIaKn|5><4Qu*9A
zhRfOoqskKii8s5|!&%|?S%C9{blahkowi`B-1AhQmr&;4eDiVdb+4VI=t_~E1@$|X
z{l(c(D!@LjTUTp=-V<jnPS~pGGtY*OGoWO4q5yd1h|IC02bjh28RouVM;Ke%v*Is|
zQ2OFRxtW?{&y3dRCP+96mXLBl1t(Van-*!&n7^CM1;D{D;<*G|;PDU8hc<>nrXOMG
zsm*5La|-5+V3ZvFB;@-Pi6nM8UUBaxY*<c(8adePI<u+ngK%vZUP0evZ(?vuZTe9U
zc6Fiql?Zg9(YV}gbMWeU?J<x)R{hJCRJV_)@Lh)?s3`G6jFZqTyCympv*73?jrYk`
zO6gryn+C^po~PY!k~)I`@2>+5<e||dk4(J?P&k;=vS5pgMbnJEv8eMH;JndlZKpD-
zhe+6V^atNVq1Zo^eq^R|fCbS2%xr3j$1FYw!=PQVi0TyS+0m@%YFheD)677bFx^21
zq#X&~@(p-|GiX=A39cSP!;xQNHB>T|ws+Pl%&nF8Z12LoI%K5Z*ba+u_`l)*Y~|XV
z8Ce5D&oyUHQLvmw2Y4*BQ$>T&PAY!C&Ynt|J`fy)FaKr4NbQ%er>~+4mipFFXKiPU
z7<d$~u{#ToopCig8Do}+#*krEijJY&RUoR|wKlP$hH$ioZ2EHo=W{M>q;51`{W3tj
z1z~tp8c=mC1kRYM{f+$i;4HWr9D98ViN^xy@^af4L>^1kTmiFWGTuy@0`%%=X)}oh
zMu$Bnv6x0Cg^gp^p`{Ed!|$T-9C7iopv9C-=)T|imstC*P`|#t9@Ktz9?X6;d!?N=
zWrysX#4L#a&4#fV&70x|%C!I6iK<epvtaY%PP(n<OPxhhB-cI!`{7N8HA+(yX#F}z
z<An*1{61^k?6PqqIvMQm4-qbo%)>^WMm1|sF7vo_I~y9=6j>1azF=1$kBdDYNTYlp
z;g-VCL=||N|C;9|%dq9xP?C!T80C(5#w!)$89CSymq_YaBjPVLUV_L&nyms7sB_;+
zt@}qqDJ#`?QQ*?uU^YkqO4VzRqymcimnN(68cnHIRQKWt+D_MxXEE1jF>yld!gH0u
zu}AYcqrFAztmayC0Z3-D`yNLtBmsLvU<f!?m!xoIWqm~<Bv;<rW2g`~UW}X~_LW6x
zwuYn#(0j4>HSs_kbpb|KF}X>Qghs>AF*3$rg7!)5r#LqbWz}hu1am_X2M$ur;{feP
zyCWeQ@cqYU_RFj|ih1wEN^_JpdC}KH7+M%v@tE>uCgypQu@IsT#uc}(2A&SLsi01A
z?G{-UxtnhT<lBMM2zopP+yIldQg&d)?xM3rjr5<yB=dhTXa9lh{r~OqhZf`;Z?@$@
z<bQ@n{U6nG80i1^aMb^zH2NPzQqm^2X3pmL46Og1hwA?k$I}1Cs08)j>+6U)8hHF4
zP^$R<jeF_;3^>LAze1y=4X%zVw#thxj{wM}4-7J_Zg^uj901DlOnzP)E{-I_RId*R
zo$*IuC}xcT4MhP#ULJuVEKIa2PMslRNS|6_Db2W-gK5L9{RK)7>Fe|4Zk@;J{L;&8
zHYZ&Ngud~~hrUmGTJ87faB$7pb5EWI>~|s)({ylL)^pDJ7lC47U)Kd+TJMKF1Z7l)
zrTQbnN_sc{y<>t3F6e9$uU`n&Qu9e=^>j$+>A3Ru)<vyrtikel(>Yab{7BxpqBK6G
z>zlF3Qcm|gR;u*5qRjoC{PcW%M)wk30Hd<2tFvR%Qle_v`50U2Js3}L1F`V(y(bdB
zE>5=8Mfk*C+k_=aaaI;~woLH_KbVSdbvs5@10cpH?3AoW<=?8bb<yiHCECrR$Y<=A
zM><)z?l@8Iy5|qO)&;iSiwaj(a3SJ~_O+MKNU!&(%p$UX;i8RA2`R?-n{t{xSxUJ&
z#(7z0v^FopOrVNQi}4y_24>L`a+&4Rygc0p%EVk*7*)#90vZtsqn;0CzhJ?6Toh0%
zlIpl0`N>o#LxoVOxW=jCukXB;i9z7+lC_9Sl@e{0zf)Bgr{tD(`)!pnN1hM!s_;~U
zD#y*0+L@(Nek$naPwAmCYD!f$*8JEn_+BRo98Rgjhnr+s(%VzqRY3!`F|zbHRqV9<
zCF;bgfp76P2^7%AkaZEIwq_7HIR{gE6Wy~J;pyuYx_!+eUC<A86C``SUx^1bTINKH
z08II=HnIO;JLRPIYJGoyf+JRi6n;UJfR{6##q6(oRj;>p8CAVC{(hs!`mjz87HBhX
zth*<W#g*$4h!Ilp5l=NdqPxfGHAcjW%qpm}^ov-OO&laEs1ZlOtHgJnJlg^+aQeH?
zWa&PrqbJ#BYS5hRKJL%%$erg>Gyt_rgUKYiL=9Cr8@>%+7l7>~q7zTftD4T-ReCzE
zT>#$9rBh-4*Qu@|96nU!mY1`#)S<W^3T?5h8DyHUjxxAYDt-<<*$bj$zkN-8xuAbh
zSj-fe!~FFx3DNtpJ_~I3QXr<fN07O<MSVfUrno>OL{&)P>a~7&oCxH9wSg6B-DI9e
zB-r%!w20ts&swmq-x3>4Wti$e=Z4IYwk{ag$lPjH7vO|b+hnB#qMEu)4PPxjteU<a
z9<hWRIW}J9CdR`s6Pu*fjFlFt?)F5AHv>~mTW@a-8^$MQUe^Jq0#TtPeyT4>$6=x`
zA988%s;~bSeO;uiK$`wMo}bt5KF<k)19wtQ6t8ZoADsTB0c)uE&LwCuVSrPG<lwz;
zlNXC>>RJN`cL+i-BSB=STwl)_;Ny$DAnVbyDN>Szy3{ZJqomxHM-*2tZFCfn{+Edb
zQY`ezWJTPvzM&`3(<dN@R<#%^Op;P1J?bA1sLi*wbrs{>h7#F!G<#*-Bt;7Hgdg)Z
zBZ=G=Q}nWP)V|QwKm2z7Bf&`2ZZ!@Eo}x%pnc^x+ClV3bR+*#bHT8LqVHShy_g%l@
z79~{SmF^JD{aGsHG4Vxp9emk)k4UAU9)hHLZn?nZC)B7&c;FT1`hksKXhi7{!n=iw
zKz4TIK!hoqk=04}pDeFH4-FZv{XGLv6NJ+TlG$?E)hS)d`U)$gO5HyaX<173OtNQ!
z(aES(V8xk|@RcE_=2SQ4e_VN0JZV@}5l^EIRw*Q!h;TY61N$hiXX_lttfXCZmBLkY
z64kHx={}RdG*2a%Lf#b(SlZ%3bjXJ12Q3jP-|jh0ddP58TuarrID9mh8R-i1>pfUN
zQG?LS)KkYY5#r&s_sme>$hx1!Kl3v-7D(tPP*j=Ii^5f%t-^S_g;Ro(|8C(v*w2e=
zMv#Ne^-sK`&A+KG^}E2WN?j5P)C;!gGKHv+na+iILMv&osSWvQC`UD`qZi?-sYWdG
zD5+12k{yUpX`=cPxW?zHqh_%udOfi%70a}BmKDIM7AjcfoR+Y-77o)Q4UbHG<8mGh
zl(ErCMut*FAjls9N-o5&BbJ+Se&9GlE2$qL;t9f$y0WUneNNpVGxDKO!H~4*B|TNZ
zsZx|p`goobXFC5l8-1_Uuc-rWoVcG0e(Bqgvn<;}XU}XxC|k=WTQ;tV;K=A7Me??c
zMV0?3FoI>OEx5O3;@xSz1tg$Vl9u@>$0ah!Fftj#u+}aB1*lvFx|myD;s$+}^*dmd
zvt3A4iN&JB-a}A}-FYlzQ#PrNvEU%9&!Ylw&j}Vv$mc{asYjzS4>zJ!7PB+Ht(0Ri
z-U~wu&Uv6xpU`K>0u-tP%KQkf>r1VcoaT5HWw4e~xDh{DeF3|ISsaXWjMU%r!>1m;
z#|2lJGNN^Z6a9m|;k<T3!ATAOQ{F#;mh1I`+6?z4^FA&eIZ%N*LLaj%tW5CH)|}P}
zkdZtV*itdYLvThI$u+`c;g46fB>xg+gc>9ugu=QQ*Q`2{kQ0cP7sf@LsGu0Q{F9&2
zAdeSQwZ%Azq)#GUb>UrZb=u2G!{g{T#gSm`(BFKr4($MdL5ZWX%C73nbubZZr8eyP
zhUM(Jq3K9u06M8q;z3o^A8~E9GuBPZ+5J9EQkD6$ZwB;E3#kfxM$djd3bsJLtZbyM
z?yw2vzvJ&3{Rcs$Q2nV8?h&rxl6DX(Mqvv+2(YdZv(nTPjzTVFODX`>`j>M;Ax8MT
z9Yry@a>33A5u<7$ZYe2Aq3YBxxGjQ-Mly|zLlv$H<*GU?e?(FTUoysIy<1p4xg-(q
zD}+*%&~@{sArD6cZX+rFxtrKu7-Mikr~?X?gh%)2SNYwWH!j5h868_GypGIp6haf%
zBm+>G+{m9Nr^~6?IgEE=4F>=AfJ3Dc9hi$4ssiRb^%8q}?pInFs&CLDb5MS}SlDE{
zZ*{8h5MlCC-Pm?4?dgdoWJpWek_tg}7PYJTOCF<)e|(3;prO#;nbfH(zrcYt7-8ya
z(aT>~auC<hiA43S;4LptYKE%H+$dE^Do{@gr}8_GA*e17?y<9DdIB(>m#&$}7OFLX
zyCgf~*hz@r7Y{aoUASUphc9aeB6>s*+maLFk*G4(@syK>fRg=m&7isy3_+vUIuNoQ
z-BMmT=|`taB7#3j36kt--4ZE%FG%Q@%!t(Id4lnq0nfk-<XV2DJT0rL?49JlTLi*U
zw?a*!5sEM3&7Y$Cs2Ei7E7!sg$WD|D;k`+uk|!$SLtOTld`1A?D65BA_q>23mM!Vk
zC$Mzb<}(A7j4i$ev3-XpEr(y0)crSzP@I5+Csp;2<ii?l1EgI`CLJBp6|}2hR#FP&
zIzFQJoHHCfW;2!1ZD;l1Lc4g1YH#ZNW|e#rTHGmAd$oH>tlZe&*`fL&?z@O$08b-`
zvu>>FfSy~lHpS%iS#Z10d+G9-Z24}Q+0|XrQoWDg<=pOLY4DV?JIa#-=bbfMwin~m
z{=CLAB$2kdzf!15B90m`HnoLpGJMV@mlBY7SdFG>R{7DmLcLaFfvS$qIj1b(>=bsY
zWB(8gI2oz%Xs6_{(|+i@lV7`m9+dwRVpz2t-4n4=OcvlOQ6p9zl<%F>y@<A#+z}-B
zp)ORHkw32%;dntc3c;VYlW7vjpfc3^0GT*uDm)pQ=u1&M<u{*I<tnV4aR3VBL+`Tc
z7esNmM2Wnh(U^p<9#AecmX06tNRH@s5qZrF99WcoMP0auMKfMJ8yr@G<xq8g%Gc0g
z60_#quFvm28Jv(}D7EKrvMJ(g9!$%=gcNgc-xJ|IdKHLE)Y%c~l-s24dNKN*$B7K-
zhzJ1t>RPVW(jx=7*yic(d_!~45=!RX>hgLt0X2ixD;T>EJVnJ07fjVPI^{x&{oda0
zkx8$rtZjAkb(4@2;COX@xqb)Rc=XARvhs@|Jb!goO#__Tt)I{O_D;3H+~kD2^R?o)
z5=+jHujwCYNkY7vq%25O2}CwRNgmc)v7*^)dy$|wsZC!iw~*SwnCFw?KKjT<8u1*T
zwg3#A+x!Ze?LQ2F*)kMvBJDjyf8D|QW&}ib@EH22X%LMQr(6B@GSCy1OZ4EUU0RCi
z!PF^14nEUdry4t(5kf8Yy+U@s+j!qUIZoN1v|@tAd3Dsu-);*o_=t7Mg2wn$ky@nq
z3HIsO);vU*^b~~hgi{$u#l=%xD%5!(h=Wx}b?;J~A!|47n4{q!jUm8&6ymuoFR9rN
zC7Cyh96U^fgrU4o7NkiRW39#|$BSD#(DYO&@tyjBl7a?An1t0Xg5t_Op16Wen8Ir=
z$5~tjk}nL29i~2<=rUVhf!OyJ6iR*^ZnIAtNW9K0SP<Vp?NH4YE>PUqO(^1M(uo^M
zB0Ef`RKIwxFQ|-hyV1dGB)$8#46vA5Y>nG<#Haz-o9mf$NjnR(<rdMis!@--ELMtV
z3Fu;rvnJ|s#K=wHO4ZlI1DW0D<mSk9yOYTbaz5fMQn3?`NA^B&Ym})!v96JN2I4wP
z3$K(Snp+9YphnoO3GRak70I-s?tf777&4uU3msyx==NeECvDaY7<#+NgT*tR1`Qb4
z=Rx2OBC`Rk^Gqr|Ab`@_zL?s|iRVqF{cP&Tij*E1i*Mm}fh@iQ9?!=qbNHzZ<-NNA
zmpO!|J+cLsJHS~JY$v$w`mxoi;Is_Jt=T`|Z9j|A_KCh3<v3;^d|7{c=i$x;&lmvs
zi|Se`?*q*n{_=@?q(>k{>sdq#z-zur3Z=W>lv@{?`M%GD>zgyOF@R|;!BJ1*?L}2w
z4a|O8UBo6x=n972gs~sP>XF4%29=#Hhhb>!J0N!d?%A1SsjXhT>KT%|!_q>{Wjw-9
z3TPHm){;YfB@gy~{bs3x2E37G9D$6RLrAF($ndDMWqs@0$0v3l;BpQPGg!uFK5WPq
z<MhzW7U$+DVn0r>Xr`mUKQ&LEvuZXlTG>dHbMeE#+l25h+LI^3WBb0v<vtaGh*dhm
z@8N)n3iNb9Lx|GK4m=?x={E}|p2zbB*8idQYd3zvIeC-dMik_JBe$M~v6l#j6C208
z-dvL?eLKRG%<X+sfWhs|Y-rN|V2lRs)`fS_2s5fk0Y)U4%Z@VrF(0yg(=2nrWKDQv
zJHy8=gZ_4Y$leaTs)cdmxzs#iUq_Y2UxCAb<FWM;eD@}oV;o-_jYbmz)c7o^2?VYr
z@WFT2?nAxT3{dfw65Qnxufs%veS+5%um^do_{n+@8wcp=?Ew#kPz6C(m&T8JfGOfT
zCkRl{#y4DMNbaf^2j#lk<KN_QYb?eR+EiZ*xlxi&4Ua(FEP4kky#W_`G+1l*o33<-
zd*-Z)^3!~yKTH9%?FBz`+3jX;(n!%9o;0w=P4{NGFy(-8U&_3l$gPs%y{@-;IE|Ks
zQ%xqYD%txkiYUIU`QU#PWf!Mq{%mp6QI}cJ7qlwSeW}8U%VKrLW9BvlB{($YLV_J!
z%mcdIf~5GU#!o3~wiq=Sql3-EF9>HMCQc4Xn?`uYapnfo_hqUwG#P#X8-2pIVG!{<
z)<IS^@fBVMx(f&O(b%c+yXJrlPu3RzXd-?yZ>Otz_8V8~_YfmdPfBkGs9Npl%NsuR
zIDC4I+PdAIrwQM+-|w3T9HVNjC*?mpp}$@7@Kw+3O!B^R<#r=*FRtZgLmTKsj*e|q
z>i31>|C54Nqrh5M!RxFCbv;Rq@3(n~>Ut>+9qfV5wk~wV<YmD6Hg2;xQxk3hgxh%^
zm^U&GV&9wgdE{v>c`bd*?M~VNqRvt*ztu#NBi)j$+!`u9TLSdf%pC!x2WyA#LUo~=
zp=|1$DnUz_EU&=|L5&GxJH)U<4GUE4<w__pkyK1*Rbp{4g+fC;zWxtr!k}h16SaLg
zatm($g6(E+F8X|-)UE!YdnknH^eD0Ox1gQ>ihBKV**E;T`n=f&Pd+BAOYkFbC$^I2
zPod*Gr&{Br-r?}|fQGva%0_#5kvRD(3*iPk!8b*dL$j~SL{AH;oD$Op*w8uGp1|5Y
zqen{RMg|9^?8gjch-@np4R$393E_uofENzWug@j@=Hvgq-y1ur>%q##)h9c2UUI9=
z$qELN-~oXJSr@qi&KR3|^MJEahsoFyaQTMn`gOPV8PF|QbRBgDlQ_Onb6vO;(Az23
zi>+tqlO#PP>Aumu8>(`UH@f$jug}qD=B%ZN`IUkQ@{mBL=Z>teFUXA+3qaIDCPQq8
z4&H;#{{3A8pD!?_Nsa!G`1(eevIhR8s69S;GAqkj8OJvc8`DIqpX;dK3dK36{V`~E
zZIe!%C$}e`Q~782OInf0#lB3#-Z0+kXhomn=T=e591(qH`#L|gw^<{Ww(UgU6@=^k
zoj!UM&)vha8O{y-v113ru{KzRP%8TZi;I8k;5(7dZ*{$*kaodpZLx$%W3Fpf#LKPc
z&Y=5zC&n^Von!T-^Bjn5QM33m(AEvzwtyF0?+N-3st?)(u3K=dq5gO-PYHMS*4qrk
zt-W5(|3coohb5J@f8(2jpr&X^g@vbVRBAFwD)5Lo;vq%FW||x;3rp!>BASY+s2z<^
z(?&By3Xp8F(`Z>~X{F@MD2k4jm6@1GWNP9u5ASxKXXcsT_warX*Y*DOTYBN`+G}t2
zz1G@meeU~SdwpP^0-tofp2RG%C4c9?z3_o)$6&^Bxxr@SJ;$Fm^&xj&31P(M_HP=m
zynO5V?SQL>XZp66m@SgM#QJ?kzPO7yv}8|xCtaG-#+y9MO8D@b`-3|EPJmZtAM|eA
zWyNo?lT{B>t14ES8bvl_8U<XeNqvK^oa;-v<;yzZ`^st+_O;32p0{B!D^||r?ev6B
z{dgf~7<YY@TmMOqxjXmv(ho1%U+6rY_T7<X-5IZ=+^+6CVCEx0IlKc_cS@_#pU>1a
zdj+lO*l@tGqCDES@Tc(r%yJ84dc;KypW5L_EsJdYVb$5pOP2)4kSGG|u^n;8N_NQg
z8Iv;}qC>Z~-h|{Gt^LJe`1JZk$qhS7iWL)KV<#Daroi&MmCKB;|42^#;a<ad&_>6$
z#0-)37nPCJ?z`w?;a`4Z8^`JOJn<*~a?7vVGxiJZmhYWUv5&2O|8Vro>(lS`HC)?+
zX`bD7mOov-)CXzld01pTfm^*1`FQr$1a=4f%H1@562YeA>%NXt^oQX}zhR$>%omqk
zV<F8|oz9S3B!eaHCx#<9Nh`ybuh_wPm$iPy<M5_STTU$h=F-jz=h~AWua^U_TyfHO
z^$~?D;hTPVQ#b#*G5pC7{&(<G!W7!$pxDpJ4sX=tWjltU)vVa2LAP5XJ%cX9vP(uP
zGmrjDRq-M2w++5Nc1ztJ_PvWm*rrz=$K9_J@2q|7Z+2(L;uQufZ8@X2f0mqD2YFh0
z{kP6vuuVl-ch`r~*Oz{4q&aH#+~I_xu2irQwc_EAW6#Zyn<Tf7)ED^kDz6vax5|8d
zw&nodwLLyM;H?I8b)`#U%}KXsX+1ARS6aMoygxWjpiDJ%EL(^FZBgg3fr<w+PtIv{
zusKZ|vwlClJSJ-W>zo1GCpL2vdCQ|)=9@V$c2}UI#s}t#TdP}wUvA~^9s%Ee+H9g*
zVX?Gmrtb&Z>gqd#?r2pq@jvib|KWvRa7}OANFw~Tf5N7P-3tDl!}?D?f}|Lb)&2Xx
zy$ANu!7cnl;`he=k@E)!g5~<{j0n)Z{qOcq_<!uNZb=8g^wcu#gV{UiiJ(2T90&|y
zfN==_|Amki4)2E5{723ECx_IAO^*L+-9Mug3q%org(Ln+74cs&M!nhbCYHYm{irj9
z-+kLrkFrE}V5eraSwffp!6T*1eWjV5FCI3{5pPi&jM_VY`B`h?16@{qcJn83`2_Uq
zXSvPtgh#Ar$mt7iLF6^U)o66X;-#cn%0Va6I#QFL{>-*{oEP?S?8(O94{NPLqIZw%
zyH0$X+=*7m$1X{iCx+;3SQ=*7y_5gp#B7jF@N>G4;lTa5%>jvp#s$A*!?^TX)rP)9
zcdzwdKYe!FRPK^QQV(RE8tTNKIluhpnWM=C>&m_-Z!k*SxI5O}2lwO|QF|fFQ}R_Y
zzx=p(`6a*PW~)Vy+1K<}ZNBhZ`z^tPgKNrT_g%9Hzjo<7bys<n$(mb3mWDX4cs*QZ
zzC<n4>!7j8zlaYrO4se24S%=uVMWstkML^~W3$^<TI#|BB6D`u{IL54TAwPldcCp6
zW@x7VC%u4qaY0*Gr&*r+>IaLTCw*8{;~(DFQ2F{^Un~3v<387Wn~&IZox<#Rb?HRS
z{Y|XRW58(Eg%r)}=ElJQ#{S%d$WuK#lMlXi{^^?yL%+DiIKKY;!_U`VHAHTf+LiMY
z1TQy_zW(mO%f1UkHYU@>rS2X5ug-DqE?RpFv-}Rs-e8Mzi(X7mq<y8*c=m#FP7zH%
z^%`;OIQ?18zV0|dThgxRPg!~+$E$Zx*ME-v?(67#XPb(4Eq%FWz5>_Xw&{mQ>v0cX
zzdpQ2Oqq2J{ry$Ti!I@sLhH#p^>q$5#i2ZWR>l2>a=L_TqMd$|Pi(vWrRnPP`mPP&
ztFvC;?`RL>dR^Q(QCzTY`=!{eFQ-$TcV9me1@U4;Iq#GYZ8!UMVp~C&<yh4G(frP<
zrl%;TS%M(5uVKNl#;?1+p+BqJ_(nH9{yMYk@~!o?no2grUOXH>{j+{y`0%prQ|yP6
z{N1hZXOEwAXo7uy8Z^CUYbwq8jcBtf^1Wjh`u8TH#{JgutP>V%`$F?Ty7-pxpS|{z
zQb(C<$ji?~<iX<3SN0!Kc5K=AO)MrhS)ZB}q13-oHp@&jIdi7TqngCGzV~FB@M}lK
zj`c&u8#<FbUY+wYA9Xs@V|rLMmE!z*Jow7^1t0c+5$r?^F!SJ1hSw#|$<7Ap=C2hY
zB>()9)kVjgh3(Oq`qWo<H3F-#u-4<}nyz_1C_Db;+nxJD&gzZ*{wDTe)lOdaGswgG
z)6AtCkN$jUo5<Vw4sYDAuGPvt{2}37u;r$^KZmcW+p>FA0rF~Ky3|T)u&3;TYDfK$
z(Ndpc@<BTut3Kt#sW+D4gWqKD4Q(H*oBM2^zk12Oy;GJ|c#=VYzd7H)y_EUGowdWa
zN65>^Exx~p9qKswV9nco6Q^Dd2*2_^1LHM!ys9p|rFyVyN8|%)<Bw;TM6^n9PL5w^
z+__Pga3T5bs6pK0uxPi|H*EZ?u=j*ZkzSiJd+wa`96TnVJlf{#^PsT@GJJbWjbPe$
zwPOFFm)sGe$4cm{uP-LwGZjq<zj;HbdI{w$va)au?34Qb=IgV2<oo;MPmb<w4t7on
zQQBES;W=wh#QA@Kq~IAXPj+->++?jT+k561-0k-3ja~YOTJ+ED5?!}!jcc^adcMO0
zamJz)?-En7RNU^+6?vlc)Wui*b$9j0*#|9-9b})*E7mN%a_7KN`$7K+{m<KHpI6%4
zfHZ!zetY`hiYqI>JioDxNcysJm2+C?nFv8!W6k`jrL$e#Ro>sdo!eTk0N<b=T(MUA
zy>v<X`aDaIwCOSu{OXqB-iqxGcZ+6ibiW?RiQ3YxeUue)0h+Oxc0K1z99`G#&3HEI
zJFE#2a}U~<kyF{wK;Gm(^G$vDb+hMJEFy}Z=J|c8A?@~oyHDP2F5mdwDJy4roK^fo
za>Dr7y94Wnx5d0Um_CmPGd%x;)MD8WpY*WXZ4sMe>G-2Zf?Zfqtf^=FjMlaUq}P__
zR1DKoCdc##JSKP8e5lQaoL!~e#|drn_?$Rdd3pak@9g6xr;jZjt4%Q2eV~+V9cO&(
z>Nk&mxbOg7My1}k^X;qQQwn3&@6YB4geRy&0Ra!L58hf-cM2t8<6GJdm(u-`U$^*f
zDXmX*fnSWY?%HL>a5;}Rlz(!tLFJmu3n}?;a>vWw?eRW+;#H~V4%y4y+zpqUlI^zA
z+_$Kw)<br1Zcwf~eEYsi6kh7ngPF7Z&83O?)5la8KV>kZ{lnu$H?6fddn&ij%buP^
z^o#{A7q8s9`v$6FfEn1}z`vw)Q04UBQkgHk5wS6^P%1}GU*8-QH@>0UQuFPOZTDK&
z4ZO36%h1cJ7QLHXJsVtNRRZOu!_Ru1dZ*iwoOE&dz>kK5t+Ed@Qenv*1AGf{PYxuQ
zRCVPG17o}-K4}os^1I<fOV{(TJxh}tIzJW9cVZ_Mx0#uwP6Ma#P1gt5joBB=ckXnG
zkt1S03T7jIK5g<T=gk@1)(UUftB7Iq3TCxh*~c~VNFEMJ9A#cKo2<Hy-}qU1r~602
z0eAa(!>HcMJO9zF{3quUo=EuHwEXu?tNxqxR-69Gr}Qs+t4;sh<?6qtxBBDUKSAFA
zGkPnp#5nJexIJ<E{@}Rs2C1*`oB!gW`p?L(NMNBqmPhD=gjXPK7XH7*g=P8Q;KI^h
zV8;3v7uI^pVesmk{z0w<a%laH80(MBKda|2l=M&Lt^Wum{gaaH-veXHk=VlvJYTVg
z7g|*x4{}?9yknL>Y}y1;j#+LdY_#0y2r`eY{~K-D=6{l4dB+}!kNKnKLO{x~*ges#
zm<6sgI=IxsGejT1`JavL`_IK5TP^qRImFtxzy=0t!itOCx96~aB4p`r&M1zhu~%#N
zx7ACBBPr~a&SlpPFFPz=dgaS<)~mc976*Hv#I@1K>DfQt?mZqByLBqHdyxDptsZi%
z^V}`}72w8>Ik!EmFL*T9C;D&S-C*?VwWZ<zQO91Wo`pIi{$Xn@NccZg`LiDXZ8!VR
z`P2Ta#($ETZ3O$kKM*RY*xy>|kIX->{%0#~{-4m7;Rzu1+h1F~IXG+ty9mfm78`Tq
z&_b{MpD>vH+qE`-r!4!%bK5uj=tm+J8t2cJnSU|g0~q^Jd?^3~0s(x$A7K6+@V!?e
zV?O`{1ORJ5n?@IaLY4q9P=bIzz$pd*|3d}<8}Kgxz=V*09Th_VJgRd=2>Vlp4K5U%
z9|VX&QAgsAu%eE{SUTD}0K_f60q}*Zf$0zVt3O2Jb~EnFY~T)D&Cx6TIJqTtzSrP;
zUr*27L9{@MufG>~vjAY=<Ijjb0yPGJ!_jfEH192z-|q;uL^cCZKo39wcmUW#XT=1B
zP_`{x)7Q(>k_8s}<NAMnjCU+(1ORR8e1a@3|H}UF35)45v2kFf1cAjJBlfZApnM#Z
z4<*FKEaVS^GJ5a91sS@aBRUqmK~Tml$dUh$zy71lKV<TP9C0{00xYv|&oL2)BNpUm
zpnUph{60{I`GfMwql|qCpxh41s}IE=W`Ob}D5DSW+rt6?xWPhx+&+2~C_8|%LF_h~
zCn&psO=%GMH+k>h<T#K`5G)IL9*IecWkg2BS=!NYmUt40Xz8;r;n2RgxOG8$=m+=2
zMp$|tIUKVmItc*&q4UC7z><Z!wFE196P~nb)4C1zVD<l%{;voBD)oOC7TWe7B}Rk)
zXfw#N-~N^NuXF#EcjOA#r^dj#$@y2_-irWm?*sr~y8e~7S_l9}#{uB3{BQa!Tj(!Q
zad9zD>(?hFB-k_d(d`#1^sn?^7Wk{=e=hv(`|KCK@2|SE{AS<&J@JR)EEg)34)Qq0
z$6A8pE`6Wnx_{e=|JNt}?Y91QA79h<?ccXBzVEaA4(w%&=t!`+qazq`j3d#OjOhQY
zh5whQ{p}tW#DDZ_P%shC0qEWKfUz76zy^N<;3kUzSeO7j0{N@m{Pn&A7M{HA7OH>r
zdr$_C|MB_%`G97F|3X=eNXvz6Puez1dVK8B1sQxM7Cv+UeZUAn1EzpEU=7#->wpcw
zX22OB173h15D07ob^yBoIuHdM24aB(;24k&oCMASIlu*=2q*!>KpAiYxC7h+s)0J7
z0r(YY0e%Nw0X@KbKm!Z|<G>eia7984Atn%0hy~;;$Xdt-2od52@q+k6XpkL{a7ZL1
z8WImV2FZk+g`9^JK`ukeAh#j+A$5>ONGs$e<Q+r}`3#wc!k`9FG}H`g16>a#LOq~c
zq1&K4p^;D~lnp%&<v|OfSD@FSccFFAU!lK4d!QQV7z}_df-Qqt!PdcuFi%(@EEKjM
z77I&-Wx;-gU4h+zJ%GtzZLl8LN7xh`0XKnL!q>r_;Xd$h;dD3?o(ku}i{Mw`cj3?A
zZSZ&SVfdVmp$=AOt&Wq9ug>>6kva)FCv|?*Db=aesn_{k=e^E20)beD0L=x24`K)6
z03sQ|MHC}$B5Dz>2qj_+iA0(r*CJh!fyh0`IOIv>MdWqlW26H49yzJINY_GlgDyok
zR5w~TL-$ABYr2ng6}l?jFM7s$U+FpN1?olUCFy1BiS-`n$@SjrebHa6Z>#UBzfJ#u
ze!704{tf+l{nz@Vixw?fwTQGRcoAa}XHnszTZ^7AdbeoGV2QyR15bl6gLng;fz+VZ
z;HAN+p`oFTA=xn0FwT%?SZ4Utu-kAFWrDIt`Jy6FX{bx6yC?<flaZd$S4JL2yNuXI
zKN|gPBscnKtY>Uv>}kBmIMw))@qOb?<FUmii}8yC7av~CU3_hE<KlrO$R##Qyp}{P
zIle@+<mnQn3CzUW#M6Xsl4&9~sW*9#MxbrczUTw!v*>bkGkSRGlBI;D-z`mCdTD9R
z(w=3oWj4!vmmOM`z3k4ij%Cx!&6ayC-?#kC@*B$)%O@}^F=Wg>Ocv%Q=6B4rsimox
z=|R(6(|e|GR=`)RSrNP<VTE8t{fdt((JP%-(pP4!ytA?k3&pO%(y+-`5%xFin3=hm
zw^@wYMYE@7AI+DUlg$s9=bJw=S6i4^xLGhP@+}@)e6U<<>0x=uve5FG<**gj%Ev0+
z>ata{)t6PatG->8vFhfkH`e;rMC<+5`PNUYhgVyy4p@C`^-rt2zS8@O_*K+b1z*X&
zny|68*=}>n=AO-fEymW@mTmi!?Q1(jJ9j&#-4(lb90Etg9mEymTGl|<Y+Mty=F%GZ
zTIkwMYZ+^c*S3DG^EK(~=&!GQ-MP+SoyWSP>wa4I&VHG_zkP=NJ^N4VSFaCUpSxbR
zeh#FeI^-aBc!ghr_rqu4AK*W4ShIn?;nIe7M?*)7W13@?;|O6bVIM(2c(KuBW5C8!
z8=q{P-L!dA?4}!=)SFjt4&Th*+(|?egNR(>bCM2e3n`6MO`3Ar<P_(0$7#rUo%2EG
zYt92Mwl4cz#4bwLRjzwnFT3`D7&qKa=+@(I<-W)LihD2FnjAqcC96De9tS+GdwkmB
zuqAd&<(3IgC(jhm+HYXrcz=`iO|#b$uW!AIyt*l?D3O$(D8t?xy_3CbeRO=b`sDg_
z`kMLDean1@{Wklh_&wWdur*|B(biu7HU6>w4+5Y8egSy_uc=>Aqp9}-fk5BDyudd>
zwn5CGhrx*8px{fv{WLu77)=&p60$qwTFCgeE!(oUz53Sf+xTyvd}s7s*mq^$O>F;W
z`}yrX->?5Z<@;ZEtk}WWQ5A{|{VudLbnFMOA1?gxK5S#y$*_){wmTDdHtt%n>(H*6
z-A23j?EX1iCwzPOweXoefqSm(8Qbf-m%n$I?ny78Ya+-I`4Q@UuKUjKQ|))%e}4Z!
zq-$heq&mty>c^;$3{OT8W8{F(fsz9g2LlgE56&L~*$NKp9u7ZzKYB^@!RTj4%#S1<
zX^mMMb26rf>BPLi9FE-@Tgrm4cCxDC&>)!lE#5BvMEtv>ZbvU2olN*H;pfD~iP4F_
zC9O$1lcZu(*pg&;GCldpF{@+g$KIuQq+Cvgr0z|9l4hNDJncQln{zc?KmA~OQ-(vv
z`3!C5_RI&z&5m=9D^GZz_~|6-WbDb#Q_iPKPQy<#PB))%Jah5PTvkNZFJ~Rj{&;qV
zOXvP_4u7uj+&phTuQ_{Dwjc+Q6P?qM>z;e{{NnTM^UAz{yu109`C0ke3%f5g{z&+-
zq(HwQzM!Yjzp(1!>WeuSXNsbVe!sNk(oH^=e}+F%98s(gkOenN%u3FdObZ#p7ni*+
z-@RgU<wp@hbX3$Y{!T2D5G7@$D@xCn&Pt=DJy&U0pOtMcE4zlhmi-g-r}&@L*Tb&2
zlz&rRbz|L)%Qu(ZJbMec6@Tl)?eN<jcedVn@-y-08x>zw@GDI!v+hFfCfyyr7j>_v
zYDZP;eZTup9ymX!d}#krT5VN*sb*<S_9OjA#~;l<W<MUQjj8=u7g?u#vir%ar{6zq
ze-`|#xqfT?^9D-8Q<;bC@pISb)s0S#_kSV&a_`qozux_A<8PHs8=ESdH#OgtZ<bfJ
zkXjzJy0ku0xGTU_%xw+rzU{yMPW`>L<J*oGonf6lFCtzHygc-Br0ZzcmsgzEI<K?d
z7{B?k8{2*5E$;2jo=rV9@4k8WTW?73E07Le)5q$Yd4Ig$u>VJug{o{|!$7r~qHg){
z!-w~p7|oZDCkGb~@;}*qsu&^<{Wkpl@cWV2k@?TuQPWYWmY{ty7Btp9et7)LMAoF~
z<kczSlx%wYwCYR3405J$7B~A~ZtL9Z`NQ+`^R>WYUD%+`6&Pd{09_1$Er!fL11vx!
zp#x6ZU|K*33kd>+!F3QwT|NCpV1Y_w&?thzpm3Ou&Vm60Ndb=o@WnbytneNPli)qb
zRZR4T^xVt3)?04ZEv2;%uXfxUo1v$_Y&phs#aA}qb`Wa_8#iqxlAJuh@uGP9`1*xx
z`}Vu-AiSYR?Asq1#W=u<i$9u>n8eOJe&Xb*(`T~I=jC7cv7qo`(G`(cQYyV#cJ0p3
z6_t1IRo#E^<mt2e2HEq*UleWazjt)Lc-i%?SK0TzUp1iqF!Fg+J2pNsIW@hY7ig*d
zL#@9w`!{+m2K9o%;V?LIK`#h2VL|c5a2+c=Vu?pEau3sF)rNFk^p@Pqx9jw*9cjZ$
z_r|vBFI!D`_tnUPYJX_<-%~8(f2G-9iv3HkSAZt~|05ybaD*NRKlBXrz+_-#u#k+F
z82yo!{4*{6BbhEF>|bdfya)uYqXVK71Mt@jZHzYiAE)^@Afo(Xz6&sbLBP%gTMW1Z
z)3r`N9dciP**f#1kyb;~857r9!%?!&(n#B^DKwkI8q{nRh}tJa<`vaT0vt?o^kx{<
zv$#HPPxg}{I|yKw!uU3+KgU=WGp3cP17#a6ZSekPt{)C5D+wno-cjqAB3FEqoxCNe
zx+J=yM`tZiRm!Vw%T8sWj6Rn_4Y<s<(kQnYM&Rx}K8{>v7TMlsmVpc<&PK_aw8UNx
zI<g~A;M31xH8$a}dkayjFE3RjnYOfVIBoZV7>zfvCpieV-GxP=l4PFVyUXnnQ4nAz
zs)6L9n5YxG<pb3bL5{pf+9hn2xi*4c4y<>vBeXz%QDu7X(lN!(#Q_lYbZf<UZ{B59
zM?U=p4Z^B8&+?1)4t1Vo#27s`1@AH1rN00vXh`oQHb;dBDgYrJtDxtk%meyHgyTJ9
zLY+DdKR6@FWkU2Qswa;OQ2_!kM{{X5J6OQ~qQLeAL5KBZcNvK=tb*BDxn50PRE6ac
zC2Q*)A753|EPL9>-VLmdJeT+(s%sLVuEl`KXVGBkww*=($)kb#_&Uj&HP_+c;k=Z`
zYl2%MR5kY9r?PfRg+S5QPn1OYu9|bEro@@DFM)y7x1nTw{aS#NH*tTc-gXtA;)Udo
z3lS!hJnh9kRCU|1k5XcTN?YT(@)c3zZC=cnY}$BA8VdMx`PwlN%u*$BMwYO*2!miK
zWHi2`fGaTS;H8}fcj+1OL5#><+1m;~xR!}~_^I38oliI_r026_ZCMCIQy?ugi0m>Q
zV$6?pnTxAQlqlV%N^=L?Ds&x)wL^a2dLxPAp$v9vzIoGIw1I<Ab@P}a2T-~)jBEwU
zO8Y=pYM`kQ;Pn=ix;+jJizE?R5R^2Cj}Dx<H9c=i0r_P*3;%(Y?PshHTz$c*j%CPT
zW$Jn>IG3)TY5`IsSC0so>LOiWlxl0cdR(pX{pd{q9u=xqD@K|TX)CCJshW};FGPm(
zgVS5a#Tu>XE)uP~%P~_RsEEh5#R4*_U0?i=KaxI^wZD66qPKXu4YPzbNW;H?b>+bX
z)mey?s6lx-Kr~N5FuV`o^JG&5{<y|}i?U5ahH=et_}n2sz10S7{yIeU<X-Nv*D6AI
zNkcvt)|mwyb^OG5MG0(aBi0k=fi;(P0h08ckG3=d`z0vQBG?yV>u=7eg0p;dm3MKD
z_0F7knt<9Nfp<Bq)H!)u#Ne*Seq{H|&R0cIO1D!bzvS?<w=l`1X2azeWpf&g^5!W~
z+0Bh{UlWuhzjdwZ3;^_{Iq50Q)R%8(&I20pYW@m)XdhjAV1x6tB6374X&mZ4ZfO~L
z&(EP+*&Zz4RlzLzl_=a(0c#r;xi(qaBJv~AfYhu3SA{|MI+vtYFu9T0p<lz2Y5h51
zM-dz5YRD+exY#Ory&rW(E6O6<zQHPDQtvmdze)GyJ?#+h;W>><OvUDp-k!5vospvE
z%oYDk9h(pbArG;rwpgR)!jsDT^8itpK26ig+}aEKQg9q0%FzdK#WC}?PO>^UfMW((
zUW0UdA)Xji6bP7#LS4KJ-DBh*Nq9?5lJ=NSO<bw9LGIEr<?pv<kTheZJ<1}0mbL<w
zq!pQ|oq7vTDn1Q1=-4~+3WePMoM*N?DvqSWw%u>kitA=@0Gr>-iQVuxG~p)tHH%lw
zc%frm@+8lK%3w9hr3Xmn?Z9trh2W){+~6IJd$S>B;MU1uh}@FKbEb`{+A7T`DU28J
z)je4bXqpm<Y$FIB<pURGN*`a_;Xyxko0D-$nFEwc5|IXCqUIvYk$H1oKF_e+>Ha)5
zkIEdAVn5#}6w*Hu>m8Q6^yhqLfn=@a&QhXQ3~5o;Z00dLGB%LFp^Vr-oQZ-ET}p%!
zaPX6?q&Q9mSFFd>JD9!7KCt|;W=!O6S1aNR>>y6LUEHH0ICpRUevUCGaTe!eQEbgm
zCx0+>K(n5Ud&Whs>1v-JN}l8_`aGRVD4cN|^n+NOB1-x!M#L~(ScbbFd#M=(CzZMe
zN>&!YXPI6fp=K9djDE?^Yf0TEk_K<h{9w1pV!mbi`3)b{i}q@sYgsNABKX}>roEZt
zeHG?*ACVu|n~y@4Z+7_>C{)G6q=b)3uEN+GR&Kd6lUGwlmI(>so)K@`^LR2eOIMEI
z<MVi~1C}vffMpL#+e55}0l_W3h5Fu=jw6yjrbn}#akmbDMO8`0&D$d_imgt2**mMs
zF&`OZ>|(MWkKMv5+RY-%{Q&<6tpuP?D}uRM01>9~+hF9TW%*|RS_C-5G`?J#^6`P4
z)w2vB6IO{VHN*|J&oUCnl+!`5O&K0y)jf1?5*lg;yb6>B2f+7pvn7BtHzfs!aLSgz
zG(PSUXU?b1spw2V+XRQbs<e5VisRhJh+O)LfI3r&(k2~2W%xFG3^3e710`0cldv=c
zRN4jin$56bF^rO?zxz^|TmHuc5xO>{)AcG`-ys>>f=F^{xd-8A;C}s_Ip~K}dLKDp
ztmj<@D+=9$qBu{tK^%xp&X{^a1b`WxqG>f=wN6VIAk}~+MoosNYp?X!*}9<YtaF>p
zh!SfT*koJiX-1=TDdBhJ3tokk)a27}Vw&Y!F+SksUT*Kc2H1~(RitaGEF*jjPmL4s
zTVNz>cp6_p9|qbpO`mJB4n|riedvBFOfMgusqta*C&nesL=`w|dI-QBpuy47sdd`K
zo8*>Xi(<BQ6ejc9M<}U*H;G~x)riVq*4w*Nae;nt8^=a<6Q*x83q?(mp`~W7Q5a!n
zt+o_}F&LrNH5(H8GP`n6uZ=3PK@Q%#j|HtP@q?Qp)t)ADwjPXEb@~2uLMhB+P|l9g
zyw3E{!a50@X?+CFI!e+E)~z8I9DaI=;I=K(E2#58XpHTsSO$KDm?hADjO#71jG#-t
zf|?**^!-OZG13}K=K({XXO>yZi6n`PBto9IgCsTCfx>09Fd~J)k-9pqAT#SEGJ=>T
zM?bT&9dJ_Q@@C7bni**;fS@F`nlj9q4q;A>iS9q|<(LU#an7l67iE{H6$1AQ;KQ5w
zmH;b}n&GN!AHVZ+fPkna_6<@3k4cH@%Wcc^ZR{^JBw~jAs#LC=I_YA0xy{GORmY(j
zYsje~nO&DdxNQ?mf6w9ASa2IurXq(w_Poia$NdQic5b9Fq?RS2n|Z3N=ue!~odb)O
zuwI9+2yCIn^?hmcMPkegB{A4oDn$oJbfLin?2zwGWS_6}IFsr`t7mZ{i<@ktb$&`S
z?wE!Gf(J4RGPG58fNW}eRaR~j>&nn2Ax+1n31c#LIFg&?A2BW(9wM7IUgn63c8W|V
zM3}j4qNx_h;EWod_gr4??0y2<m#y;mB-b_$QRN}NdG#1ummnxNz8;7)osDXU!M$j3
zFLqe@3YvdRoHtE_I<eWbi6Jtg8{w?Tp|G0W^>@|itgNXrgOmc^x5lJ&*U5UDL|LU(
z^MM<dN}|S>AE!iD!DAWtsiR_u=2Z>OqI^9@xG$wlXqv$ulVH^CvqTB3B*bGv3^h+H
zw$kvELvA4nHC37pjw#RGkI`%-aZ$RfvK+jXKDu?*1BL)^%u+4$bMU?wdK5yc8}tq-
zO2f=t?TPFvKJK81tZ@bxPeGoG@f?61oP%&>Q5#5OLq25p<{U$SDM#cukhEq-3PIH>
z-u)&YJ)Vykdn1{49zWD%o>>Vqwm3%1Zl6{h#l}gLnCUnnnI)hEN^HM8EjOLI%}s9e
zt%qTO52?j=JpwOFAf=0@D<ctr9;B%&4yCIug2>&pC`ZA?L29pYZiAPN&e{m0k<t-?
z`wD;h?OIuAv>lwkx3~`50&~TWNnDfA#kw<PAV+3!5!o#J0NFWCN|#u{g#DbAwdUIJ
z_(8vI=0>RuXq@SnO6wIE$UM*?c{9h{S`l0kyr*Qoby{hguE;SDl$Z-cID@-au{lig
z7;F_U(6(mduaE~0jt!0qj>U6L!0Nv7@lx-H>l*ibNa~wT*3aYbF9NWmS}7Ky;Gmpn
zyeQ)o*C;?)$_{?sN3-uC&I~}98lS*&I5bg?<{Rs($q+NObW|FSVz^(hIxF`do6FA>
z;F#S77$IU*Q6TJ3*K}prL8#7c<R+(lrKv0wz8RzLDu7)T8l)1!TktDy3dOaOy03BG
zVZ2#2z`@dH*~u+Pa90m@3(QA5%P<NqI_fwx@Z}AA8+Si`n#OTJIR~e|>ME|Fn+>!B
zhvlJ8{9q2!R>65Rqt8C=;KcL;Fk*c@2~kbfM`CH=+{~7?D!I8fQ>z@g2EnVn(>~i-
zD5-A339(hxkY?*(SEc|@IjR-zsfFf@H^Fn|>@8`204@+6VdA|jAE<)IiQw4{1w26o
ztbyeZm(*g50vj?vCYC~ciy&IjNTZNUtXq|Rs8vy%$yH#wi4vu0y^WrA8{rgaMo5W7
z(<VE$jBpV%!yv+3)ujeZGgn4TjB{JcG%LW?mZx>CO*6I05xg)3pXOx6{v3U9ZxkK_
zqI%U;=wL*^&N?d~uj$=|gS=DRIW+49Gr-!qq*=lxxwJLw%>yeu_$=>o0ss)!(~GEl
z_Ff*6Bt(v6d-&mbjsd1}_i{U%^hH%idow)DD>2R8&LJn6@^YAY4A^3>GWWR$2P4j>
zFepa5qQcjQjSG!-*$p<W$4m!7m$>V@mL(EU)u<>)^>o|qW*vJYzZhjVXJxkkgjk<E
z9r9RCXyx`Lr~^(jn;p9f*(35A5cnp1h^n*voSM%$3}MQoe!J<7(ufF-BN>S#u)6b#
zYf<^tU>yTgB!U~M_K9_x#Z!ztefBgkYFT;yW~0=4z)o4T3u&%xcI3D50y{IwCuD4r
zb*Wp$+nbX#lecB1z?)&FUlzM06^BTOVULS0gBsIsr+X8}N=M%o1;w(cy-+XPL*}!F
zrle9HO1C)*QyrPX=o!CSS2reUW*0?$QyrPE;2f~x0P1GOmnu~jgQM)u;m$gTuo?`B
z6H1pB0M7|<31=!qs}~UeJTMj<W0w82i_11@PUmTjlS7Qd51T)h5THn`z|NAb;M3ca
zX&9+1GoTUpqJPvVxZd{2B{UF`DQHjr(%Qh}x1H|8j*tz_D<VssY5a(yV7>v1td{|x
zYi37$j7-tOY-&5eR}tQv&0%JKAi5X3aTA1F=&+l;j2A-!yE-v^F<Hh=R)980V}F6g
zX`zn1Ot^vwlfW!O;kIFlnfAD8t=N`to;KYMypzA9Y=~ia`{%v=EOyaet3v2Ds<-lz
z#Hw2oSdAri1O5Y}K9Pt$TFRYee28(q_Tv>ya#mP^oA!9mi0pu)oB$Nd+2lY>y|eXw
zS-EY<bPKe{XpgV=fSv7Qzi`m_l3-C$awa8t!IX{@VYOnk39n|LO4sALs+?daM`oom
zxx9+Pl?)(UtGa;`t!86G(t!~TIhsjE9)OVKRGjN<)I@(Fpcx#ZycRH6uN0T&0)X{c
zRi$HWW@c7!-rI6QpCF%u@JyypxAIk4G?Gh^Q(vavQ`BS=Ji@@D+y*l}W`^^gY%@M3
zRpi?zx)<B}f1xS)t>I|ptzHoj!EACtX{)h&&l+UIQ8=cY5S}h0RG(B~gP>#T?xL4#
zQdm?Mqd@6cX&>t?8gHm+XYm4vEI*(Q{d#WONgM_{>K$Dr84OT^hKjQmnrAlpwu77L
z2f)e!%yX@1nl}FY>XcjpAQRqor1Piu@-l7mIBZr{?)mUEHrHq<WYd?lHJj!E0q*p?
zV*14hPo)qzzAfJzrPc&CkS#kK%?pL$k+vFYEpqAN4be#V_0r2_Y_6bY0D>|a6E`IH
z^BuFBi#8x#8JrrYG06v<w8%98ursx-0Wo*Y&slVHrY~35%+<@@LB|x-e^=TXGR`d{
zn|(kqDUD67s0~Wa4qf?}PBz5|W84H4&&(dQAU*w@l7r8?>jVBP+*broD<Fb)&aU<Z
z>#qD9J@GI6<Q5oNMtC>q+nN1@caj5a&{fxoI?^-jtZz8eFpImm!Q6PQsN`2P(A}=|
z<vr>xFjZX@!sVa^QSeGyj%jequc~vM5+cBj2?hr#?x9CXLSQ5#5seDODvWVN46M}7
z_+#HJ%g^^}BT@cYf*dV{@-v%EKau*2jG%c$gqVJY*x=maJJgkv;}paqFFGGJG$uB~
zYdmDZWE8f@&MZmzqjeDgA)F!rtN>(ba#pw<;bUJ&Lh8vpTQfVz%l-nF_z$>?vdPx=
zbTSH@e>1JeRO$fL;{&_dWa1JZvnT+|tOvtSSHTIc!O8q&whZ$LSCevI(uf%(qcl@(
z-mCJ%OFVsBA~B^fsv{Z3>ledpM5@wm@5g9PSbT4xH&#E-OkP76PMj$-h(elL^wCD!
zDgjo>0f_T`d0W?U(8!HRju&^K7%yzg2!JS49!h0)^PGYk)&5(SurymUm|4u{E{eE5
zgAwwx=Vm;d$8@V;LyFpC5LC@&BrCYc^DS4Qa+?%eEiy)$l_8iizaVOij;T<`EDAfq
zrKQVVaZlUZAk~l}&&&qBCYPL~(pl%=a1%@Vt^Pc2YW`>DE94Brfuw|<1%4Y&ZmV&W
zl_Rmeyw{)$jx`yXMfL^#k8v(RNZZF9T-8kwAg=xrT-zvI%mb(WB2SZ(ZdxHY3%dIu
z9NQ#N1JLa1Lsb+{^=6Wv5>3tXPqp4+umn-E8o<gqX-pW8yx~Ye5=#e7YsbW}dkOMj
z56z&TgENx?vF3pgJUqVM#{FSeeqM`mTEP|gfIh4Ax7d+D*yEd8kxSawA$QzCtHP*e
zbEJm4TGhdcbqaw9b8DMiAo6mgpt`pp``3=bMd|z^q;-*_x+CwFc}49mXL=UCP9*j8
zAUv~i_Y1<ew`zwdOdq%mW?m5<p5;6b@PiT&9D~irvOLpE%86}(HWwN&Lz4;xWU?qm
zDL7eZASZ%|$0x>B{Q^@r;7#D@*b>AEXzYq`j4f!Agq$9vxZ=SJhADWD%k5*L7S#^<
zZ;3_Lz|BE(5e9P!<~Y%A8P-`7#PQQd#hUEEP+d|#2aR$HdDyn8$B3Pl`l!8jLzMNZ
zy!1J=G;6QfCj`!8x3r_sgCOP2wE4qs4|yNhC9AR2koC9%JN0CcQyY(&1%wksxu8Kd
zy*FFpu-v*c%XzGsu_0N(b4?V(y#0cG6};-WdcfH_JJgd?HRwZOv&f|W!bQ&;MN+rw
zWEvev_X!-<3XzeSL$gtht|>_~IOkFBUJ$PWJ$>V%^yk9Z4LF~bw~WlLLQY9F6vy1G
zU6c(eSDO)fYO<lSWLL#Sl0^A)oSC5wmBMamfxv^179RD$Jh1+~4<eAj35yi8OQ&du
zpZARxg+<<+2d)(w!VRvPF=9QM)_anztzqE65*@>uWw7LJMgGk6ZhjyE_-zagB4HSI
zTus3l`0J2B1Eo&>SsJ5T*JP>5zIgx+$A);jOAKO+*ui{A5#Tvsw~oupm-5&OWnPx&
ziqv8qYZzZqQjY28tdd7-$C_htx>^aA*_E@nfb63h6|s}&;s$@xOt)61q=jy$yU({x
zzo*#MenlmX2{XJyk2<XF3-k|e>nd)>3*0KYt3#f{RhUvZ`IC!QqPnN{wiWio3nPr!
zz%C~US;p+jo9fR;1-f2^B&sSm6=#o>DnaijFm$Lbt)U>tEk6hxF43PD_yq(*Zs0lc
zaIwC9@nX^uiF+GC7l~%c-uXUP`{+T>aztGE4Mqz1AWydD%>y5VFxQlktz59@RVfKe
zJer-y#n2uVvfTEK=@5lvDy3(I+oaSrijYNQpfBWMiXFriGPt#I=4T26NoBV{IgV3B
zdI&CdI$nf@b%OgeA#{+IxkDZwjr{P9gIR#CoK1D)F;Z*Fq$G<_z{mr%!PK%~s>~Gx
z*%W3y3<DvKOMrep(r-6tamy@JSpddO`=~u$ZWe_pG_(7_rVW#X!*-CGb3i7K!KP^&
zoD>kC9@)~$%~li(Dmc;ZYy79<wNjRsgK2i~)<(_NJOKm$b~*@fB)g1u7nofIhhshS
znybhxBx^1atY5PM$SD|)LsQ+BtmU_*hCg*tU}{+0_$DMzd%ro#RegGwlj`1Qu}Z+8
z#Jc6vGw^w2z08MMu8v!IQ7~|H)@9`e5StH>0So_;0Q0$apqVB2OT?CxBX8K5esE>_
z&{Jy4Vge^=TD1%<%9h{_z+qAaM3&lVcsOR~R1nMupbaMuZN0~%xTaQ|DrIo!wjH2r
zFvbX-7Dj{MGh&iy=`ZH;+Zx@^5kXYPiOf?^DSDLYgMN75+^LXTCu9c@-X1=vBq_6H
z7L1R`LjuOi5colV+xK9+0Ps)6DwOy3+QBBtA|h5hA;#mIy(L6Q7K4NiPcZ~=wo@T7
zvKr7zfYe)Bv|HRf5crg^-U4TaQ|7f1dkYOzrA|dbu4QSnaYxl;4rCH+geG%s$prvr
zidN{UU!mWFE-5BBT9^z{-acCqW)LTN8fgYTP3GF;*patrVPu{kc}(f5<`g0Y6?B1)
zdla^fnJz=?hT`RqD=|ae1xO-E-Ni9^F(H8^%mcf4%%Y$T-t2I|Ai0H_DB`BAK~@6x
zIxs1kV?LMPLu_(b!8~tQ`w1jOrbelAy=t9f8B(PA6+VKb_Mwn^&z?pFvX3;$(KGD+
zJgJ|jiA!)>c4!O;jr#U-RyK}HhMI67{s%pIiD*czMB`D1A=CyDg%Hp)&*IWrEE|$X
zeY1y!W$V=Geq^~#p<br<0G?W_p|G(*VDN^fqbxeAYdR(-tqy{1;VKEDd+ZSYXoH>k
zOb`HR#!m$|IC#6V6(gOB9CjN}H>jqptN}hpsXl=Svw^{UD@7|@(~9j=CWRhTBi_F%
zGQC{~ASuaNM-IV?nDF#jh7dHd5bhhIOozOQB+b@_KsFHVE^$Y?wZ9(W$4gYM_#%Ls
zrXQ9XcUZ{Y&w=7Qr3d^``9sG>eCtY~Z2jQ2nF;YKZVRMoQTu3m7V){vhTD@81%L+X
zh;NHl8Y!G*k#*Ui2^6*N;muBoJw$@}lqA$0soV-_w9Y{!4hkyThB_o_(3~$V32Zp|
z3Fd8UW<-ExKgn<~LZc{nu0Gi|)j8znQE-OV_>RrkL72@r-5x~`kFlXPIgTWR-DR_U
z7(T>tjR!`f;Fws(shi*<bIA%LkD;v%dRoFs<PCRy&xv!+Xa(w>9Id;B-CN+2MQLz~
z7b;!MqcHDE<ciF;Qd~_Ux;l~oMBc-O_|_?FoHGX;J;08=WtFucwW8)>)=?x$470r2
zpHu(KwEl)i8JBLKTmNJGsmt^2)1#SVYCjfVzzk?MVh&Lon7dcA=`25QiH*Bc0uAEU
z4z%3^UBT*PCY3I5O%8DlynHR(W<!jVe%diwLK89NV|*FJfu#}TKlJV_BFZELFi7#q
z*QGZH_Poh@aYuo4S3k!%g4=o?Wwfe5a6ARa6hr}Nl-m(MU=_EYgQ{UjrIq#+xBR1^
zkr~p`=A*JMW%y1Ek~N(YFfLf)cjP;aDl5$3mU*$=00is=5E$H`?GzSOp>WpL+v{Nn
z1}j1ENlS05v0=4nC4=NlA`u(RZ`r^cq#zgoq>JMg+?_)klMxzl?&nPBb`I1H2Gq&X
z$Jg(wcx^yeQ&nZX9A9E79>qp!!`ntYl;-)m9^8~DjTaHc;5=E$i&9>8q4nhYzM$Pg
zO}F`IHB=RvnfoCMBF2M`IcTw5>6@GDv)4EfbbA&|DNv>9KCmjS+Ly=hRZr1aS|LCu
z4*F2jLOu8`NVj=#fnXS_CT&_<awDqG9CRw>W&wF+pj#>N6Q1&e%c$D_@T5!ny$`G=
zz=h3j<$fvh&uu^2Tigca=pa8!>OkZn4@%QVCCNGpk<L{E3}0F37U~A)7I3oO%T*Nx
zCC7pBrQpdR2>;7;2zy*I9fw{@;CO1qN;j>zMYkDHlb^b<sM9DuE%m;n!KelgpsP&#
zb9%BHN^-YAh;o;Z#D)N3?j#rsQ%VUh7Ij<{IChl?sBRZ5Z27FLoaJwcBKH#xdHjSX
zyJ&p&u8NbsZzYzW-2I|fk96=ICrA9ZsLGMI#LbBkA{wA`?7)yChs#xD;I*Iw1PB|c
zM|SW|X@y1P&6+MQYf_Qf*hIkgeCf@p&7GVFoczZJJ2(zZ-<E8N)p=a)YHn+8R}Msx
z&n*c919f{1a*_x&k3lP!+5jnq<~HN1$A+du9`@-wu*e+cxi^eNxvQ5A1$h90^dA#L
zzwq*p8}xGSV|loznS=g_bh%pveN;M|ntvShNkR0KSqP&?DY%!GdyDi`ZWX{#fyDBC
z4I@!xeUDJ<9|^w6xXY2E14INt>9!I(_ql7qasn7#&LyLI^RTRXTy3M6SZW16aGDX1
z=i(+fIBN3E18iXud%&%f$1w1ZVNx9ZqSX8`A>0y`|2VMRR_P6bA#}V51D@3Ss>oeG
z9LWn<kERpo5=)5pm@s@yB;756F6XxLQU=uBS>d)#Jd!lELhuIf-BAcZVq21CqE>6i
zBx)bHFhTUXl~++4%nk9Wh4P7R?G_SUm@Pk;Z=p!9CCV$;8Yj0wq!Ns+)X&|Vfmf4H
zfatz#gCnm!QV4U&o(Fc~K1E@|BL(^NE?%`Nn~k&xYcn>c_?p=vOFSt$=AyDIJ?@p8
zU1+h+3e{LCl-|j0<&XH`XBkys{UwUs3QKbUO{3KKbpoi>nAmg%hjb|lN*osgV`>kz
zm+9D05uoeptT2c{qL+Y^b*?``)m@N9eH`kn0D6p`6p-As0xgTXn7ruijJ8w-Q+v2D
zJBrgMOG3jp3+|6e>IkQVL)1pOTRtaBW^GCmneJjp(`D8?#xvEUBq8EnSep+>E>iEr
z*$^8A(Iu&C!I8;X5iam1X{fFc^%kHxY0#IO(4Ti(MH=*wgVjcKnYjFOmiv>uB2Tmd
z&(J1G19}AFG*lUtDBJ=BzNcE}fkEhgPM~BN0J~RC;PvtYo7zSQ{MjhXv5Lp*h?~EV
zQ@2IW15v44IPUYmPfrjD7fJoad>&3$UUTfC`ka~LR;~Csc5YjZ5s1A%4L0Kdtwg5r
zGdhs)2}<W%`0XyYs#Dk7^#nnWswqa%(rKFDqKFU1!iu9bjjp)2!CVC@QB6jY8E>f0
zAqb};W=~`XX9bR}6*mO>1#@TZ0F_Idw+Bz#LqQUxrH=K0l_}_Jy0DU!n*k1}7|;vR
z?MRlRKf(ms^{(D*U=PNHt>9ISNl54wxo4=;ipAU(=MdxAWW}^%VnRGrC)6=iEAm{@
zDb7Jmvc6+iIxin0n6*=bPfaGZmcYpl3weM=<pbeId($(!3d+PT24E|55Z<m=8`!j?
zgenm3rG+|BQm)D*_9W0%p*J|_tL`rDl$eo9p=oZov`|Enc94>`*axnz?a}uK&FVb9
z!dQwlBcZS3@!gqkv%+{aOs{2-!g*j7&(KaQGS3H2B#NaLen@Z-(+rU@NV7UAfHbd&
z0hg8FH9kltRVbLN09we?w3G5(cA{G{zi>+#eJjPzJroFI(@eN@5Y4p>3qkBBT}@j&
z)pi;-tx&qqAce{s3|&_wVJ3kfNm6|lA|}vc^NPhKqiPQ!9F{F{&cZRL+8`^XpT*W4
z#glt4e$X8&1<078fC0xgv$EIx#hrxL;jAVfL*<RcSq8a*+0EY;F>Wff4>WUC8$eV7
zlB8z^US?5lkMAfv$zwB{Y<w+>T~HK;ICT{V^6<Vy7SfS}B1!<B6AdD}fpcup-&p~9
z%MXDRK9`4*i8J1clJqgj+P0<E*5ja&p{#M?=6(cU-x$?`OI*grMM$m!jGB~W9W{Qv
zxQ$CQ_mDJ#teXPYD9BsSsg^)iSI%4oz1#pW$`1-ei-^dp6G9%I43UG;M7;r5TyfxM
zsg9|(34jqX!qIdp(u_@`Bgg8O0Zq0<&DPIKLL2`}5Hz!GSjq&uCZ3O~r~v5k>;1nd
zA}pHoI5>`S&|?sc&=b+13A~%_dd`X{q`TtDNYM87K$nC9$}SE{Hr=WfmDSs9V4Mza
zAd0$qrv&YrJ;1Ti8GIro@<&nAArO!H&3R)&C1L0$8_*^7wWfE2?)mY#e1K2S^o}m9
zhruHySfg^lRNh$*l=u;~^`=BI;2q0AnomhwXj$Q=BKMM-^{!u9c_+`F4wPV&=ubF&
z`k+4y#OtXw11Qg9zvg~0(n^n5Q5Zs#^sdad8@L1zk<X;y2CUFH7X=63L@-#K<>*yQ
zLolu<r+{k?if{%|R=2kETY2r(nHul*1TkPl5U1vgu?FL!N6FuQ53*Uyz?l8j=Pp6a
zjzV4cX>FWLxfR5OB5>wY1j1_U8r>>j19q-SLI5?{%WF4ZfS1WZ0L5usI5s8*JzZ}r
z*K+vE8AeZkkz<x)`cP50y&igTb8;KYw|&H`HWiE~keh50#SlKdD<e^~ikqI}q?7<=
zV8G^PbQIF&+|zXOVr9+x-ADYwMzj36JrhD?LVvbrfJ^Ghg2&)`F5dR(AVh!-L{sl<
zSrl#?om6k@$0UG05X+w4B5zZfdBrFftM4&QgVZ=F=)?)h;B#<ZqGeaR+F>A5${M?7
zW)Zb#E?;!Rh?>vY;vD2oV?4cD3l9G(&|{t)oJ)OKvirH>BM5DBMM3WK9n)i8K;+HP
zU5@h5T~FQ59m`dp8@I`Pk;PP|Pbt7qE3i2$0bQKtqEJd;%O8Vrm;A?<(ISCUi)Eiy
z-EoP_)X*TW2+b9>{?UZ$aC#=$ZL$d??}=rE!N;x9_dmE71N*bf9af|{B^>)gL){;2
z!l~dEp`Iu`jUu0xpc&fQ*_FPiMZn19hseUxoC2ku{)ptZ+aAryA=JQBMwpHpXT$@e
zBA`-`?65J=d!AYm`B@l49;7&D9fh#YyI$>?=r1s@8Nhy_0S!hjqrN;Qbs$OY+g-Rw
z2KFY9+$D(0)(1d8Mo$QPOoW}LgC4X85O26Xeh}>Dc(S2$3>drydRU$1&aj&*57S-_
z%m>fyFTjY<KqgUKXA2vX$f9w9;Gm<-X5(M9Rar|mKW-u;bT(T^oCOVBEYq)t5I&*q
zD1Z^F$HnGV{bxD!Q3<TvY_6ipdcnq?+*=SOUsX_2jjM_VAIg$Ys&*O=`e9*so}DFK
z<A=Zt1nogkgQNXi)>iJ97N-^mASFts_5;z_Q3CK*QC#AOr|5#Qqs2}3c(Pj7aqdwC
zaOx3*nSEI}A;N+IOkTSfT*z^Z2C4S}!ni?!?670);ixq1^ta#(E9e%FiAL#RYm1Hy
z((~RNgYhQZu9p(nBX+zL#TPIPwjkg85eF&WR2>+&EFtq=B>|dJbF~h6)1sr8|0N{~
zj4CKj)`3W%-Ml@<$gK)=lT|uP-HTxoBsZOmWU769%o3#rMmHt)L?MDl0VAhw`SC6Z
zBG^iAiK#pk0mk|AZ=~E84znl3gFZlPB9Snz;_l6LcbrlCsz4|Hks8bgR-R9y2J~-D
zuv_piG+p^Tr`GIVd5tZc*(rf8%nG#3oRl&uk^n$;G5wbsrxhH8(SeZ6$x(l}#jiD{
zgS;prFgU33abN(wvF!a>$X!utvM#P$Tc~uaFewT*Rb?6Zh16+$1xZ49qbukIFiviL
z-k-k$!26|?U36u5xcdPKXk#54YScIZ_^7J1@QXAB+qDw9EYJL<NJEyfyc*zridZmM
z#mDnfD`Ju~WW%}C_8y0%dOJ<M4Y3}uw6+MF%fD}Xuf|Nx7Q7CE#;IRrIX2^xY;UrI
zsXbWGwG%Pwr|Z@pPZGlC=r#6s<|p&%;7UL0(?<;QM+PN1Bn6x<DL6-NtGXx*^a%L(
z%>yS)MOvY@_DT<sKnQ2~=JMICwY{JL?x7VCs<nf@a?nS}L6=Bu5*vl-JRDw*C<Lc(
zbFGo0fH$+kgWCcH@i-9%;_0H8TJ<(7z2{<=Y_(r387%;NlE_qxKCT}`?9b2E_`osH
zJgm~9*giF^H>bA{*-pbA1sC_sFpg)+4uk^W;xjI6GAPDwToQvaqMqdLKhNd=ABxUB
zp6UOO;vXjK;*v{6=2DbPH@C8}8TsbUTq=c7lu)_MbuJr9r5U0Nu_@+~P$KtGF)HSk
z`+b<1+uY6V_xb(7AKPQ*@%Y?c?{m)cylnw#TEPiWAI1)dyMv=hp<1|_k#|H%zjYM9
zu(;#CR^R#ttw;hmS+?P#bgX^EHf`2;lb|`KmxaK^Hh5oVvyFVPZSApusxZq`Pc|sl
z+N2Jip{H$~7(Gy`6IBhKHf+n$3(h$6fJ`FzxAj*t_*`krSq%B%v~abS)3|UYo(gCY
zYFdF4`4WqvjSJmp%7H=6!(>B4<v}r;I4nBVxj=0{)L>fqQzl-K3SW``rYt4F#oDOp
zdM`vIhmDNvC<oynhKy;CC-l7@?pBYq5-f;1(HRL>z&a}>vIxx+YuSmQtvQ_By1~#?
z1+YorFi1TUw9+D}Nze)HSdpNKr!=qSxXY}7Hx6*?<Xn2q1@Ocpfhx7RDzg^W>7(Zu
z+ChE_>)^Vc%&yZS4}${GXq&c`g$^)$e>yzw!lpR*;kO4G_vy$!n@Wo8j=Il-lTk)w
z$**R}CJX%_!2I}?)hIXwtrW7V35+dpty^TDTpV)UmvvWvh9=uekRF+2nGM7?Qye=o
z#+Y`x&tIc+j=a%|El9W{6`}y2zbwGypsCj=E?>1X(;_sZzlZkhL&sh;(Y+xb1EXA?
zh;O^@;MM=dW{T5`UB8?wn=q}sq}IE7R&2r8fG24w-nJpQq_QzHz1Ye0Pcu*<LG#1X
z%UCyGIwFhD=xC^-9KX;;F&CX$p2YiyRvCj&S4YE&Ro~r<rWRP^xG$$x<haL<j6Ldz
z8w?4P5qFjElrJixx|<e>Ex6Jw`dUp^=x}P&Z)>C4vgiIsY%I2~7{T0j3D*!v=l8-@
z8qK@ovh3JJYyWyP_xCIHJ02E)#0Z$v#X%0QGvcv(z~fG%X(WTbu0|_5{lOc?GUe~h
z!HztU-MSbYZ8;H5$M~S~-cPzNMfq9!(l=>1vX^jQW`7oEDCfqUf@`DtjK=m%aqyM`
z(;`4pe#cL2^G>yYt7$x?M|b64N<AF!+(FS0z88NdX&iDw%0ETIbvHDFHtm@oW_WuK
zP<<}G)e7cC?-rdkYmRKv9nU(}aY?JtNcw97>@PxuMOplkB|q6ws}s2g{IU^#Zk>DR
zd}>|dwnmi31~ufr9<?T5^pYxKec@^!MqkC1ZE*>fh$4nrM(Y@Y1NQn3ek0X)BSo@N
z^9RPs-Fgow?jb5AlZ1k&g(sBj!HpAPMNZ)!x1K6s?#GXtyDxae(Phv6#>{*u6n++{
zkj7evNUzg&PgbMk)9_r@*dt&X%bxM@gndEHprxl5c8kw|-!gizZdawT;6mIsd;}LF
z*7pHFEf~yykH-OJA~COWMa%5Tbv_at-A#Vq6#xDX$2n#yJU`bkYYzxhkN5->+_-q?
z(EE30x%VV#%_qyI1;g6zRmvwgtmamC;JcNY;FJ1umJ?eS2f6vKt~!`WlhV)F)Xj)<
zm&bXL71BD}g@0(HUiwIjPmP8H6<nU((hAz6l7`uBdS?9XjyDQ+(R~|?8{goed5-Rx
z35-2J1{(jM$KoMJ^Z^f6+y=JfW5pQYi>DpY(r=>MtZnD1o_SWr>88l@oIQo@bdBzr
zfi4&HhM8p23HQ{*XsuZhnJ3fRkwsrhNrd(h>Ltnd<<9EES6+o%#q3_)z7u7*4h}^=
zP+PNs#jI&CWr6IFb;da|LBGh9U;68Y&AsRrXn`Co7@mo=5u(`Z8AX6r^0Emr&4%pT
z!WXoX#T(hQo+&BQ#e0A%0kh?K3eTdwuh;!|0vJzN%YyheVq2781Psm|4tfHg!PVRw
z_<Ck^b7p+w3xE*Nz$XL7a6N(*+FisX*@g!iQ69ZJ9)T105(K0XnxPD;&bKRk2LU~t
zn33;ra-i&Q0{A#-v=maRYrM}W03yT*m*H6|A<{b^4SKEPcS}zY*H%ES7#?w}(#Ch7
z7I){k9@;)AqGT3K4(G@|fk0@|LdwBSO<B?=;+&|#w#SNm*1e#`*S<7rrELpH(pIvl
z67@1AVgum97Nw1AGoJCN6R<)F0+JHVb4L1fQ*(jwbW(XXudtJ{w#_2HptQCXun&Cr
z2g0XfU9@-!LK<d~@r_CHrE(CWEe6i*%oQgXG*cDR)*2BR0?UTrEC#jhc%!(SDJd?}
zqAKL)Yifj`F-&n0;(i!=JuPob{Bi3@x~I9TOv&i~)1Bz_3$mtaW}O9chqu}zJEDn8
z_nT*QKx<xDX2q8nZ5Hpe0x0pMh|h<snL?2;P|!3t(1$}f)JzGs8Ql{&AZ-MCe!luU
z%5cSjj#mUrwYtp3jHH1iV<ljMq}0@M0g=7VZBx^$Ur5!Dj_gmb%O*8O3PEx+CtEF)
zR~C#t2=3&PlnJo`>Us4L*qsE>S>@G+bQ7(7_0ePI0I#;665l#il9r?SZ~=_ECq^0r
ziUS4bh18Yfl1Mn&<pxy+Yf9r=KNOhKr+2?=bJbLpt{cVqXQwfv_DM9cO?~!nvw+9g
z4I5WQzV=wetg?XqLVtR6T01+{1H#se_BOZ0@L|n5IT=JEsK)VwuQkDzuRy`kSjaFO
zl~*I>qsYRr43$0?p7z_PnYKD-*0i4EdxhZ6iAdf)uBy$okwMTs&jMilk&KOA&_|M2
z(jLKflnDY1Z(EZlcBl9(IGt%1!F-fKI(jbEX;VB6wq?ETxF#;3{~ER^h=w9pv)G{T
zkb39vVeOsZEJ+$@&TDghV-4zB{oomVgIF3>hlI!)9o_X8X$#2arI?yWgLy)b|2S?r
zw6Qv#ASxQd#oK!*7E!_cGdR{k$tysGv+btM-EhpLJ`^2<jyo;94*HEsU~qa5AbtOk
zo)&83<`WJFZPswF$wZb=;}wnjIeuuB`^-I{$b@j%OcrZ|V(Hc>>+N_NLNqfA6eU3>
zqgA)0vqd@=D&Biw&RC7!oo1B7Zh-WxX7S8Jy*rXXf3iE7sR_IVb5Gk!s4LQOfM&d>
zkM#bG!@ajH6eErIEs(Ne^?+@U*pW+TWN-ef{W`wnvRUW`6RNVy9tTrj)V8jQs&B;>
z>waflKPx7!NLygbWK^CBe)CBY&fm^NTb9yZol{JaKlW&L;wApL=aajG1(Y0IpFu@f
z?!WS$fSUumx<~>(M)lY#vfDQD3`AL73;9Kn-JP5v4?#OxmvSNTKU3QkzNyq9BxoB}
zHw1X~bh{qHC8xfYn!S6WbLib49c&0v?JJFUH6gbZTCtK-o)Y$j0g$n~;UD9=*4p{E
z+!6<36jN^5!P)h4i)Y5dy~pk1!VJ#F`Q~H1rH=CVx4pfFO)QNXBSE17KC>-4@g?35
zczOJ2M3*HD)9JC#!<oJ&&Y=&wn-!d(Xcy-Zuh%MCF0v@K#DOTB9SX}as}ni%u>1DA
zZ@rnX=+ZG_(42y>+p>M~a!>l}d<@&k!|BG<dyfV7>Gq+2m)wA_x*-jw<3FDNej!-@
zX6mu(a-Pq~DnE7Yv`2RtJyh3bPW0ulw<`sg4WR%<*$>L`qrrS*H`6EdK<Sno+OfGI
zF}E8&^F7n7pkehn<#ID8)LeFE#fy?jKg=A7z9!2!j6Q3xOy3GJDB9-Na5}^!jz;PH
zE0rBq+};YzSye&R9=-7C>U^kM?J*PRpAK<V`svZc_zXQyG0wdS%8*B*B6|7XTgH;?
z@9M}?apIHzMGyL;?cX{=Sal3JQS@=$oGam!zo;5ZX1*E6;QH8yZ{Okv1oi+*tCFl(
zKsRh);5$O$KTGtI;&Rbhsaxm(IeGvR2EK2K`-wmYD=SvWbDG4%ufJJ(`i+A9CpLb%
zlD$OpiqfIc<@;LE=@+*{$B+7m&MSTGhbQ1wEzh)$ru;*Gu(@m^FCc`uZ0R{3L!6jk
zlmQXZn^%#ji)*H9#o?IC(T&53&glW7Jg_N=rtNRBpON_SSMtYv8AREyzd~dNLVJ$g
zo4@+ZQbK_2r?=MX>3k``cI)TBXU58>bR}mu`?RX`%CP@9dQ&EI6R;h&G5$lW@GsfJ
zWrih+#HoJtZmG}Kq~Z=XN+XQ{UCFM%z7oQ=!Qu-pxC;GbzQMNHj-#I)oAfXC!$mNp
zb>ptvjyvV*FMpctvnw~WrEMRq?nUtV84r*$(HSe5e{Ji4#71LqC)H_#&!HwV?`3~^
zrA3~L%ae1Lt%fR&D2j79(!~a>gi(CpO(<sLK+#!6`GY<fePS2&S^c>Z{|QDcCI9Ca
zrw*e}4IH7N&2Tlsyv?ZWAGLU<T~cHJnd0Y}m4x}xaRhW%dvy2JI7VApMU7&(2Z*FT
zd2|yO-k}!V1g>cpzl6%Iwa8wnFS;LO%BRJd04I=J`}ctFF=+dLaq?+%gr9KQ_SXcl
zO<u3b6vx@g@7DmAJs^H#+3MFdXo}dYy3st=M%4c88K*-fv0R#exUucbWA{n<)E7tw
z-{BB$s9nN_LF4hc#=N5m_a55xJ`M3hPDSd$U6l}56aa|WN|BR@=F5b-ZJNYtp-M@*
z);;e7d1u}?pUE2{J-#-*kYfWR?K2rvYi!ewrZ`n!vm+2xHHgBywVUG^{`%$G3B8KM
zKyLSe<I-0Ozo;J`bn{m+rTlg2xtp`mF{gWzDn`;ZdHNSvxlL!La#oYP<v6VCu9evJ
zF9}#W-t*kU$iDgT6WJRvKdt=<T8Tc4lUnjqdw_4HR%cP^!}WDk{#37b|KXJW8TB#C
zV7WlL99P7te$4yui^a--iImFyPNED!1+TciRX4hBCbT<G=k4#K|D@lPXYvJPZu;lA
zQ*isGdY}cGX)s2i@<^xbs|!#t%`9vhsEsut<A0<<m$P{2;=?8Ls+OP&I#8f0MsZ56
z*-b8&WF{I}mH^~r5b=XVZnK0?N<6}*&N%pXZi}km_wAJou55u0LEE~1w1X$JNc_Va
zd9F=#>K)O973%7TgvMB(?P)n-oFk~8xXZ^HB>1wySqqFzt11J-L-(aasB@-pnJxmR
z$kdU+$q?&L7E&hoc%<j;D1#s_(8w=r?-Y~X|Bf7<`<dTpIWrf0q*Hl8Bc0eL3|pbr
zuQljE7Bl$Z*|N7WDC}-TNnkxFp}WQ+ww1=?%@^<U;ANC(RET(%Esu7r<3T7@78K`n
zLXR7;JEFP%RL~nCyhXH}R;Ep5meap0@u(VgC&{doLu-@<=n_<y!|vn|@qpc{qTg%N
zCB=bi*I4ZUu1ye_It}K64%UJtlo)NoYB^D-Sf&Z&3=>_8aOUgMYG%<yD_%|`#?unR
z)MtWf6rjY66~ZOy)k#w4=JW`A0GGvsl!+px;mJze<1RX|d(k~La-&-v@!f9^yo8Ha
zFbiaV6Vt%dg>TD+KctEb;nzfvKm-V}2x&cVHsXy0BL+9XebD11(WXvnEm~#BEi0a8
z$@L6tnoMsda-1NhSuv{wA&1%s+Zyi!#l%!gBTe2w@O7kZ^E&9yuCWc<%^~u!j-W{D
zrvynd2gK$~(!ikd37OrM{RYjf;bb1-ig?Co`vwP`It|q}IymGM&2cdJW+4~JZqWfo
ziZmamfyzc;vj#!PmmEWxG)a2wN`IfRztsm%H`Une`hJzRA+bE|Az;h1Td)T#B<YC+
zWJ()RO(t6Q0OY`uCi&_h<y<}YIB<Ji{3(*zkxWz8G1by-1nVd*e}eKlk6J5u>M;1<
zrO6oTmOP2!*S>bcfCNGp%A>*^@0;LR%f}vB9Ob=DclNxmxR_f#)+zIps#@MeccSc8
zp4CZW@(DY6^nJ=7viWKGEp%Y(+1x|MWOho_N$y<|KjwDVTG7#N{C&*+n>q&X`-i+N
zHDcnza-Typ?n$E8TRe{2zWMRY&kQ@FuUIr@wzBQTNH<uE=2Ul_O?{Lkm?n=zV$^hJ
z&4k|4fPjw)5gogyN|PQ@b8cYBx&L*~s_HRb%f2nx&AC?aY^`0F-i&}VNtD*)G_2FU
zF-*Tyo%YagkN!W+W9$mG&$m8%1=4{7J(JG)`(#!Za{nlJXg-iuu=@R5|GI5k9_(=V
z6|7}i#+<_aEb`AqY@2nG$qH35IyNf0=QNo2!F9mavRZLdk0DjA;?<pMt=d~Q%XL}2
zkE|O7<>VOX-O9^Ch%6Z1)IfnYu6zIp$Od@`*DjD$JUNKM8yHTm?g(l!HPg6w6+Jx2
zT7XA~z%QiT`B|w+QSNpyb;9lsIl=Y2@_r^tc}Tm{&*C(%$VP{Mi?lGy2-!t+47E0C
z6SGABCWy6dVa>SrNL^23B@Tg<%?ev@q2U4&Ys`oG3aTaNwQV9mfhL94LE5$oW?z8-
zp}U&haA=u$Iea`VWVA!X;hxX0Cx`y1!2u!5a01&|#e{RGpYf}bToFd~PusNGU+;eS
z=POay_lhr#%4w!+&M*20QxzjG{HHE4)phf10x83cq8gv&`EN0}^3ujZbl`zQWO6#n
z3wJdn?)|^7b8}~|cV1+}S1p95bOzidMK5FH*PmXKZzFgPz}=hw9Bro8hV}e>Z8LOk
zv9ePkwV#7Cdo-ntUZBd!hH;!~J_Ivqf%+$FD!%<YiO?yu6D8<)$4fn};`IutH_AQp
z{b~E1bH8=mY)yF*iHU<f!tRWL1AxPT$HPIUj@n6vB>f(<^GKV+##7S@$(ux%wZxkk
zMq(_}29x*jMsHsyX?Ugn;C!oc8(n-_=D?A9X?;H1-=8Huo~E5D+Bj4{toS!|D$yIO
z%sxN#a#!7`G=AJ7<kcQ9%NgB@t~KwvP%=n5teS#Wl-%(eMo4dJx-E0BC+5RvoBYSu
zjsA4*wrKF5?)lZ!H+L>Y_G9hJrx)>kRSin$_JDx{Mh{sk_*0(T5frxj4c0gH-<^-^
z^1TLMI03ZTRn9@#RjuQ98^ccppf{EdHd98OfAt<t{`{@HuJvR^ydtYSc8d~%6vZFc
zTGIP?<M-ogq%gsGOzYQH$feqtoTRj{c&X@(eA~hZ>5bjtlRdhUT?ccgpDB#)0p*yb
zqS^xrKE~s(u91vsvg!7XnBr4ojKS@BnWLPu4@-hWZ4FuR#m4*5&otwxUSIOgWqBSV
z39)agqNPi@$|=SC4zjkEL#p)Fk(7_ziLFC3?264FuW>KJ2c*)H+I}&MK8vrGr8}%A
zw4#XW0dw0Ixmr{7on?AO_U6kyAegMy9bahnIs8@-8aX$oaP_X5X<gD%^#$6v?MllH
zex(h+lajQ*S$L$~w1|2@tKh|$J)rvIh?O9woBB_<_dK)S1bh1s)Zv$64$OZo|4g{Y
z1(Ct$2WEJ`AS0yn=OYF1VGT0jfd^mR(F=OuxZGqV%v`XZTj=C&#jZKI|C}MRYTe$V
zwk!6dH|8vkrsMs3V>&zzjE4B?gzMN1%6|hbR6O-!rsEQgVqiN*Z3ktu@$9zJyK;ZB
zhn1a#9)be(!K>{T&5zzv;a(2;F<`QLWG#0S0Mdk%28WudbJX657Fif=jDFZO_hefs
z6tMs)a$f%oDn>{s!z_cRL$J6^;NEKm`H_9kx7D1lr^z@_3jWiB5mcl-{I96o-z0{~
zajw#Y16&_y=bakd0~jCC>5eZ($=Nf4-IemIH_nwsn9uLu&Syb-2#D+jiBX1p2X$P<
z|MskF@1jJ+J{GKWDkmIE-x7&$g4{Y1Uq8avH*RuPxAzZGDo+MXgoI5fZ(qT+zdDAP
zTd>y5HN<mQlk>Ymn_uTO_#?_S51lcycE9~lkSIxibMWl#_;x)y<9g#e0mX?rhD`On
zlE2SF<O{>OS1~6em$t48wEcc9QGW2<vx5<iqi(C{jxQAR6l(a={<^`-8PYW%&4n)T
z_xl@5_8sN<lg3y^9-Jr@mI^lgRbp2;^yvZ5zUx<9DF)z*o?J5iu1~Zdmg*4JBEJH2
z5v<^@eu}$%F`5)eQpa>EvK$)=IQaUb&)WM3P4fQq-8LYSCf}+sme-2Zx^>Sxd)n*)
z?^!GXIT+OM776!lkcXn*SsL(D(8k%V@!FkAa`VGn2LqoX`MH=2sn-$HIxa!Fuijue
z$GyCzSoYLdb$gGceMFf;V&I>00b-?^bTC}ni&<5BY$Mu=4-+s+OaGx67g)5Fu?MJQ
z?fdVxcbOc6s-K6AMs_je3;e^aX~T&!|IGf2pz@L+KL#>gByR-SHh~vWIYatP<i_1k
zd%%N@3z#6p>-LC0%FT%Tb^U|O%gRu8;;n@TcB$)1Ldu3v{%B)d7eOX;HB%-%?zC^b
zrw!H^@Mjx^xepV3jk<Fou-N?*<LM?{HizG4#5<+4Lan1PHEPehAaj;9$5?ZmZDpIB
zCc%|lA_f9C&IN!Dsrul3#qK1MhFPPBzyWZA;8ix#OwS|CtFdCWZ3644aCieRuTHA1
zv9F=du6WF84bn=+s0||(wNH)*)S0YMN{})z^?Ndj_f4$EKmj0aiBc{fjSYgJ?X|(I
zB?Q7|nHrhffNjpWAeJ8g{n3MZYBWzL01U+$6+pAW2%i#EI`lZ-g<70JbB3sIYq&=^
zwj=VzNXI*}sxpq)c7^v?MhmovHyXr$a}lfAJYXNg_mY%WU;TA<_X~oLpsEmd7iU8<
z)V`BUQdg1?7$?=nL6XSnEFTY`LxZGkTN9jx3f`VZWb8v8w-n|lAec*;Faax`-UxBm
zrA%os9#S{K3;J%1MrB{(dIoREoLRgrIHevBzn>#wM)WnmEYKm6W|PPT^T?inIkthv
z!xzj;cfSB0%e-wkA^nxESsm-tHOnh&s$p5jB2K-lSA-o81VcvWQo)%Qn$~_>Xj?hM
zZ7FowSPf+FVM{d_(?9@J`xcCabL<^?BeLIVD2SvK-nt#1R{dCxHS_D>*<(D-RGR&=
zv;#xyN5PSA&cPoV-suDme04l*<hXfoW7~_q>fIkdmL3~PJ^lU@q80fJnMHq4(ty$Z
z?Pc7SyY}K#%elT4Z<MbI#nNj$&S>r1zZ;b--J@lX{S7NCLxlgmzNo(eaS939G7Gy=
z=^=3J+jY~rF_#j<KFWNGmZ(u)i#JTr?t9Fm5=?u;^+zG{J*C&HYrb^0eb2-Se#jj(
zUs7-sBSiSA(T{9i%MUZ(cwQvmkiYT9hOB(dwehP&=3Pcq;+*|B)5DwUv2ffh#gSOu
z+DhZx@%n%WWuKIeXxee?+Ev&_wr2%jM2oT#%p|1}2IY&FiAOHe(0^+Df<{W9^*g8_
zt!IpK#6a<|B=r$|mf$*qTr2up`gq^(#thu(y_^F&0Q9>W7;`Up?JQLAlKpjoUDTgB
zmL>JNn|`B8{=GwRTZH#%yy?U|-Yfi~#+vLw$7V1*RwN(4a@BLA{@mnQ^#Oh6>8zt)
z-H3^;XRbwMRf^1Ig<lKUy15Z$9f$t0=95G~vY(&Y1KN(D)3H71(qq3WX!GYZUpO*e
z#n{QMZ!O*Vj@wdWEbx^29T33Azsmr4aY7jZIq$5X(3k4r`B$EN_}-L$GYA#SSc}=H
z)p%_YD8a*c5O{q<)}o2F`cZT{V53%BMDh95Wjr(ODERMX{1Oa_8gNH6>u%e23?$GZ
z6O(#?^#arr^rW*da%nzrfrA}?S02c@m$hGFTrYD8;0<rN=KUNmIsw%^|Bui}-`I>u
z51}m=TD$OIkcV;jCl~s<7HcUP+-oXUEb;U1gMHpo!Bf``X+2-{qn5#jExOjnzFKL;
zhB^Ke96xu1)9QVi#ahotH`U3>2%?(?ebCxriL>D6QZ4Ymk`j83w`N{2KU$T%!rH#|
zG2hcZf194?bW~AZOO%Yk*L0^(xRQg}BeJh_n&q(d(#tH&YgBZ~y2A0s^7pR0UEg{1
zt!h2q0J7EaM^9@m2HbimQSA99V==fQ8FX8RbN@=msI6u#1-GJNblU&O)c@Ujlk{s?
z<%yb1S)K|*;uw}E9#eDu1m`L7;qn^(uxFy!koW05V4STqP`o2tAorM3)2Ue@--}4;
zEc)gB%!=`cV_BGkis)08<ceY&>|czR{hHpy9QC9uDwpj6(|SG96GRt|*;;U`<=|n&
zf?40s&zlr%=gAEwCt~P`-7gXY^8DdLH${r=Q7^;JHE?$FlA(2-Ej(~G$jn{x&JAv!
zQ+mxAn#hTlN)yC+6Mp^r)s+UtzFnuc;x%#TNuiJ+)b7Yy+QyS(+hHDD)bBl@2a(AQ
z?-TU5j_7(bbt#tpbL|U8aX(u#4i>Vje9Yq>q)<GXbY}7uF}~clv*vnm)5F%csNhxU
zO77Kg`!{!LvZ}~G$GxSzzMl`+{rAr@=MmA(xaZKLf~2S~E+WK)sz~^PBaI@zT}5Z^
zN}q`)R@*$XQ|U#Lwi(300=C7Cj2lxti$VPBP0SVPV75c9!Y5*1ajQO)442~)cd#}!
z-5Zawd}NKJFO8G36#2!A#-Cpuz41;ZSa)~_t^G8jJ!w4zD)V&H_RHyr_c?}%r427%
z6I{d2ElbqTYy1lr#6f@T0WbRZfS)gZMO_Nr;Th069(pM-`rlmh7D?k}=H#QNUtp=G
zVxo(oB0Kw0`U{RVt6xgXb@;88Ds~-lSAUD7PQFx8_ZX5bwAU@j@#0>~F3YkkyJXjX
zz$Fo<URIO|`3Y%~i?&A~8ofsGeIw&R+w$7ei%z+F07to-$qT(#_pR!7BzwtR@A|A1
zwEO#pTr_Lei+QHQfATj@m7-q$bRgA6+ln9OP6S5-?Yb{D)4Jc2=e6%eRb=d^)q)iq
zv|4;?x(SgC-4rL>hb6HZp#2nZb$r=JyMq@g?A<{Gf0E)Cz!1Rye??OEI<_E0GVUrt
z=xOI>hi@|^DmYIqva{p+-E+dm@riV2mibCvym{B@4+eTbMo0994UCa?bp@DP&|A#{
z+hl5g`DgJY<Qq9oC9g<`kFfOs7}jhaBfp#pXR{1LAU(2RBo42lR4)xR<zcgp`PbJp
zbBgSpx<Kiphbq%0lT!mi{z4dYD`<0VNl|P>1Ac5o;D;87LI=sU0z=O-T~~NGt3~N<
z*AFVVUuPv~l#}7|5)!P)k)k65Va{DijvHkKe}z+yzJXmb)@Zbjcp%gFphuebslT0$
zbuoOj&=P124~@7ub6G|8xzEGtM-B@6`Yo#L;8#YI5?g0^k|I~6^8-8l9PjEmite8c
zN7Kh{9-cUQy;WZtb=AdpR+}{B<!m0`k_z`bV&;<6$b+Q(E@$R-t$i7p?v4@cG_F9(
z{hntc>U7KJ9GpG<^68Rbpp|ECfGb?!Hei0~i2T%R^E47rPm|f4K6ClE!~{vs<lr$y
zHfXMI=O?8&{WR(A`>JvGmYH%>-R?TNr@QKm&dqf3roR&IaAf!ydCW6qzQ_a<Y3|C&
z%5t9ig9s}NFTtieJ8u(=ljHAbbfm0>=rxW8&!Xu^!Z-`D#IhVmT=(CoMA8*xWc0{I
zL$loR0K4C>n;;NaXm?liq{Lj3qh*;NTasqo8!!{HmiPLZ;QL$$RRvK!IkAD|+!4Eu
zu^%k~$7M##HXB0HC%aw(JPbrV>qZYS>jsFzWe7=0H?|C&RZz*ET*RoeLv*j?RoSlC
z+9Us}A}1}xnD1|j?*a18Iu^(ORGWSrsIhin*B^P|o70<j0j4Y_^3Sj{N*mA)KXb+U
zP$K1ONNlhGg4IO*nFeUEoR1C~!2DicPc&|la=Q)M$q2I3a%*71@Bcb{er{BfLl3g7
zYpwk>=G9>7U7R_KrHO%c2a4y$!&Q{uQ5h$y|3@MI^QW9UgY>O*iwZ>TZ&`Al&s_PH
zv-z2A|50nkz(O`q+y`N!`ymq{t$pXa$Sv<%FW#=2O)@04)YrG~dy5BWq!pHhCep=f
z!B&EuTPtoOO<UFch`!cv#6`K7(b3I^(Ywt>^sRK)TNMK51I$>jDxa1o<k7$BeOi4z
zuAtU{oFO8tHFD9`RpQ-}>xaJ6reD&~LrYl-%neI;F7X`((FDnH!6y{akCG>tTDGv4
zBW&lqQF4ui!51GRML7NMU}W6_W`@4`1TVjWSU91_6XteQ8Ue|Z$z<JJx8F^2(+CeZ
zQcPYpeum~u9a-eHcQ|^hIn9S31KCz_F77o-bD&N8Y4i-o=i@^c_kbuxt=_FD_Bb@^
z+>wcjp4r2OS5?I_VP)nj6XY}oeBnlC*o_VBVaTrNp?j_KQMR4rcFND5j3S~%&0Cjd
z(f6}P(mQIFqoO>B#$Z=&I9|K<qyBu~n{QyXs6#Ed#t|NO{2Aiwhua<Rw<W3TZdlf!
z)BTph!WW+j7I$7<1|)WVIS<#fl^c&yI)}e|B$~Mvw)r90@k_zm?DN6z0(%7DjI{Lv
z`6y~v>$S-?uKn^_WIHXjKO!;Ik4NXY#~8u&i%OodY&y38DXqo&uJYaNz69;Bs9!0%
zG_?tQ9sc;{=Bv;^#R8*J{U*tR*Fy2GT2A3~=bDW%1|q$s_@?~{<o@vsBy`Og#CoA0
zdpziuR9*dQo~s?>@JFNRV3kbhNP*9L?Jb<mk$M&(L~`fMwWnF%Vo!8Yux2*@R?}VP
zyDuK98V~uk^i^r$2UC{ne%849!#+Ap*i=<tK`;|eM|lS775<hWssSsET3C19sSonu
zHwaoIz#_<m@GUvi+FxH<7scdADv~!CvdkJKc6u}*(%Dnn)A3f=MwOSOJ^ro4q+crc
zo~6)#ZvIV*??1@}qdqo#O*|>GwBE!{z;#*Nx{+I@F<;xaeA7dr+uu%6;OLYbPLS9R
zmyNV_HiOyyKtltjI=9`kTaEj$S_zwSac|Jd&2ur#GSjURg1TVX(2ahhj0+4i`lBwF
z0P41vh#*3<#=|$!WMRSdr&z72u(N3prZK^P>g_?DJ0u_rf;M%;VN>sj4X4v1!0asB
zEFpBcp8y;fe*^Q;FxH6ov~E#7%+O8GLv3|FV_U3bsp(jgx-xuCu_IvTjN(dW?MVVW
zQ(o5I<pQz;?1{*Ovqox^S*zk;1TJ0q=VB&|(*S63tygovBzIye;G}vVg*9O>T#*x(
zS@CBLlRiX)<qGX1GF{dUpcK*GvuRuGQ5}8-fYyqGRmqgM5hbvd1^~L*ZhC*goR21%
z$x9*LONw9K)g+h;w?;RdH({9(1wyS|q`G{Rjh3iP>Up&mUZKVW&<_Z;@dvq2wH9eY
z#%gAPoLG%is7;zs=0K`*P7QDxu|{24%jB?4N{B9Ps*HjQ;DQ&GcbP)vl_IWASob7&
z)CvEj3h>ORU2~C2yYmJi9^E<o=6x1#s7-ta(Kj{75(l#9t|;X}(mnu0OaLLzPbad{
za5i)6nMnf>q>U@F^D~e9#(fC|S$jt}ta<8<a~Yw3@<a~>H#(U}D0o8i)qscqQ^8n9
zZMvc&tG^om3oWZFw&CsX$M(vze7a+p7Bfjg4@kV&17wT#anN(Fd6sT3>bU~fbNfUF
zXGBAa;+;<-l~8r}yu*6TeM(OipXf5)@~|HIdi=HSzrS8&^+kM)0se=6K`-lXrmsm3
zMm7F^{dqi(bBfc+jU0|xLwo7>s-ht}MATd)(ObAJOJ84x(8K@waaxvZkfMScrx}6l
zarBY>`}fu(+BB(Z%VJx#W1U8A4k>6Vhs-936DjLc%3S3l*?)V07hc3feh>J88e>Zt
zKRxK}_A-b&uKr@f?)L|N@AS7xHiz(U2#B3CA0@P{Sy-*>=BpO&3}!>ig9i_BW=bT#
z*CMBCCuX#EOD9v~cJn^fQa(93IyVUg-7;OigvlPiV)?B`UE4he#5D_y?#&t+LYcSJ
z9=jH6_<3XZU%m>F7@+9KzSWx#$2`D4@iuZN)kM5)xZ&X6#OKDvb7z`Wk2a;b1Fl7w
z0`s%Mj67Dn=ZIO@$8W>he!|X}#w-yx4jumn?51%PxL6|Dsx4CvW*<JEjq!sbBT9?E
z&C@0)lA;?-zuCeMl_3-Og|L)A+sme-cV4*QpSF>QX7nHUK%L-g1;08ACm!ZYUE)Cp
zNh1^}RO8B9KaYfGF^OPx5}vG#<%#*mcnM5v|6eyc<h#4>J96>6e^pYmZB<fFQe-2#
z6{T{w<I$~Py$VGXH>ro){#PSS1Tc1z00Sn^V)W!!3JI*Qjc@M)Ni_JZ5d*W^@~Z6N
zmDUi50!dhMfzBAAp1%!Sf9=~@AwK@}wT@w1%7oi8i3fpPg_NPr_}}=g{@p1AxdTP#
zO!iYPv~BpCnq4Ca+7l77<M*c^X(I8J!qx+|DAxE{g0VHLqs)?WVqYxNNB-=AMmT+J
z(>Cs1A)|yKgmGNdtu1o?L2^;ML^i1#L_p+RJ5ukc07!nxRv|UEgO>}NC|9@2YQ=T-
zH}|?qNKPME0gpq~LB~3m&ESc{YH19Vj_+<b>-br}OetTQQ)oBqOG5lB2N;&P#s<N*
z)5*QRaqk(5RGr93h5rhDU$ttqEgPSJ<k7=c3&vdKnh$~8Jk4}pa*FdCBvXPe%Pc(x
zfi^o*l2*5CRlJkvLo7;bnf>o8Lu6GQ;pNTtH7$8K-4d7sN3sv2E^~ZQ{JumcYr*JM
z-6ocPq-@Oys#s{$BTjLJPacZ6xzLF&(20y;HD6eE1w<`<3DAgWiEMS*nle=79uViX
z^Csx;M?+j9nb2w9wZe*Aod^wA9uzQooOas>Ax{hqTFE_r*6lOA5elDR3{a?#O4N7e
zopT(SfbU4@WjWv1126rI;F_Hx&+go7mXJNqGZ%juO=n)~)qX92Ku-8euqe(2k1l@M
zl{4_cU%-888!hCKoWQ1L@jGg1)NRDAk<00_Pir0;X*<%E7(piz0vI)Skw*EEjrdlS
zM_%P=3B{m$t*TH3_u;ovr+#n$Sr*d9ug=u;9~kYg(f^$^9gaVHJW*lURj@I%(^B`Y
z1Y9ac_#0m3GGf}{0exBAMV%U~@^ikJVij_P8@~9W@n!IGopxYZ;8^MYvYR6=%$<`0
z%C2;~TgCXg{AK?Ccvqhe@r}BpXd6BMMvAkmT{uEDV?na#cCzdrySI;epQAaC-vlvV
zM~VKhuFcBKY~rWc@G207YKH2Tz(kCFSBro-NT+y>-gv4<F9^c}qQds(LjP~dY&jtt
zCnvO<j02fU-vuLREdOa#gT%V{SXs|1brUQ(0QNe!j)cr@uI8vU17NQS6tnm~#u7sf
zV;Zy{kC^8DK$Ac&+mOjC^+fy=w{;0}nvIM{-)3I+d!i5&r20^KpsVmkQCb;DFUEEF
zQal60m9y><#Ib4qAVHH8pY5T&7?Q=yYa;VKxh78)<Mbg-d)b(84cUgXo({EM`A{eC
z5|kBM{>g>B=EoP<j{JmiiN&l?TfH7{Q1Y*21w$Oud(Y6l*MgS}&HmQwNiIZT+K%VW
zOHD_F3V%a249%@;*_DZ6&RZIv?*o|cf%r-LHC29jU4oA`cJtq9mwC4b6U#5LH19v3
z3*ycJK{{Vb4b?`-<=Z&B92<-OhEq-6xbofotlzJ;8MIRP!bAZvP<Ai`tiI&#UW@&B
zFvhl41%h*N?b!qVv2GoG{kXAi@kSa647hBr73pTSP0#qZ3G8p<5C94I1QvXqaqASp
zUGm=0vTGquXb%`0sKHu~Dz7#{q&Jv3o2v~0_EwuoK72<}=nI|OQx!)iHA+hLVugKM
z{4d2yHoHDiF5$FIU^m@k>mMIB^g|Rz^$KRJwFK1FCzYRg%Rk8P6CT30_PH^Nw|_-L
zNVlpeG-8R%9i?t@@8-)Q&OGjhX<|t!jQAf_e_rqO)gb{?NRiIJ-(&T=rxBlKgcOxk
z@<pagDe7Y;qu3VDrU=)$`0lUn-j%-fijh5&pCs=$CM3Y?6q8bE)j<R0GW!cEjF226
zcJ-52$!#8#2_xs5=k=+)``BY<uN9FmgXxG*CSn4iOZ)t_%*uS45V}L*98kCW<PqV%
z^;60ZQ|lP+)t0>?O{_?+bd$l3luI75{ZmJW$UeE1uy~pC5^wrR_u4%MN)_ALL)Pwb
z3q189UvNbCYL`X1s~3z6-%<Ig)N16XE~rY_Z=()H$9bj*ia#?ilWbZrzB(b`a_7^l
zCLKdR<t$j}dVU3rik#R{xuU1nTtAQTyl&&Lt>Vw7$=W|m(Y$=D%e~-)f?L||5gnno
ze9_yitc<&G!NI&{S%c2a70p7|lV76_01(n{iS}qh<|8BVStWV$TUP3AIb#R3<G;+)
zMknPYZqxlR=2+Us^-#rAZ>Dqy1DNrk`xpJvxd%xB8;nqUfPQzru2Aq~Ww^%ml;p(Z
z8NWY7z()_Y<C%v>&?CIAbbYv6E|?(f_=*OB1#z#5>JP#Z@?g<4bhEpuAx?p(4#}AV
z&m!h>F8zV)BGu2N;Xj(h^ggwthmOu$4hJsB7xk1C93Z8CshdY1EU1DpHQzT)>{hoO
zI~!viWeG<rEku)YDi#I`l>L526Lb#dmy_|PKE6K^H`-kkEv4ia+yd6}#FzFnis0KS
z(u2z_Hyp(h>p?vUuWg=%vy1Ug?KWQMWU8wFtqxe~y#(jlvAVD{zvtKkL$Ke)C#3&1
zPNJV(+`KuaWs4{agd$yck`nOg5ihrOYm#ghPe%tRj%<k<_A=gLkLoNh;d-9Dh|3PT
zGOV2bl&!~_GlKR<6V%T{H3+S6twQE36ojCrwz2#=Ikh<NFFW^}SgBS<1-!zKN=l;3
zaPZZPI|O`V@{-A%Nq=OE+Cj9vqe~=Pe<dr&=kSiQ`u&yp`wd{_B8XEps#!G8S*}ri
zpMfnWEV9xB4r_`|*CB|_=}q`yjkWKQHdd%U;y9aK@wV__ZU>V;z3#GMcpjobNqTxl
z&2;nx$iuQM;fU>NO&}!;+4;pJy33Xair(=I%EoJ}YLL64r@*Q*AiUBhkP4?~d-$l)
z_4W2&xgd=hGb7k(!emNjd9f^0@rh9oM_!@ZTbVSd9Uuy<XTjyOl|w-SxdAxiX9>>^
zno5p3AP&yh2hx1a^d#l(frz&d$bU0I9uEwCu2Owpw0anwOmJ7QjYr-g9F8;rtHLy^
zFj(`;JTF1?ofKVgLVhU=Bq4-5V|nT_kz4IVflgos+d(0c{FF0b%NPVmzZ>kI*7$#6
ztmb$yJJkdj_N6U>5INgW|K$HcaT`E0%RQD^Z7~k|nj4pThl6vjmUYTE>ZQ~M|J->N
za|=w$t9VV)kM4E{e(N;z7>yGtG(CzbojEs|Z3KK0+5Q!NL)LR9=V{uSp<k*|Z~Xz?
z@~P_h1_~@fVgu!*Gj#i+R4HRNHSoM!)2wOYamIJ%k<I1t+F04cNIy5sVJ|x|2XmhX
zqq<iLq56}jc_9Ca!@Zu7dLv2VGIe)qjt480CO*y&)cwfup1U<})~y<R#_XvHL3nk&
zydph5SN~b(v_ZHRQ&=SUYlE&@l~<9t=NtP>(hHr$<IC+QZAAD(d2Z%;)`W6;BCo$x
z7*(RXM&9~N-9Jlo98k9zYO0fhW=I^l`|yYlRQK(~O2O?%yYEb<g%x%KBF>%n@cAQo
zk=mrnc&_(D;H3t;<%WaZ0~gnAug|56Lo2cPpptN5`{{FGvOcu4ef5&k;3aR;%)?ac
zhsyDqKv~!Clw3hZUBl=Yfq{@UDGYD!Qu7nK+~nsB#$b=x!!ZdvuefSm{`x9~_$r#j
z5!j^P*Pkak=BX};KWKRKJUPZ7p8Ij5?Sj^Yx8?Qdr`bMO`XhC(X$SB9NYarHr$V4u
zm*r^$oEtm+e$nA1bJ7a2X~;vXa_L%r)kJ?cwpjYp*!o|(9-nVXAl*rS`;5~_eenaE
zp8~?C=uYKu`BhrS_e9JAgKA^uON1n<=2B#QYsp--j>q9T1L87)--J8SwX9x~vYcK<
z=xgfbpO8Sx79yA{1vjdp$BXlBS9D27>ap4;81Y48&IW~Xq5}IEiW~9HlRGNo9_^=v
z0_R$NBe(M$!=5efM+zP~Y#iqHGS~^*1BmTlN*&_sINQ|rXUz(3yh6rIo!}j4O{i~F
zD{THjK&vIRGpWJ$^@4Ha^AJ}i@~($tSnkrswv^|M2)2v!S`{}a-?e@%GE&|b5C$(N
z$hO9<lFF$>-ba{Wm@5IJyCKa!wSCJ?_kqgGV7a3cffK}?`{g$!yhgY5rG(EF*PS;E
zUZqLUYg9LMo8&A=cH|lic)M;rqrdG&xNS;wi+_c2-YvCFYMeH*`kr%WyQ=NzWpG8N
z=-#CEX7g(k1H36aFDV;6nS+d8)^VMbT$uJkZDW_Ea}LoQWkMN|#D7|xUttL}${jVX
zb#BR}q#v(!^p@<vD6DW%L~YTeRqc~=#y_+D^ch9FPewqmz;P>h!o5mn^8t*^jLlOd
z`3>kn%WMad+HAY*p0}f89$Jl#3Z(hcWpa>R&>w5m-ZY+VIHPFP0&Bs@>%%^QF*d6F
zKhhePM`Qkjyx#*9man`m5(B%m9y|TIWI~4&8N?S+l^2J}@PyB^2WaRW+!&>CY2xTr
zh0vhw83-e!QTM9Cs_f1KuI*PLH?YcQG2SDVw*F|s$B?I<*|r<tI9+LNQ-zVq?^&I5
z<lzjwRJX#C2f4P+v|<^Ez)rZw(ig0JbvV@c0Wnu%Uf40*^K_dg`8iy%@DhXD1K9%(
z&`+hE@mHYy&Mzamt~iq3`Jjc;b0=^Ajn|ifbvDD3v7}#EtFo8}^q~}lZd^miCZ|N8
zj*=`O5IwTYOntoZ8!1-9c>+DxD9-#cPC0X=eMI)akIBn}hFJ+brwBCNA#~Hnm%%1~
zLu{qe+@CU8^v%^mon0|QS=A5|1>d9rHf6c{QxWOEkV8JSLaluWS?1Du=Bp>|mAj(V
z0)ff8wU{4YCl(8qwm<AU6IHWc*4&koE6@4OKcoP@O>;`$SlfN|5E%eDFP|(FzPZXy
zy$)_^Ie7n=HH9n|4PL1ED!0`2%pNL}dKrs_b-~;|;e}HQVre8Jj3e$^J7efXm%8H#
zn#ZxvED8?y!k{JYg#e?-G7GP(lG%I7H@aDJI-+z&bfZZB-A-`H+w_VbuXHQ6%GY+U
zQG9bZ4Bhw5Sv^vG9O&py`SEe~y3y+v7d^#C9huoE;i6in(s$=xMCsQJk)gTs8tjf5
z?W>EwMr%Gg=0ZOHE}9A1huyqaeEzIv^236Q+nz$Bjl-9mjI3WnC00M$oTdR^EciD1
zFL7S(Zv+^e)tr)dWu~>NBa<YfTUGJUG}py~(05Y)fev21LuUT30=0BA9?2G9d)oip
z`}y~|UaP*WdRZ3{=U;GG@{LYb^`>fsm7N5OxCE{z)`k1JJzO_Rv(B1ZyO(@7f<!gR
zo#k2OA;`0w4v!$N2R8dAttv1tuDH+AsU~>N#Zo}{RhCER@4rwf<}a13H3c<!){Q&T
zd8Sjzy9yD}Zb1vCxPu<-SZ!Zt4Q#tundV1$3oKUM0}$GQ;`Waxl2BjuP&FtI;3*`D
zZ6qNMOSSGK-<R;_MwC?TQVO&{{vq@J>dt-0Ue^{(_6^c4lw*o<<iy@tkwlDkOc1Vw
z4blI*J(Umys#rKo?xz&}m%?D<lXgdxa4Dpy?W(F2hzR?}nlm_T%NejQh|)=wHbfsk
zkg=~7Q=<q?g`Xy_gFw75SXnC9!R$zI5n`r-?E{Z2m0Fb~TL0hdia1#<yY{$x2`REK
zcdXF+gOy(ErTj1Jbjw%s%!07ett(Ei-(Bt$Cq}G|M)x503r~BQ;#!sNZx-skNR*j<
z2odao*Mr^0*S}K|Zbi<ZU%6cpvg;bX{x3m=2k92Mad1TiB{&|Jk@XeOh-?Ohl2`2>
z<x7S*vB(}IxJ=;`;?5h2%hU*?9kDd_EmZ87xKIJz(yJx+L7cxVLV@`bhYN(QtkNOF
zRj4C8F8C@UIUG&dJVN`=2b<W;l&)3d_5@`p&ZqBSaxy;MDLwEY;4sOk!2jrGui$Mx
zem~(N`{{>0>n>~KmE*)4(!aLWa^=@pwiSE{YT!-B^NOriN6D8{4&Z78{8oCYZC7OT
z9WZ?~GL-%~iB!tePSM$v^8?YR-*@H73W6K0;7Z^~$_1oM-^C1vwCFDP<%<+GMQ`2e
zfEm0g^WL+TwDf_Rjf<~>voe@G#Q<^(ALnHmj)@rlm*iVg9Mh_<6VEnzbU)?q@aG9g
zg2awb#H;6*c;vX(OZ%KJB(2j6(Qk0HHxcT=0{rSIlps#CJG#PDZ$MlY=lXt7C|F{&
ztFTUBY5)6YFp+6ESUzB9dgnhGC!;*p3YaKkC@{A@hkt%9pHPzIs?{lS@o`t;-xeB=
zGN9kJ-N|48t57-n(lr%mZBI_k$qc0H=}+2AKr<uF2KeQ+4!brObM2*QT4Ix8;>eK$
z*X8fCyGt$|<@s#f#K#ru$N&V~YYS}d`5EwCd6Q!~!6-7#?vs!0>^DY*v|`3~Jd>;5
zrUlVh{U6Ux=3Z|M74p5dD3QeKI{57>^Yb2nQaO7&1l-t$xTZ@67Z682BKr6{awes<
zuZo_yVniE}ih+rhsM)6Hs07dR(BxdA?IZ*<$@`ldLqR<aZ~o8dRyC(pUyk`*#}A$R
z(L9FOd{rflWGB<Nt(#tZJbOc;sa5BA`zt`wQKX5H7K$gUJkEfv!~6?6)$Xce!8n_x
zNzUhO&vOlyc0@n5u4{({d^=OGx#+lm&L%N6GhPORWuHh<8Yy{ENP}fTlUTsmHi9ML
zyw+W^%Pr>R@^VojQil3<lC3z`GDq%J`HY3s6yJo<<1b0^KbIute|}udN+j;!sS!`N
z#i~inx_n;g5!afEr*f;!qVYSD&S|L*vniHFzps+f+FM0y*vgR%_G_ugCGX4>!;oL?
z0H#yf>AG5gj&iL(SCQKhA<m$9f?KjzXIksmP1sfnDW|!2fqmbedJt5e&KiFdzdn`Q
zA(0}JTun+Qq)qsvblUVYE=PBE6O1&;AJPz9SIs)7oEib&l`LuPl?<})fViqqZ&p(S
zL^@ZVdzENA*8t6tN&XHV3-JsgB|sq}`K>skYe#7{<1$Y-NyGR)SYHTkn<Rujh+&z4
zy@$LE2-}Qe=>eyGyAN>m4v}k34@gdo#~0z$D6MY~br4}T5JR6}@Wun@PQ4phqJkBK
z7v#_B@$Z-GEH>02CByLcSEQaxtYtqo&eV*SppG6CmR5NzH@e!OoV6kzi8Y7FEvE`f
z@28oX2ki#P3-Mo(WJ17tH5Ds3qg0L;n+lR`P{dS%J0}Ce9wr9R#mfg8P8)d|NJkE&
z9%#;9Z=%xhO!Lc0G*g}?wuwm{4ZQ7UlJ>#Y*m~Q!G@0Z&9cFiW33=r$f`+#Tw;bw)
zVkx&{trI&^UN_>kO`McYhA;z267}whO;@i;o2iWo7uY;M7tcrD#@Rl8z?|gc^nbt4
z$(hq14d=aHyjX1${F1}7Z(R4<M=jLd+i#d#`BCWD@4B3v2KuuIbRwg>)I_d0@ON+D
zlvIFZ6QA<n#;PBtCdj6~)xJi6YAwHjmkJBm2pWB^@U^n$A;!w`c&8<=yKN^k>7*tz
z>d+&ZS4(Ij-lOPQ#EB5OHUTGC@gv~d&SbMB!+#czp5IqQ$t+RgEo(wos^dW6($V<x
zav98Rszy8bhEV{Pe9hs^VCmHR!1bQa<^bOl`=-k8y}TUWSL|Wa4u_-(|0sD+XwtKC
zV0C<(U2%B#QqsDLLG)k0`0s;y1^v^1LPn2%b`<<{Kbxac<AZfd%-OhX*Ek6wgNSv}
zt?pN&9A)c=5YygWk+x9sKOwJ-n`EuKV^vk8TuYpL<SmPw=m8%MALt_h-TghfvzpJ&
zYe*GvRhDQ)i|rm6=nuAUY*UWe_Zu%3M~hx)xHr{uM1vW3rmn-Z>0v=y-tM`otFHgz
zf?hidPxTkbS&vLe&gdM4u$=z!rymF2`GxNRjYS1tU0|+MBQ?+c%kP}|ZtB%)^BT80
zOnLu_<l5;A$9#I@age{03~paQ03SNN)TF}(zG+PU?4vIv_|n{|XI{TV+--jtlpo?5
z-b63z+5AWCykq%1Av6GXeIo85@1sEL#t`@?hgwmOw!1cZ#<Q8oHuZ&Gy4Ck>UrW{h
zo~{!!5^z0`aK^I_qv}NB_FtXAhLHJ8&hbF`*>xTRw+R7P=odMVjX2<Eyq;G$J9@dJ
z_8^Zd=_#ksX}MAR?#J!8s{4w343ZC6SRcj;XWTr`zkvMW{04fi4rBwvz225{JQ;^6
zZ{5EQhV#ZR_fyWeRb)=*7s<>&{8$f>xs=QNu8-U;Z5i6=InjJ>d17gk<*YLpoRfQ5
zoFSK%=3ayyLD9xKzTD$nr4~O13@^Qsm=GBx8wR5)SM#s-$+U6*$I-d?Gx@)Nd`wmn
zDQap5MIkAoY?zU9iaCWy2oXi*Y|f;E)|`_yqnJ@4MJU3@VN^^`6Ut$-X3pl!`rY5(
zACMl8o85cAuj}=CK83ehdv2&)GCh4wJPtaRmLSx@>206|g&mptUYV`oS<AdE@6(Jh
zM)6m8F7jHB&)(R359MyK@g)b!jF~0oIWeQXLfspa6w*;+{%8j0YDw6M4(d<r<M9q#
z`7f41ESSW@vR$`KCmu<Ko{s#`B=M8|F_M*Xffm>-&cN(}47|pCPg%>YVVAmoxb%zq
zK`}Yg`<qq$LLgz068x62XvqI>nX2C!@y3~u?yI3^gr<MJAGQ?!D$v9cHA6u9777$T
zE9%{eT)LC20i)v0&mBy(^E{-@THM8qFrB1+X&ARFWR)MqqT2{wwXbGL+Pzn()J&mn
zy$`{oEyn(J?k@#>wZGQhhtFU8T%j+w)7z>(*sq<*d4v4kd(<lGfp~xphuqb)jp2qq
zL%$k#|5+CU<hyL5OPjjb8~u1$y`l{DGhx~S56!Yer%PwzW>r~4uiRDEbc-Ow8}}o`
z&n`<dS8tl%U?3uSGQdC}gW+}G)!Vmi)0b*-Z~S^cajj;L&^GNBmUe|=KNIzKIrbx8
z?|0>VWi9k*MQ?p%boC5x(LTf>!z2L_;ds`sk3FL7zAyOA)|se_r-kZzq{B{5gfhy7
zr6@69s$R6%UT-fm9^9xXKcf)#?Be&i;he$rYZ)C1OQ!Q=>o9dR@@zhTo5y>C{b^|9
zZC$)h8ae^LTvdR^65pR4Z@r^9Ljyr$rA@oQe(x=N&kfu=e5Gb5^E2{D^y|N4Q7ytI
zNSB6O&0ix+=VHaSfMnt=skmc{w!+$T?_Ig7mjE6Dar@D>0|Pu&0mtr%J>}|58^L6z
zke>E^Wt6-8!iwEnP0Uh%))skWOD^WC&Dh;VR}8uW45VmOeKKOchMj3Oe$2kT5a9A{
z>eq1L^H${l|NGBKc<x2#{U);(T1$L|1%fAQV059QdiLDosLTGxF^;MuSiQthNzT>z
zSkF?w&{*&F<bg4%<&BQh*U*9kB012NR%~g{9OCPZlxH!&9Rr#}wQc45$|jJXbGk#D
z5h_)S4b8DqQJ6mY%0+3>-E`Rp<3S3NGw<U>qpyyUR@$P|+P}MLr}giaOZo4U$B7fc
zUj0vyL#z)VgaxOMNW}mW3PVhPD`S&$!Wi{egGb_jxm3Z}YCRPP)VBS`?+j;EeK0*!
z6m^Orrb%j9khv-xL_Jk@9QyTD&L3SRre#lqQLHx;^lM$KskG$I{*5Emj})$#q<z^A
z5PBr<M%cd>4X*}8$Z)WtF+$GVwbbzDiG8mNyQNN$o~`>4wXXzf`@?PY7|)uZ<>g&d
z9f}#O?K`b)?pGVa_L06`ot;--@6gOe(GO;r5Q1DBy8+JsX3vtErI|}(w{WC2iM~*%
zI+S1xkP8?MnspPIh}kyfoF)cdUo<AuGcqQ)L9rgG*zm_j<6r-ljLFy$!`Tdr$>4m1
z<w|*WgJBPBcUO3)7BPgY59<xz-euA%aLK&CJbNX+hm4ulccD(DN+^v@CcA9+fLcWY
zHGb#Dr}&zIG`e>p@`HJ%0|`1Dq?x%pH8Y1MfZ2G%_3ErZyA{beoe)hrUGpJ8d1fHv
z%SkcVt`m#7xy8I)nVu<YKZnn+qS=EE|GCPZ?U|nlt(2*bexP$F)?5mz5aYdl=T$;o
zTh3I3LVTAg_R$PhY@|~DZqyQv%`9~{B&q~a0`ZLT>+j0?jjR){;x|}!7H@+u4OIOt
z0H}0#N<QkUcvl4-%J(-Qx*@W9F83Ye^43|own2vO;8dZlQO@=ztKhcW4iRaC!@Jy*
z0?Wa~R`%^XJY&s~Kc&63Yz=Rk36_#WA$E8#AKi=?v)5EvR$`)M>Js<n5oY3_oJw_k
zfoLXQg{e!|2d&VTAFRDmXs>5x$B*WfMtpp2;8u@9l^gfHkc#h~Em!Y{$_4})N#KXi
zGp%|~s!#gM^LV{WZ#VQ6AyCoEqwhAohtE^T{1x@8;$H%HkP1jo#hj%=VmIe^mDe#7
z2Jd%8Sq;SBKrYYnYf?>@|JvN_SQ>+St;Zu@v})e*%7x!Ty0K}Fx`&(-iOVULzI>mV
zb6<K)z$6^TSIc={0i-AZUGn^0R}-JfweaRBme>2gfVN6j<OFT7OI4K40<_pv6h>VT
zTPhcnSiQKdq<C735C9xR(l*6BYGs|rU!=I8{|BOqm9@K<=?!n_(92AEq$msAEPYCw
zT+O|S$Ynv$RYU2?GZLX3)C_*}s=FE>TGZ`(Le1F}vjZ)dc5q3I-#OyW!WU94zv^#>
zz79O;a1Te=(K%8lp*9*0UiXYXRod45+$|8bndiF9q)Sf(eJ`Hg(}ic!d3HFXYaaPs
zMzLqj-p_p(9ZyWa5D1*jtK!6?I#2vJ;xNnI1MO2D3UZSmeIDa3RdU@sW7du$X<mZj
zw+mc*2TIeg`=+EKL_w=eoL=1=<|vr_MrpX}fsxUe$#5g8OVT=xmCt25)ubs{rHWIi
z+X)d!S6})mIPLj<=_IBbfz9jd|7o}I6VBkw3u4V)D!J&hMPl;IenB<P8D{j>b{aKZ
z$rMTJhI#Ny{-}1`UE$g71mfdcZ+mITi4$zwB8fK2Z4wcP0yIFs6H-QT+qq_SNT-LP
zYLe#_qS5(#PZ`J|o%>!JNvN;)86v~&lAt1KYad7kTlojmC~IRBiF&+^%~_wx!iR|o
z>ZuZYriJ_&$y>Io_)qrrEWeyD5vrw=)+F_#?=x05TBB@zLAe2j9+a|(u~6XNdPaqZ
z{W&ztUi5s%BRV@;90f*<%8roUG?!5INcs&`vR((**pd*2iB^_`P*>PT_rcM$NiiYK
z+KJSb4owfuPyjk#3OY7~g26&*x<8oCp1}nP#<GRr03Ut8U@0wVi`$<NMA|5%aUhHN
z0KYKLOh|Sjqn2L?F47*0)z&xBbJJM21_YF-<C&fz0Co{POcNyrnT5;d8~SKdVx;Q?
znt|B=Qd=+^yiVm2oi!TFM$8Stum8}K5D6?T7Rf+VDL{QFyJ8|Wq~rB|ady$|*;YV@
zMaG50UmK~SBw`+<E;7-brv$+>$BguH=;HA#X^$cu>t5c~`^p`fzYS#R-pEqLsD2P)
z<VXADB2~Gzsj)!OU)dSNNi-c^X%!DIkV|oTk||Bcl%N^9Q<>iBI)G**VzwuD%|bB-
zZ@}c}$7Kw}MTQj&_7IPNfSb(OdPOk#+@5)JFtzfC^J*cp+)Q7VDVx7vG#pV0NF`VL
z4r|#zvriu#Wx}i8ia9wJxuv}#&2+|L58B;yri66b*Vk3{`XR0Qyh%d?QlCtVZo+&a
z3eVg@<<GXmwrs*9O_%TLLhkHT1s9go<pqb{ZVa(*{+1~C%U5t<Ae0yHC2xlihO(2-
zE0_NX`cK0zK~7TWIP^039hgcd^OfB=s<&R=e@&}cbxn!&P1$$5%>vu_vDxJ_a%uVG
z-<kdogHi9VtotGEv)Tpf>ly6PN47faDYjX&&f6cY4(@v`J}Ie+lLS^K7Wjps*TVSv
z3X(C%ZZc6<NtJ<%b122#KlUC?yYN+g*mG81zB^!-Gf8@HlbAu<kF^ROmD>MCH1G6m
z(#4p&QFRV>MeFVpe#J)7YAD|3K$od3CHR6(`{BLSD<?mxASFh+&UpYskUQiRi?dDM
zNbP05Ad5@JCQ>h6FtWQq)CoZ80`)?(j=mYEMDG-zFZ=!8OcghxWs$gqdU?|Y&t<<$
z#QeRv9MT=uTV0J?zL(Nd)E~n5T<+*%8FjCwzMZrOT_z*!yj4ZxweT}t=ic8)QU5>*
zgmiB?c>B?f#ZKb^R%M)9Y+k7!!|O_rlhp8Qq7>!oNKc#g@CDSEL_%q41~}tCHf(^H
zepzhJW5fQ$?`pq$O(@;Pfq3%q-L}t~5cRLMK2;_K=)-_;!t$(fn|1Tjn_bKXT~^NY
z@ADboe7?W-urW|P7QtWHl*sJxlOLMjw)FwY2e5%`C~$gm8ml^sNZ4%}ssWS0lT<jf
z4sGdXdx)!T*W)6CvCPr{)^E9p*nuwr>O{e{RT(qY9PNjnrV*H39gcf5GMX3$)4&_s
zrN6~xz01dPUnMmkmL5s9<hmGKs5Cjf2hCw^44i1AX})+L1mr4B9-bt~%s)1NT3e`q
zCk4&+)ZQr#rUKu<;gdVSeQJDo`;=%l3Jn8@{D_rT$#OsQ?4CK#bw%0-R|lH**RRiB
ztqznl@4XUfC;raMqc1(CvU73;n`GGFn^p;1WLhT<uC5h5(+$nv^G%#em#;tG{&t#9
zOzYG)g<03eLlyQ1?$#7KmMTDZYA9q-@=D==tK$GbQ#FH>(BsoJa6<-6K+p9s1MrgB
zzP(Ej3sih@s#*4&8AoXUA@^tyhzv@+XVZ|R^Ua@4UWt{AI=r4Wp;mt9rG*dJErPXP
zg(K`oa&8Ky$!n65g0EdswRJbjD4uhPxD+rV!N<sWXX`xi%|)H}eMj}Q)sr9*Vi?nj
zkHMWs9T!FZ+lT0xx62a(RVSOi_ygM2E&`GUp~u8_5Ww%LN%8>|aqasN1+AcC9pp8w
zGmO5CJUQ$o@KC+`(eRf<L*dibbRnsW@$rAvRMM{vmZrUawVC%~ND-*rUb$vMi`Isp
zQ^qE5-ZHYLmL8Z(jTHB)e`2zeQM&!^x7?yailPWDQ%E|vee{^ZPH6Jh{!8^hnoj0q
z*Z+Q4NBvV7g%r^r|3Kc7Nlw=bS%(fEDJYiTxiFp+^VwsmmEe*+c2?x}ql3l^bGd$%
zDbKGP0nPmA8ZT^ar~w`jDI%&mPxVHAxGeps(J$e=mso+2!BD|p(Otrt@b{K_brUp@
z6j09##nRk|BQp)xB4%fQQ$>wTniytyaEc}2qG)&tR4Nf@(iIA$6c#saJTL$i)+<gt
zWUT;>EroHo#;*9wjcSsZq+MZnBTzfMWN-}d-=y3w6od4hKL*&2+cfka-AXw6+-Yd)
zJXuy0p=_nCwq`E^FkyzR*VPxwZNnn-_Wp!q&qEEHQ}Q2YN;Wza0}?IurpbvC+!Zes
z#aec#tB{`bwJV%6@vs)}y}IweCMse>Mo8)|IfZ}8dWljWyWjd%4!$`0tViMgh2Jke
zf^a%sAJr^-h(V1juWU2FoIEf6pm?kgP=zFec#U+Ag|}_Glpm>=&wpUmAA<toWlplW
z;Hog7(fu8(4Z?FyzG#asURlXc<grSRkx<25;Amfi-jfB<Epa-w?$WZL#-J3MZ1xso
z3FwZ5jj)$!JEP@GC7+f44Q%c9mVPJ)JgDVlh}nj1&q2V|!_n-HXp83loXToDgFRx&
zkoNR1hzD3mfC%i25(K<`yGz>!TA5p0Q2mmI%{I_~z^;d`&RX&Yaz>G6qKMI_C!>8L
z3IPznp`<ZlZv<?G9yIj){@$-!i>?%bMtx+%k@eTBdLm@XH2ur|`}3@LR{$NFx(QqE
zY0x;Yk$c4^Gpg-QN1op25em!Y=!D0m(8a9BkI{{7cVZBO?NHFbC0`M<`)(Ss@v}|~
zsn@c&e<K+6cdT>Oj5^6rr`1PGgO!`_u0X-1?vCKB4mcqM6U!X<IChNboDQgj%e5oP
z@-DDAhP=OaEOnGd7)XEN=l%~AjQsA9p<k!ebp<A9;FLz5%tgq9e_S@#+H*AE?Dse!
zp3|7uG3rX5SUMY=UwUC2QX1OQlqHStL_eI{>?ua^nf2%o)pXufd9dBMWVgd}U&Xbz
z1;kLUOV*oOu|W0s6qo*~p~w5sO&w$6(JJJksWkP$z&#vtXDVBfg-!A`5i91aI1=?1
zfhqLzHL`5A{+s<H2Ozj`h79wUchQ~DKVQ5UxUBeK1Jv4U(wLj`1yk(gz;(}RI?O(+
zeS@UoSP0{gjAi~Bx<A;zyRotLQX?O(z3EjXN0s(UC9sL?qKH!KTeoy@CL%y2?qCYt
zMR`lVExZ-jN5KK5MfnE*O|611Y%35rF*h;fK)yDpE^Y5TpiFo^4t38g?8HMw%!l<@
zZS4}F0Aqj`PlP2H#bg~ad#4D25qghbdfSwFAff|?h)y!lsMW8aj8Q-sf}q~_l9-{E
zxRp1g;ZO4GZMk24h*4bgc5)%fN9LAXnM3#HVy97$a5zdNqi-{)FQ)SS_~ZZ5{+`1@
z`nHy>DBeZg8Vp>$c5I&0Px;)(D*L|wrAd#)nauYI4Rcw2<oH_I6A23%eG=i2JWIf@
z9x5uU&p28G#iW=Ap1Oc$Lr`*_#N}T2BGW%w<q|Q+I{8osN|u}0w<R9TXR?P%P|g6l
zYRR~Wkm6J;hj9Bvxi_t^>wzf1a_X&aR;P;wNXqwA8JTy+L|&B>4hSOE**(@^a;yO4
z*I*nja+SSMD&Cf2<^$GU<J06Rh`!85XMC%+uK2P!BsmTEx=WH%RcdE*?GMXwWC3Cs
z%Wk3xd+wQaLK8l>pjVFASJEx9gJo`PUVWcN7=7F=l-`18+IGk0{r82m4iEOz^`q5d
zPp4OX5rXA-sBCz$I`PqCEg4LM4OUf@M%|X=BmQvR_TsPWY8b+M(nGLJ>l2spUgMHY
z^xs%*!yanmLpM~jRLaXDfy_8uIH(PxnKS06Sqmrh1R9&^pMh)u%(_-hqLsux&?){{
zvWC8h&7?P}jtn|HJdiC59N2*mH=CdDj>wFWMo6yPL;~uD%^rZZ*W0K$4zQ{5q)e~G
zO`A!ehY1LY{}O&sDV|n%fP}jsDgA(iK2D-*?luo1TX%a`q0YK117TRug9PO-^{prm
zC`MV_w!KvgPy+*&<Xr4#|3&Fk$)zIV+K#f3P7hmdbE5EOa@gG-k5VPfx$sV#{qu}c
za4~vXS)G*UWEKAU;=$^HYy~m@@Ci!n&Q)g-^t{1e1I(^tT^c5_S%5x#l`gUC7=q$O
z0b!l=<tBG-v(va&s5M1t%yE4&(>7&^%aF9T=-YAuN+8HG9SrOk?jb7YcJs`^8#XJV
zWPp&n8PY1epWlk0V?<3cqF7o)b&5b`U2FXNiI8svsvELTEI&4n=n*_UcQZbxG0a)b
z*!=?Sa0X-cJkisKtTCxdRLyOMibfcTKm780KP-wa({H>_n_No#V|{6}dIC8sH7>bZ
zVf6^Otl>@Dg_)!ecMgUwdqJicYaSglW~}BIH6TGqjFB6uVmw}vJ>za$tJ=3=U%}2d
zarndDVw{d7PhFBc`+X1v@_07{LVoKhr&X{6Mt(PpyY!#dRNkbd7f)JU*K!zEI@Mf!
zvz@IgNxMNBQTvN(<nsiP_MK%ffTX?9RX7G{@xJYi(oy&^cl+xqlfE7UV;QC!86)qx
zb;Y<v%xK3+x&rTk&?8|FsE&uboR=idMaTk<o#|~}kEZMH4<M0n92VJC?_sj=>T=>c
zVTcX-EzRnO!H2Jvt|E0WET0+Z)lqA?E_7P>d28XBMsYOLf08_Zn*TX6a8yZw!bW6O
zNsDj0r7U-gb$qxbLfmU{pzYVgZ&PX<K={juZL2Pbd&gFUzcEue!A@M4xMPHp619XD
z-XN~eqGch2cKmqTKW!$`S9I~w6T+)yuGWjN3)2CElW{^*aoQ1Qjy*ilUIu&^Thy;7
z2+dNlZFQd=7jvvSrfz<u5SLRmHavhugNy6i_0DIGQt-@o;%X5y#?{@+Gy4$tYZVAn
zrR?(}W!vH&u!W#exRJ{Dkh~)wBA&or)Sx(eIg@zu(hbYja~3Kxq56>z<U9$8x)oFz
zV(nUP$Hvb3yg=qv(a$G&9-sT_t_N;?2`u~olgNz(5BHJT<>zZXPtVMGitJKN0CCVv
zdD4r^K^o2->0vOcq*KX>AECN#o|J<b>(rG`2}XV+ec4uFBVp`-rZt)8YbWC6`p^CB
z_(cJTUbKrn2S9J6blOdLK<VBpdm3}<oDraYV3S49VjtF@G{9=f*%}l=s2D&XVKU~G
zS-~54(UXyG0n%B?_e@2B2Qmg@GFQY2coWfh#sF1@gzsLoyxhdjn6)(!uhyW^D(`77
z!A@H%hbeZSN-)j$6hcjg()KcR9X_qQuEqd=rjHQl5a_|?)qBjGi0^}|@whR|f~@j_
zDCMp5>jzDOYX&Y2?R;GpWJc9MdZ0|f{gy}v-NpSWHvJcvNtH-R9`)qst-}vBc~5QF
zu(!LfDXn;Iy~cF3MrJ?!2XN&PzIV$@ogHsiESP<WF1m{tm;V|gKJjI>mmdk&?mT_h
zk6rbVC<Ie0CY?aUUlnqCa)1xK3w1rVPJT_Fj$)3_|4eKoM;zb<{^H$BOUe;25AQ5W
z{o1IH{PK7lE3xjstGZkB^9}T2K{WfSA~A5x-(#+Y%nd-Xg>#84ah}=r4|XDtbgM)r
zml^daMLBkv1x^%Gq3`mr{CwiAwAqoMEAQNCV6f)%wOMQYqkKI1a3W5Yc{~GN9}YMx
z$P#MN0IgxzNFw$W=pOu&l>`LtV>Utbt^#R}MaP=qCIy)@2%Nf!QMhpG9#(Ze4cHh4
z81-PqB*GDWpg6B=QuJ+fr&g63LRov!pi2#vAG(qcvL@YbgE%>X%n$hB0Ye$t8R*Fp
zR|=7ICwvz`v)D`q=?ihb`0R#mD>udf2+p5{AWPYT{7FDtr$0pu%?HEyQ!hx*xt8s`
zq3p!ol~-e$OA?XY#^X5fy8?OW|F~v%#Kj`OH2L6s(K9BHWS8jTZ#I8Qd@+*$SX*Fp
z0jkZXc6B0?!iK+@WSWN>W0utQ+ak7=<grc|R6e)?&W$!UGvHmhC{!?<jGz3UpGHX6
zD$dLxo<T#JY2%Ymg9A;02r6WNj7GKU$j%O>woK!~3)=yiQ~gQ66^NxNg2Zh|gFrbe
zPI)&iS~1NdNR0<OP+k4?K5L5h4MKHD(Qz_ri&o*^Ydx@mINDEx+kcJi-z})x_%Hv$
z4~lnMYsh%@-J0xfrE8=)1MX}_SF9N8;cd5{;0y{PhC2Fi+;O*KD00G1#CzbQ+gHD?
zb4Dh-b?@@=&Hg@ZcRwegv_z&Wk3sXhJ|?~t&L!PJ^a8E%_+eO#epqRZ+F|0s<gqlP
z{-S}~3#K9^sBKYW;EG#cj=QY%zXDPCK%VS5Mm(`*dwG5bdt|j96*CXzwQ5Hu8`Y^i
zmVg*ITu*|97JER`p0B<+t!M7_**Z~${tKzRqm*$1pJ-Fu4g-D%QH@ISit*{7?JX<$
ztp4X?i|Y>LU+hl*2yy&S{n2YGm9yN|i2Av`0Gg+Y{D(T#{w*j0Sg#90o&hiK#x9&*
z75$|4CYvuqCMd1UubfZwy4AfgDnh*@JSmX~hM-G-e#ppk?RiI^4(0RTkl04Mx<S#9
z;~zFZN_J9JE>0%wnH5C#OW^kK=WqNNEWBtUvb@nNDjL4Zl+lorqt=b}nk4|Dn{^;!
z(^F;s{sMbg@5>5Oj#GnqeNp>hS2VXqfk<441-dl@CA%N9@_2%1<@cVc1nQ|Uxg?<g
z{Wf3GJ$+&9^Cr(UJ&Js_?jC3cgWNM4x+N`3jW`_O8_2guJ>!JA%q^ysM0D$A^$ipG
zlF5wT%^;kJ+uD2@Z|K?Oqu0?8G&7cG;UDzj6ppSavJ}g7DvJmdn|uk3$~^MEmVUQ;
zQfyV<4%Y?{nC12=Ns}4f0r+7$k{;z%ZLG21JH3>W*qhf91II+#Ip~hN7P|>ywHlyo
zMLK#-MknR;0lO>y+;luK6v|^@qLb_bO&Fc2rQKTcx*TdQguYh$#^`RT`~|(6^;gA1
zbisqGvRL!2fheHN4U{sYUpqR6%}xf-H?gS=ebE@-7Zj~>D<E_!_DlXyJ8ojH99F4A
z?f{6}F}rg9(0JSR+dw>jEVQFh5&YNZ&rgG9k1)u`=r37Pyp=a{{$b+4s@Ili6)365
zHGod80kVqYR7tF=R=T=bei%nu$X_GXxa?GPV^l2))+a?!ej|HhR1OGC+S=GCrufLi
z7tpPQ>V!GHZzb19K18<~bExueu@+U6-<sIl6ZMMC5^wOJD8Hd^qsOjOs5`M@?AEjR
zTulUhTA_4{Azx&Qe0o_wBvpleY8oo_*C@!?Tv#LC6&sXq&!%ZXmgolvt3_Kt=u8|1
z3{AYU{goloyIq3X3yPwBgfO3M<2a(Jjgk}GP6)bVf<zIsL2WMU?}LKj8o=6B!boW|
zSp-ZxqR~5)0ch7@Jy6&pZr(!RUI_QSuh^5ipd1~MFKGsX-~hkm0GVK0K_PStk(BRC
zF$j3DblA&;BM>Wq<jwr6#9g6N>#oK%QPP#b_sm>=YD)MJ&GE?+qIfg4*dzX^e8W#R
zW8O4H10Jqzmzq!y1q7@R_-7)63)i^jhWIpUW<5cmNpMdU0FnbbO_}bNM!qA8!5-09
z#6HzQYmVUOXU#OY`k*oIeA?tzvZMhyCOlu%LmqH5XxlzGXK~g%xN)TjtR16yFy3en
z@HEU8?>%mS)ty-QgJ^R0-JH_90)^g`^w1&RM>L;~hB(!<*@Pw^^ilcHzw*@EbU~1F
zp`z?p>rD^Pw@&5%QuK8`Aim~j3_7%7rDA>e^8RF)uH(UjZ7n5z-d0{WdD7m;byroN
z@j<M(a3+JQzMfY6)Uc(R>S?X6Hq@H=@gXKlC(j<OSo?NwB=ps>jt&UDyqD|J34?i*
zS~zxSm;NPAKA4^hquQS{pZxqex2t941S!yx<AirKit|VLTcR2MsClP7Qc*^Uh&cRp
za%kF#j*YAD+BqL1#Y0Zk?=1{^{&C=(#ZpqE0w0FI5tBPEup9ArH+IR(hHD44hG>UA
zcqwz?o+@$DyBdeWeyvBEEwGt#XVVLp2h&!j_uV>`q%^{=Y>+sdA&g-_MOJh@GG<-!
z3d65@YLE`6wW%{`Awymd;qR5iKrU!rXNa0(;?p<1@uaLLVHb!8&du<P^Mw*tk-5QA
z!*fWb?Ni%_;`UXQ!i!;fX8TTi8+g@1WjR>0-sBM@(V2s@_If6^s*H-a-#TqjnW@Gg
zvi@xi2DDMWZ_{41;O%Aq!fcS+^6>9k3x}4)HuV}%t1;bmDmFI)S3WW6*Lv;qx!RdJ
zFw;eSm<lnx-13XWaa^<!zqufRv$TitSJ%pqvvl3u9rwfUF9h{*FggO~O^U<e*Wqv5
zokDaMt5emR=0;X$G=O(^(rU$N=F+pUUGJj<gDA^8r`Q(t-<`MMUi1lNPITKvy1$x)
zB^aDXcVd^V__$8l>pX_&W?a+wC427vV$(km5NLk2jC8#Rgc?unkv*c}lFh;F0j)9E
zJs*ag`E0Ho^`b_GbtRF2Cs!QQprl^optpT%V*<6O$j%u|g<eCcMu2^8$|M*P-Cs~|
zkLb(A9`*$R?!$H(JTPMQRos5qLiqpeLu>7YZ9ZEOQ>ptv3F<hN407t2hpsm%atAcY
zstMN^lO)yIzX^*z@b}QZgp>8Q95w86*GLqHl=Lx?XRBO1{nJ#dVtjBTQgSuLY<62^
zVXMvMLV&JL(G@(17j*JiHN0U!Pe|`u#;mK~y7AcIxVm#coSAorW|z{ocr)j~BZc5K
z5312@3xQR0**#yuARsMH#z-w6A14ah-i5!~N?RbeWd}``?}_<-Nc~-28-bF2S7Kjj
zoVsy$G}rmw&5m}Vm?}Q~LEXM_=AK5sZLOkV?#p<9kNLZLtLK8}y_dc-heTwpP`~p2
z*kAO6hr_W)mS4M{Q2p7RpJuP)X%pkT-N^a<w$M$|Hxux@(UdvKe*$j}-o}BDmIKto
zkN^b#bqzM@%$`mB@6;BM4IrTyNfui)5v73RujnH(Jv8G2q@Nd5vySIB>RJggd~rH>
zo&n(M%Lh@qanZ^W+9?A7Y8K3`-Tu1|aM$3cb*w-bKoTUhQV0P9IQ8X$2jCB>%4kHr
zGDs!a1rS(?OfHUU)^Ie(w3mA_q(P#(wm};)!Q0-+_xztrUjr>R(x4n^VEa$q1%i2K
z)^enOWAJ9`)CMO|m^_rmL6#mX+z!%*D3(ImWb4%1jr`8tB8>kzGhY@mgtIZNYG8m1
zYYmV9C_;GzWl)_Mt`?cAgsG4A*|S|N6nQ|I4uBmfJ)Cq*q&363<9M9hiTC)Ft_;=L
zjoz-Ho{T&*5WsThU^HySy?^I4K^bUvl_}F%BGRElz8Bu1ON!>|OfD!f08UuEIk*av
zX6zc(4G`#!B%Q3AI>AM|AfxplMZ(dO+0~lf8@57uU6k;X@%+M@59I!bm({Dh?>UPs
zg`*4Pj_7MHpn#KO(QP)M8cihY<FQhTYT-zysDGeuUwXSxr-gP@mjB+o7_4yC1%pwU
zM?UF|elh;><5-f%0XapI%O&K%7b!VeI~n6Wi5&m{V&vQ}vf@kpo)PIKhrOhFm75@`
zF=_#L@p#1qI`yMuIs9D^^UrmB!1rQFDEOX><p%H(vAe4E`19R|r+0QE>Y2-ekg9vU
z5h2GzZf|Y;=NoshPQ&*>rGg-r;A+*QpX>)dUxe%)5xA_(e)1Pr=X|k*IV5vE{HD{j
z->q;Gd4I7;v(-*rDe35%&Ks&7IaRWgy`%nnAb{=ju0EJax3z5mFO;>o8&;_mlJuvI
zOO21+$PX?VhVt1md$;pXnu73#QtiI8-2oAdKQ4aZd$4DrqV-1|6lyp5<*3h1x(H)L
z9ZO;D!s8re9X)?-wrnG#%Bt(CXKY&MZS%UD^<8(g4deE3{&cCF`=0ZGOBvAR08<1x
zPW2zBW${Th{`rS$cJ1?aQUwx!-Q2>OxWFpY$b<<zh9mWXq7ztzZ@g=E(Vb5^(wA^R
zk85sTu*T;X0xR0(PWfjFf#Hf78BUp+?~su_<lWy81tP(~^IHJoc4kOD8;Y<g8jI^c
zlEu*7w2NB+zXP#>DDMP%`}Jo47p)sl($_^YHCYT@AR{>a`qDX3H&glQ^7BX8sCzxs
zh?ULFsh93C4|z@nvIikvr#t&=$J`{Hg)E;-n6zOUT-%=0WK8x_*m^)$fMhl)dDjn2
zdYG*J97D``H29NgNUCXz#xl=~<cxf6k+>ED)w>^wCz9$R=Y8E94}MO7xKQ%G$#Mnf
zuTH9W?YT=0j8KHFaYn@nZXu;VI*y|QWISw;cRu3t45~q-^_33T1r_b6r_<<0g|P#>
zp#W2?KFEP~YL7axXcZYG=OGJQY{Q8LVxJs;Kh@~J!GK9<dz7g&@Ol0!*K*!NQgfgQ
zL4(UI;JN0R6}Auq_jFn=X@F2;8S{Lg;jY^!kq<IJBPM_`Wif}+i!}?1F<dE({@nF_
zmMK(0iJT}-Gliw9>4@{Ux%Cl+f5WFT5p~g+VvtDUQo4>!ahGwFjoUxazEfKWYW@*W
z^&tr(oVEn|JgRBh!T{POM#AXyeMOfXIq9s-p|FR`*B$c1Z~XU5|N5Ni*8Aw^9(lOf
zwi>A{&L~U7jS#uIqw?;D#D!g}Tox#ClXc;k%RabtjQq+$qnazFhjF#I^r8Qnv2$X*
z9ZZZ$?n2~a-4n0A{hV>rtIL%60q%?%?*jp8Z``)+qxM1|RC^6vUUr+|($|1ff-=oS
z<<_L@(c8uOfVgemm}?;Ioh$;c*#3*+@~#jil;D6NQytKjjuU%AKnKlGs8030!~|nD
z4yaVw?)cO@kN}j_-j#eYLngeqE3!w(ShHToCY0CLiwBU^Iw<M;L4ek3C4Z8NvjCkD
zHIDkR-h(G&;`4zA4>$mg(3(O(q<NHlyAh6}@j7U1DE%fx_u!RYvUz0m?d?b_;S`s?
zZX@N`EC@{{ZiKks$5<X-0x99sz<`x&Mc0~nGE*YJl5LuTt84^K@1}!vymGq_nlcP}
zw|xdL!jf?l*_tD4c{w+rDu$R`1<Dj*llHi(G9Nu;)mG?-z>kZ_Pm*UiKlTSQxGo+O
z%;W(=KsuxOxDM}Sv-1UWDe8T3kMH+h4(UwQ9a);U9=LbZs^2^EGktmqq0a}uD$j@6
z+ZLzw;}V~hUm{2n_2ln-IsV|vK2gWuC$gC@!z)&Eq*qR~MO6sq^@_eIFG}7okHVIm
z`!%1w_n~`+`pC8P&<C*-DBirQ{m)@-kmnYINbs)J>ldwhIdo^BoIWkqmBE*v7oCPj
zx88d2{nx2ygaW5QldpPn#0{q*IiaJ5`$5Co^6(wgHxtL_0s}3hVv|Cg9^MamdSLPH
znTgZ4_Wfy34%L%fOF0_XHm2?MY2Vpq1E?<j`*Z3A$*chEeGgWBG|{)sdg{rKJiW2r
z4@RQdFLOpBDpH@j8=%l|4FMd;7X3PVDWczA?a+C#I`IX}Ll=Uej%E33{dW7M^#3iu
zAh1m`e^$qYB!X135k<j)LqC@7h`!(hg$-nn*Az4jN-v;!eJkfjhJ4zS56Ni^4%|OP
zi90N}EP(v3&ab*AaI4j&Vx}!@lnnvZ`!7o<qQ63>23!UyJ7qF1wimUHZKGozkA>!Y
zWC0!+K}?l2%M{^&My&uD@2j61l6Nz^M77gnvm)jy%9HG!$MzF~m<{Di(pqlXs#lyz
z!j08mMX!hlcW^UWBdE0#G;77IK?I%}mr?26jj(hM&~UbIn4q0>>-BqlPH3$ByGeWd
z#wV$oMJ`i@y~#*ES%1J7x|?YF4g6V0R<g6HsVkc4Yi*IHtPnCZnoLW3<;DTZ_#xNA
z#tu?z<f&BR<%p-8N4HMjz`>$M0w8xobeHEz&oOuM8XA@lgQ(9>O9IXAm9iMergpdn
z11Qy%eR^r3`W^N{)BoP{u>+ySLdF=#z<Y(7GdN$!^9Q>8dApw-x>QTTV7ga~#l>s<
zZQs)g0ZP)K2?Jlld2<EgM0QEXWVcY4=xvB%G7e8x?@lQNDVoP$>58CvDW*rXDS=V}
zDFDvW-{&hO^6KNG2#EalS{bW}D!gc%a@OhFf2&2e9;N7Unc05372lwzBa>u324OaS
zs@G<NlH2vKjqA_d8PeUepw;%}yp*fO;nfS-XP`HJmHeKLY?c%sTUGSUbJ~0{{twhB
zxhEVm(RbeY&d__{jNsTEO+7j1ejk`-3P(}Ll*<YG5Bx-X-Syn${H{6Wp5AkEkv_5%
z3ywlA+>2Xf7F|F3%cNY3<@??;Z_`Wt<1xY5ufdA)YstS-zPCI(ZOYNh?Q|mTKZ<(e
z`y95#dZArfk4ut%bVv>Y7eZ}M<DrnENH5yn_@2yxeeWNAT+E}P%3-~0!jjT8P);6A
zzfFxJJBjG4$CThVyy97;yd7VV5W~_}4M1H4k%1s3n&H}(T`gUdL0mQgQ-E?w8p)@*
z^sFopu>`6NS!eWNA%%Xm40BtMAUJmsFdA|U6jSvo<1R`N1i|diqjn_q8o=n>2kU*e
zhqz_43lm*3b|BI=C=~+CC5d3NzWRpkA`7<JdmV^Yb&cV9`a`!p9v~{achm4BFrZ<O
zZwNAh$We2B@W6%_T8Mdi7Ot`JqgxDQz#9g1St|v)i*dlF$<hpDp15w?7O2yUA1#GT
z)|(vgT)eXVR0D&W$d;GoUKQrEf5%1Icvqb?b~+6%X2WlDHf>->^mR6^6F~V0ZR@<R
zaUju%0_d3dk94ImaZWM_qOcWKkRUm3%Hx@x3m1)(P2_EoosqU1WdDC4E3CFwior%V
z1Ypb0YUG(^(~mz#&Elq`HCz=^tipnT;;ET*RJ}63RUNe1!!Js9o{XskReIMedI0f)
z1wb>bs3@%tEf}<sVw8g9bhm6cdXr@9CUzB)20F&=G-|9iOHFAWARB{hJjB_6Vq&;n
zE3p-|(&e*zu{<SguViz{xI#+hZ>QF#X{~JZ%2w6l{X2rR+8T&2sUZ((wsmkde(yif
zZrBZtor1eYgh>e36<Knv5JnMI{3FO3HP|8+lWcA<te~X2tpUE9sJOmvF-HW(saOTh
zNCO8{HpVpkb>g?<nCGh@mUR)QBJ}d&H)GB0B#LuYU%hT=$w*&cWyn<DmOob4@*Caw
zt2$Mi)6i4#HZ$Uq8z(?Fk`i?N*|+9Uv@S4}T&C6D{;L^+yz@vrgMz#pvI^W~>Zu*E
zVMqRfDn_|3m{<OHs^s$l*3SmN+@sRE3i2xDkHeKfue-pAmv%alD87U}WwPawN2cA(
zYj?P3NFipV<7Wr*19wj*4!i}V2pqdxV7QJIME0%vuIF(mT?&hO!+&3bnh}BZ(sw+t
zWz$WN#R+@J;j!o(=b({avhOp9-nYl3W-P4IuBAjb&|GT7uBC!jIi%?6r;J}rIoR1h
zj+vg{mOV%tn?Po$TOyJ$Fr40?M<5UeR2k+W6R&px+8D#oHZ-DEU`N4M`u|n$QZd3m
zK<Q5AIroc#!0Sj_n6Z0uXBq`Y!du+Jo^cQ(1hH5PbZX|Kx3iBLPg~wI8}u{}Z)92n
zq@N;C%v?CvW<NwR?`}`X*dk>K+f2JAwOFmN%Cy9da+2d0a5$_O9t~0K=FhGOst%?B
zILw|>d9*qmjqLsX@>V-!ROSK%#i5R@YBJhDJmx^9(ScpJz~!Bt=)nsM`a{^};ej_V
z@45v;`5bcOM!c!6sK}0SIo;a4DRX3w>7O%)#xNT^QWjq`<dDzB4@dwrg+Cb4=-5Se
z@;gKEcmDV`wBA3^PVB(z_WT2rBm>5}#2^wleqRl0Px?07Ox15<=$_?+7vLWp(-Wev
zqq!Z-jaes~r*Xm;vWHBDj1};6#sRVWRnA=u3_G|CyiZv4^OfeFS3{#)K014={<3s4
zg?T8Fe!hNdG~xkW+iuug(fJ7d^J!%b(DV6<dfg;0)Xwu}oeEAmq^dQ_Ei*O$yO3Vn
zh0(Sp8N2w@dCOef??H{`8WRAfm997D6MwT?2RQ44w3mFo>L4<kXM!xPBwcO`f4{cN
z*s!}lYsT26;2)^ejxCQ=Z(4b?m$l*Xzb*N3PF}Iz%Fu1YkpGNKHsZjr<@H#zi8!`u
z7oPjS33S)zdy?%3#!V+>@KnNmR1+^XoX?-AeX}k8JG&(&V_nQur%4+|8FM<mEa*_#
zQ7OfIaCT^puWsBtC-h%qbM-d=o*AG*KeEwVI;X5_L-HxWnmJwEALwHVT#7TOMZ`@T
zsF+KlW^VB|s!({P5UN<N8I0Do?wfip!Eka($S4JO0|hqH!y)2if~6CVo@@>1t_>Kh
zp=`{j-k|lVT<SzBq`H`fsC*6w6uIqP80EN{8D*a@{271-!~}+VDFm0oWvWl0a$MXI
zTrJS2d%nUmMkdJ}Mslj9B|tQAaqG!FO@L;wxq+q_gU&x<*++IeYs+xbvGLCPW5Gl^
zJp(ThBnfIdVMP)RX3oG~;Hex)A}Bc(5f@e{3)ZYh@n4&WG{H+4PzK?4J8ZEhWAuyi
zqZqY4fO?f@nwF7bwj?PV<<QH&_3WFWa!{zAEqV&djEZF%Arj*V<YzO^Zj&=9`mF6M
z1?#?p&eO{?X9Z;nM`@`*HzTpS_P-RTjg+?011tL?hFD=g@Ai#3UHW-Cs445=Z@uO}
zf{>{r^H1)bKU(6ikTd6hYikMpEw5yzpgTavLG@Ea*t|!&-mMkcH&<z@w_fRRe-J|m
zAId8FC!YP0`|O$IH4feB{uR#vc`vM#Ee-8@^g#Fh*a3n-=Fc<xT>_5>USr}O;BxG^
z%VS#Af0w0gZ#5kQQ-7jBTj0j?oCz-NtwiQl?j<XQM)n+qqeu+dT)Z)t^zw9zh3=*D
z2IMmz0b-%g^qx%rFhpESsZ9$p5|dDWWazA%Ut=RYDd^_A5hgVfw&J_<{5hGKcvtsw
z!G&z~CEC`&5?k-;Yd!ll2<qlYBrDBFPbS-vd?m8|=b4u}w;(LIfq)kRsVRTut_WHP
zO8EzJd`<Y0Ih3h_`ShSJ9@mHimjzz^2da#{zqvBT>gg`d{uB}PbVYZws|_U&I%C3@
zso3>#c{$N$=+*bve<gZM+z1J%Q^v)*QoQT$u2Uw(_-T)&4>clUH~XWKh~7voHy`sS
z$PQU?LH)z^ejhKA$g+Z)DMzs$WNvA%Snk`@7xLUMa}H(A?PK>2|E>sWkYe~FP+c6D
z6qi9*bltz+m=ro%vvAHbzoYFOq+x}7rQ4z~guM3nRm8>5_wDR;u&41OKmeb-Xc5_Z
zMa5a+(o=5IE!{W%I+0_Z;%TFO4)SlqlYMfXl#e1DSFtGDr4@Nd+)w5jz7rotNG3*c
zrl4Tt<JGpvV2tH?JU#mREe*@7{pP*0^ya|Of1pESmKeg=CNV~rr5aIO_Z$i);``Qk
zEIoS3Ylp)Ut#xhwKbe2;==lIrL!PzC*NJb+OhrZbCp-Hn%9+?B7k^F^FwH&Ex?`PQ
z?nx)~;uCyg)&jIw^Z<UBmHNJukv|49OT=nL{Ex=3$jYa**a)HKjoHTBi@^9z_+b41
zRF=|V3_|Yl_Q^3@VF1}qmx=lMb$WAJRj+N&nKHVLM}o{*`8@rC440IJt#Q{UddEi+
zX_r@TppPE(Jq&u(2$O>H<Ri}_3LSpuNeT|HdyM~jVf?CT%H?YfdDZR6gmYS>{G1{(
z1V2yy^TtK3x1`YR=Q6YTAL!>ZM{z=4%i{~>yMn)YbM!L4)=4yko{JuIV10_o@+kZ{
z%q8D?Yaf~_epzJq0ZqhLRL2~FIyq2@pMd~NluzUwk4b#v>`M7bT7>CzS8<c-Bb)sa
z+C=iZ5+=OD=G1cD#R$L;9^X^z{PeV(EhQMyx5$E&6o9cwD39WjnihZbyjkRApt1y-
zhEY=z$|nf0S;}obU83qksSA=NJpJ9*&X~wH&RZaHbv6m6T-+}PKVP)l*m@q<2^HD$
zdb0bTV*KyyR6LgqNXdI9J!5pO)U|_HfKzlTky(>ZRR;C;kRvo_CIfVO#)5T^fc((~
z5Z&IU?Jb-A(LUEeAw07>N{m+qanm~)D>3yP1ntu4HU?2^@`ZJJ5Zc|sQyC2yWkv=m
z^S2Jc3LKj76A)dtiQeu6&j;s&g%e4;WJQkn8|3eTa)&Z>1C%2d2T}oNG&UDz10=M(
z|AG4T#TmMbWNQ|`0ApzufTe*>?xD45{3epE@cR1@f=V}X=w;biuKqp+JYYMrtzgtE
zP4WT#H{wfWAtG}D)d`gbbxXQBnJ*LB<Wy2Dlcos>iiCC-&|Ua+Vq%vMeWXWNwPI83
zMg>7k<RM&t`}VSA@%G;u<iDQHEvRU=+(brR@5!ua-eej#1yTe6^CGxCslpa#)P4n-
z?}CTZuw5A_d9rgdNK||C2u^SIEC#?a{g`jn0ZyQCO7LQ#`Wkw)5+FAn{T+7@Q_|o%
zkS(vvFVuTgC;~fzhnE2J@UwTVG#VRjI}&3K_R2LK_q(jYL@M|P7!x+2`>(5#9s*11
zXp1c)S-s}*zx^GCL1=ZN+q*|@dHE=$(}ssU{xk%#fxp4m6Mp6RP}Covq*!eZQVH!(
zK4XAXV#egagtd`)X1Pp~&`Eo7#=S1dKfLQ7X=}niN1Da;XM0y@R@}!uL$Pn{FzwtG
zfn7BS4C$|EbstPPaBMUMcxgqqGNXWNQSR{{{eP_m>nlvGL6-{44+oMj1MTdJKqLX<
zE8CQk@*7oC>UsJqW|z!a`UHe%Ow}<IT9!HR@<}{tY>FEGSEUsCD3l|Qd}^2a5;BOl
zP3tm6Iwcq`QFUy=Px=M!2AGKLH%$LW-b`Gq7$4*6Bd){dx<rP=%PCT`7?{qqY<v@T
zK4`Scdt`re#+v0utB+ae2dPFTWZ`X2d%ND3tX;?NKlF})xH6Jka$evWRyF4<j<w5e
zl8l$$I(8g=EV}|f^~z?XEho%VNinev!_y^6LIuwDNlm;;5{1tu7dC@P>Okq=CF`ef
zawk>UT~&5jIt3^QH*hU5jHM#sI#DK;&2$=c*I6=gt&=P#qy)G>k@vH6_7q>R9H0z#
z0S6^YkhPZh)dhXHZ;woSj<JIJ(4J{+A{)ygdt|{&*!Zm+UC%LZP{=mK){ZjiT>?xs
zI2-ouZ5Iz&;Y@gp4Xz-(XiQzG>o9~`U$f2Cg26x$)3K?Wf-ikP5^&)iC=51d_NwP#
zqojz3h{TRwLzYO~3p2`MUa68*P~NyKko@Iu`@9EJg!NrGusoXM{YTffTR26%gJEk(
z&KKXh)^~pb_2o-YO}gG-2n-k~jvjy8E*2Mtc+-W$Jp8C3kS#vhuG%$2@upr|LDY7z
zYk5ok@`tSPZHFP%Q7J5#K#}WMo_aL>LIO@m9&pRXG0SDwN@Z(@&h2J8r{L}fNZ`9r
zg2m2TH5_`GrHko|4nF>O_2c`=Wq%w$dQ(V*W!5&;_d|vJuK3~Z=!lYGy`5=r&7Yw7
zd8eHHh{ClZFUp88AREvcmbrK!6VD`EjA+!XPXfUXXvLt|OZ1aL{GuiGG!_|XmRaq3
z9>0&$HyxQ^S?%=LU>{|Xbm}In$kI>{c{TI#VX)3aR|D?coev8fE$gz~B4u;f`y@8D
ztLD2z?kAS_c;fq64dO`&^_`i`FeX5YS(mLxK1LSA?z?qv{X#n;syfGD^#IIcxr|p8
zFuKoZbhneZ#{o0-e;{z#ylnZ4>+tmT=ZT5&COSQNr6*BM`Dyz3!TbWnQfYCBOQq-7
zkFJOUa8KMpx>Eq656{iO!2^M%w45xo;COZ#`J9ISZpqFoL)q}Z4D;Z8ku^;))yHQS
z=nP<63()AvNWdtu7mI|ah@6d{pbnZK_`WorLdt9~LrFKHkxt6dCBF+-^F?N7Eo3zd
zmh&lFwnDW#%6phq5Eg6ON3vHs&NXN#8)R!LFHEH3ZO-Xylcj@9NnbMmz&O<_MaT4!
zy_yf@fvl@xAl^dp&ue#y5rVz{o3}ngClaTR6!Jv&v{~BwHyPV2b~~J9OCq=kDPr@P
zGxvT5ew@aqtQKPb!+audfLmR(`=d-FRDVqhJlvAnF5xA<CRVf3Bgv*(ue6nW0{dqO
zS}8HAzox&Pc#!+4hmrOU`P&T3eF=wb$uFKC(+aEBG7p1)N!G#Jxj1BXh)~kQ5ZkM(
zrAMPN6rswG+io5i8_R<5vgf^41J`pGlat?{YPvhyTjDRE*M~aUKUz*0j<JVTOs;Tu
zVoQB}5C|_fPb-r-QGFDbA<Llv=aT&4YtfWb075h6W*_Uk(=2ztA2d|^_;Jr-(0<Eq
z;3MmBk?g)pEWZSUm0T8__kucJCz+!8rNycWI!|C6R(;^K*JNmn^uVpUCo@`&d!O7I
zdMheYtgW@x81TE^m@ud3&;<V!>5y$8@|Sm7!abx3GCDdu@Htn->iXc2(NV9Iy~jz6
zGUJNrQw555O#Z`9Kdn+2>s$OX;-^?@=l5DG7z!|24&tjp-XdvETbK7aW~;8k!|3!O
z;Gp@IHH8<X9f)6M3!Ee!KyD=Vh*;T&J(&>^*O*hr<!qZu=F#~%jHGi|*_~?*erM41
zk2XKduB5R%q%u-GxPw!ll{{X?IDVGJJ^6JcEPM5%)S;}0!gUQT2$fq#%_3kRI07*o
z<nXwyLE8U7$&XryTQ5Wa&qxvGPTP6rer7<|_Z9%zfWe8Pw$bxL^|wL;%}n9Q$GXm4
zOks8Pk48VXuQ3A%lHYheb;--NX&v7@{(#u|V5mH6Fz>%Nzg;@f%L*`Wx<$SOnhy_9
zp?s;ky6fP)w>Z9IWgEB$+x-yp)};kre=&2*VB<m1Ukw&;J7x~O^Ln1aO%udqb||=?
zYe|TJd64?8C&y;*nf<K*7vkf5KO7|Q_2v#ew?vD^KlRex>IG6p(LSg#F_6tJ&5Sl>
zQ;ZL=vX_%iMa^1(%V7YdyC=7s1H8nOj)wUk{qVE~-KNc<S1Iiqu16{R2RV`bb0c5>
zHl+KcnuY`gG#yVqF*3(^A1^SrH4(FJJACv3FxcQR>2Oni`J0$SG0ekG6^Si+*rd|8
zBm`U|>zT_K^S35YsF_Esm)ouzFPybpxUa?&C_O&2t*;;KJfF-&{a1wYF<!*V1-s;6
zO^)wEYAK%o!)o1m4p*b~XWpGrotb@AS@rl>g2*12wbG@_;JDXnpi&v4_$q34r9{SP
z9~Qh^uG+=9{6L7f2KV`@(E;<2USx<;5&_3$?L~<QjD-@aQ;ALI=<}$xtsq5Lx>J}e
zmrAe+$|Hn1cZ0+CQas~#d`y204**Q~Y&5ecZvT>YFip3lPyx)qDVuEXC<!I@O4H>i
zR{9w2soXTuZK2(~?PA4cy2PGsAMFhDi!h0uzl~i=O^urqiM`$3>Yz>-0F0s75JTjp
zcN0lD+<_Di8@G_P!udR$k+Qg(JjO?#OY#|<0M<SLpI~h&D;yJ12qFUiQ^a&l5nr=L
za1}x4nuzjItNHsQCwnW>I!}t404wVpt{Ikg7A#7X*u8yQC@Bt%(O~g-2F`5Fo&3dF
zlQ(f%2Q1|NkE3%BXZru&_-2?SI#ASxnnF4_RU2m0!6`OpB{|I}r#>=soR~vLtvQ!8
zqnJ}6<ygrSM#Y>}<TRN%A2x@D&+q;H{fleYwO#glKVQ%Lz908)2%9Mm`(M?G1c=B{
znz52<R2%IEh5Mk`F3Cwa%^fgMgnleFfu7|iiON%&0bZMEIjV$IWU52b%&{P8+c<V$
zx+_#BMjq0BE(@Tw8pduenU(60J$n9b>$^(ust(&X=JVTO=K!BnIP69y{zzKGA4~Im
zv3sMUu7S<9q689$fS-&#l=&CflIR`SXqJeaGaX^7V*cw93BwgwQ$WZEt(jL?P9~!J
zKUpYeHiUGNax#|y#OdW8ruIJQa_$mVC}2*3a>bR?>!FCm^Vmj6xqKZT_z+Ne^{33_
zhgO<F8hJVH%f1j=<uB|h9Dajuy~YHTv1BkN0|eXhRj01z(T3Bz$pCPNclwuF9ARwS
z?8r2cVc3LZyMO(3RgLF6$9Tru%-ODwzV!E^@ySi2xchq7;dO$?rbPEspy238qk$J@
zV<-1}-n^U~CY))}Mg0dtmJX8se06+t)ucm8$Q@zi)sq&h-3u{ip@6(lUAlDmP!irM
zC_H48g0Q!ldf5Ln>G#F@Xk=;YVoBz-DGnv-S4aUPj2LpznQH*;o771gaanPjynp?L
zsrUpn7_Vrw9XjJg*RbtCmaBE)ZXr7^hjEZ>l3R`6*CL2Q>5*eMFLly3d+MLl>iv-x
z6Uz0)yccC(z<1&{9IwXk=cV{gIFq%Kg*A+{B=J{;*f~MD@%z!GX&|I960j@h9Ef+O
z@%o+yB}hHc*XrQ?tub&@2w<mP9S_n=a_P^hBaBeV%EG4xvB6N~zGuE))0hOS4>&N_
zXtH|JNLg=Wrk#MV!wt9!5yrKvh5KD}m{U+J7Q)Cmx50O~;uD6$MXL2bZp(PrXmnat
zIsBa4$8C2LhhwgKr(O5a>OXx1FjWC>Wo{NseT8VV&qzvvV$K+f06Z9&<?(Y9Jrg3f
zZ#tsrijEN}rPE>KC>BBM+Zo502u00pEIGwD6FO_eWt2xL_j&6i8*@`*4`Lbzbp`_p
zR7W5YFWBYWjjiJ!f@=vWz<a^~qdG!qPf-V!a~==B?_&K$k&Qq%oGxZMAs+u2G7J}N
z`6*@?;-a`o?3GfPE82~>-?Zp7Dq_z2F*`o*^!D&3R0m;Xwv{u~F@~};G+8Ke8pOAI
zXZhXn*>jmlb@gPB@x~}=-J^@N-=08~r6(0}Y4<n(I$nkBjyN6L-kXv((xbk-y>#Z^
z2huiNwIYN+9Xu7m&XeUX94ypZQ2DHv!h%pmBH7=u{1hi@zEk@0&OI#q-UQb4PFZb3
z2IG#C7ECOHo6;dSHngqswfd-M3QI<c546(*rhlfld6Opl&^=kSUaH)m>$_1C_BSC^
z%JH%$dhhobx^!7nh+wixSBatP_t67{THtdmiJb1|?K)7C?pR+{8zLP5e0%WfiU~aC
zc{2qg0&oWtpJ`*;+k*hO&*)#r(4+SZmz<ncMZAIjw1X<FQCU2q`-A(=+{g~;q77)B
zD2hC=|4Qn22NDCs&A|=DI1a5}lBrp0A+2P<2sHy6;bk{3Yz-P{-1gl%upT0{m|Y#Q
zH9I2OUB*jr#eaE&8Qb&jxVB6xci_;gY6u<den##t{M~xyyiTI;sEr=Ii=So{%dG`!
z-H#Jl?B#sLT(1zOAQwD<$vC|MoaMOQacxa7@Qq}uY?pv=ni09=?v#N}8!>WNZjK9*
zIZ6QTmx_6O%P8CK<Xx)(jog<t5oHJA;K?4Rv3l+Dzl(O<4#tXa8Bh#}Fq+^Fv=G)A
zIV#8-fn$yvdMAC(ZZX{4cJRr;<yacVN7)X-cZuzjr;n#6J;lW4(g0&+u8i^|Euvi$
zUhjv7x`6!TXJxZBSU}bgYp7faxr=d;q#R@|9e609?7SLX<NVz3mN2NWT`fP%abX?@
z5*FMIn0m}tyV7lO!{foDCqAmj<A%~$VjrPwcg2_QuHL+@rP?atwsFri`mlX3F!w|V
zgyrf>Bh4qBo0xMe6D~e~s;Pe>__e~YEwn_$@8;eC-3oQmzLA$eI)3Jgefr0gL0r5`
zYfrE6Vfl?nHJ{+wD^JvbriB}7X`JHMt+|n_6^gE0c!LO74}b9StW7xbCv&lGVk@Aq
zqT9Px+H%Z-1ro9`Px;p@i3O$mUbnsN`PNo_rgef>2Q4(-Zpa`jr@eSE^x=4}YKS@!
z-WLrm?!Z?C{NVfTmc&0>hX4+rRK*=BcL;+>mh#A!r|aHg&1YYo;Qz?jo|0-oI>Kau
z%i(>VOP9-&sk1L2<+lNRDcI@c2`9Zt%X524v^+q~l<uRQc-+n*TONZo2SgoJ(OaFY
z%zJDT7zh&b@oW{H0^WBdB#B%lZ_S=)4fBYb8(AvOn2g)}dtSUm+vM+S!&gyJt7l|q
zWuhFc)xQlS%nUzwc2fFz&Hd!Wkt;Re)_*)(5%F?8LiurGlGT!{^fcExy8sKviN8wg
zL7V-x1ng?NLhXhJ**8x^?mcV~21Ot$6#n#obYr$0ee}FC?&^=bjx+6%jCbS5p8e7Y
zO5sU7FNoTT$-rM<lB!ih#4OMW^+dhjPqrpLg1ewtx$?RN*J6}m_M3tyJTN!l(Q}{6
ze~&c$!?06Z_*0_@t?p-kB|}&W6Kmm7*}q5BF&tnZWMs^(y@InM%8p$9chWBP#gxtJ
zst~@yaoJdD`t?tLLeWm8t656A{XHrhe#%k6KT5q~40=~I<C=Tcae9sW!!d$y@TZ7b
z`;QGPa!>N^Zo_yhLd=9TTNj+o4zJ*^cN?B|oh;D{Ha|0eWx4I(dGn#mDt1x!@N`)a
zr&Q;89L>z%$ChL1A--Y)K&#c{0Cx3^xmT)`xQ}|dpa8Ik+P|Y!4#ll^LLNd3@uhl`
zqV7>1)95h5h>L7j-RB2$h_e`{mp~z<<kMdo?!8}YvJUvGXX<`RF=!y1rl;^$#qBv=
z-~eN+gOc;Roe7pA#o@h+_v*RUfoRB=)ds&0o^@;9X5!H@@3f&_ry}RcAdB+Ok$aRK
z`f~Tf+`KV-QBzy>_||~Tg;4XSIj1m%-+yyF`_@%hS<qO4cUOp%m2Z>LN-OD1Q|900
zbEGNbX+Xf74yYb%k%(BQI-h++D3hOirC4#dV+22AN62yWV|k3HLuS|tljlfLAU=nQ
z%(2AE;VScD@s`eDGM!e>A04GL;<K<QU_0&rrruSAc|D2+(wfCPlz3$lpe_bkWM3<V
z$D%b_cH}a8^Ox3bz`tV6R4gwH^wUUe8(%9>T3pUzJ{u`t+o5U3$4WunhPvrQh9=7g
zIwG=<etZBlvpyNe;wO=vAZo(A0#b|SkV)LSoe=X_-3{#vn9Bq&M-^3=@JPV5Y39}o
zGGQ~d4?^9^ZV4-ega#K+AU3Wl&()`s=FG{kutH@(Vd9y4QT7{l%9Z2Nl{etNGaZ@_
zz@vojglRvhN)*2t<dw`48gcudcaEpizRZ{{McIQkr`Y9u)9#ph4YpM@Mbs+=;^52i
zmiAe0)`}RQXEmx@<vnl&jxKelFXMdQ$TY%)@|~mvI~kgxJ(<q1w!U``#szt0nxUZZ
z<L4!1{qAp-IDrj9^<$T4mE*|q=k&jJinXo4q)VoTZWezUxr+p{MW?VFJ`R=`s56jE
zv2-|O>X$2~XDX@rV>`W}R1DF`v6Ll~J9PvFz-mfgCJ@}#LBcf}HvxsS9^TX&3;>;P
z4h_VubNU~5{f!A}ALa@3!t1vDhE7lbek_P=&%Pa_-^H4Is$8!%kz_?#$%7-;3aBfV
zroau^O1yQhS+UV*JPt5NVUI<1$F1AWVK*zR#EoRS3F2G6Mma7ZB|$DoSrE3C2h^ni
zhW_$WMIf0unZyJs|IDQ(k&ztvv-l&)D*D@9|7PAsKF3)-{Wk~yM28x4W@X1O6+|38
zOg%1v?N%jJpW7|>^R}U?%JQ$d=w-r%4Wj!ApGhxN+cq7TJx5O+eSYf`^yWF`AEg0K
zMtg&$1d|n|<|E3p-pYCX)pOZr-yn9yCB*>FLlwTg4L@$cCAtra)(YH{8OKjZa>Iy(
z_x-<reN4++DgEXVHaC~T9&;n;8?^7iGajXVQw9X0;K8m47~y{*LX#IhbLQ+97~XRE
z^-5J4!A5|;De26Z07$;}O5eQbk-#?#hN{X8Tzx?IsdtJ=sJh}MX&BY#C!Jy2u8Q39
zIjpwO=?o@T)(&<IKPv-dB7_`$IUxQ6^0q*Hn<4y$Znw=qx}J;4NDGPy0t?2g{+SNa
zp(`6#r4iSjgW~vChPsqGcD^Ia_GOUdGXv=HFXD}_1b!1U`8fa!g+XY-vaKCr6=iWp
zO)Z7+5^inRW9`<7AnDWRff+ESuz@t^z`T%bTo0{xqbDpsuG=8Ba{eT(3>PD1uD;`V
zM7B=p2+C@od@cMY^}+Nf*eDH%B05&b@06iIH`=eJSc2|&R&e0&6U&<R0Set_*3`uZ
zIOjkd6ex?Q(nBC9K7epCf^948^oYk{jDYRsrhn(xh2A&QXpCqWxV4iX(Dz;tGjWTe
z<hWbr1e~4AO_ooKk5DN<mHZGAevkkyzBDEMf%B{5qNos{s|UTzmj3jm5YwF;e0lc{
z6aoa&nS$2%ONr}gcIc$cY!ID1R+XPuzw=ns>lCQT<Y4g^>^`O*IQ%wFw^7$z=?}1D
z1a2I!?$~!yWf+@2<t~|X-|lT-C4ypdTEn+UCTUu&_^i5(#^Xavtf^o#lW9|^$0eU{
z86l21oTRp?1rO4Iu4tRqM!s5snOg)p$mY*~1?i-vqCb#{S8pw+-aR|^#zdLLO&Dpw
zJSaWlsrw-v3W2DGO&f}2VvuVbg%r({Z5!QdiZC9E&CUAp#6kgk{fF;HtC#eA2j;yq
z`qMml<;uJ2dA)%$i_N;S2e4(W4twHq+i}?gst|S&RJ7$^F&*(rJT)wVIvU37+1w7j
z-r6Qwad{@w;v6Kt+JS`5SO_McCQD6YEcMdZ@+_;kWHZHrM7N*0bQ?%*Veu%~stxAw
z>Ya+VI!&8s4lP%&dvzHQ%}c&sHXa9^q>g%!LtbeC4>%=tB)<i%tyRAmbI3MH?eurl
zCVDF%9!j%-pvtj}_hNo4gA{LWKP$7sFHVGXu6K#l7iZKz?>7|9-`@865L3UUMO}{(
zTgQDr-1=Mn7KJ<qQXg_||1xIgy?smxwZ@zf^5p4)7T+^r7op|dX_yXbClYle`3poo
zo|dgi`V}j`Z;*d^I5r}GyIuoK$%gGQrDQ{dxsWV7bH4emv$60Fy$!oG768N`apc3q
zGGb*>Yq`Khy$&Lo>`lWMc*&Dk3l<4UfB}dh*vH52><H38FAb+1#zl28DnZ-8T^dUo
z)UWimf#3(2&~i(sDQyFi_4bu~Z9b=7>?zD15S3b>mTn|k;hUnsQzz#<Qm5w~?kPTv
zYC9}lg0?V{-e?$ywjfU2Dv0=ZcxRZn1?Kk?8&mCs*M8dr!^XV|QYb@2m(i^yGwa3H
zr??*J>(d(N>x{kt1GsO}r~g2+vN=F5wiQrWZ-oy2JY7ET7I|Z%rs9h>^bm=9JfTxY
z4r}e@>R$Ctt9AWh6nL5YzGz{dlI^_A@YuO4CGKk+EqV*TA@=?-{&kXNHu8&GzTBtD
z^U&XI0A*;#<;jz4XC-W!7tPRM<Dcw}=Brf|kq@Nu!6OR4{jw~ZAm>itf}!fmEfl7L
zmfGt_H^29UcufSt04+9Bv4fN#A`8nV`@1z9jtdEGXv#sxFg!t8&WKRXo4GDgz+gQ|
zo5cJ!0!4EKWm+i1cRTPeRV&~5Ig@U``mqMkulb`@i4u^&E}DGk+Oa447eN{uv6~WC
zl1T7RyknIW57ybnpFWp*I(Q44&k(6{?oB-@y5SAD<H@^}j6c)O0R+pvP}{h+5_|lc
zi4+F8E9j_h=*e~2mbYaKpA%X~z0>#(r$gl*TckV`=Rs&A-$s_pppN|)AH74m(lszq
zy(G>+-RtL5j|s|?+1qbuaQO+s-Fco-YP5u1&!(B7spxuB>|m?KgNl|mInTj>5H_K^
zwyw+@b>nDeIf1q*vkKvF^l6?t;&}S7I4z%-@V`#hX}EGo&$$N8K8sN8u$52FcFvQd
zNp4!F0`8%gfPDNwNwp|Ht7L;@fSv%&q5oLLyv}PNIxuq}-}wy)46bT-e$P9XtoK<v
zPk!0zni)~(h)C=haq9ln;sj29c;soZ+4kZpTb%6JR^Sn#)TV&*QAB_s0~jV*|HaoH
zvt1UXW6#FIgE;>fJ$b72*0*&kLRH`qy~|E*JNi}6nK_+Mtx(P7cBQSK#`o9pHNx_<
z9*v0^8qP&%6FABJvSp#J(ZS?DVT#0o{^Xk5Hh6b37Rj*()RM<=KVUtMTIf-^dkj0#
zX(1nLwU!r1w!e?q9A`jbq53Rr?KqPK+!<WEU#8JXK!-!0+lR%%v9sk%>h@}ZRbBtW
zc7FR#{7{~;Kf+J$c2Hj055@F!#~<AvI?ERu#=>fr5KcM(CyU8qxw$Kh8*jT_SZ8`f
zsC?-im;#s?n<rncUocNF={$M2D!cY`Tzp59OdEo-uf`5P)*|8B83I@T;$mI)Fz?z)
zX2#1|^8uxqHp1_Re=?WxE<bI5{BQGq|3MRKs@m}IPLQ~Vtl#LVXg)EeU1Qo}yjJPW
zqXGSW?I2jl9IpNFeHg9Y@25nx-wX2J$#fYTvGFtnT4NT(#6$tgs?72^qM2IStcLQ-
zG{B3rIkkKK3tZbTe>E@Xi+uf7ajXv`UG`_bqR1{@XT2M=X`DXR+igc0sn>=x1l>Pf
zyGerfQ$6tjKTkplL-PZp)b(pu+fT#dfK;G43ckhvVw8x49C;dtmC~ceZP>r-jMj_=
z!kt0v!UF$0ig0p|1+aXMQ0a(A{ZH>f^X2LddwwOCtOE6sJ)hh(qtX(Az1|5(kWRCB
z7(dI(N4-=D?fV9bNMb@&w%@ywvfKa{Q6`hU%xpwL6E6Vy8MGcwCHrurQM9Hhw0f7=
z9*6KrDgj;JY^WTc(Alln!?BIktW~*-`Gg$LG7Hi%7Z0TO`lR|T@Mp}4J>@;jV-Rga
zduxnQ)-C)WyOwkH$dK{p2{_P=WLZc(k~orxMHYI5O=f|b;dmxo0|L$R&}Lw8njh0<
zHP>53z5h^LtO#c(fB;pHBH|ZAGOFi1J;?=Y4qwzgAY={?KN9s|760eRz8tqr*$TNw
z`L9p3ZETR0F4*!vI%DTea#tgJNGZ<Y)b&4`1@?|xDCI(+wd3i$dgXdwPO0|p1Xi9r
zDTk?wi1o{r1ptV6pz(0RLxn7-j$o=D+@a!fo;avKyRDyH42q@f*N*m8;$Jpl&tSoP
z3wjUWl`cLQYaG1w;$Fxci0<k0z5{2_RJB|*mLSPf-g+qZ>D|_gliwo3%|EspTd!PN
zc<5!ceJEg}8xwL3v)rR7N?gcWe7a|qEqf=ll?xBJ@yq&oI_y=Lkd6Pg_&Ol0=}|KA
zLm||tzpwggX7T4D>8KzJkqi+ap%;Z<XJ%V;81+djr8B{2Q?;Rzb%SSzD(ImK-K=kG
zHh><DYU2bV;mC4b(+B(z>u-_DP|7zUAde#;e418kh|SA+7-a1Oar+XvuMo7-IbOxA
z+jo}RB8%6*TW4HpM)$~))Jy0Hc-{1Hd+kL@w@SKCng2JQYM&oeNuUpA&#2wKoj5vA
zi;gpjfn?2BF)qt)GzUF3gH!Ogw;kDfSDppyPKb8vUDYFeSM^A8_y6f-8-X0`ffjaG
z@IWYqloyvWuHvqQZ%S(IADt-cs=*}T%gf0>(v(z#iC30|e6~7&!Ex`CNvoeIXraRM
zBV*?nj~NsWxi?dDc$STVy!f&&6|bE6n%(NkJMuxb<ty#-ZrQ6zG5>+A9B(d5ZI*nC
zEs-@?_WyV{?g#laGvvh{Iw9-Mn~k`}4j@T=dL_vvbMuFCVZD<FHU|606t%!0hbT9^
zDBUd+I+0A4VXSj5a0+X1eLFDPQ0nfeZC6seIV+59CEPUZk!+!a3MMG`1#9iT)Cp6a
z%2RzUB)a#O@%<hq;w+eu%!06hEd-{OI|%3Ro1a*NF)~*-qw#;Noc;;=wp<hTn^Oo_
zUDJ*pLSV<OSw6>2z}I@{35*{i<>RiJ!)At@<8na68?6m3KtgGkZ0$Dpb$~a`I%&gI
zI)>k5gdHdWKdB4}N&EHO^xToUpv#ucHNmcQkBUb7v<|%58oKuNPstb?iy>ksIh1Am
zk=tMwaDFsddaLi&GC4}PHj{AmEeJcZ7KsG;C~ZZSdJvB6d~$x)W8_bA*sZ_K;gtP7
zl>((X#?RLeBLnd@Mx@Odr!k8Y_tleSO`wHJt(=~Qu`A2E`;8{TL944B0WZ~!66dmi
zwsHr4<=*;Qpcaa16>R5I3=$T0%kL$}9DDuUWC}HB(mF%$rrTRUs{LZWBnAOWvM7Ac
zG-5RuDh5J{9CEpcGka6mw?hkQbW#=;_w3~0nSY4<b|)+(Vfy&jcx^eC3l~c;cPR9M
z+z8}<Am*zw%RlwO5zUd)|LbcL;3Z;z-SMP_!?+`es$j2%yNFkEOL+nU%YFIyRbtKL
z)1-AJg@G-tv_;*Q>-PAc+4<&?Y<q-HVSVUF4<EieN@6~*jIvLz|2b~1T~p<;EhJK2
zR`Unnx<wbr@yOV%m<4K@np)&TD4*$2?t%s2S>fultkwj1MeV2S4+AHjcq<Ut(T%d>
zX1S5#e%Oe~(z}T@fM)=z(w~_CQOcXSylzJn<a)9;HM0#tpDIU9DV9(dER5G5H?vLd
zc|#hQu^7x*X%{<CCq_pZ30nM~9f?a|<w|(+t<Z9%mc~=RTMJS;w}HmA;FyfKak)Kw
z<^4S!FJ687^NM)zw65isx2Gw=5%8I;C3e%lh{n$P_Zjbdm*OOY5Us6#Qd{!D(f7|R
zl|Q&``zqpz=<=N9*o4nEB91jxR1Z>4NJQ-KNDQG@MZxdWjE_xkAFn<8_v0f+6z%tp
z<$<ou|3HWSGN2w>-|}yS-AtV|Qxk=6Y7(3%DQ2Lsg^|tesxYk^;U1C^P~$sED?N*4
zchd3ab!?q3T`65d?uE@GrqD=*uB(2hHO1T#s)w^5h*h4@|DN1zGNBAWVuuEN0=(Wx
ze4WTp{!K|<EA!7Nf4T3UL)Pdcmk^LZ;2t-Fp2@GdJG4Qhia>_;<JEgZ{?>CmuRVG4
zRlB6ncV=Pxl2=||rloV2+`GyvBG3HMK;F(-t$!5kCm`y@o5$aK6x(PUrVN)~k^|N9
zJDnc1hM42gN%q}k;1o8b`)*Q@IE^01cNX{3c{2B-FK%xONTQ9`|MH1RkE)%uhD{S4
zJY2!6YXp4l4Pt48i`_%wb_dGIyfY_p$O9p-rDidl|3D?h{sy1V=N}%zBWjcjKF+Uh
zUxlw3M|N18$yj*tn$Y*O%Gz<>8wCuzEfH`@vr^JNSCnE4E{KAoaAvHZcz#HrD`#)0
zxPAJRO}g6M_Mlglg&3?^58KkZ(p2-plPCQu6~ar6A`LbO1+O1{D1WL1Ri$xZSr(Il
z&uQ{|Hdd~@wN(3^u!cvxX%4e5xG^Ca>13j7sFuijby|GS_2X_7Kh~|VaoeU6<e`R-
znBlUsS9RhJn6!#J2K?*r6VE%<FO4C~op1QfAuzV9x(tlI&XAx^zw}Cz<FEKgn?P$+
zxL0e!!NwQ=#tQY{xnFC$`P9aEJx7f=(!<Ey3V8m$-pNRLLkUo}G?*6k-%A|KPX#VZ
zaoi`gQu`2>=|iebMaDPfK7J~MvzJSEOq{xG9(~ujP2x%@1ZZJGnmr|Oo=>8J&h1H+
zSLPKCP_uAER^yps%D)wln*ype4Q1Phq9DCa9%|ll<1^QH+Gjtc5?;J;$nhs1R%cqo
zA{CFtO1R26JP(cmEY#MJ-W9inMbc<9uPGpB?y>J>pRsRYUku{kUay^jsR?X1gTtnD
z$rmSImbIh>wzdOO`BU5VwBkn(6R!F0w>$l7z5<x~Z$F@XoHbsWN=R!1Z6{5M&OU$P
zSN-ek<C{;y&IY_yM2tCvF0^^!t}rYndVjek6;8d6{*=PRK6w)6d*q%}i-NptLNDVr
z`{={A$;zb;t<Ozfu;J(MHwDShNxfclU@`ZDt4}B=kJS}5yeJr56&5Pffzw1}qa!t|
znIAWYgA6cF$wvFBf~U!y2HtinfFT~FSh5>-k4=^&PsW<-%SPFOwhX!k2a;w?QRpev
zoS93k3zo?3D|t$4z<C0+pu;@u#-FNWsKV?)MigNYz#$#G%+arH>_9bx4y&A#uYZsW
zV^n&iMihuC3&bMFvlFc0)*vWVD9E4idMX~{z(@zx0(l#~l_=ZZL>%yEbi!~vl3Ra{
zH;-gCw#cEUYU62!q|5Qdv`*W!jZToRF7V-RY2saD(i2i8(Z#PowVOo<rjk&|RO3Q^
z#fp(BE+%seW^lZVEl^9-R`TW!w-kaXcX8dft-l-3!|q_<$lZiLDE{RUeNqC)1*@*=
zK_<vAxY|d|T<)M8zW`wwc_p;Ybf=+B(U&xbe8JgEd}|}Za5lX=Z1M%w$0+f<1g7*{
zL%sPf2qG&?$6{cquvoZ&ZJxy#*fuM16D8+2JH^&!EJpO7q5a6CzzF?9DoCf@jMk?y
z%B$BFG+zcMBz;cj1;<8pchh{adbi$e77fleWSqj6FXyQPeep{F^^3MlK*~aO@uivJ
zG$ZK<&$<7X)d@yR?T2UO>~V@lH?o4rAq8TIsA+46qNtlr0xY48#)9wm%V=NQoNq_&
zK!__o^)OzJKT$Fb0@nb4>LoEWfHcz~GHfy#sxRAHUz?`{6a?>MK*<+yT+HLcd@DKG
z^}qWX;&U^gqU`hg(PZ7$s-+LG2}ob9kcZp~n4{2acNi-V)hTHY4I+74ZyVZPjk5;T
zj502Huouy0rQtT~mmmBv*VTlP{-@Vw{CjQU3HOAo84?|^SKG-XEsa4IZU%&nDEm3L
zDIw@#yqOJ0haXdMeSSPC*`3NmtB9<rQ5DU(&WUKWR%S(X(W{gmjMe|{P>%n8&dG%c
z%XI-{W`0*o;1TtLh5mZ4_S&z!3SJV=%{gzvG85inB3dnXcx!kc-e1O;X#Hi%I>LmW
z&LJlrk!nZAswu&>UbAjyzjHh)E^FZU49QZtYoAP4-t5#%?gtq@<g>?IFMT=I?<4|h
zM?Pd<GrZc$V-lTZ&c59(J5QoTlv!jU_MgA9*O?B^`btlu_E$D#Y(%K}WVO;)lB4>~
zJKK|Kq@LU}DXML}Sd?Vd4K$G!pnKjFdYjz$^2wyb;M3%5h@`;noUiW^=|Ol<8o$}!
zqS6Ck_B_5}Q48MS4ZqK|*QnNh@zxZN``CBh98su1Y=Z~u0Nql1&D9&$2OKOATGYK!
zVROQwI<*wmAv2|xs8G%Z-%c+S7J@9o4V{(64z@rG(Q*ROcqP`<0v4>pwjIfOkZc@y
z2Rtt;OX2t@Kdw`cHFNLJ3IY=vr?n%Mt6u6Qw`ZGdgdM}Gdauo}%j-(oYhWP=xET^v
z%-S$sxD6RW2ch{%%W?6M;wrhSN&Tg;<s*vlL*dXrqNL?$G^+Sq+R%TX-NL^k+vV(D
z`vb@plZ{6qFmJ$lnN+25C^6oFSEkb$%E=XO`BRl#xJ1R@EF@}<8jE3%l%L5_{Wjk*
zOy{DvBGAVLLlxZk|9R9d+1>i2NBbSgcWL^3$zl)|I2A>ECS+6mzol1WfqG3STEh1`
z7+N#a*&o0K=$dMzbz#|qO!L>@%|=NZz3Mr9J8chq(Twe0gQe!HVsRVNNoYAHGMLhm
za!=M5oR>qU;0(J<_A1qa&0@B{3_r(8lY1J6exTW?d|sg^j$?_vtOVSPOTH!yG^~^?
z1yQ6cW6vVhynUeJv~@MRgUXWR947g6+=GLamLv`)WyUS+ZY{K^g*fAuy|}F#dIw#7
z7ISdCxnZbv`b+sRLU4igwRjA!4W_oVZ?v|&9~wZ7iR-L8TRLHu=jEz*sBbu%(c=;q
z5sP^x?)&!BUQ&Su>8DJY6hq-!J|OmFYtC3qk?j--1H)8WZ#`+lPWBQ=m8bF;UN@N?
zFCh=gWMl3^lm3{!$!j2=0<(mLVC<;3Fc03YBdH_IrEZ5jYlo!tCxhXJon+$WW_3$N
zD5dlm=0s1$Na;D4s2eobEcvtw2HBPe!6p+8oDIj_6{Z;Sm4DsJwe3s^ceVeayc9(-
zG=BJ<ou$PMBfFR>@ke%j{~nYJZc|$X3CnYgC`*i;iX&Ewd6B6e_dftcfHLfVpeeH)
zli`o=*edc>IR~D+yReGZ*Eyot_RRx!Kz%`_Gfd%+_yI$}{jy>7KQGCZ&wsPir$SS1
zOfS#aGAznqA9Q5GgRksqQ{y$b3B_8j#=%L{km8s3gKo5F2SrCmuk_5gI8~P$N?^^@
zPyYBz5x#Oh3a7QFz?_m0k-oY?a&V}U2ncugAG~r&$u*E|yv|dg;JceF>r}oZ<WP8m
zvU^&$8A#4;qN`rf#O#A$t--+(f<KkUuIaCun_Kz*47JePySnOcd{azHaUn%mTI415
z(I*^F`OG{uDeH{5C-L|^12ngNCh7^YC73L`Njbj%$cD5Y<9EZs&Ul$UaU9oecu5ze
zbaZ+7+9YX1x?cX`O1p*3(Tb$*GWtb~Y*oqb<{f)i)*3QwYcoUJb;l<p0!>z5YdvRP
zYWqwLfrS*OCwHrahJCpDNJeg;Mu9y|?r3iX^7TUHY|h4+YmR+C?%BlLBnrxoP4nrq
zn6o&^Xj22Zm4z$6-$lHVt@|kPEIpOXLygM0QgSStvRrvFdNdOuax{F?V2zK<x-Drv
zv_kh-?Jxm606y)9k7kfHAXE=;9|(X+dw&>Qt@iexY8pr_P?1wc=8C`zSIadv@Cd3<
zD8F&+cPiN@+(a<1v!!*+0_n&#l95>}YsI$M!S$P2xY04}cIY$Gk(cRq;gmhfLy4yX
zWjw2s4}Bm<dDXpo-g4ugM~5ADbx>enJ`k5H?zuTp?9^0qp!T+Du--lOLTrGn#n6~S
z;!FC3a_Kanie>093G^V@NWq+~Ooq``7prW&g`KTg9q`lL$hTV8*lSzN^t=jIr}J-b
z>OC17p>jj1SICALYF5ju+mp0A9xtq*#$z5rF%JP!c50tkcxT*TxP520_oy6}gii^3
z2aJDw+hrZL`?3bunegPEXJ*0Ynp=5dWQ8+v=*lO{m9pm)roQCSzM~(MZvK<u;GL?C
z-a6h<SXlET<G0!Kz#S4%xftDTxEc3+MkYOwX0OOv5ZSlru?qp}!|Wp}6%@cPkH<i+
zH9vw<Z+q^!u5c}ynJ2bu%zkZR>LTO~pk&VrOETmU-&?8I!c5H?IdKCqhT0KNn|%9+
zVNS>NmG+LvBahchUt%bU80S}7w|2gJTU}9oucJe8Zf>rNkf_0OxM+LV5fTfU(p;_X
z8oU70QN8%^{E;H*k`iqNEK3@Sm2hc6wnv;<lD#>1XRk?%FRV(wPzdbG4YPLi7z@1D
zxQXti5Ot-w8Ei}HC8Up0XC$}5($5um^mK!NC;hn$Fz63YM~tU|{t5~Xe@SSE49C&Z
zL$`dv_?psVP?AZ9-U1c|S+@a6YT{9%Zf>Fk2+&<iHP&V<p>Q4St~qK~KXtdMfsO7Z
z&|%>IWk=IkFe7Dw+>p?!(~7Ng*fyiJeAUU!omSK4Eq)su7hg6PD~SsxchQjfDBxPp
zO$1pHe%Nsf$IRaF^fLv(;RkqRy4P|6s7nh#>{YC%8QSeN>rM{gXI-F4sH!mT*K42(
zU_QU-28n(Tg4$-<q0nW3W7JKZ;0j*t{;2XkW&vh90<z;lKSkzqTzkNz7QKNiWd5vP
z%O(B)0o@gMCIjRn*NK%8rXpNU9oCan=8FX$heD<iY_<LH3_r^?{7B{<76MR#qSo|>
z?~Hb@3fm#Og#bGQqF-m^v0_$#8B9eg_X13F%JCpx4S;GsBjdHWONk>-m}EkKC4VVu
zR-KHcWa|THPD%~a5TF@ZQnP}L#xw8lwkX&ahi?@Wzz9d~fm_iLFLW4D_GF+_9b%_r
z!7Ei+JRT^&mbY_@i_Z+h07y*n-4Vseq87882W_eJfwsIJn1#|>!9*M$#-K=hDyPpv
z*7+8Ia4`Kc4Q2<%5zoVc`cX=TlKdkY@<pK7LA^~3FVWD83PjLC^q(0m8rZ)vQOSna
z=7TVnvH%V7l%X`p7=UkaxF&#!a>nir+|c${tkEm(iDS3!AFLjhj+EQ5s#+XM3~xIK
zPHQ!$0|TLOU_?dU;~Yk=YHA?<WDO9@IQ5!h;x7K39c3WnlaiLk;vgC}n#0G2sg-J2
zJpnf?0w`3i`>k%ogDL0m&Lm2zq|is>(SKDIOU;uyz^D#PhhgIT2gB-)h4jMf&1T5e
zvah|>V+q?NSL2)tBH-&{hB=jH57r`EMMSrMtd&X(9&5y#8pLb$omh$+Nm?q`?5W^+
zlTvzm7=8SH>Icb@&)Mj<lunk^31%%cF=|4a-|3)}(tsImHonk`nl>D`{{2!~PS7s<
zv@khz$+!6*K@`iP*}=>=hkS3!UUQOo36#}q-Kks1n7tI9m1}J4Ig>axuZtA6ZW%i3
zx9>^*bADnmNP^IT>y8R7jWk|pP<X70(Vj&IATH=$_>hZgw|N$9&auOA>ivUUD*%V@
z_jFjY9I_zM)S+<K2aIvB9FYV3>~<ccIto}V-?XmuUa2G$^F;j@e~9nlr|{Q_*KIVP
zt$0UymFS>&E3eY3XJvwqKaz9HVTLxvJ+1^Gp=H;~5haX~0YE94v8$U&NCS!{R9AXb
zcscl$te+qjS*{q#0-Af6`iux3!(=?(yb%<ym#|r3F_VOg*1CY&bttlR?4DjL7Y*<<
zp-J<p=mwPz#)qeq04{!z(XjnVGiRBj1f%H<j1=}v$E1H(GfS(4Bt3nh3S2=Kwn=t@
zo=<i)Zq&jz*lx(VEkEO1dg!(ea@4jW8tQ)@f1)X&2jjMb-@A(b;HapZ9_s@N0&y3W
z3me=Q73|LIP=i4t6-wam;}iGGoZkpw+@1~5T8X$U@=yH|<EMblzjpESB~2RV^V<<6
zpd($$f{n(w1)TZe(+L7Eq#7{jVgVtf*0{vY<~1MjQ#xz4EwlfDWDU4kcTyJY;jb?s
zkA};{2H}lFqap{BVB?!IH(sYm5)&`5)|i0w9QOo7WNa0I^)lFn`d~W6z%6!(PL(xp
z6t0PEd;i*ikji<;LLXRoKF7Fs{IYW7D1ndNchP(ZZMy5KV#yK+hi-6rBZn#`T%3xT
z;wVgy$N>SBhxZl@Oo6EPaxF_!$u4}}@SY?H`OB;h#Tj$^vN(q6K1#X7hLh9W!cf1c
zw4ozg<Cyaw&n>T0tW<tiB@I>wkW>%8C@A>0)Ax=137uG-LEl#s%DW<WUAu5CaTokk
zWvt!G)!1yZ9TjLz4c5r@%EJG#lu%ShF+KLBM&$7~>>n&FSP1yo9hQ16engIZFzU!7
zDUetiqTJuDa(FWKz(#ktBz0-w^1_hxg#$)^69Xgo92juL*3<^^x*vgNSGv=IlTB8~
z5;VuI(!Zl=B-=ZjaOSdY@6C|srVYJ?*CO_<X9|rI4bo<{{s1Zc%^M$jovcrPxf=ib
zUXS`x?ZPaSKkwT&_4u&$H$wMj=u&|7;%xAhsfp|E!5><r53g=7tr<lJOtiaS>#h1*
z_^I!o$bzRQs~)PCD+$EjP58;&vv6-uD-O(s@yhKYi~3wsb%A=`hK6;gH+QR|80ne-
zj`8yRt!EuUIz6yOOsj&vP1(6~_H@B44#WB5{O_!jRmI<Dqudif6IF|zNVczmkpB>r
z!iFN<doVn~OUJz@-#)&3=PA&ipxDM60?Kl)XV7xwcYK~>&j>_)-vUhbf-CncvZi$A
z0mt6)pYgwk9_P}7tci6fJ(T%9jdRtVA5&QHS8l(4n(jD6GmdpwWEJJXWR%V9x6g!X
zOX{#)DUbD2wg0WCXi+e;3Kg6QME<g^3}Gh1{{tC@Z(_C_3uV-(ghd65y=pdd8wcWY
zI;uQl&#4h$y(!qdNi^DT*&M{;Z_aqXHZMJ5ntuvf7I1u=S3(uVgu?q8k)SvZ-*sy~
zH(AT`9x-PI@Q8|LQ07&81HLtaybh&GQjGf=r^z+v@v7k{9s_s}j6O+bNhPhVb`RiH
z6*g=+wz*!P586E%qrMUTI<@Yt6FfXbDM{@~D~~S9Vn6W$Lr+{&<Q3j#tQWaCd21@i
z1l6_8bdUsFXgvpId~$Lywu3BW|H+{gNQ8a{2Rr9@2Cl36&^?kkB9YfC{XgmZN5OGF
zVy??AZ~DKpi2XTDj-m-IBWdOk^%+L|`#gw}d34jpS0So(t=$VBu?G^U^c%RyvM8rp
zUVQk#VhK>j`2&U|a?_Y%+TdcDD1>%A<EAy~_J5$W;8rB35HZkD_ZkJy=V#a7cex5P
zcmhQric!3B`7ck@!d7Rs-s_l;raza(L#g%ySvM@yL_mC&94v|13cdK~aT9nu%D#_r
z_UgXl5voZ%^BvI5?ey<5FrZ_ese1My?T=CKSa0%ILzO8x+YQIiU9H&5X{_x~ORa=k
z$NnrVzhR3zUsiZ!#aF}V*1~v2#@z0=X@B%DKleIx=<MFZsA1dz<p#i)pxkNX|0*7^
zxv1Dh*ZXT6UUpDbiUAoXYzoW$*RL;rUT97$c=rk-nX-@WvoNF!*lEeCn8^2GumK5|
zY}-L;Kdn|?%%0o3{{!9m`XA_TR8vr;G3;IX15cFmCvVg*Iq~y__hL%doa@{_dBkfV
zu6SO2j5xGsx2L0nrz3V0Bngrqj6l>}x~CxZK<s#2EI@b=Ild4%EBG%nCW-OacIMzM
zU2XJI|7Smh0pfUYmK3o!B#(c2u)x5MON-uhc-I==WQxeQG*SPR91rb(B%`x#W8hPz
z?qa(Zkqh!MvRl@^r0Vv#pDs%=2-^)#;keqt?811txjryk&-+5AqM8RFeRqe>VDF;0
z{C=-kci=zynW4$jAR9@*8<5>NVQ*p7P5fa4PDpf<%5Q5`rwM{~feezpw=~#F7#F=X
z?9LIz+(g_KGIwb>6Fg_Jb|0?E7XNFHWhp8u796&Q8p(tg#GBQ_*<;u*<r~1>Fr@t$
zaLk%D6za!X$!bQjYg}~L<@LvaGJAUWzSNHlJsc#5d|uaVC11PED3mKGBv7TTcIyqN
z$9Om%7E56>HK(Jx7p0nyp~;T3s$8}IKxw9tt-#Kd6XR#9vkhQ)xqmnVf_x)xBGJfa
z##*#uE+O`mz7^4YSg23>uma4vbC(B|E4w<$-SIlx^4k00E3LqyTN8IpKLqWIR0JaJ
z|A7wh&8-is8>c^0d2HU?f&XIykLJkxfPnAu-NPLgfby)Lx6wsq^d>MU`|PyY#NjMc
zj7YGQW`)}H1L+80Q9ZGTAFSmgjqKm0@vVVi`$+e5Rv~easSmvTWR?ZnxH7K@Ao7jB
zpx!X^cm3NPnd9D(q&M?FbW!JDD9kRFG?3+~CTL?7CM2wnf3gxZtLEh90ls*kb{qN!
zE0wE!hzZ9s+t~8Y*vJmF-w=ogxDd~mtKP_pE;a$Gdn;9C?=#Xf=QZUlwaK*JGBF++
z=mlsouzwqotMWNk7IPfkkfGY*_mc&*c~laTwyO-wmD9T=4T%>Z8B6)@zKb#Sd&K8^
z<|EejRHzh{b9P*LdLij!Yy!g|YJhKA2(IlZKly&+jd`YUDBpRqsTJWMqf>>&*l3eO
zc=chPqL<0N7okN)vRF1C(z>n;S8@?W8xg!??<~|#nKX9j3Fn;0Rc~`s;<fyqH}NZ1
zkxKBT>(S45eRVe~(-ArE@fyldXP{;y%HH>1Sf)#__?KFz4De@fkHw|YYRj$P+-{Qd
zU%qU*JZXnAigQb28tN0&>7%_SKNHPoJqeRy?4o9uly^0V7iXUC47_w}e)M414T<3B
zfQp-5tch}Ux}#YK(MjR0lxi&0rKFt$^ovgBB^^zwCmz@tuPCdx?o5jL@G|8Pvh37s
zkOf>@R;Rme(nVWM32HR{_Qoi3*6dbM=`*?cA#Ot{!Mag3M796egLWlwoFb;<T_LJ%
z?7oSM9Rme_b;?y%FCpi1$x(#v&AsPBIGFyo`D+MF;h4(`h)myZ7`v)V-IqgYb#{>a
z=UY6fBT_BKxPJOYtD5ZA^u)()qdwD#WZ59=u#2h3+R%FJTmEHJGm0q=cLE^_s(bYq
zWT1rJOx0V+Rk$9j#F_=l)EY3ns+$izA|dn%x-d_Pizsxtr6jU{tKB4%#5v<#;rz$L
zWWr+}3Pi3-H~ERVWu5u-C^~?Kd&c`kCj*sP!lG~RI)rLi0o7Ym+L2WE2ET?wYey}k
z&}dYVoa$&c8*boZT(?c{y|bJTJlUqzf$~LwN7;v9T)G-$(WaHb=5z2XGY;NUvY3`~
zj5?aw2zkTa*seP7tai>xji8?O3y_(07v;t}v~)Q985d{hA$&QaFwih$@*Vt<GLAd6
zrVdQZ<=65g&$HrLi+VlXd59wU724!8ddTGK<SjoPhM9jd0UpN4Lv5#1b2W@TcxbTt
z65s@%vQ0c2Tp1gto=AG|`;it1Ev35sET1(kl?#x|H1el+omPvo6N`u-083P1N%vCR
zfO3Y5s>v%Yy0_gwN1Cv)I&2fSpNs7>1Gf$_6!U#<y-<q@9e?vel`IopPFX*<CmPpV
zt!P1#Y7}idPI7_6ziaUB`g~06#gaH%6A7$s4pwLD_{|ufsxxNt^JX}$))ZfWONNq9
zSe#6TZTU-TuJJ7)Aq(b|4&Q}DkbN6h-nRL)izJN8x9Ew*9JEhJ=pCmG7sScgc0Yv|
zmzWm@wr!TYm+}-}%EE06Hb+%jo((ds@97id2|YQ?Q&9{-;Q;gS<9VIlt^}IK1hJ>T
zWW?<!|4C9*kyZ8TQc{)~QpIE_$Fp7Rlm{ar%`KFB`r*OTcg7<=Hovdu|Iuu<A0)!@
zKz6!0QZ6Y*-#R3fA9KhweqTo9!zL<5u2wD=B|Ni|-S@js@O;>chtZ?paaF{GC%+JH
zvt{2JEGVpVU6!t|SVwC9(<Wv#W)sF|Z;FQkbQ9=TDYwD}Al#1DL_9WMZaJ?EG~+s@
z?)?&I92?q!<n>oodcCIgdFyKY9P#%iP}ht{LsdGeXJ<42{I(Fk{cv4~ZjkP*>3PQV
zb0zO-=`>t~;yJ_bFB|R$d4nWKxN^_4HkB1VUhK5aw9aU)!uTH=(s|JJB*58wjqh}F
zPV&5I!#U#iu^P{JR~C^zZoJ%8u{Tv~y1^QQKhMdG-bEkayR_cLtAg3^`~CTjgH*;y
zHZEnMqq#%UpIUFux~W{(VnAw}<2%2MB_Mezz=rkU6U7*}rnSugyF*@hd`Icw-OXTi
zOliOu&?Sjl*5<UsV}hblO@rktVn{{t&A;A)($wnLsTRDQN!=BN?}uXSw7(Q1lt23L
zZCr=SHs=rH%ZaX4+vOF;t6dBbyC-R7-AVVE|Iz2aaVjS^{>@MV;)ebPdFD+%>LPG|
ziMu~uYlDDd13g-6WjDqrQXO`8n7J;ZiPO<ioGQylH;VTTT|dkH82#sjBueb<Kefa+
zHQ&)vtt~h+ceh*zd;E%SnOUo;-hdhmq?eOxw8pmN+)#E&Zu~^Zn2C*SRi~0RRu`@Z
z#pchV|9HjfCJ8OUyo$d=Fj7y?pi!TN_e8;t4O%1`5KMZMvHNHx2BJQtQ}S~2qszn&
z%x7R~++lS)ZBCr_F?52|C~|_ge~wq`h-{tPj+h&MPK<bPhe4L{dBFjMWoh1gIV?l`
zUt%LXu4RX?ZQ;6rPj@{2<8<J&IGG`lEEZDby&n|+!>C*Dz_&fMyz=^UJ85<3^|IdA
zL0_E->7)eeYOw-|F7l27L_ZN<ObCqh20<{M^1WwAgqXR|LW1HZfV;@u)5cb=%qw@>
z0`OgV#lWM;!0!;=CV~SM7z<{J{G{?3oa3;WXQ$k)8SJcSMOvE@2d7ouIsSf+V%KHw
z3M<ME;PGn4cer^%*`m6*O<hp_!Wg!RdfNPyaqUS0t_s7q2d|us-2GyEMeZY6W33E!
z$@{71;Q8$Ojs3<-n>x>%!!OwNDLgfct3U)BcXGF{wou+Tw2Z_~e(J8OzSpf5FV&Ca
zUVrca<Y?Q4g@cM_L;eQryz;vA$Q6&c{m3qmbYeYdRb?xt>ct59RU7?TKJ$CCEg)m(
zL2t>|Z`W(C&*ixGpWU6UISZa3DEDSg5!dZSLNtFc_rZI+-Q<JG<>gjkdF8l#I{@~W
z1fUCH6uR9T`Ap-FwjT1arV>EW3XO;p5zW?Z#FU|EO%N2?okQjRN{juJ&hiz?`_y9~
z%3FSzR=^A@bK@?QZ%K}_8{Hyzih1xRnazrzZVE#Kq)sP~(|U7B3<0<uq`Ib`*V7}+
zgUpzMd4QQxBwHCHpNZsk+P}AdBQ1-I)@VfhO7_vur5K#s9bT}?OT)1P3z_PHwR|hd
zRL!4m(9&bFL}C8C6uejlZ4KbdJs43p;#wOQEMl`;7tFtwuH7THa&FqQ6mw+=75U(J
zvM|?<I<aIr?DxZYw+xML|Hjb9Knxd=3mz$meD!9>NKQAES0mmNt0=OM7!~q1Y{a~G
z%WBLUSLVx1gia=dll6v^ccEB-aw8qYTiWDD@PR<jxmwidcp5BP*N>u1GB+8duUJX2
zfp&9V4aM>hJjz?;^HU{6A{NTfq{@P!id%j^c=~&0Hl#iDVDs|B!G=qC^kd~*2dWRG
zRK=|z`)eBCBHm<`Z!W<m>ridv@GeAXDM&xG`Ai%F#s5V&^AB_&CR&Lj<P*{?O(l+@
z|Jq$RfLa5f^Gf+f(sHm)2)cozKMU+-*YjrVbd94mQGzq4FdY4VnYk(e@p9AC)bESh
zWS(nM3lo|m8far=*733;gaEXlPIV99b5G!#N3<LE0An6Nu-ms`SFUzY7K^Sg#<sO<
zE9(63mqx(`JyGKT_Fp!tn+kA{I95xSduFhpS>okhI}ka%&}TVc%p;Cb*^SejAlsX7
zX}U`N@J^tL{!TWW3;jlU>;E+DJ1TMf3Q*&`D<*}37i%y!3iVxF|90iwLoA`_D`-gm
zb~~f=E-d`m`!@^273SQU+X-dz47r94;B>9o!?GiCEDK6M9gTQ@RvQh?U0Z!+OIT1)
zSB+bz)f+myK7M)Y7fM`aX+WXxXPtI@y}@MN&LeK;^Mw!?IVx(v*_Q~AsA8&kj%UsA
zH*vGPPthNoU;3SD)c!~UDj;hn<jx0t>{h!VO^?S;$mS_Gbkz0#(W|ajGdr^S_jBb#
z530GMB07q|zf#StIV)#N-PimtBtxs$!`T(yl_1rIHglyNugu27(VAbIVxanMQCr8$
zbE$`hKwKlR>%VLz_DWf|Ku2An)wLL)!5KX=Gt@YIWt0m$*pdU<w@r2$V$I(S7w^~q
z@<(fk%AGQFGJViSN;aR{CSDCrE-b$=AnH$lHWX}%9DjFo<61f8kK<nI&$h{TN1?Y&
zI!JR#mYo1(b1?UHTjqWbon_%_S*=V*aw=)F<lVlt=k&g3q|Uyx>}uVBGPSoKgf~f!
zgS0|bFfFI2Va5rTMCTT<Z!Zn!s{8y_&8}6C*O_Y$d`JkFp(Z+B9}<A#a&W&5d!TL%
z!6J6eb428rEM9Hqh7>HAhuz({##7JWf`}b{vy$U_N%aGW#R8dmMPn|&?$S$syEmwr
ztfAsw$aDBvtN!;lak#X0L%XhJ)?2t`*eg2^zRnIj%dI}%#W`}PcJM<jTnaEOZ22=0
z|0|v+yDCe9**%yX6<%UTdJUS)%^FreLEYfE{nkRpH)qNwU~vAkO(5nKSnLl$V~cEr
zah0V>>Se$<_g>rE3?<aRld2<}o4Fv)0cx~~Q~r03S<-yfgTZl)>LYZ@T?DB=ZlDlX
zmn#l80BQw;fWl%$aUb*)Z!s4tn?ClzkZ9e4hnz7ubs$EYWWM7i4y>Bifs1Ht8P;h*
zag3IF6apZ{XxUvRfDvCe?QwmOzvYRdL8>>nhwpB_DSJ16;KTuy<)wWLgVB8{NzB_n
z?#w~q4VI$&qq@8%azsm{dd=FQr7f*?HbrhSY^)~c{!l>5aCY2qW}f1aY+4of-NnO-
z`XD0EQ3&uU5Q)i$Hu*8>nJm_19AI=|<w5nsw|o_O`ck$tW}UVz5`Yb%2aH1klee&&
zQJ1d|qSGW!X)xOmm~4<bGJhun)MlKKFs`!C_tSy@qv+h@ne5*<zL`vj6i<^m6g7vQ
zB4opC>d85C2qj5TBFW5ga_*?LITo5tF~^W1B%v_$FgcggGBs;CZVPkx{qE;q^V(~>
zci-Rd^}Vjo=ktDJO6+ZYq-EIN5a|Cu5Z;VljU%o<>ZI=zJ@)^6xme>j5b73gv-Mqt
zx#<5}VbvNMa{a?wle@aOn-sz_rM*)2V`{$^V}1#_lK$Zz#KvzU)&>B%xt%++sK$>!
z)DU<pAV9XKfUWmm{Nr7X>ar@!3uW9Z9n0N2Sg^%JbA^!%9Vsw22A*MgC9cB#%-{Y|
zgGGfkJ0H^Zb+yye$zzyV!Ww{0b&U;$hM@JLXOLhU^+{Hv*kkKSrWSol;hh!J*|OG&
zQE$@x_IPEbSCncDHzRuS;+f(n2i)b4<NSbALZ#Oq4|Sivl(jjF33r3Xze=3!Y%2N{
z-38>RSE0_{x}s_{|FX~YL(KfQcd`x#zx!XVGv9+oLy0XrGOSH4Ro*SHh9$Up$rSn4
zYm@LyK>WuzTI~AtiV_*QRCCn8h;oVGrn3+;OZUpwnlb}nSoTdydh!Wdw}*?aVV^9V
zKmUx}Q1RuX>`e&J;$QT*Qs2!>1P}scyWX`Q$99^<j-(!JRQfAr(KHlQ@$Am+V^%|X
zH|(Vm1u*2x+{Gqqt5w!$$t~te`AzM=KYQ+zIS%gTfMQ2>O@1rS_`MSj9xoC64|KS6
za=Kji8xt;C^p1R9A-SVo*(YUl!{ex@v5T?EMbAvSBZud0BHFByEn5fFvx{?5L3JVy
zJmdfvA!FBv#<?1;(}r1--cK$*dz;;=1*d-&FmXQ7<)ov5R{}#?wRJZ`i9pV@Uw?$k
zOWw6>!5Yu-ttx64o+H$j$Dv!_ssz5bDcx<0EHq(Eej;E{**ePCPE8h`*=NUJ6K~gz
zO7HCHB6JzJZ%A1jYbjvI{$Y6!yZ&pw+f$N`C0@JVlfT|+HA|L)j?!+J#nxeCz}B(>
z>vSUjjye1dJ?#8X7ez!8`F|je_vF+ItFFG8c(-41@wDXU&CS!zdm%v?VR5L<9lk8X
z&tYLq41GnTuZcIX5PG)a%N~dD4hPetW>IYz?$XPjhq|Y%^w4o=G_jvR12U?$AtUbw
zYPu$wAUv6~DJr?s+84bLr=uxE+h}lkP988`CRWCZTfn-?o3}?3m$wO4P)T(K0!<gY
z4LmR7Q)z8U$ZNApL8q<34>pR(3a40WgPg~&6}%%sc%icY>7NVG1z>Raq{sH|!GIrx
zlr$s@&G(ubDhxA-U#xb;>_0an-L#x&qr%?UJCSgSLBu3k>?>O<^ho~XbY@iE^bKtf
zz)nvG_)};cB=2X1M-SKCEUxd-_otuu{{t!gx&goZ;%%MYs3~L(yseCE3j=^#;n&61
z^yj=Ufkc0w)3uuOE~AKwy^}dBofXlyKD~>&7yiIF?r(`xpjqGz$nnC*zy6KEWQQZy
z-+59{lM};DVh~gc(EkS7ILe?pZ8+zp-Pu2>U?vBE`pwd^3L(J60I^)KgQ+r;`N78C
zjj2_47%%)&umhfY5_f7a&j`T6bZG8{Y1m8uVJzB_aSYH=GqE$O<FEl?gr15ug~EE_
zlpqj*WKO+47yW{5PPad9ZCQI?45ZX{Cd#E-L0jDNjFQCtK(YCrYmB!+vD~bISP7lZ
zK&uV}8d(GdT*2O<x}mYcUQ=2!IY&I$AY%iiO<bYwR1<v5ZAzM=8j<K96D2~eEWRX1
z1N}T>^)n#ITclDBrX(noKUi&lT~eXa5X9aNr;_|ilmvhtC*L5!3*=;tw<pZS=}IYJ
z`m$C~eaIq1Ga3{PxU-iRfjr2MNwrCI`^eq*7h|0X9Z2;kaIdBccO-H5wWlOOXRPZi
zy{xE}H3Q`HE=BWf<9MHz_;x&|F(_8VZHALvQ-<P=3rjnsr8WlO{^^|wT?{S=@V)1X
zfN&yn`p0`4cjS|^W_?p{IR}C@`4m9)z^mP^{X*R`o5|V>Sac?d%XWaftO$Wv{z)FE
ztat3&J;F7<PcmTl+XW}+84dDW4Gl*}Qj*#LH9*E0QwUNm@Pr|UoJ=#KF#b_M@ts(V
zeX<Z=JUQ?l)s6+f^6VRfgk&noh4VVpx5}ay^RPx$=rV<n%|Ws}sK{ceSqC;?wU}}S
zN(u6jGO`I4mVpTl^y(kZF^QoU80y!zMFurMaHR;vXZq@LQhE*kn$x>X1GE1__{gm?
zv}YxBacZTr8^fUdIg4#$-)m24X0BibpeX^!KI=e!N}4cfkc<!gv1CNAW?vwP9nEAM
z=s@`B;*@|3ll6P~3^(%hQS)sJS1@5zsc$p>Y~#Egxf$;WS}|H1{WuLfk}=MF_mQKk
z-*G}d)bYX2>UUP0kq_v#jiAfRcRaCpf}aXI;`&&M_{!TC^Tua!GM$#rM(OKPTn+AW
z*#V^Y-s$C;LiZ~juYf2r3{zNwkn>ElLjDnZ#+p2Q<KN*ALswM2)=osKv{jw>+9&$t
zOB{8-)?+(9EvS;|npC^l*aceJIn$(e*cvL!H0k`dau=7tyLdSF7+ShhpY-O--x`tz
z{0r#-(h%?6TPQ^FM(Qu$CaLe_D1VXi)0P`cPehkpyayJQ7Gd7Q*e1FMk_8@G$A80T
z<McD$W2;(e(Wt5qd@97da!$1yPR@BbYfK>M9G{=$uX|{>QWbnK`zIS@e{x2JFJqo^
zyJlWpD{aku-a0Gf4%P#_$=5$Ge-7YJOVnPw+;poti1iE^GWposnpD=--S$7w!8eCE
z^v}(Kwz9iRkK471UUoa#T{)3VxR|E$%*g+;lM&C|U-D`^4+M;#^x7M@_m}B*Yl}?2
z?l}*6V@n|U3sUdiL;WVkVdV8ZkO%G~UID9Aoovd=e47Q(2&ebF{invj76OAb+k*Ot
zas*b%=(_8U^{p6&hh7wf#7$pxyeBD7zf^f(*HD0@d}oo?5SSH$IpSug`fwIZlE)<g
zJKM;M+2a;BLF&1@e!{ki%L;gQf5RGE!W>8i9o!VSYwOvuUTNI*c8baJ2jotgl&3He
zU(_3LrYo4LI6qaZJz;g$LLui5AXrH4rB=ne+y%;aT$xbAe(oXD=){aohG*oDi6=;q
zJYbLkp%Y={v_fU$`zYqY3cJ=WROOdPDy*Lb`?G8+o*LPAT~7+j<=M>aFqG4R=Xr;s
z;8Z{ayrtWlB5;`i0%sHK_kt5cb{vDE=MYJJtb#Z92UppQN^!zupMrrKITm;i$R2<R
z)O=X7CUOyYnA*UNEazP(Q#4aNY)%OQ_1K|<;TL-vT3LeX(hm?l${yZE%%m1%&6>&I
zLhJu%ZBOKC#I9joSOstypnkNdIrivCo}HBAid^PIdrtw8TNl%?m_*EP2>Eb-LZ2!p
zDk0Od+6L(3w7S{j{e@KuUS{Ei2T4mfVtSI78Q5Vu708l3A`u3y)a>rkc&rNt@+OE_
zIJt18<XWzX-LC-f8x*=Wh9(3lBX3O50S;eoe&c&Kkq1oF{Db!jeM**;+3LD$A~}ac
zC3kK{z3SPjn!R1XS@Tm%VB0Je#wp_OFkV}x4Aq@6wXVA{?=fTU5Ygx3mL!CfS$;bF
z;r8-<=AFmdZ<eymtquQtP7;LSb6%j=*>4jjt7#FGJ$&^8P5bhiC+c0(^9KNhr=-hA
zl8~vKnz~>G;OP*DC>SS<Lf_l7({5Et2kX)qWjBblvZ%jDp5skA+TTAR<VvsJ`o4*=
zFD?}%d+)7BT*v6Bzh7Oo7^-QjkGdU(pBSnAi*;;)1I~hn{1E}ZTz>gY8@~!aGh~!m
zKI65Mlsr->TJ61go;P6VIy>tJn<rC8hG}W#Mh7e#tMX)>wc7P-W6AhMo_A*DmmLd!
z=Xr*o?$JS+t2T&bbOq7e9cq5N4hpux%#JWBX@a+hKC4&r)<@d^x~u?i*v5RSFMDZn
z%gt1qv=M7`*q!x+J^?ori)BVrcRhS-BHfIiUanB=#QBDr4X3NbD@id+?CbU(Uci>x
zPQ2$VZ3RU?pG;xmGY5fAxJSEvj>nIOb9w{Vb3Z6*cdutZ&`do*)nv6W0<D6~>Tq!T
zl>W0^88o!=dRo=Na^~Q2seih22!Tp)J`=h7c-fpjwXyloht*yhZgk)U!Qmg{N2A2V
zF$V)s>Brewf%oKgaYc5Qc4nekf_?9YA<$$k6?_jdxM}1a_viUjbEkbs08#of<ZJoq
z`BNU3a-MVpO+1mORs<2`D*M;ixj!;C&sj(~x6ZAx=~$y;JtPt5O)H^MiSZH7Oa^t*
z<mA}NF`ZBtG^LIGXIt^Y$J~ELU0<ic6FG8VNjO|FeaJtY<@4fAQO+wLI~i#eE<7^{
zP|f58XMDGK-rA)Z$*O)EM&Qq%&1c2aCM&9TA9Ph;xrgjVpm7*C=N36TZTZUaC8@l=
z^s?i-D#SHtePD{`x^C;Ehyl|$WYMs+X-%)$lZl#`cqPz%88DYOzv!La!Oa)wtXoOy
zAVIVuU`?}6z47$Psmzs>L^HBY0{;Bs(HYOJY9IWd^4wr?`p>>XKSqA;$^;jMm~H`<
z-wJ?sAuJ^MAx09TwJeAVK@+V$_tWA-ti%KPjqGjX6c}$*_?)<m-J`<>aCYiKl2f$y
z0H-B{J3uE}x-10B8H8EQuU#p54Cc}Rlzl%XtzlLujvXGGVMB!Cp|`HsR6E%rIrzp*
zExX>;wBG!oj5#%m>8q#nVmf)ELLTavw1wuE4TRsAzu=ra&?D9O{(Yvui_Us(OB!TF
zqOrtW?d<pA%(VpUkjbR|sKej^Q_uRan|Gy|!&K_yQWT;<O@Hx!AW-yP+|tpsBhU2-
zv8Y{9;ns51b5Q3;n_9~jBey=?y8jnVYS6*)GroK>@o0dLJC>&upfaZ5wrNAR7fE3D
zuaplpnS_WBK+(KUFyQS*84y8<LNhb|y{FDSHi;DVOE(%q%PNo$jaK?XrESfDC$|(B
znwm#3eSvm;<}UQ*f-77#c_i<Qibbk-D1PWqp{8JM*>*>3Utly6RxD3r%MGvvslbse
zuI#JI{24TUaUh>e1T51zMITdr@=JkEm2{*aW!kvkmS>NH69?qdQ?bYVDE5xrrA2Fe
z`kd~BqN5}N?us80G61Bq^%pWV6$_Vf2B~Opjo};(d&kQ$eL5hX_{+2;djL?<W3MCL
zV)Q`A&DHNct>)&Lk*NUHMpGl~Iyjo$Z$OMHE^Gan<xl7fO#D4Nu*XR3(rS?^H8BYO
zWU;rah@(avkgx&5h5BOq57?lWv6G~MaEtBmMwrH3(6K?DEtcs$;CC=<36GUV>n1$H
z+(n#3^Q@s(fH_^xRs5$|BM1*DB@1?lqZr+qgXm@*xQwrkMSSf5&dPzdRaUf@<ppxt
zO2|h-nCo+aB|uX%D?kY#T%n3KWAj2~na!pMl}+6-$SwGvVlHjdZN-`}F=&HSO0=vk
zDP_zV@}|<{CriQ6np~RjJ`K12rwG0$rUaifkf_?$rsPY)&x;s8(=thb+(LC|nKzIr
zNm?~t*a|d@VqAXwD{fA$$=RAXNU>1xdItK`wtAQZhfG(>A$yGjG)A)T9YrercEcW~
zXEK50IHf!AShp??{|pxfjONGlE~~cyG>v>76n*+YntClg--1kZp#&X)0_m1ZAsSp0
zr1=s~GNQDt3=9gF_%GhF2;bIKSkNK4Jnt|_@$x<9CA~P3X-Rbz%V&Y^xDEhUEZM5N
zKq|7B)4%M5f=T3s?S%3B0_A)F&QG^cDc@}1XCipCnq!UpQ~11K2~_}EJ_8_w3;GX8
z8D27s?;k<1zK9NNI%sQet5lcZ2i|LOL@%qqKhqzEe6DYDo+^yi)F=sRFt<}yV^Lso
zmyMF9H-Yk}(xH~xup_Y(=Y-?4j0f!D;VkWdK_r4V4y1aOshNd$Vk(J_1BWXcf7t$>
z81)S9@Q0@Gl9*iYxVLt31ytYkIWvFG)VpV%U1#10q$JJLdm3)2N%Q9~$bjJR)k^+h
zo$Y*#*N=Hyy++mhNZ=3FpY-b05@fz#r6pZGtR%-?t(>C*1YK`N)+b+0pj4Tjs-N!)
zJ*)5x?vZ{icqp6f{tnz3Sn!=NZ6bMJQ<GJBkP4T_a+WJYtkl{#>E6Ao2&9O2QG4KO
zEXAICESbcPr48@#voXbISX-lJY8ImT{T@TJ+4Cvq-Yk`n$m`n?nZ`EgP?@fYa0@Qx
z={nGs+#1v708PLZOy3O;?m@R?DW{l){~VN6uaCy4VXEScJokLbG;m9XEz{Oaau2NA
zCnb)lK_z2HvWf&iJM?Ukq9DTLD@fN7>XK&2-wH~ZjpUd_x{;R23E2T%pBmXT`s}E`
zv|qemtJrTW0VBwJuwo732}{TY0i}ycgS4HT&E;NA)z?-%B)VWbL2vA&fTp8Wr^^v;
z>2#Wh5!S{1r<D7?vre-E_%tWI6CYFhu);C}+eu0mHC)?Yp6*3Kd2{P=!OJI&f>WJT
z--epOMamvH@0B|9R~+Q55b@teH+<ekGD4g1t=7gO*VPrt)Q+0~2JfO=Ot3Ep1yTEu
zU$f?M=W%8O=?_q3h&|5!b~4JOt_rJisA1P)xy3lh`dMwoHWil32;+8UlZ+t%N}uk_
z0be=GUC11y(OtIVZulKMDDOn12?qyxJlC#{SC@XUL(%upyc2KRnq*FKG84gSwoIpW
zE)V<QzE)n;ZL!A3WF__T^@T>QvIVRVFy@iiNrPI&fr*I`s|<|Obq*yc3V_EbLor^j
zESH!G!9y}ANdh^jRfRW?J@^mY558T8>Hf5v&_|%@$>ZC!cpgf(OQ`c`%Vq%m{lryC
z_nXzc&*V}`yW(}P3A3W-dHUxEqQ-{`J~nc{*jW%g9|)0dt=sMcYYFcA<GvZaIyc77
z9F#M#HedE`$UzMTsu^o%)nPopa59Xa?Avo%Q=VL+*E3N8nNaL1@r{eFPTz)YdRnSl
zFKxfoZg@qp^kC&V#3v-~z4!RtJXBLyT`Z(1N8j>s+e$AR@9PP5i?#y`b;eBCpJUa+
ziaFJ%qOaulTG$wB=ozv?k1PDJ$;MpzyG7ByGfJzgPr6VGX5#uw+}S33>0(<@VfC|v
zB?6Q7UzokO6^jf18oE2K)A!jwP(IG6wHw%IQ(ZE@swZBwadSKl&#y>B{i)6u(J8y1
zUpKz6i{zxtJ?z1(YUf})0JJkOnxK2jKaDz`rG1n1ifj?}QHP213jAa9Pv~ImT-^D}
z%~MN1AM{GrOU(GQi{NbWK5amX?{jG864@)ibK|DsUqkR@cJi2L!Wzof=Waae4rxgL
zTn1Y=i$GKaj1Hy-N7nC=qfZ_~0$M~3*PtQwl>o=<CoQk$yLq>a9F6}{=8gW;6ri1f
zky{BWKW)s^DcIXs4-bIWmpIY#%SFvE4Qd^GROAQAHjw&yHR8w}j||%$CI4h1dHShF
zN!=w2zZce>|9JG==W>ftOw4y-#qzk_QDr4gdjB%Zq<=h6Pv!Q%YGa&g{<r$Se`nop
zGT8Szg1<Iu!H-nz`^MAc_U>r53F6&+`LXn@vt8x6-~EKc(A)CwfgH?l^{+BRkPk!6
zwiX!#6l!NJsjCvzPB#jdK{r=~?82nKze-rONvLLAzi`32;(<6oauxIVlI=TX1c(6C
z4U2g}hmZba2b$Xl+g98*@z-PmZTWT-_s1&F!`=G#;pks@U}^EHbFuCF;UZ6XA20Dz
zI|hc!3g@KeUb*Ib<FqCy#3J70Mwd)_+dWb5McZT%N22JEpT<$l{z7z*oFLQv#mT?z
z4!(GTU|hX;39N4QYfODh!JhT5x%G;wIdRkkf4j0X8h9R1YE2_YqsHp?o?O^ak!$53
zQoJh{O7ES0U;q-S*=lfyhV`3Izjk6v5x0?Ifp`A!uVm9bpDfDLw`?$<N1h+<-E%Z(
z-$DliA+1E^&>Gm0>LS(@?k&6G$H_)^z?|*kT7;;4&xHA3QL_*JWEf7iu$tY{)(N&9
z4?j~QH}6Gn^2?Pr9yiHn5Dq3~t}6K<#;a_qLz2twG`&l^Wz&UXH~;Jh`ZSOV6ve5p
z^F&C3j>m$xqs61%SNwDp!hnkjnDvVB>+XS*yLGQvL6Ln>&iwr8;hyo}&r;Xi7vv4w
zOqdsc?YQU8La4C3iLo-jO3r+Cd%|#6+qKKaQwT4?U6GGoRlnC5`*1Ad{F_cJi_jTg
zo55=SmmI&kM2T+@DxaQ?kN$1GDylxY+wOXd;92nPj0EW`O5$z$c6rJN%w7j_JfH)t
zbWBO<)n#760{lS`a*=2M@@z5^U6!~Y8-^-N(k6xCJ1uF$yO~a0h9kr;a;mY-@*{&3
zg6xbz{|eqqy*(vNElHXXaaJ~eeN0-#GRulO@3)sruX5GE%u1isgNyx{Jep;T)$~f~
zj8$XUdu}nFvfa3)AK%$$r*hz-mq+AT7uerF4R2)~<RB1<=Cm6-dzk+m2wQks>~ra&
zm0#fA$%_;3iVO=5<-gN`jD@Qyh22;@b}wPqO^dzPLKgmb-|)1R6jV<>#vO*e`C_wd
z>R~yi{A}sjcT&7;&Gyi+;wA5<OH`8LO%-l8U?GX!CK~*ThRes5Sxf2nRCvBH4H55x
z6r<oniG-0Xd1z3SM8m=X<Yu4&Au&d2Ghn%RBlVOjHS%YgKl~?saZssWDO|$~6yTIh
z3eY5@I?Ms@xW%%l$dFdB5*Ugt380KT1A40`<Ae8m158tzE?Ni3PL$_&n$6^App5&P
z1FhOHBRO~HLZf>TnsTn36~4piMAb6PNLmWTNv8u55}3G<U}&W^*sSR?J*b2i_e)U8
zgpLE7r4moUO*4rSfelElZ}eKfRL6Lf(n|@y8uXb1{PE2^m%-GN$iq3((Hm22*HW%=
zgoRv0fjkk91@X3HorzqA4u`RevRnY6P4bAQmM=1&&(Z<`O!=IyHGw&h2p}bscHAGy
zkwf*JhI5n}M4P+>tzK;jIGHd--qi530&r+}7SHjNwNo_Tsk`$!;49bm9Rwqp_VR>G
zQQ_#IQWOwPen^EY@l>V2^;K*5Y7tOU1KNl}a&5aQ>~MZ3x&wk<D}0Wg1KS`ErquI#
z)vj9%`Wn#^!x=2&`za$-s8pIXSR)(q_A~^Du`y(gB!UQec&0tpFq0}+8=y55gU2Ou
ztUBYOOO})DNRdSll;mn5-ChX^^J`30LF-OzpG^#KBe@BZXqz+7NP>~4&5-@k>ot8l
zOfzwqy9W3HMh%&7^~<UVLAQ6y9L;nEkWvGA@mUMCkAa5Ve$c7ZTY`cmoN)@duvrs!
zftLJu>eEWm-@vL?{&*TUkoFsh*c8v(_KooK=v8|1Ia&iHojY#l^2nM23|*$Z(S$2K
z2!soACTz~B58WY4^RQr$t9qeQqo_y?Z!3vhbX?e_JJ~OAL<x%wx1bE2R^CXCozznx
z@vq61TSat>;pZ8RB+2&y($+Q(->&=Tv#t_61s?19Z1ckF*hNrKdb_FdNt9>HL@17z
zC%h7;Z*;!aVgB$+pVdmQY#BUUlUrSP_;(d@AwHzbDr^fn#j5wR6l-=WR9|8ZmH>s{
z%Zn##pk(%Z^ttCJfqttMw*;mZ7bG#QZ>XJ!=aW1u-x)s|s@eM%C`s9VZ{xEE$4&^H
z3utD3h@~o@y$uo-ouDo?8~9dStaxPp&Yj0Cz)$s~yw=p_>h-T6O6AReda193EDp=$
z-*Y_^5LWfNu!@Yh*#PTIDB+GXVg@F@sAWH!O@2?FtSG6ED@Y%NUu!_0aQn!m<y5`?
z<~{F@*1=uK_)>c=TV>O-WK-`@TqO(V^`Hw2*=XG4y*N`jxG5f<NInlt;%GNyMCU!Z
zP{}<-s~}PDjr(mJ$%u}tQ=8pSEVzjY3<FeCqV4C6<*C<I(9fe(kCz*fRfP2Oo^XAQ
zQO32;HmFc=R#M-L8K*yUlsvuVcYfcwV=J#vDjf2pd@RMM<!<oByMlNR=)#{)+h1tQ
ze8T*>%&_wmN7^K=**nVk0&L}p`I~XlNO-ChfZ$E>dR-oH*&G;9CC9XBDvl!{=yxNI
zMayK-xP;?6&WG*(*OkXvY%=atKNn!9^O9zVB_R4?Q2-VXwHfQ_Z|kqQgmWTNfn4a(
zvV9+vz<rocm6~m7cYTanL*D<Hr!Q}oW6?~Gm*GPuxJ57IxDz^%o6_2c1nOVc+f5e;
zx4*K%ohUBq7jh=$gu$_Y&nbM~6c)FjTDwJkdal2%e`hv;CsvTkknf>Lc35nz%=Mnr
zfPXYBcG%N`N|nz=mk&z)Ff(;joGN$xL;xCJR+*$N`~|JNYqxW?O1rvId<y?OA%h6y
z{j1QSjVj2#P`uc~`=#A)YeF)#`u3=!lby1qb66;Wyw(atXzrnsW93B$G{fPuH?>eO
zHM7-U(Y^o3OBrV7^>?XK<>Y{rjL*M8TNAX&EhBM%paH<gF{9D~30=?2ki`=0pHHcw
zx@OA*)G%vZP?-mG;Q4x(%rdho2B_hOcr+&LXVMd88_v)wVpHrknk;V+x6Z|IzrAp^
z)21%)7lLj-k+E!)Dk{(dmDfY6>(~0@olg;jzX3i3Fhs)cM5(_>Qx*HXxOoiX$h<qI
ztztpDv-+p%yUE$x#t*6|3}r`$6oG@Jy<m62>}*oM;%G#8n*DM+P%sQdROt=*Aqf4S
zMzY)~*hlT2hME@w8IK^f6jH1l$!&J|L|JX=hx|6!|3K$j0UgooUOy3tJ4oqwANxMp
zidZt?zB9O}V0SinC}aD)!-?A;nTxNEgvI7}7G&JW1)taUYa)fT@+MDfJ4@gN{^GoW
zdn2x=+Fwd@wMu^z2~&lW537xgl$>nGI?nF>7{$6o=r~7a#)5Sa2v8;;NGMq!nQu<g
zx`z5QzXp7P@q1qmeu7K=GC=j+Q1N*CG0b4znE9=ea!f73Ysf(-OV^!?>h1#og~c@?
zT4jiVs!vz76dU~dV?B=)kEuMm-g4~oU~zn1;f_py((au?lu6yLA{P=z4e3)?txV0)
z-1X>}*>*(s_})mv%QdQ@*3%)IBX!LczU#i7?^lT1^pU#4I`=jR-EBLj!lfOotz)?k
zX=!$S_$=3T>R;=qRo2vhL@ZJ$pn!;@)N5=Jb95}YC|+ug{;LC_slbH(VU$rr(#cuV
ze-rFqKd=-ilrUrx<qmS|d{QOa_l`DuUA%*Ro+Hl8YgT@fu)FMuG0A`6eSyM4YEjdJ
z%$=~0?7Zaj%iWm!LC;O*te6^JT{ICjTlIlTH`B_Md-L9l>)w}+IkKsum#WV`a;{%7
zPslu9Z(68=gpi%^EJ4SWi$VW@n@KkWuMRokg6}ec;0*n@*V7pZ(I+uG>_C@srHedT
zUH4Rw>bLWU^_UrU7XB+221>oB7UXJX4}-N=nYaIJyR#-PRWC|Q*0jpuP8vjO&@c6r
z8#Mki>iOeYen}Y@Q3`awM>hHUFFX;XaDVK$0Aeq%;n#g5r7A3ns5PtvhI@={{Bb8M
z7@x-c)}-as-Y6e)7Mz};wA^XO8eAU^2<~#&V+KqXC(Bft6f;@hoxAmB?GE_6Mq{Sf
z09@*w)?O7`*^r67rEuD(iH%{0iuSjpJ2%@okqbq@8UFj(V<yV7HHNJlg=v;0ja64x
ze$UQse%&%;aV}=@E)g;qH-f!dS~5<$UqW2T2(wjn0-@NPSAafBl5!7mph@7;G!NYD
z{t$Y6g4ctLO&#&*Z9o4|`!h*5e-ozjd@!t_TbL+8$xUPzZxmhrP)WUr(wUV#Cy$P=
zReScT5%Lzxa$4h50&c<-V~}ssqTB8}+rJH1CqoI2(nPRpX_poc3-XEKPk*D8HH}(`
z3PR%1?}oEfkuDjY%fK!3#PyU57IIxY-1S^rtr0S+GArD+fr#A>l0Jaft=d??Cs^;e
zVe^+2ex;xrrBxu>E@=tsaXmo_u~U*}{)=BJ?I9DRwi1j6K8&rQmI^l{VDB%?=-?|H
zljeQnpVYkio|C`|P;UthwG8H{vg<!$UNc%ATX^2u_`TD317$Oz@d>X-pTVs3Dokn^
za$({$a?E0HOm_MBKOu(J{pLUEB>C8W%jU8keOAa188pywHO_^x?44rRZo6mj9mbq0
zVt5H$eC=7kD~vY#AJ-*W0f+nHFsjA_^~VJQWswd@!_OiAMOr(c_KZOQ<6J+rI9(8%
zyd`k@s6@LDNxc=)PH<upkt*C2M=1^v=M$=R%OWYyaBb!(3?)tlxwOrs1z6U;2Z-Z5
zmYXAJH&_UmzEcAi7j&(Fj{<@%8CessbB6u>#6Ns2)MMTuGl_pji8GJ}#e}>1rPydj
zbRb|FkAeL1O`aJUT^460QW^*aMz`tqY;(=@wE-?dt*l7?MSf>sVlI^81yo`?wWwmC
zys8itK>fL?Se&4M97*?H#`-7>HiO{8d51n?1k>18#Qzlt#8;kFQpXJ{<??toDwdlr
zY3O(VK|Dl@)&$!aHr^guQd%tG%Q21u+&%PGf!%1ew=2kEMF*;p&ge8S8wBQx#-L^e
zxU&;V?9z$1YGqad9cZ4YAU><e4-PDZKmb=in3@=9lrlQ<6uuXrVCsRuTZRrSFCScx
zPr|(%IruVpD4?2aPs}iL8Mn*=$!}-v2?Vmv$)`cbP(oJa;h3LU>2_rNNFrG591Wz$
zpW2+`+e)!Be}Nd<>6zn|N6|VUxqb-^;9sLv77QK8fM5kyAjv-?1c_#fLTnm~lllj)
zOLqwY&JPO7vpMA~)N#x>u7gN*M)LClyJpgMp>-S8c+8Sl#eQ`MG5}QOW?5u)$x3ld
z6|%682=rlx#T$*5!v}@jk;2Q#=nngx2S1!K8r%o-9*FpvpV=>S=_$x1RGv5hR~P2n
z)Jakp`iYTSI`i{(|K)iC2cN{k=a#ioft*BxK<Oew16|wh4&$($jNdvSmSxuaEnWEp
zKoM{k5NCuL<vIE>j-m=gMG^|cKxZqrRtvZLmt1Ve#I6v*r;d>`#nGAWHL~~Wn{u&#
zw6oPGqWIn)CBiV^?&^zctP)ub__S@V`}=c0)y%TNl)?JS=p|>C0R9%g4UaRAs<wah
zUh&ODU32$TtWXF6#H8GM<>x{FmXILnssB=ZB@^xXjyr`~(mrhIpPWp6)oJiaRF>EO
zRV^ZSqokoKLqcXYV*8TU?C*1L2bqo<KKjM=n!W)g>p$OjF9bavw^<q6HO68@c#OjR
zBY584M-=awsc+o~*?BS7TYZd)KOZ3#k=jOX8!!1jlGVauAux9XIuO>FsQOCW&+N|;
zLUei6=|_&!Mv7@pI3RXOTw%#$X$taQ`Kzw;QY#I2tfL?rcfGEl)>%-oM{tp(oDJw&
zZSi*sdO5E*ZIgk|FKJ<%(uEI?ttXqFG%#NU><JJNg5meCwG%M_5OduU4AdVB1zj_L
zB})LbRorUcxr_x#$dG!=AkPc?=HTqSV}vaI-;uMqJKNeUn`0^+$foe6Gk$&ep^W2B
z`fqbm_d;sZkmcA!E1!mnJzY@}@`m3k3=t((yo)tsk0>V{o~8wqc&p>L6IzG1FO*ln
z`ec3Kt4ytF(tff|=VI>1*}W{SVjIVm*l=!{^5LPdi#<uLD(IL+9#dP$8Z|adE9ImQ
zUCFZna-3KU`=-}s+<NsXA?Sn<3E{CU>6PZWuaDAoIF_`!i*1q+@}1Z?40Gz`t5yX0
zliGct5mbhR7HpIV&@KCG{SHc9i3thCPnQ&M$g#r?6eC}6@Q}O#flQbdm;`>!j_H(M
z$5WUsTtGG#PLkG^TdkZ4>&+@seQ+)-leQBSK&ieZ$m@Oz{a{sz!dj%$@YHydXGe`X
zrOeV7FB+o!J&*LPPu7QO-eoJ#S%F9?<kKf*M2mS(^&28p;8CmGX`Tx?mldB=VI-Gf
znbp7wrd~_x$1hq*lA*Gr%f*mF+uYWM$cNIXt2o1Vd!!~m53$vw`7HYYZH26mPTY^d
zC5DAY*8rQqO92!x%#&sjMGzZ{8G5Y-7R_rA&O2#1_CwMLgC>FdR6tw=<rB}jz%9+L
zVrL=&7>n(am%TSmjl)!0_<=}rzJ4`@NHsy~EtS4dDU^l4_W38jWI}BzqIzmp4$SY1
z&puf3*F~l#hoAC~UBhM}US-p4c&@PfvFel7`BuyA=H~JX`?c#Hf_G3L1rYLw;eM|R
zz0~r(ZK}B9*wl#ZM%ZJeUCe%e8vSX#)y13lC{MOHgf2uG|5pOdkeBzp!d>ev)p5f?
zcdUFK4p*15juisYqHhPzCmxARHX;$2mEnK=(cN?Rv<&)&tG;`uf+L=Oi|>QBpZ`rX
zbnHyAe{7|txlBr+j%0ZS`*C%UfDL)R<3`bW5I!Y|g!k0CYdv7SOh#kC-c{G`IeHxB
zQ!|hpnDWgdQehJsR=@$LvM8}$Ee=0Wd%1419_8EeVDp#B<$u#3?V_t#F$;jB_;6}_
zdM0zD5HNOUfIv)_ZQ^iZ4n#6(9w^|HY{RbV%<r)@Od?O7@i}J=1|2o0ok4p(F1QH~
zH6Nl~iWKp@t~<RrVxs~<az=`zTNlt6uXJ~cjDg|$a93qhy%qoL9glzdPJmfeK?4`y
zKc1yFq-(;3eRy22>&1`X;kGHFvU*N>Yk39^eq(fbJDWl%OO|=g1r8cvwjPbue}C&V
z6P#P!pEMEaPj?%5{WE`jN1v&>vXk9rdDiIZ<LR3(&637jv{$!oAP#@Ftv|BSeKbmO
zd{d~Lj$TQsm(}ftYh=aYPOZ7i0y4t1yW^vY&4!d2G!9*n{eD>0T#@{nYRDU3sJ6<p
zQ+j-%X;xv?^aGX^5(_AKy?)%fb?;oy>>D5p14CKg{B?JDIg&!V5XjO@b4oaN`TU+9
z`2{8+lt_z<t9SvlDW4WMMosjE!uHl{RbK%vzDVrhb|$ekia$+O5Gc{FU$t>ZN`ml1
z6#Me=_-hGeYVrB}a)X*@X+H@=gmKJc>;Q4Ko5f>&2vUJ(HV8Wvkem8u0NOjrmb}n_
zC_t#8`7aEDKf2l06D;r~!0o(HGPhF<C<|CqK}Y;ShS!k1R!&Qa37v3z<uBEw?PUw_
zHZG{Mp<&AI*M$#;v`J`Plw0A=zWv#^YOchVIG<>Q!X(vmc;~BnX<-U2W#T~xIE_14
zsbk)!YEH;6SY9M?srbBK_DuaKm^E<;S)x`X7jIm2Jkir4g+>smly=5$1wE7_!SOiF
zh*pWhSpkJ%FNL3<O5Clhb{a<o>`mf`gNY4VG$Ku;SKVXPiQ_WY2CnWp%`uM!upu<(
zy(GV}<&iA?eR@PPKwl=y2LY+LrFLOq2?~ONV$Q2}2$D+?WO_U?YS2~LrU|u!oCc07
z%-U9bKN}L)q!f0JHa45dOjvr!&^p(y^;p><qqKsB-lhQ|Qx*J6DVKKqJAG}LLYn{c
z&xy}|B|Rv@@U?v061nC%f4HI5I9_H`_2%iy_kkSQn@=3xI>_oimAZmD&u|+!FuZ$<
z)4fjIBAshIVt0kOF-rHUtF`X3*3M|3rER|-*pIT@97w0V_ssbUV7CAKq(SS6C&4fl
z(Hoe?=HG8ViUg*_bfT-dTZ7at$t7qdT)sK*IG*Vx3FDE6-gA}y4XF3>7P~flg3Yd~
z@eIkauG=ac<Gr0YhUPvMREUu3_xxZMfP>gF!h)6V#49a!CSM0PCFJWeQL81#{H#wK
z?B=Eg77!dVJL3Wigar_(q%9qUO2^^oO+&y~19#mzb2tnvEYu9&EK7VJ0Zi37wq`&m
z5>_%a8gS<%>OeGQ45T5Ye5@=<p)(Vz!dU#RGZz*Ipb;&^GT!k@;hUwRKR_C=z=<P4
zf(Sbx3$u~jJglaqI&mP)4z*e!L0mO1+D`13m<>q1W!_vCJ<qpom$;x}+!~2S{Yv=w
zjFe`_Pc<4!veEclX(&VJT0Fy!3v7o_`=Ki6T_Di1r~?6^1W6e#=uQM^ij+VDM3?#$
z3ek<!AJ1d9tQ1HhV8%CRuTX*`7!V{2)~TCFOL@Bs<m*fP!jg0@qCYQysNnz&r6%1w
z)u?S%N#j!RhO-0>%C!?fdXFM|5Af2lJIS^MLgNLl(o_Z0-WQ%UYO!(}SQH|QpJ->=
zJ1H20)LR%J4WF%2B+F?C@Mu>DVO4D*qsE0mR`GR<06`Ig9GDnpv}nb#94k<te*B-J
z6RdDM5`ehx{7H@Nm)N^m%0e<UBgL-raiy;SU3FX;Bc^0^bC+pJd~)WgQwdLvKT+Kp
zFeau;FMA;L&KywpBCeQoFs*&!L!qcJOiUShocuWX5g3TyT&)(Bb(+bP(nMErn&enO
zT{`5SgG3ekW$fhPy61M8Y8gv|=D(#Sb#InU#D_a426`(Hy=jvj$nXxM>FOX~Xth^h
z-!FV;-2F<^0$}uynxA@_*%!D2%IlDTE36x*(2A2t+`41t@wK2USwtB}yj_1pk-@LH
zGO74lzvY>y)B(uPTi+n|=~o9tcW{#*Zcet&njW%3qtq<31#<M;;5N+w+8T5AOx*bL
zE!)g<OX@Fb5(m6?ymO(f&z^$Ea?twU?U=oEp9IUg@q0w$z%K?HZMJH}xCEfJ>r;~S
zhsveF;^72$&%&D;;WTRnWo_*9F&jq-g_f4;b>;pqwNCFoT6M8bwN=q3AKlaolQ*Po
zi#h{eYZyUG?0Gk@wz9lA)n0-irrSS#kF=HB<^fSyrB~!@_+50({F;ZcYk;H>m=}tN
zgMbx~OHOXgJHmgSnbNSe>rBI4)d!jyeXnPp{ZI=F>QB1~<7LEW4IX;I%@wGJL0vI=
z)uGHNEiDz^f0pYrM<li7Z8dO}9s-%fXiaf^obH5&UN0@0i3Ge6-Xk|w|DL8ZH*Ww*
zn*=#iEk57?4V?f26Tfd6x^|Kr=9Y5w1@fJZ>-Wwk8ejpWkpuC^m!}~HgvB+#(yEYz
z8976*R+alP+40d`Ebh5_IV=*Be`DHoA|%(@vf-u5!%5Qegm^U0`1rFY+OvYZJ31^U
zoP8FVQ&!TM63Oi|AQJynHI1cVyUa*(e#q6fP0TSbJmE1j14iXeWCBSJTJ=gz4uEfh
zwq>^Lg51{X&m`?e0)`wG<L@y8P{wg45;6)zjwUL5#)!o1I9-l*N^O9qaI*z7lD>q+
zN?At(QsM3LYr$2&PjWt(anx|PE>(M#{w^KIB2{3Tq~(-WOi9SPvT@PP?rlpTa}$Z-
zqV+QKpFP-kiKi;A#l~5#Rx8)Kunv2quQUYvZ*Y*?IlS>f6Q=;C8#$q?LT(`A0@Pv_
zPtTl2B%)uLUwiX2Es?pAt7Zd;^|sH1pN5BBwR?uzY&ljLV3c8p#s$?F=Q?sLUE||0
zVDZQtHyC^JRhYq963IV8h~bW;&3BIvTEt<z%%s%sB+!9DMu5pb_kCi&%;DQs3oX>~
zwxG^1GvOkzT@*v!3BElgQJjR+mB=K3@0uu&(|FDRaYTjdZeL<W?4)gDxm+8V$ix5z
zYl8xv@F9PWo>2<9WmH*D40xdPPN_RV<a6iAfe)e#cJ;&4NlPeHi9caHlOk9I+NK42
z+|%|L$SQ8nu?8vs19=33!zOOGZ<d+|yt3d{JH^GUR&Jcjx|~@G0cCcx1i(hwS)ZN%
z1oxq-5h1xbv0^w)jrh}XYy4Q3A;nh;)Mq9ykNX)rqO9^#aVYRr?TRiX`^Y{t(H|&1
z`2F*j<yv1aXue_=<C^i`jAQ55*T0!UX$7WmqB@=9^T@wo_fCxy2~6Pbyc-?;Fo<|I
z{rRrEoNle32r^o4;5?`$3ZcHaG5jp<an=F~6o&W0A7w`h$iuB)1_`=1TfVk3gPN73
zQEggNmFppeKOu<v5ys=)a1mm#zD|EfN3sD3#wzHz=q)GzA$w29*!GK;1ru>V;2qRr
z8@*O`Rssu{QW)riyE>02h($zXGA$IXJ0|n+uW0y{Dn|7w(pJz_u;qf$pwiL=;7L^}
zf4y7!%J&De;bo6@u;a6ztS%R{qL6B49^voqw%-pvB?IIH(f<c>hj;II{52%QVwN-B
z?0=^G&7QO>Jn#ITcif+Gy`$85W!0(DlkTqyM}MfVAu1hiW?z|jjY8&<@vTr=GrFAm
zdfxSv^pM;Vf$r7QIP9{z!+YgKW*SN@ZaX_AqV)T!!(k`PqXMx`QQGgIiRl**5{Y!R
z0jYKmh59p7bF9wb6@~h}YkWRsEba!ac{um8GCKN5Oqjw7z!H6_TV*PR1~f)w+SZM8
zgAKip^4)vZu}cLcYCt9p1f<egc)&-`Xx-9|&`y@JD-Y`{mrd$YYu1yxmPQclnYvE`
zkG%6ca{wi)-BXGu=}2av0V|cP(e9|LRuj=`LFn)23{-+cV*nlKzsquo<B3P4LXqmj
zgD_an)q%BbwT74DkGh^)U*kfwfbU8maWv>b$uskQ)&h;|x0of>>^NkV>&)`kY51*)
zu;VCh{blj!88g#~pJg87`=1i;=juJwj(C7)I-};(Sxz&JysF6uK1rQUu>ph2i|)m_
zU&*$p*$uq=*N3e_4u8$_wr~0;-M5x@u=0vM*gmv%(4Hs_uj5uK#`!4VVelwENoi`>
zn&6-X+e#ChA86g3$it*R9TFhBi?u&w8{i>op-xEknWxZgF@M3x2?S2UcDN+Q5wFqv
zmzk$1L}e@fXlk|<l4Y5k_FJYI^qmrvc3>9I@^&u8{mm>}bbG-;a^PaW<+9+SyY4EG
zKom=b>B9H8OoH#znh^Fu?SVx?u@h{uOs~A?@<zpZeJ<59%*g;o;(i5uKlauScV^u)
zGGZT%QQ@k!C~&`hc)e!2WXqb3W-=plNH;T>XL7<OM{e9fw=^n>>z{uGUOi(x2qjtI
zL7A@Fb^(5xa!*?0zG}noWl`Rh+|ig17e9Qaok5s-|7+|{?ZfhuPf(E3Vls|n1xoss
z<)_i}eq<r&n96DiFq+{(`8IJMgdpIiPPf*TX8B~@S;i{#CFDyAi}y!qrc5(Hhhusr
zmkbx}_<d*8fVgeYLVk?e8(XKiGQ-xwwd>%hUDJt$KzvKFE|Tq6Cn@L!9gSi62%Bx;
zQN`--iOzskBvFkCtmR0q()3b6vYF_=E}>tlYB8qLKx4V%=uS)8kil-wx(ii~ljqc|
zfTw>X`Dz4#t^>`_Z9w#^ZkUearP%s4KQ{fbI+L}`YS!hiMTtr-%TAN8BU=l}I~TDQ
z{oujr<^!5vSn*krlFkxjI>$yTbEP1Yh69*t5o|&#x@}XpP>qo1(#^C7IolSNwuy|V
z!0cr#FoXsD77Kcj8&SQ$M1GmUEGw4a)}P8diSmuR4$<C&4%}(M9ssve2LNlV)fA<g
z0WyaHb*64KbImQjwlx$j$O}cG=2IUiQW%(iKj38x&bKtV0Nxn{?ZZ$`>(9hP+IU*+
zmvvuPLY_H$BfJ>W07Dq3Xn2{i$$^cqf}MCKVdU8m!PY39VsEvjcgL0pW&!=GM4J|?
zGt3XfFF+iE<9^9w5L#`1scMVj$rQ>dM@b}a=o)#ameTG|sVB|UCxDdXjma_qpb6{4
zT0|6e;>QQlWQep*ir1+@bQux|#L1Bd(81vvcXel;vHY;I<kKp1I+6nbgz~_r!8*-(
zTLrZ4R7x{Q(=s3PF^`$P*l`s5r`QxJPQ55)iqOahQw}EYLijD7KYsTx0ED{(Ux{YS
zV?QkyE*E0B#*P02p$ZiKH!A*m{$ZPidmYn?j_WBu8nrQ8WVwF$!)f(G^#XOGE896*
zjbMZ6DLt9AHn4SF4OsvbRG@3ILI&WF3NQH2<s}vsS?q~HF~qK>!9-WE(ZEx!=QC+|
z`yC(%jLCEOMvCpnf|9TxxM<!QIg7VffEC2oo|6jaIiWV^0Q}IsQ|R|m&fNi~;)*-h
zr?*CS-~`ouH^V+&)OT$f3~>3-7jwXZu(Ai>znF+ELU-H_T&}jhprDEidsJs4T}V~z
z&ycAR-}8yDtJ@c-tj>H;3<(I8X{CJTO$?<hmTA&vCBV$LHb3%6HIofg0~B|<`525H
zioxK0QmkLa?Q+l^K}p4+v2#dZ@fp1o!p<lMq^s?oJ7jO(%t0bFX*Y^qQ$dE~Z_PIL
z&sNA6cm383wKih$J)i26TTHbqhaW-~^m^=AKC%0UA2wKSXSaU2)*eRp9u{Vq`!07W
zC%z62i3Ww~&ALe~0x-PZtXsyZQMzqVp|Y)kcgiMeHcD7diyTI>!^>`t+2wP9WS%O0
z`P(b4tF1^OgnxFwQ><`x^VcM^D~w1poB$dH6($e<PAuXS6KE~jCw3|w^_RPp3|2ei
z>z(W%WY4@kL}+aIxMKE))$Hr|U8x3U@d5MH>zm{od13Oy%zG}a9e&-TDCVdMBkb$V
z676FWZ^rxu-PP8r61u+hFr1()c^=vV6P08m$8Dj@;Xn@J$F~iNciWSXH?PAG(<PNA
zOHoL_Cv7VH#lgW*_#ehqZ6E*zSdZ?9WcB94<;}KlyYJ~nF0OHbjSKxttN!0<#N^-O
zYDO%i1!qZ3;GtrFVuW?Efmu?Oz^Zi1;gmQo57sR5PYyjavOH;bh=Q=7My#TPYKua2
z?A+&~ba{`*zU^dM-Y;<@rRLd%?(DRdW?E&~s5dtOWK35NSNAa3QK-8Xj0J1$Oi;Kz
z>WVDx3Cm15EVZEE$PWL7<V<fvdY!YkT`Px{&_r6%28TrO)DG5HD+)ELRVRXJ?U@r?
zL;*CfFN>7c3fOI|z;DTMwwBYYU#cDyW;mAVTb`>~&wT{n0YRYHa(<RnqPvq#@NB$^
zu73K^<FCk8<ey)9du)6N7qm1rHJtLxppI9v!2Pad8$s~_RdN>94?sU&$2|RxMe<3s
z#)2J^@y1K-x)<9aLjkEIxGy=dM;^IoyMxD!7adnem9ClS36<p1z#~Q7P-v>JyM^Ke
ze06h6&!vItPZfs|Tn!B(!+#MeCHCo3U-DZ`fe|03dZqVZ*`Y-5G+T{h-g1A??}pME
zPx`AWsI}fs4kac-y=S-K1Hsp_U-~;~Xs6kAY10VgmVX7m_2Vb>$|F~`&^OcpuE)nJ
z)uSDuu+8_r$)AuI`fAOEzn%j+9_RuW9?n^2-Rf)nd1LSUf%Bd>_SmMs!jBnnw2A4d
z3*Xbp15iCf`oQ}pT;uruio=UX*g8xtjiYE3-zO<BOxsZ*i<%4@eRR>7W&N!G*GxVO
z=Zb^?#{m1W)BqhPb`$p2v-NnBu8z>J-x@?(@R9eP+Wre1G7iQaY4{x+p_r*1TiD97
z*q`@z$Lmm~RphpNesDKT^@8eCu&pM9H<mg`_O<lrG~dhmVK;Vl_Vi_@g*(IDSv7s)
zXKCdGp1Q9n&i)YGcY}V((N(2N6{5A78rXO@=9<d<RAcU~^qR(2tt8TRon5unp>@rG
zYKcd8$&AGbwVI=LYQHl37L%_+HYO9dZqVZFE#@PGBO#f>m%POc({G>X3pHF`5^MBu
z*|*kAGeqvGJt!s)SGB_<cEIlQynAODreM3c@xo)z#Us9Yq;#eVkF0<rcF;t!poK`m
zL<%W3KH@~9hxtwu33;jGVRoHP=qw<77gzRz)a5iotijxuXtWbqd@n>HVTjE?FLQw+
z@Y}h!b_k1+@@Kx`1itoy;$|cAw}O4^6VbyXs*>bpU}fifgui(L7@n+5To}GzA*2W(
zIQzlC$wvH7)NiHjI+vg8IHY(sGw)6ls)r;We+@WMJY?9m1t*QY3GXwyP?|A|ezrFD
z9it^=1|@Obwd1}#fx@~u04`lTtY1;oIq@S0p4qAY*Nn(}9_4%S^-c(C71Q_bvfZ1!
z2v_3|W9i$XhwfI5kHAd7)<vFp#P}U0r{PX^-%?cAWHc9{fz{V@DA73{<BK`Qg1uZv
z2#hE>^@k{zI-C6L;I8GLNB7;CT~K{iUH$XM-(yXtm-8NEHqmSgq)=K2Qr@IKeBlfQ
za&(`{QLHl>H&Xan<I_@MnRqGi!(>wV?gg|i<DG(&jy8>&cd_VkbFah>PJY3XHBc*=
zsdMU^k-D4EAPHIt&?g`K$W6kwI~%#}z&w_LIxd-UM;NlS{N^C*v_!d?BE@=F6!R9}
z$%T@$WfSze)b8?N1GA;l;i|Tw8&b^xr5uFp1BPpq>PiPCtUS2S8f}<DX9C-ZXe2*7
zyW@A+j(7X6L@pV1&w&=~=Fi&)2K8#GW@{$RUR5l+mbO_SVTYF55yx1HW!HM`zYzVV
z!zI_m)#7t(K$}BojQr;*95#M&w3z<!R!ZbHZ1>uu_VkB!*VbR$O*}Z=U+;&gKfP)}
zc`nVq^8VfM_`u;`2Ujo_0y~=g4miD1M@^jMedxZhBrLj^t@z8(i8syw!Rc9Xx`aL(
zz76*O6rFoK)B7LCzcU%qsC1f|Q5>Ull3TT5Or6})=GNsnj)W6BoicNsFjhJFt(n^)
z%}h2!N9sgTDJn+Aw26weY*|`z8^Soh&-tgndU&*N_W8a)ulMWqd{H~B8~}dExS}h7
zm8v4HM$nCvIvg_1&`(0i4L5tzW9z=L#|EKoc#3HExct1?m-)FW!euzN0n>j4=f2;!
zZC9nb2Qe&RdxJf+VOY$~rzUb&$$F7|puAr;UnQO8=_Jah1voc#Gu&jfh`E=fhN0vt
zQhOCM&boc_06hk7p*q-&5^XO5KT&<H4U4kCs7GPFhQ{yD*4sMfCc(&y9Z)2YYrM&_
z116IaHd3}F0OaPs^_VE(n(5$ec3%6^{5?Gnz#FiVY^wK(ES1O@J*Va=5_sx4KI9@{
z@y6)*wmFqo;JWW%_5k8kf>tD|c}yfA4z0x8T&FNdH0IOwCcSPTLQpe^z}VMBilh*r
zDBsBB1Eu)+T9g6ifVmtU$d0EBIx&3|tBugtVTw0VrWng&a8{krMxY)|yA$fc!P&8P
zp8ruWLg=aEAUYatR=>*wESn)HS)eq_^M!&27hkf|B=MfHZ+JQt9(|IE``~ZiC{cNi
zK<)y2U1!SpO3WndL1st*$4~&r&l$JHO|W8m9l3;0pNXODOwiB>Hf!GdFNsO&D_!%|
zH-Cf>Xl6dqg$Tm<PuULc&f%YsaW11pihOQ4uIh}=$Z#J-=|Z$(-hkL`_Cxj6*5&zH
zNJO&naaCg78W|>Q2eQhbwUI36mr{Y@!cAv&RUVD#giiQsFKTrMcz^(Iv#a4LW3)Wi
z7QP(*l9MIHRkIOzP?s*Rye6~tkx8c<St6E=b1sPjMB|O`jYkex<CpaJi+ulba#S5u
z^No$bZ+($hp(nY?{p{UY!CQiR`43tD_APy4Vs;$vl1r{OGNaP^|9AOe(@ZP|@GrLL
zIF<#bbU5NvhyKhYT*lYp;jK;^2iW>4WAr$j=2JItQxIb5pMN(PEs7_!jvF?h{bBtt
zhXmNOApv4AKI^(N&1j(;z*T34vjss5H>tW4OEkM|Rts7_VRO~Xfn^?Fcj)}EPIxwB
zZq(h>X=BZ|Fw;}J9`Roo(33AlY<e{L*V|0z`QeCvnp$mlCVM@6`CHpB-z*u}ZwG7j
z-!sBrVWTO+lNoWLKk(1bn_VUvp8cv`I#R##VCvb+&}}|d-$#XpU)*;%M|L3Ut3|BE
zSB-Gf=Z<%qZ)5bfUNPMN4K!Q4x*a()O>YZla9e+{c1$w)>iFr@vGRaU1Ozmw#ew*v
zUVgv!&Pe<`*D8<)PXFZj>PR=dVt?r6qK|Yurc}vF-7WEOZthYv2oYtor#xR&{p9W7
zqXD7UQhDE&%KIOCGXgV1gBXPs$DgSG4%u>&H5F$V87MMG?BvjZPcSS4CI&VFOokq*
zbmhSQ17-gV>v?9JJq-c{{;7zFWV0~tSlt5^_kmeR<&SlSFGTR0E3uv1BR{ggM1OX+
z-u=J0FQk#{kE7>ypZb}a?U-MvR_`wPvBFA{aiWjL=pPI=`a9~yP$~C{EA{Xj57&6d
zAZJDX2)p*=c=yEWrnhv4cJ(O1-C1u&^R&J9eNZQ?tL-yI^{qc=t%-@YMrb-MCaVJM
zRutzscP&gQoTW^bTa$OehRSTNGqZroUHKQXWsHw7*K^RY_rk^9+Zl})yA&8IH%G%<
zHI{f9y2`<p627|or&|q8@rV(GbP&L47AJqEE_A=$ZxGJqErWp;cU@{vK+2FracG4<
zC{oY<C;Iek7l6H6GA5-JVPGnGtNXZWTY<;psO)4de&MUEPJ2xrp{vf}IrBC(8;LaZ
z0ImU5hSMS%eS3Z96q$gN-*6XO)!jc=Ka25JV&M=|jdMG{3gv#z#YJ^}AMY`&DDD<x
z$GW;r+QVGr*lL%7$Yz&^X9N2Fg#hyN2tR!7cZZ%T`>9e>s%S)BK;uw?f0ME8Mbk;5
z8Zd;G7niEPz-qdc9OWQh6^QYfGwvnSy%5n@jpw6<AHB{M_E@F5E9>nbBwlVDPWkq-
z)7{xIF9br=yBaW&t+oFvNI!J|fjisFMxv+t`rE?uXgP%|JAOl-WOqAnaOuy%b)nu;
zM2{q;9J8ws)fZ-=9c7R;=PE(TAou(57}t$VS>6+kO>lI4MbRHiEbxl;PW_(ch3d5L
zW4SecJPjE2!7#c`2A{eDF5#6;@9ei*Kg+fZzux@8tB1v(fT$Is-BmiUpN(ali}3r%
z6l|7;Mfe^0o#GFf7U*#$5Ym4SGs#ur-dH)L+of3aEf2cpH<HRE$LR5jOXO#5tQ_>+
z8|2C*^^M$tkJm(q2(TI899?Jp*>^E#-Q(Gr)t@q#RAD1?Rc{@114Jm-1(evW_0~x9
z4r$Avp6OE92{+G9ni)-UaVf~^qnV9bnLEpW)&JqxuH!;8<!n7_H*R=BI|0p_>)5gD
z)=LvB+K%HDCF>ZBdw;K;_lHhHL?G`z5z*|{8tLG~n<6KAy|jx%Wto8Yex?0t)lKJ1
zC*Ot^YQ~Y3_s#F<AcNVS=`A;0!@N_mYwxOe8xE0>p|CGHprW_6w70!sPql10K1tJx
zQ@g&}(@z?GF?7?xK~FqJ8I-j6ob}%7(LE77GW~{yYg2tW^~!3qbIWe4p~f!A0*9zH
z^BB3U?2jCI<FZ6;MpBjraf1eL@XI4b0D%@SMB#CG3zYU)V{nOoORcTI!s=CI_S!wT
z#oJl$EhB1N@8^jZQa2qK)8~KJ4wmJd+>1VKKgQ{qk{rJ+9ht5^n4ie+)}DG0PZc#0
zCDxE~(A4t>w_ln<&-?}@olbP6OjfM629@{|FBB)6g*JQ?KXlCM_+!iIXNNcJW?sGM
z(Tk`CTnslbVIDBF!NyPNA<!#GucoL&H9y?;x}Rhc=P}OK(;#ZQ)pb@Ym#CH<4$hI3
z`A|6B@LYoGm(Ks$7e`$#c_i9-ckJlGII9$lQis=;?_WrXthnF)RbN3}JYq3o{bL*E
zJf{56$?n8Pv#Ta1ZSb0L;5E6%`uXt5;-1+}+e+yk$Hj}QoAP$Pj7a&AHwcc$>)y(G
z`#;6-hWdm~oBzhg=q|N_6P+88-KM-Y1A3~~*zRK;Q){syn)<qV@{z}Y&ttPPWaOb8
z6+U%f_a$_u;o^$Tc?BD6GWTB+VJoXyu|)7meUqG(XammlB8?jZbDj;{QIJ$)Nhf3I
zQ59{0H)JC@14RZhg9!E)T$KElX@@&njuWntGZ<VO*&mk40?OsXU8*Bmw-!sx?1A1@
z=YzO8$$iDUG{Yv3i$_mw-MQU3px2P#Zj^d`>S-Kl4^u7dSbrw-es7w=a@ru7my#SX
zI9Vxe?82m7>b1zV|BL#*;sd-kvTf7(v4Z=1n0~D;el7i0-sYYWUu(3qUc4ad*SSsa
zUcf%iJOA>V&-Q_)u2)TG{Oq#z-(LJm_AFW;Z03#KdARl5PU!=~v!);4mn8n}EPJK{
zAclPW<eQ4xPj=2r&0A?pVCHP%TrRltgpQKW@fgg&Xe_G3rNGnOSrG{nONye@7EY~z
zs)3kxf~+S#uW{jZ>}be5<uL(xJucxAbRuuoOIz-?$cJExTuA8@1*J}sw3B59{xH@9
zfQoFcHdtR#k4x-Kt=qRz*kl{$)wHc0^XS6_Nra!*#L^ikG0ED(HTo8+lBfiAJ$Nig
zZ0P!o(#bd>CeARxTX(YiTAR7b11Bp>avaLd>q9<lEY+te2N(sELE|f~fra9MLX?E;
z+6PS>%+|5~WK9I1Cfry_Ls%+rR#Lj|Gj%wi*HKgJ4M^VwdsZ9iXU`>kvX;#WCcHAN
zq0bcHA?&B-8ipVd{U=Ki(A-#2cu+=Y;wT5dlxR%1?<G$9v>ShDmk*SshNdH}VYChQ
z9x}%Jw<V|^cuhFPkBIo-VcI%7S50?Wu}RC_Zyd>rX>S(`Y@qz!b=v4H5gT!C^p|3P
zo3>&Lf>>S6jPp7{)T5ItRR=kAvhP0km0%%&NkQRg+Io@-47a9_inoCYwRH7d;Ci~f
zugmh5KxgDdI*M9B3;jR~<g91C=8HlBGU!6(J+y%&Z9(NtEx>nDh@xz2+oTuD_=?ix
zQ|!Bo=`{as=`PcULbrgGp9z>nd+dy1U?pabS%>ODaH-kUL%IlbF5Z0OxJR#^z(kW4
z1T)0qCq2XfW4hkkYlh#pFCNd!Vq^{E32amY{0Jmj?(24XDTp$hBnT?3cy`|WZ0omN
z<epWtf&52*t{UgS$9<TjE0}AXDp#N*`Nnhs5&(;oj_=r(g)&EumJwI*0=%fj7^u_m
z+|}bNr%pPgq85Z&6kyN(T%G69p=AUPEUn^YWiCwQWZ$icC0zW;OYp-Q^K4v)cAQ&L
zecLGS+Qarq&-Tx!$d5~=_y_?0oX!Ci0k)K{u{jpo1)&iSz2^{A4oxCQI9;(^mMoy0
zp5hp}XQx(d6b7`wNJ5Hn+dibVS#ObI#Rm2zmY&SVce`J3F;OH{N8Yf3I1vCl4LtBx
z_QVYavpw6i6M2k_BH<iwDXChEMT&vDmz!&9p9rA6xqd-^66||WZL-xw19-isSF1aC
zjniXc(?>fAM&lU!)@Hpw6Ai*16IBn^6r~^WsOWqUm(@ybbB)S-_VE2T(T6AXDLzeW
zqux=g?3*EEh}NDLRjcrve<Awd)7b;r#M8x!y)|Dlir?q__1DRv>&2Uy@aH>md*8ut
z&i^Og?%Y0M;y_`_PL@(t<&4;NdBYj!qX!SPm;CY3W?Piv4+1NrH8W&<XM@qYCm*$K
zk;#8_DTQb2<Mn;rYbV~%T#vQ!97aBAZ|mJ^Mk+r4fl9r1u&tx&i2k$t7ik5$vb5Pi
zAKNE|93x%yf+G5Di&F~}HD}Qfxtd=0{w>E~!?E-)b2s+-CGFjkUPbWfIWW&T_u70t
z=<6t?us5=B>K@G57sOsqF96kzU$^C9Y8%3QHvjO*38@MA8r0R>nZ}b%eN5zd%_$3;
z$IPsL8n@B92>-gfts7hIF5VQlpQD3Lp4)Ak5&l#W&Gnj_@V6(VzP0lfMdrTIe~KiR
zwtMRMOmZ?oT}Z-vySboQz+MLeT1cTeJZo4sLrBZ4pm`5c<MzlojJ(0Y-IYK7z1;pf
zRkYykzFIlRYLxKpOn|5;T%0_Ds#73a6lIsPzcWW79;PK?H9Ms1zk6ReW*&KWR=!B<
zci7PK)!XfnR60|;R%ZtT@gr}ewD9ovmeywwBVjn~BMSn-&{typEbxcW?pMI;dR(be
z4cx{?=-=D`{rw4;m%OluPjSJDCC-+zu|OYJIaEMCa|I8olupxYzwfU#@YI#lT@<Uo
z-sc<*-A?Jx-*_{0PewS&tWu0pzRV~!1wEqqe>n(Ir;T{|L$#l&Vnjpr8ow8Nf1_kI
zD`R9vj=hee8d>H#|I%VJyY@DV#XNCCE7+wMM8&s6Ox&(*d%G#M4fl9D@5G$zbTI0&
zh^eez=c`~|WB%ujm8xs5up{Bx@Iv4sFrfTm8P#>4)<<K)K2hF}lyCsu4YKbKvLqLU
z=jTrxS}?AvUT3bFtA@=+MHCf~$e1SrY^@N+N{@wLd5_C4px)vpC+Dj5+3>+8h(Ni+
z!8^4PaR?J3%h33uFTP9FX`?7Mfip2xH*6TD>FG94sbDu1zI^e0X!P{blEh{xkHlGt
z6*Ai7plw&-Z{dN}@8K}nj-r|C|HH2du|-!@r<0|cvaT*PD_fwwU>TXu+7V*onB>wl
zVw`u?M8)D3C!YCW>$`!@f|<*bwCOOnZ#T~1e-6&xTWePA(i04UhvXVvG4M~E-%G#G
z@^TdYm-iOjNA*8n9z|H{j7wQLSYgA*P<FGw&xrRIul;#vnv&k0nBm6ljTS;1s6$x;
zw~HN*^}AgE<>rT@sqI8xE{XgIol)Jm=2^4BF$^@;Y&~g=R*nrZ;UJ&WzddOkQzIO5
zV+iM#j-o#$I)C`t)T0G+bmTCGdj(uU`W-_*{3;5lIPtb+@^0OA3%U?d`zc;m-Xc2N
z%j5nFDSkVNHhaQM#-UbrZ2B(f@4pksdwwp-y8Ixo6bRAdJx3j_MvrBuVB~N>Dcdrp
zeC1U(p{s2_thG#2Zu0(&MD{@_IYoS2NNQ?~aoiiK3K{o$hJQSV9e+(N^L+3;`^opm
z&<0s~PbyTQu@8zpqvGBm)_B8(=VtRB=iTw%x)O1r%aW;_6^|eNqB}n}`x(XBSA`3;
zUdIC0fyKin4X?XocKXOK@FAA`?krC0W?1CM#0agMc$})|Cn^3MW0Fm1J#==959(fh
z8TEaSok9l7f1NcX#JjKF6Mp}O@}S_DQR=v8|DdF9bMm$;w=S%mVLh{#3YGr1>5m+>
z-oI1GA4x#+y}SFL{*pu6IrLNn0ikvM!R5l1OWnP3UZ?(+03){V<<b`M=hW-oJzc3K
zjJ%Lb9Ck2Ai#pUma*_Io0(`o!TaDgz<@(4gl!q*Cxf=Q=kNdE3fHVU|n_V^_c3DOP
zLd*9LKeY+zNepJzf0w$)S-KhFFg%pJT4d<aKQAy3qMK(FL4AZB2edD@Qizxef$wIs
z;x)QDWUOU>76~`X)Jk_RcGV(*>3Qd6^8k*#MHZP`fcu|mRc&pc?R6<rDQP&M`w1T~
zK2q7$_~+<(D3~#50)7b&E0~cxS;aek$~+%OT0>iSl6hgNgxRnkx95%#JG$AzJo;M0
zq24qkqZZW48y|kt7(pG;pR&3w-+AbCLh0R2PYzm8jIGHdNfTe3xsM-ynew7Lk>PJp
zjUBURJ`zhdpRt=sgK6|CKA6%tWy5{0F8pt24;|X&dH1_{Rd(8g%PWgpuiLLU8|c3`
zwV!L)AvkLFy8>m}%%de$32A;&%Y%eYTZcoYwW8V%>o#<smaJk>0IIgBQYY@U(zO*I
zy?%7Z*uXw{IWh8y`YEnbDj;y2PJ7AHov(yO9_Yu<cx%RWO?qRx+C{W*8#8kg0PRp(
zCiljeC07hE^M|&V=AaGoPI!9DrB1^fHEOJAmgO#hP@u>Wl=Wbz_{;rm9-W3xm!(3d
zRb6mCfTn4@*iB6@ppNGz;}QLU_5<=Eu4(%F3pp6Iy*R_h2QLQ<NIYBzWYd>wTR^$3
zVs=U27Jh$P!p0D6j&dKoWZ4rD`wPWR!_$4EC9H=<RZb9JA%86~;H=oBsyq;QWBT#=
z%TAoE$ud~iS6ySt6EjIE65$%b<W?xlV!H94*6iS3qhs_y<7tL5=MRtsvOt0E^E{Q`
zK1JfV$7dL(h*7Jp<OD8&(n=42Ms_TK$(^Fv&Osz+u#tx|Bt;3pqmEy(wv6A(41&Gi
zKT^nUweCd{Nb7c)$E9?9XLKH(#iDp4hs^{ouD~ICwcqfpFSO4PK0Qvt&W>Fblj}|9
zLD{+|o-c+&WeBs1(18AEcZEOP+cF{>w*+vP8I5Tf#`OK_&R7yr%{PIw)Gg+07k@3-
z;<PV9*&lQX-(|ux@{#~Ylv{agOu*};xhkPar4IrfQJQ1u(Kl8IVPeD-4>!(iZumBH
z#<<T&Q8K)i2N?o_6qK_>@s2Yzp7B5ou;s2GdtJIhus#i<nu~Ifh4JA-LbD6j+UVp7
zZ{Ao|d;2)?ynp6~SYdu3#=!^ReXA@QD*1h#cZH{=S#x~&jo3QcMt^%!Du39=iO*4w
zdx(rL;<lWjczG10*K|2S(OBaoKEer8(OU?)#?yj)G_{JTGvnTI&Q$NHv^;^WeB~`D
z6;h6{%>cf0Y9{W%N&az<tVus}d2XC#()i~e6nXyfWo$H;6TAaSl?Y4-i|ALn$@M5>
z>R?UPNU7e?TY%6;=Q_~FN-uJYFf9T?ddJ@W+`lfORGx@|qPX<S+Z26T@<LxP+~grd
zE=BC&w?^UbCBRP24mzDN2NhCyb%$xJd%24hTQ|1lGhv;JaDbirmp$Ya$f|smWgujO
zOT?E0=Qd9pK4v_|ShYyD2hH!lRDbMWNUZ0xgP^%x<WBs3(%-$SVaK-?nS3;J-PIx7
z!sjhv<JaJmKHs^gZ64M6xPX~U`1tH=DCSP|li!ZHiQH|pXJ{Bs@Ub7*@0vArirNLb
zh)DfHGkaEt-V}!Kbgl@Q+jy_#px23aT3o7HUW-nntrl<3F92W(@uDg~5m^!TexT^P
zHg{$2UkL{aw^`)(MFGhEjG=+I*b*JBu6v`shot*ujXUB*xQpEVS!LD1lKtPI*@()@
zP^5ENjRSZ(^-c|YaVQfR(mA5CvhWN5Rlwno$g?XpPYcnfdM+qYibSQU%hKV)C&SJ&
znY1X(wQ2+o*R$Uv{;<VY)_D-kRjS6p)$`(SsO2HVIgZk}#_hL^^JvBNQdx1_`qqAm
z8ee-ldD}6%E8E*LlS2!<3kyK{;BjKKEZVHx`^%F!v&2hS)Mp(pbi%|^u>I8Y3p;0b
zLFm~+4R(9>&%YKy>BKp8UHpA5LqAXn<a*(ae*&Ts%gCl}9GBFQ_b7*#A4c9U(8Gg_
z43qz?_qEGa4#vX-om3Y{I(KKLFEaM@gc>J4K5*&#pat=B(1STe2GXR|O%X`beq8uE
ziZiz)cP~!t#9EFyd}MbiPyA2-DU6UVoP1FR`9pApHX6G%ujh8mcts#iJ<-1uEIp$`
z1b5CrU5hMLZ_4=KRNX%}zt7GBOBu5~k|AjrdF@^V%g4R|NA1-M7g?Y&_=&-O%F4^1
z|M{aEbgw1f!HWoD6AiiPSOM|xRubxtBZqMp^!;T#nD2<b56|Z!?WLL&u~7NT0n{CP
zR(z^<UPiG=XR1m?0@r=Jto{UX$Ui#FM1dmmj?FtA`<}fGI$7&Xt;J51MVf!ggx{Jr
z3yn288ZDvZW%R>G=$3GZ5~zg}duZy`i%Adrr<q(E1NQnMp#T@{R$7g$>YG;AIx@h*
zq_Em>d`_SpIcD4!Z$F_HYPlqW>a$4gIb|-X{2u5H?;5th-@-SC$QGJu;!^~JImX?3
zJ7Hlp_{!6(?TfdEn)b5YIO*Ur#u(;AN;rJXW|IZ^?1caItis_0_yAWIi&MH^F#jGE
zSy*v8bE)p9KLo#+0J}F4=@s^VwJ!b^iTYks=J#7a_W%}Ff=3}BW^xbqt?iy{bYkZ*
zrqYyl*uet}LJQnfz6eI?unic#b0!LFaEv8GBY|;oqjz%`j77UksQa<@3@KBr^2ujC
z;BcfjL-R}JN{AU3?}-GbK&Pi+y>)T7tN?6!D7iOKj5bZo2>CR(4cUL}D0YO>HPK5e
z^ViG}<<hs;&wO&s10@_JJ1RGm?3=W<@QMWjhZt-)`>ZtdyW=0kL7xn7I7+T>Ztv2J
zpTFgF?CAFnXfD<79Y@Ral&c(EUDs=ZpW0Ga(_<f?=hen$XByA5@uQ{sDLB=tQ&pdO
zz6vfd|3p5e?ZnAO_#y&-sqi?c7NGm=VWS*KG}!983r$s#;5R3{bt1XW01i<xAn+$S
z0?X=Q8=O*F;fpu{C`2`Cf!sCG=@0Ckl<NUcG+x3JLGc9^!6VeRP&r7jwf^iq10xg3
zXVS6)e~ij!yHLiDRx)_)DpBi6Mc{sm925c4PXFC=ZBqQ^mQU`Te}}y3cIAe!h#&Jj
z)N^hXg7n{}p3DA@MbifVSN~>X&c*I;(d}Ka%NNvnwX3^)<=21y=@XN7`{K9Xrq0Yh
zWtMgRW7#N$tvQY=$e{k2_37b_6m@sQ?SvI)(ZSoSC#0;M6SA#=PAK^MVXk5(?bTC%
zV{6n}IwXT|5c0`5=?l5C!GRi|e3EfLA{*hvkdBieR@xEb_L`xA5{&u_aPdmmtLQ+8
zK(4n1ZFc<lSiGp|Fg>WR!k6qP;cBL0_1Zhr{2@G?+aC!PdRJwsdu&WF8YwI-uii6d
zlU0iGup-0wm^R-0hTR$)(AwN$c6po9_?SnY_$@Pm2W6rqY8<)`#(LP_nln(yRkw`$
z!7JS!Gm$R22)~84Dma~BL(jo$Y!JW+;u<iq6d;xp^|GDU=bEGnI#WB)k$ESG>)AeI
zB^KK2$xBH4gIOFj4HT?c@TxIsK`cAO2Vaj#qSh3#)81<U(9oK2TEq^!t(~~)?|w7C
zw%Ia^Res3leu1;Uu6EQEAr^X>|GxTwwKm3HQb^Bq4pj=wL21kauYiVe^eMdm$vMzq
zY1$7e94Vho5O2RimX$$q7Tejf=sx|hQas;Pwj4p<JUCF8eZWN7P;X1h+!EuVRvlcp
zmk}IKR{A!B{^>SoK_CL#<Mk5*<=oiH^@Yrh;LGxsOO-Ojr}j%1C6Ok~ExM{9q48Lk
zyxP&5+~9uz(xx6lFvL#$*$JQbrm+xjgNuLKGWgKKhHrtiXgpxEHyA(G(_V>va`&Tm
za^jK%>OwF;EqH5fd@@Dl?TqZCqhZ<^jncl+3T`TpvDG<3j}FMnM{IigU;)r0fZLES
zra?r{5y!U`;8>|gJbI+^fMdC@jv7hy#-&bCl5oXrg^JW`s8!s#P3#)MLfZEwtp*F1
z`%5Q?=Mfd8ShB~8HG#rXUlEhT8VyL9jwA#tm5-G++2G~{aYh^cECj9zbJa?$acQUK
z4YoQK*rdu2=CeR;jIyunFYWLs>RV2xudWh4TUFb$?Gh*PQ*7#_r?qO5xb~1KBxoBa
z!cA(!vA*^lF4gfi=lkHv`g`@0VtSxVz>3rqehXA6ofwe3$(I++dfiayRqb?wh^WV5
zitM{VnqBsa-s+OX7lZ?SF$c~JGOBu8nB^mO%aP;>L-xag_=oGI1udY{V{;yz^3zc$
zbHm8}0mHyNZ|;6e&0mS>77J`W&{9}D`S<|ikXXCV{y<y6AmgA4Xx`V#N7!pC&Pme(
zm2k6i^LBn)zy#3}&AOHwx;zsDA8p88)ps+Qh95d%vMPSGj?gU9r7pjI_^0TH)$UF5
zK#N3D^ThGWFx=GN8N2$vm%??wR=FkebFRJM$@VTI^^VNrCyuZA%=S6)gJn(MKexRs
z&pz?mj&|64FF$XvHOar?4KTVGpM8b$=ssdWf1j2cS7;s;9*LS0Ws?4dJVvTh?rtl*
zF1L^ZSy5FN5NAB^%EB$FCsq$69Sg`0HwtE_ZOog^Wq*f&rk-G~%r7km|8&QmOC)4e
zEd`3QDa^0p%1>U46M--9<=b^fpfl&{9>WV8HNv|$$ICA4S;uE;cmS*q_H^E*m<RC1
z$p1FJr}^E%TDm&bezt9%dRUN73;COMpQ_3OnG9}bJ+2wP_WgS>F!5Sqymf}Tgcj8y
z!-6<Z2#V&_Rn9zfo_~uUSJzyA93H-)KxR}NpUuUuc@b;>jx)=-DMl?)0iJj1!amCv
zw~EHu)J6(DEec6W8%TR+_wHssGmC|DHOn{<T=v<a=dShNDM!L7gK(@VOqDA*RPcGb
z)Q@*o9m;j=P5-tq{&PWS`tWqtYkBs=wpn2RPrg#Fe_`Fs>V7v-ebDgQC`Q|9N@r39
zSvq&4Cg_gx$Ir;vpOYSbJsK+x$nW~>l5sqw=GYEc_Ez__o2K`u6@wD?txj6_4KiW&
z8|Y%RFo)=lTsxgKwK?^h{wMFT`1P;phvN{Wwlp~c1Z)Q1*7&v)aTamfl)L>HjndQ$
z^QQJUHu`Hj0yRIr2%gnk`42ZdU(Q)P!d8f8>#s2_pXT2*J~QkV-aL%(kXi_Fs=1EC
zGNfZWs@G60yhZX=Xps?3p27K?xp8qQC8TPP)flt}iy3KrDRmn4LG^sEg-TUA8KpZ@
z4(5e~A|IEo`(kZk+F_%)03yX&i5eR(0Jwlww~=I&ERhr4ADTSKV7;@cx&bata@G|f
z4g}K|)T%?Thv1ww*cd!IzgvzMXfvtc8`@p8w3JJkeBW@c|L1VpoLR46#1OX>&5@v1
zVZ(YS+Pgbx)Nj!OD_z%ks-~7<ep&dI%a6|Q9tY&A&M#TarG)B8PKBuKO48CrEGu*A
z9q2fJq$I9i&s_xXX6I4<YaQIuvc&kUw|i;3SviDQ%Sj$Biju~~rGaWyZYJ0p94`d`
ztaGnBJ=g6{1wC<)QJkmlwYFW90z=8=Ay50s32$f9;Vlj%Pe{$vHnHFqF)Uo=PGjwO
z?TM~V3TUdNG39uylWvk;pwA*zDs(5QU$E$rs{LR;x;_7@#ZnOLLGt9ja!yv?7`rb?
z2HeI_#o1ogSm9Xb0e37;#j=JyU@+8G@K#$#pBXtEuf&3Wu_=fTPW4m%hDx$U9xxvv
z)9XA~azZUpvD+2S(nMrkJ}g!S(sB5q$sTL?NvK;@7Jq{l?Q{`=La9xxN@7*aF~Q7i
zK`XwKHkHy<E7^{C;g|&gV|)k8xk-`fXNl*7Gp0FOg0)RI4M%Zi7sBo~C5IbtAOq}(
zQ^2<DH8@=dKIPXVj1Lp!U;DR96Rw}UfA8w~%Q`+7zWT7~YnlF+2WzIpA=9ld4_X=>
zdrYCEn!kw2yvIvl5KXblyEe@)oPV&XG6hT8l5t6AfO6%A<rA{~T+$bU@reU*uWtPH
z=Q~f)+9}ls<dqLFjPUwm^4ojNYMm2z-0~R<6|ck^ZDiAz=c1kc64*Ei)1>r0^z|6B
z6yQOkS&db>d**O85S$}zH+7!pW6sCh`#P`0(j&8DX(tPBq}!x`bE^+Fm`8ea*$NVv
zeliaS%Lm8{oj6*!=GM2Mdze^6z-#~W=ADR;Kzm<!I4y!jsi1}L&JhB0nAr(UEp66U
zZ&Kx_t)HS(atl++gK=Iq1M>IPTlDlE#6aGD&s5;mS8~g1EEXlvZm+8v#@0b*$9)}H
z>b?8bRS#q7P+CxYy4#}*py-%4y$V1mRU-^WdmG;}J#$GtKyU;^5;pmUyZ(MAh-~X3
zw6$zRlaYdLe^T$1%vH-jnsnHhSVosYc+p1>Iaedu*lF{0x=<Wq3)B1rQaq2#Xo<4G
zf|f;=O9p7Rjz$CTzU%U`1jFIl*g1+@5mIA%7}cwOn~VmOpPdr`-ou0E&wU1KykR-T
zDQbPz2<wd{^>8@aIqMLVjuQ+mt@mn>l%AJiXtP9k;af&K!h{!%9UNdAu1*mS*doZM
z_H!GX<@JZp+nBC^<5-DhN)1hGhohLUpd2*J=OEV$1Z5M&O;&KSiJ%><M+A|q2hwz}
z)4}xcnY0D|f1a=+1@$dk5j~LgKV~@9qj!2p<(YasWbFp9R3vUq`kGo*SkYNxY4(_{
zb_Wy}yh!eoor<m)CyjeidcK2IweSgqR-307J+<c3C-)skV1)D)7s>Qn0GdV#sU0qm
z;qk{Mi0L*SIwFe|4@#ByZA7c(WdXe|>9L+ZfU<hlocgvD;^l?FoZ{VA66j}iEx3-p
zZ*Zc>rNE71<-zVQ(^vz<K172u7ZN+Q0gIQ4Zm%M)GiRvzA|1}tX)*W^Y&L}A_vx`?
z`Eho%dET5$jj6rJUEuxHoD*m;R$@NWnAXqqCs7WmNIa!66p0sy;0ZA*N#VG+wi2-v
zxWO)Vc=nJ5IBE83fo|$NUk8G9zailEeM8T8c-M;sUfg#nT~0Nbc0VZcKW|XBDE!mY
zf@o!7)QKb8s3Tb-8j_N0M_~p*Af`&U=d2b%v|XVRt-Z*nFHgX}+B7?jy0C1r1<cUp
zKupmVAnB|L8cyV?@l{s2;dW8MRRSjnrmVN_CDeqQ#t>{A7Xvr;n1gh3^x#0Yr(01}
zay7hVtfU4Y0j;~*cwia_AA0eTJTL3Jw4cwNs1`A@R(RJ7GD3HR!lWO~eysQ+o8PTw
zrJuq_=EjWJ1Vph8Sbvgj`t3wEAERrLZ6l1P)c!oI>G0tWqr7pSJn$k(<>g4W&fRci
zYEZkGM_B7L`NNZM`;X3^4qz41I_l90ms_mf<<(^sVJCMr@0RcNZ;l^ks8(s9h3%AQ
z@7~atJ0TSpM~F{V1)kZrhpVSFb&k~Jb}s*PD~iF1Y!HHf@88vY*<~4p%ZU_@hs@k|
zdHt}!`Z=7@9-1DP+0beoU*~1P$X73@=T@6IXLu2N%;9&j0E3b764l;qmS^0eQypXZ
z1!j303P#W9wYL%OMZ+5ednaJ~HVEhhm-XEi7MnP?tvp{o$a+6JFB-V+^e&fKBeLXH
zF>(o|E0qGJi`y&LyYJvaS&Dq*`jyugXS$!sQ6iVty1XmJ@96txJaCp2X~VaEzagI^
zYly0G(b>n1{+^`Yy1$PTrQpX|i)H``wcDt?`{ToDbT)+(*{qf?9X@wsvKTOD>_6jN
zlTGXPTv=k=)U-P0vlhjRONVRNiXXc8MsdfG-{xxmmnzx&ms`LCX8vQjE7vg#oB*5F
zcDd(3Fx6_N*!O(#t{n8a;f+~sU7rCU$^FzTi_O~}2d0@lcx2txW!ellbye&O@YtSh
z+t^bc>-Pq=$r+!?cYSNV>SE25l1A_DTLsOX-U=Xht={{4n9?_g7lqD}PB1PD38!3{
z>zPr=jN+J!+fdkwP-#Zd2EEnHVk;O5Ew$9eEd|gGPwB!jk5)4J`>1mZfbog%Fs6V6
zxKEEA5)ZFOjeFsH(<J#UsKeYSYKoK@k}P44(w`a;KT*5DIH>B=n(d_d1K_`mF?mqU
zL;PWa1^V;_oAHsWtk`%*BJj&<Q^o_4I8!g$Nt%9~xq1xf%OHi}*0?gnvbiG9tHkq_
zgy|8w6}Tq`eg&ge@QFwN!!J}>^y}}p>ZSGBzkge0c>~u*a6B|@FP-jzyune7c`ZPR
z)iucsY3^RLbIRFj?H1J+=LMdk!Bs}_pIl7sbq>5;V$N;uOatrlo0s&uC%8NIxGRFw
zE`b;KUP_OhrER=@H)<2+tKr8(*t}DIvv=RpO?$AGQ32p0I$AWRL*Iy=?QvlSM#ASR
zK_-&7rmd?RKBpp@AcnXx<19`f{Q-ap*t*DtABkqR)QQ|ANjiSC9FWGZ$x)lRc#&&x
z7D)ZoTcf%}nZ6kgRmtR#qp&(dIcE$IU|l2^%uiMy)~3wqu)De@S?=Y>yk|U48$_an
zJ0f}WJwJO-d8n19agOgnRn(i<b>2&VbUJ=}Rm{xqL%#lcDrPiVG0T*#kV(!*&wg-6
z{O<Nc|K>w|e{A`DPHSQz;u3k<S9u=8sGTT#Og(rc=34x~{1t+p!9Lc<Jf5k~{3hTP
zd@`A}H~HZafjsJW7gwF{@K0x!Qu&#6LGQeJ)33kIFgs`6_h5s?qpMq3|9Gx@&a`y9
zu4Q%)u^@hte(&gYrjnb{H1_Jo$e(X)JAT=^mEbJdy3TFH<(FeRuSYNKyOtO39@M{Z
zJ(8Oi2qS5Jzx2<APNbuk<icw3s>?ht+~$B)>S{1L(kg51`v$qk7qT&3mUpHIL&mZi
zzi4sh0D`Ivq(h20d5`}GMOXNy5;9Ax*S~k-6%cSd#L^Zr2+`#)f(D8m=dI!JCahDH
zi`QM(mlJ+EWufa2_D5l2K@~|L?8$78`6oONBb2bxG7^qye{tW~VTCvTI+W2k@<?E}
z@dnkG@;Xt_-X{L&OPhT?#$Kmw1ZvWTq$7pgb+|Z+pUz%Hb<ECeYLEMnr1XiCol%@U
zbGpMK(=GNJROn~HI^}62uL$r)x)m8wE0i80E4B_TYp5*jVL!N*j4)Xh<q!%nB$Rtn
z#Y$g0M{h&3a`@(|cw7&5YQ?=6t$)Iap5YBRN_-1f!(L`0AcQd!`0!@F9NpmbAaa@y
z&ke_EA?~)?I<!pom}p14<{n0vn124^{h+Xd;=@9%@7sd!Mbz8ci%;>k(hbp>OSPUp
z3xbZl<?oBXgNZ<Vvs|2c>O}Xrv<#*Jh&0Q2r)bxt>P*9rl5$Qm$R$wK)zRD{9mR4G
z6?|<kTWKvvm$@Tj^%OJdHV%%9!OUdsfHo{AsmF@86u6Y{tu1FEns&kQrZ%A73I80>
zBMPX8P$JA~e=Bvo!&V2h(bm2bhxmaWQrTA}VchGuFV9GpvAv9p=nI_A&m|wPH#dEs
zyx$k}(pBew3tZ5mug~NO=e9HB*T5NN{B1DHC@N@(w_wG}(vqsOq|D%(8<TOM&{jU~
zVQ#?Ei8;}W_~;#(A`WXAEuZj>OPls-!}NcFBSzj$k`Z)VHCnwe;j8Dm6i9S&9c3rr
zM+*xw-5UFzOo52g#wGvs1KTj*e<iVJKZ;UDT3K{z2DoE%M)1YGXo}dFm+189g#?xh
zg*BFHY@At*=xFz6Y<;4}rgi*@FeG-IB=htl#E6!ISKYg-@@8TU0Ap>|%pUX3=6NrI
za>zVU)#GY#SAN`*7R8xBwD3QrjuR~-Ef_=#s~QBClU)5VFRcGxsKj{0nRXbWa&}RC
zk-BQJuOlZj1Q8mQwa;jnvmBg$J2wf%MDl~k7Mp$yCqt_VRRYH>?nridVJ^|SH+B4N
z2~K<}pt~CQeBc);;!~uU4rAyfD-C#ptmpuqV#S>P65}fAgY3(a!-`%GT9mm&(2e70
zeTVGw_LK1nOcAW4{?onWKb@|ZZw}6Tap&Hl`n(6ix_jIg!eY0Fucpp2HD)#6f{vAV
z_4hk69|UDJ*>0cMk=Sl(nzr}OI>5b|>rQ#z{x<ru`lKY$?A<{VhhIW#*2qdw1`q3K
z&gv7B*-q#G?%C#cBqQ!!NU=7szb)<t?u>1KThib??S8Q-)8KRAxO3CplEe)kv!g^m
zMrZx#^{r^(tD&~m57{Npe{B2Uk`_6oZU`y*niKd#LiCv-mM^#Qx-Drd@2er0Dysh4
z8;DG{9WfM2D%~Qz4|}K;O9l)7bv7IgJc{3X>kR&|&xj(i+Z-e8lg|i{Nq?Q}9e`u=
z#U9^AYg1qR;wlFl@tpeoN_v~J63AZb(AUOxrPjp{T{2CPH=r<&i--Tf_f8JZw5wFX
zaQh5uGc!_18h$yZL{s{?DQ3Rs__N==d5-4n;L_BaVBvK~Efux%D?9GDe4Ozlkq6&{
zY@CCJGTuLvxrKiz{`&~Xbpl>(Kd4zvc>UVMI2x{9K*j-G<961{4xMl%$A~KW7Qr9>
zaIT$O?I<R8#k;T1KOC{uBGzti!mz;G98-0N%9!j=sxfJ6w^Yn6^&JaeqZHn(Q*vy*
zaH>8~8~oBB?ar5v9(ZiBON*(q99|=@|H%i{Eix8dqz;Z;5g%9j?f=KiL^+Zj?_pNF
z`(aSFJ&OmHAT({@R&BD8$;_S@zfcNX=(y2RU8G(ILaH`?0FXcS|6Q5Bdalz><eOM=
z9L28di9m7|j{9&&7I|@i#;e7o1u7Cuf%{AtJ=+1fBtz1>R1qcjWSUIQqKNKffMAEV
z(xiP(V{KwB64(+=9~Q6gu(4zn!K^$?t+CAhU-J6;^en>@ct5@PW@>GlPW1;LP>8rC
zYVd_BG8|yoxJgl~d3*}I!Z!<?KWGq!-qjoxaKH5@yl}ePtr5~R>=zqfr7uYgm`1b&
zfhZ#t2n1kmk<Ci6bArXJ(L$63;a;D;y$I9TngWW2UidPR{iX6kB7&5;<9Ix{MZw;d
znC8%kc98^}pu^n+EPG|wKN~t3oOF~_WKDFqB8jVL>HO@V34l041V;&HGY2D|7EUb2
zBcRo$?KgZx8I3s+u0|PPb3TVUkvG6UY`Ua~(*a9i{W7PMow%@^J8sp5za6_2gy7Ov
zcC;~NI$>2{82nuOokb^pDf#-XUpCUO7o=a`yS>2tSodj}f&A-#b$(y$eoHo3vmnc8
zdXuuht?XZj*>LEute7*d|7hRdct@8C0<D(IAYt&2!^o@ovsrHIQqmr~?3&wI_OQ<R
z;P#BMT}vOgMpw)aVf*wI*MI%#)lZAdA12$^oqhU{B&h#O()ibtC??sNo0*XFl>vSh
zDzb0Ovc<ls)yp5scRQ8qzxr{)UwLZg*Za3`b)R$-PPL8RX|w$6bfJnE=DuS#I^a1q
z_#&j+<05dq{2+jpaqSk0fz1sYUY1h3=7ibKqgnr(8}Gmp(-BUSCk_s00l^v1UvP@#
z1S+V(TIh}4{AE#@Kg?-8tEkQ2?QBMooK>L&GV>vu(b9|Z#jzqJ$$7MdN%20y?toa0
zG~m!k5D{WMsb!T&ylj4Zp}U+oJ`Uic7I?D@_PWS8LXQm;h%D79bQ892V?p!AbT)OQ
zXrm-6+i~E$mSP3uUpbP<yMwub4k@E_7zaHsG{AV_s>2f|N6P8CbMriH*{p<>LWn`H
z7Dc7^*+9ecEN>qZVShBQHq!VmR@!PsSqi!b^ouegHqz@{u3J$>2;^cW*ydDyRa1jX
zG^LObdG&BY&IxZarU=Txa;OvIzRqT}*zrJ+z=c7hMXZ&3(p#KS_PN(RPTQK%l(Mjq
zRdq8Cj?gRx8sy)pH8(9BDKava>dni|E;#M2k!^{v8lMv;B63fd=Y_?3D22Y^Hh9tL
zAgX5Er%Ra^q6<uC+S<%Moa>yr>g+RM7xas)AT`o6QBGeSGRwWX%mlk`;8qil8VM__
zAB`-HGFZt8I9{!8iwn!pT{>0C)MpECfchr#snA(5U|9N+&*W?}--b2jX~B5%Kd=_F
z)i4cku*`B6_-jQiI)xlc=c!{GBvb$&5L=Z9k3TL&YAbHI==*WxCZjAzPShwnTt<~H
zy$m-U4ovI?&8(p7OEZoL@@=!hk8&Kyc$s92vsq_d8(b}9N<EyuwwP42&$mqsGNox?
z1N7(WJ_eI|h-ZPH0MA5`Bs`-efN}#YetfP5C2U127Wh~zb|Nrf=%i|+sb1$^=8+nK
zIH1Le21ik3gD(Y~{i{XRP-Ja~72Of|tLG*?u=TrWf7u~8C(90DAt}oN5VmshV#2sh
zv*1%^2oVmQEb}(O3T!N+jTws)*rq4ZCQD^*r^{c9P6y)K#yebqqdq=8rn_d!<zHxr
zoqHEA$sJIyrfL9NVT?<M7xwi>DLFGVrMlLlO}S|XTjT9Q$pvUMNw#wUbH=?qEZg*p
zjUmFV)domISTwcA&Xg%(wc?f}iKx-ibOgS-^dg<ot*Idx$`5jwiPaoM?tTM<)!-J3
z|7z;k+@c&UUSt*^cA3Tm+ECx~>Wr?mbyc;RnAX0YB(8G;^%ERIt;=$j_Zr!p=9BuX
zjlIYTCT=x1-Z)T#8)F-#^uQ}<kx;D9Xkq?bRfB1bQFD85tc!vcsBYusooR%1ej941
zoxQBi`?CB*@$0^WZ-1?M-oC9f<?H2_gUt)j;A70rsSM$V71FPJ59fRtq?~(i^CGZz
zd^_gzyFC9C*W8tDs2)nj?kUfFdHIjAOZhR_oSlCp8tHhWmocV>)7xZu`xzn9n$hRX
z`l{EOe(r{rBhPMr5>_s4=}nCAc?-i<9lieTQTtovg}IG_l<YM=6+5+GDxSnKzFmuO
zUaI_<Hpu-oqz8I``8g+?g^&^ms@K8*hiLM_dZy>mUi+>EP2GJR6U)2?v(<Z#EK}F)
zVZ*w#qv2+k1B$Q?kvthIK4pob)?61j76feHS#i&ivrO^%>(^(bzLa*=;8NhZZ+Odw
z{osD2zo-0>wJaGsJsD#1XS}5a?3M^EMN)e0?AxnQCdPx}451|3>r6L%G4TGbl3V!a
zI?6sRXeHg|Jaj`;Uga7&M4%LkPsLg`?_|&+CCfQMB=^(7i_Cf}<;J7wbygMxn*we5
zdld+irq}Yb-m8U1dnpU#cT0zLJs6z1`6^5!Jt(^%4(0@v_7VW|&Bc>^${zUD+Z1I)
z?dbQ$zy)O%O6`|`OqIjlGlX>VHwlwQ;igXPr}jdaek9NjpPFN0Oq<0`w$3k^GBsXB
zJa6ha=++p?Y7q-hAst0$eFG74qOM-MKS|=@3Q#rQk_0FbEe>8N_Vv?;+#Uq32Ra~n
zIj9-+juYKvhkE_vF<Te`;j#E~xFA**t`rWG+*I@7P@v80wQOX1hc#j#+p!BgK39LO
z1e3Wc?RaPDz2v1n=cIXXvWDYKDU1G>XAJ`;yez5GvapP1UPQc0hE+MIkEUsLNf!PA
zgnf5q**<4VnLje4=nL@X8MVpg#(g1KZX6stP;@4MO;dpCQ*+mBVz>)>wOP1EJ8?WW
z<;c8{2N^-CGF$trhLH3ztJqv=VPgC-lqqTc;&m6DB>qU&<EAOOv2DmWccCv^EAE&4
zE|e@I{nQy31APZWDvMwv)7qz2ae}iQ+F+uPJ8VT>2?+awnG#TW{?s<tTrVIw8)RVk
z%ldcGr#*l7BoNrbtHlncb<K;fm)3m#{oOgkDaWT77BdY^34a*+g(DY>w$^T5z0#op
zv7FTDFYBnJ#)zhq&k%pczCAp#GMuy}{lVR2D%#S1TPkW9HZ&~LU%J}%==SrB$$;tE
z2^3-(R2j=BT%Y&R_|czVsdrsCxB0`PHE*sSN51)UE%TsD`RwzrGZ<334x%Yh>%r&J
zzvi6+Y+~Q0Uo8CXyQ_ks1JSXD>!0YK_fW$h)w*&QufLubKuS=H?XmKE!NTx$J?ZNJ
zE(u>H#qkz+;js?5rJ!D))uI=X^^moDm`!R|HxF&J#`Jb>glV^lV6I~~iA(}7ZkBx^
zQ8xuGvDFiT>`|2v#0ubmJpO2lLz-lIXwyE!b3q5A8_>w27Cc~@EjU3f@(Q6b#;xd4
zJ|7wb?{PIRu}hUpgaJbCzHFc26yvAvJl9!CnYZcq({;^!3oN4Eg+44RaHhS?^P`Sr
z6Kw2Aj>NT{?*}f(s1snK`YaF|L%f@=(*xP$Q)fx!R#$rJBvF?#r1C~!hjS_8hkD5m
z4;jG7DEDIQ-Lquh7+fcy-(@7+u<LaWinEKQ_LwV2_-hEueTPi&Zln2GUkTPQy{|Tg
z#zh;FKvIHbo*vuG1J0-IN`UHyOv$8vKHw(GxvjO3c$VKrx+0|J#t`mH=BwdTsTy#4
z@_P|FtViYk3|<Eoy}`kU7j3pHqknkAqsyCNZxoUFlfJrmcy0_@E7oiOknz_xJG;%o
zQ<>y*f#EA7k2!lIzy<`k8AU>x-e{rl_?aR|=-yjM_;ZvAAG{la$HI9$L;}$1XrXgz
zzT5;I*<>4^G8s%iyKn0qJeaI4W!7p!tVlaPmalouhp0o3W{o)vDNdktl^D!2h`Lmk
zd#{a`X`1Zi>-@JIDubxUK}Xh`TbTLc#NQ+|P~07Ef)}4YS%g-jUykQ)HksT9OJghs
zun|pgxHc`K1a5YG`nnN6%MZ<J<|!BF_!GG$%_5s{9r6I@m{JwM$*UD~cTa-7C`e+{
zxUm|H5Zxcnp$>5WMx_B>`)XL@dT!B!XmenN5QP=J)+IYhxtiRhIOo;ioWXkUrxwh@
zj%}Y{0s`S%brxtwBGogcw;7_4ylij|(Cu^CXdm(EF?O_Zize2EnV{xr6{5$A66Ijj
zsyo&x2jCf78}O>_v%{|jU)%*rB5&~w{D;jl)X;e?+DvRt);H<WN{now7IsAxrg_OG
zws#mfczjx8zMb9CwmQ8M^WPt_73Ju()!?U@fI>7=oUu@E-`)9=9LjpIWzkkx<4&i3
zlir&?WWiht1hMCRm{dXve`1cujRy}1=kydx9Alb2IA8^?<eqb&7im~0zi>k3p`BqI
zd5hnz+2Lu0^x?snb536uRo-cse!4$0rOGu*p9sqAar4zsYNv}d$EkE^uq>b;&dV1f
z>bdoo6KYrcD{`FZWMK#%7;9<;=mcXZJXsc)JTFYBmb<Cj!Zh<$PNkr`5@`s)QQ6Lc
z$Va|w6VQ^IxbA8Qn)Ji1?AS-?ryS~pncCRd@BSA;ej2fnC|))_r%+?J^%@$moLx`j
zkDC6ug!y4K&rD-KpxO9CDCu%$)%}Q_9-G~cVPUqx=}(3--?@o$m!Hm03|!ga<#g7d
z27?c-s)C+98{T9-<zeb^{estqD(vRU#pvYlNPHeUwe9cJ%55PId%lVY?n|8yUr$%G
zrNwHVPii|16&55c=6&t{7piu^_%HqNTe@yT$?kIfS-;joQvV-OP51u1JneTs%Jep)
z9dkY|{r8uGKmA@lcKk+mw*Sy#f&~W0xoYD@AInJ7cGYUyK*y`wo*%ZF?X?)6oD817
zLpmzWn{M#%{q&*e$1f*Oqc585-nc95$<hF$0gqqHWek*VkH}0eA;A1oaAKwA`cE%H
z9N$patFqh7YJh)T|Hc#HhodI(2oqIz%`cTG)j;irqw<=GfSbK>r{e2$!Ml)yd^d#~
zD}6qk;M8qCq!LS*iEhQ)0;$<J!HL4+@ku|OKP-U9=fYQ;wy2<6Z9E-hCK6Xgrwo*<
zG`03%j-(ud%y>e5yhRdj?hA#emq)Vc04ARMoTV-M54MldjkP?7=exyC+enU|(-Jh+
zi=bV0g%;+~-U}Nap>I6n6|!e0HnSL=Rp_m4F<t$^W3t1Y2~5$R$0!4(dQ6U7EAL!T
zi=`P^NeuKDresw#5Y|AB1qWPA<`=5avsnz1g(<=b8lF~p+Xw!`WYd-d!!g2!b5Rml
zj&xdp4o`Ou%KiE|v&&dk)eIa)F-Ib2Dl#4y8~ydkr(NDZ$~FGOd`=V;_<xSxJ}&8d
z|Nnm@Ch80-*`@}l)05)15@ib%1oN9BDk!##<8gLjC#CI}h<Smjs9kJCsA01RktT@l
ze9YQxX=P%iXq#f_(Jo9)oJ3|`fhMW@z4p7^`lD{$$`W|Lp0CIA@wh*{0v<jL3h!B?
zHn>CY38ReVOj55GI6~VUy)yAH_~HYpKAQba&|b0JIcFebks#l9#c7uPb-Cuo$Ktba
zTn)anklYv3;&OPf?LJJAKYiie{m&I;Wpk`<gx@r^qgxfvGU|N(w!dh8-h4YUcxD}+
zob%BatHKGSP?ou8^yiHe8yEhaShDf{k?sHV{m=JpeyjV)=$|-S<p<kHTD|4JynB7Z
z4{r|N{J$3RKaNNK&UgS-HXiY{KrT!B>3N|OyT1P{usZ41xotxe8<t~jyz&?2!jAcm
z!Y=%txYg})_vKe7mK-j4f3qYMv0&8bW%&7TNAGyfv%7A+jp<GG_(xf)>+{CoTeXuC
zT&v}ieP8`A<-@nfUZ9++YGbc&8}o9%-5PedP4|WVVeR~uk8gL9(@fMEy<!K4_{+a=
z`4jrnVcX_eJF|aJJ>GyzvCVCZEzIHlMtH3(kfxj&Ax|l$B}46k<5$1hF{b{S@XV8$
zQk6wh<H2}k0C|BIG2=eg`Y8pk{Af-(j4){9h}WMI%5-Rj#uJ3n*7v&Al|7Y^>b(&u
z+&nYbz819{kknp)ptUwL3v0fEq?*}2A_&ED*z4xL_A*Q(N8;JZ8${5~QWk9xFM?n~
zG`7I`KwxoF{uEeg7sQ7G{4!*0p7NjK#gv(4tTU1pE&Ih}RkpRuo;Mf8YS%BS?D!@9
zJR4_PQU)j-gHL6!=!xa7T@kkz>S49_<T0r-C@5sbL5wm;-clR0^11?HLuu{U5=&i}
z!jh(-a+BdVu{y!Q8BwDA&}p!?1(U1oaDuqJUx-NT-W&Q`A)n#+b`lH)50C_q=t>1~
zE4Q@y`h&MP^XwPln6!4t8&T7Ko8vm$qh9krxcKf+g`>cb>L=Tuapt263@)z^u=i#R
zm(K^+rVJhLLipO2RtKTK2@b0U&)c)ieW}zw$4z8SNq2B%LRtT2(qUwNAK^U(K^B{p
zS=^%$WMl7Eoh=pcb&E<U6=%^P#%1B66mXnC{;vyi)%GS(KS%H_;H<TCzYjtUcw}NG
z1|0%fRP#RhmORUv89Hu`DKnH7hAf3sO3Ew%<(f*=z$?LX0g(}UM9%h1Qh95{%k^bF
zrW-DN`9irlj#_l#Q*k2L3bTDM&Oz)VON}ICVQ)7n*EU^KyFY^quG^AK|JE{4Fpa?c
z1%+@;=ojTpABzF_&Yft0C5S>z<Z0oDIdmJCiOeHq3E~Cw<0AAtE9?>oGv6&{28LpI
z47LU|wQR>&l#m5zE{dAs3&a&-2B5)B3O~e+wd22Xb9<Aga)|=dPgb~*Tz?Yb14}3A
zC<6|Hawb8h^xzG498DZ~cEcNl<PS+DquC8^#>(=edkWvGF!9g~@Btk#4x(S@?x+Uc
zEffRfwst)#d7+EA5F;;dMqedFyW2!51Z#a-ZPWI)F0T*m%48|QpuR>F;R?T*6j4?=
zCTY({-)(`$lMN*^UEUMtX-NnBvkE-*vI-oE#^jp2{JqL%8Bu6q8tZe3zy94vvIv1k
zVDT-W)DPHR!^@d@xY5M#P1L`jdy*_t^ZBTTP#?AXw1gnBDDGW61t<4ta!Hfbq<WM5
zP{W=H+aSYgonyZgWN|e>wi|#GmNN0|J;ecBjOm6qIfF|$dww&<WT<Xcg$)T24%Iij
z06;x=r5=7QJwazxX3uoN$K|<7&~2zBx`G3GlbtK3z+lm<J@18bOgl<`P*4fsb1~1>
zrb{!CQB8Ipfl<`WB#<vgVGL8LA}I0Ma7|e)JBf}O1_y*tLrXfw-0V-D>kEapYS*}}
zYxvcdg^kd3{e8Euo|Pq!{IKTz;xEYUpJ#V%NpiZ=VNJw8BLbU>e)lVCXAiaOH~_Ve
z$UYFB*l*ll;<0i5{5R>v3n9P6vxdI8=^uI|th{_5?bL}`z9z=$V9U)P9|TpNNzMt#
zN6hU1FDNvbJn_Xm_{J3lI(&1qr|`dSA7*+6ObAXG=L+3CUTMCs%Ebc*|JGH>@3^(!
z_&3WW>m^f}1+sHPFI@e^iaUp`x`|DNiIe&#Gbz8N@?MzhhP@*y&V2V_OnL0u`67E)
z^M3NHBF`bq?Y2*jHKn|Fvj63gL`<3I>))K#f>SPpEL11DC(gKDO7D3&o;R`FF!ssj
zHkZ)K!L@JWUPws?EAHOeLJc1N@B98p14Io6kI2beiGjRecc&h7_a2hZVpC9?XJAh+
z>1FUtLcXK!8YXw{tE^9spiTBg*@iQ6<k8iWrK}>M=-BxQS2G9$-mB?4^y8y(Yu!OO
zuKnkpA3zCXWc*4G@y*9uwwhV-ZLkvEjjtbP6}D11XfH9SF8X*26lL#XQ61oq$S!9v
z;G#XqqBlh?FdPyv$DURc24rdGJd?u9=vyk!2ZzJ2>v0!$l2+8+!9WTBU@VV<R4qhg
zJy`Lh21E!+Ap4k{dSzlh-ENB`Wu8m-11W^n?(sw^_!I>eWaSfK?k?a>E5z{<p+MlV
zwl!#}G$vH;ZdCiH2vW=Y)f1^=+homR+MvV&+u}Yo0nGO2>aZa>@9!*dNoa+Q0XOj8
zegy3zdXuqMP1#y|ndEuS%df1w3Bo1V+ukLXu064sI*!KuvTN*{HdCcoGJY!b_tegH
zyi05;Tv}5He;LA$WVlgqtBofqm}!MKTxqJuCx1e3>-DjqCw|##md_uZ+`%)moD{0R
zZ`tqf!KvheeI*}e0OrBfsElOkGjYK>;^?C@af-+<zJSSJL~+>P!N8o1F^t}DNd2jR
zKYaCm+9zv2O$j6yUXOkF7H@3c5)g+y^LW;C+I8I1n^o}hfu8%gv!WF}a-;v&rc2Q$
zVjB7yY4)AaJBr_9#o>dNkCT6W(DmKXE2FEZz4QMY*5utPJawmf<ZyB0Z+n0l%T7yL
z<L!@n8?{_C^oHKH5O>d9VSV@MU0iDU-0pym#^vTlV&R93f$zFbpZWLZQy`N1W2P6q
z@Ui6Uch`5c^z<w@haLaZ=Zkus_lpj@xBKrM)kI$Z+LZhkq>6dh+b>u%Y1ZtWXP|g?
zNAr?K<Uq4o{~+ASHp>tZF<oA6ZlJLgASZ^>8f_eo$q$?-R@$i@d=V$S|4n-%xetyl
ze^?rd62z92McHpSTs)IHy>@Fb%OUFO-d%}((0qY>5cb^P%}A{6GE|ey^fD}O=t#8!
zwq|ZKf(VS6-lc;)lgQmvZm5gM(Fo#ziv{ud$^}JxgWpvk51l;X94T;RhQMr`G>X6j
z@=9G@pd)Dtf3nJAGo)QDkjE1QRuFo3B91OeBaz5_<tA{v1mu#9vUKh2OD+ppxR>Dc
zOwoPXEM-z}dF&y9IxxO0eWFk>*s3q$W`zLNNAI_zn$};D>YF>m2n6Ji?h2&62`msO
z;`q$~Dr}cSi`{53u6@HZ$1a=HesB?#Nuu?a%Pya1tSI@FK;ac6@+)Up5TF4I)1m(K
z8TkO+vxep?Hnzik^qvo^rcmE;j7^*Spxy2i;4WrDph@?6?d3)tx+ZkMZdtEJ&}#l+
zpJN-)hKqRy#d9Z|#XzQ-1#m@;|Cag+%d{k4e?_TK7NNEAQTCR}5>SA3q!4kJdtbgS
zuOC#W32?3ImHN!D+&xcGmUPXri7=;GgFIMXkcfJiXVvgyH+7PI+WmaomQ}iNFrl)2
zAOmEw-<^`D$#tujr;%rvPWDK^`K7qLlkMik>0{F*oA6`}&oN4q!o4$3V0{Np?PJDh
zak8QikHF-pyF(4BzZHY8eUdL8JYDbz*oA=rTy38VTnZ%cn<s`Qwv$!8z^Vi7f>N7y
zhGmq6RSCC7=Jy4DSQ<QfsG4Ss?hZn*S_<=~8y%Bv3k(!Rg3sbxH};i*I5B9I##!#Y
zx9!P9YMFJ0^$Id~K^u2CFzu3s!m-rDdg^|oUS~~Ea(9T0>fQ2^876sVD6w_3-_;Nx
zNz7X7+TqZ?QOKw$-WoIRUJv9=&eG}ttdrP=Z4B-soQ0t6<!}%<z)$cDl1m>6NhbA9
zV0nbb7nHE`_pg4w(N;GgsR?E}^}#=M@58^ww^6%`Yj&9pB@V%W-uF;4bkd><oJh0Q
zm;cEkk#$EiiUTUP@G6-s`tlV%V-yKf5iajrl6~IX<hgt0j45WRI1gAncIp8{<1LP?
z#u&13-SV&tiwvv%A%V*R8+<2cM9HZQ_1;l#>bZU{p){EBJm4f2;9;C5K83s62J(F2
zGoTHxP31EVmK9FuLO}HNL54`GYF_&Jpxe#RfhAco>Y;S3JObcH4j-RmhHRiQs6V6s
z4xg@&>TWoPm}G$h99Nh<DI<WUxK=$g;#oTsDyhQBIjLepAlU^4Z?IZSPlXsZGohy!
zY#!Rr1<0XL=PhTD7qMMC$$%q>zIVU&Xz<uYlpk<z-+gRq@-{0hN>I)`b-?DFGdGY}
zz>znayYZ0f#kqg%VAE>c!F}?~Rc@#exarJYZiuiUAb5Pc>z@ObV_W`JcsAww=?%=5
z5B|OR=KAovhlN9;A)`ZebMc9IMBkX-y1a!N@yF%+U(Fpby}6&|@@U<@Y~}3R)6KPa
zqUZPPHgL~Bk;PX3_$pt~drGTo{9;vWYbyG_gk@h=0q*2Ky>HqgcvBRk|CZWvn*34v
zle~a^rPS}iIrM*9f)AW~Fm<AJ|HU$~={H{OcPq{Ri%Yv-gj;Zae}wq^x39$+KL#cj
zVh)}$rGz#Y^{2r9SDarTeO&eXv((i`e?j9xC&u4ekKgyWYY57I=edcp7hCpk_bfNT
z)@L&bHL9&8wTUAl+qeH(zeM@wa8ew6->*Z`nnwR`^NTKpN&z3Z*>||e4S0{ke?J<s
zY4Yd!!>1?~+v)PmuH)V9<nR7ibvNCPjt_pz`6Uwxxv)=U+ZGZTTYaDS*z-EST-{zC
z&x`przlV%jH*7wZmCvmIyq{MoKg=(GDBA)>Yzd@&zg3vu^U?q1`zjbSBWlvIFTWgp
zR&9^5Sabu4ZJ!6cPCj?$+!M;XG|IB-nYpsNIO+PC{nZGd0&l_aW*NcH3j|<Z_~7H$
zdded2X<b0{I~6EFN|QueU*jL5uK~Q$t&M%jU;3~5I#7AD%tv>RzT^a#8%pb_A;%|c
z?seyF`_IQcy%=6^%B8iwosQJtXSfRmF!uBQ!glT+q;ct|$?J5y&WF5WmSqfk2Exk|
zbzz#-;UBwn&!+^2?>jM{euxErAN;RcguS@2hva)0H?bU6HHYu%oWRin2DZ$8S0c_)
z6H@E<rMi2qbNQP@4xa}^;>W^gDo`1;?&j~i>7RsY%Jrf>A~de9*@c#3;iIbRKOOP&
zTbxvQ#b@#Xr#>L?D=z7~EG-!A@1~Hnw3H~bDEa=Mc*oO_j@GYQJe@~7mlU8p@fbm+
zQ)$}*zMl9o&B^Y^tSE59xd!+9Y-hxu{@-`!dA^wA_>&K6-B#8KI@349m*-90PaltK
z(!cuU3JLM>K-lHl^v}#8`(Mv2Y+L>H#PF@8-(cM7rR~SwRR9m_m5;7p$ouq3vUqj<
zkY8va`89sV_3)+yX$7L#{PwFSw`i}s>gfMZw%o?cVSn=DbzdLq-Q1nLx6YP6zlrAi
z|M4!<sm``JAZL0#GKx-~TK`z_b&uuKL|WK)mS<<5{J5Q=YR!srRF_jr>)F%a{x5r1
z$rx?;^WOFI%RJ195%D#c;$8G8eXjGfmDzLWBo{t>V!56Ee{~r9($B=H8+MzL;OBJG
znPfv(^lR?J@{4P<ce|fxzudp|RXuBZ`}>bk*MFq5r!KrH@|b6zy7SS=ykeH<>6h;Y
zYsX^8|LOVZTNme7xA|uFTtD?&S)%m0_}CxOsprAbd%YLLUYW`Ag<<6Z=oK>4pK>0i
zCxbg!5LwTp<LkUUB1-+q>s%<;Ot+W~)sk9fIyLGBWPf0*ERdGODLTZDu84#1CJC)a
zr4Q?tw9Q6~aqa1_f~n)m+LXY}I|GZoBgw|Gi|-AXWI=S2nRS4H8|vrP9z6g%&11y_
zFMQ{-8zc-c>emU2^~5_%(Q)=^?RIFmkY5rbKR(y@p1jb1c2MT9>tV3W$x1v^8f^|I
zlf!Cj?9hd8xPiQpFw5m%%loT;3r({VZf??3K_lKS-wooZ5W+Two6K~r%Szv_jKTtg
z9OqBQjXpZC#kJC+G5O4_b6X*ocq9Xu8SvkKX>^d1+*ax`dp5F1O>okR5-u)I$~28j
z0zM;SvNh!bDCLr|gGtYK16Q??yIk$^j<e7u(#mu-ZTDR+g1JX~-1?K&-G|m>pGs6p
zRDcuqlNJ&nxlvvQ95-awi@m~>!ZXB^m~Dj(_7W=BAI2YVCzdh!<3!BLbVaubdkYLC
ziO<=f=5zIwAIV5#Zb4f6gS+wMH)O1TrwM?c&=26mJ4Hl0M{~K_TW_4BBj{1!OeWQ@
z037vjH8`ogFs!H-tDIe}Z}5Tw9s|-%ZVrWN12M?WfV5v|Hnz@<UAjqGxgzY?rSU^A
zh$WW(kina&Xb9ZXuhfke;#t8XjT`&AC{xJN8f`8MK@^_n0SSc_gHj_JEO4SQ#8Yd)
z91w7%B_r;AyQlzXRw=1!2WxwiTS6ZwBd{tRaKUqZf%0+|D9G!$cQFqwOz73t`OVOw
zn^+VYb%*-SK!=~Fa=-ZXt%$vRF2I6o(K=bxuh=(si#aBx5+ZcL<?$f-F&p)r$0zU-
z_uqLja*3viXyh)V?@XBP;;%UMBTgLVY=iY;WWhbY3FQxku7G+W8TANPSX%uM)T7@8
zLen+pVb*CGjMOt(nT49*eqZeaFbylj=T9i2guj{dfgoO?qJS_|WXK@s5(f^{uN`nT
z!J?qTye<UE#{kBkdM@F6_CY2q6R(nJe&d6%NE@ggP}zYsm2jD2NTa=o(X*4Fj64Jw
zUi8gJL9$!kXk46$erDsOr|M!8*12?WxPvR=$sGkA$<jV=FmQ%dopz^4hAx8OfmJnC
zdzA|vs;DiB60q92PE`EY4%?ha8`<(=Dcc@YrG90&aJm=}9V|F}xTQYxYa95^-<*bf
z<@B96PX##>0Phgz*5mtmJsQcSdT%3j@5hJN$MWl?Bf};AfTis%I8J$IKxX~zoLwa8
z1lzHpM}!_AO2yuT4}VSb2(9f`i-QmmPo+M?m2E~zUi~~05A*UmQjGx~!Rp_*!ih{o
zyZt;D(UDSxLp2WzF=Rh+Dp6&U8i4lj7bG8Gbk?5)_AK;afRtM$YQtL2kUFjExo{Ab
zqdT(0I*d#j+^R&GSnei-V($mAAOfi0sJ*xlBSbWlR9(>Sw%&=s?oB%oOxO(F+4;>%
zotWb?0km+R8;}?7uBGM-i~IbHF_Hx3sJi`9TE+s?Um=5;!Ih(j_dT|Ev#Z)_7AGjk
zDsmTupe)IP^=Kh)aE3{u@agZ#Ij-_b{SEu<I?x;E(+*V*OuXY1m6qaRmx_N%zt#8`
z^uyKKZwnN6PY`;FKTk}?Y3BF8$Z2kSL!sGk`@E<iGSAVk)iK93-^}W#IR{HuzrcU?
z>wBId<3)drIo7b3bJUGbu9LSb$kpZ>mF$`1Q>NGLS?Z2o@5F3}4<sjDpyWIxZ+u~W
zv{7|@^2XPqvkh$t^XucU2aOk5|Jl{@`xV9A!<CA{OSC5bSDsLqfB5-Z$%!z@p<Aaq
z_Gm|5dQuyVe?k9C`sADNET5&*riqmY|4nWg!`{xMnSOjivuyiTUfUV=@lD_4bb;u%
zyyxHUa$9x=O%o-e%-j_C`)hGY-Rz%{|F3A@Xu5~`qQheME0|d7yG`?IFK5xU;*ZD>
z7vrjE{ohN6yLSW6*_8_)B>Yf$7$>=M=2gJPE!&kWpT)}m{Pf+6p#_OAwlE*pUYH&O
zUU845!B1$+^*AZR@Q?o(%*&Gd;+CyA+WYnAK8)OdyZ%XYk=OUduUqc6zC%@dR_{L`
zHfD>|-$PkN9S=2e{(+(4lwwEU^96<M8%1^MQ{w%vnhr+1y6&~Hr+!O#TXGlfPp`(u
zZT8t-#!@P`Fyosu4{v*38dkhFG8g!X<#OXv+2X(2e3k&?t!QiB#-9;g%CXsrLwlVp
z@49&Ve>ydFaH);<L%l+^kFrnq@5gV0#wR=<{PXUSL7(q=m7o3*u}b*tX4<>mZ|`Qt
z4Gn*(+ydpFmCh}CZyaCN6OYfv%(xcrP5m>5_C&N<`AV=bmRbDhg>S*)Yk;<}6~BHl
z@!p~4f={hxYy`sxF`rO7+-`waO4|B%APZl8^UwCjUoRDgzVN(X<6Cy@r@eUW=KDl&
z8N-p*x^h1V`SNo8sko5-_r6Feb*rRVwtO6gu9FbHZqIeQbYkrR(6bqEV)lyKh_D&1
zy*IQ$Gl+`=_OSA-YHeSj%Yn+7E>EK<*Iq8+i!xA057~v9#%gMRrx`By2d@@oFBXQ%
zBDR1E9L^%@CNu8&ZC-Q*yZMF}N)YL5IkwThD}qU@@jhp&&&(8XmPC$v6CJQ3Hz9r#
zlq5{OvuGxGvV&N%N}CgoZtJF=3v5iDlovoCD6whkz;d0myFiu<x6~UufS=4?KU_V6
zuK8hEMb;YS9`@0#X=@9Snbd$Ff}Z$uK6xs!)j8aVE|aYBVrm~=bi*7H;zA}Y^`<gK
zOG(?aaoLw-%EHLfm1`KtbJvnOQJ?IR7?EZ+)O7PiTehVsidqcC7j_nb|Kzv02TQSg
zN*!$=XesUb$TDS_rT1c1x&qP1>+GjohcEYp)imzgK)di=cmNT<t*9lfLv7CokJz%e
z#WmiqiUS-n9o<z^Q$@tnSgxa<-7mMZEyavb8-)YgOG7+BtG7i>Q3!a9JcM6UAgT!t
zmeSz?@1-^is3?IwJQEvgC=<K9OL$hsEK;n++ac*_zC1pQuKVb6kFnjwzDL`)GjExQ
z@q8#_C=qE0MVqRJM1&8vdz)@1LHpJ2hz`5UJ!&6tIzsvxX2BA$`AoSE`k~ve(_z$G
zhYdS3QA?_Ts1)Ag0R(0qu{v2IaqD#lCe4VLewG74lum0<?pcu5E_H<}^+|j3y+9yl
zCY~ogB7{9O;w-H?b96rob;EsjU=Skp_+7={F+DbvqOkcY_g)nM!rD0RWT*&5RbbDK
zi_XZv;Qr!(2>r3Ypf9|A%AVGA2O*;XLzLmB>SrqMqXmhMt0hy}>P#Gi_~NmId;2R&
zP9K7H0V1Wk>CnLU7@0{nHhE7KBxJ&M?4zl$o;CkZXPG=jnA`x%3SVoODKAcn5QeoX
zvwLT|0<k04CdFb<Km@>LMxtG~`E9&iDL@98N~1iDak#&r8h<P(pl_%vjcNu&v<ThN
zOe5Ad;2lKn?1nV&liqbCa}K~+(~Z#m^C0;^0l7e05>HE>on`Q>Ds4&-S;yJzJ^K>O
zZ!@4WJ{R<U0#$|J^s=apI4IQ(t0=Yo6)rbBh>qpHQ?fj>q`l$eitt(1)BGJ5VHhKA
zY9Ji0Xqi>HGWfHG3)*jU^&d$~@7^84Ira2;lhy!{^mKtlV3>f<h>rPM=3=a~bSFK|
za{IcD#f7xMJ-RJqiQ(AkJ_%g9>DvA%68g?$MHh%8vLNGdWxnsD%07bAIh~B2ha1}9
z&y+=%vkg+1#*-OdDFH!|zn~%fT}8`jdr4^pAX}pTWaI%W)PdY2(#CAC-<l}4b`hVP
z2CxV7pm!5X7_QUW=V~OaeJ6f+1ukwHP|STvEZ-;O&+YRbYa;<q7-F#=3gLhypXBHR
zZ_Bjww>d!$uW~k)3MnCR!63tJvQ(#b2g66;B0lPv0FlhGV1Og*SF=T>cUx<4#~fEB
zO6f=r8CP}5p&GLYM$R@RV%cn#ahJP;S(pXGrJE(}gU*@J#JhJdn&UwB*@>v-O-yhE
zxJz}28(yP8QgX3a=Q#6`1w(m$?e?X-mw4eCFyUvADTY(#*W8o1%)*y29oZ-z2rfSn
zj|@p*Af`;^-Q_cJfKmlni4eSkwC1m^7njV4oG`c{=uMQ5Y!8*1zAAuMc40H4n!G#;
zM2H(ZK`*L_LkL-5nS5-9Tvd;4x&ld}O>pa)DTZ=EtYR<Z<EjXGXQ`_QDt1nI<=@S9
z2`paUmwGqdTIYi)^oP3ql9C0ubfAIM5N4xA$%>XYkChIGDwaTmr->+DpgYIGOSysm
zMiE4=JMXXwbND>B&>uz^D;aXmO$6GvqD*#Rd-SqW(rS{Wgo=`_`X*?H1L*fEZu%5%
zpSVSstrO6g3H_UKPt0`Z;7Hiq3<HS*-j)$RqBavV#bfXy^L0(6^6Ir^rNb2bO%~qi
zCF%yP-OqguFFasc05Q*Xd={IXyc8Lk8RANZ+>LF@rMHt(%<-50;1s6gNfd>pqf0SV
z(_jRIS7E})j>{5S2+y>rnj0a04eZ0YrV>WJJ6hvqRYL2t_knH5qDfs+>HJ=il=fQF
zZy^SSsw`Tbv5~FvJlF-Ob5TB;2xf@uU`e=^s14ajPRvKI*-B!`X7J9vf7&=)QD9Y@
z7AG&!-y6i5!&U|x)QGFa&UD`R4euX-NoVl--<#ZdwGqJZsOLy7(zV7Q6s=zl@WhAE
z%Swx~g67QT$A$|9&Zyt%2a28d2#yHtSdsp4NZ=7GEWDL4IIT}|AbIefB8D#wJ{2!*
z5FPV8)oxQ0McIESs@BS^S0E6(cT;_b9CEERT<oG2RbA?j%vWNT2I4cp(#(#!Iu|_v
zx-XSw(o*DRgr6qq0ATKU9bZxR_-^gn!GdAaVXZ#)d?so;@KSb%6ePSM&)GO`Z|;j-
zne-m`d_A&^N)Tmw2@<!Q1Q#1KOb2AZL8Wrj_Tuge_$VlB@S^Q!erJDBHzIR-O7=~t
zoRjPg)fg%^Q?f!Ome&iwBxQ3B1`i1(wtWB5G+Id?o=noIy*;Y|G_JWRlma4D%iVas
z4r6Na!mt}nYK#@U9>xZu5mZs!f3*qAeqkspiR<arrRqUL337HsmTXNat+@8=Rr&<D
zIMXESBtQbJ0154Q0syyYxZv?D3=Hmb7Gzjv<6eT1AyG!hQ~A*^(@9vwu&niOrJQnn
zx*9XcAFjf9Hlt5_LDn_=<6htgvF-;+i+V3;YZsOuJ)(xn6d`=NGogH`Z)YG0E+W}g
zcYt)6+pEo3?x=|h_11%_>@gfftkRz=s$8||o>@bQQ?LG*AfBf;#bNtt0V$CTY@2cu
zWx*VQk<bEIC~7d+U&|b@%L;#rNB96{gV>6JG2oO8Q+ueSrUA1M*Jp<#^q}QipGsdA
znpv3$M0?;CnNt{e7`Fna6EtNSY1(0@kRP`a<pN%e_$n}XgY{C1W$R6OHh8zi`AEPA
z?~FK21fv3?KVK{d51sH4!&#SjC~S=*q_4&8?r3+Pa%CV)BNjCRJX}*OI8>577-_j0
zGPoVc5>}^$@G@YMFg<%J<oAO`i1exIP#DvA!_P;?M-muWd_~p&*=<S&gWlQoS9Dg0
z>>J(CBc&%ufzRFou$geswgSk&n%&Q}b9;7%ZX5@u?tlrf1Cd?<OlPI%J$W72;#^0f
zl~V`v*YGGv2Gbgw1&2N?Tiq8`*-h6QIYm^i##hc`O%ONsofA)1%>(7-5_ou!NcH0L
z#UVL-E4IOiF}R&{$?YRYp<%ikUS3=1uQq#OkWRX0!T;O%1l29fB+m?A;OR;3U?5Qv
zajkW4jEbsr`tYuJA*fb(wou>jOhOeHY@S(pN`#AGu&pb2VOq|n8TY_;<NoK>`Qmhd
z7mHA?X3&z-?Tv6dshcmyXpo?aR_pChOJk*(q-lw=0Qf(cbhkIC7g1<I!c$OkGBYeS
zlqqUYd7Hd)l!z5w@*q#zg_$l545mAk^!tOBN+MimjLgGbR6)GacLoSp2@rxj+@0*7
z?r+!oW^sdu%SvJ_*2Zg_5hJ2pYC&T06V1WAb*>AOFxQ{nIcE^(m;q5BzjIm&DuVj_
zViOL+DC@lFF-gdBpZ^R?>$$rLXKCNOGp}=wdEX<%WKm-a(^rVcyC8Sn4L1xgYKItf
z%m`6x|5*`TC83%#qYP(-$Z++9M>>`;%J~^*B3qT4w8pV2RN@>R1A)Dl-%J<5nNVUD
zh4Q-7b#BXQE&TBy?5FDU;d5~TcR0rRE}}3+V-WwDXDpwI9xp4AWyv+@*LKMKu3hdR
zEE)8K*y@ED@E$kDO^RJOin~MF;KfNfHL7WM2^0A*xKwu8C01NSEZTR6|5VH$J`2G|
ztaVojukeA0{j8R;i)27X0vjzo=#?AHS&*!%eWbvy0d<_h>Rv>TE<|^B3qaC2)Tc7)
zD!2WYJhg8LxbsSaBlA0LoMJ_bONKdiler|iU$COm{}I;GzQEYzZo^dx5B*q`-8(IG
zCHdX(f-sUhiCQvo3|fH`zqZ#BTVHWup65dS)E~fjYj4#?jVYG&hO3>B%MRdY;`CQE
z*;BZdv3#97QMf-dWH5@dVpo+$tO+T$Hozbwt|b!%Y!ggyyxYJr4|KEA3z?%EA6=fQ
zWcf8WDB;(8rVP_k2}%8v7E`Hbay?H6Go!n_y*!}!V7=PQGQ(u2;LF;G11KW`z4h%9
zgEW=xR)0R<mbhh-<i$BG$X5B5$d@AB7RIURun#YUbys6NndEL{V8Nq-Y~WpYTJzed
zdeP_J1H^-qH+|z_X05x%h`!ist2IY0S%0SE?WZheMx>)v^}47^Q`^MYOg2hI`;T(J
zOOP)N(hNeZ#iE*xF2784EqOa&SJta@?{ahV@sSTkcZXAWYvyo-RSCCO6c~&?SO+|N
zY$i6jM61W*OT65CJYR(Ck7h8aDBnr36#QvL!SVVEGRZ6{On;SUo?{4HpAiEw3_z2>
z=3!*%oe0VTGo-)(8#O8zU7^DlNe5Xk9nsn&h#fW0MxBqb)&?6P9Abo+3P;NU#vYT?
z2eQJo4<*5~amMQ)DKiQlr9x_++SvY&UG0Iel0ImQfFFIkqaDBYgA#$XoKY0|Z_m>k
zqa}i+v5Tijm@<G11IW(fGrFXZMOwg4!su3cj!N(AIj_Q?m`<h<bn+%&B*HiG*G^SW
zH!3kQGI$*Am=YI=;j?_Ed(neshO^>?xqg3Yv2!}+ka(g9os5_=-b9a`(PYH!`i&d3
zTd=@@O37HqI;ofg-U`QjF~=$Kkn%JwmQz-KuS&uLQ}Lg_P(dbeDoui55)^_Xmpk=X
z0mt+n-5E)?s$S9ViRUA!W{nr0jx;%3KEIh*!NP~@nO}i%j7(A)sR9q09+0&iUlk0p
zkJ7)o%XR;Cyf(?6gv$cvwX{K*SeBVl+g~Eeio`=cPb+U7I^|Q&q?23cx&wl~-nN;1
zE3GNeE~uy_86GxnTC58jZ~i+i+Pk6}EsTrnE(Uqsd5{Og@y3@_m;_024UpURu*!%#
zd9po0q5P<0$^UaqUh3PG5(l~)&2)PJ$|qd;;niOI4bOfV({y#Ool7Q_dxorO)ONWe
z6a@1gnEb$`l(hD??$3#3qAGXY-%WY$j$DRxoUQ<n1Kiy)i*WyUhKU2l#`;AXGl#Va
zqO8>89*BZLZCA8;pSN~uL8rF2f`FrO@d|Q}JXLb0L4Ck;5M5?J9~?aZBI*jR5c&K%
zkPXeTFZWXH*v43R6GG@Xr)P!_V23ntdk`Ey;APe`gW`6<<sdd5$_Hdwc{ciRDjLc5
ztTsr1(to#JI(Opn43oc<>JBt;cq}6OAmcG6x6ZRfxgd{+No@nslmn^gOC)NWdX-(w
zq+?lyo9)H#45>@%?qb^zRD23!s!d|~>y8yaydXqTNh-LT4^ic5o(t~;USl0jFv#l;
zJyISkH%x3~zqYgc$}EF`&+mapEGD%%=}Q<3mHbGLS+4UV3QG}JGzYNdmlZ?BLRF_e
zqopSJRh|kibT=wmvPf!@36!4chc5_`1U-{rHk1t^EtoX8=o7oYOVOw7@SzC<;7h=I
z+%-^+B$KRy`%oKvvz2i32Kd07$3t)cqDs&?$hH_uL#H_WI5MssQg7Co=-qPHGWM%*
zP^)`wS|}(`Q~{`>l|)QEFHmgqo|%n|#&W+;-)KQjxtQ8_frY!+MF4u-dcs!gq$7*U
z64{>owVzL7mapWK-|!>zDLE>4OaX|vJu81$1w4q>9t~W)tb#y9od()24wX0UIE~4%
zJ<@`YDVULSLTm{K;9!VhhE#&reCaiwq<_KKWb`}-CxKikq<bL>tMR|~UPV5zgpfOJ
z@c{ToH9NW60HD`okhE%-0nQm+M^++I9i;MvF&PSr7jCqZCZ+#9T##76W5Uo->xL^c
z9P`c~jJnHpc>QMWCDb`<5WkC$<h{X1Qh9VoaHD&(ne=8-+5wIwj2LD(r91ev%2g4E
z4LJhV_62D~MZ5V4rGWE(Con>P;;ph8*V5geX7X75PW8sJ*}bO&zyjHQCeF*%TIaU>
zlXfS_SP1rv3I@pC;9r&ow3fN(?!CmNXlXCD0j6sv)<o|pD-GGmc1Z(I*B#Ywe{i3T
zvo8*DdI~y8K?1Y5fWnaoIEP_6su>PKmk&t4<%l=-O+4q%B$T4q{iW>vMOCMx6>PzK
zTXpS$*YpUvELed;KOj}mH(FH24rAODay`Ar24W~)Mf*OmKO&2s1)E0sHc&&i=Bj4_
z{R?-0SV~c(TTJSBVZ(QdJG@nc^<^H>ASf9)uG#gUJBKP@wx#fi0$8;EgaH>00Mrva
zVGvg{0<^X%BP}BO8S#zxdSrC{gz>5aH?tLdS}8}QuxKOL4Y+-D@!7A7fKp{qIsvlz
z5~JPmeRm&u?sQ4Xto3Ku6Z;LYxq<+F@|9o!3C1hhQ0`0=wl5MH;#};#&nEg37L~$=
z20|9%lFtoIfaEgRPCk}#-DycVg=Qp3W(>k0lb<L;Q4`j(6P2>rePY6@va=xM?-F_d
zBV*tJ;H~UpA3d=1O*<mFU;tFX8sz`6>IJcDqq!<rrFF72D#hYDf_tL!gM&Qk#1ml7
zG?>coUF21S7?#A6)_VA_3f@>nX4u^p)l#fG5D$I{IU@ae%F;!wv<<d_U$@TchQ<8K
zE^n(@mMn=<2coLmy}FA-kcgwKjUh<0{TGK24qO_AIc=?%v_Pt5BG1eyO4J>VmBY=e
z@$g#~koQV!-w{PwpsS#$D=MR#@oK)tE;An_v-|T@gpg?=iuD*Eu~3&A>lJ6PY%}W~
zCXWP;!ArWN+yy~GEql1)0X2Uvx@R^<7iMYqhbE=Y9Z8v;b6vzmE_6n=Cos-i+a1aY
z&E&eA&03j>{L@nZ?~b0jPdD~5^dO_T08Vc71VJC0xFws`#1QcR|3ym>OtZ^xq@8H0
z$S3;KSOF(#JF0K)zjx`GAJMgyKimM_G>4N+ODbQ}GZ8XGp{RP`=LQ%h8s9W5zOF>X
z;Xm^dMQo86JDR+yh@-I!8)%`?Og|%b)d|umCC|pHF=E4}(FcmCqn{AML5(9Y>3gTV
zRl)~WEI-}Dj!1{ai(pk+LwIazhjQ!f%4#19!{4=Y@0gm=My+lYC<bd14f+xS3|=0r
z(-m6>0AlBKFT^Pu5)7r<gH-Gk;5uCIE&wy(NmIMGnc)DNtU&fVIQIE}$B%nHUKuSN
z$V!Jrd-jXdo=U+^71a#h0!#AjIw(`{E>R##VNd{L1owakTEPJBLKFe0O-#D`8kHMG
z#{N21*B_b)9s{&fkiRa45Pee?<YXMVqO1g>NT`|dFPp)R-_MWfpJ*oojR!cSQSN9t
z&=P@l*B5su@rU@ldb>jKtS;o!bz2{=C?PiSq~y7S|J*G7y$TeyJn2~M)|indYy+U4
zD)4+@ebPvUc+{VLUcTU*@XD<>EvzV)tV#stz+`E#eyLtj%M9*RZdzH^AX`S4W<}`~
z(+nNOaYP?Z^Gr&A?T^h8fWboFEC?cuNhK{cLDY1+h?>W<(IZ!SRCBe=2;jxtq@{+~
zILqC<;Y)32k%j(P@{9<Q);1H<L`U*hZ`(MfJS`?3zK929@wLq4wN}99&kD)4Dp#n#
z#_8R{EVZWh_juk!Jgq{K>RpZqqf(;LF1hHODZ{p})H|d0kmnfmuuEzkZzc{Q37M=Y
z;JCepSB_N)i(2eLt@UqogG6nvS4C0FB_PSA`5JH_sC^ZFEhv*q08{u;htP$++CqOs
zM_c_AxKg{0(=G&JyZK@cbce^_^7ID^8(@*a-NE!^y#6QzpI71tk8J}mG2hJUw|h5P
z;kssy91E*@;1Au+e;&m;BR9aiqtrX|5o*ZGrzED+Ub5HA2ksTW3GzvUisgy7vS>+r
zVAykhv0zG29hQYl-gee?bf6WZB8N~7SxqazY>o9Jp$(b9V2<)k;zY$R#r5hAGV>7Q
zPla1}vtyve(M;Dx0MMOc2uckIt4bB;E~_ZcA!6{nzxg6=m7TPo<L_>yzKe(Hsa<}1
zkX$x4RK$e?Eo#Ze$(_npt=?W5uDbSIC#Zl+d+RjpB)5rokK~m={f9-Hd%L;xDbEv+
zbSav@-y}RO@wHvysHAOLEZ_QA8ZFf|+1ujn7Nd<F7EPLDXs|?XdPY>0=?~IR-kW*{
z4_{fXBT<9=KdqbrLH&r*C;RuC*%)d0(Str=mO8`?*gMF@DE18NP2sPyBXB%eg-K&1
z1@l~?`nRdn2360qxA7seJ#<b~5}lL_crxu|b!V>*gych5mjS@*fLkbE;*S6)vH(zr
z&7DMH4n3^pqW<|B7v^OsWq=REs=>u1a(a_*8-Ti5c|>h&HZa(qA8Q#a%+uHbDqKQY
zWS}UB#dZfGI1)vCeO`I!B1GyZ_o}gPb#3+K309@&#YrJnSG*+30A=j$ojRsdXanqy
zFq*<S4|PERE2*pq0kMCGMd;dD3|Py?XNV>U4C2-aS-LN>z-Dlrc`Chm17c(b$0Gg&
z>0j15vJmeOQaLPz{gH3(C4K<$BaJ{9cdb=>;lAd*7CcfEa@%}CShl<Dd~xg`z*<UK
z{d8+Xug}tS)peirsb!^8%+_9XnsjdXr(Vi&4RT@w4YfxK41oMokQil<2O`X|_LMZr
zAUww`D{lA3Oc)@qG%#OkeMAv&kE^WuM7jg47d)#{!zQH-U8K|z0EsyTL0N$SDRN+=
zN(-QiGBSLIk@|z)a9J)cD7Kj&o5qQw*}XQI8w!@YjmixSF^C6(LVznH7-P{Kr#yOV
zSdg>`xd`Ienq+9+fwncSAJNzdI|EG8&X|QxZ8!coqKR;QhW>EXM_lxi_@-uqg4Z>!
z7VqD<;ph4MFG$y6`=1XD1OTn!=CSf*j$9Pvh-+<@QVA+k6ZCnpM`p5|GqDH?hWj0Y
zqsOJJhviqfC^qwu9ovU8$R>A%l4uExixbP5%q<h*#Aq<G!HJiA8g*)dBcq$^WR`vD
z_U>+#9HMUiSX_jn%;SG%ZQ3=EhW4K*0*{8+G#OV97Df4!!ml(<1f-rGh)Rglxlg#p
z=rJw=LpHek`!#5`>eQc=ke`f*QZ{`6i+&YnFWx2?;K_ks&>aCbVUrAMhzA@4;aiiZ
zg~d!@seKs;S}1tu2~1c&p5!A*hw&9oMp=B`%*c)1^UA_U<;+j)Dni!N^&nv=7aWn%
zJ~3QF_CZr=qls)L3TTZvZ)*1g64N^V_G!AM&fMpPu6$Hz2Kw3aj-BbCc?o0>Deneh
zy=t#T!6UF0gz)4}cN^!pS!av^42R=JGsB4>J|wN+-o9=Q_mM%d{8^UIRW_N(kLk_~
zYjGiT!kf``fDE-r^B}+GgTpkJ)K3DDBJg9B1<ax!30==Kbb{b9vCRP1kA#t@)#dlg
zV%?KDlHv={E*4i~8z3z!2ke?zdv|5AV>hz@kmOAz-m1;8d<_R|^7v5O5`AMI#215E
zv0RUKDOh5JuaPFJEII*{EOc6_8<y=x4rzS(beNC(I#+!<&`IT2(FPRVu#Nf)-Hd<j
zs3rp~*_PVT<nDXCN5|ah9Z?MQQXN?}^O}p|TZqtP7A?SOisRWVAouSL6}lV&nGoHe
zEV=w%1%k>4AdvM<eoCua5002$$bH^ZiH>14)Uc|H)}JP5PpjpHT!fnF3TCEXyWBAw
z`?PIj;LMer6b#r4MJZ2+muN{5(w^B^#OFcmVKHx5Ix-VJvBcPf4Gdk@l$Fi&?H&Q0
z9zeJc#Dt|hQDUsKjO~y>6a+@h_V`ma!x8CxoroSvwPE7f#9G$)!?Mol5)l&NX_ArF
zsQ8dVF6<3EfxgZ4g2k4|?=Jw2ETFIuWR^Nu>?DFXZMdv_QZ+jo50?;nCM(Wwa`OW1
zc&Bzc6!sAu0s{qU?f$kwlI|`S@)g^1=IFX99HDCm$z)aL%te>!3>Q!NNWv-3q*tUa
zck<@h!G*dUkk*B^mN$7pp3I=ky~M2m=OxTRWV9H9{1XS;cM|Rw`r8G4O)yHLHQ5xG
z1(wn8MzGJ@sH9H<Nj_#^3O}5Bz21&&SM3?-rvR~TTxNmk#_mdSs=F#BT#ZSU^JD2~
zlgv@8)^_bG;tI!jG5tX#eG)xOQx<M2&6_+c<jdupts|6dyONohQUS>IoJk=Vs^H^_
z$I8mu-`m|yVK?@;@T}H4u1NxxLcx-uG<y#>7ccn&NTSy%;&y>*?Di-&pm1Xcz&A{?
ziNqUe19r2;unTmro^CR+tU3A7Q(^vO1%kO>r^X~k_xf&R3wg#jD;q7jDiWla6c5<B
zAX|{NOs5Rmg&jP3Jbcx>j(5mY`DVan4&*+Fl1h;jHp~FJ3mh=-odHrF5X={JK26@l
zR`-?33NcSXR&Iiei&9!HvtTv@@0mk|Tv&(zxIE-NsUKt{jztEMdQ|q3qx7OsQ`2q?
zoK7iff$IPkm5L;NRDD&z2S_Jg<eNJKc9=9jKUr?V>-1i=JxXUM1Wr5n<44cN%2`8N
zW`sloQdyDtHiLuDyb?<D862zH{kv|p3*La`!ZCsg<2<;?BbwE4-=%2zlz3^Zq7(*V
ze6LN!RDe|t_Pg?iMRVrOO4>o3$;~zmj1Dntjo@7b=yFekxTB}F<du38C5QMzp&Wn>
z97yQtk2(tL&n#vpySM_g8K{LA9Cgl#0+(~CqD6~nZnkQ&wFqF`TK9+F@N%67l}wQP
zvYKSPv7^`{!o?&O0L%1xx)Ckp`id1*-Ddq~-sV`J-2F-PsJ7b)?TtKZ9j^OAg&rit
z-WH)>Xsr!{CFZf3vAYaQm#?XO9@N1()#s`=_jZ~kKQ%yxY~bq6*t~-^r`};_Dk<-m
zQaq9~!dlL)<QYGsdrc&)feA=aHF{70=y<_h2t&njKzNG~yYONW(r#X4lmQqV?to1v
zP_@!#L{wXGz&G0Rq}ZBvu5hwABo<&lY>B`27gcFl?X7h*wYy28uxMuJ?}2){MU}5{
zhcFM+LAw220$>771ynQr6$tgZzYGSl_aI<Thrnf=Xe>yu!Asr(;oJCMz6gDI3)!gN
zRTLTb8H*}N$i$9SwgS~yca$DYE%e_qfh-OQjMhS^hnI&yPskJHR2s$L)(T02_Tsh5
z>`oQgRxkjMwrD_t?Tm)XCB62C6?o8LlU1qMMlHV!vUlM#5SrCKsB%^sb6csj2W59!
zT~fTj0&1K<K`$NV*Y4(<-CgYA<lc=(61o_O{r9ABa*776`3;$Wg@G+Nt~|6=5$X}j
zr}vW8)Q}t%tg}Ce8-(gmhql(+;C&DzpR74gM~gD^UlthPgJ?+8oD`vGzct`U#FH>f
zu@J5eYkqdx@nsfQX=*;mx?e;AXfmUrtcPqKmPKI&sj~Mz9~`$6V%Mo=f_W%@JN24i
zBU@Q}MQK0VXAh#8)8eTO;u+dGFSk6h?u4P#;q$*ILHSiG>S#uO_qdsH__AaIxJfir
z9s~6U$*R0&pVo1MfCOXY#eTjhMNq(*kg)&UD@>;xSmz3gLmYD69jcKW6&`Dj6(NHG
z1IQ=})(?v4Zf0Bj@2~Q@NSKA_9%BP|C1LCSUTF&&*QXVg`cwuaw$Pe_A#o8FuT9ky
z<*D7>*97r){POB+%ELv(J78gp@qiL*?^V~{UriW-M<O=|x&j62{fT82+|RE~{g0B>
z2G}|X>xQ3a6&PGQJEvCEP+C1T9RxVwh?|0-pn^f65%@|+adeZR0`hfLa34smR&-}&
zMSkyWl+TE0C)~Eg3>Ar8WqAmM;i3Zx^QiU&r;zKYJEr#Xl<yjNv;^zy+x<3@WbO0r
zoJfQ{A@`um5FmHqL*<4Y0}$+MnCY5|pn^omC}B6@N%inw0;7%%R~^0)r6|VXpBK~2
zbfMxBuI0@54L>g+GWzCp!Ch&)!Y-|+Tg_lClU(Tk5;ZJzRn*a@I2jawcl4W@@_~2+
zZ(tDCafPJrFKjSf2VJ&b!<U@*d`O~jfRw~c&y1d~!uf*=UUQ6=M1(?e>cttJf9uEi
zQ5@<<;8sv-VeBAkgP_%Xufgcv9?iC#L6Vn^lZur}K?8=5r-=p>N2b%qBD%YeDAx~N
z<5(B=+@HRqko&yXGAVU;sHT`GUpOYT-F_sYdre9eYn&_)ok~GvC=*tG?dC<xmxkp|
zx)+SpR^w8Gz8U>`Va=>jnr_6OnwXMh6t31Q$UCZVR0(JuTG3KLL~5nJ{OE`FV55+y
zrUI}086inEGba2HLHbCV=}x5rJa;6ERM)7oGkF1EcbUzD+>5iwSEzKfmcs*eIEr-A
z%v)Y`FU8sg?J6$9|Ff+dPxw)noZIKZ9=xu}{7}Au9zfEZp?-4xe>dMPQ-3U+%+~-`
zDA{Zd_w|6n`?(HL$L<Mv=Sd{B9~u(caWfg9_KgE(L`P_{lwjk4J$)U3h#;fPG0&)G
zXw83O5C~gKx?x#h(f$!otIUh-v>5;s6qNKr%a|i_MA#5i_oGe_D-6ljAnQ7gM%+~R
z!!%e_qdEYUQlw~^Gt;ea{I6{`+Lh>7-KEdNO`y6g9n$KVArib(*N!|rxX4@QA{q8p
zlFBz#a*@~u`ewwrYK+*ENzfr=$M&!RrbbK3u)G+ga<8xx3{@Yz!b4k%ox?|QHNVDm
z`f@y(5!<yhOrAW^$tSGJ&Z&z5Be~m2vO=cIUvy_hy@-2R)B<%RM7^N<x)diR1C2>>
zB^3mSUSfoW=GBj`KuZ=qalY`sQ|x%D*Ku>4y%jSpsh4f10KSpOf4|SCodKVS^sxKj
zX$+Qi?eI|k2#Cj%DMut{2Srz$z*vD%Pz8_r^OOq2cLVS|1Zlczf#KlP*-s*F10~0~
zoj@+qpy4Hb?m*y4I)ts1<f+V^YyP_C;v^o17rW_Y@x8JUICz$ebL$$d^<KUkEo&0I
z=F@>(bv$9bJjub!I}z7{k%HMfRcs`l6udLQ?z`*xqImX9EQM!L`&N#q3GXeI0RC)I
zi{d#RK}CgGPU8{wBC@;gyTQDvN0riUf0(X8&o&6Np#2Z)d=&W_{>(<4*M}r*2qz7A
zMojbdCAt(~7^BhDp+1c>ag-9dbA)0X9O{R~lA*&3eZ<d^(5x(;_a@E@!|0h5viQ%&
zDok^SN(&o>bG#WDj3(hlD~9e}ZUxGYi<`~5?msK-`+p87KiY^ahZQX5cLn;IRt<2l
z_V1(>$hcn1D!WpWRpn+L2eX-2kVDK0yQJK-Y*qOlu!&-`3e5yv3fG0Fr7T<34~^ij
zcIqd9QCK?x-Zc{y{HHZ*r23MjiDl(ZHW7M5=)$bbMe(~lUyNOJ1YO(8jXQ&M8i>OM
z^2^x*DEC;BgTJvpigs!zPyB8Gri&fC7S>YI=?jnPCTR|Ch7Q}}1&W~;`sZO)gThRK
ze2MP3N9Ks#izzx%BFqEOzq-tfi=bLBWfW8p_6?Tk!EE6mcytii1AfLrglQj1_@L^#
zp9IC*O~3~4(gOB`lU}l!uvNa;1C>Ze#4h`YkT89dx6chc#nhmJXNIf?#JZ$Cl_3cw
zU4E3xfq3}$uhT<|T56TxU{_oux)ebHFess9tYTa6EFA;F%nU@T7Y{Ug)lP8^&l3Oa
znHi+6o4?O+G=Y4m>Tnjwtdl`6chnyUQV%%Y+r0PgKzYUv!gOuR>LbqlnKd&(qBpJM
zjh^@N8;0iGv0T2M2=k)e=49(B%gWRS%%j(F1jM3xvf{XM*VvjMk?wC)V~S6~(=xbh
zXc^uF0pCS_&rg@j=z4?(4Q+7<LS0iGEK>}<=E(;$dFH*sFD9~Q7}Thvp+HuF8de2^
zTh=hLZ=v6pvim|o`CTeh$}`jN*AuK=*x<Lv)fsoI><IcBb{<FprZOT;88)Pvnl45E
zU4<TchUNd7+`Fuv0UKQX-C$Y7`+TW+<}D{pgPw<h?F0$_*&YuBfad*N8XC`&EBt*A
z|HnK#%OTuG&4U-InN(M);K$4v&O)gpO|UEw*Kom@megjga!*i$>83-K1IE+=yoXkG
zC!+Z?`VO~LA7cM={A<U~`XzB;oEJK$5BozGc4<r)<oJdQrGkgI8@$05A98$_NoWD1
zU&*M47$o{>BIjB*pfi^iQznH@`YY%*>g{)&40kH(=5WP(Jza2WN64P6bbCe3t4Ia{
zS0_r_Jn|C%cmi2Qlv|qY10@k0oFG^88z@P@n8^CipkNv&ee?f*?NL*<0r=u=wj0qU
z|No=tyrZf9|2Td{NOChXE|=_(>}!+kxJI&9$jV;V-b6MLagm*}_ukju+4Ej|@6Gr3
z`Tf&hbxw!-`P}#W^?E)Z4`I6C7&c77do`C@y2)_nNKAnBSJi9Wzz6=O6%aeDTcLYr
zIrc0+M(W02&s`k0W&+qfF|F`jsc->4u|(i40Z@{Dpnwx~7<Lard>i~F%1`ny{V-oJ
zinWex+<A7B_Kknuvw&3qdd`yu%<w|lXj?OYwon?8%eM0HV^&Royq&Q?pgEbYCbc^i
z<pxkUtyU&bUygvWh?fySvI-z1LGT{{$0lrkXIx+FuUJ4DfahvLN*MU!EofE3ea$zK
zM~}1OHJ+(H6@UQdnrc9{1AAA6mM==PGDZaOQz8KflsS@5#i%J3cnM8Z^E_L*4U`hM
zf&oshH8q~}G!ep4RR!_FcA)5Ko(PC1*u`(u8`B^7#~r1+UtqPlp{|D@HySSO5RZZ)
zkQsDsqVDPUvt0T^2nl|UaF6`U6v!rEhQI<wB94q{suD@f!aF<wSqI48!OkA40GbA)
z>lp^P#1q#;Fi7i2Rm4V+FDxrY&g*k-_AFpe1(ost5JPSP`w>Ny6388#N9iD~!UAmG
z7=fC{0_1c&i8OKl{g)Mg)w3fa-)39D+vyH=$hTIYycx%i9Zv!*(KFKX<4JT+a-l*p
za=iGz%Ru5ojIMchRiW_J_cHa^;@fp%Q4?QT=d0xtW5?qN>ifhCSt+6Y@xDCDC!5Cw
zCNGw2_3$M1Oc=%Az%i<rxN1evL$fum6S5<^%iJ6LJQw7KNdtM9$z$^`0k}3J#K^V^
zJ#8S;ORZVXn#d&v9d~h=&oH|Q<RMsNIueDMHcQyVoqd5s7FcEpxEcSY7p5Y6!}J_>
zqsAcTBE9Emol82Rr-mol9~dA!ETW!He5IZk<&nGJE6(;jFU$+GE9dO&DGbofv8GaR
z(&^XY+YZw>v3f+j#*a8UntYE>J6ebuGv7_T^!3&WNJ^ljWFnSyOZY^jLsvv;HWO#N
zX=r?rbd@4jVt3%${F3Lp&Zk<E8o0A1=Ym%{*k(J7+F85&XJP#1k?^+aoKxVTF&TpU
zB6Vt?TVonE*6p3IBz5cd=dJJx-qjrcHIwuLh^B5t=E65)G2=d0=z^5_-{1Zx3~4Nc
z35-Nk3OnHIjmjdq56ev-KIfIc>D}S$=03@#THKH1OTe?~?~atl#s=mqR4}|eQP}o)
z8hjmqY-YaKI0N2}fygAY={$Ne-^IzL9IC@K51AQF;CLbmR6qN28F9>A^F|~l14=|R
zu!P&%@3wF*vWVqY(}|J-9E2t6@_<At-@+zk!4Z*&8V@h-Q;%+TNG2dcBm(MF^pM*~
zPAp{0uM8xzD&S&>fi(tzwlmD$6*Vh}m&>bG(FMb@Oz_}&*m$K5>k2wIQQo6qoXe~y
ze8GXiY46vZ4&M)pjP;50Ohrq@tw92>M|om!d9CY3J=ZiI`QN*CiE<@KZ3at!u{=h{
zRh%ZK6S4IGO>tRzvVB(C?GLAY`zoyQJ#S>$A!f}WVYsH${t&A;UpEVY8hb;FOiC}M
zKg*Tq#4dfAQaT`otBNn~q99S9hg}BMgHO)|JX_E>;p=_$!;5aR9>pKvK?R&2OM%-I
z%ASo01Z=s(D24klF9W2n6?b5lxx(8jjOpf>vs@ftHG<;LEb$eYkaIcPR>CC%elj?z
zI4*O+lecD|3705feV9wT9l*oL2v|Pr&-2Ymqb{<(_u#UFGG9NYTEkScZAs<gJwyJu
zD<U+K+N`y~5`*};4s|_XSF_n&_aM%*p16#TB_ieF{ZXf9S<hPyCY~S38=#}syzZ^D
zf~-bN-{TSbIw|Rwh-hMMLiG%QrHnx!!0o@e$fL^vawSz=+}VtG*1SOB9)^htC+qn#
zfrZ$z8gZGJ3IH)?i#bWHL0o~FMY^N^Uu@V&HQU;a2U&XNx)i=kg0JvKkeotRDJ0!n
zJqm~ofm$;4jJ!7amz*ZVxA|r=dx2BJntN{F?y~q6>oH)czJ>$9OQ44)No{cB$j$@A
zpji%wqjOJWMM1%7)?$!R5dMQJi7;Ls8)F{q6v#EGJpu{2=HX$-r2Bm^A&oh60;=W#
zkD42>=7O~Ahh9qoF<@z?i%VcT4N1KE92e6lCz2+efY=>Rxt&=dc#quz7cayC+#ETy
z;@hguuq}2SoD~i1;9cc(<c|l}0!eQBNl^GSZP5!HC&fm|0CZpnA+T#W-B%eYZH8^q
z<&39}*aJ<-?MaUUa0C9n%4Ui1w(=-2L<m<E9ui9TBWv#Q9ybAqcmBgbInGJR`&I+l
z<TW}<oY?&;Fx`DyIYyG&gNpWkTL%XPWc-vDF5B<6{eXvTW2D9A54NKUf8bI^5U!QU
zf)_f!jdf8{Pj$^(vrLFu2FNN>fDW&;iH}Kp91++ZLJzNy;A(-IuCQnGVtsigh4t-i
zJ1E+~lI6dqS1Fxd+~2B1OTmaBaFxztp|+ZPMVxa<^gmrV{ewx=KMq5eFRb2He(pQ1
zln*S%JLQNlLoX|q@_V#?n@^+EK%XYTQGe&U=!wGG^wve9kDJQtPED(4jYjh_&Zc5N
z2Fr_+Bo8*pSM;EJBP+^J-Zktm9yBnTuFLXq^1LeQB`SAeIA;#?<=85ZiURSpVMh`A
zr)$f-%oEnt)Tf$=`hEZ-Tq7QWSxN#v0@S(&Ayzs@qPjo6u%~@@JPs>UdPo%F24qM<
zXTRDg#ct?4bAfd;fMTH5JXC69)kOKE3BwAU5$E}7oFGsyf0h%ll`b$>!$Mkv*1Xlg
zK<<kY_=lj+iN|@v@_P0_8m5aLTT;)!*=a%JY{$C5-7hHsv6!jHi#W^GoaV0w!0@WT
zA(aKu2GrO7DtV<xMOyd5Xp4A)Vt5`@M1^5w3um-NURcP7qySr!b$J5~9;UmTST6%C
zprB$DaJDT4YKH=sEf-`}Fpe4?@D{||EC3jkwY%>@Q8DK%-pDgh)|$p8I*mxa8ao?!
zUx?j|yF%RfQ#T`pg@3iZQ^h)vrDBTmtIAV#0v72AOuVLPgu=otIvtm9UvUPrD;vft
z-kJvxWXXOu{|EX`1N<Q^6$`X2=J6o+>{lZ;QKZ4he{3lDx-nbqdn|gW(b-S9f!Rxd
zXprg09+2_1z>K!;P!+q@MtypB`$Gr=j`su+e%p{D5{PDpmjbm(>_ipp8eU%ji2~d@
zQeo!;^!&J#yIa=IZ7ywOIW(%kSMtOJxdO=CX=beNj@{)HIv${q&mi8g5kTp&G7<jD
zO9Rw=Gs@$=S>W{s7p%n7C+4D{P3t{MFU(4RbB2x!f|DKGoegpCum{qqiaRZnt!AE%
z2loNia;z9@5FIYym2!6J+f|VB%%K99x*)JjH#aLiQA<^DzPQ&YoZsN_CeFkoB&zUG
z706XN3g<b3Xy;96BIr%Dds?YmL=?pmuO!<%{yN}@VkX^SUmy2Ae*Z?u0^0rZ1pXAo
zHRU%dNzOC|bd^G$cD}H~{fqcLJ@L+QRKE`PRp_YiwX+vF{Ic%kFaSzGe=JzI#5&E@
zl|~W!x|iN5siD!x@5|9xho}AE3?yngTQ1!UYO84<#+T@j%o5%a8<2qbHOEbSHN-M;
z=J{M8FUetj#I^1}kS>SwSl41W(e<!YyQKcM5zdiBgw>P?JiKZb!EBhoJv%l~gdrNH
z`r)hM_GNHz80A8msGHVPo_FQ1)G#ej{JpxoBC3!7@7*gALZaOC$Lf7dSUMm6vR6!!
zsUQ3AV;vR99tF)^p*o!MqQCE>W=sBPzT{8J5gEYW$_iyj%z~ltqQSE%Jt@g)lK>p^
zkjb*VF;cl0N9?QRw~bW1ORWj6n4jU4eI-yds=L00oyM0BUX}tMb=@B7XpH6cw3zE7
zRmj?lc0{~S;8j(z_Zw<>{O><d7bzM)#SR&2&D+1?XxX4i{SNLvUq5pi0K!C`QTw(3
z{`rGDc2Qzq+|gUTmkPLSAD~pPb0O*4u`Y$Gc<*CvB$v8zAOM{O6uf_^U?xN8)=k@6
z05J=c69x1JdoJ&pR?wNTdZuP0xN#&N?Gk4TD<<dLauZ1Q8B8#+T}uq|Cskp6isH{D
z!ZYDh;5j4H!Sex>0<dnMQ*`T`P^SdV@#CpL>wH6-|3D@`WZYcrkN?<o9{w?{FpRrv
z4is)L&7OAdg}7<PUuh2r0g8c(M9&h#rEWCGPdkx~k3aM|@yD~{FM0oTm&Z8fmdN`|
zooR`-TD`k&={xfaEV1@u8~bu6^J{2xW*N2dZjBt)hr^4M;dqqm{<8Y`OyGOAm6vf?
zmA*K(?6=<XvahlPq;(jkgh8)L5@ouzsT$sA=Ho4)3?cWAS$KuT3%3w?ZKzV4pfJ+u
z@g%3dT{tc5yzt^km{mCIZ4^>uB7ol9NdeCYuNoHghNmx|N4O2p*cC}?_TH%Ftm90a
z1|B9#g>am#+-P7&`P6S-Yu2IstQJ5c(%XOq0trkVSIR)H`9O7k&jn>X9)LZHHI=SS
z+pI#r5+~39$S<ARgnbwn*RRS6nX$FwEMImB1eIdgKr5JX{^ugdh0jSV#PPlP``6bF
zDWgCDb`!^(?kqeTr4Da{tq{7Xw6$YXX5sRf0M?Ic*cx`7TdrAf44kUKcS#&h7QmDF
zP|Xbm$Uvx4qoln}@%mh#GX^<UeZ`mVG0ff=OBa-a#NV<ewC+(hJIWCTJ}e2sLoB|)
zfl`qYlXesvxlEmP<?+Y*1~<c$uE>}F^Tsw){4e6S&WtokLc{yLy{q!@AH@69Deh@@
zxi_Jw*X}j(ePXC_SW+XjS9|^M<jrzdDP^B?fnO2&+qyypBI^CT+4~Ef9MmYme#e-m
z-GI57hMiUHXlZB*Y_f&n%KYl5`na}Y^kxE^;LzriWWF$`?;4;lrNVtUk!R{L;lar7
z8M)gZ>8MBdt1`qt(uyk8DrgOpYrQlw{INoKGN^c<SWKZkr5E++P^BU402f9g{c?bc
zvCN#w+=Hq_akd6sC7^Gkhc~J5NF;F|b)JV!)whupxUKfabpAMxKzcV)1FV{K7j+Dr
z1J=C5voE_POX;dmh-~>Z?GG_bmLAUJTG|PNa1d4>Yh=*e&hU+-L<gGVN3Gdlm~6aD
z%+I*^OdEG%E3;THvK1nysZed07EU@=pfsyJxETbTqv#g5w%f^4am*l?@xVyf&8MW~
zwr&9z<ahFa|Ne$nE*X!I|9LW{o2!F?essp$eftOnRdRp?h)`py{sVn&1)qP*tD5jp
z%r{V7WYkY0^meKPDpmVbj_zgceZ9Y(Y@G~La>Q<;#@Af$in8n(aW00~vD4Rxcc((I
z0)v5sV|w5<0eJVldOKhsB7zC$<7%`OJrIvHi%MjOOb;8=w!GevBw8DH&3xJin%r3Q
zbY_u$`M1KSFsiv}bA&z&3$d$>FWe{h(vI2P7mEB3H2gDo@}pn8uV6v0j*SOJsTtQ|
zm1ds<>vBY{R5wk_hjg!-sQ}=bkbOa!6~7FckftJQGO=9d4-OEwCiGjvx&VSkXZc~k
zxOO%0{o9-I^FGQEFH=cwgU|I)2x4CT%6oOTN%7A?GJiZnB>vY^mSmaGcYP=+oy5^c
zzP}UfX0hET_q-GDw(e{LkDy&61b1@PNMo=fzX!!nm7%<TPZ!zNg9Ki!q?OgAOdoCU
z3A)zJJYm`H*=$zdaH6{0?ex<jHaszZ;%-mz+MeYw59+fAx<u_;f%WDAJyJ2%xa;4y
zZ&=#jQ}hycf%9NJaPw!mUcK0{dHfLIOd3=GXtmS$Ca!=q)(Y<;z(SV6>haR%z`&`k
zB(O#;j`6;lyVlC<jKcz~KYu^1flbCIGqRR|aMDg&iTp;P;3mal{cVPlvsrFRS#0BX
zg$eIf#magQgA_sbSn$7kA#)9Sq=TiOy#u#n&X!!J=jx#^u1-57aB5!AaZI8sKJh`I
zerWh5gF*es`?wdA)8C+TnQgz;<QfDk?0TdV2SS8sd7!BY;Hj_U>EF>I8_9b&25x7E
za&Vjnx4tV$l*EhUgS5HQ(8JI{r{{_9`ZcU{&U6{YN<7=wAQ0*uAUZshpOLB<k%-JF
zg3IhnZ%&9?Imk%$#GE~s$8MJP^tLp$W`4*Pb59;+vrMymLJj`-nI1fnINk&{xX*3E
z%3tWS%hg}p4PxeEx>$V~0KPE#^k?Cm!7sHqT3A`(mqEh94fx;$L06SiuxTucFuO=P
z`dnX(%Ci-8*?PJ1Th>J^e#qV+-Ol5^r_b3Zf}40_+2`6pZ{)1L3(F`n6tR}22Z65v
z#tUm2ugIsQ+p~?_PnN*eB36BJJboG)ibroIymqR9v-6BScbNB$=tsHwQmY5b@z-wq
ze*2t%?6h4I>JPkL1rCV1YC+OS>QarnmR^nCF%+;Apr6LuI&c=-$8<6dT6}(rdLJsF
zH-Rz&Hy_O-`kxss-%?>MyN*<=r~H2N<&9rEPu+2VGso!!I<~7Bj{e+y(HP=w_p-NQ
z`{LdG*yzA(n6+`M1qAFxhjnF&=8kxANEH64)7l=huYG!OE5?bp*an<fUh{;iDXb*m
z32bw|RNE-rGu^k}i$7m$1)lv*CN#c)cVN_kvKIF4sZzmNsoIfomjj-URHWrm^C_IG
z@FVhxnN|K*Ay7rxnq^cGquA#rchrUck=ORd@`tHv(G2N!+zr+k%B1xDdEDt0Lh~2G
zn|VG3t6*YdAA#e4EybKMDESs|j$`m$O|34W=Ie>}ktH=R;`rbpX1Sz^3%f-;vG4V<
zllI{^nhGoKL*gmmm@H@>Um?{F$B4+|r#-;7J=zmlc^tl46XD@&>RC)x%D>owUYdLI
z+0|TB*ZIZg59il)hx*3P#dMIkM@Gfy;9#yK$*mpua$VeBsMGQ$ef-ulKQrqzi;d<Y
z>p3QkgQkD>X0@l32_6f5VP-LKP93Bp$M4X`>cYzAX2SFD{EDqbYJQ@h@y_dx*;5>J
z91C^w`%;<*Pvbn7#&LgH74YRqqS_cf@#W0>sU4$Al#HzfwKM@62uHfg5jFz3{nr$D
zR~&y${VgWM?YAB>uVAaeZmP6su;#+uiGM=ro|w!WDa=|%tJp^F5#^=b-C7mfWm;%d
z&>2nr$!;&>^S=y*xl=;Qzm>?hzS~$BcRa1X)|zfCzarA>wML5WXfd&bcT(la0NvCh
z(=KMQ%Q;&vMqwr@x_8C|f6EIXHBUdrNX8n0j(kqG2gK5*a)@N+XRu!OV5$;H7>#`>
z80$($5N;~+@Sq(U(d&JNNpjQrm?u;|N8xNSFOsQ*v75cYA+46nU+EYtBad^wbtY?=
z#MZtb6%lm)i1WBi)H6@na=dYgBAs@Vi;!GVJbov+wc4BuQS7;@h^aD*9y82M2wYy{
zDKy&>0{``8SOwD{EKy$SQ(`>suYbKI`Cy`<V{lrbGxEw8On(|=+X>!lUa@kmr`Xi_
zXLS7Ovu!CaQ-q<kXqPBJS$Jh!aO_c<?)UgA;qdKMd{&>s>zDsF4Mp}vnBs@xa$^q}
z0|pLJGP(^Pe#<uK|4PbD+mKXtY8Q7=$rHx2zAH+VINz*va%o5D6%^Tc*~eS56#QB2
zG_!^-rJ-eG-gseLo<F&OOg}zmMZ1R|O)Ewos>yg38Ya{v^OWhbFdp)Jp^Yy+7REz@
zfcF{mRrK*dH!uFG@5ck4CVfVnin6arT!VeMv-42Q`Git%+D7u%Va=LvF1w2|7qM4x
zGv}!>W5XS0{ErF4|I)-R8PfBmE}-wHbFbu4ex%2XIm-x5jhJ&&)K3Zm6$<~&T$M2F
z<pX3-i_@5-#jgwRJ54le%;9hO{C6!%P>qx5VK~*b_HpTp<CNe#{UgyHJ-?j%9XeaZ
z20KZ$cRUg9&zWkGZxputEcys@i5EWhM^oLFCFi>I*^J%D#w=A$?cj@ZBptDSvuko&
zr4{P_SbqKJLUQRHkxx;4q(bT$Arap&eo1B2?Wa1u%1R-4p;_7!VcfX*#K1N(OJp@Y
zJ09bFq?#No7cU)HC0j}=;leNpj~SRq50zY|ff1Keq5_^J>!`*VUb9fP#AK?dB9KQ0
zWF<vU`cQBH`9LX-l9&v1_R_$T!`}uJ4+a{9n&l%vgAUfi#zgSwT=-Cx{(g@05#XuW
zqy&Ov&uZsyGy)VhYXG!l;zX>Hql3M59;Hi~V=o}t{<6th{n|6To)tHW#Pd<EnZf0-
ztQ_KI;<O!en!6E(Ef}m=rRhO8Y0nQZ3?^@8K4-*KQ!+*!Yna6U|3dwQ-je(!GIjes
zI+yO(k8q-9(Xp7|x~wSItPB*+tyVx*db(S;eEKa^&vE-uW$kPW>;-xs<X08qhogZ>
z?6DRGsv2bOH<}faBC6^BuQY`717wE529c6^k7Gp4)qut8@4B!UJOP#u7)G)Mtfdq{
zA&Hf>a#jHBFFHpU&+>+W$nA)lcu^}iKs(d)rZy3a;cfN;d|<<lBAWI4Hxpp^PhhdX
zW(Mq#M+(kzg+b8iW^DRE1+#D<)PskVqDvYTuixBO0&Bj1n|`CsjLCeVi=gS4eqe1>
z+n5rQCYIbSfv!jL?AF)A9-gbX1(^GCpt<K9x>br0F`ey>Ci7NffB*G>xm+CUrR0Cf
z_g=c_j}?pvkg#%aAhFG?(NGFRfDDcJRAZ^({_9zqf;zMMh%Itl#XZnj>BN7arw9l5
zk$*V<e;`6@Gr>96r_Y_=nEM>W_nvz&w?ef0jVoD0x_gR>5lbh~gl@m~&s~lzi5vB9
zc-bH3LjD6)+3qEHyN;|IQue2$yqqOg5;2G~Atb6^&!oH~F9LXoZMD=Cu`mDbz@IJf
z^v-L14i}F2aU_JxMB1~$7dYe<(Ay{OTet=wYS2;XdRG66i=o6<;0u>y)xW|G$7|79
z+x;_wjtz<~un|e#gn0HIA!k(Cp|L5#qf_riNY#%s$!D{9(Me44)N7S|zMCFjD$5TB
zUFNgMYhVDvNp20GB^B#w`W^EG=|7Fi^m>bb2joZ7Pf_G6k`ygM+e>(gRbZkj?FS}S
z+oA#K&-k|!#O?kEJ;DbwTP`7xWlnWfMVk@l=1ET10U7V#2Avl61-SYV6l|y4^}XcE
zipQ+sZWrv?HdA_u^a}&FPLMx%MOsXlqtd~~eVLwRQn!q>kjs{rlf+N|HWVfOK9|sH
zcm_lT10<;nTnZ4e?Q@G|_0>&B50#)7Z^Yt%FdP2}HE*Lyp%4BCf7$#v=woGaKHdC)
z%(*$w3Q)j|y65<I<$;c9vR$!b?0%vC+raqk`~IA#8(sTkAw+ErBzPuHh6#V7+I4&u
z-!x69p(iRuxLw)T(&<zjTez<>R*WA>&fcjMGdE8J4A_!XO~lXq7^SV>uPgD^j=nR!
zy0u;HZak_DV%9weesdl!ez}x?M&xuxB+M}d&{vrsalk}J4sEeeM7#MvR&1Fthtv`Q
z*_4sGQwh7BfEQoRIlDc@v<<~XYQ?q9E!cOhGCy8fVx~JK$&9=6x_t#R-5i$;6bq$H
zw9Ure1*T%zxBsx*H5%-9?$`bfxwt6p&!oJP(K)hjc3Jf&kqg^k)+I+XXQ#1Cti>l_
zo5acC_tM8yUo7vPqyL(9A)hvsO>Ni~N0V&nF?WT#G!X@2h`bWgOE8mW<0UP0Jh5VQ
zK_T<*mQ6&Sz_W)uGsikKsEzi~v|DK<u<>KBmu8z-U5E!r<%&9c5#oN9^gtojG0(&N
z%VJEKJmYIACL+EV;4}1o6WBf&XV4KfA0I|F>DyW7*qqMWcvW{UEEq85!^UL?6Z*}x
z+Z9GlRYxiBa;fjhWL=}l*Lc6HJuSof5g6S?#Ji{pJNs)heqle9NaaGZqUI<`EfXVd
z{p3<?ia89lE#2O`jp8RnW^6mlsnF8|&`9KJJQs1@eekQQ8}MV&h^hfRYFN903Qu-3
zy$mdAoZ$`z)5Do0tyWxk9iL9$9d(ra{i~ly+Pk1T*Ef0{`yYsl3Vy^&wNi`ou`DEi
zpNwT(4|)FEmilA3xf`wh$up6E&V<vvoK80@6pXAh=F`#3e&bMrz0Ef=9^QVxXRPh)
zsB+GFdC8c-re~#TXZ~UTfyf{DjaVb9w}0pj4piJ~_RFuAZ|)_xIp<J;9&7IEEmKH5
zvw}YJp|L1J6&u-zR8Qs5mU+yQvGB&6kcZ$hTB#48_L0vMkR_@omE1)ctlQ@L#;;~V
z5u!aJDn0dCHt{N!7XN{uDz8m#{hr+K^aTY3IHH1sgWF3vj$iDv9-Ye93wlX49OD!^
zZuC8REAH>jB4l>|o&ILJOV2K>8f_@Y{mg0%?(JV#_OT`+@<~&LuFt>zEQN>9uQAw6
zNRD0q#}9*E7Jrl_yEw`V73yX!O!mnuf+W{-f9TQ%GC4}2T(m^UiW-ORA~cg~1YC{h
zT-vp36&?Osr-j8rLcmop<*$jXRB@=&!b<|%tzFOkQZ95;CE$9h(@J1xWcdCsOokou
z+?)Dp9<$uh`uK{kQ^Y?)jP)~r@z+CiRXk(DM^dKVHRuwb>1e(*j-#r#cGkn--03oc
z_p<X8mpf;fw@0eu58toeZ+)=q;7q0dJT{oOl0}c|U4=ySX5#jcD0ZCas64FiJSTX>
z3oZDZ4Nn+$AW3j~yBujubhb<a#W&uKll~on!$r#Zlj36!ao+rTvCC*JZEwki{twPy
z-UIa-lw3&zoF(qRUOpQH<`f`a6+csie|w4~v5%R@uPc)wHw!mU&Sl#lk1eXL6;BWF
zho?}ol6)i}@(H;lOAl6CDpeId)D9M5J&yB}EJDn5HQR^SFHW1EOh44Jf=n!@Bd=>Q
zwcXb~3}i^~QPaFY>MGdHH5XhibuW0MLci``*D9oe-%qx%K0vbYr)2mi+7bnRb|=1=
zKZk$r>qzn}O|hE3?RJ_3^cE8v=YyL6>(l9be2XEUl=%>|%6}^i^%4_t{%Mkhd8DZI
z4XmNpEVP1Zi<a2w0aIRGOd9$YUtW0m%yLv8b$F+rGPXWeuftC6gFy|NrfO;&F7jh&
zo+2WWBq+#2@rJ%jvPtC>yw}zic;)b&qmn~OZ_lUtC<Oy>u_D|C{GTEgO>Skc+0A_I
zks5uhT9G;@ANXSH`lVP2q=#*HOrF@w`Waolo^|7npeC>yYmoIQl@+gG)!CoI4B~iw
zi6U`^k>5may8ao6{gJ2{SpW>W&S?ebCM~5=;;)c-g)>%jzDuRQRk`;5pglL@kmS$J
zAH)L=9ABY>NK3q&jL9Fyp~S6KhyQ_A^|v)Y^|yyK<P@P5QA4yXUgX~nVGoyhk8KG)
zEGn}7+I+3$;=c;+hQC0ZqI-VX^YYv7vRf#Nt#hJ7lcZ*$Cu4n`nP{#pfXfb2H1f4w
zb(qcRUV@G_!3(V#(!L%F{0Cy8;iy@0_~s-yl-Xd;#0#k70`Stc7j^A{Ah>m8P_#0$
z`78Tl!t_iVo9Lyr<3LsQY22nmbZnHE=*lww;s~0`yeE&W#{J?*fe~pLPmswqg8v*+
z6&`X4!%KeSY|SXQ7t45`-NI}oxb&j&=yiONtVFS|6K(UEW4UE*jb@ACAns__?`*@_
zcKXO`n$8E7e|I#$JJE(jR;Eq0F|vxxUzH*@Uv~^-Cc$VWiDR5}DDn*@DA$=kB`_x2
zW$l}gpElxgO~j7~T%tNkgXk#6T)CiKbj;<{$<16%9^i`(^RU@mnq=6jBt2X1BORW_
z1RkS*+2IBK=k=&R>#jZnrmM?Q{*)|XwxN>(9G|a~Pc`DR%GA7nKQGjdZTPBqSz6vg
z>hmUeH7ry-uu-UXF65i|e2K<_LJpQ`Y;+cOP?tsBFfQmk+|u-v#IGtN7NVW;u`z93
zkMY+VWp!ZJxe}-tT|jkS00`Bs>Eo}a*|SJ@#{mQ=$yH@%3(<uB$7Aukj}&brc_SkX
zko{<h)7pyI5{_&fKuikc^sZaGjq&anEdJQ~leIAHOnco&Cpj<4n>wAmv|DH3eWc8?
z$7J;=M$TnvyNBy`P{WQ3oYBJUV}AUiD}t^^(2lz^b&)*X+~EiINp;t^KGu@9w=poL
z&-MN|K62A7kewGdVF8~K43&tnWgX4UdF>xtoFqLQPny5>Z}K`T`8@X&z)0_8b8#_>
z#MHZe<yuvTeDY4YR@agvXT-~D!^Y0@i$!3s%7?Vj>A!QmHE;aa5hz%|8<w#U`vaB!
zHL>EiS(JHVqS279W*(8MX2L5CkNOkA0@GVXM6g0;msjf4P}p<^Mt6LGxRB|4wVa}0
zU@wj5nLy5wKgPZGm#uq)<TnAD41Jl&Sq4RW$^n7g68D^NhtwRVP&Xz_;hM?4-LYu*
zlT|R5t=H-E&&rlzi|~&~r}ZAtVbJ_n+Q8Bg<Ip9ll&%L6KqeBNl=xzf#5;^OySl3a
zavHTyz_$?DpOmAKp8hLARuR^xn_0xHRLSTDAwJ8!E+5g;rA_^IwxD>i(d2=7(RFrZ
zm&H)dGgPvpt4x_o^Zo7p^@6`M&nUF1i%81m#0-y}Ehn#$qoTIkII4lWa|Wt1G3b>N
z!DJw7*~m`hdHPx@^Sjg<i;Pg&MvDgU-wA$TzVn?dm^yzZ`?<Q>fpcjonPRMbt=kUA
z%$nX=iW1u8EaxIYg?OrdRg7Uz(M;CeGfUj}8rmh@P;5$E2fmt-iFA^)2FQhnI9=UY
z>nX?W8@nd=<eFX*HdD32NRh|tqyC9TAq!Tob!=a6unRXf$40qH&MF&FI4c*}UI?Wq
z5%n_HSeZHEVGl0MQ{D^SMiw2#qHDi4Jwv~{a=~C;&2XZ7pXM~!Nw~wLH~b-l3XpU*
zh9nIAeRq69vp5IZc&^}Wb$AywQ8NYO&kr?q)pd;6PE|9<JmSi$7eU^SseXOe*18o*
zTRtMo8902m(`w}(F;|l63k_`I@)ZBxU1jU`8*V?(tg`;@c`^8hdE7{Cx%z~_tl#kT
z1MDBL(JVxyT_3uRu?4H#N|V5E|3u963tIu&RT@_M)4-9=1Or5PH}WN4)uC_6t_KI@
zkBmR3s_$$-#to0sO&rO*w0F3}s-8+dL3pSh4X5M9=j-RySx_$ZOL(A)>pA_Zb-wm|
z7a+>UU1u4>1R=zM4hbL^TuY3(25xsR0*!P>&91%~P55wSEhA!e{a+2hL-XTe3Lvju
zBRKa%)pu-9F`d-unIwLK+tjU*gpU7#Y<J=ZM{9?ua|!g8=8;)@A1+xMC1W2%>W;%B
zO^#lKD;vyNYqLM?hAKC!%zw%{C$=>C4`fxV4%l?MB}0Y$pYHka6wfXwux5xA?-uHy
z#Z@Q=W2t)S&DP$Vy%aka*je2!L@h1pLnaa(RN`;g69)BEb<#HyvxYodJ6fTrW777E
zo54_R^?>`IY7vNe#{i3fhqZukqlNgH=^V>y&xCK^tTUc08WQ!bTpr319UkRVNUE~+
z;?SKlgQ4Sbt~cm7%UW?ZXdVv{D4BrQWz>6m6NSqB`mu%Y*lL{rx@qV|=Q>7S^91gU
zNHdKo4EO@irav_rJD$h9Lin-YVXx{3%ndDAaN85NVuoKpc^QC@=|Ms50_2<#%6KKy
zNpjWN)nFX_h3CaZ$SzG{Vg=bi|5}XdOsAK5{CTPN6S;x8!Hr^$mJhyTw-N{yG0~%w
z=?`@w%)p+5X8)8A{IlPlYeL-pYtM?f&U77J4qlp#EEzHCaRvTr$Sb+vU%#S%=WKz<
z7Cc6-hdd_|lhRX1zkiRBM}s4$+l>hR-N73#YaEF|2lh;&4A|3~CVm0ao0lDu`0^My
z?KU0VWYCZ`w!r;O>q~`f(OG>+Z7RdlOqu=2OYmGuSCIT@6S)KH;L{y#t0&mlm+se>
zBR^&&dK#d!E}c-bqm3dA)rZ4>2al_3p(ls7aXL`>@3HsChG(rF(j&!hQkq4f>T94!
z0iZ2V8(n}e``Z)-HH!#JAl~XcAL=RDlSu=`LExTjEcWl{W!XNZEg)q6uDZ=PiJ!=o
zd1!ZDg5TX&nB%@z;`8k|v*!{@(qunn1eLTJufn%~T+T@%WTl?l(7;^R^TLL75-UcP
z1I5^sFok|5Hzni1Ng^)>?@Y4lMF9I6Mp~ZWZNprV_ab;5Bl{5_?i;(O<vIpyX<X-7
zbYC+W&=FR?V(49$rhVpRxwpD%%T0{fxzzthuUyE_p_MEUXRq!ix*z>jjO1&Hwm1>~
zw$V<K^@MMHw<Y_F7P^O#hS-?1_2YtQH`_+iqWWZhe7Xax2;pR13t<_Cbt%o0(*^A&
z+hv>w;#mY-4exE_?3cZbpZh_IexqS*vrU~0_BzDr#4$77-hrI@E|A2jChUvYW7y~e
zMEO@c%RuY%!5S+(b%J=N{j<48nU}@=TE9P}DP|B6M@m@Sr=RQZaz|2&0YuN&#kMXE
z&cfI6pLmNTR!51Aa|m3fCj^ebd;hZk1KIc}iWEOG9o@6|Nx$Nm_^^t1e=_K_Z|qMb
zqJ^>B=O-}6Kgg+_s&A!06aadP@Pj+$5(SN^F>rs*X0jYiA<n~63~N3Cf!pvV@2fhX
zhP^wuIy@$TQy_*nI)uQ#5H{LD_>*^)2HXSuD2O1<x@sGdNLqh1w>1a3u=B5)zomC?
zuMW|TcGTo*C-n%<@3Av`rs~0Bxt1;<)oqA*I{tAS2Vf$^e;95Bi;3d!?tWZ8inrl8
zIW?j<d79v<@92&-EaAJ<^s%(<FudXl-0@T*k4nW>Z{E#2vzf%~@{KEWXL7ync2M5b
zs5cwXjWHcb=2`1iwla$ozX{icrnf@wXtEJ}Koobjf$7n_>f~Ndi@w%vxoGcEZ=p^C
zd8GZ*QNSGI8-Jv9@gGR-3cmU?Lw0b&H+58a_`SN)ad-MT0~t7r{Mf%IlL8F!k!!9W
zlh1H4rM9Nv%siPXF8hp^9+o=q@EhGK<wLVNwhDc+^+1I~F=59T_O^h&AJ?27**);7
zrewJyD0yw-DkCNq`!DM!?^C!$eh^<9bk)c$x<}|eAnFTVraI4VLn#qCI>}I>u10z&
zmI%h?wbD9HHNVdf1Wom`d|&f1$9;t_du}#S#u|C$fX2Tn!f>%{qQS9@b~N(k{@n12
zR6S--bGvVl=MYgIDsKKC*U|tj_?}$OqEC)vBD>p%;Z_-ex^?LhY<XT2_Y)45-+%|l
zT_#4I?yjQ(cb?enbx8X4`3%0=cSoRteYl-4#uVEUq=D&NcWv)?r`Sk0Gf<ShQcef5
ze!r|m<Pul!MV948?HJ3;stn6IpSP(a3&fIHlg$#~OljA#7e+_kdfRj1v4`r(hVp_R
zMS*CFTvRX+LjuzifPYcn)FuYb0J8exAqlMt0`-b|NXqj$#zlj=NE$b5bN8*nU>DLo
z5KAk2RWm;V)%~%-FsP5(_9nkKka18UKhw$Vpget}1$Ce2W6P4b+US6@UGcr;_=$vH
z=V@NLxjh6DD{vHCjuq<3y*IL&DgdX2qvbV{Tj;8Jvavx6hS=1l67dK2;>GVp)(T$z
zNxdCcmpE~`?EsXakGwLA&d&>Dt6{;hUfI8QC>jJ)y#E+KubJ~9G3ZysUW-sh`W^=w
zecqHl0q;v<u)O^X5RZmxxgreZ{sR?|@WwkpOWsxr)4u6!HuoERcwwj6eYx}|^@DWw
zJG&KH_?&%Gkal5*98K#-^3$H$(jB^&lcjg+e?KV?X_&dZ=9Rd7LX9b-)S{K+IQzM(
z9gG(!MqIEpUihLCTw@F|6XFXnbcA)8aGKpOdz}|cn#oGr4_kRp)Ni$=-})ty-UA5N
z;nsVbRX;`_sc{J!gj@Ar6`$MGr?Qq-1z;yZn6bIh(^}I5DG3A3#0nAp3gOZyW3v4g
z$d-i4w?8cmlQ|Y;0V~%w2q9jg-ptO-CO{8_+Eh?(3@4V;+c?=!<3(`;Wp*m26Wt#t
zUQ@{Wzq=A_Q>9{xXsU;Qg@zg9f^U9jnQHKispEpkcl|3-p+CEfiC6zwYT3ex<Q&ZV
z*QgdK_orvV1_5@Hdvm|*KLUHWOT+;3qeSMF<&kJ-CYaVubi4ueRWN#5lm29X#*L!a
zr4}#t&3X)M?g{xmQ-U&2-;Rs4xXUDgnV3_KBFEP;EK7G7K~4fN_+6X+CS2dxml2_F
z*4ZL?wIuoEiU^}zlSp0gHF#D(@ZTqT-(SYRvggm8wrtn9L#QP$O1q&?t#`hXJRPZd
zWA8+s#-B^PdvY8n+^v0;h^f5_#VD6Phx`q}-kWokPnV`4p^O3X3F^jv!NhTFNzR71
z(`i+2c6m?PP5XV$G-+-Mwct};7R_+yRwZwi^@^0}32xcjxZ2D<Z)aL<_Rsjx)Lc1X
z$2#do^^PJrzN%7bkp$MW;m}5q>3B0e46WLX$W%VkDh=D$Cq;y9F$F+K?d&4V>6&Vj
zB~od32SPm8ez_{n8eGeFExnxf<G9+|5gZkpZurw@oi`gCPhQ8`|JECPZO!O9tk~@r
zawm55I`inT;|Sr`^=Bf%qNxEJ7rokYn|UF>C_O86`2Pph_-K4-cWye$Qe|wr{M*yF
zotc7|&F|sa!~q4f$HvwW@NgrK7UzAEyPWIv+^03miP~*ro`=cl<amV4+cFPz55bbk
zw*`luj-B*zv0oanue3|9ZqeGI541X58?6$%MWa7$VKJ5&;aLwjBai0;564>`Po6`m
z?yQd&n>0al$oyr?>Oj7=nR)DF*u&0i-Q^<T!cGl)qp`i9-0$`37u<Wx4r0(JdwJ=!
zwc53bvY7`|f<fZn*h`(;VYCe&jY4yD5DxFkjxLgUtn=Gxn{;>H657KaScJ_ERBSe<
z>VGSz*~^uG{D|A$x2@7X0*z)D<~QFwI{Om|0S&`frTX&PM=<hPVrd}jok==*{y);_
zL`EDl$}G@I6rFS~UT~TdC1vg=ZUA^&!Rs8LCqK7Vpi3nSkW#?pvv+3am+%4=%pI(J
z?7#s_$b_Ppdx2RiWWv$9j9QgQ)!Jnm8#m}f5E0uZ1Tq<r+IQocM>&FrN0z>Jqh3n|
zbc#pN*5Ws}eq_Ym^Z+Q+Ddtxi9D)?ptN`05p|;z%ta;*2x7gaxpc(AT$l&wb>wCOi
zrOtYQz4y-<PvB)_v?CZoRLzD`vt3u;4)=0SJj<PX>h&R@1h(dN^N)#v=m{_cNz8h1
zeMrC2bY`CcdhO^mr5J#%3LAN^VIGrV1-f<u^u^-rS%Jw8Hcst#MPHq$MhgD&MR|RS
z!?0T6@i$ihvQBS8YWq<U|7ZnVm;}IDVGr=wh|Rhy0_=l9^#G$5w4~V0hJuU}VxyD{
zFa>&2Y@oAU1(#l+$rRwFetuU7`f|LjfQh23+QS9%mbiGvdhhXXAei{MBqY2V$EolC
z)lwxHGD6q9HEKAz?K~F;h~4?f3|h$aY=G`Xr`J8cRo9D2qZhrq!1VDB0#DX83f6fT
zlVb5kUj`bx-`O9Zw+4&RxR`xuug<Wi;`)Nt4AXMs;6y<}qZQj9E<lH|!<8i8q#qGi
z1wN;3``o@ivLu$CIo|w*kXrT2`kxzUJ`~?oX7w=4k8Wa-0M1<4_yc0z=lUMS<k5*W
zV)EEa8h}Ahs?DNI$-G>JPyRA0kV-B_yakVb$l7f7Oz^PFcxnP5_=Usp0AFzYL^Ty`
zQ;a$=rmwAShyjvWz@HxTJr>PnGtsF>k&UJWJfb<)H75oNe9`T=Z(}b2Ut>Ml-cn#W
zMiSD(Ij~|&*(AE!7l#N}*YF6UoSnzeIYCdyDsRht=O-lT@5GNJDvw_n8-uq`n%*!7
zY1bw^LX(*Vb66hsZ-(HUI3qyuq2B(bh|R7_qdv;IDKUAkpK91~Cp9y_G!}`a)$mNJ
zZx~jV39dX=@q+cn4=yMZxR-bILb_fK2(P4PuBxB(1gE=Fu{3MjkWFfL4Qn0tADaC-
zY7K4TS>YnvPQ!UpFx!={9I<BFqLRZU&{aSagT<8oDkgy7?i`?@D)`u8I1Wj=htk-p
zE85yA9Qo|r4;!=>Ruy`IfI>4E4S->AkN?0|V+rJ$yyz6`($vfn4o&)_fiWa_@Wb6m
zjC<sI3;2$w=_&%v;k`QpT#rI*depfV2MC!v<)kT&k+(mw$}hFWk5k_M%+JvK8L}+Y
zNV<0z>;?SIaKKjPuk??R$MCC>rx|@vt99yzmWiXxV@Lcw+vKa=V}?8MYWMh=^@Z)+
zsMUUdX4(>nhZzM4lGwAnon<^oyL9Jfw1n~rot6$RM;WpF>~1AKFP@P~;82uHF~_6N
zeOAeMfBnRvr`}3t4tSxfe7-g__u}4LJ-V4Tp2|P|T!fceV8vPdC4n$^8nv<H{U+4!
zi@#^m^rAfHd<0YarsRmgAcDIi`2qi^<majmL3vpS=Wy^N#rciY>&*>kC*%xmaUlrv
z*FvvAY<}wlqq(2sonCAYb#3=P@Vgq`I8;w?U{tA%VX>Qvcqr%xJ^v6~|AUS)!E?yB
z`lzyP7Z|>@CpVCV^!ZEP7@nFxx3|z*`u)Mo#^fbtLVR~DxaL3+M2Ni%9sebK37IG|
z>?fcY!!fmVn#JHnUJYEtAJ0w-h&qIOseejy?ep+`MfZMHF_Jj;dgE{N{S#Uq;}3{|
zZVJDrM<oU5Z)45;S7KeNE#|qQ5t1wRAE45S#z+aQqiP_tn@P?5{jSIQTzI{{H68hp
z?{uMG4y?9h;49%Q&SAhwzNq-+YvDt`ME-q-7<B_Y++IxE^Z5(CPEYp=;#1#9PSbEl
zmLxuBVJ!Gtj;*C18^v?;b2D@8W)_rTb92mLl&B+l>QF7H6sQ<4Flw4<W0RG|mfXSw
zLq@m~6(^j>TI1Bsf@jneubU*A;4=EboDPtbPHkkMN}LpAz+GyO%;+!L(J7f7iS-*v
zQJMZnSwy60!Jil|vyK!m<3NW`Ws?WGW_(IYcA<4CW&zzgF(HH)*d}gM&T8r2Vb0Y@
zM7945I7PL$y@&q%OK5q=^71Q;Yl$cYh^USgw<Vsgx%)K&=Um{AjS|m##B27(3OT0r
z%EYA>qWc^%_4`_k&KZp9neA%V^SeLzLMd2An*V{mjJ~2<tvoa~LrizSL2z_5WJbOQ
z#aSPvGDe*xd}d&P=O}!Dewp6jYOX0qKT{H=F<7)|XdX$Nkg({U$QaZ)61FcW8?o7I
zpJ;UPCA4Yg^sT-XxH96BY<EVK>^z^ITOTY*YzStZ&FQkq{<=V(VOWlods3R?tO`R{
zxN=cXbT+VLtnLaf5~bRbR|rZRMN4r3W>;ae^Ww`Ff;EEUM#~BeHMMfdx-`G!0xD})
zumt)v491-WA}h*|QTw83O_#r04@3dU-{7IuG;wvpz>^)S&tztU>tG;Bz9m^n7y3GL
zg=5Iwb!Kk;R1tcsrq7)e0(L)@B-HL%Vmp2eq^W%5{n1p6p0Cg66Gl70gJcf}Q}iNn
zFRUP^Lw-LIaA`OJLSNx%5Ft66T&~Y!6#cTq+!Q&)V0JZaXR)`{gR6F#J3H#eIvybB
z{@^;bxgqWXAkY4K7D%rmg^&EBTV5H_J~}a5&BT{xJxt>5^Dg9tgw5n7z+5h|Yg|rw
z69dGRJC;a~E`zE<#>50Z*SHt*E-q=KZu*Ri>(9kS*svqF@L}hdd646|zeCjnqu<Hv
zhprmCsr`d}c>K}6Dgj{~FLy#tIdeb3!W-+c&r8E4z=+R>X#XzV>P&K>dAt3He{Q^;
z>&dIj&)<66E%4RmcQKOhN><BNF^rvo2^oZ&8oXyg?OpBz<<hj5V(I>kMjR{L-?X7b
zVyuO_2ybP@^S>Hf0|NWYZ{(?2dWqG63-z=8)8|=8=^-yN_JLU;+S!n``adJ1+|RFK
z-yQY*6s$$tz2$hy-)n6FTUcI{rLr`e{XlAr<D+*q;CuXdZT!pS_7Y8KpbnUHG5*rX
zgvbf`k)dt%Crh2@VUzW-cDG}8f<Lh>A1Q<*ApULB{XaD9xfxTs*Z;Q%<UUWw?<mH0
zA6QQW9G<W7n?IVm$oLQBN^{tUd>`WIw?(UvO(1brZR#OTffBxzynEF&N_FRk{wZVY
z??fD{T9p{Vwd&u>`R$HZ=}nfSmJ6~Ds^-e%J-Y0_A<W7usn>QaA5rCxyCvkuG;P77
zr(5`$fcHeyF+S_y0D)br*(T5_+@E`JDX1t*=Y5=s*7FfR>iwpgB=l84mS=_)fs(H?
z4L(8L3GdA8V3j6G5ZnnQqF+QjyZBuy5uT^AX*|Hdy04AnpyNTOn|?Qb!`9>6QNM`f
zyc#)vjC=#t`llNi&eUmPO?8_a+Xzvf#^$^O=}d3=2RCu#As9PrjHt%qzIh9X=9&l%
zF}g67#-d$D%Gw}Uh7~p;!rEPfDXko55=QrVezY>Su@PQUZ&EEHpQ$j?I4--><n;(v
z)J%SH>qpiL900=*F?(Q=FN@6anf=G9Gi!q_mih~u1bVX*YCOSo^Fb2A7-JlQWYfj#
zud(UeVSWqV;Mk0vE$F6b09IY!IL{TkTheQYZ4#6=*P`@WlQwAwID-oev)lyIRP&yB
z$c*!yOH>_~MpYSOUAgaerA<It2sxeDA1Q7))RUPt3T<VTuV}Z&+vsJ+o*R0gmt(c}
zMJ&S^20!Kkr<I=tu&S~sa|`kxih{g4*o}wghf52HpBD*NVKsB^x3qYwP{ud?v-3Rd
zsVKSnOz11@Es34vl7fqnhu))-h}Fzc391@>@26UJ8fwC3m99LM@t3JHjiPh~l-rS0
zNo3TqbN)dr8ZFIWrYrGP-6jjnJyfB|SY)dAzU7QJ43|wusl5_l_*%S5-3^ZUe)DP1
zAjPjB@eo;kD!JFX8oLMl_>2)X=3O`Y?J<lo$y2$7J>FuWeZVJCdwgv(raJ7k&qT$R
zA=?~dz4}$~dvW|BSc0R}ji!!Mls1jva}3o8bU3kY#9$*4Heea}K(=>z^C7@hqWVO8
zUk1IB++ZBQ#Z1-cP`exm_|SjB0%>NKU5Fq0r>DBIHr^7;Gsl9kCNoWqlUqcO&5=CE
z?v?0}MSg8<&KfhQP(0Pi--#_LoWOsv7{eJQkBns*>WYf;{pCt{2&wil*L3vjobH+s
z>ZJwZxanE~kBS@oPZ$U=U@e&cA<S6c2GV|VG|>JZ=qLyQeSfr&?Ke&K*|x_RUH{`S
zk+o$Z1aC}M6b=6t9(ebx_$pO$dR}II9&6<0UBSS&lh1^{fq!-tCyTPx49X>B?tl3p
zmY9w|U8(li-KYl4o6kt=a(}(<J3mRfHXEze{sYV`h^YO;OT?V~aR-JBesInP;OKP8
z58~q8%<?LVzl~Y+dw(P!`r5|@y~y3+G{m4kt857Wm&{COF_{@dH0~)3Rl1j}si`ij
z3hL<~51O0f52H*u$aM<%oil?KxzkmxnwCc@Vw<Kao1i7V)J|re%$juoFC)LUJqGu<
zAP&3JGQY973l0vEN2z2k&UPt8OKm;%-GDB!v`V*d?x19@?9hhNOvJs(B=R(*u}Fu-
z*W!Ink#{FYuY>7oG5*i4ocCp<T?(biwmflRGoq!Vp)ZpO*x5grYVF02W`?vpqr*L-
z`<XkKYrMeL)WT%iG68#>1hAF`<}#0<UT29Ybq%4xLDW?QD>+r~$Z5$F!TCfXrT&i7
zz_TGA*;|brI~Q~_wloOK(u{dj{Bp6E5gU5Yg?}jkxb6yPt*L#d{uT|=S5-u8rpb&k
zN+(M^bk?u97^g^ZA8U<#1Jdt^;cc<j+Fm2rY%S%=d<EP6MNd79*0%OB?&i=;PvtnO
z;bHKB)KI%?E;gDq_Ws4YD1ALVDi*Zc0E{uZ?*&vFM|-}D;AA9diIR@|$~tGZ;Y&ly
zx7)Y7jMlu1rq|FtRJlLFIVApWH<MVxCOSn`Q0B*fAg`uy47e*0I30FWh=+W;Z!E$l
z%A{H=g8Bhd<WHLE@j)|m)w76^9udhvSDIL2+bEyH-WayTRMsDxUwC5nmYRWJ@M9lh
zOKbFUjPdi?yg26dx#YUUL)n5E_O>Tyi=ni-!w1&|Z&Ua-Q#yj2ftcxp|L0cF>w==b
zW9*MneGYk*(gmrK>wjmNhJ?>g+B*_6Ga~TTG0P7yYjvAt0x|igh1_;uxEWcmj21iB
zylAt-F-C#EtkQsHlP%C}3en%bApV-In)_OjIoAD?GS7jcK&OvoGqpoUCfNegLzfb7
z%0nmoAv8_n_okMjPoUgb`AO~GBHD7?kDm6~GDQnxja5G~(>m~dywGIH8LG9cv_+2Z
zN_%~z^N@E0^+1yFQfpeLLV6}+{IPwy86IA%z)j3-A9;%iyNbYMB)4=f#0f>_D*l*T
z$x-igsAse844TKb8EF7<x|*1L)DIrr%+m_-5x7+r3fp(PReAA0j?O!f>i_?v*C<5x
z-i2(kvaVIxAzO&b>e^g;kC1h(qKu2|tYq))BHXgK%eCjd<~2XR_xJa=zubG@<N10%
z9_MIGRHCOuvaU^yT3@n5JvO?Tps9G5IbUp)_&GCol<bfsVreGW+hNKo@+@0DkK_w-
ziG@d8gx;6s8%NZ8nMv_Mnq|08u_9IV@r}nI78uir50(#M2jT+)j@AS?tCem=s_`~K
z(9p!el%0HSi_f2tt}7;{nggpMhyCqRZwIi#PJ=gBHUN>I@%y2c>O=Jde{95^&d4@3
z5F{&kHbl@tWR7v07wlibz=D+0)ap}Gffx4#=lq4q=TB$If*XQzF#;!#h@Sjt$!fHN
zu7xt=;!Y4DqEl@zD1Cy>kA{Am3@(trG}%eA?MBZ?U3srA;ZO9mkms(p-ZP4P6(Iw%
z!n5U&4@f;~h6QHc+~O!!hk(%_w&hid>RtSg$WVFoqnGar&5%qGM!eI(9qWQHcBfAI
zeYB33Skd$=Wu{q*H2^U@vsKbpO=%tEge!uqR#Rx05A%;@l}H;8gpOB@$-ko}zPrb^
zx09Q6r=UoNv4NOSJ5RMKvya~=`j(G4+B~>0I<WRZI-a=A{ptRTb5fmD6m;5tAEB*D
zJ*2@|`9;>>o)fkCJdF2eMCfOuf0oJK)`L*rppx{Uz~+hf*rn>Iy3aS2@;#Zh^kT(+
zE1W0ae?66^v!mGcum15L$Uf&@U3E0tq)8{usWEkFJwYr=jLcg9xR%1cIwt2ViOuPt
z@uH<M_Q;dK9sH;4X`Xk_&y-XAPU8w8;krsiq~@>J4bx8%PQ<4gMvw0z>iZS7^ow;A
zZ0Dddn;oRL#o(7$jY%#+iZRcw?&XmY-CVTwHY0DLR0%%SP4zh@D=Pnv&i<^N$$8f`
zipbf$f4&|f(;uQ|y&C{)^!2T>N>jKikyz}wudOLz%XdXhi#J}|{rm*FZ|qQ%)bJn3
zuAR;$h~cMSSOkaZ<O6;ryYY{GU8NOY<f`>6a&>~tjW*KNaMa5E9d?E>-5l4N!IkB&
zzmFRmZ0)=D#op>8wKgh6AkECGZ_L&eANhUpd(kz&68nNMefZx9(Op*4F)->6Ce&ZH
zV@`U}eQ;^aO7w=cxO~=ZCdylwR(<SSHa77mH1nGDJa6)0V{f?**x~L8b5WZud6bQ5
zN~ba1iFJ1py`N3jolqNAI@V;(B%(XNHg29vux<R;O5=|R00{95HIpB$WAG(?lP2W&
z)h!Q%v{obZa~iDOX>%p1lMaPxNRp0hQ}Sh+@uvM)rS;5wcqwLVM1ARNcMrZNo-l%L
zZTTtg7Tw8gSsaC$<xq_~5mUcca&$&=@|T3xj${k}DKVRQOJ}roEv)4HT9hhCSxnW9
zHTR<nPp#y5)0pDa6Cb=*G9y=R_u0*wL^_I)@=N;l<&;Oa@DQ3m{@xB)BCCdv&ik-i
z5t934haggSql8Zh>-kFlzk0)w^XPD#A#L!a@>7s8=p9G~gf~kbQ7B*-&Bz627tAa&
zHLx6M>Q^;$;IQ=2Mba+*kJ>qF^!O8aGZ|JC0LZ}?6o}69wixe>zKx997}x!+%UXiI
z=CpudG@-n1={!Q}lW4k2W6J3uhiV}YyeH*r+S7LHd?!cTW19Q-)&D-Yra8~Xe*T3y
z%LsSjzP+m(2psXY&|swOSa!|>h0ZC~Z*|u4MupY~y$N2s{&IiiMf`A#=UGd$;UI6)
z(f~z=nQ1|c)mZjV33y3656uA^gDP+on`Dy*f&8A(4HsTx{~5`oSOhbJuWwc^ugpWz
zO_{&mM37o&z#)YS^fKM{O3CF4dMMSPvuo`=WYLYh&SQMS%#C%Qionk{_aPK)&>Ev_
zX4EIk%?zkLup2f8eo=IbeiMBGB?(e=d~Oy&`iI;vT*HL)lYV$_lTruFto#QeY~vOE
zq{zC{(D;wh?F@fDYP@lo+S2Aj?(-U<cQAw$mZK+^2!XEt%xo3!^=Su_-ri1d=eL0R
z#LG&;;TQro-9d;;ze-miI<2~~P1VX2E37`EN^N4QPFHfIpsO#AFUGOYKj$#E@%ODe
zIsZsbMSPlSeT(1P8K=Y&q=Y%M)}H9uZ8_neb78q3NAOpwH}d%8hQsfoi*u%HezU#O
zFZWGupA~nr)1T|w=;WK9KidQz!{``((J@-edm5(qmh1D_284DYiE|l(Uesk8EtPCP
z@+M7d^sM^~%uGl|hb^`#osf8%w6yHBR6x9Pa4otsjlGd?nG~)O9?LJ&ojB+f{~S^H
zad!QkU6|7H;NIJeKGFCNS`2vxcclk?{?BH=g9=Xf!{chA5rI%&W;k1tg7Od%)0+QJ
z<KL==bv8ae?84Zjn4pIRimhuF)wLD`8v{S3wI#m|!gyF~Sp)GVlY!n>pE)uiL<)DN
zlbALd2)!;RrQ=38I8%@v{0oRqeUXs16ZW*8&2S);`bHnG-QT-1;IggNjB8EiYi9)a
zs!d`*t@~3F-m>bdY9Yz$xxH1X{)6<1wP0PkhQR7h?u+qiRo4hUMf=xJ6<_OWR(<Y%
ztzGdwD?=$C+ZiWWDcyU=+5Fe*Pf9?GnRZ}#WnbY8Bt0jYqm^0gc!uq{>#oyb=N!7H
zq&Jkj@=UOBE^v)V?o(J8<I7%`mg{iFWu+A<Ova}h36Hf->K#Su@b86_ht#r`o-eIK
z{3Z6oW2>hIe>6nM92_L8lksuI5~;q#GYSFW87JiY$OjtQi!oc-r)zD}=i%5_%WOC(
z)WN>nwSGwLTS*Io&;EPZ(RIBbd?CErU6!abzZ%x*IA?tjLRHs&e7^E$-|SNJ>H#XB
z+%e_Vyz4)QQ7d}P6fyy<T7*;Uv5Tsg9l1C3a6^@uC}lW;Wd8d?Hoh9s3+u7~*Ib(d
z0KlpCoibv4m^OltqnFhw9CyLnJXD?7X?Kf120Xi&XJWTpj&~>#5a;jLl|HOPkJv(X
zU98JatLvM2vrTYw%R%j*3s?lh2L8dC=rGj>vOhJwu>^YKQ@=8;zE#~1-6$IQl&V-t
z8$x%++ou$J$AWYDz+nvaE?pFHk;G}76d}~yF1OeNS_2OV<8Cm(UAf+x(J%d|Z+@gE
zzIDdrk*~k|kB4Q{Fx@Ev_FEk=9q%a8<(`Swv|<`g6|3H5P2Ry$R9x;g;pl7HXsTo5
zz?2?b@%+iL&p?TzuSYjs&YIGEV4qwhF_^!ox9~-_<cwcS^WGE}iwyzC@)CS%OOXu6
zg-&Aom~QoWLd0uUa_`*ZyS)qc($)B4;B$y`!U0iJb$$@fwK(pDPV5G@@Thu;iNshf
zb$RYJ8D5R<x$}Ce1sjOHRc}^J*I+8OdH%QJ8_Y!vI1ua9=Sw|T*OIfo|Kq~2g?BK_
zCh?do3PdIZ8I!^9*vGxclsv~d*gc-_T&Q>YMZfnt#izB}T9|?NPXbjox!Exyj3~5d
zhgmnuw#7cy=6<gIr{BG9jET~e_t$92YCyJdUAbwPGMV0k0*?>MAo9YrE`nyMAyX>;
z>++WnMxN3`cZpHfG<ZaZAGY&=X_bQloNmPw+xEhj-gqPSlTS*rduTxDG}R2T*xi&@
zC}ErRS}rTj>Y@)W@V3}#OIu2#t+ZpLv`Gw`!4m(lFD)gm|6gX3yg7YgwQV31d&yq|
zigs-T7XXSqsc<%H-rLC(2LU|sjX?$vL)dq&INitvK+p-g7-f_NNY+DF2Cwn6z3~&s
zIEIs1*~uYvwEzJJRB}=vkar(QZtN8jW;+z|5u#W*0J{|59@5-LUC-QJ@A7J*`v{N-
zoR4zKvXznV+bl<>y&?!l7RkV6N{7G`VVA)HaUhl&+Nkb(Wqs?(VxtlOl=mCw-ab@i
z=M~Ze{!j)kphmb=Vy==hvz*ZZNE9D}UK(uy1De{z9aI-RaVBXS5K<h^sRX!47C^`H
z69XX0zhdDlm7<=48{-O(*4b~%x>EJn_@injq#kjf7=7aZgQwvKP)kg+4T8GO$f#wD
z2{d{Qs8t5R1~sw+e#L<315KEA;!}iXolxgoABQGT3?!4UV;*u*1Q09MecA$h6^nJp
zQyr)g@6CS;a0LKesT7iZns5q7H>=_=R7qBHhRO>4AYhFq!y2asz|VLA(+0V0iA}Nq
z_>{Ko$`J2XX&^J?PytdDP6$#y&>iYh{8B}ra;ZEjA-n?Ms)!`Nb#E05s6A1Wt#atU
z6Z?BZny<6QL8&q1LL=mu5@wgFc3m@2m{7B~eP46OJYcN41XyykO`kzN(ff!=PRMRO
zXpd<I<1J>JZeH|paP0mEqPlsWS$XREn6SSXvXddkl?|c|zAQx5AS}tl@FrsNcD3Io
z?CO1GTo%IGx1$pST%hK{JR3V^tBtYR#2*Y^xxWMnhw17no&eynst=l9ZQjgmz2tu+
zGxq$KjWzU!4kzBh7z?&Q6TfO%T2!^EcYikbf^$9Ka=%TCai09&nA5rvGfwfO>yE1f
z(|*HaKo1<Hj`7y}C|bq^Vvpf|?^HJ11B~<e<vg}MwS-0NLyAbh9S$!&hthSud3{w8
z>3J8OeLsNt5`kjqC)K0cZdfLsb}*|S6?pWp;h5pTrzSzoP{A%S#MG(~)T{JN5hgpt
zcAYR2Yd|jUsBUZSxGgaQ%bW0++1#4XP?D~pjbyy^yE5_Ndu=g8R2j5-t>;AIgpyYv
zw*6CKJ@70N@zs?qDP@JoC6G71&1E$S-z-PH@1oq1F=Q9-#8N9zNT1?+?OqRT-L$Kd
zE=1t%jpmd~aVp)!X*msNO+#?8^B{g(nzYVncoZw&4)Ai-GwzxBwNAW@`)eG~A9+)V
z<LDP%tNbwVRyR-(Lf=C?s47kU9*juF#HAcEb<1)QfG50>w74TQeJ3lm(0t|0h)dlb
ztuWz(V4CE1MF{KGaa94zIvgyFUZJ&~!xh2JPOpty;)cuy8VNfPB7dS6*i8kR#sW~x
z*IR0TPxUA)q;g|UuU*8Ku<gPh%pwmMSsKF3!k2zK{ciu*<EynlOyy~@9aN6un1esZ
z>~>Ne;#s=N85dk2mzuJ@8Fy>W?l9F=F2XJqE{|$zVucSXfd`>JsEk=u)tD78?)!bs
zBUs1Es<i^{KhSv;W+mp{SkmfasU=&YL@N;&&a^ynB~7szXaBLM8r2HJMG)U-T2Ivj
zu^ekLF&%6W<oV@DW*w%vw)PVVkHfr=e3jZ@uZ<7_?vZBwAc*rf!+#)}AVIfM4tcxd
zkxN-&ZpV`ZfV|KKx}FG<TD4{hGRMAM^zkM2FV%QC56gG=AheM&@wGey-YSSxl0k&i
z?D6G}?1b32@DdMF;pOmB!M7HX3H5ECwAnQdn+f);z6xkjeKEYKfDY@_EhBbe%11*b
z31@V=!&iR{Y8of&cGB0z4y7_lOp~!q!@q9iU<g>faNqg4$+4A{M*1}N;kdRSF<NDJ
zWcIaUahuJrw6v8t1eW6SsptcU!CnYgJFI7zCQ>N3ug~@|-(}7ifW)|?TeT9oEduit
zAtc!!M(9ylm9U)GJ%h~FYIMn?&{3}`F3L9^8kzwt{C+p;o<^&X_Mc&|=zVrR3xByV
z;^20g5LrCs&fF`C{!*X*dDxixA6sXCbwZ;O)wlwSZhf$lN`z6)<1hA`hcB0E3cDAW
z$uI@H`9o;-gKH^2HDTVKMn#eDDy=iN{50PE6=X)B(1kBzimfIcFR-D}-l7D!h+vjC
zaKY9EjrUF2h^8Of;@`pTOV+ITy-W%+o1I!WkBVR9<MdR=g=a{dZ1AD5A_8eW6YgnT
zbb+QCi-gSE;r(riE+&PCGUSSNk(_JEluXIF-`(E?CY%l)<OUr7n-q~B2YEuT4AQdy
zzVJa8(Nh9ihLTG|Q;x6v@6>=S27m)#kWrjWXdaZ^@X%dK*iw*(>O4$=2jfXTrD5@7
zyMIq0GJ(TU{|)=&8KE|@yj^y#$xifwPGjoofV;)VRif4g+Q3YojvhtB+v1ydY0Epy
z_;sGD`OH!0<jTGV4cJ_7!a?Y6z4p01Cb@G)v<>2ymH)4+whkO6ZBTt=%U<*t&27u1
zP`;I@ZUj_RE3BL{<1`h^e=hout8)+z@sqM@m1OfjQfBH}>(sbo^Lyz>(`{}Y{Y`W}
zFKM*x{n%a^>=LGKDLqW_BkoM#ZZ|GsDf{0=k&n-<5=hmL;(%k#`(GQuZ6v|kULUlw
z$=F$X4&9eQrUWVtU4Gnt3gFr@aY^TJi0MF!;?3tQjpUc^9&KX_*jcuwq0<||B=Rpm
zxkrD>zuZy;`RUzJi+=v+*hoe63p0QFD<!8Gdb|MACHJ*|6<RxZV4X*px&Tc8loCO$
z*GjnZ)w?JZmxFJ`9ONo%Y51aMN#j>D7rt;l<_)-wQq7;Y-HV+ESWI#hIML6m#~iqV
zHMz$NUC(u*cotaR4JtZ+zoQD@b~4}f7LZKud;Skr@|P&@AkGlE<|tDrp_~eKA(e};
zNn=S)CZF!+@&s0!_J9`EQ^N8Iz%UlGB<d$c($D&F8Ma^~JvA$Slze%tC;m2SQp4sI
zYtwTL^h%{~ugs|o?P16#hrAL7`)}VbP1oX&nBO|4AklB6XhMV$sq?9Wsh@pW8E;0|
zT8~Ly%U1i~G%=*TcT$+q+yt;r*`m(FqfF|7zd|bDGG_7L!@d%>BJTKSdv7leWLHVN
zMJe9kmZ!A!@^hc8<E2ig{klvtye@khlAz~^>U7ABZE=fv(u~pjT$MUKeC1ZRb0OaF
zNOKWSNN6jH`kgpUc(QuHIh&?#l9U3uu2GSFa7w|)7U>x0=#14pV#x(%mE+34Y8A=^
z!Z0(G_Xo{N;pQ&Ivqy>lzWQWehsv!13k^V;<9C0k>P9ap{n+J+ywRg7dxcLP<o-L&
zzY3bGACKuS=~hxrS})H*(tVlJOFY;rbAEq+l4&ygxu8{S=LV@_ox4J-$nD6%05&e!
z?qF)neEW>#rd@oNOw-$aF*tt`Q^4WQ(b8;_kU5A=N@{b#=2}OpH`b?X`xiYyylmhu
z?OM}ZNZcn98jaG=21!`Ixp{<Ba=;wV?#}n}9L0*HIoFnr_zW(+kDU3pQtrj-pn(1K
zQ3P_MCfwXA91X0amzi)hsMZ|ozQ&s1mf-5rWxO=5|3LTZff#Q2*k4(nKdfXQ8b5`8
zbbElS?o0ObKiym6ThUp6qvugG{l=oumFC;`B+`p;1&wOO+Y0X1Bwb8hldyf-QU-GA
z<P&6LYlWrZPUdF^6Gk*jk@7ZvO}fv;b;1DHQ2m&nEf-7GWbpe+g|U4{PW5@V@bCk<
zfRT+%pyuxE0_3<d$>KI&%IU52s!1h8vXyr#C`;R$BS4ec*b{V0T%mb@o9Vi8O)Gb5
zsjy<jTn$0}f6_IYz5e<JB>3n=Sw>84m^B^cf^^*Lcod{Eb;s=#X+CB2#%#6>Ha7X}
zB~=Z}_iyjoDsRm8748LdTub1ngQZ_J<04D*VQ)W(*3K5NQhlr<)lgn%;?{4xO@V(h
zeHH4V+1Q+Qv5|k6O93V=0geTh8e=5Kd9vJ754Sj^Mtg%VDXx`zB7cVigD6pdF6AO_
zW{tkG%xu$d1PxHLJ(*=#{;<gIa95ZGhtyvg`_#67?J<{yt>!1c?6QsF^GODt8F4pD
zIErGGvKvE8``1&IK59Kr{n}i)d46uo>sSyshgR={!wvnz_|k^hE4I~Od=3(v(<{tq
zr`V3qzlFoQlhRu>^ma>VCDHY42lrrT`s{$F_gP}-n*4RJIEVrX<$SKe^vLLDB=`%>
zffbPx*3~V}N<6Zw17Gt%(ra{}sGQQkv_Af)a{CAB21<<;X)s=-r6cv%b*GW^m~kc!
z-H+R{MJyh5e8!9*@-V=j!s)fO^M;<0jp%WNA7dUXxtPv&lfpeta16RSt`Jkw>!NzF
zSh-oHmgTHYD2Y0H7wGa?NfGcx0elTbQJNr?-<tVL?^mbZs;$}*k?r~{JdyM46C)}$
zv{<Rriz9DEZ(vRxypy5}9$f1!H|4w-p4&MVnM71M0a4A19(O<A)w6~&fym%B`s<+m
z`_B-=-5mc6H?L~Wt96v@p5MM1yWP2B-)M%JovfTxrvWMY_UEgTxep<ZvyIJdaDRqc
zFjeWRTj@r+Grw*bqI$njMCUzATyIyk;&%d_vhCEYS*noJl<?TU0jar9*)(4hnWOW$
zf2!8LsrD}PC)%(6QE^rM`9_=9;^X_8r0Sanw`b4A5Rawk&ff^&eR%#eu|F1=2)R!Q
zraQ%h@UZIr926$lHlb;##jc{E4&A(De7m$j%RReyKG{!^s}{^Neb#ZEbfOHs5bnlY
zC!#x^09$*R??i@tL_%SxG%gpq73+umlb&ub7>%@^$yFx;t-N*YR;=(1?`lI}JNtmQ
zM*5<g^hM$Cm;~~-lsPHkz0WMNXP7X$S7Qrn)lrA8;bKEjZtbMYJt1**cIfsxfwle(
zD~=6VwMs392w=fAOHPAXF8MLvguWt1Xixo#xv3S6hZeFo+XT_Ry~65U^EVyh{|H3l
zL%l={%)~28mL%K|9Nwf*mQ$h)8JSVTGTpI+kYh_bZ0#ul7q?fTE1pdlaGiI7Jaq%{
zE=_x`qz_ck@ubF)788=UkjZzJ_X8oUS52?-6<du=8P+-zIjC+zS*=(^(&Igm40Dpk
z$=W`)C?JR}AtADuSO7Yctul@*3sgu9uF%~=uM7w((Q*0F^oR$Syn17J(5P>FTV?E)
zPV8}!{EYPJ_5OVsCPji`2(?q@dG6{jLPJO9PjdbzM2ikz)VgcnF<f!i+NhbXYdvCh
zr?pUe3xvlSJ{>A7?4KFlU%u-~>F3C#FBtjE%RMy1r!$I}P-<9N0nNjX5>F`|k#~wl
zO{NswZ?+$3h!b6CR1HgUW))HFd>a;BbJ$LyLR@EglTZhhw&VXq@!b&7MXrU?Y+I54
z+nfQb`Zf5tW7GZ&E~WD99tPr_$uLQsC>C5B4_tZ3sYlx;>Dv+3FYcXxoV`VVzVmqv
z4gXr5<K}J6cJp?oZ%w|MYFDeGjFt-6;V(Q|C)7VyQ+Sib+u;Ob)Rgw$PRud>+lpma
zyI+lE>2vyN`O<)UwBdV6)!Srwmxb_);$$?GTn;Z;2KdL1dc!dbJ>w!j2c>c};&aqq
zt5AI+vgJ%#jfJ*O#Uenaf|y8@a|me;a7K%WJF*_&gh{lpaH^3{{M+D)K)nwT37BcZ
z#lLEv4w5b3J{Kpha@(&G{sHZxkaUjIWZz7GTxV{S|LZyMfs8g-*WG1#tR?-{D-`$h
zgitez^yTgdHb=x3e#X4sk|!D=0-siN&YKSWwHk$BR`hbTy5-(F?#Db<XnR3wQ_bB9
zTM-V*FIigLHf?B$ey2Sup#QmwA!G>6bN|EO;^3bqGCGtkRe#`0Z)iB22iv|g9psfE
zXO(IPaiHOkJHIpKnZ4;1NU+%SS%)!9dbdcH)hm8R!VOG>?vU&RZCHl5AK0a-j!_mh
z-#`er0pW$8K*ZC43MD^y)-PEF#e;>(t&^WE!HLmnB?~*5&LmC_5XLyh*Y9mqfg7RT
zS^!*6%8k{bI^d+-$eU+mbd}xsz1Wyuy9^l${v~WHdRIb21>IDk%^>8rXBNWW`pk-c
z`p6^Atz=0<2}Rk=G28&M8A3g9KF2Iu{BiKfLcyQKsh+9dGYjFIIH9_9!3;06AlY%x
zrqQ>CyU%Q~1ICf$9ff3>w|e$W-0*g%<AT0Bmgx>wTv46&OzPN)PPVp<cj6DD#1k?s
z%`qG_xbI0JTdkFQ4#QQumqQ*N#OaC9OWaEZk08S9J-ccY<EPu5Rhf+I@=j$TqiQ?3
zHbLsRvenS&0RN_GTZxrFOimU6x32h9c;-*i)WXU~ptQn)m~Vu&sZ_kdWgzrfAoUh6
z6r!3h4Fq*I@C(&96U0~=rAN>Y;r<t$QK9%}ITmk#%;&{gk2ZJ3otKGe<)$7uZ(Y-e
zVoCLmG08Boi?3Jyy!>yK;?(L9L)jDj)SVeJ^*>C!qn}gdT;*e4dA!kIFVR<Vyar@g
zhHVAVU$@_aWZ833e~`4l@2;&{1le^p8tR`&G97#;`*cTlxXg=Hi$dKpyM*>-Xgk;t
zv1FzDC~zePw8DoKOF%T%#5W4Ky|r9?zYrx-^SRmGhF=VUCSQvvK%SNb{?@@SsMXxn
z0?>?G#vzY_e6U|kP8LZQHkf2soKLqUqFwTm^8!2%Jti}uy~Bo{S-<Z|{z#QOAkvuv
z+L6}r49sJ-gnzfwM~XKj!rkoiz6rnZ@&C*-cxF!r)a2_-KmTuHM&v<88h-EnE{Z6$
z7WpGH<JC>;^)}pQKrFgHpd>tqsSroh`wY%9t}F;z0$;n&(EMWA4AJ~U)ipH#lt}B6
z<-DM?DU@}4K6qfN?)SvQzBlj0C$vnS2T=9!AsQTQcnm5G<{nm=HBR>5=6K0Ug~n0t
z{&*~0N2)1ei80a?XMAUcVin`+`~%OMS?M-ny*Rt8KbhH|TFt6t=$c{PIDJTVbvu*G
z=uzJ>O6~mVWNcjf>zIt}wrVh$EZ59@O}}<#!LdkYogORh77BI2#PkU}YMf9L7jh-M
zJQ?6PVGWTw=IA;gpXlSDJ#`A4dUzksGwEX!9cVYA6&#ry`r!5+_F0t6S}3_AoVDd$
z%C66E3s<g3q*Zj-yWaOP<DJjI!j(?IgDEJOZMoos?W81BxN;+_qgTj)|GB|);%-LU
zcf>pMEl*n}zR+)aD{{|WMK!?z^r@vU3>>(c8#8Zu-WcoZ<2D#E50>ih4fWwWmN-N_
zXdew~27165Z<-qd-H5j}i!{1`9?meYEjp)0;M3r~S<0^9AeduSl<~$6E5AsZ72hDF
zR3}wlF_^vsPgxH$gHcP}f(FMJP1<)eALppnX@ycMK6YB6_D277!dtDYO`M<aS!AN0
z7Lk@m;}(*{UnHr7fvRdzq2X;@Sc<-u=&ZF^UbmWsq7iz1%?*S&J^zzU>*b(N`FI+G
zV|vx|%d|KL)PJD++Y)|(YBid|)gL}q+vaX%9=!GG%)C{8e<K*h7VTdh54J-kF$6up
zzU_>=c{cv+D`CR4bU%3VW!i?5MLnC0yr(;(XCZ6&zX$&^y;e(Xr0?fSDDGiaB7=BQ
zIPS=vE8~XD-)tlQp1g&LjlkYq`Hab7hpG}YW&Uk`{p6umlrsy&d&<RRK;-Li!PW1;
zt5YsheaWF@BD1U>yZv6Y{@wHvD#XQ-4G|k6c;h*l@jUL06yI#Z{CxG?DK2!UaKD65
zRKGoTUn1L7ddgASzm+*q_3yc8yb?S26sw=$Dpbc;VO4A>7}7eDMi@y~{MRCt7~(N;
zXbZK%V&c0qLI^Pm>4{};^}GX>uIz?K`Yx$Q^6JDQbn)3);1;~?uW_cBG<BTahZFz!
z(8?t~28N<%`_`9e&~6IBOg?mIpQwTcsO44s)aCbl@!?0#Ap!=~9YX&)&__4rohj^*
zW|E`b4AqEUg{LLJBlk2@BIE=91Lc|ngO;KgaI4Z=-PnJYN;~P@iOVp@yNJoUYaWnu
zNdjM`7}Ks#zRvpHj1}#tVEA7T*U5@IDj{8CbAB}Dg_HAxaxwtb^CIIa^STqY@+l@V
zgl)%%x@uuz@;Z2K_tgyO*$NKdMXyw`9uwNjalbLK4N~}#gerB2+ahae#oM`ZPW!MM
zc|=Yb2z=eb8N4hi2Rm<Pn>|Y>VxxF`*1OmxraK&OOC?E1^|~`%o9)QbLO(3kW#Hk-
zbHWu89}#2=3ap<KW?mVI(z@#sJ%6fh122FNG(kptwA98;O_YQc*>EQYIR7=78||W(
z8Kqc-_Wssp<4oR1HEjeD75QIK$Ab0P7)15w5YdLz0sbF<D{N7S_ib8epdJa^Xa7V-
zuw!lFSAZhw)uVZJ;biwD(O-}raymm9t#I+O`^Sy3%1?9O{UywgVJYnemP-9@*}&H3
z`}?Pt@5QQ!T$SWbtsch*9m9%Q)6Aa)@vkZo?{$bzF}%c7roGiYq}Oy`e#Hs5g<Deo
zlwV&z1!bH5gNxjL^JbIieU=eI-5zXe+Mp&qeM}ke0f#zLJTS~tQ<6CabJTbx3hMl=
z8$1oBpB5x#^rU8_eN4WN^5$&@!#C@GlY6{DGCetBdtmgnUWxOG$@r0d#J+aPa?gTY
z;zhT>Q`Tt9$dsM8h{!tzzl8xBV5t1J5yv37X|=>3K|IyG__j-QubzO$y7(f%BqPw9
zZR0Gla;i^;U+8aPDnG}PJz+v1^SG}A!N`Zcfb1!4=7U0S>VhS>2WD$EBSw*VXVj&T
zziCqBweZGG<i$kFBzY?ra!K`+iTlKw{q7&Tgf$Hgx9#J3G;t$dJPYz<-??mZ!;uq)
zVyFXW=0d51tl$I~ld?7M?xx11KlLwee8qE8$b7ryKcC+36t9px(6j8Q|0`rR8u)XO
zn=@6@zt~x#K~_dc@7E|;z%#8}F{1p(hWhkMEm0&lY(^g!<HK+(X5P~uc&ULxir$cP
zsld8hnXgc;sPoO=UOLnh%Ks|r1UZWp<mLsv>|Ter)jzN%$oC}WfSTh7SeaML4dJe8
z|4d9+Qg$Mbtd;KmDH63~9X`37wLgB+)PY$~wInvOD{M^0lhI%LBG7bB#5(g=X-kqI
znyif~vY$_LKug0D_$`Wn3D8Rpt9SM6t@%n>ZXO#&8)esxPX%KHkxL$fCcEP5P^%*}
z$Gj&{=#8@w1?~KXwBA`atlaYt1BV>a@leHFe9xM-Zwz@7GA6#;QqgkMJLKZ>aN($F
zqT~tRiwi$C71E~T*I`692_QJlZTkMZbopvF$AeP7L|?Pn=!mCVrI1*WU0Du+G6he;
z@tjxSN?BKE>1bf-C9=ng5?j*$FkquDN&ITPCF{ThJ690n>(4DK1SGD9(BX0CD{-9!
zlA$C)GPP4}5-gT0+pgogra}~1-n3mpzp3Uvyn7(3Y6)!gLpsL20JO=KGxM`p2wP&*
zug84v8I6(L7u;!6vD|0e(~&>5S^C9^G-=BPLBqqngp_`qFfq&Ve$647?UWydm1UP$
z3=~b6`*40sYpT+&19Nuz!_x&bzVNDx;4!|ko%{XuL9i`*-ff@@Hfz=B%I!Q4s{kzQ
zza;;D)iFTbVIL9~oapD9q-3ui_}yDC`hrTGELR?q;cTowv^AKOEvn>w6>#Nu+KGQB
za$BkbJa!l4srt&jonLzli8kROUnR`EEO=hNxmo*27NO0d4M5TBW_tHz$TFp>ippQT
zpfmn#fk<|j1}A<cn$tu$UdA9g>4F@vAZ_{@_e`JU#QvyeuTLlpw_B&=cQl(kifksh
z5D2C!b*5ODwM=+vSVq6Ay6`2w@7`p+R3p1<J(2BUb%D|g>mbEgVt0K5&koGFnnm1b
ziPsdMv;=&G><Rs!cg6HapQo3b&}TP-p{v&W*Zx1V+^B9|#_vzFYPuDsG`wMu)vL3)
zwRDg@ju{C=cg~CbKrr_*|5T^`^zt>GvC%t$QWTKTG5l>I<j<R`7Xr!A>_$K>r5uL~
zTBQ?=d^m0t6a>c<h5Xj6W8frh*oTE5EY^0M99iuMCu{|kuKDns*_#O314I>69rl=Y
zzgF*LFe^5?ux)&ur%h*4Gmf#@B?d>cMh;f2jYHa_&;Q<ZO$6DjB~dsf<NBrKW9x~l
z+Gb9kd~kh(JW4KE5<o|YEt>8Ixo!5P5q_LjH6=!GzU`Ga3rIj+$6=8KH>4QR@S`l_
zMwpJtnYDM@RrK7$->?WCKzMRKxU>^@Zr}?A=8%7%%Sq~oKbO#_=V=sl1Ph2S=;;k4
zz~2PMtxIvhDRy+Wc-d;T<P6?9R9{MVz4ja2d!7>ZP@?1yyiQbc^5f%I&=dr%FK;IC
z7Qk`4vYAds*us}~$OFhr;>5-yCo(}+AW437rcNOi#xL8?$?7k|Uboz4;O?%zstuS~
z#bB(bdF12}Sy1M4iV5CIVr7*r#?4H1*0X-4Y*sS+Oa(`0u~wFuOZ}Sm(61urtaxe{
zr$z7n=M-P+z)GHuX|l3UQGub8laao%|AAzxGc4fA>?#Cd_q2$H1Iec-OoUfhGt*$5
z)1@!E5bKUl8AX+%G?T@N+{_cdyMq`BDqj;XPkIwFy8>+7$v|B|?iMZnK6f|^{taP0
zmWg)+c(oPVKmK|^QOU(lA#<Q}#r~1A46sR)FrJr0v?o<c0Ft@l>j?3WR8KT^mXp1=
zu>G8hIXfiIp}sd)#-L3FNNe=6|7IA4Zbb6>l?!?=Qzxu^$j$l>u+Y}h<j8pny3ZdF
zBI(7rv5wsXY_%z81!1xS3i9LZ?h?~qKM8ClKV(EGj6U#`8>bF5Bw(=qd)i6;@gjt6
zy5MC02rc%9kw=$;vyAOQGGkyI8hj6v)}2efaA5wD!n<rW(ox!F)6&KD=eM2#F~l&Q
z0#a%x53YAfOGyfyoG?hWEZcsPj&}E4E^f;Jf>ph?xcJq6*dTYna`vkR>Q2zsQP;s7
zHycu|dnfa(Et8zMpE50eQ+eER<R-my;^?&fxr?-ELwe6$KY-R^{r-l_d%HVEakmQv
zQ>lK3K_ZZ`Eri+*QllN6uJK_~Ji-E{+d;TFTNwZ)BXvF#52jePX0fR3jIE&FC?FVa
zvQAwSVoegUyUZZM`CB_4ldjCgcg+w6#~4ltb#n<=@pmJxw~24|Cay+htCzWQ=Z2L?
z!FPJ|k^R(j1L+|QwH9+E`dm7aDfD}NS_E5c@ww(FiJ<_w?V%6vN=0#^<8Ei`#A}r#
z>*a<W&(M`>ACBM1sF&gEGiT!8Sp_T#INo*p-85CJVrGC%R5YBai2(z#o|o2A<C)Ao
z;0aw)!&gGQSNzI8L&0W4bv$~Aj0N+ftl5K9Tb)L!2P_Jn5w=uf?P4_<?IkqReYk$R
zDu$WP-aW*TqB<!)X86c0zOd|^L_M{#(rWc7@V2o150tLVO1To0k{#Y37|Z=LZ`Fpy
z2rsPQ7eOB5X#uQR_M$4_+jni%A0m?DN>Vq*tD%fHl-S_PgZhP@$3DT*#wy=76EHSk
zI5K>exf7cd)KmyBtTB^Hl<bQyC2uK5VRm!REdGA(YeG&W^>m=yYHB7cIrJtgf3!7Z
z+}cX~7-F$0Htr@`7;pNAsa?(UNxP$ZD+;ZF-oe^~W0V!5?>U`))(kn8wmp`@)S`5t
zYYcsQvAQj9&r5vEDn{$QZl67_sX>1fQ^pH{M)aMY1D~AwJ{m3Tys+f=O*BTbfpdud
zU}h}4fes`{rJ(3ZyjOQx-LhXPEIIhFA<K>K3vZIhvSgIf(U%7T?lQ7lnLKem^-}MQ
zS{mN@+4R6UF!m|zF{@cpzw2JKg=vFRsUnVLHx{qpiy$I8R3~!?u_X?^Y0Ze^VYq(V
zC7rI@ZL<9n1-8Z1+C-4xwP2P)vQWtZ%p_>VHd7&iVew6iOqt?}5c?hTq<-WB?hcNB
z41IFXse}fGiA(UFugm8N%)So68YWB*t^Nl}=uj|ob`=g%sZbG_OLn9Xm`}M8XUMJy
z9uqw649aq^n!P$L2E(?vQ}wE)Cb7Xr#v`{G-?1x^o%Y(7J&QpvCfnle9;N9{6b>nN
zIQO|&Kj$J+TBbV_jR_K4T_J%0ToNnBiTnu{KcQbq-;otCO<%=*9XEFp6srMM%B884
z)&zWiTuj?$Lv)^E)wQ~6g*UNH%6?|_+^u%^*{_7*KkPxxDe5babf-zjKr&!7GDzuK
z!w=EhBGr&oY7V)|o&BpqH`S{{m__;iW!OD(qle8P8kqlP$05PT(=A!{x>~|!eYSD#
zKiLN<#sdMToF|#%QZu65Q~SIRUB6=z5s1#XJ4tAf--mfYd$7{ELS3yTWiWR}$jE;n
zKahH5Fe%1n_2P37i%YrV9e<0%r1x~3rf|?^_VdR?WXEFin=S|+8G@vex^m(d#6~Y!
zj)*5kG|nE}*C7Bu_&%-UIq-}b*68fR5IOlkoC09MML-b&DqZOM_uFRK9up@(PyV?-
zP+kuMtY2(_cg6(x6sLuI5fp~Ee8|z2B7#Wx7tmp_9P>$Nd<fNKkOxXwU3uKv1zl&T
z%Ji;G;`!=LF>e@4wnO49l5U4hjw3)m06PCu98&yg>K|4*Oz~cjY6I3MWsS{>MTdDs
zt0m%~?K1rkqV-JcC*td3fbCZVp{L+Mv8?bJZ`>=JLlj_CMMsW0nbiH1AN<zOleb0@
zTI6rqzY@c>CLKLJ{pU}T*@W%2YC<aJQ#Q$Cdp3Giw8CeiVyCIkgbsjpne61vfUd~4
z%Uj0~-_V{gT)A%`TU`t7Q@8h7u_CJ<ZPp_+O+*_Rdw#;@pw^~A(m4Lr(3l~*o57Z<
zHqc72cw!BEQ$u1?0y**mSvn>-+nu*=10%oZW=JDjF3zRH>yhQhdA_x$yWPBZ7dVbe
zIA^^m#!i%IZAjhQN)8ou1o$j_nv0YQP~CMKxcqBE10lngSgi<+4Hh=G7lQn#a(+~V
zTx5Sx5?12eEi<q@(P4Ek=1)#SDug<Pxt!f%e{4md41DPlru6BQU~kb|N$W+}?16=0
z8J~P#tf~TXq;)Vv*w0|jOS@prMc^L|DKVr^-ZRAL_z$0TezBj^YHm`HQ%HgKxa(JL
zcb-YnDRivDn`OQ4gUF@Vn%nn6a=25~lzc`yU%()#5*l;Khq8yzx7L;r2pv?(ZV3(r
z2BX}V4i-rC!Yk|gT?W$lQ8i<BX9T!(?>A=vr{cb5^$UayBQH}48MQ^i)wu5>Xvb1K
zEv+pvwc#`RCK$D(gjl9;#S9eQ86X=p?Df;5KaLqF%cC&8EvYiq;b+y6p_FZ6{u^&`
zK1YT|BOaDJMOE+L&xYl-koy^wA6XZLEb$Ezt;{zTSQ(vKQ1S6|umuU<=8Cv(z71T9
zDl>a5e;}EPTCW+q&WYI|NKj4Iyq+Z>+UGV(q-OkTlSunm00hK*K|g^L5)j)xevs(p
zjvl&5RqJ=@(W3zYc_L2oW;U?{Yq}c)91Gehlzti4+QsL3aI_g%z}D77TJCSZ_O4Uh
zRegvHGDbq^tK_(~u?2&WY?aU&mIDY&5>;*JNv<xA0t-xbE8c}HCia(AXYx@GByL{1
zrkY&gomJO|u-wQ2NSN(Z$hofTk?WjYN83BPk`y(NF^8w*5OGcmTql5%AmOYCxnXKb
zC0ni##SC$Lgwk)iI*B6>2-l86um$gBZieY;^<mlDZB|_f^s!I!NG*1frFu(uH$rwP
ze4P2NrV*~u9ZI)FZNA*&yuFD)eb@`GI$dm(`>kf_VRKhk7rq+OI)hEn(P(k=$IBu+
z=vFoP4iNXDx`DVAy;`VhQwf@Q+mi5YTuprODN=<QU*ghqm#w|NzNpQ_M_-8k@8f=2
zrwaqg*Fc>NbT6p-`Y8@<v2zuZRLy0Vdi~6VC+vaCzesI?3;A^x=-tp+b$Pg9zgv8!
z=eosX{(<3raXnfxm^#ryJwMZFAxADpjt2|-n>C7vP_iKHz$ZneAIt7d#(1T^89ZNp
z58g-@r-ZK`3?01{{RAdjRl+kLby#(xf}BUTK;C4&De6Xn6Ep?n`MTJ@Z?@vWR3*`o
z3-fi}+%v*M8>UUH4lC^{P&XHU!iJ33>K<-#&Z+!HU{C(tippe_Qz;QW-ETX(g9?r!
z`l!sL{W(m_)!xBV^-?pD+tGXV(~r4i=LyQ`to*vy+NFDzK^W@@L$|29z(6LAc~{Vh
z2&3<kL@G|9i!;#l?F3P^0v}_)<xidRXIgRQg^!p()4KI}+Z|jJxmq*(?<bwt<r5^T
zP%O2;l}<iV$PqA&o=yXK>fzVw&i_bauEXJB-~$_O<VidWT&`w^u6F5<;PJKY_tf7(
zk223%1qIo}C(R)Zzvh6p&ogX={(qnqKG3be?3UsrSvZ2#Sj#h`ukS~Ck8QTk5IW9>
zTnv_*^N4ke?L^CC22;i~MsXjfA{D;I^H1o0X@c3?crO}PUY-lQKU+BD=+RqVSs`7$
zvdy%#30l<C`+APPZXRYJP>7_%<yzYO7nq);<%gTzOv~J|Vo#3&kLd*RroH8_UA_uC
zVrj@?PlyJq!Mn6vz`@HTHxTo~FK%+y>70K4Yv;#9n>QfEa=6iT8C~uVKZzc8=49>F
zCGuX~WC!P8T@fnqrsN3pN!9l-V0K|(+R^(yKSP(?jM_?@FKDi->ugA!cpV{F?yttq
zpJJPcC=kS_SQAiw8W5Uo*ro7WCZ7PjY5j?Vw2I+RTF*I4KyvAzM0QdO`UWFYRjZ2G
zifNN_K8LeT2zxczZcI<}B>A(ECX4s^3`y0gzt`}9&6Ps~pK&L*BkG|oE1$spYnlhH
zH!6kmjuLNV{A}SoKF^!GkOs}Nvz~yS(o1<AI&<@pcVm?MDvz>;lf&aO@PXy|d2uSq
zV9}NDT5=b<u~;w`8`E2T4|n#6U2uZ>*ut53%j9FRF=0-`%SUn4n)7~DGp>F`Y?sA_
z6D>5R;213&DJD(B&hJJs<F_c*>W?s@bIG3MKM-uDe8FO2-lC}Ji`c?KpBSsY0D_r9
z)fhz4WwdhllLYkt-*-260}VIe@y+a!)nD~~L#=E)6(-PiMn*x%j#@V=V719RD@Ma}
z{7Zk0(d$L6JmhJ%Kwyf$Zbr5~p29z5FKseB<)WLNoi*D@@A;!uA2Bu~OSv%cYk*|;
zIVWk_X}OGS0oX%lsC~8~il=6xNRr?HHkl2Jj_~ikb-d4ag;s$01N)J^Vyb@mNlJxn
zyyme`y_4k*(CrVfQ6><De>Q%Q8(b2@c`fjjv;6I!laUn+)hES0>kl_t*uqeX8-`L`
z+JhN=PT1J9?h|0>uwlFtE<Ad_UEC=fB(a*~i|F8~!z`uMWz1)3@{IP9Rd}?z!F>fM
zp}AEIl>v-0f-R|YjK-mM9F}(@R`jX8y>c-LuF3wH>+y7D;9vC(LWS2v8N3A7&DF&S
zq6SBJMzPuUymwV%vD%}$Us1xVDsx<~3$O~BXWUcA;(n~AJetizgVO@TJp}zvLNh7_
z8g0hIBqCu`_ejQM))KBMP7c)mf)I|+0WA?IJZ5#UB(fVZ{mqm+&=67oloBs8N$b8J
zLH0TOX&AM*;7G_*T)8pEy7$1)>Mz>9O*xr6GR1AHp;s1RiyRJc70fIxuS*7wrH^wF
z)v+|V-aZ4Iw%%+DZ_E)RJ&`cfE57DiHrm<2U0Lo}bBmz<_InWiv9@SmyE^2v(6qU8
zu!StC<T^ThS_;9txwEoq{m}2jNk9AJ@f&{oJIkwzJ&G(|7UO}7WVokKgu18GnS}bd
z*8zc6?cX}Tws;m|6JnZwG|dWgFu+fjW|jU}D@RI~S3zo2#2(<kU3q9{r`?9iC8Uxo
z53PlbkPy}TOUuO^BA5pAC<EAu?`Kv|++cN=1Css&y*2LR!dEgEn+>6Lz4aIcC5!w0
z2Vz#1=3Rk(VQ<<y(3L?lq2tszkM&$nqxpH0)oCNS^77VE<a0%`TyY;*DU`;uwBdS^
z6S?Ej__j#_ul=^d<2=^4loG|0$$29W)Prmk_{pUW#RLBmE;{6zOAN?Qz9a9+O`AQr
zqa{=Jlu=Oocog1GO9@qulnfZhho<ziY0Apv-6OQM$y>{mIluqK>y~d<mw!RIsURO=
zZEhV>_cs7Fo`%dXWpoA8ARI04XldYpv$}BIV^5jfs$fSm*IZc-_ZqMtE90Re79*8y
zU{DP`E+7pb2MTeQxf+L2JjqlZ<2RMfBmAJr{a4TN6%<Je#5<;o+?h_;-T8X24P&l*
zGVTcZ$^QF$HM28wToS%eB;Cw)RsxVxM%a_d$lD*vP;!J{GAD5{E#8yKL8R@xdY&rr
z7au~>y$HG=IYj#n;e7S_sX_}mBp;zvQpC>$xR^h#dv7g=v5u(!0-P3SYu_{!_=E?7
z`S3JRxmpxln{1F~B=|#0*cb|M;DSt;7zh0Fg4%rZ?mK%Gu)h0C&?542kQIGWe3DfC
zLQ9V`q&N)U6GB0nyLF`5NC+E<jCd*oq~_rf(GOt{89^VyG-PDEnP@@#$4^7$<S+^l
z@(}FaaunbwJUj2_=fd3V6v5V%%%AritAfB(h~q*TB<?k-_l<;Rt}AejgncK()8m2#
zZdFQfDae#i6K{U)dQPNp7oBq}AdV=zeF#MLeeo84t037F>j)6Md8H@mgb#dFkktVq
z1eYAQ0hU-q07PaFUf2Fx?J3_o(N_<|#fFYF<S1T^v$B#u<OBgCQ@{P-eojXHluVNI
zQIH_M2U106Xj>LRyAMUOwfu{WMBe`zrf_{xge-Y+QzpmWmMMnJ&m&~q5?;;-b62eU
zhIG`kfq%s7N)<cOhWj17V(el?7s;FvP5#Ay2cl4cf5}4;OjJJc#N!2zUwO)HCilYB
zUF&Sg0^R`-Cv|gOat~$FFm)M(xuwnJ-vF8e9a&aZ==?WwLMp_b4lfY_eDWQ;oJX8x
zP;XKZJ>Hyau$T%mK&)RZTK&~&$$N^G$iZzsPt!g9uR*M+2pJ#^=?F5c`^CtFr2Xk0
z3@F92KO|6#A@#>|!c^cLw>$nryuf=?_np_Lvzs!|cSf++7^KiHF59QXp=@uIb5XBE
zZ#*6}$;G&Lwl`hG#2uK1Tz%Dh|Lj1EL3k$rN0*4qY73gy*#+S-bT%Mwa1Wu_2HnwR
zZ@$@?z5jI!9{9J52L5d=LxB&(dVcn!i<f0c;hr?>YKw;+H}fkfeC=x(u~H=?)8Lqn
zWCVz-rergo%&I-W&|S?#3nWREOcX#U4faCO=nmeL62RIo3t$~zxmX5oAaja2!TiKW
z3(K%J`!IZuNrO{B+LNFn%S3oJ9zI4gN{_c|7;v=VDREkj?4$~!#dTNW3e4MGxb=7r
zPE&*1OQL1I+d&&t4Xzsm&<WJ-Vwt!21ca>PtD0Rq7USgtE=?(XWv;d#nT2y>Bo*X)
zuRISLfbMr=f<smJi5S?n)-D!Z=}a+}DNS&EhTPF*Bsh~w$`Z1SLSu?9p|}s3fC9H}
z`FkN@-jx?}Rmb_kJFs^?f|2*Qn1B(5h6VF?ofbMfR6&SAA$4I{DH;euY=V9&boU`4
z`O-FMXC|AOn2q=dF`c$4+b`+OC0j^<5f2V{4LZuT)Xxnd<}IP^@{=h<0}N(frbB-9
z=`dD3B`vGSvUNi|gt@q$?&(to@Q1M8F#hkf=m~;2i!k)4G;guQj)pR;Lna<C{2mCL
z9r%DULKfghr^+IyfxF*7cea%xA_aMa|H<sRo`i9HB@D37reHgPeF0YFIx_5kc62~Z
zTq}egXN3cQH8(T$wp4}~uh8sgrj&;<@E@7(4Dc`-?PP^xB6HUxtGRx9JY_-$!1&En
z$O~d$`bcOqv15QYo`Bc?M3XigCi4T$mfJg@kg9OIP1I<h@R65jVLF*)P~oG@p=<%?
zv%t((X9q{hqyq{bIy);#j`n)y9x|v9qiFuEl<uOv1DztIEEg@YL7&%VZqwF$0TFM#
zJp9McHSp1zX>X<cnrl3yV3#4yj8wa>Rr8TCG`WaLtC2Obd*8piA_;(z6V-7<oBCcw
z=Y)EfE?K|)#Uz5yr}4G%0FQ{ffrNLWC}7%eN6P~iEYM!j>@S+vY<viYPE<ZZ1ufq4
zF<yNL&!p_{I^9zy0=$r!;_7Z&>bjA#YdKxdRTvfccHQ;1bPlG&RDi!_&3<Swa!@GC
zQInX@>1I6LOl;>{dH)b}#=4o;+ECZgkU4zL-PG9hg0)5~AMNG(;1`(EaeBlHJmFD?
zmNf73j}FH;tu{tW4F;*^?+Cm3yX5jpXmfki+A<jVaQTpcvcu#}i&1Nt+V=+!wA1%L
zep!T9P&f2yAf~gQ61%RY@ivV<LYlvzQ<L+Oe0MR*Ddhf<pb@wu#-0`7sWY<i)24bP
z?WxErP7)Ja{s)qKk$}R;?r7*?$qUBQi0T;_v9QgwVzC`9BAJWgY>(WYZ!xwf1Bzeh
z*U4ws5^mZi)WpgC3kUc(Q(%1k1lhT|0k2uAUuY15!*O0EKt-!90T4n5Y!!jn<jzZy
z%?xR=xs^=ZHjl#?QvF!<BXwBWA$`eeYJ4EhLnMd3%A&@dR}(>rBox+kUfkt6u{iNr
zp+*y7-IGBG)wmz9mF<zDhqN3I`ajm*J)Y_R{U0C0kVdE+h81Bd46$KO<rs6UBst3=
zVJ3%3hN3icjx?i~r4p4wQB;h|aiW}($&3)@82UYXeO~X+`~AIr-@n`E{ri2te{Fm0
z@qF%K_PFl%`*mH9>uO*R-X_|6#L1YT@QL##zMVmJotS&=(vw6v;QUu|Vi(5}jpmq)
z2@6Q0X%NYtM0=oY6tqhcXJM{~GNvJU=Fny6R(l&;(sEgwAuG`Vx$fAXf6(sjhGXjX
z?4Dh}dp0H_6$fuO88Tn%2Xqk6Pl{TZ5|Lzm)@aepdhZ^LfippbaIr*47)VGm1t<1q
z$|EUESKutqJE_^UF#L?oJF2ma-CLDG8p&PcQiGF%``9lB{Xah;&HznQGO?&NH(-uw
z3iEQz>K1J+<T2?|T$r^}EKYcz^bT)<HQkN`mD1&auAWe8P4{p%Hpqny{9E`{vSS#H
z((If<+p)M++U!i0$qv$3Mr*!su^O%wQL@04<7f%0G=hv##<ot&n;eQ*{7zK{-sEbV
zN+n++Wy$va<2H`Xn&L~Dqw<<q`xz@ML;1_Oo!VKO72&1m`Q8HIGBAldo2H#%<K3#I
z57@U^n=wq|i(a-0B%`%JlLyj>5)(Cyo+Lt3<)AT}K>|F}fd{OoHG>jTAq(RLP)rPG
zkW$)TAO#vNaatnx3C4CtAc_b+BzBTH91Q=7TkA${u1>`z=xgZ%EroxyXh&&^8p`+_
zKr`eBPK1o_))X(Y>P{2U<}M6JG<5P-QNyxPACdhCY2~{>TIkIcDGu%Hw$gz%ilR5S
zRK*&A_D_nHYFr&r=N7Ouz!VRG@I%j3J0Lj}r`0iLwR<QE%$uv)X{;741@JFJHnW>)
zB{17mDy{Omzo?0`ToO4mm`B9EO#^XSj1^Qveu}azaLF?#ym=S(o$VoVLBqaxlnXDf
zAo~k;)Mj`FJH*1qdI|Dhzgf410`wG>MUJmG;sy*-;uALdhC`=tCIYyjw9uG4*Fz{c
zMwlC<qfMb$t^!1_fRPH_*;V&w4EfZ?BOgQ(DZ3~WxMW-Y5590Gs?Z#&1gg)5;g3eL
zhnDDn$O6#y)~KOpNfXni10=LS$X~{9fSP#N3$&qjhAoo_+W9KC4z5?Zhu7GXAjlVC
ztWU_S|6$Ssk!H~jid;{H$gOoCq~Q`Bs8y$!lH@G%=46hEPNejfs@Df9J_$h(kr(Xh
z%~w>(umK(2nhpi*Q>M#=vwpG@hzC+kI621Cz2W3V-Cn0*OgmLUXw(MIMhkBmicJvq
z{HD;Gc+DP`@xBlY+XKtOPE@lC9fYJ=6kH)F084L__HE;Ca<JhBUcHZ^op|&_E;Pd(
z8J@w>D%6zQFMBhgFn^#lX&|Z<UkDA-hefu}+6wGS;h4?BBaEvgx9Cw;v)poCK^SRb
zdDaSYPvs6x@e#p+XLG&eC(v?_rz{~|ioKsgFSc<z$x~`vr0zNqRp!%>GwcMMCIZ>|
zR!sCR43yg`|47d20O7bL{FtAyWpcRwq}Z{Gbe^?tUJ$awfE35Hmg2)%X=nJFK-*@Q
zTM!?-(n29p3^WbIRxA`t$ru=<3c=+2;t{EbTXFLy3|@h_-U+;2vz+}imCFqY>2^QB
zt?1G^fdWxaM<=f_aRgDmZl#oRu@nbpZZL&5D~L<2LG{wcHdvs58X)gF5lA8OmuZM(
zXDMChC)i6K=(BpU#4px>uw>G{QZ^_ny*gv>K_vpcx_JhZi@q$EJ|0hIJ`W;Z`Q;2X
zN7dG{9jlb&>&ia2urfOH;aQ1k_B3??{WvF{b!m<r7)E|m)Ls&>(1G098atk7FI8Ua
zp`QkF&jKQo<$J(n?xt^b3El)`nC9u+TNq@*y)U*Mvt3g!Ed_K0tkt0e=*;ov6oyH!
zY&gEm8O==p(xJ@LiJwg~&5q|_e_W!2nUcfF$;F`vk*F9<P(6r64Knp8iYfCkNKgZ5
zK_N6%45|#K+GS%RfWfNPL6r!-=|w^_cBmivPGZI)0KrH?0pA6Fxr|k@eR`6Jjb+QJ
zJ-Q+#ZRnFcNTRBuxn-@I$rO3jK`ZpEJv>?tQQ{ZCd==yha#}Xxjw7v1Sm56KZ$wQ*
zby7j(+;Pny<c5>41chZ7ugdo;VT1E|Lg8aiZOM#HlMc6eOBE;;|A>Mg;Fj{i$Xr*!
z1<p{Vst3ZVt*lkQ_)QAY1Z$N0t-Y<BRqWeLlM{d<;BuYjh_PQz@&?^taEIpJw9r_c
zi%L*_6}A;Wr)6I=pM2`NQ$UHK#Ed11RqSX5^74g6l}b-ICV!O#cX`slk`ffhyx*W@
zXHyV+K(d6_D7PtGj$wmE4lL4UT2$Ls%Rp!@Z3;I?wx>%{*ckMEvEEYH#!49qLNiS6
z(45;X;=3wp&$jr^-Hz-?{Z$iUJhG(<{@uGVQETv$%dy2kj5{+G`g2ey2Ik=RIf5A*
z=xC3X4Bx4lt%>hYwpQ>M<$^ZJef`aI_*rXmylQ9>&OTgB7t@F^Z4DBDT8&-KP1CfJ
zd<aft+$+B+#Zn@Frh!CO0pLM<r1leKUn{;|q=SpMpXq()^kydHm`N?J!<<idd3KVP
za+ZIC(4}&E@_{@r$yyP{Z>To2N)((OJi|U1t>9*&ZZ&Tw`?R@jJ9m>1finRuZ}f!o
zG_fhGijpN05wWW!)CO)7UG(0}8k48A3S*A)BSpfxE%6)N$sFm4IHuSS#4w(SY?i!|
zT<9R!bvgG(rarLOiG=OkD_QLjogX4O1BFiX;-l7y@_T2BZ5(TjJ^D7uMfyw&6vK#1
z^!1e!mE2@YOEHYy1bCWZ&eceUT&pV2E!YONparF1%IM9#XGp{#%zol+`3&$xp_YU3
zqbP<Xy;d@n@(Z8lBT)e&YL6CCB4WnL4Fo3EAWa?la(CPJI&R42n9|U%x%fG3u!)5M
zQ`DJbas?*(HVta9Wf6=;er9S9lQ+9Hl~!44F^W<^%160)M1mW7nIT;Q;T4>Uoh%}L
zZd)$D#F$jspG!_KQWg6~-m-&)&oV1DF6|=4Ir)hIdJ~}}>gncAV#cT;x#PLM)m=Iu
z0VPq7zS5!n$=xDey+6@g2%_&Z^-;Xtx=FjvLRV-~!OlT}Ajl(RTI>Yw^KXz1X@ZPV
z<@v(Uk;qwh#&^L2bdsgVHk|69(lAvyRsJU^X%!5oflAN8GT`#VmtE%gQp`+Mk{NC$
zjA$med`@Z_4Ra7w0qFTRuTD$sTgiri{v0%;)<(OFZ6XRGv1n4wD7IpwilL}!j)gwC
zK+^r_d*bC}<4S4a2y}U9$S!Wl)2Q+LV<?z!wm{I>qPc}2147@Qhs7+Use>6NacN<F
zmuq+vpn<~{)9SndRdQ2&OWaA)wh{Nr!Wyv9X<Tbi8E+%vSE~DhtqLi+3@HTLvfG)h
z1=UZ`M?v^-9m*yc3_?VIYktOV-_xPzK^Eb%iBvl{+K`F>%_Y}9)65oZ>Ut(TlFQcV
zpBMw0xe_&}3^tgn$R_vb-BM}>OZIKDsm`<JO$B;}%NqoT2!VKzLJ?dA6VJhA3d8`L
z(wararv<_MgfCxim`u_SAQSo?r#Cl)CKGcv(!xXaqqwEgU5h1rDrj~N1B2l49T?5a
z_|SbWFQ$#teutQ9RQkwVb4~;~V}G#A!&2w|%UDTb=(zrvjI?_IEFSTB6F*qYxQw4M
z5nE~I(tjnWIg^~SEyHX;B#HE4mVDn2`2^a&kqzfoLGV%uAH!UQiV#B06h?)kW{+nT
z`bZ}ca+uE)j8KMs=>u8T1H(9zwx0=&>pe>piPm6u==#j)Z7z$-C3^cn1(&DPLUKqK
zH(xM8Y?VG{E%n9#mtMUqhZKSD`fjx&3dL?jaHtL4qK2?vE+T?mPB^Q_W1IDor7+&0
zqu>GN(qtkO<O|lBWAHH}csdQDXos^}+{DB_!*jYP3rrON4rvW{5Ml%$g_(kLS`la!
z*aV4L!21PLPm^n(Ni(q|ZOy$YG;Nnwq?Q+DItQ{ralK2VLK6$jbwh%4BD<n#*774E
zfHIy5w(=c7brOE{O3bf0C0W6|dd2L2F4!J*^}EQiJ(xrJ8Rt@DiABJ~v7<F^V>(di
zPGf25a?$+S;QSo&=h8lKa`$*{xPDKq!d5WmY5xt7FRHymCtGl4XuUUaDz*&t8zedd
zxFHNO5p<RQe9(kMmrg_C06jPg<VY1_k5Wpdx(H!dQJt~Rj2V|J5S0psjfs>fbE$%-
z%cCY$imT(QehkOSpy{xs+AD6Ciw1kUQ!#eOkIIP3-z^j}Ox!j{-Q)8mP4pzraIE<F
za!8I#unn2ZAXL|PyEZs<tsDdaMKgMnP~c~L%f_B;t1_~zBxu(VO$DoE#ig~;L*<J$
zy1{~|`So6wu}xGsn&IZHI7g<|G?|qGAabw^HeOT*^eVQ%Q`m-+i6RVNfOf%hGHjy8
z&}b=|`z`?cl%b%m87uSzNr8~?S|Ps?F0~?`=XK;U(Zaq_hc%NkNK+(5cPK-7IB7Ri
z^uUIZ<HQF8cRCED8NG?wcz_(mQESAEoZ>bj%bHt}#6Uile6FAwa56-4nB89{g73QI
zEQDS;q9^r+K2R}h!virS#xdKarOM=MK=lTM9BPmyraD+VYe=Uag6`PM6As}k?o6-w
zcux**W3@aXpDW_7wun;B30_vjBy4a)<?gYSD5PGVhY%Aa(2FBT2=3LBm>r8oZy~Kf
znh-ir-5-Mx97_YS$z0HwrF=~ZTaJ@DfEv&B`x#g#?zb>w0*_oSXDb#jrMa`x9$bqu
z#jG!vN0#JdzTUo%>cm--&Ov-FdS>j|n`uBw+5Yl2(cb_+Gces;vVsD1WLYP2c8!T|
zx%33HFCt#sO6#qnbh!j+jH`32dB#=<pO^-iNW+zTi`FY;zC(t>>fmO+1xrtMArFS}
zOisTWOjIGAD~M?_CL^}rZUWs2u;`U?-pCIU8EyjF6kkP}ay0Z7ZKPX1PfzL<UCvlI
z$ffh!>h)H0^&g0)F(%--yF11oj;2kCqS{J%bF<n6h%)-W;`$1d2+k%fm8vB=E}5!o
zf|&5h0YMAqM{`hKXoG8#m08r>cj|cZtGZIdUXd+?br&yDZoud>4b=qlt<)w8=*xJ>
z%H0FCYLDi!o@*~}N0vn3zAluDl@>K{Ri*+#N{LzhiBu?Jh(N9{x!Mf;*7YDTW>0v8
zwjIFbH<&*OK390f@g(1j&RnRLr6Csx&UE9GkVA$}AW?yPW+X4aZmi}0LILA^qud60
zRjE08IL9`GB$}|)Voe%TunE;_*jS}|i>#J_Fjrw(V=LTJG#|Au1u`iYLysJbDyLAd
z;D#i>%fEIDJX!~UOsJ4?r7?*7cE&LP=y6>R?u;TMzQ`}{fyO8<(8X{>>oVkMnJzy9
z0|*ns*pgk7w6U$jzRzl96!J6py=0zjQ#kuIy}vk5>9Qo;yX!L2RHbjpZnSPIrbL25
zBIDM3!mC-yOd3i=;b>Z5GkWH0S}3lWU3rkWl+!lbR$hTZ{V<j>SCPL<NhXn-Sdz+M
zqZ8`|D>K+uLEcP~3NI-e8v!&+@ERkqB){)m#Z&F1AbdX|-q@)xikKkKXjE2Oz(+!H
z?#gNf0Ap7&v7#O|vn4y*6w!?S^rq(!HbAB|MHSd-LI#h!UEF;cmkH6dR=}@8(^I(v
z6h{)%w6}@o`JNKXon59uel-XK=lx?gqPQKftenrzb>fL_Lrk5L&{j()H60}=*8Wn0
zP57mv(*7IQG%dj}y#2QuKo1p1c2<|iJI9yQI(oQLlj0-fu#=y-$tKS6DaatIY^0NC
ze(=WC>zybF#piYwNuIhakMG81<s5Iw#&;Yf%3C=I2<emrRPKYTBbUpRqI6PFnei`i
zcH1=~3OH&_(S{7@gd?}h%|cio&#@7lNj}~TcvL`|JU@1-@2v%D<S=OnDLx;fRJf+7
z8(~Alr-+o;qPlLu?2`fckYH@X!YCxCFaf=ZKb`@k8qbvPyAnW$6gogz!_>>U;|8nc
z+|7GD^=-|QnQ{*y1C1y$R^Q1hnbWZ^#Vk|bIT7aUTF2*WR8-Lvkkd;9=d?E~R;qlA
zP?g$j<XFUQPyvrB)_Sa4^tHQ#kX%r~+wayT5Nc6)d__cTIk;~!bB+O_w&pd(8nU~c
z#sUUQhr_j?R<miE5iwl}okdMK$r)~%@tTBQKc0CjA@6L0u#Y5ugZU~Xj%f;yh>J(O
zqcSK=6OE20Ic@7MTWC#LV%svu@wvT}T#x~%Y<2<!#n}OcE}}~AaVKQL-B((JE#Qi^
zI;~0xqQN+ZSD<kmX?51-t)zU6B&%(_Ku8f*7-cPoxE7!Si#Bv7!dQ<GS}~mC^|AXi
z#d)Zd!axuVP<m0({B6HMijs+sxj^CInNON~iTwL^Z0eMxG(%{55pxi<e4k(tEbek$
zc@lyAnGSOX=QM8;%aAN;pfjU``gxN>WHXa(M5U(m9r%bOih^@{nG&0(=%)d$a$a|Q
zIf+tH)ENY|Np*Q_=a!AJHk|zAwL1|em@bY@69Uju_cKN0i&Pmi9nyx0+^ry@L>6gV
z!3H>t1{M8i>E<3`2~<sW06$$^M712r@F4VxnT$oKh5!LfKnDoG@ku~4X(#IqW>kvO
zMLyB~V$x!~s#y9WxlXbvexaXYDFx=(s-qp}f<zJkF}HkgY<YEm`rBH9+2{6|fkqG{
zJ7#&?1q8uvc8h-B=ncT=pCd{VqPa9QpR<LvVKhxP8Dyyg`sz^td^^3YZV?jmNj$22
zg+p#!D-mFkB5Ck|<hBwrnky|i(j?Chf}p^LtGv0%+16W#rd_k6g%*J8k{8cV>dk8J
zjHO4dmS-_+yLtVnv22C+6fNxmRErMOYL%|xu~Se;ADq0r8R+TQ2jx=mQ*pgXXVAuk
zN^xlnVQIsMbh$i78cp9>w_aD)ss}rFi;5g9PU5$SRjk{6$hQ?|WesEhl<bY+P|f#&
zM5ut;50!n&luS%jCV4R}YfViU5)7S>3!i&;<-squNR4fu(Bok|LX^af=gVS&^bPci
zWK+-ti{4M<nN8*#4UoKrhF>fLuK}^FGZf(<@ST#sq<jFXRLO5C$8NoDJ5Nejhylv!
zTRozv+{Gd}2+rC<`irt=0K!~GgxX{K%2t=}ecsNkXH{w{jij9&&D#?mjzL(O0pRvT
z^tI&eYaC{!9ATvlZRpVCsK~RbJ-=<I0esU-U7OpH-KW5tK)#=Q)jFVk`=%kk`!?Fx
zm}`t+ppCs2iovn-;lEVbWoxmqh~N=1k-S2=$SB7kw1A|wA_6m3jsVR~J&+*do~dbU
zBg^x)*x7z!^<E;o+xY`54TMuH$8AgUFt9-aI1W(X%UP_niZ01)-q?1Tqe!efT^cQ}
zGyo;v=}_&A7+EjLu=lj_Kssp-QA_3fU>g@{od#pQp%^;{VNpyV%V?C_F}eni0t$XR
zx9S6G(hQu{EgT~)`_kw3w03W9l7Jw`RxmHwKe274!eY!C@DUD@pt+z6botks4CAZH
zngkhliLIEsW73m3k5}nqJWcIDN<?44R~=2UNK|>Hb@CA88Isr<KW!oqZ%^;fPaL{a
zcDPk|gK3F{s`6m5f-2NNX=y`W9m=**AAUGNEr=9uK;A>aO#vYuL(!k~Wlx%$lAsd7
z0mm#9b?$(-8oPOEs_tB-snLIfDlJd8wd?#K#jAFM#@K^bTkWd|M-y8OF47<%W*xB_
zuE(4I8Z1z#$Im&w=4;qn*Mu+j$fZ+Ng&Fr|04Fgl;i{%&xG2_6#TGn^WuQBBG|W`R
z?!1(bEv=Qj9kUf9$x{oW28jd-o3J(~i<S)uj@@1&3Co;YgLsZL@rOv{W>9!j<amK#
zXB>~ch%PzKfvBmQ6uaR}42jTR>d&)Q6EKJm^t4@}d%FWgU?g8Yr7R?GRzRU9>_!L}
z4e#b%`tq74EaWAdJZlQ4#5oD5)HQYN?el#CsYJeTdU~n!SKYml)bel~!}I-hO|!9;
z%?>`^*fKT2*4P%qUBiIAX}beCnC8;Vu{))3)rvmQhy;#U6TE;J(ajbc?5P3R#d3Z_
zc^)8vLeg&whvmUfBNE(K%f+l%iqdp%&@>v|f*2WC&#-~iqNM20N41A~Z}13dbnYed
zY;vq1Mhu!E3!+$8ve{wf8;$~#gI?n1m+8Rq0!M1iut=N?$m~uv)OhP`5GyCkMpIKX
z;U`TtMw;%W2n&z@)l;jYxX%2PoZbYUvc%SmTPc>KX6;Rdh+3iqGr)oO)3nuUOvWrC
zwgglKb1<Fn%{NS@HZT(*uYE0uN3h{m&82Gbfo*M&#d0Jl;I+HUu-{v9QH7Q$=ogb`
zy~1VU(n!$o(GPK1{e||@hP{4s+!-57V>flp1C7^O^ppynVpwUWNm5mnaItIwOXe~?
zN!wB2FxA*Cf`TXG$+@61Hjq<dEQ&wsh41png~5P8yNVK?vs}LLvVvoZnu?VSP^sdJ
zD&uKF&kq#hq-iW!y!B!-5D+jYI+K5cXzI{!o#-;PovNTvBW{!X#SYEH&HYrs_lHS`
z!vn|(Zwhv7o(6EB7u>9H)gZiCX`zr*(S*@H%7eAr*EZ9e(VDp!VNWv=Wd$;P?V7@9
z>L~Ud8VKCgUm&Onl<w|^Kqw1Xc6Hgvnlq24b~D}gnRIiT<jcoEE<}ld7cQqmy?M#8
z>Br?<aF!J~P_9c3VV0OZ5-4TJrM1Qy#v`WSO>(F*h7`E)BxlVDH?Vkzl%6<0jJItS
z<%_UftiZ|^``Rid7yCMaufZ4N*uO!aEKu9UHcs{lotY$Dmr^$`TP1KZxsThT3N8$I
zLd2N}i@q141HFxV3whwYam;JroOLEootM7Tgt%pIKF9iMmwhFCZ+5&LA4_RFm&l8n
z?U0s|A9m)!Q?~+9lS#wE5EGn<Pz^3?-T8J-w!X6kz60jBtbBu5&}t!i8DUu6Db)3W
zS=^uRHABkk&961#DFcT?MrMwBk>d><zMvSqxdIG6VUQybyr1}K(4Fwon)KY>Et*FZ
zP8bt?PhwHOcIGB`(cNr$(Hnr1<$C+djP<OeF2v@tHQ&YY8^lHd?TnwL7~E(kuLY9I
zZLGgLrXy}Fa~aoM)*4&JHl+5=?Hgq@>Or2VYjevOii71Wm`T{eCPHXEK?XotVRX~_
zJ+I^0f3jhw5hY%}fNo!@XzEhFXWE38l$fy*BR3@5?x@?X_)LcQW2p-@W1XDgx!rhV
zk!RLUG`VH(Srd<V{b(S%9M>&eJ>gsR4ZAKl!JQq=OR<op2Fico&CGn~6^=lu49z$o
zV_WfQe`Pn5mNM~!x!?>S?ws1!``om7rNw|R($M+L;eo8Q3xYxI@_pSV7^Ka+*-mZX
z_fejtpS4^e#hON!Jn(|S;?hbhJRTL%J%Tk>FI<=?pak$9Ioz~7{z{_$^}rb$<|Rk<
z$Cp-nhZ||7(w>pHH}`u{AwOHKPlTgp`fKUOiz~$QG8#YcHgMf-wCNJNPCm#sP8o1Z
zNne1xGm^e=@_eJLZQ8lIY|f(LRN6t?)7QV;JfsN~l)w9;LvcKm{%|edx~8`0=2z4H
zLe`I3=7%SiX+v9nzp%V?yF2wp&$LRFxH5$p;#HuCR8`b~<6!5Cl~SGS@H<ktbd!N8
z=E-^Xi0^polL6kjH>>tfd-G4~noCMo?QBrN5AWtn&%WyCuHl57IUdIHl;8ku9#t01
zKYeP**FAisJWEn`DE|HSHwkhzQ6&AP!F4Ia-W8{5SR2>iH4LZ&4*4>ZAO=5k*er<8
z{sPai^<fez6m(_%OGG$|k9zQC&Uk<6!<ka6pU~^-)m6d0mIvNHyFdRm5&1QFg1<{8
z=unK|DawpIVnJ>-rNOwQt7Q6AG;kz)boFFiq232;zA`~3e17ER&1Ocq!1*}4ej_E$
zWwpiya^<%(9Y7(McPGbXtz5RJzwkAcIc4R@+$T{0x{j*+q?9)}(3h$br(hbik&SIH
zAGHrWQUJFOJAC*%)Mps&1(o&22+7}C*1wZF+G>8O_}lq(yxm$BjH=8G{dy`TcKmpp
z0si^P2A>1e^H1L%m0@{JTmaLRw%n)pM#(D4mo|Dk!5-GVXSKI?CAet`!npT#XpZL<
zOu*vLYqdu!I9sr$gLkr@2ad*bTt$I?e2=ez4GAvCHs4lxU=VknCJ+CN=X{JCcwfqt
zR8_26uFyn0=q>6754`5y=g~Bsv3i>^5qzTE;Y$lBfSQt8eXUd5#-uX==1i2c1VRCJ
z2So$~kk%QOifwGi#>>3PLBw7R5Pp^bygJj`+c9OZ44ROj6S7%Ku|E&brFop8;;_zS
zb0?F1prvg)B#{9gEyLJpl7P}gci-%nTiXg+2Z=1-TbGv4)7l)S-p!T*XPDs!Bp-hH
z)j;SC06DK2ZY*J&RM9Lt%Ss5m1WR*Y%5aNQ*V3jq@g&d3qe}t;!J8Y76bGn@B+-dS
zYKB=D76PrW*nOE(UUj0&Fw2%-&i>AfBRKCpAVP}?nW{<@Vejt?vxO!)!1>e-r(%;B
z`tEhS8R^lyC&vj{5>UrEPS%R8&=pxEj2G-Jk8SI4GJ|O%hsb^OKxueniRyOl9jyky
zS@l5Bu8Boi8YBW<)LNbK(u_Bm_aGVWCp5)WTYH%37L^^VLEp`;G6t5*wOBA}5a=cO
z8&j%GT1Bc!^1H|Am(7Z+;dn}KA0*{4i99mZ)b4Ax`Pq|z^U!5K3IY)|90w{5`l8B1
zr1>PUAj$;yzI~kzLN)>$^jZ_6-9>Q1q9?OlDSxb<L3j|4ipp2XWwfKI6C|{}%-3Xi
zFQgnHOgfjltEi4UKVxHm;s<02P!K?Nxrd3;vfNG)YaogRQKQ#Om+@|vf=ep2v=^7i
z<#*9-3eHxt(T*-<dk&5HKC&t|8Z+3|33#UY+$eNSAcYr!4kh?xt&hp4s*IL<H)M}~
zl9n<qItc3N12OJ!Y)WRAyU;Yn@13zAr>kucl}x*XnqsqZKjVXS74N9X*U`yG11OO+
zp-j<l>pfoeVmxQa3~oh=F2K2egIcpr9c*qzOlXWULb`7f8PL?|%QdA6bjdq0PWEmj
zy-`fl1F`LTjtMBfr*D#k1Nt;Zn8Rh65I}fIWA5v88rx*fwdzHpN_@?hI^%<4ltj3a
zB>_6bOYg`?n>S)4&`v2OKQa!RkT0o4ffCLYnjG5;p=>KtEsZsvfpe^|t~?Co%oY?Z
zV6!mDkc20{DYW8S=yG$=ULU7bivaDdb5pC<dgbXHJC9dmSx(3?2@<K7E45tyl)4l4
zxD`i|@xtIckV~UfkOL4%3XK2~fSZzs6=(*E3WyGKg^xi^E9Kz&ImDOs2y@Mhf;iH4
z?$7#=0O=9|KM9T%3I$HXd+~hTpXpl%=v50#zT!7j0U)Q+{fdbRdw&i{9FhQJ>vVjO
zU=ScEhP_)9i+DLVbP5w#y>my$4x$Mr{@x)xr`Sd^J3Nr5893QyQ_n4HXE+b0NHH2U
zWl5TU{O^PX>rU;doyg0L!J&M&VDel)g$7ZYb|%h-XJ;)2@Z9DrM6dVm>cMv=2nVT<
z;}dK`S+y#oiP^iFw{v%qGJ}XkEGY&dRt3oM71K1ZU~V{(d=)xx0X@n9a%D_!1W7lc
zTeYpwD$g{Wfn&HM!#IwKC_}+5?3vU^o>B&`#W*a1aA+TBz7W;Q4|iXfDelcN43HFw
z?p`U))-LpU4#c9IZzmzY>VV2{8Eh*nX{qw%W(>y)Na+BD#&UIbQF9wD;s{RFgFJH6
z78ZKG^10tKb*ZnoKYSbEY{;;)7`RUcV-VMk?OE1Iix3Fp`3=(C3PevQ*qB&DdXxLW
zCW1mOpa_DD?Zg<4T36=dGA93}jPF(xU$+$|W-C}r2nKUXiU9)p5OsWZ441~2@w42I
ztw_S#jwYxB{#xIhu12^LS%17#1w?ToC+Mqdnb}u)+F)Z=$|sh%9q_S$(Hnv>A<<<J
zki_f;Q}oVc`km*6M-PnWllp9M^H?~zWsleoR+XD}@^U$^y-p~H3b>J*90&@Xg~$Qg
zzH>@o>l`XJP--(&X@ZTW@#p>ws&Cp@I-W)Gxgn_MMBEWzTm+HBRNRtgu-3c56(&l;
zq#_^=uo*bg8gJZ6JTO5vaIlm@wP=G;8{4_Ocyl5SDE3%o2`LQSmRv!V;@~VYS0o=F
zu5CLylCF+DP5`2yIsFeDT|MwKR;J6Fs$hyA^UXrv3V5Ns6t`>F2pJJY@p7qSd~mFN
zj~gh2g&164OhUJnscAQFq-BC)TP&*bL1bt!+U#5HA{|PB#?V>&GaqSh6P&9B@ih^a
z>+^PyK-QhoBpxme9PSZA_mXV~%i()(lcQnbF?TXfa5?MDpFB<T&fb*yH15!d?_0O>
z9QqRmKK8tl<5P+{TTTc@B%EuISsi0s5BRy7^24X0=1e-$f3ILm+Jla8<-@Z4Z^cT~
zr9ilrcrAj&8ldRCK7dthNvwrRMJLA|@$p;VHj10J3|toM=AIf=ss+^!h~f{I;b!xw
z7Q-`>>_D@xdLv4atCi>NlRTgjDl3%Q!Uo(0t9>sDuH7*idVbZeq{;`%!<}pl7fBKg
zjvCbzrOEe)-K!TjvhLZ#a9PVQJsY&5``9$@9u_!ExiTerrr9^w+F$zHm)v%eFDM-E
zc{(M8trA^D_*l~udDdtp-lp}<=#H0nFL8Q6*|wCTj=qV0^5yWl8Jp6{>fY+bUcCi*
z{fL-*E1AJqItB>uk>2Kz^Y*BQ2MpD!$RQmy+lQzLtuzOaawZ%yg%})%?*Key+yWMA
zoaQf^@jO@nE{1Hi+Pr#L!18ehy7WVsTf$9Iqng;G{dvUSUxfWb{qT_y{@xe<JPY#)
z7Dnpn!8PH3J<~;^b+rFEuJiY}p&?wuB{tk2u3;V%Y3Us49SJ=3^@eMzYw2hq;YLRP
zyae?xm)QD;21EwJk$Pxg&<U=Ag=@n#OhY35BSQbW!!iG;AYXqcOEb8JMbMvN;4uVv
z=a|25n4kZj+y1@K7@n&q&Rml{A+?=@ZWn&p$sGK2xa??SB;w`q=etK}HHBw#YR=0%
z`SNLx>C>DXzmGqZI&FJ*#H%HZ-+1uK+O(nZuwYUzp}8OO%c;WQWc18_Rim01Q&p~c
z?Ses$pYrM8+x}gbmbSjGhp~&L?<PJoYkc%;_uT_;b@A=@7KeL$-#6*6bN0!UIm#Tm
zcM_A`(J6k}?BJuV*Jq3~?KMxS%!SOK3aghr6mk5(;t1r`$(p_cV-m*_p9YWATo*`b
zwpXZ~;k^M%u~QP<yxa6$Hzhq~@6g&2%bc#367-Hk5Aw`*#qh^mdYr1UIu-?WXtK|i
z9qw~6=k7n>Z&TPQcQmd(wcavTudYnb;px&);>EW6opP-gMV`HOI`od8%ID#@<2riG
zl2~=**;QM}*GEG=u%Euiwu{oIFY(3bh2Qs+r$AB^UY`ysd$CsJoVWROtTyp?tLsM?
z=f_#+N-2W1LG#x~KWnDKu30(h7!(0>ImFW+gfJ1AHs<p7pbYS9k4m{c=q5V%)+dTY
zLtDVC%K_y@$<6Qi!l_T1N}FCsU=ZAE2e!`CJ}rW|wsmXoSND00s-+OVrC$AEW5h3y
zyA^tSz0>2ldoQ%yV8dSRoXt<4`DZWYKB`9SSnIIB_K{r^+mmit@xBd!e@Kt*u}{2R
zGj>pnE_2xDM0<&yld7e4+PIsF#7*&_vgB{o5t^{*vmIBScHLErNiQUKyeYhxJ6m+N
z(#*eF;B0h_T8o*2Bbchjg?vt%alRupCo}f`H;Z2MA)Q<-BkS$`eDCjHpAQXnm46XI
z{6MVe7&MK01$;Idh~5+TV)yk+p>Ug_t`FDR<VJXdUtg2Cpysv3pC)tqQR=Hlhca|q
z4L?XP@!K^nwtmGl_EtZgR#V>4Cro%?L^t=;$-B0^kpCPWubNoQE4y~aGOWQZnA*tn
z$2rMhYx?O!ggs|Z@a0W+b{>c{J=)PgpS<p&kdIARFWGw`uPAPNx|_y4;2YcLYrc2w
z!L2jW`r31kzbU*;NICU({;ILaZ}rB*@oMo0it>%})pPcr%~ZGXJpR>2;kakr#><Y(
zxD_R>z4!x*dzhapt7``eT+wP_`3g5#i_mq)*!~lU#cPHK=o4qFL!!GnZimroBe>sH
z?_T_cXS<G{?s2zAfxm7QfI4n`)&noKxt6ki2HpMYGb*AlbYVVcpyJxq&yvT(Zp{TD
zm(G4|KBg&8$`l`#qX=R7MTLgrZzjL=y4_qj)v<Hwo7#rjcU|LsuT&%-e6lZetM@q=
z_vV{Qo}f{@yS41}M4eOj#TMl0wD!ZHy0N(IchSy26kpuJze;^|;gn(L<&?nRo-wQO
z^Eiggv4eYh+F0^>Dbe4-^WsHuW)})No*OT&zfyc+6Ss<5eRW55)YG`u4KS9nF*gF2
zI!?|Mub!#w5FJZMo=VzQC@H>l;@_FNKc?s}Q>Uqi{-@PC^7rT&xQ6x7qh{WCe?P!%
z{jp_E@U#Ct4Tb!B+8=xP595Z?`fJwzXu<MM4n;^HMdDXaU90U7!Cm;ULWoUz-gM=T
z$c5)`!EcWWA`W+4RYquU9orU;jsK#P|Kx)FUH!$LEVAD(Xy-R5pDPdcU^gxCJKw7&
z7#Vv~y!D`1!(u{zQdw89ZD;xTN$&&9J!D!QY2|EU%G2s4KP!XECL8OQ12WXLCihZp
zx0_egO6Gr8Qu?4uZXUvJbbfWm<GR!%M%tP8pA5U2-@YoTd3E3SaBl1qnEmCdc}r*4
zQL!hIPZliO&G}Pc$2%$yKU=o4Oul7?I;->LxV0-+=+Vi7AHqE+Ag4UlDqvNV?2?@k
zG$n6?4t^O(zXn|2^Sb5kknW0zq4m)6^Mcij3*_^~1!BU}NJW>fLzh1tYj|{|-NDlo
zhue4rS=NX-1KFvN7XcXzu<JftlDqqq5s64VBQRX$V3MJ#s=Co$_apW~;P?Gf52cRn
zU0f4bP9-b(Ts|!H-RfNWu_S(Rao;EnYSx)62hv`JK9mnDyPhWV8PQmDjwgSw!jM!P
zop=Guqn3O?9BNr<7bNrG7>%^xjB`EXvZtoo5mXjbV!tVD{i|m&O}upXZtm|w`J`N4
zw2Z<&5EB;bl^t30BQes!*6Wq)+YJKmjdkvw6B$SNQQc-p_e1#GJTfiu$)N#A*JW3>
zQk26H8LXva(#1oPbZ74x6BBVIowyHu`3+QLA=Ne8N7Hb-kJgteCU@la-3jNf8*h8g
zf367Ib<o78Huc=Q^Qj9)9itJ{ho^9Bp}lXW<DTeVa@Bskf2(((J)*t3ed>W<Uc2TQ
zfrE?o@)aMt72b<;l*%hAA{Mfh<qoKu)-PTkJW#iqW3G2~73{{Ee`f1sWbaKgIlapF
z;pDgCioP5_vH9>(Wg7CZ->w)YSoZ#p`);!#*+Jj^^}j8pO+OaXsx`X?GA9=;Jjs$(
zWu^%%MO)G3(GDsXcFXY|XxuSwqU30>at)jSROPASi`IQ{E9!jq*0qzp&Pq9#LNnmq
zJ2&}0Jhwbos&rPKFfJ!~#u6F*;+%B+>8y;aL&Lt-qceOtwE_7<Cz3o`e?E*EsXMN^
zJ&}yq_Z|N3;q4W>ZG*j~{e}5y@|1PqYXRp~X0xDsf(lpnH%33N0{teY4Kgd&&TWIw
zm9B$7?%`bC9LoBYsQMm3=&q?s?+cLa>-x>3U4A<K-)#K9w&|aZkJ3Z^b3<$X%ZC0h
zg5%&F0B{=z?+E|UNH|ja@6GMxj}N;T;p>lwBT?G_wcn41g+>B%{*3%F3jn>b^Y;t#
zHVcapKJ(|cC><^M5%iI>|H_X3y7tc^{umI4h%jGg|42Asa~zIY00hfFCK50|7k~u-
zgy^rwqklhI!_UGsj)sMVML36h`})KGTz(Xfg#Y1fPQpe;0B-_T^VhJ8i!L0c`(F!k
zaX|xC?C;gNxFC_htG`$8;-Uvf9{Dc=rvbdB4g48@jG&V+@CpUI^*3d6anXV6{-J?R
zz~2GaaJBad_V@j-PqMzCr2|a-`?G*oz&(!q_tbykgs6Ye%m2k}{{7ki6Y+cIIutr&
zAr}9&s=#u3-%Mk8tWetBdpW#_%)8{>6L-{w&C7jvzd+p`E>p<;`o1<Ys$RS7nE72=
z9|7J7>zt$B!k@dT@J-k#DaqC}OU4QhnGqgs7FSn4zmqAGduYq^W@4)+#@zSR`;VWU
zm<M|&Z|zwdl`H%CB6ev}=Ih7Y!|9zXqh~!guKNe?$e)Has>MwHKD?u7Pss&k{8bhT
z{><)KfqGI0Zw*45qm`_2u+j@UP?vh+>x1PQ!e>M5WHt3pKxJfgt=oNZn9O9w$0vpW
z@ZUJK!}nW@+7FNO+^er!b)3m|`wGj`D^i66^4;<fWt}#@IveT_KkndWt@E7Uk@0R%
zQnSJS+LvGFqU7`sZCx_X*lNwy(xeKXx)ROuC+$$ka29#H2F=#fxGdeg78ZjJ^{M0c
z?|Sz2$cs?9;IlR?x?}fRhwSSF6JAC4q{Ip7kp{W-&tq-3CoPn!?poU^OK6?$?KnJ=
z*?wSW<nZ-YjrzD)yH>sSw2uQiQM*;P(y2eoZUjqWKIxV2+7x1W%DR&SYL9eI>bA%Y
z>0GSe5nX?z6^%1Ir<RU<TJU}CM!tZfElaFILlFtb7A$i>(Y#>pO2-2k<(XYmyxGDh
zqi+WbEqz)9+up1Vx3>@Ve#-l#a5yEkxc{l$RU+ZqJ7VAC&iF1lC{87N-~l1|JWOEF
zDBoPY=xyH~J9tA>?EAh?1l?O*)9vS;yY<`OHi5?t!p{`FH=Jrcc@GmSKO>x#(*A3e
zZ_D_p=DtJsIa_|{2Yb7`l?GuL_>KaJxY_{c(_VKiCePjdG8*yZ-gIhv4Pm^$L9^xz
z^S!jBPNYIlsSb2~NvAu?@O-Z8usE9RZQ3m_c)zN6YrL3f*Y~V*(e7m1-Mk|n@h>9|
zT~N-|_3R{<RGBrJ5P44x-i<NQCC5C2l0L-EtV}=7JKmlj)sngw-6nT;lg#Ivwq9Rv
z+2Lv{e|Hb;u%c9L{89n$^|5DRw}Y6UcqMS)doJuBZz`PJSU1LWb&d=x<$LglS$MEI
zZ|y&YSlP8DH;n0IUtX6}U-$8O0&Dk<s8(LuO5b&(n@19RUjA+QyJ&vzkGZa=tEppB
zuZMs}(Uu1C@xPk-PwsA$u?-4wskYh&dy(lz_wSkcB&K>1wPiaeD<{j;FnIv?kRc5j
zjnN$fj`ZdT&%L<&vZ{F3a<{~=6DQuj>ocXYes4k6&ipy{*%zMIF@kTU1#h5#0LR7%
zS1#NEQqx6A)sCM(NT<H3fp~v=`Hdw=SA)YIOnO|AZM3l14!4g9*<TpxFS4r`wA9jh
z#7r%l>6PDecE~@z1l4PMq5AxDLfNuUtzE6(Z(o&cAB|JnwN_fE3Qj}nwKTJ-2g}R0
z+2Km55eIa8VLBEov9$+K5||!_ub8M*qr4~<#f*`^1aAE7T4RIP5<T{&_f4kOMbyzR
z<r>C^MaOx3w!HPK(8n&-?8{!vK{rZR9(&`l-FVG*rdN^jnY0{#5^C`)=LsT9?iTY&
z)9a`Z^%z^0Q2%6LYM#=oL20vFGrx9Ryb^Le*<VS6r)%KJp`T^;`=iamcSa#!d|bWm
zu2DzYM(h$75*kB|w`I3~+q%)sPTpsH*QzD|*c<zPn6|n(%+q7xq=t-DeKPW70$G%S
z8zo=lJ@$<wvh16(UHHDtpGuc!N$K?M_gp#*nY}U?_PBykvh)5HNo$|gsdJ|!_GUR;
zX67}=`P3=?b~Cf6_#v?v=$-Z`&^*A8Y$bI~Tg&oz$PwXFY4)>>$K6)2ZNYOl3iv6f
z*LJD!pZC9+f0|>^WqaIr#|Pg9{O4CLBN`f%`*(Bllbw#}I%0<Al{HjPbXY#9d~aal
zak31eB<Ea?3J811xBpJVIf=fjE1PIo+tZ7Mr5%Y=xNW{WP>RAeCAz-1*(r;3(1CM3
z%OACypltJAwjm?eyl@Z0-nBdS${9EHH(xvXP}xH4h=ROJ`EM(lpFEPh%(>p64E+sZ
zbJ(T-4x|6!JV5H8|4GjOLbHE>=6?#(f5X?mfb?Hj`5%GwKP1Bc6_D0~1F-uSuKqV*
z|AnOg31I&(5dGhv{0E``&p{de@3aj1Kh!dx08k#*6^kD@_3=z};+07|r4y0}85Mqa
zc#!YGwxf=c@7<o){+t`khUqEveVwl5I*8XFJl~kVQh^j}?+b538{*GR#ci0ZzH1MU
zaLay<IB_8U?tvmof6}=lxSQ(<t(i^sm}FcbQt^cH8_DvAyM!jsW|c>ed}QwUsN?SM
zR8SeVmwws1Jn#6k>Ywj9wBJYYW(MN#H9sK9Jj%Iy+CzE<4_UQ+tnRb2olIgLJ_}FD
z@q8bAa`cF3%i$CFm_6<_D>j-`N8zInZXr*~&T}S0_U&#w{j6sPkLMc4cBg$QV!8Z<
z_OgTbMdg@sYkHbBVr&R;PVSPFaY^oym55kKBe<Tv5SnuPjrZh0T+y#4RDNz(cHcAn
zFH3SdyS^1UaY_fBu*Aw;G@iOJTJ#O{KI^=~5%(%N;VdL4|6AYsv!bt_L1xY&ro9vX
zG3%)1faI*DxdXQ-%gPru5lQV@4elv>3j{wLvRg!abCt8ZAG;Q%XQ$s)>s=<Iv7CFk
zbd#?BYU|JmtrI6XSF~vtgPqf*G~xb*g#Ni^>Wq9G|MPKroRXYYiSLayPsq2OE7M1Z
zd8X`51j2K54&JPB$2g5h+F5tl^^6%CU(yR}n)<Z+``U8+_2%j4t{(k5Rh(4wk=#!@
z3+n1O_`N(>SAXPPSed&ncl!kBo+4w&&{VmlVSd*#N<QP>_=UTP5#VESkL1#)Oy`JG
zUAr-T2S!d{o+SJ}O-O?#S~onLg;<p9^0E$0#(EiYptQn?P}xtsn(bLGaieE>E2nS*
znpFxi1a3p2XOFLSMvJ)QnG52N=*}Okx;eLHzGBwXs6PJRtRXGVnL9i6Oh>ZZ;h&!$
zHZx17?_N+ruVAn<nvN2V8W54V@%b?drcI7$c=+ar6G!!0^0QBV$Tp%D_k6m4ck%e?
zc-s0CL{(O9uIXXVZh!P`4dS;&?}ab)U_CdzPnTl1lHQ+d)%CtIXP{E&{OUP^Ds<tF
z`Jud&GZ$8O_3zI)p|SMjLEx5e$$ZW{lvirz0v^ag8N4ekbt?TfeAv!Y_RZ3xUzxVA
zW{oL^v8^@>=(;JoiOgH88qRS`t?RoXQqNn0c85He`MKxh{kz5bZWumA9q1il{y3NW
z{r)6G=WonMf`Z35U47I~i|W!cy+;qDo|8<dJy`m@n1t;KJ3V7i@h$eXTd|&C%H<Dh
zSNNJq{hb2|I#w0mrUJ4@E<Pzerr~iuB`7({Vdq}#rQ`^ao>q?{KbcBz$!izm#20q*
z?dWPNWMA)(mbDa1ryg+Al9o99<RCTdv-_ray_n@A@YXAV?T-ESKDLkjg`uTFutzgP
znBbms_KiJ)M)=EtXK&?Q*s-09vUc$4d}xi<KU;mE!{t8i)Yw#Vy+nDVB&_RHYSfU|
z#<eO&_c^6#?D;AGlz8Y<(3{2#-QOzli_c!<-%~X{k=xcrY9UIa9v6L-N<@_DkTS4>
zuCL7ULixo9Urx$Da>E9|-}(0H9-oy953nA>3-zV>_uJHDB38Ty$xbMewF{h6-~uc2
z7@NLwo<Bbd(?24-${EQ5@{4*qk&4}4!w$_?tI*T!#$8=6pX!Iz*BQ&Pj~IOl#^d(o
z`MsgdJg#0-pNKx*_-^Z@zWeVX1D4zLR!3mTu97$YVpR$B3e)>bHywu3*rRDLvj%7U
z>UIvLwTtaWPqvqg&#~Tj4z9tx#1qt-YeOXTfU2Rx8wMBO9qvyiwr{Id_wet$-;~fj
zW0adErFyX7=+bLxpfgU`&I2baw@t*m%S841AIE6!8%{oU_}1EuIoCL&P4KI&Ii-IC
zg@0M%KcI)y)<yoeUPb@^(5vYGO|SlC`u`)n`q#DpfZqROz4{+O;lD>bKpX$RA)YWG
zl>b8+ivEX_?_Xso`fvIAKgrNPi1)V)oxaXXSsu0CsHhm(kLWGGeuBF%aEII7klinC
zl?_iOFP>Sy`7!(DaW!%O)}0PI0(XxzQi?vH1I}F(4I7h}k`lNsUgERU9QwLhrc>iM
zlqoJ{H*4%mWZ9!zI`nB4ZMnZr-6QQ(SsR5(ZuT|A#-@kKC_6WI^n6;TVG7i41-AIs
zydS%@b;PdDhIss_Z%Wq!&vz%B*4a;SC!5TJ@9FY-o})C2KSHJ~c`o`ChCMj@{EAQF
zO*Cuyay#O<DXZ1h(bvcSA#ExD;J$Cc&X!&1!8gU{9(e1A@YkL=a^}MQpONoR-!}=e
zzB(3Ykfnp|PI)X^W*efsqUCyq@iAULOwT=Cz&UO-T0&OJmsi>OZqCNpRir6HMdGS|
z!N+}sxaGG}$_dS@IpryF6^5D@N-da`rk&1eKae6aFLA!Ba>q0+_VOL;+8qD%xnH38
zP$B<ywb}!#2?(v%ZX4$4l&{{4zAP`%k5)Uh5j7;*n^KySe*d!CO|!rY-m6xN1rfV!
zuE=iJWhm>sb1r%!nk=63(^;kCwAyFk1~-@3ti#Ao9{;Jw@6BzmUX1N>K6B-v6xbgA
z-uu*~_C4J(g^(Hk>x){Rr!?JkLrGpYPe>d3eK_mk^L=o*7+a*XalSmXpq~BV0P6Me
zx)1UZZQb9!gAAjRG}Bsz_puhIj{7+~HGbW1TO4`@S5qk(>=&ffbgvI?zHvg^@EvUb
z)cY2XsFEvzBR_nTf1D4uM2S6~s%MtnJh?yJG1zS+yrLC+16jdyCNv6qpLxli4-0zC
z*7O&Df8lI9dlR)IvVcvMnn8$v_s(jr3iG@fkXae<Gy3tp`<Hf}j{P>S4CZt8dU>Aj
zY5LIp_f(0VRHQTrL<+fv7C-xaDWvwHx)(Bax%}MItLlerRBP8G7m&q8rWf<)w+<Zq
zFmgXD_4cr0c3<$&fEWQbZmSvc?1K006qD-e-?`cv(|fUN$G`Fj4@kh>eqn0CEp*%j
zQHJ9CVDfsA(8|*6+qjyqLVFZkF(+T`+kA$FYONBA-s+sudsg_m>fjNpeFSW#VRH{H
zPfjD~LrDC~5229bgUI<4A*$My?i&I^x6#75)4OjhAAT<P>v#BBqbLWMwoI`g?|qRT
ztxR*v_nGB_yQ8E8-}K401gTl0jvsnb;fFYd^hpf%c75m*5m6(SlxQVU#eY*4<))*s
zQ+KE$NLRTdGm;fsy?jIS0KW`>@0G{x5;N<<6<6<)m?vW@1?R8MK2T?99;1||d!f{w
zf^uzsxTj9_q<o`n)JU1%$7yl67?HfO&&dR_VWB&rm+l#n#sYWU70ggZeGbRo{h2+G
zT@4Osi@IdWC*2YL@%f44w39K8rZk^J-^yQQ4X>_LzuKsftiO6RE>p_WLOlJ7=+$55
z(|db0-pEfD!_H*trfhc(u<s&cK0MjG^Fb0H`||w$W2MHM72ddGcaCP66-IZQ2h9GC
zrvz2;k*-a|^q314`|j!~#eJzx^jDsdusHpTVlqcA!lZv6xHx^=(zt=(V`w24=Nn_0
z;-J!ZevUB9;M{RP)Ht~L<FQ!V(>FfP+u|sgg2!`*8;U@)vwMzDoe6R<uH^d!=`(fj
zAN;;!>=9{%x32J^g=fkWiD=`Q{r1ygkQaLcs(Kh@`h_DQOJDZCEExWt@Tx5|y5JGE
zD%>pXh_PfZbJc<U!Srd9fSL2T*VW-iLq1ICqF?pX_I8_eI1DtoS)LS+zhg^16nWb`
zUuV-ntK8yolt2(h;cV<MKSyv$p>BKmO_<QWEBv}!<)_K7Do-_N8>O`EI$$+vVeSa3
z|2@gN-I!DqI0v5g-&_^=c0B(#)Bu%Pf84TU@Hd~qz8i0=lffpHz0vagJV#OEL)n(8
z-9p!JXCG?IKa&!U;@!ikV_yAwiPx?-O8MWR=pXC;7mDiW9Qh}T{_kP!|IzD<{#!o&
zQ&9c|C;u6W{;U7<{}@I8zj}TD7f3|{9$WN(dwu`!N=hxwe`P0shsU%u|8_tBPXJqa
zYa~>bv70f!iYR||ml$LC_2uoCeL-MIV9%f$!BLX`sB;#tlarOMslq)`X8zPuZgf<@
zxl_vijuCcJ?sA=I{G>5EF5zUtN#ld1*^Xz!)oL7P`=_g>Pd3KBtPOs4%3^g<<ADGA
zk5h-pjo8lB=hcB<m4}+5X-OMz+tydWl=ijJFOiF!w`ab%LcX?mohg%9cH918Agk{m
z-&>goH9eyc@^lb-{`vbCMw|lJ$5xqVjtZ!^w~Z^KA1rTuEB=r^I0FA7WAJeG<ZTc0
zJ<m<)eJM)WqYXp)Rj(Rlv0;aw{6FNqbyQzj(l&|{T!Xv2ySuvvcMI<B!AWon?(PJ4
zcXx;2?k<;3r+cj5Z+d3lx!=0${=r)8^W(=kr)uxowX2?b>MmR|Cd9FDP_nCDDMR1c
zQW{q&Sew%%YQ=TMsb5UstQCm}2ain*yg_!1lh;Z}m-g}bMgi71Trr`T#0l8?rBUd7
zXsDf8Q@gO|(c0TPlg3-2tqJS&3@}zSYkN944Mcs(oOB6|dC*d{!CMi^(HByNT00@=
zltHhqIa1PYWYfz-F6{84qD{_QHDN8{fXh;8Re0@T9PL;z*b>?TqN4$=r$5bS@Dp@g
zU;SOU&WH<qi3z~onn{O$Wk7Yer#%#w$@+6}`(BMtsw1-XU_yb{GWDtN`F0lesQxBV
zGeCyb&BuFT3HPaemG)<$<L8Hrld@?&XZtoa`^&M3mJaBA^RUr<5W^nGuoIoaZ!hxR
z&(ISKoum^3>c>suHE{qW8LvB<g{@Gc3O&mrobJBO$ggb|y{0z+<Fu1wFcaqpuG=49
z7#C-BYY%K%xC&-gj`dvan^c2zPDAAj!gipG&*U3wxwnVWw``}3ZEG2M@ypPq*H=m#
z*Qiy4l4l+$ziF+$NFvD0IB$kLR&xiIeko(DNv(~(sCwy{C{JiBnbBEo<6Kgcfsh43
zkj(M$fjNJ$X<0p)OV*h+IiM+MIuW}aa2Qlhk9c6;6r=XL&}9?KTM4L2RWAu43c4<(
z@LoNo`Rd!MvxYN^J7Wi}uV{BKWrY`MQ$c7i5l>+p8gVZpxBFds!I4<QGM=}D6%)r!
z%&Rv|R9D>~c(Ce_w2nE<jOd}PI`6V%a`lR(X4&@(O%hAZ$nK@?#h`2%;bSCtU%4#O
zLtmK4WUcy>T$SU<+M&Sx2OO(GL7AJ6zP-S=+h;3M>}?FM*=J9cT+`{WNew8F*9j|m
z1<KBi)JMw6;6|V>^0Xu-?+zC8;W@+$Gq7SZaoo{$eF~1{WOu@{;6I8X>Ej5ehAwGk
zB1@?#-$I&!+Hkp57f7;PV(ecgyb2*OX?xK(y4^=%)ZQYW_w3oplM-u%^orDxV-%@W
zzO^yuTd^)MlQt>b)G@TLgj=kg?yR=N4XD^ug30XEj4BTPOvf5#UHhmn7H6q?e{ey)
zizTHTvE~n~$cV%wc~GvlA9gOg^X`@0PiDqprV3+%9Hh#hC(wrj(>KgGR9*IN2%W`g
zGn~hP$;pAQdMLi?0L$A9WyZJcLi*X+(Zl%3FkF>6MT&L!dI&H%^Z34mI^B`Wu179X
z1(hIL?jlgJ&;2^~{f^{vYv)s*Mx=57l#3%ZHMLQrGZEe)6MAd;$_?qWxq(*3Igb0h
z7<O`F>w9vp34Ap~3>q$EnaQEN#i7Z#z}68<gN?A&J(?&g)6#EHrAS@xTWim*nGUs8
zf<eLelL*-p3ktN>*k^7VvxyVBDJ)j{Z+4#Ds=1b*s=VCm8kSZp=B|K?jhzXR0NfV1
zc}Q^uAX}(I-w2kfKggc8D1%tv2!UeyInm#t_qYQg68CiPB91WcW2>b>4vptZf*%S-
zzl<<ORxpO1rrbp3O&Yfv3y*bFHm)*ipyiH{3HyhX?+th<bL=tNo{i-2=cTZ%h3W+>
zuU)?8Bfz2uL#K1ynGW1mcZd$H<JGsnk6F;H!D2*Ie9XkF^UV|t8*;Vi&!GWK&mDJ|
zOm^+X#}{K%AbSF=qK@rE#WG<ffEFS;1C(wjV=GrJol?Rv6M@in9wkzq=Udr)Pcslq
z24zi=OCdL36kjY}Yq&7YxLNQh8(U(;_#M-jLn>pK&W|GP>7B7JVSx6spB@6SYT@9e
z<}UME`8ibW?fTd1=ER|FJ#&=IYS}q5FRW4tavLj$#J)g6S#bnGQdC6@gO$-5O-KDs
z!{$Cadh<!gIjPv$&CJ>25L!^|#6(+@5ViNd{{FoxqPX1O)5Y-K-D&1AA&fEMbX6ni
zT-BftKUEY^d1e{HOm`<-ch`{YC*~ZRwUEM4Z0~t&k}FK|+BJ}36U@tm?YgIQ*YilQ
zg>2GN^Y}4>A9RMaBN)ggl1UX#aYub9tzawG2+77-JNLavf<Q(<<fH8IMc*Y=M`jVm
z>*Nn^<O!qslxLxx6zbQVPO%_7;+W~V(jr$Bngk=4z725&^Jx+v<qS`7!1jps_EUEN
zxG&+D!>Hq@lxSIYft#q!cLwQn$uP6g#{)bYO7{Hek+)^a?MR-T_9Fx0ZWqWQJOG%~
zTsK={jN$h9dP5Lvw()CcnBg*r@HmSG0LYLaqJA3CsoM__(=@?-dQ@eHm0vSBvBCi;
zsG$lKH`55;&lY1VY$sw8DQ5wFzbUKK9}gj;s+IN}p~9~0en1gs9jDWZ*sm6e76d<T
zw5zVN(_s!2G87XU>ky_AWiYbClBZ&>Z86V~$G+Mk9-TOhcWBf@SL}pmqhfS&knpDv
z9mWz0SCarDhx|J4_wE?$Nxp892mZijwG57N(O4w=U>~ctSsuwckJ;`aghM=K^2}a_
z7BqVIy})`}$C_Nq8OXtf5Xy3R8?5YHbsTAP9KtPOrsai7A0>!n3Ga=HEV@|iVNmmo
z7$xI&De2+F5zCV5W$dLU+Lp2u6B^Zah;cL`K=(x%aA}}ARbszm6llSzoTAqT%;$P2
z@8BdPnL;I(0KsnK-Z4Nr??J}Zp?*o^r6%pDF4Im<fCK`4n<D6K!BaeogK3eu59lYM
zq!vLGapN#F<N8Eb2Dk<MQG!{71Q($L0$n@|w-pTbZOfbm;e{bNR&l^0kb+rY0X4^5
zq6q|xIq{xavK)>VgTZpq9CoF9cHJZ5MebslG^XqjSQVIkg>2;L;m#kBLi|w>%TS?V
zKv~q$7|m=xOQhsz!B`)R7FW0}LP}7bBqeBm@>#wgy@c!u+#p39Vt=o44BXb*&W|R|
z%`GM$0j*%nj6Agh$WA12Zk=@#9}Tb-Y{*oWp=QdbYMM)rv?nquHPDYO?v7#?awjVi
zpAbL$pxBRaX?og^K`U4$a8FF_sHn5@4CmFrv;B|m^sm0$FYYu06Z2mMrT#i!^5^n1
z40Jye4Zpk7zdDb9#-0B4yZ>uJDRw*tx*y3R$X^f@ba)JJKfj<I{(`Ug)9ISO;46Mf
z(fl9$ZhGdo+x!m8_}vTtpTb-}&?5hbFxM|3FqXI1_!;PX8?nBPexNyi!H+Poy^Vf7
zzPy1l{({T+_2O@W{M}#w?R4-1?)w|wgI3W|-{HrVAGj1eT2(W{Uy!|Tp*LEww|2#*
z4tQ@s5L)p!NQ|A0^)DD+NC!K|Hz3VlfmVK=pcJL`?9Jca|K|)4Fmte%GqMx3wzRRf
z`UP{t_J?5LU!MDSF!1p>APfKiKxf9StR*aKFrQw#4<IlYG#Z`m|MD+)IB4>^0DynA
z6n;-t(lh;bu>4g6{~*v`Au&Jk)BjAMZ)lz01j<VHuL<<$ef~Xx(gXew=(VgRnD>8C
zp#Qms+F9wsMgCYNza8u8+35bFl0OLgGSK~okNPun{1=1p@2ceIef~X__`Ycbpey5E
z5qB#<?!Pw0|8tG}iM6+Gu3IAX$4dJxLc{P^>xllhi+>fVXQ2OSKYra|{>eJ}d!_xw
z3_;TVT6G|5r|0@N>kIE!gY_qM^$V)+FZL+;Q3r7!wXcQ9g;+p<UtXzO67OS<T9nHi
zlhFuN2zoN6Cpo;MYBkw~NMmAxQuHw8N02Qo@ui#V=egEhboff*scDr*C$EVl*PWzY
z?%iR%v|W$hk>mX5W?<ga_VY&I6I~pQosc7B2HGY)%=wd27M#8C?>zw7m5S}_dT*?C
zIH#YJA|fKn%gfhzp`AMMaZ6xuBDy-n^JQEKy1lVs?Sn`I0pWS*TwZ+ufHs(-T)@JG
z2tdK2qf)uu<NeT|{Ey#3LlZ^GVG^7(`NG4mpYHBLeR6?@t@QM+%j^e2#sUI_6|xOP
z7UPkGfXtgT#m{u8sHixz0s9~%WM~+>LO@7JFy4B0RzWvS!t_Zb8w^~2G#Xgk1RlF$
zVVo}CGr<M~W$QhcT?j7_;Fk<t4C+{%UR@y(dbN`I`uaP23zp=V$aYXkDG3P)8J-9=
zI|d6PlFrpnAh1CrJgB&+sF+>)BEk%4dRKB7)NJqO;lJ|QVc>Kka5*_>vY=t<L*T)S
zqluGorvReS+n!s%Lceg)5;Gr9Zc}=^%oOhf`Qi~WGE!1fa+1zju`evBsU;<$+mLZT
zQ>1%uU*y(IBd^})2+;&#;|8sxZTJNCiwOw;Y<6P9#B-t;!t1{T2OtVT!59cJs8ya@
zSm`s+Zg1vNdhm;=$XI#tZ(MI8>Y43-uBy7Y2o05p+A~&;`#@C&=Fh9F%qpBUI2d|y
zaZ!bto7)+^c_<8e-@vYh4)hWyiK^%_5TfbiK^2BR@D3^$R31Ko7la_t(R8%a^lY^i
zO$wfwC>#Nl49g0UmihQXnO{Zb<y)4%o|$Wan5GtCgQB~tn=DDwD<4e)C9<PLZdGe$
z=7bdt%ymV!Os0=N+{uvPYt(9K3t?d)N*KkUWI&Jb+=YD=h$?M<?nQJx7C@N(rvN#B
zIx3xa0>K@?iu^gLenDWJN6<+?bO^(VE;5_<u{D(Y=nJlMWl+|!VcpEpi%qwNb^%qH
zm4yx4Q4-fmrCzg(i(s>>6B7#yg%ezTQrW(rzkIoIVw+rikSg^mQsDk*X7$lRj$*6I
z-PxR&SzrDhX5-r2bpd@}by8uJ)Na!t5y3|oKiwBkND17vBGTTbpVg$FpNYeTBn{ZB
zAtfzILym~5xC98XP^!%0DZ4@VT4-f)Hgo@A_M^_#&Gju@vj_V-7A7XH5@7f1k03`g
zlvl53XXEf3Hy7J{-rhQ=VK|n~33=J2%FjYGlTV`A3U8$oRf7zA^88lD4@PIGq&UsO
z`JjMtZRM;dm|CE0+H5wk^pOI&jER*NC$2sNgOn5v_=sy|ajUA+ud7dcAsDu%?rx9Z
zU_pV7gb#DptKrg8Qc^O~(gwzK!^6WI3&Y_Zx||Hm%n&ertIe*ZxDzmNu&`IRH>L>5
z4+GgdYlrV|bHCN~WML8uyQ=v(rVV{DV%SrXz(ddsxLmY;%G4EPTTh8RD@e50Tov{b
zvC<Py+M6v`P}4F{43k)yUC8yEV5MVwf~4#9(OabBe4I7)FkwihMj3j%J>8|(`0(L_
z1DeJB&1jcxSdRru3nRwb=qN^>uQl|#_S=(OwTwGC))p#LOMiA`*e|aWG9nIWKz|D3
zI%!BOID@x&@3$y>hkv{72^{RxrQ1tPlz+i^87e{99o@uW^j$EnQEO^tij^)0I66dp
zJ&_SZ+87Feii(Dsy1b;UtgN)Ol(3rP2sqK8D-`>a$hd=%tC<-B-I~TQNwzKQJPE0f
z6f4vC+*GNVYB3HAg^@GyX6R&Avy|6II{~a1K)G%JohNPVZP<qPr3k*Pae$zqCZc}w
zr`)QCQEpd3#&)i`8-jS&?=e%1_Px%=Lr+|~06iEOFF|ma$-1~v&)XHUGCTA4sI%|B
zt@4!|9{SV)*<4<tTylP29=_VT!|a|Z_FT<WVP@?=T`4Sk%B2&v3F!kR!w3*MyA0$y
zpV<QEg15>a=(sAV2WcOmq$!RT+x`rfUSswGk{C5nIbimVhEI);=p9HG-@DqV*B099
z)Js$VeVg{$z<v|}=uTTVI|~Oxmp89edMPI8vt40MQ3)HIe`pqXjI2RN9VJpIt2Hk{
z5(>_Uj0|wf#esTKmH15F#0|`WHX&LzL?sm=vJep7e4>-WlXFDvB~=L_wB>hTAPo^s
z62eZmQp}^NkBdsu5^9!??0mVz)!FDw3<ys(8qqel0BKW(82)iKzUf*@BxNmY<5?$r
zC!k-?3m57Ds_Q>h0)&nbj~Xlz1`ZjIKI1XiEbfr>g8G`$x1^?GfETTvz&c8HJ*(TQ
z$+Nr)06`_T%WCUDbHmA|z~M&@>e?z!T?P<@l(Y)36dvQwMo5ofjGUt4_0N`KI-%s_
z*JEw6o;V!Lj(*eoCV)oM%!+A}-+R^dyeQ)+*&;=NxRal6rw08IuLJxdtyr9pi{FKp
zAOL4XT%4Bd{cE178zfuf1VmQ~gsIA02`&pOeIHxd!{_YPF0(I^x*z&A%!~PqzA{RM
z9{?Pf#cZ<Ln)%`dAW7%LKcAH`fP~fqATkrA^^MWC5G&W#I9|g<$PA;6TuM@!Cz@wC
z_r=}N6#=u_YC`LIE-zP<l~Ro)e`Z9=?()>Kq?Xt(o%G<L<?)k%v_Wuv7t9B%XE#+P
z***Etcf6SJU<=%-rX|{Ho5g-6c01F7f|3QKQ(8_y)>Z$KTl;L=qC_<;^Iaq;65>^;
z(`T=Q=;d4JVq^SGTE|>WHA%a#oZx~*@tP;h&Nzm(7PkEiI3-__F{uvRO-<eOjEeSm
z(w=ep9PF{^KJrrl2JU!LGL)gO>fijcr>sZ9DA%z`Qv@;BSse}YtN2UHslKksM8JO3
zNH*L=1f-3ZfjwJ|!dd3F@ydxr)6P4qeLBAce2$#}I$7ZBFh1Q+7P0LowG`}N{MKkl
zFS8Gx#;dZ7Vtk=5AnwJsOLVfaEtta)10oP|QK-U7ALPQqi$jUEv|`KWxhy1QkHm4T
zm@7mkrmqmfqb<X}47@9ATyZ~V9(#aFIF$!#k|x+X0e&(HcD;|JuTCd@s8bNfJa>-;
zwt%}Uw6!mtQ%SS6;*l|V0JD>O4HM)I%jHA3*WOW6*=mtCaa(}1Jlxcth0wx{-O#Zz
zL`xSwf;!9Myq`x+snU0857NaROG8f*J6cK^Z>FVcUm7_E3w3pA*Id)+ey>OnQzdj^
z^8EcYzBKs;d{2(XODJ_diKTQX@BGEYPTolYxyL)XA6WF=msUBsse%dgow;K^QKneI
zLlk<?hnfZ+>v1y-b4VH?aHLvXA~-JJK?&+uCdb2Flv3Qva8FZJo~kc&IT5ox?4Hgs
zIdpNt#Ov6F8{k9_8(FYMfn@H+bg4DNXQOH81gVT&5eY3TwcdK}SByK`F_%zHhAeyE
zXuR}RD(djQ98-&VSFQSqXtseqyI2>=R73O(q)31AU`e*IAHI{2Sq(3rp9vou8DXJ}
z@Ktl&9{3uk+Fp{ft*>%otiv7>7>BeWuFg*G8;6uP6o&-8AEdqlwB3ILnX{f#!k2ei
z3j{I6OD4&t5_0)vg5tdKP<gZYSXp1TPqNMc#r$zMNMk@W$~n4-dPAqY)+hgqfiN_r
zXS!-P;^xf<1i=n)shc9BJLeMhEXetUqIkLR=jM;-t+z$FpZCM!wmFp4thy+M{6#g?
z0;AcL;xqMM;30Rwi>a0por+&5Th*U~F50pmcuzH7*3_O}-L7?P*=D@EKM{ujlQUT$
z!sLwGM4Pq;ng{fbBTzEYk$`-oeJ{OBLxDk*ZCjc(LGU(kmYcBPZ;<1#)uKqnsaN9o
z)}+9J4>P?QE0eL#A(a~g18M($uP$ZAbi!ROThFeBBQkqt&RhPoleIIm`V~UK#E~2e
zMI`S@7MfHYC0H0A{asj$K0J}X{<%z#E+`q;&{1edR_AFs+H#)XF65Qwqr9W>yi%%@
znu!c-Fh`wIs_Ltj@-E7IHYmMg4OjD+)y3F4u?VO^4ftLCL5<nA{ANeF%;_(_p7PkA
zw<bu1v5!B2s(WCfy*odKbc(D%y2;T6cYUn&TX{tzn@??MH$cM>dgG^iJ)-pY_Amy(
zMb9XQw$LHKsxF6iveVN52*NU9Jc@xk`VRLg^eD#zV$<(vw=CUx{q+#`366*wuJ;e3
z3qQ^}zXTE(-{4=rpJji9O#VK+@K(9=BV6^TjzxbTulX+@ixS&p59E;h9=~gow@|BR
zMzY|mK>34(KuV&5VFrAH0h1OBf#q-<$AgBIg8v{Ug@z}U$OKIV4=z9u^15i=?|<QO
zYN`ErF*!CZv*s=%D|>P)36FE)?9<)7MoB0hng!_d0njIpEc)phxt7j{Cr~)}yNi?!
zmH^dv|MvJbrF_%=jP_A0F=){W1Qfw0PQY$HH^r2!x~FFN`0PPnjIKbp4596c_QyKY
zLGl#87d|<aP0@iVB@E2MsV#ZUD1Sg+2S`%DE^s5}s7ZzgBbK0$qujI!1qfx>3+NBt
zwvYt;3Nc^PXf+cC=gG8CFB;>Ohygnsr^s<>DIlmdsMeArWR<13xWC@Mt!+s%f>ZmN
zBunzN$*?-((pA%M^b;Sa&37#2WqWch1GQl=k5RLN)K}@!lT)qABSN(6raV|aH#?!d
z|4=arW?^&6rdVIhtOHg)`wnULa6MP8iPG@PtzZ9yNal0QC1v$0`iJiW$Vf4j%zM)#
z#g{S9@P3DlQ3YvQu{anj8+Vp0eceZvTt_T85~wCc{g$RdGY+!_HEy$pH?8g6j~4pZ
z>hB4YRl2^gY!OsClxbSticZ~c0waapJ4{=v4mCJXb#~3zo!7Lac|W(iR_{C;fNUJ2
zSl78UZ5MN_A5VK5<pXW4Y9Z9Si8_s8j=%9^1&<-Yyl#aoU-?bT!g=_w0k3)7w40w=
z&#$)m4Lqn)*50yu-M&OVuMYb=GQhD`<LD>Zim%1kiVuaG8?`}nj#!MLI8#s6P&!v>
z!eSm$&F$Y^475N$PVqO-z19Nr0;nlj{!x(n$Ab7}m9WtN&SdZwT=)qD`J0Hs&k*UK
zTRMLinfos<ov)9oh+3$9Gsy7Bpdg6E$o<W^eo27}$a@mFv2nSXD3VP@aN_Dp+EB#u
zNX&5#!ci^*d?S=Dhgzp?Hz$l_@@64wlWt4Adp0}JmmBUkN$e)4$Gf+4FBE6qSw3xT
z-T=m;?LbkW_+4M*Vh)L}IGDKU_;i6Ou-*#(p<qc6Lx^Pk$2vMXY#<~0@ZG{6Ss4gn
z5b$B|`~azArC_1*<;avMKBEAN<WHePgFOl3nle$m9}NhK8py;aBG4t=d!rnpRYr$^
zh-3ru6@!Ez4w5IUdB@@J8ru^ZYFr&*%SKO6Us<V11IK7(LFKVy^QCfOLY`_?p2Q!A
zKU=Po&KL+V2=Em$1i?rS9_KATw&BySD^iuUkb*{Y>ara2=~K?uRt$MzVWAn2FCUqd
ztSl<z1{sXHf(!{MDKSw>Fz4v^UYq%e5-}3s$gY7*A_72MWDp?Sj8>nJ8fcP$KzUOK
zV?*R*q#@w;oUK?U{)fV0DtV_bcSr0YTTh^cN+d%gg7K6w;<>1!l0>_sq4rh6YDwt(
zel^G$JP3VZ+ZEXaNe&pqRI$k6SKRQLQqowyXacbLlSx!8K|{Pzktq~nys5;4?34|7
zLrov>XcaUmT0L@eu8I`YRJ1ECw~ZvWXC|X56T)c8L$^ThU8|s?tJ$+krt(1w2OvoA
zG+~o_aumA;@P*o+#U1I{&pU|h*ghkmk8I#X$Vwoj3?hdRPd0lrY))<?8r?H1Z;vcF
z7ny&2RW3fAF=M(t#MD&r*2ykx%2z2iH!nI}ZdEI6R4Jos@DRrz8;g<X&Kg$qi_N+F
zt|{X{<c}gl0{Z=ymZlfNE>M17G@HG-z8jgp7rj!*NxqDXhPnyN$Ju=5>jT*FcT(w*
zQcKzNeTU;?Y`2z|`^(YM(cQ6)g6tNpeD|B0(r*p>0|u6YEh1X(s2Sx6aVV5qs78qA
zNznWf`dAT2p0P48z_z!-hj7*J;8K{t!bU))^o(nT;&ogKbEK3Vn?y>@#(4mFw1Qfz
zi+2Mm%e~jP*Vos_$14U5-L@InFmQ1EW)py)J$q5PwZJ@sPRz_Nku3d1wCtNClvV5s
z>2yd2Mv;MN5=QjLeNf=i)@PXfT|W^<_A7xMqS5lG*>Gq?Yh=_b<Tbjgmb#wRH%RB7
z9(m~<;i6%&d=77AX{-FO`uVe3>FoJ=NXUR?av~aTP;F(UGs+O=<>3Uv)Y&>;+qtlF
zzV_Vg)19w~=Pk(@1*9GELO$rgd9wi(Sez8Wx^DdO`N$3;Q!FCFz)nv(vT;c6eQ0#(
z;L^9RL9*&;`!L+SFZ_5Q?as63Ap^HlxE4;2!^1~dRS~$nqfO9XD&iNC(3@6n^d6qK
zy6dm8`G7BV+ba7qyk{@AGV^YnjD$l7bSOp<(?Ayc-%0GH<pxBF`Y~kdZ$<~G?b>bk
zNW9nmn7qgVP5S_Fag7=F9%1o_(TAn2qQ0iNxw&f7hAm|cqo%B+{XVxRz?Cn(atXeA
z=3<8#;I@U%p@!KEP&Jn-em89hk)*Fjh(4-j9h_HTmKQ)1nQx)_Q;k%mlvhLZh1E(|
zFN<e_t**<o1v+LrNbdqW9te+*hL)Cwj?UU!D_w^L(mG3Ki%#~v%G%lk2M!;M#9d=w
z7dww(eH?5YI;Z_54BXk3QmQtpgb>ClL>CJmP@}ff>X-HGj(4%?M98UQv^2#fv!=<8
zfvbR1d&$n<6{i3~(6D7t*LU)uj(B+)RO?2hq1|To`MLqPxS3y0MheU_<}%D@KNe9A
zg<g(@eG>No!Gz{%dIY%)s)Wm=n{Up!!cx-<Igm-M&21TCW77v4hGPu21NC2Shi}_@
zJhi$pVg>me%)j-%oAVOTW`xkcx9kSRas^viJd=u(JEYH8PT*Y=6jU_g00Na&79FW-
zW=WBm>Ezpy^K<Jr8Lx^lYAR|%3Fyi1J5A@u^Cz~cP-rd*2`D>9xFn_4qCpRh4$?5p
z$`Zm>wRFBip?FBPobFW6JZVCDIAM}V1EI03(~GmaE&lE7M#-r<Aj8*=MBBSf$M32W
zddGBpUFPNhoo&5lSwL(2TgEiL9bgU;6p}HYpfRR=f?GCo0&QPcBy12zN4%e*xX#WG
z^ont{7zDE`W8;^W9c}@5&WK1xZFM&A9BBaBT+Hho&hzS0ENwhE;EfK?nHT%`P7ho~
zNFr=AKlCD0nR$^#@U?#_WIySiIOr0J-J5THW&aIGRxi^x`80ghy%gmom|QEOoI)zG
zU2V!)0R{qO=8(dtnbEAgHo3s7pHwr_QD2^^w-*1_v4Z=0_2uIhr1?68eXaPAn77H$
zvxX{Ew_kmMwc2yUy4Z99TV_s0){cDBgke&Rx29c*o6X67@8jVXinG1vOy$)C&;6|7
zw3#^t<QO1j+$YY99!5&MU@^UOP{aU<6+;&@oI1dQpo~YsvrP(AYLZd|vr!f+uZ4x2
zR&58F_J|yKf3Ey^Z#>`OaOwA`g(u&x5~)siQM@V19;DMM!m3ZH^G<f$iv(;xQpHG}
z#WLds3mLq%Eh&(zyK1gl+)3btYeAiSvQQ02A#ZBrvaW7DFjG<8N*C9i5=*PX!H<l%
z2$-Ba=si(YdGs@YNt2!r;B|MVEno9n`Cv~qUz%6edw^IN8D!{4tMvpNg6x!4P;lVu
zWjfrt_i4caEo0BQL6>zdHSDGm|Ji>~K%O930NO#8>J<->o8?%*%(8fbt7To27fW1=
zu!8ug(Oz%S!lIPAB@#uF6tqDe*v4?@JUna;^NQqfc@U*A!NA#O1%Zm~XfVa`!<x;r
zey=SF`mPrk$a>d@bF~Z1h$hiBS~k{-3Ep}Q_h)Ie!$5nzk2Q}IFs>?GVd1Yp%=}6Y
z#g%hhE%i?GIW$4fHMMM(Czj31L=w6I&zS{=!+<!B5i<9Yz|FYFUg7LM`9&vY%tw?{
z2U9dt2XJm5EL(seDLqf#%PC*YP`1Nqmq?|%SGFElmC(dN-ivbUlz62lP>%4_Xqw5Z
zBBzKyeQel_FbojZ&5WP|+SNsvpR$ux-ckqg(gtd;>dB9v#hsX39M4f9Cj#O*EYAIw
zK4$r05w{~ym|$72Yjf9psr^Aiq6Q}X#R>BrjZbY!Yi+}qtN;O~{+6;;p0m`*9>RBO
z{rH9*!uVm>V$U8F@I*+t{CL5BK>R1l*R^?j-t7oF5arwNklIkSfmLuJ)OYIr<I|cx
z%E}`g;vzxz>fU1Nt}%DEzSq^^o(JGWTu83zDM>I3Tkx0C(Cy4RTI7l0kA!(hGK60$
zHiXYRk|Adi138J;cXt;fXX%DSvRDg|RNX<mh|k-=AL}+EC8EJ!acd8eM5R&!d?Lfv
zbY5e`E_w9gxbsS-#P&GWo$An-1S*{qcT$aS@!}kKIW3p1GN@R8w+`V>rN#FR%4mD(
z8`QQ=9F3+!0!_}V-y|q1b?1sZf3Q+~7=?gc8~Ho->tZN@T2rlqlMlvSueHM>@03~A
zVi(T5MUy^bqPlj$_DDu?zNfW?D|Io$MCI<K(>;~!6l<#_I%1^3I&K(;omt0L$Xr2f
zM`N5s7ymqrI)vIr^743J4%DXZ`}#(tQVI4)ht=OwtPHI5zk{q9=zmL)|Bc7}vn*Ez
z?=8*!4@6+UrsVz^P&hzY%M?o)nWu@7(=|j8!BUda@vIy_M^B-Y1m)Y3bYqkBd|C2m
z7UiO;g@qFbQpWG83pEg)kbc(c@ZGAy9*ESz;~%@XdRl9g3PO;>@W^UD@WVggL3)`u
zRdHfQ4cnNsvfpy<rd_VMqh+-kb={`ch%oI266g$!;-qtDUVDm~DHNvLpc}873~iJ5
zmhGxPowS^kDuz<C-q@C`Hc+=QFjLZXsCS%w^ko-~oeYW9n?l8xUpuUbNQ3e0Jq6|+
zFHx~;PX{Qjq{ZV-tkaa7&x=Rx^;1F7UU7<UuwovguWjB*LD?Og!wG-MVCN3G#k1p4
zW$Z=g1%1jilad0411x{s*pNt$k*WL2xKPW@t%NFStp9i}Qrzy6NY+v_U(gEO40D&|
zUgSWvQ=Z6w0&-?hv1a)}copum*rIVz4+WhEv6jpG9e={q61DG0?PEZ+%q`-hdZcG|
zbi5-@JKk;c{c%2(@hLn8Sk%DQ;H_(R7sH}huI+F`SoX*+gN_o-GzW2OHGT!Xfa|hd
zBH!RI=LF@A)<kt*i>+|Ufdqqw1!3fMIWGo~JxDoZWr1l!R07Psf$pO5NiN!hlkNxX
zOg;$e3TGxLfT?XwkaJ1f?c+}4L`q*GT!`zIeX$O@(5*)U>H<7u8ZSrIPb)pbl|y2=
zF%t1HK^N?P!I(Llxv8cf3MO3r;xR0}jI~)`BL?Pj9CzByCA*4$coBmJzD<75?y7`C
zDDB11L&QrP(ZxZ68}0$(feQak1F+l$Tz)BPHA6*~r?{W}Q-mO||94?@u>N&xAybjz
zPZ+39-@rUxTj~<J&1+qsQ+W{&Y%E9WN6UC1bU5ObI49d`)sBa0la`X0xvY(?h>Io|
zc#W+#S{D=(P|J<8c`%c#$%Yn}=9SBXS}K8))zp+ugxnc|KB{@H%B!TuSpWvP%<4Is
z=`d`@T@G<_HiJ&iZb_D}?zP#ycr)vHelQ6`ESg?{YVvs9>MO~+R@v7Mi4VLAd(e6&
zd<K7Z_LP1F*kj$-+K1XV-><sLb%<j!6IPFFjcSeKiD~Ve+pQ>*NQlz7nEocKwtIy)
zb;Hi|9jW*Fj2t%jy)Mh#*ep!$sBT#@dHV4PWyR<U(u$fScgcwgu5#Z@&`jS9xuYC+
z29APr!6UuMv|l4CV-qKZt!(8i%c@Z`>%(Z?f>`m*7aJ9r0@BD_-=<{L+k%ylK(@li
z3`WsIJD1N+&P%~rJu8Qq1~6awdstFG*Fc>euVXgd<657H8z#7ck`Be+_7mFCpLCRX
z0BEr-Ohsfb=MH{iC^HmS1dF3L5@H`@D~jV(QoPZ3f*uPoya`TQzasN%lQm84@(v^0
zy@%@LS$X&Ex$z}DzQ=lUGPI1HD+m2cwy>fvNl826rHW<Z9qzD~kasKEvxeeQ`B!TC
zwOV-!$Ip8@4~;?Ye`LRY!>`fPvHeaB^eYVPmoUO#Q-b|!)&7bSjDg{gY98Jw5r4$w
z{v*D_HR~lMWS$Ufg&Y)Kybq#5p*`iwiW&`=7^S^n;xW0$5-7R*^Ato|9IPRQnBYtM
zwMDY-zN}zRfP4$UaAI8eFkt%b3pedG;)+2OMdD)ad);vOB*&o28%<97q>9~|*AGMN
zYwWw6yV^@a+&X68zM?A!#}}8SjuFMh<fFu<Nrz5WPfG$%7w^kZM-7c2(saDP9X;H@
z4t+Ot9Ch*{b3@qX7PdSQLLl32^&Z<3{SI1wc-p*H61ffh@y@IcZ21!FY>EX0s2C{0
zGX>FQqK}kY2A>z=%Q(g1`_gyKU|h}f#<X>MI>2cCF&oNOn2iL+QPri<dUj(Qv=O#-
z^sjI<$&Ob?TK*p%Q*s*&>fu6GDQ}coLwM)DU16O`R_K&Bi0gTS-bFl2dH}iL%3l>m
zdpfM{it6Z;BCmq2g1S%G<U>h6esrXF$3m-|xF$YK>?dTKb2LG$&O!A#Rk^E~H`t3R
z=vOp*Lr`=`corq;e6>~C`Lr@rt)4UtL>OV%mOrxP1Mb6HQ`%erIx@+@%9w?6A*pI^
zRaVHqSoT#-9_pDPiBmhGpWL!3t}_;Q2)5BF6MYCpqIY7S#Jkkk%>-d_9<(V9bulu1
zW%9@Y49#_(x0!=>2MlXTYg$3SHoIMPPe_PR28CLGrci=2M=p&aw!1}yg^QS>|5HHM
zkRCmO>?ESaiYt4>_r6czRj4i0S@OA@edRW71C<|m6&C=XaP_N?=rB!?aw=HolaJm>
zc5rmSf<oF^a=fRQ@+7;yY?gIYLgA2+yLjUBBny@wT{y*f7>RfZ{8}MNc||BYPS2!q
zjD!b{Wa`K|$&+tx&U*yQH3-&pH+tM^Ztn18d--`K%(9QA!m78n^KQPplKRO~0f<xA
zEi^uJ@XV<b!i5l<TN7}K80OG=U2S|(VX-nh_u$@loRFl0x1VQtvSDMq=q2l=(5gVE
z0Cjqe^W!IU&OD+w9z)7!GEY)Z+GnXy2en3mXCkdP3q}LV-gMfMPCV~kuA_(a*3rdu
z#yp*wR8eNoeG7Fv_Nn=)iVL#>xj_dfCV#8t><Hp!1o|1f1<e7n`lIwWcj|KxG$uG=
zuvD<QUZtK-#SSQHOX)Fr3M~D-^H+rVPMRs(@u4mpX`!TIA*W%o-F=&kKy_)&ciML(
z6?wqdFEL1T931PGR8qwKjGL((wkpC`kPgY?BU)ZyYp_}3#ZI#<gYQ)r%8Sa$Av^}_
z8MJ0ZgWiuYy&u~qV{xu;=?u#zYV{}hvd6#r*edL_0&RJsAr$o5$$6+^s!@RCc?^Hu
zhOroUCgZWgm=y+o-Pp3Zn=Q5l7Ny8hvG$0)FS)tmP&eV?bE`Z?D#VG)it$>;iovNv
z@QN~Fbjhm*VC(V+#_NZv`Nd4p(=oCBo+<c&X#EG{^}|;Ejq&=Us3^nFsOUfQ!%CBv
z?1)(H0#6Ug*Bds4TqFVv0Gm{C24Kqxj?N^eAM~A%GswRLA;M8c8yrI&o8PNF5r649
z!HFKJBtfPk;gshixE$j}+S8dnouU0GuO~l&zO7PzLNnb~jCnmXcdMSdR%|45q4Q4S
z^7JJI?vV-HAjXQKTFXCe{4pctAtCGj`qnhCha|hJBmcB59(8O~<n(H=Ak2-lEw4aJ
zX)(}ME0Qqro1+^?+h}@&%3==PqpqCxRaV*bZOKNlcT+uQ+ucxCel?||^FY7b#Qmkp
zn504)T$vTDo+H1=!-4Z$Z;`dt<-s>&s+YKkz@FQPq6c|Z9*Vrp<7(|_#nGh&w2}FV
zQFFs^JRtMz51Ub-mwO+qoLiQ*-N2+ST5t2KDvan4t~@U24`*@nrJk;)D`E0+rw5$Z
zo~AS$A7UQ*rmBJ>q#9UjO1@_H`KaeF^qZq7_i7E*dn=J1P%F|MY-zc>cweiqfKRBo
zCdycS-P*m$^tOy%x;Zm&uQ!FewVp|z*{?GiZAz;%sawFXRy|Do>^NG^!&^FwcG`oK
zUb(w@kVTEt-}aDQf`U4v^0X9Y5iHu603CF`s*}3%RAOc2-CVC~;%puF<zP$TThQZ@
z?7b}q`|hcRIag)k#mxbh0sSbN6FgkfU^J0H&l`cb$DPaLK7VQ<ZtLR;!q9h6BpL>7
z_~zvAeiOw(Ov&`83HPbjFR%7c+Dup)XI;+$Zg(!WrC!f2w$&zX0sAw=z3G9JJeD4-
zP1YXcogq5POR_yT=~iB?4bO4wF226=vx0<=XuD(?YIWb#o=<0vQy*MNv@ahzRF6$)
zIh(&Tveq5QlCqk>rJszJy<Dkiy|~z3+T6FH-hFge1>@a~g;)>NQdyrI^}SQVA9lO$
zxV>BH(x;oEUfm&c$S`C8Iv*YJ`aDPklVSn|MMYZSG)Sv)bOa+#-bb@;X(^#!$$oYL
z%EnM@wvg-FVB|tVC?nauw2<cr(cER2{1tw;r<5A}gVuEG!^!5s(Z+>0O>1jQV@p$W
zt4n<oR|1y+B1r5hM9J5u@ZA<7W+Ry5FOn%`acbyXk=7-E1w@}=Lr6S(GiJs$xZFZQ
zC=F)W_kzV0_0vdXIL>W@AifHjkwCA~-;7U<N?Hlcir_|b_?zv`xL&mKH1;@8HC}A8
z_~S2Vtg)+U6<goG=Ig@_9Np`Ttn-6shrlC56B!D3P!mZont!J<qaQV=6OU}CI!u{|
z8~cc5uM}+KpW*9Nj_n#d%t3S~9eO9N>JR;)jUjfjIL)yWsoB7#B)ewTMWjklpx5Mf
z+ff;gkPaOQ#i@I)BOl)k3C+#&YjgSM6J6XegP2F?uZ9OxSRa#;+jHWja@8jv!Uq8C
zS!O|4ScZFZEg0Y%E@GUYJVdXkX`;SRoB<%CyZW@GS-lqLF16JJh1DqztUWU(9Lq9i
z7ssqkmw2mtds(FKEj;pu8FK6ww!ZFfR7*HFE%U>ioEap~5^Ce=KA}S$v&XGh1q{ru
zAAy7p%V&V1Ya1>5F@i9<!;Mr{6+@()12)qqj&GW;f~RzbZ0I>X6}bi<ezHd#%!o0;
zLkm(Kg|9a=62cM@<?+x?GzkbsM5;i9^6G-}r4WIcAja$LM7ZvB02p0x1vU@31xhwl
zZDM=JG~trVb3$1i4+k<^_w*X`V8k)X@P#j;oya~go5p6xd={|e<GXKlc;qM>EwGWn
z0yWLwL5oKf*>k8)mMh2g)pxU!OSCFXYZw~Q<iL&@L{6)SN4)Tr)I4X5uC;m(;KJF)
zcTL;G!U&WMak1Uo-5$$_`Mj=Yx7r3j-JR{I?o>?}>v2bt7KWrj7}m*Uw!;$P1E}Uz
z1&P{*pC>3wlzk0h^?mBC8J{}F{|3H<^I#HBqNdK|IFS5m>U{|3-Es;)4%7<8Vf#8Q
zav(P8pBRi=V@AuZPPpR~T^5fhKNq95pm+X6(J?EmAMAtnPKZd_n$Q61Yt4RD7_Ob`
zJptP{CDVcLBP0;J<2UUra>nXKN?Zosn2lPE?;Cx;?sK@TIudc2*8+=*V;tmAGKU{Y
zpk0$|2+Zh992z15RF(kJA{P+GL7H_|>#_^NuN)!n&#EvR5rEwq^5Tidgb6~%sHuJ&
z!kY*2r0-N}^pR^<WL0kt3QdBXtEmjiY4)m;ocXA@rDbVYgBmfhG?ZkY5F3YINXePb
zv-R<WZQi5@5CF7m!6Zgc2k6TxU}5{9fFuZkoVM6kglLg?+K-f6?%!NM?Z3cJ&&c7#
z5J8Iz>>MCHRfx}nB8Je(v6)XX(ht)>LYQU4iKn*9nOAd}6tJ*agi#xR^#szI%wM=>
z0K*3M>#S$uuO*@$mtm@4cR?6{PzbS(Mytenf+T1-_=<Tg5W|<afgzrolq5JX+*|@r
z3x~_xX#%W-N_csz{J?0sF3vAmHh@TGJ`ll8J6L4PZc8eL=Y()T6-AD|)D40Xsa0MD
zEkT~%CHfq?XRsO}I!N{X+ErdIuwkbVLo=o0;>zE#WV{lOP+Y?B41D1N6n&+DE6#IU
z)NG<1E*c3o0zzxLYM88Nlf#g~B|#XNR0L2>5t|@>^^-v}A)g!zq&B%Q7$-@Y76$*4
zCJ2&txWkGzxZf`JILBJE1>POgj(C!ZnY&pXqQW@6=`vP!q$>{M2uEX-;z=%c5qTkx
zcn^_lO22tOhJkPF8^``ag&f95<ha=_4(kU{p}aGnXCrRO?MhR-3UG>+i282<X&tZK
zVp((UpA^IwiAu>{2538`5Uy<smB0F8jMgRgh;@f(TcUZLcmhrehJZWvy{3Y96{T4l
z9c{S6azh6y?tmpU(>icVz|lIn8=_j*Ts;t3AYEA;A8Mo*c;`0(UzhvqA1Wh)w`9&t
z00&+oj76ma6Q6n9jfx0tfEs=>+k-&TGGpv&1bp8XJOhYXWXQ%+ov#EE`Bf<RGMeDD
z*e%wJ$igkPxeS&E<oH>zctnBC3lr1Pr7X4gu~_J{8f;4kFXPfextFTs#lX$z%qa%p
zx*oUrRHR$;*JcZQ-0&hmwBXPZL5h%u2jWa~{8!TvasR1USY-m227nN0YVl)$hWG<j
zbpRY*>1pzbOM!|>HgdhjZir)sJC&)ftuufFz)gbLA7*vW&GYN7!4=sa8X3{Un^pZd
zwOrsh*{t}C!<2+fLchDZjK)w~3tJ~9%q=);JN`}O<xAN$kJh1$gVg<F5N>TrNzRi0
zC3k&~3NVO3h3R)OYT9$X^P}#vhkzZBZTJX7on@b1R8Rbkwi&sGIiW3?hV~3ffhkDr
z@22ei@?GB`4L@#TBCwGxA3-8m>XO97Fp<%m-UZi?$zpCxcMcQZ48;@A6M<%FEJTZy
z1OcQGObH!J2!!~g!)0V3M^8rp61)ejB{HfW&NaInD0}ASZq*jw9B{Zp?`X$HBQKAY
z?|>-akExud=^|(krE1&X2~b(+qrqP6L{-N<+|wfFjnoKMfG~HZ-OjlxCA$g?Z*V~0
zNaPhYn{q6+K#YOjM>{Vtg)l67&jShX4@uqwJON~Wj<sz0RhUqH^~z>HPLi|V)qAPR
z`E{!HiSly}&Hg|e?^SlDikA$jY+U;7XTs&{G$q`Pwz^8PJIa|`8%*|K=+4>PIC%_S
z9IIk+TfyF12lSH$5_O*bq7x#e%t4!EU_u-c4RC{?WmaH==!qO~rMq?+;0Q5Dd9krD
zyb{!iHdo2hAmDnv(pL6oKtUdP*~v&eX{2O1ZkwQN^pr#(0JaW4KgtHECE}Xgy=AeD
z@hdw}S|bM<l0B13BnQE%qTFO5d~w`T$-O+j7?c8tVgG}yJ$`0<84x$z7Rdu>w8H%v
z*TKidJrO?eFZ9M0Q8li$*W!l{iE^kpF&8$Di^U*K8T?a45*IEhhy}&uOu6NRKym93
zc%Fq6VHlcz5Vb{!-2{OCx?y3tMLFn3jYO((2+vH@IY(;17PW9ZMAy&vY=Sk5SnN`G
znM31>ogPGC3X1V_&I7B95+P3EpY5dgT@y^W$#37AnoFb(Bmw2f5sQDfsExuw)1;eF
z*s`w&q_5=rinOe(4maIF1%A@a0l<HN<QKnc0q-UQ%NIr#g%SQ8k%0`cv1)P@J_Fe+
zxjN_Sd_O69*)vGU*n-6>4_cQi_@>Cr9R5s=M7N`xjXP?Yzg^Wbr#au$8}E76>oCfU
z!MU8w^3X6QZjqMO$BcNBj5Y%~-q72Ss(Fy?DhIcArnjVOI@}p4)yV3dE`N#+UDyT@
z)YN)raMaP7A=S4bm+=M*>>}aVm~nWPm9gtN*sN54dOt%ToK6!*9_1zerXx3|?>Zq)
z-1%1)Gq@ss$1fB69mV!sH5NUp^GF%+FMhVvt%uA<921>+6*)<uuRT!+@J3O1*-TN=
zIa^u5*=AJS*W}j44zf9W!CUKGWQB>3RPZ+*G5k;Lx`|^c1R(m%a#NeLIni;^Xcr0Y
z+jd}-aJd=;4C={8ZOxD`DJzX;gvX2J&gP<fE&|Y~fiWGdw&rT!;EoH$h2RYLg54Y1
z5WBh=Rsm1PWY#TTc^-tuWI2@B=;H7VBihO{Jj&7<k3JG+?~<7?g|8|Xles&hemU13
zd-~MqrwuxLL4ss==48sQjc*<K88vjmaJ-TNvr$>a@1#ArkDhmQ3A<sVup&m_0~9+q
zAH(XEV1Snl{1Uyd)o{5y>ow@KrG1<JX-2yNB3Gyu>QN-8>gMXjJFQ~|r}{xQjK1r7
zJG@$}M$9C+x@UxlOsjE+zBmv9uwf8%xHB`Eu#f3S#521%j)x^Tij238ylQ(`UocVq
zyRefJb8p8W*ld7P+Y1^Vh`NZa%xoOQd9_C|@nKTL0UaDbQsD(8dBCUNX{v{ZytSsT
zve9hphX7`ZAmKhY%XEvRen7x7oTMrKK(fH$9jM@lJFHHuF?J_!0<8p<C=BPke)3M*
zLB`amF4u(LmD1#}csUs!gj{!LrDozKT0!M3SRr2gQr}7+neKa*qBaI;Uao}6w-BE9
zxc=xiK{h_<M#m!e^2AH+L20AI+`*!{vqqS7Qx3O;;IUPAe*RM;MCP>X^Nwvf;n+Ui
z5R)i<7wDQnbS;rGgPAsgtq<;n--Q|Et+HM@rr)X?-0#Q@AD_ve^CvmJ?{Y3jp1e=9
zVfwhe6r$Kxe>X<m{&FUPwX|%#Ov#VC0v^3Y`U%1aZtL@^WS*g2GeMB7G}wtGgt{T}
z_Hr@O7*3-g*cWUx+w~72`J^@-NP5U{$PZYG)K`L`skkfn8{_sHTShgHq8b@f#b2Z_
z(fnZ)eQ(OtU!j=I$YsWw3L=0jV7QhfftS1SCln2LB;gT_=8z2iw2}CrH@mv(b!I_Q
z5acB}bhAF%?)unsst5#-Nt2;UzL{|%_T^~(<`h>H-xx(SGc4<Au?<aeGH^LpoBe%M
zad+OPxNEj!5D25_<}zrRhJJoQ9=4KlYd@a8&y%(@1w?p#rGz$flOibVRGzG2g_4F+
zbV$Jb)tU+I$@QUB{hHSVpB)C>+zJJhZTTz0v|Gm6VSUY#ZAyfpiX|(K^!Z!z`V>YW
zLG7>t=xlIO6}L#t7$XJOO6GP4-Yg{L&KCiZw|(=IIZM;wp@Ylm;B*H@PE!*W@stu<
z<Tt$oz{WDTObO?ylarOEh<)_eE=TL3aG}+{6IP(Iy2>*l=u^jddjmhFZec!IUs(?-
zP4h@&&}(s;1aj?qhyHkijd5Hn3A^tX2&4!{7{>tWFCgGeo!_|Jj46ZQYiRnpmRCDI
z>n<}fu%GH=e$cE-_)gxiI@SQaUtuj_E;l!s+=Z7O3|?p(gLN6Hl;bx>+8-|4rx6Ok
zuCVQw;~_(loAUOAT9zo&Qyij>>qHRg3PnW0Plp@TaTYjcpZf{U8j0Sc&Tg#7PIgOa
ziXpT{pJHz-+Kl!Ql&WK}UeC_7+R-*|7ezQg)HCFgvR`Kz(SFNJ`Sktb9*-)_FjX0(
zOaExnk?iYzMbV(doSt*D?|DzXEE=BzNPprO=!f!@oq?WXON!in7i{JC;pt$#r**Dl
zxcCnz*e|Kp5s@hIXv}epP46D$VoR<pLA>@#OOG*TZY1$K#h0A<>`*8nETR$aRK1V9
zj55KOGWp8Zv<lLbWZcpl>QEOw)B1vVrP7i>Kbj_S^)yx}eR7CIZGFM-DL$HnGG5CY
zIbvQXrw(wkZ{A+rZ+{+1lUaIt`1I)Z*j0;rv1i5U1J4K2iPof8JGi18jUp~9Sdo5@
zA-w7fS!4iC#h*4blq#I^WV?*&-Rm+r=2m!~_8bURy#*zfBxglsx%G&UGIg5tFs{6S
zt%!>NG`4Wdj;n{{WI~gR;=<nQDxYHLb`pJRAgU_M<~I5vpay&RgJaI26Uo(*T^p++
zd#gW)Rs1RElh(?ahr#QB9Nzmlqn(u}yVJezFm+rt8%S%x?54G;Fy1eQMjzKS+^o9N
zFU{xLkf-oJKYVSrYnNa1n370pm9~^*%PTgLeN_}a^b{BU@-n`JV7(aJM$Pn6o%}R>
zJ8YxCk=@ivHG-uVdyGli6L*;~yr?RfW*dmAi@cUP?|zCZ?9DnF=FTkZ)&n(u;<LY%
z2aqar534)oJd>VowK=o5VnG#bErHLH<;-C=@%Yqhr*@XK7pKIF_}!j<ypI#P<(k6k
zIyOPrdiR*SjFNaa*-2|UhWMPmXp+?V1auUfcG;1qVW_iZ&L819`o=u0Uz#v`)Wss*
z?fxb=kS%3pt~}oAGAE^{GpNogzD?}TggL_F<?$8x6RL3C9|a?S%LFsiGcf!fjAZzw
z()*WS<S&`vU$K^dL$}57);Qoty5uiS78u^@*?(O63qQbHrTLF5|Fp@%uiyRce*ZDu
z*8e6yz*|{9(~lSXXZ!$f)%=XV;ky5MH-_K%0shi|;jQYQ@r}xW;b*%2ZN&KYAAid9
zZAAYz`kAA88!^3&epdazjac5;9e&p4zi|h=z5W}Uzz@m4ea7(imp}FJ_SxTbe_;IO
z<$nK+@r~ht=?9U*FWo8rigVz{L;R+k-#7=}zWd`2e-4QI)=uKLdhCCZbAajReg0&P
z@Bhd-00)jh_FrHd_;*UNalpXb>i@8^`iD?|ku*KaU&`Ts%!q#w|4+t?KPP^cH-d(L
zkMe=(=XCt{#QztD0w~)5n+ydJzJOMIe=PCea>4X}m5TYXmi}JiOusGeKSMx3|L;$D
z=AVoF-;?-XNH+dIG2wp*_3tPA55xBN;%EFh5&zVLe`{&;`+R@<^<SVkVg9M*e^2`V
zGX29D104a?A5YBR5DtH334YlBe-O-1!~fqF%+D0#|9!#y=9>JKV18_Oe=nFf4xK;0
zL;XGZ#J@6S{-Yi0U!F4m+k83y&JOm+8|nYd81h3Ezv$<$8AE<}C4aB9Hz(x(9i{z8
z``Z66l=edvf3LJ3?&9Ao?f+r#EuiXJmbFndNP@e&ySpZk;O<V45ZrCy?(Q0#;O_1a
zAb}tW?!hg%y#-0m*=L`9$JzUyd)|BZ|5<}E)|!)^-94+Tx~sdYzGD3=gLa?X?APS{
z7vYlF|E;C*@5;#kTDYVKLf=#Ww{S@hI{QBj$xl-Ksa4_M&{o+0t@ZMMo3?UK)Ccna
zX6<=k%HNZp{jV&_zn6%|FvZ6(#m6wk$1ugmFvZ6(#m6wk$1ugmFvZ6(#s53Q6d%;+
zd)@jU!W7wlnXG;rruZwT^`F}C{O)}4KdW%B#m~un1ppy+o>a^G$=j(TO7@FO3SwbI
zzVX#IW5HyOHX?nE)f=KmoORrbwH|sJ?3;x73fGprn6y`lQSX^32-B_UXjv<-{EPK^
zErzc}GOZh_>BoFf-nVH`qU}Ce1>e00;@LwpVf|qHV7%L{<AlBVL0%wA1{Do}(&c8`
z$2xc_u82PqYJ~0dBzi^1$EuIXmL!$!A4Q}tf$X`BOc@AAQ7F`Fpx0-93e#ksT9cS4
z6x=P8de#q06sMkT+*|CB@A}q%r9O$OZhR!1$t6tPJ_0xNm2j8QcFxSP8GSpHj}SlO
z*@u<%>f`{jhHyEsf(#>Cc8rY`9flY2@vny@qWq?sBW%CWKAS@*ZxSNLoG;_34Bu4a
zZ?12=)iZT9cHQo}+|p0XNORz22Yc4!(@_wd6IMLFjUY0)EUfRy5GTF6OYVE#R9AML
zPEqVduJp#049PE9UzGv_`Xz_2%qByCnjC6XK$4xj6M@^Yx9d^jyU)8!otULqwVcgf
z7jeTcwu+p-ljv~Lt$N@FK^1lznce#J={e_gFg0Lik)9aMR0}j8F*RiH(W83A(X`R5
z>GX73I|y7bo%RZtvuumy(z0NZQ1)&m!-;UjB+U+t+SDjpvI5i1)M)Y!xJg@x>hL*M
zJQL{$Cc<8vChdF4j(pVsC{!0PWgi_KO&P9osfiukrI>%|WMN|_OYgso?Qeh8X(~)j
zBb4y09R#X8#!TD^;}nz$E`0u$1#>%Fsus(gDV>*-eqIoRL-p{S5KCv(*o?ffjO>M~
z5WHHd%=02)b=ugnIC}ch@+$QP!aTo;j|%yQfr_)rNOJI@<$Dc&Cok3uRLx&erGbCL
zHdPFHnbdvRnVN!!^`?;6+Z1j^!Rr;^?7+3q;i=Z^nz6I4IVVy^Hj9tTbu}-o-lFEz
zRM#X7`+!)+mQEy}*zh;i)j%NQ<f>B%8&|sO&|BuWqERE;W6e)I{am3<1&}ajX#4(E
ziaSdr<YN*=y{;JrUAnTMIvpZ(<(Gog;LSAE$P~spxt2F4@hX;VJDVQ%yKu7SBQ4ew
z0qJc!&kI~fH-tvZ{M`0x(*tffb#T(wCHRLf^oMBgcn1vIX#<S3CQsGkyH{J~qAz;I
z>tiehZ6dhe92S(dXDhFRYX=yfhrbkJ7Ld$ixw~4T&?CWyw~}6DbG$}uTyUKtCTg1+
zz~*sg_&m3vmfadN`kb&A-vRdX%q^H|pO(pPBaIi|X=MWF<TxDRfY_O+&QQyzvklkh
z%+^*jx^#7Lr;#(F%OK}dj-ScS%35#1Cq=|#|G<>~Fa_PuR$QEa#}{Y&b&mhr$%_52
zSnqy+H2t5Qt#%)Aksoo9A90Z%agiT!ksoo9A90Z%agiT!ksoo9A90Z%agqPKxX2HC
zo%>zUKj0!i*p2_mYWmX`^-rDQ{N8B&pWPO{*2RR(CK8l`W`q~_?2`x$m6ZHIOIz%N
zRnEx5!o-y24ED_eUD*Mi-ogSOe_ja2$*I1ffs<=mHR%)XX!nP~j$sNyQetXyepRo;
zz;Z$Y4ho#7!81vTUpSp1dvXlWVq=w_P{}IGN5-IItgjdu>j{gqNEW98I^|*CtGoF3
zlKY@xZfzIP3<SbjRk4ta@sK=)Dl3nz46n#dt4e9=TZFKnho8*5d|RmxNG%T3HP&B4
zk5!zkvO9$j4h+Z1AtYz+9vz;1C8g|}fH$zY)0_p%9lzIMZNlY8mg|EYi@Ih=>U%Yf
zMJWMmRoRZhg96o-^S;8?N?%${OTx7;6Joa{EY7bGDIHzCvU9fhpnK#46=jjhCSHod
z#8)2Y%g_#(yi>=|Xk<`dwrK*72vbKo$!N<=F=Evxx%DPH$%dYgsWw`T#FlQQzEXK@
zXw6TWZyQ31&FQ!C`D8@B^6ia(2h1dG22Wuw=lr;)RCEMfx~^)yNL-j^_EU9o2Gtsq
znQ$SPT1)LF15sm<%7|QlRDsIzo>-~b*C8|c3~FuWXXza<4rc01`E}eA3*snWHj8<e
zsmbxJbMaW>&8I7j?=m4=9WAuk%F4)x7t|HhLFCFKxYP0~*s!-);k0r6BmB9;J>L}`
zyeSxGb+X3f$KK)u^Uv$dekVP?*rRv;reFmcGZ_|GO3DW#U@7}uIEn5XYTj$%G(Xn^
z$0Enq`^pHL9ii_SeXE~w`YQVJ`*w%2TGi>kft!U}T9Th8wC~i#&#^Empl!#^G4hsz
z>jukz5)8HWL6EAn5LCJJ9XAmRYhFicg_IAICj|i+)Y)n_)8xQQe<J2J8XCy-BaviR
z2<ZSgzaR&>gBLtdUtjQi+zniV<MlyZRGn{cXJkc>W7MOk_L6xQ&Mf*|ciJBWgt@na
z?+?x?*zd*cUiR3zxc=tx|KMl+dx2#AD=u`80{JMAj{^DM5y%HI`@KLucq0E^Ac2O9
zKkpv-Xytgcay(i&9<3bz!&Z)8+QUCsIevLY{?^LD_LrO>e-|<HsLnsC^N;HMpHb%@
z#O(Ll!$aKOKWPtt#q7xRyP(1UtU&H2wV7_oV)_q9D7==|PkBp>lw*?pJS48R(ZIT(
z8rFilnoyjlTEQQ^=s6UH2*$g`OindKD2!YmXtcdH2ivtQ6HD6wS_-dY$pJ5LhEXvv
zXMqSPAGm8K!ORT-C?P~ru}`d4u&h#1q(T4*Gv6Gq1U;fvPJBLGD54=JQ1cfz(Xlxo
z;5V*ULUOQNpkmMV_AiLQ3mAmN-uCr9mFLXDEtI3k#HWfXCp~Dz3uc8O^BN_9rm2YO
zc4l6Kh~5Z_NkoP}cWWn&&BWqIR9+FIOKTWe{}|IUl2c=#2?yomKhOV;)YH3|yjrr=
zO5;7J*O)m`#wX<Ww1VY)PGdtM;+jL~G!d7_5^#JBqnEF96DO8~`(35DlC-$uKcMcP
zxMY9X%gmoM`+RbxPmUGii1qfESdO2_rg&}W(zIx18{y;lzP(173s)K5ONjXS)toQw
z9VU$jvX(7y3w<cxLl*)pOD>-ixw#;E=A|+^IXO6Ib2N4x+OfYJHRHy2z_}b=`=W>F
zT_QvI9z!KJ-^h~nMwRwc)p=sL%W(eKgderddTMm?V0_W;tyAr}=DQ7BCY-aG2^;oY
z@w`;ery>ds;w3DJ9}<dmzNyh|#0cdp59DSM;hXV)=gc3@?%+2MuA26DQxB|Y2zC34
zYFq(#RgL)C7VD~-YD6FB)P$&ao%z&6A+?8nXIwaR*f8NL=N-@O%A2WcjHYbkOv#qv
zex#P+Z+-K<bbOc>bt=uaie*k`GG+CfCPSh!8X`L5lkb7wx9{>Hi(k81PJVW6G7Mi-
z8#OfO8#Y`$(KJ%<aN)H`vc(e8V&Y&8wb&?6MVbDfCzapYYS*WE<@y#70ms?ZZYk?D
zIPeEMX0~5ZqU>yc&rig5ANTc7BKB8y%#W7+$Bf618IK<`9zSM0e$06MnDO{A<MCt0
z<HwB0j~S02Gammh$#~3mzt_3n0R5w7{~ogH_uC@&pBNecDnUVu+K|l*JL=pqjYU<o
zF*dek<P4`dd0OrG^p?S=0dKi)FQ~|<vr?t`3kb&Bwm>`bNyn;jhtvc8J)h3nj`G!m
zw0*?66b^ls{R&22d7M4Bt~zh1$a_4C5WRPA6m$6;^{L&Y^&8(%XFk%{$perT3$ag@
z?yD1UqS)lGJBB~yr_gX%7Z~KA)s+u^Yq;VFuMZBCKvDO1VD;6c#-~*_%s{h7N|D9!
z>Ih{S{Pu)j^ES!?W7Ehn!Jt~Jli9d=hrzjDf9%^Er8l8Uy=sks7UXE{_1v@6E_D9Z
zBE7~<aV3?tChh`8*M7C)S0-4n9eO;`@4|Gu>Yq@N1iV1#7~_tdIjh?)_3xM-KGWaB
zeJ%MBfb^{ZSHo?%;^0D)=-IJGvR2#mh4*^KW`0A29>O5__=stu1)L3jK&Mn!|4hyN
zo(^mFQ(B>qJ6!nnaCF1#7`~n_SZC-Nz<gl@Ea)|x4<aWJOm1W&Je0nCAwOX#QaY}0
z$#m?v#%Q~~5~K8sSEi<wq|Pm&&nQL}HhnqBAe15Qdds3DL?a{$c+arUIjszKX$fg8
zTWSO?9jOqOY#X$^e7tRwU=dSX4^0kX(oT)Rj%qP5Ar5Yt9DM@i324;nu){RPgl}GQ
z8D?-F70Bs%O-rKGHBHDJw}!2$PPXtSZJ+Xs*_eUE5L>R!_%6rS)gGI=4^y!V^1@BK
zHZi$)3xv;!t(X->v6l8>MJWbBWW8b2*UoZ%w?Bvz35rX8qpjXmx5%x~C+l}ijqBQu
zONIyuudqR=PmWs=gO4CjdhT%dQmsc)Jkl3eZ5PDjr9E?ae{4qHSTuVAgz-BiXqTSx
zWa*6kU_3Xe%BIa!Zw#n)!(w6jRMb;s^ww)=ak<?W@tpW*8SyFJ7DK(d@nzieMryY*
zTgb-IWr2tRnl7R>t-}1$VIN6t4Sna02QDqo{SEArDhsu)%QZ=xs)v(|QQU-P881M~
zx%H<%z^~K}*{bIbxHQ}*=Jpuyak7i}YRNSsXA(4hsgmzPzqmXtZD%c6<vc`trct=c
z8yO{N4O*e|PB?114UJ7oZJaa|R>T19t(Oa_{a1dr5-nGYfcSDMLs}v{W&>sMSUC8o
zSBSOF0}ukm{;H_&d{F5()IP*P5((2is~QY9jg1Avi73WYI!cPV`x>*fymzx<SHS}>
z9@5Sv>y4cc53-VJx637qDkwLYtS1W(n;Iz;7luOUsUI7xspi!vf#c6?f{W&N16QCp
zyYp^L1%<R%8{clgL;C9*!W_2hCD7^$Q5MBu-LUXn<$@Z#PpaKgYKjP^rT*|zuch3X
zO|~RqrOBn9Gf`=ZTcZ}HNy_&!JGW!M>EvtTK1GY}7ccAJvrxnW4|C{2uRq*4F>RE#
z99O5FdRn(xExthZD&a_}wR+6TyVP#C1+KBt=2=*JDQ>F9wHibp3=E&wF+G!&W>l1b
z4{OcKu=%wj;g5aZ^koWlpzcy-N3;v{DpcZyegaS7(4^d-utmFY&YuS#2PlUyzOzGt
zSE#kDD=ym;YJ;>wy`dM-P_l$78?;rS0p>=AT7xmibfeUjYPtG|ApLw{RF*(8JnD+|
zyQ_mwRrW&g3dzSQnef((rK{|PDp&XKIC$t4&qy3)K27M+L6nNr7E*Y)btupbSP8Ev
zgV&5<s>Z?B1<bEoaq}G$=rppP%$A=G)3c^t<^n2grmPDIBB1w!3ipjMyQ;+86wgnX
zJhBcZt+@p*u$S=s+lUqzuXEk`sIJ}p_Ypis_b!$!W6$Ic62K-q1(Y39``rb)NY4or
z9lr0R6Wl7hY_EKCjMAPRg~m1Cr}Hvq807J3dD>jKg%did)h9E4Wv^1y>H{LFxG=ax
zLEW5s3ETV))4y770qU^K`0V=HbixtwHfU?c>kfupAU_&q$>Zbt6!0C-HBQ`~T}yXy
z9|%NUO8edk?VQn+Rc>7$5V-n%amCtvKdXD4o2^S+UC|WLS@XKP#tNCp3I)2EGzmK4
z;~4C$$nsZ&1P)CIsT7Z=7waBm_}<-raPs!BaNMsZOl&}uLqiLL``^s$zl{L=;Vt$r
z;VFT~*$<}kzr$0q{{&b3*YK1N&;DA|{%v?lW<sV1bQV~K=eA6QKUPK{;v$2Hlif=N
zJ3Tu?!h0*)OIsjvBgao<otL&iFi4Ic{k<<LYH4BjP)bpeosje4{yjb=7vVjY$PW(z
zMK(f?UyyZ*Oh8OXj$h_DMGiuyhqYTCi0!EeOta3!_3PB~@4%J!)v*#jxC+Sw!5|44
zRAuzv8ovI~>hFOhfoPyizg!c5kdya~{cIX|#R(j*A81Se2rKz;^A}Nn!Ab%Vf&RRM
z0}v(gZ%{%HzyAzs*L@iv@fc(cZC)E%+1cxv5i%%9>DihBJN;iEdBFnV6aSUwvYTe2
z^7$32|6MYUPv9awamt_^E(c;%Hnhb`{r*bn-Gp=Aense}bl#@4`C$oyd9+3J5x?_(
zOHIzvO;a!};nRMwO3y$3ip+q#l^y5<1E1BtxZZF-OAZeW4YX{s1Uob*Ti|m&4ULEZ
z1{sD}(p>C)tub|Qa4<EM0L=7Z9EOL7mzI?9xnHXSFC8~V(kP@;oemZ|x&jb->I?w`
zNmMj6G=VArjVB3r@KI;qK4qWnFL-?a7Ij`5$}mWFuHEc(I1oeO;TU{vn}SF(|2zPG
zuE7>+gSOS2*z_)8uE~*sj!tbAZ6W>;a<99)dwo3*g&}Y)L*qHtMst1rD|L~fZ)F4`
zfSC@A!!e?UiV82MrS0JJS|5gGEmc*)X4GVn(m>0n=VRnwn;iEqFI~i%3seCb?FsM$
zNl93hR0i9;Rpx<~djNCRCE%Nt%5<rVz9m?bp4^gIwa<nTsa&1`YfbC$japk<+v}&f
zn+0nPoDxN8Bq=*z9|8WL*J}LCax^HgF@kZ3&kr~ULP}RVHv#`^Gz{#JvHk6}Gcm)6
z8lWogi<Wb@>tegtOr0f;&Xk_gSJ|t&89Oyxul+Ao#@jt11w9;3lXJz<1HdG_>2`xH
z2kg{#i04_1M`Hbv#SP3=097FB#W`@0^UcmNMxQ*oL~29;A$ddkIEU%n_V44jMj3z=
z<dsGTI+~g7^oHRC*5yB^$3xXIZlq<$giTFJ0Vi&-HlZxvC_OjwnxHmWIiD)iDcg*s
zwYLkj6a~z2@*mc$1{68;aA35atelg5Y1BF#_G2(P{{EeH@e+d}3w?q1oLGCSp|MeX
zbvNmy5+3UPjrqbtDnjCU>R7&r5X(!z9BHcYX!^}g!#7I_!1zXpQv@DQFG))%dP8^N
zDBPh`YME4LgU#CDc)m=DMz&1lDGTr(!?OM8icj(TG!1)AfWo@zatq*sd3i40Y%ZdQ
z!>~0l0n6@eZ;m9%roXm^sCD3|2Fp&;15dSi7G^nxR;PPN9~*c{XzqZGvA}wf?8Km1
z|8aw}?5K#9OL=0jTVl0`>uf6K)0N7YWt<-gKF1-mBi`X@@8p@>VOW2~)>vRd!*-8h
zu_o`_p8vTr7T2UT#XJ#Tm6#^rwRLf0DN5P7auVhC%7GzVqv#^B-X=$3iq~dYOiaw_
z=V^!M=A#QCmhyl!r=qV_Gko-|n+NvGc$G5QP6&aP+yER5hRhxgq*nfJn%1E9T<nMM
zgA-EiLn+@fio;+_Sint?3LyKK?u7k$&X=rfE_!`lmggdpV{hI+uVl5MY(=_2?-?RZ
zMNSq44h^vm3d2fsdUw&GU!WB@P_9UhM4F)x@D2RYWWttG`Oq#lC<CRMB_q07p4Udn
z&K#32<M=Tw8(OeLKwO42`)dHYj@b^6;$?tsc%}1Jr6~h%h&1ym`8ow;+<qOWz(5GL
z)CE$!ht-Mn;No~go22a8R=3iDt9$6Ux%rmK(@BW-#y`hwc})+{t?@nUwzh|ZRHxhZ
z`rMkFTfM5^)F}6wnpCY+WLl(6rA!-+T>D}pGEj{#8e@RzdZS57(eCNds2<`Bm|ZiZ
zjVD{Nf6&M>jz7aPpYsuE4x(ih$@z&f$^r-gY5&_d%58Qi^s;43ka|sEhOUtjWc25v
z+H0eFi^SU6=_5EO#a-_cuOX)6Jx-;t4(VxWGc^Yplg4yCXj-)|n9uANTHTt9C;_WA
zS3-c6quj1wjIbn|Z4@n;h2S!Q)<DO*+ZzoH4LRbnBN`8b-4B5YDu5@L-DLygIXW`2
zUOY@p9kVJcGh$`LfWR_@R(9|J$U#pHl2Q<zAmC*n$A|9?cjl}?mMZ|MW_EC>2wcG&
zwgkk5-V0)Fqs4<->?emLFJ^TZs9J}Q!k7bfR&s9+4ZCyH#tp66ak~2!JB$`Ta~iiE
z^>IAK9abLe1)Z9jB5`;VYZYSY6Nt2bea$;4^`d#q(#Oi2a%r+eBk*hrmtsBL^5&Lb
zZrX(e&SF4JboOMpPRJ_<K)qNQ`UK&aoJ<?{B}i*YLb?5$gRCqJ25rKL<Vo@Kvd#l@
z4*l+-D?Y6DFt$J)+Zl+(lu8}ER*UK&P8eGfomK!AOVs;%2gX+Oxbm7HS$gv<Se!my
z+-S=y#Bp+L0s>=y(d6Z|Uf5m?ib>|y9Hkf9Pn^YyxV5mU+ynR9i7-b2tNlo0)aSi+
z9W_(%1CF{9<mUnG(l69cwkC>LNy_vPM(gmju@9L|)8?Ov2fJUqOv^eL#$(b;Xt1Td
ze7k(3H-vfzH_CDLVo0jZ`R0;sIoB}OCa9Ccw429aCow%;v?xc3DyF7UWHlu_p;oAU
zcvuR>lH!{D1}UUWjFX{za?wyuw$oxv_Gw&5KL-zk)Ceydn@E$-{CiZ}LT&rt5e^I(
zp3&>|;gs)PrA2z0t*;V|XD%e06OD~}R2HL^(XMs2Qa)V>v%A4)jD%7KHcMlxnUQvK
z7<PX*I>2OT!LnRvmC`EJI+5@KwkOs7okc-eS=m!U-OqNU2v|;vL28=JnBVP^)gmbx
zL#@bM9-t7zsFy&|lgJ$4Wa}%DHolaSoIt+A%;5udu+ZWf;AB0*6`ymSw~}kJyPP^T
zIXU0vA){i@$7g&Ig{_15(h?~~wj)7lQjR_ytCVo0nzTQG5*LZdYM?MaKK^zyR<fe;
zEk!?vKA~uBJD=kou9*PfT+lL(MKKS@<cN&{k28(@op7_A@N&F>+huqDIasGohXmAf
zNrg9NW}&{Yl^Fsa<R!>D_ncq+LF~{C4Zv)bv^hBL0px~@^FxyK3&-^#H~c)1gm4|$
zK$8+y_+(q*`0>hMLh~6QF+edY@8wnnlzwzV-s&?P@w(!w9E4{2)ygI^?h$ZhNwc}1
z7__}V@Vs*(BEcZL!-}qqf~3!1Q+i<_+mGJbj;13~>(jw@1LiHQn@1~8PC)@`kR~x>
zGj*!s^!hel!_e6|sa36Cy`8Oo87F~3Vw^FyOT#Ep!$M2)#Kyny=2?w=y@rvIk!o|`
zEoC#4pW>IO8o1*RN2492lGpZ^X(=fhnwr;D3Qp`0SYw{vgnFNYt?e>!A(%M8RX5F6
z<I+~8^S)SAE^oUCdw0-X7@t>8^6>@G&fTwX8fY9t^u<VQOvwg8ov1IhMZ3~K#>2wk
zCh0R-f}ulb9IR_eHR@<?gt@qNl$rH}A=BfX*ICt($U~fu<fS$Iy)TNom3twJbHSNm
z)6jOf!<BHZ<#$Oa49x#)73`;awm1NG2bQE32L1;-l?ToBVRypD`uFhv2R-<ol-$4K
z#rr?5<o*}Pr+-Sxo%<q9!h`C!<oG%oa}NZMDUha{bdU2H92^}{+Qweh3$duU9O_c_
zQwMX`H87^?*ZX%QbI5TYJ?^&hz^F6-$Nn53=YgMv1&^?1Hvj<O;jyyYZ(reon}2y@
z+r?91Dtg;6KthNiZSU%88t`I=wFARYTU&c?e_uyOhXrZlw5P(_Db!P_H(a*PQe|al
z$IR4pdwCfQA-Td$AKzHbtqFYP029<F6z`q>Lg|N#i;L6K(~%MQc_ZSHjiz?3P)}=7
zq^T{O<vrkMcX!F0d|9%U$bz$za+%sq#d;|vf-_*B+JaM<*V?VstzIvq+Cz@wY_|*U
zWguzk2S-efotQ|@l6^*CiD%YQtxUiYirp}7udTX}*pXFMa3XL{#e`D_Iq*4f^%Cph
z7b@!Y2+}!&_El%Cd_k9C0r^Y*Zm;y`9kGEG5L7toJmJ{sLX2sB2JC^l{!}Zk#k4Uq
z)5_3_KS?q2)rpiJ&S{b;?-vd<;Qx^;6c(z1?ZI@91ICyANqoEU-E0^A-FlH_4u-vO
z!pjLy*Fq#HGBPrpLXKDTh0YYtEJ_tEDKz~tw^I-t<LZaj)-K&uo+Jpd06Vcv(31_Y
z1-3(5im@;^hcx=WTq8JO_wbO3etq3()!zd=)CCB9^L3Fv5DB&cad&mK8$M_nW>l}8
zgu}Q0%$?Udr;Kcm_^AyMc4p9)g9JujtusY5XKx*}h3WvXBo%M@@D)=xj$6n|7Mk3g
zMPb<H7(Gr<fZK*A%>vnYE<!*M6u{UU`1|7o0#x7?V8e%ILFwbf=y#;DlQgtafC}4`
zyAj>t`~6v~wI*fTT?&<;1b}fM%|cDATZSevyxT?)%>w^m>nH<~V;MmzT`AxS7m9xY
zNk?0I*<~^#182S?K&{N}S*r25go8j1p#wI4$88ZFle_2L!YJK>l7u^JR^yz!`-jyt
z5dG`#w;35J9eyPP8+Ff#9g=yq_WbHaeKhv860a!U&(Ik@F$0v~0Y_j(^uzfJ`=;Cv
zo?&G*z>;rg1F<p+Eb3yh$`5NCUUf@{;V`YBOzg%pgR{3z0_jj_O=1MNZ^)><cj_w<
z5)Ye2cc_eFoyOp^>2q}+QvLkiu*AcA3MPT#=-jjX=XxX-ejvrDSaerRcOwJStU&p;
z;V`y$+u$0Fp$*cWI!Xf{cS+oJu(PwXveJ#1*$phQ_B89lTfV(7o(}wEWZVtgcJTpa
zW`BP_g)g`QskSRmEkL+BB?afcGuO3<yeMcg&!yb2E-yRzbhNaVKn*uTcFU=1dqJZS
z{CK+gNWQMDWCLFrC0#6heA%SH#PXXbPdCGCxyM_Y)`W7C>-|ei9;dS_TYP-{Kw$T6
z&(XVgZx4sXXX`DkXJ@<Vu0|j@XsoMRt2&2Y&gShuvt~i!_{O6#i`!jtF@np%Wv$Rk
zZ#9lwx3Ue*L1azRx@V<;RJXW|$^m12(pqZmyxizU(@qvdb6WBwfv9w%j(K*VTj^3c
zh$pO`e<9eK0#RjMgKtlDIT?V{fhVFFW~oqr*lmB#9*85R>1A0}&(uBdhSN9qYUis;
zeHz33Dc`_kS(z0^J$QtEeru;z=Pt?VH=5a+defk}3x_*B>!>MMIK{Mygieo;sHY5D
zhewwryf%k$RI_0V(ogkQg;^QO2z+-oH>uzwW_q!3?!dLkfH$xAK^+*tNF6%&+v_}F
z@)!0|5J@nyoG)&kxhr4@a2*y@YN$6yFMv-2hyG$%<9hX;dwOUt_&kBMjag{!k+~nu
z|IdohDS@KN{*U~5eTTe-3ZyvZ{i6l;m*Y7T`)?Q6Kf>4H{I^b#{==TGvu)B~LWoZe
zOwA=}0St82Rau#16sM48tfX&U@qI!1cK1F2jyEO^3L?|=+%FKn_;l&@OOQvx7=R@S
z{^6GZOmmB+UE=Un${u|3+)Re`*;p|lx{kxjXna9OLS5TR0hn~N_4NrDz7zJM*Txgx
zBdf)z4G7*t*~Op@u;xX*_NVFKR=v+XS<<-<f+?W14@144rlZy`CV@TW#VT)Sfk1ag
z){QcLQhadU4m%31x@PUAlnztgu>y+23$7c}2g>gJmarq+3ql5l)EPB$wa~Nd>IUE5
z#9S4t8Rpyt!9q-caz?KO-r%tJa0T?c`RR<-r93#ZbJH;1H=KHu;6Bp#MtQ1C&p!=z
z?+z_eS!ILdgNPosL##L<GDbszymr>tWtD*r-3anD1@>UWc+NEIplqQb6>I2><Hm(g
z>9cm_=yCT{Vtb9#PCz24-78CiIwfyuUYbmt(I?;ft3Vo$z6%<sqkkJ22L*S+)`doZ
zdU7bMi-`dK<OorhQU?Cnx|r7zFP0VLJjAuW*$F(E4ls3iH;;iy*Ej{j`2}f<amwY0
zTbe*?^xQ4%C<4srnp5Qs5A}*4cy6<9W-12k3nwqZP>d%poP`8aF~B|_fO&GK^T-a_
zKG||E6?~db^3i|eN%b-p=&lpJAh~79C`MxQoOs5lmGih)PG)rrBzkeMQE)J1pi7}u
zR(UgjLIZI+g@vy0pkX^}W-f1vH4W?2xB9yAWQ(Nb=3E)|km=wY$e9<F`oUTD7H_U|
zlHa|x$Q+Sq$<Ud)x(I5?Sm3gAci#~NFLcBopa?pek$>Th8Zm1@<@~~%H3H<lvlL;#
z6a@AGwjh2PDC?4vm!>w_o9-fzi)Pr5p(+sKP9m8^WgxMKu!0KnV3ccgp1sX9nW>JD
ztQ*6g(3Vf^7PUZ_<{>}&If7+1qkIf<gjjAS`549ldUfl5&1iRf2kAf4mvX#>Vzaw`
zh;A~JE=h>e55es92Vb|AU>;p__|bnL?hi72uQ_vYG5zh}|KWu8pVaAJr`LZfGt2MK
zjQ_*Zo@#1_CW6{mmzx`_OobGz>Wi!n2Eo*v^ATEAP)fw>KoKD5O}q%DU!HX|_5wy%
z5m8pq_lPkN`qew3P}Nl;A?>3##JMfix+RLRao?RyroJ+}Zd7dSjLe&FB+t5kVKFuu
zxjt=6m`kdvdZT{8P#`Gll?f&U=?!}=gBJLW%Xzc(HO4V7zRc;T-4OX?$T4SDnRLg+
zM(Mjak8w6#kk|P}^Lbyeclba%r`}GAA(f6Opke|djFZMTFE<4jO)EaG4zhzVz=E_U
z!g)G1-oDIoY5hh=n0{O6!fOr_>R6QF(i)}2xG;&h2Ke++w|Q`B@UR-DhEd0;-lp|H
z60^*x*@o9#mF$BftvHuXzcQwbhX_~t<UaZb$JP>;Ry4-+^gMiq3dHrMF*&{kVoVvG
zVtfXAsP(I&CYRPPjOnfFeA?SAj5?bnTNm2ihu=XGv0mVNUr_rOCRkQutk0n2r7{2*
zLO0w*x$wDJIH!eyji{6ZYDTI0#-Ch+ALF&X<XgbTl*uT?FQZ6-*4G`alN+rICDMOd
zR@Ap`6DN`-!DYR5Q64k_IB~+WG3iik%B*r}<xnNfLj^e=tHr<~&O0#XI5`^D51j6_
zIdNjjS0!y!oR#2PK*bKMnkwiE;T~j?>lwS<x*(sB6--Sk<zK=$B<XvBHWWQE6d<)-
z=SRI^8cupmjjs@%pG&;Cp0=eTqSsWAfn%&3F3Ye0O{$apj(-lfF>O4QTA43byOqcg
z714Olv@{h#L(%0W4e&+0_o?h}1buB<BklI0<$DAp8K}zF#wX=mtc`{_*Hl!tU1NN*
zg4O6Ij`fbD6eFe(Vi@H47Sy+FY>cEp`p*vF;Df1+E+}*iQo`qu_s)*ZH^hSjSZ*R2
zXsth7OF=QLVxVbrS3Agu9_xse=>rRM$1wl|)qB}o*lbBBm@==9dZcD3n$zg8RuDhh
zUo?Jb6Vw9jYF=gJ3h3X!qwyFi*|@eKtmxG^>ezD8J>p8N&k>v%u;a`3K@pVXzi`&U
zw#lEu;9T4eo4v|edwLhylBKyRPT?%LI-o&!L%q!hAIQ*3GaMkLc{)h{wfsi?q(G&q
zA58y9jN$9)kqgXPZZsefurM%~zxI^3IlCYLcM$^sqVuH#o-Lw`!=NO3SweUoVlQ&E
zo^YQJW?w4FJZw6v1Q7T+X_5n9U7B%m#VClCqIP|5i*Ny>5pJEBZS54r{$2k`J)f*L
zzZ6dB>MQ8X8^v+mRhwc*?|eTCa@2!QrjF?o&%{*YzFT+a>kR?C0i<8Gca~nYTIRMO
z>KC2(f^mIyg(7H$f+uptIk7&a^2&}*-Z^bOEss-|`Wn(_XvI;4ZO~{GTJ@3om6lug
znW$|?eX=eI$j2PlC`4&1)UVT-9H-$QhpqZ$d?=@TL@}pTC2BZ0G>CcHZ3tNRUytJK
zdo{e0N?PmMbT+W8&uG$FAVuwG8Yd>fu?5>pof}D)l`Wb+wlb4fI0pON)B&`4vvQ4e
zH>poav%m~Cjr8bS>qlulX}gS~GQniIWR!U=FS^gvFOxGV?7UMgHb=QSDJ~m=Ph8UT
zngYRu41cbF-G3K#1vY*70AdgPUB!~shL$k%5xeIzrITt(O`m)yn~*vI9-pkKD-{&j
z)$^ei!NAca=`|`r0x?GwgP0_yOWfm3pGc8U<Utc&&flBn8=gR#X|l{kpw@!#S!Z)_
z7rZb`VL6}_9e%>XR!-Xe5*Y$rDkC?h=?RjlVzL2cR%DP+tDOske`vq1nxsTuk1^=!
zLDEwM3Z0nH>kn|#j_38ekrXp(j&0PJ-I<<Y`nOPRAQs!bF=6o}{22H{1z(2uaKCB4
z`3&6)TIX0git3MuSHm!#@7uCY=Xlc;RFLrkzhmW{KovpoD#0WZ#j-dNB-RMX+}H=q
zBFIW3mbN4utu!nL{4U2l%!+*W`K&HXA13Y%Ear}0G#kGe<E}92Ku2*S(f~*^JiT^+
zt7FCY)+MCS_j2%{w2dOfZIlGvJC~GhQ5;PD29w_HSuV1L2;kKg*L55yDRr7vQC8(3
zUhktq)>ruC&Q_DZoy0j8Aqk|^k6sJ(EkaMeVcOutQ2J1r#N^8=d_zK05JgzE-c$FE
zTC2@G2~G&Km|CTS<m#<>6xsxG5z=*0#Pd8!e!*$(wY_R_-Xv@G_-#gQzvD18;^2l2
z7AL#y<h6CCx$pd**E7{%yt~Hi!;{XyJgU`;o`y2h*zF6V64tQw4i#-AGusPar3Z(7
zk2ZRfY6Cxtd8C9|Y*Je^$_(gK`6A(bzDyfL^YiA_+gv_ZPPexTM#S!I5ZJ3mgV*t>
zuOPtP8Q`V9Kxqy&@chzGAE#Xt#e8Jq<W?`y^%Wkaa+aep*WR{yx4x9ktY#EBgq2e6
zD9x4k$eEa^NC16$4q`Fc0nW>1gAr49$sl@Y<tuzbDgu+-ZCILFpKZ%h<Pd6LVG>6+
zmE}+;%<0{5Y%pg_iVLh(@?=zfN_isgnU7^$GCcEJ{BojZmph0$+nkXRYUh`61zH`w
zitJyuX=`a(gfnJU1yPhY-1yRRzGz~#-x0#Z2#jz#e_0veyXs0XDFi(bczfX?-T{5T
zXhNVtQzI&7QlXt=_~W|Y{DE4+@yqEAXf*%LG2cHsB>df)&+u9gXw?2qLd6F|{x2=&
zhx@`mmS*~GY0h5>uYMa_%lXs3{;$l^CCM`uxD81D`&U$nE!bKG69zFm79{-xpNN~L
zApwZxpv#*5D-|Vv@bjPEw1`Hk3|Fnvup{s#$FoLHc{7#Bt5m2Kcj@$8h_ooS6^LGl
zo=j5CaMfrRW_-@&c5yG6I8tXjA-ro=NzT|NV`zGJnulknUpO<e4cmG)_@3b9$VS=H
zcPSpsUE>UGfdoI(nbVOi_`)#mSe*dv8STx<DJ^h3;S!CaqBRkx4Pg_O^RLd}w%IuL
zrP@^i*%(D9HYX;wwl1ZU#;+#B;P>kqEuO47RaDiSrJWFOertL<{=QAeZ_YG~*1cE7
zZRMzly7g_JN{?c(_O?;^U}G)2C`ps$cIiuh4B?qm{UExhPc~KePTlio?4fZDTH4YG
znXEzyCSbPGQ&mGfj<jzi=(O87W$`55_vj#W8;H_r=LRG|sX}%lKy58-t-9I+nA7*;
zlN{sGLdt0?lk=Fi47fhES8JK42+^`qkA(%(eqQq8zPPZai498{`Rq0WSJzW1fOZyn
zY7@g=hfVOl=TgFD<0N6|`;?RckCg919(&@+(c7)H5^M7*^_?m8ZElS8#!1YL?rj3j
zCh~eTQL}7@FoNs>QajG3o)DG31^2VjmSJ`h1yc<K^oeCXM9NPz>4n36agDq!s#+f0
zTBV=!PrSxj)QfM=X13JlG|T1-tA-BXZx!s(_nl9UpiYK{sa30-o?2T9&k8hePr`k&
zKRu|5hsL@wi%1A_R2U$`aGRjQntNGzmNvG%LJ*#jvEwRk%Un~z#<ep^M3=r)b0zYj
zSl0Ay)_ScXm?*rveFN7_s`Z#9dRuzwsPsa5S?L090fP$1*74?=sCnt<%S>4KiiQq0
z__af1zrl`${iViiY+u$2!=}Wv=zzQL5i2TvSNpco1qSZpuUjY^>+5%phnFwccT;>2
zw#Q`%>KxAWYC1X=bV?YcIgC{jw%oqo6+N|=-E9$jy}_>LU4pG(r8Pxc%iHGc=x`yF
z*6JFtTSiaCH&isVJ$(6n$Hulqmbho}WSGmBBP7Mt`EG0cty^P*x~-tXgoAkECcwPL
zl*{IAHoH^_4{St5=^oAs+GdRAnyXxrw^0f;Dyx`%Z<IDqQQSLuS%#&fQU^GPT*gU@
z_9zRL!mlo6&LY%-CnIofWM}|FI{rw|u;)pdE$VU!Z@JyOv*dDlPnMMiNBb6fLvOUM
zNm=53vd~XjEL;w28_l1X^FU0Foaa?(*;|UXN)U8UlvKg*+R(+I#6`z|#q^}BLoZh{
z^~CC{Kg+5qa}zM5LZt3$s#6)w<IZWZ1><pT6JS_qI2)OOV<hWSDqR`3=P@l9%w*bG
zHM8tq4cq<h$+BBxF<7>;RAmdtUD;?jr+-|&CJ=AGKf*ghPUp`GS6)r_#6pY=$6fL^
z4n*kkn)UXby6z@Obhw3Et3;~h_;Z7I!Q|rZ8?<6WPTAqhrDILo2%A(Tv3J!z>ZS1S
zkp|N!(yuMzj|{O1uD+UqZ3SPXlJv2Io~{c*2iSbix1lBj^AKRLYbnIpuqscSv+u46
z5s3A(Hy^MS92t#KUgjSy-rFY&-1sU1Z)O6DO(0uq@{LII<^0ii4g)Uxcd1kMmd%CC
z<~wxwj5X#8!~N0>2-$iycq|Kc9*g@kN$3Hy0^`XR6oZ4_OvSk}oOw?%)3(l?UBIS3
ztW8s-mv1`M(o;!0qUPFlRynV4+w6pbLfCNOUG~#O^ul{cyXy2NLNfKp#s$8YPf@(q
z8e7;6u6lWzqEOU_?UR7qnmg&x)6j=^N@-^sz^DrcIvZn1Vs}AhaYHab-Iq%^dexiC
zmY%09@o}zJRFQ_w?k<S?<KalIKa{Xs0F#%U9v3Q~mIs1ok}9!-WW>Q!f7E#hgU>Fe
zpgPkKx~n+;Ag-Lfq3X<{h?+G;%B74AuxsLs=%sI?Bu2QWawP|&(i<uTwQuoW>*Tu=
zR@+L=IZrXd62;VmM)okmG=F7nIn{gneQ{vdAi8$n)SOX{7LBaRZJcz2ZIei$HEF@X
zT3^lzBFZ&QQ_-|Gl)2)a;sBLJQN64#D9Bn&>h!b16FTYUn0bu5IqzbfI6+mbzEf@x
z!zQ-$ps3^!aqnG$ya1lJ5=?wDt}AC;CH-$5zF}jbubW-+teok)5%a=#4RU=G%~RGe
zVQVK3yNY{4>~&Uo*mpiV+xuJw_uwmExrsw}4O{<QVWa%%8J6`Y)Q=pO-^f`9mLm^e
z^9J#AI1zB9$c%=E^LyL^GBMNWwnoj}YHqFUj<x~^6n6qWxTY={Kcwd^xyXcLq6OCH
zQ+{NIweTN%(yiA~-TZd_odO|N7@@{O(lMVWNmHxQ$WXD*0ppn0xKj*hq8kgh(a7A>
z;A*%qc4&?mQADcz=ZWvVBnu54=uu>QL&eA6vwV`6b4q%xvd!36t5t&6g~8MSMcz4-
zIzRNr6SWvp7Qwt-j~V=<NdeztVW_zwEZfp?{F7?E)0p$_tWINO0*Q~BQB~jsvdvTG
zMVc(1TNV@3Z=yHA{n1-_Uu0|?&wqa2Rjhr!vj}E`*2*a-;8MeFtbM$_bun=<ak-;k
zqn1Hu=sDUQ!B&c8IfyXVy3Irr*<L-JX{v57=RBO<mDd{x)1-|Cd+GhcTrXR1Cm>!8
zhEb<ET>~a83=qJUwl18#*+{KWoP#Z6ogm6`q$V@KuKJmD$uAo96+lTj<|NBbvCrd4
zXcB6_?~JR4O-$Cr+4WrmY<%QQ>;Vd2wPni_F-YXxpdy^-C2>TObMWXJ$4->2hqB`X
z?QI0q!;p|T<(wu%wVVpc4C~LOWKz*#4HHa4h5*xrebV2>CG_!UF6Naoi6r4k$9zg#
z^5jur%~4Nuc2X`dL1d{8rPFdK#N*gNC||VZY*fB7ekQ8;356UkFy+OUFAFx!$je}+
z%^l)?x9~+=rHPtTRj*wz!1F>($QL&lofQITC#wzIacB@?qF6r-o>PO@%D}`G%d2E8
z4A8xLVuqC;#n5L#7XdPsNvz-aHfmwmk(kHF_hd3wmm(B%?Q_X#j{rlx#9M1ZEF^LU
z`q<UYD06Iht=A2w#96i<&(mr9+oKdhyw=1N+`r|SrQ7AdOQ58Vt#^<6B45m)6rZL~
zPM48QU8I^guOctE$9eKawSqB5BP_WaHVN{|$}*9UO)ePdg0*}s*#b>hT5n@e%~!|q
z^&2u@$^M(quOwnrP4L>2HZ`KODY?{1bb>Z>#m6KJ4B%{vQTZf7{k9c?;>0an2?EhZ
zKQ)4`$rrznWDG+aN1_RbFeOn>f*5M~c*8&h_T6CC-?cA3cR8G65<=92)RanYR?@re
z!YtAHY_>=Ioz=NvA3#H*@x)UjX-C%I2?LwVC(2ogvXO+a|GOVTe!h*od|Zr8A(^=t
z);H9bBAb~``3qq&jXKsuscMl^obMsJ0x3BamX`;^%tW3m2S?Ma&k~EvOpe5+rHQ3E
zg@#DzulT!sSO*i-=VFW}DlxDnvC1+|)uDV&vF0g2)>^yy0z}2bAk?84jn1_iBzkfC
zHJ=#j;ZC{aa#yK5WUm>1t}RO(rI^o$gcAe4_tKFgvGlO7ut{N)c2959<>Ale!BlQM
zL3p|1!F3})FFxl-5W;^p?)nyYYHi6q9R-KM8H*-Id67N<(p4Ha-rxTPY$pz0ZNlZO
zi3$RIEDJa7*}5O{HSA*CdDa=z6|ofj(Zn-F3=hMx%_M<OFA@Ae{MW=afU7473M6W%
zs0W^i3P|xQ82X_j{$sxaVX=V$F{cArX#s`|Xpz3oQ_h6AYyGvaFF^Xg!IqR|Vj)^t
zt33(#Lrx9;9y2XEN@A9fX}jKnZN=<TT!H4K4hY_~I#3OrlJ6tO$2kWHRfvcis(S$q
zKXe&XBCcMkiH<)T<18naDI1-P(we`v`bqB#D0>XibaPi;4)02N!~hwsJeKvi*KB*N
z)X~m4&!YBwA1R$-F%ur&2!l5VlkG$hsUNNJK;k!|qm;9A@xY!U;Ie-R$FZc~JAbuJ
z<d*uH9ERO<P4wpa+yIkZ@Cx;<-85*NaH}4Y17S$UF*LDswel%VaHy+Pu~SZ}8pLkI
z*mLP2)n+lQ<mdkIbe-y3EVua35R=o-{mXMcM%ni_G5a^mren}GKx1=Y+ca78=Ylrj
z9TLNiS_{nCEZ?aK$&tRDRcKAlwEhZ4`GyqmOsJ~odvfKiVv03#_R4^+?@0it2d%{h
zl-l%)oM8N?p?(>`C#|~i&9s=N&|zdxaQS535EOCkl`+N_P~$0lM0xsxkM3n+dd0|U
z$)_aJ7i78y^NTg0UePV>{DD#AHkoAad_q{k$j9p!j=|O7)mI_WjIiZcNe<oW&1c$P
zZ-uoRj3$C!#XRfh)S#3FI15fC#havEy*oSPCa&RL8J4U$XWo2=3=vy)u^S3`uI}R?
zzo;&c$l@&7B`Mf?94Y4HL4J5cb-UWlm{j$VQ8EwRxrcGW=KxdpBUaK@=robha-kM2
z9Hy#0I-YUWhnnaLo)7zy>H|)WsWV+o8Uu!VJXKy*sRmcquwic+7^j(9@(-e(+9Tw|
zGe~)>V@5CsfV_Hv9nZju-PS8>%oWzJMrn|bXVSBibGp6e)}py5-c2wAAfnOHS=@*m
zeQuF{&J1(u08$$~aE+_$df^e?wfE%@_MHzKzWY5R3mX&j-_FB1e~Y{HCmrEAe|n$%
z-4Xs_hY55B|JRQ256}MEx&GUZ@IXIt#s_bd-+IE|JH;~*GIRa(e18sfga6?!|KNrG
z2afOePV9eke7|>FXJ!OG{?oS~cy(XdPseV>Kjr#<U*Rv;ci4Y+eFtWTXXgCrL<4k$
z{|DE1U@lf>&YwLOGY2NiW#;;uBRne$EHl?n@BH68(6a(N2?W5pcYXgyC;5klei8ha
zlRVd7GH(K@_qTkz%zr5v`meBn|Ce%p|NEJ(y~?~mwF>?)pZWvM?g`1n%<(tzc^Hm=
zqVBIai9cgb0tQw5jkqj-g}5w?KL_#OB<{i@grBTlyC*34lRwVN{b&DWsmqu6$CUeZ
z{>1h7dFO$v|A}ya#jWk%Al%RK`TsxRemN}shHwv)!|w_ABY+1u?fe;zV`uq$(93<8
z4a1)adifFH!ov7-g#KHko0Ez#6TyPALPl#+(spq|0`r34ragZKfJYL66oG_rMnMz_
zBZPetCD^Gy79*kC<&8#zzVoG=VhOxl*B*o8lOIyXOdo%0deYlQh5S9b_Z~Hg8gA>U
z`9<zZTz7V7Is0S@Zy=x%2?aetK*9duM>z)Af>!NzS(`h5Mn>vE7{|QRgpvv#F75}T
zs+cx=-yh{UsSeT%L(E$C8n-Q)c55{(8ptl|7TjGujCh+j^HPYt${N;_E$KAwXz+ei
zzo_UnP^sm-7Kc>Eu>i2`HZ?G{TNW{ObpO6$Z+gwH-7ea%ZQX;mpjoR>#P#Y&uk64Q
zv|UWju-Tbe)k$|s>gKT-)JY_pP>A0$v|S$+m9=tLo>UIeU!7LEz5arU{NrV)yaETE
z7C6ROn7{kuSOi9Dx#PRu!Y%EAe{sS@!ew~f<P;W@KfXDYK&Lcr{iAQ0LxWC5oM5cN
z?9r^mCtpp=c2U@G+Y3V$`@hg@H*v(T2)q0sQTr3G{y}=ymAS=N(@uOiV%QyDwUE=C
zK4BBI^v-mB3Sw!iHN%0uMEgNfM6kJ`>2oYlY$j|yY#1Dmsn1I<D8l>tY7X6P?3P(!
zOlKbG@3jlrm>Px|#u!G*$EMe0ORQJNur2wcXM|wiKl_F``ZrCLTZ57PxTmY)rPtXD
zRXMkIs9!5Ht@V^U<HwjlgTk2N{HPKc47t|#eey%E7galZ&&d3P9D~fCJ=73MMX1LD
zswMqEWN9?c`0_a}?XL8<YlIK|p4Qg2?X=M8OZxfFvbxVZ;bq1tez1xIa%4G=HCNI@
zlV%K&m(uyAop_G3hrKwK&9|4^Wi6*)fg^J{8nzp!bk$ec(ma3LYQ|9VHN@w%PU&j9
zvW4-Dhg$7MhR1D#(A9C}jY-Rm^_Sanv(eJ8`w6>_L#H3!-#C0pcfZ`sSKb{^x*E>p
zJM2b@5V$>mU3B{GJzwS9HtpH~sNHt~_?Htdt_K}Z1en!V`)zj#KBpmuR~MOcjtg!A
zIMo^OUt5YCMl){=Cfu9n-C5rNZ#(h^XSiK0xm<O)G;NnQEel@H&bDTJVprVDaB-8p
z^Qh)OV8B072pQ4cGM%%3cO0SYWO@g0x33npz@r*av!`1U?)aJt>S@#Sx*0Sda~qdB
z9y<4Qb?$UNb%DISrGbnam_BaP7)`!!teq6x&vQ%L{Oet;J^;-5;t~9xPMx%=epcFF
zmFBd+Gn<caw3ut<c%z|Xx3O+4VBg-iUX#3c;UQD`-R}9A?q1!Ym5B7-%+h5qJLX=}
zv~U+5`dPsnpOi^(YZRRMiDh~WbE_FwP7B|nlx32lnbqtfoQ>Dk7-6m^)wk=7jdT1B
zji3T(jw^e$&5dFL<8#$bIOkgqw`Pv65j;1SEqB-1{k}pkcrl`oN<t!p(wjeuNMdmM
zK)YDSNif)R)ud}NI0m5$s34sU`jduchIWUdf5HOgmYm+Z3)sCKE0mbd&dwfX`^k|n
zy@1hKFQQKut{2G60B-sKQ~iYUkRJWMXz8D9!yl1Q;MOTxF0Sh8{lGe*#2?Abe9f-+
z?U5Z&<wYK*B0*??Nhi=b(VO@uuc4ifIR=sKl;({5sD_A8&m8=rO<7^WTScd19d2hh
z4R0-}`+IM+1v}Z>y2&3V4-65(PHj{N8S#52AAWj{TYEvqE_7e4o)QfCG^^ZI{>L+!
z64QG)6wBLzGVb{?ZFX<n5fUH7AQlmmMvo->#~YSYfX$Fr`p(4+>psX7V^%vQOw-z3
z3CnVM+>g%2J>5wz=UTYd;qqHTx}S->kRVBS0u#l5Tmbuaipu>UQMxZcVR(r1<R30F
zF(S+P{NNu14^vLCGd!>m_2J?hB&nIqyXOxwDvBCePNGjO@^Ik-3Nxed?T48EpWcL*
z7Ru@3qAq_%ABa)a7X#)^(Mna?+QQ#b-7F^b<;$0Iw0Yx&z9j%5xQKi1qDG1=kE8X~
zyQh-iYv5d10m=5T4i&r*>{PBq^cT7(Wf;t>>0b2DcK5uOi3|#(F(8cj<evDf<b--S
z8nWX=_roX-L25?!R1fohxIQL&`kI>wNd^30(}-@0uNE!(+#BGE+0oGf;ExEX`eMeM
zWY@RiYrdt(Y}oZ<(ZvwdO)-cq$IvC>g?yyof6Z{A(d7XF0W+UXLPs9h&J(Cnm`7Vz
zsM?|B{hq>PJ5Ti5?k5+o8&pg(JreJ_!m5l;BdL4Vy`n0YVs?RR%5d!}h5@oK;Y-2J
z^=}RF_k0PR1LRoo-XFS6BnhFO?RQOyhp9sz44Iv5h4a1)Vn0wsxLiuf9%fo9P?(fx
z>(qy*SD{}`<MK^CXj5LXp1x88oIf-L8(_8J>8AJ1c?yaPcIFx2{+N}yfYrVnt$CQw
z2+0Wb6qv(N9%evXV71vBKo>lq=tKhb1}dz+A5VvS`VN1xrF-beE1(p{hOYd0`tdb@
zWAJ~<XaHw#2lkZVjpG9Jv;l*$I6hw9**xjD&wg^pDMYPUZ;$>bDFAnx`1I+iC)WK^
zDF_3ch=r9NR&+u_z1;^MA(Rys?2MOHih1DBSE{ZL><k@?7+FrHI6?Zr!^o5PKjtDb
zAfLi0u|05_r*93^{q+7=?IRH$Il=Rf#i3lGQ<^;Hiy3>yXcry#VL3SOy`aLIKg`?Z
z0zlPwMZe;kAnDGn*)x{=1;b0y%N+Ui+qVMO_z%8w>kX+t)YMbp?7cUto<emmvzo6!
zVO)u7_%QA-b|M5b%Evdqe{Qo2MtFPnvP<$oI@?vjj7L(xT$}8tShjLa+7|w*XA!v9
z|C(BE*>-b!`zG<BK1583#WctHFRA7Gtyg=hqq#qH=4k@2vw2rb+s@Xz+pDW=y}XBY
zM3>eJf&U!1jded?3V6+z@Kf>jfZ)IUmOTt}b=XI+AK{<$V~wkT;J;Xn0p8ur&*-(i
zQ6YJlP9SR01HWDGRE@Gz>;PdYR;urQo|m*wf+3{=;XP(j%Qr^SL&k6aANJldxRNGI
z78FaR5;HS1GgFDF#LUdh%*>1>W@ct)W-O`1%(VKbyJx1&rr+B)YrD4n<Nk=78IgH2
z@@Ag!<Hx-M9`6zv^>NAVC2VT&^2<C89IewH@o`PS8*V0LPw_uXFZ_m=|AtF3F*E-i
zAN?JY{x4|N{}SE)lk4_3fb@R}eP*Ql6T<)B0;{I!0RaF2dUNh%EFpPA`2J4-r2jYZ
z)&I78x4BNj=S$?DP0rsqhird0?D`#?|Ic&7{%2m|UqTY;|5Ik*f4CANHT=8UH_XA7
zVNKZ>5aANC{vUeXNo+wO0|@%FaWlVSwuws?2Fc9Y>xr1m5K8X^hFn64<Pe4G$<RQA
zWh1uswO^drAw~Hj5Q-SjCdr1lgWsNb+KeAIjOB_yM!Wa`nJ|DMQNpG8Ae;S=O&r?w
zgYhhYV1h~ELWvks{g4<^g@_O?*))K<2fsp!v0?d&{vet)8FAns3>-1Y;&g_2mDZg;
z8evi+2oxgPwux~aWt*WR0}2%=nE9SkuHeKG96$2Y$k5Q(*x1mvB^67WgEMhJGIy>R
z2>~$3)s8@C=TZogIkd;1hCNla9gE+p^YVwNMhH^PuOD>0$}xRoqx;pWk|GF+0{#AY
zG6EnN0w|F%a;hHu?*js2ay1G{6tpi|xy^2Or2<!;sqG3R)HHEOTH~mfb$D^oobd2q
zB1GTgQ_G=fwDG7CkdlXym#oMrtrv=|%06qCkB`mF7n&5An<x@lE6MkX2jT>BeWoUK
z=;KQab`JwX28p)$bfA<t9t5&P?OGIUHC-hX-J5D!3KZvNRu&dEHs&@q78X`=O)X8W
z+SSWi3)(BmI;h}(YHk<Sq2UQ>^x87teG?JWE3|WIAs9)lg*0q<)|&IbuhgojwBAnD
z;$;g+;O}@};mej@TU&U~Im&8PQ<ZZPCK&x`JDVZ~;L<KFq|av{HeNrDwbLa3bSJJT
z`2D0$+wpA*Jb36GBReI-i(Ox6bbRb+B=o9lFbF*R;l#^xd38Rgw4El|i*kHK$fpJv
zgkyK49tnW5nTWEhq;;+Q$dxMxm!&-=&6S(;W3s-w*+f-MO%04UX<z_!uI*`MiSauv
zRNu4j5O>-^TWR{wS_x2q6am6LeR4=aiTpY?R7jdcC546e^~F4Q4ug~wFYbp)3)RNT
z<x}$u>?p^4Hmr-K(?;Zz+JRTA^Sj#s-Cre@MQ4YrrD3xYpr~wA9J05=06i{5GbyL1
z9--wwTHlkUsdc0<jHSZIDDRnr=NgWjtX<oCc314$ST&`G(mV}aXPC@0K!hw0Y3~-0
z8N{?$(!~gUaUwY8bgEs%uU)01RMfOoy}Klea5L#9Q<IcVVGe`b$4)k`o;=#xaQRl&
z*8FjCo%koBmfC)9+HjmwN))p1^%rX`Id*l{YEVq>WXKTg<z3T#0fFRBOec+{T$q4$
zbnBbPj0dgOu!6-q6Byk5=>1v_GLKy~bOt08el(H5U**1Bt~5&Qx~{+x7z4-7!%H2h
zEUTgADU;`Em6D~Y5=3>;h>N`M!9~_X!E3knHFWH2-CWS2+C<0k^)8T>8WRqNL=N4u
z$4nw-Q+nIWH<GQC3a7(D@M-}+4uC)p9J-$GZJm}=g>zQSU8z_{7gn8~dto6{MzRp_
zw?h72d38^EE76Xy_0P6>N7ij~XB)l<=d5Uc5MAruK!eSDj+|$or1U+vGyhdwLp`2!
z=^lOF)CPJs2JT4GB=QsHR$kIW>PANhPMEK{;306$R(0c2?<I5dl!kgar0A%do+%&%
zk%`oC<d_^;5$#N>Th=aq)t5RyUL)ar3pukQAC%_CVo9-~#Z$@Bg$aY8QKxM~$0c)b
zgP-p^>Gyg|=Q_?fW9Y^AVoTrn@Jg)LIyzf*uujaYKKLod4dlNB{|t~X^wxBc+PHry
zww*bE3_>YcAUwYJZR1p@S^Hso`oMD6K)~;ol3_v>6Q``AWdAWU9I<kK?Kl0Z&Glo)
zqzP^tJbTEH74sX;Min{bJ|MebU*9$vlysKD)AtM9Ig+&!6I@=L%XXS{Q@82|(gLRF
zzMOz46evKjqUO9K-0UU}?w1<jmk<3#LA+ml(e{R3?b`O=uAm{J;TYIzgxuUJ6;>YC
zs%Lg>F7U($EtsEyU$~n3^sp9LHWLmC=R%je6(R@aQZ!;U7FaHK&yEN0E4#LSusTI>
zdTpNH4<4_f0$WnFgpB2H166Tg$QWJ`BSUiwGNKG6UEDI|13!4E!;Fo~$_NGqO#Rpe
zW}9}j;IFAYiq%~_UJa7RA@o6uer&T|Gt9(xpU<a4sTSmb6_lJDrYtc#!t^#@y9Gzh
ztJqr);@T=aJ9E*NP!!V=`E<rmq7&lyrlK}?@6c=DEVyo)7XAd)-*Q$MT4c#wAOOP+
z@=eb}@iMdYZ6(3g@+(Y2iWK%CpwHTd8lw!ixw5D7C9*$K#Ce3RG1UP&Y@$D^?&-F0
zh~Pz!D^w>$kc?IUqu0cg3xXj2_uC1P3hywUGrwxyK+okXnVBwTioQaV1aH9SgJbN8
z?#EYgEL1$oT7aHAW(Pn>nks)=Ev=7``gXAR;32|6Hey(<7_M<4X&l-2c~Mz~Tq}15
zl<fIo;O}`e!zJ*LL|zI+S0@0W*{+Un^P$=H3s{n`2z>~=3ZiOjtQ<E5b7~3N(lPbP
zgOsM(ybPw`cIVb&362#y64%FHt;J+h-k_C7P?v2$XA}5X!1e>um07B`?YNrab=n;F
z@9)N0#^^eIkYye7k+-*E1WECdkYk`4<9ze+g~ax+Eh1r%DAFQtj$<PIAK9V=StiRM
zSfur!Fu|`0QWV~@(-gY%AX!VEdAIU`(nM;vIousRzp2@Hwr)<wtJrwqR7>;Hqp3$R
zp{c{5N0emi(t-ID)yYI38W9j8k+}_Hq2RIvFL>FjcrIh1WG`a{jnAoUk#fpHpuJ36
zPO;4{Px;Wim_~RCDe^(#sAqr=p`h!2ezuo)Jv^eQVM20n`(O=IE+t9cgBc*;9fQ6}
zzX)C08iAYf?|UnM;DNrw?wK1{{F8v__b}(T*yr;;`CGKgNcUHw`X34<80r4fK>Sy7
ztN$q}{XZNKrL4(ds3Q&PHnVB;3KyB+13`o3@rM>sB$@bt3#TK+hawTu6X(k7)9cC4
zr-k@V_nXg~V$x#Om@s0HiSzMK$KO<Ca_7k^$eOWRZ@@D6ukbED8%?clts;$PUzvaw
z!-32U1JV>n_sQa8e5&N>qF_RyKrx~_tkTv2fY2>#Wbvt}2I46u3IIlrft70u$l-G!
z9$W^5{3^*;qKF?eoK+k74o|Ret3%Q;p929IPRUnFY!_I|zmN}>C$^BIFigA<;xk4O
z3&P;n;zz2ds_FmSBC=L6hY97TnXGi9u^~%}2#f$#>n>^!CkYxH9rE*TqC(AcYRt=F
zyJ6tk4dBdsC2y&bWoc{xBK!N5tepY`$ahu3@1@Kfc_S7LkrAEFQPG@R(NW9gM)7h*
za+HS50&ue(6mq6eD6p|)3TMwe^JcjAEyjlj9X#32URH}|7<KA1Jf3ah`1~$ZU=@#U
zKW0-bIz`pCW=(~Hu@UERK6Xb}!S0_J8*3VCe?3Ubum#EK8%uargiO)E5YYLVx$39)
zFfr|>-BDL~Za{)`1$IB8Kv{Tds$WmEiUet)uVVaM7~to_^l>db{v~2LiN3|qh`l}(
z-5X1W7JCWbiMu|S<jFY6YSJVk><4KMLa*ZCGlMa4FE&Nch}hdVqrzqDmL!>#NwQmG
zf(Co0^EFGXZRODqpav}vhgT@rm7wKVxN2bMzS8P^Csu_ZRlJB1RmWiVNPz)9eA_*}
zY!ennf)*guh3<_eM7(U9V0I8D@8?E>H}@qs6xq@Erw$_TJ^*Se6J8)J(8)V_aKX1Z
zm2ex%a~`IU9(eKNwbqHK5}9QhoXGeDN>LP0(JQid)&pnG@eRv61pGs3BL$A}D!F<z
z*|xQ4P}pe15(kz9@1Ehf*^>S%UAP<X>bxKnVQAdKEj3}d`0!zcOp>*HXU~Vr{adVj
zA!!n_emrYFyThWP;I@;^5!NaWMTUT}_7XUVZ+J?Ln86uY3jkh{I##k?aS(7gDw*~$
z=xd33JrzE9V5qTWcfW?mdk^@TY`ttz<DtpzvqEqzXvQOQI2y2aHWfm^ZU)4qwyMX1
z&jR;K%1nkmtX}c;+Q;*Eceuw{>DP<o!k*};s{&-vv4j@$1+nYKI3L9rq(tofV><Bp
zj`qKF*1gX79;X>V1jiOJ_3tY#HDFXA@=zg(<%gEnB3gSQWQ02qAOHcXMpig3w0jib
ztKgYVr=8A8thrE$89ADJohOY`q4zZ<7oL$=`U?RZa?^9Pi7%G3M!PQh?euf20%C0Y
zj3ex9rx}lzTPG>j9I^ZQa1jh>b1Nl(jCtLjZrX@W8y--#ehggH-g7C3T!R2z&yz9J
zTAl||b0xI`bfrk-b%Q=W2vY=EQ#V`EGLNQl`Q|`&HuJB2-0z8RlSvmU>bRX#GSocE
z>HOSV^TLDcA|QnW`D(7H`RkX4Qr7yXa<!`OfyfMvV#Q_Av=5=>EOf+#^{KG*7gtE>
zDbFu#sdK}dgRjdzm11c_xiu7qW*sX>0|LAdsrHOv8UT|k(QpTjX?JF-#FR}xOv@=+
zR&~(9Gk&3~1PB)%c7jP<QDHovVmG19UzdLPf6r<kEwEq7da*7Sw0-BGnsb+{d`OTl
zY~^>A#8#)09fF)+&<lUwY*n+%1ZUps<dAXg@7$xPzL2%L@HepR(Buu#>86Cd@3}}1
z*TJ3N+5nf>N~W#6H<a1&Oue2XeZ;x`LfTFGNMcziz~g%z-Z`K--UJXReka$qTvYOd
zCoJy9(LcY6lkDK66S4DrBc~=$PHlQguF|ux(Rq63e&d93BdSNsl0I7uFg0=49o6^3
z({jEv3;CuaLEf_&`s^G44X{n6N?u-j8;v2>)7NLB-Q2ATThN!ska?}B{NRCHe!2*0
zNVZ#$Qeq2)kND0u5%$g&q?pQ+81C4Y=RwTWlLjEM<f4=0?VTN<24d8nhCc>keu4c9
z8<{TmeMSHgeEAk{Q;W#k6InFS2Vh6x>OV2#{^R}h+pCP8nSuE)V%i@>o&U7BXQca+
zSokk3?*9u-=zsWSmigqapg22J=XjrwPZSeS9zc}|5?4(G^7)q%0`-6o=8geWMSz<D
zTw#^to9{sdH+B%>7fKLTb;z(4!F>;SvVF%oP<Na>JHPDSJCQ(;&a8wCm^>@AR`ld;
zDxGYJBq1&_1rs3$9-+$^^^gz~laitr83M*6R=#DzF~ZY<@McgcF)+=oudkm+!V(h~
z7yD{xU|?iuWMq(E6#V$5-A{YWd#NwOM3gWQP!O}HFQuR$P~hk&Kv~JjN!rRvT3Xsk
zgp8S)otc}GmKO_$kt8EKJ2^c*Gcgf)57wX;$mZLqqNnx_dbJN6WezlGq>9AUFwt^1
z#v=x!(P?vUZ!dvIVBOrD{A}G&6s=J@U8jjg&ocdvjhB{>wh>rqHnsO_7NBqMT>d$)
zD_GDEBi+1FBb_n)<z6WDna3{!#E4^~loS+{WfWmU27$8-eZq)krKAgzr6rZ+Wa%nu
z@)}UDkihS<NOg62XRN=vY@t)W^^r#NZ}AI&`BfU1rIDLAh8q0{{Zac9eHn5PnZcsK
z@aIqD{-yor=O9si{rtvuI#O=xvYh<VO4HGV19B<oJI982a}q^mMWqBrZ!li<kLko7
zT;O3~JopqA1E2sI1o<MK_d+PNS;?Ys7<0K<6Ro`3L8*EjjcyFZM)9Bun0jUwW~tQG
z)m0YH=lUekg~#=X`ivi8tK@TQoJNxw^c4*ShR2@^jKPqdszMBaq-0@0Dk?IxaF`4k
zV7vuBf$2#fH4yLkxTvm2{OMWQIXaV>Vxv{kDyVTY9Sc4+TQO6ph7m_H3wS+CGjsK|
z`lC7Haf^!-=CZoani2cEfb|GjEiuQvdew~$O?xBf$>U!p+3fm*5vFsiYU+gyK7hW3
zKxqiW)Xg?n%(`?T_%;xJP6+u7CP}@GRGe8y{Z3P6LdcPhd&vCVsj9wd2cd?5e0{9|
zb!ngzC=F^P6*VR3#SQgp^WAEP<&&R)>(tS4*4n}bxBEeY*nsO%Zu{)W_qDcziEP%Y
zBFx1F=HGy005}k!o>ay{OpqDB7BD+R7R}{GUA^gX-*zY#s6jPb0Nv>bOOKIdN+Jo1
znrwkvlC#@PR#KozD5H8bH2EnU&FOAcWRivvC^db3Mm}@X+%y(o=86vgQVh2AIneRe
z!^yL(wLY-kgGtkDjus+b?gVY6t<@RsE@z%*eMZ`&qtx&vOh`aoS+JSZHMJ5L7RG=X
zF}Tc>6P+(;`3)f@{_W`ci-a@2(-vRS#2<?%j*9RCrivo?jT+5^=WClQL#biLjk$7k
zcU0-}tyj^ZGtkG=inDSv;Efo+)cG(3LA}C#y8#APT|Ah$I5M*?p*B3mST%xo?6`HH
zh1x=)`lab}@hS{{2_?#mC(q0@P>p?-LeDgpV>vi;2QlGK4=KfYAcd}llAa285|@K!
zXUH19w~T^MJYh^0#NNm@7{n(MKG8fwWs;ghMJu_6nG=yt;>0F?=Axvi`JJ&Ps?~_l
zdBS8)i2USKXh;Y@J)A<s2QUq^I*?wyAJ!Hk_(=5tlJ@M}q(uLCG;e;TD<XOKf{MUB
z$b#N`CQtYlv~TXSWKq~`tj;)(lrgB0@H;hA8A3Qd>%RPEGC4*6q@;tP-vobolz&6$
z&lu(5n$L%_-(vzrm;)!HQ39?CUA$`lG&TLZ`k)KV-U}d<Dm)3JpT!SV;2eFhf^i4Q
zwDID&R1T34Upfj2A=LO9w0o)*`x)BT>PJ<M&J>f-+}`=SSvc@xk|0KbCn4+u4jTK2
za@{B!|C#jOEY`*V3vzGPtzVb+4m25HObE+-@WQdmq`$`MIdUr_?9kM)F=1T2gIFL+
z$kQvw#}KJv&ukzN{4>*3r0OSD^3k{SOK=Z*cgEKS2qa-BRJe3iw7_oA;6)yQi<M`s
zz%~$Fkn|Vgf1JfZs(y814xvwbo7j#<VCh=g7KVZY$bX$Rlt`vlzwfO@1?tmh;p$QG
z0b>C23#|qnl?A73HEvkMJSO;69i1B$yN7s9eiT9b3TyFn{gal)duAE(1{{WZh;e_C
z!O0iPWwF;pc0bKT6l#&II3yAp+OfeXJBAf<CdI$PEDg4VXxA%LmGZ_cRVCui*!=<x
z8w9o0a2j1JYZyLgVpkY@7KN_Om)~cmk?JgoUKfS#G-c(ExM9?89Xf}4Rc(&)jL!&y
zu;0Wq6d?$*(PoAbj8-q)FsPeSsoW*>%-MkQ2^Hru7nycv1ywuXcpCf1(8#;W@xdF*
zagvB8p!H?Y<X2p!N)1r;4l`zpi8SWhbj!Q6h1>p8MamuW45m%`Xo+H$T>(DbQ_xrL
zLJB*%2tiv>`@$b8EHjd!g*2;RmZteA*p{=m=s^y*#w3@a3f|)0smJJ+F`#2&n>UBo
zhQ~{2XwfhAgq%3ej1uC-60?<5fGD?OVC4gqlzV`{+TkHphrXx_F+cN3>I2k>c0bk4
zmnzhoHdVHsJ9%E<z?Ule;?40d&E%8wK|zzac4^csydqmA9hN^ND#G)kXaNYK+6`Ej
zDu`)co>^`!m#cO4KL))Tx6~PV@2uCGZTo_Fmfh@dqN=ont@@6B?qA9OuqBHyQiwR;
zNO?2IK(+-BbazlBuE=mjOdlLDNf)uL&o=A^N1r{aV+Kkh8X0*cg0s?_l_IX2gRM6q
z7t`-t!P?`;b(rY{U8vI8BUr|(qef6iLAxp82dWyF$4sVi2R!@Y0IyN@`7;^R?gaCt
z(pfAw+n)@Vlc*nsMR?m^8KSH<>s=AGfS|>Ael_7-qrauJeZV>z>dGp^_mEswIW7;$
zeoF?UfdXg(RJgN;!UEvhYIQtmv|MYn-r~`*u(1K?irD$(#1)z>8<5V5&j2}wC+2AP
zQ~XjiG2JHO5T21xWRShxNf*x)7aURlJCVG$wM~Bzi%U5jUlNK;&J<I?ja^;cr5xCI
zAnY7C8X|kSuLXH2KM#V3P>_CDUD?R!<kF}0g4VlWkEH8W6l=mxXbYi=*i>qQpoaBI
z1W_*<5;6fQ;)U(|p!xfMDjzR@aR+S-_qtdO+<LuCRJOsAsgqs<$D3KCR#(N-gWach
zmXXF*LhKX9rVkDWQ~o;B7`e*`C~xq|L_PjgqSyBCfO!G7fc2~s8PalxrtKb!0qCFf
zwFXZ@5l5s?6r;GHlp~ZQ=-Ef0iREu=+*qyDEo{14Bv7KS&mtirRlF+P4Y&&28;qjQ
zKKUWDu<XPoK*gXvVv>eWVR$=(yIx1d2e>z-tDv;BELD9#Zd8TrOj+ZU|Mq3oq+sI<
z&Z+6CfU-vIJd3b;qYuie1h22K>ku&yM4=D-b)*JikNf@UM%x4QawqG3?AcaVw)YL}
zi;c&{Cb#<oA1s0|6CM<_2QXMWb+KEYAa(@_#;70jsm**V{``z^phTD};X2$qPQb_D
zChI-^0WdfW78eMo$FIvB!oesEPP<#O50A&;olhSEY>rPu0$*U!xpz-d*jiu(a>fV}
znh`(+Nt@6FxJ1treNnyPpN*D<qJlp?)HL)7=hk2HItEQEzNe=XsEp4`mX?xzdJy2i
z;tb{T-hAu$mB%6o^#Z5E6d*%fI|GJhDamD_ipFqreNFEfN!fo6QdkMur<4yrHqe-(
zbcHvS4)0U}QCy6^>StK2=5Hh#nU9OgluVhftTEUeq)nP1GxG)xLy$d;HtT%*t44n)
zI@_ni^lU%<kz<5+dIym-3YXW5YM8Oe<pWThZky<qt*iN(yo-=uv!kH0AuoK1e&($;
zFa^Tpkf=3C6GL69f6DO+`~GSk^r+^E-36i;pEU!UXm5X{Y10kU>G-x}u4pQQ{brK$
z5tMUm%m150%IWRV_af<?1?$Xw$t*V82m}ZLSU+h47}vZ~F%9{F{B}9it@cz75Y~`8
zt|XA}Ur==GuMb+TTa2?+BMNv>)|=TyoeOLQ=_U*N3L6^g>vLS>b$cT%+t{Pi`ObVD
z9UNwL78r5U(|&m@+pE;}#|TLXFska-GuVGAjB5r%gEKsy$Cb^K&4eJAUY^khIFQ;u
zu4s};70P6PnOym#FF$mA=DI)L9zM{l565BIUU{-SVQG6MV!P%NI-0IfNVg2``L<#S
zhcl%%MZYi2%^`2Fo0?c!XA7rK&?Nw!f`hqFwv(c*ArXOPd*dh*(tJykKHCKcrl6*X
z`DU-W+qy3u&fhx@&*=<ymqjZz&!LfaFv=BF7T1y|nZ@oIG&`&+v^wc&bM6oOo_zZH
z1UvG6yOaGx1omnBQy>2-40bY8u#kMfc*;-dNBpvo8+#XD{BZuQ2(9^=yjH<VkUEDH
zBbt#(8hy@nyI4F^I=aR4bG1pY^>_`_z^trqOM2mVb0(b>r6I!kN#*JD(*XWGP-RlT
zFF&*5d`>RN7D(LB;H8^4V?e=<uo!%hWFJEwdIO_%yo26AjXrXM>9C#|vp)0tUr}jn
z%qG1}uCIse6Hs)(kD=^58tfYO!jZr5<MLzXjv*^kqOzM2z)G=lZC-llEBn@)>M2#W
zi+vVQfU&|oS|xQ<g>f@3XG~7s-#0#oKDA45IquM$`}U*=cf^nacFq^$5(pLs3@MVA
zZZ}G<n8P0JN<>$+*@HmY(69VJ@_fA_&GxunlA+aVe_T1t)^2rpx<*y5)Ofo7)PUF4
zY`ec(+VZ%WxI1CBT5oqeQD1g$`qUA(f0*2Ge>nI2oL}D8OV;IR?~khsgAbjTk!9W|
z*qb*}FF!3m)OUzJ?PtIs=g0TWj!zqp?#s@mE`QILvkG;#rHORbO6{&Fdv7VHv(<(w
z9h;-$1=^kUMB1R`pJT~1p3;@^nn52H%ANUWo%KP%w<y~91PmZ|6L**)Cxa8|Y}lX=
z*x=4DlbLNu*nvY=v0eKdy`Q8AZ?%`?n(W9opgPzqaBf5GAS~HmNNmJm0)w1e1tIWM
z0&n+=QqA4A@*!9osM>fL64~DOD+A%#UeC&+H&@zx4AsOY{u1b@yo}*$BgqWfV-EC!
z9!zO_^EK1vCOEaI%rZhua98~hY5KsgC!fDbjjdr)eyRD!H_b>#fuTAN(D{Q=U?(hS
zut$zPH%o}|QYR-j={$toakQ7r2w;8&L#YIFAmgM2jKDFdRdfz!BFIR`fgxu;QabC7
z>Iz-<c(*P$`Wq>*{|wApIkuC7e5J8#&OA9tUN&HX)vbM{am0k<s%~P?%xE{C{|b9a
z1es%AqCGdP+&AZboFC^~kILa@X}-GS-CcV$jbx6If@T}EGDo;2zf3zOx@o(lH$1KV
zm%6j$!OnU8TEl`0AEz?N9A(5Xy=6E9T6L0DN^X>GND00lXT;$5WXK*PNZOG0D*k_@
z<(a~9^RYPdF&T=u>v9qxe^^lu170}KP8HQuN$$8Qeqy5|p4s=gDeeEoo37@eMUF>r
zyX<$XRW_Ro=UoX4a`+NB`1M@(O63nD6a0YWjzL0yMwW?ZvdTk33Y8!dC9zggIBtrP
zlfe~8$9#4w{h#j?GbG!z$3K4l74n-Vax7qhbin6B_eu1aK+3;H{(;Xt(>RUy%?3v>
z(`mVgHgX7u%n>L2#KJ^8vu@VqG)4Zfrg<{xb7m+bhoZ>;z3Knd)qwquItdX-Ng&0E
z(|_7oH(91Hz?d`t1zEa&O+3@&DS)Hu-;MvjUV{&^V+zc4XReSH&)nQk9X2Dr5_=_#
zXlzVzO;1-gLZn5t!<udBfP0hUv|Y~ADQUJ+X_o}wZ2g-xe_v7AlOWlLY%k`C?rNiL
z-Y#j)b;{dZBb{c(%M>-%^`e=FIjDX^9Xxquk+RU=-hIt|&$5hke(1|u%Iay^IHR;x
z6<aKRMKeu{zwKu}k-xhxt7bKlpGIvPeD^sJ2xE0g?GG|aV&bym_I7U&nLO(X^pG(=
zZBtWzH#<8K7mu0Mzs6M2lubbu7Z)FcIjlhInfs+~4z|ls%|%Mf$V^U7%*|QPbY9If
z4;7&UmXvQ8Bp(+SH#ZxP61{DDTfq!$i|#@~o{$#N=1E>6_H_^DL~x=T!bpc7K`=QX
zBV(TPuXD^vc9D3dB}z4V_^&zUKhXByAb4iBe+1_L;z|C89P?lD0{=>mnf^a9BL9bR
z`Lq{xc~#V*hHJ1eJP5!a5Sy}ya+o5sK$73SK|2zRVcA>MqDe)J*v<1(&(A^-o6>y&
zrZsTsX*0SR@4Bz_<m)4dC&)XreCxKSdC9ohc`2`(+I05>2I?Gg27RwWhJb?N+KtGA
z8<GX#*TMW1aze!PQp%v4&<$?VgO8sJr>m>WhUF!*ZPQ#$=RiY5g!Tp=@gCC?n+Cy%
zhS%pq%jE|rMieKSPxi^tBjDgj6EEncUB!>j+eV5-6AOVD+Oq|S9*)Le=xW{+mB)hy
zljg#ai~B)_L~+KJ*%P5#qo=>O40nYEgZdSQ6z6PcV6aw&UJ~q$EmAyJC^loi8#_V{
z+za0<00RjLAq-fSAQURaK?I62342OPR9t$eps*-=czFAUkr5P#U+FUyprn+<7n3@2
zXl#%nDkHO3KtxJxv$s-Hjs}L^Jwil)4;1|s`U@mbiRU;}xu_yvBvEXhsRIcmO;&me
zR1CTYztbdauZEn~`w^pFjSvAf8JoI_3W%JFOJfcnMPkT+vGn0#s9hlMzQNZ=^rMpY
zeIY9ktZ=a+;drrF2#kb#bjCr*+8{(Y3V-AwG0}qp-~%yyzOVvN;Q?a9pS5A7+LL2H
zQA<Cgcm?|vWaeZVt@2L1<m``vQh6mUC3y`6JY?Y3OCq15n>a)^TPiR=k^sV7&u%OT
zc7RqO%0Thx&^@9;0MjVh1X>z03UW?mIpV5LhnC9DorgipFy6GZbn8a4#L-1{3M#9H
zMv6pg*7WrBciDB5*N)uIb33Vq_R?JqRWUhVHf^GDz~clVX$`1M@tzcad{!QA=8Wn`
zh|iR@aZSre3A$f=%hPV%KtV0VQ^6`F^im~dn!1`|(?z|r!+XW~`O(=~hx13L$lTHr
z?95WpjLG?yzd!fJaTh1&>czTJLn9MqrM7vqyt|kdF(ow*<>VAM`LL+eL9MC-MJk$a
z@cbi_K>}D$t_xh!V8k9t!Bt(L>uw$KPd>GWHD=*D`Gv*JnS%3{q9a@vw)}--hdx5L
zj`xvY#XUMMVW1WfQ9Q0cmZBqmIYc)I`UAhExpN;^M%}X{)~ec`HML^6D!PuS+Gf$E
zXD9VX>d*2S@!j*#$JFOGLl6X_^hs|U8hp7S5-vc#PHQb&N>B9OJX3fud&Y$_!-YM`
zM$5t&8kCxvI0!{Wfhcpdvl~T@k5{7PxYyI`eO+hbG4e2T`GLD=3XXeg?zWKW{Gq_2
z-32*~Tp%3BrK<!+>x&IM4Bsq!Aq3N(A4xQqa@w!p6(y>nqGr2e=cylm?c}Z;ZKNYx
zHW$sq9F;zfh%&Z6Uq8X}a-6uq!^#@1_xYED|GL}_Gd{6$R;4wuYBBdc9%U?Gg~`f;
zqZIrUP)bJm#nSM*{@c&5$OVCVaxlEiu@m{Rg!HknDI*~)R2ibVLw2qJlut+NPifDC
z2kOooZOp)e934B^#w2wE9L&H8_bpF>!om8cu7-w=j+T~|8-m?C3k!*fKZ%3&ZFRjS
zVfH^QxWZR%PjUUVSebH;&fD$FT538EUR$z>e8%?%XUY37=|sbU;q>d_i75Ot6SAlg
zP{;Ngl#xdpCvheO&q8|Gth{tHfu>uYgohCL2znzYDk>_L;MOKx>M$#Te_=7Ltosa_
z`*iNBWMl)MlAnCNX`Z3`;aPliWbvJ%a&gpfKu_*Il!(P&Jd6#1exKSz;s*mexyR1Y
z4?7=A`G&F!UVugVxd6viuzUz4w#<aJHMET`T<G$Z`^I>zW_T9awZaO-LV6u98|{rs
zGobzJA9Dg;kilZazJo8$D8AqP1g`o`NP<Zp<>ciR=W?1CDi@)SMIsAP;~DFm0$Rh4
zo-q2>zdmh&>sxaQbwd03Z<ax<@^CUf^%`I;K%32<H6cMWD-y@yf^xwyriH*luac6>
z?jj6BIfdaVt5H;$TeJXI_XQano!pjt_S8h=>g8Jj;0D~f^qvWjGW%&cQ7s!6RU8-x
z>GE~X&8m>nCLTb_FGDc^5(ggYG8$MxWQpn%UwtMLpO6Df^B!_xbVx0$4(JyvsELl(
zNZmj<rhA$m_@>p>(QaNT*NE^=aPFOok(Boh<?(q#g$Z{Bxw@RmPziqgx+-Be7KgJ;
zK8W2kX(U)qY>0GLffc%o6=|EMIcPuz$5WpWc_WlUC7@xCkH?US4!cZ2gh=MoCAk(3
zOl)9P(DYR6Yc|B_skFAp#aeE8`$pEz)nTtpmB+dWe_e05o^y60zfoL4g>;3Og5*c4
z1C^XeHT==?Tv{ub$DC5m@<JfL2)!tg0?gt}&l$U<gmT7GHj=a8Kvt#nkwGh}r`vt8
ze;KQvLqkdYji5}i{thNGN?n`4l(mbk{D!v$-<lv+TW#oDu-h6^1B0zJB#_r(!B;K}
zgeaSWL}e={m<X=A<%47;{?!d8wj71*84J{>yT!rd+4czr7KUlp8}R}pz~Er4jhhNi
zgaA_dxY`26JMp`m9xi=nfHSLEFR(!6WR6(5=$e}2YMFFse=|eR0w&H-{$9|Q2Q%Lo
zXeO(|<{zC6>gM(1G?nGJJk-zT)}c$vD8|$xmd@rKr;;SeVCXv}bi)#%QizEQ<O{1c
zVlT6+2Ua95#4)fK7jRvh8tSz&QKk#jT}h#{dY?K}zR^JlQKb7wS_%#@7)1w3vCWew
z9st{S)EfP3>L+9N-v@i72L^gG0`>x?^V&3pw&^vHD5+%@rx&fOmy=l=HL6mVqOWH_
z(XP^20W6x(p4Tu8ie^>hnw!4Bqaoo;z#}QJmN-sn(^RzC^?ZZ<$X~<L18KjV&Hv7-
zhzhZr*XQqq_$W%Z<FY#v$Dx?r!_jph{}7+GR~N3)ZGNL9m|a@AZ?J1CaA^f=OGFeG
z8>hZ#<7{IwShF*(na%x#XdM7(ZOvvh2zJ4e@UxJPKyck9R5DA{sbX)Y+0qozeSznS
zoTnWMcvHiT{ry*!IRkvOm`C;l?Z^I^OZEfiSg`e}r{J4vdmS$$zxM$+c0irG3-sHH
zy|MS8?Zs5aR`_?$t#IsZZ_mej7e`8=@Yb!!%nRYo%?sgf)_ZOkpDP&jNM|q0o<UBS
z53~!m>Z_<)m`G<b_d(9et9|rTbFP+cnY|InEB8GyIJDr%CCbdbJ5yeaDrMchJML>R
zkkd?9=;)^b50l5fn_QpFr^4l}gLH)Gn+bqn2qu2%>#iq{+My>8AM*|(Ky})dbJ!E&
zrJB3Ae%SJ4o$jq^H>7rZ>!lZ>_v%g374HsMBm1_KlGOL=thA@tI|TqI?JAU)4>x9@
z_rhbql>X}BPVWxGRpq;+BiMQMSy&BgehCEk6V;;jQe#&#6MpuwaJNNr>l0PZ{@lm6
zlR();hceX8*RVSQ(i-cN8lxt+)4k|<{ZOqX{mgz9x%-=w4OtLe^u?q4)!bn1%FW0S
zIb*<sV9!^Ou8S+gV(!N;=eTLv0EABXZBNWGb^DC37|EUa+WO$=?VR9OeF|rX!6j^1
zyb*}#20S@iqOVz75T_!+C#-h(ga^@2Ez&;O;TN~|zUg02HKci$zFgWD;FM;YC!_OU
z93~3}wK%`p*=D`kxxAu2jGfWtc>(9$Z+~+@N1*2=c*Wx-crt&6-(u)n1boZV0eTzt
zn&O^EW0S`MwVQgb$iCM+y?EI|X7l*;2$B)KCH!YW`)`r>@5E46w!f(r{UNpVU)VH%
z8D;+~LHoanq5md^{+k&3Z(``biJ|`{hW<ZA4E;;m^FI<p|0)Ij5BSrcRiDy$pHh$f
z77m7XR=N&`c(g)>PNw>X-|Tc<@o4`$qliF7DGN+RI2_|8n9|-b;Ce;MMACOPVbl6A
zNC*@;m6;r-1WOaJG4jZkOH)^i=^KX5XDo6uEis4+K=_q-0dBy)#cE#j2eVpX#R{Mb
z!=NRi6#!oVOW6Q+)9+SQg9R7e?jH^&#?zmS1|{Y_XD+$gB;Y1EbG1{(Cp)>^B^|bM
zXl9FpFVT#)4J8V`3`U)ZzMpxVdrFWet*?)Da!j#o6pS&@<vN0nQG*|F$%&JW-lk^Z
zA~@m(d;D_vMel|A*t2?T0Q1OIjj{$bD+qcdy2T*e!-^s_;!K&88R1xGe_wONXuZU)
z<mIG$2hvbt`+84sz^Lf$fbgig{UD`p0ND)dGVv9*7K=mkVZoenrLf(+dKWh>^d~7w
z*&Hn(FF>XtC007vIk?vnyDAsLiFQTH-l;L?epfpGIojoC^<q*f*4`?__IvGkGyox3
zfl5Vmt@oo`lK&vm7`nDf`9WBBvqX#M=w}V;Cgf|;h4i&%G+c>#zUFq@w)WXgFTz-`
zk3^K_ep^g<E0zCefopemz{1gt%E!xewvqb%jr9Nr6BrcEY;Rp2jvIzcZ<UOlg$w{K
z`nxC~n%C@M0b^e~eWx7D_4wKMZtt0Ja(|*02ZSvW_FLF%=;0qC0bJL%N<Eu}KulOv
z+2!+Z3jUI^*X@SJa>%6kr&#4+=n7%wX<8tOHHb_@UN(q?_wJ;t>6i}o)3zq?JVG8H
z8!A(ZO(m_*M2lXI0-n;?^1))ow8h}_hYMW!eaG*^gTZG&?Ujc;teb&Lg+)unSrLcp
zQO`J2?uU`YABtn2_TF0@R2xp~_9100=Jr7M>qOs%D^N~8km~T`Jv2FAe%=cO=qYx%
zyc$h4)Hx8Th8J`EjBF6ylHL-l+I>-Sqdp>h6Lf>lR!<P_I1O2GH5kGg4LJdFp^LHg
z2{|sN{MOY(IE1_$I9+q}Eu$q?(FgJsdQ7cfq4pp&>(_9yy)iB}x^jj+C)Y)P@OYU=
zhf9^Hgy-|nGwn0@v-5M+bLl(I^c40?{d4{TvD^c>HF-9<HhFTwRN@Iy0_A9!ooY*|
zN4|&eMo~;9S@L$EqdND}X^qo`Pn{8JnyoiI?0OA<KbAS8HI=2X4W#i&s>FWdRnVlD
z)m8!aypvh9nd_PEnXRS3$-=!Uc)jH+-l7jn>Dl1Oq|?^2EwgK59Jl$5MZZy99F`*T
z>vPC#w=p+O*7tBDxF+EuLNLE#7#O4NkGWC%z!uRCzs-hu&0`-9lqor-jbJg1i<A=l
ztom_LlI)SV;aj61M&Q)G2zXEXQ6VE%>EJ8w*~t)9`gjg(*O34m`&9#XPpwDoQ1{Rd
zCLhaF1G1^@OyLCk4$!T%vLHR#rEGZBc7g&l`|)=k-Q~uRD4?A&zGrCFb5gI5TI?Cz
zZ+Q=9W+#qy=d5WA;su=~&#(k$A;<qL6#wm^^jpwPPshgg7qR^hS>NBjRsR&O6ciND
zwKp`tW2E~-Qb6;s-57sY{Qb`nJN=)+pa0#XY$AQlZhi36^X3W(QJb0;L^lc`?(2}8
z9lUZ}Ew$25f<*BdCiEHMwClLWy>^*RMr~kw0F>pQG{WELC4`Fu*&Sp)HoPCYx5{W2
z9!lkM<uVyZ8?-E|=Cv1`kMGjKD`;>PzCT=RLx|tp*o=&IR{7U-NDG>+foam8tFhl5
z+U}<}ML<QKMZ%QHSZ@vYHq>Q0w;C>rbi{StXF6rhvdmlhWARs1%q{%fxSY(KEre}=
z4eE)sny+vRhpFmnUe(g-@P6IdRkE~BQDt>=**b1LN<17`T)?lV8J4X2a4{}_etXO5
zSR5aidNecf@KPL5-grDdsj9T1#j*BkceD3)@9Jo2b6elkP@-a86-_dbt5IHZid-Ib
z%(e0p!JS+1>_&1fZD?Gy)DJ&p87rM$v>;WPAJr$Vbr$AGy>e6N(<v!*9(7g6%$sSg
zb6m^Sg!664%$PZ~0Pk2iJQtIM?Pb)ZO?up5XM`af)Lvi@;^K8C^Yp5CFJ!UqViSyS
zRZO3n+^36N^+?3&<mzL9cy}m#ubkvn_GZK7wmtv|H~d*{G={OZSb6lbdvIZ`y)}%o
zeRsz{>DOv&6Ihidm91Cd<(RZ(Bdb`|!_m%tIfi1VcwBuhElu1$y%qi2WR+EyL={&=
zdKK6USEQ7AyJbaR<0AXk^G->_pbPE$Lw^ek4aRa<Bc9GHvl>cKqW#9}p=74_%f73x
zs`I=<wr<kll(7^xhi$KIG(v*N*304j?i=Ub`|j11Sva-tI#{~&YfjowT4-6MdNhs}
zm2P*YWq1*>d-2%I1&$RC4(|M0L+i`V{nf$SSt3VSl#*FZ+;+kqrJAA`B~XMUk1}QJ
zuzhqsV<$^)dD0!nu|~P_A~Wp~%aD|F`&#)#(~_kUG}l%7F@WDC=Av2#$#j{NdhfT!
ziwXZ$S=*j$E1WItGe+~W=E->3QSzWu#t#&LkdG~yTQ;OG_rG?4zi23h*z%m%c5!3$
znsdUg&PR4rO{&v*IO94?Yh>UhZ?hPFvEPrPR3HlVTW^fbOeTwUe%~9oKiEB4ql8PC
zrodnHvFpasC>zO2+tcSJgLu4Hi-|w*(~B9VE>R;W3f6G3b~kLTypIAY;HGamsdxl;
z=yPQgA}({3p1nmgy`kgH|JA7t^)<Bs1ZMpVO8>Co$}+tPcO=pr7UpJfUa7BAq+$-G
zjno7t0gm93Z#+_Ay0>3r=(_b=$)d}z$T{wF8Sz;gT$fxGCb1lyiknJ`J)%Li;8-M6
zs6kSvlM@^}qd>sto*20t%Z;XtS{i@JD)Ws7&w{;q3bD~^mS~A|gBqq5QwOO>&=K1w
zqLkAbs5X(Ssi&I?n{}-(L)cyf$(HP24s(27yFr&bthV80f3}|O$imp)wOap-k@R=N
zjsoAQ;MB(|WE7y;XVUaX><K4D*fT3)f9IN1rDs2PEpZsrzzBARL8M1B`x5*GMIf8V
zQ{B1a2q?e}D|n=akWya`)fn{|o!AuIRb!L%q+sRhq7{9T><mw=w0&x%*|+$+QiP-M
zE~$IDQ4iSA1bZ0q8Q&Ve>;7@o;~Qkwnu;7lEujB{5XYs|?sx5?V9EJP1i7&b1BT>K
zj9hynd)|WJwcE>+;hoJ0Kk?qv$8*>t{P>psn?_z4;8h?I{*<;O2WDS68$5L&k07~N
zB5j$y!Vri6T91k{geb0a%ru+`5uGRLB^Po=RII0IKsCWfF?&?809(aD<WJj0L<<Eq
z+;5S?6m1cEm&+&kxM%E7pjt#cuCnXQLSd&e!^O)E#;X*2#A3DIl5G*YP_a0CQhRoU
zJY_D$;zr>++LAELI3ipw+z8bDzJ8<-eW7vHSS1-fSV3e9;={un_A78o)>q{e9_tpq
zUydkku!0K4nn6$<L8A6)tjR)9*p`=TmfF4+i}zT{52kwBZ}Jx{lcG^B9Dkm!RFaW*
zkBcT=cq+vIHPD4{+g|xXk#s{p7qOElFbG*v3oT8lC27zuXy8KNXST~nYIsgv+juWP
z6BqHcSpnTiBIG@pZ7pLb^kv<!3qeg7a4DQe4v-~x<wWw*iv1V00^U!A+!XgH#|0lS
zL4No8YdY6&O}V{j`Ly`da`OX?Aw_4?sgo3Ol6lOuJ{WP{nA_ACX&{=WuB;=an@juW
zBzW$@4(!iQL3Ieuh3XmSt04rnCqG1!g|N0KWs#CJt~G#LrMas6d{lBwG5S1IS(<g3
zvU5fqVoG)$>+AdDaOCb=r?(w%h2l(XS`%xgnlx859XOW4=5hsAE9Ze3ee1)1qzNkQ
z?SCthSf6ksE5jQd5q&Jl2qrvo(I6bz=ZlK~`0)idWOrITq?>FvLg}Cl$IX{C-<`0Y
zbGrPRBq^m1f~08SE3X>KtL5au5<P#B(3^|Mk<8)I;TPbP1k`W~D*j9@GR_^922-`3
z2on8efGJ4^Iz&Ur!7Ww`^s)UKM0D^PhCRoD-XVJYwAy+;{vimxQRd!h800uKB#tlV
zHJ>`Z4;HD+G)OHHUdFwFdc2f3>2Dgp7!Zpr_PC~oeM_ahKuHwC+6wMQ@}&eZ)y%)3
zK9VlyBM=r7m}709NF@?;HyG&S(+B_t*(NB{$-8yR%foeX#kLrFEb)0!N8pR9vx`xz
z!MSninleOP7c@fqOx78Tt@@7c&GLxdx;j;;F56<bf~&?oqz=|h$tz{VK?YIu#xN4c
z!?b%A;}@@D??XQjkvXDG7=%_M$5fcWz~+Sz%kvkHiO>07gPH9Smqa0htd9maiiVKn
zf_u-mnqql~VSJjU;T~3o5mjgp7HEot!W%p9&Iy9XI>itvt{S4>l|SPfb|$(Y6l<wi
zQD+!%mFtoK5q8CUa=*BQaUas7bV!s_d@uHnh%>uM9^fq~)nzwHFN<lHuVn5NGn^>r
zZthmTM8k^9x-{%j&e?<3W9W29BqjuM;f}_%`Qe)SEJwp^5--HWKaeky11nFI$cA*j
z68(rVv}4+E_h^~LEkV#JI$^5O9}24NdLKgKl;|W&^z}`;f~8-s-A3+t99|_3)04KF
z;88>;Fx0@ot4AD*g&;qk`+Jj%U;{IOx#aR{A9<~h7aF&vLR4PRFmd-R%T8%U5EGZE
zhz9)8O*1^c9YHTx&<J6e3QI*cQO0nT6=lI7zEXyGB)kfVCcY#h^E??Jp{!GCF{2p|
zlxp?{H&KRxBr=RmY`2Xw-HHn>G<r)IrsUQLJ2=afw%CUpSUM#G266ql=)0>y9A9!>
z`FLZW4-B%zOyx8q2a{CJO@rhO8>@4L&qZGT6P82c%D!s7Mex4=!OytM2QAYxC*_@u
zIP1ZnL&_4x;@dBBz4n6BVVE3oDY!I21zoGr6B4P~bI2CzKy3*!fU6?G$=A)nUqq9>
zz*L`Y1}s9uS#X%+g*P5Gn3r(#)2!o^<8+Gm5e5`T3^6Mq9b<9OoqN6_o1z!=+mzfN
zb%}pX1I_jfXQjcmU$ZeDes-~@a{x?bV_TY8;#;1Z3jT#vAf8c02FDf-b5i8qR1D_a
z`INwz!KjTDuhZa~hF!{iYBRuK$MtQ)dJ=|Mt*~G_ca0K!ZBE<4ZrKH;-Sx3{r(1K%
zqEQbO7%xvXKhJKMDiz)M)L`!HI@m1!vG2PaP3?nff;)ZQ%tFGh%lT*)7~+=0?b9=f
zYketr^dRJ{8dk=u@^@UBM}(^N0p&ZQPN<qEyiUCzrbFh{6JK}33s7CEW60v%TJ%Ph
zQc64^LW+KAU|C^@EYR~Qd;_AdT~keM-2HABH3U?XVuK5pdS-%`w6cih03`OrL5w|K
zRKGo!xfRAz6p*+ZUIr066~BrynnA-hhvKCha2dEbBp@o<#7G<OE17jcK9pP)Wrwzr
z?aLssBBK#>a(#tED#J!dvtrt>DE+z^bm}X8<#GV0)0h%2?Z=l@p)xG5ID@MCh)u$=
zyqR5FSDv5au5e9cuy0vG;1An`*XW`Bz$*d<a;}fx2c6u(bfN`;?%LTf-IRqjfAGC|
zNMfMVVyp#ok9I0Yfn=(&aFQo@Q&RtF(@pRG>3FgzHO{@|Vs8z!g(0s;iXPu`6AsEW
zBuFGl?!^!tdc^6Gp$-aLSg@-LV$4IqyUh@K$%{F$M%I)EAxCp|Ze>1<R(k(E>N#kz
z^FRVA7b}6eliV;ecVujU8uZ6OZ-_t$3IKBqu&mwnX8ndl67xLKx=DVq;w}_sHY#Ho
z{iCYGgTK3OTV{(Ytp#zjSPExQzmR&nN+xr5)$*d9bxw<z%A#sPQ%(C8-`DSFZCfs;
z6{yTeWw^o{_eZCua5vCXX|wEz7cyrx7j$A<Lta5OdMWz$8(0`+EtNmddsz1Su&XWR
zt%G!4zs`&GRYGX#S8|f<U{&%T+;IQQ|CnMHoi~8lg0(kDM{uth6N_rc#4YR9cU}WL
zu6N>Va4p5Qk)Iz6t88_hio~jTy~aN7(IfRHlxmGWV_6xq;@q~0He-{Nvi58Sp*~0s
zXnpwrp#mPR+$iu0QQZSRtE_fc#K@%F`AO7f3>^)4eM8mAyGC`^`0LnnKaIkzhih3_
zG+XQYgfS%#GM2W1SACpWXPM$Fzt*E<5YK!@oTXls?qw$J$5&!s#FT%sSp0oy_uG1p
zk%^t|@2kMyEHeID1^#R9HjMOt>V5pp-R6(A<iFx>^GDymj`x4q-R3`7+R)?u&Fh8s
zzjL(t&5eeE0gv(X^Jx$Bo4*Y!9zF9P3+B%TJrmxi6YX!Ce%q1lbJJfEaDVf#`Q122
zMMlreP~QRXH{9?aU27meTTIM&jGyEDKE`K@{qtadbFE>f`)vK)(T4SN&p(g$Up#DB
zAQ|cZ)a?5lh3&K79~LM7!O`ZA!T!3)e>&PQGW^-^Un*^9|IPJ6)X>z}!~u`~(>vpT
z#Q}riPpaPkmZ;#yL^P2h_NN1e<C&7`ubqL7Q!s>Ir@9|OZ=7(*+LzeK$oxoh5Y}N}
zj&(#>B-|^|8f>Sbh~VcM_tL$%-M(`;EHnP_-gD6#Ynqzenu(?_C2j{doZ|`$T;K1w
zvbFCfSrfA|InQN(7mWOr0{mU=@(=09-xXv3@f+f=9*%0pQ(4&2LuDsi-tVv659@VJ
zO{^G^N?peg|IiiLw@Q){=suOvm`0=da#|2};C>(+^{`Lx!517S1kLNShR4%X?S^*c
z52@Ne#3~ha=qlPSIyo8c{b6~~&^dveEc*9OnAjTkzBqX>;~0LM?ff(==wz!{_|7iy
z_cP@~U~@cHa7)AH=b+HL?}O#VimoD*D*}vdlF8=ryy$ok>F)fjZtCKypp^{A|A&)o
z0E$iCv&4hXB^1r(bf$^BzvW&HzJL|8o{icV-nruAG(1J)!h+%Dtyo3m_|uBxcllVz
z@vF&L(V5tKLg{anzX@(0(sO#<(Eq%ISR>ajdPwbOo&8fh^S3LglgS5ikdU!Afe&A|
zH{#TPB)Vkk@!KzR;dE+OCt}gtKP+rGxA;R1_>a?r13L0`@`ymfR^>o&>_2@B911|h
zwB_3D#kQsmjYK0cYP0<N+%O@D>T=dP5FLliHPCZLhNf&>W(57Nw*Ti~<gF}5Lzu#|
zbEjy0p?{xFUnQV$dd|)K%uZGu^C^9&vO09hf4Hg;AuCpYcnti0GpM7&)ip^U2mJju
zp`hn{A9qV}nG3=6|J$hDwjlkdd%vEv{(c)Z041hm4!Wdin*V96@!OpH1_6B=It?PF
zkN8_x0AFEWLcRN4y0yO_1A^)Eu<7dPVt+faoR;p^E}+y&o1@u+&jPlS3D&K4yPu<<
zg*_j(25+9Z?~NMP<t1H{$FyJX+%(@@mAuu8mz0hdR67{Tl9i7OR6CjrwNe&vjqieg
zx_K#eWiQx|-L;wiU+ldFP+rZpCX5r@U4y&3Cuo8O2<}dBcTaE)?gS0)PH@){+$}(Y
zyUV|UFZpK9xl?n_ow+shPbF2UdTX=0_v&TcYjyW}ZXK0I7^bY^wiDM~UDaCBCKU!w
z3)ipKU*77e$xcp;<egSFT>Y#{`&^hVwcSH|nq_)hR^rK2ygxN@uC#Ud;cD--hjD%L
zm)z#J$`Sl$D)`|Mg{MR8r(x`;r>0$4Yj#%&;rO?QqvAwipvMu%VfIXp5!&Li8AlUU
zbzEH95<C@qYq;5S0m`~#Q4N;k_#sB!qqA|jH9hfh*IsT`>oVMYW!AL(&9+$+_@5hv
z&BD8O@x{k9Q}@oNOBxT=@k5kH-0fYdyLw`=W;Vc&_oeZU?Mmh(3MFXOG`4OoQ1C+5
zBBo1x(g=c~a)!q9$2+G>b~jer=E6$n3ch^!h7iA34xGarYJopizdF-wF2g8|nN~k{
z4O)v;p5L;Zi@%u)e-puXByqJjErHQkZqrE}aksU~S)<llAiUno^DX<!SD%g{mk1iX
zLd}vd%&Uk6Hystuc|-esmx2_P$>(0_%KJAbA5}fNhP0Cl8P`q}s`oZ`(S8~qZpr>U
zS!>*bzK;GGaQ70HYhGjU*}&mSK01wjYhc7c{aRv|Vg<fRn)C~boTQ67e8)7&=O%GM
zY1+fD1Kg;^hU6#U%=D&0DmBi&y*6-jiQCXhTyIoX&RjA(*5L{X4oKgw_`ZEy#vPI#
zkUk|c&WRbl^Rk_Po{t1kTrGSWALEi+{zPw(Frp`_WUN#uH^IZ&`XKQy;Ee|(%Lr?o
zC{!kuN#}8R$AvG}AOooVmg`OVDS9Pk^sD4!oTr-dkM`JVd|2j6SV^iGGP4Ksw*~ZI
zNig$%bmSYttc=+I3IDfxztqtmTwGd$enPZ(>_UjvC(H^LrBdAm_it+?hUhe}1^w;1
ze2U>Zy~u1&N`+jLzBt%XJ{A53x~0+*8f0kh!u;*5%G^Mi-Oe{kem{_F@;*1hTGE62
z-DdiWcfuDpJLTUGsI-W?c1|`;-`!6)X#3FJ5ta%48Vc}Xb6O*DIpx2H04%bjr5KFT
z-}AQNJ{B{6u;&`8ve*QIdyH4n$L2P(GJg**V*pHg^>B4;XVip^FhXCnoEaPb+qcdg
zhT7@*-yY48k=ST|aUSD$cfo)Y2(c=M{0rF#sG|&wbMZ?(?e7QZK$HL3sQv}kBxt&a
z&`19ANIK_WdS`n>no++VWH^H|H(p?>6aSJ#>mFq1&O&k{$*%`OhhTb+hx9dnb8G=F
zaHf&dN%S`hSAiz0>gGPbS=b1S&dF*o`1gY@xT>%jH#fJnLoOAutWg~%34!Ro>^_&^
zo~qydf`Yxuc*Q5c#U<ev(D5l@clZIL<B5v0Hvn@a41N&}_}UtPD0Sww-~4=Lj*eW(
ziHh^PiBLwdcfx|wpz|*(LBa3<GQ&im9_G8Jo=j+ojcPGi(|-5cDhB8lX%y&hx*=v^
z17|F{LjQug0p$6Ak`%U}ndm;UR7WoSz1`igp0#O$FfqS2VuA=z>ESU)%kD>LhDVP5
z$QO!srZYOPs?U7{m3SCXq@>W`F!_GN@4-O=a)jiZ`u1B(ZD9gu>c4Bo|Kdl64xk*%
z8)~?}b%6ntnK!;^`)?(s1C(@LL-P09pqHH3X!E0!<}a@M_ySD#O*S+A{ndJ4Hq|&P
z`R!ul%DfXat?lT;etnfV-a8>xa?#<pY+*5xE8#3la(*uWzN1dResD5YwrLt>_P@Uc
z3dW0Rf*Jw1u%roVuKBq+yojE1UfeJ!zZX1&;7KXQJ(70ZzX$^btA|MHTnl5K8{5&?
zwfo(Pk0l`Sg`E)9-(NdX6B^uexR&~@CK<_q@^N14Dg7SP7l1;y1%c?_YVso&P`;t&
zgumdz0FZ)GfDc-=Bj10Is)3r=$f=Ui=(i{NY6ft7YM0gJ7m0sJ0W|afa;^YwEo;<-
zkFZBgPoD`pTXc7SpOagb6LK*4mpXg5PC^2T)@Sgsgcl#N3&6T-h54-n{b<OQ1Kar+
zzm?4Z@SK&kt-m!3;?Em@`0+<Se$CnaXeJny(0*+uY`76UE68}|$wFu6=gBE~eEhV3
zFL32(zmgHkQbeD8(Q_>R<oCBR(SS+oowc>SxGK@_-l3Rc@&DUMVNj4OWhJucpKxd%
zV%&IOsl-sN8S?9$<@e79_0O!iif%D_osZ98K9&82<oK|fm_r3h&c9nHScqLPn<}x`
zRvUf-ym**ffrd@DXLGR{nlm1osZKJ_J{bO<K#`~8T7d+Cdf!Cs!uC|D)ju@^%7Q#L
z1Zqdf{$oREB6qomhDd@p*6LHXguf;ZP%ui7<?b-NhlaO5vLgQJi#<eM8V?O+1un@-
zPKka`LBKr4>eD*{)ORo?S5|hkT5Q7UxGVm>J^+CDD3C8NCyUh|dj8^YtOS1@{|ICC
z67sIT8CJ905O8G6_YBA*O>4Ri<jVJ078+WC|3RMeF;Df7ykcYLX8Su&`H(yN$CMWH
zzf-O8A1{Ue8<?&vf93oBQyH!QmtZnjA36RY2IjwEGM+M$|0J8gvVi|my73=jGX4$O
zu>N(&;6EoD9{|Awq$A@}f$01H9*F1vDFli4{}@1<mHB~ZkKFwmK>H~d{7>Bdm4W_O
zZdR}`bN^1}KHReScewjklKMZ#-T(gq#Qe(`-%U_Zb-n))k_;=r>?a|zu>QTx@|dRo
zM<KHOJJ)0WSA_VNoBSih*8g6<|6?IOisnIH|D6yYjNzYz_}8Y+zvSmQfQ_GD+bS%;
ztnzP};{VdNigbj5A;tr+c%h<Jfy)E1IL#xlI0hu7D8vgn7ZhZ+Kq_1zFqjY-2me-o
zNLnSj=}KMMc4(cpcbL&X+5?TZJ_W1S&K2Np%Pa_-U-E~fHSjy7xef0t?s*k7jCu5t
zWBy77{8|<Ll}h2#1Y1fieSj9{NhK`Zc|eTbDkwxmM5KuBJ8U_{d0Lue2>a|0D!)H+
zn9_8bv#4FL9iTtFIGeN5)*?Z)YWSHOxMx;UzoC9yeM5`%wCeD&gcLh=SdUc}V|Xa6
z6*Yj;e@LuF5f9h3=A47?g~ymknp#@78f-PJTx&S}R}O*d5nSA50)GXMHuG{)-6|};
zFRFe0eeaI}09|~muryq*d8cBanO}P;fzkhIc__3A7FB+T>CkEUejkBz9{DHVebVve
zdC34)>Kao8uNGIlMtF43+Tqk@;jy0iU&+Uq$S|jBQWw%xQeV=L2Y75lwjL+1*qv~1
zhI)-f@CYx7N6gx1$aUCYC>7)uYhl}g8_tjfDEL7dB^XGnhPLi5+>3qT&^8-W8{2w{
zda_S^B8KRP+q}T;!@I<z#vjFBI(cio`odkHnT){7qsNa+n$2zYaYgLI|18Ek{3Z-N
z{FwlA(f~KgklW`T^1nDIv51z%z1Yc6nzRP-`e~4@ix5ep_}caiQ(^HV115{=<P0KD
z0(|dna>n+Q7|VMt#Fk!QL-n*cuFB;06fsV47M??U+7dY-Cr-NlmEp0@6ru&btHqvf
zvL5~T4IQ9hewGUoWF5qlrhG+LK^qzx<D+;=x}A{{C!MeD&^*2C=5v2K*4mHgG;h-b
z;KW`2H$dZplO@Vn+p%4)0NjU1^BspaV{u8#@Rat(c31b+vEG-1b~rCJ%@M)-8={C}
z!NDoJ5&m;?{aerGG?$IUJiP7vytJzYcm8@6S+>cwkke`Xh+D^I&q|dRts-%(?I>}=
z%ZV*l078!FU6J<ilwa6sD>%}Pp2LFI{jH$3<~e{gK7zZQ7v`|9w=kw6s9Ho+TGFUI
zrCGQw-ZP1$JO$v@;iLyfm`x&W(8^FD-9<#0acFCKRF{;7hdWr`p%rQ_R=+E=ttxQ1
zGXcF^PuInd!2Nbkcd>6VXt1uUZ%K<ZAhou(^|_WmnDSN81m!S{_<GgRVP|ocx5_|&
z|H@&+0Gb+-l9~lRgrq|LX<d#QqWT4M!o^^}^Imf!dp{SSz+q_`LWnq}K-Q!nYm1l9
zwp)n9i+f8C1j@KCKYk7fX5BhhiI`lnohCJbHoIGLird}v&Eq?{D6yrB78~o#_v^9m
zSs-;Ul-L}*QCa$zCvo=H>2|Bl3lPzBj(6Rj-lW^~gyC5gby-{-u77c{sr9Uw|FXuh
zSeGwIz<Fs~Yc+qD9>zsg|1~&7B2r~YF(@YJElXb1OU5`In&;KH8jP`Aw4<0r%4qxR
zqNvRkz1_-FA|_<!A{Irx^Ad|jZ1GD|8qEkrBFCenqga2rl`_Uhv~dVVuP>rO8y7*T
zhkiVgY$HaM9uuoiK!4t?ScjR;I73mrnKO1zaN{Sma+%!UxIL+}P4=8HOP&yIfo%vj
zqQBwB&nU_c5iCZVYE|oyANBGX=;)5=lS<0O3b})yU0H!27hEb1NisjECX+MhDBlH&
z*<<1yNQ-W09Lqmq+QMtKP9;GL>LENta6$~AqbX)u1&_dqZE!Ir41%^~p7v*l=};SU
ztx)&)Ux^<+mO|rGlF8k^@K=C331@!n1v1*S_;u+q4D>;S<O$lK_c~S#Fr0fz8^OO_
zewpPGuWiMwDD3f=8v<Suu?tA3dFrDPE^uQ3VfTrC9(3d(0=?O%mOBi@Nlu(q;E#j+
zAt%J<6lhBO=v2xYy-gMuz9K$aUWPE}==}5Cr_io-4=mHgNtpM^rTqWtL#-dgjsfgy
zd!Ddu0OoSkL=iS&$Y^e-(yiL@$(Q+IO;gB6gog)rIP+l+`FXuId6eiC2J+DDRU^+M
zmrMZhVg?F7GU;onx5?hr(!^tePDoOStyT#CNl2am|6A_<(k?Zy%zDVxr(Km3TEHKk
zIypSGM@1f@M-F)6u{OZt(w4#}z~ne@6H6biryZ$V*uV|XTg}wRIkXBw#15|WX%qj4
zvJl((_WssWd%)4E6C*y6(gJ)@+e`T=!AuWy3}*8*2mPmpQWLZ>W3Cj8AJGF14L$ag
z4Usas&xDO8Jp!#}CT~gRFUqo!0p^L?1;3&B_&}-ubK;}`W^v62HEGp>5INQn%SU+_
zHMYOE31K(B!z1##9}4o2A5M<g!z84G4Ja12-S{JJIJ}q;8<J5B?j!QL?z6xR-N83l
z4+CYw25c?i&Aa#ir#=E$Uq?rW#TgEK(j(d4tzBrq$c-yisde}WiSY5I^2WGQq$sjR
zKf4RaOdF+#Onpdw6brzHnjl4hdK<Gx>SbDlC`We?cE<!wFdiKQCg30p<+mQh4xr78
z*pd59QamV~0l+0yiX52-_5r~4Y|1Pq7JnN2zsaS#uO?|y6o8dAgg^r-RORCATsI`3
zDmDIe0>l;lN!RkN`3OTc2m{u?Js5?YpSMYgZoliJ=7@l0a*vk9yna}!u>+Qan_DFQ
zpg9s`#7SrflKFocJZR1zF8x2P8m*9`$0lq^kCtSx`T`#_^U-PNw<$zC=)aJTxQ_*i
z14nXfVc-Tq^{w55fdISpI>{yiJUlelJJ>^W8Ux&quX+Rf{G&}#y)aJ=(}7tkeYWH&
z3(f&cm*v7on0{fQbJ+DGESbyaah68@@p^eMk#)Pp=oW}49USPdA6H8chYA)wuXj&J
zZ-#mI&F4Fxy7U%O27AD=zB2Iy4(l~E#CbeW2<T`S*nZ3X-IdARvL6zM<toG@kwO`?
zJ`X8;4>qrpQE^Sp0fAps`a}rcIRlT6`Y7=@ZNMIvE5u)8Tl3OA8w8RBuXifzCcWsM
zI$2(Y6WQ>*yWHH)x&&aYZDw2O|C>Jm$h?*wZ0Wpi3^Ld8qTa0;kasTT2o0J;C|qB_
z4jcHi&}%a<TiC%}VE?0R{ja<{8#Bjm;AGavg!w;aN?4zcsxtmdnUa6Z*8eHt_@{*9
zpAwFLN;v*0;rRVe3CBMr9RHMX{8Pg5PYK6AB^>{AB^)1D;*YzV|7{7!$CDKQv}pgU
zAk4qEXa{P_{Mz1pIB4)+yl77hQBV`d>#pzBl#7HA&8O<j)N767@(=7n)&KT!^he|}
zdHzH<)w`xDGPZZ91*b22oP)^TpovsbVMB<@g)V*9zINn>l@JO=&12mi28uxi++GSa
z8lNv1zxjOM-y#Ich6@gh86qtNTjz^mV&9}6Kx__%7(j^}L<Uq+M`uYCAwxX?DowR^
z!@<7d!uOHLB>QI4XU{|Wq0az_sSs~ubie-WV^bsfAVRim9qH1~HOfQ<7W6V_R3V{A
z(UB)0x^Lac(9qb}*wCgv5nqOfH?~Xa)7WQpR8W5xTN0g>0})vEpf-bY?nKol{1=wZ
z2bmHYf#~HwGMNOGBRdBAzn7^>iJ`{6?DQj+eF=g45;F|(jjH>LyRMh7-jpjU(J)?X
zeFBc26}&w3NNiH1plA4qt~H2tP)Ynzh8G0|N{mb)I<W|zL7SK^20gwPW6F|>)@tIj
zWuckb_SV)rvx(Zb?6owpoF&xX$-6$j{Nz0{q{AGYZ?L-gA+VclSx5(7iRb)fnuKk=
zqK&4D<XgAe^7@>&W1}+@6AKGt3kwqyGoMT?Of8$#3mbBpN~pfjp{#2z=T>49i)ggl
zu%C*Hz0%9Ib*?Ari>-h)tiIA3^E)fiDlV~FPSg_QdLQ%R%iWAny3E|%#9hYEv<5ZR
zH;$qt{p&X05?+BgH_3?T3mLo`tQy2$sg=Jxef?HgVY@@y;dTT%pyv)ZJt4)D8>kmH
zIPkMC=&+^RA3FVf+tXuuc08k?i6P#TcCb&xyBr*XXSJ^i9fY=yjJ74eVXo+>3tt8i
zM^i$Q3qSAua8+5IiK?2K8kAsMR~O`1<K@g0s{$i@$CXbHf6_){LGpTqBqT_}OVTxc
zYFJ^(>`E>yScX_7#fiK5$t*V>gM<W6{_|mT)tZv&9kYFcaEELz{Qaq&8jS6Vt{cm}
z)06kQKk`fRb~k4Wg1<>ZVsX*&$er|pv^kTFChY9E2Nh*D+{Me#>qz4oONR{5p0Njv
zRsVFfa%pN?ow04?)RgH-@-TE6Wiv~G5V6=~Je|N`d8NgX{EF0vFqCIZr_A~Fk&8^Y
zikg<HSBqpGQ7Y4LVw}<r;-<gb!1lu7rF&x|k<iTCoF5U9<BOs2smAq1Yn~li$z1NW
z&d*v?4lT_U8Z^TzDY7JMSw~DT5U~8Q$&^vF6GKQ2t{vle(U4^tmPo|AFS{4-+u@2J
z#tBM$cELnKeh$UFD0Q1IQtBsnnOEfb5Q)q!AV?pkET^I6A)Do4nUJQb;!n3<Lxl0&
zosX)GM$mQ+E@%L*a?F2IZRpF^(JGjh8XF<5WCqi;`)Dj)ZF1waIK@&zvEybgblFQ^
z9*__2giLJ;jm;J#xnq{>Es6L)_br<})`9~^jO3o7oQU{&W>sG5%|tjLRbAO+{j_Qv
z+g<QM-Q&deebzGX1=d}+=D@q_l^nX}y6ZPfWT+>QEYqehm{`rs#ljy(8ArX%-XKW1
zNnhjej29737djBR&a!e)`YwNLoYqh;gAxa8(IWwZBrKNxBQ+jRT4)oS>XMbSZ`pxP
z=1mx~PcCm-*tyc!Kolhb!s|q;WKmLo1gx(%L4#7CP6DpZnwi(y3&y_e@<uYhUW+QY
z6(Y{Jn)}k+po70{R(k(}X3#($CSd)&e6E+Kz4XG_^=F&W4OoB7{0Y*nGoMCYb%wc2
zo1Jrx(`u3zt_dk7bdevGRg~=RM|(qO_KtkN-e~h>u9(y!FGHvI7;@r?6E2ie(|!l#
z7VhX+rh=DAQ@m8zCmN%e%QqnsBs^$hNH%pXJEzQHi|ELBAC3tR3YAxv^^+*QmWThk
zT=e>0e^QwEhfsu_p=Xn}o%kWbvj}7su5uAq*Am5<i@CDVRqK7?*WKpqSK!xtwH<o+
zlN^fx81Y!pbgN=m_nQQbD2)k@gVo)w?z57XrA$u8P+rf)y|eDEIV^Asn)<+j>}9Z0
z9$Z<&LvjoReqmP3p1A!JwrucocXh;pK{;9B5AR1ZSHZcyI+(vGulO0IJGnLMFHcD7
zjU92(Xf<b;O5ir0O@~<~%!4E>HQY;^|L!NAm)YD2G*(ve+PpvCQts}qv$o{hS6X5$
z%uGs5B0S<MYGY^i?FLT5^EOE#m++nSySYJm7VJ4M5&0p+_1xbcq!!%H#JE_%A;u&~
z6KsNd&n>92%JQ2jdng}Z_@RgHh1wX?ZQvlq`eEtrEQ<yT@3*<YH$U^2)q2nBIW*#o
zD*RmGWJs*oD_CIHw@mPZ$Mm7>XbU?{N3KbX7wFZ-7Qs;K#m#GcEMnRUkhW8Hdr(-0
zQa>9lt^2^LCaCCu9@1_uawM%tzCjTgLb<zf2|2}2mToMV>EpfN3R$DQ`6#eto{D6L
z+aN*d!10Iipme(le5o7M4pc!!3AH&+p5vS`wHR%g$g22mTGMnv7E@^3J*!tS4#hf>
zM_X`KujCSL5tRF|rmZ2r#RzdgeSe><%u%{*%U2t%)9CR1>~xT0fT`IVL(U-^V|gi3
zn36aSBND#mqfhp8kyqc3%)=1TX_CT@w<5#*F1W&lIfe_LameVw<3S&hBq-jdCn>gO
z!E)wb2`*)WC5crm^SC*9h^tw9G%OBBt5|yymdOY*W2=X=VXGtJgyyH~GC_IgRmw(e
z8j+BqQ@QryV-j%$OnBO<cueDCrcdMh500rUQS!<?!@mA%F~aq2dc>RI+BDQd<gE}q
zp?V5*4<?Q-@PB!F)!jXu9x*V3r~}C`;XsPwE`a43ii5wn%(cjYjS=*_7vH^<?};Jr
zkk-r$%>RQlChNm8=W#{E%*6To(DCC<_J3RvvHYq8@UI-b{HJ^L|HVt9)bn)3w@KZ}
z;r8GQ-=)x!hV41alT%P4;e$b;AkcJGz_$WTA?>g=MG2IZm8Z%=W+s^1djxeoQv?G%
z($4wMCoRmKa=X<X3R5<Vx3)637VU;T7LWP&-G=##F)&!Di6Q${eRP?smb3vJ^#YoO
z3zu*Gm$(y-)CcNsi2JfzIJF8*CfFw?Cf>$&(9i;C>xE`pTmDl>L|V$q>gpYg1-l8}
zPKFx8R-)LN0q9iFkR%5r$YK37N2=h3#pKne2neKN;rPsYBEp)|ZzswMX0P6aNlRym
zbFy=U<8o(yY9`dcn<k$7%F*COSU2zjsrn6UOc)qSQwOsCVK(#L#t-slCQ|HY;B%u{
zJ)wAlo;MJDNx1I{Y0dDurBci}OjqCA==X$Lz9X4j#;x-+&*aBvPB!746YjBK%P}`l
z5Y7?WfF+v=8zonN<!%<lNNf%g*6O54x@tN0gIT}FcLfHGQaX*r;wp4w1Gw$aE=#DX
zt-#-8+Fqqvxmh)6n#f=2a#fYDKp~sPX0!SpX069(huNSp>iOKXCCGwEGK@>Or5_&S
zB1tF>%zy?9yAW)QHy8}r%dgdC$;4PLtgOaR+U+4H+yRVWOa}y<o?sWL5Waab;2o?<
zLA&#3XW_#oCBu_AYvSWdQxT~wg~g3|##*vY;%@5O^Ksk&e0tK%JfA*KFGp4C?%`TD
zR9!N1El~9kTXc{1;x5OOvm_rP<}F&b&~uEyzOZ(@F~fup8tDh9n&9!@ZC532>5tU*
z_>ADE$(ypBj?lBFULF+9RBn1NPfl_O%|9&ac)jj?MME&p9EOv)DoR{C-)~H&iQa-s
z#?fhUwUn0D8f!UmN<dFr6bm(WEr<V*S>{jsG<Sg5hUe~fVRTH#Nrd0(p^7ktuC3=j
zO41bRA!&#u<D-EU?#5nTTo8^`fQrKTex7Q>HXpW9E24q9KHM^fpY&qb)HIQ|wz?Pr
zrLGd~W_bJO&)x0h7M-?sfE31`L@EvTGZj9f$40Was>-bI`gck`NGcbr)$3hW<bZ?U
zN@6l<!H;7xB*<2|xgl4E?G1+~San)L>?aPfVt+~9?~Bg7*bU4I>m8x@MLXp3*Jo=0
zJ4Eh$?mZ9{Egpzff>!X|9Yf+oa{seI945V-jSqKtZJ#1Hghq+d^HtlL0rweUOMJUz
z<6*sV(F23&us(KsH@E8zQV{S((GV;~)o)8nf=p%hGv5pc;u*EeZ6~&33zg`#zp)x0
zeV$Evqp*2)R;tlxxjV~Vs6(q<qEZefPOn{K{!_jkp-Gnv-#hw13st6-S<b$ymXzHp
z6;JdaQ79!8Z#Bh3{|&;}K5{35HA6|)3qCd75abc*&gW5P>||@@6_*VnJ(51p(F3m)
zoP{+GC-bE#`ZORN-^~~%dbuWrnwXi|s(d1;<rr`<FK@=r>2KD+0JAL28+cZyskv~B
zZ7V#eS%*CBtL_bFsXGulk3p-{9{95WxEo%qr4MDTT>4`_l{crnCfCOG`o`z&_GBse
zu#wqh(P`FXkyeL-(y<2SYK*>!3Qw6mNQYmKHPR|(S5&5WWB?UnFE?aF2N%VPLW&JT
zxsQ#}7GYQYASUq$q-{y{I*Ci&8%*NO(u^8O!D&+AIw_)CJ6fhXzwbJt=Rw!#Yemv#
z;8i<b+(yjRVV|n6>j$Ii*)XK7VCduX+HqMw87A$tVY;wnkXJ*|vl<G8Xw3Lpyx+04
z-smjxN9n3IgO@^XU@!*Zn4WboQ#w1ZmSIoe#iS!2+`c?@P55Fy?d^2thvjudiywgc
zhGR=en)xTn5BLp`)K7fF6U<1I>j{B9`8>~^`Ym$kar)3=dJ;(E=7QB@N_*^%oZs>{
zkP`Be2V7=MoGy=e?aAEYHD9G4;sz)?2G%)YSNP0C;!#GPG7X$kB~Pk(?)0uYMy~fT
zS9)Wff8cwOX2v>qhFHQ7P)`qTK_Uo+7g+wR0#lE^+4s}4w-wOi9IYId(-L#&p0+I<
zmQ_|Rp#-5=-|F6Fln&{np>zzEn)3M>TFh6OqIq#>I$)$JYgW&A9fa)f2ww*WsC1ct
zZ<pz|d2>$Vj78Pxe-Gk54^5?Rgtnurd#-N<hr`QNtFsq<lwXreDBDkOC`;GWrOLap
zUeiEG-;DDktycWAc6sk!E7FQraeX|)zHl8ar?q$$Ptlve)5Ie2X)5~gsR(}NaLTIZ
zy;t-Z29_zLletxdhA0O0xF6O(e~7~&?Pj5sIe1q-K~gXVDFaVMTs31JG6TSP*ILe?
zepwBh+Za->S*9X<*9t1?7iRrY(Ju_mpp~yUza%$`Nq^Y<kjr<5i=uORazJlIeWAp0
z&hd0&u4bj);(D1<psk0`XnTSS6robg&x3e`LZpnfMm*Yn_^Z!VMj+wP5L$Mv2<SrI
zhO)>Bmrc*E&C>P9gbY@vT58uig}oWx07DAJQKedw%ruGR;=-FExL8Xo#-+GhDFgRN
z@QFpu7lri<^BXW_xWy}C^tt7jS{{X>RUqrC%%pVtSMSNGh7H4}oDUNUd)_FSgHC>2
zWeN+k?xI6CEgSQDhRsFp2Z073>2EOyp#Az#T5QVjLE{L{u8a_HLG{dXdq0DyM-h05
z?rqd6)7pf{#F)CY$K*sZbmyfjHU@7HL)bR3@u7Qnz8Y>sv(ag--VG_O?QCzx&)9j!
zk5Q-5ajiGC(VE%Z)1;1lHVF@WWP14P@FfpeW7jG2B)!}D2QGtsiN(eSx`NtS77d9-
z{mJ^tw1n&)-33<Xy?~&&dAm8iOm(vwUW(51w$7g9DdBTkZBG_Um-kj+<5ZtrQ3u=N
zFpWy;At}X_=Fqw{-;DATmhj9VsHr=xx|XkZH21WluFh1tlp2@F>hY5z+D(^fg&I<7
z)14V$(@LWhNhqN#ddG||lSP8r8*ShHxNtMQCTXOYuD-EgJZoz<J3Fkm+84kNRqzgs
z(lx=}mVrv7uz?R0>tXC@I#X`lA>L$Y2MK5NqtDyrY_z<0Fq+bK;!ksCu5@y5bK(jW
zygt|7#*(66l_WcRpN7>PvI^<q%{fnBhqo)W#;uBEcM7QzwY~j(cU0pGe|!gP&}Js@
zUXiMK?c4fS^B3L4R)PDkHf$Kb*3`~65!@QT|KJSeQWEmru|pMhe{P9|B0IYfsV$Dv
z{-cx5VSoU(a3Y^59u>BHA2sKjuf5bSPVp)Z&?U$V#?0$su0KJED&@B8u!~G~hRw7U
zt#%{k74^R6FHn;Z6*6S1eijVU<y_^I4jLq2aeH~SZB=&%H66w|@4Va%&duw5(E4K9
z$L~;_a}{J3f$#Z=$Nui(0{E1Tm-uHm{>5u|EhZ%Kq*Nz^W>h1*kKP&jQe37c4cd$h
zf&PUz3vElIhy*<L7hiP+hAes9(RP@K+-H$mx^x2&SFE?dU8GQH+Mg4DY%de<%mZt3
zhc|#(EsqPphv*DAAoSMO3$d%`{aFLGKVY|;Qa937%z<>M;=j3TpCvH3K)PW;@0nuZ
zVwezN+4#Jbb9`<oKhjd&oz}Dtc99Ee>2(>L{h_jehB`@Bjk@o-CaD;+??!um&se?+
zdUuJa*mz>4(a1}QFid|Nyh+<-mxRi0xDHRG$-VCvunG_~%06_tYO8o$qBQl!oYbPF
zhVzGe?=&%P$FHfbSEa=*d2GM`h{_U=Sad%znx;RiyTrs@I_g4z{%ZXrigfamFp*J&
zI1v=6&TPFHkrA?RCpZgcW9G#Ttxnn^L_#uexiMKO+x5OTcchffGv-d__Xz5r{b)HL
zrJ~h!Yey~f2pVq_<_`7GmL&}?Sg^x4Oly;J<xoUzg_c1g6~cu-iQbr%>b~wUFp3u@
zVsVoZ<^r85Ynz1VAS0wb)`ca4cAXRQ<BAYklHTg$`(y=rQbRM6Y!!Mo)**nq<JU#+
zXztUsan>D`1-6`!XvY%1x2t6RF<9w^y=YwnMBP~cf2#xjJw<CRI&WGx<)nAw@hnu{
zq|#glwvum~iHdTCg-nwZxI{T>=q*x{#oCHJLA+^wNu>*1ULJfdZ{%V7&>*T0OcpF@
z@cGM=7k;ev&FYrA_vKnnJJUAPFw?Ipm(p+ecVli-cpQTFZ?FX0YaP)edQ^Lg-71zA
zEmKjue66=X$~eqZ^Aj^mU_CRU^TvQN>edaldqr(?NH$&lK7lfyLiD}uJy;{SW8R#m
zrPGoF=MI}Tl<GxN&!P?GaC;w>-?wy;Pv`_|pc5Q7%;8+OCLen|Bd$xzBjP07LvK@g
z`4;VPkZ_v)BCK0xGjD^-YAI}{JlepdepsX~uI#T~rA9@tyNbBX$*yHb2up0nq$av~
z@aKL=NF=?b<6cC|R$}2dimYzQF-)*9H-HWO?zAcbq1f0F%*A7DIo)j##IV8Jya8up
zPBezv!P+3}#}B_89j!puaU=kH!6sC@(Qbk-iX--d>g7Br6wDdTS$-DwBq>{4u8rw4
ze=Ykd%}FO2plTLyKVaT%<crbyg4@1FmEaAi?9F@S>rh5V<nR_~<5Ynm&z^990kLBS
ze}N56x~ZO`Xq3&&wn50U@Smga98pM)Bbi8tQP<y}ptK?1TT&6dB7$fka@-gMHzv&B
zzi0*Odz~x`m-F8o2s<b6zhAn5_5^AeiFQyM52v(UQb9EPo$obb-Psz~XAR2g;+MVg
z7H-|GWd<#4i>n0jzXO*_OxRU#u&VbQY&O1@I`6yBl@7gb`mhhvV%4@n$h*Wh@anGp
z1KgFXTLa4RWgbH@J-wX~b1!LWZAzM(nR(l=;{@AR^9F%&I5CK%`!DaRPC}MM%5uB+
zau6NVE(SLWNtv2LS4AA)<2~ww**+Z0FUqcC-q+Ne4G)*N9J^j!f#jBA9U8&c@)R9u
zzA^(P|4bH_9JxedYkBx#VOOPO!L*I_wRLIr^3Ty@;^j^VcpS`Q4l$YV(;r0GVcgx<
zAYPlPpUjXY9O2HModiJ-4xC(*{s05&EA_Ut6MjhbIN4FX=62iLnX%g(zC^lTAv(rp
zO*`l%MOw3W#7#KGKEZLs;)CI=qnON2^62svYvo47o@t#Y)JYR8L-kvA#ofT#fN=Hk
zT*k(k+)wByPCWc@M&PG(xQxrN`n>Y+L#cDSyFSCv-L-CRBfKH}Cw%S&ZDb5Y@Wuml
z4^gZ7yx~+g_>mq$PPf${%5-PcvvCDyfuVpIR$0L?V`sDdv_r4CbJ?~u_u#yh9m=$W
zkA%YcdxzpH`p!54HP73+!JKw}j@cJ%g4K((E(EiA3wx7mq<~ISA#cd^R&!l05p77P
zaP0cn;4Y8dTO{1B?R8@sfD523JD2%89noR^*d(0mn)l_L#vH|D_^v&8qU+w8f(k?1
zu4lzqgNNhRyzoqQ8-(+a93iO4LZISQ-M1G#4%D`gJC)EFalkRDacJ%uK}-Vye;2Jl
zc<)Ct*JvkOwA5lhj3Ra=c#KrNdz}o|rKj*mLVrJk&Pr>#U7NbDrq{}Cu_JuPJC!2>
z#%DKn&V2Vh&vzj2cP<52bvG#a0u<6eT#tf&6<l_Vk;<zibiElB2W3yk$M|7~1jd~r
ziLk+Lrqo@V%d>HQ-Vq_;7`gW~@`!lTXJro=TGckq+Z}mjdCp2<_j{z7Q{Imqh}kK~
zszhwjJO2)55OvoWJU?z#0n0bD-^`CW$KLsGl1;o3;)q8xA+mkN$}bbVVpVsYxVdcQ
zI+}9T4#(JhK(ezmujTvY=G%bLrncuL9}x`P{mH(|j-=yk2xBvdunSeJCU|N)6l6FQ
z2ck7unM|8jTa*AUgn2@XpaG=RO5~1i<azi?KAt>SGIk1|i?1CsHWr-uClF>>Igu=I
zv^tY0$Se^90R!t*>&Q3Zr8iyH#;(G)WB8=-@?j<`Q1>jPj-Mgfneo42zz3yVESuU9
zb$&A0>#!fgUpqu0Ww4{jmBP1bBZbls<KYP)wfLSw$=xK@?Bj2b0Fk4;jNS0w@$QCp
zQ`_Y<R(U}y>o(|YHvOP`>DX`Tkg0NC+imx)fKF+vT)WE^I)mfXsNLs~G`~4~WAPbH
ze<LwsH*=^?sqbJN8$~ZbakMg{Gk>ao$2*1>v(#?rLhi{i51&u#(F{?=@7eo;{e`&^
zngs+JoSYc!H8yuG)2B7;y=xY(Qeh)3Tiyc+2AI!z&IXvYe7Co7vw7^ZxlxN@d3(!T
zI5-X1W9lT|jaH&SzYTuGbqy2iiK4+x6|d1LhlWw%%O&BPjqHChLGVf$s(CP~^CyPu
zD8a?m_PvbTS{Ucj4brT-)tB2dul7ZkP2hUeE#tJ?{uiWc;3T8K%|VOqJ$R$_3h6XZ
zTHvOSGCj%TY-Y2HvH9XC1h{giJ*!++s_VsZy^(Cyatno2xj)~0kBH=Td3Q~;bIHF0
z-OLHs<FRS%5yEni;gU#qyIra}qFi(!IgMpG88;$$eZz{K6d>m58<$y6<YnI$I@N0C
z;~~+}HR_xS9H?Bp-v1I%*c~hEO&glj1QbS$+_b<pwCym?jVF>Bl46UAVP#w}^NpjR
z_@14K#jxzMLaH!fpHso~?s_Kg>*V+Kt`!oOawe_wDQ%BiV;b`U2#1zi%!W5DM5t%_
z=2-fT_J^xElJN|y@iP(b=cGjLcNhAr=5d%QFSJ`hH^9cFZ)XxD+^fdP?$JLATc4q7
zBp2?o2y4HFv(P74at*oN11kEtuOXauPBFWendyCP^?uP|9fiHg%(3nd=kF!rl@xJ;
z{e!4S&Z+~77?e(^d#0SMHP261pw}kd==eqMh2{5;-Yl?n3l2R5c^qdokO_@4T5+#H
zspXnsQ+~7(sf|ytu{+rlFfJ9!4di&E*SQyE#m;d<R$lp{Q#nC`uqszV0_#8d-FUDb
zo;m!D;XO2YVOR+t79}C3`10d%d+JC<AtuU+uWr<G-LUu(V>>RdD+i_{-Zh}t(Irg4
zWVc$0fVSP>*<>>a!+zfwd|f$#mo219YhBb~B|Wr*K4`cr!L9|1Y-G9F1h&y~Ae&<#
z4`jXSz`S0C>M{>%`jH&xWZvc(DMq13g5B4F#ouuZ3f`{eY)b*T#^BsmS>e|C`O(yy
zLh3dRHmlDh)CaWa*bsJArXo!Du%ZqH=)Dr4Z7ER)1xm2l#ojtH>ThBxAz9>wn2gDq
z3Sz-bX^9iYloZ!r`Gle)58}X-zRMAsg?+YBh4I!!o|qI8!cMHcP>njW2F#b+LiBCg
z|F-Uw+js6Im2Z1szD=qEU-t#*fMY19i3IC<BgBLyZahH(30vZ=!%){*AOwpp4%()H
zpZYcgovIGZw|*J55R6(5A0W=gUWr~lV;LaWSF#8;TgV0&MAxWlwZwl#hmr3ux$ca&
zuOiUUHEiD!L&9bO^o5qtyoE*A1n9Hxd;1BUDiolPsi8oTTFxGzZ<Jj5gM0=PKwtZh
z0{I-FQ4Hik(RdAv*FNo3z<{#~U&n%pDgy)7w0%qUpX=}fGC@{jct%##DuyNoOrF>a
z(*J$E!oAnVP3$<1Jh48cC#aF=M(AzkR*ujjKu8n$7>s-d8$d|TPps<Ku-^f#7*=OV
zC5C*h0E{BZ^G#v)pBMjU?9qU+Q_z%Fursa&G{S{8AIKSZ1I!I2$N<=^2K=guQRIH$
zK7?I2qTH!GF+K20?R5b@b!0hUO8U^BU8y7EfM4|FZ^O}hRR9|;2Uq-pE+Gm0iu*_-
z4r@>Z$YmO|KnpfI2e4boSFxm!4^GE;2jndy<Tt>A^K!ELqrh+g%VBl&E{F#+r3P$S
zUVdG|ClnwbhgWDq(x(bA2vh2O+dt&}=eUOryOF4QEc0MsrV}}~+1}_>8Gwa*uNIh4
z%Sk~(b<7K70Xeu=QS}Lga+>nQ<dFXU^}LBj+EV#67^IL7I|+3O$#~iVlQ^OqFPQF6
z%cOwG<D2qwsTbZxCyFaA@QNzc0bEo)-E4{2Yf$P)xn&jOIeP~0he=7+y{PtKHb@4m
zt*w@^C@MBh8J+c1udmkJjRj2oQ)@B39YsV@J|VZE%m95*#HkX{xvj!-@8AZ^X>9B%
zn$aMahNXqF8!)j+P+41Vjh9z<_)oA)r&tTG>VE<H$e2g3v)s9O!;XP5fgqiA7N<Tp
zp#{t=sIWVP%<r7vii#Rq2oIfg_B>KrPhD2*>MU(2+EunS8$7f==~%4{eDOV)^4oDm
zgpS40{(|7J-(=_re<;^rHdpDovNda*eHiIWpVQ8|)q9Znfd!5KV3YB2=kQ@Wk&}s?
z_4g(t>wi>Lg7x32D)En{LH>*P7?Urx<t2%FCeYD45s*b8(S?~rnVq8L##jBZgz4ic
z<Jq)6`RAHCC`fd$DcE$7YgvA--;^(@-8{W98*v&&$*xFFS{zqiB8p)J;$N2$<6-NB
z%h1$?{fh;#7WHNK8gKshe&h_FtUKFbkZwREYYl9L;!{*rQlQ>|fcOZJ@#wFBy&#F|
z)rQWFT1HO`k|0A~rV;Ovj7Q$V`P3N*^2{1J3{I#{ejfP8&&T(?sj2C+A`Jp$>RuRh
zYB+%~Pl{+FAK&~6Y%p!26qwR7#B2B?W#&wQfakhGfzUclAZ^JjYXb&Xm(W6GD&`!}
zBuq?Hfo4G&8LdJwy+)NPRM9O&(Lc944xkK#PFtx^$ovBpZ_XQNgm#&udP@R(;SMiY
zZo$B&Q(B4l47HwV6F>WciiwHIfG#E^A{H!?`MFR<M6_+QS0aWE-CsD3_7fPW;CrV;
zJoH{&Xow4D50o4%J$v%#qW5_SfeI*cJy{@VvE2utB$&{L2aw9`?@=;8|45jwd*7LD
z*4L+Z=ny3G@#9CD*w<s<##j#|WM%!<#$(XAoHXfVWSZk*5|FX5&<Mzbk^MDM4p7Jg
zAVUS<aWS4zf6hY9h)#?1=E4}AfqdaI+Jqx@4<ZCc0)b9|79SZy7nl8djMc!amlY$J
zE{BDel9H42e0Txi<&AH9d;5Kc_dVogr0qFk%0S<+5=|v~u+$|{MX0@Lfk;Y93`oo~
zRBTY@*7UxET$krUSjMY;$Is~~zrudz%eVK|v#E=}{G{uRj+dT5_ey#oa-m;wet7sx
zvbJ++-FMIW*QavDC7+9m3JP4aM-_o>YQB={&NW=FNfW}h`u={{>Z?z$-+H!WUufyx
zEzIxC1rMrMgjOlOvXytIBliDr#AwG&2a>J8&n)0O_Nvdg>!lhf1}_yC85<u74TZp~
zl#h<W6v|X~$FO@C@p1WtN{Xfhz=1csG=8tq>FkLut!8t76H}L*scm(2?X}TaSn*Od
zwXgZ{JgG`^;}@%!m3gNQ)e}ht!2tzF-&WlqUFu(d&~PNB7fnGYLc_oz#6`vLgc8Um
z>U9EhZe9N&V*eZ*bD<{!1ADNA1YNX;Qd4#)vahmYAAO#dS|PuXjosnYdo0_`a<sOl
z+No)GXNv>d)z$4<?&KT^9y_cXxWoSG)AI|sbZDrn>+8|_#YIBDPmP7g7Qm)&VRMe^
z6hy+Q1A7upbwSa0t+v!1x_Ua&Q&)NSDhcNgMEJc&$Dj0_zj8<1@62=vNmx_VH;~df
zBFiEpDo&A^a;~d#yL{*h%+D=ZnSt9K!1S0)4j;A@w$g5~u{Lq;G{7am!vmz0kRYPV
zk(`&Cd#?WuR=$iiQXk(oJV|QbKL9H1*5ivmu%*graTOOoi#39~^$uCrMpsKF?#3wT
zJMO^;IOiAU?>F~ew|DYh^#+}ga79xSDnhXmM^YjO>!EeYXY>y-Hk1~89iIeOU?u*t
z%L4NC>j7^oPI?N&`}4|5yJI-GkPu1a0cZD%1Klpv0~baNLlq4Tm4x)<R1ZOZes*qd
z!~`LjNdJ;r?`in=r`1WY6StW+^K(bZ@-})!5>(5OP)s<ANU$@B){478C}WJ;<=1_n
zZ+EHd?Z7Xc+dB+i(7(mw{m#_FYi?o87#|lj69&XpkQbUwa)3xlNqK5=3OGk_@pCK>
z0X=zg`lT-aZ0GPxhTg{J=9-3vBV895u1#;-ceY^I;{Kr?{0mld>gph6B@L(-M-><q
zRomWJ-J2D+*lb9!eK`KH!jb`S8+%;`YY=enmDjrD6G`$i>NJW$X;PbuvkLQ;xXf`0
zpvlOPL7o$4yueqVo8v`pq`Ir=Hl8cXy$f4^Ia6DUasp*d^4eQO9&GjEv+4Bo(%8gk
z?i6Ucn5LFSWLD&>u0!PyzB=JV9RmdMdrYNth=?*Gs9n(;1FNv_M}t1X*Rzy<*3i_v
z*O>b@Il92hbb^>6l>0$68wDBkD`tC}ob~&ALi&RcZ)YbgU9fd1CK3WHEFlpPcTTpi
za|@%BnI2l&#SD!73jM5PL8B;O3<L2Sub!i%;^TWl7)P|u^L@GHYAP#)`4~Ew(*7+V
zsbO<g*&@~7Gb4#fc4QcQd<z#9=J|6H#oAJnJE!T3EgnVm;b(!wYq%zLT!Oq7X&}v>
z!p3v7yT?339pBnh2H{_|PcRYojLeN8wB730Rt1!Id|2%}*n}ln?fiL^($3-_Ev(O~
zg8-l0O~G8iPZj#pEW2aXoid%C9PrHZ;38l$vf+vT&>*Gt<)6efl@ds0v3h*$@8D&F
z;X<jF0)+hn3iE0OITd3fNfa<+3e3{pomw?q`%CF>B-Vde$B2Zb{;+MJ5Vfy(TGz)x
zzJ{AA0}EC{$2d5Y&?6=6v0!xqWKy=if#uMVzd-LlJwLM-1@CYBf=WjEao%*0*oW#3
z%?Q1`DQ?mU0r3>o=jt+e*@<q7OyA_)rK`GF!EuM{+85r9ymJT7N=g|>PsPNc;0dmB
zp~4ENlo_PaVSE$VoLCNZR+g#3`>=N+dqqq)765Pz?V(+NpD5<z>q~MuGjOy4%x$^q
z>q{x6X8xvP1UW0yyDu*AKW3Bf3*N@h55-W3`Iq5H)PeJmlh|dk)a#a`UZ#Ewrj))K
zZq{7}t1o(|x_@+xA)p5{$*VpAe&}skSE{gdlAZZITmu!a+faT1Q3sp_i_;ZE)_zya
zG3qMl%%OIajoZ)0!ea&|LM1<Xz_P95v7ym7gB{Oek4%RCW*g~FxQzOG_bj|`p~I`<
zlHV^2dcsN(y5Ah{eCxl08aAXp{l4Wg_>m5ytrNT<Hb?dN^XNgtVL6R9L(oR$4~bgF
zZd7P-W7shAz$hb(w*qbxhWM#Te&KcXVNhXTR>M^jqg%{N1p+PI(6W=0aoHWexGJf}
zkcXj^nV=hst8=(PgC%Z_L`2a@7U0cYOKsGzSIZJl&#bkp_rI=ftUNWfa2Yn=GP5dT
zc=KBS;!csJ&5_CndZ^>vR<WSsq`bt=+8q<T64vnu!3&Ih)t;CDij!AhI^RvBKq{<Z
zXB#wP&NJSgSndbDZbfFD*c7{-mI`FoFbDQKJoUN>$YY84k_MG1{NYcHsODc8xZRjs
z$~oZ*lX%2)<0m=K8&_ef_J3mN`phlNXlN%9{xmP3X~G%McjeNqC@|U=$t~}Qwi0xn
z<uK8@s;ky_>6R%~qEtL0oL}NiCW;^Qvydg4mq9dE=#!a@e+5mcY-Opac1N13Ywl?=
z#^Rdtbyv0)8-DM2b783ZlG$(Xjb~Ee_HM&{88`C0yK{L(W`ok&_)&M7QJ#7h8XZBK
z$6ZrpIiI0<G402$1NZqeA`a-xWGji3rm9aK&PEs_!ilm6i+P&p-8GH%JgoDJa;~%t
zol{{Z1mX-Vvygj{Sf<!PS9;h!ZRzh=FRa?n*|%CYmwh@4Vf=dIhL&Y3ac*`Q_LOT<
z!P{boVFIv<x9n~+-}<$fygBRf<ZXnzadr3c8lTpjPtW`;Nyz2{a;!4l`Ah&g)dyuv
zK8jR|cv^Q%pvq2gS6EPI7P@>!YVvJbVP8YPS4vT3$27wRI<1}^*~gKgPOhSN?ySr*
zSHqoLHyh1m130aYHCUf?qIRc4<gn)<HF-qPUYN9D#UYJ!`IcH+wN0%v!8LQ?AHB^m
zbagyHivMXWYmw-A)-!OT^OCEdh2NJqrap5UKZ(}5ZcR<ks3;Emd(dSRxzXsmpv22h
z<WO{if>uE<tR)&qaT8s`tqgG6!ld}cSy_C<zwsmnPh1{&HJ7J<n4TU%7c>?GKc0EB
zYy6zjP_RRN*;vZ2p(7azuPC>z!b;i?B~J%;erzh(Nu|(u1{|+&GYh;pEyBDg4aqZX
zV(gn63ZXOUeOpGdiT>AHG}a$RMBg&5^TJ+Wx%b}ZzL@fbCWTw&MNoIxVXS(qet32P
z^7WFKl@Duh?b^tB9w8!m#fI~y8HcdxKs#ZjzGWP~Wh4M3$~O?X=umLF9pvnuv4$yw
z0N&UJ&JQ7d;SERHGOz3pW3RO!dSZ8hE63+m(Ld;{u&!W{c|~|@GHO?SEH>JmTxKkf
z+N0?cb&jKNZI);d3)=Rpmgo-}A@3$IF9aD^&a3`|80ayud5D1k%&5N)TCzS=DE!BR
zmaP8{V9}o#=uZsvCkFZx1O17C{=`6kVxT`U(4QFSPYm=Y2Ko~N{a+aaJp?xY90UC-
z{{H|U`wO&{_20Q{_D|Kt|BE+*QZK#G-!=qPI-Gr=kA$c|sh~tgl>j3nd;W|C-1mof
zKLwRKazcH^G8h*LjYbzQDQPAZ1APB#^I&TI(V=Vt(dNjC=hC^NLn?7`mvQbD+s}Qo
zXOx<;0uE`%<8E>9*h&3ffbBgqAdzdljEjv;O*MR}b>6WsQN9r*-dg+mPHC!w+*Xg9
zn|nspnVgiAmNG6rUOO^9Jw84eZw#DEc!a%$?=YiG^c7hKYS)CHQ@M&|3AVDFii)C!
zhN7Zk0@lFr@Zc~#6*WC=GFyI8RaJJ~=dui;l#>{AbrdlP>GW6TpoI-iFwWf<caT>>
zUSE;=rIXlPwyI3W`VVDQbuDF-ELXn&#K2|Ejh9VjagkS5HH8U9CqF(u?vh}X+-j8X
zcbf|TTzbQC&2*4-5?}bU^z-LB5&6aM)CZ;RSE0fEiIoLr@7|ehzoVhR=(If==r;zi
zH!Twu<h0dU&5Yg}ib95_Y*4Gxhy{OiF<L$ow{-hqlpER*pm1?(6)(GR45iI_)!rii
zUGReQ?QNm2*93d!e9Fc~++<D7WcQY-XgxQi0?l^PEH5uF&zyQvGVUhZU`c6ValR6{
zZZ=I28}%9ol%;eujbS7;wIOT>YFiG@`QXK8xNzQnW2hx+39t2aRwG5FU@!LS)6>dL
zHjWpqHD_nT^_rT;ZmtcR)sxbU!voYbrKUSOKX=vZtY0`yHM!XF^3KkwiS~8-xAxIQ
zQ{+h}vZ&@L(%xQ@QN+Z>ib+~QM1X)Vv0OszR0R;k?cl>VB$R(zii$p33mPe6U(GLV
zk1my|BsvkkLc85?7)oDS7^~FLwbJ&w&lL6GCpcvdKGq|TJ+)Z4_45M<E_ZG1Z*ObX
z>9qOo?Okpe7&kH+^1bPXw#t5u)BJ^cJ@unu_&mc_&J^+tlioZU1l?&BR+x(ze-XZY
zSD_iAroF@>>zKfrmUOYrNPMaA&bF@yoDR{6`gn`U;cAy86jVGSJR*bEG<Rbr8K;sw
zyRqed>p}0q!B=8E9i6_9<RL2tEow0IZaRkXMz5>o1FWKH4ME~x<#75I#$mS`!V_@@
zx?Re5#e@<%o4!65nUeY%a&rBW^ZdZ?B;vC%LT#_h+F<l)N#a3YaF%Uuc>UVA**5ZN
z<YmLk;!6VoX%9K8K9E5?jRt$`pOH}6>J8aWdnx_j=2d<cZIm>(MH!OHz3E6{sZxB|
z`92XDZKguGg1p=QRNnvKOo`P$*<Mw>7)|mJHH4tZaS-;#k=f5@-ayKWk)OD|OV<9I
zdW<OddkQ`iO8sJ0gC9Dy$?hMI>_34X-lXKM6%U?89+%CVn7?}$g;JX}Mr13>M_}i%
zpD_yT&mhm^;t(=}&NN{Y;^6*Bol?mmsTthILW%ENF?@E(LG$6wC4*OJE|cQ;cy>Pb
z82ooVBX`UEZ32wSl5W`q$L{gB5$1@d{V})Cy|@{+ZDgf|snWP0wd^%nqn2jA4f72h
zG)22}dVa)mR`%y#@4Lf<W6{D;!bx*RK(I@)&!t>_zSgHWLe?aT{f>Pu-(F5;7l%Mo
zpuzp}==y;2F1`u#{9PhhOIx#xG>x8vhRA;Hy5gm15XO12O1XUV0fJAuQt!Y~_mQKV
za>cfMl!CwAP!c~+mq`Ck>o<HOS4kVqkZT1gLF26&Lq5}_;(?1y4Nj&B8QCEnMb1FV
z3K6Fnj=6f9Z$WlRyY_}F#=L?HebMlvGLto9#(_>e-zLW=!bY5oGET9ud0L`ZFsNmY
zVtYwki$vxb%W3W+ZmNzvxk3Cy2x6fb-W8}*puG&_s-$C7q9M@>|J;Xc70iU0bl&y<
zvG>+tbv8@BXmEFe2X}XO*Weo5-5r7lcb8y6gIjQSC%AiX2<~<kB;Ve9X3u?|Ju~;5
z=iED4|Gev!?yjz?u9oVqA9i`{4ctcEO{`k!>SbE<Rhn|KT*}w}$;nv7$$a?TWD{^H
zdmDDK8C13rSL+!*W1t@cdt~qXDGVChxZ8MK7Us`sJx;W_9^dyaC+=P#r4Ap`e+#3d
zG7M*#*^3OdN>5qUOJ+G(h<u;E^3~~M>OOt3;!ZdFxZr0wbd_@LYInE|U;G(BPgK%z
zP&|!tDFo|FNE%^=d@hXR8~ms>BHFD2I}#$ytX$+>i0X?qOE^=ib-mUIAyabwq)k@o
zT&jsu2BMlB`o+BgO4JCM^GCsZt<ML^PfQ$--CvzY+j;XxS@p<fcJ77?=5%28;_yBS
zT0>FhG$pYgv-EhKy7%yTOBP6sVr#U#LzOR+%Xd1v=}en7%TEiHF0g>6n|2F>ey9Io
zk&APC&^RN!qAGb>dWXwp6<UY=qWOxG)ARA}62Xj{`jqQ&VnYaFXy^bh05+PR1(8Hq
zG_D9anB6mpFf@=byC3}Y!rc}#7!I4&a;d^@vsa9j7dhae9!ZSV^5$I`8hXQuW;Q2f
z;GofR(8J!|R~V;pCf>5TG`kkN$P_#MD6P1HQ<NbB1|>A%C-_+2L}6eW*sCRmqkx3n
z4xPgdCEmg_J;R=KQf%i8YtFKLPC-^#Lz4A~Qu<MB&C|n@GI#_!Lyqh*I!BeA<E&tZ
z<OzX>b)y`{lCowU#?N<wKR;RQYV4^x?&U=B-eKs+g^WO!*Gp)7!3O2cek&iJHqY5J
zH_UB9WWW=0C=53ZF|~#fCsz%%=t<bnuyadevzc!;8cHl(thJtW^<3OUUc_bNvtDd;
zI!L5hK%IP3NSV69+bMJ5v&3U3@c8gGEv-uP8f>~_In6Efiz}=lPAMY-nX>$<-13ij
z1bbbzBn0ebDpA7gtsg(Ox6x5Uttrz?(ky2&mmfrgOCe2W$~mj_F$q5OYR4*W(x-Ku
z0ri4)>PZW+g<5Z<I^%M}KL$Q6w0^vge8-i+&mBTX_oI(2qy1pf#WIOkB#UW0Jxxh`
zjyy!neR7P$g=nLMF<5Of^zl&VT`Ecl`3OJP+M0@4aBz_ETI#q@I+x4Og>M$uKbJk6
zj|C1B%3E&Ae3M*`SH8jQtV!3{-aFU8=Wj&%=SOjWX;8wsL}iKG$2cyHQc{Q$F<Or7
zL1N|nkY<#F61pKlf}<=kVob(6&hWJ)SFI#`ASjfPMFAf#6{drmPK@`RoRTJGCQS6Y
z(hQs{byyVGl$5=Y^Z7*De8D6HDr3I8f6@CNqGCp9L7+howcwlR6W9uYl`@=AJfLIW
zc_!F)F&+Eo=H>wP&WN3(^S(On!=vH-G<&^%qJ6~TNOX5Fkp5lKvF2Wi^KcafDJ<bR
zIoO_WU<4E*!gpe@#o)d-H|G8tkKJ}{t;4@f>;dRhCs^og1jY?6$QFE*>kYo(o1>r-
zdgatIxTFtq+zE!EO8ai1(xH{wf$o-&{lb8{C!QpSq{6wyNoAXL9de$NYw=ovvPo4W
zDfxVh4*xN}zef=i<=@-Q;fY(6tHcY-@=?_2?UlIs0d_N(zx9xwNB0U|hjoQI^G$<{
z;p9N<VBk8G&?G5lbZv;aY^dozCNaoI0lF!Kcboth{baC7h8MV9H^ME@>BS_w=k5uC
zW8_8fRZt-XZzMrTVHlqj&U0XJm6}<~R(a|(5vE;paQ$MpAc9}EEhH*vM~q1%4v+iA
z{7%M4_|u2;v9`4yh6wb?cjsQc**h5?Xm%Imu27`epxz15eGpYe#TbmlIo1n?7M#49
zMPG?*-&VPgF*{9V^4ZYFnn@Aih(MPX6(z%q73g1m&HPSH9S>Ict}1Y>>#Dqsgie3H
z?~zd{t_P%7r9`Qc!;gl8`x<>wW3htuXhKZ8-$c$5v8jfUI;9lRd$d-RbW2-dlH)t+
z@W<$BrJ8g^xIJkoJa)*Tc-kq>JL-1m8H2t^JT9+??hq6@!YA_6SkFDSM|o}U(;gJE
zNWAN0KDzoSTn^~DK@GWQ+y)?0N&R5)Ze!W*vR0rJVR7Aa<E1MZ&*^4PfCi=!X$YOu
zg#=UYI{5j%0lST#u;T~*oTSa^c4pN5RTZ(k^={vyd>zJ4qisk>BX*WV+ih#=t0Md3
zkAWoqx8wq6pU|^t@Nt0zmquf?5Y|)@J=B5rqpO7S*~E)EzsVaIrQRXtzexruNl^D0
zD5Dw?^metig~Fx0+(02vxxjC1+R;OA0~xF0tgH*0`qWo=CJxl3e7bwUMg?4bP-#9*
zdFZLv+<hUf>VYui*S?#lm}b|N?}9zV58U?#!KH#da8dR9J4I{3qaQ;BpjgrAUPl)x
zOwSRnkC(HnH|lF7%}<Rud=A^Nqi<txM0Axxzn^xWqJ$zbVui0^d<zy50y#ZOODtPi
z@lqEd04GTtd}3EoBC2ZGbqfgzI#eF?BGetU$E_=(&1g{$D^bTq$zo(p4j~LQW#V3|
zW%2h%<_TvIIMx{XWIr^x3|;7l>d2iTd44$0hV<-zgR(IeT=(>l`1VFXJKmptX9N&6
z!LP1@muADS2Kpdo=6;1(Jy(qh*32sb)FK~5zf?N-0jgva+PQmYhfz#y)A0+fOafni
z3nyFel$2Koj1@2GKr-?Hs?n;VxVG%AA}XwBh15mtx`4HeEd6)-I+BOZ2$#DHGx>uE
zHcwPRAkfkDdzcNY?%VU7Ro-&%Y(wDkmIwp(^`(ZoQ7A&Ni|sU%Rdy;*T|!}IG(xD|
z((uoPE{y%Up5W+o=!9<vQ6=)vH}l0g#Tav<8j?mvEN2Fd`;7DEyS2-jhN_;r54CZ}
z2F^L$T*LeD!_Y3TMr|_Gi?A0Ql8%#xaS<>DMz{sZ2gr+Zi5G{+p`8#@2g3Pc2b2id
z1JaOP@?yl{fZ00ohezAaM?b*;qExT+grToKulWNGIDEVr7XzH%I3)uFF?c#ipaK9v
z&YNUvwKyLwTw=5Fig})HCFyuwPS5Iip99V`00LjTtbV-a*$8TTJYfrYPPn;WJ$>8F
zCoPXKz`=eF5%7TJg?)TVv$78WhKg<X@V*7xI3KfFs`uKw`*tu}rri>H$CprVzcr|X
zR9`Zbsrdw|dUGnaxzU9{r*+4Vjc>)jE6*&faTbDpws=N6K_4<E*D-Ce(0VXCE?jd8
zQ-f66y=6+3mtsnW6%q}em0&u-C;gC#&gX7-zAe)h+_shFLg*!e2<dY?eskO^Hkr3P
zVOxVq^MnJ}>O8`%su60DNcu%NiP!b{5x@hF<7F6h+GYn__cj{JP3xq4O>0L(jkoGD
ziJ#piMe~!K3_ItDbDCF<qZit?^rBK!^;C?vRXR4-5FikK>hRVLpj29|(ttzN6VlK4
zA@Ka@88p{exN2+!pOFHtyQ*OxB;pMfM_)qr39d5F54LXd{dR0-#Yk9N8x;c%#ZJVJ
zl%8$U!wM8?I;lI4>DzLe-QX`&U9GL#Q%6onA`S(N%0SZSi;gsm#KAlX9t3(-lYEr6
zpc1-Ufvxr}m^|vn8s#+eCK%Ko^b5&}?7>r5*c>Y@(TcP$!q_=7DW`8*8|{WHN;=SD
z5-_M&qkk|9&CykX4Y@w_#biKRfF0o-_5!M1=e5TmOEh7=W>W4Bn0)ue;dQ(Pi->ds
zt;872m*BnmV~Sbx&}4h9*bH=Gq{-@4#j<HshOI_o9=c${e3P~U&0-4uK_>}!ZA202
zF)!H$6~*rOgV>8^{Lti##|-<@{9uY%l07#8R0f`Vo-GX-B*ikRiE}@4efKMm!EdSm
zQo)W*!P|V>qu%MvJXW@I=ApZYyv6X4a@{^)Qt(i6!a*nMPW(QE;M8jN;y#3&0b@lV
z0M_Yt#0mkUjuUvQyhF?i27*b%LCy+>U$5Txc_RX=R`DbHjff*;rZNO5xqiDJNf0Rc
z7onRHPJDhO5HxBIVt%A|ohH*jK%p2Fx&s72|4Nay!5*j28=GxC=oNYtA%JX=^{R`y
z0atxi?pR>}MIjaH%KCsS12(P%Ay8<t@LUNc1K^qr7eyTNMnsy>QY9f7a2*a5iv?7K
z6p6K1QW|hI?jn)^5EKWQrc6T0kAzaa9zzVMi$uUk5i&|vaLD|LI5L!6H*u%2atPqs
zZRtw<&&5Lt<21ePmX&D6QAsER{YkD*^*pAyx9?x=tSD@<t6nLC?;DJhY9&rBChJ2e
zI+n~50APg>{|3c4ponoMV>ki;!x5uhB`*Lqx(HVnf&|nAlsE&K2f!m9gBe6W09%1V
z3WWb8{|DC9YjsyOtEtOaa6O}&j^~)b{ngq58U@QkRSVGGH1MHONV#7!@F84aR&y2w
zD6!C3s1-na0ozEJ02fSm6-$5^Sm6@Wk+OnEzgO$0y%DJ~t2hh?C~;uM+eLu(%J>_Z
z04_`yC365JvBIL}`gaEAPm%wxG1it0$zqYS*Bb0Jt~$)1XHUq7Fke=uz)`9%Y)(@v
z5uM6FRC<p#Eg9X#1ZnXo`?fD+-oBPH5Ap$H7|iC#?2>7N9qIX7gaEKS%FS$fm}z<k
zAr!GMzh8KAK&m<zlp4U)vyQ~}NXkepY9AP(N#HktI<v8;By9Ie7GtNmkklE^hytVe
zro&ZJg&J`5BvfN()My*WfW}JcdRWQ038<(DxH(<c{+JnF5N{`}Xect5v^F-@p1(K~
zD@{@-_Wgl8$8Mw{K}|$dP*Gy|(cZ$?idYv(O;ss2Gd(6I;RD78tCnE^NlEQC4rd1H
zn3yRX4VYAMfb~lvps@DPa5ZOATz+FC6Y9F(r7{cg4EGNYt0gX_s$&D_PYm(Hd`7^D
zdWZ2J?G}1j{(f00XJKRbI~Fwa3y{RW-z~)a8%$Ny%+k@w9-mIsQqR#y*vP=f&<LNG
z7uvzm-bl|1+7+nhvy}}_UyM)NSb6eL!4?Eufl1>I343?a<en`<Y<n#vaXSGdYAT~q
zbfWP1I9SmA@wJkR>gD0+VQ4OOcR*$FhLWt4Q;RCg>g?*w@j)%_g8P})QJ>tZ*0gt#
zchOj;x9#OtP@|Rctqq2G-&l|oF1!Pi<KrP}-d<ma@>)yT$H$<6+Xs?lp~bOuY}U3G
zPg*)_Pd>0?Q5CBLld~~5d#@rbK4t?L9R5xB<D#L(n_;V?MmN*W@4icowXI)us)EjK
z%6`(8uPi@5?B}<7bPbj{o!+jn9BD$};(TO+&A~IwJ6~OP{`iPzv-vaKfW~VgM+p0H
zoRe>VGRJDtB^%FUtk~nY3&XRguJX7MF@R-fRcpDq(fj<mc*n+OWu>K|rLoP!A!T=d
z)ok9B?eaV4N&fyS-F{@=?EoG+qPras(|*|OrT1*p!Tr5U8!zAU&FQB42#m`}U#pwP
zb=Pf=%MRX3OCwkDveNO&D*N@}<Cv<;Gkfuqf{v$FTfMkRbKgD<@IDW)d;QYrXRY*s
zLPE@@yOP!$2AciUvM0#P&$r+fpo!`ZcO^}B=A^R(y4L26wP9q;Y+knZ#QkH;vvuEW
zgit!w`1jUCJY#};zg3ri+)XQU_<TLZMr1ML|K`pMd2cChzuzSCP!1f%Kod{R77f#f
zK`#_zFGrI4)R~d4jiXphTm9I}gH(TMy6O00sLsR|xczu+Kj^cVSE=~kiba!`r6*Td
zVSZiIm2)I<>pG^+61kG*=V@}p3ES)K63L5ZMR)6qp#(2^Pmdo7PuslZpLvVZvzH!o
zqdesfXK&~0?$Vk*JSLPv;GbuOI`0Ha;~G46-!_hh7}LpS39`{%mNxS;f&g#sL;>ak
zAoT=GZ3Ar*$<y$|_Hvo5QB-N|9@T5AnP?R=CO`)w)AWLSL{_qvv_)+mr`Ls}MJ}1q
z^ARLF--C@LiuL7+4CTxZC!5lW@0N@2@2L*^0KuI3rfs~6j?2sU@qTKzH1R$x2OZS$
zt$IEuJ1pUwbQj)N&L!52nY-NYKb<wsCFL&a<LwyZoUoDGPs;Md9^=&3J8YN04|{Jd
ze8ud|tzKbUMm?hDTqo0J{epdj$`M5d`JShPo`s!=+y8Sw_NBiXTU4z{^PzxXfos2o
zLvRn{T$!MUJxR7}I^5@0?9`M^iTmkU!()f3hPAJi3V6|PZv}odj<VGk$hnlomEP~8
zB~5J7>S@iw%dkay$_Jx(?`Kb+EG@CJH_BC`8M|PK!Rwv1H-5D@FzuBeb_$%L4WF~Z
z+Xu_oEDZE|Bdf|5tRRP(F)?s&dHMcx2eV*;f*gMFqZYDz{hh_rvwUY%L*fb1li@5=
z{kSYn%bUs|f0zK$*1%c@*h6@el>j8Z4hE=?o6OEEmEuetsLiru+sy4OQMzD)iD1Ho
zc3$MJt=AFQVh?JlDM$!`%$FmujHBk3+u39@3jN%ylS=}hH#!1=Fd|{pv|A_<^V(0s
z->(!DUr#R80J#tdVpGV8e_L5K3e66_QRpWVBo^I<oc)o!j*snp*c?%b*-9BCKX&68
z2nh8#Z&=G=8YIfFTAcTk=EczFkT*J*(ZNb~ZA9C>1S24Km%ve@V<Pm#{g}TnUybp6
zQPMzjX&E2^W6`ES0$*#^B$pC^9BfMnDZ~A<P#l_GVoY4h>4auR_lmr*2+5AF@4aVs
zG}b4JrHTTPM;}Whn}rEzxpxY=f@?-rRB4@ai!j7TL)4&z*LPDfHk6XKJkC?sQX)_R
zme%`dp$hm#<begiQD0nF))*-B-{Kl9eR9qw<E=?1{K6&TZ@PLNk+~kdC*fO|fw3Ye
zYw0u%P1OEI(&!t1*w<d6X;2XVI!g0cgNMA-tWqny{%F>VAF8F$Rs}k+XT{!OsT=#q
zF-IaaWbrOev4V*(T9emIzJLf-M`wH--D|1piY14}v06QX!I<q0x)Z|rUF7nOY5B&u
zO}KOdvE;Nr0(Uq)8Lk|GnpV2KBAlL5pS?Y6$k9T3il7O+65l1z)FWO2MMpc2Fk$YI
z$bW5&5v!{BsjGZEz$qkFA<`Q@Ndg-WsVbnjO&o}1@LeC-4)rluaZO%08=+e=_SPA`
z$=0A^(6_w`q{6~4i{)w(b5?flgd{|&h-*GrPK%Y10#XoOZoXo-PZ4vMET#hryw>o_
zYOyk-BhioC{jKq#ArjXh?8q*cuE-&=@1??bIkmS9b)sIJ=g@BIKHTL|9&+wHDqaY-
zEpw9@Q(JQp?0G4~n@&U@?9=-LF+BX_P-XPkU@&5aa4JH{HF_g_l>-U3u&G)jMN-As
zJrD%^EkEfp8s&Q!OT$|x?wTI`JRVN6@GG>wdkWu&3OVINdwPzi`w3i<LY#X6k8pTb
z$g1W45tGtCWPun12x|Qz{Cx*)7fr<hSWU@IW9;CpzuKhUp<h5uexJomFeVmh<w=9-
z$#-#b2<qMz5#o3z_b}^7F~KA>R?H}?cO!d8NE?N**JXqRMdTw>Fy{kKp2xzpB&HeU
zA?#-jWtpDJ`0<9eD@=O!qD1e`&ZpL^xq|AY^`FR9)|y3x-o51sl>ys;@>!-=jTJTG
z7JK*(k1Vve0Tv78(-@%IACJLZ8mS@o{><>xCt!c_l*T3_(NhdnM3i9oa*9@F@Kc75
z_@6F(nei)()I{ZU5kqu!Dd$x?J1ND_<aAUbDOGkMt$`yc$q<B9iK)T-#&L|}%i#lq
zxZ=K`GpO}jsDgbtrgN3dBSvs@!pMk&$m1tSP*AVHeT!nYpM_PeCk>8_u3cv&C5@Sp
z$XU4F(C-GE7a0FmP5q!8O5y0K{w{$O)*_cnieEZ`dgMl%DHVY%VMuW)N3BdD%v%1D
z7?-?JBs7(vP<V=lJy%UatU~=;QuOB~6_$ZMP+$IjM;J&!ynLXrj8n)ql80pS>SAjd
z81V_3FP>delAQ;{MiOCUB3Q+O{DG*Ha0gH+;9(;u`*Gd0?OFU6dm!T`Dqr=0B=qSt
zV#i~xqnFQXcH<S(?HRhAI*KKMvP>DJk%J6N>Sg6AxZlqdR_>n`LB%pdgV?xA688ZC
z*`1c~HLI+aM-K*5n?@;6$S_q&_UzwsV&fT~RnQeGwzWKFVd*a@X+Bda`!B|s`?MR}
z=SDM6IDgp+z_m>T^-!ph%1SHp0nWCUx`ofQNd^-QFqivagL!M}b|s!d#Dtcf6^0mb
zwa@|q9UD)&hx)*@)HI*Qwb|f1BZ63+!L5nYf~pR3NljHHdHN{)@mpiu71jU;CL39e
zDg_+M3e5~NIVV!Dtioa<w1t|IB!V2|@Lgg(|4LLy*m_<TEY#MzvMeD;Od$Mm<c#7^
zB5#cDH;B(Dv=F+6Cg3r#(5+4-aI&5#<Cr~lxRZ=htO9`oHs!_OHE0$op)A1JdXo0U
z=|Wx5)m?Anju!{PDQw2n;w_LP&RDgYx?+ck5*Jo<@Pj-+=v29jbKZ{mHq&0BoZ4%g
z9!hY`LvBYd#Y2WYeld(kmai*=7On{xL#_f1GP{mv@dpJ#uEG!|&mb|BZ%%ct$h`rj
z$z_|0EU+sBuk2Jfy%46u5OcLbG+&K}DB$6C<_pG8oMy^pgl^uzOxM>x-}hzJj}9$R
zXh(ZnwXk{`x<fh(PM9NxX8*l#srK<faFkT$1DSeuti-7}!Il)d5R@;$JmFp}tkE@c
z8o0_x49)veM?B$OC<5V+OW~U0%t+@NQ#+*ZQsQZdAlq58K$NuIla=@^VUXeTY2={8
zH<0)G9w;ACzY<Sh3WtE7TjhpNasJenFU5^fJn+@uCr=3@!XZ71CI=RiMJ4$8$*U)v
zK!ZQGIDEF`E!{R@VUu`6MO8u{iGf`#NQgkYL@qm(pzuS!yaH(r(I(ibxDb__jJ6iR
zCqKUe$1~m!>4fB8-++@V@~h-TPd^QdtBD+~_aPPv$qT0)0ByxULDav6bO+xv4)3O%
z0}b~V5O1u6ighsLc7N7KA>KviVh}$Qj{r~O$MGY)j^q{vQYay?c5)m?LF4|})9{`d
zskhl#8UN0!i;2=Ljg~i<3z`u<>sVFXNQw3&Qba3_TMBJmY50=|)Uxza8B2^l(lCm*
zHtso@)pgo+9mXMR!EI$)dMwU;I*&|WT{lp10G~Jy?RP*t*rYj-*qIKg9##KJutHF6
zu<G`*lq|K<I@n&xu|4)SlCh6U^jG|e&xGI5!kT%RFt~WaSw?*)1f;g4TO)o5?_tN%
z;DoD#P0P&*Po|oO%*ooVA&J`MT8J@Z5~+l-lb~IGKISsd*<y%&au&8qq(8JO0hOxl
zDJCB|d|tGbD-F5Y)3=(DrzYYDlFX}*0T={AyK)OmhJ`fBu+z=GkS|p&(kd5J(!KPW
z#1t5h77W@IqI&UFm=tl=U=iNzgNM-%U0!q!#&=QBlRWPguA9Do<r=G$Z306f?lZ4C
z(U<QUp!;+U&bUA*6wm3O4}EVwS4y;W1+V&cadASx)C~08T2mn`^MD}$QLpkcS^t1t
zN5EI%ZsFbZ@;K8ofsSC9W{(CAp&=6*D`Ie3&z`hG%VmINKbVK5T>|Q&!;UM*OdZBo
zzi!;(%(Ft?9^5^m0$HQNJ#6eO_tVS<?enIG+nv1SSdESDdI&E;Vr|c8(;(A<U@muL
z9!8!C2;e2>%#y8>wBZ08SP*C+BMiBsK(hI03!Sg?@;YlL;RK^_?9vmG>GK1g^B<q<
z>Xa%S5epB~-|e)V&x|c{k))&D^0l};usX1ZTS>-*vO>lye#_zDig*&>9!t})#8l36
z?e?f{o1%HPm_HU$*HAgyB^e2y#wnwmjMvzhZ2aW4t>E@;(tX`6k?WCruQlo>*4*SN
zdtgZY@#!Z7iO8yMTb1A!<ZBfw3Khp16RU)ln82X3aD0JO>w9}~!|=Y~(u|huuH{>s
z!LOcB6!E%1L!W$%;BxhojMty?nv*TT**;a@*C%uElB7(V)e*!n--7w`As4L)cgsnf
z!wG_878=5)LI$uWD;!S6&|y=PC}*y*Box67CH15a_L=)*L>roqmlY&0@Rm$TOAoKe
ze}SUYdC&$s5uwHIL7G6u@w!4%RODQ0oMR7+v&GdJ?Z*PC4fxO~21Mu5AG56btY~-`
zc8F6-c+;tsxo}J8brJaxO?WZ`%8(*#+4Gb%AaL5sz9`w(55v}dMrJZp7sQ3b75yoM
z)Ky|h4Jv;W;n~LdM!JjckU!7*1jRhaL9(ij1oR}}yW7zog5eu6UdP<~Lk(p7L*g*`
zMC1KRZ=be<g#<!Qa3qZo*x9@KD>~!NIH@A%OzXp$p7lc(=eo!f`P0}+CT(hb72IHk
zh8`abIi=H90~WEPS%$Xfz1<;|MNXWrM?K;Xa`LU6J$rjLR=e_yW<k|^z&u;@`w%}*
zK0C8`;b3Ku#<8Ndd^-Xher!7!iyu%S;|Qhn%8=IZao`3j8xqfly47a;g0qc6q+xK_
z>KGb8wkOPtOPgM+u|Cd_(jApSeev{#BW(N|MHNsVsef*eMm0rczF0vic{ME+N^K~K
z^K(!St-D*NzuCc&t6w+FEP;^pP_l@|+^}at2O)+G@^h9BEpN}QK6QrZ+dv!;0j({c
zA|3h<)Jv;X=#d+?!`|2Lc1OPrP2My!yPdN`dMi5H5{gGXiag}OHg`(_Przb}Lgz$c
z8k%>yGZkyDi_?hi3Djy^Bb;>|zNu^t@2r^3fMd$!Pmu_vzj40%gqm>f#48zRbzDzV
z6~rc&@I_Pfkzg}~874z(BU;t*rX*NYyc1R}D^~gxccbB~-%>Gr6>PxT&Juqe-V7Ac
zm?SrQmW}5Q7h<G@S!!7^PA^nKR1%`TQyAzRGkS`VyxK=@&@AtV>IwN9`NCKaoQa<X
zhfv(`Rv4IOJA)9V2*y~boyn9G^`E8N+AW~4K3I!i)HVt*f+=?lIS$@iI^~y}UNU4E
zqGA|+YcuL1M9WpZW+&c_-vH&CYxN}so~2KD%J(8e>1Ui>R{VyR;UW%vMUoKipjusk
zi}<4`%RhB)ni>&PE7D&rP;6bPG1ZZtbKhn7R01J7P`<g3;7A*b7zR?E;1oe*IvfI<
z+_YUGrFfv2X{Z=6&xfC4lfeXWFMfW%nNzt15FiU0RiX6SrKY%HgoRynmzI%0##MuR
zzOxS%=;^GXwSQbgXOjD7vJnGq5*JTLbBvz*mavb0(m%&Sd@#c?gxO0tR^GufWM9Fz
zu!d?yfed^QWXTSLauUZ3$z3uJti5u4ccal<K2JbNuuLI^@@;U@gs!V3X$zm0=B4QB
z*p2c`sbF5VvfH5f{jMrBk@3{f5{SW@%D&jQfl&L#f`yp7W6(K>D0^VqNS-Mm7MLL9
z`yKSachej{@r>SnL6sI9#Ap}POZM$+9pDZvGVmn_3sse%Bc}>48<q1`!N|$tSGoT{
zE=}UH%%Z0UY%nye%eLp<52`hhgp);mnYXmt&l>}}<Lm!M|9h>Cqb-fVqC-5>2Wez9
zMBg~%w=0n_rzjw6#2><w1@X6Ke)eB$YQ*X%Xi~*eVyeP-JJE0HAsVyjvRY{Z;(Ws{
zNQ9+%L5k3liZr@j!irHF6h0)p*+c3#EXF<|P$<YZU8FgoPp~upRy_?DOVQ3nuAQ$)
zdhU3Mi#}%5QYKg7gY#3CyVoPx_D8phJ?=XY2XZ@&yiM-v&qG%Irn3!nDH@Algp)*P
zVo-*O92=K4nYWB#2JI%I<>QkWLYrHy`WZ<K!ND$`5gQ=}{LPy+&^VFBOh*8zzs$%R
z0FJqWhh%g)fWR@+VVa3Xj;uIjBYml?m$b7A@meT|K7m?{AD`Vy8`tmgZXA+h_O&VE
zCuwb3ZIw$-xk;N#^r0zmiHAlc4J!aPfqeEa{N5q|HP1^8U%reTp{ENabc%5<qSA2J
z&mxEN8+)CAAaII^lma%v+_9??3^zE_4_R3y33H=M*a3GU)b_Ig^gNZ=iYoV5dDd)H
zB{0B9Pcb)9&XwZZ5?qhILz*7JH~X<EK;DMbEIB0WX$_?kOtBiZn(8uygU#sPBSN_u
zbn@X~f-d$1HQkepKdJOom`Mn0*!e+(Q??!h6Ack41txoP0u-32K*<9d*1MKzEFB)W
zh!JW=B#cukI<k2rjPa~wFyiArDAXjTAQ2sgKW{g(gP+~hClq3Ee28q_k?1WoL^VzP
z;L5{5Xe5g1=(h|v&bfo6XE&Fi9x7zHVu7MMZQzVgOD&Ic9JraXiFV>pErw|bGx2r<
z9PYXj46P0<#-1h|o7t`!MyZm?gRQ-mX1G?%I5z|md!zv6t<Ck?YNa5OkCBW_qVK-j
z;$V+$3Cfc+Zv5x421R(^_iPgKva%n6h%U45P@q;iSx0#m;({NreK#x{PHEp{e~Caf
zc{6STPM_czT+`@$!=EuQA5t$o5J#)^V8Y34goYOB(I+w-px&Gr78(vl9J4VlKnUE+
z2_5jYH9Yl;CNb(%f!*M4d^-Y1(jsIL4&z|{s$RsQXvT(?L~Qq0ab2REFdm0GO@1Qq
zbp|NQwQo641^6{2zPq^&_l}W@zJL*+Tvo&-tBscxo``)k1{*_?v<C5qYIKND#6Bv!
z1NMsHp7Qc;q(Ph(WHPqNtLF)jj}pKP6mr2npU8nhSfFxS=;%jhbzz^Rt6_G<Iz}oA
z@xU}xmT)E)jKkx}*!i_H1R+Wp=+uSG6Uw{Ie#i;_pvzP=-^pEg*M#g+;!w5m#9zfy
zB~KjfiijI#kMx;dC&G{%_9r%Mn^ZE{wvru^vVXP%HWhE+eQKs|Z38Mr_3~-Cq{Ngc
zuPo(Rc#<8r+Ms+&8&a*rh&4-~3e6L#n&z>gLr{mDpwLmX#HE~ge`XP~a1?{S=EX(Z
zqj&w}=Z*hhnf`U{{dJk1gN5bqfsHu+VVV9Hew>`1i4i`XoSwarwIe<w<4fct1$;UM
zBL^ENdjlf}d?x1KaC1U7){cO0UY`6$jg~PoG}9BbafSZy@_-%iAqxkK*2~hqk+tDV
z*}u~M<ra{$w=qyOa>V}tC{9=upH9ih)e)ag!U{lu;P0!@@2dp9);~hk;lJ#^7jodh
zXQY3rfC4n&hJgW}k>llzGJsmZ9sbK!eFZ?-05=1G(AN}7N`UGxvHbQzC@HbyGqAj-
z2b8VE$P9S(dYl>h<&G7fiS>820C)6&y#G4tti+1X{<r@e_zY}+%a8GegkR+XvS7w%
zeT@+Hk{uhMq`!^{C^0bOGjRO6dm&FvR^Qyn;1`7wRsa&1Sbj&AlCT00#qf)$7e=tK
zK{K)Z&L40GAei|#`4UzDW;3$??T&>J@a{J=0PmOpbp56hkd6gV!mA9S0eJ%Sf|332
zc`^Xf{T4ak9Wx-^-|hgsWB5B|EC5b2|Bc80DB>3){u1$DXCzquV&%UA$n)>diAw<V
z%-+`K#aRUHXzv8j&c7d;_$_8SMHxK@3xLRe*HX~T(Lv70UdYDE*2elpk=X%i@XuZ+
z=zsJ&9erm2dh_N@XV#^x6*ONkzh1i!5C}Ld2EFe85B@ZRgV*=J0s0RN!>eds<i*HD
z|F?Gfs%8Hq#J@E7UlAfJ0KoDuoJl4?E2aC-Nb$GM{g<S;EE7eoj0s_j{I)<@+uaoj
z*cX(O`Uch$9!UgD1Ps&-1yLjd9~wM{zf*rAPD;1S?=2PD;d}+zI!J}C6FS@YC#1|p
zBlKyfAfd5_os31r9Tzl*;{2k~uRGU{`<XvehFg9h`@aDK28Be#=lA(He^L=|ewu4~
zKVF9QY%KZNG@tesmo=JudwcU{W_nDy{7T^K0M=TK6;nE^<+5y5x9mJbQ`dcURJXd4
ziP^-q?5Ie5!ZNFQUOK&tF#kLMNYuFx5me>Pj2oAL0KAc|5tb1Vu9FMtc#Eg4ERns~
zbCB~?W%V0r#dbd|TP1#x<OrOk?QV9B%gV?sN_<#aw}NG(K_uOTLTC<%=X+LM-pW~Z
zSv5p^e`W4zz=DDNt0Wy#M0w22dr^1Mz!lprIHaoL%)X3A{`z}g%R^DnzQs9O?ad$a
zmRFb4H&q-TGk?{6w~CRMGV)DCbOdpPc+1s-#eG18j_p1nyM1lg>`(u#`e@u=%!)<~
zE;$rr;)RP0h`6qf$wewzCaFZS(byC#KRvaz>`u}75YZg~kMxTcg6}O65#>l(NI6LP
zF%_pCGVk77c3*GyeLHotx9m1Uo*4>!E#H#v`<7+5X@D8=UJTS?Ito<NW6db>FToJ<
zM@i4!7}k3rV3Wxa{(2TkMGtu9Yw6<FoN|P6Rgc2?yB?50PzOf8zM&2931~qq+WwVI
zPC!Ik5(X(R$yMhs(sn5D^~O-XZ@p^3nz*lgr}K_0f=6zG%_|>$kH97XRB-=AMIdlU
zz`G3Nv|sFEPxJ}kK}(8*deNTtD`1@~w)95KpY@xOY%8vtmw>H#N8e_(KVD9IllD;^
zoJLK%x;Z?2WYN}$LWkJ2IXIo2cGaVQs=^xMdwy{6Ki!$WncTkFG=I=z$<T^gE$=;6
z*-W{-IWp&dyqJ_N?Tb4&P3v$41Wm^U><jFh*&M%gHRSPX!9qaj6++;-C>}X|2>?xx
zalPvOOb4-vUVM7qQ4iQv=*5b`_b%LHb~B^nX2AWy)#1UE{%7m`&$+Pj$D8%-n~v@J
zgR-U#>{Aw=R&QJ)28XtbZJ9@JoAchbxdW-N2!TE9v@}7J>ls(<XL!eB^|)28-LBs4
zEY-~s)2*z^zPUr~xBf{3<7vxgr<eU-4K6Vrd7PSdypCistSnI*R`!@X$yfs=m#@G#
z+)WHy$D^i4E9{o9&}Fo2((fhN&o1M<cvc!NZ&q|IKaQvGO-D7a%WECjk3D(NO3AVj
z!)-qqaUb?KlrQReZyM2ij&w_z-av<$D1~<j9r(Hi!)2PE#)mPu9`fKIbY2Rb##|bl
zjbHkoSGtDwRx^t}+iLMyXKM2KWQG>lU8`yH<!0{TE-Zt1KC*k)dNlXNd7aODJJT`h
zAtH^57<TV&7(|oNIU-GhjpF-hYwk=)X}z~Ho*mNq(lhJS-4ZL_2{|Y}jDZB$?$Z@;
z^yEGF6Cm>dK;XlNrC%Ba8c6{NjQLf3;)(9r1q$1nm*L4=KdEA9>nvH3GyRw1+;Fda
zxq`y(pww$2eYGU~NWQdsM24H*<#81v;xdA-4PS7L3gv2T?G5U$HfO8pTmBHQ)`^=m
zb^EHW_@KlkNkFeJ>k)xZi#zvL9nWyD1S`_wUWy^5!`CBQ)dzb~<aQCH=nC{t%U@m+
z(z^li1*Ln2y%m2c23>@|QybMe?DexBV2yxEZ3sVbY&bmU$E`Z1K3MSkz9h0G0F@-M
zG^`PLB@GK{jx>hEl86r6=p`M$fG;6b)7EpT;z_NH$m<u*nrrn?9=zVS-hC8HzpMs1
zIldl@ero6|4=#X_YYQrV<pvEcKIfO5|EpEE_yinLSiah0Uq8S{`1xOdu?SEd4`}Sy
znrCJC1kePVQN9}P?=a$X8J*y-eE3rYKp6kejKX2lyS~0g4-?Vk%^bVFx@vSw9NJ<%
zzX)6SrMq$HbEKFE2nbw3^OmG~WY4j3_%Ccl1t^aQ#&4|@1x9uT)lYgA;-43<y8ge7
zC3B>DNkc|;GnTB2tE)QHXq8;Q#CF^VwK%N!Bk;FK-Uqa^4v_1~3R5i;zsTz_-X~!B
zt8+c(OZ!L;_X$Xsrh5BoQ@BX*^<0YHS-<wTq(lG%F)8`!wfA}tB|evK9+XA^=r(-^
zAjRhfY7_`w8e4@TK;Q)n>&7pwP?r&K!&s^W`9G@|IbuBoc=*~BlLBZLrdJEJ<_B#V
z7e2IA)dXlNwQX%}YSj8JyqU*GM^39r73ei$q+~CQj3WmmCGx9F*&)8GH+eNz(PR}e
zj9yzFYEWrG$FCMFxq?3?;F97rK!-q*=p_|55LDXE_Al!ejTT*Dh9~wq#Nf~H2^ev3
zc>8MV!~tfnCMxHZ8hly)&h3VVUzRl&jM#FaPyTmd_<H9{n!il)1TZq|(I)w8>VA~y
z3ODPrUnbWKP~MeY{A-i`0nh_(Hr3aWn{SOzfXqF+<g1dOff8G0q!s_N#Txvb`5$pe
zUWZt2fNaM`lz$OIgAa%t7x`=K^rspC8T^q3fC>K<rRtNJyY*}ZG^^6Nxy8i;G#+;L
zIpd6GF2`T$&mIE2NW5v^a44BJVvKx6>^#qd@-h<n2n6+Ebt&{k8^8Pc1XyJcnZFGE
zeeVE6iPna<FYPD`3<zpbFlqXA_;U$pEgv1IUPm!7fNwt07RS6agndBsy4zNHO^XIl
zeHbkjqL-F4g&tjTIa2zXmIh!Z(HcucUz%DWpw~S}`|z4p12MXS#!)@ug$Owv{>~Y;
zI>MK<HTd{?A9ky-UWsV+2`II(7I{f)D!|`a``w7;m54tT_#**e&_62l|BXi6UWx2%
zV`IacNrx6zKQ<S<{4?-%q)_1H^lCc*^D8OcG(%0=q~#-txv*){gO^6$9)bcG+5raI
zO^u^WdUfhU951GVKkFU9FugBVe(i8s0ES7%%HpLX=H~+b*g0xkP2@dE;U%{i87TQ{
zI6&d6Snxj2yY&IEl$5A3#Qi%H-?|lds`Lr~ypuB*7Ui!_Iu8^86_xJT37Gab<;^f6
zybc0P#nxJ`SER@e?~mJ7{~=cd-W&Y%3OuhHy|3Sfg<gCA1*DtZoTv$?`_n$Wx}0o<
z7qf*gC%G0U%PT>4Sdi(3W$`%sYZ3ukix#~50DwB1fbzJz*keE9`!zSiulU9<yaRyo
z20Y)sNMS!(1w1FyT+>P01cc_kf;w#EZ=R2+E6fRa#9NZ_dH)}+Z~pCk0t4eeEO5Ro
zfdA71=kImLUyhK!*5&CGo%9`Fmporx6ZmwhW`>TY_zVDt!(R)WY>fZ8_08Wa^Z%vw
z&F{W|Md~+QS+|OKKR(I*pIM~#E%yb|D*TU^k6(E9!bk?jzsHJwbqxG_?lS*pmXH5C
zK7ilejQ<*U|3~@&UPbdFuYdFby!wIuNr?X$&=UqW*8g%7`R&U3pCZI|3*C5t(fkkW
z7r+VkyMeKD{LMe}>f8G#+5F{|{8#)l{|)o?m&5bFCY%4e%op<u&t4e$kLK&u%lYrQ
z3viph`j-Et&f&jdzS#ad&aeNWF3cCvyvXYx%@^xSH}LO;$ok*ugZ}PyhNcrXayBzC
z60_HH`!_v5{xARZzt}SV&7sGmKbTE_Fq{5hHvPeD`h(f@2eau9X44<crazcXe=wW=
zU^e~1Z2Ffln_ee2FSDJ0gW2@D9rmB*K)?5I|Cc7Rf961caBKhI*8ah*{exTk2e<YQ
zZtWl3+CR9pe{gI6;MV@Zt^L0Nx0dy<Jstmc4)oUsg@43s`gJlBaP0G6ah3klQMUih
zlOO<QlafedP+atTaeSx%&{%#nNW-828a)`UFTmQ}dI+`x&ccrTS2C!GPA3~{;gRIQ
z!Bym8kq+s_cuxVhc277zuRk7q{`uZpmpbqL`1e)l0BuU;f(-Z3dllurloDz*<P%|h
zY%r}98xD?-cR!K|%Y%9*^D5E`qWO0bpOh=_#0Mg_wzsbaI;hmuIT|V-9$LXZ-f!>h
zZ1r5gO?_{?tCl4|fv2DZ?q!V;V;LHW=s7zRF8Ax~^m@F%KA0`1=bI^zb<S+|`?3)m
z3j`t=8WwhUO+`&kE`9^SBrj-})2LK?AAkZ0ilnNG4V+q^n6#>D=x=di(eC5xKM44p
zDk~%>rNybT+uD9gB=8@CNPx$YQ&7-E-JfN{8>fTxUNAOYLx~JYdfo+fFGlMpjTz~m
zku{`}pC5!k_*#g=S<;xFUt3$2ug@<)U1uY4`@M0UXkTm!p}Z86wWg@*3-DdSrzZk(
zG_>AHn`G}e<O*6iypOP!>k{~g#x3|oDHUkM<E`Rff-OZvYbOMZC_hYB?C)cpS{ND_
zC^|?<ofqy`dAT)!<s~@5mF9@mMOa&zTVk+Od3B#OE~J`Yj_sm%^BEf56aeo7%fSvG
zeFN@h;epz9jc5z;VHh!NywRtzPA!=wE-^!<d579a8dIubWZ`2)Q(BtS=ja&zj?YWe
z!(n;t>9*l<&_Xl<cXgh{ZX>|%-O-VOXx+D3X6)zvAffhsJv*QwNht_I5cDBnIsGhh
zj1nMBQ140Ue77ysaeJi6itn*`sS=ruO!Q5@zS(AP6O^H*MOpDHSi&p}IC~@Cv3WfN
zgrsZ5k;-H&v9wy<L_ghDei>Y+*(7yxkxk<?I?F998x27rmBwJRwiLU^cuUXxU6>yQ
zm<22eE|wS;q7w2jPqzX&p5C;!Q$X##!$itQw+<W$;Yqj2cLKX9^S-G+Lacy<yIS8^
zeB-adFN{!_)X-SW((n+=!qQCRHam-_P|SaSkilEp<T2PiPDB}crZ1vQ)aUp<jl*Jl
z7;~9?GG8X0(+L_hz*o+8Bj8k2AXhiSH#I;84Su46-E_vc5snp}RKbp1FFD-*)M&Fr
zPSRNR$^fIKgLd`OmhfWOlr+s(`}D8_2rgq<FOOA0#KO$X-}LARd6E=A-^p1*$=^h=
zK%n~P-egn3*mvNreAy!$rm8A-Iu-7c%A8`4nM3uH_hDZd4SF4?*w6$!>0t?(qK=~3
z=kk$zRsH(Au^_0{vkpb1ai+R3s_{bTAV*@dLIMytKYPKVoHDzlL=WT4UWFP-sH2GC
zsAcW}!(oq2XuC0~<#aIRs26uL1u%_UelbPU$dB#7J2h2N(^Zi(9!+H^t^TN#pfStr
z9IM9mVI?EN&&FYUIK%(=j)ZRQU9!1wys4?59@#{txv7f30Au8_m?2Mc#rIqTp7?RA
zN_7-{9b|B!h(lwC&+LS#rn1$jk$s6j)aV8bt5a&2VH8QJsVHMM;neaaP{?qUJI+e1
zT|YkdgAb(Aq_S*Epk!N~85&B1R_z7r6Jq41_%pJ}Z|?~;2PAE2T|z52H7#IIHSX6t
zbs*$WdKqWLo8%79(z!9qw#uE<)}qyuo4F05{xF=T@9#&387U+FE{9^DkTDdWv~Eb+
z%G9xr@7%Y(LVP0U(jUT8MeJvot0d1mDvi4Ck6bnY+!IYx`G9~k>6GGyn-!a2U_=@V
z$KvtEaF{+mC7gnaDa4R8GDM$Vx-)hz&v;nOO=ZyGl#V;)xuls_$5Nv3%gjik2u=yM
zMl2o`+CfFxBz?gk){Zb6su}8*n<ARHdg1B_o7*kN9?WvPC=xa$A^HAKP&ajFve*P9
zc$6lC&FqY^exPh(qqqbo4?i0F3ig1IbqN_lQt*L!-QH_Z_dZ`Dt5m6QdaiKYfj~VE
z%(A|2`de;(`@GM_{U*Q&_Leunu8r~hGm(mLcG5FX#_LgttQNK7QaFe}hTG`08ug~*
zU(nH75Yf12{MeLW=I})V<cR#<7?t>AEXQ$TML3Q0S0GfrPnd-NCbf6^=~+;{+4VFm
zOo!Ph<Q9UCrkBf}BkThC2XF?QAv2}9G&5<S2dZ#)Vt#(0{Pt%#1n8LLt{ii9JW28H
z9TMa6k|rZNhL}wMvB($!+Z+h^{0O=zM*_+ZSxJWd_&#6|7=+0<LxW~1SZI)eDAl^&
z6kn^bGQs<ij>zMv{J~Nfq*3EaNdz$n=a$^YFj~54(v780Vo9X5C(a-!q%IL~ccrAX
zJDccQgVp<*4JP99AG2ph9;{|)!gZiMyQan4>I3tnlCr6FYH^HuLf@XL4xPOn+KK>R
z9c@V3#cc0S^?@N{+Y#Z@j|M(4Nh?idCFkmw|DYDIo0F@SWVT}v|Lz+R`(;x?!z+jY
z;Z_~aGgsYPnveQa8os~tC^zHQ;)e0m;!P;+^_H+RJ?}_KNjx=0K^37|GMRG4m99<-
zHO50KnHLX23vnQI;(WKJeyt(0YMEw(`E=2A{zb{pJt*9b9_8YbZAs}9`xLDd4K>7M
zvXvhHk#hA}bj%sj84~pZHXjT!)vrkn=6RY%vSX<kEEY2*T6NCpiO=w%Znf4&0Cc07
zi>#8wu)a@pI;2SvVcOKH&2pB9G&$;&y<^tHx8JDWo<fCg?>1`8a~u%VQloF0VRbOv
zXn{Wv3S~T4kDyeL42<^L0Iv&4-^vYqz7V3BmmFkV#fjV##B&~K_|#o~vPQ^_52HXF
zNnJ6V1Pax%EoH4)zYCU2Hb-Jl6Qq_*$E12dF9GOvS1a_ohRCtmHlk47&d!Ehox1Me
z4&=cc$R~qtKSb;?ofoV;;vNJhv^S<2;~+n41bz&5vbR|4^|7_ko#uS!5C2BB)oe0<
z<OPwc%BYxPvDT^wPw`|QtvQ5}u@mlqfe|xNUSZ?MMBa%!Vcl->A<;~@8sq!vmN00F
z9d<Q_T2?kTR;+h+S#Wq3;nB)(g?_kTNrv8`qphi8N<&J6z}P{}V@>J1K^i}XNr5LO
z5?JqTXm<<hGyB4r@9`=i^l&0JDa`2TqbIImH3`##eo6}ez)5GpKvn@QI^d|wSZlQi
zz-NMwSCw-fTutXXRmE#PgVyd_<dpqTs~^g0wUmoO{Ii4m^5=MImvv`?(*}+;))I~W
zqA_MBW>)y&w5rbXH;Y*d^75PqB%?Y{n9ydxS@l96^EW<~2kmwIL;R9V`cQGmD@lZ+
zgu<NzU|57*j_(W)bP<@mN^oiP(TVQO<n4viaVg<3HCav9-kf`Aoqb>t;Ee1Sxun9D
zU?R<y_PT_~R8J)I**n&of-gsa?^qB`t5)&U2x-arEZZ+o{Q3QEr*@)Ne<%zZxC8^_
z2RWEMqx4{sCA%;if5q>R%^g@i0CX$>*bO$h$LbuF(Q50*JJrm?o&%4o!<B06bAmX0
z2Yf87+ghwsR>J*;%J<GFGF_cKC1Gl_L!1p?ZKb~2e8CQE!|w7n7{m5p*ai&8@YsXx
zch|Cof@C=K2iJ+jE^f2Cg5ckAx}LQAg4|z&Ot!YPgK)|z_ZOztlhhIFcS_+SQF*A4
z#di~`PS&c6U{RS2Y-2&BY*+JfSm4Yu<d=TKOiQ^#a$=cQR(|WhzKQ?C<WZUKRyj=@
zYzNVnIdD~SiV#BAo<2qcx}u+&lCpQ-LJspiS;c-4gEdQ?ZWB9exN>9kY*(;uIpkMj
zOmLtfwQs-!a>xUmOW(1|fXnJ5>=4>$C4F~WA0gUNx_yrOV{*iz-f=~q8OyzI4k<^u
z6V~SSdYG#;5EB{=bzSuWg5?n5*$U&*xe?XVGSJl$n`K_^>mEDU))&blBRl0e?CiEC
zbkj=utcPc<6->6~u!gS$f}IC~LH54+a%Pd7Og5d{Y5!tx^0?WbkKE+K<3?ON(SCnw
zAdXD_z7$39?B+BF7%>pnCmkQc8kwa>DkQm6rs^gTE|!2<pk&5KqMovYRN8r^vCQ-5
zyvepfaTFXIFHXE{-l?yy0%jDWwWWs#mtO%Wsb|GIoY768tkDWbCz-@g)8XpuQ^MO_
zDP4YGy~Oj#sR?frRgAU#lqD2^VIvsr_M?L3gWrFN2j;Rz?QDipv1$1@;lufHJDmw|
zJpZT1am)47{qZwJ!)F%Rle2r*YaS&*<r6NFixp86vK6Ik-PQFjUG(;_g+@%K{2tl&
zshpf#WCMCk(1JjtAYDu*JSfsQ(4qcgd{IpR=*W`y{v!xzg;ihQh&g=NXq}P{`xKxq
zb~uOB>(Ro3bYN?d%5_fuQ}Xh?cm}VN20f*SF4uj>JYdg19>vb+NAj&PyeAIrAK9(0
zKbJVBZq^RfqtUueM%z^?6_-G@w_sR$q&u+NO8w){ib|}Q^M=g9!!XrHFyx(DD5%V6
zjP)ib{bf*|^xshxtEnsLF4GiGX7vMi<#K8X9=U?;(W>e7p9$u~^#|C}A=*B_i<v`R
z^7w-ClTA)8X4LNuV*d%l%J~kT;4RFcj=Z1u4+3cIJD8Qb-JJ8CF{)GtJS<voPAavm
zcO^`Nd&@=R?`>4x2;d4}#Vo#cDF)||Afzb9)>_%UBb@^q%nq4v*e6hTHOBVx$;vba
z%Pig)hBey%F_4~afE|Q(KyjMfz{LU)I7B`0sS)}62bnVh$P~m3)I4H82tCUBYab~a
zo|fa$Q2OsZ-;sp@SWE+CnGZ*k09+!^tJ@uPI_<`bo~@yzwq^imlB#OC*W)GIs;2`0
zp6P(idgTFatLa0X^>VAj{pfO&OWX6)J>WbA*I*PNct4)Plj@Lc{)6H(!>acLTP`%^
zQ?MW29S|6er}y>Gbgnx2?>|eA<ys%Fwq-7yHhV8EX3MgV%kwl_+%Kt6H763NbT&3<
zy~m3IFr}v(JNA1DwCi`@G@lfDPmJVF<Wg^-iDLZ(J~|w6_BuWG!a0)p-@k`&Ik-CF
zV&ufkh?Ff;rG3|RzgOT5zV$49J0Gtj=NEJ%wgO$`>kF#|PMc-eZ+aUUj^W=U*Vf_&
zl9aU>Pq4q+dIQ|maB~ZQpsGIsB<-5=d{9k>wGvr4QRy8iA0<@TFD<#QS{hFFBu+Jm
zt&FxX<Uw7UY9x#Wiz&m<bI=ERzAMw>+KDuSEU}ok%lrh|j5xOvAp3l7K*AzJv)Js|
z|6Y9UX(nI(ECi!82L>0aopZixf-`D(etKpb+(66Wz<B~6h!4~>9dGoIB;`%1RDMUF
z7o=sF$sDV(8ejkX&_@k1s0WlRr>B(azV60I%tY23!isMLpFdBrPIBrD&qt||Wd`S|
zUDG|NhEWr*MYp%bTG!S)(X{9<(?#v^Dd^S7()j9lEjN0|9<6ay^a-!6fRq%Qnaez-
zqi9?wZ*T7%)h0QuQ!tczxRY_yh>9Le=wmS+5}IlS0^%3KCe7saFdNQ^d~bwJJE_5-
zEtLv0>#qpQa>8U?H)GJ$NJ5*8)<YLKV6^O<)UU6hrO7AgqV=0GnhPlCu{G1ukQNHm
z0xcb?fRYVcpJ=Q}4uoxj)JW1p$w2GMb24Lq!*oWfq3t5&rU{h#KVI<HnUv>(_fO@d
z#>wCrK~e|YASN#O{0D`;-oQ1Zd=6LQ2fIH1cm7SbT&~>?)O%Ph&p`p;B>~_>jS;?r
znrcxZ@kV95DGmEy?7d}FTus{VjRhKax9+Bq;10oEg9Zr_oZ#*RcXtaA90CNF;O-DS
zxVr~;JKQsOW}ca6-nGtI=R6<YweAnB-K%<2ySl1&)m2wr_4{YAe3GIRI#3Qhal3d)
zzKEC;rG?f^mI)Zmr4~BKG5JBJj5yY)0`?%|ht|aBH@u3G@tMxYT07r;N!}%_4pxDw
zVN3*MzGyQ|i;t%8=V4_z6^Y&OxxXa4_a1^0Upgvf=g$AoqtPp^?;ph)lJD3&<YA&E
ze5Uz{1fMRBK_@~7sakcEB1@jVjVrK8g6HIbvBqbpU>k9<RnWBE2YgH$PC7VKQvQ>d
zV&9sKkeQK^{`K+yNj<zPr5lJ&{K;Nt-IhsnEfos4_|hY+-Ksc<UtX0Utb_WO-nMvV
zWWo6|lA%&g+sXP&H*5_|TLQ*-h-FGPlAuZ*hT==-FtVID6W;eRKx^(KQEOF$gbple
zDx<Vs@?cQ-{!!FtdQQ=RwC*JjtqjZIAgI#n>~0=w#4(;azPVIXXiXE*P^Z5h{8v@~
zzvx`;{w3e6%oe-^m440Dbn!s+UdD{MY6CfSICrg?_a9yyH2NhD;>kyRDeeBH7IGsM
zf`T{Hx3q{4IxvFN(>B+2oWYf4$xhEYeIhXOh!6KOrLx5x!I0I|c2R>b2iCJ>h!D)#
z`9<cp&e(rg0&zOqqF5m@?MXpOsy%L%>-$QPX%vS+a`8e~zH*low0C{>_v%rFD=8PO
z<Z(g)aMLr>3HY0vI0-K{Sa=07ryPtloO^Mx%z0Jyxh#Bg`CIqT=+ZzDm?7DrFar&Z
zhCoVjS@56v^*n~%T@4Hl4$ws~{Jsy_{=V0~s;bK2ylPu=7B!8^7XmYC)N^OFkz1QC
zpy3ezXZh0U6B+4vc`cj+mMYA!q`=Ht9z%EDhiw;}|KZ@*-}Wf}2;SmkVf!bslk-2}
z6}kRT@QVL_D(`=IHzW04OIZWIul5W+3<!YE0W2$GD-lafz`T`|M0ElWkvLdZ5y(Xh
z*#8t}_&EWfG-F1DWioQ@X!>~mqwT89Q>Y6Z56<1OdTe)KyiY%0yDzC8UH;?=3)9-?
z^6IG^7l4Aow;qv;(WeL}tVg^XasXk!FJ{$GXh$&Z0D-bG^!4?*NxT$RZR;zT9T_1I
zf=7gir<jh|Q~(<Ru*-*u&ksWy5+{{M!}{3|%)^r^li$fS4~oxS#fc@54gvIS*g-}2
zM}wx?>X)UIfvE8Ed}K;-IW#!5N8DdJBJ?W_3^!&mPD#-4k<qBhj{16ftKPG`g@5FZ
zl*ty0P2X%MjZi}H0+|O8;ox9}!7747QBoWwQ0S6KN9Cks<k#{GzGn9Kub#89y@GiW
zdUJMGQ%e$x`8=>=Vw5hWps<k-p{BImn5!%yfG2GqfPg_T(a5NXNH9g7KTt}fRD~iT
zvAJfBRCJ6PX(=c%gdW1qBj}ylN;*$_YzCELU<Mj)t@rQYl-|33&k~|d4CyhE-`NSZ
z4;0)qLcSr~D{9^pv-Thfm;NdqFC7aYO1L6q>qV*x!p5NW$L*7r+RlgFmIeuh<-Zc|
zp)}sA3M<wf8QQ`xX3}X^ahSv9NM_V2X$2-{KIa!JtLdmIYpVcpVH-~%K3~t{u(|E%
z;r*xrD6&1<NdRx48e!-HWuikjAO%onQHlvnj5M^bdDWFD%Uc~A%39a1dx^sYQ&ZDy
zzSATQPHWN9Ti1T4O=RFoOG|rFTr_=X$!`5+FIU@KysoVwt>nwC3;6-PpCBf$jq*jN
zBgG%YCBV;-UU35ef0i++Y#1ma^owt}U9axRucE!ppQl5eDWgl((p0TGu5odED*g3q
z@93z-<+)X2a%Kj7eCF%8>8}-kfBvQYHeTNO<3+WXT^71BU5k3<PtrP+bPNJ?BcuGU
z`=#Wzt27*GKNI){|GZ&0N`UXkcEw2Qjo6^dKdlaQTd$_v64Jb0;1I7?o|;}B&;Ql%
zb&uSYJ8x>=v5UgJ<!NBIutU!^?3HCilz>~#OmxJqV|1;kKkQ@bC;t7is4LFIDh<1%
zx<(>5Rkr~RyA0;E%%tu}!wI2}LRSJTF*Vus0B|5)m;9=+5#l*SJRkQgwej0bTB7&z
zk;=9C9XX0QIr>2+K?YG@uiWVHb|^j`;G2`Z{UC09yc!+Pm4QL$!y>!DM-Ow?9P(*1
z1o8_D_o*)~&nld{ZAfFd`QmYW`fBh@zNE1InDvUsVrboYk&wxh!)_I?C@Jmtns#gU
zo`&&f&Y#qyKk6xdn~WCVh)Vl`jW@LUvu2p{em`+ZfQu{I;N_LWM4oL&`!PIsRIW2T
zZ#nrc9&adMj@{aWrx@W7T24Xz-pcr$;o}xEZhoMF5}F`K>~LNz1xqY?%0LJweY#Y3
zpS>Ft-R<7uZR%a`ww4P|69=p)Ps>`S2~~9u4+m_*Rl{wdc(9?Fo3XKzla-a#l4$$d
z)Kp^P7G<!Zoxaxy+9umOweY!%Lvnu|F7~XwU(F8R8Y)}29~v?tK0h{kCti1-FiVBQ
zVi?w7LTLTJBxEpP;SX)rs^boRA0ZnSJqqdIw)WEh0yEZdE8d4C1n!I+E-fvc!B`k^
zttKvm-6dh4TlDF*@M+zApPmVO`1%0(yndWH$Fp#6&+;8@+4P`skAc!vD1_5rCX5@3
zWs|{FHiz}iYmc?P9D5%t<=St@f>6^elL1ci@Oc0n?k@=o3j|AT<ftWcSKs4F>M=PL
z7Ya(T3t05LY;~8)%waaqawbK*kb<QteS7a+@O&lxL{7U+se-9*l$4cKC$s9O%BE5F
zB_a#(<Jqd60~*8jZi%`Uk#AQJ3~hMDT2cM{m%jn#1$fzRJB>)DP|bfH)#0FWs8Ys}
zzv4q<OASFsou_`SxQ^A2;v5E4*Q71Cuxx;>=n69VcyLkT*-;shZIEXTMILbB+Ib{G
z&EcoxOh0S#wRGDgNMERRa^gKTQ{py~@+=A~G-cq9KAVv>AVbQK@-%RQ^%gg<IQKdm
zO^@2De4AyulmW88K<y64GuBaeEi|U3MR5K=w*UbikX<<!;;3&LD}w|>#VOWB`Py7)
z@WDB|r$ui}WH79fw_}%0zk_EJYa?CWql;a}N;HizZr9=>0JVlC9x3GT!HjR><B1fa
z!%kAL0m(x8RA=IWiM3oRA3Qa?>Wzsy%4{sNNoE@!C25-ZS{&5rbGfE5&uWYpvyKjw
zmkLYiaZa&QaQvwCP?8hr`=1-`imOC(IZ{eE@4?E`sME43u$(R|ys<NCct@Py2C}9c
zY0A}})0w0U^xKa&Pht(T80jb_!QWJCF3}>Rv~<B{Ty5MX=YkC&8*r?yW}jrR`vOia
ztDQU&jMq*+G9M9Elx=>Zy0tS}1Yh;+cCwoA{1Q8NmP+QhCI0Q@bnpH|^DrwX>zLcQ
zOg;{Da4^Zzc_}Ye05wZoRle$_%w<*wpP>uXk@bWZe4u(VPpndOW#xW_LK>>Sxv^(H
zJ8!6P=c|TmbKe+LcI$%roYq<`i<%#dWhLYS40jebp)=}uCJYi*E*33^Z>f^u3D>BY
z`(;DruoI_VPt8|K-%reMTT{7G#-I}&W3(-6YgH*knN2aYC528H47j@ZMh9U<QE%et
zs5qh#eceuqtsgn?fLgs|(C%K)Iv8?z*V`fA)6<zAun{np+w?(fl|>tejzM91Y}%$`
zHks?YcKPR-=(F)x1gB|SP?mKBcMC*DUnkxx)z=|n65x;xW8$cA6*-OSGL|;kcSxc?
z=PdvY;F>Qc^4@W&;se%myZoK8Z={&lT-OKUcvLexc-pp=uj4Z|s>8M0EzZ?MGmFbM
zjn?f%POQ=GAdtA&IIU@07hB8T%C#RKGWl<@Z33WeY`8!6!XI-cY!xtrMHgK|-)2ZT
zmu`&LTbW^hni4pDEzpbtyR7a0=4rRwf)z7b+9UIt>3Q?WHS?NyDA?xEQ}j`zxmu7-
z*n1m+G@$yEE9&E%gNb*q-SKGpO87h8m2lEkZ_k@6S0_5L@Wz$MFUR7`%g5sFTvz;P
zKBs7ekuF|V9lgA0&jiQZ6{k^EXpt^7pL%)APB#fZTktikDr^iOoqpPo#vlleoT2-&
zacL$<RIaYSamjxM4|n(l9X0y4$HVld>pa`%%Wc8z%61x7^!YGUKY(3W{;ciRqpI)L
z!^ffp0<Fc=@C*Hba;EY!t{c51S+9L%%pIrM!Di+j@>H=*J?Gtm{?Vc7py=~cMMmmv
z?4=5nvu-)w{j)m<%u~TWbV_$cf2((k@x1zF(jNLxtqF8(8(~?jPX`)bn~P1{XiSCQ
z428Q-zqUEh;O)-7c{~VIoOb+%-}(@CDMDRob5QxQ&i!yB`ln&2&Wz!g?)OSp=LbuQ
zaO8y3do}af!MbJ3ks(SZ(A&YD4{&YAr`U!3H;BK;Q!}9`oIy>u95L0KY!5`qt$DhJ
z2!zeN2&Y{tM?1kq+$4e#*n~y`Su0Wx87qK8iQoe+dl1ET^lgK@PiFY>g@bPz@}ai8
z;0)r4Lq1t?rbRNL@bONvXi$U8gS}nGgT3nm{`JribFLR`?$xTKBOw-xAou|&2)?zr
z!(3tQnudPN(1Up#^cv;=Nx-d4^2&bnt~B%N!{PD$3NE+Dt0x2nsSAq#V6^|u692<!
zXXWB%{Rgh$Z^VRuKZo%GjrrdP3j8~+;eXg@{~Z2KQ<Av1q5p$o44iloO?Qq#dlGk0
zNDr3bMBMmp%qnHkR4<Kra}9*u9IN<Jq|Y@JqJ%A0Lqh;3t{AbhseAAI21!aN0_!W=
z(Fjc+fAHh2K$FS!l8I8`^I)40G&>P25?;8R5K_G#uBl_QVKC4V1}&HxBNXythU2h)
z7K31&aBIV~_aY-nbCdW=<v=D(2ON1Q0tbvTcwNvQ<n_n)2G}*hfntzV+ZeY&?r~-s
zm{5`Y@pmaDD$YE?@dH~Qjg3uAOpNUsK9k7v@Fw=W&7Lg8!GaEQvj^*~orocEgmxHJ
zzWJ=tOd@REdXgih9fDK2o5L)q9@8~6xLKj`Rst(gq}v~;AOc4uf)|OVq~Rg_)FUFT
zRH>py%XF`kUGIKbEOP4kxmksZfiVt8=Lh~tH84(|7ZVd+0`e~Ya|sHgE|5L}C%GSY
z#+ruCW~$Kon}x-}{=T`zRGlhE9c?04+3QWpo;Z<gpV47GmiQv0^_{?wUdXDD9*P>z
zwMd4PeS?bK2RB*OPj!_I`KpuSb5m1GOOs1WQ&V%<W>#j_&060Y^P9_PTIeyiKCBj0
z69C1uJMB0wB_*T{3hZ4Qzypa@NXE5yI+OlaWjdv0Hmjd?1i1qegj=5Ggfit97N(xE
z_A(kZHI$si!Gl|N6DiVAuFdjdhC)WtKWcuEtko&sUdpJ7zB}mBb$T2{2=03#%1lZ3
zdSfUy_+w~qAoR4YHwYo~`oPO`cK&BpaWiAG7u}BmF`r6UIG*)^8XPFPdI()xQR70%
zo*Q2lIcIZ9svAG=^GHoay{U$#rY5{#QcusT$)?-68Mb#!C|!5Hef+80O~q+jRkE+3
zQbZ^=3|}LO%H~yb<0CO9s;NvpEl%ft;xS4|@#4Q8vDElpHhXAsOd92s$4zoPbNC(i
zpsMG=`q$+}fc|b#+1I0;`Qoq%*;n}7^gN0e{ZJjQknxnmLyypsoW`eQc?LZ>A``jr
zA-XG$;K|xOXB)TXj`cbFCaw?ieW{+tZsY70>2P9JJ4}~TxUAAToN3Y&zGM+RlX?}d
zGG}h`QSUW%G`!nnzmk7p9{HT4c8InU^l9i|>Gam4sfk=@ZehWnoZMM>IBKS8YuT3P
zkWRMX%|>^j&WuxAYn3+b$XdDrcq8|W84(VNKQWCumTqbo-O0V{Cvp6%3T<n2;E_o0
z@^dG03EWT8^1dS&vGBd&1mW^evn6VSlx~YEJb^J7Zv+GxBGnbObvzYvJ*`tRKD-a2
zKmJaRyXnD4(?Kg}zknP%gj_utw4*uPvVXP?qoc`AMkJfXJnJ!@NL-iJbT3J@l2Yot
zQ-Dw*;>QCO=t0KZ@vf=WYP4X|nxpMA$=<PbtLH{o$mmB!0Op05zgKSct-)Nh6MD^^
zUGAPu)8x^TFV-(E0zW|8qBl%${e~0ok#}0ehWnBKJh`!fK$?7qq2T9Q7H(GlNb025
z2ON!p)H@8{odCRO$odE&81>fGKjfZ@CV$cy8)Q)v;xBuqz=0zZ8RA|O^JGLcvumu_
zxcXI`=;b^_V)z#DW<*}AO%BCUlcLIerb!d02tvglvkU$4Hv1y@?y8k#qqBIj<%l<i
zMP?(m_)!R0WV6uH+NeizU{U@oO#8z~88LV(K)JyCgQMKi)qSDe_%>1yUeOfA{*`YN
zuNLD%j@{uk=VdKe*gYlPls+a-{k@vQ^LT&6+^;jgu?JngoHf%rj8%lpK4UIoNwTH#
z*L0iEZ$!JgR%uY=GgNNh9g|N|EfkrO3zD5QGp3ojS6ox)vqyJj1w`SYK*N8n&)p->
ztmEOouN1$3Hk=j(?g~Xa7<)DAI!K<P0-`Zkxhuuo-OE(wZWb!W*KLo1GQE}@cd++-
zbzKG|)11o*+Xa)Mv+XL8y-F$CvD#CdC+kQ1y;o&zD>+=w5xic@zpi@s7w}=NXd6O?
z@>XHWd59E@PbqOx`9<0A`jU<>*z;hoJ+#n<ekdx41_q4gtiy7TIavx<R_(>=Pw&qM
zDU(t75JcZJ*(?};A^r3-j~=f=lm}h(?MOdek@+66x5dH*0)B4k#$piPO2N^QtFEl7
zw2lNT3$q%t7?0$8&B-grP9qo5MZ47STa@mGqk_<{Rvh^vX#8-J1|F&>Uy2{+65Oni
z(GpVRNOz!p7M3*G6!<OFJ=ITe{c$3GMcA3pZxf;?`s3>#u8N0<9(TB*v;u+@bOPAC
zhDTkoL_zN^h9ye9!vv1}Dg*;PXHONz+c;>u3QQBcq3^c$Nr&5S9%M-Hfpk?+9hV%A
z&`6Bs{&qS#&mlF<@bSTY6usP(=sGccKg8t86rX-dDXP3^IkVzr{_KZ+mpk5Hgoy<4
zQh}TvK!s+yIX(Ui&2*R|dHaCXg(avWrMbYxbDlq`nV>5lQ<L0FXO=0*YKCC{%SJlE
zsZ>w)Y#-T1S~2AjReb<|*7nszf)FSCW<Z)cXZfl<UtPRjlhfwa<qysw=2jnEMW;O6
z)s+}gYG4v>49fR7-#n0*^yZmmBpMEFYUKHTOr-w}ca$jS$Tt9|ya5U^!WlS4<uNl=
zr9BsktLRQ}B@ZT5qH2}rlar^Urmbh=@<{x9TQ9N-c|jHettfT^Ei}T2qD*~ec%QG;
z3eh_s!4x<&?)@Zq<eb4%UJma)XG!ofXGwy7Ouk>C=2Zj`+>cp}a!<^T`Y_&`MR<y-
z3Zal`r6cs=5$eDEt<J7{ctkOvg=CR;p&O^1yrp^yW(8n61xd=^i=EhgL@*cL^j3cc
zzIsC6urRXxPZrVdsO*=1@=rqC-zZ1_%_90gfs6e+V(EX_BKnKY^B0}xFFMa(be_NH
zJb%%7{-X2zMd$g8&hr<Y=Px?XUv!@TEjka^Z-(!`o=p9XE&Z31ssA?+-~Zt?&|hBR
zzr4bKd4>P-3jgI5{>v-;msj{NukincSD5oRcmH3#!oO4ht3|~1r=G`u(C_{ifI3GM
zFIp!vhS(>07U~nGWvA~!R3DU;D28Iem_W`3Z%(NnHRl;0y8=+r4#)a@QUJB9QTT_o
zZkzBXn<#9}-;GJ*3DCaW2pTkYKjkc<@Ft}W?KBBy6owbS4#oP#{`?U`7$ry<BB7%n
zoanx|d}qi5g^CJ-`cEG3-{krKDmcUSUyZ%LV@DKUgzkY%iu(3{2$ZwF$gBS?96;IF
z!N$qn(AWXU#`PzyUi3x4{^g!OQvS3K<&2HY^hIo3k+lAZ{N;WTf9H6^@!^l^Ft#@O
z!>#`J|NZS?SG2b=d}r(k)OvZGn8Y7a@-L4T`SU9J=T#c`;a`;1|7ZhI2bMn-)?c#z
zccpsnm-75wrsGA%{=Yu@KZPiB{~v`YGjsk^J)E19`$ee!pBnIgGWP#z>;Be&|KpyQ
znq+zrem69>b#&6V1pd~A=l=iDg-80&y72$fuMWQ;_-IXiK5n7Zic7AWvpkDCY&FuV
znoC|fgx5*J=|>*EKnsHEWuN2?MPz`}?kK3gUXJ`^Gx;f2Vlv!>otDDv<4==bvIUIQ
z$JS3)APa~F*+-Vy71H6UhOe2={5(7Nna8}>Xv77<;4A<QOqkDKm%pmu{~x^oBD~7<
ze8%M9;LxIDqpPdiM)q&zZrAXKf?+mb?qmkrVF_!r2oS<#nOD!bfBHlbE5%HJvYY*H
zJwBZS0ED7|r$C{=qFcH#>IO@jOKB@8paT#7+nu!lAQlAyHD>bE0XA^ezF~xDz8F;%
z4hLFX2vhO*MH%d)_kh@KE|&@iU2*l_Gr0r+e`k@Uy;1V4`WotAe}bQneWXG=Z5;Kh
zDQo_J%^Sy80pE9IWMqAP{e_y)_K62=FyC<>W5pD1V-u_T4h;`_i|CZ}?b5$yn281>
zE-wD&&71xlKBucmL7L<VSy|Z);&0l96$xNtp4FoX(SMfzZ%@2&#GI|r_b*braSZ2I
zBVuLFe;0f+ar*W(yG45zhGH4!O2^OAf2qimJz&Mh;Z%jMS?u|cpTZ5jSvO*hVm|0!
zC;waC?3nLg&Is?}ioO2A)6GSg>1baa^o0ke{eYJaT}R^h)YaVF-1&HUI0)jNN){#r
z1LKI&i0~z#OeFXXoj1+A>F?TJZA11|{igQlV*JIf712qES-{Cm^Ie|k>czx>EBMx|
zanDC8dTwrx&l`w?c1<qeaj~l}FNsEew6kve97`b?MfPTJYOPBWjTrwXb)-x3wEeZo
zDJvRZ6dC`#%?;V!PIP+IMOq~Uc3?+Ja84S`2ibM4CzP#XaVV&#_}CF#6tU)VQSmu>
zlWsgOF6f{TQzPA8j`&9>WrmT$w|?0)syfju1PWMTSZ3cthzn}Es4sI<?=G!lib8d`
zxyJ7{YA1|_lJ)r75{c-f*doC*&s@lCZ5Q-o^qsNOTel^<9l(yU;F`a`EFYWnFSBZA
z9C=5Z#^uTjZ2|83ZnpTEsiSGat#@S0o|7SR&m#y3$*v#cI8{kDd(Y17(`u2%`P?h0
zu_A*$i72&x%HdyIR^*<T?DB?y$<}PyNg~(D_fXG&xoeM0v19Fr2IR(O=#;tVjw`Z9
z=qeO)y`|y@wNmgyD3WctvB1Pn`8a-3q<fKKBKi-VCnQ+PJOiD1F??X0Ia#z89AJZZ
zX968ZjAmd?tSv#gRJn$(Og@p(EH;`QxHLAv4*<dsn=bIoX_}r~_>|YSVqV+Hy~|nT
zo^VI^j~S@F2pp63j(ciT6iYB04bbb4Rmh<v1IM~a^lOQiG}jBaaew_pPCfXzSzLhY
z!!TtATz=b3#@&}P2Ci#szMcMG4$<3#f7Ah1g22&J0e|#S!%@`Zvz^Q7=&w4R{y)F5
zDpripcZGg@;d`Kw?hDQ?P#eLF^DRz>XDu%vbL{TnN|Qb-)~oZaf%*>t7gCps2=!6~
z2!4WaV3c8@=3u}DlA8|>#yp)i^gtVz5d=jVPeh=8{|J{W4~$|K<73JV2kpyDprnsx
z^cG`FRFXz%R-y)h3{)bqi!ifB2BXg#hjK+x(_I*?NV-qo0iwYWH=7JvExWw9ApIpM
z7M#6MNU2(!nfT9o`5GqVm+oCW5Df7WAx*Hz+eGn4UF8G`<O}kY;BkxJ1krV+OD^HH
z4&AIW^C5yoib;4h8EnJ4ct`m)U4M-?*DI_wxMGO~sF+zfBd4#I`JGFsqmx?^dwEag
zd)V5BQVWYoC2~dzew)M#&#$b+EW`XIUUlpX4uKa@!J#1$v%)|VR|JKa`yjsu#G*)(
zcj}M9)A+_9Dmli~sQ*MYWfRlFj1o~eiIV!*`6@sPL)u;#8pg(#Ns)lE3k0OkS-`MD
zGRM)*k@oEr1F?H_>95k|>;s#0%tIPs2f-d9AsDYh_QgWbYQ!&?MMO|k-zKEY*MOQV
z9z8uB2^vwqP|M9s0Dr&rLYVy|zKL||RFMx`Oy0Mn&kv(*rX;%0cQZ^4n{i=bNCpBY
z?XU{`mnstwzQ(KO^ATC1gk`qBb*IE4jt};5tZPI^@zkLb8-_V{7B`Fnwy4>}aG0Pe
zPe=T>LV<P>rddDxSp>LONdt41fFi{;lS5Rwo!k=aCCQ5>v7?XEvTqxOF))?$<u;C;
zn_LcOLG}W8iZn!GxxiE?b~x}(ZbOKKzpytD3+a`=)SbTfEV)=T28zT(&ZtjlR=3di
zU^OA`fVddwR5(7dRj!|Sg^cbXs++JD+@5x7ZbT<c2RiAG=8{qpL@<<8CBn`5cp@AD
z>M^8^$fCqB8os_UMK|%$g|e$mL22oMlNe1iH+V<V29y1|NWPd#o|R=H$lzYJ3G<g0
zm1CCnnrRO~UkVzDud%58{yixn0mrM#U!6!*P3;AqL(L$<kNfB3<;#ZR3-?BFnx|eu
z$6Dt(+e;u@Z+A!V{?<78gM?|5U3X3o?{~}Pv+B%8`ekZSmp?ipgc>EYJ(;*e+3GI$
z5v?+Xr(m4G&4T-iWv^FG9UG*IRu(xEx`*=vX0qroTF~HaB6Y9IOHaGX{=j9xLP>-g
zBC*v+9&e5DN6&nB>*DCh&cU&@wS7f?DA_3C0Fr^vyUj3FGCO@iuk=L{C)aWzhd!p1
z2@yc0(E~9$VFqajspV6c^&bLq)|FKV0AF|M0$u}dS4Ezr!m2v-@I{~kj6=3zU#q!7
zS%SqZ*U)pu+QG83p|kvmI~`Wt_>YJ<;<JI-biRRE<Sd8zW3C~rJy|rnVzYIiK@1Q<
z1r|H`CYbQc7<&l9EkWgLI=9I@L<kaM=6C^WvjxIEI@_;tw_Op~Px$DBrq-5~b#=T8
zU!3tpLC<I-XkWWRlPAqw?8mKLR`($NYqoDl%bc5#gGEOIWU6`#@SL%-g`_nH+wG?$
ze^0$P4`844%$hUX$S=GuslrmlHu7%g=?)`nSZ}Nb6JFn6AGcjjYw3EN_8fcc@CrVx
zp<f>@NRDmGrL7Thzkh6652O1yk{+6tB6vHX(0W;F6G_10M@W+CD=9)s^9ws<DwQ1(
zMlVVw{z;Fz-f|3M^0mL|;v4V}gkF7fu3yc8fFk>sFQn<lOw-#r6m1FM0suu5RoL2B
zrYaw3i6RGOf0f2W$Dq{^&%V=Og1o#JMGq_uqr=1b6qh7oF_PxVsOW$*=1}SkR~W*_
z$LkgEUky8W^zSQzM*1o(ZwFQB)EIY~&7U3u6$BsIYaj$DIi1*{=@$lz5O<_1p_g+C
zDa1x1oJawBXom#B$Q7re>jpfOFY#!Jl=ln}1Z8136fK7Lu+73ML}M^<$VFLRhiLfU
z4ae|VecFX$P~sV+0%vtTKM0pJ1USdEC`o8f_9LOeZ7_3VYs6L`a)Bs{sCxP{oD2^T
zOIb0-3n&+B{aX-Nxbn`&0^zS1afsv?7&x3RooZ2QFKcTfooby>BQH^%F71np%u32_
zR)K|;Nm+NjsRi?mjqXv6L3fRJsq?+PcfCQ4y|4@j^M^-UxVTeOQ?Rm1<iCfi)wd#g
zFCa4MG}xJTs^T7QAnEgM=JV}@EEDE=b}*Uy)n}7Bo0X@p-gjUB5VLjIs-4l{^|-P1
zdt26_xg3bE<9f`0eb@9D6JG9h`3;*|-qO;v`P0v(WL+<}i7KppAH8%jZMAX*pLUHN
z4rU+yJ=cxiNWLkx!z7H!ab{o$#j0d(G~ZdjWG~Cd9|R~c-sg)ce+-nP0z*3*t$h)<
z!~W>}7iU9EX?7VNXVL*qASeQeFsB~T?(2F^PWN_zqC-fTXaZVL64VBDjwHoWhI3NA
zr$I$PqrYZ5zSzyNV?F5+SzF3}2pXI<)E=;u8B~&uV#u%tc+ZcRh@sq-uZUadcY^Uf
zI=mpj21G*5DR%?F#STPv8=5Rx#qJaw(+`md*i13-4e&6M9n4ClN>hy(K0}m)MO<Ss
z$hp$6OkH)ZYWm3jLdJU@+a6Ba6LHK7I4zbz(}Mk({T<IwsZZU?P)<%%RL&C?1x`Xq
zOY2>v_XklqL)63EGE5UECs8?3Pyg=judM}T-y5^Di^?i%hcn{i{W&4oI4vr_P4*E8
z9M<N;`^i<J)2bt`wo|!JX<x>I$-M~XEc>oVV?u<0J}ocUs{5zg%%{)5diZ;eEHZT+
zH%i(1n=I(t(`auJ6gUliYYVIUPW)CVmkz--sX~AINY~BaZq!wP{9g21%R=R?m{3&J
z;+oI1iup2WKQnR7P*h^B(Mb7d4BQi}2mlwtC5ejkC0ccOOC)&8vdIi=Ftga0h=bMu
zB_1ICxzmDGom?t==rXVO@<ZX_Dgbx5@j!v`^Ddql2LT#_ivrOTKG%<fZoSv*U!3|@
zysl>~#7#iXnt=O}d?p?5!!pk`1mvq)F+cuIjLYdZuayRt=eqB+MqHBpY<qDw&7TjL
z2b1585GQ}&c#~ENd1Ir^h&D$Wwad8v37x~2sp5@ThWx8wDN7<;Y#CA5oSLLTh*|0`
zSAY0hF=+}p|4k`q_7&6AEJ{k-9GuF2@L6R6;yYn7^v)PR3<wfinuN!Ab&9bp*eq2A
zW?J;MG8DBnbV6u>l0&E9a6ur<)A~A?^Ds@$|9MJnq5fDpZTiy*#+P75F-e(SJyXl`
z^K;^~R53{<byN!<y`S^-g~4_|bLM=!X3f8Sv-oCVcUJVRsBEpUoQiWl>dw5?QbeiP
z!Xm9AkCu*t{ofioiAgu3=8bLSVacIRCDPstM)j_#?VcAeAk@r0@@V1v^FiCwx6d*7
zdYECKCVS<)FC@J$uDzeHSDv4)hgF3SRiD<Gp4M%m$i2^~y_H|4(Te&29v}gFs88wV
zZVV^~xUUzI3kTQ}$EegVc38UG#@|2Hypz>YXyZzM8B(b(zaCr7RlOQdGJe3I2m9I5
zIl`nB>T!o$EPk}HvNjinL6hhNKY`gqaRHb28kOGrMPJE3JycG_v1+L%z9+#%BwW^Y
zx}Ryi_>roqg7|^s0NUB9l)Qsutm^V!_hv)?`Fs!yy|X$+q4w}g`&O&DB+c%y4!8R(
zK2za^zVZ~yQIHKP@AYRtJYC4{h{hes8~Sf2LGJ104>L0bMhoJMl0}$k$DW=yuQsj`
zy7)gW6L>w<TVf6dz6V(NP>rPn88Fwrd^nU&l?aKU1VP~aW8?^>ZZY6Q34P<bBlLpO
z<goc)&E;^#(zf&XL9m>m81p1Gz<0Q*65td-;wsZT>;^^)(wnd|stIhIIa2D^g~YW~
z#hb(ysfy$`abqmzhP&DVi3O*6t5sDK_`2?9eNjhMzJiO@R`=iWbv>YQ1F{ulEH!O1
z_2lq#C{PdeUcGw7S?E_gulCOPTjgBwL9w}om1->q#~45h7st<{s;s!IxKedSWuf?+
zRjsP3$JA^|y|l_Z)mN~UbLQr2)TnN5ZvQfDM+ob^012fRU}oAC2T?@EPnuR9f4z*_
zTN9f^3*W8pJJ7xKf~qKB%X~j=1VyggFJCi%xx4nhcR?vT>A>4c{Z{^F)@AG=i_oqq
z4$$()$}|dbV4nc%56d&^tjd|wBF}Z3L0F9W_@=!&x9CU1ZGp;YGi3+>_T6WJL<ZyN
zqgIYBHXD}}nHR$d;m$C&(@=IVp6@5r-us9!Bj^v^#sT_kq-(%VclMAUujx*MfQ%Lw
z9kyI?JF}JL**{NQ`2j!j(1KuWF#?R@$Y;5{X4P$q_MPRM4z=(j7Qzdloy6Bl(%KwW
zv^H$+b)(C_XJY`b{WQ4H@4tqUR+U7T{F-a?ET1GlD%55_M1ENyZJXTc(uhE+^bdEX
ziNAG$qB}S=BQ?WD^hXc6M#<BVndYB+jbE}>;K&v{yu~|$F<XP~W-aV(FIcmA8S{m;
zCs(1tDzXh#E{m2#iIE&~Ld-aX2_n89C*Mvoc4>wcPOulk*CroPE0ZT+7iw&pwKAhu
zgm6S|vSaXoR{AdZC)l%T3g7tXc8X?xoXqhYf7G~l1GbMG@w!+qoX*cyYRqYP3W3>K
zr6<wI1*BfO#rPMjI|6fnbI8ohPf@%QW+Z)#@3d&9!4*+N8>5<{DW$#UrDavwyM@KI
zNVvYPKULH_B&DEmLFQURz9l8}mU7rK<Ffyl$0LM+!XweObQu<_x6^4hj}JS7eX$u9
z6<j2o9ikL%7x_%55sNPXwRrUMb;`9DvfuM5`7>r;J4H6yAV*MuZnp`{wv-$-|KY;-
zS;=ME`AF=Qtzc^5y?9<rEs`{Av8LD)MnOJAnM`N(qbo_5NTGiuaDozQO#`^1n{w-}
zfyf6X--cLQN=hlzs|q9e6={6-Ff>sDoZyVtNMiMXLMK1=*vebCi6pgnznwi<8&v*^
zCSahBUCLd)y?*?XbvGRRt*M8(kn88&kGf}fO*@l=krgyvn;i5#9;_qtMN4xY9rsVx
zY8tukIRbNz8sb4f9ms`k{ld)D+8KN!Ech9rrR}-ATw&xpwhsxq=iGU(@lN!T!V6fM
ziPu{jZyu&t>J^RrcWp&XQM#C7GrkslWvmr;%scU4!8Uq<ugKtr!e1$v5`9iBCxT<H
z<cgOAi|~kPfo6Wn&ti}W;|RwvE4io0#oNF{D8tcsgvv}BkvCSfyq`4v(yp-GsnVHg
zKY4d|SLI+&C7*h8*B#22RZ@Pems)VD(}w1PKpOgsy~6*6kQ)ABS(Vcwv2@V9sJIeo
z4WkaV1-@JKJ^b>6Fgv~KSOih{D+y(*>e(z38jj-9X`*l%0dtFeIyweENv?mHEePOZ
z&f~woimI?$`2Kz@M?AdsOkG!B4!x{{QS)87eo(4A>LM|hWq`%1o=dOOj831g|JTO~
zxs8|Mg0V5W<<nI!YlI8rCv*q5j=b76wIo!{Ty^HaxQ^O9k6H8MRT^p6=*HhXJ2DIJ
z_xni?7HzHW;~Z{QSF1=zQKG`OCtSj)`RmVvFo~Zd(a{)Be*pLTlwwdS3w7JPJiVWV
zS#~fD!4S_Im~|$6Z4e$YKG=yk3~g?Q9#gGUXP5$wxei}nBhMr@(T<QE7Cl6U{bv;{
z+38g)C##=_W5O`$RnK{yrk2)VvO_c{hhvpxbi&cG>2js>_B$8dke%oHUq@F`{fXDx
z73Wm0ie>@LHp?e+=RrD`5^6NN0Tyou9Ei5XOKv5r6-^>WgOCq19p`R0959wJ4?qYZ
zM|l$D6q*RxWP}`%gBauk%P%V{Ttyn&*gP{R*x{_tA72)%G1%v9^APoqlL2P^W%!j}
z;&#rlkUslINo}F92Fyzd!K;KKe+}V~+h?#8HAUBqQD`t*d^~)ddx3PP@mTFY9X?h?
zLYyXrb`_sNJXlMi@|Sk#Y}(Dh+~(%0VkCS0+S!ut#kAqLW%{KhHTEiV#cSA{yKqKb
zw0CID-%8Z9D8tZ^kx+?~lZd(k<8q6$vom@Ko4z1y?f=8`o9+vs|Io;8_N~Ib(~%Z$
z^Zf2a*vL4yZsqve(RH>@Kd7oDr@RimZe~NgiiKa?95K+Y+M7g9(oTtmRl+0aBl~%}
zB7zJ{APYY_F3e|#$ea7K1_uhf95F+)&#gqE@Uvfh7cElXX0riSC1fPiw_kbDFo<~J
z-8MD3(x}*uX0*Iacq|LSO5Onv7aDmMEM>xERE*YYhvOb%yk{f#`%E%CQg0_tdhwZh
zSoiVqAMVjdpL^Oo)}kff4hy$CbIouzy+*R*!!ld$C)NIF_i1n&<vvp#=hK5S#TyX|
z^81n7@}qsk#)@orH%Tpay_ifz+uL26X9HzUst=tUy&qr2%$Om(Ma&S&r%^4FpQuqx
zISj}FcmosJiN<wVrRUgL3gZADCt)7E%vw^C#DAQLlXkv(L7V`5jaDf=B93i=)9f#E
zqMD2;{AV&7B2^@~_GBPS=N)?*JjY_C6)!p*P5<cV&}b&R{>0UXg*6+q)M=LrbXH*(
zqJ9q7;-d`yPp-2J<(t)N^FSPCG&+w?Wvj~BVp@jju>C>Wr(!xldGU6YAAxIpZjZ83
zPoE6bGj3v1W3M||rR?44(x@C=$!{;Uk>86GEmJz~UF3%SVEq1MNYjhMwTwjthaw5R
z4kdOkLhyaya<iKQkYH86CdeEn0~iLq>9mGl$ojq%J>V@B2wDtP!d0gu5dTB{3l$i#
z(;g{S^KBB!8j;z;?7OG{5)?6t48Kf|OFtNVdyeRGhPJ2jXM5q#2-zf52BSoRhiT}X
zcd%NzcYXTa&oZS$3U~ATlR=(q&xf_57U|^~*OxYnPaj*tcUJG{Tt>F1>1mw6v&UYB
zHx<wK+IHc=sVX~+><_#cch_%;p3Y~kKqHc{Yd$p8c?5+*P)i}EACx)ecKc5YKu5^B
zFwh`$z|-qAiE!v(`+T$RXc1(w55AeuVS3_faM^e{X3WtQ7|G1IaYTsTaX2>wuR8f6
zZj?<TrhRl#8f@PMkQhCiaiAJ96ZF>Gm2Z9AsSuf%!5<zRb~~z79~z>K(4?{<axc*X
zin*|=5+k;e{wSo!O*%tL%dhH$8Cq2(#AQa1#pQ`WTEniuSe^=|M#Au*9b!mS<D;Xq
zRhg&96B+l%Ab$)RRx_S!a<LJ?bT9hdO6i0EdX1{h8ZO8m4m%c*2C1kYR2>0DB-_2I
zg~i6LU`p=A^>ww5l_|5B9P|gktM?svNxo7jnL>vj<(h`AS6W;Y<h?i*%z}=>io0Ii
z6wcPRRH(Y(6$h*#aMHzN#(H?0vv3)#8P8#V2J7KMn^okEaRZs}f=Sagv2Moa6|yVU
zsFtIH%BHLPseG`5DB3(-M$2xw;S)CJdyIK;wPQ>7o#kiZ^XH>xZOk2(0{6!%I_e_|
zQe~cGaP~Ww*ad}Ub}@IQ-Yg}bkD)9HruunGMQIXpdbl}Jzyecou%2^?nPLsiqNoZ<
z6@w@gjtcaoCDB_n3HY`4ZrKFtS+mb_u-sUov_VxM4-qKJ{F65+3twm0y~m=bu#Yv_
z(|XnH$kb)&0z3<>=U>3ed-9I7jcT1X2%ZQ{Z)nFqyr&(cE2bUFCZ>5!OGgVN-!h&?
zDigC%3UyOW>@j$~VOa{KouVnP5#qmLtX31@QS?8_5G4E5L;Q^OUkx4<A*eUcHFe;>
zHNv>;-y6Yg?}q>y2{$mjYs5LJ3^OIxCD!=OfB}zvogx}1ub7{gM)HmmU{vt=q3O7l
z*ZgN;Xgn2=-0%&qcnbbn{0%s-i&cyp--29B#ZWvGMVw7YqRQR-?E-M!4eAvV7CTHM
z=w~ob`im%qb9p9n2>g|1juyz_VF7Kn#gYLZ#t#rB+HKwTt)-!%K{UXA4L1RNDMS*C
zBa8!vM#4Z1$4RR)%c%fC!}%bIz!h@c!TFn@=uet{t-yEf36<;89mA_oFio{ZrL|_R
zo1Co?m_t23{jedo4|}XBGU>X?wJ*ej`+;t)uIrQE?69vyPSp<}#@3c8L&-^06%sO0
zgnbIaJnBt=DJOHXh^G=-8xY<IZr@iPj!IcA&>ZfIq@0zLm$g8W3S$0l{_p*CTX<lF
z>*@OBa@c=aBXVyvzy~q*?|)M-|F!ofgn2}S*FKlrkT&A0t=@ds0`n>$+ZLZV3he8$
z{CUuwg9)MU%4>P?4Gl`;W4B+@jYgY^G5I-A(8h;NZF_D@2+u&K8!tLW_iZ>#p^#KJ
znrT1s9fm7PkVwe2SM0@>bVC7^aDcbLyFiT7n9e|lEaZ+&sm1qLw=4o+vF0My86$cb
z__kgAEV6W(WZDWjnGlK80$~nQB3uk}qcN%k;t81jEIHoGre4p(gQM(s<F&hbh#QdO
z9-pB1rHA8%0q+v@=~SsuI+b-)M>tWC1qz;E99|QIPAM}|sdm=@kk>40*I7A$NrS2L
z^Qgp}5S;Afe{OyGKpl^7u$+CZ1SQCmuG3{{Q}kj64MH~qWKB*w2H9-*S3isf-`&L=
zp+fWPoxon;hMXt@=Dd9RQK9vZ9+xhUM=}MUS3CT7e@>Tb46%B0@%b9fl3@~h`a?t)
z@p(a5;pnde$paoR(AZHo;k<!lw{{|h_(`AuKLhX~FTM__2MHBKm(42mFbj&+>_=HM
zg{r3_?}{hbq<PbhD+PMWQ3PR(=+R(La7Oaj3wZ)*$B>KAokV#>muk)Y8!Zq%p-mL+
zYC2W~WTFf3O@2C<E)^HgS92s(#k&g4U93=38E8GBorN>;4{2vE&cYRu9vu3nM*??Z
zvqer!&l#aUM>|MQ%w_$SMuh2~o_Hu<&-*KVl=l5!W@gA#g9$GlD{NgJzf;A5+0^Jz
zs1q>JmktEFQF>$-7boITE0NY-8kzU7Xyc+li|~sh{3gOvNwc*~E|aIBwoh)1GN^__
z)r7JT?{520QlC%#phjpV>>Ke(AQC)_2bgUfm!R3t)JPam(~FV?$BrYS8Ul~#yA4oh
z0fe5Q`DbKdf?(EyLSrki2fp~NBJ}rQz&o<ir~^5TkOyK=r*PthCz;9EaHy0Ki-Gw!
zN;#&J^0#HDri*1|){S_i^n0TSL{-*HJY<NiC-I~&Y6e9w)I-exciP{Zewh|<uDjUx
z<R&BOZ!R545@h$96)DI>;S9F`qT%hIhdG!tb`S;AIIRR6^K^eAOC{v=W9aK_x=F$M
zHP2#Jo(fxjgCuZ+-UkzKBC;|6gvxOSl4y_{LI@CY_)DNVu@WA!Qkd895~VTVp`bC$
zK`4H^RU9zH^i^2?G|~t=pq3cYIWEwESeh@sn-tO98zFmpJP|NNL?#Jh5G)RpW7{JL
za@7;em*Zt{IXYSEdMQcOdwR#}8-3dC?NZV23LY`i^rBAx2%|9}fZ>bz-bCzhIcclN
zm`}Z0q-|&#3g6(%95+GeR<RmENM<qQNbD9(=I7zUl_a(9gBh|J#XF1I!+hsjk#?+D
zr|54@|FwHPWSEG1t`NinH~xBzK_8|Wr7Py4OM6}Jtv|+U%o5T1l-2CJ$`AgB5YjL-
zK@_-ny0h4v0gbRE-6SJ=P^aHpn2xl8z=(=2QFa<5D*44u=ParRNaTJ%kLW|K+1IVI
z@uIPsGXm&F!Y@Y=513}Tze5dttC67LHbD5_N6%13^~&^3**Uj%cF1`gW0tT*kYcVe
z7sWZomLij2%|S@8G|*L_>QXoco@{R5w^f7Wl)01zf5P<moj|w79HM4gd)Jv#)k}=v
z7q_dY(8Dh6lK115ThF0D69c;RQ3`yq)xaGEFyfq%{p10#JQRDOsL-)-D4LjAI7;SO
zQ>z%tpgc*GvVIc${H&#{s`;8p`<dC#4i(oJq(6RI(=2g+qoS}X`TJ<wP8j+UH~}(|
zs2*K3d<?pDa&q#tM3h|Y>xU--$v|(qIO6snfX_sEv!H@<M7e#)JH7~x%iM&9gbS^=
z145!om{9y&^RV*$vaJD#lrazem|WrjUS<Hi7!<sr^-Q~D0tQ6%z_;#jh1ogwU5e@J
zLV|J8r7=8OL<A5|fS)PJu1x=z6qSHGQC0}-c%Y&m=h4Ly$Kev%<>mC$&#H#QACHt~
zL;tK~fbZX{SmRvqXP@9oy6Xd0U$(zz-;(R4G=bgbg5x!D)YFC?B=GZH%njz}wx`x7
ze+f>{?qA8?lbINyE7Z@MK@0Us^pK)hfusRp*3Hh7d>L}}x3pkk2zATm>z$2($W$3c
zU4=Y+7$6P|=7%T0r4K=PB0pkamOg}>yPo2+KVjbaKQYpTV3K#yvZZPx>SI)aGy@n5
zW$~lR3@ybSQMHj^eP|rB&vy4kJVEKgIIk1nEZU9JA=o!44Ne;rtxt?#I|)iKm8OI-
z1U}CXiZjMh_7{9@w!N=ja*@;?Yf2O+DuMjL2Y)+>+?EyzN%<Af)>pfrr|BBAMGeD6
z7Wnqj0YH(9-0{4L`QS8K5$Rd=Bxuy$oOyE?zeqj6wi3tShy+^uJ21fSgMAzZ-b&;V
zLOo_yQ<K|G6#XN`D~e)l>yi#)xBfEdxs~?JLvH{OpV%EnZ8LTSb;<|CAAT8K>BAI$
zA+-=xFV`Bfs2x(Fz#1k=^i=>HMUg0q6(I|8L(2i%$-WYk6|S#<8K;ejk(8Hyq@=b=
zUFJB7xzn1|7n79wGUGV-aX=mpGf_fiY)~wS#9sfNel%u<ly3jS2VsrEYXn}*dEP+f
zkQj8W-HV}OUi=Tx2AB{*HLps?=@CXuquZ<Mu$3ig`q25U<NbgHIDIq`cplg<+F?!c
zi|<>Gw>4>yUS*N&LhwVWG@M-G__xUE)Ya|=8sd?hJ4MHErF<cAOfV2!P!+#Oe^7#$
z-I?z`!M5BydyB<9=(4V$D<mq0r+hD=bRq;v^D9I&W9z40e;QL9Kb99pH95<bz7CoY
zvLXfWj-rQRiWmh5W#S{Pci_Ls#4hFv!oOG^8OdUX>Et;Tdo@0VNRHV=VG4cb#XL5U
z80)0yic<1QO|%h;t2Lgvl7BxaT}WKYc$b6cbPeb&8aOWfU4$(UXS^i^#os{OL0E>x
zoRy^8=Q`%Ium=1BJ63hJC`ulTlCzeWn@nkCu3z6YeC{}a><|huFsI%PzVs$QRBV%D
zMSDO3MW?%u%?U9)AUE3<U5OHcMXAY6Aa30C&Uy<%XulmEBNaekL^Ilb6#I2q#vs&`
zCl7!nJ|_e&hk+dHrNl{FCn(?!_~al`O6H<%AHctn74ef6bF4P~-H^PpL6{k19Z#H<
zQT*XMwQR0~FTp5euS!R6J`n${IWY#BvF(ApC@8P|0cYSD2h>m@XZ!`qJ2-b_KJids
z7~oxl&vy2^D<DA22d`Zsq9zFWRnVa%MjVJF2OAY}Tpz}i$rf8R>;MOUTVd=~3Q9m{
z7MTh(nSK>|*W1Ba1briPXiNi;JL+6LL$7LHvfltH8LaR+mL?oBk<p~$2^`F=Tf>lA
znP#)=cwCQc5`Dr<<(j5tBOa4xJzzz=`F;9iPM|Cvy-t-YNPe9`qduiRFP<$FZ(ysl
zM;4EP(;x<R4%1>>S)@PqB95UC%k3Zy(<b|7J<g9ZlQNFi?u4y6(e<N`5?#77<{2hF
z`Rl=us+72%hJZUoJg3<AXT~_Ca<G(t?@?46z9`5h`^;4yQ-g~Sd{lIJIU^Hp!xaeJ
zY+o&{=696F?tZM)R;Lr8xScn7hHOi13xF^cksL|tZ_b60#f+{&PcF`PF)M*oAzsj)
z?DqVKO#spDV6B)%gzA&f^)3a=Oa)faS;<h)S=%Uef(WPJ{g{0_PCzArnnnx}N^zq{
zf&#oU&{+{@e(PGgME-4A9u_311p^tKJ5<4uF#&|9X^<q&=g6>WZJ)T&fKp&)iW7z$
z=3>2Km(|d7aH*W}J1j8s9UMV#8an&&d~J12NdkYM$xgE~yu#dk&1i1c<y@PED5GWO
z79qGeT#WHSq}vm7ReT26*$mp=7?`DJLBS1xyIqAfXoYzAcoJ1f!l()3+2T2Z1@gS~
zA@D31eqhR*9~VZi)zl=k*SmNFvK%|<LV$Ouem%BG6ME)!A?T5@Fl+Pz<6oulal=4j
z5(%Krj~?)EFtN+zv!&u-@%=4`cxSGEElqv2@qE!&5%?X5x9SiD<=@aU)oO7q|Mu<Z
zh}#iLMpdoZw#><n?AYDm@4An@&nCzL2swckp(A10VP9vUFA2}WhK2cz+MJ;GhgeQf
z0dj=0Ec1Mvvy^}hF;K1uw}>4+t^Jg6!Zk!eJTP8Bw{R@Kevd4~JV}4wK-}<;FUD1r
z&{L<jVwR%c7%DBL)>yt57Hp$%qWBj~jD6A5PNr4KPMLtK7)@H%lmh+sW~NW%B)bj*
zP3D(>+OJWd_Lz(o8^NZjk>AD6loURw_MQpSo)s8kW8V#&6$PbJoON+Gr^tkYJ9fl7
zukTs_&lS*cu9<a{bj{t-#<3wct&B{muWXX>$-qT{Y8dMEKIq~SU!$So;>c%$)VdMA
zo*-5FGKbLSrhy>__ysaJ)CKRyqUEddiEzLX9TsX)8HkjpaTxFub9-BU>7H?=w#4hA
zE+L!wG_)|Pte+=ebD_5Mwm#mwD%8nO{J9`8frmlayT3MJY0lhlreecn+t{(yK}LY(
zk0o3FI5fVn0J|X4uwh&C`Q7&t#*D#)BRdy%cFy^iZ6!|mzNpmw)Qyqowo}%PpIq$R
zyo-eLbHl^K&A#(|TpS!61d@h^hCi_D_M}aJ#NQCgP#iIS?NQdSrw#5gu$v`)NgzkN
z;+{ftlW}2i5Vok8dOm4W4T4Lbr2KO@kM>ZQ5ih_$@(tMmH+~Ala2>~SZOX>VsrFGJ
zP~vF_aA{|3-X$EPCwMDznEn#{BD_i>AQcqt7%{>O^F|LJ1G*lz^@4;k8z3-wR<v+n
z%mq)`-;eNB*bUkcM9JQ{bD6UVq?l{z_+QL@WpEwIvZk1snVI>BEJlmLvY63gu$U!_
z87u~inVFfHnaN@%3-;JE_swj)z5h3&<Afr*)m@d9ne|m=ep&h5#zXOIMe&M=B_OzQ
zd2<>LIdpC1$dK?U*%I4&91J~*V+B`ZbQ~NOsROgQ_xq-_i`?uG2-e?#Fw7GQmD|0k
zvflmk^gZCd%r!{id|-1Cvoh+Duu$_8L>_Sc7e&Zt^K&NuqVwH5bq^@*`+YHy9MDN)
z-BRcIcGDDR+ih?c<4rrW3B-rJ&G%m;jdX<dg_gQTXuY~!qx>n|3F9|-9`5eXkpYb|
zJ)C>xjjylm?d^AWcbxNF8fiu%cSCUoK`LCZz^Zrp7+2c6M*j9WqY)}vS~7H~;4|{e
zz>w23h>P#Xx`qaaPFJej*`I-WTf?}GR|x|wKl-}k15|-Sp%%Wc>N-%}l&B^XGy|g(
zdv2CFd)uq7$lx7Bh_*~cWschuoz&2{N?2}fjpV@>+`H|>eHtPjfL>>K7dp?<PL3rQ
zk7O|t6Xjeuy6v>0BcIf|er9!HSHF7pb-w;<{rp!>#Hj^$E#RI3<GY<YzD@0o=P_H}
zGHLK16TvX_eFI6+O+Xy_nG>wfjjlx(I}CKC*6}E)>QEPpSfIK^pl@P^x9p!tSrChS
zPuH>J^{>C#EJ0s)cB2|=HB$JA>hDuzvaQA967*1CK;`ip^#Y6`CP>p*^3W0(_t{m4
zw`h#M8|Z#Jhkz2^rx2VDWPwt_u3o2Opz}JbUp#Mmjk2t4zmMWO$N6=<6c=ZhX-E&H
zyY2^zPHixlIK^QelJtf3@!1tu-_=JR%Sf{aIWp8rye5G318ITo-z&R3k?eBQ$%Ezx
z4C|C7-A2Hv<q=|CaNAew20}M{UE1}#`{~~HVl<>%7j6RPjz_c+U?p%<vSp+Qlp6!7
z$&rz5w=D~(_ocRmD(~KmWpaI7Z~?%0xmLz@n`v1BD>Z972|gQhCQBvfJb+uLBJ2I-
z5E!I&VQ$*;cZ0_s!AP^x740)ljmHghLs7amR^dYC4pw7fo!$!sS2%(aN=*9f%DXPR
zJiwnhosbb^hysB~y6W148lGi35@o9y!I$0XOE9h8xQeK>BYgH~SD^H`rC=_*DO|Fo
zBf}i2P7mG7sc3CX6G`IXIJJp_X-rJFQ*S>hPQiQL6(67&kDVsX_A};6E>~c!J~b7u
zbRG_gb;X2@Ie1k%DZU39M)N0Mo<@rB+<PA3Ov1J+%E7@nK9}uUmC0-nBQT`2QD<;-
zaHqv(yIk#f5tZ@F<$P?V*>W)|L(AoKt-&bR)A@X*+Ip2MJ!L4Sx**g9K_^gD_E%&u
z<`o-sg&p3cDyHpjJ_7Y?dBz_ocyZ(O1Id@wwT%dhElX0&(+S(0llMb}UCzg&9?BWl
z#pJ_*m&ZXtZ^x0ef_!wYPY7N_$PIGWwP-tjUC|#!1=t2YDl4f!l2D)t1@%yfy-yE^
zeZ(e8AR7rzKRul<{d{nEFl>WdNh3I<h32Y0e8nQ+p{Ot9W;`cePlj~NNY27Dte`<8
z`?br)=X#jh=Q=)1+hLe;QQL9+Zc%UYX(ybS_oD4);N@VEDfna@P?+v<-dqEqsIZtD
zD~h498j4!{vS+-{A~r}xJKNndb-ho&^8xqSbTTuta3<1K{jXGXA!UddGrIfnjpj!s
zJ*}TVs%{jAHn7cqp4l9qm0Z9#+(K#**7Maav?p*_D^CJXs+&v$L}#C#rUTDdq>40h
zXUj9&KY-|o<p}6hKX-3ESS-gCVwEQ$thM}X%vL#!Fr-bTf*DW#5kkRAx3tpYWtvCO
zP!|~c?|8^1ehuL{>49f%+nwN(j3#=Wi&yAieTqz7(R9=`QtRKoVIdqT8@)|39l8HX
zviJ+N{|7$7&>_{LkR-`sh`Jw0CXC_!{=QTRn?|ocTUt$gs*Es`Y?vQ!&W{cQeF7ZG
z5?a0=76nBSdus~|16JW=;KHc^yzkq{K3i70I|?-RAr>VfW3A5077&_n_B1?+0gn?6
z4Sy6hxrSGP)E5Pmn*kPfyU3nEz%%)Re88ZFdIx1z)?o$-cauXM;_j;D!|e+&>rhoq
z%|9SC5roV=^E*<by^8n-ukh5zSyGFY?31hl(E)(<V#WHjDDg5MGEeKT)z;@TonX)H
zhu7^6yKK@uTNo!bBe`9~&Wmt@yPzm{f5{I&9(vj(O=YvZKX!61Wa(vbTqSkB?7#nd
zeEj|MQ5##wX?hJ3Ufo_kh7_H5F9v?q%q<8d(x^9b`djSL2R8mNf(zjV$sz0v)|sZm
z;=;_1qnz-{*7KIq$__k4F=`Cax#kEzkxybr*g-wnM^`W^G2Kcyrr1`(P*R4&$RNjE
zM+aA^!LD}bVA72ivkU1jFXdW|`}=!ce9Ob6;eecZ6jRdTE#fLPPfGOTMLFcdnQUfV
z*(SxRC>++EneASmyHdSK0v=_kv%<_4pIh^_M{W0?l#4npXZ^s?+<xNcoU%~P$gh~i
zi1UR)Jf7WB+|=|*54V)ET8|7`4Fr=98y=f4EaqLDm)-BRl7Nj(-t!UL^$&c;WpxyF
z;(zV=J>H_4GpsgQZv>D=moIMO+^a#S_pe(w>p<T-5e*$T96}KGkLS~KO?Cio!p1W{
z6lQ1pK8|s!E9bN38iD{bFeR)rOfSvahrd*|vj6&itGyd_nnstNh&yIEmcKq0UxPGg
zMFWQf_fUPN|9H9m{&mA`%u?{z@?>&ivT};LZPS~(qkI2htR%4sVuVEuCcsqo`#A|6
zOiB&gclQx0-f<4KuNpImELjFN#*M4?b{5Z$K~5wYWCdg!W&$Q@yy3|WV9;Y=IiQe7
zmrWL$T9)|XXICYNYg}5NW@tV1XNwS^!Pqf_<YE|YSi6tUO-uG8@QGhwDUod0VO^}H
z@?-a0&hlo4pou+&1R=B@313lSLBb#|0t`^Z&`GeHevm$*2lI(|`p>uw1s0I%Pp1JB
ze;=-!#&lX892{h`WofvHx$Qv0fpHLOfA5^^#0ram3ZGP<YS%GpHEN^>Z!kL87GGX3
zs~%5SN2qenwTxzkEJTLR33Qr{M=+EQu3%MgqtFSW)YOR+W=#K_Ei|JNC9=e$UsMb&
zt!RO({jNHQ`B|HFXF<!2R;vwxr|NG+wn=&nsRzyPD~vMSK0Diuecf0EZJ$#n^z~|t
zeG;M5>aiU-`ao3yQgyKJ(g(@K0?)@DgLwP+rI;uJ>N1gXbJ1bj196Apzxss?K~A?3
z)-3u@O&~p*d`jf(Wa-SwaXL9DcYAWH2^8f=?zIZ$9=l3x8wQyma}qDB-C`yrjKRt@
z-zUCFW4(kaf$krg7%?@VURfPHX@4*|^VtcdK5xAckb=JJ+>PQRWig#)vC6a9gSj%`
z&*P{;4ip74W5AoijUIs~?BWuPCBjXxR`^j1gU4_AtVAJu9IjnA_IA8#O?u?a&;OzD
z_|1k3>E$`zCE%|kdh}+F2zhig8kEkq)Ra3_mww6jv?}GVPrF`xH@ygB#a%%6JKImv
z<1*oj1D<)QHKbEK!zN&6b_nJFgCjt&cA6g3R+J;NzT>*Wh&^lm>_l#(dZD`e)@|e(
zPJsE7tiaDUs*|%GB;&9<XO<JzPIo>&Pn)FG^u;wI0K;xUnoY~={i<Xnf!kzJE6?tL
z*<4X;%J)7Nb%wwQH?(?~q>K$!6=&#Yp9Ertp<y~bY&L2u|J;g>AH8RWOoOu=2i-ux
z23t~6;?SA_gy~c0MG(Q#0G8C97(_5aU6<g}jt;+3h#UhuM6Ev>922h*4_Jl(gd@Vx
zFe}c6aGYP+4MZZp1*U>E6fee@3?by9)|6Hhvy$)(7w6=F>F(aO>|U%$=cB4H>#ulq
z2Q{J2!G&`^Q|EwvJwT)K*B!n!_&O&W*8y~?<GW{DXm3p}7eqH*BOwFHVgY<ML?Az%
zn~$va2$;?Dk7G<{p>*C=3E8MbQ~ehX#<fy;kuQqR$BHi|tdAxtZZL^M78>TBK3;s#
zeAwC^V0AR(&$70#zPejz&Gk%eYv0h{tg}#Ik0mvd6V+n1JdoY%dNi853QsngKc2s?
z3g*Uj&=3B5OUs7J2O%sY!XM@w!HNYL#vkF!6u8Z8?Igd)vPm!MBG17@20mPnS404j
zk{d}*u8)xR;hdkcXh<D`+ap;^ub6Ss+2z!3{^2MZa`BWBi>otCEovIg1QA1_I#qX2
zNn4%quLbMor{)?hQD<{S9$W)HJ9nBNr2$!Kb06PG@KiIlc6JQa!ho6Mnbet{HSO!D
zhLX~a$={R^1kayt4mW+?Us<9CiM(zrV#!T{b)e^st%7uhj^K@cq)Ob%-;TNQJRzXM
zI$~)DxY+Ev?ZJ#FKC$@9M)JYP)s}pZN&5?%+NqH$Hv1UdA7j7Vd+N=~yNu&~o)5FO
zUFY(;^;x3FUS_;mWxU}#=CanaQ=r)T2nl~ZzXv>=RX&~DX3h1c7I>bsy78(1hU;!5
z0C-eNp0t>HgH=kirVK%lQ^LWv5cl|2w7#>#n|TpL9ohHtVNSy&h;4Sdhx7Oe%Q1R3
zXx7#0ORCzEv8uA#43`Zb1Kw{E;5qgu<&7e&M6O$Yz{KOnSV^L7pp*RGZ)_GMTg6uD
z9AW|jA+ELwOx8_^)Inrtt|_98GJFrX+?-o8p0MO7?-l3LAtWTLBs<DUBoTq{(HT&2
z_Gqn@=L%VzUzj6VnBi!gonM;^F`jtSHJ4JZV6_{OU*QM=NAS0bok@{S(dAJDwSyhq
zidem+NRTl^%TncFM7IdM&kQt5$61?O!thx%_G2&SFudo8hf`8mBCshdjA6+px-?`e
z=5j~uDg@-D{!odf^9qiz#q-DTS2M7m7T6W4ul9Jb@y6If#<PoA@{0=XAiGvi&rU26
zO_js<d{uFhQVEKH)zoURvJZ;J0JwZ#eciu5zizN8JyCS@F#7xiE_s|Kp#I+T!o!TY
z*i7)Fqv4!}ShA{;eFk8CTqkQhq&|zX+w((6Pr){!Q<ta*$Ss4OJlPkv(k4C)B|1F|
zzZV1V7HUICsr%b!BNJ~0hkX%o1($ylgE8}sM}iS_JxDP_-8I0C@VhyffDa<YyFNM0
zGUFRQVO5u8<(IO)G@lM*X<)0GSq^l*q<%(%L$y`KvWg(VZBWz}V%q0v?wH6HR5vN6
zqh(@ZWL$6gD&y@9TB76}7+wJxWw64NvIYhqQjOA!w?g}w$zlKorD})h?Q&h<Q0%Wr
z$dy;S)IWd-bwy3&vr|1t)atk=<u+EqP#;pAWFJ@Nb)?`aqARj3rK{^uQEj(P1{M7F
z)_VYrMQ(iX7_1nSu#|vtQKa$VV3H{dLxolBi<;*<z6+Lnl*FooUh|1^bD__Dug75d
z5pO{Nw|2+dIDE$=WZV1m&U9M2j;UH~LHmQwiwXbxaUAtSqOsu3tjxlkgy6BQ_g<R}
z7Z*|OBkxknu74K){2X};0$lsfeum`Ei9u6ZEw=VemXEN2&r|LRmI*OSZ|KY3TE^(W
zhX1>#Ow6mbNh$Tq*5q6AC@M3PCf{AG46%;AA}0lSmnt$asd5O#Pp+1@WH@uXVpX3x
z%Q5@N+T%&P(7L?0WkIKX!a(D=MEA^Msm0|f{%b#eoas<)qORNi15OSFqTKP*ug%Ud
zUo$Au_5Hp5V6f9gDW1pL?5~pdktueFJ5BB9OKk%^NwSh-sZuO#KiEV=8?u&F4?2;s
z>YK=*s5gO=(gYDALjIJV5IvFi(T_o5AA+whvoC^o7&e|no=2qBxcc&F`$1(Pp?Ld`
zZQq?nocX?qHEA<(QR%M)zJyZs>>tJCTYpDP+4!KFr%h%@g@hV2U#*#=W>IjeK8v?J
zcJ4drD!sYwFwHS*4i`1O5R~%0uzp-1#wHsA6g#D3x8O8SE|<-YGSCqMV&NT_U<9Hs
zp@{!w6c-@yi2jkl5KT`R6t&!_U(p!rz>fAyHiturc5ZVu?OR1?3S=Xop2J_)H&enV
zw@{d-3m12BZ460fXCXO}8tje0bduuJGZL<4>fm94MWkFL)pSTkbzV*h>vuo!jc#GV
zY<RfM4;sN7X<SFog|Vc&X#+PqV8KyyPOf+s;$~*-4->mq0*ZT;u9xQPyU-_Ddi)Q|
zVW}hM8zIaDR}y3yA3pr(&<(ImClMXsHJ;hT`!Q7TqAeCmJwqA3%pWF|*-C;8K&$oc
z>GPUF3cbu7L?P>9q1Yu}5pilgrDYo{ZX*H|sM`4+`us|l<{<Jpt(GMAI6X+SHBCcY
zEybnVjdq;iNwQu<LBg$Di{OPhgF3r>T8k*pNdGy307e+W4f)N@QmtI4-gLf%vvjdS
zBhvA%<kQJQ*?NuJ&0G5~#!r}^YWzygPri=>3C}$uOGgklE-p?@{r+K_Wvu@3KybIz
zKRy5LD?PlhOEey(C3nro-o{IUItwf0U>a86T5E#&fure%(E`*s_n~OlJrR=>8ibks
zbC@8oW*(ko4JujPBTgWvY3O2FTT_~Q7r697Q%*^WP5ri3W5PKo;?jPrpbl_D21Gxm
zF(dsN`Fc`QvmpPA6SX2sN%*D81k0vKvYGPNVv;wei`!8Ea?6d__4~+I_(m&@$CYtc
z2N+sz<A6k*Q=zc1xiO;qe0Xc9#j3GZ)1}Ex)^t<Gy|sp4m}uS}d!?(+<?ri}dc7Yg
zTfu!s+kR0FR<5(UJsXBMc3Sj0YQMV9QRIAZ9{x;mG_nk<;gw$8@+a`fjSD6-sJp7n
zF{mrhS#K<{-hrKVLsg$RY2C<h&KuJ!U~l`X=5qIJ<I!O<30&Fll6kv`cn{gyAsR12
zysIXaxpux>U!W+C!yx=@=2`9r;ZmiA_9+0rH|!#3$p|wUrOXoae1x7IoU^>d&^C=)
zYNNWLJaHP6HRnUf>HhX(Lg>;YwOdB@r_}3MK(xR!O<K3o7k#FFI3mZ{Ss*Q}%$|eL
zyriO{H<+8jXxI}WTo@e{P??`vqd^T=oRNbBHM5E{b}ytG%OpB*jSeV`;x%bsU(<@r
zo{04xiQ+^g^6Nqd*t=`rbMZL^?Fu=<vsDeA*;ss$NLDCW#NjpphV?AG0%K%pRf&{C
zh2-y+3=pr=?RNtNfAo=3)v^?WXl8R!*)=0(%cYTeP=6#pH7uHttv6Uv`~el#X$hqy
zmMu*i30zXw!C*qw=i8XWUG5<)Zdnl(><O7g*+<?IvMq4%2F%WPLm@hUOA{lfr-%2r
zn2AGckxW~k_`n$o^=QY@$T92p$Y=4}2p^vdzXOf1!DhYX?ZKm+)J)nWs&IAtqUPzi
z@DZO{!t(s0vZJ!|oK|7q5jg3WGHQX5Zgz{V2S0<q273U>ekuPk#FIsIDmiX@+sDDy
zJ~`}3gJeD*q{-{B;TUPYypRv>2!voYIo*@N(^D++5MI$~2B-pK<(In7%O($N9?ZwS
zK+fKE^&qj4J^|;KxeRKe0xw#!cK&4q5fU+RDZg0MWnq>f1@4fvi}Q2D6M*sI{yyd&
z_TFJH72Gv^zf!uMva-4jZD~oJs)iNj_pqHFFe}t)@1|;=1P0?gtZyW1zO~pnAS(JH
zF1bW*M?mHqj@%j1mPLy)sK!8SER+tcJI96@#=erzw7Eha0LV`_MR8Pja8ahL$#(z?
z7!%UH#q;xT^Y_DpbM0$$yLtL>U3BdSTtUk9a|%3n-QB*wo#;hOCN3YFj~2b(?eiV3
z3b->XYp5Tbe<)x?0dv^5a)OpSA(k8m?Ti_^c)E5RX?Yeb({L9Q+fAmP)Bm~a<Y%mH
zM5>+3G{8BLgdiv&fYA0lTj_HcyFbV;7$MvKq}5xY*_Us!Vcq+7FP&7Z{?zsGviXiU
z9raTT_^kaCV64R}J@IcN!-P0!ceOW~I2nJ6$E(pRUA|cbhHO6ByhXM;umAYa+5^zL
z+1~Eu8PydTL_I6(C+yhQd_k`<YrX6XjbA9!upG&P{ZTCw$h%klS<kDytc?F)IA&s3
z5^UQpwVQbQ?X5>r&Y}CMeg)7g*;6e;5G8OpR`8A6bzS16Ehul*kDuAnatZR1(J_=e
zSw_6kAVhrZ6A=LPLe}f><z~_hpSzWvB~>H|bn>y@9=JG5Q-9g%9Z61>53L&&qe|(U
zw3IHi+NjlMvLO%L^>wdns2@Q~jX^i%4!d7o)kL*N6$?e@n^9Q4k|T!=1Pk*kngsKZ
z42~~YMy}f#9$XuY6#|G=vg-fFm)~DCDkzBQq9q1Y?Gz19k#@M|aRbqUll!O>n}z5;
zlBDz_s!2F%aDGVPK-;W~-{7o<kW~A~_}j!Tl_@DeRo?x<IidNJ*u`MO{FI@f?G3fb
zy@D}HV|L|gKds8<bmQi9`%(1k6yzVJ8oFft8g0Oyu(BD>`wcIhUT24Z8?agr=dHwq
z7QeFj8uJZbW6$HFH)>txWTRGW!d5DNmJ-c>=DY?Ugm=TwQWr3@%4$4*RXqFEol5@U
z9GBgUawz8K1>VPqaHcVR+s6=8nr=fj;~69#C*_6%3YZWPQ7Co@CxB6u`o?yz4YPXP
z<jwu6?WW6xR}r`v<z*i_*<>`4wf7@e^mMMI;Nw=n=x2sOCd^g-tZ-{{b1AzWhuBVr
z_ZU`7c4g(lal_Hk@nL#j8;t9uB(3Dns*1^3@IPtBCMz*2l!oD*t{rYdVSVgxBs12S
z9D=*DqqZi&v+Ue-5V~}+1K_n5i9NT3$BJCjBF$sJJ)?cEu}H3n3!a2rysY^Yy_N#S
z&*bfRZr7C+pEkK8Y8Apxh=AvKFt+~?a<<t8T*#tPlYTm#!8m9q_FS^eKs@#MAPLKR
zY^w`!xxP^l?CZGGdmGG3xqj&$s5f0~``LY%WKEBVd;R_$`<+#H<$@i9vT%e`;Ivxj
z>9ddb;!HF)RKD6K&icap4;tYpbaeKW0GSh`MCKF+VFr$aVx&LJ8a7G&{yx-v{H(I&
zSM9qB)<~Y+duE*aTfpJ%b6TryN5O6!v9q4nPiUM*;-yjC#>X|MyRI?RRkd=>4<;i(
z4mdJGf3PqP=1l}HdyLF3IZNK*!NJYgB5(tD@hsIm#X2tBV*JJ<>b}g%XR(by!_LLJ
ziOGS3w?-dBVDhtUSk_{)eR4>0o^hxil@fAon9SS(lb9+M8Gs$}=6m2Hoa42+-hQzP
zj$*YW_-t{Kt~+dr0UOdp0V}4ox>o!i+iJ4{Z)FMs80jnp-WK?}eiX+cXLOt3xFz0Q
zE{Q&X^#=h%P+?Y$k(?#Z6j`}bt7a<lk`7Ypf{kq@`ij!vY;JP6R=i;F2-lyr*cY%)
zA=R!Xcz{!!huo)S=}4vkb{o%2>ICjS3IUsQJh=d!5X`zE2&Qg5(_8esSa56T601*E
z$HSNUz3>VxVe6b&tlP{Md9lf5^2i*-graxcvH-I+{@^h0klwWp;rG9wAs&`x5&KeZ
zw}C_C+M0HFe^~au6JM+|36OXff+J)<h0e_f%l|h-G@~&u_i^zmY%k&UxSMb}R5LBN
zsh}TPdAC_!;3I1&_22*e^5bqeOlLBp<u$B%mfA*x-Lm)E;)2O-RP#HZ$3!{=F53cW
z{M!PH$L=RSmvzqTN9W7DP4ds>+WlazvO%&dq;jmXlcL{zBfwt-3~&lCq6fy$44rnE
zvU#@3T~57&bYP}kw?MyZyH6nvN#IYT-`)<r;fvXFZ3cn~qgDHMKZfN^G81uvrhGh)
z%Yb?B!CA{Z&lV&&&_MW6Mf|N{8$mw<cV~H1&GM^(eRX{f8FOV!VqAq#5(8v2j>r*a
z1l7wZJ2Q^=u!@7Js{zENvqF{tB7TXMO|!{<>ZjA3c&t#OJM~$y@W^X0ywRNaX^uzO
z6P&rEHtx%VLvw`Cn(87FK>+PyGN&b1=b%)e3k9Y3B{c`)BKPrfH{<FY-guU$-!NVj
zw{wWbT-NJl3bt;VfXjI@eg~crdT?6<=Ip?__jJ-8lh1xj&3P_sc`%O$m0jew!SdQZ
zb^3Z;Ba+Z6re?&}VpCvYACb@&V2pjM6Vxxg9=%b%wZQ4@Z2#oE`pmPT-s#ydu2}x0
z2H90|bv~&<=g~IZ4aa;e(x*gIy?g-{ok~BIjim?3Ol!1R4|7UI>5G}Dl}t9DL3op;
zzB{`kcl3r#bFH;s;EQzp?N-C8=j(SXa)RZu&g6KmZtzCGjCtl*m~9w^$`vs5ITYX@
zLEXg2ddEPLRR;zKy}wOA44!a)FIRs%F0D*0L2QC@j|8&UyT|cbf@z~(jJdcLKopV}
zqZBj-3#@2Bb|~Wn5x_)gku<&<k(n+ee(6G68UKJsLxnO;nSfHr{+d8&i3bPIn);=7
zmcyeppwYr^ZV|xkx)(e8ttT*Nnv-JM5+S)Jo(r)%Su^G2eT`uVGW?xj$)-DkJ1yxz
zG+hx9CH^rFjkGIyQFs)EBm1jE21(?S{5SKy$B@$Y56+8g0-CAHc*1ECN#LG+AZxcm
zkC2BCn}?)N4tB7MTU~^^czv>)zzs8c1_q9-516_5c9G77qMG4-{owt)>88*i^ye7R
zTl#z7rGxW+?>5U$eLRXG8y<w!v|OwxM<mese73AMTissa7(U+K(PlJ!{*v1E>)mdv
z;y!Hi!}Z>}%E6dkyZ8Q%n=P}><;2XBty%(*-_9o}92D_&D6f<Ad(2P3kQq(F5m|Cw
z2&)VPHItZ{F(7Zjyo)#@i8S7M=to>NCowu`HD}z!i0giCYZz55r1!Ka+>gUC`7#Tr
z^(|8Q(?uLXXMztO^PEM;%zjE3JBiv`)PPo_7!wA8e!_r;d8I*8l#*It;D%X^DaS_W
z%8}Hkz{r4fbLG9chPyvoR?$$>h)L7?q|=XOd!H&J!hFIs0EH5SEPc#AfSNRgQ_O|?
zi;gjIY7v<3|7!r>X7BYr2Lv_p8%N{^4;+(q*I7Aoo96ube98rmkNI{#7$i<iSPDmM
zTxbZ!nCbMdC=5yrK~i`evC_#1q7Yty;Z?kftLflamx{*&NQL$hqDZsG5pWt~y@4dA
zG6AQtA&cn`@2h)wN|o))xNI^PmMeYMsY+NF_$ACb>PMUir2@}IP8&v#xr@F6ReDCJ
znMMucZ!?YY_K^=B9>_95L9~kxdMgH|6Hu3l(Vl}09J-ZP)6fF4<sJ5uIY#&#0(R{j
zFP5xCPW<KGe@YVB!NEL!U}Vqw!0gh!4=H0qqwX%cUjS{*msz~dSHNY-+Y$l(Sx?ie
zyK~`n=iP1qaavzdE|G75eRnV#ke~a={itt@Y3qs(Zz45G&wvoz!^WA1^YRVnk-zk$
zF^#X!NQ}JuN`G4=Wz14maZI-c!IHtOT4;bEKz*XFw@po1x5IS2)x3Ap?c{7FRnu^O
zsl;qNb9e*s-clAvP#5E7Oo`!%l@NaZGA!Y%r!GFXi4ohky6B>42~ks%Ws3Emc0A*5
zksmpT&HV_4W>JL4VHkQ0ykfQ!5M3<3#9-?VffpiJG}M=86!5GN4%8OQli(%v_<>>$
zcG2=#%*u`u9|tu}jC4x#X2)M5B}1C6adX2^BC(>DOPg$PqI_hITq-Nfo(r)@bZOl}
zZ?&|@L#=I9X8j^1nAZ>kALaU8n7)WV6UbOAiFcN&wXhmzX@)X8g5pJ53g*WuYmmpl
zIns9}lnz*fQ-{h!-s5r1HS|||M&bePOeB#Sb=Ctbdue)IR5ILHl^?HZ6KZRmXXs4{
zxGCHOHnWeo2;6qHf9Aj2Lm$Ozt9KZ#s~<J1(BX2Nk1PIu4Yo1o28=g)Yw_<(5&88y
zg2kxrcZ>3ih8!Z_Adqk5k&I5%VB(^p9=K}%o`Dj{5g5Uyz^1FN^kIY8#C))Ljrn&E
zPp*do8pUn9=$i}W)7*i%SwHx;64%PQaCS5KQ_`#r`?fYMXrL%Qgc)Z#k&2cj%i~&g
z(T3B#7%s2$jVGEA1Nj%h;nZf_>r5>W-|NyEZJ1~oM;M2yH5vFRee+2cWE7F(d<m35
zWFUuq(~HP7LJgPqo#S{`d-vT`_=ArJ@NL_Uk4u5o3clDj8XXK3wHi;yjWTtn6Q2K$
znLZ=p8@mi#74YQa4dg@=8LZ)C@vhr6xbE%mvy=1zqvW8`$pT(borC%@E;UrYrzFC~
z$D`bZ@)~CR58s+yR@cDa9_z-xMylO_D*Aj4Kka17@aC-ESQ=@~S>clJfCi+E2qIt(
z#}{`vZEJ;ND|otdXA&5S-ub<5+rDD9gpTKPCbk~Rq*rPuRq6Gv9a*2tVo$JHExp>7
zm6p)5!+V*E!XxtgSrSwp11fzSevULZX55I!DK?@vcvEEO{zU;vNAN4-ME~CDbl!n0
z$f(7a<McXI^OfB4fnTNS`Yp^FeKT6@qt89FxZo?%;X~v@MoN#u3<GLogVk~>2Mqar
zzDyD#f}zwTGY!H`nT(OH4DX{+7+LtM{Kd#~Ik}^aOg7FSv+WqKV#0766<CREHVYyF
zTex*9tJljo;BuM6OY@}-YS;Dc>2UDn8DJBP?xCM4%4v3Qb-?)pkEyVDFlksV1T^04
zns)Wfs<Pn|`8N5vp<qx4F`Zw)&nU$0NW@6~nM9q*DMWS{Du41D+SQGPiG=kqiGVY-
z@o|pvZHG%;kpMT(HjUnFY%Us*0__66p9vqTENGae`cuH|39nN8m(HTdKtlchK)tyL
z(}C#q`r8?pk0@I6v{Q)T`Dk*eE^-M_hJ|0zEFipvqdA+QS`g^QKzlin)q~usY(skY
z@cO7fQ4z)!a00jnn}U9_ET<QjvVnpUkOmAkLp|1p3sRXQo&r}we>U8QAcQUNjz960
zZzLsQcQogNU77BrdR2~T-u9F-N4Y(}4N7dX9sCSFkR@z2pV*_k+0d*uKMw1^*kYm`
z6RETZ+7*!$m-o(N-})A{ZY{ub;*>|kf5&*pk5Ji|;X@D-XizE=h1D{GpZerTXfiHq
z(KM`yuag7&UbBL*56Bsm2Ve<5>N-gr9Tz(Gv7afCUy3o8WS5RQNCcN!Cucg)P>5+8
z^IG&94vv^#_ZrPGtQHAK4eay~Gu_zexJfjW0$u#eIEK}zK4zFI1~g`j627L80R}~>
zc#T<Z?{Ew9?y+sw`<YIzM73o==G|=8TS73L!`nVHb6>FJdd;hR@^GjeyKCGnTT|!U
z#;&lqma6IyO)QI6H#v}0JhA2b#bpcHM`YG95;@?Sp}5n-X_mGBJvbI|cMrFgK(F&^
zUV~ZtUQl9)%bLiD@2!G3?M+=>Zbi|0VGq31x<?cc+Z%o1O>H@fK?Vb~IP%V~<%$Tq
z$@Mn-n42wckB&t)?1`vUi|VW9=R!PfX3x2UY{XorjWRN0&LabeMrQ71^Y{Myje0NS
zhEXYvJ{Rd)UpplbaDUTFy0%dCn_b2eJiZG&Fl*`Znf<~)yhw4kn0PtS3Ny`JENXhL
zX%~DeJiU2KaqR!pdnNq|LIm|<x=SJi2BGcg=?R@mR=dNKhm1e~m@#KG7-eE+BjOO`
zRDcuVVsx|8)lD3bv(#qlxS&v!-mi8QxEP{PGd5<YYh+`H_7zV}R=3b)_x2~fZEKFp
zb*`tKRVphxSLKhPE}M~M8#C!hot@L&r5gKM2Jh+!v$4K1NW47ASQRV?6}jc|amE8n
z&g6c@*JS9l*li4{H*-)BMB~fg0FrY&xOmw@D-J3|#JjU7XVU|u;MVHqP!q?#6^L9~
z2z_;g2N<_B|0Y>p6J#q*SxwVfj>fnZWwUED@fa;&+TJppNN9kzHC1S*WtKLcbdzPx
z5G`6HX=h%dggM(C#1|p1SU_WN+5;E>cpQ8PAD9Oj)s=Lj0T8uOQs%R^C~0etmEw@P
zQ!RopO|ihHx~V7vp(bY^yynk8d*r`UxK^vYy)x);ZFF@S>YJ-_a`L!KDO@}>-tMn^
zbUr0M-7oMKwhtTFIyC^A2^c-oqYgSYhWsJn*?tFHcdv}FbzG+ti8}!=sY|Q9h)L;t
z?c3xMRi^~ZqDZGPtgO;NZl&+&wgHdc9HLbzR=pp%iQf_NR5F=w?F9L+sK<6U|MfQ>
z$HN+Q&*8X!{*tiif?itc0LQAHZb(74%)>KZKUehtp<Nl?>$r7k<1<uZw3x;`XBY)k
zFSswmQ6qHp%$g-74I|<ATYw!#F(^zH8@jHek0MY!AG?^QDM5Q|ACm~NXV!VzW($W0
zBKa<wZa#NDV^&JHoPF-x`JwT!;W&AV%f6?frF$H+#4#NsCD+e3dgcVt<JYt1pQpW>
z;Znd>pU(>;H_7?@<+I%=OGsE2#3p+}Klpf*+&j)T&k;i^ua}9@W3rO4OE-nNl+puh
zd`Ywb?-)9hEMM{Cm`cm0S?tB-_Jc|g;IJ&Ek@vlcte2%8@A7diA(Zn^WmP{67$LxY
zCDHpm_@>U|QRi6aJF#=SBXJ$s`|&8(+Y#|~C0>+0tl4Zvm`zpcIFrbL0ajQNqZXI<
zOCT`8t5~J5{q>%&j9ZC;F8XY>kvd^ACNoKIsG{r9jnUxJj7^rel5o*{?NV&|=4|2~
z;gFL`ut4<yqx#yVMais-?b)S#KOkTf7+6BOYQ1Q&92mo`H67dIA#GfD#;>f8hmCwn
zmQLhRJWyy1KTS?okzH<6@H<#4v08ff1&`(zX%a8n@3JPca@#`lQ3Z!-FXS+}L7|wH
zfZqpOWkazyz%5H3bVN*s++m`BI=~Y+5M3(+rZ0%hq9le|DI>(iBlmaHE+NbB12Y|f
zzDaJz;Fwc+y&l4%Z~5HZ2F-$hUic{l6V?SWD)tA5AsiG(%FDEk-OZLH3fu$>{H*ob
zDAE{Xh^Q>PbP!>jfWF`qnYPgbk?yuxwWbge;($;EX^_gxr^PDU!u5F~^g3W@_3}<(
zniSo5s2?6%gF($HoU&g$UmSAZgc4XOhtFlW6^3W&HZwkrJ}aG|tUuz=%EX8+2vd%V
z&A7~hU+K$11n%HNP_%LQqm)rr(<!E4hhBQtQrIVY#UzTM7+69FDF~}^iXf2d&Va-G
zY7SqS5U39;yW43>a%G7zJ%l;(DDvB|Q2zYv4fI<8uqW8C7C#&@;p%Xtz{S`eFfmq2
z1W-VrAM=io@Z%1x5(=V5DJm1#&u@SxLKcvSW5tZiFM>;<DA2h2;;>-IajwQfrXswT
ziRrj~>mp(}<=-N^1h&{;s&Lg<KWn!*{cNf>TGj;^>;&%9e`n{ac_Ij?Qk7#b8Kpz>
zn(SBCR#XoZH|bG@jP62nUAuaiM{<%)y><UmVefkK=mBx#<68f#H$h?umU2MPP?QpX
zxYKDnf|7pI+W><n1?uyaebCf;%cqS>zXp@}k>&$<h%C+5E2H9|Dw6S!z`}nMTo5r|
zz&h>;WxNGl#wJ%vYin(rO#6{L+b>48eOT_zU$!p|)*iRAFmRLm2O{xNH#R(P%EiO6
zzV)K!uo_;hH9MXz*{j2mdX1-Y(vvcxhTVk6)T1BNKXwbwx0yObLc?d;*f*F8RJw^J
zBx%HHgeA73HxG~-*|w2#RhH{C-oO2l+;q4ZUqV=Onw2Y6tB3&ZilL=6>*LA#Fudny
z)xcJkl?hD*%Gr_R=XP#!OK|lVP|+HHEpSN5Nhu*LLpS9x8BB&8J=n|YVv`-{{>Z1y
zLBB_}z9muXLN%U1xXBUEZAS&ojhc8U`w10>CYJp?S<v3_O69lyQhb;u5sd<89ESzw
zyj%1o%=3tn9i_97b3-1w2D?d{N0_4s_9D?f3~$$IGD>YZIj9sHqal7ll4M6-b0xds
zn8w1JWl~+l_^q;2cM6-N&3pw27WL{+^%JHtGwD3+rjtACW@RAE$$~!9ag^{_jOtDL
z+cWt<x{OYZ@wUiXI5wkhmECsEH~1Te>pu?Lh_QK<I6Gc)+<Ox6tNRJi(fcUz#3-h8
zN|{Ky%a;dZ^*ffr0;1uJk`KY8gwH~kv$N$T$O1dSN#x{9z>K6M>14;{y;6mW`<xvg
zBpTOCfgs@9g#;f{SB5H0AnnGlH7&^<I3k2)OcNBa<^KssP=;w`_%n?dpIH9-7M(KD
z{I*O2gAJGE)eY)63~nx!AIg<K8Bvfhg*42Gu+La_AAZ;J=k5*XZE0LUq{|Z~_C7lX
zh3uyz>tgH^%yej?0zqI%lCX1c`ih-OL2udJs`bwPLgfjGW545dhrJE_^%-A6UL(~+
z0RBOhjXS?7n7)DW*O{oxy6fN_VD0Xupl3nlV_EDUGKW-vkZe`=_DZ|QBI07QSg$PD
zde>k*-_<LgDGmJ%Fk^QD-&U51hK9t=lQyE4|H|Qdj}|MObAuQl>h3KpaMMk4z}Yll
z)IV9zohC5c)?l#0(HnFen+fO(3L8~PU5udolA_L@QZvm(VrM8H<T+6msO-ybgT%j#
zG(0w*aOT7^KC+@irNSk%U!Y5_8_PNs`2}2tG?~yTfbWxzj^hmNs#U55ib*DFGU^bI
zY%2*2yg-wj!YpC9ZCPxlHr{ZEWfihX)lA4TCOWUN2z5kfME_))D6h6nCWxA@uA1KG
z=xcwuEpC>?I5YohQpvZaJu>aw>JHQ=*dMfx!t`ocj~@%{2Y1Y7NCox&r02_zETlt#
zQipw}@Z@C`;X@N3Ycv0nA1uNi7{r3cV*qwU8A6i)>fDW8VvPFAx{1-9l@%^bw}pTP
zA{YyaK8&>wGbh5^9x;3CbB&e}sEFb~0dLf|Yp~vgaNN^mMw9hzTZlMtUEiKET?B)0
z&X4Shq-DvnK6lnP4#!DqXuSG|$Wd2z>cD04=NLeYrM}mQ9it~tzc7vc%nKK%)L)fE
zx9Ui`Vsus2`)*jESu5L>uc$5te(l|?3|OcrnaMWo7evmQy*!Lt)~FsiHP#KazEmZN
z2zQAd^C((hCS#9<Km$w~>+2Ue=hBWN@;)NQyP!~fS49*-JU;$%cHe+dXtk480yhi#
zL*HKDzyfMJz{it=444RS2OcVWtqRS&@;&j><6?Fms`15=pDFbL(UBAkp;#~m?3W_Q
z@<(^7ITisJ7ZLLyf2=WR*L~t@<vfAHb%P{kUAL%9YATjXbH4C_GiOQs(ow1C9B8!W
z%etYM5tJY-P#a3+&h`xah>pphRrq*d+~3wGd?~GRb-YK+dBiqJ8?y+l*phjchD;mD
z_Z*kcNx%c-L%v5ZIgk}+c=qWk;&9>ejU`h^07xVJxQ}3u93xtd8C%5IFcD$f<p&Ju
zgeDSXqA;uzCKV!(Mz#xTl#N=dWE_&b$Am>#V>wgVLkfOqGYw7RH|gz?|EDawKo$&3
z9yTV%x0knCM_s;v|B&N=1g#&5b)10MXHrOYdf0KXBtM$yxr;h@BVVeJ7+W-X{!oe$
z7%@+23WVM~Iuv-Rpl-I9H$*xR3lje+Z1N6uQCJ<+I9~ygu?!mI9{&k2HT~c-WfE<0
zPN)H85seTFGeE+XI9Um0Jw})eKTH%soDg@AuzCbttTs$1hk>2k4Rioye*bA&K&OuY
z^{4XszbVp#Ff7S8xA`+OXg)(e&J&hqmkH%^zxd%avtC;ZPW8=EyI^3CNlKvko*Cj1
zLY%ww@dxtNVaS$q$GUK^zKY_zLm2T%@*OilA2Tb3c42J6)8GZ>W}EoNhD?Y+cn_~F
z`2-o}$wkzxtSSm^QJTawTbx3m3;R&PDtUJiA-smr2%a+W6-VHSaO6Q*=b*6GP<*Q*
zOorargVhs3HLQbp*h*cPpVwGb{LFOmcr<X70J#27z5YucabE*|l*?KpJihyLCSrP{
znuD+3$N#S`aMi^%90b8-w<C(u{D8IY!9TT*;;NSXBH4$%E{fkHxb0a@k0%G6%i$~|
z_0&cl<l|O?#}fk8w=sa709qqttR&Zk+UNgKHai=`x(y+uPkqOrkeYTI);igCTc(do
z*`R}(LxPU%O>B2Y3WkxjM{E+bofMyxFhRr#E`NjtdnUwP{Fp)mp~B)+;L7Ef+nTPu
zy@kDjl7Y9hfwY0JfZjLCqb+zDIJmHnVPWC@t$_f0l>DY-x!`Z&;{8wk-yp>ypCBRo
zzkU1m^bPU_8#Q*YCB6;<fQyL{COF;1f%Y8(8^?eWQd}JJ5epML0V5U~DU608ZjOQ>
zPqimJoDx3Qus<C>Vl*z!-*X2O6I)5ho|R`W9)H_2Hm4}BN*%12J9M8|;XjmEqc(2%
zpxBxkL$w%J2nL4T)AYrOEn2O#dpC?afnP3i%iU9CUEVNaPSmSIQ(`zPK@D6G_guYn
z#hAPX5cNE#<v}*!RA5>tn!d6MU}pGp!kKPVR{cxepnkrE+$&nBkFb=Wiy}&W>2Pm|
z76ux_v=E|JMKrPr7D%DA7`=*GRq%*5!WbfM8nn^431d1@YSV@>Y2lxJMLv^|i-Zo%
z+1QFVZre2|!x5==MkWVX<K1n0Nyh54kWIoP+=SG<Pi~|^N!sVTb>4WVAUp0#xb(HN
zy13bjDfDIVv0tq5aoIGUIooF1v|2Z=uHP?3vZi&nY9K6G>8e|G!5APUe}WeQBc%Wp
zfe)vML1|T|tox1?6F4=HLszV3o%l5?zL1W-lun_TA|DR(*-TZ6I*b31huSBF^259P
z#PBhPbLvsEnpJKVvMg1@D5B0O_xwph<SCD(YQVj^Tywj2{5)rM!|6|Thf#SW?DnC=
z)3qTYKY8mS&Uw3E1$tKRerqA0^r4*7wTI4sKDAl-S{Zr&guauyYb{y{kiS+C)DUNz
zF8WEJF77PhAfArbYJ94^Q!?BLYa`XRNVF_So^h-G)%|$L^{w+B=6!UaSllq1bD%P{
zBbKXey+uQT&EEkRBPX7tsPMAmjY<YyF<ZV7jFOn9h`L$G&qq}BL#Xe-^K*f_GNc2y
z!t{rE%KWJz0*-ZK4+e1&yu1!S-I`SWo*$WLICpsnH1soy3Pk(!cypNOlyj_iy%eyp
z7&CBXxE3gJ*s|(#Dxm^lIhuQ^NYg0C!xEYSwB*;~uhZ-zLxOxF-b)OXTEIGv^yzpN
zc)#0zX$Ij#dgX)oUi0(9_l1=z2Ngn-v@b>x`Wa3CLf|_RFiox<{3qBHa~wp?bGC10
zXf!X^VrY&FPgSQ|X_PADsP$T2^XI&e$t=LGW%YO|qsuxCHABr1aio-VMDeeYy#r28
zr1KS-YbNw<q-zzO{qw1$Z0D-c^2yZca-(P=sHD}uX#q}_>=*Dk%Z+f+XL#nYXVGO%
ztK3vn<68>4<J<J<LIR;Ed5YNocbicoNv7~b5Q=T{5N$C|Rhqm{)Cj*l0`O0k5b}bw
z@|b97h1^1eTC~2_faLKed?kSt66TlTVZjxC?>tub4xj}OJ2^=S?eVzoCG(oWK6jJ<
zN<m7)D7=AplC1c{6Jp*p=Nn;h{4BCIRn<g_e^Dv9jwq&-2+M;NOBqo-5e4@i>68@y
zagmhKcSj})#v(^$`n#`l!o70NFoi*-LHKAFoG-WrK4@3iXzz=c%xNM7V&n{5BH8^p
z>)EUnbABBV9X(KBBq0B~NYJMMGeH1sE)-yWlz&|*Aip2C)A9p>@%`6j2lgznavAgs
z4nhdzUzabsFYi<m$T|JLUjh7EUT9Maf5T4if4$}Rcz1b0{;MItMs>j+;al|L|L?be
z91H1zHC6s!p9F#62K6Ghc7=D)(<on9SWtVGztmdlgMf+c-G=c;4gUATWZ(YuMr<)7
z5ULoVcKOtaSNy9!HCSMXkg&~`=|A1}ll1ldZ9<_ou+L2!rnR9_Jrz_!4gq$>j5GoN
z5`!2SXc4#<Y{)riDhCBGL@P1q$5+KKy^|q2{}O;-2zmBzMajVj(G(Svm_^b~Ro933
zA1V6{k%4^8W(J*}m%L;k%e8=Jl4D@;|DTTt8KeFgng4$Kx5#~uj>%oIVyElClc=z8
zg#TwuNNQky%QEf1-xeY~k`Z#cL*)-2GGFnNL5Gj{M=ww`AZ{b;w&ni&?QEo5N|Kgm
zm`rhFj<c@(P)Lb?Iv&FCM@gvu`|aPOkD}uRF-gXj>by162S)ynl8Isc8CG;1uXg{#
zgAw}R2g-qd%5y>YlD7)+xpkUl57}}#gP*F*+PQt8HvjY(1VV)Lk33Nw3H{B?EKkjB
z6%rb0RUR)wE!juKKOEa8oxif&ow+zC{Jh}lGE&qAUmuvTF>(<i$N9Ie4E*Q&>)GA4
zMX@7H8tfhVVC2<9Q`BjcmM7cwSurLj&8DB)m1vRH$|t14viN>79@|`H+7+ddG~vO^
ze`q{Cy7*39SuLIG&|nAmFBQ*5|4VC_WMZ~7=ESTU0egz+o%|=?SB~OZ3<cbNjSrXd
zr7L^A4bT!x0&bgnFA8!ph|5Q+M?C<O7g>CX!+}3<K4+D4#zUJ8_D>3KYI>DA-S{_B
zk829tWMC#rxQGrbKdej6?u2>XhVM@F?}vY`&}&alXOM<1;5>EqaCE!@^89%D_?{G3
zS5`DNHElLK&YXC?popEQVJcF~z%(rP*8LY?Mo^&t5$x8Fzg)yLBqADrcxurZCavDv
zSvhhE!&}zg=RAhz)jYR)ENR+HHA?B)&Eymz&D^^+i2^n(+j0JM3TmnX?T(Yv3R%kB
zHo2$!L7jN%eq%h>-UgX6fqA8eiUbuig*O)3C4v$^KfjTY5zA}S+U4_&_R&#Q#q>aB
z7=L(8atz-h@PEW;<oCBRb4Xn>e939}B@Mf;=z^$%2u(lkjY+3$+Ie-Z+gkf|d`~+5
z^M1<--*Jb#$IMzD+s2ofnFyN#9rxPK<m-bmocx!C9)wI3C3kyl3d^3d;kmU<AZN;s
zyQxFbd!|_?uJhxy^<F17#AmkxzDk1_$<s}=U;o$$2$)gOU%rCL>aXEsmUcK~o|B*x
zq*<1GLP`b2%;v<3U8qVarAZRT#9~ZUSl#)iBAxtVy|B>=RiLO$zwAl3(n9Y%YoioC
zyI<seQ68!_+348%J~>qfRnL|p8#YD5%v@+3+*#Uv|7v%o4JDU>)(&U84DA@Y`|pNq
zQ~l*g?rz{S#plKDe<c~s9s8ExUTFL@GnkVd=TSXun52;Ft{>1Mu2?!)Mnm7d&no)S
z1_g_f>b8GAvD{*KoyS~j<NSRv24FHB{H`yufLF&Mnj$^FvT}Su9q1*fZ4#``L_Tz)
zm`@8)Sp@daXpo?&{cY{8-avavojNbl6^izIrU?4(r$X2PXEb<jT{ma=QI%8!?`APZ
z);uA)WiNO(Zov+LV>+++!C6~nEpxM$^wpuZbHT28uWh(z|At!bbvs9Sxf7*kA^UFY
zqiz748hyOD=*o*-y$-GSMeEBG{*vWN<6zT~t69dXNHCo3Hfob7Sj5ObQb9oi`^(F)
zcW!B@GKRDlhm^0pt=`T<QgV)C4i+=ms#M@D^V)dG;hj~iepdga;<nZ5QpErBroHae
zUkoDgGj&FOuyDo(w)lSJAx9n5hm<g5c<aGE=uZ~N<Q(M&Txs(n0V5_RCZZV<m=K@G
zl_njF_>tFVh#1TMX$1%va@t=?QepO6Nhqege>u>-$H8l0$-ZoP-ACfb3n;h>(O2eI
zfN!#e3a@Grmv7V<KIbtzECKAL7K~Pt9Qa--riH-*_c`|pKfATYl$~BRvp2AO&XKDr
zU`$8zw08CJd5^>gNa;-}%wX&2=xDnj+}#Guea;m9cCm<}L$macDeFg|{55IRK*45;
z%ZWLM4~s>|)N6Vai)cw7m*|*1HU65em^(Z^GjZ;eJI;5LRZAN{RS>66v%bqe9Bw2!
ziSd~QSlZbO(*@wo?iL=UaW>_*dce%4`)~O#;9P$a2LERoaFzOd62T3Cn9QLvsF7Ki
z{pBKFnOyMnN@##5Dg+R=qt)ESI#7hP3jqBGOblTB?ImsgNKDpw*!^)87rk(TPkrY`
zXWQUdXKH+@pAv^<?B8<s`|~lz7?wto|1ux`|3BgVxB2i7)Tj{fH$%mh<Fm6c^h5ne
zT4dpW>(_s~{g<=+Ox#@?5>Y_d#8KS^^N;n$ivIy<V*mB_ALNx&8oj0Q{{%39;hR#Q
zhjX22(j{=%<Z;tD{H1?Sr)2&@`rLzze{9jdAWh5(#`zx=0Rk^qia($)?TE^60VURt
z@SmOuZ7EUy<=4Ex%1Oz<`ToHOzFoN=|7!RHY+X<Y!s)*?A)4-QY=&-*h>H6!?FWG%
z`t-N2QsAhUu(h?dw6rua*{`p%nnV36nehdwrn0iKyqwW00Cp5N7aaw}PcjhX)gnhw
z@z(6)%_R2U2+8RCUoyq!RkTzbvt_}dd2C!g%Taq?DJDOT;zdlrza>sb9@w@!TBU9K
zjeNU?V5hRE-VWg%jP_Wz|EPM8^k3~?WKy)8dY4-fyOW%(SZ4Ope^i8GcQ1sU1okMJ
z2=pc2{kDR30tP~8E0+2%VIZOxahiV=T4KXHR#GaQt6vc@sUgYT9)xHG{>%R%?X9BX
zTGlSm1QH+wNstg4cZVR2YY6TRjfLPe?u~}v?(P<}A-GF$cMlTWA-KbBl705s_dn-6
z+;PWPgBPGyt&*?ioZqY}{m>_OiO9Dnz$t{lqd&Mk|4;iSLF@5h|M;e={yk^Emo_4(
zjf?Q~H~uEUXeBCoC6ozxY~PUAe}zrezZ;L(9&QAXS@B-xvESal{A*InWCA}Jd_;ty
zS+9{7f?%H^WZ+|*`AGj)gh_f24(Mq`dmL(+n4hPRQnAe*v2Ck5@t-jR=0<_O#>A|!
zSJyN*FE)8QPk1@ZJ%TY0ANKptgh@UNsG>jT;eP)32EE_(;`7#f6k#xmlyNOypx^g>
zuZLoIhVOhosUPdjiv@S7e<uGeTj_T#+5f_j0eU8(dYi!f%>NHB2+#`sQ<<#U;PH9K
zeV0&`G2VRdva7k}rmIOpF}`?~>eS+`<Gp&%rGf$zj*8dzRZ}{prbj&7$J*T8$Dob4
zRC5uj!yZ1rz3&&N!j|lNK~Z(rE)e74eC;7UbQDw}L22R+0o6~4oPQS5e=nioepBCY
z$I{)7dr`bSZx3zRpqKp<N}-M(*JqH?aWw)W+ZaYZ_4{Pqq5itwRB`Rj2{jMzA9;x8
za`QwUXPY^+b5L=}-NT*xmxH!$Bk}tyCC}nAsj2c*w$I3}weM|~#xGJ1P427JntuiB
z=ENat4UX<%HVb|9d6oebMS3;(*oDLc&;Fo$x5wIW7${!4Pr!@?_=4jddFkAHWzz&M
z7iACJ@06iJL+Q>N7Q!_=)yA?qa%d44eA}#^C!-!;f%$FGtp4-CTW~bzUVij|E(U+L
zISKq+F`ZvL?k(Bb<-7T*#{)`$J{x6jZ>3iw{!c3X`0<yYKTiI(ze3Wq#aod6%q~#$
zkV{z$>~_C;P-=W1_@O)9sHApmC!${JjT|I#zxnRmwJ0o|r#6M3A#b8}t(TR0T!<^I
z_poH<ZdFa$E97K~poOm2>^%$7^|^atsd&`9Vav^aIUI+e@sBZGffH>7)_v|nHOuQ`
zZ8KR6Vy=scq3xDqlhAP3r=>y#JUSbccz*z7W!(+C&V8z|#FdI@PT1oY>}nUdlN4K0
zhsDZC%j93P#9p~lHuccT-Eh}!U9#Isf!Y^sZO@H+-72+FjpK$>+wht%9NH`(81chZ
zaRbJRQ#Mrg&Ch`c2H$-x((fW%S0xYF&7>5X3O1e@pY_x9hp!PPo!uw#pw(0>%C=<R
zc0?tHY$`D|H&L#q4CGN!?cAZO-uG}txOYe5A=g}w7gSJHT+2NiiCjo<{c!Z)EFBpU
zgi`YI_z#J=f9X^UlTK#5*v+T#MS?Ed5tL<fc%`J^*K+}DU{~p(WpltLiJ&kn-oe6g
zz+aso(>?;w|Ml4P@-x3?<BD(R$%B+>Dn=$18#nspXnsD74=`2lGto*1Cf%KnlhZZd
zZip$8I{5Q{y(Y&Tv$aFF(zCfQePdA0sgc&YI;hptAlcQS95(>(k(7FNRhmX(#ZzHt
zhc0>)U|5|poj-V~HD1Beb9lbKVQ7`>rO-I|-o;q+^e~M=jR(!>@alli>}I37pDp6L
z5nK8GBro|yZrz>dB)(iu1I(5){>_vHJCKHZ+&GV(FDgF1>IPic+8K5Y+H}8BE0=qq
zT^4u5nC3hVDNl1Jy7k+uY~no&R#FQuAEO(PyN&n!N}5V`W$eM5ci5;V4Szp5Fj+jL
zHl9BeU&mH3u<ws0siU*lC8tYrqX;QaJet#?Rcc{#)=4)-<kAyzoHL>q=ZvoiLH3~P
zx%Qos*L@!&7W(<?{M)pV4CeRXkU8Hk`oDt`_Fs#SIIL;ghrl6=cKOb4Th=06uN;*Y
z-^;yS`tY<m3u~ubKy^btaw_B3{SF@$m6A=s3!khv)yVDU%~tFe);x9B4{1Nl*J#ky
z<fgtX-FpyV!pT6u`S(J@NpOT9J1EKV0Ak(tEy2MosC~m7I@I8BgJq{Ou|g=JJ%o&W
zhG!0q5xnX|88%?(m4;wC=?JHdcVgfd|B|h9wN;b51-G1!1K^>?JtzKwYR=(`P86fg
z=N0-*igMTf(%`i|)3B3Wos*!K8vMV)*2eAA`E_4cl=bjkHf|Z-Fv=%hK~|WO7idW8
z_E%eU=2l|Fts#h3rS_XN_*F!FH*6{&F~`<WB5T5So@D|r&)SCHz4{f6*Zu~;rfd@W
zPK(L@>EnXIjqwMij={qHKcewV^i^yb62#@bXwQ~>l_niwZOZf*vW(&VyUl%Zqdrb&
zHD9NAdAA`oUp4&e0L00IBhF;%p!0#uV-4&q=Z$RA(4Us1i8T*tG7Y3^YmR*(xE01j
z&Q3#GaWR<?ncQg!oZ=z<=&DQA^qac$DdL7TlLp0@maB$RXF5hlUIs0#A+6IbnsQw^
zH*MM39#DHzehw9+%c?QDBO&C|C;w0-_v<jqF@Cmpk_B!JhPtM!e04Zestnd4(~iGV
zUJ_JQ0kJps@+L5<vSfO}wY&XXXoHxi4Q74Y8BgG{g#;t<$X)~3zP)--5AC99rTUF_
zTHpO8<6!Vgf`k>27xNdL*uy}&m!&_?p}jV<fG~xFc36&G0rUaVibcUhc(ZRdym?jW
z><wL&uk;(9vko_gDBGeOHoxU_)iq8;;!g%&g$r0l)>s7IoKq0gLrVQB{i0yE0>nrh
zjRPv5`1l{`LKjj!Y5jMK+C9wP^A&c>z2SHoXzC*on0qX!eub`Jyv}lyX@c4^o=5Mu
z47%TlwcIC`JN;xKz`y449;Yhz6wwrQjONUC(H{XnH6hj0tq26JC3;5zMjgcTnUXJg
zj=W4FXshq@-n;7s^mSUWug)W06lD4fc*GxN0At+zOQ$XqnB+DL=9u;}oYf0@Lw$?V
zZWhY*E$xTcU5=s0T)eu{B&F^jyAeU^Go=HWW2e%Q0+YQ3HUjkVX{l0)F?Ifh)YWQq
zaGOn0Dn;mvRlqTqSL{o@3r%!4yGz%mp+PZDG&L(49fKS41+Xs_`{d=K+$H@bKz4Z>
z9eo6!R)znI42sgai3=LNwNnniyK8@9ZvQ!rUGH)89l>z;NIm+-2&*_h!ERhr@~tZ(
z({Sb|bH4Imm3W*+=iS;ysx76#RooV#k0CJh^L7;nsU7}N`4jjZ12+8CW(oYJ-k!UJ
zj=G{@r_-;+Ps?w}H=W4X+Cbn_S)Om67Px{IAuc+Yy5H{xDhG2>8EQ(_$MMOX(%NRL
zSB7l`EiWK|sN+CBF)=Vv{tMr&O%&8nzww-xSdRgq3Srw9a~c4`EAeEFWw_v9+Q~Va
zj)}_1osCC9WdP!|xUJ*zNA1!ODf(I|A}50YFVD*iC%i!3AvZyNAWbvH7D#O0uv^6Z
za)c!gG|v_d+8Hr`b)v*Yc_FFael{cLDYAYEKBcCunzByp8}GUAyIsQ&z8Ym9l23Fn
zD9*%GCZo7HwL+g@uO7Q%yd7uF0me8G9a?ZLPRzMbI1x-jEU|ON6Ff1ro*SZ~A~=c~
zq{lkvPU948!NNjJ4Hfe14^Kd3Ul`x`{g%%@{9z%<W-vrR&+jiOOP3F?e=%pRCO4}3
zhWBJsa#k})L-}DXnl03SSSyLun=dBTqLiM=A~s!+Zg?NE(=H7nI-0SHbLH=Kg2@}U
zSo_asC#}D@W=|cum2E`Fr>mw3iv(>1bKR%aO(pQV`ppw*UPd?!Hcf!`gFYbgQ3gAZ
zC2r4tlU%O?^Q)Mmvg1hYl&tIVPG(Yl=qybU_0=}i*4nGJV+;E_1KAr@tW-ERFurHF
zdgfM%ps|(w{VFJ2w~^QQBK*X}Jg*!lUoL$oX5$^rcMg|Jm<1MMami{W=NhPxYcW?2
z@1}#x_aUB#eAR!6!i~?Duc9a`8a5Caqqm+(fG?G!#X^XP-*v$tcgWF8pXEn-@tNp1
z+C6D6+CzikW1doGm*GrBS*p`7jXK_ZYpOfjWv8|2+_{#FX9=-+3XuzX?3!$5%&y_8
zc4qG#tBl70<ZrfcWhS!cD#mCg^JHe%pX+EO=Bzoz9MVGZlZ0c$-aCAdO)5>D@mwpk
zJyo8ttEBIIPqhJg8(*)){^5`~(P$a7W-F!9$O=BU<eWxH#J5Xum3fSFvFb#JirP!?
z*{jb}0iT0?NFJg6=b+#0N!i3b2(}LL?>j8KxHTp)87*p`yF0wUIZ31H+gWGJCvp|$
zcCQ{battkl-toF_9q6`5);jNlx<GLfnJVO&p^*$$7sbrzP~X}&M<h^YgsTAm5HjMQ
z6z^O-iyPfDp8Y1d8Go7vQ#;Y72$*zS;~8%w>|@Bbcj~@m7iUbf^nxFtjq+o2Fjy>p
zz+g#0cImE(qg1-r24&-$f3peMj}r<qZxzBdP6mO8HE$w5sRhJ>kapsCQ%JDpucG_%
zn_>xC|A}0qgf$@HXU~4q+qVc$|6iEukD5;N|Cci%|ILGaWMLD;UN!&4<7fV@h+@I=
z3<$p~fRy^AQgo|W9`g}WcftKdhsFh=3K|-wH9tgPbW=7}aoXd)cg4C#*L>6I$s>Iv
zerJR<l3vg%psR0W{}$=@67(72H=Q;ij+5~MWveXyVX9V|ns~EfrAp2SkNhkWvsJe+
zlGO+C5$7PW{`IzIK`89hR4|Mmx1nn~dUIzT<SXsWS*5tUyBp*^toB%5Mt*1fO$h}(
zleW;Y?h>;ERQ2_E-@^ZXvEW}&w2d$ym`~Yxi*-95^CZa&-!Bwa5}Ypr5$hcy`sT+r
z>*g)EM}ADw`rsyH5^&%7hjr@5{iV)Uew})y;`dKs0VV`I{nKX)7$X2umT&(|?eG@<
z#c<OF|7Ng{O#^#=<^Kgt`2U+$@rT#mJo~#3U~TdEc!|aS(F-nKn4+5hRn%VvietR$
zY<<kAQLadHVDk~(FI%!9jQ;w~tN;A>V*$&rkuVJ2|IXKVW&DeF|LfNQCNO$_jT}V0
z_~E~ZA+Kd%<0OE4<RW70KPyd~1q&lvbktv*F&C)*qai-9!NxH0j^L7T)_?h^0LmxO
z%+d^`6&d^gY^aQvPosM)AtxIT6RxgzXVcLzPeRD6e^rF`KN|L(EgbB~4uQLExwBC7
z$wf-(1bGmskW1DC6_~HU06wN7`>pa^V_1WrW1r*tJ&Ll$`q7dpy=*@BFIr6UI{cOS
z67_EN9G}C$#GG^=Em4I&d@UiPjYfVu`6`}=ib1#_x|JEGR6ONBBz?tSvsDD7@4C4N
zoyzoJ{TT5>kZq3{?3Bdqf(mS^;WqJ6EDh{)9|SmgaCR|iXrii2`o&qF0!@hAp~2IQ
z*qWcvik%I1W0v-4PAa6(lpG+24kG&T-eIR>fp1Yl>*=BpQ9~!BWGX}!T<!D*a!@r7
zxXG(*_F{lGp*z1oyJo19Rg>6Nlwi&TlzGO>$r{fhHvjBWg>{6@-vdn^NxqTKZbKTm
z@nJjtK5&EHm&H%;^)eM(Ev8J}>mW~ngmc>h?8MY(VN~J~xM>QZ={j)BcELKJ?Cbea
zANA@^<M<GHu=)?WFhkhI#Mt=5gFI=P)+M!T{OGqSgT}|lwsJPEI-}bw^^SxM=hND>
zIemG@`OTZLPDdr=b-XeY{<5hBJ9*JH(>B@N%cH@5JRyPII%6ibT$)U8nEf}c*le`C
z?<*<f*ank6Ch?7$+MP|4E6vuL9A-d8bH6}c#tH+6VF@MNYAzz>?mdBA+$P<@MHTrX
z5@b=9o(A917A-y|YjSu7W9o17x(7?Cxx9&cr;_9ljMEQ(0<^vLR(A$FD>z`x34B@>
zqiAO9{PsifmN-(a%!^lR^<bVd6**15QCEgax@}WFT%NOnt)?BitURYnxZe{lwRJUI
zpajj5!(xtY3-`tpRVMR$>a)I3p;UjWg3J`#k7n>7VK3IX=c9ue(No_RsR#INZ;^UK
z7sUES^MRHd`x?KTC+54e-ZYnaY~vLRmVWWG>~-F6z?o9G8eb}XIM0@8lm$stNR{L3
zlzFLXUUyxWQd!-)9J|cP&;idYu^Cc-o_{-)DYr6!66)%L<MC1JUQ&HfaG&~RGc~%y
zKqc-Sk=g)CpWZ58_}S!k$H#-U(nao949w@3Kwr&*Ct=5j0DEl@l{XNAP+Eo>WEQDE
z<sm(&mUfACxKH+y3tP^?qn{mUa$GT)PLdIYOnci~jnCESE^MYZW*~1m%ALGCYl0dC
zem6u)?WrhQoaTLPb*C5GH*PFYH$_$M;8+zFYari>`@9`nUSpiN`5<YMPqa7b6_Bf7
zKo`RWZTI{K<bigfN&4d$<<gUAr-L&o-t8$|{NG|Gnb_wzk;~5L7^SzT^pha(I7`IR
zhk3i<f?dQ?X)(1Dt!<7Rg#`*Y4`EnJK;@^|rpH>Wc4{R;JkFH<3!8?@O21B%Mk|#0
zdCU?vOL*hKwimm*skY>M=8N}Z^}bSJ70f(faUOh@nYAMxmN?O2cjnl^a+|usD2|eO
zC5h+B1$DaRdoJuQx&@I0A4{@q0WJm3!)sd>eD4*%R3h+nu#2_zk8WG~&##ofRZmT5
zbTMn#=ym9?*0Lsg^<bN1HlS(jz>qf6L@^uJJi%s6yACv|$dzGruWw6BpKo&eG##W-
zJq`>CZ!SzJ@x@ffFqk@tJ7o<@#o6;kWVk^?vA;?5ZK#eboY0n{mL;=^)KUK~@TOWh
zH*&qd7HIor^-lXaLY?~|bZo3mxM)khtv4#FD7Q0Sl7}8e+!L%MVKX`nro1z=dv7XX
z+MC;-ivVFsXrggx7aMQUO?5xsx*mK<2~DkGVW`o}Z6<dG>xtf`72BC*v#6d-F64kq
z7My6`=tM{xGL<I1waXm`A97%SwMu9{_m)^H<&TIK7h3>j(}wcm_c&ZMliXqLikB0H
z-nc1Fv}ubSM>#SiR-Sv$GB<!hv2q=*bjOaPf#ar8vVp^NYAz6YcTxUe^kxaZMggPp
zW14Hh{z*AixzuKl<zfrh!!sHuq^jK}M|;Ev=XAd^lKx%Eqix-Y;t8J%SvB&yj4x^?
zLra&(g%_q_s&`Fs?Jv?#b{!7l++Ipe6>0EX)@@?1G2Pq?7k(uaB`&$&C?~4%_#nFl
z)Hi;=01p{Buix4V-=b$HFWC%)?nAt_oB(**-`icA*GukC?+RJ5k6p#M==z>QPo@EL
zP5m;U5(B2pBQXZ)A-*aB$6l$T&D1(KJ=F=s3JwMru=Z&xf1r%ACXdzmHF`6bi`2Fc
zvf4${P4MBTdcHlP37y%-WefJg!|7C-*zvHPxxd^U`ABT+>|?@-6J<oPj|Ua!7n<N;
z@3%TUlleYYvS~X?PElAKhnJNU<Sq|gjt@A(dysd^1o}xzcVG93T+nS50Qb65d^iUi
zMceCykDt*!5Y4J3iRYS_gnCJqPFZtB<%tcu?h?Q3F*gYB%a0SbHnyAB96kBE`75Eu
z{IE-;KfK0CHG-Q{ep1WfT0OKZJhd1awI*SH5E{3$8q<<rQH`~Z<w}(%6*m)~HD2US
zMi*a1?#?r8IdG>x2A>p+Z66&Hf7M8{n+d-_XL$9_I8F>a5H;EHOlt1w3A(vUEM(Zw
zcFJxUk=Dr_NA4x}o>)y8w=M-;D#|?9cg;j4D{4^%uaz<)j*8DGvsL{krPm$$THssT
zvo?4txlZ#mSrR8c8Sg`IRxT!Qp|S^IiBUTF5`VR5*{`;70fTQd+B<y#5PwahgBbu`
zOG2NVd(C>YzqDOiL*@;p>6!XA+0j|FXGOoRv;uY?4R4cCDu#M}jw?@=#>cDm#f2OK
zXD8g_Q(6yFgGAi)h`53GpB7y^M~R%PbfLP~@wa@YnB3hb4AK)?GI~mx&C+yi6H|ms
zH8FiBEE?q-_puAgl&Y@ilpf_tHqJ)gJf+{Ul+H&da)x^Xhw*8R>DCQ5C=KWHOV&-Z
z2LM;zPG_dqaW659qBiS#>naI-@D(9u0I6NxcUlqxwW(db*V;|I`|`JylS*M_xZtM7
z-T{J9O-IIz?9*$KBK6m@6I1AF5BtGu{wXQ7iZ)He!8xyzbB&@Bo&~204VuQ6xUR4}
zF3fHRlr|KVIxILvi;M2}H7RS`dih`6NGSu}5toweEv%a{&WJZXKvs94f#A!;p_y2l
zhIS~_gTO9Dw$EjkbekBktTAcM*E?WzXF+d%VYpq+u13-2MxQ>~cG?DL$)0&kkUV`w
z94iDT#A-63)%H^?1dPh>5LEO+rtUksjenm3t$><WgSQ!~8H)+Qpwc+od$7r;7vapm
zcI>2_D-m7<%~jmnuJ*(tq@j&Y0LWjl1Tm_`ydk=@!SlWQLDMhzLvX#EYKE;4^01wT
z8>{3Jo-Pi#Myug=9v~CFd@6^@&28K!sv;`PPd@^v93k7mDbChM<@IlKH+`t2lw}*#
zChhI>GyA6Ppre1@agTW57Zy!N9ZaGjqisiJZ!x4cf2L9%OTbrky!iubPP4Ce>e~kD
z8;xEeVqZO2=GocXF<h50>trT*SbRC@OV~KcLqJkZlp6D`3R(!C<;>yz9R7}>s~#%{
zsL;;TsfLO|k5TU_ZxfuiHNT%-&0RF0lF_ei)sSjdi>cX$O3ZLlIL@_mATMe<!&bVC
z2YJ6pzu#ZueNIi-X<H1RaUEi>mKe*<uxrU^Z`6r#4S^G9@u@sn@0g^E|61T|?*<%S
z1H%u3_Wm8wUa&RQT~!DQreWdWRmQgR;%H^aKykZy5a=fyriwO>oS<9k=3U3V*)?fU
z(E|TEa|=fFDj~cT%`lE)+ultlv+|Phkoprw45i^>4G}K513{KDrHvpzU3w0?NoBUe
z0>}c_6<nH5rerzq>356_pifi(#c(Mm<FUeM3Uw5of6+SLk6B5Y3bl(KfAdNEWmW9T
zBePp$NEazLnMi9Px<Vc4t`w=<mmV>MYn3(_(}Jb<(Ba4#F9Q(@Q6w?t8NIvXl+m<W
zUWo@(`niN6Ok-g^6oJPWRaW17|EQanpB|-0FC=rO15F8SM@9N~i~z`tInB|NIG*6P
ze+AyIiB^l51RMjjl;kU0ehu#9iWu@jgh1YGJyR3WBBp`%TgkQHK1l4|LM?At`IE2?
ziP71~u7h)Kr#%J^z3~#0`^jicz-1$SZlWN#@=ac(r;Gb}uU^d)`J_u6d^YStI$AMi
zbT<6cl4)_*{?jU_CIsldVN%v9@*NwI@-~uKC<q)uS1`>y!lyoL8;>PE-bjYrzI7(t
zrNNIEgzkqJckoILttFOtb~A#-eu`O>c~DrjDse~YbXR+c#8aG~qO;*y`>e&7i>$(7
zCWBJiEa|YPQiEOHPMC*8dN1r=K!Tj%eRq0Wd#DL&`XXdP@}=OKAa|8yFU#qee$ouw
zD^2WS4Qu*aDz4HNO^NiBVF6nuT&ex#PLEw6T(5fHtTG!0vF@IFh5fi2E!|sefgL#A
znUa##Y+aLqqCDkUw@T>;s8&!`sgmmZ#Vt&aB(q$!!aJK@+g7InDJE@BMhtgGRix=A
zUiZlKU#HzGdB88Hj7x79AvRGC-E%duzJ!C%M?ZwiRxs+L<yN{Gi0EQ!mqWyw=Eg&n
z%T=+BkBTHtIxN{PdD)~x2@D^jg!9^q2y1yGiBS&8%XJoN)y+tDm25aB|F#bdY|ic&
zNFJoVj&~D?lPKnIXS4%A-W)lxdqMI5oen(bDFBg)t0-3^<A~&k*7nJVnlw=RsLU?V
zaZ~l!+;>ARZ9)Dess%Jtr!<qW9Hu)lHP;fhL{_#Is5&irZOHe6yr&&IZpRvQgsVD)
z_xrV@q0>L3%VWH&!E8!&wELpQ?KV3rH}=&i<UK|@7d|$6jf&rG+}^AMos-(rgx57B
z`?5=IaZH2m9Wn3r!VIGeF4?WAy2Zfa+EaXV^&I9~4VY2$#8gqMi&w=2y!l@Xcy1%1
zSSv2Vr#f+B^2dNF+G_LpA_88rWsv?H$wSpLR&$hHF4se2QmLSEQ*xpHr)G_Mx;hP=
zi%ibdVJ1{*$B`TYNx{bW_0X$=7cw26UYAlW9+VmuU@nq9WZZv?x?qltG*DNuPTpj?
zT%(>Um=K9%$Ys4W$1kDDNz=L3K`&^DcMtZ*e^Jrl@2ao3)qCd8+pt%I&UW=Akl0H3
z(11*CooJ$8Y_`ryvysiH#`XYzD7<r#OPq~s5O3gOs;TN4-t)Me^zu4D$Z@-HSW`@`
zJ6UtI&B1b5x^KccTI09?atxpct{#y3?8=&ADRLJ+2ciUD#LOnlV8Wj}15>4D8j4k7
z2O_J^$+bU}?nQ~LlxE{7mV0aSPl~FgQ{G&C+J@542;(I24umXej>E-fuK1F|^q5-m
zcb@ldgYV=NaP=elA}SF=(^-II64ruXlSPtc<{(Rfrb<!G)Xc0~ElDkNtv=>!9iRFQ
zSsAEMSA)~R4Z(4AN>o$b$|rWdC$yU@XOhBIE*2v0Hk8jFG{+df<^ANwW9O~1ykEkw
ztgOQOL8}-q!ldI^+b6GMlim3B8e{PDr=oY{QdRQ?Vsj$gYZb@ucZ#VQ3JMv&Carzz
zk{=sk^nC5tWVy-4?z;0{vs7wl@f?NDIF2poNmNs53`6bKV#2&rMVE&ULq~+Kci?;7
zi{sE-I+y-_d|&e{EIGSxz|{&$b=D!y25EPd<DC#WHR>oIDfGfueJ-f!UT2!6>-(94
zvZ_y;rdiaKQXIFClP~RC$dmih3G0V;#}T(H8;UX-t4e5D9T;NyxW9BJw#>h>%dRdf
zyqqb|mvHMvm<C`)Qf{U-sJHSPtM0;$x}c7pNL`UxH<eZLQW9n<oi9sEpt{EldP_rK
z$C$9r1j>gaB1=j#rDvF=zqk1+xmLhwztumHvJxyJU}@CPhhduOWgs)lnYcq#udeT6
zU31+Rc!ozgdW#P-b2mI}DCXDfR!FSxZ$i#!^p!EmvO1z>C~b<s6~Q(EI;ogagj-2~
z<=?thH!iF8Zf`k6Z*6fTcJ8MhaLEHU4-VW}7#K4aOVj5?WW=8;;Gpm9NHQ8VHJbHh
z24nBN{IHgLaU1mOIpuJPHYb=tQzUB&kW_n#4KdtZO!`5PimJkVT-Se+u~qLWMEJht
zfP7HgA0xeD(urGB6M1c&!42)Lsrrh%wnySu0ryx9X?;fMNAQ=9CRf#tVi(Wtujr<4
zPmj$|ht1F)a{Qth-X?nVBvWQH)_zP$j<LJ(!UH1uravko?<`+D^VkrGQ$c8v7M=t&
zPJYA09|0^!Vkb2PEGAr=ph8q?U6yM$kZlA4Gxx4dQH86W)}MD?U8P}T4pm22_UkU?
zRmgoF^wWwWKUtIvO~-=bD<V^ATI^67I5E-2YpA1WNXqD_zYAtyE#?1t;4b5mJF$Hb
zsruEGBK(b{D;jJtsre44nS`bF_32Wa98PCkDK9KFwuVO$E`z&z{TUX<ecl9mHppm<
z3;C13OjZ<OYB2WwqMGhKyB6L@Gp29%GxgvwDr2FIGL3GVVWuL&|4R<B>Q`*q@Q58N
zPT@!@fe&<U!+kF|A?8<umggp9+^7BdDw~!xtnpfLX4OgFx3xqC<meU|>!i3q)!=@w
z+zm2oiB~oc6V?Y|*yKqGS#_Gd-K?8p?4E%-Ib!oo{hOSI-ES0$4D$M1`RF7~GB55e
z4$k)Mx8#;ec{GO73f6ZTYIJo>26jrdYu9cHls|5N=C4lr+_w|YBV&D&#X=Sw*Toc{
z+_)=oXOhOVyD<KeE2WIiUw|{%Guwa6*Xp2EMI+(tuH<a#P=b-WEI5@@mzA{3A&*n#
zyU5&{cwl2%r`>`C(ZcSTj+30K_)Yx<hc1P70m`0#_WJGl%CvTwk{9>NEaLv+x)C}G
z&L=1Lhr1F^my9==N?_E@yNWdfB`?=y^uu+_WlG29w3s&>D}S=0pNYH#p+e#Ls39eH
zAinv9Wm8lDD+Q;H>ppNWfjxjZ!cRA%;OpxSbTm}&&oJXtarl(HLHjpkAxro(`EKV#
zRdr5_HX1p5aRuDIz+aSJj=60nIOK@#y*#b}>z_t7>ZUu9<)ieJ$Sj(-stwfsRmi7E
zvxYX!bQzGU=BWjqW}N47Y_ox?b`@8$AUxC=OBK}G(m(_84d`dz&9rLSqDFQt2hv-l
z8do#l(_~S@8b4*Ff)3Z$slkd2--rb$X0m}_R<dSg%s;|5rX_CG+o|pB5^}QZ_7gXq
z7#_pIkeSpr-kFj`U5#t}x!)<d-coZJ;-dn+8v5A;ZBktozkLdDyJBQygg{$NtoN=`
z^c82eyZEVx&!dHIK`P^L@qlPX&3riYN4=q3`O-X<Rn@onlCKrL?@P@=ILVbVcc&BI
z&_AT34d=QYonQO9?YvI6%MD-p=1Q_JsGDA9-%nc49phv6wX|Zp!HLt5hwphjJvnGn
zqU>8Z8o^^0M=%E?<N4evIW-~k80%MYm;6<05gYlc@#8lu5Cp~}*v92r_S<Bu<|Dhe
zGb5#N`(g6n2t<Iy)(bR~(9t(oLbr%I?v}q*bZrtr)-M?PEgHBj9-Tw673^YazYar`
z&;%;qTM6~eVe^<OgX7F~AmVrKuh1>T$#!a+tp!s1j}xGMHOyf>3+-U@f`&`|0YE+5
zkwzXj%v=mUE7J@hToZ8`J%)nA;#_ft1RC|Sj2{6|fHE9gO8|Q6iZ$}aWRQ27-0w4D
z5Pg)-qfwHm@UK~|CYKt7-g^VgxRvq5N`SRBuO8!!P-UwLk)p1X11?Bd2L3mcdQ|pd
z<<Y}=1qlbzPA&zIaMMJgR34E(f3QUzRK0x_kEdlKPZufISrR`*>~EjMhOj=t_HqP}
zq~4~l%vi7c6x5E6<oIuIF7XPIJT+l$hPN%gcUk~Fa0WfeS405li{R9@j!@dAiMpdD
z2K|0R3OuSvzmvw|g;^tde7-Z*<NlwFfEN;}U}UwfxP;zS#_DFF*F%o~7DA~U_QaXD
z+SlxQFzT^HVbE9qt5ljL->H!f48rU!qtE}xdPy4m1d6MM7<Vdy?H#5ICCJA&=&WIJ
zkThk<w_B(}fU0D61YP4#8p8DX(0B179Pt0ggbCX}a+!qyVvxlRmG?nNO(n&T`SNuh
z2@9a?DbIOr77Du)g^q3s2ybeFDntK>C=mX38^Wvrum|RL%n(O$_$~)KWjWN^EcE9#
z3PqgXl)Su83$aVyf94M`;Of_a2r|ahHo!{1FQm86NB@gwR2&JWiTflB$*-81pgtG5
ze3^CgK@6(Lyx6iZ<GkrnqaT15D#XS+(@p%ep`fYVfXExZJ>s!8zn?BFuSk>7k#Sr}
zEmUY`29l?c{pxl$Oz#=jaMkD2JRa@e$m~ItfsSgqeA+B0*u|mB$usP<=xwBvU@SO!
zucLEN@MX0Q(noh;uhFtb&66q@mqiLY7&4}!Y8u<1VP7&Drm`QbMy-o3E{6s?-PU?6
zMb2k$Z&N`}vAfUfl^~W6^CUoCB^M=|0*!Z5X%Eh319A`gR84Ov(kgm%V~aId6GrX6
zbeA9R$hb2W+(^FWVRFHp8+3?AUbhvBJ`$QVr5*2mGhh9qP8*lCDB3B~`V2tV6K;#V
z86?HM=U(h2$28CSuno^J^GbVAM00lG<|15W*3T(QsA-k>cSa62?_0?}d~^nRtJWey
zW|SkS0U$D@lu>^2dJBh9!1)l%7;eGUG@(6i>1Lk7m7B2ImKm8mI418f;YM9q`Lua0
zVc{iVc+$<~HK<|DcB=T{2Y0#W_05^olKR8hTBvSISs2=+hSg!pIbYGa`b6VH$hF%_
z8haiOiX+<^V@m7Z%X{$M7zc+UX7$Y{+HtHQKO$X&#p=!+isB{7=ZnFe)&YIWkRu{>
zVOr<p0OESBPMf2LUmqm(G}f>5#l$TK1h@m(N6*)agRh_CjYV<PU{!Nz4{fB5vzOVq
z(bJxN+V`RuRZd{lTkS0@<f~9m)VZpeLoc0a?YE?io*uUZ6_i2QqFFWAApIOl>`{?(
zakw`h-r_EQ=jc9|zAt^ayK{FU$W$hrCoqGN?LQB1+cUpRAPXz2w}3gV_yElH`fSLA
z2xFnE-UQV@`^HhpUsEfgZ$)1}e6hA@3h*ZTsF~Ti!E?zZ*X$l7Tu$DI-^6=>KvYq&
zPu|&^CO#wNkA~~AJ+g3)SmGs#oJY5YJ_EaBU7UWxRoU;tEfx5Zs@RIS!N8PtcHd99
zB3+Uas!*wSmqJxNkucAEGT5j-*R&e5Q{gn=zD;Z>dX0ixkuICtCJ0aW4nn#pT|-w=
z#dCSYci7pSq~6&#^i^bhb?KIEIrK_nzj}%wol5blfaWF{9&!6fx;^>iWCk(HfMd-v
zlt*IYYa_u4C4o^QVEu#o`hAm?Sm~T*FHB2PIqr&eRi8C7JBX)mNDEz5Gt1E)@=4{f
z7^(-#m1tJ^D`9^!0D4<UgQX=LF7S#;!~Wha7~%>iJO+pva)#v)#V|00!6812NI!xs
z9aAg))YM}(C>3<Fa~2MOT==M)Xb?*EtJ|UGv77=R29?NgdU^NA)F+!?PtrQ)%%kb;
zso5_?rOs?91-Uh438^!BQo__xq`}VQfm(?VZ}W3HI(m1$;%V@Rvm|iSp>4)0%s217
zKyECB?9T3@9q`RE)JdLu$bIs0F)Uo$R;E=iycqV_$j}sb#xsc}{}HRN5i{*9AUp))
zqum#WdD@Z?^_;Y`7QN`=X4x0)?S*;3_@S)PS*N|1acR_55)O#$b%yb7q?>pLZ$lX<
z^%pksu$O<*{%EinJzm{U#m=EbQwFM~@~aA8y+p?>f!%<_#FY99JJ#~!>KpwDZn~<$
zvR$W#JGsCSfEne#cP5%(B58v|$Wt?)^^O3LgMQ&u9zKbe(uIyXQ}|bYu(hlMnf$Wd
z*YK>fS(AhpSWBO_u8X-6z_J>rW4tTpnTV(F9bXvtHxZ2hX*?SRkki$sL#!a=-k~od
zLd?#WTb3wilXvG1q9ZAlY@o}w)c`ZlZK3HN_u+u2UqK*6vsu>BtpZCk7t{6<(T_yu
zT$$|5Ir5i5w|)I?EGjDnc(_v83vhZFid?TfxR>gpu^9PbcY(1MHeh>(1fu+^SYi!H
z=Wkh%kq%KXEmE<b!08-?Hq=u;1AzARew(KrSKPO1&)$y$$mISJ>O-N~QzrEuAwHs7
zb2OuE)>ZR8=SZlbjebQfx;uHpi<*F<{@|CG@fKN}vjp$|Nav{RlG5~dS6$r6b-73E
z!;ni;)a!gt3iM8m)1eL3Gu(0$mMEC2=S8VIOS_JK<?YUYI0+zi^l&sLC<v4iWpC-X
z;;CW`Tk9H*$G(~cI;KJ^gA9HQ)eh$o&@)M9tqpw*+#RcPi!c<I$g3OH!?k9&^6X8X
zrk-t37;@*N-j3F`*t0CneuiqH1<pyYPiRhqZfA(#9}srF1^TTqF9ck1cr4XZ8AA3h
zQGa_6ej5goo*_&E>T_6QY5^c&q1X3cHc$mcVPt%NRvH8F0@rv34#i*PzPI8HzW_|X
zdx^@ump&b#rk7%J@@#*|=sH4xHgy-SdZd-Wb$knvmd0me7l@Cl5wk7d_HhhwP#|{9
zf@nzKzYsAr1?Fs6Sq!>A^?i2kOm{KmS+l^PS?e{Nc`UtnJc02Lw<p7uC=yEf(5u=t
zr$o-Sc*7m&G1O0u!xIrM9_M~se+Xoo?R5-gI%w`txJ(J~o&p!!u<F_6$E-6j#*=Nt
zADjVFUNF4RG?p8^8k2lATnHiQB5t=!;+CcK5UH_LlrWAk<NV{{`TgZ7tr;NUrHHp6
zVcj(0W6JtX*m{F*CU<1`7Glh#%dc6<!FaCj3-dcxE!MhjHoK@PfkzBTuEkrrOv-uc
zE!XzRgd#1rzDkQlFJo+nF__|*p{%R;9rs0<gBIkCE0hq{wB{HK;~+=ev)fgk5~mzT
z9I(_|XQz44j2&ZK*|p!!Nn!)+0KbsjJ&4kTRN(RybVrIg{ab;CR`o~@O`$Z9hO<Rc
zTW8u5WAtQ>Li4tvEQj*`XcGSr-ipGmv(8P@@z&hs>12+vih?f}&2$rX<9<`_*eOHW
z$-WWXcUF~RZJjLJ%TFpbYtAFifpJD|=e^6a1;aC{k@fU0N9FBo8$o#Mz)2JZmnsEY
z`!uOw6154R)9?ytKp)-I<~%e1NJoBJ#0EjAXCQRinOU@IsIvv`{NM1hRfd?E*+%?m
z2Z?Un>ESB#;z3Z;!P&<>vySK~HYh!d5tLnMEiet}8^)YOzkMbWq5befP)AzGtL*sN
zX83uWZUoh98c`i$u8}d%;8M$9Jg4q16rP`<>F&KztGt>vd2IfC!>R{c;{xVfIx8OX
z(DDH<B2ewA4?4?!YT7OI1vy2Urp{V#cWtq)sCP&udt<w)RC1@0;wW8qSJu98_2Ph3
z!byi?T!?iY%Bg%YPV}q~H3Y~(BsX=oi<f3wD%hKEmI+bvpb~F@(e@fSD(Z86RQ6-l
z$icOloeupz4LWQjvP0&c)-~ZhF6HQ`FN1t|1Mp#gTYExq;40s&QVCoI>dJFVHVpG!
zXc4PE5G$$Z$M`W@E)<SjW5LFhko^a0e>h8c_S9aIvmg8D2e{h`%9+FZ$6Qq-j`*VE
z@WFiQzlf63Z4`q|LpM3niKvW&$N%2b{g%Y*n@l!xil7J?Iuc8hF{`D>ck0yI_+l$l
zX*1L%l22CjuWRwi1TL>1Zk06vtZ}0LWq$*O5H2`YBiOFgOH~`G=qffjJlGUxn|m&E
zZ}6MeX$!X6+}Z269EjZK(+LqI{G)57KBsY<U9N_Qi`L%EflEz|*qoO}0NLNQ#`7*d
z-Na=8-5?*)|AMiPVD@7rQcPT26x)d5ORX1#oF*_7uKf<sC3rdi9~-R%KRnu3Q8hBR
zmHvy*=hY}|-w2z-caygw|HFHv&t~BJRqnr_@!tiHOgzul!}?#|qtOWLB>w+Zu&@$N
zh@Zm$s*|X&s>wC1U~V(i;G_Hft}Y$|?JyEcm;f;PtzAFfMW)FwX)%eiAlzZbsp9LQ
zk&<&gp(s<_rN%}MYr9FlC8-9_R?KW7d-8;1%)c8NM$w+VU;)A#z4ez7w71&I0Txf&
zU39xt=M=NTz<(%ljhD%cm!tmvRd`<4?Wus{7+7J2D;P`NuqUp$&tSax#pzCgLoGhg
z_6m|`(c{rJ);d~c{l!M8QCHVJ7SY1kFC*OCbo`PA4`=_(j$)1g^*F2fA6_unPAk~^
z{Rxz_Gbx{rij0bZXF{JND%l1}64~QQA&*JeVJ%hrl(2u9N66AcoC{uEc~}mNX)EtL
z=?;sSPw+f7`k1<`4zq<+BCG?&T?W!P@u~DoSw}$QO9$y8-*THjYP~8nllPldtE01r
zGK1D)M>GBy)qekMCw)cUGl7zzhtK|W^bGd)e0$%fJ6_XJSj14S77F^^y72p7e_&6~
zC6Z=X47-+<QmU3kRhW*RUUCS?IO}_;Hb5P^Hv^SD%=+$)j7KW{Ckz)Jgr`>mwdvGm
zPBhHC!J+qa-d{C_f5@%dd-7C)kCdhAo!Z6(!HHZhq{B$|RuY6;MyYg~x@Wjjwzh{1
zL?k0>vBHT+W@A+baa=BD(;IF&OOSXine~$T=Gl=4LG}wa2PWfHn-nD%r|G=*CN;;z
z4Vk@r$GG)Y!(1iyr^UDBT-VRXQ#6{^4V4cH@)g47PO2RS4V%VsHBKz49d))!CD61p
zO`@zCTu#?%Ua)RZNQ1Q3Y|n^hlTP~@Bs^22th0Jorg8p3<v+$ej+1}&6ZV7>*dCb5
zpO*Rx4=*~xZkRuyS)K^Z7B9e$p;D@vuDhJN^vJ_6Wjdlh>~Kl0A?Em-INz>kJEewu
zDu%sZ>_jKUlLGjYDGlBYHB;0#>B&yyn$dCP!s%AoktmfZdh2yk)H#PVlzc4T*^CRF
z3S%d}(^pXDvp$z5h_Km4?!ID;V<<1bynZ53koNM2IKd3lJh5+^XgR1_N_&Gy=ch+K
zhm{?=^g$|WM%94hp5O&bIwQit+OO-ybUULXUn<4|Zy!IdqbJb*Z$wvKw5JO;{cQYx
zB&Mi~9qUqyiwb3z?xL_PJ*aTRnLoMj;aJBgT3hFO#nM~%QMmo{ybF5v<ym6VQ`V4n
zO5*w;*tC?osmkH3HX@^ByffN-)gk)mz%#dKI2pP%R(EUYP?KRx6OioU*rd3-(dWS|
ztu(DUQ#ZYS)w$S&dN7k53<q<b&s*nFUE|5g52n#Z18uUl$FT_!8G98)9Z!VhFus%N
zNEg}hI?T)=*91h!RIdf@@V>X2#T`RCcjG!*9wmlHmF}D=t+s>ZaHS>X4++y5UC-H8
zNozhTgj847OaR2ncw}T^GRg?KTdNQRgkbl+Rr$Sv7`rm-EjcDWt(i*8I@ZWm+J<}n
zh)VxFZ!O@2z6|IgPMYLP2-?#)OaORQMi-oc{OpdpnL?>`NIJiJ9ctk;6`53Pu!qX)
zVy2DXSudcgisjrh{9aGMkh)QH(gl^>-)u<P$?UUP&x@BQ_jKg=w=0lx=PJKF@Xuy7
ztXh{OaY}U-zE2-Ye%kD2oIWGi*QuIlG^I)2SQ`c0H}NE5+7&uoN7K`>Rr$3<z6nv%
z1i5}%to*X!tpMo&2}iqmp3l{`cpgWHly|n^-AwFM=oC`_O}aj}Zehawre+8O@6eJz
zZ++S+0pg$E;2zl=%~E_n^Sw6t-BmIT23CE&^k!^V(ui3}qF2Ia7tOMyb<9lJS{2Yw
z_9<GDLbWXLW*J_&=*~&r#&50<YIl!seVb|*02g0u_>-mA7i*DWc{#@T?2kC6h~3!h
z5PAC2(W=3Qd2c?`>aX5OQg6;H=_ro#zEc+<L#hHemPv7$lw^KrI3;<{m5Yf(d;*QB
z4cw&K#Z9r+nU%^v?O4czzO~7p07#E{tAxM?YdL;?2&dbzhvM2|jvm0frm9Uq_ZEB$
zTNeuE-*QF*IV`5(JIaUpB|ZBvt&0P-X}LBq-#eIxS;A_p()gp^kLQQMh`B1}_x|7U
z4Y+sgzlk+|zgon#h`1=Z5oC82vv)ar3TO6SPC5(OPO-$5?iuF_bED~Z#dFxzqU*yC
z8faf~(apDy0im;)rpzK%voGT8Bc=_lu}7MYp70?A#mU;28UzONQxdGn#1R@WGoJEC
zOxdK=mFKKo)UY2>5Z>BUX@L`zhDL;Q%@JoLk;jekT&$RN8*!>Ro3=t+RRT0Ixm-{U
zE04c0Y-Je!WHT2I&5FhEHfGkBQL;KSJVD1SkbZ#`*AN+cKtYnDVas%Kws%*fVJCKg
zoP<r;KzpLOdB9I|#w2rmfP8nQsUf;ulPoM_#;Iv{iF*5K0O&yVZ;JW3RsL}i`qv_8
zY7f(WTw@V2*K+~pb)tLsWX96M>LtrakKqk!c-Xtt$1mV%35h&@%B@Q&C<?+`T&~O=
z{A9z_#A5b^54D%CQ(R|61~XB;RZgKP(6goM**b|rj@UJyT(hF`iy~fQGdZYPS4_X2
z&c(CY2K}Z$6o7y(_4l3e?EEQnB`uBU`Ilq8;SR&d2NBQUrU7x!G(O80<<dDvd-0gh
z1}sVShSa)nU*^!O>hUvh8DrMW2hXmnR*p5g;%YiD4sS={L|wX^B=2IALUKX7S8Q-4
zTxBu^t4iOd-EKW^eGX1!M4<eRdw+wp&#kZixdz9MihzGr`W|_R!H!mO&jvcbA^Y`v
ze(b%QNoDspM)mcyQY;mgz|Rj?z;r2KkklBD-4kn%{Yu2{4IWbNT#i6a+9bVTA?FY-
zrBAFG47uw+7|X2r@bVu)g~p3m=&MmH%Idcl0gSO>ATs$6J|-_7+n4WPPZ38>E}_OM
z+j!E9HkG;a0}HNW2Ywi+DLD#on*W2{b%coxS4p`0<KHqSA@)CGRR5!t8p7Zzhd8*w
zVztytC|hOJ{u4}1c)qny!10EDrp82N=XekihjBRn-7*+Rcupbo@UNJD58DM{vh!v1
zU63W?|Iu%sJR?ndQrTtFgDjK&Ki%U6FGbs_>*fBBehm}VA06%4By?=<K?nc2hySr)
zzpspMQM3P-qdmm0c;uAke-)fm|B)@^f7OW@Q2u^A?|&8i=VK2ro2o>eZc@?g0+w(N
z3f`=-ze45Vbu5^k0OxN*O{3PVvUVFZ#+@o?c(nyib#8~;ongAKrCi@ijH;&ChJU(F
zy~TyYipk;D*4Ef1|B<V<wv)6rUvt$uACz)zq4+uL%hGBNoyF+pyJC^{bU(6$zdNrB
z9yS&>Oget7&gN}7j;Vo_Q^mtVL-|x~rpd_OUlaVU%7|q#-^0;FLi&BTtP6uAZ=Te^
ztXiUZ63|PBuL><bTa;1Yu=2Shzav9bReQas=Ea2+%+@+{f<DLOR~YLy<X*d}2HCpP
zZdsW41eLkJ5=bvm@~W85y}eC$lDll#cG!ELywcpT4>!4X?qj^MxFt`6D1;eb5eB;^
zPPpsl1*THH3IkRR_1|+QMDB6O9TmS6U7Z)<NC*S9Pw4>UB+1y%KXiIWu=(XF{<hx>
zy4q;n3h+iMs;ffoXI@9)orEu<6tm(7(=#W)PKHsx<a1rIPT|dAhq=ZR_>)*CUEbB*
zB;(|pYgIZS=_{n(yaE*zCYg<4EOJlmHcHuMe48o)BFEjKj}fD?-<%1bI6d56u|#W<
zXe}HOy=b{EY;3n=SIyzSdf3x;ux(wHndn%z#fO~f4$nI-a$n(A`uV@{_?teyd;Esc
zfST?Kxlz=-^r<cWMEn}MRRh&e^TNI01WPq7uyN4m>OaD%h;Ma~m~L9sJAIwDoJkQz
zwTDQkL}_F4=`_s?swDd2G?VE1;v3H`5N{cH9ody%%EB5ts_Qz!whOr_NI9^|b7V*}
zlMu+}d~3qMDkc|$NrYKnLym4wC#IfRdL2T+Rd*35VNtbdv76K%MY%Sf<kaq-pH~1L
zJ(&Pf5MLMCIzP9IYRGOb#MFKXiGHzxWp!A*k+r$dbjbVDk-~ww-)y*~-w<ZAF?B!_
z=u4{A<}2lY9shH_AU5C0$qCeAE~61>7Z#z@b7#I$g_hS4loDv2$CcBNLxZ--ek^=m
z64roLb3iSZxHE~iLYV^$V@hy4s2-n<O9i;Aj#7f!y-@!}H$S?)hMoS9eEWJq-NiKY
z2D|%{{wiu}YWE6J*pzj8hCzcZeef~h(D+-UUsLv{qZ{*2lR?>4l|TN0B|m4r5ZPG~
z;`{@GKR<%toqvO1GNOai@ADKe_|DgvBc@LKoo7;V=clZjEwUowHj>@SQxN<ofn#`;
ztp>7}6b1b{&fi>fHRVS-s9?)t13R<Vh+2Jcp@Wt5S0Gs!oazB+cj|Q<17^dNd3G*E
zqZ61vnHo6KD%vJCBv;vT6tZuR8tcmVjj*9PIFIr?`$xX{HErVL>vY$M#kv!c+e#Hm
zzD(%?Tl~~>tAcHFW&UJnlp+buQT##|%+*%ejrK3#@dSyu^fi0IkyBQK3=ve%R5CbN
ziqAdRNMyaEdtD`&cRU+5oj=$H`N6>AV&Vge(i<to#$8~_ey72#V<H3cw?FuE6W)=5
z$vu`n<j}%8Pu!*SoA$qP@i$==O7O~u@jN;#<EY$_y$$cQ%UR4;I<DtB<ECa=Sb=9F
zPfLIkS*>ZpfK5o1FMrda4!f6&%^dz|lnX(%`*^<W1N=tFl+A?}_jj#zR`>4>Mj8pT
zm`zdLJk5+zT-wPe*zmeZLJNVzeCmfm>91aXO`=cYP}xr7=&Tg2PoIi7Fp|Af1C`p0
z9}L-`ERuILEBt#{@ILNo@?%0KBH|0Qq|>hSOPL6e8RCxf<fZc(!)tIdPAhpKVbl}*
zo6CZKq&hs@&kRX*=`3a6&4O3&?|X&c^uBqp+*2wVz9u|ds(9RrqP<d8I7R<$%Y8`s
zUYb@_NLD@JLN}8)KyIjQoitbt+|!J3a3h_uQxr2!R6&)*0nNbG2ufML8+$uYKv>Ww
z13T*guI)l(_7$T=&*I%3@`+1az_Pa8^UMIs8azN%I#w2ZnjKbpLov{;;cM7@-P=xw
zfak8-u%SDVda~FucKl1KMkVT<bM&hl5#Ya8a4#ECV(|zrek{SuAw_%R?JQtOl`+Pr
zRns3$t~HI^yv-RaI+s;`f1&9*C5%3rlZme6bjltHQ~`>t30oX|s`$e3r|_s;Sjr~>
zsl$>x4XY)+-j1#|4Zwrvt8VOxeN9}+F`v^lP5P8B3UkBg7L5fJln-O6%8j-yez7^#
zvBCBO$CpsEC&F@qyvE<vis`OiCV6&NArR>}6+3Al20ps#WMZ<G9lBk<QjMAy@$BK#
zl#=i}`R6+wW(YI&1~bVj_egc74zj7yHuRiO({5XKO?XN;UlTOfwl`doibs#!s7zMA
zm8Exa+BoiLBaD45^7r?Pg}}BV&UE-~4Z*;Yvw?3_W;Hnl<GG;FHhfX{o3_K>stLf6
z%R<O(g-Cbsh4W7f&-*D(?$aNG-sHd@s6nH&SIxiB^j>@Mi#X|O#~*QwrK1UaqaMqm
zFg#stt*H}FQi_`wi-kxXl_#>|RwbhAZyZv7N}S&1dqjw-g!z@LVk?=)WR}zS$bKTu
zHBmL@#H#Au!>{)jZ>nRwyD|chAfK>{HuhM~CgU}#znLSQwVmLw<=j)Ul%H)+#F-)k
z-X$9YGhK~kJvGIKRVb-LUe3HVHyyAX<ZRbcDNFpw#`FKM_mx3$bx)rOA;Chh;K41p
zC%C&4++7FPU_(fPCAhmg3<P%x?#>KOaCi3|$YcMv-hFF7Y}M|Er-q`aJKS^6>C@e(
zyMNt%zmv;^Ibxp{Cyj(5iWc4_r@U9OX2aYEx}GaV7Fc-}M|~lDCyE=~xL~TySnoh-
zf(t@cW5`bH39CC*9fY2)lUn=Uz>%@ab5yCnJm=7t&=cQu^7DcHX!u6Th$3K;oA#2`
zmbx;WJE~;zA67OC_7FWIqKr;OihQQ<)3L&e*&k*zbrdh2FRsbjcrCIW?nC1ALrewv
zJm}S@_uY=7Go<3Y2FFu0PlKr8Jf6IkrueAza&L8|EOl>SrY^P=Zd8*6P-A5v$HO>L
zfb7pMO8AnW%^OQ^V|Qy)Uz*dHjF+SD<_izc&~mQTChcpr3ZORbkI>s0YtK2j#bG|z
zn9ryu#ldz=g^eME{2k5WWcxz(^;P8>m!rtQxArc68SL5#vM;v9of>$o(L9#<ujjma
z8p%bJG5%@~<<m{^;G0pQ6I<m{*GW2!<B=FMRTRS3B8#*UCg`x(CgNVl&SeW*cEso-
zrKpNZmq$B&nWoaK0ad*<kyUf>%9fINUJD5Jd2Zj4;1mx7*RS(@+Tu+Hbc+Z_hi_>)
zH?Du~d!*QHdn<T&<H%MJ{QRp|BNO360H+P>YiMMMNcC7Ih@CvrK)io3Z=#+$Uof=J
z`j`hIA@c06sXi8+`8}|CRLDk(TScW`<8tTc=hs*uDV?UvU#+XSn3RGULLzYgaYq2f
z6VOwT;8+1v$Dw%ujDG#K>(D<?;swHpS*-*wI5s7mvWa#Z{5FaV9@;Ja`2)@6g%&f)
zZU*d8{I|yUi;5R(3Zf@kIA8w0%ZFL|iRLrt$Ed%FmznAB!5&TSVZ32Hv|FssUw=nD
z_50C3fge6N<+k!KU;cTh|2FTTPpA+RY4&CQ`1e3K<<N*Q)S}mHn;e;6#VL1Xc=6AM
zvrJ&<q<Kg++Z<>q7*s2Fi#N+61K{n)YLKl=lKSsP2TOq%MxOtqgHgmMv9L`jwDl+g
z{)P9pb+9BfpNS`SlA{qyOMAozXKU<luTE(peKrYS#$Rz{x#4rjvTy6&F5F!f!rY@7
z5&b=Ds39#xoQ7+B<gzRR^L3X^R81Hgw76lYNmjj7+%`RDjXaG01y`h6(0XeH+9jx%
zaAf#DX#V6W^HaqzN&42`oPjNf4f=VE*ZZa*Dih*I&H=sg^6vhs9&#Qi_UfPQ%AUZ(
zk`N=Z<o9rdKQZ8z9Z?w;1#s+~ACG+qNv3ZeoBwzvffyLFLo55mgtehdv|3PObjJI9
zteKG78WWlDpG@-<6%`HjdAu_JBWJwrrZ{+UTNkx+&bqw3R4y&#N?C`THCTSL#nX74
zV1Dx-h0UKnQ9evQx+@SCe#XKQT2!m^d013Xg8g(1Z#AC?Ej9WYX`hRH<l?_9Sr+Pz
zK|4V)u_q02cs68RnL3uIIOa{d2e1Fo6+Q+%`$zBAPc6jI?I%PA8QAa;l@z@U4VL9s
zEEt+T7_UBjQy@4m#PRaah#)jBNKE_$bO;3>+-#yxf#Q!I^m3Tf3jj?WG7JBG?)_?8
z=4TH$)4!Pu%KPwQ0<VofB>s55xST~cVv;6}I!Y5XQj}$n&jDDt)4QjtV{<Im6e08f
z&wB6AsKf9qyp_L~?p||sPnfAGyhYP5)yG(TM#S(BoD2$&5VJv73{Co4Q}A`cNXPoy
zWP^G%=FnCK51-+WMlJt<CyAL1AMb&dNC5GFKK;in(DHe6<cCl2`xi3*WNb2M0rgYp
zhk2<Q?ag1l(*N~G9Clj-@13o6c6ORZMze|JX@$+`w^vW*afIz))$6pC9}e!Gz53qy
z^lv8<DkQCPP?H6>ir6#BiM+1L2|*|t_RB=QmKP-nxG_7W7{93Qyk^0A*oMQI{C!DY
z-Y;d{`S97#a1kp64UHi|U5>{N@|eRz%eCT+czZS4A!TE}6<S74NT2qqK1}m^<@@2e
zu<P>1bR>icUrCzOYI=K71B4huX=$)4Ca)X3ETV1JI{GgzLPHy`Z}eQW&p8=1Sk&&J
z1;XymZT6|clTZKDfl!9{hy#1`S>_bA^O36yrV9EV+>8k-Nz?Y+wFy@z7grRD!bQ7_
z`4_j(wW__(uJdX`OCe_7lONLua$Zi3gw@*#jgP(umuH5S=v|48LyL1?B!Oo1G{s{s
z$6lQ)spLoQ150l>cJaz0`L3T8N@8N&K(0Ex1EwA8MkqAUbwemo^cpu^I*=@~#j+U(
zggSiauhCr_j(-v@1fGxJRik(xPS!JGtMF~mNs`y1d9O8@I{s0v{@br_6>E9leX{xP
zQKGxyiY>*V4ncEbG%9wigQYoMTjbPm4RR8@G?fSe%SRPI%Wh?-un!Vy1iQBVCR@v;
zd5DSR&RB{DgI|M@<y3^)HOlQ;uiQJ9inPw!xu(3EyP~!82t@z~20QmR(U5UyN>LvD
z^O2IfE;TqWxFFttNSBWt#)Fgy<2)X@n~Pib&~Bt7D%3+M(*xdE+O`MX0bxME?29U?
zUOnRgQtux0>km$KTX`LJ=Fnt*L%zUy4P`xOM;`3&=vaKErQqUGyk{$R&@_65+Fyrx
z<D)iGcHPD51~aVNECuzqPoMAg^|n%#kZ8DgUwt#om$+K-?w^{*m_)_;=bV_(ALi8P
zPY+K-Mc@XNT(Br0&NekP7Ta>=^=p&8@0m-R(}Q8ge%g}D@AOCY%{7hYv)U%Gl`J%0
z2L{Y;V^doTa=zN1f~JJ4-6tn(*>Dv{&=Umvh5Q5qnEanY$q^;*eji%TP`56tLN0q>
z%~?8(r+e|waCjSW8k(`YAF~{}z@*&RL+uNnX6E6`&F|wvRfG*)^HJ#7_^CP>nc%dF
zj#+Fag5F6L7@rw+-`H1YuW-!QCX)2X<KedQ(&RjAZYuq{)IQM;Jw4oi0{S`O&r*o!
zhRn?U=5LPnIe_}hAK5DWgj0m0?TZ69k?NVL_!#)=twc11bxXomHNp+vze%{QkOCZ>
z;uT!V6}7Tj1&Xv~-;}?I?CXK{eERyf`4n&7LtFPM-C>oNl<stND=1zPbACC3!nudG
z#D+SCz7bdN{&KyrtU+Ayp<w>cAE+!rwKp2b;QiWe@b_S8P|cjK*SkcAH*kZ<i;8u?
zYC%^I9cWHO0%9fmsc~?6!>EE61AS*QB#etzO1hxndnT~dMta&8Pgqj8zK6m&HfulO
zxc#ipkMfdXuY{3LqOYwwS1)s2;WPn{#wJQFhRL53yDzUuCdz$SJ-w!YZCq1DsaRy+
zZxEVhYcX;Zs_VX$IGOMbzj|h%VJ&$U^W-8wDIzCkOe;TZCtjZ7=s$acnqwRwu}sYQ
zKC((aR1-iIm%IRMzD2W|q*CrhjNL(04`EjEJ;}mMOL!?;0>84<?QyyMtFbpU-$|sc
zvyMJ%aK`wN%}NZV7|JI^K-`)7maUjSx?N#4Q}P?*;ymq%;F-(KR03sm>AHRDDbJOV
zddq0S%i-1+<Q_beYfF8=)?)iNHJ|wSKT0-k=kHUWsHT9RvBIy2XhXU!ao-8&wz6IS
z8j2}QNRXwOdkkB+f7(Y5{Y2~g*d^yNdoT#@A?WnSS+|>22*#07h7W;zFo6F{Ka<Z7
zh)oCv0&3ORYaRIiojth9^<Zgwc^Do1^B_VA|A(a+9S->~U05HRggn}r|9vd>|EZk`
zedoo_492s+vcsPEJoF`bI9Aa{Yz<x#{%!ho()~V%gPE_-+FO2W-iP0h%M$<y07U*D
znackz;lJ#{#l6}7TxMp?p4X7$dMK;+EIVy{<=!m2>s~*v*<ca(d2#JJITcCBvRYD7
z<VAS9%Y5hL+M*c@PS>EM)yp*#!yiUQFI&U(QQrmRG7&SO>$fn{rNapc388O1m%#b*
zL{gxTA`^V$vb!}mF{dIcO%rHyni~^S;Q=YuyFD}8|8Uz>d0yP<1~2dg2KCbuSmLlU
z*kL?#<O;D~-4u=&Pyf6=ngI2sKt5oJZE2i!k|%#$7wAP70Hm=G<57FKE#bft|8ZRc
z00SN2g(ew@(ICkmI_U4~)Y4C&BM1Ppc2)z89v}8_ofw4hFoJn-MblS%!rzmCUeBU?
z3LW7YD7-9|Dn#&)$vyF@p!@_KA&q_X3jN<n!=V04>3`YdK{oys#DBHNqw4%uPyc(k
z{CkZ5YkT}_F#T(q{(oyv+s{>sSzGVQz5CO<cyJJcIAG8>+&9w<kXl(+M0Ar-2)Njm
z>M$`s|K&fRerl0JaB4LC^)mcPo2o41Al$1rX=FlwvO3h4&|g6d6M)dZAgm(h5tdu&
za2rbDB`eWWB>U%sB+|AqpP2=~;#66>+fx$#<#9kgpm;HTDD?7@Q!(e1Xbb5t=Lb4H
zMi^Yur+%OW-K3ts9U7?Jm4k-!_^c?4TmP$nPNn6$fS<%CgTfqav!lQKr3e4Y0@jZn
zekcqh8+d<Nb9LM`e{}*^?lRBkCI0O`stoGsSV*T87Z;b8k8SH2LK9S=uWeCLi4Hx*
z02nIKc_c@9KCT4^_{W6W7Czr{Wx@x0#~(IH1ntYIH7nhSe+~mqgtR^*eqzjM9(G6?
zX$;iT(sFaFEu2N=R8UePt0P8*C%2%FH#C&B`ew2s#!~b4*#r4L!oSo)O(CJ$QY%Eh
zk8Bi=^^91$YTYFKsoPvP)`IwK>N~!1LpOOUqeEs@)w`yKw=h#n$6h_SAC{Xw2B1Am
z3|Ev`n7rkO3hU*dqfW{WC)wq=JjM>iLh=i3^lse^;$>0F%bP;AlHOr4Pq+A;mHhy}
z<JX27JKT;E!VeqS;!MtDCHT=V>Fs6Cn^AvT-A*MvJq}*-N$DnT<Qnp@#$mzE?=sCt
zI?Q#ZXMI*nt-{v)hf`C(_e$;$n#ffJjzLy?QdlG8Z`qy-FEOn2=@NSwd=0{m2d>r|
zIt}c^PPO~`PXm|A%dsE#Kk1K6;hdtBLphxro&aubBjx%Rt4PR1H{Mb}>1YV0<5-EO
zT2OKPElXm}fx?Wur_0&nj(>{$W2+;rmrfKGkac#sAC_IOO2Vvib{6|2tTEt!oHP`A
zHR}#cvckyqzp~k|<Uc+29TSGokmvNy-=RM#!)EUO7{002L@NgA2gb{4f6UvZ;^X#s
zWU3a)-{c<ad1ue{bM9aPns7Tc)fttQ>3YXqPD{CHxq#b~3!JV*WS&@ACPsKNg+vV9
z!4ujA%uIl3b3Y{m&-fWeYI5VFJO1kr+IRmRZ8)DYNk|w!C>&qc%)T=93d#xT0L+Fh
z>AM#AC%;+Ye>+eZ3A+Ad!KQH{NAfQl^NP+I`(^E5i6-i0O#zk%`nZ*x5NND=(C{rN
zjo=+0+dFR;6;0aW$F>qFd#6O=Ut{`I4_v%GKiC|2E~;xLNx4vo$Z(46Oh``)a<UOm
zV0f;B_=>Kuv9fsFpeduMY}2W$MJD@~Vvo??Hn)mL7TwF*swzp~OJhN&tSKVO#^hXI
zyIECD4G6ltJYsCjgzl@3eKgy?gdykJ9SJU4H<p+lec?_2L<a}(+S)Fkf<u{+LaxiH
zBC#5Kvh&<(G&O3~>YB0HdV|^zMxnMkUA}#%%rz5p)XQQV9abHAhr^`~l(xhyoxXN6
zN?ZOrb%)20M~fcJ@4bz%O@?(929Z^y9pFKj9NM;niq9eg5B4>@d;8X|@sEt?Hd?7@
zL)%vtSjsE1-;aA79>?7Py_`UwzuWp0=y_fHDca9e^}58i-VSj^u#ya(<;~<;J0sg)
z+um^zh10Dx{W`j~30yn~#uq0tN04|fh2?!uWUDu+N34c-esh$9n_HLhd7hTN&}cA&
z|IYiqu8#XvG=nyNK$(6t;@zp9&7EXbUv+oK)Iq;Qf{b2X=GIiAZIHdk6mV#}`#1{0
zRoV3Z#M{$bv@Fa+-b}u9W;=ukD1H5|IZZH`MB(&{t=G0s($-hA<7wR4cOFI7U4;@(
zj|{u9yd%$QHpq7VO0qsCa7bnzcvHIa7;E~}4BOvqkKTkT(d3Lii!2H-4@}RM=3Mn-
z70+!Pgo;6r!hO862`eO)w=CmI*)@;xwR-6hMo)ZYG1J`vw^~XB{EtNi`+kNIJO`^^
zvp>v(i|d%*&mVkrv3Gr&R~-^lMrCt#1_9P_O||qRWkh?^o%h(za#Sr@#ai=DYD66e
z!P;(nj<O)g^Q~~}TnEl*e8DGdKGj-QO|52jN-3D7pS1nx`Q7P>+lsF0Hp|{GQ>qBp
zO8dgR=+1eZY<;6WE)NOv6~?kxeu?Z3X_C+JswKt(3fMUpMeI&%v{Kc%f7ne|h112)
zk1@_)5#)ELNF@qDYU?1Bv*f%hW8nE8{CqdOG2Dv){uvy`npqjRYT0_(H|kZ*g0U#h
z$%Dx*p({I<FHbZeeJcZ}HgLMEj5P)~piIcwvigG(Dqa@@)EJUrK-HH39@+s#OJ@K{
znCBQ(%}i&&_jaO33W}kT-@SEDC&58H)pobZN#JtsEBe-^=j1D#Tu2{GMXm%0)+e^h
z7w1IZs?~I?5X1}t<8g0s@5JTi=2jH39J&qYLTGBnA>WcI#o%ICa1JYHbgxLsHS>?Z
zB)Oe0q`%+;euPX;5cOux{krQ2<>m4&aoKFYtKM@zxa@sJtGjENa{6nISw5>0Y;MN~
ztQPw)e=+WEN3eCn;o8LW7V8=#2gH}2oAY(LiZP{_l_-uWGf#3LFTCpl<<5LI0+UfX
zfWfy*M&s?3s2bJyRD;dg*oV8s_csUO7PMRRW?47FC`0u0Q;c<zy$ifRG5bQ5`GK0U
z1!ZW%8ysr4w&c15hP<Wn2;bS<iq5=4#nL_S!W<<h>BiT^eKpMLYEN>^aWVo2Qn%^*
z>(rnrNY)F!EtH1$hd%Wcw)=ZrG@PliO}Y51K5&E|W%+GG?dAO2YpZloMG8&j5y-sm
zA}QHTq$~U;lgba|?Ij2_+bVqw2UpLSC0VHWy;M9WU(@pl6Zp4hPtAbrVXL>cF*=P#
zE>-I1-8SSVBs&K+lbbE($sApz^qeh`ITf(Obkh|%0Ctrop>MAJaoEumzAz#gS7aB;
zxsSV2HCA|n$v()q_vL)>fX`_>%*3WDWXQTs-|L4fOL619x3dSvtb`KX0xUj5i|oDb
zg-f4(kb_IIc;J-5Oc^|ofkN1$TbKhY6DHG&4b$WLWo5srXT~YUsnWLf!Wf-dbGiH-
z1r-;AQ&g&XbySB+{D<sHzZJM=u?2EYTlQZw{d<!&$*ya@y%Xm3G0Nq3{^)IYp4-Fm
zOY^xI!LE~&0!_RRSeS;d8fLk5=MbH2K)cpjPjH^7bN1~}s!6Y`#o2{-lSKr(M;8$0
zrqhRUrKPWu#$|2+{gi`C4gh;v)A`CxWEN6wJKyNgU2a=ERb`q&-ef=2ij+Q_d%Pcc
zQV6KRw9=wLS#JjRIUeokz;#C4=dxcupTUyuH@(*9#fiO%r+sg&$*G0@LD!RYHC3a+
zS*@uo6R=|0aBh{3a|70i1Y7qd^WJeA8oLD+jIdW5lgwxe2OC0D(KglgYbC|FvPM*J
zZpJ2Jr~BF^SrhCG7qrvqN%z`;n86EdYqbM24!NO9j={P#<{XDp9z$9NyO~2nlSlD0
zPGp4|)`0ZE>b*vdBKo<U;U0|@r=>u_*WW7`p}Al9Z?*kJyd%k%H>CH#+J%gwjYo+{
zYls;hdg_V_VdvNNpnQ#(G*-=JN9nnni+o?V83&P(0EV}m_!CA$Q4JJWXIf)3+MZ<<
zey?kG^L^{jR%Mm2JJiERGeTjD*v8I2e+JR!N<Kvb+6@?0OKDcsi}CZiUO7>dt*)D`
zOY^%j6UMH78(|-F%cC1Wjb;Xbi}t<tJ=XZkvna%?01UG=IbQ3vf7oAP=uG#Wk{3e6
zmz{W9_34GT#-yG~o%!reb=$4DjjrysbiM)R!SmACPEB+RVem|^Yc4LVJYG$p#EeVJ
zkaD67DtsYx1#yt1TSPb(Y8U<z;&{Wo86a^VQ&S-ljF*>t$kHf9<eY8#Wkp)uIs4Fy
zI;UM|e{<bNadEcs7)1&f7dhM+j#*H7Zp|z?#@SschQ_<{l<e~2!%xYXCKDIO0c;kZ
z^+bN)W)S;pQj~ZqzH&`5btiqRP`|Iv!Qbl6^Cwwy$75b#(?rjQd+OYU)>^(6s9O8H
zKx>V@VaKk^bX~7ke=5ozl3A5TXdkcvLkl@oD+{Xx<FIdS;yO~mCviI#v?ndCk9)Ew
zcYghOIo6E-BCmVlr2m>1YZ1S*_(#4U7lq5jlJrozL*i2tx2<tJRgCqhX(YSxv}pFk
zZlrwFVaL2#{5;jbc7Tm!ID&I;AZZ(Kdetl^w0MP0!#c9F@DML_t6JAOIs`j3`*f>T
zt;u7onn*2E)N;&g=EDG9*+CSw)<W`K)2_E#d5|iOS1xNJlBxNner({Skx%2LtJVqi
z32{I_2tCdrinqm#erN>B#%95I(RzTkSWad6wO3tlXmE#|Z&P>PtOw`EU&blV#E+6c
z+9djK5o+#OsT^BiBWw%PoAB$V-*b`1e^mlVxVcr1PnV5#4eHj8J5CgsiU8P@WAMME
zChzYe=_I_%l_`M?ZwY4{>4)Aa`u8>zZGs!<9HRiOP|NJA^A6ixhYEoFrQ%Hch~=oF
zE(e#THQh`?xfH)>wGk67Ocb<B^I0f`*>%hmcy#SoJ%8h>PtxS`4oyJ6M#X4Z^6^<}
zPJlf@!KQs!qIhU@i^J?i&+?wyVzr3*)ksAaQ4)`lj$qGa8sZy}x*Rn@J!1MG#X_?N
zB2kZ5Ysy}>tNPFZg&y3f`$_v7hA%8OoxA=+=&QZb&)RW0E64k+M=HD=j;S=dW58kJ
z8%8Uz;CC*q$NOHBdAm3u`%)p$j_NaEFkAU*#;YQ*TSuvaW^cd}#)6>_PO4LDK07(p
zI5nfYX5)s*Tn&2gwmmXE;jVC-L@@ZkGA&N27AO-UQ&AMj`7tyo_2_0ie@H&YfD*IN
zL*-rw^ir}$zgB^kbTHgDxSq2@%vAs+7ol0m@ZM%t31gz4jW=>&e5uACyukq}&?PXf
zeXUV4GC}v^J>)GlNgvm@^L@>WT<nUliZzPP{^aj3apK1)<Z7TEOi(qMns$G)VNW0<
zR%&F{?ZvYmpGQY|0ipedY8`6olP?G$?D-8|=VLCI;+G#14HU<HE%btf&C`zMv)jaL
z%-e}R?@3Qd0S_?}HXmd=YG>XlhyXk<L_^Jk`9%Q8oLeWpv{$*8JJC59^zLzO+v8kN
zBb<3cnaIeHDte60F>hQ!G*5{!qS0j5ao?tIq4tPb3vhDkRdvCq0r7NNpuImirf0bn
z&)8VH`hZY3zBIKV3l$nZAb-qxQA$n5YRlyMI>YG9(oRy+PACAB4GVI<OvKu5Q709S
zUp4dvTb4;pHblHb50OeEyakeQCyjMFqrUa$AUhT)I%L453oCD^6S^$5o6k_;<m5~|
zpBn0HTX(!oq%-z-r84f0Y&2{h+@yONck6n2icLFTW)`3UGV&vr5xvS~uS+;R7=vo>
zXk5NN!bS}gijO4hn!>D3*2K#VYNV1Zqr6$HU;Up2F`rH|WU^})*jgZ$c(PuszR4&f
z(b5z)<(ks586n+tsIA}iCAm7O150giRu^+AqHfJ;tA2mGaALYD{XX(kP^u~j@3gg#
z*2E@S8%Y&+0)IcWVFaLF>BsT*{;>bvSaOC>Z(BaX+LfMl=XYR%2tLkxncNd<%teyd
z;Om~BD{Lw(<g=d~v_}tVoigzHTY6MA>bCU<*14%x$}EQ)AZ4-xe`G0=&d-0>!_iPY
z5>;Dft_0pB@FSp#+J^)tkMo@}snS!_IEXA2t{?4C6M^5*a8Jipd{sGXTUSWzm##fk
z%X~8yMrszIRbs%15q3bQPv060>)e>DHsE$?Cw;wFw29y5nBfFpt&6CI6o1@`@lj~k
z(zjz})>4sSDKK7V!Q;#*y17<2Hgp2dhvEIQndk?v+oo<L#i6KTZ}#fRdroC=s}FpF
z9Zd#19oqXXamFULP44QUOZDAqCq3iA(8^X(TE6_W4YJ$-q?z(Nt^}3$G2uSZg_JlT
zl8vQsu?jz}XVKdfXNpvgmtn@|V_v`Jrz|h4rsRMHsxo=@PfND+%s(Ji3@E?-($O1R
zYgR=K)q_$4J=?YYwTO_x1w7r^T^^~JSHA1x`BsfQBA_MvPb%E4(2dO5^cA8ROAt00
zi2jC#y|sMMpI$br&|EPqp=;hvB3YHp`5fVQ#Dxo{33d{P8LBt)q0ZdxE#7ih==+Q|
z3)Q{ah>~-u*4n;!mrCz}gL#b>bL9AaW5)IkgdM)gn(Ci-;3}mqy#DEfm`F3Q_qg%`
z$ufZ#Ha`BU`thI^`zXox-l1f@d&RazMr9Go=SfsYQuV4oHN?5CJLH)6(`owd^4-_1
z1$g@!oqN9(<iupc%}3(slD1S*fTfH98TFpyKO1!Ic3&>`2QF3m6=h&5Z6#NOoxI$N
z8V?0z0n)p58vJNbJ&xR+<Pw-s4b&W&o<8}Ruz5wN$t@ArSYM%-<2>N50Q#j`B8sf6
zQEu3|M-9rSo}(bidqX?ab9$4C15(7_a9{_Pnl`G}n@x8b(Sz!8T=HxS7Q-d598%e3
zX|H&dJF}Dkab3$|Fv@E@Bu%`v=4LuZyMxiqkriu2m|y9(UG515#3hQP?`C?F2k2#q
zY!k?^U^69N$Y(8{;t?Xhu8f!-C#4K$i|4z&^C6Peu+OVf)bw1(t8CGGhZbQtR(Pd*
zX~JoVI7<ZCDFRVX><><0biOq9`qiH#uc@WQ9?ZY3mcdCwJeJqq?b_Lp$E5{`Y@m_l
z+rq{+2cgyK(hZIdhyWzw*{^A3<eLslC(P>VPI_a1SZA|GO+CZx2}<Zud~oO6a_uf>
z#>ZD8wv#9HuIFPWA3|eKV7^f3e>Q$}S9ziCY9%;qfrV&hB5fs+rT97d*hG_>@_s@|
zrI?<)f5WjV7GTFV*c0=7%JFG7u8@yL;ke;}evA7uXjQ6fidDY<BUGY|?<Pi$rM_&)
ziueNqi?=0{<BL_`6YXy*mA`~+%M_=qk%xOa-$|njZtf24GoWu8P}23_e<L@Z_>Ol{
z2rY5fE&$c`1FH#Dy=~9nJ_yWrTuqblkDiG-S#hM9mY<{)Ch#uq9axA<s=tkL(!V)q
zx98Fe3_n=jpp_-MU1O;16nPi#UQwbr031Q-Pu3J3l5${YSPk9P%%Jbyhnl7Y#{_O4
zTAZb^99mD;NV}4@Gh_KY%jtqcd6ZF{_j*)6OWO|7&F8l%YY_a{86lF+G5QwLCJx{N
zzviW+a9lJEo$yEcszN)i6#-09DGukmO+p+raU>4r33jz6?y}&Cl#Eow>P3n%rzqr&
zuLfOwiC*4ulOmjmEnfa6TAZ6vDJ9=?7TM!y^7ZXaSqamM!g@%D{5H&y)_L)T<(q~3
zkg;rkGuv@S+Tp$lqYA$uTwkuOoV)HjvDU<{<_ga>VM9;Rjwy4{i0e{IeFS4(qy{p%
zZY}iebW&YBo3WKYK+!nkLh8ybvEaW${T;B;4}d4X@E$CF3JprcLw7kiBuwO{|0!>=
zLGQ=pk%=bO2qJ;2K~W;!Gnd7cj;-Jip-nnhxz0rRWUdT%R^XgA_t+jMO6AMhHrALz
zqsSY3&}TI-jP<_i8)|#<QDPkBKBL?DmFsmb?p-CEnXAI*r*0HVFh=3;SWG02vVTyU
zqF+hx^mnxf;w&$={$yY#aAGE8K)r^DcbDd5@&o*@mo-lg!Bk4@g61u~gp668UjfhJ
z8;b+)BEwC2Az<9qxY8Y!+nSqSKX(DHvA)eXBktQ#+jfa6CKdq47m%+t<8FJiwbBrp
zb)HFqy`$w1_8l7un<wcF4W7;Clpe{x%VUrVB5!!k$8aE%2<!_~IY$W?n4b4apX<{{
z(6|<(@R@~#5g&*Fj1UBVd+qqJLM49w;Tpjgd=Z{_JXRC924P++E{)wg$&U4Spze8U
zz2&@SnvMp=fv#!fMCu2Zl&_9${LIS<Q|aM3Vmv;u2CVfj1c)zRv5vb6t6fu*l14bS
zRU-Ca$W=zLP+5+C*NRM9<+B<LW$Na0sJAf|N=~)v!+U=vr}*Y5_{@W5=t@0*@%^KZ
zBfj7_-4t4Ei1-jp4xnQCWS1a}4&BbSmycoHKPD}7^p!gP<x^r0#n1m!P#FE|zz*J%
zr&KfTn~$clJQ`Yf7XJTfRJi3ytHmoxffi^q)je<D4;u1&d8CvT2f##EGO_iB#$vzY
z{7<piFk&lH$P;)DXh>R3Mddk6sh(o;McB&uH<MB#Jw8zpkq8@9ruOQzeNKThAw*n8
zmfK!e=ypyqmIorCRNl6mnK3?QUU4A2Bu-ijgN1#FFt2*l7)xuLws<rKQQ@xSN-)Ft
zJ$3!Gf&yEHP5VEFnFS~Np<-cICY!Xkw^y8>kEZx*f5T55BM}<B@8S+4B_)-750A5?
zHGKYt*n`9uO4XI)65YnFD;*q&iSm25YHEZ>HOhyMBfv30f&hO~Xd&_{fFW$AScDyD
z4Fw|V5RngeM<`Osao2N&m<>i5Q(hB3fo_rDm&d_orl&0dfaSiv`?voM=<s`b5{HAw
z_NVI$sfTy2xrM393K)T2#FO}bd$7ig-H$*>6Ff5Rco-u?D5JNInDg=+G2CPP-_Pfd
z&C<t7unNmXttH9C=Z~vpwNFY#^q`nD`tk&JH0o23c?}}+Es@oQxHH^kYGm7E2wq<w
z_BWgO_*BA(|COos0H>^={jt`d2123WNB8Rwu!@NZ2BFo|1^H7;i>6QJe|&QU|HpQT
z>7t~IJqqIQ^f^=<oIeCbUmw(>_#fZ6{VAzrCH@Nkfp)zN68QWhUgsGx(+^eX+v6WY
zufGwsARd@!@VT7iPkq86!g*+aX6ZeQ`$CNPH$idKY3*MB^BXZjpQm5P-b8$A>E0$8
zhkqpAAJczE_6NtlEW+e?5Wfes3jy}7H)aafWq&>y;Wmkj>u+9^e8hX8|MQDHY|6(a
z2crA6(-#Rl>DI@I5>*2AT{++hEKB;3g81(_x3s`-n0x4VIVjg*pr(iSYLdN1eE#KU
zRaF%RmE0R{mm-^w)p{ieU%l(d4{5j8Apm8~`<t`I7Cpo-Dye$1^)`QMg8EmV+J4i{
z$AAo4>-BD&`eVjx2p%b0LSmw*iIbDlOa4YPSEpOu`v#(lG1b-;`6=+}%387a3>uFE
z*T9O{AM}hHoEmXAhQ_!OR5%ll5eu|-f%7wNbrnTt4(3dLnIYD;Anwtf8PW0iX-~e5
zRL7Xy!*{|z2V*FwG_U(eUR%-5Hv=Gd=#Xb7wo1pfZ@Ij@bdqydWd=Z{m&_e6E*06g
z!(;Y-Y9Kg|H{PlOwZsA5vJ{G4Y0n$-L97M#9^5m^tQ9HW54G{~DphuCU%%0g_FFSg
z*U^A1SzaHP5lFwo?o#fmB#%e^^obFg)7hjiqeRvN2tK34L|a{1v0|Lmn|D%$sNKb@
zMa8(^@)Pl3;EtfCGk@fMR?b9Gvc1{Ba0&8u;=18B-$mw2#`ZK;f<!zM_JBk%6;)JJ
zTxvsFXwbdKf9p8n6uSsc6V9QavMO%i1%2|z{4~Lk#t-F!d^W`v@}q<7-=pd7?)c}M
zhS|@W)=HV53qd2J)z!4xUPv~Hye>^DzHyo8-a*xFWh*+!B0%ru&Jj3Gm_T}tvls7q
zfQ5Vo?@%$Jl@zJ;ck}lbcZgKqT6ekzYHd8t7vrHlb>5tnMDJLp*bjZVPSAeSq+O~k
z=hQw>2*72({-Tvqvs*v5(5!H%+AO0}9@1!r5?p)uqRrsvozhiQ7t&fnKNJ-Jvx(f^
zQBdAPgUfb$nE-Dl8$JK_=!A)-H~`VccER;Twe6(#_NW--r=lE!&r9M@;O<XiXGMk%
znq)QJhem5v85rk-^VEx#ApuQiV-th;)$2W1&B8C(8FU*a@0V{l4M)Lgm+>{((z(ut
zOEKNWR0~KUdhgXS?J6q|P*6hLoKiCInpI5im47URs}ME=^f~|159#MSU86<vbn}Ib
zsS1!yXU16?duLhkx5G7}F1zL@^jH!0!DX7~W(_^u_oBOIoU~@QzqF*V+&0pF`5jh=
z=xXt+C+aw(pU+=xe2XN|A)q&rpFP<H-b8L%#~A6+aNuqW=j|@<Cguh=YbD*EE#nXP
zy40$sr^Ma%Wa}Ro_qa>)S6SL&Yuc8#m+seA&i(Q)EM{wBBm}xtRqN#x>vSosCv@4|
zt|wA@jgF)3m=C5nd_QUH4H=$@;dQ7hJ$3=kPdQf|l34_lESUAM75ePOS1Ga&Pt|Fl
z0N1sa{k9lTXF?>so2F}2EJuE&zX@HD2?$S;#LppyB_6hgF%Jfk;S0i%XR<p@lDQ_C
zVOh^MH|s+?#Y$>cIY;lh#~yd?GA3q<hn_9yLpsiWirrmh$y>eJO6__NM>Mn>u`sj>
zSFPer-K-L_yk6Y=>MY1XOIfB%T!`4LV<r*N(b4f-dAdz<Q0JL6%I|aX1sGAYU_DBV
z5FSqRjOS+fW#HjS^yy9_t+SQq`2}tV$b~3!@L*|$c~pZu#N8qqOuc2%l6ic-b#eI{
z{BUE=XxMthKKjm5Bl;IgX!c$`uO4u7ny*@F1OTb9R`T~}E5qZ-f1?4X#vVIG6PJl=
zyew3zmnj@SfTK#RrhNBlQ9XshHP&i+gY1ifilpynnXm5rO_RzD8?K)1%X<D|p!RM{
zHd>flb>OU@9ycb>0LL&!HBl5#vzN)|+_h)IJ1g^g90xnpF&hyDoHn1I6l^M)4kS|x
zwOlev8xEGtosD9Xc+f4EcbxY;8TLI8zqU#r40T)wgtHq=Z()F6XD&Z4;bHLr^fXnv
z+?@oo5R*P*^Tx^C@;KiZSrULuwJz|SnK}z^0x)bMBCArTc@N_!uC&z>5OZY}cHbJS
zdgr|;H|AEVy$)Tb*LDp`Njwfj6LGiI)3ckYn6ZI^Yb(-fBRR!vdu|(xwb>NcqVRdg
zTy;_xc})NavjT;>E<&h@1bx<rKIx`BE$*M3Y<6_}8k^26ABdl4-ONN+Ve!S_cPOM*
zpKDJXVH2Xowzp=Mt8U*B*Jnv@*iaUKs~GV$F^r?W8Q%#WY_-2#$Md?l<5ngDnon=t
za+ezui&+FK%$#+MIkWOI8Hg!H)<wAwVM&$h*hDDQx7)&JJ%1YCtFCypST&neS?hMq
zUwGi<0(c3_+qb0tvCg)C9+qeX58+qPg-#Cu`8KW(CgW}*6xVBgXBU}^^lI=6BNVT=
z+2-DFSPtRNp`XVkT!xRqZeX>k=xy*gnXEo43Zopaf?`@2R5Euhh{_C6*6}=UM^Tqx
zlJvn@PRm%wy`SM^;tdID4s#gcllz6|V68E9m|Xs=yZfVRn)||YLJn&<8eOd7czzqB
z;hUg^*Eem0HfYQ&thJei@}p(aEY3dOZnS5Y<vf{#$^5dcZpPE!wj5o4onMW~%f?rh
z5qs|nyHc|(1FMCWu;O{>-rLk3BCH@prY>kHU0+2ZIJEIPe1t$DoR7!*RpUhJ@13{C
zPl=|>@#JFmE|xEt@rnW$R!kc$&t7|VGA~nEa}LL)eMWQ2x*-mG;+&!5L&FO&xyq2u
z7RQ_6A}gOKfbrfgzELUgQ0F?a+!n7(ZHTP5zNEwK?s38k<dH7#>Jzr06;fKvTWPlc
zg~VA2Olxe;RulbVdBglRw8W(3^}Mda56>KTn>2Cx1W-Q9dDD-KG~)ep*Frm;L7b+T
zOj-lvH|?Q-Jo|XJ@(vY*gEc7nQ3Eu*FEm`sVIH!ckKy)8D$6$u5KS!S6P@9Sxy~Y>
z(Bx(hj$^IMFt???84JoKFL-l(6I4{0+S#$yJ6mck58O2q8>c1aa<7(~FiY0-9lOee
zw)>uMT)O!iqzXkR`|x43jD9ZW9(ZOY$rG<dWKNyLt-@({ezD%+gT!t*Eb=a}+N|g*
ztI?n_WP)Ninq{F5Fj{9_Ti)d@jwqpD!fH!+A7P2N9X>dIvw@aTY^wMn@_k{y!14?0
z-oiqTn`Re+%J6QE1a_;#_UWyb+O=mU!3IGE0I%Dabxn6+uf|-x#&t?bZ|$i`g@QY;
zx%c-*UAWie4c@Eu?<L8KhlUpF91@fda?F&)Z*P<)D1bNPtqs<kqnFR61K;+}j}6T^
zWM(Z)M=_GBA#Nz5hu$qu`G;cn4|lrm(he&-GhR8}c}3iBC0IY78P7IWBN@NkleZ10
z{O*v5f+|4^bA%#3NAM<5TYQkX_k6nh3litd?bI#djVRz^9?Qa*$qkf#eFP1+4$P>G
zPMh)@vR8A8%g5RY4d}k@C*1FkI@xtxF?~II#f=GnOS+vFHB$Yg)~FYDO`*Q-ve(3r
z&{WE&w^xcW4zo~fXi9@1j9L|(^UZf!@22^_Ez4OYf^M+s-u7+={ni-L*UEm}RkU3N
z{CuQEsgT@^UcfhYEn!oA6LXRUGPOOZ>KIwZgOaO3r31w@a#)U6w|wsxr4p4*;@!{i
zS*oP?#J)Z!_ySf65uOG~%rLFyi=zGJ!K0zoiF04Bg}QUoo+z^{jIKie?6Qt_)4{7N
zG(96Sp_ZO1JqtG$evi)y6PfQ3`dnl4<K?b;uZ)U$QHQk;Jm@J9O}*8MW7{<A&Q3R1
z2_4KvlmN;_=Dya3yYrV@=#kf-fl?(Eez21yl`%i}g3IcwH3<FW6>r5w{f>UkVPWey
zZ;{k?y-nnW%o))KLW7jc@B1Pj@Te~MA`LE=IP4*bp;VNaaX}+vVlwv<zG)<1WhsVK
ziODyv4EVmuB}-=OQdlI6Uz0IxEAp5l%h)XAxAdwnH5RQpU03)MK^kvfZMZ~rJ;y6z
zW*GF|1!K2;p$2<*9O5&A^Ki9I(?x#LjzQl1AYz;x)VvosakiG(RBCs{6mKli5w~6$
zKxZ{zuW_FRT@lGm%Kfm5*3`<nn^D(_XD?N9I5{&79IXl;z<XP3o5BkQHvj@9K!n>w
znR!O_aTLibbW~^g6eNi>yWuRCZ}HL(r3&FutMA5E=lwx<Sn<7>TiRC#15yB3t}KRy
zn?q@L+>m}mBoz95E-n+(cDE0x5-2cd(`;^*hq^!c=(ATplu>cLlEpl^=e=#u)H4$R
zoFGBqX_JD$s6J`?EN8MESI3#TYJJT%UjFDlVT{YK)2lE;=SjJ#ia}tqod|HDh&-?$
zhPk(@nIbI}kPk?Qyb7hzvzf(~8b2=XPHu%s763GyUkq%A>V|WYu4x=hbjo@kH}iVR
z$pbe)kxxTfk-p$fUzo@#0D+}qw>x|;r`_v~MqpRz5D64X>5$55>9hF@u_&;46=BKL
zcNt-8hrY;yeDNr*ulVeiaw*?PzMs_TZ*P_Y@2vPGUtvea*~weTj%~j3az;|eklgyT
zB9pJlU$|7=Cw|fvEXlcLA*}K<Vm&3HA)k#)!Tw}UB1)zg1?E-7Gf5X`mv_oB);gS8
zD^+ZHJWF7;7=*ah%v02Q=?pUI@)@%cM;+w@i|3k0_x$5`rR{1n)%{gV>uEf-UM*Yb
za-c<2G)uRRXPgt7d~wul?!_UQ>Q33Sr1y3R;z5?rJ6|PwVbiK=RR-X({6Gn+!ey-?
z9{UO_UE!ii<sgn`O|zrEVjBbwYniyTUH{l5gHc8~|21?NvNn*}C6~em{0;HRqfrQj
z;ChCKo@Jo>KdU1cz%!l;LH1$btz$D7U9n&84AfwLO9g5iCLgJcCgk;iri&ql{2)84
zAW{RNK~$2$R0JYq2xKc5mG+IFbU?F!%EgUE{W#8MtUNlCiy@&oMR_)yGaruAUw)PB
z6RSu+nk3YV%uI1#9GJ@n{|cC($jTz+d_?1{m^V!+5(!<=(o=55Es(|6gH8-a;>6Iu
z!R1h&#w90h{p?`{V@7?YiiZ_F3?w-J$^9%D7WPBzC*ICnqWN!$M<quPSN?+%{*?68
zm>M~sFsewRb<<$4Uq0TqX9WBWjwedxr&+_lpm54^YQnX>=w^WhO5f>Qtd-W-_+aqM
zZzB$vv0BF;o!MCSR)hEH-8D6806X0E6R(FA%#N>$I&4j?kKL=Gb#>0yBf}msNnizF
z_lI_QBru<?>}$360g9PT@2{VEbup7_njT9veQm$md*fz@4cuaIm82J5>2yEXczS$t
zS1a35j~yIoG$72X<7^8WsXS`BAA=2SR<BWe-L;xoc)wOvZM}(R>Aib@yHMUI8uZe$
zemyzuX7*aH`s%hgxyCGdP?=NpY2|rh32sNGTyB?>G5D&+9;G|<GrMI}f{}h8yrU8r
zMdDOeDYC*g%>ddV<5moSgZ5r*hmT24-UDlyD8&-0g~9n^JqMAqvl!#EX=IB?KCpQh
zJ6uY2x|BEE!UPt2wQp0psUf#NMIc9tb;0d<==uw(pciyI18Cr0p=WLq9)Dnr&~y!G
zdl-AKeDyKbQE1UIjxtF$CZzE&A1(JR^6X$G{$TS&uS+u1wL4cGgjR{yp(-=T#9>7|
zodfGX_(^Z9`@1_Jj4Pb`o4L{=hR9tf^hH0b{mh>+GKp81yv|C8hIF#3JEk}}r--0$
zb&Lv%bLL3Hm&3Z=9!qq24I)9l+Cnt3Uu+O9TzT%Dc&@=qqOMd2SnSU|@wF0y_xdQJ
zsi~XKfCl`9F{6@!C8A~Ey~L#nXbGl72a)iaITYhbMC;NFN;vL-f}wrj>!fqguysph
zxmC2P3`!GJbLnQw55Ch{_B6kopCZSmM~|qj$8Xo{$HR4-adQ>GblK)F)ojZ|Ip_3H
zOsiz@9$N~`oQS|$%%QY7J>5-o<<=B-r3dCxJ@wEQcCVDN_(<WA*zlzNX3QlOW(1N;
zUR5a@m-m^WvWMS4>?*W?zsI&#%yKZQvwtwc8^)n$+q^w$9KkK9=pLclhZ#cwS-rwf
zFx)4Qyh4o0_Kr<MC0xl8CA_a_Cn?uEgKP34cpY!t%D8-Z^nv$^%-FS*txv7zP<Ky)
z`4!&9?DnT#k+CbO@sC6kZd*NvvR<{v6q383$-eKmk^9AkX2%n$DDcL%ro+rVvjoV#
zt2ga*jJ|olcdyAYTWZ$eHl|`_qr&)ZnO0FVQ@<)<jy};Y5-y#wKgxP*{E~Zhk6KAd
z1~r>{lS4e$I--g^kVl(c--OHm1%<o@RR|H)ckcERN2Q!zIy|=`J3EM}MpwE#eY4Tm
zM2sTFr|-mGLIb@kV_f=5)@D_@*KTEdD5X!0)1)c4I8vW%D+=ApXx$ga?xj}<=gFEL
z&RrEMitX!31M+&5Su*EcL<)7poh;udBZ$)xM3?a8;m7d$7f4S9$;2t9&o$;8cM;-P
zEA`pAU4LaTjUnd_`C!>iAX-7)MdHFjidgj0n&*aa`j=Sz3a*a5hA+L^m_zwjJ#gHR
zn+D+_1sJbRF^iy*ba=gr|3%$+E8MLR6~Mp!xMU3rn#Fc9d&0hGvbmM-u`^R$RA52Z
zS>~Y@IEv>5Das5$vY<PLVem*%m#x<optmJ(qA|4B*kZV^XdAv_P@~~BObO28a%N}r
zFpY`dp<*1weB~UQXk61yo%R5mYPw6^dq=8>Vg>QJVSZAl<(t@;_lD8c6xQK(R|%*h
z3sdn%a_V_D6TEmGOGu_wV!EB*v_)4Ey7V4)G(aHjG)$Y)p)pRDp&vOl`6vlyWTw*M
zs;%tny9IYAqir<yI_z-zzN7D}(vEz(`B4G0f?KPKf$YQ7ME4c<SxuVG&;)a>R2>_Y
zt5h-L&o*yFD#YGIyzG?_0-Wq7XOfy-=7PkB$#Vu0y+T*I(;C2dYv4BsfuQ>GsFBEc
zlW#>KVW+oh^2}vcA;nhv-KjQ(R{rlw6N!DmHFljc^m~!aA-Ts|3`BDm@9z(&t`Q7v
z=jQY-Q;}X&^W1oN@7~SpeF5+95r~%%T5e(n9yYGdxth94YdRQ1c2#}uuc(gc1l@|e
zTxFst_G2`{qd_rk;@{y3$T=$gz7o-l1~5>*KvpL}hv&L(dSeM4uVAP0GWOX(+1AY^
zXJU~6MIL^)xj<shawtLsG~KGjr;13DSBj$A&*U=o9XmU_GSD;zVLSXM6aXLkeiC(;
zNJ+<|Jfp6C5OVTWq8qP?U?cOy@GS-e7nDw@D{5$gX_L>XY`N*5&~x0y&J6&JOGlFL
zPI;q0KkoenMMG<@1$;$vqd6^;M<TzwfZ4%&+WGUICO3f{uZ_kM&?&1y^7vYKQuC4b
zgon)ORNruvO3flTrZnr&2O%ZS55Ti9d*uUUE7w`v{mNM?J1hPjVV;F`zRr7TUW;%O
z69!G;=Gz$uf%#Px^(ph$K75IndC9S^orC}jUUvZ%g|#o6-tZ_x^XicCX=7O#bP(EU
zYKNw3X6`#&C0!i~ZT?e8VF=gg@O}2`{g3g(xz7;^y+bRPp&J}-6Q6XYs!a6)J)4J~
zHb&<^RRT5Jcvu?LvMFpb;C>1SW-ba3SLAmu&C4mx-s~>G24)a_++tv6U5^BVRb{V-
zQd35k**~Zkv8%oXXd1hn5KVOPT>ZF8iPGToNYqN;Q)kr~)dX~l2y$M7<!M(E;hdYC
zgGIQSBQY)Dvj}{YqEkV-Y<-+B4=sXuY0y}ox4I|c^SJA)4fe)T1(#DY_c|K}1M>0%
z!40ofytY$QJlP`AO)~attK=?SvogaGz!6$#J6CTV3#C520);;r3|NQ`0{_UplBkY6
zSoU{S_nu&M%MNPdOz^%A594Tfp>3nf*dJHm>le>Nr$?LSxS|q?j*q`-kWzrVlcGsB
z&bP|%eVTth&SHlPLDe|a9f)okj;FdGQ`4O;i2)N1r4o)1bZYZsyr<u7a*Mw?>9&oR
zbUypAF_u$!f8}!SvsM@p^M*RD?<RIiaT)K*i{<l1jQ!Anmu_Q)U=_iUj@k%mtE4=C
zRE(jJm7Z)i53L>FQ<qP>k@+ljlNGhByPV3))lP8ZNpL+7#*ZVH2)d<9(w~CSgws-a
zX+LN;UN{Avj#63h09M@Fp0b~-bUCaM)i_}WuAY1s2;KJ<*W>$eS1gWI;4il*i}GfJ
zWQUbvYw?HMcu}W95&pN7Ou`U-l^RUKdqgadN_dqOe>~55w&eUmoW5^(_~pCB^6h4-
zS9$CrTtA}l!6{alN1MCx-O^hbq2coO?^Z9%_eLFx8a4+tWF3ESBLev11kDf=zc%>y
z-t>*ece&6bTytzKa+VGqWCzKJ0(ZlSHd!2ex86C(jfArZU1-VYsnPe`s(F)y!}cGs
zb-Iyg!TcmFaY{Lv$KFwEjaeUfpVF;OcAQ~kGBG{AYAY#fL?ft%K$LaIC2zKscV9XQ
z;H^uj?0gNEby=kLTnwy@Q_`>Sy`gBb{aqQ`L_;GuNjar74(s)oEsa8Gw2k0<>N~KA
z(?;>f^id#o>JB<c(;lq(bba1?#~F*kOFiYwfQK@EENc_bIW@B0eABk)voC!44Z$K(
zz0+@(nGoQ!u%BL1QJ3r`@pw6ZWUAOV&Ud#XA@ErC=XNG_K@<`0`&MeH1F|afv?xA>
zar6QV7m)C%Or&@lGN8JZ7hC;I1F@e#Ep{<?=eX?+YZgu6*~t1%+r4i=V?A>&7C#Mo
zAR}dNcW!j@jSdQ~LZ>kO8Yo)4nz!!1T*J=``*y|7&;0ciS%*#=KlDyk^T5552aP~n
z^G(n1FJ|r~;XImkRB}-2lq1c|?sg$(?~pA^{czqyPuzlvQWU|V<iO}LFJ{yT$b9d<
zUdhDe+y^n>-Ez=@7vs)N$8@)s>f&@Zj0A|i|Cs>&5*zQ&=-ZP}b_O?;XmeyGnGna%
z!L=HFM>4ln_h+4Rrk8$`;klW*(iQD#j~Z2geUG?G|3`TyNU2Gh!2+KpRmWN~w%PRO
z12}$4`$JiA+e<LT2o=JHr9+(MMG#hg#I&oa{=$H_SKgY6hIZ{sR9K?*PBx)Zo;T5#
z4}#42jtVepC-A<<CSJ^4ls9oLKfGourA1PIC9LWoNyHA@OIMWgLDu$c?@NQ~*&?fq
z66D2FlNSonml23a!meOXs(<$G&NoyDj{C>pY)ge~Ov&0S5s$OH4U{~Ipx{M<<g>TR
zTkNdAJbK0J-19YdwwKBOxF=T$(EThvInfcaw&wAiFbI$Z48`L@i5$n9ep(CYW=fbP
zi#QiwP+H-peo;kn0YtX`Azh`uY~%Kf>lT7_+C9YInD6Z>z2r~p5rd^0y%2F9y67o+
ze{He$3d@<Y*131BiLpSxng8q0PStr!veN^S!?j0gCT8BPn5=gl+;tdAh;LMC!jzL=
zWwCXXMY?D0l&n-(y#^x%v*z>)D<}dCqT-2IV5wTjVf}nQRW|jzi%}mfh7c8?Ay1va
zN`z9QN<q_Zx^!b0t#pcf1Koe&>Xx8^@s6Yl&*_aafowJrcYLy(z8d(&^WXBTx<6=x
z{ZNEGa`&mPvf2Hb6S_i)_`UCL4pP-p51Scpj+z@sju#d-6q`X6a&Z-&QK|P=nnV1e
zC6F53S5)4*803)$z5+)pO4Y`B$C1_=N2`er-r*$#=ZDf;O4YraoAE_97j3MxZ3_e8
zDb6+Xx_U)k-lN|YOFq@l6WRmeUj_)|4RBH`-kt-E7e@|Wi>x!SKF^@pr=TZYsrIBU
zzfp~RdqRud3b3lAWg+Y9kBr(3*pDqh*mBoy>rammCo&Wyl-c}W?7ekR+)dE<nGgcO
z2?_2_a1HM6?iw5xcPE4Z!5xCT%i`|t?oM#mMFSj9AbIlK`#bsP>guYlYKz)}Wxq2$
zJv}|2o}N~v9=b-O1AWpUgb)#Om#{86x!y`qR#4CYqFnn;H~sX~dN{?^+Vj6QcUP!C
zANEYV-H58>r*okD3cC1}%R&29(#PZ}^vOd2X8JL^a4{r>{|DP^J|hzJ%IzI=f2rgJ
zt_mTWL?Oex$M7XRwpfLbs;a8G`us6-i|6%OER@GRP`UZ1^jY)IzI~cz2JU0g#mQAi
zOIjmFUV13)H?Y}MEGSQ5TH3P5J6MDqZb^zY0|3D?WJG(|ySuwwxBKM?Tvs}m#}=Mv
z`?0%Q=zG<oJ>6DAp2<s~nE>(I{NhSB0&7f-(8i~eamB)zHd4=Rc0qi+=tY<vE;#l>
zF_T@Ep!NCrc~8Dk<u1Fy#}nZOq-Ec11K+9qUsF}bSRH2XIVNlOc)^Rv))Z#pkx3d8
zgt}-*DB;SJKEl(YKYixqo0-RWX50eu<B!=J5)qQet>eJH-~`5V%o+A&g%Ev|kSTga
zmx%dn2k7)EIp+Jvr<}RRG*1bhimqbKdb@$%qXD9@-aBrFJ&Rw5yLtw+1d5*1HG2_x
zjP<jdtftuFJow_m1zKWXU=sSai0oocy#71x?T!C*FbqvX-HP%*v2vuB+F)iuXkdhS
zmNKY+hu&d*KR<Px*1Wa!cc=ad&7+BeyFr!E>AnfdY~t1Y&$$3Ju&183R=n>1JJD2!
z=sEj`HsS`t{^=0#bI4rh&3C-GuQcEg<0x2vXR~_!zuX!6$d=AP)Q8zQBD(*hUg06X
z8AxP3JGwtSYC4Suis;hbUm@w}bs+u^DHpT9MDM@aRc?+?N}}T9f4tIkj`o*+Yg{&Y
zz50)EVPA6Q;-d%{z}gtMKMkf%e6-%**|}EkP~Ums4!ZFCK0f8iJSL=AIsEU24t-)o
z2!gd@^_N=e&{FmPX9#PW!1c!_E}JeJRYN3~gzaw+su2b#ep#i*!ycbTgkQrbH?laN
zuIHUOI$VM@O>VYpb4a8UX`MaAbw*<7o)3HcIz7P)p6qdBB8x(oQ1}iP4eUvqUIBbs
zaqUYD`^f<6CAP}|ghis>gk)!JJ4npGwXYcU<<mn!royb2JNey}3t`I-ZsVE0#Uu81
zzVg41U;J~|5}_CKk`w=?Os81{Yf0U+pj9ZYY!z}PLyf;p%_z(shDsLxb$CP{>17-z
z2n6)hRQi@6X+t!HjrQtyA6rv0>f%%CH-tDV=$cboaT8Sj(#jqpurfx%&D+~`n2zpX
zOlDe$C)@EDbZx?_bR23lgr8)#yjs1F(b68!1^;)V;bpw}Rujexr)dz5gS7p)MS=@@
zo<urDv{xC_QB4ItLRx}rU5`0lJHX}YAAH}4F};NYU;i1sFjeqGeoSxl2}ILpdnGNr
zUuh&Q*~3N#f1XVB^D)YgSWCy$e1CJ*uKJf+jKzJ%nL}Go^?mWAS(&yeZH|Aw_ECUj
zU@pdMM-TT$kPUMDw&%a>4bRcn$HOhZN3-P(9v(0yVl?<AaAM>+2a7OOTlU}9J$~|W
z8~95tKhp$%`ISxmTYH0EJWu|&BgDC2|9<NWa5wxX>(~-2)cWS{KM1{e9{xAmND43i
z72^xACd8*~!4>fgoxkM!0*vtUvp~V^pz?n={8t~e-#qEWah5DC*so(;Pc8F$%hLkh
z`*>KL7OW0j@gJ4_{cn#)PM!?e)fgGtU&H_TQ4mk&@^}~Nf#N?JD@67Zh&J;if&ZB`
z|1=-traW_>j<r22W5e&J{gB}L_wkQMhk~CvgExMI0P^{}WvI_q`G2PJKaH-w+Cy5?
zZ^{4jlw*Qt83!_4|NZ+O#^+Iy*yEmf$|Ha7zt(f-o&LxD0#D)!`=7T3e10NOG(+ou
zO-vrV@n;iGU-TfO{kO_FJzM>i&e?EWGZWKY2e%92*?Esm9o4lB8h5%)-ORMBo*zFU
zT!qO>JYBD=PRmC(T;lUFr78>JE18*4m6Jl2_S#AF^lA;16fcf<aBw9^00j9ry*PGv
zeY0?OYHI5%t2d|ZaHqB<g-!SCtlDl77s&Tb-!Z&|n#{QEa!+)njYaZN=$6J66tz8X
z`oa=lXFQAN;knhtv-Cz{OBhV13g#_aGV8jaa91rF4b{i;r(QBE6X!mV)zg|2*TR?B
zIMrplVxH1CrU~~#qfre)=9$$8HHmwTC6c#6X(2wAD2vTaT3k2_YHq_{PCZgOKdxU3
zPnX`vZSxuUuvpcUH%}f{xCLX6PBsgzzMm<=G!{26sQC8T=6)eoQE4`wj3;=9wzyLE
z;MOIa@$24FcnbQi)6wFOS@r}?07l&eSxY&5r<Q-Q&us!aorShV_YJ`7^jXC}kvxxn
z{q>hg+(R|4y|-^MmTRod_+y8y=Q``i{jH|38nO0xhI{E?pv&8@71_lORjq283Bh7c
z((?nWhBx{|5~JR{Ug~AL+9t_j%4})0ytt(-P40F-%!_5qM|8}EwALNMlE3@j_~B~Q
zB6TUmF$TNga`3d=i|5#;JL{r~uyb+@{ZLiLjnZo(`0%kO@)z1PY)c2WxDK4k<c4aR
zcde4ahfTdB{BfKuTUt7_wOvlRYej_w?zM1TIKSNm-}t8~(Nf>|#iwACgHx|7FtQsq
zY08Oh>v)2ASN4LYOpMFK?8qE&)d<qR-GT}9h}5j50iGL8$sa<ZqV$UR1zB@MDVA9k
zbp-E@UdkUSRqp!Zrkxcmf4G;dLcibc?dQ5G-<Wim<TFZk%`om-Lb-MV*{xAn;#R=Z
z^v$`SS9UraXXuS`1F1%H7-E1E(_D2cD*#M*&N?2}>*KMqvSWsekqvoI=k5#rUEhpV
zy71(P#b|O4k4CHg)6*}U8)^Uzll-KbLJe2fsw#_J`UC#e$o~Glwl8F3h-o2<>V1`O
z^NxlHU3Qg+o8Yp}9B{cy_DaxVPf}^}0Zaw1s4<1h@~qaqX;wTq#U8_P(=jpY${#IN
z2s1u*5;#*&;ilAe6yHZQO5OzJkel8Qnu1x|3t1FtzGcSM2Vd<J6!h#v;Kn&(Jv-H9
z0<#C5TeG@$mfkp9A}_|;Uy0>z9WRMV?mr6dp=_A?h_?_p%qSxQfGb7xvaUVMow&@S
z3a+CX_^iC5u$W;PHBmLe&K5NJl5fj#J!Z$j&B>&<yL;k=>U9V`-RT%fJ$8zQM-8!;
z)6U)ps9SCegX?Vbjcfq+-EoiQK{)CTx2bP3?b|n&`{tFL@JXJISwVP=y~3z-qf~M>
znVY4|{ajQ<*TIwZ=frrBYI@GmxCg+I%I|e)7b=Pe<(9cPWE>mxqgw&hmP{k9l7ii+
zcY+8A$c>s47|@A{rR%8%`P;3`;vt=Ihdr`qOXSz<9R~ROyP;f~6Gt-L$qhCK$%}sc
zTd_rC9>#f#y})E8)Uu#Vv^96BqPLz-QTANV2D+H^+1^f@^%n%IH(Rf5<6}&R9q;TU
z_BDKghAJ}9U)2~tiL)&D{D7+33EWUJ_XKMAId~3m5#h&Vy&(#sQH#-TG}O$)x*gAo
zMvCp@fJ46cDolOe%_MxFs)9;xP^KgciVpkA$)=-T(x?U|!m8mxvaxFohaA|YKIKhQ
z1`x6URbeYx5f9H0tHC5WJEuW!X)U`D0V)HQaC`FJMNHO5Cuvht%{Luw2U)!Ue)-AP
z4~f2F43J^cRB7-S9!-?Yhqjh>ajj}DfDKSkt<K;R-k%TEjFB<lkyB3-X{kLc7yCd6
z&9_hKG!IV+!oruo8_6<suZeQgHF0)dqYIQfDLX)(s}}Up{`R<z#pUSF%3gQ^f9N~n
z^1U<|VWGUpqE2_ARw}?Jza#Xr9`y4gx+||HK#Yk_1QC#oNW2ooF0u|Ldt@sandylN
z)jn}{IpHxloG3fA34&y=897Hwu5pbU<?XgL9<}X6EZ$>{WKt;9{KTnedD_t}<@7<>
zlWKTgK8ro*Tw=!%g!>_y)Vx~P)d!_#+(&WyXF_10-OIfG*c{WWpb2H~Xb79J5R>o#
zXr^EpkHpx|iDV1IFsMg`S~}uuZT<lGJ)GR(4U1({JUZi6po>SiT~PWiOwL1D-9$vO
zpzTM6lwkE({6TWp2l9i*SX$RDAt+$U#bG12m>|sdqx$sdmonS5kzOPwSsD9KneLR0
z-IDbpy2BBSLqFk^FVfF;cTebPt+X2Sg=MrrXDd1xKtbN^cW{%A11H_>bvyb1Wjwf$
zzx%TXiyYhAeGX~D@4clm?^*~%oX_O=tiz$3E6<jCw!(1+moHdtKf?VfHZiyzY%Ku?
z&7DMT!1-hHSFlWn`qb!j!?8R7TS5G*>O(lRFbsydbpBcAJLCyb1xoqP``xE$XY>~7
zr_oa-r1CogwK)AHh9wCjn(Pl7d2FRWdt5e3%o-1Z`POp83tS3WG#t!}qdtWsHv+I>
z5Y5nafx@(tv9!{hwAwOegT&?Q?O!6s8$ZU__Zw7=t;UeQ#@A>~K48sKy;W;;+YTAU
zPzuVg@I}rDI0T^1r!kbtb-m<ucQX}lWT(rTBY;~kX4=2zK2d8I+TEv}JL|2zNPlrB
ztB^B=QE<@7%PDtxTNWi|Kg(yHPEa(8UMWA}MXRvtez{d=-F~;*5a9t6kWkNGr;W`q
zO|hXUEfcpWcG@x8<kmS$;2y93lQ^|;(ahhV=%^wB`4+M|zn@nqq+wsZv9owCc2Mj}
z#lc0tE;Y7c%%-J6uYnu-tKPVR_CgT^v_ZWb5F%MgDWIZSu!BhaJy3~ttf2~zNv-|X
zsvoQQ*(aJ#cye*P099LIrf>{5R;*aT!e8F?Gi1>ySY>gsjGvZPH}WR;CO|GKSwmS2
zi5IdE14TWftihqaE)~cZ@C8%{en7^WBX*S%Ma$!Nr|B0WobmfQ)c;DIRUpo#@i?t8
z-Cq?lMMX`QlaX3ORf8~m>D-MSB9g!GQwUiReq36=5!dbUcEQn{ut}-je5^n76k6+j
zNpi$b?}Q@zy$dx67#}8VVtUbm7}=O9D+O)8ys8)|gurjrp+?vfqp91e`L?7)Ut{V-
zZaNd&Ax$UTsAzDB6k?z;tcfCR*E9TOi;U%8Z$W=y^6ya)Lptmrr(wbD;RocdXiMc2
z+Kw+2V+*-j^h$5_f<(M9=ErK4Z2gEoDe!JIS8QSdx{~JJL7Qpi3CtQ4Xob5mU}d1J
z<(85oyQ=><QKoO(5WF>ue3x1*`#4Ms<w8FS&nS}V!Lk-B*iC_)J;?L%G464e*)RzZ
z^wv#%2!TokqmvtY#VnSdQMuFHW139sw<sv0G%g$k>vRA))tZD4CLf4BqxJeZ^%kze
zwyh4Bo1Zs4)6q{}!b*HFYo=QJ*ASBYP;k;1BPnD&6HYII+roA}Jzk^ToWhG1FP9<8
zn{*9M%jzt#xH}zfE<e((ZO!5sb6^`?en9M!f;A8s4uvblc6%5wIsCZF)6A;KI;Zot
zwH>2*v1Ncd*u?-Eh4P{C8(X!G2$svr8$leCFOjy?^}xG4d+AoQD2uSmm!MZEi%$9-
zO$!MpXqaL?!KJbk04uxbIYZvz+&Y<f+gwdLA~eRiI_*?tOo<3|r+G603(KaHdkF1l
zaP1n*JHmUwi$ILTjY!%l=aW`ulubT$V6pXJ#T_Audk!DN;JuUJ@cpzoiy&MSz5&AN
z2Hk}QXJpNiu!Ukr`C$XZwY43UQ|k-5+3K@83neg3RP5B8FKCLQ34)E`>d}hQNW6WR
zH33YPgJXo3RC#rFvM}?3a&G}`>aws0fiWuO>O>1u*+N~Z<MUPr`%qq0TUAq5)klcl
zrFzhPmolmPm*H9J6iZ8LCsUj4S)>L_ahjCAB_~@7&V%X+iq{(n2$odllbv1nl@gBk
z+(1rBhYKuOOHvdUm#Mhq1>+>DDL-&Oip!b*#VmWQ@NNhn4PSijnp;?*wpQrQbrK$r
zYk>o!9>@8*z(CO{TJr;dD>QCD4OKq35@9Oa==*lhY=2ou;JFzhtBBSh`Do?9n=;+o
zwjY6}b3tZhNDfo^0aHWokc{)LrP!*0!Z`kWPBUN4r?9>st49}huh225SEzi04N*~)
zk#}*y2A)8@)<==i4<ea3In*wCXYasXV5uvz5rT}6Kui^3UAEq{P}Dt_uzP=ev3lH)
z3J)-px}IG#RSF73STt=7w4MpLC<0-u(tX(DAT_8Uqu<mGF8`@(5KK`z-a5QNS7U-#
z#H8;akCwXKS|unxX?v<!W>YKL%Q#LqKuNDDnFO2%I5@e4;xNXQUj~_Ki+?A3FVs|P
z8vOZG8$&ks{hAB><OW5Z)@t$Ov{8|2Nw-+xwUZz)-&uZYofBb>9!gS(C%sc}K$!Sj
z;*t=PZig+?9MW>UR^&pI&`<zlVsZSnxm4PYU_I(v<Lm~DZ=J-ej_bZdlv?(=$Lq+f
zfrl}cmWqKa$%B9>{vhiE?`^!{_CY9--;NQ*^A4Q}(>Axlmr0e3t7J3-`Sd;op<nu&
zB{_>{<2Fq_0CTPm#BuTHxJF~KYr5tN4Qi<A1k0c2#$h6b^?P6Dsz|x}2otG9JPsg!
zC$2&=EzJcK0FFtVXsIlusiWudwuQ|#&?ySZhpHn1nJMl5u&)BQxY(?t3ic9`{AC=a
z4OEHouIEl`y_d`K;?0$>WYyL{ZN#pj%*-F}45HO^T(y;I8{UZm*_B|R3rl29QTI8N
zH02-aKzwO}f@M{6X-xZ29A$4B8?Hp|y6npw_>*#XB_hjj!fA(1_3jLCn{W131G>hu
zaB<#_5+Sw3`zx?mY^=6-OU+B@`@37#f6dn7>Y@J{YAV$~Z`}DMDjbEea@^fy8De9&
zutAUXk#d)5Wo?KyQIuu~>-)H7dS!;Vu;^?YW;o+wY1R*VpvP)85=_3`yaX!TdtNoE
z(PV@M@6t}0!t{FPl!(rWF9l|mXaof;b&86s)eWaXJJz->o9B~rr&Ebw=H&tEtVuT&
zu!~I=bc^<w`^g3XkOF?DZ;C6{)C6J@VI=@P9L$v?B-u=$)F5=Hv5pC1Lwg)&?b(Yv
z(8=<wQNvhy!Velz&5WKSE7ZHaC5Z80gQ*m)YI@5f^zd&nebft+R<mfKb~>T$gcqXE
z$zjD5e>`FdalqBX9mdUxp@Pn1RV6>L`a&H=?yANyHw{6MQiCby5mlnGPb>L^h717%
zPlqSAZtvM~Ut<}4b%%%8@-%5d8*!q8l1w(O3BaaC0xVp33cg789CGh%-FVp)20}rY
zV&^1MO_RFrV|`N-F#*3j61nR!M(0+un&W-PgYF#?j3aYPcwnfErKd}K1m-D|shZFZ
z9fmV=VGP>b5N3UX0&@CexxOA|Z;G8vmiOvMFRA;6Y3!A_kxcW~CY4H+8%0GQdR$}T
zC*H_PpA3m)H|UEhcP#ofHPMiVnEK-jX$`OvnOyq{$g{hnpa+F1BPP7_-yT_ef6}3g
zN%md^DD=e)f%rs5>Ez~^!j?*Tu+59WnYUCyqfr8{uKm1<$yC&M_QRY){#?I=;W&<%
zaKs1c@X>ekN5{C=NM}?R{_D}Y46#13b$)CP>!x?P9ElO~SzDVs?Od~|Bx(NeaO&1+
z*y99Rv7g81zw>w4GIS4QF%_A3(W&u!`WV~^PX+cT_EGQWviihwuYL({Zag5R!Zxao
zYM4?1h@#6)oWTiBtFQ5HxCDoevb%UF|6F}Lp82n-{RQz?T&j(@hkzAb38r5pfo`Mo
z2De4>Lu>q+2b<;!5x8cS^%ENlz;Vvlxp_?lWj_J+DcK4)NR8ZrjPgdpA*EqrMXrz9
zs28vXg3NBS?<($&tQiW1^qj{=?+g}Li-NlNnZzBj81_Ua+>&2!puUowbmTtm|EvyD
z6x3G~9KgrnI=A!8L*easA979B&sbN__Tx(U?U`{Znz$_P>!h-Mug>?;1{gowbWz!*
zlE}Ch5YKEYP6A)CQ&eLyF2|<%4h&rR%qaIugUJCqs@g+p#^H~!e=et0rHt_7Q#LZQ
zB2xQ8IM)OUmOb~|<2OGPPJoRJwgI(C59iVFuYLs)!}}Qe^vERY>U@-T%gpZRpXs>w
z?w(d5{9t%7)B<a`B6}L`e2S4JDo)6Ks#NOZD%}^4`ib41A4CcXI7bctsvVQy6_!i?
zgz@m!o*~j$?kntNN2krHwf3Eo0rI$tg`2r=s~iBitzFg|Sx~c2GdKs}^5iAAmej5p
zx+0mK$MEgOjbiaG;9dX0<)GpFSLDyZj~<ohD;(&n2xYDRrfD6BPwcN_WrOfP6fx%6
zX$?9MQNa3}qS8G>Tso)gH-8h+AmZn6l^#11@_()hg?%#jJg{0^f5&g|^q`*LYR^oF
zK<8i784r>FX$OSp9UJ-|?)d+A<Nx{55LpO!VV{qWk5^M4wkM^YerRkwFoKU^(z-8u
z5GHXH;6DlPyoPg_mC<>)I5poe%0M_U$+uvcEH<55n$Xa&XLA7}q-2I{#HcFHw&%FI
z(Z&_}=kAiaj({joEmF(7G2wBz-oD=Lzu-53)7F3|-bf_Z0M0Y!oyz(=Qrg`;X>I>L
z%oac1Yue9e)_=&p2hx+C5*a6~y|xwhsea5|yx<YX<6XT!tW$AcPo9QRR?_;$O8cIL
z$$ho;z#i59e$?HsyQr`(LL(EM4*54=O&Xtf&=>+~&17p*PLv)Grr%Ca_jh}%2Og=)
zEFF~#3~eQk*%vmwuai;5hsQeHw`5uv)M96@yP2l;Y!u&yn3J0)ry@w*+&8Dg@u6nA
z-v_lB`03t?W`53S-)=*&kTah<8azbkzH!$%e>rW(Qpb|=Y(5Z0sGetGgW9EOKh7w+
z-qyj-hVnhLHQ|2}6CXo21id-^S|5|HQTOtR@-=MF%NXRdT%|%(Wxit%0q10GhQGAS
zBGl<2SY4Z;)8y9~cVGO4SaXqM#k^dX_b*j7q_C1E<!S6Gk&5Uhyjezb4g&K$2A1Cc
zG-j5u?5_9ZBx~eLjjMur9gnLi^ByQlSZQU4rg@b|Rn-*~B}#(4>qJo?a_OfZ;2N{T
z>I~<{8LAKY+c-?8JhRjS!M!P|t4%oWLb#dLo6-iON5Ex#HoBL)epdN^304)7P5PJq
z16IxbkwZ|pKo*LC&<(BapSz9$o{{Fh+%BhO2=`{rl?M{r1Gbj$2TO3GwK*5B`sN)N
z6Dn`F0f7fIa-DTR)H`Q$f3Bobx2&d%(btgL^Hw71!mK;(;{APU2dp2{`g872Lk@Z;
z;Dp=t2snxBDFi7*S4;c*VJ@NoMb=q)4nN9l4i0AL>hk(45PYPmX@D>=>2K;}x(}%~
z=DtlhZoTCM6&Nl1jyczd;?CHs1c~q83ECGK+8?z=fLzH*safp?EDEhau0st~6-3Qt
z&g~fJl^;-gZA<U3CWswCvHRv@MjVQ=XO>Fuz7;Uo01g6buJQP#XsF3=<UPs{Oo!uQ
zQ48MY7UYEX&r*a;4!ag?Hx;%k^KtrJDw*nXYpeW>b$4(^&~<mu_Ts}n`r7-`%sCq6
zI{_}ZPZ1Lzw(Du1J*J7>D0cSlY4qkYCE3lax`Ab3S;4h~Y{A9U!M?0WIfYu#)V4Wy
ztyA<OI!+(?lB+~;zQ|=HmugKj{eH`8%<&{XY`eK^gZuJmNqauSSJwCF@E<wvpPhER
zu!!HW9VVL<jWe&Zu4DS(l`50!r%WvKomG2<(`z+=$jnbWDFZEDpRY#rWmd&IR|D0G
zL6?DrKc;O8s+yJW)x}+Y(%puUy%m3(>$lW@S}<Km5v}K0S0SgX#|h{R(%23Kgv^zf
zP%HH57p3n~;6p{HxbutpzMd~&Hh+hl`o1+&gK0V2O*jrjH&teB^Mp8~>Qk>~h*>ut
z#Yip>wB(GaRP(7sSfB7u+Fk4$qKS<WZDA$EYAL{b%xL0;V41^EkVHiRF55C1MdtG@
zc%LU99FcnyC{7*Zj)d=C=*8ahVT;G^Ue(HgT_vR`ilNIQ>Ke7q_r0Ss?SOn_oWx87
zItS#>kQ14RhD@ufk?*!D_ZTJ|D#BS?Db7H6_Tg@b1YO+*#2bo%=GWN-pHK4(b28ZT
zoBzW(sa`gFl@zWQqS9H<FosRYR&+_nDn%bEyNE5wPx>1NCu_3y@sH-PCKPR|%Q&Q;
zsARUA6;G-Wx?SXNp^AbO$Lmu#F?O1K$E&8^Bt4XyE)eXHj%~{cFIKiKN`q2@6BPKl
z4dGJ1;YC+`)~v0+p(zMdoI~;^6`$y+U2c+3uFesocsm(l_IrWN{P?^~BNbs&YJh?U
za$Kk_dB#^brBd6kjH+fnh8}&0G?wIyJK`jMTNbCTn1mb0pXJ>st^Q?B|HJ|L=)gGa
zswk)YVBy-qmDS%Me_ulc!5Q2p7Wd}{yVx77<s97=<kh$bqrS;6;U!ZtgzrycDkIM>
z=7ziMWjNi9<nM(06nHZZMD3fL<P_XjD_~O>ZVjEvl(rj!5{#jAW@RJu?9w$t4OC#j
zCANzxK>x*%{B1|c#|#gH(ewkO<&H%i6@97X`rQK;!t(C^V;lI*GL@Tzs;8fLdrgW^
z_`U4=5dvxed2)zt$osR&^6{0x$$mcz09&N>OzsOwQ9JGWns;o36b4v`6Wuvg6ZP-p
z^Qp#o)E>{go6$E)La-E;qS>MxOa|5;WML`qh6Zd=P|&ck2feSd`tX{3{t+6!Hsf*`
zz1vSZa6#+j%cnIh!p9J+p`xf%{)V-X?~;l(@x`vPu`O5l#ZoLWDRd8Be1%WkIjGlg
zGWIb$7yHU(m3oppt5a(5LA;lgbOZw$;yGZ97yaxsi7ZTM8ifwH9J3QJdL(FK;jD?c
z36#0oe>N4ur7qaOBv<=bn)NaB+y{B5SJ+66>!OOehv9lA?&l-b{qcCsfhg|%L$%|D
zrMaeZ(?ckmWA^xbj-yucZF>^?FvD;pi%G=%$HD%AOwn=u8+vnwysgd39mdFxo|&#L
znhzn`RuVzlU?HW}Ef*F3U%^G*5NUxU(fI0k2e;tyd~eqT0Bx&6GHrQSNWrz6T+V0I
zg>MTRFN}bCz{<-x^@<Rl`=vOoi<2)PB660R+y$ANL~Q(6ISwP{UN#{_6AII=1dC6y
z2KS`oU^EI99LnfF@+`-QW+X!nDd1||2TkJ$QFTR(bp}E_J(%tfWzVRg93-wOD3FFU
zN`HK)Te49*P}kmM^*n8#4OG&yrWPH5%}^-(wAaM4WN552xEfhCtW?opOdSqhN8(Gy
zMX&*NUoaUyT*s>2FA1r}lnOtm3umkM1(vw}E;C+DBF!qO?;@6=bld#)#g2;ijmWgK
zb3uNBuRlhXEJ{&TG^EJ25d|N&9E?_G(4tOeze}@kI31InSyDu{jfki+#gtBE>{yaH
zr>k^De_6a3to$Zv0a3nQpJAJAKUUgy5Y0^&^cM^HABkZ7{VMFHdW%XINp+Z>f2zfr
z$$`y@3bnoiD}X(7+7k_+-v-amPX02kt6ZBm0i=YSOyr!>YFxA@QoSJi+?QQmgfYs>
zaY52K&VUL}mggTU*v7GJ5n#$dda+|0b7}o;YoBCxLd>vt2gOF%@r0^SG46qR^57_G
z<uW9`XDO5|o&VK3vN`~KAze+hH;^gYMe^ZnBP0A~le&Iyh&e0;STz8++X)cmxvmIJ
zQOF_s0K6I{T-=4f_nxL#$TU296!RvO)YM$JI#c0sz3{x_q!2lGNI~?sor{=5N3Io|
z(S(TB1-tKx)?eX6h_F`3csl**OKF0e3dT|dIQ6&~*i)>DrdUgjaq(OWc`wEI=328^
ze7-7C+~>eoL7iPn30x$FXdEV%U<OrK1o{q8(sWPNlUT@p*CEKdC{$_xjvaHg*X=j=
zq0+3IOD#Lx9*!>)jBS$cw#G_AzcEJ0=^HV4cFpN-R_;=A`M4Th`R<QD1s%O4g<IZ1
zV)8M*tbVE0w3EZL*2+xd<a80$NM&u@Nu06w1GsAsm&8wulVtWz$zW-X(#E&gnyWzz
zT^6+*HFUK2n7SN4dN`xpqQh~L^(;asvOi4@o&9x$V6UEOS8`K&hN?+f68)Db%OeCS
zD)GB|y;qiQBXn#G0=K*@%e`h?u5|(B0Fh6N?9pKva-F#$eQ6Pio@ej?C5~#A^tzU_
zUGgc~M&sz0(drp=>sQ%4W`?6n?)C4a^27>*4rq&4WwwrnKw0vQG>y2Wr-Rwf3BELL
z46Qq&@NAT)zNkgVHFKdlf-ke*Nr^+f$5@}zm|%mc{Sng9h0>G?OTo$Wx)h>_AdiSK
z<TIJAXbjZF*TQzo;1f>Vid(-A{{F9^>CmcG+Dk#Boj<*E3RU=}$YUyLF=AuJH_;8q
zbv^_zL3gzU-Lgz=H>2E11_!{I<QfU*<_ss&bMLMSz5HFLQK$Uvh!j0^GNKjc^3dEC
z*%ZqXmZ`b<orIRTXm#JEm8P67mM&c7+SN|}@#Hb0zoO`o*Q;R8SCN4cv=2JY>baJM
zIgRS(bBcTKRhQoLz_Us=jCUqV+(U&X+KRa1PEfT<XYjjga+XOi1TZ=6376{oGl}%n
zPPMiQa3{41Ovd}67(XykiH22s7TJ<bPIiy4a7_uwomWqHz3W|-9y*?~^i#<gXs-T1
z_gw;8#)#Ow;LW(T(A~5XGvm=~8628uchno*#XAGYn$E?SbLvT3Xa#o@6;Pa5`}+^u
z{Ij80+ZfWb^(m+TE5rAegHHQ8nS`uUE|v21Q3|{94?FoHnU(|kd?!6N@gzSN?VMUr
z>!vuT(1XIk^W_l%BVkO_C0v#hAUHUL6wY1)HFawul%q`S!`heRK}>~ksAB;nwk0M!
z;~Dx4s!K@T;jq+=rvzz`CfhSNGm9LV@g<*c1SL`7er&LPgq4f<f{~-*eYv?^isxIT
zJeln7BRF~4>`_b_{_{)mJL<+28-!sPi$9fVXVAcsS!NK^p=yFKa5)4^eeXcQej&~^
zUHIb@wKbnlt@JHx!fP`V73039U`muI1Ai)7Ki*DYLF@XtNoJ2Wg@*!%#C#(7<0!;g
z7^`@58DD+dK`)g;q}+D_j76zg7RFbWflOdDiZ=WXy+{C#+Tl7a6c&uK3;%h6@J%}j
zlt{+x;gOf+1euh_o3adhLO=jz4rI~YTeq7?tU<L=5A`-O)r>S&D=0dFp`orQk(i`@
z4JDcz11tEX@BA`Juds}bjVm3sUFW8-DX=B6Mtg2cy;t7@5e>XiZBR{&yzDwu{i35W
zv8|!#M0yG)4-~SsMJ5^<F#Dv&-geaCL$m3pb;E0aLxvBVd$3r(<pJ9Oe=!>_DLgt>
zTBla#98kEZgVK!G@VeCZr>~y%9$O9V<kV=Q^<L)GGU|e2`>eq-@NgX6S}vu~dS1&G
zt{?tlgD}V^l(I+a)TAB7icLl0C9`_FHr``l^k1)p$j=TDvd3RrHn9wZi&&;+kcqqP
zogHq53fn`!W1g9~V<3yFh)6HR(ZobGMoO_S4OOp;qtLLG8l#<!GwkdTsLrx$G#}R~
zpg`7dqcrJI8lXztl}qW?hK%XESo`;P0`*-TH?FxFL%$+;gM4!6ofm1E0)dnUiFL!+
zX`0Bdt82EyG&TAthk#?;DE#w`C|fy!S6gpw(Nn>wpt&QIz|Dg<VJsttor~C&ON+<Q
z!tYN_K7HieqeoP-hcPQ{e0w~*!(_d&p8BUw`f(-FaYw5!qT~tydjQ0QvpFtY^v+<~
zagTFKsX1_UnqA;fwoln=euU}X3ra1aW-NlGm}J-lwO4rrUf|2GlDPjYeJxW2sY&|p
zIq<D;Ri)EePj6~FgvcfQwP<kUxG_t^i()2}K6+4H0QQ7iC@|h#G7f9YiRb=l#0xNW
zzt5!bAHN!dsdw9q$p2Na_a&lA(zDQaD^95Xs^b3QjT!c{`kP_*^GfqR)-3(=(y{-&
z3XgYH{~5o3-jvwCar&Xd|Ba-?o)VJt_3t{%{}f#InuIbYMSm^*rcerV`QN_%>K^`z
zzc(Cye9KfR*7^It9`piSiS()GC2ZzyFwcte^u+(aQ@{1&|BaE_jbY$s2p7u|5++4a
z23Fr&#*VL1nfK0SftFS0uwS(fal*Ya)Fiac;`(WQWq4mSt6-)>G{`BQ1L3WycfIU#
z?0<u%q+44aURnrAAdVb9eJ5vmbF&-wicyGg3~2{J7-D;IY-*XCW7S`Zv8kh3Kvtu6
zaKdZC*b?&_X`?JZ#fs@qaTC+Su7=XGwk}p$)*MUTe-~A~H_xg@Z>nhzbRT!Qt3GN#
zi^D_hDW6s-JoBRWR6KX^5+Gza6>}DMKZ?=_Wfo2@-i=qc?C)BqV1LD3ARZ95(F<N_
z-xXm}Wh@bU1nqXD&+Tr;it5&as^v(LjW^w#8CuHTbzltn0WnV1l39Zocp~U=Ii1@8
z)fDrRZJt4lkS}%r$Q;>xbaYbV5X{?pA1>5V^)p1<$^4f<sx3Z;$NP&Gy+`dt9Z}!d
z-si$)tN_-ePFLw4?l0yky3SoUyt?ymp~+VWf6vMmWy#<E*h!u19epSI@PSDkQ?nJr
z^|kHt_0h7+MWJ5-rhKF3dM9@1Fba7Xw#UL2x0&V<8?H+Ws_Id|XC$2Mc>2b6T9^;e
z#6bh$0gn-V>q1^+oQ29mC1@s^o5X`0uCl;AwopyGKvGobx+DJqpu#s+p8j#+i)xM<
z3O9yG)$d77k;(h8T|H<x$FFbc4?{efT3L2`Py50A1s(CL<}+<pT;lD&Cux08YOtva
zHjCze5voPc(|Lmy*J|YU68ZC4osjTYPz|RkitZniGDY$<%~yonuB4l911;|sU*y;x
z7i`Wp-*@qM8;aXZt%oq(N2#oBO@<%1I+Ndq2aMoG?rijWY3Icq9K}E;b7Pqo1F}rC
zZZ7;bUaIY+GKG+m^KFn0m~5rs9AFHR`vj?Xhk&PW7shgz+54&EaJ^?>qV3XNLU$_K
zVRLU_k8#_&LqQTrHWJix>rVb0!nEDzO3F8u7{f8Wd=>;W5SC<j{%kiL8EyU;>#nC`
zw^{j?*Lx9PQ%Mp5$0Rh%Nqxp`Pv&-FqoNyJt1t|6+n#<fn7njwD+u`zis0i~^qH)?
z|GNbTCJO$<GE7p$O|*HjiF-ZW$!yjeC{o9Bp+aF5P8A$BXV#mxC5L|e>bex{Wm$C7
zZ}3xCIf@B*J{<CQ{s*puhezgOqJf0ii_J>>Jo!yZ^Lh>)qL6C5PWFx~+!zp&isfs~
z%k300j@?KTF2dRm^S5C0<OH@tAIIJ!>n>9v;23}0t4CB<9et%QQpk&BLu=@|HnE(N
zEZL{B{TetRa>T&S&pCZ-4v_)dQe)p#CE0b-+c)9~Dy_%i8g6Y<&l#}(d6L#+f4L&4
z8{8lmCK2Jgc91Qr)c?In0~O`k<!WKSL)Hj`gzjFs0OlY-7tZvX9-LlXQ(fg44Hert
z8RQ${KMRmF)bnD|w?autIZ|C=K<IYzrpUTM1zRiY)TJ58F_5DrMOk={+951ZkOJmi
zUdP^1dHaKipp~$>@?G4qw8Hj@rQiGqBv~muKd4(w-EMBPELYt8pa^a9I8v7lJ}#Wl
z1lzXijHp87Z-eOT<PSEaey~k9GkKvOpjW=FbUs#t($TI^DN{PFoSW(1iuMz=-H!^;
z3wmfu6pT*VD`e?fx<$x$_2(%J-{4T2Ra(aK9JE=P?LAUt8v*NHe{osC;dE-#aP!`g
z_X{>=quHG-ibz_Y-xhm^9`GoEc&of@EJ&uutNGYDYF7rF*T(IroMb^bnlQ88a$!}}
z1{D2J+h^rj7RsrwZRP3iw_P>w>D>liC*mw72H*cM>GR$k#cG1r@DXGYX=APBq0z|p
zy1GhAUrsuZb2rdHe)8PT#-!V=!NJ?jP@C=vWKt@_BA3gcM`7EM3aje6wSlmW2g?dF
zmZCFj&p|o@pCg5RbpI(ZZbGF_(C)U)#=1Cw#$6a}D|Fcgn*6E?7jjJU1lN-}(NNcO
zB(Mw)se7*-e&m*yK}M?Zy1N#Z0tt>;h_7nT$)xq%{#nz1y^cekT?h<9hUMGl`%@Z&
z@vduq!{ENXYqf<EPtN{gu12KT`2mHvjkl*^_7;kT__6%NrClk-w%`Il9ZvS(El4sL
z3U&roYYOxH9D!2Ep6DQngR~goP%FGJV?*341SOIIr|--`Dy0xWnfKx-#Dh==(a6^M
z+O=W3&0Xo#B$AT4aG9cb4z58Bx?(TOVjwI=>-@jI5QFaqlY7&z<~v85uIV`CU|?X9
z8B6qVCaUyZtAB@R)G4=&qTr|1&8}Tk3~QMrsTn5X0BuJQlig*nwR^HIoVLtHMBZ^L
zDu(*UQa7h>WzhuF^=MxvTPX*#lo><oc1m*T-74DV=upJoU!H_O=p{Pz&EOq(rz9UZ
zl61+cTYOH`gNxq1;P+E$ACOirMGrE*r>Wfh2zf0+_oV})dti`Pb@#RkIz$dzn~fHq
z{^m}aJm$R@@Z%{4dgJDe^I#S^+lC>j%_0hJ99#Y5v<TGePK>W}MZ)PX?!o_vKk?bQ
z1Hg|A40M1Fh30^~^X<ZgQTa?qYUN*Q)LlTIVyZ1msuOLiquzwjxNQnlH%e$z=Rg`u
zX|dZF26j=YSzoDYigAsxfjN5{xi~9}lq3thhO{5^aQLcWeUi9HL_sWxoBUYb%D9_)
zu`Rvtr?djNR<5ygF}=X}?Y=EU{Re8NtX4aLygIeb9v`&Ly7v96E#<W%9HyfP9Y3Ff
z*sl!Ag-!v*m5EBXQ-h7L&^|T-wxYU*Xj$hK_9-F}T#qb@DlqK-ghlzyvL^7rulb5{
zom6v}YKcU2zK8D4HS=VB7r0b~5GGzoC;CdPu|$oIS&{`K$hf#o+I6h~*RQBQfO^78
z9siS-;5}X`#3<Rrw`KOwQ<Z+`_?~4Y9K6rNN?$!PQ5Go|vGzM8jhO5E(3_C~HK1G(
zfX2TH?)#+RpXYNk<?jQP>p|7!qmdPL*1h#v!C=f1uG*}Q;+5v1V7U_VCo%0k7DemF
z#>9De@`IagFP(22D3M~`eT~ZfXser&uhz?|U>9j-8V#^<S*E^lRaN+35GU71;#3&*
zOq^V!^o~5QjWe5SDNtdo>^-1RinujpO@%jOoYQYlB2BxrSkpssdV}GC2Du`GOYZ(m
z1K5NAH;9v{DjQ2WEw3(T8WH<R)~Mqhvx4On!heucx60Zf8qK*(MtU?nRX4v~1!{RE
zX3&I5oXS)Y&5#kwR(U>1gHngUUUPb-rK8E3-OWpR#CTSGo!h=dvg@w#UATJ=VJti8
z*UupaPKtc9{s}`CAY1p*QeQT{v>M?$Z?ZpN&q@5ZZ!_wT<FSqDdADocE0CUfGv$tn
z4%o&bw}#okB3Inx97;bMVd4@|0tV#<&IWcHD?7!`et4uz3|jgOuaDeifLXi_x3-Vh
zU|d$XWf2DgohVH$?ou;Ud+W1<@HXaez2&o|T^-F<f)Ut+jC_r`-)ynR4H`)+%UXD9
z6}E2W?aD_hz$><Py@W!s2_(#iX;@Y3#F!!w^ey{r17PerAN9^pixYIcv<;!y(bHE!
zpZ}!Mo;I|cv?re9qV19b&!8k?!cA|EeBxtC!ot+U>nFH$oQ|xt#08{?OD^9>>4hCP
zm9-cYEGp-an>-LPGh2n}D;ax5R0?6htoq^uPU3=QZ$EXcuc3)&BZh_Tl^sf)ojj~i
z*PbLrw<wCF$2_A4LaFaZhA%l&GBr8r?a5*Gc+qrCTiy;2$B79^H9PxC+|2sdr9#%B
z67T-nU2DDj&6!f>i-bSaIGqlL-V}!l6}ySle{4Eowp=XXL#VD7Yo_kScZpZKEhtkv
zu~WP<b^4Z>hs*v3%XlCCyGGP{3}pX2pSvFC!D3?Vy8OS;X<nIa0*JP5SZ;FUT}OOn
zVwVdn5WetNFNKiSKov(x3H#w=TjcHS@4@EdpU;FqHF6J7i@>vdP}`EpF9;nEiy}E4
zhn)wk`L7?78aeG%^B2l)F3(4yNo2#jwbTbyD}LRP$h-%*)xEbQlaV6%-%%%Xl4F=p
zl_~Kb)BL=X?r_~jT$yXqicg{%Z&|w)7YUnpj%Qj$gl!5zrlhYW--CTay|Ys!8e=x3
zPjk{|l?0GkuyL%wXzt-;j2nxBO@8>sl$*DSF|`$3*Oa!pT25Lk0iX!!_>ol6&dJO(
zAzb;uDKm)%yk+$Gp?5}0J=@5)h`+g9pnC`OXuCC7U*hnlV_6L-#y!a~ZrIkK?4lQR
zZFkP&^Ftsv)+F{L2hxK?%0TNzG+zf=vtM$4i8|giC8cHq$}MB@axPGFA~Cc)#>t=e
zy2<aJ0D?~ROX%sloPFpV?uTyfrb%mCkLbR=JF#rHGhMj2V`lo;sB-eiV_R>ii{0qv
zd=8-pm_9f|<#AL~>`iUwNKP<DTpaUsxJ`W97!Ly<2cJlGbLF5X5*0`LOrr8W*wyQw
zK&9x%M&Fs9Du?<`&}Am>N4*o|g~X2RghL-U+WxFsaGH>~n^Ij|nut?zA$+_e&8}D@
z`x{1;e<JQcWM#*cCs6$eW2@S@9ox!krwh+(4{w#4mNvQMZau{GsV*<WpAf^D+krOm
zNAx$dW4=QI>@Z?%>#0u$8$!Ywe6UD-!c}r{9{94dea@#9XuQIRd%k4bVfF#Kx<0S;
z^`%b5!t(HulXKrBSA+~G=G%zmF1hj0*(Zix4>Et>=*|54RqjB6A~aUY@SUB$$o$3b
z25D`~t^85hXsodjbX*^yqFcbJjf;v8ZFYoBI<P(oQ42CD>%RHeG-?*Rv|u6ZF|wg%
zw;MhM_xg{kYWW*pFtNd$F)-}z&sUOrfR=3wO9S7T#as(dVZnFOZ;szElFJ$4b2@k9
zbM!5V=3rZHsh<)DqDto7cKtk;aH-1;RJ|!;c0tvM?W+|?{Q~?zpxQ_M{l+M%;}q_c
z-zHF8khuV+_u{bc%-sbS3b$hyM%v)C?#OLRt}E|$;q9EFtW{tj{A?%j61c2P?Fym!
zxJqIQ^^X+c0fW!bL>ulzc9gTP1B=Dx8AYxq6%%pLp@ku!mrkPMXmSKuQAAka5@VX{
zk_ywy12tJIRK-HEEZYCL<6id9uu3QCs(EPl)6)J*{LQJNakfWCE6~=mDS+fqa`TZ?
zSwlXPDkV8%)ZRw_xiZI5Y5p-)IU1$SCA<6?sq5Azd%oEUhq57$RJK36*MKLu=dLg3
zzuB|5g@l<$OYG9<BywlgAylO%r#^dCIRh-heF-#{*k-+mI20n5hBDJ-KdDGTgm|6|
z>YsmetQP$d!9Qd3&l@uTr!|^KbVL^FKLn}j#Y<@{vp1vQRiArP1OH5{f8NL-y*wbw
zSb_42NX<a{-OyiD#q8y8`1LZ97xh2zE0yROei8Eu|B>A<XKV%xoWr^VU*O#g7>PIa
ze-IasD0oF=&=*p0u`eNF|7k<X>)*uewFHFbAFu8o=ff-F8Dm6&V@LnlD*y9F2L|!k
zEWmt+t$XtyE=K$uP#}Y1Blr4^h<;H-6uf85hC+*O_x3+R5_<-WGDvm`V81=fUu~e`
zd0LpgsC4MJ3H~FbC;=Y!UNR@XRHE&_Y2#z}{=YI%WS#m!KD`R2cBN7I#M7!$q16?{
zMzLZ|pOTOvza+V0Knx@V4Mg7@cdsT~)0gGVw1~vlM@zv$)OVdWgI3;w=n6Y*j0p8q
z5d>n$34pg*OXr|T21sMd$;svL#J+L84~t75t?okVL9#v<>k3mn^#$t)jORX7bB9@$
z>ID23UJQoa^Yb@^oXnh<@`pOjGigN|z#3zHw)xv#t^+BlT5l%B9yZuMmr4fuMr_zY
zkCYo!9joFBYx(FSPzsCzAM>U-pto4p!`WWG7Z@o0q*<4A&uWb%@o9B|=6;i=3FOEb
zM{}D}*;tgPvh~W~KL0U*D@cwR7p~l=zUwOK$FPLuT$f)U;73H-_ub9FXvN50w6=^R
zF12b%g?`Yq%kH|k<x=WmygSCW71C|hzB&RhTubC0v`A+m%r4^96BPR*DIu!hdQrP*
zbMs0HV%uz(ELfzK2hA}8A@=&R8g<TJDUlp;9$Ik~r!Z^d+?0RWhFYM_1U##D<9vn2
z5n{U!myfvtW1NXS*LC+3zFYFGpe1t&Ys4<y2ec@VDWALBLigaK->~fp8czehf4_O-
zigW36^WLr6lN#E>`sX(C>ZD|6sfotZ464EXjTW-uV6}cOGB;ljaz9+iztVQm9a)-E
zutdGa>0T?p2-FyYk5sprsaq113a8OcQK2q8I#-24u#=3VCU8~iO#2$nDmQvM@F9dL
zx6QkLYB4~*-+8+1Zle2zbH28z(no21QC#Rc?J-Vm0I}`on4Hjk%QUYNNOvK_V|49Q
z7Lvi80>dH$%@v$NL5tGr?~#SD{6b;W)Y9-AM;SbXR<f^)l7megoPy!!kWVuuVw#&b
zR{1px-t>nvI?3S7AZs2m7^6yg=Z;)IdO+h!EmTVRYb>trANtqcX|H2yJk*jk6>ay;
zkto;&uK7F)-~{Dg0X!p6i&u`qK-tvN%RA<#^xym}{puG#GqKt75M-D)xc?WRv6??#
zd~o`r$ZkYq?;Ud5>ATISed$n#V6n|0>%E!ql`}uksc_XHZLJ(#IiTyRpZyh(Ni!$Z
zu{+|ZVVMuCSFg}G=xFBMNGXJ-^O1l^{CI?kAqZW&KP2Aa6k?~Clwy8PXiK2*Uw*bx
zXviNd8`tK(D|7W@qr@rSHZK|V!cTBMfwOVG*IEAV<|NGuh>W-a(e@WUbB_2IpDl_v
zT?VU!mbjE~*qz#(`!pW7Z?;8F-tAw7^vUqsm29#|E<*O^CG1L@Edv}pE#<}3uy(fZ
zD>1<2K$UYi<%CjfBN5{T^{*aAX^r#au^;Ymw7lxrV^XKsZ*G>CP-m2Q!}<Qp&oZ(o
z0iUDP)v*AG(7Qm>#tj9$(%ToIuT5?}bfOs3_AHNJ?ySk~a&A7>SB@x$+-deoO(ilO
z>@EZJjHDr8)EHfJ?&Z!NUfMVwg}~+Fy#Cp~InaP3PalDMV0tSLsID2;?Iq|i5BgTi
z<j{JvSz{Mwp(<4_D@xPzk&Tq4Rdik3JUGy;tRTc|;_wwm2tw>@ct!^B>R4|cP|2GX
z+(UY0xKqpF&G3En4VCuCXxw=I;c2tdypigy*iX|OSVqvzxW#29Da8~X6i`D%)b>Ip
zW9FmKT>bjnRHGCLDc#^Np41Yook~fT*P6`o@g?o!MiMEk7;YKGN0AJIk0q&)Z;U#O
z?iqe~HjyWm#WbGM{do6lZD_d@dtNUl_glWZZCN&-dGD$iu17x3zRTtSd$?0h4=wDX
z`WfD#7qxCrKo1D|UjV%jT=uwMKu^DWC9RLFmNSAdO__Rq?W88o$DUoRSIuiCkyk2@
zsO4%`FNZ6e>~qF<RDgkIhNL@X6eSM4J4nrZf9>p(1DHFn)Glq8r}hwz<!tRxfZjgn
zF10RJqzglJC?nc@ou|o=^>}~%k{sLEOV8%Bs~Qf6Gpm++Ks{b-i23_6kgzIVZ4_?u
z5u$K$lchuF_u|4RS}(BD6`$b@1-~eK)}~9zW%cZD_Lsrz4FoNdeLsg4eQzV((;x0{
z;784?A0T|7?5x!V6C&DAJv)n2%i-y{3z12#f3!(<I{Aw&%>!KOfK~F>tM06CZuyxP
zzsYukUdZBNPcvmAn=D2wfD#rbn9!A!)^xh<p-1+o2s8-=F7D;@ZR!H*KPZv9DY)rl
zzEqc`ssZQT+mA*LE}^2G(8~|*u;|r~c^^a@nNF8J!&|J()CG?PW1|`YRlXK=CA@LK
zgzd*A2eAW_O|Q>EvUI?dq|2b-=evKtk!!qB$GAdve1QrXl4q1da5W!4Gx)=untWg&
z91CqtrG2+&2%&}&VS0pV2$l#i?R%56SNr}0reOL|_EmpfQ<vHyP(l9gha$J|yoko0
zn<)CvP=rb)rcl#2ufwo~Yg<m`s|QuuuXo0!V=(eGAQvSJocTC!e_Hy$cJoJTY8#Gr
z!$TYVa_zhZd7k_WooG6cviWV-a)Z5h;`#b4kZkH|x_p0koWi;`c+n|7P8$cmT3}15
z6T^m80SRF2Nun}*KXd)EudQ!LLTW+G$SnPlW=0o$(l<q@<Z$`=%1eOZw#BoA{-L|Q
z;Zw)sxd@+hl`<z5OXfKF?jH){9cB+qDE4$FE=r{kV?>DcoI)^U2!~}C?r7D<i(i4Z
zg`Y^|MO*Du6-gQ#76q@f!nGoP4wI^Wa-qtJ6!1<$7d7~BmJ%{XFI=?)er?t#ogtQ8
zuJ55hRC~L=QcAN6ldnOK%yq@5*H03IfM8uU2BP-Wv8PqnUQ`?9*v)QFKSg`Qy~{yN
zQ4A8+xH;Wu`?T|aprVJN#b+^pCZf7bDH^!4ZVxuDtjW~Cj{xh#qjTD25KX1KLY&sR
z8`6^EG*i^DrJ!85*?iz>_k^}_uWjIv9wUQrpar7?TkBD1&g_Npst}?ggvB?D>I^L1
zuu}iGO*Z(w)4@CL$PHP7^x+fK5dE<0ALmmnz<NE%T#to~qIuNaUFn47V5N%!t$p_2
zpd%lBmGcUc>Y%4@f8PU`F9}R9>%idVOh|_nt#em@E&X;t4Z$bDTm)XRErwqaHty9K
zK|yj-xjI+11;Yf->iE`JYt~yM`8Y*a=_W@ak`uvnR=yLaNAvTxTlgO(sQKU6JL|Wq
zp7rl5qJ$C~FzDE%v~;6v*o2fIA=2I5C4#W&?i8fEJA@5LOLup7*R%M@`JQv0@AD5l
z*X2*FYq8dzHTTRt@t)T`Q+VHx&*?pro2H_1-sn8m1xT1yJg4KgJVX=Bn5{$blGrA5
z#=*+2^@nlcjNMBdX8n1KeH$OFc(}rsiW1kCRY`w3p{jiK?6jRXj~peR360m;mi8-q
zzBuB%yd_hd_2w4)xyQ@bpOSK)g;KTbXcfg1j4I-BDodyVbRFYJ%BD?7|Np3&?KRrM
z&9Sr<=bF~g99Kq9E6zVcri+xyY3omxX#wMds4~}z)Ma67U-I8<%#eK$jr7d!zo9y-
z`7F<gWb)H6ek^xO@7&b75OTRrZfTLzu2`j`3fC`FT4;u?2a1vy%9UmuF;kp1N29Zy
z#gTr}kwzjSS`3LeKb}XuJFClMER*$q#pq`kJvsF@1!**4BeV9sM3R`C%p8-*%JJ0u
zv(N4cfmBW^<NEQq&%#KwKLtqc#Yy|&U9=C8;eDhjla`&h7?eywq;n$3-*9xF6kDNZ
z57k%eKWLG=9+`Oi#Y9XQM<rBcNROj+9<$K<s>0C4Foe7J!L&)sOf4@m`>&EQMT21u
zxpQx$HoPGrpG@giJg%O6^iH`so!2V^uZ|bg(aV#c{=hU?ibd!DX9999{l}r3TFG7n
z@m-JN7+<x>Nng()37iSI-<}#dpPe#N^prn}t{t&dPCz20F=%Yw;SQ@x=+oYw8!`Ld
zJ6~M+Iw`)_R(7y-g}ew$_i(wSPEwGU;o|kG3AN8SKS=ysQ4f1*eS1Mg>3<8Wykchg
zpglq(3gOzc4>IR0x;N3mA{+6wTSTF(q)KHsHvQy9-PjWV$cKH<Iqz~LS~=B>)}Iq%
zHMuqY5~+{Z;Mb>1hg|RHZl?y91rwsn?Uv<O%+oUi*S$znU?;gZG4bf7uW2NZpg5GG
zc~sg|*vA8FwQkl{Nj5AiETxCIP^~iJpZtPLkHR+%h>;sqCBfl|W7i)W%p?^y5mZ@~
z`z@-E?2F>H(dxelKcvckgHtAIbtI8ZXb?LGQ+d&B5GdCDRwZxlb(zj{InIF4nj6uN
zW?MQp31*6&s})k4FcRqoJSRd*1H!WAldtiD^y6yPDJE3Pn8qQ5VF*~pGVCe52uG_8
zgP}QH*$7+*%;sD2E>PLYRy|biv+pt?Pm?K2(42P<NY+S<Df6`g1wB4WXQwC;7pK$f
z<czMb)B3Uf@Ek~u&;HHTgd|`RDdvsjV!G1C+}^wRXI|KJEpjj7M(?W|WD6X;wLR86
ze(ippOg%DoqxaFlW+wfnhLMK{!=Cfd=LTt%OMc<-SNHeVheY~@?+03sJ7G03^$y*3
zO+lTjj^+KI4MKWw>Q3L*lcP{Y3+cv}jNGGxW&k?)Z#{SG>wrHydgK1v_O)(IN!Q7+
z%2Fd^K|sva&l1mhHJxFVh5A96T<I5mP!_|UH^Ot{7^#fq{MbKYZbB4xymFbndaY7k
zDtYoG`XU~>?aj_-b?)KIflCnWtjQ<cA718^4jI$;N-mKi_RtbJt@xDWFgjJo(#qj5
zKn;%kn;QH<p8rM$y7fJZd@K*ZU5zc*cOxcfLsjfLtb#`Z*vdNCMlB$em78ijDhJ&J
zr^1D4%Wc%RHMmp<HQt@@uKemL!p)CuQQhH<NlGn}8tcX0WU-CDBD5*LJJ>1Miy|Xw
z^;@7rX0GQ3w=9e!GTFva(Y?W?X{I5k3|_#lybv*X+@Ai*8Hl#TNc<$c8X-H67;!bT
zk76Xml&v-64G+f$yA(DiBmPUv-fq^w*%{r4KkCMg`n{}?uGBoe#5GZ9srunsqWZfR
zcUY>-8m~;=cRK<B)#nX(L}bhxNazSic+O8KUs8Nu{&`R#Gpi)+%u!3rUoQ3iLwg5l
zrmuZ%uxv<=)PDeo30UEig+H_3w1&0zfYld1Z_a6?CQE6i8Xe(3WF421z*-Vh+awUT
zJ+{OP8-Tb4X*!$oh7wc+l>;PY=aq9jmS@M%!}6XesfYDR%om0G>mTX}1<$SIPgK|Z
zZBL`KS)%Qb49wXIjn`020VTL%+4~<QnEKNHk?Lagp&fFfU9k@9(o0k#o>%LlLFH=O
z<N{Ie9z^afy4SqMTE}OJ4Oy+|J{K_KmT|f&-zo0Z2q2ds#CtoqU#isvh`~PSC%AY-
z8FEQk?^(L<#o#{aa5vD{)BFylz7T>MVfuj=hOwffxvv)*K5U+tP2{&0H+osVG*8_p
zmKP#{e#$TAm@4>QK6x?Fl($nJPr(xesvf!EW;U<SIXR;Zpd@=!Ay`r`DOJ8e5y^Xg
zu9sqK;W9Uc_+l(<u|7`6YT*U05Cef6sto$`X<cRKzTbN<qc_h`F7mmz^OaJbMOCQf
zki=)|91)s&T6O3kt}A(qYLQ`lRU1u7l-baCLd}~n!y1aZp+<el>zZbLrNd?OyH#Fq
zmD4sP`D^d@pYWz6fe^0caSO{+%g6tSLvuG|e*_~znl$N4Aik?mjcEVqlx-;@sZL3V
z@+z>KVmYtVW_e2E>#e@xP0rG%x|Au6ns>L;mFR~kWeeX1yax@iO_?xaOOI%2%V?*P
z^4_u0_`dtmzb#E@l7{PGtm<hUqL#Ddy%k0=;$W3*TTf@fs<Vw<=}R^n6V#y<X5&Ul
z$VB_D6TzG)-Egl?$<ysw?*#ErC`!k7jw2o$ERha8w8UE)Qtw~m<1ttrCrX|LzZpHP
z*Wd(SHwfkgg@khJFBj$vn{6bZ*ihC3x2=?f;aD`aU#dSMUaiAQ(P?QpxEHXrLP8XC
zC$rx-hA6G=>rt&EYfWQ5CM==T^<jkjA;BU7)Y&l5UZ6lac=eT*>z>2$hHC2L?Euea
zG(E)4D0LL(JU%_XW)}$G>2O~s<hXbvX)jl3cvvgmzVOqwTqlz`i~{RYu+GJcxwGL*
zwj0-8C&7p}r+IS6osWC&*y2$8^V{{QpGv)C?Rd1kST^x-&hPfai4Y*TOUJFkvHG?z
znsn$}U;lblZ<x<?pet^*sO>DtSU<*I)p>P>&h{aKI|k{k7Mii^Z*;l4Ql@La@O=@T
z*;npqmhleyV$)qD>uD}APj_PL(?12<@IO2u8h<<921jd@e&%jB_Z9*3KN9xF=sTx_
zAfaBx6DjU(2cFq5M&&w#&IP8GO#OjD;k*+2Dz|ytY&vwietMUmO7{Y`6=8bE(E?Vq
zzxqG=b#*dVm3&Vuxm;}B&db?W#i%z@)2l(h3;e#Se75<;z@YnLRdJoz|GO!k|KXtU
z)gi3<8K$$3P0`rct3-N*UloEa<pSKN(R&%&OPNsb=1`BX_Pn}8@pX2zQfvh6qPJm*
zT$t!5hUoR-qS3|@>jh-XlVH!%sQq7@+|vn?$2cc(B)>4g+{5-&A|t&oC<v7$uzfDA
zqYq5L_SF$#UDP}?pE?Ki8;hIdj}#x@Dy(f%|5=Ni+PxQXtAe*kyW<J-uyr{g=EwM`
zZn6F|Ax|Vsb=L51`H_1T)C|Q46lrP7{C^C^%ND{OT)$r`eg6F=t+hF~rb(vlh^6dt
z7=y{!tA333tJR0xDs-8=k;%Ew<QB&9{O|^CI++O<bQ({;)ql_UQJrZRIO*TeU@z$h
znMb(SSY1@_CF6zy%Q_#sb?VE}K8l_BHs^+KZ#dL=f4H$PBni8G<j`9j)oQG8L##_>
zE^d3%qL}_<so>oM?J`sXm&f<QaD2qQZXRzF^ZmttX}Bhw_gWzuu^{Vz3(0@q`cI+$
zuQmRk*2sNUT3p1W?MzRX_rZQzoj$W&Wg@IpVzZ$bj{oG3gx)E#BJO&&xYu*#TzV&=
zJB2c2$a(%OD84f1JA=4Bqb;5q|D`nYC^X&g*QQ%GhpX#x_d~oikfHC95BSjqA8)MM
zM|vW-M+a9W_vRZGw)aB#T<`NvKGf9naYeFC)mRjcj*`gvjm4wj1-X#?Fr91)R35Oa
zKd=r~p^+Q}<BH+%7Nt)q%ILcWzL*LK{*w)rf5GOj6^0Zq7tJTsZfnWv#FvlV*q(2?
zq;#tTo8Vcbh2lD<*QGbuix;%VgQXR1d-6v?ER^cwxBxEm!HZ6sGAo}Y>V2uOc8!bT
zoHNzsx^`Ff+@prQ8WrZp)i)IX*2lY@YUf`&1~MMhHi|4u?v+3LJ)R_s2SWI`cXMiu
zqDUCHe%kpc_~U8yM++8~_6w&vg2rn<20Z()p;^C^W~BKp_R1HrUy*vga~*#PF>5rf
zDQKiHC1yC>r7|52D>P?*TG5`rN1NG4pIPrfK02NiPFD42(X43setBumOz`Qd+djwb
zVUKj1Sx}DRhJUQ%Y3JsRUQVU|RLtW3cr#CFOYr5DPyVLrsu0E**=C}VLh~b4xeRk+
zJyPNSrG$%rUlC3&y;H(l@iyaB8L>)to<5#dKfT6x^ZYMjw3>y-RiB-Og{$Q9fiQ9R
zZ(*9GsvXg|P(w>XMHbqEni8_9sY$Dv)h=~8+Q%ggC(GZ)$@AXoQQW>Qoi=zLxSocj
zB0m-F91+kx$I|d6j!a3Sfuikd@}%my%i@`AEM%$6`*zc0NEZ8E`W`d7Z#X}1xBpQf
zXOcxe)4EhM!cndqZFMfyk~-afkR7$_I5}F)DH`cr)-HRjVnE|JKN(_0He72ueo^2y
z2we2_lR5VdIdH!c;G19raKg5HZRpoN;*l=m@tPKT3}U}nRJ=vT-Dh<fD|)*@6tj-A
zHp#E?7I{t(ZSvltZ~x!$=(*z1+8sQardJd6AL=)bE}(w<MP?ny`82;|^l6n&k~pp_
z5}=!y*;=1&P`BB;J(H;#MTJ>$2Clc2YJ%Qf*Z-!8B_Cgj8>z&{PFD2`v9LNZgFAT*
zdoF(uk4|IUGTrTh37Odn@HC{o8NwvY<C2ntzqR_Fd4WB78aE9<6=5%++%@j`-e2Th
z^DEl7VBzSj*f$$HP42AE;&Sxb-5Y%rQ+9$VvW|lqZYob7S9}a{j|pTI{x)Xc<%ty6
zbHM;tP&j&ki)Fmz7*jIxn-`Aaf_{NNcs!gRc_W)1CR7`w*A`hC4h&vKghOs~gIUVA
zireJf8RxG%LSMC3cNr2H7o*{o^rH0Ef+x@V3o3H+_g5oLe_Pl;`(a0{QTLCUT`HbF
zM4I!Djt={3#!lpqFNSFr^inY)kGk(2y8Y)-ov6VUXMUz*_f)d6A$y+Nw}Tky*(T1}
z^C>$P!RWSPb<)L8lquWs9G4Uq6nTWLok9e**+&hgh&XCatyGl`BcLg_pN^=YH8o_@
z<g2X{H=pw~r!L@51jt)6lx<`hw?h;3d&}w=vaYIu6HfmBTKbH+A0Ak+<(<#8H(t{x
zzB|ScxNP}VH#t?38}P9KlPY8?<{nyoB=j$6Rqp72YuuWro_xtoH{N6W7%JIUGP)5i
z+8vv}X<r`fJ4_{PHV~%k<O`bgl4R~g^Kj|x4Yy0VzL$N#BfB&l5;lKmx}p7DCx6Mf
zyg0azcK6rItu!t>?W@yeIw06szm?gJ(OqU*!b&TUZneL&;$r2@IO<WKlw09|#|utM
zq^iv2pW)Gq!<ki2v9`tpbvJ`c1P@dNcxOp(R9t82s`Voyu_(_v{+nCH8VVtpc3ni5
zew$l(uX1lqpMSmF<bhO9-{9j={%!?m_j_)Yt3HVPS3-qC%#!~k*Yib+*N*0e>+1~@
zQp-N4%OqPE(>7oc)Xj&f{5iIPfZ@A?<2UiFy|X^02uzm%lxdZ?*Jk6&?*gK?wXw3S
zLpEfh;td}s&-WcG_^^1YL|fpSGW){XhDFd~BZ+<`{dOAS;MYI`oJXN0*y>D?p`BBk
zfT#_`m{EphGD0ICbsIC+9Dm$^ow_kOIdj5&?F6{63Tme)WXS_-7lrj{J1aw0Jeb1+
zEd2+%v($A?bXsys=j)KR%bsgY<c0VfaT4Wh8Pzw>(<?t!FKxw(yZX&GlF+TDvXxxG
zSS4UKE-`Fk$l534`ialGp#r4^c_coRCmWD+bF>2ml2$emi{|Bih9R-LD~a({>Q7bo
ze<fP{7uS#ZX8`t)BQ0*T;Je@=&#nB8qw(gq9CeG|`@zKfQ8K}53*Oh8%67-=kyTS7
zH$;8ijKLv3dDgjFXw?L-ec65mhN^r$-a1Ppo<o_B?eJAu5BRK@I_5kdERt~|)0GD0
z#1v&MWxPP5Wp?B3#uv#`^1P1K>PTIhlzd~_Kqdw3M)F}{MD2ZC92`$HTyX2;6@7{f
zYDhV&h5v};S<Slj3aX}ZmrTdfgzd}aXb~r|aCiO=)InpeL~^{PUEO@Kl|k80E0~J0
zkF6*MJ6HuacEVMDNfk0?S#`*t%{>jIk5}U7g^Y`bZmK@}xuFrI*WA%#J*X+W+-LBu
ze3B-DdPgGM#FNh&AMxgFu=KhY&S}(z7Q$KiL;9yP2crt-ra)zP@sr%8fr7MHij|DD
z0zh{f9TvwFeo?aV<28~&_E&-f)8{MP5e90w8q)D<fSRooiUwO!WFSA!L3N~_&_yWY
zZ*~qnvXEOI-Y^KDUmZhcEasE5hu$1MV6@{@!{K|H540-pBVo_JdFed4ROu;y@?uS{
z|MQJ!Ti}bjyx)uxv7%*InNe+J6$84Ig<8y?&O&MfyP1TKY^Jv@u{WK{`==hg870nC
zQxwi5pSf+cU2#O$%lkgCakR*U-}gx6s<7P&pMH&*|6f!H=nucq)RPtPEmp_eFI;#i
zxAY|1{bqX?ni<Kct9tdu-9I-&kyvjy;tf|Hm%fPD=wSR&hgwGPozCsTFr{iXmHON#
zc{qJ&nwIs^`=o9lihR~#L0(e5OL3_;6r-&-tX9Wz<9&3}MmCLBjqr*_au#x(O#i`W
zUD&FhSU5?hd)+|Dq-bswS6QE78$#QEAiM4IzSHt{x`j&nII0{R9dXXM5z$$^lb^$4
za7Ad&D|WEO2B6#qt>CgIkkfxj-Q}VU`~M?#|HJHl4aKEAhpT&sO$k%}cp>-ed1lG=
z@_V|@4qm4(c}n1-G|CS*vO0>UOSX|FZ4BvbhUzKqCY1EW-YT_bdX!Q$Y}Y!v2JS+$
zXytkw!(DELb;sTYy6mQU0V1j&oKt;`l62U}g0su%b5eUUBDg2!X!@n%GIR?G%Ztq-
z^H&{0%c(2KXjzNisnVjRO-QWwRwUI^P3T6-ELZpMDUZv@|J>Kb7Hxs_O@Kd69}WFV
z!A9b7EFpgLTKAKQ6i(ZXV&dT<<w$w{=M5i#6K3$uj1yx@27PEhDbknYyB^l(Rx1e@
zL7g$IjIOrJzCE^ZZkxul-Qu{Xe@razMYWxkvXn<?Io2G<DETHXuT-xee6ZIPo`vCO
zfFExsJ+BgEk8YXzX<GB4GoOM=T_WU#PTWw!LHdu3Csq#K<9ZaGE3A5s#6DFEN6#Ih
ztznY+R_gC}CtE840R7fHXL6S3r};tPsoM~U5RZhT`x98hHbN-=rSbdYxSOReDEPQX
zwOXlZ0emNNkCUfR?hy-QqksNjHj@Ue$&Vk(35gS}v{%<c<9`EF`!_n=5ng!3S)f3c
zF{x5Bd;Y~4VlMs!@LPpe5H}~*?Vul9_jU`QaKD}v8TucAdmj+Ee~|Yj@A|C-A%tvq
zL}-`N(dc-*yUw>otF%jJoDl7P_;K^?AlNfPoN9-oy0a{YA~LxUHJ1<a5chHGEGsD~
z4ZmHIPS<`E!={3Gwl;@@A4!3l-^MmC&+ykz`#@X$fjj0!s>oEpV?7^=1Rxg0t}|k?
zI9MTZY-oGiZ{nLfuw%i6_`xF#_Wc{26+>I)R9?T}CFK->)5IWoRVf-X^x$|V#|@46
zj{@(G8SSNz^{=zCgF^uhrQ@|!l~Wd3RW1KXKTW60Acp+T_-NDUq=9DiKJGm(Ra7u9
z_C*tWK~Ju~1><^Lz1~IWO{jvx6ULjJJIW@1UAOXLvp#9ndpzT7>*E1H;kJSuW_Q-L
zD^G;cS@Kn8Gw3lArK!&Aar-O{ubH4(Mmg+yI?1j)J7)sg@<_4|B+3!I8G2jmwA^u#
zdiFG6*kMHH)lZu6w&`LI4*s=QiMXj-pk8|{8rt!}ElR^t*wfdZ!s&jpgpoqWX{E1!
zw$*)OuRj=aGP8uFKiP+rEz4UAgN1Nqs@d=k>r(!Sk-z5EANW=DrlO_FTPU%SXEa*s
zxZ%hR-pLWaVv5(W*W=}n?w|0i@Hvs<<x`tH(#3cFgiHP_|HQ}l`0!xitDJp(lXvt$
zEKd{TBCC*h4Q`>=E9)*!&%$REZI{?%qPKI^F>;z;mX+;RfjGfT%0Rn2Didq+CgSy5
zsSn37*VDynx{o?|JEHJDx9D}J5B0Y|;?vya(zL|z=Ep%~huzuy?f$(A5rv*Xk9Dl;
z>9#}7=reo3qo_oz=?*u<=fzLxH?k81(M5yDwa`ATljMe6i(B1Bmd=AcWGmYx6^wvT
zeHOR-Q2o^<F-91h-Y&Tz|9rIV3X9f?OiwJnrk~KSWA?aNO_zVsZj>6<;j%|xzQli=
zHsce2id#m(oACY#BhkKFqqq2r*C#Iw;v(w&Gjp32TZDeZcPe7s6VU-X|3yS&XTH`>
zAh3#as4TQuD|1{2Z@bD=A_@eeAKM;>ctX^|pBr0j$<Qgg2p`z?m7}9mUaaF#=7{K%
z_5T+Ty&4!vDXwyRGT}hRb=848bFqzS9C3ciPVpo>`w{V;7yb6r6xByS6#iwt-F((o
z?eCYHJB$DmbY1(Xta2g>OM53XW4dZyL;n^^e88@6lx57TyW3!=m43Nk&2Psv5K3TN
zKS4vo{QBI>07~YnO^NLXjpAbNkn}-v`EER|o%r*WSPD0=148-m=a!2)*-;KwUY8T{
zXhYN1P^G$XyDDpBO1uxmhPTdd^S)OMXE{h-lSp{n*wF=TiyyrI9^3O{y-M5Yf(gTm
z>%(Kh&}qRkaa|)Rc1+QV%8s8<k0{?|-j4G$F!R&n+z4)`7<u_+_v_EnWaq-0!_@P`
zv<8n~wsxcD8Q3uNy<^42JyjpF36)eU(B{bu3O85ZONkZIxXmRQNs*^}p463Md~V~T
zd%`EwqArRZ;jwa2MWaBzq%ru#4VBvPH^s;t)y4Ntrt!>I^wXm4LCYTHkL@>2hh|jo
z7d`|9ksapLguDWqUfT`ZS~B{)+E_m4l7CYlyNcL3V*$1n<H~)5BES)&QK)vFyAV+S
zkH#%!{!fIzGQs5Q)PBkd4Wc*t>xv2nik$i}lWGwzWCLq<oeL?r4k~#dhwL!?5{W3K
z#SYhz<C3QSkaFoMO24n@+?4*4%>NPM&qifFiQn)CtBw^0u<Eysi<FuXdHuf=D!g8i
z>FaBYlXoHVM-ThE;U)-CtzgQpK0w05`?NhxMHR)Ji!vzruPA>_ejP&!{JM}@(O9Md
zkUpV;f|(7R0!~6&s8A_)2UgdPWay2Haer0ffV}mgI~tpRTHO5b!zSC~;<mgAA<|kZ
zf}={FbE)l`Slq+_BSM@u!HV1#w?poC(7^r?H!iE3#_0F0TcM0&n5(Mvj$zwIW1nX~
zY%F=x@N{Hit2}}rg=WhY5ioG8$W9*fKJ9;vTPd|MzxUXF*rH_WbbS=#keJnaYs)=b
z$x{I(-<JDE>Kzjyjsz-MEFU3B9^1<p`EmY*llH*gx%9<QTUV~>=p?ht-zvnV-z8jr
zc-GBw4;N%ST_d1Z^Bbt>c|>*VlvgV2Y%lxd9$Y2;<H~|4cI8DHNtN>NrVC3@+woq<
zx+`D*R<V?8bNQ4kB0S6RgKD??<>(!!y>7qY*En~FY9Gcbu?C#4#~#`A(<>i`TYno(
zFPRpit?Iv%xlwfz;a0YHGWUm{`77;zwi8ISX!e0!G~emmJhRmimK*%`UUnaGrWR6#
z>?~<YIUB`qm7e_<r(O2zb}i4nAV{LN8ubM0V@6Qz+ltX2CBLbw)~=x&B-!#`M%T4y
z6n+e+b+Qs1SOQxN#Oo`TojZ{b(6|(yu0HPA8ZSdl<{WJgbO_ro)D#id{*dJJalJdg
zyTCCVDbUE~UdlFMLm;Xe#nc2_5RXg81aFo}MNDJX5ASN7S&Q-G4;at{K2u#Jrc5dK
zrKR^>G<uU@7aCy&-uNO&`tUf{#inW0zvA?%vyh~iwZ5FDtINH4J#Gt8#-?;|_(&{>
zaV7p|Hv%rE|MzYL#!|;o<j?;DU)C_j-fOD&M#lHZH<euD`!6+m3Hkn)Pj{vXK1cjF
z^PG!C(mwX+6pzdV@yU}X6*+9*Xa7@@Bnbfv1{L>6iu6B1@Ifc++!y}8IPljGtpfNg
z3Q5V51+A?Q71*ec@b5eIKk39gsD_{Ozu|WjnVb9Rd3}97R_j59_8*UENPtL?Vx}~#
zy!ov2NRj{JKmW5c!rzO(7Wiv{zZUpwf&Wh|z@E@_`-tVp1B$9^rekemrK@RrcV(_+
zgv!FnM8ZUJcg4lU#liOP+sya3d3i|~-|L#`+Zd3raJ~U<ejs6#ceKzYVN{aVGSbzy
zAz_rW)w22Lj+m*YKJX7kLml90W+rwf5=K#7Lwy4q5>9qbR7N3l6LTv$3r%g{8Hlc(
zp|&p6O4E^qQOwLn*UG}&MAJr>#Ky`N`0qPI8*3R|D<N}J3v)AFGvIv^MiE03;4$Fu
z-E$CKZF3!6RDOQc`|LP8+)g}AB3uq_eE6u7E0r@XVUaq(>IDg+=sVG0Ct6Iev@I&4
zueWyeOGoEVFDIR`ogX%QnRYHNY*zVbZlBDr-y5LEy2>+<?RXI^`_8r|Y2Z@Ed@U(j
zZQ<*G9I5yJx;%_->iUfNrOBFfZ{gEw_1v5g=>rcMlse?Ln1d(hLdb%1-$?cnKJUL<
z>Xj6HfG|kTRGAvHBDtRoY?9B2<H2<Re;Ucc@#rCPH|)!2?7@b3#VV2q9$XYm+ds31
z;1L|mnVe@#$buT;2y*BOp%j$Y-88!q0>F`rNnj5#pY1ue{@b)9?Hw0ZL=q-Rglp)o
z27Ui23uSeqxh0T7Utkk?OUW)KQ3?fRTe1VVFA#<J*+b+bQYOm)DS~#-Fu2z*KH{0x
z6Yj?2*Dn!CNGN{en!37;uqaVITk%jz<uDrcIhl!wc>EK{l_BODVWg^1g*|Vd8dg0>
zg?O|fJlp(=jR9FuP*7vTa+K(MzQ-g_hQ6V1l0_oMhKtLoDJmx>76N9>LysNMIBs@g
z|0GMEK85d&Qjb0>@nm(p8%<sBV<7J+9&U?;EZp%AC!fvlgz`NVvw3XPJW8xI`)>1O
z1rdoDIE?YVSPC2YrtGKS3B6bLXgm6m5XF$_&9PzqkHphc?=PcXTHNLLo1ilRyJsn0
z-tg~ysMYD28>NKJx2#1w+|(MMiwdV0x+S1MR{{k4_Hv=RY@+^@86|KQ(bQzJ32*9T
z)oC$Tch@g;cZKeSc=4>piC3YeG+_8Qq>`fM$$0=p|IOsIBm@A`jjBDZ1bPCc5VV;A
zt1-zSgg-0SqmBwy7BPG_7DchaJWaI95&^j^RG9bks6p#L5pr#p(@<&#^7`yc6OLyd
zk&p0mLh1Kfz9*u|vE-lJOY>oEm<*YZpDqB%Lnohon0n`(U6?(3&uAB!z4e|AJbvl|
zuc73whp-i?2)T*`8C=(^37@T2k-T8|RAO>|@Z2r`$oS*u+<0TOyHD~#jQd_$6VUo9
zidit4QN2Q^|J^9W)HepFTO11;2Shq87)h$8USx1y(*x$Q-=3*=4pw)*o=_~fRvmqK
zSE8aR##P&ePc)zXdKJeGvEL>buQNMOEl^9<^&PQDwxjC5;1Oo4_fsm;=<m#*y;|>c
zUk1$P{iP}S_NZqh(*MQ#0r9dYS2h&==d{?*=Let3!4FK`2@u{)ks*@EfX)`#H_448
z&Jt40shB09M{-{6bWcIW^3^)m97Vu>^4`8p9GlT}pI?RT>H1D!rK7C{oEwUz9wyt@
zz=FuSAx~d2e5yE>Zh`nX1E*fzl-Z7xMMK!;V*<(Xpht>crs;H_>a>uIL04&>O+adg
zLC^gqvC<=B>cV40!2Q&zysgXOQ5pW!lJHbv359Lk*W6RUp~icoe7R9$zP>q;YmpHB
zDS?kziMOm1FgHJ?I){#pdXl>j^KY6N2KHnl`U0fH$`Uvr40rSHV|fuv7F96L@!6(I
z1@P9{xb#T!jdPK5O4&9imZRhWQPx}4(f4Tyc}K0{9PqI8u8}PtPN0}RBc2p0SJ;RR
zio>%d!o8%Qzr#u_7APl=yDi`wgh}>|^=07{yKH;Rr?yN3yXhm1FziM_l*41Feb>3P
ztc2-QYfQ%dY>`OOfr|Cg!*f%CPNkwO$^49HjXW%70E9h(yeT}P>ea&%H4*-qc9a;8
zfqRM`k;KB_THLv&i@f;9r)m?iRObrjZ{(EJ%@ur9ueDnJKH{Sb0fzv*VnFcW$oo{B
znoO?uW-?|DW&plI2~;YeQ}yC|+TgSpdjC;S_5!tWD3<QDRZSpd8|K88`oW8**^bpk
zNPFDMSp}ZMW=`<!PiBJ}iuHy&BS*yGo#})TSwXs|q41^fzzT5P?OHc$XE971lsjt1
z&Hu-Yb7vXlx%gsm!yLWok|fiiCo$ci<75sfc!C8@fJ?V4l6K2g4%kq7(h6Y#Xo4+3
zoW;7+c+SvBdn{f1G~QZJ-<LS@43^0?D@bNw)=RJ-nL-@dNWrX=Rn?kBCGbW^{^n>L
zxmL}57<GF|*AoMC@V?cpRH_}M&j_N=Og2LH9<<4Bg75j~<J&4sl}1A$;}7Xe0}TsB
z%LrvFLBmPjeXJ&_nk;CF@Qc7nX|$JwJHTP%oaL^I7i7L;(|dB`iQ^)`?;i0t--y)X
z&F}hK2*b4?)LJe0V11H5#l`|QH_4&^#p4TOxrOBniVh_<M+9YM;FXhgR_K?jDdQAd
z4z7*gTU#H>VG0!4r!a#a_KDmmX<JA#dvhhLk+8`O7dmj*gGLo{!0yx(y{}P4e`RP)
z68Oq@&**1KlHu4VxObqr$xO}Wltur%8PK3x*H)Ohfw@s8r>LRXF6L=w<ax|{BB^mE
zygi@>xB1n~Zcqc>JQCd|doxb4VOPcU>U}*stgSR1*9prSq3`lsXfRR6Lm@tv<4GNW
zz88B3+JR*R7V!ldNwnY;+g>L5w+Q>x0xrt1Gu|*vAv;2!TOT+eTBb-(wN1XU+#Lj_
ztN<|&j+HrXR)p3^-&;h&8CqeQA4T420w%&X=fGmVGJbg^#j!DadYfek&dK&}{Fp(f
zbfE>0GM$8;suSJUYRB8P6H^rzvD7%zvldlLk<{IsWv{d-Yy#OrC53h%J8llI_3*$v
z=$}3Q6lnp$81q0k`-Vt!pXiZ#c|rzQtM$zc@AF_ofNEn2>`z20yf4uzJBw8VzDXF%
z_>Dr29a#1S{pK;OgP^~bV7@Rgi=8cpy;%>B$Bww>z6?GKlsWtKv3Hi}4vL=T=$4lD
ztA)hq@TD4aHQTf01oqkC7i+I3wQzX*quT?=c1&^B>8}Raf#)%NFVj@{#|?H(<ey?l
zTSN2})A;e{b3w%#)z+gkV2=9|h=-o+OeoW<6r3uG!Q;s(lTEsRgWOPg6u=e1TVv(U
zv;8Xfb~huOu5^xORJpjxG&k)Y0WA|$>>5RYqjcq36u@>nGo`m<rZC_v-WK7xlj3V<
zJ17`Li<KS<Gq04jV_$H#J2z^vS-~6T+ENOlmJ4(+hL{*B;TNAa?N{D^dY$c6lbSjC
z0!bus#nyXv?%L!*D@a1hhH6mJ>7eNz5?gBEnEf7n67x^vIZ1`SV~ppEb}~~F1g^1X
zPnv+15y;x{F9ztAYjKrmukO@eVkFkF+&2Ne9YU9<J16;Q0w&7&pW0A-lcxK!3Fciz
zxO`PFkY~^7q+KrNk>icd{Fakkk<f$dAN}!xIu^ULrUt&_oODU{&R&u6>n-bdsk;p#
z(csQ?m=jm?48E)++sTfA!`aaEy=U1=6Y{SGLK4zSPDRV8@P|=+H-6|UmnU?BZsKY#
zhCw^XJc7ErQTr{R^gvFVCDx$1WCBF*fTrm|D0-wwGZp^H2>0YTOk4igT6JHc%K%5K
zg832j44iDo*{mj@+g{|FW4X2#Ywz<6qw=YTqx9S~5UB(f*@k%uT(8$AZ$sJjmXK9~
z4AdAGC88|9bk5Lg`+!|?EVs6t4~aM*kTB^W&hR+rC7F!X>Rr8xWE36pk6PxmyPUL@
zoQBE=0bP_~LQ0N3zpG-)1Pt8XK1=+DcZvaVh0o)(J@`^5ZOg=@q(ekGM5(6CiGPZC
zJSGTi(w|z_SyHZJh*W&7jOKhR&o<1-?`A&p2np!u0-Eag7l(CPf@Q~d^e;K>^!rO3
zvzK*TA<M80ay#CaL=sWDT+KwQCE0EL*sD7jxI|_z5e}1@uC1wpE_7Omw@{&FFX<P5
z=q9weJ%J8&ff{shyFk#OMBZTV%5@{>gJ<|2m#fl5JRi2*6#8s!U(oBXz>GFa-9Dvp
zHe+Z72TXvID+n}$9GFa8s??FY?GZ4hKn*0tU20HW^Eev+sNpt|Wn`6*7%Ad@SKj6d
zwyWwr3rIZyv)w~z_o=(Zl7I~&(dSp2bfP#wDd6Xy4!5qXz9*QMHiqLD^GxE|aW_YS
zgMwABG}aziwqVArBJx)m1aX@5*`Ajs@4!lmi%nwd^)h&ifl?fjHjV*rErX6Lyc>VL
zk%A_0+V0Quwo6`MzT!r}U`*ncl@c8@rk}*e-**+LoiXHE=IV0V9Be2TxrRh1!-J4&
zHYmEVGa2S#-!ES_qxAuKVT=V&_(!?nP0k9l?PnL@a;7?dO0$H}DJL}?&AY5h-eA6B
zM<7<?CiIWmSBf?_vEeJ;&vS)XLXI`geyvHlD=q%o59ibxyK%H=#5~L8A(Q&FQ@mR$
zOQ4xqyqQ^}w*%{C?m9rL+2VP~kxAFy`#B?cZuXxF>l58)!_I!?8|d&2vIx8I2wdMb
zK3l{)u3XCrmKnzIzN~1A?F#n(S2dO8Om*rDFg1~vwzW;VqQfxZ%>~CrL(jyvidhsb
z;B~hzk-lhx_trXNnFRt>P2DDF$rn2M-g1%!$wa>Fj>zvTE>$GLz$e}TYDZ$zBCURV
z=ZZc-2r_hxH0LL0YMoc78k2Sqr_~mmhJbnYwmS3{6N?EdAD>)n7Z9Z=dp<b-$QE)9
zc^UMo*_~wSppI%T$RKG0F996Ic-qcZ7d%!&A0%^*t(w`Zrdz<gd)xX@V+@(M0WS#l
zaxM4*pS)9ZYq@LN*_Qs3!K~Ke_z2zg<=Mv|YH9DweVE*$q5vK{{}dzQ3Xex{K~VC+
zBdq1=u|Tjw_YCN!%KH>V2u)}M9bPBnpJR|dw1yC*ZdiE{w<XyU%hq!W5Xcgi!a+i3
zj9w~9yNE{6Gg|t^?*$I7Hz@?N_1V3%Ox8m|T8psro4&v+pAbPyuf~BAD+q59GZPdz
zdokJA3*06Ztgg+cg?t-m(RCQ#1RVv=g=iU@hj9iFVz{B}6ll)2V?eui-8FOsju2Ox
zKs*bkQ72X2#~^8MqE{$_8c86BfpxIm_Lv&c2A&0Re_hYP5f=e--;HCa83KZIL1OL-
z-bn@bckopx13~B<@iUrk9)x*h=PcR=#-cHh{u+2?x{(o!$PHly=CFqiedbQz@c;o8
zf%Dzl$QaCDLJy!z*%YyYf^Q!{sk5-K5gd`{V7%qz*vQn#-TB}GYj1H`h}Jtn(YcP}
z>Z#EtQ1b^YJOnJ@^{<gBn4-YzKWHd?1qI(dfQlAj;UE|Sud}9;gOEj$=a5kpzP=+t
zdq@zP5kZdd5al5O=}&PP<R7G8zylFs5E2sLf?Np&)q@q$0uuKj3>lFe(ZUOn_AP0M
z_k$o&IdLqHFJ2FVLNq9-5eG1vK!)OCWSAkq1y&y7H$glEPBKXvF~q+g^Vc$e>&#zo
z`rFR@ZGr!G2Y)-tze9+>gR8&8&c6flzq5nC^QONu%D;2%zbeFEede!N^jAjvD=_~5
zB)zVTfJT!<!$_zBW(mBvG*Qi>O%+7MUu51_KsZ@xHeP0VUBi~ESfJEk)3G27z#<OU
z<)dn@$11ZIBeaEe2PNu^$DjA(Pkc_2>n=8o3+o#+=9`86qv=!|w3av6Hb=~-%5*nR
z2y0Kacr4D=e2ZCDExhtV0KNtGAPCcgf(|hZ5SqnM#qcmOK}{gCBCl_Pfa*;qMk@9Q
zfegWV9X6P!?3W{|guI3v1D5J*ZD{+R*4}R6RS*R6{^BRdxp3AmG*I6+eTfdN0gPYD
z4~JG^%77fKOs|fVIJGJ_T;OZHL16w5%WppeFpkh%S`gSS$f#Fl9$9i7hU&pZN@54c
zkFPW<B(yv@I{SD5<H~+bjNtJTbhfr}wjQoqFz*Uq;dtWo!da*tSaVy1{frD0#f)J=
zXazw{daUd%;od*_3XAPrw_(6~>pYArmxdV8<1JPeVX?dUBCOogF~fK`P7Ru%Rlxjf
z0Q3~W`dt%&<;K!J*r$e|*yyCsl|fyZM=L%b>OgF{wUk||NZcp(!37y$T9^=m3zPV4
z50sW+rWHiRn%5I-xe5%)%cb*Ocu*6XAkJ4oRbRnR6u1!HYM22FHCVtMS9k?|AULXL
z=NhCMG*)c9>t+r2mD9I`PsvA0do;}<SAnGnc(j7X%C&8N2Px?rN2yc<dV$f2d6>Py
zPZT-H-f9E^hHe8MA_#hg0?qTUZhLS68#cy=ZjIYBsX=U)`w7xp+W`dc5!v3FcwNp;
zN@Gre9o$GI_*DpaOV@S=3h&wo3QnvJ06&rEXcp8cK<2G+X(Jk?E-Yn*noLw_PEROv
zX}zuMvl>5mo|_j8d->@F^h`)qpTV6|(Q%&(;7K%)U0wxI2fGGED9*%z735vvUvV1`
zN7S4)ck8w}wGKx@`x8f?aMBzJ3?%DOhzEe8`8Bmj*x^hDEANbRahKSZHomCchK=f9
zsBKk%7h1=bJp$`jVA@pD>UFo#)#3qtz&lUg&M}@cCY>yTkaD!6mWR(1`4?~ri{TeA
zAgU)4+_|!PUVF;|tEGGb6ow+=&FaoMu&PSXYSvKSRzh)e&Gv#f9{fTvNU7FMn|G+Z
z1^pAzQBU8#ihDwC_Za~|kYFO-I2hMWTujxcIc=5l78ILwEX49G43DavR(sQn0*Fy6
zcYvz7$=FIJ<EMt(S<fm{;FvQ6YoWQuS;k4c<B`>j4eAp=-4&Q{da#4-#cXCSXDZz%
zZ}8R^$TqUO%Cwks+H(Evh588jN=A(fDx#j)9OLb!`sr3+<?=RY*};noSUb!&2!hs`
z&32kk%yuyn$eNqv0bjWQ>sP(0;C9zq>^?WPC*nOn8|-U5JIF0`KPXkd+8CX^nx4IF
z5x5x?xb14ZnQXjmH+MTsZoJ;!bvwPBy`9H!KXYHcxV<Ab1ySUMx}J>hy5H8$UY}In
zp2yE#wKv{QHr{jz+ztxdw9MWDdurbdGrFCG7dBoT`1c81pLKZhjP@q`Qq^p2gK9;t
z9lUr_t%0Rye*HP*TkmA{(KS1Go8-1|SMlKD%Yx61*C#x?4eqy|7{mhSz4ih(OM|=a
zC!UOMXUmG}uGfpnS4Wuwm*;)%`~K=z2hojJk*bXa1&wzg-4nqSB3b?#laO(ly9Z7N
zlW&&V)!mPWqXn)Okdj?*2c`LMcI=aQZ}vPdcN;HzCo2opt2G$w=%tN^B%-bfG-r41
zxo5Gf+Cg@(P7Z;t_^hjJ29*#_$BV7%r_qIKjgFVwz{lC|{uDZdS4!f{UM>yx@n2pc
zsmIW|9i<V+GBn&=v|C<#Jq1WGCXY82CLylJk!T#&EiVPmu1fp(ua}%Ne9YsCiTJBd
zXKL+d8e9)AhPz(&CLU*t@aFeB$*JmZmL7pvEWBJ7_iBRodiqL=WfR*@9s_>e)~8-)
zwcVD_ksr+@ro^%zYK!fDxPQuD?zUh(2nPzOh0&k7;h+m^{>~JlBu^CjTcX*g-eV@K
z-0rQP^55WZlJJ+jXnwxmJ83>sW4Ybgdbr3woYh#}25aQgN~`D7DzDef$b;GhDf5>H
zJ1j?<I}*!sY3&cB+X<%D=~BL+UpziPaX3>N6s@yury`gUlMmYy^HFK8MLG3SrL3;X
z`Em9T09T)TI6+$XtOQ*4A8~j|Gvf*Ky37p*@R+lidP%b_=tkW@6if4qUDgL$8;+HU
zTisd<qpzK^SN&!K1kAX|q_pF~F8u>Z8-9w~is6BB`n{@E@_4>H_OrG2x1J&J%0}Zu
zw0H{})_viaR4ZW}_{)F1uN%z_sn+Oi45>-d{<OLC%YC4T0TVlCmVu%f68zblGx3TE
z`g!|5R<I@g1Qi=p7ddIQ5EQo&$V$ncrzKaET55Gu;Wv=U_OO4(3g$l$Mu|7~qR5Lc
zvTMFT*`>Y%jDKS9_3L_edrzF2M$LN{IeOD9$jU;xSzXwGAODE2$&<W{IP7g}%sq)`
z+5M)1KXVdl!v*;8NMUR?;e0rnIl0-48*LQ%JFMVj-t!=pRD%VeYR?LTa*7~+jJ&h}
zL8`%ysKq%R{Ys6!o1gxxg^<f?M|eA-@Ys8RJIV{>#IMC07D`^Gklz7t9IcEX1A0+-
zc(U%>W_8l}S)a^UlK{oiz{v)3%|SGkDi<Aptl0{+)B!kE@>p4mq^xQv2sl;OLm4Xz
zDqrjw$g)ZD9&<$KjCV1VUU32fegSs*Ie;UpK)0DKQpejIMR%P(Rxc4XxC!<HcZMhL
z!$po!QFusY>xBSpr?_0R6m4=6S!}F1y^o_Ci+#~TQi*3Ct@V`7bK{NX9amgRDHBW`
z?K%GQYVK>1vdF82?=%b7GG5z;@+^UJiP>#1*WiMUpBDCTI8}{WtX9v#a<n8_g%BP-
z{xCMa#I<kWhL=~Pe~uY>=SW*RZ85nl`FuV^Db=8vS2LA5XOH#Wt0=5HYL^E=m-k$e
zSd;yCgB;>KpBMguT0XK$K$bq<vITr6ahcC{-}MUUde~EW^EIKxDpXmN<D+W;9T6AX
zyOSx+-suP70?$ieHJBM1W7*HT?p`}%G-Cx5Idf>1qQ~1iNXV)uVcaF8f^ZCbZB=Bc
z*Rq|~9!&g=l&Feyr{VBK1@I=vX&^Zhh>6S2zG~n}uYRo2k>eYe*U%v(@`=o>Eg&a_
zW`_y_BF|~DEJd16+5N~(<_~&#>?N`KC3vrXuMn)D)NakRJl}cx^2uFV#t6&_SN_3_
z#QN-0M6PG^Eo-FjLH4uNKx&o#WG>R+7j)We&Fc0ll5926;G9aCb1MjemxCYJr9_sm
zSaUb`P)=UAL^l7E6L=n}<eDVX^vi_JVq5-X1GQ$pm*GMK8#Xbojr5rAshZBb?_F_u
zl4G`XwJV>^dm=G+?NKiD0@*q#htXDSuRG(pJ)7iU+h9*kGCDh5drg&f<y-J(I0oo#
zpJVmtv;=8iGUt>S83uYKhZc>Ch&GRsn>-y_!PoPRv7D+UPGXX+dcAPK`;QNSvb>{$
zOECB?1g08amIfG*&6G(>tNSAhkI|SU8;+gR7y~%rK=RXF0{Bjn5pNopJ2$F=Omj7B
ztAiolbW9t6Ml6QhMV5?izQ@ZRn}5?n4#)#>^y)vD_*X%`94*+m3=3b~?TquT(^JjC
zXU1eEGyq(iSX3rA#y(hNo(IYW-Q<Z7+)-c2J)j;izC=#6_N6^Wp#r&yvG(jk=d02v
z_%{jWS!4+ZmicKf$7YCT#$MNlxw~dnDkXps-++Cp8^eBf-xkIM>1HvhKA0Mp@#5Qa
z)JP_5DNq1k)jm{2%34s3TGk9)?_)FRFVR0`Q6P629+(v=cV&&DcNJ@v7E9pgal3hE
zNMSZrx7_1pNX9##fvh-oUCVf9riWO2mb%fwCAD_3#IN5@l^BY!f-2H1Ps)-5_F7>v
zh7poz#^9^tHy`o)OApV>*dzo<`t2a)B$~5)Q^c5scqqxHXJL?aa;aoo0ek*WzQ&`b
zstY6Aljb#4?{NxHYp-s)fE_*WoRk7^QVvg5{*jrJCks83>>X8>(`c6C@yL_?d%hyF
zUVW^c86t*Y1%_Q0{Kk>fk*sL&g}|wyGtqR=p1o+qE?he-3lBxWWZj3{NGu?+LfF@O
zMErBZ!X_4n+0>EUo$V|X$ChdSsbZ9ORV)^bW3VMZp2HmSRMWf4VLqXU#RQu6!E4v>
z>}xvT^O<3hp;|m_pqbu5Ru3ski%Jir)~9zhZfW#zh`y^=tN1_yHj<y&B)x#l=%F@l
zo#b|f-*tL=5<vfN_N39IX!@Ce64E?9yw!gOa>m<Y$C~P&g)=X0eSUg=1m)ij9IH62
zHqfls8ZRYaP6s;y;G(DMjA+ETH@(<UqL-=1#EEw~*5c}C?C8|^DyQvFF$>-t&+U|-
z+>L>nP~dwdntIbMw)i$HNZ4NGn5%uUq*_Uu@ktFYKz>E7$O8Q3-^=lU0<q=R8mMlQ
z7#@F}Y>WdP;=v!Tygs6WZ;p#7S01sUOd{|ZAyMQ-axTVk5>La^yZE<@x^^ZCHhZ3T
z>^%m0QVI_}(Q4eSgMK|H3xODtx^JA?-Z08$c0SW;tKh@{3t@Q{wArDxJSDqbqoJTR
z$EP2!O0-e1#Y;=)!vkwVVV?38m736!v~UYCf;SRMw9Iy$@xB9+V|gujs4U-96+4%?
z{<yvjTEQy=_BoR=Rcb=7N=!W%c6;zAY+0OQYo9{J8nTU8Z$_n)GEh%09TgFrp>2&b
zm2JG}W0wK>6~230i7uTOj@a0aNZw~BTFYiOOYRz!cv}Y{&FJYeRl8HbW?#Gnakcp;
z@?48>MQku<-X(Bq(t>o8ibw5O{m5LHQ)3N>f?e!fGyAe@V9^t$fopeO-!tOf$L=E5
z%#ETRKK6VPzh9i-(AIa2atd3&eY=FmPC240{2!l$rVyzx|8{{V9^d`?$UB0kLQ2@0
z5}*R)WCMABfC9$7ObRblI*B*5;cCW1ajsO|GLa924**0p1+&&FxgC^NGiuNF--gL1
zV`y}~i|2Tof~UhiW%7IcH$E+)*Hf|#+)Edl=3e0=Sub-Vc$e9th1a$bTuX;75r`W|
z1Y=DHLIlJhwDZ_Oo-^;gC|yQ0(OP42$#gU;&7zl^?gCjt1aXy5*u3M=xbPj=TVUwT
zqoj2{$U<Yh+NoqN8O)CO%$kd(#(V%yUvGq~{}0QJ6};Yt&pumZjm18j<%FVMe`L1s
zOLmtkD4wSIx!vf_)4MNy*947G<)1Mb8%JDR1MQNyq?f$$ViX=T)@8r6O3xRDL(;Yk
zy~wz8LH$s9Q#dO@|M*RSVh^h`z9r@4DEVis3hMc&vF9v7u9s=?$kH*?-8gpRs*2I8
z|9o|jAYa92G`sN>o)71wh#)=)okA34Y8vbyMP&DVnsLrP4%CJXYagw)b4G+t>_{|q
zP-1J`*gEJM$pkRLx7cQ9z)O3pNgh1J^?1|k0v~TGowq09hSfW}5T+hs7JnK~gO$9J
zZQxVn@}3?RdEX8KEa_;HmZuU`Dv!^u0QCE0aVRQ{Q?=&mFf#f10_x~lfxB+f0O1(f
znj?nb9meI!cKJuxbZy=@n6ij2%qdlt=rr#oI44%b^;zxAdBT<p1mMXBMdeG;)Wh~{
zy9UJM57Ck>swhP4;hpduKIiv1W~g%CRNY4NyRh#Y6Sl0YOy)6{q4Bv=QiHEW=vwVr
zg+f)NIq9&H7xUPGC2GpMhDV0ri(R9$-I2}b#Yh8O;C>*;fE+{{JtH1NVWOHk;>9Sn
zWhYnl`sx6G6=<St5IaS!xnc<G+_N5QZem7~ruxE`JH<ggT9Eo(uEb$j1voWyEzuNS
zlP=BSV&9THy{C{0WZrihJR$`V&~zrW8{dxV+D!yz7&4ey(Aa9yEzIkdwO_wZ3`oT>
z=DqhQo0E@^2m?7ixBHxX9WwgY!FW*kjlQF>U7iYq@+Yz87Zg{VAB(*>uxBJ4ctEL4
zKnKd5%h2e0H~jpKxB*&8^i(|&FdP)xZyBLyK%U%V6*`N`+;%+q2r<ssKN^OO=%j^0
z5-PSLA<7X&3S@Memnr5ZsQ<La-~Gs*Hm+BZJ#M%Y4Zt$N`Dgt@b5?sNKlNWll9;f7
zpUK7{$Lqge1ENF*)r*cg+Pt3oT9Ma+QB<k|A|>L@;a*@p0{&$t$r!4<WF}b$3C-wP
z3u|Fim%BN<NDA)foA6gw{3q`)Mg&cqT2x>$x?ZH>*z?$EJZj_bSzimkw`WV;hGm2T
z!9HU%FojfLhL48dj2%fmg=2S)#-aG5>2A89ff)C5S%5~n_l86D2-9uvh1T>$CuTnc
zzBnf>2PfADr}`QkgO*#PfH)2E{fo_p>Um?V8+IVXiMrlPn#)8t)u9>B&wwU1dk;S-
zcS=AV2n_iN469>q4e~uXFlP9bZZ+JfzwV`Xex%hdF3D41_cN$qt*M1YCojPCN@VeT
zjm*JBJE&qqQAOcc4L?Cqd&^y&*bJzf)LRG6`2|(>clJX-IHoQo)}A{@X65rDcKKey
z3`y|ITEQ(&lf~($6M1j^^No}51q@;j)(nHO`R*vBN?^BQ_sc@0=TAS`fGT@|tO^Q~
zJc)O;1ZteiS4}sAr_E^dDoG!)L3e%CykCqaem?-~zr*VBN;9GaCOhdU##E`_i(;Xl
zEgSDlzTzdww$+VZ;In`fuYE?|g4q9xOo3KE6Bb3jP^Mc?F3auP>jI9Va8XTVy&H^4
z<H+GCo=so;ANJldsIF}b6Agjj?h=9p0>NE_1b26LcMVQ(cXxO9jRp_y?(Xi|o8+8(
zPj25=-TmX$t5?<3s$wsjI(*FeE%_x5u2%~9B-NvIw{HQ-ehb$5g!nxGozOYJh;aX#
zfFlO&Q=-7kw1A;-#|$NKzmjXG3UJFBKS~`FP;DsZ2KAtCwcbI4K$1dry<{AT!v4Sv
zA#e63rQ|aY00dU#2K+=lt9dt2)ihT9acn|(vXrmV=g3-#el4kjSgdJ%JLvPe!NPDs
z^{OCnx~0I9w5KDz?GYUA5<*!0pgN`rO8jYfV@PzSgMd4NR8sjY$+dCbTR@qTsG%GO
zBJ$Jn69s3%wgNYgIls;H>xVCcQ1w2w7s24ug;WhR!pWjgbRfZ=I3NVT3tvY199b%n
zYoow(QA(Q<av)`q=2`j6r}DdPJVJs%_CdxVVQ4PFXF}ZYiUPeYIX|OqEEH5)b3r?J
zVYy@++NA<^sCXaM4o2-bBL->gpmCWl^Pc$WmJ3<n<Z)-v&p#S2bMQTkBJm~a`4BV*
zV)_sQ6=YF#!X$EL;3?lA`=Z(w$%1B6^s3^oU|Nl!@?B#%cay6-5`Bo0?<snROMttd
zkvK!%3csDDg;<1-r4=8wG&4$WDk+@ric;gx<#Lo)Y5c~^@Y5)JM}N5+*!>oz`x!40
zaCfD(RZ)^5NA+u!RKh^sq!<%p?VsnP3<~?)UkZ$arlYk1H{uM2aL-iiKl4ZO=K7!V
z=D$i{T0T7f!IIG3B=gBA(u>d!qA|IF^C(lu{BFsmcug0-8fyks<EQwL-<paTFG&-G
z*Z(m)oM2wPOAKv{5=aW}bqiEn((=xMbUOuK#^``Are0^IzT*P!hymx%pr1}kM`NFK
z4`3BgE-Y~la2M|yL>tpYmM52{kT%Y`=A)3DWH#htVjcv3{0@ZGYkKq|{T@13v(?#1
z@zJBD7g1fjtC}=R5ZRu5%sfy9Ws1<Cu~<X-a*?AAxKCIPtcU=U3zePWd%`&4NM68k
zr`(k=l*?$b7)ueEApJoAj>!taYfI7)yn5j6L8a3`ZX#9FCTq%51*r}Vx5z>a@8{9-
zjft^E<!r--&-o6P5A#R-5z?W(?gTSjHe)qo?|eN<U+Osn2@J9WmhS|5k#WUqIA{~e
z@0YmRAV46EAng`MxBSEK0WJZ`_DEm+3$qH1RAPryI*F&;R9o7{Gw?sZF27%noPIjU
zbE`<N0k^n0)S3?3RgbASEk!uE?wU{^O9g2I>Ks(Cd5hC@N4U8kI9cHz0hF|3DC&*{
z+}vW2+!?$XrtMeHSpx`P$YaZb4OQ|FFXEl2CMLwX%rBR5+WdfB{N(k4eU|!D*aoNf
zld^}Yj@3hI;Eg9m+D;o3C(c^|ttjm|M@X(>g!`A4Ry^875|T!7cbvC~P9MPT!<V0l
z+?d)HUThB?(*?&}Nq{OF_iZ%%!d!z^P#gQ+&K;iEj^CXnkoX!2XtuOcbs|RY!}A_j
zuknWAAUJ_0Z~;_J?@A0;dM$Vwx>mpB4gyfpVkEUs^xSwpKl&Q94*`9cXhh72H+fhF
zQOT?IueYPx86d7RUaB#o-Z2AhE;}U5%Lb1)Cw1m7YG6ee-`lH0wi@r)slh$~SNmT?
zv@eEOy;kM<-?pm%eYH6O>>0s+o-Xab;Q_qv@qfhwpk<<Eq5C%;0K<R717Q4(2k>9E
z=Hvf!YksNHfXxCE>e2<dh2x|c911ljU{5T%#@di=<Kv*-m>rL7Ot&Aheq>PAqa<e@
z*O=uV2v0zi{+t-LDF`HhrTxpz>UxLcWzaEc22F+%luTrvJ<o}eaQq0i#5Z0L(Lqg2
z<lg+B+9fFH(1}*ezCTGfKWq;Pjo~?LS2HJIfzu&zxK`Y3Cn_h9VVQOlWq{jhx028*
z(pqCxk+!pdW5x%$++|fOBVq{m*^$z)u7b#4f^({AU>r0n)h3r@*+c1lI33ooLI0Se
zjY)>?7YPkFzBTn#$XUa2*%qF{wZs^6w}tE~uRjU9sDf>SCrilqr_XA87;&(UmX85<
z|16DlmzF>L_VI(uZW*|i&h!H@W7s>d42B!K#i65QR2)fJUz!~Hb4{)n`>%T|mxQ&n
z99idJ^G<NPAQ2ZnP}O4G=*(3O9#N7gW;_udYiuX?UUywxLQc=aPv_%d5$V??Wi4rl
z;Yuu?E%tHc>N`cr>vuyVDEGnRE2W<#52T?fi3%$O3uD6UW`c7NRa_*i-xs9mL#eM%
zFvo#HmTz1Sbm9D<uqzU1|Mon<(2`eQUXGn)hzHZ(zFglK%txE8G-5HAB1+`HP}J&m
zo7}8{rU`cfr)N}#&z0RoB!VA|XIxEj!t}28f-wsxTGP^E=PIxJ4XUMoP;wwM*acE|
zIsx?<lI*-s57kJc;nRb5i7Xw|JtPb%XnLzK#s>*WJne>y<&n7%=^qwYZln%yv7-A=
zpNmQ;4~TbD49p#(8Tok^z9o*3*`mu)7pD^Gsn*#J4ny|HpSjbeeb=t$1tT1q19@qA
z*<i?K72dRVnS~JI?TmbRj+eIc+kdZC&grP7fj(7~S(kUHt1i)dWRGx6Knv%BCR4G>
z4I;5RU?wf4p+D4Y)T(pgwvKZuk6DelZwqZp6|%qpi5|!SQVW)RdAKTo!T}BM{ABL2
z8#ke2GU=SagvV;UdY8$__a?2=3!>Lnc1M5gxJTv@k%5jO8e%jo+8R|fl&H8BryKH$
zltqeTb8juhP+k^~{s>o*5<;<5eSh;(m`W)mxPz?B5F5r|V$XR!QBH+Hh>i%<*#IjR
zEJQcfMbP&B-YBEw<<IHN0~f1o`!CS&@0)LHiuT7f2p6)7s0@<zEygVyf!{KVBdSI}
zz@4gI3)<UQ`yzkOeTQ&FxE@6o;e?2Qph$XcvoSnd_hX-^)7l`Gg>L8IrHj{hh4F*#
zYCFj12C(iGwgE1?8N8(g6U)g|i-d}I*VY1ph2NZjU)-WEE-qSj;0q`9ANCv&s@}v;
za4Yj7QdeF-KFC|XTx!m+QK48kU(s0_Em@{$(wi?EkoP5GDRP$P@d>7NSfic8i_I}N
zTl#JSn32<Dh+erSt}<0DLwqiLSv%KAW(A#;%R46FYU?v)?sGoS)?0gX{v=k9F7h?l
z>LBBq<sda#fh{{)*+uVI%;(6d^?iP*ZAc-ho^{qG=Lo)cDynNrA*r;~*7d6O-7Nj;
zSub&r1BY7{7(WCuJ%;-Hgwupc$Z8|bdUpdp8cbd!rxebO?seg}=e#4=n1}rX0{K}T
z`1MBzdDnS2rq8=*X93XH_bMm4U+mWw8YGq_tkQW@B*1Qn#KHw{SBKoc7B_ZKmJ0cX
zDI~6flzxx6)|DLld?tq>e1qqiU88f`@*;58+gc$NP*#Nte}m26C<;=qKY_l4F(L@U
zSc-uaL@KNBLF9JIBLD^v``_g6t4#eRf9YwM|1Ey${~>;V!>>sF!dj8iwt2-zp`&|!
z00_+@qi<_zZ=<Vk3q)&S`hAJl5{R#2VfT9FRfq#064%!=*8Xbg1g-iC{=&jQhtJ5$
zsQxOl|Ah+k`tEBhUg2M)Y%FzU_3iLgfj{{KfbcK+PC(R`Utlj^|N77S*MDJrb^L$g
zyu7~7YfFpI{8}*(t_29+0&ETb>t#7PCLk=#?*_@qvEtJ*ze3KuqRYt9(gM%^>X4iq
zGd?XN%fD_h;M21HI)es2$O62@`u8mce5T+1d#&bgaGKYegw5%IZ!!K=7x0W8c=oSH
z|Jm!;g8%OIzd&#Ps^EX6<jiG7C2?pGTTjYw!<rySKD4<J*L;pu0kNLq-2>qVktUWx
zzJFoYC}(b-_QxG@y%?I1Z0JHkZT?z=&BSuZd>aTs5eLz8|AxQNb=iCC{q$Rhz-Fev
zWSGR&MwB*HCD-D#fmkPJ{V0Q%%o>%rc0F;sIPZ$jDKVx&W<;}2&?1*v_)Kw4R~B7|
z?QGv{G=i&jd?^)VI@fioH7%bxUz+B0Jg5gtoVsvGVpqX1DZb&AP>Tg$q%yI%ye~FH
zr(#9hk4?@@$f)}&TKti%QUrY(Ydp!99UEGj#Z?*;Mf8(~y_H`4a7*cpexn4WY@lP3
zsJ4jlrv1+PF8fo}$F%BL+D+9<MZ<K6O|ILR16a-4b6opEm4a}e!9Y8xY^iU&TTi|p
zymK<f(izqUqzs6XI8*?8;m<m6AkGEj^?5m&)-s_+P!96QNJM9tMPY7Q2n=@BCkAVV
zc3PD!imddKDXT|PL}2We+D04&Ed9&Smqxi%3W`ZmB#Cj${6X3x+orW$Pjdj)1j|%~
z;`Xg1$~xpO{US`9QKA%a0M{zCi8QuP)WTuXVLEp3Dc{xl5>YQ}rq06zFSk5q><04w
z8!x_2{VP2%Fw*>+HC}1?ZzB2MWJT6jJ_C~WKUncEivC}-;;(oAuJ8XXR{Ve9u~%mN
z-(oB1S0?*6TLI62;7|0dfAO%eIgm@~S%334kURgua=$MA-Mhb8j`jZtXNvY8I8&^&
z%)q7q<=vlnQvX1n`Xz~gGU1m@1PU~Lps=*Ev)48Q;#i4m+nNH~`IlAupCDAw{~d(t
z4@>v31;XxqZ_9Dv(icvbW0$6b`Vp7%^76E33emU{GjffEeq>_Jz!*LeRI&lN9OOc7
z89A+CBr&b9H=y`YZ$J}3-hO;Th#1)y*vGoVgXr}HFwGmAn4mX$!&~A1cz+2}R9yUW
zRjxTDcEgNzpO@Sa`35TD{~rH$1pdDr0nY`<$APv-Q6(iMWo2bk(c;{tj#Mxq&p!?z
zJ{dYb7XEvDyhRdzqdtK*a<b7fs!6KYIM@fK2L~qm4blJ63s1i{U2i{v`haeN<|c|u
zG#+t*S=#DW`>`Sj|5>yUcl?`8P(GgpFetd6U_rq__Qv#4e^d@^iyag<pOi#nJh!>H
zxjCaFGCs&32aQ-p-gHZm&vb@I;lO`1U8tP}BmnX=*$r|*VOe3}y2RU$+<zQ?P;xU3
zim{{faK!!nBK=f58pFf=!^7`y(_%wS2Sf%?b&hNE66|4N$%u%E?Maie5jx-NMiH)%
zT3{M~6ytp@t5cxe)iGDQ6-vWnZi)0pR#$xHBf}!_LmfGbq8UY5``~jI7w0fA(5fmb
zWonJ%?5A*wYx9o-cNL((vbVFK{SqQ0zncVYcO<T{>H~{r`J-qv$K18X8};7CMV1>`
zqF+T%EiV>}7?oBvp9{<e!vvr4wD0Ke;v6<CB~^d6(iISZrV82~Ok4|O7LK$OV-8_J
z&LaShn3pz@mS5BO>Ec7#hML9TLt%BEDKfT&nWdb}G4X0o5p8v0N=eH0wn6=(h*s~>
zbV{Zzu&n<7v$BrmiEFlhl{I)d7#0?Ww^aEfY@w8ucc&*L1XUe%D3QJsg=>^>XJ_Z(
z;ei^6KvvXD;K|E}O-4P=LVnJ@ggB>65f>2=Az!Sp1~ZodN|@-fgef&GCiXhgdBm%S
zP1a7wf`i?ZVBn5ixOT~Q(+1!>0>Z*SJA7e)e-QiOz~_yQMVt*S8gdPMk$z1*X)#S}
zJn=_#DpeI4cd<2F1l{<z1961o0lrm>UE`<S-Cjg64qrTRLEaON_tpN4M`_VjaJ4(1
zqV;mr7JTC$z+h7<6rGktRXc9sc*ym<>tH$zy*?Zg5~EI)L~rQ#Y1t`~c4=g0#xW=w
zE<YmU1=~?ZZ^MFAd2)LC{_gIZi%VxV7QMmd<|b+WJwn4s=<@~LIC6sDE1j2ddVOiS
zStTwiYpqRjWriPl3TSNbZRbA8KRP<v8BXmSvP=6lLI9Ib`*r&{L$H%@dNZS=Z=|o6
z99Pypt=!)`XTw7pF7EWSpUY=+&j#XH6e??Xz4AkdqWD?hhOcFKsmod6z2b`omwQc3
z+r8s^Lgak41v2q38m>-uw(U>2pYV2JqaDDk0)$d*+{~?d3P&VDaWPy+xTrbqH9Amc
zk=h9et^2QP`<3@D3XF@L{g2F#njDVUtRH<2x}H?L-_3e4&Ny@_E6F}ig53{6qEDA7
zZ}24<WzUqUFO+jprHtJ=#KMQ7V&!^nt8CSZsD6FW{YXPNWEX5U3g>I+;BdV?lx+Rb
zPSTvfWIkUgn;!%A1irW~(AG!;@~R~h{M$>Et50{`o)_<i!z2tf_S~5@a&ZucG~nKX
z0@BwF*j%p79+DgFe1IL87GgL9m>Y0gwByI%rx6l%5Jf!r_Q60RaO3n#CRkX5rm?sT
z(w|HD57;kp^W#CYY{sRE^tXWZiw=Yy=AJ>l1CAHo)z>f2txp0^T${KctjPHh?TM-5
zDLz@9<;r1PqgZF$JFHV5&fXAOLqnygC&$E}?iDgWBR!8k{2XabzdUpa9MO8En=Z1C
zRt}|XoRq|+#nl5>%k$#^w}<OS+nv0;9Du}JIir#%u9CO-Or90`^ki94=aYfYz*(qQ
zx?PN#Re{fxS5J?CVgBS#HI{6L!+l@i_`yHi-e$1O(l}e6EVlp!_K^6Hd8s+386qO0
zr;s)J&&k{gxC8XL3>+FG<NDS7X8R&>J<8{=d057v74&?}cELSD8(<<;GSu;mSdv^3
zG4^DEg;z&Ut}lJy3(*pILBpjJjLRB|DG4gG%PTht$F)U$fRHYVHP|3EwV5(D{Vv{Y
z<FY90c!N+|CKYIJD>dh>?Pgej-npK9th^V9muNgyDyweZ?Ad1E%;+wl^kK>A>X@hI
z(BW;*Nq%BtV*in<+b1;bl&^1>1hN7r&FOoV5T`S`!#;coqOs{+$;ikkfRRoLQNsgt
z!>xJV(@N?EVXh^Z;#n!oz)jk${%8-T#qe)!0?KRb<xDNT5lw*7KG^|^e)-G`D7#(a
z#~~}=gv^m~wjrwPDoFbcS4n*ne1lE-^_Y>pZFH{IG&?@ibntUOavG3+=2t|WRD|e(
zZ84lF+K{ErbpR}mRub~f<%-6uk;F(`o5C4u2@26GIhZ5<njHbU4hWQMj|gV4u1t$C
zDhaYZ^}i>Em6{qs|A(LDUQW)(!Tq41pzmy*=y-V4p?SlDDV%NqA@44cJv&eUKhrvR
z$<)*|NV7<^Fi&LpIR+ObFXg^LY1sQ9920g}gzwynhD#kQPYYi}JM7DkOvt&AoQiV9
zZ*si)l3*If_@=JYtBM(qYSW+Uo8koyNJ_($ohB$@Oxc_4MzBL`SiK2H9*<s_xw1NT
zeL;ounU+=J>?l}r-SFetMT?n=qk9w>Qe_qCi}1?J45mMruz&f2tJ^u8!YZqw!HH63
z)&mQR-08^D3a}T=`S;v`pXA@dq120RO$T}!A?#y*<fdD4$O;2aANZ0dE(8DLIJv`n
zXvx#g^4Te@MtFoVxS1Zb-h1)918@`8Rc>xGyTeh(S3yilNyS*T6CN!<sp8VV?A)R;
z=gZ)7bt1GnC?VZGFn-EkKm)7Eu~07xiajC>iXGWLSBoOq{9QU&MiPrpSq%t@k0n9i
zRc$(TM)s5JHiLDcLIjj=E``<hG~$FJlx?||k(jvT2MI-IEAk$uCu42#enn)+X=r9$
zAuEHEi12m?R;{igwOLMILJx6kLHK*t@7C}7M|qH-GJV!p^Qhq?mB>;pxa<1_7CqM&
z0QSWKF|7M^4QE#~n*P3id)sAv@bhrpZ$Z63X&EaquVYY`2Ts?HP9X<dE(ODl4>=>M
z8uA|Ma=EPQlvWPlnBu5j(H9CUxl9l(hoV1KgX^-ZBKy*(;?|OXxVxFEgafC3FGZ*A
zDlSG`RwSte&#JtlU2;oREuCyHM#}O@Bla!p_B6)Ed~vHC>`$=IpFiXGpKg&kamTFT
zG?kSNzx%Ls(o^h+kfmRbLSw_l58AFSvsfG3mL*T>PdIuqgsQk#hvjXtdcHLfzfty7
z+PsE%w@$57q3!oQJ{|);)Qs0o_iBGCsVbP)jw*Q3SNF*|3pihQtIyuF(zLuQORpwI
zPC-{+m^^0=ls<5Blw(5iWW#ay#V(UV@j}6d54B<u2!4#p8sra*T9X7b0%aYg!d=96
z3^6CsRZRDnr(u5Mcra||A(}keHK<>b@L6V@*ic*%NgoOdYIxjeU0rD+$7jer7ptUD
zUEV)b?;~e|k`E$|jpG@sy|sw-f-k*EZ<)rdP~^@?dU%yqF==@~KtzvwI)`;tM#d^|
z?R0#0eoS24x&U>DP)UpgbB5}s`w}<$sCQVFm|{GXB%fwl8A8DO6rAA_+GR+uAW{EO
zF5jm1U1OM)`}!Br-KwM%`t+7Zt{l})4-Z#UB?&_}LWw~3ZkL61Ern?AXldTzM9H*!
zvhf$Zo91scnP7%f0E)fQq?boat{-zQ0^-5s=G{b3(}Cr#O|ArlFW)Vy!sgBKzSI+C
zqAME9h}?aRe|lU((+rPFxtp8KCPPaq>DD&XUGCW{7c#a081L7eGLh9Wj_;`M-F|YU
zSU9vl7}5AH#HT@?{&K_r@Yw3a{rQj{r3GfbW_(X)b$r47ylvyKc;!%rPPB@j^J1<4
z61%T-{>qYz+%+!fVuVY4J~gC0%l{b;P{QW!A5-2;Al`pWc48KTsnc1=E@<hcA^N1<
z@8g@i6Z)d~#$Wf%?RCowbJ?v&T9O^pjD$X!fpw!UCFC&sbtwj?N7Y)%XvG#;?<Wp2
ztQb>1GC{$o+%L>ey*aR~{=;FPPsR`iVF$}bW?vRw7|HngrawJzWZrDeM|=^G2U-hS
z)%8Y9?J|p>`GY!CP|ngt-$EdKfQ5%wh|=nbKz2YMeX?kFzQI><VE1xA$<NxyJxL?f
zSmcgv6WT5*Bn9g59-tok-kg+_glftn*AbwI_xTLqmD#j*8|~{<2gD@4<O6Djb1yu2
zKFxp+_f)NGcQfi>u<mclLDl`nEC4up_}ZMtIyza$%1c5FHcL)RLP~yan^`XCk;9yH
z1=vJbYu<%*C4Y+sZ*l#ApCPEqAzZye{0(pwx81d+rEqKd196$Rv-tkj0V@DR0UaN8
zvsWoDAR^L#e|3OnTxUE%!eNsEW4Y4mcAI#RY}p#=R{6|ow;KV2XJs;K(ZDoNJq&3#
z*%fxX_i}fNp{f(TQSWhP=$hTyNKn)%<E@e7@#62;zje5A@aZer$LX1m=}VCO)dyym
zxra6_V7Maah}KRzFIN!bTMs)N0mX#m6scD-9?E9o{<*7QHi_G|t@!K)!__bM!Qt?A
zswN68_a{Pi*Q-CfQlK$0ByYpWR4L>3Z^auPulOP8$91P&PlJ;`Xeb-*4XB(EXfGT@
z;9yjVMuk)I-?tyet&hHg96W_;M0FDzPvCMR%gh7)_O0z2Mz7^g&UO5o2V`d?&N?a)
zWQ-t1ulzxnfPNPqZ{~+&M}@%0<sDZE=iM&N$ICp7ItDUM)m3r0nq`#Y?AY%$Gcn*N
z_sGv+pY-Hvl?WBNpzp|R3WGFkCrV|IbeKYT1W?eAVBo^3iY2%;JkqPFX}`E{V0d)+
zvQoN9kQpFZ739HN#chs{^n3^t34@O5=lnvWs&+oU?#++(uBq*o*!j4~e3UIoHp1Or
zkC<+kG`474$z9a`5nB!*r;IM&J*Vc$SlIgfu;Ic>-JQM!4${C-B6rpw7xbcz)Sf~I
zt7#Y8v6gb|xPfTN(Co?rh1r;%HBWoR>o&osRP#>!V-#x*lDUsXGVLz78JRLUd;$Gv
zihTOG&(eXPj+!+$6lp$Cxm#p_NX4(2uK3_Ab6Dt&cvQDphggO=807D2d2C=Jv>qPL
z2lhVT^g2DFy;>a6DAD%G<b;(OY=9aa9i0?ns}M)+AzE6BPEH$Z4q_cG@uMO(vyVh)
zKTx0aX?E9b_t#_AlVJ=e!_-?UA_-yC{nj(eFWS98NA-c<OCuyZD=aKbnDz&oy`R$m
zWoXc~xZa%u4Qqm-iboREIqfNM0umnrzb`(%zGObB@BG&N=#xVndAOb5zT7pvJC}9N
z&qa+c)zHB8y*x5vo5fbefgWDGm)%2B4|x(TsSm>M1rwp_FtBJs1xfCGM95R9x!j`*
z?lx#*Bwi&ih%yPDG`{+AY^Tlh<Z}{%j4Nh}syyauTrICrJN>bnFPof+lap;*hI13A
zW<<O#B~DESG})?lX}sd<C>bvqkE+V(=PbD$#5ppyNS9#wH)(0HfV~Qa+sBLew!3|!
z>|C^s&-8Ee7B3H!W8(z)mdRika*U}0zF?y66byJut49ECYe~rfWmdvn`>kp@>q_=>
z!9hJSgdR-SGUDX7_2?;Hr*nuzXh00q>af~3!&31$8>M@Z7=CWks-LB+sVP}i=H4(N
zdnD8Dz3er%@nRtfU3owR5+D<wJ*?pQTkz)q)^jGA*6!kJTUEF>%0)Y;Gy?S=55B+I
zhA=ka5e`Y8u~J}_dka_zRXq8?H(>Ee>(sqyw~AOaPD>gl7X%;Z<%&37lF5eb(k(IR
zj>75rt4%gGamwXS{wAX{!N18U?&jenJSYVF-r}qA#uybE8Y<S@1v<4|%P|BpOSLQ}
z)5;Y9PiXaUehMS5LE{D#=z|o8Ns7cM_>V4Gh0iwHegf2FWtVbo?vuz00xI$({AkQN
z=nmPNPzd1uQnWdDS|;#Q&kZcOA8pq{<|~Uam}K<y-xD!dYFK=T!2nZHQ+p2`0QY2c
z3qR7=hv@&8cGV-YfHc+D*GJUfC1ZEptuR<=abeEEQt%ubQbb|pV`i9knx*#QTY+K@
zjrh<Vi5xyX{zxY*#o%M{RCPkGeyk$Hm3}}XbsqKM#GEO%uXW&nKCaciP3JMcoQE-h
zz^azedIhDGS45dk$rl!x{5&(8O$Ih3W{?v$b7o8i`EG0CrMypnecc<4GU~EPH%&es
zDio?Ruz7T=hT`i!Wyf~Lz~|gBf-65Bzp2;;K3Za`!;3i*RR)0An5Gaysn0Tlb>^t4
zjYs0g3_kvxTaVmflr^|9G{P^>pTF%*e_y5eh=wexB6BP=$WbdDV&)UI<jSU6>Bs$)
zi(ADMZ-C*BM4BqoPPnLOU1w?ruXG^FUCrPBWU<;mL<|yQVl}PlcOsKw->h=ebhf|b
zZ8UcT2D>adwSnn)IGbq!#e&Lg_sCCoMYdG&OO(J8V$>>&k;~$l3>QfncO2XE(o(%|
zCzpl$ZHYm&;ZgCaS+#iF-Nl!otd?wxCj0Y#luFPv(xVOtYYdswlbHV53v@9J^6|gq
z;h&-z9&B!)BC|AI>lh4v`qaas`Uwx{xz5$@-*)-%J)-ZJbz+|fG1$fl;GWDUMadxP
zSCsRyf&VRMTxq7582!N|$^PMQIzx1K`Qa(jw!ubQt#QR&AV+3qX0j|+XnV7C5r+Ql
z()j6==H!4`>{{I2-HFi6ysGGV&JhzxIeu#1HW_Ib_VtB@ep=5{;>&n>{#7jZfx8le
zkPu1){uyD|90_$;a6*zv<p>#OFCAs<<Qu$bGo}NX=qQnch3>5iqQbhDgcv0`-^;Iz
zlXdb$D^p`=9ba8kV_EFPlqaUCz~J8ssiD;)wRS6tQterY%j+BO)UO>^un}TpftvIs
z9ol4&#ze&jgezUWy&sUvOM2UO4+rQ$oS2-Po}ZMHm-ojfjMY23x)c5xuUg7EgRk$R
zn%XC7u4ePF7JF5-(DyEznV+hWC(7chwGNXIU{Hk$Yjvy6VKd;+r1(GzsXs4as`Q<e
zAK#UD8O9!QH9~nw%mu%g{MlBgMtNWrIXL_L`KOgfE``Gt-}_L~`1Wby6M>{nHZoZ6
zT^jywvOP2iz7Ws6u&x{gVp>oD*eS~N&*)F~k^~<NaV1~F94#)0lufCgKOT&QgaR5&
zgWHsvMH&1i@+FHmA_prYjdbi5LU@?9py!NXixAY)<@1|GEFd9HG3ZGq=U8D50A4EB
zD?4~tANHJIbj~q=baaTQ4@o_PNZO#LWi`U?3VAQO&sgnI&H#+?)J8t~@V)~nXK7W$
zjvOb8=X@{8d4G0ByURGy47|d!b+58zrqfKW?$;9nk8$aoVR--yyA99RA+MA(=J>qE
zGL#gkCgIwX*7HfUJ`xQn`fN+3W(UiP&|wT4xi*RT3j~GK$7WLW`(ecW@SwPejZE{J
z;u>WP#N47lCI<#DcG2eoaDr;HvIy0s{e)6vq8j00m*8fuzbWvx%MijvyI4N`j4C>x
zSVlSPzV#E2H|I=NP>*ZbN#@G-e>X44aXJDWP;6;|5yTyx!Mby6%iQ*jsf~ZuwfDft
zSlulrT<=0GP=0#tj8l67Y_}@7dumHLbDX0bX?fT#QCDOGFnE%!nfa-#qOpaF9TjDl
z23~61ldDnJ&`H5w`8-O|g9<uV0R=yMw`#Xk^9#)wgpI(sIPkuQoQ9kFa~SnAMzb#h
znLA##RPu-c<D@>d`|%F*(zg17Mw|ZSP(oz9tU|1vO>KJt6P58)I&g9Sk&V2%%Ua<{
zq>GTV@Hd59!J8+!SveR|BW=0<eATc02m8pN+dsT2pkXE_q7+Xw5fjQ@=}iu$|ABgB
z`1|=#(=J5l_42izs5u8={(TQ)JrnV*n=en4vHg*VTjnZlK}@m*;4a&3-Be}rs>8D(
zsA#|quKfqdSloMiWktpKyu>pp-Z!cGO5tN?rdYHAy~^Uw@Av;5UIY66n7iLsRAOD2
z1v*yK!qgKpJ!OSF^}<5=P_h>cU;!YqeL}iYZoBs-Y+Ld+oeiKJSnAADW9}|bgu{Xj
z%UtP~jR#;X!R1mG79S(h<1Jm=TnRoKu00OuYLYu$6C6Sc`D0{-C^e*D$9gzeta-(s
zJ1&Q-L#L#Y^J81#lYHqX*BSHg6$pj8CHfViB$^3gfU<@veKJ=v5G(=tK4x7u0Swik
z<M(U9F{vkaC@a}2M7Yy;Y~A`OC@PXSu1Y}_g9>dN#;_&A7^bl9EjtnM`*mssuLr=%
zn&Nw$et6$pz_6;-zTO>dZkU&WBd5*=6wi@x00LNa3=DtvIV%xn+1@^&Of!n6ErZfa
zQ6p{@wfxX#HBn;NYY}2<TKc7K-yG>~-tdHnuS>p`h|cQRG=R@P$>Mua!x4)MO)2~w
znxE(Z4<yXM+h`=+!cYN6F^0p*Jhz9zksMjB#*JjGjgRu<D!!3kyVNM|b+rmQgPD_V
z+YwdRPcqiU)=+PSD6Zmvwg$pXd6-VT&E)d|EqAXjM`hlg7J0EuL!m`6kmz&{vB@m?
z7HC>|3(nSo2>*CZAVy3cQ_fa18?^4xbhET-R%o}sP98}t-8x+vb0ew3d1s8Jn|@YT
zWhDGPa|eE_NGyqcU(@%~_cuW(P4<Ir&$f!GYE*iWj_%%Xty<f_DoUB4=o}uICc{F*
zH5k1v0$#q&9Ace7J&d?lifV<PRfdLk*~Hj{7912Gozv>=ps9Qh$!S(GmHa0B9ecs{
zq}kN`&1Z<oE3}q-{zl<Tw7RAy)!8*o3^1A(3~CB?_eYl2`m>PGHb^4yGk_vc@BwaG
zc}*2#J<lG<<~;>`jboCk1+t7;fnH$)j+4(QrW_uCvsi-Fj=89)Xc8PrAjBG?s}^X3
z_uL%KVYpK*UUA-4|9n-Ow;h|Bjz|qfcmfxg%(vgVJb5Yd{JU`&@W6(&+orWZ9JIu3
zGmkT?!(n%?l96Duh*Tp9%0Pt*4?Nk%ed#-8lLdlc{VV%>`(w%ZztNKO&_DBZ5rKef
z6^rKMOjB0zF#GV>1%3@=|4a|7*G;x0hD+ps?3XRxb19mUTRB!4sr5$PytG(T?p}0M
zNp|bfIiakxj~g`kEGDeS#FU(oKcatcl1vbE8dFVv>y+T@89Dh8r*Z^+Y;0^<M4?Rq
z&$!AA7<Ocyrs=TB584m4hgkx0Wn{T=YIY%xxS*5|8{u34iO%ZpZ(3_;^^i>I*KZge
z`7vpSS9jh2l}+$G&X>|Kq0Hl$!XM8d<>eiJ4ZL#ag?$&Q83Fm3MF3bk+#BwzPPw1R
z0fvC$0E6nlfVcxN7uJe&eH(m+xx8IA1WX9Yd%4il$+&Lr{z@)s=yB-lB#^dpjiD8k
zM3lSw>n2%=iw|W4n=Qgc`X=Z&Xw+&W5)p>7;E(S{;T7QYRO^ZW^L97L?d->y1B<57
z)7;!Q|IX$(6Lp@HIsIIkuQjc_BxHI`Mr`0g04?RkP+%^IYy>$Bq>s=$4R#F9yYVtv
z4CwhEE-$%^_@~YsMsucaI?v?vX1d5jl{Rki8oCqRHon;)zBg|XK%ShLX<AC6_p})7
za~exwrRO*UrKFoy7ZVjnA!pEe1bwTt3mPfVAIy-&gd5Bx1=OTm*|};WKhB9}Wn^Wn
zjYc7E0NNa~c^_Ysj?pMq*Jww#xkH!}$e3MEcBDh&%E_5HN$6R{0}NF#*y1P~PC~?6
z8gCot8ksx7jKgztb18=?c~`Vw6Ke8aIKc6<l4dX*hLvm<4sz86Xy-)Iz`dq8U~xd`
z7i0Z)mK||-Y;>0;QyJBxN4Z@Vj;h%Y%@PitCc?SwQ{NcAM&&3!vF`}Xj^!fT6F^71
zB_;dSF*A3*CfSPL*6Zu#Ox9(w+8Q{mi_2`{jKL9w`WV0FM1ipC2^(b$95<~8Eb%yJ
z?)%MqNj~87$>rgeyK_=A51;Tn*4aRYWrQ2!+wC9aGssjHyIBUGf80AMh3O*h!*=3Z
zQ&P0UQ#8#a^~hhXAp$!hBR)3Ss2N=W?8rvLKRZ&r6kGPQ^whckvZpZ}+ZaHS$)mol
z@nwt3bY=pgZKY~8cPHZdQ&>6+(`zbJMM=uWx}34QL|2Ox3yZ8kckI0z<~C+D>K(Xs
zrx1}g_G_{i2&YfdOb&M;etJJ}3=S;S3}BD}ER_m4*z9wObBq6xSGGWW%gOFG44#gA
zf2<+@)s$K2LYMYGp5gWc45na5ghv0FZ(i*o;8r(~P>+j^?Ea5b_$oL-g=ueD1U&)o
z%21&N$4v3yrP%R*WR#g9y;2t(!PDVC+#feW_obw*;17j&|017%r>)<B?9<uqSAA)9
z`JZy<?VgYcvP({7iY<%(natMm1mjQyNu0O<SvR!#cVWNt;k%6afHSr7*_{9Bt&G3k
z@;Wzk{?E5)e!rCUe_#6l{Xk&sl>?U-EG>n$5#o1v({~sD$DDG6d9qH0?l?0BfS&@j
zhC`pKo383@cXQ8n-SDskA9pHT2R8NVN`ZeIrz~&NiaiJS?znN@@Fl)eH8gZ^pNjGI
zUrDTU+|TO7kPX5gLWHyT`%vRGulJwCHA1K*VZYI+0atKM(66GZn%OpP)BkA%?sir6
z<tG23h1m`7I@E>GWM3s?AmR<K;g>I8K&uA3{)3-B@U`2bMX-Kh*0@5{H#aw@q@=v-
zw$~iyIv=}v;Ci%p@n3m9eP(_>5x?nNS@K`Efhof8kAPh=JY=CCjwAbn>D#OS;w^Af
zyeCa5RX8}fDf`lua*n&7C7$7i?;m#`Kv6P>Tc6e@ltG?*k=v9Vx|nH>{dI-qYh`+|
z08@(#*3%lA>KYo$T5A+c-myJ;f3()B7SgHgEnWVOz&=zKEL(A9B@#;C^l?xE!_H`a
zHG&%*`Dt__2;LA2i?PM3*TzrHVFXBy*vGRFP(0U-o3R_N6!?+D-9r;gOMf<A!Q@D_
zd*O+RDu+$=`bC?83k~b1oK53D<_F)aSgbu|zsI(PPDUO0S4CP4mO6Cnx;*yNHe4*p
z_Ljb&TG=ao7@ouFd>rHA?OO?w?2|*#g$jWZ2s+E7pB+(butunz*#2xACHeXn4NaK?
z%NmmE207!umnZy-gvtm(M&!A-FPm42Iv6Uqx3}~1@|v^eje{j!X}N@ifYnGE;GM&W
zd<ACe<_xPrW3@wdzC?r@9<I2tJgY70_p#a4YvYWE(C=5d7Y9N8tK8Qgz|UU&mUv|c
zaH(pT!Ak1tOY_r}Ixbx?{GVD?oE`_>_4=?aG*BDF&Cs@G_!tL=3)2tNl$<?)MzK9u
zyePti-{OiVRNanxZ3HenX4Bb_XAEnZobHDJ2JPj~DE?Sz2TSz3Ba8M^+G}CJ)f1QT
z?=<_8>ozARyFZ~BGntB?D!h<dre6dz`RVi|VosAzgC+uYcU!ZeG^tq+@nTNLLY|aF
z@uG)a-|8f*<m?&DW{iPzltljbx@?PZMy~q#r?h7YGz5SNX@FndoawN8%VkZ3!Pit=
zwp2EK=?qD&W`mx&9b1Hx_;`>r1d%Q}e5F!pSX0-V1Gfouyg*6H<6X>2;Mmb&$al;B
zL2)$AzlFOkMy<a_>HNHkP_^d-)(QneTI(Tf4%T&{sKgPh(4!5{YUHXMtZB_KOR}Tg
z_<Q3oh!mi7#>3C;vhnW?Q{31t+ABvdi{_b>dcG3whS)|nU8CA3#zBVv!9J@=NWb+(
ziu^~mfm7(c{{H@Xzq-WYj#kxg*9&L_UsH#aG3wkr276kNE@u42l|M={M;oSyr#ag7
zdIf7zviZEbXj8MAybq&aFdc4HvtpskM2wz%E19nyrz|WCHEsO9-AG`c&QQMF=?^-`
zboecY8mpoC;?V_Ybg+6dD&Fr_owR&KGe);!JG%G=ag#1on{MskI+j<#*feZ;(MDrv
z4#_s0BY$}oMt=u4DU1H$3r;Mv+Z@?tp|4sW53`zz3U&yBaJ)UEUYFm|(t3+gH$Yu=
zdac}}z3?*Y^9;49X&Ke<z(8@WUEuc{C6g>kh%)s`ohK^1$E)RaTdLZk;#_d!^Pr;C
zA4q5RTk(-aS*=U_RoC~>Ib>xP(>Z%4g+c)wb+$|Wck~z{3xs3`y!k}qFavB1!dtvV
z76<CREPr&e;WOCat5re1B=TLY<CNddxVBCi-LjR&_No!9iou&rwUK__)MfTrH*lpC
zR@xv%n>M06KCPpsYEKm51bTFs<w55;assJwB0jYzpjUF|{V-X9L>x1${(B#)<O<5h
z`g-<pN2X={yr!pPu21iUOC~85%a67u4|J0w@X53SvwaQY_`03izTd7aUc1`ZhPUE&
z)#Zi*o^FI3UM^82CN5R3-L1-Fy8Fb<nMBpE<`xWFsrlLF++7YjqcM(3_p8+39P}(Y
z9D|Siv9{GS8S1xK1WbAJgxK5L14GD-zV`GpJ|h}9oTfwH3aU?9I^f?KimBVo-kcJ{
zns$ZI)9#t=ugkiGlX!66td2!67^6MC>#e|qbfDd!*frZOnKJAat2t3fGcz({wcUoj
zAE1%2K?EEYQxbRuYbY=b%}VB#C{<c*0VtCd#avFOSIEvTK<Vv*3~*o@x#}sIPgRM}
za<B$wN>$IECP&g5kEUZYb3@74y9%!=YuN-g3(otd2#2Uo?pfMob2BF~?6#X<dKV%N
zWi^e2jSmWgkxeAj9y$)vGm<R_;_QLoS&zF{7<?a}JGQqRV#ReWf+=p}|FA6myngH7
zTvdI{E+r~U0%_liX~AJ-41%1*nc)O^_73<op|r{(OQj9wfnkbe)Z-(Z$|wJVZwI`w
zzL#U{eprT_UV+7q{JKzrXY181f>GlW6Ow5h%1TNB$_9YO1Ht*4Kthe}J6~oKbof1E
zmTG%IlooFYZ+YTSpQd0qI^l7lF}vs#w9w{K9M$Dy0rAdN>fRCO?Nzjhzyk8+ma6Ht
zM&!2tAk&=0iad(q2Qu@zu-wCetfpN2tB#^V-L^&a6^y_Lp8BJ*wO{M9{x!*J{C}~h
zg}l9k13DVo7H}Qm_6*hhd-G@mBnZje?CQZ2rJ_YglAO6Y%Q$~6vT$k)uv@&QoHT22
zf;znm){-q!%C&}D)Jtr@_<69Y_xJBv+1aKhChm`8S8_BiGiLLAq^b6qx!3s*VL?R9
zK@4pT9`5$xMKe&shoQ|?w>c;X6b~e#8wegxKHl#lB~{OF*>l2ZD!(+bG*G+9lXl+_
zeQdZpE-%3~G5?uWeMnhuCI1<eC))ytru*X`5_J{+?Y10q+Ci*EDt9~@Fa+f1mzR?x
zH_h<yK_Yd>O*_nSvo#|p^nr?E`8}~8W00`n!Ht^Qs@r}$keoCOyDJ2M284#qzM2^b
zVVj1tKp1N!IX(!=06ZRNN@{9oH>Q2H19ss!iKOd>j!3*7zV-rNW<t#u<<CTI&Nj-a
z0=0$b!!SuOFbVtiWhJs`=5TR>6rIW;Op8?pQBoTG`+Hi1v6SUaTwG@I9!!k&z4LC{
zMzg{pL#XFAM|IH$SmLiMCI59;kgWc4LJkxVmMQ$YF?Dry-L`<?dJ2LT8*k0^eq3$;
z;hd52K^FGt>!tJTrnk{CzL(w3_#pWcZt%+anFQbm?x?YHCreGtgoIf|MJ8I*)ZX!*
z&8yh?RcbrCrzcQ9Ip-ZGy0%-C<n;Fy3HeKheGXPE`r5_atIYGR$O!2Wy~P+&?JBo7
zGq!>iFgam%geyx?pkwpi3=l$dSSL!(A^h*w0-J3?^xJ6MQ-Ga*;`TuIqx;HxcY9l+
zQu~>Lq9m`3bytinZYceLa)<>bdU*P{wLwqUs{QAtvT4Z)3(CIPTF*u0&vzHo{=r*3
z83S)eavmNaxZ{BWN4v5Yq~w-Bt;QH7gp#67hl@=*9~PbVMU)+J%wUu2_^Aw!=nEr^
zCIIC-Ouq#Ev~;8*eR%Ap23eZ(2wudYd^u?-1{~D5l}OWv`n05Xl0r-#PyS=tzMy+l
z499gnP#>cHxd^&_is1LavlkPKJ%4xpOi39U9*zJDdwG2ggxhm*b{60<eo9(8vz^gI
z+^0Ad>xt?1r`Zq-F-ARMNp9tEa@6`hvt5x`OkC+#FYVDp=ydX9wme^)%X%GbS^mrF
zFr5={<-tDVPAY4-6KxC<be~1(gBNC?#tS+_jDvC4@^Y1wF(Q$|SeumnJFHZ74ru?d
zuhbo?05u}m>dm#tfL^AVPkc=lfz{`*UFL>Nn38|a!pGmU&{%+dnWX)buNf43;>W0_
zA3>;whDKCHQ4tq*9J>eaWJztLJCCsHV>Sc*u);%^*saM)N9~X5=@b-z*+y%yF4q#H
zB@o{sA;F6>y!_U1g5*YG*_4?<T38FOAS@P8oG~yyd4gY!^=)Wi?rX4{Ld?|plk8L{
zNvY`fMJD%rC*s5?3L4R=chj=fk6T<FAiZd~x^Arza*546i<DQau_vd~dz_#6jPNZ?
z%eQF%F!a>k{gz4J+T?x0=t;?%2PnwMphU?m=4+tb41tRg8@sO-K&eU>t&ex-LRd{p
zVfKO@Q|@p@Ter^c(mgOL^h8lL_$eu8ok*U-4C7omb!|;d_S@rn6(6gOQSMsCMM@?-
zBSeSo<`xb%QZx!vDq7skI;LB@`Uh*Vyy{qWQd!fN+}QQv<_#o|zBNO`MJ_v6&ze+!
zZ+lM^>MmE;*379tvImyGWLQ^KTrIVz_vgxZzx3bQLO%zb76X=?VR~j}XKTyX-(NRu
z7PzL1wxKdJlk8DvIk9g*smS`6?Z9+6&OG>Yu~Ea8CCmrhM(hoo%mJEiidDJ(A&(@t
znc!gF&JF)rO#`Xq2A=pU2fPH=^pB|m7A95VM&xyPU8K9IDPNEaCwbAkl>`eqy4V(C
z;WNlDs4P<M(g=qT+x2R4pU1LrhN)QX6LH}`{7du$f2g_qCH>E^`FpX@L4O?NQL6*&
z9&gWvl9|gjTG&2+E~?7YA3*qdv5949+d?G4zv*bN`ORvwf92U;L+K+r)Q@pILrFi9
zFc*()%k-q1+hkK@>aDu^dIaYs1pAX%m>pG_Tt_y9!nTt7`rVou6;1&hjgsiRsH<xg
z2RADOofw{w4v@+&i1qL-6@NPDT!)7SPM%LPY|lrP3~E8Ja*pXdE9%qD`$>R7r1!f2
z^ghbSKz`ZiCfu=PY{S^t*yk4)nSGB>PctRT-pAERN%H}>$jx5Z!Ct8G%yp`4FQ<c1
z^;}Ep%JOK)X<lRo1Q=EI<_nx|VK*mf8n-*r8W7>VndPOmwWZBfnORkt+1W7UUYFUE
zX7iijC#s(u8m~F%S5-3y>}H;5X7?O&_nVa{H7Sb9=>w!$v~kXE&+7EZI_iY7e-OlX
z2neqeY^hIqIN63SHBFi6Gw;^X^tJs<w!i+cy86rG^e!N?OUdknIl&hd6=eq+MAODy
zU+-mlmF+K%vyDrS)EnQ$GOutMo_JkcY!9)!-U>+>Ijrv4mE2mdw*R0uu(+E-xp2SO
z{N5I#eDT;2n!UWjy6>Gz-O_T`UJ2I6pyaS0E}oo$B4U`6-l?y{*sZz5N}!%PZ_riH
zURfIVa;RgRiZ~<^vd<Ad?2Jrz>PTJwBcPXD|C3MBLVBSF4PWY_a6^8_Lraqu#Dc>W
z`#ku59m<7N2rgGp7*{@-)Av7Yr4Yp5jz$QLqnLMVX<1oWULHyF25fmcr`75kwqb|k
zMP(Hghb@uto9R>4^pu;QhO!vc$~MoBcRf9M4U<&>004*_eS7zGIyt))VSvz9XEGfH
zT!WG(4ip3BCXZ$ct3hyvz_n$mBJ{~jjX=xboIO=yz6vleOM7v~{_z|AxJK7p2<DW2
zON)Zr%_bdWS#)*!ci|y?fyiv7XC#y^s!8?2sGST}s*00<G1|O*Dv@R+mm&{=l{v4b
zCCAdwlL^Ue=SGR2zw`WI<YRvP?SHyPOyO(#`Cd|@ivkT|0RaIktJ5%Cc7+n9wT*+D
zQK9lC%>-tb;f`#<@UIQpAU)(!VFy$c6dd;Zlf9bdFTly74c=$=NPbx8-DzQW!>ds;
zcN=(^cqGc6NNu&5&lArG=_>e&kydXY5<O6%41xYx*jymwfKLA@VzR#(>qc0m+>%(J
zo8qnc-pR`uQ_2-IC88x&Crn{z$xeA4fj?z(?^5ZI{;CCgLM$ORjLZtVbf!yC<R8RG
zga6x9n(|y_CsA-r;TP;ZJU?@>e$?qJ6BMMpyjt>?KdY1rNMP}6b3(%wpl@Y_0+^*$
zy=<S|jXdj4XlkhAI1zqZKJS$Jc5j(lXN+Qme)TpmjOyx|p~OWN8?Hd5yfd!fpsRuE
zAa*A#lgMmt*k0*g<6COYP}X_dL!X^7=|*3nDS8`uOQV=(E7{M~ck|=j6!h!}5Nma5
zPkHMl5DI?HwTzF2u>?3&Q#aQRM`ywJHj=kb8q%#iv@XyYL`_U)P;&`W^9u_ty<8-9
zMFu~vZObh<9`fz2zu{iH#c(lMUc$Lqna?h;6LBr4Pfbr4nuL0Ed96!qt|+VD#z{_R
zbQPxEgb@8BYDR<d*BtNK!~F35P}%%=K1Yu5VqP<If~R?V&^G)qF(4YA3Q0yrCe4S=
z)=d+0CT29)nVn-Dvj4;^Is9<7agjH~b$J%=0s{?wrD<g_K@!0+D=^HKQKD|C=#vJX
zZX6!WAUOnI$L<T7jKn^bEuO<#R~ko+GlknlN>vb~MtR<?x!XYR8^t7T85$oQ6}&%5
zJ8vcFy)q*SNz^+PkI)0$IPjhsJ%_7-4DRB{nS#->B#5kaywRPvuel36rASB=+oPx`
zzh%8J)-Vl{bpNQ(Mb}<U!r?rf`2eQ)JSHdpt%y}-&egQK$^M><Sf=7JwF`{Z=X0go
z<}Q%oicbAMqSqXM`96$YY#3P-jK#Z&9%k>Ef6km(xym@N?TucJp*XfYY=woCylpOp
z)x}Ltny)(VS1^YGDhcRXLfMW8gPWG-^=wOr_0XwZor$ylJaLWt9n9j#yMf+MC@}Ic
zzIO5Y;F8b9mqCVRn4gp<^;fz<vzdrM$MmPC&V7{?TeRxRsB#{=pDv1BY8rciPOhwz
z@8xku^&G!EWt@d7ZBue_aHn@&%T)pcGIFv5>}JMd9oET1_?>>8b;!~|eM-2AnPv+y
z$4|mLD1Igj7nNJzuBpJ>0f#QlJ|UMIQa#0)yU_-&QV#k9wLs@9)Exiq`541UF~`Y}
zg_OxjU1_na>l*iZHjdiDwc;s^D%@gjfFI63Ocu{xlvA~LdJ-f4v-lPFg7Wf5v%>6_
z-yGJyP*b$rRW>4osm+beP0h_+-Q9RewpLzmoOmSMroO<SFfDWH(AJEXr}Ih9x$=h<
zg4T01YF!C%?b3<SPMj6xzsp9U4M99uHUu9=x_{>}M$fo?<+z+kv)w3YAy0VX>>(Rl
zMi>!_Kj&$eSf$c>0aT_d$KINvyjVd0X*RRCtX^@KE|UAv_adC*Jb(>+ZQ=P@U7@-q
z4<}|J40cTO`m_$#SWDY+si`<S81PXYeTGEA=y1N3Xw$u1h_rCB!pNv{DW2WAG?-Z>
zu7nF?$}Tsztge&9I~aLmg^gHT{-9tm`eERsx&i%EvK#I39UQ?4ZamxMADd*=;(td+
ziZdCI?cy?lX)(U@(h&+d)M@G$I>-4aU0a2;5Ygeb17H0B|MxCNlQv@H$#kX@7%LQ5
zFF!&AHPh~jdyo9+p7+o0$~_v^cgJ*{=&|o-E`i>o7yu%eHpr2Rd0SnL(Y{1rY!#6@
zYT25kGw;LuAt8ZRr~i&$H*CjV*V!bljY1sj;AYBrt1dHSIWjgZ4zN#+w+y(Q67)FP
ztqZt&Xj(}R7@D$mm$G1Y8kI}A7@V)DuM=oJv^TI8g9CI<>U^doyr)fnzX@OX&MQuT
zkH`5N=X@hl6P5gn(pLRceqS9jiH3iRmhEW(Wn}g=IB&eRd*VDQ+gL<*q)0CB=npi3
zf0|!TEPqKG(jgGpo}yyYx+C`dy|<kiT`QcdFGnNSArDr)>6#k1LyK2Rpj{&)9wTWj
zPIGhnQ^kgZDeU`4i5^Zp^NtQXwzeyeR?l&i3zeTCHG=cRgb!wz3%om;OS-zcd}e3+
z`jlYdCs7!mlCX}!;^OYBvYJc&2YYWBR9Dxn3nqc!ZowfCAh<(tf&>pCKsN3>xVu9L
z?(Q1gT{mvQ-5r9vJKT+Y=e#*@cUAxDTitd4P@7t7O&N2{F`i*_=I4*fT?CyYv}qCR
z2`&_O<n0Uu&tdJ3vafU8P11HK+f1}w;}82ON~~jw7N4_gyTm4XQU{Vr+iRQsQhkT~
z7Z9U(RwiGjp&;cH6{q^0DGrkKG8!deXHR#+);kMhS#5E~2l!lW?1Y4Vrt@oQAATxp
zYHC8nW9v`kavdJ!m|X9RZ#14cvs~}jeCrIn?MVI5VK^tf*jY%&Gvx29FP$&`MXY!a
ze3!R)EAjCOIc)6$t<paubJc9mp|aFb5-UZ0ef>e-!Rx!Aio@MbGOdf{@Z%(+DwH48
zG&Bg#f})DDvL0kO)KpX!mX<@TP$iY>^Pdwwpn^RH?1`Fk=_BXj$n7#}j+n42GPD{b
zKo8CAzzva=Pyev9%v8~zV2;<YLP{#b4g(XD#gXkcqpu`s-=34nT^c4HaW`>waRjsw
z{=8ryBA}wGYDM*XdwV;Ip1nQzI%kwn44_~RlA6Rn8htECeT<k8iMMOc1%n;+<>f4V
zjYRXY<vT&^>)q&mST|R`_Q-(=e9q%Xq#{A!!o-v}2$W+uODJdvh8$_84{;s}Bv$>=
zO&s!ns5Nk4hyn8%E&D{mi+P&+Vn<Xvp6@AIMuCnuXU&QFFE9LKC87&B?G7|7ESR9^
zaMe4tefkgnN3ha;>Df3&E*WQ_LtQ~Gxe^f&XerU|EM8s)gP_}+n;#w?va+&yd3ju%
zoRg?*Lcc)?e*whaPfuYFT!&kMI87Q7avw|#3>_UE{vgfB;IObTaOvDhrc4B4A_MI|
z_ezM{)H7Z-$x&xiM^M#PSS2j$8uWk?hN@q~T453Ri<0j&*q)t1Q(Mt@e>DWIN=$ZJ
zry{m=FuB9c^8O1K@xS{1?8S&JaM?uuhl~fi2;458ouO+*<_@C&r@JSr{{M=YfQe+e
z#$Xp_16}3dy)I4PoyziZ1s0A9(p+V9T`r>mLf1~?I@vg*&ZP6k`i2kN7Lllpy9QbJ
zKa}ByOATlzis=F)HmTBw3<Ush@hoG@T|V_rP_YorXCC!XisejFZ`GZ^DCPPcl@<fv
zRB&GZR;J%B%qz5s?GXD>=rvnDIy%}mx>HJY%B_L_%zH5*&%D|~Wn)FDxlP^ZWFR$C
z;TVOiet9xLq>yQol0~=Gtn6CFTRA?Y+;+l3!Dl&B0QL$GY^iBgiZV=KOvQR{O>Z_X
z8l%OIF%n94;6P6t21)(4zS>^QKf+;D&ijHN{#H4t0N>W%K$$Qi^~XY@jRTibzQtWt
z6)%W`MI^F`E@t@}Iem8H#-k`cg_YiJbhi;udU5O8*Es943$BlVYlC>UmCS^nwzoz5
zG|T$IAJ^lNc$JgrQx;*K)AB@<AN%Xk0Tu(tuDbo#uAp7j1s&GlUN?GI>-C>Ty1~+=
zR}9%bR*8UhYpIrv*LA>j>NP)rO~r_5^YuPw2`(E2R>mj<{03{PyW&C9sB<#vc?DdR
z#)f5n6?@AyEle6E@6d(AX36NqfD?{4Si_V28t*0efX{BZp3#yUw6|BAmM(01gUaY_
zF@w*e-^UZM08af@6sa-!L2Yf00%Tvfl^0NCHu{!{{{sPZngO)txs@ne;fPFrt?J-l
zc;S)v<G%c;_q6Jl%6o!tpD@l>x(JWU)Wk~h<TF%1hGSiJn+tE8e@ze@Pdv-H^I376
z+j-&)Be9dBP7VqwS9^R>aa%=ESA9Au4k&$hI8f$st;Le+LL?-=d71!7WOE)Yv=M4X
zpJQ+v87ax$mdb+7kyek^Jk@P;E@(l_-ocmfCU>wY+47hjDYl=TYjpT}8JblG0!`D&
zDryC*5$V41^`LH--M?%VlpXKAE8;r6?n!tjI(Zcg4h`LS=2H7LdkKjlnE04y2%+`h
zbzZ1~?taGjqoso0R|xn%D-GsnE57$j*6o!W#r;gjetx#(OwIE4gc|nY!LNZvc4K?1
zq?2O{Q&ZdF5@VuZdxQbDvTym|C|l~p-o{#PxfFcXQq^`A@1@IJEhhY%0v}q#{oR~H
z^@@t(0s@Hed6%UU5kmVv?TqMbQ0;kRDzY+P2V)_xgE)E`y3R>#t#w59H2aE{1MOub
zvg+BFJsBr;9f>F@>wPYPxpzzwpS31CgqiOzuVPS1KY`edjh$rbnAd@>2^rD!!#A4-
zABc)~!)?{Pfe{<qo`!;G@R9El$Mm_dKDSWfm2<8}p#2W!xtq%}<-VST`M_tqb`&C~
zucRov{5GUq%G!K2_!r%=)O%6nx!bY2qF}qbp>_3y;%+`raFQJSe90<XXx={PbK-Pv
z4%g+$Ua*?$%P|U?Jm}~&zjLF5yoTXOjPjS+CH2Q$Z>Vopj5CTOtMgiHySjZyMEZCc
zR+1ePBS2gF9Q*5@Sg%|5UCwU1ttY?rCRdQ8s>J5#O#JNDKHsnZGA$on>9D4IV0MC+
z{BsRfx^|>rRM;c&-a)rJbh1HQh`hpH2Jic4ft5}#6}F2+Dt(zNS(Vy3d609YbZVw{
zRi0KA+UAQsCAx_G`ip}oMUs(;g~a7m$K1l6ILezhyKr}s>h{HQ+Kp8cd(0%;rEja?
zluu93wkj1a%Ox-@;3~8cVet+>B7M96Gdx2rR8C$>zn>H(^=r>%NI9>kpUwrBU?X}a
z&ior7dXr*9UxDkW@H#7bqb&G~G=$69$Mnj%X|%-OIXB@Gr&Ax-1fs>Vz!kwZcu;o~
zk6c!L_6*q!)qg>8i=HI<bW#}E9VzaY?WY7+#RQ?ojCo}(Yg6-eQubb77<G^4$nqvO
z@TSw9U$nh35&5Iu;lu>?sRS>?<9?e29~vt9&7@}41IG{|7>XwT$oA)cA_!n#8GPsh
zWfK-3NinY`DcoF~=9wiiX5!@-copo}m{*C&LWQJ?$koE$s7f6<^?t@^?o&amW9VWK
zDmtig=V*a~BUmLJ=>yODVfH>t{WL6Ul<U0rA$u0x`RTE8ofCP${Y>%%41rvDHFQ>r
zLVe}QM`agDR<6t}GP6(?v+Y7g^`)b}ZLFmu9QUuUQrrkWc2w};szQB)^O)=yP}n9y
zDgNG}@N+-bi64e~RA2$boz=fRnv?H_Tj^qhoL_%3#njG3zVbdzQ0{OSS*%7{rP!vg
zMW4ChuCwT#fm2F8^?jTjE}xp-h!<NJ1Z%_97bwEiiF*4trSWB}dK*(I?fZ9_nsR&H
z*2-G>!^$&1wLt2jH?3#U!S(D#*L&Nm!#Zh6SdB%={IkDvdMb^kj&`|RKVDETNVHVM
zLFPcLj*E!=y4^WG^z!Lgf*PuIxY8cRIA1gl&W>j>I?E;@NEKTZAnoOOt8{dNS$A`0
zoXEF|7*IhSX0525$)bU*QO{;NRcb@t(g@ntM%1Yr5LGVaQu0J-wf7fRtuFldQg#>n
zD)-<cUE}b%{Ts6{W~#<yiXp-yc*?t0iq`q*`+ue~u|%ml4HL;;I5{nUe~l>`C69;e
zTZU61h8YNf2{gS>p9bAK@rA8ZA$TO<d=2>~XMJK6z*Tkz2lWz@3hF5dqLAzf`)(<X
zXDorxE5&LNS_9k4>aA1(hrONqUtGR+7&+{I=%D7XTbxSF-9ir~LVEl4^ZHp}X%A;T
zMigKwGh7F%zqvKbVVEZ~ZSiu%givuED9IjQ+{ZSTPfIY6;OgY6yWkX3xQwZtA@+Xj
zt~5<+OfS3AO5qFPu2sT*MYU*A2RUIb=KZSd+&GW~$ajCR7RRJa1WickoXLaq>dkh(
zN2cHB0ng+!cmjpKnH<{ayUC1*w}LU*j=$)7LIz+6(s7qIyD#U}L};?%?ds^to3^w}
zO{KbBe17P@Nv`UcOuD~CE7<n)S)ZTEx~BUGz3tw0uFuJDen}j#lG}kH#(0@UMVouQ
zkx${u=Mr3-B{=d^Nc)qAj0>V0feflkiQmmW(kX6moL{7O)e<FvVetto1B<J_u#RTi
zZq`0_>JYHrxXU>dX>c(ZI}*AtUYA}!QubVGS`lanNCd7QDB_h2e}flIzYPEv+t3z(
zFZSCd^7PQws|^Z&FI*<)A{XkHKiy`Eu~jA-Jgf*Ucvk*liwOYxC)i`fiDk4JyrxCh
z$aWXY(V?tUZ%&IG%yuukln3DEP7W&b`;)HDXGhV`zw*mSSg!6kmsq;M*k;iw+k*{G
z%ogG&C0z0DSqb;lvLvv(jCUX(*(_&Q0sP8ohxI5Bb;`!QsZU$<jEAL1ObyAsPRcbn
zVF}Z(F_NdLFRKorb*BQE(D<CGNBY{bvyO8&-!cq_QCWxNSjA3fV+5VMoY~WFOYa5s
z8_LdP0g{C~p<QOwQPQ_wl_eII1PyJ)SCJ%!zEuzgO2c=2nY+EztnevTMFf3LMhNZ5
zxi7sPxEaCZ`kEpY*RH)Q^ktiAy?=$I0HU&4)h257`(V`z{{+Wm$?$N(MC-<@DP<I8
z{M`4%977s`?3qRnzOOMj_<`L)S!d4QsjwXV6au=j{Th{@#rFMQ^MMo6O$denK!B6B
z$+;NAs+Oaw*YprSx`XUY#(Q<T&xzD!h5(eItuZdvWYnRp*+D9mas|@&44-87CcpB6
zvf<^Dl@7#(cXDFP7YKr!6^3)DhX+2!IA@+jo}Vc>k<X0)xHxNjfv;-X>EH@N0`e-C
z%Pcj^_TOO6<b>DAdklV1PskGw@*Ar^=<={1dXv_k^WeO#B$H&HA||0o$`gn4$8Yoe
zME4RJ5A8p~KkC^hWT+VJb=*N(do`q_lI3Co@Gkf!KXAVlvx~Hk(Mp<;w$DOnjbX4J
z>N}5h+B140g5M=B^s8rjo0>@$9bKzLxbS|*1i1NvU>(SpkWpn>YI-vhR}G@7Xt6j7
zuLDj%pDXBg{vP-lq+R&aS)?f8Qak!<N1<naA-wfu&GA8VKMi42dmglrpdcnpLCy8G
zRS1Jga;EU!@YhWERj4hRbPl~0Y&2N;n1v~J6eI%9tyJ?MDN$Lv9AXP$?y3zTb48gX
zV`?hNtDU_WVbbR6kH4KTEVaK#76`{yevc4qtVI}Bn|t|gk?Z;kjH*3nS@Gc7)@s^O
zwa3EA*pFG#oV$P&x8E&@1ugdeta2VmL8&wb9Qwv`iP0bD8-nF|J=QpP)lRMy9bHzd
zK`Ev(tix^wB^(>2E@;2WEL7OA06EH`V|J$d>DrV*rK=vY!jy`@jJ`x#+CIZdZ%{RR
zUTJ+<YDUlS*G7#p7DTBb;K)EEYq_!k?u;^*(m7O;NO$cX;Ys~?d3o{&tiyxK^3feh
zO;>r9f(-OS)jsP;*+1=skt$nwv{C)z5bncGze`?n{LUkU;;OTxBcpDh4a(8m0SyB;
za|_=SHtv4?`dLOuEH9&s`c`Wh?5Gco1m}G21`^EG=<6?s8As=qNyOtSO)J;c4ZNm+
zQZxDVW4ynx+RT{)76}d=>dB>4`1Z*sc7yvZ<1pWv5V)H>V~v)bd@uYth|%KakbdV%
zc2v#R1#ZlAWw;HWTQfH+ep3e#{mi~1vc1n45XYE4ud=~3u{lQAttp{0=wSDH1>2(L
zc9Lx9+*|i^K$jdBJsqh0bd0Yr$~$3-D~B<UF51v_l#=yz)wG;$I+8@zX<{cVSJ{WC
zWQ|4+RT9;7@aaFv4Y#P<7B)&N7MwNLt>Vgi^7cYF=h>4u`G?f<>x>~s;QSo;t&$K4
z+mAoWf7jIRca^~E_q--DB84666Z{#uRBF5`mX|5cd|DisTtb-vH-!V#5{=Grj3QW~
zPB9ZFl%wI6x%cG7l<mdmBQ-I^tUaZ6V*cV06qHJb?|OhbZy>K@dY;oxDl;FMn>5~E
ziZXg9=c><{WE>vlJ{K`eg>)@N{3l&d4JmNp`|V}{s^6K+E25urAJgDrZ5DE?nIvYA
z7ElrhTtWHug?}g`=^R}QN1^e^GR~@q{I;l$P-3vZh2jHu=^c##-^|76NEZ0yhsM4#
zej^<GK#^HkMn@D%61`vFzWTb)+7me+L8A1=u2&rw%D18N5U*h6t+|hC2||sxX*zuB
zxC&CV^%@0vSM*QS?ETOFA<O4jwrp#eBxcC~gv@J9_1bryGEtS&(kE&!Um&r)yLrlA
zFr$TiN+q2rr9)gVIDT(<zmXlz@AA29yCjTgD}e9SsamKD8-Ostv+ROExh&{sxCod2
zpCs1vBsiLsz^rjn##qEC6HN-2Tk6l9jAzmFu$6nm`S23Fk>iPW4&$2KFdUoo+dLfG
z?(6kw8f{a|sl^N4<$SJJUzf$_D0HpUIcEWA1;-z>b;oO}z<DrN4hAQIJ+fnacW?ua
zeBA^oLG;NMUM)U{rDY2_t6lMBNGE~*BZdNT7OCkZwwH;Db6D3>b1(fO?38$k7GKl4
zsl|`jk7pR+$Cq~)Z<L-iyk-P$oULG|lI`+RTC5DA(i~;z0klf-t`tY{)b`1e_pNUN
zs`KPO<dOf`-ig5V{H0CVKt$;u3$uQBE*^Q(ZFlXWqhCv8FlEwI%ndFqQV14Sx{@{e
zB|^N$mrTUy(DrNP`|Toa5$p<0b9`B_Re6SH`Br(85t%J&({f<#ZDj2}WxQQsCYw4M
z>tt%uG?fL4-S=Ib6G`Cs1pmbQTOdi_F`huuRD|5%m%tpIE!k4Ko=<TQ?FF4k3c}+M
zYU^dR#(0%KiGiO5K*cEv^NADRV&jiXqx<tlFnW+pdp0%--%#y0$io7Son<EpPrJYy
z>(A2NkB+(0D4`2G#b5hKVgP}2;jt>pLlVQoH~1`Vc28b3GpT3S-b6YYbX?BLFB+O`
z(!>00`+!mV&*71At>vNMpvFR0&9`dZ_~Z<wilQvd%bww@F@yWVJ7B#CR}P*q_qJ9F
z0pZxr`ij;5?V=hm$2jo#HWRSEhy5Ax;@bv>q?5<bQQnXqlAgHJNG*}29BjFRv+dxp
zueIL*I60(anq<t%{N{wHxHMV>+<}sxn0nhb0nw=dczHA8Dp+Sv&XsWu;XM(&h{HWu
z|D>zFg@!sgg>PzVLFVd}X`=VmaUsri735LS{osO4K1yk0QFN1mN+ffZowGxM8Gf#*
z(a2Kt!qkr~i_wtAE1^Z0SuEi^*Z8B?0o4Wa)p{kjX@i!M<-3A4xdV2lrivR(zvtoQ
zokK&FGpxPWpmVR=zbx;a6bmZ6IZ07puo*O^7TV*(GUD7=FXLljC8HUX|54ma<d|;W
zZtGIL@Y$`02NX;<97<SQivahYa&{W;R8v&gHY)>Eg6M&1h)a7qmVqMVClu#Wm|pTL
zueR{g;&lf%=NRyd*j*hN@ZDJ}u<t`epn_%10yR@cCY&Gga2MaNhLz5}v>TOFP()sY
zWJ!Xkz5L7CT{F0)pdbS>vUkc-#+1urwUPw$;p)<=<L66SJ`aB1UXkZ4cXh;VJDu}C
zrd&lqG{Fi`<~mjL*3x~T>-_}62vZ3Y0@|}}inToNGi!{b5D}6om!dtBoI=x3`k^61
z(SS~7qU%iw5{sqH9}NL1lz*T(QhVBRcMMd=<EUww3-kHY%o`R?erMM-)Q(MarS^Y=
zt9mDDfk4{bhMikAA)%_>9rflNZBuqWkx%mKp;MttRzcX;X7CAj;^Lc1s#6(3a^8`>
zMlaj#h4hLS8L=e@()4_-ox^L2_lT}YuCV}C2D7D>H#`H9ie5m5F=uqD01sBWo|hF;
z$}$J)S+H-%k)ml?sRWc+W+)Tyd1xi>Pekl>zTcbp6TN5Q6Zu()PloHOqk<fVoqQP=
zZQv^$PqZA7sXF!fY|G`7RavqB=<&yr923lbWh1`#Cj{Z1Nk?eVlp^*(WNUT#ANy}E
zeoxk`3LHvO49+cV?^M91SZX$!dc~E0SZ8YUAya4J*a*^=!$5&Vic;&99;B;(kH%e1
zSy1vzO%hA6QQp|GV1r(kB{8=#|1v~f-BmFv!}1y_wI{!<9z&H}4jYQmWI)e^D(Y%8
zLiJFb(O(ujPGS1pDs|YBoP7<8#n*!N1W(K!7&H7|nVJV74~tre`K+Xs##Y>p+JDg`
zMX(5#j1E+39d6mXEVZw$Drl<R9Zvo5#2N}kO;l9)CMV|`gkb;Ck^5lwvg2kWzjSMB
zE8sWL!3rB>VyOv)k)O*?YU^QcroP#G7}L!Ppv{&vmDkC*Moi*1o|=k$peBd+Hy1ZS
zqwx|=i-vPh9StY*n|a~acD`lZoR_%kb=MN~gnGis0PXH1R8uEcZl<@5`Jh_R`>S$#
zFJaC44~!9?LFdM^`Slz?`O`6Bib_e5@vW>c80agsGJg_NqYbw5di+X%+&Z_Tojdnl
zA7{~L7=MWU{v{y<isUPS%`OPaUoNYZ0tEw_gxPRw8(y|w5*)FPs@1L;?<cM>mx7=U
zj+kfkHoX2O9#P>oYzT&pj`Lv#>QjSbO!h-+pcBO^*k)>0y7sOHzYp<W+&{^wMWCQw
z?5>Xk;*BrOXy${XA|kzIJr&>B(l`-Kb*&Iy>;5?NJ%81d*O#^YvVewOf2KUztR}4|
z;iLc56;>DzkF~4=Dz3Es_m)^yN0PSDb}-#Wd(`(O>1kSXTJqCxx4+Yd*M(d0k=80^
zgXP;qK^k&|pue@MM{SV1t9kajAD{YW<JIR>08!-|h?|ISl(h@?6;X=pngDGzF_T}$
zY_25Jx9aD`S(hPF%04%2m8-o{gk5H~V<4}}$l#^a!^E$4o+UpeN%ng^XU&K48nXFE
zmkRd$)to`z0jkoccWyAbg|#$Vyqyu{dz>4j0gm~-q2!jD0LalQM#RLi;RAsk(%=Y<
zlYECTToO$1!B1f%Q-U)VG`pB2G<Q^L;M0SUU)we`9BUO@Cw4%z6A1ebPm1a)NfH#X
z^;`2rkT*YOZK^0g2Old6q&#Z0^Hb)IOpbs!ce$dQ#$_u9+#ZO*Da%uJl;@B_-aZlJ
zmR&2@_0mbF4$=;&#glhe^Gv6BaTuyzpGj7m$F|ZzpQ={Aux}bkd)QS~6#I(g|ALKG
z=CxCay^sy9CZZaMTBkjRST6hA=PaM}hfKZD8hmIZ)yJW4*!dAMlbu}Avbm8%R#6J~
zWE=6arFS-lKA+~*a-`ps4M(t~u}k&MR`6{_)bCEAfUf{%v|da3)s34YJ{WxLU_Gs9
zQuU*Im)-?4DGS7v58$(vaV<qgmITye@Ouu$=`?lJwN|<ynb_f2xfv_hX@m(`{K-tS
z^Co|%tL-hJLvt@IoPV`rDo#sm);S40n!boiX&<ko?N4(rKnehSYB+6$?3kg?qg{za
ze>?P%bRSncGCLPnrp7~qo#jXE;bNj;Wrv3>-e}h1<TUeZt!CH60Ur}A4@1n2A&X(H
zr4m^TI$ltHy<!#_<vX@w`Fi30O%e*xeB(bqRHb_|Wo%~#q{_T=<5PH)H$E;wKo%XD
ze7N>^w4Ug?U&bHb+fc4LI1ULL-z!Wjy$b6%YmwBy{S^9wxt%1BGY&8QczasHKkqoN
zJHsW<8WyOEJvC|f4rZJ2I|iosaZgGT5@va26^kyQT!Ay4l@OCu0DsC#(ay*joRP>v
zRa!BEW-)9c@6=A+o?m^IDkbK*t12I9R#aA4&fhCFqdv&4Hl(PaLU(78=p@y;`1ZkB
zphEqW_;^{7+nE<?>d3>{yj5T-kA-8UoSuD!RZ}HQGfsP2Fe(pVU#!yK4iS!|cV5Ak
z5AFD&5QS^6Syr%{TGRVOa!7OOk5Q4wap7<t)S_5Txdbq@w36CU{SIqps^Ps9jD$fC
ze?qOd$(xBgLj+ttt6dNTRu=;(QhZy%x!-b^CcGoXfb)n2yM3%9P}`YL5B>C&a|`%J
zq~*hgBJKVfK#;DGaC!NMQJty`#nCjqUL?TTwvD3)WB~}IbYjneZHA?plb0iMZJ<~3
zAsr=4Nr^Tn3x61ip~X7Sjqzo!+CIb>J)DTTgAtLMZmS0Yy}6^LW#DM`wei@edFnuY
zb#z<RL7I^F7=3xlq^yTuG>LZM-W)fMPOpa|uA>$O4IwsG%8Rer)tG3Jp_xdQ*AFQ9
zvS2SdX3Wi>={+g}D5>XQu9dLeyeHjyv7MUv#vwn<Psh!mj|4uj-sM_rs!ri^cu}En
zhaTfVq*#U@kUKE%<XP^z*!X%<LTU=b>|cAh5uiTjrK)iKXJPWXGzX^4S8p_J-Eq{=
zUlr60Z_({vk=L=?mb~f^nYR%XG_)Mh99-M)+{e+Vif~l@Rk0o0<eSiqCl_b``q$2c
z<yfiFLvVLd|G79vI`6*un)*}XW}yX}-7nDaEM!D9aUQ_d{8vv2@35Bhq#8c+QX;H&
zTSVSNnv6jrQ~N+*%@78x0_?je_MpR&!a6(EQ~#VO8;n%}dl`eu7f&%SS=6WOA1V17
zz(j147jxaMyrGuL+^pUl0;EAH_#~slLwN4IMu#LW6{EZcC${$}H5$jrobhUM>qvR!
zA79;~e@K$OR2<C6s`A=ynAqVA(SQF&+?y#a{dPqI?y(bhO^WA|Ovl$uf`8>D62A<7
zjy^d$d1$<RGNb?NuUF!8?dT5XZ-l>U!oVfTNl&rGy+gzwum4#*3jPhQ+j=af7%K)4
zGygNw0{ra2?m2C^lN|=@@8oB2x%#sm*Q(~;`^Y2zH5AdNmFECD;R3P3Gx7d2mH#ur
zhl=z64J+vL_Du@gc0#gxQ^t{vLU*HG$Gw82>_AB1@S}d6^?|GnAAr1qPRQLVy~o|v
z_u<6Cb}BjeB-Fz6aCm&vsl<~AsC7~H8wvy0pjq_LR^<m5?C$Ev*xo0?m`dw2IWP{N
zmg|s{MX}i;E~1f>f#W~!+hP3DJx9^^7x6Pm(k7K7Kmt$i!?CMl=qSVuKv6fS{3NY*
zI}9CO_#x3^0{R(nUg=?aPzy`jveQW(-ohXw%%B;d_6PIq;bAkTP<RK;)>k_TF7v0)
zF3zsXKWu&ti&s1k39+}^d;$G?<s-n0v2CZ6d*4ZSa8O##$>w}F*uFg$)Mgd@fNM>3
zo|8tPt1>E2x?JmTdn&HkB(Le;|C&+1p(@FRuLsnT^WBY>C!%JJ^Vx0hlN+`3)L&~g
zq5Tw&8{}5xKV`Y-b3kXb4Tw1y*RFa?yjcp4uPE*Z+pS#FTt?4#<S!1~-z9(W-1TUu
z;3^u$S7N^fr}DKgnVLG=6`I<Kn3~Ei)ga$naA~>R|2{^(+s$Ly6sX_fj$u-LjG8&W
zlCmGC7qbfSEfR9_7l>XmJ3PX<7;guxt_{B0Tt3^G(!Rf2%ZD%yQyIAp6Z(^@YZBg|
zacEt;X;pgR=jFLh=xpVp;idEQDSy$e>)G-q&zpCz9*N@KI$KyF57K?{HrfQICTCN;
zr<Q$RAbs*vQE(6Z71k0T=-{w>b>tx7AdicJpNH(~v(US}i=xJ}Y*9)poWgecdTjR*
z**9cKD0iF=EU&<Mu6w%`JMm6MI=Z_p0HVmFxy0d!WqO>>vq_(!qQG0;x_S}zI`;@a
z{Rh$11OfA2J&Zmmme}PY%mq5!I`-ll#zNsm9FO|g6m>)4A?Dmj-ZdE|iTM&9ddK4a
z8GPu)6yi(0a#(G(m~GcC2%kaW2YFI`_*|AuIQwHdtaHJ9rq9+ja$#y@1OqydTr4;9
z`;C%+-KEI<+k&~td?sTrbt~(!)q-%s&KzS#VS%~=ggl``!TJt~Q1F3s*zOQZQCs(9
zB<hOzB*&YTq7a0Rjx>m#_LHSfx(zz@ZEOe@wg&MD0u*%xF*O~5kM<G$t7Qp`(Xiw9
z-$a&RMavfIK~RkWzNQ-b9VVu>O}!L{@|y&Tu&Q1~+cTZU2HQiIVQscY)1kxr`paB3
zJzAF~RaLCAxFo!q%15W3ff<jt0Brj`OY7!9!G@s)HW!Kx^fcxksvI3v@_PYCVZU#;
zcK*tsNwzi&-?q)8kT?u=u^;+YiY;t8f>MM~l(Eg@idZDI>-pc>$m;7!GORe*>UaLE
zqi?=re<Yd-j8Ks)yt<cbR0rD0S!IU5dKX=lSYv=DLTfwcCZ0m?yz>~fctOukGuZ}F
z)GrO;V|kt|nLAB6RTGvjQ`RFo3MdcTI^;>;tTsytjRWt^_ia}J4h~!yS+6o05nkHo
zzWMpp;{wOVS*ZDbU_QRON@ni<?!JA$=6ut(M%@Hn3id6mgxlAslS&|E`JjM6Dm)4t
zta~x!wATwtO?~%CbF5NRo#5~f@nvAsZ!##_PJM-}5`8Mls3(l3D{N=-vVI^Tb|`=)
zZ1uNHe_OKs$)pIg?q$LRxX=`|PJ@eoa_MB^2#B^#iB4`464GhZnIk$pK^_ARi;X9S
zASIiI*b2DZb;%?wniRHI)5&)9AcP%@Y8!JCUP(auyg;qyfEnG@E~~aD<<Q{@yqv#3
z-I%CvK4coNCA{BaKPdZ?PL|!{^=ECOSW1oFG^H)`{Ri<_I$6A>cnI9pA228{NzB4g
z8H!$^jaZ-qzy-`p%{+%S=kwR_Gbs@DKj?A*D5Jn`_?i3bk;eSlQtiGfBFTDfq;Kwt
zs)x!K_e-~p_ZPov%obsWfJq%ZH#hm0MD^FR!9(ne^e(2ZF3tUY>PHeP(dL0?O)IYU
zu6yy<xhk{Dq88*{l9}i)N%$cHU{v%6mV3I@t~V?j9EY_fKId6N4Z^sd+);yadi8+Y
zJrVW+N5o2^q+NJl5z23k4+VN9n^+)RNoSOZ!im-z`1n>uJwjovf*$6=4{5^il5s51
zzM!_b9Y^}ekFL%Ycg7HP&JA5k?F4STzt+Qa?`<c~PQT*0?L1G@0xWZ*$u3dD^uo<*
zzzlddyQN12FD=$e;#FRmG3{F~ZnfN2yj130a6rBN>6+o>4xWp>GV|DFU|p^XLlbe0
zU8$I+?+aAoR|06&D%FAe!9PEtInqvhdjnO^7I)hB2b#q2kD>^Mg+%n7apL!l2St&r
zT<*c(3np%rG*GXX3()J}lbkC5T_B1NNBD6;4b)!0%UmTd{2E5rdc~BF)`}pUj~;AO
zEEe#=$`bB+&g9m&7zWDOBr*BpEnv)b(*D;UxrIN(uY}xSW@#XyhC*;F(}(RjqLVrx
zjyj092I6p7!zK?Qyek=lF)sTAf{#8vbi=^@L?<S5<3S^k(XvX&Cb$6<_xKn$7H@ZC
zN2$vhnS!-iUuG#q(ubx4&|j^|^J^)YEE|yC7M_G3S4z}T#eE>s;RH`!XmO2fapt^>
zh|qDT1i+{8O_!+JzD$hc=}VDUTDf?~O00z2D66qgs{|gv<A71zFJNK-FMajxoiaYA
zJ`(a_6b}mteg!)ivQ3VCt-^qN{B1Y$^B2$0h+iE(vF*`?xQD<aEB#laFG&~(VSRE;
zdJV_y@&zMwpIUqB@Zs}iQjJF%A4WoXl0QuDKOKT!(cnfyk)4Z~$URi>en0T{GdGwv
zktPtFsASIyH6onU!w~<wQJ*Hecf^^sj79P*B}g(!|8p)r!EW}LAu-^RKU`m!IZ5b$
zehHqbE+pE}KoC9RBk%eZv7n(kB+UJYPz8_nAH57F__)|O>Hmjfp+18zIsfq({BF|+
z(vZh@9;YwwlmUKcWd|#L2kpP;_An=Rev+%H!wk)5GJGNt7%>+6XHWc)9eD0SCuJ)V
zf|AzSYI)1lfkHnCP0xu}qyI@QH<)*6$pq@SkE}tcuK$jNWiIk>qG^CoMTPjd8dx5e
zlB!`?RA}SS2KlSY-xT`yfK>lq9FWYM2a@!C_D%RRuT;N<1bc4ZPEyK%7eG>o81;7N
zV)#)?g4vA}HB}qreBk4HuQyg6k>AO-MwnaChV2JJeWY;{EBe7D1XuUW_dO~Hy)jCs
z#U?;PfXf$4f<$ChvIllEd*!>K+ZpW@v(*9m*8ac{1U>b>SvQtkaQkBYvvj8@d!M^!
zRqZLG-2Qk!k-ISP#mU61;HoWcSJQd}aO%R0{qv{L@4pNRRSAQ8R{Y06F1ijb$H0Bj
zQik!3-$W1WwFrg&METx4x3+TbN6Mp`!k$t#7F{uMbJg>L%7l?qI}74RCbi3KhmIYD
z;{LclbcX`*Qa*yGZdWCz9f|fQGX4deHI`Uh`=ko=tK0RXo-7GJ<Ps@W3#R%$<}?`>
z02lWg4$<g9A3tvJw;D+QnjFt^BD0|@?5FPP_bc@J#?JHC(ZKxzEhZ@rZuRs(36||Q
z^YXBt?w|O9IH9QoJ`v^P7tLFjM5Gn~T^~a#Be$GUpEWTbHBo3*LfNDWp<xxzui~2a
z0tqti?=~HVx7NdA!@v%+4I1#Y$=^L~fPZX~A=6(SbXip0y#4vkJO!iM#}w;q^K~qF
zH8UAMcNa>o-z6QLr|U?GaUNS(*cez6HU8PtyR^1Yi>zO{wZ7~L#%e<5J(e#29evxM
z=s2+0J4&Y5<7X^xbdvl)Erxkmn%?Y>Gd?ew+}_vB9=Gg~JT7?~S+6pTCWf*lK~wRB
ztQd}ZWO24YkYAWMuaC{b^l}&-FKLS{`8s!4>-zpRd?p=7yLIfZdh7lp$pp}Oon=iT
zX>f(-J0bN)x{#p!YZGmpx3A9gZj?r@$1Nhd9%3Z9mcz*cktQ}P?>3C|-73XR_e_j!
z)A#xv^mIvs+4kEu^|uYKW(fu;fOl51io#jHDl4%DZl(Pdq8B$Bb{re23pcFB<i<$W
z>I+WHg4J-XBEf><P+;*;swRf6AG##v_n^Qs1oTmGc=b<XegTEHNfldmz(+OtQ%|Ij
ziV69*zGE4QY>wwqsuUCym`XQy5@Wy*HTBcqcPq(E`vsbqdbLk%`abtNZ3|gC7Of11
z%FgQgFrI*Wc}YUd`y_2zpT#R!+5}llXzZoU%^|<_S}&#QBOW<8K}KBNYrBbJ+5}(x
zTo6ul<#Nr{6)T2W|I(I1ZD7y%^yrH)Zpj%ibZmaRe9G8Wy8otCX1DG4AjSq4m@|Yl
zZcwlb==|$zzSkOY$O7I%t3}+dg$%<u7U-2vjGt!g!zS(Q>$Qoq1Vozy0h61hHs^|T
zCD9g_JS@IEkQC0~&D#X|FG0;YZ0sSdGl@wgi^XV;I`W3m7nS#L!<(+vD0c8m7+v@T
z!9`*+U7w2F@<yWyJK3gDeJ8SNW-c3Kes`ZpQA%DgV%o>UoMdEa+n=8#79Ll7C9ElX
zjWH;<X3u~DpMLw=1~^WdLknkw+)$XmJDh0Mv)xl0KZP%G3Za_WuL}4v;`*Q`++hDD
zjjhsW$P3n(*v^|)2njE2h*TmpRqgFiXcX+^$_PPJeE05BnAbrG4m#4z$N5C`)P0=J
z=efCRy3q5TdwNmOLoF-m%#ZrQTtY+c+9e>j=FGZElj$<-Yo&!0_$uBWm$huBk8?Ag
z=ijNf9b~I?Z$ENu?i;VH0KeG8)J^6rgb3kb);!KBllWhXDbxhNSECKh3x^B7gpv2g
zOvX!{v2~frgLpWiUD`i?-enDkDKOYGgH1xBV>a=E)AHW)bJ2o+{fWibH7?zP$!z=M
zsQl~ks8O4mdO~Tz){L;v!+KD9n;785UI}T+KI<Y<wG6DNhqh#xuE?#fpBORSw~kON
zwz<CTBO^0vz44Dh8geDidQnEOb#-&<>1p;yY1aL&L0hE%=oIL*j<T~jx_VZl5|jo%
zUYxVLQrz~w2TYBa;D0GAksAMlm7xn*eNpC{1eQ$tPZ&TNxP?v0%0njCc)$J4YYTFU
z=->2mWU6O7xR)X_$+L<cyf1Dpc;*yD3qO0M#xfwhBX}V6OJ6stzCqDtS{z<b1<TE0
z=@83=&zvQ9*%xESR8YDxztdFgQDM!XdKkaQKtrOVw0Uyl{oQO)c>mGm7C|54me7g*
zc5VwGPX^~v<F`@#i|RxBae@_5V6CN<I(0qF7BIx4J=wFml-I~(IIdG4RgnKCd^}oS
zJ5|xOarrHFc#lW;?I#bjk9>bf9&}fL;H!}DF@rv<^^;JLL^PbO0NxVrgpTYuLo85Z
z<3tAAw7Ao7R|pi2aorrI1=5}K*KH{-m-ibReBed-{tQn3A)8BP1v@O?1PY$9SJ)=@
zHV@3|xwy#HQTv#`=X|tph+k>*Yq0d4V!soS0m}(~$X<yjZTy7N9<_1jg^7i73H#k#
zPyb%dK4QmCWxraeX)(R!Aau>&@Q8o;-&<tafG<PnZ|u|dZ(h}!#nE~FAVmHfEsEm*
zOJ;pm+0BahyGu9he@P6b04|UGznUU`<@;~a_~zY4p#9w?ipLY{y?q3lhmm05=5MYW
zg87e8f!ifEf9~>_ikK06SOyqPa++5pe|=oQM<PBBQR`niMUQb0q4d!x<o_>%ybJml
zw^J0J$%_BoB|pNy)c*fH$o<c--n0BYJMgXzb$bLwft{Q}_Wu)_6Z1ZqAYh#NMGwpg
zf6=*v^vRyV4Yu|<lKlIb55E)Se=tzW;NJrWbM*gC`$X!SHwXe?Qi?BQ^Ee%LvX=&h
zrrlZ@l3*~&Q21mVT}sK?ANbra+Vwrc%~b;9;(3<Kw1CH@{7J^Z!VSu*y+wBPBT{q5
zCHioHN%0F$vd`Lz_d$b$AsN<_0S1h+2sWWeIvUugs-@ttw2gdC;87RObUtRY@k3>k
zPiFKx9)4<73Ow2wuxTpMW_}Bqiw}yTqXops;F0#ou5FSpuC{kcBmV~q_0=!b?*F-E
zo}HPNk*>>sn`G7*GPCQ?vIHTW46&+Ojl0B%L2J~)thEK{-5<>&?*;InhCn)BocwOY
zz_57c*};L0eFEv#!S>cK5Jm;?w8}23@YIZ<dD532r-`B^t_N`GI1Vt*?i&8=J7uY@
zU)BO8qB)dv_ax~o+cCWv!x$L{J{UZSjA|rEIhnJavlc34qG{m=EXGn9ny$#*cUnB4
zy(w!wq7gqvAl8oko&8+2pLuilCakJnQ~ayTj9Vou(FH(!t<)h{Qz2nAi?C~=B6(ff
zU8~4ES;hG(8_8IFsP*jhjKc$2(75_%ZD0(=sN04w<=Sh6yylFsA6;E!hkUn@;vZtH
zX`&n3E~YA#>R1|#3=L!JxWkj3j4Xxo)BzmqF3HvdTU!^k3_~vm<w?u}pN!lsT>p>h
z8m>HFyh54ix-TS@yiE`8Rw<B2^}Tv;=A<cBM>mpMe)W5lWqj}U+uCMQW7G4tH}CF{
zS@(YR$Owgz{NF9vuR^|P0#3@X4kIO)CG`-3xsuju?{=n=iL~e!%n&$~52K7Q=0-nu
z=8475DE&F(BBi}vho(Qyj%f7QZtPJS`6J)pbvKbo=wNKrfXt?9A=Dk3SFqOq2TmpM
z0NW1@%i&ngys=~!53g0*zum{)=q>uP1f!|OW_LcTIFF317gbTEP(EI66)L_s*-m~@
zOq><x#2V2V2Nq4=jW$-^Si7ztU%$cjA>s*_<Gggg(~40Q?u=&|$*f^|j~wwI6u&1k
z8D746LPIjIHP5e9m||O(h=vFsSIuUR1S?L};tZPf#CAZkTP4B8rIuy&`(7&f-E!Xg
z*B<4(soD4(iPCRTr%d+%?wRxC)&2ZEWk8y<?rN<ZpS4(j+HO|Nefr3C{8aqdlH08Z
zq9?RpUeaf+KJv7Jg6y>%V!I5F#z6wAe){`erZcLYz17#AJU4TzU+!YRCJnZDc>09c
zGJ#ZgZ!)IJ<qvT9(F!FH;ib#*xucK=_Sc|h48GGos&RL`kBcKa4&|cQ#DdF_-zNMW
z`&S^K8<yYEY0eAys2;LRAd*=a`o^$Fvi{=nhM?UA<$o>@*(b_ZEV*XshgAMfWOyw9
zc6?5Om7`{oTuhW@x;nzax1!KS0zP=_()hJrE4#U>O?#Q5Jsb#BMA(WmJzB+fjYx<e
zm;Wt7?nvZC(i>$193oTOPUyVY=3$(yopW*5EzR-VmE-Qzs3kY;ySSDsmw+&AZhARY
zavrbJyOM2$U}I-8N2AxRTgmFi4emTS6idfR5i|kF<JVq+G&qx$$2+yl;{y{qKjyCl
zb#(~<kf&y@-Cp5L=v^DA9?|yDN5`vS4&UYbPskJ<-v$0+LUz>}kN7RCsXjl^Bod?r
z@uApyTff4Iar(55wqmd#HCTd2=Np!$v;u635*bv3a{TF13GN+6gRQ)|?+MCzIs2`?
z2*k38nOa23)%Xxw=5cE{1I=C@U{(ABOR=Hhcv<HvJ3^Agm)X=~GjV217nd(|p8Npn
zTq%Q(?W3!bF(V%#g-D-VGHH?fdb=eKH-o@De<f5D*C9C<yEG_SU=ZuHm5f;JPJ=ZN
zlg+el6)mZelGVh{OwB+wTz7M4yQm;rXaul}*P!r~g(D}We`sNB%rbqW)Mow_p^wjf
z#fov_=Yh>|&ja;8xV2R60i9EaYe{RLiz-T>T*d)sA7=Y^9Y0g?xTh{#T6fZ&aLzi<
z*nH=yu7@>1H0@oqJolVe)7>wnRrGQ1lfky?73)uk9vk01!{@Q_f?nUeGg7v$Y1iB(
z8tWw>fVdKP&}!J!ucVFoTdmCJrGJtL8hRn)`w&r>!_K(<OvjYA<XJq%7wxfkFqQS5
z+eJVai-<_G&)+q-t%bIO_x+AeYx%8%W1i{PeQ+hqE*cRro`Cd4`^u4EYFRCU<uLI}
zFS1=P^7^bsA}P)tfR*Axe*nClf|a$kMuf3-xO99iDFgo9BFx(80-{W1T~5)&CI>}<
z+z&m0cl4R;)@SyqA40@&!+#2jd@Vc7=Wv`Fn;j1w8}t_OWio78v`-xa`n+Vbt-DTj
zoAhX9&-X%fb(x}lb2xt3MyBgnHL<_XTB@^Hhp6at+@m5<);^@7&Ot_5r5LBYT*da*
zDCY<xAOuzQpwI^E-LE;W4NI4L^6gOPFpK8n&zgi+ZJ^&tG1qh-9Cuay0Xn6=nI*3x
zpeiE{r4UGu4ux)4EQm2mhtRQrZ&>!Xn!ExPvjuL35=!41PG32Uz9noljLE4~?4;+q
za+Z2SPmurPJrZpvOhkx}5^U_MI-r;x`-28U*a+e+(zzzc=wqmdD&d(^C5z?966!(4
z0p{PIhrzr?^5j({iQLULZk`pkU4;9IjcX$x_c3#6lL+^X;~!vpWl#9d(6>Bz#6cy_
z*@k&KcvtdLSSX3oGt~{m3BKWQ8Rw$aaNSgiTBC5L-Itbclf<GIJXC>Y=*(<vT^$I}
zP_=UnUVawkg?59$9mFfpaG(f<VQeU5QW+V~ZT)9;fG#tQ`$?-9cLSH#hLoaS&af>Q
zD4Afm4{eoR#BUGxG8=4D1v33^g|3aVuO_;kl)nOMDY(2Yh?we|xo_TQ|6cFnC&kUL
zt88!WWeU+nS!*A_n~ZEaJSed~(p#P*(QA#2RDp5PH0T`@f)%1{<V*!v%?dsdogQuJ
z*!e@6-81PMvhEon5~Z&CeGK+MT)|^K+R9hIYVd|CN(HDy`XNsi?e$GPaPKhTx~jO!
z=Z2x*hxdc}T}QILJcn-N$7Ev5!k$rz@BN`W(3LDFC)WpNG`yBb$Rb&d(4;Y>5TM)<
zpb~F$ClFi54&Jpztv;7gx;w~)!Jnrn@*-9mv{(?4S;|18DJGQi^VHXXOeack$1=Bd
zuU{nGf-$12aoKb&6d%OCD18G8U{=94payM);|uXaJ|QGBfmpS8L<J$QF29&kA7B5N
z1|P8iALwA04W`~G*g)B1qZYDNST4IO9Yz*{KgdbbM?Pa?%{Mm|E*8R!Gxy>=3gLta
zq721h^q)eszNy(<4$kwIN~=~9^L_AwaL%(84Ht`A)nNO@BB8R59&AwvcUi}q-p|K?
zu<v-fnY$L^@c`G%T44eV2v-zXCIJ56+om=t%67JuMKgfoZZ!%jKQo%0kS2@k2nr0<
z=#@<|DK(^fgn4TY?`gFm#LChsb>l`6iSV0G7<$a3%H1K>__feAy5vqh=f_I%#Z<Ql
z@xLmp1`HhwjJ<Y<k0cJ`T-2u19H1Wyj!@r?;Ft=_3z*c+I66R-Y`%1yVAn{8`o*T?
zX_$cOeBgG=M3|YZ!@3?d(b_EHS>DT<NkU2VF7*oJu~O1!M5iVB;<OgQK$MVvgg2Ab
ze!X4$;^$Z_1#msNeOMt<QZll&ml5BraH{otuU2aF6jCEE7fmQkM4<systE`o%CNJ?
z&%)xcV({(QfCQqbp0os!8o@+Vv|v6fr(OpFz1S5s%F9Q);Z3%lh<^7H{5PXL_fDRc
z!(HC$_pP-S9x*4o%&sj*;}=b2Vr@C}gsV*uPAy_y@`PHg`t$Qg-dwIV-E8~AoeAMl
zxA{!UP~m8YW}N~@r3osa$W@84+U=fq=Ijxb%*u%X2noBMUiFGYjxz(gbgNbN)-5rM
zM~G!Y>@Kr=jp}L{m|zeQ3c7u58hA>}9N(29kG^rUVjas(y|Xn2zYe#jrrHB-b>fJJ
z)Lk^4jv5{vR3$;b>eZl5LI3)zZ1B}043;P$>vb(uAotg$5%Nn`Zc>-f`5?*&BRKE!
z4k@Hx+~NUAZ#Y%45(Y9MVeJu?4%2xXCm8}ub0Sj74)O^a+!+NwpK)_4C}EZYfkw^V
zl`hGr+s5tpymGN~z2oCcgG>|goK`w-^xiW|R-3MxTDi>{S>N|=mD#H}7!pM<g&-yu
za~_|tj84iySD6e>RB5|n;mvLD!%>2zUU_5)&+Vz8MX6Dz&)eU}(NLn<?`7x9WFiYe
z$tfsl_d@(I&)Y>PRV^GfrrC!KfqsXsqvOKI&7bMU4+kq6r!9-OG2QS6mg^5FV2uu<
zQPc)VOidac9DQ1@JYZ{g3n)aYHvS?%y-w~rRw*}42swg^dWJ#Xv7y}{C*u`$+y>OE
zZ@yvnjLBa3LsZz$=e=&hb*5%<t^vohAP)=w(yXG%Yt(s?DLN}i_dV_<av7cWOV5FI
z$~rxfdv`w62#!0b*k7^_rk*<_I`$av<stjTZ`Gm01aDh*`$B|N=TC+KXJu`SZfoi@
zOcN3BX^&Hm<M#(v6(HQ{?4v%ckoH-q<kRfBzi5u>A1+Oz26!uN=MJSyZ1==`wqKW{
z_^f6EdVzdo7aQi_TGZ^Zk{gC^<Nn^b{MSowGyZctbb9Z(e0g;_jn?q4@$mo{vZ>$W
zj6B6P<HLM|`)4W}I{+dwuK{@ZHyeb|TO%Uo*xZfj_P+iSyB+{962%`kTkL80v-RPK
z+8+~s#8#Bt1rm(ydbBdWj;_R4QP(uCoXnfqF=EO}s)>{OhCkdwCkf9nJIihd9Gst1
zeu-4_3Lmm5+1Ruxykudj!i?3iI2Ro$vJ?1T$AiMi$NoyQ8f9mGDYfI1p+BixS{u3w
zt`mYpOLnz&<d^9ekkU@pe4iR})3}rS=BK`RkgX?4s229v6jf4>ScV!SqaF1}F{d{Q
zEq0(i1w`<a<IFRIh=Mz$MFr!Q*3%iC8PnbiGIeYFXZhF%(3j*;Ht^&a3B2NEwu$Uj
zP4wRM8M`z(Wxoem6pP^yXfGwuo;EJ1+(eZZU~&JxX5Z58sQc95f=@VjApQ!mh{#yM
zy?;f;ZgG}=;uwduVf5BwYZ7iJ=Z^|6PU(6Ww<pwHRzWmdj6vSg*C0G;*Jp3}mkb<S
zY7kkgca?<~pBk2}rSsUB3u+pa7z3(#2J(#f!Kcz+fxExk=$o6Bzc(a!O9K{_Y29PM
zabAPZby4eDo**1zo9<hK>m0;4lPA85UBJs^qy8vDthiA;$5tYI1B;l5pn6sfC|;lN
z{k4gaVMzTBX_q+o_RgTURRqe!N8vQEt1?;_AUFOmogP1eA;^4i$2TrnBW#cGzb*;V
zeu^q)m32_Hsi<p!`#3x^b;OP!oYTre3UzK%GFMf6OPc%&ZW?^w3+GyH9~$K5Yw{7&
zo8x{;<((Jx<KKAaFuM2VjI$7kqEkbPw8GN&U}t7<zLHt7xFyo7eYrr^VhM@&6Pf^&
z7O*0Q!BCq7xaUTG={_IKk^J`lg1fi|H(a$f%jyVF!SrtP)TnrNtPC7KeueVrQlon5
z$3ll5#HK(r6XEUood{odhCxkGg?GWtyMAUA9{^=OoTV62P}7l6?f0f~D2Up_MBRr~
z@B=!b0oa(2%GBD@#yffq<^1;Brt={CgPW!ak>Z8E7i^%yyuUI3L30|j(<*vTtFeD$
zO+$CwH+`?47<B{eKJ+mO9j=OKeVLVk)^&ooOJ@G*%us!-Y<#+~o=}77gm;UB<m=3O
zlZ>xh7Ew`BbJ$(feokv&%xzqHLI<w7YZ>{nG0}Jp=L_Ne*?x_IEc2tRUiOE?SbFMv
z>)ced*^T?ikHHN)T2R>N*$ltUc{HIRmIluApv15-tJscFlkSx0|B$~TCw{_k<nNEL
zB|&V$Sb}YTJRg)YI360-6vI9-2vpeoC8>%hA={~`;#}{1`esU}Ck2H2+Orwau#9kC
z-gRhix0EY5nXV<}tD0#Hh(P$~p9e3@&{IG<a${BM>?uz80@X+I1s~bXtj!sztW}$I
z$`ws~*S-1Ks^Q9%X_ZUe3PQ5%)%q^*HNov+ybvRJ5X4N+DzGNMi|v83|BOGkJx8Cl
zqL>sP6A6g_+gIuK`^o>M@~4!1=C7~7|Dc3F`P_UJyLB*8|MAsB>m=w;xgnuFaYm2P
z{6|_mHNh|WtOmYQhRgp?ubPkKQ>0v&&agD_iGu&#G2=5aVlpJZ{f8L;>G=QQBumG0
zzyCY-owAGUzsdHP&B7?5XejT7^f#Fp`eF30TeWK2AJPiMd%un=vG$vM?56vB+E4HF
zJw#1a9^MhIBK!LVY*WbcTTRBf$Girz@05lGxc?WS@yDM2(TeT=w^|wF**G`}?*3nV
zy<>QtZPzW_G*-igjT+ldnl!f2*tTspwr$(CZKJVmeXHsHyw7`g@BRH=>$o_t^PF?c
zF~;Qj8;AXfIB^@$Yn%L=w$Yf7TT)Bbw+s?={E{s{EmMWPoZwP0hp0nxDexye=fyhq
z;EqWwk{gTnGv)Koy?`~WqW*a+f$5%gToidK?+k+;3cXVK${FLpsy%z;wdj;awL`p>
z)R@NROPOuYwxFoIE(r@=xHRvmrk#E=NrojCwMl^u)v~s=bD$>o@X-y^?U{Y3-><2|
z7bK&77n`izL>TPb9p!LeK(p19RMJB$RrBgj(A2en&juyCeMZJCB(+3y=^X|>q$Dny
z**#-6{Tg;MWy>t{rPJz|6Wgc!JdN8Bkr#pC-Gs{!_IU(r;<!izn}bpIioF&&(e4%q
zDVr|Sra}q60#^O;?B6%C{NB9m{e2_&YqCWo%ZhI3X{qWsYl~R{6I)@|=hv>44D^jl
z2&B7JvIhB7tckWYwt7rQ)+Hr2{O1P`M1&@fuS}{p&0kPYtOYY0&sVm$f0@4(U?(BS
zWK6$*VR(=QS;vcJdm@zfH4gV3Ugd^N-8qTmHr>xEF*;K#sh{S!n=p<5-1+Iu#M@<5
z@rS{vl`+rt*PWT=vzKSv0)QT<OaN2G(!=2!UF7;n@aU7>MXwpjA^IpjkqA?NoWTk!
z)7YwEsO|iCn&a|P)M>*gx*kX*>v}}eR(-u%O{F6G)+S9EEB;PPb7`Z?i27wn%mSm@
z{O^be{>`|F{T&g;JwY7*w~qhl{=UYG+T2i+P-v{hw10_Y@UaZHhFNv(Fy_UDLF3FK
z?qKDRtO2%obhM8ExyetG$B^SpoA(=!MqsheM0$iKE75rS1f|i)(CsV0DB2pUf@@H>
z%d~KE8@JSQJtCrdsrK!<J<pX8l3`W{Il$!M`sXk-+vb+Fno@Vd4U^BLfUt_qpuDUC
zYV~N6rOv)>ykz=$@#H}jca3Qn>3GA{0g1rr&}wG*>LmI>J++hVuiGJCuE3Yua_q*`
z`6(KB=8RoAQ`g-!>dS75Mqx=IMg!YBzxCGxHOUm4m4SH*d=&q`LSd5JOebFUvmTDY
zTw9vL;mt#|4d$6z((Fnp=H8*Hk@GiFB&?t79v-KKIU%*G@eir&cWIr202njw^YTZp
zS6;!(^P9Ao5>ny4BIlAfRSl`xJ-CL_v(hmQ_Zq_{2Aw_Xrz18c#hz-Xr$j7Rw^_eE
z1YZxP`8!r+>XsUDcS}V8Ac%WcN=bDPr4EBB_?a{QPg?*N#mf(!(eRpv8?0J{>aL}t
z8RETnU<G-FA{T51DvXCXvTFT&u<Q;|X@3Xzc6L-eHk<G9&{0BJwPqF5emQU~W5iKV
z4LJDi4CdMM^Bhi@7uD7Bd^@9#N+AcbOx!Icj$iV{q(pHJeDHJ|e+tWkhxyCSV@hxl
zta8Bj8m|t|cAaHGdiZk>cSj3rXV|MVqvZzA)K1#XM*dI<j}E1m-RUz0+GW-JI;!n>
z_nTsk)t79eWl?3V1!8iAG3O11l=hPgr^ZtAo=wA%q^EncmAw*+usfrZ^O{oWU+ImS
z(A644YK{b6p3DZ>DJ#$XXRmi=<NnuN>>_Y&xA!kXgoduT@M)u4>FpnuRzSAzG$c72
zgz1v6U<ARpd=`zgsOhuyh~Y^jHO4l96@{C@Uz<gk#+53p2b(3Wmld#MJB)FCi4I8w
zeo{Xl;&7xXa;^7k7W<X$U2P0&%nIKS^pMrB`@hzi|DfmLPPqF%v^i6*;pb#i7wa>4
zJHCzR!M;ON9&t{8N6!k4+g>c?3{E~fMJ5Mn-_Yh^(nka{4j{`Kws`}*ybRe!i+$zz
zF@JzKU(F14Qwa+SfrY!ibcvE0+!HQ5pP|G3nuEBIt$Nc@KRS2d)vEt~6Ne=3e&Md5
zlm2RGpx5bzN<?$#Lrq+{gbm@l>rGtvQe3Y}iQouX2ou)F%jL13>P)&6=3OgG)Yf@s
zwUNqX0~&;I8z5H~F(n-xD)m)tQuNM`*<u;BJ)tit9$?C5!3zRe98gwz#sx!Nzvgo0
zvG&RqWW7C7ghDWp`Fk5i`AwrEd*6ny4?P;|;hIc$8i^dcHEh9laZ0;J`nv6!O1YlP
zBm%1x!<igdQWq0J&-?5aC*2nB+!a+P4~hzldIwue)38nU)}!g$2kL8-)YKLG%cCVw
zGL7u3H@H@RSg-vuG;4%VikF)VHn^=PUu;P3-&trr+m>~qs!_sH!}d_*olPCoOXy!v
zSM+01jJIDpURAMAO-Ye6?9`cODcWz$DSlsHDj_)9NKvPIoyw7eV9c<-S$2q|^bnc?
zXDJ`orwK5-3?1iOi7V{n)Ki>n;fOt|@QaEjk2*2!)W1C#Mr93ezs9x)*iF7QTssO%
zy7U#*Px$--D37D|Nq%@mH(O(tQ1U}#C!G&lNPvIo6*5%m<X3SyI)ET|3(1BB`Q*W{
zBPdBlW>KrKXUbDkSR2+<<Md|L-vSjpJ0(}g#ppx&VJFp9<Kz=b#`Thfq~wc1`|F?@
zba>;-?KV2n<n)?zU7vp8>)loT+rA$qOXBrRPrOW3^Ko5LS9W1yt;lWeTiWjEaDAFZ
z)ej8GOs<xe2)pBMe6JXj;Rh(9i-h)v;S(wF7Rlm1eR9qQ)8#>?;!=(ml?AEYb4-1t
ziwx)`f>QBrTq0K#hr0oe?#aetjmDQb<~H^<Ei=yZvwZ0vC>k}#HG5UR?y0h~hLzhd
zS_2Y1+S`kDDJ8x}F`2N(P}GYvE@!k5r~#(lmwV>sUZVBfGqc9~I16r8H)qUE{iwNb
zOy~1FrsPU3R`E7KhSzL#iry<BDJp8#b;xsLc<^w)t@joP&Siooylh5hQe#R06*X}l
zqR_<~Ka@53I2=sYFDJ+%mb=TnRGskF3dfBL^1(nd7GI`uIHSv0`e~8yjd4@*W~$(8
zc@TdpCm!Rdj>U581^}5oF)=ecv3}?-W|l;@BQ4GG+l!y2T@ep;N&tOaDbn_tiiDkd
z4*oEgL3b^`Wxwl_@U$l>pj@I047Bp(&{A8^)lx+oD@ck(boD?h^V89$zWiH^ib*w-
znWGJ2u&PR6lJkO6WBh7wY$)aEiQ6WB9)W|-o5}Ai^uM{`=bf;Q75?UC93Ge#px=n`
z_Yyx}Z-pp5gyxPpze=Z&D89$40pl~frDLXnO0F;b<eN%;GjR-ayQgw?=rs#t3Qj1O
zovVxOoW7)NRaCqo{KOJ(yAd4WmCcC<bhb3Ok2BFg<?<LgN4!}A(tZn~e^_NaNNBNC
zyb?`ERl8glI<|c@D3(=Wu*Hj_3eO%6gUThEvlbpSZv25%)t^f?++4tTl(l;F0}IvG
zxi@-#6(Z@M?C)3FEtoc9s`HwzhS6QWtUa7M<_C)kpfGIHgegP;1MDb{>u#w`ZknUr
zpPTg_q-gi+PKHWhsk~*K=UqV}xQxcio&8H4qS?m7a|fpT98aB}%j~FEI^_h&hpRTd
zuqY?IR9UaW_7rvm0|_h*Ut=^}@%vZS8&Ickbz8)O7EO4?LX})+I#`m;iJ<1VKZslt
zwYe2&>>QB5eV>=F`j~p_jZ$3OtzRe%8uTn-5ObWdSB`;h8DD)d+GWmn*-lIy1y=i!
zr7*;hgrE!24~4q}tJbst0i5kz%)D4YBqCi+VWgZVN@$8MNq&VG;1&cAqlKMQ-{Myg
zbG?M<ber8ORpx%~GpU{i8p8InH3m6cF(zFIN#P#q6f^+qSNJ#|8%*RQC9f4LSckP`
zg|`6iIvOFNI-m0F{1~pWylf#iJx2Lds`^!6R;A1oYGf;&Ye-5Iyr||n4xa+Gh`*@2
zfbVzcA^)grVLKSdECzSIp<Z!cPnpNzzTutYHq~;ran$p<pN$Pm`ii849}6+mqbFD`
z75hq<1R8_ojW)wu2(RP-E9fXclj8`Sy7XF+VE#@rMy!shRp4*JstAN>{-rbYm556F
z@hcH+7jX=REjkgiKOp>)npE2!kaq}==w6fJ-(Jpb0~E}@^A<M2gwcr^#(d)U1GQ61
z^P)QHHe3SG(}D<t3`oZ+3XnDa@FF$AK4vHN7w8w{*TQsj?nCMffN|#TH^E?g`xs6I
z;iXbtIb@PUXXazWwKRR=q!`)Xx~ig~mtxk=Leu(EI%6fD?Y*^X_IXOTmwLmWKv;x*
zd?s-Uv!6o@X2k7&wJlnZsjHG@>#K9)kLem*@uWB+J1nQu=dnk<vq~k`B3yYG$QsmB
zKjf}lqv^cOGtuD$D*C`41KxGJ!!8Qe41BRw5LNWzg*vhdq`vb>hAmUDkNfWH51q8O
z$FwMYAW21}A2avw3qZ1Vz`w4`E@IKLzfz?}iqx>tBRi7;vG5FwF3W!c(bdcB>C5d&
zXO0WV2sDgMiXy=20v4bhkGlHYmqXJkz9(23u+(BW5^bmC>uN<<P{i>gfEiJY4Lz=T
zcb3Ny4B<S$V}W+V#D`ml4MBvUBu|S(q<A<cO7~6aCJs?8fogssBQUzJ!m(pwO4_OD
z6MjYSszUdWRI>rLdQOd836R$=G&rrTibElMeFrHt0UD;FJe>NX?e;8kZt`%3o|H(>
znW;qL6+Pcgwo$uoHF~-}wX3Z(>9^VC#C}d|eMTmNk;1=<=A5B)1sn8a7w*(fV1Rdf
zFr6tdB6d!3rna^9&niLfc80IJJ=+2>YA1$qf}Jr^L7rU>tyDTl7`eRCTHn)$(CwA5
zsE1eLUq+<$*mCQk>G2+LQ%i0DeO8Tqxc35$07RhnEPzTf%(bMiYYB(RG9x6?sDJo5
zb<ve0FkE<$ml6mSBv>LIwB>0n$+ev>C`a@wd`An#wc_jr!ijvhA?*=dH^XxAwiZUI
zhpongYjt+0xwzn1^Xsf|c+16|2bIJ(1(H^etyCK$5~$8eI5~OZHfQG~<`*4A4?Ai>
zDmz13SqY4gtFo6-EYpS_7R0l%Mu#FN>4yS=Uog&@E@Vo3s#wu<BSd97A&@VdBU{7U
zR$t|1NhS;T?*~3<)aI+kykY8s2U%>+^v86@dnSu3^Ew@{6ufLk?APq%-r<u&&kDWl
ziw#U<X3AU3Abj*s2w<yFTBPhzuR;k_&P9djoQ-^?I)*L^izl^k=_b!lDS?tLWhFs{
zSt*bMI`Jxx1?q%|70k^Y%^2@8k8TZ+nfY0`k~|k)G#pY~-&R$ah7dj%THdKzkXH}}
zp$SXw)4T((j`92wnw~|cvyG5Fh2ze;*N*)F#Q;N|TxL6i9D706D40i$K(g*F@6o}+
zu7NY}ekohF0f+@V7!{T^JC*$jo0<`0Q=tUeWgL`g%6EpDb{qg_5sJm3N2~PJ>Ko%R
z4T0lQjoDNjsc4|!2rO@geX^h+Jv@fH$0#DBWg{x3K3Z=fJZh^YtW`5F@1LHqEcAUT
zP?9nW<%!ST<EXjfv1l(Z=PDRZ5*4XfcYoxES-VLeBu$92tqU{5%L?ffRxk!tYgn}P
z|BV>o5&^m`(d!B^P89WZtNIR$%i-?K!FL1~{$I8b{7~}eF}V#s6N^%edFCH=%+o&v
z!a1j*y*#kBW^rw_T3WN_2o5|}&4oywtGj7v1<xNHnif%&RfBP0fjY^n-G?%?V=053
zJ-=}7Tp5gvnZlTl8hkP908RCS45*C*km}c@Y@ynDW~Ec(H4MJ%Vw-%E15?4szTVGZ
zr@^zF{pr0_R5Ue3#$+Zl`$@)&^o85PPJPYq7MmlkLRp+$s_SKZ&GA#C$=GU0%H;)}
zT?gnSNn}NZrd?ejxa(BAyVsR8x&OHJ7t1gvd+?Uq>)gv(h(+Dy<mao+^p3Z58Z*QI
zV|$jSQ`h|%r{b#4>Dg(8AHL!hUk!-i4aMF-L^g#!Z)YCO_}4FfBr&QWEfA1*E;`Wq
z2?i<Z-ereQ<jO-;sZn)hYwC6;aoyySrA$b?Q;!K614+J=ez3l*p)~*N`by6ydQT?{
z>$xH`r98J(b7-o~m%ZAL)V4z@Ng5aqESBE7?O8#<uG5_9*}0M6^Uj!Dnle;WqjBSK
zA2>{9b6Yw)WZyZz<pMfUOJ3@O{$tF8i%aX;xA5;bpM>R#dvzUtP<5RV@o7WMRnTe1
zpeVyI>0A(1`OC>Y;YIS0C(FFWPDyL>Q6YR2t+PGS$aIwsq%uK|OD)>c+q{X81Xpv+
z=?i8ei5meE7fKQR9h7G8dX@K}B&o&W!VXQ3@Mq{A7uI>yCXnvaX^{H*_Idzdfx5LZ
z8i+F{AMM}S5?hSP<kRIb=`?y8JYeXdy48K43^;qr#M<uS5HKQC=CYsJdpdEbXS#Gl
zy^v3$SHf!@ytv>LfPb4I%qQ^5L-&auk;w{*5^Z|th{8wy=I8co{^sXW!aiM8aUayd
zO#*F!Hyu5R=0;*k(%X-845}EE*)$}_w^2xnxL!(HtT29Gv#9vy_Vdeer&IcvyEbET
zdGFj(g%`bj#@n0MF;KFoDMvW}*9cML2%cc@v&~HH7`H3k5P``mBh3Vz!ajdim)zyu
zLJf@{E#b9?K~){Q)(yU?EBDBJx<w_)rPeZlF(>W^{G3N{S3<aW?ZXj!Ay(|(`p?%l
zaBt5a6lxA^@&&vN<mc-^B`+K+7<aOf-h8cqSn2Qg&XykATyG8>URjR@xvq*k?|rU+
zWDKq1bfFPZEo7d<@CKM*<z9-3#wj63b1B>7!rtFfoWtx!aqB2;VClrg@Ps!$Afy$n
z!4b_LR0w6$OSZm(ZNtcT#l<tVhM333L|JjSI-T#A^r?SMx$22m%&-WzQH{Sqwh~?|
zriUL`E}G#)Ue~}jpoY!rnAt9FwFGB?klZ;_!5gt6$?aH4vW{>2Ris5(wO!G?<(Xpz
z^I|K1x}%@1?5}th!RM89a)XC;nbKD=Mca`4)swLVCh+NguieW~+a;sY)ZG6CkvY!z
zhaNOJ)^0FXA7K{!t<oi}VEk5UyCD;kOHV3hCbqMU!l<_-6SqerLtLH@X2d}I-zif0
zTYxcTxY<ZAPxW1{8Ctf>r|Y}BCK&%|%TG8yT6G9n(;BB|_01t)e?}C1qj7sj$rHjq
z<e(EVXgg8Y0d;~0kDbR#Qos#|%<ot)o;0OXd*K+AL!T8rZ1(7dNF2bmqh=mUFBv%Q
z^Uow%QeY9{!JvaE>Kkc?AyaC1WfFl~jF7c;24JWz`GO>WK1Xt;hPX|hNB9)38-bBO
z7q2Tof>a7#iV5sw+*Y&Kh-tr6i=0y(S%r?Bl0KOw`&{8YeHj{s1%hrC1fd;M5al@F
zVWcX&l++#kY#b?29~2IY4hAC(q|u2EVDOFSEr@G)k!AFElnGL|6+CF)27HcB%JahK
z@cB`ei|M5o7qCXL!t*&sE~fL)EJAF7)Qk$|G;e^=J3&ALorhc{f%TX#22uLiCG-?*
zC+n3fNTqZQUsnN#hIaiOGJjW!QT>L@gK~E<$J9ayaUbyBI~4%wA-DW45YwJn2;6*7
zKCy(Gg{YfJb8hYF`QrncJDVA;axzojLD<v&j2Ww-=&vMT5i(pBQ1hAtb)2_Vv(Z>k
z(@!~%)*FvGNEpSPtH|IB6AL=8pVZ<!5orfZM^M5t1<gEuh}FLni~-FK<>I~yXIZ)b
zG%kJtK$gKb?J*nIs0ACFS35A#<$WO#p!u=~`bBD%@W+N-Pt&GVB%69)n8Yx)7g|`U
zstdD`wkJ*bx(^C!><cCWUp0TK+NcY_6#P4%nhlJN`>l-P{%^m=D>>wE<ePbsQeg4V
zgZQ7n;{T1b8~2EaV*j^|^81h-;sV@%?bpf2DA~vFCo~89m=@Muco5H-w7OKzsR#hL
z#aHQ0m$K3Mg)9~;k1BBjb-m`zkF=W~8Yz2S!s2>js0jy1tZB?!5sPUl9!;8pr7In9
zNZ>V%l9|ssu%E{^YOm1L)PmSqdncrUX8zp=5Gfq^llgOl@Zou`d-aY1H)%{_q#Bj=
zJt~wbIm$h(woUTGhg-C}O~$12EiSrWTY*<kC)~2RXF_sO`{N9MTI^HBDg6%L8gO(!
zYGKiA7@W=PQktiQ-)TNdjiJiRK(=NAA^M#MqQ@Q8gnUHkGdn@#(JkX?v!ksY>FKr{
zeD=rphyP#bDONdp@LlhU`!NeX!o9b4#VvG8uWdLWLurAUvAP?81m`zABp$uY*SbFP
z-7sftNs1+7U2BRKQwAb&=>@O0;O`962tCL3pz-$h8Jxa+<kCr9=(c#fE+Zae{e`$e
zw$_v69-X&KmHus0v9d)C;JkFR*KJONe2_n_5W`Zo7&19aNZLqi#PCR_C}4!nQ<eSi
z@Q@e!oLl}U2raiDS%T8rP6D9YAHmnjUuVbfw0t4J-F2M+C@D>hfBLnEM0w=#^{&~|
zFVt!G!037o7V7%h6LZ$EihKWx@^Us*ONI7_>t=a~GZK%h!bQ?SXvY+fA1%{|29fqL
zr*0RoDw}VD)9w#X2B$6?vvwGjNEocoI+!P{&<a#ecfufE=;Yzn^dD1W!JV2UTQA1O
zEnYU0yf>)7<GekC>i@LGg?@8B{BGK39)a5K_M$@nO{vm)4tOMO8Jl@P!eS?Ey|ony
z#n@J<AQBIR;d=;WxIo8rofQypm`;~Xun07>xSOMN^5ycHALhEd<LfsQow=2Mi!FD3
zH=7pSxBivTc1)<nv@1QM^-FsCZ&3-ui(<PA|ASvvP;lK_%VbA?7O`5YZ%KF^FKt&%
zw~5S#eki_^t-pB*K<F+7DA&{L+tqijF*jgAzJw}$ucI{OgUfyR1HJMuur3b?YVWYs
z+To24mje*xW)B846(dVoHxEg-p=9gQ`_<}p9<vZl0YfLhWP~W$Q>{}2>(ZyQ<+N3K
z$Ha$s*xNMc>w|;a+Z;^Ypa+a&q>0bMwcaQ+PY^m6>1v%oAs9WXsTOmXv|22Oiw)CI
z;4ZZ@YM%c-UCb~5^2NBZAJUrHE~=4ak$L9#J0MdEUOsGfYVTK!d38X)d|}jH9Ly8Z
zd))Qjrrzc7LVMi`b21=<lHGlVF-NOzmun;M*5N(ByxwV<dl?^pRXE!hb~gUSE_^xa
zc!cCZUgP)!kv3cE2=OCplEjq@h|;p`q8ZwtV)zPn)-c;2(7S?TVTIqY=XuOIt^Y0Q
zJU=Ff`R!^l(8BZw3PZqO{kWt<VTnHr7rc*W&M*<j+w238sOS#uK#GO+55enmL0R|f
z?W{`$6T2}YTSXa@3#R4dX1ANn73JhwqweJBQ%4gEj}Dc%+Y30Nm(r}<T-fS^oJ{69
z)|g)@*QjbK`-HCm(8R)=bAHb%b?KZb4}$4hsFfO>*KvD)u$+I&!quT=bSX@ottm|J
zQ+s;=<RBLn=i20STIC_7<HTWAT}nAFN>a{_HJ}p&4|0pP-D@G4MvI_WpH^C_RP^@p
ze8T0dC7P}gk98wxQQJhp1|$v-Je-YGAetPIX6DyxY(%!4o-}zv;^X<NwI4`h`8QB?
z5lLsOp&>GOTD5Ep6`rR*=X`9|jLO0BlI>PnTB=6nA=n8uu@JkgX-2AiKH;n3ZiAub
ztc#SoT@!^OYKEeytFoC%YjNANoTefl62)`p_z&DGWa8TOY^!j}f5+HbRhip}RU8d-
z-t-$wRX|n^sJ-cEPZxl#ynkt7ARbqemXmiFJpDOVRBjJ0npHPFE&H}u?qNOOrL&|b
zwHNntTZc}roRSt6g*9+_8?|6kqFN|N-(}IISz29_mp{ToI9UDYZHEao0~C*NLAR4N
z10rsUr#HIpI}qoX#7w;&lsq}*7$pB;z^uCo10tgc|E%Ss$5s5Y^iXb7V2crsxc?!k
zVa<8go7&Jp1XQ<~PJLA9szxBtog%J(m2Bn(+S;mRUiVTB0P58oXE)B2)aYDmLhGGN
z8zwuP!rxO#E|T~%YIlD^Zm@>nO#d}BLAt;WvfTf}N#eNuTs=eTFo&|q6`BBI*|2FY
zc)S_=qJC{`z6Z1@8hEw<jM)aDAkWg`Sl2eA64SE?NQ<i~MErUDcjMXGESLPBrPBw3
zB`CAkex}Lk5`fR@zc>|2R<X49nVXzdDexjcn<sK8jh$6FESSn4XlQ?gYx1%``N9=S
z1s#qgs)-9EksXW)aXnu~pYn!;$O?j>vDs@Xt8bhM*Z1^roC9c|%Dog@Fdrq9MuLS)
zP^7V4obal5x7?phumE7o#9xgNgJA&t8C(>>NPsBgk)eiz4al}Slh1x<t_U*(fb}&I
zxC6r{?9<1yryQv__>k_;VVgs~@?<{$!em7qIP+CvXLB|s$yk9cul#r^yr`-$@&Z_K
zr4<^ctlVemWxmH}Tl{RZ%?}O-0nD6i52N9d`Ci>d{t3Tj;2R8;VWl#=X<U-rHuMx2
zF&@V(LdSl|{Sa1JujXNE`mnyu@L2A%>r}uLx(8~{H`#IleamsYozL1}ciAt{aEI1B
zRJrjxRrfwfpo~o+vsomLi2$ICvZbUJtmC9+`TQ2xc&AbRp<vtJ?q=ed)Ohla`P46I
zA~at3?nYV9I-^yp&7|hDfJw5m$L4mRUcU0M&c^4=dTUDcpA4e-Eh}ng{%FjBusrIe
z0Te|L=-Y)o-X9CkZ$UzR>cR@`{rLa^K#;DES-`A62#S@d#W$QML;2%o8OQRWFb{e0
z?@rS8l8EA;1ZV>cVdA!O*1c_JxR>4R#?e8=Z+&ru_*@g^Yw{>bD~W;&--vVVnK4@a
zwSp_4dn0Q=kHU3_L;`UFA(S)VGwmBQ5UG8hv);BnIdP*Wh2!9EY1%O#f`>^o5pwBW
zhWn99$Yf(;R<+<$isEV!epF;ppPXA40)tHDm!DbrSU*1~?4>R}f_n1y66B@^u-S;F
zno+#4UyWW5Ucq$|jASa`Vkfr;{ER0)N?>D8&f2H*Ky^MdcIw0vN77qVO`tN6T_#op
z)&@gO-w9N*iLBd!xyjyzKtbEw=_V<n9YD~JIY`*Q@UQLykuJE0YhQM_91vhZG1w>i
zp<tREprp$#k+Rx+EguNMB%!M-kaGz|1pd_hDK*s?bXs32dsv{y<crD=rD6pD2)biq
zn=hUW=1INj7O16mvxrNTM>P@!%+@s*Zv^`Zgo0JW3vE}cXeZ2*Z5jEkGA7lSQd^3g
ziy;yUCDJk#4O_*SKYGl%M=#;K2d)BgQes~PF&_!K0Ak)S072dLVIm_VOIFUto!E|t
zOY)~B83*?2yOx}xC>Hz5`ghJRr+C2e8v_J*mC$??@d&}}Xf{hA51j7;pn2aJ+zT~l
zacHD^=eugspJN<^7WQKw`+kIq*a_jymf_Zk^X{EjkAG8XeabN(lE>9VYpk2k5Bm0k
zZCGZh=1*$rXp!#Zitb@!o`7l#s<bYKq2Lp0%(HY{KrA1S89C`g^8o`x8bYYx2hQi<
z#tD9orTyKP*>HR8KF1y95`CFZl9E?>9%9<vTJC^_!SSw@@xfj1SS(aLS-ck4QvRq<
zQOvG;q|YEW6Niv=)ngV8?De!s96Ob^XE;IZ5mQ61Kp<0l+hC@=$R`!9>axtkZVKPx
z`6WF#I{b58L8N6s`xC?C_|@CPxJSOL#^jiOH%5}y5A~*Po?o$TUA&g$m>#H1&vO04
zG3re+N7uDN!E$z({X_<UsYyfVfhJ-sF@0jKCLT86m{YU)SqtMtGle@lXCq8ssFzhq
zE%LOe0l7rxEK<?1oP2Inc<!;BX%OwP@7ky>`gN7G>4>#mM5G_X7%nDZ2rNI15yK}m
zEjR@ZBZ4s&#L+CdiEga=d>Li<{E*>d?gYP~m#*T)PfUf$ScI4wFm>+Fa@+q$VO&;f
z`wutH9NtS)G66l~npkcBv(6B}tiOM&iWxbzs~kGk{Du6HgHi&ZE%V<I9dcY$7AoZl
zo(@)<o-L3Ih#@AFAZp8NtIusJE32xhQKv_TYx~MKw$?WcCGm6GU{E0a`RE#|#Jm}R
z=dsBx-RK2E*^IwFoJ(51N+tmJee!7;Q2U;1k!MeO;jA$lwwuF20^d0h_??F$fK(d7
zR&H-+UP*P$vp*>uA^Jonyoq#6R2O8S@*A{?O3~FNRn1+-bQq|JYZ;dRRNlz?^3ly#
zO_M%i$IbTg3ea`7<f7oC61+t@=#Oy&=8}Q{s{_=JPbd47qF29Ejndnj3?)JF`@?Ct
z(1LvfRRCz!u*m8MYF|v-mlpZOz{TH?ot$5#^qB1I7M>%olJJ$ZVk${NX%QJ^DO939
zWGv8uTOJ~6anYf2u9qS({nwcIJQ>iBHwU8X>I3!;(s18;u4-%M#g#C&(ieXTtO|t1
ziLmQ{m|&qIi%`;a3|o)R#ryT>|Ck&3K-#s4Ii6|Gyk{=Jxwoaabb%F%dHCV*a4|2<
zGoSqB2z6T;n-OzLqyT{Y1z^UNPj2y+EkR|IBka5e<sQ%Q)zB9BZ<4L35@YnuCA>1L
za>~pOF2x-Z)njKP!nxQW;zJP%by(<myLF!0xT%-t7CvUhhLQ<{gUmfr^h*l}Vm1S-
zyFAMH<$UxtP@qy3-e0ZOG|2BitBIj>jbijMj#a2cWBY3@pere`jrzk3G$#OZy91V8
zy_caAOYGMFxL<Y-d^O=3=Q;wjt+7X)#A%jSv#~lIVuo&cIhT0!rIr713g*NVhgCw7
zejCvjn8+~m%ojI37o0dBT_EgK!BVNUPvSba5q%->Y<f|$r0){vMY{2cm!PL<dI}*8
zwE(hYR_0EZm*>)zK-^w=e3;j(VQ4)FFvlkpRPN&vE?Ar(p;VJuT1ugcxs%q#HziV`
zWuj**Mh)D)9Pm4z6}R|KePVk65=E2SqRATzHzTyR;P{OonFOM4KEQUs1_Nuyl^!1D
zu+zyDheH_tz#WllMY1Eg+8Bjr!0oJ}$Q!xhiXc54+@i!>D0<XeET@b;-}uK6fQUh{
z(OOd10R+@VL_QS2?69@W@>6vBRPVD9fZG+JznN?Ld%egJ7rp=bjnG<2*s3T{buok?
zqF!F>X?mXPd3bAT`GXoDIEweHA{Ii1m8)=n)JG1b<3yMXsF8Ix9iA=KZIJ#51jda1
z#&#ju1o)mtl|muASGs%RE5)IJ3rcC&kdvNFda9-?pw=?Kcc1$UU{sgI%fN)gUS18%
zm%MIp4=RX46L(wmElA@U*{uW}DPgnTj(nj-j6?O9pS#nGl5D>kSCV{9v{2Wb2&~jd
zgk$nq7>b%V`z(a~cX=UQM6ULaC>;p0A%}PM=SN;9`(~_ca=d`*`Cb8uEbN3UA4WZ6
zxrHV?UHSl_NX)*&yC%(_7|EIG5z$&skd4^S7>w-mkss)GK-7)y15~=#-*99>h$Ng<
zGtuLv8sw1gmx4>e<i2#S@U&Ets6E4^gAOs*glq?-_iF|)q2srxA8Z?nZAyzSH&TdM
z?5^MMViw8uc#=A=nuhZo>=)~9#V%-jd%)6nH?(Xg<c3n!+VEMWNs95~RTNy;+01a5
zhIrujqNvXq`(}%P=4QmDV))Df!4<$Q(Q~-hb{SF|t;{RiCy_8n_$)|8Tk$dL$dS|x
z8YLH^;dhoAOw<^Con^_ECktgxeQ&$`7vUyT1I?xWlibpzK``XKh$p$sEv&66TU)b(
z$*!%-a;AL%5#axzk~BXXH-vdl3?H4nV|!TG2SQ|+5M$CijYPXs+g7_er3{c;xQ4)`
z)sbYUPxYlO0H)BlwpNnCWj7r&e}c(IzsSiqTfYt2;7-}b5g}u7vF||>xTLA842{81
zLyi9%r~0)<sf+$+2UoQKpi97{I2Y-;ZD$wEb9vR2;QjNo7$5HoRYRaSS&0j&_?SZA
zbi?AF0kv#@{u?Lro`yk%f`rWm^NqT5$O{w=k&JtVEoypZej|1~Qai{?&x*-sXD!lj
zGgGa}X~=2#zY_i-24*;Pk^kaozmc-Oz`rk1N3NC><4@K4o@oG}Finh)@38J41<~)$
zcjE3Y9`CzY;LkJW20&?OfQ<6rJjReBCVt-kbv^`01|}vEt|Ou>Gu>%eg1_j-v#>2#
zBu0PE9GL34EYq@QIGAueyjipCe3Kk1NUH-gEia263uH`U^+mJliMw;)3D)@!)3ku=
z(vH{qA7-i(@6;!v!`kI0TlQ{nYBd8ze*Rv-usIEn7rQ9^`NW!stiK4CL#_@8O7E@*
zXz?JXpu%q^LyDCaAPcK=D`q5ZIXGERPpMUbVuH!$J%KaO*$mvU4rXD2U&<)iNaaGr
zo>w0h(rK>a{kDYel)WEMg7cpFUNS39eri#4G32$r0$373t+xWgHgcdt{OBS;;KJ1;
za{YUR?{Mn7t6A_noVu4P)c9`NkPybL2>Ap_EEu9g?f#VSz-cvx_cmrBq)$B`%ebJ8
z#f`4kgh$GM&qfCPwFhDOpx}#ka94+-#?DZ}P?t1^TUWVx1r>BdoMbv+#?Uk_CM3sB
zeSNHgN*`{gG)jR&{P(1nn{tm_>1tXMzhpwFzhGVSIG5l*CU*^m5G)wg`ka>J&QbN8
z->B>Tj7Unqk%>OV!G2h=9u5h&SAL0-19Zt$o`Y;p<4{q~mLFfcE!UmTTJIP4jRnUa
z>-9@kJajjskzSwb41${%=go3gL*kic_5y%`EY|9%@5d8YFE?6N6mE+<mu!{b4<ML3
z&PpT!4R?Y^4W!o^=hctTOUTg?VV8>7iE2CB+EX_G*o-OG7W~<M@x$Q7U{EYaK3v=L
z=QlN)=a!jd=&1IDD-i9caQ5BQLXvIT?)#VAsx}BlZk*3PeIX7;tR(s*PMUA9SItgi
z-m#)<Zit0j`O%8lrJF!C=wiaoS6n!=M!E|e07fD5@d^O4@`F08N<g}-F;k@h7T!uY
zU&#_c$706Y75eBkHso_3Ysq){AM)npQPr;+i-+-u&HBE%JyixOB86*#M4mbrvb|k6
znNRudFJv+)H#?|z95=Ckio@I)nl~nrlpG=H?oX@B?9znr_NQC*mB*cX%>A^ewjJx0
zC-`xC6A}{fhJwB{+FsUDP3;7uwk-R>{_kJx|6)u33ubD5j9s>H+iKpznwtZDbAJSn
ze)U%`D+*_WQpiARCa>>YlBwCqglvD_Ww`EreTc@>l2Blpi%Vlmnx9f?L~UKU9_owR
zwXa`K<Iwr)?b^iHT-Q{#tn+plxtt3WGa(g7?C^BR+gQtFGVRYyym~RGPGKNBEkB8d
zQDJhL%H?c5`G8`=`<=|UgHp0Q!ZuOAW1u{z*s6m@$Y&L_Hm)zLcl>2rkh)_1(<zw}
zw8{Gaz#tp$g8a0p{3e>7F@k)xH>RPZGB0O)7JJf0tZ0<r^dr=wSm(<nCjc@lUy2?D
zu{xvAs9&Mj<v9$QRKqAmOfDm*9tzKnlAE%cKFAzyCV&G-(*GX@ATQSiwSvhDXK%%M
zxM;Y;b&WxZGxXx*0i7T%-(sD2aNX_PH27^w|5SB`I}A4?`7AG0;Di{uqC{N$pp62u
z{H$743h$wqC$G&zl7VE4nN=UZ3J~VW$;D!HTGG9Yh<*I3f~+G0V>OC9fQ<;snBOuR
zq>(2;0N^5$zzdK`<#JrV@#ZX=l(!0G>pSyoT_^vA6mDHB<e0wOFoF<$AoZn<{}1oV
zuZxFRV^)wDMKYDfL{Koiv|E38^&F$Ad9{^4g2zPkODBggr<t%+MH&-Z_w={%sPZB#
z3qdPGlEHv=J;4zGTvHWRv(6nKYRKJLwEoJCDAkAMKKo&?!XW;$P4}a*1NWHb9FBER
ztgRRf=*QMr6WZ<hV;zl#=Cu<zW>1HE9MQo&>BU^ubg>yj)^igrkM1i>RmdHxc;c^z
zN}%)wJ$+`obWp(DZw)qGRVxx|x6+@qG`o?E0nEtWR`PnLDKP3vzK;k!wH(zF%A@(o
z{re;V=H4?Ww!(p%#9352pa@ZgLa|8JRpMksJ>Z3Q0D#VNL3B?085uuT<ixJjWit$N
z+{3P|7F=<0QxnnJ$~km(ZcVS$-C-)+qn?5b!xs%IM)1q!-A1PmyxU=9R21SbueLDW
zzc;MV?&XN8_az=a<pYkZ^i#xs!CB#PoJ-v|Oujg0$S`nqwY_~xD7F5aGo#<c^{#7u
z*7+iesmI8&htyHmzK!s_m#9(w7=Paw?Aor8b;c~9(1Y}W>E{~Zf&=3(frsOm!#f37
zRS;8o5I-}=&_GZi>VKIRdjYw#UpC;DdI^3G`EKGF1$^U?^ISv<1{(Y=O%p7(Awrub
zMi(ZUN2EZS0NL_4Bog%5FD=Giy?9JJyk`NeSMK?Yg!BH_i)q~P2&l?}ePmGTNU$>7
zl$4QU-dFjt3`ybdykXzPaWq(Bp&4rVXs~P-T};DBc9YUdjy9WMG-iLZz!E$$Aic-r
z#KW@KkB*K2Xht5<#gr&@qbjq$&A`6>)GP?nUwb!MXZ;64!9RO9KH|m})@2uMZ~avD
z&8dsY<;(g2Fz@r%-BPV>6Bj+p78rJ*H9Jg97j0}u$z~~KsXTYeeHb|TibFUwgH4m9
zB}w-omnD%V4$|jP!;UcJMbD^EYUBRlZLMZc=&7HDpKJHZaj1_hR*J*o3!9A%W%rs&
zO8Su`a0$YVNwB~f!Gm<RpUJ%as_6zY5I@Vv_1}Mdr84y@z@iT3#AE%|jwRZWfgi?H
zMd<z<$cgx39|>hoh<(!zAiGAxEIQ`Kj814r0p?5OWhqFoo&srL3be&xv3uP+)yj$b
zKAm4PSUmO<FwHEF`a9Pvf>swM1<=6;z_)VyXfc*qO3%$3FyzZ4`KE07{=M#QZO>(!
zzWaoU@qI{@v{l$E9XhpkQsXr9<CmW*B6s5I1Mp{P5~|88dXMbvnB-CCl_q`E0EEon
z43eoW+oh$V!%|nZ@h*HuQ>@S;AC`|dCO-<MN<Df<no#oB^(ecC7`Ff<iH?a6AzJS>
z;qX=sa_e0+PVv!jL}V_yDSZGmaXhbKg`b2oFwI-&OH*9F&XJ1)4<wJs<u{J`n59>a
z71aiGjEu4%9%W+^N^lR!hiCL^dQ6`~MiF<X!_G-`VV)`&=Vu8~bbG1qV0v7L^5254
zYirE-m6qZMjP!$5V6k0zux6be>`>yFH!62^ywep-`mukGM}>aY)yP-825<R(+;V*}
zKP?@h=vU<D-I3L(!M!C~&A=NhthA3BRY(#m3!S68W#W0R5k7$FNkaImbZoeJV$H{j
zo8oIUk#N&oI~ycDrU@k{c6@8*KJr{MzgGt3glF^XmExWd=pozXs7kPXdOvsauLv8_
zEHO%ZYv2DPTwCI%(Ep^44VxfrB6nFTVQG|M047PdHu<&b&UccL%cXOmcHedjQ$7cV
zjp{i1N?fcTnLg5`De~3l;z{>=Jz3bJQ22Fy0UofBJJs7d?FiU|&-~T-qq@nahEwu|
zXlNS>T|D${%x8C1RL~%ob!2(3zZoKz4K+Z1+MWdVY0fXOZOpiHk%jEsMV*mNY~RPE
zn}OXA7g78+!APt`n2dQqS#=GlyNfta%0eP9i}T8$$a{+P;awxXtCNr+lnpxyY<yo+
zltMQT=FFTjyJGQp?rlqQ1<+y$Z-qA6e=}gleXhQxzVsMV*vrBRK0qUF1BPEF`=P*<
zp?yXQN;}y_NFrr|oyxEV%M^yRG9wWe(Or*K?vX=dhPl~phG9BGrpNrvR<Ek9U-2ew
zmc}(Cx0e>BGL;q7^te1kF|`7A`V_#14Vdm^+mGdNKJa$m&ow2KD93UwNc2~>{&_X!
zPwJ0L21KpU*+5gKWqaRRwpJ00_e%Q#fwX~1#EqnU)jT{Rk4dUy;6wSexnO)lxpgTU
z0)o~ClJw!nD{2{P<)t!T(3!Gay7MpgLj#^Pl2edln<LEA`BZXDT#(KojO{XkfoY4!
zZ3pBL4q(#_JzxD{m%cVePy@JeQ#=l=b3*V!UD%OD(0W<aG3VMrNri^7vIf=*sNpg8
zLRO-&6S-+2P<R;%$7xioK56PM<-Tfm1%oIkC=y8wKlu`&e7}$Z{gwaD3<>{_>`{m3
z!;4c}{1!x|pT%bu9?u3UMLldyB%<<h1e3UO$-{Zlxnv?)d3kvT8T(YSpM}}8|L*Az
z%`hXQOa56!KO%OVA#lCUNo)b(q&AkRT^U^BG)<*4ZKCR;bLC?3#*N0*C)3I5lYOYV
zVf#D257`u*g3|si1ceZMr!M@jns?J2kuLDxe^NF0vlIT8w5+yACOP?+<MZa<noYtL
zaUQULYfHV3#QvsA9I5V*I{&*=#QpN;dH%Pq@og3!!2S21EK?!>(vjMw7IX0b^Pv7y
zQTpQl6>_nb%#i4Rc@37)|NZ{TY-02G|6Q7TTK*B7{+B&tocC@P0w`Pm5dnwL|NA)&
zlKuOV0i+C~e++8k85jRiXa46(13eS|xR3!fu|&oHIV7NPem_2Z;vZA4VAVNY%s;jN
ze}2OKsQt$;8zA&aEcwe|kdGTMz2diNIF+?hwAufh>z@k_6z2Yq@UtrD-|rkAC=&AB
zBeHQoPrUBmZ}B%T^pDjafWiL%cat}a3%ghi*07l*5Pz<jAmIb!JS3RJ;QImlQvR_T
zbOKr}fVlX}UXO&H<lTF_;~ww-X0L~ovCGDW)ASBS&_MrDWiyL53f3b@KI}PsUIoZk
zn}@u^I#-1gpN!eFz#G>T!BbYjhnfwqPn~V@?g4MNK^h=aUHc~EG#>@yda4o^3g@t;
zi)_SXZR3{v#wVR@W(i`&JlBX_RA@+gfR1)#s1t56aB|D<tXlww%rZ5m0;tdhpfL~Q
z+XV4xY};}Q=~^&U(JdRmv;B~+mm<cQH^SwLc}&~r_HSW78FN<CYeh%ENc!{fYxE=i
zW04Pe81@*$^<(|#@im;f7XvR`CbcELinM{~Z^={{$Q^~b_pclZz^evO`HM(g>|L~C
zOX0);+Ncfk86^TE6j2+_<7zyAIt#-i*5j)mk8-OF3;K2@%@O!?!<<o9V$SS$yJi*%
zQ8DXG8RFU-8l;KChn$hWCjT+kYoxmUgf5WzO-e3cPUX4+pr#+ge4vS;WYjJj?SZu?
z|Cg=aL~Sfh9ZYyrng-UXN(F<BN-#55drCWT=eneX+MLOQSLnLIYIT!x;~-cS-GW*0
z_{`4d=bYL~uk^&Im}C=ZOA}bhzBq(SyXk*yE0Qy^o^QC(|8b?pYU_N8Pv?+wzz-Nv
zHDh!j8a`PT|BzVq9{&@F1E!|}^{`~eLGE*3+pK?^87RN4V9DB?oVl}+<_i!f{n&r3
zHt=u{Y<2CX-8StFrp{Fy9Or*w-*;q$OqFl6Ns5enx$=p>0Ro%%h_B5XEapOg&J*W!
zw5L$>5s&{8X`S;;Dut3!RzdFQX@Tae$dCO|+1{5vYYU1|98xO$U3@>`4ZGeJuUzu#
zIg%Sbah#%-CB#bef;9oleez9+wA|tBvOUG}DvYi*)`oaD5A$_DbxF;0>n+fgBB$0)
zHp|Qc2m?8_I41(|?@(;#3YfsUBg+-#F8VUNSs#~Ui+%FxtTTmAy1V^}bp}Bn8XNyn
z=r5Xx{y$9kOl<Z}jMJMrkjy4)<N+>uKo)zw0FxzXtP)75g=GUGz5IIcGW847H4hZ`
zb0;SaPK>N#Mew>4jwgQo9SYLp5jWTyRF!krfPj7`#hS;@a7v6Em;KD~j5pN|6^A;=
zrx7`|3X#db7Y0p%kLmjJ+2}nV&_l{=n$%Zpu>VJ?%5(YI#OB1nt*iH7FJDyrVue>6
zE#HuYlt1OUy08Qtd&57#NhuXz)At{9Juz{%*7n3ur;BenWIauo#YDuY%LI_DUn=k&
z4+)t-H0x{53)0pV&TVD-h{}e$utDCf^<1cGTWXWUmr|MtO!Sm2gqX-h$QpNK<F`!<
z^;}z4v2aTC!9)#Gs@}+73IndJ5YrVu)xv;(xtd1?*wpn)S-C%0#M8bxQ1?#<h1wOu
zA<ySJ6Fi2i8916Akt-c`Rsh@zV+9x7jzpGRfn8)IyY@IqmG&Lye>?AKjW^i!mZp~v
zg0$WQjE%9CK^$(r#=sKm5k*bngHd07+TI%`ycsD<IRN;G31JB8ed-6tgn~m>^kT9F
z5~<7MOM`m4Yy&$;bYW!j1Xig}Qy50gR%>6DftC**syOEx?$m)fZf;yvyorc}?C!5L
z#!kCmFCBe6Pk82T|Lw)+6FTI)l>7?twz<G(p%&?R1DNp<Mf_vN2ly;0=4B*#4}^qT
zV>&%ws_N2?CQ8W?lT%Xdg;DmsPKPB4t1tO?SgXiYuu$WmU~jtpB!<cKC|D+DgPaqT
zr8)!p{8v*8%9Jo>{iTfEbZB9gq<?@f0s9m05bUqB{Ih52my0Nb<20GtNt4rgw;Pgi
zaY*|V()DAQHI=}!?GhM_4I2aI(1l^McVkcR0vi=BI+T~)z`>O~Qvp2U%tqc~+fva{
z$xPSE%0AWT6eqiu#I8m7<<CaOwUtRgE9y2=vz(~S-9^*CCHTn^z=>MlGT+$S*|}A}
z8^qPbcA`*l7`+_nrKVoLw>$w0;vW~jTg1adc@nys*56uuK(A&2jIRmp8Og+k@}TNz
zE;f_Yyk3<johG;M|KiMtUjFXPhbte!kaQ=JPfWh`<uQf749`}3a+e%yK2uGlTAhQ6
z3z@BWxaRClgMDpodfnrZAh|zxziI;9i^)z<bHS<5PCPBQy1czE3vp1s`nAIPzIk$Z
zb#-R`=sG1@f$TfOX6J>rv#dcnY7lT?4y`bYEdis8wM^&YaM^BMSc!jI@f1lW0|<+p
zYuV|7pL#&E#qwAQcs=uXG{82KrnInfavJcltNLednQ!Y48DEy8FE46poPt4Ayf+J!
zsF_<5s@8Q5E-$a@_@WE=FbZyoCPsBENk`<g7NtrUCD$s+@O5&Dt*ChTO&e+_6hZ>c
z4ikIN&af^O);k$=0fiG7G*6B;k~aDC&Xr)oXU!YOwGNc(k%J)oB_DFVDD_;CeE3|w
zq4ut-&1QE{0%|>Qk*$6EttMKEfiao%GsPS<_D}3?^GM)q|6d+{Qk>qg6~r9#B7!{e
zrxj&sN0W_k`TATn&3=l_StIl<TX?g+A-2WlYh--nQ2f~cGWPq4XVMT$H#Xnaa5#dw
zJPc)8(nFO(?rAJ5vKF5b1*&A=7=_90(NF)+C>1-kuD@;nqNq7$&T;SG7G19H1j4RV
zuiG2AR-RT|#yR&0ScN4Jh3C=+stDPoUBC23ZHY&1EkxG;2+|#%`uUl%Zd?A=Qeo7R
z;R~$6Is>#|wWW|HdKs^FgT=<jQ{3;zJt7}K9M_8usceC9fyOMs3@?tr;TA>Z-85R|
zSLH3-H013Xy0A5RXf1k~p<wSsR-n!8-fqcUV``9KzeYk}@VTb68+nhzJbmISW!kq(
zLWgp*3w4zX0*#>jW-)Mh4kX5y4VV&eAQ<oa0goF34a)20vg(;@KFh*sDeszcvKD3Q
zEp--FQcdO=&1afa(CW2Pp7@HWd*5DU+LIf3y1XN{DD`XSeI}gvdbz`|$o)tte2i~5
z`>w_>Xg9E(K?-b=Oq;NL9AQcgs$`t%?utLu)#=3>v!IlwMU|whx)bDPy&(0LJ_Q$9
zlc&LmY0?_t(oIc=j?p*uFM$y<+9aaWHP|wqw&Vi1?=AB(^k?_@onNX=x|SPa6b+`r
z^%3~cj2YzTIBg>;d91dP)WkfHU}=&D`pJC{DE%67QNiT|JDY+T;c&iK`QZ<gG-iHI
zyrFF5Ua<yl$lB6VcI^<`L;Ug#6M;Y>Dyhkzoi_FBs3;N40|gNutd**EgO0Dn8xf|V
zP$VJIr1L(lOf0^*bkAslwocwUba8-zpJ~+wU!Ie%^1^-0rU<sCQAEp<POnopvJmB{
zs}g#?V~F+$h7WEh%RXmefl)oQgn4%9`x`U$$38vo-oi#J6GWoOP9+4YU`tisr>`k!
zk*EwW8+zw)!o%_Rm!54uag?cO!;H;Z!`RPkE14hy0OK7SU|r3@F}YmR+z1v?4^kz{
zAu`O8E<%5$g7gjZk%!Y5#_;nd8WY|BFwZlL#C;(IfdJy^2!tpZ4!2TEH|dnhK@f4b
zo0X*E6?NC_ZB#AccCD<vh63svJxPcr%rhqhW^xVfRmGeWRa9i15Ez+*FEPyNFP}|{
zgjhnD;JgmqIfN9Wufd;2>N>+3JO3dcRa`XH7aLo~wq{u%Cc>xXG0Q$!(0+~P@NGpJ
z+(LjBQfOB(zZ!$T&u={O#|dC^H{BJemmV5u4UBjUQy6PT5HQA?22)iOjCY0+y7_I$
zes=fGr-T;0DkeJ>%S&}QQH9_}0eOy}88<PZ_!4O(25o^(Km~hxn!G`+Vk&t_Ex{#v
zCy@IyTZ<2VN=6s86~Wih((7xoBRVK${-HLakH<84#ThxJzDhQu&KM>Gdcyg70dU`2
zmXTEJbPzDLe(APGDk`s1RIo(3|G>l9E%*hN!jbt<2+8G-4A$JN#fW|5zbac1UwNRz
zA;3rB;;krPLftJs<6FY~`TMm6624T*abJTndOevNhiU&WY{Sz?(8`qnT)hOvv_w)`
z-&}X6n7wmm&+Onn^}aSEG=*Q?K0kS%G>LRtV5&VEdGUjDjgod6$JFbNeWwG*)Z^rB
z^ZacC;Bf&j4j8YZ%#LgBrcvU^W2n5014!h)Or(g=xy#!=vzYoZ0)qhm-oJgV?7C(%
zxOZj#LFZ-3-%1O)gPBW(7nkcEYM6y<RPZgQR|H=&<^SXEEu-oRvb9}2xCaUD?hb+A
z?(Xgo+%34fy95jF8r<F81Hs)L?oL9w`}FB^zHi)df8Aee46=9D+EuG+&U)tiRsp)J
z1)>}^`s@B}`AkO1{SygRL3^h*=}ses+^n{<3QnRL{pH{=m9#{XZe$9WPp^D#o^*Vz
zewSYL5Uz>whuN=5N^!NU@KD4athM^@Gd#^Cly}g%ZSSJ@!$d~fzfWiw7}+1%m@>?l
z43P?WYS;OMc3hk;0YTSoKcqZIjDF=2&5o8P9Z*X%$Z&f=(<va8@pl6($QIO4YEA-h
z%(fe$#h1jBS>~HF15pdhcHQ=p3A>Ny@n}yg8ttScdqnSyJNi@TqS<3RKjS6i(l&fM
z3I5hCrH&SEkLu7(Uy@~xQ2-&EFvpx2%h^tSC?$mUyxaqckp%p{aHp?K{7kn8HPAYp
z*#L^*Cx0~Kk$&KyQA!H`vVYXBMFFOyWU!#G*49bBA^#Yi0M*lC6lr4IQP`E;^V5Ym
z$RWC3sm#K#jY4FbITyqMhrLM9mf$<5k81E)oS%_%B`?0G3ON*by>*(vuTHy||J`ZD
zI!g&RL(L*Gk>E)v3sF#k2n&#$Eeswn0Z4{eI$sR3{mS695t4cvPj3NR4<1c^6TqZ0
z*rOzc=w$^1@jZR2r$ukOj}v$f9@tGX`V1*Q)t!myU)qJMKdh?NB36}Dv^fFo5ZOFA
z;mw}T1&=UtZ|Gge<6-taA%KF4*p3L*f?anY8Lq#}XXDI6b*H&K|NXP!vOFWQP3J<4
z867B&tlK1J%ZO3UdNK@fmZ~mr8(#RWEm?yz*XsFpk9n%;GQ0M>EwU&krbHXBnkaQI
zo6>bOnVt6;bR4RHV<yL%9}8DTQWT<^Mhd<iB`<(eo>$FAB>=5T%OKbcpm(qXdHmdi
z%!Yi#wvK1awxLzm9%P*29h<@~EGlH{9(2;=77LGDB5RRzV5Cooa)&KQGEk0pNU$*?
zktkP*D=7j@v{eV#dimk8n@nga6v`<^eI=X)aK37{&HV7rHcM5(Daj!A=jiq;*`KgV
zBOmE`pY2*do2j|NY@AaW4?dSFmG=+KjSRXeq>*M=OM`{RtzxK93Ct5(;zrQq@r_ny
zFt4Di5E&6hm7Dd7AmLTL8-nN$a+}Ny#T@<W$nz2H!>JrvV6(Hxu*NpaID<RpC0SAn
zEG~;j8A4*-fmSz!O1oPgco~g+pNTAO7D<r(v|!0rb6{U)JQ*0I&uFA~p7Gt4UOeol
z^o=CP%W6lDa+1{zpe>2vPrX!O^|t3JMtDDsJ|!l2Q+tf;7A!R5Z6Znc08Ut_-h}7x
zdLm97<JFhAv9082v&@ipDzbhVJ8b7rZ~v04)+x`X0Ouq8@NIX-Y-ccVeO}t3MRqCt
z-bfx>bFueA)+KZnwb$IMJcL1(32FP76!y7_2+76(O3*gWNOsh*tHIl=y79H|ey*Ly
zz$$hFd<vI1`GW+11fk4>M!eQH#AmMe1}$Y`%=7h|^6Yko(}MGTRfbh|+4%@^3m<x^
zsOW`48rjD&xqs@GSnJ)3FrWjOI!miMCQD?bU}K*rLhPVYdeP0({Y20m;Gs~3N?whM
zn#m=F%$C11^c`uDbmRse_fSum$N^r+Z;jo;3u2M|2AyNnYH2olWj7KSTaRo!>ZmRw
zFf==Nxq)nH-#i#DT700H!Cw)pryAPZ!@Gih7$dH08(S|*Bq*AVw)>tKNwS>oAoT;v
zDXN>e<JrPbk-4-@r03Pzw+TSFLNrO_NCw-qPq0RXYLPL#sX8uLa0`hww&|g>p+)D}
zb_a#Eaj4L`8@VA6!ZmnIGVKHr1dtKQ_CR{4cIF^WyH~+NdL=sqO8ijGEV}0WG@k;c
zJE(b7(ZfxA*DXpM3G?GHAd-mZl>Yr75u)mrAGJUTGZVk@XGrF$^E!lsG~}{IQDz8k
z7Dk()50GVUoBNbf@`TYel{}qF<%wH}sB-i9h(4QgD=~07PExgldZaPN_rZ<HblDK9
zM4TF2+Zoc1#UI#&#8d=W-0EM4Z7pl^!O5(FE<q?ke`=UVZpkTjT|vhQ363F;3^=ly
zE^y0@*KkK1&r4d5qv5~0FGd@_=P8h7Op%{UyP(Lh<oPogN@RrLhWuhy+rkSfHXR>{
z<%a%bfjB;JubO^I`I?X6k<vNWx9(4gwmX(7UsVoeDd1Dj_MnCvvD)n0hAfWhDOud7
z?)EujbF)i`5VM?Ius$s1QP^KcU-=_8w!SrgLqjdA(80NVA=dUuVj5w8ycoYXAi#w}
z0GBe}CgfVqi*j1w_`C@3K;0XUj*R}mbXtD3DdoFs_k>B)8x645A`vG*0d{fMS4wer
zW)9JsVFI1N;opcP_!E0qt9*(0en0r{KI4V_eK`x^>u7}i#?JEEqX;_$2}o}L^<Q}*
zR~X*ffJ@niIQVzG1w2(Wq~)C;Qwn3o+lN;$!NP~VLlrK$6wHYO{(Nd9E(j=5`{S&&
z`%e7*<dntT4=_Ml*iT-AARPGKp(>JAdAgS{;)3Vz|A7JHvuViIH#?-7FSCUF>$T#A
zM1=y`&{-&!Jc^08e`PFU62-hp?TL(Aa7O+J?=Guv!E_&=K^;_4FGJH4*PPbyOvo_7
zH2GudxYd2x=m3lu#3$G|<;!YK^0;f;vQHs9hcl?VdLfQQuM~`Uk_BOO<0Qjeni^c9
z!J0P`dg4f15nmz=R%I(ca~)^^NQ|*TFbiL9P}&FJEynE484m>&(xH!k8mL2x0AFlz
zT4ebF?FnD**DupGS8GTN#1<Q(q`qu~?N8zx?bv^sR4hbyXC?x-oJ%iIVMI>9mRLj0
zs(z<zz+i^dYc$=<*;HpWz-s3#HmoQ~MHu+mb$-E8f{weyU!$4A?lb(LR-Z%BJ?TSF
zp#Fv6qswul>cd(RzY5lAWTr{?QzT_&J-t$^>6|(Js_k=m8BW;JL$#A#$;VmcE+yZ*
zRc&W(9kB<Ub!AUO!kMWlnm)<1+cGyJpV8=U(p&Czb0=H95G<Mu#-FraOqk~hS@Nth
z{cTg|WQ$&h81L_7SCz4TWHpUw>v2N<>6cJ*)W2^>r8ZdQ7v=|JUA<v3E$jD5zJS5c
zz%+WAaq62d8O`|PB$zu4Z%NJFOVof-!;VKyo-Lb5ikd{iU~3CKzFfD94JtF1Z<P_e
z*m+aiL1a6SRB6{7w<1|CE9CXOdbOa{;OlGAm#&K1shW>#-WumsW~b&H>goFKwLgkh
z1U2YvA{sZ+u6JylnhRxq-e?<jKi!CHsvH!%Ree59yOGYrBJLb|G*KzTx`&=p>GIGo
z`<_{G_Mxi}8-xqKE)(-cxBDbzQm>_WG_yyX5pw88b6e4dgTP9=S}4xP^~l1;WhAO>
zT*R%JL0d0^BzG+36z>SrA%JKycwfAmn@epKly3RP$ILm(V(d7}iF)k*C%zbuS`K}d
z>f0cYu@uS)NBZ*yudsrxl~-lgyaUA~zFI=h;&ucD1Uh84MVki-`_wZrYth*1ta)`W
z)kz!~V&~dOgRhIVGBuO4v6qJ=v!~k41ofS6Ke{lEP>FDg2%bT;l)=0q!CVHJqn?Mg
zi!c@(W8qE>EOn0d;=?NiiIMChZ&vGOTRJF+Z@jv4r>Et<?Pg{mig{iST$4!@!$WG<
zV^e=x4xTxCyul3PN|_P=WT|B*CDWp+-re(=p>=&*Y}i;vq+$Zw{RJ1>@XkNoz9Nw^
z;2tLn*^9&DVGE65n+u&ZR_;{hwqC7k?}c=PW>sgYvupkPrCVCqVly$FMtVK(-ncY#
z@XU}~%9Y~E_J*9&<-1!)Ng@40>3PDRp372u)*6I^mVjZ5ZM|ZW`Lw-eo~`1PbAB(L
zAWPQ0d^=B>Y?E&<d<xyGuDCU<;C_I+tk2oY5!r)HR&ip@Wqks=benLKYxs^6Rb|0C
z3ln%IIu6gfsynD+@FJk@aQNN3P8?axwMI@k+W_FlEmATM{W^RiTa0k+g~3WsU4%*_
zN1z}@gc*a|cLnq1u)*}Vrwq<6DN3xSSdY5~M51_;LUM!w=yWm+FNqX{7Pb|orc`>u
z<!Tg9LwN(+&AquNn4h`l`5Fqh0?Jr+3*Ns#ez-=^P`m$nq4`mc=(vm8nmslQBYwdE
zs;m4#RZQy>OkX4*xgFQ3Ch=hXnV*1Vj&dTVIO#RkDTwi;Rjn59xtx^#Dr@)oV~$`F
z@Sb7Z+fwQC#ev`=AVUHMOt+0tU~RH%u&)A>LZCzf^YEY2@hMh%h^Rqh6HB=p!L*f^
zctRfU!p<tRaJ)^n5+=d5M8}44SLSDH5UWR}b3xlZ@e#wo#<NP?FLJ9moIB8^U>zKM
zP2ieAE`2b*LC3lcGP9h*q!z1BR$1yuW}`e>Yn04JT5R^{P1huZ#^1lt-sSm#K%U&J
z4pFGEdz2+M=@hq&d}%Sqn8JzVa4?nVCsf~GGo51NZfbCKTEoLV+BbSut;-#@tNIB>
z!Nsw2d*@r`QGhIp0@x;MYN6#5SRXLOE(VFD=0`1imBH)26rsbJbhDnQ;7VjW6y2^B
zP6wlfEx5ZVY_{joNd`nv8ae^!iA79EKVTm*hJEvu^GK&Wj-PN`*yUlzOuF1Bi?(Nt
zCDS}<OtrN?2Mfe3Z@o~ao*bu39p^0SuGX}sz`~%0Lp@<_xs*;@l^DN<om5tlE7i+>
z+;q3D*k>|fw^vh(NfuDDf%~Rq=BTzSaB~hE%)@ka*@$y`Qf%x`r~}lbCsAkJ6;6H>
z@|E$UU0%EUoCQMv6knvf9F?q6y3fWo6<lm_;fzMe@#};?BR9v<`5oZUoito>1C7M6
zEA+VVI&K|~EjW?BzCx-8-q7h`+xPK6CdJ6jjP`Imjh_Up<W<J6C%}1lv@ZAKP(;y1
z+#UTU;^zH}C7d$WDMhKE!Ii?!t7%C0sWkdOy6bsIVsmJRA$f<EBPm8DNm5dwi&c~|
ztFU<U`IY?e>>R#3j&gI-IpLXL)qowVDvrErkABNC0;nZorTzqYT}iOH;o*(%7{RoD
z!8v%eMVO`^2Glu$!i^L&>M1-W9Ljp{zL+?Io(flQbeiSkMcR+4HKX1{!?xE%q(Ib~
zU7VOI)hQ5Te7efnf4r6k100ocGonYn*sQhNj}ao+5k4XDS`fk^W1fH6gR;ikvz4qg
z7*8ns#<oJ$_~?v;2I0rIe4u)@y9rBH#EIj>`_g?NpN9O42z!T<1#(jt8#Q9e`!X7?
zvfsg<*3FD?y@=BHAEnyB$PJY+?SC<{U<sz5F)c22-@`Wu*c>2hPJSU3udOIQKZl+i
zl+mLd=mnmYt31&k?S3b+K^ruZilrW-wjK-9L&N5MR^->6Gc;U#=bbVJl_m`_00|+!
z@B`Z21F65|y{b<aVC2tinSRtNY8(zV4=m0v80XjT$yQ;hg~H9F=~t2kDFP;wr_?hp
z2j3cw|Ifgyx0QTi7ZuACtmQ(1YqWrGxf5oD@QGWy!Q>&q_Wg>FNv`_FQM-jNoZDFp
zm@0%{e}%(mHaMK}{mq>*T)p*~z`{$ZU|!p5tS$38s1ih@l(*Ch4M{Z#kLbTrF#;S(
zxE9#4i2YR4Z(z7${9w7>KaI>kr3e{id^UQ4Dc3(Wkwn2_YgliUupJYJNS;Sav#4<s
zobPEo!+TtTHx_lvyq#j1+L|{XZH&_9c3T?J&%b^2P1?F#QGn-({>`u$i+(YzOqc|*
zD%fCw*0}Hoi74CMZXCxmW7GoZlwSv(kbjUyM=#;#ZO}5V_sZRg$?Oo9V%I-)V0@=&
z%iH}pEKH9M_3TR1J(`K+>Cm_a9M>Q@S6~Gry>_TKXwEQy04f2O3$-#u`NAVN=7Dqx
zB0E0Z5s2!ZQqL&rF;fa<ks1#fuPZlO)L(N6Q=`%|(M3BYBkbvZ?~7r>VwtWnWfCN$
z4xayBiex0!LfLvgdN@{k7#`2prGc!`vY(K(t7mY;6;L=+)3qgjuH@$#kyEk~e8$t-
zzw>gv94i<!FtK3R1TG;5;xOx#6)w%mflID+O;`-(TV}_7?kW|NCB-(bnaaZ}a!Y%$
z7Jdu(qrc9_eoL(z0y~=Lp6^^1B73<z#_$!WZwW*(6M+Z62DH6WK*fCIL%r%InMLN-
zOTZGU%*;%b%DzPC9y&Z0mvL{rerV12>&nj6S*9;X=A3H^@bp;@K@Pe}@qaHMj=p+#
zIh`&o9;PJBihWtL!D5r?kNSg^!WY1)I`eRUApe0>n$EK<ouO<^JtLn1kSaU<-ys#c
zLTC>(g&GT=HTGSHib6;z$i?EufXd`zQoW&(*Ca|1LQ0!U&(n99Ru*N}2KXQ}`_^Jh
z#+ls|Dy>9=&p-i7cF!X(ea3Ql#Im9cD293?;x!k0Gt;>Q3UOrolP*19j!Hw+ZoA-(
zm$&WT_vR|ePAPYlHq9mYzTv9cA2){xNw+GRO%Pw?G)X;}bd^>>1{}p8swDfnx6x*i
z64v9tu%E8!K>=~LAQdYy*HM}cjD3vwk`@tP#jH9?rcFAzGDFroXcb;ETTm_;@A`X{
z1nHB;ud8+Vv)d1eX{^n5Dm>tvK<bTPsrgGZcV>z4`x`;ya&rXc|4dA*YViYS^@X>F
z-G?F?U~PNp<9(-r)q+bKX1jihP&c=jEBB66HN;h8uZW4R-?<6totdAv?#LI7Bnwv(
z29BAiU=J_MLxOhAPf=;AHSoZI_mh(QD1~o;@`#`wn@Nd<;)YQPTiIt1+tC05JGi@P
z>#QSP1_Euu@A>{3+|W^PC=`t2v*Bg(zksKk=0^?n&MixcLD3Fy1CfGOSO?yHGl}dO
zl%!EF16nW-eIM}TCk&kpX{%GG=B?q7S>{PjFuQ^OJMu*CEO`WyaJO&}Mc4nI$x|L+
zG8CNRgOCtXYcWpc0~R9eEVsRtPjz!+O8+TxAg1py!}BBJD>=h22xS~RpuEy7K47w(
zzw5@*l<JlVfdeGy<gcf4huJkzG{R^w-j!SlVZ3?>&9TBqodsY}jW}UFzLQ|aug4sQ
z{4Cw#?5Yu9j&~0rSS6~-`t?kbGBArNtCux+Rbnx$@04|5b=8d)K3Cw{={bOhF?UrL
zeAq{fij<1*w#AgSHE%1TLNUsGn+=VTqGw<|IVNbIY<zX*Mu#h1nd_q=Sh}62Y;-ge
z;`uNWj38S#`tPuBi8X5@aw~$b7E8bWLP{O?phkZ73YO5}F8(N0ykC>Y{G#bUh2%4-
zcHP)Iklt52if8t_$M*tNopf49&Yj{JD_72p;?P(p%;!nqU8i%FSsq{2q2SQPvzAa%
z()ZH0!-kRZ!aYS7sE&@aFhFqPTeYo%_4P*zc0`aM_DYfR|Hevn6g|&uV+}8#G412P
z=%R1%J7-jp%~4&a*1MGHklIfbd9g?fo9f>?gK>-&K&3H}keOE*reu^O$n_`^EhrFI
zjsAj4!f4d5<eI!bPP_g}K}|DiqUs?H%=Cq_=k85j1YdykCXh<Ouy^}K4&+e4WGOrt
z`TG2e%zDM%BO~=PWhs+5m;yPORs6i`*MmbX<~LQN(@<w>#a>J=z1o~p=FdF6(hTFU
zsz%Mz{LGC&+sRrONl(64rkGIz%58|&VTh5a&%l6)(3{GNtePGymWr{B$oAUYBC=rE
zIoorQu=!GvmYk0PZLzh9-5ju!qLF)-BS}T(Si`OqvG-aakj=grVOzK4@IIJP@=q>O
z$@d2#UG`S~MMy=-6hAJ4pF==LlTB~TNi+f(n0QaPhR=EZ(^gz2-e}T~7g1(-g_w^Z
zK2L^~0G4FO$4Id)NW|TB48H`VZX06?>t>$y^)-@Q{klhC4_mLVu9gTmff2M2e8{T_
z8?aHO)p=lo3#xNo{86f@LboCL=mnDP5AWhXK#7D!DI)DFV86!?+{>@q?DdONJ8W+_
zNw6=&QoYQM4tG>uj}ciDl!Rq9T(bmW>NU(Q(<@1<|K>|JwSL^O*_^v%6|bN&1PkmJ
zm|CH19?{3~?BQ?AW_o*e_5`|`5Q^!k*5ykAO}|S}-iYMnAZ&vJ%JY~l)Z0r9ZuD-k
z2q0cj>x^URGzwRgS*GI2?5170WYk+$cVqXI6?NU;W{$+R3J*mieaj<xJ(hlK4?E;(
zOejb3%Ru@p`~Jxt95tXrkl${A4|W0xvLJp(C9+7W;IP68@*FXOaxt2klGcr)5dHEC
zD8+jnn$BNyj5_^jD96svCIqsUDW$YOjU=rKYX*cp6cBLUKg@`Z7b#Zs&-D9inewX`
z1Gvz$gZ!SI6FN&ki)8+dCn5f)FZ)PEbp*;VFJA>C1N{!8D`tPGla?28)L)+D`yY7{
z6P$1$31$^NQKCuDf8|MkxXsFc;z=fdc@isKH=6On0PIKjv{b!+<w=V>8qQ~;uvd}}
zjSFkv!8wtAcm-=l+NHz(H<;vZF$)B<Z*aQ9OtDam-@d(Fh4?&b6%$Q*A+1f@-{KRY
z=7PejHw`u#)=|$dx_k@FG2DFElQF_D7z>F?_MM?z8CjK+;7>E+gIx&n##R?b)nC)x
z@qIn(hNA79skWkth$o>asT|p2#MXge0WG`~QOMx5go;3|RI^Vd9Tc^hqjOd87{Z-!
zSexoHZnA7vC99w7t%?5p^CUL0C|Ow$cKM>bYB5pUE%D0wJaM3oBYrIleemH8Gf`Rn
zXUw#>G^=|oh*m(Vy-;)n^&)7#wbQsCS}k=+Bm%LBJMkn6mj2pQ^5EKL!r6{Ad2;%+
znI96)#!IHDq^c3*2yAs5a1)Vy(&#lm7ulOOL9+kFQ{y@Yign5xr}>LgL3Trb7i*cc
z@QSx+IAHVqBUBD(4okbkn=)f`E8`PiPauu)5|J*pD6Q2x=NYoAF9wM8w4jvIqih9=
z<nQ0&|ENFEO_cB#C~8Z!W0TO8EqPfcc4p(v^VUnP%6KSw(iNO4lXC$si*W=qNn?pI
zGKm8ShrEz{Lo-W{ClCXBcH}m(v-mo$a>Bd|wi6*8X@^&v!UN6Gt@ljLKvci6RO(6k
zOOdqOQZ8I`c$Ad8%JAeS>T)ie%r@zgTaHB!_<AW@P|Y;ACt<@aCDu-Z%4V~?%52zY
z_x0MOX@5r{be~bU9X2V2a#89ddp(>-JZ45p2J8K%!k_BXUGj{Z;P37WLT2?I?}D?j
zHe-c!Zce$E7umP^;WuCu3|!pS3f6Jb!NqZkyNbA+?<602d~>hI3%<#|q*gvq3yW^9
zeOXoqn6VNU&ls6fsu+@bnzmRF;;*|MXg8V-qbi8~I?kGgiZ<-@jU6z^wW@`>eKu+h
zVqQVwhy)td0-}eI7N32foO!T^=^0B1_FicS->|X1t*paa6H5hmEVH0pIqBjHthpbD
zjb}Fd;7Qwrq`80zsD7Z1TZ<+(`czT(RQZ)FQ}o0Xr(dwfEXz2zgk*PKqIkX4LBP`Q
zx+{PoygSOlfl%t4Yr;qfD4nQ7qQLb?=SIA@qdacj<{gf1RjvYK7jlf?2*;B1yz(VT
zVf4ZyRFt$#jdX>(6F>3wEYZAz-@$O_MNI_%T*J7k?#9Ib#Ic?-X&m3Z!{i~@T`9?z
z)br{u^w)vUdTA6Ay&nq*F`RjvZvC7{F9{E2FL9gXRC#uL(z3Rr&n-DPj8;g4_)r5-
zhtySTlXAaz=5SG*ed_eYQHWV6ny!O%U3WrpYfltqOe3u#>c_fGAp`8{|6wmd%haPy
zo@8e5?B=;nT|i)LPb)`NB1~Rh=D5h+GHf4pmmS$Yy`{PRxTOifbX{dBDi&u?R#UIt
z(^zmJ_5zgN>F$h0t&JYn^L_*0g^IEpONGq;$9}(*^j(iRpRv)8N~pLwP<QV#evdpi
z8&n~-mpUp?!jWh95ghG4L_~>r{0@)viy8S?pBt(;<Zv>Q5Fp>0+?wW-b7*|bPqqtJ
zwdSZW(tbM51oKRZKm7dK$^#1uX(<HY2oo>Z_TP#9$OTiQ1nn|K?E}B~rZ}%cr9`D+
z+^3K*;b7$kMe$?`I8hcX3FDLN*BHN|;raC>=ZGq3sIla&2*{<rm-~fa3?+=Cee`QQ
zmdd2uApZNo6t8W#RsE$THzQ<pnHfl`8;9|T+8DH${$Xiw)w79R%3Zw=UZr{EI&$v$
zt<@)&NizpS_EXxcXEv_pY~6rm2K{#!C7Ldve!qz<IN?7*XMJNc=jZQ0gAc|E45CAB
z9r&8FH|rCV(;kW^9qsrBj6wMQe+tGrJ(ti?_GWTS!d}Q^IDFd9|8g<Sf8%15*oKRL
z!I<izct3qR3CSv!)I$N;E$jH$W49l7D<YYDh~!)>O2$;2fmamW!jK824>LiG30=hK
zqkt}Uv|XfJS5NOWi*tgeb-G%u^k|CkQ!peI0UI#sNST02AorU0>wxX_IyMd{!^8z+
z9#BSx4?PBAGHP6TAI_<%NUFeEW%rNf1s=bbc6TT2k0%GU<2$f4G_KWV$jhx+n5bT>
z%oZ8f>NKs+Nz7_ZRd$0sfsGlW0eB^bg6OMy26DxgIW9f7YueK$W0D~t(Eu=psP`Yi
znAVjC@XtV+**2(}uu8Jfp|gRQmlL%LZfuEnDOg7TI~S|*4)7`c7beybpjJNZ2bGLk
z`Ba(Ix^^NYim?G;0$cCd*~`%KM`*c9u%=v6`j4|Ro#V4wAy)emy*(0#yn{akpd^jW
zdYBj9LlhrAQ4ig62$xJ-B$0nNp%m`Z3d4C;$bB(VGfBqP6q5!`@W{ZqWXFzN4?Eg&
z9b@y|ib~zYHUd|lJG_AK5RsXM_E)g}_Nj-m%)>~vwM<``9v(d0$fUgfQ{C<oR)R8H
zLDGdfjSj8P`z<34$*I+bNDeZKV44c8*fP3BwQZ3NZH4I%v_r5!oL0bpiY5nWp}t?=
zidmNO|BBm|N#AgrZ%c#IQbBlJt_6+oOkIYmm9wswCp)`|9xJ31ardcZi8L10u4hxR
zxzPr<*Pg)i?O}=^Cg)|fNo4u{+%e~;K2c&2V}I@DGv;aW-B{!|&W74v_<>Q|k4Zx@
zhslkCO5Di>7eUe#d)9?cvDuh3_m6-KuGyzF-v!g&RFMhGnQCgbam2_fY=5MZjO8-&
z6LQA#U(hxP2_8&;F|DX}JHgin-5Vq0!0;>;Z>pn3#D+oO1a03r4F4_C*Ad+Umxp~5
zS|nP{UVw`6P{YoraT|hOh$PwRUle4p@s-{0Z|(>qU8yQT0_KbQCnwSxygyCjfr7Ud
zdq$jBBTSX*mL~s{^Q?kj$tvk|!Ti?h5)V7_r9MxrPQI+8F*o;p`pFOQ&eIyaqC`67
zB8LRN!b-qK%X0Zd@WxNGGqlQ1$Y?pC>Lzyy#7)#Xc3^%em#ATyTM^NB-Ngw*NF`Y#
zK8P|3HRFc)T53qFjFB2oKW$mr&r;34S{Opx5Ak@~`Ce8Rqbc(q$yRN8h5Y4q;&<F9
z=#*Vo4cX8|*6*^KZluW!dOjy?7>OeVM_)OEBE6*~l>o){-+1ZU(fowL5CS_EYNO`A
zMYw|gqX#m+W2R$xV<kB<IZ%8fhFH+NKO8*inb+29Tsj~(r~ApPkGaa${&DsD19*r8
zgyr5ai@T~x)b&)2kb_h>%x>TKv97036{DZ9+mm`3=IvxjkXg7|so<0(om0o~xog`U
zs0Tg+OJGUy&HKd<;4M_;hwm><4>AmAblk$Z@J_z@u@R*|N4JbrNSm;P_T3;^o9&|k
z^ky~JSS(S3gqW!|J%YChhn>tV?UrCDuDlbqux#$aSCfFchweq<;L^<J&X7tJGXSac
z6T0pI$u4{1{wJv8`UUDFNq7hi$Zf6E6E<aiM{;EpNCcnn12COvokSP@h|c8DXu~4x
zH!@07jUZ5}mJU;Ok<Blm`EzQL_+&oD9%(2P2`X+|FC2T<-6kkI&kbcOsAh>2=D*vK
z9^T|%vH@l!)BzR>r2QJ16e0%$<~OO97k3yD%`3#q|H)o>Y(+74RNIWBK?t{r=e#>e
z9tq{dwndo`-Ry?3JmEE$3TK_pdTo)}^~kbJbHs$C334LOtoj8yw=Z{%o_aWGjOD4`
z6Ih3U<n+o~0Et}M$w0G=wbq85;cut<{1fmAwu}DddmxGB{p9_F3S_~)FJ(t2&~4dv
zxsY?y)74N8FOw=iag8KrY!0v8CEf+_iL}@2X_7dM7y_BlTak%lFBK*W8KSFSg^tVE
za~5Gf$qYlL4|Q1Rx_STNdmz8~UN}ahY*#!!K!%1it7%}%p?Xf5g0LJqJw=k7OALA8
z|4$tnatU7WJ-aWY;Vc-cfW-tK2vio_O3v3By3d0{PhZI<I$t)CE>CH%=2RC~II-17
zu8XVpg|g-!azY@Vehbm^?LQPCg*;^UlA#zHvo4vV)hy(ZXSlgB*A@|YeBAuxG}l9u
z%sElpse29T=6h$4WO)wV3QQ{$VU!;`G=S1p8bo7ZG(j<Pz&k6)qlRqjH;uN?Yy3Q-
zT~MZFX4Ic|Hk4b9tF@hUQ*A`{1k_2GYtfD*DoN;l@LYR9--3Lr?*V!eb5Rr@2Ay&?
z`t3&C35%&$@sQFS-+iWTFHoc4%udj|I7*(r8j}5Pq7xpb=6EytWPfS_Y?|T|dmY9m
zqR;**1mWAtT6a=b{te8gf%!O=#UUUFkFY=Xi7}z|z2otX*F$HLq#XuH%ENj}Ir{!}
z_hxU9p|rccb_5o$62`&BKvV{Uul~Fj41zPc?%TiO!Js`2J2Iw|?YnZ$#dly}tQnuR
z%C{4Ge#(9#ytp?i9e%cZ{%ED&$p$8SWK?`rX#zn|QW>;hH=;P3w=k?|t7`hyekKCb
z1|NPey1S4H)BF7E!R|bI^ejM<hWxWOX4Jr~(ZhxnyW8BZ`%+I#bt4QM*QEQv6BxZf
z(`aef--M`J7$iTl(eeh%o?rt7hB{kf#BFDV?tE3+*@L4hm2{xOi$J`$D12N|z3N{i
zX%+5j|0+py6*tjtOePD!z3W&0;=ys^<mTor&<4~8yg?))vH^~M!?8wg#48pgGn-G3
zV_2ye-wTidqRJ8@AANA9%m1ZMEAl5~;55%V6PEK$?(FB@MwLJu7X)lT&_FM6@B%y{
zWk3Zs)+i9{%VHuc_R}q#;!%2tEs7)#(uK}(ymJwqgoTR*nET6oU2+*Cy^NMx5E8;H
z?0cy9!Xx_zxPSnkUhmZT1^N9cdfBDKFjP=ClOGMKYDUr0YWG~kq_S5ww9~W?&Prl;
zp>!HOb!GC%xp3vJoE9DGPe{d+16X02O&Yk*E@BK4(jS$eh003khpU_1sSl5Uj36A)
z$^6c@Aq!q?n=BL4ow$Xoc#Wui;l_{$jxq&ETPXAy@Z?7G@@4WUURjk`q2@JRgQQsj
z;-g;@6?4$Az*xdR%k+hhkfP>+@b690z1TbH4tI<eK7P;;^-I;`GHawO7as!3TCztG
z?TSJ=to-3I$r{;4GG#)nzZhjiV)MegxUqt&aVzk#D?}AvZiGTWR292t3X@vzk^S;Q
z9^Jk>;~dwBfw$D-E-m-^F(~CdwWIwnnVsc(_KYjJ@uKOGe7N?Cj6Ii}T1>xJfUK>Z
zet<5MP^v05%R(R4Q`h$Ln3SH!Nw<NN+K1eV5y`w9r478%Amq_H-THZ%u{TO?$xpuf
z#T*s0p*^5Xo6u{$2xE)2N6`K=)rn2F2w-tzc@dwP)G0k51US13+pP<gWOMVQ$yKx;
z&93h@UH}aF#7TPP0euoD6Rb`4?O0>@U8`n$^e1nE$2=Q0@S4Z-7`GX)A7?3DfVpJH
zsF=NopYW^8&UCRqJRBmlRfVCp6TiR!<za7Vs+wQ^vZ*58yr3rw7044Vtw~8+So&7Q
z)nqS6H4zmQzkVQ2b(|U|BWhqn4mym(z!l#_w7T1|x*C!nEMc-L<`#rWOrt$r$?mnj
zEJ#6B1+E#AH41EjKF0*MHCRJ%(aoX1D*wAd!pHP%hPgyaR5@T@f`z*2M)`*3*ur?2
zTe<U8qPm8(ct>}7St7gh`68Un<Q!Qcjjw5(ollIdaNO6yV^%nSh|<%Xgunb7>{>|w
z58M)JU>oTX<y|Vn<k75nJ*<JT_lk4kmJcLb(|LA`C^mXmArk0mj48Ij?FA&*MO^39
z2;?C6U|u{*#1$l7?L5RpXqceEgu){#w~^pvF<B<R$&pGvLP!ai;t*^)67_P#HanOQ
zGfXHxBCG$D=wNvWE6vD&L|GP)GqaZVT=3YOw3w9ARss3G`8TOg&mJ7OGf7%&Ks(@y
z5Cb9MT>Br4wEJ@x55$Zcl}@rD8H)uIv-v~Y_AZBrmM<l0IKGQ=5~X2^<<Hw2f7pTv
ztdyT?kyMS1X?5HGV6g_dO5~)2r*-Qx8)iryhDr<$nnDUcO@lbOHu*7cnk(`RIQGLt
zgZ)i=wZW`nW6Iz$T-1i@tgm&ii1EOlaNCX2IW!9Plz1lN>Cc}5Qe|#EOy?kME1m5+
zC)K1>Zp@5(M`BUFQ+km7lGru9bK<e!w*t0sDQF(kUnLSgVn=zM4o7P0H~z{M=)Wuz
zljGb(t0-Xg<`cFBqPERC=aQqRbdA<sGxFDt06u)LliCH{X8KLBVx+hD9<KUM)Z|Zm
z{}+%+PW{J$;HoDPmxuC4&+|`pocDkFaxPKj50uexc*y<V;M4oZ8>oU)0T$JJOCSjO
zfF$TL4;r}bhn`ILSpY?g;n_KZcuv0<JuzYGk>G92D$(2)8M3#y)yMybmNP2v$JM|6
zO~@DM4!xcd#T{yUrCss>Rz46=^$5UZWdx1tE-+qLlH@TW8~#yptg!Ss(?Q01UPwRN
z#P@TdMkNsvq@V*;oCR~pefsWq9GB2Id$!6#$E7OemD+3vz>ZZRSU3i)4a#tpbFE%l
z&ZP9?ju(qw(35GagnFalt7}2S4A#1!Xlq~&sc<-`2~|s<>bvI-+lP$dJXT+3gg*qw
zIl6xFRCjO;d+V(RRczFZKLA%3h43GuxrJf0Uot33n!~v%Ua{C}Xqe?vjyIrbQLo*F
zJ1PpC#!{G*8V+Xi9Lv^Qc;qvyDyc4LyXa7LQY67@i(4I`d%E<SXJW1X;hD-%4Gs!F
zm$1bTzfhX}gJ)X)=9vw^TE=A^X&mE$_oI3CX`9~;gyzd3EF^T2Q(g25tI6(AinOA(
z3aF&??>1wI{7&-Z50Qa)znm0%WuB^!#YHG;njv+b-S$eLU|M@iHx^gc!ykgIoWLAo
zF}#WI*m5MMULWes>&G1#T{cw9242u*)WO8VF5~QyZU8!^A8cDRG^@z@4F}s@ISdL3
z)kU1^(COP=*;-H`Nv&pl?fL7+!X`}lI=_t)p9`7=T;GWO0>&@3otp?iZD;;TAumjV
zZ**fKnPT64_q#3yN}gmRm;U%>kkecy-c<5PV!BM?4BVb5ip1d5!rdKs-;NEjN8AR5
zg|nuR=(hDr7(DLb%X#j91)By0&!aO5%5DcI!kNAO1+699rnaHSlYxbHD4$z@vTXWV
z&!u%Q?q~AEEW0PbT`p7EY890nR7E7*7GE1`QQ%iLbv_lC4ZRNu@GMuUSANZ&3`x68
z%ybtoXQ81cA=0*qwoX;WsgH_+v?HKR$u@djtI3F9^1=v5E9g7BYWYk<nL|19747Fl
z8`6g9b4^Jbm&LdK113BIvkI%bnXyQ@Pk!*^+{1yg`rkj%bE|NmXlkE--)+;DfBu1y
zYyBqbLpcVB`m$$^^c=rG=;KUvw!zvO;~O}CjkNv9ZE@Y7L{vZpmmLv{RFQ+g-3;|s
zxlbbp3FUvQKn)_feDCwMLVz{w$eC}uJ1WBZCG2br5ux|b=VRW76O+HWR3Ap5YTgR@
z898Sw$((j$#@eiI_Z8vhBp*v3s}!9!To2nTFBioublr!R3S<KtSetRw;I&$X62d8?
zC6H?mD60;FfDKbGM3is``}n&>iK~yofZ<GpNMWH`;XF4NLF~gp%%M!8A`W7UC5Nh4
zz1+aV4JNBYMS|Bt^Uu^wm#W&pkY#<h_Tjk1(acEgoO^DK19*5w5B{+x6^WFtr$`y7
zc5I&KDt)~F4RF@e{vQD62!!n~z*+Xc15RjC&HePr@BCGXX!&`WOA5COXwwv9w!}N^
zu8v=pUG4EE+A3=CNVq0)8oP=iViKN!!f|*!q!Q`EMRa)BA=d!FsBacZ&*i~34uz*m
zJvt@?AWfB2M>qnmhdz%vfTBHHN&rUMdEwrHr>hwvOeE*?zTey~$|nXrRv{(9kfB^9
zUQ`2wBJk+&EOtvbb(T=@!p@5C(TAABXPtaHDgx6AN%1)l@Rbi_`>zdUvmWvI5=OlE
z5nYYExCsXj=K1DE!y_)m$f;vebOZr-$L2x_8-!bAGQppR9qu0<FUlE|2|6+DTafsc
z7e3)(A>~5*aX){3$%VMFyOJgU#4%mblA|H{C|@DDxf$}os@E8>XG$iJ3WOg*CA<MD
zVYTD;{aesYW8yFzrl#P|MD9dgMtX!0Qt1gn=sT{JHLu%pFC+ZGttQs-1f+e#*0&1K
zVQ*H~KZ4D_(M@kyt4*XtU@?I~Tul%<s?S+Ho=-w|^X2dzHRnTnzO=-<MhGW|2WpUu
z#)XqU>pY0TLcY7>v)uQS3+Y@NVWbe8oSiigT0Zx@u!`Vft%j+ox8PDrWg9%lVNecS
zlQlxGafRu;>vxOdLPH*3k}y7^uN;3*P$;*#Q>U@_m3K{fb(y8l<HEMzyGw`^s-0?`
z%(Hg0v%WlP`SfvN8pifnd^a%+Fe1WS>_$${!8PtBNuo)KFOKr7T)#kugUXLFh$lC?
zH1Cwh9!4;Q%@uJ>2Y(6BfNFxG*R#TDW;{BFcoK<Bd)e8;2nHORL;${b1nb}F-I13J
zFgLo0a7|%f1meKY_ugP$y{^`5ZP=<5da|0BnhnND#VwpXljhwY7N{MT&YSPIe$N{m
zib#;SVdyy)q<m5(A!^=(#|o1-g6Sn{yS+)}u{Rb+_3ptg_JtHU2And;iB}zkz<ZUV
zm(_pl;;h1Q_;nWspUtx9Mk-m$pIc5bP$crodED*zhbrfQEuA@daVQgF%ZMd8w319w
z1M>1~4wR9b-NM$nYyBx3x2!QRjNgx)`yotgc1Bhnt;u(^BX$|Mk{x;8+d-{I*G_c&
zc72_FR5mv1T4Zpo0OP1x%gEM^%sAK3xVE2_fdnrP;63I1za*QD+Q^b5Iwt)e;e)nr
z2_GS=(hnmx?s5y*Mbvx}ubW$d*C!R~Kz__%9UxSRQ|VwTTbIx-@|mT8VAB>vPEQ4x
zTZWO5xg`^AmLJCD_nV*69j6+4=fOwYDzbWqOa)~ZWBHArnB4(8G3n?gST*lL6#EYi
zqsd_}Aq6T@Iyepg4fLA$@xLVdfCQ<dKtQ*(1-32BXOA%$gHt^=)u#Xe8V&m0Eebz}
z0)uE-FwjXZhip5&+nEpYvqv-b(-mQS8e?VkAES%^l<Wmwu6T?J)ra6|`ryTFPmi+7
zp(iLXj_7x({$F9|K52_ja6bb~lEmU@pQqk{3*4BcTs}fkQuSBEpxyHh|2{dXZDsy_
zL*^Y=L1DM%$p*nW`Ic}F=Hiry@9+1`HFp>rdco)_{wXW8t^)XFW09Z%ynFKh743|^
z{b}TCcFvdNMcdgq4usjs3&o|W7e%+3+yFu)>yqJy4cF=lbI0_|AUjdAG><{|h(8M5
z7b=EpQv!OsYfj$>Y)*&US$(+}OFAoF2eQk}O{XAAyB0I<m8agOnm?rkk<s<=5rRWN
zEtoy|Tt(r#>Y|vcKc#ub50wwvH+<&5V5j1>_HWqvoiTw(`BTY;M{r@$qDl1><&0R-
zNO##Wd8FsgesevpA>K!r7FcUq`3@3*59tst%$AOlk}N0um=Fm1TW_<?Q5Op=^;J+T
z03caEUnWtH`fYX1iM2@1jYn`({J~=N4&*FvS?#Fze_)-#Z>$qO=@08%k}f@ZM+kIi
zd8)|%fpg@KB9SSIly5T@7^~SvUwX(KNegAGtLfaHE15v7bR;_lw_Vwy&(ncu^4tK8
zDyB9S&V_?#9Q}(o0<m(!&*EZ9bEEu{NatS1R()KBUxGwE9Nvf9<A0}|Ii;aMt4=A4
z4-u&%ZXi@FKZ0AQi!dAzf7@z(Lq6`^n*XuYimWnq{G^GiD_ZuAyLD5oRv)Q*C@mH2
zu!>f=cmJAxPq+h~otfn0On$@o*(mzX#`|2vVI!YCyXWHrvl9PImQJ$Xu6~d|H|F&*
zcQ3ZlkLm^XcWZ;iYR2?PC9UO9q&ch=$<zJhQ60cCIb^tEgcU`KgvA$ZM@}8(x8fyS
zzsOnXc<%HRsItBqScaGw-`9a)4{%h>=3q{3QehfISio{OL(|$HjM8_+YbQLtsfakO
zb;`~v>?7qvDX|-8pf;toSHAwY1Gjfyau;LqU)@4dG)?+N<TAXRwBXXOx|<*9D`*Iv
zQ}+!hqWXm%kF2HZz1p9Ih2|mG_NGIxHQ$TAvO&H%Ui?A>V&BvV3xbfP766A@(6Q<Y
z=n*VX$TklcMK>e98vgV(h5{@2XEL;Bjm2?P558^TQk4QDl)Wblt-L^uiggW6a#+rX
zI=C&$9F!8cg~kkWThlCkw3sQOin}M~!noAV*V^!oBG?v)u{eP5mie#mR+C&0648Do
zKG?kc`$4KMH6pEs%^q^R0y3Cumwu6)JejyU!w-5jqbMegoF$?0Vkq*!xokf$T~i?E
zZ+k~5FpT74jM6bAM411BrqOM3w??{BT}=&(mq4XFYjJ&n`oIq@OENlT(X@o)^Ygnm
z=1KI&e%qjXz&j1$H;b?bwK;B|#qQi9Z0#)(<DgdLBD#wA@6_}B->4_?`A}~2#sOvf
z)t#187ZlnP?a=(X>U9LKJ~FW4X`xckkAy~aOGs9!d&MDeCMkf6H>{~Oc6AO{mGgR<
zjLbjfyM!aMbc#;go2^$Alw?X~amxj2D3l;ptKQ&Qsh3NIDtL?y?2S+fKnEcI?K(w3
z*JXIP(ChatvPq{_X?~DJ&V&7)tY@c&HbK0)F>bhC2PnQy#u;>O_e?P|d1U9#{)iyp
z)&pDYLr1~b(?yX#_)(2<`}`tnk-;5mwCJ)P%avmLri+A;Df}n;w38v5+YX#Y{Y5^*
zr>FoTNVf$hzi6ce0ZU8?d$!-INVL>9RU|0q&$E4i5Seanyn+tD1V%xbc)*M(t=}K`
zb<u_z8xnpzh(vGS+DwRSI&k(8gcbvw@z|)VCPt6QM_xvg^)aFe@hk)!t<eX+x$7Bu
z{n(*D38lo$_eng67v2?6(=qNtme#+K8%Bt{W-6@yCHo(nZ>2u0(lA+lR<PO`DeC{2
z&y?ivD!-ThWdv<B?0ZHg?nX47w=K}!z$B8xST|2URz58G{#nt@!ZaV6mu*Fgu`F+l
zXr;wUYkWcG8f+nQXwTj^&n_$>D18XLTOuWDzK<vr%2TUdutksW=-Fu4k5$ucgAl<j
z#<F7vt}(Wa;ex3SS;tU-PxDVW*dM><85feunt1&u`U#rLw<=MhrEe6jQ#)orME~E=
zryy9(VF$d`@DGJTDGW4K$sHG>g~xB@=$xy5AZ6b<{p7-2Bm}Uu<ws&sWD@x04k<^f
zEl+TJsNRVa<LX4NnwlK;X;upbNSs-ZO6y|4xSY{?OxJoJ_@{VcFzh)7U|T^j8YgcW
z1-YJYyJ6XpT@a=x5+QluA;Z*6yP(S-Y8PMZy$b&ouqigla{k5a(7<A&6Hy??T?k}%
zMyoBbX(9$NX0l9{WN^2=N@AFZitbh*l6MR|{Yf<%wGn<Z_@2UqiO;IaAiD_haAQ(c
zizI&xzWS9o1bViJ5+;@Y$6F)A5;#8n{{s$X*`E^OE|g|UVts0J`nnY`WeocwVY?@(
ze++((Y8E>Cq={m%2O5@U&E|9d4~uVztbN8AO?Di`NxN;^we>LSCt))LWXTAU9N`$U
zXPO~2>EM@)PzEaj$=?Rw=xNK;%0UG;?Z5!^2SjjB14thVapdLnNdfr!beP01sI=L<
z-|f4KyEP9+7`;JTo%@V>PPZQdo`7K&$tKr@1?j)z;T4HUA;M?<(qd}+#N}<~g$4(2
zrpS~ab29UiH?}gu6J<{zRu8#VeKnrb-M309j<WdLmiivp3!s;_V3SPZX$AsWj7b0^
zVCaTl94v*!gzjFR2m|Lde84vqrD=64D-Gs@K$0vqaP_MZU1>_1y>w$B2cBL~iK-25
zfVvW)ewVrxv4O@g>y?2hv4^i_n1#aJw<I4xNXbhN_Psv2Z@?VbgLJmYFxb&n{`_-h
zCG6ns!xx-mk+~jqZbJ0UijAg)eMv=#6~!b`BL{hZ*Ai`vM}P8%@11W;7c9+>@z{TJ
zKt7-uSonx!x<Dh|v+g`5O=y{3Nm$ybg)H`o@DSq)<!U1gCeWX4-K=Drq-?nH2$eM)
zTze?`8{Ehd27B7LKD=Ixs;QU+P53GCc3)#6bMEk&Li6GO7=#tZ7cfVF82}Dp3Wq)~
zrH5#0`hQ2GvL8da0DC!0)tc!EYnwYFHRkSLR0})QJBgeBvIyt9#+&8mjU{a@M2e@a
zw*Zg8e1nZf!E}~yE_FhSGA<!22^edPA{_XJjOn8)#z3J?eo+c5iic5<pBys^+c<T|
zvBl`oiKsl3ngk`mSgk@w<7umaF6po9b3Hk2VBEA5kck;)7JE}}6f$C!zZ-dK1TcJ4
z%I)9K;QuL2t@F#tD*i=|x}K0L#6%iekpE{!+TA~*;u=v_Ie#>`H&Q{w2kjPwB&w5e
z1s_IcD=hei3iWaDGob#GOdlYpvgaYWW5M?zJ3B~w)`pqU)^j7Kq%WmJb(PC6K?ZPL
zw?`TaV&=aPDQ9d>b^!kyB9(=X*4%m<<5(3C(S2`Y{GS(D(>I|ee-hc?n_KOTjQ_g)
z|NYA*R`<%BZ(5|k7ayrW-V<%R9DzT(Y6Q@ZuUzCh{F591StO;w`mD76<PZ8&UxwDo
zY}&T2R*9~b_&2?*p#5zu3{KZ?i#DBu>rSFf1<7Cd{pQuKTtpmLm7sM9{#~0Yp4d*&
zcrkW=N74SzZu<Sn|Mpb-WyF7_rhoNRSRhUAg8}ezzaixN=8yKn>z1eZ+ev@5y>ET{
z`+ktWZP6{i?#I)b@NYNkFc!dfrfZrY_`RJ(34aoxsnU*d@}AzR0{>`_-}lq|t%FAY
zb-%)f*nhj(f+gh76B2Yz!QVb8rM-(0nlD<X*=!ivDlX7(@^M*2uswS%#04>OK;vLQ
z{%PAkf()2nZM%E_kR9@6+io3nSxUxZ!9mZ4bzBuS{7qS0fD}wE6y+%6`7HQYcssKd
zgrd2*v-Hlhe7-Lz^Y;Ve|F<Ug;yEQ%zpucy_-<`+Ew?7n*pT;Ncv{P&-*bGvTbUo=
z2a}1-cV$-Y_TFJEqmAcK=bD52ck6YWL3)2_waIx@&?r80w-JH!+Qep?&o*xQG_SXw
zk9H_Yj{bdF_lb}j$Kdm24xF?j&S2TBXpYqVULf4@G-brFy6t=p2zZ3B`f?x_V@YS9
zBLeG(EhW@3$^v?8Wo4y3<F-HT<^S6$q5Z49KAEg0ls%=qV1nHQ5MtB_A#}bMjVa9+
z!s3LbSsVCJq_(Vnx@7J|`<d6IgJH@ZAku{sGlvV<NBaG$1@QmYA=f&MHJ`8cAdofo
z^gFSbC%*1Bucp0FXscgEekZYpj*_ad#x867dLn^d0H(P%nDbpCRm4vnsZ-~3$=cGX
z7Mx7$)hz$&({mjb#bUt#N?BgrRx{d4B$t$3-4ey_BK<gWsceJdHHcbCr?4YJZGw%T
zU25){d48~4?7gvB_k?Q|LG<?|%{|25>T;!=VWx(s^wWV$6RzJF9CnKKP5|Nf+x@qw
zN#<)v1a%zD<Ccf$SCN`!mMZhyQkc}kE`}-R@iE-$r0uSdOaNo^mP2Y}{D|-Zj)pcD
zW%T2ZVt9w9V%$;pC5)tQm2;{`{-DhI?ucW%1lLxb;im3}OpA>B=be+7<9+ajQkzG?
zPE`#`Gti{XzSZ=j0M9=$I-tuq$~?c+)xq3r<=d(eS)HjYAF89ze~4QdkSxtqW*t#M
z@a)g}b^!i*)@F7qiZAuj=YVjPKrhuZs%@;o?r#1xN~oQPldj*I_WMWw-V4k1_m8ey
zPml|eiLGWUdDs4>oC#HJX^GkGl{Id*DLE9&;VJLREz6qX!wv4kH$L{|k9R(<%+Vj{
zuBG8WIU7R4WleKlUF@%Y?mt92%A_ga-U(3Td^!@=xHVXD+|8t^!@Fs=9p_?uj^mys
zd@?IpH^brWdG$Q{(5|4dRFt<-C-t%{jdt|1S|)YLC-}3vd7Vo>D9t&kmNjyD?UVel
z!E6?mk{e`7)znpv#P9HSLJwlC2)7{t4vP8HX{52uwi@TR1O6P+3&xCc`>_dr<V#)N
z!!G(#ugOi&Zr~61iFGGXvrwHBR}5gANFX}xj82uSev@tV?=SJapiL5C)JS4IJArN|
zlxAt~Q5kjna}AVlz%#QjP{f|6bLPH~7d`NvRaZK<FG+eFUUjr+yEXNGGQoMA#NDY4
zIem(}W<fM%Ooyh{TR*=XB@}tJvtp*iqG+6AaeCQ;Ph50&&d%2*<sTfbW}{`aQU~2d
zz~LJF5dT=8ri*uUNoSTyStM5ZWZIoMSEUoLyk3*<b$TE8rL`3KfJ8@3t;`onh10~L
zhHYlyTl`Ft(>zaouY;tGUWjYQi}>Pol)Ah3ji<YtZ1w8rP^zN_X#`;N0kxU{ssD$)
zw+^an+2SyhK#<@P+#yJCw*(390fM``y9akC9NgXA-Q8V-yStq;gyi1$-n~;bQ}fr<
z)Ku+)Q?O6>ZeRVa)xVwZ_Va5qm4;$t%EuFw;hO`6o)J~uwia76ngj?2tb-8wxGnJl
zbhzUsll#4F_3CVM6C1i-?D@|;w&OFzPxx-8dY`yu`3txSs`b9`f55@PeOyX`&;BTw
zd6W}dnu6Co`Rpx_UK?lJ`}xI67OW0h4aQb;!kF}vO7%N#t27g+rzAt$y3C6ccvx~U
z^w$pv4%Kw>sq1=52XhfV$NuOXc#B3U-<BhXuVz8BXIfas5M>U)f2}$T7VROu2<q3*
z3KCvxv|K;9o0lLJ;=}zf#XRy-iN#c~ccn^otY%m|TJ*jg7zbDh!wRp%V{v6&tjir#
zEk5Jv&BDRd42#=}wGAiRJ~IbrY+qvMh|n(gr^B(+ro!Syj$Qa*RNz&`^!C{q>b}xD
z!d`@0d19r+UY9lP=3SD2h|(GH;reArsWOPmT;o@YOLIcZDn-@w>A5e<(~>zj5XghF
z)ZGn03V~gHJ}>sB{@K5y2tgv@|E%WsQxw5{%t~j5lbt>c-c=-=tZw&dSNw=O2`i<-
z1=my9VG+*ti_7-s$&|1A!AF<s`KCSSjot5grLb33W`5`iZSE3IG6H@GY85ns(Hx|`
z@@ib;`@C~8{Y}Fk_>tBIzXZqUQfZN?<>&-~dOr(tTu^b<A}-0E_S)8VXP(D(qk|3$
zl@4B*eVAM;Yh4!(D|5kWc5KdeD@|qAz<eL%sHxSyLBnl)f6&=U0HLhzhdO}`n8vQV
z3q*?O6_ek|8a_avBH+YK0C)HiAF<syOX^RG6AL_U6vLukQrt_$6kM_gEIgjYnjh^}
zMx*i9f7*kg=J1eJeu|eBeJwl`DS=7@^;2N*ajeQgzYZZo3ZCugx<2)!KtC*}u&ONH
zT5B%qT4LPQM!hHDL<s&WjtpnAMU$hiuqv10Dx)3YI`M0c&;$D6h;J0bB-jJQSO2Nw
z*TlRaXD4l~ac;Ix?l~~TC74@rxE~}wY(kNTSoc4j&+M<-)|v9b`cI79y{$$0{8|r|
zFw+DHE_YV^lp+1J-}7yvo4ZMUhULYy$<3kew-8+8E8*nt4+i-<Si4C!P1_gkYadQL
zOpDzcm)j>ZxE-+mwe**s!M8b#<3f1{ta-o0+$w`E755#C8d_nBAzC!^>kW**N_5Tw
z5)9EQIx__gZg#*-G^K0`is3X&nM$p7q4x;$ryd!Y-!Ad%OtG{YI@}xNDyamHctcTe
zrK|+LhBXR1L;7eH)<bVXC8u});`is#LR6%sRhiwvQa!xQV)z033wakk?N@s=rQOmy
ze{1E^RljLgJ8y0-c2;N|!9|)hri-)JlO)05DqFo=PGINn%H`DK4~Fn){X9L|JJ~J3
z9f!oxJgTnurFz0D5dO}q*P>Qpdy>a6i~q+V_;zHk8}X2SE{-wr2O5AEZ({H2>Ue$_
z+DG@0hM|Jc;6n=oqo0ly+J@4p8geM+mLg7e);X_;V43%6r$2uiQA}q$52VRy4TPwh
zv^^@X?6{2Wc=n6{j%0B~3n`89IOv#mE{H3s?Wp^TI!E7RRhKEf3Sj_!?jL*=e0tF(
zQoug)3R8+vMN6?s_Xpy3ZZ6G10VaO&`@PDDXO<ABfQ!rcmp~*`stBEY+J1S)xP=cc
zii7TQnBQR@Ha_fK<hPHs#uPtWTl5(U$a`@*SiTy~=oqnj0?yLa_#@=RQckBB4&vl-
zL^VR7+t8rLY%?dZ^mZ@piT`C1Oz(dpjntBJt)uF&LOKq%)aDodBNrL|;~vKs8;i4j
zgD1GAwqmPzGySQ|0MjsP?PsVa?gPAokWVlS8k|n5^WE#s_S@vk^pEs;FyrfxZ|iz9
zClUzoxH@EL-UOGL%qU{1?Z*5v9zEX>l+keaB;KkHx~Gxw)4lF%DST8V-f1{7W2)nu
zR70;*R9@U9bM9yKrL}x|lW0+`+*Kcm^c4*J<;eX#{7JS+mcL0syc^=G<=E#LJ-H!d
zQ3_oa#C$D|?b;rjNaLs&#fpn2R9hH}>j(R(jzpvp_a)evb=->hh-U^m9s(gr40Si0
z0WEZRWWW9WBfOy_s3m<j3Oxts`HVf8a~s!dap1+i@KfmPq&8$9rs_D8Z`~-|Y;PlC
zT3b2W{+zHMa~4&PeT)CWfZR$SIf{Gy-NCc+LDO`>oL_`qd=Z<{I}V3bO&c6K%yj#K
z(ouMn%6FpDW*;^;N<uNbi{+sb@Nq5}bGLkie65Knlq>|`E2hQU2T_TjCCMP(&1~xx
zPM4$F64=y8+kT-NuDp|3&JAaj661L1^{*|7f(z0J+>oXf0@Do?K~maViq58UDrqJ&
z6b~#^APK-AhEQo~=<!Wu#2%89DbT>)8F?73C;t|T@FFO3R9EIOEWryya1x@E&rJA<
zeM8UixUwh8YuD$csk{h&=|q}u*--yFhVOny9;*%C29T|U2*5wsGnxnI0PS7^g@Pw0
zk4=p09i&p}c6Vo4U<-XDZEbUJ^VBvw5yU&3iL!&uAB`ySpJW@`;|0o;!8}WDcWA`h
zeUVv^=zAps3u{o1as=c2yOs=8Jp6Y*4$knVlqnj=Oa(^C7kGNdZ&wx!3MtEeVDj`0
zz)q2wEGHhJsNynMaG8iL8lrX1dQ97c@n3LvD`}kQ*v4BQ(=Jh9wgzI1eP#EBDh8@y
z^Q70Paz95%NPoqk=87jUFq5*|-y4s}??*{jvmAHZB}R!$=wt=Rhdrx#7W({bI)z=D
zrw^m?$pa$~&i%%%BCg(6_DbB-NCaACg%L1mOj=knsxIehOKeZsr=QRa%PbFjA$mGn
zqGJqQMi^F$)tgpOWl<2m3rha?ey(uZ{TV91>zoa%)zWhHLHYxgW66ylm|59f+y;V^
zhrIBxx!e}?rQIF70~xNwL*qml4^8kZbiBa0qH@C%=-eAO<J;SQs)RBEEp=yV=#HPG
z?O6I^W8W+Yxwd&Y+r6<uM{hprw7-O_BFugh;cIh7IE+P^4V(O;uk;lPoDPeWg?7*&
z`7!Z9HP}?-OIPoa|K~L*uAg+SZLf=lk=~uz%+UhdW><I3b&e59>!|#aTR+dqe8xuY
z1P0M^+*m)dv#t|ZAtJgq)K-o9XGTW0sPk`L3}Q&#-6UWxC1GIkzv@=+DS{Ah80GSe
z02q`(@tun5WopyPc5A&42!Zf&yIVC)5Ex`)WbyiSsDIK6k86ze80PNN3UE(g-r(5W
z)RXv$U(;xuF`Pmn{<>nQN1$hTqRpzct9J1y-BPzdS`B4nuu772O-Cpm69)Aaxdg(M
z$BFPLzad5Gu4{k$MA&>fw99N<veUx>J)j_{qq~ddG{6SUfgC5LmU`(G{M{Q2i0>XY
zj!;KMqwF{Lcn~qRY~QdnxNbyYtYfd4BtAD|O0o>>i|A?^>d&=b|7=&aGj|oI?JXkT
z`$#zIq~HdF2%M7CdyQxUX_?o|6ea`3I;AGGjCT%Z={DQZ99OJgvFCZpt*dh4`xNI5
zO%#6UJ?Sa$z&1AwgN_}eTySkLlc)31R($a6n1(!Xfn0$CDO=Fvgyc6&_^-{qMkY|_
z!qAiu&e-oLYptd3BLyGw{!U(Dq{J~=s|P!0ksY_zw}3|Cb$%va@hU9(Y{9m$yE3A;
zRIwk>Opu3b>jLkZ3bW}9<d$?0&pq9=&+=lZO1`fnZ6xFM2))<P?;8&JA>%jlLNmw_
z-$W&>dHYE-Ja)0tJqPBpp4Fqxd*N>|E=7;Av%ix8Lo$_@o(t9c(B*GyT!c^dM_1Bw
z<5^ddi6Ez+fEhHD7dJxu8vFPw8dz8FBf$UQ`aIAmA#vCOCr<>xwaaE7<y5hDGp)0Y
ze`NG#FM7RfMOYt<o>lubGm7*|6U6h${}17~Vgx~n;yw#A{7EcDibThtL({>X8w&Rj
z6J{ynB~v)nO=afHSK4W`&(XFcF-dtJBFe9B2t>O{5`jJ9(yjx@BQ}CJ3q=6|F9Ek3
zBgBS-bEqF9D~58c`wass3}K0YF2kn4SI!1S9m}Xg$Ju;#@e&{Tv%HhWQx<ZCZ1>OV
z^^xJ`$uCe)`7vgAb_4N!V(lxknJWYO$j!|@pkkuyyeZY{7TyX7_+j8UaFvu+4r!zo
zY|4!CaoYVru`my`%M$SR)0tOOX~F##LL#?{%%~sflyikLuGp2UkGyMqjE7vPRZ!05
z$q3QER^#f`?=aq#&&b8+nfadTVa&o8eS-5xFK>#~Z?RJ^zw|`&=DpEQ(4tvag4HHq
zokdcD^+Wd_>ZwiH*w!u<dgJ>N1gDw&e<Cm$KQZiDGARS?f425RW4^na?ojVJu=W`8
zw#vA*&0I=;C$I`tD-CL6l6vwRo(=CFFZ0BBfa7JVRdHPr9C(J|G)iFU1kUDsLKbCT
zNhPyoIzhsx`Q0`x;$YH+DmqM2MilC%G?T-B#na*lq|rA1A;uQ@pW)tCev6|bvi3}Z
ze^XK^-<`)5u4F<g7W`JMu&1ezc<{4C8rOW4|Dz1X;nZ833g0xBTKs<*sXMX<l@B!A
zDA65%z}ONmILo6AoO-PFQKL8J9e<EDb=`wse5GEHdNFb8TC<BpI36}e%FW0^GP=p4
z=C=Y3VTpBhAyL$-G$>6SsKLvmCDOFC22=aBe*wM26Oyge-{ecv4!o@N5`a)Ck+WN8
z2i~wBUkEx-ATx)TN_D$-5GsLAZLq*QHcS$wCbK?hkbdU?`}#05)cAC(bAV>rL7WD9
zfd4n;`>p=?LiysWV}7fG{=t*Kex;g%TmRyi885mIAAfO7P`~>Ixx+uGArI-lri{^|
z>_3vhf5Gzah_|}`Hv6Qmv4!f1|G_gEkp4+3-Sw%nIscJs8yWWR2Kg@->rt`FHh}vN
z(i#!?FN1~Agkt&c1N(m{D%bqKfF&sUsYm+wFGT!@%zKLeu9g3yyQxZId+`6r^|W8`
zUnuqenmS8G{abpW=a29PgE|~R=->W<zv?w@>`y3<FU|iqzpN;`@zvC6c;_<WcklmO
zvEun4@vA=}4`4xAY*DX>U8=2rdLHGF!82*#m81L1WW9Z9lvG`C<o?Zk_eI9sq3~Gs
z&R;BaSjswu!s1Vt`uIosBB-z&<Q?O7#sA=@QYdvjoS|cBA#xSpULQIjL-q5aPRmki
z_%zKSGt}xOOdG~Z0-y9Ej0M|-ySYAMLD5$7mm7d*<(U*eJ#?=~ndNt!wBs`02HGq&
z;Z9K@pMq~VQP!rvh9P(6yWkCcv4zUo|1{sT7tU8$@;Rn@@YAOM#$cNMF5zt^_P7sO
zXX~>1(-_yq3{3KHNvQBwFlmO0@8;qP<lTb|Cx%|7MNgO8UyOCe*<Z@)^q*+$+n}{y
zNW3yuayZHpAq5l+I^Ub!K~5N5&bXWBe%j#n0Dj*_scSgZ{ppZ;e*x(}S>YT|odWJJ
z`J^y>CNzqtq)b@{oG%WX$rVs|sVUbC#NUIB>-CR~zXF+IC!C4TUILjHprVzQ?i59q
zd8noVbHZKg$Io&NRZXUP&nL=-D8spj#p0_c$8$t>UJ@(9_cSg<d4zdZemJQP_#GZC
z%8WU877jw`$}8&pU=fz`gqbM{QcOUnRZ%Jrzmjt7V7PCPY{GQ`j<!0xjn!x-rX+UI
z?<fIoI*S9;0V$|)FI`0EFXva`C1Z8+r5_2!gH!RA|NG@LerurvHqr!%2N`NdhJE+y
zB0H%M*nQn6%#*PARH3-+D|Mrv?gpEuZ(>xzxSz!=Xb+17ze8TDTG$9=9^avh%|FLn
z#mCW`r}0@W++D{bu^xnGWh1I_@|JjHWT(q!-3baLMkEdZ{G{r0$keIy+<9+Ie+hJI
zX~iaK(B`|}WJCqCn())mN#b(3mC#dfDnHVE2>)&Q)M5V89Q~OH28Ky=^Iw{yzldwT
zZS+d=>eGE8_g#ku@WIFz@k4U!<523;!vXibg_OBL6BSD<XxIWOc!tpeS5ISBH|;Uo
zB1S#W^&!~f8UzgY*jK;YIOku@r~?I0G_O7+a`WCkrzN$po$=)>s8>bc-KygO6NoE!
z^TGM%Q6n6%Z>sz0X~;Ip{osMt9ck~;1N7us`Z$RKx{6GN^*0x_op5@jjwQ~j+}MYD
z-WQ!tFmiuZC_k|AcwB84M7J0<)c81REBI?Xv>gfk_HQ;keXw`=Fy}4yQ!o1{8qvFT
z7q-dX?o~>tf*`uB7klR2!FdX=f}yGIZ8^2viERc5aj|*ThrHE1p?bvGO)TY?Qbv@~
z049`r%Y@~##Kf0RES$_|&(X`>(5Z}wHlYXvr+-C)UdaOJu!^JzOInA->Ee@WF9{-}
zJMqFtD>u@hn~F3z6^qvNTK4*zhbu3Dr<zhH&+*vz#3Jp3{4_Z|#Zs{WszuM5N%bC5
zy=j!6IG94ZMi(>K56w9YcfDTrq;|xozUTUN!7%2p1^s9d+}U`){05Rg3@08|CTW>$
zJz%3IjwOErCw7f6$~aU8fhWD-w2535500ao9UZ!iN!Sh>4@t0xj}VOI%{EP1wvI#S
zFikh}+^b+V*sUN9;O$A62L2fpENJb(gC+?%8P^5zHnRr0w)o)rtp}GUqPBS9A%LfD
zDP@1Z`}=$6#(Vuw<<k@OXFyqxbMZY>w(Uc`l5jGYBPb`7jM65%QGB<vW!^-Wx;?rH
zc2+E9XgiNRDIgTig=p_s+;lmOx7s@qj+b>fE$+|Zm*9NU*<u)1bg*$fMEXle5@s+7
zFeNdm;4@rAG(9gx1G`Qzz1VDB(`QB2UP^ubpWXSd%d+4V<~D-awu{STs%c5V+qIGm
z^|F8KII6A%Fe1{kRspAHQUu)Ih2(6BmhERI<kHYjVu$JNutCixxQ9Sn5Ug7bee9u4
z37#~jY1nt9iN&GIcq*C1h4N{3A3azsNG(iy){;Za`Q;|HO#H>`9-aU#EQpr?_dQy5
zHhS0};uaqJC#xs$p{}<cOM_0Bv&e%cj!UvGsdvGpM~vQZ?N?{*t9hG}d|{R#m_}3`
z)wEhvini--7Y9;L^EZ<9k9fJgllG?%>p4S>r8j&L#7>XF3GVtFtoCj|T8|!fwTXuw
zHII*RY0ojELDz2^dD`9G?7B{@9G5$}p9Vo^QYVRTX%|-q#e;skk5Bt~{`mLJi`z&T
z*eE;nkivp3HGEKr&)?)gs6*`ZT)J9u#-u4YGA%hjr6h;QHMcHy!5L89t~1#TMslB4
z*i4FHd7-@CiITE9=fBewPJQDzzW|+*di|_Ya~aS04#meouc20JKppKl?9vZ4@AW~7
zw!GM&fD5PfYh-Bk9Jxd8ge0u$$;dR57qj76ko@YN-V0#oA5~LW%1DG(-9c_Y9~)pP
z{}%9CXvYZ=^E3w%-xbjVgh@q;IS0H2xjqz}S5ILTTY`$i$@tMUp>&{0KWPIKbk#kc
z)RwJ@MCpnT2&A|_CvOh?48#X<dtB4z8keN5-l@&i+?Qtr`XO&qCR{M&4}nHkT<Utw
zl8#nD-FGE6D+koQR)=iU_DiyA)<v5V+GJJ^QL|Pe>s{2x%aTjTiy1}gX3T}Gh3HYp
zA7rwGgOX7j6}uWXkFDzmsWSxJZ!}*~eebRiuKI*%q1q&Ts5!vciuv7UBR;;nzw$te
z2e9lqA7WiD@D2f);5Bj`50s<A>wKenhsN%adpy(Q*LHp%`;NG>$U9jGXnst5lE`T-
z+W&ei7wl8uC8|7y8hr+-Y)t1cUjDJ2$a3URIrRypb6O8oYw&f0X%p<IsS3ai#N`&Y
zC0xgt+zJaIsOB=61<$Gf9H2r?B#p1?nYeJ|B0zeTtVIEedIcTPHiZ<o*@DlzTd@)6
znKr!T0^EY!s;IEcKedN5Dk<mO*)oxR@Z)ZITI>kT&L^Z#m&QZ00zdhIX%1Dgb|j^4
z#pkCdkl36f$Rw8c*@Lk|m>jep+<M-zc;d=taRj|;6sdVG5DpuwgEa5Q;kK5j{?RV}
zEw_}&cW@fmH^v3nC(2vP>YkV(iXE0Ge%huX;mX3&eirnd>kI%<ql3ZY#g$EbyukZL
z{DD5#oHkm$sddujdOx*YLd&ubeLU;pRA>~Od+3#f)NgVd8(>!olZU-KQxP5>-n?I)
zQ{ac9XN2q(nuV2$MOBN8bSPrwx_6>7u~2Wg(ldaN<OSgF@>WeML53L4D8pWAGAGFg
zuT2+Ll&C1rV2Hz#N!Hfb%3Y_{BpiM5<|W~ILt<$TPFgS3l0GOX<j~|!{3v8`Xu*5u
zhlLDN2W&XM-O23CeaG!f6$NB)yH2Z`qzUV~{BlHRjdAqp)`3cWQF?*?6V8D}A+1FR
z3YQbX0;pxZxMyXB=4cn*C)#*0MXK&R+5@zm`L;ULjxC{~%fqvhf}>_V(n7<2^dYpR
zeX`tAY<@hbg#1ab|N1B9bL07bX={8ZEHU_bnf7#R{PvxZFr#ZSQx0v;d%e7@97Fd?
ze$c{Xszu)9bqALERiK<)=yh!>(+;?LBP={~<SBZ8F}vSIctE}H`A$AgT{8|l8&`uK
z8`fggRoT#5iB$NLw!C`6m0o#h;-#TODXo*~xHJ;=%FWmku|>&fWPhk~NEiu3nQwqm
zoZEeNu1Z`_^egB*v9=g}$J?LOnC_dheRo@WdF{e70Ihrg7x&jmy*W~((VFci{JlzG
z3usr&<F-XHlo?CK9aJmvq<3cs<NtHQ0Uk4StJrlsiQ{%wZcE-W>`HH8`?2H>7QMvv
zUA!j8*43>0Te3MG1}^O$CMo`v4OCpS5l7)e6{7IsYQlX6li<@NaN(aF1Zg=9XC-p#
zC+}Ubob{==gM9Tzk5Crra*D&YuM2u-Biy)f!~&MvCh!fk1L-$hxo|{adneI<L{*CU
zS(^G*W5!WLn!PTc+Y3mn?hIU;+Dw>FI2ntD<c|0?ZqNl@O~9gHl{cX;e*Xy>JaQ^6
zNtJ3F*;#I>m@3D$SEcW@rbvR8*w#5MuF1(h>4L!^dW;bWQ@$WoHgl+}txegn6y!(E
zMtXMAp%4F(<oA8>ro!)2RjOClDRFK(6b$j+dK~Lr6}nWvCJF-2JpoOUZy`!CHa7~l
zt}QbSL~Ko)q>q!qZ%oAAJoio%(%<DpfjBt|n7cbIy?AH3in@LDZru6z_w&iVmtsFW
zNm+cKh1H0>USAr<9S>w5%vnL)7XFn09>Gtww^=z`c!t&qFMs&e<$qsk7_XV9Lmi4`
zikyt#p?{VC@9R6{p9u^yA&K<YjPhR>xgd{(-G*8rs)>36-(P9{PVwjKH!E^H#>&T@
zq`86r$>`;uK}cU^mmOz6b|(O~|2w(o&yL@}JG_rbh;>QpHzN9<ydu79gHL^9U8xo=
z-_B<LM~eUVil#PXw9WfJk2x9geXvZioZ#dm0W-Bik(1hx$my@P`1|rS5^U2`EK-a}
z*zakSr<iG?*%q%<iJ1QI_Z`1l&gUPAteJ`YZ#JR7v-zuz)rR8DZwL-vn)UCJ&~$2d
zd;RVp<=b}j{th4hr~KlqZ(i>Bs}Ahw4H}lci)jDnraIW*_b}%rZ)7H|yAx)+aaMl(
zo&2v4bjwgLcgXyy{@L!NJ$r<TmjAiwCj*r{Ro~0B^WH=q-NsSje_FlGmiXlk;lElQ
z-G<Z-0fKm3q}xFEziRF^^4ExeR&M-Hvo`|QLn#F&1_r~oBo@7aVbD3+OuxHtB`IPs
z*-UKha%Ib|Ka9<(H;OAi!OI#-;AunluRJFT2?vf<RUEI1hL{(i)(S#~;C>v{_>6ll
z-wo&bja*m~%1cjtoBOO=x!L3%a0lkS_bDK<rDV95)9O80VwfE)2OKtKF(VDPhcq}*
zuc-0PG4<*yM%+Gf%jF3B^m}dho#a=SvpSput(+IH+)EOpL-C!$codA#@Za4%0d1wS
zF3h=LNPcyLY3P4cdy>@&rfiH^K9_GF7$1F8Wj9nhchVyWAHhz$?JKJ7euX2s<3#BJ
z>A_u{?*J70BEoV@rbG&)ib-i7+X6;88j{ma=8)2KyKVi|&AppO*0-4I5riI9xKrkD
zs$7Lxw0NviMdLl<*k;BEBx}mi$*VS$pbM3AA5ohFWE4?D!H<Le&DPuP@tonKG`lQd
zxx2baBkTg%bcryr-zf&%pNx2o{P7XE9)E)4pOs1c&^L3Uq?rf<)g9jWCrog?r&Uxh
z!uZv##8dv+Z82-nxtprNQy3@)HpLcJ+S3nqbS+Ad86>znmbpjS6wOg2)<yM3BC%`t
z#*20YE9gP+cfg3q`V3wNrla{Nx5*ha7q8unw@Mc#kcXbzxqY0K2=9HC1fntbmLxOC
z65J@Xzl~Ou*6(vx4p>glezn_L3PSZzTBs^-(T8fVoli+@j}|f8;f{~lp(s%S#C;nt
z-@-R&mflSLmH;h;*JvZjhAo&>0)9Q?z~{m1E3h#GkcM`R`8APCu$%$cHPoHY2C>70
zHqyZ=Po7o*t@AokdOe%aFN5g2$nT;4G67Nk8tQS$lUG^eteQa;vkX#?Mk;$>skkUh
z&l18b5+1(vldK&#GBB(zN!v!VY;BL5U7e!Hq2mE6%}*av8)1eo-rIS*4Oc&JA@9Z;
zaKP2s84Yxj;{?zU0>#A%XXI3@oCLM}anyWVERD=;z{eX@5-h`f9Ev{P3iNn>NT4||
zHorgkLf^kL5U*qt<bo2oy8s7ycD6sSbXp+?*CR_rVkX7!UC4sZtNW;0n^i|oCCJ-e
za-EAFB=b}1E~`SSrv_Z#%otCc-&Km1L!SBjZMoOd#Nu`UPDz4nM6N_Jlbw==4P244
z){$2HVunnd|NL{LpvxYaWO7V3Sby&gjED)vR24~u_Hd-{TL}-180ZUkKqPg@c$lTa
z;HW|1{XqC}f9K~>D$bhvv^SR}>Wbs&;oIB$)OHVE-mJqz%7sR2BpwEjj!x-Zwfi0{
z)AlBCwoPTKEX{sm<hTlzfYJf_Mf8;tjp977M}7lGCyU8gHKF#M{!X>P-L{6&E_Qdk
zxf$|`ebc8w)p4|0s#hxGkX>5#&~dd)9>*y<4E>c4Dokkd{OqTjIl9Qp=|2pwBVwQ=
zJCp2tAZLu0dv>im$Y)0=Xif<{MUWk@c;FhCaCC(gtP4OZa00jO&|E}_06L5Ip$P?s
z6Aw35K96`5n%28#T9TYLIMmgN@@rbM{MW>@<Whj-{E-eyjiogW`t@ySdt0ST0bQk)
zL9yEbf&@UVHfz&SsH}R61mY3%y{9mFozq~uhG~(-0kr)!*{EA2Th_Y@XIBp!7Y)mk
zmQ0MHots{|33prh971|+6M4PmS|Qr(;-<}WrS6DVGL4_Ba_dbr2{>h8yR&HyOw3a}
zvZ|Ny3&<&i%=Ns_j$<KU;~ZFTs_h}@ze<H_exsLGP;?X!<jtm?8lQhsa)&|vz>lJ8
zcXOO)aRZso_H}?%_zU%EN^$ko@{{k@Fj-j$-vzR9C9BR`r)f?TXBRNwdy|Tm+6KHz
z#Nq~6_O|VjwpXZ#w&X*MlQ}VXl(e7Vd6ma;4H01LRiXlhRAPNUt#T|WFHSVtyUifX
zLO*$J>;gMyX^KVew^b=Kn9+vj<Yv_t@nCCa!KPAXJk!6fx&$+LG)WtOg7I*9l)aLB
z#*z{mQc|;t7YyC}la{Rf^9jlxQW|u%Wi8+pQ`JlSo1J$eAkw9PiBxjVP6T;5)Y{tx
zNTNkn-As1)l*3Xp<5h=_RE+a<g|tFj2ro|itvH$GLu7JX(QB8%!H*5zWRgkWKUkn@
z9U2R4Ucg=F=ufOpKCKrGIh=EjaYOp663xK{b8vO2I1GEO2OWQvn1+5ezl0?+%dR(h
z$_gzW)FuVk(Q2r3?R+EP$K{8gM1TUmj$HGap0VimG92WtBiI^(d(-T)#k##IaW|z}
z$&~WTqG@~k<)3p&h?R-faRxVzFJh<TvjH7pglIDIZOz=U+^+auh5@#CtD!98$=_lz
zeN?9^g|D)&T7f9_whbF!Z=|qBLa6JU61MEdz8^L-&f;3w9(`S#&LV7x{u-!hZ=HmY
zD`%lumRtFr@uRQ&1b_5bp8ig}b|{Nd8gIJ!uahP;dli7Fh-qGe%P)m?&2BP)z^3&`
zVFS&whAdQTu=SCQL8>3P`{fCcoU&pF7$^jhxrHC{ZkM{1wu>a$QV1%1!l{lujO9sD
z%cU!s`k4tUr{V}c0$TggsE0XRC*|qc2YOcVxNTgnuLeyTAt0pZANlU`iY&g8XBynF
zIvADo&=1w@Gf<|IC>9e_o6#j{Co~Bhy=&zA?B<Po^u+`QI#t*nnu+OtML+W-JrP<D
ztCsMKl6gG;HdHeCQcDREVjPoraP(syy;E&oFFwZZ)y<dH<=UN?=5n0mNmG=Rh&CT6
zaZ$k5NXt`&|Lp$gR-MOo=xUNnNQ3E@B+Ni?VNDJcOH4FMw5*p6LlARmF#F!I5EW5p
z$!%OkKwxlOOMpm70CYBlnqPnD$Txc=T~WF^3vo65&*+^$>$Q)5*!QiKQ;#-yeJSdX
zLR$A^f$B_BFPEW`=rFX;aZC;2<($G1{7GbzXlNZAQN(vCY@RR9)yQ+079bN<K_5vz
zfLuKmG$Sz)jU~`U47^J<o+RDD=`s}*hv&Zwu(<W6`oSEfIAlYiMjCS^Q4QVz>-FX0
zospkm$MtZO<|S&4V1IFC(YZ}=K(=Azr=`g^hNXuVeeCMq(Kn)9{1lYWLy1@TOBsWQ
zxf;zjk#@qa_rkYM(EK-VGxp^{i33`jjm&A-)-1pP6}$v&ctN$8@P+tm^&f!nl4<l>
zLhE6042k4jEM60<O2EQHO3t8oq2>AG8jXu9K;3LA&_hJi^-Xj_ucP)xw7kcBqJnEO
zu;L7f5#qU<SN)zI|I1pOSdLjVmejIA$YbP>;3A?JD1!?SLzXo+oE3-GPa&9drs+MB
zvHyVVJtseYOpD$1{jS?Jl?saZs1QxQU!ncF87?!SRfi{Rf|c21V8l|meZwZxHmUs~
zlY&#oCq|inGp74<u3wc*SCt4RnT^;rHRl43=X#X%K}M0P<Jo3M)yO_F1-rD6EFhj^
zP(13>_)%Fb%{6qSC62GC7%Xq3>Z-zzRFBT{AnHbIIvD9usfUe}CA!4`OqFtm1B1eM
ztIP5&rIO}eS{oLu%-8eEV`Zjy+M8ajxJSj7b6VH=F7*lU3^${wE`-L@OuU4U;%|K}
z#ArxjFvZAX=Fu3&7CvaEOlv>@@SVlzXqW+Eeat9enY%0{NJV~xVON=2xyJ-7;?oX4
zr?~c$W!2X$kmIO4MUEcUcJ3?s&-Gk?tvSLZs(#%;Z}aobn@oOa4<BetHas9RVwC%=
z9ozZNVc=Umv!mKLEvtAj<cF`TF`7aS`1flK_dHB~7IzgXVmDp>+TLOOPU)v|dRhb8
zRVS&G7mS=lYa@b1NRu;WT3Iyu>@E51R*38~vk<8xLm9`0L^EII0(}%U&<;%6`%`4S
z0}XXgxDH)Q?gpzw+$>P9U<GuJkwVrRlsUty-)d=*j0N5~BECK2A@jR0-Lgw7$W6fd
zN~Ejv$?_dp=}rn(NDl{xi<CB*OXkd0{hcCk206_C&9b8Pk9}Hi8kE5qOAL{r=&6a<
zkmjXdR>!`g22FG$7p5UP8BfA*nG<T`suGQ>t335eQ7ZebANNaOS5+yt`F7g|i*gvN
zI1eN^)1i;|;9DJ@m6yRt7Mj@s(+#T{D{mZKpg8SNr>}22cF7_oOe%h=*wV5hshwNR
z+$hYx>E_Xx9fWyHZqt!FLWabfgdMApjDvv%1zxzwH#TbsbGYsK$d|4u?KYa$EY|jE
z>M5o8YMJlMGsS*tD}M<Ok_aHqzZ?x@n1zxF!1UW|7`nyqjqCOrKxsMsN-{Av7A9v`
zk}S)x{nDWQN73A0-A?oXpG*#WZ!K2cc~|L;DzX{4UaV@e-y6CAZ1oI69uPF}LQ5n3
zm^x=gbndm4rTwT5`5cCHx~#FmZ>m|o4Dv8(vAQhQ*PQq_`4ld|2i+%-cKJMrm?wMU
zKu9rv$x>v+D54!_1?w8|w<zVRQlt{cR&C@pJqk!|oIwNGX{9U$Z&>PceIYmt@=l+E
z!U*bog{lx+XtCwrhhSO^2rDS@<LG-GzhmMrB|^O*Ls|19!c$v=H*==EMbea#uv23p
z0Ti8m|4DEXpX5gZj~NNQl&Wa>eK`oiy3szLMPRHOxx8WE?CtBuTAYp$p*@8tjlmDT
z#bN^D*gm{-M`f6LS}GkX+X2u)Y0c)NNYSkUTH)c<YC`aPjfez5lzH5^chJl}Hjio2
z@7%m%#p=lqzEw_zf3=q?;UJ-ex{KZ<PD=bdXCSjp>LRUR<1OyXL$YUNQDz4%0eEsQ
z2mWXTHJ1oROG@&GiC4*^nT&~t<Rjtuv2*nhyH(1Q<k}8A8830<^7MIwk9d8j7#_Pg
zi-qMrZxMbvXV6`dtGF%*ZuPRDdl(h-a7&Y4{c=t9P7nFlSd8NW|Hoh)nR8eTL&0U_
z>hJtgX;5W`(HnN?&Wv^CpV1IL%+^~)Z-^!?0V|MU`7Pd``{#ZrV<|S-xZx{`P^ohZ
za#U!3ACpn%HUJXC8(CtK;9x;3=9ne3FWavnCAy4L(6IQ%DLm_<XqJp66KrZH_|nNA
z^?KHf1FfVVL#fn@EJ8DU1zq_1yUK=(i5TkVQaZ}N4JR3s>(qe+QRWtDPy^G_k0R9u
zlM%_8O6M(=Q_5oyGsz`b<aOk5>9EYqRBaw5QUmd<mY~951t5FEix<q3C*wm>MKra+
z35My?kp^AL;h@~hc46_iy3VIy*ZBxrS4&TTk<RgizZrr3Kl^U)3g0q!{ivF4IA{9T
z-HOer7U*ovEL-pliR2b<|F91R?m5A`czC{P59137_s5z-QmZB2zNfldmkY5H^|`WS
zQ+p$_y$s4<{sJaxG_L_#<=VV2>^NKTq9N`gdx`osXl1pi#&viGpxxywZCD4XVy4PW
zrr^$cqcmldmb;;miWhsq=uz81QcGQ*+^4j8{eh%?c4c@_$~^J*gJK)eGmsX3xtfIj
zX_+~m&}4M~4+44S!2fLZ`YXd6(*K4&uTPL(Y>LenruJe}tTYB2(*F;SNy7eTVQkDl
zC*=SAFuxwD&E<DyPA_hPU-Ny~%`uU(_+J(Bg3NaQg`tvE!u5@Rb<w}CQ@r1qy>PdZ
zUp2SU+!%oNjBNh{+1l!VKlOiELOU~=@d<w_=l^*XiP`-A?%zK@@%%y8W1CEo|C78h
z5B+b?z;o+P;QZ(LUkZYNc>02`5SZ8{Ug*ky{{J=P`(G4}$^U;-Yy<m^R+qpeBvJmS
zcE5w86949=LCmzng#T4t&)J>6di_HFZg`?6`TvvA%Y$@7<^5TJ|No-BRQCTHTP-|H
zzWCw7W4XoEaC4B+o(&DY7w7ra<4lK8j9h{TC#{E3(?19|DsO;-U`KYt%_!xIGaMTV
zpJrs#X7L}87p;lx?%%A}*`?E_VN_R4ogiH~`)+K**)c1`%B|&cS}ufY7S$H#!wb2o
zkStS|l3`yzxa#zXpsd-Jl{XX=6jT+oT-dO}U<m#htM8D1gYCD8Y|~j$*{%0CiTeI6
zP34b~@vI;Zg%%5D&8}3Bt8R^Wjk#1~>Mw#2gBJCh>v|uK71W~h(4e-%KIT@AEj&M>
zt8m2KZk&IA)&`xuqcJ)bC-AN1bd%7xgZDXFSetVt@i%I^>|AqB9dA79oI$<2<=a;v
zm$T|%1Qtc2IY~-|CwO}FoYpfnV*UgMi`L6ReI$*iJC)&a+7m5<Lc|w$#IJ3t;_qSO
zN;NZ}+SvzMHCJcyYc(Z_@t7QDSq5K309{<?V}i)A@PIuZ5K2DQp64x}*Me^E!LIiF
zq!RAq(r9d$SCnS}*6_4*0=1#tOH~8U6)f-SIvbc$o}f6SEOp#f3?o4UiO?gtLM%H=
znFG!@Q8qrl<kad*;H<Cr8jqH^yydF&2^oK9>#EO-s5<rMhFd9hso_y50>Z=Mz)JH2
zHq`tKTa2+t))`|{Vf(agnDs1_!DBa~9_YF_SBwKP(m-m9rLQg6<E+I)*VV{At^a1~
zct9m~OZ_wDMI$4E;}+yhhrS~GgDgFR&r45k<NNJN7(kJ*z`ko#!YNe)Uqh=^3mR^@
zOT<@bfK4?mCp~R<FlFgcW={^(U5aeEv3Tr}v(P2w!!g)^=chhf4yjd@2Tsj!RIF#q
z(s@oEC>9-UPxuxAX!~pqJ~KRv488k04_oL-df)F7i|s^GciUp|)El}jma<kt(`Y|N
za*cZtoE)2E<Z->I(YPHyZ}Iqea15+qLK1yGh}BB-yxg2%GIna_BYMMx?JbPK)~0;B
z_Bmeudib7@#V<MU?Y?#~*68n<?i2r?nRfgV<4(gGbbg$&zlF~QN=zN8yS`V!cRu#^
zB0Y0<vVA^4HCrKc()3y<ah5yjV$J_Vw}=Mguvq<a#KzIVZBj!$p7W;DVdbf;jFE$5
zqSk$8VkVuOl=KOh%c|<IY{%Vr;pxj6t}?BfS8TfDiQK3|Q*#}7l4fh7*>uL(t8(U<
z^XT#UW-KIiB`}qB+l+f!+UH6S%|odu{c^0sLE{;V9w*W3^ze-iv#+2@7&PfiHQXu_
z^_EVycdEobZ6P=i8cglpIc)3xs7a7UZrPVwal!$>8oFOZIaya&-VAy)KajBweLov*
zzUGzxp(sD2)&NHmnoXlKA6+mg|D$RONA>B_+hO?m{fH_a*KI{tLQ$9eltYw<4E!aH
zXEbKUOp}&(z-f<`gIq(d_)0r#iiF$Aw+F5Ul7J)CS5s`jQ$Q}4s>f2Euk^;`av_kN
zv6fn{Qi|q+jPd$ip<svqtX`Us=c#viGlLCH7{aRaQ)d*7O?Ff<jNN;4Rhz1fs@D6=
zSv+rFhovWgx5Px$+CEr@ao^64hoioWRt1u@u!k(rYZgyvr`J;kt!UBVqv^eD57UF~
zLvN*g4F^tRZlgk?C&k#MbGrWc^=NDp4NUVvy8(mz(M9SEjPFy0MtcgnzWK4`CO3z1
zqY#st{YZ0%VavGmEMB1+9*Qqor?Fz0E}{9R_yHwgT$&;S*R#Jus3X`MG&8!*Zl`qZ
z!rJM%@`)*+u%uz=bBD0yh}mk>y6@-yM=KWOE)#rkj)!6-X!D#x?g1>mL&pQ;{V%=o
z<28>jjw-xA>u8E0a6-<b;}jZFkn2LBWVy*YMK!Fv+8io#U5zod>qF6l<6*o(s@rxc
z?a=7+8<K#NQnUg;Z%!TuD@VB=cKJr}jB%raRrzVq)h_!AZEB9^&Vh`e(2J8#<vloy
z_=yfM=M?x%LQR>9L0(1zCx<6xUK~+Y51_k|K`xyP>4*04i0~@2<)HX&;}|`^MRJ)&
z2qc=sGoGHP_Xo4@Hl%|r+v+jH)7=+t<%u`zubuJZS04@`3ulTGFWOD|9zE2URrb?b
zCZw#OgP3(hkQX2usS0%jJ5*NRqtv!I?Mw={I370&1NY^TUXw?JlQ7nNhF62&4T7~=
z0_`VVsniU)U*RQrJOoO}D5k%UIyj%eI+@5xc=L|N?QpU02tB;nVmqXpEoV1E!gY^1
z<C44iv%xjzX!HH!3Gl+i;hPE;s$6vD*>bTT3zM)U%SCuiavP%aaq}v_l?Bbb6`jkD
z3j*-fj^R?g4FG2{yS5SrH}Qs23qS0Ho5SL436Kinp(4eCE_DI+LNy-E-vFqT&L{9&
z!Y^_a<b)^hMSZ}w)(=j2KuV3)c>GLUG!e}vx}QkX*9&RuM;5XpcLF}py-&zP=g``~
zn~&DGwd`)F7F%`RHXo`snY5kfDUK_HEW->2P{m(hjewpK!#M~Rk0aC1^LO84g<O6{
zGo!bM5sj1Y{8`u$x@1S{)GEf7S65hr%x;*mcbv_lwoQq8FR5aN<((xekx29A=SG-|
zn?Z2jymeZ1mWs5>I7&hhd83P4_j;(m9GXcU(!Sp7Hrd~%m&G5`PpZnfpCNsaZdo|&
z$agq*QR87;Z<|uDD92$$=hNi(*Q5I%gQfVfalT|7T8P8H+P?<Du#YmtMo*c$p?FIj
zWVlcXwBJtFgi(!$Z0RFVF~%msO=}L_h57@?X1$ZlL8o}-P~H2qCMLB*epm&(@Y`b}
z-M8a&7-z*2q>$4&PYc;vZi&LfBc;onjgzNVn!@$x_4uAVks7H?(>0)zvdNZl&y;2f
zvrwaO>Kq8nj;{Ss;~4_{2#!96P8+HXAtBlFG-}PGC2#76z|2gyAJ~NN+|O6EK6hb&
zN-3vr-bZe%uwIizx3xFy1rFlEe<k4#9*Q(hlOfN!lG6{zS~<H9)o2FE7Up)2`|279
z`qQsM5a7=v9=wyd<94OnaIgB7&hm`OY!BO`4mEdy<#ANnMEa|)^RWIj*tj31AaZ!T
zKW8pvaT>0WHfAx?ssV4$)iX6daM)Ou4#yc)y&+;hK}sLY$x;Xz*Xb3C)W&Eq-zO5C
zryd4;%ovE}YsoBA7jT`DOoe4fmYmkp5g0S~pSm(MJhP=VK8b(4>~7t<nnr(Lzh6<f
zgX6AkRMT`>`^m$>F5aZ75-O>j<fMf?TJg%yS&8l<=J#@o{nv6^95%b)NN9l~l$l91
zHkUO{3Rm@U&ztg~$B=J*`tk%9hEK3VQPRuPR_078(D0<E)P0#{P`Kru1(4XUB;`*%
z$QQv|C(71G)i9Kh&&JJlLRPE4yAkniBf0$OtXN^~wyp80)<IcSvuEo$L`vRzIjAm!
zcT8YQ7{ey7<!aMF9!V<;Vx@|huS>+FH5R0EU^3*|)gPhQoymz*)IimICcMei7Pq7~
zsB{3)52si)5zQbG+^}&)S)^kja@g#h^Jao5*=!r^2Mp-uy@k?yw4S3eSrOcr31696
zly;?UhInei%a)~6luX+?yR6ay`KQ46<QPqT?M52D1GY4g<~>^q<NmGeBuSN4uYj84
zmAyJ4-O@xab$Y?@WT<yT(o;Ap+rz;%JQqrDOY_!+Zwdh#vHP9KfRTV%UPU+k`vD;#
z9ZGzVeTAK>?R*?k72d;fyLn{&mf<Ln^IW_|nx5v!<nS|0;N>?-3n%w<lMZZF*7rEn
z5r7gE%iHUIa*A2l;kGRa&*?%^)_LS=#*YK7zc;=se_}&Y4DDdYi}_59D(#lcKhK)z
zVuDooxFqi+>0v1(+;-BCEbK~%qgT)l0QvQ!Y!fj7d;kHk<!ZU?558>Y+uYaGHV3cJ
zH<&pmx@$4xlRzwub@{UeWfM)-;l+-di}(8&X5w)iJEGgE#&R4kru58*l6^BZWhuF=
zcr0@j-I_}7SKsNGr+g5Nmg1&(8EjmV%C;vM05HtvcJsm)MU1^M!g(Fhft&nnY_>(R
z8#0X%nd%ut%6yNl4mVW}HO!boDkk$fs}0}mk%zE-hJ={Wk3Y@eGXjbwV*2YEU?*1g
zUqzixE~CmQ9G9AzF^ij-AADSS)UJ5X6rOd3$NN^g3-vPS^0WOH>NstTeeEC7&bgvY
z-c8HB1!}wwZpWOb_j@TC)I~-+Vuo1s>B@K%4W>y@%Aqo~p#mRGXeSu)aow~PvMF4L
zqJ^%j<!0>cVM#mI+UM~No=hdwq?nLkQ^S10ENId2C}jc75tEo9J@*h9k&e2<Go1l@
z_;{Wt)wDRvm6SK(O1WWpQ_KrR>p;afYq^k5pGOT7KPO~^Lui-t>pr_&=+9HA;m9e!
z!=iM;z2C|aIl)C4C30=gENy&B2^pefIKOcA>sZ_6ajh$FSP0o><2@QmIR9h)qWm=+
zLys9^s>2u6h!lH46;b(w%D2b4ra)9m#J$|ICTw&V8@i4v8de($ETy?YtbHorgSU2f
z#1#e~AQX4iINctPa)ljVp3p|T{?Spv_wq?=D3Co~enYP#D7zJSjJ*)U*ccgRT6~4I
zh-V@$)P41-_^r}tx1Pg>ReLNomkIG4`b{cwU{UYa;bDM!u7$zQkZN#lJ-6*bg2EPu
z%}Qqc=)Asr&J7)@%*y4`dF(3|YfN(rq{Ji@H>rHJJ|)^Y%^{L1djuzQNdWHt$Hc25
z#eDw_paQzwbw*tvLwp2HrE{$8T4I`|Na8mt>T;kT*AKBFnUhG0gZCvzlxB%MFgaL$
zHNtLd#Km?6edB9xC(C~KBUO&dD9K8OPX@EWTaG=1HJ)nUFeCAMLkYHYMU^O$SNoo}
zv+Lohy~D$GufAl6LEGOIt&hx&ktJmA1DBJfLHUVP4Tm$?ci~j1qDTJN3y;eZY<H9C
z$LFqU!MrVUCg#=tH+HG;4t!FC9f`e<&>)e@7=`WrO=@r845b0y$6&V>ljb-Gr>&u)
z2lV|5!ZRdpY!wJ`k9mXS!02pkKawaMI9P?9{SO0i+ZIzJdE_r)p3jj}-hU#eGN#r1
zDz4Kr#lX#y^e+^Ryc+@$JOxJsX1BN76umlJOnbSIjr{Djw^P*bg;`m~dh+ZZ$`>?E
z6}N3%fu$28IykiM38dJ^d7Ss7twC;N=I&37!j(+Git*-B4JQ*pE(Q@+(wIB4$S?yb
z22z=Zu%u$onG0Qsq@Il+>cz{Ml)Yh5XX7Qt+1LWN10&Ou)B5dK5>My(w&bKyP6pS5
z@=n$#2Z>P^>q`yKqc<;~O6_5!Xf5ukjDrUWC3CA&g(2<j&+7TrEDOEpg=}1XKEN~y
zYu8lT;tu^6v4vyQ;)^;cG-`_bAF78C+`(6Evo1!nLb4~3`TOtp5}>zo8g&ICjTN^F
zxDylOg*VO~#7l1n92@bKsBZWu7fE4FWYdrWo)o)gQqSvjAilIX9E5P{t9q;+U~e0_
zbYulvo?tI-@J+`R-!IKLSK2yx4P&c4{U}+Lz0OT)0Y=NoEc0Z-*|Gk7jAe)XnOy*P
z`J^YGvqu|kWv&)sH<(con|6{8yZC`|A?LcUM53Xufnmea&D5|xib~atoSnvo&PIKi
zX=-xrbPyI$D#>U!zf~#9;s1tQET`FBFS=ArxMK=`YNXv0|M%t&mFy3_Vy$JOwIdI<
zG$H5-3e(COWRs9JrWh3TW99a!CoZO%QcTsGueKn$ZKv%9PRkqK0`+RslPxp*%4tX!
zwDR;d!Wo;kBTwQ~%s4~vSzD?vr!ESpX+@H~d@Uj(MqbyGR$OL`R^`5vV&p?Psk@G&
z7f@Ev(}k-_N%X}e%Q=Ix)Qo)i$*#+gq4i<pc_vk-W@^vrL3H({xtNIv-WK949P)p5
zgHL)qoo)rqjFgnn3_UOu5CI!(30+#JiA_*;fE5ER<f93Z8=sU*rL2<5<{MQ)1MQXN
z4LEK>;NXxUERd6ug~TXn+0k4`;cOd)a*AH;6M;4TxWmOoEb5!vUBjLB8$y@xYf`X_
z*dRCml?CIg;PjqOX8#&3jj`c_sNQWmF+yvPo9m3>19|gLigHed2Z~7W)9zeE+wVP|
z!m-WXs9v0^gGz#ht)}(9it7p4B23{|Hu$5Imv|D2%O7F~ymiI3bcy#m@J*5hJDcPJ
zY1*)Ef6AHGi}?0@+7aOAHp3neu1xAop`g1dcYXEctQ}Mh<R<{$SuXYq?rAVi$L0@~
zsL7*;KMWPl(r}K?u4)NZrhEl_I3Z4nd<HJxh5iInk|iv&oU>BZK-h1!AXw=xo;YWn
z;48R3`6iQv?%tc0gC5URX7b(6W<D>7lWe$MS<azDnTV)fViD;$)=adxia@mJES_0h
z#<4_1H;5k(m{03P3YHJo)q@3g-db&RHno4J&2S-$x{5YfLniE{%M>3;zkhOF!(t52
zN!A7vv;pxn#rEDV-6z-Ri~rr=^Lqc?;O%r6D!3WO*}zS0n!^W34P9%S?yC6S*j3Px
zN{SQyqNcJN3R;LkVm&EjkrS3&y9R*9=PNc1F$-3Q67xpX;A-S)Ys&+inf~^z{vbMP
z*envH!3qs$VBZp4LQ?8oBJ3bqupjPuRHg<dx{%rl(kzjwr#VZUld_AzJsv0gJBLoD
zbOZN5Z*u9y`Of{qk4jgl=9r7MVsWwcNwDEJcGn|NWA%O9^<N}RNA9@3Y{t@tA*=4t
zCse>-L8{QEP+6HblM|~p=Q$JLMFe;M?A#B(7W0VD-y3pesYWnY0bBy6yOHrdi0tB9
zoC5L(vkE#$dcvh({T6&vM;__zFmvSXefXa@S8$a34GmbshBGK5I<`!#+`qyhzu*5}
zL`9#_{CzP7w6iwjg7k1#2Zjql<;TJ<3h4H6v+7*EW#dFRm~X3#lg-RNTk0BOFX*&g
zTs5wK%saTeb0s@x`MJdco?LGMb{^yI!{}ZfHdKDi?T~W2z>s*4a@$o4LA=;n$}zEW
z(21IC#)#i8gmb?{SG;7wee2F^MqD(w8bw%|@UZzjqVZ^3aK=PaXL+`A8IRrd9Mt>!
zM`$z@RN8@ZacI6z>zm&=?wT!bnp<+xD_MV<ELLv5MK#0q%}9u|2>eLP{T#Y=YF9I@
zSEBKuwoZxxe>6o`T!$lGM<yu-f?>>=tL6-zDno)<jDVbFYx?@_o8ljkDYu@tu?=dW
z4UByW^@f;(<3Gq+bl{DmIX@UHw_Pfy*lni*<*Qnp+NRID8cj~KM@!WH5BA<NsIH~m
z7T$pbNrJm4NN{&|hv2Tk-Q8A@;2PX5xCM82cXxMp7IIf0`@K77pFiK9ukO8ds;E`4
zW-)ut?%AWCex5PLghExZj)(Y!g<t;zD>=8Ih|qCgTxw6tylNxtdIdPzx0hg*S6RFh
z>4+<2J=f5E8lMJObA6>fx#r&es;E5AY}U4!$3`wT%iF<h*An4y%Mfj{BK_QMG6q}u
z)VNr^E{<JF{ciKT-&B>|8gwGF^@Zu>=>^f^YkyOODW3h?nMQnQvaIgVMXzFCPXLhj
zqn8E1d{A^bt-1VQvA&a8oq}?r*^t+x6C4+TwfilcYUl&x8O8FxITL}!U$O3Il(CEW
zMq=>SD_goDt5#`d+Z5<lyY4}SiEat3HAlcNd!$B5rm+gTF8lp>yZ9pcxEQazdZy<o
z_)|K*SA5~FK-}WIVvtwPT)ofIZS|2#HF281l8fW~Wq%EoP1SBD8h@3b4^wJX%@Nzo
zZHlJJl*C_&14|f4cdmDnedVN<$AveBiMPFQ-EL;|Of&kb^f#Q$;n==0pRYF-N>#Rm
zMqXxe#p|MHp?Mvxdn~<<>ko@Tf@*7gj=p_32qMzEA^ha<I2i#>SsKyVV<ZV|wI~Sx
zI2=u8o0L??f$lr5igDKQugv`6&`ZEghxTX}YvI#J-`B8HMA^N6_3$t~hfhseJAPxm
zruMp1+B925IG(%7wsy>LC_4zH_=(uf)?k#Ha?qw{p57C)mTWMXpwU=yOLty3gcY;M
zkH*dePcGwCC>iGn;uq}o#W{vi{dwNau~bg?AHDZSKV`1R^nu1q>bG8-;;$&sFG(VY
z+-^q3h+AQ_AR0Sawi+I4J~+>3RIQV0h>&;rilY`j2=NcN9QYZKuWXdLE=^x`g&n#{
z9nYVUvCRmpg(cE2cYOi9Tyk(K=`<Qi<qf+fa4We^pt8ch6FUi(pFo)%uE}<Ahoh#V
z#Rb}TkaYx~`QEWsSUrfPUh`F$Vgl~Fpz#d!^(`EnqIv2c;T$bfXOuR^%&fe6hQzT4
zLcelrG4AFGIQgbNMvW8RV-Qf9=k==x0m2&By#O*uS4YC?Rsh|;yxxtSn&HX>PerBT
z!7>Sfc9ycHrJI%Z$q(+i(IfWRc_KGuTX8liU4!+OtK?b(E@|0$Rs7KtZFff&R5VwP
zgm@7m{hcy`Z=N06JOhEjggPp&_M1fO9PyJOI5?;Idk>u|(-dT;At^_Po}$nI;h=pN
zh97HOx1n2G!oSih(y1@Sv%KXsq-q+>uSgVWfPyj!CTt{L&!1c75sCKimIIf!->ofH
zaOscA^4Z{K5?Sfw%*0^ouhLvySrG=MOS4dnspCk}dKBKoKs#kb<>m&F%qd>$-O{d`
z(DhjRQdTm4Fdp=t*Ea*=V0^w`pXticM!;xSm6@N|64x@xkQ?B&XF0=0*WU{;41IV=
zlPtu#=*6Z1M`{QD(4}fr$Wzke_bF|!(M{R2GLx>#I2a%$?Pg@hL>{TDa~s=^{?1$X
zHLjWZ>m$nhZdsik@l_FuOIfi6QHbD0^6>cAC|339U7*mf-{1N?I}tZ2L9dS=0w|D!
zTdgFu;hI%?urEa(%ElxTWwSdievZ8={RN<D{Ti1RqxC+dgr2|VmUgk%GA7U{uNMK2
z_1?iaG#*~?srLrflzxO`^;%5IISdqhgNm_MxG$6L*4c<oArRdbCWuUEER@=}CF1=w
zYwosuoVv3khaS*Zf5ZQzd`f>?4<1Ph91Mjsy?|THqVLNdrc`R0Q0_E?5vSsFU6hL9
zr5b9Vei=r)7g=Zfh#uj*3x*GGj9g#OQIqdxvQOyPa&yixKQZ#yg)K36zxR;(d5n^=
zGMl#gU3`n@r{!;igVJadJA4*2Qz5@nE>!9-;tP+}D`dmLjY9fqjiDr&+grYm+8)ql
z_KvZnh3czfr7C!#sf)KQc(^rkRJC;*&0580iQ@O!KN$=J!Pq?eQbroF0yz%}BD*qC
zbKlKJza(=qfA1bM7gx*%aG`OP8<)z6yJk098J6%zlpO62`=a-&4C;?lm{FoJ&KM1k
z7XoFi3YX(G#<x-f)#D+dgQfnm$j)(4S}LQMzH}XoQZWCC%G7RC*V|>O+x1*}t%QD&
z%*_=^?*FHr{PK%D;Y&D7Rz+)$|7S5*I`L%#RIoT#5&C?sf0z74cm#hJoOQ6qKmC_F
z@BcLRe{(l-GERM)3uG=)i&dH0?K#pL^}MVP{U(IndjFzuvPyxvnBFW@tIo<G4?Me(
z;F20qdH>A9LU>U;C1e=LuqEoAd)SW(qAeywSeDxm-h`1ig`R|w^H-geatHgE_KUGY
zNQL19DZOmTKJoEzrEa5Lg`LH7AZP|Z3!lgkUT6!^b5}uSS$eanY0bFGibo_XdaFkY
zYPQ6i)IrR}yo&F{hzT~av(5;fDH$z0J3S{fH1frF^tk!`Vt3X<hIGI;zYaMCy`Z&o
z!KL|BipA4SrQazWPB#p<yY}E{=v<Mdru(UqrmBXgQA8JKwbtDvaCshhyOTSiA3Nx@
za?RcNDgppJy81Yvfeoq@Jgj0kHp?=Te4>M$(0|;`iCx<RXxQuvtC5F`L2%tJFC)EC
zw;LrmKD?~lx<3Wt4=I(@U+&>?X%rDn;GdyAcNaYvKcm$B%2@NDO8rW0>Uy5j?r;j#
zA!o?;ULdiD-MDSP?e$>y_>E^)XJ%%*pxR@AEylKX<dv)`Va?H{D}q<|nWbgTYhu3G
zERM*cu;q^UCUaY@8^E+iaL?2An(0&1o`{<r!^W9}135^2|Gwb4=CmF1GN)6keG|{T
zHq@p{9xg`VmONme@|0qHL8Vey;^x$_h!&%t7f4Bf&Dio)*vPu~cz~NkjGK`4+M-Kz
z@PWqb#HZUz_C82qq5IovbsO5p>E_c`KiTBL{{09~|9fxtqn63UrJh3dr|&U$8CV7j
zr-`nbd0{sCb5Ye~^dJ(-36y8LO#`rv0O7dohkD&km0&vkS}j>><c)jx{aSYNT4?~}
z<p5lYHybdlg!?PAYF0r9HUx*w@!jAhUD<?ws39FyeAx2n=*%2(6Tw;h`A|s-+GcU_
z`z)?Vji7TV>4ayw*wXI;+tU6k-_GvsC&hdIr^ifJam;pFT0EgW>b!mkvTs!FEU$`b
zF+70Wa0H(%mxP6!oKD@By{Othq?<e}!`}@0p(P(&;%M9=578!tdp5gJi<4U^lk=w9
zl-HT`{PY6+dWN-C5z)z-pUT7^57nenC4z%}0@Fu3Op8Z8q!c*$JUVMC>Y@8ljcaNs
zt?Zj?-ra;*8PAq7<t-ZE?!Bt<#<&jR8PwWx`oxagOi-$AiWFL>Q1ZYhr6b`zk=i>q
z&!k?4T8&IT?es!Ba-)4A8QcdMXPtjHt#}Mc4GLkmx(71jQ67i|7xh<QFlILC9tXYV
zD<QIvx2p)ST5tLEk&ZdOuQ2R=l=#O1o)=Di1wq<wnfQ@b=&g^H!R~jlaeXTvoFh&G
zugdPiQ{~AgDwe5F1k?V|n@+PtnnA2~Dtqh9qwz$GwgwhwtY)sC>QRUtkXK&>fG3^s
z&s2?k>g?ztt>OpCTk0iyj7PaAHiBlJ^Rx#G&za>+@?Es?2YvsqC)&Myr<NLtmby)e
z(UB&_ZXQUQCtW(FpglG^Zj6p(HeXv@Cy_8<_SRH8MgWX3?b9m|Eiv`DVZq)&k3j}}
zIUbZBI*0d}Bxq%=4loWmw^gg~Go3j;he?L*;gJv!K)(H9zei^-TX%U%j(5!5+yp7Q
zQL7M(@kkfDhOa~S=C=xt+UI3906vD;Y0`C?j#(~To^`nc>2Q$>hDsMRk}~}}VN04H
z@|y<kn>ILvI&Rm=OL~}#LClR<YMafQ)$<_=jHhpKN`)G%#}Rl7U!QIwx<W*})>jR+
zZs(J=A_-oz;<hjm40BvfQz|S(pEgu5yaQ3DKtjIk{u7`3tz;?ghp#huyWAFT%Z{H|
z;dm1$(7*tju5bfdwGO9#!y30m&D#1FM-B4`PoN^C(_wVCl~;Ruzbsxe9UjN|bdeKt
ze8-5<7X54`%bV3v!e2{q4b5+&m80t$2d${5<WnFd9LR)Y5g~Js9`DZcz1v1~b?M-A
zmM>L%1EyTz!_KK-V~%iP-Fx^tapper)^Kbcb3mjruVSNZ%!DbFoBckt&-+S)1Y6@N
zxmf4w>k%7}LerK|d#7x_1jUtdFKjU4<hx%p5%cv(IUY2g>RpB##rn1Wb;EKXPGrX5
z@zMi~TZd^y@NCJd07z`C+6{V&5~-`(JKOJ5%a>atRqpzehV`b`hDx&~K0gzG!hK)H
zC8zZuVr5mC0XrtqBMy~7V2G80e;_i#={?$I7=b(9{TUXzxHh*CLEFzB3Il=g^mdUo
z65gP$T3QIkN06X2F7$QqrM@zeZ+G^+MMMR5$9rq+s_kqi#d$DUS$4eU-IPYsRg2E7
zjiJAuV;E0cqL*N3dk%L=f;u*EorrR2-=^Nxvg%_Ih^u%b3*F;>R;oDdR(_e4(BAg4
zdJS>EaNf9|D0BG&D%GAY%h`__){mOas1BrCap#`thM-!%d&vcWyH;pkVN|zjT>Yg%
z(vL3<%8ii>yc84u6JlwrzN~;}#*@y<Du2dUp8pU1pUow^6#dJ5{5x)nGk86LmsRl0
z7QCb68nob5jQu12Oqj&Wa(!lZ-chEk{7Zp+mudGR3~uhsnWgO6`$KNa!}lOl_pC@P
zSYB(Od>O;vL9uonf;1qi_*vAlSAAnw52>Q{N6&+f9zD}j_o`Wr#r`-HXYt2HFCOtu
z{dv)#Tl)K&hw8uoaX;BuuP%jmUkJJ$K~mMO;g^5tp?@8HA)$H%ofrSX;`H1V;sM>z
zGmjIr71dhcL=P5dt{I4@e~vPk!Q65`SECxbgYL6Q8f-6Ytnpbf|A2~D-`>3zP`PP-
zT}XYm+J^m0yo$hb<=NU!@0wqnoXof$*?>dL))hKX@KVv#MOxvvH{)s$`!z)kdH>m}
zuAS~qNw-53z;Wx<y*e{77WWypr>+QnFy7yS;)Jw%G6GwE{raM)otC5fEjj-6Ja)AN
z+b8$}5@WIhTu{z>h{-RGn<j3^8+~_w&aDAS$+~P;xjU^qxO9wd{j8kqwNAQp2VP(u
zlM4stJHd=R9DL*eAN<nZDQyx&L5sXMA34GixsU^1^F>T#9DeJ9Cq^#yBN7Pd65kQg
zxkV4bAC@Peq;=Z+%rohiUthV+c+r1rX`@-t(*_#+CYFD8jnwqKq|DX6)H^Zudw7{&
z!bZO2tVmGS^^5o==>`W4vUd=SS21@Ic4#Mma!)$R&V>G{^vRFq3CYpyD;_#YHgd|<
z-y&p)*Z)<7%q#wOKCjVkK8y7BgK09J9i9yklZ+}=VGJ!Sk$8%)`}6$r{&litglXkx
zZb#iC#KZo#Y<OFp57a|_>Z2dz?Zw>}H8A4OIJ=_hZJ8!+1_Qf6NNCB0PrZ6=FD|Ak
za4z`ntlx5M$@9ZWUp%B^wV?KSv~52HvzXm&_b-)jxWedTd-WlFwKB&>V&z&|{QSH#
zXIa`&Or#X`1We21^jV$222U8{SvfF~GJd_x0>CkGKE}a$$o>ZZ;{f}2HItY#6NjLO
zNnX9(zQO`DMP=Kd%jCOfjcujKvZgEFr)GSDYiU2ZV`IUSSawfa=iIt&Cr!SblUfEL
z#ofomq*$^tc+lJ#M*7EObE-=;v2<tdl9B#0TBEQ?cp@W4FJUAh2|SrXbn5#-63JEh
zA9b{@$ODw)6UVxCtt3MLc{HoA#X`1l&?O^(j<TP#&>924&kfKs;@9C{YAAjssit-y
zlNp4%qpRv#^Vq9eXX;}M8=PWvl~o|4WjpC;5P(oqlD^khi*m(FErv^AzL7lZ_m=O-
z<~YebMF7HLfH>klDAWaafPcOh^e$@{#u~>ompVTF^pTcUe!-iX8r7XV0gjuadkFz{
zCpvg2n5rtr1CsqNpx=F=TSvUc$S79e#l<ZgGE=qB$FWPzFD(IXELz9y!Y~?&QT8|W
zwn5@`{GKB``j@>6Orwrohan)&6PD?o`$xcEtCEmXu%CS0!iM^M-V5l}6k+aTr6qba
zl+O03UvLgS?qoBnOjG536|QgO_0K!Z@zr+d>br+wY&>bIG<r*(!#um0e-`#JK_eDs
zNF(W63sGfTic>BY*=1!zs1bfbBlR^%6}xzq6KD)BB@3O@&(FwMeU3u+Z8(dzT<m;#
z!%ZP_^VjAn@hb>YUo0J(JI5DgN^s$I#aVjb(>LUwKq-wEX922Kge{Tz9V{BbS<`sp
z$BH6564cb_X{SM9l|lD(y^WvfKN@Q@MO+|p7Zu^SW$ah2H%I|7DAVFv;P@O(Px4x}
zhs#xp9u-uON~<n2%4j@_Hb02nk#1)GR(2nJa}9ShFLxqdUK}GVuhUiFJv($~Fk+*4
zG?at!^`9D3nt*X&WPY$ukE{4q?Pcw36z#7pU;kF81^ziiitJ6Qwo?6tq|rxrm-}CO
z=+Hh)&YwlJ2&bHlJIa%P30M?<sJ^IT%_vhEB<&f`R!pcXEUAU~*7Wo0r{Z0!V3z8x
z!JLs*^r}g%g{bxV%E%l{o084t0Yz|b0mQmRjDTVxYuV4V-QyrSUdvNMVca=gsJ$DW
zt}^dzVFF1(v)&+Y{@Pj>@x`W<6-oN?DU+jgpI(lI^MNwm#CK#oSm5>*W*}uZ$`wf2
z-8XvE@t07{v!FXA^OvC8Lh!es8|)y`uO1P$$0%rMs(ApVDa91^Ytd>f?Vz~--n}j$
zizsv}Lvj}}PSzxZRo7Xx$cX(5kBQ}kD#z9AoY|l*d4sBAqjv#oJ)B16&$ozK#Xq5n
zR;*Chlew)LmGCX7_B}OMPhtl}NA-oT@#+L^lT;9eV%?JLA8aHMRQS?UewZ<|^Pr@a
z)%}Q^`>CZ{$q$EI!g4gP>zwD+aq7_k9#5=qfRAuwCRD8zt7O1fNkNR(XR*JONtZC&
zC^*W`nR~FMm}x9w>a-@bqK=#2GrTFY<>c#QUb2YoNdEdU1fy2iozL6Pb?&IIXK4x3
zx)&+7$Z>7TrQ5bQH{L<&kQ^Xg&wo6ptfsK+)8zA+Mb}v+(?C>gOU6)f%Iiek9%!k9
z-2KeKp@IG9qMEZ`#;uX!ck6csU_!=tv|ocH_7CGxZ)5rpT9E_hJ)(d9E&)Dt+5hPv
zg-oJtR>gGrjvpu$czxB)?o~udOe@l#3njqUI;aNwsH5wyCN+W<8jXhQH<Z5vTLJ0&
zK_Pr{9hf)|^m4t%>HI*`%<U@!ruk@T5|ffOlc1n-eK;y^Oimp^y^-bMY9wVl-NFOX
zxn`A^hUWq<n~+EvGs|%@y>2U&MRZ9y5s&{VOSjhdj!74<!7{OyENaf7j#E?C0#iUi
zD6VsLoTvtROJkGhM~3^99%7Z1^pLPPl{Hu8xi3R=cfp+?nt-1v^J-oWB`hs{1#~79
z9v2n+)puam^!2s9=+L`PGVBP<HNJd2E4=u|##YbWZ|S+WYhnB~bbfJRdJY5o{dJuR
zVtloP6V=i$S^8Q*0adp^8QY)=t5ZI%anN1JT&+?^OhaZRtmst*?E7zbOKMTjmmjfO
z^r-wqX<U^w9L-%%<lRvMm!!w1$Hy<X8YDideR@l?i^b<i$0_`M_&);l&pip^P#RhE
z@C&8n-BEj@=ZG0>M&pc=jhya{82x3%8ma{O;bTN;{dxl-m5n&b8c*smq`Gz2LL2Z$
zLQ<&3L@?{Jq)G_IIIlid+pfTWOWp5I#7<Eky{mbvVlFWKgpWO_VO5q>nD>r*l6Zck
zsSGahkq(Lz{!#d<_v)4ITnQ7-=!B#}iipnVi%IbH#~cHUxBV4b`(_5I%)}B2xBj!y
zJ4|DjSa40JGFw4!9#*d~cTWT>TIE9gzmnExLE3B%tmZek<uchRQAW1H85m|I7;X(C
zk^fr$@KYy*RrcsRD2fX{ZdynRFq`)vmLRVoG$4grV#%IMxG&76h#S1R<BTpZ8eJY;
z3LFY9u7`m08-l%P2VMt3I+<)$6|PYYD>OLU-ZP7$_R#-|JkcZnKxO-x-aWbjjSIg_
zc%2(1Q!)A;hG6m}K_h~ezxD7|qikUB(a-O~Q8VRguf#Tx@LE_#Xmh>mU#S|GJo;)m
zk>mEF2I<hmF$-^@8|X5SOmF$SAqGer!S_L>d;?y;bNpIqXU&SR5A*)Yt_o8}>|Hzc
zVB&}DT#V!R!z{v!JtKSdIc@8==yPHQ$YBC(;NFu&S?Gg04JM=dF@3O?J6Tx9^9B7h
zYn^s<x=>Ubf35Y%RMZm%Kp8|48QPohTSI+`dqq5SN$x`y)h+P7AM{!_LGg0f<qCzm
zrSAh-RP+j>TUTZ*7Iptn#5;+1L&p8wr6b1^iB@D4W_m-H!MlR&;OBA&!9Mp*2L+Mq
z3$0Y<DS7)V!ut4hG;9q%EBel+>@VL6KTl&NiU;abch3I>RlzL&{axQzG?UL{)N)c7
z6P;RLs?2fXJ!DLH7Nn=}{HXYaIW?6@HHJab&dv?~UH3>NsG_ViKdeK22w_RcB;#h}
zIKMZ{)+{i%XJ4S)Q&(*`8;*ZQ74%{$%6+p$h6cS8WN}2lO(s-=;*p)Ut$HaS10C1m
z_0U6l{-%j*R4oU8aE9EmqP3|JrN`g_xKoU(;=$Zml>4VkYr}lk%-7aZ4}DIaF~%wg
z!F~aoS)TN^=Lp-X@D|k*PoIPWUfATi|J=Gb)jhK1IR`5X_-dTe>LVbb(Yhl<qDN3d
zpp59p`K?p5;S*W)A`46*q_M&ZzXs-l$Qw#Z(*BGpcR(Ny7DTDdsd$}_1`Ldi%{ry6
z55X?4d6WeyXF@Wm8$9}?ZVmY&_7s_Rc1V(+H)}XLL}t_vGXeXu3K)#{M9~sPJ};8|
zNVsQ7el1ydVacEY0kjZ-FULf+)>rfLcO8!*G2#xdOjW<bcWkhzV1mCZQBe&-;TP2k
zaA<ABzuH($L8Wol2k;M_VkY(EIa<H7E#N#!>Jb#mF08SyjSFJ=_|-uJVvuB!_Q>sh
zAM8hPv6I}nf${uv7f-2dn$miEXj<PWFf9Steau;duQ7?AXazQMY$`dKE3!giRR|yS
zPuS8Di5SbiFqy;-X&JDkSJd<lS?(6o#VYd`?M&)e6<~yufvCZwdHo=7x}XPDLwezf
ztwYkl0O0CH1FxxoTU*rUii0@_?j>#csHiqk_cpY-=KXLE&vr*(Op@bSsSZ{CV!9{*
z!(qj`K{djD#gg1J&ndT#t4}uNqf6eABRSR7RzPFQ63O=x%!M-vuC!pxAHM$NXDUCI
z-KUE6FSbwVqy`;=k4$FTo>#N*&_8DT<s?YsURtz;%yiwt16C`l<cqAYTzd4q`2kRH
ziZ^>@pcyO=lSg#v6{Uf`m-BuPq7<Vo==Sc(WgzbRJ7?))cT4_p#t*(}POBxi0XnG^
ztw6O^YWl(O_8ZB;gd_$|MbgO@4(vhek@V>A3*8@Hd;xxp3lv+AM`Bh|_4T1xrZ76H
z8QKTfMa6-&av<ad6ZRr;miQ;p)IyfgOgLw9amr3j8$);T%^4u{Ub>eyF-dI9%gV1R
zn{TK_L~WF!ke7Q@<)18?Zvyx1V#A|r7v)R!NcArxHT_Co_1O$Q(3fh8UO|$l%J+<I
zZqLZI8KflpMkJcXhI`&^%ow3<Z4o`_hc2P-o6@@3<|g;w(bYf{Yb2;^87%4|K#$<V
z*V2odQ!)8qZS8ghSHW|R9~5sfCdnJ%@NUC(eS2l&QFuvaz>(3piL8hLTj_twG!;90
zFs+vy7oLYx&up-N)ahikl~ITlGaYx-nF+L&?4*<`PKtk61EXafyz^#;!;y@Ek*H}J
zm?PUA9)3t?+sdT4eNQVPVp}cL;Xs?+Jis_S!9IGYPIuO=HDBH{=eOycFc2A5GvRdr
zhkXrf)A{R{siR2CAN%(zSd&|tJohtNZv^t8BTXg$kkbf1Wc?dddJ3v?J>#SV8~%4R
zPwaS$?mK?_d*Gw!O&_2`;V8VxE?{7cx6!xUa}S$kG)b8DQQ1)hfRD9w+~ov_M-z|(
z`1Iy6>xo^D(05kVP{74b%zUy4=|u2PT@X@wseB(CV%nXQuVXQ?;4UgYZ2fjDXi{I)
zGC=m*JQS?tRDR`03sF_nuDN;ob*6%M-jvEZKkpTWNz+#-1Ch3JD;sU25AcN+aPjMY
zXA5pD$Uo;bNk(9f`SY74hRl#BX?Zb-HHvV$=e$;spzYdN@$FK#&YUuH4M{M?4FhTe
zQhVgEM=MQzGNp%vOiPL$*K<&2^4<A*D|vw#-$Un6DO~mtB3TayBAHByzI;J@-CxD_
zB+W3lIO~dy{pqc=nda%kWTo^gaCZ%AYUDI4s;t0|FiGK?$W4aV)oGr5FFpkA9Q9a3
z@La_je0rg*k!$S78Q`YOdc7#JV?^6KAy&M5`x6zaz={X-(g7GCEvz8KrbjTjN!A$J
z`Cp~W;udP~S_)I6<4TJdLK&R%aOr}msE#`A{D2S2s>`~HQzKvfiTo-RHBbvkEJ124
zp8UrYi`q4~(+%J7xGASGye_xJu9#vZF6;g@BXjO9ngsr%?wkH19d4oe2Oa1zdv2jp
zVPUtw3JyQ)i`9AKaJFU-c~IO7@SV4e5jut71hN=97AMh?PcJlvgG>;NEJk&+w?*H2
z+5&R<EONN|)KfkRjZ!(9;u{oGx9=C?S(*jcYzCz4x-F=rhzniaBp$TfXmi~T+A4V$
zg|WnX1si5kbSC7yU$uM=CcOU%FWo!E*$nO6jy+VMtPppxmZmRtSeKFrf5Phi4_bHH
zA`*V*tEV4vgZRvD`=;hTxx9}$ZxtuPcs~uT>KmEncLg-~Al35X3#~x$O4OuEO#j7%
z{WYQdC{<c3!xF+j;$*%6uD7v|(o<MVqu7!;mg2$3@(`l*n!w{oRqcNIo3pZl9;)B1
znN2NQG5#=LDtw9tjD5HPU9YKM`b~%DabO#&Kb^GvNUnWh3DR+@{*AcWIiO5_pv8xW
z=7Co>FMuMLa7$FBc&1U{k>h8jCRS-TtYIMKR2FmhAmS>g^?=EKVKEP)S&=WF54qU+
z>s7afjn*Lp!j7vjo42_mLok<2TiJsdU@RHJ6&h<<gHn2q64=@&^5sbuZ}qP?$W|@C
zr+s&m{TKwZb0L~ff*|TLhh?^9JVX)c>#M<1vQX!961!NsmwVt8PS`aR-`1_SA9DKY
z#>)N`K6&!lgFY6_GJbKU?!D<Z5Au%%ewCXc=vGJl6j4zpYI9}@h8qb<-9`hif?C{-
zv+rj2-tPJdy6vOoe)L+H9h14}KLhs59&|Go_SVBeYjIL=_@2o1RMGU86+$3RwaS~;
z`+s=f;JBS|j#8hnPsq@)!;)scMZJD<jsAM*Hk~c*j>Oj0H|`V5@zmAc+ltr)Op&H7
zRhj)WCjpo3b*e9}R2Xk&QUrI}ZA#$O8Sl!2T2F}8@T`Y^f!29*fDHbN39j-V$xcPU
z<R>B>K7y&BFIe#R+M^g;eer>L(2hwvai^lVs0o~z=IwEqU+%+=Ch!6ixT>T{-U8y2
z#{C;Von(nyp~U;)eFi&kM}M|;z(J_+!u|p+zI)@F!y~YK$0JmZ3MmD7P(keH{Yi&W
zN>i}+qbrxH)B8_ZLRE%wTXGD6UVJeyg7B6kUhw0pj^c&0UmC;oCDoD1zfvf5i%?yC
z7Nt@cSC`q6=NE@1%`pOVotH#k@!`qh3C;5P5f_EIa)7wD*i;qm`Iiou*ff^hdHbTb
zqQkDMsysuyINr!zeirGXjU=@9x%fV!0VIts6nG(XRKtp9MSKqnLKiW6G=d8ipmHwD
z4BU>2RrAIev={_7t(pl}8;T(6_bnzg=q1%|<Z0L}I9_dkk8o;eE{<m}vq5IijA?i-
zcO3od%fC~@M@w?UA1B<8)>!rYBdlypmRUF2e|#8O-Y>~Vi=>P^GeK0(2tqS_Ffx~H
zj2oD$-q-%fp~Bi&b!!&cBXOBK1jCWlco33bJ^#&UIf`4JT0o=_={Xae@N0tqofaov
z3>bC=GXq{FPR_+jBwuGxH-PoqbV&5XURNh2&+Gg)fIu4a_}c*DP50a71-p)W9n*4$
zgOE>epDT#Jc$+!Ux!hvc&lUrhY767c$RWgk=kb4WPdv*%q&<>oJbPPCSe};ebV>Zj
znc}%JlJW_3eDT>GbJEgUYFU~g<&WGr$X?_h7e1VUMgL+h2x|NJ$LaaT{!UJDy7P}Z
z{gIbvdG{-|JNayM`hdzEWHCValF$DAxnlg!)bI5LjNtkoHGvfhD9{ZmJsW&ps@+r6
z(MG;B{QL9&V+R=E{?R(k;IFg)-F-=@f0Qaf*1*60VC7A<=KhNxY#P@~*-5Fn)A-}>
zzWDo+On!4|E3dLR|7eZ}Y!B&$S8=KKe@bJ^=f=Y$pb*N?nj+}e$WxhtY8IL^hy8QU
z1n=J}4E7V3qxJZRh>*$TYjcXn(Tw(I!$GTqK<$&0g{FjG2B^v&c2fMqGZD@&%qs0)
zCkh?(duExec>N|ir5q8CXh|L9-yaQt-_%-sX7boz1?vtsK<8elY}(mViO0%kOIt7Q
z>sheL=<ixR-+9caT3WU4NT%#Xc4Lu~8<iacxV*Jt>!%p<X)m?I?HC7lPmKmzp%Bl9
zUUwu521id}#HM!RTWvXs%ITXh-`v~LaBwKHX%cu+hkeb5n}kLXJ(oz7Ru%e1xAHXp
z{Gv5)oKKbj)f^bVDKvWjS#xmJVBW*UdBh%j?`1&~fqfC$;S#|=8!i_c(t(fToo#_>
zu@9XiM_Vj^?tpVQdGy)YIJbN?F!;V|d<y^bldZ#6Qk}o4>gzdiDYX5AcKxCtzo8lf
z+7a2yWEK7N2$}N^O!I>ZZ_idwLJiZpbC;v8`vy!JhcCX)(9;$pnl=Y#Dnu)QP`^r~
z(8Oqb80O;S;FC>6mRP^NSkqdH#mo3?uP+szzXopNx3Xfd+KKHQeIhU|C9RFCdRVnX
zm=t7%L(6!G$4%~?BN0fqEBCI;w<Oi|q+B(qpJM5{KbW79X_U|=zkjgN*-zS*W$1kc
zU(OE^X6MnvYpav=-~lN$JK=Fp^I2v~Zv8Ok1~cBNwd{|s+GmlK7kWGLDKN~HkmHji
z6N=}_DkwE<BeJ%g4SUFdS#;xcX4}BbBO6PyK|E?|=B@QC*05=q^UnYVZqw3Hse!Zf
zz5@2KD;WAY7UHYVET1=I6fi9~*qtB5KUq=1O;XR=72PllGoVOh!u*;?X>7meTw~+-
z{I!q+jvWTJp1<rYQXOF3`niDSFK*?-Dq9WV2O7++);i(pSh!S-csVP?cY||~8NEHH
zO|Bq^(>eG1Pv*WGy6g!nIYuO;f+=T)&MNfyE7%Ar1ADNQ%pB#721~x}P_=aHCsPKi
z=a>P{7N^t7_8@JPrX*h|;eAa-9;c_#V<>9;q(&+(P`}G_Q#RHeSEUqWwQ=c3Y5y33
zV7gn7xc+cR8Agp5$yAaQ&)7^6UZKujK#~^~qs4kY(ud?VEUh(d8|2ff+Vd6n>3k<U
z`L-+y(y=0#&}*2AsxYXH$Tpj$`TmL(|53p<4CU&bR%~8B-=RIpMb@RTo<%>I;BIe4
zs_+zgj8=8U4@w7@^=xl{XHZJ~26A7Az#=B;(N5!NY;CF<&CqM945t?EnEv&ph}~5;
zr2VIa(e+Q%SZv9uCDjupsJL~;22(<k>v03tXA9lmQc;vVuO@@?N6Q$A?&N2<&5Zvt
ziK3_dnxj<0WmZMqpwX=23|5DdygK<nIe-23C!l{HtCC-6i@#~8d+Tl0G}UX6wW(Fy
z)|ZSOFCvxU<Dv-bVijd|L}blb5ySE0X{HYV!dS@wY~1DXPp@rE5Q+ym*-Q?7h{^Kx
ziEob<*0OIz#KJHg7#4O!?8cc!i77QKW>6~Q>DhR)3>rdi8yc{-W9*VgIRW~$-?*1Y
zqVUh(AmOHb06jAb@-$iN>D==vAB#?ZM4~fKkE@Y!t0#JUI5~HfddW2gO$BzpOTnsF
zy{tyfyPmGet1z5PXP)*q8-!#r6CdoGimc4>BcAgY`n3|Ypb5YDfj8BFh*Y+Zvw@j$
z0Foy|{)kmAG7l>+8w7vx8HkQA{8EIl8dbTuD62OiH^avzt%OO9A&pgW2~_nK#wvox
z(uTt95GUoPZ8^FT!&NwUn_Jmb0H+Vu+1Wpk+4cnhHSBJfPg4<-kt*hk;1Px3Z$`L4
zjI0~D$5@s4`MJ&T^MSibmFwei@!evo_9O<8zw#DwXQ!v|LU6fAvb8Yl%&ZnYU80W8
z?OXe+a!Cy+IpfeVj4U<WDl%PZTrx5cI~BUW^T&=l;dRYpB|w0KM}V1UAqpVT)dC#l
zu2<lZA;o4t5w6B-B$m-u^>U(^SnT(ipbPLhK{KMQ#IJeHHC}pZJDrT%t1N4czy6{<
zso(R8>H1qHdW<eQff(~x3I!=&N@Z*A@N{#*4zhe$^E#o>8E_tw4d}ae`ZbX#2hA-B
zWUM;4Z*&C3G_9Z+5iwoJO1{o1DWYaFup};rpk||$BVv<gYsA8I^0)@tJB>#5@8tGk
zXY)a|AGi-b3@-9>5}Qh2#N2s)UA~@bkf0s4%lM12J7#scgWPdfDk^yuGF36w@wID4
zPI9=P_YTSqnfq!_N~5quUJ8Td#YK0jUb-an1SA-^CrG=hQC|q_F0zG(iI9J|>Yn2@
zsyyC%b*KQ}IpiS04~@ey3k}2+EZUB}t#k9_M_FuxNf^sCgJEWS>$t@DPW<zQFqY|l
z#8vr_j~Nc6N&I<P-=nsZ_F$K{%bTKsdG@F9h&<poVSH*p)NR;U+TqbUq!a=OugS;~
z=1yf(KYoI9wgpLLXPH_2m%e%2G+2|j283B~>^T5J62*jC=waZjIQ%xj7Z}OA$8}}T
zX9iVIo~bERgue~w7n^8RG<<7=Ry(#qsb))y->GJJpFWnKd2(7v-_k49(G(M$H<aox
zor5DB+_6I|5)2SbOFC!~AG(F(-yQaM{JejwN?I;uz|yc6S;)P4@sSE*eyayN^t(#A
z`8m37DS8xw&~9@-;x|=sv^OCs(7w8_wERA1SJ1Sdd##EA_|QzRWQ8t&Wt^8XfTjXE
z{A#_yLWnuQwo>0fn;sZ>%Dny#AEC^$c8^9-g~L(fjoxU?9gj^%hQ{~4(M7~T{-~r$
zR=S&kLJ3gPIimV_<dXc`OV&9Hzf7<Ic5|sg<5$*sv&W>CR_0`+_y9|h=|WgH*X%R`
zOy1$c65J{iSBp#{Rr#4G-Q)u=X*dGR_n$wwG12{R>k?bvBI0I>mWzu3W=pPT>*BvP
z`v)*XMEhn+npT2O{TgK01wCS)9=cdIOuN(RrA!JK;`E1t2|QR~Z|_(BdCN!p4uVCS
zg;?BVb={s)D=_1B@x9oCWSv||!F9#e=&f>a2rSor`HCuP-L}rY=mHy&iaXRS<!pN^
zUY66?C1=>ww(7?v0YAjJ#)WikJabGHLsQIVI$!Ey?$9qrT#l||KelLf5HLQG>-6D&
zqSCp;|3sUyhAz(&`vo@?$;)2A1VKO$RU`YM1Z}^_%KvG__R==EU^|BbiCsngNAu7(
zi?@z^=(sTcmx{ZHSJg>Tkyw`T1lXc*rkQr)yX}5(s07%VE<K#IWzi1klPwczewFby
zao_<OM2vDUM2u{z4kB`~syOEFHiE+=I?|GG>@Jh|;|BeEJ$ja&bH)MLus=#*Z0Gy3
z%+CWme<h9SB9X-zbe>31kfb+XfwIO^G;D~TJmqBS*MT#U#P>NZ8<&M!4QFgg4O$<|
zD(R}{=-Dv6fzVS4-1Lh6wf;z8M$`Jz{B_L(a~Kj_LX#Vb&gCo>A2{-v&MWrr8<ibD
zs+9KM3nPLDF$ZFl$3eu;6A^~-$K|9mnC$w{QhWiPqVAswRpaUpsvs$5&$2kvmJGvG
z5*YH=sg`5nNZzdQq3kmUUE$oV`l5QnJh=q7$aBaqvMm|)(Rci%y95i>f@8>KZ>^Rt
zylTAV0tiX%a~Z~jvzjiHwPbE*_{CWRMTBC1M}#4tDv!IL-*MyV`FfAM8W^7Oo_tCJ
zYQ`@j`vaX+`0GqCIg{RqpXnhT`-%k#Eh~8KE3rWrpc&U%T7a4y4vPci(r))nL$aOp
zs4tN_2g$H28N^+r2F5mN9?KmhKPTW8M48;wv8S2RI3s5D7)R3erJK)k&n^a#Mzs;=
z7QG~U*`pw-Q`DzMm6Sd~a&OIa{U_NwZqv5mnet^ddo)KFEFp+Ux@^U}Ho--fVT6ZR
zNM&BU09#G*GsSH@=nXL*kH)9X4)O-fL6!C_g#(A#DYKQh4DX*pgU#=8vC<gk7r4vW
zu5%CI6uI)kv*^W(b?Ey_6Ag2|Y#F5V$hViaR;rczI8yJ~R_J1iO?`GUn6Ep~!YVh3
zNH+~DV@i@iSoAhiKJvnBB#%G0f-gbqh!QMM-68F)4{AoMXgfAw8x7{Tou>a)a@m_Z
z4Zb5z{U{`Ib_mZ`=;$+{?*zDbs&*tkvX(b&>V67xO?BOlcikQ$`~n5qS@}?a>Z=1j
zqUb$rqF)CHKk9*!6Cc<=1wg+B>q19*&*b!~n+d|~=PT+m{RYc2O0_B?@iJ7ksU~I0
zJj%)mcR<c(CHu>a&Mv!Y(WZx+2(_#|+oiiCxy8#VRs{{Kr#{v3W<UgKYyZ{-ndP??
z?CALFw1+xv8D~ybs1RbP4_{lBb9orbu^cmPs<DzM-Om`kWt5WKO=ocz(X|rIBI(?N
z;;E>}KZLuZV-O0kH3B-z>O4nF=`*+JHDY-cE<$rTTn+5A9iKwlQ4A`KBC{zz-91(q
z2|LgK#K92(?75a>=eT;a<SRk@ci9;n9b-y{Fya=CfqatsB~om<vlS^hWYjWI#@6*c
z4neD6#TJ{p-^`B4Y+cdrDP1$$;u{?;^XlTSa%*YrmXZw;U32z3kMqfga}!tDE+{)$
zAzN(OVbm-(Hb#0ROw!|Q$k;aW=F90E#hVgzxcg&7O1JC!Vvu8zOyDF>qDtcPOLE?4
z7y*_0aSI#nOAQ^nz&fN%-F3l?!@(v5eVtiE`rxb$c`@_KN$xvw1#x`VtXS7->?EaG
zML=17e%`#q)&LV6(|A=q)xlWWWd7Y_hfzj-d5$cs+#3m~lgOa30G-^Db!OZ5@-(Y7
zhwB;?s6vWmnN>F`v(Svv99%!2oUY@OPRjgNz4*nRdX>%1)%cHpCdkIFIz^V)%$KIg
zDiTX%C6Hf}ool%2(9m*>P1v~PmPm)aWlS<qC7YkT@10xv()govHR{&4(#=G!j6<^5
zrT1#Ez9MWV8=rOSyJc~{JTO0TmVI@mY9&Vv%<@UnzEHZG`~-Kcex|YINc|D_%VYNT
zp1n&L<xjvZ#=`58x6PiWTU9REOD*qEqn9HeMsDz4y@tQRLa|~74>Z{L?3nq1ahy1B
zjOt+=>4E%aQ~&PF$o*S|EWLYjMK*P4Vw7mdFdaoGs7EFlTs-PFYrbPfTYmQ+^;lHo
z8>UWm+>no~J@$KuOqszVOjw1ml!W1)Eijg7HSf0nkw1?(_x<wRN&n8^Yu)*(cMvnD
znyyeQ-8)0`)GBR$i^EDzYAR;>*^6T=adL~~@<H72nLWE^ghjRXM+N=4`dfR(2~wP&
z?~dp5gNHe~bQbI0WM~-WpH#aPmS|jO|Lg~p+jKV%iVy3)@A5XwHV8b?LgdJsvpCY!
zd2&CVWV3v4Z8qP9qpAa!^j1)(IKFSFUp9Ht@8bKk+Q6nIW?)&#<hiI8*UT4-?TmTu
zInuPTrD^F@ecTQ+CLXvfI0M<-2gmO0t2}VnD#p3p?7o8|w=a<{Udbo%r@g{V%xU6M
zvI-$CqEe=xV|&JEAd{AmRX9)YB|Y@`6|&A@6VyN*ulq5}iuj_+MehM~oaBx;Dd9%i
zBTTk+)pz{9SLGeOEf?bhUFw`&)I?mPcZk>&1~@hEyGx`Ji}Ut+?siH2+3R`e$37(C
z*GpH4CLGP{C@yfKwno%Y4#nEjBg+tK`wUeULw{`?YO&VqwJKdQ$^*<>Q|24kr}CE}
z9BT$=6(o;`+^?;EBts#AM%}6Vbw>PR4b~+4l(Zn3a$fu=hCLVBMF@c>yU}=$N_v!Y
z0;hH5d4==pUA}VHsknKXtrD8s@1p_~M=-U{1zqdV4?5cnCMG&=Ea~YPD+oc7MX+)P
zO9`5SyfVAQ>2vF+5wGY;Vw`;ng5bhPh6a`g=wU{JecH<b3InGHHVvD)Z%G0A!0)0S
zp`YYsIPCZlib{B6q$$4<K%*4|rSmDR5g)vk2YiFpwAlKfPo;3~o8gt```G{Pfja@c
z$D*DT{4+EeoHK=`XnJm!N(?&H$d|LXNj#()#eJg%Ua*PFnH8E2?eVxr&3b%$UK(r_
zti8$wp9yXp+n^sjbBduG9+)S=a7sp8duCgb)*lsiaL%xU*b<FY&_JDIrQEXko+KfH
zeF0^N@xpeXr>o?%vx<Sq@=d{MY#!9b^@S21b0j7G?xehCj3)8v0lmHwMG@B$=gjD0
z^;Xd$ru^JgWMpcJpmiZzQwyu?J{DeRwZoh1C%k62$F=V*&Hy=k<MjZP=h=tqZ{V<Q
zArENR*ljScYpTB34;qY>ICTPoDX0xd^tdu7u`my(A5{rImZ=ygzr8)~1Uja?b=SC=
zhYLmI1KSoVqV7=~cXPMaPrik)#RUQVUtmxlR(^i1$B<?qaI7JRX9NBH{N=BYD3K2d
zvmx~|(YY9TsGtkr`Rn%wHtGuuz&gI+6aM>4&|yzRXaV|qYvz1JMuJKF|D5N;*RSnh
zM+Q8j!3(R!JUjnr;e#~3r;!2kk&r@$!4K7cwD8Y<g~It~+hT<9g9lxUxndK+@<G2Y
z|L<mC-_<0(5~R2Bs|QOb`1?!HVV;1O$5$aBA;JXVKlcF7)AHq&BYm2Y(2<qW2fKf^
zO%n04_>sxb%ToTM1t=DZ6$=RD!5*BWw?3i&Y?}!2Wn_p<gz^Rd(IKz=-Yg7$&A_N_
z*YF(qXWMB4V50*T3nBRegCdpx`yT#hF#cySem@QWGc*4Gm>KIT@@m82{~KRCn`u4E
zS=6aU^Plmm;osBqcU=5$tbADqV*ibmFVOJcVC6Gjo&7gh`3wzx|HjG}ywdzPR=(gg
z>jKJu#mX1F68|?=KI1gme}k3Jc;)<WtbD=g&3|L%%i=-(Z>)U5Y3zSv<;&vn-(cl)
zm=XQoVCDaXgHbz%($&?a>AV@eU()=jyTmVbQGi;9$Zh?Pb@61H@MVCKcd+`JkLvb|
z0T;Mvu5dv0ckglx0-PvN@dlTw5GaE>%VQgDn~CmRU2MRh6k=u?@1pzU_|u7w@5dvC
zn3W36@kE=>8Bwx)1qySn-Kq>Yrs%^-#5T4|zxPxcld@eoU&zb65y>o-$qZ2Dh&Ye=
zj{dpB&lW93E6iFP3uiZ^v7LQjC$8#9Vu%ULFT(Rn&Tx<9{VomFtpMPJ>uha%;X@|B
zsUveGvDoD<P0W*XvRKGrQ7-!oBi*PXB!Jxdo)_B^v~}U&`aZucM@ktSn>~zXme9*=
z`=i9RbE%3xvZMzS0Q0isk=?oDi}W?!O_tztxv}hWUI;XkvG<D(et)<;Ke~lWtbAAo
zJkFW=)iuBbmpEUz)Sq})4<3KMOXcdF*%P+B171JW7?3m)&H`5M-Yx4+PYgSwTx}wK
zR2Tq$`T3aB#N61{U-dob+GurYd>xyEP`9~xqmkb6v!;{u=@N1C{Vj&8mzJD2WO2hu
zKKR3<uihig5k1z}4{FxMxdq2!yd!tWRA7D3vB}#k58;@{9lVlcdKP8-LqV0%D;&2z
z3b=12M1ZH+ZhG<Wr8y<_H+iQIiHZ+501dhayIddZYBw@~NEdG1K}J8`La}{h=@b&D
zoMikkL-9S}xXw+k|3sb)!!p^HDOD#iRO$Fu%i{_Mc;79Z+mZJU?E@z;1k)(5{$SL;
zwYgr4d&<EeBV}%RoV)dNZ16Ru(<!CeTo(P3>LN?7q(qmiA>{(P{OQWj5#PLfN-WVj
zI5BX%yLS+Uo%=?)(|P_?Ie{cB=)d&Ef7;_E*Ee_mcu!zyzJNq=-*NvS{J`Auu*qKG
z=4^XILvy-z77{x!qq^CcBT?1XlbTBET6`p-)xMf`zY-9Wxbyv?IidFPo39nhEU(mU
zwI~<PSzr7C4r!C|Dz(>e+Vzv3^OgofN$x2s;rij+(t~r!`)Vh$Xd{!LO}*ZA6r)(U
zD(rf_uB!{;wwte2SDfBk>vR>=!S|=9m*x48pNiWa?Hg`#&gN{DyO)bsw^5_tJZvnZ
z$se#V%3Sw!4U{mIx&uAaDvT39&y>|AgaK^3T<X>9pQ?&&ADo6ttQLskePNjgYYGgX
zzU=RvQ8zD*O<V1NhaCd^mhj5RH>$^8g2S`1>K#3VsMy$jeqoiF9iu5jFOSM!8yX1x
zBx4HTaiRf^@op&GWug0ps%tL5q`$pyw2I-17-)Lr0eU&LZn3CUmkaFjc^*Kq_f9VQ
z>9+V_1pru45>{1BNJzlkPpn&uOf8h_x`=R9a=5Z%m^=cUO$9|$*u^zadlcqV9m@^D
z(POyY(4$F)+uiKzKQ6NZ54ZH?#5V1q?$W7`F1hgN?Ln^-mkueLBX+#KH7JwY-7XS`
z+g767emYH;MvW2Mq>2v~=_d0tnajbQ`(au&sle#8I};(Ob=!l-PkQ20vcRz}zQ<Q3
zELpR518`&CYWEvv;>6<)JwJ`@RXuc@u)fkyinij)tCq2a{k(fK0+G}1x=B&l$e-*E
zE*!?Va6fYgH#DQdY+;hUJ}l|#+r{b^DFy>Fv|4TJBhcVKU3HpGOr&<tkhP=$_A_f;
z33Rp=r+eOvjP7j(z(EbC6rPahSDV$IRVo6Rar6|E88Fsv0fdmaE;fy!+to=sc>djL
zs`E=M6Is=dmj(UQ?iB}{2`Qed0)-`}Q*Crbx(WqVafC;GN{L?DU3aS7z@0jAJj!b4
zSv~UL0k^V)-MZF^9T9P1fa!7zRzV;4xomO@gJaSW4ijtT97Cke>&c|`NN8@*1DbS$
zW4yAX)A)vRb~0`E17&6Xv;|v&QVTL_(r$x+(Cz97DI+k!Dk$udaZki`0j`oSx=^ij
zwNFWErda|iF4y$vQVjO^oo1#4Ednm_BOh<FpZ=pm2*>Sq+4AAhK?qD`g#*V!2CLLr
zgUcvO7>$9a!gug;)We^PKmqfRz_}^<?DALK?q&~?rU`YvLN0fA)$&OsZE*$;{E(7z
zA2z^(5F43?XmY3}Y=?^zNF*swbWm%_UY5;_Ww>mq)Z$?rm~hgGczVOVTK63#$_ZNy
zQ$;KCHR06p)~8)Pw^K>Ho3;Z`_Vr*T>B)Jwoh^iZ%6(<EdurqT=7l21rK8eNuh`RD
zR2)_Gp|~~3ZKDf4Ek`;=`SVEA<6^}+W~UqC=><C1sYX1HX>QU9EL>#^p?yBT5_e&x
zy%87tLv6CzTD`gIicqn*$}8nuh;s(@pj&qqdQGO8iia!exYy@+OXs(5)UXD$E_<jc
z89J)$k8qCf!u-^Pz5|sw4ZzPe)tWa9Qx#c{YwvC7eOYFjSFS7voy`Z`m710E_C3c5
z>SG>Hm$~k!icZ2(8%(G3+6V+JKi6NZ%`2($u*XysxgVHs>i5RA-7F^M08XgUa<|?!
zg%`W5>;!2w>)y6#4;JCwdySss8e%Tr3;->scDA+Gvj^@d4NeM<SKc+pJ!}OETgrYE
zLn&vz|Dh^SNx^AX=Q4Rb0O1k_dd>Xglgn6eTD)-Cd4#1qo#VaTP2AZ?j;51<`XlQX
ztiwVqE(;-zlH{s;qfQfcFkmkhp5=wFetE$V)AZXnm`5jv(~FI3le4L=!}Sb3PHgcr
zbvsRVKI6wslDb1=glB5PiEi_a<&RGLXq9DMw2s)b*BeEtW44VQc*0flTTc>KLv=@c
zg209fmy;9o)VmIPwfTW%-~Hp;3csWS^{W>9sy%jtX5+Atwx89Mvsg)1J$7czHxnWt
zgKSB->Gj6tII57lN;vm5$e?jy7jM7jr+BpijPI@O)qwq&*)Y)Z*kF5PaK4(d2*c&P
z-fsU`8`W<5WCr}%$1$^-EFuGqQA(WBxcwF-`e^doo$tllh&yXy-ST4hWsR^L*R(kq
z1<NGshu7}wcH^sX90p}M7X+g@-UaN{4tvwZTfXyKW+S|@vcbgH*SRJz`#aNc+!kfQ
zdrowgZ<^tcpXezk$y6-0>ZfC$_V;&@Ny~+7jBejXrr&(a`QE<h$lYkZwO?N${gkq>
z48nIVpxazFYJKX~^iHEmx18w}S><Tovg>8sQe~*Z53O9H;px=TxD~*|X53;IL9~Ly
zV1LR?ra)fVTH1qx@n{>tL;MNd@LRj-m9TE|D--n(#IHb1?b1t#f?58l)FT@3Z@~U)
zlgPmxWsVTdO8xFlDf5Rytsy<~8|QefyQa&;=A=&cDwkb|5U?8n^Hah0@}pml;gWl$
zOYBu%?3FXSxZ?8oQUcisx3`p^JlRvS7!f4(t)J9`$>G_>P_ZiN5jzfS3)gXxlX|LA
z{Log3OywSJJ*2y7!gYG)=It@%V_zP9GG<i#qf1?<rF+rm2tPHq$43`-lgyaL#zF<o
zjTGm-kGme1<#g;d^k)aQ`l+f@+Q8_kQSlh&d8xqnX%JtVp8gkm?->qP*T#<~K?>0#
z2%<$qCweDJh%R~;Ey`d7ql_}qgCOeYC8GCk7`;XBoe{lvGwN_WPjde6^Ssx&&d2lN
zT<@2$?X~v0_qzA}yVt$f{;hTUlij&EC_JJ_opu=arNgiU?|Fl@k-y%d8ebPm^rbbp
zpJ@SCBSfllzE3`#Q+5B9A29CXq1nM!;Tk_S+u0;UIoLok;-}Pt%906+E14;lNA7!+
z@LHXJSkLoVi+>F_nprOrJZg<%gXlnp0#Ey)5t`IM)wm2$v7YMmMw<2`JLo2#(-zn0
zX0JAs1;k5zn2FKydEeEzcwoWnNc*RMzGe4l{wY%!F?bd!>9qH3dNIV$MZfW~e43v(
zM#O!^oi@u@GmfP3DletJ?n&D`Lpep=Bv06BH}Mk|{bA3KrI{V~n4@M9R^?1Omb)4F
zV%0gK2_o|bY*P#D2y=f+I8weru*9OSzoK4iPtdvlD~LK(U2u6?i7#yYsNNFjhWg^V
z$1;4nJ)L9(BpYz2==QdYy<mvgc=-E$Yol_<Ez$rqu37g(v4XV9SInxlz&hjlq%6XV
z75>_-(E<g9cRPM`*lG!5*mdl$Qpbx*7$EJ@s`Qny)99#_{fOT5VL;4HK6}dBLS&(M
zbG>r6UJ{vaY*X9+6^hk?M|C!WweNj%N>yxY3lyv~3Yv)6)S2w<O%)Xom{H5#@;>e%
zY%n0}uP;e0j%-XU8U!q2i%*u)12p!^JxC_UG^x2FwlamGUK{s-EO6TV644_YfNK!m
z8M0M7Unxp0ormK`;^InVmMb%IHb2kR?}781`pPA9m9D&91k&D6w!aWwB}<{7C>$7F
z#?XiqBR;#NPXYk8E@Yn6$Mt)dY1^r|j<(Jss9zfM!GGnrfxb9SU5>@{iF;Z%x|3U-
zZLfxhyC3P&SxIbd1!TO^FF)2%@#v>pfN#uCHl;`0u^2KMNzu8E#`ivHsj+QIqHZ{9
z5O@3JR=ajd+OWQ6*&|f1Qslj&H~Ruxan`ZB$O)xASyi>)KYc)>P8D3$=(%rMoLqf0
zmZx3??7tG<M-P13w>?joS>60PyMT#aC_i*v`(jnN&QA@0Ey^+;s&%gbFV(hW-kh5&
zrDxB6&TG4a^lE($gD445kIk1{_pQgXV#&(Tt1FldA0SoO`ITZJXBA-u^qDA2x*81-
z78*A<vUh|6zenSvnqO7&f)m|#*P)(E@1sLpcDRIn?JVr-ZSu&TyW7ps3#k@b+14bX
zkkcRgS*Nazb^(Hv!nxn=$5Z6-BdT3%_%$1<O*6%G#-+HTwf&TrcDYCw&dws^P-enu
z+6wbED1Y*I4e#fFt%l5?I??!^bo02j$tpmRky*nMyT_=;Qk~0T;shhZT%eUm13?~j
zEq|7lW>aNFb!L|Q+LjN4tMVAX<1tsXfNi6vQPoUM3G8swjzRx2C|rYzCsXjy{Iq+y
zhiQWEw8|Ne#Goaj?W)Ocehq(+vnxa1$hrAANU7gW3dJ~erI~Xmexwl~Ghq{vc)ZI}
z72(kZqBd5|Y7rjK4WLe_SSVE0j5W$oeTULaWYn1!n{q7IeegblIy|iXfmShN(^^)Y
z`aCBt?WSjKKY=iye@@)OGe-#A!=nFSz<FcHOV<#hvd|p<sRW;S$guyuTg3b}KjdQd
zgeJ6!Rn$N;O*B1oWo%6z+^q!I`Y5K3y7X#Tqwl`kFKFOgd*~5iSAITk&a$#*p(oD5
z!QIBWZ3OHU5~&t7-sdi&%$XRt_5uIgvv<N{o;%fZO++&`L9&BjK@qD>>eKA#_L-iz
z>@D1F7bG$b8xaXc7jl2#oSkVfy!@F}BjTOT#0{;gXdSzZLb&Up7Cbrv($Y*^#_#R3
zNk|xp4|@(D>cN3-I}ROUl#bM!Ayu6+BckR$fuA01hmYrWK!A>&?d9|oB@oehmm<we
zUYi{YT&AM5`-*sI@3jlzn#xo%CEEqK0t-(*hDWBMO<tiFt#!G`E?ut;7<>Vyf>ihI
zN!XAJo7<Y68b1rq*>r2zI$C<f2ed^V;gVM%9G9HEM)S(e(A_57g-+;gP!ZZs=vw=M
zk;ze4q`0{L$82o=6W7YrO0wzl#KygFz7*|q7hNz|#;V@2zCWQ_2+Ou^&gv!##M`>F
zA&})5Q@^?+cFuxXwiUc4w<X%LT^GDgnm~j{E<2j!=jBYv?=jcQ>m@o*IciyQ>f*yB
zol2?(_Hgo#hT#_ZXuLJ;DE2^39TtxgYbsTtKUwrI7(0D;Wi)bypN~rkb^Pd>8d>ix
zHa1I-fik@dJFy-*FAA$~FV}~H+~yTq0bBK3`ep@jz%%WAgCH;bb7%($%)uSVjmQ_9
zPrc-eLe8}G)u(E6ip#V7nYW)!RL?`t9hDDYJ3Y6Ldb<DcX7D;e#w*0o<#s0moE}HD
zz{R-T(HzlotL`Y>(}i5<Lb=2K55lbrE=uI>9nf!f`xY79dnWW#gB@jBBx)Hy@~Pzf
z%gI2qc=;8*7vn-h<%q_jSE6_+N(Z7M3#>`7J+ES@$Q}tOF;)Knp2Bd<V%Ri$&oShD
zj-@~$k{$|Q>xaDQ!rz7~Xz;wwka|d2;EF|kYBa@HP%d$wDFXDa(=0_)bR0l^<oKeV
z^>SUO;>ouMeAU@eMKjn=(nYfAizOaf?g=t1t!*jQTj`jOegqYCCa&h`##}@@FzeOT
z3wz8&B$zo;a#&|X`Kp^CbgQp$@kg39n4Or?YS>;yC}+hS8lJVC2z&t3MU@E}*PYde
z_PyR4uxzxgcpFNxvPnS&AE6?&PU(Rea}FLC;3Y+jI@n}e-o7BjHXR--__5&1QfTM%
z`b9q$EXq{EQ~rVf+)G)$AF(#O&bOcl481WH8dc0joOM{1TpjkmVxv@;U`Izz*R^15
zb@#w_>dL&FuKf8ilNQR*QOKqd>Z*Y9q+fJZrh8CsGSeYBc!<_n{ntdPs%=)Ex|Yc+
zA{u$(-N0>C?xA<M)LQ<>l{p??ed2e$tF=jYD2To#9#j-i+3{#<qj>YvA}0Bdj?0gT
zDcI9o+Xn->z-EW3;nAqiT~zw_F+{0!P}qnU=nb3KK|+YTKfEal3g1PjS&Q`c*&l`L
zQ_W0LhT<Yor;MC16Qu&}+9y058Sml`L(g$h4UEO1u6>WrPw47p_8Gx2FHPnwGrgp1
zf7wW1I}NU9RPV|&ABnR7wvLpo&Q?j!#B=KJ16J0g5!Beqp=u&&-qU@CV+zhwbE+_X
z^&EeZA%h}}>*|(bVBgOb3!>t09-mW)q?}d}SD_X=*Rf*2w4JeTGVTE3`u(s;aXTZe
zQhqSUVbErS-5{I}OJ-W-Vv7&G6H2-zB{BMlZ!&>D1Q*{Rn_I&WEeftjR2>9?2X`o@
zN@^lMiJN8*En)O$y#D}1J2%N^jS=u!V|T>roES{w^Cxhcir#x;Sn^|ecNY;mnQ8a&
zU~=ba#)-UeKoduN=yl_Fu^my{-H{0<yxE?QpC)i7u|)X<a7~Q?r}vuHlPtEBU39vN
zf1Nt$n+e^F{L&sO!;b|XrUlio)XbVM9rlEEEjN^TTR<1sx%CMVUbYQ_EK>n_(j_C!
z6ccBD6`2?=KL#l<`J>5tw1H=5t!9anb7Z0W)9^N7QLfmZN{7?DBqRd>t7s@$8JX}X
zb$a&8<#g%m584+~GNHE1#rr(_e27aa2d@P88crxSc>nz|8kX1Nu-i8U;)pdyU%6zZ
zUDW0+l#QNbaT|gwdce1_S<xdOS#!+av(Dz^E^}`NOsJOMAmzQ@De15F-#@{F`5kgm
zb_U^F9IFS?glAVZm2*>#Dnxx`ebccu#U=1$BJCt2&m;J`K%D}^2=aZr*xF-C^DR1o
zlugX8D+HMvah5C?FZI;g9y*og%E9Yr)k5b=m1*ofQ6|Bhg<<FvuUE<g$@ushtlgYY
zE{xw`Z#iekZ&wD>%rq`M*XKf=#qKLGXkFOlP7mDfv>+=E{K)-rp{lKLU)*KjI$14#
zFOYQAmSb)dw5M%!Fl;B3up{pLB{h25T8c}GL9f4H-oSTVG@&}brBS0`GvI;|KlKNE
zXLIoKK9Ak_D=U<U%jY~4cy(hl`N)Z1BnBFgw|ZVoVWbhB=XcNtax!8h-yXBxN++=^
zOejl`QIMq&OUDlBFA}odt9h?lxOsn(7_RI#?X`I*Vd0LtQ}SWk{0n@s<FmGyZvE$2
zr1z_O#7G*dMhoCE$<MQ8#5ky#I`(CyNC8mZI`nyFA}F?M^Gb%q*1HRjxY*CvPT@LN
zNj+4gF<;H2$IV^W4LV$8_Vj#{Ga5S0I`!0=A6}wgZ!SY;)m|E}E6Bac-vlhYO(3KB
zMJ4f(NDB0PUG55J=+y>=#K4oM-<Lfp<-@X{pazJA+DC@-lyPR6bT%>j3k|KXN@9HC
zmgRfAYZ$m+EwNDn3VDh8`Xn-4=e~n{Ax%Sla{JA^Ug>~TXhNt~Uz-8BS#d72j@g-J
z#&Wkq^%Bs`Kpo~7Si{3PGJrYyxY!rk_H?J%NMkL?<`KI*Hc2AfwsT_cu$(vHu$-d-
zkt$>se!j3pfjAop1VTYJFPT1TCj5<YN`xAB;eld8%4@RrOa{T*=p$|o%{(@(Cg=e$
zx=DufgOON3%Eg)Ew9_;$KiJxUf+e`J0&|}hd=#9th7Z0~kjaE>pKfKXwiD`tSJ=ho
zF^fnQD;f8(vflv7y^}SeMpanRT6<b5+o-Zhpbvbc??CmSU1Q0xp{k4GjuQ2HPD$Z&
z1`eDjbsGJ9^SX!T#DI{20dmFSb=-(V@=>Yc4EqwK-}Sc&!_D3&N|9@vZX=3_(LiV3
zAHa!2nC@C9&BAGUZ#qGdt^=03bh)wA2Wn%2<TlRUlXrOdb_iR0@Udi@waNX<+El9-
z8y_5xe&USl=u9nCHH3HxvGtYaNNst{)Kf>kdSicR@8;;Ka?$?fx){mbme^7sW}K+~
zS&U7;y{aTf-+kkvy0MFjBWYo%$+SCAxF*pRHdhn5Gdc6*jEwO2w;|%lk0~@?E9&-x
zddPCUq|(GrXMgm?0J7@>9vGCD7aeq2xe&C(TD6$sesquM`+5(}bT;%H08v0*yXQ3Y
zG>bp&V;65Icm3fy7)1$4t2N4#Myslw`i$jWTZ|{Dt4L&_<Wv>FFylgY_MsG+5vR9m
zdF7Yvqau~9S)25vp3dWl6rqyKjLV6j-pNWH${@gN$wwMs@Q>>q%D0%yUx}TXiVg`q
z0yJ)uA3S()zUa8)B)q$;($px#J^88Dh)!4Hy`Ejy*FlTxtp>&Oa>^7r(r3w#0X({&
zyuJ*2#sbiV`m0!R&rXEua5(M#SJln8d4!nN@;<cfcFqWw`R9#i_o!<%ate#SB!!O@
zocM09JqPYvS&NMi8#&$NEC9*_cdXjp2Ba0lr*D;>*WyB9r`el*Ev1o4na*+PAGZDZ
z1utRUy}lmv{?&3}h&)`_c1FEj&dlWsZd$|nq)`7gI5Pp6&wkPR9s=*HKh0);{}@`>
zKY7=r*36RF9wOJd<39@uYg>e~PLb%pe{GcgNe0MgJK?7LS~VAs`m1twU<A|HoSB)O
zdagF<7Da#@ccce}#acQzqAZSoCn4d{h0KIc*u5{VHteGut}e5Fb+P@aCNENW<D>f!
zinPSW4p?l|wt%s_Q`An;Tomu~>pXjd)}E6++ZsA4S`~zT_s9R(I;g&>_`@Mg7w{2J
zzU@KWHDCCqz!nRlFUy(d8j|=ZyNyjauiH58y6J-}?nK!nG~p}n$q>?_2euXj%>On2
zL?U00<)PweZn18;?B@Ebth9`xc-w&Bqw=ywqMpot*20}2u=i`KqNj?d0_DpVD2-r4
z*QIMgBVeDibxBNeP52IDIfP>Fc=6QJd4Drf8`!k6ym)z<4^X-yBq~=6zN>v8jkEjB
zqE5H(;#$C#IcxDHve_Y&NqzK*Fp~X&s_T(P2zm%`xwbEqpuBoD({|~5RDLk7?+xiC
z=cssq@|NVc7n!-+U`Tg-m|u_eaZSet(<UHA^)_RG+pORE;%-l{s?-!q9B_zdc~ma?
zC!o1kSWdXw${sw%!Px%s;+)0mx@c|5+w*oC^)_7IgZPoooP4voG0y#&5ji@JXKE7#
z_ZH!S)yo#TrV<*#Za2n8OvjzKyQn7`@8YcwXIsF#zBsZA8<8Y4bM{6{)wK<Z7W6x7
zc^U2NHzBu3Q5&r4ZmkY$cJ2EwtEIhV<bQvamd*c!bKgnpw3|9tzvTVnd7Af=`Uy$Q
zd?_QzSK%oU08@Pj@y-u633&r54z}YAD4?+FWO34GWQ{g@Q5@mXJ-ER5OwG;YOiF#Q
zf3xSHS>5G)Gqxeqm7Bg#`0+$a*x<`$9DDFhz=CIOb*Aw`#Y8DYf1oBQ0Ki#w*%1!f
zA09qx;7A${s`g{4+(ncsXN<t1&#9Ed`4Zvdk7>f4wRVd4#$6FF&4gz7G3*diqqmH5
zg_nJjVRTa(Z;7e&j_4>0(w@uXfwVV$v4oAZnq1bxPFLsSre_&7Ir(cjGhMCy*p+5x
zr&8XvN9^lm3-}TC@vQwaF$@E>VU$!O@jJ{Yw^Lz;Fh7_Po$yy0oQJ6!t9A21`J-)k
zVp{?Ruj-8b`PdK(b-*T9!wCMNxNCUt!htGV4;csgyyq^KO}1J4%~3RduDJ)BrjQ1D
z-6C<3kSDA-(cQ~T*J@EqL42@8$TpR{X3>{c&oC<s)5TI9V)H|L;rc^P1&J-Cf;qon
zU)FlLrcd{En|RY+oTG5w_yS)?-fq>X)dL&jF(*4HzgNc!2dNjN@uK-1#H-ZRA5az+
zJ6?u1MM5n5_e4RvYLuIZOiY{UVTlw?)mD#EuXnTM7sJ~-)w#g!+oVpv#`hvuKJ>aE
zL(<>|nNi4wM>DX#Q`N7|?67r=j|6N9HhP!BcD;!<O8db;eYYTU=Qz44;gQ%Ne;ibp
z?~jD$28G$Hd=F4rL=kwdaWREuB2q@`=38-@kXx=ym;Z&PD|qs5{zw7nLMv@JvK*v8
zx@=+O&FN+AYU*703)|0*Atow*76XO9W$)8Z$!WOb^kd6>H7|ZoacW^6c`!;|HsUPi
z#1!(8WE_RZ5GYGdp`5VqjZNL>pLXf4+d^JpL@Xw6tnU3cmzdM5NzLJD4wH@0W&^4{
zo!QPt(CZavWl6O@;npv8rldgHqk7$zy~MkxYoEL}f>VT5a65x!h3YPCg!%}pAmW{k
z+?i%A=x4hR^&Hv(92&!sb`y+>Rz#h;Ezi@znL(S3zW0zGdp`ukRfT7exvmk}`I`9F
zDx3?@#U}3As#kkySRR=OIa??nH74(x3-+Sx5B2&~^q$JvhUXXRw_9V^O53jEE+_5q
znttjj?stjb3M(Fz><Z`Aloe+uVt{&#a2jebv&@lUszxOChif*g>ckCnYdFX7mg#My
zqHX03q72O(O88-W`vq@3)!cOPvYnwcUjvsYQs{x|=?9ppHAo2n1gWnd+H+`Q+u-lw
z@NGXLr{4g|=Q#%@`!&$z4WCf}FNEI<q&D)+-{oaVjUoFnN;B4-5t%XdMrm7>YofT}
zs783UifLB~Inx9eY|x#jnR_rYSW%-u$oxLBu|)mBV<iR^(ek0kW(`)aHWM88rpAPB
zqmC3}O*b%{)lb(dVC7q}J$KRs@6@oJJ*G|ZG6f~0_>kjwl~YqC9?BBU^Sbej?3+#L
zmcL2Ql1@k#eUMo}_Y02af4MOeLvj*(t0cM2`#)#CE$j{j_?S^rie5B+otdc)M3~&A
zDw!(U{6e{lbSWG{F?o1RD>?x($I9fLZf=wk7oPD{E*xSOh$oOu3gucCjXL#n@KW<<
z!hm$J63Sx8uWWrMG5D3*dDGM%Cf(Got1=QRFG1|`)wPjzO7OVQVh~jKWsl`eGrQ-)
z>AJaB&CxHPL8F*Pl>kZM%9DX#RoZiWIW0}=vzYIL*7G;NHrx*^-+P>f<}8YBphKKp
zZ7%@TQ_E1h@-O;C8ZyBBl8<aA$LbxjbgMS-Gfah14Y^Nta3BrlB?yLox~9q@g)Oaw
z%;|Xs{AmjH_(|`hVz1pgsG;e$!7<2otrmTvO7NqH0<e&&R8e(hdcj6rKQJdC36)%V
z?BNcg=ydkBflLlYPPkv6_T+tA;6N@v)*2eNod<gmy)8<|u-*Tl4;j$eB(=EflB=x3
z1${;D0aE`0sq1{6J1e`M5i3+(Gu*ficG@Q_N=xwAT>Xr?-C)boW;hIU7xV4xn_c~W
zwl{wIVlzjeciFg)m8!Kv<3o|D;!{*I>IGQKteYgPs-T|+XuH-x?kWZkD8eHQ_c}2N
zaxop+l=-;e@A$+){ccb74r7t>Bnxqm0btWke_!mTRS_*TQ5cGOgOq?cgK}l~=SnpJ
z;%dIxnypp-6fC1<4W>vsxD(S|{v0*gM9WLB>#hAc&*=a}1APO0C)5}nU$nt3u5X(-
zPElEh>f)cxet&gMDM7UA1grtr=#O~48XIrusqjC(l#x&qw?R{<K}Lxu7m%aye08kL
zK%);4a?W2fAVR)%5WfN0sbVt7C-;k_pN(aeOA~^#aH1ZwS-!-Q1uj`$45@RL4S@*~
z;w#U(Y857(gKbh$?dhbBO+b_L>DdR^UIK|&{BW#s3sUR*ByHAdzd?XxkC^8Oh!fSk
z>D>E?GAYlKl5LxDAZ?PT+&e7T_{Ld4dmecI!EQ-Uku!e7mAzJJePFY?S=pYf<iY?7
zWB=%RhX~>nYEe9QXzwL>{Gl&~WG19r>mkp`d-Dkuyv>nk^Qf24Q@!kuxn^0$Fh==@
z`?o!aP6s6$IIBO(T#U*C{XXV9Y*23g`VLIuUmtof+LF~&i8dCmYJ?PwpG^!w6X(l+
zQtb9afRCz~&9f}9^bKnAhsf?!6&A;g%^UI*AC6o0rMyM%Z&|o}>3Y7Nw3s@voXs%R
z8|QRK_L5indx|8{m8~(@>Sj|_ApjN7LTK3Xbf9<ScuD3m?MV1$at)}m;CQUK9;RY@
zy{qPQ+H~a>!;~jGf8$)IKQk~lu9`E}R}5LuT2%$d1G0U|0|@4}+fYH=b{V@|+eyxY
zap`F{=dIV+H~OU!9;Z{ot@!;jVs<ToSMv-IEZnVN9!4b<9zoqp+fsh(Zfd@&cp^Ne
zc`o|nx8AO{BUqoJrHdz5CgYEpcZYo(YBT(9lSG@%JT$g?_88$imUxVZ+O+FI)V5(-
z$!HfeReu<?Lr`)cpX?(lbnDGa6R#5+KTcc*)&m-V^$&ryUKEc&Pj2Y~qeI1{$^6w>
zhZP#XX~}SnUAJl^Gw-N>=jDErvFp^36luz)Hd``SPze1j)WY6ccn^o@khbDG87tGZ
z6m)efa-eA7`-Q*h0KPkOR>!dpCh;IgFJ|;l-^0C~NLYRA)9;jJu}bd%2RS2((b~`h
zKFD0p5x<DKxg_JJR<76TKw)r6LhJxq*Lz%WEt=0DV<356Nd1fQ`XV=}rILwPeMtVq
z`65$EYQy&$r;Y}*&|mo3+kux!uI2?4LD`BJ7yYD<Idc@X2j?XeJyzKsGasay<B)Dp
z1iY&VJ-C3>ZaHmJ9G?CBOs3oewkl=X<6y0ooR~py2<aE|`e|daY>d@i2P{9n=0QX=
zO;{O;B@R(2c`pX<$ny>m!>PkY`(N!Ba|L(E^6){CukSv+)2Eli*u=OnmPd=UsHnL>
zS32|yqDPyghmBz$fIL|r`9zPyf9T7t?0aSV-vcHE*Sd@+PbtC{qtG;+Xz}_E&16cB
z(M51r;O^KXw0FT1nK7P(beyNURTfFE85S2RmlIIq^L&UO4g`77_=}?#-SlB_QhqB)
zqHDB7@X)PZ#_e{K6hRmzYfZirdfutm>(jG}U)V5?*G(Q2yiw?4Ym_uDG|lipz4(1>
zHiZy>YS{t1HAYfti{=0fCul*&5o1{U+o|$VYTC_{IJngBA!Ccu=2ZxKoAjBrA*^q1
z_o@W>sjlkWDj<QJeC}$c#8#o8S3Akt=e@^DxPaRsy;<EOIp=}!>+#dD<0+;WGyMn@
z2{T78%zaoRL_}A;!L>h{{FvF(XI&%YORLcIGC(~d*LuN7X?*t6Qe~qfdT3ZLj9{7t
zGsoy2;Kk=RV}B;S#%7>y1Yf>1x4iwRw#~77N-p~{yD8wcFGu{q%+#5}ZM5iq(|fP{
zS}nwQgCa{cLM!FMXp;lcDB$|kZ0T8aS<{?%n7#Go&`5WakHu1y{H3-Mw*n;Nc)F8Q
z=wz)fgrlE}2z9-iw~K>vRTP<VtnR1~yZ7*^@o&y3aT8V^;eYtAcQFk}f73IIPaiD(
zi`&11^PAhhR71o24-Vt!&)a{v{mAP#SO284t9t(7_Fs|wkohOS-ofzqTS+~F`paL-
zivABLKZN7=H-eA_-?1<M<kuJf;r35nVjTX9+kc4lH)mAyQ2!hGKl$~|pg-JxFoeeY
z9})-{8~<?oy>Zm&{>kmHW&cgZG~CB;kNBtT4$|KQ-VUIIjr2dc{gZ#V{o81tvwzA?
zKl>AroUy$N`=>&F)%{s$(I8GB{!iKedl>(F7=MG{f5`a%H8RFGHmnXQBLD5F4DZqt
z{^qwgHX`P)->m%8WvF`Imj1mQz-Dg_)&Z3Lw+nK`ijn?{)xviaM!{b<OaJBhzuYNP
z`U!1$Uf8ye=y4x62m~?!X!Tty8va9oz{_-V2`0ZM4<?<c|K;xg+0K6)^#6|jr<eaT
zTK~@&{$~vTGlqW#m$xfmZ}9hnuN1K@?9H8=9W6}k{yGAh+F)}Fa?!k|`Rj<2i<^^&
z??30c|C|>Qq2W-pu(x!!qTv?gxjm^y!=d5sU_ry7qhe}fVdhN3p$;;2{`-uaor&db
zfwr~zZEeoie6MLZ-dR{%S~=733UFd`$k{tvI644rO`I)goE<^8HKl;IKu2{46Eh1M
z{@+diRmc9eO;rm=GYbc2kcsVW`${HGfLrN*sz_QpJKYvb0qq=s_P3R>1!y>AtZi@G
zzWw`G<I)ypKywQkF){2voprmr)8MW{tX+Kyx$%Iwx*^uR>Z6sD+MjVxCDdi+%5AjM
z+9VS{#SA0*xxpIpozS86?&GC9cwas|4Ps31yT?UEXrb}uTY^*pE(|vB<pG~ZzdHAF
z-IaQ;u`5LK+)fFcvM$n<4?-CMb_Wr%6Zs9U<4spM4PWjM(%h5&{E*=8i#M46`{#c;
z`2W}r2nfz5A?V4gtE<b?{hLL6$Qk#4*<`ag?p@60hkk^Q>0Xjx_Pi_)yOTRHHg<J=
z+H|uEgj^ygjc*wKU#`h^ZmVvWRHcxc+xI@Lha?V5<I?}z;_uyi7)<yKr`6)g^qXc|
zKFC{+e`Dc5Mdgl98LkPhCNaUr*4EY!(tl&-EQjH9vkn1!^w0bEo~buYK;}#GZEr*>
z?XHti!TZbocw+bgs!cM3{HOZN`-Zdgkt;(kBY42)zn-?HKDm&snPsL^5I^lt7G>C^
zgn#<1{tyWm;{P`$n_t~~_|@)VL0<mnW(>5p>__nIci0UtXb$*M<+9(?5|t{7n?ta~
zf(Gv-c~ot#^(r^1JV%KqxIp?X{}LqWY0+S>jE-H^HW2SW?^rVRhzKcjTfXzxHQS&~
z{l7ZgO!UH`<iuvgXHXnp{8_ZFfmugTT)6`Gx_?X!qDHOrLc1DJTAbGSxAv~Mi3t3A
zUzYnci>7GHx|2DEEC?u{<BE~Ou0Lj+bo#tB-;{ArP#*W7472#jbRA`XsvSLVjPn#2
zP3eDzjdil6#RsL$(a||cT`y7*DG)o%P5#V}=YUPyD0#P`?j^%tPe_F6Uch0}b4tpZ
z-H4Efj;$?=W7wi9iS|Yg4o4hz*Re)EK|QcQ3O*~h+(*oRBlj$a{)3c`k|q|Wch<4Z
zqxp`HJm4p|&;{0Z3fO%G{sUs{4GnZG>@}wPvp8vtXma-viU&W16-RbtOuiV+W6)>B
zx0b#nCtileRMg0JxTV_vVtG1Lpy2qodZKBE)XG0rFJCKUMIqM|Jk|w@FTUqV?I<jV
zaaazZO02pjr~DY%%?z<|xs&fD1bQ=<7N`EvmiixUy$Kp9K&n@p_HbpEHLvm?CFM|5
z<YatS9>;T9Qml5yPQZ#&UPZyDP4n+n$N#0K3-i9#5GKA%AL-1(_5M*@&wzVikeu>g
zuG)<YGqE>f2fH3z5T?)3P}=`#wOgiQ3K|%7dpk#AmoIuGz;<Es@Lq+){p@z{fq;SQ
z%OfCf`Gs8-^t<b)#lRE>`K<2-ZHs0m293gdA*pO-4_^L(hSxnl|8Wh?H|d7!<EU;A
zTfh7ILiF_H$Lm-3f#%OWUCbJ}Z&hgr45R2A#qP5@>EV6dLQ7A>n6B-ryfkYYA+w6f
zm-(I#(Gb(1JK{5qTbPsoEc8EjeuSx)kH?<0OCC3pzbx-{2)kXTrR+45Vo~=##(ko9
z*oTx|LHN#jLgCVEY_^$C1*KLyZ*`57fEQ}*vHDxPw+I)8F89lkj95TCksCa>P=tXK
zyUO$!04j`(|2>pl$h`RtNINhG1}xA>lkWD%@b8}}qQ87x>T90~;ltUKY{A{S;i3F>
zx%sLJ?&n^P05+^1HI%Z`HM~3_g^$0wvXW;>)0-ZAu`?L5t&g+p_sL;Z24sda8dP%F
z&C{pnF>m^v(*<qY6pgh502BW0K0o(k+Ww8zJJ*iE#!i;{#!};4uGO_KuAdqu+k4^O
zn&CK7*{QTK@UKT4mHgK&AH00TGnqUu>M>KOBpAzTIpi^(IH2fyz+N}nhciYD5u6{!
z&vCWSesC$!x8W^;@81u~;;cu*Y*90%U$<}B*E|9jh80%1!i(YnGlRxd!Qb8d@+R%!
z!@oUSy6*aTsZ%|&VUaOiy$VL}TJZOwHve4Z=mo;zA9haXu-<C)lAOW`$g6vrk<I8`
zx189jr%*OhDV1xHUxZ$&m}ajZ(4OG`4z`$hAHxZPTH6;k8JY-{jt!gWJ~lUyI<0Xv
zo#@B@(qCa8^BVyKcm4k8<W2NI!C_*ad&~0%55&?fzVc?qbnI-DoX6_d+5SfVBtS`F
zGzGcm9$KRMri8sa_^%j6<;xqp*6Xa%9F+(GNY;<q++0R+@uo9nb@lF5KW?wn*g0zr
zu%@9KIeiKrC1<Sme4omRYqFrFtJ*DXXRc0HIgPT($Vd~+w#(g>piaq8GR~8|lO}4R
z^>e&DF>q#tC{0l4A}vtQDt@apJ3X+VC`@<#nZpZhYv1s{<x8h8U}7$E1>4dLrQhVM
z)DH11B=p;#c*jxupUF3+p7i(Qusy<?u{@WUayX_1aX=X^vIR|CFhcWU29Nv*j78ho
zy_Eif?O7L5ZA#6+r&nAL&w2YzK#1LX*x_up(0$^uIZd!Li?~a+irdv;5xmsN!8uqX
zy-py2C4q00`)Ft&FZ?c6&HjYu%8t=;vx1P@{yV<;z<mAlob0|C?}qS#BC*DaPg08E
zBbbzb+xV9^O^>DswA3~4`qXO~BLlFI!qt5B1FeQR2c377X)E=*k1V`2CDfH2wgarE
zm<JG~*^5sl=|D;~I4F|61NoHTqNTqF3GzGzi@$@z1)O`XHd6&P1)$s9bAT;y?;fJ4
z0OoaBo&TfmamsI@&2+Rh5214A7(U=Xc=%6@NkdplTbP}H?;hyn#lHt(={GO_TqXSf
zQ1r*E+ibr5uORia^dFp$Afzv7{;SFK&cM>deC&riIsY|c)7*P<SE5$&1;xY1>HiN!
z6s<P-%rtM>LjF4}R{kT5r})1^<zN3d;=@?}8Z7?P<2RTBe?$${{&$x@6aCRf{wL&)
zK2=3>c;n3s4l}G}blu1ka#cvAE;B{J3N+*F`qgG_ZB5!Vl|91UzY7!I+!y&trbl|S
z7Z1IdCMkA0_?foS*$6W^VPPhU*mPbix18k)yl4`f3b}@SR@msu8?G=q9||G$I^Q~{
zJuZhTMNo`Fh0q+mDbz62qaA<PAktVV4G?#Y+Hc~;I)NoFV$-b`PS@`fAWUW_8;@I$
z1GkYmzq&&G@Tq2a7cJ^}>+u862Dc+ZsO?kI9w+WKxsSGIaEKkfLgj_xqK1!M*z4Qc
zC<AdlR}gyIj6Z%5U!MeIJTtp%v|I%6@LdRZp7r3Qb?NM#xPvV`fbC8vl=dOoj<aaj
zRKF7Kx9zyj;8l1T?OsTkBh5cD?K*#<!~*}w{74bxq7U;Pbp)PXqi;CI^2SuU<nQ@9
zBuMiSsFrse-tcev*X)C!860^l_f^u|EsBHoLBIzbbgK|9tB_@1p7r<YVNWOGIMEl7
z#>>5WU=x}oZNck!q3h$-S7-ukCqX>+@#QgYz4+5*Cx2wEVI~UZ+n%<H)kxP1*}KXV
zUwEdqafqXPq=P>)YUBe;rWda<eY-$kb*vSmbJLS)(=a$+HK@m7ex`p#y5;2R*H!d3
z5TJv7+jrOXbvEh-kWL!2<2vO)k<YL(t2dle(A8GUt;M*}r0rY7HDXnGWmQbjw)CLz
z+s;II$$>q9y`1X&A@O%`5)8EcRr`<){Ia2}g3qI=^re4q1hmFQ<d%!|Z4@yc1JPke
z$-TMvoKc{`C{85YZ~cDwBjJ?tSxd>A81cQW2gmzWRZuohWR|Rbu8Lvdq%5-)hY-~p
zXn-I*I|?U-6kC%RH?=1wX0=N4aR(e>rl?ER6){8~`_V6FRxRo7Yx8XK+Z=+W%O^iG
zzZ0e~qS|MRZ8KZU>_{mJ&v>3L4{$gNF<x~yOZibwHdX)J5P89RGu{?P!SsFz)%T!f
zb&Wk)4*`Om-N;sRvAo1MiW$Nx$9%w?p_Nl!id+u5ZYVWEdt4O#j<8j6{ceyg?^no`
zf%^4<nfc#E-WD&edCUXqG7K;R<|E@3lXAvB9Gp2X-*}$xLa24h-Fhef3R(4#;|oof
zYXGWc!+!AYAb;Q~XUDgGu~W_Ndc!ih)#Eg!izWzjS#K(U?F@<|9_6Q!gSw)Ap^>{E
zHREoA48mrh)C*zsTJmXpdp0rNxGFFPzPnfxpYfRi&vGYV0Xv}lm|MA6az0H^1ZA*n
z9N2|Up|9U<x=sULqtZYY{G*1(?(guiMfn+%pGHki81XD-i5Y8H!enHFk^$ztF1p>k
z&t2E55|Xsw;_O)&6-JR!{+8vn1zAG#-swuC0TUFx%Y!?wEw?*P8odg~#be5gqA6ar
zUYK#2mxdxQ-UY1Yr0v+fcHN0@c2rzd*nq3%7FrzW$jKGIc={r_Iu#|x3^nJ!`1IN)
zCgbL@CS{Ins_+Nt_0b`e*y0nHPiZ_NEv@Cp)vgBOdbIkGe$ni_%xxJ{%vT%}9gB&B
z+GK<{_aD3Bh(EpFtc=KTw|`y#tIhw4m-dIAyi`;SOa_>tlVifciC1*f@VapGQbYB3
ze3jn_bqq6I-;{-(8OV+-?k1ojpK3f#aO@$<*)iM^1K^Y(Av?aLVB={2Nl^nAiJzkn
zQUO<8KL<0~yXdC(I@W^*;X{V#x(J47II^W@IPJOr5CD<Ex$N5od2-c4!3s`T()xwm
z%wS6U=u{<^7ASR=IVrLRe(DfhvtM-{Zh4KGcWuhA^?RlQ_VSpvn5S+;7q6c54SjA2
z3%K1`g=eWbQG3vqa_N|`zV)g?ZZIAP5`KP9(dA0WTHxi#_O!4r@R*FioCx_Kh|LkQ
z_@VjNLfm7tkb8T}XKmAJc=e}F7Lig8JdexmCD)9_i0noE1rtbBfY7MA(Pc>`A=BYI
zm-wQEkKwhDUDB`zyZ0lm4)^5)TiZY19Yk<|`P<NxcF0@P8-_q1`!PTmpD!XWXhI`)
z($;&p5mD$Jc`90GxeXERBi#!x)eD6#`T*tmwsj-&2!i>{sD24Wk(Fij{nPG@fN!r&
zV)>1uDs$a-eOqD0WCbwK;VMB!5$_TTaU`tX8`VKJ*Zh46gmC3|n=I+_@ZMu(_jH<Y
zE+OwrdYy7y&f0o+5I-TU>*EXa^Pj{-GC<dk%^aAMEHH`Fe*Y_fR=bH!CDfp=z$L*k
zHfF?~X;MdA@Pc-L1HQJV-sIg=X2KESvi4vQ_xY-qCFLt=|G-K+>hcUsbpXV=pA}sa
zRFcse68X(-bRN$o06X#~cB)zB-oU(dp#gt*QDPfplT?9X5VODYu)6)I^*BRf`24Ki
zk124;pE4P-Q+jp1PQEq~wqG&+S)^J06`=v_>ih^!S7UEUn=uvrKB;c-NOo7Y<nop|
zWn*`VeN5+J$Od(<V)K2H;qa@gAX=W>y=~MK<Nag1lA`)Xvt<c&wAW9Tqk$Je<l8%I
zi}gf-*h{Bw7iUE}tNeh<)sY}G2QI6psb(Og5qP|6VzMJ4Q7<W6LANbEftEgOt)Ofh
zneXHz?mf;{lT{!Vp>*<4fqY-d1Z4kqwnK0Iz1ozlf!~ojcCua@f57_q>!0KF*6byZ
zpX!lf2Y9t3w?RQsQ9Hr%UoyM}Ry*e>iaYsG`n9ng*;A=xJ5QkR@0tJrvPxc~-RaYk
zP=9(0seC_}M2>vcFcu4L7SugT%mf*^9YsKQF6l2`^5R(~kz`Ne-sD(~7Kx$i$5TCV
z*nQ2eN8R{C!+A*cl3mI5@f*XJd%@knT0>{8##gVI7#HnNZ@8JI1$cj`UvRwJtDUHR
zKobqhU+>D@GObcj11-Lrs5ab)I;1Ae#{oMv-^l<eOKrl#D03_gAL;@q)fwz|ClBd5
zUMm!Ax7TVK&K`c{l6bZYh^X7Zi?O!e`z)P0IfPA}A6=hu`Y0d<FhyXYt|{||x9%Ij
z?J&8OuHXGVUaLoh_3>FNGxgxtyyco&x2F=d<~<@mh;h6^ygWnJ6cJ0M@$~mXyRJu~
z0E($7;C_Y3y#*n-FoC3^%bA;n;)TG6rLROd;-ZHroI#b-(w9v0WbGh)Yd+~Xj${uK
za!*pqHnjpQv5vkCIMJwK)Gx${VND|%HE4`JOxnMmczgpn?XPhkXsShb0lkeI--UD&
zuInS#%;*So5=v-?pBX(zDKD<lo^1`V3qRCX+JBc9WY`%@3t=Tg(YQz}zZxV2=PwAi
zV0gSbH(NXy`BCF=CnJ2|?mYR9-T?kv$HOjoWIX+O2@c)*-bb9W>u*7uPo7U%)HW4?
z9@W1tPVp+Br7%J!#=ufeUv0T$O<O#tJPLY}E#1RA#tur_TNT-#qtk>)7a#TmLp8nF
zL=1ISBFs&OIHsYVHg|l`QTZ03z`~9eIBT`%Si^0$K(${{do7JcItP1CNJc!yi=S87
z-M?`GCyUA}i&PR=Bu9I>alX5ye2Z>fKpY)9TVG^589dX!T66K+yy5{4*EWP7A8XNa
zMi#vpSirOFJV?MR5oWmsKNl}}@e2O7#~`!jn8l54d!SysHZxvfhCw}|!u=cls#6+S
z-;?CDdautaMYPi_u-(B1p2dNER+e0ES0{!U)72{Bs=JV<#qF}iIt|tfo5?5YK08~^
zvJZ?id~QYvd$JXvIVkf|GE7epyAbOB((GP0mR4iaF}Z3y(qeAWtSl&#h^2pGjn`l4
zteNBP_4BEx;dR+ln((jHZ@&QotY%iX2KbynZp|~L9Mc_jwY;dKp6HM(g|a+ig2bhX
z<G^Jd?_P+MDE`9dp&sYQiZ}&0MRawwGgDa52|@Ojh3#q*)TyD4VfNuPw90O+j+kzm
z__2xHasyN00B&BL&IWvEL<*lkU_R1ub~d|G>JaNr{FAMhmF!QkFTYTXZ{yL^Pm5*|
zeERTplS-sph`NDyhleC6T_y6ys8G@zNyEnOsNe2xkl%qXv2nYlyzM*pJI>Q=hW(nl
z-eL-9KfF{y;@~L?g`{sg3v9hJzqUzJbaD8jTm&-WT!zX+yJaI%dTdpT^(svb$3ICP
zNv24O2iQ$IrIKo0yB=EWh$WIxzkZ~Iao`l2!WK&!uzeM_tpQ5jx*@P2ZOfgYUwlXM
z8_3X7{(y=1QB5%evs0f`b14;CNkA0T>6MKP6%9p#q!=J4H7R|CX;|{d)dQ)4FZK<w
zCc4*k#1?&^YbxPGkI0*}G3=u4nE4^$J3>9Yj3%X#pKY8E4caUZAN?d;p_4rT&2x3k
zuPg%+c{bj%8|>)sY$u$|R7%Ia>YGQRN?}dU(1J(4SvdHIm90+iqhhR9l&M<t4=~%i
zavb(zK2JVX&|?jj+sD!tnT)>~R`|k9>PBj2w9MP(9A~ANz)<gRu$%<E2_Zg$Sc{bL
z<PjzDsln%Oj+1~*?54s_q2+;Bd8L+wF{75^GKJxJAy~y2+F<zSr@!#EWiR&JNhFzw
zB*NB(N^b7K?uR>k-ATWUPdRQjk|&y~VLY#2iIhw^)5AX7W%ix+_W%qFH}yYvr#rQL
z4Nd8(h$k$ozfTwY5SJ<!^hom{syu4(2!5acWV?c7VbAym>xeW%LCvn}ILhIU@8Y+%
zG>$a$Y3YNt!fplTt2hlEl*H!>z{U5L5x#@Sf~mRoozOU?Igv>ngYrAzQqVo)!*e_;
zU<Bgg-YYuzzHKu+FovlRB2(U_0A4s;omj1VC+8q??G)$gnJ5g%oqa&3CA2(M<h(~w
zq3hO^Ug{B^S^sK~^_!_P&JT?MrI^AbN81qAl?P}S#4!q7GlCTwqFcUf*mOZu?ccXg
zW_=zv@vVAy4t!L^ZoNF@3ONTI>NLy}Dn67L({>blw+XYk-8Fvl%?iOPHzs6(BW6B&
zomb=Vt6Hq*S7rd}d02>u%NsDYSS5wFh5OLd)L2MCq+5l!&PazjY~mIrA_wBWIfOL_
z78>747JG`S6HwmkAIg3?|B7eg&aSnGS?}d{KU`*?e`f;WCv06DBunFJPUB1P8)2#J
z?dU~kB$Zc<2TWv~(+4$tf&O|%@^#m_tZ&S!z=`^G#An^u)GVBlw{K(9ytb4?rSjP)
zoQ&i;dpPlv?JX)`&)&%F7{0KpA=I11MqWIe@t@Dg@{eMsjnaBO`1NFs-2|6dZ8NxK
zli;W{?Xo-CzDNN~pP__Y0_jr};9;>r+ji`jSVi>N?ecwTbu1;$7<?sqtGsHnv|WH5
zb@{h%Hd00MIYTN>N2?8Yu5bn`7C!FZusdiz7tf8`>a`MBhls^1#oHKng0O|dSu{YL
z{(4Y<I^8Lk3<W1wlpYrI%}Hh8*BjE8&WMR{BJ=}BTSDq+W@izO_;oVBv^MLeU<sxj
zh@n^!A7cOcHBOznbCh;_`-`4-pxg1n0(K_^CMWzVQ&2L4I3@Y>71PzMkJ#<hZ0EbA
z{9d!K)QqQqgLae6C9_e{5HC1)=|M15Lg?3WH222=Vt098>ND04u=`wu-dkcubpq_;
z=N-;`axJSy#}Ot*7^W!(nNyQ&aTH5wnQNqHXDi291|sM~ga)eL^=5zj<{C0`kNJGL
zL^cptf>^V-jPoex;ZE%Sf@PS9_XU0Xl_&4hL7KW_98m25DJy7y@>bFlvJB<;PAx)<
zL<~8#o?qh7$6ZT|$IyLKuQBvj*BduG>33tt@(_o|P&YG-7pZ<`j>WVoGaw)_1P>;2
z3J-(_v@b<z819Np=3Pizg(cwZ3-Rgx`s5)PCukD4sGF)Z20Uo2P-HKeJ8Ew8PUT?D
z(<zzR*fpv{<alR^bkJa}0K7+v-sw&rK2H);Z6t-#Ovd9sO2ghPZoeL1BPX~W5v7Y8
z(;e>e_dH3y7K&iS5X5q>`%w|bj1xKu9xs=cvwAn{vX*<&b2-CBbE82q%C?Q<xb|Q4
zWsb;R;fNW|<7&t5w+AwBO~<f7wL7@W4czaDlJ?F}BnfS0xkgvI_)>7y2FmA!QJayZ
z-x+1et_Y_dJQE=v)?-;S^=Es6og(SsBD}OuhgfCGn9E`t(YkjfxXj7WXD!8AB(C*x
zW=nG00OLBQEkXFLs9|<dc+{Ij)v)xKxAx`McHLsg>}sLO!Yxylf!<Ud!8fiyFL^(_
zm*3EFWT-4A-a<wWeg77v_2s_lweR5SqJE<>hW>onGL^c*&|_N17YzndB|nDfgK#<N
zl~_~!JLZlFZFN6<^Z-c3!C%Suq=$Y~B)Q^)Nou<4lod1Q$x_*9($fxKJj$pRZXak8
zQ9WDe@O{Wv<<r5J6g^e`yn#ag*(B4Bz**j|>BB1a%`kJj*#LGn^%e3S!tcE1S4}h-
z$9yiyLv^KZHwfA4yr%n$ij;_z3|+HsVpJms0q{L<Oo*7xF<bEc&imeU8w*?dpqj*~
zqjv_f`9%ecolm5zN>2<@br=#$z%A6f3wTrC4g8|8C~lMKCDKnm>$z@QhuzoWl<R&=
z+oTtIfX|ZX2_FfR8^t{q+o-~g)BfZt)<dFnZsbJOa`Lkzg9wlPgok#yxsLUryGaSc
zqm5D|By#?zro){_Yto$xlOe`Vif=)u3H4>d%i93UVhvucA8!lA<L1Yl*XJgz;c?89
zzto@6Qy?_Aq{;kGBGv3$apueliVl{Xo{NsY5Sjdz>9s=s1r;FlUe|&=>hr_Y&E|>i
z(@=;{<r2Pb-FVhfz5&KKn{~jb<<7O9V{wM#BT&_VLaPz=m+pB5?c;iGr7)u<!!8#!
z#fYTOl1@?6F2RJo9;hp3C*0LBjL;gE>6ZalQBk3wcREws=d`RlCHm|+R6Pb}Tc4^c
zyT#JGux$<u%p^=oE-xhzDS)YE9b~H(UIa5AQHyK%?2_lH8s`nQoD<nl@QEy64%ZL6
zdV}(vQ%Do^6a25y6zv6L)u8$X{N~&OX;Aw);g+QD4)5PTYR_qHtC-zBW+htfIhtX7
zdtMZ4X7Ow;qKT3YTBcxg#`3DEgi4>uHd6Ix$^Cs-Gi{6&C|7t#);m^=U(sS$gH~Wh
z{ppbiXm#C?5YO@;KNwS3btpIHVJ{_H<@kF?lbA=7VXH9wz1V8=G_bmUN`WS*EcF<E
zASFIb`IC3$E!eS-=8tg~-x~MBlrLB3E}%=^90CcG5L}GLeuGseJI$n*hNVhzaeUT>
zBP>kL!8n#@{x6@FHb{D+pFKXDJ^RJXu0YEv$1is<y8_ajH@S7}Kd9VuHDhB$wf{2k
zT~_W9A@KvOMF?s9OmoN0+KkO($3o?pqFlVM+fQAdS6bIUlPpr0kS#CYm4uQ|T$hZT
zK_n#C?REq*KqjHz&TWRzyB1pCyyY+}dUgMfcWHkX>4ImN;Z}=}XAy=JKjV?Jfx%Vx
z=%Mk;dFj|BL2Cvxvlro30bP=VIL<x!8p{$MJ@dK!*rVP^jJT<1dg>tJyW^^aYvh9}
zCcRmnB&nqyXupVcxluCZyEm6%xFeEz$=&-(UdN=V+-o`gX#x={nr<p7D4>h2CNT=2
z2m#RW1=quJl&F`3Hy<}1g#fA610t)xdRcD$lzU*9Q%?MA#$b6}x$k?<c1A>s?)Mgi
zQ}sI!f@_zaMJ0{%h#Ft^=ei91(nJU1e!GZx1A*1c3YDD3Zy=L*<31T8SR0Du-bX(_
zG<Ga+|46+}b-+wTxOX-amkuqazJ~ElHZ#9kk<&|Ycw+|sJil~<fmZzj933@!TTE+r
zN}w%ECRP#&Kkvr?Ooia3j(Mi=U9Cujrs+gxEk6mVaL3I$CRnTz?EeZ&6R**mr5JFL
z0cdd^(s=f8_EOpP1;S}}2PQgaGixeh--jxck^sIqaV5bV<o02)oGN5);G<}X=))pc
zbYdh+VB@9$_TYTHV;|M#qXo7-PclG(jFR|f=P0$&@a4b}|MQ^mg>CFbii(u!trEM;
z$e&-M<IGF~V#5ZGJG4C|gMbu1${DoHW7X&|Bo^dyt;DrtbxBNP!K;nW{;GKEGo}&R
zrwPwE=0n1TUua}fj-r!c1KMhZFJdw-xiu}gZ=*RY<I%%9Hv#{|nWixV%22gFO`pbI
zINV_Teqriy`tUEW+{(l$^3SO9w{6o^SXY}S6i*5`X7S0h?IKGPrnHT|j?07I7Oa20
zv?^41XWKK}tSjOi{OBloxq`ciN}pkCMfB)Pq#pAqDdehbJ3r;J#@zw(+>hwn{s-E)
z3DGRfy}W#!BB?Lp3q>GZtB&b%<sVN(h)1-#a2d+R<g3oYoK(rS)PXj*x{1^Ep#cLd
zvjDUXg}`Bhxa788h7om3ZoaU8jK3t6lWClZ=1;-6ZMp41dMRVW;Mocx)`S}ZY*Ssg
z!sV#+9}`*YT@P|BvhKSLzEurEGQ9SOJu&YWXfBdwz^gb8H667(A7%;gi}Q<xd`iWc
z?jR5qPe3AW=OT@Cqqd)31e?xO<D|&SHQcbT?OR@cIqcQDG#cbi(x9|7$SGa+H)M5|
z6Nn1<zgT<AusF80TRQ{@?hXNhy9Enw!QI{6-7OFr2o9lf2oT)e-QC^Y-3gMfvl6n`
zyTA9GU*~sqUtL`_YtA{wxSyx2u^NmXd&!QZGo1gfE`o<@3V?H8RSn8&`iNsWA^)Mm
zT#?grq@{Z22l}Qb%y4j{=O58LnqUdE#Tf^22y(Ch&g~c^p0*E0RI=(ndJr`0op198
z7H7GY+HWg9Q7h#rf)<%Ke$=yin#`C4f;f^PM1UW2!|k=&@F`aSW0HDOT^64t;{w42
z|8qh^*)>hVZ%as`6-}Kn<op{z)*I(RV{1>-8m!N)<q&XzWjd0qrGCkBbXPS+gBN#K
zQwHA*q^k9h1gCw=7v;`(Exj(CTb7WI1#{F7)7nc8PK+g8oY&`M&x`7VR}(GNOk?m*
zFsGYI4EaBzFG{tqsx4%}9?etd6!x*c33fspOM0HqBJ8}fjZw#Fx!<^vsYw=6!@oFj
zNB+=uDsru*{k*t@WAs*6+gCN&vX4HaVZdGNj8o&`ta)9BRc&^v^5Bc=QOnwB9Jl-I
zLnNGG+GcimEzuU$8;Ol$l?E|tv->rw&fNMq^H8S6Z7!Aaj>nyb&!W;jGe|nx6MBj2
zcHE}(8wf->cy1a*SeFfzKemye_CBmCjyGJ2(WFN;vOhc4guyOO0|EoAfA$a6tv;om
zPU~%+ANIf-FDm!);je#HFzNY*^xOg@2>IE=pj_@<;bxi^)?;Jb;sgN)9&m}vJtd&O
z9Vh_ASf`>kcr84_de?!WFJ6o+Q!uc(fp_!43ioG7jc^`4ddsP2mO|2MJnqA*+Hl}v
z2dVV*dg0t7u5W#iao;4RnsqloXB=r2uS8Yb65kSI3<7a${uX?Wt_C;s4wnFUjYgI_
z7s;UIpGiGGyP~ALJ2I%YML)wiDv5iq1Szv88pg>Z5ml%alRADA{rkBnn*3mH5g*vD
zTCbZ{udxalZ->I0U$h$(r7?N=hy|2Xktom-qz!tYwiCLu${X13e=o~a_h{mQ-r7d<
zw(8Y{P`V#oa;<?jegChttKNuaHh(j>hU*;)XX))KBvP4W_A+PQpf0rpGVauT<K~82
zFH9pgCxG5uwBnriU@}s2E?MIcv<{tu)*(8h4Ci!B%x=uqb60l}bkawCoC;*9W}9dt
zY1l!}PWiNE54dVhcPf%^?;=;fPc$sVq0p_?zGn-ZQPLJ}bNk76+p~1bclNlpj1;Sk
zEP`06d;RR`2uyAPLT+uUt|UG@ix#dBatg<teg1}+c<~&R*138FYPI(!x9t6+DGyDy
zyWhTL2P!IR#F2I(T`92W3cGIJvFw6rBZ@ZFW}c~-md|a=(XUVk(<hrY(6CrW8SF3@
zsrb2nYj?NlJ@Pj@%>fU)R@%54HFxt=QJtEfTk`I<b!8`6pDP3DPpVrWyWL9k2^p`f
zMXyx_$x6Mhp8GJqS9{!P1v-SXlfSo<T#TlfO6480zG46uX`NnNq9H_7hFNuZT#Lt}
zfOp0lSVra?Z57l8vSsXg2m*<k4YYKAEVeptyJ<3Xw&L?n8@CJ2_J6nMV;O`)3P|NX
z=su}DU2R>!%s|i}D!I$ZmKkAoa|#NEtAz1frkL|K5;p|W5#F67a5Ph8{MZ0W5;m}>
z(4eTOYN#$u5YQAh-rG8TW7E<U8I=R=Y|O<*A-1TUR3vWpX)>I%$0P{z8-&EfDYpn<
zsbBz<rB3}4&Ophgt+MgSU0R24JV2ggexGJWtA?+YheuQgHq(e2^&uDhqq4?{Ed+2+
z0jSoC*D13au_q$e{M9b<V*SA~ZoxR2`rmstZbLu4ot-Ej8<)VceDeGFd)l0$xL8<G
zQa>%c?7)NpO|-?%%ArMSwaMgeHg#hS_UoHt=1V_rOR|1Xe_p3=+W3H--|#zc!u4DG
zs~?ovYT^tl4Bd_>Y#%$JKcpGTj_uukuVvC*b2eS>*Z_Lr8eFLieqR2m|NJ#0H|3QJ
zd!J{(HwV?9=F8uCfAG5SkiW}BbyRSi^Um5f7g)sGXljLkmF7^TH`eLoBy7oTbE(eq
zgXRW6Siu+PH-xk)&UJ6aNWDT@rj+rzWY5uWZ8e!qG{-u*Yj~XITLaxuZLD~=%f<DZ
z&ZWWcIi5<zoi~n=i-n@L7+Q5FK{5pwLd0h)8&LsUZmNwsxAAvGtY=VTm<Qia4Jj(R
zW!!5E3#ic|tl3*2@7C$?Pijt`O!ViED=H4cx<1sF^F0bbAejo1`J_WAWxP*a5L<)d
zl*&^Fk!Sy+Vbe$doGbq~u20neIsp2VA0Z`}a-LK!8|s}OBANvz2vhmjm-m>#@PsT2
zN{GjH5z}G+bpZ6KH7E&w4C=}JaEO3TqpZr)oVMaa6^%6eceIm8>%kmg<zEu>aa1>m
zYtIoZNtSPPq=GS4>RJeYTo<f~IO-I#m1rNcujbEMBV7;hDLpr(4xXIZ1?e}Zg*=aG
z)L^w)mprlCDlA_r(sWrr%^dM!ud%MUghq;gj`ktsFdbg;4mv|zY*ATRF#|NAq(<g*
zL~0h-gc8<vi{}0GJbonE;xG7(FswZYw)Ko96%<07J$S1Ud!~4Md((Kvsc1*v28%kD
zenB}Awd1l`l4(7P!$D%)xbLo+GMR%->`#k+O3<l8_}~jm2fwbJg00_}frXF6ubl9C
z!FuV5<j85j=3AO*OnaQ%93LU#&T406GFHpNVGEB2QD$S)O-asUr-uqbhNK61(O~#h
z<6|Ao{TGulkXY5l8UJD++jKnB58XQLQeHMUN%g41_0x%%tn|+rm!rx72AnKNz?4mk
zg9`=CYVS59Q+MhZ)S8@pEvzktFbU!csAnP-xrNaqx2I+F!*H+NP6I<|)(>YMq~DqZ
z6+Vf5Kik`)L(@49`Z+-TSf9zo;^7wc4S%PImKL2F4x9U#@f{cpVp>fREdwZcRpHrI
zSBLD493TTO@TTG(-HH>ryBUGfjO#wfNf9Sr1nW~YN`0(b@lMd&1Dai)VH`*%e-DN;
z2$(-2z*zNp&-q*O&VwmZS6p(V#v*|pqQNEuz8&CkXgpw{;gE}sfMt4Bv`#bHHLllZ
z5p@u5H0X`+ZY54s1XMQ+SGx7@5KJC^8kB+&3G6kFc@8JWc)FH;yH;yLw@jR)PKO~f
zmcF$-(4+~a?~C4Q0KFUCa?+kEg@A=QD{I_~)unkt=>G2hyq(Nd!qp0Xv{0X3IX<ht
zsY8Wj7=crnngd2(Xx~_!x%AH6LMXZ3{MhsJeLg5f<7VLQO<}qFu@C*NFTw6X+!Jr8
zcs<!eo$#OB?NUQhRp608marA0@X;ikfD+vY)lQ}ljd!p9YEyODL9^lD(nDG~FCaJ*
zDR-%EabbEc@Z|15WyXgR)XrE^O9V2YxEP=HTAJds37j@++>{}40QawS4AtGp5sUcI
zU3<%w=$xFlG~nD0a#LXHRHbNB-XKX!NLoiWcSg1uwAoZeI_=_Nx<{xD9oguwZ*u<X
zk9xwUQi5lSBcny>i#tK}WV9908Hv~$T%^bYt}xwg5%1(<e<rZ#0<t^wDOdJwUN6<D
zEx3`Ju}Q!pz<4NLdB(#~rryHwq15g1+|zKrJoIN%FC))b)X;ArwPzy0|0ZsrGRl;_
z%Bt3vwIZ+i-E_bl#_2!l#gTkg&WE_yNBw#<>BvH9p%Kk~Vjn#DI)H=Isn$COXP>I|
zb>lV{L3sxQ$CXAmg#H9#E?DPsM<f9ka6Vm&==0i^1xcESM)QchxQ4c==Ad($0A=b{
zZ(U0`hPs^dVyp{g%PT0V3^+ZW#_Ym+>cLUdeBZHl=3HWTwct+$O*#2Bi9p%qTK<_G
z_q#Ww)$_FEzI&Eq*tL7H$&{ny9^~f5T=uv{{I_`YFo27LcNnsF>AMrAx-&J2hbm!S
z>ifA0!5<iVoRD%VM?`HAxWcVajs@df%L~xV^>AJKKBknixn>{Mk<#W@krBcX8E(DH
zsMCzAZl7h~ti-e_qbFe0bF~1EDE*roIei?@^r<yiw$Js@5t=;RC?~yAoWu7Ru?)J+
zJ>r<v?S_&PoP71DWo#<BE$q(lB@7y>$GL#BMB(6rI<O*?XsUtqu^VQQ-s#Kw@!nb}
zwmjTDtw`_~a=^k0D3|3NRjpG_nwS~Fp~6ZBe?hcliT+H{=|=`1Noo(MLoFJm$_vS@
zq(qS`%scL414n4S0HDilvdR+P>g%g~-+s+SOc?v+0>|HNUvQph$a3x>RjA*8($6qw
zC}E>vJEy*ooFpt6deo+LR8jPr&}JV)Jd+d^EkIMwA0{}J{r~}`qLzEM4mezL*-4g#
z%^|<St!80e#ED*|g#)%RUTcc>m3~{P>^{Ed{k<T|lFPY+s&#dobRQH$`1QK_8!b-4
zdYq){8A+MSElHf>{^@GLG)pu0%#g9{_+5OzT^tl1bySIh0K&U+43)&_l{;AevOw7U
z)vh%sX!p5M5UikZ7^5Rzk8$CLd{Kigg*{D2*r7mVlM1>1E#MskB?lqtED%ZQ$)>x3
zaaQhzivnqw8Wc&%OD(#TUovo);;$r-cC6Xvw}dgZ-G4(eseH8%Z=c!`u?efJ4W9wZ
zqZnj<TjD006iv==G?nv6zq1DPlUUn=(j|`5hV|h5w5O_Qdn>i8tChM>53=9>Oog(N
zf7ZiTa2O&dXUXO4LMzDFM;m5U@0w6ZQm<t2*Qf-&nZz}EEEv}s)0^l?bgElWzueUT
z(1{AiG#SakCezm|qJO`Vc7|8Q8^ZVMh0rqCk7VIlFC)sy`qIr@m+;M#S5W7qqYx?0
z^VPY6yF;)<GH?=OJdPuE$S}@XfReV1K3jgkOnN3CgLoGCBDRnc3AuqnY4Zn1sI76m
z3UrLw`&Rzp@7_a}w0t@d&0AhJ(1J!r9w4$<d_MDnAI@FYq|reaDO4#LWU`uEs&h}u
ztMrx^tQM=O0;fnyr(wR#$U;{y6S+KZ`z@@8AHWgMO^H;MKJ8@f)Z82{Jc&|%{^x3b
zeq)U#l;<pdij`~KIF@Z3q9w#3SQW^xvzY8L0~leZ-;4dEI1w{gYO|ZVh5Cc^&#vQ4
z38jpwD(8Uu^}xuszM4aVuiVytFn=TtFHx_dVfl^#4&LSkdECZX==8#spKkifDci^V
zI6_M}p^^|%B6sZuZDmV5Nf!lT&^s0C0(w&}7LY(LZ?@bScg81UDXI)BvdG5{+~STK
z9kT7xD@422CH!%m+Va(mO#vMPme$eYH0M{b8}~XQ)q*@}f`phNiBSo8Ic`;g<|SKT
zvMoomDS~RjPq=y!O5>N#E)?bB?ftJ}Xz8pc8nRRs_E52?i7K}`w7PAh0Qop^Z<TWm
zRYRS~w8}O`ra{wsp~OLSkYqtj#jXS&(bTVyrVT5A1XB@D&1_0bGd$-U7*Ij9?e}Xi
zey0BC^7RieAZ`OeRzel_qJG0^+}RhWOEB6;G~Czj*0u-gSe%g%q>R++&s4+sTyF#S
zUdYllbCPse;Qo}z>w@QQA26%<wTIWpD#h0h{9pu#-4O00=ktlWkx%H(UN|vq7wsn(
z21TC=Xf$|CmqZP<1q~D<-i&OJR{@Aj&ok<&$6OP4I}$$#U;AS!jaCq{99gMT7+C2q
z_{S_Hpk3n5F{Z@<ao2dTCUG{ir?u+B_(pE|m&TXXC;`}RlH7~w=f=pIwvq9McCYEn
z4Z5-TsxQ8P@D5J!a?FC=wAIUzk8FjRLr!-^up4R+nRLMYy6E`d_7H!rN?xzx;RG`w
zgrRVv1x}1y-*;ZA?IKu?-lryDx$gU`X<!{sVP{OVcia7I^U~%BN&gs7q!lGfZ)mw|
zll5`kN7qN*%7%u|gY1*9ygwZ&61|8`+WTSW>znV<sK_~$uC0gn`Lz4n+aZejtwIs;
zFX`DHw*;&x?bhXOWj_5Q>{c>7<6(1e%&+@`=2AZPGDDQoaR6$JM4;#qq}NCSa(6+t
zkf)-V_TFQR&67h%#EzPKzMBS>xbAPD9#rg5^=BLYslXLk{%xP0r{}pBg4e||CO3K)
zl_$G$P-z7>-)lI!Dow_fTONge6R<n#BB%=<4FJHCg?(!yP5z<6-o5EdDS_|J)2pRP
znA&~}8zj~46tx*=8Xj~3#F{+U<mZA6YS;0z_`7Q_b+rU+A_kF*kdw|8yHBrEKII)P
z9B36GD(v7caZ>CP#I?r<w`Df@NRb_xJKLs>r913@6sI`p$kNCoK_|xJG`H9t9(uYM
zn*Krm#;8nE0cVjh!gZ&AZz@T~{YG><1{gyPy4vd;Afuo-d0+nRdz(d|g2|4cR|lC)
ze$c01JDEYUdme~@C;AyGT==G}f@6;nI8j>I%U6vm3p8CA8;ZjHbt5bISiM{_bKPT9
zPT~)t%qyaOP4vpwVaQ8~ex(&?xTrTdGYw<+XJHE)v70@FzWLi!-*f&hf04jHHW)OQ
z<(*Qk^CA0r{Tp=trXZ@o<`c9d-uG9u@LgMqsmm!TrhW3wV*`e$h<H5SBgD7!ik<{0
zyiQ@Ev($Xt#^CH3%D8}Up{n%Wdn<Ov7$m*mtN6^O8HZcrE(0AB85n8Q@k@{F4YG<1
ztSGScbb8;o4}`O|-@*Z+XtXO7w6{?i@&WK1GszqrjU#E9E^c>9@sPOhv?4DQ|5qW*
zx=Eg8^pS$Qi)E=y-tgQ|fE>V)e<epjqg`|jg{n6Dyb%C;?EfQ$J?K2%wn}Hvp`wEQ
zUisxv|4ft;H6FcgJ$_B6YNhb~;b`yDdenJ%$e6%TfC*odI#2FtN7d#}(k`D-DOt9)
z>SNsz3KPn*<eW_n7p0@#yzC-Awte^`0~rMgZo{O-B3!FI`^EIBFXdi$U1kKQb-cDJ
zS6n$RC>RJZTqN8MShlP6&Si!hw222Qo09g_ha2PF|BGw~)jj=oYu3cCN#_5nSWOo1
z&u_Uc{D^-f`nTW&6-k7A3eR9wRz-1BcoK8@UAOR}X4@u3{w%R+HP2+e{{vAEZu?5C
zXJ{rptqdA(A3(&l;u`3w*oAF9uC?n*`83xxG!;f;AH8^YvJh?K$w1y!kVZIe`!o<z
zhqRlt3<ciQGbmW>d|%i?z-_x*!Nt9F*ZKNKfo>^xTHso%`_}{VX2FcKKvCjeZ^dR6
zYpuow+ZM&qZ~);K6B-GEg`xe>nL8*OZBEk^g)jCQT9W3_d=N{I?f@*$v8=}qd;`^z
z)vBdM?K&YXb!{~T%2*&Cw_8!?Vmgvi*dM9hh7|K>D4Rj`mvm{?!BC`a_oj)fs&4UY
zj4xrE20Wl}bG;hfr))H~vF_XcEmSv<)@D2mLLrEBbv#uSpY=;Vnl-Qf&~@T|RonSi
zN71~kIHW@+_voga`!LFv2EBk9mzyWSx3sv~YQ3=82AUilS7|QN!0io$ZyO8r8c61j
zBauDjWm@gz%z43&gq%=-6QA*>%(p$Yo9;0A?y=J=agg9$1nVL3@7i*s;&-2gH90tr
zb`onIIw*Vly>I&AFRxie7Oteq@!j=@T2O7;xafzNYbmvOq$I3KBO49gt!?l7TZ_t$
zBCH(Sm%Dov`RAU?U3Y}kQFEuepZ5}S4cqIMx$QqsEzAVca*t~&7ZK*Vp)wJ?E=ldc
zW*r#21beVRu}2};rQ;*l9QDwhzPNbYpXMTODkvBsX#+vX*;<rJn2c_Z`uwjqbnZEh
zn&RZl<n(`r=*vLK3a5M+LTu-rm|$}}#6$>sHm^~Tw8<gUvORtkqN)Di4&3e?jP4|u
zKcnLG-i_bBqaL^g-xSQ&o*%P3VG=X75tB{S#p-o3`ACb+xJ36Tcb7XkXEm~<H-j&g
z=hi>nO-87qov}|86zS}CIParGqAvSWXq#r!QiHmsO>rl>xBExS`PhZh%fRO6gU%B)
z=B$qXQ~~F6)i5f3`BVvIFi$pL0~Nf=_B;Vr32queJ~gAgT7I6M|IE8l7}8Y9{V*4&
zrsKxTLYbs()YJJKg66`%*cPcu0c6R<F39bEBj{gemT{ZJOm=&s!*^KjMm4iirp*5@
z5;Mv%(b+yHXC`M8k34hcFE<J#ppFF0pdjMQ)Z5oq7nX->`-*&^uA!%LfR_o}1?(n#
zeWMF<!_jciZ1~J=Ki9K*DZ1$(fGcRn>|6}Am5<mEv~ZPHJ7IL4o?o47mWS}<Xi+|r
zuBAj#c#S#k_m(zn*Emh@s^^&3)q-qa^I8y8D=kRr^SyjKwCzi9uYyEj=`=2CPMnHW
zYQ{)%0H-n;pRBbRGkdYOZ5cr`Okt!}d=I=r3>=D80~o_0evn^~e6({xuHu$SCjF1u
zRbQ$fEcGRoyo)iGYt*iaD`4Wcp9trJ^nM(vc;wj=l?KaZ6Ajf>SL=$_`WtCzQ+U*8
zbK)c2#ld-sB)$u~sg5TbH~^j3LX3x?G2LNo7`$yZn-4epo>Kl4{#jGT)kQ%3vB3qN
z4OS{}k@Xj-YPj7XTN}4TwOoF_-ic??PC@_ub!*+sOhnR;oUa0v;XgyZ5fT=$LZn*o
z>3Y~7-d{8<<SeN0GA(p8e7|rwYeDl1UD=fWF8eYWN4`vfayM{sZ<ftzr76v9^SR;N
zU4#Z*9#ly}7vL1s)c~%-&)IWIH%mr}ZzaJ%d?JQiAJvF(?+QO@N;6@`+F$69aUa%k
z3HKrXtw(W#05A(*=BVRz+%We&9%DGMtjjx%#)V)}3e{3aE&o@g#Q;c82_#^z#$nwA
zfnfvGllt!W+Q3wio&a}*a%b`A-E}-l+EH&xpk*XfxP7Qh{g(@?Ow$P+h^h}Q))HLk
zx}QGB%2Avk(TqLGz-YfiAAv2W9g#l|kmrf#eW<7z*2?wBtfJk*N|7F4A++xIccx{y
zuXPnn;`C9rIC)QgG`54w$*C^BC9%yaT|FGef6$_Xbpu>tOetG9uu-3RquaVSq=9bo
zM32i>5K$P*DWgKht{B%=TO=}5uZ5bnyfTwA$UFmy;?~16$P^A|TrDBw`94twVm<jQ
z?t%tLQ?SrLQ5!gzkacdnnoTdFKSYm1hux-rY`a-6R)9A9Z|ZTz8@I>qmulC)>Zl(W
zi5mz#m6}4dJr@(1a4m=ZGWVIqsy*a`uJwrolD6KXYS_KN@Tr;KnCz@FSLdd~+5zC{
zfnM2}O?5l)P02D<aa$2fc5x!J!n7La%aS-|`?^3bQO24y{RkQ&=zqv})bhXb{f@?$
z1R$&uOpm;C4tE3{Bu74A3Y{4XXMD?8s(<Q=NCqbZ6_NPfFyt^Ud8Z@^ez3x#%jep?
z*?`&X!A?>~(=(d86bwcIJRnKVA8v<BdkT*@cEzIDcdeJWZAi@agknanKfVPpvtAP#
z-)K=-JpsYzV_t+b`hIQVzHfLAWyml~bKWWrj32oJm}1h8)j>MM`))~rdK}ihBxC!F
zhG4u-nk&R5L%}vD^*YgHb5ht-V@#Gc976pdJK0)=SBic{$_W(@*1<<{?%PKzgNf`E
zShjD|YBe?~ZaRjVuqHeQWeo(J0x-+%8*^A`r;5G#N&U;<3dSYtlys&R`K1H(J>*ko
zBDe-xea;2&=URqortnp%H_6zs{#u<eBVo5(L4m7OocT+5B?TkSu#yD<d*`g45hB6_
zT<@BZ2p5KZ5xq0Ba90FVz24Taso=wE(0fLx!$eu-x4^^LcHFPcFRZ7cb^9nTL~}EJ
z!1r>4?e~TDI<xfc2GQ+-0X`i+G=1X7AwP%}9ZDgk4#70qd@v|5{i*$KbFM6JR|NS{
z^RI**L;ADz;h%@Ro77!aaNRE;)9ci=Yg!yq{&qYdBGVqfO@bO_=w{__Mtx9S&`UMt
z(498hZR##T$({ilR5xay%Q^e$tvx>V3RQ^wj~t#EjUYBHgKe&1ce}!-tKwm&D$eSd
zU!otsWitWmRo)v%sMS)icM2EX6O`7B<mkVY|CB}$1cG>;NbE?aK>a6`;K5VqnnB!Q
zEQ6Re&5P}jhKW#3csSsIF^ypAK+NY|f;Q*<i!EeOaPw-t!J!ffE-jmbb`w9>ntXON
zaWEBb-R)acK$w4_yK2n?J%{p4zoY)9U~$I3SSfqTYyzv-C(gGd2}SwCr$95a!cMYZ
z;iof0Ts1qJ^OWQ%Ijw$-1N&yIp5*oB#N_@zriSp&UE)?+<eFseofI<WXKNXQ!JaXZ
z_OrO0sH)Cn>kxB>&99M+Az7L-Rm!afAUi#<%7=b2-mZCvH|8mJ%2Mo#x&$Ma{Ntcx
z>)Y2d<yBahVeS<7&>4Sc(<kyjT6iF0t^DJEI|{rYN5SwLq>4mr3X-6(asW6?>qz~o
zb+7^*-wbA;R<h+gY{Nn71+}EFsO#C&B$8FI+4ufX+>m9uj<8G_P2OsnYBPpUuWntJ
zQBv*k2FJMww#Y;-AC@k#zfiCa)M521)OD-C_A?aAMdoS=yO%Kz1ay65?f#A-VJ&K)
zc6`4h)zX?yO*U00XD-i+sS@AX4W=@PUUOSytl$GMjMGXeyh}~8Q%^RQnuvq4))fnc
z_;pX%!LkOze@ZlZwZ75aq!=Wmp2EF|G<7xn{8O#Ar?Ia7Y9qO{9zzdDfhsvQ8o0@?
ziEmUz1`y09*e<u1$jhcHQp)D+Ipxgwq%GUl!RH0YN091aomJU%?XAZlTq%S5m{wY;
zIV}w<6F6dIo|w|ETb@RAQZ_MaEN@k;DlA~5gD|7UW^AH09OZzJ#poyBe=+KKGPhpP
zGePwyK=NyO(I?c;a}1x{fTwW$$Q3h#V32N<*l1fEy{4u<JkK+;=aQuh&`^zoq2;d&
zO3bcP><Po2VZKOn;C={A9>WYw*~Z-|;9oTcaTp}<a`-43mfCSo>H4OFoG76Bbxa-r
z_hdWdqB7C$9jBeUaPyo8$YlruxeTgipm#z`%Q?N7P4x6Z!mKhp;ZL+Y>(+plK&h!#
z%GngrQPXenO@?x^0C;fAW7GJ?((9M9tHhoU$+*Z;cD=^lQb~B`XQI`KA?}Cl0ch0^
zG?e}LunKN3>T0--GZ930Zq+#$FJM*8r&DkM!pk6?>ojR?G`6w2$(t^|t7azDFa+RJ
zSdoX(U+FaPFMM8AazLrYRomc344AdO=~T8kT9VE0aLM4bQe~${$K9}QrJ;+}!0Ju<
z(w9<8$?6g5yEan1=(>JfYnD>h0Mcue(P&=SSzVSEaF(nFBrX~%7N2glK6P-?SBa&4
zPH6omy<%^ZmnRK&705m+QrdN_jvp7c4n+o8ehAur00O&wWT5K}PoUi{f%x;s7ZpQf
z88AzEUMT#F7TF(Jd4am)OfSh_;vW^#r*{u#P!En{g~yOq>L>ebnktI^!T2=i;7mDg
zS5z-C$VGqRp+%H>p7xVc-KL*cq>BDJ!7zdq6E|kbS|-_Q?&Hw|SY0lf&DX+O9<4%T
zoOW?VF80)i?Zm?CBcG2=+6x^~p2D~KwjTz-W%!j`tesE7`kNgPv<%}BKorE;_FFq4
z9X`+-WU3n2Ws4;#Bsj~z30EfyQiAHXinfxftOHIpIa(H0>Y@}Cz))0n<4YSKZVLtX
zOUgP9kT1|bW3?m_bmxLsd5{055t6^`#hQ9mfUD61yhYwSLJWPA9A#$$U3~w`M-5JP
zr8E@C{-P-Od3wG!PI`T3eesN_?~^{fVH2G}wGtE##7k`gH?6<C6}!RD8h2#=8s<My
zEb<jz(RAX)lf(?nEn}aJaO0$Ebe_DoepIDpA-!^ByD4KgYUVM6cW~#ZMHtPali{#=
zj7}<8FWwN!eMwV4{PFMKy;beZZCJPO_bLH{M8-1=0r8O#jgjy?aNtZF1QADD+(Ok;
zAI%P<;q*N&^0315{<;+;1+m6&TDVL`enA1pR{<(+1zHZ5t9!iC&9omWl@<<e%Lf|L
z(lQLSnp8k-h4Je0ODn?4I59JRdlfc-iVaYfZ(r^`msgI>$ek>P<b0sW+$#l;#Ixtp
za!261!b8_!GGdoLTe8dE{ZONzt$Y!kf=jp}=*Z7w8vSsT-%M~vzZ`zx2juveO?`Y;
zGftN6aIdzP`)K_WF<`UOw;=CNu>AN5=8w>c&gh`0b~&wQQ%D<7qu}RO_DZ>pU+bu&
z+8xLqvQ)$9bQRAV7~3bI__Uvu*OfB$)&<Mb9q}YulL+u~<yv%K47KQ$ULF~=m`&|t
zS{nK=P!g^JjV#NWvTpMrV~QEKOixodA{OR|H+X|Pd1#NOCpmjzqpGY-{&w;CW6nE5
zS8#E@mubrf`FHf{=i>yX{9o1tpV*730mUJfC;xI9zio(g!aoUoI-xed@_$(qAZh>G
z)VLEsM72PFdDMPy`1hdx*dfR+?P8{@(tet=#VIt8HLD#cj;{^Sm=&2zx`b^uJ>^9k
zj++yZ3q5>3wqDcFY&^$Vx)8#j;WEHg&uo_x^tb;mSr1=5{uzx8K;^C)@x3IUPW1$I
zh#Jf1LEYALYn#rN+$5h)9r_e>bVN$zS&^SKH8?!wY_FUQSdU=$*LhyTGTdZ|-5YCB
zs><V{s>DmeBE?PvAnVS`5f>;}d5f#!TV6T<oT0zW@C)=SKsUJCwyw&@xy$i`kS0;?
zq~zD(cA!FwvULu8<JzHOgnI7Qxwr**%}1~$4Oy$`cMXG<rxpWzLqO=_#Y|mIETl*w
z%?^-Z;SFef3P_cir{mF+d6uAzZ9SfBZ-4Z(J~oEaJ$8;~%qWw!cu>Md>Rywzdjr-K
zibnE7sd*LP&Wshdpb(Ketw}(5uWYGJpSzCIPM|Wf>gL5!YoL{PC9y+Q6cLkbaCz>T
zzvttURY4!IeL!7*a8-_|(R`kNkwKXId8eBtF*y#&-Cg&&d7-Gx$1I)t<sPRIylm4C
z<}vJ*t%rp}`JU&@BOd&_C2w<QHtd_-GHVOe_+-xC8gWBtaRHb>70kQfH`B!a?%b!?
zvP?S|*G0F=#lVY4qP|}q1$8HQ-~aR|49xG>|9TYbNgM>n?Dh%xB|{{t*37jw<92)B
zOlYb-k~m)M2Cso7y*H#J2JIk60{YojERt0hOLavxW1_@LEDvq8-Xu}R5=v@mpdyT2
z-#J^(?NJS?c;yb=V}fFR;4UdHgy9U{-Y)ps`@5`jKI6;q&kcWZVs1_&b#Cj;TYPW$
zX+u*N{-pVgTy{HVg4WB|_;^T32d5<I1$|tDm66t8wgJ0BpEKt%w7HK;Kj=eMAw0S{
zD~OYXWO!&;y(0}y$Mh)WP;@vwxvnG#jW<X{&^%)%$|~CTk@mJU9*5+JSI087u(0NA
z(I>V*NWxK=Fl)hW)Y;FtP&314dR&jibJc9bU7Q2hbom$@LQ8y>0ZI%Dlm|`>Rv<;R
z_nXPAbL`Z&&&rD4ee4NXlwDZVvq4xzPgCur{09JdZ&y^A9CSKjNv92Y?#b=_s8VDw
zx_}AG2lIg<0G{wl>&JPaO+B6VwR>DW-bpcSm%zet53|5mWcXDxt9xQQ;>`Bgi37{(
zz<~U03{BI#OY#gE<^EAcyoDiY%T>H0QQM9Kl3B6~F>(5jcb5h;o@n1ugvbt+WOMt5
zmDE9%r(ix+r97YxCkv(D;l>WC8f2g~3np)|F$YEoRdG=d9@l{TZaN%+>JHkb-mW$@
zp4ml+8P_JfPGbWWK&X!Buq+1Bl`e|pGsz}YJj!j{gL4?31;V46E<8YfywtTe9jh?c
zEx7^bh0BU~kra4;T^Q_RU6k7N6niRsQuDQ!ySBBWHO;qDEBz=M2B=f6U#Wj~kdxG(
zCLe2_A77G7?MP)zS6oRn*ac1MQNgt3v5MvA>AuVxe<jS;b?s<hDmEaG@f>=u!Y3Xa
zD@b(WM91-RcH}FQQ_(!%`i9D3EqsD9wj)UwCJvkMCrQL+%sKvqs!sD)CBlR}F4UD^
zlav=mP_HWs!`-Z$t~q<jf{_+A)Qa-1<lKv@Bkrg{S^SSbS$r7GC9dG%8S{T7|J!pD
zmuCoOQ4}9zF{^t&_tXjJE`4-odtf$a$bA2Hl`R`TgrQA9A`i_q24l}BH-H`)))b(I
z`Iz^vGcQf@o45L+Nr@)Yg>klFMU-r6LS{4HLJZ`g+R}yXX#k7!W5LvtvD93~FsqYO
zMNA)Xz%t1q8OLwR8!ncfDw3%O`PJVF$j}Ze#^9cq0(P40m00Ee;aIW{3FuwqtTx7F
z{Q#cCW9#Aiy_sQg1Zz6uU56y531S4eZKiw{(y4w)e<>9bJX=t4QBl!I)5N2Z(s0##
zGv%cF{1vg4)P+~*sv9J#MJrXOPBK5J;w;U2DGDro%Ni9Iae6GX6$&oW*EC2TqFXp`
z3@{XGpv>p2G3;9wmVg8eZO+ppXLWDUTgrS_vkOLc3YNy&s=2ZO(ZHN4R!0$7Z*ro)
z&w1kC=bUw;P16}DT&)eNSVd#YA^9@LqVFXkv<vJK3_xR7P<snFtPRe;t9F8rp+p1K
z+?`JVDm)Wr%RrJl1~M1CS1OUI+j&shQB^w7_{qi1#nU^D6ZOS)$bI!BhJdUr2vZV%
z>Lh>aE$2~K{p?2w$I497T>ni?h)ma1MO`!)fa5pQQy?TT2-N%{k78~A4>F*#u-*F`
z8F=IdAp;U_w5~MC!|y+#IwZzS(vob}ASX}(%>dl9V}c@d8Ila6T>kf1w3rG7$}mWY
zC(}kptH7=fnWJd+7Amm#ADi%SAbiqXFb|FFobjsii+H>P^&F|H;e3PrhI_a*Rl;>%
z=Yr231lg552+kNgRJ1JsSrB+2b0y~#y`1JO>a0l*WI8PPEZ7>z!8(L5fh&~gf9&hc
z8i<mkVEBRvD%vVI7@`@L?YT?uW>l-(HB;Iu2cLL2%UEWlBj`sHj8Xwf%nhTvTstpV
z-!e0k!_=!=U!1UjOm6*7&%=r{674!Na8h@Jz94qO3EO+^H);ug+y?7<n-BixD6yhF
z<@)lYPdKs9V=udPzud2Xw(FFhIOAgf6FQ*5<ABuli<}dQSTBdk%+H&BO^`d5wp^zr
z^pDdJa#R1uY0xJ+__x#G`pao}OQUN#qv1M-tT@rtL8R2rLr64gX@+1<Mw3a0#*^4f
zEBQ(8%@r;PQfPe>$?a~_{apamnhYfII7!X41z9t%1_wTh({zzN#r-I#5V-^-klw|4
z)n}GmZD4i^W;@IyWXKrzw>u)e8>5p&j0Rx}YHthYz`6`<%?$?KY%P*uo=O`D+lB8I
zyd*Qh`df~6W@d6ia!MK}_+uslG7ULI0DWmyfdQP?JFHdH>%eo9%rc8H!S(Kno1UBq
zkNxE-wSF|tW3e7N2!u2&ek5O*-rO^&!6OrZ9%fO-CfJEHBWJ*q7&|^gFCFw9Hwm`@
zbvRM8m2Ss%(t}v7q5`PAzOYUuB?+1CXY4Oup$m=K+nu7ZIo<aqwBSB|*?m^Dx+|r;
z-62GG=Oi9843zCVpHrg^Xd`pwfbZdj(>mUYmr^cAR+5I75j89SAKrqQ5e?6RTE&07
zg?v9K?uA;Ax3C`9q^hc!a43L>2CHTRxR$Bd2_jf~F5${#wlQ4y=>6Q(W#;oulVI>%
zDrgrMq=L)Q6RsypF%ASUIV(XX1A+YTgBif91j2HHdo`v1mR2b{02d2Z8m^E=(tt=y
zzfq4Bg`qPB&Jm+k7M*^oGAy4He>}hDGpUgO$`l(KCR`bDN$hZBU)o)7<zjw2=1ju*
z3BO->AV4mg6*Py1cLZGMK-dXs;tOsLqhrQt=JLoz7{Lph>wKTpp;*5|f7T<Tm=EFF
z%B|~Q6dzzk+^qu7**!cear)~2wVlm9XtE;D>#Y*{*3PuvzM-N?&on&MEdP5{Y#{AV
z{+$T?66XZczk4s4zk4rZD+GSCf!bGkG<zBhQ0Qy&x>8ZQZ@;D9Uqe$L+(9Z^uLUe`
zcdLOZt5$i8)J66*1a#%RMM&wEHiHuyaX@fXPCtD=3OIs+&WlJducjaL87r$aPKC||
zn1`kb5`55)G5A$EQs%_4Eb0!t{!f`mY-lw*CDka`hc^^!2DEX0_B1NIC~}a(rglR0
zySGiu(ZiOMjtDLOaPpKhmcRUk6CJhH7k?p2UTquo#=|f%(E<=A7tG2nR>$}RMyA#j
zU}8`kY)@p{_`jPAUjwE=Btw-wl*Urk07J;I|F&r9M{#8+0pcTRedhX+sXd-&KdxGv
zRY2`(rv1`r<3vn>v;7cR*4G|@pisww*@fU~He43hD;A(u*D_Mvhe$LP_7$lJnZbZT
z;J1!w`1lse_MU7gEE0Cv#GM9@hw(mZf(0$`O~t#<z#|O@1fvt~*|Vj7&O?c%v}yf*
zY^4wMZQgigYJ*ECXFD`p6^q-`F_MC4ZeSb;s+>hUDhQ0$U@^#l^65L#7kN<7A{6WJ
z?(^|n_a*CD|0a|V6<+SqvJ!ra#p_Z4B+&vL_UQvbz7f{r{V&?#SnW6MU~tYclecz2
zxf=72kKp~+M`-^kj<z@x;(8KqS~BCheBiU<SHLJJU}bXZa#0vquq50`H=29)5A$I6
zs{9}3VF~A}=QeKL0G*~Q(%@RCxSqU@63AFc-$TG5SE5g)-0w=loHl{YK=z}oh_Rfg
zL1|%FyR-1z6kHjkKI}Mn6s#SplxvtQD&q{`?p_1f=7^rVgDFF0sGY8afx0kQ?Gz!`
z0Qv8Cm?a(yxZ>kYKid1k!vX@+1vFD-i7AT>*}v*s2eD2rq;EeL@?ML)KM9XhFo|pK
zkW<>my||lt)>}8S_ULPE#R%hmUEh-sMO);E_p<>6Tr{4)UP+|*u4p-jkZl^YZ7967
z__^m@a$M!$3l3qCkE>Vk=0CQZFXLY^xq6mw<F@ern<YP3KzoA0+#zrK35n2X2mf7o
z&<8G#QMnRx6kLzDf(dCLlz}8EC_Ih#x0p|JMA*eD)%r2kye@J@GYIeHI+Ow^`6{}&
z4^zyqQops+I_{n1As-@_S2cZV2z2J*5$dgTE57JdWV2J$HOA3*rWJH_a7pD6UWPRm
zzCtuf4GhN(mG9cTzmm&sVVkr`TB~0d2~dHDDWu`)Ee9SH#5_*jrDLdIMHt1t1ywir
znM|3prbog*>senZTH>OvL!-oz{@uIyzWU>s=w%JgO%I;%%!&*sCi)=1>!UUsd62Y&
zS&ntwR@h-J>R;z#P%_?&{TB-#8TV(o#NNkW8et*gSeYKF80ZrNf$XZUA=IU<>K0oj
z69LAxg98Q3sGCbY725s(?&a5JNcIOZAh0xz{->$xfBNK|@eu#9npeM<P^i8v6u+N{
z{}<m3NM-%MfDOlXF9v}U$ROC<Nd(ygU7trDireEtMi=Xk5RurQ)xb2Zs17&EKRqY2
z=i5xspi^7&To^9(%vetMR2M$&a9uY9osqC-DS^BJo8A|1fQ!zMbn|4GrfKdg@pil%
zr7sP)9LOEO(uh~4DjXE_IWvPQ#t@=zbdvbnHW2#7=fS-A#WKuNf>;IuzCSF(&wp43
z1HAuc8AcaoJSJ3OUW53&lA~aNck!LrK<l2{D{B}>H|cDI(JZ)M9pQQ}UVVHnmdh(J
zJG;_*Zmzkh0F>S|NGAMB_xVEB@39``$KQQ&wKw?47kl*`)^-PkBn+HadEDFkIM=5H
zib8l!vHEU`Z)>&6^|fw{LUetfu1@RYuAV+;;Q`gVpw>4i^hFXLr&k+@SvC;H2wWN@
z4M`6MH8nB()Uj4k<71J-cu8tyIbPt~gA<S~;3jgm5y|J0wArF}KJk=a?MBa-wpaWQ
zsUL=o1UCDN)HmL{|0F_7Y&B@JFM-t^B2uuZ7RVQmGpeq#@2BeC_o*WV=#U|&-nMog
z1O^kFy&Y6}sUesl0C=Ja<iO|dw%uUl(#jSsSun9#&Riek8&<KnW^t_3yvsO~%`Lx=
zt#5}H6Y27wT{4WKU5!f9YoRY$3K=sn5EQG9Eh9DWi3FJgj-UD(Cagh!lai3HL%?!5
z%4!@`?0C*fhoQ^OJO{b2Ty%<8lb6}>|6hQQwh5b094Ebg9{H)cq}CjR?Y#R%C)i&k
zeut@co^`e2HY;e2OeiKkr5)w1A&bLGLqZ4{F=c*-kMzIL36^(o&9f;~^{%%+)FZnk
z%ZCE#?h=s|W}I4cTB<Ad{8I*tLYY~s+3;5xQL5hz!&8~F=!R>Tg2duKY5W$F6>F?c
zAZmbh{c?TJ<>u#0i=pXR27!NCPbr9ZwSnOJdQ@v?dRKTE5l7fjrcs0zAI=Vn_vA}H
z6Dw~VE$?#9ns7z(8%T$@fqsUm%iLbBI+pv?!K<75o3#cQo<%iscj9dvL`J``@km`~
zA<x50M4G2qzz4C$We`k{O5gOy9}w*Nzxo4L67IA|i0f*CK?J{$3ShVhJP<_crxLR(
z=Hv9H$&<H5-c<L-s%t(tJArAWs?5UZOFI7`h(?yB2qOB`t%{#%x+!o1Bs2;JdHZIJ
zzf^DrEXd!Ay`f_%geTgE`@(+SPyUEnD%SdObE~>_qj-1l&?4DF^M1+*Zd2Wz!)^6T
zoA7CWc=lgxj_=h=NXbE32D>L?Xf7z=DY>oQSBa-lv)GEOKBW^iu)*F$bHUJ^qq5fa
zzbXDTr~k9!|Duh+>v5!H0-htk)sNUEsfu?Vuy^1bA&LA@U0tRozn|d+FO<+>Rx)sL
zseVA{bT*VPM!-~|W!P&(`d%zP9aI)lnl2w)cM@l8eRdr>QnWn-n67si?PQnB0d<eG
z8XRa(XR;ZmVwX=FewJDY6*l-ce-IH2(*7i|7=NXI!~c-}K^4f>AJfc2Zl28~F^del
z2V0xbCZ^5{6)FYvgV<)r#``6RRjEtO3#?5b6mIF{8nU=CU7%pidQmgCu_t-V2LEZH
z<dj`6IZx%l3>=_<EEf;g#3?$xF{-I$-8E3MlCdzeq~eO742#C3LN&Ov7RGT*ZS9qj
zvd(ir$R^5=alfK29@L>KgcHRNs6o<5P{i%nKbd-yUWW>5W_q3Do$ELu3yDjC6kpY9
z@S7z_zwCJSjxXR$E_4tApFN44;a5qTNSh+3N@T`=*>brl{js3==NW=UY^Ielr(F^a
zRHf$<B1jD;1J0=sQdLpmPz;yE^oib*Q&r&7%}$^YW=h45A_oAl22S*KIzgRXBrsDD
z-!dEbpwH5=4{NjH#0f92&mUjAAG~_*q;t1E76!Ezx*}l`P=X<=V{4fdZoU<`i4!#|
z4p$EHj~n##BMPvE#G-GrvD|bf2(XpZ*C$m;aNM25<I<#NXyHkKbSpT};#k<&*e+SH
zpj!kY>EIrAR>I%8^Exnlwc%24;nr5n(}GhHVNi1nzke^uIPYm3q0;AwKxbrz+;9cz
zsF&c|Za_3o_BJmdNb1(&{mrR_fj-4eAMI-FC&?%KK!5{!F$>Yuml(H``}wXcNe&FF
zn8I?a<qzjgfn{9$vRrYzXNF&dOtRREK2vZa_S4>eoR*@0`&;OzZf*MQLSAwkrf*fP
zcBP|l;nqWCX$g^CEyaYrKgU~nysh;g|1938+^9<}1cC{!3X0&Kyu3cEY*RQ`vt(^~
z$+>dPwf6KMK837aG{OhU0o7&`2`n<UewPjC{VE$^(J_zy(~$WSv=`w^0o67(f0foR
zT7X&;jI8x9E1<eYq7(C-*Q)&&EAXk8s>+m|epW6GbwC>05urEr0Mt+v1vB#`H4{7A
zcERv>%ap$Mi(*jElnV)Ln_I6o26v3EpaD7x+8m&XLe+FN`4#DlhNr2JQ>fPkkIf1T
z>+V^o+W2XDI^0_Eq2}r5>gm&V<p|I13Vd&ZySIbQ%<WrNawdu%CJPpk@6hDEV41-^
zD6E;HZD7IvSoW`=NcA8vFqBN%8KJ3Ri9?{@BN29@{tP*7Y$!7?aN(<A!4<oyOoLp0
z$S-JqP;P8=m0r$5wnjjGZw_v7T7}D!M4xm_OF9YIo3PC<EwMWKkZjkI@tt|oKv}!H
z-Z}y>(;>~=_r92FHKCQz@1!`)jycr1vxL)0*WWhXWZMzkNK+`naxdu1#p*d%*m&W>
zMq1z-Qct)fP0i$jqy|Fl2qP9WiAbH90J_=G@q@0ES}teTq^_;no}8J52G}Z~ldw^u
znd$z5{--p2!R5m>0*4SRrQ1<+XJI?xG34(-agmM}Tk4NbD^-WLKEi{X%!kwqPRgpK
z#@XG;m%S#CsmRt+@CO+9wR>CA<ZTcMuh8^f3q^iHrM@hYe64~MC2ub>)e|+hm9R#}
z4Bin*MsDB|zzQ!CPqmZSN3Ym?&q&4sb>73f>RQ}AV9mp{<)I0#k4HQ`!!|zGA9g-F
zC{N1xzW5_c1fxF8jUfw><Ifez1m9~TwT~?HoCVvTzcBK@6TC`#%Pdl1qAGDy7P{LQ
z*uA^b&FMc<l6mEJpQ1TG6IIScE1)UV(=$<!(#PxfjlSx$R8l!(2|NOt@scRkKso9V
zndXlb)%WSeBcRuYlPZ6mFQ#HbL6ilr9C599wot`y@Wc*j*wT1lI+S_m*7B8M!RCj)
zpdk$TlyXWXn>$-haBqIb0aFuMAvg>hTE`WBdB3<gRqt0tA6{QHbsL=#-ZZx<(=E#e
z;)<c$74oXDE=g~TbSQY*!zT}1IxxcR!+9-JQ@&D+Zk%q0faMlsmF*FjP_S)pKgU>B
zv5rl^L<};H0`50O6NCEkq&~qgf`P7dATd~c2CJzmG$rq+Y%pl)?IRM}0_{^iI2fa;
zc;pHv9sZB@JjCIg96}<INaYQWxH}Bfz>-w<^U3p-^)HE{{;hG;S6xw|H6o(UXBVgO
z^ys$y{4NmTAQadzF!F=)J@h)uyp@0i?bFD}D69q>VeuO&T><ofURfe5G{set-2UFE
z5NATPRqUtcJB&!~ZpE0_n_Xp+_Kz0t8><{$%y2!-m=L5+Jnlj%X-IihtHL-5v2sp)
zd|_t-T{RYQ9Y!Ln3btJk(@p^5rw=Z)0*MV{i0@Hp$k+E6housUgkYJf-w<&I^2tHx
zjJ3(oirCS|_Li7YRLW|#@a^}}OK}TX+GvKTojH&jQ75JrA!bc23yCygmusN;XbAQQ
z!e1~NC#s(}vcD0vTD>P}@e3uF;3C9UEMOyr`8tM62AGg}e44~&x~A+*5E7;)uKc>t
zf0Q*_@1&uCVzIvKK<m8EiPd-=io<K^O7La5yo<yA2W?MNQN&0(Xl|e}W2X@D!Ag7s
z1+H1yZQVi2j;>2QSr+yC-XyfyO7g=1-Dk<bve{6wk47=z^3Ht_9)SXYqk*21JGSYM
zrTgy65IfC#l8n3>K6f>HXYrL~4MV-<F<(3-Z792%T!-WZ;`6m)9={PnuAfW0NzvDH
zza_#{`OY_fQJ2wRH=Z|(T$4E3)Gb9&e)9dCQ-s9`O^CcD5iMxN_I=~Wb;6(UmYva%
zUH%)e7M8H4GKZ5hZBmt796Xo3kC_hJ@Mv>-GSrFz&6Ga`17W+fz6}uSM~7A<_@fio
zK?W4|RG`#9uFownjQ~iI-#<*rm2b5_>M*6TNSXx6l_Ekr-|{P-xT!bNR-Q>sFkCOM
zi4){_F$Cu0<2fh^yL3z57cYG<N1}@5>u2JsXG>8EF!FFw;7Uxr;*6J(r1npBW79A(
z4(k8dkSTQ0SMsgfF*Ae->)bamQpj<|N=#&TMrV+F=kW;`LUF6N>-#d~-=O^&@=?xQ
z77Yw5HMG6BQLpqF1F>)JqzUfxzq{(cd+f1{-Srr*8Zjrrs7H^uI~sHkecX}q{SjKg
zbZA}@KbpeuL+b2ZW#?UYp(?kt^<AX~?~(214&7Da&AgbUNZ}Z`Q8(#oc=D6U6$f&x
zIBaplkLF^tTAJO{&8DYWhz&YCx4cqTgkK}hlHTgO3!@pU!I7I=bP9TayV<Bm0*NW|
zDFOu`#04ot%Y>p?W}MztTtdPH$t5#NezF<s>YB4cN`Z^orft+<0!Qqa*68)`zjvmI
zA}46P;w;`K&J#jEOi}2RnzhUF^sX%m!%XL4V4P0Z<$eOtRG5%QqN+n_?iT-NsQsF7
z!6n;_&4%YOUdvcOMKVhdinUv)Q+(l&{t3-!1YD$CZSHqhr9M?rnc2#rxQ`$#Az$-;
znX5rR4$lHcrnI9S5AmkKr;hty2SD=-qY_LVd@)C(pkCe&u*Kou^ZVcXk@RPt2iNA)
zA^@Go%K^|TfL#Eg6*!ZkO~k15^y%2---kfwEB)u`sPGZ-q+3O8^6osi-zt5=^kHP6
zWa43<xm8d&LcIU5G~VJll1)Zk8nWklZ`3n>IdeSkiM*PZdI)uZ(^MLEwSs|v{8;@u
zOaBRZLmM8i)<!<9R}%I?zV4FN&8FaI((vKzn`g(9$!}~&O=_c5-+J|VtA`k{iWjk)
zyt|ves4R*RB@{jDORl~D5$j$+Y<b`GpTGDR_~##_t8Pc`yPg%vHx0@*`IMA6%|n4-
zK7K=bMBL0Ca+4L^PK}re6r69Fi=KwpzR+H5AOk06T8*BaDQfvyvbz1#_{JvzpY_l>
z8=}dFo|?l^m4CDmal152u7A(&mjAr7=0>6^bu1|jT>}mNh)u_tNEZX)^_`AnB+lH$
zvBcM)`olXqN***esQxpHCQbb1YRKNo6CR8F{@%uS#w*(D2yP@>aigZ|&LJ1sK52uo
z+_j{bo$G~ZO+F~L{vTo~R;uV*-9_0mkrkltcLj2#$=w8+%)jK{Le56#$Fu*lV*k2v
zex_vU0Rv5kF`qhol@(YGF1pdkhf;TI_0B`Q)vMjq%Lurr>Qjz3y2spL>UaZ~T#CNm
zf^*8R6Ae$D5jR<S@*_fMApd{ty;FQ${r2|VrfF=Wv7M|~jcwa@W2-S68;zSrjcuc`
zZQIVf+NOK&d;cGtz6Z})588g#oa2WvzT>*av|)8{2$b@Y7z;i=$i6=QOiovn27E5I
z#b*&&taa@R?n3}Ng@dZ@ON^c*INf0?K%W@IhDl<9L%r7Q!@WvHkmk1DbFW5AE0a@B
zdq8bJ9)&yk0!rdO?%ETb?I4dZ<jc-dwaXG$F;pfuXDcF2w5L;diqQazgoOp!>2m*x
zSnK&LO;s4Y%{`h_cQ9kNuiv>C0n%5w36Cd}@D$H#waMr^b*sX8MMD$F!Q@|i=l7$x
z3%qWi>6E7l&bO?bUfk6@h)dliR$9T;EZzX<_KSWZGhm_L$%02-^n#kDs5C}_S#=`X
z>PW&2Al7z(AewDVKnolXlu~tXX+rFe;^t()Kms*@PAuV6dp>QyQjkC^Yg@!-fHt*r
zF`6j5+1Id1%wSG^gB>&QYkIX+3Q*453PopgcuR5yUKFs+l58h(A3>#tKCs`YaU3sv
zDAr3qu#~-Fw~VqJS5V7r9Aw;fPE`;P4aY<0iGYxbz->%9k5w|JksWpniO;+>2jSW4
zen+c@>&sh9Y;-g3)23w6g<T~^(9kZH@uPj1xNA0mX6Z^OsMslm-_mf!iVG8fs&^65
zlaT3G@OTG%G8CFpR2}KBhN`q+^8JXkLXu?b1&avcfXAcLJl@g$e7<uAHk0qvn?)D~
zc2%GOR^2cNV8dmK8VO$3$1|ouv8^|72yiGXvI4o&i7XZFu^gLr@t|Tvg50D>o5x=;
z{&_w+{Uad+iN#v;E#1#=?uswDRu#3kdJ1D+g=aDb9cvQKc7$RCfQ%xq$$8a!^UDLO
z4VzWb68e%*?PL^nuU0}!d%Rj-C`Dy?>v*>7>0$RPsa}EYS=S0LJA#MDC}dPHLtfKw
zb-|VW!|e`2eUU5%F5<}_65H9```Jt!g?z_&-qYR7f~>XvJ+-`gLE~hTowbmDG(hEp
zE!h-{QkmJ*dqSOm4opZlSPrGJqU)y=!0@wCIt%D3rnHPB2_bDe)?|1Gb=JRk+l3wM
z4}DEw*{FK)tt5w(!_+fw3_GpLddQ;keyD*j;X=<|2X_nGb8|PO3G85!6x29-rXk0;
z^Y8?Lx29TC1jeR%bdglyc)(m_&AC(=!&gD2e@eLWbPlnru4i0;HELO4rnV3cyR-MM
z$7EU1jbW705&pA`C9p65F-iV&#86*-OrYrLW-4aA4@$~J14_oIzR7s&@MMkSBtc4b
ziXoIQj#Nj*tx=}+V9@pa<2P@2o~FW!7bOQa6esmggTjt{$!Mgk!xDF(|KKz4^zwV<
z*y4pxWQtvW1CLUJ?=~*Xqg5w4w^$&Ykq2-I`Mk^@ufJ_B=o>4ZxcIv!8Lxqd1#IZm
zj3?=pbx4O>R59`Ngmtgc@WhANb(x0s)&y#k4wTnOWkb&|q(B={x$sFc40J_-Q}`>L
zU|hV523sjs^`4NnR7KTeleABL&n*={TxwaYA1YR|w>uo7$?JBWcrr98Lz|>EI=-Zt
zj)(C>-=NPomQ26h-+^8pk-966G0BsH#A#}t#yys9Ck;Y4xq*;<>C8#(y1_N41iWwI
zUvV~hJ=k>};X#9(_pKABof1h(lbhJVBZ6sS$&6UI8sfa(kM%`JB0dx7^NEsj&LWBu
zNolq<2BVHBe+0%Osck}3E#?E)aagj>t!3lfm?s^p_;=nkWt~ZEUhy@annI~JOp*xZ
z*$56&A}&SHgvHbQ6wW)<waX)SyRovMmbK$7o^=E(9|rLku;>>SR%F!7t&|9Ab+Ga9
zH8ANZn4PG=#0^JX3V6c-Zy-K5pBs+d@<#=Zfp>*Y^E+h0ym!p#6H2+fXANR_j=`QN
zP!)3dak$pJ=*g48nt;KCQo0y3J?+KaUoM-u0A|n!h(;=7<B9ir?%1Ma$e2>C*CXUE
zEhj=gAl+APp_&)@>K`IZQ#<0Dam<1T9$F~kT0S@ww|)EBE=km9qz9!u_uKKkt>vID
z=gFq4{~0=xyg3KQ_^?)hhMTEHlu`Bv3k?IOZ}f$EE%)b245C4FDLlCdEI|J=%u$FT
zNx!~>j2DVf!-8g{1`Dv-15VJAyhnNrx-=}i>gp$HE~+lS*X<K$_XnTK^@|RrZ-TJi
zDkPARM0+_J*3Xm*VlaiU7+asMGL2z|wqg8L`T(!2+a-k8Y-t}OIKW(epZ0MaS(D&f
z8~RfB%Y8X7s7+6mM;8kOmJxX{35Hajr}5QL1a(yXP^+CWbXAlUYy~7j424_CNg}DL
z6;W+`9KVnkTf-$bN8^uA4~&CYu=0p%`GlIND~$O>D&T`UZwEBX2n-bG!ee|hV{5?r
z7364~5xw)L@WoqAg=3-)I!bo15inGM!&If%;1>Y2%2P^d3)`xuG>c4r)DtP^5qA%W
zh06mFtd**)f^C*+heRnDJ?9=vR<fK)eq?xv_!=a3ngTqMabH~ZE103k#2`~BlM8~%
zIFu-i<*O$*i{~>AvP$?8LiCNe)q534-}@JAB|OSInC+aONGpDfIkM2Y1y%}r!vvJ3
z<Eb0S;cpX%Fc_+`s0bJHbu(4p=~MGWtBqO*yhLR*QHOr4H?|Tdw?UG6Lr*Ok5xs%c
z0DSSfNIe;b65wEcUxF$zAc2*A6fBjbtVfLB%fDXw6T&A<b$h1(pD9Me*#yLD24WU=
zQkVWAA0Sr>Ndov<%QHIgiI5A!8j5^d_K5N<c<@-MMx&~|>WVs$^2yjEx5`c?GGJ*Y
zrx;VfqU^dP09`P}RGaZT2t5o{+H^@UQ}sC38p=C4q!j;>I8q<amlGaQ!a!LQp(;0o
z0^n&FjVws+ZunKYpT-m5YLPcqFg#iAx$E>_K~E(|4+khm0PoGEM^x;jey6<V5f8G1
zvTWNiIhxFK|1+#H{qKmC84fb^D31Nr*9Oz+yq8onrUyWDa)b7DwgI+MC9Z0f-Rv%Q
zIU}SzH~fd$vhCJs^7$rnCWe3=_XgG-cc*#2o?-GW>XhNlB4xd{z%Vw`AVYvE6zED6
zJW1zg2vrgdk_N(YE8cf;2`xk!*DTCT?}DNbSrRWd0~YMgs9fy`=!U1Okj5l@_B>V#
zGk@d~CK-lXT&kfOIiuxVp?pZx%YeS<{Q@vM1^b(stiZk|=P12xZg0Da?6ls16kI)5
zM)3xIh9r>Kc`t}EW56wxp2m^`9-*q`1<Uw#Uwmdb^>)wY<g{yus9i?_)lI)o2>ELc
zhs)iK1iDv%mSN)C&7?J=QK<-*e%cB`1$81O&{A`aPT9?q6QU!;d4Y*hfiO&+{4VQv
za>}9}wAp|zyMV&Rl}y4O=3*;Y_EA3<R9m`f#8p1+j~0a2N2;Ge9J6p_mWbzq$|P+G
z0+LGo5OA6g$U$Qh!;|cN?X$Q(y@yElTt9yj6LHd8$4r4=knj48eo-zVem%Al#?HeE
z*f<^i-o`dYrt_f{E7U<Is-5P3bH+b2A?jrFm<ayDsufgmZpx5h2fUqYU?^h2a!4aJ
zj6;3%B&cSn>eRy}(gRM(-e`DRYN7Vz5mBdgud^Ruiw{h`RCS9FY$$nxdeJ?0m=UY5
zJEwW$0t?<6DjPt`<0Q1j^0RM1z>Bp7j|@3N3h(0bQvm`yQEC~|*3R;Bmn?DsvVLsY
zF<p3~G8wnac2AofZWo7-#b1ps^!AAjz=#5cM8Szr*Ji!Zs5BdfyRDz}14ri5Mf9Di
z34knza3a^$I85U{d`YJp^Dw47?JpeAC0YekZ689t&GSNZ2f~3tm)~%ph{iDPv(}l_
z_Ym!gi)RSQz_CPKkE+L0D+VZC;^RX==9oC?F-<*RaVK*_aq1?Ak)%{RWBO^5rkyKW
z@_FCZ^?cf?_lw1@=Z0_927*1y4cE@JqG2goukS-IPv`unT=2B7b)V-`I+7>ufmjJI
zG6+R1#!Ie#d(zYXIf;-dLe6EM^hxm<LP9#O8zmQkfy@|9i#Z{pZwtP6I?|Rlu7`@Z
z@37+JN$lxkOAM~T@OSx&9Lc$^s1Td&uKu_NvaiXXnk0)4dTW0}f%PnzO}%Fre43dp
zRY*ebCbgWByzJca5iHEr?)gtmI`3Ljob=yGT=fHtR$7=zz({{M^%sjUF+I<?m_SkZ
zW0DPa74zI#6*fjD)TI+zAS(fL%*!3BZZ{{7i^$$i<Dm@@!tvOvSm+2Wu7vi<Wm&B{
z(@Be8SBR`gHiOcfUIIS1nhHv~hC9tg(#4I+{xH60_zU3m0>RjPP4@7M+$SAYV0kQ~
z4PZs_Ki3Wqb9=>#c<t|MVFdRVxZe$5rI-n4<tD6XLU5v&X`fA2uZ@`R{Ai6xtsOO)
zHz6v)Ea8XeLXGucwZ2Zx8df9-P}X`{R<2rzzqqkoezpKPOMvB?oJk2BiWD=oZ}!;s
z$ifX^-UuFP5v+X-F5g(A2b_<Dq&;xKT_g{DV8scl$NbV6V3l8;i_jW*qaLYXoaa5_
z-kB+eSh3-e%yLbaj|PwJQ=F;!hRr5=C2fzp%=Ttg*C|w3>PCBX#!O5I7e>L0Fr81V
zv+-}j14i)5P1p+c*@?7<pFYK8Ot_G?aiM<He&~`9s~AkA-PGz9#E~pg$T%*_-O(BW
zoo(m3Skw7iA-UkcmWJSy+cGXaX6nMBBYiWHkT!J$ZCpxjIUYBpJ6eTJ8ft2>sTrG`
z+SGB|GOdt5{I0NZO#T9n*EN4l{!hZt21@*T!p)Zbs}_9?Qq*gr*5=jyPx6rDL;U9l
zy?H?WCwI^ViSZd6O{t^;6>Y^js`ijLy@oAv$6Xc6-wQhRbL9)!b5*NPjL~=Q>s^by
zUb3g9k#qGH<PmpDdOxzJS$n`6^+Fu9cNEhM7<X53sJd{5osGXJwrd*D+nA;q5O5P)
zt4w&5+&jb2;DT{_ns4(SK635bXEZv|(Lc~zZ!al2^O-a9nhv7uG&`G|Q+i&{i`ouC
zNokG2Ru(b@+3A?!xmf;T#>wmIvUy^&B{BTvv%=pcc`NWrfOwrV@Fq@H-{!g`X1XM*
zY3)_OgKcN=;@#r(P{p5RL=JG`l)wg5c$O1MG=Uxka7&@<8OpgkE1VHLeajU4?A*|P
z_)X1*s{T~E;oIhrR*(D2P^M_s-2tQ32Xe33X>E!XLla}-fbFt(ExtE8eK#V0Z(3%?
z4Zt+tt9|7fdT&s>)DgCq*~C^>T`D`SibS+5LEGx0P*3fPvR*(F(tUdLovchpaZ*gE
zF>;09%%o#`Ri%jzUfcpYazn_ShWXBAFL$Vdswk@@2a*o9OXKbo<YQji)meAG81U0X
zM_7|iExB>iUzXNZh?yLjN<40^n!DjGE^_YWKuq*rLD4BV@#}i&4p1gh+W0viMkblW
zIbzekj`~nxu7U05M@4eRc(kt62c!|Wwh=f7yH7qNxr4L}9bN$HDhV4hk){ZA-XI{0
z5W`;pyqD8fW~Znk{Z#k#<ttNH>9+f<5v~00kG5wL0Uoa9bylM;Q5d8wwNO?En+dkd
zGDG-!H+cIvo6GiH8<XI(xVtP6QR|`4wNFT+PIY=s?H&R#rbM%lMnzfG)yQVYn?)t>
z;>;-Tztnnon;i-d!j+Zq$Y0CWP|!}T32kcqA{PTM7su*NGq^!`AKjh2h|~!^#XB`l
z&aiGYk{?cSdGD}94iLhxM2|fBQ}VqRiWH8k6`#Uq0&=qA>K<RN%MgbDZh_S=!msqK
z=;d)Q-6s{NHDf-LydiR-fgY^<E>;Z#g3Xn<q~_RdcKe;tRV$%r5hVvnqmy&)N<$15
zCK8=n2%?{s1hjxzCuuRa&T_C}Uq(6x3?$)Wz~FQ`wfF7neIZGhimrG_(t9TMri#58
z_p6dxiIEhX?*AREsL>j@BOs%MA=2X&=oV4~WIqWcv*K1cvDSpp+A{W~;iSABEK5TZ
z=6Gzn<m0vEzf3ALwWt!d388Hu^O=k@AtJ;%*=jU&1zjJBiCdC*2clAfST;o(kO`hn
z>e>Ou8H;d_R^u>(euWv$5HQ=<vfu(Rq}1QTj-cTIm*MkIR+F=@o{pw3$~J$HtX>jK
zD9nA-$uaPL3bL6UOKrM7b<E*Fh|P?cBae-?Hkd~I0IwbGon0$G)TvlS9YOW(@pj9A
zo+Hrro#NX_4h<%7+}g>_!+d|d);p5rcW^;NKsd2d>*&*gDpau~r?TJ=;?3TGg*MP(
zV<b$-u>2F2{Ws4T2lg~B3%;)=jd$_Bqv6Vvgo9ZFt&hX7tYTKw;lI0gts;8ri7$pW
zx>};S5huFNHHbU49<z=6k|RA(^4UEH*0HQ*&!sQzsIXSo$*Smsuq7g|wGPbEgTiSx
zJZfOm;J=PQ^1t<Kci7&C8*Hj^@p%pF%+F0<vy66<YV{=+Bq{`DgZ?L`Aei_UrojC-
zrkKPW>--m|@ICdIT}&L~`-3T9a+3UTAg%>X>_mPB&aDuXT38^y&7I=6PnCo`dQY?T
zbL!6bEfq`P2R2tiwB~`}W26CGezV_Xz|a67DT96q1Q+-!Zn;vZ13jm<EoaHB(b_PV
zl1qM~@C(jB3rl{SE)k<$X)Xa0*PXF2Eq(w%QV0-0#x$RNS;kmxh2uD|P$fkG_u((N
z5GhZhzpyz8Vs(6O4TTHpkZvx~Q^*$$sTuz_wtynHM?d!ede3L{oWJFJ=2|UEy`OG}
zofk<@s9S<^LH{$RoPk*o#(c3KRjHn{thuBf!4YT`0e)d=Yj5!9r|+ub<lL}9`L%Ge
zk)^x3<)^0!3+&_{>gh|z#>20Lm>16r?A8?ZRfEhezE(ZC!V=neZVem7mQ(R0IlW)Y
zi<?!ls6CWwNwep#Vg`0;X`i^}<EJ8<ejy#H_|ll7i1kHRi^qC%hWVHXAz6k(W}GGV
zXlRdVK|wMt;q}UgYwd4dlbTu>m`xu$lFD2fsoj^F#$<-pUjE+ZNj~DQ`=3hZ|9~%S
z2Z8uvCQAmxHsw%P1V4hw_U#FwGMC03!UmQBhzyaDnB8d|ow3(i<&m+-P4i+#$okm(
zqbniL?c}dj-j-D67Ie(L%=mnrpjo6)d|zz+Ya8%8%u6zm5V1I3fZyeT4=iSSh~<Gp
z;WN`d1ekGc%O>N@|F2Poc*5CQItatS8+_B%II^&wM5Z_G8Py0{<O^6FGMj`_ZcnM5
z7~bto_!i}%r@C{U?)48|Ty*?u)In<XB(PdfVvzyH_9NdvQzKKHsqZW7?a*nKB5kNe
z#AB0=Z(wl(%G0vo4&KX>lKXlL9@&2_Xp9KrkcU%9VWl`_Qe2@!ZN87{tLb5tK>l>t
z@2kKM7@H<vw5ei7$zmVQt7R4y!dB>-&ucj7&3b<o96HSDiYw&@4N1X_gJZT++VOHU
zkJX2iqKY3xUux0=sX!J)WaDZc%msCqcu8{3)uC7Ohv_hpTjyEbe-ijOoDMAZ^s+3w
z#8l#rZ)V!UeBPk$IexJtED+QBm<ng03cB|TXY?H*BNdCZ|C>s&{@vA%F#g=kG>+(A
zh>Tx{=-g~yt_*yG3&YLsg6oDp;YiS@h(8SNCu7ew3aTXFlcn)O&rK)cWYsW7A(a!J
zFVji=m>0G_pfLGe;g6xXxj`!!jN-te&L#|w7<E}3F_MK<L#cG%gzs(Q93_MJ|7II+
z@r5@em~t+S-%|)`_-&d^Sy*>&S78b6p&Mz^Y&9Tg-P2r6#Yf<nAP;xegoi0PqVCkN
zqp3r)D#aS9E3`0p^L*aXz+5v%I|vMppb7I7MDE1s9AD}wjlAp>ygRwY5q_hiu{bg6
zV`#%?Z(*UJq;T`D(<D4!WN&QHf7DvjPthOJtYQw@SsVyHs93o@rV0l#%+!l&cHFEj
zAh2>gM&cm7g)Pvn-whfy@;(}Ri0TlI5ZQul1sQaG&#HtTA-Sd2OyksuT#5-3m&J$#
zDIut0ZdplndRi_s#WFG063Qvw->)vNa!G@h-zffyoE;r3S5G(=xDNlX{89IB|0BL6
zJRgwF64*uB3rd%aiQq-efXGN&T+VQBJXS*aV0^XR88`Z&i~c|8h83(}jJ~*7s_CI&
z&+Wlh5)wRxo~wF@DTAJQEJN@p$&Bq6HD{3ajC$=(>VZzMj1w%hOn3CyHO|J+@r^Be
zYa<Wx1-gn7f(5!+me1S_3Vn~e{G1uU*V)ri2LP=aK=?w-1c&U$$1Jh(AWlp5?UzuY
z%ABdT|8To(woS5z>d14OQ_UMSA}rGUE{!~VCKyd2A}KuA{c~3EH=-x{ta8waP0Fs@
z;6jPWkG$yHN&Wl0pMUm5`4h&~M+v(M`jkQh<Usn_CIc}DuYrZub8fAP{v<V#Ws0*V
zyJiuW>rb+tS)Gx(z$d?quhON}z6%%|Se^;^(Jg`*B4DfxoN!iROpgUvRuKY;3%21B
zD~Rx6saPp*I{_WrUU+1<zDi2+st)jsNU7&`-u=w;Sf=5iy+%pHT;7l5u>>~16%D_$
z|G(KgN^8d}?wC$1y~zv!1)xYmsBzHYXV>A5N&H`NhepmT?g*VB#BU4-e#rpOciEt8
z*08dhc8e;Ozw)B;bHYy%-Y_#3h}zL!s!o=0+hRx_8g&L4(mUv*EVJF!?r=Iw_h)=j
z=#Y{4IcNpvRvw{n3svAHubmK1$<T}kf8LRH=gFDyRaMKh7dZqq)^Mf)a1e;14~38-
zhw;oykksVg*=3Hn!|!?<>I8V`+IonMJnZOVWWuY-3w}>$!k-^AC*n=_{f*4mZh<18
zc)~{oD4xij<n}El`ag;ndWZvlxUN;8LWh$)N^R|&=6*hDB8>^%tSl)d4ZD*z4f#5>
zSohNuuqikkz({?5<M%}hIC45{U`Li&W!rMON-JfP)ss!x3Ga^LeqoO=N#_Hlu?H%i
z7T6I_m=dnmj()8dL#N5nFi|;Y!mbtUEs`s)+5(m-=U`3GIK<m)`SIgwIm}OQfYUW?
zp^}QH#xO6JQ}x~-Z4>tZnTH`rWk0pW&*QRn7^i;K;n$>P)%kDI+Rcpscl0mj;Tw9m
z@>dX{b`aW6e~%RYB>}I6M)>U}busM)W{KhYatt;UL*nwTn03rS+}Wfo*97F3ev-tX
zSc>M4OMxW&GKxIb-)J?N_L&6(dk4F+)jgm`(jN0#9)@Glscw72>L%~vDBB=IslJs^
zq_LOCXuM0`G)@MB54+D$;w(E~C_0vNjt7w)vyv_q?udqB<<JzO_^T@E*LJ>_TME*8
zv(-3-+h;kv6XHzPa>|g%xOMM#8K+Lh;s1j^Ff7otz0_{}TO8wv4}!Ud$~wExK@U`v
zGY|U{&o%08$AO?y1g&_k{5)9klCiH=Gtm!VO0)hG%Zdh-BtkzhhWdlI+!s~s$Qz4Q
z6^mrkEsD^6%8IqnzRx>JM#@e}A!{t+8l9IUPh23ie+UoxJff*ZxPU}Ky~8-?G7yPS
zI{ro?NN<vnmBQyNUKl+-V2Kz@&~wyYt8X*x(0x@*Yv(dw{@b8GeIR`;uEsTh*r1y#
zX-oATQgG7uO8YM>o6(sZZs=h8c1?4xr8ANTg6Q&N7YP3nQk-0fTg)<A9qOPs{;)sW
zN0rgSF5Pt7FZIams2UMgS5ObYb)h7^vtB%86-eLZ|KG|daAHTd-R@jmY+1y4<Mons
zyJpWmVPNJN+^(v@+i$|GH?QT6nlsj9Dn-XES)(&YGN5d5rF_f9WL|P_=f~?7h+~?4
zFB7zbxVP-)J3>rgagi*(+VwX@0&1iFC>qjkeRfGbE1KrT+@v>>-&`o(x*Q=>;SbR2
zG(<V0UU+O0LX*Ir{4KzN?`QS>U&I|t*~ut90g(3)4i&?Hw3YF3{SG5?cPusBDDPTZ
zQ9;Ve-S6C_x;KRPA2_4Q1w{PYP$Mm5(=C=^#NS`@hid44Liz*G+g6K>YC``*y#f4t
z|L-6EznAlWUpYRp>Rv{<H>JC~YD9tTVq89E&lb0dK-Ej~`Aw_p;A8+@^ZkuuBOK_R
zOa&>n;zEw+O`3#6+8waS&e<thsJy{%k>i|cec7iP_k!O{k7NIa&&DcTroZFreGxZ)
zTZn8alf0vDD}c3BIi1dRHuDqvsTea;=bqIB^wH+>ORUa;eZL#-K9?qDMi57(<aoOS
zfljQHe(M+5=Fp%~Td@uBPG;AtnR6gaRoi-rk6(76TbTm>xqfJ*=|scZbDu?RTfyG;
za{<zy-rZ_pTl6Yj<xQ>A$H<hcnwZ<xpolQ>;YC#XIZCpCY0%+XcoZH>i!#mIX^Uy<
z1_YHDprj;!U0~X9`sgiFzk2b-5suo=HyF?HP^0P{Gi&cf{cJSs3+E`yiN1tO4+vJQ
zJkFN%?taoJ(+|P~7XX+&X4ixFDS)AI6xTiDNbrop3c*Kz`n0ZNc0wDhHp`<tLNt^1
zZM-03?_KuH@c{2MDaBzXX0G2Je+#L58>i3I8sA{sbFRu+Tf&Q`L~PH?_RJ;;19z>9
zCZV-q&sx;WqwQ`<r1jyo#{pEy*zn9+eUynX?T-#Qf4Ai6uBM~FS2CG4*)5TIVz#>r
zllqttqq-~$mEBZqCvPgX`so3W&x~y>(k4Y;N(RbyZ`jO3QRBx*%6J2}EUDU{$MjLT
zfe2eafVt^gN%Q0(dNmPUn4SE#E}Ih>xOF}O@Iy+DQ8r0Ejb(LS9|{YflF#AT;TgWb
zC7@S1>|8dZr?x(mV(&7T9vm*_Yf*wPVsL^JS;V4TcM^}civnZGy^8Z~|MaWAt~X(k
zi>?w^>$v2`ku+xEeE-iXJmHl2m1_yp{lk`MT)*}(Sg~4!h0Pvn7uQ!xCdu1>At2O7
z<bTe{-qd3nm{zO3au2l!c+ev;$$}uy0-Q7u^D-RAH~%*Rx}lN|N;$VYVGWA7IoGP-
zS~r()78^Lud+S>?4eIrTN%P3H>j0d*@#81>z`oG+_iP1YYHm)ZcVw&a6Yb5E5hX7!
zgS9{M8e6`N$OaI0p+3lNM}U_sMObB<tV*|-TKrP8<StS|XlQVrOtIp?CkxDr<ttj!
zJMRRgeWRxiN(c-M8^7(hfY)L5x56ngF<=?!N@7RIkiY(_FzXk!A+LWr7~4se>eZ~W
z;?{Us>^g~CH4;KOJ&#4{+6ZvuJc>+b@)Ef(p(>0fIP3lvJw04%vDb(kihZ1rfyH>J
z<m#XxFpkT#yi9)vTVM3(sA#N?VV8_LGe7+va7X55p;M?oMNIVY1JYt7kyX574&Tz_
z(jZ8c6|&UjrJtZJ+#WT8Okf+Iq%io~&qN*4Y6<M(9_*XyXO$07#MK8P#7Y}wN{w1h
zJ0{?+Nrv6gq=j5o9($u%U8_QPDM72Q0%iKMentM47EJ((s$Ff7pI6XqgQBsQhw|xm
zkn_=A8{*Re75B#p?s<sr<0sBeD>NLDr@Y|&`Du7^KF}S$R^VX=_nHTnhohzPfW-wy
z(8qxpLtcD~*kb2(u62uwD~^#F!+kI*4vaO4Nv$5PfRY(Q7?WDyl+jiHuuo1)M2oHJ
z=5|BwR24wh=11>!hhe!f5XeOHGd(H^*m;hkwjW&1Ow&=6Qg9U@d(BJIf5gGy?O<oR
zB9|`DNAbAs<1X5ld)87v0IB5Ki@ozss4L$zoivoZ=`h@P%9f}kr2uLpF&<GG3HYV9
z(vQSvf9O$>aH}=*2xXUArtCF>>xIHbtq6$$K2pF}#v@JU;q}tP+*urk!d*1p5Bw>D
z`BnRXTHDV#Csp+vJoLKVJyGw-WV+VxfdWZWS*~wGD^*<dAIs2;)8JFXs2eM=e*A~p
z1V2=`w>vtA>>R6@F^9`E6DJEO%HQk<h;jBC)G}(53M211c&x)RT|!-ZVk?Dr0^9qc
z0`E>IYVoQUKZ*=fIBMt1+tx;eGMZ@=Vel^zf7tF$5wXHy9^*U684g~~%5^m8Ga!>f
za^d9MGGy5V5GiRPs-@;Sjk{DaFDia0Oy?r}Bd;A7=<6h=8XhK2C)<-i>{;wsFq)Im
zvgcE_m4OYE5;(wCdE?UEYTP20B50hr8z(VZTI|F&m0pA@{DtqA-YBhJr-f1Bh6AuQ
z0KstdR_CBPauf21gQSwBAGU>5g4)n3<|^{iLrU3NzF{W1pk~k4Ln?vQb3E~|NqW38
zdm(*hd0I1gRqx;~uqI((A~Cgu;O+fcml0X5iFJ=t?%ubBI${up@VV*H0K?>m4?2oJ
zDYs!`US*^ln=?J&eagZbA`0e*%3TS7PYnwA!k7r<_}8>DXb}M!?#+(jUyufBdLkrk
zaS7bL3{HIBm)b2qdkyTL%(SwHmtHNm3w8<$-P(R-W4+K%><2IeL6x5Yi**R2S-PV*
z&y0q2Ckj|4&*#3Tl87mA0p%3E>qtpk3e~$(Qz$;fsxbV=i%<TEK>dm5IX36Z>~z8V
zH9k(@ukFuK%#$3KCZ70`&hk8^@(G^*11|b0E#;QwR;PuT-mWj7QT3!|m#@TgVU|7$
z?+Y7UY%!bKSNU#)ebNX>t_Vt6F*w|t?jbslnx(_tmPBmed``2NU8m#2#g7U@U{x_=
zs01EU7O|7kST@cB_~kjFIaRSD#Gdj(B1W|r98}=0)SG%Ss3s;c!xO`a9xOOL_#pcz
zG?7wamUt(;$_)OeBQcdGYhWc2Ge$F@X5%kS1oQC&YSi$`^`L9lOKv<nIWqjViLLQ9
zd!4X%7$%qMGA=mDc4q!bF(sM@q8X#53NfU6-ghaMM*JM_)J}jAwvnH7%;2gf`E=F6
z&rY+qJbbVVZzq*-^w}nXboD;!0~-l3vQ-2>`;?yisu?KPjYRh?#SepAR5N*&=9?35
z*lzA!u6ub)e<vf3rf=#a6wA}EQes|$CQ5CX&9zkLDidu4Bn)JJw`q&M2Y1hCQ?|Z?
z5P*(4y7~_NhRPhR>}5(L#L|R0LPOZ?v>yTkdk>u<cy;(SLuols=2=YAOHTp-@}b#0
zCT4ZkKa!R;1SYinp05`C{+JlYuIE*lh>W^?H&xub(D5`l7EYE_G!XFf@o`R@R{(;s
zBY&Wneg1YPNC>TpHU2ueD)10mziSi>%&9g5U7&3{+wsxx>31kmgr*y<#~1sSw;adi
zesTXsuftri6^(f;W%w~v-zM!;r+LQ>E#==^aT20Xixv339N-Dyfy;n1)*<5?5qt|1
z)viB-{Rsmpwc67_Lx~Clbz&vrDr6yFW?z>R>E2vPK<dIT1beska_!|JV1k|zc$Qr5
zWv+&@=4dDm?ARy8A21JD;PfM7iHYZvY=Z%lFO=;-?No>63ud)?F}WGn^GPuCrw)*;
z<0_})qaTsa_%oZ$?|*&NSxIUMUL4s6@tCrgc^T*wvT(Grl@WM{4tu$^{#n_+;8;2~
zDQIqXQe8vE5q6?ONw0g4utCx_g{}VEK-^>EYq!-0<ZcR4=a<0-HF8NQ4wo*|p6VT$
z{Wj!1(pE8<tM;Z~=$^o~2s+T-u}do)L@;+pC!va=5}4}f@0=;Zvd3>woGU@Af>(JA
zI;>ng)3(%FlH<0=*(o=vm}8IMnKYl9YM40A1?6dA%<G~aqDmTtNwNKfFWSQp^j=74
z1HzszBH4JWkb9!Dn1uXqAm!>}#uZJfk@=ry%{GFXDfP*6AkEMMU>!tq1nTN*z;LLy
zhgdB@>W`WvE7oO$wSR5N{^2{%mXm!JUVUz-@!W1zxQQ`Jf%cJzAoxB+b1lR^Y#`h+
zpO9{}ZW;_Fs*V-$PoVpsA;lR_L>T!+vCz|i-kfM=3#bw$YMPP7)*E@8{3+)Cu)uV&
z3Q!BDO38yjJ=Zu>3x{A*KM&>34l8}*xOHGiEi^itrlYyC;&Kg{g{^@xG$ACJp3gl<
zFYE77_~8D!0r^y0fAD_eEJ=6gEY9KSV|Fzdz|j;yV9~urMW+Ro`-!@<?7mP7T00ZE
zoZSDd5a_ka&5hgWr{KwK4WVYGGr^OQ3}!Ee{vw=@WRx9ytw#5~BLB9G|5fk|rCkrL
z0~<0TR0pC$C%N?WjB@sY(n8}MazYeR0Sw3(u=xS(yq>Bdm)rCr$&=F={Y!MD?wDTR
z;sW&f+%qze2=8|jt<wAIn1w{~yLxt#ccz?9j7twWGNEv{#8tUlDT1lv(YFwnJC`O-
zNjJvP3ot-hNWVfj*`RXixDeYkpcDv}tHydDINH}Xd!&-hi@6kuC(!^>Y^Hv;L}%z!
zt?@#%_^n`Eh!F_RRQq77PJ=9$>O$-_8O76+XOuj=8i{N3?=$)!m<gBSDiy;2_R&5Q
zW1qjI<mHF6QXPN4YceoDQi7Rk5c75;Tg4(Bn*66Diu6l5)85gE^s4Ilx}S<*z8E~;
zV6>v(G-+Wv)3Q-_^n5>2cC|vO>5gMVP*jkZ@&_{{;Cv$w6rKBHF`A?$EI{&eVzIuN
ztMn!lZ`1+vCp`iw!b%C6P%>=VnTcs$l|V}iNe`R)V_@tJ;FJ>WN{C$f8;_UoeN&NI
zNK<PeD_Hv7$VPH9+`R4bwk!ay=CSB#<7Q$vPTC^gQ5FE>oVCb{wj}au0x@cZ?h+9W
zE9J-Ih<3yU=jULX)$EXMikAWgeO#MBhM-WC7$c6>Z`WxMo(A*^h&F%H@74C4Pg!uk
zL0H!zJ}}C$UynC~L#S?Vg|-Iz;n|!wEzz{d{XP&QtmLQcGB=-WoPIf}WO*z&7fHe?
zk(?w5sJp<WLoQ-Fqv5hYPrSEI@{gRjh}UmtYjN$}s64*<2%%CwAt2sOtZ7#+tDX?j
z3Of}LCLD6(*+&`}w=xtG%h+-noHR55$5<{_n8@pwl)cB-m@E(XgOZ>qzA3pvDZ$L3
zKpV%Y$KaDD-VCq4D^(%0@`0|37m7GS4DTi2L0L1Vn5`mIE<XdO;}<8if+5FFYdlpn
z+;Q~Zz2tW+3wj)%y+9!X$~RLRfa%c<s)+dvLF_!A*vN7FL0qMuzoha9`F&D8(Q|*z
zv%KBKd5h%Uv?k)XV*SbdyP*Zv?Gq8!_sUkfRdTE$LvZe=a$J}RGu!@Q$>Ti=ExiFd
z8<Jh@MKheq<1hX5pVrb6EYdS@z8{feI*obXrohlTRTs{1A{~%@CN9$EIXb~H7H=Va
zhqG7J;Lcf=!!yi$_rS(Lpyp+>)$=yrLoJY^OE`096C;*)sCsSOX3MmYVsg;IOD_IB
zC3+h!&Ev^dqSkK{&FXSN;FHy2Q^3cGkJx531C(9WSQFWQTu=9rkc%8ZWs+Vg?9Ec$
zoJ}A{$Y&IBEtj?Js&eo0{caWt|3&kdpu<oxz!p$-lvdkkGwg8o!Sced9`=tO35(0T
z;RXaYIC*gKN9Ba%=oi>=>9`!c#`LoW`3*>ZtpQM^n3!0A9)WPMa5&DFX-p8i%LQGy
zj3CPCBVW*YKAT^hFdO%LRxCCn1b7vOUYjsya1oBX<W5#oiEOGhW-J}gI>O7r0WU*W
z>QJ%Gx8ekQ61d}3JacmLF?xwiAw$w`725d3PzZnslxJ^myfU8B6;~&C63$1lGAY9<
zsJj%&m?}=rzAm_c+!=}~f-u7Lgh~Dkkz6uPide2{ZXH#JBGH@Q+c&xIAdy+<p%SYM
z4~{tZEb3rBp6L9m=O3i#w8Nih6l1-i`EbIP_s643*QRtj3}KIR11;N23FiOizI<bx
z&O{4sgq%gBcro#?y6nUI1g#baf)mP~xUEN}n{GSEkyM}5P<QE;%O?0cXU&f~u|fJ<
z9}6z}eim}0FjV}MY=itOxY9cY{0s`~{KF9oMIJFJLA%nDvm2+TY9}I(tKjhJs=eb*
zmN%QI;+?6eEbJy?J$l0e9v?A5Ks6N?FV6D_c&(yR`eruy)ERJpx@qr3hbb)NG(Qp{
zV|2U<*f2Uu+w%WPbYJ}}Z%O_XQoe6XKG25$lQqKVy+TSDJr&)FzY4EE9hf$szZ}j-
z84kVYUy6f2j#K(qsv7u%>c`%H(M{gJJ~3XZAZUYs+PwslUK4zQS=3pF|KO#+3}#<n
z+n)4a<2wTwUWH$;k3k^$r_=3Aa0q3|@vlbRZv{ApEC{WD#c(MC#^}IW$3K;0Z3v`)
z<Y8?HPVZUL|Lgh5UxNc<y7fu#za9eu`45`Xg=hpx{oA~Fb=-o*z49BdD!V%R|9T96
z$UjFcy}y>Pl*vDz|DE{jW&2K@T@&NK9^?O?VQdrIYWl5!yDUcROe4l^V|rnJ9E{MY
zmAre<DK^^gNYs9MXwU-x{79x23;X@(k5O;fV+pzKKU{h%-dCt*t>EX<10NI-(y((>
z$}gH)T?f#Oo0P^(%eJunYRk@F#MvLuv<F!qe;Dm`e6*AQW>~f0`NVhvn_5$*gUz-R
zCO6IGmh42@uNitqFVEoBka)6>S5vIHZIS`4>?pGo=+rz^uw5a6Uq*kh9Z@53DiZ5n
zN6XH)253Y^HN+~KNrrSFSdo=v`!}X6kp2<To?$_(D<q<=2tF0yrdy=+$E{0NeUUi#
zpuveJ^3zR2>~W>DM~KAa7%Is!K9=7CWM=_96tAXQh1TPM*#b=~cp~dtb7SFc6mznp
z`x~hWv;z-!5oN|Vf!=u_RSBn#E^o(I7p67MYs3%xh;m{9(TA)&P6rGei_=B3dOht?
zhXI&2l<G(m8|<GlfPEsQj?9(Qj~cX1(q0G9*L<bWYmPt~wP4Z`pks@>#q{wz&Fsy5
zF*iI%<IkqqzHm(+(1VRIDLvrml)XH+WKppc(E2-qh}LL|@Ry6;tXdB0c_4*U@hR)H
zmvSE(N6AuZq@IwRYlV%fA79o&sQlqQr(;OF<q@={c7qFa7|3{)6!aRaC<|zaOeBce
z#3)nD^)n&3)zQuwl@A<M#LkOlRWt1@<j<&8?((-}sos$<yi>&y?;o*IDO=wuuxOJ=
z=%Gt-e>20)4d%xY6wUhr!#K8wKE>yfb-cnbzh(EwIe=qQ^q4nt!}QB0i1s$*im0p~
zsLhi>{p%5wF5O7YSDlFE*L*SzH<U74B0Z`ib$PpB&>Q(F+sNESPQ$$r6Js_yQHY(w
zp8i8)>^s(pC?(5hjy_iHq_g~Nph7Q&qtPa}_v?#yz}RkIgqjcIy5bfQ6CoVX6WG-=
zqEWl-jYffD6)`MbSrWZ68&Lx$KdiCKNJsycCQ>J+V|)0bb9UX^3&o)^=RtY9g`ra$
z=bAP84Hl5*#1^B9V6_tLp$$7@yquG-?D~zZ3@7<eUjS8aybxO^b}kWPFzhx}o}yVw
z?l#HXVh?xlWO95G&XG!HJQ8llb8#0qjX*PFwUbjf%?n1u%SfX|S&c&{!{I%5+@aI9
zTMO;n7GTS1PV6XmlzQMUaL;j?Iu}9vCo2jS$-y<RQc(5KPJ@*4nf(--Pe5wVLOMV`
zF;?^|o^ta1UfBL>qwLKF2DhQyA0P2M^T*3^@VDiVV+Q%zC1Y64Bn`XEWp!6GaVGAq
z?3PW5Cox-yb@uVOhuT;Ob>>p5Gnr!@BYx5|(^~Kg9$$;K4a+DwjC#f^1sD-1wAgWq
zlg{vL?p}p>-(~&lc5w!p&c0SRmP=iJ26`{|>ZO1}wjb5i7uuc^XHo3A>9Rr3sw8>(
ze)XI@n}Pv)>{U#PnsGfc+U~av1YHpimP5kH7=9;f6h;*?7zB%XU8{*?K`JayZe=Z3
zPJ3z>-?&XPk(G+8nHA5SjP{-8aX8H$BQG^n<cS2<!{mq{q)YQoq{*%8G~A%d^SBxc
z3C!TJY;2Nl0~eK^IVc%vVCsiLEvybek{^+qtIHJ2&4C|Gob|8X8N`-D$4`Up=n>&@
z3U-WL4ZX?y05Zg;G6s|t!pX;k2G4uk8Ob+RwVOWzr2>N|D*jf-_5=9I$BvtGd{B94
zkJXg((Q~?yPwl!)4C*I4Ll9iB9}_nclGT1N1R@RCM*PGJ(YD6a??*&9Tt9Ydt>gr1
z+^9htKOKJmY%nb*Wtf~RmXChL@UaMUgQza)jYJJZ2p&*#m_(7~Y^I6ne>T{wi+vUF
z8<F<eqR9tqe{3G2arcJOz9bmuyxVO7ovQoLUjt@d^NMrR9l-_e+?)y(Tc`J0st5{;
z3#<2%#@YdoMW^RIkvd4;yiQA2_>)fxJS!$LNfhnN1L1;b>@K0UuvN5IfUCp0+}P0Y
zK9NRRg1w249s+L(#sx%m#*1c;*UM(|i=lwK{T<{vM_FbdkO2iO$?h@^lQ!VvgrAb^
zqnTy2`@Qg6rQD~n{PBD1s!08@D0W#jR}*-jD<V4TK3J<=x5puEX!AHbTc5zdMh`)}
z5zT69C*b?Hl@go$<1cti+aSMHdUvB^V!pt!uN>jE6sOxs*%cD|9{_he;P4B#3Ju3u
zMXbJaS8g^m%Gz5qqz+2%Jf+0?2>N$gDgV$VmLqJx!9RABO>Q-F)%DP(8DhgD<p&JO
zv|ayOtmj9LW%WWNBD2Y?Y9j19`jL|#XJ)iN)+oj)rq|k}NizJ+^S}8m$@Wk#s8n~>
z+uOZ`FY4Brm4PXwBs)fws6nN67DqsU8*o6nMo%~WwYTM$4HT%aM9!$PhH(V~BM=*t
zg2PE6T1KBq)aYt4b5;V?h(uqGp~^IXejVQp$N3?CKyLPuD{zQ%fH5N)IEai!eE~*L
zeaQ)LZZHQ^mSUVY>E7sAm%!QH^nM#bTmR2*xbrtVkT=$aWsCL2CiBE<q-HVfG^65T
z`CX9Je^regE{r7eHL}iRwL9xSaLhRNS!hGrT&>jep!)$gn6Vf(iAFq*Ki}_3aF-&n
zz((WJGJk6I{^=3xKo4jvX4_I1xkoxaX=MsMXB~Qmv+}P&8$%#k0yElI!QSifG4^82
z24MiIBOmKZa<GJ+6lqJ7cX8)fEMksB-JJT>R0QjtWl|?E<&FGo$dMrS2y*G7l_a$v
zkGMcdPGP&TM0bJQipfD+q;(J0h;|Pq_biug&Nba(lFutELHOfL>z~HxZv55!?VGs)
z-W!$QaQJ-K?w31qwIXn~kxPvUZFS1H$~Ykh+K9`ZNTCa+FVYoj+vh!@jEy&gK<7|o
z#48^TLGG~$J>B3%4BG4t&CrMoA+YJ{QQ)`7kJD?dQg9O5C!NcyN+GB<TAuFN_amVC
zNw0Ca=rmd4p~4i9>xAg<jT`C22h{&*_wm$Rnen-dN-twMoXcj#iOq)?-j`4GwBCn8
zC~$IafGi8;rImQN(9pnm8htBHNC{*6)X&4L7!I<Fw__B8N(Qa?{TJ$=i`M=xBWWlX
zkV)Mkdgj9<FBehqD;CcD;t$$9M)bgzB&VxW6u*2l@Z$mQ8}^uHbk!g7hXPv3k*}x<
zB-8@fjIdJG8QT2mYPN3ik$~DA2mxg1%^yowLu@YZe=QA5SPCWTk|$#`kV{f<X~=#-
zjhuodCZJA|7UV|a%U~>=ABbpd#a=VeM?}8A#ns`}B^NhZDhae<4(<yDL8^a9MVtF5
z^7)bk!j>>DjT_qA!m5e(fmam#A(OR>M6O;_bbg?EcsTKgDj3bj*^ogS|60{Gp$6E!
zOwr=BliBVq4xojUw=pV8eqt=z>6mg+SH=NXk*!`aCe-03!5P#wcR&Yt-1tVp3Ev~F
z$WC%nJI3C3F3S!v4$BeqE)AQOF=j|G-qKA@+wZemHU1t=!CRQGbf!NJ(&8%OzWtuy
z?J@PX8?5U>2^|tF_*M&P*mwW{Kf1a2R;dOWrFol{|E3D-GV`B6d5pUS2$YA&_-=6i
z8z?(_n*u$Oe5};#m<)>-hV^;Dieq@3QkU-r7iyU~YvR%T!H>knInUjaqjsJ6zo~#*
zJsxxtLeHm)KS-(zT)$_~H+>hYT9bjUpfL2&<bUvF$I)@Qtxbd{VC~#e3%d4;CijbK
z6iRU(HJk}{&)t&!ig%2>!&}X0j2WM@<FmaBYLIZgUH-y8Yq)qo>6pUCFL7iDgH+Y!
zuMB0Cog?o*k*_S<cgaYLrVVF|?-pV1SXifephKgoufR8?N6t!XidiyVF#xq7Y!{Gs
zR{2>PLje>I*aKX)XPf6)O4Rj93juZf#i&2z`mNDl9j1U0{J0=_^k+dwSz=AnO>EMP
zdJgFtxTAHR=u`>mckDr_R$8zhn+}$-bt@!BMLf1zMAY>;U&9Us0c~su8g1!fMcIOr
zSjv5_V~ry-Nkd`;#yX?BY6dnPy4uSawpj3WaE_BU&Y96KL#QqC$*UjK8O?qhXax@q
z2Y~gt0&+Ca@}Nt6k=^>~-+w-QOq@gSiC<GD=e(3$a3C1)53sAhPjVzfNdC%$#s`-V
zMeS+A29RdH=VA;mlxh%jqL7NX?*Up@tB}ei-!RS!ZDi-Df5Zh}iqE$7cirxhtURC0
z*wdRviYxN{6Jc^qF|+TL^N?9yhgD~t+5t)xzd19E)z{1#AZLEc{$FtBkIVnbnUh5P
zA&Gl7vwwqTHNpnMDApe4`^o%trzMw)^*$i`gOeAPzvmlbu~dJ_QWf-T=&7I6w6*SH
zB~(r<p+`n(`0kLUm|F~c0yI?z^fUHR3tICcHi6{C{z@r!IYue0B<uZ<p$d?Mp(Hm}
zeqmu+l`&2Y_ySc?OFMb_fwRrH%#jtrgw({!FJz=$AEpCDh!jEqSvWN5t939J11#Pi
znI_ki;K5o&bp5g9_AlB)B7h)lQE*1|RMpCZ00I3S2~(5yGxddVwL*qxQL*1Un_7yw
ztiK{3(2?)j8}Fy#dY&S~va<@3s=R(FFGfkYl*%R9k`<+jU*!gIB;g^zfXg@M9+YP-
z@4bl~>Oeyl{l*n-LYwt)D$6mehO>2X@DKCiorX9bBsi;IPnfx@qj$V{Q0S@)tS%uy
zj~c*M8$3z_jwiV-4w<brfE1qyI5&^_JM+qzXeRj}%p@p3D-}^eKNr&_6l)uvoCZ;z
z{A3ctNEJ98YCgnuDKNV?F~+GZVt`lm{f0z%d^`&&B86U{K2pMG;~kUtG^t<6K`uCC
zNw<w6p0zDkZBrD4!(qaaxsSTfifqLm)g*(CIsQE!irFU^P%in$VtXzH?&PGdaR2b2
ztI}GKD&ZUtYy-=E2KI~2L<@Tt5Y{h7JoUdpSChU|r%)tk|J5k02+a~@-IF;1)$D|c
zZ5Xe<Aob!{=Hz0y5IvpQERQ8^ep-V3AffGX8rsLSM__kUSsGj{CC_QbrDki`9BTqj
zL5$jOiYM^qbOcsR|0<R%o2dI}_9J#Z6b2bJT*T}>EQ<pH3c<PJJQmwiBCSR_wIb8n
z*=A6{pz_y|w^Za`9#Ni-91yeV;82m%LcfG!hPwfm6K=S-u4Eh_A`vwawbk9=Q`dDm
z&pLLUDIrS#NM=uPy%j`8CPbHak*vAOz~ix)W9k#x^x?GCc;cp595Oqs2*HfSDwHq>
zMzU5ySsEahjxX3r87M3U8jrhTyEr(<ib<COFJ;K(hi{V7Q^P|(+shS%JwB}xPjp<!
z9s0gYT*H;7jn5?<Z!W=zw`$2sx?%g3l@j*f+yXC#43}BFyFg&8a!(hSPH3|#(oS;s
zF0=Z0tfRcU(D`$Mz*mF3!2CDtE=XD3K#!-|AzmFey3V2GcP$eH`D3}Q{DCs}wDC|3
z`%?HA?RZ|FwPqwAoH}y`K$Ke3aM|7jj=7?TOg{z6E!RbU$t^e9&$k;4x{2W_P-8#s
z>t$6@BYR_ihenS;I(dkaf}v<lCfY6)2rei#{3YU)5^n|#-=oE?N~PE`MB2)*Cb7wn
zQ!qU|^j8`vU%>q0DtKQ9hBWx~+q7zlpVplmIiD!V*x;dttr+lNpcGDabAsUcH7Jb1
zwP$rPpnz}zr_maTupD}-8TYeeot+STA#h1(y)KEH>71=!nIz$xyN{(e)#%#~%s&QH
zy;}om{Rv?%ldNFbFr+chpRm{n=e{K#YpF!j$bbS{C&W8FgNa5-WQZ(7l^7(0zH;_f
zby2GZ;Rz}HIHC^LN7X|H(#yi)_ehIiv30pcO$^?xsxo6PIGriL`2llz5%&~14@ji(
zdW(X};JASBg2!r>1h*$0yz>g-doqVB?v)MtNfMew<36kvE~AfX`3YK@JB~uR?t|yt
zk6YMKtFx}b#}dS@A+<O6ZLD!0qucNf0{J=pq`I;*yZcJrmt^Z@2MuQEzRQ2a_kQK#
zE%KY4*9D#|<LYrr<j2;k5xcCen+5xvq@Qlon%n~FSr(l)j9W4H7s2Go9oN$1Cwi{c
zRN&bEmq>ib`@(PUEf9&vp_6aS{2JCpeJSUYR6hjE$@vrXX%_!Tko_JQt1>F)4B@Ff
zNew~@b_!&)Y<owbc-1t${}lCtn@h3W8lHF*&dt8rcz`rRQUKWIA7_l7u}~O$F7Bb4
z@2~Vjag$}T1A9ub<m!%dvtc73W~btJLF{1*2XP0-GQ`q~)|clASE=HeD9r{6xCj~c
zBn%0FuI9OZ1>rLi`2ZA3YlHmBCuE+zoyO$l20azh<a9+t8mq50Vn@mZu1=yyP=@0N
zqFF=IAOr!THq8A3PTj=GF_#GAiBZc0uAH2CJ<m@hM}l&{ALU>RI}{0*9Q`f)b75yy
z?5tASv4nWH>*(=$ws^{Zh2;4rA?lUDx8HN2czM3Bs#W&A&$WY^uH4?bY(;$w!`qdo
zGu%L(A!iw>TF=^Jk(tD*{W_;Cn`mdhk<Mv1fj0vu_tP#ek;X76Sk#+LoOcix0jS-q
zap-|5sIU-!VXSDL3+-lS_nH|d#Ydv<Nup;MR1p0Ng|Vgm{RJ}-XZ0ZX#d)3qXB)fa
z_<_dwc;@;&v6hW){%4-^ATCbPHN0dbJWgbK$kRE!Yz%&E4*^X6`0o7Aui*Jm@t>U6
z2U7Hv9_zO1{}a|q^1iAQeV+bHq)Y!+?3Lpls{GIY?oXBSL+76e`z<N{|3}+fM%A%3
z@4g8Z+%34fgb*OO2Mr5%cPF@eaCZpqE(;It?(R--m*AY09kSoO|K~k-j63eR-?N&|
zoL$wkp8D0(FT(hLyWGnh*EQ|G#pGWj(Z9VN|J&t$>&*XcB>DxO`fr!}jYI!mp0NIJ
zm;3FY^xszXH~suy2eyBAV*cBz{+9Uv+vR@i^#5&D|37R}Taec8!SDYcWN&ekhbfra
z{2|-YkF*WrzZLJeXC+07$!0gD=L&=E_q>z6C9OR6$#fTm-<K#OcWyw&Max*Z3GY^3
z)!69}O1r#|e`(VYetmhcrIvpDzW`{@6n>A1o4r4{e)UbCe&+T%yu|Po{IfWuG5z|%
zDOgT>UFr8J^SHSvkx!HcB=c4thckM1^`%O{&QM?Cqz@kBOW<47;Bfeg>d)cbLUm+$
zy{XzgVM8BduXiE@t?cb22+=%2va`_)2!2HdO>|c5EBpn&j@sky+{A$l;S&A8i?>Iu
zoYLvBcJdx(unuwO&bbp<(MLazigdO9MdEu9zO;nax@a};+yH_iMsr(rv0d-`7z58M
z2gEX2ygQFPA##adeQYraX5pspqUX#%lPPsic?W`I>7D-t$=aQpaSO6LY#GRanh@~4
z$6IZ~AM`PjTM^F@CPCfd*$7gWn%1L)v8j1?Qjl<sg&S?T&NUFGa{3>6H+m-^I7Z?>
z@~(y1CB}rob?1PGfj90ivQ~NcK#6@uvfeVK$Zcw7+{J0KE;1s$&a(NL&dg`0nR{zw
zcn9I@;9p%Kc+{8fn^W0L0uOZH=Rg8x42!UtUHWlhkil-CtX$gB<By6n%@&Dx5p|0_
z2C@0(4@6(4zqOU~X8#(9E-P&$sJ-P=Y3|chup0;keI3J)h^oPcLz!ulcjcVke6Ngg
zpIJT=+B%;n)_IfP%uz3Sx3oEi@s4a<CMi}8Qpe0}r}-{#lh{_2vp+T%;m7eWuQdPd
zu?cBw85~~cqxA!SWZ=MjV%U2oLzl1lvD~}p*VXn8n&R*t&j0kTi&*fzW|!$!RTCt)
zQp&T;Uk1kX{4vC9!Dg9Qn75~QcNDPhT%M5A^KYh!urw82@a<W|rD!2`jB5=akc1Ot
zsM=6nY~Z7K7P2~`RVewUuTRLTb98(DN$ex;*RTkWL*xUBc8n8Vc8EmlvaB<GP!S3$
zDQj-e2Xh=ue5akVOUIvs1-)||9s_esA8Jf{$HYMWkd&N{_>~8snKOyc;VKcLO&`kO
zJ3u4e6$pr;lM_oYLF{FjAmOX-@R8bSJb<dJUxb(K$Y!qw#`Oz-q(zt#g&*efLBV&A
z*OcfmLZb{A)Jn-r-uc#jAcdFOaMwUU@AfgcV%VL*t50|)>X>*7a_o3XK9tEZp$DUL
zp((rgGtA38TbnJ(OG<7u#o-xY<GG+Xwk$=sjmba$Zq+sVdjJ}nsefttd$TQ)(0fv8
zV!t1U8ATg#K`IKOD)E=TQ;nBn2#5QEsLvd7i!(BHAQwEvixPpQ?OzsbR=)?WB@y|F
zcMG_b!upD6IjJ2)BxxE<QBoo)qNqz7hAbf1ccm@LMv&l@flOO%{b<0z`FAxi2*GdS
zZj<BR^z2M`go2#uq70N2!D|_FyUJ7>4Xn<$@r1^AC3$Qvg*1Kb4P)ONRgq3vBcyVH
z6eLRLLx-NhE@P6^a6pr{zh--jRkn~*4C)7r0I0QmD_+y@?%^prCry&M8<w~jMiaFl
zHnBnM<4_38Zb(@WqAH>Nr^`9YQruq$qv*E9d1}fk;)J&?`@ww+WHm88*`@1w8=^;B
zC{YW)?9y1UI%Mk7tc=YHx!k|c?|T?C`z)p|rQHfFM&)H&Zbn0=FdC`}VnrJqGgG`-
z0e#kJUmO;R$BMvbiO8%fzp^7QGczm(AMvz2$twDnca8qGDe1yhYU<)0;%u~mYz?*l
z*UO94OXPDf(X?b(*aHSrp($0V9ECq-ai?4_;CjaFxY;JSK5ces_AhfbT?yyn=D*lf
z=09xetBjK_C=DvB8n*Ys=DvrwVa?!}fn3dxkFnFM<({_K8VAj2T<~ZZ>%HD2ngbyi
z?$K0ewgt$z0GMHKY5&Iwsd<#5U-X;w^iIUk;)1gKJN?|Zh9`aK>+=JS!g8XfSo}9T
z>(GpYa)NhTYz|MrQUF|suR~>NW{gOocv4QPXdWS_#Y1s9(GCAD#y{EAz)$~YHnqQH
zH+pN$T5IT`!)S3h{Mhxo%&&rTID)E;$ugbV5L~r?HyC+xAEZ@NhShNzM9#@{%YZPb
zXr981nBOR<ohV`oYIIQTr%XJ>WOOGS%Gt+>&G)1YcTp4uldjKCv(k7c&JY)jt&*@u
z1DEr5^(7$qGqW3L5_NR(mg}Yo!uW~Y3{9Y3w|~B>;B2Pnpc2am;+)qikRr#XW1u6h
z7@<rek2!In|2@cnN;Q0DQaaRM+Fr;da2axJ-#hQM1MWMI6#>EvRQ-g|?ce9JwX~N`
zeJqX&1|x;i+6!t*^yU4mSzofpFVZyfr?>{y$zJ6%a_fMDch>BZ@NSx-?~^UcstYm+
zMemK@VMhEoPY;VCL8D*IRw9Q_XxbvqFVScwOeGn0AX(@GWSCze6NqzMBKLPqD=9*b
zqQSHSEc&)1&QAahduu0rPBS#bOhhyp(NLGAps)5b!aUuT_4!@pOwz^7`dWxS!CPoo
z4$oZZs)m0z#^+Vx9T_B}MHG&@Dog&rR_WMZWjCdkl$Ec<3zCCR=q(V619pS?G|T^z
z1{r9>r=$o_Ooe7!>N399)D#vK-t(J)tr2D8%{uj-yhALit<TSVy~@}6`rXV@VdEs(
z4>nfTnwc2|jZSnS1!e1oKnA&ncF-Vn&s1ZtV@S9}(D|(IC@nRxc$PvkE~Z^u*>sHZ
zeF#1>cVihCYN**-=*s5gP7s1!(quK9b~{gHxF`~^@zwqgC?&xChDg>RU*HM8!WJbF
zx3{1PXC(++4dK1BbN0ITU)~#~W%$aBxI_cRrE(H^^gZk{uM|T@_#~%^IG+t*;5G-w
z=CRk8DPN8GeNxg%P%q;#T!s;nRxU@;7+aZ<X}(Ndr!p-X*Gblqw3zr@DPcn3*TTe1
z#8oOpht?O0e$ksD%G2}aF$^T%-JbqKzWXE4{-5Q$gkPBGW5a)u?~c#@CEu}vFwx}Z
zbX+9D$SQw3VInJ#dE0NP_GLd*TN<vzs2$e|zQ|lYcfS78!K#$vdSbDPDsLcsLie%W
z^8ZnW8z=UPm-?da@7$fp>w&JqLg1DrSw59#w>k9a$~dh9r4iG_Gxs_QQZ?0E-n*Sh
zolReDT9Pk;8nfg|syPOW@9#ayGlBYkR@chz(gKl`;P(;}DSv#C&I1VrHf&MMh##mV
zm&2$b21*rq@KAq>LuAp{*<u0`*QzLVSHsDvK4T4>z9-h-Yw`-*a2cv8W1httMf@!2
zNR`(m%6zIUCAp@gN|GbJGRZVhLGe&sjdn4LARNI+ex!*T=S>CHlR$Poa#gutl7MPR
zMWLf&?BJm|R(T7(|Lz&WKv#2S_oN$&fSkjis}E%SHmM0Rev4Wh-BuQuuxD^Mz+!fr
zIp#t&dxc`4o5c5*L;W`M1GkB1^u+4wo3~ey({6P6vY=;Ae5}~_7wzeUE8zC@9RP2i
zIWyxq*GQwDx%G?p?W6HGUC!ZcM*D(LW&A&k@nU+VzFl5BQhuRxK5M51xwQpkY>U#6
z`~~5kRKC204A386h|8c3kfZIt4dsJjS$RBhNPmPHVA~d?^=a0^_P=j+^%*}*cy~dA
zOW>v{CN=}wzLY+bkDA{#!Do?Cp_4R<q*E|EKmwhYEvpSi?TbLCLZOnZj~_*#i|3l)
z@p@|XGo+urV~tEi;=D1&IqPp^hzse@(XoJZNz(T(V|OObzJ-}KGAi4kEG_x66i#oo
z+IhhOXoEy=h>b;gv}VJ~!YSUC(S=ix!TUP3<bV*qY~aioNYkQR`?sd$WBp6hGFm=x
zM=sNi4u}mF3$&>CKOvlRW&c1pSx<f;oKh|_K6tdw%m&4DlRZ+2MR*{3Fi|8Y!i)$A
zpKcm9%`q28=!g2147quz1tWosHoQbPw$LcxG<!S13OB|Leni8Grt*SAz|JwVVOG$?
z<j}bq<weqJx(6}X2a#e&8JEpxb0mAgbvBzsQH+D{QqgeT)B3gHKYjyQ-D|qt!Ct-3
zwlym^Ah11;2O#k<DkORKF9>ymT=L!Zo;)r^wWpz=Fzt!-9aQR%tDT$@o;(nmB^wvW
z4n%)OuE;6;%4T`}{PS&kXhO>@MF}G0Z(l}(y<A_^f-hR6olmTYA($_cQ=l4sp77CG
zGS|7BJ>six%ppqU?`Hk)e@{RAf>;5DCJ5(+xmM*X-DGqD%NH@mrpricL~V=BsKJTN
z`?lS!>boY7ZHqJl0cg0{8>(x_z;bThgkrZB%7k)YJYspoNu%)WLlJ|)0;*WQSW*Qt
zsSs&TxX1xKG2Yz-)0<I23=kRuc9g+3YnEp(gY>J<JSqfwPyB))0R$)}T(bNB8w1Hf
zY4t{kP2n{OTI9S~zOW0I2PUI(T?<<ZotzRqxeGou!NxjRAnK*<q!h|RT<OnyuEseA
z@)yVKwm+VfOH+QGO*RO5J9UPfbipyr@4&FV0wr2g>{Yn3=kS0w<;!MT?67o=ZhHbN
z3PZZlX0S_GgXHhL`6aaZ7`$v4mim#;UYS0<6t%X0pv4_kmC92jtblxjoSRT|xriHP
zdFa4?DPhOrVyk@oWfOd!FJ{mG)72ge?)J750_5QgwFP#wJVL5tX80UVeU|x`9s`B+
zf-XV<hAYYcE#9ov{rS7AwX7<f{{zqC`a@ZAu?)Uc-+#M?ug1TmRFB04{iA<hRr~bC
zpjP{Is-zkMkbJ3C<^0<(?!s$+M}Ozdg%9fFMWqcRdG|4PAI4bhcPG>zzlk~-Uf8!Q
z6b@@^ppjd`ApLdRR;HM+Ygs}~(}ank_iMNSmX+q77i)YgC2K9ZgqIJm{B;XEf2!w{
z2RP9nEQY>1_K-S7d!Ckff(!LHk2Oc^6UVkjUYZlTwJ@hq&VlaxzTkz%<Y1(E{HX!G
zy3>WTG3qJ?wP^YvloRp<t)@ctALMcylm+!p7kO8Zs}2I3xQAN+mb9V30F}S!xLtQw
z(j-Y(M}3yfcenF>1juKAzt^Je;tz>=QC4n5^Bfnog6jbdq8-Rw#yurlCuhbREY8(N
z<vW<kdls{_wp^W1oHn~x-8E;HW|!tsge~wt7xR2eoIfpS(I)h8TV#A)ZqN#vKV?cl
z5Hk+q8VOT*^*v2C{sYKY*u*l&PZ^E^G&d|&n{LXb5@?=@F6125y59lRo37*DH&O2R
z56|koBl02>jh5#PMQi<W6t^31)<S{#O-RAFjv%qi$S{)Ku*$2aJgBC#c|BVxf`eIA
zg?Km^LuDP)=KC4||5K7D$q0a4;gj6|9t9N*W%2<Hhl%o<cPw0NhmH9VhaL*afRXI{
z+h}bd-p%oQ8fp-zeM_8#e|DWYgo~uwh`XpgvB`Oxg~IQl`TXNFwei-e^!j*dp`<zM
zvv=83?e#(1)ec)z)d6S_P9n_7x&m~CD2i6#y@vvR{p0gt^Su(LNG;pbJ$q}Dnc>J?
zn!4nNx~o*%$`$tg#I7XuCgI_3<0eWp3^erYPr_kcLE7lpkVvNTO~`NX+5>}e`1#%u
z`JiAx3PXJ7KCM7axKV0K-wzX(t7+T|`0;J3N*QVS>Tn@pbVZ@LxVXr5vuj86t7bhz
zX$jNV&9Z+#k<+zr{ki{IM4{G3qJ2Qjc`)bPz7zh1(cnh;hq?rPbEJqs_3t$2oos%q
zZ+9uW6+S%K)G<h_xXAi@%gu?#fzcyL=dKxxh<a5$!2nty#?F!4GoSUv;lZF@`+D)W
z5osg8gWiRvDy(F`3i1m7Ql6k~fF4gnyxl10;9>O%2C)*2hrdU8ZfQkc0r~CO?cFYS
zZ}_nwEW$Xp&{ET)@+8?V^(uvX$4@Q6pcM3*cV&78<E0Wta<*NKrGpbf9ZlSTlFs(T
z4JYyanja2Bh<sy6(@1JQ(_%7aXn?>%?`jsk^rRI7ASUc+*N85)N}4&b8a~>GfI$za
zXP=>1E7VCVsKs0u{e=6U*AFxCc_c&^S4nsAKY};0l2yNnr_Q)MS~$KP>S`maYS2@K
z7`p0M<t4n<1J|6>XtwOh$8N3u5CVihK*ZX{aIBc_$EwhHYCoZ~1B4<<a5(K6do(X|
zu$rUC(KL2mBr{({dT_F};~QNRzbp(k#IJP{XfrakD58bF6jYa)aB7r3lxzD6=8ugP
zlR&~rZ)%D3LH;OAQ)e|c%<<5}^KNK9q^_$=NU*yBhE!CLEXg*3E^q!#?3nVVYHcFv
zE5OodIW6Wx)T(Yq6y6!?E<o`i)Hw_o)f;6IpJU~6kZN)=wCKh?=fTDp<wSu|JA>gk
z^8TaDK36lG3;lbziHo1~<lI32U`&xHuw{=)<<0EVPVHy{c6JV2y)Y8zomEYI(!g||
zBc+LMuR+wiSGa_80?670esuU;OyH=zKOti)j=#ugTE9`#s2r~G$Nrd$6hi57ckp8)
zen!>=AD5MZhTCv;oA)xMN;{3at>M93>R-=_oiLwR+;AZPq9JRM(nu8Nz}EseGXh7J
ztE;YU@hP!o{fl#UpA&Gd5M&=WY$l5EY3LcVikNM*yC3!bbq@}<+?XZeX)HTet@ej_
zhj}+{+Du!k8uEkj;luF8r2*y6AlV(5&zAzV9IT3M91AB)zVt|(aLHiaJ!)Y`KP8X^
z3s^4Kc35VNrnHN6+b>4F;9*$vSif1ijbfsPV%NS3bH!An8DB<;K6kON$YlzAKQop|
z3fV;wTc(G=Z7v`iH22Nw@8|y4_O76uCaEUx!-B0uoiLGyu~4n%0sY<a$EySDOHhGH
zB%C_&8W6|*T9)?e*7}5ITujtu9CMm!)T~0ZouFME*<IFQoKKnr3LFX*Mgr|qAyh6H
zk&IJV9EN4M3<eEa{ma(xLKpe+$dzkshQ9ce?e$P!GdxxY4x1%NM&hNpGH#q`F&e?~
zUu0dqD&q@LUXE=x3o7vgZ{&2zXlmxD=Qonn+jh933!x002l}J3a!c<4Jm23B9}%$j
z{v(9zi8FEreoRq<St|dWu)0$QzrdNhb!{P{G~IKPG?J{2XJ0@5`PE=G4}ZzuPqv=9
zm0i$$>>~=dUv(l%jGuynGOTcZtSvz}Vmca%XCY!ElBr2eTw3qbaW^y_1MF0MSsL^D
zm9_1rY!#B_U1TCvmsBk5TQw{{b9<at?HNObCF_N18_sguX-uHaZ4bd0c))Q20WeLF
z{FTfneFpnf51%x0<z_{-ch~b#t4ds5m&j1MC7kN9N=xmE0bn1>$JLV>jUR5Di#Hst
zZsGmt(x|ZX!nCLJ3<f)~+`Qyi&DG@vFdi?2zr6}0K*@ME{dWSRg1(U~{cI2U8gixO
zqeAqj62}hBW!@%C-{!?W@V)YuBIEU4qr9$^81j$x=G+Hy@~Y7tCkR-VVbfy894l*H
zSM1mH*z!N84c^dz%g*?c&X6Xa#z+mx?(3UtpzluuE%!xLXx}Q>ZOld3A7viPX<BlN
z1$|r^I&f-*nxC$+DjDox4YSG%3V?a;EtYYTLMM3OyuTW5`28PriJ4MMNi^a{ll=Hi
zu^i~+Gl#>gdM3?yol~JRsgPT3dG>H0g!5Vhy!Eui=+!sXe{AbRFp9LSf$ct;w>Lsu
zlvN9_(fUTxi9-v?gXhY(Mtudcl}i3mk+^-GJiT$O^u?e4oBj{s-7%k<k4^mGi&{B3
z&1Vix4#CK%A>XV}AJuFzso`hkx13eyz+7ohx$e7m3U04OX*#~4sT`m^CVDcrfB0|+
zu+s6po?;Vmmhbd~CwYg$dLCwdN(x1qNF$4Byl4Nc^7QTtfQw4`xj*)Ietd~1Y2=qk
zf^8DqwlgGINgf04xD@P~UtUJE9WHMt=2JB~t(!k#lrUtc(lMCNs+bjob880efUGXx
zL;vGauOMRO=Tq*4v;(0q2*Q%>8T3}D&gRH3ZV`yzahMyqJZ%SaVqi===TCO@a35IS
z=c^(0lzm&5((_>X=VgfgL^i6j?XS1oKmLL?@=X}&OTe_AeR=-__pe0%kHkO*#v^AY
zr@_w$W`_8${P*iBt=2DhxW+~x)#LV$pZ)%)LN6~2QSJNNS4f{Vsw_sovFo|WFlfd<
zwu(Ks6~A?f%1_1E!>iHHYObgYPsd|%RFj>!jOug=$rRynT3)#;XB!BBk)v;}09gDi
zDB_$?tiaE&l+8zQ1phLW!oulr+^w}SQ**x8%h2b#zE?J#@u=W<mZ6}a6dIfUeg)Wn
zS-5#P7M3*36@e2G^t3S;MjOu%&y<&}{U>m=$4Fil0DRk6y_~VG7VB7bEChB)lCB$E
zW|PM$6U%u)g@0#b=DJ7X{>ZP{{^2szD${MlPQkgUnSqJhRZXaO5LOINZI1c#wff!n
z+!|0m)=1mU#d0unWh|Ov7OdU+V1M9#+t3!DH&S=cPK?CTbP6%=wYUP_Wry|CtDjGS
zcpGbEp_BEk@%Fei_oSA<&-pR|Dn8HI%5GQIGugpp{@aBy5$^>O*TK7Y3`kw`FzJ_)
zWrYSWoB8PLH9EB*uY|lySiUD4*@(%yDQw>CJTFWUg!N#NMz#{Tj769e>$K<mdHuLW
zTdKT2d^$Ftto5CBtp=5vG3BY#!)yT^8SlC9zI+J%;mq}lY=8C-x_MkHCl}ymZ2hk{
zBK!09SFWJb4%>HgBVZfyeGPL#P8D$y+mD=OZ}P<U80mPH=4L#OE*T^>OC%bD9AfJZ
zVkkcakRN@%yWu{wnYd-jvJMislMF7d^(QuRshK?RhRF+lIbPKNc?OS-f6kO&WJjzN
z+(Rm9K1{FPyfz^K`9SpQg;7%Wpsyk*YH^30ixnfO*HEeXc*iu(#DKZj)1;%=A|~7q
z_Ogu^Vw*vLyRx1%%hT#F(>$e}_tWQFX^uz+N_~gWZF+s0U!pu#<@5AT*HU$*^xpfL
zFXPBkV>4<uDdTI=eN}m8MW*l)ut|fc2dA^AoJVfOOD@!MB;SFm4VGkCz2*606y+X~
zGAy++n+IETAyM8<iAqbu!{gYtvu7Cb-dyD&?#Fd>=+Qb#6s=OwY+;q3l?Z-$VKdJC
zblQ73ZWGQe8Y;2R9?x#r>e5O}2H!qW>s!pq=qmUSrOJvcAu3~4@pPD$)rY=s>WgS=
zeRWFtk7H~&k$TRiaO8rrpzumiep!CZQOUXK*OV2H8`;OyiIZ)!;d~*ZWvc>pHl43N
zNU1IxCVq8x>KWUwBdI?wpk%FO*DEXZ7mfJWS#s9z(Ga7baI?NPO=%eaGGr=JLe!It
z7#4zDL2DJp;&S{E)G9c@j52mx%+=e^$-Sb%q4s%jI}#Mqv$ao{oeZE%$b4rouPhIN
zm|<dRDhM-dCPeXQJK3Q`wquFZ5p#AuA#xkgvKv2v{3q1_Al&k1@)~@+0FF+D;Rkei
z@4gkml92Lf5jOA4jl1`iNK^IT0Og{lbf)<wD(+4u(>hHtw<3Si!m`qZNcNYv*IY>+
z($#YGBdmHNe6Y##j;G4ln#rvyWUu=o9e+(uRksr~&4P`N2M}xaKWzBIMhjhc3{W68
za{9t!u^O+DR1Xtmf~8LiI!=GO`hA?vr0L?%B`hKo*vToV38L(x9|j%4RrquACx2F1
z`Q_?siCpoyx93oE9;@75q*h+IGK)(mroIdLfCUlp99dA|XJa3!%PB-lC1&vCkp()|
zG=h#bDn8(@#Aci!sKuxfCJE#bDxe(|h_hh7;@cGHX^AUlJC<xs457nei$Nmb_@-s0
z^>&-Y{ZkW1c_!)Tx&D>Dg`;d*;8Es{bygoSb5>s4hgTj==Q_6A)DEewj%mT0G^H7F
z#)}%E0vhD3O)85jaS%-w7S*vRHCyzM8psEq6*-EzdT>1Odc}?Cb#tvott?Dv1eC7-
zt`rW}1DHscTsX`15HE4ZAk1bxF(WkndT^=-iYpJBdb!Qkh_HW9h#CxezeMIG3Yd72
zxs*G}n22R%RjwQ9m~;)Bi=SkcwDQ=Prp@`5eF?2`z4+UccynuE&9mq}k0@H*cGUB-
zX9D60j9iX05h)hOe%<foN#{pq^BZ^J`)dHUqo^&STd{B_m`h4pkDewd+FjpaT^5#4
zZ1Sn`PR*FqHvSLp61n2oMWJC_;T_SJpRJmik5ZkJbvl-tgphZAr29P5-eQ41<`S>1
z_oJo!H5|EA9b7jZcx=GsxgC>qrIA^5oaU}RXAu<@O3XSTej6QN2MnoL9u#fqcrnG<
zUl$t0rDAiu9+UTJ7!2Jn&ljyl83&oOkEZu-%99&IL6KIahk)-~q2N^M;v-p?s`OMy
zc?I3BVGUtwdxaGEx`UVb(@@?X;R%;YFN$DyH`SDaZf9~$s)C6}lk&jL@CRV*cz7rS
z^v}0;R+SSf+o|8+1G(A5V@6bkn&ZLn!&rD=c|(6h{wY?zDJEk(<Aoh)?x7R~1__Vp
zo8N4<J}bc=a{J=a%^0otgB#fEx*(E<BfvE}Z$PM?r9fT;5-YH+z8sLoL|%@4-aIxj
z9S(Q?o!em>MZqe*Swk8h%K71tq!Zs>VP*Aht1Yd2J`hnyr6{{PUG2kqa$uMh5S+~N
zMf+yL_CVfHXI9hzs|Ur26{UyPljq38gi#6v=6QawL?#FrHHb-c5)PRSiSI6<nZCW+
zHLR^)Er28Gjy;K^*0qLwI!CgnLk0J)A<7B6Hsf<P%OH!b18qbEXd@a+ba}mqRi?3f
zgB}#)5By4wXj}B8!O%3wDaEPBJu(^-ug0qjIp19fZ}Pj^<I$2rW9`A_qMdU9Vs~A#
zq(STNar2H<fM=dOkF{d%#{sjhO88`Ub<>4D{u^$4tZZqee(ENBP&C9Z_TWTP)fw#h
zcr_h=rrc{d=fVFK3O*usd;ct+z(2|7jO=%JztNT-&JFj5(glZZYn`q$vtkS0jzS3Y
z{<eT?leBbMkUg_7BH|bv;T3WFlF8b<{=BLl_r^?6tX0T$Bfu5kjFW%7Urfa^1!5O6
zd6YRlMPsW&6z}%a*GEvE>nx%gyV@&SxVD6;<tdl(v9-m(svQJ#Vlqn$D~_#%ltvOf
zZB%6>=`IIzVQ~(AV|3yZ^a7fNlZ3Q+AT$`Ya2}EiBWOel@Z|%-+;~~ZPY@mas=29n
zQUyl8=XQyeakVS^&iJE9e}~bn752Ckpj<S-xNrB_dJjJUZL3m-Rax8l37`DkxPnbq
zEb0|_V~7f&j#7v{rTWkf6`=vdI*CT6odCfD252kFC}HgvowozHyFWqavA(mNm6t=9
zG@edJ*XKPQiLu91-edTbSr#ql6!YEzwA`3FoRaVOB8;6DU2a~L;!Hrkc3w`Fny}w?
z=LnA*QT^&l+HiUGwr)HwlU`d2^R*Y$qTS{cp%yf)H?5UjnU5eZW-}u<J^iMrOHb>F
zx=7ps)+nJE_Xn#fX6#mTaURNh@7v8!i_4{i&wGG00{0B159BXTJTmIbv6P7H)b&$n
z>FN%gO;-F!FF9^8+?Seex7TGOGXlqjm$9OU?rmW$OoQF!PA*$pQQ0Ih-AnDcv5a&3
zIsKuDbW5mRsuUc#=m%fyZc+koB<$zFWhK~<uE+u~^c6hqh%N5-yKJ%L_*}&H6Jl?*
z8GhAwTf$UbIESmv*k@?*9@GCW2$4B<ebkW!^H5TwMYuxV*R^uJb?xL-`X1tpU?%JD
zWm*ObNRNjmg|o&wH>fn1%$Or0MQN}#<+gG<L0vddLXS;RkUb;gLy!A)77+MxU2bEZ
z?)=4cb@rr*&FX5#_nwaLYtkGAa>+uqx$}(=(wF_5{8XF%Xy=d9a*6^gQes>x-28cs
zz6u1fQYhzj%eqByD2>-~BO2?l;w#RT;d&ZFMP2@EW}L+naOnho^taT>Jb=C|hp(=1
zB}6mHC3cF=>EU|0RhYmDU=Hleavi34sRSBsuQr9ksMvgqhuj03+Ov0SpC6hwr@IH6
zV#!-hqteW~OQw(KmYsSuPtREK&@N?=03C6J-@;l(0`g1YrfCy`i>qD;B*mT8y(=!K
zQT=%LHpj@ux;yZ8mE^v=3}MK44B3~ee1}3W3P~+>i(YK~r+>))@6uGvyBl|)395+M
z=hG0k9C5ApCgZcH_=v`tlUgWrcx;WV&Ula>?@Z0)^^j5megQffn*J2Hi#Z)_9|DdU
zv#`94&S!fR#W(Z4ILfametI)V4P`4}B8!C7w8>HDOf?7+CLd+UOWzsY3Uc|0sT6c#
zR@QD(G=-zi7Zhv>6c%i4=`M>Pf9-WJP=X*NUHz_Bi{|YDG+z;J$jK3A6bF4{QBxKw
zkP@rE<cLZ?&M_ESyuz$xnWGDN_1CgH*sJ3}(jVxa>MKliE;dGtRgWs#*Jcyqau8Sy
z!|FB{N*KlcJo%{DaQsn`BSX!S8#h?s%rMQV)!&WFFBI@CwF|JJ_qo<#=zMGXA@(u#
zr=z2;NbA~sMy<N8dCQ-L#`;s{HSgj$Dw3|cd5&~+Gp}L*(j1?)gT_ndFAQ5I4TN8-
z;X6`bxu1Ps!j&?AK6wtkIG2JzuJSn@SuM2UDmCuI6yO*z8cs7@y~>b3ES=Qxbb;d(
z%x_^I7#Y(HEWsYka-d85uy1dl>E|OmcUO+tIt!_Gst+fIX~wAr?b0aDFpUux7;VpV
zKspxT;do4mL)6v#bOd@#DW>!k0q@2^XB^E0WA3nh?@F2o;eI%PaUgqFlvSvpJ_&Je
zvt3EMtu?R=Nqp|q(85Ro76z13f-j}xK<AmbH@OTNz&_!-f}e>${i`M(v2^>;>Swos
z4NuNEh%cET<4=C(=*ZKjBJpzk)W>}&DD%9U2O6vv<#A`)$#UYUN&%iDb%RQAZDohE
zj`;^#<sCs+*oP_>JSgPXs(JQws$979ZZG9-2H?-ay6@9<HmxE%8OW&5e1|vxc*GX;
zDbf?7OE-UmQ$Zn4C7|~D$Kl*=Me5#d0`0N9y!=k86dW!kfulB$AdWYnjv!QnMNc$Y
zJC^OQ8e9<aHMs(7J`V~ujR%_x&i|~u?{HqH7uFP(5sl40y?=Pw<=;B>ub0vPtzT2M
zZYIT>)gGxZ8%YvU^F3t8OWN%`@36}h=3m&JGvpjC3MAY1em(ja7gyBe;bSm?6<b2o
z{N*7lk=yl|$>fGg8@uj_RP5cu@b?2&w<-twobxViv9)bJ?~%qN%|u6uY|)c=P1MV(
zG+E2KH{7*>A6*N1j4d4B?DWgn){&C~PZCc}#=rV$J)W#IGZpjLC}nth;4>Qyho`!p
zCDhxOCQ!b*sc!ZRy&D#XnNEIu6)VAcPVN5gYgPi{SbmbZefPEISz|{`oEhvrm^T5@
z33CnWGzP?7N2#XMhM!h~+9I4I{i(nbIL;}frG-^f^=j^MIu>DD@tafC;NV66rjoE8
zEH#^Nr%hw^NSa>?MS1sPol2y2U9M{b!yTc;5jk=n3XR^-wloG&F7-&Jd5jxwE}(N=
z*KYa+(U&Uq<59+`Z_$ihHJmeKoyCwWr_Mc@@gA699eFJ2g#?x+?EB6*IO?aRozau9
zT60X!xTy-2^EYYj&pa&KA9QPN;}Y*JM=jf2o4D3J2$Jve6QULc5(^O)vDr_$-~$pI
zawLo-Qsi;qGk0^r^~27UcgL?IAC9B)MG)@8hr~u(V&>>~cw`ITM3wy3J(n9=BA~~-
z`+oZW^n(_n(|onOo!k5kyQweH9jUxm>9tR~fLODx&W8EtSn)!%uk!CnTk6T@>d&WP
z=C6<rU>&oMJ)3a+9LraSR>BhM$0fFR5sN~^rBLm6(V0_euEoDIEORbCO-(i`deHfx
zM@+xTKRTuw4{6n-<Q|Q_1sa=gS%>O+a9u(UI`hHicVX03$8UsPYv$Yom*Jixja|k9
zzIJ(1p$2Sy?rziUoovRZo|u=zii6@p=XUTa(a?kytX$4s72Mbp?&kr0Y_TeW%we$h
zL>`tU+WoH*lCQ4p1jFZcT*PYXQNVHe!0N#Zj)A18;B7hc6U0M$3bvdZo3i^A-2i1N
z&zI>ea~LS8V^zS!)xJCr=?`^1wfpVO<eX^jM&A2{M?P0U3C^x%24v@(inHR;Shh8E
zIqV%dNT!BzNQqfI+UMJ+=@VYHOLk2Bpo9oOaIx{jwxvc!<z<c}OorNRGcHhz9Ag#Z
zPAMTh{eJ0Pyv@>K#b|uDmWd@}{~Q4U%6A)utpKa@SZO}C7%Vb`1DAIX+2D02=-SFa
z?s5vF{5IqS+@_i%#dXJPVVn|ikXX<<EB)QF19}QfJ>T*JUPzi)FO3}@QO4AnP-aZT
zX-q<dNUt{rX&*nJpLy*3l_mYhhJF}*|9syGPi!VO`V&krI%MNUwOJ=Jmpn88^)f*)
zol+`g-_*X}YHGu{8@Eyyv%6uJ{&D~zZ}_Y)CPaxa5B?6bv3*<#9(80j@V>_{qx40t
zD7LLvc;K#)PNnp|XargtBT}lby6tq?4(=r<Fr#J3F=Se`AFcybfNO<|BZ`iu>T6zg
z7BqSYpPU0kXL31(@srBkihcYeINS=Kr1pO9@&($6S7S(^eJY3@<r=;wF39bjh@YHg
z*h!%;HnVC`!)e|8kQaJ_PRQ?=b0I%v%Wl9A)eP2ml8(gb`Q~vh7Nla^mS)~+B~xU7
z-d?J|8m`{4=axye2bTHA*h%lNOsRq1IFwwE8C`XxBO+t!voT6RaKbYrr?IJVhbH##
z3WX9@=m7~&Xg0T+)*aBxCnZEDwJ}ec567vL#j>JKMLNuO-&lv_<B)Re`0bawsr0`&
zP({Hbo@f7#E7Z9bPQCyy>d?F*pT5A+S&<WV2Rp(tYbtcTu(`s%MJuQ?)6M->fGeVH
zdmr+#61urEW>U14@6yv>%7qDT%QKGg))pkD0|CSRTXM)G>Q%BlUwRLLE074`<0(6}
z(1oV#a!F+|JZF>_GKANAj^vYujUR7!IyU~`axeSFZnNIl=TK_?w)rjj$G)DM!0e?o
zN=&W!=M*XxW@r9Pr|rcD7g4LS;<<)uJru0s=tMLVvut5qd`;1tuYTbyG2N5hBARsC
zxdB9hwgDYzF+9*vnEEFJdVwxQ`^4v?7jr9Bv{f8bP=j;;VGchMILOhMkgeAAg7#N<
zduTTqii%gAKL+F&pOauzXR?q_x6rTNR+ot5*|{;t!eLu#a3p^t)vVG4sWF3c`#hkc
zKS^Rx;QsX>8pM?8*r)LP98ELJ-X@SbqLyl*PA31LpFF!3w?mQ?H^NVO%)U#gIMy4a
z+idVD)(MVX_sS_ZF!!0D-EPX95G>6lzkxm<gUd?myN-P+l6cvN3{v;!ZWEWCa@sxl
z4xbWm8xBi$#i96II(K*5*LDTeq7QWmn>dRLtbp{g0~nQt5EV$}J)uIU7_083nobx1
zFO_vWQCV`sQAt{fxcSZ~jBGjn)MTYo<wWzT-5&3}CQ4Mv;t1@yWus%O>rQ`Bjyk9M
zDc;2AWQ8=p@G$*aWF8X4>y<@UGFtwF-|riAr~3_b8E+loj7(FjOIYVwd_PEpBXUZB
zCelWJF>Nn=z%Kp#6@B{x24j%krGzqsuo7Q0$6k<PP^f^Um~#3oN!6Fk{?$5pMUgbV
zVruaTw&tsmYR4ZI{`HN{K|<;BbE-;9&e@5u&kf%t#QB=rj|70HxHRj*Uzk)*dqpyZ
zU{u6oSTMzU69oFd-Ja_+73e_Dt9&Qy&B2_&-ZyoqR2L-Qi6~%T$S@9ytrYiD*$vc`
zN$ZZW2R0U6YpLvI!pdIiJ6En;mOX4GszW4V$MYaUvCl|@q@=oJx(Jmtw<|Gg>}B~B
z%)0qrIxMrVR7zcix}0V*1y14!du>Kzl{9<DRDkE`E^17f8Ap1xYQ+zNcKG()_bO?@
z3k>;mfU!+eKd5L>tG6K`27^~m)3?Um!;M%yqo9kGVS>M3N+VXu+$h)egh83Vz8M}q
zx!9AB(OXP*XidLoNS`{BD{irog*Co*rw;0PyX7tcTWD{%1fjfywr$RI18y?K#R_Y-
zFI|}s=!Hjhe`~pN?3se{Q?26Gvb%@wQ00D6bzJgtM9UEvYs{;ii{`!YxfbJK{qrm$
zK7exTXrLbNz-KHR^lKNNsxs6dIRP0gh>)9+V7Y|2;~2_gh5cp{GfvvR#v}bmtiPU!
zEqnm0xxe_NVVqH>UUNTYR)gH+HEREs?rrIxe8I#0R~MLcn3RiZU`hA_XUEJsL|GC-
z|I?#iPDrtWySI8PSw~(Wx@*eSeo5`_n=hkD$8(d?kad+t<bknmPmau--bElKDwmnx
zN}A9-n|#|CpQImnE#l=X5QLgfpq9BcoU%_9$T9=`VmBA`o~ctnk3oanl|v|-QXhrR
zj!Zyi1qKkoqdRSw8$csE9<#l-^*LfdPr^gO%uiWp*1jZD1e!LrCUtvH9v@{9wZsR^
zmC4h{j5_!TIY$khCM~%3$yZS+$hvnE*s6;Hd1Pp2^hN;3k+|UPJ{LxfhE%GPF0PW^
z?C0&0qruJYL=BlB3-ugdT@={VSS2czy-9&R&}OC|qRQb?5B7Mt=ZW!%`{YjDBeTW}
zIjSND!1&$OzL`6D{;~N;O$Wego%7Un?*gmbG<UbvP!JY8-CAchj@a?2S8&~&>J4(+
zDF-oQ@&r{AdrI9R=Cp<#iwzFDPCogBvDp0G4}KBTXcH=N(q)PL&@@X3IFFSQRMe{_
zcIjNi0w);rH~Ns74I+#En2^XbBp}@`u4xm7-+T@}DDNnz=@@Y)*__ykgT<oTn(n;7
z^7*BU%315~&P7kcP%Lzq+$XiG{5J0KXaufCd2I@tSBWd+6Fh^D0$iFWRBwGDm12<m
z&VV2C^?pfF{fCUnZ0q(p77^<J!h4oo&4J^JgiD&0UL2cllpY+L{&>{pwFpC>pok?1
z>(#|487gPy{6HWSZQsbiAXAOv(hVfAELzzb2VOe-(jhhxrbCqxlOsBp>cod~xA6+4
zn3tAYo<BH^4zRD2!gs9b+)&`xdP7%|h-!;CmKu`UeXgHdRa?cCTGU!`^UjhVE4A5+
zx}r%V)yxomF_)-OICFzKX^h_rvQ&c{lLIwh8G=t=7vT6FB!TAoJET=sEP_*}xzx2S
zw2ZONMA87mLTW^d@@dQGM#KqmT^uu^J01Z;A3sdXlg3vNecty4_me#loKvp+f)<i6
z7Ln;H<1kLcb+n-#t^$h2Hhkj<Wm?>)UZh<HMFj`2V#=;P219#L4CZc-)?#q_)rIHB
zt}w?c^Ou0KapZAMv@QiLG}T^$hDp?;*RSZiIruyH0>Ploq8vdvd*zHQ?zHslaHR2q
z)WAVzpGyoq1i(p1tHj6V*A~i>bNp5v{%VAGLls;=vdc*9=uN#Fcj1Az%puJxso|Cb
zCP!SGY1h3kh5sI(%H_OO(5G*GR3Cc|sg`=#b*-GEnMjf^2g^H@ToTMFl}u;3bM&+v
zg2Jnlq-e3X&yJ=^$i~LNa=(^`6qJS_ffCbR^m#Bofbr&)zKf(o(rkr{Ph#l56rWE%
z=xHTM3_gKD_iWc<_zy-Cy(i&N^I3_TUfUDIz!?dpJwHGM*xW<x=X6T_aUWXvN9A47
ztSqjO{E&ziQ8ZUmW8cykn379rNNSf#E|o}7%0#a%1B+nDvCv9&3eTVwdyL-h7gwqu
zryiUv<bYaRRSLuxqaVijKt@Rsd{hG3_(J0YW@D8&<z3~F-8<Kh9BxuV54jxXCq=@J
z?dS4S4(tZbKAI<(%8T>+=9{u~s+IZ#;vhPqsbAdDTZ(C3cx=@nAxIf^rp#TKi@GD|
zW#bR9&DQ*p!dO;3T&q@YWBfH;Kt~Hq<Pr$M81u4+*F(TQSci2?*kVd(JFFP-0XEuH
z<D7`TWX#<BwAa)2T&a<7fLO6}+S(RISNaOFLw4VBIP4X>+MkBSLCVMo+QXG*R81<z
z*Zl@gQKLQGN)2kev&O$30}Dr(<o4C-)Y#eO_FvDyxzuO1Gl~$d@5&zczexxf^Huyn
zBVX;-o=rc=D+OUV5nkWG%Dh)y&GRT1t=&*mhYNgnLW1xlEoro@_!ZM)YA(SoDaLKV
z8Keffo+MAfQh4{kvPXw9WrnN$O7J+RFVX>ENa5y*lG9Afc}U)cyy#t5!pg(BU1XS6
z$bc`>R6#o%U0hqYWD*QB6V&$18W1Q(Kdt2R*D-?1nym?ls%T!{Rw<BZb!$CE#S-Fn
zK^al*w(%>0YN2kCxkgHTmcW`XQWPJ>ki;UhjFi$$(BbL&7zSuzH$BGR(oR$E+8hT5
z&{T0Xil4v>`w>g2q%lmJ@N5rkx+8Q+1DE@=B2T9juFyayGdjBx;Z!J+c%0%G#h`q`
z3NHJaRB`1rBEv?=Wrtdh#d^`#Vt@kyjo5_PDNu4`Scc^2*2LnsYc2z_W@pC3<*t<O
z0U?%5Z8o1CTXm0BLZnuMX}xmMo;vKFaxxRrGSOg@S5^2T8`ek!j(ilGJnLNOs6c1(
zz6R{=fnG6=zAXU$%H<MsBs3%dYpXe93mv}U$lR*4NXTzOGND*!cBCjfKX?Dv)1c5o
z3#faF5!!9evgD)<ETTQm5a@Qu9qT>;iIz0>HOm+PhANUh-&T{xE>N~!PJS0dZ)ds?
z%%-vh!||UtZVM0g?T>p~Oop`E;~PszZkF>$m8u<Ts}{rJP5+)OMxF%M&Y+9Ns?NNY
zaiE&|02ui%rHg_se=yzU(M!{c>1tT!I7Nkdxw!rr_B&j>N6YbG*g6~qRcwPeow#{s
zN3fI%mkOcxQ~EX%&_uq>Pw#D3WE?>>5vLIqco69-_M3=oy>>oHt;M`C*HC~WfRonw
zFlNHl9@OP%Ysl_(LN!X~A1u<Jo!`S&f-T8h06I++%!<%_aBr7G;m;2~VxVz$OmW=C
z*emg8@GBuYFp)=!y~?E{|9IdIjVn=tD8<!y^j4kk8Zpq38)I7|hc?!3fB7V1_Uw>J
zyyU%n-@<WDepxh}(Jk5(Vqw00G{f5g@RQie;76~TWhrgm<D{dmcCpd4Gk6Tp=>^Jj
zl44hR`z!_#|KM}&*s&sS?{C(lErL-}!<VlPx}<7GdVT!ovg|cO`!8_C{RLd1D{E``
z=rW^nBF?mQ_vZDXZ{$6|RU!+J##8(=9)o+$7dO8@pYew}I_Og|w&mPwn^nOHX*$~c
z1j>65<yf(9934jXlaqH4(uK!wMv14YF^b=;7e>=0%cVoZ3t-{Kd3=U;Yq-)rEP4yB
zJ^sJxX{>h1qsYQ*al+OrJMVvl?JHx>(JJ0-?NzyyCyp^w=tg}yOD!rIC=pb<*GZcd
z6JzA=Z1dr&n1Eqpq+%yt0&M5yA8BN`ud#pq=5V4rgSGU#H_fMY(|7ve-*n77Xn5g2
z5Drz3*ZBNjnCPFbHmFBBhV`fQ)^ZxPZt_3r8tmW~qO?sq^mTUCzi3JjEtA3c2NiN(
zC+&<8el=>OR%HR0iViv~UxE9Zh6yh(J{>8lqjD9_Wzyl4GRSRc^6wN|WU`$(ocoUD
z8KgFQ-K{xG@Ug61K{f-sdh9Ab4K}^qf#ZghOuoxSTc&`-ZQ|$0AMOJPHRT5w+^&Q8
zk4ucVU+-p>nw5Oo;piTT0>j8_$3i+BzIjNmFpTUe|0Ww#zOZgLhre36P*_@6aWe4~
zO*zvK>bg9%K-t(fxO8^usdG{`*to<Zz=D5x)|4@kkU~2Qz9-UeJjHgC?;>p0Dx6*4
z_1=6a&beRiF5`zw&9aTSlE0}>_lHR3q>X4r6#eQnRcfTqT~T1<<Dzbsp-Vm0Ql@ly
zNbh)alHhX4STy%+QKja0FF;P2){F|jtO^0f>yr|zv{ec0!lc32E{q}K9gz6(g!Doe
zct&6&5}@!6c9?;Bog>^cS;dkdp-T)<-V~a8*+lpD)OSU8FN|%9t;U(nLR{Ti!i-w;
z>bN;rWFU<lap<uCbe|fF?J%ijRfOF3mgZswV?ap(8oWqo7_m<2AXjsl0-uL5BvHDn
zjPi?eqmzbCK<ieoR>9(*yTnR+^37BW3C!sAQIDM!t^(cVzP$#-m9n#jc!b1nn2XO5
z0!-WUy5<*rGU(fA@9mSFY==XmLmd#N<(}8Xzoc(z#+kk#^Am~mN8a`_Di^qg;{i^D
z&?rQ}-zdw}+)Ox@{bMY~0huVHC+EJ?=cDPl^6S{?M=+JT;8v07pbl4rxC4sNSKM}-
z_Sx&omqYaV<r*XGYKpTfZgn3#dQF;m@1)M6km~mfSa|Pt5kiQaW>#<7$*rg9U2JqE
z|CY9B6n;rtDat>{WK4~{lOim!4rhilqyHjsa_S(!DIH5i*6ZhW(&<B5Czdp$f!tgq
zHrqvgNUL~;8i!zFxC;Dq=LGzQG94~t@st#oo9_oseYg_A8MQ>0w{oJDV*etweYA_|
zxJ`Q1u^=Sv(!LUCHf<Y}WGaDLBADdHxy4<w`-YVsZv=aiAEEJ!o8YbHH7bTrVWa@H
z7_LadGuBdLGLcTV$5+rg!(^W?q0boHwK-`uI1U^s7w45_JMS-#<=DQJ?>IOlGV4|z
zX9qlgOgmz*i+lB+HZXTe&o_)bza<={tD7sQz>q`hMt`$XixZuHCN5miqyySd7N<ZY
z)niWwpKZ-T?u14swv20$*-Q2(=Yj5wh`E!mtWwa<9y0t&TmT(_P%6@s@6sbEc3cl;
z+a*)eU0cQ`Sf8`wC98(hhmU_jOn3~%t0ZFHPVTxK&~BV`cZx@ST=@qJz66mD0#U31
zKjfzcLn%h`j}|LIs?1zk@+pkI#VDGYVPpvbh;o@((o~vr{wz~H0oayb{!N<0eHol+
zNkP$qx2%SK^9`K^j(^cc_3Yq?maSyzhQB`!s-#+lU=_IEqlvEoo4lC(PXtFVfIBzj
z6O0*389#O(-^_2|<x6DhX^_vvXCp2q79@m|zcsCWBV8jDp^x#NK9r=!m?2#9SJ3Z6
zChi%fCYxc>7H#%3NBu(GX_c&&l02Ax7GRqh*N&ctPoQOYMkD^hUdriwCLn=a{UROr
z%fn_B)9l-VUsBM{$HZm&gJjuat~gJIpM1g<G-0gv8RiW88WJtKR|KQ%Q_$?t$(B8S
z3V*FIjHVF(>Xd-!2(N9_EpGHUvM|zvio4>;E8~mHxGITeTmOo(_zncl6ec_m*<qE4
zmk`BABfzu9*B99Cdf+eQ_425gsM{TB)9cFIouCZWB!+QZPjqrvYA;g6&NhlGI**8?
zS9lm{!1FgmfI3kM8_qWEYZ}frDfw1XkpR9q&?d{cysM2Y<*A?oMwJ|5DEvjIz9x6k
z3K<f>NouvC9zY>hzS#T#p-tWUi9qD)KNw5-o5hnK<Wk}N!o=^5Hi9H_@XWN0BSFFl
z$23S72>=lr-0L;wOkCb+AO#5|pvXY`+vy1O3h0F$-IjX0elLF_htf+)R>9R&QSu7?
zu!LhqHC-tFTX*_N-%}zym12bze1t6xW2h;qIgkYb_E<&U*a9MyHgeZ*f+De$rt{Nc
z{rhMdGR`j<Rkmax=@;Po=)|jL->-Bbn8MQzfa*Y=kJ<|7;iy0m5MSmCDTO>3Q&g3j
zrXhw`HEq8wXam|V<otpzIUB>QvSUYd4(BSu481s`&SVRJX#zswKcN}fAz;*h@>I-7
z@|7h<UWTNr@zVRKM0u}dRRt8AU__EmfMCH^4Qo|N=Li*shV0M+YKT-+iQoI>w7)7O
ziA8s(5W$gfjHQ6iEz^-$2<Nc@Q)>;x%mmEHY*5qli%$U)(r%Z?Z9qHcx~CK8>0DX=
zGgmz%^`Q)em7w6Rl!zCMoC|$N1%+tc17=48i71k)`eqY&$F)RG7^;MMrrgzQp`bAR
z`){z=8^5)@*i+#xZ7`oaD5_2SZ?oFeM&x!wSZi5)o@`ZUif)coxivnR=rX8M8jb=w
zW_l*ZxVgEtQ>Scdu9(Qc4-}O@p=70Hb<8yQms*?glvb}_-50J_D_-f9c*Cm~BL0|U
z!(*^Qw?%uENoAWb*#u>V^3B%0BCJ-1kDTd&dTBU|th9nKaIKs%a-5+|<Z~{z@xf6P
zihNVDFu?=2&rnwNhp01(9K9#MPvNqjisUC$D1^DQx}bQP-<M^(f321(!-L)nf=s^$
z3)7LCQS9$~h-AjFVer!dW*opo3Z?u8*owJm_Lm_S;Z^v}X%VT>uQ1>6)7b^HOXbsv
z^N@me3bL!wPM)xBBsgy54kQnSk)P^!;+~D6mUL|EF;Xm9aOV(Ia}Y`S*ooT&JeBsM
zqQQ?WGh*+%R2uGQ&G&5UM}<eD<(8qk?zK;~dIaIk)%H7>m7GuJy`R;^9=X$SWTLVs
z1g;Mkech)6MD%e|N9?cgicc}|o6(b=K|?PxM!gRvsvRr5dzIDosdA{L5B7JTR5}X_
z0k$8Ud`NE=PgrrUy45Q;=k*~-TRAi@#D(`fQ$d#sVh@mfN@3|GUedtpXrSf<+>?hM
z@2^QUDwAWwk3nx7Q8DrRVu-}Y3Ng(<2e(5Wsa8g?=-c;ustTzqiuo#N40Z1k&XAan
z*g#@|hBWekRD19;Bv4rGMUbPszIu|Efzx2q-?0xfxK)|?Q@>UCC~vh7kb;5-j&<iX
zM0awe<*=EXNu7^EKc{$?_+E`NXxVEUG`O9I6hW2j@kh!nVtHU-uKuu)#_|bO^-|Y|
zx5A*<s!5HMDU!=PAEp`2>S7gCL|zQ0$DM{cKo2&a68~SUy=73HLEEhv+}#o^NN@{D
zaCdiihY&2dOK^7&F2UX1-QC^Y-R2?kp6|SKX8z1n?H?3XY+!fy-F>fK>w1E`2ryZ@
zaC77^Nm5bT6Z=5dHR>nbxml?cfjw^8jxn}%!m0^-8L;36Be)6}(WNc)Es$WYjQ3D{
zJ@R0NAwsn4?@^z6aiT73TO|^niDHn$c<e+o-LOK<%G~6K;RzHy%r;6lD<q_gh}{O8
zW}Gt*QE)p%r=K2mh6Duy%E!9ldz^s3O#x;~B?UjiUMWR<_gc-89;Y%=q{ib7!Ur-Z
z*c>%}c8opADJWzT#>gS%j-9XVP4&S{tZ9g_HJ3_VctR_o@)vd~^LGu>K$PM&m-AzO
ze9D@%k<;8<{o8e$#CuiO?Myi11tqeS3PuTbN)e2N{N<#83oPRqf*Ds4jH?d6%#I!Y
zPOW^Co_%6d827b_%-s0Y^1TahYSifDj|2GfZ~6MlAbsUUZ4XmfwZhS=Y&btX22AUI
ze3)d}6I>}2aI)@h^tER<_Gzs;-0UM35+DtN@e!lY;>MjP#`I!P+NQ<ka$C;7T~g!J
zgDC6GtVip$v&N6IRp<X8iuPP9enZ;L^FrAZngW$`?fNwAe4%K;Q9Hr|tiXs*8D6l8
zW~$ZfE^SccI>1_t*%yl)%tU?qSv0)9w`3{V%U56NFAwCpKFcWGu)!ubQb1hc*%Y1w
zUFGKwTI5cu$I?Fu7qsuBD-BVP-a*jZ>Zf~wrm$gFRh+*gEKGnUKqp+@um;XG|HeG2
z9S33a0k+JiG`r5zyo-EPX0U>?%u`u(J<t81tP>K9%6|&YN3uvcVwjPZjE5C4Jcbkf
zBox2{iX<LWsaez!rOKAddzL$3H69QHX3`kx<Sk>N6wm2~^W31YIQ(Gp>>##cXmzDM
zJmhLES@1c!2HASC8sB{|e^i`4!@@OA<<mPVh~UTW@k~G|`OE+)C0S3(GeB~T=lL7g
z_Y4=?xgVnJ7WsMzQ(nY4q#G#UMukBTuoq!jn~O&d$5g*4<{S|YZP2E0I$?<#_#fyY
z-2I}v_p=n%uh5{EDiqf9`90lCk#YD4vPqeaS6-;LQ>t3`ifTa%B{H6{MXz3CEj0Uh
zJ`RWq3S;eKy0JVjrI-{?II*@M^~L0P)@^9AU;TMt)kh>^odq$;wpGIRQSEdju&JP@
zY&T_g!OL~ggHRLk2QIi?a3eHOqPg3|U#n@vr)16|x(vk<I9*4|sThQ9JF&U_!gE5F
zPyraLYynx4Sm20aqxcxgOJ*U;^Mlh15iq>jMt_X!VdN_p9;>)OH@mi^y2cMI+(=5}
ztBVWGe%<`!K)nCQ=9g?bqX*-`?87wVt0i*sDQ>=RF3?et<a82HDI<k0EwbOS3MA9|
zD^oaSjP{8OR4&)<svdq276Oh(`5zugp2mrd`MJ25=Sfd>8bmc5r-f+Ul+*|B{Shq4
z00I1hUxzF|jO|-ke<m%brqjm^dGI@M@1r<$o=>sTwAl?dCi1Rn(pL5T;fj|>e|EgX
z*>#7_pC=o|&%I3Dgku6Oy5ESI(ygyTlV^QUy`Joi{Du-aBn$^~{UZUBklD_v)#J#y
z-|Xm7r3NSl%Am4Dz1~@tOi6)-{wYy!HtS(x#rLy8`<{keAudN0bjmF`;+0ee=jB0r
zL8@`Tr@bN;xNQkn>uA~Hr1D;>FX<_)XSh$ti&E^ln|LH-T{b+Nj!q@V$>T62OXOst
zOX8DPyY?EeF}v(dYMtl$F=Q#iAzzmW6fS|^_0B17ST-Zvr+6W>tKoc^f{$SW&gR2w
z2cTG=(HL}ON*$rW@ocC7Y>?5CR&&bZ0V+JKD#9eNDe^N71Siq`**#sBh0n_n>8wFH
zJ=FpGPBp*CN4^RBNV*v*jNg?WYb)@k3#BZ_KuMjD@AX%ZEQ45<CmR%Cu`0Z;B&YZj
z7ez&_u#el|6rAgVGrB0zeup|;S%^!V5}f7UD7SCBBsTq;@DZ?Qx9}$EUKgpOh#~n-
zcd4?JTz5A`aEinK=H@9-Z2^bQ=d{w#&D>X$HMaS?I@ixREYi#P9gDeZd@shgl-Cs-
zkojhakhx6<+S2Eq3Kr>`f5uLJB?NIHA;rCJT~a{6c6qO|)KZs^>E%qaZ^oYb$>yMK
zR^c<Qd$rpi+fuM&<}HKdu`OVC*k3wl0*Cyuf(=?*mJpxf`rV|~zT=_poztFjBh^WA
zdFs$*u`-wRbFA43l*5B0KNp*M+PvWk$ShV8f~cnS5l!@;j<z-E1U}@yrH$1ZkH4Xm
zTbj<`va$abPFDY!pH4mN(&_(Ob$P`6CyccC#M3kW-@H+c1b;I-njgs$|7ju@?Q8{v
zq5(@KfSV~m^;22u)%)>YB;GBk7*VOv#0DA)<9p#Ar9KCkY90fWf>Y}gfk%sRuIM<D
zvgjs-+yCi!(sjSJvpBQ2OtQBZSH7KkIbOo4*w0)Z&kwtGsOb#?)!QzdE3>A1My)A6
z(wJf1%Y*Vl%LcpztS{1ztbO~{jVs``1tLh$-GiFdfPzRB=Z{tGd*8O96IXcu?P$NZ
zWoUmp{c;1V>u~NNOr%3-EfTNhIa3<q%41o~`_iMRsXzR>VJV!@^6<|PH?p|`+6um(
zn8luLo=?x=hUJ$9qRxRUH-l7s_NfXb<Wqka;qv9seorQ``euBp4~X~y54?_H8Ognn
zz&}57iy11M^z0c`t=SJ1BT(4>8BMI|65n(QAN|?!45SeUx@0x47O(RG;b9#yAZVkp
zK~JQgq1CG8i#HU+%^QRlg+{ea0nFv4Hw9-#?k{n1flK41PUUT_vh}Ao<9B}j69P#O
zQuS%+R&!6LN`41xPbPDH$A;@ONE_$e3CX80p=a%M?0%_4P%B)?%UiOpUG_|8@{jR-
z6Lfa2$V`v79aje?TJLm91~BJg8gZQikdvi^Lnoe!KYt-<^6~g140><IF)d4LCFLmP
zU@FBktGyWK#-*vXF0`H*Zay=0!krTu$3)W!h7L`c(}}|eq{CU3P@NDBY)E+tkvL_V
z9A@osd^_f6bfDH{$Wrn$yEY>oP^arO(E&rqcBStOFJHvl8N<^f4$FM^?63>hXE%!P
zP}$q?EVmx0rYh#_nlCmpLGji`6l;sa?wRn+24&_*Dlm=Ea?VxfY^}Tc+9bzb=aY#B
zb~k9)xm^H{_lA+Ix~()k?Xa>Q!r+JEhfh}Ly)yAUw>^6cG;JPY?*F^($~5k<kG@XZ
zfre_HHkzgq&4K0mEg@`yG+xfF#+sp|Gs<5pU|Iv@Nv705gDux6K6K?$kqJ90$3=jM
zB}PcgViBBtY)W*TFA$W9UTHvi0F1;-TB8mH10y4@=Cl7tjRrl4&-b_L1fpL%;lOE&
zCOW%MK9kKRlhF|{K%R+%r|sOPTL3qXkcE2UIf`>Q(hSLst;*kG-_UAVShjUJG>`x@
zMiDofx&EskZ~}#A7hKv+o+Zu~lxZDN6rhd1Ca|QZ6m%n?q!h!WvYqZuG=n|DKxx88
zHBRDp9E4m4_DtfehhwLzm{w>)RxGiZ0s#Y1n}O$8ltQ2NY$^HPH@Se&964{{9tc%@
z0w=gobKNtW{9-t(@rfWdAV)QO$A;j*xAk5#sBU`nu|y&YL~l4m?I)L5J`!Xkqn)u3
z@)zT)9|ejItwMlOWzXwX1>N}?FDuO_Zr!(dBmj<QepkOFx6$EQMX9$QZ+YLA8(l1m
zRcYvImLQI4o_;{EjsD)HRcbR-cAk2o_4HgJkg8YLwfW+x%H$`?K98u2CuLHY&Jr5r
zm~)L--GYPThkxjO)RbLMK(;l9815qpGDm^llF*Idz!Id)%{z|P>7bVMX<B=!4YVEI
z%IUnVRfhLH1j#3%Yr-X)XI!bAPyr}d6swYSt0i#D3OrP)C2k@5sFGnAtNO!zPk%0r
zVOD1WKg=8^T1Bb2Q$_Svv%A>of?l-M-HR%uF^0OuL(t!$EU<S&CbM-<7Lpvm17t3}
zleKS!pv+e&-m)F$9XT?vu(1h#30E5(bvsd{**8zR#T`5FIT-K91`Am+i--3#;_|1m
zfPRj@Ckai+t$6JE1@&2Xm=K}XMO~lma;$)jCDgbpY2^;OEKlG5Opj*rWv$PF<~;K;
z{d)tSLQ~jC%<tGLw<Q+qj-0|SIDS$O<qnX+DhLl!gZ(E0S)`tKXJht}WnBKTG))qk
zj-c5O9J%k3j2b^mKb4XwC!<#}o_W{)jHouGR!fc<mgPMHqEy<pgnBFeQ#kg&v<5lq
z12D4Q3g;|Cta-ZC9vVSY_KM$;(mxrNE*WTg4feF|{NXJuO6n*?ib4N2DOtk}0y3FC
zFf09F>ItUBbJ_v#P1<G+P86lrkwIQTQg8KEC2!4wlDRTiJrs!&Hvb!TuFwEvMUoMn
zj*QN4U9#mU8O(^WuswHj0WpXiO|@XQXR1f#(b**yv~ThmAOc>ltpKATPB*qHTcXbu
zOY5VXK%1{Y1jQXg8W$Q{5QKLXboqblZ?)UyQ+K%=!gJaVug<0kLkgwNpep3sik`;z
z?CHco<DVxQs4Kq%rrIOw6!pm=-KDl_`+&1WlAvsRWu8b`mQglt<lXdM58OL?oWMtA
zFOyHtSKj&S!xd%#a}kQlpGH4o$E&T4h$AwFv$N=8$H59^JmQkF7+t!uYV2NLS!t4*
zw!y_#5}74=9?SKhk3~eDdVd$Au2csHt02eOVS#2TWo3R`-uvszy|}BGb=O&t#C34H
zWWa_6H(H^_iwb)rvN2*e1JeoP^p}86zEFbbK-wJl1r1+zaIfUS{oy{uCS<R(_c-%B
zb+15*697nYhJs@Yn{o{evqBdu)NlHu=y;R438P|dNYFnc(xwcJy7isY^035rqT8X^
zzt_1W;a@*RpyJp(_bPWPcicbPTE~fjb=?7OsPTAmI#Rl>vO~%|%x2?cZjt+6HOmRt
z!;M2TUPty9sK6=SCKk2EIwC#B$SwiK078V}5Na8MkVZ&saD`0VD?yphAT_+|qLaQJ
zTK!Wbu_muGm&)1aZ3g9-T<hjonr)$0G<((kz?%w66n6+mMPwPLM@%PGS2w3EzBo3q
z+ArXLd`XwrOcjic<;8F6+B}Ddj3<ftYmyaGu1JGWP2j}(&TTA{Jjv9OF*-4MrN|aA
z(5_>jT$n6wxC)!`enKmn4z_DF8_RXYF9EyxM9X3%O>qU4CN?4>y6sR*jyhnhz?8v(
z{|(w$lZ6}9$dHstLGYb3=|UyQHm-<XJJU_BM!n!Xv*Dr0E3GP?wS0~czc6PD%E4#+
zj%%s72uvCXO;!WoFl-71Ey{te5`HI*dwlBw+C}u@#H(OX*jDca{AsA7fhqF6kY2of
z8JpvN$VOXgYk5M@8bmRw%mUu4?L2xM<&vQcKt8Ro7#b8xMa;;Y&azw>38&gJU`|9r
z>SRqqFC?rTDU(V#ED1N6hL%tF;riOE?*Y-(<mqUo0U@e19{r6(w=dW8gL_w+Gdmhv
zOkwN7U<;S)_F<Qr?iM#6#1Qx#f(=VI^m>l=14coFDl>cQYA6jjTCi+HHXqcWN9PEJ
z+>7ZX%NmT+=9}6O0y2fU{m7!ha%s=7V?;`&$6?6$Akj|#JKq#*%t7lGadHJW;+#KO
z#x!pPJNc?gMQ!vjD{P)##WZzn<ejTFMpdIwyAP;_CJI^0dqY6Z4bitdsO9GzjH#_6
zt5^W<;;n-Db-5=x*xqCVfpUlne*Ff&N@}BAx^;K^YIpGhU@F?}=QWW4!3xn*juH0u
zWQVoossAKNva2EXaYy$0Dfn!nFk$zNO3p-(i46~~dCN=<N9*<$Q_<BF4jxgb2#J8>
z^iOKhdQNg3002W9dQc`>X!CVTzd;xDc$;BHLE#Iy6h5a{we_)|S{0LI6T6CuP*;OM
zy`~lc7H5DMl3{d`98VWfZ}M;WNUb7~Q_v^-KDM1eQCgWC>GHPHFA>J`)Fj>5y|U5q
zHvu_tqNYxH%9~4em{O$s_+jSg_N7M}GJ+{iHn<BQo&kV)xYvc8^D0Z8k42igy@c}$
z9LgsricOivG<`U#P}_?qVmJdF`y{!AHaP%!p&Mj8r1?k>!Ew$uub3Q(^xj}*SPP#`
zCCd+Cq4qVICkxDrrixMu<gblWvu-VyALYw^@u&G61x)z#)RM1eW~J-w#%&fi`BxNN
z8?Nm#m96GR-{$5u>AY77j(?%)CIH|mA`|r-%BeD5d4Yf)2PXPqHh%tV{TYXvaN$RE
z&t2!(eEAHaWVDpRPfoVsWuX&GJn$GT6)32YqJ=5H!vFOYqUz~t<}iw{o~iyE<r~al
z4$a24ZkFu4uXJxsq)|ilOc=AQ`=FLe=kcy1H82^_vRSE;v-#5*O2#aSBbX~Z4|%uB
z?0I&DE$h+=rvRH5eXHeMNxIgga?D}!=VK||={IO!3PrO@f6svNN^_)cYA$m#vOV?v
z?MjBJNTS$#0(!w%VP}>btxe+pjC&y=HOat4mnDZ{K+N$HUaV-Xj3OT3oBCR3HMPN0
zGmhN3N~BCe7o;*}J|QK|T_()S^y*E^0#O<~^d7z@cPAN2o^MDFCO-(A(oPeh1qy<W
z-g}eYKSM1!_LT|t3%*%g)uBVVj8HVdPr9acEQhk=p#}j)Tb3yaA^|}_5gCILQ=}jN
z00t3O%HF=z^ODzxY%fnQL(E>V&t#|M!X^M&R@^P9h$_sUbpj2v>|1Ykz4<S<xtPHt
zD9NS_M3jYEOiL#xq?6a+A6EKU5$@+CD__z@(=ox?x6u42Vp3uQ%#kT)C7)+xw(h$w
zgk+J1a7cV%F5B=b28zrN65gZPJ*Q%pIUYsAoa0KZJwMD0%<+yke&y&zRKph7srwCu
zaR%1CagI{x(bO5*0rL`GC;u564&iSk%>Hu%S0F}<kKA9)ShpK?QV46jx<r!QsA$|>
zUiT;vG{OJkFH*&yOz*(bJay*l|4iojCiliS!2dVvrD#~xh++)ysQ`C@96xFP=JlFN
zt?6o&6N)GBht0kQvWC}pBL^TL7;HXzu{dn4{xjVkrSNDH2lpRL=7874vd32;pi&`R
zD4jOf>k}#526Uluy4<yzcxa6xH7?D)nT?I^i^dhwp{s?MsE|{@7-k5=SNdRl!ca;_
zXdFxuMaS645M-<#3WxG3K)oltv?<r12U)-v`;|!L&dt(DP^_yi_`}ZojKHnyGvV22
zOs_t@{dbD4BN>4}f!WUve?U03wi#Dh#4Kz;unpA~mIMd>Ro=9ir_RP;MEYA9G}+f*
z>jI-G^p`F?Q)i{sY&k__u|7MGv`GXb9z(te41S+Lf#)l5wLa_D_@Tj48!V7u<j9lm
z>7-4jHKG=!b%nN6Y|a)qjuXztl+?PtB%gP1>;E-^R=!&v^b>3u3?6qhN-xgusk}gp
zCm>3ImEUwj_v#XV8Qu0qtP4zVIy>M9Uh;-J>)gQsl(u1~kU<_T*7c{|cN|3$!doUI
z|NZlH*w5_hw;x8#k&xlz?~x`kgI(=5Z!nPP34<0We(wz^fug2=D*>xB%tx#k<&Kt8
zT%M6K9T>L?pTB4mm=EkxYvMk$ur&3}#1t&{Z12xRXF$*7Tu~J5$vFryLHmvbg3vBD
zldY-aJpEtug`HkS)YWeZaOXZI{GJwVe?>%>!3sU=C|Y6qaLFdPcJZ@_Ph|qw?gC_?
zfG|osG|8g3FQ-LPTre5%VU|&mtSAv&u~76wM$|GdKH&C=p4hn8P;^W;lEYsJa+bLE
zvkK?G_l-_mWG>U4R;9jCR0mN!7k7yWLnezs-%4)G%haFgbSsoAXK!Go9Xe*_qTCx#
z{~2{;S7jMIfH3`L0TZ6<-n_~|81z@jW}~mE(3j4%)`payg)2`LpOvUl!|Ka138k;@
z^NFxk=L<&5#3m^^O+Ti+9|h5&h+|*Ip_O;Sy+BS^5=s|h=h^d)#6ny)Gdi=e!mX5D
z9CMtXvXiEKuNcltECn<=4C+uo_2^UK+WpeD@A-HDgAz$rgrxs_QivG!MbXO2_v&WI
z?UUOc@zw7=9%0%#2Yl$-WUAk)P)Lr`Fctsxgl#&K21mqsZ=iG@2c<!?e~6*tf7#u&
zKNp~HzlOjNt0u*f;kIX}d2=$8#v(nBBMC>7OWRDRHZn{yQQveb0^W$LU4&H}Q0cnO
zr5S=cVrojB{B&>FBzF{O6bCIMZv~^eWLe0T=14X<%%ZFm!>Vzpf4d^(ZxnWUh1Q;&
zg|uz;r(|fmJ{=#H0y^i=^Jdxi+0^BB-^@IV(8$YLERgC7Ln-T#MDF*Imt!ZxPgy4r
zK3S1pRPf2GGkaQ#BJqOALYy>`8!qX-0vMu!r?0X<G`UXm$O^(dQN{RtG|7dU?>LY5
z!(8-m*Aa{f%|o|X3yEPB!m;*f*_&Rx<2HvAIV`r>GMkjj<UoJ0z+sKJ)cnLc%m|dS
zaDv)=c^+YYx;tGiSSX6>;goqzC$MLm+pLZ+V~DaMh=ebLl(V~f4xS&vai{>LdzM#G
z>cody6mZKrI^|r_3AY?lj)SNQHxVt=qI2*eoXDJ9JvObqTud*L6cC-oA~?l1S0aWU
zq{6)ij^zYd7zL<mc$Z78lB)AZJh`-x9qzGQoqXD}RR~Lg4;W~FJkme3EOX&iCrVkB
z%vo?NMG<Yg3{Pl#juOj*u!gs_+RDLIKd?`Re7Z*x02g<DAE^1Du)m1almT<XgF%^I
zACFnF)+OcDAJ~=_{MY{lnfg3!)9Uq5K5Q^+U;i|Xyo=;4<aZ=K(xPselaaxCVxv0C
zd{zr~K@WY&1^TP$hHG1pD2)64WguyzV=h$w7k(`FzuvLzL+#kV@eIg{k`VL15z+rJ
zkbXS#|7Ez{PuL5_{<nmw{gHU}kN)=m@u&M|9EcVZ&77wP-+h*by^UZq98SbzyIH5R
zJeW6szjh!q8kM<iE+(4DX%#PYzf9CYJTc?mB;zPvtSS5)2q>8~o7b$Ve`HQcoMT9W
z17^Tad3tEeckh>ey#5@qKqV`DN3ntTQ#=*0Fr-(A^>i?{+*)k}W(PH0@&+loRskyH
zWg^RYd;HwsgwR~O=2@bS?r*c2FYI5y$46<m9*hes6X&&J2(WCA_jTtnte2RST!s2e
zIYur)MwO(J?mV%hAeuu_@hMF-yp1PPZnM01Cc;q8v`@h^{&WtSje_a`f8e&DwyNoD
z+)X4C_cB8i)+j6oNLRigXhI*!gFOH)K-)Uuq{0zuk0h__qYr592=Pt1BF^EAj&y#)
zS6=Pbrp!%&?K;u(3g44im^QzQwh(ef&!s76S_8yH5BMe!1jc7~J;e=;Sn_nPeSOXa
zl4T(&cLzQWo;J*DcoMmR-$FCI#$Vt}E4Kis)l9qLncd_M+18dt3d=5<qHG7-a(Bg5
z?h?XKz!ugX68YHPId^SUJu10+c3UE&BFuP-ZO_J`=C3c}xK`T)8|o}Z;$tS9bML%9
zyC1lb6rNMB>3|5ipdywGtAfRbf>dpl*XZ7J)%t~kBdfj%gD`nq=pXqgqZ=R}VeA|^
zEyhXyVILJPW1MWzer*j3D=Btzhc_hKp;hq}8N|YTZ*FSRV%X&9s4*{*KaA<C|BI0E
zw=mv<_}7D&=ANPJb~%P)+cL^gd5^<Iz}3@LvwNnz(HB79W$!hmG?L*mz7M8E(;ut7
zx><acm7<y4Z`7I8fpKwuCNUnUv!RqqVc|j082{jsPp%cGIQ{nP<FIH>>Jve6BjK&y
zejIrZ2{X;fG?0uW7`3Y@J`?^wILC~CJI69YXC^g6p1w&XWKR{XpKPsyo_v(;#;&)?
ziyvrne`e8LS<5Puvzvqh6TyiJJb_Ki|9=o7DbJeat5400IBcVZ698x>B-SK`eL}u8
z?AouVxfu^xzMxt<rv_~%I6MHVv*!(Vpv(9+oUY3tdhN<(a|`bDJgYXaTkCilf>KOM
z^rTi;3D+pQkn&uT-IgQS)F@`f>VA7`(0eyp%wMf><Sb`m0ZA*rMee@I#pob<xA5V&
zPfq*CdFN*;Oxx@YfD`H=-ZnPOnDK{~Bv@|F2L8YClBk_X$yIoQna(gZiZH~!9QHrh
z-~z!h+aTpV^2sZHB}KOr!9%5`8eMrMkUiSBht*;+-;q<)eXGOEO{qgcZtv#(h9u0$
z(;Y(q$=CmjK|A^dClDka>qx@^=kWhoU|nPFgJb{v%2PUAA1wP_m2Rj0m7;q>?eBLT
z=z?+zJo=qG2bnjxZ1qS97_eQ+#CDXCtkjTSVH96n=dG28JaNzeqdV1trUWE+DUwxn
z+-QMGNTdsUoPlfsrn5Fmif?A?FqRdxW<$#AY3`=Tk26EJ=t@(uhL%2E8uxMvwe6hD
zsnr$(#o~*Qo$v$INs97yu3Nq_J)Goq;~pfk0~>6L*o*Zxj0`)N(Ea0`(h#Zd&NKkg
zWRHLE^65}bhhlD~?X$GjN8^6PVDs-TIfswS!Kk?UWP|f5WYZ9HFX3FjQA))*o{{p~
zCuHALJ*$AUTpS5=DHahLoBH+VEG+$BE>ZD_Od#JdSrtiQ$7#jzD`*Y9KoqLCCi$}A
z-aRN5FV}v4(xol`y12pd8)oV%@-xV$%Tidyc2gw<$oL&e_M_25w)e=%mguA@)jsH*
zq239-lUc7Sdh_V8^%`qDJa;}}$LLW|4UPH-Sc?1)U@0Eqe*l&mrFzQ7Re;ehOi2=T
z@q&=TL%z|L#uZZ4`5t&%mpn5D<!1d0Kg8+D=xlf5Yhl@^BU08TyoU>82e-`I53H?#
ziHk-;VArn&()G89_Lc3SwtZ=OytBXjg3rbx`7)X152J7SFY*xNr1vI1@;ro_Z)$lL
z<5K`Hq2aZdWJ+V`-m`B(^qF}dCRRU?Dm=uhBf>l)I05`@L>e;rQJ;GAwrN$UZy3S=
ziqe4j|B}O2U6|-lqDRD6e%QcqRe|Gd>;xj9OgC}ThZFKtCc@3Ev^Fg&y`XvxT>cH%
zRSMKHOxMQJ&~8b?unq*gAu+Ix3=O>BNw7ru((fUf@X!oN9i6>Mi(Ubb3?9=z(Us;q
zDu?-V&*#gu_LaOek%6zf&6}EOwiylOY|%B72%-=m=ol^U$rg@NF<R!tDiaBMZNbPp
ztL<=i#2gF<*w6lwnBbq(v#3I?dGSp#fKeovSZbqsnT!&qi|`{8Y6Q<oD!jb|fNrYm
z<LXafx*n$^!6+4P?t9pzrY$?AE$LxxV`hb4ArgrIa|Wj+fm9J}K4J`FjnnJ+6_nMe
z)nf^aWA2P>n%>o<LVY}SVi+D&Im8Mp0c~5FFc~Qta2bTLLdC(0tqX~Uz^K>p{sqWE
zyg7Wg*yp$&knFSW2ElGc>39$qphDiF<rLqI{odz&x71!lRAvSJH2M8BV9fK0Cr_$b
zdt>O#6M)j=>*IB^hx{K3qYKgB<AqCohu+m54q_ZrU;)N2)WA>nV~vnQOPL=(@6&Y(
z=|9wVyf{F4*J3iotoQLc*(x3vdJiv!#uf?zel&knEV<}KDh~0SS3&{8SZ#}+oakZ1
zAlWN1xASRX!18K3(u=9+=q(V@`P4KwFZjdz$GMqqMphy1cz~u`i8zW0{%M?hu3p4j
zH{MuTAZGZ4jjWIGt@DlFknAOIFhkO1wAB`f_;7wVv*czCt<Oi~=M0?5T;2x;AVkEG
zOrFjE@Z(sQ^X;$W)*}_{5Ay{Z%9egXHa_Dpj>%-AHXJg!4PF4isnolDx_g{9Xj=Ly
zN<;S>n2B~XC$VBRGl%HF>wqD5-fI9Dr^r`~(?<;Q9_(^Uo_bp7-h*YE$YQFK3Clv8
zX(9*yxZ(Z2T>YW?eUx_4bs$e-Bi&qk`)0JDZjye~19~xyn?PZuxM_)eT8Hrq<hO4Y
zhj(%Dk56aeZ_ihWNk6HIA!(Sxf@51S1X@DD>M%H|R!a+RymFq}TZEKVzFB_K`h7-R
zRSNoh>v(CDCLZKJK#B5`qLkIYICyU5xY5H_A}j~zRg4ipl5Y#qia=7@>CZj{l7I6y
zRL=IZV*Mqx<QwLiX#!a{a}BYpO7K(!<d0oOmh4^i?;L3DV&9selLeLu0=I)-p~_qf
ze=L;7pNBI|#Y9hu)Mvm;refc@nTjssnPM0_OS`c8q*#lo1gblFmO&OF5T{w8b)pA9
z?)qGp`DWx4k|1Gzh$F<wqQH;iH7VW%L2&ObW(n+sd>x!tekH&#B07n5NW1OTrfRI1
zGFKKnG|cmFbUrGPXEQgXkWZTJ#Js<b#?ZqX(D=Z#IMh9;At%9*AzwTi)dIvv0LIx5
zqyu{mk{jXbh2i{4=!bYu5bTr|GY%II%!^%54|Z|I#=Q?3O3OJLKv5Lf^|S#>qa@`X
z3aI_AM_M=nqy}rOZ!CeKxeaX%pWnOxjrpWy|FnKboaYzY6KEtmh6{B&p-g-{YlfbI
z)am`nhR*^_QOn??Pc7b$h~ZzG*5xgUT;^YH<HP=JiWvWEQ<N{&I(OlboE*Qa)z=$;
zKf^3ev<hlOvzc=5H>3Nt1@gKhRE5^93+ydf7%oNvH7Nycwo4nZ9~yP)uPNeSN{sCR
zSCh9eCfVP_ltvOx?`!KU^X8zKT>W{~qrs{m^iuKeT)X%-XWs@Z_s#zGsR8hB9+EsQ
z)wt)-GDuWYmg!di)&Fp$Ze*x#jsp3=C|4QJos)=d^MEMU!!_1=3gv7D@JKIYW(*$D
zNnu`KUzb5*Qm3<mO#M&pZ!k^PW#mi+mFOE>s{T#?fG_%R6hGV9C-ZAJvdCh6Dn?lf
zvOLAt(R<2X_d%Gcmi{uI&9*#Ot(J@B#wj(V<BB&RYI}%IULH{?cA{2EDeqCw?L^o6
z_F+CP2^F5F=}(A7znIm;@AKLexn^4{)p|w(X}S%7IYn6(F*rY*f7zZRq$Bo6t;w}q
zTLz`_zaj-<T7QQaz(h%r#au$`fbbA<ihe8|7a2*4K009Pa<900e;cIE{3Czk!CtRx
zz0!IbJOAZk{97SumtCDtX6n0&TQ!r5VYk9wPm^P{pb|jj2|&8_r+K_AL)+3oq1b{e
zAesj0NBs+`b;J9cpW)`>hbWGjg$x>a_cW!1v6k-_M0XVF0ZP0bL`7g{rY-2@`<CC4
zgXx|96oB@+j*O;t?vS~C&Fkqld+2ktPN<iuzq=r<bb17|f%ebIpa|I&FE5Tpl%2&!
zk6Z6W`syB#qo9>HWTJ4$Vp-Kp5|#t0TI)gQOUBwt%UF#ScARO+e|AY#jt0d@I@P-n
zuLX$G7Ut0=GFA;JgTcj`@7Phl0ocYu1y}@P#jtX)*`Ii)ik&FQpDG>+F=cwQQL=E<
z{KrNCJxB}xRS#N2d6I^?(Xie156Fmw%g%_53cAwvAYiYiY9JC;T~o`L4B&P}iCwD`
zj*H%8CgG|irlSDsj0)19wnH!PC+^-4oN`1!mRncVJDMi+y;YPxAFe3a81J<#3~Gx~
z5U~(icJ=<{TAg2Exz-0?x!{k{=_D67OnI^b)KNeMvEj}+*vp6<XH5zh0<6)6Hcno?
zrVz~GVZCpl66dn^J|wO6X@A)Tdk2YEX=meDu3RVN&U6teP(+q83Kw<$&8`1A)U}8F
zIzMP1;hPa};b6`075TRQUmD6S$ooH(=0K?S2KUm=uhWN)pI7!i$&DxqWi;;wjchG{
z*A3!rl(YxX%-2KEh5X?Xt{cYJWWbXa(Buf&Fr~1s?uAu$tyVSa;n1FP01%bQu&1Nk
z3a-IRpXP2x&VS*jf>8fA{1gs++WS{e*%xmAu%`tPDK?4Rp28IEjD_Q@M%po_H)CK1
zckhEDu~J5nt^I-Mo*${lAy!Ro8RSS;*Xs=oaRR_|r1-FDYe6~Ar;t+R4<Oa*ZMulC
z_5xE1)m3tZ{2%+=(!jlfY@BIsHr6bLyTm$_s1q#6aIWw#mcLhzY7V#sTOz0A5XRNb
zyMOw_DA(To2OH*NLcJHVZVci%4m*Ayz!CLH{_-%vwq;uNKa{H2a)450ari$dRki67
z1LscwrRpC22Pdp=^F#us7G4l$m<i+i-{|F2lYfN%$3)#sI#b8rpen%em9hu7-PCKH
zyE_*|`U0yQ&?VVrpPx@zfoOJQhfNFqf6!Op!7tuzLSHI;yiAx&HRpKS@J%qaj4Ajx
zg{sx#A7dSCTbOwEznxtld;i_DcnvlQ;{7)i`v1S5?&U;&+{~?8h>V;SYP<PSDH-dK
z-U<MtDZ`eh;LaQd85XYjX%c2tti$m_U=}PXsT3Tqd^0xUSxoE>7lT?li%hoc3}1y5
zd4Bj9xuq^X0qb3neyMjSv-<awmSAwn8muWp4-oi}4K`))h8`Es?F<J@t`~Pn!!;Y}
z$VlxF2AkuwVIc+uNa-Ix=Ku4kh5og@jiTV!le}85!tTWZ@0Bhn{%Pc^aFTJs;6k7c
z7ZZptb@Q7R4N6B;IdS0A`~9~E@TewgF3eemgiY<F=Z|jEu$UL?(v<AtMM$0;-Xo>y
z;Az@wW?w#&t!`ficc%Ri5Us^*g0!HYRwUGOHCT+#Jrjh&JI>{(cOlWpdwKS72wElZ
zwY`?Gl&eJ(bNjuj6y&^?-;8<!l_ut$YOp3A-56R4Nep|}LoL_dJN{q)WH5O2|0N6^
z!qr`lFVBjMPz_S_(TOLS0igaPaQv_r>=>U(P&)FOi3%U#*i*@U+LD{9nKE+*y^k5Y
zb1_*XBg+mQ6I5^j25Mt#qqkO=kZf~LiH;peAi5%s>VXsny?<ezefdj~7TqJ9Ix2$R
zi{@mdHnsq=@c}hK!(k{z%oa0buZLTEd;Hl`dR3FhfS=^zn%CG>i@yq9+82AEv|#$t
z9P+@Gl9!Vlw)j68ax<FWL%P3jn%ctT7beBg{W}HUBL5SGJebR7e4ckwiLdb_vDplS
zTt9|a(&ybC)Ad6AKdBV2k+w}Z%Y*V?*WV76ocs6ruhhC$2GpGd2kQX)7r>sTNPKy|
zE6v!xu3x8>!w@C3$^ztzW2ku?)lP(w1&D^W%|D4gUY&o^inyXwtn3(1%5WH`Q^z>2
zEZ|7u?w3+^UCmdRMTJjVoU)9<WU_dT%*8TE6IIlQ*TdZCQDM8+sbS?(b5Io7MT9Cr
zebYn0a3o8qPm!#y=(k{Ty|6Omwdp5u054H_+`GK)h}%DjcB9kMWG7)gaO2wo9>($E
z(>0hBdxfry04ps3k?KXqJ-TdO*Hs`Xxc@`JLT=yrQF=9ICRA38%6qn~hnCizhl9|Q
zVdNQ!(dmFjN57L5g=n``R3<or2jvTFC`70s77aE@`%auJ^uHdLLuO0rExK}xLB};d
zl8<LAuJsw5%J-L-vC%y(DnHW1yqKHfYSsZpaS*)_IRzvz1Pq|#*NU)0kl6catYQAO
zcmK<D??M&7RX30RI2RL*OP8i@=wARHAj<x=etON#Xxcbm7nMdI9`vGtUO`0tI^;I@
z*kCi*xiO4hC1BH;zGg3@?S1xBKrl^L$Fn&YpPR%zqueR4q!aNweVX~6FD3H$#4jOM
ziuul8L&2HwQ(1=rSEf0SVLwyAp0W)HDPEq~g4c!dL-k>QA!79oYi_6Pyg{FyewNSB
zk%R(71WIa2*s}HEF6ZX5^1L@l*HfS;!T^!nxk*|#P<L|6X@m+<>%z+{w)R8VCg`?_
zg1RN<z5GJAXBLzM>x5HLN`_5#dn*8Br;0r@g;eKTB0M13=ler*?KrHfVd=dAf4~hE
z*y%<L(oZU>xwsXv=*A0qTt6RryORYC`0aYpj~9OXel%_SuLSGqqqA3lHPAl&W<mp!
z#m5vNDd#Dj>l_tB%Tr1vRYyNs!SwFrFWysygC*t`5-x@H{J2fKMkC+5jRLtgnamvY
z14ecA7mTs*4^bLK#k<?BK|x5;-kBeawBpjen^@-%u^*?Fn#y(tklLaYGZkW!wLTjK
zqksGNZ~y?O|4%e8%4|?L{H+mug<&*2e!#9HF`)PjYChNBT;AH#E!7^G{-D+r-i<v|
zF3|sD9|9p64YQXW&_fFkpYfl^Ko(Vd>f!p(p#GO=;Gm0uVYLAWXXIIxsQ`ve7HDzC
zX(K}O%>U%y5)3W+ihHELc8TedgY$&bMxNGmEzO?~eogMvVzPh7Q!8xLgUx!5oPMf*
z1)gBeR`Mt(MbyNPp8~}1lB~+tcT&rB=|#Ye7?fV#bilj}zNLptbAJU53&CT&f`*L&
zyj^YW2iFO;6LDvw<?VyEYXHv#kV`}_HsExKm)L8FGvV4dBmO81a#0{<WWQAga#9SS
zS+<R#B@Nov>-k~YR)gp-1}u(%zRuo_uU$8yVd1`?3%lfpY!$Fd{8=a-$KIlSmY8Nw
zB&QI;n$R@0tt?m2vRHom6vme$R#?^tM%@Ow)rbJqzu#$w9L&r}opf7UeP{7Ef9{3y
zk1QF?d7U=Vk6yM7;%;?8N=Yb|hg3c0hM-S6t<3|EJ4-D<*QpE!vutS60Ogi#`2)DR
zq%6;ms1JHn9N+cn?JFDhGnbaD4x1Dxgs~`Uy{DDuC+y~z)I<0UZvN=nv34#PF~Y4Y
zvrRi_Vme}hF~JdLui)QVm}fITi5GvE77^M6uz*p#|KIe0WOE+CBRgZ1sH$4R`cDqX
zYIy5YFIs^LOToEyGjs?py<c5HNmCQTaEOut2YO!5l$>?&s=NaDB53@v><Xt(lo+hl
zx_HPr+N0TCs1+F8CEKz+++ZZP;=%p{{Zw~lx9!t_UAoA@A0zVR>>Ik_hp|~QPNw5i
z5_+jbv!Y1d0yH!iy-=_Yga?~hKoa<(T_@+lADIC5Z}%|$ceZWY)(X2{y^AWNaI`O7
zNk8H_+e3F6rZJ$f+JfoEwn-PlH`%(-y$k={q(hox=^3LrU!*cq3)6PAesD97Gt%7i
znO5%u!+s9dutpC+h}HME#cs<##Y%-JprGFguTQFoW!$4=krAc3^fK;^7VV@_QRRZ<
zx%8kO1odx|0iI`BrEK5M7V9_1LjI4Htz9fFYH0_EEeo`Qg7xPeDV~b9T|{@4?%$bk
z;6f6=<?AG>-x-pn>HY5K1CDjk_bJDsM}hF14W6_v;7~J0sqO#=`*P^|3UlTd7RCYx
zj=roSGch-N0F~ARMX<U4U)L8QM2G`OFNaIyJcEm?aSK0?j%K)-b?i~^-#NA7#b;td
z5-cgXpS@JwY+EYe?Jb`GXiw|q8*47t36Y$rN|7(!$MDJIq8Z7|I7S=Z+Nd(&V=74>
zi<osY-cIH+BNJEieF?-4=lQtm;g5nL01m=)Ccz%bv}2Px(ZQ1QAYtWR1&bM!Kfh3f
zgE45~er;5tSd^cWa<6zabW!N^O@ZIdbr+94`3{ES`ebSsACEAV4wV1|mEgy=2seF<
z<37oc?YRN`Z$2-p^a1ZmtF%>j4ppA5wCGFLE*X$Z!DUKiwf)ycVm6$v;p6K~ht`qx
zGQQB&bb5ydD%({SVvY%2-|O-#uKIr9)y>j%SR?_x#gOWZCoiHH{3IT-M03TjT&plv
z;};bx6(siK24pMD%*_AFYJZQCY*JdjJ#fCVkZ)`)Q)iNp8vGNz(mI<AZjz+L?m`<G
zCC{QUS0XcnWY2rpQt!>}=Bo=xc-Z)A{Rt;H|L_0<PzHeuVlrRI<`6mis+k>lI5=*}
zCC=zg+XO+52#FKo%=6y7g$3cxgC+)m``pC1QRS<!21_zxfXy~M+m)-Tw1+Y<Tu947
zZzf;D<b2y>F0u5*y|(N~FlIh<CA3<fbU3w?NF@~6A+$R%xXHM1DYr2W&!})|mPqeN
zkV7LcD-4+!`NMiPJfz-{><C}LfYFdv_18Wq2ceK7A63JVp!PWEu%E&-?SVM-N&1CY
zDZ(BigM<?`%EKDLWw&xo88s)%>^hSR7T56iAJhs1?_Ku%&#sccu3$unu3L*nDnt7+
zbF=wCec%QKUPwtEalaUXsKD_Z{G3YOz^CkbA4aa@@<Xw>B7pO(z568V20Ysq&zvSx
zCA|29=mhr5eOE&{v)i{0H(Z^7kZE6c)$edpI<la)!2zef)ms{IpR74ot_%_!3K7gh
z@X68Py3d9eV;y#7JG{PQ#4K*g%X>2T_>9Yvat;Jpb=#pMEkx7$ioZ~D@CdrVu;rI_
z51Yz;Bao(z?WxaO8m5?uq`FRzYD}(B?YBwKS;i}l7Mcy_Ecr1w{+*^w@nBWH8C_KP
z3+R{u<8keWIm>R~y_%R&wZax1GzS}0I`+CH*fHiVI6b?ZOLKL+T~uVS42%kUXMZ{!
z32rr=FzX$$>H{CUsJXmsGhT5ovBo?2?s>l+!^xY_L*lY8U_Yd;ksxqG!U`oENAViY
zvGM6;6r5n~34^=R8ym9;NH!p$qXS0B`=p*aYkSD2^MjHw_QPOA&jemS+YhH{(B!{9
zNi_jq+@C$qEbLDmXM%#=+h15J9*KJ^1efN<w7I%0%iqL%uzfb~2X{7e7%i-8^O_`w
z*2^e_`w4e*a!+N{#LP%aw3HY5b3IV>laZgfmrw`-KE1T*JM9)^3&wFe?ans}YoTCI
zJzu#GWv_owaU8+hTWU|DSzT5)$ZD2M0$sQSiD{p3A6mjFGE)tk%@N3nICl6Rm0<mz
zuEzVUG`mrpJ*LjO+@4vxOi_D&%@c|2Yc_@DS)$jeK2u!TD{&N<((QD_@9I4pmju<X
z{avo1BAWe}bCk<;e^I4^RQnBc$@OVaQUG3e2lf%p@gPB1x{mhk<vTgD)w%h51r7)|
z>8mZ9Y+4Q+IbjcQ;B|}xLMLH@sRX@P6Ke8|(U)ub&U5OqD%&^m4JiTY^?Mc@e&AuG
zDP`yQp(}}?(1UDNx7ynx{PcvC;*RBIHwx0cQE0V7Ug>>Tl@P;~y18~bM%>MR-Z~Kh
zq)UD~FAh9WqKDH#KobY+XHxm+R=<Zw&fDfwbug5}Xy>xrU6=E1lHonD5t4XoJ9yP9
z;tPkhuJ-oz;3p9tj!s^;=0uhs&J1slRVsSu<|=LWOPxtmJVpNe?Y@7P%<(TIW#8BT
z=07idLD0awK{+}Y_Fz44Ga{fI{^#|hfp9h3cxWB=N5dXiEa88?|5`HrB0O{{FDAu6
zkv87y{QS?my?(K34((v9T2afpYJQ(q7wb6Q^U`tauwi|8lGpF>_+03CvLMwNW4jmN
zP`z`BG$ZJD)tuAsK)lHGb*p)^sK1#okb6aDLaA8Q&werT-L<MI(<Vnmp8S}s<Q1(s
zMIxV6o=Z!L#A!@hg=5aDPU%|PwS$L?)&WdeR7dBpaC1$EFSPg{+4NK=or!Tca_1ya
z)W2<S{`@vbHH6D#ON(Dmbu$<35*!W{mdt7LoB@;RRA<y%@TasC|DF7+f!1Q;J)G(e
zlE#ap)q&>@tP+c%lSoBob%$cz{15whc!eDIS5*f-KSmgwJYrIy2MBMR%(li5ioKcA
zMT_&lr#9b)&z258$+;gj-EGpk$)-`A*X{?1>pQQS*-LdhD4gi(Rc|Md$Gm5=DmtUu
zNFSa}J~a(#(psyT%4RuNLoQb}m8DymtzM43exA;pr8rT4Li{;f%YPh5YrTD<WwvAE
zJ}TbZfL)0n>Ud+;snC!R_8{3|9?2+shnB<Fy%da)pj%;eH@wIW$9uYD!;2XwYJK<s
zV<pr+iJ@m+0RK7s4NQ2el;6Kn`YVFi9#?aIhb3EPymut@!ul5uTJk$~b~j?ycQ4Il
zRF$7w=uu)}7$>`zJBO2oH-5?XQCvudHP|WK(0>u##rhePJW*Ct+qfUt*tj1sxIJp8
zC#FGy-7u@Ly&Y>#b<(_HUSijic58cff`}@Inu+C4$J@P6Z{}6gn$Fzh&hU%HkTf|a
zz*bY_3L#0eH~#@vo7HstFt-`cMf-z$=}UW6;=a#(oYG92qGpRts@x*Hs#JHQv)Pd$
z=lncZK}L1``s8F=^P8>rm;n^>#G4|iNnPeyI6I9&sfh-uaOW@)$?2PiT?3djciLl-
z0-rNx+L;=i47HZv<x^*M2Nc-3wK`mlPAOkMl;D3;yXW-IAjkhoZN1@AO+`}<@5RmK
zINRdXy}FiQs70ax-;IYbVn9-H3V)%F{R`2z^GWi<9TRaEDkpo9y}WGeneCW>^&Km&
z3bQ>OI9Y8@ycG_uwyTRBPpkZI16DW^3giK|S}lZEmofYEfhOz2Szju(xjq;q@#)%L
zg@_r%Ea(cpRp7OCk`#b?u(27u{v5lVoBcS5C40v?!I)Bxs?&R<L33=q4iQ9RXOz;o
z0JE`qI(;W~89-C`xGk%4b%*ABq)41oFkg0(zHO4bsnIuiWiw@$c^-6=%F%2jAf8dn
zr|G(3`24)378<L?ewNU5Vbv19Nrkavbp4GcF~5mDGNBQD>oByS*$z#=yqf8<dAuuM
zRPjuaBL|N>ms`u@J2tc$UDJ{9v_iXdqxuSXZrO==S8+T_uW@1T=+D_7OY#kqZF!Ab
zCSUQOdU$Zeq^>okzuygx*M&5z%cecTOZ4*Tp%FK%7C%=V<eW}*tcp-I`E=&5Uk;l=
z>XDhxwo+u*^ot)~3;FezOvw*BNL(fs$oPp#ZdvAM@@1g-r+oE3+!x|j>SO<^;Sy%U
zv2<a>SaITM6KrizKMn2pG*&`o%>@b4h`)#Gd?$G1b5HRhf!Tx%x4vJ1uXE{bFx92x
zl)~CmpJPbwt<+AKtHkyu84R#A9;0FY)UdSduxukB?eojc$31RpOU3oRsIx^0S8GsA
zt>z;Bipys693BO0(`Dm*0sUAgBCGx7>NKD3`~AkOxk#y9-wEcaoDXg<j(t^$vIauN
zMnu#}G>%%Crqd~%0+wvw<xqIFEsv-?5$rzG7(cB~Ie#~yU-A*{PU@!h+6o7xhbnR^
zO5OIt_^O8L62Bvw4zgl&!=Zp+(Lw4T*if;d{AWl=0o*|yY%@|R*U$NQLgP9D8<1DO
zh88{#BuB`Ye|ujoo;)+!hhu<!^~KJQYRkaz?P&vAO^R=3T+{YaZRXeE;jd+PpFB=D
z-3#_zo{|^3OWEV{Y!)30HcWMfX$3QiQ4{Y3&WcPJy3WQvuNSfnicB=TT`-pyS#7f9
zgRDqLe^d!Z))Nq(be>Rdka4`lcItU|^<@j4vJdN#&8E!<o?fSn{o=l=faR^*1!A;T
z0p+6WW<EzQ!MmE><Q3xCYa=>^Sal4o1-=4rZl+8`rR2?!-Ebi&UGXoxjL*<-6+R)V
zZp1U~@1^8aBt%6GYZkCpS@Hd9Wcf~NPxr`7yg4KU?&w&eJ^1Y`yEG@9J8i`iJquTv
z)(zxT)q6RQA{nC`zJ+UiCOlnh=VJU<*m;cOt;p+1hfCt`zE`;@b7>O>y=Sm0xs-Bs
zfs8@$;;Pk)SpokMN!uCg5P8^hLbYO{fK2rBhE0BHoHVXr1cwgDzyueyvdYubAsddR
z2_6q|wKy($Kys!xLTnwUdOtrrhN<3xph5B+-BomKR&iuO(lGW`8MT^*OeL*hWD~!=
zW&TGp(kkcaVvV<J76CXZ5YD<bgcj7Mn>@97OS>k!n=(E`6S-vNduB|p)`rqEZ9g*p
zO1_*!nnzYHM~Y*X%!>TL7VZv`7Y?{iYLDl0^<QNhS=`w{5xE7EB;T0spJqevmZ0F@
zA(x&OB+iSyv+S<MQNV7Z#xbir;bL<|$Ucf^AOACG8%o`|IVl&yo^Pidu0rQS=-Ri?
z7B*X>3{Tn8)ws2V<X7V5Z?SD5KYpNU?l#%b<yvrGU5&8Tjm^(Mu8=VoOy*toA7*cq
zh(2|lA;fV9SI^5rQib7vcVWo!082M=7gOd)Iiwy#a~#V(<q9Ka*h7*z8H1)49L|Ro
zsP!|yJcF35%Nu*STFuWGeL$=D=Z`Lan&RW6i}n`>OAv5;<$0}d_#ch*QmQ_J<M$+$
z4c$;+%Bs0VzHVR~M1M~x&XW>1s)w8WD5XDY)L+O8yjbKlt@(;)!WAV{iofFqlm18{
zH$!?yA6hU@_k9Za7P_yi)}8iHjV&w%`X}xM);T0YasL%IQQ^H4p}Ay6nzL4if@Fi>
zPTMGp8Z2eklg?y(g%N`}bq4{;1jkhYrMHO7RcH9KE>CgN>UYeZvUOnGH2U@e8)?xf
z>QjU#8#)RfD~c5LwMy8>$iE_VZE2{3pANDSfI1vzm(*^$IMPncS|VrL)1%tP2o`@;
z#-)MUpPR(!&8u0;9q0EeS;HlC5+EqK`BgA)yQN{9RGdSYg8_Txaw<qJZB;ou#*O1+
zrmo>wEF0g+EC9ANXhPuSQicCSAG};aQC2LNT-=C~Z0UeQ0rW&T<!3^zF{1ZrF=jGA
z$8ag{UPztd^qGt#P-KdZX~xk`w|e(JU`S{%+*zoT)Cl+C)6HpQ@7V&J#hkqu;}!#Z
z3+T5EPI!GxE%GL5igf`h$^tRbky#x-zRVgmkiZqq!6n5Nu1B%otBUa7sv1rA5;CBb
z7_9ZbLS!=EK9-6esf*bT$8*$O;fZ-sn^2mBK<Xtu2$1{?RuhDxs@-@;7X(GRxhA>s
z=|ym)aU6{h4O{dkXW;Uvv>$m2Io0(^RYGR>VuU*y-c-1Z_oq#a`j*Xv37@tpE}A`q
zoRa@7z5Ivw2;M4h)^IU$^c3KN>peMa*K{Oh0z)=`*^%T>og)`-Ru)+A2k<u?8E&a@
zKon)c83(n4{9^om@$yZCKG9I9ndNh@-fLTo$b0!({309Cnn`n$i@{`*%$V}OAP(s4
zV~MsHaJX;_*6m{aXk7kT{B0)2e!>!HHj<PTzr)WSRdp+xl###bKmtQ5^VwB&K{$eE
zw!Lxy_h)s}@K&nBwyi%GwCP?m%la^lYaAZJ1zIdW4pnq$ZZOy|j@In^te4GH;ii~v
zzRz=yUDlw^8_U{z^?$MVR#9<uTibRZkPw{U?oM#`1P$))4vo7@aF^g7G&lrzcXxMp
zcl(=!Jo}Y>@V{r@!5*Ur^r$Yns8zMrn)fyDxeCK>862QOYOycp^nnMQZr_23_;8_0
zcN-Vh)pzJ_Pk64XDCw<hs$VVx4}Ry9I`(2_CRLl{OC*2u72#y80_fS}4aVWT8Akga
z526b7Ol@;T<xyJ_KW+JRA6p=${jmkUh&_$F*l^f0uYZaP_H)4{zp;jS;0J8vvI8UK
zPZ{9{m~QPTMC*dMUv!A5IpyAid<Y`d5sS75H9*hlI*N5B$XU$anQ#BvpWB(;a_@Q8
zUB%qt%ywxTgJ?oVfiFn#X<y3r#z@Q%F9)0+A#M|hHdcOQI!;K+eXALFXS9N(3gto4
z`p`S*w!aO7hD2-Dn{$Z*kB`_7W)id|BoRG);-Ki_HdI>r25ACD+U2q2Wo#q@K3Q50
zht19fGtjZIT2RdH$MnXXPQp*A-(z8jdPtCM42}~w0j}f?`TqrNl&yz2W7vpn!Vy!a
zF==w|?s)$!YlH^{ODR#pmuL9i!R15-$Mv?IG^8wbOiH<wMsLCA)V<MJz&*KQm(Pb}
zZLckbV0)YHF(h;7C$JYH1kjB_%;rDloDpiteOUYfH&-XE_<R_#Ojw>eMO1jEt8cnB
zJSWZvjT5UAdU#V|anenX)CYlnH;{_ztNDhLlCTn@-*>MGN<nN<Jad~;Jqn4^&&2gn
ztNeJWXKTeKXfixNu|n4I4;!I-RgyU0et_~3u;bTfvA$nLl+b+ZAa&SX3f8UP^YhIN
z1AQVmjN->^0Wat^b!9A`%5WIc0Z83a?=+rIHNLd(h^4yYAuNnkm+Z(Hw$Ifag}LS0
z#BbjE>a?;hCCq<>Q#WyhFV2WcN)8e!l_`}{>FY3bl7^*1+@Vp2PI!`c{uXlcF-KTC
zG-Wntf;U|aY^MH&i?r(^@lAYP8dCnGUpFFq46E2j7$%%H&1+z+6{l2SXGx(6Nlb*{
zwL_2TpcZw&s*B2(qk$DzB4o}<v$a^bYP(L78g$@<+iJwAG(r2Nsqm*Nruknk5{hj&
zF&-~_G$gewI4X0Coe+<QLehUd8v-`MYqblQ--S4i{O)YuXSGjP+a+x%w<K=?JW`-w
z4@~>y>C1JgT+epZ*4Ocd2MiEO<Jt+P7AFQGUyN;nQL<vwKgjrp2<%*yU;(kpo&(Z1
z?)cWoevd3an6xP{^Tk4C!LROnq+N|tWeV!Hvc7kj(|G<uzhMgeYwv5}V`MZRk5(wL
z$3;dPX-*1fNMn$G5Nfj0)wje=W0~Y4Ss4mRqHoo}#9;)OpWrdowZxO{w{`VB)<5+r
z(}aZv3OnR)<kVzD4b1+SUy;`J7J@dd0B2Ym6ubiuK})Atuu6YMg9(UUf3VHYWf)Gu
z!MyZ=Z#*oHo(5E;3T7`gFv*<plQ4EXuEMIjv~Ya4r`I`IumwI&OGb)gC-eeyO>IKg
zv|c)!g8(??$lRw;SWJx1i0Nhwrwf}}yUn|`&pTYhC1LogGoKKd<YHwXnn$x_c#~lV
z&`Ia@42F9~jZZ1yR$LKp16fXr(*oo9tocmv#^YD*%#>TZp2hdyw$(T_&@!hJ#_x4+
zK2OGtC#e-)2T6mz#M+E(f9Xeqw@NW@hXvs;VL_&f1%-zR#%?hFwkJaWumD4(c?N|g
zz7tj1H(pLcu($)9fvSDhmtNO8<UbM+SHeBZy!EISiqTG$jDJIwl^>+9k%7N^i{lb6
zr#l0iJ}HW@vxW~FE-T1?Cn^@m`)Cy=LR+V8!M?to==a~hIS2SYxN=>9-4JRWteuK7
ze@bB=a10FmeNj&kq{Q@7oxiTEV&a=3yqv*5uLbPCj7XiP6zN~vfje-zf+5K!<Z66$
zyb**@<^K)aes@{mcRC2Qh>j<AB7-_iLs9+VaDP97!~NT#a}dt5!k_(5PrJ6;m&Xm(
zK0lUkHCpf>C{AUQuAyg*^Qd8BPu-_dtcO}Ir^nn!Ra4yik%77iiEGxHU@uvT8q5I7
z79+0tb7TZW*(U32vW;N5vd<o!nOha#!Fi{A>n`(qKfexg=Jv?xy!9y+3|QGQ6pwPb
z)FTLIVlVkC;k!jX-LdJ`O4&G&?lNl2(U78#yuJN-A_&*UWdB|yG>IKmaxi8dN(5gp
zLE@H^<b@KYk-WACr&uP0s`4sZwiVwzMQB@Q(3*XgyHay`OoNG-9Hg^j-PO+YbTR5X
z?&%#61!n>(|Aqa^7$KILkMlkhwfSvscWZo#AR{k0#jWrEA5OVErm7MuS*|LnV-#|S
z`l1jlzPE`vKQ%wLwCs$OG?*f)i7#7f71$_%O~3uWdCFv+0r#>MpF!;)gUvaW@<?r~
z=H#ty*=<hnk>i2`26JWw@e1n4YpxJ_i-M1@EXC_DHW-hOR6V6WJWn1YGu|-lzGWK^
z4IF~T!D&WF3GrB)L7q!kj)&+6!!(&s3g<ZQ2eOo}aR*K!)5Uw-eqFyFb!^IP*atA3
zCXt<-CJ_?`e;jtj)`>9MmlX^Qep*yma_e5yI1KxIy1%xJO_W0<NCU6w6Edkg_s+tL
z&uVTC%++8_IYG(ro#JxKu5Tfe41G>}X|U!pEH|wi&x{9%iz>}TQ$rnW)!AM4ee#;Y
zh%^1xA^^Z*Ge&Ay*1glkcD(jpZ+82e;TJu_TV3nR30&H^iz~IyPd29R+Iz63&Z+X!
zs_IrIds>>7S8%}{(1p@DE^dx7FG$gy9jt+|NLda4#4;pV(>_S4nYc-`IcAe-^7OcS
zTjTECvuiNa*u#9q-YP26$Jzru`NOi5em=qs5=mqZBuqrBw9>4LiLqM1c_06&O>Nq2
z)kP^dIc-|lacarR-L1`MHu*~Z+Rz+|Xnr&zOc_bdyyBu767x?Yd{FOrWxCji6cm?h
z<P>T@8Td#O%jIs%*_KKQb(`|&8i%R$4ZGsU95a}$lT#x2Ei6siIq+*+cN`6Tua4I4
z!dhZ~4&*NLjagQsDB$+cDOogOsnqRf7@U^st&hsv-^~ZYchqAZ7uVsScz!E?EEgIe
zg=^Y0y6r?vo8`c`4*uFCW94p8GR2I(?IlG2JuV|)(Q0zq{F~U+mEV$L9q<|36ifNr
z6>q_jcc9=U-fHh>S7Z0qiJ%3=?I*oqx=P8LL1qAD3q?kEM&u|>GKphnjj48pDOz7)
zHPYSfU4nw7PE%&D9*q-)j86OU!O6%}M-O#jvf2I-smU3w&N#a|LP<V(sdiAy)BpyG
zE&D=2**>LYmFj8q#~FYrhCu_dam!$UBSuI98~bA@?*%`ho+1xuoygYb{WX`Y{onGs
zAk1Ao;l51oQaEm=pT&eGtK?0un?Q9wB_!!RHwXDCW7A@=A7fp&j)TxL`0h<2S$U&i
zg7j(H5bk|qVbAyB5inEtJF~4V@>D$ooR{d+==1BCXY^U!Lhdr*=yPD6=BlQKos&YE
zJLPFOS~u$X*wi7XpZ5eZVVq$=4c<0~T_>7u1~#_s(N1fTe+T!3)7NtS>>rpC>vCyP
zH;>!I(<UOP$4hxh3<xMgu?;2C%mB%?j2dhRR<8(lj@7Qgimc0E#bff~JaLB~QFOWG
z)c0s8#`f}ulNp6S13r}NOdZWN;Z(7FNm`LoBOgdaM30GA24#Y!!VV<B#rcSj?(a~X
z#(DTC&k>f@9@K?BDxOqr7|TJJxiG<PngDzr_ji^)#y#T$VD!>IK)d2VYR&~CMB_48
zuhV{Q;UE|+9tz@meXA<Jea$uvI}`m6Okw*sFvVr`{|Zx9`Kg8*+z(A){gxZvZcgVz
zI^fotz)=WyaoKNQLsUJ^ipCHtc1~Z7P~eXY{%n^gbs}Wn81+I!41G}=f-xc9Q><H|
z&UM?nrUtH6E9A#-LX<!G)ir3I0)^$Q1L)!%ZN;cNTfMIJ*epOkSHZj|8n_C=#*r_k
zQ8YPU^U!v-IPNAO*xIIa$MXi=Yki#rjwTW~|M7|vz0S6=tnadhB(DP^G~Su}A1U*|
zRb@Y1yWy)2(6?}U9;%n}u|i1z2F*)S$p%Bl^V&4NSfL4A`G8YNK9_3gUtX6Vn|2i0
zfrZY{Tcs1(hkayL+PbqON2HT04K3mbwKHg*kX4DQ6DhW42Sj)OGPM&Jt&9I!mC(qF
zd>tf8T8UT;Px0lj4Z=fo0prsQVkVT6t~McDoA{xiCLd`y1=8<)s71Z<ZEmVh=z9)M
z{0wY%eT&uU+g?$tVe}Mv`3G<e>f2*wJOhx6xNZ7SY*KIv^$>pbY-;KH(c^CWfn#p1
z9#2nS&B+Okz5s?QpjO|}pEb&CkUb>IRP^a3Y-9<o#EfBa*AH>tV+$t=kPcNm{<(NV
zpvGM$4$HX<Xh5t32eaqD4E^d`B5g>)_iGKHm3B0Ih0E%=ksP0$Pu5`?og|$b!IHrM
zXMsrUx@_0eg$trc!B#Jr5s}sx&$2(O=;$<55;7=jyhTgNT9jY7)AN;1+^^bpY9&Wm
z)`ehm29^$yR8z#Eun&brb!6-nxQtPfR@FqI|Hdf4-o9Xz#(jar=QSu+3fh*ZN;*Rw
zAo_mup@R3Xes96YlS@q|17$v`QWPOT*phM@gsIiwQ(@AtZL^|H1ar=);L_`0Ef#6!
zl{0W|wUwmy+XeEJ`??pN0s?*ZuCn4vn>0Xcci*?BKH!_MkK{(*v}MeA@u(B6?NIDD
z5i1WgrmX|zP|W_)yAE5)$9zcbJPj_otY)PMN>bM3POCykcykj)>pFsxe*U0h(vO!%
zw3N@L1<140l#+~)DtuN>&8Q%p=db~9a1_JGev3Y-$fZu<33-g#3~j3lte=Lmorju@
zz%(`qyDQ8##3&`GQzMJ|B(Q8Gf8CY~hOJ17Y(d>0lvrpV3#LLEt$H$Mo5EK-Se9{Q
zu;CqjkK+C)ZaXx0(#L(1iQPWTQFQ<6$f)t@(tjA&EXwBms)*!eci&nb3nKmh#3!pb
zJ-Q`Ax=~2YJdN`gGuCpBh<OE_6MjqB0i|s(=!MNs=hyDt2iMQG2{KNuu%S!Tjq$;?
z^9TGmFA?RxvNI|>J+19HaU=$69nSukEH>AqecKBnHa%gSWyk4lM5PB#2;6$j7yP*i
zUh|z0X7o!BaUVeu&nycp6Ff43u9Cor4=~yH<N9~@O8NmF@F37k0zZJOq)0!aWVL+!
z3sWjof8auUDO-yzJV&4E{uJiMfMCJ*wUJ8>lm9f8a#D9fn+w({Xf0bGHID2Ap=dof
z$#%(~v1GrBzS~#r45{)JbqvM#t(Y0!$j<)}ro8d;=nCQm=5Q4&_xtL1Sp_6@C8#J_
z-yIlY2ow&^If1mpx%tn0v88PCvwxRd=gbMpkKIh&R-hKjt_~dF)=!vaJ_5oR|MZky
zZw32m`YrX{51M?>Wn)R?`hAkM8gB`)`qupgirZRNglJko=<J0av&1~eTd$Z*%c{h(
zTE-L7B6OaM!;VHrhYUC!FXh8=h_$Ku`G3!1Rexu(D(u5Roxc>NN_;4Flja)v9An61
z*&3Nb3=}QHk!qtRmFsN|wQ4ylSlj=CD3_fOY%QVOJ{`hECsNp8CzPo`{q&UCP1Qaz
zvnV6kQK5?L=E7=xTTz4Lh%5CpGv%j5lbc#>{RKvVn2JffpB)LC8)F<DBEwT`Am&B_
z>Am9)8O|kQ4Bk-%u6QzN?m8T}(idx+<vXXh@4&@We;GG|^Y?VndnIPvMj~$V-7HRO
zq%lxYy#cr5o6vYJ=waOZ@WI&u4Hy(GmI@JQ92X(Ts_!t>HYt%%0B0`a7Y&|Cpq?$1
z8s5|0t|cldhB>)Ei1SpYD$6nmEJ_CI#j5q{%ufk{=cI+gv4mi$nPmjJ78n2)3X22Q
zOdt}Ix&0qz5O};D*G|a1!~`Pqd_JcgbTn@5kjrSlzHe^$>m(u9`;(Ms>sjKs1dIrZ
zs7FX_r?kZDKN%=2_zl5c5&~5w&3O;NoWK`{9q%ghiAfKRjq9GmT&52N4@&4sfxn$5
z*BFv5K&J@-9$lM$JQhxrr_<z%)8xq@q>RIT${gd%O=%Rsv^&?$o2N<v$BecQOOt2j
zpq}LyTQPU8Qc5tMpdxy_#EU%p6#beURoS7n%!m1(G{r8s)e7C-v^>PX3yfG=1&P+N
z<G0HMw?3AZ61G)i{LZ-b6S}{aVT%_X!qP}p!@i8c(02Vvw98MQ`-u0Do!_h)7^;bJ
z>LyO`)C7oG*pOqivbBCx0L>X^8CdZsBO-NZ^p6D>VCbjBA+c>39OdG9Uc9vsr4F+7
zDYAauWPU&YnoLOL<mZk=oH`J8&oO$aU=BV4Dq$ryMSuA46T+(-tcQt4VH+Ok^h^X3
zo?iBZZg(~$F(sQXbjU_>9TUcXdmoG;*b|3rCvE@Y?#Y`rms^^#666YHdoh);NHLe2
zlehBke-Jnu`v<4oTH$I)?9GyQ7j<u72&G6nDK;8|WsqXvvp_3$hkHsBPlUyB8%56G
zbzqzej|!zk=9VQWshB_8w~pTQ%#lL$9rpno_XOm3$rsS9Cb5-f@wpVz{l>j^#4`tO
zLZTifBsrI%kfCM-mgNHis9L}M_GvjP{k5i)h6K-7XHFI@mPM6$u;3ah0P|{KJ_1G1
zN9*S~7-(-C3>Kn4T+N-NE8BR#&l?5r;#WqsKRaB$R2*`)G8N;mlO<;9M2^uLf?a$U
zj)BRkqm}t79^ro&Q?jtOb6;S_(Z$S9QlA|&hwKK8%uB}nB$1h@$S6|!ANWT^4m)#i
zml7(zk1K}QjsvShgg+mqvy52;*hq)JxTlT+fP`4&&>_D;T2hxGG?3eybB?9K&EdH;
zPkKiGtz?FMpY+_3AaD!|7y|}rF+mFt5M*p-W|yA<n$|cqW8(?k@(lHGVA-{fMzmd7
z3?6U*o2#$dp;s^t2BqO?hkiw3OAcGM#N*U!y&%b%d;PmX3aLnXe`4>US1C4<e1FHi
zPr{e3FW2r?oH)721R};ubiiZ16W}OV#-(dFJ$CTT9RP_(d)%|?oj__OsZ`8eT5`6c
zP27SDGVG%8uII1~=bP(GoY&GW@amNF2iQ7JV*I8mhMwUNTx$i{@bIk?wWz^CL!=fO
zYsuUv3eRDm3+(l9Xd0B1l#<JM$bb4P^$bt*NqX{traGM75GTb-U~f6OZxOwqg4i#w
z4CGVxa^CM8?7yfA;58^&*ni4!{VxU;pu!;kdzLbHDb6n`p?_X2jU?&ueVmt3EsaMs
zeWd@*z4Fh&;PRJGd53m!i&MD!s(X=7U{q>poC-+8T~UX<lFN;{D##w4N~;tk?`}NM
zaF1^pwhzCFTc4zxbdTQ~4!SJ6ca@k1r;>5du@^dgXS~vYIMt)Q2}^9Uo@8%Wj~ysg
zjH|~#4jgb9jlIW{Jzl$)GM1GGiqPrtP1LJY`-MinX#=Sap;KI~=A`*=^kEzGu{!Vm
zoS*M2On_Xvw-53d>@Jx$D1kLS!$8ITsH(PjHCoB=F+3>rXW=z4Z?1MrG6Q_F?3!Pd
znKc&|!cM+Drz^R+(4PNPu|^e^Zid@s80-|z<K5h4Tgx^ESCptEKk1f6NfBpVYs?9W
zT(3Ox(Kr`6^wki+TJsC}2(pvfB|ph8u9K>IQr(7phcY_VbFt{YaO~QtNz|$Ku=@I`
zMGjlSHHmbA>c`LCb6t_H4ujg{FaP%qIpUvmLyI?tD6MRH!Ja*zxixm3y*$ghY`){c
z<<2=%rJ?M!7Ai$8a-18VYA<>9wK~vsLj3rYT$itoaXV|}F2NM?7neZKzq?oCILAcP
zme38hbm6cwbaz^iqu7n&lB_+{ipaR@+|r?Oygw?VJfklsrBC9U=gRc~CeND)KfuwJ
z7d2dCJD?Vo0-A$=RevI=MpfH6m5iW|vY<>u|KnIfdcCp89FIqLcj6BX`<lGKgB@-Y
zXtYLKKlbNcGo>Ch;$6##pXPZB|6vE)KqE?Hf#FxTi#2+;nQzg3n3dfQ!zHrylBU|5
zEOCAL!)Y@B%uslZ-!_NS+BhH3PH^KVGnH1n)^}#xzj&n8puxa9j|SR_H#%_E{Huqm
z#p3pEt}&5??24QvIHaWT%d^dpA*q%;?rwf~JLy--$4OAB);^zw&H-aXJk4R{+@g7&
z<^!ZMcTv|kcglXi#GK0wxGz67hqAnj>Gs)3z|UUU&eZ;{j_M4Dxad?Bb_cUm-wU-P
zLuM3Y^+tLg4{C@<nb>)w{4Zbmm(7H^+_LMc))L>?;R9eqcz|vi@^!3_1qBvB60(58
z(DpNm&d_ahPgA!UQz&4`N;3YPchX#0VA8*Jl&ncZZ|z~SoL|!{TUR`+1r8q^#@}}m
zY38x=lq&*|BkYbM2R5>M01j%Gl}R^=dS)fhYn-P(zg;C(>%vp>VZfvfEfUQ%a8ZW?
z4%sqF12Ah0O8SeOT};DD4Oi9}77uN8=y#cCU2~TxyOpYk`F9lRuGkxZnQwJr3@9uL
zSsvj&CDO8u_N#T7*=wl473tJZ`5XI$1%s#&11X$PGtJxmiq5;6NRrlj4UN9V(*PY(
zo!<ur_+DoG!S8=<a(p!FnzT8z#VGm$0%GyV<@VE8m$VrXWUisvkJ`;CMXgN(oz1vo
z@4P5W&rAMVGFqPt---%h1dCSku_Ozo`T>1n-fJvoOR367(0*QrAmzBT)LYp_^G?w3
z^C-L0Z@LpUS&Jzs)jlqD`<<-fM>;xg-}R0!X;!Wa-`TGMj5>WqG?A9S4ZS!oxOsvJ
zfV9BXafcn2I+;_qmVzZbrO*?@I}JBuyP|*rhjW~ZjP4Tnh(zk)z42kGd!Q|aXv;NI
zpo^a)XKi8BTNN%arSd$=pkGAZ_A>wB={yR+l>OZ;tw<8yBPEbFqH4npMq1hBBWmX%
z@3I#U3F{T|;<uFK*b4X4J+4kBovuFMjqrj~W@e7N5WW#OcXMfDK>u}^+%J-i|I94|
zCLH1tR_Bi-7MwA{G_DdI)_q#57*q~=pjYaLm-E@1B~OEi$%geQu>GAH{b(fCsr~fS
ziGltOppuSiaas3+2Kz#O&+V-dSq2o+qM$dXjNIayO2ZsOO7&#|U2~tr^HE_C#?#SE
zdpk4MHRv7-(JAS}hF8nb&-#xZQ0mt{l=TTS_wh5QG+0f1D*qxgyq)b-Q)NC1a*F7T
z?*^W~68wTGRmfhU`cXS=M2^5KMQHTtC=8m@b-8wzmjwb&5sd0!*?#RE2@_Ii^@m`7
zSJ)@n<_Q%g5)rFB<^j?dUh&}^6ADIf-PhDA6Ni5F66-5OTqmmOV5}@!t_-4&j+>6Q
z2FgKTq~d;lsTiu^={M~1dj7+%=W$(*EeBj$J>HftjH@z&3ugoSz>J9I^CGCyoZ<KF
z24)7R>)uBLG;8)vj_|Z21pLMjAi{H*8uk_$8<#c_LddN&5FJ6xF0o>lUoaAw2U$oh
zrOj};N(rs0Of6Hn(YX@+dVobtP)I)w<@YOG3-ek%B8;EakA5^PY+T+NsKJN0BlKh3
zS;8XXmg#Miqcfr3u~br`Bmz_9FQOpO)OmiekLQx8kb7qJ1H$15xeHYDkfcTs=IBmg
z{u&MKJEDK%I?=;A|HonyEm-qCL?iMPVD#b@uf{gKL!hk^eu~c9x$9Wl*R0VTAh?x4
zT6SX%*;>o_48Th3vM7r`p#9xbnfqQ)w=^oPAz=<+6vYwCrt2zpM%_&ZIvf%@!cuKh
zoBd^$XS4y;NSvZ7hOgmS<oXR1PM0C8n{2KMW6v>+vuhBkkA{x}pHk%b;`eJ3G@m<=
zwf)t&yyWMdtyoMbpG~w~qNf)kps2MrAY3@=@q0j6IC+K<$H8b*BN2=J8RN}v{nly$
zg2g?tiSucOvWgvsnl$}EkK1v&{T2%yDre>j4<3%m__?1JoM_qTBt`lc)KJ;{3cBVZ
zk1D22@trdmh4r#nirX9j6ZZ94c5k{{>tHB>d?Y9pqG5;M$y?<PqlSxn_j|dLXxIuP
z5`PBftK-CL>39oaY<a{=CX60!VWN1$RscsQCRup&MQvjnY^Ir265Km)1`2)#kZ~JS
z#?J|d9MB)P$g>PnpS+lWUKt2|nA64t(5Pjc(LQY%2H!}qK0P9TSa+sjpIm0I8+=lq
zH4Te*gI%K_>vP=3F7~Y4Z1AsZF+Od1<^$Sy!w9?<bRQQ(>VAyQ7ojy<AYcR~{|N;7
z#9jlzdp0>g{tgmcL;#kI;)H-;wtK^#CHc2Vin!b0_go*gGjfEvpCGQgeRfro&4r3M
zg6pMKZxt!c;5Z!LHu*8wf>~#Y2Vg$+7!Lv_1kigaLOM5#+L%5cCYwNL60%6#U@)<0
zE%hTOdO-<1ct?#Z_i?-Dx36ReqNA2A0deobW8fKieb<~c7`y6KL%dL_rgO%)Nb8}_
zf|b01*}*SX2(g~_6q#8Bdmxxf7?HX&SI@EVcksK!7;A!bdqPJ#sKx^qmnhp}eKC|&
z04Cs)AI)*_6|$6DQw6a}H_5zP#ScX!6gTh{dW|U$CJ+N(`bM>L9|jxj^K?`|(m?!B
zy^2f-ov~2UtljMU)P6>Ltc{%)Xb2qFswXX97$GZ_e_md!`LXI$`+GgI%$JS<4ARt{
zX#R|AH|k@6_YqaCs#@Q-u{cA*zRUXj>ryC1Yp;C(k3KbyHa^fH!VtoCO?W9_ksJpW
zutbgz?oTROoEyQi=sN|zjBJT-|0W>)xjXj`{#2BlF4tBgyZLCjE9oc<*gp$#&_wJr
zm0rjTV*gWLG5~=ko~%PfJ=rxT`k*RA^}QT<P18(#^r0v4hnEGRdNr4&1#W>FiyOxC
z5$~y_&BC`ucxzi5)`ldYZ-cn)zxp<U`9eBzUu+jYG_y%_Lia8W;GSoS@{+dTsta@2
zHQ(mcTrfE|!sl(<niOEIFFT9ryemYi;4&OOi@Oi{ik_PZd?YndWB&Q>zv^syMiH}}
zYKci~<vM<4>MJ41nv~EejQl`_Zz*vk=;AlN)V4M;IWW)L_6=cD5Lm{MP~rYWE#Q}p
zJx@X9fl7gHO;DZ@Rkj>T*fC@Ev5+23ZI|4n1eaM`8-$hVs$M!rTJm>SdGV5{DqJjK
z&`tVkB%P|X=Ue(ly-;AFc+M2*qO<tl#DfJZ1R4F0i|+MecFm0v2;US+Q5n@K$X`zw
z>00Rube$Uio}9p=BTb`?iNg6CqNQ1ynwk$V@#vEZhRMI`z+kVvQP<b{GqQR7l{@}8
z-8}k*j-5Psx70L!=<}z>N;>vg;xAZoq%$98z(^RCZ|i|Vohp+SCC<d3m{|kUJiG6?
z=*t%;*tRmH`L|a5O4R}U#-#m0BEwmqiKDy5(`29kdIa4161kN$!GzoUk(k55Y!I_Q
zlN`TLWqcMH(|zs^hN4!*S6$RChkx@9{32P#i6yO+F9Y$HXpoKHg#|Fws?0P67T7==
zd%^~+M2$svyh9o(|6N~0;RwE%3tnAX$3Lsr@!LU?sstYH0HhvGR0ZI~3$R>Tvx>q4
z|Gl=xdh+-V;`97v*mqtG2&I?qW-ozWWr)RWkdU)#b^uF+5!2m6-Y>t+6rqeULp&uz
zNDiO&QoQu9@|jGLJK?K_@Dn#4B_b+Iwij=R%TnbFi`oOy`0J+ikji~vy^^~9_vAT_
z+Dz>XahkAX=a<V;0)u+7*W6j`_@$6ODwJN`j&3YQ8Z}KiD(x<CJ1IfOu3@D7%Ojna
z-fvSudN%y4ym8yV{)Zh5&rbyyWkkAz^l2=0t(Eq6izlQP!Za7TCV<SFfcZ(rv)w<A
zv}lM#z7)KGy}LNx%FLq7{ppsjIU?MQKLiddg5$L3B%y1i7-($>FCb}1Pzd`E%$Q71
zhe~8(ag4yg&<2XI^i`lEL_~TZK7dmqW&uf2E{ZMm(HslE=UBVDc1(84(IHKc3tz;d
zo^tcjxo8`7Q4aJZB$_kw0}Nf+%ntw@wBjxxw*+lBC)my{LI<n&WyY=}Jae|7s9erF
z>q0>XvcN|BYyk(AdYJ_U!IB=~-Iyz`3w8AnHnZNLx5G9-+9Nw*7QX7cN{()Suy1zG
z@b>p?%<_8AGFCrjbBhbV`Mh|=enf&KDt#UOKgwg81e=+_;o}`PPFe@P2k3lB{&A+K
zdt8w26DyjYC%7mEG&d=RII1ydzL+gWzWnuJ`@+7>Km6b|-PK8wdjNfcu&V7^i3Cb8
zLw>CzJ$kz_C~D53Z~s1Y@820YB0Y&l<TA}4qQpgWVF~4bL*3E8P<PbZtMB_i)ByN~
z7xCk(XAaRGM&Jc|{PW@seq{<kI~}xK>dT1x&nq$FRXik?0?2~?wf!aDWc+L5n9yoj
zr_A-JvA-i*exL1`<jfHov{c7)F4eUP%v*A4CeObD0X`U(s7>PkQU_BVvkV+{EBCo~
z&I{ozJBOUNtJ=5*Rxm59HP00E`C#DsmoiPSg|b~b#$gcICNkTd>wDKXv+uo!M2VG?
zU;iByu)ltcpAy{~a(}3Ts}y8Sezok0py|24895})gceIn>o8m^tTXYfU(poO2cXnn
zNyxAcx7dub&Nr>fR+E<?b+bkpE>a(H*opjY)bPZ#?<=4f`jwIh2N$DR0Ibk)z|2m+
zAMf-pcK%u9!gfYcAwt;*?sW#^oN6gW#8M;@WO*+KT&g?sgQn|cjE%p!8a>IJ04Jws
zgj&Hd=KxLlYAvr7hYU}M(Tw}3_$lx-LO~n;x@O@1)=S|`w0MFT9AiGE+tN-2hlZpi
zEqxg-3{sJFg{ie#YU3V8@7xP~F;vJ`AJXrj>-ClD*IE*jG%rzBJ}4+(VeHr_DP6K4
z5^xZ<11)$Q%D#;s^N-uArmNrCWVf4*6K5CXa=RE>w#1jU&U`pMvOhEV5~H?Tcv4Y*
zsU86<v}<b}lJf1XZU%!lY4-^Rr>$bjm?sjBh<$Pz!|33t8}D|Gy~b-vm6!iNHCV$f
zXxQbCVzVq~IlobZR(o_`UcR^{-8)FmS(nd8*@<hi?<1EC=elGSBxZ(P6o;esc02X&
zfL4eY7L)MfR2s?Upe1z~XOrE9N~c&Kpi$zhsQc+tdG~c;z*o+ofzq+_?{Nek1*zk(
zNOHWy3qF$b6hti~(9mg31uOfMx!h3bEZRV}bs$V#WVAT#SW)RA(^X43Svfh$LLDP-
z9*mCf8k)FQ2{n!V3HehcV45;&PA8K~(lyj@dDd}N2Sx096P?&!A=Hc8`rYTFGm>24
zl@Kb7v*hBB6!aC1|CNNeu<v~P)^8X)6gu2U6iq`dd~Pw`C;XM7#8pHjj(#n9w^)zh
z+;3tWbg?o?iV$%BK-!?t3o$!#MVcz*DB|k{i?g|DlRbn^z-471qoHrNNosSKF~MNb
zjUqSUT5HD~7P>xeZqUgTQfEP<Hz^)U?meZ{;IAnqyg~06*=<h^7aEYr$z<ZlGK%eo
zviN~rHT&Hed>`uHKJDrK%GqEmuJ_<kVE>2YFHMg8Bl!(ei&|4|*OuXo&kMA1b%oX`
zeU)tpGCwkiYW=`gVjojd+ry|^Wjvb+^TbYi^)6KPJAG|KQcJ~O^IefW07~Mze1#!c
zS7}$Mm@c8=fP1XZBFiM=$7dHKF+Z`puT-ashXE~=vx-C{sAHuWx|gYI7^{ph;e!$2
zDV2OqjRbiOHLXXj4Sr*k@BvPt`31{5%Z4>?(@<PPMON3Tu;x@1duOgl+23_q%r$V8
zKg>-cUO9(qHdTI%)P=XBqcK|?(q$D^$A7?3?AurI8k@{W))(cz(dw+zKPM&dmL@@=
zG3`ZUH$42RhE%=o8p>q2ks?xjF>$XhJ<siCA&&Fzt>Y0n%6B1pb;$>y6-QGcpp4yS
z#?jGrI$z=kgvqpj^_W<QrAssg@Diw*z=~X9E`k(6e>y`;$&kTz!UTc)XQ-t5E8XDQ
zA*YZQg7$(k?C8E9WRD2@*g2aXFO`^B?oQ|}8~*5BlcVAyOPP?s>hJlUe}1oFVn#+i
z>36$<ixM*X-ig936zCyP;J50b>0k8JRWh<<{75i||Gd;zLRT^htb!=4`Ipq*(OUi<
zKHQ`cJ73Dqw`YtQ^osyp<*g*Y0+DxXNM(KAPO%$|TwLw`8#QllReO}_38G_;z^S5;
zVg6vGm=Lo#aYvw+KvL)q9Q7ACbvhri(8sn#G8*5Rv~(gvRf>FzHD>qQTgHKSG=2Lp
z5x>-g{dRo;2<l&E_w@?BF{#eY^N<{HE1x%}CsG&i7i2^mlOTi{NC@6y$tdj_fg13}
z-c}0)Svl4l=g=F4cAAx0ufgS>ZRQK4rrTu7G&(*J{{`5NU;fmp-!o+S4b93(k>^62
z1M}#gwwVqlJ6tk6NGFw2of_*Jv?t3;3kzM2ovkwGO0Tr-`jHW7S4}xkL}@7`At>kE
zL)9W-Y({Tm@xS)01eSPRb^`r(ePo2j399E9esha*w$n}Tu&N)+zVlEb0m=%3#z|@V
zcnc66Fyy}2TvUldh#a0k^#RPODp8W&q*#vsny!&vA|Z#{3({i>`a$2v-xv=URUn$h
zVSI1pP!vVUrCzBn?LIa1QA{3;`<iiV6++8oeJ^1+B=DD(SbjW7y{k^}Cn4N4^F-sg
zUvL*|z_m2sJEtut2_#1rBSosrIbZ8iz0xrLN}S<S1|kCH+ju2{$hr(_dWy?+`2dJt
z76?#4(b-dV7ZrTkl5Oh}Q&wIhZI)Z&HA3aXjC_C~>V|v`LT;_2BQC|E9u}pnGD;j;
zWVGRx3QUQ6uK`oy=>p_HiU)9zjRe+lC8Eh@eMtOO(d_XBWbe}q-KB%g_$q)1m*FSa
z2N4_71d+ornh0uM_3z~`=O0T5r-$HTE=+=<uTsv#k}dm^a|bJ8qS7<Mk~5$(m+Os(
zz*c){2;q)4bnV6ie$M)v>vIwe#K>)@eLDTgX`jr*I`#o--?!U0w&P-k2-{`ltYcmi
zi8P2dhFAUa!JNB;^-{gXaj&)TL?`3;uUQT^G&Uu|<XAg0c2~v*za@o}k4IA?No;Nc
zuY%9u%H)tk+J`yi@0tQ)T(6oBrwR|fzYzhFSTdWb@~_GYD4_8bQycqK0nGmL&WHia
zb&WHf8)w^j>;Zc@x9!>R#N`zkB`7(=Ddk3^QE(@)I5#2xtZon~${A*sVpg~)F3`qZ
zNS=txMn^@(t8mzB$W<K~kA#Ma0-g1!TfPD)RCfWZ`Q5!LXDa=H3m70RmUcJzVQwPJ
z?~@_xPs*zJv@mCi?V@U#1Aq#z_RGc>!N-hUXFP{|;4KwXEN9ykEGuUVJ?fdQte(2-
z=|rsMUvGkyc9b~lID!$($1*!Azdhc4d4Nu9H=EdrFKi3Ep`6D<MFf%h;`-zLe>-}C
zapuX%U#GSk8vY4MDFJ3|scRhSX2{_UqZoPZ00?9S&SP1CR|%^xI?S$4Pcl&3YPtEB
z)yQ#BjW#f=A(c>trKwc2fDlL~i_+@NP7|`Ec4tQHRn*lEI@iEclPCNjy(<4XY_K?}
zLHACQj9rQhg>^lp_7eg+JcJ%lh3tmSsml{#qv+WekH*&3-bO1lGE}^?E@gH#UmmR!
zakeq-wLhHU<1a4ag^uAW@j5Ao+NF$`jXA5ra(YvA5WqT00Puk6oQ|MhB{1u+r-om=
zVctH^qUkr$7l>E~p6_d8jmyu*J0ONXe3|Xm2=B7VIC0c#W<lL+ueV}wU`xt_R$*!9
zV5M$%wocR{)_qW`>_M~*l{evE3ivWQ{@<GG)dSrW8u4F+(2bmbE8!!kAoR}8fH76r
z&YhJk3G1|9d!IV`LihF{?9i{`FlpC6%I7M`PLVBimu$Wnu=vZCqn+~5WrqXXQ91I{
zL)Cl17<1J=H@_TtoX3FLc%W(BlPwuR%q*+K2#I7v1Knv7NTWv)jm4w7S-C?OLAX-9
z6{gIo!bFQS4!J34(}7vx<Cq57GeNFKMemQV6Hj`=Yj%p4;rNI{2985vW<TusCmzEx
z3#dDwgZ_I1p+B5KD*p|7M$ZOe&ruR6&uozJ6Y2b=DeLcmp#}S|^*d~Z<$RzdG+10>
z7JY>fhpa=9fp~<@XfkYI-4_)KDwyGl6#No?fB&`)7fkrcUCIFaMa=*`1*v~M1rMHD
zZ~vJPU*4n#zNWWF_!qy>{n`EX=g8V$71Rj_!Tet|2k`F_170H-@rh4Jzq1(s{ONxV
z_Ww{bsz7+{VJ`0-qhxSQz9hU~a^7i>ue#8kV%_hM$m_j0uLEPmS$d4l<3ATM^mQ?X
zbOg0jpb%YP0KH&3LRW!&@z=k62MOVy@!xZdF1!(q-gP5qdY(Hw%f<2TrbOeI>tP%u
zrOq*ax!<%M#Z*{SbpG1EGbs7<=WtC4kK3)tt85O<!>0@NDuF)J!~5XmBAS8SDZ#uo
zoRlW6(=q`1p<(05T<F7n`o}vft+f+oi<;3j32Ls{qm+X{@9%ZXUlZzwDPyiv7CiXR
zcDj!>2C(Be&$~Sy=xFA|>FzMhS57{@hT4pXuR)(w-R1M{ow4Hv`SX<|<t|Pt_nd*P
z@J8Or5AD>A=T3&VexYB__t{6j4>+ebc-)rYdOV!^<GQzOhc7?hZ{at`IxVH%>}W!<
zKO9yJr=6e9_BJjS2f97XJZWwZdCW>Y7cCQda4fDm_E6gQad8Pt0=)OaLY|9~RMZNx
zD2@dK?nUth$_a}H90%M;!b_gk5?T=yw|vyl_N@ZzLYiIoCa<kY?NldL!yrXA{f|<^
zL^RQ_H?U(G>j&D`!ymV=b<l#Qc}xiBxd738n(YC;f9H^q!q*O*ZhQ2+=!EDR8c9<r
zGseZ~TY`Y(L}6Mg)bx)2eLEfcMVNnE%B;QI!*n>$!+rO9_b0WBQK8eMpr*&}@MRBD
zvj&>-xu-+hZVp>I)7fwj)f1CL1<m`1>Bpz$W|SMfaC^gt`Glm6l|`>=tBaSj@^HAj
zP-OvDPArEX541UGP6xNo)embm1ffG3(c3DbuFLCY6g@<k$x2^M^BvcgoO;-a-T7PE
zmpu1-xIJG#tE=3|JM&`Nz>Q7Q+M^@>Su{jAUHNrV^c<^=Er~p4aU8!1khNrQ;~QTx
zCDw_UgPFkzl06-Q!)cO=y-OJW)^hS)VJ#2-87_is@%=8~L2@}9kBES%b6Zi;-qppz
z?Nk=w2f=3NkZfIJB}$<7apC?F;PY`citSVAPb1!uvQmd>7)KV>pioB^oWSr37<6oF
zu^b<vR9B0c;^ya@^=Ebmbmr8{yH%*?1dpfH?tE;Ek^pmctB367ExS9%JDYlx%3w#?
z1??xhW+6b>Gs-!5{J~A!TkJ@kMx6TO%cx`!FBa*ls`i<c+$q88C*9BY$1?0iq2}fK
z+Vi!1bHeT1JV)8bXPUk~%^P-V7iTtP=FthMb61+<?Ab>?<%D~8x(2xx5=}B?Q@NGL
z!_RUfIP#pQ9lFcOj!c9%`i(aw_grVk;MnQCY2gl#E>8*U*qv$J!v+mT`^rgUy+5O*
zoya$?cb7fKJeF8@B6iPCPIFz_`Qg}Tw(#zXg9FHdodN22GW<HyHPBx%l6Z6nPDeq|
z$Mx=JzGp_%UiaZSVOZ&31-S9)f$N?d`e`O0YA|CSUt9b2ccA*g!PfgYA>yB>6xMZ+
zrkY-B6vqdaj=Paw?^Y4L$vxf*IjV9LE{WmOD8=&k3e>i*Dvb&pA|uZ|i!Gt6_gFKF
zhT}v>l4f>k*@7LmKmYzdym}AA-HC*RKLmN#%z`ENjV$0<ImKy96P=IPB|h!%-1P0k
zp9O=`p}}u3w8wHGzMf;cfNi<;q&w(o$@3d^wJbqB@=4%XJ$O2-D1ZrW2=OPQO?s@3
zShXRbO|LuHH3>d{etxJsA+)sHDJY5v=nV@f4RPnnyobGIJXw^~bl&T2#kZ3XX?$-*
z(UAyKHvU$~<K2fyT^7O#6EXg#pBE{T@9%Lvoe{ZfPTJu-?yqQ;pKq=UMxG^?pCk6K
z`#PIlpK%SlRhZch9_kzhw<Jm@0TOMaJMp;JXQwoCt7DsRt`SNp*S|KMZ}eQ}j%dKK
z&CL&OiDd5}U^<(h<S?!XHfg#!QrS)jU?X<EY$0BLbj`o2@V7aQQ_~!Xdf3-k9>opf
zE#%qOsRMh@jowPLOQDV2)jO;~HSDJlN}^A_)#UlB(wG}PY3{L>7oyA+Mn3y4ACsJh
z!$Egca|Ph~-0hlO5}NBpYS60exaF{xk&NM~&C_JGRx{3Ec_J}2FAN8?j<u1WNWvi~
z4u?9~HPG(1i{#j<bMk9oCr^O0-4{dg<1|M@B*2jC<Yz$Z8#Y$j3$J{@FIP;4aED_5
zq}P<hQ8nGCeY`2*tE)5p&Gr_juAn}77owgsdwvb%E#lkde(e1VCJag*<yh+y*OOW;
zy>m$yzzV4jj^4xUXm}M0?2v^w`?_pN&s3lJ{kr6J?L%%IL_UvOCA68<<ywOuCB4|I
z$I5Gq@72mBGAyD=sI!nO>>mk-i%+k$>bcSo(9_^P{2)RS7CaCR%{5{_;=W1}^0bl-
zo2j{bh4Aq0gV%nRDgyhJ=cdudg#~Gl@OvVHwVNG~Q8R4(Pj+En*F7nLHu~$W@luLz
zpKV=@%)?UKRU>G}ZiNp`UDrGhECd_R<!j>~-kWQW3Ys{cJU>18A4>$p)RO+1d%Sey
zgP-VGe#WX|&!Ol7t4REKhNR}n<FSib`#?vek_sWh>ApWfdBSArqwDzovU^Pp<0>`@
zub5yvO~y5p-fEWq#%<^m{HV|*sm7CT&hc)tW@g<1-&pW&#ijR@C9wjPQFeh3fupj<
zS0NV-K7|XKw8`D8!92y4W;FR<A_aY_fs!p~VT&iDS?+eh5E^Jp9uKuYPq+7`K6~2m
z-px!+(OWL(>6q(uG}Q?#j7_5{(gHPrEoj_^tA9mx{U>M0?+B}L+gcj!XGjJ-CX=K#
zewty?mGk<mQ7bjqLT$&6EQXHv=|d?wH><2W13Swh@LP}Z>z6iIm&DnIAgGz#t=94#
z{JjGpN$+O@&sK_K;2K#ub_U|hZrf%*&?H^OLf{8GPe3k@QI5@110-vu0H3h#PI;b*
zoBe~k5k{t^>Oyk=c6{i+9pARhrqRz9izH;8la+{vfD^a`89l>-S3m&aq7ZgfF44y4
z4zyK33u0t$YhzK;x<Z2DyWp>o2{>0v2EcU-W_?Q{anUO#^W>+m!vy%TVt%NNJ$~?L
zKDozz9(H(s^3Vg5f86%4I2eHiN7mFmy3=ecb!d7f?7#kwE!n;mH!6j5gK^~y13W?`
zT_69X62+RWO@uXG<>fLYI{|C{*0~}A?xlEFfd|_xIrHk*Ty9oBkzc)|1-Sk?RVCUf
zcM~+o9#~C+j}3nLQSu810O8&%QZc}QnonF%@3)BH@9<kb%6{EhEYi%R4`=)wxi-Dt
zjQ82iv`-7B`ac{_5@r$fWe>>T_2Z>I1v`Hp`qge9y!&?BMGeF?^g4nd_sbqsU~^rG
zS4Y!+*L-I;7A_$rGVIVI1su&=Zg9Q3++be{uUm#T5uZ%GLSc(~sR`#zcSRPwXO&;s
z+(o0BcNn3TCqA$IK9Ts9eUPQ7Z38M$0qxl(USuTwwXD>~Q*94?{IdK?D(?Yxt0_aF
zv8{ast?o(uBXS#Gn<YZ0;;WC#nQ0l}aNe)|GQHIfo%Vx+>GgN;F1Ugsk4M}!TckAS
zIDij&-~5QLVCd>#J-wO{WMf=lXfae=*wElIil@wf%Cvzb*qW?p=Ecg36MwP)X_?>P
zMulH>m3W&KBS&Ck4Pt)IzXSxZOePy7?;5%@IX3=Tec0psGvq=Lk6|qp?1#h>uQfaK
z&YtDqZNO}kUq;l3y6lpO=><p<=gk1)t!<81;Cj1gr$|uiSGNdbxgaI#QR65jCPGaK
z&33j+yo1AYov1c<<)Kb7R;sm2Jr3=wIEi2CaJeOPCx{4h6U22tP@*H6y5iRfc>8bj
zubJvt5jW{#t$mOJ6Ci4>7ce*X`8o}_bO!Z#NfvPH1+xhn5ABEAo^QIR(bE?0p8Rp2
z)(ca1IMYj3vs!h32iQQ5Y3ggLNXmJ32f)e3>mw=v=Dv6Cx}AEgG>%S~`MkV5PzIVE
zcHv>R0#)Jz>qK+d*rbEt?^rR>^7;9IFeATIL-!=Os8pDfjMdEYT1w2Yr-!oEQO&?_
zer$cytLbs-9dt6JzOCkZHK9Q050HK5yAMKq4MLwPrtluz?nh9iHawcp${p6l>hXh0
zK+-<+H`3LXa-B^d!@5!cEb24D=S5Lhro6)DnX6(&Ih!~};Q216A0$rO=cq%R?k4<}
z_nO{i#D~!T@Km@&<X(4wcMBg-uxmWrI$av;f+iPrC#p%PzXXLVX%URHJK-8PWi>y?
z&V>-U`Gr^y^&CTDGkd_vm?{45R<*Lea#csa0;Q8E^aLbnf67Rgd4pwY&vbF=sEVIo
zFqD#)N`a#piOyy<ZRvzecb8uHdINR%qI>e>*KX7I`DWTe%Bw}R(psnm#9EbwW2g=V
zJM4x}!gV~qv~D)PHlt59UH82qdNS}y3wTmlfC&?$p~QkhP|%>D@h;i$2~%SRP3Q`0
zk+rzDFu=XPzkYVx)PqgsyIjB4S?x*-;*Q;jk-Wozgin370`oGw7N&t@2P13pQ4K<<
z`E%M)`|0oLGWi3anw`IlyN42`x~uB~7j=$dH~eGol)PAwf1_cQ@*#|!1%zB%nJcxV
zzG$&ivamD4!bj@|K?i{R9K#VpUdvHkO`)fLzFS~JHy<1TAM_;8=_hhja{A~Xbm+I^
zCDv}p9V9<_sV&N#eX1mRsx<iFRxcm68un(zSo)HZK2<3N4@I^ISc!<#uE9^|MsC0*
zMh`<L*L-wsBll=Qo)MttYGsw6G^kA#c5&wfPllH!c<H!18ka?X!rH`jnSTVBq4-gg
z!6|bxCue<MxvCupKRp3|Ndz^ue1eKExvF38-1%YfbnMWKNCfpQ+bJwNA&#zob5{R}
zxx`|Hz%}s|VgbLwt>xmB`n~S1Kb85{pGnGSRrTh9EFb9>@fIODRA)Aghnr4)pf)if
z>lAU!!NEi>ojr)!ewL~&Dj}$3RX?IykUs9>S{M1Dg)htN&A=$a?f}Sm9YtQt+Xo|F
z;RMj{z21!e=)65LRAO(B;)Oo@qkm#r6Z25*;&4C<x7x|+V&6i-t+BB#>pJf6UBi>0
zQ8y|^V5R8n`=8nCCHp8LGlAZ@-NdA%7HVwm5>_^}#95OKBU3|W9g+0frP}kAQ%&K+
zX?KOEQ3RTCd3u%}&hu*)mmbz~NeVYUbFtIj+xj1>I|oG-aolGU&5{l(SAmt*Q?M31
z5{33wO<BNfLEWQh`-JF_>6KLyizZOfipLRd(<h5I&_#L)&D}{Ta5VBsRWA!TxRhDh
znJpQW5H+zDo*!>r8RN=T8~RH-<stV`jG3Bou}M)_Yi<nSK5MuTEr{d%dl76zvM9n7
z0_NU~F51cQpc*#(+}AZ`EoN`Ka5rTU!gegMR=TM3KD2(x8S@-mJI?UkmSp5O{36Pv
z*?~KaoEZZBE}$a7JR|DQT+Czjntgxh@Rwz<;AUO~#yD-wn|3$h-?^*l-PZiMJa~|w
z78g9Nz*o<#Y8<4G%hlieBMo+(oks+Z*L}(lZmxr3gA+%%!+;Z4{DuGLYvJf#XPbwI
zZ61#RA*dul&_Vw<ZlPP_s1tvuq!2JIG|E3KhDttPNQU#6^Q24&r~DPgf7UTLi9q!H
z3f(^QvdV!SX!_kwruFc)zbizU(`zvCXSZ}jPdYInJ_p43FRwSyfBX2)PXGD&pBDH}
z3;d@A{?h{gkGH^x48+6pa!6MRq`tYHjjgr5w%N-&3mp?k1~x`KTD+HcbhM0gbgci{
z&h)ySlM|0dOyAtl)(DS*jTyL629HM0$x<JWMoCh~L|@kyk4Dx`$M*M@uV&hYzz-CS
z^?-ZR(J|BF(Fp4s8yeZ-vC*+W((qZBT3E|kYU={`;n%k}*3}oX)^@_9`D$*fZ*6H|
zs%@)}XKQT-{Pc^lt&NnvHJ^o<rG>e^xh)<m9*v-}DR4L7@0b1f^>r=u^dY&qAz#nO
z5#(@jJ63(#j>J^|BM~S=JTJl90ipn2Pc~6#ov<j?k1^uPRr>Xlne{@3)$P}h_RIX5
zo;2zA8V3bhCAC*eq>~B0Uq-MfCdxgKEKNX}uAMv|!z!m>w*i{v2zb1nZ$Lo7AmIPa
z8%rkeCUZjGl|<y4L}e>Gk0~b6qfi9A(!7>Q@u>cL<D{c>0uWFR!IiU*8$r)gVW*dZ
zAK+&)T9CW@h#x&a9Yym9dbWfi)?|^@KJYZGt2Jtaf>D26IUCmx_OR)9Ifuan0i8~6
ziG8aT>}9R&VLF~tv(?jx4+_SNJi`c2O{qiu6gQTdbd(1?%5)7c1`MiXjOZiczN-3q
z(-IB{s49|D8hl(LL(=nYC0EqreNN~bFMtXj+r@NO$5yZP*U3;GkM%IM@uMXy5KsUZ
z^Hxh&VNKT0*$p_0n_kMn>4T*Q)#YEn6FLOn61qrSE&^-wYndTZtI|+;%o7z?bTFBB
zad`^{VftC?vPUz>cXD9Hc}~y6`jV8oLUrN$pu@vFGbmV9UdvYZl@278PrHe^-tDi>
z<C2FOr%b2&&BcYBDf^^1UZU_y+<V)`w2}caJ2N^fh0nVEJb)?PDf=dt{iQYsQ!ofM
z2GISmQzy`YFWM-G{kvt{+Eo{e*|?1Nr?TzFs3`WwiTKxo5b!f{TC1gLQCcE?%5qfT
zJ+TCagSaYp_?l_%S2F-puK9#c^`;?Un=?_CIu;ItYC-$Z;p9{(4Mi~F+nic_dJNdz
zrp_Lzfg3k3s?oG~xw0RX*gA3vJ)png2QiCg1m_O<@sv^fp~xETa2@qlcmPHmW`T#@
z`v2H_&#0!J=xtOH6{HsdA#@a!CenLJARt{-nt*^n=+bLI6iDbIN)Z7AQk0?)nslW~
z4G=&;Kzi>almNMhpWgSrcdh@I`{Azje()P><(#u;o_S`^p4rbHNSvwHmQy)-A9uXq
zQ18+zXXInES+JQhIUetNftvi}$BuveGix;d#&7ALz~jCoKc*Gre<5;0HJ@`_q0o|;
zZ?j2$B;@ySB_`D8*aO@toR6`&q#IO6j*B}3FskXs<sI)L8V`xSY`!R_!6(;YB0HYb
z?jmg%p$MLHpKD7tHKy{dvlg3bT>-3KknGw9%PbJ4r(XQ7S>?IP6TM)YEvCRUGsp7{
z{mAkls8Ea%&J$iT<ujXEAGF`<Yvdxmzn(nmTX@C~oyWfZQ+Gg{Czws{FMgYuY<?D;
zh7#8evs5e$X<d=1Q(oTrHpZh~pIZE6NZ&VJXac*uuR<k5X$GkBa&qNmpam{oVY%R=
zux*vi%W&mmb4rk+=T_$U{)QPVgD_ve+6N(;0I7hAEx$+^^ElLM$+*v8*c5TMG1!h*
z<(UfeK}zW9Nm#nCMG9pUlbT)9lIg7;ATno(zG)hRs^33hfCJM}=*saR+!X?}t2=8r
z9+~|8Mkp{YGY-@gV0ge$n|w&)&&f@4TCS}j<Hp9>w$;y@s*GI_BYLXlw1ASiQM5rC
zar+Pk;{Xe<mo$cqWL_ZZWB~KLi-Z{bxUYmP+r!iMx~fDM3MYou>tC<2p0aiZcM;E7
z(g9y=1Wo#ZDYC6KUnd}$A{9s79mFJljj}S-jly6ol<Q+Yvpwx;3|uOYAN)S(k**Ys
zZsYEEqU}Ln*UlQ<Ukoj$K@7KIsHA`ScSQ}IS^^LLZV{HAeA@hgEZda2$KI|PR*=OX
zBRg8c1g>>g)OrWBtB{1>eM0e4zl1c~2r^P3t+mVLH~Lf>tz0D`$X4<`{^E)zip_8H
zD=zHs7sJf=*BU&e_*RUKtGJ>aAJAk6G!*q^E!P6C$Ox|TuMq;u#3J#NcrFhB&7vy`
z{^OJLT&%-LsZ0H@WmZEoJOvU^6SezmqkaT%;Ys}sm1j-hs?Bk<!@h)c%<jGxZE;`L
zcC8U5&|X)a3K>=>ud<2tjp6hS|5O>kUp~CZ(J-6m+wM$}&DK7&62WDbndV9lVY4a7
zD4Svd6Yvvt#KgaCO+1m_9Ip~VirCp#awCqO3Tz0hYGVNu6c=Zc<vFkGJv$fnAPl-$
zH=ie|DpB;n-A6@Y9#bwS(Pl7bAaBIP--%yy)n}_Y9IoXsU*D7j%yZPP4yU`<e2haL
zIr-GSgw?g$>e9|Lpj$!F9@yZAQjer0+AzXZ6DOp9yYI2@TGjo$z^Y%yyfD+=-l+45
zti(_X^T&2m(?|6`lMD7M7DXmKSJ(G5&Hh->n+PHlubak+@v!#3rP_as3)(cNbp?9x
z8oWD=DVLFG!RQJ{y4B7$CA9!N{Bmn+E==CdSrwaaPX}oh=4k#w7&_lSGLnGI1DTn!
zzZIp%RiKyvh#NQeoI*bXuRJ|!IH~G;0h0+*?(VLvQ!7se4?cxiKODYc=lYOI%)32f
zKa2YhHsbqJ0qwMqlOoe!(_&d^#nea<B@U-hTLn|5{54yTg3pFDV&%k=7mE)GLAn5%
zUY9q=lrI`8J4%rnKI)O-q}Aok)b)bBOV$;Wcvr?bQb2&gh#7vIfzf})GE>fbKZ8P5
zLWEAZyPL`QljvKpb0pZ~lS?!zDE^(*A4GaNzdFbw+tNnI&i4;{3S{ENMDFRM%POVH
ziM_QOvQPI&{$Tw`Ch&J=?GdsdLxN4jA=b-&@L2)XQyUcty>5|YaA_vv$n8o{^bo50
zWgshc1xpQKk`S+0KQ`qI5LE%b))2JmrYceLfQIILRPKtk3geHm0O~lpp?r76NFIcJ
zGs?HbMd87)%~I1zd)8m>H~<-4uIDh5LXN&PstehzZ&th^62jJfUa;Ax1$~_x4U0|i
z%lZmce~tLf{Dxm{yPj=rKg@Z)OonTPPJF&+1?zGYa*P^%3c%Ew)EB9~Vgjn!Zy?Yp
zZYlgF5wQtH*sPUK20$?VwKevc8xZi<Prq8Bl9edFx9^NNS}}Ok^wYuaGL7=V_dkQY
z_5B5crq>?8K%j)%tnprbD`=$<dqN&tDu?ZTgEJjP@zT^o{<r{9MejL`g!t;dU(4V%
z=F5;~HC(yU>v_z|j)8(NOu<x&8ZlP1wpEI-vivh5mLUf}r&H6Yw1?2=4U6vg^`;7o
z&|Y5!Yj=S?DqR#D8)ZOp!E*<^pK1Al>HVomFaf0O>F=S!NOLY~+``tT(!b5+5m}81
zbx&Wi?g(}3ih<P!CC|N<oX;ir{kMQy`m7W<vy|xZ@hIM((J++WP)V$|1r#kWceH{z
zxlF^U=(|%og8btNE86uq<XN?cJT{c{(kvXQsrJ2FM$4w}txP{LHD{OeTsyds(Ae;2
z0P0Q;F0?1$&Kp{BvtELn%yvhL+n=B<Y;g{PyJg#%@eK+RI$cLbh@&56QXskQ-wac{
zf9Aoa;`Z+-7Ft})wb|^I!xop2g%E97>}Q)t797z@cn@1sPU?){B`n)thsKuAAt%d5
zyYAkH%vi+iTtmmiBbYp4GR{+<b2*GZ(r_qwuC-jCQ9iu!XMpPt=bCBW$uQ-2&t$K7
z<kncJmU}LQph3~w15b_HZ*xSW@y!`{k8OkW<knlb?Iao{&!ghMPOf+`LBW6Lp#0v%
z4g2P6=;`j0w}QywOi}Yr)bt9<F+iXsmm|-PpTmDCQQV#3&v=YGa0Cbd0GPGmLD{WQ
zqy88B{nc?_?$w)8xAI!&Luu5hD`Hs2cl%~$P}VYgTR9E@8I+%mkdg)C@S{*pj!O_R
zF=u_Gt3&ruZtP%v$;r(jc+;SReacI)M<Kk{zd$jvbYg&RunfT|zYm`SqFj@!2d7`#
zBSCUl5$@>PjoI##8DaaB*I?HG7@n-$ByWRRta34{A_ie&hCeXcEc(NPO$FS6gqU+5
zI7a)LZ5Yg~fWvLw<k)1SryXodJ@K@8BjoC=_pnlLa>X<zNB>=D${)8fsYrzAoDHsD
zRn+JgmGYqdgSCX}Ru@58EK_16)JRmwsGV2Y#!O0>MiJj~xc}FC?e{8+>2=TCYx7+Q
z*&dERRKu-t4~_c6x>4ID@u%Gh4LXWKG!^EL#>>}AjhH9-|8Qep^j)CP4SNr?b04ZT
zVkJb~rx87S#}j785pB29ps=?ztFI)Cct|{7cSGfO;eJ-g&Nj4Ne1EpSWH(|(y9>2l
ze&X#n3IJ!+{tdkTkWi_B^<28}7c(wT0VZU8W&54Vd=wSM&@4Gx3^7L1|F8|*l|oZ7
zXt&*+kO`hOCGhJh^ZqXzG?}uBR$Q!}0&ZgF{!%W=9-%j78U0dl`YWkfBF@G%74s<I
zc>=fRe=BtGflC((I#yre(FdQyJpJy{mx&iBpQc7@cc7Lx%96qB)8N77GXL8?je$$p
zGzaCs3zbqJzWd|!m27<KN-Kl?iPuI-reXau4m;>b!1vn?T9kMgLmPkinB^(?EXc~v
zH3C}!Hd3X)l6lOGn$NFMy1pmB{PS0@&tcX!%1o(ob}Q&Uc%Aj-;1}n@*hROty&MQ?
zK8-_?da1$_*1lh7QQU|&L<mU1o6k)oXfKL?9urR_UV7Ff7uJCaQO9lLW$nS#74q_V
z@)n|sh=mlR_6a*zOW)0~ZF@qc4tyhE7Ue@EYk)pRPy`<ze?25eS2q_aKZhlQ2dV7M
z<*k^iQh@94<Sg1`6!&=bQZj;0lh}LL*BQ9JX#7qBFh*m>$kE$+BZut!%~bX&>0mU1
zrqzNyzptJPF?`H+z!a7tvh{;vQLjCNeKv}KC(90LKN$krc5QZxwtTw$WI5mRz&k%E
zhzP{7j0bxW`Fb?`8-$AxMZ{P{tT8_#5+PQJcwYeu+}k#Cn8UP%o}1zZ2$Kv3zLtZa
zp-OlX%OCn^2=sQt^9}g48Q4APae2ag^H+zuQ1wBx_%aq6_Ug}8Z7hCYGXqxCcgy})
zcaLoPP^Z(Xh#7K7a~ylner2Ecgb$oRhVC-YkMDcU;RW+wfj(05UO0})T7T;1o^>uv
zk|Ya|rRzLWkqEYL7ee4I0;pTp?Zi0VE@Dh&%NMMgs>o<zvRKh4k2+D+rL)oP;90~a
z9EepkKlxAFG#+=N{2@M#{S~3!n4wP8_Qx;VjOFcPuI!$$p2lbHbX>RR3>2~hyHO!8
zMjv#ce9fWVU4hgYN<pW<LUP&#bWim+I;A&@-ED127VEyYB>l_kO@Qey%Nq!(_k>I5
zNwi5W%6eBTXVgqs4!41`L?!p111pE_@7+WHrKM>Cg3aRdjz0|Vy@F<*dr9>E5B1|*
zirKm%#cOz)RIo>SA!uxAQ=XKp#lK+Qptc|Pt-2pa^A5Zii#Sf<Re2nz(uE3Xt_PXD
zm^CLQdrj7XqPN!tc3BV=YS-sEkY_4U&p@}Vhr`c>>5|T2Zphp{dkDLL=_;`mIy4>%
zZ^F|b9M5;|+Ihl)PBy<(kvfsi8N{JQNXh0%JO!!@xmDh4s8A2dtg1az5#d63vRx(l
z_sBn7{*mF|B>CqV{<*_{%f!F6@n1mjFHrgy9sY}&|7{ii?T`NL8~<&V|D6#0J30Ax
zT=ef4?cdqqzXQ{M2g(0uo}L?|gGJ$)n^9K)h2DeTyD1{?<l!r&P!5HFV<0U-^DAgS
z!|zwfs<8C>crBrg&DSFI#AoUdU)6{!b`RN2pE_uhZr~Und02Vc^Ux)9&V1?!_|0nq
zH?mnX-8K=lKjGa~Ts7sfII+)BP2B3A<>w5ZD>cgRvv>)X#}U)^bsvkLmn~0=XFX4H
zmBh0^&6Ebv^)b8zr!N=KaT#!PA#T0K0U9FluuhPib4DOK^ok^j{KNP2n9=B6I~rwt
zi=%A0EipY{7El8&$?mn-(hybq#yRB=ANQeld&k|65>T3t5m$mw2M*EsLDcL7u!XYs
zQilRUX&lu(DRrJCoh(?Y55<c(y*(n<iPAlOLq>bBQmFitdcvnKjF1ls+*vzhjzb*h
z138u#O%9@&%7nSwqA}YTML&xnf*iijYpI`q4s!`U#ihbU8VL$4FE-+2^MnzHY8%%o
z<@12dd{eV$N2m-5DSg;Y1c!`R7izqu7hWPgRr40?(B1Va^y1WwFX)SA)ENOgQBY3H
zPE`8m;}Al<w63hTl{shhHfB~I$dR?``&Cx@>7V5g^{s+ex|0$T{`-9_wB5C8GI(%O
zFnFUq)0BEbehvdxL|DEAub$EcCp1wr1L?a=Fb!@S1K;oUg!R2q429i9P;)A711TdT
zhs;-C`Qyg)D*eaBDsz~R?VPT%-g{f9!VGX#mCs7hru<K@rNnmqjAXDgkt#T;Nsk#O
z>wScsP1pm;0YBlDL~F0iqRidW=P^L8A9wjq!`2VIef%k)@e}}3j3=dEXj*Np^FcMa
z#WWVVASas0xNU>b+iMK@eTt$8sZ)jn>a!H;kKM(wb-U)-kLJ`9@Ws<{pp*<$Q=*&|
z*f$B6t^(dr!2wz4oYk+3%9Go_&jFb&t}Tx~)U+?*MYHXWIrTbQJ9xxm$7^T&#m=nk
z;V!6VvFRHaI_6(s)p76(%I4c74ZO2W!l^jowu<cfn7}FPz15_+?ZF-+yO*JTQWp<s
zPB?#x{d(-1J%5Hc9Dfozu{{G=GNC&d+0RmBOQBJevD8xxcEJQIc&EvF+p^Kbae^ck
zFi&Srm#c_<oz(tXfRdH@K-pbcF|(4>Z8a4hJetWiyW3S#TL-GK?naGoRHLVs0;??y
zP7K~vD-*|**Zn=u0n#(F<3Z=e_Cb6*bwbrRO;yVJ*X>B{K9oD0ATK8BOaTePud%tW
zrRt?tFzlBaoNN#+M=yv15Kog32@})aquyhu8{3uf@E|klb=EfU)Y#GDS87=aq5JzF
zCuUk*Sw{Uxc$p&VsGf)mEv8%FBKl4$g?(*mJe?xqEQ9WzZtbC_cTmaTlRIs2bQhvw
zQ0ZY{SC-&}7fjCD*XUg}r{@x;-~W!wFKge8<&??e-@Baf?Om(WqpqoAylBY&Na!vh
zbbpiB9D1xzJZwB3A>yZq?Ng`g#N*mV0-=$J2t5EU<7g+k|2z!^1ij;Wj}?N)!;Wc)
zTl=9zztDYUBHo?Y9!hj4;u?<^iF=&H=0>7lBQd@4bi(QwFAbPVQ6|nnvqHBPwDq%A
z{k~S_)37TtrU3Gf9#KxG{B==o#LR__@j4e-#713^2kK~Vbhoc=YiHHH4tL@=MckUz
zS0+wp9WU`)9q&0b9?X9ZIhjvsJVZ~O9%d0+txo4RL-uPMj|v-)Rx3|>s!z<%+6j3q
z=QK;^cG*+@9dSpLIMYWwt_sDci#8tPK8GB}WS#8A0H4$kIXKMc3_UoloeEuz8?g$R
zPQ$-Ep57>PObfK2hNE5oUyd?X8T}5tuGS{wp{$T7w&Cqc0Ri~7@?E^I@nEO$bK~{`
zpk&*8kzmGj@;;(JA#|s;F9g49bzC;zpLM#NRjGN@<9=G?-dF+TovAKH&Q`H^ScQyI
zFDENE9=G;|;?bfZJF`rx%CKvD{g*fEcTc3J{7;5btb$L|DD+#)i>53px9<NubR<|S
zc$3TStsnXe=>4MM?{1Tqw+UP7{<^ELO!%(-xeh-eb;C&&dr3X3!mz*bus@*@Hk+MQ
zC2%zKIRv-L9orCFTu*lflFob1Ixy);4f}v_c*ta%s@3rUl$aM6uH+0xAyHM62OG|x
z>-N5*^|Rau%a)tFsM`h+8!q~sHMxoxT}?ROTIs?2w+&*EV`uUeHs4J*W?CwJwN;9t
zlbjc0Im&u{mmpI?;x`-snc)k88?Z!(*sW+GCv%E{hB)_5QBtzwehM9^t8zH+3t&hz
zQK|7gHcL4)Hh1w0`+yWKH5rF6YPTps584I!Z8mW0jq6wWlt+!IFW3RPsLeH)EF;Cx
zy57iXBKvI1TK89qJ_Tt?<YX`*V}FwP<#IpG>4%=4u{jqG^~N<vi3P(@XagW+v>-J*
zg^*OZUO^?Rx$5Ehm681zC}#t4Qr^8$mJ*Q}w4laG4S+35)3f2pu9sq=L5+)8S#6i^
zHlv;x^MqBu5_9|N?$E855g%n*L>niLCd<}Wic!y&l3vxqYN)%KVB6Hi?wkqF6)(>G
zVPNQ({gXt%8ldY-;*LBj5_$+Ikj?~eriAHRZ6{Sza>^FNqWK&7>s4|bW}PT&RA3<E
z*lVzuSj_qU!q1_fMd@%{M|-<{p)6VwkbY+66UT7FgdDs^q)xOSpgaDZVDX-_Y+YM9
zd>nP$N~@NrrhI(7tG_6Q1@x^x1yqR46^E|2^mPP6OoLjt3!L&6OhExTi6>Zx32>+~
zX64GHr)F?E*ne)PH%xz9(Ym5P#?wzTmI{l_&N}{}+s_l%R@}&I1vuhMB!h<Xd<OE#
z<C+B#25c0q@79tkArm+3;2r`@AI&ML3bBLbMasbi!ba@~pCS<>cUJ`oK=9KJZ)|o6
zCN->m4hz0ysMCFP6D=j~yx1K`3s_4{ui$e+qmkKCLeXLU3FGoCRZMr!q~j4y-dK%u
z6{Jqr7`d_bPZT4RoW%Cr63#@D@7`pj>330A_Ia{%9?{8`Z;On$yLg^pMj9udJ5@h}
z`65O)s+(Qvo(p9DkfB0G8rk>NV^WZjT+!Ty`q|vkW=s{gS!V<$HE442$$&=xc$<Q<
z-6c3Kr<%Q68KfrA27tJ!D~4r4<e82>-NuyiHj7&m9PR>38YeZCUrNQeoLN(O>N2y?
zjS;bu1<am6`C%F%HI+&b(kuxng)lk~xyCK6Z#M331aa>19nB50T&=ifmY&m!fsM_a
zoC)cv&#)vt!;<@CG(Rh3z-Z}(CaP*Ga5iWPzCM&<3n+c%vHD}2323_*hjoPG=-d1d
z7eGpM5fWp3r&16(Gx}v8gw(!9xMJ8CDbSlnrHW-LoC;oDXM(_W_WIjhLx#%=TwSMv
zIMi>b3!F*)nMh7v#)*1RwwL~*Ue;GSJ;+gF0wBekyEkmtk04m0z3kwLHJ<^2-cGyY
z=*|x2K%&irqh`q;_AWKfFSWv<x$RACbBoKPkMZXXfBm9k7Oza&cXh&dI)85GF=V5!
z5D09fidH%n_|GmvC0g1Bh`(yd_rNmo^O>rgAsB}zVl08XKnE3vBQ0V1YqO6`e+|&_
zcjZlEB!pvt(JZlvt$hUaHQB2`l(y%F{rYfx^=l84k8T&Tt0N0~0LHYk8p^|`7VL$i
zj@H)d_k)0ujFwq3ucJA0Y1+X0G^=^K)!gxZe`-~{Oo`>lP2QT*8LSvN#?CG#=nUv{
zrwy!f;~he}-B(O9lP&D2dyGGgUoosrE}d8(v$tQDLbK3Sa7C+UXF|jTq74nZF+6c&
z!}vz`ZA*YCF3e%e9qR}W`FG}|^@LvesRWck`m2g>2Ij1+wgnbi6B|n~bQ%7e9o$D?
zLwJ>0OwVCmR1{%fl{z640)y6$RM4EUk)PA0YC>OiuiFdmHk>4INnPxglPUIlL9U_8
zy6_o0l1ZAyeo-&@YF1GO5{gZjS8ie#pSVUHeK!Jn5{IYBbgA-=Ed&$BTfwvHu_vS0
z<{mrqtduwk2!+E2z=)#z?MBx&m9Z(GY@-B9c;pD!!~Cpkk&w@IM`o1KW{fzYXo-~o
zEMED}51^(*iUDa`<?6xLI8m9bYD-o>oc9EN8{7L@(MPHT6y1ta5@gc@^p6G#B(5Op
z;&&B|KjnNLsQ{wxS(5%qlaHBHNE>@5ZAde6Y3=JSbLIv(JH^s%74o_M^vI7l#*9TB
zR3VHH{W&x7e-oc=d9YF@a|#)T@w0MgC^NQ<XAD%j1YXxM)#;36i3a9enF|Z`M7iH-
z;s8aK1t6j<4y87ePpNzd-qvZG9%MA9jRP1_ASc4}_W9D@Xr-n%iYh8IlzTYJGGKm)
z1t5i!BVz!z(x2kYljNu<htHb0A-rSWk66NSZ<H9FZtks#GmpJ1%DBm9E71F<mB%M&
zrhVWkOwPO#2+Uf&08QjrF?;hfSaqJ9UfP6@etMelC4hOHUT7)4K&kAdRwi{tplcNp
z(Z%bh)vf8JfXinm&C8J*;IH&mX&e(Thzqw7*jq!3u|&(7${P(s!M2pG>?PY@@qm7n
z@FCuJIAjDjcnjCLgUOREmlI=i_l-N>|K<KfGBS_ujN^Lg72N%Y6m;r+IK%!J(R%FQ
z(i;{~MREOwGpgTv&-s1bz%A!}%6QnsoilfQMG=n5HONY;V8EA3VQmY9savnd5||$%
zn7m+hfdUyRaM!v9u?0IYwXQ>VTf*0b{7@Znv~{uEFmh~}&^{Ican<w|$zEDkx)r!_
zn3`QtyzVn@ndy4cbD#!rgf^AEGEvDjhPOuD;E4eRised%^G)n!@On7hJX>iJAPNhs
zgPlj2OT*pz;7XTH)SLXd{ghokCzNFEqSB2ssk~M9&)&3(arq;p!1JZ)<THCmI+W3o
zhKA{=iZDa%oXYy!F54Vu^GrHy``pH5FZqIT)JgYk`e>AaHp)m}VfYdlOvx?_a>mku
z2aAN5J{m`Y(|^s$eHc(cFahf1_L_}J22Ss(lurcuep<+Sk*QU2Ja_*`WHuUpA8QX2
zyX|B?zFb*RUj+=8D-ear#4kxvI-yII027#xMy__S)T9iU!x;-(QKLmJHA5lGN$b*V
zRB%@h`{8!*?i=9W7NS$rTImhh=vrC(`$NWxXree0e6p2*=q7L_czlcl%0*>fNB+kj
z$%PQUfuJ}eF}77+loVrNUA_SuWkoI!V5Po}iva`vHVfTn{BfkGGug9%3OVNWgm4Y*
z0qBWYXoWBJfAeMUFID1m(qdeNG#3=~V8)sN9}$z&&^kE|c!?5{*)YJB`#!E}ChP$q
z(XJSkC6!8GOW4d9z#e5q%3O_B3fSIc+{Go2l?q27<mNWxpe?4zR^p5PF$xwFSTST2
zFPFM4$L@i>@NqqGd@Se-fJ+Z)WKI=)9pNQkH2!VE-WJZsxT+?`1o)tZC%|m6w>x|a
zYt|y<;!rmcd2d!isQPb<uhN`bHbU2q{VKA6Vi)XZQw1It+1}q<vK12v%+59J%c&em
z)H<7s#VVjy*BILx_A%Ex_@6mq^wC4hVi7iu1&T*&nI_q8&S3aGsds{_ViH#DE3+sM
zneqtG+pL<+1aNxBfAs^bhNOn(e9?SzV-61doJ%>`nd-u^W~=~Pan-H=wZEP;Z&rFH
z-*vqy#Jl@FhZ<Z6%Upo?hEa%&Wb1n9V5dD;7Bhz#cvcYlWffOD!;{?rDW`|*iuG?Z
zxQ5`HUbsdMU(yhcvvFZGANM*NMzhB<$+HD+m;K~hIM;Yl4DGfSFcu2j)s;6atW1c=
z1P^w%WfN9v*XxL6ptQl&zS#`-RB`rHzWprPP!e!*9_H7}T(ic`3hcms+7Qpm%%EY*
z0`bR==drv?b3YhdA1wXsmttHIFB6N%(;9u6egahC^mgW%%jKc*Y@B+E#pe3EmD_Ju
z8q^s5(r{k(|AiRMNZ7md);Xb9OPJ|~d){jY+e{jX8p82oOhNTuTG{@1Bqr)#2d>KR
zXFJ?3`^$HmlT{>Qrop8mj5j4jsHmL5VmH}_3-Z0}fSMSi6_;ZlF$B{k2!%ET&9zcE
zBnB`KI~<iK5Z#(>o2WqtEp3fI<J}}lb3f=jmR_Ju)rhRZ2PGD9^teFOFhNYh9Q3w#
z)ZNZU;GSbAszI%s7UHUc1p+V0Y#C>!{kN?zVVVFSHN?kkOgIlidBkvKWo<JP0jNZM
zTzf?a>e-c*sR9RiFa7>TAQ%7`t6yn-EU;0UAZ~XO5?|eS`pUu1*%M}MUkQS^CJKl+
zf?oZ%ct%?r(&Qv-xH>1wx|I_CbNNl)jO}DV{PU%s2iEca0#IUEk%SYDnDK_oTQy2W
zGTGZPTe05-hKs&m0T~Gd@O&#;*xu<WAHRhE7!?Sj3S*R?s5)f|=2m%ZPOj7LPONCv
zCpDmaVIw6KX&|pPYy_0dRmhG;_8Y{Yibe0Wx41}&$Glkq!oVuO?iU4F4el`zSGQq)
z2e>cOAeu>CIA*N6Ai|I`Zj4D@Vf@H^E8<+3>-F36&t|1hzQoVgLJio+Cg8@D5l68_
z`Iy@*(ORapv4K*+3I!`H1jooqm~)S@Ku*d{Iq7>|EybS@f|%m086B~eKc`2Br=9~_
zDi^`9(et3jYw@d6zgTz*91JKU+!|eVP)aN-2}ji?l-Eb7ao;fC{bBwFxM0X$#%7Ba
zI`wVqAo7U(Smp(%7ULkg@}9&KLpBy1%8(P(O1<y;Gt>$=u?PX8RZwFkw*lpI8y0Mv
zs_=_Q+UWV^boUhsZ1WYIP^5i+XEGFQ)u>4gL~X#bso*f|?!T@I6gk$u61d@@7!}A!
zWy)xc)zEN_fwNaNY@Y4LbT8)demxnZ*^ucpC&f`lw=SDr!4*cf$(kw~Nwr{HJYd=}
zSh$XayicQqI8c8!f=ot0v<<P50F*}^1qpFBRtU|N+6@X|j+(yb#H?$R8fd>yjjf<G
zqeN+<WGs}aBag@lCT!6xH7(Pa;M~9f`$|R#`p2k@fKyJkl&W)cc4`ilqr}B~Q;xs}
zr<#eBCuEEX8UR{{b72>3#kifhCA0w^!|lWXDxbU?Er&>u_6NHSr$pIgz*rbtDTT{m
znmODFHtx1;_z7dczvVYQ1<_dXh6a+fJ`uW8fH2^^f-5!Pq}25S4gxU4fcMGoUeJbk
z47dPsy4!H%Sz)Ikb~qY{F<oMFOnImX>w-XcEZ);djHQI6?q3M8iVcrMVP2~ZJ}wZZ
zvJ>+zRbQDd8ttU-??l2_>8SwLW>lyeLJZ9--OQ)Ha>pO_iYyH5i5%a3*5pf{%HFwq
z&MD`8Wvj>3qOEZFSPigmt6*fk1U3eNDa6qcbp0zY3o>M4_?%v3BeOfQIW)kmJtU6E
z>%g#AOOXa1$C5MBVTZ$QT;<eYz^2&_CKeHSedX|ji*pVtHwHOOYAEjxbi>t?$(TXc
z5Q{EA^uN?dOqwNg9P?<T=lW87F*2tnG>&wIj`3PKt(vQlL>|UPuaY|w2<CQUkZno!
za3`raBoC4&iYMBPz9$>T!a@bkX-Gfm`rbeg2C%sQI0VwZX+w)esP59T-T-!jHn+Vc
zZD1buQt`+EzLhhhef>P_h>S<aHODvVcvKz}$b>k4G;hudxSMyk9=Q~KzS3#{?CMtU
z!L099;`%W=T4*X&M*iNTR2VBGRdcrWV@7$YwYim%xXm^{;4pcX$wV<4G2-#MooNuo
z{lfl?1|i!sGW@k`EN1W0gfALqy~FXn)$NO{$i5l7;32WLGBASM?DQiC-eoY6^G>m%
zJTIYP(D(k(prEfKk`Y*tQ=~v<Z_{*DCAxbazJi(DdRqp2bmy(F*YwEz{`6I#pQ?|i
zX)TXk-{q~C>$F8u0zGxU2lJ5d{wP)s0%+0-=W&fGWJQSe-&Rg9gK@{@O}wK?Vw#GW
z0xC!{NEh07*ZjaFy4SFaw#_ShGE8RDEH!&9W}J}OGp{QaohP)?r9RkOVdWsdCJoeD
zGmuaq{Enp_=Gw+wovp-e|G0Zam?~0)Kl0&ofLFr&{fz3f-*I1z3&YCGb}fOC%(&Rr
zTt~dacXkoJE~+aAHBZ5sFBsL<-rAezfWBrng=$sY3nC#cu?RCI(Y=70KIBNGY-ZnC
zUp;0j#n(=kly)7}?0MOPvmJFLN*Hm|Kfhb{gaoahviUoZ`ert*HCZ0?+-8pXOs4`j
z&r&m{2N!yw1L%8lV2=df;vKA+Pm+Nm@B5GCCJ|QoWM(W^gcBl4U=rn?s<xb<p6_l4
zG6{~Cll`1=Ly|}C)2?(sf#PH6?#}AX^D`q6PfaqlEIcTSMd&Ly8!;}jF*f?i`~8AI
zYjwk9#+a*eO{$M>mft`oC&6r)gf}uC*GLhW1C8Z%9xuPQgqOZn6)YU2(@Lq3s$UQ-
zZX54>U$EJ>(h#8gtf@le%PW=j`L-ex27wepah!4;++kLU?1S?OF=HS4o}3SHI+j}f
ztJ{>gKU~?7EikG(1(a!-T?H;USRI_Z+fdt}PuQrqvI+-6ud87atR;NzQirvUjRG!q
zh?8qT1KGoLFIXpWeVrM|i(`%%iLdYj;&Hw&{;}>y1i|>XF(=P-YXyPvnY}2I%x(O!
zVK(DDE!Ru3N4YOYXA-o0zgGbcyp+V8GNJIK-M6SpTJKrYtEQpe<gUX2ZTY#2|6TLo
zxs$!Hxt1DA;{Ljcnz2BO&f<T(HsbG%5^JC^;$@R1V$J__HOJX)8~<I+A$?osf4iAO
z`hU8aL+1a>%^bJ?x0^X6WyJn}znLRrB=AxDn}X}6^t?^)7|zjir81DwcBj1(xb-qy
zvmf8_>Uvk%9M`Cq#8h{1k|OouqrRYSY3Y!pfb&)d!okC459B3TA75Bf_xyaiN<zx=
zsql2==&RF%p^X&FY?X5)w9n3wa-BO*_CNg@_U-!Cor@&2{vxE7k5(0!L3IM8Twl1t
zn7^@5NWD}JKSydwM$-4=swia2k(87R!yD!x7|p@fYV`v6MS!HQgF*CumLnzbjsVHV
z+oi9PpAERqg*n`PzxZSMW7I{qZ5@v-8`@`0&q<ly73n3X?n^Se+zcf<Po@AR+0`3A
zb<QSeE4DZ64$wYRNg%E1n>;nkUUlvsY}hmezO$(DIMZ>|=gNLRz1M2i_{+t%aOTK!
zq&2ju^3cWJ*$^!oy&iVa$=rY;_xihG=SUxs-$xgB`LQSY^gh{$xi07IS_gB;d1PuJ
z3pD*gSg+}5YFWl^z~QT<qEfskE?MZ;)`$S@vu78=A{H&+k;6CK7T;OsU6=b*Xju?=
zXfMt#V{jel8W~B?HParf6W&*6)lMth)cBBfzUyJ}@^Hk+O`vb$+!)u>2Wa%WFY}CU
zy=!)w*@lLu@a^a73{E{kH)Q<j$W$Jyl2qI@?H;fhP9Cfl`<ikqO5?gHv(Ms4r>KQg
z-sId>MlzM(Uug^anms)ie!R_h6H7|p4bn=6-8aOJ--ft>`-`Y=2>xe`7bA8OZJNgK
zIMAY&Z1SA1=4Q4Va&PSGb#+3`Ia7521rWJ+ns;k(_n>&sgF(n3eVkSUObbi&5l4PW
zDKpj;)?B~ICPx!H1lWB4nRFq|Y5u;BxOmUK^e>Xyj9xWLeattbj+A?bu3wO(GTaCE
z&s@A+gaXI|=lasbC%9mJPklZrK*%s_IVK6RZZ&+>kX3EI+$KV@dF=JrBcBlAGdi`A
zemYE9$kEkJ{~-8qDfWTx{ZdHg&x(%?0#NL!MLy4-&wW}!<Kk<q9G3ZZ^~qEZrIPI!
z&R&cp?fh6J)}x-DETxJ-Acl*~KE4$YvW|Ifr)3k*Q*>9-K&oX`@FA7^sAL(j>EPfX
zJo$y$4I^2s00MyL8E;sdxBP2<l&)s_+dJwsYn-DMcK#1|lM76<r6z*n`J9M1KIR$G
z2|g?`Yh0{VKAHb~hQdYC)1CZHe34a!O{PJ%)O64r2u^?DmRicSY~*x3afsxO1RV)&
z2kEKvX9#`7b#Gma<g2BAx(P;<PaY&Z_tuEZ2{j&IFpw^;^6BY(bAw!0n=x6_T19d(
z=oJJvQYespFFX}C-}wL>bc($pSALa*_Fym*_25=i-EWh4zPnIw<8YVUBC~q8*hi%9
za%APvO;&Bg#Y|cs3~Wv{vk@xU_aQZ{xiQIiqBT`pK0R=j(kYLoj*B=)dMa0H9rrG^
z0|m+F`xHRDuXR6k=sVIa+N3_Pr|kt7;vDIi`tRRul7+_ms`R<Moo_Uvd0dpiBi9Nc
zbk5Scl`+)Cz*lZa7x%mp7-o~@Ph1F;#bwcJz7G9dI-tofC~5jJ(gf`b8{|fU&ylS2
zJcSKn#w6_otn)?G>1*!a*1GQ%YOMu4-7xS)SAV>(BbsG0xZ1)SCQQop)PMJ>5&cbm
zF=P6AS(^~`A`5wma<?wJzh8RNRf9rRv<8CrRTdLlp2w#$XlM%EOW=8uQTou$vv?}7
z{O@PHR|CIJTz_SfB%UIvC1K1)p$Smo$+%Yu&v5bhmvxpF?sH+jbTXB$%{4v~e5I*F
zZ6K%#3rbo-$RaJ9>?=is2VvW{A5{U&)$Mh*5x+!8r#YTglQCYPjLwv9g>1ARLluXz
z4lrwp)Ros$0g=$cn8O(4rCd!KEqTbh9(Afl1q;>2@GV%mVA)aI(24=gcAhdGDYwah
zPk)=}w73wL%eN-+AgxO1AzQ@x1uw|<;(R~y=q^}aPpif=L&4o?Hcz-#AN=R*gSAyI
zuN>|>@+JC84@^+iUbyvY$*!XRDdegK;}7HqBrY4-W4`~+k(u3$;yl^AQM3<Q^LsMe
zttf9HdDmyYm*_?P68Nq_y`S)YdJ;a*1EDjoT+ete1GqU65~H9h*N?!5RR*1M7Goh3
zbm}aL`x4%{+!R!%js-lGZc~1hf1B+)g)i2kudGGomlY0aIB;$6$*7&GC&pnG)eCrp
zu31O_th9Y{X$GKnEm?Q$+RulY-=(Bq@$K<FxT?vR`2Bf&hjyGAo#VLpqF@qF<t9jR
zL`1HfiG)^0y2dL=mtOX|p}8v-oviNzNx7|7C2>W4ZA_WM1DJ6Zr1txpPIq}eOVwNg
z$f4#Qz8G#-I`HyQOXa$}@4D>MhQBR5ZOXKe7kc%wC(irz-F>NO6*ZCzRD3%&vySnY
z<A}^GdMHdvjmCt@I$XeJaie~gnTz^7S$RxT#CCnHUo@ZR<Q)sfk#f5$eBQ&NYsexR
z^H-@nSUNiv?jY6xZ7^f0!&FP|UvA_^!GrG8-*ivgm%7Jg*k{(urp372-AU)wOlI!5
z_N&5Sv*TMA?VlO7^DVJH$n!2wvDDgIf5n$ymaVGadwn%LZaB@o6WgIp1^=XT*Tm_L
z&Hf}j2T@Y~XO@+KSSPCds`B`DoWP=fqt~KJOuJ;E!izH59VQF2Ml)oJ3U-2ViKWfP
z+<!VT)NIQ;@03Hvw-*c9FS1LB{}P+47|>bb=rZmm7}tLSEvfqZWzJD$vm&WAol2!Q
zpExu>e6UMQNbRG`SSEwJKqj#r*5O4GZEXpY&;Bq(IzB#O*@-t-xJyM1ojl(Q{3}i|
zeWmQgc#K6{-L@$WZyR18R6F`-EUN=tY=|a`FEQFPffd@!Y`BcLcmDowc|Tdi&A5cy
z^9osiB{qGVt@;am@$6-qwLZtL;v)g_pjR!&F>&g0YWmjZQZ`c^Kf|_vFjS4JBZk$^
zkyPpH#B*ZGb2ma)hTA;Z6ML;!OElzc(xfE$*h)i#XD~nH|AO871I#eXq-mnTbCDkJ
z!RF}Dtc2D^Q`Hwq?#Q}mLqFt3DoTC_UW=9SKftE1XM>#qhaj!bu2c{f&i-MbIeEw?
zXY6F{2c7TpPvY#{efi^g%#uQ}sS2J)!hd|x*6=cKk{ws6Zl<}hZ1z|5HdZEk0a?E5
z=pf|P=J~{hcmSwH`hL0onU22{z4kEQJSN64&B?OPj{JObzRJv=;ceHJ`Fx{!y%)tN
z4zSI1Wmrt?e9PRlt&#iRNne#8&z|{Cpe(uUr=~oc<375JJgS7iN(KEeNC$wF$(ESH
zdYOh@))#MCyM!?VLW0RrTd2g#FJAX|Kv73Fyjd?h_=SyzJ-MMvwky$4XaVosxi<>t
z8Z^)kw`Z2N9YNpBsY!%+pSm9%^fPKM*?=?6_~qGrV?R}o*y&f4t9*ON7V|XR^6+&t
z-Oj;H*~nt;xEy}_Nylp(Zz;mU__unyqvnu?vOK6NWuJX?h@Gur{7Y}hq5m~q)3Nin
z0xDxc@tEAUA6}c(3Qy0eytgBrRP-w|ap^$Y@3FkO!596(PA=YpSX~k^i(Eqv6^@LN
zf3jIL@;e)u5GQ<n@-*rzEsH<NW>4lotH#*q&zmuEuV0$fN=?y>2(s17sJ&uZHcYN~
zoeOFiu4Uah{#b{VktCcpUATOX)J)^|$*564DXP8T3D7i9?On5Enu>R#@g4CU{H5!b
z)wx1Oa%v@BKkm)8Ebs1{M<N!~9{(o)r5t(`E+VyOlOmg)Szex$?8_QN9xpIJ2mGrv
z@0RT(2a(^%u+aAN?_EhZtYo}){3lPk_iH|Vn4bY9Rw>1dv;Lq9qz!s<za;psoEm8R
zy=yQ`l=M<Y(*>XK8+_CqvjuZn;x`@Bq@~Ju`MCSFLH!CG+~cf)qQ5|fA9(XbW{|3(
z&Hcn-I{&90pYCe%L6_ddjqR?u?0SjCW5!wWkToZBupU%XZU&3Zr7^pVyaaySL>~N9
z3*@1*;j=seIL@)3EUd5EyFai2LkICN2ZOk25(FwG_f(U8<!1IqwP`Mcq$dz6t7Hmw
z-gs|0ZtjGNB6pXciy=~(j$ePvcG;{NDVgO|_vZpAsTn7hDZue};$ai=;g@LS!VoE~
zbhr<>nQg-khCTH|6=cxYRg!n1CY_!~JBSy(>8D@-7^OM|S1s+@;aoPhI5sxzINn#h
zJFQ!Z{U?E@vj-o=WwKq}X~rnR8b9%_eV7jq?$z)Nf7d4B<|8~wHzd}zciv)0t7-mb
z*T*!$7P`7cF3cSgPRq29Qc`<uk&0^B-VhIKAPYcMUt$;xG4=@mRLxQ{&MI!qQ9()5
z6VcSf;Qu7Pqc1HnE-tvRu;wsL#6@U`ZoZj!j}MRSegG2N+LSq09@mspC~g$UD(@cB
z$;-F4;Ghh$h87H5upby+#C|PI7;i)1)gEKW6&eEFZn=hxohSDS2W77$@D6|r=FW@H
zAZPjYvs&q1ociVvh55MRJJPc*w`mOK6zuu>Td^DdTKY~W9Q*<^7smfSUclW4*GJdf
z9B2WaMJfiZlf9W-k_*~kb&mT>Bn~Ta=+6s#P#ih^@@@Rqm*9sZpWf`yv1xait}Gtd
zK|iEV2P(|0tyLt9{cTpTw=2Gg<E3U_n+SWU+hIIrm6a8GKR&hX|7p<|@O>)ilJ%Nh
zJKf>8!v$n;H$Aj`i(M`0a)!z@8T>=8#Y$QG;(iz1p_b24cp8HzBO8?RXguz;>ZOWj
zxYEEK`R^hwdp&fXjOHV(3&@YlqpNegW(ORoA1`!&=d7X!mv2|fey6q_Z|!R+lAQB8
ze%kW5@!Jx7m0aNhG<I}QXuc-0g-+j$CYD;|aTA%s#~I`WTf#tYiBdb={Gd>N-z@Tc
zP*DHGInvBW%2^|<JLPgvfbAk6y5Ce_=1cL<WYt7`Mi)r{5mBU!&F@Jo@9GoM7CPT;
z255Px(DHdw1+w2{G@r2KVKSsoA@52*@Y8N_J>yj<xW`XAL)%2>(e^4+rRhZz+NXu8
z*C2qB$49Lxu_=kI&(rDxREGNc18`Hsx%j8w?&i{xfzLt1uicd+InPWY^ZlaW8#OM<
z^B_8Vfn_q%M}QUPqWf3EZUa_QQ6G3|pK?Free~ttP15gx73;`X@hbm5^bezdJo-09
z{<)EV9`fHR@^69s7exGvkN(Aw|H9+{<F*iC4y(vj{qN6mcxhQ^N%TvyveM+>Ge4()
zL;+hf{MzJK_-e8)+sJ1&%UXNfr#FJeb*E#_pBs+qH{qLaj4cC9yR_L`LyS%hPCE-f
zH{i#Byh_QViol++X`fYTx3MxGLhnQnK8`&#RUvq-W%*;;u8fV!<U?<9T3|Z`yS;pc
z6a;LiE*IP<4^siQQ}4fh5TtzyY}!EY?_DP)q4Q6UPrc!AZ7Bn6d@16YjLnhhnlnhz
z!|4i?va>ciM1$vXyo}FG!RqAV!JM^Mi%?Kj;-vhZ-EA_3uS)WYcJVCxa-3o{jh-#g
z7piY8)wrm`5^h1)IB~Mz2;P}Gi=`ju=%4zw#9IX6ug1%WD+a~M*qocP_5M0Rs#GH-
z55G|?DG~p(BImP1Y1M;xnUE{caze4%>gCreo-H0fOyl{XE~``UxE^x~C~y@gBb0JU
zKGv-Y*i9qBm$jiT8+{oiROx_XF}Xrxd`hG|^c*>ow>MMP=NQ&Z$Cezr>E#cfM%KSd
zz{t$ZrJ)x~6ggB{yswcI-`F}B`-*nZvxly|32vz@PM3ByQLgK*od)Of`tn0TV$ese
zbj2Z6m;+V5t%FapGssrDAitD&7PHA+Ue<UP`KMbiWq^|%FBu!!Dce1uJ6O7WeGX<Q
zh=pyvinmg;*K>c8&a0&~DL?-yq;^WEJcJ8qTAp5(f_*%T7}TY-LW6S#8JDgN)zRT7
zy=-U!mw5SdS%TC|=Xd{up!*Ya@cS0i$hcPtOG&(Q);_GzpUo?Jx;>A+(Fuoq#_WCL
z+gj?3eKew(fM$fQ{c3RSTCkI~iBRnGg!xZgisD@hO9l?bJ~}USB3@{vS%Tl!lPXC-
zKR9RcE+<yaAbn)xO-h#>COg6IxU{M_yuRz#u1$z~gtKSY9Dk|*0Fx!Xl+@JR1)M`9
znCh)@vX7#*Ib$sRT2^D=BEA!J_{VGB*0b-=FkRN(znpZZK2jx!{8ytyaXT;dqHXeW
z|KS5rDFj-SD8r+ype)bh8e&<!zlhJyo~LDjkc2k)al6Cwa(>RYJ5v_-_l=m8N<fQx
z<A2uq)LN{tCcQ|8dhdGS@u4(4c1M(9z_pgZeeD6OUco|E1f3Dd$l)T(I$lfox{rmk
zrkV{5W}y^o;o{P<kbgtC@o)<N{mhC2P*qo0UTo+B-{^*xj!;GMKFpPw8Jbki7nJ3>
zE)1NpsANA4S1R6!Rp{SICt80M^LLjB{B@5c^fb$TKB{VYnQqxXT;_YcL9t*0v`&O`
zeq`6-FpW1lE)EAAaDl`ERk9xDOH0{{JZdET{?VQla@v|=1wV<gf)mmkPc}ABPdQJw
zvrZ4KPH|JGC(0p&apLjBW(bj>d_0{HdOS<iohP29&l~7FjI?iza-MDxridGU#KZBa
z)AmN<c;ji8GI3D(w0Vj+;TK9scMrwId~Q72iRn{5Ir#CSc0{!MXPihtU`v>xA_pqI
zARgK=yvPGWaUR@sj?3e%+$`c3&d+lYwXFA81nPGKHcu~eDuwL4;0!tbk*|EZc2+{y
z1^AhxMWBvOG!)k(JrzP&{~UU<I;D9y{^*njNc1jU2(!^xUVEi=!)QI-Jp|Wfbvm<X
z6^a{5Q9haB&pJ661PVu{X)+Z~w_Xr{DmA>hpWCB)0h&79D#_^AcGA#}#S{EaS`&Nx
zOYnUFwM<BERSh4vhyBs7!x-a|iE5w4;@ZtR!s!ddOw?wKK*-*Y{46;BP``oJ_;}4h
znZY9X1lL!5{G8-G*<PB;Tk|_V8jkMfrB_eKWCfp&IskVY^Y%CIx6;sX))6=4{ibTX
zR@*8BnftN^b0a5)3lu+=j2-ECwD5qqIYE{!bU+iNq;?!#bT!{)q}4xNUcseTO}#Wx
z<KzC;0;ShI?rB#(x<3=ur_P{!vaH{zlYMYE#ykAXc;YkNq7MjByP7C2rIdr|K~DIw
zG`(stA9whznf0p4YWVKakT$cu-ABXV>Ncd3qD`%WqD_v1^^JMnPqxYWalAk!LJ%wT
z3AD(v_93<Ahx~4nfdP&z(UIo-PL-LS+M3@OO&)DEW_Bm?xEol8dl1iup7{sB5STCl
zLom8`PdRv-K{8xK?5?^(@cXXVTK8n@a1qHh>*T<k!e7HImbJbWZg3`Osa5|@S#pY8
z^hw@{M-QDZt2qdzrTultE}^YACJrsWC~Bz})-n;a*$_&+kkqmtDzHjr`t<(WgYP<t
z7S@V06hLy4hGgba#f#T!v^Hd>4#!&rR&|Br-=~Dl$=dYq$S&qSa~6~~l{WOXbj?6z
z8$HNctLx2S8*pBjB*T-DJy4ichV}@&%gpvRv7?acO-oLK#7*v1Ds(u6fnHBj0Y!K5
zj9AL&Gc4}>c=GAQ<l!|ZzzmXy<GT9KyI?e3%~>LBEjW+i{&=O!r%K7S)Ld6Mo)szq
zN_>^vYHNQ53ZzUfM49_dmcI_yn%Pd`S2ob*(+xhF<t!A?xjK+IN3nkO3^?lZ>3Tb@
zc_}(*{Uk0dt+M~loJTI1siUTp+IOT^WnrQyJP%>;kvH1A#fIHbTk~g6-|LqcsOHk*
z*6WzK(YmqfoSWpPZkjVYiG0@^L`xyVE&N#>WnkUJ7#va*NK@Y-XB59Rs=AN{q2(cq
z;`Ywi)*N_KhWYX&{DzP^-A!9lA<4CAx>sdbgpFUGP*4nTBtOujUt5~U$<58rw<FHy
zU21L4RyOvso+>GvPsFF5JNe~Rgp=BLaw>rkKE)38a8*DklC1ka)$rEk(iaD+7r6^5
z#aqCJEkSu?qk|oSap<9Ywh*NpK`TmQXm@=-u9HNzE5(W_s)PEYtIHf4n=`IWLx~&J
zmwk&Qs=UJE@KY||D?W+Ww*kD6{18U1t7B9Qk={`N!G#i3-s&Gca7fiD=j2m`QKBOK
z8x6wwc%$EF$brNfloj)PmD=@Z$S8ORT&ZNEE#y@t`x-Rzd86CA@7HG4{M5V_<*lJ+
zME|zx^}CjOze)J!$z}T}XoBS1mk$s{@)92eqVb3`J1Ht+Ij=xZGJkjzmbPc1_Q=al
z$RPJd+yYyb`veBC#%9fy#ZXgdICZF_9Va5)%<KvAP{|I7zN@FXw7cTF-fw$9Iq{1)
zeN9y&A9qw&t@{*%mWj~z7TDAa$^Sufyyxl)#nnq^1dsv<aHPJN(kq_kmY{UJg=(eE
z25e2iS9|2O=xXw<$+f#QmS){{@8zV$cj%)Ayu;bU{ej$IX`;JJ$L`7=;{!97xuV=l
z^nqOFH1~d7DiD%(n{3F@A}7BNVc5T(dhi<+s1{wW_(M%z4H&5-t)@J{*lzP>8kaXH
z)s_kAsp_1s$ilMqk3p<~l;+Zs(YLcroR%ECa~bXj<_HQ)2Kt5r$(2Vg9Ud-<8gI&y
z={1+Gk(;`v@=5S>o4+rcq}BczJ$ph}Ag7D?^gSB?;>;5zsAQVSbtxUFoIEAM&FxHR
zw<BEwokYGfa_4{X$>m<m=Zggr(32FOscocFShc+&Zz^8LhQG^sm2Lr0&6$l=3&|&O
z(>fXRSS^R#!l&To2TejT%nDFgsVI{%qC4|abtL<n0S7^dkEAW@e#xbF571wDe!r(@
z-E|kNWYSzl7iio}ZE#gSOWO+)U}vivB2yU>=-;c^G2Aw1{q@vTb7scQ+&%TWL@EZR
zrof#|YXnOaIa8c9Flg>--*~Gdz1>`2B}ro)`Nb#lgJ55lxOzuKUvrWtrMv_0-r%#{
z^S6SM?P`kp31;9|$?UaR$%&YvT%|atse)W#$?K?mzP!F3%j#6MsPrl~=iA(GZ|fJ_
z?7lh>g8R?4@Se{wzUQ4hk;D_y@w{5Ni;{xp33T>Xd1fr;NqDiuKwe}x-I0G9NW*(A
zSV`F7<7K{;_zrUN!@Z~VT$vZhEnH!DdDQ6##nFqRCITKOk#pDGroQe*2C6|&pI&CK
z>#GNW&!#0HEjM(!bW?6*a^T!doP1eFbpV*kL;b~>P$fd+UU&&$N#hFdFpV+itTDkQ
zj)%SfWHNs(K!P3B_fj*fh4)oQSU5)|7EB+(mzQ__riZ0kl%TPssK@StFcmO4ZLau4
zFs_rFIZNsD>6UVRPimq#+@@-L2Gz*KT5@9+?J~IKSxo^RqsX<tUY#W4jkbuB9cR_|
z1CpNq7kghBRcEuT83+V-4esvl4#C|uxckN}xD(tVxCD0#65L&aySqEgCi%{}=iYnP
z%w22Ntoif(fZeZjcXfAlRliSFb#D~`ohc?Yq=43M1VmeLp?U$Jbjj`}o#|$s2yhb;
zAuJdt8W|Ji{+E`}GR@nh;FI``BW_HR!Vv-9N=Fwp65X?=drp^Yy`YrqPRtlnp$?BQ
z{={V<_z6JAcF{uzM>1(4tcWa1^2V=kRUEm^bQ_10mFu+I6f_nK2BPkRyfuLv*aW5#
z68A>JIN2uxzi7mbPB+GYGG?PGB}b$JNC~mM^J42dE1)0DJ)rxCWn|LDJe7_m$tP59
z?0ZB0>mb*v1#vg25s7~EJt$5JU_B8Q8$jQ^q>8<2;jmiG!N_WL)4MnM5+}f!KMku0
zs1L=PMj(QOBQ)toL>K8VD9ocK-!clIBC22kDCG{Sv$?PWJ#%;h2fa&a2!$wJ*Z@@u
zV93tVk~eHy;`O4)RH3;Bz<FLUYQYeb1Et|4E<jii?ZAq5{Qj*u<i0#jRyhL!apo?J
zqKH^RA%wEuxCjMB6uVy-fgz+sVF^KGG~Asb7Yd1v2nOVa%27qMY$TTEz5(86h559!
zq(Ir#f}PkjEx%D~VX*L4ftdiIC>E`#rW}yDv?2323u<IKAvE;W!LkXv_ore*#SbI=
zt8-&evj;*P@)fl2tvn}pg%rA_u4jUJkW^-?mlnonf(l4TV#m|FK^9jk<u~$nNNG~#
z<<ip<h-g(c@^Uh=fc}Bc#PY+mX=YrTqx;ZZM37K~vZ;h5A<@bKR6-b7oF9QQaq%{t
z-*DbKf5I*R4Ee%}dvU(sw|fCqe43PzXqTjyHXc#ROqWO$rTQTHi;y(o_sX2ILSVso
zU>78D`($yl1uM#71j>l@!^zXi0qNm;IgrcKmBGsk>yYy^l}1LovNU@k2O%QN(R*Z2
zFr<K=_9FgJQvu~%Bw5LdD#<i?`-*u8Z~lH?!6t`eE7)d?1_!$1(1Jt}Q-jAbJ7EbA
zBbvg-6MCQYyVE1b#Q1XTL}Kb{nUT%w^pm=+o2rCou^nWEfL?Nm<45^oD1CBfJob{(
z`sLB8CG>A@q%a^E`ig+If!a9m-q1}fL9+rTY#}A23-uJ8)be=k09uyG%pl5~K{0il
zn63~!90hBig<O-tRygjsGES(3020z^WC*JsMz{VPsLOy5U=N6DW`y7P{*ld$4a#te
zMw7T>-VB23u=)dos3OW?;ux%4YFLr^y-GL}kR(U%TP9b6@=3Tz6nc<RAdE-s_bN+)
ztp|!p>1<I=S>X6DLFTy?Fw2r<O1F2R3*w}Y^N55I(rC?Rhr~yS<Bugo>9co+=;BPk
zl1$b`#y3ct7S~&kWd~?<`auoo;iaduC?r!&qZOMy0=+E-+JVay>16^323~1dym*@K
zI}j*BtArRh1saw~r!k_BF=|*nj7J8$j%}AnKrf?D1TkvZsj=ffjKfGS+=Vf4EJ7z3
zhomFqq(dmCQFEXv7Y;NhqTa;$Hgb^+)$=S_+9+3wClk0RBC=paqy?T3T#OPDB}O((
zWPAn94NG$X(y|Ndl}os1;IXf=DTxJTs3P(k=L^vgx`hg%q^4u4DHT!GnsvRohT{9O
zOew<y4=cup78J)L!tV5glu|PhjUNaxSglEVlMm?PfO0k(+u|X(<>m1fY%EC<DRqV_
zTaiwvaB`yx;V>3<G;40)96ckDA7--mpZ~cLJP{M)g)WqbDFl}-7_f3ZjSI)^Uv|rj
z(K=bQ5i*HX|C)jqW9>G?YFR@<LYduH9Q#LgbwQy7CJTk_(O_8f{T9Q%20`Xq1fnl-
z=)5HSNAqQV(QtB%0XA-fnWk!@)2di<V`9_j*gy}%TH`_zMMWVYsG5Ky|C3+lKn)cF
zT$@UuFPKr!g15c7>Ap?FN0sR;hw(E(HB1e}>J<GTalwF6<{c5FoRAfi#O7bgaWUeb
zs;MQ!Hzt{qs#hw(gUdJo1B9uFa^gU(Ivy<)#@0yl&*Eh1o_h<@M|r3G!4SD!%pmoF
zYef-gB0x4_AN5e6n5sy{d`L6#pnyR+iIqo}Q0OGGR)aOOoRI=>1z_esWT3P5w)STS
z-QJqColK8=Er`P#M!*uXnooz*7YxvW@JS`w;l$P#6rqh0N2s5!HID5*tT@~W+9A0z
zN9K$duL_{!Bw>!>Ap{8wL`7FN^DoQ0xdgh<?$HCgZNCDU%j_&`-M<@QBbWqIM#V<m
zc3?2Rj0R1?#+)TLB<b5mh(lEjXy}gy{iGIYp!@DtUVx1qa1G&=!ke8F9U>G~&x&Em
ztp{|GhXC!NiPN***oQ^sO~z+Y(7@`H72R?QIyNJD<C9F}M06?CPb8_n0pgtw$RqMO
z*`Zrd;S@9l<Mm`Z>Qnc?iRy|}IY6fO#%DU8L+}s$<c0SVP2q{G-jvbz5YZr@Jaqt(
zh=+;7krrnmEQW$2r^$*=2u8D{2NK|GDnua1UFCm3crQ4M+1!sP7#~z=wS9rA5Eqb9
zPos!T8Cx`qotQZOLj;-(Fq54rULamRK5H=$xr+f5Yo}n7I8u5ua3;XIi}0lp(S?9=
zLQte?)JzPiwSomp3tL4}=rS>%#0scRMf5}Spax{bV-k&3;_Jnacc{S#)+9P!{1fTf
zz^$3eryz*}5d#Us-WF+>lpE$yL$xgvF|m6gBw_MI8bUW5B+2qJ;?PQAtaQblSXwS(
z6ENODPvQsBtaOtE91{2F9LLF7Od`kuVR2YOApdn&qrEwU5`~V+3$bxbBO^-}0l!Ac
z!i>Tc(Iq~50<%6rC1X|NDkH@DkMrb1=dc7A5gi1H?+;pJPiUb|aF9%hB3HK)W(Ux4
zT-AzX10`fAQHl_5B5`=m`V%w=WFwL|^Jv?5Txo=Z;8X&Vp#C6=xsQ&h6E(!&g^}GH
zyArWQNwQ<*rHaV9k@LwE1!9DtEepJg>oRN!-$s7MYU-55wel<*Swzz)nUE!9FPP|{
zBoaqr*b=Bi+&X7*Ey}0+ALdNR@1TIJhv54_Bei-68=rFsqouEoE+h;YN!a``r+$2o
zH_Xh&W;h1OWa=~uU?`O7;vj)+G_2K^hf6DG+`zB9NhrW*<yFn704>%AIe)w#1)M%a
z;RToBKv+=)8&)iEHfrQ(JLD~i5Qa&j6&FWVEPM2v0zD?fiN}*wNAP2Ds)6%I1vm{O
zj6&$b)U`1u)U8ot#SbIlrShgl)<e^CC{i^Z>*f)>{eG_|*;)@)51jqbbUu^t=ZT78
z2v6sR^ibtchIS&m*K37k7D-l#XgZ>17Nz8vnV{)Td;Gk86Yh}8j%81D^Vw(qWsHgi
zOnr#Uejz>7IV~g(6frb0tO~B3lPIE_TXWSvJ>LVnAEii!_gR%WUX#UxqUS~LltF|z
zL_LfMsEY!Sf$s3B{Sw2|-(@ubESdPg4yOlogI=H?fX^pDXX&0qo#2sHNso^X*ERnc
zlZ3PVy$eg(mT(p5aXuC-U>;2LMck#sX{R79^`frXfp9fn3sdT0p{Nj+R8ne-^;1G-
zQJqYi7oVrA3M4F^@6NCkfBto#H|>kow?4!n1(99%+-i~h&{XmrN706xOAnwjK=2)e
zgX35BGwVeh0@4Vtq#>^mL^YEtOgdwwx+}*=QG^ESFPr69!0JQS1#w@%20UWN-<Udw
znUZj3PPcSFw6G;-{{373@<2{6XRWdqSiQml8B|7U_*x`45D&5l1r)Iel7&or7XgkR
zU__;YAvLJveE%uqU>}mK^katgrYX?B(+zpA(*KFW1<xhrNb0$)DPibz*!q37Yvw7G
zE;gvppXe9*8HnXqow=lBIh0G5xK&^POeTcyNln9}wBG2cvk&h5^6rGWF0j76z>XhN
z&YX1WYpbJ=?hg>HEXnP_k>SAxg^`^FC%dnHHT#KC{<>bX-cbTn6yUxOPg-Y>#+Ga5
zXf$^RPlR9uXF@2h3r{Cg-`dAv&2Yd77!Z8<ptAZbcFe)r;XojNM1#4f|9XD0q$h#F
z0tbO)fxPlqq0es<^S=WD#%>To(iqe6r}<n8tz{!2VhVtcnFL)@{qMq$fI&%XJtSwZ
zAW3b?&i^jP>n(2UcZ?S^EBilVyjU0*|9gxV3j@=i7_WbG5Hi8P9)vuizG$;3hUm4c
zCcR3MHGh<0qzlbr{sk3ooJB|}YyUm%1Uj}ZYE1bt!hvmF`(({lY<wBEPNBdtgk;I~
z(P#>@smU#KYwlS0fJ0a<2`<(`!IiJ1`%5)?ZE0xDuV)P@(AR6^IGN#6<*GeBeX3fb
z4v(a~ee2tup<CA}2Q(>t1aJ4(N!sDsun2U*QU~{)w%(X=Bq(Eze#R&evUv2L)n>b>
zBt}*#Rmk*?KPd}u&(`n1?mMU0q#lwKT7MYw3wLfqj_5ODV4NOakk>NZzfTjQa#yKa
zfdSFFJ1x+(2`b(yJh1uh4_(6i(@<uCf-L{bv3M1OAKc-G_%IygTSTj}_f5esC(V|h
z8JrKjTE6t$M4lkgR4(@jy?^Q<eU_}5b9ALMPkc1xa_P`ttACBY*Q0x?dCeU2cQ$x!
zZAzQ6t-Z@^(*m$GVnklH#IYHPQGkuvGU2dEc<-A&2P1fYUbej`f6YH{x2mGu6=zty
za$GamU05@G9yv)Iv%^@SGFL8QK~&OA8?XH)M4HbSHDpTES@$&rG#FQSA=m|-#0e?o
znX|Cx)RYjc@EX+-@@&kp^TcHTCTenV#95Z8v!QwPMO;rlc2}A85Fk~OCsAZmKR2}F
zo-8tymlqzt^E0mlZ(gOy(8M4K4foz^ylKHIuDY$XUbNXgY^rLT2HJP~JxOu#o<*9~
zENkP0AvA7m8GJ@4hPFa)<CfTmx&S=1BMBP$9|^GPt$m;fBe@z3BTI{=!(m`gr}`W}
zm3Qxbd7*uez*ZkI-J2Cv*i>|NjHSf4tEs|DDJPL7I7$O*=T)|GaraaghM;oc!Ua#f
zi}B(rphS*cHI++P3Z4A=KXeHpY`s1S#Z1|4#-8EP$1od<`YabvKg6#rEAwHiMv28u
z3Ve(uyIQ&@Qphxdf7C6lNewz`9ZgHEb~va<iV{A|qR2Km&DtW?BWZ|Ix^i(((=l?}
z+49k(fiE-2Gp=$<_#PgJz~z~fR;qy@t3&F=q3zy~qms8+Qu@Q7g=jlZI|wN}5KclA
zt4;@#sz2-d1xM_rdK+`l4#5Uf0T1RXZm*fwcn<Z*rWLiovV80W%`DY43F$#g;%h<J
z5GL-sPaoCTgyaHx3srIjoUfPoxf+M%sW5<Yz${UF%lz3OsS1J-ip;Qjb6Z0C^Mrm*
zyg`g8Rta7lg^^G$3^v33DV!TB6dvVV1SMX}ygY)ue=rvh?XQmh^{t*Q0uh}VkX#=B
z?`buA>H5-HVkBbl5r%yqb4jrzTv>Ba4Bp8QIGkY`p0$LPZb9-ZsandTeRH+?Qms(9
zJ`qjWvB|nmz{6LTq~fg;Z%Bo21c&ysTiTt(5<v5j{nu(oDzEm928w3a1lxO96zbeM
zFmtfon95_QP1iDJvp}*KlX~gPi~~2YI9$?wwB0YwVE4+>9c_;Xlgx)hMN-4jx$;8R
zA2n@RRdmMtuRq4W$e|YWZS$*Q0*)5K8E~bu1@+my5-hZ`tIU(7aiWc+D_2_kkWEoj
zRyuW=j&bR}kuYJo&t`;7tl)|ChYypP+c_Mz1UeRh34{1BQ3*=qcH@W|`*jOg{pbcG
zNAMP_O-}zV)p}N5<H=fI10O$yLAe`6_zBxK^gB&Xn<|mn3Bv(CLQ4fZ>GRdWHBW~q
z_{g~Ls`X@QtOF~Hk=vw^ibh2ZT<_zoqruQV`$oxRBa$WD<|8h7_4n)p2aXT5u${(Y
zM@UZ=BBzZzFoEIZmYxE=thgUqMj>jx)*Ld8@vUERGhCmWRN<s@#9R4rINj==B%gB4
zh3CoIn>bw8dv{}b*nRZHrg5Qn9s|KBC)b#1EWyThXt%GG!_Y`sW72PwR9`=u%RB2h
z)E-y7{gr(R`NVOSjT7ktrt^y50TF$SWOLMmrV-ZGk$p)3dNs6&Pcfq8qU{Cyq)zzd
zN93?z2x;mx?;ZaraF4e~2*%em%Kxq|{-}W8>Vk!X>FxPjnwgXHU$lj?o1HNMy}Z8Z
z@Ba?QHUI(^28KVHL($mL*2%%p*b#V(`Oht3TN?oIowqx0I!BR!UdGtSTwlo66<X^p
z7Y7Ry0V^k~&YOn$tG+*Z-)iRJ0oLSTYp7%lAkYFPMZ^f`m5p5i1oRTtKmvsR`W61`
zSAsx?fL_?v%GN>2PT$a&;4QnbBNGAR@0x*8$c~HzZ^6xqz{&{d#ekIkennZCjez4V
z78*#LvN9(DBl};JDl4-Ru>aK#Wo32(M%I5sK`S$|Kr?dw^NIub=&g@_7r;Wm#`4cf
z)a48;j1B+PBVo<N0(|kWnt)f#z^mV{LIdgf*Y>jl^Z%p$(#AHX05f3s{gv<kq@8<o
z7Gt;SV}ROuyo#O`VFQufZ>gcK)X9|?RbLBt9m3KuSLJ)kzSG=QW6P&RzJC18Z@+Bk
z;~Gf>{6wppzq4XV^oZrgb_nhW5}|ZFwZ14l-!_-E)SuLq*0El1X1_>1S9w2P#}(bm
zIW59o$<57x`efb|Sp^luSs<QMM^<MPowd5umA7B7K0R=I)>zIEh_XLkEzezTh?T6E
z=@ZtKwdddm>+ZFof48&>cR*zkGFLeMT0UBZ?y!e7CE?kGX6>ct6U_JHd2`*~=kDt1
z{-(|QhriJTw3=RM0j`CAm@2!Dsne&}m6vr2mFE_SIS)bt7$47>a#rm+c$K;eN%{5T
zNHYi>%Umo<aHHGrRlG(3<t$}6@d!k~r0-H~yPFFf82nY+>WV<lW6*1n&G=FpHq4pr
z%8XB$%j%QoV^CJ?^~oJ2-*R8Du;<+^`#VUdgR}b+nQd=x&k)wAyBVK3_E!}j$IZIW
zESQB@!R!sHa5E!(mW2lpiYP3L4XTcownbH{b1nFt<aP1h1woU$Q)vgrk!D&NU$OL?
zvnO!l3vmtWOTOWc&!oNbw&%L`HRfgr-f~+P@Gd{UoZn0Z7c#F1S%g%PafD}Hjnfi>
zo1d9oxm>qTViyEy73t*WDX5z7`A#mVZ)TRpPGT}`p*dMOndSI_Y|7o8!TANoa-F=S
zEYuLd8|JVBj~`v%cUzRtK%8If#bh#Fl_sLK*ttALxDB?>brh<^G$Q6=8b*3o+4tZq
zSL^sH<#l&IwV9@QC4W*_Xr!HhU98l*y^2A@FIXnCdev1+K6CQy%*#zU|EnzqI@Uj-
zJA2p;;#R8fncBjSonmkDMO`osH#|>clW1G1EOHQ|ao#7Qa<$xZvD?eB<u%&3vUJRm
z2uhtBmnr8c3k~7*mw02qAuOm+O0R|bxjKZ)^|F$ehr*CCOccd28S8VU4`jxj{WQcd
z<vnbs3|1S0LWLXZ_Lr2-;(J$`L-v^uetd+=bqwf=`|l!Z6B-^D@$vZhZSyGvbXnA{
zF_qqfreh6Fb)BC9cZ=P8v~HwU8iId8wfElEgcfQQFKp#t`ax=My3ZnluF769)$-i+
zyt~;~);|h`?r*k+dy&it7sKSU6ht+xFI!ui%=c(SZjavR<?a3Bas856`>S;`8@YBv
z^~arvvvr;4r}dkUuiR49U~)B9#4L+ZWrmk5)W8AwdVDt8?+>vQD-pmZ2H@vi!L`Nr
zDSmanGiGjcoYY!`y+k=){u=ys%;nXEpgtVMdL#egarwFH<>uv)eJ!?(E`Lul4gaTJ
z#`bn;2ux`$?hB_I(o2Up(hIr#RUiHs&O3S^X(D7g8@BK&ofG{8Z?KhThp4~}T=0^;
zQ3JG?2>kML@}pHN6<qxVp#!tEPK$luuEx8&?`yZIFNXNIt|^?z)i5t+S>h`b#HPPv
zs86Rngv{tb)Y+n8ESrkbHcC5v2%oqck<70~&>qy|Yew6+Xx1_}hT!}h#;QZVR^JtK
z`XH!5Gr8V2m6rDbrC63lXec`oy1kD|7glCff+ll0_D7Gqic~II8{G$Eu52^XBF0^q
zZ7|BxbK_M~!SQ#Ybxa?ONhIFGGGYoKt`=2cvUz>e-OqjZ0U0gvx|nFTw}2gakR{ga
z1Gw$Gl6?||j$<@+=)N%BoUcN)ytMwyj<%1^5q`bm*R&=98mKHTOtaKn`>XL>AF0tZ
zt{Mwud&5M@-(xKes3U#bl<kc<cm&!Tv%{aqyKV)v^8^PzFP3A$HK9hLV^-IV_PUp3
zM53v2V^fzqv#IjTYd}-eMp4l8C(B}Fz`pMx#yUjHxT-8bibM;S4e~Xp`~91}`}^8G
zw4Epk5qD2k!&LISf3YBY9vf<-ur^o>CG@dMZbv-KaUE}jwUu&V5}#&t*^T}{5;%QG
z#u>S%>nW*-ud~mcj=?pj$oHCgv>{@XrC1%pug%3s<0uOTwBXGSA)l8#=KV35MS8QF
zIYs&}&=G$c^b!lLr=yOffRk{%llz9xzk<ii4uDVC<|O~7w~<~G0lmekEU<woI(CDX
zfOqM2*fhTnwSSWD&J;~_qaUU#NILx7aH@vrM#@V_#EwdC$m=`*o=}9mqKMoikGy7K
z-M%B|k+9q1)=o=%JQ1HS*o+Re{R9IC+Pe*g6!Nrr^|L*C`seO%qjMG7Nzl*VPYx#!
z{Jc{H<K&{x5gU<yIt0w@j+b)u*r6jhsh7x=MG@7(G@fL_^V46-o7k%Wo)TMs;N&ZX
zD2Jx_2AEG=aGKz0r4vsXuL$aj?wjd5KEqS`XWTKhn%qRT>YA>?wUQM&NLA>IzJ8<u
zVcRSV!JOkKM12yC@YhC?Yl9t(_Z;X7**c6c#6{gh^+onmBky;PMTt2!DO(ejst&{$
z;|sMUeg{5>UNiRLUH`HEJF$9(6Si6dgq$nMGd@0sP(C8MjsDAiQ6Iw$w<n?SZjmA+
zCQtMLF6X0J!b35x8rb=kFVMm<YXg^2lsmC<?8A9#4i`*rqZ#@Q7(n!BVC#5Gla|9t
zr2H(zGs-4FHpE@jA;Cy2VaRK%)g+CxWv<CQBUO=Uj_t-hN_%Vus*I9?ck!?@!uzq`
zIUu5=J4;;wd8`wB;Cw*re7IxqDL!ogo4YAu40-H98>37w^9Dw9-8J!?^Jk3&zxJMd
znv`oIH_X?Pvra^7u3~~vQ{s1X>lz#bupRw0(BKk0k0_SVHKJP@s;I6d3c*yb9eNvj
z_Qu`<1h$!gocq?<Fki2wkP{rzOP0)%xlYMRh3ciX34QcMu>lQC9`?2n*_~4dh15-r
z+tEl1G9Qd^fF(Dp)PQLmiUL!o2Xj2nY->hy_lCm*@6d)~E#Xab))s~<8`k=gOly#=
z=McAtw*d^NL<i5Bxt{^N&aAICz3jPM0*;QDAvFlSdI<3vn`S>1NJ|-hCtXRGr2-fP
z8qqs&kloA|u`mX#D7yCyL~AUk0mBe-Lq|hQaVHx5Z9kN-*Ha9~9XWF>8TqZ(A=QUC
z`HrZuhqSTGe#9Via>_Ju9aTi%^-U&9`lG6U&6>OrlU#NV@zVTOf8cTKVE>`Gv_AJq
zYbq_fZ<awCT$|!4NDQrBRkqbgddxm)r_@eArXV(cek{OoJ+RZ59;s9WnhIky5CeK{
zl1-K1b2`j!CrluD$}fomqi|FVhNNZ%NQpV^orapsa5rQ+)X8_e^*>BHn~oIM7Yq=z
z!=(+$(uZ`(JWI*MNpuT5djn@l=06q8SDgv1OB4(vMbopylgJ8`a7WU1e=OJDv3Gh&
zQxs?Jx-+yxc4Rj;*v`6a;zn(9bMLs}p~1Zi|E#4Kkdg+&*(W1am>vNgoG(rKeoukw
zqnqwgms2)?^NU&smADaA*z*Fqmb?T>eJFxBBEl~_F+vwTIW}JF^{{K992w$Z<En(<
zLtpJuwvg=JFx}7OEXX(F_V%KY7`M3TW9k!9JQ?C2aN71!O@7v&Bm@O(Qjgr!sbU|O
zWLRBjY9^;eZ9`U{lOD94LOGSQo3}xrcz}Z*ROwED&@*J?QKRdeA+u*iS*vs&Am5r#
zHLXZa8Me+8^o5b9wi&ouh1;ddVP|Tolw#t|6RS$Ckik|Gpegr1w}6!&(U6@}lh~OH
z{)AdG#^Bnq-JME6c_83V1%ZsH4w2}UBmF3t8ov33Jj-aMl$WgfXC}tC>8RugjD_7o
zJGg=&bEeQJ^x^wCt`i#C*aQ@wj&1C-tVVbr`;7Dfrt8mM4kPOz*Q(YK!H_JwX9WJl
zdy}$O?PD7eB<=QEo*PV-=z%mU63p*94;a66A#5re*KHd23w>u2gZhY^nOdL@+Nj*!
zk>O7ogHccpE5-1|xorxqDu7(N*-4e?hqSWnnJcbVmlV(IXEr~G{i4RTZ&fyByB}G~
z)b)t<*?o=Dnt+?L@+Ij=VoxCmSBvm#O*#EKPOerVr*K7{qU!87_K)L4JxY_|-&Gek
zNc;8dRIf1y*+<vzU425+QQbrdny9ZXt2WLznIuAqROzP}M(K&mkX|=@Wh~NXNIQ>%
zktsIvp6y4-FBYefU&vv|Y$+_JQm&ze7*KK*3701$G_5pwMr+XNgW{+ljFK9GTcCZt
z91z1uRZIr%nvRX(7;<7;sUDw#CsLSX7^^BQqX-MuJ>i&TSSPa?Wx2PRQeRl+#8z)F
znm8C`j$WLSO+5H6hw@6uzF$*ax)bGx9OF=qV66yIti()~kd=`AO6UD)OK3&pA}6U1
zZh-IJu0K*|<7`L79-Q4kYAtJcj)mH-t{v{jLDC-S7ZyLVf6}*o%SuV%{7QuyaD1r6
zjLbuME@{rDe@RMq+D(X*K7v!t;O0_$XRxfE9PimoHoW{J^qtZT$zyvt`I&sqxAb%2
zt8=CX`g=x&9>1?ieV-`Vz*h^JHLJx4;jJJlA++z3OObwwhaQ)o$U~A_Hb!@L4{qd5
zy5D)pHnQ0Deh`sRVt7!0oAz}A;ws}+8#I_>z<DpnWFK8C+*sQ6?qfG$WKR#G_6?JI
ztX*@6h?K}S)4H~Eu^lFoEDd3K64Y*W5){6_%zb?LRhRhS&4dosJfZ`zytrYcA6gfb
zj?L-aP?{jrU~$aaO~ad#<;M|}a|I85Tgcej8QEn+37VnQ=1VE1EAXJN<=eVwvB;?x
ztXS5TqRyd_f@e^DYx*t>+Akmzt?(`j>hX0UFc%2;>0|Z)_GQ;^ORC7sFtg?y+@IvK
zSb5e3FndtSd<dY0JK_8K<we)U2@a+tttPF%8GT#%MqK>uj+n+~8quQ2J^;}mru(M_
zs)wDOKm2G-3pSuY{z51}+MHC@%kNC$Of3s{57mL2qdCMeyx(Z3+_w2=v!$JQTj>TI
z@3@5p3>`(M5A-S&Eu_nxUFnocSN(lMyHD)(W8uT`H-y`UF&BQ^Ht$BCj{B|m@Lx`;
zT?7&LotoV#hRj>o$MewvnGoUR?v8h7eW`Z4U-?TPZ1+b&JKvSiZdIRY1umj~NN*}d
zWAn{wZ=?u?C-@j}6~1Q0u?6)A9n53T#>~BC9?;_4O+IbstvK7SK%D9NLMi7T9&d*m
zA(zi7fy=eLiAWI`Rdbp1D<~*D;UcV80L4B5MeRx=BWjRRN0yVFe8PG3NV}6L&WzE2
z{me9^R*}4t6}nFf$@y!=4KmWujj1jQj_crB2d|WC+@Nl#e>d-lo&sWz+RC~VIXng#
z4^sAiv=|47sSx!vbq6#igL<~EFB;r^3zt6H0h+v<8`O9C3W32PDS_@A8M}}#bb0Xm
zcUGPLOs*`w-~_sgpd_j^h)}%7A_hI6vF~t8<Vw{)BR>otpirY{ft{&y8}xiU?)Ypq
z4nIgSUT0Kd)*bd=|1Qm35B!n@b{hxcY1vMF!|lmDJElRpnrE{GTun9Tz#c<3M${b3
zeWdwh5x&L}X>!dB%79<}!VTo<VokF^<l<ttzI5ABCa)@1c5}>rmy>%aQT}U5Hgk1p
zqmk5J86O^z8@IC2#%%9N*^w4^FWN)4gASHw*7KZ#xDfSz-EWELgx^t3uJWP7(+(H?
zW<cAX$BbC`V4F>pzS_I{9DOnDQ)<*u$eN38O)+9pYBLW(U-H&AB)Ie1<MG4O7t9tZ
zNJjx&eK@r<{;C7!UZ)>+g&O@+2qran*bQvsa)9dst?gKHh)?=jD@N`@ObXIgvVx2(
z%rW#bnY**K_{uc-&pTh>8&m}^*>QDX2QIo9s_G75Yv6T*KNQSXf1odbFEE8pkvHg?
zg)$cIGIN=)$mBDc4bh=gC!PyAx3T%v^`zJ}iLBp7y_p9~enaJAUBFyO`<R5{-)$ls
zqlRhZ1?H|@keb@6z)IGa7288h=}SsVt1yQXb)Co=zUw*H-`$%sxlA&UK*Ptj%Y}{r
znrbVHqt~7Wx%t?62^hFD?5Z$%S~{~P<{81RKJN?C>ARCF@aTIFE7C45_SKE(rg;rY
z^LuxS;V?=v8HTH0u%TdC3i;D@GyPiVucMN4Fm{hLbSHODP4aUvWCXi3N^t;bX0jYl
z#EhAHBF(vo)u@vzs3z}fx*s{)HVg`Nw~1~fT4Ty$uVd<<p=t<R3p6!>kt=BXxm_op
zZlaN4P1HzRl*Tulo1FRGk(;UnwJL*V^X*}UJ_ien-jeKz{_wfM{CqPSCW1yp^z$WI
zc8<x=HL*cdqrgRk;Ng(oXNkzpWmn<}ZPysHZJYGqlH`U|7<y#uaSM!{K~cwb(Hy~<
zNbarp@SV<Z5%N$^ivxA7@bDMX4HfPBRQ|M&y(Fn)(#APWM@$o*22>~`z$F&1YNX?+
z{D?q@fTC=aPnPsI?(D1B8&c&@Ozd0tCJRXc_Gz*WQ{+QyY7z#FB7yevU^=NGc|zfG
zi2jTxw&et0ho|SHpPT$u30&a}IvDvk@CQi<i7D+g>cqTz3ST-AH0o_RuY(_DY0AAz
z?cpeFd<Ab1D9OUP4J^1M#Zv~w^S1Ru&tqvcov6ZhUQ;8L=t{<>MocC;mlBO9?$}JQ
z=(L@}hUWGTQ~-#N1a=-BwZT88Wue5rO$i^+Z9#EsgIzYe3B3l*<9#TkJtSPUekpu~
z_|C!E`tRV?f9$x(%D}+<A8_Xz2KW!S?|%xf{=qSUXy-rS)i==ae+IAq>jsbi&)`*2
zSHLGFfIi?44EqTP!!oh|A@RR}um1@={Ra{Y{a=w-MowV<zYLVh%1rD)K=hyRD-hph
z{12S=pZF`Vh<{?XZ{;xp(bvB)+cy&aXVB~$w9Ljt!14z}{(Z#=&BE{(+6#Qf41D$n
zBmU1I?(Yo$7}bA(xQzd3!EX@#9~96lIT-+c-}wz|6VR)f8v!9-HYNrFdU0cOQ!^mM
z&cXq#8#vYucD7c)PK5?IH~|6pe*wGyVhAM}eMd_mNq=#JkU79n-q=Cd*4ob2<_)U{
z7V~cqWFP<y?Feu%*0+Xs1vy@pvCZFhgE$knE?!Q=NK5h)An@(+8|&CLGnbmm%a4x@
zB4dG)ktjAxYojzr5~rcj^8eiBhenNlG++5?<9+4l9)mn*1=dzhxv0xuc%$hlyP)NV
z+U*|tQM`P&+H<G28SO_O;a2a0gulE40R{VS`<I4-dAm5Bw4Ao(=H?C=@}70PcUf`U
zU0+}S`Sa(t-Zj$iEaOURE~=)ryREk?k9)aqKIC1S=Z0T-oeLOOyv}|?eCk{Ax?OIs
z<1%gE0{LBw8Fgg?m&=lUAH{eup1T?9p4r&>XU|Q}l!(4fkFoQT&9rfa+y-EzjcvKC
z7GpRH0dNmhUx~FuEt`}!1YBCq(Y^6ccy30(90v{$0SW~T%g&2BF3YS7m$O>7&&M<O
zku&<@zgxrw6TyVTpMm?#p?Lue&cJ7FesG)^^ReQ7{<-Js5`T233ZNQ4A9w_w+||aF
zv3w-^J68c44*xhV8m9#SuuU=IaniI~D%__>nkwncvag&q_0^{jWgqD`Q9GcyaD|#U
z{580^Ty5mII-K7f4L&0DvS)6773f2-@AE%TX|LxRnJAU}U2ssxRoR{^H<bhGcG1v8
z_NFbO49DhA;MR|ZQ|C&nz&=QYzc&6e7CWFyaZx!qPMpmbskmHTz$V|L@RI%6Ojb-(
zw??>c%(n1UxQ|?(=+8|$m|<?f)6cyts7>t28u->HRD8lePlCPxOZ}6ykrfDDNl!EV
zLp=;G*GodX{)TB&8^iCh?{ESK>^X&cg8m++#)6JO_zb?j+w8g83&G!G&4BT1Df@El
zD)|q)B*Rz%=_+)S{=+`nh~wE90zagFU)5vW<@gkuHLsud;rl#a&*^y_*Qx0Nj}lSS
zy|0Me<yYI?J-n>B+~rr@U7g!qHQCiu+tpLuEv&g5E4h>_x%^slc`-!)+LeDfDMkPM
zeDGxCtm}E+)2@|)Uoo~?J_<ws<1F|3e*NL;v)7A>Q>M?${b|M6?d)#F+-}ou=HtoH
z)69XVsWb3^yZLq=pG>!%l=kF|!f)OWW2U>sg_#dE^Y>Hp_csromd-CmUTtnKPv=KG
z_gitBt>?~MK7f~}_54c+t#tBCR|C&kR}U1^u4`b>o*F&e^*zKW!pqR@tmX4Xdrj*Y
zFVEQJ2<u|g>!@~nUGK{cjjtYWx+vge9d*@}JN)Vap|HaD+&O(dskaVa_8Z%Z?&Zq4
z)>lWisjHK~2Ge%;^`8~9+^=Txuqpe;>1OVpvUb;_;0KP3r7KN{^RBlJ)k*E|=zQj_
zUKSpou{qlt_!jxiFHgPQ7GSU=6L$3`F{F3QOf!XDcrrV71+`x^d8M4gykGJi)-A1m
z;Ed>f>ph&|sKKZ_jYz7Ur(SaDqh8^dI$V9&KJz%l=s*3cHe}xmv-===1#y@(gI}&^
z=EI`vRG74S9e)0`5M%e8iq~W0Wxy2;pMGak+cgrO{&6$?x?>t<^Vlp@!~6+w5L2vV
zLV9`MRqR<n#<eQTuhlR+R)~&m%MMsB>YNDOjBvm~<2)VTf5qo|&d4bimXnk7Sx0=E
zKOmq<VCC9POwAWZtLfjk08hC-o2w6LTvuCLTa$5~f4B<quIG;JvQ+q!(}BDm%5Nd{
zS<1Iq_)}!m>un1BGV(~_A9g0RTZZT5<NF}`7dN6eo{Tv-?HRNDH4%gbf*+XvRLf4z
z@Un2c)2_7jIG*NzP4mXwzuZ7@n=g^HqThJCjRXYuf%Io{;@gF@ZpXLa6VGmR5+KdK
z^b!KW-V&ANq;D4)7|C3K2X^#c{y2~ORmuyOFy|Lb;2y!i>15{!s({O-`RmUt<R-3^
zDLEL=2wfz4dx%JZIGL^W;-dxH=M3D)9C+()0o<lmIO!?vQtz?)!yhtzLAh8Er&QiD
zj7tgx*M}`u|H+&s{GL(gcRS0#0A?kPw7=)v->)N5{M|F4><ihz{f0k%`egXU-`~Hr
zwbeW}E-udc1PW*IH!BIOSz`Puc$AfsE9AVry>;4~!%G2qlm7&vU*Khs0~p`ZS?OQk
zX)#iKq5i)AcR&1Z`Jsai*WJN^>A0@F-N)6{6#!sa;pO1?wYZqZ$H%9i<}tXA`DeLc
zg$U$2z}^Rec9Ay;Z4C}ETim1lz2t%ct~-PT<jCJdYCR}dt@Rc9?{pw27l1IU@NESs
zpap`vz~=sYHP|5p6xE31Q*X?fRrUqm8oRaUE&VzB3%m~G-u`casR|UBkt-W-=}LKl
zU^=iXz?+;kqs|gu6tlH|OREFL1qP@)*P8&YMH|ny&TZg$OVgl^XTyN-X1odi1?au;
z`U$P{w=_C19rz{lH_3mK|9{{6KpoiE*SEM-W2gLk>_I?_!Rq(hfYQo*=lS`$tE&t6
z;c<Qf{MuMqS-G;uO{G%m0uJ++4mIK|;dU(3cHl8KV30?d0^-3@w#p4nrngsCzj-SI
z99YcZ3yoT^^9yn{_kSD406<Z@QY{1cAC3zHa-4yM$=mAM7Z#{;g`rK}^sn#V_y6vP
zzxm<sdGY^V4gi;I5D*Y=OSY-=&$hO<n)i2iu4x`r56LNSdI!=orh{$S1*m0ty?lK1
zg1uw%zW&yU>_DAJYyXJ+rXS<Kz(>Xc5Z+z~pp0iPBR9~$rA46j#wjFj-^8ZC->?7O
zGk-I|-_zr7N$|If{Qsv88nfY-7Z<rXI5@btup~Esy1Hy|@$s$fWZKl<{07yQ(cj<+
zSy?hL+~!3+*m~l(#W*(duYxz|u#g+Wd5^6<Y3vWK)<Tjc>_REi^5?UF68KplY2A+T
zrudFxJ2Zk%PEYkNPf;WJ8J6?Cj)i_BgE?=QWA*)*`l{<@WYOvn@7pJ$z~>~e70=6&
z5!?r$5#e~U&G}FH3ZS;_&o?{pUb`7CIo|ZY_2@fa9c0(rWfyjrJ&)7Y2C2t|z~5S0
z1nS4@%VQe%l|KSs$V2PWA0*#dVyz2-e`zTj-|K3E?${CoNE;9UBs~KH<F+T`a(wqj
zPr9$WZw&yJ!tARM1;nWLci^9oYQ}mCpDX^d%?yKyaq70ZJ2?jHJ|7+2)xO$8A{LRI
zt?tUzosUQnv~=7h0zA{)vV~vqt=;!}{*BS|x6SL#5XQ#N_#Y97zinp!%{=xeaDx7i
z5%m9H9%E$t5A)dX^#8;>_Vy0Y3PumKi5VK(0i5)$2<ZP|GW*Md_FqkA(Er|K_Mbu`
zk6TTZ@pcku(|zJLa#py3yREGNhe*x+l;FF-m*{uCVB+GC(;lbD2d%#ntvREV$Wk~`
zV!2ZWMvP9RPfDHIp9gP;QWKiu2D;h0FT!sP2sLy&ch7jnC?Ah5BW=6+b+urgzS(*b
zNAdpzeSQ{p0q*zZe*JJax{T67{;B@-7gwX#?MZP4w~Jmg;C^6}yv0SP_k5<hV;cs8
ztk>n%>gaf}Hov^QxUIgpxw`yE?f2@^=DZ>veogIYHDq{nFwdADb_(VS#vW3pmk&{`
z9tgT^4!lwPrZ7j}QkQBh)lP%TZ?0)GtZ{j<o11mLPFBX}Cnjgx+JNVg6&F<3H|G=-
z<P=b}bMU9*Uj#;Kh6@_n|MHBnv)2(`JP8Go#vidcHVEpU#%6tTfVH<j-|BUDweC-j
zaKg{T+T`fk*pQ1tXJcz)ZEIusT~ALzS4TlrMNJ1`T6LzZ!t#4rDJ?Y>H9Z}D2r8E~
zUVdkmqE_d`q&0ENsNN5(zEZ8VyLDn9;ArTtC5yk}^SqQY6^tMq6=}0rosSS@t-Y$O
zrKg~(p{X79*p!vULSKRT(t}jqy&JX=gyq`g?B!)B?Bpe(Z*H!jVJ|4rfjvnPX;9UB
z0xKhp>v`MrXg?eV4v)_<-caQMIP6GZCO_3~@dTW1$?NIKd3;imu@+U(P^hh>XfI-@
zC?crfz>Ii!Mr!9jsBBt-chSwuD#`+Th1T2pWayLCSXo=z_@kh@psl(5d+B!u%{_Zp
z6^9IwoJe%lm8M&UsE_p>=Utz;wX|e$Iq%kXuI4vCefscW0W0nM5LMVk*we|Ep`CiI
zbo96>tJ;(Z)iSXPMKf5gI7KRy8cwmY73;5@3+9e)>AK&z5#e`w;BECOM{Qy6d%)NI
z#0e~Bwfc>sde^Y<meKkmG(J0c&V9BW%Q#fSTWMqD;?dSq3SMMggPAXrtr;j+JuoIp
zQKm>Z>+vLm`5Z&Jbp`t+HZwCVT41DqYsw56UX2v>5RIy4#fWu2-ML|I8{wgILf%`y
zwy3lcmF|Y~*~CAi3tefiGw50eC|52y+N@w|XJ=up58TeL)}Pa+h=ql%Y0ClwN$Cn#
z%_;};p;Of9Ho`GUh)9{^qGQw3Vv{rClYbcWr1pfX(Q4OPtaq}8qm$EU#5P;G?R;0s
z>n1UAX8R@?cMh)EG?_J<3Tsk0f(s>LC;I9A#24<p>c@2FZ<6L&6M=_XY%goUKn5JD
z5m517sh3$k<!SRdJV;p1HPpeyw)lSN_mih&Bv*0Y)ru}$NIwQ@x|BuH9h#7qlbn^&
zZ6qvDg?cg$C2qD{quzCWiG4NsvKQO2{qi`_wyn;6J!g7*sAjH|jGXj*z$jn7C{aAp
zB67;$6U}j@`x1Qn(0aq-57m-SWHTna3?&w6KFF_k4m6c*-yO0_o}UX5<nVc`i!F&`
z=O<&s1Q^E5s;T4MeFZvAnYwAd2gt-Z?2F}3+p=Q>y-)LKesE`7uvQITuFuZ(8ro^I
zqaZ+nVV+dP7)^V;X=rctT=@~7KUA$&v0-EyYOc)rwNTB%3Z47}tbrPmW6hvt)eHa$
zHdqTQx%n{a^L%W(d1pXdX$b%bThG)yHqfQ>an>43NhvuB>c$Lhvtu4JrKomn4}ob%
zCR-{<g!!$E&K88?<|fgn^H;hYyoNgNj^gsTRub^*6-U$S{MZ|@^+qw}bljGdR7CzN
zAb%EU(mJtuaqo%rmHg;j3@7T#&#g(bGNKqN?xf{bbBZYXaZvWc!f>yX{Y&x+J)W-y
z%A)4R9GFgAKQzlUs8pmxkrP5JV__tPR(QETovyT9_ifIWX+7Q^PZiBvuDE-wYuV<P
zX^YCppedMBg?1a%y7CBqqd&OZZQ{`{S+=dYFIBCOFX|Ruo?=Js!!Ypus_U(cb9TI1
zbv)QKCH(yC#Ck1gL`T*lS)3%UtXL&Nj?#D)7S+4pSSb5q?)v(Ci;aafTc*K%8p*C`
z7p9~LrkpAZ^s#RB73kjm8bmA#4sMJm*KKfq0ATwdEMOQ?uG@~*x7#2v_fXKb^MIW+
z3U^~2<fss3*YeEKWKg9^glw7T*`UkG$#*kaWBLtcvB7q1us`{=7rU5REhbh;1Q0Z1
zcH{bFXHOB20gv(ULm`RTjExh?5(x@6fAVQ<qK1R-D|ory5A_{KT}~%}ffYbl3Y#ht
z&qbi3L2}zYTf7|gT*$fWEKx=e)!p4Ap9o3l@QT$EGbM#9Wy!qmaY<LX<40TN7`8L#
zd)4s8yar0+g<%#&1%+$+*Yza(Cv)_>YyRh{hsllNbz0M}cn3D8MJ3-u11_Y+(v%BO
zLgI;h#|bvS!ohh~{c5qrXXN&nz_#5YAq(3Fq=_BYE_mAbP+&rV=knQ7yrW;_ajy#<
zLpLpmV+Y*yoEK`W9fhKR`0os7dlCD;cS@M)0q@b3lh3V!?8eHLr`l%ht+#n$vU_>D
zKboF4wr!V@lu)qaAgk-Osdvv<F=I%@2>ZYzSTazof|YN;8aYTB=axh#*LS{J*D?0`
zP!aC$dl7A`^_m#8(EMbFT4&(@lP>X~Q3x$qf*#7_^+f9NSCe61ET^NQYN^PwFg2=%
zLUsLoSDQdT20)V+Jy*DbtpxQ0Pd5pXQ~|@X&lyM5Ya%#ZI=5-86nE;uVrp7AOxP0q
zSNQp8=`j=wOd4NFsvoX5(@DXrFE<T%g^oX6RtO67hmxhs)Qx8LwHu3c_$sDMnOmgY
zTLevKifEBT$$0%W<+UIAUtUf(?>1@2wO7~J_JY}LEo^NlDQWC~@iwN2BGU#}ki--%
z<Cf{MmFu)*R?`vM_ekOemhN1_Iy5btIV@_^wLrW${rbTczL-@rwEcljFEeK3S7jA{
z6#pdXY3prf*XJUd{>90uW#!c`Npr^+B{L?z;==lnG3d*!PMbr$h5WB>6quSkE_mVM
z@(vtqbqm(@S@~wH+&a$mPnIkk*X}Kv)-jY3fPxTd6rCTQz(qhWXrWxDVz>ye^~iH;
z>kOL8gnZ`6PRx29q;d*pZP;Y&H?N1Oj~(6J-3uy~4oXvb(m|rdXA8J70vtFYuG-$=
z^TsUAwOlQV#tP<ElKG+1>x1!$Ew}i6=X#o1xlJ0xs8;ih*$pKnd638aBC7Brs<8Dm
z!2)SuGfrY>TLUP3N#80B(4G$EsdII0y(ttC2W~yO_BfJhb<0+=XBTEP(=-j0`ma+`
zraN;|`Cs53++PL|bbmlLrK=_w7;0HcO+DoJ8Kj}rd4<cDju2jg5zQZKv75qz--DN+
z(<d;c=(duL?GC{N`L})Uz(02*cK+01b&e_BSkFr#gAHJ-l8;FnF|$04+(b}cqkp}i
zAEC<cE3&mNswnwRM@uDIB3sO4fA@VFCvo85VQ)K_IVihKON~yqlMoTq#89vl80QZ%
zwi$H|$D0{FhvLljUZ6D6>^i5sC;L(yY&L}%WAko|hJlf<eB-hcUQ5T#%~(Q%1k;Jb
z(;+ZsKqb$Jx%0lq<#Z{N(Q2`t*7%r9)h24psQ>mc_h;oQiXEpXe9PQ1be8tMecux9
z=DTDat~v=iRRu^umAK>MNf*b<H}rSZisFT6;LpbQZlvIW>z}&~oTZF{)Lx7eRc7=W
zUG;m%S6AhR`?q33++?-%8ItkCc0OGQ`-V)N)M@bQsxe?uK|Y*I;fHCSRfuH=hchce
z-Ge9iJi7Q`^!e0w{JKHXR5dZDkk?R`M;$@9?=p##B4TCWxY)8X5p+A2Hn=@mo<73i
z3sv89QbWVo4I~oOqd*P|RL4_0D*r$_whPsav!XsBY}&&Dwl_u8#zP&xvb2B#ELy-t
zi<_0UtYf#FmReYYX)o~F6FM;TXCj#~BXNEmbLdo|+?1n39*d*~g}jcYrecT(_!u3i
zK>O5*{ja6FBm0LKq+GL5P7Gr0(wbrwF)ra~shx~=7Tms5jjWu;fY?M$<O}wh>G&-S
zupc1u%cu_T<A`O%3(?hBM@gda`A3IGV<#wB1Mlm$w_`qICZKa4V8h3AEEPGaD_mAK
z9-%kPY`sfC&$AS$s2SXPz#)<<ulG4yciFtVMF*Zk7f}kETwV43J4rj@dBpr)^uU!>
z6b)kr@-V&6&Cz{?e%~)lZgQ;=6XhLI3+j?{^~Q9*2JSCngg9_f(IW>z!jT_Z1Z`{D
zbF|&lK|DcHgSE|v$ts`MCw-p!^m@*@VFI4KRh>;@=2TRa)pf$Cx$t)s`y;I~c{t+=
znB2VYy6{IZd&R`o^h%@yOjHFqu;4^nZI*^@cB$z%6F;!dMI_Ay_#cHT(AleTKe54h
zPg#rn`jYbrzQpCSp2OSJcQ95_(ZQhKVEEQ8Jog?v2DA{j#}q~`YmltESi7f6Y1ag{
z)!Mpr7|<ZAgC2R8ZX;cnm26VOMT=fIf7C(y9Oe&U0fD!jwTb}^k&`WeryX%RZxn^b
za1Y!zr<>RPNgC&y#yi#l;PUB+$_=l-SeO4{pJFFBmOf^GpGH9l%lL4w{A1VJ4xfQy
z&R8COsE8*W`v)8vGU}(p%FXk-MOygiXCYq-vSdGBh7F5%bnp*E;*nl!v(3VHqs7XZ
z(l+i7N39&6L3rFGhLTD+Xyh}Xi7HjbPa}IuEFuHD;wmJD;W3n-52d|eudZX1lyEfb
zRB~Al;jjWFN!2XkE&RnyS%Eu0(k5H$Vzl){k8R$%f$F*-?kkc+Ct=X_hogdfDl9Ep
zBv5jvom^}^Z(zI<M_G4u%?}JHepoJ0-2wOOaRc8w^}o)0&-|%qn2^D-*so-&!Q?}}
zsA%35fG|T)b}Vlf(VVlXw$uteraN~6m8dFUL;*_FB;%(|^@5CZ?x+FlJd!xK^_sb;
zzc0@;t@W(BqX^ZEiIJkmW6&mt!yN-DIR+_lp&0IYBXwAqJd;ou*y~`vCcIiR9c4>i
z&UupF3q&k&a1YmQWJ4mII%KIvHI4mzSl%|Zfd80IOH^X&ptO{+sfi>fPQHAel6jqE
znQm?arZuLm{V$#(t!8b(p%Qf%x*a<bFs9Ru?fnW)zK1>H6!G}9cr&FzTz8%E&93ku
zNu){XvO$uBA}BC16L`mmomP76({@+i7f|f?1tJETk{1gJ)EL8V9xG|Kbe@l8370#h
z^qR?40Q;M2(%LN%Rp-Qz0p&1K3zo;a4-LzasS&us7E$lk03R6d-n~G@^!Kuy-};>8
zR&a*FK+n->e8&hs;woF*5rD=y`|x~{)we!nIjkMU!O7WYbo~n4n*1Ax)xxyL<<3ae
z#KdImM)QJ2QrBqClwut64sbK$CtEMane>LqB$`3pCcpIb?m<#WOxP5GBDF(>DzHMx
zTgP_|wZPLIb5t$EW9pd9k2BKRcal@nwOaux$$|}*EPRF3=mt&C`aT?caM>L&22{bc
zlCp#>bxuB~arnawH^<8jmY$v#7S&~SDut?~<r=J~+^d?5E;b8c2^yAjNO4N@B-PRc
zYzH#%Eil3s6+(v;pytXGPMX+hv}9AFw|IQ_T$>)Nk9fhdV-k{+;XS$~WehlihPa`z
zizlpy*3D`SEE$6!_Eq_<9_Z(1>s>K1$FhaQq>TC}*tX>w%{0~{%}ZO#d>PsC;xd~4
zQ#;*5etA&mgjn6Kf!n~(dOLlM<@T3D+xF3-??u{GW{hNzu*eeq+jN7}BE-LfWlMUD
zXBUwyDUCFtLnR8&7r8x5ak-t3<V%#pcgFOpKPwC_h$y;~3EAX}TZIH_p;usoefiP@
zCRBv`Af;UnTNXStXXBk=f6*P<&3Xt~yble(STMC4e3=y-he3JemQ}MZ$ct|T)ub#;
z$OJ{=?Bun$?15m4F;`famX@Ygrq20V#%X?toP9xPP&JL5qM8j*Kf0@5H`tQ2h(sg)
z`cb3SOn+v~`{lBNmhbth5I)Ut-%ph2gD`dC7cD#`mN0bDY%7$(;HL3d;dU{~xvD)+
z<WQ7BYHq;RU8&(*xsC)>D9lP`Ttf12|7cA0FRZHW9QGUw+_UUkR0gaJOdg{uQstnn
zqx&H}Q|(p<<C$u-?kiYWrYt|bXtj4$)f=7FIe!0(v3KmQtcm_bJ4q+$*xs>i+qP}n
zPCB-2+qP}1W83!4GsZplj&aU;@&5p8@2Xj|X4PElhxvGag~cNLpuls?0s^jPGSZB2
zV3V2RD%EP485)@^j->e1R=4TSjYK7!xYC`wND5{ggT!XJl;A{gtw@*Eik-ZcqR;aP
z-}e?@$A8#R+t~#Nj&sR^p~|Yt>q^^y@ayaM7-IA9{oVhRYoE+wSYZ}r55dQd0)mD$
zROaZqEzf#^#B!%#pRTui9LD08B9i%XM5hfb1`P^CLVW1UD^Z2i>j<p~5Y@yIdEZ_V
zY8ZdsJ!aNgI1i^Yql1!1iIhuBoL5+8V5Of?SW-xgPee#W5Q4h%$GYvD{1LL{%hanI
zWWv-XQqi2u4sJiHp5F5Igxg5%X0P{lB9T|s?AVE7Wn8IFnl<;R`(4jfsuYkEk`3`&
zvr&UGg&JS}1w1DEE4`qu+h>}!XN>UZs4WXdSs5MKy3&u%Oi)nS+S(n3>D*$Rf+C`?
zv63u&czlrzu$y{9A4#HQAf!5(a=vJiv4(wf%*@pM_yo(;;?(W+I+qfa^YKuE8Duc$
z+ATOUDretDl7#scRF2aQHySkei3XX7k=D3Hz20;5a*!aargT={vaR6AemG~RX=o@Z
zDCnpSed8?ct}N|t?5u9=t!yo9uMS!$6fuDhk%3FoyL9RJnx|Z<cvb`)q=t8FPXvw0
zn=;Db^l$*J_dGb*Zakr&T8%6>N>Vg$!ekhYj+uJ$Wyz#cMnqD27?IfJ_IhU-oj@u}
zlg0@rV5Ae!+@0TP=<TSgxgMOnocuN{V%Dpow9m%6#JACgL)u<n2#}$jqNRz%`$Oqh
zkVkjw{3gG?XfCBh!Ah9Y=4|#3y;Bg=bN=j>Je?NNPF!u)v85+?y?Rlb3gC!RCYU=!
zWV1*>Bjt_`zq@Pmy+yO2sVFYZEinHSndEhH@gv{dtOGi+vIft6+KBY*s4p(AtnaLC
z?W`@V%>B&}fFGIA3hYspG@xh%znY4Z-8+|#kjd`tu^FE9r!a{tTfKn(G)g3EEEF+w
znI!3~j0s=Xgu~~^3xMl;?WsgSuRqs6pKEKB>swn>)8o1@oBVYd5U>sg2G06ueT|EL
zvbnf44|dI}yuz%c!n$)rLnXWsG>la4PgR{co?L{)W)SrC(dNhq0zY(MF!s-Q0>vwP
z-O5G7$|PVdx53PwcLEwZIgxnL25TJ!oXT#e*N@n?$2vX?e-B1_r>kQaPD%=}*5W!7
zoz)>SQan5o^2TCoWgQT)p0T{|TpbLZ&I^21#8)_c0g_cwXpdsvM%6HNA8_r<U}$D(
zuHLN|7di2mKE<E1etm1G1^WeR7!q_HUQ=zkh7L}36M*|EHfo}{pg@z&^)?rA9CNkN
z>AL^+nn3z=nVky2%|XWs@Xa#@@!(2a$G^pX2<%ly2~~26j_gyUe?3d}g|G_Yd^wmK
zz!3aCq8_VQkyxWzR2H;xMSpN}oi%bAOF~7J6*r&+%#E|@`CShD+!LvA@Q)wzylJ;R
zzdq(ZITu!B0340J2EZY%Mt0|TSI5iE$!}ntoj9IW>9PdNbnFfss?!H$X<kbe?`em3
zq9mlxljtNamjuQp^$?@i0I^-De)k*N(gw(+pefZjb_vJY151C(6k268lw{$8QmHQ-
z7b{!@1@eP~!O(U4yV>sd7MqP$uhSDh5F}2QtL=v4-t4eT5D+^XYj<NEyzp?9N@-{Y
zI9Z&IG<HZZ*|D7pGAoQL)4(MpPZASoTHWs7>Xe?F8nJX0hD%F`@Md#R!Dq13v`Hn9
ziHknic1GVkpb`9%;syz1cv{|X-@cg~?)8<mvC%($!W;I}baQe<i7em7`^FejhwDY}
z6jz%eDXgufprW(6u((d#%qgSUq(WWtgyN2$=i}YpZB$p!jjaPJVNK!POV~bRu;og1
z7~4i=lVzoXyg8AQM(9|^s!*YpxygN^8#AUxyN;(8m#d5vN&HHc3kD46oL8CL*8D1T
zCY#G-`APyK<Dr+1JP})~`TlKy=k-?W)6Q~~py%_|22Z`Uo}Qztte`XY!Nb5-?E)fJ
ze^NNJS9koBa;+QvH-o`+(!!5SmSlRSFr1L2i|j=jePnd>ojR3;MYv>DXuGzY+pm>B
z_x%)2DBD<~mD@bc=S|=y?GWe7HxO&+og1?ot#t(hmGnZNKuKy+qocE<MniKuFLu02
zBHQk6*IlG=*E&5MO_qRcYjZ7Kb&aq~;ZnU^?LSlWadJ~=rLA5lSjQ<Pq2AG12JBhX
zMRdYp7)l+a4!e6r7y~~xHij5EvXYWvt5QYyQt*Zjo7jev<55b*QkC`DZ0=`GBQxJe
zwr3QS45~EGX)uCaST@=`yiJxVfu!T&GxcfGMX&m7&s$NH*IeyzTwShMst+$u)^b0x
zYKVofgJYOU>NE=xLK@k8FvQ@nxY<bsxj?-`^xySF$iZazNmfq3P2)|zcD_JLVeZ8P
z>vPd0Q{j0tpy4xF4ckO%q^%qRyGf+KuD$QPgXBhu5r)Cvb-22pZ^5slU~G>WT4^HO
zEk>SBBTR8OI(@!}n<|cFa(Ep6OkbX!@L?l1+{eZzh&u!4rBA3jxJjVenDA^+?B5jH
z(f?JP+!-~aqW{Q97e}g?e8%NTr<b~16AVJGid9uiRn=69KEy`<7&)X0eN{!CruDqt
z^3+ATSnuIw<p#0XYN5?}pBusD>U1v1FBIrKg0sEqus{7cTp)$L&H`*KcGPusHJNh*
z%SX;*?P{fE(<=G8VD+@e8e8G~Iv!7@KmOAF-uqC%$gk8gfmOD<cxb~ISR52uZg28Q
z=%zyK|4q=^?dE0g^Gbm2M{;)Z?;%~k)Ys8n|7-ANdVAoZ>AWZ?Nb-1QMoet5;qB%~
zxpJP(b&t&~LBY=`x5U%QF1MkmsJ@Zv1S%Kuz{Nw#qe8+sR_w7gVa+R3i>tLYVaTdF
zbS$aXO#!ez^AWK}lt5U(I3&biD$QX3UR{PEXe|s%%?-mFQ4}XOh}-{#4WC!UK&V=p
zM>ixIgX3#`Bir)|^JVJZww9Pklq6(-+kd#N?=XXtGM3uzz>d#s{1{JMnR%hD+0yxb
zLxVa4^9UCT$`B-^62M~XgHO^H>CvE4v{3#i(I!F_A2CD`8r|Q+)<BgVIDvHQ28^mY
zx!2bQ8O`@fv8*tx1-*<E)k1>5fKBnWRP%KVy>keT`?oU><pyh<ek>EN3L;{tN+}JW
zRKRpXnPXxA{8<;S^ZtX~<hGVaN(>)-Q!o6V70dPhNX*~MfdK_rPUj&9h!B{3x<>UC
z8jasU54U-KWw&ZJ5n1*|1kyBdh7=2CgR5yW1o7dZhzKrwcE7n;VrEk8UKnU}36R5s
zfaCb^_U?uNOkP10-C`iu_km|>8$(I_sDz9O0=bYjo8ELFt#(gT#M~en^j+AOv%vkG
zyutoS77=PDcnY9F!p1+}IaF)F-`?Ml1rSnMXd23@%j=ukh72B&4^no73>QOV6aPpv
z4vv9vXL-6<g*@5x?**Mav8*iX^_ZH=vm@qQ03exOl_|P}B8}O+cvMG?@7bV9a)$n9
z7#qX^H;Ak0k)ZD4=D`~hyg(@f$ElDlhZTBw`Ki4%5O!KviwK?%(_-~}g!qQO1vt={
zI-0&0M`;JW3ZvhzoK==u{UP!|jA}78n6U(b_nvc@l9FPeNLsD$boFw2p0;n(YBAVF
zgbn*uw|SHvuDuQhce&~K(7V;wjbq_r@^)uzlT}<<%7)9ytfh~m8<!<{2zAKCRl@|9
z5$0@c#gjmDG`nOF&5sZK;E<;<h+v-zT)nfjR25uUt7H>PK1omp1degnFO|$jm=K8{
zXSvYQqol><>nD!q!pbTW8TA(x9rkeFL8VlRzzJ*(F-qk9)|DT~&HJx6WR>((VPoT6
z=S`3y__pVr-b%DR51i-7>gMHn$*`yl4v!rG%F8v{`sxbu-7AbT`Iv-+Z;Ku<{rr|M
z=RvgKmbRuuk}#4xr>-|gZ)U(EjjwlR<dq?E)|)PepOPAvp4FP1oJEZoYV44uRGdWa
z#89MOP8VS;f^e|?DgmaL8XJ2Ehw{Cj@^l+;{oQNb<bUsKXK;MO=j&_?qohtpMx~7Y
zTY=ke(8AXIt)u5NV+GpxlhwCkq?oS`o>JcD;Wp%&%V)NuE`?toHCPb5gyiY!U!A3q
zo1&?xqqnxXew+}V7K<+rH|dH+Z)Nhj)uY%!aV5aR1vV{c3Y>`{hd=rD#3QXYPgO)q
zrA9p^E1vE7l2w&TE4A5y7|BsbAxQx!Jp;B-z3pGQoTjk^k_=M{X^FzB`RM_*=14bD
zA{t5ta{U50$@2xewYdcaC3(o!bj7Ip$icXq*KNSNt1j=)LS)Mj71!u&E^ORv6?pP~
zybOrC+AJwA#Wg?-#o5V<z6YB$9$8LA^aef{{-z})c0T<8ZM@KeNU2ddO|rle&6SzJ
zlMhWDBnnqY&Pu$VB^QKkkgT~=f1rkOMyz|`L|@lxB=fxFU`ZlD2v?TC4)kJ9)tKjm
z9$tmV)sO`41|+&62DzS$hS35(y)*caI9n|bo|YtIk;Y<B1w_Ovn#kmMP%6fdO$4=n
zJ~IV)?KKJ5s**;CO^S($X|+Lq&gNxLhqP4lwmTZmOxtHEfTxXo$ki6&@zSE-acqkD
z7b*~ENsR1#ga<{4lbdT{YEvXjB8xEmIM^gp>nTJ!AWT<om$Qxsp;K)z*TbY{XD^#E
z*?OI?Lrkb1kr3}AO9mneG5^uJ{opTOw0X2(Mx8}#1DK0&KxBoUo@(mifxW*M0hUjW
zqOQ4GVQj>O)j^+#ESN^aVkyd6$+E|ZRB5w3vu<9-_F<^02NR80f-W3asW2bgizE-N
zj+V2hkwRt%uq|!WX7J|9*xN+9<f|6<bWp;Qv~Zr>=Mz?lCq3`0m?e`D6J|Mx#s>f7
zIHw8G5VMY0%kAA*1YSfJw|^#d_=bSP;fxyB+kOwV#H&>MMX)oq3luL}M2d8wV5vQL
zfM1Ch&HqtAO@=TrjvXR+>=PX6hR+2yRHh^iZs~M$dVcBqRKr1lK+`)+gJi5yh!P_^
zY&and$j~KCLs=~AL}kQh7biqWK|O$Za*?*$4!0Qo7X-x(Mr{#ua_ijK$gfYx&7Ku2
zeQ?ijf>66EfC|-~op|x^pd5iV^Er(bHjz9q1k9mMj&M7aJ_(?R5t$EfwYz%eeLZ-#
zyE_QWth{Kmofg+@NX|?qF=$9qXw%4BGN;zak}haCcd~2L&Z9FZ&XzLrN88-&dVRX=
z@MXZ^cAM2uJ)SR@#ZLXW>X3z%y*#zDuAmvAnB)q5-5(LBkiSixtS|j8;eEZe4De1+
zY>huTEsKpVub~>?C~pvbE|_X@^@<cHD6UdNuwPBLI4>WsAj}hJlS*l&NfRrqTN9v2
z5+|7x`;CZC2_?S}|LRE3m(}QnK}e}hZGf>@DjLSf*dQ7L{>`}2?d^Ga#tgNcp3p$!
zmz4zrfgB}Juz+3}8`1b)N3LLNhY78AdbL<8MMV+9ZxjsjT2Rmtjm`PF-5)0y5)2L|
znLqb7pRbuR({;Zy?H9I*XO1QUl{>FDXqEVnD8YOXIB%rT+w1%4+^<A7r@5t3FCr&Y
zfCBQT@iF6OqIbE!TkBx0-srM_T-*hbGntW+!XqLfxC;AC=<Y7;A{r}lT%(yFM!-mJ
z#F57Ln>0B-L3l!()VPRRv(s#A-PX8Llk!KX4Kqx+q;T#;GbH%?*YL=QDy?R>(=?#J
z-I)s!B3y(58p9$=1<S?w1>Y0c7#g}k&o~LC%djp!TN1_581&VckZ@l#ChLRNe($92
z^Bp!3HAVR2t1PR4wod(Hxao&X0U2xOh5v_Ge~dhuT7s6K@^8uwiK~?-x822we4zLb
z#-Qo%wvu|d*xk_(qwMvj(DeI5Usi;v3<3O^+IC=w+tl7rVxv=lz^T(~EvQUU)A5lU
z(lSZhC=&%N9ezYyMqdGfuvL4kv~HKz={)Ft8&keIF|1mht^|o_x%1;c+}_#Q*?Lf@
zl%7wP<XXp2BA^6fq%kH7Zn1J3Ru*!hxur0$d*JH7>u1g9)Dn4_{00!O4w<*h%hg+3
zU)YBGxZU5oS?jJ~%@6zcA-G<2Jk5@ZuC}7*!JTA?9i3a%R~-wgy508&8@Gh332G`z
zkXi6d?n`x?KS?h^?A5I?xXI1%pvwC-vGPk44tMxYOTZ&|D%ZB6hKGgu>*dMWNbs7c
z-PQK(tc)<k#Rlu@$}D8V#s}}OrpJ(f&_SeBkyP1=CLRG%GG;syqe8rbnGr!&>`+O9
zkyo+|2}7CD3o&x|Pm|*(#zAmApF2^G$j^Rti~C__ZZ3k;<!}YCkf6|_GOCmBSS)Wu
zEkNPC#-j^OqYb_PeY<vg|Bu_HK#*`{ysjUy-XD?KEj2a}#!bHB#=wVqF9ys2gqFu_
z%*E9ui^IX~Z9Zrp9M)>Hv#qX~hgaccEeqgjS7cGgN3>h_h<NqV+~@ms{Qamr665nQ
zkp1KW8zey*?<F%5{P<V`E5+U83zgMv`fO9+*Wvq2BZbk(!lIm#1m4AyF;tv5zFehN
z=P>ufi%CwMNDxPM2=W_BuF=dA8x=!hD1!uAuS~``Fdz@f#(j9SJ}Z(Rg%)rbG_DvO
zu&|EspZP~$e+gI6(&Bn~cNnqlmJk~o>c_*AL}AjPd_raMKmu|ws$~O?Ix}RFD6nNW
ziUs-JpQ`5(l)q;N^yc9+Yw;O-Gy`7t3yB`2%ezB#<mYzbbab*iSEY$%f$9H67O&NL
zWRV0^Lw#mq5U13yzq%M-mPP3M{oM0WZuosb6x@T}*5-DUn@B&~wfj*QK%33;anfbV
z*0!T9b%lPu-da~w2O)up<75k?Hdh)KZanHW_Z0L3jZY47TAoUqIM(zVkyQT?6C*`m
zP>JZMENCNo_)U>C8pM<2nW#!TD3f*DP}D&Q`GLplW~b+OvNAC#(d75ED}zc^esSS!
zpLns{AeSE^W_N4#6l}*5N(Qy_%LXiO@jP9inxYQOk&dLcAr=_H85U={CjDV!T|tAV
zAlmGD8-i{C;iB5QT&ixQD*y$$ji6Z>&|yg|;Fmb@kh++_+42p-0i$dG0|ryLeVx?u
z9}0bv8(Lhw={ir@S%cg5_IQ3vf+CH%US)wkUS3&5JwR#K)(My{j3t~?&F>Q>jZ09e
z(qJ={>7OrRw_K?g|J^1=7FRA;LSR}Vsip+j0#Wq*;x4D4tXDuZ0*DB@->xN$e2e8i
z^cgoCd%dq)qESz)cSI+~kB^S+4o@?PmMj}EjGFY>=}KwLUc-p^zqVTKp6q?Z*YDkh
z&xeQCmyh3B{Q8WBXW}zx7}jZ7fSM5)+RSC7Oacp30M3pTEg5B7Oy4^RVl3%CYxTL*
zuoMhPoH~dV18OO0>vowrnccKR+ueZ6=52F7BnXWL$#`2{Va1=Oq9D7?8?gqPlMh%8
zm_e$;pu&tx&4~9`b(_m<6Q4+qi$^T9N|(V$5m!1#RG8E_%<D?%3DN!7L&NH5Z+?32
zd7i%iM*Xp0(@{|9bnEkf9c@mg5j_)<k|;Jcf=rXrS|Ll;>z>JF{uLV+C>Mjpu{FJ#
z_tY*p3-$O)fTKHj39)WvQ_u(5C*C9w(5QhQHzB0(P~a|wnj*m`-dWOh=y(<J?f5bS
zcd@Rjt0N*KlT3FyG-s!4y1pBR?OL7ry|Y&EGpTOh`+s8t;Pl(zB#!Fl!tfdITzGUl
zK>~29_=w|dRImX;`9{X^a}VMgEmm{>L-)tTRa(>d##lvM5vUmONOyI*Y+ztu2MnkE
zZH{%}-1fKe7fF=j=gS15sB@?ARSKcR3Vwg&{PcnHLlq+WQ`U?cGyo(><pe5O%Y_Q1
z#wU!9uX^EjrA#FFDdLm*2@XpFGS2c_VFTbgJ}<kf*r5qc2KbDOoB0ZhDJW4eR_#uE
zvkM)pJRZ+uuDV=3yxy0KaREq%1#ab-=NWhR5js_A19%-WRKu->@D-nO-=>K5X@OEK
z^iaG{RuuH+n`cE(Xh+2*eR48gz}G2qcqh2O#E+qdqp(;xI5_wo)tc@4`hPwN4P|VL
z>(KF<9zu$Ua0toQCT9rd;mI8+oO*#F;RESdgz@<+G>4KR*S1M95I-5FWy?s&78w=J
zGbk<!xY*A&I4eFsEK$|~<tF6rIH<9!lSx^dRfZAsw^Vz-T<p4Td%vA5KUSE^VsH1j
zzVm$tFF(Eg3truY5xGsE9nP9W`SW5xlQ6^|6C<z}UmxU@A33o&A#9U?nv+76+G2Gp
z@BvZ6uf0?EQq@{Mq}rVcM+O273$2HOflq1p`q2i}{fH*H?Pa)>$v!rbY*ML{m5`d6
z5c?}uK~Wb!DmFenAu%&6H8CkRw%r1>m%wEIy^@kP8-UB{d@*YIx1mIaSw(gKTXi&7
zlxuodT012g*XwyV>p6$Z&CB%d?Um6}L_|*c>iSe<GHe+gX9L}KJW@Hs1bKB=ohEC#
zXu(Y>KNifrR1E};B)mNjx~R{ewGtdDBG7E1U|SW@X$ARrk{5}F1ZgzR>s_s@g{`Zr
ztGjxc5FVb9adD+~hrwL`51P&|Y~T3)s7k9=PZ;`Mm0BaV(}A6wP<qmUudA!P(C&UX
z+Asuev(5SZvG+8Abk-H0gp|^)vp?3?$niOA!gSly3r=ffU6lrqosNET+Ba8SRZ2xk
zHN0gV+KlmF(k4JDBKc<%2^P0M&q^UWmOs9p+%8j{nE$zX^xEOf4(q(x$(5j*&E*0;
zBf2(O#Xmn_lgLC)r1{DBxgdq{ucPUVPEPmM)<6Hl<N%P*CgmiX%8TGyJamEFF=yBO
z33YibJG<+HhyN^&v)r?07q*J^=*7px;S(*%C^xt}50{G?N+-B|?Vc~{1{66*z*zHK
z=F~Lgkng~9*Dv~bRa#_1WU4Wzjpt6O7$DjLLitr7&@B)~^5ccHl7VYBgK0CD8%U!+
zVMk)H35`wf$bLtKhEQKJHrei4zCCNTIh9paCug?G@DUt&W(8<dAHzy_J6<1&Uh@c(
z1&zgZ?Q^mYS)ippQNX!<s1yj7$eAbAZSa@PiVs1;Z>16e$4JE5pJF1cS0cAXr4#Tb
zPCb&O=`92|PaMyD;)sZf2=ds<dRhW>%Ry<hTlG{ZX7?E>jm=O2Y3N<9ha2xP*WTAZ
zrQ-Qoi`N%*f604uGd8KBs<N+LCuRXgTgyx<VwH<tHWafmbOfzVod6Y-zgQl>-V((f
zM^k<Ee4ZRwWq-Llo6TebShJng0E-rNM*!d`sk)vvpcrGT^SW~i5;*=`QiHSE;`**<
z1?=h#LS}@n8!Xg-8(|pBF7exd&f>)>9UfVQMR3}X;E-Q_u3GWH^YTw-CMG*#c*aWg
z5IrSotJkiVr8c#RY2wN4lG5c?H%bk)0Qo~r&PJR4*{t8K^#DBi4<M_mqKuZDW(XKB
zW2jpG^Z?N~(j*!hZMsM?_KVD2Dl5=bAzWL;Id2A|8B1H^RZjQ0>h%0Sl<;&8yP;y4
zSsI2&Qh7_m<@~AP%+==GRfKEyMwk21XrJNxbAMY#d;7oTmPMr{|F)=quweek4pBlx
zNcTeo-SC3v0$|Gh0<n{H<U-TvK}!l3uI|v~0y$7?27m@*KkCg*2_D=*!<40eEp;H%
z!ee`zBhPbLJ?^jlUz_`!!69!Q9sD>IR5js3kQXj75@ktZ2X*rt5dju4e}@hh#uQ+s
zsSO6&bQ+r3PJ)?&mC1n`cAuh7*-VCjQ)sm<%*_goj0+%i(4(x*x1HX{UrnEFdAnTC
z*^6JRe>A^+EzBm4o*vKfH#D@=pu2Eqn_<AP(m@5f(WejTF$7oyNAV=rlwuR8Ey%}_
zjZaDphEgOLI^7pOIa~HqQJ}Qi-RAOHbFm^eaf^apIfLJJH&*L@8k(#SS6eL}xH>kY
z*4)3t?f2ce6IUWw!UZ1A)FU612Mp+16zY@t6mHPJXWgs|a47eTa>O-HTxXV@k-t6l
z{raXd4!wYg87EAbm{wK*sjKeCXTmo$I>TpU3oFw(eapC|JS;0q`aLYmJN_H_@@I6I
zc&MR4T7IFlhz@RC9Lj^C#Qb1%GlnC}?-URU$)bWW*V{3MDpYok9v%a4kBN!Mu=uP8
zjkafIZ4O6lm|nO)_xrJ|j2N43K5Gjrv-9HVYM7}hwdn}#RujWYzX%8|x8w=E{A{Y;
zrpZEmz28kx6&jee7~_Q9UT}#9i-ZB6&(|Aa|NVif$G;-^1qH<i0v~Dlt<j^Xm6@!U
zn^!`mqU^06@3+xD!2~4E78vK2mYSN1fGgcmw8pg9-xzch{icp<OdKg9hYMl^9P*Py
z=0av?<h&Kyzp2{ubHNvs?I)8#hnr!~W`CUeUMh#9&MjwfGCN%#x&HCt_P9l-o}rYP
zm?@G9C7suicKw><PeBV3E!fJBr3li(H>pr3BFKy&66+_h6w=C3R|VMRx$H8Vmq*;&
z>hz$FRI2T)Etq0uWSo+VqXYL_{#&X0+N%S(-slPHU;M;Ut<h%lJiEcCE9TJ9IIpmP
zB*d#{mnUT@eY8lEAXg1om>95P4hVkhN#$38QWq&g-?K-N_gyp>3Fc&3{NB0B`Y##R
zLxR0gp_qxs@KBbLk*`j!yIkJTqc88lU2!&A!JNzH^7^E;vE&^l;Y7P+VkUxjC94#u
zJ}V2Uj2sP>jbWiqt1<<J^~a4Dk>9f1?7WZEGCM7u*rM0!e=)J60AQb%+9N$`WBF4&
z=)5twyRUn^fR1r^YvJbg(bb1A)9>QdNdII34~`*r!(-G1(gJ_u7DCZyl)>BG{5vc1
zYV@<iPYLGwQzTK)r(V`P^sS(_vpXP)5+ocs3H?f$mJS261TX&UdT-!3#@+#UE4|xp
zZ}n;pK?&QEqWr$!9VcbQrulq{BS{Np7{T8NKUlSHHZHSbXFk%wPn`TNwduxcF^Jk=
z+;1zY2I%^P@~x-Vd%Zb#0Rly_ODVFi`Z9x60DqT}0HA;$I|Fx_hK_}Kwp9zX;vlYH
zw{jU^x}?B9EK-OFP{BzN*;fb!rT}uS=O1n;CFajSIJNHm(KAAChx{)?MDXZ_4CLbz
za<|r&HtgISjyEgNc-)?DK7XLUTiM-CZ-ahe+M4ftHr62D00{(s-&KQp3ZeK_#fW}T
z4t^?@kdN^;t#pyeCiBBwNqnWJlO(aUYArV0|59Z5A!>ZjKt!eZuT*6FWd>(@O(xIV
z-k5jnOb&0W_u+;)^lup3wMb`yN9Cm<_aHIbI){JZ(5kR+&~U`$JQ3u9y~r8S|AIor
zRUp@7x*(m%2gh8BT7CC}EmLTRf9g2;Ha%+NdKvkc1rD00fk=zfHk&VG-r~r0&;85v
zRKrO0)mmFYPf1H#cV2sEK3@E>b1M}X6#6EGdL<{WBMnl(1GJReSgYAWLJ}}b@l!Z`
zk)B+TRk3x3=YA?Rl+?vW-kv>wxxIz*d4<H!b`56lj?wK5@XIZ6wcVA;25hfwgJ5I~
zf7t!T5xnd#T{29D;%DHB_zMZ61q5=YU{#e`;l-R6291_htBgPGxJHxBj{RR)zPdag
zQBX$z+L0P&y$%;^F!{`q^Nk_w9h>bKnEV!pFYemWBI4&M5iL=&M6n1`BRP!VTN$yW
zJiM3lUF1WPp>Y!~mlxrF%AL|nh5++yx6$eX{QR!o_9BtWp~AvEvX_nhXh;@8iY!3j
z64)A#t3wWsjV+AL-BQ(((xnPj=x*REcfmlF(f|WKpPVg4lvvU|HR_PCML1@rFfkV?
zkhlZ3ir|9I_Ijkamd#`YIOGRy4+*+Ms>yt|{AQ6k|Gq*?0O9XjGLysKu+y8piB4%|
zYhhJd9^KoZ(jimSX9+cooUOr=K(05BFINCx`@q06uQ@oz-@$&-sG-bIdEMsrBn4<N
z04lu}ut-Ws7$}Gpv^h?mZoU_N=54os9ZCRCrD}CJ8l2wE%Z9<~ohqe?aE1iNsila-
z48lB(`HSso9R$eKB@qET(883V8HNOKpa^|`$l=V9HCtVLa634Bq%fNJ34+5OynmvL
ztxOm@9};&o!(_6vxgRIV&0JQXP2=*`n_3l`3W{<kAEM&FJnjjwoJ(OM(-^>L@#IV$
z$&uSt2TsV{oNz#!loQDWknGSAq6nxkYc6iQY(qf-IGx0(QIAPV)EfT{pFxr>^){?b
z<BSA87OXFfJjv>Z!fk4X=7{>Ynqi~Q1(+rwf_nTemGGlS!FtU1Qxc53M=w`hgknP@
zGHH;&bW)qn=EC?{!e8@!m(tR)Lb=C?S}Kx~-pr^xd32A{1Dt5G*qp7VD{)<(y+M{B
zXw~@?J5cE`sK{7BR<JZiQt5`%5yE*pH{ohblaak`rDl4qy~d0EJ(&0{Re7kKLwi3b
zZzh{ZBM~iRenIL8l;@^5mIh502XHt8L+-jNZT4Rw7hBiuVVVmJavCzo+$}SE3L^@9
z-NF2MzV==K?!hjd1FXFjXigb&EnN#l6bac<Y9d32in6AL*Y0H6f7Kcem*?-7jEzUJ
zP8CgbaO}82{jWS^wP;q_9A5X6-jih@Xmgh3MU^Dw+*D{~pwWL3L9qsVf^DJFMLRMk
z3A)mr_HwdExpc&b^eA3nF#`b>8&`9e{}m`4UJs&!+cKg0DFgl(mz7x)vL&w<fM9y+
zAUEiY&G~k{yP>MEygkvcQ`($~(;*qiG$n}bx;zgVJU)d;Nn-xL%98~9eL;?gUL?h0
z22t8^{;`tgwwBR9XYUUOa(k%T)<7kC$f%rbJO^_#{OTiO<T;18)Ah4|ZQ#9_Lo*$#
zyd1N_QsTZYeg<X@_fMyu)$jclDGRB;Dd|~5B*&1aL{e(|Q$dczR+u>=Mn@(Spaw0Q
zMe&x7jt({2KO1vWQ%}*=_3n(BqKs+gdacEAy}^^!o^*SdXf>=rO_Q$P+0xtCSe{Mc
zFL9EMZRJtnq8^OjFG@eVTN7ge=s@XFR7NodIm?&U*tDHhJF?%fQ6z^D&=%Ce&;V5M
zfa!!#p_OW#FhdgRTIU6l1Oa{t$;WgU&*n$o4o?u`k&YD_{;}W0BQVreQBBUTeeefr
zo2V7SrnBRDyM%&dLqBW?JPQ>}Zq6vtpE>k}f^>j&iqd2e?A$ClB<U2<TjahQF_}Ha
z`izeiuU0Mphw*1KnFKcL%RrHUw@RM~r^#XaI9X;MUHqHFHM<@`R0`N{`N|zJSqaS(
zqZDl5yOS6Luka59pc?7m4UXd<<NXzBtVD5)y{RuVI@!c>5|O&lkS_ID&15MV((6Z4
ziQr^RSY2Fw>G{5oF`dbAb#+!wPI`WP8oUis`_)d|*tmG~gZ-$=h`G)fj5WCqhG|NI
zABlF;#wl3FLkrJsCKU;u*d1AHNo9gaiRwotlD313SY=9zEkLZj;gqWiInQ&A>Rh!5
zR>>GJX>Plq2^oU@COB)>*u+Q+oQBDo$>#dvhPK`O*O14k*HmiHDtD3!fqk)!_`~Vx
z{qlY<JvHYEfSnLoKeN<4KgU-@(i|&cq$q?ewe7Q%0``+N<=e!ma>ozwUkJxbo5}r?
zs>GfX#EO=X(VB3m;Pjh06?Q?7*-rv43Cm0Xvyp_VxpxmSVGEi7ym{2v7-3W9_@sH)
zJHd0d2YtO8TNuU4XYOt-YRH|tY6>=hn45UStg-WZi__jq2FmNLAxB@AotSv7N`CL<
z0Mwr+1sowxr0CGGwlZo6FWyW&4Sg?w0yvQKu;y&+rY2T6K!}CLlm{%RHcGZ^s0o_b
zv1{6lN$rN2CxgDAirHcbOv>VXkt09^+=ps0rhy@p3Uk7+>9B26BW|`##m1_Xr`{C6
z9TA?dP$?85<KQ4+BQ3qj`+bzN_mYXqX8$pmPAu6QxOnIOr)ZLcJD(65nXfcKCSMK#
zy{M$tf$_)J+XTo0jR8k;vRJa!i6$vDy-?{vB6rJ*5evV^I(l=4q+;`mDeaOZG#9h#
zMY?PGm%b59U@Egl=@G>t2WDJf0i70yx2fRfq2fqQHfMveA?u5VO~(o_vsDlRRaGR_
z-Ev>mf06lkTj{B;EY*5A(i|KlLb${1{^f)Tn+1`i&EY3DGnQ{uSPPMs+B@Xd1mvj<
zx)FIWSXua+2}nLa5RyjEy(l@X7LrRmVe7!bZ6iB(ZI20mRv^^4nV(O&LaD&dj75X$
zPb+luo*6#Tc%7}D!*TS}<DXlJI|27qhF{jo9YX~xYItj6MfTTQZAc@>jlIu2uYm(b
zK1T)~DlBhMi(0_ctSS7X`UnlVOJS9$NUbbc<JQXo9hq6_nOVuv>eH(B^-JciKr|s(
zJ&o&`a)V9jmpZzu2o+B1QYIM#R}2_b8ci}4^MgL<I|c>RfY6_sx~!s<cch-E8_K;O
zI}Y@bji+>;<x(SJJ~>uw$u#`D<&E>-Kwj^U8|LR#C)1$#tx7=^7#Qsw;<g0T(f03G
zRd!g;VoA=4{Qqt`JnZ;T$)Vb}G5GyKWVK6M05i6rg|)pXC8(Uw(7yU*#5CDj6!onN
z#p)8M%#nq8T8pCPny`H0;x?=Q(BaJ^`%Aau(q<CaQ@cBt7Vsd<4cnuUCo4HsRa*J+
zSo3WP$XNjPBq33uQLlffYMEE9#3Le>V^B=1OPHXe=uKs4hqf?tUQS8L=JGgT1aLe2
zMq@ieXKN<OLI_zjcNKgF<5@bFmMNLpy-AOI)yR7J$>R?qJX?Wj6wXJH2L7VH)^K&(
zdh|&(NuX9M8!R962h<GEp5F1WUt0z|qW&Cf$uA>l`hLsH%Sn<cd`C>2>~Yfg<Dh^J
znJ9goMPh9*X<gIzh7#E??z8f8wcq&*1`V1QZvObA(E9EfQ$hDo#4sTPAg+R1o8ih?
zuq`8peYZ~QnKm6rbt#)>cWhcaKd!B~U)H@yy@${cunk*Q^O}>ZH|C(OEKl%?qX5hR
zSMUy_y_XHt)pln}a#m9PLk0(x^ic67$=@zbTxa#ym}_6Sx1ZO(+lEbdX3zlH(TR*m
zmWVZ=Z-T()9Xu>USw;<LSg6d)r`?=X)2h~ly1b>zrGi|TCApF@V9|XImo>w?N0*9w
z<;J7N^_%_O<?{=*<CHkzhE*-z_lKIjmk(5Q9L(}+GErwi!W4l8d#Bp()jp7Kj32HU
zi9vlXdrSc&ZAT`~31i2m8R1)`Mgam=Xq|DtUVWOOjWeefnMIltSjZZrsHPqJdF0V*
zly%E4OiOP`jm?WHFX;~r>GUQ;$|h;N|A<_X!F*jr#P^A@@WS2;2$jv_;N~Z?B_t$Y
zk`GSKaSindC<Cr_j%T-`1MZ-60!nPR(|b+Azk*F!pB6E1?=)sr8O(QGJ78=?>5AtG
zTt$SU(6L%PE`nJ(0W7RuQNrP?TcMwK0%6g^$*GaWM{j3rCab{P-+gecPGF@MH-rRa
zPN+B8!5|2gO2HjjEL5Hj163?YsLgHm;ZbV9DChjWC3QHzZOo+}2#rNlj9c0aGMb`F
z^$2f*^Yi2>7Q~1c5>!BgtqqM|>jc5~Q{ADE(U6O)bgY*#di|SEqj(D0r`4E(LNW8u
zT;2wO=?aGQoqIRgMp+6#VVm$D7*cngxVl@HvS8spB8CVsi@@>$Y5_E;V}-!k80pT%
ztC71u#Qgv6W>#1@I_$PMEDG#Vt1ku)>VQ8L@X&-6!nJ|3P@?OFto;+P84Hz+1aNol
zAZ!yXNSRk2k9Pu@h!e_}998rzR-;J#J+N=@@K;Y6O{)kEO*O1PZEo-I)6<gUG2|b1
z)Feo9xag9FvqAGA#<N;at3P4#qyCzPs*O;l09B^sR`OY|gPYtT{3Cu#h0rJ&#7c-g
z2sS4$RL27LAZ<^eite6{`^8(s|E^;{FX!`gNQ{k(&tCxrQjp&qQm8%a=k~92_skh_
z9O?$L<@n1EwHQ;Yq@#HX5M}0N6{`9Jcj>}Vs*^b_9=Cgg$`uRC#3m%fNVRww;(lIa
z#iIOe-)vv>6{u$A)u{4g2qDbK6+9Wa*2b*)Ie{LiDmd?2)vDyw<I^651g42h!c<@>
zQlsJ;KM)u`(nA9<7|1$kNP0$UW@7!#apDNY<!T1<LFpvpAEaQUp$qk|JQVhn1r<ek
zRTWI3sBw#!&6z)$Qm{rGGRT!$I-wOiYeRTFp`@`;ud#qevY}Yp)%r3|i<#_a-OlF(
z-0zpUfshW@YYU6gnzCw4tTh&f*28~A5%!bSptW(o2PCSPlQK9sf56vs#(ckn<jxwT
zM|9B2$Lo^)z>_FjaI5s=_yVUCbqdN`3SK?8y)i~|8bE9FC5Mk)t8CFvF2`bo`aDH-
zKyYL#H{mO||NT%=S7TWGz$XD#Ji@keMT_W#oj*V<-On@J{TIjP-Ud?Hx^JdE7k!#C
zJj5aHNE-w-ZnF<RMN?MID2bv0Gl9gQ4OC^b2dF}a04<6Es+)(U3j2>VO+6zwEQ@%V
zf^ITI5#=?5x(q3n*vdtRA_Vv9F#`ol17|VpY<*G-Oph+<^4S12O~BLl!3b~I{>%pO
zOg1+XRA5?|I7OaX32@JN;mX;rdH}2vWtK>BZ#(@D(SSst(!sc%T$v<JY9dcjGz4t#
zMM6!_!NK8i{_x;I3L>N=alEe!C}uj8BdM=axl{`C2iYQgjT5qB;WC;;QY}V&<Op}Y
zjy0m%58U&^NS6!`PoB}m%bhO*RBHr}fr6AyqZVL<tW?es$_q5$e7HP(7C|y*5i*)F
zH{=5&e@lKdL3Mh)DvTahY1T{e6-c&uMF|wCTF&wIPef2+O7s2dDOgG;VgL!k|J}78
z!uvuLT@wr1n<lQF65H%Sog;zf*jmcn-{w*P+C|i=hMzo~4yxs+MAUbfiF>0rVGYow
zhJt>0u2E|ZO-v^#)X(>$KD>*h_bAjMM=Y@H&6{^;idUwlAA9-i+O+pNq`LW!9qJZ}
z*2A3=mqeXE7v#i&DL5LPH#JR?pdM(|6&RAPtjv!tJj&J`j`~XwhX8Kkc-qj!sJ<aD
zTx5s@S;2yVkW`TLh#v>_Um|HVAbh{V((fG(r;wDmW=J?IRY*!|QllX}JuTcA10Er$
z|6t-r@MXWk#;>lf?l1zC+V}l3(O7Z}qii;p3d)_-HFEIwpBf%!ShZF=oADGyhREE?
zoP(PML-fidFcK0{7WO6hlhh!61nLX#_KOIhrVjLrH?a{G`Tr*3^1nPP=vi6lS^j_P
zivN5N{tp$G|JM!pf288V#KQdlnH(^%vHs6Y4*qW{F8{l1%m2jb;9}D~(OOlx)Si>+
zAqoOaAl5IJ03Xu;+OId^m*F2+Vf39|SW!S}C>SUTa;-bdD$rei7}%qJ#M?#EA9^6G
zT2b$2Ch^G6f$kO4`*hu`>#f75%mz5+XO+$J_Ld{u^Xaaqe-&w#)wVNTPdv{5am9H*
zcHwx>D;u^hH@7aew+^+p_PMwAy|<seuf2{rdlopm7C3wEIVbWG6>uJM!9RO~KHhu2
z-+$;@Jzo<&9}$UPzR?Ft>O0?8@u^KD)o<x4rw~fK)tkAcDvsYzw%@}t4@L0~M;ELs
zIc;|#+`cxQ5vTt&%uvw5GAVgYL+p3s8B~3G?#{E95sq@cUvs{9aldwL|9kSt_RFN_
zjd6u0CA*q%=+5yIF6Ql9_WMEhq36A$r{l7D-RG^u_ie=IV&uxT=e>`-Z2<e~S2LW?
zO~4H2HCKpboMpIjMIPb7^i+TL(F}E6*3q>S#LSXytqgV5wmh3+C8`?5wcWH?K{>H;
z^@sk9F6I&2#;MoTn*P$=;bhWwjaL_gOO+_y=-W2bTFuvF6K9Clricb>#DDYu)`fbl
z=y|K){l4ezxgEx;>AV|X-@J19MLF*M?CR?Zxz)Ym*|h?2h;yOP07Okco{@bctLarv
zSyL29CgD=rXQad!oaMz#D2~V7MX5j<|2U`h&*cycr#00pT{N<5ajK;m{zX9__6j*1
z2?~+H5X1^70yN4)zb$EQp5ydgMmR*w&?h)dP`7Zsj>&$_!hOm)5esavz|(Zz^ux&0
z*u?x}Vm-)B+mkw<xtUR{lu8k7ho$4mvi;cS{VE9Q`)>uGl!hD+DwAnVZMu(w8CAb(
zk7uG>OI|}ZVIO<sWxbDbqaq{?D|MEXB}Ru<lYf05zdo?`yiU=2u1)Y<?ekofS5&v3
zYhOdQ8EA7tJa<2L<vcZ(Y@X{p$2Yhb?*3_e=R75Gs=9CzzfyTUb;xCeC3W&`xjzy=
z`)?V)4`jav9hY=JhIDhQMXR)w&KIDtr`4USa~u!hJij*FT+@A5FKe5>xqPj^cuc18
zSG*2)S1UX{zASs5ENQ(@C4Y#=z8`Zxm>!kLj$aoY-RB)TE^Eejv|SJL4l24i(yk~c
zKcT<c@14mkUb#~_l1Vwh(?Np;xoXU|XJ@^6A*>8iaeZ31>9}-76L=lq{TSeVZ{STh
zT^nCku|*QeaU7lV`$-L6$sw7HfwtQ#r*7B|{?$DEn*>n9W*wZk0G4Y09uk@7v)WgO
za`gt9i#-icTkmsC+t%G+&aK<%6UeG32XZuBuiFUS4+GoTqu31cMUxk66|=qEwOytw
z*{hcHY3il6k0oL&oH4D}wvR2#T(abUe1BE+FL6KTaBr(yx-P9*YVe-nzINb@IEa^(
z!92m;V2tjKrkXll%LhDNY&to!YS^J7J(3gK?%tDTU>AxVWlovy@lF7(I?VR%2Xe*E
z{OB0A)PCDvm)pr68}E6zZ+YuKTfZ5(kp3w@g2rR(KHK$a&2$F8B~9TH!Qt6>SXEzh
zdP5;=0+-U}jH1}N`a{ddk23u0Q1|Qb=Sdf*uE!s3u<lorGQ8(!pX+Cz?`L0K6M>fX
zSmXx>Nt4AicEjl=&i|E8_spgt@-zQ!bKLt7@?!1Hk*`W?57@R1O?U1Vn%_7AuzuBe
z2TL_R%v&DzV6|f)xG%jWT!-Xaxoe|IiYM#j>##g)j|ZusT)gwj5nU{9MV#?``cVnP
z@j)Z49Drq<SJ80|DClo3g<znR#3F<JS)%fueuk;&#k|*eUHWhX5^P)0>VDN9c@ybh
z5siSzk73)7V9s~Vt-IuY?blLHgU!+jEOLS^ozdlL5<9g+g{qirwv0#~zzo~l^C)lw
zD!NV20Sk6@v6fBMV()_zyCYzM1~*up$2Q8XX}2p_?%?gb=2>6O=@Ah|$vee!j5uZE
z`|DX(xOxhl54J76VM7C%Iu`p@Ww)Ke8u>8?6i_V5C?<lH_TRWGIc63;25y5HRCyXz
zq%f?bB*~`JT{91O|4VM@2DS0HTogV1CtsSu41e9vCEd?Q-EZeKoyGiW14!C#*$>_7
z!|;#T-0CVY*fNdkpe}%3W9cJTA^ys7(*W-{SAFkKXk@3;C<jK4K6n9D#rysC<$$lW
zh;iDIbnH7*pREo<e%c|1*PpVh&&x^~id}c*ew?+k0(HmV+Moa*Y(O6-k9<(dH6*b{
z?f~wLCD4^50~ey+$OZ`@x1^@CYAS^Gq9&Id8peNLKuNYB>$1f5XxwFYfi}3X{am)?
zr)uv$m9~8w`fr=R1nIu~RQT7N_qLpbuRGfB`VRx`MU>}o2krA>Su6e<kxpWNqYwo$
zmsRdARCY(8TAigdkELA=PJl6vx}Jp}SK9gkyNomhBX!!=TAPzbHv`lj%}CTg#LzpV
zK8TTIfok|eSD$0oa0ie|ykxE&AUL<h0-VR}>(^}IHU}^Va-R|s2KsPR0SVe%*<Wpv
zi_E_XH9RNKkJ4dZ#d0+CCW>4H7uA`SWnz3jN;sLf1Ws(fj%@qM!&-h}ImokOj0PFk
zRr9T!gZSBu4(W`dY~P7=Cdqa>CCv2w%~EuyA!L7YDinQ-18uhTt0QSQvU8{ohHp==
ze%mdzpsx3LLd(@)R_MRSe{QPrrrwHwveJL@hoZSzTm3mWTJ$tAeej=op4(!A7=^2g
z_?g-j56<RWjULv>hV@Pds4iH3dc!KvV9TsdhALk*oj>6r1j?gBveO`i!fnk6K8LD4
z!nsflfdWSV)IwXVX;*!BxG3<2+uS4<p_?6gm-9;Ts6ZGFz<y|TNi@=MqF-?iMt;gr
z(BLi>5VZ7;<k%nT$^;7Mme$ryI({^w>~06c1gJPyYd4}k2clO_C7ey>@Xp@tb~Bz^
ziqpu=AZ<Qm_~pAd^qKkPPupO;EoG(n@;;H%xyi7q)^3Rn%fQkP7VXWolS}c0BWs<M
zLrnHqupmh|(O%AW=T$8t+CoE1PpJ7eokdUqaj0oXez(YN@@U#a?bhVKD#d!Es{u8;
zz3SaAujq3v^ziMO_HKm$bv;hho%sMpynVYWtKO8mR~^_>yWaBhGm&$#XhG_JLX6R$
zs`)v0Kf{Zw2l3QjiM{DK%|3#9<%GuiL9uU3+xhiavyu;41zTpEuaRVXa`sQLoj#V+
zqq-c@H1m|N*>H)mO$w<ieR|EP>0s1e9F}mzDb=ix6cJK%C<nBi$CY26O<3CrbW11A
zkJ?^0`LuG~BcCh$ANMb7dTM#ukXemS76;IF$UlV;!qLm15Fh-eY&aO38Cd`1zv4iX
zso=%)#}nxer52{ErAuT+v9KwYn-mqAqBG;kQCN1Wx){E!##Sdjd*MEMztX4tJFX8p
zKzp80maB!Uf33P2w{fo;6fd4=WLUnlr?lyPW1dCdRT!!>?9c5k{ugczYQ`m1$>aj5
zuZ2AFW(?3~{FL=jhufPU$0&p*#9bOu#96SdZZ$r=^-hLc6`)QO^yfDziE<$l;lp$?
zq~r>9iEApng6c1-&<^L0W3Gidz^N$es-E8mdp6Z>(WE&CBo#TTzrg?mIqXE?qL8=Q
zuAMxy*bubaL<lIl%HV&86wh5;%<uJI=QT(F)Zh=t$?LIit@*ltusD=|<zrNo%plAX
z=XVuIWpDF%Vuxuq=|DwGSk&-J7^(uNHHDh}X9VOB%D92(DbNK7o(L%XmU}g4*Q*8M
ztf?+p5jv;Af+hql0XAr=#Q6r5M|yik^o(W|FrL~&hL5BN5>wZ+QO0bYunYHrnSE;#
zHt2VAW!{Z{$qAiv-L2l{RTtRHm1ZnBRDD|RLNb;b{SN#TqDdLg{;}>qEr-SoX1@%Q
z!uCSChPj#&nxeF!`fpj366Xqp4{T!gL##9~DZZZwhjf`&&j&hSRRg!Vak6M5C`8+(
zK>6wKfQtNu>9pROAL^a<XOy2;Hnaq`LNPn$rw^e>gpBt#JepyX^h;?#hz?&hyN(O@
zwA;^2V_<fE1#<By|1cjT{M=E~n^bbLMv>&yl0JT+W6f{7>qz3QRRni(gU-vtC+ca6
zrUHVc9e+$29A2llouz9=vv8EB`BrVS;69fx6dldVxEe^cH37jqrf=f|5B8VpyM$lF
zMs&kRpzCAg*JIz)v{6ZnXqU*RDS}7K7j7Q!kZY`Tc<ndbPVKslvVAbN9et!4K16oO
zn|6~jROX&+?(`TP&4ZpPp`;sEJtE`&iyB&e3kmn%_~h96S_*$|$U|P#GViCg;~47Q
zU0N~W{-{uXj6dLG-yYuG)nfj*D(v8?(WZ2^T8m2vRs6_ngKyc^aw+a%pI=#La!z3w
z-~}65P-ggObPylo_`7Is#(NaKz$6Y5b@Zzo%DZvx<#&)yVRvB_2c`PC86^m&6NRnI
zsNiSq6G+tt?dMfYa5KItPyopNoU|-}Wi#;xba72F>0}6ZmmDt^sIglvASCvDBq?@c
zz&ert>iMUqfjLmPINaLDdH%K4Mz+$PO3*^)DjU);HJ*`0?`>NAoc&SinB6Z>I3$vK
zNN30T+c3nAsGstWu#cJwy7?v1LsL~bS-;ZjnUFkwb?WkTm8|<`<esVTlj-|Z`cCuZ
z#$6JAGg@KxL|{kt68yjQ^P8=yDqOuO&ND=AT!rbe^@Gyju7+N<S`d}x4hU=Znqo($
z6OxYf>7Ph`BukM%Ho)L}L$tA=wt9?Odji?c{67F1LFK+Z_uO_EihHL(_WI1q;?nBm
z>RK_zUF`hHRMqT^8QeQ3IqhpU3#QmGK@!{`6x^gF>f$PF5@!izkX9Vqo`cP+c7WTz
zRSYdL^Ot_<m)bh`$)Ehmn{K+vk8%9bW?#<uM4WiJ;IG>e3X$`g*StoVpZJNNc-`w>
z=aQfKnV;dYc6wnMhiwRRNG)ov&&dXFhhiXn<Fuc(Lps2?)Z*oMgPA9Tf>U|z;O)4-
z59*o``qIV%<XQ+~+Cf)eh~4Kt_krKJDA)5HXErERQHHHf<uKQ_RZotPdy-4foO1iT
zMNkTrf>lgwCqX)P34(BpRT7^GrNR^(7Rq`fCWwVffW=Rrf&(e2@;wq=L#yu(Ddpp>
zl5#wSc@|U5DTfjGh8u3U@x~iL*o!u?G5p#k<H<H9+#TSTa~guN5Nm-~oTOQfF5e>y
zv}~m<>X3Ut_A1wMW+{_dR-dh88j*a;((5zMYz6ttHmDnT@m4512po7vpzD;!I&RD|
zA-BpMF7@QpA2xSK$TcG;BPN%VFe7^kP(yCi#Zoy5q9!nF)4*<(cLW~uMYf75kF;P2
zjQ$I0`~=b;_<<k5PuRp#2zAK)NZ@tqe;k)EtAJAq6P377Fg%c3Y%G<7z{S7_48LM&
zwAUGKS?rPXpNv_KuH7RGv~0u0;Oz+@w|Z97y#~<|Z@2F8$M5nf#^U))7~l!fi(o!3
zR=NA#?>;_S@P}(Y-~&DYW6SARz#$iY{m~n1s`aQsv%pFen+$tBw7sr>tj%pId*p%p
zUTya*bLy5_WNXGDl#a2BNOmifrNFFtM>eqSGZ?-Ecb@tMv>=IxXc<)L1ZhL-_kQp9
ze$V%OkCX>i;5csohs+_B>9CT8yGsx*=+!9jI_1ze5B7fDFLXZVG$QMfyGrTAL_3@_
z_?#Qel|N|t`_=yu^F+VBUbg#Qe|DbEemVJAZf1>GFBXy2@txoKo%DWg7FT_)(EmO;
zhg>0z`q@*>%!}cwwLJHI>?hfQsnMqTe!1?n52sR}A~(|V5G)nkQp~>lwG_%65_fQi
zwsSq&+d%lKpZY10E$9h8+o2V#7O#Tst6uf0!d?7?Q-?!vRnDpm{8H4QD%5S8H}H<o
z*M2Xt@f(3{{CWXrvsdT!7F`X^Y%(VA<t@?;hCS@_zF+-6(~!%B#*l|1ll>iHBR8{T
ztQ4!s8u|8b|8_d$;;kT7Oxq3vWe&Mw8@2IR6-s@vpjzok5^vuxXPLFKVO5@%r%bDH
znNz_bSP?O;=X9xUQr<GCE5{y!0=}&UH>7QowoO<20O;BlfjIWNzx%tt<2%0N+rI7F
zz!p3me%E(>mmD6L4E8Q5QxwySbz}Ho@7Q(_NQZhfCh%*k!C%@D@#?%085e<Hx|Dv{
zCvgs~bNM?R?_51|`2#zxrhQ-6`_%z<7LMj=#V3&KBQZ<BBJ#&-05;ePas9De`W$ja
zH5|2psIwhi%6<)PuiM?Ji=H0kO))6heF9rs3Vjto;WjV}wghbD`+h(?DX>IZBt+ME
zh>a07PSRib%2)EYCBa*#$Z_;;{acRIQy4fC9ENBqT_jwc@x125y@kFwABrIt_CdI~
z*XIpFao!s%0s{T8&(|FK=JIzs-nn|_^3OEnLLY(FA?0u|D~Q;3!&qXya6(><!2YO$
z-}%C<Sl9n<_Rxnulro3h7z=co5ZtQM^3=*+qi?V49~N6uh6^nzJ9XW|Qr=S1Rdb3?
zeFnx=yfejKLI+-{Zv*^21TV;9U1^&JNQk%a_}>=-l{opW-}<fJ{LSAiL;5Y>@-3YL
z;UVQn<tR*ov&(^Z3gIbxm+%Yta&!Q7Ay@P()i;Os9DJN+Ahw;2E-}}0^RhJE<8ZG0
ze&x@hZ!UkQ{hX_3E`J#642g0vFysa(9_6s7ek+I!<O*QCQ|7&1G5GmIfJNF%FTL~$
zPk4eqTK*1^tBH`y_%*TDRNR;PhYKw!J9XW|Qof~xNYKPLd=rSYwhq9`VR5g|v25E4
zAVr&KMueI`=dg&h%>m5B&&Ub0uXx2PuDkBK7#m>WSLQc<<2Qc8H+%zyeA735(_nHX
zyL>=c42;11meh(C3DOQ3F|c0g+lYR37<EPF-1W3U?vh)M!#O1G)DK66J5|mc<if1M
zW*>?}4ki_ymfDLG<yuFO%U7+b@!y|8?gbZIaQWqz`>VN|k()j7T$F1PrTfCeQ_yH5
zT}^lDx`(Aa7Fn$!7o8%l&ufLXr0;BfWb37sP!|0}wqi?^!$7g<AY>Z_uo*%z6J|jb
zdxrol2w!{cwbxv84eAp3l{3IQN>U1d)vpz84e$>3M&M3$mV3Jq=wU&)tq&U@ev4sT
zVh?j_q;vDKI^*TcmEW)Yxqj{za_8!w%O7N}z$sXv``bjkHT&JfDF!aH(AO+5h%Xkr
zO7P4GxxCcdG#d*5+s1-FBW7!N!^T282^n@ESNy!c13&rJ=Uiwmf4`R4Ubj1t3rcRs
zFbh!L`_rX(g<3toOF<0c5+sCKjD<&-g-wv8peS7#&IY`36?>f`PSIf&b+LDex)o4{
z&{a4^F0LlWyRh}I*7ZS8=+o#|h-+(?+;r1Tep4*uDAt{`=V6)mInUoM<j&PUmw%=q
zmmLf_-j+I)iH%&S97|~+m&bY=;s*}nCl7uK@sNi+B>duV`Qz+^9`v9p$x&770|vb9
zu(lAM)D!u0t~)nnhb5mK@@iu=@P?`Lnc`5S`rm9emPR2h)2+D>w@<ji)@w4sZ5y_Q
zxERQVf-M*#D%{CT0;W{HvoewM>%Q*miesTT8bdDLc5Rm^FvQt-i=|Z?(yJ3%wXP3%
z4zR>wIgneX4F^HE8-$+swXl6%8zVk@Gg32U)><G_Ol1>ihXb<=8U9&*nH#2iTIY83
z4OOi@)mp1pi<NimM@jl`P^8(^v<^$_@b=R&-XmqL1?DWt)VYxDg`!-ci!T=Vqy+`D
z7#m>yx9OK$a!FeaYmsYOg$JgusT_xS;Ivoe%%#(khf$xJdhJ>`_?ZzP$Dof6r@J+K
zO~yTLx#bq0CBT#ru{{I?Blw1Ok#@i~9)cu6%eac4bg4tgE%WOaLKoRyef8C4(g}T#
z7G~9{wkpA7RM%)Skh>M&E*L9c=E&#aL|5G-h}~V(b>n!$8{S|?+Hx?D4Ll{UmXldz
z4hL?=^VKrT8FpK%WaQO!ZDE<!xth+EuP61&Vx-7%IUR4yp%|%jL;b5QmQ&3~>6`_I
zd#oxZoegaZ*hvuOhFk%FNaoyg&xPE+%k|T<M?UhA_Hx@>SdDVW^r?_rHo47g(><D=
z>*VQ_pL_G<tid32OXI-io5A|l5E_wzczE&jjZ403g(<LtEck-iB+5-A&oCQWgQvX$
zjQwv5p@?RI)+zb&UjFiz2i~v!+OL&E6d+UT4u*p;3AqR#S3_%&ZK+cv@Q!d-SKT9Y
z8+*qKHTMy#fIk~7VFY7O=c243hjC=)u~~*rNrvf8U~*l%R*u)b{O?>7`l%khn(|iR
zF)kHZ^}-~@jBahC8!{XFQMywLu)j;BLYFCWzw#@;($9W<hzqR*c>PysS6p$$hA6jL
zbJHZvvXrP?YJQtON|`(D>R~D0l4!6k2hLCCmc~KLud9ths(aDKtQnNEUbFg)(3>*x
zEneZR6mn5coQZ^_5EKU2!Zw8B>PueolCSxiufbK+m5Iqx`Tkb3_*SM<a2l(fN`kgb
zr_^7IQq7TpT*|SKck$0EZ@0qSSG`K-l|<b(MzB}VZnwlok`0^%jC~j(`!L0D$YHB7
z^<z#eJPuE#qQjcgNu6&V>r6Y<&N^kOc4}z|+c_M=KT_6OfZ5lI+Z?ltTkzIWD$4bf
zoR9gKkMR=iE_b<$J%qyAi!Qq8agTc(y+a(Plv3>Fnou)UZS62P)F?f$H;=mKQ0ChH
z$Xwh1LzKx5q{TJvGRA%?m)ps-Rp)g$n;U}K%H%CT^wzh&^>vFsSs=azGsyBxBwVE9
z-e4^H4ZU50fLXjMh=o(U{pzp&>HrI*5GobrI#rZQAIOcgQnkffr`mRC!$FHWu!Pw~
zY`c|&;t}71ExHo@m#P1TV|#=mz468yZ@u+a<Ao+;=a$ki#Tsmqeez+3%D0>DjIVq$
zHy0INO|`NknX6wVDzAqWovG&r<&bU-5<OSOo0o>L{qztm$$jZ6%B>Z!B@AvU5g&<p
zq!Po3QoKj-UG5fP7xEz=@*%#<O<%j03);TeG>IBAr@4*6)~;!7;FOV*KP;vDVxL`X
zw1E!~=fhP#w=@n~exNXetv;O}%g}y;zsH5QeQ=Ak&{r@izAdtiy7EapL|T{)p#oRo
zD=Cx}<r2tssEqQ6>MYVmX8A5j)ZnaYL#yT>SEe#VdHHy&Cqo8rDWO<zr_>F+FiR1x
z`*O^nq<$#jOI`cbd2-%6W=bZr48LuDWs=HdLn&t%S1l=(UroogOG<vVnl4p44qa~I
ztTo-MC)#o-vr3d4Q(UnIa+L0h1)|()>Xrw&UYvn#-{nHCUk~|S(UYT}o?$G&+E}oW
z`{XA-c>{7q$dJnqo4%&iEa#cirdM;OXLn`1`&h~FdCGJ_P4f@3ZsJ<(I%!EZp&nj*
z!D92)Csl&Lf<u_XK<E?AqGd3|JxYv)%J>P10#|~r1ZKszg!0mtzO+MU!}5ZlTYI@K
zue{V*`EmeUTgA6@IryxVh^;398ToY#dk1XGDHDE2&|8RWEWnGmVqH57#^_a=$2~61
zAnYKP;8gUcm7ZmCW{2i_Olt;g35?7oCERU4o%+&LU#fN-Dx+`3vGqhJEp}^78955{
z#$2XDXOCnTEs$fZre*|n2XY0vx7~J||F@cd`tqmG6{Ohv*vCHhV?Xv|`<snxqg>8e
zhs~g!VQuAjGMjqKmT1wT%qeE4`Yw)ozp82-acRCiR^M0)2V7}+O7*;DYu3!EXP=vH
zx(SYO39oE^Vid%|8UP|50D>)nK_J~C?1Hfas`d~PZwg-g;ulLpuFS9aim#A@DtLBb
ztX3dgPuUw|RqK>SwNAiayK;1i0PhsJI$W_%4Imc}7v<tGrI%=S8;GAR3q_(+uu3<-
zd3Ao9KaXi0GoB?!{*p2W+v!@E>RMSVOVy4;J+#({hU$sSElj`5w#=<oLwn0x-eR%)
z@t}#`uf=k@w!3z+WSUb8s*MFvZpiiU$TK}#A+2BdO6}P`@PQAsw*bHG-?qm){%Wr8
z8O++MD^A<Ze{uuq)Sb4Y&rMCP+u53{wz=|qoj<pf*k`S@LRZtZg=Mam+?+GkV8vQ}
z(viQaXoV#iN-<Z7Z*A=Naf0|(Kqy70U>j!J69B*>RrDLY70trwSAEr2VJu0(SmMyB
zzzd;+tCT`tg~^wH`IrCKg-|N*?3aAWmjEnZ#So#XQx1VQ(W|)1ll4u<M6>Dg^_&jE
zbTsY_pqmIq7;mI>+Y8<g`f)^oE`wx1hrrcDP@tFrO**fW(w$;D<>ln(bf;XNJt>M+
zTjiY{my8Q7OfqWFuIR|2lA3T~q8^vKO1_+$s6ch5yVhSE@<S)75R1`#e(W}CD*aKl
z`mFqsFy^jEv%|1Ng$!$sNRwzb@s_yp*;uf?a=*3_O8r@zhdu0Jk#^({<ocDwwC12!
z6C*8?&m<jgKb>=i?9<uWs?NFcd!0WwUklr>Nsg_Ym4DV0U1YUXx1YLb)ZJB9B^jAZ
zit-hZvX#5A=WDN%;D`uu`G%);VPw<-G!krurnnbu<pf^HMOR@hDv~e#(l7n8FZ(iz
zoMe&x<zKjvFZhBlc;O3Q`1zmz`Okaa^FI5tKl{1QeJ<ts&wu{sectCe6?iEM$Wapc
zU-!D#fu~a%ssmA1H(*>J9JbLRg<{bx{2Bt@8U=+Ii((X83WkZvkSpR<xjPP1<XQlm
zSr|=@^<qCw#NtH;uQv6W&e_afVfl-xJC@`jBgY{-b6PcEETy(eM}CJ&PA}KcXmQk|
z68$uB?g*_l%UlorwYT5>-QPuBr+itBy$(fIH{5UoeXrNWVW~g!o_yL`%M;9Xv%?5x
z#GIOu+=dI;Sb$tBi|>sO5-|3`4}S3FmtQ_$n<56LDCQHgQ7zw4Cz*QA$jk?7w_@8&
z=cX*<bhZ|&aIXAb=g&>nT)T7S$C6x9OyZ8D%e!QN+B%)9#MHEkrPijuS8qSTQ+ChY
zLR<=PiDn}hv{I1G^L~^otPQ#1RiP}X!t5ZeLoq7EMpy8J&=<YvMRJhSS(m7!=vU>c
z0#z8)^uVJIpf|yDOup)>tH4<ea$sL)G^aL|(5p@N=m|Izy2?Ye8wUutwJY=mbIk!S
zF0q^GV@a-+Zq_&(rU_SA%nEYIq?t~!avUlz-?eHOt3Uy|oZ-D)()PtTr9k;wp(oBJ
zPLZK&QGcM-tXasn+;WQ)e#Nxz8W<~@vXfvq;#;Zx1hKCDLoaT85xV4N<M4R1NB{23
z0_Htwp-t_X^E6)}*XuL9ef6tf?TZCF37{&t1=UAA>QPI`9b3B>UU;E8Ri#^eVCoFV
z{Ns4$5puUVb1lZzbPkns`D$poD{$Nqj(x_qdX+`03|3gbZ++`qElK;gNE`7`2$wJl
zV@a@$UGWy;Jp1?fFU3RX1K0x8lrQ?CF9KMkg-X<QN-=c`HG9nWXz!u^4R3gZ|4YJ`
z1Bp*){K4}f-sS0=2#xrY4t8$EwCX`!&=x;`@fUxw=JWx;W!j)nfXGQNAg8-87zpG_
zLD+C`7<<LQQkY^xZk(+clY3h)ZO4gn5e&P0-T-S9skr6VTW<wA#*DgZaFs(BCMx6!
zP0ct9xnqG)l$V3I=7KJ#l~q+v$+u<`k!r2i6WzvMSIMM<DzUV6OrUE^!7i>-QuE80
z^<*{Orn?>$Te84dXhWH<wLHoU@*lT950V}pJylJkTwmT^cG+d&cYt?nEQo<kmU^^%
zgj{x5m8BUOhvSyCq^#CZ&g!DroHOcCY)m>g82XapluPhLm}HmFHffu;U<hlXO(Cun
zpv0L`3v5vf&G5Dm7uMj8z$x@09>%`l1uqcIe%5Dw7ShVZI(&m!+lf}ay$etATJ+Ki
zSD^qOkU^M@6`(N{_ksmN-t2!cQNT~sePE*!p{Xw6Es_%vFWySEt|#E{R3Wt9)@L^k
z1Ho7$k}mEfTi-<(Z+8Jb!8)_UEY=A7U?#5WfSqJF0v+zA@N)}s=zm!A6E+1bD9B}D
zmk)kIsCqcSm>T*3vbNNZrQ%h4ePUF)@-A1VtE7s_G))8eqE?I7tR-)I+uNX6C6v0y
zs(Q<$7Pw9_bz2Q?Sb96>McO)}WN8_m@L|hp@OCKjTZvMW$V1!&xv@p$aq^CLyrZpy
zv(7q;^3aDq)K4M&J+Tq@0`EZX(d)C}mSY_)DWkwiDsxL?E?;w_C(ZQ|W0wvg0uye&
z`DWYzF%R-ci$6rvheZT+2~wdJ%ns6`s5rA7T9~!zihD>~K<mN(b3gZUrJ_)m+cLfW
z`s-m9EinPU!Ym*JQY=kC!$YyyOv*nULM{bi^b?9BFhq;i07T`G4(yQ@a=~Bhs(bq8
zrl8x>l)&pAVH9{PhBs2dywSPD&BYrutm{r>fxwh*=&Bf791dJKrk`5(n>8rIU760h
z5C+-bvJIplNtl<EuV$y<6lOb1cNQv(T`3M_Hi@nZ&I;o#APZ%6i8b_r>2yQi*nu8_
z^~xiIXMxwh{`ESnV-(^Z=f<HGr#ww;@E?tyIdZ~`UAl1CbBVq3O{Gi=%~X0eF?W2}
z_h6R8h-NANA2fe5cbYRru2WTIYBa4Xvebt%Iat!+_S3mZAFf!_qxHG+d!0Y{wxo<H
zSW<S{pQUQw;bHYxtfrS3yL6}|q=1IU96=)l2}DbwOyK9~8;;OPjOx}5Ts^$ELu=Cj
zX|WFR0Jc|PpYu7NBfbS;=z}=uR=HI#xB^>f^7<gmf+vb{LeJ(yJSlrf7tUdepJQMz
z5ko48X>y1%qC2PoK(6b)pbt8L`5HxC5Jr24!e9X{z{(+Vpjf6+xL@d=0TMOX$OR~k
z@=|=WI&{wsLKE&s@CC416l3dvQ?ahlHxye+fC-OnCX^1ePNP|9#ZRp`E3BoL<8teT
zS7W|z$Y%$GZOHmY*NQG_5jmv{i?MpHt8!lZ+Sl5xb@%k9jAd*XdUEk$hI<o>Y0f>u
zEbP<|PuKF>C(`DUW8IBKSD+i9WI`@I<ccC5|M<t72*ItGR+NjbXP<qxj~14Y+v_ts
zy+?bw!vp6SxJ24<I9GmDxTMULpUWSYS71265^2Ywum?0C(dLq!Oi?c0f+WV`E$YHi
zr1fl$x{zD+h-_dhppCSj`I(>j8K3bP&wAFgq`(WsN~%QMh~$>P$0$Is*u`U94nGlK
z3AU&kTcq>~;4Rd+FLYRn$pnYd8-GwmK&xH-=`H}R6vNS+=ng8C5zrb-Pu9BRR$?sr
zX=p5fq85dvfsJBFm%uDoxl?FD&jpaMCQ!FnAWpa_baWPq4Na!DkP}FeQze2`5_sjv
z7o$R`o=aKYP6FO0T@r7bJNW?H7`sX7p(eBlq@ZdbplT<aZgk$rBpxWd5SPkSlKqX&
zevx~G&IpX%?}ne8;mT%^ZvQOLA&hD6ri;#m@&TFr%31Ty=Q%%jb?Y2|H_Qft?{e)P
z^pTjf?S-+~`#$gUKGv*yRA>_2I#sKC>fC-OPpo7^+kU#&9yM6Hr0jLObM<E#XZ6P%
zxz(C$BEKFodk!GAsKEp}tVfsy+gHAF>%VU(xE1(Oa0#Z`3x!-;qhdv{6~w|C%01^f
z&k;{b;Z9D_QxfiA9I|@I1q$)45D_<Elh<)MJn=Z}wT?%4sUQ|)(3M*f)RjXh1$Z4U
z!rniSsSJP+7!<D-X-nNE3`B4%-g6dVY-uX571)6<wV^tSVw8Tq<~6V3$=sO5*b4pd
z7Oc=r0ayc7ymi+g=xRjrVGWZV$_&W1Pc;Fptj)Yq>q50e{qn6i?HYx<fPe>bJ7rSp
zfTmsILZ=vnmGob=>Nit~<`~vwfvRsy^xv%nSKEY7(KjLojonGRrMfAonT0nXSGU)S
z3x`v&5?^vy=A0`YsQk5qk~v2qLt86z<zY~5ETe!K%vMrM%&El^+`5&UR_@K0Oq{!C
ze>W_yo`3%N@ArQ1H^SO72XdXt=IU1uIYMqg8|i-e8$YRO4xlr9fCOGj4$~n5ppa)$
z>(Q#Tgze%IaVcbBCfK4by~l8Gqr8(6I%1j+Xzd>0t+!(#7j^C8LNOo<9fil%J1!00
zf>>|Igt#FWdr=ovAP9&eExkS4BH_U66h=v1*yZv`^-zFRx6xh)^c*U|+#@#ZU=HvK
z2;osNVQP=zZUOj@KL9T5M7-?AnE~0|!By@)NDgQo-th|S3<ru4&-SlWlq=kI7I-yB
z#IaTxJDZ4B2dHkXkj1Y)2XeIwxe8-!1*9%CDTJak3RsnG9q29gGMBE3!1c|%m@@Ao
zdp6NYg16Q(VSM?-ZizCcSgQZpP3HV_4o&%0PQ|Y%Y8cKoSKGnKpBq;zVl_3iwX#~W
z8~|*&Iqars?DQ#eJLGSWD<m+R{ZD5Fv^Ey*cfb3ki*l#PrT4``b*i5`g<PGi1ACXQ
zwZn$Yy`FS-UMqXu?sn>*x|#c|L(}9!I{X&qff96xl)%;!wvk(8>s=B7Tg<WTX?GM+
z?IGBt#n?~(^iO~Gv!4yTatdypC4g+#6mQjOnL`j9*$5S<*}fpai)Ius5p6o;enr37
z>lT2ky#@-%g~W0=DzpMAPGU~^kgF1zycb^dN0_a3p|y7PL1%Pclr9yhL#Sb*B_cVC
zy;`&t0C$+COKL_oP0*p$<p%B&QM3Z+N>JD3_=aY5r(|NU@w&wBYmq93TNi336d(my
zfh)5ci#rJX+FOv{My_roiV2lf!XQP|Xm6y&&&{1~yOkJevu6G3kEp)wAPSMGhuv}9
z`_R}SfV)<sbN(~+nW=7xxn!E-u*|ut4n_VPspgO}SKf3N+bCeh9a1c}#r*#RM3^`R
zap;!E=eZ(hxclAjj;?){aLzgB2z1-a#aQ`tDN(>)F5{~~wJKM0P0aOYAM^Km-ltAD
z)%UvHZPq_LM`YV2g}9bESb1ayTVi?Qtw3?`R)`C>cAP}5?I8$mg|&sac5dky>uj&9
zpcs1rN)0eB41*&fB~ta!jT_=jl#?$-Dv$Fpr7#hfDl7_xJCD84M^YjxP>64x6)H<H
z)*&cW27w{>Q$O`n{Y0V|+YYT4e0m7N`Y#%HoA8Rwp}moIrv-}osa;Dzm-G|-iP}J3
zOo-C3rjvTE!?^19K@0(19TFEhOOdIbqSh7~y+g<aQc-Ig8mK#v8(`tLpci#3sQ~zc
zxn3!6?yP95%vrU0J_S#hg<L(fex+`ao=V(G(AA-d2*qv?X105c-CgwV&b!uyranB?
z*V1)u=GtlxZ02sE$<$1d8xmu$K-Zy$OdK6@MIi2pZhRu!xa!X=*sUF}&(<P08>&ZJ
zLw2kGyI9X&&-K(Tr}|#EyUqHi$PKm}18)IM2x@IwwxT|3Q+#W|7TF4J(Z&mXQ7dYN
zQ(FgZCP)i+orN`mv`~y@f=LzPClFx**RuTx8o-N780!>)dQbX7FPuaM&1qK$;KErQ
zQ`q*YU>J4;oCGMa*C8azcfUwP#ZlK-dU<DW!3K!b{X&>(Q23*VsA~v%>mH%!x@y$A
z5kK`4FpI|V9ChJN_jCqhVOiv?Z#XPp2#vrp<FG@>)nT2ntSmI7wYbOvx?2gN+7oC;
z8cszxazwdcJ2Im#sLEGZZ325|)j4?ULVGXr8PmAjHH@+Oa>(p%7V2ju9d@%oW210C
zt@8}4!VS(d_2H@RlHp53*-+0xJ2m>er0gPUT3;$OUm=mAxjdoA9FyxA$HSfNFF7LH
z!dgE=`=Af{po=fQc*DlRn1cFz%BVXU+NN^Qrv6m+XS!rO*Ki4wWjTuyk;F=DJwmP}
z34PoEX|YJ4D15~w@ga5z4pA3oJ-Lf-<E<QwRfZ^l%xGrSdy>T;Ps9*p;X|4D)?t{E
zLY6~7ra*-90x(T$6yzx&iQB#?P(}@*6$2^I4SG5cI0RJ`^Smt6UZp<k2@!7#WmPCp
zSGfWLX*`z-`H)sW0bgfSh_t$@pZWu#8g&S>6sh}#*xT8-s>2XnAK;53mFXs;tN1CN
zfn2N1f{M545Q>&?M<`0#C@>ce1+nNVjJFsab_#yo8Aq@r`W4v{)hdI!aN0+1B3L-p
zTMJnPWugf;v$|Dfbo%dBr9wTCW8rwto%6$~&rEgY(WAv)>Ts@-1DL-=+Hp7?(Nv$q
z%e2gr9&*)e)-sMt*sxo$*<^fTuFaI?Cg(nj|85d>Z5=@FC6`<xzAf%eDV5{(+2}Jx
z)Ag|Ud8sG6dpKu`x%>k-`+M4@=2{cx+R73g5zZhr#nv@4fEE5=5whVA@OsSY%LJJ6
znhd*;7H{FST?G&m$CCC-Wd>n6#lUSTcy7fX?1Hl5M#vHk;?l^J1H!zH(47)$!oCgw
zz6}9k8yy>=Ti6K~VCy#FDu7jzyV|r&w5zuwWYRVW<mxsM;cZnJsS7nHRJN0V*gA=;
zI;jb;BJ~79iT;S0-3#=bt-zM(r$gm&-l0?_4vkBlsIH%oXbB)KFyfoFM(FY*E!bi&
z`r$1k$`_HgO)az*#@j7{Q-u|S*<xnJTtZv|s_s6-EyKM@Z|Pc$v}QR@asawaheID_
zVzT^I>GIW7$>~bBsE4PmR&oGyc1oc+o@}Tm<Qls&4A^~*;!vgvd#JGnc{MlY7(NWU
z^PTUEsKgI`Q8(TGZQ<@fu5AYfA5u5ed4$}3ceW-)H{xw>V2N40<{Gs`M0kQiqFhvg
zCIo{x;Uz}(4H$|-Sr6d!b`r#~Q07oREIWi>r{oZ*gz*RlO~s8;0%#Z|vV}FyCWnq-
zGEqx>2-F3i?MZrA)+L=(8%~B?sY~=(L&dS~0@@XmLvAm~@Lzw#-Uec)LM4UV5Q>WE
zq+Ok~4U4)uDW(N3p|5r+zPVCf${I$hW`$ubTUA3_BE`d7biQdT%2k8j0w(`w=OyI2
z(?Mm(UE(d4LMX=Cl(u=&Mhb)qgq*TMi-hSECG97W$ZrQ;XDq$AYW300eoB7mFuGd!
za>jx^VdS>P4U?j_efRe5cOXV>KQ+L$vZ0378dI}OagH_UkTAHj7;7FaLysP&&$RY;
zYycK%L6yYVat3dm73H=~p-%O?q4O&_D&NqhLvd>RlXx&onhthuBFu=nCcTS+KJe+`
z8oR(2m*9m^M3{JsrC>|i4qec6>vv>w#E=RgE#e^?-im~SF#2JRfKc3s>X;x!R}2wU
z6Tl=g+Y<m=haPy9@$fDaa`nO1gpLUSx*edIYq3a(Yr|Hi`+|K-fNl2@RPh-VT>`~^
zh4IX1K2xuB##V`Osn#vVkZn5vyJF&bfTcJkQ=Qjccb#h0V--jNyg1ol6=oJ~iKx*S
z;)o8b6M=Ob!|gM$s=JA2Mh3SKtSr<O-&z-zm3+LN?%yIXiKuvM_Z4Qn78J}ICf>S4
zd10-~r7kCmv6!JTqr!UYHlaW(`e1tFsqfW(K?Vueiq#i>nSyVGTn~Ueje9)iF^?&%
zmELb56ub?&r4{gzm|H-%Ib-BtE_d%!?S2h;x7t1RPO`f#HYsM`N({f&FTRQBf)B_f
zf;UKsw{fhET+{_p*g;pw6*Qs{<jN;LRB$#fIVG@!I1B_dAs_N^Cvhy6;sb^VQ|VIh
z#0uR|4E*sKvJlKiq@ZU90MZG#=@`B#ro0PPQUs{m=!(pOSRKY#I>n(HAV^h+M8_hP
zt3<bb(uT~a*yRehY3y>{c1V$<q(h2Pw_9SEPAT9<z%pucr%<gu1c(M?dorSQnQje2
zT>Ajl6bZS-x*^wo!q`$k+QjOEQ@aWnD|WT9;GHJ+g0RAB18tS4L2T@-R_x!3{9W!8
zgPYLtFuS{6ba-pqEe`Co9$X#Bwe*I_Z%G2C`>e%it}PHQWF8;==tmFa`dq=@!UDI)
zklU$Z-G@H(p(dpj-NRJR8mirCR}WhG!|QDIoIRU*b4{#ktiv~;5Z8(BfFcp>33T0U
z0~a5NX1FJ;wR<4YC0K+xgo3mJTB);b=L&a~7e-={;1*p2EXd=eR6GWoqF-pTq3Th+
zb~R0RA;7{H%C$}579jXk*j2svK{Ej!;B=3`Pj?DKD8$8TVj~x3#hgHGgBp7=)+Kb~
zLQ6p@IJ;#u1fwt<fHf`yao2E*@ivMm0Jg-~bqt3Umal&M2{t9<w4tF<tr)m`yTqc7
zfm}N9I<(4gwfzK&=}5|y@7<Xl11Zva<b+=k7UIfuR*pRfi<C9&9-Bv}ltf^>)w+D3
z*3e=1+uiE_e(}UwYu$mZv0!6(lzR37Mt4b5?`FzX#1d}ePCe;KPx5(K(X4&l_kaKQ
zhgpmbvje$au08Bw4^zKO;%yPH!8+WpA@5eZyEXOuRS!EfHKv{$Sid4MWE1{D90Y+C
z=%JQ~5pN+b5nh54Pbdh4Uu<zG(j(v#ucR2|Yb%h1DdH;2A9f0EA=iFFTLA)8z!&%O
zG1L{@LLzF3)^HUuJe9k)EmLgl`CS<#Q3IHGodiB2J+#4CWi+R6dX9?Ee)h8krMhH9
z&gvwP%7INeTG1=uMPP%{VemvtUtAc1dR$_|R{6d$#@OyG<94HFbvnxqMb0d#3<A4<
zX+q>IP&Yu#Eb555(!Mbe$yjIrJB@6GI&f<B*)C|qK~9-+RAtscmEv9l!njQbUO}%z
zlc?J)pabT}ZB!Hc<!=YA-QD8APU~6XZI>5<f-T<&x#qnn*VB`m@)Mu<#9otu>O~h_
z^oU11;&!*Y9Re>QSEf^*XaYEfQ&?Ur^qqF~pp`#pF0|ABuqW8I{3#+LSi?71ORP{!
z6>_avg15-yVVojdgeG`_KAF;xD-(I328+-vMqwAefs$h2Da3_b@Ugc5m~FrcQ^jd~
z3^_3bMV-RHtu4{(uNSrr5i26?;I`OUa4R0re_o0?O6noP=(9ZpcMx6jsjc5W;3xD!
z=%;+jr+nI{eVUzwG8Gm}%h%!Z1?27#dJfm_BTg9<4i{jH*y##O@i|f0q5G5$7^cXU
zO+3^ysSaquaNHDxwJdKTgk1LseGapw9b)4^>y)?hD`2qb%4lvkz{_rI=xvLpL7s^i
z6ZXv%JD5-d*D;Om)K5;=^83XTYb{||Zb0gZ!vayMDR%QUxhB-Aaq8ng{^Na-i?P7#
zbA^XL{NY8mak%JL4j_lzYEzZ^YbdJk*Qj@;T?0APvY73yXPGA25=KJtp3o@4D^KXC
z3r9q(i?@`JD|`}3$^jEl63&4tL03T_QVIEN;Zo!vm{Xj`V|&QOTLCSPvZVm9QWAb0
z5-f#fn8H}p74cGRBe<N{8E7*>Nwg8s;ST{`_*GcED%#YXy#m0*Pdx-5RT&Y|dV}W6
zVeHjU<26`4)N_$7>cS~LOC7?jGQ#x)V6mERlfeL$Au{E#gDnvuIx`xq7jwdRJz)f`
z8#3OCVQ{bgTk);MRd6eX+(F>>6To(e2?F7YDe2H)Z6>fABe01^q16~Qjk-|GVt~&G
z2<(2!o~HXyJMAuZepeuH0+mdMaGbtd|9aB2Bq{3T7$%xmTOigQuXyTHpBh&&)<?Pi
zU-e*HlsjTw%4L^brmE_xd#&^n=;}ecWNNxYsx#@B4iFGtdMXzVL6B$-ZwYP)*cQ;;
z`X3)!(H1qK6UY@x72KjLyomRZN+<|o;$9K2OsUH)d_*eBg<KRu3~=!NU9buuL^r$}
zLQaaa_8ibv8jz*7AY6zuF2q~G0QiXX67|5W;1+g_1xt0+4g>UQ9hwZsKEu<W{`61!
zq)&oPBNa0f$a0~Z2*zG{<&`jNAXtjeega%%D>V@LQUfPKS;Kcvp@=GN&ZtUTo(F}v
zx@12DiW$mSddUT+)|98kR@T-|!Jq!e&v@a~azoVi6CjsDf^gtf-adnYGZYJWBG7YV
zbRX2Nw#*u#yWOC!p0I=A>%bxP)m`uQe(|IgXE>;6lK~#>10-eY7{;1zn??NGY&!ht
zkN)VwTB#RgS6p#LhfBzndFiE>s#fJ{8)F>HeB>NPW!HV+)K|#tW}KK2t$XZkJ6Es-
zMAoc;5TGKhLpNMY7{L(ODTkQTSrIShh~+>GvYz#<XMvI>55*q05!j)f3dDn4j^y?o
zc!4O!0!U#hh7h;-LRJdj3&j|#Fufe9GDI10gCoxAEXsi%-rDrgVV!jE5bQw{F*MPs
zC>IIU0N`!6qL#4Gi+;EkxIW_<&wy5UjiOomB(B10I}BoGw-S~i5UmwW_)HgU)gX{I
zQkB!eQ?;H8a8D;K1c9!|R-g;HdK+E!+!8BaPILuZTn)Jukd92YvUR{3?nh?Lbils8
zwSDa_P$x~69$L2g;C`x!Q}1R6v&DU6PRormSbAHZW-bJE%lFjjw(BO#lfBolvUD}%
zdV>b4{@#MWazmN!Cq!VOuP=C2g}Q39nb3X$U32?5<WtbJF_N6kU{65y+EJTgGom4L
zF16ULVo&9wHM~Lz><uYmBnkmo0x|@038wK1bVVnO0$6l~UlA7pVTS~iV9-W^;MNl^
z^kJRnZW{==0ez4Qn;?VyQ8eo6l2}gcs+iEXl0~)-odq9Pxt4HLS9vi9FYPL5)Ig+2
z2=8dGZ^C#TKrjPmfsh5o25v9(jc<ITdy3rycZxPi02a!`>T(R(*f9-n-G&U!sL|M=
zdhBM{{ZK%T8;ANK*D3AVQt({gCkk{SF60)|Vl3m64h6CLCY9rqL9q#1(kTXL)Yc=j
zxCb$#;V`vF3^%w!Zh&<kaqloFsqGH@H)M_W`errVYkzAA)Jm)46fDDiY+{VGK5#QE
zC2i$V1`Gp*oc5ihrrxA;bt}c<a_VVMdm5;=nQ*Ur-RqwByyp>eS0^{W%JK&gxw>T1
zIe>n`Z}71s5d)yW#6kuu@!^83TOTcet!PRPff4yVvxArr%aSJ;E5JkGf-cAsB?=LF
zj?d2^x8T<D$6FCv$i)!+jJn8439axFVc-j725(ckMBv9or394V+BOAW6;9j3MB4U&
z@eqnd*9Kx}+U+Tu9k2^34M(JEd%;ywcM!3<_iiw2d%>a68Hi$xz!ZjqWA06blq_b4
zIn+b6fYTm`&M+qU8z55)ZbPngr^q!rwG9jCvpWbgx<TlJJDSaBre=2dH9_(Xr$-VS
z3;G~{cjuaO#UtddF5#2OiKt68L|3M67Tox@9y0&Wu^-wi>?&?Kkjq^yE;r~;_=Ha=
zj+Ng3{`Y_H_kM37E-BMnvy?M4${nVjB6qL-`2^}W=}ocJ)I%=8USz`!VIHW8`VhnV
zjkj`uMZ`;@uDDmpLR?UySmWYe%n8CE;2|BXl=Qrh1MMml;<iJJ0~#GW2Jsf7;013H
z7;4IN7<Lf2xL2{BzQwwQyYk@_i-gmDPXW2aHl|yN9PJj(YLTnMpy4xxju|633kda7
zVa06c3Rc}gh`6y^jL{jgLlzJcLm7Y@wcC?QT<B1=34?Z<<sh?R3REl{L2Ssy+d1UA
zYY1@#IZ`?)$~8K-7~N(8Vwmn(hNJ!-Nlc9iqI)*cE3G@_4rneI-)+Kd+Sti0SJM-4
zp&eZkWV)o*S^hMZqS<I*ybYWYEHTn@TS}c(jGvfvv(Nt_*W;C{yytD()@NXTU*@}9
zm_0&n{=>-G+2L^P9XaQzDQw;`2W&@k-E+;m@J!T)t1u!`@?>gr5=kPh#T$67?p{%O
zjs_*c6&&>vM{pZ;J&fB_bP5LmkP8t!#ES9BK|8ckAdR$~jRLdS5=eWX4!N+SheB2;
zYg0nL@`xl=kDA5OVoq_LFQXt7NX4#b4^sw(z&OSNNN7)$=OY+|3c_^~NELR;g0)+3
zzA)CPjZQ#I$1cNBzCc$iLTC-)tqZXlfi+=_XfM+W(gfJr92oKK9CC|r#I$-yC-kk`
z$>QT%mT?a<OhgsTw<=kqGEONklbB7JiaE<BL=8FT+H|<V9w}!Ua)*(_LMUKci*71g
z{9TC5hyk!}%^{b^azFW=w!l^>>r=4{FTC&}4|$0Hn&$|)+14taT6<7;r^+6A{;1Xx
zh_O<A8+{HA5QG)j0yWrzx&&jf7kJ^<p#T_}Wg;-@g006}P!d^*c<~B#ZFPF!^>Cyx
z2I4Ic5$G$##f=0LAQvk}lpAtUR~$=5K8$chc(i-q+O`)^7jOv9c<6S@%PcLny@0wx
z_gc4U;E^0@4Vg7C(2zmQi15}63$(;f9X2TY0|mN<<})yx3;?TjNJm#q^uvwfTTNgr
zbAdBMWgp$+5_|(=3vq$h4#OOBtu;ev$f!#<C}VH<YBM^fb6a66qp)7}pER=+vnf*2
zgaNjkwNB3ib!M#$$Jis~OhYa+X7I2u)>oM$?W`1OxreEt@DR67bM3i|<Ee_{_3Jap
z72^8A?-6o`>4rZu^2i((-oCO&o<FM9Pd#+lTF|k2OIfVo|0l2%yuqo*Qd~t^sSr_U
zXK#?;EnNX|9nRR^EDp520KYIx@raGO6wxwBav`i3ySU(qv{G9E6fogt#j8SDI;v1G
zM}$TZ)4CUkZ*dRtaMhtQ3Lur(fUkPxq@;#IB1OB9OXz4X-_Q&nuY?v^KwCy9vIS31
z-|9Cs1B{<^dk!`e>`2F0m9(p1T*|mN$$?xvxBno>x1D0_%2-DXt7Bf4X%uO<gIqn_
zifjLH>q}z>VHx%@SRtz$2jIJFps|`kwdHK!DmR;2)E2QTsDM;{lPlgH{<)+K$Jis~
zOhc~mX318TIbv`)Z6c)2+L#5?<SwZ|8&HsI-g&Gwr5?BY-kkyO`RAYS58E7VEDTFB
zT4v0oBY&sL9(n$#cJxOM_YmvmBsw2*<y-G29c?g2*yd>(VeAt^6M+}t4aLQ}K}m3k
z!^mT6QHr-xS3wz86roAOY{&(Wo`120V2kk8DU78Q`Z{!p3&pOQR-3E1rSMOPD=g%t
zL}3gU+=^7a-V&?3anxrD;1f79P0(c24O|UIXPC;X8F)qVM34`&0$}4cE@LrL`v#PD
zPHdY9gB7bSw<NnL#rAGh`pk?>>W+Z$6!!(KV<4e8?6U+ZaafcaY}+tl1S2wV<8`~y
zH#ZIi^uHBqshUk|R{aQU&B`~4JW!@qKwdZGR7SB?QD9HyOhfL7Va7tEn33UfEjPs~
z$@rne9F4tPK?P@Xp(wX)1mN|N*tzGPYm?z<V<FqJTc+dHCqvym^?#LHfW>%bd?1%D
z-#`q(S-Koc9;|HJisc|z?1y*|ByL1wnVz7b275s!(zf{^AFP1aAtDLS#J9MC9wf#V
zxxwI|E=)P)upFtV6<TGw9CO5znzJDc&Lap^Mx<(M0-apqPGNsQ*r~9PRX>StYgbhm
zg-a%g9n6uDdW6?ocMu~*U9Mg$IuETjNyP9{Un~e;{cO#*a5hYQ9_IUADWn@97>aoD
zR**09cbG9PA|Q=~RukA_;2d(@HQG$TTelA*a?{amgOb|Q5M~>A-G*_KrDj7g91Y2j
zz%l`xZYsf9zFAhDvR3xm-_A7Tc2i^OuwWf!VJ<Pm{n5k`9F{3n*c|Z|4k?y!Z}qh3
zTFC921UtG<c)}AN|M<s`PZTJ<S)%~5-vSp!xJv7FLrRyU{^{&HtXP?&t1?N4C!bc^
zsBm=P<ZC`PHOwuIT>9iw1~Cw=s7gvVU)HZ>E_58>B94I!5gDQ`1`7XhNsQ-#nx7Qw
z;+V6-#iCp!6sZnD(ILDGQ3?D`rR@d4AxNl2wC`mcIO`J1`Sw*kuCkSindmCSwJ{5u
z6q(pdoPvGvAv76Rer}8u5hg@Kt{xKA+Kx~|w+yGS&Oq!K_+U&}3%OET);`P-+Z!F8
z+uAj1VTtnYQ);%RVr;zCE(Q|I3I-`cP!fKX1Y27Q#8wI3ssv`;Wwfqx9WzFXQ&y;}
zRIARlqJGjT#mH7Du)y!gY$Z11bKYwdJCZXEtqjYIS&zcP>^bnVYE{lQWP#gb30INN
zdS=aSmovEMdMfmgrB1KUA}YH2TVa=9etB=x+HKe=a`lrm@4A}qupE6Jklc~7I@ofm
zB)wLo8l5YD(DLW}|Kwpi7RxZvuumrP@ZORKF|jTL5e%f`E%XU-!PbVqaF?qfFl3>z
z)Fpt4tMPV_b|~1Qa>$Ln^by**L}<tT#Er0t_V!5C>Ei((q4`Ca7k1bVdQe<|EgA=2
zeG9o-ClIPmAp{>btt<&#Qm)R=HK7K(3izfWhjcd-V^OUNuQ~ol$$ax>bn<Ps7`Ri|
zPS`<z<hvJOIHRc+QK1#(tW7D{CQgN1<V<mi*amN{wZe5qz}p61|2<h~QT<kEO~lXD
zRQ*Y(wwSx1uFR1$*4hRqpYyl5{NY6k3`g2f|6xBhWh|YMgUKAMBJ7~<lH#ly@HXUf
zMR#!S;fFaP*Jgshu^^N^>#VcNk)AwqS3O~_{~Pk>rqU(jR7la>XmJXe^ilYLD08m9
zTlsuIRR+r@Tu4f1G<33>0K|hiFp9Ns4~qnN$b+t)!HJL$c;VN!zmQJ>SVmp+vlW0L
zgRx5r7{*)0$N+DOuoHR2sGLx^tANPa*Aab<=0Tok3a}ARySiZ;1V8asa0^qqiohy?
zGKe!GlPet#Z^(8ej0HJs#r6V3LoU*~kJw&7TFn`YI@R2*M98gL<I)`1`Y6t++zH&Y
zg>T2$cl`f2bBMZ9OGyDTMXs$9fxXTcBkT*db;*sU{T#P5eQ@(K7cMj@tFSGnCbTjD
zyT#na|3EQv>Sv~4jkU5<zdF;9%X(HvOU8O(TSjKsIW)Of5@_XnQ(G~<91}`$GYz>W
z+9EQQo~qipMc4nbkmB1NMY(F$TYVeS)VIuKIxHto*y+@F)rPeCYh9xquBIDm*q2i~
zwZl%!bA$YcDW<a^lNa%*!nW88fM@_d0?s~Nz+TjqauqpkkOG%tTO@tco9s*yNJ$2G
zg>yqdkMK7l6Lkfga$s4++YTok5`k2ZsYOVHT;FuzEy&wyz)$oO9D*V7u&;H2x^Wpx
z6KzDC-;k{WTW83O&l*w^;XTM}LRBJX!$DMvA-gpoVS&9%=x#um@7AL*W=29F&9AIM
ztA<comGqFyjEUV{kCVFRreF_;S#&_3+cO7wfw$q<%J2gXgHm1%1|nT6iw3t^Au%=@
zjKj!~9X5EfCUzuKjD(#Hm7gA`*vF`i#pGsQ%AC>o#uT|slo3paN}QFN+<{zPr;J^!
z@%rrIi!UDk-Q<ZOSNBM(yKYZ&hD$Vk+fO&lW_3z6T3dA>{4S*%>e-i5b5pr}%WN)b
zP!-S+#bH*Wvlxu<2RV5T2ea!a#)GEfNsRUS9s>ospaemnflHvI7+C$zLbkB`+gsob
zxnt`9W4CC#_zntWe4HRfIarHzYCt3xdioX(ig=+_WQ%xssA&X7B#qXzR1T1e7+t9U
zT-wl@eWNR?2VM{Ln5MjjbQN`VhVDXJ87d?Q?@;%oc<9imi-f%|Q<yavNBtU#tD4|l
z0dOGKS*FXFeYAkLZ7CQLYiM0?Yj2sbtx+qcR}5?QX^RC!xiZzWR_ee2@1U;2=|{*l
zHM=6Fdlk8Jt86RAT|~M0VM~lRniu+7<jVBY7IJ+dCd$3<eeZkTdFR<rAUi_tAfBlw
zK~H9SB;>tvl3g*5N{-j}pLnZLZLO8vYInElF~4hNZi;uB&px`UiClutEZHabFf|=2
z>6E2y?T>xPH^2GK0M#a^=ojm3DWDS^VJ%Q7K<FEgi*+JQku6YDAdZegSR}YD2$Xse
zW|u=5L9ABL&jv37L$1g0VqJZppq5urux1DtD{YvK)L>;A1(3QsXc6~B*A(5Z^&arm
ztT|*hE(BJXxXXy@-8+~<Re%O`EW=RtjkDgAc#4T^EwSvTjJIZuMJJ72e5*M%gSl}r
zl-ryR8?3vSK-czyeUB+rL+dnkHjz1)tQ$wj-K~{aJ?4cwnRka~oP}E*bFJ{SWQtsc
zO_Qq7Rc)r*g6j2|$15f6CV5|mw?4=9gJ1vs+3q4&p9gYztez0cj%04g)7ol9bECy_
zrs-Tg`;~8U*UE17$BYkA=hR&6uW1gW01x391jppJH|6%NfCv8~G|+%w^dNwVCy*;8
zgStosq{QxlGC&7$KnFVn^dQJ7Fcj&zoTwjf?E`p($HwYcG8p0^Fv1{#Uz^FOt13@w
z`l*K;m||R+kzzz`FWh|d%{r_tVAnA%QpA?}pl`Zi+t#40f<893iJ=v@1HDpDkw0Iu
z?o`f7MWMsH!Ytmh8v|0>Ob{E3*xiOSr#3h>3L&&Rh1NyCF6^cT!jMZ0N?2|z>RBsz
zK9H+`8ivGwy~+-HzQK92()LqbB9+gPHdKBZoWcqQG*V-sXH`1eu9a0wW+k)Za%ZL7
zCgk#Jk8h^W2a0#P)16?}kIp{gBR=ABk9*wMXOOwg*Jt&oPUe&4&=aRfnFiJ2_S3o9
zRMlu&ZO2<X2Km+c=jz$7{M9KdXSe!;KPprkE3t-@&MWZ5Qbh@w)|5;NV_Me^72qe9
zIb9hf6xqTTfV4k=rMT3#z*^)w>nd2oH^`N?i;Hq<z;GnQJqQ9uH7LU&wSrDyt1U1D
zTbSx)lPv<L#J!?i?dmPw7DbqJ{nu4Om)|LVt}UV!Jt@T1E(X$d54sWFo4dYD)1u}e
zv1-*uAsMiFVH0-C>ntm<Whi1D(P2}3>-OO$qJ9H3mN6)IBDWPAyqXXUtHb~WJoXlR
zGJ($qwU)OswM*7g_XxRWf47AHv_@3ek}*w|gQ;070k$*`DK#moaxEv}hde}-%lAyQ
zC3)?&*A~`_b^XEoz8Q<U<<kYg^ee8of-|cpuhT2l(${uocQZAbWZN;)4m-s}S!qMl
zm03+kg-c5H9{>nJ_rBh=;Y|BKHKTlo!y4>H=Ok9QnGH1@21B3;5|N7A;3uL&C9ot>
zx4i{mL7Q}JETqH}*8-{Mcb^}4J$K#WqbvxulPS*hrp&G1=V4OOCgGey0#D*DNra%T
z1#P@q@O4e1|Ax$~IVuK%YP%4{xB7sAK{zC;(6)&b*bPdUYSfW-ZK`rj@cDs33X93n
zoQ@%?xILb`Lv`a|J@{oSrv$*vrI=;t<(e-j{0hThMZAb=3Nk+X>x??(Xu^$;Y+?65
zgV!li2VA0W=2R!AGd|Uw8Zt%1w9Hf=g_o3RnZ3|Qb5)+xN=N>ZGS`Q3;gT{gU#fot
zI@X@zg3PG4>ZdrAS>cwFX*Jj8UDV+{g&B08h0{CS;SK`Y5B}f}_Gzxewa9(UV;-|#
z$mL7JXjv(vO)aJjS!<b*S((*zZpsdOJ}a#q!pP66!ypB9G9!=acFJOhP#6&_avMU4
zx}ZV81V%hc7u@0-!CooUC@jSv+p_@c7Vm3>e);9c=FffZbKT|rpE&#wc>CoAr9Ty}
zuqafBYlByOYi~hM)}Z!ymT~E@AsYw;X&UFHU<<!?Ioe*38ihj`2Y&*&HU!3~*YZ|o
zON@PZlm%rqF%B@gG2v|?uA32CiKTVhegZ{XEW<=>WeZopLxjW#Y;=C$=DRg}3pxPZ
zs!}JA+B~sT<+O4axcyIot}<mx1Fv4`+u9i~vsE)q4VlbcGA+3seXgFl{LOWCRW2%R
zX6LF}n?J5yQfha#{sD?@D!Qa3PaEP;rdcDw)+F)`n{UDu`}Vwu|6^=FfABYLF1X+V
zhf{&yUZvS{*hl0VNOl{xWw)u(6d;>zRhiXvX-3B3XzMgnhO18vXw*EXh0I&5bZ*n3
zKo>tz3q0{8qGE`9Hvt(i;Zz~lgFKo^QCI2`7a|Y-cu@szK3(XETM+0azPDrESP1~Y
z2a3hI@auQDpZv+6?9*J-^_4>6LLlO_3r?&_Akh%`fHGoT_X1Ha>WYmC^tmq(T>@b#
zz3AOLFP9J=u9EcC)Gje;yM`ArP7BKAHVqgd3mCp(>a$f=E15`tlwmQ7@^%>PE%+kN
zkbR-y)}TUFp)rgbsX#aUIwW*5WiLJ_&dN7s#%><x+;z<R9w~F}&gF0D#<--#*qR*+
zbDPSjWJ%HP$eGr^nI3azr#z`lb(#+IWok?)PxE-?<8$8SM~>|q_%C?;pMCyfxvv*O
z?ud0m?uUKYhwT?~4P<KbVXl<jHQLmGOAQ^m!{M3re0cbvRXJl^oW!c<B-XpNFKj~w
zAsIy2BJhBWAwY_*TnJu}WQ(~A>LPH!5kmqRfPga{Zvhs9M7an9n~1HjN)&)Wg{3xl
zG0F=vk*APP<SF*!oHiLe_}hX&Y*(2bBpm%;QVgf*Yj43Qw2ta}F3d(h@6ohwEZr2k
zcX-T?u3b*&=W9i^kXr#w!#i66BU>?r%H3ix9OvC)C;+R^gd)CWC{emH#_rHn%GgzK
zi!omIu|l)CxQJk~GEv>3hKNCtNNX)8&dNbucS#l)6S|}f2bkt_lIh`g^d+;8!|hx<
zEi*1$Qbw7jrQPJNro+#dlu^%|vQ+;ZROj;XGf&HZ_>9AD*>u(}XfZWbkhykymFdZD
z#I#Rd$T*z7JA>a3|L_l2k4~ybY7|_KKG&bU$Y<?g)nUeywA+S$jwTMNl5;j$hG4q$
zZC;UdI96gIB7;zhZwssN0XOiI+aTniE=K|rv>^&WE{G`xZjehsHmrkFp(YA}l53SA
z$m6VAzkIv3wr!Ca8)4Z70>DC$&!|Ayb}I;LSC<gaePMKXNzwC0WXJ|c*DF!9S8r|M
zY82kJOH}CHmRo>PxG>*lr47i{oNAR+#^Tb7F2zYKH8d753LCQq0)y-pbv406bj6Ha
zuizJ5UE=d&KXbEjZLs)hd%-=<DZI7wKqzi}#3|xbXXU3$-8D3a|BPeO=iHS+vX}zX
zRg=D&&egMI_Hj5@elCApxTK8k>5}1WSfQQD&sWpAc6VC;TnF-mcstUO$=a<Ww@5cx
z9w>yc7Q7UL*1O*Iu3}w(FV|lwzy0lRkGdE;kV_#S`H>%)Tb_F44ip$W!w%obq#b7P
zIpdVCp0zS})rKiM6sM-<%B#5nXuw56Co+@D<dCj4(Uvd~T-j=nVkXZKI#OT+K=@MN
zg%O8Ewx|NRMX;XexfukBkQIouPQfzhIc0mn8#H?h9<I^#6|Z=OPY6W3_HS)OfUSH4
zwz-j4i{+M9=s472!!b0o%qx`V?V1qiBB7?;1vD+nH46D|2Y|0*$flC&clp-#!8&0X
z#cD$8Fe@P;gJcbO|N5{0dN&akLsX9gNXtYNLIGPj(tzxaU`NFxr*PNV=&C=)tBf2v
zg(y!P5@(6R_)K)5c-UlF2y@P9ma|n;tmK^Mmp>NTk}_BSZsm{Wrad&LbG>ctZ$I5>
z{d4W|0dj0DE&drf6j$+84=HYlJi!w1GxM|0KD(IqE_b<$PsQ$i?|Ywf&N+QE2D$Ag
zD1f*0Cq3y&`-t3O@C=*Ln&R~G=ZsVSTHeZ>o2=b(q5Z0-Q5zi-S!-5YE-`SDx0LCu
z`PEgd5N=t{mU$qhW0xR`^I$A?5s(2`DUv8w$&kyz5Ea=#70}=gcpVBU3EasSXCj`M
z7F}%}pzhUIUkz5+>kx;r2)O9B8eA)wghX9Ml{tGFsZ+`rFI{=5?g^WP+3pk?mFkRV
ze|sH76W((<3vSHik`2gJbN8k?FdWaaLQ$qrxv15<KfjMgLJ(#a@vX{rgD3`=4#ATp
zmBD<^o8lka3(O)PKNWKo`%~o5lP&U2*o(Rg0B`-ja;8Q%MmV(AM0K7gWFO<5TM^|q
zz}1vh*UH*PH)O7@MCLFoeY$ez%2#Il>0JHWuc4AGIrW5enfye`hMd-}g69$I!bE#j
z0jG9ueXbCAAMk(&`1P5H*WoI1?K<o)at)!8W_fm-j<?LsMw@f6xvAXXEr;S%7Bf1w
z;sYTUQq1F&x;!MwJuGt%$N(Y*4I*R}xLW(}+8(757;^DJ(8!k*K#wKl7UDu2T0$$#
z(u*+dP5>|5A)z2vWD8T*Tyu@o!?l<Af>LK~HF!d|iwnzuV`dFxa}<}Kn;Iik*cgq=
z%>q&FA;7Gj)U-o40uib03)I!3pw|Fhi@L)&OA5QOo>o*oT#;=x=jom`RE3<+c*Zkq
zM6;O80LwU0G%GQewpdsJX7M6hp!@viKVKgdgIvW%d^?c4#M@viRRDXf>yW#_GuI+_
zJj<}{l7yz!bZ(VxXnO6bxq7t7!o$d8*_OGQ&ebz6TvF!hpQ~pspLcNvL(4=IhcfdM
zne98-^RY(U=<OguYwyk|ehT4>1=PLU-R>5F+gp%!xQiPLW_idI3v)x;ul%)svLTZ*
z4C7~iQ$RLcvMZ-nTd5mX5IgIY0z6?FzwrueAp;|Nf&kXF7!^+4ls(Rao;VYiWI}`#
zmN}ATPKVRB2r$_pN+^S<I1D%hnSn^et62Dz3I*X#owg2yvP3JO=QA){3hgRrx&Rmz
z1&8{ts|I2?Iy`5zOg*N+VRsq5^;ie92Bks-rU-7^G{#ARv|%cMUFvt$!Zuq!*wmIB
zQXiaZmf4fedqpztL`-d2*^>341$Y84whKO)lua;}VHIE^f~!Tmnv-w%zL!H??A29Q
zxx^{Oh}(@EhtX95io=mfcN4U+;4wsh=8PlX5D3K(lne+!O<YTirQsM6nXWtKhqQPH
zpB*Zx&T0A6NjJ11jcb^KvvC7f&Fd&`)0~HU$mxNR514K)C(5;B5Ket0=5IDauI=1=
z+~Xd5joi9DMnO546O<XZpN<iA$p+`&(^I3v97C71#VhbO<VqI^`Hw$hpU)^}Kf#K&
z-rMs84Nww=dgPbl5?U(8qujW$!Xdx{FSHV9b)m}(XgidTz%s?ma=@7s1KV>D{SrJB
z;I(rr%Eew76y*Z1lG@rL#o|egpK#_m>lv4^8?{vV>_7n%oz#RtH<+U<$hTdrUD(&C
z-3%i_xp=F#p`_PzzN&JzMJ>GYP%l$->Sdqz(fH|4go)UhNM?5{)v~}_7J|CgAP&n^
z#$5n!ZS;-USOF6Owu&nNs$>bdBUAoBF8a+GNB))(7s%Cl9mY&t-9qhuhAmJe11vFi
zq`}tM6NgG>meVqAu1&YmF~S)B@HDpVtddsK@Iz*_rUr8T?4{3f0hS`%^=HH`y6B=_
zpUK?2D7OjHz1(Ar<+PbEBO(TvY*+=ma_V?HYnrpffFjts|88M-f!y?9+cGS*`mA5e
z+>!?bv=s3Q2z{&t2r$KkT*d1Q&{@EQGH~|HPVw{vECacNw*ownQJz4MGBHO=2VwYi
zxyTmxaGv5&(}Fi0);Fs=o*3ku(G1Ed1sV%C)5$K^6Tz+h3NS}nDa=wdM~ur21$E10
z1Y?Z1TlV_*t-pOr)T~0)w(cw_ytQ$GelpS3KFJGT_(K2FivQEc7w<-Axf!p3A7I^g
zq)7vp0;b#6HP>7Nxqb<vhqeez0p6Mgg-yhiw+=~xt~3$x?r1NUl?=ov3}GvrJuVK9
zb9C!RZ9}KTnL(RzVVB5P+iA0Ymj=?j%N$eBAO_Bcd84$mQo0q_p)%Hs+2jL42+uy_
z1zBP3V;}oizjsLAQ{<XqeQrfG9J*Q4&jTfTbz))^rXy)m<|wf%`I;CqDuf-ZK%pWu
zDT%Zx#cW;ZD&<i{rnTea1Zx=(5E3qgnos~xVnq|@5~%S6%AK4QH$s+J5xbzw1C&@%
zNg#E03$lw!Ko4E{9-%}Yy1*D(v0AKa!$BY_1eMC<tJ>15kjtJ(C>>*5QuJH_W0aZ#
z*BXw&@;6=5LnOy@y)~9L7U-Vqy}~1HEPL~1b>N<MUCRN&uRb)b(qM(mc*|A_OOeyY
zLdf-#I)SU9^}>-I7}H?8^^`J#Otf^UX-}P~E68VghAjYA0AL4lL6}UDn|=bwWgJ7Z
z=wKl+vm~e*AURIrW50S+tTN><HX*h)Rmwkr>(@-}u1smbK3pQ<hwRBSH7A`SSIl5S
zJ>OX!V=uSuT=@OOPyEEEKmF;a0J;3rmY~Vf?QGKQ@2-7LzP2s5+lh=B$?}X(%*7HJ
zcKuKjqZK{?5hU8+#*lZ2T)lN6WVzPjf{Px9!GQvRrc5QuP*B$}J@pGv@d~&IV)&+u
zcX?RGUKHYNU`y}^d8AM*l|w;75i*`*ETvak7#?pKs)6L#bTUS|YDQ~cfgIjh1J_%b
z!b@An;#imkTcK=<RHoekBE+S8TW1T!hZFb@r`6VdN`;I0+)7NeY722$03kKuLSc-*
z4Cc@N+g|Y90t>LA6<2)g)<Z$j?l=_t256}Ob6Jn%WiNXf<ERi?1-i;m6oA%pihd)l
zG{I!px2AAU_f{=a&M`nt_7-?|6fK?d)+zTCGDT~2HTz|D)}hN!W8}sFlO9r7c(LHN
z_7DiGW?q?F&arThY$AnRv%}Th@i_*%B5m6X_7nX2j7)!hX0vxMUY~_rvu36Y$5<NF
z$wP8?YZwUKrZQU3^3BTzM9eLX6Uz^_fKzY_6o4~$n<BG(sbV=yJ|i97c1n3=jL0-0
z01GG}wX#f>lE&pwb7+iX;xuodeB$LDkWWl~^kp+sNNImyfR{4Fjs(Dht;o~mkm$jm
zTjHJ+YBZ-0Oi|N1qqh$0?OGG*Rps?id6z>3z6qOQR`+mq5zijGLD0eWl?%~ZLr_2p
zxnf;Chtuq)X(Me-WrUEc0I1q}H41+k!slM<K~DdPn?Dkza!7Qm632?_-EjoEl;T^N
zE(B6bk~RG7*AJXQ8-85^#m-_f^KL+{%QZ2OYe8j%wf4y&of-pSD3=7%u-W{!9^F&O
z;OZ!bBqZue>0LYg|1?vKt^sBo4$uHulC{&bE!|lbgSe~*xpth~YB}KxUhsku(84V6
zKH?FNxcu_V$8N*k?d6UkG_xZ;XfwrnI}-L!hHtO+{9VsPp_mYC2Weqv=%K@5nJM%E
zUcGXt=Vr$u;$4kBH`9cY%8X2YW#Z%u-azXWi=QxDef8D;8kk5AK<xcqd+oJiKf$C&
zbs-<9;+TLIX@#;dD5?|~OVLS5x(HdACt%Z=`ok+4V4&Dwy+K6^QHj235z<M3g~XcE
z7SX8A11$OP3vqbeb=Mh)?Q5~F+l_&fS~p~ni9+hfTeveWTMD*tMfi49fcL7au6pJ(
zp9#W(c?DuDU4MYop*0A<?kvEIneyGFUi6|D*_Y4(WkjvujJHw+pjCW3B+^O~Otxt(
zEH`(|HD@BHj(g}9C`_fvbqSUxV_`Pw1~^6TIIHj$a~IT=I;^}pPfMAO*VL16YSd13
z)1hb23Y!aM@(_1Va}BvZWf=i&pXT~O1Q{IOJLFnHyn+v#ApJbB$la;`@MnV}`MhB!
zb4y^i^4IbfV;88{`aU7vO6dg3qyxf=>1Umx%U7VB4&@jcUn1tqDPyz%W%4%xD#qdr
zXuSO8FGpI`^(F{#2wl(!BZ5qr6~YnGFUBI9c-W&f+=-19R)a8@_v!$zP`_Roofgf7
z9IX%Yu38Ufoo!r7LbtZW%y>%ybG+3SFzSzc1fAj#YjwsuEaXhwEKpZ}gyO1FC${K=
z)M_GDlSoDY1B18?m0p<{mjKnEe6jGH=RC)buJBa>D-LG$2U;D{DGq@bhjA5S-3TDp
zb_5&Bhk7(t7?uZel_WBew#*$N*FdH&&7Mqc9u0~#zk{nzO_A%YQ!-su$*z)){AuN<
zlWvUNXBotEjlk8d);$q>dBS*RXBH)qmS?hwLpl#JN4D3z=5QBA*S-_;g;?7Q_H{{m
zXX))N_ygwFDVJvR+};e*H`vyaNh+iKW;tGb`QHsqtUa}S{qf_qg?BNNS+Wd75SB0J
zc>Bx$)^xd*3?o%CkiuxWI%~^>AO+|h#?LL19+wcROz;d@F4P>C=#hsD@d{1DRE(19
zbKRh*M9or{yHE$Xkd*GKx};8h01eD}$xB}1CsY7yZ^6s@kn0taw?ZD4;S`h6%<mll
zko%2L6Oeo47y9Cfnzfq@3oI$RS0ALhX9)GgVPmm0>=KKvMYc$5lX>jZ!mRLBHz?`2
zst*85D8Ng)9k`XaBfzyKre@YdLaVGGhXJ8d%?9hu7hw8q!xGctv!3-Vdkdl(=(aiF
za#liG<ssA#1Dv+QAd})yCIi}A@PNQRS_!Q&Rysr_iJTORTDvYWL1u9HRkO(~<*<^R
z4o#fGhCn!jp*6oUN4^}=DT<O#xsb9rb1c@SkNlLHlbTI34!5Z+bz2P@C3?Oi>8jF2
zM~)@zpeMRY>Yg;c!izKi@xg{ebVXY6YIi!RCkxbNcH$J5$R>=Lts=8a%#K;+_HMxg
zxiH&)LOTp2`UT{etmH?1)JIv<tf5y@-PTX~1~U%(ROZ-#=l>bymy``ntUa}K`8Zr#
zco#D@lw~l13=bb2SW;@b%-qZ+WP16?m#MtMAQM<{i6@v-D;f%j*|)%bVBm?^gUt1d
zZBm<)0y%gokOLO<6ID8N3Qt60fMC^gEzKbqp_nKwmZMiqw^Sdb6{d470h?e_&Cn{w
zgJ0A|Apnu0mK+K+DTB|p6g=;Pk3PGc>q_~mF&dr9Eoy0YSWSnCoYFmgke2B}2Jv){
zT1H3k)($PIw|7xY3%R0Pu!Y2UtJ}g$DbY!(ZtF0CXe`xLmACrnsIJ?LjFU!Z|5kX<
zj56(<_%zpEu9s*s8OKw<MQ6N(BIu<ct!S1|9Lh8)?og1+M55)cI)>NDKc+a5N0EZF
z@&Yi6o!v;T!ZL|NnRE)VYz@S4lt)xv6m{h!gC6n|#YiwI$5qn{RT!^E>l&hOM#Q2!
z%gOOxZ~Z&Y)&J?Kcc{B$Nk(mY+lcCR)-d)4o>>%Vq`}kTvPTqbn;mXoj`$nNhx2C>
z!9Bz_Zi2{ca=kv|etn!Uc5b0nG#hedI+PaQM&_qH<tazV9aFYe;R9psqX7s6gr#{O
zhgFj2C`nvG5U<NSg+l1M0O3|R#}mvW2;hmhQDAAwQy>&Z0K}nX3k6aP#5ySkA_>SS
z<N4Y)X3y6}dNN(^`C6S|XbEd5u<N8%qYq|Z$}Rb!ArwnfIHXn2sZb87Ktq?HMhCv|
z3%^j)`ljg=tg97KD7RFJRvNn@kDywk4$EInnWe%~9k5>Hu#c-azdMLH6V-_*H{Ld6
zspwj2)Jy?!Fgv7ML-y2puw_Ysx*G@MxQkhd-R6pL#HEH~OTmRU1k`LjT7$r=5`nI*
z1{PpX`QZ^@p%rzZ5^3p#;!vg;fo`*=U5}yyCshS!Wj2V)b;+HVNx4TDVVN9^5@SmP
z%isxYYDg+)2{`gQ6<W=^GDIswx=@`Ot;L*Hs`Z+d?nvr(>8R}llxaOv-7t-%Ay67M
z#bC#{(2~F=F{f-xkXFd*;lhN{+1yHDd^vQ*tOe9nk2>qHl9q;VAg{URnk%oo5=+Ov
z0l+3AUin~48OU|&sZV|CUL$vEmcyuL<UvkKIdlHj7{^uPLi9kqnB!WY!y@ZN4wtZO
zg_J<y1*p$XJhof)QcIP17A63zfN0j*r@)Kl45ujM0SAbNcrG4dV-qS71|Efl*1M$?
zc=gR%v#fLmc684vJ$LAyE|3#iOU2cws}d=o=?`{ws2lbidSm5lSV6TBv4A?&qjDZ@
zbd<par`C!KnZ>ozFj7@KAITZVFm0>41sJA?5e&Cpl`Y=W87w=%zWDb4vv)6{{#{jq
z#|KrSdH9IYBx?SNCdNm6YsE)=Yx@=?5q!TuR75EUEl4>O$JO9Kn!<4p0!lO{Vj7E7
ziy&RlMMF&#bRt;Tb|ENg8B6KUIp2GiC%^mq-P~)^)fV&`?Ci78+OM_u`tEi1?<Qd-
za05(3jkhe;n4u4BS<ivxcQNJ_>oQ1=DWu_9qFD-&Sy(IL<#b$(p!%mi^{J14{NrwP
zbqCHNSH|+0yGIBe<a$)-uG^Y2K2W<A(U-#XWeEI|VQ-I8#D)S8;PMc`hJ@F%<QP*4
zJSM}Il`G3ViSnw%AE`&n(JLd_O0`-q6)9V$mcXJ|&367Q(4qZ*sJ!)UiEB-RM1$uN
zb(5)8k0!-R;n6HS5*Z~Vx>{mlK?%dkD|evVV?@RVNK`4TWg^x#c>W8O97jsoUs3wK
z!#;WQo8Jtrg|)F4S7qGmcA0>;gIp#522t)<=HG9|65AVyL}Wag%b~5+G}{%+mO8Eo
ztzMy-j1{aYD|^>nccG%S6G`$)mxoehkRk(C@K&#g44%+L5^NFF71Q=XEoKweVu(kt
z@TXsq1cU%3BGm%l#}kh4UnR2}`BWQ8YC3k8LTNzu%>_r`AQjYU4de@M(M&s1CAvd$
z7!)zu^PS*!sm3*B1KZf9=@s!<=44v$_Bl^kn6mzFYm5Q#4cIIQ>JndbI_*lq)MUIe
z2D27*04ysR9`FWF2ZRF)V6&}9!WsyyoF#?OzAp940kM>oiszkr-~H})y%MY%3H&+@
z1-e8n^JN^UWS`&(l2GYKG!iqF^G)qo(0)YI4%eoj&18qVDkfUy+5)ZMz+zS>U>d57
z$4oku7`B*5nyeair6ePJ1**N0M(kFkE@E}a4VAX;fX-G?cwX6QZQEcjbH=n`Y<;ki
z7{BR<QyCkHS!7r{v5tg26N@F9m3NqSw3#)pZ1b0jL&QbAgG`C;oT`pyaSjiC)vI0w
zutM2>ESqrms;jQL;)*M_*SUfB?Qeg3KBArAkUdYC{&vdL4w2`6%TMWI@2f)%?p1ye
z3-zltvtIFeKfFyj{i(8$dKGW29pvJP0t!|f3PfCP2mzrFUVhE%c_=1;1IB`_S2U#_
zhjjqU_l24eL5I*s>A?=>XjY0*n2AW<Y6oyMA};0KM%8v|cNrV+a5Na9O)FHx2jsEG
z;7ClXQ{t|pdk?H5wx3Tep;6H?3)uYp7aVN+cDoWNz?{9JFXc4Dg-1@|{#K`mDvm9N
zFQC;U*g94^TpT^}#^z+fThs5T;t|=+lo^vL(9hg6kylDs+iB$w-W)?H%955tN*}cG
zkOe>$_ZUH4y#3h6KE|XjI(!9CFmWk243!ITSLAwBsIGQ=Wmr?GUQAFqTocq)mnOiP
zFR77AbR8C$g>e|Lz)TB8YYLBvvina4gdHFP*u-*>a3o`CKt?K0jeat<0<Sf-CGcVP
zwhU2nF0rXbwiRpb>?yCYyGUcurr{C8W){mtG8E&;!zp1#vc$6AKl*ht+xAvUnUxGI
zx8<ZHB+77G-RYF|v|uOLFt(y2`}MDXJ>;&D?DF3VE5w!hFD=}3(@l>){*T)PWD5TV
z7Ym1sxti@9$%EC-Il5d`GxhMZ6;~*;S8BgkQF_Jg@;3=;g<RWMhVYZTo8zMa%=!V8
z$mF3|5jQw{F)*sY9eB!cd~d<QD``SAQI|k;F`hgo$0D@(#3w%Sk&k>tU--$vqps8j
z<Aa^}cA%YXuVM>0Ad=s$`l83WFmB_4x$k{y=5CrzO-1g&4xGB3Z?8hiQIN6kAL0#c
z;V<?-5cxOP+$2CQ*a~z>znTSM!-h&HPVn#2gE1kuAeKE@HA_M(<AhupMq?9JQo_!J
zWx70J8N#p%#m`0phOQ2b%^i!1c<b+in9;=j@f))+4h3kHH|&+TNB=`)g}7?`hCx2_
zna`M!IZ`{xTM%F(-HlWN2t{I2W>cNWRLJZ*5=Lw-W;g!$vqiK*j{z1#<WtM?<>AXK
zI+jl)+&x3S&<-Ddo-q>`OSLwl&2ve;s}gLrQvg56?d&mkR$?MHOzgcetPP)4DU8rp
zS9wO3XAp;xj_m3VAPa}L*4-x$N3d;P_`(+g=}4ihTZPxW<~9Bv?81c$y_#_Mo$q|-
z|BrH8#6zjY^=eC3j|#UX+kEX*vPG^K(kp9+z%~i9<C|SAMiQ`rgTJ(QNhsVEWx<7r
zD1iuk5V_%rfEHx%Rt8JGq8U$6LNrCFb(1NMEdW;NEf66FfeVjfRCPb_fe-l75xGIA
zooPsbX@o{=3f#?pGg;%b6~$&S2z_o)Vb<Ly`Z?|)#ZL(~zeyo>M~qtG*Q_}jx8>Tp
zm>s^8;SNgT1M;}P6-Mev1PgumrWf6@m7%&qai_r!ak8+ML1YMXnVSE_@Ys`i18lZ(
zLM@#A>}O?YLg+_7`q550#MY+cNfmb*A|I}brLcyptmm8xxjfFLfmcFtzl&MNC>nB=
zdsHaHIABY(DH<<=-6B^PEMwMskteJnokHdEL}sLtRs9c1h0<CJAf0a+T)7OMgw{cm
zl1QF%{PDJU*z#FKM{wI)dPdT2)rPlSacC3A?2|u2j6}=vwsx?wDA&jn(=^#k6Kq+Y
zz$RgTDML|9pRMRiSy;I$QWnrYN7k24Ew0tH;;!0kPCM<@uYPqQ?#VRRx^p1I<XdmO
z)t4aWGHcGl(YOhj&qMRl5e1z}<^Kr#?5#3ux0Bhcd`e;KC~a|#utDxL`=CD_8q%ST
z=wne3w&mpU%@XrgTSb(}B~cf0LxB_};1Mt(6i9KB0I5Rg@Z*jus0%d|!XOqE_`#76
z?RgAMG(khNV2&zM%+aai7<ff@KH-huz)0?ZqDITS0v_NMOW30R%`6e7IMcB2xZ@7L
z5TUU>X$dH2e-msYVYsbjM|o?$z{|VsWU~g?A_^@l&t*6Tl)2(|S>fsfX}d-Mc>-C*
zw~#BoWet!NY?zL@m{GF>H^^m7BGV~`u7v5NVonD1iVgj>Es*+MOd;E{5>qf#M~Q!L
zLSVxId6~EV^?8A=Ud-Jk@an#c=gRPI-fE7NkyeShn4|F60cQ;Q;-n@8#R_?S=wng_
zk=D^*K}J)W)qbfA(ZzsQUWvCfM_D0sM307)+FJX3iBW+wptZ6V*Jfy~^SGUK>wWgT
zM+&OgS8+yNN4W-rxwqRY)T%{Itt1_4M7fdJoEquEM26Tx_D>NztJ+sao(0Uk>5r8%
zEJLKAd`zttu^j9M#pbR}?qD11-Mx_g0J*+jgd8>=gr0<LC3}&}(X@sGT4NAyV#-9u
zql|JEkm*tW!IGt$eRAIRXHjNdYGGg74`$h+aUSY}K0ABMlD16;9H#>-))qkl2x!Cy
z#NhtC9#VKKqKZ*bg{LE=pi~MS-Xf1s*3yR&PR+G7Qah-^$JK=qXc7T}h7w2-)CmHC
zT{~L)&?^4l2VVJZvMT_SNhfeMX5&<@#6I+|`a&Y!3I!1uVR(Uf!2Sf8zVf7I-8l}q
z8l=N7?0@<;ye(~euMV;NUMvq&u%kgCu5g+Ra=})7>o%kN1aoH==TTuT%b1Aipe|Fe
z0}K4eRaRqsnmv`%A@UiDt%&KPDCDvU9VT)@Sqqsg=Df2y%m~inVSLt0fw$vEobSrT
zANa8wXLQft7>%fLQr<*_>&`)|U?Q#;nz(gW-CL&&ALsZ9J0wF<P1PE^WwEGRUg0QI
zqWy)rtL$h}KD%JoAU7A|aW;eeUO|kYk%P#mzZNg}wMoF%32uAHc&l)yijtFlosRO5
zi?^ze#9Mn0E$u7AZti0rQ)Z&|Tw4BQntA1WE8Q`O7BU)5k*x!Q!*X7=ESbiQ-(M`)
zf$nBcN3MHaGEuI-Sl~ol$s99LGu3z#3?N?3V`_goX-j7OWV>*OM%auVczUS)L*;q|
zTO*VjD*hla54E83Ru)fy5fE^L<D+OXEhi1dfIuj~3-?C@X|JF_^yPzBP^T`1?i`@o
zD}^9KGiV1T;H|E=umiuyqy4wM<t_3U!m#!RRPryAk{U4HLMX4nOsw#6efQmW3-&zP
z^PI>&w}EApI8bEhixAAQ*3?DUcw$%Ey|y<uQOFeE`qsBZkB9`hknZmjAXhKqTd?gu
z0sSD6trA9XHkpe#7Wu=ej7bIC*sG-Tg?;3~Sb3RGe)5w*>bUvf2S3P+jHZ2e-OA~(
zq?SMY;Say#9q)MWd*4gbpJKA1Ajbk(CJVv!VA(04q9gK)U;Luc`tIl^#4OB6a7&Yg
z>6jfa1`Q^HV&wqNmoXt4upVJ0k5M;P3|Ao{T(IE|F+65iwk134t=8F7tJ4|kxU>i2
z!(@8grnzCBDD_AgB<aXYwPWsmF#%@f<GEFt22~*nNuE_}!di9hF6|@+>1f#UHfF}s
z>^8_{%xtS9b7jWVyegw^3!x)Z(7rDn`_uKBT0X=qoPV3_bmaQOFcNZU+C^LB!a{R|
z1+z9sUKS`knl*((Ncn$N-hf+|8N(^#^y)#8>FbOcX4Ee;%BTWC?CB%Ln%YG!h@dr8
zN&y5|gmC;F5{0#5u#hP9;@X^=f+}buF2zsflpz8uU_sa>gSW_oArPTiny9PsCDdF0
z8Vz}XMHf)uk51u8E#FEY^UZI5(*`zR!?sDFQa(F7@nsMaOhlxjyE*zfIHBpSz|W?o
zY_c{IdPi*2w}+{P5gD;DI6yb@K#<hNhFljNsD)h!=AJ~9_=PWg0pCm<Z%rBTOv;Sl
zw7}I|!l{Xqcv~R_6J!l%3d=|-u#61zid_+vN62edgCOkDbvF*PiBCcc;cMW1?|Yw4
z{gy{f3z}sv%}SFFO)VRk9vy{<Eu-8>oDuje^koNz6)*YHaa6H(4ladaA~V#*UUCw=
zfdv6#%K!u_la;#*c$4(co;nKA%pe^QXo)<DB|ap%r0p$3hyH9Hk0Dos9XiwqQ`lxw
z`KhHM*C2INvzm&xNNd}`U}Bu+J4cKOW|QD4&2*DiB4xKx_ExP-tx(IxX&CmcxKwvA
z>(>NffQtp6csx#sa=*x>5OT5C&u1amOrb!tCQi7CjudW@Yszf$V2Q@}%6Z#2s@kby
z<CpGjT;V7@z|5g>9_lyJ+B{6EYZS7V@XE?6l;OpkRLYSd6mLBOAQXTtZ$(#-fgJ+5
zt~3S4G77!zHz2N!52~ohyG3!D(jYgdmdGms2e0fII)NHt)Y2&&N$H@vv%n6wNet4|
z@&b<pHU-0CU5CCqF3{kWcD_Aqqe8Ab2e$+&+E*dhtgEYp>+xl^=-cWLB!qBni>`Jx
z*xJ}q!K5#7_a|WMtYH?jFme$l>N1zJ1MbWM{iFu(_%L^qBJeBUf#MM!m9QsxO1)xL
zB^_$4_n!B>N2)2O2@CjaeB&G6=wlFX{f`3Q{qA?;tyHH1Z>{08Gphvx)#W5x?~3cF
ze|6%mZ++|QUiUg`9SzcAT_HUTB5i)n!F~0ttX-~~lA$j4l4uY&g2~{bN5+i07J{6l
zE`y&-49~#OCP>;077q7T7Vb~1IEkDzD63M5LR-i_iMPsas;w(cEjo!F>$H9gZhcZ2
zl?le!PLt-fW00-IhPR<LCbL+k>#gcq)41;VY~N@GsU4VwT-#DSKu1I&fO*3k-f%i{
zhqtKfhQa0maPDB%ynsgp1bLP*eQ?mPRHs>EYo7;_*Wg|`Z<{qzt)Zwf?`>S+=sdv8
zp>dwluPSVqwL8>&mGdln61y-2Od!RFC%oVTN9NIDFof~B>JF0#0)1c8K~AIvNwL{2
zx7_l!x4lh96&{U6K6wyBWQ#%x2oQ8isG&{B#T=v(8>0;x08V66kpc#~X|yG5l}-v1
z>B7NY#YsZJCbUcKRg^F(SDH4bqXe1R#H_*A4Fj=_i+Gi=1Mkz0n=$vIzP>Tm1kDuF
zBCz<@d=1H@%o=8!qwzZ$3=%mBiy1i!03D-MC=+ihmzQxob$KgK%?b7X_rG8G>SBRM
zyz5=>^60p6w4tbL1drG&p79mQ$O0AoWaL6+s{pgvw!B9tnwGU+#W%g_P0XvLqtFNq
zyE9bK?oTotPogHAkF*Y~WMW-bB`bID1Kx?{hQm>Jcw6kZMU#~}yJ!b>iSx0$BhbUZ
z{j^>05Vo&i#IB&<VI6_BFvwN15_(B`OBrlIUU#H>1Hey|2U}B!t}HNO?!<N)x^687
zn^Uez)s<vhwY14l#%8p3X5oQR`TLnj>(<>Tm|e;&cDSv0^UXJ(j@-G$mGP$w&UBj}
zpg55(h)hN(g$QVhx@-at6dn}O@?JS_<J@_wL{Xz9dmC5y07*O5r_-Ixp?*^{TI?#d
ztl}Jjjm_-z<ie;6w(uguH}QcBgG`r%eNck{us|{2?`szjxHG_pP*o`KZhnmk^1M4B
zNIe295Q*z@d?hj%g17h}*6qvMNKg*Pgw0Zif^ph}HjKGIDEyiWCb%9E=-TSJ5+ApR
z-8KNGGes@bwVgt)rLoP_O+0cdjR<IcsuMT20(itDf?Hv{k#ruJW4vVq0&50lF2>JR
zGMybgDk1WWKunOBHQr(@VYEICz?LHrycN(oywFu$s3+`$x|P!r?h<fjOh%s7F<QrB
zV|HGs=+VMi4xOr=Rq0zMbq&?oCu0^6-Fi7eAQx<1)DRhuQMWWWY%vmEisdGvQ+O!8
zg_Lv2v?Bw&6Yko*dj%pYx8gD$AvB7Xu}Q!aNbL&wtzey3_JcjsAnP69$in^gzkwi{
z1<Wm1VbkNbWDK%nv5-rXf*q?J#$;#a#ap8?U_NfB27`EZyCXv|;DSraPa)S$m%4r=
z73JP^(@kebu74qd+X^{sdrriC2t#EA-N{SyFFNvi4;>FYJsnMdMEhIb8ttL>hnWvB
zb7+Kz`h{6Ns>R6ikj1<>=4-|7vY=d#GrFY|SV9DslyT{Yz@j_O$SXxn!ZR0)K2-f*
z?POpCe2QjMz-pY~&RSCuvVaQ&h`c{<&;`fWAWv73*LU%&dL-911)(*4cNdyMUEkMu
z!WYE4%xmyc8`9=<d*BZkY+5_E>2n;&6&RRcF^Lj84Q55TeOU1<+upu~YauSuif>&h
z*w0ddt|O-KUdDMOkGBR~47tTAbD1)!u)K6Z?O*;SqY-8?JD7E*B!M?IRCMCFwnbeB
z8RWj~WiMlgLTmi=aUo?x1`&RHbk!`{F>%L=0M*sESqN68@(Q`9a;K`x8NZh)_bHm1
zSB%4j6$+dfmhmlwD-`ZeR^l$n7P%};FeKzk84yFHQ!<6a)dJeNOqlXBW<ZZ-jmTTg
zXt|fSF?Ogs$Q88$EQk?1!7kE{4G>^u2$(Ae)p`U&A`m4FzA-3-yPa9Hz)8s_SuCT`
zQIS9{!+O+|SA5W;u8q8)!WjG^A2s2D9c$ruqMd26Y*gQU8nH}1OHcW`-2PAjkX_-D
zGJIASAb<u7aMwRw&@bUT01Ll-N}fW<mF8BsLCQzwy%b8}?CIV{6dr29!1l_ab`F*A
zZA9TA{qvR^zqLbJqFL}^G_(=r+EmsN*+fL#97P3eNE>Rf5jR9)K6pi;{+(`@ig1Cn
zz=%R3J<KHNp-?CYs=`7k(GC$PmVsO%`cl`1A@qHxi{(HGk;HEfVhD==6bip#O7GZ<
zhdia7X+z5J7v!`F+c2EV9Bm=<;+~Y*%JgZPwLN32yKsP`pj2dQKjWCq47T8gLN>Xs
zn}zAfGX=}wDmodhyeXTwVS8k^B3O?^9%-SBP?LvTvk<Zp)AV&9YE>e|*jK*tl`#9-
z*S?l{T^;yaWuYk@eL1tjEXE3Q1mxDsfE5}r4jZsx8?$j*ME0~UG6oOYt%c){F+0l~
zA1#e_aeZOp2n^0_$oKg&2qf}BL-}5T<#fC)k0DqwoJ1<fvK9%LY-Nofmn5KVIh@**
zdjus^Y)wP1Rkr8^CAxaumMa7hn6)J^cCTnt@A{qC)%HM3rXcb?DlxB9WR%k%&E=Fj
zKBv5*#yCkjRivZPVC>Ig0~0YXkLHE*;sJ{#G_o1o|9I>73-0#f7r*#Wl)FW)TZO3W
zKZ6r;ImN<)UoZb(0A>`!@DV+-m{gvESMpMiJED-nUfI#S-^aa;C_Gg0!9wMO)y|>u
zTRVW#3nNQA-TY?6(SX-#igJaukc)oY(`RYl^^QfKx}q-`clCIP9yAH~U@x}F2>*QM
z;3PC5s_Om9CXZbjgjNcu1qJXv0x6(`S1^UBnB&7)FWSTk4T>tYrWWLib&Uj41hIAw
z>2&5V&JL-mu>coC*A8o`c-X8ddj$(ZUr`_A`sq!IV3-46?i1{1!`7X10h9nr@5E${
zL~69`!&XwZVhYG*gyqOtGiD)PCCp+{6o@m+A>vhkZ-B9&YMSn5{X6ondChCU_C+sx
zk$-tp#utPiyv(#u3BQ-IEmN2^qn+fZfe~i!-opqPnW<%@M0F!q-9$L4!IQ3_odsTD
zwGRpyXG8pCqGRGN|CgVLv6r`DR!XNleI$XA;c66(oYG+|yd;sZ{JfpaRMd__$aTV^
zE)*ORTY`97a7$SPJMHXbG^-@uZo}6|ct+luGR>smHk@Xb45*xfW{-(`^q;fn(JQ?h
ziD7e9+m&!w_$9p6IGNPX7WS$D!#QH>atbH)8Ijw+gJy$q1P$sX=749sm0>qVGX}T|
zdP<b<l|!gGgvvwZ=WXYZ{-0nu@)(sgQ_I`uB0c<pL=545q9aZ%cEVf!h;o81CnNV4
zcX5ASA9f%yq#zF$7C~u5-2|`7<o@1jP}mH=UU|d;5U^+Ti%57S_VZ<pHac=^A!7jI
zF#;wu@d~MKx#bp&!enQ?MRZGG3)z7-wm8aev489nJ4#AH3H-W(Py!3S#|sgKi}FHT
z@dMt95@AOu-XIO$Aa!kcqFIrA;57`>X9Vn0j;laQP`B#>6ERMLvF0VRRU!taps?Fo
zq%}uSHBF>_=}TYw@|VB-6|Z=Olm{vF%IW5VLJZ>!66<Q*!ABF8iCPJTM0MUoUh<Nc
z_}H{wN;IV%znw9r>LAa6#=v?G&<5tbYb_j(t|Rc4Y>_)el{qPt6*7LT_9zb^F*ERP
zsXHvS_kt~oZbhM2)T$c~AyGz&SCmoLii^hxL^xHgvgH>0P2QtdzHv0DVmv&V0v(Ba
zgW0Xx4noatucRg&*rt}n<dtu!8+&yvf+e=DbOzwjOq~>h2YcA=1z!7{9bBU+^wv)m
zcB4&lF67!gAy>08DxAv86k1DrD=qI8w;J&{)oWy%dUY<@*4^e0HL}(DQ_dIub+j3$
z4E9Q0?)f`;Bt#Vvkxx{-74!lrujKn&mH6_-Ly$yQVViIiXZqE<@Ks$gA)FS_f|U#}
z7C{lABaw+|@H^k{bgH5S%-49F2MrM*zWHztedwoO`~hdDfZ=J-HfRgkpZ1~MXg^@A
z`I?|r<9E(<o7Q%PS-;MkplDW1>t0k^Cf*vD!H5{~*1SZI(8?6f7n6;*3`LY1DiWeD
zqOyj_7FT5$$_Q0av7<z}LaYNlM;K!wA(nQTfRJWNl*p4_@g@jGRPc1laF(Y%?P<?>
z&U2po+~+>;dCz<P^Pm5M7rfvvR`DB(x6%ZeBe3-5n{N*3`qBsp>nNVP+;9pAxf#|5
zaFOe3cVH`np9D*BL%LTe405aM5nBe8-6yPESrV&2ye(`4!yr7duE&WyX;!_|qgNEd
zQQ@u?2VSJzA{Qu#LLn|?-R<S1!a?Ou26d-ohoXC%N=Mq;NIR)QuQaGxTn(*wyPX%~
z)Fb68vaP)NI#A5f@nLT>!ku^CX&ZAWyVRN<Lav*H{#=2AO!o{n6@L*zbB%Zv+4zgb
z8I2kFltOTjDlApF8ujSEnXK>-?z}peoVOhV+bf6KIaI#45rv2J&s)x<JFO`ZA_{DL
zsz4>I`I;8*Ng)N$@PThyQw&58yahmDff2M39eEVQ;!**j7El+j_%CQjZ&cLaaF`~n
zDWL<l)a)Ekg+W~#iAN1;O8dey_nErTEVyB^z!JD%4aB^1y{vr>Wf$2GHYW$fSdJEo
zk=C9uag%lTrE#%Ae@-l~cf%0Yb{5DRyuK1+5c3n$#Lr?~c3>Rmj-Xc%9&cI0ke1N)
zLmx6uhXO0ngfitm4e-`b<E_KOyh5)1KRkp-c`+)%NhmFR1=wdj>sbH`r+5pkWE<jE
zg|b=@4XvW(n)OPvN^}&-JIM4d(gs^AYYJ?_$AgStZCp16&jq;0vX{3Ns*4QrDiSq3
zu3Xu37dqGxSQg{KPArYm9>J%`QzK=HLer-_#E!j|ThMFWF;)st!J(aCSEyo0dnLH_
zYOoplN{6C!Qr??R<GtN6mqH3d-J)odGSjASgz`$9K@*l+g-mKu48{gFBe1>Uh8z61
z!W_6hqnyr%kQ-^EZYk>8hrGUM1VhRoBnRO#Ntop|BzQ(+hRwDq9752!cuV=b?KH5H
z>7jNGm7i>(l0*7`L^-RnFmtIZqkW|ELlVLOOTiu<B8ksW!I+51f?6Zr(Lz29l=lix
z<b`}9Jt8y>wxtowbtrswbwCF;eZ5jps0%uJgkKrqB?f}6--C!9B@fr)VOY~0(SqFt
zdO}ShCF+73R)8CH2$=0sKMvXtHmA7Vq=fDwB6D;h=1iAyg{wQ)2=K0bfvzr$$Eb|N
zO+xvAFD>deJIK{Fvls*MXz<Dn#-rO6cL?1Z7?1ci<a(tFTV*u7?PI}*0|7nsbDW_f
zS`J7fCwMA{*=Ild*-wA^)4AA<H{OW1^3oAB9ufCyL`8I!YRB?vA8Dlpw@@#@cBf%+
zOO4iX;|do9+z@hVY1BPt?a?K}Jnm$$CCDhp2X%p>l2Qs&#jElPA!rA`gV~4_@#JNK
zVfwMU6tAo@@VadPUU8r^ckUcKDyKkgaJrM(4t22E*hbUiR_*kBu$?K(WFn1duql|7
z(?nj{5u?QPZDT=Zd=u6R;|*R5{^o?5srg>xrx#y*F@!$uagVcgt@R<~(wRWFjQ@nA
zfWaLF6kr_)<Qj1gZ*@&PCLu^(p@BKkNF!8u2th}c&-{=7+wGjU{X_caEoT7c#UBBH
zx-!fNQ?7>K6m75wg0K|g_$HUcTTu{NA`;Mvd&NZ<f_0)k<bgy`r64mzr7RCeVn6Y)
zmPfGNCJAMBj<D9Xs*iml<53|Xi+;7BO-%_D(N*u_a4C){M>)fAO)3>bdh}-u9L;^g
zx4->uECp48s5@%=+zwGr?z!h4(Y4QK3OFOm9prY0FpSkZqUuN^#9Rymb-S1qz5=pS
zfCWI+9PyS-yp{H+2;D6Jn&Gjb`)9(W47=PQy#Dog%e?R?3PsnySOq7AsibfhV4w1o
zr%0dr)Tcsj_?42Vi?`h{fU``u3Wc~XZ;jI|EKp*ZS}F4)@(vCM98U6ge{Anp)bD)f
zJAeQ8NB>ovfkv^`Jnm%T2?{C4Tg29&!ckMb7L=2Cu7plxi$BsGK_n9HC?`4!ToFta
zq=F-8>cRoFV3x=ziMMoypF0`tjBHstYQ62%@hJBElR~9Ue4X@?c$|@Is=*t!BSX0o
zg9l!gQ37b9AbS-O`KG+jG$h1cc=X7HIjr4v`Q?|}Jhr8C_7vnk<RK3!zU{X&u`!?0
zJ^~C7<e>mvL++N83e)szi(HS?yxJ?<7S592+la!m)ZOYFYUfb-w(d56NdLU$tm=rg
zj!b7kopji19qmR@VxRW#0%GDZKoEwZ2e9CeuVWD!-Z~;NS<uU8MY)_Bd;8Gl!oWp>
zB-FqWH2GRbT3)Ylwd4iBT_cET{n3j*7~uHEAO!VRJ9dQ>Y4xam=msmWg>I<SCidEO
zShoQ2ul~yLjKK|w9m31}B8H_#;`cSb@Y>RBWxI;yOcT|+PcSgj%`MLB(eTVS97#=6
zvv@0`7n9Wyo9LY~J19YWTqOoc6NC*+lq(K*LM7}esuYdGV8Lyl4_pQwrAS+_ikb49
z2tr|27<28l*Sb|8N}!njU>2llx?w=<pzTYOrgFqKB&QgP-gVbqZfN~&2K%svzvC6{
zJAKgATTI~Zf?LKx0DL%!+&DQ1-N~pGj+75_<!dcvy)3j{<t)fGq>*W7;ny+2^jH^=
z6~26x&xM0)2jbDv+uk)b2;H06ay59Swk<c3vxtE;RH+$f0Tnf?wUFy5F|ghmq(}BQ
zP8--p72g`aPd0hNRb2&$*a4aK+$~r~8&dG#&^+a0A=q}kP?USoMHg`mZ6biaxIcIj
z4uUxlF;e-Y24hsB8e_nX)HJeJv>d^xX@Ne0oiepq3#rjhhI=!N$;?P(4x#V3ncaU*
zBRkz4DnHcz3~wj1+u!l?p>~*^OJWiD00=VRt#4u6z)6J&<B#)|K%77hSO5oa5fyeU
zIzo!3kQR}k25jL`T>-7P^lcB^7N&x&j$9+yErM#KCBTcoUQxhFL<L@Xb#-SvzJ*=e
zV!n0&Q*?@f`f_VpY-uEVK}&z|=2#Kv%Db=l%2&SPi_9*yt6h;nO~I`ebSL6PS`#F?
zGvKIeYTDNzfl!?SukP>@JR#RL0>B!Ze$CV{6gsNtNDY+{m`hk|@E+B2WOyXz;!9s-
zD+OC@lop+WEv^byMX*nP@{^zRq$gc<)m7JAbB$XCkI#JOGqDtJ#k~}SzVrhu@ZvKC
zt#xxNmNsnG;M9DaJNuhD1PDGc3T6|G4YLANGDwVRSg~bDFbN=9)|7NBOJKVGNHlcX
zRyUsMLV3W9mfd6;p<pj~N)^_4=##H;YLG><0YqSp8@xOTZc_QCK$EPayU!mLXiB-3
zQ=X2t{jN<O1+k+!meKD>_Axb*1;(BpXJ9o>S)tyQYe7KH8S&6wRb7<MwUvMs0$Zc>
zt)~C}k_GkmHeAfD(J4{x+${uNHxlBFkP8T$1s>{UFCUKKvHZ79z&73vaOUmaOlq(e
zE#s}U$8eX<RG*f&nE_)JrF(~}aN60)Oba{R9V$Q6{&rN`{7!fCc&Hur7w|wCO!?a(
zKkmSS7zzEjEr#F*Rsaj~U=hp`0Uk8LBk_nibOd-PBtGoJ9K?vPbxg)LpYwV_SE-m*
z8hd5n(cw!+ipk!(WN=rYil%T?xC=N&0_<X4gm*d^l2ZWvunq=&_^aYt4{{ayNk}l@
zD@;Tu#=G;*J4Mu8Cg?~+jkn$3BD}5Jm<w*fR!1Wy?%Xj)_F);<2+X2))K#u`g<^6F
z&MA4Xq{fWW*z01!$h*iD-}*62Wa0qtKoGw=R~{tAu8~%{gtO0jmOBK&?S%^$uDtR}
z>GjuN55K_c&lR5d#3w?liv<w&c=gp+L$~qhjzO#iOA2ny)O>j;_vEUKAj6CCM4?AM
ztK=BE|9xTZdY=#vQG!~~kP?py6M3Kjjkq@)i)J2)S6fU?BhwDTC^R0LAveIHD3)%K
zTeFkacwJML@k%>})HtOBxA<u!k!>B?eW+^|3bimGrL0y+oa(ip5i*7H^>_+z=`b3F
z>{;WrpkI$VGG7DG6y)+&-=UDpCIU-HBp~CSgr?Q8c3>-z@U>#0IfDIgI&!;GDB`{3
zl1l^|Ts~sBrjS7%aF98K2%~~Z(KV5YR7SPM&Nd%&rew&bE>V$Gm`?hK(sbxoQF_Wa
z_ck&E*y-+2`Jwh_Mmw3kohsb>382st`>_dg0MnN*KERiy<iC7bc;=%RNpMd@hpq~7
zM)-$O2<)%6D4+-66x@nV(HO71)s6rXNKq7ErA3&IS{ZbWw*V;A1VAt(-a-d`n@S9<
zx^{GmDgse&=>x2Ay1R}TXxN4%w8Il8LfA1i!GNGTlIzYzu_3`ML2t)_0c$qu8advo
z-mxO%W<%al!U9NZzGkXl=8{nYxeC$P9XP<^u#qTaG>@oz>#eskqsWt$+zeo>yIe*?
zUC6~uVX6bgwSe#yc!jbs3#UX(EADlB&|e*hY~3Mr9ib6*+08X9ALP{dL-2|(bI(G=
zIEko%Hv)KsT(S*xx6}<0I6&lyw?uV$?IQ+O_<YbK^o^`TSdu{#W#l2X7JoFN1V(6v
zT)>ICJ&Nlzu8TNXv-P5oP?IY0YRgQ$Xj$(HNko-NlX4BNFaMxmB*vLE@<}UPCa_Ln
z9<z+;WZ}g|t2E8@DF<Y48kmw=HWHm0jETrAH(yM1hY*@LrYi-=73lI`KMvBdx53tB
zkxMi1v_Bobrz3Z+b5R#^`Ilzv0$XIT9mh&#c0dF#3JuK71}V_3)(&~*(P$^X&D5#Z
zNWE;|s+H^zPa!q>Rn*9i!aQzU+vay>bllJK->y$mp7LpMC$nwyEcrvoH3h$3;R!7G
z3Pu?5Ef)DYF1|%JK~(V@nBX2LK@+w>H1`)6gAYUlBg|?6dq4f@PYZDYEs*-6M^1Sq
zDB%*--wXgC2-^edim`DI{j?x3HUMC>sr>bV%Lgg;!loeE-LE`N!K6V7FCiBab!PxH
z?MX})<tANR2$*49symI-qz|*et0}>)SvP)wH3bbO=0dtj&=FIBZGdGim@U4Q@n}3o
zg~N34c3|tS#s?rm`tWBlQ7)q?gkLOmvCw^j5Epn+mmfX)(T~33iYr99sH=pU>VBS<
z0<|jmOql`wK{B@$%nR=cM}`uBg;OZz`%1XHZy9f469l9YcrSIsa+Dab6acHMgzsYo
z;zdQhj|>KNx|dqhtVZadjk?+q+6{6&%4^D7f|l~r#WpkD1yX6#SF0+TN<5OFy|%g}
z^x3MR8qaXDkt<0mH*qp~6N$GhL*$i^ts3PDw{L4xzcRWuD#MVM`XxdLnqV)VjWF^G
zQPEsPxnKL**X(T$1-bUXDaiF|i(EgS+5DP<8UzCw2z5!TW%smF;vR$OH^i0F5oz0L
zGL_Id0@kVj*rG|B(`=QtZzCScMJfkP86{rPtY0nckZ>Nit!?u&zzPSghsvkHoy@k)
zv*a89$<#6W<u89(3@KE@QsjX?&=5ok%zO@m3Bq6qEL&o*MI>P!-xqNKH8fdA%!FBV
z@(7zK3a~;-sZV&ARib5BlNYICBYw&#*DuhCoMF%-eawVhb#c-q17$%kk#PyEgpMju
zZvY}*np#r}(!B+9!L4m6ua-wawZW(b<8;izAPvTR^(X_shSwATmavH<My9BhP0*Dc
zh>VLACyw65u}JIdfT0{rY}I8#3VtsGSb~$TZ5a(_krQ}{4A{CN==R{c>#pms5nL>|
zt?ee^@sEGJ`viG+3$Au?7;N>cFZU`w1jO);MUk*xtc!yQ0ip`Dii<qrfHdC9D1_W(
zs0+~)2!*2A!3APO5-E(}17hd`!2%{iCLW6?<Jgv61FM?y=q=9Fi0ak#xYBXq?Y5WW
z9+n@)Xr{AGRje)rK{AH-Hw;ozEfuG3`noVwGirFv&f|!Znfnk`hD}&0t1?>WltMCU
zRUGAB)rB;*43%LGhA-!&*aC58jdkD<hk2{1IbQF$;|?3%)t`NJI&$Y?fttMNLQ`O(
zeIjtxz7Sg4zgn{Mw|3%NbZsQMrsEO))RoyQYs2@sKrnvuI$6F27ZMtkxr416k0kIa
zr>T)z@VHkfoGx|upd<HCr_<3+hW)?sjc*i@;*zM(M=>(siA&v(B60&#q!r>q3K|22
z&tYuAF37^$=oFI+Q(;gvE5%qqgEhTC9O$8hdsjI1h_q@I+=5|&sA0GzkYaLo0%{qa
zlU-}t#7}S4H6$UlYXl7<KjzzqLfPAHyG?kEx58<4m8e2w3`Rv)AGV(mml&Ag8G~se
zZQ_VAar2U5JJKQ>y0U;rhmlCtsl-I0*}w~fGGOa1VZh>BR|?z90oD_^x=bMM;>5IF
z-a@Vtnj%{_584;a;;nMXl|JDKPq^%|%lsb46s}Mpix*e|AB?qc)!4^X173M6tmVtm
zW4M75A|*P<&|PkN@irOc#)rX$Mo=QrGEktUUZ4yX48zTU6wnlUMTgXNwT3_1Bn_-~
zhJLC{%lM<Z*1V0P+Sga`tjZvFMd^|l2H3jN_wy5sB=TEg4}MjTc+IX68tr!29+fxd
zNf~E&o84G7QBEi%RhRFrjMfxtDovSf7Zi-jOdFe8)Z|S8-#D)cIx*cX_`nftxQ03%
zx&5tzw14}I7jt>hEO=_OeZtgPo;BoKS)FE82bMw`gLuWZgJpjzd{Q({qA^I~Gr^@p
z$n^>gO$|r~xegZsyr`@E-y?D({K?eCj$fCsju*ob!uUXj2*lvpID=_oKf#^|3PXIz
zz=iKzuaFk6unVQJ4msftz94r2+2@x3O)W6uD#{T^#7r@#k9{N*bK<Jl(km1t6zGRO
zRP+eT^d0B{Q|PM@W8oBIu@qs%y<h$6SLvv0NUAG@Zmb^Oni>%X(=kG0CSWBGysF3>
zKiGB|D|L+^njPNCL#}8RV5N`<whRJ{Y$e1+W2xI1g;1<qh%2(~?-L+VK;kl%kHD-*
zmAFZe7rx>u>f$P8#%E-!0NuVL1i*e!gJPhjFG%KSS<I}_((0(FHJ8Ii$f|CzxoV_B
z51s<BaTR8}VNgOQ(A}Z#78;Qu9EA(+$@R3)B~K#PE1tWhR(0c5Ad-4iPA$gDc&sq@
zucVGb?%emH0alO!ZzG{L!7ZL75CIw>mc(9~$so5uN&#>ymG2CmO<0&=@s{a!tfxG{
zQfn463W<!Sw6ED3k$R*iWflz@5}}~bTaBmhG4$Pi_uals?PpPer9Xt+DR+yDw}rc^
zfEdd#odzAg{#Fpf-9aUeX**;N<$71*-!LLFRwo(@efNsX3Nqjw>YfF;#s;%1ZjX{3
z<Rbar5LY2|pDxjFV$M<CDL>TyNqAN=?VK@l@4fema)AhrP!1&ov8Vzgpo&Y#$*Dnx
zvx6;S;0do6!E$_zvWO}=Jwq;v##l5%V9}!z?1e#_1PQTGl#2}1l*?cvt{MPk^mbp0
z{2F(TcS}G)cd8>W(n5_>UZyJoG`0iXInei^4ak&9f$<ksDLjUE0<dOeYKDij2Jeo-
z<%SR!Y5Q9^88-={Rsk)JF@;BYmcdd2xsX^aDg|3Hzmg(b-}uG1t`34Nc*+2y8v_Vs
zMt2DQxU1^|;j0S-dB|mdfMsyvk+O;kYfyE8v|a$*AWc)bKPM9pJ0iVmBtmgVNrw)j
zF^+?k`|x@x3AuZzO9wHAjl4dIliVK=I4op=7}jm0T+RrRypmc19q~%KZF5=+u-@uL
zztU)<x<ZhF*7_Rc>Rm4+>PCPN3b{jFq?K38IHhIew-K+oG+Lb|#{*yfSxMuc!OJvM
zh8pB%RcS%5R|%|Xgno}EsI|I~X}+=4Fq9ZGj<Kpjvon1ekA|%gJoHnAKS%Kq#~s8u
zj_g6}P6la}NJqrF99GO}kZvdZ*`(Hx7Q-FWe9C>r?YH0Vw>j-g{h1|S)7{s<{`Ie|
zB4Z=@!cyI2XP+1wvzV6wTOFo03xRZB86x3=UL1B)k;sEEOaYfvKAl413ehj*DqKOn
zkX(MR#P%8-u9g`#s#r(b8AA4UQjvDlRkvXr>P{oIL&4yCl<}zXrX$rOnMRx?b{)?J
zOb+Wxft!opkOwmbjW~m`yk3YU(85E=f=bAWPQqZ+RY)H*Re?1Mgx8ZE?GT^&;#(Aj
z0u01n*R5hyY*be}uqL)d5^=Hsl|E%^XpG5-irC5l#3NKX7es?Pf?szFc8Gma`|%cj
zbtI3w_-v5GOuHumUSi)Ge|NV1KxWDqD=o4W-ot4EXvn5tA!Wx?zl-4>qk*K9xkRes
zTZa_nN_`YKtuPipL$2V&pMD`N5y!fu^?R9=z6SAAQ+kx|v%;e27u&rmPIeWH!$_`8
z74>3l#;jifGl08@(6S|S8ahx|n47?qkcM|hhLfqdS79jNM>1HUMCuU}5*P`*;R_H5
z=!IOb;uYmcC8LT$jf^N%Vled6oWAm3<%A1sT(C;`GX7vuwM@s`kgHsVju4Kgb9t#e
zh%L0;{Of6SpxDS&sb51fQzE15Mk^(af5uEFcy3enad?Fw<uYSNEqD|hcE*VwDK~2^
zYZg(>QA$jQKl-uEzjTH$N+=uZZ-4vS+}{_y7En=)!53^=n`(!&JCE_U5Z5a|*;pp=
zDv)BVRK$g=U`u4Q?Duru#5akIAFM~b@~;~4GHNnB&S2Ck4ag>I*p}P)o2hlN3J5$m
z5`L}wU&nHU;PoG7O@b9hAztCDLfm%qEUg}Og+n<^lRwF~=ojw1rL%PKznA|ON6IOL
z-_$0*fbwTY2Z4$`ZcA#XlJd=^ku2S8MmS?LDJw3@wH9yzCOqBOwBQz+1WSGAa&v?c
zd<qLu3#PD_C?QZO?&a6w#w6InFL;Vqg|c=CR6?#0x9AHz@sI-8iX;(($gAa+gE9rR
zkk(_@4sI2cfT~&siTRl6wm~}thXLH3gB_xlN6PWmTS2vv8>E=l_zCbzjUQ=ISAcCI
zCIwssZ{=MVIEmmcDgN)GyITcjiMkAhflw?4mi9}Tn*_|{7tn{62nnhRyC@L!y0(4B
zGoAsPAk4^JJ_ubj1+ZA{&fIyYH6gT?sZpk>K^RvTx`oG@vV4Z8m#!(KP^>|L4eDAr
z9>EvHHk`dHg_9{h&;gcE6BgnOKCBR0C^X1LEmDNZvkJ`cFn6OCwWRVyBO|p#lYVM-
zRPT9fQB%mpPyEpr%qow!dY`COhEBZY-~@P;EU@07SP24XQ(Z%<>zQvul_r(Xm>Xfd
zWvCHEmG_p&Y|ZGEV{VIFQ`T?F$Nenvd~}6e*R8+#&2NmKJxxa*iWTAyeW<jQoXCzn
zCCY`_qFkx}x`Mj}8S#S_M63Xdw`Gu1MvA4NinRQQ19DXXkH|-c(<w>hl@Os$9#^WO
z>S(Mrg9LLSvG`eV&L$>kI+oAzXQspwShDgKXuELc4$Bct#v_H%oK@a3JRoCo6?bqK
zY&D436sXD5LBdEY9h?T|;WIVL+rkDG{8O7|HJ&I*O?5(T#0C(Z3agL=$B<S8D+L*R
z00*fnN~FR)uPk&F5(?r~QLYrhyoKDzCKXu$9VFr&09q-_7Y5xkM0Jf|1(=9eQBFwg
zqQD9gU&JaB#5NuSKx2hsS1>dN1Qxz(U#F<zt-P%Wx$P6+rA$Ygf?>RMG#IDR8aZNv
zt+PhIB+?p>`-GA1RE=;1X$x^hv+@(u3Oj|G16%oSZhajfq~I1I>42w@6$x3Dj*<w>
z&N528LS|>514wJ4R^UZoBheke`WJywR|G4L<#D)5klC@tp&(Z|H7P!0vUXU{u?4WU
zy)X$7q<dw{iUpC!f)5c=0iTr?e->ndEs=*o<%OV8mvYpSA=njar1DCjH3V(ns#3WI
zwH$JDx{%9xb%&W=jSF+haoe0xN;oVjFU4U^si-NvG@}`$$0;<V%D2ch@-1>%jIgc3
zlx38FOlqP&%wcUhz^l-FvqR0&)F$|FNnCZ;_pkrD{MT_sw#MmnP!6_Au$OspOkl|=
zoUjjn_``v8uee4~E=}Z7R|sK(OGLX0JR&Vl3R9(GT32&|7T$-hd{)?lx`CHZZG}#Z
ztzsduyow?#jU=4WpAW&iOJjB@;9qTal$blavAL<WtX5X0qnueRlYG0&evl^$y&`P@
zdtmY`W*Z<d^no7SNe79_+X<t9rNNe+ci5<;!YQw{ElWeO@@*Fy_n2&zsS)!9E8fay
zG1CV-A_=khJ`Qksv99}AkmR|ROt^)>92u7Y3bL>(_EHev3aA91QoL0Q?qJrcSwW8P
z5(6qJK%ct6j<?zrVXE%_!74jITW-J<B-6x0s5cBP7_9-It_^^|B3?17!5a^R8oy43
zwO$d#)~5ZbE@+!t_s<R&ZH6gx@7_RaUSRG3f;eL{Ft9a3XqCoTku3~@r^wcof>d4!
zeu5-&ifma=25J340_t9U_0_^o;b`}_@=AREOWnji_OXxk*I&qqkm|ywVHlfEL0CIh
z0fhA{xP?=_(7F8b%QX(IDta^{Vhjb<z-|^y&0_4yvv|GjZKESeLD$JNR^$c22Oo+;
zImLvp3WFg>7~v)gQJrufI;sq{Y%}>#qkZJ57lk?^y^TUCE6fe~S6t;^2&^Nb-^#fd
zG$n9KwtyY~;ss(Gskf9h#d8~8o$hqK4r&=yI)+5jY5Y(bHLz4hAx*XDctv6_&bTiP
zxsjP=C{wFJg&sw2i0TfZa7zYw<+;53%pT=6i(uF&{;@-ZuX}l`uqy?Bmy5KMx7C>x
zZtaKLZo3U&p%NiAh>$Ydz*USSXt8-XuZ&=Za7=#Z6|_cOEy$=yv`{3h7PXWW>PU|y
z$eV&w!!U&FZaGB4KE4<#D`nMEHe{%E5sr>O<0oy!_E;;$nAF;tHijj(^r+jSTlY>|
zG$yPqwN(^SIHu##e@7xPvi4TuHcf3x>BQ>REAY~(yPB0J^s7=Y+O&wGT%Xv8Bs4`W
zK=ZN8XAuV3aM;a*5K+032#Ld%50P-m(xWc!2{pAq5EXj|eU_}{Lqd0|Ac?N%2YRY&
zR#OHbDh6lBEi^?-Ex52kKlISP>iDTU{Zh8L!dl(A{;es2I%Q*4s29MYK#boJpec<&
zH`L=Zz=l>;1Pny8$QEN^4dNU<VK(HNyK*rnvL&npwnT=AUB#%b0x-~l<$E7v0Tw4+
z+u|z0SgH8Lryq~F^wLWov5N3D<f^4R<MA^bbQ54VR09*-(s6tU*DqYSpdH+H53Db<
zHaoT06R|s?>@=~T{b`j282P@Px!u(#^OQlr9=4fbvyH8h+3NCx+yLltD^=0aU`mE)
zmhdB8MBT_Unkgu(JkD!*38U9QI-VPe!lAA?0x#i8Cxvqjgk?O^=am}N%Zz6`B;#)i
z2C!vs<7^_$BI~KEFk8{-l|qLan-dwDQm?2rJ1wiF+@n#6Z~3qBn}`hLy3`fiCQ1w#
znxGQp_>_>w<~%!cvDe<vxHuX8Tq6+itw2<C3Ya)aWCq0^VH0T`+`bkGuN28}Qm*P%
z?4@Qr1ZLqk@P=HhrskDqIc%CiTM1>;X&7Av`}g$!_HUQ}_>v##NGQ&F8F0H~PAji~
z+TM11QwYt%){d>LGOJ?mvNP7-Qk}DcVPf^mC~=y5OO0|6228?tlE`W2kPdX^_zANX
zB@riMX~?CfsrI1^QLBnx(Xlb0$rn9Li2yB1^uQJ_3|3Ya55;~;2=@;NMT6pAU*#N}
zGK%6h-fGIdfrGeX&bkoB2TV~b8Y2cugP!idMD?x(tgHov)`DSVrej~}OWsPUZU7K%
z=`A|0IuW!6r%nOLHA1MA*S;!7qGduyFAfxF@>YWdu?7IM&<bceYJylNa3#gJ3QgHt
zj~eeSD}f=#CSp-v_rhBAbCZCLH{N(76bn!xl#cLK28uNc+R9bIXN{=h5<p!oAh|*c
zjZo@zU|UBX^J1yN3rOr<mT^Y-&|pADU@_*kltOx^jHAt?uQ}@rQ^3g6ZP5Y=g?oiU
zVtZ47BTT@MEqg;y)D3|0E25TocnLxN@gLR7H3p%zv*nxidB-S>zCzOQWR&Z%_Dx}+
zr*OzWUz)tEZ%jT_p$y5VcmdC%!`<K-w732{<5Acwq`Dx}yNogDx(RN_X<#%}@z$iY
z79s?1TjVNKx9Vk@Bj4x3Jl(K0Vubvf7xQI5=x|$ITbg_BxyMZ@Nb)Re?Gy44atm(V
zDmd9ixjp)5(v(|PKYoGj-FM$@Y`*%1opu!eDy&69R7cKA0G4C&%D?{W<^QE+gAsW?
zh{kjhKCY3X<)NzvRVM~4PgJR-R4=Lsvm27Z6!#h%DFBAkxXPIFB&*uqgiVk+@#rlh
zTLtUOm=@aRm!G}bf|goMBA+s|t3ui~9<56vpV(k_k(B~Zt3xat5%-E_LA5=$(~i2e
z!~WKtF(DVDICw~rLX&8Ug%Of>10Cid4;pw2P?Y&QjzIw?V;bI~oSRjY=I?@4ryC=)
zEj(HvD9{=;eW@$FBw|iHfe6D$(?$~CioLzk5h}utu-2++AM4cBnnkChMAyV;b%D1K
z-5|w#YPqlIERZ@HJSxN}uu6(!u{xZ(B~X3DBQbZ>4ZnB`q_8<LZDDOhMOp!^)Ym=C
zQqxq*SPHWmflcEN`+7H2Ex45x4~t-3`2sIHn+vlG>5bWeB1(6`!U&E<Q)WX8q}&<A
z^;p#kI$30--dYs;%qU_JHV6jDx?7hGc}&*bf2P*<9yntHfsp_e3?pFxtUQJI9B_0*
z<h`=Zypqw>&fB&5qol^wGBSfHZt*xe^Gc>M@E6|1We86Z-f*#K2~*yZoTzP|jw;Fx
zi5Q!vNP|>TYf@@NYa?oDc1vAjGcP46b74(2N3#G2lA)UpWzs~dE7hif@k&FjM-$=Q
z3UysO3}R8lsMeG#xy`dH4k7np4|~|$C%Av;Q5XP0;0B3OA*BZW)Fm(G<gFZ#mlc1~
zkyj`!(B;(PD6VSP5n~Yda&10Ntq2)HRfpdKTCXUGqqHDjgE0ZdAwn;8hq}UD2Z{+I
zt+7do-OGSXCq-9}rwbkXoc*nc#j+eSq=nA-nVnASB4g<(Tk(|Dn$6SF&z4|7%Y>W&
z3$r8QUL1C;cj(WCX;)O;&a??N&d#8Re&H00xViWi`b3Go*?|H#U<du6OngWRz{HIp
zKrLs-TahOoGB~rdwnf24$0GN~a5N~|gdGvG#*sm}w^p+%mQwE;ghyQ?B=%Zj&0;m;
zsY{<guIl!lF?eM#P==5~M{_Y+b+HSbh}N_dma)!TGnK)&ZF~!oxT+B+3rL!{M|o<M
zXk4^_sD-IzAQxsus+V1M*>%@l$2bTNp7LJxOO~5hcMe-bW32mF!WU3CHIXo$o4DR}
zByTPZ&i(>&_BUqJWJWWR(GiUI$|EsHreJDt<_or{O=Yw3FHw#3kmS@w5z-K0ThecH
zhC$^X?OV-4hr&c*9UT`e|F%UXCz0!wy58<cEYhQ1j5c?h1{IPDwO~?QX&fZp@*R#d
zAO%1h-fs6c@yH|iR5D&!I|{iKQHA6z<2W)~>gK{yb-kjj`XJX_I_3<OH2CH#?-d1R
zl#<5DCB@;Kn)4Pl8FM{qnH_w9i$b{rFR(r0D)7oct6QdrKJ=k~_Gioet^2CpPU?2c
zFpv!Zg{FWeEOe_N;&sc)zj!Mia{MwFi<Yqw9*I|clixYnc{(3dB3M#4_HyA7U0`f+
zlm=Cgy?R$z%Rmt;uo`vUc$gsS3dIX|T`$B~8657mq2Sh|NSK;*5G~^^Lq$<Wvl-Zy
zh1W$m+I1A{F-u^N5gCsaN=FnDi=}QEspYoT(CWIN>kFSG7E9`T%6i#db*G)B{^~x~
zT}9<Ge$5w5@>zlv*d>}0sk$QI%TR+tKqubA0shYY1z`LgnXyiU3At9mHV|>Kf2WxB
z@<<jquK!<k6m{RLeM}(s3^D+wLfu&@=bZ(`e+`P9ArboYs0-XC5Q;zao$nOf;tJ<9
zh(AW6HO(TqapGiwC7e1<%u8Lbq?+x>kk>enYSRQGZMBpj9^8?_+9lro56d6iQV6ry
z2&b+Qictl(u5G;)aN5<T;3ff1l}kmx?p^&-CcWW?8~k|~8p~gP`Q@%;UF1IIF^}<U
znpYaZUO}(MwXDSBwbx!tUpw-qY~lEwygOk>fM4kFoPO6725&#}Q|>&TZuQ$Xc9%uh
z0#P!%!oIRsXZy8Pq`^TgB0u7lx*k;#S`Z{usM%iCqsJg4tvgj}Z5o_Rue4(%gs=6%
zSo`G__Q@%uYkg^%Phl_rf<Ad&tFD%ob;|n)*9)pF6GBxXUa2CLPlv)G$%QF%pOFSo
zU5zk%X3=}5kTyqyQA<jPD9>mHU~C94to3o~hVWnhW%=Kvy3zgRFMr94YgR=>!X?zQ
zjW53VVpj)<8e@gBHrPcMUE~pd?HmLy#7)g!H4Jd$oBUL?jI@Z?r#)8{{D_V)Hd+dP
z5S64a^_GW%EeAvi=uk@`9n`I22o=7{K!L3oYzv{aT;ox<N1F7FN4)KqHFMmH+^B0C
zSXrqf1DumyEn)G0U4D#Xf97R0!nW;6g`^d+b6CDbsl3$Nq(=(WD9_%L+3q^4W~*2@
zYvh;)TRrM}-M@cVEvW(5qn&A}e&xp~D=0t$F{EWoctkL~innltP9np2>w{Nt1$2T;
z7l~HNLI_h`M0DOc)L_=qSQI!V@+brsnpJm*tp&?x)tr*J4X0QtT9)d|C%;h%*zi{S
zVmv$v@_HAw;;kzM@HcX)GXh<ynURqrBxsw3!8=gQQKm;a+IQB79_ipJ{Xi|RB)SSD
zP_(xc5EySKSha^mw$LXd=rt+Rv~zfbW*_;;M~W-J7E3`DT_5$RM_qa4m7q%ejs~QB
z1Z)XqDSZm`)zb2X3m2#<l;W*hUs1OJ!>(}aWxg<r+W>ByE+rtBZQ0!IoSnwI(O`={
zKC7-mn~-?)mbA^<fgY86J8IiKIa@L1cB5TH?5hB>)vx7JZ%Ht0AF9%$Owukbuo1B&
zwSWAy#5O$3BQ@1^XTU~lt2bYTDQnX>*<lB&$jMXq3r^;h@snDbpt@JQt(Vn)OOllo
zdZj6~l$fu6o8!#aqv?CqAh%XxbA{>(ocxZ~PiDXR)vth8-q)+qYDWu*gpl@tBN%ME
zs`Wdp{3VxMVw*_;R;=s9w{sBq(n~Kb3>IB52uI^e1PQwYuwy~bjRCLcwlL@}R|$~v
zTqXRP14==d8fS+H!eOJXS78}QZT{{Vv?JqDkHTG#-64n;0M;u&o{-op^Ad791w`GD
zi=~CHt$wK$H-$`L570?dxfNHU3QY>^-0HBcwW!Lh2pxI5*D6pT^yQ^xtdzHE>5itB
zx1tx(HEA%ETg^IB*g;@y?roCBsZF!POz|Fy_A?FS5<#QjP+W&I+#KkjOq2+KZUcO$
zBPSi2fGNJUE*8Za5%#xIb_JMAtqUg0ASW;)q`tH!%7smhSUc6F#i-(5%F5#;eQ~b^
zwbqy^>eh}i8;M{WVTkb<ywsS1R68=z3Zckp{1DpZfQiWCA=rjr<)#U$)ChLrs!Vis
z4}h^1R^qw<+=RFQ=rRFsu~7*%?dVQMt^QU43|%#F1R#Z6Pz77Dt1AUAgQ#(s4jRKR
zAAwNH1-IA>%c>|>MK4CqP}USKtUKcilF^u1x&*d|`|1%d(c#5VK+u55aBX}bGRe?m
zz(q~Ps>r0^Et$<}kF~+t?E^sDPkACgVzU{x-D|h!9a54jmEZ1a`F8cm)WnH$DYe{C
z`-G2pRBnfp-mWh7hjYZ-1FQ*}oktUFYNNT%bvK#0AJ1<I`*TvSXlJNVGc|)T<xJ#}
z1sFu{hN@h3%Im=Yo9aGG{RuAQ{`}`Z_mwJk@>>k#igg818Oo%5Lvbj(PBa^GOQF?<
zk-{&Lx2e1m=vE?tvEt|_BI2anR=T?Ef3m4KouJ4!n!pv1xm%GEz>0`MuJZEUsxH8g
z;xP9VYY`Y1>tZa@hS{Ksw=fH;{egr#gup9Jy!tQezf56v!uWOdj;L!9+a6Nu%Yf|9
zXf1TxK%RYQE<0nTE>qJP&3RR8bhKs((rFQ;R>6u?tL>^~GVGOCQKv?TrJ?m?ddDiR
zrX7(OJEG!kx825Weux1>ltVL!Lqb3kD58@zSP398O=JbOVoP8Ypjsn~Wdn2?b_jX|
zNnt95nC$eVDT39D>W~YJQhDtdfa*HM4Y8<5Seu5ScU07u>Q<8uP*ZS4NkCQ9ZJf{@
za<Mn$iZ-LJJ%+k)iiFM%yzLN?HmP{)6&(Vq0!4ro*-AyTI7R|5mLe_gA+2wD<RnOF
z^FR5?%hiD$F1ql22a<@2lTsjsT&cIv3bSr*Rl!nD0m2HU6p&VxYp%Hlbt#~(O9@~X
zLTg7~hGgWdYSnlvT-ez9^~y3CJX6>S{FH~<IbB)`kbLiSCn+zkQ*mU$@kW$W5Cp0+
zqJ#t}xENgP!Z7T{s1i?<v~Rt&hdl-;p3=UxX`_c!K9RSR^9yOhFKp56e$KzV^-6h;
zsZdGP<rVq_@Np`YS5g-SNet33lE%jAa;_Al$M1LlNi9tcPE%Fyl~f%i#C%6bc~h2A
zj?7+Z!~i@RxmwOgf0~P~KmPHL<=NRQ86~Le&ag&I3Xy!Ri#OcX7QU8(t&KNVxI$k{
z?p4UOc{IY6U=}&K71tA{a#%5pN6``2lYw9C?JWZ1t&0d;C8~oeXe;FJAncX#h;PZ?
z{LS)nxyQikQM4?A4Y|T;aje?|A_Kfh9JZ_Dt#35b+y;lU?rdUH&BkNH*+nw80nL<I
zRS7#w?Ur^$&B`kwZ5uk)%UWpG*44gV7^-bkY7Z;4Of{(SWVWKwYP|O4Z9js$QP+&D
zngHIT$!2`i1w8-+G3)|Z02EUREK!aiBn81F9dM@K2fn4TMpo)`pIiRxVOC9W3k!6J
zjMa2e0J(S$r(FeT4R199p4QY^sb7p0n$poGY~rMTb!SUBJs}rT3{0Eo4cds>tuo|l
zR`?CMq-Y#<Meo~K7hrV(ump;UXg1jDt4rEqRJQ~H7V!wuhF@2vU<<RbDZWKT#KTF!
zs;zF%_nEH>T4Jn6Z_!o8#hTj#TvbJh3=|jTLaty{s<1E^a$P3S1X94)mwqjWL7J=$
zZ0)SRed~rq73YHENzlSox#tgl@B@$pUiV8~GzogY|NW!?K*37TKP3D*Q6z)3_^hJp
zi9FHHFdUN!2<y%+wOxt53MPPz+fh6|528ac%{Fi-o=4l>mbTT+t9{;n=0Q<6SISN1
z)lQ+uHouf-si;Jz{IsKxa5`y)X)b<v_uX4x+vYj%I9kK#?b_H;qB<R#Udf~&vo?Gb
zS(&(UGc9ANG8RaD>n6c3Xl&Af#pZZR1i;K<7GNcAgge{7c8aB?9(`5WQ69Uzl|kL!
zVz14w1-u1G<m}5-Q??D~61d{0Le3~Jqfm+uLs~2?g2mOqi@h=)#k61g(wAHm8y?bb
zsjFNe@Io%&Kx<<6CLYZTk#Gr}ZomEZqQp|{Vxksk*f?NhM%#ux*?ebLuz7`M9RM{b
z1B_ZzNMu^^TDA}}Og&51LMtJyrZz_+bIP*~G+4e~bjMpws@VzVSrre(pT&w&FoZ8L
zB&H!)R|?`=$fX8}P$`JTJwdFx39dREi*Io<y3(hKx^$%S*r<I}m+2KytED?6bP#*1
zDFpVYcYQ&wO=2gg68W`nR1O8H5~J<Dq8nN?MrOzbWX&Q~bS=sav&FGuT4<GrT=}`A
z#Z1(7Q!1t<GN>yR-v(Pqw7uaJSKXf3?U*S*1x9!jlme!}RUGRVE^#c0$vi?~m$WMS
z1;lNeS9t4{a=n13P9a+G%pj<Xs8UCUi7>mJ<IF80wV#E-you3lm>>S|hb|Vd(c2&y
zKk*hny#iIQ2w;-Pd&J!Tx%?JD2Vm)g0QV;VPGsVCO=(U0_^bthMOUdj6l-K;W%E(u
ztsZrqepNhTa&Y$98^CRQn>i1%Z+RTaI~2C_xd5H5<a+i$9ZoS0GQO~r$s_ok#>e}n
z{i^Sznx#Ovl~iA39o>@Dh+cYIiNc(Y-|=^k#;n;!PT5<l$(U{xe*NoT`$&OY3RaWZ
z@m8U?TBC_eK5fLG!U@}^AU43-LiVS_U7?bJtxS(X5u`#z-}o39KMP+umo^1IU@K~p
zfmwz4OhPW$LMxF`HxUbwp{{0ywe}?Hj-au70|L1Ob4EnDg}7VfqOR|80#iiBhBtSn
zV-~B-GNc2V8SR!B*t*OrTLr5lWjZaeKZ&{)g0w*NRcyng-;z<N(>9)0wwzAumwqLN
zRNiBaP?I4_w5+;zblr4ZqzF)<FXV!1ze!<Qv94%S2GbyyfS%YD1{3Ztc9jC`64b8$
z2S&<7Q&o`>mkND}TG*Iq$|Klf1s$KpVCdT!LXjLW5fV`iOcd?>1z!5b<CQ_$KNQdv
zSMgboFbh@~ORyKNy%i@9a<yMHD{e$r6eVb;Q{@VgR;sW+=)yf25_M%Fs^At30oEoL
z+2SpVA}#c(?lWI>inm}Z<rlCF$b5mQrLGuQ24iuR8XXy;Ws_nzqw<yqdF)W=qr(Il
z)3)b0_7Yy%w0<ZtWk;tV6D{Ej<6sR)QBDegKq^H%e4|G2O`e3l^wZQxyj@WHgZuo)
z4=X7J;V`bdU|WO?@(EBR8YJ?{jf7fEmLWzMlx57w*dT~2@r5=&HzDnRh3$M!Clp+#
za&!}GMoLz9T>eymV3(#6j=3X2FPF(j<WG`3wbHyPSK>`Xo==gjr&}75&l<MDbGJyM
zP%pJWr@DGK$e;f7r=nc{?gLwy3!D7pCqMb!?|%2AAN|Orps7Y6m(SYXwoP1hVGFZ9
znrvVnP_7h2wxu#IyC@JlM>}?ouOw7l@%f+ORHW*{)>mqDl@a>VL1V8dD3?K6U8@DK
z9+4JxrPPQ_uc(17@WL;)6B&cIQSlaV3}7S<dnMeBy3Q2ROofF-hNzn{S&XgXp0#Mb
zJPzL$yB`OcGVCnfL2k=|ftH5-mkO&`L7F<!oyBUs+IU{+!v3+T>@ka_>sDVE2?awk
z7-}+vjzVoW0L_}0xg#OK219g(GA@szN(7vU=Q2S#5*7fb9Ak@k!P6@+qyv&DhjsF5
zxeAa%F|_K4K247xuM2Un&GXsMeinq)64pW%gu-~pwXalH(Ux%Apo(VUMGCV*K6%G|
zF)hsEHYjN-k$15mIMgzzLaR_#_zJ2hn%JcZy)CTmEr@|01(*d=8NsJKocdi1Fy|T;
zRBdvhFSTL}J6y0z)Av3#ur*G@FjQX+_%9+YaE;-r)4^Np#cHEvG}SqjejO9?25AaK
z<A$mbff>Y3cAutkhZG;NANVPR0$?~T#W5w(426;fN$dU*SOzXSszV}|-y(Mc-AF5t
z9-#)Lu&H9Wj;ljjOcoU<lx2p!qf^CbjJjykmTvz~cp$?a6rvvm!*)z8k@`Oz{ns0e
zUy16b(@_$H3!%p#3P))2AO_Lk$PSsej~t3Cjf3ZOd}_!0JSrRx=W&g{P%Ss)@-iG&
zA!lT(U;N@1!dmyY!0T#P{`bHCy?N0D$&lqspEq%h{sjk66~rPc#ya<bHx5@WB}%+i
z#e9Pv62c}yR}Erj8L2ymVJQWe6{f;09j~BO8ieDmDy}BNH9i}sE?grJ(JY+eD$dBb
zKv06f8nj(0&?FR;+sqVP=Rz+0cCX7U>;_ixiXEa~WU~{jMaIwO>`5x=l~sUE{M76K
zTs!tsIBl6MLAy)WjmLl+v${2FrSzNQ$Y|eSiVCDUjj=MscA{y7J<`-2HI@fe4lB;Y
zOdNx$VpQdj3x<d)ML9Y$M7g|_CN@H}w=m21(Eu65X4V(Ii#Anp!eY2K31~wulFJKm
ziKx}3aom%kiL~hC?+UbxwC*Jk2CJ3mMW@h>PIO>a;g+<>HjnZl7v)^rf-Rgv8Hj;o
zx3Xf_xauv5uGGo^X}^)#&v;7&t4IrywzrT~IS9LC=qA>k1AS`viM^-`>4pKM&LbBE
zkZVZTu3Q9bU}glN2<*gR3isPmRT$9e!vZu}6}o}f)O6wQLY`>T^7#g|jd=&x-~v7m
zZE0YMrRW4KZ54QlAww9EPeLEEz!UvKr4%89WL$+r1dtM%Qje8TKv7jfYju^VE`N&P
zu(vez3%|x-kjR#=aT8u33gUyD!sfS)&5LIGdheugSR_V5C?w9By@J)sbr+Mh$xtL9
zhiI<|9b#0+rds|v1~eWH=&?fiu-qeS4;c)e>*a=dJs(t3IfpePSMfjl+0X91_g=^q
z_Zk&e5Uz@5xM!`ok8R^{UxB(HH>lcmHet67UMWw(TTJGRx)6(sLhTk!5#Nt?OX5Dk
z32y%=2U{t+(nny0UO_9UP9A3E5u3;q57RHc4YQ~Ps<F!oT1SuOg13dZ0ofycd75+x
z{1*2{T}#hm1*KTWhQxGWkoCga$&`83vXNlZMj|pA)LIOeMp|l+NK@A#x5(Th;|J&V
z-XK@kdNd?;ovPNc0mvAkJ<v8VPJ6>pn*zrKPd-jCkaxouCWsQ@7fT}~9SkHGOW@8c
zBCkql#SJ{c5Y!S+f}thWj_6KPT0mN|F!$ph2UXp9#9KkEcJvD=m;*J%)iUscu9%P5
zE{fHnhEBp-qC0H&m?mWz!_YNRPAF&=Y$402P!wRn4RQ-IJtCwOb-h(iFuBKcAkHU0
z%Au&(6-dEWXbQ8}Uw^%QE_G2LLr2s~jexEF56&(zu#p{%#{}`y!NgF?4au-g&}m|(
zjESGZes1L=rOPx+V+tJ#Dzbo}8upz9TCiA7G@lPX83aGR3f+xsffw-B=n+g%7f<A&
zV@KLW-r@`pAr;?GKrFNtOirwrX2^mg8TbV{wSwm{|CWp8`vq@Qr>SeL*`hWr*B~}L
z@3a3oAdj%aG0iMG8uTb5)dgwHQoSoo)-&N?GT?1$EVfei2(#uz=#T}wE1xM)-mxtk
zp0uix;V{?ZgIv$-<YR?YAuKE8u;!&5srIdxx-1YD7y+y>(E9r2+72J&c6sZM!R$cy
zQDIiPMK0=cM(8Labu<GesKTsUTz7Y_aBUtxnfao0Nfliw6v|Sw8>JA9y%1fVTB5b0
zUoAsAut2ET6~0_DNQLM`MmfO7Sb$Y1PlsUjfY&Qx-GQ0~V9nAe(3gN4sKT9cB@D=(
zM5b3N5;hFE%h9z8_G&hyQ(zV%qg<y3*?yCjVSKMJQ{yd`6|_Z(zGe(MB@ISlFt@(e
zk!HKsal>JWMdY^Fhzx~cT-!H0ochuyfIvJF8Ja{M`hc!TGNvJz5K$CoR|r8dP@Aem
zT{tD+iMI}GAO#t3DeG4)AniIr*ev4JzPFf6O~~g_T!;BmQ85;&XaGj5Bg4=Lz7cey
z0Jh?Rc#CqtWq8uKYMk=Lr3ePFU`u3_`=Y088w+J26l~!XTH)8D4E8EfE)TyLEA(}9
zD^CZ9DadzS+}Ml(at+%!l@l3X1WaW7CdEoZT$6=R^OZ4Kb7U5{R^4bDiLRN;68Hq*
zGQ7a%7isVXUTNo#^MV7Ma$&v<7XkKUiVt)sgUk>LYLuwxRRFPnh<w=5GKmsZoX}Sz
z1;fyXfl+a98Y<~Pu4X~i*3C@{jW~jMLkZUlxmu3u8rNo57NL9Cn*t`EB8}EG7q<S7
zCFou7`VaT{VX^8uGCX-zD5T7u@@g42BaA7Od#r@%NCwZy@@xpR#4FXc$<8d6k@+dl
zE#<2G7ZA`wbZVjP4JUQT#oNU1u=c9$H^^099&hEjiKYOP*e4EUsn)>OVa*e<mw0sC
z124ML!BYE*8XBvp&<2wUxmqY5MrI#b5bZJQ;wP43uiM>3v@Ao-EJW;HS=O-ZGy&U0
zehSNDBWxlVBP3CjK_aI@Z&_(&-ooJ!>Ma>H{M2&fm+IXsHc^+pHlbBH(Idu6?K-Ji
z>PB5`$4^Hm0bVKUDy-|$TBC1Z5!kt4_tMlF`f+wB6U1UH%3&QJ$Ey*zP>2j+5FebF
z79HrUBO1`eTTB3}KETC|aOagclc=J7u!R&solX&6{N^qfSfGXuPKuCG#TZZ*X_ceB
zXjzH6h2riRfXFonkm9O}#!n1V3jiBtji)bnsXQ?}j1?lHE3Sg7OeN3?upWt#%M&3h
z3AQLFQwiu5&?0Jonedp$EPro+w~u(lBZRfyY6Nmcxyn_PXBHBxdqi@*7`8c@ATcSt
z752CJ83#@wmz^2hOxe(^&5>nTUaCaOylf&)aE99O_O>nUIOf`UJx3;hfD8lM3Ri+I
z34N)z)VP15I<?+nojpcm2v+n8H%?ZpI`TkM?8U456`Fdqjd_h7o3rF8(j26&flh0|
z9BD)D@O&5^#t-!yOW}^_TAQRtX>Y5mBO<SmX1rxgQbpJ_*-B(QmOq(>W%e;sLRrhk
z?@EE_S1*RqdRY{HN_a6i2*5DVx1s&eT`ru))k`nE)ZX@E?q1|7<kW!BRe(ldQ;M8|
zTieWLb5h%Qj&Jylx`7vR!!N+9A_kULg0yZDY&k5o<pjEPfL95$dR36DQ;kTytxD82
z9W;YAtRt2f?gDS2FD%>D^2!lXstSQ(g?78Qbd<L}U=!uQ4cU~aLdvMs5uj^hQ%i{*
z#jwtCwd5)5T{%!|O4``8-#C?M9HN2LqS&a8MJWguT^DR?jaaW%tph?@2|HsHB5`4h
zf&g6GqX0}01yfQAeWVM?L}<u{b<&6$Z=sU1Z*xTQ2UJ#H3*bPLf@V=2JqYUhjz(RF
zwIdZmkz7+cT|&&~KVL6`x2`OJ*IT^<i;6&Pzp3aEOAU;&w?qrNGlq$2jhrZ<sn7@k
z7WV)aTH($h<wrb*Q!y$Y7SrNtB9slhuqmSuZxK~oK`vYW3=D5oEJCK>EdgFk<_rCC
z0xWkAtWXBVom0d(*_N$%6Z~2WQ!`C=up$P`k{pBq5g3;3YRhV)nuwudFNfmD1x}V8
z8#!!TUBanvFaKI1e}_ln(Oa_6b7g56<=$3HI-2R&U@LSN>UyQR#|kS!?5QgQ%cuf7
zu@|XM3cO4qHMQ(sUI4jK*Bo;kPGQQr)3uqZ6`*hxY$xcAjo}d?2cdg2fSDLZ(qqc1
zlc=lxTK0<O4r9Zt)MQPWorA3sLU|;cR8Ge%H2b~peXk$R{`sGe{%45)^iRuwR^2a^
zI828@I4pWNPyMc8hlJce|MTTP&q!=S2YtwOr68;&y$Z`51RP=@HezPv#MO8!^ZCzz
zULJBeCNdC!73%_KAQi-_C`D|dHL&$aa12o?*Rnju5*Zyyi-AKf;>ApSgEc4v$%u!d
zt|my(#%*0B#mSY(Hy16-(-&7maah*4$F1m*j&?YX>C5PdJ?*g&4XQC&E#)?wfwl2M
zu6&P%stTNnT{+r-H|j!hVY4M8cC6WHtrOED=HnGS23~XmJ>T5`#r;Vj#RP?-P${kw
zRX~ygnjxEeMX7S&f?Q;?0cwW=HNA*e1FxUnM6Kdmi|d8~LjYV0s^gVr?Wk@oN(*AK
z2!B)*4cb2;SEgeEk(3yf)ZiPEN6nf-CxRitY1Bnm8EK@I_e%T;rw9g^Wn34yI7L_F
zOaf^sW)gY)l%laNFkA~Rdl7gl@&!&o0rpMPsPs$6_uwU$T!Pr{hjr>ALU%e<BJcLb
zKCy3Q)HQcE;XVWH8Qa6k+BV7oS)jsy@d5gx)<9K;z*N#>unm~@3{i1pVev+kN7|ul
zFO@5C#1k2h8sF4A`j3a;FwPv30M%QXs@t?Sa}kTwc3oni+m`z@J62x?V=iG0$^h^f
zoXbBw{vX2bo#(GAJHWUm(@`bqqNE6-j8Y*`f+&WoXc=6MgRlgmLTHqNCgMXxNs~4o
zA_dVXMHHqO4R-@FU~FSBH=DZwUm(AIp4W?`*EX|?!#?}$%i3$N_3U-d{{@EO1G+z1
zh=Jj;?t20oc971<s5=wUoF<Nd7;8CJK|KYPBRzH1-Xn!nGMAx@`R%vg`qk{hg$rMN
z@x?cr_;UsSgyK`DPB~A7x!A`URFsGC97Oe}2yvAM3Q}(4Hsn?hydhVBFf8Bz6l%dB
z24X3w`e@MS0v`}yR<7%czywzzlxS~iXjMizU9{0%*$6uFQjK--NDVP20_(+H%{#bL
z13TrYu5r?pGsCQw>84kGO<^MQ27gc0xTd_R&E-*tf~Cc3)9K!NEtx1cVESljM)MMC
z$kLl#z2HJ%^$Oebga7dm6svbk5C!bzkhX?T;%%Q7B*5qjvpkmTlF+TO(Ub{}$qxzE
zx#A>7DU=z)Y@`y`L{5cHLDj9su!hpMJ79V$(<@N~G>;-4=-G7OMN!O@l}TB>4oll)
zapp1+PHJyJIUeeIU-qp-d#uJ}EY%X9Vb*B0bxg<%RjN@oQG)=QK{_C4I6^moqMkz1
z0TFCH3bu#`cLWAumNWBYz=X{aw*y-Zl=Wp0`Ws)326}1ljn6GHAjRaa7UE<v9UyB1
zyk>MYh#HEy)yvh^@Ep$UYqomU;MJn|?AfydQwrplGDdcgac|g!1y3V@xW--#6#iks
zEugs)l^(@Xv?N2(Dr2nczKv$pXk2%bF5qrox8~7)1m$V0e7#U+H1X6F$k6AwvW2M2
zbrqx*9GiQax3#piAckWh&MjdFQu+F8PrL4)HiE0s_8g9}@jP1gbUzMdNU471xvEUe
zWpI5vDO{D+eDu*rmoH!Tr@0p|Ui|8-ufE>?muG5F*OwFd5({|k<qY0&q#t|a;wt|U
zfLsV~fBDOw{#D;WuC&J>Xag+p0-gl5cvQT_G-U*X%{b;3%Bu7f)3B~eX|QCwW)STZ
zkRgMuGEpFEbVo3(a~+&of*Lx=JVB3?f~t(Jp<XjH5=zq0XzCS==~0@iL4Kb>Ts=~$
zeM@U~T83!1F&uT_*OiQ7DXE46TF!|;N$N#l%p^#Q&lL8^cHk<j@>l}4QUzkCw2>_7
zh|&&91vUEWVh|r!QOk~m#K4Pw0oFcZS5O5CDIBE8#{dB|zzS?}Sbgn1RquV-o4A5U
z0Z?D#n8g9@ec2ZS9}1p+`f2%_c_9=eO&uqJ)K6~&Y<=oPT{U#j44moaN{pr+#9W;b
zA=d~ELi17E?9xlRrIpXE2nJTvqbfb+v>vst4Yz;Idt;_g0rO1&Lcvo)>#3_e)-Ads
zq#D*>2ZN}GYx$}+x}&kFom}kfG%>q)L3^_+dvx1vw`r`q26o>u#F!qj3`04dTw9~7
z5tz=~=v!~SWlR(Gshq2P@WBU?qA$Pv()+1c7TwS)(xV4Bz*G=W8SB&l9a`evl--Uj
z9RJV32P>dc_DGjF>2@RT`az-k8Khpd_o!yqU$yTkkoFW*c`r}qy{>Ww30^5K2zw;2
z;NfOW4QnJ;H%n`E>uCAEga7i3nnTjleS^W{P&7OS;d!dCABt@?Q`vwXDH~zNPd(;J
z0ySu3xK9=mX5(vvt6=;6_uor&{VlZp?WzqESw0cDz~T>hyxDOfbS;&2<%b-e4-aGK
zQ3au7oY>;s*-)SXUj&yBmBcZ$Gz<86qyTHsinK)8w_hLkFxFRJKd<=Z-MJ5X#H$wZ
z6pb;^fGB51L-kURe$8bf_0Z=^uui@4<*Rx%kx8{Tf@_b|B(&0!;4t{Rs@JAw>J>~u
zTjJK>bZ{j`Goz`Eynz0%>#s80%59q3s#UrLUM6y7E7$~29~LCN9S}|sVqG4|5coN_
zl=Sjd?ZMoz3NQemKwrPh+Pdhd0O0Cz59?%!;@!_TQYHnNA$rJW5eX2`Np!;$Isu3)
zvA^h~jYkAARJy9s#Zw$}3oNiqA`AlKMwBoe=kZ7-!BW^H@<2G15<ATyTE?rHN?K_Q
zr1-1>ok5AV;Oq*>(5eAmr4r1l*`EcJr<FxfEY_*%fN%}Dl!sQRB$L)EKx+cU1Y=2M
z^~NDqEmJjxtiu-rYRJ!>4wjZs-qZjqf7T{|D>EHEweh7|Oes)9M_D~1z^sL|Qp?ol
z<BvZERd!%5PyN}6Z9Q}5OvqIb#nH^Q@K@j%F(H`1g?JBEYOa@Pqk&!x7@t8BK$Hy_
zCl%Z_qcR?<kHcD0KxLT#W}@q~QJAuNyd}I>Gs2n4N*y-*BCuQa+8E6g`i6Sf8_EIc
zu6^;KB+-(pKO^Zp{A8Iua)-&Gbu821u15B#sjb~DRbBDcn+S>;nfL_lD=z%9v!`BO
zY@f{5M+PW1qk5(g#nO9M;SU|K#wGm4LLYMFw4llZ`4xv$-lI6)YU34&#W;y{%X_ga
zo`ghKECL*K!dvhRnBb!(a78&+a6?oAxkO{cliB)6s0@I02R*8mMj9WTqy&wo0b(0A
zPMU>iug1KPZa`Oap_7iT)YB&3x*8{KwKSvAD4<MvR}yKpA#pg;VxYAf6Jv4Jm>Rem
zpSFh8*zF(}QSn(XT*X`bRJIF%Yy?jUmdXm))=q7H`d_BdfZ7<VJji7M_BVpJd$_|u
zziNqPe=UG!a0DHgAWwq@sT8&-sFdFVOLXePBf=nt8U%Jl9yOJ5OgaY_j$kl^Alz06
zCQe?o$8)ringYlHnEqk?n*!AE#eia(`2z`{)<8=j#ok)#UgFmaJD|l_=LNzCUS(6z
zgjUp}JZ%AusN|?_t&7?U7B0P%)=FHHQruzh0e1g<eK#PSoQVjt5Ua*dQ!t(Grj`aU
ztUqIBSn0YG!~sEP2B9kBP{X{`pe-XfhJ3TN91FB|y?pvcRIdXHc1?i$VMT17J9kdt
z@Hal-rCSEr37Z>$5;_UhGQ$9cX@fx_4-13Y{mXJF7Vn<+LhY%_X{-SFDi!F1V31-8
zlWqh(xTudm;G;@|_!%>~s9V<?N~0N&Xt4OZiTaVAcAd&Y1&UcUsea$(hUK`O+Li{G
z3y#k}e`sAbbJfP`0CQ>r?|z(WAoPV7UT|eJ!@7oFhE?xpveTzeJ4rwJ<dZ8`uDt*L
z`<_CyJ)*fy6!q8z9fFkq;H?k2a$0|pi>s1ej(5u~x2PeJwkrZ_<3))n5Fm8$9D*nK
zBO$~$yh19x3U{yrM<@hw>IZZxwbu;mfKFpaK)<j|cSC6gV%(JgFF-+=UZ4upevjC&
z{j5RMG`Q{tte#g>NiXLDd{M^2)oAHzC_2zhUnA%O<1`^gASP-wSIVf-SeVFEeM*&T
zT6hC`N|4sAYpY{tlWIc&`fHDqO!uGLzb@^O2I`rPFrzOCV9QJGl=w1*7=&Ci>Zm)>
zR~N`-f7;3+{Rx4BpjM7K{j3vJ00eoIy)xTbw~2Bu*KSd(TYQGEfm>-XydbTsdW6A1
zNC8#k(ExeS5^z*X+Z+MtTHfo60q{!pkP3$(H=H7>GWMdk1_XYM0LUI0pBUEFa)316
zLLz}gw}hUK09VXZsU_|iA1(bNOn5RoxE=69?jFB7TKm|95!5(|RO)4LE0UK=$mOE`
z(9TB#AF=&(Xn*ZB_rqjAiuqRHmqc$Ie8WE4dTzs49g$+qCOS-Qu5U-^s>a^&2kxg$
z`^yQrq8cOf7VkK|;X9XgYy^&h$?9<!>v9h?Kn&bK00OfJAkrf+6eze=>Cyfv<VIbO
zV8IB6!WnTL)#FT+)kB<lWvU4^qzA49QdII=4Ujbm$5=I_{K2(K*F*Jnx!Lvlp{{9h
z_@Cfx39SNVY2HE<M)vq^ftIYxzOUQ5cg0wSVlf()?#geyjGQ`kN^<L4(ABF~eYW)#
zSJ@9|{v9-5cgcI(|CLxiY`ucrF5??V#noUNS2-$|<EygYL2d;puBUzuu+jMgN6N4G
z2{3XtZj<M@ay(b{@r^r;L?rbn=L15ZQ~2#~*Z*8VGcJvR#2`FbdzA{haCM&`Jc4Nc
zU-w1;#+vD+fo2*T3fXAriie}8(cBURj5UJ6m5o4cy$oVNH3n%3nz==9fne?EXIR0a
zvF?COPqvlo5_m^T!6mZHVps(ssXNipQ*G#@UN4puo_v^l+iRQa6Oc+zHIBD#O-i!7
zVFf!o$izTQ;s>pcODx5rL?w;^7nndw99AGU+AUGg1(77f@Kr}x(>JIFNlBeYsEcec
zYerxMx^h=^LQZH!D%2$!05$MJ7H~ndjx;GFH73lWu1ESR8_Ixu(xgQ8NC9d<J>?<M
zi4b+w$V=%%Tg)`3(adE8pA^a>cs1~{#-6&KA~3;T7BHrfS)jGMcJydq@Rnv+CyoPx
zl2R1Mhrh}r{usme6SoptU#-OjCi}2pM;w0&-a&}0fR}P1j*8fXXNo?1$GdnM&+)YL
zoim6mymh8KWF57(p3fjNpHZ`iFo4IsXcmXXro0Y;Q9_v@Droeo3&K$B5fm#BHE67h
zW=23B2;zPu7OCWraneLEhp`)L7i`I%x0>OS${J9QI4KgR2A!2v4y$#)8EmJ1Pu*~R
z!)wj-qA;O3X+^DN;rMq4nX`INHJhb1rdw@h`B=@E{bhnK4E6f!uVX3L%4~hS_0IC$
zci;Jtd+E|8;Pu;?pGSROP@jM>Bilp_;UWAPPPyphv4T!SaJgz+H6RL*%YnT;(aK59
zAB;nI0%D*Cyuca(6HWzCysM0nYw<B{T;r!Jm(xHZD#^q*S3uKOn{maS=A6p>mNO%B
zyyd{W+EaZ^WDx5j3VAYTR&Op0bR`B?HWA_BR5F(~g#HBLR01hTx@zpIl481B7w1Pj
z3l|7RGZ)2t4{>~G;OQ7aFCr;b56i9tSoNBj$WxW(1yzYFpJZM;?g-|(Qew6x3~tf{
znK9o)wtyYHcYq#-*gJwn@<WtJumT1V39N7xWE5NhC(NP{=D0df?K}J;8^NOZ20l_g
zBLF4_qMR!pVxyWkX)Y-)x{|<aQaJS#vJ~7(eSsQFX$alDk5dnv@z$ewi=Srf8gEmW
zV(I3Vq+X{(YS57QT)<I@cekPLq`UB2*?L(3V2xwdDl<Z6@f6kRlm1p`6*RO)2ZT=t
zdjZ~uAAZ;mi+;_-TbYc!R|0Hn{76AK2KV5)3ec)78Q`(}ivPGqU>?E=)u66@7gn|y
za=8lMBby_vmnObv>$!v@m`iBs6y_2@4cDQV^8`cg1T2{25JwDYZP%3<Z+{l09%Qu9
z{*V|XQIEF+I%ASSqP}~XLFzmBl|m5U-Ln^djeJ9y>3TZDPW_?6G)UVS^V%ZTL9ot%
zYo~zvYMcU$Mmi2=br|a;0!$wYWVQ;}tKj#tPBdrM$?bn%h`o60M>L79FS@~2f%rYt
zI4}Yf+(Y7#e@0Y6$A`I@<6ceTdqT){g<J`h&5aVAA%^e=KHv%?=)o(%gbN`mA9KYw
zPd!qPJZ=Gvce&C;18n4wXbC~u@WZ;R1W#pMT*0l(LA`>Mm}AFV%|;BUfyRba#$+Qm
z2!$zW-a)QMT-{S1PJq<9=vE+5#&T5BADj)vdX#jv5UWe`;z$E6Ez<}iExA)eFXI$D
zHPDz!Y9Ln*<Mornbk1^Vw+u^xo{FpzU2rbf^{EhWkQNDn6sf=g+)&O7yY$izHwf$)
z4Rqj%ByKehGH7Gp0m??Zx<zjefL(?KB^{%#j@-j7;$gBGVG}}4>JeX(-$E<onjM;a
z|AbSILRNG|MKm)G9dxG~{Z+bRxS{aeBUjRNs7MXUbY!?C+p+LhTI#}MjnfgJC6}H=
z*UOsK@!P#vV+V}^wZ~!kuq9)!t4dGV2k@=V;4}wY-%`-k&mRi+-g__VvMmeySnUUn
zqeqX*Mtr}O$%qkI0S|;(bX~{!CS0Af@dUm%flz>GjM7BIQrQ77wC0)IfS>HWOPQ!o
zpm;BQCME}DCp9309=5;^Hw#$`$b&Zi1_rc6HwAQoeLASo#nWkzNB}EE<fT6^P(!pN
zx|j|In=bB!-vz-N$ss~+P+XTAwf(ueA-_h^wRxv(fj-?3g&r}K#xftLk~adRmE8L6
z?3Gv6zh0rzLUd;eOVd~~tp2UH-tt1xiH6UxEOF9?F|oqd<CS+MQN~5lRe^{mu_K!1
z!-7b>M&I?Nmpj=DJ_AbFg-h^AY&xE}<x8jnBc=dDS5BotoKdeYG^GP4<ZS+2EzeZ%
zX;Q~f2A&NCsx?+4e~|G;JY3DIHSoxoiKl7?xkyWAn$X8wlp&t#>vr?sm8e@9^)$8|
z4b;P<f;JS6@Mg3wv$#??Z8cyAjak4ru9fvQqtR3f3K0aP;GC#bD6(WMHl2S;OSmf^
z5ICMnX86BYD7O(8MA;iIIM^>(gB=@+25^VB;NU6xfh076EgIWgS7kM!6=&?b^Ax6#
z#}=#Ukt_J1kn|Gebm1O=NpK1D%0i6~kH+*Rff@k{c%|RUNQhdYzEoCYL+OjCL_rO5
z5(T%_D0^xy6H#D~Ts2nhsk6XPvAVRGo|_}Di!7HLThv~#7jj#pL&wPixtfJs>kYZm
zU9*_o6iyAAJ55;CmjpSjp9P6e3V2J@pzg8lPr?L<4-4MEII66GW9OxOOnUIo+eZe@
z<B??8BQ1g2PWcq?*E$;wefAw&T%Ec0JrTLwgFoayT!<*^0<G2auEBCn$h%|+<Bd5v
zFRi07IaOi=-8JT@+%?bVdsq!e5QLTqc*+Mhp#JoqcZMB=A=2gwt||$35iU)Fu<k?P
zNk<PAAU82JfjGh}QStigG+12T$xL)8tu?q|H8j+~)~&LG#%TR&W)<R*{$3E&5C@Hp
zSZXcWGdLuwlmM$?EBn<rA~a!AT(Z%kPoNQ84ZIvrn0Qg;@WPN(A9Z=AqugkSgflh;
zW}yj%?2&C%Lps5+$Sgcf0tsSv*>;;6ouEkp>kv$v-m~-~9^qKM(6YBPzw~M2vzX+;
z4;Bs!yzLE6rAKj9Uvuf}mf$U+hI&diDIIu`+1=8L=t6%DEP+^B<EXbrEx9hqS2?7o
zLdIFpEZVm;1>HGqPHrs<kgKEaI=Xtwu?3DWQD{4CnSu~d5JV!5L*}APt))t#!42%J
zmSF3aXb-TM0|;1m&pr1<1Hmi%f?V7K4O<C%@-+CB00Scc!W7^@8Rj4o9{{2li#9|(
zE_u}Jxu+$!rZXVog<Ob}D0+mGm}z7wE3lhL5?BswMm&sNu2lkN0~&#n!%qd$EXH)2
z?2&6O?L)4)3=8;+(SN)Cs?9`hDV%WEy{L5SObNN@YQ4lV)w6~I3Ax>(vBs{NVZM2d
zPk&QO%URWog2;yv<^^O4FnIQI;bX5tShgcFWMW79RZjlzWOOxx8XJeV9LBzjWiieN
z@C^-67xY|ZQ?A^A1Mmc*KsZcoy!!}t^$^NEI2fnm?fj&pfBEshuXLy&-2!g?nozQ&
zjRLn9lEt8)@YI;5;EFK{ixl9Io|Kg4p$)a6sZYlXvYV(Rk=C`_YY%_==QKD}Fn$s<
z12UV0*6Xh{OoqnbNwicSSMe}&v6!JicwnxXa?(@Z4g6}R8GEv`O|e)|wS2=?W*p}o
zD+%foCr(I)k=b-6(!P!G2<v=Ra60oDM3oOjRNg3>e3cR`oJzROBh6r$XCj{IY?kf7
z9OQvb140u42Yc#~8hCWvW2Svf@J$<N(!f=Bw6wX%rdMdHJ1iq7VCoL43Cw!)!ds#s
zVIXGl`bG!s!4N!C$*reY&4o-#ACnrKS1Zt;O7uZXH9FFV-7wQoR5B)^0J>_X4fR|#
zFrdLrL=>=;Z+mJ?R|E2JqnXhZYTQ<jxBMS7QPeKjslp*mTn%mzPwhL8v}HuN=_q!z
zch!BqDyZ?p4bTZ~f0XM*ejnztGMk890ReB-fT3jAE<+iH;3}95Sb{JrVhi#(e*s4`
z!U5n&jdD3BEGui~iiEmAXaEEynPEH$wyr9h*Z4#kC&5<726RPogQ%ol0>8#gpQhFZ
zbxEVSmL6M|DQG2+<;lEPfzHtCY9YhhU~4T4xZCpg%~-=D<7jUXT2X*yv{b1jqjlm~
zJ4qSM7=g|yqd;@3W{19+L}tkhvp5{V*_rsrBag_9B@cp5NZM=o!ZDChAUNa78OqRH
z2{?#BK@B5ZC7uKmK;Ba~H{+iquNw&Th)3}*{)x9dnG^C`5hT_G9rqSHS^_wd8`=2r
zAC%}o0khKqm*^aU6`)d?_X5<w)<P;<j!YPzLo`;qotnxjBk;1q?+*XwWpGn~UTsXo
zP&C;K-A1T72UZ7@wV<f7g@CXI^_?zs^T!6h;`%<|TLGP$k$QBaQXddZO%2eneT?ke
zf{zajVvj<)c`*Ud@WiW-RA-V{2`%vQF)qP-c^#J<<l?Oco<8-|Q%q``@CR57g;YUF
zK_w!=6dmBss}t_oO(d~*kfNnqsG*)VsOyS^wv})Ik0Pg|)>Bw>wfp8Z6xb^GvnZrR
zT?I#gcQi9<##`jHeR)vnsrLMb=NQeE!tfppDdUzhgl<HAEp>4gjHpLxniIW@KttD-
zZ)q?{b7E1<+kk=HEnAU6r2?7t0<z`vb_(di=RFlxzT0yrJIf^+#Bo-EpOndP6-Sap
z*B@d@lYm#^<Qt>1-`4R5Z)Lw=E5Hfl3Va;E5YPY+pl}5lI}1d}R(h!c^kGO4){HY~
z;8y!U?Un>C_3=<kBkK;QXk#u&1X!L%ls!V!5x0<KqBKD;I?U73;50Gsu-z2eQ&me7
zDY!acOkpT)OgJ{3EiIjOFTbU;8bWhr4UpMYIWjAwt2LS~%u=axP^GXMIw;T$T`dz=
z!zpXq5t7Ya%X{q+u`firYn!yOBhnt-@mUHa@crqLPlY9fqMHK<a4)k6z#mE)#W=!n
z5<!gv;?b>gStxYGjnX-g3^K0D1a(LFp@W;t@m>xl`rwzJ=i%H^4c?Au58b+Ob;trP
z!-6odbOe|^h^et0nv^}37!Q`M%UW>E>V~mXUM&9K^&h8AvWDf4=nm!$;wgi~`MovR
z$D||x(xg*~dK6}d^mJ7o0xKKVL`Vys{+z>hy!`U|uY~!c>kF;CSN3a1JR&rt07HpH
zVJ^k>?Ux#+>uO{Hj$;xz-}%KOmhw+H^=hfW{e-P=3%m<&Nht2>Deke1kRQC*EZiXN
z6g+~SEki$4gg!8Fi)Lz&iURggFDS!F%23!=8nc~69tbrK=m9c@8&D<?VErx(v&z^j
zi}rcM8<|-w8CP|IStpJUAik=RSWOcHVyUynXp}LpkxiYmF_#+i%4`{jVno@nDz&FA
z<>@wJT}~WVYc~itrhoio3I`DHwNk>RJ>r49R7-QYs#L&duC686vXa5I=PfpxE80+j
z<Edt@PBd3TH5Xsf*c!#M7n6V7{*zWBS47)cQH(<VgkS@}B7hfIud%p?6_8c7rT{W<
zgeusGlklalX0E_OY6DZc5FnB?>JqFJ!jyX8A_^LZCQvdUssxts1+B*9V+MC6ZtE3w
z>#J-!ZJN}W$_8|WP{RiBNhzH&p89~`1fgNMYs2b0ip{A(ZA+-}ruZVTj;?NLr62^%
zA|g7i*o2kLlFk&<(tvbOX>~N$My_kUCG#CUCHWdyDg7<Y;0_BTdqd%t{6Uz%{r215
zPZbJksTBCQx)shuArzNig`HTW3`7KiNLc11Fv#}+CqWegJ47KM^Gr_VN;nv0h^X`w
zJ#>dq?E$1X^(e_3RgTmbmce<R8rD#xsd=?w>BiNeDJd~-T~?t`IR+w|Z~z|$VS)I(
z(7eH!1=JADlyzZ&Mrd$M?o@IFFi4AH5bL5$TB&3-MD6!7@N5J>iZQ!-<C|J++7U^S
zsm-En1X0Wa)W&BhHiecZC5$GtVMGclFw1fgl_>L;#~ypkxy+y4^0%0b#)LP@T}|O=
zFb<PK2iryi{DCR2B)A7e=mA*-30*lA;-MTC0Ug317`R~?pt(hr=p=j89#mtg(a;h|
zQ5Rmkh`CZ8Z~tlg|Hx3-EwoB~_43ru$NqNRi}r7Rv;HgDTIySRY)rpd7?W0x0Boc`
zXLEw2637#4X*pU_hMwig9$5mxXApL^Ov|A>Pcw+s8K;j7h-yVdJ>TPXyp+WxtJ)KG
zBNR}hV=xDBu4vb6s4eCaTABiHU9~rYaTs49hyn)3TL&fa=He9<T7|sy$(KWwWn2;}
zUloKumP!thL7FH0krtW|$&P!wL1|B+03tvGNl*eGG|-a33yARquyO?)h>N;z;ma+z
zagBI7q7!Nn1>FykPy<34^~B&f)?Dh<)WsC$0xK#}UIV^bKCD1_>!LR9@nrc!AceJU
z)b)8G<qd9Fv#9r!Scr1zdP~rk@c(A<k(S#y=&_Nh9bOJH_VmSukr|4$i3J*G3zYR^
zbT%<>s~F>`?-ZcCK^&2C0MR5`Z91sRqZGtA5o?J6cN=n*fhE}TkgefCV{jlEkRcD0
zh2K&>U;%_g8FmmuMB^cMQVy+DQt%YAhTcOe^}3Lt&9?<nZkgLdP!YjV)$@Nf{G1y{
z0DfLvn8+aJ<<G{SDR{nF+zN;C`3THV17XWw%-say5|v3w@?4{_?$H?S;kW6`ZaTAQ
zLyX7N3`iwySiqGTYvWNFk(M+uz5zYem;kjMv?4}RkHECDWb}LDi6<P~e1m^ZuFDO4
z9^?r^M&&%pkvOM(l0F6uxy(yI1}+e+JX66f9Kk8l0w$;Gs<Kp#4zLWiF%7Hra*Jbt
zrV=4(I4qT2yTx0Wee}^sfz%aV{5;_bt<qW|>7~CnYxRCpR#pSKLWTgZBpIV<<<P-T
znny7HfQ@tmd`FVwV32DSDbHw>jJIj)>Qe(GwkW1RMI*TKF2b*fk<FsO3Avvua_XW1
zuj7+-q>Rzz$u>?1<u<%dM~&5+D1h^DN2*=m^K69)UR1M#6xT~GTKWOYH$z()CEQAJ
zOEn=2y9#_j02avdvsWoDbifyq5D?Q+18@dRWmmTWs=nyNF|Z3&a+`I2|Kb<k>xrl8
zn=8<1tcGmBTfNi(5ngT8D?2qZ(z-&Hxjf~lnt?y$@=^x@(k7IYPg(-rS{lDaOPVyM
z?l5b#G^azDHJ6Eu@2ZWtJW@$#a}mq*_X%DGo#WgOa`{guzQbMaAr0WAt{lu^hr`Y+
z8XAol&Ad%&@a&_8d3^x!6~bxAKVjTUnOFcN5Gbt@q+%Hr(MCk0s2ct-YzZT70a;MX
z%1H0LfBfV6m(B<>5RRm~mbya(j5GyA#8MnK5%L^@Fua624G2wO$5k1c@C3UIqO2oi
z#RQ%?jOC(kC$kj-99VRSI|32Bnm-FYSqGk&k>|S_N=G&NCTfTyAmR2kHZ^@H(^{mI
z3bewyAv0T9I|DL8W>mut8ZdasH7sonI~-Q8QnXUT)bymhNK|heGup47>S8)$Y9_Af
zWAI{M@cKI8_`?%^f?bfy!9)kN5(OS8HR8h<>vmFHWi`S_M_cAZqak$k9*t2@$&84K
zNN$y3mal3rtMp#)>J}d)mIy;PgrSL!1aiS#13nzLfl-;0b9MDbfL~BWT1hO%l05d2
zM;_s~Lc=4TkF>IM$W<>u__LwV5;o~T+!{@d*`=d)ob~vL0;^JwSELxN>ZpsL18NK8
zDm}GQXN2~AiG`UWkT$Hc(Xf}8MKhwAZ6bD1nE`WAW$ve$&~vrdw#g>)5KcugdrdTh
zXimsC2xs8xOzl@Qs}}fpE0&Sd)t@oIEDrPuQA#F*#VD`>6R{r_lmS+IuRKry2-t<p
z36y~tjHm}RS5n@qqk2e*UBCs2NR_L&;$EUMENdBgDpc0XQ+^nb<E>%Mg7fq=k(T@u
zMd?f*)Ft%fs1+ocmgbR4q&06z0yW%5KSKr8rVGewqWU1$Q{t)9isL~mZ{f!L#}3+k
zKFN)3y>}lT;%Ig#^F4o-aOa(O_Q{$i7Sa@*Q)VG-r~y-pGP}lIAA0B^uVXe*Oo>(z
zExv#hI@)*J%?IEPPdoyOL|k(ZEjQfW^a98vAV=es2XC3M?jUS5j52r>ilQ_jp{(-2
zRs&shGzb@U>(L~=+>-aY@=TQwn)2FkSKcd3#1}Ib4q&U&+O^jPz)i;pZuK>S(TWjK
zh8v<lWEBfj7EMAa)Eg>D8UdD#K!HXM$PBB{(mcgUEh(&{iA<`d1W8Cz(k#Z8BHC*i
zkud?5+HSdl%uRc0Gl+RRIxWH8S*g84dkT0{#x7hEYh0aka#00W(IMO67$LXtsevoE
zmn9m(0&#<4_&^zuVMgjv$)s3{q5#ELiIku$SDABaiA6eYtX&^S3Cw~aXGTaUlRaWx
z-mbfjpohTl`}pIJb8lV>ymDQsuk21)M~hOH;z~{+2$PLzWaFF8Rg5r^k?~WR=5dmJ
z2(5@3f|H#HlrciNx-L!=%d|!XZo`ryjx~r4Dow3T`^6wc8!NJKGnyiY;Xe$>-vD1(
zdr!47xV?j15y7kNX2*dx#9ng`zL6{P8TwdkDehf&-6f)(q+-7-4%levt}u_EI40%8
zAEJO!x8Hud@4%=Fv)UjtXe;BG(J&4DV%ks+Mvzc<*Nr7BS45a$U57RQQ3I7A7MW`d
zbOb+%8ht@Em0(;FYj!y{ikb-IJ<2~#VNx|<n}8d4rMAX|_xei!%hAT9)Zn!GMp0KX
zw{rwgAT`twWd!DO;gq*<LLp`&>=92><0-e~*y4`g`aS@jemirtv3%sWd~0V<*>Bng
zTif9r<g}36S7JJIOKFUV#)Ob7(s>lu1sM+3Q5!}=8Q(xW!QSc2XLOX=`Y!Q@Kdk?f
zcAq6BT7LZ@3h=8k(Lgip_0m^?zd;1{qKc7eLS%6mf?BYz09Hd?1(mrXp9CMy$tS4?
zo3Tz8dJ<&g*c{lpcrxeb`D(1oBaIumdBdX`<9o_7B1JEzC_<S<usEvhi{O$A32-4<
z1PKZa#FWM&POf4)+lQ-3IjX0cMQl;2rLvH>r$XDQN(>m}1+vB#OG8&%qZugS7<#ah
zB`X-8t>`@FvPONm3Mb*u#R%WvnV?DpmmI^b%4%G@<-oAUs@5KIc_2Xvj8f^^O6fy$
z*1#*IVhxk3;ltWksarng5pxkJmQj>TXrMhds-!2}5oI18mgTN+3cT`OU6iG`qJZZ^
zG5$#QTvf6OO_-6k>;{GmXnZp&Q`n}MOPOLcXLClgxjfv{cEmo~P^z+jX188;Hk8cV
zDoQ@tL8XxmWm2~qH@Hd*QPzNyD42^rgaX_t)9FPM)A3%;UliD1n@FD=m2O;=|ERPm
zzHN|ldvx^`SG<d2$QAouUG1`Z37fAChy<P`UA^!sqpN0;VGV3OWcmI;LawLIWeijR
z4P+yDVjSojW?~d(LRqBcFjH`d<D{qBXb)vw!!=?PWl&Xc9GDBEpvgi|7dg#HPb7?=
z#xZ*YqltwO1wwy`{f8fZh(fju)-1|Xi8Mdo^IuIuHxO2)VPbrmn9*AUuF5eK_?WZa
z&T>VbDIPf_?=p)G<pzAxbiVMgBpn#dux2zevs;37DOi`|z;^f$WV4V~df?V(*(m{n
zNFo$)gm6yFD@ePabMgV=X(zAfMmfmR1tCj8k&_GgssO*x>YKyJ5csv%*8dc2a$w&l
z_tce9Bc3r0ZVEW17>TRMkD?%>hB6$|l_z_uJ?T&YAILR`#xTWo>CANzPvb^2RE;&W
z@G^PdRV*YOqOQhz!KS&`L8uBqdm*yqX2f<7@o0Bo$0PhnY?H_mw&G6s69wJ1eCC;F
zw9&wZI#^)@WTbWqLf&>8Q`pwmUW2(cS{MBR0foG48^m^~%u38cXU4aLlxGk-%aQoN
zK(zv|<6XSH+eun-SKyUcGFnT98c?zpY{3LZAf<4CV-;3JtewJI!i%R6;gQn;W35hs
zSG!soG+91V@NKJO0irPj8b@~pEomNgEmo?4w8rtN)^VWTM+VN%fqgkKCKItRrrB=$
zMOC+^Fq*wff3`J|tHylWx-2K_xwSjiNH;2ReqD@U9E(yPdsSu)BUq!6ZGq{`%M>W8
zC1<cT#40SxXzHn9eBJeOrI=x<8gC`Kf{4SH8|2lDZ+wFjTS-+5$JP6`|E?fr;tUbU
zeO<Zx?z?5M_8NSUB<e~gm1VGhzx~Q4JyyUv-F=Y&*viI158NX$4T|*wCFDd%WkUg`
ztQ8e;W`9@@<&Z}vS!TNu+%3h0U!pJM65|+9)(WR)H?`!j@5yxb$fU;SnYwF`Vmbnv
z)e#!vSZ@a$o()BT9pNzSV^NlzhC^V;btrIqq@{UET8QzzIB+Tv?dJesG=g(n406Rn
zTafY!dtq~ZC2-L9$05M$$g_}mF41LD%b@`C(h!y*R~PMVlOvD)?U7md2A6{%fKm`^
z%22~k_)_7ckh8fBy!l(Wwqzj>aS=?u8h+svR1vrocL)r~KKx2|)wudl2^72zZzt6>
zCNP2?&JbF0Q2_#;rWVm$*OkJ&QA@%ziGmExS~RY#;Fe1hg`ut~OiEiK%`mldbG~&@
z2D;(P$-){|ZC*A3icUbmYp00#f?tQA;}SOIX|_yRz5P<qhLP={8c{E2(?%DKZ8ulJ
z69q_7Uq?HRO9Hm7H>04YIs0oV;XyFRC2LTUu)I}RFCN0O={jhP%#8(w<RrlIJ#nXv
zSERC($yGEX92IieJPLsW1O*?C9h4Y>P|rB7yio&F!v#YT-U3q=4v9vSJUCM<Ut<Fr
z$KY6`JGv6X1}NLABjc!K8Rtvcoo}|7W7UR2V4nZ0U#))~-cuGcCPGpGsh9}Un2Uxq
z=enk2OdCXp79s^D{3j=|SPJW6A!etT0ku@n%sA=|VkiL2859^l|Ku3dHkWzrSI%I&
z?V3dy$3)gkJ?`2>9LZ)OhCl!f&c?lsV+#JvfR)`6PAkwDM7|`Dos~jcjw<ABB1DL5
zNv~j+WrbWQAmHPDTw?^#SiGZw-B)m{0C#%11~fE-IAx-Yz(z127a|cDxBzXAX->sw
zaEyZuaxr!z?)s{*fV)GkK~T4Y0BPw)=zzc}?2*2_6c{@!dLyHlTPj&2f(ckY4?9J%
ze2K`H>^`URC5mO3$XuzKW7C|T#>ZRubxvt19wi1yc>C?^zaYWWc&XjAgM<(BIzcCt
zv_Vl@;M)R(Vk~VNlf^tTqeZc&?U3lwK{I2z)r-fP0(iZqQIh|}7F#@lBW&%y+k_hs
zyYH44aqq4?R*ew?BeG=*5DuXTjH~6qK^TXL&kG*0UWpn1PXZ&aHU$?Yv{E)pF~!3<
zuzLQfnX5+>OO)xUC6x*g8X7qi^KAuiHYry}U7|o+VjpdyN0y+?#_5A^ym}c>)R<k!
zxQayaC`j#*pax-k1hWKAg&xQRQf06O2lcq>>XF@4X+x!LNYc(~?-6Dqs?l`OSHbwG
zVx?>j2%fs7o?Wvd;-Iuf>Irl1p^J<Q@x+d}*vE);!lx>pAW}TqBiAkG1WB%|yV+gw
zFiz3|xYFDszDirGP|ro}2y4@U{lQ8zY5>BKBS)kVR!wJEqdz6>ngZ+bb_+KeVHPIk
zjm8YQI_eIs5?WT``RY}2<_8~q(CUa0Sl-~F(g+mJdQ4%b)Y}o-W)_xVUM#gnY7kcC
zIUL5GT4|V#v{1>;2GLkE4q$=I4w#+qZjHbdHM2UVFh2d;GQMF1BO8Gan}ug)0X`-K
z{Nz!dCeWBg%RJebni){{eAt-I7w@x>i<!1hO6C=SeZ(?wK@-4+Tm^J;m9L6%4Rp}}
za)rOZ2L$iG;jTQ>Q;l80jbMl}=Rp<B47`$6B;0>n$ba_84YRJv0`6ZN{H?F<2@(RV
zSxns#U^)t`L{u}H1r;@>wolDwm)}CJr^MEyt2hM;_UHLH1G!QrA3SAEB3k^ip}=%%
zBV>a(FTh+zN^QvHR2-P&aVjrOYzx8;bPm9o8JwTkP)0T*I}-&I9exU>vRq$oxuQ=8
zZ0H0*V|E5%ZzX28SsHL-<1@Y*=>)grMTAS(bjLS-axE*W?6v~8K``#e6Ev>CofNnY
zQLll<`ofekEuVt{8oDw_1TMK{E6~tVFC&|pR5qp%;K}3md{QOn=Z!=;ZBs)>BP7c7
z(LgL{ui(}ec<K?|Fe>ocFX|-$Ry}<*XuZ}_z5P`-h@psaQp1&=l$6idEKvp;AYikI
zV7GVjUOchCCBwo$0%Hi5@Ig`vmy{3!lwQ!Gdx&s#Yc15HTd|1%)=n$7Wl3dXcA)Eh
z)49x1IT*pxoK47h%He~p`WnnFO&|g@b4WgkT~J0V{O`!H5UY?ky0uKcjSn`CpD+ks
zX#m|E*qJVuU=SwCVm5`vwAais8;~h9!%vnG0?O2I<;k>#S#x>Bj1Vmq5eSrVtFgWc
zGE6aIKx%uWlJ#tg9ce8F_egtJk7S_~ppuQwZ*4B!B((OC$XY#B!`gP7^H?3ydadYm
z=DN1Ss(Gd$<*VYzm}Yb}H8bjKa2v;Av~)F~tHWLT;YH6ovN3HOFQtGz)!sw~Gy-Kz
zt;W*)XeeNjLClJM1ZEb-Q4=097O!wX!M?+kY!+`tIu2+9*TP>V<YEG#As!BU>Ma|W
zqOO**HRW4xz13*m>kW&0P$@;^KjSkB+y=)ad!>#@3zd=fW>*cQ%``NN%n+c=4)3Vz
zs@{xpW@FNX4(7F@^;uyPUjqaq!4}{}6|c$O@{o2PvrywD8ibkGZgN)^gFY58FY$Se
zpKuuN!CM%UvvCj3%-eH&(d4H|wsOEJl;|?PL*F<QwrZ++0pVR}OkoEZ3)?AXH(iOY
z%v>+GERWdetv&C;A8Zu7{K4+?5E419g?CvaXK;0^acEMXtBCy^hI0~?T*U|tr3-fP
z(mYmTX%^EN4MXayJJHhB2;7x_65hzGRT@xz{;8fPlg9UyZhPU_M$nfi5QFHYKJ}W*
z-cgJiiL#nKa?{O1^y2@EYuj04G-GzFU}QD~6CzRspokNLTllX3L^f=?0#vLB3y3tr
z2N2i^h(ahW<lB98QifcyY)txevRk+sDlwz02&ED{asbDx{S}+sJKl;8!GgL%33Ir*
zNa@iYx$<Gzppiktj3Pan8J1Rb=DM!tCFOEdD(kj8tPxt}y*e7oAtI?ZlxFPXDdXr{
z<{aP9QX3Ry0S6G$){EOiH|G=-3}QN2x7j<M!lqlxF_$*3$gI1Lf=D!#^cn=NX%5#$
zrj?ck?2Ap#mj74+Z?Si5PN+w1HO$KaxH{NMs6@AdlbWmOXw{acB~Efko?s(%F`B3L
zi+eC>gL4m$M1i+Fi7qB^yu66lnS%c-7>bE#qA$l|Kw&QSAynWybnt=a_^1e^P=r(n
zfRIEg=txBsVJ`5YwR}<<Cgh{8GAzh-i3UKSJ>LM{@?NYnAl4DcB{+$wyeNlp#aj+D
z$OYtb+MB_4>V095(@JguA95)GR@8=EVlEk}<QeDbU|x;sW0~66K^Q4bf?Om)U3o8&
z&e<9eU_HCQjG95NR|#0QWyQFi;vq~b69~BqgiCOE^$HpYRX*cHb0RPrbIDZg0`?O1
z^kfZ31B4pKBdZ`96Q;H_&6wK8p{^PtHnr#KX5kf-clb&{`4Y9che|%+Y9W+YpI2Bl
z{Q=6NG*EEmUHmH6@jAj`TzM3?;j{+Pj46nrK-=w98re9m>Q!=AqY)jItJgmI8B;7U
zEC)7YF6|Mi*R<?u^_uCZivn#;WKlK_|D82`VGs^h2WuX+MygUcm1wd}vi^-ZBPYsM
zN*@uYAOKxW#DGO&gbB+aj8T|of9+|62_wqRSunBPx@Za7#XfqdF{ahg%1+V8Q!}bW
zEj(8MXTL7ttxdPfG6b;Yy#<IE5l|4s)kR8~?H;*Y2wIIyb9gi(4@7?Of%IIFb9!W5
z>OIwlhT7AFJ}TLPlsq^=fG+ysuvJ@{5sb!4jL9+RjGT@e7-0wag+wdTSTkaF<0pM*
zqof870&Ps{>Q*ItqARW3(u4sO%AC{0`1GM0b1^B+b0KQvHVVwxPMJ}`ZQjdUI0h#n
zoP>vP47T#rdc})P&#$-^@rbMN4NqMK0_ADzmdp9nMj+RiIk^Fqjj0#dGAt8mY<!2*
z0}njlD}jLZ@m9jdR$h&TGf1K$G?5LE>tDa^^;T{s>OsJEi+%B)S0I2)OkYn4m`Haa
zH{S9P?8Weg1v=1!7XS>oJc`e_hFs^k_iK<0xpGtoeG+5!O0HEO{A&xQKr_6B{SsYV
z?IVL1e}n6Vu`SA@7RWdFKN>KUE29Zsymb^Rhzq-8r|cR5f#3|qfQ-G~EVSV;qE8r#
z1^y=D7IU9{mYul`-tt&SJfC!;v7YQjG%>ziaO5#8i}?WJ#F6D5J$h7Q=b*LFlRfR!
z!tVA-q2x!6p{&%c?7|K@J177we84YX-ghW07I?c&=X<Wah;IZRnU%%1-mU>^z{uY=
zzgzzkJrWZ0YGpOoaJ6zy^%}?FAnaB=5(PDcg;}!Mdm8%I=-UY0x*E+C^rtfpOw=^H
z2F+#Tc)q=`SypXFTzwJpO46%}tsxFa&8$&-Cjy~Ks=6A=u+|cC%_Xu#pQ#mai3l8K
zbfuDJB~ir`XxMstZOd=~c@$I%OoNC}o5BZpf-*HuojOHZlNyR>(*o@jFH#SN96)X(
zkF~ixnOE$g%7N{*tIANkf9gev0_;4>3w+9O0Bck*QK^>&dW4_aQ&PqVVy<ee)T(8t
za!!cjw`SzVR?3s*pHDvdBqyh^ZDK=nS)B~laRZOQZoMpKqL`xrchb_{S+&OcqNN5<
z#{QbAVK<Cr0rj5Jfwo37W^axxYzpTZ{6=O5WVEQ*T$b5}TA=z|D?g+F_vQvdoBwn8
zoS_kHz0K9vt*efPQrUTAa4T{aFcD)S_V0hc{!1prS)XIuU&6ceVrpyA%l;b8qGVQ5
zT(70Xw?`?i@W)9Ya<D>TXu>F!aH=s%U@wS4figi|^uSv*&;|quM7VMljZqh(CCShM
zwg#7BN=osTK&V3*YzgN<Mb|xYK^1Zn<v}hQ6XQ^oR4CCkDfMvPyoB<O42`)ZZ-ixH
zX;e~hWf|cq3X=ccJ}C%NCbcy-g|H{1@fO=8t_5}P6s*ncAj}mxgS{x{5qCTjer=FP
zg`oz{HHLy*0mc3T%4>yOSAnWbVeQP~qlE5U-M)xB?V(kH!Ta{BJLIZld2J*`_>8*T
zk~7<J%z5dhm(WH`p#f(W0=$>2a2tNe?JWuhIUyGDL+iB=XS6luIbGdqnP@C<crR;+
zHU2qbz}%aodX!`|4%|crF@mx|$W&JDwx_z7Mab~jg}i@TKYy6Z6rw;IL)jg=@pjv1
zN9@by{_El>BwG%$E_OEXTBBGamS(YTjbI$3(ZP%(mSZ9k4^1t!gRrYICWHkBXIm0l
zU9)orff|E|YqOYwxBU3yj~6anps+Cw-WnCORJIWu(pHKr`|iC`G|6TK2nXgKoP>L$
zpJ-AukCcUvtL%awS{iq?-ISyulu^tr1KI-mSTZwegD28Rp2Od~;G?egHjX~B5wGw*
z6!`e&O{xZJ9PvK$YK*Z=VXx_La8sZ+am3g%*m0$Rr>^F*t%l7BJu*xCNF{B|Yr9#A
zLu!_5$&keYO+=Qsa0F15P(yBm#{8Mf5q*tdIXW6yjX{WwprNV7g<Z(W+j<j;?i@fD
z9qDYp^lg`^YE0{DWO3x6F{$P7B3~6a8x(Lb<FKk>xt8SsY&K^fit#I&up!1GfXEg2
z!WL9f2)>XF$9z(NCOZpaVq7vT>LHX!WjErk3t}6DhsbrMYJ`($;M)S9k>45tZ=p{a
za^t5&H{^Pc<|@u{?&LbimGVhSe;&D%G!CINaZI4AiOdVR3Sl2tLoWZcB5MrJ&JNnz
z4i=LgNedZJL5f>m#CoMewnmNUhB67H7_YHFmSWi>A%Lr1i+BQoS^FYMut6U28Mg?0
z?AS3DqXWRQIg#JWa#@~<n1Y_vmQ?UDF3q((>NP<Fz38l<hLN3dLeg>n>tC;5TQHnY
z3K^S=B>uAN`0?W$+fbqac=>=AG4Y5A;+iM$C@vukb>Wk|owta3>otPqb0Ok3$*%&G
z_Dsh)b?4RG)gT;|s3FXvfk10my^LI>>&ppUMZFoDS~Jok{;#jbZkxi@P>D*tc(?<?
zzSsf>rA<NI_C*xfCK2Ipc>GD5G6I(XyLM=5ucPi(THINq0j*k%eW$G}H7G+d1=><u
z!RjoN^_Z6dg}K0Yy2)x-n0ZAUhKOIPn*Ez^*8k&-R{ZCK4?ehj`SOVqCm6QnFqD?s
zo6e#*k8im$8G-5J62KN3a7uWHFtmMq+ijQ?I0|JioE##IL(hnzF$UUw=Yl=L9G+~A
zP-ALLQ_s_+1e`>Y056(ZnzBm%><Hjph{1sgR>;G7se}`Sn1b?FZ3^zk0+w$@d4)&R
zV6k?PRvgcyjAj<~OlqT9SOfYf*bdz(;HhSo!?w<aJ}hwH&__4p<ah?5hAyU4uqh^O
zYIrnb3b?Ylh1+Pe<dA$xC2h4&G5WWgbCOa+nGVP=Fij-(IU5J_7EEWp!GGA+S}0>i
zUHF45W%3{AMUf6rtcR!~n%Gmw1x8#V0EMWw9xKoQNa3`v3h~w;s0+Cuz)2EWZmH%*
z=ylN-F67Ke3y)|?OyoV9lkgd$5PtjZ%y|vD$d9EYw5p+@N0=OtjpmUCv_&&iH@iha
zJpzNO+0k2`;CqFZ+JLY}mPT8~hg{(xHi_6Q(PdJ8%ZzSW6^G?Zk`pnjMs(<?4L{)n
znC5j1a#@v&dgVddt}+2m$a}pF`N@*&vW&HxolWk&cl{UJ=tC=!C5QwRuXchP$7s?C
zN?M&oA#J_1aVx*&gudd62<Ucz0<T#(KX($*ufF;!RYefRV4sHc<fwvLL3GgEwU7)H
z9GLGBZbJ|w&*Y^51xLiHRjP5&=V0PUN2bt)SL-fzcwIbKQvhNYi8BpueBRg~Olr)$
zS6MS{4mH-EsMJN98tX*_jw_$16;%<{W|jJ`O!u1D=n-`tvK&BrqCo7mHTJpBE*rMk
zG&q0g)^ui1LyNLr0BOmt*6UUSV@hiY%zpLNS3a}b6t|yz@(D{?3-lSp2$4{vdlj;?
zw$*uh-+lMVWQ2x|<}KWVaB15on#4}oZ}s7qlN-d2&;dH^KKHZBc!&TdvNWr<OvepS
z1We5|1{^d)iRf1ihv8si+`E{9T$hhYbUCwktH&RITm$ZHaDy13p=^Cd;26Y8U9*fC
z@z5bfOw?Q|JtgeMn2lx?)pH^KDU{$>!BeM$G{&u=_?rfRX;STpN~Cpb?NF(`MX7;G
zYS<SJEV?^YZKW+Rh}kt}0qu#w+0ALC?25M{+VaJwk?kzxqJfRm-5~jfmC~Q-?1I@{
zO>H3r69l^`_KND*!cVXg(KtqcG1f^<SsNL|xH9DO0f3eFI*7gJ+K54}He{$PJvKh#
zIgwrQ-1vqC9O!dJ!aZ`i7Uyw=+_;L#TGkj^9Rze!N%U1#GsrbEa1jM_nbGV7uf{Wd
zA~qV{5={1D&SI>`3H?C=5r#0u8%2ao5ntk06mwLeDvF7x3@hX{;5JfO&H!IFg&TmI
znnaCV^GE|Ab*_mfcyx-HnpqehfvM!Y5G)Rz`|rPBUni-}^)rD)LKl|QSTE-t<J&9;
z9Ltw)$a0;DvSm>q7VIpS-~)0hr!c<~p(^P>H&POgz-nkH7|VhAm5|}mgmdyh-fN}e
zlv6QOOSXIqCoH3qa5mGKNC6B5a?Ipr>UlUPG>Ew1*vX2+O@x>!#GPyG)n0cqZhpEF
z>BJyLAZ|mkf?>7S*HiNvfnrpGGKY?hqpiI|QQK;xp@vy(qF~v7e6a6sxdHK18!dIw
z*D|Gr2y8TC8rd?<(n?JokQFGC&I&XXcV+?DPe1+i%$YM4PM<#g!w)~WHG;L!Sxat4
zHzV*C`;NE3E5z)$;}uKKpFa;N4rQ-_kjpVRId2KJU2}3?1bXn|D&B3VZMD&y5IStA
zC0L+!v6886f-8j;G}a7u(9%Mvr+_@Z+;T$ROEFVpj`t~_A_@Eg5s%eT%XnLcx!Cs~
z>*rC9q~235=h_j#C%K~C*O<Sl?_4mu23`pjD8O5I0t;(tC?-+>F<mssW1GS(3RdB2
z`2v&u&B)tbwKS{+GNZ+EFx%&v7}i8aunMu@DkxlAS7s5~7H(gJq{eJWxC9U9hf$Z&
z3=(f;GG-+7RLMUrQ1HqI9j2ny8H#}<j@i&SAjUyJOT2ZkLM~Q-EnExv1bCqX1ki(o
zTvvlfUAQ1dKsiV>GNhXeHhBmyf?1O1DD+hUbxEX!*6U@EYpBi$;3CGCH(HTNffsVU
zvwQ6_zN^M~>-8M}t&7D(rQmXAfofT9ye*UpF%jpHxX@CtFrbaIxi*5!0hgWP*fy60
zUVF{j{9GE~?cTc>FruQEvT@Q~X7?eNl~UMoz#80`M;Q}5eMaMZHrkO#VL1<j+YYzl
zQQ0q^nt2Zu4n~%QNOTR(Tez#GS&<i8o-ffgl=_g%m#C*qH)?w%1PJ9jIOHw7P9SjI
z(gS|Q+YQT0IT+9Z1;3Rr2wrokSMJJao-&{;k-2Ig8<m;PXa$rQQD8}K%wyepq@^|l
z4U%rF(VqRa*SL*v6-w0`L>ED15TZa0I?x9y>0@(4v8}{aRD{_<E;k^HygRY=q&A+4
zHJ$+DhfvH8<^QHLDQz9%SFT)n{q@&%|91O7r@MXUop;<)jM_vq<M<51$J~Mm<NGQl
z#O%1Mh=A)i-gtwP^I_f#eZ0DOaTP(Z9D%tyMA$XFbtNLbUlX_@i?M)-Si`)IW@1NF
z+Bo}*jZWKw!db(rM&l=(*1ItFQq0S>4-pE^ao$2(Q*bRFB}FuXUKV0IphkDNs~H8l
zH6WK0CT_)ur-o`|^_<iAhNT;23`HN?N@seqn^kaWPt9cnh||oZT!JWwAoYY|#vuxv
zSq)FKaE{@yGpubQZfUDy!Ar5C16}E(qk1(GAz8gJ;r3pj_|NFm)KoGB%no(SXY484
zszgqNgk0pYo8X3l1OW)30hj3Z#;TdJ)X@p6ag}19ODOY-J#r_}bwCewWt$j?8@?^@
z76N^U%0qZm-xE5f9p#c(Pq$?D;6J)cx4rD~t6pOY8`DWasA?ifyMi+U=cUbtHNNRI
zb9NA#$j@ykgEPC+pAAJ*mMn*{I|>?zCXYBFcjcli%!XXZrtm<#wGn*AmHz-N#MvVa
z9CjLbF~q}O7~P_%mojdQmJS8Rcg0)6t8IPA^;JPZyx=NJ(w3=RZJbTPTbLz%$d&7A
z=IWap1tbr=h*SBfE5Lc3O71=GL{IL-)p@u_u9O!z8ko^lje=%EhH!5I#d$a_4;M`=
zpez<L2vnMmtz5wkd<d&5t7OI@lIZ5}Vh0;pm@$neh=h`Yt4jN#U<rmbg)51r<}H0v
z(9F|1vYYO%>UH$U)gujvzVu8z$`G3_ifKhj$1d(AlLiYbfDN{I>y?3^C_FmI{1)a!
zBk-H>9ND8mjAl&Z>;Bz$-+li1=Y3j#^UXJ3d+jw1%uW*xsKgou@pV@lBQP3bIBms|
zgH>d4-Ak7)`3TI_0hT{Imw}f*_b~x%m0g9Bm|_98vT$O9Y`TrMxpt6c%u6(2AC|WZ
z^syZ(nF}=7P^E*(nWDyl>rm#FXu}(M2m}Q&UXe=xJDrVhF3d4P0iseH-T9JUZLYIG
zyr_gDPr*>x$ns|bYk<rx)oZDjYa8kSdq9N0ptM=cMS1Ju1I?1o%IaNtzAm_@ukl?g
z&`mw#SU9s=qgC4i=Od5hA!f0hV!2a*J_1~shU#fWPlMQB2eQqw%f_J$(cP6YM48<f
z#2WQAHLWNt<Yh`i7!2(cYC)N8MF70TF`F(E6X1YQ#+Vz3cL`hH4}tfFS+15q4bhY6
zngs*<wg8MFSK7&K2yaPzYM?_*rVp*?<4Sb#NG0`1;8hcHH6uEjLawWlTOt*-N(1<+
zxggggX9s0Gl^n7^PhcXu01gG6!%I-K3$FIjrr<3<l)q_dbJ@@?IF9j(Ri%r*zH%)a
zWM6PKSaD9iinj>qJAh5hyZj0ak6sz9!r?+C>iI@3I&2x@8QFG2x3bZ6zvGTO#GtPV
zzNI_qHrzfePsUhJ@f^m9VZH7-mpOo?N#y*FhAoZ&>bX+8<dzE&!Dv!TAbL?d_PSNi
z|J~BTLUdQ=KgxWG?;)_Wn<;pgE3**B%%4REa}_2?5{GHR&zU#sGNyuFAyJGoxEj<o
zpa9{huF5#iGRmCUq^`=SV!9e=qq5^by`gNJ?#e`&s3bO>Y|5^S8B>G8bfYs7O=8>$
zYu|wsf1J5QRt&`=Zcto#qwn*`>{c7x=1V%h`|i6RfBZ2%i&M8ADYFS{7~e!{PM$mo
z%RV@`e)!>sKy91Emo1jnIEZDr>SYel%608BKZjx=!?8!)ss~RaBMCEFnnS;%GmEjI
z8p!}d@ep>P2`H%~wv~Ip9f~p<gJ__!t>*)_n+@5@u<EnCD;u(^(YOK3whOLqjfrE%
zhhi=D)zS7DivRR9*W&6zgQ}Y+{tF8LCif#ope@hIZ74=P+iig=^A;}0g=}|&>uUrf
zbJrAbrH|#)lN#fqIiy>w&{s3P1cD{wKb82r7^jACU>s}b2DaNa@eQ+cKVn^mb=#p}
zA{ts|wxuxLELq_D0^ns|u#0`j>ct$d<bhaf-!%XPDQh2cC0czsbd@1PE+$KTedC=^
z3V5r%E9A;=!*$4YMw>1qnv~n%El1)lz(^q1>@gWmqp0i8Aa|&{f%)K%ehq@X4hu8#
zL$t?R<5yPiLx-1r{#lUnC1qs5+csAXOXf=mAO<}`T~Ud^tY;(miLF5}>{6Bka9Ylp
zlLt3B2_(Y1S2H^(8FtvoU|El08G%Za5m_w5RcsCa<mXQ6;O1(4+u?}por1wx-hn72
zZK6aMdrhHWE`-N+gBXer;J_=dyu#s4&6f@#mxpsFnp=fOkn74(EySZ5$7Bm6JdiRL
z=#jN+&$ks^^`bwuIh(2ZF!v+O#jrOM*ue*ZADorhnUVQ+95#-PuuX<_h*%d9+R8*|
z^Jl@LfvbAWEY|k9YM}28MFYW0Pci7KY_Fq-@G<*D5S6%ut>**CDbQp%po*68i@gF6
zNTt4hAS?T2b7iqvstmtsVAJP?FTea!o{ZtfksjL`O!oU4u1bkrefu@FM3=+ZbdI6^
z?YG|!t(=7Cgx_jJ&`{U$Z54)PPlH$&emcADAdj_1l*?Cnf=9NGciCtg$K{mmEU}f$
zV&S%cg@H(SHZd$a*eM1vzPVHi908J%p+<Wf;i_y4v>~i*C_Z3wxrDx*s-R?2Y9t(q
zdLpZ2h8rI{c1+aJ*0$20C~yEfO9yA7O);!8Y^uan3$Zjq<;kWX^ruhTP2oLqEfdVu
zSTfB!2pEK7=5@`_X=o7cYK!flR~~jYl$8<-G=g!suJz`G2BcC7o1KeFkV-oN%D2Q2
z=L%DT8dSa4pc7g`D59zq<Dy%zhg=!2yvuifIhfD6#OGi6t@ILdUGY|Tf-2tkP3M(=
zklQ;^$X&_qpRK=j;WqSHiR@plf0<YLhT@E%YO-$-(otH$jIvqE!;u9V-+=O7taGNw
zKM`s3h=U(x+~NaKu(>QI2D>sfvBgpdj)zFzw!q3p$U?EmzSwBa>55<kdmWSl2X!T%
z3Yz(<fVZwPRo0-t<A8Al5mR#*u4wy;dQ)QvAK(B$?F95zA`B(Ewgz=UST1BAeH^wg
z$|izbjj@sc@G;uH{PN2X!BMG%jp*9h&9@bTtw2+@3T;ehftF?!>O(Hiw;T;ziO>+s
z)~@W2E3C+^Pbk)C3M24y{$>fpqF6PD6dhugG0P;yV3;j-JgT6wX4)6jV%ENJZ?0=y
zOytTwjHZTQub_y=2%yFzMj%^Qtd9Jj^Ar0E2y~;QTaRi}c<Q230}g->6d3*E1|{Kl
z(qItwLcz!cX<g;C5~0pJx$bA5eFmrBfB!weidM;RIkVvPwc*^kb7#(+u}u=)t5>gj
z#M)@%y+&H1*GC_H#Now@16t_$y+hPQTDgRJ>4aOU3*eZVwwA^kw$C^=$c9>)TYkv%
zZEjrR!;l+PrDU8z4OamWt7ZXbXzb#a_QJ*)obj2+Bi3djTjQziVD@F)4Q}e~mwhyd
zdIo1neT}TWtM;_zbzBbF=tDi2b=*iK_^_l%79n2v7#-}U>4=@80QYc~*#a9uD+AhG
zYorxa8cG-CcHb_GbO(fvw6Zi;@V6pT9z{dVjBojQ4v%U;dKyXtyKMXXb(39FHYp=(
zZ^<kWOsvbK$}LmDAchr9qTb#?6AIZ`Wl0y%Nligj6oVCH!DcBgx|Uq+k&D9!0J#b3
zLaz3E<U$I{g<Nx)5&BHGM{fSZbJD@L4j+~gi9XR4SM@6I<#-3Qz4nixuJH+~yE;20
z%%+wc=CMZbNIkKqP=Ev6z!vZaCK_Qt7Iy1ur%G}pCyqAZ#$&lISFx@9S%9>~P{VIY
z{)|Xm2#)-!MY{EaFBkG&V1X9P!c=wEcqtJ0Ji(;&;j47BeIeI?%+AQxVk02e@dvrK
ziGL!kZwm^3TQPp$CFsW04J8JBNTfME?Yo%b=h*0089aln(6b7F)sfUp47RkgdP}A}
zQPABW<s`nV_@Lo%F+29E1ZUQeFY#3|Vj)70`>{Ed@^<)Qe3s|)BFHtM6#`-bkR2Hs
zGlg4`WrSi`rF{vN23HU!d|L<<WdgzMY7|sXG8}bTCJ`*u(^ps_k7z|FI;-)h-KQaf
znZ>P`HLpDqZY_kiHjCz+5xEM@@%H%f<6nRMbs6mG)2BgLoZ1eV5<%wjG#Ro-)+mr6
z7l+v#dF-`3L2eAlUI4`if4BRhKsn47I6_ImmGO;3d3&mCJ0OeW#Zn*q`H5}fmTI)|
zhy&X%4#r$I6zFUv2S5pS;18gU(oRxqw=VYg$gM5rP7Etpn213<VqTVHbKA{6_Lq4h
zs$I~L88zkx<&y@X3>_?)N70rWQ^4`<6N+SsOH-0J8rd$`HG8cfQW%_=B5d*v%7{Lm
zY()m7iP?3uWtx$~%JxxUZVjbu6?AS2SNPS}fQ)Gb1(gWk#e}^0;*0i<K{y+qF=K1g
zh5u-8?dIYe3UszuQ3I_&1YfQY=M_dO2ytbwa#RTzGy$(&_Tf>0i+UoVB2ru#m%K~(
zL&3^%H<1tHEu>%w*g^`yTVk|Q+?biqxH_E)r!qTu@+&GSa4lDybn7ZZ_K2!|c~B`O
z1}<0i8XMfzQ@6lwI;kV!ip~@Zgg9!@%GHZDQ?QBsB5ZCWiY6|hYzG;chcGO=i7C<K
zNELTBlvlK^{3P$?rBKX`U6noMsG7l%%+o7B_VOG&ROwWjoS%KfixZG9QGn};8b~S9
zc`tTB2N&XmtnIa;Z+*f?fDoZ%d?VO9-fMqF5KXuoN3uErE~u@S_i_)BA|BJ6KD08p
zRq%f-B?>Bu_FB^1DvYeL8qOm&U6lz-dMYr*vH)=yInKn9#@euhu(gCe$HXR|XJp27
z?VwR83iztBtAJvM3=-4WL}P((BRmo#T5^6HWWTsNQE6DQU{e0is^W!BgodScAhKuC
z1hZ;f0f$)#ySajc0STj(!?+sCEit%A)JCP-;#83G7CT58T2b%4_uli7*2e^L;=~DR
zJNRsbQ(Iz;$-Yb28ufXX8W|MjSr2){9puV#Pn|jya{0Vi<K7&`BUd8hEtF)u4p917
zHJjVDklWtb7w<vD>CXc_wL5&k1`!URuZ{DoF2C~AgKeb-*WzsA-4Ot@jK(41#rS-H
ztFuGMwO@9M5ty2J*@|%(%CJ0v<!ueK*ghsw&qZ}N3(qmH0zq2uk4ENK6gIoQmSYz7
zGzHtTHnO=knyB>d$$-=_wb0X@=H|7h6s8GhE2cCfbfBsMg@$^!u12O9<1-*tZLU>t
z4C~ERaKM)$$D)6`Q?5%H%`^}=%xF6E@*F|O13fi3cWpqX5J%G2;TYH=k`0xzvbJp2
zFJJOQG(ctu73R_^IhAvV{e`wRKIG1~T%QyY$VF*gAlDT5<}Dt*QO;<kxN$z80o!>?
zq636dgTOD*9!M+KOBt+SHgT(QWX4-7(oChR?9n$3`g?6BM&_$Dp%M-=kzHeX)RjuP
z+84GGHTJHUEgo|!8zeOBj>DRZat}nZzdXmLurm?k;+m+p3w(+HIJh|v7IAgGxH^}%
zE;?Hpn^4BWVc7=RR%*~n8J8$yTlr@h0{0V!jx+WbJ6^l^q>)iq_s&5DQ@{xIxHNB}
zv$*!xO0p^13KstFN<#(B_>9}At4x&DFp;QCXS_A6vR;<&dOdQ}#9}R6Q0o%dwGZa>
zVVv;GXbekucm~I}h|2jH!H$Ry5U$cKVHwL&FXL5UA5Xntsu6&8jnUL=rd*aXTWPUT
zLczIXj}$DVMJdqMq6nMVO^O+xlMp0{HX^ZLbb@GO5K#s})`dvQEX?>;rx~;Rq=32-
z-Lq%U(%BMRAy>L9%f$*#WsSl!_hSn70ZBXSc*Rm*dVQJ*xg6VJE$cwq5#duPd2^%>
zRp~|_X9vr-vpmN#ZL3OaR|!g-Qv){f)P8YPlRCR)Qxa^iPDhR$;buafcw|F$)CCW9
zQLtV+$V&DOwIGYlnT5M@+U(;XHk9-O05!8fVYQCx?H$mh;)26iGRqs2@eRvW@-!6X
z4=m<;3t=&X<UE1}+1L|xg{S>$;hfE)2v%z;g7^aqa}wjkXB**`=*a%AL^Fe1PKQOv
zrGR0L!>_!6h@%%?ctI$c)Qr}`s#Gm-Y`uLq0&ldT8n92+aIAn2KuHDdqa@ItDzlG}
zvDY{Nm}m)E;OVoH!>$uhqN^<F)eHg97zBp5J}hX@F<dJc$~c2uV8lZJ%x5?ihjDdA
ztCXWsgTN6eL6hWG0WC{zX{%Dc%JEPaZ#_zsL#{_^G;?Z5*L7Fpkuhn4!<6KlLWzek
zvW=5a@frTW+V&`T+IPFp+BVnj*evb21m7!8c_81mH4Lj6`|C(VACHn_@FGs-Dx48g
z4ew$c>e0&C!N@eEp7Whon26uPh%G}8qQK=SrrzE;5FKia53K@0-b<84hXYZt0IwRO
z*+*{7&vh5w{=mu6%ng8)V@Dg&$1S<2h47q2SsNb9k%)zeFT9PPp0dC^)xhdJ6;oE1
zShA#u4pCYIVjM;z$`s(D=4IgkWodlXjv%Ci&wBa49bt-$;Fe?`D-tHL)YXZphI<Qh
zeXUWY+{S?ROWEM|(Yzqz+Hx3&l1RdO+<v_+96f4xsBKZ&3$%9Du!aH<s@h`0Xd2jM
z7VCtvBK9$+DU4tWM(`A<{Za<J{?^OYpL@xa_#1_VaKZlEbI(a`@q~}@L(73pgGgPx
zp!w8r^5jVlFJAbGGg^WaV~ZfjCCb9Vb~Bw-o0rb6{MoI8fQvE(QLyiJiqF_JYSY=R
z6O$eCD-PxbmM^)@GM*;Tp;!2I)-aKYm`EH^o2k`^AlNaHD6{WOLAVWlG+-8(#bFU)
zd;`*fNAXF9Z9pv<+z574+;L!U2Y#}|Od|_1yCXE1&ifAfF{Vj%u{(@lz4k>jBWTay
z+UTpj?ND~oVRcb&FL)a7GN33UT#lg(NDash-F63T-+1E<o8>oCeXZI8Il1$T{?=t`
z9>^7$!qo_t!)=V<wFQw-2zZeS?x0L+$`sBuOn@edE?TMtRa+pySqXI^*UzTTLG`FB
zG4@4akjqbW*AYp;L3g*%7jnVYq^O$<aTN(3;0IOpC?pFd3U1XyE>#I<LtS1+;Zj^z
zYEM}~ds8^>l>yf3s9`9*jAkfmP{wx>c3=~G#9;)oQ;+`(c{S`~_ch?F_RFT*GW%t7
zbpZ-ttARpJV)t#d_C&!g4r?QRg&vR645^q7F!?#f94;Z3aflTe&G`168k8a2z}3!j
zIqt!wJ+*_3?-RPwd`W;=8Lt!2?hsqkEcTHz6AEw}<M@QgX}!<#Mp3{aaaGRa)>SxA
zfGBuGTMXevt`>rmf<iC1+LR`7u%u)-#}kZJ9e9-?sE&q;-fpSnO2V({*oW|59&3TN
zfX+<K?d?bf%Lfx6<;)8l+aC)txb~c!Z(E2F7+;i$H86LJ2|`AJ<`Ow(fimGwNhGls
z-Z<Ee(Uk3uNBBeAmT3?p(2CeoN-i61f2N{M`ZJ5QSgG+_yTeYI5!^ODL-8V?5#*~5
z5vMcqSeml^_02&l>jQ%C4;L?9^zqgoJQ$FZcn5@B9~PX^pvtkix9muLymgJY3cQHv
z3~PKwU?RT6Z#fT`IM5Z;upxs`QbOy*3879O3bPL*AR(v1Tk)>GokA65y<Bx+M)mg2
z(Zky8V;5`<3K3IVuZ<H9Y{;a5!x}l2L6`;7y(ycHCE3>YX{;~(*Y0kAPtwU-3d&HH
zfQPo2J?({-zA51_iVBVPohFQ6C{e7&iDT`I;8jR``LLt0fKuaXOsv)bbzMmT$V$pq
z#8yV58;4{)$SupYl?V(SEXkj3R=J18A_m2*oi%i~7wqG7##Q_wxatKQj^ut~Sv|Vq
z5?F;?MD<C*BW@{ua<vz-DIannSM0;r_7QhoFgD~GE##_EaBD!r;%(whpOZMm!LYY}
zXLki$r5M+OQ;h+WhL9`u4Y^!VJtxFf-OG4YYOhk8L9Q;cbjODp4(SnYyQQ{`LsS7P
zY;BX>VO7Sll{Qq3lg>7I0dz8UINCC8;7F9QEoZYA#?iPz?2d65nG0#dIfWh;2~z&a
zblB)yoKuFh3R$k>iDI11(P<x@zb4{Ku7nPp#I17ygzdZS<Ex#6sB0r^nN1Nvwoef8
zZ9&1Yl__9RLR&{Z=2aKFERcspSGsW<6tyCvfWT2jGm8}wQN`7*rxai%g=ws%Xfme7
zMjP=9xo#2L2pS~i&xYctG9}jrS7st@!kQ_VwAf)`X17^Pq+A?ftTN5*g7~t=_J!uO
zqKPOlJ2F(J6`lxuP-Pa8&Y4-vnMG`k<4G0=EZQ4{8th|@ZL#sqMLlb=Qi8WgVvAY3
zBPNooA?A`XW-(mi4}_jb62Xu>{n^~M+H@O@9$sDjIwK9!T{yt0^w>9HAs}AVaAU|l
zl;wIvgacP(sC2gJ&RI@n)48!SAK=xjYK@l9i#R0Dv3%1}o7<#06Y(FShQcjbFT$#<
z#ITm{(NLFPSsldLCa6)cQ@Ce~oo;4<Sp^d@IHa3h4JWaKMW0;`aZX7=1ZW0{V7A-3
zG~*RES}$UE)Uy?A>g$#=;n6s_CuERcz9D=#zu=0rx+n-P$YmwXm<3~%d;4%zX^{9}
z_aW2<$#0JzKMuTJNu*&^^2ns@!?F1=Z>K;mN`DIp{+x%wkw-EKiK1Sj<<kML<AhEh
zc=QNzJ@V<GB+8K|6JRB`%q7c};$jyj!-#JSM6Mfh8&kPkR52ao0x7(>avo0NmwGOQ
znLaG=E>ga&4Z&5OrX${lUzs7l!qt$ATKW<N<EV6nYq#306J`5<{#uS29nGt3KswvI
z>?yKJSGW_4xy@)y>MZj<F6H2~!hy}1mkSY5S=2~ZN-Egd7T6|s_LN(SL3ZXF%AAd3
zGqO{_8l4o@LRd!DZJB&SxN!!)Avzq#(Vn+(4{k#o!5+y}xw>y74nFp`LAFC?Vs}Wf
zV`}k&2HYUe%$NLml2y<UJp{WeSK$u?<q~C&^a?u~Fbfj_h_ZUkU`;c@QrUXhjUbX4
z%}W6xsiP@+q)p8lP~@T_OInKpE0s7!<K{{|HaCk+VQ`b$xNNS5hD4<>WMq7ZwCKSO
zgh43N8!_IxWfleI;>pAzWsgY6wM^5seA?oq%`M&)#Fr(*NO8mzS;ktdnwZ@xti_}r
z**LWHr?%(MpZA|_l*jtzh4QRq5DQ_V(md<c*9iI&-1B-UD8z`Q_uRR2k``sK<;KO1
z+oZrz76=sPhb=)u$Xoa=M}ij_qp4Za8pSeK6t>bNE+phRXZClcJRMNCBZ-D(4myev
zs=9)VS-62s!Fd>GCBjOkXyf9uq1Zfn<QQVXfXbF{<JbW(0jh0fc9o59XN}M1CQ@%k
zk2s70?U$2|N~YF~_3W~_%nr69#rGLRl^DBPzVL~_!0VAfQ>nm8s4k)Pv{OUb2x3{7
z*d_y7pzvhIvRvR5L=f%Jq?nD)CYI9~L?s+x3WQNG6o=typh~2m@W}G=C633=;ui-b
zhiGZvrMSJWu6RCj#9Nq1*G79gg}Tx$iEe_rP_SN=|8D)yA4g1KF1W)MSt}Cmkt+qw
zZTOg67daOz|7QIKuf~W3xfq4IhzgzxZj=9K>+W^4NU|`FC#+;HU=uQOCV*t(y#u1j
zH=2laE@Gw0<_`82NC-yS0Ej?*3CRWwM&?U02n;qLV@vz%{trhMyA`ymtE*0(kLNsf
zx?eNXttBYhG!rbrx7f9+*p78PB9JD~OHZDZvs@}?#h24~3=%|^mjJ-a1t%k0tm|tz
zCInhDEwoDZi3q6hrxVc0Zi&Xv5?1=l8qo4~Ai;r_>$tb$tkZ<HUM~2*^9T}bqz=)f
zs>&9%R+&JHQy6%tWc<N{2LM1IY0fw);}9g=2w($VSx*571V#KqZLc|&gNm{T{lWk+
zuZ*?St8|82rq%R~fRhQ*NAAG3Mh^dY+7grN8`KP9SJUikQv@PG2r<poQ_^G&$|aD)
z;Zv(aPsF8<ghfH)Lxzw;nrUb%expz7r5KgSw9tGrEfGf@=2y)|zlDH*jEe|{!6!WC
zR^}pSgRXX`9)UE}IH9ajZk2<wOwc8%pd+^q0-mhHOv`C&EdudD0AUIlA+i|ziJd^0
zLkP^!8Axo(eA-e#1t_eNOX|TeB0W4j^w+!+O5e*7%9SJf3SC*FGn8wb!WfJ+Q2=AF
z<VtAZp)EG172P<;E=ne;Z6h5GA$TNSR6=Nc!XXl0Im&fH$^X>mbFLO;_=k3GL9;rH
zHKOqV32XsKjl&tJbxW+Xm;&SkAzC3c{*gF*E3-%tXmNCax@sawCGgM|6kb{WJyB@q
zG5VO`^kj}*=*HCym%Lt1QL84QFl6PoN2)1VhH@nxrWFzX(XvHYDI>diQe**JvdA6f
z%AGrRe9OIc>z20?`6!66ooB+NnUKKqbZ{lyMu;7a^SPQ67b*ELq0AL%?qv%<N0oRO
zqp}4!MZ~efB2V$H#z2vZautm==O(Ct2f8K%ncz1p7tytst9^rwDi?o7zaZq+Nv-w+
zwn|p)WIozNm}^z|cl>OvnNEC@jUz7f6`7Of(}A@{80ZlR*jwMAIeyV|ny^>;!zZ-x
z8z+l3<V!%|b}OfZ2IKkuiEo8ZTm;usv9L-w$}-oEGk^geCo<>;Ie6$O2MMSH5(g8N
zIxOhpXy7O+x%z>?XCl#o2Te@Xw@@Ln|6c#4kE^GuUlDf@P=Ko)aE`n_`v?;z0ZvNB
zHh^s!pkgovf<eTN1OQBe01W-16#hY-Lm($2)z^&2KS3S3Og0XO<_9x<a}r{{yp|@?
ziXS}U5L?JBVv{DXC2!3f^P|(CYXk`StwfXfY;l`R*6EldSW>&XBCQyUeiLE~PQW}w
zp$n^u$WX3WXu?g1X?Q@eoK|jGN<RHHy3t%774Au^rJnoa4@lqy26_quP~jSB0E2Ax
ze&i$V=H{k1Uylr0qB$}BBIXs<5>b$wlouo0*;Gj*t-#m^TS;+zeC(e>h;;-j3r<(L
zCSYC74<fEolD7$A4iBI*b%I#aklzgQDyIbrXp!Ci=t#}aQC!M<G;!q<PU9lVm`0TF
z6>*8fCp1?d;xT!_BFJZW1jUEJk3}M)2?6=6GY5E#5QU{xgZYG>`h@TX;amziR$+Tg
zMFB7%L0IX=1o7%nz)S41qY3p*AV;Q1DEW(QWsss*Mt3gI+y@ZZq|u)h@<PfZ<TW_|
za<+<yK67ZIi5-C|A|cz_+EV2zz{oU{wrpV(|4^PGIsjuAeH=o5C}oTEj{^l!)<dH}
zL!G#wQ+z8Hed?(mFhPLOa)+by5%GFG@nReCDjj{MAPVIw-dr)Q;<jB}HDrqb6`}|y
z2*Fio0T}qfqSzANP^AjCdestxmS9wanzJ5pp<na$P1De?g_>$sL$H<@w4JT1v8m@2
zKvNtg+<fb#=5sCrHqnGGp>ZlX*91%JgAdS3#;68zM8t9(?yX`GAZX-pR~Ud;M1iF{
ztz<VZWe8j7jC&cvfmG#H2)S|Nh7(ynQU(TS1rnMnMSSUlft9J6FCG9Rh|V~NokK({
z9EiS{MI&KeW>JPkU`ctbNE!@40)aF~m1r;u#V7FN%0^9}f%QS1AyUSz$(9g1&FwVV
zWTx$81f<y!1ArozCY*obL#aWrB_Y?!*-RZW$=9K|6mw1ir2LY+WV*7BV{5iBM`Du0
z5CUnaLx`(gTs<P$l~!iv2hkx)Lo%L10{+*>Gq&ad*LWCr(TDy9%`u3L83HyM2Qo)W
zN<Fj&NTTMclrLe$(L2S#!NJRyFGW^T3#Gt0Pq(+X{WD%vtoe6mvKTpl5X^|3)Khh+
zY2}D-xo_UQQ6xwZ4bBxC_2o_<AKb>h5|$9&<9vRQ_4LFTY>cURNf13^ju8d|21hZ|
zAO~_020+4yPE%sRm2qN)65ydiG%;;t?pE}9n;%%sWag8`Ggy?#6p$d6aFI86bNJj|
z92GWX79l3<5W=hcNj^CoP6wz)yuwWlp^R@i%809oFiJGt)+ZUxdt2mob$)zn3%m1%
z<5F@N#Jvhp9eUE-)6tp2^kJ{)i>&%biR+JYH8q$BT19P!;Eh_@!PU@0RL<vK%p>uc
zfHRS#`bxq|e5RpUgBVpJqb6L+SbU3YmAI&b|DAf~I86O&qcDzgz1t#i%bmp*#<!~6
zid$a>Y^u)G@FBvX0G<ym_|}hTK?rQHC<;Q7Acv6<CfZyG^xX0vW<<HjO4IQun(dZA
zBu28eCdb=GJjLF&riR_AM=NSW1&_%Q!R2;%01^Qebb&y*UgtFlf}lVJ<e-!rK|&K6
z%LSzv@xMnPM2KmS3>W|-&6Nt02#j%~Q-ER>-jrd5L&~Xy1bimy&xa^OD}g2)R%wES
zF~0&;b&79wz{wR71Vy1MUcylj<q@V5FZ<e^ne-ta=YWLdk|0oLE%^WwTe7YOt^i||
zD_b-jhyvzv)2$Y+W`bMID)Mb7<$1vF<TFI>uqgDFk3m$XNLBsT%0!YWK!~;Iv;sgX
zktU~HnTB;;`O}HRv2M8<QOG{FV@`w_-!hE?cBCiUDW>V$$QGLIgpW5UX|iz<%=zX=
zT=4@`(6fNjR;)!|$DqC7L8RoYJT;Rvu5eOIQYG$(4<GuwTyH3%=IC_Z`D)}A8@Qrh
zyy^pjzh_WQ@w3!ZoPftrt|Flv0sAPo8aSryk%Zz9=GdJYRDx~v!baxgLmeI{);wS)
z<t@QE40p?iJ|6z#`+t+X3e9|gkr!wdAa$w?iIOrMjzY$tglMsi+~EYTY}GAT3vMwm
zkAV}{na|-G9jroA)V7fiUzX^YhJU=oAtH6GEi|amXDJvk3J+6Tm;~2V^w}j4lq5$A
zODK}z$}V=t=bB*gk6VWDl3O02wwd}S&_{@c(kcg~-1Jch-})M_Pd!^OABH>7sS10t
z3~Z=m6=}B6m+1l|(|J{r;sF+Ag}zFxK_N!4>{3wxGlU~vBPL^Av@FK~!*T3tvaBal
z`bW8FTtjZYEkwB>gbZ;nK18RGv$3(^9QT$4Dj^4od^CtTD*_QFUe%vZ4Hjw!jS%G#
zWFluHs7xD9L$g>Khnvr8ny7WFy`37|#ihjssq#Dka3FM{U(n)J*@0|bJ(XXU05E)7
z$e(<!FF-=Zw^Ew~a6%5~PQwN{4KX_7IENavaxUOrZlSG`+u208->Ll!+M!GV(trd2
z6r~0wrVmrTZ<Mwj;yy1>iC9OTpooZkfk{xjeEBj)!nE)J0~)%Z53FJ^XveqUEdfyt
z#Dcx;NYiw*U`#O+z?dl62S09^3EOo{BZNTBAc_Ncz%w5REoX?7hha|3U0|G8GgE-i
z5wfj4GT&2Humvnbprn>ukud8R;t>O#EM=d*VvNtxueDf90#b%uh0GSjx|LZpv5O{x
zl{%?M2a`EmK*g6nY@~D9$5LV$WzbqK;ua&evyofN?E*qvVMNucj#c0K66@zPe*kuJ
za^k9>1ufKSg2?Isp;Hw<V`jgU!IIZW*#yZl!lwxmAXeH+6QzY5(eEX(L08Q<_3$|>
z@D-5gLo!>qn)kR=Xf#UFP`o$<*f@dJbg;EYQl38%2oIo+j{f+wH$F*0CJ)0BgrjKH
zwTP2R0%;s5Wuz6jqFJk03cy#dUiHXAl;V^GC;0-Rt{iAPyF&||X)d#vqZDL2Y}<wY
zl8bHz-O4G^H^;&?p3BD#&Nt!;OO&yl@PWGMi#x3-Z&2tZm#ffs-0+ybO*KoX!8xGL
zeAKP7_1zEU3ZEBJ5##|+nE(Tt6oUj?(~yDm0T^rTLRF!W@7NVjs!pMo)v%2@nWlop
z#*P)H2@?s>Zcgms6&Ue)>P^<<q1?VI^kq_&i)?FAE}p5tL%DdSdX*Y|)dZxDY~?P7
z#G<&=97L*NRCMZAgEuX{MY)<=6EHJg)hE2QI!N9KN+$%@AzR8QDK!TNcL|CR0GlXq
z5h!w<K`CGmV7NMRgCao`vbabDMMOYjT>;VoPUEo6`4ZnDrSTFn<S_>s+a-~6CtFxS
zJ(Nos;a26Ud{hDoq0)p(FrY{fVt>rw71f7jO|45S2LTvJSbQ!$9fBe#=(ZLq{3CEI
zk_hDjFiT`AfjZJ)CP=`ByknGP!G4;KrylW-#v)IR5Jfm4pqrTnLERjyqzqA9r0JWC
z;W?8WP6JMP%}cPYu3(pigm|h$zB&9!CHO>fM(icOXv-)BtFOsZIIITHm+u~FI;OE&
zGXZFw4j6;BIMCK2rIRv(OAXs;I$W&^!clH1;MSYILe3KTLNP?778M{9n9N<Kc`Dot
z&%?RVtq#RB<IE&B{$V>fDPs5b_C%0C3?_)e?F*r*2`}O2<KyGUj~^56Sb-clB`^Hr
zHGl0OcKTikVP4jhFEQ;Dx<0Z|z}F`h*_Y;E%;7>tCFP<c2`UKZD8A)MdUA;QtfrM!
z991+SK{zZI5fS7WJOiA=%%mYhz{UeQ<a0is^N&Ujr+EPf;8ILBv6^)@bylJmfvY@#
zVI4ulq5v$3xR(SBW)~!bQtT3XO|aHXEW{9a7Fl9>o1YmAJO)8AtiqVU0jg+9r~uGW
zBBnC8{Oy=<MY*0@CDu+=Xyh3`phUSk@>KC`M~^rh>$18l*J(88G!kGyg-jYt)kO#v
z3;9L_v`iDzzTc`^Q7#AafS`EFKt93M*h6C}4$(o*Q7&oNo2aRBhi_4e+7kO!e4;*-
z2sU^U<;IpUqd}1$#n7Xt(Pm!^%!y7h6*i8qNYfdzHNj+%Q$Si9MeFN$3nLTJ(M>(6
zgZ~}M!YUAa&N-5c$G{R%Knn&gBOJA0hVfw1sbreK@ux6BARvLLAeO?$$pk0P#JVVg
z-yFwW2OfOOu4tCw8Av5wMLt;6@1gK1l*E!rF*tW37?GHMh;h7P-T$nA_)R_2tO5W@
z;oKz3j`Rm+*=kdPa|?SQigmFN9!5u?NU|-M6GPG*x_ARb<4=ar3RIXTaa`38=HxU8
z*G#Yw>hxo5SJ;D6P5^rzgF1TwCzslhs;)e2oIo8qXhNXb&K3SW;y|iOVIX9P(6Ejn
z@vRy_GZ;QyH3g6Kl(}Yl%4C5MFFT?R9oFg4L~gdPIEr97XoM~J856pCWJDCWx}fj_
z4I@%{Bs5Z(PncOo+k$`WuEC5qPyw~6C{Tt)rtu^pbihCQ0ETH5w>5uJhM+i>;c`la
zFqF%>5(J9i*^8lMLAh#O<8iNdM!VRQZhTH*SFYws*(yUF?i?l4<-S{6fFEG6g4_9l
zXOwnmgi+LBzK{{ZZ)7?(sHeja`bdAk({#uo+_~?H9ORb~hFeH7gg_c-X%bC9K~#2>
zAn4jBN}PjCq=^m;!!5-`TujMFxi-=dS0XF=7}(VaRT(QK1x|o~5CB{?XvBf`jea2(
z>gXd<;A$azjR*=eE$_57Zk3uL;YdJ5<hL{57G$E=6Ci;Q)A&kb9f5WsS%U-u+0J`H
ztjPC0P)wCZ2+&C?6DiME49|R}EN_TT$B+qp$e(Q2ba;$s%y-6VSUT1vQ=yB=`>KF%
zmD82DF)gaph76t8s1o184CJ6kq-27U7_?$qBX#ht+SNF+ol-ekj&e!EsFu66YIZ@z
z*80v&H&5|Db2w8>1%=1NCHK0OM+jD;l^2e6@B41yN1%mC)SQDtBg!V@2T_)-9;vJ<
zu}Fg%umm1B;ahA^ZEEm?;#M|sa=fZ+K%Vkir6E9Z0-}Iz`%=J58KzYZ`PIy;8RXNj
z8cFr5))gkEVH+AMW5kPTZe==)#9CM-f@v@e7?K@nNHM?wkEo9_8gpPqp6W|L8&&Ev
z*-X${A+~%Gb!#RhOF)hJTEKI)ugN6aOXa{2c;+#;KyJCM5iCM3EA_e2tqiq_C#%OQ
z#^N!`Yx<ll*BBVh@~|w<)lseqmJ2Z*Feg2!L_J&ZDqAQZWNfUqv8k|{Mj0f`aC)W;
z^M!`HDDNpfrM3|8zl4%>F*%tUfi}WmDx$AnzxvrrO)F~hREUwG<Yl;Q<$Utf$Dk~h
zn6ln-$<7=Z<ONMq_^{wFd-*|*sB(b^o~4XeLVT+;Ul@=u!>LC}4TRE1BBR{6Q7I*1
zp;1w!7D8o^qln@wLF54*gCh807cY_1K?w;oWCAlyCQ#NBg(oeCF{|JWZzxCQny-|;
zZjmDpLZb%I>~0X}V~=iS0dQJEj)MT@ItvVzJCLl7m93=3R8I30le5(5yb~8ziwGrY
zE3&3BgeSq(RWsjYiAhOb!pWAqrMAhY2_^r7hv<MxgdpqTN7DK3hi@ID0xD1W7GP{)
zEy)F4X7Qou+s;)g@fCnk4CQhrx9~aJ8OUUfH&|MIYcDEs7m)K9(%@uFTf@2*S~70u
ze5}hYB8YN}saJS!)6pQR!IL-#of?E3_yMZklA>H+6)-AFbQVNSQ7is5-=h&Sw*)%$
zfl$SpaC6MpCkM+p`Y}1l6cbRpSLMo0B`A~CQ4*X3r2ubZ23aO{k|MV8(uWD<I1g}z
zbl?_Ilj*=l0vGW%3gU3F<9{8oXbW?o2-Q0sm}7V5Q^p)|#J6^obTDHVuQ0wC*jLl{
z-9U-kS6pSVHyVQ!L-^wEktUt70c6@p_-u+=38x`F!AuqilL$suaKcg?h{^2&q8gqd
z(=}q$QAN|lcCt*aIS8CDU<o;{oi+Nb<~k$^V0BOmlzIgD{7ICxL@}^)3eT7+m(d!K
zn}hLW4JszqxK3vlSIcGQ&|KqZ?BQBR;DkU{YNpkRqB$Wy$S-A;#E0k76AO{g36g>u
z6p%jljh5+bgff(5rkQe({#?XqZkZNB_=o<i*35BR>1&}a{Pm_Uw`$kVpFg|$IPmGy
zCmo*%M4Zz!F_N3kCLCgSda{fDG?#;Z6Hz&!Q`GHSE(6OEIF~j0KeQ?qDCIypNOm}J
zwUN@7uS#=yip(V@vXvl`1r#N9C00cvM^OfVH4b4WfH4pfV1|6t<i3haM!;2X_qdBo
ztrZmGl8er4QSMfx*#)mQ-%}DO1DWLLdxStxE9$U3KhTOanj4oyLQKB6z?+Pto^<1F
z>Y+7Yb_FvU;!N(X(TbC?nT&uXIYN$WB_+>j#xW-t5GBx37$@+XMw+~<#8vD1J;fG0
z3_?tf_VqQ<bfuWxb+``rB^uWWx+`O`uCs>8%2A&MXd+1&OE*3z&{+@w989%7p$r2P
z!dE<|>2r$+a$1G1$RbZH7gZu0WQc){qr_g0kf9FzzzpUz6C-JARD_ACFfD?uvUMA8
zqgj1N2H{A%@)(<0u9@FcyEytaB|+~d^ig;_HyKW6c;I~g!3O9>aygaswJ5h}B18C5
znmUo;f%!p~0>FTE5dw!xVN@f7xLuk{9L*9H1ttAlNNwuzfbRfO)wwB!g-;1&ce^N`
zl(i^MtK)q1mg;O3Yk(I)2~ItfD+N%QndShA1I0!pD`=4w8y$<#PF3IS0iLm_3<4n*
z0Emsl?W>UtvBcU}(M2Y$obQT!HMU(i2iw@%d8E%Xs8UlCf)=feNY6?{iJ<8tB9hsq
zW1-~;jnyqgcdLx$*I^Ll3QxIFHgTY&h&cgLlj)+sGzk(LOO{4l<)+-1qy`~beBA;w
zA#P28ZIG6RBE=6e@Q^$Q!aN<QErKSjH2+Vb#9FDxb-0nj%x5oEdD0QXE`DPs%vdf-
zRk^BDRW3KO9UCZ>{Slzgw!CD5wGtB*fPsTmN|Hkd87ETS7Uc+bMY-g>d-o1U$&tS0
z!n014YeFxH-AYp7b87HBX0Qu=T$#oX@IZ3;g?Qmv)=O9zc3$(CUHCS><w??H2d#vO
zX{?42M<k!{wqyr3GSwkgi5I7FvRhHZVBCecgaB#CH802_B910Y8Jj{Ze2R{J@v6*%
zRnsUVUe=0{x5Zf39Ab+R)-8x|0xhEBOr)FY2y|ha$)e`KwOlkco5DYf=s+OrD5gOR
z8|e&Prirhh*d^+t1F^DCeXBrH_Nb1y0!|o6xKk4Aa*>6#iVX-C1!#|KA;dQsoAN&o
zPy_1<G?TfV0v&d?^OQp{jK&Xib~Td&EzulIyrkpm%|!$?o)k?D1Gu6%M2AALr4GVz
zMWit;{NSPhgMK~5q6pJ`b7EQ}mS{SJ7}T86I9A6hREB0_+OB3Q5{#=YD|AV75J0k3
z3<M7j=LBX75XVXiStBFdq7Dtx1XPO2EVe@h-*UB}SS3u%hgkM<2=5sL2B`#W+~_Iq
zp?WGgYh(~@0iF(C2hbNn17O*qSjB#B@v5IcWQ_n}IU`FUyZ$eR{e6O`#v@zMGEGbY
z0Ab26n}QSn+r@Sq#f`btvFJeb;s&&!2n<dZ@*@E|Vs8qNk0Nw@tWZ27TLt#DYuBh@
zFVtao`x-P2QDBlN8q`TMfe(!USoA9qs0Ve9h8|Hk-?~zRht1>!epW*&Ffb1X0<#>E
z4iwhsSWO01-x~CY|GAgRK<j9e#cmCXX-VW((_eFI`S)d>c54m_Dp|x-YGdOnDETXE
zP`a3EmZ*>swS0_=fPv;fg3V+Z&J@91F+A*$QrY_N)rhjEtfN1sWq!=eEtVh$?o|mN
z92`7eoAOw;Dsf?^PX}sae`ZDvIie;}9l6RKWLws_Dp%^8COS6dSRSSxTUdl7c?<?f
zmXC@e2t=584}kH2N7)<eGM|gksR_<*zT$i?0)9?l3u$-&E%2>ua>ZjBc9jU6tp2n$
zOd?M;fLs7Vt4L7cs2<zGxu#Eo?JO5Z3RsSL(5ac`N8@I8Xi`Anzyl26!8E&wf|4H6
zN)YZfNGsCdN5Y~|Vkux3SIceT5t$^DqXT#x1qNh#N-Nlab3davLlsD>6j75qOp`}+
zLnG#huWF&wmfJ-f64V$bL%yq^%Ml7o|M(MO>Ns(rm+kffGmSDd#5SDfs-avibrPZ3
z-UU=p;^i9UilZQQk|H-ei5sUO0fbPcsx*yn=X(?^q1?#X9K4}5-$E_EZO}B6ji6S%
zsztmy=gyt;G|H`t?iVX3JC!gVmr8JfV52LKag=m`RRjz3PB9bYh>jF<q_SP4aDoZk
zYn5BBz++w(80cyQeni1jh!SpIwPT7YxtZWBpc{wVP8lgQ*j^|#)Qav5;y?wh7`dW5
zx1K7HJW>qfH2mf%ilZ=<fK5zc12JMS+DamY5LY<$D8NgsmQ#WbSFm9TIr3eG+Ltt2
z+r_Ov>_NpC-r*j*BIGI6=wkvlw#s%kMZZSqMqA{s7LxB633*C(K15K;U<kx8IoVZG
z7zEDvfl3Uq(0q7?e@P)_xKXkQlax0IndKT+qZfROY56(Ih1JpuhILFZt)>s#(XvOP
zsnRe=nsh@8JOk~hRVtwi62wSwdu5P`n#gK^;fx3*oCzTeWVM6F5yKGhZ~`iaIL9~x
zb@)@I#AA*gw7|n#TU*@7w?4?DXfLg=UcHjqPHp*x8<iq>73KPmGuT%jkdzI=T5&t|
zEpkS=ZoyAnc#<KkD3R-<O=6V?_!d^ftxA=dS{W^iy_EHSgm2}GRFcc!<dHc5FDN2{
ztYXD@Ri9S{0*7D*;Seu4L`ufV#0mI8G;yO0f{j><uW0LNz~|yC7DQoGyoYbaf;ZSs
zh)7wk36@aO#9pc(krF$rP%*I_E*F5!ttd0oRb=T*xT`+hJQYy;at_YqE2_>d%@yrb
zq8n5ToTJcR@kxge-hqoZXviYBFaXR@jgVcDKc>}sf25N9atcI`uFfFJJE4Fu{q4vD
z!o*kxawdpU9_2dPaxA80QO#)><tpl=xi@ZyX-!|$BtH6;_|o4A4mJ>l7OHhSrco|N
z5@j@N4uGi)F(;07tLeBksBaDi!*!Op_2zE5305g+@tc|En2dEjLUc-Q^JyrK6(row
zy@Cq>{Dz2RlfXI0HQ59bc*6up6DBOdjl${?9^fA-sbF9rd~yi%auLY&?E+TmV0RkQ
z))`UhZk4PQP5DS5uEScmOGg??Km{if!*3eO^(anrXrfB#EORj!g*5<^X#SqTA24|L
z!Jl&9fygJEBS~FtUCjo-pv6YE5QPND*P>ikdy%H;(9i_1!6zD3Q3Op)Q|?m3E#9s?
zb`bEYgaSeyMooFoUIsm)C!HNJtcb&nxOMeZqY~&^iz_6TY(kivEKM{i)72y62o{9~
zOZbG+3K)^nVp?nAnH=OSC??0cy~aW^NQ1p_kO1nHJvK5QQShNhBvkoGRj80?&ILB&
zTi}ti%yeW6gbrY6Y<J5uo12@@pFdZ`R;+Rq+w(jgmY$ND`Dy?`fh%cCL$HyR3KG<+
zTDF!0Ws0x3G6<flY0Dk`C|6wp!}6Vy%6oE{$t|451l9q7Bt_;L?nQ&rmQVPNi}(kr
zq5^o9BbvQ5${0ks8i$aK{m>DGJ4{(BeWVgEc|?vB;7?>C3i^m$g4m84Gz28zw~G0q
z4}|Ij+y$9DObBY?TUT3XxQHRbp$Qp*_y_IKlm5adh#CV)5CSRe;Ij%XJ6!0@K#Jj8
zWG-Z0SYVO@ye)7-V3o?sF)FM&%n=ch1y?ldLoUko`!&qtQq4jUvC4d_NV8*Qo2&Sm
zgJvyftZS63Pf5<lkX#C5jt^iKAi&cA4|MsB!kP%Oi@m{B_$qGME{+<<ijFfB$4YaO
z!A8@;btqTjbGzKfKi~mQ+8of3151c;C>LWyuxRsii-e7!FOZ-=$;j4-wK~R8x?6h@
zs6{>|qkVc}QSdIiopFj%?&Wy|2nJ$-T}7YgIS_pz0ri7h&aBQfM`l3<a!|@LpN-^u
z?^7NC11A_XLLc^Ow8FX=n6~^3b-)IJN<N{iA>L`yQy;krI!Z)<=vSWNz-SOhL6?M;
z+I=E0Gs3)g?;f7S|J*AUlBFoi7pMa{#!|o>qS`37C(1}P=!#?GLrD>kP(7MOwy48$
zw;c*bz>HhqQ2O8{n6!j-ylOeTSz<mDEMcz>QCJ;U^QygolLX!lei9ZH$Wxe<FItp~
zNFkFgvKu8j-E?qEIc`4py25j%Q80#Z%_`G$q$)6jGzlQ>)+0D4XPvnGg}=y}BTejB
z<2|NP5`<tzX#_t;+)7n=fE<GiN46h7e)QuP!ra-}VJzD_R=AY&B`FC&r9(I}!4gC<
z8AO#UGD3nJ9UYOtGj7kGJ!>5C>T4*sTE#TC$_$b*00X5b!r>WqaSlU(p?nOe@)R%(
z+78r_6(pO9)|9E1(+6#GAgxdVw{V3<pmBkqxwjJef`42^S*AE^lxkdx=*Yq0vH<qv
zpdEP<;Kf?Rg_}ck;7u}GC=Kx~vL)FS>1q5)F#*Ce2o~p%Niwmr%%EVgw<hiiA+|Vl
z>=iScPk9~|JJqbT#gGxBD2Rx@GgL+hqNYO`K}4rC^o7kIRC^^+(s(@)S*sXsnhBup
zP>@ir0Dw|B0p=H8UjNsz&DRHhje7i`Jfl@W1$F*6&TsUmHXLd?gHq-T2V&t>O*-d|
z)0A6q5v;S4d_;tToOHH}dl3;f02nAz>#hh|{`rj1piSVZKs8Mp;*D&Lpi|YXX(ZbM
z4lPtayT)t^OLOeyHXc^rB0w|g%&|PfMVv1L{H6mlJR|z}!6T`JJ@{5eaH(wKWKYcj
zY#2i+rU8l61_ttB7|0!?kVzRMOtw3o&m0QV#~B0?4nCA+U!w389EwQH1C2%$lRhSR
zyRYbVRRCjP<M_%<p|{p#6{(r(+a{QUqNO|=sf6Jjg_kZ}0#Sj+V|0cVnF0@Z6#?Q~
z@(HmPIphZ<>1nVGMdgSpT8)~vQpWBic*HGAEOaET_>E%dG-|D!cB`3h7u@cVj>aMq
z&@Zu6;_zNGIhMAP1=)h7Ci|p6WEuxc6&f_+mdaOziCsO79_MOgT2ySgG{i6p30Luo
zb@ef=E3}gt$X$ii9E0)#TG;5Y!wg~#C(Z~&=ayq-kU7_{Uq_Wso;*<+ot&JAg*o1p
zxCMFgFt3^qKSrQY-*$zDVo`1%7Rd2ofdl1;1d&0m<%{&0Le~gr!2_T&3fs^Yo$?Zr
zWCD%?yeWzxQ$Zqkc#PV}pL+NWU%4d&`6D6%X^2mR0IktY?rT&v-yDw+lsN(?`rM*8
z;Vayzki!hsITBNclWhc4@G0n!fNv#&j3bICB^sY-C>KN86yfuysNs20U<kg&Il#;!
zM+QwyLs?D%ea&Q{XSMlZ!=SieQQ8Uw`Anm;6c9>zEe%D%xH!ssYT$n(;4OmN+uMD}
z6$NIN{!mI3onZizYlK@%AagLeD~hlY9<~u;cPkv+E*YukV+iM?0v>~Hw@@l%U>xPT
z21x$obLXZ5QDkK?660PT5KuvMs0prXVU_Zz4>v+f4D9L_f1c)Bn5oKD3IdNd1gkS`
z<>2K%POjlGk~_808e6Qzbvi_uiRVqT)-+`6mR2<9TTX`ae9lYpEe=Gg2Frq?0EfKF
zT{uKD0S>X5RfO<4cX0)i9quA!g4)1dHccxUB3o)u5BA^?q!E`!i0pHEilZ1otR_0>
zPGX{?m{1BkWR<dRBP&?Nx)jD#)xb(zFxJc=S(>YLp@OT?zASbQdYzQo;0O6ODpSa@
z3SFajSA7IX0=!WS%;X4y#gOV@!p%`jYcw&^R}nf?vXX{X%r^mtdn&UqtqF;BWtRfp
zMpMQUrFmo_hsb(~CR3dCa2V58waO+r<q<%ZRzMg}8ZmA@|NqcPkeFI^GO>{@4$%Y-
zq-Cgv7D(eIIG5nEyVq*jZ5pvMS7K^HPfrazI+W#3CxY*O$H&L--@o78-R+YC(|87c
zLXL!WFma|z*q`0{_#n6(1yK}`N8qZORlZt|buE`5$QE(+!NIMk^Ep>vnE`$@WD6kx
zgFt-09L4Hb7yU9vp0bD`Dg@<FXp|0gW&-Afe6;C!1wTQgt#H7zL?D^8BEtWe8N=`Z
zO2myA5^>29IVDWeAx`jKukervNB{^G0C=10&@6zdE5y1Y6Hp0}m~J)xaf^<U?+8Y!
zBnyEG9GImW6W|#J$Q1PAF2uNt6Cy5Gt6)i(B%Ls6u`Z*8z(#md1wt#duX!4aiWE%x
zDcM&A-`nAt+Wga%y=FRhkgfTIE8Yk+j%GEI7nH33=9gzk^X<iX!66O;2!s}@GK~Xi
z$i37K+n%OBa57Ld#Z(KQt}xHTQEv5Zl`U6eKi;+r3X=Q0<WcTI$mmhA3N{XFnDP2=
zK2kzZ=yYM#wW(L9eINVlKU8ie<X|>iSZKLhJE{;!u$^&?=S&oC`q-WR(8bT-&4C(F
z0hrRx)h$NlF;89LDuVJ9%bDPq<2~SvA-T~6`3t&SC!ko=*(7D`1!fw<oglPA`1C=!
z0)e;?4p9UGHqI9#n~IJRET`l{dYDSwqct35#ALbPY4560A3nr*N=+nbzPBMP?Vp6(
z1?2dI&xJ<q0iTe}E{CtP80L{Gu^1ZzRPILa`h<H#Ea5~s@sWuidhmm$uC}D_60RoL
z)b1w7&p4co`h?Jy&NP>3=9o;rs|mJ7!X)U(MAM)bjQLaR1rs>o5Fj-cMY)JE_~8@%
z>N*oZSHmP$h2;8xtr?V_p_(Z3^{v$eZsp*=a89_eDk^Xk?zM}3Eyq8ISEscGF*z96
zr7A@xB1u1oVN`#M>#xQ3_xF*fVhN#1Obw-g3VTs8mzwFbEsT+1NA<~2u7x6kW1$+5
zB3s0(Gff6*O2G<RDal5x+c88{V)K$Y;L0@klsJ;Y5?<nSs1qGfmj(26)k+7oJ#sJ&
zcj-H?0TuX}%!h~$SxGBYY!`<VVn+zFz!t8+??jO73OtSib@E}JALIh|v%B1pmB!_x
zhIoy@Dh$|EvwH?&S~-P496;itp)vr#&!|smigKZ6J0T+CfIyFm4f@j-y+;DBb?9$g
zYLFm0svvH^d-txtB|*6YD*fq9H)+d!^KC~gndp}lbY9qYZEKL1e|(21xKVXP2X0Yt
zc1G9*$Pq8Ks{}Yx1FGOHb}-4VDA!dnfPr0w&(Ra*_5v%KFoWe>F&@5+47o`9qaEbq
zX$*{%U<qLGYRri()u<R)m|R6FrqyZCtvOncNWizyNWP8SqH#|#jAWrI1Uhg<pJEP5
zhZ=|Q8^Y;8=S&^9E6SFCb&igJ4H870Z{g4gms-V#fMJdaLIc=5KrH|Bp|FAkj4|9N
z+-hux3y@%b2=`PV{Dh5j1V>+R6`ZspUmrWgJi>&3Fqm7(h_CFM4yMTt+3G1mQ$|Kv
z)srN9iqO=$vV$i4qc-3KdQzBCpoQTb%C;s)iIoH_>Ss9Ys)G*+MB{dGi*Nm;uA%h)
zqyc$iRA@94-$JHM9TQ2@N7~GBOt6K==&$1`HZ~t`w~OU;M!B}5xo|kt#E5!$Nr!Lc
zk?hvIj#a!3<q9z<VoT$vDK{`99}So>10k+nOyr{x>CY9W8PwN$1nQ`RuL6&xh9x6v
z5BzMchPad~l3l%F+Ctgif22d*rpYGCGs@Zb^y$+VFJ3sLq9$09fRw>nOarPXPoDS$
zArP#PO^!%-R)^qQ<3b#}dNDMp@4H;JirncD5(cd*K*u_j<fgP$AA+T0f@xGj5&9g3
zY1svq^ydm72Yxu`c~I;lgSD7J7Lb4zG$)`5@Zh8t9c3-HvDOtU@`<hagcbVH0&c{*
zNTA$D$k<z&06)V87g-_RXt1)7-;@N@peip>51ES&%4H*I8dOsr!)Q`lUx0*?a4jn9
z)>_Su$QF%L72n#(Rl~QA0JiAc(F8V91`bi~qeqWaxiSK(`KPmn2k2a*zZ5p2QbHiE
zI5|Fnb|U~!ltiF|=-{HX>LB1W2;^809eAT$ea5l~u){g9xmD}x6g#d^M|megESNke
zAXU!6KT$59N00o^QKs=57BY^V&@5_FxZ+h`1~4$bLaN@UG$Zk?PE?F|EkUhTk$_cD
zuK033xcWq_BUreF37%GIt6MmhhaFe|7R_P<jxvHyUHMH%AjC*(G6(WGr17E22E`5}
zctEa!C<YS+z;>F@kYY{{Iyj7Qok0f;&Nm-dqa9JO3%C+UvMY8HS>u=o$5ypQs`fQU
zWHmY?G2`Z&DXHZ$c%Ux?h#^hJpNQI1jT0!7!vS6>5rS9)8&{xQ=1Xc@Yj~10qFiw)
z&L@pnB#CK}s#f{R1PXZ10x%s5>0l7RY)UJ&D^AvkWfXH5uF=rsrBGf=Wiu_e$~1k&
zyzPwG+7f2!@HWJvQye0fQJ+#FOyU*@bd7Rh6?z>jtcK+1F|w7sq66xZ*SM!{v5G!~
z@QFtlM#8#<bMgURjtH5nE$oi0Y-C)+Eh<tZqj_q+Ri5JNILGNgRWog|GQsk1#x;B^
z?>fz~mPA$tt8%fBoB~mK;jbvMtHCc{z6f_T3-H6SF|9AUJpy<{tw}o76rG8pElNiV
zwh(KGMKwBbo7JGpId~WjV?TYK$sB&*cKk!<oCY?|3o#O6=_B;T2!u%HbDN@i!ui&f
zf0SXk9kKU8Lkj3Sl}NS(wW=bpI_C?JK@Ks9bq$IR4LP4!1ddxI5k8UfC`G=b3j`w3
zG+D-KAd!qb?3iFX3Z;B~=EHm>X$wAqD?Zn8t1o}$J95?seuaku<Np2ofGwNQg0&==
zHmjT(7(+_(hFox!$f~2b#dvS5BFGyKZV~AO<VotW7YrEgDeu88%z&cCaEO9-z8bRS
zPiWWjC)U-tMch#hk`euA5b^R%^eg>2Dv$BMh73_Or@10eOpCHmE2afJ7;}wv8}U@b
z#%A`%078Jw@hwrVgm^F0gn&<|Z97__9cV<tT$-P`8t?H8My;Uo2n!kHSn)!n;1ttx
zCc5BQ?1zwn6Ha(Wj$=ZDgczZT<A4s7bZ}sMCQoxJ*#h&}g$_0q+_(-e#YMh?hHB(v
z5FOc9)4@g1j@eLISM&%HnnDpUR7x~4nYNAwnuCXsQGof5MR_FFBJPEVb2OSj2;sI<
zaMFQreY9^mwAe^d>bsU*@T83*QrpGJh|!=HL%QNyR#>GTcBLfEftHIrMcT#*G=~r_
zg;I8rU?jSxiB)cmGeO<L&!C8GU9lf#lZnW|6|EToR~a{ai`F!h0?%GBk%n7Wl;X>S
zE3^}<!zaX=CdW;PR}CU?oM|I3GPW?spor@u7O?l-QWn%Pho2>gryvJ==IB$8Kx*J~
z=?^vt!Pd4b-GI$E2k)?wy=;;!@Q-qR6ZXwPbnq%XV;i8-|Djd=$~d&+R813}u_@PC
zjvGM^+BJ}aURgjN9MT(;C_@WCA^~c%iy<72zA#lh%nC$GPA8+liIF4NhY=`+BHOVV
zL*fdtuv~{4`AyWg0tu*y<f#LT2dIJ4xt)`ds+qKsAT)$hEJUD`K_eFSc5E#Ik!45*
zX&?|M6zbqK2xq$-<VkN3Bx7}_2_i+{a+x<2rAVH({E$QPiCg=cDeD0h_K>Z=Rd9uQ
zAjAXw)5*nei6RH($~bQ1=dL;^#kj~4WuYCJ&$0McISmFdK*I`hUWK}V3UZv#;SOv%
z0%0M$I2LJl(DPMq@%R?&E@$meKZ(98M{!6so_yynxnF^bi+HKJl;60E4`W?S1z-+t
zFHoA7rdT%yK3(X>x@3xiD}fcXq~T|@T)qgF)0Q%H@ZtbP0t!fM7Z>a*90oNG;Y>ut
zx1Mq-E{c4(4l_8m09fEeR)T|;FsTxG81YK&P6sE2<3NH`mUs;`&Ms;cR=W$a(BRwn
z6Dgr1=mlv!Or{ZAqc2>9rc|D;zyRv;Gd6>HFFvjw5vA%-hfu~fL`fwu<`$;_KP$k5
z7?YqHz@`HrnJnonC%lga`nJZXbg-R4e2V~SLOr|VVOLNz!IhE}M$vr|G>2{!!z8XW
z_ml%YwTdVLA=xSl^C!nf>}qMdSlb*%@d+h)o5GQ&D_90X84Zvq4y3^~$~6IiEdgmX
z8wty6hRb49U>a%o)&wCFM9Ym^WgNGVZ)S-=xboH2co~67aH(<>HMzpShEFuN)@ryy
zvJgu{Ye}OO;kMRM*l3_A2jM|V0v<!8k7R*xfI+$6zI{75IN%%{D<eb@iu65gLfk7;
zbd(eHw4(z>w$c{Jv4NoQFh~gW)OY}IUxeUrzkU0*icX9KohIA@B=lrH1_mBpa!WX8
z0=a4MiE^FJ7Q&vWIX6L?Cs}Q#gNd)GVZ_N&qnMX#2ZwUqm9acYVPt|=<t9g|z`;^h
z+FC@MVqPL}h=n3<J`YDSmhitr$^?B4|M0dzGh8mSQEC%~*rQzZJB`Cl2>*7J^(xp1
zfyWr-lfur<jzSk!fzzPlhCq^$LvnNyg0YbXT8O}NHE-*1smUBD;$<9_6!YAr^5I(w
zPcgt`PLrNGaEo#wO~Yd$%@MD`n{fa9^YS13K`Ai9d>sjnW6_;**C0n3;cDE7j<_B7
zA|)eEF^?*Vk+37oX9O6-S1alMty&l5I?w@9v#@WucntB9W|h$3Uc&8;^9gk53#hky
z3Yh5>V4$$dJ~3r4*gMKy-HMcBk<+-2Phb*aQLc(HzO8gbP$CGH3<nZ!jD&?u)==9y
z9>LOzKCX^ql{R}FD}V>pyiJI`U{z@f$&x}$BOjEdNe94|3m^^KLaz_!SPRjCf&S2!
zzS0zP5(Q2q!vK|>8gK>wv|_&SVFpM>HFPi&D$HRZOKl2la?nQ73YXFWH=<2NsX=^*
zmVLO;>}WnpM9!{`5AGs|IkM8zn9~x|C`>oguqbmPaMKLpVP&~<$0K`Ls992_?J4M@
zCc&bxj(9<%<dSZfjYXn><w|ha#&4`cxxxy}Z0B>g+z!cZHFF>V6-0wZ@GVrx3w?YQ
z<)R(<7i-NR;hx&djv57^OA1H_JX2E01zO<&Pt5@dtU?YQ+KZm#Frjn7RYOe*7^@@;
z@c3d-m8;N&0a<`oC528jd*;lU>7!qHVGD@W)M*^0iMzVXn}u=<O1;<MPnm8Gc)Nvm
z!4eCVsy}goF()8Mu!WL*$QvBUQ8btSJP%i@IDsa%s0o~ABMW7gRXk=gi!@r<NM@<)
z?9L&|v%U|=bew=UkgaTGyXa8f7DUnC*+dSwa<V?PQJmtCN@77teiJ5h^ie$|aJ59n
zY4NQT0~n&JdtI4e0$}Ld%SJq78ds1{Nu;Vg;1DG)%JnH8EG2@(l=zrAzD2y2qi9#l
zB^s34*Hfb0Qh;R1g^f+HuO(8_G!snY4UHz;%S&wGWFUbJ&Sw{dKpnDWmj>_-9ngX+
zFIGO+IED}%?;%f=3px1q{Q2eYxYV2)uX==hd<Q^8coMV#34gl9NVwNiwWwM*=0vKn
zWKM-HHq+u;lna3-XsAqcOM->wpcfn~h-oM(5HgfPwdg}#4%ZhEI4K`FTnJDWx5Fgj
zg+P3QQ89^<57Ioc3O3L<8wFY-6B151fhHXvQiIx*VS-bJdPXQO2Q3i-LikxY#F0u|
z&H305%i$dLByv*+qCWlT4$<KvkU&JZS~4m@Jv9#YjnhQv#hT7aTr;H=6F{ANp_fl2
z1*?Ox-8-Wp%27^!G)`ce$VB<*=QC8SYSphUGR+)IWS_O%CADqDX&~xEpgE4MQ5C_m
zh%_x~<y%B;tyKsg$6Dn;G1DU;m)%UD9*ekLxuRf@8n{uG2`l)4B0vHsqmW_52)gF*
za})}|5>1qi$GSQmX^ohGe$AK8ppGkC;~X;8Y`8*d<6HAZN^08<$2z<yATQ|SRvE@2
zpn@5U%L|p5g_fI7rX9Imhn%j)ts(*W$RL@bv;dVT*Dq+I07yovW_4<4xem$&FzM|4
z5_AwMsf7b#5ic-HZE7=wqgbTRWWK_O5CTQTR1|OpGm!wM;xU-S4Dtn5oq9S|EPNG*
zh`y8&eG3JM1DOM3_yKj8Mj2^^WHh(7<_(z$kes7#(do>xote~zN#Q0+AWY^f0H9~@
zMDPFu0!jhna)*-45ft;qk%pEVH-{mRz<gFnaCv7J&77g!<OrF@jSvX!{dT6(083j#
zDaTTbnP}6MId%s~ed(r}#j(8275WuXoCD$Jd&Dkf6$0T9tMck;%7wSk2%;KW1Z$<+
z<$^b04Bn(L?<pp+4ZcNm8ZN@Lm=k|0HC<JA#*wg>Bdl0c{vk|2nwk(*dIiRu7}Ct%
z%^^@T2VZHp>;E?7W)6X>Src5zvAe`nczC2#78K4wN_@h%I(*pi)PcnnJj0pJDK#zU
zV-HBy=XPrag<IgHYFv&ug*6crUshAV@!={F?C2^ly6Uh9bgMCF#dUlu^`MlC5QrdR
zD$HYFgr*@(YN!=^sW*;@Xig>5a91zsIN3DGj-w=+t0DvyBSr*HCIqUB<fcdgIUcYn
zKmrLkDX<|5^(jYfN~TQLv9A)>7cETd#D_yauY2b*Vh%dBkgxcSC#!tyMH93sf1L}w
zhd<rQYtrWIpgbj8%dwD&tRh|#nCS!|--v01%QAj*Ldk0>M)_W^AP~7Z`|t_+D(`p|
zfLZ6tz3K<aE*YacSucnl8DGHt{oh^6anbR}1grFo;0<EQ2Y6&9wKeHL0sCUDI9VSI
zFp^IJO4C=bULi5(SH}tlu${>iuv{mt3=&Q<f|5Q!1@>_%$~`(d@(UW*sTP1orWhP7
z4c{7(IOs^Yg-^kWl%N{IB|Z{kyX|6rIa`gydypWP@sG(4I1b0y2!xa4NvP&SOvUs1
z2|=eMAW5!{kUecXVd4QEizs->1lbfRQAQupNh0HXiwrrRH~3sE@S&|y7HRU4+CpF)
zFQF_z0t|TYJ%m6o09`gBF&Z}6{LWT{rVt`f$4oGb4|QyTV`*Xp@N5?iQcU(qE{TS6
z;oMapENRX(&19)()0%NCD&6?aLf1a$g1uETS3YX;3%n(l1fjECs3ae$M_aJu2i^b%
z9_F-s0vJLD)!>0|HC_cXp0CiY>hsC~IbL8ZajW-GP^^oDaj7a7u28E^q#9e|Nlc|F
z6pf?hIC;iZwvlSnP7|+3Q0I!}(6SO5x1e15ptTDZE?^rIgpaQ{1b^}XKX8{T-r!H3
z7i(}86r8LuLp#nmQRYd3Ml66Q*Bl?@D_`x%G$sQuZ`cw3sV5yA6Isd}_EL#%G=X74
zAk#S|k*S0<VAy9FhrZkde(|EDebJ^=iuzC%nxd893ccj==8gt6e25sq!xA}8XU$|2
zydt4xhFItTq8L92gcv!Dq>mlJ1{gTOz7RqPVzj9pbx6h@j(Z;jNK@##`u-3a`3-<I
z@RJls#u6=_hdM_CE9|c6*dhb%$e&OLdvF-r(^+9}ZRG5{P#9Z9xQvilTnD9y3l2qA
z8OaJ<$CL1h1mv$G4QMeN-_~Rzw^w1JQ_WMiKyI?;mQ0gfrN8BIvP6&tWI{VuRB^dA
zSzg#t7BtgjWhyp<uCHIe(jQNL`n3FKa^Jpvdw6)L<0vQJ)+A6~lTGN_V3h8q3|u7(
zT;W*k>YturT}&9e8V6&K0I3mIBd*XT?wrQSu+3fg1W14x<x1*~4`nLl;Z3QaWt0?V
z3vUPnGQ?5vKmuAr1zc*CjDQn<;A)u;s}KwDOyCM$av-wZcFJa=xP_Un`T~dFJd#8(
zMsiviL_PpOJ*3))BfCV22-8_0)`G6F0-<pQL|G1RSj!;JbZrinw!23pLlpBpmB<!C
z9dPoD<C}FAoK+h1F$aw8EBymMvfbX^hJ1J~-FSmcWr<ZJU<0BEEM-7cqn@mEoj1Ei
zNRS1ZB^cWY#Z0O)nT-w$tr&qv?;sotY~dN<fEIvpIRDF8Ap?5^qPUgRzRyT!NsV=l
zDBiHEzGe`jT%G1#a*-<9!~m{X7gf4C%DqORvUt^1y^4E*${-%YU|LUOUE><Ab4`Md
z`Q+OaHf-uC-QbOHMNNWh_*UYJNP*ydkl=Pv<5)*30CO7B<7)iiXqKKVWf7SOR+Ad+
zb+~{c9)^EROFel(0cVFC$uueB<xytg3UVMHY;4E3Fz+RTCjnLHp$Pwrj;q}jjo42X
zQwe#h0EJI*ap}W{4^b{k#7-s%uF&IK#AOM<AV%dVhTPiP@~TKHN;)Hi##t%vgw@gC
zsSQ7<o<l5*_pAjxSJG^qSbYT*W%!W(5Dt(|F7BcRLXMM3pb3E-&I-D5qnX%1)<{x#
z!-UeDx1rR08)<#JCd5%fb3%j(N<kD!;y1Yugxn|=4m&smOITH3acs0E)|&Z4wvC_&
z6A&FfK}6<TWdzyQOp7jbOfb_D>?As_=6gy3N#WKb)8va=EXr6VF1o-%ySuyo4VuK~
zAHD*uvc@iUq^-3`i6~@FIBcL?r!&An5nLf^tcyt9Dt)C!1+ZIquHtP(M&JQBK`a7+
zQs5j#hz>YmBuUK{sydjQ>|S&DjUgy8x?>jv@-Y5!CNjiYfagG-$BhULO1WC=xRLcB
z#0fl!Mr<mfT$!v$Hlo>Ge03xj#l#Wu0+?wahZ5x)PL>FiREO9FFkGFj6{u1`I)Dw#
zu+b`g`tT|ZX)8@^M^1BWWF|yW##OT&pvrLyxEd!16iu_7Kz-36hgLuib(+!w^5v9i
z3Fl99NQ*Z}BUZ}DI7F?%uoRG<5Ua%=j>6`fjHubdUVIBA3}mLP)Eq9n4Q!w&CBef%
z3{-#(R~_g;f^RE#dH&+Xi<n0W`)2EV6sGl-t%HjINgv~#U;l{CRo?`}i?UEI62Pkw
zCSIzcQ+(AUh{C$&U{qW>%?NU{5T{{deB$a>QxAKJ8|kUEw$K>?-c060wik4LZshX-
zAa<hfmOr7F_rT91XEERbExa+urZf+?46jC&GP1zdGQxJs54ZX<rIevIKk&1R<4<Rk
zj_pX65u8jzIcNg-85Ck$<10L-UPZ9Jf=WQVCxr{KEHh#P8Z<&%7{JC>xds3e)QZU2
zX91q)B}~QbQcsrYvy0&}MLNhe2(i!->=${$A<2AFL!OFZNYmj)4U&yehLY-G3l+L}
z8wioDERb~Nl(f<TIT%BRs0jk?sHkS0;{(ohTvZxikA8_|jw266^Bc%Ppg=gYGzV7P
z1*rNg>UE58bb;So5sNE4yTvmmxFQO>L%6=HTg@Eg<CagXLht%Eg>X?uHFj}pjw`ki
zFUzA`DmkF>B#Uh4pFiyF?a3@zLk`KsodgQdnYKpwUmg*tV)w?RNPsRx3Ov3leEar|
zOXFCG!n9#2TCQ&<GzyT|0XFsk8|NAda+qSUjsW{gUOKY^*w{rSX|A{x9dTiWJ{VvX
zDFA`oRe(&80@8=()>4}&U&hoAJYx<5v^&^nfT0g6<ltE3PZ=zyPd6H(L1b$X>L5Xr
z1-1r^Dph@4L?z?qu!1d?uuH-sVI%k!Y$8B|q?u46+bf_(zj)QSG<OTDbZ|AoQYmI3
zfi)T`QG7S^kIwu{B7KJB9PqQFEhtYyqS%5+c^*DBsfRRlcmUJNN8mTo?rq9ZBBF7x
zxG=LL4+C%`hl`6yaWYp!h+qjBz-x|Xt-kZly9V-6>8YSJ^y}^06$5K(D)b9cibD<S
zR`jAoHKA${9YI>vAllS01Nw?lUC}Sr)j_}0dfF;1XNjhxp<MIT(n!XR=v}JHM-k+F
zu6F)1Tz0rRG&P}*5QMT91e5|W!T|$vknPSCIxE!SjW_tDw@WUPGSsH0)S$UWF|@C4
zF|Kqst}nUx7POoNk`#^LSo{zH^0^R*1%x{tRI{C=USX(&d|biIBb`Dl;^qi3)&h9r
zVhwU=5QTcw2$uHStB6;GD{>qef`Uon4f_HWIN4N#H_VCZ(Fjq-Lpz9q5Pj?dU2OqZ
z&}EB1|6KmV3$9oi@Th8)#DOT;ePwM-4q!Nq;mj8ink#6X3mUSGcqu>>-nNlE0(%Q-
z%iCbdSE@2aRL2(i9%-0_WR(LSG76J$xbWdUL>HsBwV5p`C?wFwh-nH!b2N|KiZXhK
zc2omJ=HMUEZ!-DxL9JZvA1^T3h@8cl@>;DDEfY=$#BMUN)+P;c`K&5^U{#F)C%81q
zJvljX0Cn5Az83fDG^jqo25=h{2oO>dYiL)YMY+^wf}G_&`e;m`27SOA1FY57@+bNh
z3Y0U2fjr=;N3>-iA^4U<yk*c?I!FY*1xRPEV0FGL06Hkak2l~7TMknpA1I=mRq_s<
z$}$Q|N&F@aaW7OzMrmS1h6=H#GEwG|#;c@3pe75T-7T@qXS=7an#qLQi+pYRd_{=e
zqdxZH0s4Tw0}kKr?Cf|e)F&M3_{3yOQh>lHnoM>f-qH<Y>&OUlWQ4T{#0U>qV!3Mu
z+KyK>lq(&eg`c6ZBOW|BpQ|wp;GJ&VE`q3o+tqBEN>5oU5W<0Jp~xYQi`?R2H69Lh
zBD-Q;#HFtUokDjg6j{L%rox=~(`_`nGTCzJlY*<hr>0qJzLFBTxoXCdxj_{*RO2@(
zBOF{LzM|PF6V19ZUlS=F<2ONs2cehdP>K@S<<y`pbEG7sErrpqzsA*`Qk6=sbfB26
zS*NMnsYfNp5Z^kXIL+~-LI7j8DrW=;|HRUy6M=>fXqsqv74wLr5eT6b1X2%KiMx)&
z7wLhVa~VP5I%t=JaEKmRq#04S%OeTP|C-~2XQZCo7kB95AGt#g4n&?3hY*`4(0C;T
zI91Ga=);u}3K+DUp1=la047_x2-_eu?5D$Tu8@Wj8KTjjd@pfw*14dJ$JmPGju@v2
zW%QW_>SDx)wB>f@bB?w4!o4=Kg@lz#5S|;cuK5~@Mi-onG29BPS~TV~4)E!QTim*O
zY6Si@r>&4dyEhSiBitw{5LeP%-SP&Sb@Wh@_k4-v{Mb8733N=5Pb)OyR$93&>7>l?
zYLrWwm)wP9zrQZk_p}aB>A)Llos4kHEtnR5N^ShfEi8&K1;Ta=x3!F52n{=KbSlW<
z0W4X{Q6k6{rtyIE@4Vv&dF{L=!4iRHsR)Xi=9@gE!5g&1R00$w;wb7t8UW)lH0Y6O
zFeY9`(peBOl9;k$J*cn9RyZNea`OpS44~Y=#`dac^5a;%sw2~32C9v_T5CJaQ;(ut
zI>3_MrI>Ty%b*XrejxU~278v!%4D2O0gbV|tuet`Vvz><JdaxdQm#n{4sq)d#i&gP
zt69Vl)<FmZ%MRG%d00~7!Y2<aaWMmL<5(Wn5ep3hkp|BrTLrC#SCy2m64{{A*9SKR
z6?!p<SX7&sR*CCCcg4L5Kcs}m)Q4(a)QX)D7n;IdSW9ObXc>uw&6#pnM|ohR`EZC;
zynH3WDL_e_266)AGYjW%6z_>I2f`<x3$8w{5KY129}bb2Tmf2+4|1?KoxKV2n5UM*
zLxIC!YHY8BHl+Yn<pNvW$|Gj#&_Sg^Rg=*#Cvb>!$5SriWRfK>;X*?t;TB4P!zu^|
zXdSr7O8!a#32U1038I-|%_!u|K;XfC7?NoQ1>HE9Ehp=5zd0S~W?x4VHN;euNyGMV
z1-&rIQ8Ea7*cXH(5k4e2;h<;&hJj~Gz?G72X-HvL8N@9T8J75vo^Gja7x|8CQ_SS@
z!h8}YEA{OQw;Ee~=0(L)OyI<Y6L_AIo*GwEQ3m+Q=L*>74Ub6B;Y^z%I+3z9@_}j~
zH}00VA(@iXFf*Q^IRe)y1yB%@3H+`a@CyNKpfZOD1~UO9)TOi~nUbtvDMsP}+jYcn
zGT=#VA8j5yc;Igv6jUlJ9j*W{I04-#*Jlc4f9wj|bzpm#SqIo4N^pS$7m0#2=U(23
zY1znLwCRfK5e4sg)T^s2+ZoFW#;UI*I2<y^LYiw#FpU#b><$PgjyaHw5cGL~K(G-Y
zhoh6X(hmHh8hlkjNHKZ>jQJ=_C<P06K-8cJQX5o2)C7HwqAi^{mOo7(fsNz`OWE3)
zYlOEws&PVa0suRLnaW`S)B11rtui0j?AwW8FWNdRe9J<)BI5TEr#$4_5y*2I4C`p-
zYm~Pf4#~G%mQhBcsd-#E#JDYVNHE`W_=JQh@Z>VLb8lqJ;ef=|n2NW-jEA)-*R4|z
zl{uQdpQ>P0fJ^0c{=AGf?uup+ud7E=+nmT2cUb~m2q((*wp*=>b-j$EP{4z+<x9cF
z2KoZ6(4~)oD{D<g)bOT};7fvquEwYIHICU3rc;1{PA*W#7~H~Fr6=b@JBmYJjkv-I
zunD(R<qC%jTWHP-+z1sgV45Ys!-tWoq@Y_zhCVgu&lZ+an+}d4`uNhqd{5Jy!j>a;
zIL8k%o&17@i@;T|jM$4NppGFWwa^<!CLX~RjCH~)Fd*Mcu82EF7^1^Ed<D9$QjczS
z6fDH+tYi@a5qAQ)!W@t$0qbh8hi{c_FiE(~;y~3b+}anMWQ_)X)>0enDPz2>r-MOG
zHj))~aqCb}&5~v>bV13IQKFeoxYXzb!K>G<U6adDEd@04-KvLu?Dh2nEn6;yZ6V!c
zO0YL5d2LFjVCjn*_u^GNgKTv$24~_NZh?O~dygQ8lCnee!N61V(Gf@GE94W|qA~(8
zkGObbvLzCyEqIl1{6>_k-N~WnvuDo)i}@cud~j<}$m}Z|LW5MJTve`r0A<9j<J(nV
zlM8i_vj+B}tW@A1o+KHz)ep9=G@>n)uqAYL{6Va~lLaK=0X8~8%#q`rCZ0+e(^$$t
zgsho>5CB#Bo2hRXnu`>3Kn1Nq0{M;@GBq6-;D7L7tjTn93)p5t4sS~$@aCoTK~M%w
z&@2J<V2n8dLt`Uj#agQaQE)pRP-JoloJ58}0%qVA-pDZ@JT&r=Ilnn89dJrql#3-G
z-%Qh}O@Hcv1m$5~15s<q$EY<svYmXcAm39_&?-N;eQYF30~M|dfl^Oub25x^J|GF)
zP_7Qvb;^6!_9a2WDqj(i{8g{w5S>O4RG$|RtPxZb<+{bdIHx66X}GbU`0-Dai(Q@I
z3+HYu{|rqZ2@mC>HRNnEjzzqE5Z39-ty)^M9k$m&abA=-_UY57{^E{rVS~FwJf}sl
zkS{C67t_KaCrBR&3wyvu0*jQRkcq)W$||1cRS{twl_Z4}z@<#6;&r9Ar!;hO@g!e4
zU+BhUhO<uk$TjkDDY4*+d_W~w8o>jQj}R(CM9Lf|I6%UHm};O4e&`4qRekDGoMujB
z$Q*z~hBy;oY)4hQOJq*-GJ-MKRXUhSAlSr;m{z%q6RZU)xYgl6oD6Js<bgn_FCDBh
z83OGtcOX_GPzmfwUhw++?_h~A`)2C{Ab6WkjznWPvNa!iZNU(1uh}#r4cL}g=!2VI
z`cSSo@`fEbfmSw>EN<=IAhCo?Y9zo?pS&23Kp>xQ`N!eqDR<f0zH(4-TV7(~WJ!Tz
z!2<v!ptxgEu_!cN)qP~M@6DSxeam$mkV7}QFU2ghN^;S2Z*LC+V;+Dcgc@uYeP9L#
zm=PU(>+c_;Tq82eb(l8#Mb1W?<|OmHsC6Du7=)N6Tji;Qr5o(2pn!+57(hDk47bn+
z8{j%<&p##zoW?ri@b6e*qXdx%oIq6^E<rk`32}55CdaY(LM)!g5@;D{6>^+rQ{!aP
zR_Z~cg+Z4y#f5I%Vh+#nJpXGvBPe8=&&CMWRm6=5w+^41Mw-w^%d$WOjkC@p^F4Jn
z!F(gJJrBrtkDwZyL`_5xFUs{oXFkl(ja&FccF@YE8X@F^G&H(GtWNm!h;ZbP&fMtG
z$)#egPnre~_?Bm&(V@n%yy^(U5}II%+ORG+di4-W)vN+i9jjpy-v-eRw!ws0MQLXo
zEt`g{u%EYb1gL|8dZ$J^T9kXb&_xARxn0-8{0wLzC|7l(ViL2}^zG>LsjU@n<l}QY
zIu6jgjntOD<qDr8Oq1!{%gN%R2}-02R~1^EAoMUJ4Rv?`%-E~Y1v4ZJqF^8dWQrG%
zuqaha0gBO6bL+fdHI*O=W3$&`q2l#TnA4;Zg?ZTSl3JvsCzXU1@bE1K<PHsE20RQ%
z5&=}i6u?BB4)K3jm2s>y4lt%cI2h<e$bi8F?xGu=IgM_@#A@SqC$>@(4FVp%l}CtF
zTDjs7Y^k<X`nr_`ROLpKq0Up|(IDMm+fzF#Q+)v-%@SOSvCTnBejY-b3M6Z#4;Z5<
zlQFG*EfFa*y`Jb)W?ODDRyWdbZIYe6X~K3vk;r@~K`3BcMj&A%Bk{RWAaEn|RTS)v
zf-tA#l9D!M9UWNBE~f*X`5Yrz$TLLI0W;H<WWE&?%Vm%`J3BjX-@f%13qA{IzUcbH
z1NsP}jm#nH;NXB78Ypst9Cw017s?GYQLcp^(G&jVh^xM)@Q89<p$npz$!f4fXfPnw
ziU;zMo>T>3U}mhO#%#>Q2|k3{RAU10n9m9b2_%(jWO~G8PgT6uLMbPJAO3_Z9AZ8R
z4n%(IWE62cgOl4Gb=VqRLo(jx0Ua`dR^u7UP{||B7Dy>&pjV3?%`uZ?-qUnM3MImr
zMh?)@#GoePnmHmKr1?ajC>Rqy*l<fG%9UcyM9B0qg>sc-J}>z4BlN7O&Zn682B%1#
zd{)CD7$}BK26BBJng|3F>_Qm;6MD;SWDr7_FP&prWUGUCQLeM8`W72#L%H55G;vfH
zc^AeZvK4_~S5>Rdg$oyynwUft;R+9^SXql$bRfso1cjD9nl(YEzWK-#BN@lKxKyhS
zgfx&t5z~MZ_CU_K$qT`qJ!>ub5j(zB-=Z}iQ7O#HzKZ)+<L^MYRIOX4^NG_0sq!!s
zaSNse34V4M@dg8Zk(Q)BFK}iq6)bb4Ftl(Nh2h`sv~{JebAeW_MwGaipFpR8%HP$F
zJj~l*Nw}bdCC~*4fX8o042nQkra-J?kqIL1DwObpUUV!JO<4vK=7=Vo(26ZOlEOLS
zR*t}f41zQ$b%J<tpq?<f_KjL%T5gW)BOHY2gGCV<l98m4i45aF5Or$~Zr72#h*aMB
z3o#Q+rWjjTVH{`jxkq?X5vW;inkXPQoJJ+a!mwM9u)5}t7JOB+76)2uG9I>_96`Cp
zF}4X<izr)HklPv!3KK(wNp|p3@e)3+7Gl)FaE=v3mcl?uA$^D<(2llaom65wTg*Xd
zBnu7wO>nr-&{g)yFI-`l!^1<aushaOrlMcOOC{&BO+m#YluHy>lSw@_m3=`7<tkeG
zu;8;W%9Z|#TjwJPK|5U4qTh(u`A$7G0MqP32O%aOH{v>9003CH?G6lVhX-UOj_}W)
zwvMrR)h$)Ej%?GguF?X2$`0IRgcCdhMOVvBh7(o`3Xd5#hbHn!6~Sb%luFd&aD|)^
z$mDs`_>E+TkvY<VlKP-aRj5X@++~idJ~-K$d~_;mI$+}pIYgPj4`QJ~UF;{U@($1I
zu$^RLx!rcIT%kb}SBL^~z`9rhkoXY)Q&^QnG0Ice7O-S@n&{Yq2Q(d<>X628%BPP!
zBE&5pa-ELG70jd(ZqaBWQbxQocn!e}wJ29#i5uk#q8C!Ei-=s6yS^TvTs5tCWFv74
z#)B59KtyO3@yc#!hpuQg26i>gphr3y`gL0$IY1i7H4cH0>1iMYQKW&KfzwRTMd<|E
z3)w0juq9>#LPZh2^{s|uxfe+I5LvOvo0nLZm}d4aAUgVph_OtQBj`>ngpdE>5Pn?w
zL<%rajolGIJ-R6%H6xA*m84x9C=7IjaS><o630g4psTE+lIX`&qGorLD>|;!3q`;N
zcp~VyRBup;GGGbDB4|);K*Np$5qGc(z2(BK@&R~3Cy=(>)uARRoaPucUts`LV9b2D
z0za&a6<x6n9po3TL!QI5`Y17CL|Hgi{!$FmPzn}BO{!U3>Z-KElUNI<u~&9TD3g%}
z$~97jiRjP*u?s=3e|yY7)e_)MAEL0XAE8Jy&8@4gB|beRqeyWD;V7jX;U#@4d0J8!
z&(AVN?lYX3k-WW1XQ-&ylhJH<7AWT^Nmb5?do2_TPZ2ClP>pjFXR30MFy<6W6eM#2
zh8!W#WVA%%C2r?`XEeZoIxa=In)HWi_<<Ziif^0X8aZ3S9Qlqz;8xTaqE9A#qFgWo
zIbpSL76~pdAy^E_C$QworDDhDUNi*7Oh{w9xNsu~iIIAeTNrL_cmP*%<OCQn&T8Pa
zkXL!0GWLZ=?ge8h0Qp`y!H>HbP9_=zQPAZI%tLb-p`kBws48UCh*4>!@izG$2_K_$
zJk{q1c|>_vATh}8C|5B_GUsbtBswa8i6B|%zzIwMBqc6pfKN!H05YVK<+4ULAquXb
z46SUc*^%3ad-)Kn(_cQa9cI{G*~7y{N6<To6j8JyAD>6ReBy{i2(=+wPD5Wv2GgQ4
z4e|Oi=Jztio2nA`8su1Xr+)L)2rQu>367U!w~|jGs$(3MkYumkND@^dC8UZ`v921}
zRiTI(eE(ES<86e7V+quB+`^;|-m`_}twQNGvOC?>-uw(0{E04H0Y>b&1sD{Z{2)49
z1g@eWFWjOjXPo5}V-$G68#3Wr>CBn%EEa^rKb<871r*zquL3bhF(*z|lY{7ZiA?V8
zSQko?!6OvW%I?u7Z}YRbh=TO&YZxdx1#ImgK$4z9QKvtx2mu2!*+MJ>0TNW4faU|9
z&?tMPq0^A-XijHJ>Ts7wwBiKjLrw<)CXtMIj2vhOQ6riTZzvMfIgz0&szl35Zr-D?
zB_>E@)gY#ln4*Az6{T_<ZsP~J3BV{<zH5Zo&U`FtVe-k5(YBCNMm$oEVl!7MLoy{b
z{EP=o%O^CXCxMpW1e}cdDL^=_7|2WX<U=M?oA=DOg(x!tT{x<wjEE3LH&3a`50V;j
z5n{5CNgQcK8H4;Ro#h=fk?`x+uQ^llf)g6#;m8&PNHoFacAvsvBiOk5mTRGZ9-<G}
z@ZTd0taF-vJz}ZSl!mE_#MlCvwnMhc3A#}Lv^boqbi;B;51E*QoN*c!<x*EphDIDK
z5g-bF80%^|H}bIbVJ6c|=4$?wQ(Wqni)?|Jg_6U$7eN6beOQe;<Pln6GH;+YyLhC`
zqahYj)i8mow&s6!X}nE{Mlu~V`cRlk?WN<XnSh4?9jU(g=vyce<SEGr);DvB!~b$h
zI-n*m@_>h69kMDhA98&>hfiy9qagAOU}z$1CJ$?|ZVDiId)b<{G&hrb#hu@Pik}e+
z6j`oA8f6S3bN0$y(WlkuCRjE8skn7KX<pKe^P7TJ=Au@gB^8qzCh2d(7{wwvu4BYO
zJb*!o_{UcW4J#^KjZ~UqBp*dx&BwG_PZ5GS$P*#s2ZwuC<c6^k8q^`TzB!;ftBj*}
ztNQfeIA9<wY4Q$EKoslp8`N=ysEIO<@ee41E04Ld!nxo?_~n;hq`bNgio{ghP2(1E
zp*($DDMoW!yTxD{6X-^NhlLLvT!f!#<@n%04j1&e*E<DI@+U~>3yrw&r^!wk3W$Q!
z0moX~hZ?Yvr{qW<AgShra}0ntAVG(LkYFw0MN_c)<U$mqsLgd9YTi>s!~q)5fNRBr
z^ucL3mVdxWLUC6xlifHI-a0P~a!#8vfnv^m5al#v#o^#hLzxS!xDFIevmFWCiw`xF
zWwH)dWE9gdp`5bB9Lkha^igCYWOER#M>vpVBiNv7Ejd_%{_4`$9!o1}kcKVf>=Ygx
zF5&>-v@$q603l*6<8mogV^p@Ylyyj>W6?Rt9Ba`FqEo2wp}zq`WuibJQG(8msK%98
zsV6#x66L~7q#EV+E!SX(l0+dN<(5z$!9Ski1aax8mDDuEGoYn<1aBV3Zz9DyIS$oO
zBn_3;wwCf(k$cGzUyMgFC5p8U1svksEX3yERRqO*lBlyuyco#0PDx>sM<n20w;qWX
zR2ZZN+nqH~r@(^^P5>J^qa!<N@L(-kvmL?&U_J-tsC6h;_K|7a75y^YBe$TUPY2hS
zndVbPSExt?If!H=f{b7|*LhJACO`B52DDgf6{m?TzqvYdi4yMUy{l=UXlswqh0rsB
z@;L#PL|iO%G^dGM{?xz#*f@bJa)_&70ZhN0=_t35EkxCTB(lY*h<Byi<^R6q?b~_n
zk%sHs;#({#sh!l|p+O6(L``Z@tSj!2hFCC_^ydonXdKTVPt7Bgg}BUAm03;*a#P|0
zTTH7%AZ|3le3D(=Vh<YPB}{_!s4WpVSsZ1n2KH>^D6s>r9E%Dhom1Fa`q&pfVHJKb
zMubKP*9jSVq$Fh=2b78DDJgMWLE1q;dFMOVIW-iSP6QN6vRh`-GyLOcN>&943dzb&
z%S~VoYNZlaGuA>zvCb_WKo_SWG?gBl(~zD{7Az#wV`&0q94ZLy0Ki5CGf|Z1QvMey
z4ipYq3HjI(*d&ES!)Yi^c5seIM0G;RR;kT_Ci98O8c%|sEw~7DkrFa=*m1jDkWKcb
zm{lz_BH87ycXmOM%g7LI>R4z;!cl?c)G$q!ISbq}menL1QCG+g#3=Qm>*`*w`4UP~
z{ra*br&Kan7e&Z5lP#fVFSd9_!=F5${F4{b1cg!n?el|NbMQft1gSohQ@jdA{A}D+
zzEoBTx}36>3A{lvCM1yB`}_OKLYg2|^hI;$An*vcOhKnnZhx^LI;GFhtPu^yT*1l7
z;;cakD9hGxt}dd64uo^Hh)}~W`V?@`Lyi*`iqu7xAV9oV0p^z4@?AwL1+W3OBu7kL
z`N5$nG_F{YOrA%u-dXs^E%_uEM79n-v0yL1i8X(cAeEp3ehi{4S0R95BOn9}m60Bi
zAj)F&zm#iS0~?!4URQhz`RI;7@X(>2KAE=Te=(IT0wi&el@9cp=`02eUm6v<zUVsW
zNuvWxt%Z3`gIK%R4gx&|V^`qBx`La0TOeLh&~$)`OSKi|%YO`$dku0XKgdUrn=>fN
z6)!+?Rm;V<l&raRSRes3QsN_6L1c(4*40#KZe=w7#Ia6iutAk8Se6SS#ghPoc2JP3
zWJg?R%9l?gC<xUcwD1OvgcE24_TpQTO(P23p$p`uW0j^)zR9Q$Yk@SKH9_Y<D3zy7
zgD&CbI>!@V34t?<pCN~7$k2{-16lwOR_GE4d<fMl1kGNVW0&@_sonLFzXFm<vQKH@
zcolRG!KEzKVTHA<puEZa8N3xgTrCGJcV(a@p7Jw&9CLi@9K_FJidylZ@&m&40fVZp
z^d!x`;wZ~1b!4S+3<gnf<>==nIv`$pa;7La^^ij;#v1?z|G<XacnJ@qT*ng^!3+*Z
zCgl;~4s;m@-VO+41&|T}F-l27c$kDpn@j&o*uCp!wVhoYS1uq*%kFX!Td7m$T2kyA
zNS{7;K@}mTK|(^VIGDmv&|t|2fo&{KHa1{D+P}5_<k2gWz%16c-nr)CIgBypvzFQU
z+*HqqKY~ED!A26p%2Yj)WiL;0+&RKcV~m#w#3#{wcjE8`H5gz=$yMu;GJmu4&bza-
zLuo5+iI@+hUX7J%>KP+3SGsY8wXi{a_|AClYm8(A-@O(w3}$%B!6e#Mgr&fEpQq?B
zRJiuqNR!>*7t*C>I4&1V^-ptI&IN}fXURCsOEe_N#rKj6OZB_fjEPMO6%mkb!X+cj
z05;gL7yD@-DGS>?rOZYOktFg|;|{OcDP_(MsiX$nAp-D*<2YhX{RV)&M>Y}%Op!jq
z4qB#*yfuXmqJUg3Y$S;iL3K$VMPd?9MH}|u$_nIE^As?IC7qOO>(eyx5qv-OYg6TV
z3QIM+@QeCEzT?;|3mOodOt&(Eb5o`?-bo)zI4du<00Y<{xsE^Qvb<PLgE2G#0L6(D
z1jfKXvVx!8?Zpeof%&p5GO33i8Mi*taan}*z==*F0-LT$t}7J+8)B;oX%(8&P@@A9
z;q0SbZZvhQMg&Mf$49kpl1q_PiGb9J?7FGCv^1tu8<Ilbh#L_$h43m(HG<aRPP84n
zAZ?^s#6e+3hpQy3gpIKU9fRJAH&@O2?BNbOnFsdZ0TrBe`j>7o1WvpY79oNV{xXU9
zn<AJ1rr#`C<Cg`YorM;U1tg1iiM&mD%|eeDX(`a9kdh9@<_e&90V2#<W7y9T=tUDb
z0&h=+6cY(xf132vVJ97`DZrLB$Ey@$98|l)q#gnVA$$P_Txh)2xDOaGzy<EmPXr`r
zERhI}o#M}aUaQ6t4TZtRnn(fj1PWQ8*A|H55qAJd&@3pVi7jFZtT0k$CYc4s*he!V
zx#9%W1sv(<zqwX}Z3eRkU!WSoL0Zks5o64PcHalQ!%|ur&Shl55oL)jP|q-?TFv65
zOr5O69m%D-6j-@SY&AcXG_0~0BYDR)bJ;9DERk*t;+>6*R~1ta`?89)q>RW2g(>i3
zu35OLQ~HD*#;6v7axbUE4WgtBv!sA+N_r8-H6y{vD+Vk<0sxQX_F=(KC$C3ZH^wwf
z4~!`zxy%yjppABv2%Aci=n1m03z1DlEEnjT=8+>$&`g|MON5ECX$7k}QZ>j?{L3t-
z4CcNdm<ZK4h4?UOQw?-EB^2`L=qFPmY`nP;NNqflWpNf{SH}Ukrof_|W)e&XJ=AIJ
z6k(=HlL6ZIlFNNQ+6WBXXnOpl!@<lc)9GVtfeLIoMZ@ccQ`m=GU(WlMWg_^IZdQqd
zgwkGmjxSDL#IYvBz(dlpK<z5I*5?b4;)N*bL=9pqlC`Q_Fpwkh6iiLHT(Mg)>8<0E
z%25n5>q=v>o@l6@a2YWP0?BnlMo6MEOo^)o^Ny^CqyQ2P#AwJNM0nki4J{+T`iZ2%
zkG`q>DtZZ;9wI=F3^vhE+j(lRen060$#Mle)f&k)(s)0C)3Q~YHu4iT92pEtQql@1
zpwLMK>~#zY4y19=`Zl8Z@MZv|#SU60J~*Ofs=atbU`Z|`U31OWnyuB1rXU(X;vgIR
z=}H*I)1T6~BRJd<J(7;;Xabo+&0uE0YGP}=F_I!>(kk8XslgQx0ul-XKe^+GCch?1
zjYG<*VXk{yKpK!!5=A>HqZ^Jn6lQJ4Q+OF9#im;giOfPnAu^GwSUiOhE0%y6Z3Iqr
zo#Fx5^kbGzWd^MJCZjr~nKkq$iFg6hcn8v2MW$t$hhH?%boZj+ib{lqOwm}XOFA%x
z3@T+QNyS?=i8GX)?s3ybTU%R{RwJ9{s%JEM8^x5(%)lU5<L%hi750{8rw<gwnR?rZ
z+VjOzagZr7CkSjqaEs6cOw{SP5j3TgOu5(a&OHbTmz3@A@B8-*OrrT#LppC^01rq&
zJCfU<&!h&Vb;1>>xVncc&Ar_5LU4F3h8m>Vs0v)@*yhM%KS!L)lmy@zPanh|{-vN<
zG6?6Mn&qiSMAc!za;s_b3&~&%Gv&ox2q6wCTdd(JopF`NBH0!g1ig??bv>0M0f`Qv
zWf4JRzZ3|j_=t(0%#g>jX|)R1Bsb`Ge2cs(kmeEZ2qwt&Vj?VVtm!FBWCyNXJ0*3B
zj6>PcCL^vsGQbQlm?E1D5KI;(xlRzlB)RtWNYLPXrP|+(5v~dn9M`0Pu5#8*Kk-p8
zIj%XyAOy8FA;nzULQ&~0We_MK)dY?FrnG+2WGq&Ok=)8%8cPysnnr9DX?_weVn~aK
z9#WHE!We!4MhibWy<Afsas+-#K5|E_{3O~0Elsl;jn!`?#nb4gtMP_e-)g<2SL=G&
zcVlZCISzPAGkHYHM9E<%Q1UCA@J1zs1#-w5*=ZM$7AR-B&=nj|p=@-FF8LY;`HW{R
zA3GgPVQr@j1MDTpkRwNKFwv<5#%@@`DvQuJb%OlDYI{MliU^Voqho$1yzHlGMl!fk
z(8}^|DW?MiB*+13q6FE<`6y`41yPkRE)Y-5GM#ur7Y*SIo%cJNeH+FT#HK>*6=I7$
zYqUX-*kbRPwW?N8N@MR8d+$AJ)~IUi7*%^c>OpC(DoTg8@ALWt?&Ci0<No1$eb4JW
zKW7F*o{;$N@Dt_9mh{KzLdE{c0F$B#Hr0J@cvHqkYend->iLalCus-JB3b_ln#DXv
zHXoKfii53n*54@nz>~aRxhG{`<&XgfT|l&|^tGEP-tgBpTdMdfyk;~0^GjO<E?Ba3
z;>Nf5_ZRKkBw-J)VQCZJ?Kw4Gx>EbXR1?%AScvz^T(H>Vj(PYaTAJg8FUs@}Ju^OB
zZvu>|C}mx8ay3#5JM`8FnXw^NJuH2)!@v8`@I>dIzz=L1S#P8Mp78z{-P6S1oaXq9
zv)>ZRYlA9axpC^6Gt#f63B$FkRRmF+Pc;!92ufdK86uB_BHGND1q;jWq%^&OxEy|f
zvm4*>sb`n02tWXefdX*0A*!YQ4kY&u_K)ekMd%j6OQD;=@E+PZ*^T`eniJ4Wxy0{F
zv$+^&o;60w8b)nuf9{jHOVi|hoo}9!5OwSy&raEpwbq06XfbZ}=xB&Mp&;jFd5()=
zGS&NzZs)FJgc|nI$RU?>s%_=_X}z}hd|~&+XG!=yN9&TQ9x05eF&mpTb~+P}-dQnp
z<ZWO~XUt@T?4!K>?&6YU6d!&r52&Pj!g*Pv{^reL9DD@_#@CEvno>vw1`Boufo-C}
zWxE_2(mYdC1!g;8|I!)Aa~~ve-nW>+hkkWxR}qycx*@`Yo`#PoeV9??m(72St5|to
z51>kf3%hU~^uuXtf=p=RH4$q3kzApU9eUlA^3<w`>dXf0M==+bCc!s#R`U7QGCQk|
z8zW{9ZTJ&pNp?aScJ|5dY@LNnk4*(XgqWY;TF69&A$1<6(gWSu+;x*E4}D82_ZK#b
z6ETgtJBH)Ir(xdt2Af81VO8)@6MTSOP`;F<P+AAY=hk;18Hi-Q@X+EiGVrkvY7Duo
zO&IW%TJykEb_p3L*D6ed8Ji>#tn&fUB49~D>isY=j;tc2^|&K~ax&@V3?6d!ild7N
zIo}0SS+sf!SS9OIz2RI6O8tlAreivT-_^3Gx{m1HE=4-|J4?T@4e?*+k{Mh}P`saS
z_T-Uk5+7Qghwhkpaw5{|RW^h?l~1DX9<{`&Pfu>ykmTs-VFC>Sw$hH*_C}%yR~73p
z?HU|JXHkb6sd0H-(v5YP=oV(HU3bVxsb@Wvs=&FB+LTH-moNhc$0}{ju83ixL2_~0
zESo(FfLVyY>>Mgx_ozZmPvqAPk-1vUMb5xB@n}&7*jF~8I!;xbeQhSEb1t8X^HYvv
zPxVaFNkwG^cO!S46@0Xl(fsg)I3x1MWYV%eW@Ssw$GOVS*0;^4^wN>UTu)TpN8=s!
zyiF4zo2Hwgp|A+v{)OtdL^=Gaa>(-%_W*H*=Z)P3e=t;b9aHH>2m7o_s!sjWp;=7g
z>LlV5ezdzEd&vPDW#GB%d`i#J@}1_gg*)_bnyCX9t2kcY;Wr-Ph31{Ed$TT3;NMh9
z8Ph^8utE0_Py@`2=xtd=HD2YpfhEUw>FCulq}N1a(mw;dzK!iV`G0$0$wKhlshBki
ziL3o%vC>&33oc+(f8e|~kwolDyq1wpg0M?R2|jA$o*w>!x`r~v8ptQu;%T}!=FIUW
zu#jVf2F362+WmN?4y)ICbn%xt&h@jDC&{l|mL&b$fZyeT1rQsk=PTDj+Ce3Q)sv>7
zq!&`$ej+b)(}qw1|7^};DXP0O%U0N4J$s~)1ucB#UrgY;bY^7bvgSz6hhJKKrm49x
zbmOVFmJ3cMB~;S-JOg@spWqOOsgiaioYa@ns|E-SCB=eMjJGu`F6H&z<nxtHl!;<2
z`>kn!2KioB1@guE=w|y~$xVUGG^>X-g?Wjdly#zUS@d*^y7`?6J+{$$;_eEyExSE2
z5f$`FZN<9ZBJWW=-piq+FV66BiT}AdW@y+jaammcdwXw&R&yNIA%p*VK9Gh#u%eAO
z()=Y}2r;lNvrqci5nB-_KkaU?fVa=wRw6_n=`@hL#!TyCjEk38I+@j-d%`M|k-a~-
z6#xm;t!XHVF>4gSeF4>!>!Sd`=qK9rXcrfXEy@FFrHMN8tb2#bFWPEMu_ttm<gtS`
zv=<oicE^3Lzbw~GL^=ivFn|q8;R^1^{<$09sPcGO<rCF#>t>Qs3<L7nfurI8e71d?
z;$EO_!$?_G2H!gz0FcE}JJ(vbiWhv#_@yE-+g`ZezJ#a>&Gr;!LZgFIHn;fw3h55)
zgP8Bgyx<E49m&&0GL0Pfa?O6v(D9#M`BBfNkhMXyt9X0UW~$<jEPE?A;i2N%M(I_f
z{<L)gR&|F%ec@kaVg+YeQZCjt+N<Wu^jJcT>H3Mqi8G?EsbPHCcw2agYys1LP;fAK
zQrn~Fl%!AwRB0p6Id4jgKnPBlm&FF2#8or<@yGv3sY=*_3PTfYay|jNITx7G#_3@3
zAhgmNnV21?rA7<VxufmF#{AwsxM1&{J$tqWRdtGGhwr7-8Pkhm7-*FKj}G4b7v9Na
z1(%O@sUz#{C;m)E`h|&+K<Oq~9(CLVActG?ePv6eL`VUM^OF@5e@za7RJ^v>;s;bT
zRKFc*<{N$Z+NORAUa#^1q5U@R@gogX_v>A3Po5WK!Sd7Mo=T2XkBdNmwOCh}fU<JN
z3f9AL@zd}du|hg6-or$zz!#rPvMSTWCi2WNM!k&@=^Q_yh?J)oD>4COQVk!ypNojC
zwhHshn4*M|B;11vmx?RQTQMus$13gFmIi%B)E}F9|8>Y-as1y{-Cb8hP7af}bu;TT
zw}wPD!BI`Vtx`t8Q~$U!6FwIsNy!$jU5c=aQ7h1YMrrJ_H2O<b;0-^LR~3X$c?<jS
zy^QJ)bQV>#JKS!-rI>vA=^BZnJ1#sJ=ve4eczv8}KS-^K)e0MVuO52{l7fSBDv8{a
z5!?)10k5P$OqeZ^bs%jU0hclZBf~^I1;G~?ejUo@rX<vDTMwv=@PQmY+3Id%F=lo%
zua)h1$>Zp4kE;H6{_9jHL!h7(<M8oW0eyrwi;{w4NsFm(LwC2`3Fz6AC&ss2`?;2Y
zcx@v(*L!1y!bl=b--1Y_*;HUw?=3s+9C-vXaL;n~<@FleH~<N_p$W5SpAqh4E+P@M
zq_nfqzDpC9?-ygT8kba@NZgmxF=m?Rc3lB0GdH0;ff(CCZ*vh1(l$5hEGWf@sokF5
z(`m{Xtx6fFt|D6FX&3WRnwa@OOIzLfl`%I;W>H$_+j3ZUYfTuyD3$miW|m$#Ia8$S
zzMGy3`WgeU1(17jby6CB?02rU_64O78-I;pU^qtSP)TK0-v&4m7>s>ZcH0v8crn9;
z{vR@@df!K2Y(DI_Ez_v!`+5>0twC-R;7K7DmDG>;)W>T4H$(MbyoSHgi?+_OzCyRZ
zk>3munkoJeP<n-kKoMw&WCA!hgl+<<q!YYlf5Pl@0duW288-Q^Wyb?)O8SJr5o1JG
zQo|gJH^1wqw?p%3hnC3SPg~#*Vph!sSxF{Ic$1*g?_DNssX`aVuZJ$1^wA>Gf&;{M
z`3a7P;^E9i)XXaA^bb~~oL(#>)jasXHE)PkO$zyMv*IU|51@tB9^cK9TZXQ43O5Rn
zB}BD33pv$t-w(GQHWgPJ>;ILG7Dzdv>fU$s-u0)JS5%xTO$Lkw1lA6Xc)l3=CL7`J
zk5&DC^jXR@hIcyt*FD|`_6`o*JUpWV<;7>g-A!-gi+sjkO-hApHkm{24$mt=1rFbh
zG9jW-jF6}a_u;bL@iM8fIatWXJtcUTo(s>tDbS&LvKzFJRP{x`HutCY^VVcbS)YzH
zI|h$jYB#d*FD{0Z(Z&OcX=Tck`7BjMM><E>TJ)71V>Bi8?d_#?EobWhostMgJ2I@>
z44YLlY$Ck%tUNpIk+d3sF+I=IML&=`7Ylnk<gY-eM}00N=>BmRUU$=TLt@ypsUolC
za1Hw(vyZeN0TbP-+R<dwt2IR;l-14KVn6q_9K7_yPj#3&iz5!)sW|XLBzAmpnJIST
zD<TOECHT~V)U9^I3H^m5#sd@W6Ef6Fvhwe0kZb+2w~J;X9UG3_Lz=3$SR0jovr^>M
zuX`|$eVFIw?=z&3zKCYDnGeXWVk7}E29oiN3I<E>HbMR4*mn*4l1YCtsuRIn&c_w%
z{W8|lHa?f%X8=~=MBntxGxI~+=&cQN!XX$a;RCYMuWpdle(9#+D`BMe!5k}X%{X2B
zEeW@*^@^|9fwBg=k*#>OWjdj7bjT6f>LJ=}ee2oZ#x2QmKyTdCd1=yI0WB0M$yWK2
z2T6UcG9a*i-v=DxBIB$}K^v$et>72(BvO~^k*Q8V5@aD2IY65~PtT?!f2j+!Z9Xt@
z*p1H~rwjV<GdXmIQyaFb$v}OaK)~37sP=1;15>Z}GQI*F8PoY*H9M(?A&t=0+2g?3
z#<<nF>e6tvtDH{}2Rlgdv$L}eei>(4PV1O~pY6}PUUGlY^!WRCeog-0wLAFR4_@WM
z7Vq2Z;~b9F)8@CYe=!xt*i?hxWm7*<x&Keh|3W;#D1?eKknNH}_{1>q9Y|CC)}3s~
zOLpk~WBnX)0cF-wdXfpXN7O!d_3o)^wf8?9vDq}z=eloDKHX{XO?m6DX$~ZRa9nku
zIV_%Mk~=yyMA~r!(qobl?S=t+z!#JmSNMMPV2`ZUQ8Qx>R2K9ki-q;ppN#o%OC<{n
znzVa|q!Zut5^&X2P_`+R8r{%&-jfueUOX@fxEH;;VG?BQ75`z1;oYS`vY!3G1qNm&
zOUZb>R+wQMwU-f2dUMv^S-RwHT{CT)NBZr8)y_vvo1&a#;7+6;-OaYwVDSbTKbf%n
z9xxU1pT*|e?~c2WHLY)gNn&CFx=*IzbxRQQ;u6E@I>zf9qcx1aNV5=G)kRH(rzgaC
zq6HVHR2Ij2Dh?0<WH&L9Oml#QcKNk3i1Y!Ch~B7P-cAKpmvk`uJc&SAfP|TBDtI4S
z_`L6R-5JVmAxjp(xqH86;26G3&mI~QTRl<aEM2@2BV`cStE!Hq__SzTM>5ixOZ+Fv
zdefYrz}aY>=f*BX6Kue8P2?_L5>fnTE2iJWrz9o$%b$bd3VS&Ml_w}FT80f5u2!8z
zAiVZ-=~J`)cgAESQYe`mKvNkEu~r@I%g)h10Y#r!HsUJM4dSSKKvbE;uCp;~u5tR=
zYJ*l*pojGIT1=$}n<&B&8KO<0<VGi&`(lRCoinng6lHpe-uJ8@X$Du&A0%mVAkHC;
zZp*|d7bYXV0_PJ<x@Ad=nvVFNYTCl24+ayVW1b3+8~P4FK{iBIs}YUIf9jqz+s_#L
z1}IJouAJB@v`L_3-n<zaa^q7vw2~Z;`zk*L5p3r~K|h^Sb-{^HPjpM%DE`R+%Yl(d
z;Fe}Cl9-wXD3mFVuy&WIGAV32ZACvL#*1ftYZ=WfIlJ^bSN32oRStS{4%9jUrXTYe
z%ve3D8!<8_t^FrP7QeBTk@Spu(mu!i<6rs7j1_d{w*R)brF0t3hun_ZSH7&8y2Z`1
zXY<q6soGo;X9P0Yxecq3fVR}6XbIuF3EojBtrf-e)w?Sg(*-dDamN?&>^31A_j#ko
zITKmA+R>7{>3fyw{#+ej=3jcV^`>|dS;GT09)|ggakE&EdZQ&js;_Qm*^?ndVlBAm
zo!q8^ZH_+V&+(hSD?nWBr@+Y@i;vp)EgN*g6lC@7N(;B@55hOs8HzAoev~g?W-n-q
zSE6FM(ly0ws>FXTIzBXW*s5E!Gn-qrp`)!R2EFS_joQyDw4=NG!tRwgAx1hGh&3^n
zTYym>1yyC!s3D6Eu}NvbK)I0wEP#Op?-H4Q9<W_S@C~0;w94O@ckEv{KibXyNHtVN
z8Re#@Q%k6a)`IyVl~Kj=><HJoUT>4kh%OJQ^V&F;zJj*02WeG3Yfs#Z4#8ZS-0{Lb
zl}E%5RbIgllCnoM80qgso!xQT{yI&lvwQ8Qr1Ue?#s^}V6bfEdG%8|0*`lOeJ(Cxl
z1?6ZT_4M(k`n=W$t(BS6F_JmQmF}iC59-(W9@TqeVwUW1tU-9n?;@^cc71+ei~Ub0
z<xtK94eKX`@=eBbH@O6i+LKc)!L3tp`VD`pY2YekY&`K&B(q^jLw+OHFQ0!XVN-ot
z(8=GWqlM>pxVPx{T~Xj80AE{I<gcs4i3#l&e@J*ZT=+LdfA41=%d?bm3mR8Ei2VJ%
zt<To3k`|@azdL3uZq1^~5G}o*s;k9<@{yiX)jb=94PUcp(S_BHKh3j|c2(1`G)Pes
zAmq^wavW#Fk60-NT*c-n!8dXf=@lf0!WN;@$pGA<MOgkq{f1S(!-&+7jp1EeaDNR2
z1TE+q%)$`+xY=e#r|Z}UK=ap)^f`wYjYfAakNAR8Rgi1`^ZPQ|h3fvJG<K&39_}+X
zX4czdVkL)=Fr3C(>BmuV(Erw%xgJO9wX71mV6@;?@}7B+I1MbybgOnXeE~RdbAQ4J
z+E5)<1r3P(7;f-rs0HV9{xtl6&}-CC&RE=GVt$f>Y-Uwz?`Qd-Ca4$O|M2O+rTMRh
z^aBob#4+LyJiA`8{@({_C4~cvda?hAP)cX{KRBikCbumT*T`OfQqx+zf6)?FMJuK4
zYtv=<V6(64wcV7CeAf43Bgx=mKPTbTg}o+emE5Y8blN+aX>`Je+AANi_Y#jzN0JGU
z_*wjKyY{}wZWyCTf=vb6k_co$ggF!+S;F`zo;O+ie`JYtSAxk&36NdgODNOe?!U|%
zv^D7%*IJxvtZhp7_pW;J0(Py3hx7b=%fXG7*xjUwUhjJm$B$x1=((*jU?kRCAB=x=
zh(UyA3U0LRbd*KR{KglC)4+lajGh``MU5`QG84?F-8+(SliOLUE(`K;Mj<Gxbf5d1
zx&3vUG4(Y|wrG{ID&1eCU^C74w2@FGfuvXP&1&+`axn*G_l~DM8*xZI)-C<Di=^)-
zmu8p8DSif{HUT<<xdEB7Nxrb$KIOmWB&Oz??`U6p`i}X`f!M~_2t1k%_eEQ$J8EiR
zyiZz;Hg_v{1WO*!cWgTb9;DoD9~2+&!FAJWzgZgumepExyt9bZ=nYkpiuB|M(NW$t
zE3F)-DbGF`$~Un#Bz0$*a;GB^1eJ=^>JH@xoXaJUnQ}I_Fr}!)Q+v6Kp^~VE`}K-i
zm=?^K4i~-sOIY~gA+rifMZkll$4>uB;@C9-j-}c=fOqIGIH=8)kJDs?-r<o1DPR?H
z#MsFwu+AW8SbwpuL16q2t#2W_53Ws6Ev^{#DFhkz)N?k<=^vD>U+ne=tEjTP;X+6A
z(9g(1ZOn{*`B6WnU@pJXgykVI<{w{*o0X}$<qP?*y%C~65y8M&NhZKDd#0yJdG&EZ
z4URlbo-b3z8}>u;{yEfiNT$_X#0<uTPA)JhwWli?Oy~#F5j5@)97&_Y&u)jC2O6?w
z9wMssSEwfO_K4AIF~OVK<Jw8AcI#!*!^UookZz_dHdkDoC%2(=xzOwNWkY-m3Y+Jj
zTva<Bz!wh$E+VxSR=%I;d_OW3&9=Wbeb3-HjhFpfP0=px)#3iTp87wIqUyn+-CP~M
zU*Zq2q6!zHD_vMAD~1@QFa$$l|J)2TJMK~An1-H(cbtPf7nu>=aL{r9%$<^?Wp`y{
zM3H_bj7C#oZDZ7tCG-Y$o0c7E)_?E)t~2ZBm$swSIxf`e1@wjji}upL_D_64q)?fJ
zC>=WwEqbL*q3{&Pm^0B~0;d#0zm-5GYg5t>w!Zz8LLzeSqA+HjmdVaFPP4MG!R)WA
zbYQk}U?L=LG>kpl#1Hd?1cjaU^}XtPIsVk|meT+8Jhz1)JvD0yyU@>lUz!xX$Fj))
z+f5Z^&wL3_QF`0b_*|Ck&Yh5cG@(kwkw&?DZ~R<Lq{S3a{pE#zG`*R*4U2WqubBD#
zQO_WD80&KgJ8cXXkV1er@OK9kWTcMtKN)#pk!YkOzW=}7rg0#fcD#YN&?g+<|AOCN
z+J4Z!>j|Ljr;4D(l1mkSo>4eiaTd@mS8)m38(K!bx45S(KhL4{SpsFt-G7{*5+@0M
zcBTK~k9l2~H|+&!tzO|<04$-}jrDl>JvROCWwv90o<F03x38IKthJdzuEIzGYgiWa
zm|>Np(G!X+HSAGVl(ES8a}Wd9Z`ZQvdcI+LG#CoUgSh(Yf%zm7+cIT`@+@huQ<`}g
zy6QbuNByJUA~NvXQ?mW;4`(>DT>3vl@@?E=<O1{qm#yU&w<9uHEasLLoFcV7Zl371
z%S6@pHJf}bG<qakva__4ZC_pG3risLZnj5gdb{Q>2w1`13Z$-x08Gl`?iPifg>MS=
z(&@&6l@hY;p=1ttqx*bv)4gDdD$_1EB)K37jeMXm6hR~KM>cx|dkk7WB`3i+!0TzR
zRGZ@1S++)J=H_XBh<r?;pYcuKOoQtp;%yLz!slbg)TC4h6wn0IkSEF~?aJSBU~5Fh
zUBs-#$NZwpgZm<A&1Y>d$yX&A`F<1lJv@nO4N7@*g%V}~=t#wKtz${0&*-(K-z%1=
zhzFFyxFA74j99j2arCMJ{3|RgNapg9*!bYFA|D#UvN1)H8tNzx-RLUT1$~_`k*l~*
z7--I9S4P>UXTucj;^Z$!0iu<z*CTK)8E##8QrdylQ!%F|$(x`Wu%ovqNxs;G2$qIi
zKe`1cj%OdE70<C3FFB&YftuPm-Vf}0o53cy3YffeR{+TwixhT0r`a}pV1*V_UH|Ho
zbGWwGnJ<O_rR}hT$WSp+9zuk`dc}W#$UGWZ{^-%OFE+6YX-Er==JB%8x#Ck-j&Z)!
zqR6KApp;ppF<GHTQ`qM}G2TEWowpy^E><eels2-F&(oX*sP+pQ7F+<vISbUx-+!$0
z9s&iFotxemB~0HL5oT!3Q2oW83gU9H&thP*qWBh_F6B|cYn-GThih%cerBwu*bpAX
z9Qa5Sj;$REHqL(*XT##$!3|7~4M)sYkd{v9Z9jTn{;LBKs2bb~oh9GU96uAsQKHxZ
z<r~$R-E+k}=tgY#%ppCi6`2wNUgFYd7?3jLuY0sxyGmyGoJ=hGskVP$$^*@YMU1*Y
z>duKk!zk*K16E!fMc2L3*OLU_t(O8E&=@NS_qJ3x#(Tn6E%^5Xn?Vmv4jOa??tbAD
zOTc|SPc>XLdvZ;S`Fe4E2`Hb(A`>)E&P2`BW)LwT8o(CaOv+OX^V6L1aqM_^OQsv<
zl}(HlT(vmok9c0dTG~r;<EqHN5zqczVg1dQ?Qfc<Cn+Z6S~Pwt`|eI%M^r1>$SFya
zW3nf+-tJ71Y(kM`Z4BZd7ycnE?I7W!f5ZI_-4=ICb=X-9-06(M;Wy^VYwNW&m9~$o
z1k~&(Kp(mZ=zq#g*VvJrGjGZ~6=aeX@1V(!(_4#{S2nN(1E;i&_svJ8NyT`yUp$Pa
z*uZ9nZkWpZ8tQ{}LHcY>ytzUgaN0gK3taO3Uzp5A3j5uc$+rWUujW|jev~uH2l6ep
zyND}~&L1|@%u?qzh}N1-W5}j%h49z(BpkElmay)X!fX|bSrr=}0T+H{_y7iwIaDoH
zYOm0ngDGmXwPzW(k$21aDkjbw6{&J`!Yj(Yn^j#ZMzITQegOZeNYd9)yW#&a`<3Vb
z&;5PF+<+9}w;?0p&rJQ2UkznhhF3S47g76)0Pb^{j(sbhtrWSka7q&}glO?^BQk8N
z$vU9|+!>~2O@bMy7H;j;um)*%KKdC6-)b@cQR$=@AQ|L^I1$c<D*8D~pVXBC1Uw1w
z&=>I~#Ck|w$}s9~AW-+UzkQG{xtslZB7EDrZ;Rrk2{!th`qb8^JVto?e;;#s?|*&Y
zwe%QdRyoVh()04NHLuwAkosE}mlnvT5e$UMkEKmPt2($#Knwg)`^A^^k$kcS24qNU
zl;_FG4&6B=^t?Y5*3B{%ewTiYUi~^qdG0hEY3H8<XZx7<_8v``ZB14%V>?R3>&wK$
zI%-paSqieTxn6o8pH2NjySJ4J?st7Z-<C>rmQcS;w$OrOYMjBL&3<c6xW1%^Xrdc(
z^3ar=+d9MCI-Ww2i7sJLexl?kna#*~(8}B?O8(#HZWP(kRhX<5;eqeHH5KrxZ$`ZF
zeZ^+^?o7mFv5gIIHB`ga)Z)vY*xQ8TIQ0Z}s5=9ZHp?Sf+%VQz6bh|PyL3xbg&w&5
zsHXVNvuTA9n1yp)-fBfm4>SAE!~k$6^G-y*NEQtpGPir!BrPe(d@FzQ%IK`r4i$YS
zU{Z$zvN?)DriJpL(_5nxulHD45i93}<k={W_dJMrk-xhVvRC|+YXKRv%0GelT+vVW
zCqSZFA_Kei$M#tq*THpl+}F+)=X2W6G#JFaaW^<`pMN&X-UUy0DbM?Ih~R9U?u$Js
zeXt>>95uuJSlB-0%}zMih&R?<3>@-Qq$MSi;(~7EVXwNn`pwtC>82M)b<4af{gc>4
zdK&kC;kLS@)1aw<Qs+XV%^ou$+kVgx8_)fz1+DqIrJ`6D1M~UBFRMe7v@8&fcgm;X
z*bIH@LDg#rG7C83s_IKoc~DKt*;@I%lFgjt501e;xx|wo?8fr=IhbAF892^@R)59h
zmXRgIo{enjd<QTi7%w>k#N_K^_;=j9dl(%7(mRs*?!q6Pmu3J^KLGi+abAxz_n~XA
zv?=aPc^JEIT8qL&{-tbVqSUCS`Q`ds{Q%|WC+PN14Y8{__G@sW%_NTH0>W}OCYrIa
zc+NOO1KIVx83I060uj^{xCuY$151~tLp>o(5LmOf8bg~uvpAhz=OkTeKS^4fL!QhD
z7oTB;lAsdkJLSjHU<j>`G)ke-)WNoSMsOf9U%)Vzseq5Vr&00}=`Wa{9HOzaQ;%*R
z0o<Qbmk{)PaKHE;^}KIp`Tz-i`MIuoBWIxYG=CnyR0m!}XdjV;iw=bg&&MDZC_yU&
zV9C~T*_Vw=2Q;xu@s!Iduh`#%R58N&8>un^vl&KoYbm60oU|1oadZP6vL?>_08jsk
zj*htFNfU>p81<qU105GK{~1{y_suuJ6-;u>126>}c6g9P%`M+aXb_|3sUhfkMwzJS
z&fI3%Cc0NBEOd2>3xcYI%YTRUruFYZ8^|`%!fy!)NNI8aN^dM+!BLY>2v4sF5K1fL
zpEu7qJbQ%x+;!l>Wq>jIyDM;ow9{9sno!}%i)q%YGBH}P*jqiL7k;DS-p$WTU^^E4
zfMM`UNq2Kn`-fiYI*A!SLlWi1|K5B!X#g=GvlHFu)PIqCa7(`{SE&=or(w2zd;B+d
zN2Or;<$lPE7f!;FQUCk%YiEb2jfvNK6uBkn6DTpemPi&x&{Ntc?VJ`}6k7jZ@dBE{
zin98d7_9vq-Og!#XP1&;BjD1*l{MV%2UMzYP%V9ILZ%8d344y``#cX#i7rYwUJW!7
z4`y%%gp8^T3tEw?-DhTbl$Eo^?{9s>KRRQjf7wXM`QC6}l$ao>5fW{1y3CalT^Q&L
z(wvIQRx+5=M%Uz1&T5=?<cNg}gg3QtN3Vsop;Ef*l>J1nX5CYzmmm)%NWNh{wZt&4
z7lc^76xeYDM*|tbE_-Aqn@!Ow<k5prPFO4%S@}&Y|K&J`E{~MK;=Oj3y(Hy+J(ZJb
z`l&X=Bii<HP?$Z=IiT^^u?`D#$aMvE6ANeCh8f5hEW5f<m!4pJMQik%B+08t?`zX3
zkN8l?r}23;r>@`*PO?QIB}2=O6SX!dWY{I;WmS9jC&nOkKC`zTATbRpFWDPXeeZj;
zF4~Xusv$(^Tn@-Th5<Nk()Ci8{I5Ld_xSR!MwCCqB`19H-{HL1fm2{|fdMp~T$0+V
z;9GlX!lv#$D%gs%yjQPiBS1nLpteCuK1S<LYMwBXS!^Hm0e9yW;gvSKS1*gcO;T(j
zIJ(jrX~Z1VPhSag%hnZ9J_#X<N~-~gc!jFQv<q?I#OPhlIbXLX54eG?-B>Z_=4Q+x
zjEPc;B+^?(Yi!e^4R0&RXIa&x84q?VX7>SNI1RqKK=rtS{{om#s7<@z1EUkF3{SNm
zC+~_%0UQT3Mc8P6%|lX`EkIQ(s`U29YX98%46Y>aXu?*nY^IKJAQ#k5wyC*k`P-OD
z#WJ=LR-NKe-;wu$9D)k3gkH_tSh<}3`<DdQXF3NW=PfgTWo2cxl8171bi94fpWF3G
zFa4uIqbTX{x6wDdu>P54P8nb)Yhh=4S<G9=%hQVYe?B^X9s09x&LPg~cf0wfVxK@G
zxuKa-_LgiM=<L4Ds<WB+Xd{dAB1jgapB?uCMM?_<N?&%8{2@ZaHD$w7+&c5P&$4KS
zvQA&L|ChF@0+^H99RYI&Abt6$*=S+7YAc2#o*!ROiPO2HRx!I8De(?}HnEl%ugFC?
z5cdYU{mZB!;%RSGL$dCzp^f~HzJHNR=dUhurEWpMPYOx|ufd<hf-SUf<R0Gu>Pvd;
zW6(Ii&}f2k2i->DXX+fd+r38v2sMrDgA^+GfDDe6-ZFzUFKkfLRF=fyic_gf_CK>g
zF!F_PHiKz|qKUbi`GG)3dBy?8;m7SAh=hBf9etkLkF>}!qY^Z^)~m@uk(r91E5sX;
zaS3^DW_cx+ISNd_S@;47fTG+r{&tbC!gJP}tHl{!Hd$~~P~DrTnT(%FB^P(Zn!8zK
z#f!Mv$jU81leTCm_|Xu_9;><<6|yM(!PxF~l{tI_L{qJn<%5^ZlWplAmGU6Gy&9Wg
zI23IO{{b|go&e)dsr7}z1!4mwx{H}B)uos1PEEwf#Z8k6<?nxWs~s!o&N8k@eh9*;
zm=Rx3m@<YLKqvrOz+cSI!dtfUr0(zMHl~Dpu92TE3r2Mg;NlX@!Egzp`GqS^o3iXE
zy0n3O7FNAzvDYjKx;Hkyz1HEzEynl1R&6Dt=)RnZV$r-Kc2^iX1-V8@ttL$bQZ;O2
z^v$Y2a8x_i3?Vs-&4i2+1^!~juzATMqGCAYl7hxsrgC81BEOVbhS(x0K(^$7(eA15
zOSKb0C#THJ%)g)C_(2*G`}*2nuXgaQ1lYsB4(}gwYJFFFvQt`CHgFm8{vDhzVBa86
zqFS_EL%sA=pu_fI0~1W8xTv|b@?d4h;!zjii5D2`4=c~zL<I;@F1S~lXhExjxDct=
z)3O$!+VY~Y6b*%L$(%oJgaOMkn^l1v)7m0Oy_Heb!ofo<6x#v5rl#KLRSO>g?juA?
zQ^MNOpw<g6KbNP@ua&4^nT;%)JnHF}IhtctQrypI;MvR04&M$+X`uTCiL&1RfMhgt
zuuA)$4&qjOO4(H^ivt>ad4-XB?Oqc1aaBxVPznei-5_qt*z+?tjw)tj5FCV!6@kPe
zkkDFkGjpa1cC^EUhJn4t;_$f)NkLnha=(r_ot(DZT&rz(>e;wu4m4cEOpl}6Eu9SQ
z)OEa#d?Z_^H?Cnt_xjGJwx@c&LGJ`VP3g#wL61+#`dVCSRt`{mT}Us+jI*Fx5x#Ao
zQgF|OO=9l-!3a6+lc$g+u0Vy>;huy2$zpWlk&8J#NwWA#AnD9cyKX63f%Oiom#$Di
ztr>2VNrZypjv)B`h@6=v4y|;hU4IbME@pHs2RLv;R&zJ`W(ob)dn2<%@t)yO=X_2f
zo@Ru~CT&G3Q&Zq<MN3oL;M{ydC&n*jQAz#wJ*&)Rl1wc+N5d=6u;?kwJ=f&KU1Kh}
zgkvearEs<^j#?Fqs9~D{M>7i=Op$DmS`GWZ1GJ#?C3fEt`zLLGhiu2TN7lt=_S61q
zJXr-83uat0etwGE^!Mxt8aemY)Tr-?vpS!N3GTLGAgc(SW1x5r{*xgV@QGC}&6$(7
zCX>^6V%$dP%x~Q0djJy4E@Y<p#c=9}MOV{!U0;+~B>S;YcJNL7$bXtK;;VH_^r?=H
zM}WD)oAVE<d3i6$wR$2~ZgL;9c}t0qlxN$&z)TgGu50_RTdIF$ne$}D>I*g!k|RW(
z)-GZ84u!5UoP>`M)G|K+DjP=}wvP?DGtcdo5y{5@`f(7cIMnzxE^f?7u`J-0Sq#_g
z!FIp5KhpW183IE1%OPb)t1INjdg<9CaPTYHjgF3?S%ub^EOPR51>)zjJexW*mOH2R
zM|j!Fady<*YX&#t)lM!~jGdL@%N!+#NOoTmyoV2$9AA`yWsU;3rE!-C8b#lnZ~{RH
z9wKC$AKG~G5vMzec-e41!g!|yZsC`xN!I<%vf6O;lsn@Xt$*>#yDx2)GpgxI{UtvU
z_rb2$N4nKf`QV4g5_PNF*6*0Ral9H?xmlPGUW|zf0yH(EkA}zvQc}z&OOk52;<#Sh
zkyT|`4T=*M-i4LjiR#Qp<q?CAG-fK7k)8zsR>wKWfS_d?syG4qW8a4AETNbBi~{bJ
zBJ<aVfC(Fb`c2hbh3cxDvWx20d=#X^A)~+gAt`09(Xkw(GWcH=49rlCp9U{D)MIKM
zUu~u{j@NrmA<*CZvegTVrepg$er;~%i%|I8mO#Jn3hu-!|B450Qt0m<JUAcY$wUQj
z#gIhZ2}L1%vegpw94e^jgOq!vl&%)}yQ;)L!LDp1dT%~}Oe#BeibEhOEgH}}IKe#(
zxtz)`N3n^KyCPiLE!*^Q9^GUmjfSze>;Ey*abKWR7-q1kY+g2&_s8o>c4B~?Cx=!I
zY>alNG)Y<-{YX+GcdN_kjMT^@w!CjE*cNmSP7AauNb}vLoJ^*l3tjP0c4_0k*8k+(
zPXsA|C<307-#|YzBjb4x!n=Z%_%bH{FO<S`(z@b*rKP1=%1mDIaa-}f{i{a<VnleN
z#0K`ANY#j)xdL76io4MlvgKxs2b3Y!wMMT#a_e)E4Ifs=n(1(nnF)vfNp%ra`ih8O
zuhwIWpQlFNBcb8GrKv1Tk|x88I?H6o-i^lqv~?2gi^%N|o?o;^=eVr%qEV-3JtUPe
zWM?uZtQcRMeRujhES4Ic%s8!p5Dx2KeCgrQuv~OGZjuGe{Hf|^aJ`JVUJJ9dS(eWH
zDWW<o{IjF7DUjK8o?~jztb8RE{Y1TT6x9(8oSD`%2HEtFM}H*`YaT!cg2Yg%4;us~
zkZ@FBd{1(Iyt?;**!h*zQT<GBZkqM-?e_@?<eRziB(|@jEsJ2ey${U?+r6W^^3HpG
zAh=hTqZ}h8FZKp=h|$lgab1W}6>)X)ey_>d8&ijiR>S)-Sa=U&yiS8}?Z|*_z8ZLX
z0OJ9K>BTWAsY|@jh6Fr-Ddmi4&VK#s+&|Y6oWPqaV9)LBG2I1p)X5E*0pvfD<FlQ)
zekl2$V6l;<3;{+}Z97VgQidQjTp4Y!Z=p#E5#`~vx)xf)8(vb1(#)}l3_4nJHA~>z
z3f~+<%51&V5~HWwnD5mWbL4=ghG@ttr1n)d(BCn#nq;pjT^g*Im5S&@s@Vu~=mc(K
zJPx4>N0kAss0uExx%|-B&N+-`oa#Zrv$UQV>!!YM+K43?4Tcx?YulmE?V`KKfi!=L
zNVylt&=W{43+a5Ad>;qJV?BwdF@r$jzOZ2kat3aYl2E}FszZ}4UVkc&>EGrwc5MUj
zoNx_|8E#F`4x^$AQ)vS{$gj3O1RzkqJZX6kt+L7{a&^InlV&O(AAVAQ_|R(Yw$?R8
zhk>$-<mW^xE3tj1ms?WKF$=_d<#l{dfK_$4>C5elKe?1uSx$@oBGTkM7a+q9Kr^T`
zCb>|jON4pkv*=r-@wo{`p3yj8^_W;=13;k3qGyq`7voO-{j@0zY?I?Nw=oGe=h}{~
z<N0(~`aAKOJYSL$dcZpyUXl7$cM-8Ba_M5uV*nKdT0*uwoI+MCs^L<epTY^tR%y0f
zGoxpDROsBzBQf1uDZ{w;bvF`oaqr@J*pI=z)~deZY-YAy4TjpWY0c}(0^kzaT%I7=
z0t}hJ+kYtPv}?};q!N>!r~5IX#|PYD0UH37*2m}J9b}7^3lGz)IgY&n9?pH2>QA4j
z&YYbbi?q2ld0&_xd{7n#0tytAY6f%Vrt8dSnBUQPYk_Bc<ny=2VkP9y?PiK~_=lg0
zG)E9>2oQubl?RUvGFC5kgmg(jKS!6EoYRF;ZXUkqe@)3<7QlA@Z>0X$uLBrpIFt{M
zBU@q=zUiXvq5U@b`CY~ZK3vhn_Vw#4l2A`D%_6YyW9twlw<t~=%k)?m-xjaWGQRL8
zSdKRSvEgfz9cQ{a0_~stz%d@nXbJ#j>Q8GY?}K?2vUg_5igRHt12Q@Xt2^@~umFmW
zahhDv?P6v9V)>|NWf1Gd1b#`H0;2z#7k{li(@80F$Yp_O1|sSB)hp51HeZ^;M2m1g
z?#n5|nfD&+_E=6=gFgB{%6XOYAHEmmJ};uQ<)2ploXSjA0pFD+=PUc9V@4Z0xT-8p
z84``Tj3Z=VJ<J@;m);vTvMA+KDr6<SdbwR}7?6+b@1yCBCWF-X*$0h*&q5|#r~+gE
zr_+4&T=Igk_Q34jt$s_NRm{gszl?i|;+;ctw;zj1Hk_vH|4yWHB{K%gSTi7hQsBj7
z%e`CnC0Ws6{^M69895rsI1vNWMCFmcxw;QxBxBJmK3^!+pkgIU6pC?M(#8|f4Q@H=
zYX@aDn?I~S$EVMA<(i}>dsb$$QFo2(C+jIZ>v;(`vGV>T&8YMv>)!#WA&B=P_&bv*
zgp^R9Gdyw+qR|A~2u?<*+lRQ<cE_@#)y+G$+1gEAVbiZGmd4F8TvZwbR&@FF#HAiE
zEILwDo7G=h18CvAp$Pgrz#Vm^#j`OpT%5I9AT0Qq*p*Io$xpU3$Ll!rq*AF>QWIUd
z#clYXE)uZ6@t#D>Kou!;hIWj<w<P<{m)L29r+IJf$`;}2z|oQuIM_h=P-7g3JY<|6
z9^I4b#IO&Vrn8YM$~RN?Z|UEIwUK)jCv)sZ^Vh{&zk8!2PrEBRjqjp&LC57lbTkAZ
zS(C5{fU9)bhD*;1fQn_d#s~@~aA^2P-GBB>!-LB7$|$1AB(E*P(b`N}u=rDw8noz?
zy!2qySh^$EzzYu6NoTl!>Z~d`W_L9~tA6foW^4H9-s;m}m&Bf8ab!E*T|?aybs<4C
zd(ixdjEqi@CM<3g({5RRvDO25S8D}tcyIZ!pZOy9WTsa+NP<`V<3wqOjZGk3hXT)L
z_FoVeh+&++xU#b-o)%%8{fIm(R<|n0{wk?~M9@=6FMk9x7A2WVo)6Z#szV9{?8Lk|
z_UU`_Z^(q-85U4aKwl>cHUex@FXmO!44g|rT%kwUcJBr$a%w)QQ9z|z48`k42e8eb
z<jjgDbsNhR)k<{*P=Obm|F^ELAF;KMZ}e0z&c=sr&*HGT_4%i#AB{iXg|3WPe&)is
z+!~-}=H9KQ<i!KOBtq}DvTui*ma)fK-2E74N~vHf(XXXnHHBYIldzcSN5`uJf?QR(
zz(GK(*rK{@nqwBNg&6eDT*}58{pSUi(5jS#>G+_TVm!~`#5M-%=5z5e`{zIF{K1@a
z*Qsg_d7y5!8#w_xv$r}C0|c-N7m^)%Ogu`h_;VYcmCtAqC?-l9^7KieQOB|4%!aQ|
z{Z%nNE?v$vBP295(k`oMSgg>Kwbl7yEV^Q0MDBl#3?3q@tvFBLHS{)s$8tjP<xL5_
zQK_~#m<2%w(dz6?>aZ?SW|B97{0ZjNyV(H4<j<t<Vp`3gnofV<IY*23!g`Z*BB*>P
z+M;y4&GwhXu>??DJi9h!(Nk@8@1~g>%FFalhfyQonO~$OnvR2!fwXePKK;5bg5{E^
zBso^8y-}8i*Zj*>CZcoNfeCa*Y!ipS{1iWH{Cu73w0TJZLggsi<XcudOR5#NM~iPd
zx4kKacsp3-%f$lO_J|BD-MePP#MEOB<xTEtEI@5{B(EP$m*YRemXD)8ARPeChi4o)
zCq&$LM|3E$d5+i>A8_LZt=a<?R`+5c#{=dwaM`U7*DL?%^zTxO(d_^C>Q4^alAA#3
z-8QP9_UTXUc5SwI3iBx?9Uog|(SW*tijrR0OJ@@>fe;gJs-_D0Xu1r2GXNp%5_snt
zl6fexKS5!8VcQS2|NdBDR)nC~=ph^{f#N%6dz>r!0$AlRuQ!n?<UZ=7T7LDR9_m(Y
z^oj~={xp`u$O2zCe<{pUFBZ@w*r`2+TxH?;<rTT#<Ubl&*DGrAN`5&vPKi&j`2icF
z<9{maF}MR|>Gf4qeb=VrD;5@y4yNXKP#E#<H16A-9Ysl!NB6-~3k{srI|3|IM$kI7
zn5+PnSo!RgroDpk<7i$_un1kLbX_dt#W+PuC5>$yH?oR@R$!5O$&LT%stB!hj5z6$
zusjFcJwYRvsJh-7>t1a5>vWP@F;DbVy2gx@H7#^YmQerd6I4%yEOn>?-NM<lvb|DE
zRkF=Vps6V6OtavMW*5!ka5+63z1bT}#QV6nPU($1Gsnh@qpx#Ruh*zMDE?uf$=Rl`
zVtiC6!|iX+5R}cDXbo$t4{PCm!~7>ugRiYd{wZlG$r8JOkg0Vhu+WowG3UY9_A)}z
zt)YP@+t0Xr)A*Y2?w<Ut{d{qT!XSAJW;J@W>XA369cW?LlbWKkO($J$@=c#>gTSNe
zjqwV7ShtFu+yL8Ym_AFc9bfR?r+qjo36{|}kpJ6Aku}fF(xn0T8%O=p!;}%0#j)Nf
z>0uLnhKM02H!<}0t(|-YUUmP4@&C{3*T1U0(DRGjLyS%A7-5soDC4N1PwrR<{Hopy
zKMOcjopM08J44+B`~pX?w}7}@`^@8d1W1}mq$$*$lS+Y5+$Ht3boEIn?CIz|w0Zm>
z+Be;~{0_eym#Z@^B#n*Z0Zu`!HK`v_ubC04WPfnKz)(F56i~?TautrbH54eb0Z@@P
ziCbhVG>ZpdprJe(^l9kCFAF9r$oIU*T#s3ltO*(u>IVC+bs0n0d_7F>@du=-9^<NJ
zjEC8x9KIwM*)M+_G@+aBLEXy4&K?~{C>H;4B{}aO)3&xwizBORl_G7sXEnKzr2Mfp
za6PYw@kRAr-LdYkdkc<lqaLRW%s6CT|7O*rprCjl#qda%oQC@`VJ;vWVrP46Hmy+E
z{T}O_trvp`MCTKk(8=U-;`$T{`Qem&k&67Ro^>Nb$XQWi_bF*<09z$V*k!IVwwvC5
z@iEukb^6}H(%$n#dD1jigGX7rH1%0A)P`BQ)VLcz-*<|foy#%Tn;HI^+1E&h);M;n
zX?`23u)Alvpo@&rAa7yW(@BeJ_3F+np~AF)m&)kGzqx*eeIyNBF*{O2s#*5`2EHj=
z@Sm+#ylV{Poo3w~sh!kp6`=IZa8hGLEFlXBy|D&a@x^BJH2I(7k^bx@KQnAdMCd);
z1K!!|ds*k_vd6l!9W*amjM*O&v6Il${O{B+qwW-=&aUjWfJ{BOo8#$hS1hxZnS)eq
zFk@<T`pF=_Y$w0d?JxKCgtWCOLra_dP5v6hA(&vzUV3c@q)%>ZVHUxmW@6IPtdq&_
z$iHbU&chw)7F>O~_IHdVz9w3J2*)5EdB*hXVz&uJQvODklfJ2)=XX~HD?R-o#Xknw
z0m+TNImNa2EF~yS3u#a|AWAWBKZ8n9>t&<{NlMyhN}L8*`IlE=RF{FpZq6k<R3Upa
zMP1zPota}QGrz!!+u9lnT8V(h9@_G7Pc6|oxU?5$gVTh<`-NnUfUaELYO5l`#!X}|
z56x-SSF=pRY+P95sk=X@;<$9`*}js~p2c?u?umAN?B#*3d*$D5XQy;9(zOGih5#+`
zQW7{T3phwCBDsNUFW2qTYVN*db6q(!36C0$)eWgd$-1Nf*Gz}Ksd)_f^pxUKVXuUo
zhNSV;gB&{d^X!CJbd1{!8h<Asu%fRj^qihT_Ij~*%EU}d7fMp$J8%87Y4?XHLNbRI
z+Y7OQ|9N8#@TbjaAP%iwqCibvTAN0HmtmeYAO6Pi$?G+WKRcpnUCKphi7V(Yndbhq
z?>jWvm)ih#8v)b%rWhm!%V)U39g@LZ_xeZhoqW*aDj9=SimWI7=~DpU^<%G3+?i1T
z$l;|2t)3E^$FiLmS`y>S_bIWSekQSH41S^{r;`9!8?;uLg!B81sy_Rq+J6FbRv`T8
zzox&l#9;<ENrJnHAgs>#xZ(E+-SIP!*nTo=coJjiQ04^@Rn2OI%-p11L(Va$#TUp=
zzsy5d7g|~MV}#M`9h0z;&If;DRaV&Flc(0;Zsd~3k9$y`>h{hRGOgRE(&dwfAl(aZ
z++^6)1?eZZvGR^B&pZpxpk4Bd;_{yh1~_QG%+e}aS2(XV3^qzoVm#cdDN@YotHU>S
z9S15O&M=zh!3=d6kO+T!swsDf;s^9WQ&iPA)V14Ya2})med;_JHsS6iYMzTZ+Ys53
z4ZMw{^bXzcRi5*<In8k^00Hm@AAWqQr?%-4NoG~o-%#y~i;g3iYKk66p^Hs-&IFp&
zGVK`bvDzOWz}{9a^0&sfmnc1vWy7Mxvsu-fLR)dsBwF{lL$oklWqP_)jBehO3bBVq
z)$WO?z-1~*wMo({Xi(N~uFyKdbE}M*0?{jawf*FuNifT~?$)3MOyJ{oW<-We+#*0`
z5n;X|m{h`bASEY|v=Wg5@jF<7yRPKBjYuQ4B!7haSCAAYeZ4yB>CIj6^1UGHVu9cn
zCHsLdA9{ePZM{M2n$)J-q2wB@SsSL<Hl4o1*<xr_B05GCYNGKZQp=?GRxODb_!)}j
z=>!4neirV+I=W_*9*t()cz>EFnZ(I^E1TeSb19qd4g7ET)5G{IRzmwRh4c@XqhX`G
zhvPFDp4|-62rDw|JzX)WiF~1MOH9W<Fpg@bd`1x_!#+y=IcAGQ)}O$(2@n$&K+43P
zj86z~V)#k4@#Ckg3|za5OX(;`s6i>?2=`o3eQ8?#j9c)c6q>Nl2UnCr+)4XSB+(5H
zH?Q|{Bffk39e^8ZwMs7qXRH}$!vD$;q|Z9wU)`KS?s9ieIaGeTA^Ux2bSvZ07=)cC
zR1iY3{8$1`B`Yt+Oj$tbpMG0K8<!-^Lj?_xejt6iIPTOcB8;?IX8GbGs<dAe7cTZ-
znqxzb04u9$sl8`>(?7Vr&H1%?by}dil~!)|pjn3b^=7MRFx3;@Tmt!H2UF!=n$G*a
zLt?p2z8-263WcI@X#%%hWw(iPl2?CTo7d?HA|@6b7%htj31gtL`&3WKO4Zkdg>;rg
zH1dO|@v8T=Ez-#G{va#^$V#Xg?Ww9<l`QUniS9qC?c<Jr)h!fK64RU?*b7#(rkFZz
zGcpjS5il3N49<xgm4H7R7Zb;dM3@Kr@00JEj-@+KUM$Y|S^K!_M;FQbIc!ByXMamd
zL$D44$+JW}x#`NONo;}1y8UPY_jjRy<J|(nXx^5EjSJ|({%g0(o_YZtNpvFDNNx=a
zZCtp3V4JkQkuzKNMA2V3<ncAw@iR#KstRFEiwm*Op^RcT;3ta?yd@p%3$v<PzV`H%
z$e^KrwY3O8V^UEcJp$L8kw@4V9w=;z{?FWWTaz*!^i(DwiNK~t1GTwWv2USjt<D%F
z))?vHcx(sXyfF;?pnUaw^e|gy`?6_-s__@0<efM6F0MB(URY;GxG&yOi_RsAzNs7h
zUn*yup6%PWjE-d)+Fv^$7Hk8w*h<OdLVd(t%yKaiHerTJFNhpDNDZSV848H|csYwA
z?T4pj;li&#cTDk6k@^i+Ht2DK6^Z2HHB)shy62bCT$%0#!j28=gxA*}u@E84>a9QO
zEMVS#?NY%*7y1X{%;q8Xtrj1)W-XaK_kRG3Ky<%mzniWi8C3L`A|P{63N^_Uf1h*|
zx+ItU0-N<IJlABLoj}VkG6=w;WDy>zRisA0V5;-EA74gt#X$y>Tyfw+FC8Kybe@VT
z#lQ|3u}iAx>ZeW#f-y3i>e?&G)v1T9X${k_>9?9IleB&s!*~m}II(r3p?n(4atff@
zp?J<s)E>ztU*44f$pD$vdhxecO50iBCjf|yWrf1M63D&5q6a)g65w$GO++5EXfGX>
z2*EMY3U;@zxt`*?d`YVm%blN8PK(h}=8XwSDIRg-1)Ya^dTRys9<zzC;+)xJD#?Wt
zQUD%iS=`E05j@!A+TyOj38HL}VyC36(Na>Q!5-i-ICiUu9LlZ%()yW7E;K8^GqEKs
zP{&`?Ba#jvn(2&_5s}e}7pww|&K+5X4Fu8SYKmd9=@2BOlt)O7L=7Bt%vp`&a^$J^
z3+Xe`aU+!|X|7=qYosY+&T;p~iw`r5u^M@2Fthni@z79^6(00f@J&GkRT(=Kv9ifE
zK|@t9yh=*Srkc_(!X=vIO1Gf#LcuJs^auV)hX~U;r6%<=j11aKd_1B9%n(Lt6<D=2
z3UC=#87y?<Lb#x)43b|d5M(y9(_D|}xql4iUmV@Pf8Q?t<pVo8;%{n7Xifo-tKwD-
z%vy~-nr{mpah9E8g3k1IB=_j(h*W}^*y_Bdx)7M;f`?$TiX4eHYbk(~fuhuqacD$R
zDRyYe3ycXSObQX4XkdvK&Rj|7GMu;}6t08?oe4NgtSR-5U}vtQ)5@~xX!caH1d1})
z$V55@vHXIBO#vrgf^1)z5`Wk>5=g=`7l1#68>We^Lzz>W8$V@AV>7+wLSpM|wWg+1
z(}_Xizy=M#Btmw4Oz=s8<ob^wMBdQ=05VPu_((nY?#2}=JYs+wnn~8+0lfLEk=#al
z6%rN=r?_CeS+FM^SYWOrDY+I#!J&#ISHv``=-xUW37SwRan`h*kviSXEW?Z;!mb{%
zGp+94FiTl*DQ#E1b<ZPQBaie-gK8<`g(OO!S5AC%gUb>MD)f+>Y%|xgc}E^afFtk&
zqGZ;+jJpRX!{nW4I5BYn<B&pNQ#_!80r&(1i*SMRGgT)57=v`UX^P`dLn}!nx$adX
zN*5$TF4PlqN~@(dD!n9^^2i7k%3rBRZB+z>sD&u1y<Fu5-k1jr#@H8T=%=h{6hlJ|
z(#K6ifC@Hq7GhZr-W1GJ@`5ZZ1T$}f0EtTW;spxJIF87pu#2RtWWfVe!=Z_=4JsBF
zvEJrP(b!;9hnHNSE!{&3gKa0yQXnaOpE|!d@LD__kzTbVg|&=iwp_qJdwisV6PC!4
zE%-}sRh|Nygc2WmC~=JB9U^d_M<kbzNJoANEWtFMl$l7VHAykX>#fw-S7F944%(Li
z@GtBwPA3gkAv={gg)C6bBSLCZriw$ILI=8nAZU!Yg21K{CbGvmtd%(WDa$?-^uN9E
z=+PtWR>vx<?%lgbW1SB4)=8nV@`%|4S##sxi7{Jjt;zChRj&U|O(KXbbS1guZnU>5
z*A#h?HNcixB34cXS;mPiiXoj~3WYIbLF5$=_JwdY2A4eoEp#Tf5>%1nryz(=nm`1A
zp<Dxi^(9nr0F0;#ot)Ac(UWDAWQ=q`8sy_3aPrY$Ic0`@Wrs0*7hCs+A%YY`ujYov
zVx_q>)^rJ#0(=p3fL|r{Ul`O+EJJ}&T`01(WxZp9kSx&HB-j70g+HP>7VYb7;<ze~
z4y;<We4*tOcPO^VKr-c_W_))b5-agUe}SSlK@=&bEC&_w7YA~ru*U_{lW_smC_`iv
zLy~A6I~rg$p=OEZUd$<~))cc0)6X_n;|*w*F&?G27OdrqE$qcwtfaS87h1UBN@>+g
zNiHHg)AjJtcynzk`*^{AiPqep6;H{9>Ro;bk;Vr7vMJ6~OLin(*kusRjFd;sFbA=%
z?MQ7<M!sZLLZuRUX{@X1k|n3;iC^><M^K3-v&vjmI*nE0k|vGi-GHUA2!)BpE5@wP
z28JmxP#eM_4LdYAWUWq&V<COu9gk#F@a0R=A>X~I3WbpBWWSLRYgvnPlYj?Z{yJQs
zMQ{YoT-T-u5sa}xIV27sP5)8DME1amt=nB@B}k?)h=m5AgNfu<j}%~~g9iO&O1p96
zhSLYZv77ORIWk!2ieIMNk(=&yia7>hiulk^0_ZBj9ASK%#ZAr%0zHYa*-53v)8DX2
zZWBqF9@FIo>%oi^kRaCjxgKB3|BEg=(n$($uzmR}q+wNjz(#O_nUg}$Jc7W)%5?FR
zBf*hY)Q~u)BDiJgt&g<IC;wU5+1Z&70$;u?|4X@_KY#YG?vdT!)JU#Vo0}RG(SLC2
zz?G~RYIiJ9xQc2Y7D%pr^}tmnE^1WV`su5$D<j#!9_xrOm!S*au_NS!c3X%fn_VT;
z`2{m_$~C@AC<=2{^xO!D6>M!}0xmdm0YwJe3oisyzN{vp(n=LkM(F}nFed&oPS`am
z6DWHLAl%BV!p~9CS?m-W{WQ`kKslS(RVOBb_vkI;Xrf1ut?X(A!%WoAHjRTc9OGaQ
zFr<LqYP-9;{&4A}V?238I(TChulWwun9E1J;2JMP1{d(X5*OtK+%Qtf5rI<w@I?ef
zUK2Dd7Crse!3AlJwx*yk{*pD#foNHso+h42Zqm_}Ri4t@l-bXEbh<G{GZ$73sLXTK
z_+ou_j^5&?B9`d+ocqf!%m2e)+T}eCc@;|l<|iMQYIyyhPhl#@K`1Rk3it32S2FIW
zdsjiwBk8gu;FMEFI%lPTK*@+K0FO8eorcJ=ETMP}MaIjo=>X}Vw3HjOBnYYT#T$yj
z%vOri95U-O0)yQv)O`|BkZ?f|1dsu$8l?`#`M3vltSXiC5P&6=<<i7>_cG-tFSu#C
zz_QaL?t4liNP$@zRY{*ohtr>_R(6kf9Aq{cI%N=w`iYgfSfiFxJsJt3{6Z7F@RdUo
z9OZ{ir4sdQoeQQzrWlF|JFVdCb_FwOMR^e*5xf=w3GKxJr&K=X0xgEJ1oD*)u55Em
zC{{I}1?ZJ1vBx9EbC%9$0IZ6JKq0=ZEl9w5he6~^y_$Y1SNdGQWfcoJ6;<PfDAC}W
zpS+MnC#+7$SG3r|Bf%6{NJA)a6@0Pcg2G@pQiVejL6^%WN)7CpPRC@K#$H`rrMLb8
z(yLdm+$(h1sTkG(fXi-tPawJac`Y)8h+kH-9sE?sCb|B1$;3pE^}Akc<X7Zz3OGRv
z!UabjSp`TMnI$Qj_2HZ#d%co7U?4Jf6cc%rBSGefxX};;5<_W%5X(ZWz#1%WXd?Jx
z?%<F+l%Y;s03q3w5yHzDLP`LgZjMDRQ$_iOMplU}1A@Jgvbkd6+t(q}9f+3F+*rhb
zkzBiLps1mtelhIia)ZcJ+9OB+a(NM6H<ohn`Iw-%CAt2E7&|=@C_!M4Y(hH$1ZjB(
zHnC!@m>{D^w2K_U0EEB^H3JNo0axL5#1LDmYoav;liqUB%BYG{^w8oO)VZ3zDY@3)
zl-z#WH#zmlbPXjn`+}&ShB^JONv=l*7-pkR5LBwfrMFx_PhQ}Nijm%GAWg3{_r@5{
zSw>o!PLfm2*`dJzrf`{qj&*p@Nn7|X_>Me)QOL=cEJzJl1|c{UBC|w8z@dxm$dP7N
zrzE5q48TOpf<Ps|Uc^YQsui3Rbyz@k6I&;RQ^S?&QXcmL#bB86anI|dQ&m+4c!bVs
zbWds+%m6m~>7Hu<>12^gJ<=^@=)g@e^i&UjL#&CW_=zA`30HUlV;Xnt!e3I1FYG6M
zC<X=?M?ZN7oPyH;<IPpf03IX=yL7Wb%G^Vs5Ur~G51_(a%4u0a7Dg4mqDxgTgHj2N
zWepyX*CK)-)F^49T?m5dD29xfNNg2*G!XTazMQft4Kb0m6D3O_X*hRpWakBXViV$H
zkQ-J(1sj~Cgb^$)NNpI9$Z%gy0f3v5Wu)K>tc?;_6B%G5h^0UHC2oun5FjLpdH~qB
zBP#%KFK9;6d;*Kqs@&7lQ^u%!_4wKVeslwPD3y;1`u*+3A8{1G3S(bI<W79}YiseO
ztAvz*o9=%nN1F7o_L|=M34X2u4&=})kFrlm<SVg73fb2wS+FOGGRS3|k}Ox2lUzbU
zUPRT6aDkIZvP!JnXw=dp2mxKW<17}CTym;J(dlS|D=c%Y@X=|)S!D+I`KwAXiz8Cc
zHn5SVU~gs2VjdS*NIczJQ*%#Uy8<fEs$ElBKeaG0J#pMdZVZMf0pWsb1VYfzCtS^6
zB>h_jH0Q7Qgi=tEbXT;62Ofcnr{Y7_JQ8H(1f>E1q67>m=_!EWtn`Vq7>XXkqMLpz
zQy9pxf|bLSrQCGy3T6~C@ubYSkAq}W*#oh95>*52sNbfV)wCuy#(+9q4KUr+c-zS`
zLa`YmAQpzhEd}F_Ym%#qaBr9utY%rvl_R{6EFRTpQT;M5J~{zI230Z%EU?K7d7+<j
zTGfj6;7zPJD7<0|2_6CMq*d1BR8a&-^c+asTY)}!jrGW3!C*%Nj*wXzOLJW5E#pyA
zsF`YO|AmWmyZZb{u|a|{HiZXkN-le3-!8nc5yP}eA4Tn~<e-~ec7rL5_tac((AKn6
z1mTNA!Pd|S#;QsOhn0;q042qwPBxgUba7G(Z%3_s(HUV^$!m~<r$7ZuIBQvKQlwEi
z8$p5yNES^XynJ^CNg_Bgl7$ike&({Fa{;5BM7T*XtwwLrN)XuKU<ElR3+U=WPZc$L
z>|#M^aRmlmvp+9n%0Y>tNTgHTR2K+B3@NH`ky9%(MmoBIJ;{<I+X=g{@Xknj>)k3S
z!k#Ib-~g4YfC~}x48uN2_jW_^xJ-lv<l^E2Lj3nl<dkc^-}<ni8e}28b-uW#QDoNt
zwBz~t`SJ0w|J@rZtx#mP^=Ui&Sd--XG(mFx&yn%V2Lx8>^hlcz3#wc{J%U>eoG6Uc
z%M08(X!tAUj3IsO5p5Z_7r&4ZorT)bFGL3SMj#Y`L<wn#EJy(oS=o)%obtfnr$*CA
zqQMr_kA1L&L?GuRRmpQ!nIRzV<;WDU2S10em8~X^-hiynNM_Sy8FU3^S77sqU)I#)
zig(yec-?3X0|Spt_Xz7LwtheL8|lhOkyqb3;~aMWp@?V*6ihNZQ3Wk%AybgApKIa(
zNF)LgJe6@`3*@duj8y6;M*_$T(H1T^sl<geaI!MlgfX-tkDzO!Ci3Aq74-<h<pQv6
zM>krWC4QRjY6TPPH`vyMk)mpi(P<r>t!BIhxnqj$G}AdqwE)`{J2buk4<yquFeYfk
z*$SGuwq`&2L#D5D(F90PQV$4GQ9tDfz`z@$9c{!xz(rpAd}Z=f(lzpB7CTM!NTLN9
zDqQ7SzBD%k$`lgeAT!HToKlv^qZCjWYJ+#)1S`vV!G1*W)ZzpOU;Ht}e{l5p@ne6{
ze(>PI-Me=g21p)}L<rFsU>B&i1+?=HEJ2h^0Vlrz063W;t)AkD@p_O8(%7Sp0zB*{
zJ}9iAImfA)HT9>i(8yo2xT9!+6LA0=$&zuDhd2E~O-A_QUBe@XweVsVeyQ1f7Nanj
z#Q?<~e`%~}IB{UICbJfSMlb1_L&QDd;*qGbSz{Pugc=PIu!B`{6~lT&o|~ZJlLbrQ
zge8zHs)E1~UXW#rSOI6<h^hrS1@mE;JLq5?Zt@F^^~0Wnp14UI`|*zOQj8wy0cl7^
zC`+-Hl2|rXWPprw*~!8r63uJ6$6B?Yl<`Y^WY*d0-+w}&^TqL`s;58BT>of6q2;Z|
zBgHUaC>Nz3TOCiVBCQ&|RWK7?sYH25vx|OL3fv9*{d9tWrHH8<WLd63OK_+P;}r?c
zde~EQDn)?YNI-&5Or!(6MlM%55+asljEK=3x}lT%QZIv0;S@$pkbpxdausdJ!ERJ_
zqre72`|^w4(l?TehLR-_u4Zvo#+e~OGA_almP8xjo#b+)oB}qF2&^pYw=yE@sWTn!
zC$#&S(ppU}xUWYd{2LNti;4bl=El*Z0+DfND2d}f<6VJ`AlQhJ3=@#FPNFLa`3^a-
zO_3bF5CS~t31hI$5gu97B9uxtMUN^9a&@NYNu_$gBCB357pR7}^i5R7P-=wHBBs0d
zl#vp|827ebG;wY2>u*?(ENEHJ-SCUBC%Mels&x}v>{fdqEPiP^S;*R&MJ%XZk|`%L
z%}h1{gPT&xT0H_zaviep>;;GLN)RUMmlrAMFe20fBIbI?odGx^5wHrkse#B#oB^^g
z*M=dT8~7oEh)HH?Ec{a&X9VggKj;Iecq(XYBaDpkp-)3Dk}L0C%92DtvTR=fnBCDp
zI<!!ih7e))8wvK63I;F_j4_A?^0Bv9oB~llt)}&p{f0rZDHPZ)rZbEeNJPO1QOB+n
zvzeP!ynx{l<Rie4O*CNurKPvj!$zjdlyZ?!NL(i-M2P@JGSNEX0J@ZlXwzHvqmly!
z%TQIyFdA-+r2Mi&y9^)~^c)U}d55n72?E7HOigygM83?z5wQ{kS!SdK;lYA@QI+u&
zgBT#=pvX=sa|3Tl76(0zbc$FpF_C$8w2L*}hyWHCDeoro4guwz7;+ir`NBJcouN`A
zP?{S*VL+kf{d#+QTMY~bJ}0_TV;`Lk4-YAc=~(P*Rnkgw6~jI+B)R(i`ve+GY^TbF
zJ)Mp!=@1Z(iyNre6o%y*2E3H{jA?*6#8R?P@wi4_<k#l~G-Nysh%jamOwKxk(2Aru
zdUPhjDC3BcYx$K{{m6)w3Jf_C5S+zg3ktZ?1Od?yTHFYNeFfPg>w}qlF55_gBwZ@y
zT>!zAFM2fhSSh63;TQc(as`$n^&pV}n5zfE!GQbd>>kcd!2&0a$os(V5LE5kg#v&j
zz$aOvL174*er7;a=LqqUT#4qF=EhIlr+y*^)y7j=u9@P7U%*4ApalX|9o9rHF(J0V
zvs9exhg^DCgG2F`M1xIXhQ)<f@LfF;VLks(a;dQ#nQnl=wzHs?*s`CsykkIu58je4
zSy)g5X4-|wI(cWLW{MST%?z2sba>#br1Q~FH%?@^bKHZs6IM|n(P@r!>!)n806dZo
zUD)Sf(l0@hrOBi8VYD<EsRs-&4vckb)=$2Kl+L6!zNbk9)WI7x@&c0Cj6P^C7eE5`
zj(h)th~8>S9i5H?SJG-DSM10bOkprVqmynl!*CN{+;|PwZ;ZjvXqbuMt)?}`ny!BO
zn5GGZ`<4PrEfL@y)X_bm69>q_CQkW@0<MB7cMf+=*ntxh)ib%z2Ai@OWh5)2xgkE3
z)(vn9j(%XX4grKiiNiGkQN%h#h@?(vQ4dImF=|)+Qh+aF!b1HjQrTyli74igCNKDC
z0Cq@FX)+P-Se0Ke&ukVFUPy)<PT3K9t?7V(E_zP2Tq!3gf}Gspg<&R&2^L@$3ni3m
zNnC#(t<I!=LS%sWut%tgjQmQ6GmdV1Jz*ieC3@a&l$uYTJn`pL9~Hgl%8?S(y;%Z6
z^GT=@+TtYFcL`S+L{gG#ca0!V^V4|gvjX2m!y?=lMw<c&FetDSTc{Q^VFXKO2Wo4$
ziPzY~PP_mHSyr>j1x~Stx{8<>@=*+tnoM!Fx{l<Ej5A2;Q9$%MBIOHK!H>)AcN7Ai
zQyvEFm7dcy6t<MD87y4Nn^c#bjt`9U6B6Phk4UJWR_0oI>(NNA8%VH-P6P1TPg*Sk
zPB)V4Z;{SBtl=X|AVhM(8${_LM?@0G6$Zo;W=JAbfN`au<Ho&_w5XRLF7Soenj+T%
zD7KsuE{jtDp%Y=c2UMibf=Q?q7Fk@I-Nl)50-Ic*jGuPbbP`e)%9N#2R6m=T<))Zu
zFD99o@EU1T4RSX17V^PWra*m8NjDKT?UHfBM1v)^U<2ZygVu{llFLUok^;lBEXZDJ
zNUnDZ(j-UXEa}n;lU@V_M2P%E4Vos86}mD-j-(8)&5~9rlSBXm44DEOWtE8G9S*V$
z*dUDp0~^Ve6q;jzi1k4LY-kkKRnPcqsaG4{7MulMxRgC$sVKE0b|htN)_B2wHhbz3
zJ4von!#x1I^3)=v&n!xdR+chM)9=vHV<azJIjH?!*1fFMaztSqKafcvgMhDaMj7V~
z@(>y4A#;YFiMl6Sg5m|7cthQwpr9g(DEW2&lgftFpsB8|TD30U`f7E%PhuBsCavj*
zy8z4^-moy6gn}RV@9+{w@nV;d8Fx<MNhg$q<qbuM5>(oXOQl!D%N0DJ?~2o0OITS3
zig*l}gC#k#i9jI`P$}#sMF}l@8a=sPXfT*@v<bsh6+w3K25xaHE1Pe!CBnomu_GLN
z6APAbXt@GF;(!@tKo`?$s$6;0X8~*ma-PB=?iE3dA$+Xk0ko#J?6WPd!?8?5GR_p)
z2kji#Awol`?N2ip6~PLDtoMg+Dv1S53KJ9hqz@0iE%*fCJC#7A3v&3}77lTg>ytvi
zf3Q$0*)ftIe9QBdyTI)GFwF26Kg$bFwlB|gF7uCD9_AV6h~R2$6l<HpHh=P}^VF@(
zLPsD$ESBIIsV4+vLNX`A8|*O_42<(F=M-ybkq8{i&oDzKpbCwJCU+E)FRYMeEnsL^
zi;L(0T68cu%Eh{<*j2{4GC}sKe?V8Z7IasQpOq7^%>$-cWr7h`hae}bb{ug27U>fo
zX}0blh7dFu<)S7D3z-$+e2ymv-wJmiS1Vd#A^&hSa+VA7$SQU*N4`KE{9r#bD>7XH
z5)?IqpcQkv;!<o0NLu>n$VbNk7<*&_K3S*S$QG|^Ce#v6?V2S57we`2bL<QJP_0U2
zS`F-xt&9+Bk48040-Z^#9s?dHvJ}=B4nLxXl)S}&w=2p842(3@c5|yV>Xf%c!h%h_
zq!TkED04+$9CgeQH5kyOmAJbVP%)CHku8AHSvVvG)}^yXNsJ^4w1PbZBHh%tDjesm
z9}b~MFFSJ62S61LE;T_tpvg+jApJ3ntCU2f`qIh-C^A{9N@|ccXaYmbacixa(K5Rn
zB5qlyHl{pHj9_wo5Ct$t2{NRutE|){g>Z|eNC~vW^bvsHqz1nMgAfZx#U86Ml8^zI
zYsIYu#Ac2pk%eUN141#f94r+Q(p-M=vqV-<$s@VO3G@_1SLdLFHHU_Dmgz#-nZhUw
z)fFOQ8e24ZEiN=fCK8`A_I03phoV)C3O~vi`U7?cJtaLAHF%@BP}1BIGc6HfBM6X<
z#_=0&5$kb|P@5a+X?Is|to|I<PsMzOMVQae&)#l29oXg1NnXB?ZH818FpZ5oBafs&
ztUf50H0%vdO5Z`Yo>E4`x(507`uZ9Gpi~gqh&lNam^qDCDal=^K-7R!>d7Nv1x_60
zoZ@gq$_mruy9tQJWEBOKxQnadO{w6cDD*M`z?hGmWijyQmTD?qbt++9yozQi!#Zq+
zoootSFa`!rhmLqOWez&!C?-&eL)_XF@F)p;I87rBqhfCs2|WXWnFBSf3n!7Y<&5$O
z=23w^UhnVk`-H1W7PT1{sn}()Kx?2*bChKZMw!4@@vsVzb<6=0U;rETS`y{5McIII
z;h707M8!bJ!=@p<LAe}aBVy4YS{sxLtE5@tN(Z-!5JF^)SQwXXCL51+3DNY8*o8oC
zeI)L+yN2HFtBEFMH2MRulaVbEFB_RA1>}N9)U&GPu4q3sfRJ0*$ZEOl*b*s7Rve-o
z6oj&{lk|*l!AUg5k#mHYqY#n#Qou}ciQg0(W|m5dgw9q=j7xu4G7Zv7K5B6+RRzU0
zJTti>!5arr00SyeA>(jtpYm*~B2xD%bs(7<J`q=-(uy)va;srijZqCUjSl+wRztAn
zxYdzgrg;jDFe#6WNDVOKgcytmz!J1n?5K||Mxa_czzhPE1<o>n6mb}Eb?YfMQy9o-
zk-|TWmF&z19@Hw7GDwE<3Cc2Vf;b{8R3;xyfFh!V%od~}{0>2ml`I&EnN(%I4gz7R
zL4KooB+MwOWU^%J1+d^cAB|8IPuds2s7iVI#Q88R=uSX33O%$0LbhmA)%*1;&2a@N
z3a-jczg(cLQwgmhaK-|jKKUX`Nr7{f-E{Lk!Pi%x0&Z__(XY4&qCg`(X9V!5SKSJh
zpg1>;Xu?4;XB<^|l2_H$NR=Fgu5SyDW(7tiF5*SAuI89&&@Do{zrXj%0(3=?brj|$
z;D-lla3d$9JEp~rG8FBYY&^d0AOm&dPOE4+1|X20%jHsu$OHoMGnr00B-uNonX*;r
zEtCZU0Ry(f7#@iQa^^_|5)A0nC?FyvICgCfio8lDpXiIJ#BmDfXa=RQqXY(!Ed``7
z-@-suuId*do6x%wyCj7`$TB6auec5`EI|_m2DD%*M1)m%1E+DLbWk9f0RJ9=0SrrR
ztgCSy3~-M5>>`9q<v7ZvKS*;FY<PqT2_%6B(3dNs10GiljNXmJho+fq2>_s0lJOh3
zQoz-qW`qw-(_pfuZ+>rcM3KXs!NZ;sRWt6XW|~F;nlJ>^#S7}jhXoyvDBKp7TSYg!
zkW8j>1q1MpT$V@h2K)gG?Z{lHh6>Sf*hyP~5D`>k6)!<PKw5(9H1kc9;36f0qNxM7
zB94&=L|-D<&r7%+t~7ZHV=4jRki7JFr7GNtDV*3Bicp+r%1RlEX(f?lM8EajDjvN4
zI4`g$#c+-i$h8x}AiG?xq6xKOUPDk?z(cdJ=a^uEE6q8?pgx$zZ#r<xB2IvIAg7g@
z0g_=`;!6au!6&jn9pcuB#$66I01ybKi3`KU0zcq45#$7@uv|c+I2nhsxCLDGH57+8
zpqe!D;S&o<E2XKdrx+_lfpwfL7UIGiJdnLQY@w~d0Xf~Is^zke1oZ3t6%_hV%u{ug
zBcSXy%@(3yxj^U}@sw$j0`{0gJ=Osgmev7y*_3*=#xs1&Z?@(%ZgHf_O@mUNVu~^T
z<Zxt*BsFicc-W2@K-?V){0vb<3AZ1H`G*n*2M7L;%66WS7u;1T+lPfH*VV@;@lw;`
zSdY4Tv(Q1gmN4`3@=_HFZ2UuW%*H3U3k;+HO;|0aG8bG~%~CWdtjO8HM?;liRVdOB
zN9pV-IqYIMA>bz#W@>Jw12hT~53rFOS&5)zF_&tcWo;*C1)a3q?$~t#y6xQORa@|<
zP(lT1e8OFH*01yxK968qZgP0EPalUDs|CWKbAbdtAK;ft(#oeEe2aAv0-}gfA(j)k
zLg?AcGo=H?BrjXgBQQHS)C~9*hH;eQU-4kFlh+qc=1^PXI!3`Z9!@eGM!DoixsD_p
zj?+jG?&?ohYM?bu$1UC<L7VAz`tPM{`XZv)TGQcDbF7M2Dg6J|BUjsvCQSzAvPfel
z`eLcnrX;nAqKvCmcA<cz;H6RnLbym=9Mb>*2{3?&Fp?+;hjCDc6G4=5@<n<A7&epU
zrdbuI37>qI=~|3Onz&;vbHo>W`}zvZ{I4#8E|h|Es7+OPqc-K~Mk@`;lW)1L?Pzyf
zz<^&bkmEH+>iHQ1Feo8pqK^zJrGP{S%!7rblD<K=uAyBL0T{{BJla9;zy?tc2z$XN
z&D&QR!my-(aML_R5kT(h)+4}1#j0_wK{DaixLY0r1F%6yXaN)fLm+qnoCMveEj=N*
z7<me!Tp^S^!#^6vMseog2OWAk{&1Sz?PVibqfTS5I*`4r76Oc<GEu1DJ;4%9ag<iF
zHNfL}I0r&n!85d=F99;gA;KJfaFSL`+7b0}Aiqg-hYS620-{C{bVEuE;U!7Ld%`E;
zifuux(Nkuz-7c0#An2FL!Y#r5)K<aio1vJ(3<TOvqk~hA8feNni;#VJz|T%_ssgYK
zk_%q$P^*SZk?q^to9oll6T<OLBaU_L^RkW-S6|5iKe&i`$}J|)&>&U0B4EHCDi%k+
zl0l-TVzH^XAQ>S>iAH$UT6AHYW4V_bN#F{N39fjLTjUf##%YX_DPqc>NC{3{;~5=6
zu_=z?wDz){!<PfO8aU|&x*GE5BD<(pb%a}EluccY+mt8Ow-Q#4%hpf<JRb1?!1I6-
z0;ot(oPdx&oH>$IHJ;j(ji^J&m>B`mkWb_VKym`xv0^2zkB8pr;29kmfn?d8d&M1K
z<PrTHOxz1XLK!{Eg~(P|C5VL}nr8?{gA}l@D`kX3(=lRq?$W1{jr0qXt2XoQe|)=6
z#gXJ7Se?-ye5)fO$V!<ZH(eoL$N89zZmG&M^rwTXP3dOe%rVGCFeV&A0OUd-BKl4=
z*bp+eIyf172nV0@49dcL0Ar?{lHgz?$G!XePNhkIY3@;hGa|l1Z<-1U)AA%riGt|K
zjp{ma5fS=8ln}sxRjwKoAw&5EoJt+sf^Ri%Jy_RgURmQS8P=saB9-H8u{)BXKbFuz
zgAAd(4v4bIRnXOSSV-Xq(za$M3WXorS!KQ^BOnACyX7%YA=w08vW2}|v4mzjpw*a+
zxMW|^FL49~c%a2NGo9=tn;<9x1X@4MKbaF;apb6g<fOw(6$Vg>)(FRel8Aq#8|PQm
z3r8+8A}DTSV^l1Otis!1Adb!vtfFS71FRx*l4X|G*&!ME6WMxXYo4L1+^3T8fgJq6
zl|c(l6DEMs=P1OYni2)N@riLB7T+)ldv>G-()Rs?97Kw2mAH7)KZ{tcRu2yk{v!!e
zUeE=U1co?snd~SrE_SvSJ~>O;D0ERSIen%eN?a;yaV)0Q`uI>^Mspxn;8;8$M)H)N
zu87wyaGFDYPYWWBH6n<(kriO0nJ+6#H!h_fv~YO-QOv-<yimr#MwKUoOA{9Ho)9B3
zj^$pvyV@Eg><gLv&r*QlMn@i8L8+q+m~8=yI?xCbu9_?mJ{$3WC!j%CjqvR#C`POT
z<^b%3g=&gX#&U$Pxw)yf@#jU#+nrIJJIoX~p`@ff?=hAG@dJgCl2}M{l&i{BO(7+~
zj>q^7wK4>THH5%FyobzrlHss{wfJ0`AO}8?1)7Y|x35PgX#B(5p|=rvG#X7v!=(he
zx<!3D*w~AhIGSk{35k+`=9}ZT$db=GYBN(a&I&p>J}9Q)Tb8OJ)r!p2rzh}Ou32b_
z9c^T}aa-6<asjgn5EwLRqL>ts8un01Ijo^NzLl^F52qgdqg?Fw?b|>9%R<>LMovb@
zC?F9FazLd;=CCc(X{d_x_ahw3tHMEB`m=?e0A>qEc_}94=^%xH!AS~2#&L@e3x2(D
zadF|d@roi}_<bu={W=J!XGsXO1Tvux8{k`T0<)ln859Yi3oZ2_+2l&cigwbl7UiKD
z5izGzhP$AYOji{GK-v^ap_hg>(kd`0fUcQSgIF;YaVM;XMJ2CTKm|WIcfge&TscGp
z#Z;7q3}9Rx4S<a#371C<;SISX(J(5{OKN<pveoqIZ(M-<9f~20q7Sfvfwwt^TS!%~
zN2+ov8>K3H`H)?9p(K!}BnVMV9?_OQqKSc7%@zE>IWn40NZ<`2h!$j)v=Uap17oWk
zHv)}DWGfrxkt5ZnV6#{(Zf<Vw?(Y0531LckhG1Ri1rqQ&1Eqeq;Lkdgr?7Z2fqY6<
z%_?+#$c=JeUtfi$&%DM5>&CaPwq_|!7$W7FDQgUZV%djO^*N2gXaQZQ3fxMlQeHG0
zN4b_;D`Y0H9eVA~=k#=H%=O5hIy`TcbXEyNAlvCrh>gku9cqwons7TAfm4H6$*3M6
zoJ<Ej7L`_9$J?Ty=>Q?4_y^iW$A}bY+^y!3rX#+ZM<mD&iGUEu7ewi-vN}FK_GTdg
zv7(bv&|yFv*~l||ZcuzJ?ClAqNNVpsUOF76u2C*?fL!Al4g_PiFdXWn21sB|WN10J
zWWFpwZm!7Ib{gN}`69yAkt7$vvq6gCb3qh1as<eB`gC@yBZ<s(HH{j^_0g;yS!7ew
zEOAR(2TCLMGNIrKkXO`LH_Bx!PSYHhlqAR2?M@}DT!oVI7E+JHV@PPnx3UbeNEtqt
z%OdE=6LFq#)JjZOD1v!K6!3UIk_h^8TxyFE-Xl=5JI#rT%n27k{2<q8h)kRd$|T{S
zym06XpQk|RDu^-*OJIJu!Y%Mn<p~~;tlE)`DA$K3<t|{Tc(E=uY$QW_SE4`c>1%-y
z?L-JT0bJQjD^K-JW;N2VoKarVHD?MY3E0-Mmtu^v${<%TGYQtxO(KAwJOW+0rjV8+
z^}S;{+(8uaimWIwS#X8PZ6I;3p<-ASP2XO`SEPi`QwYHfUMC6h>5NRrket$_7)_i+
znxnAS3i@yz1L<rW_fp$5`ruo-F|#1*lg#b1KyF&XMN(298^a8!(3VOHZ}cUP01`(5
z2BSC@5>P$Qi@V033<qqDMUp~?+WNMJK*_=!BYb5Lk1<f_8HESn2f!Tb;N-BNq$oJJ
zdEWN~5%(0d{GL|CMF%0!L^egO^!)hvK(-2I9cWQ*AzRfi)*WOU{o)5^0=6Pk8d8IL
z!qJ<lj#L#9bczyjg{w2jh#ce-ra4Nu4kO`4CLj=ef=oD2LOCfQN{oPne?VHt9Kls=
zJG>wt{z<c!^zRB1ct+eg2R}PjG~q^!8jLX+TxF<Wk*{yuL9FS(AxLOC!5$LKu}WNo
zOi~9<4tHy?aW67FDbcvsXF9JQ-X^$R`opatQZG7!OdV=_B#2gF22L}GBoz<-NTICa
zc{wg3e1+dQlN_#g#K5psoCXGtGoJJ`zBL)_g(h-ywH+@R*K7elF&hTcjPRJ)>C*uc
z^tA{U(s+_^kE&yZk1Zy9WW-F@I?%4!3&QQfUP5Tqjs|ViS%A32PVIrp`mn%EdYVa;
z?X1;EOJTK&$qps}kSwsF$w4QkCS_cONd%=K|3Hz(Ihv=K4e7~lagocggjDq<h(Rf1
zM5fDe$%3img$X!Ha`g=X>(V*O#XOW}4&1`3^G@A@?#MxCKxJVJ;D7)dSb}7q^3=Ef
zKH_H#YF)(Z*4KW8ka~|+)?ye2+8S(91No?0H7sG!Ewy>TUT*2EV{7^wlps0BcAUc;
zqU3%ZLI|hcP*U<jG9~E`)$r`>04-NA))0>L1UXk`0-?Bzsf<?d0ly<gj(}4E0z4sh
z6*aKIa^5QmQ8|~12ns#MkW|g>GSObZtl1ssh=RD7z%6v<OrBvT^Z6E0KnO6CPpq{x
zQBzUUrgq0d=*R@|^4$ZpfEG(LP$DyyOiate_R^Q>mLn*THj{y<!!&-NJl0YY0D!0X
ziX1Vek{_Qas6<c&E1;@eqzX}$>l79;u@+o@_S(fFUz5azw!BB0FNd0JLbkr;;#(c7
zBtE`Hwq21ey3>pRAwG1FaTM&4LvtJg_6G3@A7V(E!UWnPXNkbH(hAR*Ea);t;DCV>
zT=kKpIw5*gl$wJK<&?f~%Tu02O3p9u;2eTsc$=?yTT=73WI;-t!=D=1^AgF-hcO+2
z<`!qG5enGRb|T`D$p-n{RW74YTN5R|3={|kG8V_O8df!iz?Bgig0weQ{+H>j@Gi!^
zC<}qeQ;mjz0liLe0{KLxN^_h89*km|zgO}+(>U2el?EY<;zQwM8V`%UtOp4I<5Ch(
z7Tb}YLx)c!0)e)}67oXxlr%G?4+00>%3!zAZ0t%~BV@*z4Z78+O&M2%@h!sFJhFR-
zsjFQ?!~}cU*CT1j>du0W1G*`0<%KhpnFX%BtfhlSj)vlxAOu)NKEf?lbXEI_4%o<I
z2;pr}fUB8nfA2ttC}>yBDmJ8ve*6a8@(w#$j+7FJqnyH)7y%f^8HF{Tq$*!gRZ!^9
z$(&;&a{!D?(yVe8NMt+@UBClT&;?N*ZEtU*+?r&>x<GPxc<8eOsNheUFe(<M2}V+i
zyCu1*Njjt4s8uy(Q*$&=&F2|?auP)i%CJjAUk!r2mU@yG<|&B@b#NCv2jdu3^^4zt
zEtY^i4GRG+FDb2gRdpwKK-ba9Et*gwUj7k%&WUx&ku@SHmFz3CSStJEjtTG&#xez-
zy(6%NLwxIIJ~Nr@b12gUi>h|V|L~wWmk|Q^!5CW5;7wgeAO?m*!4fj?gDZf?($Wo7
zL|;Vsfz@zApx6A3jSXrOMWBP5v4r3&rYZ0ULC9v(!3&G80segU`T6NftQyrV;)O9$
za2j?>Qri{)fOB{NrBI#@ER|nC1=tP(OzW4u<md>N>bIH}$0~H)B7{Ehf}%5mi@=^Y
zILb*RxOOzow>CmS=t!98FBiBMZ^+q<vKBDx0&L&`LKfmQk)jpn;B8mb4GFX*L^1+D
z=SWzMKQ+0)`K;h@PQy-?*qX7TY!^|cj~1iKrb-cyOyCOHDiFpYFi4EEz$z(2lu}ti
z%i)%wUl4L@l}7>xpELwNhDahm3*i&2$QINgJ<%Q7aRp1{BU>#OSzr@K<3a!-UeoZc
zhI^f@z|3UsavBol2;&OPI}`~j5CHQC<Dn)Pvjr$3b_)sQ9NQV>84YZdopM14Y|3e}
z!zvOCQj!mO52MnVOcU%5uEyQ!SZJ~dMq1*QdLEIinXl>42YPGv)zS*JQb|iaHtHDE
zN}_BbkXR~F-Xpe4QaLUMIaa>73L<91kOIW>{0V8!cb<_fl97$Ti5#$&2BMh9Ey$s3
zv4)4vS#cC!4J3q^Oe{nJ{?RBvPx^zLQ{D*mxQOi_O%Ac-N4(Bln_@Nx0r>=KMigm2
z{dv>$g&*;vT&=IW%jJ??kOTkhqG7~q&?;hSZV=_l=;}j*n6_ydW!yB`muF}tt;&6g
zX<V)uM07a~ZRP>?j>1DCaDv=H1sagMN@Ttbcu106j1>zFtJqGqatjyn4_bgIzLJSt
zq~gLhaH|n(BhvUB7wJnG!4fjlG?a_>xz4eIbsdo^Lp-LjQIzGK!UiYcPrHbVSO7Uv
zLQ_CRl=DJbQ5%;6kEa35m4*Op3tKZ&dV-~-!_|I*rN|+$WPyC0N)(0=;yuePV8a;7
zy}G(`3ivFKCm$alr97Q^LvySP6K`umpz$*rK@@a@Ns^H*8b_*9iG+AN%4G}wclA_<
zRyaY&t%We)<w7($-=_?Sa+LR13HXr_*h$ooElc@d7L?QqGtLn{?iG5@jOdsnRYlE#
z!m)@&Ip>g7NKjbcp~KZ)_jnKYax(f7Uwk4xt>r5u1|B$5v)0vexGKv)4rVyPARu|_
zigiVy329<G%0r+Dp1LK$+MsI=<QO5x)dXPBq!{GOAg>s578EHgJ*h`YA=8i{vf>tp
z3nxfh6NHsTUNpE`^j)2;;$oad0LFC)R*4HR`~bk#veYBKG6#4fTN~*(hSVEUfQ#Ht
zg!}7MaN<LgV@@OVL2-mcv!X+p*j2pHuYQBv>()#}q(g1vL>X^MGnr-(GKGn75s7|v
z07ilcE?{falLa(%)i<7=G&I>2NJ!=`rg<YkJ}3y)1Y?B?V#IH*g}}k*jFz^JX6~XG
zB}Ew##X_Pc*+n1ZEYTN44d05jB;{LIfkR4m<gU&vy3tVMRhkP*^%4(2te{ISEJQ;b
zXfG;hXcnU6n!PlAV!e%GTC9s~ec-L=Rqje3dFm`+S2eASR^U;dWQ}Cdl5v^i0J4!e
z5}aEqeLXVGBd}y9=b&8E(6vS~!)b-?_|UDEs>aO+Z;h8Y1U<?NjW>+2(V(+~i&B!Y
zKEo2;j$$p85G#lPAc8s|Bn5z034{ayUP5s-X>^eL+#+}Ef&e)ju<<impd^d%nD3vg
zvx_icNCgIgI!-#LDuh5gGW0FZ>yn@oMM;@xK7KQS8d`u9L5h(el_)ITl#!Z@L%iOd
zm6XakRtU6fG%HO2zyulUDP)S5KY011Adc8leT5eCq+&qj)`3eC#=7Db?!_Vc5}!cX
zZFek+?W5fOf@V2__0(RpqLN!z#7j?*_KD27ECd1y4AQ~YLcm=HVNC5O1thp6<q!ow
zck#a~M)gI44*btQd@eMCMF;lsr?rv@cmT;;hArR$0HhUnnMNyoD=%E-vc%NK33ibP
z+%A0xaa97f5ov_*iCBxi3VcG<9C13t{4y~wnE(cGQW{zXnW7KIp+!2I%#%Rkyr!)K
z$mz4Qvty2<mhFOGxaFzPy8?-XwS*rW#3nFDBJ;C|JI->oKin8ZQ&A$Y@rk2^MXXa2
zSnI^Zw|EJVh~+l~#T9mOwY>A)Bc2gx(_CRjE(jle+){wk#E2+i@(7dEVqI4{m~Rd>
z#L-CeO&hFh0!u}~wT}K^U?WIaq@cG(Jt-hh9i5ns=8R2G8j?ma`Y^<s5j=A&&VegV
z#$B$kr|Fluf(2Bf&odOW9lHb(IiRLkMZ8QFN-)q7L42Y%5KwTH8W_^8@WBsdsLFd3
z)1ffOa<VIx?80{R4wIC@ic&y5=_+wlWvI_M$+mz%5yxYusobz`-xd_TSQqz7TjdH8
zt0Faxv0z_`OIn#F3kXM;gc~sj<*KZFGsM^|HDUt&BSu%EN>7Q2%q{F`pCb&)FVpxZ
zKU77~IlwzjP`9T%#y`@5MF>PhtfhlwS75-Ta0@6<ff-2i5@d=aev|Jg*Hy}^VJct*
zj^yHq{B<NC%2oGbOOf@}g0JX_B5<rX9YR#O0!@gSBm)U>24kzlm*yfOo$X}_9ROQL
z@nbUG!XebDGw~iy^VJlmp;NV-LCp_TAXB+gRRDzWY0xxJA;%{LROt_7N^#!fB?{YA
zh-n2C*Z}rWN3_80v5E=cEzSEpE7{j6m$6im4l>0#Qhloc^Adr08Nw(0#{b~TQagec
z(2_4Mw%{nase<BdUZSeg%@HPc>Q7BaG(pJKEw@N#Ol2|v2&-fPMW3l<9DOu#aZW|K
zBFm+GsM*LkHjCJOgThXl05KD#+l!LIrz0q~Gsi|K*Oh<h-%$<{`o=AHDw%1%h0rKT
z8JMvqcqBK?QIOk(^XJ!~@3z2BNEIF^DQ7zuWG-YnT&yiLrU|I{`jXHm1ySH_2a4=w
z7YPbWo{{4eww>j$hk;QF^U<0uOokAcw*`TkjuBVjCnvr|BRaT(8s=Dww?UEH1ysjg
zu0m#C*f8jk#L<j{uK5VfQ;(F9Sh0pwqoZiEEA=#TG&*ns=u)XhJ?L_{h^BE?m?M1%
z7tJ&==#W+KaV%De%AgL4A~bkVO9-D}fjR(altGo=0>oXJga#!A@N{CrCkf(cEhYgo
zBPNiEjzCmXagjhPUdpi)V<1&o!H2koZomdARv|9@<BIpd0L$49lMsam!WeXESQMVI
zuAeTrYQE?q-lL-<g_9R*n2*Y&Gpl{lY=m$Pg?fdIlZ~Tj6L2->AYP8LwZVLaei5S`
zjcassYq@a}>eH4drEsp0j2r^t@|w3TVF+$Cp(K(WvVhfc+}6Ze;wdmVmAHu0;85c+
zP!SFV2?CT3VuS=b_@q3aYxJS8s~u$`Y>T7NFoA)>gt+jq?1p@D&^{hhemG&_1P&z;
zs)2#df(~L_WWI%pA8c%)Yt-Q@gcL)buGmkti2!{sHSSh2!jG&$!irlw3;-%3)F<?+
zO>_8)11Sdl5`@A`Bi}(lAIRYismhJ018*pdE#U#Gk|xKe^7@DAHwh>=0@o1>>}pfq
zbCn&Gv>m=R&NGfze&dsxK;R{~#g;h7D?@77+9P2lQ1}4A1WafGK*|CDaCNF;X;%^F
zG?UGAh<g`P132%nt^yLeghNKNOK$dZEj{^GWQD_3IASL>D2N)IK)YB|Oe`W{gGT5!
zr^0jrBu_z0-%QOMp_J4%6;K)~R|qV}?SgOZXm@MjQ=0GzmXM6_fZXt{vr>ABm$wx>
zDf$j;P&7xAyn-wGLLe51S6^xiy5(Xjh{`H5z1E4T^UHRY3oC969&m0KXE(qgG$9NB
zHsz?O48c;y6-aC<^oUf|iVt~Gc92FUYE81O<4jL!VxbOYEHOu8ptQ2eBSH#_Eo`Sx
zF{_f?a&vM5(<ne&N>Y_uC{Jx`&9NzE(7XKA2MH7e;R-5Hff?upAt~<>w~LpEz_X7n
zoWobNvLjcE4!*@gumpQJM29q)E}GIGVxiYnb|e;nA<!90J+GEj<y*Q@xPy!dnp;~q
z2Q36wTi`?d)2BSDVhpPGVg)}~H_Y3VN<IUk+4J-B%gak0-v&{xPjf0p65>qstFPAe
zI;mC4roX+=kuB_~*{+VsgfmlPre?lr8gLS8AwOsoZl=`Z4XQeZT(N5<5E#o@rg^Hv
zT`c7&DZm`5!CicXY-NyJIRy`##!KQTtitDPaz=9|%!>sNh!>ya<b>0NY1Ff?P>MTV
zGGB_Bj9sA}yJAj>#*H$R9N{(-6gB0CH&#lrh=IaKd8$g@8r|@rC4|5Re2SoN5eiqd
zCJ~(bSQoj;JJpCC%@kjcBx8&R4CXV6IgIkitw)lVnesv|BLo@hyheTWM=#WHWiM)i
zOnD(gt+JiBT9oVO3jP2W>pHt}yL2#(d_FW&5gskr6dpJn_|YQ(I5c@rQWz11_F}Sd
zh^9FnafmA&xCs9Xv2h0+NWg{`R!Q@UBoGj&%Jp^BR~_GW{No)nadm|jz7>liA{=T?
zu^^efcwVqXP=IX2e40RuAl9K3C4mRK$^wk)smX-rE9neo-~nkA)>uT8?6yjS3N)w*
zrGT;p?5Rx-l~AH6a2@yoA<D%nngfvzmLLQZ7{bHeAe^DjS*(k4f1dx_fL4JA&Ov?7
z6yI;z_{aP|wjdlVqjZwN04InM`H=&nFsR{MLhv3ruJi#U4P$s@cg*Ql2M;4pGBt|n
z+t+pUn?Ms=!?_L<OjfRw0CgsSt1UFQ_SF!thTDyliJ%*0RmmeX#H*#PbTAXT$k$;n
zFsM|)207pgc^Wxzc$6z-@C*qEkZ0^gzP;=Y22g6bYv3dYhsbV>4ZS3c`05xW))jlx
zlQUUFl#VNpB{?4EL&X*5F<+ew$<V7X(44$}7>4l-Qd`E^2;`jCR02H70@yw;tX3<0
zdwP1R+*MjAfDtbV=+P-7HK+|#n(VL&HK{E<)nS)rQ+*R$E!444v%71{agpV2DMKZM
z%&Qi13sFXJ6tu^L65j+aG9oXiJ(^^Jf8+`93LD&lnp9u>pyY#Uo<T&S$vGPDK?Q`w
zx-wL-;GffQyHMJf>u9bCjdU{y&Q%wLt4wSp#eBH1skM^V1RDvoS3morIGN}X<++Q2
zWRe{53XO56stKu$_voYCl@5?eLy)7Yq{DAO2t{o~GH~K#B<U&Y!-rJzR)Uu(%mjvj
zjhPV3A@mVqM1cdLlnxF83eed?j*>V~gvODrCgt(%%gc*zx&8?o_Zmd7QbS&IrkQSi
z&_L00&07y50#Um=k)5!b2pVCsjzHTNO_^qQk>vqoMMFN+$>AI&^sG?CY7TTjQqAgs
zkk1!z=$#9pv5`eQrWTUse2$1jggKZNn2~Kw4r*WkAr!F6l|`;7Q3wRr)d>GcJ$};%
z2CBN%IEuSy$g6-SO*|3{qFj+VRImahbZiaMw3W{Gb>2A+u$)i|qJ)*IuGj#OoVoac
z^W#7~DWFbR4c~Hapq1my#Cuo~3@juWbfE<uA;T~uf+Pd^pxh_|lS7Mfh*E{(A3@}_
zHZ{j!bc%1IR=17Bw^6P@D|#DuwKdRcQ<?kQ^q=`+KD^mQa*@x*nvHm%Mnd~KM`(*n
znO61aR^ufu;x0<c0-KsZzKB2(_K=U*0|3MY6_iTi;*=C(Q0G#gq%0u>R&9a#fdRB?
zXat!^a6-KDixiX^(Gh5a@aYz<VH*)dxm-#yO^j&kmOp98SPry>px{ys=B)xzObf%n
ztT`ZT)G<L}NOQQu4*&odeN0x|`cs;Zx_#YsySKN8jpY=9(uaCzgkrWRU(_v8uI<pK
zKF@HGaU=96*{wk%ZaJ`NC|B&gV~}-0)Gju*ZQHhO+qP}nwrzXn9pfF_w(XgBW-{N+
zm)zvmtxDxbs*=?AtNX08diU8~-KY2J=h@Gy>%>ab-%%n|gB@xQ0r!B)HgLCoj{>Rz
z_VZISBoZbo*4%jk2gL!(WGE=!NCa&FnX(f7-lz6p0HWRDD^OplFxMG3N&lk}f_Vhz
z`}_Al8dcv98OXIF7N=WcB@$N*_XZB%DGv)t_si2u2d8q8Ad{jl<DuL|j0+)6gDf$W
zFuG@Gb>uku3vtr0Wa34HmXM||01bnbY)Rt;;F##&d+l!Y8yL?>C0mNJ7l~vtzsnBm
zQieI(kju&_BpiB*vNq*%yiTG&*Y0LmQmh6Vfs7G(em)e!Ltike#5*y9c?2Nys0Vqy
zt_Gsrqgp&sXZdW-lW|iBlafhGrXm@?Llr8@An*2wlsO;+A%#GIC=3A4I=7;<>D)Lc
zq6iBv#J;9H<%WF(?6(Py0&(JAiDLRp0z<4YnpnflzeY5Uy4sKkbV~1n;KfBfXA(Go
z0Ab*7P`rb^2j(s0tDlFNH01Ea!XOs(1Cm!`4nmUcp`BmpPTg~L`+v|wI5JhS%<LBh
zzoH}uf#Ssk37E+BI{Gz)&c)CI42iLc>SO&j;A#LTM*$JSvCx?e$3qmw?2T35jx%c_
zWo(EuiyK$0vxEUuTpvS&mEVXkGA3+<Y+oVB8Vqk?0(UHAnubO}rihv5AsV1NakdA?
zG$;V=KPx~H-(N(>vN(0F92T9?uVTu_@m2%_0}&M!m%Hkc69-F-FK2=f+{ctJoDpM^
zD4lOy=5C5`s26lB;WT%md0#4kSqQ^)5rn`a9+r3S&k)c?kRwxbw^~GVAIOdofS`iH
z|7fV2dTupzcYm$#G&IiA4$1;Z@{t*IC;*j~oX&YmHo?VS4<&RVNE_2&*HGUDp)~td
zc&V*`YT+VT8w4~7vP@E6@RR~{f?-lPP{4j*6$$?WKyn}FTOx-w4RIDJa*T6#13YFg
z999e}qF_b79GzkyPQ?&v8WmGi_~XvPu;^XXnzguv9ga(y6-$8cbXTi`;6+8~(3Ln^
zT88<HzvxU@UmbTbX`xNxCb}LunrUa#AcQQ+vNQ{oT^>?EF^Dv+sSNw-KmS1o1frD{
z0hIRwuMcYFwj4G~Un^wI#wypIDuypj5ROQBRpahGu5!JW?$s?xl06RUebuk29u=ec
zHV8LEj}E0$d0eSKDg)^A?A{kpcQnD(c!(($K_hTTA%YE!;X};w5flMBo$v{s;ah9K
zNzyC?L1mId0D7-m8GNTepN0xi&GRx(|1{{Q>kotNCzwu6HcXY_D};1IB~GmEU^U`1
zjk!y*WIJY;4jJNbzYh~^JNq;#420#x+NMdgD7cX+1P&mCO)#bbODK^66P*G`MnQ8&
zUNR=Tqe|y`&as<eBBw-(3-Z7tWkTy;D^(%L1g~-m%#=|907wKD5`bPd!z;wK7}GU_
z!tYuH|4ocZ1!6$_k-@B1lJp*I?@Dw8_RQ*=94!QGsG3OJ#Bd%n2e3@%#?Eiq#x`(M
zha+STrBFPaW8qFmJTT=%H80`@P^G*{4L>SC_8<XaAPEc!NyqXVh2<3A_tbjE`{3>z
zI#`!BUjdWDk|jfyV%goJm>N=PdmL>`B`IxohdpF7hsJ-G%&Xy?^W$6eVE_UP$}^=N
z5yU+R+E`mpdSgysTSK>)>A+<HI7OtND1fWDBrsL!z+Qf|6(r58&_nTWEJ&dRkZ!Uz
znDAk-$Z?EgAhk0unjDQwE7m!-e_#>0j@V?i#*{Ww%avu6^B9m^uo+pWNY`+_MQyN^
za)P>$Ag)c)Tcqn}4Iy6t9xxb4B%DxGAcJB6FwfIyoBEzh2DvcjYqNNBmUHBP@8Arz
z$)F3eU=&|Wdbvi|*0NR%i{c*WQ5vNVV&Fv_BYYdu$5)oh#@#f4*gg}Mt7~;9lb!vZ
zK2wCU5TNh+iGYAL(5jkJ<f#l53*w@^(;e|!48d1G0x8035v-K8fhn3%9i7a{)*-u_
z)WPi&Asu~wetQ3W$P`*fE<){0U|GWXy(mS_huHZ6$2fV8qk};VbVb?fV_-=58z>Yr
z;h=C141iPv1xA$6)-Q;}<VaOufJ!PMv-mkrIyheeWd^~aK7~6#8RPLGYHpFvIkHZ$
zR#5V-hthT?!jHFi11Dk?SdUG>I1`NFd^5tfJ|syf_BsXmvmnbXKJhY<r;&-5Op&h;
zv<P?T=FHHjrVC+Vnb^eYLJ9q56UPNKDpUCIrbve>6+*wa61$5p5tBM`;Lb8du^`=o
zxDk@2m}Gef9MHph)rxj_Qti9X%dC(go`YCejPw&_GeSY6QD0nz@@k<m4JdIWu3;t;
z;|c-p6il)-&3dUXiR`yltn0l#o5Fr7?2Afoa}c!+IYDb9Hcu1<g1f0w=%mNomm&xe
zaHf;y4M$A)OUxP&EZ|E`98r{^JgQ7nl?E)z7$nx75DB(@@yq@m%-C3%r`$q;`)4Gg
z9hFFfZc#1l>8p<TE7=_|07$qEFiP7*3T3URx9e7cDoNEP;~=ITA!(q^loU|3+&;10
z+{~Qs_O*t0`EeMEl`-f5J&R>B0dzG0Pk|yUh}&49n$L+f=yGYrGeVOt$TFOBxdhuq
z06UcDRR4~V5q&0O=wmue7h+(UMGW#tN#K64$t3+zK(9&DY{a>bAbxgC-5-FaLdlgt
zuK|;uYLo8bMxJ9LhXBpZH8284VuE0YVh5E$a44coX8=}s3cEu#9H9#Wagv+F#yU;K
zXbQK;MaF@n7y$As=HCuOm?p0y8g&W7MZ83dr3j^%ue2<r1Va|OX}Ke9ar>!+3hfvw
zLXc@B5K-V1ZQ|a0)|~k2L|kXk``*^yu7Q3W$DcnhsC0*+KQGdIH}r4hUVN8m?f4Rz
z1C?xysL55X^BBjfK_aCzOx-ey5Na8ko$J=(SXO7aGn9$w?5L<23f6lM3T$Jh7mm0W
z6nHKOEoo#`F(@cyScjY<u{MHPQy^4^2B8vcQx4Nx6Z8TBx-M@pOi&)Oq_7&p6-iNh
zRMWbQH1A?4jL$umvt@x@`4^FCI^iaE;B%SJFHH#EqKXv=LdLi;S)vsC8-Dsn=gtSb
z0!h8hSgz8RHppr2vv-&-cD#{p4FPW1AOK+)lz9!p@f<lCVJ`s-fx?Zf8;X={e#;66
zPrhpb&G6xUPsX=f0&Tj$&-sb+Rt*Oi=jaSsv{!CYw~-DKl2MLBHp93+Bkkl|(mzXC
zJ3KuFtt64)X^-%UNimwG0Mw=<>lAmL2_3*gEI0U_63jRx0KxZ35R|D^u#*E2*Kk!y
zpiCXAYgv5eB?vsL*sgO$lOWep`_N6+#YT`%1t6Ym<Otn@5M-etO{bp_<UpHi4J#Ow
za0^rm0U{INymCR*Fve0|PVS#yO@6{VO^q2D2yKC8wLylL0(i1r>|@Ne0^JV7Ivvdc
z*9pezlWEa0Q$!x{V}Tsd%sm8cF&}fW<M;g75EiHE-!ezOS!Ip;<VHBGm#)D!<s|kJ
zD)orghM-aluEb*|5^3l4Dl!xf=LspJL+7jpXe|$Hm-{wa8}cou1mo01All1VVme%l
zM5a=BEEO&&UX7;2aUNtX3kW%i!OM)W?k%hqRz8!0%$~xu=2kDHMItVvFP2GF!eKN>
zQ4SRYew&!ejSUk`8y&L&PMkEX8FXJLXLM7JeCI18Yfe!Kf9fA>L7P-~C{sHVXBQ_^
zL)-tT*&A6wu`n_aFcADljggsylZo}e+gbn9&cj1MFJo$F?qWf}!pQb(R3e~P@pLdH
zpx2N$vNAPxA)r@wHFEiH7D-z}^WQJjElqyC*_apz=p{@o%`IFASXej+=!NZV?46Vy
z42?~p=tWH3ER9XYoeVt*=q2r3Or0F;Z46yZ30$09e=i_p>Ef(l>LhG$>tJtZYUe`m
z+gi-h=GX1F{0~17Q)7D*QvyCdsQ<hj55Vi(cW+hEwlLsvNr*s@1jYmqh|KYRloLS#
zhX|%M3u5Ksza<>*(a39aaC304J8ij}ow*1orGKvfe7uoA{brqU=u>UIG#P=8GrtzP
zpbpdJ<gD3vu5+)i`Xlc{Lv2h9s0=hT#}M#i{dV{8u-`j=S(upz5Ud{t62!^Dl{-<Y
zib6$2H4%Q8+SIg<8d_C_xJ)djqN=Kfw#6Rgb+fA%Cc{yRgzQiR@~1$pP(hPYNi`lv
zli5l|R(AStm5}Fq!^6bIe5<Rg@#xa>N*talb5mEB*BsYd1ey!&JtWgseNMnDk@6HK
zSyU{-hyg|o7PHwE>fu;?et^C!F*S9VdK?b7W0Q3<nOuj_)*7R$Yiscz7h;7=g>#q6
zVz)jge!u&3ctn}Bzco>wBUU1fT;*#ak;!E8nOwDnjg6I-UWZ4F%b`(-uE=F_`Han;
zW{)vtqn65-<uZ9N=cC-0I;F`<;Zo&jYc`S7J)a}yvjFK_feMBtA)T}tZ^volHn}iS
zvE4>J$~Ask!otNGtkt!(e~O!%i%SiCWKBh%J17^mySuv0-Q8Q;Tid3r@;HsXl#PR%
zXQatn<)m=Y))LoNKyRCz##CRF*pE+h^Q-g^&?nO0j$aM!Qe7rVR>m8RgAMDVSUE?u
z_BG7a)!pUwcXK=+PhQ+)@;R!iip+$JrC)o#L!r^8@;6sEHy3%ktDBAIy2`>V7cVY_
zYlGeV^uxdMHrGwHyZ3VYa!m(5J<nsm>YI8@u^S$sAWp85Y<qW4i~ZhNopRoer88)f
z^%^v3Yp-!}b#<G&y}eGSGP&({{(*i$qtj~j{N~<WXC{lSqKe65Dt5jpI-X3Y)ot>a
z9}NA1KAFwucfZN$-N7r*^;j*c#zoUi;ihS7ng|OjAD(3MKvl99<&8quF1*F|Z}95$
zc|TA+w<BWy(=h(p?K3}FpP+of+-JtZ-rmwOK}G5J{Pf~EFx)T_jYhB8WOCkgOr1un
z-)kcHIyGKQ4PAU`{`^F*?Rs3LN}XOztKH^uzCb!R;|YF$GM&2#ey?!T#ijFSav1v3
z#%!mfv1#F>R4u!FIT^aFBJa`%AIz`51cd31Ljs8e)hJyHQ}_A-p3>(YD|lr7wvWua
zyXj$hVPR!u|4Ha8NY7cZuOMB8VXf6=ooTJrXygHvS~pmoI_>3kDoaUQvm$q8rQP8@
zwYomUw(h;XMyC_#_Vq@PH>Jlfg@@*k(nDCq>K2c&*V?}1bTW2y%?ar9(Tz}>=gqg!
zinji97|-Y<jZ_r-xxof4<76f3*2K%Rp<&9xah?K4Cz;G3EQyr526lEMTi3=h+8CcE
zZmy1Ky9jMYs}<?LPA2O+O6%%6oz9xR_R^is6+ZLCjyA2{KUlE-wVKUdu-|TdN1%v|
z&F~vVcc!lLN6E)(Y@UYc=yr5buPsi>*lb=N89}*uyBD2*^6I<?{wVwdQD5l&_cjin
zb)3IO-M*A3-Ax*=VyYf*s)#4I#NC-y)}8yueUdiDP&cKE)N~S+HicM&w5}$x&Fy-l
z`i`8XCjk98`vH#9a1#BcjcXMvst)z1_H$Leu(sPOx8?cm7)wtexc~{qE-KKjz8xgG
zuG+`19{q-)30qtJwMkpMeLdLcMpCb%&oy;+cR$Lv?nUz6S-s?6sR0>%f!RJ_=(L(!
zJ%uy`9>!ne&qP)`{@c8jPgX>3FZFh?*C*QA+Uxba$x2pyZ!i586V?#*3PCwa^P!LD
z%lb68Y1X$xzfSu4(MzL92%@lvkb@1Y^_+p$N>|lTEl1c-)^f``6npd$pEc{bI??W%
zjY}Qu4!eH$x@7hGR7O*jm_5*8plf?plYQ4qyT+&SuiA}U&(ElKtaaHs?;fP6e0|U3
zp=Loq`ii~ydceLs_iz77k=ml)Jcn)f2dKjj-n9o_9Bf<EaIDr2qA=aG>(-q~p!Fp>
zg>-~pMkz<Qm3SB(dK<8-y9ihx3t)Bl4pbb_J>YU7gmr~@wE9b{C%TvYSYC*$CLH{F
zY<sZmHXVjTVX@e3b{iez?bF{4h_*vvuue=I;5mRKA;Cs_8>~taji1;(%hPH*Hv_5Y
z^3PEt@ZEf#O{Z<Xck+DW4$rf-eFjwU@Be^ud;>1o12peHpDSD%nO&nymBvrlc)T!{
zCRVBIQ)@yGmQg*x2&)S>$HK=DC^Yxk=F@51<0D!TKqoyxYYkA7VnE;p$Vl85%cis0
zch5HLOKctc<~#4j{`EROp2+^?L|KcliFTQ3S8%2~+NjDu$*Q=P8<sqg12u0jos_j;
z-*stj+5JZA^Bq!uh|RVev^;onaLYcLa?o;^qox2Fd?P4W;&1(MYY82jAR@rKm#s}V
zr*%3cgo~R@Gw>X~ato*kS~oV^sz+~lo5=ERRMD%dhfl6W>zTmgREbX@Rag;tT@!q{
zX&QRibZ?YmyVHQkReOlQ>!$HI#<w3|1b=n0ZuGthFm+(9TJD;nk~|)b&1T!BAR`Qv
z*jlO8winzy*?6(tZ2#P8({9^W^-)H;Oo~d0a#Au<&=E3CTsT;1zjd?)S((FEUQMxX
zzzd2tlViv^RCABobhp`UG#;DLE&P((sM|HwzuD?^9*euq2;z7COF<s1?4~{zKoJp&
zG09-HH<8*4@<GZ$ahAu}9X@r_9D6P+t0&}B!RARsB7!-5P2Uz+2R9*)xHqKpZkQ&m
z!$lF6-(6W#g@^e|ItW#4vVPrkTW_BPrsW8&{gfe3rBZ8vQW{6DHCWDKZ35AwExqtk
zFW*Zsf#xGrlvt1>f$UuOrQWc$@V?t*J>PcQtZm=+y1dbLzZH9NyH08$v^UzKMUZ<)
zBfTN-VylI#V|Ck8yn(MRM0b>x<LCBooRSxq@te)twD0r1-SPc=x!!HZzwQV85&!sn
zJv{dHem%hTX5f^8X&%h!iEw(hd5=wY2u?BY)Dsc1H*_R@31#qpSY1biD%6h3)}hUz
z%D+AsgB*>k#MKR!cNyXKk49{7Fr_x}1oa~+>M~QQ^-;KPQ<)ooX8{(4Qk_VzoS9ko
zkm2%RhbWDbD^#crR$86N3ND?cJdWMCX=?OlR}msg05A0a)llJ{yK%Xm%MFKn=YLbu
z8+C`5NYk;i+a<0<JQU%mMA|Ho_{X&BV6Q;5>Nd!tLpcZI9Bh)Y6&UP}lTwMx<+7^l
zzU%wSYw;@8ecStaGnPMhRO)>*fPK?-NjHVhJXXVa`bSSx$6(!M+ax!l4#!9|%?cyR
zunmWPA`f^bb8&TbF?iOq`;GyueTcc7oz3JWHrTgV@%5-&V=Ml?^C^9&zerW7t$|3W
zri<}Vp_XitJY1GJ>v&zLoJZ^ICRFxe&NpyVUNTZEOkB<CcnHqdBDTvkn}#T83lV(>
z=yQ$`kT&MF?<Wu(?~Qi@-|q+95}xm^;PbGzfAa0-%i<N%H<12j`#g2?mI}~>I@a3B
zevXfJD?F{B4%Sh&j#x+3C^Pv=Z)!_+d;0xuKOE2R%&<iq&vU7L%*PuA+;cxs9N+V3
zKOA3(+eZW8OYkoMbO%7R03fnGF&&>eO1teQmj<G#Jq77J?Nk$8_aDO!-kG$M-n?~P
zBg03Te?HQ_yeoz_AdLXV;1RY-TYeQ}?L(>^*Uqm256xwvLEWFq_K9`=g8{jycpdUt
zET$JrVP)sj&03pWT;}etGvjUw9xZx4NewI85AV-2*F`$68$q}zE8Lnl!({5&1j)ov
zlP`D!kg)|b`{4jc82H{-e~rcCaCp6*99#IMxKI4{=`9~F4&(88y^bWn*5+Mpa-9jH
zt99#K0#c!M)pC=%R?<3uH}Xs!p@pMLh`c)8RNhC5o$&8FEHB5^BdTDFjxLbc2G6BL
zPA8QL9B#L(xBR(052WkL@;omu3GVx+#kXs$-q)pMdA|E$WRJ)D!!dyS`!QT@k9UNI
zUsRp!cwWCi10g_0%~BuJw2vA(kY+)n)YSXZE?3vL=fsMq)$x+$f|!r&d~BAeg3TV!
zPWM-Rq}$wBa!B0Y@0RwH#3ux2V^FlIr&fm)V6`^go4eh3<Lu_D0e+XL+hN_sW(@1p
zBT~HSZ={6#*8YV*S<(`rP7*vn71ls9KOVQ=zqkB608&GjgL7nZ`EShYO!GWXwbs*;
zc=fvn=C_;iWb*r&@=)x4Pb-EQ>eB{XKZQEu&Zui0?M^4n`%H0feg8g%q&A%_pS?YP
zdxwWk>-x7I(q=n^f=xHL8}3GH>Ko*y2eM^YS6owGotO?3#Ra@z+c{YiV3DyoM3;Yg
z-gwvibKl6<eI;L_tUiSF``R93kF&hse*?T9LLwkrW+WgW@j+=ONPJvGog^YrC{4%d
zZd8t(+}yfq9Xsj=QvOlJZQ@%T@H%=c+k~4;X0o<>uXUqiE4BM4)Fz%CN_Fel+kJHG
zm0)zfLj$n;!vm}?M<O50HqY{rFQ#{PTlU=z>d)(mctg^1OQ2ti`h2aT-(REay-h;n
zNeK{%fJEN?6#<4*VFL%g4DI7_^gVb;$%S^aR+=>_KY5ws279&K{}{d*+4X~ifvFI$
zZpxp@yE$B;`}9G^uPdh2?dj<Am)l&@dZlSMzb34l98uFbFGbn^rS+C_0lR=KZ>U@8
z*l5ZkDIXaPEt9EZX+)Ccr5Jdfm!|(dH>9fTdtX1V>i=wF+xNboXxsOF&2ZoLzV3MY
z`~Q6XuH?HRc>a&K!+3e$hw<~p^4XmCr$u>w?$7npeE;tebp0IeS9nYP?{@p2l$T}x
zzN8oai`)7w_9I@8({z15%Ab?pO$Xv`<TO8@*ZYN;CFJXADwDZf-k<1tsWP7b<BT}w
zUtr7Y?oT&M&RqBHpHH}r&EV_W_Fb>bY4%+Y;TdhYFWQ`*7WbW0$ev4VuUkow%(#}{
zpM<c_SQ#&$JJ`d}$Xsq}l<)VlzTTXXH8m{@M}A2bZfPjh`&DnRZ+@L^-wU~2-<M`@
zYCpuEU}=ub_X;n=o=rm*WtsPVgfi;xobtY}Vyb6H=Pyj8=l#5_uIKq~+NiD)T6weJ
zt2aRmRZJb-;bO{}$kIImQXPpRMsZ1J*uIJ=+|cw_ue<}1X2XTvjn~>+i+PpnmSa{7
zC=3Ly?XdZ^N=Vn(`xJ1<5F-m@=GNXmakk<NOP7HhVD*SEr7ko11mKff>yI_AF1Tbc
z2o2;Mt8`aP?QbC)>?;if9%X%IQ&*T)fceRzTMXifSYYj$c)}6<$y!&~GLY8)?e;TO
zTp3)qo@D0YD9cy;5oi4~=s!Cq2Gp0)-?v1n=2Gh{q5E0(#GgMAL5cKs60ZBnCQ6s%
zd=Ba34Y-Q6+5I%@IoG;iEYEa+usYbR)0I{Ny^>sJy%K`Sk5FJ82ok>na+bwvI0_GP
zrbRGN%nI0LCYx~&4A_Mxac3bLP^XD(_D>+74it$;3%TIGn*EPM@>XZvsv64m?Vng%
zS&o@sSDN{X(OhQDSW(VNrYp^S%V;LMYNR0VEYp={wqrb%RX0+Qcaq^kJKZyu!KxcA
z$UDt=u9f8(&uHC+7VMQ}ywJ+>h-bXwLJRiHGFD=3dBQtdbFKw*VHqd6x-jJ(qq*3M
zv9ySj{QtX-l)K#uie0gO^jj^x62^Y-883x1?01Gf5zqs<(9$p9gxAdn_CU<F_DDG6
zbcumK5DBb45KTLtVd4Ib2GE_1W*IBA{yjPS|GKlzaBJ`>_-4CjF7#Mu59D0yBzIr>
z!qwSEX-e$mrw-kjmiTJm0O=FY>fEGu;Fg*As*`Z;KLHn7Pf#ad2gFqm{48y-1<Z)L
z(&WoE=2GiM=7gCy7usB%u{=uM=-fb;(Q@naBd!;jbFC|w5@tSKY4X)ZbE#D$bAsIa
zb1kmUI9}y0G;ZMY82QzOao4NNh1NAp33H#WG`TwC*_67G83C@t#a0(5T<<a$TDRY>
zekc8Zb@g8Z_&-jIpYFP4Rn!YC?k>1Ie4E`e;b7)g5`k5kbEY;jfmIgR7ux?}FLaqs
zqBFJza`~0**i8b^Z7!Ky%L33{WLazfuV()>B>&qJ(|^s9|JN@Z2g21XE^~Yy{<Yra
zTl0JnKRUp!7w7T&-7gg&VO?wMifXE*#=0++D4(BrLI=aut|zRI=lIB>*Mxp}#5XSo
zeK$XU@d|5UozGV~HY5tbK>wcx>kHhgBmqkZoszm#GLGVe0HTJzV%MxKY?d~6JO%n@
zX&_SahWggh-nJ%%&AElP_M-vJ1Q3+K&1`cyJk<&eR#US_yl19v5(Ouq?rbb_6?l9-
z-onCPE#+Wl0!Rv=&CAO%RXA)lRd&Zgwg2>EkH_ZkQczQ4Y_fYgNdh+)KvDo<TZzF_
z)Kg>YaWXL!_%lTZnUd4*ib@PMG&vEbs*+Yq@96+W0w`*rt6AuS!MB8^r`M+TpKe)9
z<yz|vhNjihcsYQQ0*D&4X{lfM{b6a@|1%KrKXAeS01??47&-qtgvkCsgAh6XZ$OBQ
zZ2uiX{BQODXCcIC9d8%Z5zO5XkU?rBBP5|H2@#}<(gGDEgd_rRK}e7wjfB6{5^xl@
zrIMxO62esAzpsA@kXE2Xq(HSC7YYH9WEk7VA>IMb6A+4mP|-j7Ij-MqPtVLu-Q>RC
z>}-3F<6p5e_uamJxw*OTpbK`C{}}x#sZ*{WC?=Q7OUk*kP!XpO1qnY#`Ek;7Jgyz(
zj_a;{ZlBHfFrSZ5XlTCfC!CD37P+XuS?X%cwTXv;WUzaMmD1L3dVkwufC#M3cyrH=
zT^{c&Wd^c|ogs!F@0?LMrP=s##``5bI*Q`BDmfn0V1qVPn)}SAlSjFywVN-lsdkkh
z63GwRK(|Q)MZdxexFXT~@S!F0no3K0#zg^NqRnQ1D&5pASTzl2ZrnWMk!}Z8cl6jQ
zsdTq_LBvgRd7{(1Y*=4alBCy2vNM9RtNo;axXJN`p-!IEONLBW{$<wq7i9Qhq08*w
zkC3GK*n(%GKO;u-Ms--vye|zyoQe8%l`PE6U)oAjo9R-R759~b;xT7E6j~sJ@@|(#
zCGH>l4m4mwEDqmDZhnD_;z3L;wDp59W62_85?D)pS)jT*ww=)e{nzcJ$6aq=n5<Rn
zLY(;+GB8}F#EJJPRowv@sw<jS9s%hB;ddq6LxuU*j@rl^oj>kY8>LzcL(L97K9p-O
zXN<i8m#bVWC;jP-z1IN<H!P)+H))}z5*OhVq8{C!u}YL(4Is7}9t9DI@IkHBa|V>l
z6Y$biAXa?>xihJ>c;4W^+&cy&fqb?N#RXuQO_D7rX=>u{pXM>?(n37g{RcoJ2@6q=
zh3^LVmKoMl6o$AP=J4-8JVbmHDxz3(3JV3S#D0!8L|kmK*(@0NUt0k~H=u=KLm=P%
z0WpHQb4GhYZ*d?%7{~TR;$q*NhYa-Iq0o-t$Aq`TKoA3z@6F#?%QbfW1u^hvd4MNb
zvJ+1U<4Ko*ddi5EKaq6dFBtbeB#|t=*dc*6EdIqKoHO|N5S>^#Em3R2+KWl$7Pvx-
z$v$Y;uB6A22U@+&n8R~gv~%9yJYjAdIs(qhHD=yi2RHfFfmunOAOFx(b*ffzAgccX
z=CxNo^ce~AL7ytQM9N8M_rBIBGB<}_+JG^jFOr`KjzR?Oq4RmIOKuCf0-Jl8isceK
zy~Ckrz>=Nw(B)^*Mv4;>vp4{tcHpj_zU5}YcJRIP-B8hfZ7?Zd2=i5>>H<z|5a6aK
zY%^L!K$oj0T*oK1I*{zZhEb|Jo}Mt;bp#b6&%-E3y82EFG}Pb0G*TpkyN3{O;*VbT
zTk3D~Q374?!{XoTM+9|s24e?46WS`_n!D4;T)=ASzZ3svJ+^%p3Sn<R$Xa)3^e~@!
z+`@vSo7b_q2=(?04K0`w-6Cg1yOfawaojfpNFHYcOV1cMwtkg|^>0K+w}ZMvrv<TW
zbsB>SN>~W;vD&uG*;2qdzJOGRKW=v6j(y_1(sGn`z7L^)-oHd<Bk(<d0oZ~eDNu<H
z)GikWu(8Y%=K`<;V`>okHQ)=Py@gpDt9_py#dQUGzRxrHF=-u-j7YixnoKRdGCgD+
z%6Z_qEr?1AxC@>o6{`Y7m0;ilkhu!IaUPi-f3l14!8S@_6kG-<a;#-AquA04W)bVv
z7Cwl0G8P=`s?V-eJ`hXb<Gjau2`|SJyUoV-$5Pc^UZTGOA3TW%*HnQ6Ixrmh^;om7
zyaBhW+y1Ss#X{BYezfn=38Vf4e6|~co;ao^{B>g%x5**scAm2tlA((^32?NT@CXEu
z1r9k;i(b!-zG(Cv=%I^E{!U!h;I#ZTHs&$#e*8U|Yh!9CG@+TA=4vZ(pu`uB1`5bN
zWD5P!PGkN`<#W)l&=EX_Q6U>lNDmx8a|>$KJ34nlQ-wQjC?h7Euboz-^Z}T~tK$sV
z9eMKt33Pi*H|J=lN_lf;L=$?TFsej$nUBzA%7Y9+hx1HZ#KKf(Pf6B%snI;zxv}?+
zU_vvX&Kb`IEfR$|i4+Q9GkQq#=OspZMSn-^MmDXc9<*Mh7SL!k7WWS+EpJ8K?S?ZQ
zh?&L1@U$PDz>Nuf!HmJ)0?Fq~H6YU_fR&7L`;vtwwGpgay?H0IXTVHkMP+#i<@m>`
zYMkPe<a$t}%QJ|Kl9tj)>q<~OF@<*Dg3y^wUi}4f*`n}8*`MS);Uhz3c%*PrG-CP1
zQDJWgMzP53A;eGVF0(C1tH-OvFCw8Kd^|>P=(d|%l8rsjMfR{FmId;(5W>JruD~Sm
z?bL_aSzmqe&))O<4tjz`i%YfWW^=RBoc>Yo=m6dp3Oh4*#<MhC>_6@nN-#B9R|JMx
z&84)iZ1fkqG1OoRzG{!w6XNw<nH^+l=a!8*PVa}waTxd!gnz{wwo$?+SO&*L25;3}
ztOG5Rr;_}bEc>s{pRAWIWotr-bC;I**ww0ITg5H2->4`(x9zXUPs{vdeg)z(Jrj%p
zVf+L=g1B`Y|K$lHd^E8I6b(n7Hu(?Ug`m>*h&5j<w$_0IC?zCV`m=wW3&`&K%r1-C
z%~uaN@BGB)Q0@5yew`kr?(}aAbwvSd-v7%)ZU;NOqeEIPU0e0T#-L{R=KOc^)0-cw
zpU~}T{ylSj*=!bfRhj31DrEr3v<9m&&M?kdDrlo6=-*DGG&w=^T~p6UGuEiL9+#II
z{*0LhdWy^|2g}50Dc5YpmOm&b($!WWNtv8H2DXWrGl|<K$jxCyQ19B>VskOnH&#K3
zK|23Px7h5R{iQF3kV(^El4q}FbjD>?zS9KNRBp({wR%5~Y+|ceDa8VQz_bpOp(zSU
zlnmPYFSKYWy`IcWwS-O4=J~!ES4D!FXdzY2E<eNLgE@s0t`Jfh<>RIMx(x{%(6DJ^
zio4qPa~qDQXf@<m$7f&|xN*)D%Ukuf!~Sz~57hz{qng=-YvrS@&sRiSSUiiN*eWd)
zegb4!1-*OM7Acx$jg7HT%Jn=eIyYg!s&?9?2XH-DWxS>jj-%o~uGr)<x$XO2Y2l24
zT$)K9-XU*UD1M4_LbSFGyWy1=syLw1__JU&(ci@bKV<^V5c+3J*XY<1;MKn1(7MZ2
ztq6`i5MHngAA1k6IbT7TyiUVA1)LxvgrvDWoj;OzUr+A7jj2t{OA`UJ?$-P1kYs@!
zeKDK2q<g#4@Js-aP+GQSs#O~xn?I5F3k?^|hOH5mLArRoHcusb**Ft~4ZThwzxdMn
zU6{?<V9uSwsTMjF2hNOPO?zpdLur7at;jc04q5NYxSlA=msvPXtwoQM^Mb#yL6ztF
z9uJ=MmzHfvCr=m(9tQp%N^+aN%00oeTWKIg1QooV4JNU79psx|$^62b;9Mty0*|De
zVJ#qmZ%A`bkk?)J?I~iRP_&XQYZNapDJx6&EzgeQI+Klm?;tdnJ}ykZrxbJjg?5!5
znE!<HJd)mW^okmya)P3Pm;-Cp4v<lqH`$d++CCg0SARnZeGo*sFf-Yzlv3j1Vp<<H
zxyG!A+w!9CU3H+qbzy$Eb}DWX$hm{t<`zHPp4yoIn>ir+dskVvKYq;1;ED7P0hM_@
zyEo!CZd3f8gi>D+j@s(HR@yz4s<unhRCO`Nm#w2-zwf*ky8TIr1^;7_wVc%IF~y;v
zJr$AhAG?C852xj2tW%5f6wkp>k|y%hy4!ue9OTv4fwi}k(0cPXw@QhwLzl04+1(s0
z#=0-dkJ2_^k3-w5<JK*|4^+^8c;X&1d5roWwkV$sb%plt0KZ@}PSAT>Cp_K2IF((f
zq9X8xALcAne$XN#kCZFXT)S_uhh1DxlzG`x#UuY~S9xE&huR*Yo*?V(9^TLWz;1>>
z(}kQHz0c?cFa~@cpZZAW3rUM?BF>ffmy)o_uJHu;FW>9?K<9Ko9@@WlNY#%<Jf@BF
z{H){yVr~$wG$2R9Q$K*OJ?N4Dv!LTYB8mS9I+!@wng92o<Ck>!zgqu~yhSF)|263N
zzv2)c=WaTYj5&tgeo}G`vadnIeJc1qlu~FBict(Qu@9n`4FLvf+${9dff`u82mWL5
zqxSb-sr2qLXJGDELO+QTvM;(!NzF{n^jCYVKhB@*OH*A}KR(O)O_u%cp#5$A-uUk$
zd#tO+lcsvR#Q&qW=KaxQXmY#dGTW`nI9Zqb$yKo1y_EXrNZap`m-e$NH>+#c=i?h2
zw#WH;t<$Suwd$Xgf9~i;tm*bkcVQ5mp?Z5Ao!!lK?q`!-ncwO&Y;1KG)$PQs=FsYo
z&!>a)=j7t)W%t8AFz>3W?QQ#WUDiY#I(Yl#=fLyD`6d4jyY2g@eA`D?8U6R0`e&7N
zecHb2sXl5ohOfGMGPUmNO;%aiZR0j9vF{U6%Qb}@4Tr^_q0X=8ne@&1{gQjX*EGD^
z&>zJf(=Pj6IEJ6=?uXrpYWp9zFR>b{iRw@NgGF7Rj#&7gH!!e!IZVG^Z{@XJe7+I(
zoA>3ubo)N)KHtkygGS77va!F*b8;h_+3P%;j!78|w*1=ZW}j-wxH_KC>37P^%e$<K
zUp_v{I&6_uRudy6U49##c>9%UJl$0Je2q)({P}$fqZ)KAw;F!8U0<nsU;FzX>96tT
zF+_|ySI-dw%d)hMx;F32KY7gWbGFe7_u=@;%vV`$&Y#;vlKeWnp!*)PW*IId_msgM
zJbn><Tx2$ifBj^y@tua`?V)zx$JUnN?N5?kdqAzS>u|Nw8mx0K!)6F45VFcHO%n6w
zt0zGJOvoVG^CXWAK3!b+%WZIlOyXYE3CK3;C@ogo*W2&px7mVs;f(1nH%1DknEEc?
zj>+>69w3Xn3$(MUHB4-WofAPH4`nyuDNgDi3>{vNm5)7SspgdA`}L>38Sc2-r3gO$
zi-Y#``q@8}H?J{SZp6;g%`N3(>ixHWA^Jyd+0MqPUAC<|l0Kg=d<?sd=)R1DC={Hn
z*nZ0{3l?qlZYcX<5g5wjo$ZyF7oKYcXf-(H$IJKiUG#w&X1gwb+%)IG(?<XNkbzT$
zThjaJV|hEgd^6lSE@o1b5$+n!t)%xb#xz)O?sDzQMDAtjktNl>yJ^Jf9oWDyMabPT
zjvTvmv5R|>!q(NZpJMy_ZE;+vb=h_rZC{AYF6<b;SqguaK^msB4KH=5*5q#m!9cGb
zKQFJ(+vI8a=As+Y$j-%|OX|1>8_@&5JiF{RZ(R5F1Tow|>3I|XkK>p9^FDL7^R;mg
zgNrYg8>>ob9(-WqlZztY%~s*{r@9_`?;OLtC~j{oZyu+w1-zY0L@{RomX5Kxn`zb^
z7>*`r{S4^c7(SYcaKqK*Yn86DV(kMUANSkLSJ#&*`O9SGVl1j#1AkRy$r#*fSC8kf
z2p*QNj?3}^9>*Y%A{b~Sn-QGc>4;=$i-Dx9uHn_OOH<-eEaN#?yW@A`r42(XhnPqW
zF)T`}^Rdd2xCv*%osDH)a~b{Hu(;*DnpTbKvKsP^<)vWwYJ~Er<?ghT=cR|TJgij}
zRC$*r)#<wA^mH#FknO+quU;2xVO4p3YlidGK&?+jME&lj`a_Xf7$naePaH{h2O#=W
zv0vel4J?1o3{C_RQuLm9C%n1;#s-PP%v^JYs#KQyt;H(u)^RC`Xc6LZOh$2!8rGm)
zxv*YqEC9Nh*^Qv9Z#^i_Y(>%6bsV!(I8*m_9H<#sAE@~_j?nHJn~C|{BQTFTRwY1c
zFv<~Eg{@o_$Otb-S4)m!iS&_{=rNMkutqBUI-~G6Po=yaL{S>nN`@RnQ<s6<kd_Uj
ztIOQ;n*ElqnFriYlF`OUgGQHlnto}R_ao++i26SNr;4qa$KmqzhGJGoX(oqtHr}f9
zAYJiPT+2vck34HptmZh0eE646IBD%CBL|xlN(hFoSv>!KxVxmTgXGWK=T*36*{`M`
zk3BN0GKPMqR>-NDR6Mk^gGU(-d2=RShK0kZ5Z&R${o~Ns<!5HGakJ_|dG2)DcKC?V
zuut2FAD?Y}{aCRElZ<CuNU!)h7H(#zbXn$vP^|5kCjv=8v3Z7<|565sge#gS_2j=?
z*2P}cA7h7hw)X8=`1(+ulu{f!BQ*kEAGkik?h)(})d_dr#Fz%QMq12JlmJb*>U^%5
z*A_9Bazf9!(ru4WR=ARn2Q2x`*s;w%+ESe`8wV2a1G|DQ6Sh03qOG1$nd=OGTlSkn
zIubMFqmLF@uQvoIp|gOW>3Bo#Z(^jpwT$Div#0y8F+<0DkkvHvRwZV%Sq-cn1Rf21
zA=)Dvi&`IGQke_V-DcOwMNTU{DANA?d^z!xqkfklY+euR@U<W1JxrmSOp4@#d<lHI
z%<|+F?R1XKRL{-;&+Uj5(i2iZIy9S@M>rdsDpLGr)<|aWogALov0l;Eg(<X0O*?9z
z9?3|_1&KU=O_#`>DY-531%EO+{wd@cGtA)W2x?7C*mpeWp$xSk#ynsQPIJBhA{>qJ
zq~@BVT-mmUn75spQ_HVX3lm_Z@~<9H$;B{E@G@S9g%Vf}MV78#d+eCFHP>E#YQ1CN
z9G8)JLpm}`ucjQiwNK8>rNzI2^WiU9te@_1k}3=t`YK7YWDPvUZ;pF)<?rFKMYoP^
zV@tJfj%Ia5KQq?_IQo>I)#1$&YQ=YCYvh|dWf3B!;-~5-C$GIV?JAuo+Jho>w*#O?
zHtxi>!;X<hw?Sfa^tDKiYxQPi%Z+kL#oM%~%xe%legLCaFSnqjp~pPI?i{%`WJj)g
zV{(Lx>+_nc;e3a@9@oDN8;HNl`rS&6Q1-Fqt0tTjxLGxV*&DUG0DyG*sw0TxGE45O
zWGBdq#~!}QHRt)V;(5SUpOa}_ToNs2oK9Ar@A{BNUp%@R(_VhlwW#vAt$T5?X!0PT
zjJSsUHIjbeF8<-C#8Z+aDU4SSCn+2x)N#=OQSR2Qt_UtzZ`2M;FfuheZg>OTvZYYR
zgr7OUVt68XdIr1k&#1^WxBM`=+m4nbq!ZsQ52F5B=hTJ?C>wJd$pJL?t+mo1sw?$l
zCi(A&SzkGZ-LOu2@WNh_IZA5?7X2URo3N7^YXB&uW8{S-F8P*pw;KTdkEmd$70)8w
zm3Ji>hB*4<E5ibTDntSP<aiMu!_&@LvzfpXA=;_!WeUGriQ%cYEQ`GQsH*@aH)Z;g
z8bAbvbvP*)wtWCClx!EZ*0Q-e>L2TRw^$+MaDo2x!a}6!ri(*{<$t%Bk4tbG$fk7G
zLd|w1ArR&wnjmD8JY)ydskI~K;C!-#n*fzSbkhEw_!|{H(`dr&D0+?!0pWmTfp!8I
zTm$w6r&+d60?a9BRr@|bXko2VjEMjcZ<-WA(j$IsWR>alKX+>={Jd%UKa<zn&x_&u
z_I>Xzujl(iU$l2;vA2&3Fz4cD#o#A}ZKHl6&GHcOq~_m-o+(cxBUa@&0csipXUkB^
z6nW}r143zJXph3E22%Zb4TBGJP`>%$YG>jR0KNKJn0{|ZFE*i-QNrFD)IU*Yv8a|0
zV8zP8J_*N`Y%9l|F|7oa)ltyjcj!#}|3XX3kg_M3+^L=%kQnz<3zZOk+?sW@6Q4}i
z#CZ2rM95ql(U4?}9D?>(aDt!uCD<Yk5e#Dm3f5jZwD7ZO#iXaZvWPuxG$`Kq41{rP
zBc{*do|wE_abR^zBN?TR3mjV**)9Q_bnHb%J(Hf`U8;KchT^6Z#Ik*wWhGbmh(CKi
zBP1^1n|7aatQMCBO;5Ht16N`l4%2ve;-HEmvlA&vR<bMYqPFV9ZgC3&K9C-ynJOyx
zXrd{{BmO=}coUDfa_|B7L0v;_D86w0&9)S}WtPekv_e0X>|W}=Fr&^^%@HiHsksH~
zX{YNu+|B3ZR{3M?A4JTy@~2wGX%gS3G?A$ZlA*Uyt)TYrR6og-6~9IGUZ~88%3vL?
zPSpq>n>hdhz4k@5*4?R$W5GEJZUoW>A@fS$T0qDey>9GYRj^nq(FK8Wi!K&f8}cTl
zA{g#%;rmXs$T)Mv^#YG2x_3Fwh<kz=0;OoyX-#e_filCk#)ylEGn`{=MC>seQr$dD
zI@g>*U+=-G`oE%U@~BOn2*gI(9fKJpM(RdeS(C2Hxs<WEpzF^jR>T2<CVZ3KO0d5u
zRi@#PlgOKd=oQ67#C?II#@tH{u(e94fTLlH;@)`_5@cFMPkMIh&Bs8uSxeppD4t-I
zx;f;Br8|l6Rimub{J_IRiX}*o&yqIBZ@34Ky)F~qElXA&=SMb)YbZsc=O|b-`x7Wq
zJTd^z+!|K64A!YB(k`2F8Klqnw2<Drf(3Wg1i3~&HsuJ)3za}fyMjd_m?)jP8Rc%I
z&va#4;Fe&KO<KFL^a=c`T-qsEr=hl`w~g}4b$mQ3tWP>Br7zbJK6N6lc{iNq$vuz*
zh-Vy}D!fuw5`KC2^`ev%f`xGAFnlH|!1i?wJGC^T(cNT?IO6>h8%By0u?ZDQ#@GG8
zw;u3<3ioj|!m%U*-hFn{e{UJQcJFUz)ebz<8VEtB*Bapld{NfdxDc+o=(J=`)`X0x
zxMD*I9T%McxjBJmPKX(=XRdRWX5n{PaY2=EMKfuoNShN^L$TDdEI_!Hp+&sFiM_Sq
zP)EM-DW3B7Hh<!jW3s8F=HB0o2sAEC`!<?yAk_I`a9+L~hnCpMh4383cus8o!*FiL
zw1FX*1#*sgNaz$P#s8&@kA|^Vi5zku)s156kYsTjSYqJRrSEA8M#(Zm;)xnrQA1Wj
z`+MaPpEHSf;Sw93ME<Zhj`|TpqF6Em`d#K@u>bMgF$}gRh_uRND_hE`{NlY2)x@dv
z9)tCE0_n~GREwrLwgQg`P&BeMsUFIoK1G5@7XypS7b*5(SX9`zBU%NgZJlm;WwyGx
z?<p2gD;q6LEZl?KRgsSwOCHi){Hqh*L>`O2yS2xQu?Lu4VD#x%5JH#tyy2LU&twZO
zV+oPGP{}{0ueMbRlHee8?7k*yM8A&VS)}s1*9nfbHO(ToqDNN=!qYa*BI!|bf;W3g
z$F6zj1hUD9-^BWz$#|W)l|S0<{;!#Yr(MG51;U2{jHBQD{XEHWWHTp<@hK-?nbwpr
z<d2L|e5XG=gJo+t1!!v`tGgmtl*<}c98Db1Dhv%(Lc?JsNx1dF2Xf0C5~3_iT%4=_
zscnI$lnIG$d5tLdb7&q$Toh+69nX3D%do@wbc=2I+raoD!As&$*D=)PSy4><#%`-E
zS5$Z?wRp75$NDJdSM5D{R2nY;nmU&Jsg<l*5$UsLYs&Pyjq=vQQ5cJkfsMH5pvYT_
zs3uAX3S6C4;~hvM@Ullm0P*Bp^#eM2igp?@i;7{ftCR4|gXeTE(VjvI8GFQWg#|Ww
z?jeA_{v`&s4|o|-f3&v69M_gK+j3dcDu%mMH_p&Vvu9Pn+R<6BMMk`k5U%S=Igx<#
zwnU;#6${&<%tT;~dN96>+B6(!(YU~&lVT`*ePk1L^$PtSrr6vptXZfhR`Ou;%S`sf
z+e)cUBQ8{un2L0&&uJ;CM3#dR2(gqF66`T2g?hR@PG|*zVo3ODZaRU@k?<ZG>LYY#
z7ONj%e2@hPkZ;t=^ny61(*%iYj_+U96xQ01rM!Rg8ttoZrB0z)ntuiIg1Vk3w*3BG
z^eQ?8ed_Lidovb;VX>nolBYwrHxy@ZyvfbgP7xm85sQ<P)rqM{lAy9OqJmy?HKGvK
zXzR}iEl4+j@VdawVwmeV&o@@HR1`mSV@q(2ZxMl@?za=$IBenHIYZV)Yg*HXIr*nf
z5bg3nXpRjU_4V9FBhD2e%VyzQ{$1kus~rIwYY<GTbaR=r766(cs02Y~CYL<yw~J^B
z-$B?<v^x6DxID>AqQKtYGm<KG#$<qH>j($9CXpk(7Elb}WkQE^v2P$j)MzG8g=JFc
z9P*r?G%1r@+;nq`qecNJ^QGzp4NTp(Ei{V6)sP6&m6!e&CaUa$(vCO8w=N3L5)97W
zBVnKTp}N5_r(sl7n2Q66h8x!QMjTmYTJOzczMcd?_nIBGyd}Ga5CBOd^=ys}ln_O1
zXO~2wKtQA5uSbYuG^nzdoJGhwCL%Hp#{_G`=k95RBU(c>CR0B6C=#rlShg4zL=e3o
zq|F@&1Z!ve<N?>-aTXFCkdQEN<$~&gD`QO7_87v^8c*p^_P{~E6^t+_so<jfF`z1P
zC;0?#>yE%T7zal?PCfZEQ2|t+9CaKFS!@6ph=8+szp$i`=t$49;Km(@pe(N>P5~kz
z3sTI1F^G;C;J@M5FEp8J<W%Cw@kZK`wyF|@+(Hio{Ew<dJ0^Y8(L7(tdI_H<=SWzD
zx55?X`pg~!CQTb=jI~})5ToaS8%@m=U{vUHPKGl@?sU>9i;Rf()uzIfK=8s^eTgoZ
zCVR3NDCjH2dfWp?7SR+?f`<zaJ2-e8ap8=M(GJh6bpM3nSDB#`6$zFuF(XqU&DN}K
zRK{n>>&Qi=i5$iqb4n;^c37SO0gF5(beK$fKY=u!wb<b*u4JBP!f0ARnhGUV8LoVY
z@`qHSbRQ3Q2DIX(z{a)6z}KZv0YlnCw72K*1BdFi+l(lW37fA?D1$|m5W3OaslDT_
z>k~s9K4l$6x%u=CRf)JifJ|agox_@w_+0A^ic=_#n20aApY`7!?edSX$1%X70}W&<
zsfZ2Md2?*AS!{!d#0SNoP)%6z8us8|s&Mq;{aA;!I1#itQh`Y4jszg^x%N{Z?Dd-b
z<Bg)?5IX}MSOY;Ni?u`CeO4mF%Lc^~Rf|d9N$pV>g#$|O!KYjb10Uz~oQ#@mvPr`d
zJEqo>@Lm*6b_41c>oh$(p?<;e3Lx6;cxfs0OCY#s6QBm=209Qm<Ocxyy#n-lLUcgt
zQXHozfW$vTeI6TNc6m@W3vzwzG3b=#o5*3BWwu3?c~Lj1q`}cW-)L)d6X4>Ix`5Q{
z{TEyCVnE$6f^#Ar(8e-5z<K10-<O-eY6FbGlstow$z&RcP+@Fh5!pHOj*Q+aEbCbp
z5{t;<t8;o_+U}%>s8E25jzRVyB127%3M=TAihyLHV_67L<b*;^4uUtFQb@4s3<_qv
zw_HHs8vtlsy9zB;v4zxE>-MnJArBrv9aGa9f;f~oB5I0e?4K%5yn6Sk#E_+VV2y$6
zl$^_iiwTA|W-J;gmCSj2i3>6bslhQ?4C9z|9*hi*`wOB-j};*_2l};ASN#OKh14GE
zdZ3zsT+Y3$q9pbP6hb|K6ssU*VM+q3J&-(k;V2qnm*|uv@=3KWsE=acYy9KSxlEbm
z9*jgxy%l^ZK_t+>pv*r**`72-K>HE}Q0t*d=6IA5P(|SqQ2<bh2_ZVN(xyl)&$P|5
zj<}SZ{mq-*;Np6)a+;=1q$4GotdH|Io;14-J*3jEe3)<9yK<VP-XMPVHc@N$DVH`a
z!Cfs>QqnLAj96qmipBx=%1FBqH;JYqPY_eT@MbrJA+1IwU3z*T6xVk;kBlG`_p2kZ
z^KP*e#<ATo3z~RSVPA)E^3(SyJMh<7eJ~!n(`J<Z7xvyVppLCe6UGAsm*DPh2X}XO
z3GVJ8I0Ux<L4v!xLvXj?Zovb=U4mpzc&~N(elz#p?w)UYCj8;lsZ+c5erow%wN_VD
z$KWOvp+1+^iHRf{5;u%|Rx%nkHFSFQDpwN$zC5Q5)`s~<9Umr+?b;%V?9!I;9IE$N
z_c4Z{`6op<%TU%P1;fvUloj9%P5r3ilS*Yy2f-bro9ODc#Oy6!BR5!wfhk#Q$y_rN
zZUemMXV<i(yX1NlWk}=l9Uz2d7zUy`DLvZ<b>az)Qs1I|0gzT=oW<ej^<*}2crl@E
z1FjZydvDeNNO=VyqXKA1_?jC21#KjLWN?97ktn-e3Y2}ldnov7=(@3Qp^&;wHp3UL
zaR@2Vgf<-Xm9+V|s5n9Cvr3=ipjtROkwiiu&!B4+BB8Fbjkg?-T3VMW40H{US$gZQ
zc2rX~lDIvSaPW*U>>enob%x0`CizB880dybD6<Z)*w_XG$D$CerI#QHc!3Y>y*9t2
zl$BQ>BAGeJu66B(z{05D*-X>)#t)-_n97eveT;;vr+$EO&#&N^C0+{6cY+L?20$tb
zC{<ujVki12Vsk2j5~=#k($=dDnuB^-GJWc<)@5|F=U9+R69R?&Y&#R}r5Lgd+iY87
zBq@vIn`ja2gD?QM?Z8P69#r!9EP-G;RP!2M9$Gm57&3|%%V;@K^xJ3Sy_1KDWaTk&
zAIrccq(Y=GA)#SE+_zV0J^Fq=5|ycLT-NYqGFFXKFPO|zR||w7FJ~7JkSAAmD<o^B
zW=57ORCERlByEavCqt2hDYgv|f-a>;C`a-2L@V1FC-YWZ2tI+To&)F$gWxNF9-`;#
zS=cXNG>SbT#e$G`?6*~-1M6MlP%d8Hv<#_4I<J-Bh&_lo%X;y3HX$uyf0lE?$yP2#
z8#6-8Qjn#fUQiUE6<J++4+~P#{n7nxTD6+4YM&D8Gw2bqB{H`1MMHf&x1wrHII1)w
z9S;*RlE`vq*;I1J=+ylBq`v6TWRH)bJ|%IS!psmF>ut<b8pH3@iYbK6w>NJnR7rc-
z>)KjZc$lesr`;x(-)CLGHP6l;!ZTxnAe}x}K97FO(ppUJ%;Hxw;d$iR>>0B^;Csj9
zSL!0ohCD8%H2lVPUO*TW`x~pso3*WOD+}sYeJE(=0VA{cKx#d(#qLfKXvq+5D3qNS
zS;*01t?_(<FTA2!`xs6*qanb&>IEpuINwexPA*$R_H)Hj;ilc;fpKi}M4MM|aM+N0
z?rN8HhAQpn8E@o)??9s>U0Lx3OJ-RrpwLO=PjrMdVH@y?TjH3rk=A9F;A=j7bmmQL
z&YzX&j8k&bX|Zlkor;0Qbl%LS@RMoDV-W9L@MxQ&!Wn`|HTSdzObj%|#<9MOUW7_E
z^UVH?&oC)prW@=t?8D|q5kGs{qjC|jJ&mDoTgLkZweWPL&KqCa%V-!rQ{*<jp}Wd-
zUipG0p|MSc-$mi<kX}S17<p}XK(@Q`xmpJ?Tu}356+jjvyYZlp3e@M8wD1cv#j_Jw
zYJvNn-~-Z}4^ogi;l-IS{_L_eY}k6GnFzkmdAB;Iw-M50WASXc6ryLDDTk;Zw%!%z
z9#LM!X3J%X+0L-3<_8X8<IQ~FG^W^=ICe&Ol%w<Q;2P!6sro1~#Z1LRdF)$ZxFn)1
ztC`(58x)mVo}SD%Gd54M&UoZP+hmd5cJm%k6<<8l(_ybHu2Z1x9RtOUN+$%yNVKOT
zvsd$tmP66Vitff=#b;Usj`rQ88Q!JyPKG^iD>=2!WaXsDx6et*<`jAK*6WYam}_hw
zSA|hk4=nq!b=z@y55Zp3O_3G@y8_?pyDDwmtAKa-ZrBwpfre04fPm|Fhc<EfqgZ4U
zV}o&;zsIDCI2;w*A67*c?6>egB}CN`RH@6`W8xI$0g;6j#UxUajz<W_A0{fVy8}JY
zFqaKusMAf2KYPjX?E$t?Qr{e}0MDFMm$`&FSq<CVak6o4)#|d!Ciiwm+|tr3pBZd~
zrnisT9k;&h-C0A}$eE_)T9l`I%Z{I&#lReEu7oPNU*8^TnV80n{I!M<Pkq{iaWw=l
zokxqrn>?uxX5GE6@8HUVX1>1X=&i`F06IG6<rentPGz0_XN{z`9IeLq65@_;Sr3Nn
z_V*moHm=vZ3@AcvWc>t(agLO%VvGw9RhS{k(?rmtx5aNp167mf9lEwXOb}1N=vv7U
zC-v~=d;$i_Nh;a*`w~kkph!p!)i1ulPU)5sv5+A}zwv)Vcv#1SupO4b+4K6kxo*zQ
zB{r5~!zzwe*|OZKk4sV#4W-Q#+c3#IK)W=mrkM~9!3I_KnKY1y#~htq0@f9&*Cq?t
zH@%t;qoFrHsHfn(EEg4{Dkc(>$)F=*qUI68h}S4D2N|x3B2`O~sH`}*$ekX4cYw6A
zdsv#s>_JTKX)(Gsf;PEVZYmds+gzfllZWVl*IshF^9@`+$;<FhHg2DGW1q4`SsDM3
zEz0?ajoW_}m{EADCZk~B_`L)SfbsjzF0lBFl8KX@i=&Z=6Cr?^`CnfN+W||+*gAjz
z=9eGIniyLc2-&&8YJdNN1Heqk%E|ijd%>7r3*S6l`+XMQH;NS;?TnO7oC&poA4SA~
z1#V2-fN$qKm9r80<-hPR|0M}u{;`w|;rGjhoj3@Y*uPiIQGx{?FfkJXSe}l)pJF2X
zo(HQ0yf-0(sGGC6vh(*sH{UN4cVZ@F{?}zsXT^Zacsik?0vwO^J0QUER8*Kb2?4DC
z8U%R6M#%AN86Fi*;B9}|+g4Fw;slQN3nIXaIDnJ*?T5_lKmeaoZ@&)+AY=nP%?bFK
z9eAf-b8=Of0EA4O|2q0U-CryGe4nhO4I2}1jHgLG9dW_}SXllwilhy26#&35Qw07J
z2msSB^8%h@1kU8QbL_x*vHo@)8yoPMJ)MIE-hr6~IGJB&2D}b93gGuq0KlVPKn0!y
zUI+MnE-b+N{XQl;EC2}E6R`m20-PE1Z`Uyc7s&bxD!@^IsIdNa2e$8s{dU9-924*~
z=J%Na@d5y6_sf{<-yg_tV*;N5faPEJ1A_Jk5_`J*R}%ZRh7#ac<o`+yCE%0!t%MRV
z75WdAl3@Q;De3ow=wGOeL0Q(o$qG2VU!Lh-ETshdZ%QeR`+)%ex-)N;3AO?i3_5&4
z!J*(V8TJ4DhqYJwIE)~mf5PQY>-@fWR_5P%?mJ390>bhO%l@UJQvVzfU@H03)BFDo
zkf(M22*`IL`VkQ3U%B>gQpk5~{sx5rne;yckkvJa|2c{LKr}6WpcK}BN-<CC{tgBk
z$8Qw#BvXC_2v|()Y36^4Vt|t3AF|M|GV-5M3==4jg}O2?<!xa3Lj?Y3JoGz29aj1z
znSYAS(~_UC`90O?Nml)c4a=_z;I9x56C=w%2Im(d{b%6(W%=?uHvd)zwZOqKO8hBO
zPXK&Jg`MqpD*7`v1N<E}`;Q>?zef`PeWacM_yMUW&HN)x{i>4x62JWikOCSC{}~eL
zf2FhjK2lEr{D9Px?eim2EPqG2|8vRotCjc9nD0MVGCeK%I}U8WOQt8A>PKu?|Bht(
z4`B1lBltf7o2MoJh|QnLqF+tYzr<nx+y(-o`oDw0{=bdFr*(b@<PS#SlZpQ$u>c*m
zzpmmr0smBs0iBWm03e|7Pb&Ue-UfmFud4Xp)L6%U2M8_FpQ^B@#eYZSk9p1CosS<;
z0(vul9i=~z&EK>XIsS9x@_(YG_<h~q!T5uv_~c>!2oTHPu@wIU0R5k4N<XdpM}Yp!
z`2zey=j-oM(0@oM|7I=z=TXqpx_<!ZDW32n1+o4efd084`Zc8U&$QNml^}Xr{C7nD
zD2TpCYkout7;O6Mg6Kbh(*Kd-`f2e$p!B3^e?$owZu;ve{XrT5iS@s@c=k$stNfk<
zX5W|on8~T^y4qaQ9!rC9LdD_9z)msgE~q!;xgyWfxXh8Do{>Y-l9IzAk;`C1y$As(
zis|t=WZM#I`ZRSn!Ts7tnVV;am*Duk#jj%yN_fMI9Io5JpR|*KP!g=4>7bt#7YoK8
z4W6jGQUVi7C>a)P64}nu0Zf6hr3MGNr|?-e(!vUiFf3AvQtCWxRVrrq@H43{@NI#p
zevv468{|f9v}ak21n=I7e^F-L^m9+<lNw^;!v(WdjL6mC%g<GzE78N|B<;&fpP7zB
z+0+cv$v}G+{VuLHf9LsJUiGuQeIebs$*>;5%1`w8#*mzOSiNVhmp3Y+XBXxxiQz#B
zv5;)L)I~N_MSH#4C2DrHixOIq?js-Q_AHea^FwCPk%{QN3%6zWn-;!YeU)%ukvm^t
zK3_CQ%^8f3&An~iv|cZt^~7pfBq6=pU(3^MrZIkd?Y2v8VEk?CeyI2r)Rh~vC^Od5
z8@ZJaT>J}f1uDy7Ah!>)FUEHf`t52sV;7d(=52W5=tt4~78Jsy`WR`-(s`3w8KPUp
z$XzQ`nIa>IKS*_mpeE@wEgrqiKkt1O+v~}-*HE&pLym0HS&ZJ65F6la7jhr0e!2wH
zBX$kn`oS(_kMA4aTc1}8BgZ<f=L;rQW+_oMG!jPYG*LAp8ENpl?UJaAvZ&u+UTEa!
zUr-cL(J4Ebj0tr3C~+%gOm!CR$&vQGxfF4{{&0WB4arY;PVndrZma}>_a{-mCldco
z_pE<V%}=4XADICdP5#LYKbhhGW@dOI@gJGt$>sQw8GsuKf1MeA(4W6=0sNP=RY+*J
z+Ec*o9eJy5WNVnxCxQ~4ABjMxw%A7&E-Z}GDI5HPbQ0k(E~|HMyi;;Ql#+u|?uGxG
z@JYb{*heddfvKCXU)N#)DH&9nqt|DxgPasd^Jnci0y^i%Fwp+lm{H(w*EoW*q0e@3
zwXvTG`Uga3o6jkr1&|^`H1g^z6ZC?Bc6;0*N4<6T-66j7FpvPTR>tpj6#{gJGkuYW
z@(|#QH6$Jz&%%RqL3r!0@E$#{M{-X`(nEk#K8=(#20j?rt{#HITrKWhSn@>qWvSJL
z6<rRsq^7Y2n4TRzWHj<tT=Di<LvQS}u!h^z{Cs0SKmAs0fP|Bh(#-Qb@$=ifjpRhL
z^D33`ncSWULGiSCbd)f)M)s0A_nPfw(^fUs<LAk-NUku}E@c`ap?D>n-JUkJ+$-r;
zAJSYmX8?|S4iQAB@mzA%&kB<6h3igdeHwzwt3KV?MeYgnIk|TTiQ|bOjM3YD)M~bi
z>_eT45Lat|$zn%8hCqT;I)=b`yHR|jattR%FqLGLPmm*6@Tk)AA)3=tI4yDNgQBf#
z+3AJTQS#WA`8~Gbp!9^-;&=)ZZd}^MweH=6)@}A9o@`iGTJcJ3cyA~5FS%`IFv5@7
z-w5;Dp<myIU!2=@v8C#-^};}{a{9H?2R*v3HD}nbHCG_C$RT#iy{+CqDU3V3V0@HA
z6nJz#i;+9KO<D9a*+lX#c7Pu4tE#>h=vb{c9=@BuIGEz5i$Cl5kjLer$#=U@*&eaj
z_O;DVPxs4%%%3TWU%e4lj^E=(9N+D`A9;i0CvW`ZjsK^3<B8&*^u`}}1Gqc=?|Fmm
z@9@Ttk@^2(#gSMAbScpKEIcaWKD{W*BO@bHd;SJ0R4aiVj!g@N4HG~_#<e>w_=b^#
zQBa?V$-tM<V3M&?02exx^wFw<2yy8A_S0nBXZXi_*RSrQyw{$3;C^;IyC9#_`F$XR
z);T~yE?_~Rar-OvAZ_45-jD_&$+8?}Sp-lr1507mQU#z!i>#-uKr@K63apVda~p^V
z87e=cs275x>Did{OFaR*6$tBxNPq#l70L(*!Upu@WN#-6r23x6O<gD|g*mJvIS+M$
z4B9hs<`rrlDvdRXw@+6W$Hp4r3j1GvSwpJIPF1V(T>qeQ<v-~{R8eH1X^gD%3LcTU
zB~Izm@b;6ZXYq%fFB2^c7%r@2r!wO)L=C;U+30p7TCEe7%>^@sb03$o^GSPcVl_rU
zkPSD3Ek7}4q@>wa9H;9xOnI_Jwzy-OQB}r*qBXoqrCXj!W_Y7+wS~X$axz)Ef?nP4
zf$M0j@Z?yOzJi){V|E!cwua|&Ip4cC=J#LwfZa1}hLIO6_KL$hWn_iL0|&7=GI+8#
z>Ejd*vw!MDq*RHStm*OdYoKSL2J|d0B4|07qoc@~n;h#_2xND{5wB@KPbs#)q}yQ*
zr36>MKG*(Sk@oPx0_2t%tfRv3YTF$JXV`Riuo}y|&e~He?M9xY@pKy6mJg?MaTacA
zmip*rnO2p}$j!<u;pLc2vZKsm!2q%b6y?M@2pK*2^pGtWXvRin*`|17-M&LM*CFJ7
z;Zd#i?bh(yeu|Ofxo_Fv{2(hIJaYa-c|4K*zZiu5w@tpM-J>6s$8Xs&|71J#CxiTC
zkpG?x@<jGOGRRZH$Bzuc_DfRJ-`#oo9-jKI<&SN(Re5Ypw4n81mXHqLh!-!MXCdBT
zh1tktl7^W&yxi%P;wrK#W~u{=G?grU56vVcWtdG0aUu9dnyhmi8eKaY%<z8h3Lys?
zdiSh;;k<(<`q+CX)#K<I@5TN%Tx&K6L0qJ@Zd3jyRO^uL?Nb9xP|$8q{6uhGNVtJU
zPYpseNrfUAa#1qkERfGmpqC^ck$S9z15mK8WQvroFA7zM%-+ioi!8b!O~VaAc}hGB
zqnh@@rpubzcL`9NDp1ome+K4;GgVE5Pb<Pi_Nl_df)W0$KPDTN?%r1ivLILkU17?U
zZgG(`SRHP2Oe~6mQZ(p&G)_K4%;}9VIpnU*X|q5MPd`j$i;F&{Nv`I~3y0SxCbyfD
zU8V83EPJffGPG-Rfna^ElIq7D(Mh?V59Ja)oQC&T7M+_@uU>}%5G_2KNe?eGGsXOJ
zaVR1ZzHs&z_cw1MLI`K+ceHO_mU4Y+t;d9JktQxwrs)yxdD%D$5TxT;;q%#L#N`YX
zlP6y9j$YkyZ7U$x1ueu}pV37~c^+P=+Xdh>(q8(+4J|I;o=z4!*t0M<W$xzl>TYUs
ziC-7F)e-q)*%uVxOXtN<5vVLzE_!Q}*z)<_xh#o^Nf&QbnDKdGJzW<*J=%^J8z0_V
zDn-*2kHcwFE`4Bd_DpUWFm}2H3-P2+X_DxPdc!w|a=8>OMpQJ2VY%O7-}>6!VFV+r
zXKaf9T)lULHN^0gIzu+2{~Ln$<Hcj0=G$TJMQX_f9SBv+$gNZ-ZhKsL6Gup>e*Nc7
zA79^dR33V=TZ~gH=2j~y<lz$F=HRBc=1iT-92NJx@^TUut_W9e`q(hPUcMw33BTcJ
zV3LPKt9F4iaI3oN4Tx!j{1mtGB3Vx4+N<O|H%pHwh-PvdHrLXy$MX87`!w7-t7iZN
zYtfL%0~zs-mu(+9D*>i)`?~KlOjR4kW{sR3WwOjpiSHT+*SaSc7X0gPU#HHp5mC>E
z)L~CWSFpjG))qM<@-T<E#lA|DJYP^bu<x%Ezy_>j-w9>0RVi5|f2{<KeMrxtqVa<R
zT;t_7pBfD1s!AOlL;5SCGg-S>LlK+h8JGA0&~iOqz*uvYb_c+=+93-RyL@IJ*6w5o
zg<Hws8W18sC2Op^?<-Z7ril)z-MOW#+kj6aWdN;y0WA?8DE&c{W_tG=pGv9iMWKuF
z{zCnytXaFfZAo)Jue>C){4q{$U0$!!0=bq}*9}d1cavwAx|+8p&C(1w5-@3o+rxbP
zyo=`?_-zN`Go-3Y?>HwlO2|v|VXsgrHAuI#wNs&BgH&lSOPVan<=+aox!{<97KhFj
zlJ7I+U6n1Fkw<_Rk5WHmt8V*o_Z%$~y?`e;u&r1yC6^UpxEjaX_3VAw&gPseYT1=r
zvM)iq2ssf%&%tiPgyQz<C5G|DXt)~3G1O)Y&Z|-G@qyQxr4&tGn(#xh+Iy2mIAXjN
zW^#=ymfp8>+VG7yrtf0sY?aRX*{C{}_pZb!R?LlzVJ#n*HWG$#7dK3od2+t(wtoXD
zSw^=1GYjO`?N}xzHo$Kt2r!%VPi*wR6ZQXTqyMzg|1Yu8f88f!<@nu3e@dzRcP7X$
znbd#D1o<H`=)cwkIZSx+VS|73VQqv;UqHd5)X~1gv_?byD?TjmyM2!p&(&#qy;0t#
zomaMmCwN4Rw=L`tg0W~IC(<ASF{Fa`mM)?oP!>=`3EPYYngN(x(0(P_4KZlBif&fi
z#8QgZq)gSV=wg7}SrgJa<PA5;&>{~lTpSzuNGg=EKsL%rnuvg`%FM#hH`7(=ePaA_
zc%&+#(7~DNn4soz3bnbm#vjiQAjub;Sd4ZhWsy0sOS!~^dWN-z7@clQ3}I3>RQb%X
zsboJR>)^%0Ic6sVssks}9!@kmw@y3TXwa+0l+c?pce2^H18iT|9$1!rvNo73oh!bQ
z?VLtEBbTL1kq^9?Z;PopC=hF&Iy9I(ti_S9k7v0u;sH;f?||kGPP(_LJ6-m12zt-K
z@USCx$(F&nj2yiq6tj{uCEYxG#GP{r@$PisOM}(b_Lm7;h)&g)64P>{Vb_<V`WIYj
z2FzY~@LZR78w;W2)mHS9(q?6jHTw|-c1|*%@{J0XXtft=$zRhCh;4oeSIV2gkuyDi
zCG)vvuyU?Aj(+l#@>ycyC3hppS;ck79QXR_%e+}rb6<YpH~b^f88xzxA5-@$%tkN!
zKWds}ZJQckvB1)pus<(btwCb`mM{^KIN^O1)nQmL=+iK@)hnmnr%t%GQ|@BY)(W~j
z)Y1SGKC)-Ck!F9oy_)jn&CR#t0=yeg4|tH4Khqk&=6<oV|K4et{nuoc?{8WB`j)^i
zZ-xA|PRl=e;wMl1x8;c^N`G=y|G*PZ8D~H0366ibWBk)q{pqUybX9-4s{fC=s!w9`
zyDa@Tt}4g(l+}MHVSfe#e+C181_OTv1Ahhs|4uNF<4=QuK(q7TOW1$C)DJ8$@K^RD
zf2IKcOacDymje7m;!h6UA5wrh{w&DB@pl4$e_)264&6_O?x#cd)1mu+)uH<}iu`XJ
zx~F%-e{|@8MQr|hUir^3^3O2xf8Q|juQvD}w^p9ss{D~BIR4Il{LgnSe!gq*-~L^T
zCyIZv$p4T}&iVbt<{x>3^Or3aIYK5v20?3Q6Gz+c#p)PDOk6FDOvD`xUK29>ubQX@
zs=hSGRYl`#b}|D;c}7qRPgnbf-v;IjbEq0>c-@lh2T9b1eN*KW>LF)WHtrE))6}FD
z@+|qhwUieSUrI9h`uw5mso5B=^749PrC1SRk+mWSDZP|VxLKBrT?LuDfxVQQcG5jY
zUmZ0i7Vg`voFCLm0d@ksvr<#|IK89}Kge1r6{ei*imh!+<-znt?Z3ab^TGd=hbDb=
zV5WU&q<ytjjD<P=A?ULjxKR{k9<qsL&`z+(%S1u~9vt@wJ8*tZZK@r=Ip6qM9Rc@Z
zeXe{vEX&S0jOp0pSz7Kd`)ZrkM#E;Kwv`q42V(mOrWF0B$AM!QGG>-2ZUiT>S#KGS
zz}uE;<<N{$<viA797{7s*-Q%@>23#;eVmKQ+7;{~m`73a5?}1cv-@U%=(@;ZyluFc
zGh1<}pAsg$#1wo)JE`f=TEX4qDe6F9rK{l^?k?u!0lQ~DA)~=90qJhL5FSr8=B&)@
zbx(ij(IWN`<5vUw1m!tU`@H4FK}Z-z!u)5#lNKY4*K|Gf^eKX942Br|ftN$(r3?ka
z?Oje8<gwS&r8!0&Ya;k%cR94d{EoW|6QA6X-3IOAIInm+tUmB7fdq|wG*b0?|JobW
z%~vkhnRzg8>IQpjygh`SFgzLgY@lBQ-YW%m+<x5i0?r)W*I5gMnygmlLW3ebM+u!b
z-ZWcNFkpV@q0mmjd#+&Gw^nXHde%=jM~`@r=RwM8cZbME-#WkB7GIa678-FLwf;8K
zWD0#LkUU+So07bT#!vw+hFTXrxR;0t?n^WW=16F({MS)$zWK@v`dQhpZEy%erDokM
z&r0n9pgcFv_D98%Ve09R%n#06-hSdgZa2be;Jc}bYz6tsMA6=v{oIP2?6WTawXA%X
zu#2eY<!su~{?4u&v$W!;;xx_Jxvjf1*tYAfnOyi=v)Aayt@S#*L(jjxYZ@UE<BlB>
z9OX$-taa$a=^$z>5_P(2(3GkEQg2wRKPVKJR?_%w80Ng2r=d#8iT>!MrGejwZR9!(
zG2FRLzPYr_D#M)L(#M=;v0tEFnm|fVYE?=-w`3AtDbH%M`XcS3^`hy5)m=~E1MSN%
z^O6n+IL*(z`#fgN4;f8^YS56*yB0sfN)w#Ef-*|EWyzY+1y5`CF{0ZJsaAe1hNb38
zGe(6fRpBVWS!%5gHU2eT(S$+F)wa^uh<DUC&?nX`JfEa|gQrT}rE;fR8t*t?Pp5k}
zh;?3)7a@INF(07<S-l-y)u@I0WhxYxERkXOD6t~}S1JKT@#E-%&N~iPCA*Ed${zX&
zhCVIU_o&Yl0yk|gIR;ddu?FGH9CJ<GS%i}wKQi?xmQLKpE`(1Id5WWaVi{)omcrU&
zhIx$lxe&%WCs>;Xu;Z|by#3Oyv%z#Pi!0NDp@>tbBA@Fs<^rE;gAFS-tja2!OuL0z
zP0uU#F_N$Qm%DOuHq8crdsEsRl|AwapN6;Zp7QLRoE=RJY<|nQdlFdRr5F>?82;_s
zr{bI6zXjIwloS>gGH^06CImc5JSD=Hzx|B!SDWFFnHNBf|70@%uf$w$+HfphlS9z;
zB^vs=tP_*jp7*H|i6)UKW!L2Rdf>Lb0-d8okv55oQ{N=`7lW2My@AyX5ERv&=_Xez
zF{9+(129+#(zCDN4~b`U+j>LAxW$fp$<;V_XJ5Q-kGC_17~0*-hwpZ(7e~IXGRCof
z<6S*><UbC|Purh1o{JKGIesL(5Z?|<*Zws*L3n0Vme-ok>mi=6Wq+~gcrQk`<m~x_
zQ~I7Q^}g$TB)T(n^M}K|jmL>kuW9#9@m(Lr#~X`F&a&>4IX!PHjx&x{zulg{I>sL=
zkiXDTuWMbMZMLNM(8X<DVT@SGOmDmIHJVD`f0#AZo4e@sS)a+;dzfKvTMSh1rEY60
zDQTi<Zd+lMm0eYC#-aF%DPq1PnX2J1?jG!Pcm7hYp`crH^=?qxz4pa=#Rgrs*PUy?
ztsQ^dH^om62NlPkLR4j6U*GIpTtwr4DhT%R27lvL5aHwFraa%C(I#uhbC&ascJ;CP
zeqo6avZR-TjiXH`@=&LxRWG6@%`_CI8zJY=v(}DvzKZ798{^xo#HAg)iVuG~l`W2l
zD(ki-(gWl12hjDRS)OJZexG5L)yMU(p=XhoBEjij5MQ?QPc>)ox89xi@6faX`$d*r
z2K=jEB;D=GHyxInd7I(<P5#H^6o<K5uZC5+*o&p+F+~o(YD{uGdOj1h#BVbn%6#Im
z^V(ZSroNFG-0@AN^S4q7J)?K?k$U-fHKGJIW|dw4WvS{AX{&z!tKvJM>sr~V>q!~2
zEA^S)hxjD$x7nqcj<xMakKPj~#KtS4D_#$Wn|H$r#}bLVOhxJh1=E#%w-3$1$Dj1b
z?Zn;1rd<oojyWAcnkZL!TdDR#d9~V_6Q#UvaGV;=6NBvVpbgY7oAHClCgf^vHt*Vb
z^}5r$qjqfBFHx>4%_f;2ua4HIcCO`*@zaNoGlqTcMi|n`tRx``Ekx&{Ojw+^jW{z$
zE-&=ur#jwvn<EljhJYrM>sq`T$Cqtjpv&LC^TL^y=`5ewY~0^>rEktJ(1ye5qj;Z?
zHJZO&&DRh0pbh!_R5X$*^(%~3fF?FML^D?Y3gcT-sY*v-<@fPZpY|$!M*<QOWM*uX
z6ESI~UAuLV1GB{Oj#KE_w75s%lkwhhPZS!Q!%r<oxxrd<;s(9s)lUs_XTSOgWiy4~
zNVbP%%c^02{+v33yyjSot9U1Y{c_q_R&~ZkP~2<gz`cm-*rEeW_TH_cAl;;JZ#&%U
zZH`~TIs=rth?Jq-fu|$WRaTHHtJ*9-Cqm(ntr*wlny@@Hv`)~@qv5j#@nsMnrjL#X
zA6_zKbm-ystpE_q+7pAw6N`m-#;=%Dr#Mt;TwPfY-%la~+bQN@AU2}6#Wlt2@~o+0
zx|@o*pVG2ShMOhD=<@VMSR~UJgQ>}!_ox}o9b|qqVl90?N%)lxrLH$_qgyCoGW?kg
zjMIpWBm+Jp8GVbig!`#4Rg4Ec(U)HE`~du#fLvf3MHDVL-D@fsgZ63gZ1;|c#*?;;
zU&bGfxY*D%&BYjFCTVRPiO6jE`jXp%BFn-Q&XDC`Tzc2!$})I$#p)AH!xC7cr6GGc
z`+@^|mhijTZnUxpo|Ro=HX@-ApEA$oX1#l76Ac+S2U&l)X$b?*nHl1iPZCTN;W4^w
z<2%Rcj~7SCW7Y;x(ua`Fy7+V@h~d2<>bQr_59X_0HS9_jg++%|&lJHJc{h0=l+U$L
z7;E?VB|Ab*`enN^So?4Inra?TUf#p3W7(m-!msptMDvMV+<-M}mvZF$$a}T2Gcam#
z;(j-$6B(nyI(90w@cP?a-LgbXB;JIS7JNNDJ*RFb%}^xIJ<sG+$?1Ew&ZJ0G956&5
zLNv`_=JvP4r+Qyz#%Mpf3vR7L^iE{~n<Fxe^EBp|j>=nLr^2OfBSDm#)?>8HTD1+I
zJv)pIa>~>-7K|mPjqBv(PsO+UHej#BsFi!)-7b<&wB^^TM7193W<1hT`f}2ItR(Td
z7&np0C=bS(VQ(Mc2$O+zCi$&qN^VS=I>nASTdg%6!Ga~vzKN*Ua?W$Gr8Y@KO=o4o
zhuvI$uEdN4tao{%5-gkw*wUeusp(?@50xJ~wsXfMunz`gW>Zbb39^&Vkv}UkoGV#P
z48W4Y-?c!U8sw<Gh4bi{yaCgp#D35MoJ9e<BD$X??s!F>lkA7!N#g5PZl+w?pGC=c
zzfQyRapth_^6LM#H7JT6*hEp&woAe0gMCwC<Gr(KLbH5S1+aSrRI4xCN9<*z>)JdX
zr!};xPkw$i>)v&c5+{8w_DJHhK)~p+PnYN!4)_Aj>#!!2fnha;+J;-esymKKbZO;!
z!^ImD^kC`U73`IS2EXENWXkI&OAh|2Jw2VU#{LtF`CRv)J2Cu@%LRl`D{m?|?<vjL
z$>;lHn6l`gTT89Z;MWW8vzy6&nl!mFtzl{kz8fUmt%5quA7-u(y?ng23l!T&>-jz$
zJd671(##Qg=Hlv5w{~b!A_u6`y?Q>GEy++`k^+xqv(0xZiv3tX%4?x}7LaQoug-o>
zQD8bZlGB?a+^|m#8+yTfc`ou=xao^Xsc?K%<mKqY09a0{R6$A_yP-#9n3n6&Q#V9e
zG)}#zkMwnH+JSDJFDTk7&$GxkwH4i7MlFXj9PnHN-{ZggXv7)YPLZ2dG%Tt`sjt_Z
z*>s)^1{r#WWpO&1b~QQ59Y!D=n5E-<RJ+8b7Y;LYY7)yErE-IF=9@%<ZAA(kbJ?tB
zOTcN99@q}i`aX*Uxn`|o3QP}uK~ZX91RN3@wmVL_kh><7iq{zp*bwmos#&3OHSt^P
zv$jm3MIxjV6Kh{34K*+9o#b!aIq8eYHrXFdWX)&gr#l?P;zac;BaFz~P>zUsU(sDA
zCg;w8Z}sx?^|5uC%^UB&*a8U(bjR!^Eyh9W)7@^c6+bk?eV5G};1mEs3uhH?NDPX!
zZ-(5vZjOFOewoYQ^SF$*%9E(~`1zr`c`T#N=i5vJ;wqn)yXUvtFH>H=A-Lg0-55bz
zet}BbMn0lT1+Z^b4Zc~}NI}IKx&S*OngTl_zQJ;*Ob-tf1u4COgEUY8yYk0M=r_gu
z%EQ)u0=Y?q6u?+_p)O&|V5&ho)tk_FBtFCfS7|abC`bGj%}!~OYK+Dn%Z905B9jj8
z8)l_7t(!12MxERpwx*SPDCVWqkUnyJ%}RMZD`ue<yE%MVQjDa=$UIzMLw875YzuR}
z#fIJ%=>i`wCiyhuNDu^Aa`Lq8Wz#YOv!oo42X!85Mr4lj!MMl^=h}zL`$fRv9)A6-
zeOTml{-7u>vZn5pDk9=+j`hHU5|&AWJV_y0Y{sdR7xwnmL2}hfU6)avXGId2hSWz~
zrRKxqIuKK+M$u*BI5ez`n^vZ}rPOqGD{aS_N>*7rsge35$#_uH4RR2e9I=(J7oW#%
zol2yl7nY5sG8UY^z8xu3;-Sg*wK9d^;RzCl9lGkCy-N2sM~h}<0o96Ga?v7MCi*&w
zeF+U`htjKPXM1D7s#L6}piob#@IVTn!3MG9t+QGT9z~83F>p2jxiBA@q`XbOmSw`9
z*s3|b6Wxq^v#|1}v}9QCYzNT~OK5JvXJRZhxt@5=l2oS?MnCxyKD#gvfS?pU>4Wa7
z*{!S3KWb7!7l49s{yDUi`K~&RDn(g$EDoWv!<QSDtbU(bH~)?Qm+^{+$`Y!+`Mw0&
z;x{r_Csh|o)1&X@UglUqnP**RgQ}Rv@%T@V_77ew9SazC?eqDIP<f_?yFwvDj1NGm
z@!=xJw!1`F@%oRSm-nfhlHQ8R3n5RnuN^bgt_L+ixgqDQB}nwhbP>-u6E@J5Ydx>6
zipGXDd@kl!#@>MG3TvmzpO6G*4mC2A-D64%%E+BXdz3XJ08efjK8Ur@Ex=OAOC7-#
zXfx~oPN%*YMo|m`(jnA~o6Ni2+^7a1))xQ4Rx$wLb6`NlIVwd!Qj-77N2G-fw71t}
z%EbkcK`5lkT3iz3_8_RV8hsd~8li@}=%{VW<wj~KHhr{>1wHj9tZ&Sh>Pzp4mA_IZ
z9cHIxn@Q$ZGG&1m+&~+0Ym4DftcJJNL>*A?cZjdWy}4a^c2Z2rqGBm0oj)%-hw@@e
zTp@%o3IDd-I4%!s35H}!w4v9;Ice~NV~l^tC8pd(MYXP@L8K2|Gw2B%wq4kfL+rQA
z;`hmJ%CebU3R2uEHiA=9Rv-WwB`pJ5i|{jJ8bG#zekJ2LA3or7Gr@dR`_>pihZElF
zXi9dF3P5>`R;52KY?_uUTGVC2)wftnB0_{*x|gXIWLwU)AksLe3LsN2Pl?cV3Tj$M
zi<y!2>I&nul^or|`5174{X)?pFfM8_xjek~t=!A2o6hLj#3BH07(zrqldP9rluT8@
z<jFvg1NOv}2X&;gi`*&CwwAA1u6IWDWK%@)@G>W4S`SeT4Apzh-Hy-L6mq7xzL+4K
zYJ#7@02(M32a>6>o}3dcHu;_81^KhkFfI}LToq_8w^WSQlZ7|m?x}9*<p)Z|I^?@i
zS1;KsY5;Wa;)BOs8}~+dY&Eb|vh1xfr@Ku!72i|A>Dy>tsls0ABU{F4vV)YES2lp4
zZcESjqMh<@OG9F#jsfb0rjWvf&g+w|90W&ry*VuGuU{3;D;PCtX>?D)4Zq&--~lC@
zLFI>+_Z(YY)_-(p^^IHiTPLAl@yTI+`63aaiF-2!98+DOKMMxzMJR`W5}F{fWHAbi
zyn_(xqK@*gj8Qqx!^<&kK_6sF;Tks5>@Jq>N;6OwvQO?5JklLb&v(wq$e;HELK*{m
zumG)&`Qv8+7ZHYI3J;ip)o;kGY1GP(ma>Z+vO_sEgch2@rsz({CXH!`%lcwn&V-By
zg|uf!EHtVk@hh}N&J#jhKIlqfX=3x9@*aq>4?Na?EdqY@nMyoD;h%4f%%4Q|A2ht+
z%>gBU4nCs8UOP4DsK<lq3qJ_8VfhddtZF12?n+9(-}RX|H8wCBLmN4>D~!Y9InfIG
zdS;XkvNIeQ*DN#v4yy9xI@ac#Lv8_4-Vhtoy~j~V0`@zl(}csy3HSAg)DXIQ6};Cx
zeZ*GG$oOj~EOGcv$=kCmh+UjGVSBGrQJ5OCzG$f64CxwqQp?_$ru2*3C&%RUXB+Uq
z!k8SE%6mFg?zkcIwt+n+IkSKvoMY31E+8n6gvQ0fMpPFfrnLF$Y1}f>W1{z)!-b8V
zE&DS>fBFzl!YmRtOlBfdyL*T~kdi<lktEfD8!4^y*^tO+frN=%MbI}4dwWPI`7H({
z{8gQZ!;KD2mR7Ad=(}tkXOUZwGZ%Y7?>HDF17arRfmd7HFv<D;QBlGRR`*I-N)pBI
zv$~fE_AFyJ-v+Z$Le35z<{Q5-j-d2UjaxSM+^p}vPTYsHZC7WDKX8gHA?}5(Ot%K9
z===mbCW*Uj>B;>Jrd8N{C8l=0BgYe&>h&^{DOh1EL1&%R3^4?$dgi*60{{%$D6}kG
zbe}Nj%qPA_=v93VXN=p2#t-#Etz9U!@aHVRwpJq8QN&qcvNKEM$zGF1pR|Zjpx})>
zBtHprc%3^tFwYOeKsEzrDEo3g?beWhWwco1JzwZe6Y$rZBEZ!2B+W*AJyGn26c~zi
zfKm@;m1?fk@23W!g}Av!g3YZ@%0J8~EV^|0$cR}o=~RL{?wT9vSqxGg1Fx0!ezP=G
zTn7Rg(gOi}P<q2UA`YIud5cEreU)<UbLZ-3*vS%y_L8aO1UBsrRv7I#Fiy}M5@fL}
z+!F4JpUdps=BtCVLWKE`j$gw0@;|4o@8R!n9AB6I1Q*IlhCh8yJ`;>xKOd2dULt`&
z$i&Dnp&v0dFtY~rzB<w-DQQZ7R_yIu<#1Sn7CG}Julw$!1An@hqICiEsbvPQE0kK=
z4qjxvKvE;p`dB=c?m1jlOR8K~*0_Z#&+{T}fID3a+fEB6X2Rm6J~|mL+4M<V=9<#L
z;=97m_ADKLZSmH;J$q->S6i7VMbb*WxQ*|^CIlH+=N%Z~jx7((>GBCp#F2#k5Kp^Y
zc1=;J8ZnsD(O-x^A{La(R9DHA2{>1)VlMA);?{c$9*HOAyY_9E?*>#(vL+);3c19#
zpqWYf2d>9q!*z?jql$`J6<exPE2tbUk`gTyV7CwbI32U4#!ETz(VP_93EY7&XTohs
zMp!8g*mP^#*UHP3lbI4z_VuJIGkE?al(qgOkf#UV=d-hRl16>KlZlO0Z~&o{hgFj-
zP<SA=7C_J41W1Qx!x4x@zI*hL+O}<2+CJN3J&)V76de7?jDH40`8XdD!-A^{5j7(3
zC+9S`d;u#gkN`>sU;JhQ-$ZJ?f<_A>hNWMN0Hxen)Z>wmoU&`n`Jll&bc*P0bZbc*
z2#%7jpDXnjy98mWa1wj$=XW6xV8;dolp=#Zu~W!e+Ickfy5SV*m<#r#c!&wA)kjr#
z^Sb#N=0Np<hI^WJPlNtKXi1_*-qh04=Jmqm6@QgGoh_1BU|<&!Y42CW3$EoOYF*<r
zCcHwvOzo5R2b8*eRqDhJ(DRbUX1Bp{{_JqM9nKW)b`6K}gJstI#0AJy#9N_$yD%$7
zPJ{Q;>CTLtt*;yT<>Pg^vI`WNa&i5rWCen2?wlAno$emvs<tHH&uBb)APJ_-J4y54
zOL>wL&O2#?MBml(Q#6qlf9%p9+90pRM6{$I;NN@w-X6Y|E7p76z9|aKN5%ll!!YOa
z@UF%R=A$?@16>qROoTsJ9B%hy<wAApw;7=rI*`E3Im~Jc?6P@XZN!pn{=!KDe0*Ny
z!O^YM+S>_9<pLqKY^Dj3nozmw*sWosC7G!$)ERBPCT_(fV23s2n6n5$tSd(Wc22I3
z8vSiv!it3=@R{%RDNfOfLkKA+)(WPS41KDwl#4)+_4_Q?-K|D$5}YL#qs%qL@=z1q
z-J#{xwwT3N(z{&Y>~x#(Ms$kTDED&>1?*dVb`J~p;$(0XO63qTW(5a*Y$%v9ltJ7U
zTzhN`olfZ)F5<UKoI&Bx!7Uu*HkJFPTp<`cKs`-^m_YGyJUKaE-j(T9;w?DV0U9M+
zEhVwpsepbpygt-P;~5P%Do&3yvQUA0j<M*gn?jc=^D-<`VL@a}3PKrBfkgB(#y3u8
zN6fCu09n?FfGKd7f-fFVL{Lm?y&LmI&z8QZXm<&1O}yv0KVp(Ou@sJU2j7Opk6F-4
z6Ec(+S8^lf9c>ipAm|9Nons4Te6HHVO8uL<coi}*7h^|74EI=o!gky&9Df}}Zs#h`
za%aJiy1%p%yDC~m*J<?Gmf5S5eXf>WUR?1Oj%roHaO-Dtl&a${$=FH!H8S;YLO~^|
zYdAngD^04ImvuT7+3h*DIwr(Q;iDMv8PpPMhtTR$v-@3!F%DjWCo7nc(wc}b%=V(1
zy@vot&&Lg|B174TR|+CSJYCJI((s5xl%WbGt_~Jt>UgouZxY_QNEl~MlOqX+8u`8i
zhxJ^@<n#Ef1v9OjY*_^$kJ-SGE{|x#Ci^UNx1l@xxw4c6B8p5m*<Ry?TxDho%X@~K
z7QynmsrMCA8oPp+T(}-~I2NW7EUedV@%hBL_>?ZlgB_#A(o2R|_bXwXlt=f4A1yxm
z+4pyq!s3O}BfTGT402Zr+R9=SDM{BbOo!C#3^VwU92OI_<lV*X=3HzaO)cPC3m<}s
zs8|8|x<tb?)ICkor1DI9dOzfj8WK{$i7(6@{!p!O&R$ETEXr4x%Gzbm1Jb?M28!)P
zn=8b{-r+|z>aTMv9wZ^}=WTH=_eLZl?ITf8LaRZg->s!}G?TEsiWHJPRM9Xh>}n)o
zR5_j8iOSSfZid`LCy`Acl|6>uW36+#DORXZ;YIO8H{*?Z$0H4Oi4T}UASN*OPF5qz
z*0mF<P?C>*WF@4jWO{z*AYYlcn;xP|X1QjV%IaPRPA)J+mnE(^*=1m)!qNp$4se0p
zof)?d)rC(>IfPXtdL7K@3+X;1HaN%Z9#1wK<A32L{TUMW5HAI1$z<P#>ZE2@^`3Z}
zEc7ch*b+)E&U4nJnjGu*g7;8eA3~7hxY$Do9P~vhxB{*7vTj=NE~WPcc2x}}?ugh8
z0}!HD#|87FXDY{XUHhELzAOMOON7eg&<zraL(fzx|GrOEqgmhtg4t`KM`L5>#f3TV
zR8u=xvFybwTwUtWtMIbbO~jqcmIHTHE%m%k?oMxT+hCD&CAUPfK!ou%+bp|+sLw%i
z2T(pbBd?c`G`vTCMY~qwXZRu=w?7+Qjj2mrc~ve;r|_6zt;8W3BB{u(JG$5&Z=&X2
zMAMoimuaJPY5Ay0(UQf+MT8^IYy3u$V-QVjofM3Df%--UqEZYNBS`Fa_;B6{rX#Gt
zq)QTj9-xdaN~9ky6Vr+!m!NImf~QbTnEI(%*%PAbWv9WLaZs7C*2HNu;b&);UC^nH
zjO~H;>0;ob<t89B+SoAu7RIRcF9~OkXK!Xm^UO|5`sYI6gPIiS+!b_rH`HC0Xf^e3
zps{CkUN#LDNqxzTf%I0*vayRnFqB(n&?!K<B`Vbf(~wQ3Wf7F(%+?dOx@hwlTf%DI
zJg@XJg;tX(C(+P!B+_`+Yk=G-g=Pt@M!OHzIrRK4Qr*u^C=2^joOHs+H0N4sD)yXp
zIj#`}l<7D26fFL#128#?eIe5(Z!yr9!4Oq;qoCDdFL7%`ov&zYgFhLgy(a+cET(1S
zL{4%PuN1?k4F#aRt^NveGCpnv`jBi<IapMxesBuse;E+%yS#A_+^G=K`?{;9zhXy<
zd4}&|>Lm9#pFL+w&)f#3MV=FXoK}1GGg4=A;`R)3X~3mcK!h5Z9`Sd_W4u_0uuN2g
zNQ1-%u@l>)WfXfLSoKj2T`3YOVTo@Xb=UOH5hnw<3-}r8yaB1yU{D=eE$J)H%oj<B
z5)idqQ2Vh^pC;U;aSLnLQ8gq(k>pU-Yy)MEdc!qhyA%tQx^Dc6opQoC<k^6oata77
zdDnL(57X&4>Fux4U*VY09X3*f!X|naa1AnhvwB$#s5){&&N=UY<=|9e5G)rP4=^Id
zmD$V$_0f2F8v8LmNFO>!?Gnl{6_QGZ`jC`wE4ybhaY|uBu3I^C(GF{5KH>em#gHHF
zmD|c>Qi@2CUcV2_KvD6RP!U|#*uhNY9<$TX<J%M*>EI=Mdw-feA(RkTd^u3wqLMOH
zo#26)7UzmLI=p#_4rOpnQUjj{RMFa^OMDUNMawsY*E_rVAstmQ#57FY19i6h^c|8$
zqGL)vEv7}6;OZ7}2-*ech%#i7`r8tYm<*_nkPxXWHbU{>(h^C&w*p%42UIPn1*~$X
zDq3mL5j_+d(y_0vTKsgj4K>Nc6US#h8IMyjF=Z;2$COlkIfPS|BZrd#hkg_HS!%49
z0cJa6HFhndR2R=6lujP41_huHRIX%=DX0)Bbqni;tkFZ3No|<Db9y8ZPI;XNft2`=
zBY;Wm<EB~>*j)xY4E91$$z}e=m7Hosf1Y^7%ufT0S*cESvI7oBaf*qouj?pZPD5CD
z+L@R)MAiHyt=8(0h(!q+BN_>(g`c_soa#9eqkRUb0?l9z-})&id9XSbR)ssQ0NPL|
z{U^G!EcR~SE@ybplFLIG6<k~THu^;pwkld5Sf~M6{{Wb^3?!BlZU*R%PK=<e1NN&{
zEZJc&OR2|Y>a!?i)gsPf!r3q;%60lwNHWeBbX~eIJ*nh4BiWFQ)_cdvYaq&aF(tbS
zj2}=QTd6OJ99j48)P>4pXU$0F+Z?tmb1gP$qf5{v$XKv)q#_6`PKZg=Tl=lvR|%BU
zpYbm-vAG){Heok8zCvgUQ~07qv+z!?oh2|5j4SkRQSv1@Hj6X%tiAxbESQk?c!}IQ
z2q5i@lp?PRJ}Ya4)spD8m4-k#Dba+$4f%@LT~W>N4)SWqA%!Aes@A(EvWO|ClfEG4
zeKo0*e%2zkH|wN6M#ReTDYmPho@ka;*;bkIOK!LV)jX{Xhp_{9NRWNxW)lQrP8sk@
zgi0Dvjnfx!9b5`x&>(7YXyUIz4O~zbKuX`Ua)L<R8Z1NT<5lV)cUZnEMhvtS%nd1|
zLHsx{zNQ62(+{<6QVLQk0!qFt4YCjI)+K||<SE`B)W>=5)H;>NjUAvjGeF|4TGI*V
zK-99XUN;<<^1>TEGev~T7acNGqmEbM0LzA&8wUxoa4tkI5?}~b0OM1b(u+^~3a_$4
z?p=S=gb_Wo&O5`IgxS!gwi;zS5Qq!oQ)w)@nt6G;i=Nc4Da<2Q0lkCP+I<yLLX>Ba
zMvnEV87B^sZ_@iK@K?cflt50TZd3)5qx4i=m2OnM(VsnU57dJM&(v!J%@{B1sz4E1
zf8msnh~(v`r&>knum56K-R=RULAV`ExD>;aa6^5eFi3Bv5!GAOj1{f!T7QAr8(mNI
zyH~o_99q;B!wnVxfp_QB#6}hk9Ef|i8#a7mu=EP+!!p}s*Qe$0mK?}HXi4x6%4tbu
z#XcL0zSLKkv0coaK=R8?6f^meLPh8U<qmoR*u$~|T2R2}0LWL#kTWr2ouS%qO=0{R
zA_1F1`JeIaR&!xL-?}hkqn`$*V}_^0#ai%3u6?}!?2_UPX=svW(!O>2(2;@`(CnuH
zn#~mwuafAe@yu_SO|TRSumE1Qac`d&Up5BT!?jzD7!J=IGNZlPCK)KlinK3~P3or+
zW8|lCi8G245>MGDQ0hj2)$?K1b=9Bpq=Oo!Cv2wsVeW;=CO8v@8}TGkk4Vi~nKzjd
zNR`%-jIw_1#HOmYGmK%L$UDz&jHVt7mc?}=@OS&LnEnc=9tK`u0j!hrAac@4551;n
z=F$t^5WcthbRTw4O;V7_hN*WM+tYn3_XaEZ7k$@ZWa85gM`+lMf+}MXupwk_6xm3U
zyahFG%ajoedYf6Htq=+Iak``kBXA-@&csA2iw!{*eYXdp)$rbITr(}48ADiE-ust@
z^s<0hF$j1<R2DnZfY5xwtXBf5q;|&OOCHvi7!z5dD=Y!kz$jC{as*}XwZbpMj_EA!
zkrA7ckzB(pjHeAO&!0NDB~2ll{w(^u<`u95E)^X8;xL5133lNC0gFsCYZ*C&qHNpX
zP%k=$p`_=0O`R_s_~VNLXGp*%!G}u3bF(obMn7uG(Adcjnbs)u?jqN*bCU}QnZx(l
zwXv1};!LMNqN)H9UnWJk5cUGn*kyb$Y<fdKsEaJ9<{~m-qcP~<Xj9O>P_6}Y&*l!;
z!y(E60%B<M&-(q*Q_23=O+xkWWD*GBGgDYmi!`NQNz@#&@&WL1&C57nOzzrCnGC7S
zPe+kRB#B+iy;(WYT@S`YS>zgt5C=B2tzf~oh89Gp-AFfZQm`Fn9+!<_h7zG5RAZDb
zKV>zD1(WEI&9SgRja+-L_wI%N2*lS201JUOuP*B*nf<#}-NcXEj(rUYiwsb<`K?%$
z82t#H_%NBZBGj^#O_V6q{k;a*^$`X+rj8Hy_*9^zXs9VgHQ^7nn7K}L=)#6#qb>fP
zlJQ{Zv51W<L<8zh<rCE#m<2V4)<83iOpuSPIZWEI$U2sEzdO|I9&<dFIxY+0qmg0q
z%^T)5G|JZkp0w*o+8E)pG|hy(V2%>%am+?5FX@jm6&j^Dr$Ula`?eaZ%7nWdmn5EN
zEbpEs2cUKD0MH3AmWy0#Pml>@PfLnH??7i(x|>&9cQ7n+xvelTU@{;+=f{<_jWWG>
z_F315l}agl>ivf<^v9t?X36Q}YH}3;BN{>K1pus8HE_$idLC|HVrVEcP0M(_pvhPJ
z)mW^R=tRwAxKB6U5pGbdHdQ2-qbgRLzY88piNcGFXEDf&d4j~ZRdz~J_t<jIWj?%0
zXGl&tOKD1Yw``e9(3teZ+X1NTm^&dfX!Jxbu<S~hXd_Dw_p@9`5vZ#R-UAL@(3@x*
z3a>=zDKYVhww1U$IYQsVQw7^pA>2SJ0qyDzcTH}Bf;f?bmyqPZuzEBlh|u*82HY)k
zh5Z|)?tKMN86i<?Hp%$Y6yfcK57gQe^v>b19Y}P1Z9&w0mP2PwKGE@Pf|iuxR5D_D
zO3CzOn_(vkP>Ysc%{#so#2jEGFFfJq1cWEdBu%0k<yGZR1G1n8i}Y5@uR}=QEH$mp
z;{`8;^%~}`L1FvLHQ0Nj1xLYeuJIc&BJs0f4AfwcpmB=RqhoV!x#^LR*-Tm;*pe-}
zqf0(lWij@eEz|4bWDB4-rg+^)9TZ-!|8nHh4woz&3;*-5BpnQZ8b@BbpiX&mTeQOm
zbb(i4U2q$(dbJs&%FKP4lQ6lJdjg?Oz=w%NxGJa%Izs8q->Zg_yy-Oo#SZP6Kur9s
zFpj<o9Xn`WuGQ{qM+>tGh4w$#d+V?&*QR|Kq`Q%l?yf~6-QA^hN-F{)(%nc3N=bu+
zbc3XTf`U?#BHi75i-on>zQ?<9@BKTT=l%GLb+gtT*Lly(H8a;-bEc0w(|6?<V4yD`
zk4SN9Qa5*M;w)rCVqN!2tqX*C6VUciwpRy+49|GQbU^e8${m=f<9cXK{V_f~vnfMF
zKd=!iNV*=;>k;T|b}`&Q_H&d{5{d50c(}NfA}~L*zDQZN#gH594)Go0BiEfNt5dWF
zc!*69wH|Un_Iz>zu()_#8x;+0rj=t|qo(LCG((oKQnu6=7<2jZ1oknKF_mt(B!|!_
zMCL5^N2t)1XMVEwl+ZyH>_IOKGFk8zycd??3w<EVMH5lzm=i}J$qx)_(FJzAg=ZEC
zxEc$;bV%K9-4u>X=C((yU+H>Z=Mh9CB{x4~F}f_-Urk(uV5bDDXfj_}h$kCxm(=H(
z>c^=MJpjYTLSAxHxw!*b0}G)KOxm8E;T?~T-{Nk|v5+dgpEb&3e+6YTzVtFo*Vh(?
z*ZMT<bC<P^lN5nZPu1}BWAZgOZfWnK<vzGtftStQiyg~@A2%%QqzHI=3M(|dcZW6u
zg{|2tv5TL@%M_vAdOTPIRpvQGw&rN@v{Yu|k(I?9aX7JZhe{jUwVMqZ_EN^ETnrSR
zq<aIav?Oz+j_AD<kQ$cZ=_Xb7H|@N@QHwM3DX>KWm^K8W)YFi#BoKZ+p%P`Wi#o4N
z$IM-7>=lP#x#+ZUwqL8+K!1FPtMK+QE>d+pT{l^Sov$pkx|h2sKlYggk@;*VcUxs7
zf$TLDrKA=6EkvspLBpi!z#JoM4dkBqERK1>wEnc1L0Cj)6D-kC^~pXyFZM<zlGVrJ
z4}15ZLQ0}Ea2(&7zP7^qjKfZ$`BIpx9wS}_$yd;GJg8k3rw{X(YqZUCxhqs}E*#7w
z`nkEQ$kL3PsTeBmvGn5>u8*qbw#W{K{`mw=*a^@_*X9Ar$&RVW-sG;>-p!VkU`zGh
z<xCU!x!xs_=;XBIcZEs^_jsd?Qd0RSUq0}(B`3jN)%wU?&fyvSg5r9^iM!Y%v!Guz
zQvwz0flB|FnYn+|{&D}@*x-Dd?f=Rn&i!>G;tw8iP-!5LZ2W)c5eJ=n_84bHg#Xz*
z;(w7j9LOsR098-|$NxvJa3F;-fCa=Mc*Y|B*O|k)Ifwy27`cJXeb|Bj0aaN7nYCHq
ze_|B}zC8elA0BvbDQn<c0Q_Lx2EK5>4<>Km-VVSyqxsn{e=v@pv2_ERTL8Y%#RIRx
z2^`ONUT<K<C;-Tm{`KyEWE=-JUIzdv(7%4i1%L-I|9DOyANUWBabQV3faNPS81N2f
zxP0AK0zBdZ-tX(iD<G%&cgAthlL5a2(!+nd18_vl-|q*MB)~Zr`q_wpZ9CY%Qn3S%
zSb)O;d}Ff%-hvw*@QvIZ_){QE%;y*V0|EIt=HF!VYilvUrTDfl?0@;|^wNND%yR!x
zjArM9KSSgvMl+BsUO<T*C^Vp#blHviXM2+`gVI-7_&t>V1!6qVxX-}&v3dJk=`H{S
zxD-qI#kQuGLFlV~{7r=ZaZ=!O06?PjeeyXsU4KIA>pT8SqVzWu?yIT#J)r(23PAwt
z+2BDaeW!UjH|c*u>Fay`ODLUbnWTw@nYjb;89Cl%#OZHQ2!2<%|4p3!M+#g3h_m%<
z@INSU&*!m=fG}T%+vE4e<{QD~f0o#Q27f_pe#LhWxD?<0g&oe95Swr0)xU?*Kgzg$
zKIAiOelTvIdpm!UpvyE&{2LPVw=DF(Wq6p+27f_<Kz`pvlvppr@cNVCx#Ud$jpF<F
zB<Q>0`Nt@50ibb%#E9$Lj;M3z_aZ<nzuBhcl9m~WC&=Uan*ja3Wd@D&Z16u@=Ceul
zA|T9{@eP09=74B3fpO690rJn<9MF(K!t!Gp2gNuSv0=N+H2yc-LJ*nBZ-et)o&Gmz
zY5dOD{>Klsh=|ORzano3fB-l{h4Y772#ORhBE@nU>-;yQ=x<r)e^!b>L%twIpt$)@
z*nG7Gmvsg&X_G;G4S!#V{yCe>@~vmwPtg}BUGOJ>F4NfM@2J`T8>4)AH3Ow$&QSSD
z%|NM?i%2nFX7>6UNP+0b{=O{z^9Bh7zy+j0X{L)vU5dp0_YD%LQPFP$_0Jll@6_!-
zT<P<q+XZacxi1rp{l1e3;sW?>Y`)KG|Cm8KANLs;KN%!Y8u9`_0Ji@}0R62b$3G9y
z`M56v^ed;4?J`c|-;khx#$f+r5(EH^`vO3qWc5V}V!q6j_7gyt3^PE~0)Jn{{x>`Q
zKPP}d<2)PuPhrNdI6#1ntj+_X-*JNeU0$3kYQ8IKzAI|JD{8*~L~6csvw3D;e{PQn
z_!apn;8NtL7h{8e*TgPg(Pv-LXa76&+2>*p@<4u2^8o;7d7_Ix8Q?N5$b}Vze_20b
z8!Q(T30mKT>loP>Cbo&9M`VT~GpG-@Q3Q*K;5W(nW0Su}UXD&}UFdC+dM8HBMJ<o*
z<sJN9$Orz!lBuI_@8Dn}l07k*M(geFM%`;}D%8P^27JL=o2ziJUTHXC5aAPCerd29
zvjjSLFhX8F5ozWFikLp+Xpois`YJ@NVBpOU57ENHT|8z<4<8yxf?25$UiHfSZ|{`}
z07?A0Zv4n}gI53kq#KusS1zPW{%zg3qOH85t^CJmD*=ErNeAh~4~jm(uPFKeze~|~
z7Q_F$Ix!kkr?8-i(>C88`Mxi$tTdgx<&Hrwu~OH2-zIUHSJ2*+>7p>tc+63uVJKng
z$te+0DP{4Xu>&ATB3s;-Ii`iH#`+H5@jh@@;pLm<CtBUC^=uq~7MXfPiP&uKMc%|j
zEOo7&WvLxNfD7k^iA2&|B#8qpoB)6AJ(}$u`)i8KwI%pyE!i+>s6(T0BJik*%1;O3
zujozw>*!6+MI59IKcz(3zpdN+)JYV;{+lV$D`g047Y#$QMyu4pgh^#4ii(n$R{?zX
zbV;}=-N|y3;F^t6NV?|D%yd<TJUu*a^0thm5B<^TpS6N+C1b)wL`9co&LRwCyoAYE
z6xJPhAJigLG{#7148@&++qzM=y{9U+v1L9Q7wi}N7>Z+#HpiMKXQ5RmPu;e3SW-LG
z<xMri!X4$|%zzJAXe5ko*<a)qtA^%x4kTSh<u`{|H-`<LK7SqaIDNnFv(;q5M_1h1
zVKVZa#fc298am_fUFSJk1LM=_qt09>=pAQPF;?6WZ~4(`9)Y27!J+~<s4q)tTfKA0
z?Y1S{kB3H_2d(*{8Q)@h4k-pn|Mw{aNW?EH1861eqPN6(nbq#AP+J9ts$3Y6u4U@I
z=hL-o`+`C3kg;$;jZi^G7BOI?qzHeXCEbP)-M6Kr9ArO<>d@H)_S%kxJ0n|bS-Gc5
zqM`p~?&HTs1R`GB^Ao7WX;0P5Tqmnlcf8);Cn?Oa&@x85<%ER7S{tprZMZ+?>UtGw
z|4X4ZNbErh@>8h&E2<X26;;cf`(j|w7SJTIUziQFd~kSRJ@a%bA~DmIoGp1trIoD6
zSzgv*iL<AFG$AiTyP|6OZ>4HEmvoR${1i?A7xaFSe!B9YuEL4`+aA=f*b>k8PF?h%
z*e~NjUFBl0a<TvQxmb|IpF2-K<zj!qTLb`H>BiMMMU8D}8^%D0gnGkmHe1FXWHQwJ
z9%SzQsoXu)RYY;3z9*KMM9+n?PE>2FBmV1k10?Ymb%XueX1hP6p)Rvd@l##Z*~fo3
zCwo;!bX7)lRYr7GM)V(9M#TPY(d!RoMC`vR?Pb4AY44S1e&w0}*LxoziNEN5fOb<|
zj9NJ^qZ?P=hYvdLj%<$d?pC&1r&+u#spzmXYCmEpw5udc5KaFhJciW1#rr<$eOc=I
z<}lZs@%vtq5YmgXP>dBmv|vUG_rl@8)m=ESr|^R}&=sLhY?csx27im!90!*wD<2bf
z5tI9-Ax{5PkUZL}&;4ds-p7^qapisdM|vM1vw3Dq|LA@Esz#IjGBui4E2~#4tF2GE
z`|w%4p1uo}&NGuUT}9Zf?V(gJRAbo+q32?a2%}`Jx?46%BsUw3vP(bHr_^wpVU{(J
z8bV`tQ)i~|*>SZ6*gosE#zN1XFD~f#U8ZxdU*fuzS-EOI+fyK`T<?dqxryI2{1I{F
zBkjuV7ux^Q$|^|g&s`AC@BJ${ezl6kahX-5D+ReykpCMB0uuW_Dafy~=Ny;Go?lfm
zUzHyG*OnfDBpsv^KbIc-DyIXuid!+P0-C?98{mM0H@gzXLGVK%c2v4*5@Sj!=Ezct
zQIMvB&D;auChJCRu@t$ATXkQta~tW5jPb%sC^RHdJbv9WG|*@6?Cx~f_kKh`7p?9t
zTK9{2bRhk3E_4V6+s=Kx32HorOt*BlxVR@<;i{~J{P3=hLt`g4y}8EAM|YGX=yH1z
zwWvp`nH*dbYCDYY?OzLUWlXG+Yzgzeid(PZ*8j-36=XL56t{Bz$}Q)-j9Y${8N9Nv
zR~B~nQQl^Hsve0S-TN=_>30lU?(FV0uLoPDwse5u4jYm@L_;~`=U9YIjfJcHvfDNT
zS6qMnbBVkyb%N|{p2q|j&!j64F4BY3gT9S46pW2d4fu7jQ9OvMiDB-L44h70@dFt$
zgdx=>yY@0cyekX)A8BDhX7kS$_E$bE=amn8<-@AbwTQIbu6)Zb#K1Fp(|wMafICoJ
zfpoGtVtm%IK8sQpJR4{7gD!F+LU7TQg}t({`C0O{b&gY73N9uv+qzo&CN(ll_>yqX
z48L^U6yP7;<RYwJlK4QbrX0onUNes}KNEfjgIbe(T1V$8G`yc09Zp`=9ZH38k^1}i
zCg8b&AG0YJSu%EBjF?e|K;*uqJx){m;>p{x@`(f+iD>CR)54ya%|BUKj$f_4a9n2X
z<tlS_l{x$G&77S{`o+u{ka*_Ln|8RqHXIhWuyQcDOUxv0W#C{UYGPz-Y(jkVCj32z
zyCw$K@Xp|Go^{!fOE~)N?qde7`)OxKNA5li1-EGPMq~Cc0ZjNB;9KYFjI!!5L^6cx
z+K+XPyH6!(y{1)<Bzy>26V(*b5r8qfkt_r0UeJ)^UXbWwwNPcd=!Um&$hqC{QQ)JV
z>-NOLh<`OV{lPfb$FNgEn+Fdxk&Q+e7#+DC`sQd4>RuckFxAg$jK9BURh@DF^GaWZ
z-h8uveWL%ET*z>L@?yJ*<MFK;8$Ma2Wp;vF12qdf-gTR)j?1ise#II0J|`R$oWufL
z*L!SNY{!qb=HmvOwvQi*JBF6*@;aHvx=gg@2!wp@567Di7H~JOIY1$@-UjmUo$hP2
zn@Sdbocu7>K&!mI?QI!bzv92rTOL+CyTbe?ge5n1(NxJ$ObGu*r}cmiqmzE4*!bZF
z7MV86sls;9e7y@m=t#qM(LK-hWN&1#M>My*et%8HwK^EZcB*+*z+13Z#ovA0O?{|m
zm*_J-(cXuKfx`NN)4k4nO?TJ`6AAQeGHr5nN3l1TX2h&sl^$CivX5vaEcFj?o?@MR
zklik!%ylQanOBe~+E==L2fewH-~esL;v;)aj=&@1oI<xs*Hl-dx?X$zeIo%Y4VTTV
z!vTT1haGxog<H(?6Eg=Q{AH4%iFv#ay`CB99Dfw3>)TAVtr23nQEhKAPli2=)!n@i
zQ|!X~aNWMo0q0glqf}UAndfH$O=pKEzR4VO{V#h$XIpx1kaD7wRMrd7fBy7A1fhac
z1;5>Pa}PbTjbvx}6QMT0!`mC$4w9onb-p$lfs%R^a|BGJ&ywR$sjN7)MM&>%eql;p
zXsCa9oa1&{K6bKtEOLCXGHG<|au|F-ROS>D=(ST|9oq~E&=Pf@qoVQs(u=GuI%3Jv
z7tL-mhB}|bbh6buFfO1fFo5xpyP_nSc57jztr&KI;8RGE`E)DbHgPI@tVKH0$(J{y
ziwdjmk2XKF*M#q`3e@g9oSvxbJX71?W3sV%X9olAmE<~A#J<`8N{bpVvzG<xW~)Tj
z1J4zR<hu}7AKo^nKC8)*wsy)1g(<g5f*EAnW*8p(^0EI=<hWeh^4QVbh4WPuef+81
z`%`cHgev^SK5c<VY+<_Qk4hK&k#3OMYt-zCaF$T9r_?t0@h0KN(mdBcgoSG}v9Y$e
z4S}G542MsWgg=z@7IDCL0gnNNX~*-rj_u7O0m~2G)h8P#{0VPWSDn@;5BDNU0SRQ5
zLT?f?2wmpdYl%KLkc-wFwc{KfWkt?bJ+Yc@bjN~zm#RQCEAV*<5>9?iPi;+)Qx*nh
zTjpeOWWPw??;d_Gb2(Nm_My7i2ye$-zA5bcPbV4{*iUbShn24%MQavJH_+Z4{d|-~
zQXIBof5HY(#`5T@cSdLQs380-fM{3dg@95Kc#2+ejI+P00tPc51EUQuE*e<n$VY!8
zsQ!k*l%t?$S#zqBTyp6HWuHiaw}p-O@$4d9A)M8R`2+*9-<+zu*B0uz@7_M1jH>~@
zm+FTq<8>$NhkCm1r!!5e<(v!S%ql5HNU^-K7zahS_3dD$MY7WOUqF4CbrHhqe%U;1
z)PJz_X_~oh?h6#byKA^L#V8(12|UDYxYDw6i*IZe+ILaRaUNCh(>F(Kxp;&NAdnz;
zA-3s0vNcETFe$3q{fr5o+dSj5x@{%I>!~?#yj5p^3o)v^U~dA4N4?oq@H!0N6G|Si
ziHAkZ_yL|tkI|f{eWUaU4tJO<_&ZVJSsnVKCE41;4rK_MJ}P1#KC(mZ?k-Pk({im)
z!A61H^e`B3?+^{&NizKya=_nxn=^I6-;En_)0lRsVie0dWz+uY!xW7b{9$GS!NO-~
z;~T|=`wc|KcW1ThLyoVPw$JtI;jjVHhT6+5hLZ4H2zadM@lg6IN=d_-4M~_@N-nqL
zZwFYHNi^bScIy_kJAE0M=_ghI%ZCB8R)h(6#odJ_LL8yI%^k8}d>4x#v1fmGQwTN%
zJY>5`l*IF0#@;AKX#eU78Ex2_;^@&%M85VGSGq`TUSz+tGM8q3zHUgRy;E5WVf+-H
zAQd$BTCb(k=1EKWT`C<M=SK9t*aJTf$ETxmFN!&xq53)s_^mO-Ub|%v7wE-@EXNWy
zx7~+DOD2pj;$IiyAE{Zqfw`HqM{mPy!&q6@idmfsm=R)&<sGzyIrO`MNc-|r6XS|3
zKGBq^8mGm8Bgdk1@YD*0rBX^vC&ZIO2`8m4OwKU2sj$a!^K<0SaZomAjqq!tMznqK
z7(`VT5)#I+LLbxy?<jg@GmG+aQ3*v`^pbg*hrihAYtRq(s+wQk=19V5v1v?0<XT+z
z8E*0;Kp-t-w-MJ_g*7by(2yA_Rq$wQx~~mW8H<DRzI1~$Q<i^UqQoA=i4Lv5@{L)c
zusK*;<WR7CRyB0PTQdHfB8jV=<yo0d#l-}xX>}Oj_5sCjvpGeJmuVl0E)@A^s}zUU
zO%Qno>@RPRJwp?UcxBL7R4j|iiBDZV6hLf>vhA}ohSpRev`8WBE@_`o)AQ<NttS6O
zKHK{R4I0)k+GnW=sBN#xMgexu7Rc5IjXPit!pySbGN#QZY=OpNrVeWzHSdlD`B;ng
zr)d|1^l0Z3wYVhHTkpkRH-uJBg`mDOvd=)~{^s=9PCCo_x`AQ9U7LV-i?+%pFyt3r
zimw{I%)Rf)MoJ^4K@~$TvrjZyxCEHY-NvdbYk#M$C;iUzhJVronJRAw6htl&AJ$=@
zMX2+t>k{)Wc6-wk$^}n%`c5XcNHN^!{o)-d78173jxKs~fTG(^b&|5J6%xv7^}z$C
zTIpzvM%Z5wJd4(c**9B49}%5HNGRG#0z={A=(QluX3HHF3P7_9C~qH>H|o=Xq(PRk
zHGXetWBML>ORSredBA=)FULpMqsokO)JfRzxm@*gxf8*jIG#rCgnBA@4m2Ypk~MC-
zW@oxB@w)Ue4dveS7-odV8s9qc4nw~z6~#nN93mT+wIbEHn=Br~!?>NOCL%pSgUx*C
z#&{%-&861^IrQrVCXzjNug6ktn@v6Vw0{TQk)NJv#k31~STb!0CN1zIX*vbtVz&p4
zTQ4W|4JFKsngy->Jp{Tbfq5c6f`Cx?#lX{4OU;y5v)<S^BfSDSNFse4Md-m{w^gE4
zm90V^K`mh3*fie{Nh2EEF4r^W7sqi-aKe1V@xEP?j`jdkQo-eB+aLz|358ejp>afC
z7m<3KzOQeY2O*Uqi7WN7Pbt#W3^*tJtneOJsZeSEM|i`glkD`~>wuVHk4#=NU11Kd
z%4Zn$+o)=(gLjOGd|hU62TP2I+~u~a<=7RK8*llJ`!9(e$bs`9L_H9tuoo7XyjkWE
z9(fxpM%=X61H%wQbVE)Od26m{oV_(kEO9n}+1WNPt0Z>E#1tEO{8QxX$FzgJux4)L
z<}xpr2hn&%$X3-&c*ZDC4roY2L>pm0W01>^>bD{ahtUM3FsQ(cR|RS^M^aM54-u^E
z*x8$VyXD9U`S|HWS*J49L=LCSzYU06yCIk=^g&b7ZAt9?jdHS=VXRfL%Y^9WhcC$G
zTd;6$O0J%+Zs2%aD|jp1cEghdW;a#Se#Qgk8o?k%a*;hTe2z9TY}lAb8q}KHdzHJ4
zwt2`~&-H0JaG(1{+&8z7^>!Cpd47cJfzO_XKqRI&ez0XO>f?rHeC=Uh7j@$peWu5>
z&;95vVp5qdRM)VlMN8}?P~BKc)v@~e;}At}HhjiXiu(^~`;2y!m-=_>mMFSRnS==P
z{j8ymFlI=XXZShtX|znrQn|aaU~v4#?u6Dgyr^e6{LFv~Q3|0iFG}w6oFB)YgDQ*u
zmQ}OAl(l({0knwucD-!|ySlk|o|AaD{d0tf?0f}(jqrkxX@Q^jB<Nr8Cp_C_f{fCu
zW!OXIj&kp*%3{;DK*x&s?8d6~*hLtIljNB;G=ZIJqIh7zi_B_n0%YzF51O<oYMzlQ
zZNd&b#(Nytm!=e?X~fMcC^1D8F&cq(2#-wc*;>z~Oj1i%+E24N2%aWsj0jIbKhYhV
z8qGzzGePo9wZD8<4e^eSj|Nw1xk3@Ib9-he@l?v5MGs`a5PRt}vh4hFb+?k&($`(c
z=yEC~;?PJ*3O5m7l;viS<w1E*MZUVHt!C~mWR$2`KM$kxXbFF0DN4jjuFm%{yeT(K
zR0_?${1&6(U=NGB9xH4Zwez;&J-yLe;1THY1SD&7;`3aOWBN%wI3)IQJ<|K3q3$N`
z+h%s$9seXAVrbTqC#n^cPX!emTo7Q}pgEz4rblQ27=I5m>-sN`cEqE5mfi;Vm&ap}
z=^<ny5bxwu+paBrNV8(~1Vf1>U-jugqT9kG3<+kBBY+~J`|w^o<Awp&GTutsQvxiN
zlxR;pXOw1rAv;6UXe1iBw_N71ws#zP^cXt$SH}6MPsvxsJs(=*83evfGzy__mAAsh
zSeB)luk%A@bt&d_q}|qqV}0i&OEVnWG9FN9xkwJ<>C$CwM>V}>?TUBT!MwO1z&-?{
zVnn!#PD5xAKCzS{l;zelRE1t<#v-3`kEqP-ov$&rlx(bOTAukNSL{bXdFo!TMhjPp
zXpk_rb->Eo0NcEP5ylePn`r^Vrd`wqf}R*wE#-sHnT95vUfiJ%!B~QMc&Pl&L<Wx@
z&XGW-T+@0)C4a3er~r(50>&1Z1)xY9mdx@(n~W<Q#@4qrPu^E7x^9Ab<nekUiwg2k
zYai~Apf#FH^hAX|wLx}{8oo|x-y!a+;N5g$43(Bv!DQmvHL!Q0O_W<5A^t&Yh6&YB
zf?|maNLG}@1NUd2bNNE4gN-bwVI|(g2ai_8zq6hi>YK^YdIH%FtD0V)BNrLekM~f|
z)MuZ0%(I`eMs(Y7Iwl579{G!(Q1(skNk!9jxui+!c}3_RzSlc6{x7K~WnP5|Qz6hA
zzEqLlcObzN3|9V}gJhV=v4#36i?-?$XX((%mydi?6xFClg((R`W^^m?9QQ<Iqi^y#
zJfV9M_~iM?Zq)`=RUD1hK{Cq*+UrhA$ih!Y*vW47l*?9Qm`}qNZyIO?j;9%>JmN(?
z)cE8n$avpKQ=e&+Tc#IHuVpm-lRA?&wQsxFmjFotn>bIoTIC5I8pf6|_E^r~X8Z9x
zlc#tXPx*aGa&Sc|B#AIwAT1K%Og4P3$McyY4JmrKnG+}w(zcALy?bbq(nME;d!L^C
zo-cFvya~1N;Ix||K41K>CbfsW{V{MX59&YRu0IBY!36YpP2ja6)v(GhLz6)86&s;7
zDDYuHM4_PRX4R^oPhr~05J<Tc2S8iX8GG18bEpVWGfw)OC_@?&uk}VHk*JCH4Q8O@
zcINlQM!Z1afrh5Y6}?{-WF6r3JPIb>y78Sl1yr*)MKE^n2QQ-dLo^0l9$m_AS!$^3
zK^9Fys?G8-xvCGiPr6T7>_6C{Cn(fK!!~<PTiP#uLT?~CP_vIc(8kfxLWz-`DV&Xc
zGdve_1P>p}NGluxDI42NChb+HVp?v}*2j#-PT~crLN<~LH97G*O{|Kj|EXlo=!VQp
zt!4@lWDl&q!Mv`2gYXtxDX|%bE(TeKTWA0F;5MI&O(2^-Mt^wZE53bQoM&!)>!+Q#
zEwOw({R($2iw8PiJ`rtIK(%gEWw&BH?0|P!a|x((f!gJ+-RJfSk??{V6lZ6S*;Tq@
zqv5&#-k_duXVw%e_P+Y5NF7a;cE(Grqml#fBEjSr3|=9zB_<8r8Xo#7pQv$S^-(>9
z38U|b<UOZR6rg<~sBo|=KH;V)l{jW6qug=5gm4%Jxv!;3Sznw>;mKMKep%NI+}n?0
z(AlRf$aj|bSKrc@J?tOKGqRnOx0=&E8Jx>W3CaW;R&9ZdZGBWq{#=|ez&cVh7Mu7c
zvywmQtI2U8dw&c7fV@tO)4?YqJsN_i&HF>$+d!MFN?Y5PL9veJvZj*Ac5Q+WUZKtQ
zr^6-1cXiRATjf>NTG4r4OPzUM50|Ga%lX=K;e9t!^n2ng3Fep=QTjT)opXLt_^%tu
z1X{$D0BMPW<rZd*Pu1``7}Hd+c>5n7p_k}@J2<)MDR8X;W^{Cd>3I?S%F^wYrlF!C
zItJa8go4uX5#}lggR<ofKRghrvSf+bsBAfC*~q4UMcC_aL7h$V<l}l;G=@Ta5G>fe
z7<(ap<wsO$$`7EANFkSrY5h4>6S-c6;$YfVbKNrGD;n6plQ4y()FxyM@nsbgta#qY
zJkZVZz=L!GYhA|Vi3ACQ)-_i>`_D?VqAJFntZ<c_PaX8-indv!f=~y|oDdb;I6RLB
z{m3~Gl=vRV7u()p>!B%c8@o>N;C1D5jNXWjJp*Qsm#>?T1-w<QIxAsgg5Jc2WXs=x
zhZEbk6a_qvS(WHd?SvDDHyWZ-GP21gwS&CBK6scWHY?<_c2}S?(aglx#-e#vP50Uj
zV!FO!EoLa+iX5oxanq<2B$$rrZmw82M9>3;IR#v7;Mnxj2bsE6;%UR=AHhzgN%_J}
z`@LC^455&{ALzyLB7hPu9$o>W|5^^LFHWY{X|dTWRWStk+rskPu1i^Sc?P**9#)O2
zqKr+d<UE3<`n2L34Aanp0)#4G+=A}8$YM$KFt|ahz3b`0P{w*LLT8X`2whCk!<NsK
z0kQrd*((Qj4|P{CNU~agb&@@~hmjcz9?#E%HjDX#K#XqNCUFd>iRkk|y6k}0UX6EC
z>90G(D>X$UDCuI8!Kgfd@ajSIcwLr8E-lpSNLxbk>;(s<wEAoIl)Z|j?g0cfS>bIj
z7elPINsp<@Tri7?JZ<<PY(9p31nVeFGHX>hrNHd%CTVK5zE<A4WY27Rh}7_o1QJMb
zc`fQhFKBhhVeplFmsk7BltauLxLnFx;6okUlr+urV5}9&tb4X3M-_cFDWCeD5zBB5
zzDDrCd<7SiFL<kD#&UxufP8<A$X8e2dLO{=cYkItPKj~LuPtXcCOV2>!jSoKYncy(
zq=1EPr9ia88ovUMFG;G8W`T-DhC}hxi)RjGeQJc`QDJksGEKLf6*gl&j_uSZIm`jV
zq640&HZ-r?X{OPb_tcQZ=QlM*pNE~sUd5dkw(Uu(cao~M6pZ0eHIQ?)=TP85PB%`|
z2j)LfGvFND?&4=}P}n-Wm)eR9l976O%grao2R#+Nx0D>$wbeo`n9yFd+31O)b=<?v
z*P<U}Za-Jtg@(fF&U!UEQwVR%%2P^0fNj3%>wp>~i{iQ{W>i>0bw^aq<IaYxpuBI3
zVzC`c?xPjeB(wzmq<+y)qF=o8`5dMn7QYtRdSf0ZnxpFXTpI)G9ZaoI3FHTa7Wu^p
z<N}){B3`lEkw+xpTg|k6kDh$C=>;3O1};Vv42N&WHYKd@-zQ@zE4vNZvakg6lss(T
zmk5^B@ac;iL2tNb2w2sau}xC5;Gl+HYniK}z7D1pN)P6^iER`E{aDchelcgWiMx?N
z!5PVKPI5MKs$7}w7OH(TDgh%!tw9Xh%&j!B^19^K)qFU2H7hXI=ebQCUd^FVZ3i7t
z;Me1WP|>OCtbJ+8;MCH1>jn@}xb65!Vy2{@LsfBE_<m6n2b34T@Avb$U-H21RoFt;
zf=VJfb2}O7@}g!}Ah8cF;Hh)4O*iCA{jdg&{h@am*x{l^&lic`Ey4Ln7B4v8c=><_
zj}Bn8qVwv6XG0P#p+aTMY{CO<I*nssDe?gtLk7iQ*bvuSS0sxm@$Dwx9%3Z1Ctfny
zWBr=uaDxqVaeO}PXERH{O^AE&oAi&MhqB?wo<8&YgkI~HrniPi%kF#Z<QpcrHf+N)
zSc$?DT;WI*U8P%tl3o+`35HY%f0v{bb4BDG6E}jzRzJF_VkL?}65Xy441Lk5?_q>?
z*vGhj%>4U-hba?C9~ECccVVNKs?>VUPGm03hxjzd`tfJerF&&VD!$i{<la%-MF@N+
zK9q`_<?Ph+bcLti#|887F(X;y5E?(E4YdPAc?wcU=C$chX^mc6YAX`ycUdR|!0v*b
z5TgqculXQC)re_c2Sd{?8try{6++jDTfH6`ACF>`6}xrZi^Q;G_L_3GX&*kuHC^sK
zq;i+z{jHigpICqUcO>ctbc~FqLZ7mxeLDO+MJ28?P@_tD?Y-ljxIr35b~}>ZgQ$+|
zMSLy=73`$51Wy?%%|@8RTzh)pK9q!ZSz$;DqP|riTgUM$zWF$b>vxpzlJ+!K*ue-T
zm@QmK+`*vmOrZ%AXjyCBoOd;wl*DkOxQXO5y5auhsU+u#-CMTV;N>>hIjOB14mo_3
z?NJ8qljys1>rNg0_yxV>6T@&h<gEcGTB^ONO?C?JNo-Bsho6e>J?@78&<q>0;p0Ng
z={rrmf@DhNfjKOQP!(zntsDNS>=S2&l3N*@A@b=UWSD}b%1dEbnc#FD<enG@d#)GD
zePSuBUL8|LIC1RUrjU%VS&u%4Pqq|7N;Z6uyZLHjJ<G{NFLoctY3Z$)FU`iIN;-dS
z4ElJDsEoVDqwm9*CHMefP|cx=8hY!38J_+(Yf4^5i%XHn$*4gZA$&@IkC#J!T@0V%
zg;huqtEtx0_DR>$WcEzr5{i7)`$B9a_{K3K`W^_h)~n!_ipl_(&6EZ0+B*|TdDIP_
zPJ2&6Y8MEi=GR}dj>zAL@^pa37J|v_Q)z<nr@<I{A7{sFj~yMf;0cS~XkSWm-#XF;
zYxBl^`J@T4XtdS21-Om=0Im#J97H+a!JJz{uuYtivV+jK72xWM8fJ1zNH+?@d0?<R
z(?s1p7$DOG#3daxI1-I)Tv^H|_cJ&e+k~qVz-sE34>LJ#KG88+ZNIiu^U2c?ES1iY
zxDu%V9f^a)u>(J>y5*&Bcj@W%7%7tlD<`EI`kq#<jq&I`rOa1%@qPH<-cUcu6DfI_
ze^VSyEk$FoEg6!_;WVO@<uP$x+EL++Vv@0TYEiY;l)I#A>d)`U28Ij@+uA%7@E4hE
zLkq_w@mm*Sn$m^~wz*%N*G|tW6c3AAe2t(Ij{Sya|884;<`~^<C<4A}x)+`i137+v
zk$ROV%#M^bJ)o>ubwea-nr$1&+HF4v5MD|2a&T1cU34xYskQm_*kY%&5%*N;{MQ5r
z4YxJfBG+Vm0bI9LDN+~}D`kZ+uuURpHm6^yF)P5lP_~}Q&dW6+L8a&m{&)l0#76Dd
z>oJ24Yzm6xy%m28viNj!zaSbjD5bK%TT2tPt<TM_&F1*(QyWETrBUo+Kx;syJWh7o
z`ZQ(MC|Rr*pH&|x9ycP`_&i?7W~iVr`$d(cQ&+AOyfA5iMZ}(`c0T`v#+TQTEic7V
zbsU`EDWI7ZVV8$a1h*H)ld+kYBQ<H{xQ;8+F~5H15p+GvZ7<iyR4sDE|6MS)fOqcP
z?Ck5^pm*;!r9-Z>1u#e~%FJMXF5Q{l5rZTC1SU8r?cg1>=~d3OMpqOV<fiEYla@Y(
z*GyYAk&oCy4&&+sEs?AB68vM4Ax8LsoyL8pqzzg@9SRjr=?6EqJqKHOdYx&F%>x8v
zM0?+Vq74e@@F(W!L4EbqM*xy#jVjZQd@`G}lRak!Rorb@SXA1C5>>$yhU=Dw0JwPI
zzOv!-1x9H+uB|t>z<Owl(W0_DUwhT9IzD{(!L_P2*f@ifrBS~&RnbhO%~95@gg(?G
zJHF*!QDaJ6hs4?w4ias~w`lu5H$`u{5_b{`Gn5~t$gPUj2TyBYwDFUPo9z=$OGylc
zxVkFs(krK+O-*q{=a#}f9@NZ6-|!tn<=L)}b<LD>$n(2X#;3z$6#{R=ju!3nL=$OT
zMgNY3phF?N(|wmE_*cDEifZb}pC}F1<T};i$OP#tSqTIN=O6Kd`<9EmLkz@RxC4n)
z`h?b3+&VSg_gcUP?P6wa0y?K7v&h8#K5h?<8h11<g@eSWRZ8HHHnXM<OMXQZG?poS
zJN35|A-SFM5%i!6CIo34c#Kdy#q?<(<4ovIEAG=Verhx@BkyYmvz6}{`tTGLLdffI
z?W41{phn9J2GU*+c?VTxjbWuZ!6iDxmL6(7M6${(oNN&YMYZ^G5xB6>jK|FnPj-w7
z?hL+tih|8Xr7U_4EEq?iqo<ltno;F|cpLGqOT4(7LSpEIk=^FQY<${DbN^U-zG#^1
z6)BmVoA0sSRwuk=AtK}^8Oo>0K@i}Q-Nd0`%a{t5NZ%muNDpEnd?$T)9E&JKF6O!(
zfbG^I8@xBAW!Q3^=sEN|KI7yFu$F|^M2iK=+Ocpj4y}5yB(eC8<E-(?+L_Y86KD;J
z13iHkQ-zzBQ4M4wRB8>6&q3GYOA8`mDUo!wm%$Q9S#Px<j7%J#C;rTRr{#K&GFiQI
zEZ%x+Nq+!SQiiyzeKMZzeI<42$^jo4dHw^hO)ms6i1jHO^|vAfIgCu^9rN0~n5Hy^
zJOc_RnfI89=3n8U(1+QgbCgs*JvF;uxbr6YGy-CZLyh{41yxvdYKK)WyW%lr`yx~p
zt#*3OhNqqBQNJvaTh-}$SpiSrfURY<GJ1DuJR_o@2^`K8R90SB8PhYyfgqbq`1TwR
zGBj*<pIQ2))4M)uOH4gmklcZg_vB&m)yF@zL5R+Kb_p(V`ULD(R7?5aylD>;a7?*#
zdlW1UDUxII1l(3B)IEae<)>UPmnxIHp^nAfR2x0`Hq+D(Bo1U>$Cr}8GE*608o5?I
zp>^EvN7_f_Bz>2NzY}4!L(N}{GBA>^!ufQlm~(@r$n^xlyi#2to{h9&aHeE|N?c4K
z2Y+RmVq#&m0xR!DVL`pUWp&rb2Ur+c_tFiGC8y+uPg?viaiF(b9J0gQjd@6nxs<vm
zPuIW!KH?<~^P&AgR9oxYLsHExLrDY7vw>MI{(K`XjjD76d3OvLM#aZDEP3E}<Ann;
zcncMin2VuayL1+$32xkonlE*n`Q+SgT+p(=Dms0*!34-J6Tj6J`H@;Ht@d#*!So~V
zfYp;hZBm)^ZhwJw^&z4t=CO`V`2kbbQv%!G(kSS_lADD>Z&$$v?66AQNG%a9KSt<%
z28U4$&7-!r(v_ZCAMTOiqiI#{GYt&ydw?65bz<SpWB)L!MPOZfY8l$h8I9`1@KrM9
zN$HIh4sy9yL{vMZufk6^V8sS#A5k2+XCaslxR5d)N-7Y5&u^lexsWcmOG6Pc@Fs=G
zRWFh9qnRBWx{$s(u(+if+mIg#E{`~GnC8cnLG?c8HO5x$WC73+pk-~cx?C$5OMV-f
zw1+V98p2br4>{Qb(msJH6YD*Da(S|iHU_hWFIRC~FZ?42a!Cx{;%DZ*4qklVo({J&
zkeex)Ys#MwSp;ml;TF3&jEA=zkkW)jxuVffay<z=EWO>HsBK%b0>g`e7kX#C^`ue$
zD1D`M)(y4>NzxbNR!wRE6czW<wd)JrM$hHj)?~!ou}a5;A2^eVvF<<*$VE7=r4sM~
zZr)py&)~^@&IqFr+Cy-Q*}hmnP9uT>_<y??ES2bVR41X$!M*OL&3J;A`6ae=k&ZAW
z=KB7e<!Yoi-cgeprMGgt*q!e@T$!NF$D=``g;B5`K&m&zxW?7<*-Ab(%9R)=o`zJ|
zr_BsGsl8NH{Sz-%+if!62VA2a{0E<PAM_a}65SFmpv4R;ns^G~mMz}6N>Q7J5Rkn?
zs=}TwkO=5^&(L3Ia#Zj>&cMv*ltK#}Hm2NDfe9+OXLb_~-)UymJ%`W_VZsj8?hQ3e
zNp`j&EGo9Yt`qD$Yu%pg&Bzia$MTd^bK>KoV|;zQ*Z=`B!d&;Xx4sD!VemM1X~tqD
zp+P&@)$xK6l#K$_=4yfTN7T}+cFK=frgv-!*DD5wgBt2~%yZh*y-lGO8c_32seQ`#
z3Xd^llNnFTvtJ41%fXphb2~T9nER$}ufs=CB^5fayWeCk>^&*(=u^*bV63PS7ML+=
zvN`n~#e!DU$S;y6-gE~uzr)&iwtM+&RSfVGsKy3VLv!|ti<^_>`|f70pWC~gvqCBw
zn3)hWDH_~0v2h?~XFl8A3FNj^Ho0ee|E`hAJz@aY*9tWeTN?-9Z_fVnwI7_EiLr%&
zu&pz^&e>U9z}|5HZeUphutewkQ+%uWIcq1Uc-PiQ#l(SF2l!D`oR~?~#MyzENy-}d
z0K#AYihTVmMST0`)^WsVr;FU<B4#;fw1fv907<Rc*}gs6Jr?5gO68k3iJ8Ql9VAp7
zfF(nq(<JV(5wijd=Rm`fxW@`S_<EMaJ$7Oa5MQ=3{MmWpzyX3zQB?&J({r$V{h6vN
z3penjGvt840Ka1;<^b_TgN`_fS%5oBzJA5RPRzm$I)VrO5cs&D-mIYC0dI9))pT|z
zO$Ea{CPwEsld?YBFb?4U3cQpxaEBo~^Vgj%z%N;t;W@rBP@nx42r}2#8=f6<0Uzea
zsX$D=k;0#S2>@RAYb}+OH7gtNc|b?-K+su$^w%6e{T2u($4_?!4iLcob;!U+Vgp|H
z>q`e-2slc>S3uA1!U+#JAN1MFV*$d(!Sd6$EWqdeaR|I42lLmW^0RZffrsC3!@|N2
z&++3vEX*9hhd4hMh}sXaI)BhJ;r^*hAqUG>7=DNBR0=5CckOJ?>dfFB?%oF~#E-s(
zUnPr4Mb6-!C2(wCUyZPZ!#zclyCSyMcD6QWx&v%>_=|!ypk)0hSX=J>=lO%r$9)FI
z4>pl=OfLd-DSF(CT?{UP5bM{?;C~aL|BWB_(v0sM-+6O?FutD)<DZcFrqK`VfTHkC
zTbWeu8#;jg1F~7fOd1x(4(34dCT5Z}u`n}t0DZg+P+wK*Zvyp?F)ecdt;u;c<_}Ri
zH%u1*0&rhuzds9*+vXcWm!n$dVEt-?e-9yWBrq_rS1G#+)+jJ&)QC9D`u~&6T=J_m
zZe}rkFz{bYyC7iB&|+a`{x%Dq8|VuVaxh;8!V87pmyxlr#`gCRWB~^uxUFCfFAyMT
z@R#6gwA3d{`4u?lLq5ZS<3}@Q&|G!_8vxg3Hg>WA_cMJHFCfnt(`CT<TekcMIB*Jo
z6&w$62<U%M5YGkrEd+!u!><rO2NEQX>|Ec)5j5*xfSdz3|DQWC|E|en`)B5cf6nBA
z#to9m?*N_qD;EF)aD7#zzvN#04VeVGo}d@;cNO+OS0>MZ{F6+cxp@~L=U}-E<i9@+
ze~Ti15AlD)qx*)?&(rX?sre_D7r=cPJ9(jP>?O=3+t>H-djS2Ig^@WgZ6+HR8^P#N
ze`(u5gFh1)&hN9ydGPQjG5Q(;{WZ-6I*H$AlS?`)Y=3Ju`7THQyx$89OV5?-hu?c1
zS6x5~z<n8o`+c9}8xP6v$<vQ%_aE>{&WC)4!%sd5C}#c>Hs8_#e`SLF8_^S}Ycw!r
z@O$9=dr|~U?fglK&Jz<Ckm3M_?f)-aiEmvi|0YoXoGSquH%OFzxDuco$_0P`++U~o
zzh;owfXudE<I77Lq;Flte-EJ_dWJ}JX}kRkKi9LT5sYu`*QWdokTaCHS-*R!z;xB0
zJpy3r>9<AeM@9#pNz}yA!pKD8uEB#p#0$jdxu3s?*B|yGUNKQz^@6_Ysdd%y<v+0>
z0SCxzp4r!*dqH!2=co87q~Kt`jD@}E=KQ-Rb~&yXNWhNSX7R8vdJOwT1_cF)I)XQJ
zpmr=HB8N6Q2M#+41<zc+kT)|IvyeUsi-8BT!F%Q+K?2x7@)OHK5|qx({jvA;Ge{?y
zjt4Gp`FCCQAUtjP=D=o>1l*zgCb_`Dw&1~F3EGSFpsbO=yvco0<=9qIEqth1VLe}z
z()eIRh)zBmg=G@06PzHc;WZEyHoR(e`+uU<?YY>WX$UaS^W6pc&K~y%1-VS3>_Uw6
zFY8AvNI(3)>xZ>)J~lKGdKvv~94kzWzoH-fQHu{pUB~+w_1^MV%{ti-uiYSF-mm3^
z6ncyawk8867)dU4bj7l}4jHxHF<)W1^JV^>4P=wrZOMN5w?VtxZ}qo$o*A${x`D*A
zeK<7~Ncqx|QR=_7VF$-|E;zuCR<|6WB*%q-h65Ov{B^hdYSOrxH2#lF8fRjEanb<g
z?=LC{+oim!3kzER?yO;?udi=xY;0&~YHEtx?eXMEAl#fHG&5LroNr9%Gw-P2;D<%m
z7#Zb}9o4Z-Q}R4*OpOgqO=hPiuVZ4PVPWAv6;u_~j7W}4^bUoZHjN18c7_zCFu{se
zRfVBZR8o(Q!oEKB*$}4si6`2ep{@Z9)cxCJDhM)pO>p$xA=_oqCasW_z>De|8_c4`
zDt)N1bJ&H0g~yF1=IZU~YHib05qg>&91|EB7$YMn{h@b^myd*>szG1T>*!PW^qimu
zg7pI>T}M-KN)AFLs7DV^eQI+v!;<QS;9P377lZo9KD_~?Lvd^2JQ>=j_`p#6Iar7C
zjn>P%+bNKFu?+EJx1+FTj8lkTz3J@eCZWz-#EBhXHENCJ_YXsswsSrWyN_^?_xMq_
zTI+)$oG0AAScv@Sv{Ww!?;pJ?)A2_CROvd?*!Ez#io`KN*>y>l{uZfpX1#^ny>fyE
zm(%$!A-E)g`ujHHoq-we<at<+1gY)?(<Z_gJJAo_n>^`4(SxSg+uC^@`Z>{5wY_Gc
z3*HXw8GWW9?$d#isot_IqWV+9=!x05f!()O$tuay2E<gbjxTf7B!$Koo>%C)?H{`<
zdNl})2~-zZx)}v!r5<HRSzw7hPnFG!5aV!SkB$`aR$qFjn5ou5n#haS*^w$lw_{G-
zM{6AU<_40<bZ-jQL-uG3td|`#VScQ4&3l9R@j6T4wT$mch~RRwo3|1Yrdr`X9WU8f
z+cqO|Kf;Zk7#QH(?OBP}NnSDl!)-@ZD~9c!zg4~ZzIh<I9!Yxb%W;Vg6=zSrlwDsO
z1d<)NKiZokR_z&Uf%~7|b#Z#5*Sa|FPBj6dx{Pi+m_Q9aiLdg(3gL^olUXq2bg;1e
z5D00N{p8$7vD;9SJHziABNa^Lg|zr*J6?rVEjr%dv3F7QQfc3@*5b%u937Xw{WvZ(
z@QJscbl<Q*M%u%f#{hgz6zL+1(V+dP1cbEFkeC+dL61J(T0?2^w<H!Ba-$eoZ*ZdZ
z52EXL5^A~hEUmRj7}a~p6Cy(Vp2#S=nhIH%03}21OKTNP<V{ED&Z#2;`j8NM0@t*S
z1j-#k@KhxhdvEj>aS6!7O3nE^NjUow7B*Ja68rVw*SQM`n!`L?+$i!B=C;7CeHr8w
z-Cf`bsHTSC)moy;@>+5#IucHH*KRN%sfpp*3+W=On@%i1M<jAT*z*-_rN~G(fu@Lv
zjeU%Yfj0dax*Dfa8LV;!s+8E<JJ>%iJlwtL+D%<T8~KU5h(*C9iw+*a4w^%QgM%=1
z`bI`j1rIzKT|DzYfENsdGce<|fGr7kbdrK4y$X>#b7=oq9>@VQNM}}xoBM~q3#zub
zXu4Q0lg+(Y>hbTIuI2a!%PD=F_BY`bZMA{cco<TG2^>77nilwR^vFookeoNPBP4lC
zRs68?L|~}IuBT3<aB0CJGfKmt(SB-h6q5h^z^Mz#_MU$-%}~8-a@_3xO$FkjFQ@ik
zBHhW)nwbfxB+*^r$fYK@{EqYAVu^YYi-~kF(;MPI3n#!|dmmF)08a(nj`Q#kO(=v^
z0+aOcp@Ag0;cZO$B_B=sXrs<ZJc%%u^cLetBN1N66<l9$#rU|G7O90>GGr3G3eU(f
zpP=}Am|==5(=+8s$@Sn2m}0ZcltsQPOQ+qW7c0=kL?))np&9M?VjD~`jcL2dEuxTv
z4%3wD>>Pm=oo<6I9lo<E1I5DBvtyK_zaS;1@0~<>M?>0Nd~&Sd<H8$k!-Q?^5A{qq
z+QP#b0bj_dgl{cr_Gs-`J|CUmLG4>E#V;(6=?ga^kYfZyvb)<QycST!w>@?;3&5GJ
zJN=k_bDAv+hHs0#sbg~JOXzLO-DmHdz2eUu-#1@|3?RK?6ciPi3W5~Q9AB1aB&G)}
zcn%8+t$7G)`XAW??+llAzA0c!a(j!m$$f)&)O3ioFL%!3nk;+L+gREcV|J{G?jqf;
z9Jo8$G0Ge_!e8nSu~#H;bgixKi3*?A*}spgYjo$2(oAH4*eWqus~MVV#|=5{pmoxV
zQ(NIE>7?z`vdN?)3v-BhnK+-X$95y-IP#GN)8T==1T4KH&Ag=(jYY8x!)F!ZiS}oG
zSYK*JKi%)FF<|b{8fC8SWT-!KS{y>HJRap)i$ivW8KT&v`Gul@#2+-ra|6ByhM*PW
zi;BW_8AZ9UTK(_p$yILpDmQ(Vo4(3T|3~JgL1y#Jmi{3(4JtYLlZCxZS?+~$mw(s7
zF2^=lE+`VTz6sYcvN23-6Ge~63`J&8A8w-v77@X3lJmzVe~-Kzo!Yw4+a&c)jGBvD
z9^1=1_`Q%1{D~z~N8jGT!9*l`Vls`^+ue=2*W6U7gBuO_g10tT;b6VeaKa$Mflf#o
z?8YpC4jzn<mrq2R`G6v(4>=lSCBME3Q7ahunHv%o?&2{EazntZR0ywFlK<OTk~!GE
zReb^X+<f;wK=t((b%XUXY3ZvJ+*Jzh|3(T9B=%>z@bkJ2sL1%Df&jN|{q-F6m3w|g
z7IZ~raYbeE|9dJ64v^VAv!#D<&so1!sQ<h&&UzX5{Ay+Vipt`@c4ZtS=^(G;r<HNm
zv-1Bxc^#Kp8NXWiyIT0WTKKzK`1>~({=U^L{Jii7+DdWJbg^HpXIydrU2*?8J-R0%
zQW&gJ)m<?-Sui3WiZpfCz$62eUVRI{V_$9DjXkm+YAkvRJ3(IbDqy+_m_TOpPXQBX
zE7qSZ>}3KbmJ9p9{^bRYxU&Tf%=XR2kMW6vnJkfz=@!pLf@8|7jqT0N$tvf2y+nso
zpRtx|-r(V)sfLAuX?-nhXQ#vypg4JazMwINUr56zpu#$8TfaN~bhW97Vf-C90nO=&
zApsTa<FrQT6za#sc1KPOE9;oBy@)>aT_nCHB*t@KDYwuT@nF$=nM*5(urpu{$ysU}
zu6wZ)4^W^^%SU{spvWb(U}-UzxT6~B%vdRco&*O8>jx<onoQoKV$qWRHj2t#4NX{R
z;)#a}I~BDyX@*&dC0j7&=5WVcj!z~mf!qsPPq2u%vUHp2jfz%u!=Q@&r>RtcC;s~P
zkwiT(KKOjAtf2W?SplaueJ$yli$+*h$g8^BFFqtPq_Z!U<v!A5R<?f-M;VtP3B5m8
zoK&(jAYRkAOp-BT!KrIamqjG;z)zbt1!r=CJ<2_sW9(q{Eh^31ho>);9(9<>qd?Bl
zcuY2zbm7;0T;YAb4oUMlvd?y4DY2`hnHiD}B_;dzEv)2)XH9cPJR+T2M(lI_$w3;|
z6FLfLB1%gwViIqg@f|-U`*M%RvHHzRlT5&C6|g}``ezJk+I5r09H*Yq`&O(=WwaSq
zJlK<sFDb0C^y5zn6?<2u)9ahY=bR)+2dX!~?rRVpy`Vc3coLx3w{N4;x4*LJpi6<-
zB}Z+N4xXXxh!M1HCJY`zL=(EMoNy|IrIUXDL6pU9-Slk}zDDL#PHYXY9-YKRuZpUd
z0b14tV>jrNj>g6sI)>^`oRE(oL$`N=eo<5bYzXtMaFYA`vIeNJ(nS?vy-fUcm9@Rf
z+FoUCubhx8Cj?|R|Kx;#dL4eVu;-i4fAmUZGBO}$W(54)W)JW!R{S~33;5c>=NG;1
z{;(nX!!xZYf-3v=@kJHYL8cNEtB;T7S`A(x%NY1FFp(Wi6y4YgxK$v!!XonGi|y*T
z066(VLedH)h0bu%kSw-hpy=2W!DGdf@}t!J&Q#j00-Bm)CZe(EQ*Ae$`lF3v##N%O
z1@=YvX2p+3yUsn$$F6t@js<-YD!j<|n<^_zG)^c(jyCATk=1xPx9#>8^O&}$R0iZ9
zX@qxc$1rUTJjkud$sd_yS8oJ=x=@}Me2B8s?f=qdX0jgz$vdx_c05k6*e~w%XlC-{
z%`VaD-oc~&H6*qHHS3;=?VN<JB$)OUc0?mi^US!0gWl3FJ@q9Y1_1Zg^_(5DUEE7U
z!W}1-B6DqWRoGNjhGgI5<Y?U*DV6;cYJwnqPbD<1CCH0|H+rPNsrXYS6FzL`q1!>O
zRhCEiu~O}|QH?@ksr?1(2fMrDCk01q2ZyT-`#XyppPjzUxbKc1ue^a)jdkA@+h5rI
z(xZpfQ1+!<<WcVI6DWr)oBlhqDt#r*CVkHm9uP{Hc><L5PBx0^8r+O=KRevXGKDvP
zc~p?IP|)83k+09zbN_?5bg-oOLfq-b%<*FQ_|e`>*Xo%2?%ErFP9mcEssTq6-NekQ
zB)sw!_BUx1g<NkwuyfdfVM6+<Q<sW3B_s;5uPWTTz54}*3o6#aSHi2Vr^qxx;RE}2
zkqn*=z5Xgef`t2E@x4Bc+izrsD*R51-!JqJJOY%7*e5;f<K0|(^2{H*^e~peUGL*M
zlNfI?71%`Q-r}?M7MRbDEQY*WS=EbW;hQ-xG7AV6Rd^9m3ke64%FC_ku^(HpJ^j+`
zh&S2HxIuDsOHFQnq29{N$47uvA}o?DFLVB&!;o1M72T)YFsZ;+K~9Ct10(M#Dm(Td
zI|BhDNfmNc_3{(Du#Rod!zrS|o0zatqVwaOHOZ&*+t=Sy$vxPeJltA*bg)i&y!ZOL
z6-iI@dQZiUnf>nCZI>yC)2-Dnd3t05<)vk9+LCMV++(*wml5ZKLd?3vQ>BJ{iQnHQ
zCLXLue`%yKcC2xv62Gu2tm=N#OVl0#-Tssn{g^qq8XQT-x?E|Pe02&}txSh{m3kub
zC@j@%Uu3{m!)3S2e_*`9h#@nKw9vtPqdp0BqPVHFUuAvFEp>C!{n&DETfPB}Pq#<J
z?%)%%xXVtji^&JIcz*K<E1G>5f=I3M%tcGnkI={}{hK1swvSAr!jKL_SeO^pjN&p0
zg_c}O`<Tm2!fiwY0Tw5eJ>#YHnMUTpAD3y<u~R+x6N;abw;vBKFLmTB58K;J5HF3Z
zR-m`{F~3<37!ogt%u~?`XXAM;poSFWY)m<{?Q&Dj9GXqe7FSi{cAwK60lm-&N|_tL
zd_71n!MwLtWD#S1*JeuZ5ot?>Gr~&zV}tcu<3^h-2VJv@&p)umU)K!n3%I{?ePcIs
zxkw7`-aNu5ge^Gp=~<pzk!Wh4d!RVe3-Km;S(OZNSg47slNk3n;;)mxb5r=N`htdr
zfj6ZfiP$7l)nzR}RX<58hVaun+LR=zNJ7_G?D;0MK;VZUJk4=<HxKMSzOpD$=*3_e
zMWmPYPa3KTqnbIEveC<FR4Di>pG)7$XH#^slZat9%9K9;I}@=r5k_m!)=fI!#Gv-d
z=lYstUzcsG_eju4EFSRUIcInI`Ge7&j_P2f14mJ#RMVp4N@9qy|Bt<Q4z6tN8htx<
zI=0cVZQDl2w%M_5+qP{d9osfKNk<)Y?&{vX-~E2?J$27_&b?LlpHnrfR-QE<3_Mtw
zYmM<+iR24)+r{b=_>8{dA8H{e+mIVpl-<l!S`dFisOf>ZK&(rWHb>+(((}B!)*6a<
zTs|TpR|?!4Ht^X8O{G}tG?1w@94-0`IaSmVJL>1=K44vXy#c*+HwGyp>9zBtgO`S2
zWz_SxsDq)4B_=_8U}>+;``QT9-hj4;)y|H2yxpUzu-jy#rAEJ*XNKrmMnaJA=7dwg
zf)s}n_c|R0R^JSS^cym%UE!sezwO7|=w5^T2-%zB8Hm{)^pP;^(SH77aKF=Ippywm
zATI5?{SxdMY>X5{lkC14%-#KCKHar&`cvu*gNSd3PPTwS*0isA41~{Vu%|fo?wz+d
z!u!o6deCJO*FjGN*KN+}Y|MqsL(lRVgrjI?fb~{+&Zgv~02dXCjMxqacN0y8HO}D|
zna4^4Bu-Nm>Ab{ouoDC=UO(A`SB6q<_ILC+lWX@#x6I6NY;HHioBCjhl`H12aD$d=
zgO1>|(Il)vQ8G=%1=O7siGeHMp%2{|o0;OB$EpQ~JsJgax0g@Fjy6yTyzOT2Ge<w_
zqF54{R>dvV&tq|cU@j|iS2c6}SRJvHpxy;C4mZRdiF{;))G4^cBGG^A1b6p__;QPY
zc@Cptm>@d}4^gdI6S!xZ@Wji3L8ZDW?%8m(Kz#$1HBEfuwTf4e(7a6gv*hDc1^HLF
z`RD8$#GiprrpVr6ul2Y#Y$VRRa-m*myJX(({`u!{I#BO1vYIK0B(Jg>uYtmMM6cHZ
zKjnVbzW1J0fzh6aHC|+8w+dipWM99r4=hu2orJ}jG75PnWs9r(u=4Dx>kf+uwIE7=
zl!i12&VJoDokzYT{gS_#yWb}!c>MhYs`VKoD=Ygcs)WJEiI%$n6)8POhKfBs<<gX=
z8tO!oknn+{QBZ9ciQV9MXdtQLvlsd|53&=?I$1X#ygF}(ZP&F6N(xzVZ#0Te9BE-5
ztJTOdRV{Df3n%RxZpFMx*)`KoR9qHf`}DHV9Aym7%DIW)sn70bP(^6HoXX6a@e7pv
zHgBw71<Q@`WVaBin^+_Y4iDg82glY$@6ioz{`&jy)0AqxcI=Q}4*L)O%knaD3K|C2
z9WvSM<4nTtuHbSIj@NXOFQ>KZtjuycEy7#K5&=U8@GlEv9f(#`gH{Y}12!3+lb=vv
zc%vG`&SH~LL(pG$d*w2@l{6Odw>yqRDZb7tIP=2co<<E-!oxTv#V#MXS*9bC<Hn^m
zw5HraTZ6HjQb;y;-3yRkE~dP9od%zj!uT;%${6RD({%7gF@a?~W8N#XA&)9_sm{6z
zE)`}cihR&e3~m^AmnV3;G84~bF#uIo0DkPTk{V4<j^vX;Lrs%K-8HizFeDi%<7(<(
zdYjggi+Dq=40tC{-)xrNVQE}Z-6i$%h+KdvdMVCzdN)Gu{godaYbzGIM~1v5h%f)N
zpdSaR*QbM(6lKZGT+gvlaP~`&V9elmXrZClq9Ih5MY~hz#Z0@_e)^K7#24*b=mBha
zHH@tGA?OH|ako$BI&4<hT}YGC62-;SMS0OFb2aYT`o|`RsVZuVXDi2L)nmF!$e$8m
ziCON(W~yVquu<A3q(LGKho`Su;Jk63@y>WKz#NF|O1E3q^5!l52%!9_E*E)hp{3h&
zjW;F{>^zX#?qKn(VDMSCq;g9<W9m!h78~pZ8*6nLI$fm9Cq8+5wQ#=V0xv%vZK<pz
zj3MOsfxuI@pHT;ma!NvVjd>T+n}$wv(&jriNDx@zxzt`frLYflUAFK8*+$615awS3
z3-0mr=kpXs!dM2zOUkUp4!TE5E=mw9kuKhVgTe91Ulk>%4T)ik_$l7>hFdx>mS4BO
zEk-jXS?tum=N~gK+{xxWfeyA|UaKfq2ID<3T<p^iOcAQ-&QH$mMEaQsv8;J_$M8`!
z&mS3lT$y&gp?hd_c9?Y?-ijraxz8ipl9oe{GEEd+_#gzwC1R#vqkDY}LxhPHCywE)
zps@3lkx%gOmI2d1?(-d=Vl9R*yn~PDi%~46I3C|HwUz9oTO~g)1H{jY%|)a`hovOW
zaY)^c;5n2o>25x#<_(DkW^!{qUe^8<dza-r^Tsb}g}ONehc3uN<=VQXz#kc#KR;u#
zRTs%lSCqL1>vqcbT&~{37jrHk*NC7S2%Qd?(F;3o7Ya^0Krl2oTAwjc_8-C{*@fJ}
zoEBaaTdUe1cevDQyjaPs@x+{QL%beEr0!`9xmRc}Fb+ix1h&p6+vgJ(Bt;^9`;2Vp
zU&n<Ryqk;$d?18-X9M*0yLMB^oMJNN<+-Lm`Fw5;Wd7S=&_RhqS=XCqi|3cFsA(vJ
z3QlP`1N`GqS#d`&@_g!+II(NDnI#DSROD|yc^m6C-%ox7z8~d_mcb)ykneH3A&W)4
zN!LEYr2bUkN$l;HZ{8I6hGfUFt>QuUqo5D!Jo1YWN=9>SjyUcE!X#yL9Ynue6W#Ot
zd6$PM=nYDu!br$TsLLvU-K5DkdXG{v6!#YNz6Pj4a`sVWRUb8rJkiPWOKO!s0HfND
z5elX$>=tA_pa8k^dt+IjS(<P?Q3GG=!(Fij^=5jYoT2uL{1*{YFJzdOD>(OoJ70;Q
z2RDWFzB>ke0xH-8)ChV8VGcDXerUsc9f^T?(mXq$q173g^$f`*EMXV}C@e<p0CTrN
z#^~boqk^W9F-={+$R}u0yLgKcKEbB_Ha-6P6#gL_&?-M!cpaB?&hv?L{@SuoUf~}a
zepQii113&dOrQgf^v@>cyX&MIjQPzx(M_C2hy2udopFrKGN5YCR8cE}KcPBEEOr-X
zvLnd%Z1+Y)Iq#W0KKd^s81!-kw$L~4%R2}454SNfp4NQ<HV^8$V-h=B``Dc(c>;F-
z<j36Q=VlN<D1%QRLEU#9XE!x_M*{UF9ij>03CC5aP^v(Ij`vv<8q0RpIADLXR|mw1
zVPHPE*=n$<g7bA3rTo#&8g7imStj39<ieZi2h&G{46~^3V4<v2o~}f^3IX^N3C~P7
z8-VfrnN|ElU0U<wu$UJ@C0t7dsEd!2sxawEQcC1G^T{P$S?VFXRx3l_3w=WE76um(
zG*q7GHFMYUJZR|qX87Qhl3V?g)Sa--2+9gUr40`k^6qm>?@_MDnaXobmosdV?=kdN
zVs|&lpREdWRPS^Yt`ncuR|a;oYaa=@TOlq!R_s$?2NX7BncxZxew_tAB`b`QB_Bf_
zfo2CGU_sSGnA9IvSFYuwq=*)g;ecJf(;K!NRYj(mH<>Ox%0CMYZZA&mj_S-d@4w`z
zjp5_$y2=8#xNSCAmm@lS)kTv%=AaBiZjZYTL;2*F%CV)6P#TyM%a1_e8;f%yuuso?
z8waDlQ+erW8!@3F^}^^UB4efF=qXmNCq(T3!|%vM7UL46&eTkJMKHv>c)#oW^5Ynb
zEAS__EnH80aH{NGE|K}~EB&tbqa29owmV#-s*cSdJ?#CtIRlBprQ)g|A`DmILImam
zFl%<Xq`iX5^%b=g*DT>zqm|gm6F#qA%?99VjxpND>-y~m-0i+sPXpQIA1Wiy5;YmQ
zEhI)8kfsiJ#SZvsL&H58(UFyDY9RpgFlLIg%30#@&Uy(XaAgwjj<lE|)}#6BVfBMR
z<D*XRv<eUhUn>>`_NUdRiiJhw&Q~&ZMFL-ZH5iY>sf)g7B5G>Wht?4r=)7R20Q;J>
zHc?9CiVNSYk<E@}`&De)=*w4~@T~Uggf3;WuC^8csd^}jY;uSp9HCBMX0aX$*1T38
zXCGG#CSBBLh>&i%m<O4eXDTyP{6W-%9>FTQNmhjfgCTNY#^o*WW8Pv&ok)hh-F;sq
zhpp4_s}&RMZHwky`H2NhI=AdoSW#1s$?*Wl>;YYNa!5RT0$&b{99iQWIVHi!rdd77
zeIUFn&5)F}Y_6sXCuqx}vTMmag=tESdWBJo$|p%O%Ik_T%YGFkh`3a^B|q{*K7x+q
zPox3({G>@<gkrYYAn<Y(2_!VK3(P8AicrdxN5N%IJ5d`#cBj#z+k?5yBEmslhA*HU
z``<9uAc=q^`8|jPz82?Qo+vJP$5&tHGDnN5dOBUxCPV~wI*j{L6IG;BfJO*}iSKe$
zQTFT2fFe(*Y1>xF86s1Mn)*MRxl6#9xPQV!li`2~+Y*88Fh@gdE|xx|$x`T&{f6es
z#x71f4gy*XONl!oAUc)2YYiXHWEYPE4#xO(k4?$Q-6}Y)fIao*lR`4lx$^rSGwRFo
zWHP%lPk0VLO*8Dr6*<rP*E`X~oYgEpNb6<-(K<9~^p;}{g{`Lswut&MP+;jSIdE~j
zwja=$2mO)~jui5cZHhG3z0l)K3)P6Ul%un|?1_xk;Il&09JH5M0ywB#E-CIa2z?7U
zu-zK5T>U*|WUkQu7@A0rYs_;<*7PG78nSK;#suXc`nzr6K#X6^nO(-kYCzL2xQbEY
z@7(eR+nZ%A5K3EM4YOj2d)-(L%w`REnf)(<-~lHQ@es%bVgN4l$%+Qoh-jqk-C6@i
z$GrOm09LJHG6VlaDn&V~(rkwTpjG$Dd!A4^;26N-XXuAk3w@8YHHU{=%s8i38YRzf
zUS*7CE9jMAHTZl%<^U~qZHsdQR~B)N?(wV%09I4}23E7K`~8%vygo+N=E!B|6Lt(O
z<0#sDf|@U9**m@=R@c9wO!9uM)xc||No&PqQX%dT<^;hmr4fwLw3TN{2*%=YrU>J}
zdV}hhx+^3>CPy;Jl|#^R^YzT#01&H%1IK0Kh>P~MlQDz*5n<{(Fgqud)D6H)JJOmA
z=1oE1N!6&$ZV-nBaf>%{HW-jld6)FZmD!o2x~Cw&8{~tO$+$>#p^B-lfQ-Wh$ggrC
z18~*%qu1V;^24JW#xGj@Z70vJ`eJ!XV5khMWt#U+?#%2olu=x;2Ar@wppT~uj(FJm
z%|4jvrk$ebd+$_bCJ$+_oScunMFJ!qxGUX@MPqOwAKQMO?iQg-eJ{)Qyru-tMr#2D
zbCFtI&8Ij>neiH|kM9u~;`a#u917|Vfz;;YtLGQsbWABA<sE02po7O#icofZT)BTJ
z&ZnQkks(~vdY;&dz%{PkM}5{exsqX=xxWJHAt~gL1KKX~ocjDByE#ohmaOZ;Z7PeA
z5Y%&b`43dBAm(=UNF7YG2VB;34zW<pfq~lGlrnLBr56c$w;6qEln`0>H*VH`U|qbg
zZZiHL;hIJQ4pB$JLYQjENMb9|t+##dlq$J+2_A3WDX6!B8IB}XZydXI9bDk((G`?t
zP$((aDelVP`D8aU3fXze;AUoBBEcQT*<D*kn=`Xa6dI(mEfuT5)a;yXA*)~fZJibA
zdAbjP^9#HN{oHX@<GT;_=e`yyLgw+q!0)*P)Xh|ZaA*FU`svqt<x0r%tw0%)cxBhx
z{0dg$Tg-lVV9^%ZvFf7Ga@j$P>8Ocy<ZWwzG#k$>T&)aZsyHza^F&#*1hoWPY$0%@
zn08F>tYINinK(lB-Zu5;#1VnXxOl9R<wK+S;fasjZYI4WNmo^2YK)*91yQn0KiE~y
zI5&%T8cfCeePw3YO~T#I8a-39>|giZZw45|V<Ssq5;ioiSa481X{+RH;wO#qHIzbn
z@R~g2?dWzU(IFWTq0sa)W_y)+Ny-%XJkY|7dp*6bYL1Y=mMq`+?!GHlG{Ge*lfGpz
zzE7ZQOeVjnPOy;Td+P1kf`X8tyUUlsRYe!`zm*yT^I&H01Ba`l`Uj~M?4qfSs{N)_
z8xr0YU1RQYtMrS}z5osLpq!XF%U{cCvl>qa*~zl3Z|>wq*SO3YS4Cw@mP3Md${0)Q
zY4nRxF<KmDZ=eMkn*-f~IIZ7Ohd7(J`-*}p7>dk(b`laBO-OX$9|1MJH>;h$)KV~~
zsuxsUokNR)3SRhNo*5HJJWWw3k*z*DQN_Qa3gf=2iUfA6;%d05)|GA(4{~3mfk9p*
zAQNLm`I)S*xiD!KE`e3vPt1EX;%pe<<P+I?Bhyr-^KV>r64!#`E3rvS?<^077uW7}
z4a4@Drcqn75r&#pP=-@3PITm@S^?Nhdd2b6@=kcEoB@lQP}^rO%0>IJ`>;a=jY6K>
zk7nd$0A6*Lg$}Z7PB`p`*74R{ywh%E1%>BU-NIbU&~an#GZ~y6QCLZO?G18MZad~D
zlXN7w*<k?_kj2kbKn5p<X3nnBVF=!IHARG~r>;C9)&vizY**l1GI10YBnVqGCsXNq
zmbB7Pr&2B>nf;&%4LN$^21BG!XdFd#@C~CB0`n&o;hoAGvruN@Mz0GQ0rit#Uf&(c
zRuc7-)hJmr8pKfP3^=XgqR@w{c*_0CJ=t>M7iH;ZFeY@uuo7&T%O%c`>Re$$t3l#I
zQbuOCxXUP=K1QahIYT-5R!U2y!YIwSog)Zpg$p$XinEp2cdD>))TJ|f1PjBaQba|#
zjh9F^%;WpFLY9T{gIlSJ>3{Vqw?t_)7h#sTD+^`5)+9hJL-<~{<8zVbSq=soL`!&#
z;)+#rQSn2WGX}wnk}>5;8HIC)-jmV<8o>g@jjyj{d_VCRmRBX6M+g{v$Uv(XS&_yh
zMD?}|4TD5{n5lYt!VkS!GWMGAn;(jTQ{R>c-+q6Ipuhlv{9&fteZ=&!BAAjWYj~G`
zcq%nyCBnFc->fln+{zba`a>%=hrGRV0cVi-X=wnhx|l>0K&!TB$jhX`K$cfwgd_i{
z4S#eApj8XpL#ye)d4lGGR$K6&xmP3$HU){poC8}W8i0zX#KP~@@~T4>S+qat-I2K|
ztNH=RudPRtKnyhrL5wKOb&NACQ(4Y(c3?3@SML5_!2M7RudPsU&aKuK<lB<s3B4mu
zdje)*#uZ}QV;ycwHM!jLER(N8jh`n&1%xaq4wjlze-_Nb=zg|`L&w=|1)U~{3LXZ0
ztRI)~Kro<BIBYtAkoQK?3FK>(t5x!Ik`xkzqV!L^)nh(2IQ;ziRCGoKmoGN@LPuyo
z%Ttz%rm73qi|cg85{Ckjsmv#26P3eUZTFcguS$wS<WpR<@YNoNVLLl#ttmzq$tI0#
zQroB=Kea4BIc`V^fLYy=vgcR2Q@!uFF05kaZWvp=jeF9XNJ4cWrcOZ~N7<K=OtP<Q
z|B`DQ!=8`mnYLn`BKBRf<g6)A;ld-pU-D>v*XF5WAmf6FK5ziZIxh}BU-8t>Hoy!A
z4qjMB2UV8E`IDAx(I05_UcT@W3O{{Jz-UIPS8URVUniZPe?)iMWjb}zn%#nB{?DRp
zGX$uo(+Y!Cy563RcrF@4j@H(fyA6u7@V$><x!X0Ao6BHVM_34&1i2@M4EjOak*%>S
zyLa&z$VxnW22Bs>{)K4T$Ug;<5cjR@$XO9n9T^hh>&Ri=uoPme{K0S~O+0cxS$w^`
zjoVc;<niJKg-G3xEA8Xv9CuG_ty&C65XK?>7#)kWRXYU<Lpw{fKASW6tuo9_#md*T
zSSW`G28c}n>%0Ihu;T;eZEP#hnrbO){0iw8`Y)5$u>mv4iWD`2O-Xxh?Is*)V^qkI
zNu01yLRC`sW3CJ8s^92Q^&XgrE+c}gziW^(S%BUoZ>EYH_2EEh$M_^aG)OhnQ8>k#
zxsV7JsykmJta9f>C8gJ0PkQ;_x)(yxtdt=z+3|mHn9Z<!7|jn2UP7`OF~Tve3ud-2
z>exYJ2w+CBhHmn>FCHc$dHxw;k4N})ff-LP&H%zL!kxkpV1**)(nkpfhlx}WJk*N8
zf?@{!@(mn!_o`{rw;Kw--*{o-T43?Q`H8>H5}h{|YAx_1Vm%~2+CI1X^(rnBgF2u*
zt@4x$g0}K5^0X7X`K%?Qjmb;y9>9`#T^a%@g=8zKlm3yJ5D~m@q500GrE~L0F^^wp
z-YIND(4bKPzI49qf{Cp*1IcBVV6k8$#R(Hi*5)O#BX0q&8;sr)@Y7b)Pz#nhHFun}
z@zq4`<5Bxo<@$c8L7qIpKAX6uA-_-rE4I{_RC`kPeR`dE=<oJ6Ax|&+^o@4C@iJ2h
z-_baKkY}(1!>?9H+pA^GK-*|Rhc2#2hDL0mJ(jT(*6S0@&cZ-K3&#_9!veWQgd&Th
zqrmKpAc#-Ys@wac$U+w43Ko-t&e`LLCw!0aYy6^{CV<)tDuHoek0>{MxO&J^#vaE2
ziEuUI%I%d2yL=e6OCkgHN+@cU{rEjAf<OI^>W8`33e7uR1hRJk*D<$a*UA-BV7Afr
z4Xw(^fg9rmT@Q(tcg?iARZNdi@zg6cA<%NPI4P;<-A6!_PWBk2+-oe`N)8)YS^RFi
z&?7x?0cW1Ke1@Py;^VL>nIDRN>J==24!l6@m_1^Gaj6EubaWR(Sj$%>GXYIOO%s2`
zo-Z>#bkpcUj=r08>J8z999hAX>x4_iV^QKYue%?n3l;lQMNN7XLe9sd1!saWXD?bv
z%dD(<C1hG?#?l`Q#=@ZtN28^Y_-mXj9KV1UILMLP*AdaK%JX9x7i(<J>?{tlMsZvN
zW6~(npupsI$Y5~S1X;_%Ia**vDJpDYUCajRseJ<8H90IL+6L6h1!thtM7a9#6e2tH
zg|#VXOuOKF9J>sNc_fwnt3|L&wrhBw5~3PjF*cq)q2|j$XXH}^>Uj9v`B?zUx(sQR
zKG})O9e}ca_7ex7tb3K)o26UQf4BtjAVszfPLLCC&ECT;lp)${BGO|BisXnBq68vz
zB98@H&)hf8Ogy4zb5i9$ePLs-mq#NV-d_<U7&Z(%$SX^qWMJD$)pP5EA6VTHMAgwa
z+0?Hba5D}ro|PkA`DpHI&?}^N#ec=>on%%kQ75$Jwm|Cq$+-Bf=R{gFc?urgdGwYg
zL?d)t`AH#ZzyiCFTVk>_^*7C$P%KVaPaZ(CCSf<(V>UM=5%?0cZktF<v>w1<wg^NA
zu7Xh3jOA=7X*7uT#ewTti5<n}z!D0{00aM<h!&N8-jyCqUR}sz{3k)tN+1ZE{tQ+v
zi@RD;LshRkO1J%faF#N8NIe=9?8HoBb^?Q;M|%t@XAG$#US>&NFRQ?yLoViNx6FF>
z4FJ))8kW(zP)=ibHtgy;Sj14~Xok<#a8kT)8ru@G{X~*qJJ(J?05XDcG*QIihB9@c
zf?v@Zt+b-T_!HtUqV=VRip?T`Xss<Mp8F{7hzB5ArxjWSr&ExT{w7+>qmPSyM~$jo
z^pAx#wxN{bP8b=3P=m+~&(VK?g~Fg$!a~1Uc=2=zf+OKZ!!R0k@ru|=uW)LqOfMur
z^XCuf|F~dqIqRd6g(IOQnAk27LN`pYA6XM*P5cAtRqbnB8e?PdhFaO{2a2TB18ll+
z^cQvml|{ch<xDRiC=8Scdmy>3mQ-Axn*Jx?0MON{=}C%Vb1#zz^+dZsDjbAnq|Mx;
z&eBWtpHw!;xNo(0ei3_<EJqdG^V*J~eX=Z4tk*1+t0YgBffdgt$!C<U&6LG9iMO2R
zAa!HTxi<@=@^L=Np}9qEbg+mDumUdG6bFv+KVu^VxEY3tp*m*GxYQ;YqC8gtIO|0g
z1UZh6cCFRk{g|YEQV~(@9cJb`Gi<Fp+!aHj()qMxQV-o+IJnB+@6qVulA;Gsz>(pG
zc(Ey)19B$o8G-W+kf!^99lL~i<EMKMW*zLKN6Eek9T0=(UlKkTP{FT7y4-4$_6Vk4
zN8)5Hdc=}>;SP+BVBb5lVKD=~?ekU4VpTx;(HoJL#*8KSa`Ji1bWOO$qEwBl);KCk
zVIT@YKq574@eUWR*acMhvHbe7Xs2UO|3s^llgh&;f&LM|vj!v1RDYEueLBRt5ZjjJ
zcVDkF4;F;>VnL9{i}31zZVHM=s~Wv6KPzrehyF#ho;o+NbJDq_l&`lx-4B)97<kwi
zxr2ndZb#vQVFBH!GU%+n$W##~cJxW66fDM6AEBSc8CJ0feT<x0KlYp(xr?Q2+6(@8
zOu;KKqz7&n>$HKu%NlKu&_qEb)-g^LMWV7puT5E(Vf&&lUh2J{a_5pj45>JBfir%d
z{PEOWw0m**p&ruhgLT7uq|T43tdNgRi;wh+w`xLi-o-JZ6y@CATXMRTD5!l&dVUMO
z^zc4|y=bn4!%gq8HV{uL7jf@r6QDoHV)PM7Zqhgnog2sn3KPwgC@UmB+WmA|VSUjz
zkm%ynBS732<(dqrQ{^g3@4TZRre{I7qOAVv4M4tA8hYtq$YCP1hJ7a}{U(T)>PMag
z8e1kEeieVk9S;{qpL(j-?YVSXwh{6)kzBd~k)ma9ADT2vA+X;An<(a#1QX#Y&<+BJ
zLG(qUb%<aIUQesW2g0Ifdv$&{jj1hqz;$0*(I<sWKsM@8DxJ-qSOVlLkL|5A#yB10
zP+G+q^ouw_GPBRn4Ce53tD6CduF`P}`Npx4L}#rzAN8j1yJODi$F3hLFhAuOa2xoo
zoSikLyK&;7V)R->ETD&c%cZcDd<Q;=QM?|(f2i06F`Ngjd#&@QbW!JVw@SKG7w?WG
zC=ODvL86E#OM}ra8rPr?*y+sQ4!eiUv>KpLuV5I)9d`a1H041g!Q$U5(J5~q+)mg!
z60c$BdP*IOOp4LfTAOJz+&j@!?SHAa)KIIxq!JL+8S9s1G@O%Q4`E8`I}>OJGA_-F
z(#E1e8`RSJ3Fm6wv9#=D8aGNOsO8zjSR_2$LnLvcDIqJo^khU-6A9Lbtgn(q)YP`|
znVz+A0u)0#34)0iaSIO-DB)Aj2Nkf>(=#4QnK{WAbSY_X0*M$OyQ>Fe;%vTyf;<IK
zEpqP$E@+o`o3h~L5?Z=-HmG-)M4S|S@|Yqsd1E5qGq9{sQK0_p@)D~|cO?rW^#u_D
zuM)A6J<(GtIXeQSHFrD5{VIg&kyN}cq5N1|>~M;KE)lFq*4sYYi2Fm6l&V4HQki@k
zw??wHD8))u|7D~pg_GLIcpf^p=<#S;n|b4gB_TLQ;B%%ycXlazyoF8pjRl$(tT<7J
zh1LN@;}iDKQv%d&<WP*f<8~JN+?YsuZpY+r@;Tq2!IdZAX^`j%;GVQpofClz-wX3w
zLg@U8QS?*~#b7bcu{~XvG#GF#pGS;dvp&-CO`=@ksP+w1zsJoBbVYvRX3p?x(wvmD
za2PtA`t*KwZtlzklNEG9HAS?_vrf<tQ~iYyp74cp4VMH;@D}F2&yNnjgjWis#^Ipc
zK*L3iN8hcy-3&WL*u4q1Pl7?@e4v#Sd|D9VVD6xjPLL7UKGl$dBHZyjIV&38#)t2j
zR=}l#YqSl=oRVd$Dl#pM2MCFSL;_qP{g!agB<S)kh#13#9ZQ!~2$D&e*)tAeyg#UX
z7p6#tgPUwMkAyPo)qfla|3`f(z2Cwj@v?tOzdYod;N9WGd2c^<I2eh+4beyGQAYY6
z-|z7&`^{Rphyp{vo7~EZQ6tTAfLR`sDWyFYyHELmK-nf8aR8GIgcRz<7t7ShJcX|l
z$3-6VsBnKQ)aw~Q&3%AA`W!?1hOApMT87;Ll8sKOKj}J7*!euD(0L$#<fQSX9!k!w
z#OYE$qY<{^t9@Z?Y&@5Z!dp3(gCx+R`G}KwHc3x$!ayt8QfRRK$d!Ettcws$d0qk|
zlFMabV8qq}bI3ZVRH>h2PBqbW@^ry<X3&mnf~mqb)f%=5V-HwMh9X~BCN~D_CMQKo
zmCz?a;OHu}saA7O;_TIfPxj&Q^X+GFi<2MNDXduHSY@HBUc-k9t7E`Byk;0+Gx3rr
z7c7c1iSc-eM83-Ud}Ja`trYOzMLi?3rQwY(N<W}i^`YOd3u7<zvw`LB+a<UWwejL^
z?}8DLCdQ`CYoPT^l*~x^K|X@dI^Ee$<(1I2Gmoe)+5q|*#45uc6SaeeT&uE~Bi#ln
z(}$n4-_80&%qKOD{m{QPr&JMHf5j!ZOGxo*c-?~QAF8JO;f_upLx%*_@x)kqodUJ&
zx^o{PPP<jaG1K$s2mNXBNfkzJ_e^t`b}_%8F{a*a{E$9(AgM0dPW^-m(gIe#w8UV-
z9Rx9^n29%K!b*;VkSwbVX#^w$FCmxe!^q$d9k~R-@?zSZOFT$~+(A~O2;_;7`)0+7
zxF0-L?V8d{T{T7dOBP5EZoVZZl}YTt0N*f_pV|APtEamIh1pK;6Gc0f7q*$N(I4h)
zUHZ7b&b4!gYEpW`IKr2SL}ledH8xHyI7q!BF&D!(?&<6@7zj07JeAx`mA)-FbUbaO
zjZ{*Adq3r*+$f5&f!YuU8zH_zY*%m++msj0(1|Zay+iU9wC1@}`1Cgp>UULJN$<G;
zzLu75>EvKde+wqy+#s};B}M%##{-2MLck81F=UU~24tQYpT!AI2qcdx+oWB4<j+n7
zbK6`<wGswN7~0#Aok%gUZ}igoQ>~W$*OQrWZrVMH<oi`9g*%n7NPb}UWZrNgIkgB(
zcv4d$VQ|l!9a{;~oo7N5x2jJjQ2k2EFVbIc*|ozE2BnR;I@D4M{6CqE;#Ohbt=a>V
z@CS0cC>2kQ=#PIH;&y)kEUegJ2BpF8-O>$AvSTI(EmOaq%gm3o<uq{!cvIVe-r&H1
zbI{jipzn$m6{7)%>=nFa)6Yd{t*W>6^0d=miiFr6f%8q+UOb9(;qpJ$z81fzhjaP7
zOr)|oLre`V-Z+dZ0ps+1aHQ@%QXv0c9x9p?M$&uC8N*_DmLPw$!WnB`JO~lLAG24?
zCj~)aG{K$?4NI5#S$riGRDrA$=|^fmd-MQ{MQ-dXrH;Y~FNF`c$f`3Y7#G_&1Zg67
z(g#{NDrLvx7xussdmD9X!PmEP?=|`nMok=<YFeB#*hT?TP$bZ>t!i2}4ZQljDOpLD
zHEV1EUnsHs4^+BU$~56*D-sxN0`k<Kde7LP_U-HhJB{GPKJ_lpN&7M|e(G(dK=db$
z1!a#6Xl)ntTOO+**e^T{OJ*eBtHr=%D8gJkE_tI1t>rBCM}k7=M%qbzW=G$Z$$Cz;
z8Pv}d87d^0P+pG_ETZnGAhj=p9En_sgA~i_77dK(FtXsGbsX!F4J6i?r(wm25S#>s
z?p<S7_ICTgcCVR&J|G*Dwa4oJ5twyV&q|=En#`Vbv&hW^vtPo#17>_g;Tg{<4xO>`
zlky@~VlVNd03QJ+rH!eGwlE|gf~}_5kKKI|HcF9o1}B+ppqn>y6l8GfN#K&Up}CEV
zcDEiOoC)qLPHZb8X-4``B5ehUK#FEC#Ns%Hl^xhT>^Wifn1RCxqRQ?-f_^tV2bVk{
zq+LjX01?FEYIJKhigU973ZOJlIs(Liq1I3`2(H_UyM+w6DGX3Zj+M)2cx@dOT?#*3
zuy=Nn@8Z4UFqv~EL~9A3o@&IsC9<sMsBGRV63s`@biWA^H<K{zx@F3eLTrX~w}1Xz
z)fEbJJD3ULMUGZa8C8W9z_LixoxF_3KjjfcoEXxluSIF}2?L^hd67y>Ql^D%y;MEQ
zMo%jUQa^ySN!$#t_*~=SMUU4#c<^yVfnKv$VeVXssw!G5?Hx_$TkPc;hHJoGen9>m
zqdk3Z-|)nTc_J)emG2<1`J|Ncll!AAqNgfi4zW7gfxdSJh6#6~p%m=jb60oCyQ~_*
z=)S=;IHHXc{-w0FfxC;D{#*v&3Bi2b`Mowpm*V;cX5{(M#$C*lbwLQ;oo?LIl!T|Y
zg?4TUN%yM~+O}l?)8^q+kPLLrfz<jvc%~^l#5c&YQCow!9CAO3a1khShrxn)sNvf^
z$=PNR30<B}W=o2p5S5*3MxxL8sy~s+YsCuCp{AJHpUD*}Zn4^+i?j|Z=c7XQC5fR>
z**MBVtJ2NI?c&u*%Bm94XY;UVs0T2`sKTWS*f3>NQ>MxE@@8E#4{Bk_RHqb$p^9Nm
z{b#%2v=@!2H&KU0Q@a?2=1)qVcRs=;U-21F&SaB-XOHS5UNpm!=`Md)Tz15qN;K;U
z{$@n!)GR+jX!op-yH14yhDl98zbS3lmmpn|D#x~z+hqPaTgQI5Eb%4x1{4OL7;)Yn
z9mIyvA`Ir|VCY%oTIA8<lvAD8ZR}RZ=qO_-Id6KV{wGOL1HR9p)WojHSdsnM-%#gg
zC#|OIJ_iQ-ojw$>NryZXeF*SZb_a2wsHzSO8R|y-R4hf$bx?T4Ll12z14$pGa75(9
zv5#u*oON#$b8x)3batEdR(8<CulZ(DJn*@YMTt}JO-w)pfm=ONvWJa1*n#1CJ<(wl
zUZGF_u)eIFoWc&bx^ND`s8XdPv3&k*&_aFK!9mTq)gGv!1@A3PE99_fH3`jG6(~e%
z9<jH7pB@(zxv|wPx>qub&9`tGNMTH2v>va0mz@%{Jwy4F9UfZaGn^zg>lD3-;w5Kq
zE!M_rVKq2KBR%VY@~FfN_dY5PdN;L!E5Zo|B%+JcS0RWTF9T*rEzW{ukn;k~9<`_G
zQVz?kag%$rXyoDtZOB_j#+qlhv}Q@3WkncYdda2K8_)>_#vLx?0~E+<cGe+1FHTwf
zqQ06TH;NI^O+S0mfFiuo-jJx|hjn-t9#<9U<$f^@dd;RlCO<S2`brQvf#IZD1-8yU
zM^(F&q(n9W$yGNSE{xe#23)c>j3P5x9%Dtv6@`vm(!P9aRB80L+{;rt|Lwy(fC`0&
z$W9FVD$*ewY4+N}#`P#yvUrS}TUp!#PRlE*=X8sGymPT6IG^fgmmK8UJ4#C0X4s}&
zQAO*e5162g495bz@l{&w26jcf$w{Y7QHL^B^%tP<ZM=DxC#=$AQz?z4FCQ>Y<=aV5
z6YCXgsGDWYOD!hclcTvtkw9U_E_0naa)F&?#gat1;_z)};~zt3vz^<Dc|Ria`d=Z0
zFXH&CW)Z+8>@%IHA}zvOpTUOJh+Xv8Mv`QGvUlK8o}4t>$QQ&)yAne1)c_#@eDTw4
z#k~56qz)#NGacobcLAJ}>-*J$u_(Mc6GhvokVhIbHzX`E&yUxNq!=~Fa;$OhgOGg$
zBqCA$j(`y3i>DGsiH#^#pdExSH8j$y5_2O>vACpG$o4KmJkgocZW?!VDS8Zs8uz5^
zvar7}tdn2xFjR>zSy&xA*Zz}QkUb16k&$0XOhkIr(*C`9j!=0Sk1ut)dl38dlbgV5
z!4K!=JyeEAqFkl=6oMoyBgL0NpYrW(ueY1~^PJLBNfTnPG9LEQkeW^FWM#a`z1tcE
z+xAytE#jJqId*Q~n<umnXO9y2N&DY8?SSGSYf9zFiwH5a^FtfbY1o&89Tv#iO&H00
z4+v6g#9cRBm_7H}xt>c?Xa-xO2Sea-d>fz7ZgBd7xYtLm!$Xtqg3{uWHG$X~rE&)9
z_sA)1(b}-P6t|!WI3@{9^j)fxXYPo*?oVqf6@7-p9hpU<C9vuOZ}Qn=J_Z_%P`=om
z(rA6<aOSoWUSVwYbB;H=J%%xkUTUEi3!c?@2ndexxFY{J#xxys{IR*HdLdIr*R@E;
z4e}6Tlfa~1ldUb-gk{5Gj%-5(fp=El;tQn4&Gt{aiMQL|0gL~UP5pOF%<pg;CVGZ{
zA{v?hJtNFt@iy}Mrp5$x^7;<OHckZ0^naoo6^$KjogEB~9SK-j{-miBvbAvn)cN(!
zpGq>uM&|m0wr<d$f4#vDptAswoZ9~-UguZazvFx49c&GijGYKR1BMe8C7@F_c5?#2
z4y^$K2>y8$`tvG5piMycPdqWfuW%nBM|J`Rw%^QCXg~pg$!7kWlME;k{L25N2pF4y
z?w<&vU(LiEnFtsGxt)He+7okR1Qh;oQ^g#a30QweASpusY9|U%@b^f{%4`G-fY8mq
zvhyheV6_Y!|0)55VEKd9RaOQFz{>h}8b4(~;#k(d1yoiBM2|AE{d12AFxKC|R%Jl4
zd)9w?0TlkGaVP__Td~srRr)29x}1T9v7r<6FHIz@e`U#J;rL^H32RmcfW!XC0=UTl
z7#@I||1I^eB0Zp|KO_EX$_^<0ZVC<P2_Q7{Z|XXL>-y^^3!vXWGW=@F2I%QuO#$3X
z29|$r0`iZu{%y}+b(x@9|E(v0TUh^1CV(m|zlo#2$6;jxjQVd9asaINFKrkY*r8cj
z{&M3lnE;6tSy}(B2rwY)zmx^=;}}@}IQ5qh06zfK|66r>HfWZ=J@%_7fPvZm1d07B
z0xGlpBLyHbjTIo+-)#Z9u+slCEIkJ_EBzlY{u=1ll=-JJ0I>QOxA-qJ0`j1;vi@Z^
zfb)2H{}oC6yZ^t}fwZxWsgoI?=HE{LZ}EEpn4`a;tG}X({}*7{Y=7qNe-k1KSPRg9
zb`v+C%bEXIu<ZW<bQK5$92SFKulN7?);0);&X@lYne{KL{odIa|Jm1m8~y)g-~W|#
zF$@3%?*FEJ+5b%8|2_Nui;t|k`yohP|9@ha|BmhcKdrNaixEKkKX$|~^Zs@O8~wi~
z`tOb5KOMpLXF2`%=)w$uE#YrZa4^#Yb}PWS<6viNrSD|?2Z#G_C&S+>_4nBXI9QAU
zhnAg_v%VDposx{cqa^_=`=8bOpYDMMtfK!}$mm5Egd2)j_rtlzH^=Ok%x@bWj~&}v
z$PZ8J7tSk9UFVzkUtD`O_cK{nDrFc`VZp6>jp#80L&t&qLgVH6F^!{;Frnl>i13s6
zeK3YH)-QZ{NGx7VKgDdCp@%JKITce@Q+q$x?J0-1Rdb$HlCviSLL&G-*Z;A=|IZev
zKzus(`FUJfSvfvFo_v)2(Cku8!Vh?i_HUP-@CO5+c%Xiu+dd1$z+hNV{wDgK+8;WO
zhC+s3)?V5&xN847m+6T<)O{HHu>0W$zqv`QlIjb-|D(=65Ao3k$$u)W0v!7h0Z|p1
zgt?GR-o8LEiIrHw7gYS;FaD$t!k~wV&QJ?WOXc|{Bv7#*{>xR0<QrOBO_|5ytyH`=
zhavHAvIF$ciw3k#`rUeAN!5|`KLwZswOG+L(bjlSmQk6!)}XRg)oJrQG*}&qC<@S>
zpxs*;|D41~d#;%<nGPPD7?&KMjxxCbfjzP!5f>7Ht%(IS|4SU-NywFL?Xh7t0Ta{c
zUb{9rOD?brzu+X}v066M>O(G_*ZYcPs%o_zQ*=CTw;84<FtJ^Aj6P`gr6v=<2Lz@$
zMfrk!4ZC61j*G(4fe|>Gs6g{yM(8yGy|}D4%J9H<#Ek8|2K37Tb`dySi>{~&PQRnE
zg8_9d2?U36*@^v*=YlxWAH7(W7GRYW*@&X1!R$D-@@Y#poO@$qW==dc_?K0!M0>rj
zB%9kF8B&0tU|U}550!dl&2pD2silIu+JNLhN5p*zLnkLERon7<|LSZgvN2H`Wipeg
zIjkjt=%XB4BQsL*@BJ$Su{NY5-ulYxt1&<D!1r#eE0kJftkNcZy247>+-IA6JM|j@
z4KcBimL+w)k+Y?*Dt@Q{O`Q~eOXgiG(*5P$LS21jI0_s6938YaOq}LW1j|tbuM(T6
z<Kf}q?#{{8_0i+;%G`;cq@fx+U_3qS*W~E6flBRQT|4p~)Vc`o9oS64Z@12{^!Ru@
zJek3km6cVa+rz8wQ+YnD=a@2|;Rr%AI9_kGl7YP-;aZZr6Fkv;zAvWh^NqzEmk%o=
zbiv?YYSDij`LoTir{`sFO&yW1jIaeq^Ys_MZ<x!g6gko1-iTDdE5e1zh9c?p@r-TG
za6Ed>mPgPAn*clGaHKm9v)-&lM5c)Q`T0eBrCtdF{itnpX)~&^qsA>LB;@7gxjS2~
zQbDWTPV#LINuKl_!NzPX;xGT=LE><`A*jhtWS8n-TRZX@(7K4|)v^sXH#ZZDMeh`M
z3iJ>F<k7UT9q%f)wym}4)e{l|5nc^PrMf<A?e5k|3renS+L(z?31Tj{$qj<_AT&1q
zpyFE2T-_3%P$P%+`7x#CjPHl#+f&@!^O$a3nD|A#)q#tG!_aQrW4_L*_)llk<i=k*
z8>Ac>&PzEvDvm@;dAQGw@kvj3f&5aO#6^Qwb?dXHmPKCOSchFd9=ja@1%*Vk0vxOv
z+#8FCh={hfc6kW4NPqf8iGp5lq~7@a{Cp%cL-fP#E#vr_)4V^EXg5#342?+e`i#~|
zG9#`2yEVxS(WG)j<t!ZL&QJup>*d;Efo>qWR5G=MghU)NEJkfOHpo#w=&!v<j}LUI
zQX@d@s6Z^n#l<E4yX5`aQ>YC;v*k1>xU=rCjQizU(;Gf?Aq_x@wqX;LnzaY;LvYx=
zJ|sEfkr;fjD>AukVK@0T1hmRM@QYLrt%X}Vvne=c462EEeOuZ62?VEb0iVT~r&{m5
zmFF<SGqMvk&{~c?p^N$%%V1fClbVM?U01w!=VQd7FR#m?gS0SRCMPHXKhy0lT<2l7
zva;W=8arKU|1#sS4%4V-DanMCl+?slm&bCAuCBVe8ONdTQh7y%To$MEZa>)Ft0rqu
z*O87ut_Ap4$dG;MkqQhBbgOZF<J`Ks*$rA_MwlrxD@q~h;-XPIb^?MALw)|U5q*7q
z#>U1NoGWW<;R3)43JRep9&yqdoQt&<aV+gX0T>;jYIeL^ytkC~Xg)Xo@RyP-x&@<z
z?fOPh83Ckr4VBm9m&JW}MHF79n?bMr&#W}&>(EXNB@^e$3C)XY2dLV%YMUiI^$pb|
zJ<{v}MB58T$u8d=#>I>_;#URik~bS=d*juX#`<O}l~q(k#Kdej+nt;A`;ZNdjf*Te
zRBEDxI%lu1$>Mw;UL4HL%U&^ZJBcIcT?qXw44J}}tv%K@5ted?_V)G=M6aH(@$qAh
zg$g36Z8eABc71Q{6^z0$c2kY<Yt<Ivm<xYzBmDavh>>cEU&fz>S5Kay)bl1t%!9SX
z^`=mUsq!r=)e`d>sFiw%K18`_ov{c3JB}E1615M15z)9>SDKbMZ`^1JVjiF+p?9rh
z#IwbwX5-LE6p+@C4eJ8Y6vEnYwL25ogCn0*-VTI3ZZaZ~EfsnO`=QC+Lwyk+VbzC8
zIxU92q<C<9>yQWrQ(X=A1B}4)`OdtQiMs9B;bsdpWy5$PIgDAHIz^TxSJQ~brdLy2
z8@JcvQCGP8R<{!&SW|gY6O#jlEzt$T8v{7Yd5Z6?C8Y&NiRZz4J?kKK;d6RmQo7%o
zQmaKy`K9vuGGBGk$^5sUEh){}SNQ84DhUmzWjX8>maK~)%EZQ|oad_VPw$SL-eN3^
z^2DgapKXuH3birHGg06vzLvX@qstg?7ev-yEEatI0oA0fsOZn2&6#yImBl5PtZ#>2
zz1!+kkt_~aJSSHIjaDt7%v&ip>>=ybo-m^Pja0_4NM`QF<!cYj?S9g;g*U_M)GH|2
zJ7D$d%AY$d4iGlwo5~^+5h;je1^`=4le$JStcN3(9KWaJCpcXc9^;&t>J&A?N!}k+
zNU2QDOwWeqPejTX!E`2fRdc?>#B;u)06$z@9LO<PD4bCQkaMlKK>v2;mAWx^I<hQ+
zBaCQAUWpZ8PJw}e9nF#N(|k@)0<0kPM=WtBr?SzwVjxEu+@F?XkYtH-#k0l3+75ta
zLhjDnUYks`&qRxYJh3|v(uWoRF;x5nlNY$RQ%uJir%sz?!QV8hx#7FF-sR!yBlF3c
zA`5Z1NGip|*tqP7R*bh1yB-W2FPmSi;1Oc`WmM@4BeV8ZOJ-lxo^-$|o(zLFoaxV}
zO}4283(1XD<>iI)?D|j3=VjY3%+96X7BSWr<LNR_&ng`OP)xT2ZmTltBeF;jlWmdm
z=Z(wQ1h}j@;&BA@A`K-af5)H16tU(uUJS`yXHp}v*&iBLie)mYwc3c>_)~&HLiQuD
zVce8!qGGP_geP32_$RzD;h<bU7j)E`X^X~zY$e(!TCC5XfWy1m+xKn0W54;!u>1Ce
z_W9G{(&r*(XeJZ3@9ysEE4$Q%$y&s9*je$*DR1&yVm=6tkAJw@>aH*zqQ;+tFrK>>
z=_1GGE61Z+NIPM{=0k$|y4pvLFX*3FQkg?5G?J!MN$A&R$S@IdC!?{&r6{+$+ES7k
zrz(+~w+w5D<+#lcSZb8}QsI(cSpZAw@bEBA$`Hl2FI{1Ly~S22J@4a`KXU*}QN?&|
za^xUXkOX8Mfh){$N|1K_I$EXz=fg?AX86UyL14XJAI;CfFl0y)GBVu`7wg0Eq~{Zn
z7MsofD4oE+T?f+cN1Y2HBa&85i=3Uw<tn=fg!seGMxB0C8w9D<kr(_;skJa#Ywz_(
z&zr7b%A$^J#`jsDl<J1}+vlrFDQ&nPE2Oj?^ADLpG6kTbZOl5dFSk|S2;SarZcXFb
z*y_~ECT<P6-<N$}$S%Cx2jd-+s@w{<dA{RQX|WRC%AI^VuUuz3@A7Jk4`h-I!;naM
zdr?j)A|^5I=3>3-$1SMzV8fnxOMVlQ{Jx+R@rYxYVDMQEygIh|{WQqBV<Y>=)ixng
zT*~>&dmROd)6bfs{%)rE<Mc2*Zse}}RiEeWy2pe=2$HZO-CMZ0Z=SoF`7QfgH`==m
z%9#>9Y1qoXy~W#a*iITUSKbu5Z~n~a{%A5c2^a=_)j2VDAv#ptjb`=VtKs(FQG0hW
zKFGcvzDE)N%xO6?NoETl+^exd%P4LlVE+blgUajEMl58u!WATuu$>5dW?A@Ab0BD^
z<fo%e8E;7SltoTlj}Ee9SvSe+$h)IWUZ~Y*&UMGBJG1}|s@)ME>(wpdB)Gawvm}X#
zeo{4~RrH79w34EtF%Jg5cpO%A`7T!8b`J!abs9gQZxi`YX<I=eovnxyK5<{Q5)$@R
z*0V*~^g!M78l;<pWjG?;4vTSWurS)Oi)(lXnc_!f3&?)$E1^`}@0t<5!^ks0PMD${
zWwcMAP}_cjiDg$RQNsJmQEE|v%mcon(jfWm=y6BsoaLfYqU?Ez$x*B<SMdoNcA|z#
zm<EhAB53==42p<01<&+92)pw|++H3o$$67EHngnva8djJ*|Yg=UY?)F=d6yWvf|?6
zPWoY>p!&|s4kuF1y-wedk&z41J8*u?*o>lKVBq+zWq$1b?$gb>%~wL;`t5alFZ>x0
z1e=B1bRzN`1H~JpMo0QQ6{t9BTgsEuh8%vxKYR+4a+UgN)beDaxq<hi+y!4IAue9`
zl?smYt&NzeQ1nT@MNe{|Rx&tVhYN+rX2<(;mqy$rZqrrHD@44zSkb|0R0Nsld}0+Y
zE=ya7-P4IoToLJNHdFWGf@SqRZkCrjwqTowsE|!&yHf>$KGocamPOg<Mrd!j@7?zj
zWRj>KSv|)~d!w2;ay=oHZ%U3Z(YXHfIJ>S>dP2|d4>y<W<77Xb#@awp&SJ0`4@Q%K
z#OP9tCSSK)v!7?)b;PQ!F+KE=HNU~d%tPLx6*e>S=n=k3Owg3soU-rUK#a<beGwCL
zZeCWJ78e=aVt~e!*+PkT=6-RB0==#|7yKSR{bTYS4!(1PC|=6PxB(JF1=#{9leFz_
zvo1s~hYyt|$;<sKsr~3So7iTnBaPY5$5}@;!`kIlt<XC>vMWi%mcnw0&LyHS-7fCL
zdM4$}UC1$@vhJUU_d8#|A2UAif3TTsC-opDGwcNh@>B|bG)F^9y;AIAg})IU7|0O@
z*1Vc9<4YywcmFP;&P-V#PQqkuCCX54Emwd|PihLt;?ro`sMa<?Zl%p;v|kV6z`s?5
zCGQLZ2Zb(2t4d;b{D4by&T<#6fin^cdUT--%N&ge^%a+k>Id?~K1N*cM&0<+UcSMi
zNwBzdX*6Oa2M5OyQtI$$KsqXnZAPIKRP+qz4@-&FlmnWKNMwm8bV65XQ*<yLMlCe#
z1x^>UK}{$cCyXc%URj8Uh%?65_;fx8Zjrb{Gxj9CjJdQ*H1%j~u@s{FdRU_3Ow#*M
zB4`!r1cQO}gLYujutdnL=osPHM^=nmz(BKaPPo%+shK4ONcf-gdSG{5n6r|TkA{<j
zE!$1IiSKuuSdRtN$DSvc{W2qJHMVF)dQJB7O7lBt#z#E5E|Z6olk-o8<Vjg@6-yQ)
zbGIS_ZlShGNS)GBsHxKFF3ytFs+xYRmdv7NWO#7CysC_{ndOvp_Z03F7xL{`c!=#^
zg~`3oo~GK>w~?ryz#ot@Cx%Wxyhc=}7N$M~`$}xT&-S+tySS|@K->DX7MB-5#qlk}
zFq5>o(vVT^W|q+=wBy3H!;YOfb}7t>@+2VRd9{fT&7Rle^z@8kDTTjYt$b%edQZ0G
zgv9U3)EvWq%V)OKgxP_0ZbMF2>LH+meX%+z6`cI(CFQ9?yyE0rzC!i0xcZ%9Jk(Bq
z1%)J7JaO<_PbaMvIhAZ7`V8;4sv5MJr|(OKk~N9Ln5v`%-RBCMLCcmamhDpi<uj78
zcC+yW+E=$?D+R#6fo`lb`G6n20QRz2I!47K8+WC&xj&PK@9)V|H548nSj_)_5%-os
zadq9+Xao%qG`PFFJHg%E-Q8(43GM{wU?I4>y9C$Z+PJ&Bd>whudGeg|-MT++)lKye
zD!Xg%HP@PJ&N0W>bM=bcCfIo{ZMEq}?*qWjv&daLch*cGVQ{38Zi6v+?n?+xvI(c%
zf!%l>j0)P?$=X-P%hB{z2NQFJurefc8Z1&ep3*3$F|f8Jwqi{ivKq>bh49w>65JVR
zo6Pf*_0n=?9auTW(e%YReP^6K2M0FZ8<3lj0d7|Zn(=sWcViBR-FcfvsG*zV1yJB>
zs~f=(;V}crbcagWqH@VVK>;ay?)H3J^_(pXHxox}x}J+Lpt-$Y-e*O5c_}nL?XYI;
zo_Qy>7zB53hp?knxVuvf<ZgDd%8oCD-DuA41$>m{sysfq8!t(3BgT0i$?Ma-pqUEm
za>%MXmLxMZALeR_8ROA$mSZ4T(H@p$VpL+jPquaihz|~bhFf~_6QyV25MQ#5&0dDX
ziMlk)nE65pclI7QQM>Lg>Rm?9q9e(@P?Q}-wE00Vd#{O8gx&O@3ZLXG&Lv4F=IU+E
z!Vjq(Sybrh^v@UAH`@m>5b^mTo#mnfyvSFBN0&(AR71%n<deX1ee4>IIKW|=DHTt5
zpBUwwZUL}sNsnOU`1_9^`-kH*f#+Ea#7a=%4*K1fhP&$euaY}yLcGT$CXd+$ii2%E
z7HVxhVwCBg4hI(ghjS#XV_qLF<bhoS4H4=l++;wv&~U0YZwvubgkGxZrdX!I^1s7N
z=Svy=+%Z&DjvrbP^z)0j#4jT$3{35oTp#0a!l<wS6vpve{pp<OutQ0O&8h0hJmUwv
zw-qEmqYR|_*;e+KbP54eT9hw5YFN=*5T+(}wpKQAIY|wy10I9Z8}S@8cJJd2tF_Nt
z%(%u`4N42X`_W;oeo~re{g1Ewu4qhl@X%1<^h(z_gcd=Is{#t)eZ@nxHb=7+!Zt>6
zVht{ZFQ<sD9ffOy?1xu^_CAy?ZI~p!7Iyz$>2t(Jtl;W}bC*CpKaae;<OTg<=NLb4
zz9?!P%lCRL{2IxV2Tqq_E{5B6?uTiE>s`DRtjVBi9v{<1>5Q4SkD_l!$sM~R=Yd4w
zp}_VQC|~R@E?-mu!PS<nZ)W`h&oHB<M$0BSx7gOUjDH)J=;I3%^>h&I@`$Rm;nbzx
z)Ztndz|sALSMTlEOSZ|B1E~ng_*7tsz|j-Y-5^@-kto9ha$^sYb6G)2&90uSs*iRN
z8Wn|gSzDsMLru-hHg>j+eG!HyRiw0C+t&QI?Fb!4FXas<E<IxZHIseUBud~5kD3}h
zF5;%fJuj6{2MIRQI&4CjQ0S~77jbhlI>*>=%S!99_pb^ln{3Lf4(FTmo|~j^UQQmL
zE}#rGejv=I`Z2>s{T44bpOdTQz&`}}M|`YDKP`osV1l5E2^v4N8Ys}?fDM%6W$W#7
zO{i6?{R;bd5DN=y?TF!N4Inm_zcJS?!W);w&Yp$&%a6Xi7ZZa@NJ+e=R^}(>`1JZF
zoPi;JE(xxvF<_cm1grCVB+O!~tM<B9>=zGN0kYPyV<{4pCR&^ZSE5s~gS;I!mOEX`
zU+j)+H<f-)gisk46f3o#I(F==>8*yR{a7HeGo5UgFn7kx>lU*-xv!O}C;;f{AlCQs
z8F@pMl&I4t0+Fw@n3=h2BH0s6E6Szif^Z|f%TIH`MVB~{BD!Zs@Wu&2m40S4Jj;02
zYc!@aJ<>$!JZy!ZsmsLr-Me>%neef*WE54nV6c~X=v;;zaFsI7*kIY(&rxKz?`^)?
z$=UO5@PQ@F+D@Ol{-JKiFyN}=oD2VEMkKAIZH68#K=A_rh_Vd0tBNQZ?%YDFtJikD
zq<Br5(wNdx`8N8x0YEMcOe@H5)lDSx*}e>j=F&AwR%)V$OS^o1(FLlX(Q{{lBlvOH
zR~pMo*c#2_R*`%5kSPD8izZb-E+{r_n&-~&a5?m%4@;8caRP2NuatFCcY)*CuT%R*
z0h1di@NBexR>9r!9Ps=!S;b#td-+6?-h<%@v{&Dz09+Wc!pLYOW>2@t^C`L1G`2o^
z4M=T#)$=}go2$@lyNfC>KvVe9nIF&fgyp`scb=8HA~>DqmY+wL-n@pZOMG9f1(#1A
zf1SRp`+5_wDT7&PGr#oVs!>OT{w?pqq89^)3lWqg`c%!}CFFIbB9%Pf<wY?P(F;*s
z`!H_zy1l~17czKAw*4wVLo>^YaKB+>L31qf{x%IWZ%r}ywThVw!71ykNPC%~5qubn
zW(E#+*0r>f2Y7#EHV^i8V!vH~T?v1a+{j@{v6@3mm)E&5v9Us%xtlEm@zH$<hi_rb
z!A0cvcCz^Jcd+n#I!&(h*YmY>Gd+==tb`iK?c~HYm<_H}*IN~`?-U7)uSAPs3{YdW
zqJ|kpFGrU6X?9VET0`Ewv>{d+tRO~6R<@Qd+Pu`8;A4W8kaLULjDM|FRIeCtgfn#c
zG9^*gu&g2X?I`q5Qf#QOpdi+{BNtZ<DyHWTCzi(-AFmY#AFQZM8KrUJh_HdUrQL&=
z@IJObtG5CJ^lf0gAV~Emt!Q|%HJs8Lji;_#A<d>d(U;L=X!V&X5jK9$6@orbKH7b$
zVGC5@YrdehkFrP+26vF>oGT=fTJqjqQupFc9y#<a+Z2SVdCu2@zD#Zt_s1`+c%RD4
z=^9@!;ngU)FIdhN&^>LX9ZNMm?FMcZ_3WxjvWY=uw#nSgO)CXD`YT;0Ne(2VU&MN@
zAwk5{?-i$?$l~TdXltV(kP+kFn0QK%aYtwsb|$t_7?GFheYnNUd5?95(ra{v;PQzG
z_i_06glZ1qQIRPHp!i_lmYVEafe%RN29nsPz1hQ)z8zRRJYPy=q>iXlHIqg;D9Fop
z0?}y*tmy|*e0UM|xe74ZCdaLSxNs-!ayy2{ESSd#YoKlW(&XTV&&Mpmu5Surgy10>
zW2Q8j{Gg5JxgC$M$VP^j7+prZpbXj6r$$#&#LX_LWt)mNuYMS<e>sJ@rtT#ruEO+;
zWptZ_?0d!8`|IOyrIRwqS01{%&0}0tOt2hMyg2I&ogqTady0iKJsFFp9tWsWg7-dH
zw*3-;SX6Azk;D0rg|&Q#b}K|(eczlW&h$(NGMW^1bxT-77>%lV2%}V8U)vU3zZ!fl
z7WsB&w&|b&H(I2B5{XR>#Tpd!2|tR@2F<>j>l<719Ss$|P;cZ|Kw(O`S?L=viwZUT
z$P78cnFUFuil-o^<<OJ*c{*}N$%Io!U;TJ*kNQmrLo@UEeWW(hsf2<$4Ij0(-fvIA
z(#^aXKm5}FAzh-Kez0K>5PTG56ZY~DLJK=Z1zQqTY*E`gi&^kP?tEb*IST^f+?1io
zx1^Q<k3*^i@lXdm-W~l<<QoeDJr|S{n7FE@UMOr+s-Q!6GocX`PzkfT2}xCrdr{#Y
zEvm))<baZ-BFN7kla+zkOiqX?61FOW6Rf#R9yt$(b<4>;EIsir_{qM<hz<?cn_Xf*
zh+;D3_KQU9)r>V><7okiVc_>#;Wu+8jn3AQh}puJSp~pJ0)${<MI9nigdb0for$yc
z6{Ut3m3mYP3^SaHNyWh@1-GL*GQR~$vQp%eT9>HRnU(ra4@*d&4yU<q@m6~^UlFet
zyc3pp1PQAXwxR>e8j1Z!0oK-51dV-Q##S>#ekh6>9o|SJ8y#8%TlMUtt1!S#1}wB0
z=)O9%J^W!hT_b5t_|40<`mQ7x>M*_Cz&^yoFXe0E(dK4g0Y=471;a|91dN&8I8Fw~
z#N^2bWc!FCzrv3pL^i;GkpZ*4IB%%;QR-D4tvQP=<i2DfR$U?ZSXx+=H?lda8h|Az
zG@aiP6oE}Fm{w=fQyKaZ;s^(0kclW_Ma3}wh33ov<X^B?Xf<^D;j~EOg!^p@woiE}
z&OD2$)K7V`-1*fO{a9@S0TV_O@d?uPW(KRhvu(5;X3d-ZLKH2Q&i(w9obH^PZyuE9
z`QEe#8lYsZ1GOQEtL68C{}jJys}YWfe`<&esQ;_@#YRm9w!?FM%R!?|r`74`fNN3t
z2*EZ0a<<}^DJ5W2wCIz$%xzHZDMayu>?|xvWrTl9mh2=36z*gTi}zm!{UL%@edao;
z3@BI?tfy7Us@YdUR~TV`TzcP4T0Z=6R#u)6UQ}a*N9pZ+b>JWBTB7OC+Xa^CCi5-O
zQ!9q)d8p1#9EGJx46%Qij`b4IL^HRw)T;wU%IJMGs3rH3CqszLRQJ`p8JeKcFfJ5%
zd;#zqkFkl#?6dE{!lXuwqvlMq%`_`xJb1Vh)fTz@vz$F(B~j)tCGqXC6niTyGmkSw
zP`{7nI+Xz;YjKg3#jwtxIqzQzEm$G_LL&I{fgGiv6{)`kTESNzi4AmB-&=qDFxvH(
z@(fmfUc6FKnkI92+;jaOx-=u@t6x(?c_Sn9?>iFyde}^<&ieoDVdBiu4qz=f2KEzF
zu+u+9Va%8pKh<I#y0(D?2nj)QBqzp=*;r#8u<!`+@+-0p?Dyao+V>{~)`^o^C7{N_
zPtzN{icnx_Rj^%4om%f)vYiR$B*G!W%Y>>L$-sK%eW)ewNB<fvo?mxu@D8K_tHm;e
zoRl{f(~3Wh`tV{DruNgSuz!iq%_N(&Rmrs7&)GOzr+f{*N@!3*^RDccbOjT_LyS|5
zuM$lQro6^Fql-04s9mchO=_SK;)YW073nup@HZ2Tb?P+VpsZkZurqptzlWIKXeL=Q
zHD3Z=mXZf0uAfSMQhP`H$Fs!<c<`#6L>S;;@<Ytd2g~bLWov2Or!s8A!-W03DZPI4
z&?Pc*y^5Om-9|$=>4OL|%o~`2fxb0rn4LH!r8pO?>6e+|;gXec1w!gE^hESbY@es@
zkif&l6beUx4GWpT66NkP6MHjq9nTs}IrxnMIdjtHkiF>9Wl=j$X<WvRUae)9*My}U
z>r-z^Y~u9O)Ik}P%lOYJ9g;*r<Uo|+%vucR*B7BS#;le3#>ueX4a`GJ)T>U7033$-
zC(=y$1F6I%zDduvdSA_s8COJMu^5UgEGobypz!-H7OH%1Dj&BolbVcYQi?j`HXEw$
zL!;R#Xh(2f{HPr7*}r=6DZk}qY_v4vfZeQZd%$SO&}2SCuP-?VdmShi+e)a;ZL$8=
z&JbHE%)GN&`2I?qEc;r%%vqCDcEr8lTyAh%^w}8tIzP#&&;7P`<q6#-#Z2yuCq6lW
z2)a@!>!Vr3t|-$zPPEA`@8JT?TSRC5#-T?AKjn|kJx|fDE7MQ;tKxU1DU8lli*bmJ
zbZNY!$_!28ix{#gErw-l;FFanJVPy>>l+SWrS~pnA9G1+zT>U>sM|N-4FrhmvWnM~
z<<uwx=kzF&0i;2c+O;N0w8IhX!+6~uWC3drS@w^XzLIlfrljB9<OBy31{BN2!<=??
zwq>z6JWW+T(6h+8TU@&>3L|#C-4*pRlj<riNZDwrC1%*n($zB3d9P$Nj=$|$HFHmb
zL;$q8dp|W)A;r_Px?(%n(s_4uAO&X`%Oe)8T~<YjnXntIJsU6zvr|cBOpY5NCnG5n
z#<}uQtd+xRMeJ)*VunX2tDPnJFbM+p2*qN)pX@fTX=iOq><(i{I46v4{Q$+lM*B-T
zYpEFQqbdt!3BUD51ZDCa0+&s}fj!4{wR))C@k$q1#q%ED+F6!YjYBcT99ar=IdHYs
z7}?2-`^U5E0$l;x_gP{-q<nAb%op@_5%k1#kVbObIX_iaqI~Bk_y`2BWFgqk#(i(D
z@RZndk%K#T?i{Ssz$;u@l<l?Q!F`Kx7CW7sI4!4Z2GDieT_bbeA0rV5(rbpbiC0F2
z_&3BysFNwAx^Ju_<~H#7JU%#&3S4*YS732TB;uC4Zd7~PKR*QOKNuc8**e!kW)q*O
zNVVH9>nkW|si`@+oe?a{3jm17x-i5IA6<HSn%64F;pWztpBKivm61^6owV3^#Iynh
z4FnC$#I_jqU6}yA5l_6d717^YZLN6`yIzIUU#%Qe823itvv?h-cT^O3DHPm;riq~T
z2W$bZUS6=lSHqYj-Ng=Wnk^QlDpF!*PB%jZBR2%WA_OPsyKQ>wY1v{tleYaI4l^>*
zGu`cz>b&uoA8o>%wZ!&HOK9RfO?QoeBgw}H)hMx9y)qy?bOyWx+(TCTM&_-RT2np4
z{@Da<JWlg*4@=<E^JG3BOt>s(QVvhE<tn`6%2#37&H%%wnb^^g_`ZJQJh2?Jog$4o
z$ARtr2ja1twl57P-5;nd<dCVbn1uM(FX>G7-kbAE5S!+2-{A$vA;pXaj<#uFCB=|O
zP>w>fsz=+Kg+kT#(CDNKrYaZg=XoFD(95L{IgI8gqu=h0D@V+;j~AtiTjj}b=pn`q
zF4`}C9w(#NWFuPytmYbcDia_zth?+WnCxac*52*NBauo(A_$-bzLEkw61$vLoGA0t
zY)U}GaXMM6SBHtKSW6n})tBPSP1vThId)uqBnCR9zncKsE>}D3<+cQGeo<Uc?P_^3
zOiO#Cprn<1n-aCC1JHI2Sv?|z##eO2T`C3#u+0Mo=nVtF=GrWmmT&yK@rcYJW-@0$
z_<8i>Z6F4^JtD8)s<(|lT=rbSc{egX+*iOVVg*+3C<Yo{=-JbEf$4RJXEGAPdL^ef
z45?v&tM1r5Cl)=xQ{b1Z?Ext#j3;9ek-H?~mIBM7$C0fx2KojIdhs5_wBNC?fPzox
zjEG>7Bd}9Sekvz-XMAE@F~2zCyK`?8Xa^%MIT3qrySNR~y!%Mhz)|GAm6UhahYDl$
zTM@II?)PH0XK>Q8vTrXm8NS+^>L%j5zsO|ZWam-_)_Wdp1lk$q*2i-!Dn#2GtO|Cm
zZjh$YU$v(;SZ94^$tYV1CHR`6OnfTQ;IY3H&#L?7cwTXRdex0!uU63O$8cW++*R6r
zB*rT!-Q0x=-?1wYav#&;=x!C2cKQB^(6wTEiAbA{mssQIndNyZnI#s%R<I0${DF^r
zLvAUzcLYf~@_S%L>sal?I))$nGz%vanG*$T)WVW*sAK_E#XZuJGbO()aHq<vC)*R>
zNqb-*L>%q{CPa4h2c)Mr$$Z?C&X;IsAs|wa8LV|u<Be*%&z2XVSf0Q~_!3dC$wg$U
zY@NpEyCi*X0!G_~!tL0B-H%EUSXBhNZ<9iCwucw+VvYJlt?IN~G|j~B?6w;ycNaHt
z9uPl~=e{uo?(sUWeYjk3zdJm+JO!=R84oW?N`q8K)J)yvy=G&<QEA3B35&aIbK*yg
zgLud>xNW=sfJG<Ym8zrEqatVmnvRrjm2k-wysw>8@|H95muB?0?6}VsUN>0wyF+sk
z9vc}bK&WW*eEPCE#R}J}CRxh>>aGk&pDrFMCJP4|hys%WO%`*czEK|U6frdWo_Ql*
zC8DR_-e53@5O4u37K#;%UWwjyI%Bon+%AuxZA9EZ0*cUOmvFPC5kb60r=@XlToMnx
zZKJa|n4auyn4x6Kqiv}P+WE=IBqb7rD}sVzUOkNZpF5j-<(9rsJ4(!PyN~ZEW>wHT
z!pVj%vRMtyz{XhY);IJF6R?o4I1r=QTtvU?GP<@&ZL|@08d_2`M#qZl9>QiJ<K^Nb
z+5Lf`%)a(~f@dujc{@I_(A&GvYq=X=@tI?vWv`ca*7fwkmZ;M#WPfcA=k+GGWCUL|
zAh@h9c<^G(*!w#QOB@M#BtAhHtmulZQ6HKQy5dvHYWW0u*~j2D!n$%Ai+v?|()Sub
zH1v8zO?zz)`v(l|6?v)p(Y{gk_TV9vdhV^1NW0nn^}|<it%m(ht>4*K`piX~AhgEf
zvGj*;t;h=j2idB@%BN2+4h`wBp{yQat~owq9PO0c)jwKHIa(%V(yi*W6KV5hn;q1e
zUgnP}cYcmb*nXAECea<wwM!-Ux%VDdYIoUJiG4WfV(!zfb89k-9omo#Y=o@ntE}2I
zH;sX@9bP3aAD0SFR0^M(0e5vl9h4>dol(f|%NxQ=aH)t_(K4D84WA~2-bw^_1wsQF
zxaG0w(hgdoQOn)eF;LCuw2xPhw)WQcwvK8|dbaCfE;yzb7@%i2`$|ARNbzmi$Uc3O
zybmG`)5+HE*`b0qjzb~7&d`PI&bi$B8i!Q9;C@)i6_U#7ZcTiIXlBP9q&DvkwHifu
z^mbsOD~m4P_QxDA23?8IRq@>G%9<7@#{*o3L_O9zBfBB8@Wc=-X3=&Xsh%Pf%E|r8
z1Gw&4Z7pxR4F+HQua4{{gT<2j!lHMTah(mvk8=~tkM`?zsa%dXkI`*<e3xZ_HF+Zj
zH!{)S5<TAYhIBp*BtISI%ZKA=L10oD!%^j%0RP9ASU0{V9%WR>O=6MB$f4%Suc4n+
zS+?vE#=8%CJ{l3bXeM8bJ0th-2lfDHzpOR$$Yn<?w3!}c4~LEc#3P@$^+=_|lgRlh
zbMu6OvP&Ul-Nf!(k!d%>t^VI$-@k=`gbWVq&c<?zt%7sYe7KxOswjY`fM|@yW?PyX
z6reO%#@(s>(d8lul)TF6QbOO4h3xES3U+I3@@6w!yulg?wZszAPW1Xj+OeH;Q*Kyr
ze&iF-1X7Pot45v(Aj3ODei<SC{k){=`pDl0`t1Q6{M$E?-RmDh?Z4CYfPqrMX$1Bm
z0Sdk+B{4U*UbS#_aI7)MH^Xn4V`_Qy3v=4*r_kb&$tX$j^z(7_UIOfoSCE-l1TZjf
zVPWN^B&X8hDju~Z1{x*TeL9sQh&e{StZd+5;$Yz+Bd5euZ<@~6P8eOMd=)p7OOG%2
z=S!KP$K!LVmUn1oF56%%gTz6kHfA3GBrWMg$j3%T&n_fa1pp28!+9%B#I4>&2^Tm$
z5M7g<X;O)EYqSSwH`!WA>BMXTdRrsm9J-&3?&7H?+WhtIdvqHM^SXM;4A4sIt9uAU
zvOpMVR!6xcS_Rff$=1g{p1qX?a5|(s1KJ;(fnYMFy83F4#T?P%M}=zKp|tstq8hp>
zallw^Ll$Nk=?kXIyzQ^cjRLLJ7e-ziBj)M%3>K_8^ulZPx-=Qhwa}(8t5;Rq%Y2FI
z8ecxM**-j=dWtHT!!7yP23#BNF_X=TV^2HfV4pBwZcs>clFV(~F07GRCZeNOqt=ap
zko&(-7|!R9+1+Pkk7vH(6^ndgRs(wW?Wa_Ho+gl!lb4Rt<+FTvQwHNr&1ik`h3yC$
z1r_yygCT)buZ;e)$mja!pw(_mEv=ZDE!!qySw|}S`hk;<68$WJx1*zt--$dj*~d-2
zb}3AeH&&}ndx^ftzP%Pc8l!4ygoiz`LBb3#R=&2=gMkh0wdbvm!mT34|JXLJ#No$e
z7%EM8kk=htrc;g&oqWf>XoPzc!RQr)#+HJ%N4L-Hqn+l&$PGIHiD1@=d#$3mzCQ}N
zOt>2<;@wyJZr|-2I1~wLhjp-+OTn|YO24=wFTv-THr1DTHp?QOmRYFX^UQX->k4Mj
zFXyMmvSovGvQJX~#LPg~2*3S8&LLXx5hpJGQ;9SAu-iOC5&K;7nM^zh9_>nd35cC7
z$6Jvc`{XD@&oVkUWX8)w-@V;(y0608anN7dk%)(I@hw^AW#O_*3>1R>L6@rHDL0i*
ze%q57=^PkNqjY<NUpD)Rrv(~^hPx58WNu$XSQ;V~L>SI82XroG5w!4_9mTf^dK!WV
z0BF14L0f~5rn5sl==TRz40)Rpc!mM{d2LTg%8HVjmS9ZAW!$aU=4nn2p{4i~`h5B7
zesJjOP^&aV=y1v@$IE3#lBY5ix60{myZ&|9l(ByG2|}Hy1dhm>StE@~bCUdt&SQ?m
z)uxrbiyRS|%Wxsr1X4ryp!+R`e)v=691F)TPu2MQW{$9nbXg4~^qK4Tdi4Bag?;v0
z!i$N6hF?TEu%aFh&UeQxl74JN#8ZwD1RE1IiJ(gcyTMV!j(6*i`|PZryzRi5sTRDh
zA>P-lqA<YCnxu=vt+80E*E{`!6wqrKYmf%;w-o<+uzCW^d4e@oG$>+Tw0cXywkUs*
zzE{La*Hu?n5|vgDA)rk@k8-Dn90CWTN{93H3J5YEY;`tF5GURmk{E=U($-kRF65y6
zTB(#u9tqScBT|M?nXjGq{KRhKbVur0mP~<tc!O1R`KshtQ%)6#<#g;!Lf)>e(Y_q2
zUxG|M8dE%jJu>i=vok2F8AHK+0A6mf%glO0=`zlqVkCEn4SFcjgEzh69Tg+zd3}e&
zu63(ZsYxkvx%3^Tb240yiFhq};|>-v(bdz{)oy#t3;W<QYv^U)<roSjJuNL2whOxG
zHXK7LgW2KimltAWIs4-cZ(dP_hMoqaDl0|!?<jp%a(SfMRdTt3w0d3Vu{^B(Dl0B$
z_<I2Ot!JM2FJ`k-*3<|B1}X7IXa$ZFtnM|hUHe1(#pJ?FEFIplBwbwVHxxX(>Shrm
zF3WyJR{F?PJryzeU0N*K4N;Dj6_b@^-TCFAvLiiw>E?y~g4rm^!~`_7krD1kb)O`1
zNWh5u8|Fy$a7jr{+;q(681tOu4t|cW@hw032`Uy2po{Zq!T2yG|J;q)#YPQN3Nk(;
z2{;>0V^l#^8~+0M^EVm5xmf=+)E~d1PB#QJIQ-waOny2wK6MY2_Alfo&H*#=qcEau
zIX3rJYxS1PBIL6>mJU1HicU96wmigWqUEvM@)l7xhw>KPV~4?Ds%QFWmb(8cr|LY|
zq*448J2{xrnG)6^#XCSc^<rUC+{A1Bm@rup{+(s*bedt5MElI#x{l0t>(T>Oqo`&<
zuYuDoirsg|)Q!|&8=}}X$E$fpdrR)sG;upirxvMY?-Oi!&4M4^n6Nc+xtg`RO@hh&
zcmg``C;t@#d$8OjK*tvOlb#}MXZb*9cmt-d2>4xx<Fx*B@Beq46zErcS69;M{6(OZ
z+aL4m7DoL)-B;+P&`*BtudWX;=Ec<}n`?F9)A{TF!Cy0ofv_pl!R6@{S~GY0$#DMj
zv*Y;7tP084zq>?Y+6`c5f6dUx&C!d0^NcIM=G{2_7q$D3`vr8Ml>Y)h(1Yo_{~lud
zFGG9LMgL7dekA){1inoanE3p!VfY&tkuCtE=)(Rs*B=5(y8UXPyTTcl)-RXhZ<`2T
z{zCnD+Gzi#RpAr;4->+Tw>dSQWaR%njHr@08-4Ct%757N>%N$@FBfPqdPf|~ACkWQ
zdl<hb-A3`>GsLLzs#cvoDsA21mWA)%!{Drys`S~N&HNuLRsLtCI?l|!{yhwb-wP%B
z|Mf!YXZxM3bUfZ)pQ=NM+^ou+{%ZmPD58EZ!VwX6d)>0{LWcexj&^h!m3{Nf{M=k9
zOny~xd5`eFZ28LhANz4$h-mU8j*Nt>7ol_Y%4woBdng|y!Eq1{BO$m3;a7LeoBYex
z0E+P6Pqb60K~$U`AAj|z>au&)e5uIN3Y*eO>oQ-7RO|~KJu}HB3?zEVJ<{0J1Z|r1
ztJ&or+u|$X?;&Je6$VpU+uGXN*|lmZ*0t}R6eq0e7sEWSr3g;|gJreR!`g(H%o+5H
zK2QoXyQEjF%kXID{?&T*Un7z;KFoTCvntBS$Y?Az&9OcMT4$P-g{9Uo8<9`WaRj$&
zp}tFusq<b~ZQrR1Mma08%86oeDblQ4FD_}lyE<GzID80`HO^te`pYMHss9W$(dz@{
z#}O+Vn=WV*J?N-WU5xXo`7aDJB7P0rR?~%j4f|OnC~)YUqM~_dLwfI+j6HXX6M~hZ
z6Wm<fYHDhP(lWASrRiU1@7i76-E^lvY)~9GrQs2hx&Lcl@fv|o8T;w(bW`AeIT)sg
zr&whA_8}>CPbZ7670%yArbYZ}*twZ+A07}C75gD~cv1{8r$cT9**(bg+cbk;MjC0X
zE3|R$+byvjk?mB5woaOAQAhsj()q77SV8_zI4Gv}CU-ktYRS#bJ;SMyW~Uf-55pLT
z-#ZwrVahnY-2uPeo>IlGg+EQX^*X7AnwRowF}6ybaQ_D=$W%f<RS}4wp(+CwIR5de
zCH@_Ss&wpkHaa!B_V)G?r{4lwdNFLJw02VK4U9i1nEMjVSudizUv~!D$i=jBelPDy
zK#t?qMsEFa>tLaClsU|V9O?<^luOWQeeDXRj9503KS-<o?mF(DVaOlhPbf?*dW-5l
zIWv>hMtf*-8%IYK&OtFaZWC!fe^jo_|5BXe)^shLg{fF^2)fckSw}+WXq>LX@U)>y
zEzp?W$J+%RDPdxg*2gXg65IC2ckF`y^-;fr1FZ^P5Z+pE-w#c-nIDbQEXKRjDn!Gd
zxWgssbgHSi3GY(JFwFJKq7i1~U!$O>2U`j<YG+|ibGlmg#SI6KzEg8?;hn@VpEN};
z3~TypZ?@O|4l?3!HNko%^YdB~Rr!-~n+p?(wi80hhPusUrhY0*A0o$sC*Cj>S6qiz
zAvikENS+56V8=A<cV;P%r1&~sP3?tz8d@uySJUVbA>N6oifKBf-(xl=UL^l#EDq=u
z`yKVoONqxcgVJMK0oQi6!uwX&#qUb7mg}?OTx&;otnEE&^-mlrmWxGGF49wW+c;C|
zi0t&ck^)nV7!993L^`&#Ihx%hRYBqygXzm&ajUTc(VKw-@CyrH@*I(}unGo;RNt-t
zm2cX&{#fb!E`**g!k~*a;#3p(ZBVVzbYPs8x@Kn|A$C<V@Ue|kda;^i@ErVG0frPa
zo;g|TGRdL@ZH~Fmkb9ydj#zmEKwD{{bgjF7>75`NYU&TCM7x!xL2;?Y27c+X^h?kW
zEvFo`)Hyd|37Z7cP3pRedU|>bOJr}BKzh#HZ1aQN-PeLIp6+g-ajA;;tV)HF&v2%;
zRzhwX7t~|+<a|;BO>8gSV{$X^zA7e{Zt*lwpj-i(xJ%p;6J?dAnF@Nt%hcU4$)@bB
z9JLQQd;SXk?Ic9Mw}5g9X&)K9z6elF+WLM=mqHzYtC<5dQ!p>Rmv1^8ek0$fy_!t#
z=NQy4m}n>4VQxBD+k+p%{Iq7%I<Y#r4g{On9nxDi-L2QCru$8wG5(auWp0BHl8^6N
z9-_3{KB<6S;8FiG;x<T?PCa_Hx4_3aIfhWcD!d@jy*72=>K1y<@8aMd^15;Akg&GK
zqsv)9xKcflEJ=1^0-tvssDw^%Y{RCpSJ+nXe(6FrK6JKju9s3rRbM#h@S@n-d7&9+
z@t3IkU;A5){5K>hR6~Sfnx2|cRa4Vz)vKF7pVcZew&sm~pH|{B7$!-h*-XaHc*PsU
z2Htn4V{>c6R2`0x;B65h%@Aicw*1AvU$8ukVPuU(YR1DPgkemro}7b~ecy%q0%(}J
zA-q!=__RBg!XL*rJj;O5P|w-qb${%ndA7$Qkg%SXDXkJ_h6#`5+i>Z0!Qr&lP*e*5
zG!^UcZl{^2I}SHbc^Ib8Zl)*~8Ho_M-hT>~IDZ81$wL(j%FUN)z})9GP11X6BrPSa
z#(g<hHj1c6hYR4&*7^1I(owV5^bVpZ=~L%c0(+pWtz9_n4e&2$VI%l^<K$_XVs?3G
zw`Hd{wsu^1aUZY0Pi{CIbz26$OHwHxXtCE=KeKHd=83+Az+VRJOhPTocoO?uM6HHb
z`S0*Xzs_R{%(_{vTKRt4-QC^a-w*Dt>s2=^Y$y`Pt`4QuWB-J2&6>=a-6T{8NJ=#j
zuazuI>gY=sk3u6pDj~bKr+OFD*HojiQ-G`;Rmd~pEa0@8;v@!en%dNswk(%$&aYOr
z&pXafDh;*=?c+($0lOc!tOF@P7}2`r+dBHB@3BEg?(iIc1)%@R3aUkgRaNKUc2*#R
zK7ET;ljV%%M^+yEB&CRv${(NJ`z$BLm|+dp<rz~)L*it0qKweAaehQvsN9Fya*EG&
zSWJD@5>#4U^seUg^fXUCy|kd<_DXv&{llgE@Hg2{<EJCdQ-1EtYTd8`v0H#LPE~gr
zue6x#wpc$KIreoSKp(H=!z$u3V+G-vB^~DThe>4eM0bw7OVctKU6|BB2>G_^@;c#?
z8bOytpCdP!SSewJq6KUjCfL7Hx5mfcSVgWz?%N<WH8nE}3xiI*L*161fz2vZ`saOb
zxldi&_kpR4&HM3~)0F(&=X@S!S@KdMMo-jr@Ze;TUzMY+6t$rvyfI$F?ISZDkgwyd
zfsTU%I9(H!>B&#7nUe@)_cU$@ly4+`-2gCq(`~Z&IfwD=BS+m7Rsp-{(&p*D;mdR{
zyn+K2k!vV>g5{tVOxvAfE_KQ>oPp5}5o%#Q1|PhIq9=H(BLn;Eqyj@0CMe~;!O8`*
zD09}otx5U~kn^?pZcLeEdcJ)AjGC`+w^Tet*V;tFI_j#g7E$UE3C=x@neP_X-->Jx
zqV9&@3T7&Wzc%s`5Eh2tdaQS>;^ySMxj9`|RaO0Xf6DAp@Pk|kBU_V)mKG#yE;>3n
zcuss5nV^E{C}7AuplEn1q}qtNQ&0YsOsoZQ9KOT~Q+lTz`a?=XMt84uW`T!XTcJyb
zxx$j^eboYbi37#oBaZyf{2MVIL*G>~#v@}>6B4$AKzuYbMY%_M&83(VTV>a=t(>R?
zX`Ya2b8A5K1fBAps%wssPu$K|Jju!qwjYm~nD}5^G^<NFX=&dyf;;@-Kl8mc>Oox1
z6iNXv<RSE<I7MN6hOYOsDKFBP!G?fegV75T5Zj2~GZzF#eA<|XxTao-T>aenH>1<R
zQIa_dyS#{Ii@t;)<*R+i{nELcAd~ap(deN@{x3)G5AATcI%NMs_#UkPNmw<XqT9ZG
zwF9^H9W6HO>{t*Gq_+UB(J_EJO{&LOE_N-)k{KhJu4Lity(?g}k*oO7Ggo<NDKyq#
z*HoznkT61M6MKx5)^acz87CWzi;Fwap89x1`w<9bo0;molzJY5A&iybe>dzZfJu_)
zBM=<K{1v+*FOOLnyDLQVLSBtePz)<Y++adw2k$!eEeA@F>D_8<NN*)SA;@D1#d#Ae
zVqwdM@$XWoSmIBj&#(fw08^o!;{3S5g?}`~9N*d6B8M$1ysIxBl;e>rIps#iPCq7a
z8`ueFiS|F}hx?e;GCu8rkK8!KurV}S_SVM1t$$<$fAQj`(hth^Y|yjgF^GHs_71wx
zIs1rur;>QnJ_akod(X@+vzwph%;wfGaKP|$i}D9v9^bYbNoFohm!wR%;wH0u@izb0
zxh&jU5JNzfB;SDg1?(87sSWkK`&6Wij(S^f+Pc3W!wNFepW?Nc*d<j+a<y*g?EIW5
zVGZ05I_9pXrRCL->1#jfIpZU~#w<1Mc`298;JZ%Cnz2Gr#^cjMY!&`Y^?+8xYM51e
z1I~-yEmrD=hN~;Ny}(Bn3)IJBslf`f*YD|*CQMO%Mw9uJmJDw$!42Z~D1-W?C1LE|
zB-5UjBhsTnW>mIrGx*)|8ARjahcvbGmDP}0*<;aXXL)1cZ*#Yj5BXW*b&~=Q$bY`@
z^4}i=z<(e;TZnxJBlxrlA0JQ8Td)Lv5;+U5JecY$GBS2&lbk@IG+zoGTilOFQ*9TV
z3(w@f%RgDK6YyWP--zundmEuAIIZq37yFztq_9M%;TZWPiP;)K>P~~Z?U%|(cP~yy
z$iG9|zI%jbdgIk^Eg(j{86(Oxja<lBHsX*CyVJC3{-7rRIS1?24W_O2tmPQO3<H;|
zrU35ZKY0g_hd=Iq$QBmGA_MgyJ%!)z$=k?ityH&(mzP%#-1l9VJNK;60R>K~`#w>5
zxNY;U&mBc1I(`q^2$~d(k}$bXeG(%>I2=Bg(aZBEcjjL`w;AecYWOai2?myE;6^ww
zq}q0Qv!5!ze#I#mx4Ff%^~jaGi!aX0du)#YB9kB*p}h^E;zvq%XmF>@Qm`70+(&gG
z&e>f)x(Yg{$V>p4|8Q52@ZC#p974l2{$~!ur}<4WfWA>HyQH$Qvg)*Wy$hqIr5&1>
zKn0nzvDNgBg1Q(KjG1G?79wpA(?;8>OxM(fz;88<M<=YHR$Y9?xIUO`vPm12Uv_&s
zgsJQ6s@k!(wzO>VsaqWZ1w}>C4?!^dE3sI7)|WYcEFY}g&QV;3(aq&P4(^ewgH{#q
zwz)M@@<|Yi=!E?q(mMxulMVBoG!i>l=M4_WxzWaQq3;vRsBc?|8D*1LU7*m@KVRA+
z3=kLp&7OFNB){*);%+{{F#(@Tz@7H?oYjcfr(nJKPESEcQCfRu)7m}V*HqV`YYYL0
zy{iX5YP1<MO)CORfS8zgyX@+@0|&?VVyj0W^32;Wbvb1BUVLcw`8u?T7{!Tb!eFjg
z0Lu1*9A!eRFL`k29Gc(Bd4Ko7Bov7jWRzj;gFA=x`6tZbuKXbuyWy0W0D;FoR1$mw
z6>?ZM486isMv<gNnfm*v(P|7s=s~?r`)Y(~Tb8X1OrF+vcz$Ne4$yyP0*gOrc%pNW
z72&S7v9U2ZIr#*~{N{EyBm~AK^>DfEdAei(8nMyGjR3GUjG#ZF+3Y!(2tFl&ot-_6
zuDH0Uh{yBH#9}9-uE#Ez6>zA0&8EGk^S~S?WxrHvm0CqUZyH=$u=`ch((DI07#^Hh
z<;_Lcdg&gvR^44<kb0gw`XQS$W~u@&FD~|)IO>EP$jW@+$RnYc!f?C6r@#sxn1DV~
zKXO>)q8_9eu}1Ee@{su=0~|FZmzO%4K<>rFlO7Ex>-AEi5Fh`0V}m#O$$u!k;9{sp
z!!HtTEiElz`?9l1>F8{iTYc#1>0bt9wB64h<{)wu>u%#>U_h@1!D13fa34Kg?$0PI
zDVZ@`K6c>9-GuFlKi53<mf3%4q=nEbu5I<aiz`RX3m<;ks1`~Q#0pgmMCY}qO5mse
zKF(9FAZNvxsSE5s4@O&})4!yV+`k;|qD&F}R^xHU@U>g7ZpeBKIC%1LQfup6ef~%A
zf_o&OpA*>8WNV}rX3?z1Nw*udM=$nQIo<vZ=68(?1-Z;xQMrC_v3v0PWriPC8&>5$
zB1!7&*TRf6{JC$C38GdReBU5sVS#@hRJT@0&+npfq6yXQX&1F@C;J1!f^o*#q@U~j
zH`#BR@u;N9jgu3gl}GSzU??!@2NNZ9gt+NWXFa>Y;~6eo0gU$mx7*nW=$p^S1bXBM
zrVkz!+gk<W48Vdx4z7j<LF<Z}f#URF#MRp5$K0?={ia;M*85rQ(p{dBnd=J|Jb1pE
zm6ZzhMLEbGbAo0lyt$h10-&<uoV@L)j`D-l!sJLmwD%hD6z8~V6Yue!vaMws<I8QK
z`gGSLg;_AL#_c-k44wyHaV+$Kr>M*iU*Sq&O=TGHS3x(6`iE%TafRy$#IHCjs+(!-
zd76=^OK&-P_%2|7Gc2x+8aHmg)Jzpl>k?*2nMKcXUxPf(DYki+#li7#a)}_FYGlR$
z)9QBEc!!vZRSipum>4}H(&s#LP4nJexIJ!0G`Vg%_i`Z+;bW|CVJ~OwSgj#ARVhvh
zMXdQ3qT&<lKLkci=mM)loh+N<^c}L~u#9n!>|k{7f*9lSc^?cH*=r*Yd#t<5j%Yit
z-9U$I#*0-n_%3%x63a0&{<`jAXT5nUu5}>KLDg%q$;huqjZFCF47#*8hxD$7uJ`Ys
zmb2{E1SR)9)9v?;;$$<_kK{XM%J)S&D-b+CK6Jhf{_C(W50pQ?5~Q*HKK@-I$iw`@
za(zQUM#c77cv+qqdUUF%!QKZSGSit8Yg5eq*~v*QHND+dipMErdMQ!zV4`8)%h<u<
z&HK~vsU0Kb(}8cYPyCiDWe>L#2OG`%VWIDj)Dv@u@2f6QM>QDb&cxK8>G3hyFtH-&
z_tWU~ztl{^neFVoA2@DVQvung0%}JE%Hafv@X*p7PsLQ7?|p=sj+cu{Inmp;&jqAN
zh$=9n1H38g5PI&Pdaq4`93!rM9;3fn*_@vUBren6!iuun*^gCx_QdzBt3Bj#ugtcv
z!ZlH!85^o<bDS#Sa#H33ycrjEKBTn=%D7KPEF>&Xg6LEBcI`A*9gE8g3^RKB!*f*$
z@xBNCqg-4GrTD|3R|pwgMHd#%S2$lkZ|H6V1s3lv2xi*uDy+rL)y>UkW@xgOao5=Z
zn;A(oo&2c>*Nf088412O<X!`*CS1Aj4;#ag_`VrGOmDhmx{Hp?BILRl-wy%wv0LPJ
zFdo3r9sKr2t_=R=(s6n$iGFHpm6R&-P9)*nH<u({?bcgxHd?-qmCnhC&{zW5jH}K}
zkhmmC5I%L@E<ZnA4`6;uf7}nN1U#~Vgd1!JkRDCT4yj_H(3i?m_8jlTfZ2m1wP9G;
zO;<<Ke%*%<@hXPXmKGJ?Xz=)2K6BLCpYk~s?g}~U+6D_jE%)(Udxl*UX!U}eeEgEK
z2jO$Q=)ZE^KSf<whAIVPWBe0b2b2EhNpPe{gv_xTzcWW+@SaCi6_>X@=UqzIk`_D5
z@@qR>b|cmi;X56;lhm$PRf<}>jp(<UK18Vc-B?^A>K${$pF)@ML_T$rfrD*ZM9>o(
zTiN{Ut=5Qs%x-&nj>L3Fecow_F#}Wq(iVAjBL&1<Gg1<XE7fmL!96n9MLjMvHqR1w
zCN}Nqa!t0F13S)Zr3E>qcQh4E9DZlP=}C=rMo-+Xrb;8GY}*6_wy227)buUu375A=
zs00nW?B+Aycx0$@!=lokjN8dJ-WEUxs7)_LUfdmzMR_}{cwg43W;DIF!!+yc8a1?E
zOt=bo4n@|p1g~VPjOCj&i@voJ-3H+wUGK#Hc^(+=>Tej<o52e0&8()YTSc)EqKJVB
zMfP+fn-}W*HtODJ*<Qd&uXPE-+5b~e5FRgP1Od<a$%#gd*JDU%QMzAV-SNTpamn)m
z9EIO=%a?Z$0^#I-aqQph6`*GZ2hYHV!8kj~rS^5K2(l@%e8bYFu&^&JYgW`#Q&ZD`
zSw7`?&4mdw|AV9W6#4%A@X>8uetBs7=Fo>}>CAVy!5`C@X<_O11&Ylby|@1KXy?bC
z6#H8P2jeygyMNljiSh@KDa=DbsF<2=KE;qe$W<@ulSAuyyAR$Q^UV}52i=~7&nJi`
z5TK`uNyUB0)O2yVh{E&TpWzwSZGO8SgdhjFI^c8KfFU0TZrkIA8S_rxL9`z3DWSI9
zFdiaY>jXkHrN=voVMA$_Ud4X91Z9f;!^;ACh5sm0QgrWu;OdQrpXyxQuY2+4v6sx~
zW-SG0iC`PPBOxInu$3sgxS*gTKEfSb;d$ROH}()tcV0>>DUHunnV(9VW4^Pza?c4~
zqm1_X1c6UU&KO(S!8j>)k@Z(>bg=jh_!~1=(Jd(9d3YVyx|-j$-h>QEBtJgz<;l|X
z5DpO5GbTWb;Q9t*!$nzHTYtAtQdLnA{FVR&l7PERl;RO`xIJk9f>E;(e>AfAu<y+T
zva+&ZV3?5+oI3=%>b&2-BuKV>SOtT=>xzj=wgp52e(&9JvWpKyIm{$B?>`vQi(ix&
z>>eC+<tk#EdIkMeVEIEFg#8hALK5I4106##<1x|Ds?9)&RQe?Z*WHbC=j!&LEqp92
zO$7!2fbjY4Q_M^j-qe4DI<U6T&i=<|iKel8$c!F{%%1y(hh-%s+9SfjhgKjWAjnEf
z)6miumzEyw>==m8A`zWC{9~cO-7OsdnYkH;Y^)yQwbvEaGo=af@q$r?iP0$>_Fz1i
z$q|`pv-8O^;ID@tME;%}i-fy(%i$T;@KuZJ*31{*gkputG`l$?|LK$9zh`lNyJcF-
z6vN}c4zVov`=j|h&T#Vmr8fQd0J#B0`geabqofAUe=4W@GDk0oe-waVoM>SGM+Lr8
zYr6>kYvdB`Pk&U5EB*D0n15Yc`jci4N_=+_|8j>I|3}o{W$|HK&o0rwuC*ZlmL=!3
zAIAy)nq$J3_kWVoykF#m@V~ABNdAa7b$2-ee?eWrS6A}C_fhpTc3$wmul+|)u)mb{
z`)5T4{`(;P&)Ph*$szvR@&2$xBTIY0r++V!z;D<!_GF!k{})pI|91fkpU{Fv?#4nM
zOF)G@wkV!$Ee#DI$~<-v5Jwn`O|35Ob7z$hMl$?@{L-`S<vUaL!s;7PnHv<n$9+v^
z<@{Bz22g9@0%km)Ekise(kJPFPyC=v6*H|_wysR4kD<#euT?tI05BDK#!QQ0U!9+J
zW_vjW%mJBl94#vI=wP|Gl{U`zNnn)Hi-ph8gpZ?r|Fak;U;cPfbOU#dX?oK=!Lr|A
z)$S?ZAc3>b{jy(+?5?0Ys6ajaw!mJl#0s|Y_+9h)0SlNlzAnT!vX3>eQ!#PIr?xg<
z`A{ci!dsbcz`Vt&5yfHqK5>GlUGEmRqE3y7CpUQU>k9V~MVKkTJM`7lW9DRwMa9_@
zfx!8E>5#P3htkGOJn1L$W6_n-3Er~0q!tx0YwOSIJ3u46owM8Kp=SAVm4NTw_jKJG
zkqj99A6cqg<PT95S_3-x{`q;r{<!)ibsXffS5kMsOMc_)G6=KJ`@Bz(nhS+a=@~CZ
zchfOSq0f5#B3GRN+cl~1e4rU$8neYf;C2?pd9KK}hQ*)*`iOg%%_d!ALkW@o+w><W
z^Ho?Gkb9IynW_e)aJn%cU#|~;@LMf32W%kl=qkB<iokGUyGu7#QF@o(CQ7^I`QfrK
z>i&A)Zo?k?9ImTN$8L(kVwr0#hk##znUkdsDsB7l(mb=);22Dua!=ygHsFQ>xg@?F
zNCsQroi2{5iGQV^x$fI-0{vi8zb#3I%&PB_cHizw_XAv4sDmba*9)DS-)+9%RS*Mr
zy&e2HSF{}ZPXywd-1X<b0Gz2ygA^N4J4>Fc6q>dd7>-&9@zW=x#&Ffs4nxHYND|U~
z#K9;AaE{TYn=*}IjD~$8q!Oz)?AdMCgm_hir+C6k1Ha-uUO~Apn*&Sb&SRqC`D+ed
zstWXmWrQw)iaBGOaNHsRyU_Ln44y~Jt-2rv<(4k|U4WX1+w?LMc0Alz@KWgq0J*Li
zA~ky3!^1JUXX)d@==~*dceP7LO-Ju;Gp{w)y~$B!2dfv=2wm#aS?1&(C#LkTKzQ=y
zPaMNnW_wGo&3h}r<NKV}Bzmu#=zF&cUG}*8XenKrPLGl9v^Xk1%L14rIHj%b=?1HG
zb96fwErpqBBhn{UcO?w!UVtV}d#C;aoBiEVSm$M*mKucDpUHi1dVeBWKP<L6hNo1e
zVKz`-^vvef@fT~vq-*Jo(ujk4T<eSRrizEjX|f6a8wa%M8vbDWCGL;MgJ_SYhrqMS
z2lkS$tX`AQ1m29cp)(CQwq6j_Bm0j`K)pz9_3vZ(eEM=&2!oVkO6Fx3&HGM`BYT-X
zBhD3rFG}Q=$e>HNNK0?5hMN2yUW_nkw(zwm+!Y_l>A_22>&<JQ^{N0NxAbU6;I%ki
zFQAW~S0CGC+z@%D#pMej(^D6M@)TURhYbVtui=zFnngY#O;OO&Km#+w5RYI=e19Ym
zw7t%+khyhgm7e7irh+FsYDBH?zPv$D9_Hs<*KZ<|PM89DvrZz=z4??kqPe>l+1+g!
zDSc#nE1lyjyW=M3ani4i`Mg!(^_CZxYin@GX|?~6I8B9h_I4p&G}!r$8aZh)F@3(m
ziym75eWQ|ub<?csVZ(mxur#dY=w%Pde&Z2De=PYAuff2$8r815GUTMFuZ?|lj5(!6
z9LhHg^Y0!sx3E12v)AjFxiW$H!glY1_V#xbZ7c3T=!!ealz7&Cm)}EEbG<jmCrCu9
z6;1S)K*KvE_u=wo^!wo)pMG=)Su4hd(htr)uzSsxRWE&CmC~J7!seY-43`8RJ@pJT
z@$}K|Fk1q(u?Or3ho66^5&S<H;`DST9}4m8mHFB!EF8X#_v`n>uf0zaaZ<)iOFXFM
z93HU^y|0<f$JV;TTeY@Q^xU}|w}MB(N1|o5>NI<t9$1D~mDYtt>mY@i_E4AY)aToV
zKZTtzY(ox?Ud{0zw@01na`20G%#e)~)WzH3JL8<Dx9KQ?K=%<^vAZvMI_rMCE<Kx}
z1i*vDJTBgUz~KLKu;oWcE8>LTAc5y#HL|X_Y~z)KN?h#Mg1DYew}g+0y;tMI7V*4b
z&lmW%u%9PH*JIE5{P<%nU&ir1CMQyhBzFDfT7Dp>H}IMqx0PB;>IGUkNuS15uLMvi
zrjs!7w5Yi=Gm}?6Qd9$fE>LUdo_@6WoZ7WeT@ayZyBXfvFTF~(_Mxhct3Oj%<<z<D
zvr~G**x-a`e_;+P<IvC!ktS~>g&v26@az5#?CTJ!-Cetrrvp)wx)A|-782j{Ndc0G
z0oTi`(W8VVJ~3I!g>8a3KaD5W1#{qaSk6M3;G_#jFul)fM*@bWt>fe8;dlX}X2z3d
zhZ1siY}xA}0<p};PY^ePBF4_a7P_F<OqSgDdsS`f?3S|!Y9h(+KMw?od2mTqZ<x|U
zzZZ7np~F7EkcPA0an&>~V8ur?0J+`X14_hh?iohdKP(>OTGEw^75(_mxNM||k!Y>Z
zuEL$z1b8L4v4Ch2NJI7#7fpvMtt+6#uL<XeI=@++rf$%*>HJ2aGwI9xXWSaRV46q{
zz1iRk44(Vj9}K-uIJfTD&@=-*pVF4!`MSL5KZgktDwS(fbIGEnCs|0=Y|04`^dnvT
z{TiKz%^&a<T|)eSsC%oZIG3(#G=T(ncL?t8P6&Yj!3j>|5Zv9}3Blch1P!i@ySqzp
zcW4|AlK=hQ?EPJxaW4KdMql)xtLc(etLB<()_NeLtPTi1#c9_>HZpwj&{OKznF2WK
zt9;*rX_-3fT*V?(_il%xRyYgVB1Cv6C&zFRRz@SS0MmEiKlDjFYifB}-dT#B7AuC7
zkBv&lnY-jS&s~oTTv}2k#%jVT=Ges)ww|iAl3$<lHVK-($4nSZhf&_7j`BCceTC%1
zuhrice<z+bIp)RQO&!)P@qGTVIJ7BnTF824^}B^lt7n(UGUvdH(VE1L?{-gM#A|wN
zOxjH4EEgcorw4_qZ!wO}r<XD;q$8H(z6dTccySi5Bc#!+cGzzMqz9dit3w4)Iy#(=
zEMm2tdKhUQHV}7%4QQDeFTLBc3W>j<$wH99yGQD@LL<mumQ&7{&phZVaym6!MWlAw
z3QhcG)NjOiGWTj4867#1r0?M-!F*L#o=Z{gvrw-#LTn?%<k;B6B7NEL3TTeORqIEe
zvnuR0@#pk+T?BXOJVuMwQSOALyGk|}O4zfChU>_J_stVBu$=Rkc#*aVimHBo7(9$H
zs9nRhp9M0}2ISm-5|7BxuHgIC0*9v{4H`_(m}ucLFM(NP^+})YuoH*-!{$bcnyk+A
z2Nod*W7QHN?QEyh0~qKzWo?c_uVqV|@l&dKgtv00K+$&gQ_|&f(({iL80%7fJv*u4
zLWb_-xPCD=l8ge>AIdi(>IKGLa_-96EIJm2VV>Nz%Od)=y>a^9={_oGQFXB_&UL6#
za2Civa-=P0v9U04nfwNE)Gb(gJLZ1jvcTkfwAIQ)^=)ke*14_1!!0d^34JtoH(H(K
z;utRH=IOzWIk05@a|(yl!dRAM$vn;CzD1~#trxca)LHn*PK*|C#2E^hSyn%@yNU_8
z=KexO3@3`a&CFHDk$#q&_TYSD(;9q(KTPe`F*YZfKCXWq4z0Lp<tR`-JvsF@+EJkI
z+F+RDbqN0je?pElPW1-*dU-Wb6_@-M!Rrr*CJo2lOBb3}a@4fE)xy%}+eA_1zV;z+
zC}QA00+2gJcB9W4<Bw45;1;+uOY#B7m9+~LEo(kEyUgR^$gCM0VfAR|0U;Wq)Hjth
zfkx|lDIYhX^oYuSy)XDRtW%lZj3wgM6yti5NiX9j-a><3dNY_00RDPRE;rWPJ@9_h
zgk0WbsV!-EI3PHNX}$0*v#W&ccdISAmb6Xa)a#FCP~xdKRVNE;?95(WWkYro_CR+c
z1r$3&g|R${DYpE?n*d)5r4?{HshB=DnL3lcD_4l(`>@teqIji3L9il77vSmR4fB82
z@=w@tP^!45#oS3!cQT@im+xw><nIDclll<D<nq~F9xfuftdYe!f3@z|K`*mf<Vx4r
z(clZ0ddY`STNSmtl+o6Pc|2MQ*Ubh}Y5eq+hDAi1?HjHcj{5=Bl9?D7*l=uM^%UWB
z_{9|v(6yBo8zY<_9s3!`yeZuj?Y!6dEygYbF3Eu)^^C=23!8O6*Qge6G1te}s_jTt
zHrc=}F7~!|c-<%_h;_g&63z(EXEGh8gc>3vLs*oHb+7^&J4V7<4uE`UCZ3<yAZxB{
zu0E7@I%<;{sWnfOIw33Bbh$Tce^p+&xH$Sc0WPnP(R8RADp}#{gme0PrJPvJCUeX4
z-mp1ClDLZr??zEMr|@*o?pBzhR@aaT1t0S83|et6DjYcO8^J~o!UA{1#NF?J%&C&<
z&1w$2B@a4%IksiC@Do<rhzE$s(Lj^Z_^q<WRTtrX3b5GKZ*0a4Y8&M0j4^a9a^~uk
z1r2s3<+WF-n~P^nZ{ilrc1?{sOEM=c=E>ar$#={2MX7OTXH9VCRJm2Xvm%J~7w*i@
zfRn7%WMp_AX410D9dg=Bccx}86f5-y6AKzY()MHrvl~l+z;ZHTRU9lX_8pXy{D79h
zo47&D?nbl0#<A(E^a5bPwN%F?-{vX90;hX<Hn6<lQgV^TJXdP|NpotlSL0EeCx%zH
z>3ZIw_8ES_jPBx)@akd41@VDBoagYN$<cl2&|zqSFV1Gq29KvoUGHY4eVsmXb=oRS
z?Ym9nDnZws4$lFZp=k6(q4D`5uKp+A59q;}Vx>x@fg*)OLa#nhh@4y`;P2_Yrd599
zT&eC3^24lEmb@BtF)-XHmuD|9auFuPyCk`L+ZDP_%1LUq`t~^<_X-hgek|U9h{f<8
zBV0h-r`XiBX`$Jx@qs~CvN2PA=+<W5F?f-iODe;IonBP!tZx7=^CQx+)!SJZerNGQ
ztWiRet+L34T{?w9;kPar-PwZi)>r$Ba$KMQeu@pfov=6piMU0NeaPPEaz_$W?}=O!
zJ(n|jR1^YudBVth^;=U@UiUy)jHMX<D-S|W3f}Dq!FBw&1uT4baX59WTsV&pUum+a
zIgC#UDlO?*k6MbeuzuIv4WNesr@QsjOD!Rp-wS}E)qPRM-r|lY_+GEP8>-wc^8&5R
zSOms6a}s!1$f{sw;?hJhZ8P6>TQj@Dqq)nGqf1Dfd1Oehqm-|?=(URbY2S;_b$;{d
z@qfqgo$yl31XXeEsQI43-REpj9P6uMk8cuQ_qA_Eg;)}J$7)!ZVm{3+=1n_2_33Ug
zX&Qp5+paNqn}5Keva|Xa|7;ISIK7zd<7L%UjbRKJTEJt8{0PIUw;G$~Q`=<#`T;kC
z3>jmAx$(W7ysn<|8GN$Zk>j!?rOArqg0_x?8=h-7{0K@^9D#lt5p_c=+0K&#*KJ_w
z&;+a57kjI%+r=;)9MaBN0svMDVo=GY(L3RTjE~$_oH&ovdG}1FPKN|2XwfTpb>+G)
zHZZpsk3z|CO}iE#@%1OCs45sA0~QeM72fxs$1u-Cj_1{zy`t~^(kWM5j<1<;Z1q>`
z!yyo&-BsrUV@7{U?3k0CKd{|Ebm-a?>C!T+ZacJQ-lJ*oFxfER+{i$Jx;~cJDQQ;n
zuoAU#0e?3}pJIvHlwf0dFb}KRtXMDvyHOlCdQfn`r|RtUZ*uXNWni&hRzhGR1&?g$
z{1$E?-B0F<14=%}Jl`yRLy8jtSn>XBwyzaO!Y-$aS5v02-#azD#8U$2na_|GERqJ(
zp$ulha~7_d%6okuJKeyUMI8N&9_yX1(qaM|Qn0`o34>+O;>m~^_STN>_=cdHEltuI
zo+Kk~9qln$$MGrFJIa*<wCp3S9k6LnYckCG#|N@{{65!2F*@O6mdz$sWd8~$`Z3Z}
zd1hy`VnFi8@g>hRnI<-&Ksase&AT}Hfm%P_uDko8>dvZk<P0jCAIq?~Re?aE_2b`g
z>Q@(lK}XBZ&k^pw`W&y%eo>ZUl}M)c8eOKA8AjM%B%^0S5a#6yiqc8l>mCS&N-AF1
z3r`uX>W>aEG+EttWv+azMwRF}6QHWwgPS+~dVIKmg03>g9G(jOwozrpvv0O_jQI`S
z8r!+oVBM?>Gn{5hjvud^ilSq>Qhq~$A!gNE9f@gkRmDS7%o9tSEW@x&GON^?4HcmJ
zmiSiV{GzA5#z(pbZ=YBI?+XuE6ZocIi5?VwOl+_|oh5b9+gfr@d>stEAm&4#oH_nI
zHtdHhYf<sg=>9Cn+Wk%{4a(%}<-5L*kE<U_d{Y+>8<47e>zwRmH+1`9&X}j=Qg$Jt
zzsPkC@I$Jll|!t%9if)EEK?S-iWF9w&JzAG4`f8|2N2f((Ud1JMJzAPy81|Fho}Q$
ziK3PZ*M~*3c9?CGBHya*G+@!N##j5xL|awB!nkTZY*s%kr2*w<$0rvT!<_)ea_t^I
z#ApEXtnip18-~JgKy)r5<ub1$Id_Luzkwn9&(p2wbci`n7#utbgft2YY{ZJvee|zs
z7K8K=K4$G~9bXh4Y8a9>y%{M-2j#hChIcN~wjJiT$=Nzf8PZj|0YDup0$X$~G9vPl
zoyS1goglA&(JM^2+B^_njf2(?=Kd}>q{>{mlB=Fu$ic*mAjwYjy&t&;^SHi@U`JPG
zmaK=ZE!>Cq`>C(UY3yCz0|&oA5q~BIx~(Ns%pcmGv)O75>WXVX#8g;?$$UI1FE2s_
z#0X}Vsz*i2PcFRefZVPq&F64+ProuvQP50epp!GD7+stQ)aJSMJ+++vS?jB}d+@cx
z4oE+iR>C(Yp^*~<llnwydcK98RwGMD<Ayb`D*I%`=W%X$*8y4uyvOU<ci<bpJ7yDb
zb{SHcaI&q!O8vT<3-U_>QK5znen^48Oa}6=&kL5cFx43rti&<&grwmcg^IlSoMF56
zgFdRh?6K5ilawh-@xI`9t=qf<WLZGT7$JVjuqe%-o8S9z?T-n`!sh{Rb&Mo=b}j<p
zu`2JtkEO`YhE_r8GAYK6qLrdHR1G-2^mih6wK#Dg01JT<$}g>0qAKnWqrvK>3(Tcx
zP`Z(&1L*P)1ggiEiVw%vanlf|1N+9BUD^%9&FEa|i1HG!aO}xp7y%M?VWDD@iPupr
z5AT*9)Ls0TS!`^}*TI8*yO0A67ieIEpyr_xlhdvQ{mnx}CJ?UV-`C1{;ITJ|!es^4
z8|nFA<TNV$pfAlzXJnT|cAk~M`w-eYNN`<g=U4C$sz!dWkCLe0t4sldZjA1up<+8|
zn+u-Rct~JDDR}qoHu{wp)}Zb<8qyntDotLs_?q)fTg$sl80i`%dW^OjMd@Fn;c;IR
zr8qPvt96A<8w$zMuIy{a^+zT&6X~O<;i9mbigr$`0<F0BvsAL*hNLmFl}^yC#0(zE
zyVS>X{hZSIIavA4s?{m94y8l>>71^K|FczfHrC@;KPs_1eTiuFpy4RFcWf(-1=;U0
zmhk!^XlIGQ=_MDM8=IIPv<v!|W$@K03pig!J>LG6$}OihL`~HY9{zg6P9(_{?rHe@
zl1h93;rME$Qr~JvnpCKP4Xeey;#yfE4t31hzTX)FVD(|spXylid_0b#U{_1ypbGA)
zpi0`^`xrc{HV$8vYh#^Cjc0Y)fyD-9sH&1@E=ig|IZX6Id5t)CwCAFc4|HEQTUD%S
zc-ly2L1OI2fY#G~OGE0^u{?U9X{cuNd9riDI^+iHbYw56Rv~wdOfooXR8Vs~EyC0l
z3?ni(m<$O`%{sr{#U-g1;eH$AIJORGH_}4n_8Z!-fN#^J#&>C2DkvCZ_#+(y=TT)7
zYHbNVmhsit=I+s`VH@$Ag0mV{5?ySoykFpcdBEDEOHfk-id*H(cL9Fyi!Ai1@zva%
z#M||>fe*I54P7G%>8>llSHFyp@5ekRzW^Hc2I`kJ#`J%tuhZS(Codd#X7(DOrGj=^
zeQ2f#;!Y33hcE>ePA7wVbJ%ak733S77H<I5ZJ+!v0=3buL#|IFB}Cv9<bv?IAmQP`
zA7a}8#B>+;b_*(oX$3`>rvV+f^s%YIjfO(zv4PYpVv9f9>Q<Xu@QyVt*3IxOA2yst
zHNy`!+aRs`<|_Kbcs@;E2+wGrM5GmUGl;GaFD`ybtK0#96NnY{ap?o2|Bbs543ziV
zkXlCIc}huEtEe&d_ABD<nF*qj25+*j;PhK0{Vscj=pnU7BX7n5C-ca;@tT1{7WOG^
zdn$LtZ0h5-*ai~fh8(m7@Naq6YHtgk40Bh;Qq+ayN@c_ir@F#7DWrYATR~OQLxYg>
z;x3Rz;r9I#<%${M2~_-k^|RiQiz_^yNr}<ig`>k{;^TtIan(%Ma9WEOecqmn%PvUB
zwmU?JDULb9>fRxMITeEeEVheI+T*8(a8ynoqu38S^(=pCKFYR$>G-!4OJ;O!zWp;A
z%D}aRG?M}i?qGJ|^`BPvzoX1@O+X&DO=aB@Z&LMcDG%(tiHD=Jvt|7w9O&b?Dramn
z<Z&PT4G&evJydqYlq;C0)u@!RznZTZC8l0=gSIpfAcq98ia$-CG0TN8`E7}$_{fGz
zw}L4|f@<&;=x-)Wx^^lZ0^o7G=uf3fwP)w*;=r~TKc<B89C__!ucT}^VxO^}$KP!C
zd9PVuu%$^+zZYk<s?lrj1?aW!#kuFKgGteQtV!sjkymVn7|p~sWqP^+?<&~enxm0J
z@lK~BVwWUaCeNQH5elHi<kjJgB>0SZt?-qf`#~P6%flkNUw?c+g-dezg-nKRp~+bD
z=(B2m$$23cp^;%=<bH_kWh851gETOiZuxS7Q5&6<+zg}~`pID$6t>*S@-|cCLi49u
z1N*n~Yo9mYJ#Jk!3hw=a>X6_rdLB-Z_ZE=ns*ljSxE=&OY}5|9q<{TX-CLr>*UDCw
zQmPpmbC^UoHM2_HH^yB3atbqd%~U>8Zh{EXEi^Vq+3ibDwP(HdX>4S{Z<JBqJI;Gc
z+!2}I7oM^cc6J`D5_vDyeXKEGe3_`I`fKzMJ|sBF`%WW;kzvKyEZSs@ouhMuCWkw2
zaUF0FRYHTt`=m$o3i<RW{xHy#vYl_yg!4ZCxRg%|P6!nw0p!=O5HX*m>-?fFl{>fD
zcK!iX=M)Ro1N)q(D*K~4=QxlL#nl&y3W8SdmOEMRR_p+Eg9$=J^~1Q;*N6^6Igc<6
zan82bS(tCp8`{(QdN-(GcsEm#VbZO{VE&cFl|3_Y+>>HS@ji)+-{L%FuL)d!PcI?z
z?X1CHGlHWo+)OvC8y9@{h{Rq#C0kz;%#+^8r0xI2FUrQVg)uxkm+}*oC<Y^^2~}I?
zBHK9MDDxfsDr$&O{GO_3pOYa}of;|r&4h`qa9A+$OzgY!jn8a+oHKpxnqC7nO)@#6
zY+AI3F`Z>4hDxbo(?qh=i8pZ@r0M}MF6Qe@wf7PwZsxZel*PLxSg8WP6gVY7=3C13
zP%Np6ONK=nc&pG$G<>D{5gAX{fdsi<FuVr06I0J^c#XgQ_iVq7@TlfexHhi5RXDQ6
zT6HIfS=<YMea@D1*h&3krXyTvQWVOABlUvfA)Kslr7`89v`AvUt%olOKFlD`tKN=9
zCe0tF4Ok=OhshpHg<8oQsNZm@cq{Albh2W3w0JoL%#Dqt7my`qZ<kk1y0~cBN^_W4
zc~Ga7=D0+%RX$>jnr{~B&pzd7waSoxRf{tV*hSGjFwARm?V5VkWj?fmXAboU3%Wp;
zxjV!`vp$Sdm#Pqk1NhF`qojFBF<~^Er+C)s&4QNRbatkT5s9bgEu0Sfx4U7QvC-$u
z&C2G$Zj0orfW0JvX+>TPi7uvgsf0=Rz{iAr2h@J)uB*HCg=kpAM&~YH5x0sErGC>*
zK(u+r(rC!O-CK7xRXAp#_>h9YUmPsx4YLUkU{>C_YgE_&kgeQHQn>CL_YY*M&yu`N
zFSjR^JzsoXxnS(*o4*s<UY|a`bbvwyG^YOdXRl$AUWSj+EtmM;itWeuj6G2CCF*<l
ztE7GIi7z><|FqD04F>x1X(M+KOhp{^AGvOF?ANC;Awb<^y%}knf8@Gp1)CSCdv3>7
zh$Oy({hhCGCMD5ov@UfBjiSBzO8@s~o^PT4z(+l*&;KpeetaLV_kuvIzUvDN{G}v*
z)GEAs?NUH`DsSjTn+^SsbbVClizP{w?d8_~<1-8*EsGdE_Z`}A*{pwyEX1_FBQpYO
zr+GR*#on?0eJ@I^8SGEU`nD{Z{2!ToNoKGO8cdfi&YrTgjelhF|L<J92fp|@c^kbp
zf3xg;AzwH4hu@t*r^SrJcQ_Ew4`u{WFv?h4-gKJX)L*X_jJ$I=Slm~+`V4|>Mtd4x
zvjXwUB<9G?FiDv#-rl$$`4G}_PO$K<-CrgWF5k{Emz2u46$m%(tYl6$y0;NJMLtPC
za*({<Eh$~7AA2y|>3;$w)5CJ?f0(#_ki4;0mj-h0(oiR9$OjTcJ=X(`3j4E)Rkvwk
zE&&h_Na~Lv^02n@mua8V@?2&m3jzM(RN)$P{00wsRst%H$RI7{r`6WN1`}@Vh|sti
zdI0@S5KE?SlP}4d<2c}9OFb^j2#+gn*xLvN>-!Pr|FV#zC@&i&$dzK`LU29JymoJ*
zcDKptbV}x9+}%!PX7T;<yQN-%yIT;465dkN?`w(s^Pp^_G02nZJNV7ffn{eALHJsZ
zh6l=Gb^g_$r3F_iDPMZr6EjDTjnIIlBH7e4XX7%>+TEpN)NsSbOM2#Mpzh*aQ_V4o
z>s_2gj>jVcc66Mcvt5f20KzG`JFYU6Jj|G&w`R%OMg>xTem=BHk&h-tX+FVy>!C)j
zq_o9ubU&VO$+MGHr01Wf1cObz`W;zM;N~GA*v-}^j)H0U(3PF(En-)<B^XqgiQLLy
zUbh{!uSkqU@UkH={%lE%zQyBsRLa_mGQvz`Q9{AqY{FZENQYsL!x6&OOkM(Y8JVU{
z2F{0Sp0u>{iKH!x+p&mLPiJb?J6ih8j)#44j!$uNaV-p~XF3pr-)NLTNajvQLdo;@
zLX$_9Mt5oM#H|T8Gj|+8j#JT2eeA)_R`a~8Esz9G7m}9UjCIF9g3X^Ci53ddFm=zP
z8}@ZQB1`q5s*{`yF0&V5bE%+VrY$g07!hvskNMF66@e&ljCAkrLJS$PU<nomY8Q5J
zuPC)eLCOev8W-dFi#MtJr0xwy76EYI7Er&Mo#`I_R{aX+vlz7nVd`Win}>O0n}8<?
z_1NN^<><`Bue0^E)m(k20lE5t-h&S(h=#oM^wg{R)({B3YFC{~R>zGDcra;R-{Oxr
zdC{ynCRX!Q?xyOqG{?VwGwB5nhV|Ks)mg_ueDc4)Fkh>DTD+;w68lo~mGH+*(;^F`
zbf+FX?Uy|SMAMsHvpnj}P20ypd3B9@r6OMMe8f@gPUe>aH@}ui9U%G*A|l=tbf6tm
z#Kug+;>tg3u&RjvIL{hOO8C3%h>~X4_izRxWHFh2(G(RvD`f}Ebcv2mu2EC8_)66B
z#=T!)p<~ngVB&&av+3jffPxVHG4L*6Gc!Ysp{;E+`zXAPk~`aj*nLgt2}xJIv$SqG
zl)=`d*g%0pgrr`VFZ1_wWcKHRyP}r`@0+N<FkIWQOF%PM6$wTylA1ikSfNsTRD=HV
z-0d@!*NaDb95wEr4HQ)qNLjb{aMQ!H?<3rXJVG<v*=Lzad+se`-PiRCHk<<i&iDPh
zw7zY)vy0x4_`tw5O!_-M)rSunIqGN&(Cbis5PB4A;TIRn-n?<Dk~_?H4gEyiP0W+z
zZOee?*@g7lG1I}QE+mDl57%kD5Lf`|TbMRTju+oFUBb`zbI;?9>HCcAO#PD5#8?pg
zBq?i&39XT%*b4IORCp#U2L8{%M^6w;FWh#w8ldU24_zt*>HJnITM21Qe+PWd<L-h2
zqfoW!^3X!6{^V^T7!Uu0W=+#t4&=l2fdpqu<l{pS?2^{c6D%5Tc7z}N8@*hQTskb4
zW`3R6Tt$uR%VjONZlabnovl<^m)OQ4Es*+4jy)N9b71oodw}{EP=9?|??RM8KX?8B
zwjkN<!LD>q{)twUG9YJAHxwb0OyPSOafjgCTv|gw0(86qQZcI9uI@>jL`f5qp+!+7
zbi>DI-HB!73-wYLlAN;rp=75lDJKMoF#^viLnv6H)zeS2zCkeZE5LO|;z7+G@#x}2
zw9ym>0Ui>U-{TU-RfK~`cMxDjY?rWT(UCe+Hsu9an$twz?u}7n$V@w`=1N<p_}K^c
zS!MRNGi+TGOAASZyXVKtI*@wV<WBb9Maq2ADG`|(mQjeiJG+wB^uWTj`cS<mL(WaT
z+t==D;Uiwwq<an^jM0>#J1i2`Uu5#w7+OOwW-iyeAA2tNfyMrE;;R2Z)9^pnS0?kv
z4pye%AALv8v=W#kk9Bsn!a(|#5$U9(7CZ1EzgD`=94%!dk>c6UV}gO_iNTx5tvj>E
z+}EXygb7tlC1NXnpFRc;Xk?Z~uhH0I!hd!PwSOk+lRAzqE`#)n!m#bLJu$u3NASS|
z)otv%IS=Tseqj0f++5^8R>I!vl6~l`pHfz^LMjFM`MKoF4GNT*%R?zPivjQ5#=Nmo
zlUr0z^b;m-R(O;`K7orI9c-P%f8e9hKMr?$9m4G&Wicd0ULcn_b?m#GgugYCM0_vc
zB3{#cnB#Bg^nd5i`C~WYI{t-_n$bwKJ__&vIiE>?4d+^I|3fN!SmwW>+3-u7XLgtg
zIM3MT;QRMQD@i6WgR}CnkhW)-nH`5~aG9!8O%(Mvenn=vp4slueukUd>yMprQu_;%
zH7oqPGe7MSnSoCW|DV@C`@(VfT%Z0w_%z=5P5+i*E@r?p3n9V4(SO7@aUhiQH)?!o
z@*LFUJau<N<L}2_%ZGVl-|d~Pyugp=-saBob)Ws!;g=>a!1T<z4Q{D{<}b_A%136*
zN=wnidq(Z_PcwH>b0AbLz)62$`%-h=QWol0T_fc*Hr1nzk`n)Oa2Hq>gsjIUhcs#Y
zU5}+*1`qNlnXWTgo;C=P7c4mvjOb(>t3VmkgCT6hZy!|Gj*dvgFH<C^%Oy_}Mg$!{
zG9<--@QlXeG|l6eU1%@JRj&dj)9T#qC%Ll&EHyq(=9I;jI{v`@^FK*m-JOpfd^a(~
zZ{O^!4LFM2tl{)##Z|J~KfeLq4=WGAIy2kg4!->u<);fDe()59{3b?y8Rj$8e%uX@
zzca4(-ekR6G1*5~n#k9%YU|zE<;n&t$hJ1wv_v%f6Xf$=h5$>XtoPXO$^3#@fyB?*
zqLf#zFlrh)VMmI>o1kW0pLvNiTcHxbl604agAS@{v1&}JGgVNqeL@plQ2!d+IFI25
z=zVDPCs}gBQTy|^=7}ywCbi$b?kqo;N`XEd#;4WiFJ7iSZ(^c^W(PxVBJcE8?`2MW
z-x9e*?f1H6C8df}k?NxKU}-jGm3_O1d-nLe6T@2}A!J;7R%F9hyP<94`kj`Jk9E1U
zP*DCg=(V}L!R?U`Gl25^)CE~IC_lr^@r9$xtc<yWYxv?NTdbnna~r%VJv<j{PzD{m
z+X)50WwpdGjnbjAsgc!Tv5~i?Wit#sY$UBM6<#f3xwk?ky!NezvC-{wX)5`YW*0~r
zSq>dfI3k##bKW{CLc-+VH1sPJ{c2)btW`VQ-r6PgEC}whl-}Z;;;?;dM6+QMFfb|B
zA3tm<gT8(U81k?fN@Cv)9M?an%E8>wUtWP<O77prax0{JN9_I_#?c`C%VfJRI%*gB
zx60m9>@LH3jKDONmf*?jgA}^V?nXwGVa;M@h8M;+7R!2$%i-;qr%@rpr2wikn<fut
zA19kiDCzetl@t{-79NNIw$LCm9@{pKx7qlMy(iSZ4V6J*H{G=@fX8i<1LMV`w5C;8
zgV*j&EDRrnDD}-<y<K`5g4C-6t6=xQ-@3ctq_O>VS=Em9htj;ftiB1L@#=B`i&Uk5
z8y$K_O-*rTL3zCiNF0(ELzh6e`RaDBFb<Km;=In`kdIh{9INelQ)s#U@m0@x?y)|2
z7S{;NDXoLdK1^RE;rhZ)EZwXX_d$)W`0-0}j{>KIoE@VqLi;->`!65ATC`7jb(O0n
zfsHCPN)@`LE^Y6e+t$|IyVy_a-khP5pz8j1c-lzu+;2Jy`Z_f=U^UpK^9p>y5qsUs
z)rx$<Q}Qa}6fX45!!_WlrnJd$I{SW<@k}i5?;V(!AtSC^yKn~ay{2e-bTg7*|MIC)
zc5_<D*!CS=(IS%S?PnsAI=&LDcf<PebWvLpBl;tDklI6#07JLOX9uPhG?K46h6%uF
z<oslJq#f!JDQTXefEY=?tQb-gokR6mf9dD<H=S$|R_YU#<&%~Tg@=c*c-7`#6|`@T
z?Sx`j4l)_)8Vl=%`b)?8hxKRY?Iw60p3cW+Qlfu4Du?_z1JQLZ(*v&!0)#btLb+&d
z4W}|pTIHJ0)dUT^92Xnt*>fO*T00vbOFRM1FKe963#})b(mbhM#TJ2&xGJEB=GiCc
zLx-9yMOZ0LWgHktlBX$>ektCLC^QQ=n9G%tLF7E1Hx;rwjI|5z8V^}sG~m*N&=05$
z!9T|RzU8yR^>heJ!u&7uwyFg|63fWju#Cpu8GuXGdxXJ4OV4tYDXDTx)Wm{>7XEH*
zO?f&NLcb@z1ROv(<DNr;1hTE-O^7_-TuqtIb6ThFdfZ9{$&H>%0JS-}X`wI!&)B%9
zxS7byYClS#aR<l5#X(=U!bDq0twdmJ#||@Pdk-N17Y4S&|H_aFpV*O>2eBMK|E85K
zS8ACwcLEa{<W_xAqYfZ<Kxjdbk^*$^+HIz7OD4|pzqJYd^jI}1-u2H(_CLoI!7_bo
zU)C|qS230bDV#A(`Cw+`4_ijD(~c_qpF1x4&1RH_=tKEs6m4hjLb4b{fF{CZ*RL#5
zK@Pg_YT2><S+w7XJx7`8NW(v{sXy_OwTVu~`ZF-#O524E-`$i;eYInVjw^!~+miWW
zJEgwGAd=pqzvN#e`lAn0Decy-(~1iK1ZI3m3gmbD>U3hvw()!cL^<tW$E9eaiM>+g
zpmM5@pFs)D9Ao$%R-2|~llt90pkeyB|D7E$zO1nj40ga<XhMjVw1g1T=cA7$69+HJ
z)7eHP_G%Ok6{oZTbI$X(kBH$VHAO7N7?zS9T?3>KP_t<COPf4Bxk7i|oW`QBi6x<&
zvBkk<M&_!=<9B;LHix>~J6k>TXu8jsrgUDo(*`rl4PtjLIiUPF5qDu%^t|31>t;pq
z<=lfNVocp}2Fuh%dbUERf1jM*hvWbXP-m0*!SMhau=JZ-%Fxgd+jJb)hPUC<cmDIz
zB6$5zpff;o7aH^zcq|lp>EkoOR`(1ZCTm!X-u?w6<3;~D5Q|fB0o}iAESmhwVOO&q
zz^Oh*kpJn_#vdT^KPU8D!{|`_UmRjH&cA?@Ss0Jcm%jj`r_;Y|lD*`Nh5UII|8t`P
z;?E2`Bks{B7pt~9n2!FR?mWHue>+X^ynpptEBGHn`~L?N|NlJDF#X~WcDHF3OHBTJ
z%ggkW=R_r4c}&owvBb;0aJ3`sevqGUlWu5ohphUQt#klpxn`pszR$t8J~SKxyjii4
zi>Xb^5GH;HB*kTL2nlZgj<X*B?IYard_xZV!s>FUoVe-njPyR(>)xN2m$S!IXX-w|
z$f|r0C&Q)><VjLJ#K&#AcBfC*qlepzR&^}Nwr*hblD<x;S`a?Zz?BKr^Zt5lvFslp
zlO?x~z=oJLz$Yd<%#ZJG)?rK<!mUvzADYm}%|4d%*d*A%h_oq(LQhVV)3NSXBW*2K
z@}a{G1Ub7lc%(aklBwUT+f#rUi*Q7Xa-2{~k$ENM1Q$A9`h|xd7;1rzkTqF%n6M=}
z`rYg##&U*qO<am&K{@V+AZ$fMr?K&s_MvA_$3j&bE7$#fKMO*l(i5Ej?Lw3uRCY6!
zLVdU+3=Bk+Izo>zqy8EzWygnhQVsfA_cgtCjH9^GcyMv=hIx)ONKkE`4ZC*W?s~T2
z!NR6&WAaiyBRGODrU15yUd_u}@O>IDPWt4v5yf@<N6_5V+-4A)zq3b9DlQYpgl8m)
z{6Gj6hEHtklZYp0>AJwrviVpe+%?duZ<acaxp97C{&KW|*2$`~cQl6)W>e7IJgC9D
z>5!1?0?3O&kO1pJ<~8z%Y8!Es_Fj6ZDaRtwmy7NRs5lsI{(OpXSU3rv;8%ax(_I{D
z;@6eJDy_TDc1qJ27i`u1_H;BlY*h-8@5w5f{ZP7%w;naP)O)VCg(9voPcAvCO)9sp
zn9Kb(d|_o7H(W>>HT8Sg>Zdu+o9)oT%CM2^o8RHW4tv}bK5`ETv^SllHT>!BpKnVd
z_>QZCuJ~n^R-|HxEo|1M4dPa&&<2K~+%q^L(B6ctFScXxSILCNM-1dr6)T)xH);M>
zE{sK`Gsrs$o{ZKPwqfrLQib9%7SGkk8`y?H^qW6)O*wZ7pqzNy1#`b+bO3!0$;VeR
zH0XTbcyaX2<6tLhZt(1y1blO6@V7nBh|BS*RW$3#=1<W-i5VAYV{1rOS<v!w;-*6k
z92~*`pA!b`fGTf`@=ohQgr1(;cc*K6{oVnI`rUP(lGNDFILx40jxhr+473ZFi_N>;
zD#9*wS95jMJl^tPh*h(n3G6gCZFZu*H=$W`xb0CB8G*Y47Sj8)luZ<?zt2OckxUi8
z`h~t-?3+LFI?xg_?*ZC$Wc}LRSWnrB9HNJ`i9qiOT%5CmdEG1Zv3Z7^F!3`0Dh~O>
zve{3!L&4SJL+j<siR6Pkwp-Ds^9D1b88X0FhD6&Fjy&4VnQ+M!=YQgXU-T(EbybY2
zYQ$^k9q@TWR^EvqbWup-?kNYw!6jQXB^@>!vGJ=!q}^hgCTDx0IO2D*UsrSK=rZl?
zD%pF}-Rs#A?Ji+{_6^=B<rg(a%^5Q$XGFMt7M@OD9ww`-_$A5y+KAzcA~e6(0f++=
z+9!r4HE-^;h0f(eQTUL2J#GN;0S87}KD17BdpdB~HenQw>%Qzb9?nc9!Kg~deRZy6
zL*`+FE@1iOnhPNmanjd6ly)0XzkE6Bog<BD=(Sk3&}Dd_^!8lFa<DoeOA;+h^js5f
zYiJ;BW84k4+#+p#y3hzO%*i@LMFlGb=4P!*mCKry-Sf_55^v%JGfM-pFyGt!vnl=R
zyO0JkV{LR#)yS;}gP_%-Lu!2**S1#g_u0r7)e{feZgi~y4hb>o*C&kz8K+TMjQt18
z%SP|;_Lgcotsd^TP$4{E(HvHIlQRqVc<g`Hrhg+OI9X|FZ5>~&9Yufm{$H9&&Qd1(
z>$YM2kdq`N+WX9W*IhxfoL*O@DRj)p%)UoUQJ+OOGBFdn;mI9^giMXi>7Y>Mx%O7f
z);D6Jc`s}Tds;HsU0@HHGMEay+B`eO7$zdVH3V@uINpjPrg`7E9{&D?!kk!s2hRtO
z|0w(uuTl9jxe9WcG~+J>y@7z0`r_e`Gqt~~R^M_wW_K=Q;-~`=mo#_=a(3P<wkGn0
zQMd*_z%(!ft{5GFt}fghB%R}q7t5+Le@rZ3<4yIaa6-JOI8a4?E73?lMq|lPP$K@b
zaD>T3t}oHpyJFk?-TQAIo8fydRg=~AuBqKx`r63(UHJrnfD*vuw>)-P79NDu=*P$A
zKIBO_RCK>C6FT!HTp~0><E9Q~qJT%y5*snk8+Gv(QrP|ln9z5_MMxFWUAC>tVrj_Z
z{}Hi(k1cM_sY3<tARKL$f4F;oDNRiiLzIZry_#^2@AjG!p}kC4thEKGhLBOj<vut!
zJb#e4FD#!qn8;|va8?KRu6e^8fCMAPikI<jz{2`w-Iy;VHyl!x*KEPdvSzCL`@Kb@
z9Z~;~jVi9{0z8}kl-?RErHw>u%K4Gnk1B5}6qL<{8S(}^Q&>1(UI4xQeBEbRdZR;y
zjUc)Wl@T3tp4DwTE`fwJGV;W5^mOK5+2IyCShC?1og8s@LEpkumDe=-8<y`a;&^0y
z^~QKN)w<5~*&ZtiyB>a%F=M$%vw;*oH&nBa5k{lf(1j5X{6OQ|dcq*lfeMGmh&9py
ze}{0c-LRM9T5U`8@ZJ&3G@0dYh?l}E<d5TG(3FxA?2oVC3P}z?67DGe6R~E5kRSez
zt=b}W8K0Pa4?Z4i4#=CDp`QD|)S?v&&I0-UJYtmDc&PIIh{{$ly;_EpOS5|54Rh8|
zi+{&nyHDS4Rwtaub-i20>?jH=q0ttCc~~v)Qdo}scz+<+zNxnKuPIb(d)8(YF#+`t
zrwja)E`mW+tIuI1V_LJLoyzruo$Mr2k-g$a?DhtJJS(<SnWNPb)ByBfw=k+y1!|KI
z;019!seHub1nK2P{M>ET_cJyt8%+N1-|>DDX3&sg8SA3g3A5mgrdf%=!*Yg29VH&Y
z;o*;6HrmZ%{X~P)5wCF;xXo<!E(0htN;!%fr)&n+urrl@C+ChbOUDGvCu@6e(r#c!
zohis)-9MA&Hb#AnCQHx>9dtn-*VMya!h2K0y@jevZ<jEsV{pi4dzwF+ss$CM+fo{3
zgvYl`5ULf9V96;Jw|&)~*hkuJ89U#qgB|yUR0d9v#GO&1V#@fkm5kshmP%gbP3#X!
zIT@Tu^!M6a?TtUU*LG{@NFaq1PH658_6Is`d}=T}n&GoSJZ5<EHod6-ofHQOqW%hm
zi$Z78M@GeDazl>7LPkn--(v2M{RF2l#lB2Y>4(qhT=Oas;RLeC-nLy_<7-IB<0asG
zrP+7+XHFxjuZ$1hS~Gd0lwG6I_+Eo1&1TE|jM|vcw$&;$6C{~AaLcio7MK{(Hc>v;
zD)^nK5K4Y0oc7!V9v>TT9Qi(hIeHu~s{!5Qz#V5!KyKf-dzqNKEBw#Ner`rX*ppIL
z<=~ok09<3GS}BT{uGG$QYwJ~yesu6pEHPAub<^;;;mWS@>zwj4&97~UN}+%0<bwn)
zYB<$o<E-EVR+NA`<C;cwMEs@sm?HSyOmSOM$fY0&n<yf!07Z%Ds=d|Bts{6zFTY1|
zS;q>w(d)Z*u2tW5mx!9d3?{dwk#F*HKB!#OKMadm&}IFIyemKm6f9qYYXfz`uuA&U
z{WDkfuMJe=>=XF>=}eQI#I5<M1H%=mK25Iu;=~Si#IV3%F(@7W?dZbE&qe$lE!yAC
zkI}pVE_S!8@1)%3=sa4jI@~l5ktB$NMo*9WvC8UyNkvwf4Tch=o>`2>KP*PA5a;oE
zxv93kSwp!9vem3lSKg*O*YcW{p=}_1oW2_kuEUk3qUj<!p*1L6_@ba(pOFeVj0fX8
zrs3xApM~oAlN$1cf%Pr;xCmcQjkSUb6V|iXxw<qZ{3cnAlpJ3)b8*czpgXaqx{o?`
zy_9u#euZJHCI(DVLM7zGS6!>jW?!ZgqMWAa^1p*~AG_cpd?2i(A|c00k|F4YFV@7t
z=Nr)>EL{#<4=T?>uY-u;)rlM<U$-zKxo0Vdm#6GNL(mUX8;_Wc#;U}$s*{94T9!CR
z;R*6bH)(2T46FMYok3>Qch<%Mr8P`4o24PL4z2bjeBkDH;zT&0gzhqJK|cVeeU=-~
zdE+<-;a~v@X9o^-TlJ2IS@3IBm4`vcF{+&NZc?9K_w#}rvsMgOpnhEt%(J+&55QW0
z<wiYWdQ0Z^4z0-J_M5swm2NxI+A8}6)`<tO-RiU#$By}@c)-J_X68RS4t-|(dH)x}
zrtaq}+|{;nG=0YqY>YT;-|R|2uSJ<3{#o*)aKOirWai4fs|Alsb8>9bsgBRn!SC#*
zE<OKjKgV?(R9VIcl|#~ch%6Zzgjkzhfpxy)Wi#vyUfU(5o$2o8m`8j;I=jxk2VC22
z@nO(!FvWs>ePp7Ese`E9r;g1tE2D5?!8NG;T7+_qfq(b?gHRPzVJv)E%oFQFkMhL&
zq`BLLDQp}L-CyN6KU@io59Ni)dSKMu$lmRmZ1ldbG$1%~t-RK=HzZvN9Yn!Qj#ddz
z%ad>+5@gIdwX+(!T5ieNfl=7*y=Kmkzjyrsj#&y#fcK%RZ+zMZ2m#;q3kToci!$FP
z11!K&@B$Z=A;2~B%L8KxES<cP4LF#BUY2r~uh6$iEsx<%fidLqM3gqr`?0rH174HY
zc@z-)am)<IQN&ZtS1k&$M8IQQSp?HrBLC90_S(U^#LY>i3V67%p8B%&-({nN{$G?t
z$|WQ>LJf<_<T2D}_gaS+Qy<f(r{Kj0i*lA&G|jJHHRx;5sdlD!T`dxi{4z#GnAl)O
zE)#-H($c(TR0jh!4{K>?7-sQ!7k+>(-kXX<^OLpjLVvFhj#P0u>mF*YDDtT|9(Za-
z7Mpydmb_?F+<cWm6nig(A9wyHncfPyfQpRcu_)m#(sM%P<L=ttTV?M!(N*-(Zw8Jj
ztT_xhX!=m9W>tE$@m-fZOl)KoP9gE%JcrtFVF9YPU}MNM)*U+*S5C%CKyGgGTPGY7
z0(F(6va%u!ybl)^p@`T+IP2F|oPr$%P^`S}d#y0G*c&c9()T(E$+D=kWqde1Rbcfl
z_TkBJGh-+z@4+v|;;3*X*_6boD8e>ha;spkKPP6CwaPQQ>d_fqo|IJ->}p%gsRZJD
zc=w_Gir<vx9Ze6&pp+!)7Mh~WAhyqG&Gv2W1WKSE&(QmU?WvPwx-fHyz!d8yWrwvn
z7M<%4dn@zv7fJ+jIItRfcEBF^01SNcY+VcZcrV1(==!U3)=A;So)E${!Q&v^;muZz
zz?00t_h#a7bFffv%y=m$@$xiTn?CMO{SIoQKn_X%uB{iO%z|Fh=U;EqyG&O8nbxCC
zCi*PoR2B%CtaCwU`aqfM>1{8oD~x9|V9@dkl0XZFk66Hif0WJM(`%5NYXPnIV4_kK
zE~)QBx7d4E*txk#8PXM_SM}-*=_iEEM(M2Rk@PgEY9=@zBBK|uz$aibzVEb<s1VB^
z)jH|FC9fx!-v02AF;7N-AYph?Vy@AE0{8HE58*#TvahP-dj<Q+r7LeR5`nb<(>BM~
z+J5iv+>cG=9g+!~JHD9<RUL3x1p|(o?SHJ^dNM?74G<NR-rxkD-9-P4KhA*nCkD@W
zQ?R1(C|P`rQPpk1z8S<12d)FBA>I(ua<?gQmGaJ1ojop$Y$Y`dY4osg#%tG>HP$PG
zPYOxb+>@IUdA?C}a>ZB*Q`5KVAELK}FkP(MG9u{pWJ+~me1%ZIW#)63Gob7<-I|ZP
zXJm}9QFg{|fw$>UE^O?BTLV3JwB8)*97a#evFTHaCmH8Cb6k74zbe@p-CT%&9S*I4
zvR0uw?ImV?!*7c8xC3@k(=yMec$T@I2>ll=8g!W}9JyvZF|Kg4?X&wQWsH17-caXH
z-zH9Iw=?@8k^61i&hCBz7Y(^u=h_4(C7f%0`|)WQo1sR$!{&?!E1{1#g>%%}J}20Z
zr~3c}s4r>CFGCiy&ynF{aQGAYw_+<|5h_E%N+kc|^)DUr2LNJ9J!7hn(&o|>VU&&d
zgNcTfrVFE66xO3A&@%@5nJ&$WIZdqktET)bXyvFsDn|qQG3vjFKBCt&s4u&fW|PhA
ziMai**DvxvGQa`#9K|Qb@4sG;)!d)cz+VPUW?uvo|M^hs^B<98Vy$GsUsRvxn?lK#
z(7h;msv_(!K2@wa@z3eOW|Q#cp94sEk*le4m3)1+n*X6RJ=y+TkuljQTg->}qrm#p
zRmKjet(&$<UXCXr#K-3rP|s4L{|qx;=grxjwn^&T^EI327XMD4BaK`H6ginc4|uX)
zAE?+s_s=x(@N<i2y0kE%&$%Gy-?`>S0n-7SXNhNp0sU^#%D)rV&n;e*mjmjPYHa_`
zdO!Cy=}BIi#b%>of&TB*`9DYV@BDlEA)?yp{B!cG=&7rYN`K|VACvemEnXC-EOF;w
z!gdL4Z+up*rMv#y1W2`nz^?Cqu?-D8T{;^{tSziI4y}epo7uhTeI_VV%j@&)LL0Y2
zpBMVKH?(hS<T=?uglYf7Oe@Ld?>7Le$QK!c;Pt;&p)}e!u<T!X?r{R)Y`^ndZm^&D
zm!~iVn{G<>>4Ouy_+Q@)?(Xk?CP;_9u7@km2@h*}roTu@|CeO=$SCdb*hGx_lqM02
z$4x3-!scyOo@hit0msjnqe=|Z*@P(vFJx)o>Qd~8c&(icH$PMeGh$OhH7wM`Dcumc
z!<`kw(q9`cUX0;C-l}Uzl@Ro;adR{{Q7ECXnw&ow)Bh|`%ok4i6r)U2wGOVD<2Uae
z4MGUsM=&UctUc`Q7S5m_D7?lX<l;A*Tn=>;fkg<S@ABSJsEm3j;0m9s<{(M_HRU#m
zZq|w`mD2FY@HjX|e-u#MYj}Ltxggji#WSawN^5MF(b)FH_8POuCi-bC@!G8;j<3d2
z@bi9IU;(lE*V`<!Rr9dgGmz9oXRKd@DvJbYq)FGW_)ABS`;NuL9XFL+>FAX}Ym$R@
z<3p7)8@6&Zm0Ky;OBk9VXe^Tip|q7wXXqo=7(qWK_8mbFz-wXDzS`>I94f^Kv(SX;
zh52DR7i}u@MJ9h;Hp6Fw*nhr&`edLJc^BRN`+itdQJIqbKlXQE=UFd?Cm-twhlc;o
zw7`SS&tg;j?lT;0fls(rAHAEA?=NLYq<^|FJ1SeyU0O!cWj==-hJaI4!<4-x5gd;B
z<W96skS`A;A<r-slo{`_(Hh0S`a_46D)?!Xo8KJQ^N82i&EgcCZZ<l@+D@Lx<1;~K
zB|FiC6f97gtjO|G-0#uX+?@boFF!&bsM}c;&1Ouz-=a}FYAPOxe+&>UyWCf3ypFR1
z#mQI=mv2K%ccxL%H?7~Fa?`Idxz%2((Do-YLS^?I)-RW<C!7>FTs>Ic+?Ixd-VdNF
z##a-N+M06^IQ+0v^V1+yzbS}1*vi6fOLCB$vEUQ^=Vn=}|M9=84S39x3$jY@tFcwK
z#CU72*A}oL<HR&DK&I2qaG1FR*8Ox_!5_TqFH)PQb~ibTdpK1V$F4@o8crH5+o!H(
zGv}RdPArrR_IOKyb;7nHw=`4uYJfQ<s~y&c?xEg9euuGyrJ^wVcaI8#A91*GXlUFq
zxk8;nVaek6&+6bw;-keDaRp~AA|DmMO=p6I=!hrM9P=1;gRY$xp}w)^JlH9>u9D_P
z00_@lDkU<8et21r_sQjQ0sch1CA<mX(9^WC@&G);>?<4k$cxUfcxqgGa@hzp+Fj+)
z2u^e7yu(CXbXXmbW-y~xziQ=yH2^we(%<)yanMdHQRy6WFnDZgWACjax+!mt{A6@!
z;fvEaS;Q>q1uUsMik&I673(tyG-%x{UL4fjrZLnvrPo6OrZAv=+ENp_7@*!=Nyj~C
zOLc}kI3^A2FF*b5qps`kd%*qg+>&UQ*1Kg;<zcXxcIRIINdFNB!xuW&wG>6-<zV>3
zApqm4L1c5^fh$>V55*`7v>t<pwCYV~KuK!@rv}F1ZmzVuY>{X1b{UiCTCq)o?WR6+
zW&&WJW3QPcY?nXW`)(|muZ&@zR{d%tnNO|J6~`T*to9u)w{>5j6jc6@>>dPln>%9L
z5+~I8)yXW{=NBVHt}L%Qe#-_ZQ)6h}36(fhKcIfCqdqN-<py7+j^Kt=brG&y`CZBF
zr?Ma9r>9AV#lbsJ4n6YK{D3zb2jAle-QA@+O^Cw;E?a2I)J2FPvRgGyM%zlvXV^Ex
zB^YYg1~1YYjXMYPx60=m>lUgt&efe<oGO|rMBshCAI2#l^*S^#gtaVLNZawi#=Yt=
zDd7z)sVQ&d%0rX&(*~PZEIUWM{R)l}|E-*fJW}k_25-<Yz}%_+Bh{_{+cu(*Ra8Yq
zAmRmy<a?tbdS2*IoMggzmZmukxQ3eA=saKnz}-<KLoV!cZp!@x&2`!FEXvG8^MOl>
z9=Po9(XcWD<FL2!Sy3Ina5Q&7eDj|kr2C@lzr`!qj=BIY1NMWT;V$E-AbY`RK43}4
z!YWsE45Xo4-2R;XmcIpzI8Q^&x?)XDWzW*s%<)orIe(v-*})k^!+z5sXL3Yc4@JYn
z%}MK6(LqjU`8PZ4Y@pHQL!)45{T1+_XbxcscqM6*JGYI<W76lrT#t2%HJ9Iqypfq1
zPOo&49~MwD$T<-lJH?q7Dc|#?d=YC_eRH55>9f63R{ciAzYc*gxmo;$Y&9qy*LNy?
zUDlX?zJ>iBP_a268eps|WoD>*&m&NOiwVFFtAQOBR!efIDk$3C8XU+?;;kWu3>xmc
z?vs9ezRy4pf73;GwMVN$!7PD*a}v~Yt;HjoT!pW4O5jarA5h@XaN<$ynq5&@UfJk)
z6YFEeQii5szaE919adE7q&Cdq&QSh3(FoKg@R5_SkV`>Pc41%1_Xi{AujA~r+oNJc
zX%2h#<XK|wZx{WdNtV_Jz&JkMrjb<(26aThE=-4O5Z|FDcpTa16!aMyODl;O7gCm6
zc$&>3E{&yGRfn~aJ_htm#nRWH5-!b|3DskPCg4gyM6oxg@!&mJMo$QU&+4shg3RmL
zjO*EGr3uxzhaO>p?~S%~rjp24t;L~_WzXul0+Nf1d*yGc^c24`ZApRgECO-vjvDGF
zC#fO(-L=Bwcc{vL?_h3h#wk_T+<vqK<J!g8AN;wqQ}_VtC@6Myq9KsSF-VS`g4l9J
zm)5YNVy*+0f8BhTKSfjmF5uwwY!qi|*h~?aAM8EeqN%4vhr;7>oInM<a?zb}=)Nu~
zi?r%gDa_`c`Mzp%5ObnlBMX}gryg6-yGkSDFH*})jXp|tVkNDqV)yy9F3z3#PCg*?
z;3%#dz;EN0hGSqo4sju|6M9;o$N@Y(om*O%93Njh^Cvrctee;bl$fVteB~fcnqbTs
z8p#G%l^IR8R>+FtF=yRwc5}Ws_W67r60}~^MuHwXaxfrx9Nt9CA%TmV#Pq&sEfOY|
zEj<%Swktof8N^ZC3GZH0Se(Dr-G~~7udnuwi=}S|2X|KHdxt#H`UZYR4Y_hQ*?=*{
zKMxvTmp3+;8jVE0Sl8f*tUi)H$`VI!i_l_3Rv=61CHr+1NJlrXQi?UD;|gG{_e$OJ
zGVg5sX5~6(UGWp?eK6*RNjK?5?ajDt56vY<f_9jF<2`<FS=ftiGTC!LY530~WJ=d#
zLEBRM*t!LdQ|7&Kxq41G(|#uUtdVnWfauB$k3RxREd~`ACtIWmSs+Pwk2u|*a@_DV
z<X_9&7$`gV92|^DF{x20S1JsS`Me4$@{`TI66#A&t76LS)fx$|e}#W?u4qk3{k{4~
z6AJsMc*TKLA!Ht>rW_Xjpr>yCoBxNscZ#mGTiZV?wr!(gSL~!>+pgHE*tV03ZKq<Z
zV%tf@wv%3k_uKp1|2;;J9(~dWeYD0{c-Hew&)<Dr_e5#29LG~_FDU1Q;UYp4p^!V2
z^@;=Jvom*aR%vsa>*Qhh<U-1vaMBMB7DEMt-+Yx5*c^g7Y&wvBP|lppgoNa|vu2}p
zouw;64}Sbzf(M5hH>~P;AN>b)+GgZoZH?$p?Wcpp<oCPq8R?SbxBeO1j5PW_c}%>w
z#{*Ie96RhTc}qxl?H{{WqZ4zyoq(|&j06kMK){8ks-~{4y{y3==IT>pFLT<MFWrYq
z2Vn~DfiFBycUK%AhK20WEdV>(sW4yLJan0K!gN~mW<Pc`;H6@vAGx){QP0A}hys|q
zCHKM4LU4$g4i3WVao`l6GdwzP0zMD3r{tjFe~74vQaVpCDy85QYARmSdP<*5*+dH9
zFTyK<8BjZuR-d)g3>6|O?4FVf$zth7BgnV`GsxXZTu$w1BG)A2*0}o5{fojHrJ8V%
z_T|42_ZG4QTnlVG4vL2Wwe&ZPc4OsTv^nD|#;TX+`6=i2Wxt?lM=Y5z#vFMLB{cLI
zV+vSDbpp{D>$T}(ja*KZ9w}%Er~da}8wdt0NUa~-qHC_|HcQ9{;eKZ_lt|pJ3-F_o
z!W+=clRu3_q%Kf!C`#9q97hTDE5GvY{J8YT#6%{6F<3P2=-w3Rb2l3M0*T&!AAwi2
zGn<N>HjkfR<p#FyE@%Ljj=PEY;Kb8qnyfRF&@y^&tW{v4+g(3!3lU}W`eYUYW{mv}
zGkgl!FJ5&a$sk9Lig{VaD)9_(*cAL==QnCcEKAofpDRY+O*hzQ1B2gZ*2ANU^pcX-
z@y)0(-xjWr4<#M4ohk;gk@n=>%=bFT$-fvt@9OtPs@F%z5nGJC0V6UD($K*W#~QKg
z%lfCoge?^ru;nrBVeU)9sB?)6QVd$N^!!*FGhQpPy2ICc0LSgcs&7mBT(j;j4C@9x
zh8!-RFEO%BDSJuJh@yDN<hfa3@g9;pz4pyUj%wR50N4F(FnNq?_l#PT7%Xi(|Dm{7
zJLq2091;ok^w3HDD#JibnVQ?~Yd#Vb*Um6$<zUf|CcVDZJ_?EEzyerQ#=i8AmxrB&
zP1Go!1-5Ky$`X$A&w2l`BUD%;<D#0-cR(m+W{+9%6q66K;*V=*w~(yL)Gj`Y#Z(gQ
z<4#!($tk;qo04akOQy=c;L%AAg^C=`DXmVCybXI$$Dtotc0TCvJaQcNL18A^CDc|r
z?guOI*dq9a7*a?<2U^cRzdY4;4J=fN?zd6kF5X?ueJb%6fD#{+;<!=m7mKO13Ch^c
z2IGBu*b(^#KeFVZL7?Ee(2T0vOGl$DwC|y-?dT}gG8Ju+uH(AV`2udh;02bx+yHa`
zqr2h2RekGfaMxA6>6y~)*~a5$>U~sQdwCB-{v+K&;xRFD?8ncwSi^)E<Umw@jMYCs
zsfOv-y5h__hN?R++p0C~O#aw0UiL{l(vIkkq|Gg^dCLq!^KO=aHxr>Zdrz<nOEi|p
zuIwShlrrl%@pN((;gkxBZ@gfPC?8VxvI^#lIU*cSPO@7TXDL^M53{1KbknTlpQVYT
z7-9oKz4CNOWpYx%!;zrGSE$P$-VUI=F&3{HG2lSv(;**GwsGNw)-)&)6EhSpE;<HS
zUmkZf^E7?P*+UWu?ji3bnLtU21d_={2!u*C=1nOsS%g#5bKs}KvIZ0w6v&4uEaif7
zjOFZP@lkb;6jAB%we&1G-Kt7<5jz;-yiSb`bm}1m+P~8GQEhE#1pfzfNIZh?h83mJ
zcXjRkXc>X<Ng-j2)<jJ!>4a={E#mc)$*v11NzU>WQ$*Cq;}Jh<RSs({1-0E9u$Q;x
z<s`vNg}Rhw>|nZ)(YK`_=JswmU53IDY-pI84X-_Q*mbaI<9+RTyEY9=qTHzNk19uC
z+O<n<zX{qrDZ{$w)l|;Y@w!5CSy|=Dk0RL@NKcdIGSQjtd&b<FQzb*f&C}v4%Hp$#
zhm~uY1g>_Vo2toINz5sJ1n*^wGOE(Dk+3lH1T2@@V@h`;jltITZDDIC>YfXiJ%cWT
zj7k`YPfhmc6f2xB`mz>uCQ<E8CB*Z|@l6et8N}I>UsP~03{??DWJC$Y8S3rI%S&-T
zJH<0Ot+$>WmN6hymo^NZJI(D8bPqQrm{4x<b-oxeAe;VBhYF<t@O~%89>@yG2ocek
z+`(gaVy`cI$<d<0UiAh!5k!InyZS_#ot|SBe7;9OaC5Db-weYk<p8POQ@`WaXNSnA
zUhJ)19?lS04-{uPhrmCg$<kWg1ibRF61+csR_(08>FhTa==&fumBweVhw1T^E4(I5
z4u?Lxgs)<zGLtk<Xaffu;@K?Q($zgpcGpm`(&$@WVUWf>wObn(vaPXKg`grxa#U^_
znFzXtnap=koN<zS7)_wn=IfEq_1)|hTFp4o2A3I>s!09{If)9i(3bZ=7Iwm)KFFU+
zMJ;c7h2{tNTts_1J+s<ap7yVyg-npMLW7i=2W`tc3XYqDFBo@3?t{3Ga0$y-6@M0u
z&|#Rxj7JG%<Vv_utjPS(qE}jHsui~Vtg)2)b9Cz~e?4aJnM5kaZuQ{Kp*daEVS-`Q
z`Dq0#A>`?vvI=~Zg4WzY4-c6Q_lt*$_D!mP(sa02?thF>qD>z!u1wnmv8Q3H;s<W}
zm2#zmYzrBl-e!*XGG82}@3x^C7Z^{@Gux+gq>Wdnedg!*Y-(D<JJfuVXzyPq5$yHx
z^J<Z4L-1~Qy`I;ko$NP6Je2pOlBf(Vh?)l>d$Ir`d*Vq)L)$QQfIufdj_((d^g)9%
zorYD$&5YY3IiBuIPVROtASiI;?$6Tgya+@@ngZc+Z7X@bS-qM`2@U48x*3+$<(NB)
zcA9&EBY1uJJZYEm3_%O>iQr47$b$UcwTP=ZeVOSgwMNQfrF6zgw(udH>q!#C+tqN!
zbazEnl>$qKT7KRM8sS)&=k3R3Y0d#1=VV^L?gswxE50r0(G)L#hMm%6w(QF;N2Zez
zBJFK@lch*KQR%(%;t_A}yNdS~tnjJH;Dr?*N0BcXff*JX&6=DY&&_-rcRPHfCxanK
zHLY2mGQhq%F|F)9t+@V}4#I*0Kh*dizWFySA^~GD!i;3x1Q!7_ixt!n@P%f`_Cbnh
zp$o%qioH^MwqI^t&k!J4+-!T4V12TOH~1uDrI8(nB+h107?fe56D`=fKS40ocH9Zd
zLW|yywZ}-ccnNP!G*R%?9Nhv)1eR%P<Ki}c>ao$~b*tHeUe)=B(#>1dS*v_dUJ|vx
zLabg;$j6hu@67LRjfk_`a;GdI*zr^-XBZ++Lt=SYMFB+b>?7ZY{d{Y!V7dLwdZCm=
z=702{?2BN~oE^05jwi$pH<vH6I3@To3g*7RO+G+M|1`7lT6I+?wKs^=;M<h>x-FA4
z!XQ~%C(KPM4^M^yvIG;zGkjuNbHw0AAH75su_T~dhQoIh?-o1po9z7?CXTfUT~n@L
zPTJSYSvnqOiy+~O0tE=0{kK@OdI$AVtP(c2z2U*Nb@KQXgt5<4H~yk4AC}$#QJV99
zHo^zJDXfm+(A^ygDfZ3NTenLwU9L8r<Po&{N|cuXvj8>4!nwIcUE;^N2@Ocd8Gpir
z9GcVIw?6u9u?WF)eiwYi`Qp7mjecAX%V<J8J$1yELe?XgsTg?Nv{;f9->d;keozpU
zfvChOAmf#=57TA+Wz4)xcOj_cQ~cF|Vvf!6yfnMG1B9J%bm1^1TYZcyH{Wa-!CHKP
z)y81CC6$N6^m~9vldPa}D7^57xP>Hz52uGg1r;4X2hzh1+ASo8pnfwfAZEOp-GIv*
z=nr@{28FbRm4tgd$d%47eg3%nk+?qx;cI|j4njYJe5OtnCOtE!5ptZj{C4!Cz{$|h
zEejeIeLcqSVayzb;VvQ@1mE|Xe=FrRenaP7YliezcJye+Kc^)ys6)=4x@xBKs4dLT
zE4jMj1<B}aM3fkq5ZG&qSt75`&#S0<0UH|GTe#Jo##{yhAZL85pRDamN<`zX*qSRy
z1A6+UMpl%&6E|fB!@<1)66M5l2~J<9nhIuL+3)e?U&I>=RZ-`UN;}05^yQRmzl~Z~
z)?+7Qf_5lk!*oiR&{b&Z+$6*W-Ee*Oo32g5%%fBUz>4XzgA*;R`@O8w<8r(LbWj+2
z8KzJ=B3^ze)8{|vf9<REAn5<%?)<<&p5BXT`+pKd{G#bpIU!fn|4UE4`2X@cT}EVx
zwoV+8_m|(wKQdKw$-S)Iw*>QN7nMnNLS_0wwFv`c-7x=2^@q_vp`-kfqa&8AT+*!5
z<9dq6BSoL>1)VK+EQr#Td()mgU8E6^b=+BOj}8O{FWQhca<xdl_koSZ0NOpxXa3)n
z``gf0_bd2OyDBZ{|Eos;BJm;oi*s5^Q)$x{i?`hkot%f6Ct<x@=XV6hI`SDz%@|Mq
zjkQgjXVOa;*od!yVOTBw|0v7{TA}OT{fi3OHo5KL`2Fe1rb_<=971Q$$!N^|>g9BI
zFhSkf7sY}v-hKHU009B<ME;US%U2NZ<qy(Z09f~zLAJg8VUSn=Pkq~)gGc*K5Y9zh
zt-Wj$-)hI*T5y5?QmU<w>U~n1>;1KZNvFda*?ZV=v}bJ&Gw#6dZ-V#Hx#F`NNh@HL
z@{4zAZM)vg@DTst931^d-@oviD^8IZgyMmVGt_Fi9#F0X-j@)iw`M(G<0b3VvR9Fy
zO9|)Sk8!wv_jqK%ZL9v?$6!X!_wte+K{=s{jvq(g$0n9mwB7HnLpzwA*ZQ*{Sa+?~
z3O@I_o9Fs7X5g%5j|0F$Aujx%MV=<yi0~)dL5X0O_6Mx19g2O`2InNBH$3~DI9+e~
z=~;C<Tm11xrDl>?{_z%(R)^9S&f`wc%Tj9Hb?BP;#82<u+TVb{0Hp=|Wx}(rv$+n=
z58eid+BukO_`9H*anc+sTfIQy$=CZdg7w=RNM?5t7Admnvdo8VM^6g?YMCU_HO>OL
z_#YVKN5)hfQZw=kZM^ZRcG&+9+(6RpS5(!4W?ts{=KMCn^KLu0QV}+($UH>|6_gb0
z4jTEJtQ4JY_9W|D#nGW0wm$_vKJL!Z(s`HWYd;!^ni*Q`UZNppo*T2}ODvxzzcc9`
zFd-fC={mn>w$&b`sZ_EnIz$2_E4+UKPyZIN@jRm|{4KGv6ao~JdVPUJgrA5986u=4
zbWT5UY&A+*+1{S;=kOjKRd-d@uY3EYxF{`BSoGfrG)?!Yrvkub2q%Tv!ww!u>!#=C
z_D;%OZ%e)1^{naWh^KFvro}*sj{(#VEvg^s0C2v2xr3<yR+CcO=ToH@c9?ykg`cd>
z&fi@cRIGiexTjLt!<jgshLVJA23WKgZy)Qak@pyhi4VH>CMm_kuOftH#@p`!v@K4^
zWJr8wx>)aAC9db!;VW#U{~5zux?nSm``t%sQEV{|SZ7a@rTL~yDbuPg=B*5zlow|h
z_5(E;#BO>II}z)!&Qs}kQwm4kF4>4C`*J|ZAbfJegqk6zfX<gMkCqh<nW$D#FR!w6
zcMX7lb_d#YVJV>nrDoTKCDi1nd`*+2B_`8&iS^gjK!wzIP?y@vmk_MojnS?NrvhR{
zzT_MCCFW=lvx`fwpKkCL_Tkw|5SQ#Lh>q9?+`2Q-e+DQ|>}~#7&Gkrt-6He&5C8!P
z<p}g$S`SzuF(-VY_GNf)LSvYpp@kzqLkV-;24(ygbnaks*cnddNrDFE6RCIXdSdO1
z>2@0dd@qm=#s$}}eo3n^VzM8heJFdA{YW85y)feVqreY4x@Ixyppthkd*lGgxy;J8
zh<DF1jIgbyqr_n)f`lYnEvdx%#Ro%Dd$%pm_p5IO?RZhKafJhw(ILO@o%sJK_QN*=
zjbFvyMGktC%kN!zR13(F(dW@AD!aI%{xUv6CyP(-PZti2HRtYKy!A++d$+zm%>TiC
z*FBlXb8ffuHTR#L2glmaDaRNi$~l!{C%(Rsj+QgAuEfXNyr;`rP;GRmR&;Lr-CtXW
zlS|i@v=Ix=9MGJg>Y<<+oQpe_tYLc9BKR;&Q87Wk-JE$L%+hD3Iu=Z*bPgJoMY0O|
zaJq6unoly=0}$u0Mw-EVC)V6g2fN7~O(g~i`6a8Qks(!kGex>TO2bRW51ifrLV=X}
z|Li$)`R%Eu?7!x##bh5H)F#QZx7b<~u(-0(ZB36-uGzG3TGnhi+qU1U#?W!Ym*AB=
z3WX9V{+evyC73TgJa=b4`Oxm>9d6suWFIa+k1|9wqrO!`O44w`a4ocXH99&^Wbvha
zUGRqDFgajChH^@3b6MD(uDPJTvtKQhPHDS|Eto1vBz_PpCB;<7FBwWF^Y7n_C*XcB
z6FGwBA|qvtX552`iHHMd_Hx>YWQx($)g{Z{_#qxHOTt24uiw+chQ;;%%ekrWXA1nc
zI3{U(qAA<2XOsF043s>wi?{Ed%gDJm_jpM)So{snZ2%=6Ie)#Je;SSUcpx^wwhM+@
zlvNpqlg=#cN9jc%QV8#(E%#miE&Cu+s|mO)pheI~{u!bFwc=5~Gs)5a1;~CeGDgsC
zh)!~HsUX1im|+O&w~V3jcgn5b3WWHVq}<1UzKad?I~qjq9QP;h2-TmJ#BZ^R=`STg
zL6Y>_@AL})=sSE%1pkluf$AQA=6`$W|NrYW|7*!&zWKi$d5RJLdl~Xylr?`vJ^xiA
z^H1gcH)YKq8OeW@$ox*>0MJ_eH)YMA<?DZy$o!E8{dZ-}pGUOUnPK~<b^O%;Ss?$B
z23hPeRs3(uB62m;Uun>8TgQhLfNzby3#0v)<l+NViWI=OHq?cM_q(^S|4nLk0o$Sm
zlpE^p;Jtgp5rsu90}zq5shKe7{KkQtpy0tlY^wD<-<vo0!=twUBtn3yZoyAQ@cx~l
zX-M!-1~lm;4}v9``m4^h6z|uQa_QZQ15B;t*oKNyPb2z``>NN>vkWqssCCbcbSz$g
z0ji%Epa3aqH(nU$44H^@K-eOgu(Ja-V{>!z<aH(NY_`xtwfi(xf?rN!MRRhPb)Ywh
zzn(pTAu(rU3I{FYoPGvN5yTm{A>8=Fi|pGy6L@Pp)W7M`x$=o2jxYR;4HNn{7)5d}
zn|_ucj8xsjs|y1gQ_R-Vm2rrgUds57T+GzJHoxJj)toaX{eN6*7<K5kEJ^Q1&NT}^
zGXvpj<HdhbQCLtGdFS^Q#a(UB;-iahs1Cu5f;bbylFDE~ZO9z<7&UkJz?TZoG;3_r
zvl}u;qR#_Kb)TL)M%fO@Cso{~MXen=dBfg1$A;20cVyATJWfiqv>%*OkNmo_^$|7v
zb2APyB2OBt8YdhWae9jjL`QE!n||z<ensjvm{dq{xjpH*!Ey8?!qxN})E*BGep-Lz
zw6HQH{M0DSOVPb?ADter;YIn=&BZIJ?XA(zdM?OoP{3|wo7qaI#BHBUhh}^{*1Eov
z`Uu1v@`caouPzHGA)oJzW<V?z)%c32f{Vp=rmdH&jD9aBwXyk%qORd-3_K<EckaCq
zq+e#Wd)R+Bs~J|#)iEkBY@N9?)l%;W$6x3=ygcBw_V<3m_0J^deo)|wxmphKhFF#T
zl3j<5XUYjcw|K4N{qC4*caes6M_z@zcdpSWw^rF5{TWmu8vfg6<!vTjBGax*|MIN~
zr}8G*0(@)zS>o3J=3BG=<y)&~74smP1t!=sTHW<<RZBp;9PR$(ayw-8#qBlL*TLzF
zZCU1l2o~mQ&DP|NF&bvX8MkJ5cxr}V&6m@$pyW1Z?zw>&_4;B`UD&4=TA8Y=OV&A+
z-e-aSXUMzjqLRPa`YGH~&HlTUO~CUAc>H_vUg)6k48~r@Q79<q_<B;T!!T`Wc1YQ2
zY=ls%RqWRFTjEM|FC4F|b(vl0o9O#8+#ufw)whxdPa{pMu_e*^b6W;OV>3lHr_JI7
z-;L(lCSJ<SZu2q9ag^M7&3?d+0nq#+KzZ4f{LK+Tj2Jq~XPzJSW`1k5koff11qE9M
zG_-?T35I?=kzU`NN+`cfpSeXS&Z46eNj<8|uYQ1F5B68Z#amBW{>PtIXpFnIPB_pO
zBuI=X9pbc*sLRuuEg2glgoNR>JWWh)->iXSEC)Du%tdyf`{4RLKZu{;IW5RmR&r+~
zyf1&utPU3@%pE08T|<qWHj9ngT^Vr9`hm5#Lo9<@^LA(pAHixZ1qR0DS96ygxxUwd
zZAI4HM@*U@w9PJ+w%%*p^(wjh<*bzJN!Y?q$&rIbrX$0`Cybo{*WWDp$v{EiSkBv+
zCVcNMAfv~D>%uSh8j{uOfAy~28WQKZ(Zk>D?}<7bbp$RoPS{(jutW{uQrLL8n|~4D
zFxBlW2IkQG$HrDLhKG;S^~P!uW&RjGRSBV@EHIbL(B_hDx8MSNQpT~?dl@65({~SQ
zq+`05)BnfQmJ9a;2Ll7WW}q~`q4FMl+W<+hZmdH5l6=n!<C~5fsPBw`a15ibP@0$-
zv>Yqv_7MbWfy0v{TBx!5qF^c5xn3B|E&q9Stxn`E_u^#DRSX9ssRRfADtD%~dVoH@
zxr&R^4f^9#>nom62Ry23u$)y*?}fq1{?^t@x#6d(a&b4_Y?q#Ez~=DxJR*H(KXZs6
zluSEpBPe)*p}eaJLB*)N*V<Cqln>XWo04%Gme;(pzj43D2mtVR=Zp3SEh5TWId5Pa
z?AB}ZG^<(XE4CL>W~yC>mY;dP7xR*uAKKuVR@|}Oad2rA5U)56?ASYZ@NymB!}sN~
zrzEzwcPtz_dfiqSJ~7Fwn~fdV+Rt7_C-0p6#Q5DhVL`nbu0RXJ!-M5|d*zIZ-7f(H
z<TkNa4;$fdbPb<jMJ1ZH^Ukz^QomIN?LpT>$<1x>3zv)020$3GwtFoMP7M<-7pZ#t
z!0GWCLluHO=N>$G&hCo5OtHZgLPvSz(XhkWWEZ(}`8p+<lb4I>Fii-Q@9b{k?I6qG
zdQ+V;Sa4L^2WX<LTueXB%rrc58}jJYlr@45sD!=MczV_jcCG)->NaW1ovFSth2gW!
zPs0^Jio4pnJ2{8-b#US<PTC4ygJ<tBWeyW4yP9q7Q!8`3weH3;TvS$NSun#SHfpNc
z;_4}kAW)7Ka!r}n1o|GysJYAJ;mOiBZ}`%|IX869Gyd?R3NA$Wdu(;$GzPWXuQC=w
zWvw}dCutGs;KtQVtLg}yB1b3fs8FHTXO<{B@ZZ6}1vBX}!h@8Z*I4%$&@@0y&TS6N
z4j>&fD}-lP#$DaC$7T1vKnXCa_zZU?adw0X5OWBKTs0e8iHMiAGB0L9a)>zKGTSu0
zuk6DAJS=2xZ_ixkF!!hHy@!XIV{>@taA8pL{%)+wA#7*BTbLcNjYJ*5GgP9&g=}{T
z-=BEx>e#`f3IA%Tm`CF*CtkaglMrw~nW8})Or#O}G1v6tt}u0_i2C5!$O-?nEj1pu
z_U%KD;Y0=X_%SkviK{$}oJMZw_M%g!wD?~Ub_op99^Di1K2e`sjm0!96I_M2V9R82
z4iV)E)Sa8)cog`oylGQTN_K^HiUVR|oL7zjC90r*$nfJm{AeoD?ZvCPe`bYdj$Edv
z)>kSrTvOVP=@{cY;0V^dAbE<#!QZ)N7)l@`RFfmyTar9SXsxD-o(?od_TOu9J`z1@
z8ldzi4y$O7a-qIFSTM3=e+k`Hos>|Y()aV78^N2vN20bc+E;|n%_+^|p|Hj`^blew
zkJg6rm^_8K<<w-{RX|dlg4~Vi(~R276jLhiA7sLnjyfPB(3&b<@er6(Vam=C^KPV9
z($oNM2GY;Bku#u9hR~W?RPMxMEiheUaHsu#C9{C`>ASGmjzJw~@Y5uXAY^Yu`s>oC
z3gl8be8bCMo;h$#>7RJ5KPNRKnop*y<S3y3Wt$77Wp_pny$x_DTor|2$1NJU@yM21
zfk1l@kJ%c{reG*%reEIvTr@IlP`E>{wH+#;9-U?<E}x$r0JN$`Bqh_J<Z*v48=<N@
zjxq_=kZ7kA5qnr$UU1`B?)t-0@rk1|-Y`3?q50s25@HtDF;%HnOvzek;c4x2&M@_)
zuY9Hxsa8VAMI$i=N5Q(?vT~-B^50Z#S4ku^#JvC+fO=n_h?H(0sc1f!G#?<L`3Pyg
zqzY4v&6R(WB=2V{_S9f%0*r7r$j`Dn>Ks;^e0yR0!OS9LA4O+)>FgyTo(k3H%@mr3
zRPe1QDMx~s=A|faHSK4a_yI1JUuj0f^t7%q2bHy{TWHuI3+7tP6RAzj(8{?NY*c)(
zx%5*Pm;5}+hvFm~gFLK?BNH3gh!KUNMd5r?ngV6Y;}k(YBVZ6B)|14zAK-lUR{>;V
z9koxmUT4I@hxv-CXqd6MZApeJLU#z3A;nq=aAu-csFD+mj}2IgO5LH%T+f1y*s)po
zno{(F*f&BfvUTz=A+q1a!;%ignc`58XAgs*uUD5lyZ%7%EmUp#<$;VUanZZ#*m?hQ
zF1@(IURght<(SbIg|cCn-WT7T`FOP}nf`4qbx3+Ul^x}|25<1qnkg!yFaGC1XoF@h
z>2R*Id@cI01|_nVutL5t;;OhWX%`qNBqA3OBH`V$in2=%j%i%Ba1W{L#U_z^$?mLX
z(bVlchtu%-ludv4Gf24_?OttaTP3>*>+T2=#KatfZeQGo*=we1qJEviQ$^_&kr~*}
zz?_$^4sUuY>kk@>B9BYL2Nz&_j4-ObcaO%N4r*l7*$Fe0Ir?QwVup!s>Qi82TZ)M1
zaKbazpfyP3GHjABqRClg=vkJSDnE+YOHY95bGmfEeFGm;_Cvy}DS|LWVlTo1$TV)s
z?E~LVEkTDTw5VDKPRpdTBASs_L8{zY1OlEB^I?yN!*R$8s{_tk+F-mvUfN7gj88tn
z%}98-F*saNjv7TI>!UHam>NB@RGEA&uS+gyx5b`X8i6fKVwwaZ;)g^8UP1D8>VH*R
zm~iTTP<%TY2I&giP!@0K6H}Y4)QW<mX|M!Vy})@}u{O@<nRkkAu5#$Rt$|ad%3=0E
z`a$3kXsqRQvBYOqLv<wh(C)v`l?dEmI?&#nL@f>Q$OpiXofsQLev4Dab0Rsy(_(+v
z-c4Uvrbr>NA%P(!Lr|k*m3-s>Nc|C)94W~+)l4ZoGlvxHoE<d=isKT!>==&<Qe9o+
zZnPx6uqun~{dQR|KBJ<d_j7o&j?#C`BMayiG_z}ORS3Bd+MO@(jT>lB+5JVBM!gF)
zGTg5?x=G{+0Ujl;4=2Vbb!YwDV6RQU5*lPImJQbVL}fEa&G?+;Kh*Bqi_C+Lt=EuX
z7@2a^FYNYUNO_kIGD*nGffe!O9WIdkNXkNPeM#X6KIzB!x3J`pr(*KYUF1^EF-|5o
ziczsnb>c<x8`tGuHCjJYp>Si?1Z+Vxm;@jSQiFc%r30u6R8}e5zFq7*CYhnbpln~7
zZsdD&e2YCE;UDa{x>VvE@ru>4a4K-X>Z9+`%BoJ@%1!s2gNL0p+>46J`UvC9Ej~!6
z#j?d(YUi%E4il)1G4fdz5=hVoaZv@boLc6s#j6r#AnS<Us<O3XH&sKEC8OI*iov5x
zR1b>$@|r$^(B1VV5(y?8ZXG(gU+KVxqE%xxG~jb8wc!C3Ie0%CD6rqgBabKV%bqMB
zrl@E~$LNJfOcf7$ipVhd2~m<LAz)(DDO3q=<UbD}pvOjp=<DzgrNz;&^4ZwX?D}S=
zKM;k@VP!-QkIA%WARf?+<IrzZwnZ9bSL?um6aAofLis(}7oL*jlvroap~ZbK*+-VC
z_QM9kz;jdlihKK;5@%f;>9Py%LbuW>hsgl)xXl^VvE-NFj1o)nrN<wgZe3Pc*9a32
zsmw+A4ogxwCu)meRF|PV5n?`GHhLe}6QK2=Kk#~*;L7z0W;T{#%3Y0>ZT4b>n+dSF
z;$egoed-nW%Evb%Ctp?U25mu>d~BlE)#t;`%~$Nv8qc1io-3QW20lpP98{;zD|!g)
z$A!%predx<Qe%TO;W^N}dQis|Deprq+p53BtRh}jrwV{NTF}TCG28v9hu;~5@wMgx
zB?(?I7v=CA{&V)rXhE&T>iki_SYAyaOEK2>_@L))iF~R0seL&Q)Ju{(quYa@{sL{X
z{b44T&b-E&X}EI0LOdN+*BRL8rI0967Zk~Du=uRp^AOYux0U+wWg9$ep^dZ>0~6V>
zS!6{HFr_N{PK~U0q}+i1d*TR6%GxVSU@~;k57ZI#ExBT6Ut<~$p25rPQP$3SisPe~
z$r6G+XGAq}F$~|{H8agwa8n=%5+Rb1ik5&xN|x{eEb8}@OweyT`o{?!Bkz0Xo%hMi
z6@vpQXf)o8@5Ga{yhu&9v0rPqp4+dJlFQDR_JtZan`*-^<eI`w!-&(eY=*(j$!ptI
zd`tN5hJ;@reJSZ`!AmQ~1JD^{&=)p3mTzU}!U*!}A)pEe!sP0H_;1M=V^A5rn`K0H
zS}?hMYqh1q<%l4iYTr?-3BfhR6GTVP!we5yJ`ZbS*I|B+3l`ZBeE3|0{=xKKX2~f<
zGF6@DA)j+4MX~syW4=X>(?{~mtXrb%M2Bw;S{m`LkDIrjkeOa_O^k4pN)8GSJKJzt
zXXsM48=F#Cq+rgUrrrcl`8oN@g1ssj5iCaS8a&Z-y=+CAqanH2mGwUOOuE^Yut^3r
z42TONQaDgF@O{M65Bgyc5UT5^a>QFSEvTe`!_6>Q+b~7gCy58O*NLC%9FU4Fla$`(
ztz4vAIL^Gz9<*s#-0Ly}^|i`4QeBDBzA&d!dq14rQE$+7^pdMSURkMatHfppl!lKK
zQU`nhRHUUoDF4{zFMl8;h#x(A#+DL$5{6{^c-HYYFd`GiGqoK8lovC;?3VC@TQ@5b
z-#G)?kSuBKFhZ>q*)WZS*#n@aqI92&-;{GJ=rY9wWu)=gjp!jOT({4ltMaA#C~G>p
z(8i}fDxs?GD1-=?fL8v%$f_Y--mb=!Kv^Urn};ceQW+XID0-<;)h->7mY<%J8?(OQ
z%jjX#)UcHRuO`h7<M+y6u%iMZqfx^2r<y<M&Q-w?=&gj}`PA}_+gTXOz|hg9-y)`y
z-yN%y1#$6WJFI^?G9#4#F;&udK@Ceo37BN1EeKuoa=9(7*a$Fw5rTf_0>*iBfYV8G
zIbAtB@L0YI2GKtzb@)CyQ|1(s04(jg*XA^hu+c2{nqiHZcm@vraL5^!mrqR+WAEx`
zWp!Wh(P1~iF&J@C3zX^`Sz@Qtw-rsU+?(0N@YDL(!KedsbJAaB%L7`Sc;PZWiQb4a
z!`OQ|igM*5T}R9^>;@D0xaQ5bLhd2q9WhqDXLwBOJDu$Jp^XPgdGFE_&j90Ap;iuC
zP%j>llFy;!1p8CTw_>&5cm8_-CItQcQmps)-_gpcW?BA^j~7Y*PT$f;<Wxz3r~dsT
zH85W|UDNLp+K%CW-qK@6{M(2`3FK3MHwr{xE+C))oi>J(mo2bsW@Q&ZCznwT8>9pR
zA`t@B?wb-}(FQe3SUCJumVm43xf98G?I|p=T34-8m_hxTBLHO#3B0MhSPH98e4*{|
z&h(L44C^kfFDib~1(_S(UCzLQ`D-#>zF}kQ7jy;nwSH;7p$J$hb&o~&`<W*r;@Bqg
z(N38NqaW@K8~&~AP1F876)?PIyR>2wMP<Y>hc%1f1k!MbVx5%Gp75Gzs8$(zl#m7w
zI44DVDULAOQWXBNV=!$)J+~HYZv3sPi{-xOMzI@WhA==%L%B+9l2qQuRO+h5R)3%O
zo4*gK@kCZLUp*ptXb%PiJD4={ss^^7n1ad|r!AHw3I8<TnLw0B0lYg?QK-f8X8sFH
zZcdD(wvVhkQRRIG&`e=7QOC3f7TW1_9D{syWe(&e6~v)dUsabZC3Rc%;i4Vo>zCU|
zU9e^n(bKSzal(c`PEY5qiElh9qbu2T)uSUB=*vEosTPJMt7*fj&>QKS9PPdiXKqf+
z!AjA?fJvrWJB1vE7s*D~@?<|!pj^H!_zqyy6f|9hF037)4qe<Q;wXy9`lQ9YtAfoR
zRnv8wWSM3`2JfyLw$g?p5J|GVtnfrGhs^IJ;agq2FNHGJP;k-J;?36}ef`oYe3+qv
z#m-`8F2|;fq3LT#Z<8v8i#zCbbF&2cPa`@Yri%Mh-Pt`zU2jvEr#^uNb9RNM3^HJ>
z{z8U~pzn4K2uVx=!vU=%cQkL?Z+m43EaY{@=bxM#A`Zk*sE3x<-%ePK5x+r6`xlk-
z+Rn{oLcdw6dOa-I791|MsB8Oal|E%3UJR3bvO0Z=z;Q~d<?y3!FtrOhoeFBTN3rs(
zDEkSvVaYleahTZ=GseT*<KbYTrFvNEI>bYe1}}?-MJh=>vTE{{VK#svJ0Qs0SL0o>
z7VbfJ-1Ws}?NCi^e87K`@ZH>i^CS}&!$=^#c6(;4H`#sVOD_W~?dYQIeW_w67rSJ_
zdol2SRl=j#v#?Jd+yoEovHnweD$!6tx@nU{clN1Dy4T{qx=b(s00l<vlqW?iT_jjF
z5(g#D**YA<nswW{pM5pGP+02dVxk)9(FM(wjgi|6kOEs%W7myvDpv{3obvA$I6Q5p
z1oeA09KbI^bYYEx!_>_mqypE1q1!a+PY-V!7TyFVq$c2B<S!YQ@Y=ET6yEZtMBZ9u
zfebT-OEe~`I<kI#Ztig|8oda9ylcTW+8eFuCSUk~e_lrd6cxLv91ruH+%EsgKKl;7
zQttzev*Yl9I*~p8Iv3;3qV+X!QOx2qR3jbdV)g>xC$g}ovqSfkBvq5ynW?mq)7;7|
zt=gWhoQl^3&!znow}R48<$K@5-VS~NW(XR8L3>zw*$5_&q_%4t6-M93#F#i<yw-<M
z1A@oHh7wEShvVM+3Pv?hroHhun=`{hf(`HUj%YY?GI~u%HTgrE@y5{UQV8|a$F{=*
zEafYD+=kJ<cnmr=l3f&cY0L(V9d#1%xT1*$0#@1g`z_IIRnLmoez!!qFNW^XtQHlp
z7AEJK63)(4Jhv4>w7Rcdj=m1Kp&an*+|KW%Um;ET<XIy!@oFe5tNEH)=q$wxfKs@f
zj-pO<F{3*?4N%+AhA-|;KkB=>wfDkgsnPx@r{|W@pLV-KtX2+*Mn#Cqg@{gBZ(${#
z_IQg~LN-!S|B1{42?*G5)TJ9|zYgV-?uej8J-Xv)W>$d2m0TA|O_Yh&6ob69AXH>F
zL}g&Y-8MLR90%1W=iuMQ!@cjHiSkP7Wy6Z)BVkgQ=H*t}%$KQr-wxVOoOJB3i9q)H
znhitMT_!b`iLp|Bw0t|k>d96Zvl(H*jU-=mx-lLVt{yn$tDo~e*(DH#&$+9b9F$0L
z12Qx9LK5HX)gi7?Glhsr4fJ;Jys_m#R}xQ<>a~8fkBt2~L}vhy2C$|@Hp%6MqOjyS
zHlGcAFETd`7ZS2$+cfw+Nj3p#3yL5D{~ilZ7(m|&_UK*^`itQsV0V-~>^@-HA~hm{
z=YK$Ual~pXFLlRWxWqWzXyE~#7|=w4X-P;=_S`bv=<11c821HwS&tQC!f$sg*u^1O
z*#o56CuTM{1e?IV714?%Ert$rn`7C57LkV2-sD{i$AaZztnGh@PfqV%d<b+aKwq#W
z@TlYm0(E)5f5OtGaV|>b5GZM*@u<{?ZE)wl#(Yp-s%|3Fb!Ui$<0wSf$Z!ZW%meYa
zwARI1y(&#=$0VL#?(vnY53f=JHWMVGU#)KLk<`O2-i6K!NIk~*hQH!e<>@@d%WQ*<
zu-}vzgYcPouM(nh0JvN1;f7;|FTKVW)ATErgwN=@7%VKLRM=eQUPirR-Y7(O%HU4x
zI#2jzr?)jS_t|%npEq>0^birG;`rPqf~nqTDRmQIr}NztCr8x|hP$;ZL2d1nf!->n
zA#|;SL$xgI$qJW~&%x5V9V{fA{08vy0s%zM?Q36LXqzcM%iR{#$aS56J?AIE$xVhP
z{A5{jC!L}lz#~uDJ5v<=yzh6WR*U#k2~h(``BF6ZlTCwoX(k4JGWT69l&1z4I%EK_
zdvt1M`FFoS-|}`fKAebttN5rEB3u3WqaGt*a<FoS6XVWPcw#bG+jE5KM`#cB3hUUQ
z_4R@8z&hv`!FY7CW4l~2V*{&%a0x)Wrl8}iP185cuY35#Wft(S&m^K{Fb$G7YY4{!
z6rSNpTdAS88b`3nl71!i$F;PZm#%N*Y0;>M4VjQpd@TK3-JJDqlNb>J<65TZko#Ga
z7s!elk3SgNt(tPuYDUMbqE#d5iaZ#SL5RC~5FDjn4uw~uqnzh&9-E3E`3QI9*z$$X
z^KyeSr!e3f+5^@`F>dx`D(&NX_OEBAz=`CRXi8oxR<f;g4E`>LoDqSKca1N!BS@zS
z4KTlpn}er;*Q$hI6I5tBQh`IlR`f@-I3tdn!jD!V5R9v*!1;OB*6^L_D;~TEKl<;g
zZc0Sz$Y-Yne1SJHV5f*M#pF9*FS|C37~Ihl#Vml4WwttPTa{u!MsVHh!&FeA0FSrn
zPNmJ6#PX!&DBx&|94umqGN)=p7BNN<w;|=_okVEyE!_Qz<zT9W^X-bdq3mnw$SMT6
z>(^b?^-E1Z4s6LDTH&u%<1{3wgguCPc^$jq6qwYgSqin`yEeI>gEf|$yCIveQ($zQ
zwVY5bo7Zn<L+x~Fq6X4dS|%4KYZ3aatUhpT#CjEJcyvkaGvmGx$Hc-WOm2sR3ED-E
zz?buHIc?jq-0abAPW&7c?#?#XMKNi}HKI~jt$<(63h$;wC~j|p7#UY}b}Ck(G8vq@
zW(xedjrBM@Sh^doKIk}{jiR<OK>39d#twn`&AdMRHX}eJB=-oGZ|0(w<Pi&2X7rlI
zK9NFj8{vG|BRs{6&BI7@VD06Ixum{1-7xzz6*G<XrbR?eVG2%Niq(fPVebr_^z$Pu
zaPr_L4JyhaKRG2CL9CU2ZAZBx&#jXNt`xOR>Zyc)-i%4=+gSO^sm@5@zdPC=9XYlC
z)H68n@s(j8F%vs=k1<kIxUFsg3JE{3A_%>|gCUU~HkGet9HJRSjXiD%sAYA#?v^Pg
zgST3}l;!m5YbwaF7=RtXsP&~KBr-h}k_S5M@SPb3ks_rED7qiX)L|_!mO`u<qEmMx
z%$anJT#Deo0P)6zPz{NUA;3IqJjiK%qT1t_qh1njI-+smU0ndS5oLeQab42M7&S+a
zJQWHJ`>+I`qW&T}M$6+nwu>sxZs2{Q49oe$_c*Hxf5JEq^WGe*(oX1R3FS>)?<#8O
z7xwe5MloYt7>*z5*AE7cyL#4wyB48=;^(0UIhQ*z)-aBFDApzczo_NR?&E%9p(483
zM=)7zUi{pXDIEZ>s~1&kt8SSEac*R;k}mc0$olX@e-i<!#gpS5(~pvBgiNJ8CE~KH
zPkZ-WmG`2_8**5Vz{e{G4e&mRY8V*Mg)ozdkC2p32TVt<OB0$)<zT!iMu@xRx58rC
z+k`o~9i*z(RQ=f0v_)N}Bvqjz?+<J=aj{JfQJ1?bQMRN#iv{(CP794)FT=ZjM*3>1
zS=-Bg)RekvU5{%`06y%DBqrfr5SQ_0MG2fZ7B{@n0(Xi_74dh=@R_i>vWegiRy={7
z46!BfOCW*`0a9y0GF&gr#_KcipdL*1xS-MQT`ZOwA!m3PREu>_s3{$2Ib+oQs8h!K
zU0;ICanua%`eIckf#a)^IxeXNM&5QAybJ|v{5u$&uOgN!Tsnn(xXEOSMf3Dc1CC6S
zoWbbF`KFIpb1EcJxaqaRlzdeUvT`!(q60j;KqCbvLj;t@WP!b;z<3OrMEB6WctYa*
zjP>Anq(UcPw!tmyL{|Jkadls0GFUuc>mREYz`vbXTH*0(jNazf?uzI#Yw0D9RKRB=
zY7R``T6a?42!zWr{us5aU!hT{fm(v@pUDH9Yw%I=@?vR(+`4<#w@@0qj9?O_FH1GH
z*}hWTMtvmSu|!D$^J`bH8#`QL4&+1-vquf-l_;LdV*g%G#FS}6S@y9yt=3m146TeS
z$>@!G44LX`eKHkqV!0II4@a+UM-1tbV2qtW-wNBPkNbDhpvL^X?c9xJTu~)EXyD=D
z#)w*zl08e3u4^qFCy-F)!%N`5L(?nDsxOH3+rr+UVMC`P-YkjzUG_(w;86XuQTzg^
zGWN#{y}qzIg4r}AI=Bl+g&^(G>ZZ{TwBny0csQK<10I<hzMFE^rJH0*R>P?Ii6>C}
z;(!dk01lY5_P;n_1Z}e+&b_^dto8{AFz~nWOkQ2i<W#RN+=7QECbmlVin+jW$cG@%
zuy(16e?dXhvp-OfAEh0|tK0{~uFD6PS9=LE0t2qIv(cxJZgf$euqe_J4~6_?-#{ER
z3P1%(^?g^+T+>meo{4!e!NN|Bd+K8KNqiL$JY-xZUXU-uMbQ}wjY%BNk{@)c_!7s<
zNuidh@qjsgmMlArMv$fVt)k2)kHd2*F2&VeHzm)3SU;zGyADjGbKIuv8}G5|XP|=b
zXD#+Z=I!5ugZl`Td?@^|IrC+J5j#4N+eVc!JHNLGHy6VPHYu#bb%Z4xK5Q`0GyZKC
z`0~btJyGs2A#_8eerQs}RYZnLOQTuX7=kSs6s=~91OrLGr6+<h80Qx^;vVow3D@!(
z2huYl?#6k&w!IUP9UGGp81KBJ#r_C#J)6iG;UULNiHs^*e)z0#it1QZy~WKmK+vKE
zX?bu7YEsh=I+GgY4?<%dq4F4uBs}1Uw>n(|gCU)Qt~OeEDO|lTABh2t4@%|Yj$Vge
zGXDM9RjfurW>uL}WKKE7cxjoZ5`3AjEn1_mRJ5tt%h`LwktULEfM)O*&#M?k<xYP<
zZ?f^{C38$o4=Mszgh5pU=M?7@dcRq!OC`&@nMKYHoN#uny27Joqp!A*2-4prC+;tp
zsD@e(ql>#~(exFIEqVZbI@@GX2Ky|WI*zHUC~6fn?!xc|3E@lQK{{xOz@sI1Iy^}^
zXjE1?enyslnPeX=ZpepF18FRUo^3+GFV%i)@uMS>D20ah{7~Q_KZ3nEX51_z)Vr@R
z?wvXmXOz^Qg*SUd_NIf*@5eQDDqF&byw&lvI;$x~S4C2P!^I%R>ZS*42uy-!BVw-r
zepC!~H1jg%957g>{@cbX=U2ss?Lo>@0l$(O;#rz2y(Yz_9;hX6jW0WIiK(q)+U&bQ
z(dDtEmX`_nnB{76P{)Y1tDAPq`eDdl?L5a$B=OP5!L|qjVJIihGHQ<*l9{f<9u6|>
zur56-oN^pLB(Ki&tf7vc-Of}@g6hkT?kK`CrESWkE6J18f@*<L<p_ZU_^nVYG5|wE
z$*bNH5}RX_Q#+0*d1^6NM3%!`c$S)|wd%LrOo3sVMkyiZ_d#>96sci_fd)0|BLZ<6
zJrbHyR>-y5b1)7O#)T4M@}!Gw5AR4#X!hrWN*Myk@5fB?NdhEz$4Cl4%|4}PC((dO
zff`d@3e$*&T`mzyen%*0tC|RTdC*7MGNQu+BDBYI?@?Hz{v_6JfEPZDDO(4N7;Rpt
z0mkUivHB7+A*)%*ITB|>NQwB*ez$9!|HCXSe54wE5Ch?Z!4#HEV37gihfjlR6L_8B
zfhIQdbqo>xQ1cx<Y!ut%pE6N3u>lB@#bBE!Q%wIz$BQ_2`bf_hz2GO>P;LT<^y#H5
z({O~rWAyhHS7IoR>-$9{SQc>rg`_hY@KSzCpkWlIlF>>SJrLv!4BJlgAr?!J*bFQ0
zS3|Z^SBouzN{m5<FE;m6uB}`A_*h`RszJmvJbNPgKJ(G?bAgr3(1#>YC8QszxzwTx
zhgAj0qHejeb;DRK*<xg{ap4;EatXz-lmwXQ32L*W#7)q*>8S&*U5N7|X~9rLSW9`T
zave>@lH>~2eNQKW91C_jFXa_6&BadC`FSHa;eTT|hVH=<B!3tkA*hPLCg6v|WPZuJ
z+RrL7qAn5wgt(BJ6sdK_nL3Ga(&F))&V4tdUyt(%cujJixYnxa*5FX#_7>y`$!M8@
z1Leg>w0M*o@sR%T!^S-Ln9;weE5L{UL+iZPenht*TF*WaBBu41%$QD#G+LbpMF}&;
z&gb(lD*+g*(KYe2Z6>W33RjA0vRJ+Vv}xdfD60-%>V@;q5?oYUHW&F%7yi3>1iW;i
z3;bQV5wA%Y{OkQ+u=&@=Y=VCWfXJ3iVY0s<6BCrpBS*cTPza9bH&1LO{L2%Qy(l>T
z;fdJ5knOJei;ul9dtXY=Hp4;ED^a86p%FxbVj>_%LoOm9rzxvu{zMl8y6*n@pLVyb
z{J;ORNDS%YtzX6z5ZdK3_BxV3N@%>;2CJE(Pr`h`ZfPD=G4@m2IVNiDEOW~GI={75
zogy{X_v81Bvm!u*f!NMJW=AXY|Bgr=cjzI2&8iusdwkCl+}3XtQ)|%w=FXe}E6PTH
zK@Q_nwR8X^t*&1Ojz7xR84HeVumX89+uj_xaafT2yOVHfXBEHxt*hhD{BgDW6RQLo
zkcRY{9(F#8lPtXz1@fV!#!f02GKM99Ko7gNTHP)3KUlK(->{@b)0|zqh^4?tpKX-k
z#A<5(_b^hn7H#7?TF+CkT&u1U(}u6&XH13E%q*;=Y^d=N%PVF3A_vctdvK`@_T_Gt
z0gt6v!|sY`^ffKm<#e+>qq8H=i9Fp|WmqYDn%w^J|HCAo>cZxYiPzsbCm)D6m@_bN
zs#@nh#%-Nbe<}>i{Gh#C+NFUvPqui1a*DE5z3Oh+2=>fd^$frw&a!!n`x-y-8gG7h
zj@p5(=!c(vw~IZk&Xja=zLQK?H%s&doOTXwtmxE%#$IdU#_4W63}Uj;Vw?wC@V6OK
z!#PQa{AyaiTG-FuWb*nCnQRJH6ad6FQe-ReUkB%S)rLVoqMSu7);)wjf2-o1Oc_mT
z-&mYu$|aGe>1=3!U9yN6+lv3oCec17c9v{TIPV5~!>OiaR(zWy`%zGekOse!bc1pI
zWqJ8p_0tulu>+{8`P4S-N*<icF8T6Pn(7ct$C7yz)(np)(KmOKfXBW0rpjsM%f*4=
z;G!_txPnAuYv%WHmYr}4L!u3wRvcaPd*ZAS&Wj~&7f$q~x=TX#ADw9_@U0YsV8)0=
z<qwVz7rX0sOAN3=FwAVL?MJic@Z-q4e5GBF)W*Eiyhxj-y$;m8TxF00H|oqnaZnsn
zwuycMD;4ao)f08;LB0{PbVhm4GS1rAFnTCfa)3+V=(Vi5wu9~J=?0-Pr`Av}g}^+s
zrq>2uS}^iXMz`MOW+f<t=4lp?{ON*8QQQTj{|rl@z~^i=L@2OE?0Am!9kw|TfC(EF
z!wx2>8o0dh{{f@CQrsAPJ`wYwiuq4O>9K?_(!Rt_Ej-@qP7#E^Vx_Z*$^-~v&x=6d
z+&t|U3d?Wscp}VP4T8~2ezu@%%wzHJwjY893I2YkcxRktc$8R5uCfMEi0}*yHilab
z3q8cx#?3f<p?)>qsooE|rz$A%<an}85$5@`XrZt+bh8R!qj5kF=|>9Jb7ymOfw#wd
z`!g>aZep9|l)gwoC&vc4L>azO!~S()-WR2zPTN@~6j`07#fSvi6IOjK^T;oeq~e*p
z3tqF_uN%QQzB;!JcNoXYf*FygJoDvxJ%KvR?i&iVimVDA$8sa8d<@!~xStK8{69sn
zb(-S?FUu;y<$d`~6GnX^OBV^FsbKbjTsEVH<QZci&n62K%qEbj&C^{1GgIgMqK85S
zh6%goryX?se0;D^g`h{it1T*zYv0X$1ybzZb?|5sVcjrs@__&#o8wsOE)B@3EIAn#
zed#3W(#qnMC0>kF2A{E;4r`bQ-sXa*>20~wNuOzPRmG0xr-Tx4`06JLoVSU!NROm0
zeykWV5(b$`Q4#Hpa@7jUez*zhoWn3fEV7p?ehei))znfR`tP(e4aZp)PnJ?d-B=5*
z#JMsnof&u-b<lYry@KyKzW%s8j>A=SaMZE~5QTY<pUE9wJ>u&P@`xBzfM3o}J9_uE
z6e#$ZUfbp-$XK4@wfl@lh%A)k7*HronKH6nwO2o6T*^vTQlLzBi~cj^6no{^|3d@d
zf!`GzFy4X<lpsWdE~z@$KL9s{XhMQ0_ylpa!0M>X@kAa!gx}b#;ro8ssR#wrmKY!D
zu&uYz(;wp4@A}|%E=GzKt<yez6&Y=H{U$~ki&b;u_a*X)xKa#R2~4EjJk2gJw=jqf
zwyOn$8PnOoDEyLwp2NT966RKdwsMR2LCY5y^6c*XmbpXiM26YHPvNWjgH|u5`Mv8N
z<3(AmzMW*pogOicy%a$Q*FN;1C<OSDtL$G;nehJsP>GlnXxs?*)m<L?y?hc;+c`Sk
z*vyu$U_0j?;ai7?nW&>rA8xK6q|k|5>%^Icy=+wWk)&ac&&Kt-uPB=^JsQ9DqQdDn
zhE_=TT)ChkS%muuu(cW^q8}xM^}wauk-|3X=J85A^g483Pe@Rn>YZs2A;IqOnR(Q$
zz+gbs-D|x5FW%k)s;(t#*T&u5-Q6X4aCdhnKnO0uT@whw-61$6xVr{-cMI;$-3jEJ
z)2F+??)(4u-ZAzVFtW+6TD7WH&HdK%&dGrlK2L$~B)rmIJQ>&rCIh2kI5Xfik1ryH
zwX#HLaE5+utF=f1-_-QsEqEi{3L=kATGD_EQSyg6Asi~u{!yruI=kFmhr9253hL8%
zw^!m3YM7SsI}L<WALMT_=sQ?ZSHDeQGsJ@_znM1GZe2gQmt`ZQ9<$;@#`CrabMbSs
zxX56{f=;a)p+g!H$Xq4Q`*!-t@cq1PM~Q-#gTwr~YW4s%;ozo^gzYe>E~@vd(aY@Y
zRCdq6k0Jj`rVJSCl25nl9u(7E<}z@b%o*Z1h8Rx=eB*g$Gg?bCvwqKAsDG(gV*OGq
zv)TV2E0zdPv?K6r^uq%Q!r5~(G5TM0zYpka@iVmz(6*d@Tt*oj)j+W!?ss=G!_EXk
z4#L8}pw|b~fXTd$iPoj_M&)}oF*XD*)|=X+b6mMzm~Aj{k(VzQac5-5HnlJn*c}w-
zNn~RM+I#cyoM&<k)a+II>I$ZBgh@sKhCUrqn7fX%0XR$<YGigM=R06;3IPfj2-UkJ
zrXqB5<xguiPAiW(aAIzP2VHy`&drrY!c|I}^{{S<ukBAFJT{FdPrHhZUzv_T7r!%(
zVT}o_4aW9npX<7nYbOy=bP7s;<2w849u9(X%MGKhAC>qd*u^yM4a<Y|b#FBw9o?k4
z(i;cv9>GWzGmVATX)I$|W==Eac_9A4$5)(O%ag2dG6;56DhhJonFT2UEY;x+I~j6!
z?Xy-cOckx_S(|3Tu{R_OO%;X81xgeT?o==5@raYqF`>V8F4A%a0Wmrf|F0xE7^}5V
zSE5|ZAUsU$$1Gf&7;6QYD7EC!pPZ3sdweBYA?EMUKL!Dx1&a=JQhZ-b=Oz-f)NpFY
zC=X$$rZqj6m4(^v_Fm|LlO$pB&%2yRHDfI`Rza-qp;PlCEd1^hzaGwe4eCLJtQs9&
z$nr&}v@9@L!ZF(@O}QyrHlS$8e!Ihy{@5(wD`8mt!DL^t+2{;^OaWBXflp%ByNQJ{
zR1Ioq@%_lAFd;~8qSfu99*0?~?k24us|6&_%K&eTght~^mve19qJ0sq!K%{@d%KxT
zpPYMs^$rhYX%L0sfmR+g_e3>pGJebH5a7mQ1S;l8{tr@64>$hU&J35I%FR(TJ1`Tn
z>2xsWx7&CUlh7$q>*}>%2{Io-b|vwrHo@7`?E6zrQpNTb-ha5^EC10ny2+^mk=lC8
z@xBDqfPAVe&~F!nO@tpr3co($mEPr<8i4Rbq`(&82CQk60xpT2c*efiWT}d7sR3%H
zxn3)yQGsUoa1*k_6l0H@YEryVCTHrBH;WhaOfB|xM4DJrllisPD=__-7`9%V3?wx^
zDp@U-iRuoOB?tWdD()iG{*Q0bKsL=8Vs+QWE?{GYp99Tu2P6&kg-H4C1*k({X9y3G
zT126KB#2HR=EV@^cgiCOM$FBz>oWYVaixaVDtV@;Sog-oy?p%|s>Zrk31w(ys)X}Q
zxhSu;z6H6t+EDhV@D|b`L|26?o~T0Re@^Oq@(XJH0@nyJ^tnKk)nc$p=gsXLJf#j5
z^A?)bLQI5Z(Vf<-l^F8ZH*O`Ke)gvvEQi#8Wg2l8sLg0M^bBi_si4J5wEPjG4Gj@$
zg>{djIEaM%W?A#)lA68d?x(H%Wu2?55eVtG-Yd?YW|d(xl=p9{{heww<CuGkQ8W`^
z9k{kTIuaKY^Gr6@80-m-Q}|CJ?m({%7xn6JPv_JWZ%Wpy&`?M4t{C#A1obNfn0H_|
zYoNGgBhc;}IT&_Ze4A4pxhTdc<t>CQmAlF9c{c}3sWDTIQY3&(B|`#q;icz<HI(a@
zu<RqNycBz}X7@e7tSz>-Nl6o)=BAR1i;XRKUrX;YS8HgXa+FV8Mt)L56;eAe{!4zb
zRR)#<H1BR<mCFZ<A{nMzUb+|6IrspwU;OudL)K7F@o;4_>Y7Eg{0<cl(fh(mn)zhp
z;NGX<H5j$u|6&<6<yeQwXTa&&$of&mqWE|dT0;W6Mr;BHjA+hlKI_sSinNn<$1PNR
zaOZB$XSf6g_LVi4PiIUWkP$HWsN~^^jXT{0IDHcZ^AH9BV2o1)u!AI~pqEI}q--w1
zMvTfu!Wp4U&;n|$zFY=^2<fHPVBO(C0I*R|8PjZ^Dr#J;`Xe;zqeF!W9SZ(W2^0Hp
zA0*O&<h_0;WVT>MlZ-0|i#3_Tp6~GPVWK_=e_t<1_cv>kp$C-Z9~b#!iLqot?zzH5
z!Mv*O9}_DAJ}0=h-;T{1n$u`2ITKt}{*`S!YaDE(DE{2Oa*yhcWq5wS)Cy!vh2Dw=
z<Z(O5CAMA>wS7PX5#x9rBYX}L)uuFx`7Y6HROrO@+q<zA9ip@)xO|kb!Oj48ngl^a
zBXB~OCSxfQA?44Tw>*i&7c)>(d7}7fU7AlQl|)-`F(Tc@gTZyZo7;FmViYKiqXLNL
z`sWi1gJ>J~R?AtRSeWE>zjX9Mvip+=8FnT$Gfv70UBTcE`J+B&4g|Ia5y%^0Xv;9A
zzTx6(UF)`pCB$yqr<-Y`$8WG54S3_*wT~kY=1wr_n)wmf(PH30b5IL_>>aKXchPX$
zsqdnxsvE|cT3yxRSUer`TOt?XtZv=TK6s8-u+?LI#Vd2U&Xm)b4aW8tT8{1+7VL&m
z=G|vvY@XT^`5~gc@{P^_)9Sm3hqUC$x5?3y?3XV{{O=<bpkKbP^B@6BerLh}KL8*^
z*ElwML4SoY!*bxb3Q0MEsqeA8J3D6SUr`EKD)8eX=668R`mR$JiEo?F?4j7fLXrq(
zX($K9lyilQU>6%)k)5561?(o^Dfj`C@VDv@eIvj%Rx7{n@=QINU_+n!#YxtE`^`xj
zo$9MWPBYSlA-gE%g=}pnR~o|6F*MHuclYooh7b}Xb&0A4&h5!q0Q<|>JscG2KB<&k
zGfTNg8CVuWv4`_w9ja8@zP?PKnyvLV-Li4Ol&f1MwIYMo<|U_wpv6#We-%JyB#E$(
zK*CsBmgw2n(OyS%pKS{aKG&q|jK8I1riV<}#L7V0Tvo*pgRm0qu2q}tH{0Y@kDf%d
zAL`~2CM1T67xtOPQY6l&NRZso!bic@-4sSlkeGO{kU&I4w!<XQCb2NmDzEC36L7Qq
zB%BqeOgw)*5a{<$QhqTShQV8Cw8EcSk2&B-1cT`a!QgYzEisp&WcW!*KAIw$f9k#F
z8b4EGrUo9Laglcki^&im!P@~$i<*!xmp>w)GX0H4J>*8PtOi`d6nu72_UDYSv$LR1
z)76B>Mullkm!A@_dqs)~Mm0{<j~7Jav*2nAf+S=uul(;Eg3EmdEO!h#egktFJqkj<
z?>ro^0xK7rQ4?0X&q}zcITw0bSeL{Co{NCXJp-VWgXVBM69%Qm9n5@6Nb-WKlJ%Pa
z)Yb8j&?{Gxz%TAMp(0X6{;`@d(duO3N(gLKJ?ni`tYMo1b9-x{WE+Fa#^OvPWL0aS
z4N=&4s=LaSok(A}>=aqDVRzAJ!mL2Th!kmjX)7^|CBK;(il)K!`Yf~qtIC#3Ib-mU
zx2Swb&dMpuOj_LWeie97@a=#eyEWQ}283JLu}gyHp-QD)LjL@X8n-Ye+Lr(!d&O{!
zFqBx}P0$WMl<*`?F!jtd)^RLEtoHYsXH3Lor0(Z{{SwouPXs1TBfW`f`_)i*dKEeg
zW);G2E!lfs^<LR{LJZ$i*7*L?6T>^-(-)N=a7ZuqOVqsZ`Tr|wzVM3T_(X{>;vf{T
zFOYM|!w|NAAWguqFcH(j5HGR!G@EwgaemC0k=NDoa5XezEuk^x7q{=utGOHbZ0Rf@
zUuZGA01<j6p2`D2mVA!V|E;L`d~6|FAKUptQvUhF_iey4ZCd*uM9pV(f#E^U{zW&n
zW(Pxhf6`ul7K}MKtg_e!AP;q^39``$BH)OzkrR+tv5|8W_3}ZV;ZEO!z?XLZg{WB(
zK9Y17FPSLRU+#uo&D0@gwqiFk0jHhZ*RW57->}G+y|^Xm;__9Fg%niTnrBh|;B%<R
z8U%4q9dBRMm1PU0i=AyQq`MZThuVO4RE(UuDABla1w4Ne4$+in8v#r~MJLydwLoBJ
zhs~#Q%MOk!vsc&=)=Dd~9iG?`3R=`$0+Gk*%eux6zB8e@>c99l=PU%p<d-`{01qtL
zpC;hoZ9yE-WPJhvO4}yjYU0EKqhlsDb-6y|0uFpu91XuuNzY_slN)^90s;PdvZJGM
znl}-_Q;8Bz-Ag6MQ(6;3Z(&!zf!C8($13?2UDDdIq2Ej!5FA;#=7eWWZjsjwB$R#|
znTVQEkRh;mSC)pEc_f_7W-<jxuv3A&WwlAY?y1_?xo25kF9OS|%y^`J3FcjDW{~vm
z1WwMZev&wkF^!*ZZ<t0aKGgN;hv0g+$FQTGwN3-#>3^YRl3vzz2aVbbI~#Oy*2w`B
zOxT6vt5h{)(g`f`tIk@9P}xBqjEzH2NoD`a@mI@)9*bj&K}s)-uXJ0=*dKDa7FfAA
z8^mh^!#7ST)Q4*-Kc6j@<KgR1wR4ctiA1LDi^%R6-ge$+laM%{XDhF88??k6b3!+(
zt7`<@KU8pguw=eDj+ulkCCNSIMDHv>>=3Y<`v=Oh{H>%nvv*zzpSKffq!Nd?Z7v4=
zP&wb6t-4KCNts)0<4SVLRs!?lIA&#?xmdzGn-4!|bkQT<7JFz+es+rW>D=NtJCb2-
zc4fghZK`NE$#rIAs4oUhUv$bh2A&{=LO3m>$m=+i3=|JhR#SZCac%$Z&KiryhjDP`
z*jCp`%B$@V(?i7<mLdK~<r%Xqx!x}(K^-^e7Y2d%wytrTz_fG4z%Lagto9ocyGq@!
zXTxaqn*EAu476cGWE_IRwRq*i{`k1``c=H;+Z`Zbw2hjR_pmTMX7JQzEO+OGzN)q}
zQ#H?g_PiFhgzL*9k_Y#7NiN2s2B4O6kc;7rIy*m?U6<&BA91l@`R+<InQ6<r>c^~7
zf!MyoA4#3BS;Zy3j!v@Rnl`y)i(C6&oU-F?t@hA2Q7L;wUd?_2>XA4u><fGtSSrBf
zR&a+@X98-rj?B_yR{1P4$ip0<xD4PdX9Eal8UM;zF3*sg?J~dqIHhBQ>GZG>jc&~Q
z_8@<MfWK#gR#mpR9#Mwy5*#Lp+W;Fa+WXQ!4mBI#!Z^B5R+TaEBG1W@?_uy7qqh7j
zYMFrdkErErJ=uSST4wyusHMX|AjxUc>|I=RYO0jH=YLi)!&e>ulZu)2e@(>%H#%Yb
zi;5}oKdP7s|EOY4d;NDBX1P%~bTB&o%B<*M5ng4bIM0)!VzfMDL+q(=mEfDN$e5i>
zzWt--pI;8&IO`e;e$PD^krjQ*!}ceIh`rWcCcQ39NDCT<HH>y2G`4wsT?oday|iwp
zd(qn(o5<F$CsUn%4CLFU`do9I<>ebG4hAt*E@aUW;$?boZn}G_-Mq<SdLuO6ckS2H
zMuVveDV8Of>0}ms$%I|VcW3rDq!g>h@;;4b#lme-D4STrIYedM^J{o;e~4hjXc!;7
zPentBMo7295<Vap<`wf-t*)*9n_j87Sk6+rsY>t8j8j|{2%2euss9CREa0_Xt)W9;
zd@Gm20J<17>og+=U-b{YyZtOrvn4iyAv;=PPGGY^T|}D?;C`QucOCM)xr{puR6p{H
z8WVrzL;(c_`D_HB;wb4Csm_F$woa}~U51VBkJ6LDA{!2%xSOO027m$ZFJxpQ(PTQ$
z*1m&KgA-DkfwN7qj`Ms}4QB4~Fbw>t=@pk|9K^N~4Z-`T^4)=WGZ9FML1LN^rq0ru
zyZut~s|~2aW;P6%YrZ3V3lrgUCE$%9`pM={#invf7!SZ>en9}!u_ro^DBo`crXY+H
zrOB;GR_UVAwQi##Qf6m-u0oIqZN`1@+@uPf4$kDD>vq<F&L-J$0^S$)s~RQ+DigIq
zpdsVkTNfm1Lmzi<pYQ4`9dDe%+0HLHs?m=teFXMx-7FcFeXTjRAl_uaQHhh<Zgt1z
z4Igk`3F_)P>?{*9Yv~r~W*vEHaPk9cQ^F0)1dJ=0*Xp3i<m$%11&-`F;~e$K(KriT
zxfWJ#L@gFBg7j>Y*cl8o^R<11hG%5Xjg5pGpAW*dG2H^jUT$Eny_+*=(oJnxX<tQj
z<vf>KQ}Y?qnC7dcE_{!(+%yda0U0ZJ0MD1rh-c{zt)0S%M&GXjoBtFU@_Yt;h}_^`
ziTVO%2!c%w46HO@N#+Q3GTlZ`z_G!blpyi(Yc=esz#(C2g=0G%5XH^oC+HLMr+j6?
z1-mmb_FhotD*O0CR2uAUi07r(ut2gh+oOuHMWi#QjNdYMuiG(^MvMjKCssS_DN|sD
zLh?G;*2Q#)stIs*H-Vd12fQ{vuiA*&I_4lqALA<gvJi&((LQ=f!owqj&=FL2;EZK!
zq<|wX5yJJrQg4gp$``s+->m_(g*+j<f^6Y+%+=l?%WGf~IObP-+Rd(h6|YaI$s05t
zDc(C4<fh_AMDaw{t(f+xinqo6kd;rxy6Rf9D6T7k{QysYC%7;L5p{+?tN*{tRo3D0
z?zBGCVMUz!%!Ru%t$CQL2V3U$J7J#w1+1iwmHWltVQre25FY|Bk6L2>;DHWD5}m~M
z%3C!RKV`*AN!Xrrf8i>5$2andBCQ8%ll46*Vmaa+;LasX<*s#~mNy^A@r@zNm`P8q
zN^n?>XrNLzJd{K9LQo6>Fut^q_94~@R}%T}RJ|yb^GtMJj3U_QF6+PDM5X2hWG|ax
zs$XmUJyt~s+)$XUX23eh0_JKbR6^@S>%hu_22^5@)Jhzg$ed6y9wZ4cuJw^R7Y@Xr
zkxCxD!!uKvL5FK+G|_`mSe!D-$xfYu`(#JRN*3A+mo%sBlJvdyqaxo9!B>sl9`|E=
zk57=^K8R#lQud0f6tM#rRko<1HY$UGs%0jqtA$?|Zfx~o8?jgSgV#*moj$03wXi0X
zDgf(sZXI0Xw6xiUE{+Kxz3kEJ%J9dFIzF3R*I4v#E1z;0tR=qPhkl}Ca_ccU+NoI+
zoC*DwV71w|xmGR=EP3Nu8gxSv2bPf*@9RQ!$x^~1;lb5<P1?QpADBu|gWpW0kK~S*
zf-4|FglQCN4cVvZe<M#45&d1Bq%fn8g8K}Yl>z{xp;hq6&IjT*`ek!9jB_{9u-;Bo
zrKDTjXffah5noW3Vu4eWOS!gIU9yPS_%3BB)s4U<T~e*;!0hFYgS^Pf;KyUs&lCj^
zaXAIZkFdLwz69JhzSbdyVyG)(3G8+sER`Hw=B>9db3%08HTEfeki+%`0}uvU9KOWZ
z-C+ya5vt(v`8`EqT@&?x@ROg<{u4jx@h3moo<;o3PhM3K+4^b*oStdjfo*QQHCa$5
zDA%!!yZ2R6Q{s~0s8t?RE6_TJBM0sp!Esa&q}Tv+Dfpj#)r~t=L9oU4b(6qoMg!N0
z9S1If{1zwF5Q&K&oRhm~IEb|~UEi~P%Oy6YA>enP?W9k5HS(>`-~#l$-}M;{i~11z
zF1?joG()Tu3@M_k24a3D3)<?eZ4hIe$WlQEOv8*$!tB6L0n+8~0%Un_=bk(m%x5UU
zrgU}uAcrqRTbu^tF)pS}t~#ulnv;5c3|0d6=mZpymw3#4s>Z6GXjNZkDg-61_~L&I
zD7;yc=xI>3ls2Sxe6)B$og$}jW0GHv04PcRft$pJH-P@lP4YZ*lLw{m-14R{WX+KZ
z;e!zWraFR8{a32vFAH@9eBG*8V0Z{f@ZY#ew13Y{@@nYV0KC*705A2A1OxDdaB|~M
zI|;ND&;z#SnBAY{M2^C*4X6QTYUp9HpbubDe8=32d}q?Fl-QcBQ3)Rg>-5)tyQwY8
z9HBO%@-2s%S>ulJ9OO0hU-9hAm`e8#t?Q{F)*d)Ku3`%~Y)u%a#V1Y&I4NPJcpD*-
z8l^4cVgVuKf+T?W$fslXgz#aUHtKfy0D_Y}re-9Qa+UKg?L19K1zv)K<a5Sf*6J?-
zB&^J<X)qKS#Tsorx<_czNbf|_V$WSzg!d|ti)F(}N>_@#p*4{lAf!mvnft%vM5*s_
zd}RH!^5M~q>n<yQ%Pfy*TmKH@LyWK6o)o?qe*rccGz{s~x#t&Wn0oaLT@t9D+~mM+
zL=S307Y3?~ISv9sc`dWnrnndr53IAT^iOxZ9nZvnr8p|^Jq^l!N34xQde4k<YG_Jg
zCCU*b>XCqlbx!Yg4<}DY!7d_MoOUN0AJNlGdY|*UocpKj_*oQGRo<*h>b6A)>e;l&
zQJ`Ib_50Z!=#yiH74GM}8V>3K&&k-aH9GSeX98|svcuC(R0#rV@>8-Ps#k=-+Uh<=
z>SrQ$s`O7Gj#&PjcmkSyuLL^Qyh60OkbqITl2~#Ax`YCT48R*G6XWA4WO_DyP~eb0
zAwJpXUCdy8_1k1T{Na(G_oe(Yv^6k%Fc*ILD7B_h#|iWEQ{}5#FXBtT+He+8Hi6|B
zcw+;*lSKq3{y#j~G!ts(uVJy|!+yNeKe)}e?21&J^9NHl7A?@+XtT|))JCm*`Zm=4
zK+F2mlid$b2=IN)tWonZ4!D&F_uBjSya}e3+7J!2GSfdTw`G8OqS6ucbv}yG4X%qx
zWCtRQSi+7+UY^#%l!CPF<D*}YZTkmHb~ZFZmn1qniFB)K2FfcoL8{s&7I4yxC?qFU
zL=u`n!^+n+GLt>*<8!_BK+AxP3{|*!(uBG|zFQLHLQ=)$!VY1vnGy!BxDd!0!f}Xz
zDl9NnwDG8);YbogjAuJE$x3;L&Kp%_q*~c77spfA-hfb|tO^2Xh+0vZDt&ViD15Z=
zEeF4D4ee&-01%OQgK3NbtVE0rd#%X_Li3<}W7j;55G>;IYgj3(5R}S0Gwau8Ds%04
zva{x+xfW2Bm_4%SZ+4FUrPz%6FC<5we<e8v|CAiZTzLb3N{*Qtyr0@9n(jqNawppW
z7VbXUXi;j&q`CDIlNju-Q^L1SCn6~JTSpb7SQgP*C!M;z5f6pu)S5;iDk-&8iKBsz
zFz8+Ez@kx9v90Ku;Q%jpWx0Vkgo&Wds!t(>202f7YP9}OCpS5FWUew(jK#b*iw`-l
zDwuuVPS{*+>{Gr$KlRk-*m2ASA%Ng0B81{hV>$X-F^eU`!$3p9NRc&sg=WIR3}+o!
zScB1ufFi)eBvMc4W-W^$QKAjy$5+fPwpZJQ+Q%B$xvV0R5(zO7T<pe*pC@t8y|aHS
zvnnkL+%L*(Kx+~dFBz$J9pH4j(Q3KBZ%2+AD&P;lw^Akb8>OC)32EH#QqMb1=v2J(
zai?+{e6!l_U%}+$n2KdE(Y#44%HOLdeK`koo&b(ce15e1AR$2+OwS#q^f9UsYY>3@
zt~zf)-!$aSk~9cQ=62s7wxqvBB`_7}&Qm-~I%t=s@j>ydhsr6{LBo~tt~XLRn1}Z5
zH<R3ax9Gg*9v%DpL;p|~t07+6oZ3;1_WS3zQD2U@4koV1XrDs^!Ca#9RoL$|;8>QB
zzy4(&;#rHen|I`emU=k{>p~LT>4NPTBGh9NP<Hx>aXIF?MkqNmu>_ci7>EU!i$saJ
zr6RoG3e}ju+nKy0qknD(z<C1Q!)nI@YDrBkw8-?sDFuBWC=bNuU;&Nn$TORnlUXu_
z+?_c%#6IAVuWv|pipIuHFq+@>vP_pDL*azt9@>-)YE-}Ds}1+3<(nC=U-_!F<d@@E
zPXm%j5dQXfbONa2Fx<Z>9*Z*lAV11=h8{)j?abEFPiHqgR3r2b8}2KpPtp)zhL;u8
zE<!w-`wv;+;BR)$M_-~`!V*p@&X>N*iTs_TWMT(!l)#_=9Y+Z?^(RM(_OT6yWk(($
zJ{st2*}d)K{>bNG9z91BJ+tE+`@Q<S>PPre2<xcjS@eRbjJkz|rGzyV1>(0F_2KZ5
zt4w$-7Asnh1Y^=c!n_pO{_JOecbVt2zgw;Mr@#A*KCOZ}aaS!kq1pBJyg;DHLYHFg
zp$zl`<0;>`Tg6Geb}9+>W3#<+;SThOYAH<dq@k|gcm7d+WQ2jH9%pR~!q;)u*EQ}q
zv;5PuJ11YiXWi(RRoTZx0Pk8Ua_ov3)j7Dxo0kO~`pgDb2lJh^6sg^U;AW>2cG;|)
z&!YX#VK64CLiI9<L`i)fvYC-UV5N)JWkz*UU@RemyN!Sz*DVR@O#Nb@UBve_@4Ftp
zs}owtm<=qw+qc9X{Y0S_{qHc!lT|{2cK}bJ^<puD5QD1ch~rFkPD_Ho_*7a;{U>qi
zWYSuta18Sqg15D_oTF3IjZ%8Y-_;xj6ApJ_XBSvW2RUoHonlMFdN|bh;gXIO2py7d
zT=KB>d9h({mSz^Ol^QU+YKuWL5b<FLW?hl+HuPm>f)_up`~6fOwSTLR5ZQs)xQBX9
zdoGaXp{InZEBCQ1gm2QJY`?A6p{J*+f*IcqnoHE<&hytSvml#|0Ow*d1y+I(0r;cg
zi8(WW<Y05Vsg{7gMC;DL5^TBI_G?2d!X0tnOB3f&?wg)uROPl#`&VxHb+F$QS=LlH
zGPMzXp9TACBwazx-|!C?fTGl7b`0=^<AVE})f-r3yp3G4-)q_WK~&e9=JVn-duX89
z$0)PxBGV&)+}ZpO3gper@w%ronIQVV6d;$ZQ_$PDR&RR#Fna?;$bU3@1MpW{z+=(z
z+m=0#RL2!%{LDntKZBH6FgGr(EL3DYbPu75LBr85kKbu1m|C)i=JSm)1r+y51)4Zw
zWx>2XubbH+J_~m*%szehq<dJuJ6gPA){fsW4M(7*dH8<Ap{R91RK%CgiO-iU^%$5P
zm*{%hE^6lQYE%a8uWH3>MJ9QAUU!+jwfn@s0CiqiR@I_WhO%dEeN<rvj=I#y{`HEU
zoJVz_s|KOU;{tRXd<h)I0k6?*|55b}X~Zkb5{r+=NKwbo+y0GCM2a*hliS_|{%i{q
zf#+Q(l`Cz`>cPBn`|<hvU`+lBttd@>*Od00iw$CfA|yg;0z6Sf0_G+sE0LU=d*ZL;
zy~UNi<nNIHRk$6@xCaF9K1)h=htsf00;C;YZAdcZZTZAB^$$jhkk?LxT6|XcJj^(I
zRzI$%;7tpCL5m;zf}R{)NYlxg6d=gPpdwJeDJo8L{!pdWw(B^PvZ!Cv5QA>v9RZJB
zQO&a)4u3n~cyPO&#E+{iVcX4~7E&;N`OdtjtGIoqwS2_eVueT?G4-@ax}zWU)_2$9
z@l&6Uz;b8FOawxU0Mcr^!71>RAqVWIrw!mf-?oQ6Jtpt)?_*q}jJgX`DJSyl)VNco
zL-af)kq7nLGH;|OFa&!d16~B5Pp|x0ehWSlzm4C5kO1R13BdTx^kV$R`af#?#)@@f
zG-KND?8R7@*RzK(UdP;v)zazkG&<F>t?@2PKj|`ZNlLuS?H_30#_3jQ=wU^q)sCev
zE#XV(4Z<4_J{qcPuNd_e;($_tsA()TWrWDBs<tIUJ6NNQ6--j-h2^v^Jx0NTw5)5V
zGTgfDqKH7BH^)3+J<B_>{iqFH2hC)B_}<ov4k;o)KArWU0~<HQH!eOCtatxIXRA*F
zA*QAJnVeR=;+DU`;QEQ~QCipavH&MEfy+Fy{rmX1cu=uuGDHH_%s~N{!P#v;=N~KP
z&Q7fhKHYQ;Z+qv%m9EVLgLW$2Q|P4q9jMU}o4jYvH>Fv#K*_d{&_%F}rsqAKr=#8N
z!Bq8eV8QRxt`OKNiQj(#vhRqqTn?BOjo1ie;q`o9>&>w9ksMYCfS#c%puZz~f2Nk4
zv*&hV-)BsiIFesw>?=rBewDD>XGyDp)jJn{@wH83fn&D-7X;I+gh7VFK&cg`L+^6l
zW(2a0YsLedKSixZLYPrT;Quj62`@DOwqna{*Eq#5nH>fs>E$|do;x1r&*^@(K!B^N
z2GaeLnI!wkOd`2X=E%|Id@lc@Nty5EnQ;O+Z8o)eIcS(EK>m_oCJyWsImvGtoeioO
zP$SBPIa<O$#Bhe<3$_JLZ&IF$SFgAgW@;EPh_Dr){3cJxrZc3eSgHetnZH50^?sx~
z4x(mapNv=eJ&ewmQCb+8)cfA^Gqo*)pteT5L}Qa$_p+f#W`an6Y{M7^-tXV4&Z1e{
zBzRX6{ReXK%+~9fOd9{DQY!7U7YoK}pR_B=jp2rNP{aNyQ*vyo17;ITd>x`pd^gAq
zG1dRBOvz*RZ)i&K)3GC!aKxbVGi(Ge<X#B~DT|XXkj&a1Q%JRp<5wqKIPcFej?GVv
zvkVlf%9!<>b6R1#>m|K#%4&S>9GJ1zfvPZTR_v}~b@2;h!xFvD8)b;=T*aDCD=cq}
zq;i#iQFmg2QayZw*F~cYQ!XeN#9@W3_c9#=A2-aIxR{5Fu4v=~ItiCzZ!nnu8K~T<
zD7A6yQT&>{`3RI03Hdp>CJeam+!3+G+u>NI2eiUtAL8mV1z#;MC`w&Ns38lXOA`%K
zpps<(koW@hB`7vKM~;<zj#w3Dp^670k;8jeilO2~xft3#k>w(QAZ6ei;f6j03ce`-
zvyptAgWuV2M}$(|cImZy(U~{CX{#H<`{wX*5V-3rHLf9pybGvx)1(x(r}F3ax)Z`H
zX5r|N!Hh3_PWiJDKd{974w=Jam)^kWePldcK|J;qQITXQ?9Z{UYsTP5oBj}1m#`OW
zO`_8UO2k`H2EG(wdntTU+4L%Lk`6~Mes6ytvl5@_>-C2u?W`ygNqe{oflC?){0*M~
zfc;w>4+4pezJuK+gx|eg09Iy+d6wt4gv-_22fe6EhgO~e6SBeg+rRRE+xnb{W7(KE
z?Fem+<|{%YF#wju*EI@C!(oco!Hi7enzeM*!~QNfl&BYuHIA)hjsjFu=gj@2wynCo
zq1w^CRxwiOpPnNBiKb+7(fZQ@&b|w<fF~wY39`trgxF8LC&}^Z9-U#-kEZ2}HTn=6
z=b-&f@vWO#>*>m5Qp39mK8srOQQp!0W-t+1x<}UL2ua*yaYtEt2Lrk4szvdd!j*87
z#9hda+FtJ3W}sK|P`}N@JE%1NFQS+^@n8MlSfRiD-<JR2|Mp`nSfKjo`W_%)wzW)&
zS{DCU0zldA8QGC<6O^FwSp!?KBj!U{C?jdikTn~y(Dj{cUwuiuXS9Gy>2I}K;SJUL
z#tf-d%I0|xgvt=ZL>|I!BPCWf=}C{zgb||PWxIm{sv?QB@fYj2i9b)5bzq_BumTF4
zX%z%Mn$P5`6$GayVQ^wv>47wEr?K;k@vRm;T<c0&44D6loJ1?I=T3c=E<OLPbO{eQ
zE28_0bh!g&_G;usy!5BfNrGhsptTJ!w;w0lW5u1?CaGJ_uVvj=!C)~GH6B6*4N-s#
zuFeWOY#Goy?;$88H*_@_6W&m;HK3@!-kAVkbQPURkw792zW7<Mj#<w62`neet<W@_
z5(8c76H2M6!sG~XURIs33z+GP<7cMgXQoGfKyJykeL!wWux>~rzZgSIRyqb&AcZk_
zFZqwU4L`Jzg6Wfn=<*X+L7jo6nL<wkkWCN~DVU55r?S*)>GEEC^UO}J$&v9IS@)$5
z*2b^9FNFA43JDsF&yH_PZ_h-$VmZAqweEe;DuTr{r|gartcd?o)dTWXV%CSRb4*fM
z_`l>OcfTZ!)@iU{gnq0uiY|w9shqL<C0>?q6wc^T@Zw@~pio`3ZaZELG6JWYm;ehK
zaj<NAg&tkpD(?<TMQ1eK5?d8s;;|Z^#7c2r1zhBQ?XabxrRIrr*W_EN9=-`SzaLCg
zj&##ATdLEb3~alhytJiBJ#_~KZOv2xQU*HSWnDiei1@?vy{DuB#iBuTyGB1w_lk-j
z@>2FT9=3Blc~#~0r^EzX(n`W#p6?&{fAf6P(`18_JhPH$a&?UtH{6gZX8+mny&jQQ
zu*z$+`ma?>$U*~WjN*BzpQ@#ymH~4^H)>m&IJ;hfF%bTo{lBw&1B2a#6G-Nc^`+Th
ztU@-21o^bux@|t<DQL;%n^906vt?p}wO?Uq7?Q-0PZfWclVP6~9u=X94at^~P&Jqy
znwAld40`zrWYHv4_W}bsQ-MS$8RCJ@1u`NWvoAElC5s!wzENPcri8!hLYKrYR}r@X
zQM+b-3<>@!ykZ5{@i$IVV*&Ah<|HltTTW7h0O>z*lKj?dxAW=^k6*M-jAJf|+9ouR
zEiv4f7W%T{LyqKsST6)6)XfiGy086md=FyFD8Z@G!8S4hILTCm2;~0{oFpFq*)^Jf
z1O*owrRqco9k9Bu)XoS{=E`M1T7=K**AuFIAt6aYeK3nGs)W-rR@s%CQ_AcebMWK2
zkqoVZ4mr^o41ZHDLxN9*MijI%oj2``qJ_v%?daUO!aHMo64PqJB%u?!o89Y`d1aXr
z!fZ1D8K)LV^5)7|NdgeUM9;W|jEm`)sb2$UNtauNn?}4w1~bK|E0zD+GlGOPSVI)n
zYytlGSl7{)sH@a)fy=OlJl?GkNVeT$;h8A-e*H=97YWAE99$ssTekKED!|6WsnCNn
z6g=+AVoiaO?=k|i`Ph)o<An+PeW}>o5Gx$D*poapth27~1LY>_{tbQ8S}0oH;U*;t
zbqRu+nWB{5CpszakqLrG%Ira^xF?IEaLVW?R_{psHoT~bFv`Q%X8Y>7@_i`6IcuGw
zeGv>f$^}%V&{TfEGEizokdMX%qPwvWf!f1Ds<5}w%xdn(+$*u$ghiJISvqGw?V|1D
z%w5L88AuAE`=(IW8<E96YS9?xP~Nf?rDVc}sk9T-6^O!$hW7iM`Wgy_ihif_D^eIv
zd=mi)XV_HimVgxfiSIr5W_WnL2?@A#@vvUP_)3b)dqW0N!HnTzj}Iju;=5_-eTF1H
z!4>97NBX_25h_n1x8F#kuM_ccRD|{BE0ICSNvF4)j*j_YVC}x;PSM=jTf3^zbrWP?
zjKyV!Q)=XH<9Qzy9`G>?k8Cn5n9B0<o&d^2dqIx2{Of3of#2pidwdy?KVVF9QXgHb
z76-8gh1`vlm~yB;q|4XFB8pNSuzwoChtC(2r>!w<5_}nK=)siK8N%T6YT`7=zN?A7
zFq8eBvXy^)@E@}4)bCUe?Cyy<e+2C>A_$akNyH1w7<-pw@`v&L&$mNgeDPM7ERuit
zd;b9Bw6R}QP1-B=KC$N*@t48;*=Mee`m&i#?VCo2{j+e&@}jG%9a=?y_~*ANUi8kA
z*#R>2XG!eEzy9-wwdqSdQ?f8khWpQN%f1L|+F#?VlxBBdJR^Vf4v=B(+xlvWo6d8}
z%<p<rQn49`fBTs74y2Kf!8KcU&k3HbE-Tdv@h_p29DdJ^=Omj@z5&j>jqH&Fzw&eg
zx~uhNr{WL0?r*^f2W0N#c#605Ialn@2CK%?ge)2V)@BAi;=AwbzrbC)pAFKyr}=wp
zsX;!!+N1rI_4L;T9(*&8nv?$99kA%>&_1huCTf$Kietmlq@Gv*OSb_zL-UEB+k4i(
z0r#myh35b}=ko6v1%7p%;a3{e8Z$<#+^qbUG?XvNM*;b$-#|UL_l)SWyKB-;)~B@@
zuvM3y$0R)8-4$gaAFomY^qDV8fR4<Fz5I_qdsx`n16g*>X@kI5H+{Y!jz2B7Ej1|G
z_cDY8IKJ2RYt~PLSHmvey9%_;T&>g$rH`5EKPFEy8-7iBsF%C?%=rGi=)xFt)OR;W
zDNRqEhuy3m0ms*+-E%_0{KgA}P-TYF;i8xzR%D~`b!(avJl-cuI<8%Jj=#cV-?x!K
z*V6;jw*pr}pw0R-(*b2%-Ce2$vvUH|6(b+y?)JyD_HF!6!VxvBuXLqxb@pC`X&;aW
zy7c$($u*{{xz-iOx!{v1jEOY<cudIEfakDrEg!`yBPus!PapbhN(G}!hYoz;>S{&s
zoO9sUjV$@na7yp}#uXz}SlVuI)+k^ld_!{TGz%3pXvn}Lc5MHu0pQ2JWO&zV(8|hx
zJYzEugjN;S`kY7BS045k-@7=;v)yw<@pF8<tktv3a-VcuAYr}3;xYX{d-Ww7arE47
zjcWbSYIb`o){36ub)2Z{LYXy3ljS`(UhB?Pi;{Lbr!IAIJgx36+2<0*J2Lg{z236l
zva(HdQLG#{NBaWNY`&8uI-^km1TH)82+b-)l_Px9<P^zy&UN2dUgmnqKTpw;n}|l&
zS&*OLtWmTxapQTHrz{~Nb5fp{QMR-EsJmWM-_v^4JZIIKv}U|x3F`3mi1`&_RFgG*
z$`1d}1+NZf^P#S_rM2DYwvO&u3}35`J$Jyj^Ym1AX!*!i5e=a|-)t{>qZ;XckZ`B<
zK&h*K7rjl{fMeAitG}5XpVa)`O)8!Ux#*R}?Xi%=pXjZcyQJHJ@Ketr|2LPw_yHQX
zZ11`Gv8vj+lnpTsqs__)CVg(F*`tCr(Wl4E-4)lIjK>ey1Us?i8DYVE>=-k(Y>y_$
zjI0pmMS7FJ9vIIV9e*u?z2W`<N;1jWBOGyWuUr@E=Eer&wKI1a=OZKjcN1qth3>+c
zn<8|sr|TT6)@OmFTcHwO&1_tJm)YZp$7^SEgpJO2w!?L5WOw_JdBR(P9^Cf@+g?xV
zbw7s81uPydMk1}++<M9o*u%~-4-CsZ!LXmMW_j+V98}AcUXO4;q~B>)4ioP0*@}Mp
zG(GwBxQn54KUi9NDY+e-pX^pTMT^=GsJo@^%j@{-TuLwz*|otCtVM+>DpPNu_z1FU
z@p=s?A7JV})}})GGLilx<VQmTj<<J-_Wj`FT0fQtA|QWHhRjI`M<nsjbf>ZNU$4<U
zA1d#=Y?=(<GnO_*)k4UO&JZC0c^|#y6naB&Ylh}#8OyEuDZ*}B<eeXeb>YRq7{kFM
zzm$a%>f_n%T9s7<Z68$Y6Bx-QU#BkDG-HD4Ve5g%Y3wXaHe`uD4abHCcu2OzmNs2^
z9~gh|^dMY98x)~(OFS76-J*AG3ydF{s>JLEWH2p9L<o#$FQcKB{I(@CpUE&!ScoHV
zC-h^r=&eA*7nHrtk<vYYs?BhoH2b|R_tH5xzuB$)rid_M2!?@<IkI-Sp!v#f8fe68
zZ3O6j^;7d2%-wo8A`ttY<^_B*=G}Fl+H6a?vuBZ+L}RnJ`+)QAE6~eHp0iMpsFO;D
z_po2%Bu`LAAA)6DnwbllzZ@-JG4<eb^9nkjl#1W9+;<MSdfB1hocP4VsglIlIvSl5
zB5I<k%8=E|rY<*e`8I&Y31uE*C2F|l))oLS1Z09kFo7pQ537~54&xuW``F2mFq`c@
zw0w-DLd8VBVnlFcQA^)84SIDc`1&f`Dz5C1Q@-f1cWcW1X?+1pmK}8F)cbkU`}6T=
zd693xfds*LS3VGAavh%DufL4vS2Re8c%CURkxu&K;VwhKKdp;9|A*yv%+w^(SyVz)
zCwk+x!VqoE0fIMD8CFzTvu#@QYCOC^nmNJs;*vpwtw>~L;>?l07t_}1;!#cHt#MXB
z`r<bpP-4B;w6unOXW@$<sHU)?^ct3EAfQP$lVw@Yyq-eO_Q7wh*n#P6_QfZuruPy?
zbbswu9Js#T{7b+tb|(W+VnNFcfCMb>?SAD#6$~2lE^Ui#w(T5a#Y{;{>ICwd79^_2
zy1!OBdun9jSVwqIa`Je`cMXki3y$ZTd(T+S>00#2;8nrnX&3SB#C;&BavxQ|VeGsk
zxnJ5aZy6-sNdc&B@mQFT5Qd$7$^V{)@hrWNQ1rk-4$^C0z@xmNh%d|~;Gv`XO|Z9J
z>zMu;>>A{B_wj4sbwPSeZ1RZdNsd+13Eo|I1BZ#oTPHvfhgEqo3=ELRB-XsAvk9zU
z8h1c@{6Ie=*YpHe?>c;g%N#bGIL1f{iDVXJp)A!|6VEte9`DrZ<M6&^jlHp{t23Ni
zgXi9l$d+BTVSdiHqH)RNnYp4z`h_?x9zwf7q1;KKL*T%THcouDVCFqR3Qh+h(+6o!
z558hs7WM78)wOz9)j6KZjm_MQ#$`wO@(2m}ydM?5A#I>9<+}l<Cut7=vt{jowK-}p
zwH*H}E}kL0ckJ^iBYiPNO9L+QqpaRuM}(E408Vy};_Ht-?Nsp(Wd}C*;a%Gvt+oYw
zPW0DJSkP1sP@=-&BE<@<Z36+VRiv<THC8SkNRAihUHBW)6`3y;CrQ154&P-M<Loq^
z>73nc9NQm1EiPW$)C9+idiQ^Lj%fZ8L8-YxtTgOIb_#YL`~OmvmmUM_CYH&2Yzdce
zuE7V&_>@0e>Ujv?1e!_PxK8ZsKYAF!@4wNjs#*nPzES7?8gQzh;^mpB1;Vgq>bP9B
za~ZUax33%8<}X3*#p|z3nlSe51e?Y#B0k%YLDl3|{%7#in(yEG-fb38RHLnHNS0Q*
zkLer6kM{a^%QyPdXae0nd(*+)KfK<>3m+Z6;bkgz5bvzSk;z+3!UXUBNXYu&KF-Us
zme2D}L|Wvjnp0q?XR)h`DFGRxiE+U!*3znn8e#+1w|t&kw;%Skvh?dWa-D%31o-A0
zJe%3gIi0)qY<qA4!Sqdg)|qQP1y;qk_Mg_@`eWiTs>#sr%@;|v!!x**$qk_i1`vz=
z_z=f9#iT~XpKF3Su-pk-JMFk#6d$-tAIU8O&d5{vDu!c<-Sgzy|3(4p!-4g#h%ujG
zT*eB#6_A17&5@)YghoI*CBPoCP7-BTb4?Ey9<Ksz=yf|Ko0@botEI><9f}PaF74z<
zS7-ztW6=7Yme_-$O~co+^<%sj&wfHJi4#x7Mvx7j8<LpfO?5%j@zYlqf<rsB-TEiS
zL(fC*Vd(gd_R0Y8&$ALU;f5~0rhWT|hM}<1TIIgr)?b5beN0nGxeNzpyE){dO=qLY
zrK^im$Z7LGnWLGpWml9tF7NFf?jG(cmWwt_zQ0QpFWfCXo-DI`zjshp2=VltPgz3r
zAyK#%TuCcJ!(KUaAV$1FBEyBAFJl8^xhJA4^J0?~_?iUx`?=$s0i6FbC-A!KOse6#
zBC>6(?IAS|t=NKLV`OaSuAUfC8J*5^Q5ho<8IKF$c*E)lcGZ1nH2!EilvfCq7B<y0
zOHu+6oX*LRvhR5Z#R^K?loCINP&3T1$t>($;AWu6avOW9kQ44@S={&m_eY3d%!BRP
zqD~Ennz*@C$(oi23jHkYRtp5y%@%orXES}vrGP173%p~j{^0x}DfzHwbcDCVR@eSZ
z@6hPG(Fb3M1>bR=&i6$k(Aq_XMDR!lAKltNo#(JfamEnvCy?Cx*9Hq8h7uR;#VKeL
zKf;n+CddtHD_bJpNhvAs`foo*=?|H;c<JGou^LsTuR(<EB0N~VmPdgVS#Mr}1J7*c
zh@<K>+YEy)IQ0qSq+^V{bZLt<R;kUFB(N?6{p@n7o|{f33Y12)@y5i430?htCbgiF
z_hOyWpeP=?;8%u@n*7oM>+1q`;c(dasK@B#c8W7J9M-R@%SeUA=Cq&>nM0zuoj8zm
zViHz6?CRoZpM8`jW}suYOR-%clCxmG=~)cw+e~5d7Dl6L?mnnZwU(Mo>E^*mTD-c+
zFmTn4D~RkG5gM#gF-Gz;O%re7J3ljF9*^z;CpN%CY+&7Qv_EkUJ+wB>Rt@EcnwL&4
zuY+tpL>7|si^~EOM0y*I)tnqtM9iITBLDeT0)uk>sFfs-Ju_PCW_&>-vW%WLUnvbK
zOq2PRosZT|Y(R)#j8&{d)L6zrV~53KaXxPh)(B9@+6RmQ%9r`z&W^vvN*8GtctYJR
zEVmxicAIS<cr5(kJi-#h-y81za=()JTvwvzG(AHc0{+=jkfH2IpRbMo=>)^+WTnb3
z->7ta$MyHB{&9h~Sa{1|q0K~0Xf4L(pm_@IlqA!&U*1%`3tO0gs}0_m+m4Io<yM($
z!9Vwr$R!U2pJ+7Fx3wJy)O@}v_fVCTULjV(ldssE`7{LKacBLV{+qQXcm2jE)gt91
zz0YT(mwuk;MhC<Qqz+%de8T@BBs`ABQhn*->N95T`80Tc4o7Vm;ju<M@0Ff3$T~ja
zFb+CauMp||Jx+y+UEifB7avuD#p$($-XL5`x(kdj)GXu(M$7ottkDSw0c<O}MW58|
zDZ#w)Zemsgf3tpSHtw6Uz?pB?10%+p#(MaV$DT4)z$YQbW@7L%lMl&r<c}^Nee8Jm
zhstYIqtB`w%xQ5;q$ci|{gI`y2;_#^y01e>MX|lQ;KB#2qb-*8OD?|m;M5;Wn`H{Z
z+IV)Ci9U4Gg6@s6(i_qZ+q&4e@nCSRP}I5U(xfe4LM9y>*qVtczvCKP7_+1CxiDQL
zP9}%+5LkoYf9s7uc6si&sa9=lZ4mJV*QXLGj#Ft~h1nSEXLVm+SRo+!j*ZCp4`%82
z4h^~kmb-ouZh*w)P~x_r!Rw%?t@a+Co>Ewk;lr^HoG|vCjv*>Cns6>&m9J=XxycCc
ziX28`H9sCv%i)<I0Q+fQ?Jrc@vMH(R1O)WovScdj@y`T&cG@%z$+#T|m==s#TGR_p
za8D|S7PdHQhMUySLl4#^T5BfiO!XEsV{J}MvMh|sB*E>f%+OZDNZ&jBf#4X+cDZA`
z<rhIGlT!wJc?C9CzCp93kMXpbm0xw^r@Tcz)c^JfR{R$9GLEW#kgJcZ(JR%~SO~;N
z$=I#$t3Kw`#YH4dUFGIVbmP`({pEd<GxPlNpbn=h2Lpz)khpc(@l{~QTY7xTR>N;V
z9YELPRh!po2Zz?4?iE0}@?0t{9<f#GV!a&8`50$|He3(Vny?~L1IaX=Yn-m-YPxp(
zTJxiE(O*z$*oWnZK~}A{i*S7=wtR)>YVt>5R!M_DX1<HR0;zSgSUsxvk!a*bv_%+}
zz65(^1WysbTZkwNshPTsO6hXQpLMD9mX}qAaC`)sRvvw$L*iV_GahBu^8N?e^TT>O
zHoQjK@#oCJ$$MJw$v#0Hi!!_Bej}qVL)9M@=*-hUj1=Cm`6KjgZ1*nZYZ&TrWaKFQ
zz$^=T!@&pxo~e$0ymHOBg<?rB&w<Yx!^u>^Q(8{%;f$7Qb!-UGX{DJ3Q<29fHA0hV
z4hN|?`Bew8f&dF&Vg&?wBp2Jp!c_`T*%or{(RG%4q13dBDe{Ebl)}*5lU)Qp45=ur
z-OHMm_+1V>J2_OZG*mA<3NuI#c4vT<Aj4-Nn<m*wd+tbtVix&DI3&(9#3=%;LOL1N
z6yDpze*dYl0goS?VTsnReBU0g^)by~pYL`VwtTu~44Eo~kzh?U={BU|w>yWNs{qg9
zr4AcuwjxQTpQ#W@d%CMG)~8qBW=6QW$jPm`^9#q5Lq-wg-}(Agq&RU5(^8U!o;*<E
zRJI9Vwb4=Rk0uWgmsy%r3J;ihRFnfopR0peHZ_8d9n>t#yH)E&avH}X^SCiM+W~fF
zpX}ewQ*bUT=0<yp4I?RzT5p!0$1RfCqPF_(h;tiXi6ST*unHfL>Y6!1PT4h;#39<r
zUQ>bEA2whP^3I?~;v%Fs)jTF;9Nm|KK_dvmnGcmB_u=Z+diIIgIttfy4YX2$_2Nn&
zzloh%mp5tTRx*np1NTOvDCVtF+E|KRVeb7l-QPE9_IpYLbIr4fGM0*weJ4}g?p4wv
z^^R4*MrEq;j;~N<OM)*ms-<TwAsp=eYu6~AG2~t7K=;?}J)Cjt3rZhy!McCdKx9Vo
zVe1GGqdV&2AaXSv#a`+U-8|t=9XObamgb7UE%S;$*oE%Ur`TpQx&^i=>E<aHFyL`(
zk0!-KGhC>@;GG<h5}GOq8ap9JVOs9~&^7BNL=-y8o9O0O=CA0LtO1V(NTjxM`}(?n
zyv32pu%jErSWg4aR3jAQkjZlv{<F@0DvEYtUTxO-m!R(Z5<@oMx&twITNOZl@AT=b
zH~PJK9W!XmC?>REjWq{hiVpa1-Sc{-MZP*3n-*l(G~^08RL6z)Ywwnia|~95w>c~e
z{L=!FEvrdy;7W>#5C$O=1R+}?^0jNx6^`%9yX4kDmd9|a@6gwwrqJ%*n8ez{)~jc`
z!2BUiJ71qP&*PH6+4?1B30b?7FDM1;!VjetQCNkodQSk=R_JZwejsj7$03}%HaWLG
zk4tssXkp)DqRE5guRRh4we?8q$*bi06E(rMJduE|%!Ri*AXGTnw|V!tJsrH6QZG>Y
zeZV5*Ev5ZqH8W%n)QZcuQFyNwwTD>Co_<rI6R?PNLzkdbb%rH|(bN*_Z#2#Er*J=O
zs{iqFP5%2fa(YSmv5NGieEZMPipbX$r2C|tr(=i~^IiPT&*%<)S=ue==QjSwt5LR<
zi@@1@W}c?+X0GmQ><2ZsJJg=JPk(7DN|5*O;~I99%lkZ{fI<EBTB3LkL*B-2cpNOu
z_KOuYK7<+{{L#+OUx?D4`+U~lHBVmuv#qWxr8MHdb{Y5`D$~c{MeNIJDf?#UU*XKs
zV`l{bBYbJ+=PyX|&wX~=TsuHn{Mpu;JN57%L-X?&pBiYazuh1$f`9lBraq`&f5B6x
z)2N%pqn)Vs57!I?U7P6hyhl4|k8}JQ&p$irf?}&z=h`6RQq5BGbN~Fy%a#@RIhx+8
z&U^b0Eee7hlCAs>)3ikYazTJ=S}_AzQj;8-9{T=PcK#nm%?E5jvi0|+ehd5a*8Tje
z*6(1ACDAEmsmb$6)qlT$&py9L`VIP@Gw0XvBtyIYn!21d7u+*bE?W%_5?y3}>#Z@#
zb8n6Pj<$LgOvbNbm$*2c_WHBk3+EQCY2N;tYwwV_c(`i6<ZM>R_IOupFzG?9(96Bg
zb}k10)ne=MbN?2Pzftz9hExV~Z0HG4ni|`&LO@KD=UUTS;WMregEhF|Q)_#aR~B0}
zrrIqBUTt$Y!eMnYotQ^VVm<EFb+P3cCH%Z_F<GG7ADfG!(?k3|)3Rp>YvdhVZXd_2
ziLiFUGzJ95>s;<0Ke7hh<*;}69u13-WJ;Jc9<7kZ^Vq}9(?q6Ndl-rQFY4a<tE#Sx
z`@R%Kke2Q)>F!dxrKLNhyFt1^8l<}$4$YxEq`SMj;hY!5`?)Xg=MQ+tGsgbG;nscD
zTx;#M=KRd>T-)30SL=;_m-^Gw$jD#)-b*j|>BfX+*-*{%rJYu|M43VnU9#3s-I*{z
z`WF2|0}&&$&SyKjr@g=U-RQ@>bR<2r%$krqyAj=uZ;H0j#uI{do@W3C=_`$xMIdcn
zT^70{Lla`F+QL-vm>GTD!7dfuShyD7Wm|>6m74%uV=9<$x@j4?kvN#bho>j9lt0Fb
zwr4juM)?Sop>!s6Y(d2puMTSh>0>VS3VR*yi!iM4o~c@nXm!b1;O-?<#+j7MB;rlm
zy4Lmnv@k3zB-r_Ilg%TUMORSx_iHcs(&rjP!^k@iRa|GQl+l@zyxE7runXLL<|4OF
zb%T(cmJ*x_E*=rzklS%imZR-@^9TIzxJrydgJO%a7!7aSLY)~UpQorE`472y=*PFH
zS1Ha@L`&i({?K6+>hFAPErGgQrIq}x)3PaP7Za#pm-`PL$doKZBr?_pBGj?4LK2oh
zv%UJ=O4&>J{8%o-Vy?;6W4N1sMo0Y8or*2K?rQ_nBj9TEx}Kzdum`|>1e|(SP~74k
zD>WM6Iv!hlqvi47@Kr)YLeCT;e5y6U&HIpr)PB2&A%H1j`f2pIWnSJ2a+iRD<GpdA
zSyvO(5l?w~D+ephD@tl+(}QrHF`Ur5ys}=+CK>MDuKlnHvdxUO#Ik6nIQ%lOwn=|X
zcE>Lf_m(*H?L30^u#kw&<Z$6fb2=I%%TpIpMfP>^^9eC7&n4AO^eiL^_|a7+1>>|K
zP8+$c+aorP$^{iFjEjlg?uPidKxYAY!#vtSgh2Mkln9cXCZO8WcU^oc(VWt8mYR4v
zKG?Fmqf<o?KF<?&^w(AJN-L=l?=U~0*IaYA?7sQ^(yV>hqUk)th4paR-_%08>|=_|
zBt;}U39(0af1L7eo;TuyxV%{Nmvi#ObF;4^Qh{Wg9*jy&XIoCY!sm12A2o=~>f7rp
zkk8Zf?32O{7P2O7-0Dq;7+xq|h`ZD!mcVa36B)4xb|k!H(HA41^VGE2E*#{H)TXc7
zixmM^=<inXHKWvPxLliZlzd4(Dw3IAG#??$K|6AjiSq*%$y{L^dQ#qY_8WON0z@a>
zGtTVg(=;f%;x!k*%{SdryIe<&7w<$p9=pJo4`;~!9}!}Yw0xuMF0ula>CRG+lrCdi
z+(xv}2a^a#z^lX(Z(mt4pp+JPLw{tPQENQOSthWZIaz^_r@NaqjdgF%uhdQ;fbOr=
z;hIV0KL3(9()6e})~k${1b9q(>!@yXDs)X-QO70p=6O|LB3=2t?~u93m>@jC3YxwW
z5up=wA1}76cwNKwrElk-m4!wh^c8hxcUyiI_RkyQ-=sy~Tya<J3@DJ?QdHFg>Wdor
zPTG@Wl;yBFeKL4lBh-1eoqAdmxBMIC4fBpl_m5yxIou0TB5Rc#-aWKjqh~)Hsd2-x
zZqsXfU_YH1sjVhN$T+Kl31#<gt3=w5mWqLwg>|R$sQWHQBx&BI!@y5S-Vpy|5UjWc
zndzui;Z-Wh*N_Z|d4#2M_Ob)Jx`w6?iO0r4;VX_wJ0;ThPmTmFvsa@sZkL@kM?GRN
ztRr3%;&%=9Ac+}B62q)Dx}?-(4J~>3WXF{-Ev>7b*@BY;J9KwHBoGT7ZC_cw2|}vZ
z^|q%58#=`ORH%$K@2!erde(<wmYvF|r8dys&@YtxBAK+^lE;%;z6J}W_ZOl@OS+v4
zQS#fCeQBp514ojKgZ*6d?1zQ;w1XVDOrQPRV<WU2`XJIg$G5IGseW3h3E@}wJ&2Tj
zmyGuF0QGJrAY<Ud4mVy0^U<)6O=9PBI&0r&>@l?gN|-E~-M7N0rlv}J)B8Y6w8kS{
z&flynY1fWQQ5?YmNisFe$?SINbNIBgm#J$T-%Mb9FF)Sf2nxmJ#@gSSD$9W165X8a
zl$HHMbW}*rM^k)kOey1ak{E3=Hz~eTNu@PFOGigbOWRLp@jkht1d2aJ<)%>rUu_JB
zcl;|!F0TdkHxbE6?ZyUj-A2c)82pE=$4a!P^TSj(s+t>Qu!30Ul9V;&_pzfphUb{w
zWL}fdk3z9Oy9H~4rk>Hw35^(`9`6YKPruU+5sVW|NuHhv@8CkA*?Z0O#SpWV=I`Kh
zR~diZJ6vY&>*ayVkri{!>+m`XEGt3NEL=#fl3Rh2VrI58zHU=fQci&v;q-}I7pe5*
z&MWUp_W5B#Y~Z9l(6;POrEbaIvd{gtjpcy5yGo-?v~{|e6BwgvHuWviQ?x(`h#+0<
znR@ZgM+X*f2}HDsa6gwnK%(>fIrE!Ts8GfDHhVvvCJ$=9DcFweVq+ev%@ijX4M>`*
z?IB7>vVtSP@tz|;ZJX9qEE~EetFtYgx(84l!~P`8bQOtf5qk&rjg8XN)|^tzh?XnR
zTZ|a7A{mf;Pp%MQbKrK4m9d2a?Qs3N=9l*92hyV6{+_aigGd<|H9s|3JVf>ebFzE;
z#H`NoeeX4blnc(a%t3YDALCg9$2+s|LK2Dt_wNyB6lk~|*%jnBu{X<5{5dDd<M3r<
zBQua;JnSczQAasvE{`VTp&#?H&9tsFoB)d%ZabY3SIRna#__-pmDgT=Jvp@Za<(W~
z#d<%U9H09?jz#AogNmSkUvNTYU{FXxOQ2Y2K1>Xj9VQu@>VD2mMs`zsPXB?P{1%L2
zjn$XJHFo4tSFEmToX58sfaZ#20xP0l>UWB7a!Wt%Gj0E)!RqGEh1CdDNw^y*Dg4lR
zAii(bkpMJXv6{1vdCj!4D8KkEPIY4|6Adx)mw|A{QvU&Sf;nm1^|R|_1$r~AgSSp3
zMZ{uA>%R>n2UEDQY=Qhq60cB{1N%Gv_T1N>jU_S~T4?5CU3M+C@$S(TmT<4}^H>nz
z9NN-yiaxyYI1A;pm(|B8@z#=b)Gjcf(3Ks|j4?WkqvDj%c%@7(vu9&Mq26fRkN^ru
z3={e0+sOrJ%^uLb+GiB$`*a;oNHw6_pt2Rr@F`gJi8@Xyf3LC6!6L{ash*=;UbplP
zjxoQP2ZDEkq~1jwCV)dP_^|8~EAPsNW433%!>I|yV|vNV%R*{648#0mUxfLzTP38w
zNq!DPti2r|5}J!Dag$v6QwXVR?|)>%&VQd#5I<$!1y!zn#+;@>Dt!OZL@ca<#@11T
za*Ot7Jh`YylATG)V)N=s8MAV{k}u`Eoytf??na*5mG%1xjyRvTI6)Ajy7$D~Xg-vr
zyDMU&s&6}Q-D@_spVz^myIezZAo3^I+Ut~<e#)JXpvF#v6$RCTK+=opBT7PUGw#g8
z*(3rr^^b1&R9@;wgU_EKic;(M0O(7%Ct1#vw>I*TUY45mTWCX7Xv!R`hYe@3xN(X0
zCyhGOB9BUGocnWWgJ>YeEWe+m-{Op1u%}z@^>#z6b{I1Xvr83hZq^bwBPxuC@N;mg
zPy%rL-bu}03DQ9sF61a;27j=i%%B*G>QSk#mXyIOa`g^|z0wyLY`JX<NTXBHB113R
z-5cQzf}3yC9JRuxQUIr@=Fj#fkitGW>5{Kse0_^G2h2h3&JX?~Y<NB0H~D@j1~;fr
z^3|$>n97!e3d?T~5I#Dd^YUVpWk&Zop{lA`oYUnnJa6CuZ+62|yDS$s(#}GlnIOH!
zm7)-iCrjs+ypACsQoPz(52%QI6H<LPOU(WA&TPuW`njh@`7Sg_>@5v5FAa<ulhOy^
ztBL0lCm>Xr^=KOAE3l*sx?1O03fO2y%8r8J1xF^PYtT}7^_b`VA!VN9iq=~sjD6nQ
zlisG<vSM^>Mu39F!wKGvg|v_#P%;?TB&3w_n*;RraE1R;29w6UAz$g8BMNxB(ucf|
z>SJ&Sl{D4(fZ7=7)%5&u^biC@<TzaHTb8<tp73Gr3J<t>1Ln6br)nCPsJDtOCtraH
z%j|llge@QELI9sj0$Ge3M8C+H#=$CVZKa-F5|K$pX#x(ixpJH8iG9x?6$lFs?Fa#w
z^?RE`PS{7iJy@Le(B0`;P??x&G8YK2cFYR8&=_R+nGWP!?GUQ)vJP<f;8(ZxWv?q~
zZR{?K0%ft$_6I^sDbzF|!@e$#dR<zu&%JJYgW9&yR|Yx^-mV&WRhF5VtLWCat2hOb
z+kh}z5yp?Dr)yMGb}dPw67N}E&SJ*ED4h1>-+77g|8Yz0;@cub*2%L8hfZwA5?T^u
zV=|(GGjAUmFO6h8t13R-lHsbH$9_?SOR?b28G&xHev9*sXw_0r%@$T47s(c8bAQsV
zu9=!cWogcU9c8xZuzYYeqb%alLE6y!(jZbQY0?<Mve(tR?+a21@VwwwWNH2fZM10(
z23Dwp9t_eV{rSZJ^kO@6>eFJ`{Kn42KM5f<YL)c((-c14XE;co?n?u{rhR9j?@$^L
zr<r$28#YY4qF4uW^y_#WT1Tnqn!v+;a{AqhG7p4db({4twnaPS*Rr%Tux~z+*<PwK
zl7T?>VS5JS1uUE9QTO=$>^4Bb<vyt&hG&CZedIAl&h7QNGA_P4{cnT_KkGB+19MF5
zdjXAZ@9fZ|i7LB5vX^*Y(TIRI4~y~KrP76F{kN)Q0v~l+6NL}dyy=Om(e_%Zygm<T
zMH&bMi1VWL`8bE_^2D!}7t_gW&nf8>7+n_i;_O(oe8E6?oZ-vwnSdZNEjfaktALx<
zB}X$M2U$=ZS74ZwhYLJ;-N(o$zlj2JbI(D+x3q>c3bdb6%j5tZNfq3#L&cyp!g~vX
z4?IcqKkKYmKj5+sJ3?ga@O!Rht})j3A%>TvGeR)YR_+Rt*pTTP9rD`|@Yd@B*0`8A
z+t{9${u6hk{~M)kYmsm>wxx59;Pk`ud2^cr8`vF<%aN0mccLK!AfIAWl2ac0e=rHD
z&dps3LglxhR{*SOK~P+hChx4eqmoh;VhrL-F5TEsynur)fyqM#U-gm)?yGPEGBRu)
z_Z+pd)!7eL%5W4l9n4-~2L$!ypXri3nOcVQ!X_*)B34lni!*dMGua9URiDHDR(&GG
zuQtoE)6!bX^LyttQwJKCWNvaIT!SzvWXRzRlc;L)?K*6po*5(CMP<Ey9WcPx1dae4
zdEU_9u^`$XM&UhOWLa^(s)eqf<Uu)Dq-fCmn?;1Yxl;}IJX`Cq`LxnO=MiVFDZbT(
z6=9TeVyoxbu#e_6R33a-a;x^U!YS<CGag80dkMg~k0Es+pZoD&S9JIbeo3;!4MZh-
z+6De~v0J|W&9t1B;M!rIfBIh+8SV>zVcX?Ir25_J|31}f>18uJZNm1&eD08cU6P!C
z7UeN}0;S)u;lEE^X@Y+72c6lVnEu_6=MB>Ck0X-3&tFXc*CT(lIwSuci_UWkM8kjC
z_S_=+U8olXbM2V^f1{~7&zPeZRAhNdf$*2{3Homq_{6VY0GZ{f*cFn#{R?;e(_n%<
z(3gf6@&oL;tswbV#}Rn-3Aa9G*}V`d5L%j9n!r^2U;X#=Y{%bh>$;YmFZREE_uS-J
zsONUQAim|b=tHL7yQqJ4;g9e4BD*iJ5rnp#7xmY3$*^BtM~pT9hE?}!Zk6tkU$y?S
z%L+`f_=35X*B%u9dTy&e@ye4;FF4LKBx09o2K9XeB`<OGU%w6m{qJu3;vt#dtGO)i
zw!Sb?pk;7GZHi~`QTPRrvKzgQ1nt~;`-`w{fZVJ(e+S@aFC)wD`T7Vy=Y{NE*WMVr
zun5lj?Aw;6MOR8=5~|0?R957V#?UW3nk$*hr*(AriRx%dNvoyxeGpj|eDGQl#Ostb
z+K)q~sS9r1(i>`4>hPB^4I8*#M)&$v(R6m}3Uj6WuDj6}W{IPx@zdal_3K|+bVt;6
z4p&cNm7k7?beP>@Y9>?5)9csw$cvFUY-w+wJLCKOU)CY<F*Q)ktB(2hF1jOeS9L+H
z+R<M<E-#OJzxr$uuNZ%MZTD1_+t7!BS0Rf@_?Yzh`q1phYU$mXX;ipUK&X%}?*oy6
zw3u?{g0$m}`*NN_OwI6K@C?>U(Z?niX-y+fARfIiHmiAEE(4;EspOW~Oz-k+l!)R_
zjd%>jPdsuSF5NM+CRL6p2}z5&X*hYUP${;_;ySFUr0F4*_rPJ^*@K=i1iCjTXl(ON
zCR0D^_lP!ct_MJN`DCjaqg72R49|m)!S&aq=+u0;0B}3?XH!HYm~gq=TckQ#NmTqW
z*+VkBmy%QU5@Qac65189SS%H0@~_eF03Dw{a!?v5#_k!<Rb8%_&+iRFw@aYq&{7|>
zrcEsS@g}=cH1=pR??w*OA<`CIb_IQ585o{h!yoDEQPfgAjk)!+237i+5U122+67he
z@cHya%?)}|Q{o1jPLp;k*y(S^7gX6i>WMS$^>#Q8e=+I^jE-$x>Sx`d%P+SAp6V!|
zSmr$EP*SA8yX)8LE~oR@GQRh&@PqCbVD(4MMvhp#=s)jY%D>-^X|6o;^ttJhkV;HS
zgAsGSS@hks=&$Y_=mj+?JQXBufPg5urTIkHB*x9H+r!us<k*emA5|77*U^@?7bk_m
zOT%+#Ky#`)A`V>gyg}(@1wzBf%j-Z%JHjbdO(%Of=_(wJH}lpe?&eUVb9>(qh1=gv
z>4RB!TN#DoYo?|i>?;yBm<$~Dn$~egjh!C5nVXtDEIu}wbu~X)Bk2M}Iy6iHI0E`j
z7OD<SoD{+W8YN+6G-x@kX=jRG@<Pqo6C3IQY*=T_fDILEwl$GTCg~+EnGLJOrl$jy
zzU7n-aGFZ!OeXCk3@pSY`#L8q=I5})YfjmTPr;LD&C!vRWXLW?{VKE<K{J|u&=Y$<
zc&|4mpc88IMs44NNn}E~rA7wN%+tNAf@an)-SKg)eHdgV>^~=WO(WiD?y%<~1k-b)
zwtkJik#AcBa<z3%8sjIod9OcCRp&ca!Q#64)2`Wl_3&=7P`6jc&cF70%52dc#Z8lA
z0SnHN{1{QEDRoAZrt({Xr%sD;2sWBm$qvNYuf{inYN;%qBMgc9b0AJXKcp|5-1XLp
zzK$PB_jpKXy(j65QXUuk#A`<zlIi;aw!tvmqS~QvmUv`?Y2n^sj%~7}c-ZOD{vVjP
z^Y!iw?V-#xdLn?M&3m4%-pLkI!;ljX@_C(ZO?{pYFUbFq#$s8%rb^07bEnd8mWAC5
zhyg1(FCUs1*4RI!=1I|TkZa&f{<Cp!Us|U%O#uVy($0ML=heJaEZm_6O`e{PRzAMm
z+po>lKtM&6>2XUI#-LG3xOVpALo$k#uHaOOn7dhos`zJtrAgcH&#y%fuO?FGrjCw$
zD0L}l?Y|nCAGQ-;hJjMsn_h3kEzd72Df_)TudPYBq|w00?-BV`h*8qpS5HRS*gHMG
zFa{tlf)D<X30>MC;;6)W*O<;O+ixiPX>)^kzMpDddK+aTP6sn!ja0$VQn->y!Xehd
z?#)BdR1QeroYasI%O2C_`w)$n1qH#5Y(idM7!{A)58Kz?)#Wt5Fm|eHNw8GQiBO$e
zJnLGTO7$N7C(_7a9=+FhKpkwfbYZt!W>lHXXoE8vqe@FNlangYvaWlL_b!}#no(y1
zQgZ8<H%aSkifCCoVL2&>hb6}}qDaV6KIVu9`~8oHDH@m@vCcno0Gq;})96BP*;a*P
zK!UTF9)R2vr<Ae^u8W~=ALH<9`Md#Btn1j@EO*|E_ja*y{L{mWyA2A{jc>#Qq8|JD
zAKC$>m6ePtj8y1)%EUxzWwpe-(c_2amP2B<^hKDDRkb5z-m~T9n>0=KY}A~ZGgI=a
z>W~C#d!K_i^USb7q+Se2b*2Vnxgi7O)Ux_JdQODjC9OWhm%|07>a0$WfaXiY@(d0<
zmPO=g)8aXf<ZUm<Fn(`N5s3fZB|F@z=^aP$VLu1zaHmT!^)d&tm=<bdSF6}GH^jhx
zHm#?nb_B1wIu@Q|gy|Tg)nAEkj4$)-hs3-k&D{-D@$h?fwWO4&gK<8T$}tmMhcUQM
zY#Z9lmxPVI-C;6`v}0~r&=V@25sNZPf+BlBFY;@cEpFp;f*JMUuXwveiJ<<y6_Sfj
z&DPEClJP-Jcb_xj_$|ej#CqWZxqN7u6aZz5#&`#zbUf)&-vv_vap`O4@wt0doU2aW
zy&rfhJ-|h_a_NCJKS@PPp%ORe-h8QlkOJ)VO?1?nBS&XRJ`A18w{SR}_n%E2X)3Vp
z%c6bU-$(5?o&(J(bxpE|&I)T7ZXiPx*=27k{*;%Dtj*VuR+Dixvb4?mHTS7qL{H;2
zTv$u3(7x-A;itr_B*YBrM#)d-zS1ZbTJuosm`svE$gV~7w-mLD_&Y}@j{M6!fV{p1
zmAK)8T4)Fo`j4;m#tblRj~fqmFZbN*m-+6esJ8I4Xt7a^gr9PL34?#RVS;HQ)I=Sn
zH~+;@fzUaS8vcD@QwoMi*%I`1mUbG3upv4pZWUMJ92+MyF-AfT@KgGIP*2h}sE!Nx
z3OQ<l_LDZ0Q*KNjhkTCER-q}fQGIkmrGS&j&}hcn1+xktBJrTUZewOP#feXpsw`qs
zg{Y(WXLJv$iL4xSa8;NL9Eh95En5hT3Q7{X^dq@;iLz5{OCNR^q26~<Wn*MQ&0n82
zv`fukk!H1*_m2RG{4<5lv|Vx2o2!5y9|b92<8KEA$q9qDZkm7iYUcot)G4=!bbszd
z_bYUOm(+vJISvP;cIc|svnF6Yv*X3-;H6+A3M(W;&+T4mCMWupPR?3>(oce>-{Tx*
z^&VSup<}t`5sKecB0T9{RkC$U(kz(_0*h(uzt;QNqXO7P%>o`Yn|cU(&h`dk`n(a<
z9z*{3{0`!cc@eTrU=oSqN1_<aKz5P^(Xz#uHoO^!U^j;yux^ae7&WE?C^Fv<xG-pY
zPz{j7w2R(1bakD5DR;K)C|^6?iOaeestK+f$B{d^S@?)+bONI2AO1jCiblv`U@aq`
zCKsH*O1YkG#^cm83^^cXEmmZ2@eQ)c$wo(2LM$~VIX|m(z%C_+Jm{?gS7=U%`zI0{
ziHxxiQnH;>*QiDYi<OmD`$u+zpA^pJL9^u3gHyV~N+r_Gu2RDy^DtM6y;Af~Q#n`I
zq4*tKM;x6h?alIn3PJ#`VcJ}L(GGz-Sh4~=Q%(vO#imt(pB=dI=~H5b-KSl1LK&>5
z4T<S)VCC$y<?demPYEIYq#*w<cG&Y!!X1b`H%e9V_K2prg<Mu2EhmR5=}zgOLt|SL
zt{zWp-Dg#98F`;$5y7l~`La%#Bcz7(y3idReH=3w_}1AJ9c2kR)`?Od&SkaYwSQ|0
zH~RV6y|r!`{c~K`Y%2srstH7H3gs9K7#42(_KIV+WXp4~Ogm%j)i4S|UIbr);dZR8
zc}!fjG&o@jsOW@*Q}IHa`-n5+6WDM8S4SPg+rdD|#0fU4+GaYOiimX7Y1L)7;tUux
z|JO7L5%0eI!Z&V{eU^O{&MC<IeIUfXhme9A95mj86ZxseDXl~9S~B$(^Q#I-3H{(0
zx>~1Cu?Yy<AW5y(kwH2Nahd}Gzo5y{($YeYk`qQMEI@dskc->D_^Fe#&bYdwX=Anw
zX8-Q)FnXVr!ldFmOvrBB221>O&GvM)9&Kh2-&(@Do(_7l(md6J`>K_iL{CsR-oZqq
z+R_nBW|}W+nS`I^Xv>1J(`<YJpN1Md%3?~1B^_G&1$5fSG-D`hi?3hZ3LDF~ekqR4
zK)8niS}pK;fq8jUwUy1&3#8h3d!SxGKcEG4bR|5oIT`8zLzE;bxTptWoQIMNH1RKJ
zkaWfNPw4XQXVfaELn$o$)>+6oKTL^v{(CTIuKJE?oi8dSa!u|TK>Lc8g<ND|H45Fo
zp=h7rb0qg72J;L-IKS=qAKXL;bN&nW9HU|ZGLLJ&D8qo@XL(XHW%0p1A>C?WrB7x<
zE;PfcN0gcoLBLY(w?LG2NS|2eJ;U!aw<kU|0dc{8Ce2TBtP<Q)7vslMAnkCBt2K^v
zUpuB~)4B%FDH1(Oz$*$`zR!#O2$5+sN|d;YC5os&AQ(q51Cp}QN~qB1#e1W5wFFA0
zB8SnQG+`rPceSaqxT13md(R&V-(J_m2_nqI;9co~;WixBZ483b!$@`QV>jQuZdr7J
zV#3SO5(81kqX1Y@N6ir-b!t0QWBkmaj}yqrD7+ocQi(Y|kveejO&h~;<Qxh4AL0>M
z^*)kJAhtVYe6ex!j+3gVC@N6e6QO8Sp2CSj^?e9BMH(J*IAEf*jc(4b0f^_ei;<XE
z7BkvI3&k%26(0K*waDW?j`aoiMg@)a>%#pEXW;ejq92$C$!;erR#2wc0I?c}DG|>I
zyle@cw%ZFgZqg13585@)CfLN<trFnT8n~S<;jt&@8lOVB_6JYEr$pc95SR?%uOR0}
zW_h@B>nS4D&6wTqXASKT0RXY!?_JvqBcx#T<}jFHa>=fI+pQFK1NgM}!^X=@y{y>3
z$INlv0`tgGprEHyPruV;iEv@!6Dp~*hZgZvERyNtS^e@2-J&!irr<mxDJ9{wWF{Aw
zDZNNdrGGG((=iQl`0{{2qfuxPmYEFac+vTxgS9cZcSG0p{eT>cdtpYX4j5fZ+oCa5
z77ETh+)V8#pFhL-(qH~8v@>NiSWaILT50lC*3{G-%K*4DF&{}JRJ%{sPP<8R60n~<
zrT>&O%Od{gSs9?R6k^VQ(w@oG6pK8t&a`v9e|rD8cZ7c$|3`P!D*5kOo8+4R$aP;I
za%C-IkJdoVT4Sj|i9w0vWhE6tclfJfW^hCh>2M@~aL1#frMj}DsJ_|OQ5By1>n?7t
zf&A6(g6-7aux*4v_3wWE?N&GcwJXD%nY77VfILc8jR3TPNJ|vVGvOtyrAhIGo=NvO
zdlQRG4<ls=1GkBu>PhjVi1X4LI5v&{h@Dh9!c^+clWG0~qeAi@q|@5@8$$dCtdK9|
z1)}}MAD$5T^X~Pcqyl!0l!-90{O3Ra<`k0L&t&06aP)*g*4%@Q8UFeQ$@u@CDGv`W
z%<_N#!vA|sFd_WQ!Y7RJl3LB2pNqfxH-CHjb6wgW#g%8s_@}?v5W%b3KUA}}hVJlh
z#n=ZczCVg95L%w!U%-n0wFU8uhRMQIYwmBs8p(>sADa0{BMtKxKzmYL3I9=CO|?`9
z{DrYZTOVI|U&_5&GTL91>dAnxKZ>gocN2vFvHSjy;_3;j(fozvUVX5_e!-x2YWHJ!
z|6}*{A8>tSX{{>y7a%2BVSS;XJAkVkp8v7?i2Ownv9P>W{gf^J7atXEHGhGiqvnSa
zu7BNmvRkJ0KhyXB`GEsmp^$?&`Ht0Q*^FIBBcmanq%OLYl%etvakg{wR-5bb8kK;2
z5m&xbPyj?2Y7K5y#ry;(u`;)uvYa)i&8vAEX8Sw5wHf=2;|vT(g8~oXg=s2k{H4^X
zxy%RMrn%Qf2T;PCSl>QcDX{t;@Sd%HFH==7H8$R_k+9%qTe-faPE2lF?6M(gs=}yx
zk*_`VHZA?jWOejPvbF2lrU5Sk7g=k!+ru^^23sCIWo{>oThsaW??S+)I>RROSg==U
z3)X#IRA&ceb7a=@V)V5N9FczAQ<(K@?%spwJ!JHWf;j$s_{)C&5yxIdcSfD&&7asL
zy>MoE?khrIdyE?UVNc$PUwH=M6={Ki=*xA?CE^iQ-CC8#ca|4LP!9(M^_Q!@wS}21
zo`T6;-CUom_jU*97`DEjJSl{XcKzJobEYHygOD-8UnV$w&m7A%{TX<AJ|31y8uOs9
z;m{%4!uv3QuinzF8{FTz+sE=&7;jSze09v{lF2ywkK`BptO)}^H}*gSfsRufZG$8G
zR)b>h6lTR5aijD^=wgsi+2zb@2MuF04$0P;ijm%%%V6s^L?$z13cWV`bRSKvl(6{$
z?QGkQP}dU&0mDXW3I!1A5-+QsfsVTfxb-`b5S$f2*OPcS=`QZu8+Bj$5P{EIPD@jU
zJbW%n;J8m-=Q25vbbkm7r+D1jfg?!oGDfI+{G?f80_aau;Bj;vLiVT+I682s4CCgX
zHs6_#;!-g_QD2+G0|?~Jx28Hw)B%riSf@0<U+mUSqCc7=!Tls*kOSIvJe`*nQ-mMU
zlQ3>=fQZAbQi5sEwnfjDAx7LXs9O%!;aS)<JtQ8KQsFC%6Nt4ok7-$VaF<?SuiqsT
z-tlHQD7<UNf>oo}X*ODC-AMnzrHehC5mV{C)J0JQ9R5aIX-<U3?Q!iMf-|J5+R&Up
z<O~8eH!V#N<Q#Rh4dLC&;m4gY+r$*}WQR!vODFfE;^l|l4LbQ1voh8NP2n$nnOCV#
ziRLtlPfuSu`T{dyfWl&k^0L~n{gJb>0j!gyFmAQZZu$XNQL$;j)BDEUC8zTg87VMz
zqcH6zM(=X-+U+~bHWlNo?Q>r6Lq~SaY%?yY1aES<$arn@$?(H%n&-{vHV4gWM%yr)
zZQS&=9|Oa#jN_usxD?ys;|g+!V+ws?eX9S1#=En@@cQ1nc+b$WF!K8%M-@C5$7%gX
z+dFyrV;97-uP`kp--f&H7=3`$a`tDx)*=iau0JD4r*K{t?4C<A`^KuyVU*28Q+VKD
zC9{v)JM9OfgB}oVgu|9@tTgxfTzE7ml+Pvu=vJd3hsw0ZAo6Tl-0#Z}z<Y58^d5Ji
zBXS{Km6d?#c>y_BW4>gb(*`psO%0Q|x#?6l<GmENW#?;TTUMN)QRI?xf;>fRzd7tQ
zD3}8*iW%S)9m1mDRx}4Td3<INP&4L$%azP?nkc>dbQ@js(X9iz1Wh$;q`Kr*-$D3u
zlOev^RvF15Y8VR!cXF~X-rIJWmYd;&TXtSg&#i6ek~?uydGv2Xv(-n&Oj|&AhIJv8
zo7N7x>`74xNOAbULc+A=hucd_8{M$LPtw!+G(S&2aPq;&R8lx=$;;y3BA8w!cGGPa
z1BQ#a#sNxvnD3-Y(7&NsEL51~QeR|{Yssiqjd%*vpj-`jymehlZqDHtwl=#9r5Iap
za`l^X`}`Teqg2mL{hri+w7j&b>xLi?1HT>?P7KMM1Cz>?9twYU5k^4+jjPOWMYp3l
zpF}zy_u<CDX~y*4C2}Eu;M3-QH>W9*MeaUO6j%5_vREP?2G>aSde!rJawTa0Nssv&
zgQ87SJ5HeAL9)Uqmn~Piyh^oMKLiBxh6X#1c)ZmqzIQskG#S?f?<c{?KTa<5I!@=X
z-;Tf2N?<jgJC~8-QdlNOuU{bvH(E-mHQ%0+(E_uy^LaR@@B;V%EASh7Zc|}76e=2L
zs~|(-d}6Wd$AO6DE4V_viSBB;9}(3w&XZ>DEdB3?%zZP^iPTvygR%{ZSc{*&WskD@
zy^0C%^P}%+m~e0TnG=2@ALn5eOJCnPZ<5y_c-r1J2Y!$HmW5VlBEFg$@~~>LVv>Pg
zdtO9$Z3-2k#eYL$+tYXB*a8{p`|Dd##*TTtQ3J&6Uc{dD<Kg*o`~3w+d;yiTSwE$~
zk^u?hCaI*4@AFM>LzD??ms@TMQqK`Q&Rb|X^^vt)d?+645w?aNt?n8vACSfeseSZ0
zu)qM#aeu773PVuWRb@t7>1~9j*V>XAfa!3hG$QQ*v)y=M_B<X}KIi&J4h*i^36~Cj
zcp5KId-tJs`KA~x(~v&lp_|V7XvrjvRt<1)><OZ5FDs#p$+h1Knzch;e)#8Z<Zcp%
zAoJ8A@<79fm|>U0<B^mNvyu4>hdDVkfNalCTBTX!YJ-hWE4Inw_P&hop-j1DD*Z{`
zXv2VypdB4YtHx>x*$#H-I!Eix9TC-PbGmr{R(K6B1c1@<mQ*rJ$9Vu8h+wn-Rbw@n
z;=4~Uc22ZpJ_z@~yX;|g6WSirMcFO>d=u(bKD9^~K|RCyQDzw;knvk(n?mNTl#c6&
ziqLEa_WO7X&I7{=f2<76t>81<mu2`3!Ha{3oZc7Uf2IVb;lC>!Oee;0E4d!3rS344
z<eE+Orf9e19AiXDK)0BN^+qtJjZm;3v^Volx-OV6@*KyUL+loCO@D*3u7B8COv3Pu
zF&Q&>N;d_BOjW&U=$?aNs|mUg2a=8Z4>Nm!0#$r<FXCC4u?#<7#uB}AH#X9HkkwDP
z`DwBS#8KG4qKb!{FegIg^1RtuKpX1u^4j0q1^(lu4*r@b)&cTtl|C1Kch>(y%pA@%
zf-?6tW_#yOSfL^T{tr%3X%qP?9*p6ej0`7gV;B`Kz7lB`YvcSXV`Ra$GG5-|)X{Em
zANi!aknEd=w&KSMl9M`fkK1n{5GZ{kgtpo3=~!gu6jQDft;316pq10IFg#8P^r#d}
zTwzbF?{4~^Nw#;+JPBxat*aHJ1B@v}IS!sqtk*t?6eg++98GY)H;|`kFv~9^aA1VT
z633AvTNF5->b!N|$SKlNoz1u`GM3;ZkVz@2c^#$3NBk*1Ori`Uw<kQ5Xqet^@kS`7
zQf&`G@eN!DVcHjxhWGBxdx=HVAv%$Sg=NEWII!LOjCL8@yf?5Gj|hfM_ookvJ*NKi
z?=B-NWV9aC42=vdN=s-PJ(gDE<MCtSL2<j5RDHE!4)El8v;%HtOBhPc8JduTurD6B
zB<!DL{ikY9JkxcrCNUg=;?-<`Se6(Tg`(U$<!<+pyH3PMnYnhvnl&E*YVtOI&fJ?&
z!5E|U>5&CJZgPD0{ehv4;=GRjo39aQ)M)UGKD6Uy`CiX*M58E9_#n0=ELY=RjAbW9
z-g&TgeB0YxjU$C^<AM*8JSF_HLYvxFOU=saxBc*0fxqO`>=Hdx;V=#vX3I9fPa17`
zZ{CVvkxL{D`^2?`au&QksoAyWF*Mn=+~imb#QE<+lsshPG5K6ZntC{{61w<#yYEGV
z>`D_I(P=<WwE>n2Dj2n&WxDKS)zLozg?zKR;j@^1YrcKSxZd<n`(<FYFRB$=aF@lz
zMb>uFX{g~pRly(aGQKCL5H%pNOOxyI7Rh{}dHf913sw+m{TG%0Zbg=W7e{dLvN-r8
zljfJ3a2r)2`^?po;Bsg|F;8LoVY}D~$9K}Gp=`m;S(MjXCBfuCBXW{X1J$&JU4tx|
z`(Yd1(Cy~--Er{jbe;VIm#wYYURg${`y}o*L8PYCF-32Gg_P5N+|Pro*|RaJ5cp*_
zG*W}43=bOvDec3b6;c4fLs)x*mrz9eHR6jb0{YiRKjI>LbsQ^p&tZ4DDsjinveVW;
z-7-qY54mYaG_1$VDSQ2~dEEyFme54=C@S&J%z<_<z}Z@~GY2~(dW%y|i~aYo(_q}7
zwWQF{A<v|co&#aOw;j|Yhq1m$+#|}$Jrr36>oFhohEJ79D|=An+bsOd%wY7`D^ANh
zV@kF#L$Bq13)#BtehjK7@qR2qR!~>Hv&q;qXT>%lvxy8%;2<jzKuu+o{N(ewhn<DC
z1?KA>X{Z9$8rZ!$uOcTym<wy~T&w9!ZdQ!m5>d}y!S=LNFOT@Hl4VkjlPDU=9y9mw
zE2CE=YqRRBkM^6Ovpbiei8=qNb+x778t=78W)ERm0Tc%KW+LkdTt%2}O#cRq&Flku
zt1GXj*`7jm0ml@Op3|ekNEsH_)zfDjenLlBhvIkq)bQ*PV^~+kvu>b{(}WXZR0jHy
zFdgCnnwlC#(Rp1~65Zj1P-%vmN43ixkKzj)%ZiK<L>j$s6sud`N%-}MPa9a~*4p_I
zr!20@dKxbRIs$j`F?^3}m@t;AxYlPUa<fbdg_CR_>_~#oja(iN%czog_Hy1d5Jwst
zpR+PBoJE!>Qc!(|&4N($d)pv}kB@v!^w64BR&pAd9b+0*$vA)S-Dc$o=C>CM!W;U)
zf4F9R^5*x7{k`Z<Ags&=Fiakjo#M8r4bsK|54f$3P;3L;CpTn9`%%C-Y3(;=>Mm-b
z14CxP!s51H-D!Hjr`akD`rQ7b1|2<Ys`<XeJ&rUn5?=J1X9J6VW7h!;<Xie!Ve!x~
z@yniv)CT>Dv!W7!ZWlPq2!`C8wQs52-l00yvrA6u^adf<{Rs~xk5WXDr#n>5k7G#+
z*U>Dtq^WBlSraPF*rW^R2p8V%pSQE&9adHgtnLOH|6td{PHdWse8zB>Io0S@rJG3~
zB4Ktwz?{k(xT@J2NhDL+TXlL^Bo)G?u&9<4&KU?z-E_L)q)?Y5LzR#S^~{jj{7`i>
z(pz`=e*P*J5SICN9qzMQC*Mirl&a#!uhy1`V<C4VHSQ9uM9`fAb8}bhlTKLZIsuR&
z8R7@lO`9PVBJ4=KS!s=9D+Mr^8Sh+eVxrOb)Q)63@MlUuJ6tBO(?qtEp@>YbF9UoZ
zrD`$lW>W^LQomBi%#E<I-pqePbUKn%6NoG9B3Kqjshu0YpBsKNpPq-f+N=l42ghjk
zbHV7JHE4Q1#>@ts5icJu5#$O;C#Kxp=-Ts=EUncPl&W3F9~uXxa#9+K67`L?@{9Sa
zW`-7kg$~!gp1jm2eouOlN@XU^tJV$~Qkdd#&I!tPn~+7sGUkV1TXcniFXcvpd$#Uc
zRZ_dhEeA3|Z$5J|*vinjm&4ub=}p`XRh*UfejnWKY+oi#?qQd6TjaOZPOo3vA@@YR
zmtNqteV6_9wdd@wr9}B7$^K8OySjnzh^oQ}ar;tLB(tk=Ik080Ix60)g!Q1x1A<C;
z<|DDrCuWRFsTCW~Sj>)3Qr7;N^l<yA<VJ*&)z`GSGB5m8-8DE=;cV@o(JM!XK`5c@
z!DLFH%Nv@C-q~q<doo1=d%0ROtCeM8fV}LDR+TYO%qM4-+5;t^bC*q#(xZgl3VA_Q
zKLh81w(ga79mT)SN4!2s^?@aN*vbjz)E~9vHl!snh#Ajw#33*(l<hvU%Z9JoCX=J~
z$M#JVxQ9+p?N{JJ49A$LADmj}Qu>*b_Q&Cejo|_W$>!V9ugfzsX?P!a&_Mk+1)%_-
z{FS=P_O5)F+#-M0WsM@CTTc_jiCpYEPOXIK%=-cTWG?iar3w;Y>A<x@)NT}>xvie@
zwV|TElo+Qv=F@i^sZo`S&ZK*BE|RCGE^3sO7o+vh$4we&8=q7^5?cQl^i{K!m7dnT
z7sCL5I=oQQenCgtpAi2DC^JXb11jm~oj&LZ4bYDnLgi7^)EN*%<4c+DSHU)3!8y1)
zjBLi)^WQugG-jk&W%X9jZnf)>7-~i^l^-SI@2i=sh2k@SPNbBYE|2B%v{$i7vhDdx
z1F36vs=`j&<ww+exH5TMBqOJkFfpG-(nUv=pAC<kT4m#oF+@_hy4weg@g-hoCX{SO
zeGx({W2lK`BlBi-nDX4q9e?pEjnA{Oyd|fm2KBt9x-by@6i+W$PWJY9)}v1)pl@O_
zRr+?s?xFO2NqRJIW{r^U+cO(TUCj_^UlH@JIj1n$BpuKlN$_$=i?rTH?YNjh`Z9w_
zb`RKmN<WP8`W^7hA>FSS(W2kOHv@-uu7W3TioxtkuXWD~t$_raXZ*VvhcoPU5;g}j
zQB61>ZzAxiXQP^2#xra}j;5G+81Eeh;G{GwCk<pJZ$%UkCaMa|Ax1?_9r4Mi92`Vm
zw;0wn+qGR9y2v|%G1Gvx061Gb<UK~wLO4@Bi4KSAi?x!dAk}^ru|%O1Tv@jhPjd>G
z3s1IRR)wl}({?pE`<2+r3K!S+7e#EP6#LwZ#Uf0Q`2!d5tuOc)<%Jir6V5F%pG{M<
zrkV}ipse*)FJEeJgVoQo*c?;FGK;FZP9*2qYs!Eg5sahxa$&597jM1AXN1cL8U2ll
zhMqnX*oSaE-Syr(R~FJnF1}A=HmreKfd+s%?MP68!KdqnGJ$>Kr*Q0Bp@Iaz1<m1)
zX<!3CnTGa$I>BS&-~%@O-u=5Zwpe;zwnKpop~=&5;|M%?lA2hJ?&$7vr8tll8=euh
z3cUoP8gAw{^2drr#tIaumfo4IU}&a@Vz-AvE=@4XytedmZcPpJdc9$3?<>7j7Y*(5
zLo;S%S{hcYc2$<cs3CCM3SU{XdSW6+<?PujzfEhwxr2Lsa-_t0f#`E4&ouoR-7i(2
zH7hTu4%dDh8g&Ao#>Kd>FSx^gZ^f_tnstJIjeB+q#N;0w=%}m3*KR4g=}Q7>Gt_c#
zI7bVtlq+UqyAX#EaWGD=k4|CU*70@nk@AxPp3+;hZ^L{_&}BBi)@sHem1@b2E#m(O
z>00UF#O0-VG-${jKc8KgY2@M9qALm%1U`uGG1{LaYQ&2v`iX^V#a&)8zvoK<jXk*z
zO03s`l^Z!~N{ZD0rTx*+SHpVD7s!y$uv%O9|Gbcs3^8G8lX^JI{X<1y@>@|oQ!0l9
z<<w6i<)cJ6n6sOgG;nZ-R{9j!b9#Z7Pt|xMrN*bXZU%|irw3Tx(#y54oW=QGr+TeN
z860|czdo%pAiE?#3DSZS27py;vnx6RC^?^s4}EIcC+c;?>y>$KO&pwAiU;O?l9cV;
zZ#=!t7?dqIzr@p&9Y?3-@jbTZ2b<(+N?NA;4<1cVcJM;fHxxK;8!aP-)Ria4kWN?*
zzFv_9vxa~AA~gv76sw$z>Hz6R1Bd$bC6Hd4BfUY9N^&&$q$s0A6!IJ|ZWCAp%ci#>
z#`0Yspn``IH&eX$-ABFRJ;^+BEF5e0U>OZ9c4tZwwFt<@x*fz7s=puAaBmL+K|aRr
zkKc<nHzTH2MbgY05sMku#==5bI@_99?J}qQn?lV!J%t`kstiVWy_ZD>%JSQC?t&M}
zc-^qND9`ak481`?%WuCcN?fP>Qyus70d?FnWTSyr;?3dA86Uyi;dopOYx;S0+%~St
zrM-W$V|)d_dc$^DY|bT3oq|>*&;&FngX$RddtR-J={enKB0-=|>jhW}sCBdg84l$q
zHd`?FrEgsxX>Rd(s6AG7ox|_AU~H-c7l_6pHnTCqAKx){9lKBgr@U^)r}OXznAN4{
z(-apn*-9z3XRklc>YU9YC~u*yZ~dB^lZ&o&L1PpQvR-0~3_EPWZ%Fm-uD2F~&aG{E
z^!w<Yy%&i@5a@<mb2dn&62-a_pw!;fb5;0BkJ%UOQB1WbpNF+{FNJJ4f`wi{=v_KM
zuO^q<tRtjIvOv~xb{sCeYVaAO@X(6jXHpd9h^57WC40ee0CTrU!o5dA!~5muEKaN7
zf8y|rp#Xa2U)9Y?x^}aW9b%`ZRS`PeJ`kT}Ij)WhmLNt6WrDlZ`?<T{x+0MAka|F=
z;PJWc$*<Ef?>4|n6S=Px63Ge60uU+~V5C8Snn7enBO}e*N+XYqG6xf`dgzZbROgx3
zwW;|t*Ae%zLYhS9?CT<dmWU|smy|BJ2B4dvO`<g3B-*H|Rb+10=@8KUnZiJ3Y?YT>
z{YR+?;${=!ttUPc%7IeqORsJ^d%>vsHqF~*3{mIJ`g-|4iq(_VKK(h4K!<E$@L@UO
z{g}Z$C99<K_(|43kfGmV7>szWjO%ZtY#%T#lnxWF+a$a<nkBHLJM9T`Fpz1#mY<=+
zF>H6G?U#ISHHdI4bkZSe<W;%{GzG(7bpep?Q0kBp2+pla7>ph^1ixLCx|TV~#^(E@
zF(mk`@PkS@x`%z1)yFvzXlWQVy>-svCo;&_<I&A{i2*{%YGvO=s01SXx}d+1FiI9!
zb%8iI9m-iAg4Nrlq!G0)wmY!_oo;o8x%|}|EmUwJ)6WIMl|S6Bvh0Vt@g<ozv>RnW
zMY}VN!~i%DRe@B77ZV(fSMHIOd;JXXi*T!W#b7vS>1atFWM!LmtRPZ!qBAsN%Hfk3
zwzz!I|Lfc<YEBdV{X18xdGAP%ik__0AO*Rfv|Lfhfme{7#l5o3Q4Pw9nvBC#1?DrO
zND+m+8b4h+q8{!}62l!5P%hb~XG=vse>{q|H2(HKD_GW~h>-#NKjbR>kBSC~`UFJM
zZ@q(Sg)F9M+^9U#%BV0polUzdoI|Imh+BF96BIB3fZ703p*Mc*I*}`TvdO0%UA2RH
zupteBnNs!<vG}8<-O^t_&B&>}iu%P}r{Q0_9JRW$3~%X%gBHn9j9L?B+0vOKtk#L6
z5JEiS{UsOAeQRbJfq3r*?v5S;x#K=TkG4YbR9XM?n~IJ)gVa6#Y-K>^!Jsvz2s76L
zX?hLd?!zGqQhW|K(y1flFJOarWF6F*96d@95Cz>al-&OqwO7*n{fv9MuppA<K>F3H
z6f+MyZ{JO-*U*hyhD?NUtFebN)<8?Dn*BtjKxT}@HQh*ca=`ohfkNVwz&@xut%qdH
z;eAWww@($Cf*~^DH@&L}1LK#z6n7klY{i$+F5iJvJS{xI_0N@A-<kg8^AeS8g(y2p
zb*%mTnAcp1tw{PD;P;$k$(5H<b{HPp8EramZKn*j4G@uKUcdG`<eBzFnveNB&4SGN
z{Ryc>r(dcFJrmm#tUu}08W4k|`<ml0J{cpObKv&{(bcD<&bk_TJw&$_T0*XWYN>Qj
z_7FZd=n`X5Zrv2i_MFiRf`yk(jA`O6%bAT&g~fAHaz*1$mU1yww<Iyy9w4hWYS}z^
ztx1v&hN`r7jJGZ}9{yJG6+gTY|0x8N;if=;uW`0t8}fMf0ccGf_BHamczS;G_GnlS
zd3A&&R)lIgt(o%gyoDFE_)EG{>X(HTts#N~u1aHDIeB;eMjJD72)|L+=w*>Ixg{5c
z!^piyIIq@Wo5sBC`*65M_&C-ZV46(=6|@R;>(Iqst&n4JZ~3DJ({v%L3QUp?$D;le
z+NSGoer^1x{xP$L@9_E5oPS+)|2f>k&+?1vld1o{{#`;mC-L_^tJRkfxDjSKv-;nu
z+2?&d^Ci*U88ii|{<|_mbfx`IG8nx@$mG@UX!^Hf_p$*0$#f%^Jett`&pp3C*<f0?
zkg?Z)nLywb^e5F#u6jSN`9Jqy{-lF7ZqRbx{$(EjYvez<Zt3c)yypM8ho1V9$ZtHM
z5r_Go6f+stOR_uJ_)y06f70%>+<%gzt7<W5&sP2Gl4Snly^hYMUHwnqUES#g2OhQ8
zQqcT+gq{-+|341kwyvd2$0<!;ALT7gTxXsQg4v9FvC%J^pO!C%;}BUj5b<z0o9dWi
zY@VhbAljk*7AdR?zRc?|`Kmh3Bs~}p$5A2l#l#qcN}KY1&(d3@Vb8A<dYpU@Np0HB
zpuVjorjDL9#ovSHHH!G-dfSg9FThC#500+;w^oAfk9dNu=J47;Vkvk#9hj=}MVoR(
zVYt>5U=Z4;HKo-I|CNT51C7#%GWJjF{QV){L4MCL9@4Us*NAk)(pie0rF$MtZC#{4
z!C=v))Ksd;gH8AN&8Hsg0S%dAt~vFV!{&WDP#Lg{MzC7;GWDMJv27jy_|d{xbgyzC
zm-jTU(L!K@&+S4Ae~T6#GTMlj=W^BYqf3`y_fc@n_E7_hGWa}-3pk?`sBpGH1q20A
ztYn6y-a3_)@jlL`1+(+j?GEpIf>eW|WP^J7o~Pc^Sw0uBEe}-^U{=e=%w1rc#_3q2
z7T2sb<n^Q?9e53}OT~0W)46yPwAmBj4{1~D;awgYt(3(*fps9BdP_090(b~eqZQ!a
zsjPFYJiWr^nXh*TC4rA~Ly&I4nr`cSQ#iZ$SbG)q<nyR(eX9PGzgL2uKT;MwIJTp=
zeR;)C<&?K0yb0l!dz0j@XK`R8FFu-1QSJQw4P_|sG>`2nd~^e>r6=gV;3h=x4j>--
zYKzaM%k$yH%X_I!z;g;WUOn{q?rWMm?c}WYpo8;=NYATQh&q?~;+RZ0Ph~kRyMc*!
z9^hWCSe;Ty>}w?h|0m;-efhOsrMj=i1sZ*oqt&oGj!LasYx#H_eRJR1zRuFvX^zac
zH=8CEz<Ga-&*Md|N<JOP0b94pdvTv+pkFXReXXxPW(oZKIr5SYtg^v$+;MM-wpmKE
z7X&1qM`IKCJ|_7*u@apAQ*Xcj>Sq@@8c4t`1AKAY>^#{Pn1Dch89!mLDD){_C;6Z0
z1a8k|@&Kef;&YfoH>+Je<)^>?A=|WS$?n`WE+K7y6JF|pssl^D(YNfLT!_M+9+NIz
z|5a@v?`s?Q_h?c=U!Zb(%#wm#Hcj&~eV)$9$r$a_D^1m0P_~A79Ppm_^$)yaZgW!d
z;eNgbXpGLvq^kn5V9^l&+q=5z?4B;ME-k})ay1K}Ph{yG77nVZ;e(P?rj(DuabN#9
zt2!fEEe_SR)63%G#`mWr@ZN+}#0E}z_%3Xw4x$IBaq1>*YUiYpJD87ohI_9-g6Kk%
zJCL0vl{^h^_JPPYy5QojH`<2M*CXopj__0lh@#=pw@$^7hB!>EC`Z`<8(!XlYt&`3
z$y&6iGzks~XX)+D(f!1M=MdDRi>86*c^?MI7QaqTO=?0&I_h)i3c?loZ=-&n>a=)0
zE<U{J(m=Lf5<uI*cKImwbvF3jVMItL2(N?zn6O9p`Azb1zZ!MRRO~J5UDa2P0>ggn
zq|@(gAA&9*-89->QBLW9Bnib(x4DStm~N#GdMZ3gd1~kt9iK<z<-v+<HA)N9;?oIl
zgiuBA8n+gya#?5x^W`l{1%M;dj${Nfx<o{oy<8=V@s!bHVYOP$u0Z!KJd#MAEZXr0
z1J*9TPW|_Pj@4R*d0E#VG_m?3|3CKLI;gIt`xXrj!GlY%1a}B7!QI{6-QC^Y-QC^Y
zg1b8bg1g(>k@Ne`Ip4kY>izd_)vcmxQ=3(5b@ytzXOB6?9AXzq*O!6o>vfiz)1f+Z
zEDfr0w#e0s+ItXZB_pG_p<}vyX@(olf}GawHsaoHQRIX08})g^_m&<VCNGCz6VJz}
zZaaY`O!!a{g@x@`jS!wBf{-@sUgiQCo)?v>q0QvEpD4$80E>~D5TNo+6R*a_rfDSy
z{;lBSo$A+{^zbp>D54SnuD6?5V$=$a&g-iK*$Ouxa$9=T)xdi|%CjrXQG@SYAb(>2
zhKD|9(>`(KBS`|^jL{><QUfzuPp<IKiMR>-C(E>b`~J9tq%-~E&QQ`_#di&{x4t&>
zF`4~glnqxawNjKpJ;0fvMd_(uRFrib1|V_4t4m+~+z7^N6IB1gpaZ7-t%60Sa_f8R
z%CJ>IB`1HTXsvgP+4e1tiUgo+L<Z;=b%(2Pol5?j1{QR++v|86TX=@2?#=97%Wo@m
zuNt>Qg*S_|q-sx7y@@-NIJtyl>E2$m`U7<dE0%SiL@feCQy++JzxJgoKaP~$>8)&!
z*A|EY?hNQcl-F;<4pA37w*)+2Pj}YpHE$!j;rBG&moOak<H*gNM~AAbT34z;CEzDo
z6GU)614K$6b~dli2_NE&(y(%+cK~^O?{7j}s+s}vI!)%o8>qrV+@lDC+AWqLuJs3e
zY9>b~OjGSlr)}!i*3DPHQU0!n55KpF{S_P}`gS$4h`>6hijk93Vgsyc6Tl6jMYv95
zBkNlpW6PmU;GlmpngK+(jNh$g-SDv>sdiiWdgig&4T0mKEh<rqb({_RYjx;`B<Uo7
zIZ~V_Z6%YSSuv*i6()2w{lP<arb$NshYtEXxYCmO6H^J#IV&muE5@<L|IOnW$d^un
z`bWeO)s^?B0$OazRaMQ;hyU$ohv&~8Et*S%^sjpg^Z%&<AiuAz|F0Nl!2fq_gq0|u
zP4xF00)CGT`Q3kslJVZ*f5kXq(7$6NCaUlrv46)@D1Qiqp8LhS-2Z51Y}ns*W}M$R
zeae0h*k7U5Y|H<Z8vpIJ|4VA@>6zJGA$9*WlE(6ri3|8^SL&gjsr66M^rkD}PgU|?
zgy6ul^Z(Wq!+C0*pFd`7W9=76ypY)figunyJIDVbWNJA9w-v)p1S<ZVAe-3#kXHBF
z>Herhb3|2RdwQqAG{zQ`2($B@W*TNE5Mp6p?Prx9f*%#4B1=lMMr4G)mB<@HhvRX3
z&l`O2uS{%~AIHDu+K%CG!(S6!;svm(Hl`VM%Y!oFnx57t(5k7Js&(K-aD8Sgq@(V@
z^5gyJ%@<Cu=Flbp42NKKByKM!FKH!-C9m>R=Y;2d7XNqUs^sjJy|lyI!V+=n3xYI2
zxz;FU7@U{P>9Gh9Bd4`K5m;4oPo~2SfVaPJP!8cYj+Bf%y0%C>*smd17-O$+vHZ~@
z&mELdcM=^K*$*l4{ph8Z*^9FyEU9e1=BplmX)Ci=Q0!xb)|B6xv%O?}db;tVT|PIK
z1SpjyLe+BZO%@}X#p|H$Md+!GR$xtRYbrBrv7aYq*ma4qX~`46tOhyI_4pH7aWc(8
zn>JId-Dd28_Zorxe9eCsum^L-1JI1DjI5rXy>7DKrR^?^GuIO!B$JW#rwiw&RvfR|
zd{smI#bhJ3RxD$t-;3o4tC5O)wK;NNP|2%BWhInoF=pv|`)?g`_5bLQ!`kT+aM;)~
zvaOWMsinhNO+!5a^aDkA`F`0ww1J0_0AZ|0tJCab9M@*1jJ?RX#E)0e)67ol^wif6
zJ+u7s+@jy4b|37a7+MK!dK&j6l4w#~x+!6qV$$0@yrI%2#BYF8E08lc0ezhL*~czD
z;=fNzBzK|>4ypI*;1C!D-~XXd#nw)!o9nPpj~f#rb+vf<)*<wkHhPHFAyj^H9Lx{b
zz!4XBxjw$S5{D5pVOi;yne%xc^fImzWsn>ZNSn{e*i+Wf{9&U3#XUMLf*w%*&awm&
zuk;lsI+&_YWdyoXV%Rw01KnbT=#eRJ(7b};r&<>+@mtGSIEvU7iq)IlgikeP08!bp
z0hPNvzon`9m?m1Na4O(F<814QwQ5l5L!?m&lF8|}^3j_!bIbS3I@(n>1+w9|rxNSd
zatW7xw}(bUcgr!l{cGn#e7_aQa<?tcOUc7&tm=vO^9ebVObfUP&6F&~aTSHIj^$Gn
zoyJQShwB|TSThJ$kIlvB@ThmUE6N{K>Q9HZk5fD;gn`=g*&^8M1(9Z7)`ZEY<%mM2
zJ`sIgpG%C+ZkTlsowi6#Z_zN(PIs<)xj`9h&_naNy$OY$ssUp;lv@P!25y$b(C!^C
z`9j{&3AE+HnF0!LBR~w%-e_=S0dyPRTP_W)SH~~<0)54=x>^Nk#*d2-Xrb}ti>L8n
zon>epGYbpn*0+<A%IDsN-67m>`mzLpou?%zz$_h*D|-<F;ptU0l|l|Nru+MGcejH#
zMOFD*IX^YYBbY5}i>UP(^sHPNI_xHBx}0Bk60af`Os~Qs3vr+9ZS>Pd(S)4DAc6O7
zW%<E&SaBX}A8<Z|Jp^5Bx!Buw7i!}2>~|88vhB!?^i=krfZc_k%pD??-%l(A700=%
zEQi$-sJ?*1t!&rQ-RSL}(&8@%2>^B|F}1%JOK{4OoKYvIr+t(1FyxKiB1fSHMZhJt
zhFbAbnq~xZ$sR#9SlDELC3vml=uh&iEnRK93CtO>P)TsiX)f(JMFu|?_V<>OTu3N4
z?p%`tq<D9s1>W08a2cXBfMJ5T->V2JP@hzqA0IEbo{`i^&L2Q_bY}wUGALs(^B$C`
z#y&3M)W-$*u#XD+f<`T$6m!&<udPAIM&KifCq68klJg#nQHGz_P*R-H#^W5Gm6fYI
z<#kML$R;UzZC|?T@+KNp!S0*@Xd1WU6)?>*q@UI7BTviBt{u6pv*N~hJ_vLyIU(q#
z{*OR78bO0c|JL9$Tdkg=v7lgAr-}NZ<h%k8I{IHKXP6P%FvNUQV{#jtD8uN=!sdK)
zL4}WUlB((`0+$=}4)cw6H{fi?6i}2((IM;`U)3}<_De}fn}|qrd8`#~8RZGgPmRkR
zZc%6nEh{RyVmNNr+&R*5sf8bQiRyvu_GnOe&<)NijL0pIO-d*Prm#fWR#sFuRHF!p
zQX){ZtjrEx#o28V|Dkf$^IzTPt>jWPhO#?ZO|KBWNphZ=tf7{jDmW5hU1np8QOH|w
zYD2E!-`iNCmRpf^J!Exp86lH29}6UjFcowa`Egk-u_!}j!g1y#$}2kP-A2SOq2d}>
zyp<!}bY-Dr*H%?tSl0w&+&CMkccdgWl9rfec69Dou^v^RFgf%r*Nc=RN}l`UwW4t^
zZ*=%ZnX}N1%^MQ1lA+9nb;kE^@Y-Qs_A<O^@s@5xuKRm1i$9Tc2S-|9*FU+1Cy5Aj
zalkTJtp?6vHK{8kv<jM?wptK?{EVb%Dt?N8{;FQ$lmo}9pdQd1`l^M_1GBN$^2JxI
zx2Z>kuL@R$qFF;-Bp|z94K1Pd?Yy0B&N&RoTmyHSr*^1bks$N+R9Q2Rf`nFFu<w%G
zD8Id&uJ?SHS~l~SO4<ydl0GiF0HpAkaTQ%%T(ZMxL_FO(NoJK;*L9NCe#xd6`r>Th
zJdr1$1IWvlZ4GQmrR!NmJ|-#}zhXv9E$9=JzDgAlPO8Q@ey{<#9L^eni9az_6kV8R
z1n8?#%_&ZT!j<AgWmuL~bDV;7YFVFND#wMr5dvTjHgH;;<E8vB(Zy|=<@o-nrDH1^
z(QR33R4T+t#2@xH$H+%iTV17>%6OHF$|@Bh8>4{)#9Ky(Aco~`Ao{rlz6kZCHDuh5
zukQ(DEBX6HVvfohJzGQ;r()cPCOPRuEfk2`g^?2g5i(oprXvuDY91C%^?TYz(tSzu
zyOp+R{W`g}b>@}iVkQ|&Y4W|yQy|CvBm`iz(t|xl*3X$1R#L%)-n|J*VD-u*pI=iD
zVQ33K6$Cg$PHI{i%*FSBY34F(=%d5intj#G6-H_G7IfVOmRu>L;83m&eft#*JrVr9
z+zavH5kM{+#ILuAf-8$kYmGRAMjMQ{q$33cICe456NG(|@x@~`nbg0ZPk2SlL)qB8
z>R%?`g&d=AlKx&Ca*TarO?54i1=K^+&Rf<f5?57UA|heYrki2)nWH#t8a6)=z5wzK
zPv9oXRY$Kho-(v|Hj6ku*(M1jSe;NhM0*x-Ok938zaUTV!-XQ-4DRK~68FM{Xs?-o
z*e&m^i@P|Zsql4O6uKatgviRCLFfw>Y~m;|s#ZRsG`E>TMUod8d|IcrvvXZ1H1JrF
z)d{(d#NRDNHh0*g%cGm8GK}ibPKlLDf2*z|-e)N%a>E+G((xKjJ{ZZzO77ikPx_n}
zrHsm!(9^5h<6~5hJU{WKhcX6X)Fy!^&*OcL<WC~bLT0e*(Qtb7XkKb+o2n4RuvNg;
zXjy`6vu>J$t0y!RZ^5kPi8Lw>5CuMBiu7>(vHxuj6YDio3v^(oz+~ZK`wSlw{bk1s
z>Avs4QQfU<GI#T+@x?8iK%Rn}9XFQAYNc%Zt3`_OGoVZ+7ck(^4=C#MyH5EFWkykM
zr13`NNxt~vDhLSFccR1wA?W~=BgTi+z~~mdX%L~Du=jDv^eLTUGXmSzrPAVB=aJgy
zs>+8#t<3aC0M+(%w(dFvMHv(;t>Q^F2W&_t$v^x;LegeA6s+frEXo2ay1xtOBh#A8
z2na8^oJXX?Ch<UN2B_^65Y3sSr=|c=Yt(OBn38^r^~H5J%Z1=0qZFpd+Czy!BD&*3
zy{%g<k%$ESVs>a$4+?^>&!c7Lu9;U0lv`Hb?4LkME||z(V`6`}W@^K^tWj0TQ&!%q
zt!Kf=P@~IXR0L4xD!;L@a~U^ucp7-P1jMZia9%{^(~DX{D<^zor-$WW;=qgbb9pvx
z$a{aL@yA2Np=W5%{)b$3b87>~@S>Fp|Mi$qJ_=*eRI3il-NU&Px0v$mQ}BC57<WU1
z*{-t!HmW)DXC`aNv^Vj&h8^Q~I(G;sV#fyv<LF-zWfHe8;!gHQuxIYsPu^<ph}O-q
z6(4_iUVB7nnh|sET!^tJ@6cNg7#^ny8*J-crd@naeqf31uii)dN-dlgE1ag3Y93re
zYP#`BG_GFiGl`5EA<rtBHyhLk(4h3i6fRw7O?i8?7H@D+5oE~jMtC@7b#?i>c}0I7
zcXvy9TE;*%A+5!};0MZ0S94`KX~~2V>0f@A-Vi=qClk|0sf6;K4)q(``K+uz;+fmZ
zV%#scx`R**H&~sav37E~xQDGmFi;bf<18}-M0ol%&m_T+-b+06h`k%hvT)w9#t8u1
zl5~3u-%=e_(eoYA>A8FAZ7(OM)&4l?u(q!e(YY;vJp=~iEx!Na;Yd&{78y?PNmFyc
zY1p%#@{`Th_~#Esw{!+-TGPE5V0mpd*uq3Qim9z%T$8EbTDh(_F0{a~gFp&4tjJa%
zTWIV(OI^X_)icrsywezK>;csru~Xp(d%Gu_Y}F-L0$N?VGf;D|j<}f;)KFGNxF9x_
z2d!ec4!r03<5NZPH<6%QXowBlBA*C5X3m0%<785-Gz{ugh$OHL4Je{yA+6Uj-ny%!
z{qF_%mmU&)VL`|pQQ3KGarQ=y2iPm=OSwKkw`$d~o<a5@K{cA5Fj^HMcY(fp4$XCZ
z$G_P4IKT-WXU9Byz7^UZhUa^nMd@K}4g_1*fpeI7$@hMiK6UGRoD4h(l4C+)+p!b`
zMemluWRF7~-?v$)*l*21YzBFWQ?~#iZO+%@+C%Ap0ACDbGql&(*maT`F-f*1DARta
z+8A$Q@?>R+70YclA94QoG!VyEy}U-6cJ$`N*z2g*`&&GluMqP6B|FMt_^edhs(2l0
zk4!!syy)$4x@G-$qJ~!bHc&H3=v`aQ;Tgd|t2IU28D*scZ@>Imo$w%MUn$xjNAo)f
z=RHCb4}Qd?Y$YPsLF0m+SF^Xl1Pbmz0?f6sf0}E@<iT9pCE)V`6!{7>c*m+~K*ih-
zqo7fcTB=ZfnfH2T#tzs(7mz^J+yox;h`w<&UxVkqkl@#_`zDh$5F!)qoXvVQVBk4$
zKA%k8zPM?p;MeSr`I`Gr6Sosf&`UD9bvXCDcHY^CLIooP-smr?^0M<M>o9fB8AJT=
z3UWIFN5^et^uaOnCLu_MY@ZLA@NXyOd#3(+^zulYf}2|h0aY*%GFdy+C55)q&gb^J
zF;UP2E8RS`9EwhBT{G=ho;=Oyqvc;S!ocZ6As%Y>fJM)LA&l1JIEG_0hX1L-6PYS2
zj7?H9nI@5yo~4Nkw@zF)>Y{U5feeDCj-7Z_y!+V0ChsE$H?!N`1u1y4IaeV|F%Nc)
zQ`!vC&AkeJFnFq!4Vp3z7cY&6U)VjDQ7_(#N^RB0aw$3o9*v{Lxshdsv?xv-W$IID
zCvz<`=6lIg_PDzTzbAd#+0{%1M7BjMST<&E`fDVr)R(PPvgeihwlN9L>@HrvE_e8n
z=<NtYh5)0eO;x;3waZd(Lww?n9gbsIuBp4yO>*Pp5jKvCo^I8*)H9_}4|2yQ%KMU<
zsWPi;r=aB!IYLlK@4ye<%bEELOrj+oCnlZ!Bc9P*W1EvfH#&>pptuyQz2)a}6yr|T
zHoHrbtpMv1`3_iJYoFG^&mX*R{OYR9D~YwJkvPMx#ML4Rwa8)=@r;baV<&F72oU)s
zUL>9-z)<=KVW$@sbi2`OU%riySa6{FW?Uk|cX1)nmk?+0T(&f0N28OW5Hq4FZBs>i
zW!d)z5C}nh3gr%|CmPtULLaUoqN+A15lucGg&^&e3s23-E6uKc?x9KPT6I7HDUt)0
zLmU#37RwgUKi#1Xg_D)j!icM@k%qJRrXjPM8#TUaRTg-pJj`Rhln*Pv3`w=a;M0K=
zu>}N%%LsbvDOLZ&NkMnWz^i%iEO8FfIg;O8Kvm?I{V<m>sEKEShWnn(#s|~Reo=>c
zS9h(GR;S8*d|W5x_4+f;;p{T5u1-|+RGskzXP0^?wGU5sD;b=$w7YQSPHu@68$Qy-
zy5(B(vqT}edHIM<f<@NbzP-(4cW>0{oE!jC@5M{*8|@PIgI{)~T_C(!w}uBdV=*O~
zt;?1d5c5loWm;*fkKwt;QKT)WxZc?Sa^Ay0y}xTO{ju^xZ#7nyJ<0c0L5P-w%a!2O
zP7667L~mDLObESP;|^=PA8>5lX;lBQNhS&Yxzd+Ts2!^6oHROp8yA89%N-l&_f_7k
z{QqbH>r07r{lBk?`RC$rTz36G#>se~zb-D4{WWkK6vdDAr7x(JGnJU~q5m?){y)4i
zEG_>Y7HV|h`mdsuoVLZ5!GL`<5C30g*j$jan83f^t%|AUbl|_n0}s>$*ZYt@@i9T^
ziBbad-=@`mT;=#uzX!DbmeBoQ4+rAOx<xGd|NWykOb(GG^Giu1^nRJUOKm_-W~pqP
zh}QpdYtMT3r~mKHcpX!}8BBz=cDN6`+V#S^A#_m^j3|P}1}>x!XDph#-fB(68%sX)
zUB~?%#VmH<FGUH1ff>JsO)3#`_SbTTb0`7)dZU>r@OE~mdj2q+!RW?^9<5)5u?N4w
zKKHgbK0l*NzG<zwKILLzGv~+4YF+MWEZz>?Os~J>lRDZr)Z_KF9*l5J7ctpLj#Qsp
z%-<a?pxr5?>tQ7$oCk6D615=z$p%u-0)8|C)zR0E3|W3;cV*a+(5^_#FGY+$o=1Kz
z4^!0O{rjpg3L)M`c(9+%G%BzG`2<@+$hC6#<HOe<Avt{_FPrA|@0-<vx$8>+wf`4F
zL_ULhaor?~x{JCwvBiJZr^fDNXg~!D?tuVW^+}J<F|c`^{BD(d3dI0x0?vabyk{7r
ztPe{F(+};etPotz_t{b=k$p-W_HZq6IkWTlgV&(?jOOxGYaCsO5Fq?I!VxT!3r)&T
z6tO?M$eF)&+WM{>hpvJCq{$XIU(13)BSMzR^dZde>IdePJcF6Pvpfn3wU{Ec@e*tr
z2ovrS%e!aX<M{Bl>e8D<o>`edx}2Mi^5qJLP{&V_A5&qhYHyaOd&qI?LWT_C!znDP
zSd|10cMCZ=bX?1{)!g0!mY?`Ep55&RVJQ_PMczz-yvs4=&a{JO*l>Kg-@q|CKRaT`
z;a*S5d1%Gy7Q>*c)|#!0zdfRhuJ=?SzEM&*l!kmz*P-3+{vmzso3Y%yaw`^l8`>uS
zA#`M_b+-ZTxZgw?2EWSw&n#%D&@WM!IZA`~rBqT{KCTZ^<pykUN@X+fR50B#L_*0`
z#s0`QrMPOHR)bn}E9V@Ix$ZrDDN4c-6%~e5bc})INE)D$q&XJb*>jo<*OqKFJ99AN
zl=~|g#wv`3vRHS^w-W<n(GP67*KWrO0kg`6MRMWuiA1jp<B06A)M9Q2y%z+o%E@g>
znD&cE^LCcxbDgTn3P~H3k|>!+hxrcfdMlN8NTj&3^B3_k?z}{;6YosbZd>q-i+R8G
z+;p5cgn6;rSDNd^Biye!njeqooYi&et6q{9^DVv|j?d%TKZx*$Toyh)U9=~(nN`(a
z9n92@WEah}c3=lt9*PSI`yX^C5LC(g9u@>Lx9<cm|JcCO1(X0Pkw;G%h6!tS#gSur
zInwphgYGqWZmilYClfjPK<F{K!2at096DbfqpTFMPT6RyMLipQ3gu17pY<y;v@qV0
ztFLlg#!l+&<^nIy&A36ESRDY&P=XJUT9D*YMzqL@dB=(iAK#|Flo`~xKJHadj$%lB
zN3y(sbrw8oO|<k3cNOZeu|{<WIq>F=Bjtn$+>3gr{rNt4to=02quzMCcZLbU*ZIKE
zc62XZUI{-Y=)qtBXUSM|2bnGvW^+o}@WVG?a_F2QOPtn+)rbUNpTvCKK+dBNH5#n@
zUTfVXFF#fTHk!|O!1wANempfq2KYFSIUDI|$r-)=csdCr#^AKxI5dS7)5bxXpDsi)
z{Cb8W)8T22p9=G$^F}EMY?(@byT0YQ+B@y};G5d`JUUNUh;SqU;rDteS4dKB9Va}o
zFFqJ?l;XJ?>rF^#zjth(=VsOji{ud)Q$PLL{#b8;__lxJ)Dp}k9IaKuVjjw#vHGdY
z9u}$MTD=y&U$(tnMU<nn^2PLQW!x&_6RqH8JxC+f;-D8J(VNjyFwhvvZNBYHPoFG?
zS8=YO<<M=v=#(XP2B;;!q0`ke&x}0y@kEO|3;j?L-|Eqa+g##XAk}#YE8&|>l9oH&
zl_N!BzLdecB?z9d&_1==Hy0hu-A}DXB5`j!<f37CXdzW5ocq@k6XCB1d=NGqH9H0y
zmnywb^HlGir*raLlSK=cn}iqgK*H2&%M`0h(aHHt+}UDT?PqU!YHzm*_CTWz!4-BG
z7MC@ieU{Oauc-i}pLUkZ9}vfc?<!vB$1^uzFrc%o#PNSlKHO9cTr^x5YgNu7)bM1J
z?n$}0u6MQ0N=S^FrPV{s)63&*OqU=#^ROkg7KIlJ5GpFhI_Pp6mT&73j3l29W3MUS
zdL<Z<M-EX8sWCsxk8sPs7NO)fqLVb(O4UDd4+@2De7rb1-vpnd{J2PorNa0L4AR@2
zH>*Qg=Ek(q9M*Zm=j~Jq{u#c%5*j`Eo?Gx8*ryMXRj@+d2$E(XZDrY>h!^*v6qTB(
zUP$9}$qce0oMC|XnjKx=WZEAL^?Vv^BoeI7yz#o4X{ZP?Wkp9%O9Pp~a1hy&ODcte
ze1o(S!-id3f32;v)S1!k^_<D3dZXD3Q&2|DXezV1!+S0a0*0`9vXPqj9NZUvH2Na5
zuOA&tDI0ZqQ_(X#Pg9DX9~iS#Wozv@5yBRegpJ|fWZfHSX3+~F<KV*h0cP;=UW9NI
zR%$3T(QqxA*#jGYmp#`nS=4ZahW|`OBU4qSUR*E=QGv$-cy#gUR4x5|Ku)wSvAL(U
z8){$I(1;YU-7P=Tef2<JhVa7GIQ(_)C|kDQ!cpgJXPB|GmOc*qX$t-EWj_<6k3ve`
zElyST=!SjeXu01Wb}nG^;1~>#$I4Lt{&AN0j*v`e_|(3dg0iBi#BXE865u78*8JV(
zgKbfWGVH8H#??ggPR0XN5GNA~9C+KA$KtS(aQ?f?yUZ4Mqy!>uN#yjcV%?oya(qbw
zdB_?}9ssg^!LO@W;UH3yp-7#`dR`1`?&3m*4g=wcTg5T;qbp1#t}{bF>|l3qSBfV&
z-H|ce8yT(slYv+N*kJ1qPsb*==%EYxu;})RqjyJzT3l_2s#LCAy$m16#lhNv-ZFYq
z;9hmg78e9=&B2FUKOOf&QjKr$JAOdCR}s*ncFo-os|kx<TC{Yi@6gtiZ21T*W^_5F
zv7(8CwdksEwNPLDZCl^bW$D_p6=AW2d#*79SBtjK{2@z)-5@1^$gN)lzNEi5WmoAl
zLFd{Rjx$YMbj_6Dyxp!L4F?oYa(iM>X#fdGex@=qpXm5T!b1u+gGKjgWCl7XaFag}
zU8b+x-r))l!%-Ek<T5m~^oD!x5aJ^OZRI;gudiL)_RtUxM+wUnl^ov)L17@}GMi@`
z`9SL6m91*qU^+sl^f38gVr7KKxMpZ7Ny=DsF(?hyms3c@%KKYrn&db<myF;hH4bdY
zb5g-;phhY0k`sfq^WQbelu9BO;XKUV_QLIr`G0FjOWs)kIz1KmDo`c@PTxbJe(#Hs
zZ|hH=UG(9);)k9{sh<;fpmO8a;&wy^(Qn3cTlVZtSxcr$2I;E7J~iLss7u5mVRQpv
zbmI2)&8V^!6=02~Z`wv<Pu#KguADvTUxjD{O~vmgbk<8_C1<()vIQJ%pA_Ng6-X*X
zYC_{NbNC0BTkVd-aBOM)nTy!oH)xu;UY^%|&CaU19p{u|Y}<mcZe{a&$h0p=N5rL>
znS+7ogw*>CLWq4%?4#X(lmViUb>5uD%@Gl>bg0*tncs)yE4?;30I>C%jliZT-J4mp
z*dd2oq)J!gMMR}oWU*1TRA!Wpu0)*H7#&9MB^!AEv3Ig@i5=n$flpUI_q20;%G`}|
z!=?CR<)<%td^u|4=u0y>W9ZH0;%?1!jZcFct#mGJPvffLqh78{`ah~&@PAE^W$roV
zK8_^rId%ig0HTjvw!j<>PD-`dp-KP)s?fH_E|Sx-j`*_7R5I1>ER%a5<maFty{*nt
z{tURia8GoY0*cu&`uy*~g-5vO&ifafluzJF+_0%0xf9!tyJ1UIS*lbU<JS2PzT#Jf
z{}tm@lb*?57d)d^2f>VoSSkDM5UiqY^+6sa$$2Gq!xu^+U7gjZQErOoe%H6biD)yc
zDQ{Kx*4TpWjMl*KZfn<6A*_)`D@f$vZdfmo6L{-sJC}P%<rs~+rn`fs7gDrTYy5;$
z>oUn<P(2NUqr$Nnbw#&f48$3=C_jCjn>hkof2EQ{3`0?f6Duy@7rUbCy1X?;qVPEM
zm|{0yJJgni-rnBJ(+GcJ_9oE#>FS!-qzCb7EX%-<8_ww7X~&KV%h$Po$f}%NXFLOj
z0wlK4+;*)O4%F{qAgEb7Q%wR02%sRpI>z4%RYLSK&<Ma4AJZ^6hWUUSK;7CGYE249
zIh2+Tqt0`ksky?C8-wT|?ZJq#?it`b+5=l-YTv8&ktoOQ3Li)=er--`PDkx{uHzlK
zkK|!TuIuN$K0exns=ndLM)6xZBL7+z4XujKcC5xmo&x=V0ipZyY#BpT0;d%k7IqkL
zCL|Fdk#T74SnOuo2$F<Xi%-CS{R}gpDMmN9tTKCNH*5oM=3P8)c=>?X%)$(rH?qQ)
zGUW*Vptzm31bH;+S5@O_<q4g86EwIIwU#;6ZW&)PPu2TVA&Qf357`tZpUKG@0`Mt{
z_}wg%zKyhwTX1=};%l-g&q+e+-lPXEaCzOvwm0v!mi#&ofj3C+6TUyen4#)==CSz6
z)5Sv^M5?P60Z_6|D?ImbmChOu^ux$d=C>su7(C1wi3cPKaIthO(#4VSAtIWGz>nN5
zmf|;S&o;ezG(VCWw`A;j1`UQbj2$k7jrWF#ms38Hs)ya8rKL#>CzkThowq1<nQGm5
zA#X8~#?)n6K0WHAsgWd$M^#$S)Ew61n4ATmNS0-vvjp^EYm9^HdF@Wueg{!eCf%Z0
z+Lm52l^^5ykfm(ogG-T{4hE*zLp8dU3O@M0p{$I;b?*n_$_8%j+t#+x3bv|h;7Cxj
zvV23%;ZX~$+~)+(5fGBugeSuY$D5#6t-eBZJv%Hda)oMPZlaq}qoHX%uJ1DOL%|bf
zqb-T&sCBvzd%O<1(msja3x+)-Ef;XYO7PDW;<l}0pjCS#jL4Fz+WN;U$ydZHqY0d2
z74LaJW6HIKM%7aV9b3*Z+I)#psKwHw3ak)q69aBK@utL;+eHX0xzH$4cB1uL-_J5(
zF~AHY8Uf{p+z(_JsV>5c(O(c8y4(=iQIs+G2JwX>Z2GE`6O5<-T!Xzx;%39`a?)vL
z4$JC<aejogwW1-T#z~67<Kk-W`+=#Y6u?~m%)nWLsHAz<_i!HWc%Cx95#faxv;ook
z(Li{va*dI3*F9u?7U1Ti)fZCh$zl#LABrLu!jPct-KK+PC=0w$^R#7a2nfxm$1*m!
z?+P9CmU_Pn^=XKz<87etT`j78m%cRY+l7#3D{=C*j(0p~@9es&NdrCt!lIo6?88j+
z=ytlb-uI)C#j}1%w$&iDjAS0*F^vLINzlaT8Zg74eA$Ks3&0nly;KOk^gv}^y^{2M
z-)PSDb4`<4-VXOLOIjMf1Ol^|>zM{+uzzWe5hBc~CUxYI02y$7>e^9Tl%qZzj49P|
z#rWaX@Ld!*AL5y6;$)8bT$q1B>r%HZ(sjIz4P9y`Stcc`!vH$h<?%DUu6J6FJv)5_
zZaTVS@lr_56=e^mAiFKO_eK6Y+r2NkRHdZLA79__K4wnv&(>j{g9&=^=D#a>cV4_R
z<3)gY+p*N;6$6)v$?2AzfT$-1HicTbk}$=^%x-AJStXs7u>?a*Z03STPrsuKNjMd!
zbk(y42fb1)b_G>_orC@kGISgYD_?sKN;M5QvJ9wfUxZvq0m>qxtzRkmk#XZ4XuI_3
zAPMuV6?N?iPEwambJD8p6rD^R<f{%oR>=UW7E$lMWqH?|)2DK(v5Bmsl&9cPZf|og
ztr3VhA0X5<gHmw$His&7dRX3Adti4dN}PF$L4y0!oY2>niT3Dmr}l3BwA>u{F#V4B
z7Tg^oaQU5|5rj`7MkfWjvmZRTrkYzLx4fe2kvzYzNjI9Nf@~f&4oQPEU_KQFB?7h}
z2Gqfj0LPn~1~5tj2yG54$B!akt{L4fgg@g;{XrNgyzaJI;%8wxo3qsK@w_5;xAd9W
zF$INuQ?{6mo2U~$>w9&vhxMLt-`kb9?p@S|UM`)fv-+45B6#Fj+t>%6JmKTu<1q^9
zQR_O3w2`8y8dmvmTxr=3@H1U~TK-j<)-%EpJ4r{O%I$l`dLw*2iby6@2FnQh()q)D
zv9}_o%ejhjNbe)vaXEfQj#zbSrl&Tl9T#864D7&Qh1eG_N(BDTNZAXlNE*HC$ONxr
z(C(fqL#v-JuJBK|eTu6It|{nf)<+zu5i`%2#%!>33iesqd_+dy%D-s88V`_yzQ1J|
zh~lRp@*x%Zu+nM}>AK`V1uzkB@&Z2T_GdxblQC2PQZun6{sgyuH4{-k3>4;y+Ajw&
zdTKbxI*9}-<?I&14Srx{B2f|*M8WOIok)}2?S$kQJ$Ip~4U1gDW3&Ts^{CDID9VsI
zE0Pf0rZfeg`#tSLAO}y`fo|0I*<8WOPP@Z|AJam3x8ErSh8G*12gC$R9ahmb#;;<R
zpwm<CP5pQhhk!NJjEam)1FAPV%+fdPTSMl3Y^tvfQxO(_MigBkiR!9MMP&WDL>;UT
z*`x_15_k~urP`E+45+((sb8jamki1ujbsm1og;lqwiY0CBjSk)wE3<h60T0R?IA4A
z=!y<aLc{uf50^~UF9pN%X$${MmeRtvEYTpGp)A&Bz1Ov^(4gIkG;BX|+(n>TdEQW>
zoKC+k2ZG<|<H~r$>ieZE11qCG7g{qAA9&RCEd?hsR5VZh<*Vav9EvZl<;mu~N@<&?
zw8ji2R<T%;B_w1Pev+RI!bD{Ji-k0%jP&W0lKDxS@s#6GX@nHx<iareFB7HHV#K&7
zp6OA2yovPXB-#DPLz=O1GQCCmgZUF$pT$cN@{$@2rDB7kmsL!4C{RPut~p2$%HKoC
zad0Oeo1Miy%P?4k#8d>hIF!B_GZ<L3h5(g877;|z^V2G*#0Sa7qJA7u)8bc&Cs{`y
z8>YQBdM$z^*9G^Rn&)?~#QU~q!S5a%Z4Os&lE1#qEswj6)AuvF2mZV>DVK)#wMYfl
zln{JQW}`#q0_975yxql7t|1jYS;*&N5M0wI@e5Z>Is5OR*mGEN;x^$-C@{xD9t#1C
zsKVMjS(v{=_CAw3<?wG!f&vOHs7XBE)t^L&bBW{e5TFFGuSS>XBrD0j7353P-Z?$S
z>2f06f%l9tJ!;DxLZP0|h$9OM12S`2A3%+y%0ctZMRHl&v&Y9(r;oH^O(wHigu6&s
z@Xx{ioOSQOjyU1-S{6l4Gb3tw3x2eCf)2DM5r0=TAGr%KB-nhI36|J;y>8#(Wm1G4
z^xx>Tkpl*R)pB4!m~xHp4ek+iK#Hi(4qnZu94z&xvs^5jq^Wo|p?!WMlFvSNSS3XN
z1#X++{{got%`nMA{tMjh!22@@)IyEbWqS#g!BufQ(SGm#aUZUiKNz>`qAO&B20Q)f
z<1NP13@p<*_q)dYTiv*Luur`SVT(zKEA%>FX)z@Kq%HpTQ3U!2M26a9NCkg}7K{(>
z)j4(XNG<~t!hoahMKoX@f?<aXOxZ%ld58m>4mN!eeZD4?y$0#{CKg6f73<b`GR&7N
zvIQ76y5g#{o+>m+L}pJcLlrbN0N(pKf2HQ{cyIYbIH73fz0_o7)hD}dQh0sZ?7;tY
zN-FeEcy3Z1PCg?XQ-c<<fvFm*XUp;v(N0R)oth?5im4$A#A^J7<VpaLT;g_S31q^}
zsy$%-8WA%>0_WJ4@4={}jL_3)s}7nbp072cd;{t;%oUEL`pD5eOC9=fD|DjNB(BgF
z{N*Rs&cjK?qvt(I%u-_DVUZ*I{quKQ>@5Rs^02Df8uDPn&@*$QDh?p~U1Nd{aAjCe
zq7U1rC&r9EwrNYwO(>cz%gPg@bxyoKvTdykix>9Fgl<2=9Nw`?M0C^*jf-ijsyOX}
zoD}`|h3h7jeBrQCJ>5%}cf0hni*rK=Y@XqVL;(IX0QG*qCrnv>!&({@^H<DThN>#N
z`7iao<v-UC3aSeTv;Zwqq&%@Ew(ZgFN)M}-o{zrY%zE!uBW|IPjCBZET3RxihZeCb
z#GDY>^MhJ~0~I{y5Qvg(23Bl3PLd1sZCUHBE6qI*z7<Nhu<R(T71xeS6=RlDSJN+_
z%VpdFd_Re(?+pSuw8ig6{n;1U$VYL@`o!ZaN)wlFqRl-K>4C{{HJvy6{1_~@j(l3>
zc#2@*ZYJ1NJnd~M(`DIITDb8+mdvIbpL=^h#lHH*$eAg!;l6m?;JOyRP_D#i3KRBt
zm~Fh|Qe`4XLA9QTgHvPew<D;ZMyKBjd(IxHJGLym+&PUlQ)K)#D1fo4>i_G|*5q8G
zw8~}<H@dBb=Q}Dr@fd1ovE%#B0x?*S#t)^a7Cl5%=C<@G;>`$Cfqsd@{R&XR69x;e
zWmzkB)RB4vbx^DQe~F%k=Q?PZr`(@^p@;3F!ixw-q?Z@&bEDTy(yOq39}J=&^->nQ
zg!~`m6mE?qD&pf~ndp$qK^lmxTJCkOEtbcAPbAiIQq!F|E-V;y2@4$!*_T1&yYtVz
z#HXt6<=&*Dx;-k7cH77M?L5PG)Kq%0*_y|lyFy;y4UXG;-<ksR-!37TEFY4~MK5dY
z3qg21ol9in=9!1{_OA+b2kpl?FTZug#IV}lvdVBatOP)H@_th>j$w7EIYN5cw!CWu
zZXXC$r)E0xV@+Lj-)xzZvROFhy^yo4oR^t6GksfrYM@Ws5gJ8wI_WBhzNO82QR-z@
zanRwi^>;s5{gNeMPX<C`fBge?se=Z~edql1Jt%8$>H=y?1)Y}X{E4q*8KNFC&RvUN
z_m5!ru7n#PH5m@(kkgmN+s8Sm=)DW~TW^Hg;emgnrlU3TBt0b$X)|BHGCdX|eH^+O
zib!=IF@+^oY89eKl_f}Qwkr{*KTwb&q7$muztie30@8Br&X*7G|89dtC3vxP<Xe6+
z@nv@fGk{0#S(VK)=<ee-Y*&HUG!N<vAR+%(D)tah>R0BubjAdpXL#e|q4!%hO}uxs
zc1$olaFo9gdk-TXm<>lY?0HSVD}Ub(^>n9)IdDd}qT#$4DGT+}Ffs2ZQ|pBgq}b6l
zq^Y<MtyUc`&0i-fz;m|r40N=l+D07(WwXdg4v8BG9hnVG4?yk?G$*u%9|5@K1e?F8
z(%!7}O6XV$^4)zD4GHAw?b(><E8q5j{hmj$b(GzAy%FR**Y?t?8ir9afrD&4#$&bB
zjoR&q&qRU($?n{UH0L5__gupg69PV4O1PTEpwoUl8g1-H5q;gvc>fFJ(q>g;sIU*i
zbtAo0wp;3p&2iodb;N{@1qJbXPR-;Jnz$E`w$4P}k@G&pqx4?7RL{|k=AkC|5mecz
z@1VMEfO^OMfWV|k?Cd%SqtQ+4X?%11WSTB=gq7{8Qu9_a|2p@YYb77Q*it)HLViDr
zV*I)5lewpT1bw2KgbtiM0FQFGO7k55csDA^b=_QSMYHLC*Q+ofLIxIv)nNBTB;;2`
z{N62tm65aU!{uigf4owBfYT6)<`;)ulft}1=Np@1kj&-Dg2F;T6*a3npcSO>;~^XA
zSC@q9hQ!oFUMPKs^`$T1GHSCCS#$plTb}2``#Zm1g)-Pq7{Qr54;kjOj5U$GS@UBN
zvn0{qw^-o}JV02<NRX(~vVfTBG+BZ?*0;P4>}!8<*-ykGVv_qRHs_O=J;FWVNF90F
z#=Oj4*eNz?JLCDE{Qsf@=;1G#*UEa<U0IibGlm;l?zb;N=tQnDDc%L%WhjST#6^Fw
zLw`hVKql#7Bn4M@w0NvHI?*-(-&`g|{MkU!v^x)Zq_Qhs#XX1XW~i_M*Ma7aQmkQj
z6g%L<s6n_#SV)c+hIYcMIu?>i+&Id(UyjIRE5Uv>y9~Xy*8GX2iQX6mVWE8B!o{Xf
zcTu)2d3)M#@DQ3_Fe8yRP@uhLl&;5c%0;757qsrjsvM2w-ex4IZQZ<|YS5)dx?2kz
z0SrS+>Pn|eQZ<jYe2hAUClV#={Ca+>?qw3RhJ%zNvRUWs?e{I?rseE^fQKwd)b!gR
z1}!ODn`qu)dRcxTuY5FRPHVPZ?~!p(iIxcc+K>GWWSMvurbi4(F9x*anChVD^i2fe
z6d09P-F!~JZ~qfPG+iR72YUt6$DBL0JOK@RL?gY4Ui!4q*`=X&-Uy^3yRCVY@6eWx
zz}1ZjNj7{fn+#q3gYui#(_JPk?or0FYcvL~=W@1o47Cr>f8vI!@;||nx%ueRhYr%O
z0u%(kwFGLYTTPI6{LHjGj7gYI7-?A0H#AaE>@j|jv6A0LuAS*dhKW|(PGG1Dtz<%m
z0J_gQ5xrb9L~+Te@<y`wsZJW|G^{rRc>2%nqlO3I2Z!ND4t=@`@GXNB3Pfyta2gTR
zSLG<1KN+;mC9JW-y8+A2lujS(lUWy1C(f5vnN!0ci5mxR>v~hAlUVfJ#aTyq^zaIA
zZ{eWVIO}R(u=J~QI-Dhl8NSi>dC(7GOZ9`n;##JS>+4n(qGMFp^N%jYdh2UlHkenq
zE_!#lekxP?v?t(h!veNPY()Nb0!ODK2nEP!Pk%EkrG0b}<Fd*~9%=py0NaBMEfMC>
zNC!ZB<bOeX6HGH+Sb7VG0nMypA^@ldxQMKk{CWx!(QvTx7EB3|-$XURSPqM0)ri_x
zFvqMZ$rR`2r9M4zRK!rx)0OG_`uhv{K)2dx%PvTCc{TE|QVm-Hod7g&q0Id-cD5J%
z|E$9*T)#6&iqPgRmaJwb8<7)*>;SUtF-%RL1Flb;HWmW(!Jc#RXFfVFilkMM62g0*
z@o?mwyg0N9En<j+O0Y=ky~=*vq&r4AdvcH~`6r3m(3N01LC$KZqu@BIz22YTnn<X;
zG(+1d$~h*pBu|J{DzfnMM5Fsl4K!7pl?sySYF(L2dEj!jrLVeK+`cVLFpC>4w^s8t
z#e<iEf(Wx%gOi*A`7Fl_1%tOg<b9W->_`as`&JrbOH6F?Mc<s7<K$dHGf&Ua*TB$R
zb6Yd>k5r%b4CI$WN-B>SrJ|KyDdDrER8KQm*5^Jw`hvdSMfRl-^Uy&_Mb?v<2n(PP
z2j`=b4^F!u9Vl~!vgBq<u;kPO6bp62aB?SVE5kaYm~Eh#DQcK<GgH$<y`!<*+DH|~
zIF2#WyfER(`n=8~)Dq&AXP?v2_WaxmhA8a$i)HwWETrZ7hqtn_l5+RSUH0jFuP-9`
z`0H-nN30#*B0PQOewfe^3cDyf-><QLMV-wrfaG?y9XMOBHczO&6i7DmFp@x&I)Hc@
z3}irg=rxjq`MML`;UGzO&<{**{!J{xm8D}OoS6g*6qGSto%hv_s@BO68{^@TZa{Xk
z-hXH}ne_AIv3|=npA`nFs#SmztG?;MJm3rFV_;flq^|eO2!U6`Tiyrb0t+<u`>wm%
ziI*(ML&WW7A7^3%i4;E+^L=65l@RKoTVH{|*<T(alm7aLb^4`H94Zdyyp_FCai@zI
zMZH%q^@8&>@%~hcOWaVzxW@r+7R|(ZXl{l$83Xz|a$^R@V5CG?>#P}ob=r{_{wbq5
zzUyAbi^VpDHgWE|&*FR1^XQ3v0uvS3d!J8T*)s3s-`&q%7;{BKx^9?haR~?V!s2!)
zjY85Xku7iAuh3x%N$c=ld4~hvj2bY1%f99^Fc_#s5Xo84A;o3lL~YPb-a}G3;HQ0u
zfSQiPC{i62-YX-VJgTX9t5<z}mgsKtRiL3?e6`ms(euTyp=xS3oVi_^A{_fvzhE5%
zNr?lkS0Hr6yXgXJ=)xF{{JkQog5c_fl1zBOixSy=Vj)_S#r5A<P9|W#p-lDix+9JQ
z{9+6Pm;W8$G|6X(!9#ja>k;Vsp`vw<c7pFAj4$s~5;?&$-_G~L52~D>enC#iro&Mm
z8o;aV!O0it;TZ$Xq4e$d1?$G%0gR5{u+Nxj`pdK)hB(?SaZSkMIFZ<G71&S@RSUs2
zjDKj42f9IF^=Wq^9+v|#oO1&xrC;BAD1K5(3$el?)sv0hsp5qQ5%E;o6SW2Wq?D$j
zJ-#+XHw)_kQ=f1@z+wYXr!yz&pPbT;4N&u>w2UM7AjB(Aa`D9!QhMr<2W;ITo8+?t
z2-&#L4FEFf9UTblFES~YtCjY+U-N9TuNS{edwLjY(1ax0JQ)PS0G{>_pxURUYPf4q
zAUT{&ohVzYnAtQrd_-lRQy(gA9^VV1Q-ac+${tJ-IseH4=>{wTz`vpiXK_3QlJm}~
zGCJXY9CKKkj(8^5ZiPN-arzbYSV-kN4dlAs?wE&S2T?74tv9i%F6+8U=!HqvfsX4p
zY+Ow}Hvj3ro!S`wI<;jNv=ht!Hx-oXY`AWJ$(KXP=vIY(C7_zQdrf!RL~e_SDML<L
zZWS_9V3aRD&xBo%6ti3moV=EV5KXQqlDj1*PiK@Qp)+hdPVc?TUS>4{%ooyJmu*rz
zh0)#fdl)$~35uH4T}u^zy#6*$A#nl$6VvkGYNawox-vdle~^-lEHQ@$M-h)=OeTI|
zMP829xwpFatzp$2C?HCRQv7&^Av$GsWQc`5esZ(gqhJbo^1<6zQ>j$3cY0g7snok3
zJZ;n{*H=%Zk(dAB)^(x&1#9&bI4gy;{KRHlHuaqsI;Ow<5GI7=^FbVBw`~}mDHW+P
zHl78+1&}*;li>T>y{)doJ<#J_e88UVkou)%{u5*YRyA*#Kijtqv#i@L<R;0MC+j#|
za?a5!BKnz5MwDee<px$pu-CpMF{?lC+Fb<vni>N(n#bF)G}M2B04~5un)NrP!uC<|
zQSv_r>%Xqy%K!5m5$i&`zrOq%qVnU<Inz$9Gw7|+Eqe(Kk*|dQABamA+K1nG$$gb0
zfmyqg!RpNk{cRzZ#U|hwDta<VLJlnuK#5UJ`>DaOk0_k(@8{T`4Fo(@3hEE=BSKTT
z^kq|%xkL;*+-~7&M30hd*vbhbf~J?-VAGm;7Dh1jTOmc1gxZm&ifpNyhKzxZ9>5!w
z&RAwHRqRVi94k8>%B?#3?KUa!zU7YCkx!}Gx=)^+DysMBiTBdfwndbLf6hv6wO%kP
zwK7y%u#}wuFP!TWnx&&9hH{OX%b)iA{9p+913gslt@*LW#I;*J&o8QgetwS&Y6V?j
z;9U1bBr&h-+tz?NkGOA&_Y8l`gD~~DkpL8PSu<B^*$35Nq4hi}=bU^cF>V3t75Czo
zhY>2oh}Ht@j5C>G5(58P_Yv#{{R9irtqy{}V3)f8@370|K*hW+G|{s8(l%KCk-KWW
z`rLSo$Kj$L-pH)_Z>%Nh@)y<;7dAU0=I+u*B-xE)Vi*_`D!GL}>jM7wX|dwN<zAb2
zxL~1*X)Wrv{cJQk-_<ki_DDR^_X}`|i>5pGh32h_gOVXy{b+4)q4>4QV=JOtuVKs8
zLh#8i_)9e~wz~R+nw}Y)B2gP;h78|YA8%==$&U?(?}lyvuY|Wn409(k_$fwFs#r9)
z+TM(+0@pnroa1zqJ$Qxf0+EF|(UZrahK<oMDLAEvdy#J))ui0|A8H3E-PEI2tc=Aq
z>2lW_*CG(53Qz09%RT^iK2?OfD<7xdHkyfg5XM73X|63j=2B@E3rWAqd4BC!h)INP
zaNu-zabQ8VcUedTxe#xMA}yxj_`^c}`JY(M^(Q^bpK2zFaaPAd<LT=Svn|MRM4izb
z4iDVK{~4znK_P1i;HoRUR9V6Hnro~yrgwKerkkBiZ^rz?r1uVh2W_;wsbc%y4EHN9
zk`_RKOBdW@W2f)}`$caOGct`+yZ)W3Mmsb{R)%2gay}NuQ8UvqK&r=x(Un^}{y7Fr
z0hLdBgWch(`6DF+7`5mioclbXUc22mP^+)><5V+jr|s4tthw0gFQyvU95x0zO3K$q
zkEbo+0Lj(HM->p+q(Q&>>w~_f30MEPGflN2BHqqL&yi>^mQT88A72MKC|(l3HaU+>
zn5oAkma~0CcpQ;U&#4=bCgR9s`p8yc`Wi0@o)9;iT)Pl`S-r+6cK=ai9&lu?j#bZG
zMDuLzMESv>aqQBpOgy{PcM7t=Al5YPIL3)Ad2?$*dGp+HTiI^O*2@ynhwZ%px7wnG
z3$mQ_oU2a^{zY*yaa<f4NmBn^K?F`a{tDWB#eehE&Vw0z!bJMoskFbk=-^iAyT416
zgOA8@{o2s(Vb7E2?3U?{*ViO8%J5W4Tp-O^6I#Ic@U^3+k3!X-pe$vA<>ksY*OPV1
zTP^aqX{oVo-pZ#Q`dw!o$$`e+bTOm$^cYbuL3g5q-I-~}!w-nCm>mG6BU)u+JWt|d
zefwltds7fg_g=tz7`I;t%t83bux=tP-GMqE8i%VbpUAQ0$@9Zll+fSf)2sr7BFhB1
zm*qLR9Sf1<PPSQ)H(pNF(LXp0323yFpE=k2_t$-lT_c!}Xo!)WLT``tP)>{*>B{u^
z-`kGKGhxEZ`qjxL#5Nrz`D8_odme80U)ftRg92icgT1-W%K%W}M{)0xtfI`tgw?I2
z@_cxtk=Gj-gXOp8+M71nCO>@|efMhR*liqKA4yCSuT6`$^|tSlpDol3PZL?GL(|NX
zee5b7Q4|^il>13I;zk3~L!Vp~R-^mA50UhRlLLcm1jFJAEgdWg(O@6#kjHbS{6!)|
zhsaAajH9tVFvBYNp+0hCD_YucAQYhr)eJ?Wd)8`ePlg^M5RqQ@(tn|h0P=~N7wUhD
z#0=E2SJA=aIF4aBJZxiOag&S7xWX?=?VYtK?kVutMo3$Evsjd^o{tioWpOrBOC!oU
zREFvsTldQoKCgSMXr}Ls5+=qb@ya7;7p<}HXW9;OTp=O2TaaPHIBmRC#aG9O0DTXj
zT<d@mjjbXM89$$`zSxS7B90~lRff%0%qqRlsU}xsBb1*gO%(ljKO4Zv!GQu3;M)qn
zm|>(Rm=JooP#ad?zS@Q@LQ;D*UO*eQo#OynPG!Nl&i~fhyBo?Ek*OVaY_A?j?aoZa
zjAq&Q3y2wgh&7Kq!$Q9yR@hr2htzJrMAPkeNjqMFiMkV53`JB+>ugM=82$~%qzWg{
z(qTP~Rm?LT9|<?|dO;;T{uhmm2mS9b-^pJqlpvNx_~_Ur-942+tT6(um<S;Qh&YHc
zxm-|nSVAq8xj1scd{5B3#FBk#tTCVzL~mQvwJ%Ws2gv4$ZZU()o=bA8e1%LBDUQqH
zlfaLosnD_JEcAoOcKa5w{||3x0hHyswrvTeOS-!oq@}y0yIZ=uq@_W+y9Md)ZloIo
zq`Mpb7i+oJ+H3Fqec#MK!!XDUqHjFUbszU}o;Pk*CYiQSd=8W+U6!4u4GEHh_Y!ig
zI)+h8`-%6H(G|&55uL1vt=Z!PmDuEuoNr61$x6jat|gy<gWe5|-bpqx5YL~bslt>F
zFb5f=sxQqqbG?5lUA2B>hm(DzJ9zEVSq*jfMFHrPNJ_-BUAknWnR@#g_4Xv;bzcm?
z?1kGd#LcB}QZGo6<foQq1N!}0?z9OU!RU-u4TRiUC6pMk?g%0xp`)!@)4=_aKe@sx
zd$n)cyf|mYFf58f@Qi(F2`yyLpM)ou>+n@ug(+=H@~<>TrDBeMKgGKNS<f#_XKNlB
zzL6h3G$yqE(M6brDqD4J-KIEh?wFmAUnrbO=%UgN@@2od`RYJS-6HqHQq1VuqT`Z@
z{)>eH8vgJ}sEo%yhN@EPpU^%Bp+;cq@1_-Y>qP6omj&hga4)ehkwgMk1s@tEhC3qP
zNmknn(;oY`XeZ44E6>Wx;_lyhR_j+kJ*y8zg^UI2u;XTmP@2Mo8Bz4J`T|#_fb*}h
zmqOYV33g4#R8R;&*s5wAmA5W3Qude0f|1XMY}pGSY69;Jr7J4%&|kSVTC>N6wl(VN
z*G?hR8v*VGUVZb`bq6|N!0m2&oeTL=G<mIepyunFv;2doWdzTL8ljVAD&o*N_;FB*
zjeVIUgZQD^GfiZ}l{TjxhVu1&HKO6*I_{0)d#D!h8WdRuCv{}|S#V$SD9mcWC{h~+
zx>nJ)2GJGmW1+8Z7nd=dnMXB+h&ppWcBlWYSb1jtO|hz6-BUP7?$FzU`(t1=BL$u`
zqB*Cw=9oWu(6{^z#V~aJL^0HZr?R5&^`EKG?MKUtA3c9kouo$oh3e#3FSk<O1%aJ}
z@0mB-MVga9nD*AxA={2VwB^fJJ6Y9_L4_;!pWaQkI=__lozE5-^Jw1Rjnl9KkZ#`Q
zZpnedX_x#aOvTq_mZ>B78(*JaFbqk@r?u`n+f&Q7>y&q8F}Ma<j8;s5N=&^q;)O^k
zg|fZMZ7cKUB%>HeWpnAgxa`^UtYw{J?wOieVbD#TPT<s`ENm{B=TY%pq4=H0=*yB7
z{IZ>7{wv$*jgnf8#I{03CqOnxxXhXz%WHyphyN0WVo9)96;<G(#srfML&P+7Do}l^
zzH@-+9n!C%sT%u-a#YQ-#YtIO@FNHOXfqcUdW<g<!H}%$-(`RT8L#3`Byc~pKZ8LN
zJ8YIcdxB2og8`l+ol57uw|Z+S0ZnHr1E!8Ld4wB&R^|FZlomyKn^EFm{i>w-1=zoU
zF&=X(LSIh?k)CqE8ZHF2A<@*V{8TCBRd%L;Z(uoip(R6n3juHR(S`n9I@*o@T{?Oh
zd%VPT#EQy18GKXrwQxrB1$#R6^#`79pq2q!S0-3D*-@tWJG8?!kHACN7ZY~5(Iokw
zX4~^qx%vi`@$%kckA$oVlXh#E07``2EL*z~Mi#`h-N;*$*@of=OoAMG+G+j+i;?>8
zSPXetbT}sN-<+c({I8{@EFfC9r*=F;x`={%Jp_e{Au$D(r!YL9G1ompy!l}+8RieX
zAgJPk`#6!Q2?c|{(4v%Qn3w?>GPpfVLEeS4jO~owLD!emrS)R{@$>?e_@8$ieng8D
z5z!&KV~~A7u*i)Hj<#cEl$8%-0=h@E!@Z1%+{cA|06wuj{Fq}Q%4(4*JORJoD5}E_
zbY2YaJBXRT<bTb_V-`U+wTMT&hpM{^typS=V>Vp7W#}OQxcYM7K8zfPfyfO)#)dD9
z-(F-?^KCP>F&ZV1Vsb6BGaZTX!!01>uzsZNSi)E(??-C5zD70V1rzwnv8e5~*DnAP
zZxj5F4CX(mKc=~m8}nQ}Xyxy_1WKnxbX}+StZC<mpU-ncqDrT8*3ucZtM3d_yc6Hw
z*YD(Y^O!4BWP4{ll4-^A{7(>umpwT#ih_th{IkYqVu`nOOPw0}_IC=(Aby4LbFBT<
zQ&ewzWQRzrJ{S;KE^tD9Gk+qLp3I+jW0*J3E|!oKD8D&B&EK4#nW%v7>%Kj|rSLl@
zKHx?v-7p?6TAEiAl?oj*mRh-Y8Z||4smV~qJ%4Tl0`X~c{Fp(_0W(65gft`TE8Qlv
zYM?f-;9)Du*T}(L>IoOGT}#2BhBQqL=jl*LYh5K&Ln#)%c1KYJ1!1m?zemsdAg=>R
z=e|-+fL1h=5u*_Sv;#wrArm9(36<R$AmtIseP(<N@zYKhMV~~J%Baw#3Ft9Om$lZ7
zT&M9IrvN42*hilr(#@`(N<<6pDkSa@d!@jdz5~&(Z{(WyHLlQFF4~T1qC)Lns)*ip
zUIAKLkO$c-nLMa$tWY31v2u%U1DF!<<uOCO0KTAdA2h+cYMLF_=c3Gxlsn=fX14h<
zCO;X<mo~!hJD<32!IR0puKM~pyFi+;j{B4;A*u4-JVa>LgN#N4ubT>ql46B8kIMG9
z<-)Fc7BInCmbU_A3P_b(rC4OJi2vA2ecDnb^ZUL!E<qYb(qaSt_i~Kf&0po1Usi+f
zyRh$UVZu7+xB1`~e2@?N@q1(!$g%&pb^ZEz_V2eanV$3DE6)McM0W(<Y<9%o^Z*`k
zH++QeYYxu66mT`#RCGu8+mQQhe@uX$H!pij-{0>YsUt3AHu!!Yy-YMKB=0xo^W*mb
z9;R>c!H=M)iIN}>ep&sU$3l*rEfQ0}+0X%TE8vV+`Y&(-_=l`26WscNw>zsIh&^sT
zklz3;>yrqfytpd>qsoyu2E-oe%}y=F5+HABpk0rVyiRMZbM4y{Xe@bU>#2izHZEHC
z-deMW<nfKF&MSW~&(^ZS^FFtR_CLk$pGv{`4YYOmet%dFbWB_;N`4X<qNITp0BCBP
zpbC!_0{Rfm#I{f?nGdKIu&Nhf;NI>+A0h(^U`l$v@rMc%t4seJz03SE=VFt#L4frj
zvD>*>oILA2((nbf?M$pneU9&K5K>ij&pNqY?pQmN-YO40Ivp2H8miiIz&{2WOD*<j
z*Ml2s@@Bz@t+}eD1sV*DUA#ZOyn5uCc;oiawAhnY1TffFi6I`E7uy^r1}RqfjVc*G
zTRWZQ2s)V6H!|q3gmG}cmz$f7xsm5)z?^My_jBjmCirb1N$5L@n6goen}*pG)_Zt?
z5<8q|SX7HV0Sz14MSS<A9iGa-I~u}KI9cUx60St6R*x>h{3>;RluL&|@*|P3(ljG#
z)wb>rHWT!GhyG7&W-2Z4(PT|?-orf1#H0N%WQ-cek~f-t7dobJ^yVc;7L3$7{+ywg
z!HKt}!&4A(M7`IisiOU^O>9AayWXWh19$cUm7cKl<QN&TU{-zwnZz(u?W(>tT0ts;
z%d>nxu-kejn)7u03PbZEzs}5TB(m97jyL&p(`!b*-c)UpZMBD$l}J%fK2eJ5qLgrt
z*7^t!a=_vqe>She`$evUyV*R)suqku^3wTasT)uxY2I&dAZfjyuGB|omW*M56(g~u
zjmMw*S1Sgo<{zz?qx;jasekLmoDO{VVk)3o$&O~#p=~N4DFqU70BTJ5Ugali$OOq3
zM_V5m1NFUPp36+Igf9-x!;Y2lr`bcO(5BdemaF`u8RL0&f6);IomOjkUiBiEE*!#i
zdpxir?GloFxurHj(%+-(F_zHF*|vL$<1XA)`G(fh>NGZOww{Pq&5<4NEG~~-&^R<p
z!iCF{-9df&4gd|P$O{;aJ`t|#HJHaAaYTQNAt}%!ZQv@SeQ@xk{A}7db8b`dCch$Z
z5v*kQ0x9?W-{%Q0^kCNh2o%1<ko_gclsY`gF(P1plVcR0f7*?KL#vkB1F8N9_vOP*
zn;B^J$v?_5M^BN$F{FQt6dGbGK2e&X>?Fx#&JmaNIv-;Q-)bedL<FRe6OJLnQ$+`C
zOZ*GA8B|_POqzh>tMlU$9J+>J>L%54m}Tz0TKcrUapr``-!7HXNk0JioY}fq<xK-W
z=Mgv3I4d2)ApSA$GiQKCHS;1n9qYGr-`P{T&uHyix^H-(`K0f2uj)e8YA2}2rNFD4
zPMTy(&x4VQBCofs2?=Oupd*QA!i%Fw`H(?3f#!YKVY8|?t?oC|jPVT*o5NG5Z*-t~
zli5vN|B20DfQbsfsg~fapKb`cHt(Q{J^uRlh+h|7(&CX<bV_O{Xh#`Wvn)h5gkPhR
z^AvWVk2O!fvk(Mh+;Fu{&{9<+S52i!QrOqpn24ljj2F!uN_pNHZ@<on&TC<%J*THT
zVTgW~;ywzB22XM!QJ?DQk&bJy1VP-W`Iz%yP@3A>|9azMI$0-<wz&+Ua*U|z@>xaF
zU5TrK1@Ws*wEMBJgI{>&ph+o{Aa_p_bzp2Ys7UOp>At#!y(dAOhLk>_5U|Q`a31E~
z40GKe#k*OMXGJ?|zSW`BBaQ*?g;4_p{QQaj#{s|IFe=pbPe$mbu653A(b9&SDUy14
zU4r}Isu~M!jlmC&0RyOkSlk_Gv%B@MS~phe6*^@?Ut>S1!^-a-yMvV44lU@!euAPI
z#x($5S}31>;=-P@odd11qma)xz5=WncpZGxjt-aS$%ew_i|vl6%g;qTw?_zFKSAR*
zR>?wzeafZxviM`<N(cY3S&7gJC)xRjDYKFA!<3my7~vkNe`WjZ3Cd_Edv+(!y~c88
zGeRGm;b%Th((sD~rfLCJGMU_i+KH4h=ibv6x1pPjWwb>Tb2wnWrl$x3HuP1waWpp@
zGyUbr0LO{1fhx~1(CuE3GL;*~ei$$8*mbhvt(YzazSdVmiIL28lQD47SDs-#X$)a|
zwG*QNl4!^IX`bHunmKv)g!1r;kUpU1hbA-ITg0IT(3)g^kJ+tTev8?q8o$h~dA;Es
zhdqJ)e4e(7)7c5b!y*4;Qw3ZMjO7*Y!U3%IaOXhC)w_fe$Ob8dUXd4KtY4%+JA$S;
z!9Mb=*s}S!V1=UEokndLZmGIlQxPwrh3xn<FPTvPWHZ&r$Y5r1Z%Q)2p-}d)>WZtV
z@=83>parr5rHKH&QteoV63<{K2VMbu3?N!L{<m$1B3YzTYg*ceG*?hSjVwAvGXRT3
zV!kG^Z2&2j2%E#%{%y_v@MtwY(t~ox`%;aQg+FaCBm5A5gU!_w-XxvqbrLYJQnni)
zgaun^`63efzANyGYpW}hPXEqly07!NqzqMN^*LIsNX}(O8OnYLGc*#?WoNk(PZ_vh
zY$h!SGaGO|+dM+J3g;G1g|hJrxLjx&C${E6&UJt=gUq9@kRrNn!@s{!pTS5T>32V=
zSKjyD%Er}9ilY(TFO+|3T3&@Scn~TGpV{-B1@7GJL#V&7Au#2WE7M7(K?d?<%5=LB
zOB{waTm2Qy9EO(mwIJALan&VPcS2|fjZ_50)9MO7OLRtO%`&8Aba)XMo{v@!S)(Ru
z%>#j=5arUy-clVP086-+d1uDZn0A;A#L`<b31e%ooO?1904lBEpmY#J;lx?d*))f$
zEoh}l5+m^Cu@yfGQ7GY=+rpe?Y-sD=6;VJWa@Qw-IpcRXHw-nh&R$a8q4^q7to5tQ
zwcF<5?ex+4#CZARtS_cHsk=aEIGMyBdz4i^KgM7ORfmeiU)Bu2#N#h%rfy@q@-NcN
zUY?OYV*H&RX#mSjRl<e*@(?YH1f)-xvn9U*shycWv@J*tqCuFOF5(m-xrW3VEh}3}
zG)hsXiPIwG7bdGz-``?saaNeWyqN}_F0}>i4dygGk-?Q<2;hMnqdu_8@*kW=E#n)f
zLG<_nq9sX9`TDe-hV_IACJcFxS4QPxaFnpRh1>A4qieL9t-2aE4#Bpf(5!7@dWg%3
z0O}zYOgf+Xa-`FQd=!^Rnk)lNU+09f6f|LiF$-Tj3MeDBP~eT5q25%JFX|Mr-rvlb
z>^YJWeTj&*q?yttuB*wDP3EE2xKN$LFj6=+yAiny)&m{bj+SXr6?)Wex$R{#$iXsA
z$wmnfpNDT1D&ICcgMZBWv;NIRx=C}SxHuuo))%yS`!i^`#89&Sa)YI{gM1O$n0E=^
zh>cWQYUq!c7(@P_Vq)_YjUY6^CRgFYH*=hQ*{I^ic1rvJWJANUnr;S2iaq~RQVdP%
z+Bg6+a%LJ9;;E;N6G2_5A0-(-_RXwnJ=6E%Ht1o{QefClprj3*6)EO=f0ctz79|;l
zrsB3_5#vJDVGs_XF#;3_p^|loA4)?mFT8r{n9Ic`;O2$PnxO4?lAOfT&)zMs*EL~)
zaTRP~NO*+MTD5dKf`OQ@%ZVXYgJd*I2lJNzs13AVJL)jw+SO>FbzEXG8Al%UU;G)Q
z{V+d`FNFU#C>Fp@PY#Msg=~IYZ;lR=O;(n1-74heV#t{MRr<G-Sbq;7B_<ec%#{(N
zi3IXYXOvAR3khl#^x;eOQEV~<@ua?qwGQ%TK>}i_pn3N_+AMIT8SpMBZ;tT2wI!ZE
zCvw>t!-3AmK+6N8+WgjuZdMnWqA=uFKu^Sm#Y#mYxRdJP)$s->2aAKl(g#!M&_MFv
z-dIdO*Ri=6jurhPCjM-%-=cDXf6;SxLWd3SMi@&sWPO8i5KJtJ9{pLx|1+3Jh_3rk
zy(vzVMD&P=z;D5=;uM5%cz8^rASMG5h+DrIb|2)ugdShS`Ir5P!{Kj}fOI!I9@&<x
zwS!dJP9j}hmbtRc9pd7?do+kYJesz4d~(>`fzp~66RltdL5p{HP!;JQ1ScsLbX*Pw
znLtmyY%0&sRgKzBXOj3jTbwfvEin_4h)9mcaH4B0wp8?&jy0=Y1Fzg#jAQ5F89AqK
z;R!b$6%$LD<P0@ma4e#gt8dIpwjvP+?rT)^G!3%*?Bn`Dk$uKdk7v}OvERU>>lt{n
zfkeT@y{}w^#iQ))+dv+_I1*-`P70oWa)snG*eJn7svsf|o8FKv9{*XpF|eU`=c-6s
zf=>b59Lqq>6p$4y*oac?V~AuqNPQlaD7Q*?0_i~{?N##?&>MjFzTpcrGAaB$uGI3j
zA?DnBNi$!IRa!-Z%u`G~c$&9wKhh$0uh%ABvj@S=6*-Sq#$|mDdiZ1I%Oi>Zoo1L8
zS|9SF{~g|lH!$owUueUjBsNVAR_jo`vAT?}#89a13nf)RLS|{tLnsOSzb2>9n2~s0
z;x(XUKQhsy1S30NFA9EPHhSt*`z<)teFD{CjGSkIzN<$64jD)R)FziKS2~N~(qt^N
zBOdCbND%`;C!wZca}8>qFe&+#Z<jGMVuv>QPE8W|yRqN?$H+hMg+kf3iQoh$L;2W_
zPu%)H<elK$%v_%WPtTO<|L;zXa_(6kVoH17nQKpgMF~b2REy_&KIl)d^u4C+2i{Hz
zqXgt@|CsoGbeN^ff);)&NXw~}WB>CHe*2T%4~3e&M62^rt@-m_FgU?v!k^+!U!VfN
zUy$8qI1v6*iYZFyA5u);V!s;1@zZ7)N3>W9B*U-kcdre~Q2<6{BeZb*3LfJTE0&3W
z*3efu6cN&rbK2s9Yq@R-DclLk?_Q0Ibk}mz0zj-mtG;G25c#9JigmpH3q@QF9{FOd
zAfBzOHp(U|YOW{%;S^d>)m4{|Ihmi0;~0Ih&;rHsmTs)$WIm;x<7*iN0`r^9asA^V
z$#?(pNCB$k$YF@dU01G(%c{UdkN_7W6p5jex5h}sqAF1xq4U0pFPK2`f{9L}G?Pa|
zURo*JdTl*9HoXuPfNaw*pyQBSN!e~a{c8ABLkwLo+se)|p`&_mjGA~sDLcQ4(}EpQ
zG8Rx$g$NeZ_s-3i=elv`hAUZkI{s6k4&`7`A&;|8y^H98#TTsF>)v56dp%Ebt%WAe
zA)%$2Nf$F6kWI-o%A>iQ6>c{!<X%;gNsbDWhQbuA`-w8qNE>tGl^D26+rBi;SLL-{
zdnT5LrB0sSEtUY0ygK3L?7bxSMWUZUzonLrmh5lMZ|TfGUh0#EluDV%!{Oa`FjQ3L
zsVu9CPj7UTxYPe2+<f>Z+)R)JB^(hri6PiiqU87FXL!!H88)sque;4NN)FsG9&4E|
zn9g%!vIuVgpw4NT8oI1eN`@?xs+O)%<x0V8fqAMr3C*J+Sl9N%g9Iq&Qb)yjZsouv
z3JoRNs$If)kEXQVm#zIhN@5o<342^1AFZ!<y<s*xAFFH|znX$IF*aZmh9A_9HdRL|
z@Zs4lSCv@?G>t#Rn)iLmeyQ^aSVeeFtPdFIxrUvkBtfno9RQqJH*;6->j%2Y<#4pV
zfxnO)7@IVvti9j%PS1ZV(~B)LOk%FyB!P^xq4nZfO;kLrCd>n%rkcPi0<_NadMf|b
z57GBK^=sUT{*w|8Qp>MV64^TZeM*?!9vidH7YAy(=#@XIC;O%7x@f~21dX(1uo3Z~
zL3rreuHBU@C6REwb_b!4&-GwN^;!7X4jCyh$ijHh`{ouSFJe~zS@<w}ln9El3cR5E
z>CDikLnRhcBNaBsnMz#5`4}76AiU7F@Fw%!upcf<CB60GJQoHeioETA-xf6$8q(x=
zg?m|gruFb;gPOa-UR1OCz>a5&R?0qT3`02K%x%eTueRh`i3?p>R@P`(Q@Fp!VV-Wq
zkxT_(OZ2>PaM#tk+ka3@pLQzST{ldTHbQKGQ=g_=5nE=um3}=rUsN@5dOO#0(Yz16
z$@<b3RFlJM*V`TXtq)ZC9}-URe=Fg<`DY1dOXhD9j*~|Qc+rOKo5#C_t+Y3Gc+-R&
z78lf?n3A>kfm>;*#p<7ePcS5l*9gUrcx|Jz`DON<N#MndMzVQfbDD3bmgGB=wGa58
zqcpWmT^J>vP3a>GDoh`H>!$g*3tJI41#d+eS%$s70n)p#`@wt4N<RmloyGlebu|I|
zu`J)O+%sgl{tkQ)e*&L%yl-_*ya}l@FPv2P9|=~EQMa{Pn1M#Rix^FFqm$#@|2K6`
zsZVuI61Uur)v1n<ASy2yXHb)v$PbS3ud=;>|D20DE${7%B^SALQKAntk5>p8<L@(@
zsjF=<>cSS42n*p`sMU?{vG|{)qUebIV<My)|EIWTa14a<^o#YMagVLWt;S{lg4o+(
z`kNf=#b3E7_Y$rDG48Q_RgA=AF*CNGRQd|SHFFDE3L6tw6T<mr0bj%<yvy_YAX<zD
zn<_ck^G27t2`?%0x8vh-ZQ880x9|1?g&g$j$UHd*l;;PA1~PmZI1bG)K*(uKgg@`B
zZmemXwQ#66i+sI8@9x!{w!az+SPOw)(G8uknav`}3`A)3yV8EP$kC|d9e116KRgKU
zWa--k(bfggu*FRPyxj3U7<J})feVTPldY0iQMSBi;@;7mYR3WUawWtQ5clx9{IdV3
zO^veZ%Y%u0YWp9TD(xS2Di~$%we3mk21gnpB;$Cx@zG)?FA`srD=J%a@pA5tO$q3j
zP*3@N$4qarzgS)|4QHxBmP1G|<*@NYhpa1o5i91BNq6}wHxI|*=H&a-uGAr2Zd=nA
zE+d0PM>sg<=Nd1=PRooKM8SI)^d`4b4155}aPc8qXlhW_M%CU48;<7f1xBpOrebEg
z8N+%o#W-O{Je?2Px-+`%+X>2|7q7NmG&g20nqhEEol#l8mn;1+aZd66V&a^zd^d5*
z{*8%)XYref<JXn<w`wJ258?*j(zt|BX`wq6u||5dNf>i)iG;aGAA?CZ4D_H+tlABB
zHZX$9rP`al=CkDsSH$%!dfwMlK(qahhW^hqG2T!02`zdyWnq%Y6j#~QO^NS2J*M;G
z>rTSQ&pFz;zLgTs(@t@=-k#|z;%_i_46BB*_Stw}s@=~({%d~?9{4Y4p+6iUxcAFP
z@HjzMns#@DHzDv~xi2(dY<BaFzM$|D{s4cD>6DNhKnRp%21QGyD7}-FX`p+0;b9!p
zE2M$vuj?*Z5c1&Xys~h`;u?>?ZE!$g7*VoRYa#sF@I2jhP&Wttb-a`Mk&Rn|W#cnk
zkv)n&g~<eY8kULS*_`2Q0h9}+@IDg4_C7%Q{r-_55|rmtGHO>vU$d?Q#P0U<@P*~8
z*Dt@8h#-c|SiWGYfU@D~=)ue@BZIJYBJ8LtdC%s`Pzo)vR6S%5#{myNh4mv7l?@`&
z|1UrfTt}Qndm>2}5V5kn<j(QV-CW6Rd`PJ&N{+tMBl-qC)DO@T|NbZF@revR{-ksZ
z{1JR#!KZuRb6RMz-qs+AD>~)HePh$d?;6gvy*^!98^JY^aD1TEn=F*4!lR~Ng-5Vq
zpa952O~xshplbJvJNWWY|6JM>n6u;!<X+rgx%K-DakdWQ@ta-Zi=bBnl|`7Oz7gjm
z0_pWu$<J2xrrlZ)Y4dOqV)p9e9)uiAGA%sZ0HhcFczYUaG71sdnfd)Cy+&jhg}Fv!
zk3_b0F+AJ)wzDghkrg_2HGw{Pof2h(*N8@D-@DCE(>C~a#4E4m8cdpUPAtJt;w%f%
z{zEiMb98|aDAA8ZyIiOO3bNN%BYunpz<114RQ`$Y2u@DhW9ExcJ^tW3Scf|Z_q@P<
zHbJ~XH9*zRnen1r3}5LRGvH0g{c0U*FVQ#a0X*(|-I<`YAfHBj<LuY4qqIfj0AY*a
zWH!(8A+x!05f-ZOx4df`INGx_pV#{MVHe4nrk4xNzrNKja8~V!)^<;FLg)AX)!Y2%
z8FMoCqAvi9P%-&_z?g%%TX@AgdIgD*il!ohc>9GX351NN?d^D;k>2*8P$D{4DYOY*
zG@o-jczN()3q5`71<2uF5>oE%eN9-)lW||)y=x^XHSJ9sHb6NHA$+RlH*DwLw<3I*
zG>z|NNIRZG>OCMb>&@6XMy@7a1NcUl4(j{1glCGaUaZ=4&^-fYb}*;&T8rxZ3e&M0
z(s+5HX4r@!sFZ>71Q<y+q(nOChx;JmwmRWW`M58_zO?``H^lx`$kF=pyO85dD0Y4(
zYS{e}*7Emkl%m)Fg6*WS-;(_U+Y$axY=_1V7=<5W3e#XWp52xv0HEO9fAt7yUv#XE
zL$`&K&~{gccBP;JTirGT76)%Df5JTP1a%d1;fWq@HWO^AwoC}V7&oo;+#(Ve*a4Uh
zCCp!#&d=TYNW&%;CL*Se*YN+;wO_bJ#sBs>clV){RJ;B3YY~`!qw$G<W#q)J{AT3H
zNv>gF?YRd~U1|T7=}ah+xsy0;P@U>`Y<`bM{X#naRC0S8n_BVDvEd^R?R<{QC=p?_
zp#%{61h%S%eWy!V{N8(>@+~hjGq8wCOyqEi&@n0crV763cAY&SUOm0fRk7e7JX1g9
z4~c(NGj5-f=u6<HL_zcbI63MLW$Tu7f};Om<vgbcK%H*F&doe*(-;u6ODaf5Il6{4
z>|Guyc%JpAntkVl|GJKcH4oa(_)TC(FXhx3ggmsd#0?q;qg2B7TZ7QxktZ8RX3wuA
z1J6PaNN7xu;aG`|6(7nI|4lxs<H&&i+o}yg^Le3!55I3aa{Sz?&NDcaMEpC_folB!
zgmjn!(F%$IHTk+_??n%Iy%ySm6r`j{IOaKsThM~O73HTc?s%$pjjDFvDE_09lN2Vj
zhGJhWiK^S%+B!Q13}YY{@yE<v4f}m#rPiMM^mDXbc*sY)`__Sz68D^_(I_$a_n?Gf
z&KqV4c}g+*<74??T-BWJ{q(r+TGVT=g}6h+INN|d>H}BF$p7TR@R0xDC^=TSSN#aB
z!#0n0$=D2n)AxjQOI@$=mrc}~Szed%Y(GV$q_+QUMCzLoD$^75@MnwWn+YRL{xh8P
zPZ6o_ZJOBAw5yNQT5m4|K_hp5qpg6+@W@Z#djR<I{}Pe<_Kz%kIcUlZbA=j4fe41P
zcz(yA0u{l4rRh&NXcd9(gaymgF=}{14wa2KeG_-3BayoW<`$KJrh;~qG(7L#`VuN=
zL?A0jC&_bsTz<w;XC^ogJh>&5u^6hv#u@6vn7IllLk*araBu@JJ93c4ZubXdPjaf7
zp`N9O=RNGv?6nzGtY^PHu_izFIANIfNfaWp_x#psx~B+c)nR|7q=-ahr@mUPF=yoR
z4z+F*^xb8n8okN_#hOx2m-(Y-{IR9U*4kpX_VB*ttNtqMaq(`o1w-nRx>Slp5{bjS
z^$xRfPeP~l{u?*!`9PcT?!fbE36<z`58+s{UEauakw_$RgjKn0P_9-m5qP|%&M2ql
z!&FWqYuIP9>1MpI?z^;GeQYm|=SOIaE`paW9hKzh4ba!84}$l1SQmX=fj6&*4F(nT
zt*Q?(0?buRKdE*Y)sw54OXbUTQ{@O69`u5AP550O&pDT!yJrhbCx0rLo{XQKd{;%u
zI4G`!{i5U{DcpQli#a^5D%iC&&u=SfUM+lBzSrW;w)jK}f0w@7Vag##?cvSI#ArjC
zH=U!g#YT+AO~%*=4pyp0+mM;mNQ8v{NDW8-#nPag+l*ndH+6|ZKdvUqV})Df&qG_y
z;DOJTXp$PbVaAH#v|j*NkuMAdRi5OdJj4}64mvQ#q@?|^<tEq)c~qu^|5GE5<w3o}
zLu#Kv^{S_Z>218=tHAI1tj|XN*S%DBVt#gV=kn_M9gpQzuhz`jrY|JM8<}LPt;5X^
z<=b5<&W6-ow+}X*V^VDVluSoYl34);&?NrcRN{0mRMV`ElwzFg6d%q(jmaRcMd&WY
zA{}kTJ;?kLqyeY`SAFTujIxrTDG^GF+JmiEq+5(9<navJJWkJ%QjO-JrYd=M`)9|;
zw}_8a7jJGqnb~^Dlb}O1Ru`X>Y5>~rnoq3`XOH2BPg2vcdOVLqrH!3JF3(rO#ti1U
z%lFY?sa|B!ET8BK+*9Z(ceVUFQa3!Tbwg3~+;TB%w{JxC^r;$W`3oLDFX7TU>YL?m
zOw_BOBqvZ|Wfkm-72lTzhnlu`uH(|oS~Ig8p?-!X@3+&7kRQ3t%olC8t6#s^je(Lo
zl9M=tOP9FjqT3PxRwry5F~dpLx=<aTIgp#S20I;-O17R*6A9#t-fiP{-Yhe}AeQ7q
z8RLD;z9vSfVx=R5a(*dn$yHOe4miBI?y60yUSESY#lH1WyX5}8E%BGcYh(VT`~&xS
zFrSQaL)go3k%1OKU@N1+TdKX~%EgCHxdCx>eDi}5*M4Nx-B!B<KK8>%Qw^4AE#t{W
zYDUW<`Ix8q^pG0R%C2m^+3Y$`PRr|Aa&c2EgsQlcjny9LftIpQo-{FR?i(1gT+JPT
zmK;Kbd_&QVt-uoZi`nG^^XE<7P=J;kOz--Lg|f%QVFAXQ=2<YrgjAfSywu0i`%g<X
zDO0b)bi;zDFPGUZTfQZ>jCyX)r2&bpHzKG~=Fb>~!_<}T0Y_h6!Y=w*bZI;7?nsOy
z16@p7aO>(0MU1}p9ihG#mU08H)`k9(GsvI5l^Sklsg53H-29Ny#7)&$Zhbkyjh)7G
z-AmK(a{ck_B>BiJMoFglRvod0mE)vm4bYM^GnLeIDh|^l*z)YEONIFI1XZe9G|r-x
z>Arm9tBae_Z7^;Xr|Xf0TUUTr{d%UA(3&}y_8Z*!>%l(4>O<yTZuL$L_!A!k*k-RM
zd=xT_ye~8mckJ2~0DDa9qcq17jPJ6sairuJhzk@%`S4hAeq*P3wRrV(9PYP|nYW-j
zpVXNhLotgzO=~tSVV8LBGLp-9Bm1@qXrzHHRuQU!$SH>~wY+Fdx01Tt-3SISm3rW3
zoeXUHKFE$6EYGm8Hbz^~*3x+`)1wSzuWpW1abM;YbZJw47!E&&<1t!<>3m%VoehwM
z63mAY1Lsv;=*#xhhV^pqapzS>>hwjFapa~@6VFv&XZgJUe%z&2(k5`<*K<?dZqu#u
zt-x68iGx#W-Kjac7=~$_H>d<9vrQ~0uSdTwt{}*>Br-^<E8W2x<mF~&h%_px6@ZQc
zDs^gKtp}2%vq}%J;X|CFj#L6vA*PnSWVK330eUe1IB8p;js2#}l8}J*vaM0XYHkkZ
z=YSR#12Q1yTRl-SJc&KQeW9i82d-#m+T^oqVAR_UdTKZt3H}}pd%=Z=&VI4{MB)U_
zTfvWWhxMq*P&#>fUn$iZQW7g{x;XqALAt+s#P}<h-!2e{2XjP93NFo?-Ue4B+K{6l
z+r~q>163rY0OgUcq~P#R8ubunq+1RgC}xP6JkMvVhJGY@EjgA(2G$`bEF6H+zNDXv
zWy2gI<CU=*-bJgmEic=ouSs9=sE2uTHsM5u1hGG3>6$5nr9v~HMFT#0VRP!nnvj_2
zz_jQ^R<b4ByVHL#?!V<}Uwc2gRW{BS*`zab6tkGc2ed-WUbg;$MU9Hcv!dyIl4eAV
zW`5imO3$7-A!^}ax^1Pwt8<|ek=&CJ&jZ8@sCx#5X9+WwB||D>dEIJEb|nkmuVrtj
zx%61$&M#Hab31I459_?ySnG`|)=QEHUg=SBPmCp7=dIRazfgD>Q|8p^A6K*^V$#w&
z1=)MG%P#CUyORd*H9~T1;Q=^_!uUnPi!w!6-lX(Y>s`}Kx~kYWzFt$qo3sgwKyy+z
z^@jB7Aaluz_Ybt<-E&xPa}-;s=v=S#=EFJeo@i2HLWfMbc>r-3eT*0{plgR_t!=Q%
zv}>cIOun~9`#pIR!q};|iX&ceFq0{@U=y1vCfwi_;2_J{&x+;geC%t07E%8II(~mT
zifsmj&u?EbV@{Z|oCJvgl3n03l*NtXIHK#yi!X=x<%4!63=iSk>7J5ZNddkT(VtYy
z2i7gig%2wo(U%fl+7{5lqIr4mqs{~J7YHJ`pOsw!_57GB5InVuxZ0zc1A}hq5~w-B
zdB6-Gcwb(CeaH~$-?a8dCVCAFG#L@`z)&>ZH>j1}N&AA(KT9%*T%6maw9r1S#N#Ct
z>=lhhqTh*Xq4xBV`D}$v?FD#85Zfo3NPWSbG~LoBIY^;#z*BXE>Am-nZ}2outziW}
zM(cRir40L}6e;1MVTZH{EylqpCbdgK;wQ=5&HgSab@T<D2FGl3c;NkGf1T~m@&Ft5
z+tJ=n2YMsC%x|%oU0~vBFS!d*_(T~7AWQHc-$w|7(h#^I@P_1Li^0@Gw}r09#%F`#
zkn>I$jTxBWgn{aoQ+JdI@Fu`f#0E;v-$pBC!rStr^*?7SGJqbG82HlNvP6z0N^4rC
zlRH;2{b|-3x5A~DbERwy8z<AH5q_P_=QI3M?GBS146y>0t`PM^PDZvq%CYeRd3F{<
zFATled&6i-cX?N8W=s`%&8i#_vw3sWTb4u|QEMfgK%qgaW^jJ(m1#`UQb>p>hl=*%
zC3w>dJ1ZOjR$^-iz^aWnz+|+o;Ox?cJRpsbw*=kuGLU>$To0Wna~YQa=CeweNUS-Q
zlv@Zw>?BXUVLWtQrQt}CP_|2xZKr=|j6feu*IUwsY-%fjZ0d;nvQ?f*T~d>JCD65)
zg)Hc^n}er^-BtJ19qz?^x|-kc<Xq<K3gzeie0VdGdh@Hah*j}-2JZWdS1y$5s=_ZW
z(XpbXOj>1LuX2y(k2A{L%~?6V1&6d?fTq>hRuFOdoIzn#dG=1}kD=iGkD-8Yr+Xx0
z&K}Tly<Ll%<jRwhp<A~YfMfuWJcG!mwkux>>;MB|U-GizJJ0zsb4t@vRV1}f;JCdZ
zmoW~TuB-eT0B2P$&eNHKv(xkYBl0FiZ@?XnPw(Z=t-pF`6pxDP*HajUPBQ|kf6*3|
zFX%7XPqe=|*KFTMP1yMrgN3tbbf@jY!s)ou{WQp<Cq21C2@*7NpjWp3^FV*^yFL_4
z#Vfh9BN3h=T?qMivm@TXCkQMXN0K0p{TJ!^)UFS`I`fWUbDo|$*+b-j%$I?o1(U+Z
z{F~SnkeI;9&ADeevnG#&qa~O&ugRpz@?J9d!_368xl?VZ80U{o_`RY{3c`8pBx!UN
z#l;fc@KA5KjaXEVo-p`)e%;%+(ul~UeJd;w_3+UCEEDXUPIh#fdJ~3}!7UQ4JJ8$N
zY;z>#ZH3E?9Sp265&J}A9hd+M^O@60ddGVi>Wiu!OtwUUA|_~AX!{+8*~dGg?{`fv
z7~b@UegoU-T733%uMp*FuIu+t{nNO~<$8K<6C{G)`lrh&Vkqk}IOV+aKLP4_<m8Uk
zJ%~xMaN}z)0vO4p*m<i>Z!JU4gJD`Z;LGDf?^diV8(2~<bi88dJ0>!*YS2ur@OZue
z&v2pjBA-@V3PsAOX_46Vk8r%M4P4xb;JJ)LuOj6?{RW?G&;ju2fR?ckP(lq7#ryG{
zk5%hy^pY|@GYG^vM@yQF0&&|nNcnw2WnmCYL4Nuq=)vKxAH+&SF3$LR>dFc<sh))k
z<+MQCw7ycBPBesvs%@%4Mf?&KNZqzhdghH1S8IS5KeVn?0lHshA&|gn&sSTf@0;W}
zb{w^qbzqi}yEnJ=F0?~)lh4YIhRmC-cu;}SpapRD;aP9q@LT3Mm>d3%FVd8)RL{8V
z&49^1AS|oF03(&;?9hJ|V$;u;KkLG*cD9qIK*mjmEs0JrvhN^=F;M?XO4`J@@~Zx&
z_;qDz#|g#M7MF31O!TvNrfjSV>Y1Iu)|Y3ZJ+-8J@uyN?RoY7C8cT3Vx!$vU469uf
zY^>8%dJW2*FYwSpO}K^7?>Qz2-5PFtO4Vt?IFUDf0@d*Yk^SHo3B7!2$t-jub3ZD1
zyvP;&NHt-~uw~wa+B!mBU{_di8msE`_RXN_k7)_dOIT3bwkZ3i=0N6rZBzEs2gCR)
zUWb)XsKz23P5+K8Yu{Jd=wVSpSF44Y(6Q(g{1}0(-KbR}?FN^x1Yr762?$WTs$bT6
zWF8-^CeK{*bG7>|;K`IU@QO)TuTP<8Y9GGZh}{rm8Sl9H))CzjZoh|%s#!WVl)`C=
zYexCWox$!V<h_2!?Jeo8mT|3@AAceHx1iVwd4F`n^>f2qJg~1rj`bN=os_sxx=;en
za`HNr?6@lJAJvvTcij$aFa_fQo>4z8QA{FPdv7L<kn7p~O~k#hq+B8#z2}-LZFB#%
zCzE(*B6$&wPuc-&xw;LM;4`J@m(`a;sYikP>ZSKt&_K`kz0mXg>dIAKJ)<=<$M^LC
z>_zJpIJ|>6{0PnBSMGZL7EH(+RAE&PLPa29hqo{vL4_~19A75`-!2M;!1QRO9g|E_
zFej8y*L0}dL%sMmTA@(ltE5wIdU$dHXmX<spswdb@WX?TVl<q;jr^mB6}rY9Z3Fu<
zC%J=N=PgH`Z_&W(YQb*Z<}8IXrX|2pr;~3CX~U8HtQruJ5;aJo(q!9=iQmI1lNAI0
zQUwM(-P4cF=2>EWP=7p?BH!P|SKtjNwgnht&_JQewEpHiN8Oo>ZZVNTG3#2XM_jI7
zUH}}VC8}zjj}lgo9Cc<?Iduz_*#+__TKW=%e28+}RO*5|$ib6}0b~^fIf{`KVl8x&
zsbU7J?c|Cs2}R;LjHMN466$TdQS?cqY3&=)RapBTI3x-ru__0r2?Lp#(Z>7;*(15u
z!YXQuFKx?|tK{c2KsWVN=E{W}${fXv3lcYiWHbCXP6j^NswC$aSXd4{GX+)vV$-tD
zTgYT;HUgY?6jIfi_))bO5?tpaxg1EHnXPN_MR|q+IfT0g{RI`o)U{ygjXIRN(Y?eQ
z;2*b;Qb@0%;txB^^$LI@!Fjm+UPWPG4MoU(HBR)j2|hfGAog6rQUg)V$q$lJQHzg}
zFhEY@yr8{;iJvapwrvS3W8W(a&uS%R1LV^cf!!3X3*lAA1IhN9^MNEA?g&~KVCLwb
zBSiX(AB%j92*y5laBa%E77h~Fgw@>&M6~^vkr5ku!P5#PibVIvPI)2Cx0`xCEU1z_
zexHicX>C{4PsGGqUMt_t<6dB4O<YXgF@WgIKOL_9?V}K3W`UyMp}43!{_^{G{`jm-
z{o~hGDW9T4MEpb!-@lM2{62#!g&xPPFKq&xr2*iu{U2BOZ`b*&F~skKkH;t&62MsE
z+<90r2J|jZA9p`*E~&=NGND33uh#GE4w*?sNP1Ox+xUG+_3LxK-}hUz2K69|8OGL=
zuO!7<e|T+Bhz$SBSK9jSD^18*M~Z9iCyl?+DqryE)jHAZV7vz!0BV4%>n>kCEmIcT
z57WG$LOf2xeR<3MWp%+k*;wO3mC{m0)<YwT=fUA|LS&t;*Py+u-kho~2qtk+p{A{8
z<JusP`J)3(N22*A|F0K5?Mts4%D5qoHPnK`;%W++i$%Sf11dqNE`p`nRwc5kLSgZ&
zXT<%9SU7HyhPDxgpY2BNjK_i*6J>y5O{*1^sj^q0WO9<qZI@<DC~~Q??&jRfG*Z%%
ztfaIlPwGPIf}n>lG}cO~P4^W{uOwIuiuNJw`{Q#edk3+d)8p&uxHUOwtDD24w-Qe$
z&+9Qx>oH0l4E&w93p-jTJx|Nb?^*k=SDGP5S!!x<QUYUUwV@Y3?u*sjp?@vNa`btw
zGc>j^NZD}4pP9zV`nth8X*M+#KLI+;(s58t!EIx$gW10KT)V*omPvNC*Vx*ZP3zat
zqy-P0q((g1Vy_ip@ky5iK%3NI0kmldP65&_=IH{klUsjPbLw*xEh<CO@ze&y;;6yl
zIr5c3?U=i!%6*U^Q2^-M0eIj{0ZLp9P$}hMD*DWKv}*KglX>~nn{%ngiE)DHX|vs&
z)lG5`Yo^y)w)^WNTxo~1<VsFeDAXf?PbJLQndZf|p^cxDurKuO>x`(su6Pu6->pp5
zmW;uiGR$+A?lW}<QUDdY+38G{Wqfe&h8nF~-Sn<3<%JQ{+j7C`h<LLoPU$C)cCwFa
zzUtYwWc(OoP7~2jMCdhLUG<PXpheZ`h;zWnfzvLtcp9~KMcRZwasJ?>g?m7z!Tfpd
z`mCVf+G=oJEftPr>YTsF$c(BY>gW5zP3XtlW@H9CobL81b9VFv&j;qOxGBN;pK%lS
z@YsJ#n-Hge(I)s)sU>H#BzMuM2tPac@Zs7q5ft_KNWuI2(WDV`b2dEEj^Ah#z0UuU
zHnCCxXcNA(+vK#vVk0tqGfmDwtOl(7%|KL2d1W_(j4Qb%jmKc=9p>%LrfkBvQ3?L~
z8iyGmb|&j*600AUx;1B%cE7)*2#B412E@+r^P&2%Z$E8IyvjOEa;J;j-X3+`xrUp6
z+;N{bmRuv-sC9CGEIz&9NQbe1mx{eR&99@y&VldFQw21L#b%>%PTQ!l%wdOGkL<Hj
zT*N4;1UjSCaQ{A#iC>8DC0C6d9p^FrOc4FMI0iVcOjoY*CTjzU-0Pcwi-%Hp%D=Iu
z&)4e;^1EEqowUPYcgIeEbL^_m4G-^RJFG`(pLtj-_BGvgMVTjxD~<d6(~JjLaM_-`
z-)|VYIecl2YImcZ@Mw`<b)P_zbtq8rxzyke>o|k|PWVgA#gHy&Y8~6%qz2#G+T`@y
zb#Ri7br<T-t7|K2=#OOyYVo7^#luh==6mjF9Vu!3c>UE-sO(nBr-J63iMbe-W?+q}
z&n&@~R{}RIC1LpG$NgVF5a;9$G?!UgIgzhuTIm3{=uyRrc8#Q&dLBs01-B^^rQq)3
zz8kK`eDAD_E&@1Qj&VMj^kq%eneN7HO>z&wMyjq#wG{<Z!LgnD*F=fnZtSzcC?fS*
z{^F)uXJxexg+U2tGL3+Gg{vi%Q)XX72VuU&D`NV$p~}bn(J6^R{shOG<~c6~5Fwpc
z#-d3R->vdcZ~77qYP}x!CwG~?E4Q^6Wk#Sj(c~L?9$$00)WCoP*^?<OHS@4HgXHU_
z5|;rwvlmXB@s6$xwF=WY@Ag)DqseM)6H0wAsizT;w}-)YoJ6+1MWm$60KBL!_G+Ha
zm!oAxZGY3#t5og4!DO@^<Ot~u7Bc%t0aK=bStl5a;z*Db)L1ipfojCGE=xtRL5IwT
zX2`+;@<ytigVVooButo(cR6;km@j4m@-u<v7vm2P0&Hlh?Ck87@E0VE>k$<?A&}6>
zo>U&!VtF5Sh);tO05I-zUS2nUhRE9<4?s!tYOjsTgAH#!prm=Tqi<rOvS=Gtz*>--
zPf^JsjalHasAE4|C_DuvXb+~t|I;3`H<%!4wfYI4e^OGee@X52Qt8zq2(4sljT%<B
zAK9IO<%Nm>%2$edeksNGkA|+hNf+ytJ@_ganQ#{~4|i`LQwKoiKZPw9t1FOFu95zF
zIr$Swd#;z)nJz@6s7J~C3s$6=#>~sPHZ}dE9!>k<Z|q!)8+v*@B(>zKKri#+2lnOJ
z!1sPAyMt6Mn52ao#Ce#xScB!p(J3!B+=$PznAd^Cp+u1@K#E2%+-A@oRBuo;<H8d6
zbAtk}dnFZ~v-!N@fJYV8bV@bI#kP_eCw}yvDU*j^&DgKQC+fII7O{gro{t|b#x4Q;
z?JJBVm>s}#ESNuk%iLKS13XqKEX$@?BX9~IlgVDS&FM=wxMgASxPhMmxn2~zXLFsj
zH_EZE;eVUkslHPVB9yLu+f_{pCkgt2{1u=HD7afl5g6X$66`GkEee-(Zm=_q$8&vc
zU!pxYBL2weku^|C5hto%S$@8ofsYpCjGmD%ThKz#!kCMvRjKat+X|=LZ|Fp+Sidyb
z8Kd-@7I<rP)P$x|Z!?U4MrJui^x6ylfrp+=-sUQsHO+)+VV?O9G|bXP&jtHmo(hTQ
zO~eBT(Zk_a%gfMaN9V7~mrYtske&y`HO4%Jna;ewMoD}KGm9Ac$0_sPHzj@f_FeS4
z2<YC(2<7iv1$}7=-Xqxa6!6C3*OoPMMMbv~62FJH&9O@uBNxFVnHN%zwF8Qt+ITA{
z^@9=VJ&-Fce2k^1W2E-Me00gPB5L~hJUqc<M6<=P$9-@I|I)WdtlJlTh$ngta7;Y(
zd#}!t4~Yf-A1F}3=BpIZ#QJ;X#|-@J<X_ZrHdkPehS-otn0)FoRCr%ccj5NVykTGW
zQK({}$Rcp#)%DQ3gZI3!%2(&z5L9yQAD2E_nf9f^4*T@YGaFq-fS``G=owm6gUz8n
zA)-SgxFF@u#AmAZ=&!N>>uosymnhg3XSoGCJP<ev!Oj?=TJ!dwqR<<tS|Y;sIH?H?
z5njwz)#{pu<s0lD@B_ye`WN->6Ti0pbpC>gU%Y<sl^yj1gG}#j4ld};T*L9XVr^yE
zN9FhJk5}2<hz10Wh|FoJfvY{f4gCDlR#7Y2vJ0v?d^Uxl)|DK0zsAg&&p#1<eZ}-E
z3yoV3H}-?B4IF7BGFgjDd_jP4R3IB@&t41~S<izqC>}HM!KLl95c!^gks=^g)-jsC
z+R*K4=~28=Vz;Gy$vjAqD~@QV>km!q!)!W)yOc+}BU3eCeCHfTLK@Rkn2F9c0&EB4
zO)3)%ofHiyWUg}G{eX!d4Xzqxx^VVUs0eJnVWn%Fd5ZD|+s6i0iyU5nhERN)kCu`U
zghZ`TWyOmAwTl9^*9RsJU1=V!)o!8|<1cS!V`HieMsV58Zii)V4{1Xx*}CS~8wUrA
zbAyl-mKogA8Om<dG1FhE?WeKL+4F~iJ%?PE=j$#7QmYG+RM4j%5#x`^rO_`jqj0%H
zOgcIsb~m`Mb-2WDs3R*FNZ&n;bnb8tAQFp92(Wlq2xKlIltR5dV$5tA1Q0Vh%g5e}
zue<>W-a+>IH$q_~lByr<%Vp3KCJbIa=l-$O_yWcIW91Jux~&kZ{%7bD{R{f|{enK&
zu0370*D=Y;T0RES_bbr-QEwvl=N>Ti?sWr>V120!2|ZaC<_{$E+?BNrBzUXHdZ@bz
zu)*Q4?5g2j*mT|PHOc5tOvMGN9Djp8`+NTZ`gH7JAR4n?L6#9qEG{?I`R39LvB{*9
zV0N*S)H0%cNYJO^IuNC3W0)I<!rtsIaV>kMjuZ31&<o_=T+D-x3RH7>p$qKBP)1yP
z=X)@|`mzQZw4(0LBsRTC5l-)70%E261HRRgXpdA_czuOmV!3G&7&EME3RK%@T{`$i
zC4<sX^gSR=_L(q^J!@8-c?%B4hrjq)1)z<&3?f}b$jy=oT$<v`_-DfPhz!|LRLhx-
zQQiW1H!Jp9Swl@xL<o==e+HV9sHmj`D-4am95>Y&9cN@yyR^!FGBH{$*f&>X1`!$l
zg3|`E8ERCzAn?%4Rk&Fb()^t5_6?rUMJuZ}sX=~3DA0Uz;h-;@(`y5n;#JFTgtb+D
z+k?(ywtMT;pulN0`wTX7N$DAiJ6e+ie{M+d0Aq&n+{X-TlvsDzAGtuwjzKf>_tG?4
zdpS;a3|Kk63XAZ6)nPpbuBEOJ-S&*%Ktv6`=PDCLw01AGdjerScvg=l$eh^fUSMsp
zi>>T1z|9w`jyF?1-Y5D<tGAd@05G8Evz-<uZ|k@-^6a@?E%&frghSCPZ*L5z*1%QA
zOmm^Ly9)`FuiW29-G6$u(Ati#fIStbV+nJOWYE8O2h1oJ0dlgzu_*1f8WaA!?0IG*
zc_E!@N;s8{C8RT8sBBucK+^dTKS=2rA#aiiP8eK|wvW&d*LxYBnEMJ>_o17~S|}#@
zQK>=zv@}Mt_dblHmp}=#4LQem-@Ss=O_u}J?2(M0hu2lR+gPW>3<ai@a(<jV+V3B!
zPThMvQBDzLCIazZIc6fNSMM~gDVZKroIr94@+++c%!*Z}!i((F%Ee*=8zDxJK%*IB
z-bE>uY$J+Po?963D>bAYzMTxmbUpc!?{MVej7R1>pOPN&6_T8$zfqfxhlK>Q&EuA0
z{jh!!S)8-V<oaLUYcvC7A`HQQoVmpUICHBgME)by`ibx5EC@^K=e={oG8jDr@7v`*
z13mJg^;}}foboFIJq-FBiJS^6<N_rsMK$cq!JueW!9ue8c6nEdm_VpJ<!yr!nwa6%
z;W0+*=U|fEW~pwFNpe#*mAB6E@(Id@bt6VJ!9lW9_n76z3o=uRHJ$2Iu}tW$(q9}D
zU!-F|O!d-SydkGn7+05}nE2eQxo=4m42bOP7o%%Src>Z;QXa@xn8diw+Qk6rQJ0bw
zDUv^M)r`g<^Y3!0OnFcx@e5Wn6LS&&WX(S)RV`4%l}^&xyC5_Biu3`o4EG|^wJ23^
z0e+dDO7Lo`z9QA~ZR7G=?s87|F?wtPP>t+s7u;kq7CwU;JM1oc@}DCWV3pTu0?J$?
zR_M8_xHfoOh1jZT>**+g#n3fvL`pYDOn~n>$^5AOI*Rx3|FQShVRdEMx;GFc!CeAD
zg9UdD4#6FQySux4u;4Di-66O`aCdhN1b4fegrusv>U5v(KKFdjeZKx9VP$2rH;gsc
zoMZjw`;LM0(Y`ls)SZLT!Ft3-<x-z1l<@Zy1^sE=0e^r0^wa+MnE`)$Dm`Tc6TQhh
zzY&=q)TRaZM^Z;$<A(9z_6=&FDHwi6?<byk{BA13CpJZOjoUUEl=E(Zlik$4ZiN*9
zD5fUPwPizm@qe|viWIO-Mf>%L|Kp$v{s+35Y;$SP_PlSC(mlS-xJgmZRsxpt1KiR+
z7_hY7q3vmU%(J3zQP67FCz@FH9f<n&{cj058QI5hN|Rb{!i>quIB<fpMCWdmQ}pof
zPk1@lJ3DLV09LWRD*46o%-cF5Pk=KeFT7VXtj|aLql2~(19<*)^R*(}20^dQByY5p
zL(oqMwj9L!w15PSoovMXHFkOaUtt%@g7UCHD!yp5-a$w04eP;j=*f}=w7Ci3`WF|V
zgD1&-aRuGWCQA&kbLEp}6xS!0L{Cy5Ux9yK>O%tS#K9_qS6?;STenDEvz(k1)*P~Y
z`|TT{rG+XU3X6jh=QS3wn0gXQPS*Rzy#A!^<|1)8s?6J66F|c&pstz|{$Hu#(erWj
zT9a=tnbhE>j1U0CB?+MKd0*Nue<UYN2TCs=bM_C^JwMD~@J6sDE;^{JSv++;{u3M(
znxYI7!POfo0590dq|JBSQXs)SP^C=grnXcrQ+#Mdp_GF3Xar;Bn^XGw(lL#RZLeq7
zYDlTO{Z2mQs=dfkH4Af7_p`gkoN`+5r`~sH*mdj(kFp-_JOm@?Zsk!8gIxFN+3Rlu
zSt>MhBcm`!=;X+w_g6SLFPkt0vqwqiq6bU9Arj>5iYdwh(wGNYo0(k3d&v>)xjp-5
zG_mG08;Y=TaJQ84?PNd4w&y$1r!jzFzonmhpUeocX=M?X7L0Ik43%TP76RqcDaP(a
zP*`|5W5M&G+`fe6zR{2*k!o)*`3n!-`wpAoiNH7`vsxQvY(U{<U(!obqH74rY!@7K
z8+_p6@MV2QI6&d$B14l4(iL0}`(-43th3&$d_=AL9=13mN<+l*Fj)K>jMzhRP&7Rq
zDR=kNO>1SCDK1L4!$?ZSDG~iwaoY*ToU1A?YV_P@hl%o?m(E)?atq_z?+8Y%L~Y;}
zP+So2JEt&xT4$33QaEDSPYgd6ZoEU&gWNfE|JJx6$g{q=|CZOiUMBNlwm7jGq-`o|
zbG?re;?3PgkGP`JT0m}N6cZY!p2B^I>z#F8{|?<$*zwV;$D+%5JPabV?<8#YD~9gv
z%*g;nm$#j2XW++u*F*27`oBfo=;4U!I60lBINi6OH#;raDUC4)vQVlmxqofAgEin>
zqz?RrRe;A0#D8gcwniQ`JoznutKpGyXxnnrjn%m6@Yf*w0;JZ<4jTCFs{8y)G)?^G
zSDe|K_BJw1dx^WTqZd&h_sYqn+9arkUJS`QqD<5cF&qU|5V*510_rZCHqNj$k6Wmm
z23hI7APBq)BA%m<E#3})&>u4$-m44-ek})H;E4y>4bFYmpllvhBST(X^C~*0SlJ9U
z!U7?^XKBe!^?nqu>Y*-aq@2<%;wOq5kNlCAl%=>{Tuq)aL73y-OV;&%>Zb1Lz(mUh
zV>)_1=Mgor9a6#-%Wyid%E1wSA5x$lVA4Qat0R=RQ*OS8iKQl7gQgN^^bI{oSNiB=
zYc};}Y+Q>PRcNd08e(1IIz<6o8jSz0pK<F$hbcwlFo$cOqo~S*w(?h&Sm+mhsq9+L
zX^JJCbgU!`kka*c#wRMc@eOWbKI*$KU!%Ppp$(mNZQ^&Bd6_M}IorO&)4@=G@x_Zc
zp@EGZzX6)`1GjNUAWr(;xGX*LhYKUJXk0**WvJL}_7PBI2qPAN0v_OYWE35#-;7PR
z4*LATK<Wh12x+aM@nSLhNRk=#ty9~%epfa%ul$(#jKY73Qv7#c{8^l1TDoh$05#}a
zI!5DV!JM;MsB$EZci@50SS`#;KI3W@p4FM$osEC6Uv<~1C{~Lc6v!g#3-32GFz7KB
zc_{udZMR}ATynTt*S<iKunJ@xOWDsINt)*xi7+)MG!&M?r?E$rW!(fl1BAB|CrG_%
zG%wSsr$I~ap^Nc!C+|p-1aY=(>6|Zvxm+ctSp`0Se`E8?f|h|{->B}Hl*-7*u!-n}
z9GH=ZU5lHH5$zmbeCPJk6|(xQNJvOXv(*?8H9>06%299zaO%OR*0n~a6<E4Dk}6aG
zeO~`dRh~w(N*kUBBR6W>5`!kg=E=vMe6ks!q;cukG<=1cjnVGUPy_?wYx+LYW@^9b
zEuTLTaLjZWobG_LUD^)HFQY8aX+*E0=)Fa~703X!pnj=uzP5oYv86U=cF}xMy#`eB
zsk++z#KA!EC>W|TF$&yxKP+72rl@g#*!3C5{xTdP(v*R&O9$Or$r?-hO|%zn8~GiM
zX}YxaenRV&1v$zwMea<Yos7MX#^fu(uUZ32B2wm|lV6_E5l#7}6$M+--YXbsIS8_{
zjVH~IDy-m)Y>o=3ebh!T-`;b`UEdr2o&1KJPkn9@5)Yd0vEh}YU@p&9K4HDeGeYN6
zapx&IvC%VmElS%NU;@d~JFPiDM;dqw|1Yy_&Lh*^!a!~N_dr3Ys(PExbnD`#mfv#;
z&<eKQbI~FTU9pRodinUL3c<YCp}H}v(2dhHz}N_iy6n{Gu&5NG(cO6mBaf##<0^fM
zjPyq(POZ<O8{;Rhh*sC4WFUiEC|!=yFRS2s9TKRs2S855s~@k3Zav^V+R6)`W5=w$
zesy{~M9llHzUx8--mELtew$vH|1j`puAuSkDSt8ZpmgOznndXe;MaLB&)1C)f`-r(
zfGaQ#nFX%uxBSHlN>m!;V-#*1vg{76b_#iUV9)2zUIJt}E=GZgW9J+j(Ig!m(g~P&
zWs62t!JhGk81t7?Y`z3Lx~4H^`EQ-?5?)=<6!_00VUrawfk=f?8HZc_<S8cPPdr7q
zLh*+B8}g_W#`^i?pdBBbu)hBzP$3A)hRv)Xm>Z*eZTh6VQ3NY2&m;-B)8hjD)Qd)b
z>$JvK2Jg>BM>f9;Q>G^YvDLb6npol7?HP38$6uzmsplNni99b+D&Ls;mP8A|7{p*g
zcR0ANxt|>!87IT=QGLS;*Op;KBVjyPvacE69;_OpF8J=;NZAOtq14#2a~3Py@CmJu
z?TzS$XNRhPg)uq{#8&JBA4C5#&3MxXAD&xB{w+m7#N9Mj*9a`gLv&2cG%@_3^$ty>
z7R^VvaX0Xb7$*wuM<I$`!b7;9iE;}#-j5x^YVNu-;C_XvCY;nz=dxOeaf~++bFP9?
zfUV+uS<_^3GVV;uFtA8v!m3O)>Po3zc7_Q^2~9w;o}1Hn#?>ai@tE_Lx>nW6Lxuo_
zDzwCfgj5oDhg2~q3E6$Cm+p&MJwh90`38PN6+o)q%R=M$?L@i}=hmi6b?XAp3B4wN
zYHaNG7Bx~;5wLNZwIv5v$iTe1b#+Kpw{>-OT6BV#$Xt8{T$JQQmXm>TI*fJ|N4OD~
zI(WuflFQ$c81<!aT1}rPXPhsoqZ?WWR@pkl$197W0O~61UUKPboz*gO8GfGSw66T>
zhXn_T+?(e^uIgrml9=DEl@jguMohI^Wk&Y&l9+L2LFBsk+7b|OJ8LQFSnjDUf)l?J
zSRwMa>7xZu6|H(*Wsa_jZDgxH4_$A1d(C>8)v}~Fd;v5iOX(_09c5kYx3$d#^l6(Z
zWH<*-uf6WP=N;&ygKIeo(BmqDm9*C)5Cb(<E>E=wW<MU0&vjs5A~hj!>v$Rm7D<WR
zdlyb$GR4NrWa@kg{VUpH`riPREUF|@BdJhjdScjKKOj#D{TmJ3_x(eQnEV2!uJLgw
z1a?qNTf|-Ae_uz_zIQ$Uf=|QgJ5#B8brSepM<eFi$(l_Jx2P(p7g2UuL!1ZNXCOgk
zljNKg76?|lo<FJ%&hiPu^o`^f{+9j5#yFr<QIi*xoM|_eH60YsT1_aM69}~+c(l`E
z{Mem$eJr%OlU56UFQx&sx%#7+rYf+5m2^8?B6-Aw67$sGuQg5HLlMYjcN$dkH9=GL
zOHdLNi`<hD)S!4g-mG-0#nOQcZ|S_tWgCmEe)a-PaUr}ld`^~~<QF+KMrBbFP;BG}
zT?};+O1j8|K+8&xXk~+k5vDI6FCk$_oNqUuh8*qguKYcq(+y*_kc02kG1bHC82UO_
zsaPsM{%|?-UbU7Sfo#=cLX|j0tn=3Zix)X!3w|pnCqqWW(J$qo#v1&O&G|Xzw>LmB
zB!+;hJUVEAN4Wakr*7)JkKNRLsEXh8YWSzoW(oypyGRASR<V=N{`}$CH=vuJM!Vw-
zDa0Oas{{Y#)pIl}Z@$`WXwsGDFlGG!uf{P+Ky6b=20JH(rSDahFUmsi*4m)t>uM{u
z_PtFvswDixQ%B(ZukU;A-@i1|a170dy$R7Uhl%rK`Uh&6Mdagq<t^vt1(LScG@kG8
zKaDcN3ZO>YSH9a*!(ZYwN*HwsxWb%rvV1rAP@ss9N~UOwacg5Awh{5U0!KwkczTh^
zxs7<99?((U&%^7yC3vh&Wu}n3MLI7<90B>w66b+J{wv%DPTG0o-ft5buh3s0%6^a_
z)F~{s+WC8G8HwOOsAZO;Y_bt8j(ZtgUq)A%<Wkq5$0bI1<8UHW5>!g_<=T;D9`oE2
z$S#iOk8z0JX<_p}+)Qs5P7_2?{dy#UdG{n{TVZub2Io$|`-JedvlQm}qJoWI39WQl
zd1fEdqCVVw3s1#VVkcv8^owuq#IYe+^s$LC^wGVmLBWO{F7(lZ2_KaLJB<o>qZGrX
z3v%bNW%l!Ai71n_vSMrNWLclFi41k1V9{e#I3AOlh%5GueB08L*42vN;7F|{e<Q5;
z{)O&XO-5mn*@s$%LM7VsPc8d}&|D0Nh2g4u$<j*s*|q7ixoP2zvr8(dix}3<#^4G_
zxscsgfov0nN*ijZp_zfdaEhmyv9^N17Kh}0py({g8_X4y4-Vcx*Vbhz#2=&5Im-1a
zVAqX{|8rf{ux{3H(?sNv5Cv#@TCTPdsB+A@9L3Bj{mdQCObW+N94wJbtKi8Q2XnNU
zPw(jtYoNCD&j>yOi;1VF-1k3-id5U*Au6SHe}}0205j0Vw<15Ept+t7s-9%HlYdE6
zek@h`7I(Dwck_Vy$ryO$1HWe?>cUU6?Y~Y`o`g2OSAJs8?f|uu*V6<q0JW2=K+=EJ
zPJZ>HcCynON~@j%S8I_O*3^V39L$s*I34ns@iP$)RFNV(2QH#jPR{jq8I`1ZfKRJW
z&3J=Cq_@Nvv3u!T>dQPV@LEyk&qqu#$TugkufiqiUwxA_a+pZW>T3AqTDSyx%8%TD
z>s(NfqDgMPl_}fDq{B-&tbwSfjpt)ighWJ<7+X0UGQ<yXCvcDPk7fPpWmUMz^QH-2
zu8x##E2Jn}tCzO-5v8Oyug6UN8K$UJ`3>2~e4b5_%n4Q$4(gu|hX~ArI$5ha(fWEL
z_@S6ZUA3furlbJa_`P0SY%wde${iEV++?!}HkC2jg@y#w4;f2d*g`?9UR+4zfcJxa
zwHwye!}MLZlpsHB$|M|DSNIs3erNoSoO%8#@wIsYT?Z6tGb`S!hmQ~zacsZIS1><3
zZLSOK&YjJ8on+7`dqei2kXOk4P_IN2-p^feJM?CfM6QG~S6n967biFCTg4Y$rq0cB
z=pl%u|EQMilh96v6YndY7iM;>Sv6#W9x2N3%POV%-72*kDPg@o8Js#*y%$B+pcE9d
z)d6T^l@B}ed9qGGZ5vQkr@U^y0`=IUSx)=j!dT_~j-O-vKF;*HJPASW@rbWKr6}K4
z%!7(WssOs)qsrDf-4a<%@8A^lo`%Y?!tmktBOJ^U%xjsQsD0rrfIsC(<}ACA0LPMm
z;1Q!h(yU|8=`~{p)VlOh4q3Ih>|MA9uWJ9i<vg8!^1X~9Z1Go*9jt=9y`eilI>f3o
zyJDKFERzA8D_EMk3`2fM!cmRR14jp9yfZGE`Umu=3AOmy-o^5_52aPMeOYtI=!Neo
zMO!6kMmRlaH*Q)!A-%8&0p+Z4v~Zg-7SpbmcrgWZ3zEvbmW$SWP7v|~rRe-XDXSwG
z?_c(KLD7}xHgh_i)E4>4;G%I}3dI(F&8i61Nc*q-P&A!yZQdUWU81R*!-E^!<2zle
z9QWtEEsw!bjU&x$f2h5PA$Sp<SbYI~w=W)kZ(MJ-2>Dz+c2xI&0;Poh>nNrAJ4#9U
z-#{taPbei*q#DwbVIbyQ{rsz$Q~)4_K2xWzj0hq#d$%$3H73#bHI}cz<wdn>Y_om0
zI?&`sM2ziG<j?8;6UP(m-W@ZB%ZO=aad>v*KPm^#?<YjGSi_}S^SvB$p_;i1SY2V7
zIqJpHhf{NvSG+oF(LIDB!eX(m+Dpra(rt~)ZJ=&l3gnT2shm^y^QqaW-erQUoRgfm
z?)?`Xv|)gj;rgFh0PUxYcYM!x9{o+%KmASj>j-mD15OkvBitRC+#rJc=OqKyo;t_Z
z3<z#{#$hU_e0|JD7gwk&y2f#B>B-XjD>itm2@B5Jtw>^vudosBeWN-)F=%zdN!b~_
zc^TN@Too-0FGjNND<YF(0CHkFZUtzxdfQ278kcTAK*hF&YKk<HzDYQq-Qnnb&`7qH
zW<l<B>a#x-DyC^>@^?K>X--~HW5bs3RS~K=%gPb+^@Q|>+%S7@RWH1(@%C(jU387B
zWvu0k9dg3#TLKo9v+!c}II6oxSH*Q?!Y|He?^g@6RRZ}tv9fudx9{ocx9kWx<a9}%
z%^V4mY|oX~%jHHW0UL!<v^T#%z`OfkMa^z&V`G4~C#Khnr{9i_g8t@S;r2LMoNz*9
z6NL^S=Sh>02=V6$9}d0yO#HGle53q!!%NbXifPC{GB3~Y{n)F3)j&6&!s0y+(}4T;
z{&P4X*lZNYGnjrb>N6AzGW<nIzNrNfTt`iM#?QDy+P`~=6m4cgV#ISb2H@nc-_tEs
zs(-yzYF~&p0V+1i>!V)R*oqM$n4=7)XA8kW60UXpg|ZI=Ui?7WIF|Nqe!Eizeem_@
zB3rl})H5=p(6lgGMe~p}Jtiz`lkT@&<4UXu{S^Z>BB}laCE1GLwr7%p_W<3CKkN#v
z3>A5^m%PzL<BOSgoH@67Jk({4M?H!~l*ydt2W`<TX-Pm^s)r0QQOkiUW5TWP_N7mo
zW#z0pwJn8gVUwK+RWa#{SVbWadN%GM-NpuF8A-vMF$w6{5oVzglt{oK0@@Yajdlbj
zT{O^&Hg@c?R@Md|*Ml4D2owBsktY-bnm!jjYKCl>s@+e*Bz=$NMC@vB#m={r&x`dF
zGQSpeU=8?CvT1-qepWYeJ{|_;+5hEW!fm|+My06h?}zBMp($xC@d(xl^SSfXA&EG4
zOws^*p-!IAKW5-EWx?2^>6fM(MJ2t8=8e!kLev?Rg~OoWYomK1R4XI;M_r2UkUVVK
zO=3}1<-1D$hU>yQa%uv%nqfDXu%XVJE20L^u=KX3!smD~8HB$lCxZZTqTr*Jhx;4g
zV#j|1Tpx2WIsJ{M{)A2xfS%Ba@eg!DJH!~`Sl<0cuV{7_qbR8#0;R7bd*8K}Oe)|5
zKRpwV7I?kVmzMrYXtUd|$!+1M<%}Xs6Df^u1EDu@6TIJEe2kue^CanttrBGE;L>XR
zsF$CX8Q9rsHxQdvC6$_IY)7UlFZfP3Y;KKh4q<>~0V}@|HBk<4H$85D2P5M1{^y`O
zOu4f1MnbV1a#BdGW(;`X++#4P=0#>H@(#S=e#mMk-olx&R!3^bxy?OntL4>3O{v28
z+L;tU&xZ@7Lb<<Er8NE-owWW$Cy9o*(B*$bCk3d{Z|-E;kS>(WB`1}|xvZ;;bU#my
z=HHjsIKRXIcyUEyHk8eb5<^_z#9I`48*wXl<=)eqUAF=$M(IV(TnYV5R!b3nZujt{
za>T)WoxNBav!r6Y@L=UtwW^0B?Jb27jGiqT14#47!OAtP3NmBHq5K$yHRFRHT}dC4
zu@?8n^k)IElfNNGzQESJy%2A^1Ny2{uX>ZX7iUpFauG?cKIu!Uy`hz~W8s^Gl@oHV
zDO?A{s_s&u_{=+%xoXN<1Rhcsui4*Oll0#Ebafq|M_FGAd*WJQC<>!FDPmwy&#VqW
zs;42u%TFLOL$*ScB{<33NOr&+2>oMh5>gYXc=$KiL^$`K!zSW0x<t5G^~Ui<rp5$X
zxK;1_QfJpci8=6B9zH1WE6#{v3>5ICHk95&pfEIR?o|6meE2N`cCdL`*05D2+yLJ7
zDhUpJ^s?1Gh@3q@ePa|6sqgiT3j<#Xn;8s6;qDrnxnGaVvd4A}TEq=&VaU2Odmm>a
z>C}II_@dB!h-!<gLxXwMzOra%&br?YLgv~dDivfkpUz?_$q4$~g>??%S*@1a`63Ce
z(bqm7aqe+cvq6ba0#ASl%1FX*GrSy3KVXCQbBx)7x}L1RDlRyYw*oN4iU-AUX@3s9
za@+XbLZXPl?r0Jcm{Fu!S?ErWw>{e5NK({DGqr%pYx7TIxnZ}t6CtB45iFd|sfb#L
zk(9mqB(^yyC@uTAs1y52^gc{`4lCql;SHs*;>|0-=Unb4+uW{S=CUd0lGYQ!zw~b$
z^j+Rokp#6?iZ9SJLiu2;{|{s-l3N)RsC2x3!u;wDnu+fqvZRk%cb0|Y9p#ylMgbtl
z&1#elNj!rLKu@eWVlLKRE)W;d1|kAkP(Tp7L|Ne_)+h@t-|GeGnr+^p57m#oC^=NU
z-$?Cf6R4)zJ?<=}FW(iD$~zyutn5Sag`x{;PvK)v4&es@^aS6^(L3e4<^6RF(fquH
z1WGtQp$I2v!otn?GEp8DJ3ZAh4tuO+yb@FpNIR{S3vGzHioUUF)%VS?pH8X?9-)?G
zGw{h^q`*Odv%+H*MluzJM|g{7^%YvG)c&Or>>Oe~xCGqSAGM4*Cd=Ga99o5$?9Urq
zC6{K4Wp8x0PciNkat~7X+_P4|+Ysbz6|j6788pBbNo2llqQ%8~VTCa*?f9)CmAH@x
zP{419jc{d5Ty-O!XNLjo^h-DU0tiGOUNjs-L^E1Ym*+NQyw$ouyt<bfi`wMvU#gi5
zVzateA3!YA>&@?5&Z+k%kDbR)fGH*+G&x9oyMhG!@(*g1Nn8!n_YyhJA)^mc?a3!#
z;oWdB%pi3yc1K`?L0{x|08D|Ca<!+pa^nHycoH*VrNi)bLQvrhm-;I(QQ7IEUl7VL
z1r#}pCtZ8r$PpbAvCCKpv&y_+cHBtdm@gDx=FlUEoi^Z~Jr}Q@UIiymcauv!UgCC*
zMvEzCItz6qzdO**sL;xhZ2Bc+V1$3tC%}wX!RbI|0_s$hsX@<qEQj#xU%nwgA?vGW
zUvWKefgz`NZd5dBSBPJ}x3`*65Vo#06q3m!Z|aT{@FB_`RXo8HDN``D4WK2HHbRM>
z)6Rbz-P_?SQ+P`IK2}&?Lw_f}#><;Xn^A(pcYxHGW%iC;G+&gwVt$J*mY<*W>-8s-
zm-bOr6BIOPfcnMR(FTeb9!9Sf2<oTVvMOc8toidKc?q1Wnrq2#X*bU&p-YJ*QNm78
z?DG|?dK<}A1W}%SQPL2TFOqI>t7rAx&B&5PgeJp`$<l|j$O_3Cs%U{I^;G=zTg&79
z&~2!Io#-{)Jt|RN|NGqJhj6s$OZ<f~u}6l_!?!qQoxqYIag9n5KA!u0)B9EjBJV{`
z?1LzptOpm9!_D-an!_P8ERkRON5BE~(=7w@m)ztDTtu^t{n`e5lCgL^895F99yfV%
zjGS`&6ro9ctaEpmy|-z%1&G5+3ii8lUqbQ!t`+z$2i31|{Wvgs3R>ZB+yqbx^B;4Q
z*nf$eoP*6Ml+V_}P0ux3)!*bZP5HF@|H43+KP|)HyR)_l>3lQx9~bH>kbMK%03}2q
zv*gbV497q50g4lQm-LvxjzT9;CQynwSqjhzw`dONqM}G2`R0y_&9Io8Frdi9NV)Ad
z0i@f6)eYh`#1<(BDqmFi!S!#7EvI9u&hr^uvJ=ZE&V5*Q`=yn1HbdDZMOEW)N|FKn
zrrrtL3|#FxsfIYJ!YI_!wl~;JXfE$IUrm3$*FAAitgnG^RtjjUZ9Ll+_1&Y4j;VFY
zg5aHUVPwUA`30>Z66x3;F==C=@ilCjazdh`ZmgT=RRx5<{(C;m{6*Pl(bFY);tz12
zgLr#3ZVHr3g6IaXesQDepOPiajQ2PlkV!ZpGcRQoiZ$Z%R|=v4O0q)oi={!hHW?!R
zcxd~M_|Bzy+x^?Ok$one5A&1fG(iT4ge-M+DYdxcSZa^OW_nqPKFl08n@|imC=XV>
z9iyiTqUERvaW-+zLHsgx+`Kv4m+H!~RPncZl&$}c9!35Y=GT0KkdAcgK6gqI!l5oN
z06CIWh`ttlsV;c+plSTIo+;L<)8w59laEfRWU2kEyKW*>CT)-4a+PTj=gx6PM?RCT
z*j0eC?2%i2l*Y57WWWwe0$i6$)5evCmTI$4l;{@9uk9{g+#d|_0=_O+oWE&ov*i{B
zmUf(JRn=|f)bw$<10Izve4^uNF~v!w&c88qH8a8Jp7<s=jwu*y2FAhGDItvYQN)_{
zX_u<iQiE}J@;w0cMjbr!7JuEsfOy-#*?Og0!Vt30Vf)ISTKBF4<6WawXub*@K$`N=
zw1Vn4Z3@xvv?<E4f~qk=IJcQ1lV_uf5Jc6Rvmcq?gA~W7GFE=rU95JcMt@_xY4H$H
zi4{4=YY&#{<9>7oZYn_Wjqmidc0FFgS%-qNj#@_0|H1lz;vFJBllcM0^;|Ok-JeZA
zO8fgE1nK9}iz>HqnpaHcXG2-EIYTPEy<PUxnUPt5f*%>gb>}ns?)B9ur!T2&8s|-(
z@A6o6-5awa4Q&5&>Xh6ZMvr)ccf|$wzU|x2{@-}2wWu3xZL@a*fo_bdacIi)x=Gkq
ztVJG1kZ`<;(4RSwp1_mTZ4u02zW<_=P~vWI00%{Z_<L>2{XfvAKzXPq$yrgkAL%4+
zjutIey7V{i_nNp69^Mtb+Dv^Nbz~G4K&0!9>#|tHBsout3ZXQYYDmlae(_DcqF|e9
zz^1$VoUJ0iy73m3nO{idZ-Bbg^Jl^$IaNFs^|yqD=83Qf{x=BAsnuT*7NBHXCis)T
zVJt6q0gR>muNcdYaM<kr&k{0!F#Pz$7X5|cr>!C^0=-h8@Di_AT#TPL+@a*N^ow*r
zyD1C9UL-Lt%TF=ZJcyfADTeLHjmB;>EY${y0jLaAX^a?ybIu2<7;wJYBN@ad?sg`S
zZCqlty4so*oH0Hih{Z_bX6wn{4tV1)+JsW6EXvHW^NIh$@Y9<A)9~}0XF2I-1sQ?U
z#ed1~BWZ1daWCeOkjW`^?6|wVJ<Kzm*dN6^=tuL0TK2Z=a)T^cI6t<ZOz+&?gf}(i
zC7dsQ+N&E=3Hm^SKHaN6u(Vk<vlKXD8JV%-Y&Q5#l)LAO0KLO3{9OrbHRsE>c1k4W
zOwgE3<#Pcr$jQ@IJx~~GjfU3`0V7kp>H-*?i_Rwn^?o7WgiYr(Z-(*QGKSTk>_7Z5
zXW4g3TT?H;73(~+P%!4DIcde7OU2n=vUb$CnK-JC?)w&8eii!*+}%Gt;aJsD8R-l=
z*<xs+Y42e9pc7>YCvazT7e>Qrn|e8YDJuEUHm+0*#Va^*5_`)0<ri`}+cChqO587s
z*~vXjrr;*4y4Ll40xs#b)HCvQ)}nqi9~ru6vZYB$0JVo7Mu^@pOci4!!F5UFEqT#+
zPkh5jLF=!3W~f@IXiU00Ff!|)@nwCmbg&v~=Lc@_n&%o5t`h~Ne;I<pfna)XvVO+w
zhZi&$>Mxuj?EE@f+g5}gPKq>NCNY=ydB)p?f&C@+*Rp9Y6A`ME?vZbuavJ*%2czOd
zRP9=xBbzi&pRcEV;G*^YgHokvwe!D1EpST_FA+!8&lmLisOgT-NRNVA16B;ikS&8A
zNy|i?#DygxD%PQD9X-@Wm27MA%ACNEl1;o(!Xk`-`d4+aFYVP}abKDv!(=y)<^lC#
zINxpS1ov+y9=_lSgCwiK4^zOTyP9*&I8eoAnRGpPAJXRO+_URJ7r3JS8;M8q2>7A3
zWlbJ*x>((kU8-9}FAIQf4ScT1w~XJ0hS2ex?9=$CKKOYBvv46m8*oIvIJ-BhdMSm0
zJ?E5V=fcj>67MXnXBTrC5PjnmIIIa?PbwGv(f>0rDpsXmqF%Aap?4PM+@`HNPC@bA
z{v!_cQ?Bx4|A`tZ4w{8l?+=99$%VFZcF|``$3WQgUzG!ti7DV2=coBiu9B~%>l_l_
zTq;}rn`Gsid!uE#LO^??mVC_wrq;mky+8*rL0SX-1Lw#=q&2A;MNXW~k{$Sypu_on
zpD=9Q;~lA^O1H%#7wP3*Il({Lft0M>OsA5C_4dkdd05LYDg)y9(RHR)1FKllW2)-m
zUTEaMEG~T)%ag$BR>YKxVKkzfZ#YXJ;vcvxx`wefzemN(m%iK7bZ#bVLuR6=XHc7G
z%5wa+21J|m!b`I7z3NEKj{dVewTVHNI-1{}9}febbMgJis`uxr4-jlO^^5F&X9~)d
z`)LZ&^8aZH5|#gH3OccoC1dwZ#*)26)oSF+e3Y(KYfc_g{aLy~<nm8QSEe;$Z#J*~
z+7CoFu00A=6i7&G1p9<wLReh>F@pIolq<oS&ptm%SBNf<VdN6(!fMO&wvQxC+UjFZ
zqtDi67yS1&(=#c(4+r0E!fd^Yc&;ixL%*Ogu`_F5aim9F?&ykv6}~NbrR<{?Fn!%_
zCG+L<P3Ie`sKUrvYMZ=1WG=O*r-zmdLLdYwfIo4^xWR6JHe-JhqQF)4W}Uzbfo#yt
zq8HE^Tq+q^m$?%<s4suqEZOl5_xRL&Xwk}Q?X58E92+irVLfLOx8vxGa@9F^?Lu{j
zAlARB1*1al9bXsl1H@4M3B+_1UT(d@o=-}}dItgkFXJiD0|dHIgYbR2CKL+*5mhd1
zJr}enco_(6#aC-$>W^p0S|V|E#`Wu(?pDN*<Jt9Euf`%F4k%yK^(eT^N6LEXR_36w
z4mL^)c7iBa$?Z^iV-0&VqL8fNFP|@}iF!y7eFlw99d=bxS&i}3V2piygnyP+CMohY
zbT1F7Ed<Omu;lj!p&PY78-%K){zpiR_P7>l>ZZ$I>R3e1vW2uzJ>=ImKw8w#^Y73*
z1(*OXp=y9jsBdG{NTM^J>Fn4y1uV<1kj%&WaJ~qv1E*xY+<Gh$y>8Mn-Rkg{g5^^&
zC@v0TBcGEj%<Xo@$L#FvCJW<%DEjsexN<1KE~Dz%AuSem2tg*^fJG908`^smUG#Ck
z-mo=H%U~*_aGysg11;4QhqakLEe|p!LBFV)gmmN9{jMeq^L6iIhp7kOc~)NJy=1=x
zy3{-Rw}s~50m*O=Hws<%mMdUn3-dE4=dGWQXNh@ph5`f`8=BqAAENy*@h>Hn+x&J*
zm!6+bhDk_e&ks;h(}A(znm3KXbP}sgpJOTG_9mu7{tc9Q8!C0>ohgmPkFGf0Y4CBn
zk*~>p9MqWaEmQFag534nM_tl@?2OCYL5(-L6%E2K9m{9y*7J|FpvaXFdP%68y?P@+
z4dri>d6>H|hS*|^AmR=Odo5&0>fe8~(|FzOF@%^Z+|3Uv^rx~fK~N#?sEb^NZ{C<<
zAt)QioUIux<P=H+T7<XJf#qcWvIto;D~+uaoSr>|CpOAr4tds+UVZdPg_=dsQ$!%m
zzY7i{hr*%w*eT~46|xLa+p#r&wZjaWvQfVD|CKzXfa0R!V&Gz7N9$=e{(1ub&%u8p
z@Sh0$Cj$S8z<(m}??fOK&GP~7%FvYzQrAq!+Qv#()AaGkT+0ZOk%<YH8u#&thJk^W
zf%?~Z28O5e?CiKyqPk}KHU_wi42*!2(zsNzjuyJOR0<MWM!MQIxKuK>S~lO$2$^c?
z1ODT^p$_2HG)yeGRD!yO`UW<*40O0uLS{C)Ru<+anl`$SHdeNP*YTR0m|MwMXlm=?
zKK>MdH<l68v^K_NWTyY|PaZ=XYe`)zUUO3mb2D8t8(d~wDgi?i!21BcKE4s3uC}?3
zE+hvB<kPR^0K7j;0}KQN)b{C2!t{ki0GDQq2k<j+Xmo0g|Mi2xXV1(jfPnuZ>fZzT
zJ?iw#ze3LV^HTgi<c!S!OvqUPasC-{K&<|mkUw48e=X#mfQSRNf4Y)UUjg!!{QofI
ze|?>oU!i+b{^f=E9^UU4g6Vf-pAHc7$CJOm5DZUa^8fnSf4boR+J*RkVeCH!@=s%*
z`Y%GxNb}E(ed>RC?6W+6IAHeqcS8=1^FKV@q<R7ifc*8ieGJX_AX3x*nn0L-p8Wl|
zWupCOg7~jbAS_Rx^RET*|Je!TdwBmef&A4>&hXF7<h0bZzh-iJ>VIk`XZg1l&tDe;
zXZ?R~BLDd8nOf;zj`Qz9`yO7}-z}6ZPlNvt<NWC+{_oAt|He4~|K~!<^mBry`Q1Xv
z^j8Zd(?7LP{u{IQ|IkADzc_1u56$1s+TT~7$CJMw%`E@U()U|l4N1kPYiFpf`_4+!
z@eh*-?vD)ozd2ds{vpAR`zj-?jNHPl_Ks^^mn0zYg%NV#mEfyj9^*J^dOF#Nyf_jl
z0(Ck;JttTC^gQoCUS!L0J}G!Up)$4$_4*r+zyt-gfq1sDYm4b`-Zx!J&ijqnB;z<&
z?#e(Rp}=0P8m09hU%HWBx-tgh0YRhsw<F<_#0b9LhYUxD;s#}h^#`jNYlR1aednPi
zqyy<IoH2qSN<;^YaM<%{%s>{>S2WP~IWtz<wS-d|FbLdp%OiU5$ms6P*VZzlqYe!=
zd=3qjmB?na{>j~1v<63(9=;H{krD9Vcrkowqeu!SW^WGCamkb&6r&=^P=ij6k6Y-N
z-q|R|B@@<ki)@rDzOZ@Yi!8#7U>M7-UCvCpb4#8kn56Dd#3xPEXelGFrY0pNrAArr
z$g4y|S}Pw%h5Dl6a)&gDk7)n(Ya3`(h;WihpVyQhQ(gI0B+0{j&3X>r7#V%V9-m@j
z%$Lpo^2P5O!nTSbu>M$?HZQY=%Y`s;XpM*v2+^nge%=Ad%U|$F6g8F@eiJoHCANpm
zc=u%jwqfOv`nJ;P^;A)jX;D$h*){4y(3a9bMz&vFf^hAglMr{YWXoE4+|ldj4@mG@
zlmVi;<uX@o^Y|Y`)oh!&iyX7Zs%>8`Htg^0f5kyZN5{ef9lCE?OsO`9PBwK~pbM#6
zaf?<VBJD*vmYETKgTZPSIZV@{0u&KL+DjGPQ}A^nLC@7ct-jjbz+t`p(r1R90j9%?
zJ-dJN!x0=oJMUfNf*-7Fg@CF$L2UG95bYSy^Ek@<4Ua}G(%{U>{-pG;)hNPM@>6=-
zJMNscdMOEIvmA5HEr)ya^X&N6))myZo%b_($?>!wLmCbaXexIqjj~qH&(f3nD_?{A
zJ}0*y=LV_g!Ih%2xJt**yG;?!FlIW34GESQoZbtaxdPjYFm~+Rw{vDsnUMPk5iB30
zDl+JMrRcxFNXNoKJ8o<;Whi^GK8hdi;p{1lk5$DR(As_adNJ#k*3mRl-rRwS-sto6
z-eJR7)vDTA@zvc|Oia%J6O+Q5JL5&Ui@-h>xH(hQlkH(PZ?!pDGOE7j4v}>4SJxvJ
z9*AAbIst)X`Es-JYwFoAf(C%$zsaS#zXe!LXJ;Y7tE;P<{lS90xT&i#o)_M@7MOWh
zO_L*KHwPCf$=ULkk$ATUJWJxW3u@)D?AP&Bz<+Oas(MGDSKzu>yLWWO1cZmKbbEjU
z#%%@xY}|fuLe93eFMlHF9;=oSCDP%gqlaZ<;698F65oojE<`3bknEb>^YPHDZ%uiL
zn{V=g7(cw{)p*^|nvw^nc)~SnqFnSSJFq`Dkp`@aH4QU<$N-uMiczwqK^r7nY@=HX
zSLL)SCCD_>tm_8@u&86_*yK`Mtz3~DdBIK>#t?@V69aNS&8)2`xjf}M|D1hwgl>6@
zk7a;PP=1=Imv$CVz^+viF!s&T@1r*|D@fq&Qdw!35xvRCYfmJnOcOj~*)_WdCEgls
z@LIDiL3^`{ly;66IXmR=b?b(m7kGP;e86~57B%o?1!H<+VHz~S=izMFY2;yEj<lwB
z#kMs@Q@f)4)<^&!tZk14^QB0pwQp7+@hfkc(mpgGXDgoPUQ58H=3p+AUE>;E+WdK8
zBE$lPeqX|oMmuRY`cldyf)-mQL*I<JJ4G?!4PP861DBkPDGZ5Zi6*6Rec3k^hfawg
zA&DxO1JBW4_{tVVBJzqe!~;lw;Vs+S;p`Z+=ZK`2jRY@w1N8M#-Wx#^ef7Ffp4RH3
zLOU}JsJI)b*I>Y)kM305bKn7eCdD$76`1oyYHoE_&p<uB_@n|2Z*X%q-E{m?Rw`j2
zjb|&Ag*XF`QW8i-V;Ndi1HOi91sHAmV0e(ua=SAF%jv>_1H5a@lBf#_yz8WAW$go`
zI^#ySt~N_#pB{Lv$s1Tz#@xI2Ibdq+8xyt9hp=321wdL0zOCfRKzQw}e2d8d0hZLK
zDzr`JR-nUvH7N<<WpiNYRcSgpj>#aHF-W|@1zeH*4#bx=#|GY_t*2;tdYv(9&TAc2
zr@HHP^=)nsMZh$!95HrcJ{xT2Zm71**)&NW>oOK4dz9eH$UT(rJ2q(tk^=XlLoVi=
zHyM!bMZu7y$c-c>90lp{LV2N7mY9Rt9WdT)VxEyGdxd~M&q*qUAm-rW)6RJZ)o$>J
z$KATw`ET$*A;aD5>2za3*$<ei{n}oSv(VSs2`;ZySMTHJa%P--ZfXAFI_LKnkmdUt
z`hB%!Wd1FA{QjKsr{(rBkpVmb{!7W@|K;U2;f6_h4z;T>0vEwCz~HsdCt|PXPBx$@
zQIV?-l@S7Yt!c<o(ek_F1Zv^lh*C${eEDYqPSHlrU3XL8RM-$lL`Y|4v~BLW&ee<$
z?(X_)<;$m%`g(R^?~Yrj;F6}E4Qfy_TJvxEVGQa`@)mYZ4uGlJEJCDyy>=b>grc*0
z1nR{`3r8&>A(1{H_&Q>r0AVmguMo%6qpRK4%&a(I+rM06(5_R~TTfEtbwoqAj=4D`
zO0Yo2*bYZGI<#NOz%rd3?5qL(c*yF$7?CqDCUtE+5;dyNv8uOM6v2waaEPq80c5nm
zh2|w~{Cfp*cgDo_6;M!caI01?FE4LL2vjUAWFK)}W1v&5iaW(ZGSO_Rc7O3_FKIE#
z6oe#2lc=056tldo;3U$~W)g+7ZZ2u>6v!EgJ^ElaeSLgYH%{8Y5D*Z;rKEV$s9BXj
zQIU)*&~4CP!B9v^g%69s4{oW$KtZj5S=Rz%F$QgPot~x1<Spt@;roE%dub*a2h33l
z%vv&s!BSpikGh~Qn=<-ig65YTw-ey|j-*f5EUlFUb-oZ1Vv2|)L=+M>dO1CCdJ3JG
zm9ykSmzPI6oRH)~KuXF@-h}<&tWrp#gpPp#OO4lnOBtr3N$X<J!i^6C4(sowiDVV?
zFlf-d%w3O$k?Gyny3#OA-GnPm68PcS$OoYwQbQ)X%<A%TYpauE^Ci--9-ZTQNZ<6*
z!^d>P^62j7A}DBOtg(&9clDbpOC{QTZE|XCVq~(dNP;CD1tAM5g2t*AUz;E>CwUYE
zo~H*8IA44FtDw$!+?ErwWd{kwcwv2N#XS#PY?6<Gp|z+~;-E7aqy2mH4Rc^tosFvz
zqvZg7yxhbDLzQq=`L~gb>+9>TkC?I=5-IH54==Gf{j5J?PjEY%irL!AZFnD-k4CII
zLprwZH_Y#e8iId%9k^D~$@dNzf{MgrK#O);mbM3pXXU&o9B9gWE8GERiEOWBd3Xsl
zJiW%jGU7FbYC?3R`#UuSS!t#FPx*D9i<`L5D$DYA9IZu^6SEr|GcqzNDhdkf>y-=k
z0j0}#Y!2TS_^uTf4~iR@nom_$Rnc>r8yUIe8|9W16csy3swqj!k~BxAMiK)0L%ja5
zw#FCkwZ!B7Z03C&2RbOW-<aVuO*x6zGTTk$u(4>U*o1-gDI`LD-TghWq=CY{Z}N?H
zcjY7|#6HzFW)#%Fo0_}O(vU2{p+)y=Rcpe+pz#U`4OKL?L4Fk)+~D#d0mcun(amC+
zU%jL_r@kQLl|e$vTe*p;30b+QXk=2IE0%Z+!-$Trmg%{N)Y!4@$5}GneCT31np^}B
z2jZYpH&+nH#gIN_M=v7i4ee4yrBsxp<Zc8fF83S@vY*LboWX7T`}w~M)?P!3lo_L|
zs3_Uo+zgKw&Gz*LtH@|A>+xY292#g$NKTGVNk~G+p$mnEgWG|)zVXQ79lO3&%-EGO
zmE$)o<B5r-5Q}`>(FF<i-qG{k4gR?XvmrU&77}|S35T1B83|4Yah8tGMh~ROeSTrl
z`@9D;(}VH*F{V!dRo%NT;_Phh<Axp+x5mrO{n6v&<KEug{7xfdjf0lSsi_f8=2`R7
z!s6mWuBEJMb5!-jfo#VX;J72HwNh@*;fs%-0gc?utMZ#ZAD2Y%D5}W|2qSVG^46MY
z93H=Rp@0_TU{3vVy5;BhP8~^vw)|v+KP#HyOd=tHLG^7T)u~_Xmm{I!x6K-EA$%ns
z%M6mWWwljRRgH~z*fXIEc13!ei><S1IH!yAK#VO)s@&8i15hViv@B*WhQrO<`#Yob
zOmFi_^2jM7w)FJ{JEnYA(p21uVA?Fmy(*wWxn7UOV_~a1P~gcWkUcx<1!pjrI)iyB
zAV8e0w<U^;Wur`fKt1xwL0{kgq8+>Zqekl9`Bmx6kUP&p={=5}y*<zi1E9_1PLS6?
zS_z5C3FxnApwD+acosf^K36QJXIM!H8(O2@(ZL6{Uw5&y>~wY*iA#d#4pzV)h>n#V
zXP0NHHg<-9CeV(gD-qr7tnMq2UzrnRlny~w_PyUy9&nl=UiQ3k;Ubxn51ZJi4$>Pd
zi0>&wXy+>V+^Be0lbz0&LKYpM4T^_FG|>0#VE1_AAfX}%(^F8h)X{6YBXOqu21Qs-
zM%n(LrPNaEWo0vPPP6jT{Oo7Q>YjU^Q+Ektbrt_Ipg<H*W?XEtK64K(r#5Ex;kkv$
zOlkS~SluPjV3fmYXvpy8b6t3q`FSB(PD=Htu#^Il0yBeAgB$<gH9BjkAdye5&x9ai
z-8*hwx36+gTt%CCFL+*~cMT4nPl8L5Q&9E~1Y`PNS0!Zo?b7m_Ie7&Pon;^{EWmaF
z-AbgFIfNhOxxeX+4k=o=<IRw%$nMOVs5%=krB}I^xTf(MbeaX$!FlF4alUyyyE~e0
zXlG=T+gx8IrC5AP$G{QMl^%`@4x7<EgCdbx&g1i9)Jr-`DFc&Uyva*bTM?q`;M+c4
zH4gi7A)<usLaVkU_4zrFmhl2e`_4qBrDTqwYz(R(k`EsF8-#=1!@fPQlTVjNJ|E%(
zh2;{(IT^K`DjGhQfvwVX%^f(sf!R9HaZj=3+y7=_T1e4MGZ4IEYnm_2ua_RS_3o&J
z#izx0c>@U@uSxDwa)E)F(O3;+sXgprd->|5@A?bdGznLGS0fx7yg%W|9zcI~t+_&B
z$@l3a+9GhvKyn*okVx$Nw_h1W<71~7m%I<)#@*L4sEThmK);mUxLKRdu<LHS$rDO^
zgwmFpU)YOm!FZQxjgM$0ESJnX78EmZfiqmX)O@|Vp0p!w=O+R0C)T%mDw&f{Pt4tt
z=DfNW2?T_$q8YfSY5h<$Q(ona`ye{hupLwgZ6JPNrr5uBHvp$g%0ubx0JQ8yaCOXQ
z2$?0oSy5S5QGIY1glZLfqY0hLd9ZKNkUU}>6-bXT6l+5rMD?~M3x{WrS%UT5;fciR
zg+EbQJC;Scdr1Ds)b?oB%}ZOWR`oU<TCaAvnJo9{(&qj<U@Gen&ZEAh>$q5!oW6V3
zeNfPE9U_&V@LX#@S+W`meTdQJJc~fove-*^>$a3?_A5tN0({Y9nM=oB6qSgUkAL`P
z7=2ZdEeG$(t0i)I)`8j!_bPIlRZyGz%X2zFFSClXMnq)=_)tNLP3%lmW%^{LSDC2(
z;>k*Uj{MY7hVw%d*zrn9TzUM05$8LV$q6xQ(m_#3(m@8E)>>B8z!CKn#INn~>YcOK
z&7fY}V-7~o^FN;!<ax0RC0L?-@->4vXKDg1My(6}90LmqYvl$kbX*$}%UxZ;li+L~
z3>MS7v4f9|goa;$*HkpgVXc5Lo7Eo?DWA%7KQ?Z+NlB{?m@vC0&Or7JoB4;HUJtPV
zf*==!F4U_}y~NE>avaLxCFnD0`0A}?{7nH+6vz8?xB=$m71^1Y>8xMFb>(v_?z?FV
zU_dfFyuSAMe(UD-HB-)F+muYhe6zq=K5Xi5!MY&t4P=tjYN-rU;|cuGEARab@-oJk
z+jl>{g;7i;djLBW`S5CcpV6RsV5)jfquzA>p>v;6-Qp9k2DfI}%g;qSv?dO$AnQ|k
z>ew~G*q1nL>2~pdm4E-FgS1SvEWb7>m>;p--{#-Uk3{#soqzw$#`6E&{99W?LqkVL
zM@vgjPY<KtBR>Aai)~48YM{DU-{_EJ@5mrPyJ-+gN^w{_c~rem1)gSlI$C<VTdON*
z$fyV?D40oHvV00*fLzQw1Z-U|EQrMcl#fssB}!Hnf>csUJ}MFwZFNlxqAuPOVOvX0
zlN8KWl|Tkcq@eW$d4KR(Rg`WgXbs>^HFPw$5Mrbzsx53TUOb1yh{9za9_s7-q9DVa
zlo}NMA^bzM2$%50@FE*K-do~k4N0%t`Tq57uJ=%;j#6rNdICg@*ivAw&JR8f`Prc<
zP24Y>>Xp6*juFfcFl2(UD5A&DToF!CG^_<F6AdVqTb+FZEr_9rTU3oi+0^-j+cwbK
z-H%67@D)8~idMTb=B<AytgwZ{L#Qp(bwPw{zg(x|40=3^FADTq#5cr6)3&#5Rm$Fo
z^EED;Engh>Yw_$7q+Rwz$yM-$vzrXXtUqHlJ3Z|5alc66Y_c_5>iv*4BF;*C%SCJ*
z^d=EP$DVw~dgZ<kP92=^^7OnXWGzuowyS=(57GiCnLJwyBWbE)b+{@Ar|AJZYI!Sm
z>SE9&RVH;^6PNh8U3tEoAotR4MzxyT)t$SfS2O1#XI-hWn|5GM+HG#6Aqsy+nrJ~7
zKchW;R5-7<{N9LUwp=%UBHPQ}?lf+)a|4pGH#*@1uV8f7hd-e>(?=Pily`52`q5e$
z3<th_*;@&zsAK((7lVb~pc5NA%>*N9sp9zXOdrSn79(nTYKrM%=v$m}>YgSLMi;zX
z+4KG#mAZq`_Nmk+7~#W>y9#AurlCS1i?P^eFc!f62m`mYN}HyfwreAOOx}nMPIeco
ztqhTU+Nw6XVAJt&wLU1p?2$&<#WVKTyZg?7kk(qRY)|s5f~}m-j<$qL=!tVHzTN6>
z3$6WX_lnihNzzNE>)ce4F^h6xNmw-^HsnLRx4Q7yEN51_^JWACCKH@+so_H4Rb&EG
z`a*DYhr_hT7+Zsuu)rXmVV2keQqBN+l*V;b(|JMzv%0aVA|9pu@au%IV83_~Nf$kC
zLtVhgklX02B@O4W1MgkE#Uc+5CdYC~KTaSz#|BQ5qOtTw>=1YddQ+pYQy}=lvVw+=
zmbSw3D5xiYH$h>Rm6-)jeA&QU+blQhHDP}ra00xZ7I2*+pR~B5n2ho}dkc_P6fko9
z7?#{>u=0A#yWnAoERL7He4T_@nY!SFVKFfg@JI;jYv6V0HPS#en_!i=-rhm}u^&IW
zmx6GpVVj9BTS1ow;eEC72(nR_nVz18Ak)y+1}k>-q;&EuoB%GK1*V{W*#Wf2)7^^?
zl+qR~_7`*4_X+87mSSOH`fciZ+~WMx)b&rH0~$uaX5N!RgN2?N^7k5;{~1>QM={L8
zR*dSDEs=>X;%gAPI4=BWqChY3;rrtez2h?0WB7DsVoYbu&bGge%<Lb!HZL%Zpe;jf
zH=*6U88<F&ybzMBkQB7u1{%7T%FTZ<KEFk}XJ1%l$E<#n5CQ}Y0{R>tm&@ZX4m`<7
z4{b4lL8b~@qWc5MZYqiut*C;5JSo76O(IlgCFZOkP+q{-n1NDKa8ur>t1>mIkpP3t
zA=m6F)aK%p4kRB>J%_LP21@xxnDUNF-M(0j8W;qP&|+t&e89bSzwyd11jy4^Tw@Nn
zbbzZiv-$IexQg|<8ayzFGNcK{^H^jWwEK64LlhUX;egkv;D-1?<@9#mhYTpIt~IG)
zKYr9SJ02yY{^$Ff#B;&(gG5FU&|*W+_2DIYqR-+nLHTC4SD5ze34ojNIs7!AhBmB8
ze_&8x0>%BYUuwgsOXNbL`&VVaH%+Q(xbc}E&j{n1JP)R5)4j=>NUa;UvCWxWoP)yU
z(!c~Mcy}*NUa0rwe2nNOv4GPuZDBRVq;YNOGXidDHi$CLTo7p~JZwR2_(mUNbMx`q
zX2|A#ti82Z(LN*Kcg8Dq86O(cNP#CCDH~{+xh<i1C{+BYICr&Za*o)fO~AFBfH1v>
zo=V(8j;u#hmV}*1-2b_${?uEK)6Ix^zpd??D&4x;^T)uDW1Y(&iuO<k1!e)w$gi6m
z$HusIPvxY(J%6b@WT$5tYhH?gYcT*xj{UU)2>qF6us<n944qD7SnXkTj9bU4b*!|(
zyuV?!{JeQ3;Dur@3b9tl!a2cP;rW#bM|@@U+n1)v{ZM5Lw%>m1sdP{LbO3n2(oK*=
ztm!ctPJxy%h_`_;kp`rKj2->HO=XuQu@JnCatEw?t)-k5uf$r+%K<O91L;{|XPfuW
za2NE#hJ+HL-}s^xqe5aYzZ>*mb8E@lOOZ3I1uo{?0CqO;7=AvDpl6P(lm5&J`ce^m
zL5Ags^k|n>E9#VAhRJ>Lfy`^t4g{8RG*h=)*i1p6t9XN)XuB|P-mENnF9USxDENV!
z+UYdxsH^KBtraS2m-YoT$gcQ4X7iRO#S8Tp9d;rn)#v-4XYA@92b`#eox>6%*1_HI
z0bZ%|MRB72Jh~J;p;RiDsyw`DK-xV4!NwQl>p>VcyCuh^dtU#KfJSNbpS8<g;e7W0
zKkU5+RFuuqE(!>Ogdqw@PLeZ7&I5uVNkB3P2n=BelEV;%L86M}<bVQ7k_;k2$vKVW
zARv-+4g=@K&%OV>_xaYk=fC%!d)8eG*9ePw`|awkuBxu?uC6Ds3J$cOu(oN45jEib
z_9(Q0{(|Qwh<+k)HlxmqJLU!XYY5|`M7Wf(f91AwxR`Mag4$`!wYy>Va<B3H>-`|K
zVBT%M%kwi>^?D8C9TJ}BUF3u1x~Z4(F#=>dW#r&G`eU|JKqU>xj`Of5A|R^S$+A!h
zCL`Rm^Qc}+_JCiX_>oC@&JAlvQ5!G~pgP&}xg)P>|AiRo2+I_pxP_Qde}a@BIp<!Z
z3_U@wRsQ?w7}3qK%B`#qq<|<J{>VDom>`xH*68D9i?9)|@WHRtahG(Oa2uEy*yU@|
z$HY0GGY4(fe!v>!XX#Q_#B0u6A2!4%@TzLVbQYnax(Sx_obq4O{&m&J+hV?Jy&I9)
zt|}E&ihGWoL$-&g6Z4H`M6cy?ZkkiW#+ZGeIY9Qu7*urDefTy`wjrq3#=04jpT!m>
zJ|0UBmUNcYNC%8h0Y<y?toY4AVNvSQh;XTt)^5ii<tJ?Ajn%?j)WvUOu~t<OX<nP3
zQHbvs4XkoOP2lRS37<Vj6=X@VlRVk*M>@ql|8c3n+^xQgnfb!PtWR4@oo$p8u=eJb
zTSN?>IJdWH>yknt2Fw$biaPU-7fWxzKKL6`wGN}1lJtffTMmFBlzO(5X<Fy0;Z`md
zn1wm`>qIEPD-tnYSQztxTp0}2s4AbH_U$%}BVhv?@Ubb!YkFwY8!GR<S7TI9q}VM~
z&JzLw1N=Oswu1C$8Xw72P0Wr0eDZeOD)KvYBv+&m5}JGohKZ4Ry*aqMY9Wlw+;g3r
zW{bEQ8NDAZ)78^u4*=Nu?~}Ad>f*vhAV4U@k$rDkUzC~FO%8`U)uS@w3s5k1VBF)6
zrUKS@sw;@K&5N8UNMfqJ9Z3{VS{w!7mNfUW5(ttAVg%eLX^&*&|6;G^lwUivoMBa8
zxNqcRUds3zK|_%G!J^Wt>tk|#zN)*c(i^o=)zbk>sJzE#XQ{xD<ZU+Y9Ud08Q4$l_
z_J;fQp4K1nL{te08FwL0Tp&g?RF=z$<Y2F<%B=_UzlFj3*{rEo1;eUNIZpN*dEDGj
z)N0W3T3TF0E{%~PZ7Lt=pb`PRunGII|3@tLZ}@GcV-LC<1|+9I{lXvu@Z7n9Z-s^G
zT@!`emdnL;^itrznr}<@<*b-7;?%IbrrAnH$e5PM)LRO9(du2stufv{uVtP?X9?Mo
zKI<<!Jh}%=YJD4xwp(P1sCVN;imvw-{N;pWysLT;u0|rQ11?<wCOMlqh<dMCzaJcb
z+P>OU@5P5XSfg0MFJx@;q2UP#Do7KlW37Wf?X`UVr@iNhv&2wHdJ0s6VZsd5IxN$s
zv}*TwWF-7>2G$Qd1IeoYVK)7Y*Q_*55vh?%kR;S5UT!CcyeTHYK*eT5(S<P3jC7zh
z2DPqgnW#t;z>V;y{Vs1PXZ}M7-F^n2Z9(OQi}eTz(O<k@wU8t0Eb{=x5P#2emJVlv
z+cYCQiyfu(Ml2z-p~_jzS5`nTcqvw<hA#wSP(at8LU1FyHDT3VQJBY~-wm?hlHcF8
zS?@f1<19|P@sC7aj9p+K#;7Sa_Y}%vJav^rGTU^eeg81Nk2+Q>pBoV4iDJtlh(eZ%
zxnJHOr1M_J`opF<#0^3jmq2df7@_i-xk__z#fs`dxY|e2p92-D(<QX41z=ZntE_|#
z+2ie~KcY%OFH;jJB9wMh(UoBE7uWa69z=ucbXF5(0eHj2Fe`ypY`>%XkCyH-!$A*)
z$^!zGr7~Py<%GF)HP^s~pdwzvRx5a0yfx67-YyWG&wj!mJHQo3Cr&9;Zt=lagds9v
zb^K0wD^~VX7{tzpy)Q9_ZG!?1#wMhNt?T{iz(Hva9K;KXm`7)Dt#f$TL*AbpgC`G+
z%E@@y$^^oIb~OqK2hmIJO#B)1O44=^Jyp`jtw?3!12*DC((<StL`_ak2}ru;^2Z!=
zyJo{53s#aP74XxATd%$LOw8J|R$O>$nAo;ET<rrq-Wuw$Jn$-qQ2L_nPqi`a^b)@B
z2qR8$2l*LRooz+Z1=hAUs0w5!Q<7qi-1ip|7Dgjk5=hO&%DI73c-AqUD+Vz0;QDX9
zfXB54<(v0VQt0)w+3X1&O?DvyZZE9vYNc1iQFouZEFUxH&6xaU(!ThtzFH_pADlUi
z9`gb5WC_&$@P;tL!^;m*Mysv~zL#IY%CXY>%kj>{e;GAnO_|eyQfAjKZr+b{`XA43
zD{|RxR(ByN`3Sr`@D~tb4zg2r^b~}Zc7}zI=%p{Vt@38g{?LM*mcrxcGai4OY;hE`
z5=pO}{fV2c-k-#?IN)+HP$5M&`iOA2%!*KYcPz#0kI~BzijyX}ksZKe<p&y^Z*lw*
z0{N2dYw%%)6F&dy({K))2|l3|y>Vjex--B}<GbHtC|+@jw+-lcp!d@H3uQRE_QReD
zQp?FZ<pCTE?j;U^svh*)`zhl}KeeXpXL;%D<18Gj-CHWw2jiC-;{MXlSy``V9f%tn
zB-u4<GJR8gGnSs(;>bj}O`Kem^=bgImEVP7oi}@~b)4+M=AQwZ&ZEm>wb}52xN=x=
z6RG2UZ!V&Za$fs<;0@_Pq&ZEDmsqCvO|*}fiO@*ww45CM>0kYxX3G^fJe|{$3Gfsp
zy<+<>B8+>g;=xd2J8$8GZ-O3DyUe-P!@C2WY<-RY(9g?r(uEdoUTa6&O$z6YWIo+~
zx<?r?@HQH%t<~lJ^W|=2^R8B1Yo&U(MyBuSjlYEZ_{WM4o0TQGXx$-=kxBlhzV4Bv
zBrhX8cM)NbyV(t9qYK=<^H262|43n@mlepYrQh<%;L|lX0mbBP<kfYD(?q689MVIo
zC#n|_iC}uBzXSvR3S27ZUL&1YDop@2$fwgxjuA(a0}}$BQG<Ve25*#Yz&;IC|AegT
z>3<E;@%H%e9#%FZe4e~K%(nTE^oSxJ?CND0m=}ApQs#M}WlZNgzwbuR_!kZ3{z@9(
z!s#`tqbX$&0b7sfhJBm@^(KE^1WoEDuY)*}PDU7@gspQ_0BrX8Y%csU0`2`7;`dDC
zk#sus-rouv`%yzeAFID)`bt1&XFfZA?!LFVx-43&(T&XOlj4J)Co#)C32kccufF0^
ztfb_8N;LJBdp$s8+Ek<)(eMy<c%mt?9^_2K;4+Qpzk5F3pf&C65kqRD=9O%^>J8~Y
z>>%jR2mwZQYe?<9qxrmf*@({YDMjw5R%7-l#E-t55k8SYJDgEWkp<rC{;;rFCc;-2
zIO|;wGtQMc3fUR3X~djmcF6!L|5kf)3z*ajWkVo|;9&xrNlA0^>LhjNMG4b3G3k9~
zjid~}x#6|+$!<2eC#1oeexR6s1qZgCHc8VZuPH*&WK(-kFP#jTmq)tHQ8vxQPp==w
zn8jYfn&who5}WIknp4%vL<f?aC5oVfZb~@(EkWLfrtHDI?Py)~sAf>p{osBx|J8k$
z`37@2q+7mehqv`Jh&QE`AC6Hsf;28mf*CGyf#DAaT+Ip^D$OZ+8Sf|FELKt{3z5GD
z+>;7ucIji$f_pK6iOK7;SuM>(y`&Rg)XqQy_NjHWYtmXuo|z!u<a*K%Kg?n`fYz!w
za#m_tPAV8uQ)+dzd6-!&>E!5a;c2&q+{qlW0ugAUBD&#y>47VI|Lk<XxkMl<F9X#~
zxm6<Ak5?8xe^^FI*z2}j2=rGJ=r2wM%_@Z;@1oY!nCtigVn;pH7Zj7E)6IA}_j~Er
zh45DNXdJ9;^cYC!LhO9_v_n=AzflDeujq7cs>UIre8x_vE&WTY@#}izqE=lI^Dk>@
zxJH)rW!VAa<swi8!}dw{Qa?!4bDw4v_(8o{((#4ci7y^ZJpc<u3%(m1LL)Jjr7`Wq
z=dgg_OH4fr0X!)6A5kaX%iCYE;nb!j+uo2v_tkPupiL`4h3wm{-I{TGWrt743X;LD
zX$3SB%UhC|I4$1!Km!I3=4u8HIF|;*7yhEJ_;yjNan1|`4Osws`v#{2L1Lp0RHGmV
zf(GX(2Fbk$qT#d{c@8YkF@Fw_i>Y1}LjD@yDz@T2DY931Qjgi-{eIU!g~q7llJ+oB
zE+&ZPqw7c*TCj;6Xi<a{69);@No8w_L)3xwQ_CqwA?UiuHD9iU;aW+qEyJ}ryq+em
z=f-P?;M!5T_71PT=If=x_4?>~-FUrNzTP3Y-Z{D6F1p@EyWTsz-Y~u1NWR`Z|KECK
z032m>n<Kw)0uzn_TQHwl!08ll)=BSod_35UO+V#z2?TR^ENuV*G`2^5Y0eX_3o)Yp
zOOvw~Bh?Kjz0Ls()U(IFj^@VWr=rHCs03%&8t|--Ky;>NAs2`%nsMufR?qs3P9M!Q
zZhZ}f$I%5Im&WI5Wce9^iiR%<&Q#y3%7OGAtbv2%SQ+4gcV^k-{_dN%g77}0yyDZ!
zRq&G{Oe0W6k(l}6awnTcH=^>i#KQL0n_K%dzVknG^bfwEUM&zF(MW84fsOM$X2x(}
z0ZxRL`ZG7h-GADf%DVp;kb=vYGgH;62Fbl@TH2$LaR0Gt(#{T#3`m+FGSCk$NCzKH
zRd0RefM-hiUEEzjc%b4e8*iB?1z#PP9d=rnkuM<5HfytwJk~Ro241lJ9MC(LJ{`my
zF?`a2Acba}cDw}pl}w?my{7Ih0x<@33E;K!*_H;<nvWPdAZd5UM6j1h%9)9CJ?tL5
zFFDEd`|NvqjVGp9K)-x;Uy#P}E)EnW1va8KjdN*y-xd+JdN1#=^-CQL*{-cVZ3JRN
zeKE4?_mRLcGrik#aFtBO5pdSmc#t@qbTSoZT2Avhumhp&3#w;_7tfRoX|jH*0?LoM
zEx(eX^ZjvQ2-^7kWr+|79{AeaPG>LfzS^Vn3<AB(8FR(Z*JgOOj9g$d0@2EN|4>~T
z$N;(nM6?{y_^$8h<Sha{Rln+~{@cZY6`eTQ5jRL+KSJ{C%Q|i}+^G&YMO2QH9is0z
zp3ht3vhD|(YJ`#1Fh-AerXoe|*@c*#I32j%g*bdNMoD;p-7MpJI)(Ra*&fA&GQn`*
z-d@35n%J;zUie@Pn)W-Ik=&{&r1^}H&GH@Hl&-GY(F&A1cnNmRS*xXxF|^{W(+FzP
zBRPJzG~iN)x|kC<;ej7UFCeISPsL9*<WF|e&wW7C)y|i}V5k(5@2UUALczY^xd9Lu
zY4BrVX%b57Dt<5s#y;Gt<C`hA5`Z_jm2QoeCWBD~lHt@nvA~h}d1rY)Y`et4(Rvi<
z3Ma<p=~p+~g<S-^z54^anjkd}&MN?Sasm!UV?u!t0*xuzy}rv@PQGTsyK+xrurB%~
z`=j$V;FA(I&gNBXzq~KYsCjwdPE>Bov2~l9qMzv;DRgB?*f#qcFEkyZ|3PH`^kk<3
z^(u5><FI+dy3VO#W!`Psc=kf0r+Wfpu-MeEjao97)Mldv#;x0U)L7EBwhg{TWMCY8
ziJEcw>?i>Z-10VV&ot$Mdjf$a&d^Jg37m$C{G%VJ5)X(Oi)3q-8PC*0U0j|vjzo+c
z%0|<&xxB}^IJmqhIhxejh363xBoS89tR@L;rkKj?XB<`yO$L~+WP*opl^f5upk9Kp
zLGAGt3!rkh{x9bvaC0DRBI|N@)ExDzI&i11@gi;ZvM%tF{$e5UwEuFk@uK?jLiXa&
z`EqF%H9dQYl09#hy;zXF2y8yQoCNHSWbn>56nhu=8h8j4xjdh2MA2WO8d0N{yIGgR
zf#-ym7qh4f=ZjOXz@5oi|ARI2i}P-J*v_0WpR8N)?BYbGjQg>ii42*za3c^iQPmhh
z6DeBbyjQkJ^Z9J1HEea*wqN#ap3C{m$>GuL*^eAenX`F#;BHQq|H*I`YCfs)^gthI
zet*E(Qs4ze;7L;B+4R=MY6<X}JQQ6xbiRsCebMBOY$Kim{qz*OTr|IE&AL2szFZeI
zhXL(D?NZ2|tt82w3}&5gNA=5`EQcO7Tpp%5f7zWc-(Wmxp0*wqJg^bp@2!IUtIZU+
z=z9hX%bkT5)V5+<&2S|Tk+jd@hrBG<+<Sd9zlGlFhRe+}`hcmjWo(}4fb)31z{B#a
z%lRapxQl(w%L=6-=YTz1*jW(}f_smQGIrLJA@D#?@}2R;InbiZ@&1PM&NyRC)LZL;
zcHlzD=FzP0Ud*VO&q|nWRsd(NHEOdgEbm*N<|N?)BB}%7+}{p%oevPR5SbY###6NI
z%Lx2cOJN>xaIjS+ppBO;!hZTCCi0>;F5ujnngaDjX|N>Vpun8aVqed3BWw&9OrhX_
zZ4mMPnx{%N(WwtLHtb}99+f6Sa{7fJj46C3V6U#E@pLz;U)rrfy*pQwZ<1b<{&Sr)
zY`N-?til2Y2@pTPY6lB2*)Jdf)taa+H<c5Xx>dxddsGdwkGl|)rY3@I6(y&)MnLeh
zliw<lwC1yy<wJQ?&O{p61Bn>6mHGH-D^WzT_@|3}OktK1B2kDq*=UY&<JmL<xTVnu
zy#}pUZJ$Qc#!T&At{7BydSsB*j3OBbrqXIG&so&s)~%K_Ju~)<CM_3Q$_zL>v5?yz
zk=$yy{HiP+5wOh$bsAx{-D5ws*31!zJLTF9Mho^JhMbVzLRN7+H^QwHAI~~xxDTce
z-2ZyE)vz}L1Xo>*=bgC#QBN=*h-cE8%jb2HXZd`(vtlzABhQu(6T!_1(XQPvNh{A)
z_lG@}VL%|H5)tgwhnu9b)=)EBgwwt`TZA|A)hl3(56B{zYiK(*TrTX=UMT_845JX5
zaLU#4G6UL3yKylZd)p0o0p-z*&)K=VVPpE|tg6{fZwLoGJZyDE8=?bhZQ;JDSW>@J
z-=K&LT`uQqIJRIJBvLZJ*v})rFC9C9cSn%JECHY->lqx-QALO%a)R$BfpL^@QQJ{`
zGHLBvX$h6z5h66cAG3I<ovY~S+9<_^c?eA%K|I`7@i1_#Y;R2MFG=%`mYxCWDfPr^
zictFz@&Z|Cl%gyI2q=#X*o_xaiV~)(zKHY(0(1#5b8|dZ-g<IZztX}(h>%B$kLN*O
zd{*x|o!8=iR82|s_(PtZVIYtuJvUZ#&A>EwX67nVXfF0F06u<<lkJH$cnpX_@_~*G
z)MlhF<$%FH>brob!vmy^EwK{Rfb2#NeYHNn6VDq*K#9WuCBBbViD`d_j1g(`R60z?
zNnqbB?ke;%Js~4Sv-`06=ou~jDY1CP4)3V5qbq7)v~ecHz9tCb2_NsPX$B(c*fTrD
z2qMCDZ2B9=k|M$xA{n(cvl%0e$Se7&=Go2e6TUxu4bVE@!NYHN^pDP|q3w~SQDARV
zc%`tVDS#x0=NgW?><qjDHw#&u`Kea#XwicRypk#>C5)OXl2<6WSw{tme+}%jSDd7r
zB_|VbDK_6zEL9|P_zsO(&e&=^n>nLDWI5e0r@UQx$0#kQbpSFke{iLJ*ug9Lv>5rc
z-5W12&dd8{HaPYz-VI1PH=fjQHC#+^2>?Ogw5x0zac$#et>uT!6^`+F0gegaVJyWc
zeZeZOi23nPM;lRUcg}Eu>!a*_DFgsKWWlWOSq8Zx?BV_n8#G`9&^G9-ADt4b68ktn
z5)TlQHn>>$f`Jo!KQGIF*OeZxlF}FO8E4LCsKNNHwPg(|)B5mv;**66M;{-EKa~|X
zp{a|Mum%uo)iY6Uv7p*!VJT9q+aAR3v>6d~XR`B5<euNbfvDxHe1aE7WUzsoO7t)q
zLu6Ie7MP(GuN1fn;e-LGxK*v~fHM8z9Yg%^nNuJ#IHD3kG0AZzrcVw8CU%zDi3tN2
zdFxF8eOTZfwJ@sMpjpLJEPr8GSINw4O#_5e2C)}2+6$G_DVE+xYRp#G8meW>Ncvrd
zW-9SSGsT{gmo(oGYVy4m4R@yLq=%8+0aO}xe*_ym3uRlkg66kt)#WhTSZ`3ZiO{ST
zAa{D=PSk0;hs)G@5GSf0#*Fr(f>m{<lRbsgHss9N<cg&#$awafN&=jbcZ}X?PflDM
z@t8#cs^&qQ96J?2S>0T#G~l<@aE7A9t>iGI#;<&j5D1@0KyJjwif}nNn~VTloGA++
zUT`0|7<vZrj2iD<Nb{`lGd&A}0FklhbDonZGR1zG*(Dq47nWLNIoXLoM~tXiN6bP1
zGL^vmFz3l%4gPEmh(!BmElq?Bn}ZrsQ}(-6{xsxrd&g6)y+)#<+Ehx|tYs`qU3$u-
z3gt6iBUj<_tD%IbRn<c(Vdv`&*awNkh<VQJa!p`%7`IT_Uv(&Hf19tQ-Jh+Jlc@~7
zWRAbmv=lj-I%pL0Nk&yAJ{5TRK;-UPD8e&${X@AcU}ZrEfDV)u5&&`mL{dW*3sGSs
z9~LmOTWP2$B0Sqw4;<ylgvt$=sO~G;_Gbj1rpU1Po+MOh?4MFQ`-_(4hiSKHPg-8W
zdCX$2I7pNnJE4+Q)w*+Tga5qY?0(wI`cu_+19$?I_O@M?k3?Fudb+~nt(#qz6Q}p8
z-<WxCmD%|~_LkmOy4iJ$ll4EPnNcsr8WdxQjQY61l+6*Lkp<W*&1%L$Jia!G!Ge+o
z^5$&v`#dpBaTDZxz=e}03EX|KSnMJ&&*Au@Do4#Wz=%YJe(5v!wD?LPYpW}{H+biy
zd2T=jQn&3EN$0I|0kvXi*Hv0k5)q8*wsVyGZ8`{*w=&r0ZCN>uge&$dk<}x!^KG^9
zauV;CR!-Abdkb9M;*ozMVb2V+bim$skPe+tVGjqWP=q3qugJiJh1;~I=BTzD=z*|O
zuT_ZchS!u>(W4S>LTC!OfD`~h83o9xeTTk)P!U%SA8k|^Qj=r^N@Ope$Z-0uEGGF;
z)l-G$R8{If0fIMquud7LfYVr9-}kg*JfTK7m52c$&1$k$w=&OfG9%%>_?4}Qn&+-t
z-&O}KK{5J-@At||Vn#*VzBqOuR-(s`MUHm%<Lqoi3iaBlv?XDIWu_{~aK$C2$jp_T
z>?QLE4x`Blv+9k6@e%WALO@1>o7O+Y?AsaB4Dy690rXn6mQB<UGL-gg>yso0gPx08
zEdyd)QSsJ$daH}&);gdfsk@DV;+omyMgaS)EJX++PFtfl(hckCbK)YHBIuwG0D5`-
zEpH*eZ6h^hrLg^ER5N+W)sTI@6^-p8n>;B$4cf4UztX}FGs4aAoqtM=PaxpF{G?D@
z8DAZkNZ*;=0YP2k*Iugb(HH^d7YIgn)BiFEGyk}$rU)jgEVqGGN&r-tBKr=twbKx-
zO@Kwrn;bcu0ccF%;<vlf3_>Z9HdZheGB83XZ=!2}pG|V4?+t+fSroY3aNNBBH6%Id
ze2?mMV!o#^4i3cbm+ROF2u0n^7Ga9Km)(r2Fr+7urdv~l>5>`lBTuR-rDNr&s=SG>
z<U#F;M8Mfs8s!5W0qQkogb11MmprZC#v%fd{3a#}414uCtGr+TgJ@a;;M7nPRW5ZL
z3fU|KL6-O#jPSEj8xq;fFcsu$_K_FiSM9G1)>g|QSB6E^R|A%{7-J!L3bf++q`LWR
zpPwX>XjP|dp;Q=IOg+I8KL6A(P%fa+J3oVG4R2rp>CjD+YOYWr#W2Agar%;-)i$o>
zZN9R0&%i{}vU`g*;k&9esKamGr{2O>c0L;;T=F!i4z25LJ5^yH3A5xz>g4x!inIaR
zxjQ!y9)GB|2G#+obA3lqWn0*c(4!6I*&J2W8rH?;_x834Xcro^=P$Q(Qc_3{4&^Ut
zPp);a05>TexQLWpC+Cx$;GSvG8B)Z|2!jkd9rncViJbn;sJp9GB1kst=Grnk@ZNWX
z3>_65JlTOb`EYh2RxvJqbtj^bSc#}oDO)AG8RqGEj*#J8HAH^Pe-D^wvpC}~HvtlB
zcll`>iDjV<*oQ9!LVa-#O0~@2(%l5_QBpZ^8)qc&sCV<e1gqW1zGy2J1tzhGQ<6bd
zqTY5z<+#d|aWG-^9iuB*j4ai5g!W%8CMug;xZAa-L7SctvQx?m?Xhj22l&ZXxsY4}
z!rUMN=LLzWp;BR*2@MbrVMO?3Pk80(oNrsbR~$GyQxT?x94U;Wm7QtMZ`b}g_^I{c
zY8|B<yuu!PZikL!UOwKjg6b`I%!!b#3Y7_j<vtj9NkdhL3HNp78cXDsA5zn6NEaDv
z?p5uit~Mx;d8Hh<+5C1enj;|TX{|rGUoSU(ZFuDVb9s>b{;T^uu@mHe^`HKldO;X?
z*iQZvgv(-Oljt*`J#qyoi~F`*A)XR$j2gIkLhE5y_`TH?lX2E&1c!&nMQt(|??!gm
z-E2dmgYT=9B$X`oYl=E#t(JqYRB|G6fFy8N{HShn5mpBLvPjnfG6kq9<RM@MR@IPJ
z_`QI;<aRh|NE@k}`YgYMhzC=fn&{wewnYqkUutW;jQ|VP>wLmUx~bW4C721a4^dgP
zvH7XB;ff>r!7D0GC&Q%qaiO5~*~=&NxCB-R6$B-ItMs93ZsBY{@zJ>XexYMLpyw$(
z*xJS{k!n<MmPmQ+=txTgWb>5>7(I<OUT?UXW5|+Y=PA)EiwH!FFbVEdY+c|WJj)v1
zYo!-EFRh8jAi@mC!}Q@p=!2gWg$c7QuACQNl1jJZqp8W9-)5ao8E{`Tj*1#F>4C;^
z1+N@$1XdltK#R1{>S=2uvS;h`#U%(uh_FraQ`rktpp;gVlY4D!N*~dZmd_o=`Vbuq
zA3<LMnsEBFu)ojJcO*OCTAP}pl0Omw%!P1U<G@=oz@5Cu809y_WLDrFG_%qn6LQNl
zewOS=Tfo%~{|b!Fgf+7K!8j#&(v;Sy2QiL2*v7D$*L(UBlBnplF+Euh!Ov02scHrF
zS6z@?x#vZgHrOuyf;6Mh8UaPE{<oC4(?0FV3NU^o{edfjQWfwgLlI#+1KV#`Pa>8j
zXJ5qI2;7UxBR(KKcD*V4nmyMR`X17eEyBMF&XEy|q}`nSbSXo^@F@UeSequWict$c
z#F7%(CeITZP87MgV(h$vhit|@;10LR>q=Axn>WgVdRc9ngCJ72BhKC%^1zkSy4QfE
zk$&MzMqo&0fxLeo8U>@RZrHl&doITCtEr21Y%iKco)F)gt@HcbVW)cFh4jKK4r)tC
zl~_fQ(y9z=YQ|^t)Ram9OI@)Woc*31SYah9!JZ=9@0XT<Sq@B(u2yyA%h>K`MCeEo
zc2+B%P;xN)BX*6^xKKpE)l|q7&ihPE*!+W8W(p71pyM+UP~=2@zWTt#C-z?uFqL{R
z(rW@6xHpXz909l`+H}f(^f;9#1`j)oaC#r*muQ)r;RBK^Yb(M-Odv0um3CmAZNNqa
zIEUaUZmJ<jN6y&fSUBtmxT1XkxNQq_RzEd0-zG;Z-8>*#1tVn00jAq&R7p`yTogL4
zyczd@!LE_o8<OAOJMj{@t;!fVVFXyO%otZ;wRaYcFc!Hd(^#i+Ik088kL-`578M93
zt~!S>LHNXw7CD&0=p9{OY7sYaQFKHu<KRohjVVKFG9|J~>$R$b4C?v(t#wOY^^$K{
zfS$%Tt!rgsYf)oW^2DCW&^s_9N5Uom{PqEU%FpYRS85a;@ffbS(PGG=eN~4N`2j!B
zA958i_lZhSQzhfTg6+e%5pSzl$sC4>70Su%xxi5z!ra>ZY}S+11U#mS6%U9i_iUgl
zNLE|ddxK<3(ow#Y1a@TN;;}DtX^+?dbI-$1^BrZyq80bH<82s`y%j<r%*L&ZK%im+
zn2i*LGlkc5%Iy@%<jEe8X(L}l$d#I#Ae2-G)9du)htqjLCq6WtN5uA95+UL8dqh;M
zfNEIsyWh2hxY~%sMhvm6Y9q_@`v;k5;Tb09HRnwJN<mGhINWrd%}cIts(F4{!bC>&
z!z|g!tPs7AAQq3RP=f=z56TJT$=Lc%lOa@O1kKqNPsk)i)_<<H$CR{r;Se1!kQ+!x
z!b=v|<9Kqx;G4Y)kVFO4e5<R5XQx1gn2<4Uwv71N1L3qx0tY1>%H9RY*!TBwX^ot-
zcjbP>X+BvQFukzEc`E?ObT3>1c3<S(0IPtzYct|~$~c)~^OWP=7vb--IilL`=Gci+
zT$lvVHZaLOp~WNz&9!PS2<y#S3W_`(;Afm<2?MU&Qc#1tuM}yDZK$f|qbnsT!CpB>
z6!{QjqW6T~Zb$Dp9T0z#WcvQ{{&37x!TkRA@b4?G+!f<bmglV?dkj=?MKDQ>wy?Ff
zId7_GF-m;WA`7_FqmIK(GqYn?sM=1>)dpQ#h)*ChqQW;-#V^7f6lO8f$mWP_3tO`&
zd3?jpdI|Ob@S*Xd;XapEDsK&OpeYJT<lt@!VGVtfn7F76^?n<niUx3$-?AH^MW(@q
z80t3=b0>7K@SACOHx|yxOAp6gM#t{LOisni83%<~sq`aHT^ub+Y_iPi8gG<DHyyC?
zOMaq|x%10%M*t(=IW2Esv1MR&$}v-MkDY2XG8bhyrj$j(;1YxTu>EX%iA)|3j94rk
zu#O3T%nMl$%`qG!a9$GFXxeou3h;=z;QhjlF&f;oI{4-M;0@Z&l7bj_|2tmE@W&J{
zCgRK?Rq0BlY~5$eTtI8pgT*E&s^1&b>~a9Y%)>U=#%(ku`PChI!MFdhSSa{?sP944
zdwe6qj98V=?<!Z+F9z+u6yZmnIu&lFl>j@<BUq0~@?o_CTq3vLsG&yM=w}+rUFk80
zDlabk)|dw{UxNdOlWUMY<L9%`38tv*r=qYl;0nIplfCC-QtG@*b!kU-v-OWH>Ul9R
ztC(NjZ(jV_OMWS`K@qmG{;3fRs3G$wYX(PRmL$`OvK`Bv2>`hhhbS47JZ^_awsAeb
zc7SlKtd0rDQBmI%CioNgdx@Vd8YT`4hCch#suQc%8QV~xo5sP=@b-iYhtZ;H3ScY#
zbyGrLqS}d%n&eMB;3;*mT4z*hpxg90?iVeLQG}d&<g&uw<-_=sD&xl~@o}I;89eas
z5{~>MS(1RL5dXdZN;z_sZT^2sIr0ZB=Q>;Ib+*#$Y^B%PO0Tn(US})4&Q^Mzt@Juu
z>2<c!>uja}H?x(B{R6Y>-?Nqe1NP`&!FhmmJpYYsrT+mn^}jb;>Bco$z%^RHHCn(m
zTEI10z%^RHHCn(mTEI10z%^RH|1Z!2emm7yJKg{0fBy!v{m=bx@hfcl|5dbr|3uRL
z-|T;<G&-zmk+t{68CyA7rnM=Oyv&UO@jRYryBh@tQ-4*5ld}wgHr^mwR|md67*t{x
zW7i-L35^<(e~!Cl?kAtwc35BC&`xmju=7}YDRXKM#Y%>Y!@0f18N~Q?b}iUKOyebs
z9L{SN7n<e<`)AfK86FN23F1d#;@@CY4?|yx93KfG4GI~oM<p|~5zCWVp8093pj#T_
zYOE_7XuKiqdX=h(d7$#3gQ@+#C(e`uE{I9n?C~SE6gQqIoC%*_Eblw~g)zS5K4EFy
zElVBQPj`j>de!tr<k{!M$JUweJ9^*!KzsH&budO@r^-bB`7X5d$?_e&d4@3>KB*pD
zRU=Wg1m&}n_u-g){fAcXpRU>|J!#G)vDa6%yT3A1ESkCjBB@A=`3y4`tawwQM!fcl
zjmc!*fY0F2p<r^2@a5atwJI}c!CQJZu~ZW-M!Sn2!utOC)idE+eU!J-kLHXEF0^_w
z=(Y!RFs$IVNur)PlJ2a-cSs(x^?jQB<jmU-vLbTy#lSk4|9FmEk71?X!y@UCWz8|$
z`{3_^!0kyS(e6!sTsiHPyVrl0#J?|3qtUdor;yWE6^&HWW-r0WmOqmxQTFAN+T<AQ
z45PbQ>TQOf8mMmEy)5?$*t&HKCAjl0uHjoi?VT4zQ0wPiRf4C(Rr6T{B$t)nXAxE3
zXJNCeq8i=LG9KT)m7`biS)==O+76w{`bf=hb5!<)A|!$20ei0E5a(T^$#|^}+0G2E
zRyMnjlehWiY=|u4UHohv4t^#zf@Ys$mB?d-;QD`P(tP2!a`SHvjD9P@m1c<W3;grA
zNc``Pi^Q*wi>|@#uEFiD!R@ZW?XJP?uEFiD!R@ZW?XJP?uEFj8AA;Nc?QxOl-+|i!
zaCQId%T)m(@qYqD-4kQ@7knt(|99}A7-VE{-Q1s9TR?HW(Kk}g^r=S4+m)1vI*8=n
zF+?cnG3hEkC?qSo`RV)e_tY?@BE5x=_un(xcL=stv#V28pvUCuGR@!6CGvq}*K%D>
zNDBqMK5dXGb^t<84Qy@t()SGgvV_)A(%RZt8|B!%y*Jo(g)IdH1WG?4EWk!TG`5Lx
zJ?zSxZ!lv%c_u8u3kq$uTv%`wqmdbE^6;1P4tWt3I{u_E$|i)-5)A__qJ8d`C_{vI
zydskh`>m#Yq~ch<?s13$W4wy!3nKT>pmuald^rq7iW`_ZO+-817?{&6+9dhHR2i>Y
zo|e8I=iuP@Km!tm&}eYh*szrw^swB_xSzwSr6S505fldxev-M@f{%5E5!yQEOoR@e
zr@&{8%J?>y`+m>K8W+>t`c~LD(<^p1Hc?SgHtdSBuy2JWm?1sJU-pH0*}?!E;|3K>
z#TIIBnjh#FCnYXHqD1%@irHFr_~eoaX?@*fPpzX`s`qy94uyPkj*8ssdipFZ8&f1q
zfj54dhxfGVlN@Jfe;p6Gwe2lIpOq<Hktq3`M=C_<U&RZ&h(JW75pU#jgvQf_>15Sd
z8sab2<zGGAF<q&T?E1KRrfMCds%NZExXyN*SN!<>M{Uk6eSN*hQ(PzwMlQ}{*2`Ff
zH?2$WUB@0u@C0K9Ll9Q|a-kR(P4hU4f(d;O=WNg-Cr^S9?<%rC8h!Za3~_X_gF0+!
z6$HZG4N7gUf{aG3Vtx&l*n24Z89S)CS%K?S4Ndj5jW8m1oo{5~JK@G_+$9ZmL+iC;
z!WzM*A|(_fxzm~M-oP)aY4nc0=vdxxasW9rQ9R;)0P)LOImNztg;;$5;Iy>Vb*!yz
z|8(%x+#KR-aKLoA8B{ar{`Abm5K^n)9FeW7&C=U_dv{p8Gg?uOG!A|37?TPU6Z=(u
z^iy6<hOT(>q&NB;YXMF`+IM${td*PL%I*05=3j(0G#Ug`dVYOaSy>sCzftsoqr7w9
z{@Kv+ZmV1K*z$JJW=fUu@c78CTSnQ(FYgRe*+{l)I`KJgeapbSAr;aJeo7^D5Bze^
z1M#KsV{Suj<=#&GOao$YXNiyPLRekBzvsd_rQB$?Z_*JD&-2W3Z2d3{D-C*4^j*UC
z#KF_Xw`+f?rF&^12Mnv%r1Pp086DM4=)`O6BYyf$(C#Tt99E{dePHOlkgw=O<VTM^
z%@EmNK39Fvn?BGL%@;ivut-hyu}blCFg7qTGIJHv9~~JnZJKgAx<4R?*HGF}Rki9~
z$j!&YJ2um2IMeemh4q4e8QVj%4q2pL`F%0+o75l=FJ99Re&wP&V|PVWgh!IjO**Fq
zn|8EvP*9c2Z^!n&BbFKF1}2_`At%#x{kfw{duKO-i#|c&)W*R<vs-&UqSADtZ;d>-
z`FMMbdCG@NqWSj0jdu44(bZEPzHYvJt;9?m>+;auktR0zWy|7{>h0V2Vv6D_V9Ymz
zc5Iwx8Y;>@Z%%A`!vgqGhjm9yp1?ngvro<)_i6}b1F)Ad0<uQS=Zwrv4a@rb>(Rx+
zU&(CbjI^cVh6yM2tE&dNxRzpvVupmW4UXMmdhzAa!P^{V(etzCJ|lw8=AOm1QfV@m
zBjj>ud(1kQXWrn`^>12RRaNH=>TwRewT@ZUJ*jK~^dkrEA_bg_B-%IA?tcqqKv{id
zU~!NAq2XG)8f+xV?<CyYH=ao2;6(TqEfz;mk;GqWim9$irB3ow)VWNYUvKHtw6uG7
z+OaEEu|Mw4OJaaf40xP3L)nCC6drV<+B7!aT0EPuG=BD3<O>?JN~tUWR*${8*+}#g
zU2KLR$*t2SB~ut5B1yHCr1IS4=AF0~CqMB>W7^`EO)TV7R+BaZntw)r-!wS#zQMri
zBKIwaE_w4O^_;#14N+0hX!+(RV_Q}N)O2Hh7w&VD9~ACSBeY5lm|~dU%oI2TO4$2D
zP2E3>pyXq>4cPj9pT=zy$x~hCcGp5+P#T}pPn%}JFTtUoN{O9b#4@w6?A?9uu~EOk
z8a2Igc(ckP@cB*gXRn84abhrs9kIVS<xN{sZ9z-861L+>aa@6SzLKoiS^B6Omwa_J
zb@jQS@+71rE8sJ!?@c(^gmlck$e?$j9(wPYD^*5B%=n}tyKv^Wc{Q#yzkSvMt7iJS
zSES*xlMAq9=w*1b{m_xHzUm1#E?qqZBU$Rp4&u&$^<`0`$08Vh2=Ph9yw#Wi|Km@4
zGM`E<1rEK=*-2eVZk@3Yx)SlIpQAKQeaoTK*eWk6H16$>OJZ4g&Yp}wZD9J%NAtn}
zShYd60FktGN#V*13!B0EO1BRz^s+Y%J*%dogu>a>t$kM9amuTmN=Q}t<p}ieygh<r
zFRvzTY-)FtkN1Q)l&0hqpOY?y$-0JvWn8sKmz(KNCAry48oL^s51TJQIX_s?-*JsH
zJc#(binQBaMsnb?ya7VfRoHW$kc;*H!Wv%h(@I4hh2@S1!iU$fRZ@E;rFz2+i;Its
z_4AJz=#2c)5+hzeB<JjOr!acGa;RE1Wu+$g_AHno3|DWk7VmrO0`B)7Qe3^4NYk`k
z+E3{U$N_q0`($QC0@R6O4FALDNamZ5;?Cb9hpX8RmcftW0yI}wBu!R{v(#7R1-Ejr
zK6R;}7w&1H7YaQ>E09V;BM%8)ta0lMxl6%>w>gZ~d#G5dOGl!%n8cjO#NWYmp{t-F
zk@Gy=osr~O#Lab%Pt9?}BRWUV50IMA4_cybj~ux?$qa2L_&MNu!+%DOfL8P+-%br<
zw3|A};?VUa`7?gZKHm#3Wt~g3Q~#5|rQl06Pw`)cf3q$5+u8ZOjV~Y|^v``sF=4<3
z`p<2AvH#9CzQF%E(BBrcWhqwHx8OTXXv=2gk3~E|8oa!lUvX<{#Kgx84U>b5Z+=dB
z^&%x9BMNS=WuU05>*#`^O>7|_VCDo8A%B@B&-?2KF;T)BJ*`LDwD07U47D|kOd{f<
zXqRnn-hUhA6ZW1A=@Ijghr8$|+b4dZk<mwqw@H5hl?J~G%TPABuQ&T`aGH&Q{i#;S
z4>?&r3Ti8LEY|?u$E^2RAM>Jf=z;yVwx92(pNGib+I16(&$(gBQ?aPzGoErMWz1Xg
z_WlNnboXPbgzxFiyUQE)MO+$jE~29^$$vhzcxtnhq+7im%jc9LY}?uOJ(Q%-sOpKY
zm-^%6_}~y6Q7&d7_}ju_D+9Cc=-bAJG!hc*U*}MgBRtCms)qvlx0kG~p8g_x%)hUa
zpI%`(x`Q|BM4;-ju$yv&dZ}_Le9TUDr&Ora<pq1nY3{w=@n`3&s60OGyWSVaBegIt
zw#56AD;?W6GJ1GEI?}zIE`8b`cE%^`55VXSPqK-|I;U#WZhhqAYC?A}OOCX5G3$>6
zk7foOU-)T-WSN`IN|wVkV6Wl9=?r6?A0IPf!3yGLd`}jSF6D1sTzFqDe=9zT;m8c%
z&C$r!BZ~<aEK(pJpBmJ<4<axsRR*U#W{h&&gs?NiZx)UHw;+MNpO;y?1oU?Sn7**{
z9b2ssbMx6L**YsHSQ#AsDGgY+m5D#kZKXkt&^+)|g#ByMQNL5hlvFwES9Noca1$2I
zec`=sNJ=#d8KcZMi?6!9IzAnRJ^GM0&SNm)_7hvnUnGzDcOQOC`D`=0Qc%4Guym;{
zEXSC_<M#7O2eli@GAZI%)(7d#c#^-0Cq0&1R^)GK&`wrckH7is9?0eKz)XbI1{A=d
z?r`}gax+D3#BoZB{cElV*Dp<b-Uv^j$0Q3DH#D}kBRTGf!`~%{cxa}JSZRf<=$uYC
z?9TfaRa%GD7|6#%6a=Ykc;$Ceu-+#ClA)VGv6QQLI(COWYR~NxzhIfm_KPlu)G<HI
z=l5G%2vmuvX^GbtEZ>(f-EHY@>*?s|X=~+UE%@kQX}9*{r<7Q5PJK)*BJuSbem-o7
zLh=i&WgFrL;@0=np|sOqZ@E_p>)y6*!SWF|NC_^WmUH^`bB==KcG8>IiFe+}85yZ6
zJXCxcN4;$MLlyl;D#btuK8TmjOh)G7EAFwkPmOqRw?Gqbc;PTQ?~sMHm6a8JVNguW
zZ2%tl^D<W1W9%Ax?20A`(Tz`dj9gJ@CbH3Le`C9T8>A~M^{=46;(xcK6aQ~5>G*~I
zzg*HKujxE8CTo&6Q<nQ_%^neX%bqOqM1?k5!6EsPu#oQS56SF!%;rKWHoh?7><^)l
zU@}*vqBfD@gHp*O^SZO3$W#Nf-W18<Q<t&L(6e?Uzm0l2b|n2tpfOrZEPBY-C!gvt
z+B(RnU?P!>X!zvtW>N<BL=~0|+*g!%@|aQ}I9AQ@S0W6Ma**YNr?_FNIfHi|vI?OS
zZ+E^OhUnskJ&X*)5u^Ebs_BbB#~{RU-4VVSpV0A(#Z6~u$oq@CqW71I3Nj}_ct(e%
zAY{iiC=5G4{x#7}#zaNL5UGKq6X#Yo1DCP4;hT6a@~FMt-6kPXWp~5mjJq`*YKvut
zx7<0y$kfD$?ULlJ%EUNU&bbjP>E_-=ijP?9U3DItnQ3cloAK89fQ?u=Y9A-_k>4sm
zUg1brWZht4amOdee#Kt#oP{?o3#MeE#r>+wsdJ0d-hPb^IVvjhQTJn8TlguqN9Dc9
zx?N+z5ASN^{O_jqFR<Q4BYEC@G3AXG0$162NS?$-^o#tBNm3`5!zxuOon1x0`Lfae
z>1a_Aw5X`$;FNqiYRRZKCpY|as%q`J?*sW_t)_*t<Q*2AOHv|B-iU|RWjZI{rkGwl
zH1lYbFY?J9uJ)js`LeOHu|`ixNl8P4*?-Y6lUePIp8@rq7K-^i7m#4W%F%UuS7-bo
z=N$>p_yK_?6SUWf99?_~ods*(Q*B^yL|t_t#QSIS@$+%1dju^ZQn@|9UhEJuH-l02
z)8Qak`F&G!=A?vQQG&y0ILW*p7lZ08IilZH^rUC6Ro_;vd^~Eiyb>rYXp@;*Iw3RJ
z*tESqH6_L5=2p&s-g+@^laV4A7xQInOQ2$<!v6jI;X!tKPX)`(FdS|#q&!BQ0)sZ6
z%SkrVhx1I;90$=uP)xLD-`INW_zBk1YX_g!4NpI*%<p<}*wK#@P1X9sP7LAGB0}Oa
zf=CC)Q9IqEpF>Qqg8YJ2nP@7(5nns@S!Uj!3;ICgA3J-C3fotWt#5xBuADbJC_X{0
zQBwy;I64-dp&VxPjv~9o2`8cCd&>iop=Oi1TzuV)Eo#}Jw5NkEK_u-zo<>A+ebk$H
zykMStE2<ZrXj3mMP?~6LYGMNSW_5LSBOEI_M4rF;4o=}2tiUPg*%&uzZew(jk)DTA
zDSK#h#Eo>YXVg~(*Pf@r22A?)`=%&nn*!KO?fTA%C>kTB(fJlVmb?=-x<m8U9=GJu
z#^XJez$CMrH)<^*Pi<)2A%O#w7%5+ge?H*S>&<}WcE)XobT1gs$}5gsvN65tq(y%2
zUoZ-i)kr;+NYhIgl0t{evpxZtxCw|c#q?6B-L}tgg?z)6OsWrPlB*aq<;55ioq)Z7
zV7=M(OUn4<VVSR%_gJOXUnIu6$q~Y>Xz_mOjot_2&+xnrbK;K2E^(#K(>dW5<j0;a
zc<8W7O#-jRNBRki@5<SUJhLPO#7IK9xNG;cMxm*}Nm3RaeVWqti(og&S^Q8bwNI_c
zB0uju#SZJ2hXtX*>@V)<bG_+po4Yf%I6a1$`uy@>z<2O+N{^$acFyB#qJ>p?*}46F
zCaiDk;?z`X@7%)PN3zj|>U`>^K=XU1fD<x{4t2)z=WRzmX}41P@KTNKeqngqE7GA>
z!Nu;(Qq8EDrjc0A!9d?PqKpGaTgK=md&36(YVRMWXUes0KsE3)U$e8nDVV&OXFI(n
z`G#GMRyHOG&30N^QhFdakphQ=<G7xg3LIf;dt2WgpLH$d$Qa1Xz(;WajVMR;);+m*
zM>wI?aNS!0^M<zg`1{DbHtosz2^)xccJW?01!Lc@iEJqHSXVo>7oo5eE6$d~$g72B
z^5h4;=@X(FxjA%-v8{nVA=l;B92(yvZ<(9z!>+9Dq&M65I_DN%;F^mpc34}9$9LP@
ztaaoBnTq72^z*RHq!z!|;`GzNJnmzBE!dp<po1N<GPjwSgMqGP%U9@;A#Wf=M?0d0
z9pb)a7g7NoLQ>yT$?0QTltVAiP{s(8$a5!h`PNzVW9+BMo5_%$<WH;HS*p+TJ9#3;
z81&fa(mqOp-mS)3=^Tu)e~|b=!z=YhWp3~SFHBkTkvDrmV9~amSRQ8%ZeUR~E(cjX
zyQ54&HqnC*v3#!7eYq_Jq2JVl<8QAQ0{?N?D;{7^5~d&y!F^_DjBLn&4k@KGMoipS
z0bWAZNtjYwqSfKwSdikvpFLH6EL2x-Fy+hU>{T^2w!tRD|7N!RJ%?V+wgMtzV*gkv
zi1J^>*8j&!L6l$cuN~C;c8>1W&lvdbJ6gC~D_UDQKehh1?aUZGb?0F@qWUxao?Ca}
zPM$Whu;&#jO1jxC7%VMc?-}3i(8%A=ooCxEN$zda7<#1O-{CE6zSW!d6WwVJoyFjm
z87ai}Ey4Dk5&kqU96jtuKX<Hn7-UUbzp_#!>c)a2wfZdEe2(7Ev0C?0q}#pky0u|m
z)G8%HZse0Q=&E;%V&~pbzVzF&Zx0U3!Ec9>^?G@8(cewsTD^$BtD0}|mC}Y@!8j}n
zRaJ;Eb+vv|69rs028G|qARm!{TD>3l0ORtCO72IPL}iiLzrO>vp#P`?c^6rS_ontH
z^bLbT@kWA6ro-5>R+loX2IZ8V?XS#v>2QadCv<1^95wU2%rI-LIAgNZPQJ}Ku7~8^
z9ALKOH^Uv2)EiHpe?687bJqG2TEMh%^!%4Cl$n_g`sz;A&u4VZ9$r>nW1@|e(V9B^
zMq<g1kM<lN#e_~1>^WlR&_xU6ni3Sdp7N?^ZR7@OXK9K$We*$=vSazSKW7XX`bMd1
z-{{UF>NvfwBpM#Cz#mObuyGXoQ)hqOD!)76fbv(G?{IPIKy?A9RYnHg10+oWFI}{k
zS)0}1^ALj}xfxt*ZSW0{w0XE|4qpMGOr{A0ndl+?i|!;5drQ0Z%nH?BO9$-Q;>5q?
zeJQz1mRPGDvL%JxrTwH&Py^RikDjGiJoS4KT0QwARgAkY<i+O;1TjtyGas0+3wCkz
zE+>q%rDQCUy%Kl@PkK+U8DBW=pyg&ZWpS!HzhEB9j_RCLpL`=-C~^F3FLP1<TrAJI
z*Xm{NUgd(JUiZM8frPb>=FkyZcUWD~DGxoxu-L6B{!Cqx#cr4R+sZS;4^Vi0dbFvZ
zHs@}C*)-Jjnv`k!?5Kb}ye|8e7*9&n_UtMChUk9x02aG4_c>@Ut$R&6zg#NUrr#SG
zx%hLTcqn&1P;m;mkjuGM<uQIC;ka^0$eQe=@jq+JUn+2=7oq~f|D`PddOPK>+u&Lj
zw$==MS{Bc&o!l9O`L7B9k#di$-JCt1Sy{U=hyu>&@2|klPVPXNt8e~XXHmC)YG<L~
z?2T)D^_G~hAj3WJd!|<kX6^L!H|gK+{zEyno;h3TSi3VA1LPF%Gw|tJd%H96J%9oY
zQ26s3{O9)r2Gf5%$zZs;OapckVE7%FgexNhXf)88-(TzMiZF;>MKN8)_vwl=2#EgU
zvW>1Ng8*<M^5=<wFoVEv*Zg-mG2qc}mmC*(Nti+8YP;bP&~gSo15HbNYpcKNegG8&
z-n#dvcHl1|;IF@m0__$M6bE?mhrrdJqPU{`|MFA}c>33?K)wIUl&doTV9G;lCtG(2
zQ1ZXEw;>?H|IZbIxPT}w-veN5p1C+*nK=gcXCA<a{#V%IUt9w?`+NKV=34^;>*DTV
z;mE+Jqi*5mz#uB{XV?|&+}(i3U}va{vlB4bxWIwZ|CJ40ugCVj-Clp$n|5??+4j?t
zCaFck>6!CpZ`zqy>jQsM$ro1CI*yTbF@AB>t+{D4F)Q_yL`n)O7%XyRw}>zv<l{YH
zxOFfSyGl%nIi}%se%aS2UhsV|Ge>%e&XomrG_IVQk%8)UmXWNJoXr>)hn>1GqLVOO
zf37+3f0zTqI8*+6y}<JD`}gm?`l%)6b$tn#DnbADp}~>kmJ^f{laoniRf2SApy`(P
zS)11SFAlY;smG{~+~m^#Pg!<hKr2P-M4Ll9k+ZW&(#b`^f7JW0l-+Q1dX0AL<-dM{
zc+oqsBXEW>ZxL`{a&~dK+X=n?H|juR+;7P#YH6gXy)8wQmS%GOdj)8>C|L&vAjO=B
zd&}mlg8$hPehoCH5Y;Xd41xm!0uPf1|K2r~CjQ{ln{IlyiVirnADbGQni!;KC1qu;
zU8E+(Srrs~)U*6$q|;kP;Lgd+d>5)yQ6=N<8l6N|TU}%E?lnKbRa4yWpl|tcdhCEd
zEm@BmXXdqiEKVBWf1j%T0BCV>ZgEoKU8TF$@2&NVO-`;dVLMNoyO725aPS7x5($l_
zM(GT6Mn{t&5fI+=l~hx+M?Ys4!e6O=6K0XaU>UH+{Ic-@d9S~LE?sTQCzI;KXETN7
z!c!ZdyOl<2P-g?KE>0K5AHFN+7?QchZl1UgdpcCUS`Vg+58vCls%z!n>YDp!UH+L8
z1y^;ooZi1{&5KT|86%p;*}+xge^SN~M=~ZbohszcYV-8ndKsh-XqPu1$FnW>W|g}Z
zR975c7Q~p@)?H1tH7D$Q?<J#|p=Zj6u&{&)=_d@NzQ}7!Q(v@M3OM+#f5~qZOgmg8
z4z{(te?O8p>Q_%n@e8l&j=Oj7`W>#Htp5-8-ZChzt?M5Q9uh3Ly95tTaCdiicXti$
z?(Xj1xVyU(2=4AMo!sYrpL_4WrfR;;e3+^(=!Vm4@3Z#O-&%X0x=B*X&!9^J`7u|7
z5p{&E$AM#KPq)W0F)?MzRRgfg*<kc3EmqA5Oh|D+sqtAvv~jXNN!|ZqPZz*5m|28V
z88>kxF}PM-UanDZBCD#J()yNs9N5}Yc9_wkJCc$hRGdFXA|tP<?@=KoPOIKnf71|S
z7{%$M2%bnSnE&PTe88ciF{(1Q3t;Y^tNf!5QjAa}r*?V=foZ?+U?!I9)}qRnE>gk>
zY|2>!W5Y1DCufEQ@0VT&^NCM-MnXa(mB`~M44O#RZ9@-h){B*zap_b`0pO=uwq%0L
zXMw4LKvYgfW-1UCYiqh(weHiWPji~5P-FIauWjLT;Dvvjz$DVrX(twU?$J@@?yrp{
zrb(hby-y&{Sw%o{VUdvoy$-&$_&$;XfKsv*z)}80^D$&?tIH*!z;ZYS!^KEbNy%_A
z*bK(?nhmWs^(X&~=0Ep6rbtq6^fIU5AC%DkSnK%ERk$z2*namzB@4?}Qa~@soLx~>
z7bS;QW8?j~DsuhaG5*hu){NfPkl9B@alT!Zk)3-|zD;_IWBH(fSP&w%YT%Wfp)BU{
zYtFB>Io+mKRav{JG#~e!s`cLBqtR$Q>>XQctj4(OO5V;AOj!w4S38}mk<Ikcxvc{n
zPoH*rFrYR$>P_>9zCtiA9x0aLh%dQeL5GVltP^56@b9K%Wpx^kqH=Imi_jKIq}aVY
z*fR09g2=C#u%MCtah2x;-;5`)8Qb-9^*i2<%#F1UH?TNwKIE!OBiJ0fh6Ww3wb-k3
zkM*Mx){Lr>*ak0FFj%#K_{sb*5$wwh5j?xJz5Ljk1Dk+aNN&}IWIWD66v2jFc?>Ca
z)BOr1sagV*6rGY<bk#DsS+PxzmctZX$%p4XaY^g1l%Qh7P6WOT?1~VkyE&8E@U7>^
zOV1sV3*|NU1c<HCUCTB5p)&*6-iHwk_nppOL+<;5FVvpjl)$S)L{9iXjR(zkXbnCk
z{BpDGm}&ETzI(jhH#RhCky@^7cmh26`}>cLja5~8@2()<^`tH+S~jnT+pwOYyA<T@
z{g7lTht&W$3@_7I(xXk7;9P4giNyS@&dS0I^@GSm0|N!Uy1JtAc6~IvR)k?*>h$I&
z+|?qUO_X9OS2ysp>e{+BU%aHSZa0ci9qo)ZEmj6RvIzi=2ToM$U@PG;Z0m#(o9!My
zVK(`K`11Ple$<(Dp`*O6r6^wv&$k{5gN_(!U)X4$3nni-90xx#JBB;qu68(-yCn@w
zB=ZUsN(wn^pSGXGS7Xlbx!gCkvZ{P~Sl|*hL~o7eX^LePI9kBiu@W(#(hGve6GCs<
zIgcR{M%+firnhT14aJ%Pv1E`o3PnFmHpi=0UW85G1tWlxi<M*ROf3^Lf$hxEF`!lj
zsNBRi1lOXaZFGIoB+bY8vlJ+FVN*;-NQMVg>=or7dGh)xfQLqgrQ@{H*kS+%EOMzV
zr&>$&Ue#Cd$;YcdL#N}EMNEziJ+18ih(sYDp{J+UAVp?hZ3tv+XlRHwQdL!b*c)o#
zRhb2p!eR}7L?b;pS40K>RcIAS<5Y5}$(rXlX0J;mNJBxvr&_&5<9W9B9Rbp;n1QOK
zq(qO=(duljMBWgSSV_DHYl^z|3yaS9iV1{E1St}4O4Sn@t$z-xW8H#~(*SG*PM|xP
zul&dlGA78?Euz8MB5AB&7vqZy%fM=iu0=%5O^x{5JJ)+l@#V2~II$5X;uJ}AMn*)9
z?w2oLP{RzFwP?pv19<hCgLW1w(zNb34qA*6sMDmnwyu%Szg;#f;AMOqddiOA1tp%X
zAX^bxXVag8UE)>jOVeu6lXv@p)@e6y^owmxltlwe8ONL@r4oyE^x5y8jEvOTt00y>
ziAPZ|A*SJ%BAwavg8bc6nB);f!LmJ3bXQ8o)vI*K&oCKX^bVI&LliK~ynY`cVjHKE
zpr4a^bGZlPeqY&FYsE|hHAS{gR4hIA9wjtPCQ!#_KFBg#Z*VYPWfV*gv^EwNmY0->
zN=OJ)VLWxr4>f}P57V7tDkOs>{aWV?Xws+I_FAfA2zMB0T=Tdb4iJ_~`JoJn{Sia`
zf;!d&^coxhAV9le3l=&#I5@}~-!N}zvokBr9l?fEkk*R1tjnVC8Ro_a)P?+VH%VIz
z6e!jB5mlXL8ka?_3#9XyKn1U<xs1(;mk<DT1HVx5|Jpk)e+K-Cvuf6GRM61>+qT@p
z<QmRGqq}Bq8|;viXRRD*tAfo*Vwl|PhUPgOhx4-7JY4OLUe0A!QY{H|JcOZBJ@Dzy
zmntqX);i2YFqto~#%o&T+N<u-;FvEWX|mWP^4|pzlMp+4F#-LgnxSh!3`(6xF#Jg0
zg`i-3J98~G<y^`Mllv(Iv5gT_oref?U}min00zf6RD~aCMD!BjFC|r<bf)E<oTk{x
z^-w@z+l|m?lbJvKCElz_Kg*9wbE&AQ$5k<dT+kM<<&>0_n<&S1B#%p(Er^L+b@dSW
zsD{@29gp;qjv7B3*GIb2SmY0VMxzl>t)5dc)6?%?I@kX>C?+m$Jds`^AYEEo+T*7c
z7^6a+Va3xlbPDjL%7$7ErPtIX<&5!k1#scdXtGRY(lxV=#$0lSd<Z--3)`tKS$90^
zn$cdn!Qps@^sc6F{YiOHJ9+-@J7)+B@kKuipvZyRc^@pT0228GAorY$F4`aWg0~fk
zYw;dvw|->uymc&m&v#aatbE<#>f5Bh*pUxFYf#1asKMVJ-@KbW>nAw(uvH>0lU~0Z
zMQiMd?3G<Rxdi9q<CDtdC_zQihAGiC23dE{+t1{!w_x*i$||~=Yw~m(ae4fp_)eHo
zSDHI;ynq2Tjvue&wC#r_=jpd=l-C__4%)CRwN-~2BgPi9$pBVcR8Z%zQsL4kFQLyI
zXh_iLZ6DlyXnIXp)*)cgJ)~1JGb>w_Sr8L6ShQFW`I)})fzA3HoC)UFi9;3*hzK=*
zYe>XlhCP#uYq1&7Q9LxDClXBDnWU5ZVzqO_o2k+6hVs*JG%@Ev1;3^y#98wr5nT@r
z>L0P@%)w%@QYcv78&8}5#e=4$ql2$yFPX+HdD(xrzt!zW<Iz<K*ZOmX>i!NAwE2@m
zQlnv0AI;#7exbGm@7*E%`PruN(gJN2%aX(LEu=&G`t3mA*!D|x1Rh^%0Y57f3H<3h
z?K_*v$n>mns974)BHa0Pm)P-bRV;Iaf5tRc)NVRA=Ua!mHSVGN;ghnNlZ^f3=7w`$
zTi4CW9PPlnbQYechRv?qS}OOuqiL>$d{T4c<YWNOEdrz)G>C_MpmDBxz<fK4(-m)T
zZ)>bi%szQ3c*ofy7vq=2+dcxs;gt$*fa5?m*0)Nd3byR=Y27NPB>p807KNQsFf*R@
z0<0-VFccram;jw&F8Rw<GteR>+zrrmT>W5R-z7MW(1&pyS+2ngY+#9`J5l}ZU?+>R
z7Aq=)`}~j4yOZPNe^K$S0##szRA}&%1BTFC(>jU%fAwJGjUL^>HUqF!@U+*1QK6st
z8H>Dj&hRVT6Pur(U(V<jw-#Z^<wH3<9t<H!qLX8aRZK*)uS8f_7#%E8K1SiCKjG(j
zDg-?_biE~h1%-IACDm*OE7rQ<2Q5Ax<#>XboCj^q&V%~}X|I;8`0!4RRBXFn<)xzt
zuCPh4iQ>Q_29ejsdyK(NArr}a!FyG%xg{ut>FfoU_e%Bwz4`~?c{1vtq0+_R@~625
zPb=^5c{vz`sp3RaoK55<1Ww~Nib)~hbB1t5Ma~x6&-e;->$Tgrn0Jlq1@6{2YYf4O
zl4Lp;uBAt{B;tu%@~W1Sz#w*)VLg~;wt@k2ou^|+B(3#W(o!s_y2Yw^K+${72O!Rp
zeGEBq)xr6UxQz((zh6a7K7o&jk4BUWhM~1&-h)A>FO!F<9k^}4|F-$54<wcQuRMQZ
zo5_N(Wda8@4kD+swGbKx7}hz-Ddw2~rl3B#cwW*WIGmt%JEVpBO0!-edb{RtILr;-
zft)9`{~5kOHyIFttco-Ekx5fQ1$-C6*Xiy=6&c|(uu=s-IXoPbCQ=TJWU|!_h=4%^
zdg&)wph=wa%YiHF?BveJFp8ZXUnBsUpl>F#TielJSln?zdI9CAoO<_Eta&6CisIhO
z{j*$1YPeyqSrT!8lRFRulPd&I%>^L?!?TnnJz;1|v2tG;tm*-$sD{GIJet|efDNR9
zVo2jx!{#JCYjtG6z0f45pUJWVC}dXAifuT%)5+8VxWxz*+Z$nuQ<9ZR(*(K$7-US?
z0u>kKtQFhI{F&XywBtZC4K|-F38sUP-~QFz?`~jlpjC@3JZ*~&<c@9av}IWo)R4qb
zXkn%=U(Z8w&mhy|ccADbRu?A*&v9(=*T=!aU!)Omc!&S<(QIdSb|xo0ojRFcE5T@D
z#$-oRU0z;EK_R;cCT~3(bM9~66s>Tfu(z;V)9k-dV~(?o1eHrm==tcy7n&C+GmMaw
zgX$L3S<;peXoR_$Lr8}(i$2(SHA6#^wJA+8F|j#=O0W#)-UiRJ({6B^=NZiv<i}Ak
zq<63kCHglt`Qeu9{&D5wZ;`f=dgHeM6$cB;h~eJ#Bfu`>03B%#{8;Ku(kc`_K70(I
z{O1u9laI^tV}J+~JDtR(FdmwA`@+j^l5&;TvWj)U_|kmu+1povLUImz=pBNFpyEOL
zsXFK_l!Y4oL5I;`mlMlY@qYw6NW&vVjW1!ttp<jyw%h*9xWg+-h(YLo;+<qZCpgH4
zw90!kdAA|h!w+xUVbGRN6Ft98`Z@F(k~8VVE!$h%WhIi1HJRZ@cxQYWH4QTx>Q9^>
zUrF4?)!r)^fk{L|Ol-Yh!E=`7bL&hna;wG@g45eYadpfAll_CHDKLpT)}L=bEU9$B
zpkT;Ha^svbN5#WCFSjbYJXPZtBOjTP-&2bxASo~LVgnC1_+=Ajv!viD)YVVJl=9ga
z+v9qw5E$Srj>w=ocEcxjdrMp=#AWy`b5DVUqC3(emKDsx9-uA<W0f{sUD;{M28x^j
z9SNMn2JGTpOA{2*6pCT6!&iDz+Hn}n0O77gc~`WG$1uES-7IYjlQy-gc|&z6&El$w
zP0mwz&nNDb(y~!p6;(>d6ht1>Qkqr`guA6E?eB_q5VdfK)?*7IVe_dS-n?09XCb96
zT23CM7D7hKYF85;H?41;fmYcx_N=_^x=0y@$x$_@mKb!wgBy(q4(AcLZXc%0$v&cc
zWa?#q-e@SDv<mm{X22<X3IKH?0Eum=Acmv+%hCsgW5bxSXr9j(-b7;!;6zUx0DO^f
zkP(ovkdEDO?k`yvp{o~pm2B$bz{Ntv!mIi(p&`OhQ9EBe4x^uI2=SSBkiu2IPKbT|
z&eTcuFdUoFIY<Fov==4<21jg2Rv!BL;+HoWzV=S}pFBRnbY`NEsi{dP6$b|D2V?I6
z>!K+z;9qD?KL%sgOzY87u~&+AV(9tV%y)czJg-q*64(HeZ`&xIHWt7zk<Q4n0nD?$
zO(2I7p^e#p+<L&levvtRi+&A5qisA-@h>cCbO7l7NnSDiA-Q)9x@p!WR)v6>6%3iU
z`e^v!C3yNFeb5j7Buz^z4#1P-<J^O{*Ynx1$MO8$N<!3Tz#IK(<^JFsEas8Ldc$!<
z$N{Z*c`K=8fu;MUw)T?RrU%oq@vjW)N42yn!j7{OOb0K5+OrcU6}T21K?B(_((lJa
zdZ=gLqms)S_V>8$i^kkm%9V3QZGss`JKIA)Xen<)jrR2P*lY@6VR?TMg4uTbez1Wx
z?s+zqDh!S8otX>ATKo;FV6Qxubq*V-H*2tr1pl){Cv8}cj*e=6ABhH<!LC$*!Rr8+
zGgM{>*N)q(!3h~qajM$NuB%kRIo#;nqHO&Zi69yE=s6`ewrmJkEgH>XtKPm%L$O(5
z!_BQbI1T$~wPJMRv(+kMY_s{q1K>=EG+AevjAwsy*yvHE#jb#gwnNMY{T+WN<^x!D
z15oylQJ1r^X7B+5IlHSA3?4PXnt+tX2;jUdE$IV+n4pe{u4Tnrfv;vn#A&DG4AUy<
zl^nlig&%d_9P`RA^o`xd@BUxfe|)f7L9Y#N!MNmt1@a)gF7|i>t98${PeX!WYvCGs
zM7*qjP6?I}Hk4k0_zw>ZR+JEipAHkLj`Fc4)SQJ@>{iM|ftji55q({Je2Y`)=P>u)
z)YRBd2?h&#04C$2t~DTjhxeV$zR-L-0u5ta7>2X|6-m?g2<GvK6FUo<g^|&rd1zog
zT6IWzOpoz1Bpu;QFc^IVjjQwew@e)Q*e+NypSM=5GccSBFHpe!K&2}#9h&^d=4bp~
zcjcEMAbfKC?UoSrH<+;Fs0j2o&ic1U^JeO~mLF<|vdJ<WdUa?{NoO6wjG4Q*@kuEL
zbYES@1}l|=Zk8B-19IeO8TVM-$DrX!CQWykqEmBo2EciLkQ^Iw`3opKL&dnJ(Ha8a
z8=Le!K!F1njxZt~&Ggr@g*v12x(|7q(CFAu--9BRYKrO-<AGm`75Zd6`EM+>YZRKb
zRj{eulwrUe+F{FeCB^Kpd}0bV2s5{A6x#reF_m9pRg!|-9vXQM?Jf`{i&Jmpi886m
z!7Jc5EXWS=8)Mx1e~vNwKJA_F<2h1{+_D+Xq5n1*8j5`85RVY;x`Ih!d>)`&cP%f5
z`wOE<x`RNFPRiF51B1Mw{eLk`>wjXHm;ZxdvH&qmWgv#>`_wpUy?7{Jq*;|G9O0Dl
z!TmQZH05Uv0Vl|wW{0Z%uH(faaW)O&7^oY~ii)ZOl{nt8w^iy?7Y7`ugnzoeWiz@O
z2oT@@10c3`r&x~`)|DQqzvqySPyi0Zt7%l3Nk6J44Y*jP{_J&wJ;TL8^-}!&IkKmw
zI(tvAl4;&zmB*N#UT&&U(EOMmZO}zD#ytc}hyr@{H-OHQ^yQ+bNDhq~++EA5{g<m*
z^^qGG?0-b`%Kp0LUqJf}BB&Spt5gQZ{Nwy@mbK?U)g=FhnE&>|=h58Dz>H3a`zHXO
zeUFe$b1kKrm=rhoui`*<62is$Pb`ct%a8Ny^OE<s6fEpX{{rZFXbGzApC{tTq@27?
zJ3bAubDopTNA(l`v-0r)<cR)!&al<_bWiLblLAiA>dS?c<E&@9**4$*@h`-KKO~)z
zxZ{2!#D9PB#5tFyogJf;A^-F5AE2AXv!5yO&u`W=-z22}O>(2e3Q(n7F8g=R{C>Yh
z<9k--(>81G{K&xhZ;CEOfWr>08ljlKPXPGdrxhGf1$relxxPDj^M6pxI4XR0>&Kjr
z`>0Z}kh&5W2ub-Vz($$^bM)^wx~2FZ8tq5FW>O}QiYqLss4B|J;%3UP?@WCEu~-ft
z|C-4mzL5e8nT+gwbd0*?In(i8K+f~uhu0GQ4+kiv=`)U4LB6}uwN{hf@;MGxT!{Rm
zhGHYy^=D;ANG#4yD#0-;7Lx0)u3h<33Dz{jcsu`IP-#oxxmV=bIBaRkG=7@51&xT{
z3r<j22pULIP{aIENPo;Ki7Wayc4rI!MOrM1ZU?~WE0i;k8d;Ep$F1z^vvzV<pa=5z
zLR4Gee~2%ptFY;jf{^#wjhZ_TASWm-_A(CArw%7I{`d0iMWnw(=I9osbPzOphU#nO
zSFR$&fP9+c8sk(5qW={>Uo76gIPoHs&cC;e0uDU<-?2kaT0>Wpv*UXn{qd)hF~9$^
z7?|9iE3m9DmTAdZx*5>r)Z=$lHzsHVmslh4mDd*9TJwqeUA3gV2-e|-{0JcY-(i3y
z6Fty%Wf0e*eNB(2<P37~smI-^cZhLCW$Ow{6J$;O&`)s~D2gm&Ywi==^kpM*#$pQ@
zbaKkEUW|;41j5g~X1B)DxS^tyXW^>PHHnz+2SV>v+*l~M3$+62;i0WExzr5=Q07Pd
zLB5i=1%vPbn#DGDPa5Y;@zSdTEaCa{axN5%Hm@TIWy}`qcrgl=e0WvGIx%|+)s5K_
zp*2baLiGx0O!3h~q^ES|HHu_)V;J@N)SO6OU+KSVr(xgw`UT~V#IICD++W$qs@<Gb
zU;*n{Ez{1M%b-oP#*&9tOSc7=zTLQDU21M@RE!)H4LNzcb!v7|E19e~ovxT}E{=2j
zvr)Y`<To<@DbB=E97&S2O{S3T^6L)TRTAuUjB_O5Q!<K%%8Hgd0kN1KTuxLKFFJCE
z9S_^>mxA5U{W-%0KT8Z#`kBZklDHW;^Eay>U-7bTx1P)NCyaUrA#WdOY*o^RyHoCW
z#9DUd$EiU_)V@C(JHME{(OK5Q`5#|J!M5#Gk%cjZ)`KaHvGu8a-;Z*xZzq$0XEpy8
z6t>WlP_=gZ0P5SXh6^okFNJ)Fd+b(qMo>v)jX%6{((Cv1nx(Yn#ZA+aYrit4#&%oO
z^t%76w^H0w|9+d8%jWuhv2<%>z)uX~pv`*aXwKE#O0^p0w9p;SaIq9BF;mO`N-)X!
zY^-#T1MfqZ;`!RX&5yz-5-0q9IBo5eoVw>1TUpg6-31V4jy`Zulp1qE!P94*psK2w
z;@xl6jJd@n{4CO^>jO7~anL?D63Je|M>G(Ne$z3mLGDB>?4sF3`#ysX@gD-w7Uoq~
z;n*4V;Dt*(4P18{ewOTl)Cj&Ahu)DT@+9>eC=%}~WsO%!jg&=Bl!mh^pP{L{o%?%w
zLP?(9FUr2+KIWfqVfYDGQIpGinW{bdG7zPtrWCUM+-2_|D=lk`F{;pDJb)rn>UW^e
z3tifEK`fYa6E5plYuPSo?O?Ex)oLh^Qw?RvBa3RTn55?4i6{vVYoIeJ?yOeRt1-wg
z`0kys?^d;{0et-8Q+wQ7`=lkUf8of)?32B&xs2)?V_98l`&S0eGWm8aD+Y&WpHlRX
zGdb7rb91W{;pNPzac=Qy%4ALL$8#Wxbkg4MM(M&DaHWM``Dbg+{UECXq;{<)x)X8o
z-hBwiE;$to(qjOz@vhQqA<3K=if4OMKaVM$=Jh>sRW`1KM%TkrI+PKL;gfHK=On1`
z9vyzQgW!jZ)=6hE74@fe!L4zqZ(2%takw5}yKP0zaelHwl`a^#j4}luW23Ft_vi8S
z)E89bhw8Zgu@N1cS6qwBskbVPhAm3Ysccd+_x+S0RD|}7Tkoxti}7xOH|~j>t!A@p
z*cm1jJu4lW+x(b~W1w4v{C3tLXu_B9b0oAM8&)IZOrl84xA(j4X6el*>Z6+~TrYd;
z^a}lAW-_CNRq3J7x2DH8K}S#?yRH-Ax5j1WwsEx<#~YruhDwQ*x3IJhzxex?C*I9w
zyVsLedL?p&EZ)(E-iwKHuZ7A{s-Ik+ai0@r=p1G_&nMPoVTLU$Zc=VWl1+inOqSf_
zdWDQ~YXl}(ad9u^rE&vYk8(DtCLjxY0xQXD4wFkHZ`)mF&szOG&-UE!zxv%FhK0El
zL{SGI+F7=BO)p}S2C{~bS2#Ey>b{&)t<>1X26rB2IvYLZEuZipLUnL!sPO-&5x*-v
zHH)gQSMqxM1^@J-E5$o%{yFS?%sHmYBFsqe)a^9KJAn56>Nw|^&yq9hYrhW~H}?I)
z$G%R6rwVO2^dzGoE!3u0=}s)yuX#56`9%hckXpYWsWFJ$3vpddS4_WWE~vSh^a7u2
z=k-3Lpl%RH;&EKw`Eo^?{Cdkz)XD0wK_sXYK>-+}>77^k!h^S6*Xe0u9^c+nPh&oS
z)QPok583MAqe9sf?rC`Rl<|23cM51uT7G7<)`SQukeMr^NgmPvs$@oPsK_3OjSt9E
zqp?>lAmhGNcejp*C_0aEUJQ9CEbJ+!#ce+C{dILz$-y4+2qnWAIL7e-YOa9pxhr}T
zPQ6S4W}RJ8-mxdSh<l~Mxs2*fI}05zL3`iElPM>)p&f;hsiC6S)VD4HX-QbUSJ4<9
zA4IfEjbP&<eA#u)d0YDF#h}!Uw%-%c`E9bOoybgf6Uz7*8;$w{SyVWxrcs51=XJeO
zepSjtXq)TXUKPJGI9ZQTS*v7OP|^gL<~{wFO2s1Dw2Rt$j_uQyW+x7}&<5vxB@9(@
zKPAantF0IUybMBK&4mHcDv{(mB`Pn+E}PE$1z7momU3r2lLW!2rD$ieH>NP2sAA;x
zLWBm#2nZ6U1A6;W{qGkDuyI4zC|J_S=^|BMW6mv6D3>UeJZz2N@zGA8#fMrP56aac
zJwRmxZxca~I-W0F-jNRJ%}wP4Teqt;OS2=W0fJ{w`0{+wm!3~A2L<1|pFISy3eWw}
zBZK$DK5jZpUS&Kt(t4paw4cu&Pi=G67<`1hE(XAOTEf$Y)GHZRq+AdqN~bn$#}l#v
zas_Cvq608%D|dGr8yt=g-hF9$mtyOEq-D~J$f)4Iqf@B^tzLg&Mz1En@Y|ttRh1?i
zrs)&+%^n&-&8=eYxkOugxs>a3&?|AA<uy1Gf%Sa5)93fMyIg)@Fs=4`_gDk{H(d^;
z4*PSg)q9-!l5c|Fgv#9@QKOBP6Eo`Kjb8k_t}8@HvwFyzJ^SXe{c_BU!i=ZFu#hy6
z0oSdu9-B!tKqW@n6pmL@lNc%F>kQ()fU0lu4l=mrr`5SXRGb{)&-6Z6WKas3w!P-R
z{-xV!rld|l3EeTf%EI3!>SZ~wx3ym8&nCY@4P^u;^s8=mG2m?VYiYV&<S&uT#eGXS
z&I6Xc81)#PP9t=!Fm<B<WX-#-KAinphFP^liMgz>2-Uo^Gw=IW_Frkphf4!XcAofm
zY!^FdMOLdVVkRE8O!EQO=wXCIM+y#VFmgxRx$SjtT?4ZBIY)s8!PDW?71;m>)dIBB
zwI*>_L7&(Kih}4x_EgKOOoU9@Gt<_=7v!Y(7Wq*??Z*Py+~*Htj+2db>?kx6-@o3s
zyB@R9q9!qjDa<}e6?jull@(8uy=>q)eRhl6uUbj5^uEqMh9`1o08!10L}pU@s{e&W
zV40%g)XIBw3I__lGUei{*^U5AY11YRHZI2124N=ahzTl(?yYrZgr3SriSdnUc9(mh
z$C(owr-VDJJg&C2R*CXk_KjDTwbqN9%_e)_XhB@u?o~TsGevhQcHwudPr<DuxER}Z
zXV2MoM70*K_k+QBtu96HZoB=3?d~<ZCO{={$1@RK<mb!o?iT>%%vW=W)0>-PHriFE
zYRHYywPDRW(I~5CJP9RVL(x<*$$IBCt4ZvDfCa%&mD9yw)3x6usC(k#$T=rMdV))T
zx_OAG_Bq5TusP;w${<C$|KZXeF2+uzQeQwly!xfFAuB;E_WioJA_;uh2Fc5PCxsPn
zTHs#15f&*njmvhoD50A}O_Q{B!z`A0C$oe-()MVs#Ig!a0HFM#Np5t1UGl!|Cebp+
zlkr}9WmTsEe9{|M(@U;4XFkHI<m-<NzY{c*Qb}I>o5%T3xZ2I1_K_33ydQWk3vl(z
zyk5@sN=r@B%<9ym&qWHb{dPwTydAJgHZid?-aiQOgJjDv-Z@<fnx8#*KX-tMa)|0a
z_C^%t6SCIZc1M1+ed1_Q>0zFTr6t=Xch|dND?l+*eLq@HUF<}i#ziM|08sVg7Boa@
z1)9FwKU-FvB3LBcwSj-uBn2J0wjC-bnt6Yzo|MsrBgyERby`APl@T?+q(gq}kD!yq
z(hdT{GN4s-9JzW7JAF0DByabu&f*u0Q0VAFG*p-)R1@Y)=8<A%10#IGe&%iwSs*0e
z7I+qu&j56o;8U5|B|HSe<zf6xdjJ>07)<{4Oc&ZlIe&M!{MaR31AR)0%m(?Yq}uOT
zLDj4|6jpFNDJ9OJc>asMRety>P(6i1M8jEZRnET1&W>`bq8LN51}kfqRj8ezi<KS3
zoczr3!2`?LVr{13++L~*m8CwLahETS2&r%NyKSq9>jQ=Lg-w}7$werQz1y`!WXjEf
z^*-dv0OHX33icWEkvV@8P2AN$Yzx@AzdpuD92c41^NV8Z^}0uzWsu%MXC+PC<kWs5
zb`q(<4tO4>L7SUt5xFz9tj(#Ow;6jYyvgjHPj#F4Z=lYNC*eRy&<9^^vV^7rS)2So
zj3TI3<WNCvz4}mq3zBA}{Q%RvsZ&zwEG9PQex|;H8<%cJxVI=O{YKEq3YrRh0M&{;
zK|AlJ#4&|2ZZcqSfL5*3tT(hpk1^oXv)OLnI%Tu#?T6F>?Kma<clQrgo)Zo!XP$}y
zhxp?hlq1n)nn|1wQ`Mamqx`*_8n`xUr(C1raN12SZ_Q2Gv6#PF3W|QEiC%)ohs`k8
zS+1O4kR@{Xq3sPb%bL-qdsfw7BtbZRJ|aRnQ^-GG2bit+%i3KSbQYZeBpQGLDc3^~
zJ$nLiYB$o^b4S}G$K_o;=a-T@D$du<*ene1F6VhH{sh^uNu8xq`o0?Jte_ycxUdT`
zTP+jR24qP|TlGyIKkmX2HAI@H34g6R`{MB>zvPArcTR)P;7<yvI8Te(M6iYGCF7_e
z{WJI7bk|MkbdFjAI36R1Z@mZO<ff*>cO+cP%*65?v&p!ziwbEUB8URn*+63DNZ6p}
z)reQ&bGx%kq*(GzW=J0C-*K|yOBF6rAvTjTR7g_8JiQ;Yf6>xHNwDH)ybzXf*zVXL
z5Wl)SR6LATQ}p76_{o(4nm^XYvL4ggI~B!J%QbX_gqF6!%U02<!mez5a-gI@Yy#XK
z&JhURI)OHfK+Nnr<CUv*+Vwv5r@rA7T$yAR$zt_c%5TuDaM2qCpxwhJu}DKS?Mf7H
z<{lzx<Gn>UtB+U_jjs#M8=h&AUfq6y*`5tF>=52nhRI~_hEpyW8@lXKHhFnI(7f_Q
zvl3wTo)fNK;AWD8u5bTK%<Qfn2N^**v&9_p2zg{kw2Q|mQK~9dP?YTwqiT-=VF$0J
zGm+YfSp_nldL2tH8D{8tZ54ZGqUZE$FyzLDJCmzz%?&_E=Y=u-AT^DF83J|~$yv?4
z2b6cG^CTyIHglRc-7Hs=A0fgwo1U64dYz*oF1M}J=H!K(4l+m+9I^!|gMt_w(Ey9+
zH{mDUGA$%!TDRE^+)mSdrPW2JJF@I??^of~I?po?{&~X%x0+&ju16S0d}vlf(OhT5
zQJ)xV8kH8q1#xE)pNfy>cGkE4wMs&eR!>{~KW9L3MN8`)23mSAAF_4!D2dd#@(}}%
zz>Hz|Iz=U11CoVzH&_zOHCj|ul`NO4&HT`(=1Y-_$3`eOA)t_^s|?aidbAh^gQ&_E
z7e@)q&~J@d+U$A*6W+)KoA5i_fpPM{wf8CIXb15aGe>PNgo9(Y9l)`Z7D<?V9vbXr
z0$1~+abI7cSU7I95<p^v4oVZ!T~nJeO(A|!a1%<oDvbcpOHqF12+I|!k(0iVU?Nqy
z;!`QQ?EBoa{}!hGM!+_d+tl&44kGVd?$R(BHMk7$YrQy8C<vuA5wbb9hAETZc(vsA
z0N<AZQ?C?$rWVh1W=gqxnrTNlP*Ombr55pf5eJ0>kEB81pY?tm)eco(kh~x2!YUJt
zswn0-dU!7+&2h7GC+N^vqjA8+IBLVAvCeE3*$rd&xL|jC3N_s6zYrO0jd-Q7DQ~}f
zNIVuK4`)`jTFaRvZPUl%vR#Ba%uJsXcULS`7}e|K327|BizIKV%8Fbj%EDCBgoLL0
zRH+GrER)vO8YGyoqlfEzriBNHd6xqrF;><MSgnMJiC1L0T^RrJNH!DjH4Y3dB3?PP
z7Ko`#Qn9@}!*@I!H{%55PX6qA3WPMEC{PvAyR1wmObH98(`(T;{pBg)g+NR_<lGZA
z$xS%lH%WFHbGe{Lw{#ewSk!lHxT<1RBRqyNQ#5&0Y&UJ}un5%>dK8~wl3O?Y)*pJt
zDrAb`oihaBizgske#5TUFwTWBEQWsiWZ4>z8{PP7h|X_vjN!}ljH3ku(LK~_kyBU`
z93$)85u=3(p?B0OdCO1S<qJ_C1VOiKpN~!ARm$_FafK|K<Fi`8=U7FIAZ_<6qVFH%
zq&&+r<fQ40j_?H2Ubax!F%C~(x{us7n=49tOgaOQ&`$b>5|s)Ng1&;i#INqSbk-5}
zY}7{+?ovOK+1Y(N4dmx_Ig7eNQieiBwjU1<Ngm^s2&Esm6Gc0sm>JrniXI+&KUPa(
zVlo5|1MyO+Zy#ghG3!4mWc~t9d&(rNo?#_2t&oJDE~_ahimXYx62!7@KlXNw%4GUH
z7?DZCU72)?3f(DEDksb^Qa9BvSlzC~$F9VXVwN6-?h9SBcOq5LlhhzsQCti0^-N*H
z3PQ}#rnvZ^A`W#<yz50wBy2sE$MTcbWy!ravS8#fYL*?#HdjexzyR*<^;d$~zEeI<
z0Z)S=7O*1*L5(&yN4u6uJy&QE3z9F}y^7cc?W@JgzV1n)`XEO0GQuLHP?L#?oX%cq
zm12^(R{`Ot-+z#WT**MfF4LAw=n;E$_3YjoHbT|wsRAw7)gd%5!j>MPZ>9_xKolb%
zp_e!`D0cMMH$Jo<A{3;L?gn4+AhA~%k<Z{m3z0sFS8dsW>sv_8R}DV=+@T-4wY~Nk
z=JwK?$dS)Y`7~U3#5-1lmq>w}6(r2C5Ef-TU0O2pU`~w^cTUbv{;R3?yoxP0!B$R!
zv}!C@yUfERkN`tCjvg_}3emD9OCkU}jz4EZ<0LEH!EOMlX@@TwAOT11V!e?#@w!ol
zI|bKAKFLn*jUAQP>UG~8GIs*h<hGHn7SzXVY<z9O4LXl>Zxy-GqS=u}X-_;1XAW{A
zQWuQA9&gE&Dy|0|-q;tNUEi@e6A)nnjMht7nJ11130_{KsqM}X^&m^|>}01^=C5)n
zw33n(!}0z)2ELCfQUyl&nQ+LRw%K<IY>6ZBr*7XNpbCprc3Nqv7-ghFe@L-;&=5>M
zM?)XW(bL0QXN2=@wUcbGa_!k&{6tSw4-`V7yp^O*ZIJWGcbes-{4r@j91yn5aptk3
zQE?E$f7Q}4$iT3j*!Jq~pOiTi#}MsNZAVMG&D!QjN+|qDK`|NsqmhY_>F^uf2hlnz
zEhHCAL*%emFviCKQo<YG;s8as*a~vs3ET7JS}7U@VPS<w^bdw<>w=GZQeIO*k)3`u
zCB^!Bp;4<^(Y-8`+wruczdZRT-UvD#knYPWx!5HoA;i*<63kN0yNhRa^%4oFMsS9g
zGfH=R6ea@HWap15nK}_F^wze4?si2<!2$JSPN=GzM-&^3L1Iy=xBGVx*G>C_g(T%q
zgocAR_gTsIq(syP1umb0C-c%d=p7tVHpUqqHSkY381x5QUO+kWE~~o=d)I|LU0PgI
zK6VF>T8>VutR*T(xgj%c=5b3=gmFAxqa2+&UzV;zG?4T}aCu$~4b^j(CqzYBTEBB?
zcDkRVUOIFU8k9TLbRyY1;Y}5ug6Kl~dXE!Mft3n4lmCb(nRis`T-si<qdPC7h`|n(
z*~FjW>wXkOV>>Zx4e?^E;ES`fTx(4B;@|grkEv;bOLth!7EQj{X~0moEgzGW8c<Q4
zZGJT1ZKN-rNg=bWvu77Fm0#y}?d<if{j4)Q%{cw7;}F+XdGORZ%+oGpt@u>Wzpa)h
zXUS-!VpQ`b)PzI7#rjuJuDof&0j)VzWOp^8K%+<LUbJ?S6~#5{cUig=U2}_o(^=yw
zVf%h~a3B^Ws(+jrS@`64orN0ECk&D>{k8C=t>Bwg(#S9G4J`*;+KU9z_9aTZTFltv
z-o7Eq=op4iJ?NNSlxQJQ&)*>V+qx7u=j!(xh<CtHODne-vVyTErIf-6!D%t__C9iJ
zXXLyD`>;AEUPSOk4jXo{kM5HFtPmrRwry~+rkYO=p7LNbt`JeZs7)S~rD|$N$bKON
z<LZb*;utw7QSXPDahY$k&7HYZ(#uM%=Px>zH!>d4zAbvqN4o25+@Onr@LD^Kx=@`p
z%!3k;SFw$jV~MwArJgUrKF@7!G?7t1V!7&}G$$7#D>a-}I!yCou+y%6xn&y@pe{5M
zcrS@2s8uz=8=ads7G_;{ps|Qc-kj;+_-^K!+Wsu@E>)nFJo0lp40qRVR!bYu1UeR$
zt1fF#v@kT*M6%3nAxm`)550BwRm*GRG4P3!AQpPVeaqDsw`PYjtDE2H!0(-~Y|8xl
zeq?my=TAyJjD!&b_N$a!FXwW3vWkQb2CW8d1kXaM)S$(pk)7sUt304^I;QB<2PVs@
z(72?aZVxZ&-DO$Gj}n58z}u@+A{uoVcpKb!+7!IrtJ)x4r`*I#+}&YqvzV+L(XYy{
z4tr(?DXRJY2y+Doh~M%E!vh>Ip0y9)d$cjC*FDM!am(UxiDN#s8eqO8^uEmf;GZjQ
zo%1=!sx8C0RbhfeH4v*vkD)WeobO=9hnW5uUz=w<ia^UT;DSoNgiK}#+VVLoLANq$
z76Sz;PW&>>kk>Xq<(>o?PlBR9N{nnzDM8)BdREXaXF{#K{Yv#){gS00=?&I5T<>W^
zW{aDn)Ks-!Bw@7ALwa?T&I7^s9HsCdH>3N_N~p-mO|SU@x4~2ua}vpwtVQ`1Z3JGa
zai;AMyQLQLYWf5HHI^yar=dyiBeV{mP2hGiDEbI+2n(A_<1*;9+2c!bH}p)ygq32Y
z*oY{lM-%dziv`&BRLJ5QZ}a#IuKIX!Ah!(#<BZ#8e&#omI`N0%ABSutlzA7~X@b`*
zK2~H~3iitnZud9Ty!O!d!xG{H%o8>(yDJ(B?f@PJ2W~5kQVSvbjXN3g_bMba?W6f}
zbY~Y-_Eu~1?%3j*NgZ3(d3*`l$byLlU-Tl$A3x(~UUeOxrWT2qh$37(A<<yR>t8!)
zqR0u<v0999S`y8pGiBFIBU-eg(ZR*QQNTm76PwTlX^sfV3UYQ}@;jq6$}r{+CTSn(
z@WI%QQB|tCQ(4<>xenD-&($)hq8tXG3K%8KrBl}S?JMAjQ^JQ*u3#vlqpQcqE0YKd
z_F%HD93Ax;M2Wu=J;P;gyiZ>?!Dc!fXAiS*KOKh8Z)4FU<o78lTd!xx#HQ1FnIwzf
zlj>BwoOoTDTdlVu-(>zN!F4Hs79}>OZY~+6MTJN5Dsk=heiMIbOMMSa(eoL^v*5m&
zrE}-p`dSL?H*oPzi2jsY3ZNl;TT9%UJq9Ie!V8WJ=FXCrF)I0jNlet#cQ11i>1RB#
zAMCn?;~%RaO0qlu7NqZt!&{sDE8K&azirKtrWGC16F%dT8?%X>O6!Fa5iKsZKrDHz
zP0kdLJixPziQ@a`pe_XuHyXX__;__EyogQLugtAH4*sH}Be;Xya;Z6^RK(rPdcr7)
ztQ6!`n6tJz8A!1SYWPnf^_q5S>W&dgU)gU`A^K1)xix(<X@jX!vb9{#Ulv|8f%TZq
z$1gAGH~wS;<-@e`aY4l`AvDZX!!7eRg$;oDy<Qs@0-cJr?}y|P2#b<y1!;d(cr|(P
zhpj)6(%Zez#{k(>TQw4yetU<MOYSwxStX$nqc$^BepEbs=9%77>c0RGwDkFe#bvc~
z8s+)aPQcI)PXeF0aX&o_?_JIJsUQv-qX{N`&U?z>djrG(lG$e<lctmFy}-zJiaY!Y
zBeYx4pz(hgj1WziuyAv{xr1GPStwd6E0?#%<1l=B0=rro>I;7ZBlEQ0LN>)4^xCsm
zA;x_;thPNaE$z?0N4pY#-#KjIMrXcOkRxSQlnkowC8X66&tSrDL}##;*uZ^lLJ4vT
zAVH2_1Sd<hh!_*@TmqH{i<wL6vNQ3=e`#Y=_KXxRSO~=!4j%q^4Jk<Wvjuqfn2W<z
z!USKjC)DXlkEJ`hvp}YQrIa`Fsh7^AjY?31;kLs`R8X^cZ!xP-4g7lzTcisE<afIY
z>&^-1WsT|b`|TL^P)!ym`+bFLM^^bqH{<TgEH2Ld@$c+MM*@>Fd~Oq(y+xaxdZ=u3
z)rZ-m2KUSUitgv=Y{!>1W!~Q$2HLA=MrccUM$~pMW<^t+xwuXz2Dt-PuDB6{xEkQO
zu6qYnAHMH3*IN*WNl$jT_ub&ZWjPW~FlXJRu9Nvkx*Kr#<02BlKJC1@|LV!&?8IkQ
z#NOshDsk@&9_rjlkle(g=MNqiChY*2yieB^)H=gxXW@t=y;>b@3Hh(m$Q71Yn|Vye
zzuYfn1D$-=<2fhuGc8_4(_EuR4FNSfddv(JT^T*Y<|P(QQ2g3IyE3Rjes7I5U3N2m
z=$(8e(DJ&z0=-EUg}-D{k{AiVHq^n@!w)#ar8^DkH5OaXpQo3@LrGG6-wtSbzg=s~
zzix^0s4oQ85?A5-wz@D4(TUxf&s;2yqO#I4s*1n$>DT`n2P0kQ)FXA<&VOwUlzjeK
zjWKu%u$Zsh@x;rpJ1_fuj?0Xr4`FP{Dx<3Se5{Q6dXw^KJQ0dl;FvR-?;fBCdmpv=
zx*jyJ$-K3*ire3Y9e0MyOhn3i&{13Z<iij!?0Wh>fWbD6&qp9-$ji0nP`bHOXXR-!
zW(hXv?Y$)cqpeYU`VEH9i!J<AAYUV&W|Xo-vZL#J$BE2C)_=?XB3&Q;NCi5NmtPzV
zZab>j(T*X=MP6eEE=AtL1}rhy!91V$GQ98@D{5LKuxK-7sTWS@C8&Cr@l*Yq1A%87
z6@vRBRHlDJ5vi4cic^yysnOfkCHX-Oz;dgvHAp((N9#2mUH0W}3fH#)1Lo%`!<xpo
z+6EA^DQ_0j)3*qB!v3Wp;Q?vY_WO-R)b~OA&lkFwaJE1uh#S|AcwNl(q~T$%dT$xf
z8E$WhZh9WXjl1{9pDQ*jybkYPsnaRy=Qe%Ttx$DDgX@-?wYj9tvgoZ!SZ8+8+Y~1C
z(8fr7+-SpD+KrYIwR$FUR8^GRQQa-7Y-mL%{aXtIJ_s84?|p@PpbbeUZl;0o@pD_U
zW!LfDK{I7*Jy$P!t8JTdEWq`2s?QCnw;JtsuNqqml%Cnh+z+D*-BCU{WY>v3c&QDe
z^56>O4F_(zbM+cQi;B{Of(UA%FRX;^o)U0%X``1y48mrQqlu{MXB`+cijei+D35^Z
zZ!&`S{$V}k#brlO2+oUH;WP6@<V4;nnW!%JI=Yxdn70Zk*%$g&+lu>sb8`p|Bc_3u
z_&Bj5?=D@a%jcaR1i!LDW1$ywM;kw1!RcX@<2{$dkV|%%F$p?V<8qvbRNa$u&c$f8
zyyr(K+z$sjf!gfAmGo*jaq;ah=kwRjVV<B53Gpr94hZh53Kt;;V-LP?<pg=kRj|QJ
zw%^=_CoY~hwb<-d_9((0a?}qB@nEyyEE^1jSqt|*ev)2tCj4SgamJqM-yX7W=l%BL
zank-?(T@)EIM|f<GC0fd43|!?Tae6xE3QD_L7VnwEj=+piO7H&iQWXlkA!By`J?(|
z^#{b#V6~7V{%#=t^x@sK-gH2a;aVssf)avir;D!dTwrBE^qeZCQwEPvZtLkZ`KG7K
zHpA>o&&;T{8p`r}Nk7oBv|ApWTvFc8kCvcJ%bK(&C#$E(6Oz^^;Q`N2R^sNk=IQ*B
z#Y?d9wp9PfCA^3u^?tvP`m<<625`<rf2dqVBRzsB&jmQ3McSYg_o_*5_y7Eljwp0u
zo!=X>{g$jPYHxXCxLpxvzfBylyO4rol8$se&5{{oM~VgL>vi<;@-?qBJM5kE8v}nW
zWb_*AZ-;TWx8`<qc<l|mz6N?Tn~BPJ*+RH2Pkn||4Ql81?q(JiR*|4!YqRpSU_0r;
zgd}`BNom=1x0nFnuS)asHtW_7ss~E2JFp4bsnqU#wdlA`@wUu}W|&evr@rYO8o=Xb
zx;OZ705B6yBJYKYN~g}+cRw0GR1b{OY%+V!Nv{PcFAm;$UtN27V+6qWWnWEI?IR&V
zn8&1`@bBY2Jz|-Az3z>qr12de9es<wE<pM68aUp0OF(kjyCVbMiL@U}f5rV|u_(X8
zLZi`iZlk9q(`G3r{9Q|yt?IccU*oF=&EH$Gh;^d>h!l)or|<AL3-}hYjLBz@XW4MU
zzU)3aaj;8DBU{t&y9wJxTl%whLey|wH~4s7k)3)t?Zh7#SSD6nJ}`Lk1hg}*?<afC
z5zZ7Dp+ssSK1_gWKXPIU;qobZK0KZ^-(a8gE1P2dAf$7#n<$*3@8_a_I<SAg=e~~9
zNB$|@HSN+|<8}{yKug|DZx<#^4c$fIjV;N3g}~ephK-e?WU}l8_;C5aY5ItQmA?>O
z^5zL8(dM|7ua4XQFaUjUhuJ#CQk47ijr@6v{Eikr@=F{KTxN~YV$I1+s&@Om;ARll
zfQw*^%Z0!}bHXZoH-2qpNlggVdvcHbe*ak9sZ)xgs+y72oZINPe@M~+;<w)|tTYBy
zp~#!^CHCD-mt*rC3vL2l#UzF?W&^sj1XYb!Vxm*q5e{PnDdtHA3mwxC#-G(7Nj^C$
zS$o>0(z?A`;c+|yYs^-7gpfiVbzfb~c+5I;?5#Zw#wz?sb(!H|WZKSe``HQYy<g9S
zh<!Yej-!Xsp<67o4z}XrQsyYNYkoS9U&PHmJeu~k>IApn-fiY5o?X)ZW2VidJim9+
zFV?pk(8j~Lc}&GY*b*rFBjlOEGHGGSWGKg(>et6yeKmIfavseyP<)sm3Eclu=v0N7
zNdK)O8xv42_4sOT!Y0dRXcn0fq@RG-nfapy!y1?MbYFUs!@k30<j&+KM%N%Ox$#Se
zNmTe?RSSuMGSxMA0Q_tpn+{=zy!$~$f56DS?I#jl`O?9zrJiOBI^NJRwOjvxSaHMy
zm_Lr)aZkhHwMOoFiAh-e?an35M~)>XS1`Ap*m+KszTK!(VyaXd#&k|_#leQ3E>|?a
zZ~;7@btOv$F=1Mak{q(X<{|rJ(wg>l7>NNFul*_c^tfdVkBbg%)^CU)ELsPT8kndn
zKW9B$uZo{}+P<kXG!|w~^5-}1OYK3(qN1x4w@xxfe*1lj%70%Ogul7yE0qC*djbbi
zazbH_>C}(Bn-~JkUr!;W==xA>sV>0m)))POdm*rs(i!LdP`-{X?!CgVkmK=kCH+Ot
zw%pF9p`bCpUJSQPtxGG0=TTjAwV9!`x?F8(T1?!K?ERlzqEOJuz^%p=enq}PEz&$r
zIt8c-Py=YZG~GVHt>e|PIO?*h^MkVqk8B79#G#@SYWv<E&L-jgdTAht(<?b4E7gAH
z?%QFpSA9(ur>~JIy|(`fqKd$OpFyyN%;=mf$up9>lwL|yVpv^qN+n+xdv&Ct+n~+3
zcZ`ss5o|l9Q2|NGJTiIa5V2g#nj-rplg2A`ygM?L9PIBb0(PSQS-zIhtV4DQAj#(P
zk^B=1^l3%W#<QA2(su?y@<-|n4Ld%sm-*0IC(anNQ;!@HLdgUAe;FRsKS52hqn1gL
zCTMci7gNMK3R+|p1e?NYgC;c(sol!vZAiM6FTFUot-XC*Nnsq7)#WsM>F6lK0e=gQ
ze89&D|JeJw332HLFiC$d3VAWIr=D`)v-C<|5DjPG_w~fjmT{D0sanU_ibh9DG3982
zaoPUwX5&_k6HJaI?wm6vr=bPqM>96^@@eGwt`AuW<3Z8H_)K(=k{T9cqz!K(mhSJq
z*#~@$<j*{S9lD-D&>{&63Tnz)s_;ZK4k>_pAXa;*uv(;xBNId)c9c5MgO~%}@()q)
zQT?-2It#8jIDX*Su~dn7P(pliq6CS_swtV2LIf0aIEO7|6%9&XJGG6b_(}iUMhes~
zU#GtWNpnj=hXzFAetJqrL`zgNu+O-z)Go}7?F5nveXOQe^@8Vb{k6UuLO#DwCuy&E
zbEvu+;bJH*JpmQx6_tbvq<5;ino<AzwP$=?zgxH0ciZmOxGj4z(o#n#jz%djJ{tu-
zt+-Lspr-$AQL@cH%KSco#C!tN{$Ga;9f<x3;}+tMApg;53{=A@ravs0Vls~SCvQGL
z-w=cDl_IJgi#qxl{+l2ssDj)c;z4TNfX08DaQ_5MZis(m^)?^SUHcDa0}oDt{Ud%3
z<Er}qlms47&Jds9xv87nx{m6<2m%8Cc+1*<PcPah?ay7^QKS8hXMgOTP28Wato2R)
z`iC9?@AsnO_c$sA{~AQ3OY_ei*(7n#{=2RG&&*Wv{{L_MkFfoJfmdyvLYljOYnrEl
zcB$ly8!1>sdgv!Jw;nobQL{`m{GHeXtsRH);I3sd`+w8^t<wD!0t6CC4L25$;9B>6
zDCf&i2~Op*@mh=DVQk$**#60dF8_bMR3(r+4yfkcedqhDcgu|uDC_f_;Y20v{~`yK
z=e=v<|Ghrbyoo1?H^yaxiyBxbNcTLVH{Kumt;-Xv?$R7tO#c<jtyG`=73w*|O#M}A
zD*2=qR>|L*W#hXd?$pu&Z~wQD!=-YXPjl~k<9ZLhV@lYp!S9)(6}KCp{hJ)-|GVUB
zTLCARl7pT97jJJFRY$i)3kCwgf&>jtLXe;Vf_rdxcXxMpcXtTx?g#h4!QC~uyTdzy
z`^mlC{qyx0XD|v1sI6<yHRr6o14l$Cibu*?P;JY8`?SE|-mlR;xhFM7=c_25KY`?+
zmyLy9_e8T4YqvSX+@l?-JVcLQ8rKUE*LQzJ?9-5AiZZyJsFHM;!n9MWmz3UO*?m;-
z-M{~K{m<Jjpys3NwVUH?YgA26i9*80PDzYbQ+<rvcD)m@ky7WLxb$$Of>M@;`8cD8
ze=N}}^?X0#VIB;`-o^F{uTIk1l}jl5j65C+7*vIsAS^Ac9X5G;#BP#|9h0?zTy0V#
zKp(3cAdp^sTcw1(o3<tr-x(8SWke)~bxmc^%^ELQJyW{MSE^PYJ}IV}6k|mJaH|m0
zP@iUB6wFEKv;XM{Zeh9)tJ6&r@V%C3u5bOERb3p)CeM8R`yo86+Hv&=$rqOF&P6iK
zqU=L#6Bl=CgS;<kp~f~|-)DOH`uKVc=xZFtnq)d8<)Wiuu~eIO!?|bT8xlZoVzGm#
zoAiF1)bp?yI9~zePF0;3Y|eACug}&-o2k@wqiS3QT48}+1pi6Z<k8<DGSlWo>ccW2
zTmjmpx2O$ud~gXY?0|YdY5-`LsjR?mv1q;Dx~Q7)w9mcqu0&`W5ACw2*#q}Gb7fr%
zaq?9nHY$P&$74Kq#>4Lz9?H_~tzJk8(HpmYWV`mJkj<|VoE-b2mvIO<`v;L%9Skbd
z9<*BB^YZy!N%Vb=j1h;LU}BxvwdT$lYpf>CrNQ(n45CTFSh;Eje!8q#M+ggd+x3lB
zYj7x%fG3NCG2x24(5^t!?IMS2Z#A>}q6U)+R?Yl~FQZ}5j%AQKk_mc#_omAL#`>e+
z^?uGhxb>f7u7t3ls?Th;s?>jxcdif^CNy`D$bM%xhux$j)!JS4u9P%J>mpeTqm|yI
z3CQ=}F3AMc-Pg{~MC;2u9mzDdzZw!+1t;*(>dnR+0tQ)CX6(YY{NV!RO*y0$9fbDz
z@3l;>_9G%<4*PX_u5?nc6WW;9j50#65FL`TsLV80I_O3;Y!NbP-1--5PjBU@hHB>L
zIA%jI5fSjNt@~0P&S$USW(OSZ{e>Ji>W1!z;YxG7*x#N%HMx0H9i_9wPZ?=hIzJ|K
zhKa;C^Bu#XRdcQwr>m&x3OzqCF#fp7<}FyrA5d9l<}FDH`1O1~tF55Wl7e=yHx**C
zl6>+zPyRYy-p^q{vpBmEv=z*#5NLFafJTRu7l(>{`a@N&$3e<P;9G&L>ZdYCeM%9;
zD;dB<9aQ)Bw6MjqQws+N+edZ{#kzaQZuJ8B_40gQD0~hp?UC?OmAZGT1^0Ky7$Tn$
zAO>UwvPKvQL&||;j2N~T4K=$Mjx`rqgMBt1oy+xn0H#*D=pRc10i*K9T3m$oT3C^F
zO{(3J373MKn*hmWkEBM2Y<b%xA0)vmjm*8O5F*TT5^Am#_<aGB&tz0EY1V7AM_xMh
zX3Gug3@7n^`ug3t-ap&7Y~Z@cQ_v_U79Cw@&~1A^oki%>_tat;@9gMwF}FQS#WQlK
zp}4jFvZ{|c%o5~mUPEM0fwr3-e=spuy<YQu#;P{j%8`h=JXTk;`Zn|#ekXo&@zV;o
z3~1aTBx5@ar~5ob-Gy52-nK}LycaE=8Cgj_UCTHQm_cNtV>sznBJAQ&u}z|Pc?j6Q
z^2K#~qUkVbcS%_Xw(&l9#(zbr47zOe`>@+*kBC)mKb~_ti>k&jRD17c$_B<+^fNa=
zvSH><@nC|oL^-k!l0uN<^s0CxYUWU4WWkkoB))16`K;%ilYUeoQ&2F~eb1K_NIC;x
zw@FuAH-JdGWXCycN)G^2rrwfTvGTl@50Qbf1x1nAsA(<9K(=h5p^_qPh5{6Wtn5lp
z!?5lMGPFL2Q2QFuBZOZ^!Jq5fzKI;wvlSzpHpvb--F%8)a<PCBdW~%fDsez{$cTi8
zM5J%=SkL<Rjzex8MoJX`Y!nhNoVT>;TP8dBEaYJ&h6zU3Q(bJWOIy{--;_yH)->}}
z-`UU1M#@Vi2d2OnE8LM&O+uPwZ%)6hRTKejX{`%1hcF1QZxB6{Q88y$p@0VpEn6jS
zHQfp=-%|GBKpY8KdErVMt%VuWo=x#Qf+*T<K7R|N$lW{DaQek9@@LRHb&33c76c!_
zV6?rYV1B9lhsr`fJv)UqqthK@zUJ9#@(a~rzlnPX0#~y7-35#CzIV3-uC%8QexbaD
z6=%r=<))_`VE3*L2h`Qd2sd1#W}Gqcb_{24#-X}nxe^ZN$Yj+8b$?i!GJ&i3Ad?O%
z2c}@r769|`(bBY8WndSCDP2wc)so^v%p4j6GpTGSwVZ#e%b1i2gf=<=<!$HQ#$5CF
zt`(zH^7j!@J~?_%>J8apA|V($lp=&*t<+$N<>9+m;3E?|FMRfm(w}H0L|H~TgWA6+
z4N#y)3ge$!hEw6dSc?)t@C^v)ghp<{`#7hnf!yfu`0M_eG%ozO<D*E-c`F&Jw2_uJ
z6S}f(W`@|^@P^4b>JaHh)a6L;9Ud%3ClsaDdjVT{^iay?UB9IwDjto6pJGNs)8k@r
z7+I?_GY27dl3b-X40>tIOovmSPHtN{-={X2OXxeP6+f0Teg}x!%5?Ti6(b%<{-$ha
zpw|drto;z>&{Cy+UpYtztIPB}UM$0bNWI9eB3S1jkB<P4hTNXn_7?ny%Rz#;c<Np_
z4;ZD<z1BlOdD#-mhZfzckH6|~bTLi+sZhFjSCq+U{aE(tOjYL4KDm6j-MFs1g~WF~
zPdY_DmdpM8sZ}n>GCtKY3xted&OW<o9Y$Qm1fGy{7-7JDMv{c=>8IX$Y>O!WRRt&@
zF;D%urwi6WG8Oc`EqM8Ri;O1qjc-`M422pjoZ|EMeuw-OgkO>PuB804MKd8Dya#!Z
zHj%3nl7UJj?+(XzIr~g~7O`(bOTjf-WN)5EPYYsz-q}|-re0CcsmR2#8B1RBztiM2
zdzh%gh+;?zcrc4&_-0O0Z{bWWbZqI2)tKoJ%)H-@P|v#T=+?vrA492oQtv6j!NA4Q
z;~0pwe8ITk^Y!-^zV#@XEh?={7(nqXex@V0_v^d6H}$ugVy_*i1*IOKBr)PUH|n1?
zseZ*>CKB}%Ya2mq1q7bB;oZA5m6b0L_oi3O=EuVK{J&_Peal<RU{-1gX{))N-CLv$
z>l<j_`!rJlmhIC}AGKH9T`E_<tdGd6%S1mC9-fG2yzSR;Bf0}3<jVHzgk(LA$&pL|
zKR(e%d2*{=UDV0^s+n}&bb#Z*nMBV6>nLN#>6<0YjV<(}tz35g73*?sRxGJ*2+3Sh
z<rj}rgMR9TS@#6pxSJr4=;n2`mg!1kJDP0u#)t!+lJ{mlj%@+kI=A#@l6b*EdT8pa
z;Z)m}fuX6^+T19~(+w19TE0AQBPkpUZRBz4iF8kZr7tI^(${fD#<CmD&cpI!3K_s*
z<om;xYkNH=>JWXdv~kQYP0J;i0;7s{^x;w)i@8Oio8`}#9M4;8xm2x5)}wkS!t;TO
zthn=%IF4Tt^EWolvVzDz9V-xMNGX?6&p8eJV7{<6j<Azg3<EM*8G})q<1tDZQq7Gy
zU4D*LXk)x){0@7{WUAE6Rz$(_hAVtiL8Q5=I*&>$^)XBcy%1qO{#O!75!Hl5q%wln
z!y}_TP*u`nHRz++f@+B4oOYW%-%f16;gM0uG=u4H2q7!7fvkEac1U5lXC}eaDwCmH
z%iXeTvkkhb39NcINK!vtavrm|yP(gLaedkPd#N%+9ZSax0|;YZVDbZ?hwyAW7}OcB
zD-aoa=nI%e<D0i0j0duJXk8<c?422@w3uT*l+!=C$j=6~)1MVNBuj~GHai*~T3^t@
z$r)1DHW<eOw>8pNzK$f9<gS+}o#(Ya?HUA_KCV*Q<@Kyi-Gv6WaWpBq*}b*J!`~{(
z>?DA>5C_LI_H8fGQX^Ko*#h<sq}DV<zR{c1mON8<mbIOZr)&Z@g|kI(<*jz5{G#Gy
z?mQV(0b<;EwJUdNpG&i3M3sWIy$^!)e9shaTPa$93=(_gerJGwwB5u@*5Tb63wg$x
z)N4~ia&5(0`niJFDw!FlpZE?U#*5%7sFVcvB6(lzDj})J5fDIg+%~-E(n<<C&jTo~
zvS$J$E2{jA)NER2nwfcOIsq3fC5jC0<mX>JiBTAagsh-vGCd6(T_kNIjfyh7VZS|c
zEs<!Zg*5whm0x{R#j)9a6jY87za)_&0av<h8fCV$cK(*Zg0;c?l594?&8f<2mNq76
zT%H#r@w{qhpB5F2wtH%u!G1(|M8GWZ5zMuh)_Air<m#sGxfbyL3*%gqK9YrrA6Y&R
zEDx`?>YP(9T>+ZztQ_p+O0{^+K-N^{9f^2KYp!Q7(wla#<KdWXI4#|@XeU^(DWQc*
ztX(pkN(GpLw@b*iA!>{rc@5P_O!F}X?uD_98W)o|)NR^g7}1t9P9#1b>G|j#y>UL7
zP!Q}iD6m7$doS#_v7z$C<WFUWo;GzSv7_LFKdS(?WqnFvMA!pEsGJw9bJ{ivlg@Cs
zC$wzjQYE_qzg33I>j;9We0It#2K^@=zvLjDp_hZl_sZuTSB9zEM}0t$f_k5z`^93p
z#$^0A(KyOZxyewRjDJL5tv;|qj+=^@FI}<D_MFwDI!so!w%Hg-2Nw|nazwpC93et>
zvvk_+k614HWwr4tlv@q`15V;+=cdU`d`yyuQ!mBaT9YgvQvpF+Q`4HNZX)7d;yks7
zJMCHV1q_1#iPRvNh1_D`&qf9dcq!gg?OS~94krG=`^-S54~08bp2B;yaV>>lK7jY1
z;Z~yDE*(xcAb04yJo!OuuMt-cDbMes9n+Z~gId&fO4pIndCo@0LzjUx*XHxWI_jbH
z;}k`%lGyQeX~J-lV|rN~Us?TiUF2%2DrQx*tpz{6(=J`XYS2cRc2jx0It=R?WqQn=
zQ$~L1Nd?PF5Opm>v%O2ry1hUlM8`!r3rSodTftwt{jH0M)FKj$*ruePF)nFDCZaaI
z2j84WK}ndGY(k@wW=gupXrkgY8Ef6?a6z|@LPry5b-w0pe7{Io8eMBzpsA-a|4t0V
z=GJPNnB}sV3ZYDF9<o^AYv<RLdC=V3h8X##;*gKe!WE0HNOSdI`A3#60wkD~ys#e-
z%2w<sC^Ks<8=NmiL{}|1dl+Pd^Qyuq>6=0oL~`CuUeG3CmA_La3JecW{8%}yPD$^)
zEnMr!d?IAYe>1<E%)zlRR{GrN;JsJPSH8b^GM&Mwe9qx$&(?Zu;|yD4s?sGD;?D(C
zoGVt?cvRp@NMk`M@(@?Sj>?x)wH3}^D3}7<?}kKc7~UpW77V0*szET^lLp>S{fOFD
z#(dm=-sOE?Jt&HNj6X`9TC>Ek5D^k8t7b3#A;|IcZ2q^{f_KEMbAKFIB!V$k0^Y@Z
z{>TD{+Jo-yGW~#{xRQaaPyBl@{QXrLa`bzgB*r?u#N5BfRupld_T*2huJ#`ps}Q9O
z13?!83JOCrGg%cQ&!KmZ3QF^Z6*7hNJ=&eUC>VRW+e1ADwsuN-upBB2=}S59jUTQS
z9%Nc0jV={{1wb~3UR(<789nLbes#L3UsD!O2uZ|@3QdGV1wc_bwxzB_WwU06)nzf2
zi9`iN+0D1$hSi1Vbz150-%}Zgb#SuP1ZM9)m?C#A=fqOqo-!=!SI<=$&FL@vhB0PH
z_S_tlF2Dv6-1+ljF%LzPZUc;xbvt?96DNm3^rzBH57wDt)xY%FeDkZTc-<<YSMty_
zKDc>QT?-70e@&^S>ZMu7$nXutp`AY7nR};q$59#p&_XMzuKUhW_d`SuL2~j(e6*Hu
zpcxB7lIWpfq*E=2{ByTai}BZ=*3$&yn-$-4I()HZX8aSTVGWiSi1>H3D#<9f%?6;m
z;!EVDe!h$CE;=8ssE;8i#L@Y>7CrgIL~Z;QPosrflIz2&ZL!aFEF11~gNt|0Y=HK-
zeKhg$his@%)2Zp;W*vu@8h|WHLYAM0J{MF+54N9mm2V+4d2NS{ObCtTypnkeB^2g}
zrA!Bc(%4Lz5^;F;xv<r?6uk}s@9|{^fS4Sstn^GJ^5O=VwX)yzzJCSeoAKCF2bVGG
z#TF*Q*5+mali{txiawXi%bm#gE%58teQb6{OZdbVm2JQF-u*di(<~^bzYRo<>7$&e
z()IqN0tTG~RLt*TAScAjMW$HYMJ94vEv(t>a1;WWyiblQe3N^7n^9@R`s%upH0bp{
zBiVkgeF6ffAcfAlYU(yVK0D<iA)D@(W%I@RpTW@x)={#l)VGChd}Nn}S{&Dl)c-gd
zXfgB+9$I$x#^);{1$>W0N};xym}odpTVl1?Ue(d3T+z#M9=loI>Z7GbHBiDj(5Lj6
zu7+*Z%0w?b*bs;ZEBLXtBdB?_S-?lQ7}(84oO>H^GvY0C21`{UofoZ$R_ywmyS<Wo
z7oDoDK&M~Bu|un`$#t)UkW+JLT-M_t5y-YOOF)wM@h~PbBO^HJbTqk#;%;~#I(Ja>
z<fu2$W?N>PEGA1tjks<9)^JE`yNzNoHsNrYny^?*!@$gFuKFaV&1@be&W4}RebYg1
zwUL31j#>p3cCECu&37DcL6M@h2&7lle5{3xMe?U)vTXhN+c7dx20YCwAqD$%33KPu
z#A4|0)AF#sFW4AV3_lOeR1=uH%H%&8z*t8F9p^uNXC@%MAl1j<Ry>@dj93W~+pMV@
zyeOkgW<R)siH^_Al!wX?5)|)Tr2Zv1?UbL-MINFoLRK4E1+~|Ad`rB!jeqswd>fjt
zumIZ^cLX$;3dkhc8(M!0B=1bKB`0Sjxxz+6)v66TW!Z6M18cTt5O^;PH)x}xp{k(y
zSKFgWt+a~bCY1P%As4Xi%y&~zB%89RVlnjd`{zjoz5*>K)Rj@JK0SlyA$nV>ieZHG
zu*P7-`x_)EtTBA<W6$C(;-0*M@HmB84n7&I3XVq73;tw9*_1q%n=ASrlxo_BdIrHG
zLdm?d!`#|$K(bL}Jr)q;Epnp@w}3?k`SO8fZw;_|`t)Wd2)z%jRKofAes~;)^%&^Q
zjJ4&tYrHd{Qpn5h5~E_h7NA#s&QB%b9Am)zRj(KHiDl&{GpbJtF41Zk)x?yNveA{j
zW~w<>fZ!gj44TCCx9KtAdAq(w2M_sWqhd;RCyG4n$dv@GY9?l!p&#FqDt=H0?k>g=
zr`|EB?9rz1OD4x!yCb?%em1y@=^K7uGXj5<?%`aBmVy6JGUd7@NTPB^E`jkQA#;o>
z#bf7q!3dwTP$j-NflR?&`~K@1RBs8N7Eu^^{QLKsKIfDhRTr*S<Orqm*owK8rS2-e
zh~Wop)B&ZB?~}4PHycI_t^}imY}BrrBRJ!}Nfp@b$zD<7)!>ALzklqk`_eiO@Wdc|
z1U1k8YQKw39I=&++wwO4!s^d7oKOv%(f40bdndgMz=+_)f-cy-U?oMi2d8ZMt_EUm
zIv>ocwtKc(Y1N0Xm@_E{YCPt~0=_|J1+UL3xzHVQ{?7M+t%0<lES#kM><N3@4P>ac
zC=ZH0_t?XpB%}zakk8>Oz}P4qp+I0Se~&lK;>jI-1(>{hD01bsNK0c|wh;B1jz5E1
zmulI&qyx-LcMS9U{gQbr88LFwV<A18f8XGE6EYRO9HE{b@O|Cb*!;a>ohToRn-Bi-
z38{io2)BscJKr|Zw}*}HU1Yv#PvG9lSnojM4+}Sll0fbPhyqR`_J_1@`CauVjc>OZ
z2h#VGVJ_Mpua1RP7rINsQL$H`vr8k)V*EegebNMBv#q<0Xdk0E`4VU*!EZ}{M-@W)
zS=sEg1|e3~3+vk4Y3XC_A8-ax>b27|>x#vdTJGYdwuS;WGTG|WcY0C}rU#N7YR-`t
z6Ic5Rhub9@iUxf`+GY|pDM@?D7Bex^Fr(2Lt<Kz%fT3w3nvr}Ki_nA7C>g6g{pnjl
zC5!zOTR{iUcPzu-rr!AnO)DEO%-c?^>U}J%`@ZKmeXCtxH7d?Oq@mt@IaSA0ahhwr
zTiB(YJ0<eY9FjCSw-sB}zm&<!2LeC|CX<3!8roP0RK^8{;c>N7s1bM1cx$S`<Y5b`
z=@+f<;`KH^JMY#-K(mO0Q$n0HS?|zvFiAf^F9{4FszYhb$B5*n#FzHDx(x&hp9*Q#
zE3PxtC*xJC+=!BZfTlAW*hsAbXc6zLQ&D7)N#IV#R4)Vq0%B>WM2_1&J3nOmLLQ(&
zP$_vcm__<*;<;HIw(4$fbc^IpsN+Yh*@IbEr+5mkv|T36t<|ki9TRg*h=GJ!Jc)nF
z3xz<{RAL!En6OK$KO)QJjQ|YX-<E_I+O$S8!71FVzCu)OYyG>FaFR$nq%rl}R6jO7
zBFSIAik(vkwi&}rs&kwLbFC!6V2=^)AKMDtq<U3xAE&V5-<q$NIP!^VwjW^7#<a;#
zZ;uuuKj@GCOC{;jUnag>;KcNor-UnlWVMkW&Ms+t)*cQxsYfLq^GB*w{dpCw#{MML
z3I4a_VH@qa{r{oy*q!kYb^Wb#{b^2m<^MEi9+iz%^51U0z0(L}^vJ&yy`M4vTbnG<
z#^9bWwTWRg#uNWb*&5vd31MU4YQ4D$DD4t#E0I$+weu9fKRPkpezW7Sc!Wo6h3DVu
zRvIXAu!p7uDXL6_FJ>8o)E1J~|HprnX!1*s<U0QJN6W8Wma$Qk{vSoR`bFAqFFF6g
z`uG2Sy=Vz|6^<o_w1oby_p4Mp_~I-9s~(0s{2w9u0`FDXW~UDzBKoUGUzMnDAurPL
zpS@oGCI9_-)~E~gi*Mw55+^?PuZDZ|2)0wah{xadn@17;>dx1F!Tx`#)Pu&=@&kFW
z$>VcNo9nUKe%UdgZOQK0e`Gt=m6oY5HD+YHTa<)kTld@87vizd-uJzU%;`+4FvIV{
zf<G`J7|Ldm7Lfk*^rVF$4IC7v>nEUtpS8bqE3%&|Q=6LN;#shrI98`9C|mBT)@a%-
za^M_sXMpy61MSJRgLG0##%+>$KHMS5{RV>TUmsV#H^Kw;5U%vphEV@?gNwix`bIwP
zXYHudwq_2&8}NUBT0g%b+Ef8=O~$Bs`(HN*kXRsGi-kv(cbaX!Nh7@h`}arVgJ<*^
zC78w#+&tKS-9UoI1#gujGNiO!X8!o~rOcpWzkWQ+p}B-^<2}o_AP@iZqrdL?B7m(F
zA=jX@9OHzd{&(Tq6(D}*xQetZoO|2<ySkw39|4{gaxltpX$}bdu>W27RdR4i=~klE
zVkd6ae^(cDoypT)Uj$L=H_Qq}2>IWIKS2W{{knpDGSw_9$m($DHX~eg^+o;3USnXq
zAXdU5?U7>d;jTMt5}VTPnoU{vxLHPaN>X`Y&^@?F`Hm>UPmKDarXF4HG#LJp-Ju8E
z!G%S{H{J>3&Z{)HF1NVUV6@s!+odc%Z$a1rp05_y$6w*38y^B|&jMqLVIoz&=Hfn^
z^8)OjnsmGt6>?+{o1$exvCZvy_gNWtdw1Jws*fRW+Fk{wY;huAwANnjn7-y{H%J$8
z<)lgR`uMcIyXuHC#IHw(*5b5v5op(S&Dy}Xf8;eq5`0(kj?g|r2Onkh_SwoUeAA`B
z4>ybXpU#EGducf&Ho9^pvP;|tO72OfE}Um8G3n{UPo;Tx_1~C#WH%dmHuGrXB?9Kj
z@fgWE9FWblg|6epa2q+@E;X$}x?)zbLgzCF+BwUFD7>gpl<qeaw>kA(o_5lTp1#4m
z{nPvHyeKaN8ihSW{fgS|`5~l3rzdt8yGdFee+ZV-_Ni7(9}&wbxoRFqoAGFG7ttiz
z<j5IWz<Da`T%ViKU5)?h`4dI$;$5D`4CJWZ-S?Yg!R_Z&^c~t~D*=hWdmgmQ#-F+2
ztvyapn3j)_futsm=ugsvMxPWPeOa>-zGz`tz+S;o%{Q)>&_tEZkPW=6QD=LIyHi9W
z^dqpw_8-$*OTboHU^S!k&p4a!g=3y!IArZp(S-UPUI`mBVFzZL6rj{to^SUws&|d{
z9SiEOfd$R~Iv)a;-wr8IhgfgL_>!4W$I#{sko$LL<bFSoqE+kNoO<>JQq_In!GyxL
zkgN>wkmkdLGsNLfz%8gd$6G=?x~eH%F}Hju1uP!Pi~gx7=o`x)+lXpgP>Va@e@z&I
zhL;J(H9FXueVF}?o&R*sZAL)U$nnVX^NiIqX1shpADQwUkTkZ^S@OEDQKz3hEoX;z
z>76r6C{;+|$1$)O(2+;`++tGS3F{^I)&4vP3&rDU>Xs+rHiq>M{O?M^zE+BqI4!hB
zt^fDu5Z(d9XcS>~yOGi{Jz3G*y>?`~Iqx)Q^WL=|n7QU<nd!3yebV6~35}}5!zo#Q
z`*5tG6Pf$or#n?mS4Tj|8Ha9z@(^HF#^q_F6{OwJ<1|1Xt4iiTPsYU|2FG_!Pwm&{
zo}_xNwrqpVuOB1!H7orT4VBNP%keiN7u9q$j0`Q`ANfP{w6N?X@)uDr3(zcO6{eo}
zr#7fcLz-&HYrnU3#5Rpf*=4698k=a3<<3(PvR@`mTN}(o%5d0?xaT&cUdbzZs4`Hn
zlpX;3aBf(hwQQ3V93kP-!otF~tAZW6HS`0sq($h+*v~$Ytt0)_=5HXtz2C&fTEIYb
z=Y*U3>O7mf$<4S3`BMa@o3NrFrb^O|8}#VQF&YZ<PU^Xw31b+WH)#F9yf@7iMT_PL
zZi?-zrVW=#h}s;4@59Q#l+&K%22g#>riwWz+#YX8r^hW3EV9>_oR(Ahg07M@w--Jm
z+gk(VlIx#xnBKKkG!4V0mas+SnxY$T%NTdeuUtptmOMw#GY9IzNT;%kahfvldR5WV
z+3P8!=%`%Aa|%{YC1`Be^rhtb<lF0QHEbT*HrhT-0|s51-|O?p&3y}u?~Ysi5YGcR
z@5B68RDgKxailF<UhFR}C<+p`7;Z%!sdvjdaMw8exr7*~c1nw-!yC`?Xe-|`Lz75G
zDi&^xqI&88$nGMX?rOd9rIqh`G)44yLDlo2vbm~pZCn1)Y`L+!x+Z3HR7fxpzI&Px
zJ4AaQzOKI>2&K~PIqqad|A1!wCNEWzJE)}rKL(tBkHjtK$ghX4yRGyvKG#^M=ZTP_
zy8r9lG5-Rs9H+DnEc?_xV84n6^m1*2P;mA}AEMc?`2~o5X~z!uI~WjrvwB%lG}raV
zL(=)6!lqa#sFSm@vZz8@=qJe*Nm5ifjhm!r>P_Uls#)4}Do(N5Jn-76Y=o9v%Z-t_
zoz$|R$L+jk0HzgYbILvwd%J0cG)a2fzfB|k9~+jse*%d@6ZnOt1xF>ryJ!F#<FPwc
z42)?pnQyC{#C~wQ4u{Do^>AXc<|;%iBcEsO5auS}Jqgvip0<{x!OW%0esubgfD5Q0
zqEZWm%-!2R>#>yN0bY<jMrt+D6^9g=_6_S-(9PfGoPn8$8BFWx^q2&zx{<P3>5NZJ
zK*se=oO3LjCQ?tR0GsNWgnj;6Vm;d*Nmf<lyr++zLvMdVNhKs5N48j~PwI`u@sxGE
zbKia*e6n_UR-O@)3yd-!IJQApq}XCS&r30=+>APRFNnwX^{I@1imnGxoaeNfhYxb7
z&waH9=+HsHwkAxHwhH$>3ZDsa3|dku=$e(a4n*imDHm7Jq*g#gkUb^pV}EBbwqS(7
z#~Rxu)Z3-O=vA}W22SU+CMG(Xzh_NsD!*YEnfN@n;fF&lQ-=ZjL)s!qF13|hWAWF$
zxq*+tb%y%PMHx1o`iE7LAbMinI0ft5Z(_+azmP}%0R@`tFn<6>d-uo=DaB4xA+>Wd
zzK01ay+66Oq=Yps(h?MJW+;C|&>}*_KH<oRCBcx-W298?)0wh6v3k=xa6854dX)iG
zC&CFrkAU$nm$8c!1tddAV^%tt?Mk+5;4{#ZtVGII_VOVi)zh2U$oJQbMIt8!@lu#Z
zYSIH?=uYKeS30QzZaMK&VqaDD`T9|`9GO@eBx1hDR+tZi-UxsSW}T}<FR-E-oD-~#
zzXW7aVI!(rF|TcMj4=+}P0mP-caJ5!NhZ31`ws@t`Lx=wZJRh_%LKI<17;hf#jjk#
zh6xOm>MMT%XUQ5Q7A0wM&{!Q`{CY=oxD&q49rO@!Zb|YBKp{fwf?2mt>*c^+LPT(k
z=@DT_H#}gzQ&6u`AN+Wq&lPu&rRl0Ku?4HuMStxEdzVtwHgC6gd$KWkIh|#`?_^bT
zV&~mekblE+ed+V=(m886i)#{rep+@?Qu_#jc5oukI!hHfw0>G|ql4VOCVMBGHFsf3
zt}=;{N{(Ts?i$c!z69KO|APKJ@u4r~E{NVg!0zvACX$!qi=s8HI#6_8=lYB_O#yTB
zO|oXa@xz%_HZ~U!*|XvBkzVj6zG(lWMOLx$bwb$l#;{s~l=_Dw8X7-ZdpV2>MD-(~
zwG3<9W!+F0V76xV%7ctg>!{wajIt#Dt?Ia#5-Wrc@A1?=4Ek59v^4*)cQ=r~w1tvK
zOBSxJALzFa=doQWXJZd<<H!6xRCSbp_Z02N8h#eO>z32p0`En%Z(08q<&|}9>Fye)
zU#YHOXrt=bWAP?%8z?nrAe=mZ=unGyit(}v5Fo(>Cb+xPU)X8_7!%u1Evt9Q^7x{6
zR&1~=n285P#{}1UH9HTu`_w<YU>)_2jDpSwk9dx^D?%4WIN5;v>X`iMZ+^7ttR*bf
zj>s<AH1C*EJ_1Cae-WwDIpq1_3v1||#$4*ewi*H__`2;ktM2U#zTbYs<?$&!Oxvst
zQ|e*7B2p(-NG`<X-W^>KR^Z}q>0PmM_6lIwHpIYqD$0bEpu{F5=>bf(rJu+&J1X6-
z_WCKHdVY><GZmhXlug!{(F-5>o*ZQG8YNMFa5Z0qWGu(`rBf9?)u*OVs$yR5f3;0|
zHqbr0g#ME;aGxTqiId;Gxv*S0>S3aolBw2{@9khnM_u1GF*e0}jwRF)&1i|IjL=Mq
zjEKVe&cCyZpN^Nx8*jE>OHqyyPr@!^cjgA6*fTPbOzAQuj)49f-5nqnu8;F1(7-P#
zx1_(}R4SM02_?f``!fUIe1SE9W9-Mhvswq)<L{HVs2XVVwzYBl!y1+ES&1>WuTK@q
zYvE6#HeNF#%}$sT5zgH4fkVrN*h{5>B2uT!_+1jqtkK4~cm<lBDi{w9G4Qu9365kl
z5ihk*02AZBl_1ZO0bQAaY^?+Q?!HRtRLm;PT4t!(rm;I)rOeY;0mku-89i-&xV_v-
zp7g8xQs7g=@;D5i>=59fk!OZo&B}j%zai940Vj{Hliu5TtS9`GEn}JnW0YJxq<J`n
z4qwnsr5->nF|iLTze^%Uh_zJ+V<92(c=hPN1iQFz-nyvIfIRY=*bxW5X}fT-VNNGd
z@iTudH7yt#LZ9FZl<j4LcP}GeWSGD`*ik5|i{I07ln^Mqw^Z5(9nc9i8OcW(E5+Fr
zhZUCMF%U%rDs>&X^On=y?4N!>Zcl;pQV(gJW{uTIlb4K9m1KU95Ecr_ou@4g&_3&k
z4U%%BZZO;B^XtDq?=6eHJcT5IH3y|9tatEh-akGznpayMBCY7^Q2kWE>D3^n`i82{
zT~4l;n}I{J+;r7yLbREJm>aA_g{gJ5(9n}2__ptLSh*9mQ$H@NhQp&T8#SiMTW+8p
z?k3p~=H_I!8vKsyS(e{5v=|~Q%ejhyGgoh05?MM=bE7ENrkS!vE{*T)wF#E%@2Q)=
za`zcKk~m_<!d9^nHZFiQYfX}Ot)878GjMvFITh!BFjaeLdXNuiEQ~#*RLZ2%Ay|6G
zE+8<XS?*R*Z(wOTt6l?pvv2VNXognK8K<ARdF@>bX9UA`i+gwY9n@2kM?mL4+0@4G
zH3=M2>^s2pzXc@(jv5bdedlq?LC|bbjHlEsUVC0ZG~vy%D)a@U<ZsX7hW+%<K8Sk0
zZ^sh)V!`jloWCqkrU_1e?SicmGpfBzGw*QpmKnb}EsmIUOjlvr0(b6NlP5;l3;Mjf
zluLOw4jK}-@2T;znTc5Ek9D_Dlk4KsF%QS+zfSgidI_TKZX~bGCs%x@ve)g~```@t
zQpUR|A%o*nFXybh*IBo3(yN3)XTO=Vxm~SuO4geoE`T<D6wEM_Tt`W{UFR~clOR%+
z!5p`>8`ABOH))(8?uHZHaxUpghEL7us4H_emyD+#UX2zSs}XxZsR7zbi}zqMKISBt
z2^!)xErhmV!NT_UEiK>CaQRME&5_cY9k19ELuCWQxINN0^<B0w>0`f}JYfO$6W9+k
z5VEC*6OL3B@i$A>BLyw3TR(o1yhjx{L{P%oV@t3*wCxzmnvd7NralUFI@`vl47z8J
z!qVle(H!_aj}o&dpf<s2(c|9ZD7(>D&LO?wr0y~Zc@f<8TgQ}KVLO@sS_xKzD}M&9
z1Pf7pJ8hcPkBGi4t;Mxq_OlR2SlwrZ>l5jG{$Hu@5MDvTgRrN@-LADLwsUyv@jUsR
zLhA$80OHQO?9oG?<pr|5Cfwx)M*`KJ3y~B>F19@EXc@bjrs5Mz+p@VV{`(N39-U7q
zm8wyo4OKPfE6$Zk_B}yOmBae8?s#UO-Cx5Tt)xTi&1;Yc`(8_!n05Rln(@{HTBH;Y
z=gMbntoIr>`wX#Uq?NF6lYNgifldle&y|!dilp3;qfGdFn1`oi^~RXqV;CBn5gR>G
zgOQ`fT|hn~V35eXg2+^<Ger*3T4EostgY#AS}i&Am|P44VeWX#@B^n#*fRT)>{*@@
zKp!n_#zB<M^#ODes$=>>N&T@NSj%VbD}wFIrPRXENN2usa(fp0W}iFz_ofln9BhwV
zd&rEx(0{OBer9^j@J{H!+;{VVl~zPImi{McjXUc<I89{8$W#EPVPQ}noPEQi7648o
z&?GFNEH8#ufHywe*dUs*aFCsuHV^#H)ahHC=x(ILFgTm!RGHUOxOtW7xI_j37NN98
zq4Q`P1|&>Y>8rRXgq5n>24GsqzPmo==<O3!8x?-eyJFp*ptg#@rXHEw<HzEgi+A0(
zpbg-On0a`mw;t#%IClEx)Q6tab~7G3><SaGOWtOFeZzI(CZk1zG*(TOt?C3=@ineI
z5@kFG%~;s?*+7IzML#gokA_-O{Jlg)!yX`P_**{!oA9wK#>2HSu9D@GFC6HghrFat
z!c8(BO0>_S6CXjDxaGo*=LFs92js2&F}EBb1*6!0F=I`k$HTzZ4k3Mdf`$y<pAZ-;
zP(yVXpORYsYbxO;=x!-nPN$drvJ|D&;yaDO#+SBl85oG9vY&5W`L$I>@b%p1%oCJy
z3s${T6st22hWxnw+olURBuesMMs%v1W(t@0VV8cm^IXkk(kUs!<uk0oypQXm%vSzw
zUsNS8sCK5DtTweD)`p4!4i;0J_ETg6P|sNlzfrTn59OSrwbBK77wxaAbFi%RW+g@F
zpQY~>MCago=V%FYGZDsQ>aqpxij4wK7%N_B!S>{(sFDw9Oa~KNn+1b8Re4+KU<1;u
z-@eak7O!CEd#rU0B;u%d?a(GfQl~B9P2dfPiTmh;g9htH*G^UamA*h)OBEfB!c8NN
z`_6+&3WfDA7t7Io{Pg8r+63}rRb*_|`<4?!As)_WRa^Nu)y<4xSx*iacr8@vnLT*t
zlXjbc0VgqKm>#uYSt-x#6yfcBb70wYlTG81)Y*e86=R~1_MT$|te^+y&LJEI#-rW{
z<qn!s+m~${a}&6gFD`qH=Lc-}Ludu#HR>~yyNRd4tqjN;ZCi{%7~TH!XMS1$WsO4B
zif-=pk1v2t^9M8tu$>lZvE+r&M|{LIoy3s&NKLf|O)F6Z2ok7s)Zl9qAM2SH<==yw
zDckCl6D`-qT=o!NsEb>{zF;iU_&BadUM@0XUTT-`K?Ag#YwX(VgaT3u+zwYz*!otx
z>AIXoPJUhX;x(!aSJt?}wtUGq308?6A$)L7=Q*2pyGAD_l%%$157%syfIXa1iatjv
zAI=ex$i9VAo$E&2JBfJ2dviaZT*xOh=9rJscd@t`84T3lOY`#aZ}+$8DbK{)|IiS~
z%gsa8=Tr0(nA$etPG47Mo?cpaQ_2xiIAS%C);*BZ0p1DvnFNgP&f*$714}fnT!!m(
ze`wJT7H}0hw3N*i(QKf#+UdrR>K%0zoReSY4#Lf#VYXc0YbE7TL-67-y?dd2PDsE`
z$EnrDMEkVAc$A`taz}mir{<(@x;HOMCobD+F8kbV(LJNYyDO_(y!?HQEKg&eqU~{`
zc&b5ea2c$rrEr2$a5p`>HaESgURI6R&c+OFIL&;%VE1?_oz+QhXmWm)U1`&*&X(Ji
z^G6%%5qY(GF;$IkSI}$5O6<<xQrDi8k=aL*!htL%L5TtZUk>bMFDazIMq~l4Gv$C?
zTAzdg-O&390fyZ4@(DV2K-6fP53L&;Ag+ex(`C<*gypd;8;=6g#JsvpPS&P^D=`du
zsk=3cc-WVu6=rp0jPd}vgYw@xGXeu`Kj{$qo4`A(C@#S-P9*LGS_D1uIdSEFDG(T|
z?PE~G75DlkDB~Ho+zupv2+eGNLIxH$=wm*4zognXF(B9$V=q{;Yif3EZhdcLx?5Ab
zFSOe8D|q*V(2-TdgNZbtJAt&3x4A59mlm|ex*Wrzsfe0Bruc}>Po-MWpCwc);7U+0
zf5<rPuZsb#PzZ@sDD~+<h2OUjE0gKWb7rxu>_;9<<*>Jj6JNL|(G%P7S{I{&V{Q4T
zrj(Lni`|vm`<r69r5_Jzqf-5l^x2STHVJA}9obsSVZixS4Wcn9kgv-x#Dj*&y)LkC
zaswp=nKM*4LX=#`B?Q{O5g&p7SbhU0Y?<gf8gFDWAt9-%oX+J}bVW5<y;w+TsMGz|
zgT>^Zz}4CuQphsHfnYdFJ}AEw^^%yj8?2I<4Hn;Tc5XSSQv?NM98`T?AMGG%BCc1<
zze2^L^Dns%D{{@qPg={UWV;Y+3D3Heh=%rW!|%%v1(Tt_MR0;SJ~5s$Y&y@e!4O+!
zVW6%t)zT5}!43FiD_<PY_MZfW$I}FgyjI%``5F0UE#u<-$8}0D&Ml1=XO-OjE&AnO
zL?O^T7!p1QWxySV_Nri!3FpZw%ZT62?nEnRcf;^M-%e@d)wcKP!3(ki=Yqw?Dtj2S
zl+hmGab9^YOMQFO_=_vsgqdjrw3(c*oJvG>!M#+b9ERRP3p!}a4MO*v`f;NX-oIo!
z6C^+!VZ9N5LHPl8owSNT{t`RRQo<wrLVOwUMy@cwItFAbYGh2NWKhDcV+LaM1uD#?
zRiF4%D$w|QvzQ*P7qJ1$ERkPB6F9WxVY{0OAyx+;x=<(vq4<+dOkYOdOfIcQQoY;_
zM$eb35_$Lj{=KBcbp<ZGtYfL~Fh#-TZ-pk}JCkxIu$zYaa@5wsIUUsWjpAT%4Mf6Z
zK8`R-IalpijNc5?=LtJvk-kPF$t^T{&vv&@nwh{O5l+Kb*+ugVd3C-6TP=^uED_Uf
ziRUCJNkOYBLCzLFPB*C~BjvCRC<x&csAH;)S<qmK(qf&H!jKn>wlKfoe50_6&?;3c
zlpuwHxBf8=H*M*#rdbrMJxq35ew2*4g?l_DkLW~S*O6oFg}a#N9U-}c^12s(12|}1
z=iB(xu}H`e4fY>fs5V5fNgXPO5@(Y>#T=v=RF`E?6?`o+GXQ%~SHLvgxDP&Ro<8J2
zVT%gPrJA5ygQHgwnUcL_(~c>3&Zb-R$(ymPIT7tFqO#c)>7<kiu}rMt_qod2lrX{s
zSD__13eim(lRCx~KoNV%rHGw5#yFuD6~O;+_tY=ky;mebdu`W_ol;vQ$%=G(4z5f!
zeoRK7Q&V&KI$H^K>o8;aFgn9f&7>ZPVcY_CO)145u)0fO)Y&lNN0j|G=>A#{qmpg}
z2$gp&7TF7J@-DgrEiO^PqJdU*-ceLm8ee$ng4^F7&i;|2Am<-C@sLiwg6+^|tn=!;
zG(_}&8iKrWHo2swx3pnT<kBs7yJyN!^3nu-3QG))Cg>vThU^n)tJVt|cCab}r}t{j
z);j=2zQthYws>Kh>l!RIp(DyV1o7(WDR-Hr`OvT^0m?H!3tRW)vHdJf({jp9qjHMt
zIC<=ZyE=0@w9kBWc{Nz}n_KTzLFw}gljbWy`u>gAy%1O18%&3))(p2SvlmX-tDjF(
z6a-5LP^3wz1@!V`XRSpB7!M~LDnA({B_b`~lL2gk0Y4ud#8Ia<Q8hGL=OQcSW2myp
zChBsD;^-yg%IkLJX2VBJ5zG{*WN5B<GD8E-_KmR?;6#c*!phJ{_1jPJ<GOOzs_tfM
zVaZEvX&Z7k3~8yQnmLQ-l0bNM#lZ)*#$_dLPOKN*@WKN6{Tm2>!f!VrSAHqGZ#^1>
z9pPUl)Efv0a8=e5(~q4YUAWULr0byLW@x*8aQU{vl$*=ecUD<hLnuS~Y#}G@dnPeF
zf*`v$3Kwj!dJdJpu#OyjLf7g0J-AN7N52i2X^~mj55QQ3@}(&jv-A4Xk7UxVHDP4Q
z_QY5SEb8Zkuj1jxWF|RM;u~;>Lmymr`@3E2<aXOfly8={FfXJYNSRy=qxV1LO=CBU
zx*sYdLdLSdAEe%IFfq!Uk^ACOv{08gazt)^)Y@WNda#Fl^-k{k?IVxkURYV#>?2@1
zJUHr?a*8xLFN5*4&=p<&c!B4x!R={r{kvQjv6(q1MyBEQMb~t`j2Sg#g+)@+jDb0<
zdVD!RJYd>%jL|yx%co@S8*I{7ZTIIO`N2QRu9uMTYFSJ9-PU1N(bo9<mb8k?3~4Lb
z1z@11qqkSyxUHZlv#P}-mcZp`G4m`~4p*(KY(3ilfS$n)x|XtqP3lPym-!bN#|g~R
zxa}8_Q^57BbbF7<1^<tf@aK76lCLZKkH<&f(|;)Hmj%>O;$>1cXMj!qQ?wTt0&Vvi
zoF`W#K63u0D!=mEp8uB~b+RIX>-aCZvH}A9+5H{5cl&R`7u`JO7}xuQ*WVob%f;d=
zwQ%S@f-(QM4hX8sNwlZUN&3Tv9wjOiSR3*S!`UW|$MW_sSq=0%AHCW&C&O2sP3&+U
zaSG}pB+;pT+Phy<N)*PJ9nAj>>Oc8xds_QyxQ476y3E-26Ya1km*)#>>h&f`KJi~7
zGQm%z(MP>eJx37;+E<nRmks>FKdd>y1vFQJ-*PI{c3>t*XeVG=fvmv#=P|_OU^`X)
zEY&e)s(*xiv#J)(Z+QRo<_VgYOSt;IX8F=G<L~9H?D_!pXpf`D7N(!6$F;1Y<$^qJ
zM2yA~n~Rd}WFcm_K6%Jz6H#_b0{3aD(OA>sy<uDSO-(S(Y6d32!$EIhd8R*P&^DEa
z7?WjHWr0s4qoSJKeyVo<;#1_8SldyNAf+=Tag4?0IitB`Wmnq`wE12w$rm?**Ux0v
zkAD&8pcwi@80o?iw8@u>uB0u^QMWF7HU73ZV$%*2d0ylyPhtAk94fw|TUJ2?d2&bS
zIffG2>9x<A5KLTJ?<e?tp!pK%tz-3K!|pcFw~7_{Sj4P6v&gic#YU*;<|=c&mz!s;
zZ2t4~>Nu*3oY2~a`QbBpX*w3JvBiycOJhgG2Jjv}ta4d^Q+;FSl)~{f(OOM%Qv8=s
z!JTMSU9Np{0Dt<60=91`-Dx{aS*X4GKKhU``G_7hdkwR|lyG?X<-!zdNOQd7iCwUm
zVMjI<Ilz*;M2{u!NZHnCOO!Ltl#GDmaU(gWWC4H?xldaey6b2r-O>52np8(mU7~?#
z_So8qQJqJQ4d(MJg~Ka@DD#hZq`e&CoeIZzY@il7O`*=5vRdX~Nb!eKVUGA;lLH1{
z!v=0U9-AVp!syIYl=s5o^R9-;dx)|I=ajo!^rrzOBlcm8Kg0oIMpLzvYE!kf*q=9U
zZ?B_e-3*$t0OvbI@(t2dt|s@b5bBDkDa300atx`I<V9wItf1GR&wV!g%D3d`zvSrK
z)ML@h*(BT#Hsh8<BldOhzIZesCl<Tp|25Xg!M3f2sC$VJFF9u&eL_%K95vnQ@OVh=
z+?wR=!qSW*aiz0<-+rm=MMB)&2@RBm<E-G2Ik#8ZrR^VPq$gBR5Kn2a9&*~ND1vxK
zidPo6Gpq;$3bEMa`j8VRsTtK#%`J;)4~%Jk38J9+CS^M=rMuPm&aHUA%$WWzilBR@
zaGCMAk6gu1;M>dW_0n`jY}fx+`4GLfiW8C`vPnD4#a3c9CO2U4pM=x};@t$)w5L}T
z2L?=7fL1pOQ%b~j?O_Rb*y%Fp*;154L<X6_)U>HZ=GuK{>hfWP)HFt={EPdY(#$$*
z`iJQB^nw{5G^bLVfGGk|C2#m&*~mSUPr_aL)6x>S^^)grj46e#N>$|43e9R6{7;Qb
z*DNYtBSr_qbH%Gh@xqEf2ypEgtqQT#Jm4XqCkR>}JerXt5h!cSc9@c}WONP>MkvIq
zGP5+?oA%LHr%M+xW!V>uZ>8~~`x#~e8`vI3Dr$)H^APRc5AW^W?T4wQ*+boKz{bd7
z=kcMd=>4{Y2ief$uKVbNDCl5j^lbBFrHq{ye8kw6$Hg`qlUU+U_te%%|Km}x9O5YX
zm;2@!c{I0g`ZG~mK%PvV06IGQ<~Ovf86LSRIq&Bk!7!ZTJ{!6!ZTth4%R7b*3E!fF
zg7$BKPy>HgOOe*xN#sN(-&qlQQ7K0`W*k{Me(C(dksiAwESRtIqrD=hG5Y;m@#7w%
z8)&RuR^R^9G~cf)(Ef>X58^*RtAr`*u7^+;Ig?aM?X~seNIZWaE=P!QHm{20R9iC4
z@<&BN<kiI*db|cbx~Y9x=(|2g&CfL^oNWKE8~_QakRv^aN5gSFnYyN34m0TA!sKHU
zPu2W(V@16*#(piB<xOr(C^)a+n@Jy6{xx6xv$(WFe6Xx5HfbXDkL<>9Q0tMMSCd}Z
zgSSTgO!Q5(ZNs!Bxo0wdkAu($GVM(ACg?Ur{Hd#J<b2IaBe&=l+etUO&QJtVEEV74
z*Q24IFK8>CtV1WAEWwtF$(})C6EVPGCw@MBhl(1*-sztGpDuW@gRLgJDgHZN5))kd
znXHqSHpT=I!|v$}XMd+8e;V<tmoU2h?r4laQ+8}yoycpI$lbu4=}V-84iGXD!m47l
zySj$&-xX-E3CjnaWxK^3K9=QXVLO-DYf^_W;^X&fjsP}yiT^WE5=p_GwxbgXO>a+C
z;~{hgu71=F7uU)z@!jpF^`CcciVX=?RelMmszq?iua-+#pge3-Qn&lE&(E*aH8c#C
z>*+^@ZT^^`YH)%<NxjZ!G_;s)kOUSjd|o<AY6l~t-?@OFPlY|<7{|S#fQ0-ax^ds2
zd-lKPj(@(cDuBB&FyFK1b{p)4x}S%hQfO^-aqhATjD)sQnM&tvhvoAbFx1Ni$NHt0
zv${}@>EP(JRp=xqyYs#w$gARX22ySHC-_hfA+nE3iENc`_v4pS*@S5|>))TSDZbip
zDh62(ApTz4y<i9lcFn1YhXkJrdIjx|inXavQ*TS&IPi@XPdIGWGx<_nUjrPD<YRur
zrTkR70scDejXswltQi(rTuid&z+={2R8ZdA0`~pxv`a3m;ts!%=^qro8=4|wv|a>=
zCOBr}mBS)?c!$55;sA_q-oLUpFDU96MR0mLDr)iPVPY|qol{RX&Mwh7x1Z~?(Ufo>
z807~jG=j%k%F@r}<Ms@Xv@7LF!*I+j6n04>wn<XApfIgoWGV>!`a30Ltl#d|xBz4u
z%03qfN7q|1{PmSosa470*2(}gX_rThe|!XZdgnnqmTmEB_p{K4Ed3XP${{8oOG}a>
z^6AuUEcgW3J(C7g-lTdB(9vGsm6PE7W7wE{H1q)_Q)z~5_=F}y^2)ypAz9i$4uil9
zTRC+pj8-N2Pexz&1UMkh5|VU@BsRIDW6XX~z8~@_Tn<w(L=52OdtE)Ies?MUYtRvZ
z`%vQh6?Piy=@)kdcAy{CDBI25M5_-wJqoXpn+%R0WS(?;Y%>OtMMOKEMDo=!*Dm`5
z=_lu^C|Nqb)Z)FDxNG?xt{95Duz<|~KqC%V>YdzU1-y?1RzccMQkcb?E!Qh!H*B_!
zr;Fh}IxfNYC9M*?pu`TE{fgK8{v{3*zXb!qowVp8|M7YKyF#;L40hFQ{EU|Trsg`U
z*szLDzS<$8TFSbs<;qJY=Y>!rH#&8l6i4*`SJ3{7jQ=+6A&UI7w7)zI-0yWf#5(!m
z{xkkxOrRY+udX<QEv^5tYI6O2^_hCnmRG#}CrbVSjRcObqx)o#jpAPc{7*YWqrT$v
z7iQtVF);+<OL7FAo)nP#Kc(>c@!DGh&7BDU^wyt2>$UpnwfX4IEB?n7N+9_f!?=<Z
zX8(<K|8NLwuOZe^A20r&5c^Ub2-sHuOnMH>`VRnpX(sQ0*FZHg*!4eVS1+zlFTNRY
zJ#{Up|IRwNPF@lB{{Xu`6-4^K*IAGv$IQwqN2tpcdU1<686f>EZy0QC)04#(VL8Tw
z7j%?tYPd_d%lcQGi10U~Vc{skuL;VHfBVw#ylJrjH(v;FEGZ^xY1GAGkbUW}WJH+R
zis1jS^_Ed>ZqNI7snHe+E$&d<p}14r-5rV*FYckZy99R&S{#C;xCANgP~2UE{?qn+
zf9I@cJ#ScxS4sB0_q}I6*EKUdJd~H)8)M?-gc7C?6e}Q?)W<~do0@SZOto-MG!t|6
zp!T1uV__V&X?d)iWcOx8)+M?udi+zVPO6xC1AUxq#jWcH1`=w3p2^gxQMGs^?1=jB
zKi3=kk!(hDG&t}}gYH=WB<s3%#W}-C25ZX12834zwt}dERO0#5E;0!0+3m%I5LOjb
z)%g@tZ_dgpR=5@D5;3U`A#k`Ox!+g5+BF|o8-lG8p0kSa=Sh4reAgFwcZ*Tl`z+dS
z=WyT=Iss}vJB%0_8$(Z%eJgm|{lFWy9_P_;XER0o=owt3le!e=t$Gr>!-R3Q-S9pm
z&{MX&-?UJ`9-Nyt7!O8j1X=dGd!AoP?2d*bNVlfJ$KR@UZ78Y5f;%4h_8`;x`5pD=
zL#X#dYcX==p`9OF*^-L%XZey)C>;rZTZdoeUP*h_m3&zcO97baX}doGWwaAQiox`S
zxzRa?B@CaZ1R5y}9wm`;Et0uZ{E0KxEQJKTOOJamxRY-}J&AM7e;<KkzaNXfzWT6_
zhIUPNceS9{*|&EQrH`~3+?sPoVvgFQh1Oc)_XoH44LpgJHiWIXRR&`zsGlq17{j&M
zJO^6%iEPaYiaH;9$Y&btIcqO<^};mC&iZci_+H{k$88QJ7uJvaBt~6f4WPv(=3|}j
zlAZVQ;&%H^G#fAF*^N?*Uo{$+mfI!1)(v;RZ{NB?j;fe)>(e>^RWO9b5O7TM=P}aT
z735r6#-~}IES;CXZqiw+5m<E5oi;69Bht)T6gJ>|(Is*P)Y@f1C2m46@_2&xVYk{)
zbXraC$5OFM{T5>0J;HU;H>p3jvEb9NT9|9>K0ujxAjMU^{Pw(Hhul%$%Sz2C9&cRJ
zz$q>x{c;`ucD%Iq&76VQD?T<Wi-VZ2&7{r;+NT2=vDiUDYEsJ4W#0i@ndp#B1=Ks5
z7PaOTBTG7Uwvmk)g_}dQ?$-s9l1jj#>+pR!-eoTGd6P+F4OkUKu$iq=j3{<O<+5|3
z$mb@b|5NWyBr&AsgusG2+=y20ey1~0(E9=Tqx<Pb!Ird|&u34Iv1vO2F)Glqk9cN0
zBrCyVtrIIKt5M0(j5VXEH@%6@>Y%!pnaqWO`+9q@CcG0VZ6bv1ZC1DwuF!W<!LKy7
z^HvJ-d0`XK)5u<vM>78XI!MJs2>bO^b-CC;_W2aw{C+>0x%mduaw~%lpXmVbeP|hQ
zF5$q=yJ}6-2`3|e2{Mz6^JckS__v+@p&oggYzx#$)p!l(Lh~EU$@AmN#Pxa?vPxBU
ztU7O*6lT!3SqySfJ@hCWrE{QOu;EWSe^wpwsb8&<=N<(7rH~#$U>^J^nc&4K;5`aZ
zrjsR=^MR!W)FvE2P2AC9<!$L#Mh(O<4VE`Q%#27=oD8rR`Q*Q3J>v2VH;Kl_{#-U5
za;}rgTUm2`?n2A#3H!+HpwFBsEx>l>Z>2U{eNuU77z=M4&SMT0Lu0WTUdWxZX@V%K
zjAPR>@_ACI=@NKOdL$3J?Yf>MC9HGNN}VLZ2<3q+>nV1DR0Rb`I*<VE+hapq5RpSg
zD}k0`mh0)>3)a4pkmR*Umz|CtnCh>^i`(&dRAnU85jT;DnFJ*_l96BZ+O1UV41qg^
zOsfNZzHVNytiA~Tlm7nRhSBUng!oKrm!>iX+>-m%QQZ6%7Xk%&MO7T3Lidqy_u#?8
zC;-2M*LZc4)8KahONFK2Kcxmyt^<b94rXV$*&-<ptF(eByXlfKdc(W-KTW3`+3RcC
zE1);FB_GNV&K?Nn`LeNozoi1m5rpQ7*ECu<`0$uHPwRrS=EqhDxW1dz|LVsh=|Ahc
zyAP^dgLgSOVEn$x6~Pz}mh2n6x&BUHm%n*Ll$JBVD2E(}^^Q3I?HL}XdAuRt4$T-!
zqR3b|tDw@#h!k;?3E5C=ytKiDfOBG#oH{{%TE&%&wX=?;UPG|a<)QBN_Jl?Qv&2$s
z4^qCrfS_CCf)~aaY^a^i+TFRQ-KO^pFPTy29gQP3_jLtcZ}AVUcc3tJkO&Gf1@0I4
z5F;;#u3jc4!LpYkJbP07{gE<yItCeHl#{Vk!yA?ZyjbrYOExODLACWM?i&jXG||8U
zd*R4cOQ$BBo(XVHN3yF_*{H8|$wbSp0_*Hg<Rk?!)$h`bcLa7Z?QjfJ4Bi)Qy@~#1
z+jJmJc?P<-m-{S5{21+cIfuAo9^;L*fL~Stc4pk_0j1;Pa;DCAzk3Sw*OwlQGvLwt
z8ehQRa1@wPb>*~NT%tf%oZmsy%|6SCx69xle4`AM`U9Upyc<Q;GgCQ$(-6uf$MefR
z|AJ-f#?^4ALB(yh0H6dXDbQHbV!48c9?muUX_G#r!^H-heatz>S<gcgEM_Y^6OFoN
z9V_dB*)b<xIhrh8ubSL$Qe7WWJq}vY+)$#Z*WGpa4RK8$BlQk@!qp_kkAB3gZBFW5
zKIALT_p~>&Nx;V;x%e9YiEeyfQ<6yHPoixMwxO|CE449XJ#<VS5}{E#EkB&%BhC2J
zq`ncu_#Q@&rKB%y20Jc;2JNC1*U^l4p*xcBTz(?&K2?eaYOkk{40^Kr46W?%pDzO*
z{G3aArQY<g>QQ=T=Pzwj)JRF|T7Q8Zto06pWv8UG1h{U~HgnVmhEEO$)bgVNbVrO4
z?sDoG@>)<ura~k2%c~d%uh{0N?9s_kEy!jitLa*ith?1LxW;|*^k<?*id&AE6foAq
z^x20}oK{YKueg$A?{M|?6omtq?t=SfQgue1!Cb7AYlg6U)g7&<(mQs6y(sDdHr553
zOA{&EL8^(lT5cw0BrS=Ahrp#L<a(2#Ngh{&S#R|=b%xO1l=nYkBRt0JgBf+4n-=3+
zMHnWt#0$#=QtQ~OYV8##P4CPA7GdQj`9EtVBM;*r6V(;oqSSGERV}4&o~*frlan6Q
z?^Z_8&CLvP+ymTHw1;h!IBukYZ_UyneV!|b@M;eVRhKX}+G?g_jjdj272;|hDQ^bk
z#yyp2mpkY^eA|uHO<n4Zp0o(Le0nau{?*d_62>+zqq-sNk3(9~k#qLq;;mKvwo!4}
zYORe$O3*2zKw<(*_i=X~U*9Mxnr|a9ucvms7*#TTQ4wmHKs`<ClJss=i9x2+*u<%)
z6dzr6GXvLO3&=ak=g%$jQcd|p8a6QOU0a(aF8TRe*;sfyfTtm$k&&T^ooDCm)I<dA
z^ooLel1q(WHs^JAZxXS}P65o2$#iZ<N$eO0BgCwGohesY(PMIQ_99aQ9QUaSrYA2{
zQW)vf9JrOglY+`6u;~*uI-4%~On$96o~TmRm84dS0*IWg@9Anxu+h+?u{sk((6eTW
z1HaIo29RQIC`q@zFh}vOxt61heYg{OTArWRL8&*TMQ)zvwcq(Q(g5Cg#OW#bbXPDl
z0nbq1ct|y7x2OpglaBND^=P!2+}1#G6Wbba5}F)DS_Pt0?`D=s<JVHgAuDaEtUruU
z-sDUrcaWuL@LL;Gu2;oLy>mJh5Ei0?IYtPb%8#Psk7XPbvYp*j8;Q5uZOS!tt&Z18
zz2K8q=2Pgcq{5kyJ4l2UJ}vyczOgd)6T6+*;K9)<eN7(o-Kb1J2I+GbX}G^~_vzL)
zgC03bo$6P)o1dEm&J<<Pje`)kASqXwnH11Gi%%r44U87{G2BV8&`6#EI^Ms=4o+B8
zv6wQ||1h@MvwCC*mC$Z1E8q`bwL-2FUt}7&HnO}tvYng#DUkU$mwk?ckcSm>z>>KF
zj<7wIT00I2Sw)|p7A4?(KHQ{h@%|Kzmcl!iNB9kl3??ESwsCJLGl`r>Ttc4H{tSBq
zm|yQaGDMoFbd-?HXq>{Ip#3ZuC@8L1EHnRHMNCheLQ9n>(P=#NoT7AhJ+9SEo<^oB
zMY<=^g>`X7U~uY#mgT*|j8^wc;DpjA{~MA`X`jVz1uQ@jBYON?pMr$Uyhpm3p7_rh
zaQ%_|f(gS<oGV++8m7*#ted`Gh|Y2g6V~`5rt1m`_omA8?cXVM5(6D3%*4XdjYXdn
zSW>&fpPBFyXB+@nm)6>zdPe7?nPuhAcvj?<QtJ(}yZ!dqX^a8OIKY-bQkKSp_vBXB
zNA~8sGs{#X@9hn$F%_$OYfq)@u5xDx*QMOm-o6IS>UP{2$vH%B9wou4=XeK=l#h)p
zsBvj#bjE?IsBwL52wZuPA<CH0Qwja!1{)&7R{obZ$1G^)dk(>|s59BLIR|$l({}#h
zB))2^_$qa!j9Szh?)#cukY0*;1v^Gk0)ti&x*-#PHO<9UF1RD^v@RB`b8uE`W@GEb
zRd&a!#I0d>b$RKOg`MvIrzGlROT}WsRG(}NnfY;u&pk{_*e>pSzH+LraE6LvpYfL+
zuS-Hbr)Yp>e$FsbQ=%t(leEfLYKR}H8ImpHK49C7%MInXvX>+ODTagg%^GeYRMO-7
zKKhx)QDs?;9v?VK^+%RQI{R|zjA^VGlQ--v78)qF6*T~(-rngC1H|!RkV+zi&F5P5
zT3pW5@iOkIC#8FlvE0^kz27)7sEM})N3g}Vu!NKDnM@}emPi3dPwB8?B}t+DJ|yGO
zH4s^nTb&xyXOeld347HS%yk5K2E8Uz(;JoER+Li75j`IY?WuA55_iG79pvu&)t>Ux
zrcJR&KVxY6V&n%<dTCVZyS8R_rOAN&GQG`?Z}YH%Mc8oM!$=Y_Pgs}N)j2uTp?WG}
z@Y$F<fx0OY)zZc7K0c3coXLwwS5V6(;)hg6$IxCT>E>EcOtN7O$O^~MM3Uc`#;eoA
z><#bqaE}qA#vxSI^Je3AU>*IIqp{H38<%F7arDb>yG;<*Z`5A3?MHMW!LyhCj(u9K
zyzoo5_KEfDBB+|9ROGY#Tg#OPUHH(?JlE0=iJ4?sAdxXNo(b<!>T{%#ThwrfWL+=f
zlzEuWvkA++{XREJG**Som7gy9Dr77DhbIvscz2X?uR2+I(l!ZOhat31QZ8+f%fVu_
zgBFzFRBa3cil~Zm-K~)tD+jz>#x*KX>?m2aTZ7D{0h`7e_ztD&N#Ljh=3wWS-k(Q?
zt!)L3FNO9Idw<8zPo5&ke(Gm8I<BEMN3q<4_C@A0FyS>iDJB{3f4mCkr(X-Ouohv^
z(3%oZx9*WiP;L{W5vizvSk_HKYLW=JZtjg8EWJMx#p&`B0{iJi<!h(nT2;?w>x`T^
z&I0=d$lBe;Ov#ls3CLJ?^z#UYu5m_^Ki~{}hE357Q#t^Y3?66P^gS0Xlf#leF!Y#E
z(qxlqzgoQ*pP!YgR*{z!_I&dy{Cnz|$?eVw?_%-AL^WU1zU=iV!3m1c;o>uQolE_t
z?v|r^#R|YcmoS3xdim|Oh1QF4f9r5*_CwuYvt|lOwLr>uZ>D}t6bVRH#9TckaW4*$
zdl5~-owyZ$2_&YFk#xdTwZkwMazSx@X`l0f$jhmCJE^`p;;meZ&yoSi_Ha-?&STfj
zDy!fXn!kS1J|Br<ylNB~;)L!!+$`MaSTj&xB!gQ1UXLnlwWF1NBVz5ivZN-06m=2O
zjn=A%SaRVeDE-=#OT1jt!_i6@OM;C_{*E4RI)oaO-A{gK7k6>=?VY5;uI4-#s$84u
zM3EQkBAd9<@+M0fVKMoA6WR0{tp@m@CI*-;ehY65rIVmN$+`)us$O11PXAlEoQ(WD
z-*-vg<2>pewmlGYkBxlzP40;&9wo1!;lgC!1`bY8==xXWSD5>61XsGYi>dX_wbl02
z@CY_Nm8{Y%u2`*P2>1sK2UG2x%;Zy*KYU2K<LV>vGFBAso?EoX&P3%z9R7GA<W64U
zw4M8H896?_bb=a7*B?yW#W0i?m>;LL=;-9+;)++zHBf}O?+s*`m>}@8{Qf0io(v;i
z=erx%`QRgOg%;p5ZzHkvt4vjGG#9L2xr53N5$>Xg+;nf^RWuF!RAdR0CX1c97RV@t
ze<7`YS=Drr3m5P4m)w^Xa0#&wg<A}AVw7Z1%amQ{Rg8@wvoHDnm8N~OKm3yDM?=$l
zG1R4lJ2yTn2L;v>OK(8ilNqn0nQinE-}PPxe^+f&ma>r@HznT~j2kK_eR;UMO1V&X
zr8dox32kbF7h?{1(@+LdzhVp*7x!^wG|S1i_x`>&u{R$f_@1h1lVy(uSlTL$`Xc}H
zI+u(UySH68;yPYu$U=s+F0e_4qf}|{Ys9d?5Urec9HTMP>H<D46=^xuMdc7J2%2uw
zA8UbG*m7^YH@ygmM{xU(jw&QdLf#cejEF0$B3K5B(or+z6MWYHF7u85GO~{KX6YV_
zJ%n{Cx&lvB&!wTr^cJvZ;;%~zlLm$!^2Hyod!IaW)f4Z$wkgVFU7zGKW+aQ;OqN(@
zENo<S<O~||<0U|g;6n{HOE}d?Bg8XyN+I}WIU1s9W*vge57u?J-MQyBnoInpnUZ8+
zDtoUzW4BAB@Gpaf<I-!T>HtxVcILC;lCkRI8h6111;OcTDu8Q4dJ7KU2yE}QrE=Gb
zZBSja6%h?pt;KIK&^h;f&2=9&Fe`gKrWqA<tKTGpO55MP`1SJDA~ZPFT{Q!o4B1&1
z<hzUMJS<gRyWtvOqa!!V$D+SC6~KMpaPzQJo!78F>4>%66C9$$NHoKHM4qn?aE*6P
z*pDK0w>g?A?CAhh858{LzWAj0{?+TM^<JTuo$IKlqV9(X4wSbw@}N+}Ca76sn$bZ8
zzzHm?VF?E_Q3C>c3ySkg^PKsG+6OhD*-NhiXqREr_z;oEJGti*MLm&&eTG^KaBtLn
z5>2-kE2-^|87Exa%|nm)d5l#Y{&FUKY*O2X;AaCf3QE<ytH?^#sAWLhsPg5Nr7$Av
z9~S?T;8&VY0SWXUM%8}E*BU0b31K$VVd=9FXY!O4%APkdqT6)~%2kKFrf<qNYdub6
zbmZnqDpzae;Nx$$_`wM+jWSv6qqb_CwdlJ}C@T0xGFh{qZHYtZNIwx(Dc&WASHoCC
zK)77;t(sSzj+=wQX^88cea)o5r~l;S#qYY`0`;_b_Qjek?wnokxZ~5Q8ROmQ4nWQO
zznA{sdq7C!pB;#S&SXn_Kak^aW>dov^w9Gr^Xg%*R^7z|zI>H;rrJizoLEbAAkRfC
z@5gEYJ8}MD44w=DSwZvk>AK1o8vgtTZG8Is0=`EtrAez$4+7(?@`MNzK_7l{svg0j
zel;HVd~s;;QQmv|@SZYg*?PVI5h5q+4Udel6?>wwXqOGV9(+-1ex<3>HLq1+2JVV8
zHBQB|g>)-R*dn6*i@ZrB|F<hY9z<~*a+8{Vbk^DIPK^>W>V4H4b1y9<fK4+uRKv#w
zV1*Z2*9uv61Ps(jav!|7u}V_Sb?x`AVQs6!O`%$FPQ%A-C(7}3>5D8fD>@pmv)_h2
z>cNF9OJ1$<xsTpiR_%!*mKB>7%H5+q8cQefZFuh+JO;rL;+#zK3n%j_0NND!>Z}!t
z1I>5#;oZ*|tmAmRH-0+HY1N<&uN#*@B97RZg8(o}TX?Y6!}sm;<3FC{zXAd2JG9UJ
z(f-Iuvqxai?YEf&9vJ)5OyVhQDdDPNXJ>U*W(BBbjvE=ZEEo;%^`Bn>4;!O#E~>Y`
z7y<M=Bg;>$Z%kEK-pxJJ*6Cr_*Aq{(B>d?TQYa6PPi0E`N^6yh7FZ>>0=+9T_~PP+
z9mPZl<_3_qk#F4(6`SZSz1c_~u<)W8$vTN<6FhQ@85{Dwx?M7A8ZlFYLFZWS8>YQt
z+?6p6Opr|t7BaMAH6~-Uz8;j?&~oxHWnY2~?1>#ct{#lXPqJ9jhQxny|D!HYKL^`%
z<H9C8fImAO?Nv7oz?OR_s@w8%_S)h`oR0vFUD`qUkzwr5G5HmAxI3nDL^{V4r`|kF
zvuQOf)%YGqFD-7b`u9IsO-091kb~dU!U%gZ=hdbgB_ei^pv!`VJMX<GQr%c9eF$h4
zzXr!{8;m34ES!XwpfrM4<g_ktyTtDg`P-s4A_*$qkA+ft)>cIN969%Pb?IF8$t!b2
ziw{Ll>83(u;O)Y482n9)Z(m)Th_-|)?XuWRfWK^Tq@hj~EGnxfRWUZ!nK><ytWIeY
zylO8tlfjUZVU&@xr>ko{(D-UveJKX-!Hz2bSDpx9_D#2ePYgU^m=kj(f2Vx3*=x>^
zX+Nvdgm0fEpTa^R)hcNJmOZne=)7?zw}6RGP*#DnaQSk=FKfgV>+pl8%NC7A%#q0Q
zRrCF=p#upA?%%D^#eHcVZ*nBd;{#(aCD>g5c73NP)NUhkgJc=XRG&(u^#xfzp7o(>
zTL9`^aCM~4`8bAcGHNzdzq^s<eBXUoK|GsqcU#9XAnT)fW@F(S<<Wz-^a>tg8%6i}
z@>Uwqu(@v(?*(_DKV~fFSJuaan<SzU>F`n~dSsm4`7(iIV;Q1{QW!F<jLaline39r
zrdSgui5<nxdRS_juE(666<^uX@Kvnju=9*YBT-@zf+x}YGwmPZn(wF-HVSLC&u%4b
ze>4M{@#&VdiXc9NPsayH)Bl>rUdcVBKwS1dhViQdiDZbLd2WvAztb{=;boWzTZ@FH
zHkR={NN6R>rBokAcoeSxDvFl%$tm{toZzclFFMnsxb16c4ZM;8E*@Rp2Uz4bpX8am
z4y}OuVS8sFtwog;Rdu!XO||to#q}wtli|>zo|*09Qs>%b8jxj-XG0z5)dCZ0a~k*X
z6jr%`d*6Ltl+9PG{(~;j2+3)9U3s<V=+d|zqrw+QF=HSj$D%CZWkBUS?pMxDavX*E
z^#yH?q7zFO^Yg}bd;3;<Rkvqyy!4zcum0L3eZNh3t_N#$Dl8Z>U8#`|`k1x%pV|Uj
z9lAS4u85Y{?RwbaQ0;smTk4f1U%*zwKKGj{P7XH<iT1%{`UZ^^!;F)K)>*eJ4RnG&
z@xv-s$_fWd>@p85&b0jAyKu9&^2DY4qPd{%#f2ZP$|eXrII9JNy4tB2d3fQ*7Qe9L
z3RAH5F^XE~1MbxW*sN}t!GjxRkB3#bkAyDzxP3n!#A+VfZoUpy&$0>%6zV!6qR^+5
zyHH)2byb+w^EY#~e3z2J?s+#uH{Eto`_hC&z<On2<2HrgMhwFLIBiGgk$*XsU%BKZ
z_0eTup}W+<#sP`c*ZD*vs!a2AZTQ)v_8l^28tc{k{w_G7k7*~lc11q$<+Pk??3)Bj
zKl|^8PvzQEb^&H6a$O;pjb-9p^F=N}sc$$KJmHhTcF`XrR8LUY^-QUDS_ab@W;8bW
z58aT{uEeZRmaVDvZ>MBA!dk==)x1ah6%114sfzevJr7RY&*n|M0|MZmPeQeK`+V(<
z+fy*(T5K+Y9V_x*Bg3nYPnD0N+@ssdU^(Y$u!qw9;k(}LE+lwiEa7!oG-|w^%x>(6
zAm3V~NKu>*>`;qGp|_h~*=VrYNj7(_6_|O)T|jC%YV85$zEm9m`R~6J$g>ZbzCW1Q
zfeQ`oEZ#Y}&>%~Qo6}3FAi~~w^xV$vyZw#o<mv*u!ZmY&xj3go64p)sWV%k-k*4nu
z{^O!!btwm$p2s-P=FRhI)S<iV4#uV+TI`|pOQAuv5`fW~m*wSOX<$ss46;-<A=9H^
zP;20_egRZMz?-0;z&V{j^#N?#@y^*AB(N`z%S2NY5vr7#I*i2qSj)2G_8{@I_*A|A
z^JIp}AXA86`Gz6NqnOcmANCMXVp~nRB?y<I7-k2F$Yw=SM;%04yp>&$k20^<8?%5a
z2IO`YjO#ga-hT2AZ88F&w^|ujK8HNj=Jyg#nM5P~c{88#k}rpiQn9B_&w&srNg1Ov
zoY<x8XX&~Ue`21=bq`lVHX+d`VEPbBq{82F_NQVrMJL=VksZ#nu-X-#V!j6}u%JRY
zeq0_xk$?~)3loUbqu*K?w;+r$?`-#!(bIH>PQh;S=_}8=Z>?jEmBsJtA|^0TF7sqZ
zzbAJF;MF@VI`0iCI2be>#u$2CH!%!qI9HxL-SN9}@r*Dgcf=cSh<OX-O>Y(RoN4D5
zJ0+k$aGfA1;_zWQGLN$n$_LBK?Kb`vDZ`CTTYHGvG$}J)CQw+Ye)Ll>;NFv3RD?gD
zhx-&%$*}5Et@k4}Uu4Hjc@RLZTOATbEnt7#EPNPBC@)Jy2{RrQ-Hr2vGIpfu#Rj)&
z=uLDacGE{E<`(`;`0lnFm=hKWp*v8Yb0T<LY3fZP9u}k>d6Cl2^I3%qsI+-M&(#e9
zA!|(zGh#<3m{>%UdlISL(`gWq;NJFmiS<<1Q%)bnypsVCtpES6DV(!QekcDj>NK2$
z<b<yfp7X|7KQGO(jk@fnD_R!_%A~<u|5102&O22JlMTOGbB4`XqOr)1uJ?EeM=GS9
zbv)f@Z;^p)CY0Zd%O3WTy_H-I+>?OLI@I@NmbC^pIFcEtyvQJRl$2FVztMIPehbp4
zMN=%R{EgDV0PnO98LxCoE_K|mBK?nIHMX<thVO0*q4!~3#w&ps1@4Dm2Emidkjs36
z_5K8;w-Qu_wMqInmA&d5bhot*O<ky8=mTQsaxf^K6`ba>Y6-rHUO6y2Xp9bNP$*I4
zl(kA4BFjPoHGeDA(cho)Nkq9!q$ZW$#hgA@!ZdBe=;t;afZ8z!AoUquUDg5o9xDIl
z_P=fQB$}@^$xD%^a(>wU)i3&`e-x8k54Cvt2pFS;FX!c0#r2j!E#)2cdTi$~WtGoT
zAp>-AUrt6*@pA!s7jFpRq6Fp5FK`*NxO~C&<Wz=I^SXqS)4p%=Ob3|dl%TZ_Gd}md
zQ;Hckq4GR<%gnp+?D$5*%!246;tS$o{T9>Pt?1zg7T>9ISFHYytt!;cyu8F=7qQ+R
zajJFP&f|QuxB%jP*@cVIy!@T8XaLVa;_;eiQcQg=Nq@zu@x)X9O+cfQ&Uvg{xVeRW
z1Sx`l*aSwTH5=6+>URFb2WalmT4jM4A5&v)tq_V;bkX~hOVf5PD-gjTh>tw@?wwqm
z0-Zy|9t-RnQO{M7x>(d%KJ&0-q@k>}we0?hc)54eD!Io$Z_QDiXCki|pTgU|P-#Ah
zXO^)vzI<Z!PdUFJ!p2e>G^=pmK+^vEt)uoBW|H#AtBHcXs=##yT7KHzk7jJu>u0|~
za3Kupq}Gw}R3UOEmWnE%h$H;-23U75_VeekpbT>(z{H~A5G+x!Y^2<Z3=tPK*I1@C
z=nAN`Sk~uS%;eF91#(B3C1vO7L}O*~g)N4rS?e;wT}DCdw=5Isk-JjBa4%VDRuz=Q
ztFtfSo9f0)CjocZ90KqzJ>v6CL<SF3ej*tFz%d@DKQXc~d_nB>#6N~jIF#_1N^`B2
z6@)?<SNArHvELvRR6OdD_kJviV&&Nr0#+5vWVS~*)RcvCEp?0qeGR9A`u^ER>{?6M
zIRCNET&I6a2glfsUKL>`nGoiBI)DYu!4U;5AtMY-BWlAV^CCue>$4wP#qF&Un*F&u
zB!M*Uf=+rptA|UoU-!*q_9Dwf=ow?@oa+0+o2bLr;Ak^kLS0cp)}=~Jf89@t4phM?
zn+pJWOMA6XWwc&7ezwuusqc<fcCT+MV|y@g+^ooN2|1*nOO$Kx`p!eCgTVl*2sP%G
z`X31G2g$f>rE;?GF(h*G=DAP{A;t%svn82?L&fO!x82MK>Za6n#ws?-aNP6QT;o0`
z)aAw+tU81eQ)BAdgn6j#t8(fZZ_OSV?SHs1;U--Y=#-gp9N4QU+%Me8E=v>{@MwkW
zdGTuc5{{y0@X6TRV-6;Io1|1Uksc4b_leH+;S$qhCva$dVT591{|g;J@F$c_KYksE
z@HgZ9{rBDX=QkxI)z-mI{;i)EEx~p`VB!T7cC(G_`BRTyVO?OtEhX;F7!0lg-CytQ
z)W(J9-coDI59tc6C3q-UUu%}~Y#8tY3g-by!ubM6oRs(5YP%uLopUnijc--5Zb+K^
z+?!u&+Pc&7odt3h^H~KDd>WM6ib^QJ&7X)}NE0EdDz6+~g^8H#d01*;37Hwe;Ubb;
zPJT#wov4)ghYRJxa71$-5$Jd^xMpqljp?<+MG;W^=-Tfgj%rl&lWvNbauniMmL}1|
z76A%SpHO{V_?()DYCI_zb+88h)+euLTD{+^CbWk7Z{`}q&61oNSasC5r0^e!qgFb&
z8>evcqrktKz&N_eU_U1kZ9y)R!2FI{OE|Z*|D@sv^}qS<ueSGJ&z)RcE_u!`F(I!P
zvt*vNo<9{-AU!-I&Ry3%A6U~(PUp!iivHET{flvOZ=c{@>V!UFOf%lk%pD(0d>&6Z
z+MNpPPem0q=cj8t)t+p2szYcM75aqG;$38&5cfKcd>jq%Tb=InRY|hAs%Cpv%?vhn
z>w8sq<3`RedR%TJL4V>Z|Er8A(0}QW;pbP>;C+pxN1^ZE+>NO1dQuV+3^bs;LJ*=@
z3uR?tdx9vq73jtrACNr}MQ^-LO`9F^_)qHokj8!f{7<a>hegNxfBPL9chj&31sqtL
zB<=(+`PlQ&ut+yF?id!1@N32UXJO|x>JW3dQi_@NV5b0^+(%!9EfGKci!5(hWxo8!
z5dC}Y3|Y{R|0V=yo-d65Tc!d}z8eLf3k$;$f6SG6(ofodGS`26o<B?|{{lt1&8s&(
zFaQ0LzqjpIpI3k1mPaG>IcooMo<9kFzwD1cIcw_R5oW~yD!Bf6j=vt>{pC|jSz5xS
z|DJ;<PxC04x4+LAdDJE*I_R;(5OeeLP$?T0)LiRanh4ZjxG&fV_3O|j0|^shz=}DK
zr~TwII(`{78`<K{V}Cvl57P<b|GL}#{&B?5^XuU%y1}xGyROZZK?bKWo=vLwtrzCi
z7qIN^o5!=VM}1FwT?Pe1Q;_S~T1{pc4spt@8HB<6OvGn?RPMWf#u?YUz(3Et_akQU
ze{dxUv%pgkjjSw=3;*QOH4D>hFXGT@A8h9|yr$o#tGYD#mm}l8{AcD&A@r|g{VTg$
z9)6v9&a|xv4ZH7uyZ^Jjt42ioCR*mT(h@WEr!ZQGtvclrP3(pT`fRsbd38Uu{BOx~
zq(1HP<JFsVgD;K**fVsMXxQ(EhX)MWJkvzq@wY`twvhD?gXR(r9I-3snjVmNV14J<
z9K9P0<6jpC1<oJB$9L{(sg`Ge9wGuZUmPE<j)r6AQ&~)nG*`3PzV2)nVsFY86e+Zw
zx7*=1)S8_`4&PoT606`PvzQO3tJzPV=PKKI&2${2I}{xhNEtw27?_?Wzq1oQDo=NM
z1?g4^fLo$k&Qov9*JoK;U#oRvJ(cam_vaw8i8h`t_HH>I25i;s6BinGZC&)_(oGz&
zpfLDw=<X=vQKP|pCJsuLc<RgQ>n<1ZUr=Wq!BqA|J)l-Zcg^e~`_}A_q7gk@SFY8I
zz`fmlHn&!wtNPKx-J(wEY68f<X*XORa1+O40QZ!c$f{>s4qKa%rLwx3+W4Su$+p$x
zZ!?SUY(!60wS#Y<>hw2<>rHv#W&;94*vr~#6CH=m;)T7)uV$A29-eO*+dn?;cl2!S
zWPO?H4W88?rR;QKs^1ADai7y_3>I(TJ(7=^L1O*q<o}3%p1)KqR<k3_eH)4T@UTC&
zI?ryv$K#(r6t&j>I;=3c^$ur|XuZ2d#8k48P(fzC`393m-%-1*prPPVxVL6W*PRk}
z4iQKPWpdWSX4@78f5LE?815Mg^7WdieQwTH&TG->^ph^;U_Bq~Ym?w!3H?Xs3yHG4
z{5$d1mOnl}rg#Vl5`ob^*w7I_Hg;8RAWR|1r)lOLr=g_1LmRvJ)e~tWEdU9BYy6~n
z@2ZH3IDbm>2YGWiPLCnn#if<c*Ltq$fTv=lvU#urRQ;T9<nz}rHF28CTK%eEo|Xr&
zna3ctg;L!&2=^v#ljV{@tK67%c4Iqv`zQX%4=qzthCHRDqKvgeFFJa7?>Fqw;LZRh
z&!7Q`d``_v&A&!3qEwiW=-`QXbI&aMyT{I~Vk`tHZcGuq@h41mTzc9GI~sz-TrD!0
zhdbey<MU>s9zni{>*#{gNio~BBvjln5xY!zN0!@yAp!xc5m}Lg(xc&ok}lCxSSMtz
zwa$tt|2Uk51HMf(JFeuZ7%X<&ecm_`9Agj?jx0&E&47hw7EZmz?D3LDG@o%V2+I{P
zk-IuJ=uFE9bCtFXce@=$e85=RWvku6D<QWyet<wjz9^L~$Xmyrnu1y#6uKCP7z%!=
zKhF^Jk7H8=B-0Yna)xj@48}5&`Jnfsze&8?{DryM4drS)aMSnSkkSv7s|3VnQ-{BZ
z-Bo4+t+B8-a$WAedPzsr01-SxFgQ)ZJmKqph-IXUa0eciy~<dK{o}7Pg(QDI?i>Nt
z9<l3_$XzYjiV);!m;njyRJRL&Qzx;E%}a|SnuYMZYltQ?@Oi=*^oK7+&BkkGuWZKY
zCvwYVXIEFw*v;c)r7|dOrSP(q^pscLf-J$K#+T6dC2v|sP)jOg{eEB-MoLE4q4z;V
z{@eh*eAB*$I>t9xH_`G<sWv-OoNiV942Op;l)X1$fk>TEqZ02tF$nLs#$_(QM?V$#
z6rTOcb0e%lA8;GoIaqEd^LRn5(CS8V#NjQi8#aGA7hg@Bj;zymlDv?x0F5JdCAyye
z3~SEdc7zO7RLF$hDKoO(2WHTOS!LqsUc;6;o3}fIhava(nL4f2ayJqcP*bCqiQhFI
zn6E5Ebe}iiBmQ$)FgLya(y(Bi(DX6uC%e;JIyM$HDprN~N2<V&l^`0D1P8IIqd2O9
zY8jV`);2jHX0>ecLx-9e_V$W<$$D(~Z}@n*Bh;-fO3*ZAA}hwFYBfs&B090GP<X|;
z^xHO7-4I1&$DrfNQK`*n?Ed>CtqfH^1D_Z^^I7Yr0?`bpvG}!1lfhY3Q{Kltb)S(#
z{X!;HXWS1ZF(Pj^e#ko$rjY(LK_vFXiBwYXFy=_Z2B4~YuS#eE>onf=V7upHwz_ID
zjW_B8{39I@2%%>)<~7+{q!uu|@nl)~u>clnM44JOK-j&{!v|j{T$*O@Irp*rvehr!
zpgfcb!M{36_VAf^RcT({+PBkee<kN1q;EI-!+Aym?_uq;%QNQ-H4e|jnd%qE+~um?
zo^w-rR_(0(0bf4)_DR7RP^!deEn4F@Vbna=nBF91+$v1Y*gqkxx1WnPYwzS1b0<BO
z$CWj`Zn5o6&wYR7(i1&;K}Vmx-)9lZA`g!01;9>`VPqi!acsml(W9Z*QMUQw)GYDx
zXVJO}X5Ufcj}(eOOjWo4ujuwu$UA1~XPel!mV3j+dZ%POa0{F)eN(OM)#Ey1PU-Q5
zixzO_>M@Mh+D%Vfaff%zcocsojt#6SVK%N&Jtxv+^wsXGiJtgd$^SW<EaQpDvDPPX
zZK;AI);2g_XNWm`S~DgNl8~SyTgD{B$IpnF{$zt}&g^|(TJD{8yE0}oD#5{!*}aP6
ztdy7Be&?~TE=ru8o9vV#PBCjdVV1TTXq&s9mYYQCpt$Ry_0#lpabjGCtWKz>tEZ<+
zIXU<4MI$f2_ba^Gin!&Fu_J44qLh+_%uzk!=ETn{*-qM(Txk5xEeLm1e`U-cDhI~n
zlHvCoOg`?a?myeV<l}N@?>t(GgxyuKD%wXxk&OjLOLTua?7m!YF^go@>wGY}U{X%N
z;(H+$a~0Xv0MDFC4R(xmm0X_nzbA&Y=<4ijmKC9TZC(K(E2Dg;aQBBI3`$sywy#Fo
zsi1z&s@LOR3tfX0t|;C;dF;FR@{%En@T!n@;L{1xKd(l=$Zsytp?%7Bv1wD6zyel(
z_AQNv@0kv~F^B=S*L7c7eLJDVWLH`cWuQ8m#RDE<hPi!239=HNsa3Y7fH*gPPnhvO
zbiN&2b1qi;!Kbb0Wx@M9(|c!ZL9Ocy%gnf>tV3Me<!Y|kwFD93CKk(qr0L$+Y(q}&
z<&4IDuEzZOR{W`bXd}B{J0tdDydshmy}puu{^i|QaKu|h`{I5=8kv5l-rTW<4Nblj
zJrC8)$_Vj|W_utXQ#Iq>VeG|p3qL)1Xxn|EBB=`}MK34qa!-ws^2<2(_q}#%=8fZd
zU|Ic-?oi6wO6@ic-E!~5Av1MbtrK9=UiJH(kE~B&4S$J9pW}hfe4mndYQ%%Vwh-dE
zQ`hC}^ykX*IicksF`LAA`qx<%mNpLs!4g~Sj%KaWStF;tqdxrg%8{(o;42Iap~})y
z(~U}~iA^6-10CbRGG>*-?B`AFc(U9`jkjQ)WBtbc&sncuPu`ckHxH-h-XZhD#_2&W
zH^2L**2ec8nPE#uwX@o~^4~m{v;hg$ZFzv!Y?KVUOtNxj2aTTcJgrYIW|K$pb~o>=
zN{eKdYEBwIvBGCsV6B%bEv1%?a_}cN0UAUDp+4x|hh}*Pxo8WY!!)XFe>TzzWql|o
zbK(8yd6Gmo>1<Np@)fX@xis$}jxyd4urL&4C`o<jc&P1&D-&^OM1kJsh;3Sjj#N!1
ziZjMLe%T*x9ctSo>@j?^m><WhQc+hwhl4;Wz7l?SDOImt6OS_6&~<d5uBoE|wyE-(
zH`6vS<Hk}jlOe3$%q8;Sb-tNat5md-6__sQLwfcIw(bp8kq`uE%ai?RYcx}m`s1l0
zd$8K!b8kMR1<5RY>W_>6bdQ(S{k$=EA8caEX)3Kcz^>!`FxRj?qvT$fji|>#%I{74
z?1K95;VM4c_iS#NGL;_ua4$0CF8rXF`p`w-@&j^aM0tve6+LVP41c)asI)4PrVcqN
z$6>J4#?LLve&vzTMweHya}rsv&ZZM;T{QLA^r+-KnRe_eUe_q)G-wLEOJO#S!jlKl
z2q*#H8V8xt{L>TY+ozEC%=$(a#|H(ktqVBxGKvH)gd76X^ZZS#+|~ju2E;rEsNQd}
z5zl_|7<}Ur2k;rJZcm$c$`|XCr*ME5f$5-DX!SwIZ=4uB`Fd?9vt63DmfK1S+ygS9
z&iCgom(Gmr^01d@sq1_PNmREbBc})znhmLzRc00`I5J9ogGhoU`!7i9-r9YyS)-Mq
zr<wNfusBD7=^V07-it<X51XjG{q%C?sXHy)c*I%kO0=7YG9XhEjK?&dieh;%`a(v^
zPf7WG(o`PlhQ>?y<jy@w11tR|Ul~MG?j9mX$V?vjWW&qJ^ada%ulmx!l~%mR00(XO
z{SJk)%_#ji0FsUs7c4V+D&o9PHo7K)GV|<jY-UI`w-w}$-`gh)+PEv8^9SWmld;sH
zpBhm5^@Sgdy2}M7JoaimCX0AT%kh)5t<X^WwSCgLTA;s)Gv631+JV4_10}2<8TFYL
z0i;nAM<Gp#5Lum&5^qIlg=2Tn_XLkA*4x4m0i33<XJ3L0X;J<!^QQg*DT*g*^{V4q
zL{?lC0OMw#wLU{ZC$-4dVB|OCIXKzTt7~Z@)Nh}EIT;p(&~2GVm_#-E#FGK}J5*$c
z?XA72|7#fyJEjJou4hx(1f<(LA9-q|i~$cK2}uS@!<gA2%S-6^K)a~%u_IKqv4(}u
zE!3S>narg`6v4(nx`aP!=Hx^8`QG|v5XUYZPf}e@{$<l$!-ZL%R2Jg;tR4}c?Nj{Y
z++rxf72YcpX(ja6pC4Rpn-05OT(o&BH*%xKjeO!Es-u1>?#?{N7#Qus)vjC4&FKy=
z^};0W@Z$2?iulgtY@LnsHi?0PQpg5u?&m-yvhztfFI#u_3bd4LoKEKyD%O~2rF8oL
z*+9PW`qIS)c|{z)_-ZEn>YQdCQ4t)+N<#ywNOFBvWH&7(w<X>t-fQsS6>!O9yu{{w
zwEwz_C7Ji)4=3=0wSE<}(MU>tusLv7As!qer<7RL-(QB_mS;>$qg(HNsyELC$$9J&
zVSH2te#*ib38tt%T1~CqSj?i)Tuf>O_I?<=wS_8V35pQGP>PZa)h$v#H%)exr$QpS
zIp7Us#Ap0nTA2=F;>W9_={I#;IYn$0>}yk2=Mw?P|GTR`eWFwZtQsU#irmp+>pl(m
zWP0-<X~AJG-p-mQ8FcgOu%2T7#&=P%^?a%!RBW@%7U8qkueA4n)#5u`R4*hseQTL5
z_HuFx1GQMvK)#4R0*sX$9PZ_HuIE?GucJ3+kp@y##tgz-0m+(vN@*X3ecb-rnB%|P
zgo3$8{Iwp9E2%r^fogwWR6BpW+Q1?Qm*~Izf`r-j9|~iy@Cpyd_fuAN-YP4xO%5NJ
z45PJ@X`W7lUN>DiZ?hj#sh4B_A7<h!rSK0hIk&?>{!dr>-^}F4)<1|wAd7_UudMn9
z75)Bb=AGAneM#{TZ~YPeKXsDV>7OJ+C<IZ)w$KA!{@<DTWEhA3)d_oj-Cz*3Up?bF
zyY};-^?u-z^NO|-Gh>9lWp+p1U3SQ0e`Fj<nknT)Vp8b+fz6}@YF5;OEA4{=!!p;r
zii`l)(KdZcg3U>z>V)ahVE-Rv(Wd_ordhM<YMzU0eb8NK-`<`%6N_A$M6MtE8@GNR
z65Ri{;`DbN#f2_>W^BRZZD{2wI3tf`!`6H?bLer4u4*yine48Cpxx}_S(o|z8Lymk
ztL>DkkCOrjC^({Z<1?bAM6F}&wa{93yff0zaRU>4aOqNR#HEY4N}166!D%+hp_TY3
zz;Y3~+Qa8z;ktCKEG6^5YQPh`U9o%LWdT4$q^Zs&`7$oUpQ~l3yBS&R-^F_JJmkmX
zJYp_j{+)B%Nkv+1)#|t>e`dn)V*{7a(zNDo^xZa+2e@*=mT}LtW^*^s%eFH4YGUm1
zV&W$3L(R!mYIXnj$Gv`bbLq6yxf}Qh>+3M?{npb?BfF)W-7=cW!!K2+)Ko8Zt@kF!
zP730ZJX{AoorFx<uOrS&E`MagY77=O6)3h7-P`E*|G4{L4z@p&>|Sx%Vi|ySwYR*D
ziTEy1vH}p??4p3|<erX6z?C-*R$=4H%41B4wW!IJ^!hGDKf4hLZG9Ot4-P7t8uykh
zS~K2aGhsJ9uB&@om9J$R&){HzAY2kh6s(WhE6zGumiw&(es?W%j3Y^42n+RcMFdR9
zplNg6T(9n})knL<@V0b9Q>Er;4y|Pm?g18gQ3;91Ol=l0pa}upjXC@4<*~iJ!G4@b
z{kg00a9w(7;zh<YeP@cd3j*G<C}q-&WlafMs>^#ZFXtF(;j_E^J4k*p_|o+nXL?;_
z85}_dXfG$tnA`;S14piwb{k>iuJ6M&2wMxR{fy}(y&vy=;&R=u11mGNZ}wnw`c-*t
z1Ls=?y3&<#J_k(1hYUwY#^C*VpDaBXEZPY$cMD0cOk__rfpn)8G~7Rw&nIix4&Yk>
z7Jyc#`WpnHFev<=HWG;eXSG7egV~JCGND~8IdG!Yb*K<RubHJdD$^UP)Li_2cO%6P
zRo_NUAP-Yd++1L`HkiQNWRg>Q?Y`dHV_^TT7g1+pmr-LUFrJOga^=z6sJmoY6~AxT
zhf)9bvH?<|-xNDAvg}~A43=X%Ha3@sT*fVQ<Q~^-u!~tcMbpn%J|*oKjV}1jl!^xD
z^H6IZcUy4Bm$d2*$AN|Mw>#Yp>X;m$kCDG2Tq_LiOlnB4g?5^9yi{)XVG5f!N-X%J
z>pV6-I_6P+1vEdi+J^xE12uH+1(b&uPo+04C%F`JqWL>xZwl7@l68j2?A|=idR`Tm
zL^&ILjb<G_nD_2!+H$&TT6Eo?Z@pczA0}R0i^^z?kF-ONukr5LjuJ<gV-t-(@T3Z(
zJV`0e7NW>4rVjgsghBCbRmbaFm>-kq&nE~N?-V0ilERAyCm|(v!%dsoR*XafF`#7v
z<Z`u|-O@^cT8-KL?rq8DXvmZ5jmXq`zp$^=^{q&PZx$X|LHE?0??X}7C%CMXfDMDL
z%rwk>uCLo-op_zE@?(V`51;iOaDmK3bMlG?b@=vFy7tD>h0D-ADEgGC)W>)j9tXaZ
z%=iUgJlyl<WDdV5e1}0*3Ghyq-S1Y8-l5IBncRV-njP`Ps!ey~m^UwC?kYT&6ZHTu
zZF4i$)mH6IY@}G^@`WTXUBzEkHq|8z`qWUVzhJV}3z^Q{TDDt?XJk7VRRGQHbKc%Z
zPU}d?WHQ?p7$R_#=e{m&rwf9?0_u|%shg@u9k+iSjnU0-p_mMU0&O@^h0z@w2pHbp
zFRxT5oKo0b>=HXosYP6?eZ5B9^=&op;==@;V=x$}D>ML~6Gqy$_}I%H#R7e6fGfFq
zPv;Z$9cLZ(XdfhwYU!FKC%#+NGc*3OyO63%CUyf=)3PEUC~$svfvyKcd}@AI+}MK3
ze{l4&vOks;mLMl{a<;rl#XjR0jFSGk8BG@fA3F9vRPY_ao4b1n&qyYFyzK2Hf<je&
z@sA!!!P%<L;F(P_I_zIqGe6z>uis_HZl6x96VC_rEf2|efPZd;d<w|<krI}a6jqw8
z^pl~qp4(-|t832(C%48@jOIIVCl=$!H-+d#qUf!?E&sHOER1WPyQnuy<QEfma`W-6
zE+xl<=a*Mml;k|KNu0li+-AG<7e5XH>ddy5%KdCEk{i+eZJ_rxevEH3aa~uDtC&AK
z0!alWQUxz?s!Z+fq5*mDF9jVCI|=tqvuv9;zR>6%+bT3l5Dl~cqz=xjqJB?<z5f_^
z&O^*`d9lQbbm06NX<7IVXk{FSBIZXVydQY``8c3fDfOb9#|m-G8e*n-X6^Bno@YN?
zi2o)c3%}_|bhH0L^5^Y%w}d=_zCZzX$3w7~&@?IJ6AsJcP5X~Jsv{5o{JmaRQd4(|
zu-zMmhXIS<`{zx2WS_zV7oYCn>kZ8nd{D&>F3Th~CdNduI<klpHc~3G?Gn3J0&y^c
zjhP9azPMas%D4x-ew}%g=Oxk+repJXGIxt-LqDa>Zj$^x%yA#+mWIJeBX{wZBW=;l
zs<^Z<s(a)D`*7#uCO5w^{#lIuT@=9x?=TKbA0Wt9o|6(*v!y57W%9)CK)k!n%x}4P
zs)qLk_pcTIrm!N3$PZF`?Y)TVA+M1i?p9BA6mFiIDsAy?wBOr_0#1TCv4IVIOpfJe
zJGQOT2W?i+H@$2msF^bQ!Qn1YOCRB#>I;Z>{Z;0%oNz;}AbtNm;FO-*!kWtIZ5rk9
zVddCe5O0Ib*D>Kblhu{!#fGg~119<YSG7n88=1?^pCOaG;fYa6&Er8K-?!c3<`g;W
zfx4)=Xs7qXrEYK47Wu-ScTGo}hBF?D-3fX%9=O=t8xKXFK!&8BdzTLLO0h}rUygN8
zsTyO5C0#v@Kb)McB;-9_i&_I!2%s_~rr;E}<A&p9h}vCr8_0~jZhLvEsgv}kA4e}5
zyK`{j9Rqi&!2)3hFfbi$m|J75BZeq}VZH)GFG2zbb$@a0=4Q?-*Dk&zFr`c}>bMa<
zUZ+SV89UycifIctfLHw_3Msgm<mEbrq`1i?AeE&4oqX3+NT}zG;{(}&>DgyBd=-zG
zUb_}-<jXg7lLkSuZ76;;m1iG1Kfd=1BH_)}qY7W=Dc4m-KMZ$h^z@OsW?9zP?3SZF
zJ`PhY5vo(=)stD-7vNt;<&l}NQ`W@8JZU^<OU`y9l(7J7<O4x6tamuwUb0i$kvYD*
zR>JP@PPMY8m)?{qVklowgLY8@5&;l26A(I`MM1rfm=k-1%qEumGn5w+>i(I(@R&X9
zb6T;ULFa4y{I^2cNt2-snF-;7&hFuqvIV}cTpsNN2?LsO8rzU~ZFPspKn!Z`_?teI
z<Tuw|gbs>ji`=OS0fRVPmXx^p$5@){yp|q6?U{w_^q(_d9nCeqLt}o1%<r`ZJYOWi
zzUKZwBL7O&`u1s|PmS5yl}bPk@$j?Wnr`8E=&!;V<=mv$vmebW&ngp}Jb!VjZFXDF
z7r{PE@JgsY<9fA8anvJ?A-%)#<#gD@nP#vn?}_c}@IoJm{q!kFM6zJwE;s*s<$G~V
z4$6K`zi;+am&tOPY$A8&NF7Hr6P$jbpX`<}e)iW|Uh0HX4hw$uB4$ADP$OFtkd?15
zp55(Pd5wUGzaOZRBu^&mbw3sI+*U)6=z3>@TH`Y#NafmjC{Mg9D>U?n6`oyxCToKM
zO=&OE`ApB`R~Bxn3=!=T2T024{g#z{@QB6`I&p<0R@w4-T!-MS$N1MX`>xvA$2%=u
zx$s}6kIM_&Ke{`_wgjWkmz}hohis@v?v0jML|2dOa%fP~5+oet{jw^fb<fA;ax9JJ
zM(x)E;`$mdRDFfo+!aBXbb|)OeRniphwXxF(QWzW5<L(5sMgv7iyyt$2SRGZ4ozv;
zgI$WhA*VOpe-7QZ2=l%QBZla=K3n2S)+MAX_UA+@n>l)(K9(Q$SYr(Qe`LLLbewJX
z{@tXpZ6^(zOp->8ZQFJl+qT-+HXGY^Cbn%GZ|=K&-skzQ-(R!V%&hC0+1IIKe~x{g
z;RI9V@6Z0i{l@c2ZmkR9(o$FH==DHCcveI8gTCD3B^P!$@J7y6)gsp0B3m|d7-^uu
zs=>|HLefte^0KV`9J1|Cu5Y@OS>x}N6j4tTKE9-PCh^ILn6jN^;mu0Dv!yj}{3p%P
zkYW3vrlZg?(M{PTweb*b-HqyAp8GH<lNf1h90#TF*Lz`fRX4gI9u+I<f{hYV$>A;Z
zU=FFRUplVtSQS*V<sw?k@{go1Py`AY9X{of;2DEu!1>Z}_ya$`ujlWd8&i;6q&hdm
z=`jma$j0C=j9lNJEePboPs!f1V2E(tH7M-*XI(PRZfH;(M5hR0YAAGAcj1NPbiA`$
z8Es_DxI>(C5NlS&##1vsmU*cTP-G9ad<LggcPeS6R$xQfu)bM=hxLNW@A3wNuvCM|
zpkl8Lc)&;d#K3g4c*T3c?N7-6`B!Bz!=u|R->xXC<v<!%4>ZG7qmRw%Z%X-kJM29k
zbLys!A0i3nYbcrp15h~z;+C72p1)`k=(4&B2f*SJ+tw`X=(6(`c%woRq3=aqZ_`mt
zngdch-rZMt+&l8QH5NL&hO4I2$kb_YK9lxKmVHvlg4ZsvZxHUf;#S*VSxP{E{h|co
zXj`%bL$39vOd+43^5Irr-vIdg#mC3D>;&>I-!lB$`~5>=Bp}=I*HNRLL=8R6(j7+c
zE)REcv2Y2Q4QvoOpS$(M5G=X}tvUkDc+Lp8Vp|P%9U?dta;&ifx)J~oNTX%^+cIS0
z_dg<ZlVVxX@CEcYIkRTYQ`Rt{r7;#Y?nydhX6_z5*FC9|Fe`R7?yc0Q4>B%LvtXVc
zZmwaazI&_APY;erLq-a10hG@qxsl=1iKTQf?B!Ieb`3SNn#;uPF3)(YOW+uq^{d@(
zM)k^Kh|`j+0n%$eJ}n}?1t_Yg?OMc4&fq02+qvxov#9y&z3w6vOT_2*$dEGUuqgb-
zy+lizSv{NOr=z6>(C@~l6-iQlQ{uI$071`Sn+ZhYGqGj@j(u7tQ<v^g)XU?n?4wq5
zAOBBibeH|5bePsks|7Z8<rkfgF1K9@g$UD3pR6~7P&Tp1opNd5f7O_5OL?{~IME4z
z&3toONzp2_ms;1)K^hu~U}0{A;x9|{Ep1tPKOb7Y$76eWgsizR4o)S3LPN<4i44WO
z3#!buBb<#7hNKhO$(alo`Eo0?-&=BZPHy?#<>+K9S-;6eP6NUEaUh^j>Z%7L^~Q2J
zqxecTCH5sV)9QPi9R>tWUTBN!vYN83)QLR9X>#r60x<WP!QLlkpJt;Vhx&cJLv_*m
zCZ*JFnooEp@c?>p>FTSwOfTds*;hO3xmR_CXiRf7rkwMgOG3IZ4nks&AL{PxaF+W|
z4yo=lly&;o;9zIm4*ESW&SGo?7}N~|MNOe5F>}wMvq3+1TG$#~pQk1+ULeX=-RcfN
zq!d?zVS{^W|LO0dv#<!^kE6Z$n-mjdz>@J3)p=i`EocC_30*$K@f{O%YqbKK4v4Fy
zslPOOYOUyDPY(l+FX?-O7%t0z)<d20>6Eng9GN860gnYj9{EX#57VZBF>j22M5h7?
zua)nC!TE>~f#c*fv|_out&q#?7UBt&t|KMr>5kD+PBLHIxN|^5w!A%wF{Y&?>7$LB
z!|`&%7V9MK%X8n+Lr0`aw0r<4mfaykS2<7gGlF;KxF*MAsm~W%aK$j`MpLtq!4Xqp
zaC8dog7ojjSJjssipKk81uQ?Nj)Pp1o6Swiw2o=@lHQA;Z=oYz;OPXmZ5*R6lDnAQ
zhDRNd-M!P6Qp>dFNqES6l0_?GN&D(;`3b*HjHiBwQR^N>5LKkE)CF<n>yG?J+%uG+
zlwJoJ>OI98CARuR%f5$3qm)wx?287f)}|?ABYx^C72Gz0P|Bwaf4dg{nJ-<IC)DB_
zI0J!+%kpCZ#+7)Ih51{AgyEi3!(fXtH_a35YP4JgCm}Q{Pt1ZtrirC$4;n(x_=@SK
zsV~hJH?5a1n2CF7U<@7NUu9X%SHF|ojmsW7SX?}RMiQt1o?em^O(2hox;Sr}BhTTf
zH<57Z4PXMNB=9cByQE^`F7=N1gvED-icYN{P*Cs@TCQzYEfY1PbK>dWs?IgpZinKM
zH=HF<EA;8ix8x>CAS}~BgeLQYJ)`ulb5@Q8=?MnwPywlUu1XjugJKWLKKA?BO}t}5
zU2UhWN>cq3VeNd~n=#o_75$t=T+rH=;>^;;{M#{9c_;FkqC45o6%=xY176$0cmYhL
zfLJDT!^Y<Qa12q;`yC?mQ=)^rss-%qn5+U0BH3-{y;$+R_u&TGwG)NCiatW^dnT?0
zn?n`#zE{k3$~snaIuq6%G!g`E`m3BwcdMnN>nOgc3xha-bK_IUuBoQD(j*!WD=OBm
z<6G%WCky1h7_cfH@`A0qRx=2^?P=^MybxI2j1!-}uQtY59XIfkt7b-2pCQ9`jKpN~
zl_Js;MVn;$E<4`S^#0g(pxdoxxlyD{?c=mw+#158{^9IltwE2K;Eiu8v!g0cc5z^w
zO0@P<VHHPJgls0Nzxq$Y+=fk1!HMfb`_d4;F}H<jkuhNXd|jNbrHGE0a_kUGU)tTb
zMVUz@`e^|bSDFjX6zEpC1_Wpdn&5d1Th1WD+#`%qN3--qx${VXEbU-JG%O<BVV#j|
z>_44|m}sud)T2i<5MGl%$=6CV&b=k55}DhYZ32ljH1@aYu6#8585q{Grdott+_#tC
zUyYA5TqT?|i;JwQl?c|W2w*zfCdYvJau_1bryu^*`n*kwgr$o?o?(t4dRrz+yHi<B
z*@x_%RK#Mml_e*&6D|NdrqmEGgd^84{Gs2vff{^Mt5w-M)URj`Q?j0NLi0FW*4jby
zOxj(|s2hh_o8{MxNzMJ1{i(Hh8oxJBD{*E5)}ChZqWdPSUWpUd`f9cGi|Y>~FuF_;
zKAW-6QcIwRw`sd3?*yruqU(m0em5RZO(7(`u9i0Bn4=0~hk1W~LGsClON-bc^~to1
z+Z`TBGqzeKIZs({V$TD>4}r0reRdE|83Myc^-Vx|&+h&aFfwo5S0!<#aCS4;v8j9y
zLfStPJ}P{~hnE*0ji@#$3jVRY)i<UbAW9i2w))ikCO?7Ptfr%oiXtEbqw7M(+#iV+
z6|y$oZfb5?Q97!@T8C(yDy#ufZhFXJuQb}~f@U}eg(>UF7&=tbZYDY(HX8N2@mEp8
zb7A)E-HpYmo!sQnS)DmS1<p}e=J0j^EEvY3ED7C1oRt_G;yq8D{F1kDT^$>ywy?Fv
zsISNi^C$1xi_(mf>^AxIAc#kHj5E4&&8s#z-_P$yGT~M2*Yy;uXx6T+xn1!$Cl35j
zb8?j@H>_5{^V`|D#vJ;ds!QB&)j&0?y*1qxlx4bBP58c{B$k)!BKXvMvLEZ$vA`2>
ze25?pp<kcczJeNx)K3p7JZRI2IVot5eZgd}H)=e=n9t-kSCfgxY;dWS!<7lPz+aAw
z2Ftow!d(YZ!5bPe?_>9mo+z@tfr}JL5=J@5<)&J)7Xd%&32dM{Qbtx`#=o}%oUEW#
zFIZE<<9M&0I4mJkF>43;Zx?04CDj^l12t+-5VZ@eIn7kUT`sD_rv~6mNM#4eWoWq(
zd&?sq_CIEaLT}xoE|j0<RZ}6*!W3`{je)<8T5dT^7kz)o^z+}6GTR(~<TQ4?i`c(m
z2_AY-<UYOmWp_V-6P{$zwsfSBwYt7L@>Q!kFlvj>PDKakfb_2YP_&ZR2YE>opa`H;
zD&<x<AAi%<V()=qN>3!-h14mz>`0XOa)V_aH4q(Lfll}9;rOwS1ZD&EN4LsK(YG6*
zHi_lJ$k7!>6hSMQvQ_}ooIn8lHQ{YS{clMgGpIm`PYHSSWtNi7a&mGW4%2v^A=3kr
zF$L|5@IClyT|tm|_QAkS7aK7=?w}?S@#3A;+QZQS6N{<Ht(TD<N7Q&<OUzr2s;OCn
z-tlkq)#IhhOs!Xpo0o6!y<Y9qXHI4y#ZR`AW^rdZCF&XyZzlNt2Jlj}i_l;5Z>BF9
zd+fsWbQwT5JZe`_2C3R$0Rk+2PP>C=O$vQYWsMtDmNy}d7*r7KCofCQVww-quN8xo
zj@F4QWnnE`6h*@Mb8S$jC{p&{9b2bnV}0NFmYlgXzr&)$zHg=~fRd8r5u}pj<dC3f
zNx4TEYnX`zR&c7-<wSh&ayIy{`Av^in9-n!+Is=3YT&K-ZU{&w3`5~3q`f0Ij^9=o
zoaH9tF4dXuRiX=gv|Nf01FASVjC$mGQl7feR1cn3v0H!thS~Rm2xJKjwAz`ux7M*l
zTqbCt!}Hc<fQC-YPnS!{zZic#jcYU9?B>7(6QNL6w7B;+!ny9@(sacZBh|ihHh_DM
zV7hgv5Nws?*yKZVVJ?8zPN)`R>)!lf{sJ2#>N~^{xHvKhPb_Zc715BbjbS+v{R@&W
zJZ7gAR6~^W+g3phMM&OJK9A=br}m1S+|yhJf)wNHdVvQS{S{*)8VbPQ7mgx6&@5Wk
zP*KqkO*1{vJC_PTYHvd$lc^yTVO}tNizjJZ@I<?a-yy>sj;kQ5%P=-gsJbmB>)0ky
zTPg(S2|-K85ub$O-Q=}S4lFgWP4L=@60keZtHMM01}YQGJH7fn7hFOeQC=XCj9gWz
z(@$PP>1{r<1R>yje3c)vuQW}927}{^7-+zcHf=tL##0BINOJL$*{N=%Wz~$=F+;wA
z1M7{l1C4lc6PI7MVQ_|q_mBc;bc<K=Kb#YW@KeYP#a3wf#0;r)Jz(2aSdH(JF}-Ez
z?vVis_g%#K@~91R4{6iu8;_R_L+KjglhMU9uGq679>f7Hxyl$ILIROqSJ{mgtz>}Q
zbba$$59lKaZI_-Yl-PwM?vlc!fejqaZzK*ZZ^5`cYyL-<_=A;guE?^iDPq|UN#C4)
zVoPA?eHWl#sK;Yd<Pkk%54MR&Ltdi06?q)EFvk#je)y_hg$6M498->`3criYLoa#S
z85D}cdLPfqeLmzA-o^x3sjC{bw)l;IZ2GaCQ$tyf%>F>p*o2&?XMk;>pRtvG_jUqr
z=8*-6J8-c>Dyh<HCI<3%kNt#cAW~Y6hWFLFe`}DRLO5nc9-`AvD$DULH7q4lhE^_Z
zu#XyaEiUZI`!)USjH2L-B+7}G*M`|JYQ*}=tMy-7)t+CyI~+*!glL2PHR%Eyvb~1n
z)6nDAU~^g1dybOzW@b5I)YAxAeLs0JM*OZoZ<7Lz5ibhJA=}(>CF|(c%(^gOGUKRJ
znqCSCICdSf<tO-bOT@1GgmVSu$YvL-oa+#OAy3dm8H^eHEX-+%60W#I#`2uC*IJ@z
zsa3<gRrYWJuZCy*RU@1ga0-=m3en$Yp#DARU1QVADos@3b3gKSK(-?LMCX^FMwCYe
zKS>~%K*9~1dDqF@3s&lxZbQpaqiD&{tU)6HgU1U@PP&2ca0}`>S$i(GJGSWD&)<AL
zhZ>gpsGt=M_Us(Ga!vlD7o@$4zyPPW6Gv!Y53{IE-{svnSJ!q-&QT}InwyV{f`j2M
z866}fr5y+yJm1~kf4Z=>=g7|R^F+%Pz8E41M_<heY1PiopuUfMG2&D>5}k5^jjkzf
zlXP5X+>6&E1z4zrn|g*CM<+e`HTg#uax0o--!@EdKIIc^Zpq<^(1T7O`Yx5EP^Z2v
zBqv;Bnf<uUsK=S^H8)Hj(_XCKnIqdE7!LgDhN`?@R5Pon+)%-SQHPVE9n7M5@^HFT
zQevLEcQJW+V)fm0y0?Vv6uo%0qDDzcX_0fO3_D+CarDzHBhI_ZQ9c@8-R+dtoF3=g
z<W2rDkyaIdmhsg>w3ekco&S@aKlPqs(ms}n?OClvDWzqQpF!%XrFo&uZQZA_#wTg`
z_7t5s?^DWzy7Uooc^r6gRX6t7_-L?&#ehI64;18qMqlud(+Y%vO&>id1BxH+tx%eK
zcJf@CszptLUbwc+jT=wY>uYxUiwBZrU!bH#Y3PO#u2BoIe@Htoatm7puvLF@Y_c`R
z#bZ7^(S%38<iQu=9sgWKLxJ>*;hxeaa2%>dfu?04JLtP5zne5dIz83$pk@|LlYM=9
zLy4KC;1dVB?C_>rn1VRUgpLMJ0b;?5`-BNdtR*aW0Qr_IW)HZM@5gav3g@P=s+S7a
z-_(+m)D&Mvo?Ndx#eZYMiJ*}Xod_a8rn3MfMTh+Z3CFuPaiK9`3Adr7-k}X_$n&Tb
zpDVXp;dCB-Q?We|6zoQ<v^hb832o?pd?7{5><A<nahH{WEjRF&!AOY5i!<@porhQp
zU4$O7Ju6yn_hEDet+5CHD5SgQt3oFD<v;)xx>RHQorEFMIYCJdWGiS;s?aVRrshBw
zscONZf27mLrz5<wtSY|ErIqbDT5)u-+PHOe^>l92hI^G($<N%?Wk$D>-32LQnkyK=
zTJ4G$g;&hR{^-RZ@obcan!Cjsd+YKARNzT`W8UI^Z{7QoZ$_)6H|J^wcSD#d7q1q=
z6*eO)S4XX){jKdidxDF(mE3q48simX*=WNmiF)FkEB0yJiw=)!Y@F7M#GdO(c<-=B
zJ6jjZ>s@Zu8^m*&`{qk3vMv}Fh=*07;Xp|s+q|4d{pc)mAkYjI<ln(-k$fX9s|J~f
zqkZLzxz#UcrJ|Q9C&^};zFkEu+FQeQ<T-DD+|IF{;~`jtLtEwLFRo0@a%+`~q0Np2
z!I<fTo*|FlrPFNAV(ZpHvp+*O-(R?;YJ)K)#=b2ay-4A$6VpIJ@TK_ZoQR`Cgo}J<
zm<(G%|84(KsE&$$eF?onQLt;JqJ8Bw$sqp8FF|3q>Afgp{97JVc<wY=IsG-IjicSC
z-5Ep&J7vBrMwCEr+fjph&H}`WJ<AqKESF5zSvbo8b7R5746HE|{@yd=hm!bpv987V
zyibz~Jbt>L0$m!O<y>Oe56_swPS4E626%-p8g>dt2kh>Br!n*C2=^$eJhSp2clrr`
z3jctNy%W5pL=gx@aILRtl9H<0&Vne!%~SMuvWqv#$V=ZwLRfRo=PzU3@_56}4Z!?)
zqx*xcO(6|J%saDEj93GXlHM)6l<zmlz&)QU12n6q!`GSxnnI?@t{5_y^+i5H`h@(M
zJwWD{2dX#SL0AqN#OwPVqZzYZAa;;l1g+88CBFquGiuajsFM?|XdGAXwGHm;VbDk<
zYjjHgR5%+m8h-A?L-GN!3(IaO`z>Y;IDW3h&4~>=1H|AcHVKM1l3l+?qYs_&zv}=Z
zv_h+Sk$8q{fA1vbUV~qPOtH?|7^bbW;^7ff9yycVlZgkspN|v~t;mnlVJg%_>~}@R
zOuxn#n&6`E(UW#U(Sy=KF~x&LU}UmL4BDuHIEnS}v=Zt5yV`5(90e-#f8r=Sl4?Vh
zqycIoF1yE<qgyoBj;E@gO7(JuV)~}}4WH|<3Lrb9Mr0!$a>~xCj}_4=l{YaYu_Go4
z<A}4sipOG*FECcRhvK6zIL(eK@}@~O^1Fb;o5;7_)w>ZDVuFyUyOg`wnqDT9Zd^31
z^30E~TqhKLzKmXW2$eeuJdUc$4ErqPj$pHEbV@y?5U0Tc9kLqxd_06B5$!wD_&w^#
zIT8dw0O%*fhi&0nwYsVr)0^uqcc`V>AwWDZ$(xv=)$m+sqn@s!qs|o6u$U;B_mi})
zT_iDX3J6v;QnENTO$gt{0ulE4=tdcMfBMYh4sF+WY+nii-YQG1wSj4)<DmdYZMvb6
z`VG|)I*(sNl3e`P*hh=<)i-TjThl{;8$bN(*q`?0zYF&Z@gJg6r_ZlxN(Ewuh9d;*
zqR74gDL{451o7olQNMvkeEJA{D;|_;@TIE2bYiZG4Q*L~kG=#{5>n&43C$s#*6|gF
zR8oqfE}MFugz~3xuONS^=DaXv1(+Yss^_*;`A5#L%_&c=LoF1MXb2UnkWtSJPnt9k
z2Neb1k9$6z>Bk*(9l^@FoXT?ZXP-YGPyBiBpU3_0&FMkYqkSB)qM4aaUodu1u>bt`
zzajW|={$l`^*>b=ktn@~oXh-obon<rf4{*_2y#qMU}3uSNIUq2@jsXR_sR|oU@6{1
zjW)!j?}2!gGksaQj!WS_%nMPDwLbu7X;J^@S{u9kS!}L#PoD677@TGI=j+h<GQ#be
zbvsL(0I;$im$K}`YjcW(k^lbek9$nkAvYpF4iN?ihv#bU7A~~xvGO&u1XR{K&FON?
z0k7iEB(<up#+<7Gg(+IjB}ZOOX?FQpQv%1vfJ*}COqQHS<>9xGkdRDi?TIGA6sCQx
z_Md8+%iLWuc_#Ks>f%RQ8Vb*0E)2!yVU>lNERHWl4RhJM@MB}3U6?_xkQ?SD)SQ_y
zZY?E|QQ31v_^;jCPTyu*k(YlpO~=llrLESUMo65y8JEvx2RD;4TPFsY6S`E4WzWRp
zMMp-3gs{iU9jSwu9BOBn&hHR(#5LPFjL>mwyPA$6TN248)p~UvxGu)S<Xcd(b2$w@
zkUlyE%YW=5voW#Syh($eTTm_vs1N{k2U4xfb`-_bcs~Y*Z=HmNWbSa#{K(~*LQKX`
zpUV>$NYJT?_If@ff_hYFcv}y|$E>IBt9RZMd73vQ*d^!R^G(C)J%>$t8%v2?m%)y>
znLKi-f5|I&h!`n5Wk~J6If;6hzzA5cD!#HVWbeqW+Rl4&#hEd^iE|A%@eJ!-_u|2P
z-}(aposN6kM@N<pkUW;r|FnyvFuHd)AQWZ&to3~X-_+?k{9#`sGv!WBOPIK$ZpYgB
zSB_(X_cCuxyf<IPqi<Y{8|B(Lg2m;b;srv^f-<Y+{KZXv4GT5zvem^wGC0ZgXMoB!
z{FA*0pv(JK(i$m1rJl2Rrf{s#V1bTr*gxdZlShrhZ63C(HP=Q-3s%JXN4Wu(`3wQr
zIC$Ijl7_EU<brX3l<!JGqZ7F)Rr0&>#HF6fPfeAL<T~|Wf+HvDud#drOp8Z1I&DUb
zcfJ%B2-Y!L+sF5#F0nz?j>Y#k8vRq#J(3xwTt+m$^({s;$&bn^LRlYv0DR-FHyzQg
zYdr&<bFP|6?Zn>~w7uR<EaZo>WKh6Nw}?iYj(lnZNRkGfScjp_Mw~kaO|Y(!k{Ury
zy7i&$u9>uO>N^cocgOQxT$dZktEl+tU%KKqw5=Kf12@=TGHubsT>~YnO&<TU510N8
z0!qbJqm$&`!S-l27dIWGfSU|tfBx`T){u+B@aQzQRu6GNz$;?7x@PzbsNT-&G34jO
zAYm_#_Wk2F@?gRK#JNQ<z;nneR*U(Ejmk~!pME|<w>Vf?D=&4+q6t5CYr@|jX4_s{
zFD<x$lhVt3iko~GI^MI@9RpJ(f3I1I`%CBJWZ}MDT77hBTDf)(Q?G@LoaM^G>GJN3
ze@q4kCv>mO`(+1!4KTmNtjlVnz}&|x94&)Lsto&uP(61Tb2K)Yg0))``g2On+wTlX
zDhIKIvD7#ghIY$b!`gE4s+vIH>KXp$#kNt3m)8%kLJ|hX$gNW$=tSA<QP04g<-5S@
zFZP*#><^-`WoC2+gf7*4^ytUPRMc$pbbMIW*b*HWk5xx=Mv}m&-}Y}SQN3xsj8K%b
zE{`S3c?sQ%o^I`g4j7rK11Xz%znMz<wx^~aLWyU}5oL9zTo+dkaINZ;&HENOSf8lj
zxv7B1TY%Ls+66p8(#c_#+X39G+%Ofgy{Ul?NJC`*q^08n_Q^cLH!pY6gNf9v;o$Qc
z>IMEG>4at6!~hrUANC^QI8<D1-GkA{%tEItaXXn2yflADf90$_4FCp6M4I&tUZPg1
z)X5iUH+N;5i&h|(T?-;!!)=~syTT7>5Y)lVu3r3ZRY(9GQpOv4Mh4<y)kxo!dc)f}
zBF>|Na<Y034S;5d?P3>_OSB<<=x8dZ=Edn)&Bl;9V8c&CsH+lN72?HX2quPe%6X`c
zan`XspW3?TWrA{do*0sF_#SQLn}<nozYrJ^!O}Pa`+*h6<sRWyQOED|0p!mCBEy}C
z<mX~d0x78pej3c+g@e~St5g!d7Y_CwE-5Jx&Q0Y4|Dm@%kG;LCeW4L>%n4eLz=_0}
zH#$khff}t=B28~%r`3VafzL1{oD`G@u8~+6b5t%Pg@UxC@oVWgF6E=~eKa35y#!p3
zzq1SCF^siuB^*>;$>%iZaNT;P&f^G4?jCq8e;ppv-Hs9VVc201bIiUBn8By34HSu#
zg;<%$`P}Qq$o}4%oQp)HT`+@Tb)P9+hs$KQqKvkqOnOLlGge4Q1X}@ANc=hQtDxbb
zgWlD@(t-7AE|8Ouj`gS1jF0AXxe)3;AzM45#1<tEKHGNtk}sDA-Vj$8@-TK~bE{dK
zyJRHF@i$>`_NP27p>D_9r?=ag#}4f(h^txX>_n?==)j)^oNPGtP~RjKQMt8pqK80C
zfMM}Ea7Vt`U#U3kfdR$c9V4Ur!{vwvV<24_J;)?&%(0V#9h{jh&8<f5-5_u>!$j*}
zwtznqH4gRXp3b(~G`ND00X_%d?E4d)JvAC6>GN+JKl~;Vtu(pTKlV;{(Y8aVBw!Z7
z;_fxVY8eg0?awF3#T@7l@L<#v`c-C-`Z|2DK)y!4$IMJfhC9M&b^`iapE7|4Vr}J-
z6XxoGrMjRzQUxVK`i;W-{k~{*@tO8^vHRp!Au4@|oxN0eR<IrZnO2hN4rIk{+i3j8
z4P0IPB^X8mgHERdeSmH^oTK7gxlj_DM?d{{e7J-Rd7=@@raD#SM^2j9(*229c2MS~
z7ePe%CJ`&Favnw-;<H-C+`HqKU(X(cHiaH21MiHW<s`cB^#=H~8sMqc+_+%WG&Igb
zu)cQ^H#<h%U7Z7v2#8gea?+3x-x*<pAr+jV3|zG}iA+Z^0pN!^zr2mPx~(!0nTQ8O
z2{4*ikG=Ab^s_tAm_)(}a`(tH#MI9}Bna`4b7bH&ZXTCgf+qWhL+QgUyOe2%dQEJB
z7#H~&+K5}EJ`g3gbn*c;G$!yios?66PRJ`N=kjQ=n)OYj0|@m@D2JU;5`mETQr>Ys
z2m(z&HDq!Jz?ntGmWgL^qXDN$(+y8DKl|>GM7?a_7v2U3r~d&uv$Q*x%2mRtrB<~x
zJBvqhj{+#tLbNy_^9}S*=IGGXmXXgxZMyUr^pYBxUUrhnNJ?r9tebRI3)2vA!kKi+
zR+2qPa9sH9TT|d+m~=v(5TM<>=<Q|Xm20@B(d?%N6hI2`%Ki0jb=ND9NW>4m{bkyL
zYrQX1wVM$(=<~^QgPTRs$)tnZ_Zr)%q!`3LBL@pL>_@Uw*`{0PCK9LpILt%wmYH4O
zwx!dE$Itq6<pLeXRtH;Qlesi2h$P+#9}cl+MENkMUc%eeT4;=?`47sRbZanJAqPS$
zq2y>n+Gr7i!$I*q<Rj!a;h_71Bw@MTI8$1)O*dCtmy`HFjGgso>7kOV#2*}d(?g9O
zG0<b%x5?jkSCi)@z99ipBzt-f>~9CHTnxjGZ}u+sLX6fV`_;c6NoBN5JrCscbfP~0
z>zxB*fHJgm)eS$c5b_Fbo}{nVYsV5c?y4Kzq=)R4E#l75ZOq+lPJiXI_RB-9y19`<
zJzxvrzo{AtxAD|m@;vAbdOYX1ycJ{hJb*JN4Vi~m!j7`EkXd6cFFqs+<<F+?XOGb0
zu}t|)e6Z;<+17O3gchf0IAs~fGC-p;%dwj%?+V`L{FlJ)D1H#w_*ZE6_Jf$nDQh5u
z3E|JnB7mzxV_%DD`9cNWBA0W?!f7DvP6hD7N=V#98+)Bcba^~$LGhTyMQsA)B8RNX
zP=r+5m<irQ@UT@<H9)D|nkafO1LG=6p*=j|#UGhoq?0{j04F6SceH8(0mP<CuP3Pd
zCno4=p>alQ1RmBPy<zP55fcDhqMM1}T%?t4WtBJr{c;PG&!GKChggTMAOq2=0zqGB
z_3^A|ow*IrR&MBfn-u$ER_4ON0id;Ac4PltMzLn(=RHKV!r9~yp_7!~dZ|s1G$@8-
zNLIz`*wbh)c;d;SHUl+DFTl$iR~iR!Elq5`0(gx`DENCFo^!PRCL*R5SQWr0sD_4p
zTN59OdW8s8qCm>W87I!T_F!Am(}v^`wmzdP;lApqzV1T8f*na|Oxeb4zu!wss>byT
zG4lefAyx1oGk&Hy0;SQU{j%Y#Xv7LP5L{eomw!d_1dXjp8T-({fEZgUw%ofjjdneZ
zVGR?4cl3n=>yBI&Qws4J4@xtR<D{tN0~EXaD+a^9jMNI}-F+Q{4N2j>d2ep@L4>RX
zE;L*>(a%7&?7cG@R!a+25&cMu{dx5iR%M2HHD{Ji<gOs#q^o6#Cbch@TJIw4r#q0*
zrrx9S5*=nxU7iX|hjF+NvmK6;0pn5*A#*P4uu|sA<!p)kj#hnBmGZ10bOgcVDGvO+
z{WH+ZXvgS`TSX``h&xLI8?1!^KT0xnNR4W&Z)AE5ZUVEQIs;*|A|Ey;hkN7c+n3`5
z=#VN|PtMCF+Oa1A%kT@ic|tq~$KM7(unJV;eV60>8fc3U`<oiQ0ZK=7Ys7Rp`)-Bu
z>co^3gqRz$Eg-qs4XQvgDvWE-=_4b?&YGp&l-%o_EsOb@+UDNFcWV%B2ROGh!rcMl
zR>ft9pnd+5$Xlka`Ff)wkJI1YJZ>C~AUUO$0QTnw=<8Xa*jbp6Ocq_XLP_-u{LkW!
zvnnVt>F9+TvB0S;{GW>a`r$FXu$Q7<;7{m4L+tg4eA=;SU_c^JVn?rQm&O%em3NM&
z+gAnSuZ|ve%9Ac-gEQJNRKx>)SRBu}%wdx5OamAt6Mn8{9|DF36>|hs(I-zG=42V=
z-3NZOTNULt7j9G1rUYOyiqzm{2a^@2mJ1cuDp>%ATLsH4)41@Crd9AB4GB5o6g(-{
zl{IC~vk$T&Ub3+b3>XUA$m~1{7w_ay%3H;cuUrtmjYQsZgKM}(TR+9l^Fzv4nuEz;
zZqxP!7zOp-PCzSzJ}V1Giu-o6&CXdh8va1vbZ^3RvVu`NVU4%3Nd^AG8>NIQwIzkj
zNpa{6R*oC)Q&b(LpC~Kt!^6d1p6!*V(*?4U#ULc9xcH+%L($0()d<(VR7^O{fa^Kh
zd%i~Qyk^t9c1&@i_kjtgYm^}HTs*V41MK>yz;`YVjn@UU`(1NuXm99t@~4lQ@|O0@
zH@-7F=^jxR(4N8LbqBmL=a?&|szz63&1Iq$N;Y|9XVPc!6l%9bVxz$eZCwH-R05Bq
zIbT^W7<ISK>>W?Ds}PGi>sj#XF7smFq#GEDBV5i_YNvc`XjcUrRd|`8A2O#x&L}FJ
z?t>xp=;kRlCuP^S_NTfunOKpddL4QLzOI7IbGZ4}*619ru4za~L5fi;62jeL#?qke
zO(dE%Tq?6G9f7|+Z^W=!Kz%k7FJ_Ve7JMVjEEi)9y9NNR(c44xjbx%YZ7iCS;yu6W
zBaoQY+I|+Sgn~EnEQHV*0}OXKp=tNV49uSQE*VE7b4+NCuy^22!0sRcNI6a#kPE|M
zD=M!}X>XC8T=nWs7)Xe@C@8cF2vMViiBn!4OB$E+!A0_!ueY<NHyr3*#lO0QG1t;U
z@1KTQzL#Ks^FwGZD?Vzr^FgK;_&a{;joMD2`0n?Pm|hh6rkoh@n;|+w%|`H}$5c8N
zhWp*!IlJl%hW@k<+OSD-;XauDEWq3P6=DJ|JY<2aa<HgqkP`3AkUr@!ba`g_VQzBY
zt{NsOZc5T0FVaTyLRk$js&x$=8yq%q<hWmzgqSGYse6|_x*H>+F+?d=IE>b=v0MJU
zt`sfX^0;+$WmRY%3PiM1457K9W9lniq7(7Nmu~?IUxfOWT}#$uRxh7##`xILdQI2T
zP>PtP1r-$qN$L}D0pAlp(4eIimBZ&fR*Rj-A!8V}zDCdr8Xqt>tyaD;uq3RX*n_pg
zim>}25pDyr!)DG9Ea|kGb&ex3h(ITPSAob9``%%ekM*x{Mfk$=_RLzwos^aa7txVX
z*{{W(UC9$Ic*j@4?z}=)OIz!W!LlQs!4Pz7N78o%PAchStLRod4Blz=V-^D0pRwh!
zU|p1f)^u1v0av$J;*CT5-Sosd20XrM4ZdotwUtpxRMOxo$fGebGP7=t&w>e}{F7rl
zzfbBkQf`7px;2)Ya0((vk)Wi~Je7+3S-txNj`C}Wt9~VR5jNfe<)_tOtjp|Zn3-|O
z>TcOl3hS!h1{Ii|Xv;;hU~`zPRtw^%#AaZhRk*1ju2Jie)?i}X&4343?Ig8Yv)FbV
zEF^r6r2Hldu=<Fk`VsN7G<Me)ZtC&^plo3}G44f#yM+F<a14zY<*H#|`cwk#Q1nX*
zZfMOkO6*4#<NI+0EwFV8ug9^ZN|n|tpqnHRk$X0GG{LzqF&AT<=!puxDoy*<@fFmN
zSRgWgvuqUIc-KFWU4pzKg!wnqc1))sK31uo*b0i`1vd`9Hm<(IOhGEq$@~7wIot->
zpZZ<XA-1qS&a-)V4w9)o2wk32NF{?ZThhqD0k=j?F@vgKDCc<`+*B6mD(-_-*`kNs
zme2wGx+-}W-@Q%FI3py9LRQUV57tG;wB}NcYmMi>Z2tD19avHrRz;Mu*A)#+Z3$;!
zP-d1(kFABHan|-PFw$NQ!pt9z&RfcWQejg5RT#E38QE|_&AK$=LtH*EzV59du+ep=
z^u|%^FGU%XW)rc`;C97`wo~k5h8inrpmE?iikru-$wu1uPa|8kfXc7~Lm1mq{!-im
zMYEg26303RRoW$5)+`;W#orTYkHTshX@0CVs8N{T`)M&1hX7wSy*H))q091{q<h_x
z%@xltxs-@VbDpl)tvIph)^<L5E5e?gb&Upw;4Pq|1Lslz_|R>WK1?%5>8QtGOx$A6
zzBpc<PYDpYK%E8(vV$dvG_EjObX@&=E4Q<8=&y+~2P$cab9f|y<nh~JggeM4Y$+Tz
zqOrp?a(Ha-6OKevw&a`(2Y1wrHkpX95@wOJfghf=Oy(6JbX%>nGY&s{lOmL-A$z6_
zH)G&i>RFw+4ftHxIa{O@uaMz7%A-|;$2e#uD`rY#G*xQxqS!T*l;R`tU>%L(+>kZS
zUvK2N@^MTnM4qTM+AKWm%R`t%f3?ZEZL(}fxm+B^0K|WCt5ryaE4@<~tr)eCckAnV
zLe4mjjdo~T{!Mn4uBNgV-~GXXr|X&!V-5&8=EYKoGnwpqz^y~0qfG?8BGN_83w$vZ
zOeoKBNwMWSk4bSR>EMI1pehOHJ#_TU)dsjq;}ahzS0%HirMc+?<;#QS<E!coBb&ZL
z6|%1mCe>G)&%U$9Ws+MC%!!HZ$~hpQU}LWW2fCY0A6p$H@_S#tVtSPKYf#bN_hHbM
ziFIG^oM>0!95!`|y6<#ow|s0b-K5KuaYhGGS40FQIYKooxfEeG!~s&cvebvCrzVm~
zY(IT1A;GMJb0x>rT=4T)!iHbnR?aCYlMPANzWI7YiXXWNG`dF{MZw<YESPF<4+hIz
z?*uV~r9My_)A}dQh8xkwRoO3jcoA_)4(FVqO8l&N!wbMwIZ71!J&hN4M{2?^@M5N!
z1Gk&RqO1NqTy*rlozdKuABRWBOGhBK636^&?Bxh{v#Yt3-GcDW^h(;sOIvH5z<5F4
z$zZG3TeII4K5hOoVRGcBJWt0<{((Y^#|2^S)J1J9nvIUQ0NI7#J!oNFg{74Hpwi=A
z-QB1C>ej8JGyCG_pF0%UFjbcbqTt31%g~TLX8KmgBrOyYdv)io!d+Z+BlE+V+}r>@
zSi1+WD;5nmQ-r1hld>I?ufcblk`zT!&*ul(&*sxzD`_J(>bV7%<aj0u8%@0H{jP$B
zY*zoY#<RIoDG|77zG}G)#AwJn4{2lqUO4;`E)_dE8E5VWKgpIzvqND^4vrPYYJ*w+
zM&4W%%=Si^%n)^&dib97b!Pi5qUTwRS>HMAF=F8?RHWY!%T-Yc>63<<y|KhTQY*Df
z#m1~`4Ix;MbEwkDK`tKy)kiv7lZf+$W|WJNF^6davQ5ylpJceG1BvzkODoqTc=~a)
zf9h5W)$+j1ru2b|6#g6h>iy?A3{T-#3nvn(aXI}4zF3)^FfM$$Gi<t}?;je3@QP^3
z+pnN~BEW~Onm0KCRP9URoh}6bVHY^3tD1z-UK;V1rpUrxYf}rGBMM{_N2&keB7W-D
zB3%I#W}y`YqhEFZDB_#m91?pEpR-iguki&fp?%?)Zr|rAP0E_d+(*d}dg@S5`>8v<
zkF<OW77Eb!*3y|tC*MFRf_WBq94fH^2Sj+O7lez#gBkoi#sHB;P`2&j{A#k!6!Uwb
z<6P0xrX#z70vRr+f(u5d)FmBZ-?V!a0a6iG^G~zFS-zn6=q8*ed+OdU8ddj@QFT0M
z$*x~&v)&;Xn}bqM<usE(iattIM1be`r{6a?3<#^CqP`7Q1~7s0sSQ>sY$52F1XBWw
zTeyu@t&*MzZ4a8*&pz4cqrs#Cpozweb0aTJvFeY)<`j_@*sXDABrCW?DR2X%k7`^v
z2^>p=cCq!7{t+^YJ`E+(eNwxr1>u2cngWHRpM7%7cF2jsdOL!+&rQF!h1AF(FPgka
zUU0yH-(;7vJjcUk6xAMvWG5lU>|)zK$wt)Sze*q#oOuv{yE@=n=O0r#du0`q={f*f
zqfi+&6KmLYP<!@`HDNH<Gky|g+l1~CM(~>aMSvW+V~r8xf}Jb){N`EGqKpjC&bGev
z3YA<Lh#8NRiNW83O!$j*kLoui7r7f?4)-=U1-9b0n0Gb_Nffqn*QOGCH&{uw+Tuw{
zCY$X;syq~&F%3W^qltezhVDU0&|4B{Q(9q(gR^g`Z<pY`GOBcbH7d1TBbsG&Ek?G2
z9mp_ewI&paHEm!i35u9yaYiI8Z@qi9o->OiY7l{+kCD`9g}2!Veq37KQj|wAQtVV}
zyi~zu{1wOEG5t+^#B$AYG>bRN$-!>+JNAyyUA|Kt)NS(}k44Ja*1J=&;pn9D0v=M0
z=IJToh8mx}@<0h8c>iY6!WVPS<lvGGWxqn3GPW`G#`q8{6v7Xb$eA(t%(h3q@Hkyt
zum&M^3FcOd#GE!TxbxMIzrfN^z1dy*ZR`V90dW3`pPc2`k#j+?)+Szu92iZs5A4VJ
z1=Ntyp1}7iZi}6V<5|;HHwxg>IS39A_vna#(}ui3G;k%m!{D1^PrI-uqcR(rnjpIP
z;EDtZw$@GGGycJ6z7%|ambKhsxHbggBpYMk-8r**b=bZt=pZM}jA=o7%xDYy!!>;=
z1Y}m~qFxb%591sUd2e<f!0=E|4NvCD;O4u`aiPf&-oLQ0bDHQ+_ARr3mJRSP6#h#I
z|9xpq`J1a&sll`@|9@EFhS}c{MrIl#E%E>Gy?=nJw$y(nx5e<rx&OWHzbx{C=?`ff
zDKvu}|G%K`A6i*S4*JI_GkYSWY4N`d@?R9`g7atjwL4u4zVE4qY-;NC{QF8lv9^ht
z_RDQW`5~1cr`TM|)-hG$b>@15dj_%KU3F^lgu*O^@5C1w`?X!z<i5HGx>G=+LIs-Q
zmhoj^CJEw-jaVPge_`kb`d=B*uD=>wx{Lw(mpD0Bl{*~0ZtcugBEpu-t;8N*ijSdt
z#1&q5_@@3PR>eszIWiY5{z!Fd-A!4}+U_(LO+`z_i>G2)3(6g<?y`eI!SeVEmG>MY
z<0R9$FM=L*EbOHPT%c_5|9uRtaeqUUSRHGVpMmGwKf1ZvA{90Iqc8yXSLTbYOXL2$
zMEa!@F+Kb8nzZi(wVLt`rtIh$A6BOC3j+U)ap+xGO!rpUzR8k>f^R*_OmOrm2loj~
z4A)n>uf;{VH--K|sq$C#d6%C5jj)Rt(r<+As-OaZSc8jMN%q1WT?+k24ITv=_H#Qf
zC)Z1M4pV~B+rd68DR@Pt00Q?9lsMA;iz7LE{h8jumW$lZSDqGspdt!BJ$}>Mj6rX-
z2J5TkO(CRRKyvOM^pM9%B`b#)Mr(eTiuR3oBa3FaqywqtY}<D=FwN?9AFPir-;cDE
z>e2@o4tt!2Hi)HjVbPzIvC5-Uy)}a9Msz8<{$+kxF;f^7{9`B2I77Uwhz}ILoct2r
z2p~!!Xr%FKTQ`Mr=;y%u02b}94oD>H>D4>Smt3Cx4grZ&^>IZ;^rxXG{}c`SdNO4~
zB{SH}jLu96gQytok*v#oQ$Ag1X#q@akc3ED$R*XTIXjtZ3Vw<KsaWKLRI*pq+Dyow
zE<)4kV8*@&M++Rn^}sBq_4>D%9F%g#VnD2ps!eP}S`}f(9)1wkL$k8Knr6l_tKV4<
z5@;UP+$w}>+}AIXqa`~j_@1=vTnV^74ZQFHUem>+oSL_{d%uQ&fJRoTlqJu#1aBCH
z(Gu(Wt#uJ3X7sO)9p208x-;3%hI=#o|McBw7x~XjpKy)@&;tJ_drfr{_)ME)O#9_}
z{bbP^Shbfj8rs%O%FVgiE0emX%e`W-B|TYn^E+CvX3|ydAc;FSPpijA+;bF<udaO=
z&D$n13%aph$Nj+cYuaid1z1pjrfA$v_IX+(ME)cHjI-$EwSTgEOmzfCnqSX4sn^!j
zMXX6o$k<p^o08q(r-O;V#1Ut~SK_5|KKuLCpHggo5K}s=%wkZ8HsrGLCE}^*lvEdT
zv$l1l0D+iuKl~r*lu5u3A21(XJJ!r+k83-laQRf|oJ-*eTXzKff?h6i2cN`r1RU7p
zzxi<(f$>}Q{Op4y*-tPuw=D(t;F=WS=9)xT@~})KjQmx!?%UpRFTnRfe5AIId>AoG
zqzj1`{sQ)5>W%Q%kGe3;HXbdHo!-q|1u(fQp07nkm}XHQ{E`^nt-0IyK`BwBJOagF
ze%zOrukr+xGN5C*mepgI3CyOAmBwYgLP@sxd7r@)zcHJ{Zm@PEcOaMQa%ZrVcP-za
z3UOmDWIWVss-7GopKb8JJ_Z2f-*IjC03Dz}I|x^$+mZBB#pJZ>2CK!T+Mt7PgSX-c
zUX;h6#^NK}eR4AwJ8gW$It^mh<c$$~ss=nlh6fM!_QAWTP6O+zL4ghU0yUpbO7dnX
zmz&FgSY|j?uYp$is)0Cy3};^gUY-wD<4GN|0<J}CK@$5-yV}RKs^kz7ZzuBJPp|H>
z#78-=hqwrdMO&$}m$brdvWh1X9JkIgZL)AbKvwU`maU{BP$3d3Hn#|rE}wm;h8zEP
zqS%*@3~kF%+;I3sTN=)nwC`dQUFV3rRJ}0~NUo)Qb%Ox1P|}a1sat0ymQqXRJ!V>#
zMY@DydJ?q4U_&__I>dlDau;K)K@bTIgHP0mvfw4{O-yn!BKD;ewQ=c)K}!b|aV%b&
z?$+JSPY3Kp2}>l^RF0tT+=7kdbM;VfLSq3D2R{$^y;r}U7=^Gp{YEVfI;@B&w;(~^
z@cy5{JD<N3=f?oMdb?u!_HGf}qCYo^GX0Ou$DY)12DyP5t;|ok32c&|dqHl*Q>R8!
z+$B?yC2Ds?+w0pT&hGg8KdLzN`qw-=LoTnndvSUC4)Lf3kW)ifD*l@#L<tXV?%B-o
zA@={KozN)2LBuZ$XSVebR64;cfGM*%-XR---ooD1Nu970Z*OcCJ%4~-T131d_3rX#
zjPb-oolZI=k~T`lQC~4Rv29@lLA9eziWFDr1ym}35EAP;-a}cXTYAMGPj6)rMF3)K
z%oWlGvNQ@4MRXc7w`aq2RM%CgU8$6cjs{-0g?(w}8^L}IhJ&EzJTa|sq8RC((zVJP
zAM#-^!&8j+|1kmqxc)Z5{BwHcGF`bT#0@B_4#TccAnR1bo9PV<s#&3uXfXo8+_LF7
z?`kPy08Q3MdPbQ<ErJMYy=<}3F}9I}B*#feI8;grVoEQ7PU(uxlzG;A=<LDsD2UXO
zypmlWhq3XJF;0|~AvQQ%*NHZ%02ADSSTN+@)Y?yWtFVZ$un51NywX`=YRT47(Oyof
z&v^JlxhUw68omf_aseoKq;)y}mI44)(V_EJVbmO8(~&=dVxz1hY9rV9$JxJC|Do<1
ze#_M)ifOY<*`Sb%;@K`J=N&51!$a}UyBD;BNcl>^-Z7V7hkUJQE(UKhBWX&_GOGyv
zwTx=0z|0o&-&KpY_}>+U#G=?&9jYN_w+<fO`@kMBECmP0>Es@{l&>$-^+q$DM1D<N
zuI;~&BS%%)K|g9yIqg>?f8N3S_Jw@+Zg|6_*`;F%&duJK*$SkY4nH<cOn7#U5NDQD
zTrkcj&<47|?u?rPu5S$Tu-ijet3Q2@rO@7!0@1S92hmM$wn-D*Bt+2x9`M^cJd()<
zA53<8N%tS2nG=xYF8|{cUmo^9Eq!s$(-leb|Eh0~F##H(XhbTwX0A7$7YE7aV-&ey
zN?x%-Ruw$bNh#E3x}4Rz9ueuALTG@yR>Ige#B*_qrd6b9X|!3e;BKrp>&RFi23Mgd
zp`c-&b3R_P4w@P7l~ggvkpfZ;6gJBN5&7>l(>W6U$2sQd>K>MFG3UXii$#8_iy;_@
zvr9nuq5UWJ(Ox~gSoda=s{EsXws<<0>`AHiuJP8^=^R+p04Fozw_vT{sB?G}#xIyz
zw2IvRCK*G+6CXKYRO_Uly~$zXP4AQ1Y;GhB%mc1x!D(%|H#aX+Q!gV9PJ~U5zF2<r
z-Crig4EG|u4Rt|q06lW(+UWE}AE3X*!9-i`a?x`ntBK91J6`<fEzC*5Zu<h-+(*rM
z>7$UzJsrQk=W-lhUSif>8CKd)Wz9JJy?eUq?Yu6L@3xAR)pFr40l8n{k(jyA0^Pcc
zknz;gDt^QHB%E<&2FlmdJ|InQ_M&hxSbmUerIphuzuYT_#Atu%T=W|-{xmu%9&n)U
zLoV3!3lGjQ0KtXqr>~g0w4CvjG1lQ4G+X{RHCD5SVobs3y|?B&T|K$G=3>uJej9l~
zIk&Cv1VrPnvJ(al(}HAM;s4Vd)&J8Rm*u`{Gb~|}BVK--RFr`%Lb0tE1Ggq9QpS-o
z%qoRR20A}Ub^Vh!Ep^|CYWDesf(S&_XI+Jm=o5xNS%)#j5oim1iU&!eCVc8dKu8VP
z>IqR_@$%3uLc@PlHfGL;E4X*#iArR-n_R-V-y|;^?e%jnJ^dj^Mk}T6O#2&uZI*#U
zWClK+^r+1$icqWM<d@*wohgE@m>qCSj?NKYXLHy?G?8I~M!;#+)u#amw%1Rm4I6Et
z>MFHN*u;$G;3uil7U{m@3*qDASYM;M2EZle=3=)TFa@@rc0{`<4^y(!E38E~hDY=}
zh_`c*88`f|1#X&gXK{}(-3AJf^v%Pu9PFpbs7@^8bLT^BKgEt4%&-m<Geku2rXm!9
z<T3$!g=pWp{%4-W{X57R9TNg1Jawr-BZrF|&U|B-Eh@T=N}WrM(xrNvg-UpEVdp*D
zh?;o6NGT=qGc024)0L>$m&YA2MVhfnzFAi!2C}xSc30#-x!sHAU1FT4v{{13xyf-&
zsJ9FQy?@0#O+<l{#V8rqnQ2Kc*U|4a48a_}CHHGUDR^?>EYd0kd%;L9!DlJh#R{&a
zX0RoI<<%|Nc!YhU2>zeB3Z3`wTm`Dtudfs!25v&&$JHfpf?c$hL{Y}cHLwY*44Lbv
z`+$T&c)RmxLX;uYngccH^>KKO3K~cS%YQV(#W3j~2d~Z}!tCy+EH0^syvl{s+pl!)
zhw+539(*?&Y^<x^7GAS8$j@ID4X~Akh$uES8pWq5cFNQt=l=M~|J4E+2!ExlLwQ%z
z|Ev9!1pi3U_At+o<I(@d{jbiG3I1dK^k|;jSowdoA2rF}pV`OV>uCI8VgIlE_($g!
z3j7HNx0Z#C)&KeEpD((gBmWU7mHLER?0;Rg|G&RAqH~(~uc)nHX1kXN>8xz9zaPLy
zSpM~!^pbz=^C|A!7_-V0qx|?PWmOYi&AOuF{Yle^S;N_9DC}`Ice%IxRnd`Anz@>7
zC;PEL`$TJ%WDnmI-m>=ebdPJjW1o5osbiD}y8p!dUvF*axBp1<SYbV405quhY{KL9
zTk*R}e@8wftSm?VopA@qH)I})%c!bqs?-FMt8<<uja;@8M$`ywDo!fSHa=sYfcd8h
zP4A}RBrU`S#WlQdrpE7+$8HfOSzKnE_O@{U_m0<p+YEO!i+=K)U>5PmmP!8~b8i(D
z^#b+_BOoCtDAJ{LBi$h>-5@P7bV&D5(%s$N-6`GO-QC@sQP|t<`>yZ1J8PY_=3*|G
z;XhA5zo&w8B7CZFgwo_?#uJiBf!-{#Dx2B8FHL!_nncCQcTwnmEzT)Jyq?W5^UiOy
zJHmycU{%n`E1NcEbl|_<KO*!qQ^+v4s^NtmfNwhJ?!_pTzy$;F_8haB*t-^T=+|qn
z>;1(K*G-parvSP(hDYhcEyB;*HGIUNFR+grm4$%0j%!x=z8*e*r_~hvq2!TilU#}9
zwKrN<I3{&(?zlc?pAl$4^7QuCc(m9ng65Tt?%rJ5%g-&*>$5*^1&kOr0sBH)vT?0{
zi_jqEvuxJS`mHO!bj=n0TxzX7+lL%kZzOV}SWG-0aopAO@{yI!;99iF`Jqpr+F}{-
zrgJ>{8`^N;&;DUJY8j);!iAQ~(oWE(AsjT5f!>+04i)1-z+bXx%lQm|Y>o<3RET_7
z(yE@3_4Zd!yr5u6)0T6vIM}~T;-%;tw$yD|Qp}Sv$JZS+@rY8LM!&*^zJV*<@QBJe
zLB5TJ1upCXu)mDzaIn1in~7!rFwu`u16}p~3kb?neHs20K*3b+k_TFdvO)~XYlV(6
zFUrb3NW?;{+ca<ef@9jL-r#&>hnQTn(^5udZ=^r64{DN*c+TEcbBq<Ebp5%#Y^Oo9
zS4UbZ);on#uo(vf{!(RaA^zI?J@27izNJm4;@1dH_Fd2K5qPD2%x6%$V7A_lfBd8e
zU<`bz;Slpy5i~RShx*^lp37eCbr5-r7~t3|fH!v4c+BBu?o$C*{bY(VipbVU9Dz!o
zFhj0xkM|(FG}YP00nUmhX{U2R&@nz=E^eDoc|<k<1r^APTK}PTv*r`6W&9Yp@^0DR
zW>@2Jazj<M2Ka1G($cj+M6GUume-IQnw3~bsQL@Aqp64|q@L1Z?R`!RUNjYIX3A-;
z>>P-z^H0whz7D`%12DZ2XguDIOi~rMG3vxA-}FJ~{oB$EJ*UmA#aQ1UUARG8bAq@K
zlisB@4U4Qef7H>wyNSMwoK|+-#Km{l^uon=8WZJWOghoTobg|}ibGhd8VVjE`H5uM
z9_VDyVZmk6W-5sQKaAv%K79E77XbFhswIa#TdagRN0oR&#NTsd<5N2?kN@lPfB*dv
z-;?RH$Lpi{L-v3B_savH)Xf;%xbc63X8tb3;J<s}N02lEHU9Ge&ySM~8V&f>T(7^Y
zcdGiA9zPji_GgMD!dU!mY<|rxd;%|cb}q_-afg35|NoZ2C7&mof5sQB_2;+$O9?&f
z=h*?)8OQ&P7XDpO^~FEh-JiQR^J=vw*!xl+e3`7qpH{OWtR&D=gGtEP?kyoRK3}#;
zl{H@*^yUA<Xft4zVYZG}m4%sd(s!V>2FP7f#n;*HjlCr6we3YWA$!!f(6$DI(REO0
zQx9@EWn95F#;7VMI`7O4j;k3i$$#Z__qTOh!HBim$1urE5L7mrF=J<tc$sz8A`t>@
zQjOff^<THRrTt7>VkTVF$&9y>xs`oMmlF3)v=5XVU%?V0X5#Ll`uOhR+t@nD(v6gS
zyP6*LOaoT3dqh9!q#vapS*8*PA1OV?>{2VBm+dY`_QYvH_3z=@s|L|P`3~$e2p=#!
zlK7t14|u^pf^t~$_hk;AW2jYBcl{1hneX6p;(w-E49kAjzUzEgR527B=<w}Jac>eS
zGI9+MM9z{mzKFYj5b$xAuCUI<C3|r8{|dQ<7+rqO3Ns6WA8~P$w(>Eue6ckDBQ?pR
z&+?D}LQ1|x@&9%)q7Mp03-$zJJYsS-ZkaG@-?OU+q@v&!ejGW+#Oh7j1(^>X&MSJ~
z?T<0@$uF{BAwZxcke7{5?=i+Tq~2Lyg|=7cN!QfQr9kL<s)GikUQcHsAReMMt!Bcq
zmWDrak{_5PkT7qSFX>@Y-S0%6m~HD9M`Zg~PWMD4JUBBE1x}^LA&w?ZR-7qlxjn9O
zKVBTs&h|rchs=_^Klo}EV7Jt?YP0qM|9I}Dj~gl*)@vWbNNysthSATh>bNK~Z`?@A
zPPqQ7S?tiyIJJcy9*VvYq!QW4=RnUQAv%M{YIdh7l1J~dj3vM~Ib0wTnEUYcD-EcY
zmv~UVYaP9%239jrbjstogLgnWZC<G`aM*8HiS_wp7PtidijCOyrfu>_pnl}}Ym=VK
zIBEmFd>Y(X$CZ$Gvg;L9?zm*aRtw$0w8?Zi7*l}^#z(`&8j%(68Fq1%I{UuZQ&eln
zht(}gsoAPj6<OVz*!OtMzWXM&OF?ajP94{#tc2$4xIw9`zieEdKFy=XP>-7ce@<Q9
z$4}nUfw8Dg87=J<$5IPIwdXfo{9N<ps?*a4EAMYBugh|(5flhE)x~3R(HsOzrSzoD
z6v3=&MaTTUY;Bx5z?`=KC!A}B`}`c51`Dk5)O`S#i*eK5@2ZU1C9<22Tr2w~QA@rW
z5&`#Mr89OC1AM%T8CBb8>BV|875#1fEh7<iy=cjNojn{|7LI8wv%|M)SZa&W%}w4}
z(X;Z!*r~kRwJuQtlbq^TO65mesy}>sgIN&n-t^oabk~&9p}k9%+mgs~LxuBO7>joF
z(nN?OVwPG;3{Mk8aHdh4dhyxKw<!MFV1#0*1lK0M_CA??ABr)PW1;HXn^IHJ`tS5K
zP=JuAw8AWDXKMEEENF{Qi<9=L4@4F3Yob4e-_DvDS|<#QUq<@~b07i}$y(b@*FS?M
zRqj!+=`x3rm!2%&v%Dlc2Rr*eh*t5`-h&_QjutUmeOQgk;t=U4Q5;{0ceuUZM1-@T
zpO5)uJFyc!*EL<HybLHt`FSZ3%mAWAMA6iw=n-8-6gmU7h#zV>z#zU3E{Vg!_R?gw
z%SS55HQPBZ>4!gQ9C!#$KG|&HRJzrntr?Om&svJ69lN)==}fR932MG^$l+W>r*ICl
zu&AE)f$H+gW%gJz%oTN`ly)~+ojI+ZU=Ifx<ZA_|1sX)A{-6^4b_UoJW}t54=V*7v
zMb|CRO1IHfiF}NXLVs2akoWt?T)PekK5^R`2xsn-;OQdXgQ!;~`FA|x7JO6O9vK7H
z5~1b%o~D37ZDTI%e5^j7`+&k7PP1`iCQBig)evE)`aafPQv<XgBs#JOgFLE!lgWA-
zMX!+#_2I`u6MF4_W2#G(YtDKwV*4AmgbrxT!X&mbM%&$Vp+(o~<se&hV?>LC+%N%d
z;iIf$Lms3ePD?_-kZ<Ko$ab+-yHH(vCc^lk*`BmUB3&r$Ts6vdJ7_WtvtnfU|DR`|
zh$ZNigqtA+8{ypJ8Jv7NdYX<8KDv(_z!!qMxWRBZWG>Bc<IaT9Nc#2n$5Rt(q<FVJ
zISG9byA%=5ABwtjBZMb|!N(QZK+EM)n9+UGLd9J}uzRW1SUOC1D#Knh0`XhhS-hy&
zMXE+g5m106j;N2PUmjV09;a}@JPMfB!}Ii*swyI(@!WPbzbM)6%MK-{M(Xs>hRp3>
zVYiEsF4K%&eEe$GPJ*kk0WfhnlKA7Pe>s_7vweWyP9_G%(mRS}t;B0dvg5TT(+ZP&
zB1~zfQeE-wp4k}qxsfmKAZK$WMf|$S8epwnaNIFC#(S>`ft?!2>Cr&3n=Gl-7praR
zMM72q#U&7)F^3;Yn6E?m3VQ<q*1^Pg-XgQ!zjAWBy!^zM`E;?XH=dtdZdTzg+kt%}
z9tGN6QdmmN?k)A`9h#VJOw~%b(q{+I@&vJ|)wy!|`&EFF_Gya8{Zx<?ulu9!9|1%C
zCtr9W*2Qlv2T4YN?rO8r(ROASgU(zJ?hn!EoXjX7FK11Iahyw@+|gUS?8pAGX))C0
z@Pn6ePy&+;dgx~*jD*Fh&uZ4I-v|P^?`q`rbNYTv!=-K*vsJ$iJq}qvnrc8D5BNqF
zc`_H2BegPzP%Cco9#{T$@?|$O`YJG%xm%KpzBN3GAu<E6e`+br0~x_ojh)Bylcq8%
zK6v}bk3I?kjMQV~H#{a%$JAFSU<V_|=Ss^vZ!ewUI6M(7Z1S1)D{tr1DM173<8&Oc
z2UM5Jl{`Rx@u)*dqZF;1I|ne(dFdZNc>nmBq3-8ep127oRiPigWVH3!Dgq>I>hEYX
z#o{o-Il%xqbdeTRDXjnS<^+xRCL8^jmV>%7r5`4+>6)93cL5Y^zWg0*I>~{U?Q+{}
zE0{^BO7SwY!<*WXg}S}cN^=nhDgL&AB<hi7Inu|1?%R(Wn|&m(siO=WRW}FmPM%u{
zL*SUmHSp9V`14Jo(loNhd8@i;q5Ym`!`jX!E=-o-T}o`6I4TQ6NJ?a`%9Zm9Rb%-4
z&lQ}cxhn`-)<N6+-cF$p0@{252TAQL#BdjnEAmv2+W+$Rg+TJ?a{`hu@m(d@<KI|U
z&M$zFK8sQZG!m60FiWI(Y#$)JlN!F!d5)turLCFeoR(NS|H8Drg7gFVP4A?`AjJi<
zX?nkZ{J#O@FJwU1;~7_w-)}KTb4B%c(S*aDMNK-h|7l>!a~xm?T7LUYOOg0PKmVVs
z=&zY8f0qhGJqnKdLk_6)aL$PC{9OeW5Cmdt#3`#H?y`4dQ0DoEYe%8aSb}=#!O!vk
z6;Zp2b3dUV);wWmZ~uJkIb8pL<<rOPxuddjwwx^2@{03xsA|gAbnE61r&qRR(h5M%
zU*+;{u}x5|d@zTv%5CQH^xAa@h|Ns+SEkA>_?*IEw?86_I<x9k2L(wSqSL${tUb}+
zeK?t!{mC%6%qIJ52lnZP2*SK95J*^yJob>JDw%OXK1llCSlJfv99R|^2^yHT?^k7>
zAG`=W%`&-9x`y^E;s@S!E-znfHiO0`t+_Y%C+F;b6}AU++AdbMLk_N8m!#f<)^_}t
z-t2VGK^&c7bd;>5zWFCKMQI(fsp+d?@`H-s+heJfN=`uAn15~M&S_qdj;PXj&|TuI
zZhXUXCHZkg?rBP`4*%WA24uTbJt?73z@7bAJQ{6kM25*@Z*Vs$zqM51{X~2UZkx^|
zbNEi$+ZWCU6R$@E#FRtSD6lD18K#|W=?>me=aDj>?`OFmor31%K<hF`b^T$HD1Hy<
zxdE+lnN4(0s7dxecO+gy2dG%^{lNa+ybQXlMU^iTKGU-QFq(7r8Nbt5>?Y>jo+|zQ
zZ9rY51UC3b2!TP7ern-Yw;0P@pdq-Bk+F5k*iVKIeVH^IFW)3l!Zc|iEunorlI4Xd
z>Q!d8KMI|~#Op)-n~Rgrc!PC-{5}EY^R$&Ua?Vtx_#PY{1VYE^i~ENu8xymzJTt#{
zS664)OxM(h1NFe7Z`MhP-_%l$iQnOaH*?+$`0y_LD*dvX>0foz34!{#I~Ux*1%y*~
z!@`az2~-M=%$Q>lC^0<!;Vwi{!y8{Lhw(G~TAIDoTR|h_h4<5p+mUL{^o7;CT!Ywn
zwx-t_N3<D?Nczp_msqUz3lhPZI7oAL=;)L7{=aI(J|jN}7OhASCLG5wTZ+cY-xJ=u
z_?M-cZe`>LvW8od#Ae5T!Z*lh;`mjUMbtDdx{R%7<J{Sm;*h!#LwmW;gVc4+xw5qF
z^ckj^;r%cx%!UCNs>8<7!8{BkHsPDUg{l7QvoQG?_YY8DtLzOrKUm;`b|>N(T!6MH
zZ?)#8*A10%GQC+2UUQ&gC9e!Xy0N?^iQZFZfpv2xM4^|CWfO!<coD`58f_u^WaXeF
z0$Yt4vtTK#89r_PNMT+e;<WX999iNAXuggQ+{nUVwP6YRa=`6e^p!{&#SkJFv7n9{
zIy%GfJzAMolk1N(erdwr^;evW(i_#$+r|s|Zyq``5KXtEQwiTh3F<*}5G1LWmTw_O
z<(j?RC$VaHGiEJKg%oQC1yg?Tg35y*EKy%pSW3o1)L5?o!tjfv)rKTs#nYhN6c~aV
zYieT5kDLChP@lk6A)i3DY5v#>q_JPi@ZeRzP(hO%Iw_#F<$NnaQ9llR{by=*7+W}q
zgzZx|Wq-N8t%rc^5NBQt#F*m~yt230jb_xBEdyd7{q8fR*VLKdqQ0aOSW*6404?<G
z@LkeqxP?~Dud{*oq<d^{EFO(u3a11O8=0;l<EacQGUUFJe(`xug<;qZ-PhLXYc{aF
ztKv)0J%BG~=^aa8IZhB+^H_v3F@^g}ua^}+e(u^An2_W*h17FdW;`k+0bP`<e^jL#
zZj-Ddm{L)hzE!jo>)MNmrgoym4vf5YJH;#N=!Goe^UuLB09<qZiM4*Y8!GqbWeK#e
zZ|9J=KT(hN$wA!sC8%)RASAmOIN&+WUwbc^{V9raZxu$2X9zcf&WAnKLvQ36QVD`U
zX8`vIvF^URA_6AKmKZ>z!t5nB!=SYXln?79v<EC`FL|KzWUMA|2yRI`yL-Pa>{M+<
zW73UG2Y1-Z+KSo5e0RZOr=!5*F=!yAB_pFHYm_}H-TSKX;s-dfoS*Wqx|#P+#&VCm
zN)yl`nikNa8oNZFLZ2l72Q*BSh}};LZwz!hMRJ4enN#Qg!DXmtE(0(wYRE^VxH@v-
z&C*k*^fOdn^LHYi3U#qi@?d#ult%&hoM2z^J~(_CmHcjS+!C?Pzy1Y+H_o8kpx(n+
zUce#d2*I)eXB{R<NJYzipe61tFbF2><&IQib%pE!GcVB$ClS1LVeFQXx9rID5GXdB
zyGH{E%<u{-sVp`va1lHJ!$yLWyh}a%Rq(_a(8;i{VZ-Eva&fiR3C%E^Z|%^@a6m&y
z8AFK`pw$QgEUyT}#=p0F{-+P-SE^<S`=q-1QF>zo(%@t8@^mWuQz{ews|?>7-a*T6
zMM=L_XPfVo;HxYB2%0ey&vx107L^A+RHPNVeFQBvm;V&_)W!UJpyeV{VnUVABp`I_
zrJidf&x+=*bV))13#d7v>x7dTgDOMm%jxlStYzBQFqDYp1EK8G(#Tt$UsJfCX&2Ty
zo42&~iMO9SL;Y22>58(i_8I|SARy*eBi}`LBs;66@!T0YPPKPP{}km?N4B{IwhwOF
zgh}Xtek<6|#<Cx0@$qN#;Mp|GOS!)cR&tLcPTB<ZmGggPwD!#t;#ay`ZZtX4281Kf
zoGO(uQ3{D5236_oYEEeR?qd_aWW8}~vc#mn<}18%`)amho%+cei;nBcOOf}x8+2fo
zi$Y4>xo?}V3}=U1OP35fwrqAX*NL=&>C5ibt&gwu@zzQ%OyEI-xbO!fjOC#s4v?^+
zsAETK0Oql^e~N=@vROl}AKw~?#UX)nw#?&SBQt+e7uhOfx1=QSOJjepd^Od0!&wJv
zuQ@MDf6M#6Z#WV5%XxjW?{tLQDF*i^Dc-RusyF6qr)YrH)4vcJOXO#!D(Fu}2?uS=
zkf~I5b_g>}`eonfS{Hsx=ud;uGCR;9o9CFgQqDnrmy${|LO(}<WL-^mQtcqguNd4f
zON%#K<jDk!^`AxvkR}Yl{u7q#(Nej+MTGgHR>@y>LqqhpmP86X#d%7#bj2s~Jjqn1
zpmA=Ymph<{Y9!w3@1nucvx~I{>-*m!VKYp*>obB2Vbb`kW%TcV<nIFN5BjyuWCY?{
z;Geww-}+ec>t|A6em^z-uN*vQ@a)emnK)n;kbimpCmh50xx07PCC>D}u>Nzvy5#zd
z;DSZt*S-Q5lk?aN3p0%v=RoktHPtnp4M9Y);AGf8$!IZnF9m{1Z-h&FtBPmIu5Ln%
z9i$IPtk(5Ob8L*oj0v4*Zoz}Y$7baQ(~>vTsj^f^vmM_d$K_E05^C}D7LCZOzpsvY
z)T_^Z%dd`$G+)gZ9aWM1e$diic4kAfxpK~SJ?<G4pb)9f=CGSfvmqpF&WsW3F%;RO
ztju&s4yuET!fgHpRsJI)<dUZasD91c$;+IaoS+*h^z0TKJLaG>CD$M*_9h9MDu!Nr
z0+e09BvhFyKVmxMA1`-!1=>OnwL`cun^)+8Uwl2%s#};D*Q~21X?C(R>E+=|M*eG`
z3C?@-;es~n`|>OV_4B45>vz6w71x-Hiq~8XWjhEta+Cx0l<lX^cc^WC^uETewU1;Y
zXb%f&=K~9K4&e_wC6~b*tqTV_-%-*$!lB=e-U3U-C-_O#PvnapKI>LE+;RPvUxV<^
z6|O!E&zBs^kbA#F<i=kivWzfhQo-I$z555i@}x21?e2W&3iLUQ%JlZ5jn>MH2u%16
z$fH8%vwHZ0K#JtegZRydpIi3bkX7mqI*>;KYsAi2I8=H?nsC^oolLYyKi{aoMn{sr
z&oaIajhdh4|Iy1uDG?>3kS`#B45L=5)qA)wUA>{ErRvnMFQp1N-gh5$e?T9jI9C|%
zi6QQ+Z`h%p-ZzG7K;%uP`GsSJRn$uE#@kP*c1hwu|B3pSkoli0#;Nn!y$W^oENK1|
zq;$x8Mvl?Nx-}|KCkIrTOb;Fh7vjJKt@7;}nTRsg1<%fQ5A2kie0&0<ndsgk(aj$i
zV#0S^-7J`(XsOSkx*Hp5X%!!~Pfg`lzKApA{-%ZE-cB~uLZrbR3Hh!LOvr^>GX(M7
z2UyB4A6$P(f<_u=hH@^~yJhT3cjCz+epLQ=g!KrIAdaGTj*;tec8amf93=EO@4MYa
zP_>eD>rjqC%DgML7HN}d)q#(#sY;atE!$w%0JjLZS1<D7izmsXM|c%9DiUef7j^2~
z?Q_3;+YUNGIsvFMm*%uLB^pGw%k9fExaSWzz-LqINQX?iZeq|{5X6rOzN6O`1f48!
zh#lxCbkc3JP*ELFM7L2NT~#GiMsYqVf`FF3Yg05V&GWbNsVcp6=8TLun)8NblQum9
z8NY&P!laWfJGu_3=G<N-G7I_s*e_LEH+b~hjg3Y{1a|Xn)0iuGQIZ59@eQ=yoycDu
zw*)ylU6xHLDD;g!s9wy*<S7g~xZ`!Zc&~cC*bi(uKjm5?Ra~xzr48BGJ0^c{Pw5qI
z6^d#o+u*wEjeO0clrZy1R?|$9m@#ZMZORmDlS5Fjfo3;Hgv}wL;ar<fba<q27_?@5
zZ80U4Mj1;-X-`Ug-7^MIEMJqe5Eul8D6{Dcg;KG^xIN6j%S<+N1%q*UdT}$oljPmc
z)&ekDzxF*5Os=f7&H_p`t78<|_M_9-ZMhuxMOavNi!|Y|R?X@91y7(|bQ_I`J!%~!
zhL>e=VX>VSc~W=f8yD5}U}>DuU7Ql8p%5=JS9rBN9%WGq5sOpC)A+T(y;(G>Q78va
z3*$I1we&ND=>)(u30J_WcEDZVUQQ6FC)}GYunX7hgqQS)quE(@Z)E|?@|93YRiZ*r
zqA}k_W$%7aauCW*zgnt#&thkGbsVluWvtVwW>Gi0vU#^L{aLF8DG=LFT_o16h+xeF
z9)pRAhR|+4Un-o2{=9N_zTDxB4Emx#8?gXYGMFl7t*BvF%-x+udVO}YI%9tdq&v}J
z^30&1(-)0gz23wtxw7b)S1gt?QxdMqo0rb#3rkr^N$)U_)t5(H5zvnA+5jcT!=q|A
zeCX6;m37L(I!&LVUo9d!`!gAD#WODgG8St0G9r*x#3>n~Xe&_$m9B9W()q(=`jV(D
z3@_!2?wubA*+cs(CjkMI*#X+K%i&}Dy)nY~%${FrB?=wmT5u^BL+mL$-?7u#wyfVw
zlnpy)cKy`Sy^D|Ut*QYCI*V7GVBlyNr^CO|_;Yt~2sS&-cC7e)Yi<^7FbXDz{Tady
zzw5X3=~mw``U<rW(U!J(Swz9*Az4#EI>Q6K)x;wUO|7tk!2Wnt*Jnne6|yK<I-AWh
zf$f?7qJ=r7=|YJvhR&WK-TR&Kg7A!-Bbb~5?3V@Mo|fo<^fesS2`mN&Mv0DBW=vsV
zcZ<Y?uMQFXMiuVwdqeRZX9fw!&$31KB4-m&Zwb*IuQu+rQbs%akBtHioA|-KSRTr2
z8BAZJUriVs$mFr(qGDJj=T_)%X7PFqr3r*lI9=>x58Q6*2`%(Rlbd&Q*7_?{H8p?b
z?^f^F7}w=@;<NX4IGej+B+r|rVcNhi2{c<xN9`gzcw@0cPM4E<2T4SU<QHI-&V=A3
zK^;I_BX%~M+H0Oi9rEf{K)vS++kl=bUeIw-@6?Kbd1?r1pL|rv1;HB&Eh@7meHz2n
z!9{DP4S(FbIR}l7MCO9Xl30v{RTENzfQzgG(duJAR&VVMz!oh6;y)LFUm$LwfE#3E
zTjlRXihut20wy@kpB`O;`-MIF2b!h`<a3t($3?|*4P9Bww%F<S8=N2LK(&zvEBsNJ
zy^}8T!rscwk^rrPiP<Fo*lSa~*99T7WwCPxisu*-D8T8Dw9@85R9e14va{Y?p8nUX
z?`~3#)csWwO)12*Us|XVX}_5Sc=^Hu#-t;^Kv|qyRxRxXilxBmime;&KUBw1b`e~@
zCQLSLt43FTH&6`liVf3#+wLECgwsSKnwSr_St<R^(7Hh_udZR|eZ*>7Z)xfR&A`DB
zlKwfWP@*Kp2tbzS1(ULcXA_4kTAxVTVtAA#dRTnz$a`46k1<k7Auk4B<F*#86dZ9Z
zw<$*ri<h`fOtfu123exmO^EM396r`kE^8PzmO%HLVB?PuFeO}%0uC;eKNfLHL=G{S
zO&|ykpoSb{vFS^g%>I}Z98$HO^GccQt0-d6XeNmb`qx~6!LYx2Vf8);Ba%~C{e$Tz
zNY;Yh8Pk4evrqjcUI<!j#Za#?2Ozx8`&9%2Y7uYGV|!QDGrP+?n*3p@YAsb6jogU?
zW}WnHBy0V#w4Ir(`)iG14O_Lgbx#MO84o$l>hM(spy|xDs>_1HrD~}RzA%d>ROl((
zsoAB?CDfOn`{|m+@aEBrC}T|3_DAXd;1@6%Dazj3%HFy%tfiu}lEk;bRJ4joDX=|H
zq|e+)wKbh?M;bAu3y=U;o!MFm6zZa$H1Z!R@b&j6%IK>!>yF}&QZ*hoFpnxpV>eMx
z<@YDIIIK}V_2<y5tj!Nez@oi~(k2_9Q137pjYmb;k7YY|D)lOiY81-vnGtYB<x<<w
zKtadGj?udrcC?B?V5)fu<NhzTxKUxUQ>@2IO5s#pC=&37rmg$~jjZca8tZzpvugHW
z+UqgxXYv&$0guK&TJ@<+29*qpLno`4#Eru&UqWw$v?fLr5~z!);hv7B`{p_R2&->{
zZULQ#J(zQr$aH6Ze2t^Nby|!Wn4JVC?LePN@-2eb=BMbyvgImi{5E~+ne%BD>=U+?
z_Q(W}U&Ll3<-~oifvgK1y|)t{KROm`5(H+9k2zOi0(Z{N?KO)|(WdR&KWh!hSDgA=
zs=dnixEP#Mv*j7Ick+Er|0}uUJKHwwnu{+AiD>~kH{&Xfn#)YRbiHgtfIWKt`(Odq
zUH8hkb%wI2QYr_183Mtqs2S^%=D2X$++<I+nVr&(Qkf*NSW^nVv7n#0M-xz;sv8{f
zO+~WQKVrX|&iV%LpE1`!RW?e+cYd+aS0tLC!3aNse!jHMoqP-P+qjnB+Cvdu6LOFE
z*XvlmEUC$-T#j2D0<X_I@uVsUjJ%G?JITfwtih$L)QyZ-qrSJDP)E2u(FWv^R$D3;
zwiRW`d7Bn-s!7|ClR8p*s4ItkmL3q@Py`d|=GaA>=NDv@=^0)mMxM(R_3=wTdi?6>
z3CAq~H@h{5pv2K-Oph}58l#LlZ|f#TwGWPwvpyvuft~By*j!(#uWu@x2yrRE)+i#O
z&}9qFmqXXQxA&wHcu&No;g0+6<YEQe1F)WTL6y-)P04&BX(8Dvguef!o3dv{!o2lY
z93x(eA=u9mrY=ws#v5>vGp|4CHVlZ-z?I%Fk1QPyqFRls><SS)M+IPKIw_CA5ti--
zd&Bhe4^orACT5BO_Bdfu0thM?%x%DViARQfdng}ctm6wL7HS#nMk8BAIF&DL!i}aT
z60kB0s8->ay~I_Wa<cvVz9C4WN%T?&lnKidYa@0SD;6Qf_s7`i(_vHEW1T#-w4FIF
z7}`0Q9eC-ktx*3PxLm${3S2JF;e~hJfZudGq($8%8mL9~iO0i;T*g17?9z^CTFyal
z6U{K7SQWbEZt5;!-u6bb^b_0skOF@=U5=$cXjrMGXp9b&GhKuGK)T(I-P<LWndiPS
z>X6D;7`55CcqWBsVm*P^O?Z%DAB-zl*`IhzbD!xK_`1)gI82~tw2G!ZU43=4=mEHq
ztqUA{Gx6aN0o%4~H3xCf=S)mjD;jHc60@xJ`sW9wR))fD65xoXyvNs1-7{J0Hl?f8
z+G%y^f>%Fp*91q~{SsRQt<kUNYzE3QTrAty6&#GYM<;1I)=Hg>8SH#gk6iJyu*i>2
zCQ3rrHlt`%b=aNqcXkZksc0yiQ_+pm6CU939Ixn3)xu(m<1*Fznp_6>7xBU3&`mGq
zK~KU)TN<oi3txPHQIPT@Nwr(K#E2Sc-f{&XOv2_T%}yJKn~DeL6!{AE9|D6+EylB{
zRWkixgZp;qUS+j%vu+;25c_;2l^N5aJX1h;ReLb-psn44B_7ygq6^*C>$je*7d5*4
zeM>OV+kPhYtE^0%H{uIok-Z~QRl^Z2%1TDbk=o|hdRpy@w7xrcFUu<{iP%o-L4<_B
z5;x6Cu?bbP&1fyJl<GV<n)Hr*RSAO<*K42REcx>J!Pxa7$0XTyzFwyXBz2}YD6Q@s
zcUW}Z<npi4mMM-+DoiA+aY1ff+hi^dNnr5(Z47^fN9Dhap_2r+q5toEq1{Q}$2!P5
zcst1VK!jY<1`NEM#`r84Rv)?JbP_zhjq*=?wMFrQVJwhU-a3+N1oXXKkXPa~zA4;Q
zkCEg&X#W@rFvuI^C$e4S4S3M}bx;}%Tp01U&}O_#c!U4ntHhwg(EnFI_MnYn*L20>
zXgQWC7DD5Iph9lCMfRf-6Lo|NWzzbigVy?ZIUIk`#i#YcNh<gWm8!sw4n6^aq^?55
z5cZ+Dj>NC~gW|pt&a$^oWaZ9^3XU4O+S=NEC2{L^^&Orj+`8%tQJQg%iHq3D!SaIL
zG395{f`%^imVRLf@t%wO6>2aY(NyWM@4lc4qiEkag4z7EWf3`YcQyB65|PUzLLF)U
z9*2)ld0$!PzC2UW!Z3+#Pi>j<eYh+kw<^g=&$7pw0O|#zt@%@gd)AFDbYHWsG~b9E
z24$-by5461Z;vOFc(Xd1#xy2l-+#So>g5m5G3l|P<9R<T)1=z}YWpN(oYFzR>o78L
z$NYtf&FJ8$+8V(`<|0Gy@Bu%N^=!T(U-e;+z2U@0;$CMOf7*0nlWQ!R4tQjty-ep$
z%;y2W&Y+X;q;2^?zBiT-nQO7?RS!(5<mgff%>QoCyK#DXpBdG4D~3P6r9>SK@s%uB
z!VMc@J6F+76c=HsaAxqt%KTGx22=04r{J|VjsL_B^}}wntE=ZOetBW9Dz$y3OvGgp
zLV$QoKpRMEB$%IsjdQs*$C>eQt*1)g<W6p_JC=yiO5b9htzIAFm-}Y@ayTB5ZR32e
z#C#g6CvJap+Lj$pRZdU7gPj&krG24YqpoJ2H?wXx?$IQ+Y>MEdI;pM}qin9`V6ybS
z0rZ27@*Cx()vyU@idxuCQ%RlKtokSR?0X0d)`(sfrLoCqY>u#6v?gKGXBHDqv3!?#
zFfkaYq<E|q#l!U{brbsJ!;fJB=9kU+$`U?3&l8r`iOr?XpfRy1%>6U4j9t0`&jSAz
z%e&j~{o8r8>|TKBKKJ2Et_YvRbBjgJ+DAvdsadbDzf`OkKRIwks#Th;!+Tc*oD!LM
z8*^zg66=^TmDK*ikN#&Sb&N>pq*#2zM=EpJe)L3aW}}N90^BIc;}qO&6xG(nuU|)|
zxNG;S=oE?)FQMAmnKXIYjxp=ktOb{Eu5q_up&j4GTB@HW)Pk}HdXUTP3Q(89$i3;D
z62S==wPdv3XTy&U^M;QuqYd0F=w`bczs0v(OKJ@?H&ty373#fE&B8D~u&){_7{?A&
z;W5s7*Wq-+t5egvPo~0p3{YF@^6?W^!GU8S9!|EcC88AS@xD8nRzNxMIeIA_S_@op
zV<rkz`GqdDh$J!_idjb-<`VPVbd2$1Mh#|ypGWExM;Z(?h;XVNwVnhCyunldYHp?_
z0vO0uL^?OH(kz&9zhizdzdBm>(=77FSSOYDiti@Y>m6-NW4WZbI-3n(Yl>s_&Bc7^
zs6R_BT`Q)puD}dKSF6oO4za5rZx!^PjuPw{Zp2d}#VA{oAq(*AtVdrZY2Hj#;_a>s
zmav1xS5HFxjBFQ1yeu()vwo{Z3a8o@d>(sA7=49VHQ~C<;G!BEfG*3wTJbV$^N_37
z=H%1}tC7<zWNRX_$FDw4@B0HwAKH{W^Ma0j!wK|{*d&yOa0olVPHDdI!c=CNgF*oM
zK*zp!i40J@uDiE1cKECHiUg9br!joWI{~NCkN9?!xJeHSdf2HJRT$WU?$&Z`nS%?q
z&d!{-K<-A?gAcPm2Yrh%Db-AUtC}A4KJD7x8*i1#SGF?w8Kpa+_L8c2z!CM&RXQMD
zia8%yU5RBq=qIx+ajKlPZfZe?pwq*bk_Fh<=-(7_H4NbC%bIc(HVK|x4wohz@9LoA
zda_9eAn?W^;3}DuZqpiCR9l_56JL2PBr~CO9K3O|89@M0iCJQ0kc!Tqcb4FH`Gfqi
zZEhLFu5~XihWY5e@b}ruf!$Lw>dwfo4?l4``=^Z^0eswzc7D#B&=0}+y+OBC3OezV
zTr3ryhKu#bCznk}K?#-a<XKMDCwgT%izK^s$|e{sAmtBw@vQt%ys3{&DNmqGGOr=_
zbmk+!I0X^xW*TSu;|V>|Y$-7?g7YT~i?--XyPN-kRhSEi;s|diB~?=}a@x=Ix|855
zk55R`-g^9`H=9RvrjUxV<=t$%?#nMt<=jNxXZ>z8Pmu{@%ij*&lyS7yzT7DjT2mT_
z?GUihP0yRD^d>9aM16qh8n;trb)nWw19ktfr{98!(D4+r=loitE)0Qhc+YQ--Jx#h
zizr%mD(XTUX2s={lLfEv?DQ6w%*qph;qY;X?v=%d-OV!eNzvTc0#ipX6bnWJ<6{dT
zuTAR{iX)?`<&h=JCMdi@&PfQEU17@k5$w*?WgBR+^@Eh2xVte%>@|U=>;QG#hGgvL
zFdNXUZ0JhbQSc=yPNU><j#RAX%b(MUS=x!kKhDk<5>ix9B_9ubgB~>JzR}*2iIo|V
zo6pZwUO|-FbxXXB>QM!f8O(5a`OKN(uOQ*0O1e;G_Okas(%f*LxT0|$a>xyngqaqw
zw)@-J3Cxwef8hV=a=gr`#`CicI5+bebM^&AT!{QIo_w3r_2|HST;s>M9JVPiYvdDG
zvHAD6qgcMqL7qvJSTV&4QwWGvacrerN{#sEU*TUv;Ylop9gUmNo5;vqP@;8O_Q28(
z4!}R4WI`fk)n9J7Rnuvh?yiOj_}ya`Kv<fz4se<JO3ZXOh9~!S){NrtK~Ez9t7d`a
zwgMgxnbD0-bohgdo{7}PXu<^_vp{;`GbfX2iW*1y#S=5nqbWd?wZ?`}j#WFBiV8!K
z|IGX*7W*y^ofE!CX0nX_kec0cZ^;IiOG4us`+lYKOaqM{m!iWfW#3CeuI{R<!uU;q
zg>RMw83xoDYz^>%Tow-ZUFzzU7mHA3D=Bo8xV8=f3d4;1d0MZL2+SPogPm0kUYy}q
zT+J57hNLNjR~OfN2TQ!62m}w;&eUNg*z`iqS#_^`9>=z@ZUv?r>ekixL1EMq&4=Hf
zV5IZgm$Or%KS0)-4D=*;ENa7J{itYyp{iZ_QO0+AHYoQSc8sTIjpkaM?{?9c#O*bf
zl=Estdbh8kn7Lf_^V&4iBICRov!Xa7PPSJ*CJN*!pH3h;P0U+TSYkM>8hBS<DAT_t
zg3$Bjf%DzyK;x_^kFGf0G__FOxGdDBdu)2lDu&0ol(fOv>3u(|hn?2X+K0l3do?Pb
z*%V!;(d^P1AKi(=kyy}bWMmV(&gatDnc3BIYL+4e?KpsSWRer+y-f*t;Yvk)A(9Jl
zb}iBLZSwEW+uWVAUZ)FP!8Cmf<5tEYLDpYSKc8O3cqHBje;d3Jws}UWRnOZ^<_xml
z;a}A|_0&V;9RgWRbo!9hut6MMsCyMv4_fgZw1$e`Ng3iS8GL1$mgyb9qsybN)y$zL
zrk2dD!Dh1W6)<c3=9{z57Lt_)qg?;G^?J<snAjM#{l4+>;@v|#OI;aKv@Zht%uC}Y
z?lX)<IJ!!M6K#6@{y?2vGFD~v>uoZ4gn2$7y)qqHkx^Q>1xGd^Z9Zf#rWlSmqp96P
z<XcEzgwm?wAS$>*_qCb!r7B#?v%tv3_b1;F!AKGN;@U+Ii~RcEds4-{v-0U&CwAly
z03<2cXZ86psB{ppCSKp~%vfIp^w1Si)r}Sg@$ai`K~oQP4DML#+${-p+<L<q;B6eX
z3OcUc7>b+pZH@?*gjv^zQuP`Rv2*nHU7Zirtlz;As`5~YR~y}43+<n*g~k?;%ZtE9
zftQOrs+rNsYpPXj<;_huA>6NW40)x?3%&|$tixXwF9N8;k6iMcSs^}tWmc0noh5NT
zG|BORaRY-Pk>Gw^kro)ygWwHZ1Tzm0AzIauc2R?3jFEr>c3;lZEca<)I;RdSW?fU>
zOHeHN-GHnTN*)#6<F)T&y?sHsSR&CfJ#zP$lPCxoJ52<dq52PA*pcyBQvw9z&KD?|
z>$GIHS`=mMI=D<4w@jLlPsnb0q6>Y>fXwEN-f|=cRSo2>O9g@5=lLxobd6_Xsfupl
z(JuppXpzz%Twq`vH$*)H(3rGDTF|=>b>17yj_^3aW`Ela69|4E#x(y<71jWBpcHK&
zeAqKfBlbb?+nBnP!{c?khvNXL!KK1m!Vjtf7W`_76?nLh6iI3JnU`V;(wD|xacJku
zq(j<8)^bFZT&*ol#}NFQHg=T)Oo#0No)vCBEWm8#0JB})Z{Cfgy~RxK0w>mkE+2_h
z-i7KhEMnu(-TgeCyS&*&fDsfs{r(UcbHu6~FF-t4E{mn%u68*^1v77v5sIB)U<gJ1
z8Qy$YASs1#K~EYS(^5qqi|oWva*M5i9b31OB>K%x+w7bJ$qhV|RGx&N(IN$22~P2@
zCX2@ct2yIw^+j$NWPFf7k_LAgM;6HPQP|rQTpJ@JNxoMfM6vR-DM#Dkyl>&M*lP9a
zl%afxZC!0geanB_cs>lkF%6%4hf>-2npE1dDn==*;I^!f`QUE9*lLV{uS2*m4<(0*
z?Jk(WGad1;Ty|7S9G6ms&*L#(T_S_#XI_zOm40}VP1P70Bq)IkCw_`r*P;2EOu2Qf
zrXlW^Jc=&u7&&b*zC1GNgN{8_-`#7S6KFg4(~mf-S@R~z?$W)!AiRz;WE3#cL`~pn
zq9dCrQ}-lH_j|Rxn|~!j>!MRn-zu@W3kCfqj@59u@TwsR9$j11ihi@5w{An+DM?Hk
z8a~-a%ul6my|CV>l<HEq=frOcJIz_@Zp01$=Qgd@#^7GK0sY77d7G1w3F^dlIf8yF
z;rhX!#m3umhl=qk7<pZEuTjF7e3A6ixjW<UPqfFkqQ*$<DPLt3XD8I%<zoxO{-7!=
z@a{#F33ZrRpE&rQA~tK$sQ9)7@K$-DTeqd0)Ay2jpH+iHjIEb5v4qilFgIr|ttWsH
z2xrLeG9Rq0&Gf0S?V&$8=3|*)6Q4cNh*#gI#)@S7nW=SzH-o#Uv$%*j5+X}@_~(~>
znO$33U3})RcG+%M@Dz^bMfvb4?h6ahQ_E}vLi;aF=~-O2z0Z<YFS=^|Z}`EM<shd&
zC)mb07%(L>lzKSwY@>xN@P_l-Lq#CGz;9@xLTNvK2Zg|;48S5MBZwf0$s*iK_b=S3
z73HMxcCuBnjJf)BcDan7kBqJHbxr?Gd+(MWWs+P}_jf(|5d(?Ys*e$S%5ePGLld2+
zyiQUkp9&oM1JTAcsTe1A<b!bVDB$ltPJ@7UEr-itNc%<XCMiC2U4b@A=de;bgwiGf
zDI~`S(k|RvD2cllFAybTTrdm-vB~9d;0&e~KoIPjZR{i7EPc3moh&<Q0vh+@>+2q@
zBIm_O=Q(z0iPi^*8-k-glIosS!(|dVi(?;;MT$$7a#sm+_PnuJYana*J+G<FP*iid
zPb;%g`Z|VKUzhsCSL>ZJq0@l2o9$_cg_)tDfeY%PN2l4k6Ei{t-zj+K62X9z08FEn
zC9NiC7>N%_oqCRjlo?Fi6$+y%D4HB<pHG5hLk7>rvogvTg_BIsI~;<6d@^h_bopNZ
zyX#wM0yK7M+Np+o$yx(9;2+5)BzVu8q|?@vNGP7HN!c{302lHxY2gR;gaO7NL|o2&
z^$;T?)qIY@fx#@>7<M}kl98{Udn(l%bi}XOUn7$6xy&DzcP%zA`RIe)(zVilWGZK&
zWYH4oCG&@6S6*b+78se(e~)fk?yzTd3(>N=c}UJ6ZE#sx05hFv9hRV5`XTVJ(141K
zXC^6LuTp1C+jt$`4i?;d@Q7|fFLY8aT^pTa>xx~GVmXZ%uFK<;%x(8WCIDnq(C&Z>
z8>!Z6jqGT)@Q-4YJ4gL^Be(mSA#UKcU@D=Gew`77W&ClXVfLIuw(P{+O;RbB;hkaQ
z0s$+#XaMJ!u3eBjs;{|YAU36bEc8cUtehXr?cLHEx=J2B7=pgVjFUFz;_3z#scq~J
z-_A(4=&SK~6{Jb%kkeqi>)X#LI$8sYR?d8`n_Tuv|N8c4SrV*MT&)XLrOwo#u3wW4
zlPMMu1TV4UK#obV8+^U7_4fsWmaXdCl;DCE5UO-wwn$v3#jNdcbW&~V;07=<o}V6e
zG(0#t5b1M5ZY5Fo`|0)L?1L32_#VyESZeYLn@CAbXw2mCH-0*8=51g;0N6gbk5BgW
zAnX#W7N2rl$!h!qAUo2riSb?MTWyVvNBQ<-bDO6gQ!3S4bJ-B)oj>lKsdM683)f_Q
zt<>%81cvZF1}0pb6K8I!d&BQhYeDKYmT!uh*eNbd6fF|aat@xpqim3tcVs_-qjfi)
zJuZw*3KN2sP3)$w1L~l5YsYR6p9zRAbkPqp;0@8}a<TLCDmKr)lVYBKTXCD`U1WW`
zlEuL<cj*l=eK=}HpOq@cL_cLcB-u41VZma+xlP^3e%Oj^mLWGjrgmVUZ7+}K%(7u2
zTu*Z?Y*j(SlWz#)QGxfN3M65O5L0HipX4;OJP&`&p+Uq$B$Nk-s7Hp?$MikShax>J
z4Ykg5Vll{b<%FUGRDdp$)JGQIKv?t;_p7+}0lTSqyQo8}SWLU}^3=O<Ai+zPI^%xC
zgm&_G+-*mv_G#0vi6e)x;BOQNA)p+aPMe20_DJAszd{S47I36>1+sc)q*T>d9nA)y
z91bGsf9l!<LZ0fp)w#je$9wtmtY7hLK&-28a8Ub@^Tt-gzS9N`4I}IjMyoY5HQL#_
zq3mRh7b!ulyzu<&V?U$BTgW5?++p>H*tBuA^h>ya>m&rMwKssm@BD)&qo1nLOM0jA
zNvi-6(@n244kBlb6<Y2;C<`X-$ZOU&Z^wncI-$;wX8s{MVx`!L8>%hmTiEUi4Ef^J
z-_-mupu>9b`Wo@{@*on^`xA_d%gz(fnsZ}otFm82&3V3gIsNwdF4ban@O_yRx#e(F
zRi;9VZst#!q0)xay&o@XS5ER87?ZbU-Zr*o5K)Inw2-1FEIZ~m8wzA8v^Bm)$t%nB
zN?2PQip(-yEwk)l20rW@>ISAZTv!sckGt>k-6fk@434^vYhs4X8e2?iQ9g=vQWuR4
zx@KwWv%c*PDxSb(rs<g@Tj?H)e3xs=h1;-fx#m^L4M}n{6Zs}JT~o0e!pn#FrLC{#
z7gAsg8j;Y}4aFIWVUEXs!XEQye}a!((Fqa@SDbI8(qJT!vCS_!Wul3-(!W#=w_4Og
z6(!)ZYA8!N7!Slt?FDlyU9A=2;SHWM5XRBpYu)t6f{>PiZxa2hlQx*Z)b3)Szl%`g
z!2<vY{!!%g#J}tH-e-u79@d5z;2to=dOijF&B4&c4d^3ZGEej*BGDjdy%cnfm!NZd
zLo~}R?C+*6YD+q(9X@DV@xpRNhtnxmMsZ0jtBHDFzrPX^S*dpBD-4PI*<>1W5rxhe
zMpfpN2CIqJycaeUlDUwlAa)p~I66K0%Fz=29QX-ao9=4fWOkTG&>%P;k$iCri|d#%
ze11_|$IBGOy<!3HmWojZt=3;FYcaj<)Zm;ltg+RlpkhLygfT+^-OEq<M*mI&Z=~}r
zx$<D|r1&iG>WFZ?zR4(#7f>!6pGGH@;|ogXKjYG#34MtxNPjR`*^DypMeWcIhMPj6
zZ~_X~tVPa-a|eAYHcn8Ov=z@?lZ$IpIyAZocgo<N%)=c_L!bvTe(?gy9MYxHLvqr~
zHim6n`NXBl8^iE@5bS~T3--uGk`z47*2vjeT|TZ{T(=xrH!|4eq0^`4mFYyE#W=%Q
zJFKO&s@N8)H`X&OWfBb{_M`OJdh2?)BXmZ@1~H?hZtYbfj-9!G0CfYrovxZD-Q`Qe
zpNaQOg1TWy#UFUEy`dah3@B7+6W~cOty8knbM1T!$hTm<M}IF{KM!Kp_fI;u3T+)(
z04${?y#eenuR^xN+W<)F9u%1Ql|x}%q5?7haKO=2?6Psrb<aV7&O*fxCE*F+v6VrI
z*?Z5`JE&OwTdbU(Q^<p4ZudtiF97iZ1-50$0V=*vI?ce(H;f!5fcIayeZ2!Y9UbFN
zlefD1Oz}V)YGk{H38{x~ba9=8j~R6=-{p(JR<`>_N`Cl2vmnjFf&hILTuyWma6Cy;
zXH#XWRu4kMB_p2#iwJC(Pgsz(0nLQ>Lb?;Ma#eCJZa0Lk8>!5!(<8dqCQapI1KE*0
zN|d5-n_EK0Lc`?Ua{UPm)<O{NIW$*R5hd*o5jx58=RF(;l4)t*-VhR-D&D==Ua{eo
zxNNf#R@E14BAAHq{D1)C!u?3}l$$@y&lbOdw0GxzXgu87f*Rz!S;&5C<<gvnq?cb^
zZ7{(X3Q>-DJR0nc=XFf~Lp&nCW61`YDw>{QdKGI=76P<KPh*FwaU?E~QWe=^W&(RL
z4eE-rzUkem;U^PNXHvG%Q~G5P2>$go_+K@Yp{OUfI1}aMQ~N(kC}RZ4o-<ON!VH2h
z@<9Xwq00ZhwnV^pNN^Y^_In%o=KuOaFmQvX7O0HaG%)!;^`hTZ^fSWeS`I)x)#T5&
z{r*}8*x$u<>3%7&JT{`C9TJwXNVOfkeP&YW=jN*C7AxYXszrI&Rfq~YIH+1+Upx#d
z7ethxd4f{SfB!a{_vuIPoUv2vW4UJD&8PQP0zOAs1!7A7_pu;(xv|^RJTrcN5{y+N
zTq0BXq_1P-ICk}OFr+vZtF-RyVm$*XDeLHnX(OTNdkD=FzWZpk#O;f9ee=V6ZFi2R
z--=wPJL~;5sHg2z$3G2h67bZ8mK<g2^a~~*{c7J|!=ycu4w}WeAy)(c6_EV<pf22>
zo;(9Oyaj0C7kB`RO31z4XyVa&(s!Ek+nBt|1C`G_do>6)ReA&7-Mpj^om&vy(3+gM
zY~C&U$dsVs%K;0u^wq5QRa@6fcKlHQC1II5+TC8W2Ifi-p#W9NRf@$*Y>rT@Me7wR
zls|$O)$aHMKj07Bj=m!PwiMf1G$c4h0$a64YWWA?pvIz5gCPQ5)&y9m{q14Q9Za}i
z7)dNIlU-Rt&8(0?$is-iV8g{+a}14wt)tpr6gwx^vhphel(6qwll{DlqrIzuy^M*8
z3(251>c6<X_5Qi^_lon~C6sFiR;a?P#jc`iEZyCH%Atqq+PMyY!|Cp1wSZx5Xsv1M
zN$~bz5Mc;E>Nc$)Ba)tS*}1=ojl($UNs*MJ&Y14|$GIb#!);Xcd+$?j`!sSX=s(nD
zZ+wpXt^(f!lrwi}D<6WXoN`ivs4OZLVeKM}nbO3x7xTTRO1H!mqhj28WyIyjHp7>C
z88Gn~OUP+y?Lj?8@`STlo^XF^lA!uxt-zCbsqVg9+xZNR!_l5wJPL?Voc*F(@P%=L
zW+G8{b2%(<^-XE}t;zS<+|kL?tG%s3eT(Uu8Ec%yf7&fldYKXK{;OPD&kZ@&83@5y
zg0Pn9y;xNUVM{mP`Bn7g&d=%Uu4?%<)JJz1#qC`QrUJv~QuFWcju3q}ZwH|2+1*q9
zO5aETA8J4icG4>&U(WVl+wJZLGsoW!r``Ls{88|wk|*Wv=`;_{o+r7V3ql)wpk<|%
zQtG@40Xn8yEc)sb^k1FNdnV~|&4g!*j2RRxV{l0&nTW+c(A<kt7^Gjt*7H$~lISdT
zk#@fF=MS|kOk<YiGuA7{`46FzZJxE&#sQ(i3e#0S%e^p@F%BGaOF%VjT>#V1hS>}(
z%>y0}MACm>tYS~JO*jD4{@3I@y|G<+u37rvN`is?4_l`H+%jef{Q=^S1pHF8W+aIx
zEtj}+0SEg_7QtM_k)B!~ve>}T|9yt1H;J}ScFt)9`aRemjs2~?ma$I`gKhpr*Z+8u
zqqZm4yN$$^4ECQN_UlWNN1wEPdixExXJ-PpnEubkYIluUq)OsM%KA+^PAld6cK^Nd
zQ3Vqg26XPc)r*`_RN6v0sdStHPAl=p?&{DGnXgo(qx+RNWm(kWtb2(+3ZlL$#75bl
zH>y-KV2NTFQnmf}SuNR~tgf{KbPBfztX?4H>E?ZZ@%G8!O1h>&$i(;ajAc3!p!kYd
zjjMhfip*M*v!O)8hV>dj7rNb*#Bxl(Jrvn;jt1R?>i4c`{_2K{ovRQ!PvdF|&3xBy
zBVR2(LjB<#cQWyFmlW|03?Nr1ndSem_m)vnZh!o!g@`B!2uL?bOG|fmOAJUiNH>Ud
zH$x86-8rO6Gjuo7HFWo#BOLYoUfg@vx-b9N7tXL2?EUQh?fN_p`);U;5VR8RffV(k
zuq0|;kT3&$H^5T$;RgBh+v|~5kp+g~ojw->a^ahtJnPqLjw~CnF4*^g4Lf$6l)m;&
z&a8!Cj3IzvH~6_09s|i$xiXMtEoDYFDpaAV<~pCi?tA8bH2UBlefHoHH{Tt(xd(*b
zDu_SY9!($()6$40(zxA|SzWg#ip-%B14ib%974!ExuFoI(QU4m2n?u-JasfR{GF^e
z73?Z*@3vGk#(-6(N{^gp3hR0zD}WMjZf9AC-1Uf|_G<4;^ea&QBe?%^-^Pu=dH$<U
z%kLtqxcg14N@2~2nIPh0(l|zZ^_yeQ6qM`P5H-(BuMPUcAp^_Ptl5IDz&K$D?)5rj
zuk+~;%aqE=r{U#Ek{{du>;ml-q4|rK`TFlvwMqXGs>C+tlc!>;{!gvffTO7f`XkDt
zpsV^zfz?mwtCo%I8!HLC+2}&OAUr-GV5SU8FY5EIY*iG9wPF@(M&5g{M!zMLh%_De
z<nN1{<-ZfX*+Gi88L6ld`jelLq?hYxJ~xM`5Q$*anlkAcQ|et@I~d74LMXm!hmTBs
zGGwq!pP~Qo%D_)&zyR;$73v@6<MSlG_i#pPO0$v>>?DBPZ`ozG-T*<hv^Z&COBo!t
zXuPh@MgTkX!K*3b>YsAo7g%g>bR5d3XK^vafZQPft~GiQy8aA3{-5;GUBoZ`$b8V9
z+-5DdJY0n*9-suQj=|tSUXoe8sz+^}d}ZdBpFV2@>$(F;M;=vdj&RqEoee9MTpPgA
zu7U|pZBQvEd1*OY3VrAhM^tO!|5_L2&TrP8MYeT~;yV^TdBCXdP|Lu;L`}izHtBeD
zpju*CWPW<!pbQF5b5i(pPA9$2$T8tv;&bI7`G`B3!(0Q}0G4z%!MeI?m)R_*7MJgD
zXkMus-w5M}@^6Xryv6xTVEFEvSRMpFc=pOGDx_sM#2_4XiPwrIsQG(r<kb<wwVGkG
zn!_rQ!2q@i9*Jje!h6=#wJZzcVU-T;#vES6P=#)?4{Bzim9o-2r%Mu7E=%8DMNUMC
z%>2>!|0o{dy($LQBac$@e_JUmu^-_~ir@PI_vh>|UQoHyqLrv3FaBb@Un=j(y}$ac
z(i-!x6a3O}g?DPrge>IEfA#CbSI?yGq|wV{iSB=w{BY;?4N1KD-{u~|SMi@Yf<#|R
zJ|1od{O^*b_fBT)JKg_L*?ffW?$q7W?9lqZS^J;wAIa`qT56qEu7xM25{M^lcrT_w
zrQG}G3ytL7B7dpg1lj**)jPEewW%#;ra#_vXBR=LdA|eVcHij?tZ1M+$N2I0-i`O>
zr*Ympx9k>m09RwR|1wEucqO$>yiLFKFBLp_Qz;!xc`)Bxm7`_LX@j~P!gZCi*JH^2
zICgKO6l;s_{W6qzM$6UysuQb)RTG23<}36FAH2M_Mv%Sv>CYs>gJ(xXcTU!cj%xa*
zhsZBQ9L4*8tBBJAE9)z?62v2KO-ylx#{kk71q+BWsvLkmk(`RM3mKEMbYHvi2%F+B
zs-iv5n$1TIdYvgwqxCalb}gDsTZBqhntMX(w{_9iQuVPduFtWPVgerh9X8P3hYdv@
zg51|Be6IH7ff?gt`kj6}4bki_nqtd&&xZ^$^XIN?y8dbOl(OfP6%+^|MZNC)f2Wwu
z?Gje&&ey`5XWjZpT4B&sQI6XR-Eky;X$``GjC%u|k>dLUo%m;`4zZalXn4*L0JIS2
z7Ty%6G2p7a+PdW+xv0mgxH)+|ti75Anc0!7SB*xa4Iab07&J&c+{rSlEP^h;x}imV
zrq>w>T#E@NusdZ^N1PD;lBNNs`|ygX(MRDD&g<dOXd3^_xxuj!7M8to6~*mNQv|!F
zFIdA$#>IIx+yqX(!U%rA0Mn7?5`sb`Rd_yVAabt0lqg<der-^`5{tDz!|i`<z=+}V
zN3_45-ic88sp~726YPiLaWB_P6^bE`&LGC<y82!PtR#MMjM?*6j;o{*KfA5mUY(1>
z%2hXv5*XjK4c}n+&{2;$#$6xdXapUF8sb$yL-<>wT*B^z(6u;6&L$OYJ%-Lz&L&w?
zUQ%`@t~a|802@Nk7iF}uQbpo?;8X2L`(EjjQ*W|od<xWo%^z;a09g;S|2#Mna=88>
zLi7-50M!y*y<VdnWFzWc#{W;BU%;I^b(xDJZ(;Qcwvp{t2Y!@a6k7lwaNazCMNoNg
zr^0_wyFXj(Ld|{?q+xbtl0SY^{sjXD$mhx)7z0g>OVKHEe*%b0YVCQ`Odd-Bp2va8
z{S^#+=Ht6#z?aW(*iva8jbctd?lhiUXm9N)Oor|m%nw4e8|$jdXCc$d&UAi@;@?-I
zx4JVR#x0oI2<O{zPh80DC#ol$ZGi_vjA!SeDI*4|QRyIOPss7pqDEGKUJi@7vCJZ+
zgA*U=g)-MZWiB;$@3B8oDIYJ%Fa6W)G1mAlCmaC=`0rsv;~Mkk)>%*f>ZQj{<6qhy
ztAJ&QL*zz|$=aN!UvhdNyC|&LMb;AoJ1a)Av|7O|)7|s{OrW|re)w4Mj6d=RDSmt%
z=e+vU|0qP4(0lR~Ey+a+JkjjCP#0~i2t=UQ{98T!tr!0o@4Fb4@8kWIN#QvDVY)k~
z_M60=x1jPP09Km$kE`zW?T+)Y<5_q9T)^FupJVSxUF3uE_%C7k<wSek87by>7Bg`F
zv*bhSJB6l>K=QZ4`Rh?0-8tMQAE#;&|98p%Lk!ygPq=%R<o~ND@*y_9+TX$gd3suX
z3O`@h8VJ?5a9f`ineL=Rzil<x)Un%^rXA7V{;s!ja^~=9@BGreyQ9hLx(WUx;k|ov
z^!h&0rNn#u3EYc5e(P*abL-4QTm$wm*eX~gh|yZGz%8XKkY_3^4TVx8j^@|+53=k|
z;C5V^iKbD%VMOi@y}3T#L`?Ve?#h+G9{l!j3%~zq{t!wj+Wj$IzT8QXYkIg#T2D+Z
zX&MBijtg{YM#B%%dRJ1PpG)1f+MDU@+9(Q~6md`u4R>Vc4k>nSxzKj<6h`NI=9g*S
zua^hGzkK?17$WwsB!*MpJvtS;OyaJ4dF!XReUm)`WFYlqL|905%Gi{MgA(cv(<9hY
z?7D&!_G*K|JfCk(oc#u7!xdGJ-|clEpie!zm%+`use&vQl5g8h(Y9fR75#2j5*41B
zHVuWNOR@@O;vVL|*1Vv6FsSv!<qaUm9%jKY9TyLFmVl>Pg>E!8;wSGumGreC{;OZS
zwC=r7t(~Tw++uc{iiOxSVg}a}8^M%oyR0V8=eybl6EbENB$vS1>(NAfk#Q5im^Qn8
z5`g<f!!%Tg|F`M`5Z<X{Iy?S(Lz5E9i=wsG@MY8SF7C@SiFfDvAzx|D3vz2+S8W!&
zLbl-PF|y}#>xKtRd#A^Spmu|@IL)J<Zks41t+jj=Wp+(#JuepRsX{%5tVW)2gf0^)
z15zS2+>}Z<R%|v_4yNESfPveUW2_3SE!rQ<oFiNteUcmrGa^hY)hAljyFH=RP;PUF
zH;yl{4FTV)I=3y?R@e^PdCckRtfL7dlugEWM=CpI`dRB@?fhmroXRRkbhfce(wTwA
zcv}+ws`7pbc<J@p_H1p#-d*4ttI1IKimoOiap1<9M=fr<)7L@!8xiRg--NIGU)#c}
zr}3nKk?04nMm3S#U!nS7&!dcH@zeoag6n=xtPDjZlBZ&r(H5siX(Ug44~B04Wb&c?
zrj~ku;smvE7MISD^%{BQ{uzv4c{YPWA1Z^nD{B4tx4!<HM4}~hTOSxPb!BOJ-C=nv
zE>64kqi{V(bMmGe(}rZ{g;Szc2{A45Ykcs=QLMVNgNao2E#>lF>}H~LBmyxRGFJr^
z8PMXTsVr~gqHS<_a)SjsP}UZYBZ4?HOE!*|0@$hE#aLueR2F(PE+y+`I~AzNV-K_A
z^qk2b*7q{g&fSY9YEMTN-Pg7n+5|MV3$vb<dA?v*p}`1q$P;FYf><pZs<FEPZGxdD
zd0<+uv>#9tg!6-iH(y#pmXp{MjD#6cKG<Z6$;h?^(Tp7;;}mpb6f#|vrayV^hMlA_
zN?srw9Y?0WS&pYljl9E24s2<e&x+~NqyEfo>G%oI9%8K3?58HPM7up@@2sTAw!*g2
z?wA*zP0&=v`<?5fe||hj^Sg%hrj_asYqQ6x0DGvIwKpLN_WQRq)XncbqfV>kx^HHt
zVkC#Ax4+3O@kx5Fv8k*X97x=*MGY&fM_d#4{4vX4Iq!Wz&dY4f?xD?9S{CyD_Sf=3
z&YTN|5#-BRDU~vm!acmcqy}Tp1C8*@DNxUzJT2yKBs=*kOX?{uY`_~~7;X_3G0Gb4
z$-X;{(3Xy_t4_W3Y+5X`jeJ0*en!SRK%!ZKRaP1d^ptPq#dJ_Z4cvxzz$q4&c;(#7
zbh=|2EJQo@ZKwsa2+auuofWDGhJ!alAT|_hHBd_oq+ygLR<Y@d-wqD3`8*=6B9~(m
zUnkYKg9dV}Q$LC<?NIfz%Z7*n0}n;qHZQa#6(*V>J6jpTYw`Pu1q$nqso3X`P}LV@
z{Wx!};Ht87dea1!f)_-!D>9XWPrp7GtLE%}Wl2DuK*B#Ga_6JK{{PB$ANjIf?hJ0_
zQ#1C3Qdr5<t(jjPiXtC&fj01-eTW{DBX@h=GM)`>R#4MYR8{dX+v?A*cA-7-%Xu*`
zPR~Aq1OTVRx^52>xXoJh7jxW5I;g2w-VD7PE@EX`3CnqVn(!FDwZTqP=wjc@F?VzE
zK%;!iD^s&rv^&tbzL3P6L>N8p^SK;te&P&TM~SNP*n2uaUu;!>qWQ3ygOtnD@5q>@
z&R#1QYSc4MYU~bR;fA+~9wqN>XzQ09pgcHhkmR%ELpDnad|6COmPuKP_W|iY=x6H2
zf9AiXKVKD9yrSb!C5aD!-SB=0tybUA@|Pd^bq7H~@!DYrZ!WG!4vq*Ln3@EA+XbP%
zQ4LWx;J4G{ohK1}sQvsI`QGb{^De1c)w?Om`!T1pLfN$hW#PHW3~BJWi0jfh;ZpR6
zPp!C895S-YS8oDGD$<i$-(Y;pdv$YYFVHvngA)tWmN#aOXVq2cpi4%Ub^d(={EFkw
z_rCWXZ4ds06JK%e*%PNedo9>BeBPwi+*mDU&%1KubpS%z0LsG<6iI?2$+T8t@e8Ep
z@{~((19_vZVu-zF;ngbDq}e-<UFG5WOt24PiyO3xc`YXEC0o_19}&CB1r^AHEW7HU
z0hXcDb`{p8I;qIibw<Gh%L}x;xE2T&ke($16M~y%LCCz<8JTkUX~O!*!-MIVvpdk}
zY_w?7Z}KJxxdTfv)M-5vE~IRsP%c|pn-XK>)`fTFoFe*>PKno&TMw9)1!i^*aED!M
zxgZg_H*%L}MLd#ql*4q*tw<;<yskl^qeTuU@xio|)}H`|tX}0(yqY~7I?5}vLl^#)
ztjdKv+tA#Mq1<rB9fqIgIT{EW)^AVYM#*Z*vhu~;mcGw^N%vBEy%0Myprkvyh~B;z
zJ>O@9gqz-aB&Z&bK?SJ{?$18Zki9)~;!)wVr1^1g$_8%lIsEptwp7ln;X2z$H2#!y
zQqxrIa2rWAIS`zFZ0BCIaDurN=F@7lBSpIhrDCLLteoh{*&Dumd5anS#*HMrLo@Bh
zM?4gL9PB|#5xF}?8wW8LKHVs<p4AAk*REDn6QCj=;tcL7`lL^l`e1lheqm$Y;-HhQ
zOIjR*S0Xrf8P8V>Svzhtb)rN6=ZL1+5v@`T<heg_W5;7iCQD3EwpztAz?f#F=;XQV
zG7G({(`e2q4kJ;3w?R)DqjB`EoVD4pfZvl+|C2NOCP<G<9?-qAhvZ~X1j3Lb>WIVH
zXD&J--><9M^h~8;JfKw85l!pn8)6;V9LeiR1%t3g_nOQl-b{v4Id#PDdW7cRdeJ5I
z-c@Rbuh+~ttJXaEyf@VPBz)CL%a*;qd)eO1Zcq4w1V4Z5E;|hD!glDgqa~_BN|xx#
zEL*V$1~ee%`{bu%qGqv#|1N{wj=#mIa!r$#WoPQ=Lx<tiMaA+Q!woBqqKUAYg`n}l
zNRW`lkCIcJC@>^s$1wF>pXx%Q?`<5A(?#NwW0COkLieFc`Od0DS>@1BpdtN-g%8J7
zmKv^69raX+hTAbwJ;Mzq%PIRPvkhLz5-)kl9r1!xrs1SWghLe=4~wf13{@SnAU#pr
zn+D`|8U*5-HVKt{O3W2i3peLDj>bN0y!!s_&wjGbZaW}W8y-@IuP%1P%Qbg$ifH6N
zcaoKt|88-LCPMVPWHCT;pQ9j28A0<kMfU0NNmeupwldP9KfRja0qWp)oNm&UvGj!F
zsm~JkFA%w9i#B)pv)HPVZ#R}FmsrZU6wMDI0t{o#bwxH=)|hEbONzm%u^PCkF3y4i
zQ$}W|h)hm|0}X)0t*Kb(s6Iz3ztfw%Wy&O^hWfEfijl%8M~M<JYayE*am{8g;QSz+
zr6h4C#WFH9{$QO^eQ%X|GBbm=@Y9uZxliTmVOO)9fZo87cK$Sf_wzz-!emQQ_|_)g
z-RfY~Rk<>>(p7*NnvkkP9_)%dYd>0MqZv9sO4%V%pWRgJHH#ri!p!1D{H9oYt^IJu
zEUl2DsFpghe>X-SdkcMqpV(#dytCk@BQ3}HFDL@%`?}IO{uT%uR-4o$KfA<hy_%ez
zlcQvv{Qx;<J}EasA;E$raaLkI8k7Zq=Rw%bn|arpS%~E-<zq4o4_CL9N}4ANUmAxG
zr7^Z)a7|-V4o&&^E2|3YPVLz*c%7D=i?{>KBX<#eloC7C>+zXgzdsl4q$7Bg?${c{
zNzD<tny?!Rmzv(i^RT>o%UC+KdqQ%!6OT2qt-;LV3#Am-tK5^X^*uC`#afJoq8GU&
z*dYNAEQe=@02Svn(HdH1=A}_5TvK#xqlXK>hf?`UP=BSmO-dZ*NR;Br`?uI7cx(+*
zfd}%-H(TcQk)C>^4u?J5;8z^8=|7xIW7#**hfU<O<3}}wL*pa6ZTnvL8<K(Pp36?y
z5mT*1ed-MeGDj>6eNFBRmnqJZGI)BDf9<(<csNx)K_7luJj8`zWL~s578c&9bF645
z8T=xNd(5GpE~8QA$_<5@W6*n~eO&PRfXK4>dckS$hH=na!ExdRX#uxDauheeV}f*-
zLgNnpCP_ValuZ?l`7j@4;BEaX0&nwtEIp9Kbs#h9)sug{(DldnWb>wj3dCBRws!gJ
zkuZh<Xt*M*XV=yye5n_Ix@?JCdTqK*xYaihQyyQfnN1EZF0N55wR-bKYcUicivUMs
zwNQMcFHH;%svs*Yr`U<yx*ao{WQNDpXsXj<(@(n#`Z!#RYn`HEN)sOO<nY<42ESOU
z&xc$U=~bSDp##PkmWU8%%Q)x;<RTkQ9$wT)0x)vtU`N1y;W5TgJq~+ayRmD+T%O9$
z1HPA^RFf~ng4HFbs)nuGA9CKfW!RMc0U$U+x(_O4O1O1t56bZ2cPEOo^;nic%;EW^
z#q6(HnP-|)t-+rzy$*A%By$=!YIcE`0m6RxdFaMNW+~^v>V>v4W&D2GiLCILmCAvN
z^pAR`^W4n3(iP@E+lka&y`g7UGr0-nHY&~m)B`q+QTH>Ed>Fh1!rhz3A`0}uuvYwf
zb$u8Z7HnFYTkS*t<Dr{cFi5mhZ4f;ZM<XFO!e*)KnHHQ0T}LF7DzX+$A6;G~(($Rp
zk~4~N?vp&ovfj4$PC4JPgDru0j-Pss1}Z#%JgXN5i`ilpl;z|nBii&#EGFG*%=J%a
z>`Sldq2X6T{C_G2M{xHUZD9h3>OR)}ctDwaXLW#sXx>B=lU;pt%fqQ^t9K5ljTjo{
zw4!cI{i$7MoGBP!jx30fuEw~OvrP7$lzkFiG!h^O?xV^qzvwWc?k;JdeaNb}_s08}
zk<0DvFyct5LIl!hv!le`MymE$)*8_OdJbRsWkojMk^w3->@3>@3ty3-HOlGb#mZ!n
zMMWb*cYV%?!jsOmW%yYGug&dMo^%v+g9dl=#-YV7l;zgUj@(I>0UwOBV!4<_ca*bj
ztGM7-|DKAk<i4O+VmC#iOdR~BL?QoioB`GQMB&TnTjCkh7!eOAhS(VeJ)Sq?wwYRT
z(OTiQy_J0&Ydu`XGzlcCU;1UT5*3yP4c(qosRXDYrad<&=?!WWBxZ<}LLQCkW3sL%
z7_*u&Km5qJAdpV;V>kwA$aAD-KEG9rfkn>yg)W2E#74DxBnH7V^=gEjU(jYC{#tT-
z)}f8)us+r?^7Pp?zE#fRN^5nuq{K&+*O@!n65d;kNm0U$vooT0weH~aRyLQoI;dbF
zWf$7T>>79o^^=Y|JP8=!qQ$if$FSE!{OWfRV4d?`DC<Elstv8D*t>F%E<G?A4i<No
z6SQ(Rx*W~7B2u-b4jYkm8KZ0=6~(}vDI*EwykeL@E`&T20mf=`bmRb!k}#g^)XAx6
z%16ga8inJ&-sd8$ww~MwKr*a|Bd>vhPrT3lWI8?-^X1TYMO2|bP*3EoRxQ%BnbdfE
zq49d2!Xi7|vJj_(KP|;S_rMCfhozY&@t%xqGJNqR`t#k#L#E0apz?vQG)u%oCS3Zf
zt0hyQx80HL-f*Q@Fm9g6XVq}+G#JaHtDseTGurFk+RXwmY+ajF?$D)=(Ff4aT~#>y
z^xbOe;+F2_c=_3T?RIac2Z^~{US<n3WBjY69(c`>-c?BFp!LNgWEM<m=ysKi`QDNo
zL_Q8L&bi#hmt!$s27zmECp?P2N7t%xwM*8rbJg_tx_Q|r?0?hkCBt8&8E<PLbr8xl
z&f~I1m*uX8Dd5Q`_+z5NWC1^l9v<$A7ipO<6OlzJY*ztugb%a_u&b%0Ny^4(X%|_8
zN$8<6nKc`5eG3V@y&39-(i#qZknfwwvqf8zKL+(^eRNs%=W8Br;TY&;#<Z>$^SXA%
zVwnTWo|{XsZf%e8Fb2hP6{%>BxEt+Yk#tx+KK}A(K8th(7?R_mNPD#I(2u}wxbznX
z2;Or*OYw{B&A9wW3_2$?G*H6%gvae0JDGM!bNk$rg8EI`@^#ETb^!q!E42Z`YnDkA
zA3OUHx73Jr?dR7-TUTi^o|ZM6$bE<dk4gT@25h2wvG239B~|&ywjcg5PSf*<7J-|@
z(8ZygTA|>RE$v1XO$>mAIB}K70$FnP2j^6XveQmD!mfEf1au?ibsV$Adg#fR7?yUn
z=)CsP$$@bxnyYa&+--Cq&7Mt@GVRq^+|;qq8M}+4ZFsJ%GrR`?*OtaoyrwWo(^Yr|
z%;M4NAk;@srFen%x$BnM?#T_c)SC7Vq7qL>4eGdAKQ%z1?L3SSi{@l!eh2VD_F%;=
zRpR8p3efngv}66Ou5BvdQ0?InA(MPtc7aTW+&{w(cNz6{f_n#z*QKhz@DmHyTe^}y
zYOo+L9D0>KEnZ<X6hp8IL)9Ag>LZ-Op(v`H_ivjuo+Ez{bG0A6p24YccHMCMzGK68
zBp&PoGqsX+m9V7NM?ivxf_)B=7}<(s!RYbV+>!OfhJ(a8EaWB;r^cOXx~&8r-JWwX
za!n*vwq|$r{9;?Me@C42%jXUEd48{(`(A<T3{@StXRvmdLWoqjeoipI-;E?6mo$Dj
z?N)Qj6Ubfo2f8mKxPS3SO)O@8xXxI0Swgb4J6HQ-{N3=EW&PcvFg$}c_upB*x%=GQ
z+&a_9Ls&z{gStZauP5%2NAXWNY*%4nsv8{1b$cLz`#g2&zmY!l4pn9(jA4<F@8P3z
zIy8S}s*h|^FU0t`K80?T{{+dsDixaf<04?)^J0RQKpx@1(vx*&-lo3Zlfq{F5`6Td
z7Z1<P-8gJ`^CnK^dO>*@S-%Szu*3c;P5<uw;THSaSlu3}t);9fPXYQl;9Zqw{QD@y
zcg1Q0)ys$He}ds(4-L}1tFE})h@z?^{kL*4pnU&yro4m%|JsYY3d*-=$@_k$9WepO
z?>Ogf@w)q}3}736`A<&n7dQP4`C!cc-!=JE?}PJ#>(6e#Q>1raWa;i)4<0ZH0xkT%
zjCs$VRQJt%RRj^p|LqF+*+q7z+$bDL(^mdxO~73(zPtG3@xkA9YgiqF3w+1%7t3L!
zmAL<1^J~F<`F7NUkLTYjzI!4s3g8`C(6Pl?vfwTkk^C%VCqPcsds=8Unr3y5n|3F(
zMoINWH#Eo-tdx6z?jfB=)4H5!d0<Pt(9pn;5S~cDV1nE89E;qBM2EC>9XVR#dTXL>
zUF#yUqGl(_AEKe_H$j_0^w1F4KX#ST{PPdvo3-}j&IGfeL36Hj{kX_QVNpzZc^eqU
zj)-(}c6k}GBAcPmiVe^f^!#wrx$W4(aQ`%zJ}27<!f*v*zoOHEh)FhYn~!Qb_N_l;
zvK<#Fa`c$Qja8Mb-T<yPc-)+Uj7^=7(ne@>#QRyKKS+O*T~Q7MI(StlS1yegyi|nr
z-=J3A1_2mbe_x`V)LmH)4{aBjlDXrb_xBl2*qs|$D=;Lic8Y)Pw8z9%Z&7|u!)cW=
zQSo$OHpj2`tNxApu+Ae-EblO@3+Jie$46!s7qee&^HSdFZ8vitPmdlqrMDK#Cmwdp
zBVl2=^qqoKYM@y}%^EJ<Y)#YJmrP$F=q&$$yy4oP!2muqE%yW>YOK%+5Ef6VD;#IW
zKVXZhycg!-{4_C{?@+ONq5<nsmD*40pLaCt8_n<!2;tg;er0g&!||qKg5q`WC}vF4
zzHH7Ar5q1WU}>OJS<L{zhH)>~FfmoOPT1m7;;*>Os%k+V9uh9jda|s&rCJ4zV#>`;
zV~jqTW3idV6fHv01h2`4An`LUln7sbGvD|7kf(I!k`Z7FT|CbO$5Cjxe!YZK$756V
z;0o47imBf$CYL9?VnirjP0Fg-B<=75cKzyk7>ITjPNLU@qkoxN#@%nwZfBcI32RyP
zq6nSU)Zu+gN4=S%-Hb7}P9|{`pT*7=;;Eyn6n1=aeGsKF$~{gGdVY=bQ+yEIEPXz0
z($~x~?bxTC&=)hlUg9`ow;pP0n=S0g&!BizJ-%`yrBjEoTTis<8qu62Dq_S0!1xD0
zvW8U&oTw>Nhid@#7Y~nMmMk$&qfwJ5h(zr<RQZw#$y^v$Qt8n&w+Hw9uuu!ngy5?r
zX9}br8=Agkhs`|-3DA%=2XTt;uI_klgS}v{dt%A!!#BfbsoO9;81uw?A3>9VYA^mN
z`f=i6-%V<^b%;$g3_<aq_TMiTn|ySC;Um^){2J-K_LQnpHHs?Os$#(^&qLnT55vbq
zb<P)nHM7|tLh`7?URQuEAt?>JYqVsIC*v(mS5#b~&ct?;ZT4y_Z7rVhd!uV8z?Dao
z4-sni=PfSR8xvxzCt_$Zciv!^%v#$X6RTifyH)ek_ioeifQ^=qjt^JMomRoa*oqFK
zQ7K0@dm$E>)S(7(BIw0Gve2}%*@@U0MPxLU7KiSjL_3WFwSCBE$H&33q$RFPOU{T!
zO|tti01{yDFt$XsuUoef=pU?($ijJxhU$+8SJ$GaHpp#TXqX17&SO#H304NXw{B2E
zszWdennPy!<V_<q_4eJtF^m6ELi6fO4J?3X!-!HosWR^4M&!A6SnAu&4oesCYi6Kt
z%%x!u5l0w$gaalk{s9+lXgS>&=o-Lt#&MM$9mt>tRO^i}Ck-bbHfT-(yBs&L)#jme
zygWpWlVUVBCe?|vc~&9?h*R#mNW^9KOnlE|uJ^1h{6b&QAb86hI^`(x4)}5q1VdQ4
zOmmwwJw@`TCG6tsf&r;KrtThlFm@sy9oLFrlF)eCPw$D{2YG#>;d;pLfg39|zPHeV
z*(O1~a-<HzXUxbHMlDdE&6b_NVub2fOb<xt`61&nca2m~s5VJkqz%P?{aI(;;0){`
zv=-|1q=ypwTG%C=?ok(0et2hMYGa)Nq^r=AbXkMWDeJ#b=GKMAqz+pKkq1B6z_tmr
zAp|p|;)n!ITRLh%9W!{;0IS4+cKwfRY|<s2kyTz2H=hQPk3@dH%Df2uD6+o$ws&eT
z^;t|Iq_%h_`8>0>v`GKezqLugedUkNQK-bgZuwpK#0gi9MW_G}VMX}ScC<W`c%+3C
zSG{YCdN(Hwf3vwh<J(Gui;wQj61*#wTlH1#^Y(E4{7u=d==2(4xu3f^<U?GOvo1-%
zYC}(#A17i#w^oPIlsAiE2Cr{molkQqd!yZGj^VeJ@mfuXdP9L|@OjD2xF}I%o^bOn
zyJAukq9pK*dvi0njUA>t+J;DBUM(=-)a!B+Bxy`|={bHT&qR5}_|`sxj<B<hGmDBw
zH!2yk{&Zwgf`A2L>d<5oP^^viO{MK=wv`imkKx8*^aB6VDtR_(Nm84Svhk)xje}LM
zhG1@b@bR`m*Sz8~48616XI?!x#{pH^)zQyJO$cVO_6M~?aHNV83iRtbqO3@wWp)7K
za7YQ&8di}D^c8G^<%%OWe=t^80l5}yHYUl%@5MlJUH8bS4-SsK8uWuw->)>XVYUKz
z&uD!q=#h9qQ7{7p{~81XE!o`HP11BQZ!@lAv1r>_ek`Ba2fFAj-*lKoX8HIz{NX<k
zDj-G`^y>M<+r^(i4BSY^p2+CVsid&{0vJk<fbt7x&xHlV)e{ECB^HUR;@c{R5nNrI
zdRJdH6G;U2G>?f!f5wYpgON1eE02IT!c8}fsSB!(35im|)^?hi6Xh$2c)YhJj;7sB
za7z;c-Dq`^eNeVW_L*VPNEoQzg@g<fWpwiFJaeO4uQT-}l?AmKNh%=$l|q$BY4)B?
zq@ZmL=8!6UIUR{zrQBGKY|-SO-jm;5feSYndQ|kBke+({@DD5CH&J4|+AAD8L`7a#
zyNAfUus4*IZfsQ#>$cr8G8IeABQ7a}cIcDPRa;5=g=uc)=R(Noza3}xDyh4bE%;M$
z*Trh#(^`=MM22?x!1yI=?%Xq<zEzE{%F&{E_MK8`r!pVdyEvC=550Eud^l|<i0O%y
zq$)e*Ww_)InJ{H8fhgB5_X5Xp85_`L%C4kT1*H@=Ff9(t3Oh}w&Nt-9IYLfY2T^N{
z<_)nUTt9$tc>L_fB4pJ<rnPAkZD9be#tXQofdey1uZP(cq%7HLd{~5PglLE$vS&fq
zP7Q@^OZ10kev?v-ab8wfAk2!;I`2Ss{v)b6L?#Dhld3f_O{vhng+<-shiMxh)+?=T
z9dH(v=Htj3#K<)ob8A$wUB_T!4T`}--8=G3MNdC@c8_1=3pAnj8*xT8&zTQl66|!J
z?npOo@>&{((M|^k17|cQGk-W`k%oyG?Z1J6USY;AwQN8h;CNyc1e##zB^c|4mCzlw
zuyQ7zH%}~z*J=7Lq$SmcM>Q@3wPMOt6bnegDaQRk(^{Ucg(e{NR=Itl54TYPs}?}3
zNU@p*>*dQo*|Ledj-Wj5m7CX)Sk=9oa@$DAjqdV+8?aI)Byq{wKQjMfUo%wt(oPL?
zVZS>PO050nyrFOVgS6VsE(2owl{LckUTlz^$1}25Ri6;Wv-g=R#iGiubTUpk#7&08
zOoc)4rpK7)nvsSh%W`k`%4SNdHY7HiUP1)3n|b51yY0#->v*W=cG#;vmtR`0E=C2#
zZAv?ZYsbhd$-6~3ch`=0J#H<==(3RzsTv?ccAUb}Dh~7^3l#PnGB43}4SPG60kJb!
z>v)l2x~u*KZHJ!3qHT-Vq78>};TS~;jvWM}VeAe@@@yHU-9lmBOjU<)L{Bvgh;#*g
zhJ*R@?i%rigxQJEbg1Tqy7crM^Flx-^a{)2O~9vj;*KGNE5wl>CWf$i*VrDn`$vD{
zD*u`FJ(Y~deE+=*6o%G0*IqNhLur~<(j3wqw-1~0=dGqifAJciKlEjQTa^mO?Zv7<
z?8^t&<trrRM@qv&a5gx?nX=!89oVN<LrLaEena?uL%xd-F22u%rxV2BQY2Iy`BWB%
zXD1XV!MX=CLjfwDSd`hGrw7<+kjh`3H|Hm1s!i&*eG^!jIS28cotFo-(@r$#0%j<-
zIF-S5beC?kbFc<G7}RV_H9^3X$LH#BzzoX4ZadC&*qH?6mepNjf;G<2!s$nKDjF)C
z)9!~z@=*M$MTT!osz;%xGmd7C0$T2%?2bx)Xc9V#21cW}PMTk9;RHEnYD+U02@Ru7
zw1=>;sHkv<>iQ5peH`sMNtR$3tx9aOIw^!QRx_BAI~T#*KbYjnbb-u1fD6=G$JP;!
zB|_b3wlK#q#w^=FlC&-3vcF^i$`%q46(t8XTTFe$jKM#~vKkpt3wCJR%|ic-@0sBI
z2%(=?5?o!)Dj%s6z9X<`ZjwhKFHs*U8T^Jq<h-tq%Yym9x=aeo{ly`3MVLxNw`<4I
zS+yQD1@Em_8A7noKov$2hdm42kd?k7no8zatwu3c7(OSUePwPviz2s@Zk^H7Jg?G0
zR7Z0;2nN)3LNSEC>K>CTi<4*ih|KSy)j{K7&pc35NjA_m)1(3WVjGK!_y_q<=aR0P
zuMmCge+7zf@4lap>zqe2Z#Lz)TMAV%Gs@?s>f+>q0IHb^z=6zz8(bWwg5434V{w(J
zuWs$mQ$#x>KQN_Y^M$dg^em)7H~@W16bP7VOq7spwu%{3N@TYhJh83OET=OoX%h0N
zoD|1j$z>-V6B<Y${h^K#K^|&;!C@Q{-=vaRoQ*|K`}8nn!S&$K<S<BI4^MB~+2Jce
z^ozM@sU)aN*39+~#QFv+fS55Cw@iT=FOl0(h;ZfBc7p1pfM|1-Sezn}4ee^BrYeJE
zl-0ia8K_E7I26<hl|t5F;*vgEY#|mN=BlzSV)N9_ixjS}u@LS&sZ7d#Y1dK_(>F0a
zZWEfU2%}gYq;@?CtK}qRa8&7A-}*$XhPa3gN{6oRLznn&tONgrY(E3a5Qw&w3)ZT*
zl&7M=BptZauHSf2b{qCCH_n4j&h|D$PHA~j3CgbKF2}vDx)6*EY%><ME{m?TXi9?^
zk45guVKq;fyxD!|ZiTbHN)eC|8JgnZTskY~vtA|T-CjOLjFOsWuI7jladn{OJoSDA
zvwPpin3RNkr1^GKmK>(NthA!IL9F0czgzo1ir&S94k4ESP1s071f$JI3#p!-?k*(l
z6THT&(E<(XX_f-IrRn;c)YF<wOcle_0Ft(&a0sLRq`eynXNKOj^X_PfLtV%i!@<yv
zB{Xrl;Q)u-Xk7|fAwZb!AR_@bKNi9Ojh<9mJ!nlXKfu{qEfXy|kE55y);JnId>WGI
zO5O~GLG3cnXVZSHWE{xQbvr*?(I+Slpf1YKK5}!`g5gN_g^u)pcXHhi`%!+N=n5Qy
zrr=o*cm(5qVqTy(AFS=paM$oKi=?4|=#xlq4Cbb~GZ;$=7<zb+o1x^rbC*s@^Mm$A
z;A{edDT9R?*3KeF5wKPaoOLR+(y9j-T(Vy(C4%C=8Dc0ay#{>Xh-AkC$3*mI>sM}v
z38@Gj#Fk%G*rmgzsK`$Z{Zs{lr;+G%)_nFvx>OV={vjy&nl*Y9V#xD<uoTwH%foj7
z5YCugHs-eA`cPVf%$p1HNJ<i-w?|cZnGIti<wh!2Q^xNr&iJWgN)hWqK9^P{K7M*u
zx^nqsO$48|=<D~EFxv%<xt_80HID&0UfGa`K{607H*zK>dxDe~g5a~_Zy?je9Lw_p
zWQ-j4Q@@5|hXCg|^5EBRCK0cPI(nLE_BkMJw#c5p6F`sdMpsM-$F4WD#M^b$zlgc`
z-!_!Jz46=Oah2=rQ`N8UKWbq+W36;mRosX{1|9f1yGl}K*^SS3Bbi@~QfoAX>Bpee
z&MuRqO?NC0-Gq+=3Ftl|=Vbea!Dg1&SB8^oJV#dEl-Lc@vp3zmcfX)e`99kfMuPc5
zT5Thp<nrwNggGNSq1ir=toPl<TUSuLhiA<K1u73T;^k}>@z|1q=(M2~2TsfKo94NA
zJQ<3(!wf3oP!<yl1j)JddjFvOZL`5-JAI!|q=Rbfx|ldXe5mF#0MMBV>)m>&uX9xo
zn6j#~{YA<C3LtornGzJXza}bi5EQrFOV~LhN<tU|14Cf+9|}orzPL=tIBTgOmHbep
zF1RoyJFyXC7s<mN(Sae=-OK!PplF!_&Ce-JYrlMEyLww1NfZi>uBcQRR79OvdT_?#
z1P#e>wo4|ge+%4mP|hyNdD1?_ZwoL`ykcuU)i>}=^>pv9YozoG9@y@aJyVJK2GMU`
zSy;njy(%-tO`+A`D0oM%AC(&n!Xz|hkQjqY884SA+7VlRGzdrP;Th8VbEg7EUE|Ev
z8HP#R+!1}$B&}+BiN@_8-$hZDsWTm;OXgl15dSXI|Ge*ExQ^Zlcf9Z8?ovIPn4FTL
z#FMcVjs+zCT*7C4pS#)q4c+!IF=P#7|G_EAn=a=xy6?)!)V_R~A9F`JVl2}LDZQ9(
zEWMt{*snxY|5oTR<69@DhQd>ih0O>-jp)9rCCh<eo2NU9TI}bSXS!Tg8q2CFThiT=
z-JER;m_SXJT_1}{8_pCD5qw~3oS={z=D;Yxsu^U)<KE9VH)NBVV|b+L{ub*#Z--BE
zpW+Phdzv`p_{0uS-DXRtJwG{k%>v8gq-WrD83{?w)-@k>d=;AQ7Yo*lHJ3otP<(Eb
z5akY^amU*i_YjUJ-gLeQn`obYO}~RD-cx8_pTyJt+#(fqFRyF8IfpasreGD~gx(ko
zd^-7RJ4!djCyI!7?tQLQfp>DBzU7<0a}7=APv6q~r)eFA0uXxFDWbgPIq^S@<O8So
zY4}s_=ZOE4##OrO>z5e4AozEeyF@K)42S!^YU>{U<I#Wfl@CYnMkN)hZu}d6C#dee
zz#x@>jitNKXZ%iY-*3vta+eoYD!SGA4d8vZ-T!~I|1+tEoe76LophW^7)>&%C-rq(
z$91};+CSVHagg~B%dNv0_#de6$z4uOwo<U^P}GE{R*#1R1{gM2rgHMa3qDKrOzh1+
zUFlm194<{GIOk++n`tzz_{^ri#blk~PMWW8CtVM7bBi5h&j60cr79($oO&1g`KpVp
z%Z_pFQ|V@LW+aA|X*ScIqjm=J!8f6Sis|X()>2ARUr3$@r9YE@j6(Wik>>5!bjD6X
z;|Ey!N^)3P4<hq-YfgELQWcfg_`I^@^41E~OU+UnQ?I$2*VuDTcA*PgETUlLPomqe
zwS9rU=-hS%#;B`0&zNIZo@t#J-S!wFFB`<Q*L$T|ztiatRYCR!jgUQg_E6ySE5d(1
z`20T`mE!deD!^|O$~cU4?=vnMcu&ao3$Sq0AAZ{}4+BhlqBTSjpR4&GR`EZ3^~mP|
z5g+VB_T|HV9WGGXhN5kZ1{@l_Ep;+JZO^dt<PG7X0Y2X6Os-$Q_UpIbK683Hy^l-F
zO;Q>FboNUH`NnzTYN<$3lcfrOlf$`R5%#ec^J)*beF-a(hl~xZ294e;?*Oo{9IGBm
z_G?~W3#nM!SUOu8v<Q0RVb*ET;+@&;DUPlvcfi2$S!)`g9`)X|FHg7VS1^`ncz_UW
zj<XF1ty3MN8bO`?(W&!yx2KHqD`%s+ZwXDYFm~97(d7lOEW;vs!a1?Q)kSf19n}}U
zvD?<7T}9KMF`s7Nc&vHkcnqpy%HY+v%A|Bs(ObDKPo(!EITQ##QciX#C?1rFQK(YY
zI{CU|X@g;glG=K;nUAq1l2ZAulW$@MJxpYRFM+eMYol?t1AvDYigO*iUyjF)T*rZ8
zgQT@?TmQ695#!G-!S0mcVgE-?P{zveX*{R;Istu!x(vRoN6PNvTa}~rTMyueYzoox
zn&$P9q73VfBQi{~v1d3_n^de&eNNU1cUE$3I@;9!n&2ycY1I^m^mQ?A$M3~lB{xRR
ziU@6??mq1-@_?5DSj-nQ7iS^luBKz7rOWWbx3}A_)kl%tX&1hui>=)n=aYTUZsRrK
zhB<as>1XxBM=#dtm!2O7{~(11qgkzGX*)bMZP`F|cMgbEF5UHSp?q)LE8}~-E=(KH
zSF)u*Yya?Q=BUSU#NF`7rhNzO)cF1LQ2m&tfAaTS;5l+r$MY%l*^8-S#B4c~f0^(f
zUIbx00<}1C2@dD1P@Hye!_#k>9x20<AI*Mrzi6pd$jgRqZy^R8)lnb6Jt^IETvNQj
z9f&64+)fZsZ6PN~Bs6nR`ap@kPBw@sfBL*aAB`SvZFAk|bidQdnd-<ecqsR>H0p=v
z`&hCX)5rwked`|<Cg#Yc5OtE%was&2;o>()cX1Ykst+Mzz?`CwW^{n!xk5juDv<rF
z{KiWM5>2|A>4oOW&rDx9*SPc>3QM*(?X#Kxrd~h(J@qP1KYFS|IqB=|u4<u@vQw#X
zc84-6*V#ke`PxfS`aBmC=M9oCV)d=GL3jk8aFq~e4OQBwDi`646dMUSPDP{zP1?4<
z4Lni9M{vy^ur{^|;ks1#Xfw2HUv-L8va-5`06D=`73sa8*)$JfU9MrM;Qy$V;3&MA
zv6d+tFlxJ{$C}!dps0d}SE56WqmGdTv@YNvqLfA|*yz~6{pg<?(Ub2=8<*H!K03|(
zZ5#lmZxK;}p<$FNIOio8pZd3^FV<yuCng5W_lZe^rejo$whcylrWA-oyG7v12^zJ6
zOY?FIFV6Q6DAyX-H53wfsx*`p9Ihma-IiJkNhXaL<{1mH3oA;tCE(uvr80cJ@e%!G
z59wfH#(T?qQZ(Ciz&LBp&HWH1bgnt8;Q=DI1y~gf-6lb6UD#}td2JXB?w)9^O0Rr9
zNsHX={8g1_Nwb_Q%jmg_mo^@CRnqm?=$luC5n*er0B9`Dk!Vbq*cT67A(8n*PmiRq
zG%f~}i@-qkwW{yra#KvBQ)3v?WY|z^^cPyVF2i5fvRv!Z-fp!FG(MNObrp<CwxKLo
z9~jGicH_O9SKva#s$rlNXE%^-?wcMomU7D)`_}ii`DK_#7f;gLWxj+d%kR4vgO<SL
z-ZRO(M~_<4thPC*W!V2{GQMYAW>2`hx1GY``lmdv%}T->3X4`9892Q6F+1Q?q`bnu
z0wnzBBY@jYbLKhOqvZhiwUH5Hi_Hx6Y{{_Tjd%goWgdf4=($B-aG&{DwJAH@p=6+l
zmQupS?e%N8SEK}3m{BK7_-*<FS(Wfp=@k^Mn{s8dW=+RX*<y%d$l!P5XZ1`b<<&8g
zG06pDm7J!}GqcjzwvSMxwYgjrUcV`4(%>ai2rn0t9D+YkCc>QGw;hYyEO7*#gi7C%
zWr-E4Y^l~`$3|oDyQNOqt0dX{F&Up<Ih{OnLR#8?A)VR?e>tp6;GAHbKC7E&VQy=_
zW3B2A7|oZ?Zg`QwYD4fe%Tlx`-t}o5P_qPQKwcPftQkc)QHQ<U(D8Mv$dv!u(_&`1
zLXW$c(e;r$`&tYUzPLujyJYqak-}w~-ZLr-t^f^7K5>_yBn=X$W!f=t)~IA^!s&oG
z5BWC%2|<2lo%nIog7&)Wa=TCcD?PM`PYe-c=&16|s&KYOl-E`3pAz!vr%sLL@rnPf
zY@WWjm(|bg<+3kNgMs@Pbz8f<oqhD7(p@iuB(JIVazSZ?v>i11Rs?8>qiUu>LCBEU
zD#>^fit&ueyb@HluGfVazTJVVt5EhE>#x@oe8WPFNSq0qKnhfYs?JFMw5}L!#NH2n
zy<<j&$?&n}`8l6sNgAuL<WLdnC&l72;|SU*>wP<^P`5*vaxyji;gW59IQD9B?H<!J
zoqP>q#Xv0{rX_u?`@O^6L%QRD&)@y>a<us2v%>wRO6u6GCx5G+#{r+$-r@HT*gXJD
z`e%>M@mzF8i65&pUba_BfjhoHYdA?WnJ1?mXB6exI$kth2-r*7){iM4lPX3WJ?ZVb
zro&B)({^1okbS#pJ^OO<mEk)>o)N=$n^K=}R1`Ewp6c_7lR~2$HY#<+!TFLh@UhCI
zQ{_E~ye2qBVg<*6S{;x9T}R0xx7g23#bSC8Oz?_F^AyVi{&=WMeLC0m-~PtOk0^UD
zs+ZW+kqX%W763AybsS0ZQQKL4d+|uYahEBOtxnhY@`Iq5)tPDF!HOTch^9ACVKiEb
ze+aGera}A4Un9K9>cF|5{vwHV<=VJhxZa1V0fv;^{#LT!36f%l6?-@kj6!Wvi=y&0
zM(D>JHGPZUt*%LYA@N|`)iYL^XYYKm>73m46zG=>o*w~fo?BUP=WegO9YFIeGn07f
ziKG7O(bp`2Q=_ptr2n~Qzx!+chC7+#XFnsvn1}y_Igbf>FtVL+Fs?NT9DBN3WtSTx
zq%lpF#eRB{<z{|H*ghLl`;>ZgHrHI1DB+98!9pPCQ^}!BSO<nIu>_sl@bGhgfb>kT
za<g;7B$r5+`*Lo2MNWA?)!`dapE)_e40Ulay3>q2K+TqhOi$-yA$|*<n^C++)ie{m
zV%26Dpz75%#a|BHN5X$EIFlY=RUh6UMR)a`io&}F!Ev;!ky3NP;3u{X&+-ZGWf3+Q
zLD-~wbuS92Gmp%UDRa9++t{|^Ta!+A4RWcdYbXPx?#AzwynV%CvReAN0`YMMT*U+O
zMd9{zq8dFiY?j4R*bPS&-c}J!>f8!ugDl-=4wg9ubYKEXJFokID7G8vB)#xp+|-22
zeWN|Fa45O_l6$vf;^61^(V0c>4kkJkPIGl#S2;D(7QTp9k18|R%W<HJ^$yj8nE#R1
zXZOD518`Y*@20bwb$@*~Q<qId+ouOvjP!so_u5v7`E1!{@#m+z<U4f~l=1q{S(B>4
z+^ij+$Pp)GwTd|}*FS_GzPY57a7AaSE)sJdn4SGVtPx}TXf`}{GY@8poLUnOHytTs
zTEhAo3Z-jgZ>EBe`^sVqn+$Ngb7blx*MlALUMQ&KHX7{-Jeh8LvtqD9Kv7D|3=_(B
zh~2K}x<<WAD5dlt5BZn5!!qx%t;GGu+ySa;!sjl-lHma<fTB30mi`u*>Js4#1Or{1
zxmVkzpmh)MfhiMz?+>N8wVCO0v$IkKSHZD?Z<QLo-FEDdYg6zF&y!83gcA{}W#s8-
zO19vSx&&;yD)aHsJyr(y3`SaeTR;qMH$OW2kWxf`<B_v(xAsg3>~J1?j7o#e{&j~Q
zzPP(BhBP*h-2(lPEJC5*<{ppZklBeTp}#E&YNyN?@85t-9rROMVSLs;>i#OXc8v<A
zk#`^Go1d;ycgWlQq2Vfz_0VUJr`jxs$(`tLrsKPJ+>rv%E@yJ5rbWl=*232dRJH1f
zgLS6nN)phsSWYVr%c5Hl66jHF%3|fMv`Y*fb*~uQXJrLYF}DX#>M(Qcq#oMWdms!~
z!wd29z5~C_s6DXjMxSgHrERgsa&O_9Ws{#htx99y&iG!*cmBovMS98#;{3md^jg^T
zdGs~r6Nhs6iS=xufS~L~AQP1g%>RnlP5^1w9)J82v-BKptQivroj0`hIs0TY@D{s7
zUcE8dqcW)wF_W#jwYm9FSKPm<WSc|ynZfU1=bzA|@LsHV%x;ehxUc6h%abhPA28`Y
zrdEO65U%tN_O<be>ysNE*?)>XYIJ93)+;erT^y_^PuKYY0+v~qm6pD5i6U0qff~(6
z46=<2t0l2rP*;2Nzi)U}f9MgJ+?(6eWk;<tr1;a|LfL#K6X~3h#eXA%{%Qnm_M~2y
zjb*S$QMq|dZ1@EO%pLmZQ>X{>NGwQ8_GZ&KvcH(JRC5XP{;>aOr>VMN+-vARu88Xs
zF8_TeKiJDoysu5lGAwWWKy^Fi8JsllH6|y%o3cA|sjWg<%O@J9@y0r;x-}Z#4azq}
zNg=rzqlUaLqNBW$VUuFz+0zuTmaM32>N=k_nkd|FuQCT~`zS3rH|y~ljXjqz9tqO{
zNv7{Co9OvoB-kjVd$2CG_dJc;6)9Ab#cEQ$7|`-X5sjq^enQsuL#h90%NdC;bk=rX
z_gF9wEY>M()CbzM1Y^2&T8q7o_r#8Lu2_ilPR4KI$)&s{`ha5`t(8=HyBKTgEv<er
zVc8Mr#QB9@%~X4O`}-3ZvHsBN+px$trirjM<MYaEmePZwl(?bpdiI)~*D<q{1!l20
zE2qlTl8~0EcGjYcCCh6Ms12vf`HmjN`RuVh@`07I;LGf;YgTvroFCjqwem3l!JQx7
zGR9Wgr1ULvBu07v1f-weHW%*5ND{=yG^L2f`ID^#4I@(Rvh9=kUp%7AUN{<($bP{i
z%<{6adqc5)tS`*3-TxGufK?q=J7Zwn0l@4Zgz|434WrXft$Xt99QP3@sr%0qe0T2W
z3keX;-|BRkRarz1lD+L6IxGh{mhO7uC`I1|?)UNgPfEg{zm$yIbGnPiK`}`fx<ZB7
zh=>!F8Jaa)O^md1oZ@*}uL!lq5c%v9|N2v}??Lz0tn|Y9(}r@MMx}2rv&Z{bV3fAU
zs=^MNSDDRz<oAN!r$7{Mc^p_)V30Z!?Qe5PcfYgULmR3`PwK)&r?#W%H{!)UUVcA%
z+Tjbs)+l+l?wruY8sFIc^{?~(lRkL-`CpGkbG=M@j;iz4CW)1g{0)|0KWlQGnsji+
z#mZQ9;-fNf<Kb%1b(CoA-~J~oT10sS`tHCb3Nc!)=9OcLi!(GIR{fx+`oXz5e_z}|
z<?6AQK=vP=_$O!Kgmo8SD$*koFarO&iMw3L%;&pA$k0nVB9y<S=hrGf4emYOMjE$H
z&A*M)ujl&o`0jBe*=l`+{<|&gr_aFqxaYWhkH{9`ckbn$gx_A?=SOCLqN4sCFWqHY
zwC=r*5y%h!p1)nGyFX|9mkR$Eb??}nS=V)IS8P>m+qPAy*tTukwq3DZv29hHRBYSY
zXI)p_&%XEj{DL=M($db>lD5{GnQM&Rk3MFg<hTE)DE#Ld{{L{%2_>|Bt0}3;j@uCr
ztqJ#@$JwE>?dqP-v61x-4i#GFclP!wCSvM|-uJz)RjuVmUMl;B%~Z>?`)xc+{?5vS
z#Ww-D2t#1vI&?K1&heRx4kZKUY(kmh(Z=Rt;wtjlRTbA378=f{#1KVm7Pf`PDJ=mp
zr=++U49~01%&dGYEO*U?Uj2(zDcq?j!R-;u^oPn#X(Re83^>8#*tk^<HNQ6WKi8u-
zx!T%15{rMrV<>8abg=vT7T%iBr3fZyrp0F{uj)0VCp$4?O(wUB*?3@8@ekHIQB#C8
zxvr0)_}CjNhQPH_ZO+)AeZ(c~conp3CWTx1Y#y~GJF2^0PK?l&yLmLjs7B{G03O;5
z{on22-Jy@U%E-F)di7}V^CemoKDQOZ5zaHsMyYzoV1WObpnS!mL4A#_tKI0EoXusQ
zHvLL_<ww$tlS|dZK5xb6oeW3AENy6`{bfSY<)sS{#cURg-Tfqy<m{TE+RwLJ#;(`5
zl#k={T>XqpYbF2h2p^}21-q?F@0poQpY}&HotOyo^<$rrnjbg6D}1VdoO?)wlEHST
z<UC23aovo6>;I57bb*9s2(GGH)4}It+lt7;i7!KCqnuZFH9i@EN{3q~JIp0m1Dv$i
zTN(@EsUW+_<u&koyZXupco0Hf85w<?z};PNIYd?bZ9f#I8Z=PztPRTy;Ir|*uIKYH
zywL7pDzp4tXSjtz^<YX5i9vo0MGx(=Z<TR{II7loxv_Iky!Lf1?C*3ug7|2RJreR3
za#e5^())t=x5e;-d0i#BH1Ebw0z+F|xW~v%@oaXjR=cJbtC8@<!sXBQXbtuHG_im^
z9oATDn$}|S`Gi}SNF<@>Jl4w_Jub<qIzH1-beG50H_UAJLEw%Q%rANDeT(63NO^#@
z%B8WO=L1(jOIU+GUAx$%tn%=y9o_M9%8aI}ja^;ST$!~gYrol$6b_s#H;$>IMc_mN
zv$jy*_to@PRyXdXo<`Q9Kb{HNUOLrp_?)J;ymZQJYo+`oXp?}b$E1hJc)7XTq7mjK
zYUpH8ptMpbW#!)+)ZdNdmd<1@I}~yu2XT>6(?JluuQCnwzB_yrf-N&c`1)~FvMS7n
zvwvpb9mi8jQ&HaB@)g#mmx|wj?f0HjFxKhHCEC6JtS#YmY5unH2(#%O#+$e5Ww-#F
zla}I#esAmI@Mgjb&mKG6Ug%+M=ER43fsWg7_t4EqpG{u0J9*R2e1ut5N98vtz$S>X
z_jgx>Xl+mT$V!#wHyaMOnEH&ma5X|Y^>Jn2c+h<e#E^caqPX{0K88cn=6SyUX&e7}
zNp1z*DMv_CH71$EyAF~5X&+ECLBosBYQG;(3?UT%Nx%7I()*yqqest)OlQ<}HQJTX
z6dI74w+EAZ*0%A3WmZ1<<AP+<un3JX>wUlD%$F|qO7peT%y`<p=-88;o;ItW=^C@$
zZ8Mol1qOJSZne>XbI!N-<-C$MlBnZa?AK``TXv1eWhpHu(_Jh3GQ-T(AVj^zny4dU
z%TeV1NYK<~P$B1uRb2+*oK^}QRgBtC+gWtJ&jUqq9q_6l8a~7(TlS#9PaA$^r7U-a
zC=HowNd-ig#j(|g+p(h3fa#=Y$|G3p466p-DL%Y=-(hCQu2nR~TWS2>@ye<NLLbfG
zbm8LX3r<yN=JO7{x(rAZw`Dvu^6*7njL*rjwESO@@`;P&c?~6p#vy5Hv<vNTO<~34
zRbeCLfTIGke&yfP(Au6{rTR>nFFLqSnVz!IWpTj1M?*0$8ZXtW`x;ZWn^Yp1HS6-#
zJHH*}ad4aLWc8OdH@5NYdq`wfy*oH<i5uz!Q1BG!G?9ww01KH2-o@_BzZ#OirRZWe
zzJPQ;Z4Q=&ibCPXWcvK9ZB^AVX;c!mQv1S5AD!N0a7{vj5#F$Jfu8kpkQn|HVR+Nw
ze4LyT8qA16J+L%uI5dp@B~fP{S*YvXh^AcN^D<zXqF-}yasCQFsI>Xu*?5U51F`E4
zb@5jmAu~G;vymn|U=>gLTvs*9zq0>;4x(Rom{4jF5P58FV6!|;z|7xq?HvX!&u(-l
zLVnhT!0{x=xzdbSnz##(ffL3c@J+Eba(BK!U=}0b^|*<M!g47}CA|RUYiFl51`dth
zMDtFbb+kN<hl5$P`px2bR*N1YD@kL0YD2Tpc%zuq+q)Opo?c|N`SJ`LfhpN^IDd^<
z7?RGWsXQf*<a{-shq5wzJ{G-6xpRIRy>=LjbI>!66F_3qFNH?p;j(oGAA<_q)8op8
zkxeX;WkttJPSwTgy52k&ijYp_rcUo6MB4wQ$sQdi>^HI2)p2>;T9r#I7!EK9S5nFQ
z%OI$WJ8)^B#29LxV%A`jzxfo0U2+#R4}ETPVX!x^xjG5a<V>bD>S0&fHgd-rIy^2r
ze<=XDw0l2^PvyFvSn_^*SCvAuxRf>c2o}&9gv67tW%wAT+##EDah$A77N5pRXAKA@
zy%74ow;UyCLdfMhsF5oxr{=bK4ZH`J#vx;2j?9h>x>lQxwZzxGFRbMkM}zm_m)iNX
zO?dwGf-WRsjH5+D&k{~90#G%9Bmb?udiOMuwUe&vD{!@OtE#M@l+aDRIY%Lo7oY|8
z@sy|W4?zs--_10B3yM{K_!tviJVd)&{odpEt-o|T3BEjJAVSl$FmLN+`gD1zZkZon
zQ>hg2I1O$$yFVf1FBB9A@Zo-(gBHtH$t|y*_zrIRTw=&>&FfY@lz&wpGlr6-o$})@
zpZ-kulik)PRVo5g&l)CYx@FWi({bx+7CBe?4r$k8{eEfY{IeOkSv+SP5mc@=kEYRF
zZUi4*EN^EK<`EQ;oSp7<u0<O)wo-z7k@&N~dUz_Eo6-5q03#<l*Gm%Wm)ZVuaFpC<
z6$Jxv{eaA23YD-?C9PF4eh?0qv!LIV?g8fw6A<KB5DxF{B#zkomAdEFU3IRHh)|ks
zq4Lt;h#txl{an+hLs#kCfYF4cNcuJ((r|)I7-wjdQ$@=&t_-j9Nzm5Rp(Xw?ZF%Jc
z(|}x0aCi3OcYzv$x67_&SDw?0<o8oXxP_QhOtHxO>v-kyt>Sg4R9RAyd?@3a@}xD(
zfY=zQoctu~ab)j2(KQ4p1qLg$)1X2K-@CVVK{*Mjd-WD#CQ?qHNfNfsLoMl&F5D$a
zz$+YY!L$lN;=2rr_Dj($`+dHM`1>=GV?clY%_$ZG4x0one4>*S*;(68M$*HGaTKC=
zH$NMp6Wmu0JzLjxFfp_ZEgVNSPO>C>{JU!WCS_c;Ps$fPY?rfc74u_dUd=UWJywH|
z&9c3uz)Xz$Ozhq}adG(Ll}z}etY`tCnUvpvvAg}<!UtF3kqG1&v`Gz?yxdlVV}TIo
zkrC^S3HK)66G6?(&bzbI!#}CjkiNRIc?>ftfyUQ0F*HX^Y(CUVwIoO1*kQ%gY@UZh
zudv`l;aomF;XfNQU%4MMv$?VmpD`QtMJ(^_ft;2QoO|w|&4@vu9?Q=iyxms~wz^7+
z76{gvB6H*vqzpQ#wHu^%LL>heU0D`@6oG8SFy5&qc;m48brZBVkS#eR=pgW&wWm^Q
zCFHK<`J-e?1oD81{4C=@CwY<+JUj*$qXi@^{YmCKTNEMzI7uG(42RcS(2U~Uw&#N4
zK#AiQNpvrKkF&RUS_U*lmvqZ{5CpV4ef9ME$mD0E^U(%!pR92V7RS&J2F6LmP)Q*C
zz7$|2q3ppQotL()dZ#qZSH;rTNE%s;rd*Kommy0v@b1!-tQvN8BEuoR&j$=5U?wo^
z2c?1Q9Y?J9WW<cmCd2gco+<^R_UKF?m<Wt=;7t6v946uljd?{TF>^_K;6!ox#O%A@
z<%^kIQh*Yp<K<htNa$a0OZQb_0AJA14!<6*xrau-%1H*Aspb?Nt^N4pbirc%EldN4
z>JB2*A_N3xRu+9Rkhmv@6n*%c(4Xsy#?V0bO_w=V(<8{@hy^XuwCMDmh4hydnzl-1
zFy&4K(tTN(fx6cT#1Y+!6JY8#H1C_30*DWu>P$Tx@Cq6+K}^TKD6$s>`L5XT?~boF
z8EzzeG7xL=9NFwkF_1K0>)S(vcVp!4h@V_28$A3ldujRQwEKdP^0uxpL=ARs03wl<
zA_FO}V&%-fr~lhxXj^E8n#7C9HZ1h#VF6LB5mOAMGn-iP&FuZMw%<4FI`?s{1)Mz0
z&k6{U30P2hW79TU>V8c!jTOB0kcMJ>DnWJR#FeNSUpCR+!|QCPs~@qCo3$D?HR*L;
zbH`X4UD7)tHNS|E{qsX^nmeCZD!G*gv?xPIjruSWBOo&Qjp^Da#i=YC5}I(NI@d~)
z;l(;&*QZct$AsPDXrxvJzlE7QL$+qw4WTb5;o+q0#QE`B@qBY_(W-y9>PdCum^J{1
z&;^X!K?$&8Tn`hkUuO}O7&hvQOI62S7Lm>kJMDne6ue`X!+WQOZGLzDou!pLs|A>7
zG9lJ4B7S%A#51(9AS{c}mnyD>9G``Sgpnyv+m<vJnCxsM<nO-i-X!y&^&Xjf9#%5*
z{bQlg23dPj5jE@fyB$X~6C$1HvQ=a1o4z3n_GSMpYWqvJYKo`{o_+{EtpYe1D10R>
zdTC2$Gm$v7ACwtNwP!D)Y>I<)WmUUr*MxYO8Zfoxz<EAHjQkm>{E$hzcS04kRGW79
zdtf|;BH<1*F&V*`o409!qse-~gDzTBAMlXJKH3tU80o4TxvmI7l)IKA-rmJ+=L0)k
zKSBIi4=AJIrv1nOegh=Z45d#U8<<!55C2f`&Lc|Y9XK=lan>ZG28Ihw@a(Jh@>nzs
z1HAP$pRoy@Q(lT6{n5${Y?Gj&QxTvn&B2OWp2tzwq)9(9Jsa{Bk2<tkGo<JcJ(*Eq
z+?Geo%#{!EED5e0ZWamq6m*)1P&C_CaC;Dq*jjk*;07tlQZhJX<mKK1`L>Lol{s6K
zRIkgT++e{rs2oV>LB79$D33ARuB;lNEOP}|FQNPqN&WrB|J9>7ukg;5L1chF@N-LV
zRqJKR1|pGCveTpUH<E=vjzT|6t}TaryMXYWZmykG#b~)c4Ta8%`2sZk8Mn{UroBb=
z3mI`j1lea0<Mo)TtQ`gu&!#OqCQRC$vlx5#UM^gwT8Sdh+U8yoq%byrf_6j|X;#P%
z47`4z+--ms7h)9ETdtb4<L$=!XJ)Zk_Ad}qfIN^4Jqch3PhH-or&}4qovtq^E^`p@
zC92?X<fxA(EyW`V8~I^J{fdPU1UkGo9vRS62lD+*gTkTKQylf(PO5QdD&cexR_dY}
z;(S4i7>Yh|Bi@tIJ@oT~zUxV5nbdBsLoa}^q8v|%F*HIU0F!KqNF8PScIWO~5NauD
z)VzFR;}iRu$u2tZd2B*#aT}8j?@iPtoy$@tk`L-;2~<S8#`*W>%zc8~rOoWVuqW^$
zUHY(CO$e<0g@dFy{7=b;Bcr}NzglgcxKw1;K?2BA-8x8mZbuTU-4|s8qM|M0IPmtQ
z?LeJ{)9M@VOgOczv^t~RV_311V7?<#nZx0qP=<CX(vAvkkuh09N0c8Ynh-Zfm#E>b
zy^AV!)niI6GT%L}Of^JV@fn~K0OyiUs$Vhn`$PEc*fgTbixFMQv6E*}s{CFIkg4CB
zJ=WLlok$gnMOT5bHDE^T-LbcrC>(s<p$mUv89{Nf9f^~e3-UWI?bC2qYrj}Pa)=t8
z8JtlmFGrPI@uxHp>r$Lm_`ntm1HrOG#^@}1mAUjNr-C{bVmt<}C5+$HcExLoL`;4$
z^Y0a}=YyZmr{FipYY{Tm=h-<DR&!wUN8(Z%-YVAPHQ7Mn5-(+kP-1NHIiFPeSwEe$
zUE<#}ZtgQ5N_uNcPjE_)MmYBj%;J>gqxF>vGAoiB9|)Sqt7rGeoTU!-hjQQUlmSnb
zfy{OX269x5>b#PQN=gcvei-sBomeg$ux4HE2SC5<(G%%$#E3OD<HGPh`+<CUGG0Z}
zcDWyJ?zZ$qR6{d0j&{LQPfo(cK*II3bzK`c++cw{;J`pRx_bY_m`fR&9>k3>kVnGj
ziGaU}?OvU6&D7K#db68v2(8gY*U;{Nj?hYzclG;1xowucky2YCWiS~++Dsvpud~(c
zburM?N2@YQ!Ccx7$e?YvY5tenrt#;6ViRg%THNzvBs?g-9v4K&04@g(`f%t_PXd!n
zu2zRz;1<fKBd+EzQm_nyIXW1~XlXZ05E0mm<MbG#>|%{$xAeNvY^%6yxYh<z)843J
z^-HLXaA)7~H^V?54VVI)qvSe)SMo9s>!PAI&|O`b*}lco_15&pb$Wp-kEow159ZU*
z$U0>0!ADnN<}w<o;Z>0|F;MF?DlI<{Ftdh2xc9d`Mp-t}#Sttv5}dn-@a%QCK+`i=
zUaPauW=De-$y3YqR2Xt8imd6&R@am;Kql>_a@si<SS(IE;ti7Hj?$oX4kA3vSWfq9
z#t-X)X*qN>v*l8~zl5tEyab0_Y>S(@xtRs9#T4I{I$Kalc%No$bCj*pO)w%>Ck_H;
zAfZzS!7H~f>yyI;E93kOszxQ0QV|rA(nozh@(N&FH*4B8Hjp~cJa2!5$rSGQg@Qo`
zDRYHZaIMlMO2Z=atBVH%t@1W;H-*VWeLmRHLv5_Rx~c^nS7pM+>k#mJAc0vtx)>@L
zHgEuSAj_)+cHN=Q1c^u=DH>*MX6RUf9<ZRpBQ$>Zq4$fA!+p7rg;#n->FVkGl}Ct;
z-R-hxTzX)XVXkICYW4QmGUPbM%<zqb>}#gG;#|6=iI@L!W?9-++-R=+7TGR=91t=P
z(Qe|BDuZjSHae_FNt!nC3sYQqV^QhIM>x!tNl7E$Abx4_`dF{Dx#O6(=AraHXGmIH
zStW&%g%0%MK>!yhU{a1YOcDuTj}{F2SN(NBY+aN>)mGI-Y4y&bmHT=+!tl$#uJ9+s
zm`}&~{xS6;Zim9CTlyAjWyJkPLbKP<MSF;plwi_2_!(cFiR)LB%26L~`bz6giW_xz
z?xw*M;yn2y2KxFq<ym|eQcQY~aFFhnuVX2-lnoHpO@+7>^Y_MF-$(YG^y*2!?=+lX
zXbzI4t^P9f!XoU_#D28h#P`T6t~yygbPP-ikN0x*(65<a!APfy9O+i7Api$1l^Qpy
zq7KDF<eiJ>NHZrztAYAzZNL<$syREPI;!s_jo67lMQOrjGzbL5OCN|X1zP_7_7kvv
zQJM6kBnGoVu$#vylY$RdeCYGdxo3I3>MlQP10Fb!IytVGXzGT+2@DQ&#0SmqnsFa|
zQr~lRzH4MMYy})njKQu<Wx5fqpSq==y(|{jajLp#bBA`}H*4HE>|a>iThPK%<+U+g
zhgU&*%1)0j^N69(TUNAOElebj8GY-5`-npbz`CqYwxr%2cYi(m%2&JcsCQyLK^N!`
zu!t$zf(_WeK@lewWROkRqgDSL{M7G4E45LGc1W+~)FVd6Ut@=Pms)wQk<fR<U17-I
zSht`S%1{y*@Z&m6tXkS-nY7WMG=vb|Y{|D_UX%B*IX{ucY^JW;9eYR|%UH}8X;L`b
zY9u<G09i?f1ZNZ?)EL&m?*gj3&#pw}Y*e6uP7HMVWl>fR`kib7k@+tBYlK#{dJv=}
zX~M8-_Ym<g7%ykX6c8*r0RtO}3X~(&*A*1GE**(g@?m?#ln%l=wz%xe0B)QEMyw1I
zv=l^r>yZFpGbORGJoY-q7~E*4c7d~kZ*{$diqTwkpLsY_eB0DLPF*l{of3nED*bvh
zz+bw#y^c$7Sq*kLL<O&9wfv$!9ZJ3+KR^Oc^C}1Xckg!Ldr9K+HEEinEPHh|YZKoE
z|7p%){z7!UJ4<+Xc00y;5CI)$9S*vc&3zPV27>!l9g=FlgD}IF!wU9TGOeHTd==EK
z7q-u>nxXH0iXOD{<5HKG5AuPHy!kHa3T>)AtfixI8GsS>uz^UlEEbQ8#CuF(2~18c
zQLVE{d%q?mr0$E>#b@|Airzn7;J`qMXk-f=_l#RLdVv!cBSioS9uc#BT}g^lm3N1s
zhZI=X#(V^0e!-9IXZ~)f&ynH{<w5Ff;~fX{{U{0+949^&S6+_snY~Lobgm2EL*PzI
z+^;{hIjZq%zs|A?@x^!bnD9}9_@!Y%%A(}vrkC3EA~oGb^~?~^Th;eKY*m>EduqX$
zLQ&OcD`8Vu)~oAM744Z&Df3_{3~`uED`Y=$Ejr*n!qdfwDvdjXI#8?oJ%ABQ4O4k0
zvmJS6JA(WGz=7yI`3&C2Z)TYHS(DM9*uV@3Lr}IXBsP?>nQYuWB&4M!ikCrV{C5P4
zlS0;!5cJ7^>hB_unjY%DpvKnBTAn1Q`s?UpqEPhb?Y$+O736=0YoxsgpR^;_EG?<#
ztTsqF^)L*PxUfEZh$~5~^A4eSD9PS^5ud#6R#A{o@P>|E6h+sz3fsnaZLH5Ha2wS`
z>|%efp7eld7_Ze97Sh-@v@$v3b}XM8imJcYyhqF4#-c}F7lL#`p_?^bw`wZ1S>9_@
zg`vLr`WQg+Vcg#;)5QdHphZ>rlwA-y#iLnJ=-TXks7^&7CJUG->)V;nLV0KTa|-Qa
z867R!pa+Hl1UjnYM~TMJAy>eXxb_$X3V%%o@S`!W9*8x3`ZBQ4S^drSi|`<7SOxyf
zn5Cu6E*kkFmv`5$n!2dqR!3_5CbhfifOI)II7b#D^L2JefqIbBt*Yb~9gcS)lr;%4
z1~BwH7I?juFLprbEq8r=PI$|T!gsJpT*n~7m5DD_j#BQ@WsvK!O=j3s`L*HZV|=t?
z@%?O-euOuu{zDr-)y~~94a30E!$frY70`Q#6vc2$_?Kb#zWekZ&lrD|YOkGN2b~Z|
zsT&)}^w4Uh!@((0Ropf9LPj_WM6!E;{Z2JO{+q}HMA)}?{6hHg5|KOXV-v1Kbc7S4
zNr$fp;LqvF5&mnc;wVkAs)QhvjkrhU!>U1<Fn=6Zd9%h=KH3z9iJBfQ8%n+@iW(fN
zhc06yrax7NP3-m?;i4DxiNJq!wKAz#-TSqAt)|7ts4bWP22aTcBb<?m-B`bWxZtfZ
z4_wdC${Ln%lnv}uUJT{e@XMzJ`cs2l!uc6l)!Htxqz2<M2-GuB%EJ~DAXNMu7z!6k
zckbQ~S9~rh0QD8*V@vPob2UiiGThFDVrm+jQ2b#cghgUjpsEG*Hfu?mHU-orB6G!b
z#$`~wuv@s!FUXWq%gTn48O7K;_v#w4_<1_qB`0t;{IurMR8jck)%~byMxhf!K+Bbt
zZW@+X&iYFKb8sW`n<TXnaC%6Z-W3wJX+*JL^L_<fnuz^XPArJC!gSpScqz17gm8?O
zP(bL!kzQb}-;Z!4Qp9D*&Ge(XFvA0I<HgdXEsxQ$pCASv*do%}$DfJQ9Id6g-}^1d
zinPy$6&y4WsgraY?0HWNlw;i55fztfg~JG}S}DKbTTE)Pp!>?h@Tgjmh1cjI=LuRN
zyTK|D_^xm?jgkzpYRO*?g=hZ)JtIx)CB{5W7?AOn;$XYr>tj!8b|!_W736|t3&(}M
zgXs$Dd|710u$M8-2)Bd6ko-;mEl!}bljPf3yAL_Jm`MO06?W|H7rEb6mS94Kz~B6q
zWw571l<d4v?LyXh&tSM&xSY<i8boPI8C(J<A4NnV<z2<uM~rMq!}Oe_a1v8P!q$c2
zaxo@G2x5?SOMt9fMZxzXg<-z7ipZ4YU>byUDT=O65P^b~Gr>m=1Is}HN->VkQ*(@-
zfK>a}WqgJ%;CpK_4`U-W;J73PV^jI0PlYZ4!IY*ISZU^dp!*Bs+SCS!6Ec!h;cp(u
z+z$n59h?|C1aMxi@WYJK$LM*5bSDl^?F<BHkC-l)5tIRKz@>T5OC%UZmC)BFe|lCW
z1Hft*s2pH1VI-=N`n7nGh(Ygzy*dVBNyQF|j}Ai)SD>9JL;1(lG5U|GlkWLiHMN^E
zbPzJcHfkJ1VCktTZ0Ja>$zO;|)KHg<%u2h)5gcrOeh#moZVFPl9qQ;Bb((f4G&-bW
zY~1EfxyziQg0cMD=F^1MQWb&;*Q#!51p_mV*wiQr`+{*vj@lcJIT7D}iQ{Q2K0Z3G
zxOqhCN7wAeuc5S`H;cGRC(`rC*}n4|tINyFCtFIy@tsL$7OwI!RP7bP%C!h&_gV;_
z>Q!W~<D(|RCW_RXXhW67)F;<WJ$-^9!G!Z>A#%szwu5wc@Qqq;s||K^K|rU4%Bk`u
z^wtIpLLIeGcJ~MN7uiE9p|9{d-I4u-d~nQFJk?qAP2m&{aWjz{4<*q^fc>k|0*{c$
z##oSaJ0M2}Xkyqvz@_D!SFE6#6(~t@=J<PBnn_e(bq<~RnY1?0M8VnVy``$A7gAH2
zHsutm)|Yf;rn>oM`>Cos?qP=7SK4T*uYlfZPWUgQa>sK&ob+~d@p0Z>mq(<dx!7Dq
z_>pE8rySJNLpY<|_>s-NP;~|&1Gl7sW}EDgrhcfQOtlXToRxY$7pvYb7as8!H{c=s
z`|2lm3SCn6b#k4AefWNQ)bXlg%8e-nKrY@ze=vNApWPWS+_rWDm*wCBr|hsYACjg#
zII;y~Q@jZM%g}5w{Y4p4{YwJ=7Y88#2?%rigZ@(1{=Y=VKR+E&|1}4?c4YVe7wF*k
z7ZOtt`EUH?4-WFj_E!DNOM4IIjv@bla1p@g|B~ZHVMPCho&5zUe$@O0C|)DFO_P1+
z)m$i9t2(Y{8|2%o9>g?E!u!|s&NFR%6H?n8<h9uqcZG$8eI>^(>j+;>)<3IGRZJ{Y
z%mX#STv1JRrYfwCQzyvFsIgfFn+hVk16u#m1I*CmWhyn{2V=kIb%1MBF^iiXHRiOz
zUJON54IlPd0(Tu`68FQi7L+ocVdxsd8k}P*#lXkh5}^tdc%}#2<Gvae8~paz!4!44
z+`3yR_W=!mw^nZjA-)Z#$3%DX72|l!m#FD|L$NvNEEOpM+`BD=z<(K;I|O8mkPsG=
zP*_YRBikX6{sx=rj+TA;>CO|=hm+;0Hflw2nGvfap9B|4**DNgyQnv&n{dhvWC{c8
z^@o>{Iv~{?fgr^N^7v;GXJyf-y2cF{ZHALw0h6*u&QttQcyE*K!jpy9&kBEE?+a(&
zhMv>Tu1OQCc52pj)na@V$k;Gyq0h&`JlnlRqq|LYYj?%aZcu-E*xZyggMo3Qj?o}a
z_|DB>Cq@&x;#^ZI#U|cQn>b;sFYIc~wC|MNL9<|XunVWX^MGsapgq0pIqsG97`^*Z
z$iqr;fkD<=Nq8BMSty$HPadfU=wC9s2&BWew&pxI{>TSs#77K3&v%tq)^Av0RQ$&V
zk8X3P+x6kKdiZoVKF_`&|GMK~c>q>bC8(&IgOp;blaFuu#|dZU<*2}CwQeFWt6(vU
zvNqlDq=(BUrm;3W4hs-`yjXn;Tk-Xw-;>x-x3co==9#_x{$8Iy{%b6TZan)OKMLnY
zP%gVD+w|vJPLKL|FogZ)6KBcFJR067jf!#K&(f;L_Bg(wiT%6FiTm1EBy5>!yH)D%
zl9|s0cAo=nDix0vzeIQyuiqiRx@#_O`Zx6RF$E0%T=&Uw3m`Z%jg(oK2v8UPDEmE;
zefI+vu=_p*68*c<@52~cb?r_vWy$hOg8uba(Mq*bS{#Rd{YaaE8yVQWF4Bw%H|<lA
zR2~Qc8}Txq_=y@xPPjcW&SlxqM3+uT<%8~Z=AS&9HMPnUAO2PY62pslo4RUKo!)qJ
zluq0rR(p7eY*IO1wmY{>WBj@}Jq+S*G^JLrZIn`UmQhC*;vAbj#YYo`6f7Q#iLX0z
zrq#28v~S++!>Et3*B=)s(On<_aE+g!4L9+*39*EJ7QElYSM7>38xKikIda@LaTr>~
z7r9MJ<sL0FFcLA0v)6ZUJ%(Zu%emg|p<=SaYT_t!ilfUYY49gGNE%uAKFdCz@_l?z
zlfl3}lGiZ-EKfchcHTNAeY)Ulewl5*G|q98(?2#W%csZg!!vPcc-O`MSh@_bY62Rr
zhS$}}x%q@R6Rf{=hn(|*ke@PEEyk3ss;agnb&<}ee%n<B^1FXnt&91?1`xKZq|Y7E
zAWEa=EVG%b7Ye0TR>@cJUqzbwi17Hnj;e(PQ+LDg6%1HQt^jR<5q%qyNo(SdPyU%6
zoIAOw<sk#<Zh6sWTY`Yklzhv?zB<+UJP4b+wca&j@%!z^s<=u+DTU1Q{cX6R-t0`B
zqtQ<cJp*g!E357*y{#hz%ToYbfr2Q~)!HD{CxH|ysqE%;cQkt%qm``Fe+;nRAukJp
zC$Vsuw~b9)2`d^>aSftELvPPzY%A1*xIIhm_SgnfMlHu_+Cn+c$QWd`N<wBSGMU@+
zt>4%j2pnQtqP^Ov_FO9BY@I|6D_2(RqJFJbm>!_-638oCQAItUYDO|YS+A@*I0CvL
z-<N1z?xt#F&8|1A@$|mE>=xRkwLi<%r2A=cwe&rPAHQ7bV{<hF>m#s*WHaM1RlDLh
zHk@y)T<@0YAP=Oma0|OkPP;+XH2Ky1P>bczwTTaYoI{*l*Uni0=Sv%nRj8LH3|>9w
z=7jw61hE1<=|As_znsoT*hzJJj}PYNA5&4imSOgF4DuD0-w4Bh6&<zR8Oji%i@aBS
zl{mF7=I-&;5Lsx6z`s8}RXrlLiw8%0C$6PomOCZyON(D4DZ+%L(MMCLF?^<T*nR1O
z1i|Ln6RE?rMf|4zd4%=@RYpiqL!G~z>;wvccY+LO>u<15hFJ84e*VY1Trp77zKk48
z(l)c)Be#^z;l19~63g(C{r&a5`cQlV3O;hIW=VxJJX`_BRiv0?xF($iCwO|n>A_;w
z)iYm+ZBktSKRzVvA0Lvpo-#KY9X9hP4<V=hVS@cPh(e{)1>x=_=Rm-2&e%`S#r8JN
z9ts2}HET7Yk4n0=gd$)?HdU`r2R9a*dFgv16?C*U3Dr&(91ECG&0GDuy{J$3AL9}Z
zzmW#~JJwPoX1iF8mu~HO8_owV3l5+C_4dG9H5(eqQ=8c<;cS6$oSigmRxsLv+g9`~
z{2NJB?a%cf#4Q&p&iyU2hcEgz1JdR<O;@|&!^EJMl2ykn@cfJ8#>nRa8VLCOgg7i#
zWNzu6)~bD9u%^<Oao^hbKEM2$k|)gKv$|PT93=<sm8CFe2360X<jGWwpW~;#+fe!?
z)-f@o-ZaJ3Z<oNteQLWE4?{D!;L25ip{;Vj>JxSv5Zqj7$V7PB5Hza&t<&O8r%P_G
zIJQolteHF8&5#~jr$HH0ym!TZ7!oqFYW9|iFQy-sF-lC^&_wlT)WoH5Y&L&=aPK{-
zC#b%cG8SgcRg+@P$`cbil(V$xHAt`RN0aCA+4sFA;GAg`;x7lmhvDN_`kKiX@K&Sn
znqdh$hlWevA8xk;$7en`0KCKA^oA3~z7?oQxI~pnx47BVvndz_CPZE}A%jRBRF2iz
zHyWlG_WoSLY(x^c8V+xU+_B1d*0Z=~jLiwpPK832?|&FicH+O;wzs+<(|KQ9cJb<)
z7L==;wE96jH+XO2vi!t!z0L-J?jNPYs?{sSoC~?%s|RrJo<<W{1Ti!{NAc57+!R&M
zPF!`=(bC<6l6f==Vei5sDq%kblYnQr(o`i~iOHnl-g~+OT%7^O&I0$v82Wx;WCt(c
z4l!lShFbr^7CXCYq$Y3+b~)5>)s)MmJL^HeHJ4iFP_<!!I_HLCLb@N+z$fMgpIdEC
z2@ka#DBj)&${eX8aw|Tzu6!g(v5t``T{pG*F&-eF&snX&O|cw_?~p>J{IlsI=a~r+
zQCPJqYZ%D1YIjVM%1_NYWa?}78v2HO5KlEHg2B_X4ja1^eFwvZr&_Aq7_N20I^U?u
zGU>XHAAA&`?lQDIHR^1q_c`!p!-Iu(%5o9(53yOSV021h$@R~3*_xde38RZ`Av<U<
z76TnJQ7TYu)*s7UTL}bn`Njj+kFaam*IJUaWh>-X8;VNiPi|D-?HxtEJ-I)&V1$M`
z@x~vkp;Hz`-w<>30@#4koYvf%a#hS8jui3_>A~Sdo8lV~tB1Bp;*|Eo(?h$_T)x+Y
zGi$h203JR;MEXYXL`P*LW5Zf@IaZb##<s~u9p(ljqAH}2R_)MiDQmHvqdUxkP)7fF
zPX1K^!^K)o^>^le>kJPQA4d4E>ofRYdaJ%nTl^Rq6nLnG=eZNhRMrxC@{i-Pbk)Od
zC(bK$0J~lzz%E<D{|%^r#=dH7E7tNbLtuVX{^Xq)OoRyK4&nM;!$NiuebP8_5GpDC
z(`|Q*;|+GD3X`S#XQSStW{EH!V`cZ|SY~Xx_}SnLJD^y&a`{^`;~~kWfjAy~TOPWv
z;KS+{qXv!bna1?-jT{ixv#e0dAj!EH3ntuIDLzwzG@J|MpQ9>&*lpJA=E6H|6zvvu
z(t|&sP6VGV)e8=Q7EEVMM7xY^Cn4h<gZJB3e;Wx%MZK~Hg@q|?(-VUAEc~?pu_!wd
zs}|NqP*M+7#SpQS6+*@#XCf^yf3MM0lqZQ+)&gZ-Zuh_pXP#ILnEUrDCT!G)vW9Z|
z7uQ!FUDOc|!3@w93e!0U2BFiPRTx=>S7_)C7LN|O5V#z8%=*g{I0pN`HnvR9I@F18
z$CTF_m3$aq+%~))vbtSOB?{Uqyf#fhesGx3thjL%i1@_{rkqk<3ubzumnpia|K@5e
z<pWHYS<2~GNZveb`MME>*gMT_JF`Ma74b|$F^QDVnD}MN(uBF#sCkZ1M7vR_K|B?Z
zdT$BB%?hR-VaURHaG32=^N40Qj<eMjpqSs)9$6kg>XcN2wRPoEj3)X$z}><-W+_K6
zc*B%w&O$ZFn&=)v7A;N&E+*P~(RLda9k^tZp`ARmJ!z{*R5<x&0HDMi?K}q({kgO6
zeQKh!I$dzzd|GNTQ3v};%b2a=UG;Xk6J$ymaAH3OtW8%z*`!rhK8KGUN3Ki<pI=a$
z?X|gM9>w0l^8IZc@MreYwCo|>q{CD)ib!Zyqf^o2*d3W;mm~9R|FlWx|LNX+dGw#Z
z_#pnbfrMA^&;X1*zY%|gWZp^h;RwLkmg#Rs2BGtW7wBA;B?1N1<;ge{UJU+PK4!ok
zV8+=l+60FUFFHU$oakG$SNw0{F2I{0az+7`Vfap+z#8sdhy-L#4QjFAl>u`XTq#K*
zBcLZ0El~0nsC-rXlY_l^d7e*5Xn1&NHv9-<T|`?#!(TbL?|_VCHIpaS;+=6P_PnC+
zuZ)3ov?e%SOkOYEwbEy1u5|nQ8mMgo;LH(6+d3k+>-LL}-P2*o)k4dp**WOvShfe`
zxFj{NjjV3~2r$v`YKHU8(*Eso#8;e}Dw(6RF5(fa#jn*H9lo1wlq0DfQcFZ@m0ubL
z&#v|mK1KN|T?@`#Hc$qJ38>C;u7rWK<YIAoDhzfe#tT<VDGG|vsqFw01GbI1j?x;g
zlm<Am=8J@dYE4?aDX{j|&=D7;FNIVT=_PecT-qILmwU(evuQDY3>euSS}qbQp>RI1
z1BIH+BMe)T-DYIO66il2jXRHB)Q=(8-dXKd{F<=C<z~2z4E)Fd<`Ute{%Y4Lk`oR>
zEZL?U05fUoJ5fy8@_X4VHR+3{Q-@S*QW}OMc^A`?Y$r@eNN6aTky0inWCZ7DrCB$z
zmSz%?;7B*6Z=uIodnXyzlZWpy&96Tz<bBKd#>D0TsY?F)Ki#%ogZn>27$AJ5wmC_B
z9FxuQ*w&tDFYkNCMIQCMJL+Xcy|FZH2wqM4)TE;HkqIo5@W3)V*d4Cxyc@0(Y1=Vb
zDXprBv0a(p1kb967l|Ae)#ZsaNrF|9bk!0Y@>P2d88?_KtDgftxu{`&tJ$EVO>*+Q
zE<i`p$}J9rx!dESmI$I=YoUAlZP3<Vf|v4wF3y3E)O&_hae9Fmoa^iv>B{HNC;6)N
zMxVO&JvQQHk#Z3_pcSc|^rc01+6_qn&~H)iZUOP**2W6<BGuo431ZIcQB`Ui`J1uw
zA&E!E>sy8bAyYy}^}|nIw^G+ASPd*|RCHdfj-)S=u!LQLTrNnJ6DE?)Y~+A&B{tLY
zE3TSw$hN65F<FmD$m#V0j%i}goKR7$eUURvdijvN{O0H_znrT<^M?BK*wv^f9n)nP
zYDT3yt6%&1H!c3EnX}m<tpnqs?Sba62|FzPtqTcGOJlF$u=43~$=7i~HAs$KFi>3w
zXU5)9>FXCP*DC#xH7xBWgQB!G#-cG;sv&@JT?D2sqLCY~Ap=x|wM6lgbbRUxwr<K9
zm@#b%yv*Gg5aB*}#D%2=K06NWC_Rh8+lYw^3u{=JiQ$_0%SfswOz)G~Elgcms6G0f
zu6hlZz4L1(@Jw&&l$I092ikU+bT>?aZi?@NgJx2SUdFzyP~fUrjj7j6Xc+JZ71rtQ
zB9=)C|EfInj_kYGZ;Zj5R8PU{*>0U(T{rVN#@`|_?T7d)7s)1ig;Ve49DF1m<avU{
z+*jh!h9Z)Imy5S7^hI@cbZXPOtvHrO(b?fJo8J`l2QO2724gAR5KjROl|p{?D#fYJ
z&Zy~p(c4%=K(4BE?=-JV=h1WJa`x^it~{x8lp=@f(yLHq`P0Ahf9*>F?O|`nJlUPG
zwSoQcf7}?XH|1-<Y`l>VbaiNY-rf`^@0Jfadoa)szdL{t0kcuUVx=oD93D%juNX=F
z3|1nXnwQUYJpXk3Q?2jnImXZ!70my3c~7FQ3--xuuI(v9Fbb@vh;*f-)(Z;AZ*t$G
z^i<5M&IyTFeHoaDunO_jhvTunr*<NXR8Q;Yp_;t@!2u?5uyg(#pGD4RV*+$qAT5QU
zHg<*VHjSgJHgBISY~MrAc-!eR*Y^R2AgwTi*EPGW=zax!YLoKsOQ$fFcR`04qQN8R
zby%I|WJ&%9LvSmh(wmjFD25fC&TYK=cjfuEqu^0zOR1P#l3E{A+l8sc%pLEDXsYno
zz7(9?xtnM~&KjzV8$_aEfZ}<Ao$acgZpcB}#x=vEL-Y`m{TAL0^ln(o(pXoH@LRM|
zznK$7czfwBYP2MtDiO(W5jt9N12$O?L>_Yol{B1bBn#@j27Yav%R{6@oS9pg64RkU
zL6=OA^>>~a5OHKnJY%bI?yD+~vsZmD@n3rpVOUH9{1;R<H@%V@0jH0}o2;+AfYml@
z6QxzXWjw}=*+|MQZAErn{35ATUy~2X)U`7&orU8ADlbkHTjcigS~b6tOfAY9@Bxtc
z{2qz6Y;<<cZ@_&?0Ki^2FZgvsnC|(^kD@2v`a-yFdkuD}$MJxwgu!Av3O2`Ct+(Vz
zg2K8-n6IG5{VUC>py9YVmwN*vQg{8y?^m3&aw*HT$7<gT+@_+WA?0x)%ziAB>XaL~
zp@q<353@-Q?8@~6EAZx+$wDbUB#I={FEoGo26hI$i_}JciV$gd5Q1?%(C!-P)FSv}
z9zRl$PMm>@EM`<vcmSSUqrf3LZRA&8Qa}5xxM(f;0nLW;qJ)bZ&sq+~Tcerrz?1nF
zu>rqWyASXhr`9dHivhnTiOx4urPT8an=LG9$CMM8rl#t>FJ0+hbf(5tuTKN?^V-a&
z)P9`LX7j?R0d)K|M^%Eh0X`^pnKP6LnCImU29V5iP0d|)-%*%)etz(C0sLgtMIe~Y
z`;D40j)|ALH$RqM-*wCOWh2d1OFYzb198E;iPf+QFQ*|$<X5*qQSaISVSfnt3I8dG
zOHs?+5{fOzY^M};4s#(edgRCGP|}ipYyHWgd%ui*Nns<Qib;hbS3+j`Q-jK5!RqaE
z8TyTZ@u8)&Y*;pw$lYe4b<anqEew%@E=G~;SyVW;-ti!#w?X270C2`IV<+VdEStFs
zQ-^eHi15xBHb#=>_{%IqfbTuNvFRX_6wi+Tj;m%;&r~c!gPfTS&HNst1$NB*${T>u
z`7t&f0dI=Z1DWJ8tT!3aFN53>*~_qjvw!6Cs>Es1%<9cxY0S8-4i}Zy=h2QXezN*Y
zv#|a8WKix;ps@oN$o5eFqG?lcr>v;1uB>sv*;>A<uB>zT=A7c!@`+sWIK`ZjlqEIw
z1&8=I+KpTFq?1O!#%$KD(gLc@?N8z&yHszVO`2azs8#K&9o5C9%NIYws{Mo&%xu65
zG+H8`f7UJ7EKiv*SDfltDdT#)*dEZpJmwir(gj|54)l*Y|DHi+hK((;XjfOl$goX2
zh7|R!vP+mNf!(!ZLh6NSZo`==N9k{mqt<cRcQHLO7QWOQ)b*T}H%5srM>^|9v?LFV
z-STU=Rg7^p>Hkw5c-~LE8Q`3Fkmf36=ypfDG_6@3z%#W}zgDa9?@D`&4d%jn?oH0K
z+=i*UkNpY%UkdfCcMPoUyQ|*CHU7Ju1IxyIIW&H)1x<hlbP9j8ReG_WHTR_U^T!=I
zqPf4~{7bMOK%tv(4=-wKjeq|t{GXU54;GN??N{5>!`WVe|E<RN_z`TK^Ng)OAcP^8
z$^ZTJ|M%OK8R+jx$qwxtaR?Af*?;BzzbgMf+0OvK=35HaHGTq_Lb3m467&=x*|F1K
zySU@w!v6OVslPS{EF|#8RKaiSPd|=$tpA;cj1~KPBLo<nSaqbOD{Q=3{K{RN?w^zE
zr=`|XR<X;{N!`}!rFa^OU+3jA%T04F?u+b}Cg-1KW@a`MZg4kvs~|B!{pZmgf2%e9
zwFa<B6Da=g<pGvlws`B>M=!qo;z6Y^4wsYd(3j4h`M){08d!}V)!-lZe}Z&XZ0Q(T
z<;4)x9(<(t-(}xeg7AsEqt0d;<<slWpIrm}5P+c$n~OG=vhQLF8=coqiHE^qH!vRH
z+2fM`KE|LPe7L{Q0_b`+<q?o4BZdY)0xQn0yyw(+4@4_HtBw75)A^RUK!zNssGOIR
z!`P}i{Xdy9P22$;gjbBGE0?uDx-`V)NJ-$%#jAxi+`j>{M+p*%|NN;xfz#!GF3tx5
zvaG42tY7!VYJDgeIaI&HurJDarO`mf@OA&FCw8bKXabPMtFw}v0HFpK)rhrHt2Nmz
zUNH>qWO(bp?8>@Q-g4)xprt)Kl^7>tbo#Zf)?v9{;^kyKvII1&ChGF@Z!&2FpV@wD
zdwwkr4G;&Cw>k(hJX%xT$3eB|U@=+EOVR}HtRKiuJginby@mSzGWbcybpD~CS)k%e
zAj?bh{mJh49Y7=nr(LxIsKs_{bxPZLf3#wCWRTTCXzn%3xuY}!zA6NV)J|S|UyH_k
zzx$0GFvUet-R8Mrkt7vx=o<B{N6E7((nS3vmPI9Y$?J@CzS%ncE0nS6n`oMvsdxP$
z$U<>hop^ae|Gl%?72zRTg!NA7bb5H~ZrYcO9dt`eizft(uc9BCw{P{9>iR5q|7yS^
z_<)$sLp<&pmF(+%BoqzCkL6wxa5sQpE_F7;z5!6o+rIQri64(zj|?+<+^qh36}2>(
zGVF0U?b>`FkG&nbR;2#*o$6~~w-{E$xr`Ez84gKGz4z%MjI}AvN{-?oM`sFHe}^+5
z;)MFENfdDSy40&(Hd*$D62|RPGn%R0_F_tA1$p=LoUKsBUtt$BD8J4lgs^<qIPPJ$
zL&A{%zM^(nupC(I^S}QM?NI-&H>wK|wQ5@1Maac9-JkDr^B-{EU^AT|-+%o=-X!L=
z^!}#ckWZj4Szw!A(C)iPvG<Qgxt9B0+`-_bAqaCB;DR=d&w2Jvi*A)|EUAkZ!{;S;
zwh|;qW;b7t0ckY>FX*uyGm^CT#F`jF>|I@a?(pRL4K}ys$<E;8{Vnht!e8C=>tYeY
zH~qU%M)-}QPp_RcTnQ?|U&KS)Ly7Z1kz{m-0uLYsXx!M2YSbLmpjt2=kaJf(<5B0%
zJH{y&++DV@UqrITR`Ae<1Ty+*<e23%#;BrdChkGjfJedfN3D+7<|c<)nXz7MWR*sW
zpTBLn4G({g&}Rzj>%2rs(@X#)L#dJH`zLk(oXgQQv+K7Mgm`|>xxAzXBs-S3<TV3S
zL_*)8tm7X=rF5|X>39VHd2}_=RQ8P{Ri1wnxfxW~$7djGtG4vbBbr*-80X#P#cmHG
zXmIiO^xzCRh)UyybFsc3fjY&lrPb3?Vu-LmcFz>Uw@U50ah+f&LVMHcA@KbCG(t*e
zVIn}Pr4*E~Zgdo4Q5NZhaC1hgEF5wv3p|+Gc}d&P&VRbo$>g#&-Rj%C2_?A5ZQpIw
zLc<EEO$^~!|7BvX?P}Y&O6MTar%1e*_WhXRe~$wIT0**V!P~ca)fV^Z`F_Lq8DVCO
zLd^SAfWC2Udt}3peMJi1orLG<idu@6S!Qg#&U?F`hyN5wSPP))@64O+9!OrAp-8QR
z?W1N$lU$%9ZE}rH6B4Mn9Q!csA*Z*4Mig+q)`mu}JJsi0p&!kyuKKDooV2RGpDgsU
zBKDy38{I*4z<RGMqDBaS{BQz6<Dhm=*N?oZj4POuVX0dRPZi7!II{gQz29c@?Hjz?
z<#a)c>S{E5dc-f5Lk9R<OcFhmH>9W`5%wtCI!5V1@!#msv9&97U>)Qmkz2;(U}uZP
zf9yOa*1~grIw~0il@va8>}o$Qf7h^(6mbsN+ZE7w_ibx_<F5RBot_eUn36s536(=?
z3m1Z-{adKIfK<Y7AznY!Qt{p}OBa*D!BweCCd4D90`^>Z=f#}Ddy7}2()?<7on4lx
z?i5)QMGX;5xPmH*n;W5+5w2UlaH4}?&VpEjYNDJFsz@8OtdNMT@C-dJ1?zz#2g%2b
znNQ09iP!zdRQK;9{<k)Mx$rmD33M$%IG~n&!i2(N!xN^O+5I0Jo;-wyZ*$x&eO&=-
z<8xRHks>M{9+3+%`mVNSX4c#M?&<gq(U~!SUfmJvnS;Rhk4CqOW<q6(lW@I#R%o8T
z;Z!)QNms9ym+-CjCM2{|C1D+-iDDXBf{Na76ZVXC$9NF}U4K5|$UxH-H3Sllot6=$
z=-8&F7NhGpJ=I^9lCQog#Eav5wMoJYaUQ<*7?kM`W8=4pFZeGZJx;4Zj8D+PV30`V
zbF70;42#45s|sarVZlUrM#38UIlpe4JEZVQ>~giz$a>jfz6uuQ?WIXXJ`QSo=*f=F
z=;cm0!K!AT)WQV4$e4C+S`wSqXhXOmptA|L5abP=6sa;`9iik8TGJXJVwUvW@BP%#
zw)}(h{?CMkAJdR-+_4VL@7^vw4K)PqfOCZJ@~<cG6_MvSI)zew{)MoCfRN54HuuG%
z6P_;R`AT>|`gN@G3%K$w{&3Kj`r>A0PxSiR2I|O*X9GbtXqKrn;cznT6^F)^j;{wh
zTQhPxwz6t&Zfb5;aJ$B1Q`p7J%X2s@&*JWfX!oYAO;#9?1$sjdSl3L9KSRr+ik5tX
zQOPB7nxz<#i;it;YQOY`rBb%#`7wzi5}loXw*%GJPrQBt3IG9=i(hw*(`d^Au(0s(
zGUDXVzXT{id~(od{#e69cF0LfHNQwakC^4{CumiSYqNa+DtIWEJ;tS+*plMSGzUaI
zDTOf>>Onj`0JL1FN&0aabGL%uU_SPZvB|7bXOcG&aX)ax@UT*iM<U$9TQZ64zwewb
zWJ_kMTYHBO=k|)qug7OhIQ@<@F-MRm^il}6Yd!HpX{k_V40;ervyrcv@;@HwiXZB7
z-e%YbI#`v?DR`S*?u+lf!?;+b)rnzBAC+=M$FPIj0K$_Ycx$oob8r(9iI&+8yRI+b
z0|r=`g?L)11^gY=M#zokR)dIUG5V3x&!P4Yhd9PwS3#GSRzzB^1$CW69TO@5pF~Kk
zyBAHMtUaSN;+oR|e5UMh#n;n@)I7D$#?F63{K1)&qtD*pha!Xc@`6VyZJ`FHZZ(U|
zf8>z_e9Gq=d~`b1=@l#O_;DR1;cxYX>MA56e76}&zeI#l;?J?bC5Fz&!r)+<ZjJ3J
zw30^HQ1y|CokIiD<q+r?nCFm8vvH!F4YCRL8sr;nPK&-YK_i4NFAT_a-bHvqemz92
zx-<$LnR_s}-_K62f%Wy-Gl0E0$;|(M=0&~>{9BG+hQj1HqpoBhz(xAl>Nvuj2E=IQ
z=qM;ECQvqg7$QHMwg2t_U#kGZ)p*vRt_y=A)*XE&1xOYQF(Lk$Op%R%&=ZO#o=0&<
z@l9Vm?YEkU?%-;gw&7)CfPhh(cFFQDtVwYN0^QMcz+w`7j43GiJ9hbHx@>dJ2QqRt
zB$_`dE8F*2HOlV?-OKF|Z4)CI2Oztd{1)(k*n6wEI-2cU6b&vR!9755cTaG4cLED{
zcb5bY?h@RCy9WsF?(Xio?jp(FJOBHgdmql*Ils+Auco`Jx_Xq%nxkfqp2!-Ii!Pt~
zq-_rA?pS&-^}S~42iUv)vd=1P;giih#7u9u<V1#rp|X7?!hEm}^0IkQ^-mxQ<FMAT
z&kBJ<A^nQ(iQ4y`8jl-gDk^WG=v@)++$T;XymAV2^1izv1Nav36m=A-Ha)5XEgL9t
z6%eR^-RF#hoIf<!0CFQjf=W?GI56V4p<Fx|pBrOQEWLGDq4~O<DDE+GlV+$TVg%ZP
ziulyX@{d{8_3|K9+&IO^?djO|51`akM;e;7s7y-IyQ!QUY!T(tTKv@8>U_IP(TYE*
z;sw|4QU9%E(?a}vtaa;hM@`+)`as9pDdwv-sGQ{VVUSF4#(7@?nBmcL_VfY7%h+C>
z0KSJ~Kr&Lw^B!Z8`j`;C=>;wB4`ZAWqa3t=!XDqf@iw;lyykDK-3RWm5$No%QF4?(
zf`$L4cQcpx6A(sDm@TI}m}oW~cmJHdhV>e#-)B0vo*aIV#py&;fn8@Zu-4R?jjo1+
zQ>_HcUX5v>U+I{Hdh|_|J{a~YnaJ|J1hr9{h}3As%52YbPvaMekVpp_u&rDbA{wl`
zSbHH%=nTxy>YDvOuEQXd+ej=7Tr0wJ92)bmBx~{mO65Hm41Xqo0!J7XY1CqLMibg%
zY(Knxrrn{^YB!wM>{YQlOZrwo=8`n~(9Iw=528=+-jg(Q=nX%Uiq0drf91DqM$^`X
zPTlJmOm|J1eX=7VOn=kWdScB<F3qfjvWgW@(9&XDH|TfXhF(jo(jBWu8H4t>e^DRt
z+xt7=I`^+IRCPBnFfexq>Yy)9`SpjF>Ve;H$h(`5FqJlgX-v&Tn-02rSl^mB)}{|)
zz%73&&aMrj4N<|PwO`UPH{bP>xBEQ$5#@TyQC=o4+|i!OD0-}0-WjT+Q_k9<dPWGU
zG7$N_j7^Er(Y~3pcD1(U29fF3d_Q*SJq}iF7hM`h;I3W7U~6(=f<-KwO8E{dYqX&2
z--W%z{yi0*F@})~BzWDvI?xM_iC?c1$-3yxMDBI6&iRJ%JzBhe-DTes?N=dks2>m8
zv4BV!V@m(OZ8<;UAE%Y@J;P7bFFtC%S3}F-dBF;V<q~gufS;EPHfv*a0NmJ;|8bUe
z0)3iXztjy}6s-~){5?JY9VSKl$FN!1!o&To#P-|OFaH-GpnMut@%ID$@}gHUetWQ9
zbsT{KfBfqI{P?K;=?%?PE<e@&c6)!>RU3rg&(fxuDj@J5OZz7jue})cxA(4t&SOaP
zcOUyzihAfjTn()ZG4VgkrTp9G@RY+7Fvb4`;2(viKfJ*SMt&6PKgxAV^@ns&g+}=s
z$3J(m`uKaabq-Y&gZ)RjT+ktox5<|2MvDD{!~V%C)cv75nz|`T1O8F2X81q;l5&S&
z4=A|vw`|kDeta}R%d{^O>!tO#Xn$fX{~|;FUCo)R4Z1pS3GLtA>MeEz40PYjqYpJD
zSCwt&=rrq0nN2O67gXGLb`KV_A4K&{aAKC7j!Ye>UW8Bs98-_YT0I!6nkyuA)A9*1
zwWLJszwUUqCB-GlPa9V8()IWEmAdUJjbDZJc85^R6eAk;Z5MsJP>+jDQ!=5VzrEAb
zvf12fiagYFrn-f~p034JSAB=v3q#1`b+~>aUF5wwWRF=sP#%G#_8KKA;r!5{76FXl
z)f{{OaZM4LW#mBlj!vUIg8Vy+L;p3~vnxD7RJ;^|%N2XsXAe*qn13=z6$wPU*w|_w
zg|npFP@MKYz)J@9S+PiW&Y~nm;tbH`=Ebq|?Tc!w=N7VDB!HM0Q2b<1g5gZ*;AF}8
zD|N3ZQn%WcrnT+o7E!ZsS{zc0D4bvTy0HFfjK)wgHMT4L=r1}+_apZPxpK?%b{jQg
zp<ml*I?B3|8jX3GfPFCXLn@jEI;pMS#JpceFL#6o2kb1XH8WR@frms-@P|eNm&lKs
zoIRdrdT3H=EH|1YgP^v!Vh_7!$P-3`dk{lZw8Bsmu~M1)8=H-<GM3?Bf}DbLcaInm
zFTDAB*cZ-HwL84LO^YQmxZ+uf`GF3Hc?fYBAWxUuPpZmE(;Ba9&YRIKywyh^3>5a$
zDo$Yrz|mM>lh!`Zcdn7UW6$U@G1?oxUcjpg@pKGM!c#pb#1KKoW+KhX8Ol1HYH#Da
zY2-g_`5pV2k9{mRTvHxLxsdM7z6%#vKdl6m%!Q$Tf1?|qC=HiAk+jT=Qzf{X4AOCO
zqc>Ce_De8^Xftqa!cMb#K-oU{58<T6_=Z95u4UHhS9FTCMFWG}zI@Z4_RIUn4RI53
zw@E$vtkZ^;b|ekQPIyinAsSv+H>mBGy0KfJ86pJpY`sHP-S_<Y>KOE1oZM>LVCYAq
ziExA60^JhJn(Eq`+S;iVN)&YvHGxjmt1co|MnXTpTYV;LeN=p8ByggtT0zWazHpr+
z*>lo1=B-vAAP$4@K)=>!woP#Ulv2p(7uEQVlHQD@-@N^t>!>^IAz;%^VIw4#FTSGo
z?U2U=j1W!Xt}j+mlRF9Y;X{TroVQ*Ly!G}0R|eNvWTcfA^wOz1n&P_)d1y{<`jzg_
z#;TZn_{!{bz8Zesj1wi69Ty29)fA?x+RiHQ4yxbEk9WPBrr!gdMI)9yhSdeUejM_*
zVM5@|?-%z|9i;V&q!nLA+4CM6h}rYDyP;lP$^e2rH=W4H!k*-s(iFEL=bm-|pn%bj
z{UD7VClhTD+^i=11I(T0c<_j~Gdh;m{l<A|#d~-*%Hsd>SB(FR%f<mPnljFwTs>9G
z3tr0Qvm4xdCo<<qEpm`LLCDv!)@*vW8w#Fv6eR95ZaPLYF?DQK&klVVJx4|Dh}e>^
z?;nwy58W)VxOSrM65v*ZF(yT=AHN`t%w1F#HE+&MU_U%WzR461G`U|Mk_>HCqucj-
z6TQu0(@yp{vh~`_ybTlmCUu62?mrqzY-|Dg*{1eRP{#`>P(edTj|V?ayoMC-HnN-e
z2en(7@?g8QCUZ8W>Z5?2<PQ=wDv2?8*zkQn@mg;`sFX6XRyWXSCo+5*YZcbLrPvfs
zG_K;Mkx>W;1HLLvNRPy6GMNe4;wOp`ob-6id}lwn4%rD`ymdWu;e^MBLoYJNcgn4;
zqImm+_iE`y|LI$8ajo7!=y@-taU|l+mwL;+FA2V*SzpQ{x1YA_4rQ%@TE@zs8$Sm_
zy1Ko)<8XK$_r9UTC9&TIct7yjKh0_Il@F#Sp#K)5%Gz(s_%8m+CyU-^{70N<1Rkug
zzL?H;Ui72+hU}xYa@;zvmZMeCH<$)*&m9VLo6c&1TtQTPy3o0PQ4oa1xo!z77;BZ{
z)bA?yx0Iyd(rwrI2)~LK$#K;U<?g)5A2l{v4{6^VU9Jh{G3ltpSDN?Wh$t;k4SO<n
zk-OBL@FU}MS$UxveO2DV)8??n>Tml^d`jR>yXX7OG~bNNZOSIMF*Z#rxY^;3bBM_5
zXa<2z;NKv~cwY1g**d*QFL~^~+2Q^b_3QfxqGivtPZ{;|^o@Rp!@|Sq!cdS|{vr<r
zWj9CEDtYrGng$sZ^QD|-4>4CXaBIB%O`P}Q4R{bWK+NhYCa{U(_B+K|m+eF(2HOHC
zDApX~_6e=YzRxgrhC~n1V12mHUbW=v4k|E-<rn`c&;=580w*J0F)Iw2{r&+~tHK2h
zEj6L$7s+d4G@SUwK9xMp?#DUQCyFi`7eh}qEPs}Wv24-u&{jI68hcSq1edvAvA=Jr
zugNLB4oe*0!oqz9Ps~s&3M<3t0dfTP1~IPIUJs1<5{BzTI-PD*(lQQ4Zr5K8IX#Q5
z(c>Z#P>M-X{!ve4ko)7j`krSW9I<UzbVT?=-^<jLv4K`Z6zKFOrDOm+4W?5-HN5AI
zbuv3ts11PAi<AP!UiqLC^E%+0b2xEIyT5VS47)+1h15?ZUivrMPi<+f)O1(pwdfWR
zThj>6mhor>XDi!y98Sa}lit)!#zJP<Y*MDneWHB*czkZ_RbTi<iCeOonx1jE7JyFc
z*FWvCzunNWit2m3r&~O|o}U%AzI%M?7h?QIyuA&MF~eF25;_|3lh;H^FRoRKar$1E
zPH4&Pbi4>xK>MBy-pv0pOA#|b+iyYQ2lq*w4^HO#if6@%%k)x-pqE$|JVPvK7N0#s
z-!((;l*Z>6Qo*pvTv;;g{^+!_xAa^>$Cn*1Dul-eRScYXR7CEgRuy=9-X1#2O>@F`
zF9bUbRD-b&sUpk25wPp`KUU$hS4Lw5ADc#CjhyFZ(3_v1PqpWQCqrj&97G`Vm9-K_
z1_L+WSdz44k>2+SfE@rn_O)&lVnX$X(bix+bQ(1keS3Sk(2$|RaNTmRRI`lF8Xt^R
zCHU-}(Xv<5w@^N%JPeYEdR6yJBC2OQ(=7Oxypi6+alk-6+B@*H14V@q3l~iLw+GM-
z=KA)_3~NWHXK%O@!UT2QW~F)t#{Ky_-wKibfQ3Fc9!!c@cJX`$S223g>=BaZBg(}Y
zU>dRV!o1V9ijd+Vc;)o!u3_&?&vhg+@eL}5X7&bP$q^Ha(be8|aBeeEt|tiUP4(}1
zV&1#o@x;XLZZ`3@M#f1L*l*q0d?m4JX!5$|(VGsZFoVNIuRu}6CJ^^^SO6{_f|sz;
zS~*)?rNgqgu>4!0MW{$H`y?pnTjCFTT7C14AaXp`6;P(@U@?1G(Iv-Nm9=07K_Zrc
z`h53;kvqC*#QF|Z*VvjX){gDdH0&$x4C7gXhC}pC@3udpOQZ3LlXW(th7xv<$>LpK
z_ZVaXM2Llmt{2h)6bu&ASv`%oMEPQokA_EugE-i^pzvA8W4RJ6Mo5(a@4Gysz^V^F
zJ{Tb5=0*#;%*4(zfZ@%)NI(Vtk$_rsHD&3VKxI!U9jV<3pog-8?h)J^*Ln$SeVNN5
zg8lJc!0Nw8N{6(Tb?tt6?_X6^(Ajj>IuQFcO|*^?!AjFiepbQKF4<m|AOPaf-|-~e
z1$#4;(j$!Nr#@5CcgGL)Rzi7@Y5O1rpf!DFT(^ra&BO&0cLhI5k`lS|xl1g$w`uQC
zm}fnBHbc7Q7>@L9`#~CgePr^5O{!n!{5zd8ehLr^><)(V2DM1}9$y37THF!J_8U()
zmUmh&3nMKF=aa6pCfJfDX^DrVjMrzwH(rHoFx93sR+z_dvDVes`c7+Ev{%3=FMj;&
zgSh=E3KkU=+^`+OwijY9{yVA|mVQ(?g8(emUO`(8@S&t?WC+%X``wNQD~|2#yzx;D
zpZUfdfB8T|c5)65x?%2Dz?w$GGxb%`UF0-NdP!>e+wV0)K_RW99%Er=Oj9{K4mHDt
zCU!do5+Nu~t+@le(Eu|k#kn;&>3PI5bQu~ckD?!IRp}bZ*mP)g(D_3WH9h3s{iIFo
zOZ5Ki&uh0w$oykjUrPA8aI*LDo>cOXgZIbnli;lz<2ahSO6l-6KGhs7N(HRauDKM`
zVM^ttH8(IC>+Vv{#5x5O;m5SH4;yvmHIh8_+?s?UB*q#0>0n`f?>{to((-R^bY(Fq
zFs~(Cy6Wj~@t=1l6T|c7&z`p$2y)f|=~g-6a!YE_KFwHbNL0>w@+Gv?&x`1|E#F73
z@l6z7Tz!AK8be>2Sy8RWP1CxycLjRn#<i3#v8B<In3x~#5fXazl)D$vdd?cj)Xogc
zOD~&#pL1@Biy^$9{!wFWwv?&a)A2?bSn8iL60qU9Q#&-N>zvl4b-w%EnujZY>I1Sh
zjdttRdFk+>Kend6ngcxa{Rs700}mEO17?RRO9HLOd5ZVNCd31~`Ixvb8UKc2zqI~Z
zM`bxVMsRT>n(F>rz21_dI?N4$HE?PP0F_UHcCif98yxFYI%@6B-kA~=r)~O_PJNn(
z;t~tC)rIh^$h4A-!ecRqLi9>_;J_Ox<jc~ZbPQ9EnI)&oyCbFx7YE}zBGOv8PHsP#
z^A|uwLfqKW)(PPXmkyB+7z8Y0!-vI&oY?`~bL19F=)<gg$)16?6#XeyTAcM7;QHPS
zD&N|tW<9mvOg$EWB2Suo1}p+7bm_QpXu8J@%p$Zfc!Ur7K*D1AkuGjQtydZwG}1E*
z<iJtsk%^mv1QiS3@%Xt$rAqs@3Ta6iyZ4QJcT+vm6UKBdE;%V`yT*F^HP%hh5zk!N
zc?PR0RU+A1n+;vbw<1YJKT4kYVYfG)^wu7@h;d@yQdG_)%(<7&bA3dzMkEMhcJF_0
zDYInIIbiXFd8}o3<^3(ITPvS@fi{r4ulz8Spl+s7!pVAHm3`qFcIQT9NVhW2tUDR0
zaI6u$u3fIp&BW-+-BEN|gF&@id1ul^ONGw9kA1Ag@Db{+*?sMzE*hL)IVscB3YPUg
zE}uT&jj}?Y4$;)(C2n@vrwFRM2a-Is6N=^i^7&*D_EMeQhXdJInpqDi``K?ZBM)4>
zw!7HejjX`}A-OqWTDA8|s0n^Mu7QE_k^K6)Zl$j)f_g07D#nMuXw71xac=9pFRM9J
zYxB6S7H3<a<rKIvK%aVxtv-<yjIqO2|CrynsOxPUFx8O<ZI+FQz;r+Ll-)yDTErTa
z3X^>$AEP)U?GP7E@VwO^wPC_nJ~x|zChgUuv=(pmcA{iHGO}4$+0()*EnMVoORsfM
z6SK(Cul229UThinoENQzWy^4V0UM$6s3L&rQ>?dY5%>5BII!m<#_m9$@q_7vZ-{Vi
zc^ILA_QhrNVCunw3#Mh=v@6|TEvRCrpnidW6W?tCUd!4RAz5dsv{12-o>tw>YLcTa
zvrnXHf9VyG+uMxFQd9T7AN+~mnYjkP9*DQfG9O>sEN3pp88_4PGFN%KAg6D#9@#91
z6g2=&cHR4uOC_fp`+VK@`LtRr57iPTFQ1GRZ*s!%Z_!F9Kc=DEl)cBa<URH1OQCia
zGS(|XmHcpw-{HuL=+HPU-BmmWQNUgD#X45H>tSO@l}2Z6pTAB@J+Em0^EO#y_(v@q
zq}Eqo2NZUky}oPLXqczqy*GczpD>#Un1E)Y+o3P|u&IhL-!ULs9GhJ{Qtz6=X+O6t
zY$dWaBhs9i;nvjRlGlmEszIkYhe~%;k;cYaiQy!zLRTdojq|Ly3CzxytPWvtZ>BMT
zNfffy)qQRiGdB_<a^$g-L+8WUtOTakdCA*2@5MmGmoJ(jfYE!oR2!-klCdJq=8oqw
zZapSFOC4ua94&e@NXb4NL#2dYx6gKOZH4-kZxyT1>MGxjjp<VG1<cV>6x7YoIt@_p
z+zz!*Z9)`?rsH$hc`T(E1d)mErr#Iq8+g)57JOdT!A!OTeWXR4K9)ucV=}ARV@h*C
zbxv)(JE-L%KfI3PG@(n^0xqv@o5v)suOz4UjNb1;L7e>Q_5%ZyQN!SQ33|#<!AAT?
z7I3C7s;y?qciUYVvuBg9!j`Tu$}cf!vlrB!FT4r&R4(?+&z`HnZ={wtaTRN7=1INt
zh6%N(CmT~gj?~FO8!sHAC{(TQB%Ud*lxYED^ltz=S|?7JmLoHbhSYa&z@bn-=>3FR
zA13S8S&nktT&2geC@Vlj*H&<-9GAYd)2EeE*6^IJGmF;D%06MgaisWe(xV58H;$Qj
zWaZvxKd9!<P(FxQRHmCSXn?;-I=G#7RKz&uTCls^GsX;<c>N{~#|F+h{uEQj`|&zq
zI)rM9Je8M&ArqWL*B)PXtJ2rko^|c`X-%pvv%O>Hho4W8r9Cpag?QeQ&`xDEU|v+1
zglSAFHW`0EB`S=w@2paZt_q6RRPxprx>jijDO@;k0$QPiRH4<9mdQhdbo@QnR7!|J
zZ&|>Dmyr8J3u|KYJ~>?@$(Lc%$i`Cb`THf!act}P()D<#MrK9opG*Q7L*$e0Pd_A`
zTU-59a=6$N+3uEdd+nCdlg$#R2S59qAXAT`kZ91GoX(U@+h31LDymM`=x8xM49ygG
zK?{YmT45&aw&;`Z++y>@paAELnzUIrvqX0x6FNKVWS*Uv$QrcapLj$v23Rz5-aM8*
zKj*nlNK(^lJ6>QdRhFz4=bL5=1bj+{2KTOfQW4a<x8$g?*2~-u4?YS>4$4nHY($+F
zy1<S5S)?jE$X5^Ow&zlFCgZu-PFgCL@_IULV6#k<ucU2WNp@<4i=vKX1rQ=GMCXX-
zqT`?WlDRP2S#j)q_XK*xZ7=W2ey<~s8L-55Y(zq9Y2GVoQJyeYee}5RZ`nD#t(IOJ
z#!ZGcn=zZ?l+`Ssb(lygoq|un(Lz|kea!O6$zoY?#=Nfol8GbMpP;3%^fe#-4nfO+
zY+=fqmA78}o_^;$@ANlrp@GFtVUIe#$?&hdI@@nnw5wY}UBkvwd}d&YeA-(`<qkQi
zj;~iFJyYuFaHz*f3W6jttoR(7pM~a1W-e7r%j{BSMbqyV4pa_YI7;b~1}>}hBDa85
z)e?kgrEA0sJaW1C)lax2WJ2aqZt>SB<ImmgK9-DUPf41|!*%BLklLz{f^~jJ+|^q@
z*O-q8XJ*WjQo4(kD!!sEc5LQa!gP)=NhfgASy3X8&znALs${|@FzwluAGexxFUw26
z1&gy{fiB~QC86568oDaABpg8iy(a5@TlI`wH!8KDUI2GurB?EWiA4Na%ZR%9GG4eT
zMMG0&&I*hA5*(_}s1ZINAt$Poac#t=$^8heq2_qg*OQeW>AIzQ%Eq*%5LsKDweFMd
zle-m|t<IA1*eAaE_38dSJ+|!9e1tBq`_gDOtb|(uSGm9f!mi%oP3SPs%T#UJqn(-9
zdR&Fql%UxgBX?=iYhM#*A(+(?H=L-YxzRja@sy~7qM@Z3$B5&FDVXF*z<mjfvT{lf
zsrlw}vt!|LFUs>oo=tZ=P`dp3={qm4Ljf>abIW0cq#V!OYN>A6l1sk|-czH`<!7BX
zzKCow$I^VQ^;0nya6z%?0Zm)OIj^MJVyADq2Xa0~;H!jza)=&0a<am1u$E)DV)2s6
zOlKN7y{^>)!J&%&1gvG@S2Mfs6*XQvXx*rmO*dpPHTFN7@{>~{t!Grwsj|ps4dl25
zN{V@>rsq#X#rY?5BfXB<2nIO{EV-Hkb#CJu{R`X26|-{fZ^8>)Zf*<b>x6T-b_N0c
z_*`C^BGil5t%-_`a;#cB&xA_b(SjMsq-ADDahFt+=^JfIzD}h*MZob;%mL@r7NULj
zOE(3kriSs!HcYd{pR4}#(`>a~Z<Q1zfpq&o9@3f6In!t39PY)k_g-vyvf_8})oZkt
zXbR3nS&bgw%+MA|%c2l9Aywm$S#|42JvOHZpGsw%Y?+{OmB=}VK_=Q-ZKRd3RnpZL
zG|5}kgaEz4`HB8yd4K7##+0*OTl4e5-b^cDlEz(y<w#sA{O&T2Mcb)!mDv)|2H7qc
ziE7TE!MnW2KRre9?qhI@(^l&@ve~bzI~6rmol0AnP{Qd2tg`1Vj#l)Z4_>QV5)0vL
zN>^Md26-DD!)R;MNctVE6c6q;rnH0yCl>c}Z2<@qmn^L=;)TntTZ2froaYAve(YDK
zb$yp(UEBrY5Ay7C1t&Ghywg`-j_OTB^Q;Q$fbuI&hE3m+@Rc;rx0o#X3+_$68L+s&
zFJo<EqkDw1$qnkhJ_83e?fZOeqgGxMy;G8`r)x}CamTsC@GCa>n6Z?iof9wP^F#5C
zn!xOZNB;9%hwQ>q9HFMkRSnvapY$*mG>42xJGm=V@O)!m=UPLp*fuhnQ&TS!sn)mM
z&9$v+P7<ayuIz4vlNE&8oqHR5MzR~EF!yftBB`tc%?Y26q>nFNH;xca5TrZFy?++O
z@W?&9<8dd8sEkwaAvEUnb_w4?<`p>L<WCw%uhgemaOPzat=MTd!|Xjg_zDN89T8cd
z-)rEvUEti8q%<}6Pq}e9`@YaDuZxS*)k5hYhp*p+(5TD9Q0vhF_0&Ln8*ng!!=_0!
z_VpxO*QRXXYSj|OYolr8v9V9PtjRH>7Q><Y6?gT*@(Cx(z9BI8<2&<0ZnQ5bGbzQM
zfV{!<_t-a#i(cT#E&M+*ajU&s`7+iev5y>RORA)4N~5c$39G#UU(5+L0>;kBGrU#!
z{mmUq(w}qE_98}pKDL2VU95izZ;hV!8RNrgzvq1r?DBNBuxQ4k%MPvXY~(QZ<vRGm
zU9K)Y*-$p%hobn?bfMNeP%^Y*hQE!+c)K2^?Rqqo`l&C_{VR3yLRt-PqWD2=viL)<
zW#IX5lm8hygjckC>6!R=n7jEgyo|og!E0>FAd=1bcDsD_Qb@LLe_}3<&6;}5o%vx^
zkIridJ<cr|e^B$0)4%+Siolf+Sa>x#wn7Ya<9mldLX&tNwq1UIrlyTuQdK0+{5#}E
zoHpM#;k=Mk#=4uuQX<Yd8PoZi>k`I!IoEe1=Fz+3nIp|z9pm3k)Ss*}?u^IzRO<7q
zs+hC4$D9qDWiB1|9uL_UZGxM=d6oh`@v7g%NHk5)xz<qc<ZIU_8^)zx=#|6w)u&1v
z!xzQd#%%H=jumKmBhih;-JKB6Bsp2gh50HN*M^u6PYrq-0WsyA0U2pULe}k3cRiCQ
zB<1IhqML792DLLC-JFE&X0MaGR+ko^7!qq2bSSWy<tL~|R!~2HfkOpJ5gltO9Bv`0
zi`wZ!p?=m}HM;0&yH(jX=2{SDG2GsM&PAc@@$~E$Br@{FXYRa;WK58>1z9>U2wT{<
z?hzqPPqvqE0FdS5rH|SjT_?KnZSx>L)qIyJEzrt;c-Df+#Gi0fmvgW5QZE!9zV-Iv
z6$z@h&WN-^pxgf{18C!0|EIp{AA-;Sb@1hM<|*{Axtq?~3S%|ue-eO0tz%GJ<Dol0
zY#bBz3;vx|C+26+CrsR31HF4k1^#^pP}0wunX~pvi${@7-V`W*X9chO8wB)cd_jcQ
zFR=V60+E&PrxAJEI{xG5ES`TId^!Dp>VveEm(w59efyu!VhA4i`B$|#Zx1F3v>KS;
zLj0=W-<uz_nW*x=<}?X$aotOjvB4lS@XO(U*#y#LqP}*f%W7UJEG(qlObMzbe&GWC
zod4hf5rPs>P%fsoH=a8*G*rSGdSaDJ`WKS$5+C$Ge*M_7Mjb->HuOI!|GW2Zi2nuV
ze<ArVB>(PN|7{HaZ4Cd*#?Z#-3xu($%fo;NSQ*+o*a7q{U-qm&nZdI&uo5v4z3eeE
zb8>L9{pUE_pW{3{MD$VsD`N)}B6bFL&_M+vdL>sI01>^K>?bpTfddh}qT?rrUq{3(
z^^HL%R80**S2HrQF%Z#<0Zffe9Edm>+2QHMtsDS$Hr5vU4gewtJ4eu!g4Pz+c8WIo
z1^}WzS-)Ik1<F$nU}pfZad6bP0Oc>OZ*NY-&dBup?gFL`_Mp>()|NKbR-lXFIf&>*
zOf5ipgMME!7Xlbq8v=;<_~8FMtPA*I8jQ<Z(d3(}rHj<IrYq;2riGTF<r;RKQ@6AU
zw;3InFx#FUINW9#J$L*Hq*n`{^<t!k)rq2+&|rNlQ7L@T;3;-|Dx*Y_zp|KIJ{6ni
z<>%+SP5O)Yf3W7i5SyBsvTnILkg!%YAtdDb4ECA`LdXXe75v=?sQ>=+Ukv^aY6q)~
z5WvR~U}{v9oUZPQ<t`hx^d-qZ8gl_`yP8iQSQq%Vf3MVQG(!@wBG)<BAiA!*h>N4r
zBTHJ#|KCKANk(k;{RTk&Q>U~O1;%{EfAkZdD6l~otk(q0Vq#H3nR$&OVktad{?V-j
zAQ;~LOg*RZosOTLHoAZP51bv|n3!IbC<~110i(4={?QjlWx+(C)D_anM#mS&$A$R+
zSqv+PA=>mB39<P^rv82Ng8|8b(9n=jge4$4`o{8oqgzs<ac<wIH2kg*F<FVU=<O2!
z1Wyt1=-v<<Hzv41;uqjt!rOPv<C+&?bzH~7<F1u-r}4>Hc%p}XMuQ5TXD@BAsVc7`
z5BlsK1J*0h-x9wK=5Z-Sxep%dMF|ULq+a6dJ@Eo6Q@Yr*;avIX&5G=xbSVM-U&D$H
z3B$Yw*-5phstt`nKJQeFqbMAb>=yfo1{rB-MV2kiqgj!e9IBj7koSj(-ds~&2o#YV
z@--e)jeeJ2?^se-i=r&@7&)w$=LS)gVL>W=+?FfocmuN*vNe^*6j^H>k0SB0#&9mD
zV_`<}WWr?H+S&xB5=6Zl<JF_C4DWbNcf=<YdbppnN&5^Gk$95=I)4p%%_4d%)e_65
z4`r)rJx1<DaW4f!+5T0qA^%7tmQX4hio>I$mentic06>_2x%}R<1r5DEVO{;jT5VA
zYAPyZJdW=+Yn`&WkjSZ>in4C6MX39Zi#oEIlcXvtDyUV<gaS(x!3hSd%<9ouq2IqC
z9i{=H;h60_PZH8i0!3HG+p^137-vi;6Ap^dux`D}D=O;O_T(uJYN{AmtC>9g8M7tu
zs}k(5b}oVY%vDA4bcLxrg=ULsw~W2xWT%rPS*<L^$G6{-NAszktU6F$N;1;Ixut$E
z-kL(dYOAn|blc&p=(69C5KQ@#TCZX9@XJad0zpDv9I7k`=_7^l>e#c0wr5g<hLz)`
zCSw!4`T#INe%o-;169F@Z#6ZJz~`rf=~90YU9UTUxcC<jQ<LDGNh~fpUQXZNP>Q6t
z699Q{KNl5iNM>7I%D4+vxCDSyHVVf~q@<*T47hZ;R@*6gw71>>bf$hX9~b%Va&d9#
z#SW$O;+A_XEG%46wa1;M;v9Du3xU@K;Sji1YJD~?MT^b@j!oiyDM>#6v=9I@PtG^Z
zcgK01a*HLi_C>O6YjR6?8qcGQdUJcZK=U4L_T|~%BxtSR+F$RkM7G}A4TdYqE<cHE
zKm9^rJ^H|XtGI-x=)7oma@OGT;({B^^@rmsajw35)Z^phbF0^k-L0}%%#{*nP#7$l
zO1Vy{esV#}Oo=*k4j)~t{2rS?zFTydQv0?>!>3%Xz=$2#%wCo^@742hm`2vu*N0Nr
zv+vqFYHkm!Mj{A!sbH|i*Iu&*g#|+VYH%VbzU6JtINB#UKXO`^`DjZ695-NDKae_+
z!q!ive`8GJb}ln87#?2zBB_xiv_(J2Y*h&E`yFa5RE#e@Y*sd%1FjCYHfyr$@-xn;
zP;p9rzGCn~pxNrj;J^UaP0^P=z%t3Ydp89zRFQG5c-j+PICJhtI4YOm=OC5U5&)y+
zbR<ifg2`YNULH^IkktLQp5TGNV+#jfeLO@r;Bm5xP)^XcF_ap-GU#<1UJ`uj51D`Z
zgA8i4QFSjPW1xg|rp-$5=K5%1XDB5hA!UbaGip3JC0S8H!Oq^^UAm=Ac#SHDQdzk%
zI1IKfyQiHRpA#ds-zs<G@$Nz+A+|${B3sE~bI~mtG0^#FK5%oj{jj^m{RRUa-O<tM
z%Hc+@@}rm-EYF=XlwzLDF2)P4s3uIwr&QLZ>#On?Z447p<pF0!Ji&!Q5;$o(6;NE}
z?;s*ruj>njxTqx&1`fD`Wix9j%JYT_L}eu9$2$T9Hsl;j2;|=y(V&``S->N~X;&Kd
zsp@)ld+)lgGqZG7BOLU6HTM^*?1kI4mIZx0YinC`F4~Trj@XAGrhq5VRiq6^3&*13
z^Jm!l*WAwpTp*=6!w{->Gx-Ga{?wU=+h<~HUFi0ukY(^w?TW}q$h>h*X1Dw=V;j<n
z+~`HITIJ{P*tzh^odw-)6en!vAsZ0do0FuT{#lI0@<APyE_*OA7S)EPlQes{rS3C1
zblszgQxpRpr&oyA?j#o<t&-Q!AWW8uFGsjzW_Hfo+u_;!hf_H>n24G<a##XPEi3{|
z;}a5sSw+jB1(Fq%b2Vj!C=#OxiSTVs74^gD==#>Q{{_32ib_!R>Id4iv^1p74@d`y
zq9P)%Qlz!jIPABj2wwSaO~T=Kk{-xIj?Zf>fa&PRFp@{AK8Ip<e#Z!ur{)dL4pKmF
zD7S#1O)?*~IQnUU{=TZM-14cIU)YCSH6I>w_Xb3nlmR>ZHtpT4#C0AuGju&C=4Z;u
z83M64py1)*8Q5vKxEiyv)~FK!x?W$zKNWPzJ0kSK{-+WwWY3V_4CO95baq_$kHdhY
zN+rt1rg!pWD<b{;sPZF4=edh=28!P6P8R#C`3=LA4Xu`n#ZNr}*3(!)KY?+@iC`d!
zWPcUZzS;ieBbAO(6-Frupqyug4p?u>cE$)b8m)+bPMXpRON}^zxpBzPmc{s0+C&Jf
z)IA^H^;H$doEUak<-|21`>%>RR=(fa-u#wnia(nRE|LV|pt$Zd^kbjPa{Gu!(zp|n
zlSAa0!#oGlhmpk;i;5f$zQD2uDdg=d?T~RMA^>7T!c#S6qbtHfRVUZh*7T@l@i)^M
zVx#a_?jPU&2W^a%=~7K)k)$f^SFC)%$BTelDE-6A9pPePNupjX;?XfD9qQbtpi6$w
z6T&Wu#u|v-o09{}r{glhavAeUM@eT<^Wr>}MpC)VijQDJ@4}dr(s>#f`sEDjYHAw9
zTE1K1HL!gqbx-w4zkZ7iR!VAJv(?6<`ZIr#(a<2IDZo`EAE(}Pt`cBU(-wuC`cCID
z5CyqJPOah-w9FM=my*F$k#bS>g(4!|#cabTL9=&Ckg}W{3>>s%mcLtiX>Fs*2uhR3
zcW8jc{Wrr{>Ga76!V+daGqyWU5a9mWeD!caUzuQ<5Fw4DD}ul@ZayWT)aKC~5VI*b
z-FLL5ed0ID)SpDO$6-DZ1=U2{vvK8!2|#;}VqkD^5<dIfnOGXVvbEJqYyxpSwuoxU
z?cF-`n-tXb4~KO9g`tv_^PsVrip|c7S6t`29{9N5hE`X@rXkx6_r91C0I-$HX-|5B
z?da%evfF_B2X>UgSKoYicP(P!j+n~e2nXKmgN=kL3QFSK=@vrW&sXWRYz!?%ENcO=
z%js9@?vFG_L!J&GPkQ5=E**3DAD&LmM2@bI3SsYtyJYXYuHJj->0CLg9-Vpy>ZUbP
z)OW+lIqgQTJZ<n3wF_F))0^xCYF{7W^KUw-ONw8vWIVDvolM<WN>g-{Qmr)*S6Qbv
z7Pr)ms8cKR;FFChKHt(u{c!A=x~}q_0X}->d=3@fXVO$=AKQx)B;w%Uc>i7m^aeCy
zpA~KJziYQW>WI?&a=4WIW(TR@5woMZGUO0sLb#@UP=8F#%~48r6&?n)ohw~qas`zK
zT~H$|*R751O$rsfO1G2yAh+K)xdv35_z=7UyG!Gv>Z2VrXVnQQ8TCD#g_>H@MS1s&
z6x}7J+oz&eMkac=sB6kDX6V>FIJ~d3^r*;+WgK;){Tt*&j8(9W7<k3EFGd&@Uz=^5
zt%aM*%AzbvCeR6=+qVDcp<H(C2yeG(;s_9*&VD5#FjKBepJJ54W+{*WDd_TWebi-M
zre0+v-lzr)2n=i(1y7*UK$`iqw~sE8S<d^EezKCWJf2dkk2de?JR_Pm^aZ#Z@BOeN
z?v<7opIUF(_OJ}R?aoc7G!^-IHuJawyje94-iS<KbuzYcCs0wo-COtDc*auHbo?eS
zo=5D8oij8Sr=)<&e?&fW%hL!wUgDHg2n}h>@8zg%<!ZZmZ;BcX4LK<9vcC_<=S*kK
z3|Gx%y&p&7#|krW#<=3C4vme=-#E3Cf0BSDHH2ME{DxA1fz$DvcC)?{R!<sxUZ@U@
ztOPfBZgli$nKUz>S2(_X-wTip$38+%B@2bi1cbc^lVK&&iqKH`fStWxbROM*q|R!%
zRtZrl*h=aEJN4leQPZG(Z7ez2+Q5dJ7dkx>Yvft(PW7e|3<_%`<E=Po;1Wg#?VV%4
zbR14~&dx)4S&M=Q>@ZVPQw{LcCv7o%<S<|KSwN!viN}|R4}WY#v)=g`6Rd;0jJ8&^
zqkUGGLd946197Ihfhf?cv9F+^JLvqMUA~Y$7^o9sAie{OAU<N!kG?AK6&n~Bs6Zl-
zVz$_T3q8zS_aW{<5|nZm1NlI3=A1#<LGe=OZRfB*<0a>VK$w;KQwFfG<<nl=4V@b)
zT4xX=sNf#Hcd3k;d9?nNJw?OxO-xKwRumnvj9fMMr;VF5ep8;#1OLTFy{sz0?KEqm
zQu~$cLCa1PH&wQ`JyKPcQYQdl2y+}=6HW5z{p^h{&&0ST#|r4fG~sIvNT#$y*eQAm
zfN1Ua294kF)d&MDD5T!$l&=+Ckm)aR*jb{AUvq$`9Ti$6(CRc}rD#ytL&&W4EjaKx
zB{7WbDnXvTdj~iylZ_)*wi+oSMo75&ihoX)CHT@uR(;!J-%xe|UB}-OtMl<q#Z9?+
z0YY1CTTWmgO!^8X)K=YAP(V{9=c&H#vYV$5zXq~7bqi<MHD9(*JHu&MOkDwj`e4Sg
znBz*m4f3y;eNlD`%FY%4SPn5|2Ic&IEKqg4bfm)BpAA=}>gm0(=8YxQi1C<+)f4%$
zB)%M=*M_+s59g}>G9dnvT}sMW04z#wEGN0Ei<_HZ)1WlNza~nBP(Pfo57Sn@uTkAm
zMVC8lR1=efbs5`b-}w1!Pk(-00ZjMSf-9Zj)0uwVc4crUl3||igOrO#mts%}`7IIs
zy(wAf5bx<1?TF3!D7T11rlb)y8$A{OX&3B$1ue%Qq7q!uGNgBX1mu}jyvoA{ixmdJ
zOysMv?7O$2di|0Db-%EMcpa)h6CXz@tE?KAp!5sh9r)FlLN3<VMZWoX-}zS!&&6lj
zBKaR@9l^Aer}iDVq#%^hmEFAJ3Qf1vr1L6d`9Sls_|$&C>i$vV>g&GVm#OKElKy;?
z=zG(nm`F+3OvmzZerjff_^;ExyqkatDeAECl^PaKLuqLwk$#2+Bo+U|y+a?C+#-p(
z^v`k(aZJkjT=ac^%}m{4`hNH(6sze53D=Jj7Bm=pc<{)uTg<l0R)}Y(a%Bl78uFU`
z95*vJ&k8y%C@6^XZ*W4?MVdL^+mHL0Sx1XR^2v1Qy%l)PCDvCuEAS3l-N5{D%R^JY
zEyr?eF+okt#R0;*vp2;GZ$EGe@;4kWlNB!Z&gy(kQ(Rt}2+*%lF5Hol?!%g$k5&rM
z7@S0ntf2i-_BNu)5Y*~<0HvFslND4Ajz76ZRy0*r<>yz`G$1i8*gX<6=ZBL)ePSel
zxtkpkZ4Jd!MFVf{3<(KA%Y%Kc-}ew#V~^0n6^iDS`C#mhgNr+$Y59zq;(Rt}b2!VG
z%kRf&j20L9tD3%{rb%R;PhKele!f=lr}k-6W6TPZ8K4DO{k!&7Nb-mbo2Q3e|41#E
z_9^{jVuz-X4*=KPVcoe7hFM*U$-%Rxagfh2BS6K}MJ1SS`&`DtGe?%dCA2Nn{Du=Q
z+o<S7qU*&;qt+ejw*e#&Gj}<37Ql!M$)tlE;W_}2IG31|y`Mp0d!9m2?3XWgDU?(6
zPAR`~*rvXo6b3X_Nz}dOnu;;>C`B~=isJDd@!lY%yb9X5;sNH>hcyyiVLeVqfnbI{
zx5=nnWmQ##a3+`aXuQE1gIlxucv;nQM2O0dKWH+!6WI4_2lNa(=!z|^hWV=DOTl^u
zz(^er$m^sQpotqER(yB1>%T?Rt_yE?ZC*4vmhuisG+EeddD(lOrK{KJH`553B#8IJ
z*6dS#!MmwSSf@f{IM7>fsUxe+Dy5}1Y#rf$cJAafTGww`U?<KWVT~I&KQp@RchQN3
zM+ZlY*XI}6F~jCN?NwHGNrgY?d2Qw+b|{8AI+y<G8^Ur;za_g-XQp(otWK7XB&?6#
zFvuq)`DM^4gmTadcpN>IvF!pTN6W!fMG9UKTt2rv#Kc5v1Nl6Ff-~SY$^ezoJq9?X
zSmj+{T!s|oozcg;&=D0r4;U|-?-MbUZltk0xk^8Vis9Y9ecBniWfWcH*)A0Ht@evW
z?^|j0yxkKg28I&iaRlb4ySpY1P9!Y};?EidpMd+#*_L%7QzEt4w$8v9Hev)8N9Dyu
z5tDQtQDlMEO6_Pk;+7;}I!&|{UV$nrK05tsCdQB=j687j6!HNNf}_>nA0;jbDwsy2
z`ll1%RnW({!Z(e9;?sq%Fkx{Y>wA19JH^s?gUf@eq|O`8VG}hJ8Fk|44W(AN_W1Mf
zYaDNg!lm<7J4DQnkH408D(>}|TJ~GDF1>StxI3<bVbpmwGD?4Zdbc&BY|`AMiBg{0
zsTl*j=$$bLS#WE_Wh@CgW7^6!20p(!telV*iL<ewItQjNKtKm*u%;~|_jTM^ey*S~
zg;a&)LqOhahdGZdOYF%exT%|I@Hk`(l627e3U%6uMo1GH7ADjZ&d2uLi9~pdFhN~{
z%e!zKRsEVQvyE4nKu%qsN>Z9Srob)&)UQ+_wPE8vY!x09_eXW9W)~KUQ=(ek?yCB%
zP=h*_$4a_q@0-Y`XV23c6i~-f)^VTEm3@sh*2&=(a6l88IQn_$^1G{l5mA9maBPsO
z_v|htBzqBVV7`X%t4k190a4RxL%i_55|TI&o`P4KVk0fTki1V0tI2~#w>6a<sTfV^
zg0P++LJy*r$q_Uj_i;_FLNJoTYc9_*b%h9Pp^5Ata(b|)0-{k~+mPC{<`zzM7r&FD
zwXk@LiLGVk=vZvPBbb_IZEB%ZXiLCI{f#YUNbqOoKms$k(tKj&=N9ZUJ|yq8phy+J
zfPb@Fi)OO=u9TLH4UmwsX(HH6(Z6u`%7qL1IzuA>14$97bU7`(HMNojZmK<otZ7gY
zL}6^jCd5Yu>h=^Os)?s_foQjb*Dh@Dc>6@dUid&=@8~h<ACroc8CdYK&OZ|lY-rwC
znVL52g19Pw(T;>fGD>8rPXYM^&@NcSuFg}Vg!qA^5ZOs!hm~U`1bf@k5S@)<+()mw
z*Iz>%vl+UaghVcus#m?zq+j;|aUGKx2OxK-4F|;B#Xg`7BPR-Tv0~@pa2a4TCCVZ3
z%(Xnb$Dl<kwcV_^uUyHZ6Xd_puF0bCOS_nUGti0jjE2WkZ!%k2mO#`am>a{pr{Bcm
z@q6qCy6v5<3w#_#AULwcCAci_o-o!kOIpl!84haTj7fvB9iun8sE!qZjN|^QI_ssV
z1o1B_IXl%y1^r0NG-jlL%;xpco=s)0N;)yC5~q+!Lg66YtO*t2j$&mFk7Q<by#vkT
z_ruqk)3}X@UBHk3TU@H|<96EsKQUd$)k%x<vOPYSDzAB5RCV-vbj4{`lth2uTbk>=
zeZ1xJVuTk;6jV1f?|2Jq$)qK*Pi`ZlNh5_>FAdS)1z%X~Qyky1F)G*mqb5HC?9ih^
zrx#8+YQ^bf9-k2N<o@QE`=k-sr`S;3HNG8P3%wxP>3-6*<hkS7Wp;7nT?w<4|Bsd^
zFwUq$byF(kxcsg#5PPjGuGr%xzWBoAivABKx4K3mA&0U#`W-&^QDJ%sw}eTQ_O`lv
zzv6gVjvv3F#_5=S;x$Oa6we9Ru3e9bwyDNLEsb$-h$SQBhPI!|VvOH>$Se`fBQiM}
zBTj+%vNqOk4ke;rytyTE+8=5aR-MmPb!?LP(J3jPhH|8zl8z>i@a3w%SI`Us+RM_K
z)<3NW0WV$%{T{LFY(upF7vT>EVVDpugB!&}{*UCrU~_=%2|8*n&41GTJ+R<y_+Axb
z6<xq^nS<@~siN<hQC|P!_Al)6YY6VTlQ2#U=Es#SbMSDPq2B-RGBjC?9P|D!)<Eio
z^&B+V6UtTm9e(ka|6_G<k<{i+<3qNhJ^PuW%|F&6+E;h0t>|=1DJ1{7&ap`LC#Cb9
zqRT&1{z)kMe}BTDr0mAzgAwfew17n1fl#4m8F2cF;D*A+l9H0fZeqB+{%@TZ+o5BF
zpUeuab{iA9_XzNzSeQ~GxamiTo`QlpzwIO3$FkSXyj8B-gI`#&eb3BX_r2)h8&g9W
z1q(z&R!$I<wYw%_t}q}SdTLJ2-qtZ2!Hp{<sQ19oUfa<z5>Ss4urDR**X1e2W#?xQ
zkj`O$LtLwpFjLFzjLVY+-}ln`51{CD5lkG+j`zVe5L5D=r6iBoF)TgS@=n(F=O<O-
zP$iA;y>+ip_#&+cE2pf)mih(GH;QmEpfNuv>Hj$AUvVM1(L_tfWZ6+aZarG^(NUK2
z-_GQWR4bQBzuTg&vtfVcdjKRV>IJ93%%2<c+!8uVJ==`ms8hugl;YvB2-7~`#@I|D
zsi#>vaoqP~N;RX`E!Q0e2(mb=!$EjD!f7N8y;&E{2zyS39(jxcbT_H)_kY3YT5s~s
zp<Y3r9BkcqsN?nGf5YeX6h$@}V{%Eo*QXXtb`Z9Lu)3+$t(`g=&kWO}d*My5kok%?
zO<2%7Z7{}YuYVhzWPrSA1BPBSh{nJRQ(l&;Lq4rAhqz(MQ%VAy%iixC1Ev1K9HVt#
zq)Qc}CbjN1ol22F4B`t2H9Z$7C26QM<QSjge0|0em(5<nV<`(O_N&P>J>HNej4AAg
zh5gWY>ASHQb6MqHTG2yIrb(wcJ@2k~&I}6<jdh87k0CWa;2JO>mGJS%=g`@v$5Az0
zQwdOwBWnEkJRIX%P$Y{C+516}<;Hu_2#KsT2`a<&bzHw5L|rbV_`_EI*r9^=P-P*?
zoy2=$sjAuB$a}2|A)SO2r@2)<S#1c^mip^hA})G&?18Sxv@5$*E76_2=;WlKqtBup
zNN(d+G{NAx3l2>AFrGJOojz;>sCV($IBnWrR51XeGoFoXJy%T#kx^!Syl)j}DZh*t
z=ZLOfeU2I)H^^wa5H@QOtjUfp5zE{US*_+0&mMjopzK<>n-qC+O&wQ6sVyw1O}=2Q
zD%>T@&BS)A<*93E6xU%`#@9*^x1XHT?-i4^KbZBxbJnGqhG=j+ukVWk9I^|Bm5Oqm
z%q#5<#)@;{N2VghvBV}6Rb@t-AKuZg62Ft&wYVKLGIv6Az@=mIY7B=(^_7(Jx#`*~
z&xfsdOO20E_SPN$;qJzJc(vEYXYSdttci1a+&Hl_ViAbr)xcX8uv;JGT&3uBOOMLR
zUxe17$j*CmF@aL_aKt-!Tt)K^&)LIGjkA>6b`I*8o*h1)y$zhOjk%ey0N+`cFFCr@
z7%JJA$m!;YDNk9K5w$~WDq@OSl?ER-<6%!XUfYaSD}Tz9j5lsh>tHLqm}|m{ag`I~
zdN@#7ePSY9I)=6nqYiMs)qs}H@5$y#Y=UD+yAp+FeUvfPzn%G>a-MrO97=)HzYrME
zG;-gjU)*2+NSib*!3sEXFVJ)4RbMnN&keNGa*6oHH4zw}*p~I76mj=BTXmUR;5hUr
z9KmP~IW9e^?s96WVk|2+XWQ_UD?c=7y<9K$_3D$&{Q)I}8)132cF)N=`r+b{I|DK5
z{o}%qxU0cLCRL-J@(lJXl#$YeJiVlKHcz*%@EcxRU^ri$ms|lO@|10mqw45{TD=L*
zbGiwR9M$yKhN~=9K0`<+)ukvR-Tl7Son-z)WHtW>C8wkVD_L1(miv(U19$KG6Y)Kl
z{WILQn^ec?+<rRh5RKj)Z5{@|Sdvjk>}}BGQq(m)&>eDOrFUmbTE)NMJu{TzN!eWn
z(0|jT=_F_IjT45+9#tpa&y-{Db$ajm{SN0R{QUT&&=?fYhcRY$-VNM(1LV-v{Rar<
zQpniEkh`Vo;C86xk)dUszS-njUUF&Pz@4cZ;aD!L^qm2;W%twVl;bACwH37(*f^S?
zpu|k+a(<hM8C<8+;M;N(uP6=U$@3kQZcaEX;;R(i*F3)KFtQKnmIu8d{u8zxCw!Of
z{q6p`yibrBge~fZxKD4X3IipFU*RMnb*1eWz=R8*EV>~@yKX>Q=MvW;PST`yQUs;~
z@FjiE?eJ_kBylI*pz>Pm(>+)F`sn$u-e!2?HeFAUXWSl`Bamzv)519o0@FmcAmODE
zz0Z8xTF?8bWqF=dv>aDfKXmOo=RMwSlP48LIAOmkS#e**;i>m--rM5srH-TOT2e`K
zwi&5x@@B%mu%_(^+VxC%zFvhaCW)DrYC@`ewEf0%xfp{&!_j>f%>SrA-YMn~CanHb
zD=DS<IJEG@It)?$9tXl3*8w7FGcb51f)BgfF|nGcB)8OK=rY(A9s7NqG!>@Iu3IrO
z2^ey$UyAO6jwV1g`rzbolr>J3Y?hKv3p0*H^j2YuM1m<MV&N`~hT^df`Z@dwV{=VW
z)F1eK3CZpH#XdwS?t_XQE$vTqnjzJt)4gOdO?5VW?F+g`AAA5FvNH6PjmML>_7jZM
zayq7t!rLp_;}&2mZbn*Ho@EBoGtOEYES((RdMDArBe+&_4ZUcU$!r$qWM9$3Q5K6<
zX9SBoq|=q>N~vz=!8nR@di65x`&FX(C9Vst_bI@>gK_jV&a~WM@<j)d`B+F}ce+X8
zHk%7VUn@r~GOBpL$<Gbe{I@-5z$M8%2xKN>5pB)$<?_{6Q_{WW4Ftovg;iXhz58=F
z%Uql^M)Vo&cgyoaZ&7Jg`bE75%r%G8Z7G;6RGMGGBwR&y83@>Ev8T2BVVrjKo`|;I
zd#EBuZ@(kwNMKcwU3Qvyx><?LqvZzf<`6!;K5pZ=Rq<E?Q(#}~@os!d)1K=ksn#HT
zcoTP638!14`#dJt{{L|ImS2@S+Zt};4h=NYG}1sL4J_QXY1~~GE(>>ecXxMpcXxMp
zcXx-&-upMsJ!jwl;C{@=NGhpRQZ;9ucfO(U6y!BBAvLABYLL`_t5()!>Z0w{2L(Q%
zi3hk!_;}<A)X5jfx-<I2>MP;ltT2YnPBDg%D$v3-+h}~0Vufu2bSF=KoLvM@`$>^p
z8ZvYOy*)P+s@H;ky3%vcT2$3`SRL6;E?aN}jo7A=%|rVoK}7&FCT=Idd`Z6&cZpJ(
zAY;yo1e(u9P66jfSxs4;%(DKTOor}m`KaL$bqGjt%dUNXiZ8{z6;F+r>7j`?V<?$1
zw=#)mI=QZ^HtnM8?Z9u!aL*6?({|0D5K--n+vN*`fWk@8wW<FWO@Rdu{>gwdui9L?
zYvJ3C19Ikt!@DUt1a(ocB*JP0Ak@^z!h!Z{u1XQCPm%dq5oIQthBL5vc)@+tdEv0u
zlmo5Bq<uE8b-bafM*J{h7a^t-G@xz=;nL{VHwhnd3cXyN#72rYv+nwb39?9579jzN
z;blUGFP*-oYlF?$kv^K6`(c!A^c)wr6w%{@?4l}4G3%NW@q;op{|=VQ>}Xg`+lb@p
z#pGPBOx$+-qqtT{0N`Ehp^?~$Q5gF8nn8L7LXp%?;H6K037-|jHWwp%huz}CqcXR#
zpDkbbc&1Stj1PCKDGQ-?d-$wUs)gxw%e-QGO!3fm!{c^-S$2GEY{7yUTrKV7aKoLB
z<m!r_{)%}$9a7V-J=AM8hvX&ln}g^3z$!QQ*L3VhBwW`}WzTU_ig5jz`*=Z&+6D(!
zayC|S_rv628_xL-??z~tw2>$VSM6w-PN(*?)+oEak#3%V@ruX22l<Rg=nF1WQ0!0H
z07#t6!TOGS8;xm(hpOexA|}&1qtj`ZOAVriG4J;0;UJzUD2iyk?l4DJ*?l@F_iM34
z&LgwZ;#%AE$F+wH^5Y|=X@->LoOsE<iHqH&F)B5NgVzdn)yMX1iSeK5GyTh^J)XBs
z{(h@^%<JMG+b7Spu;e5yK!bX{%4SB^28{0STt+fL8;YA<x0my2=|&aO+S<*tudA$=
zie3hijTI^N+yD}9g=-$i?-l{Rc}HsJgzw{EQd^d?xFs#+&0rNUOe((#+<<w-gW@Yr
zs)^`o3p~XGzXsbx!y%9e-d;C4f;nJ1W|`2>-~9I&%S2_>=AmIqvXwa+slt<FkOow8
zXgRX~2KUy!rW1HLw91qm$8;~g3%fzAzD#eQxiGte!w8Y>hPuQq9c5$G^htbthV6~F
zkjg~`JvNZH+%je@qs^WTGz4iZD^%PyoKPWUa+g<6s~3#yoDxO>$_M;A*oL+3>OwjB
z@Zc?`-409f^M)X|%k_~zNXtv=1~1|U4ZQ82i?>YPWG|zXBw~qk>-v#rlgZ1s0fvz7
zo*v?EW~<$S$%jZ3F_;sw!J2M8@OaEy_m3^qm2jl`bN;{jNzz)w%Lh|^?6QF}v^Kr-
zmT~I-4f(kFyB44~7LmD{m-XE-0;K}lL_5-r`w^iDbd<mN^)YdNsdzIU+}ead*?@-|
z*ijcISDm@z9aqG0T-F^)HSZzP+l{y+8u7m>y$jq6<EGe^T2=Vd<27Ijmjae>I*eH_
zg`BaX#+y28oPAwDn}bo(P#o0jaC6cVL<cP?#8%Y+^S^r-QHaJO=-l9|gXw8znt{`s
z4`q~?7-&#Wno0J)xQ1FMgO85cdK|zFG4fM-X3dA=mwJ3oY+U^CytKe6Czm7!cMIh+
z`uQZO06YUgsC7NR8hjG#%;?`}oWV}oCqNsiubzMFtb{&&Y<J%1&_J@^Aua+=s9{R<
zGRhinyR1{M8HcYGTLQ7cqpAq#o#)L{UkkTCTPnlJIpcO*lkH3zyNKQ^aV<>fX1@3f
zXMrcuMd#T~iNIOiz@^9g6i#`|bY^9q|J%WPt5WC@SmWN#rp_Z@)kodZslD?ktQ&s!
zll9-S?5x;`W`XjUt%}w)y2MTKrKotCn+GLVA`&I+yP!x<KEHkQG!<aPGynM6SW?T!
zYaq=$9!KG9j77$u^?}t@TtV{zBAw6qW$6{%f}>Uxy~l(hz-fGoDHoG+FDGGVTR?C$
z%i{1^=qWMPrUEg8Em!`-bXauM9Q$-+!y#0mW;-=geg5$zkf4op3?mBiIuG7-tG<pk
z5J(^-vB)Xt6vV=^cts=}QuDTiBt{2=ap?Q61+=gylfA8DxaYc1ky(OD*$*RnpE}CI
z(|3_Nt{JQr$E~!2d2J(=>%oZKCC@HDWb{j|1TKm;l+~MYnx96`?XUZ>0*CRLeFtGV
zE%r%mMxNZFW=;_Ts+#@^7KY}eu2o!|oUlTUj`EKDYB_H7_@vw-H^*k^STJUgjUAkH
zXmpnf7Ad+re&A0bqPZvGM<;t_lBcPub1epL5q-4}JDP)UmXQ0z{GmP)NG*_lB~`Rr
zGX)l)h@OFfiSg>}N&tRTi?YrKzZKe7J`b0t@+Z^tugLGLjgVKWJbuy1jkpg_wv$3u
zEwsjt%mtMT9RyGdh>ZT)ndn@LgaqUVyQyD!k+mZ{p&DvQyTQ9_+G!2@f9#iyBm79a
z>BzbM+6`j}5}HM{C++@IqY86vLtrTMfL6n&9ed^K_=}UXP5g}wdR?miT!~mf8}M!T
zP%lZ`>5OXkYbZ%fSI0BAmnBem{lQ+)z|FY6?pJkmIev5ewK(d_7H&c&ZqZgq%<FVA
zzw*^EIHgd|^ah)({+D<2-5Vq?m^^r53JOk&EmJXQhU#6}&K?W<(G{v@uz8~aN-V@U
z!SP27b8Y*pKQE=4?mVOQOHtw|T}zvp0CZKmO#$Vn#y!1GZ5LV24GIe-f3)T}qgV*?
zxF`r%xXrLs*UJNQ4->r^MFt*WyZke|461(Z(Y~yHIS{^Gbe>;Nnwe^zNFot`QJ<(J
zliUa$H6e`6!B?bU)o}KQ>XYD}XJjOmJ(G?Y+-h1f!|FJC!kYB*<}JOIKT4!7KJX4Y
zCx5#32Qt(s%dl+3vH0{x?Cd3e?O!waNdznu(3AzuY*X3%h}XG49Qs_dbdr#E79+EB
z3jMj*vDHqvl1wP`(+9_+w4pkT#4<1CHcxXZ4`wm$T5G)-h51Q4H@wUd*F9waT`^}w
z<e-Mek%Y%r9Yi<F;jSodj+0tf*Dx*{yo<G_rfo{5zn}(h`G&Zn_=_35wJGXBnD>$4
zWzjjZj4V-x_?vQ!v!{e~FX32il@M40u{e;diygn0jHBvOmUx_<mYE6Hw-Vjvv|1#P
zkh~#Ach|xPPZ|*!$GYqV4fd^pG$h9JVKFlF9pL<;%yZX?Q$Hw4(#1>Q7p>aZ=zOh?
zJpHW!AqV6jf~St?aGuO!{>;sM+c^aLR8uld7*FaB`HFng#paO3fR5evFs?Z!FJZGs
zIQyiT#fjnxhJ*P2cWw~xVz?p=V?sT-odjh>^g%iHN&33#0GLXVBi)RLmYwE@>rHor
z*q)=l{|YS_IKEZH)^=-2O?;X~iJ{n>r+3ZM-Do+~g!_A|f=y#gNJb%Vzi6%$#R%_G
zp%=VB)<ZjY_={;zcF7#N3a}<oozwt?xz2ojh#hx(zhC^r8_m1_&GouJZU)tK?H=m-
z)fiHdTL;M1sYh;SnOP9pd6o2^frYob^7lUji&anI$g3G>pgPcDDznppOMD{-LdyfD
z>6s_kv58wp>RnI&5=SjJsj{BzqNApR8KSmP{~#CTnh{TO`3#8rIu`&$K5xc?<l+o4
zai-*IN|kL2rkIC997IY|ZDS5A6pVZp)a$f+2Of3hJNDuU*nR+_pu9Q~XJd(MOaql6
z?cboV(D%=zqU8}>CURDf&%Y++qLqqMp)J8CZ~ecy!%NT8ql!s80B4uu`LH3=4!`Y2
zfMb~doiuVt`eK^$-A!FvMfb*!m&ZkpLLZ+yD;t6r$z>^@2{``er&6{QysYXG`(;6o
zUstA1QO4fi7glk^vjE*IKm%^G_xq&l@knKecW{r8!M*E;BxVWPBuEezaIh!lGKXcv
zEG4e$J3TkI5W>t-ur-;N2r$0NY>W!83n874wh3W?I0|UY{fn?6R4xA%1G^nLt#6#b
zcjjC<@oYjv*L*xcnVTcTB6mn;@Z#o44`2KP{bd2fPPWxoN2b!C=sbsFMrR~#lrR)s
zHdK`z<B!wyISfsEJ_nf<XeVSpHG99|Qd=~ScdN9u2VyQdf1L0>3!Z<L5@6Bg<6>W+
zB}C8rj>VNZD^bA*9-d=ed=@1N9UC#xu6E+@2q6*V@HWIO7Eh*-WU)mo5m%cmDQi0q
zt`jo^Bf(e`3BaDPjvNroGi&)^v-R1FgfJanjCAVMXjJ301?-vq7QjdE-%|@u-O5-W
z63w<LV!Pg3yG*zb*P6<#asD`YFDyFE`$H`2@}(XzK8$q`K`ZNE*uY{1uL?OGy<KGU
zm?2teO^XGwsp1wZBCaDfskOwhQb@J=aHocLoE;2}_w=@LrG8aGjqzJ_lAOEjG%F3d
zeoGpR`~;)oss_P8{Ga0f$JpUPcvv{rQa{^{asIquUOi?)6?R#cj(`D!zVQZdMNIOc
zv)Ab_4XPODjPxsN^2xrxtJe<)gH5tsZz)=Jkehz<&GJN+IEs%qEo2>?4!ysg2(L~l
zWsKLGM(;ZgqIeq(R%x*ZgjDzI#DaEw1}iY{lyjY~r&&x&t$yF~DmUF}U+?jS3tu-$
z56lz0I^_z7FepVcwfD#%GBApp1~cJ(X7tsp!O5>}9V0!*VVtvq&qxU;<_;X##48gh
z3{LK$T!%tufgnKa-AW_qHsAe$1h|pQ`3O8@les^K!3tqC?-zubMy<KTcZx^N$hhC)
z25D|;g>ZipOuc*2--05I$y(7fv?%BP-i`^jn~vQP@`Kd17pbIg2?X0}F`<O0e&btf
z{uc+nYplWjD^5zS$B>EP%eNGGdJ#GVg1)<zjU|mK`3Z-&=Pfw~bcB>g&Umamg%9OF
zz9_X@C#G$fReumsbwH%(3q9=vW$6e7r(du2<#^sQL7m<jxZt{4GRqJ)v^F$A+^&11
zNPNh7JiWAV<(dq$={^*5ZY}oJp;Y;H!J``_m+<t$?Xq2j5uM9s3=W<gtX_g_{|<7v
zHB;lSIu8+Jf$LrNNuA7w0ditbHs3tN#$`n4s8jY|J6LN(HnMEOlQ+6ihgv+edLzTk
znjAA#ry23R6nNjC?AkB9a>iNFcRdDbZ#cA=d^p!#2J<89W{C8~+8<%xp7vZKdhu6%
z55h^FiVGbpqAMP@Mu53(+?UcA2s~zRTlPsHOlvCCz`%)GPSr7oY-uWu8i4z0P32Jh
zIEuG}^c7O?uG@wmmMV+Vfv7Q;t;F6QqzNbKf%Pt;Cgl)k1F=bKgI>T#Ka{1ViT43}
z{izu7XV3-8s~#iC9g~S56Bu(kgyC^vx&5p8bemCWM(gGy>0ldwV+O=eJF7@VH4{s+
zgOpo->lwBGuw3k$HCC~7Hq`)wUXaW`RmGA|AVwPcy-zp1GPw9_C7zDLgl*+44U^#o
zJ1HW<_(kzagFB$h_;k_r$pOEKJ{9fdG_W=%G}-eE^L?X@eMWI0`+N<}(eg~F!Nw+9
zx8r5!On}5FWA*+b@M^w@^5&#P+ONC5Zr>HSUn{Yux1%quT*6odWf*=k@|Z$NV(fBN
zo3zDgA@oh2{0Ax$GT$7}m)w@4UM+NH-Q5sNu}XGXXC(6SUsWZ!wa?0H_)F;s8*jQp
zGW9AX8HlD0U1m)Fdif$xa>j0^4b>m6yyV3y%n8#vTIi=F42u7HRTi|c%CIx8uj(^4
z6%u7xtkJ=UHle@^y^bz_f^kKZ(ryFUKJz74L51}7j|eSeH7rT2<xWHtWV%bSD~^dz
zU380gX)RS5_A#>tj}b3q9kw5Hw3hVA&vA6u#^1g4tJ)N%7VFbC!aLAG<ry!dfY;j$
z{Cj<l0whLP*N2j6SuDB7zs#Mz5h>}(Y`WEUd$D5^_a87clpW|uCp&d1Di3gFm+85P
zP99AMSdjcwZ$CO<fTaW#AP#{`_is0^T_dAHc8H9o?n28G(#wdrS^2K5tb)s3#7+kV
ztZnam4VA!msr>ST`55V+1oKZTrB041?Cz3@)kg!9@u~eC705d&8h@$0v$9Nwkn|%q
zlgYT9Z$P<wfoCUetqD*cyX=15@$nKBYvC?aX)BnRy&RF1u6y{uTXuJB7RbQVzyKcF
zXx2V?X@ym9?`R(vxot}XPnPLSE{~5?a5U1|K0&*MxhkO}_9=>>p7!l=nVU9=T;N!u
z{E^lH^4*`bJZ%FptO!raMO)V>ttCI(FkRcx&%}q#_x-h)ayJ&?WDB^6cI*0qG+Qk`
z7v)<ccPfsno}dD|ANFc*0l;-}>ahbZ1-+m<FPOdGy(P$GLr~~T9Eucu-c-4P&sj$&
zRqCz^tIpivHg|jsG1lQX7r%dEnFWspse%ABkL-U0BiT_ld9{F&%z~RcH!(#i;7VdZ
zZDCPS0g>Cumtnu*3QpA_x~q=y2)KX6c&M&rvOXx}R0cHcmTGoA;qvoBW!&w4WVqbe
zqUeGYWM5Orw2+AH1?$$kgQIyi5+Irq_&iPPrQYWr+?t%FL|XVH2507C86V77QYcUB
ztT{d|xmxxw19>AX^kBR+&6kKu17sK*#qY5u<YmZmjw3BH28Q!%A#x)oz>fIP?prpi
zYX|RsY<DlPD<h5a9QoNCt&lsh37x^m-hIwOgSHLhu`H=Ves7bbHD}YENqJB==f5yq
z+vDz!Gv52Q3m0Ke(u0*Y8n~Db4slHO`59tSTjF`t-c?`@rhUc7A=H@6W!$}(1QxHk
z%7?>Mb@ZizUk^RrhqGzY-?^3ivA#p1*;uN7uyT_wNRVYThNlkA#$OkNh@#z<mB81N
zxvbKxceilI*SBvQR5UcH*K^x{#q7zNJGH}Ag06rxE6Ihbi!T;eFV&g%IxX1iTeCO&
zcXF`-?s7Te-8tCPA)O!}7aI}!qId5~c{$mt_Qr4S?-q8#32h}CMsd@hH~)KM+`F^l
z7Jl%tQ0WGptK?(+F*!Lou8<z~vtFE0#O1$!VbwfDu{t|$N*xSkm@!@j-XoLO2TEx%
zlNR)erJ{@cCdZ>Rg>kdpOupF6Sppo!HA6{0HP^%BY9ey}a*ZhCjps3!@O}ZyN3kDs
zMnVp-8z^X!7BTu>DD>NXyQnI@i-e<pw=>J#`VJ%U<XfyLavh(u5Qd}BUHL1b^cYI=
zYvbkyjfx?YksQT`vwx8+gwmi3PmG_Y5@K+!T4pat8RM~-%Rt+;uJyL3Y!>l}ck(v3
z*nvD)jLGW!2bEv7*{HN_0)=jR%cge+MG58Z4l$Gx<$Qcjo`p#GVqGwJD<eEyT0(G3
zVA&6|OYa_*Q}FYEPA^~0i%v6d3%!rFT&;q${;<_M7bhOYekyZmP%mS-{#vtw(Qq*b
zgKE(>(f>Y%;^l>_z7NytuC7J9n8s{$<r16F#Zy#}*v14M$@iAKZB@M-Yy^#cU2RS9
z{`?^R`A1N=DU0^g<x?0zy;qalNW%mcQbeNjI|U(Fssfb2G<0nEGy*mV1|B5#(TlM2
zS~wg6IUQq`b`JtBT1QzQGXKwMKBa<bp8ry2?cc!&qlOcKx7{syy>#bfXNUX3oP`WV
z7Wf%HMG(yic~SK56IqH47UP6d*EJ3CcF91E^>4vux%@AM<fa?=zvvIohm4<n!v7_F
z?A(*=tWks$X<5C2IFkCWou4V~NRmAj@O2OGZ^ZwNQ6zAH{Y!syW<7zD%k$qm*UA3;
zTPyehCmZ_T@PyhqB<CmX!np9{_4wc511&RLWZvf3fn;r)NXj<R|K&as5WuRxwLayl
z&E%K-_esBk8Gx_Xs`UR=8}}Uw`2WbQH<LS+E8|*|1Q%+LDE|9m`8$(5S<K?Az9uke
zU;kUD`F}2}k(3tGl*A%`ipi{5^uK!O3#ujQrbLQ9Rqvj7qU--5IR3p+4i^dq97-{=
zl}IW7Z$jk{WGbBF4Cp(86&pG!!T);n|7qRR1YEaE@fw7q{{P3@b%4A5^p698<Op6^
zM3F-X&-C~zYUowp#|dd5GQeVrKBf!Vy0Iy(DN344n}&4SCoTM6z$ZWnq;2aVbE_8g
zN1<T}td~t%^G*RQ-gYdh9O|<>xG~pB?3#E8+zGy&Btf>eoMU22T*x$UIaOSE8o`zi
zP_+ugauQ*NOsxH?8QMJiRTNrOi=yk|JAwN-?dR>N#UZz!h$<^8lZD`JHcigkj$pP1
z<1U_x^}z9Q^E8sfXvi4%#J3ZR6<V5k2VhVq)pW(f<==S0{@2s_!esXl(a`t~ip9aS
zcryL*M2wF-i&o9QC$zdo+;Pt#DSxe-XN_?4mAM*RAazv``Kqj?;)YWR3@e(?``uh@
z!qj4-%_tMvzs{&(ckJHl$E8b@=IzZ6Pjq*rp*K0I*o}}>TjE(cq-#_;z4p{W<4w%!
zaK0|Ss(UHqy`RLlTlyx{`JZ}A8T29Yn6Odo&8vL$AE3PI3)CIs&oL;d-%S@SIkJ;_
z-1yge9y(trNl<{NAsuu>NLH*QC&`>^_1xPrUaZB}+eyj9=&t4MZOl*N{D@BgZjk8}
z2FqjbXLG(FLEqDl>)>13y^xr}QfuEG1`kOuK%N~*H*CfkRt)W4iy;2i@r6)E4Dxsx
zi=P1J+JHb+@ZqF;Tk~fiLx{+AI22E*BoEU%$&mxV+p~SW%par2+`isqXh>YXj)8B<
zEk1D77>?&S0JO~|eAt`QoDYX+x~E(WFA%ZkaVzQSuu68gu;ec&H@%fRQD(ej5+<zP
zpN%^SjoUd^-_vJ^@wA(n&6c*XwAC)>=CmA8N47u9RgN65B!izPWptj=hiKn$z_?!t
z!%G#3ZXQW&NtG%&tY{6lISjmC(xccVP^B@PFMr4g$50&e0zB**Q8_EP<2vm5j$tNF
zGb*#K6Q>vr47%^Bn8Q2y?8=e?XuAU)kLusXpMKfNJyv8$TvU;mKmrBDgx0+PS0f+w
zPOB5q6SYl}wGQR>Ad59dZRebH0}4A~w43IUh6=TgX3r9b_UzZNl|GdcN*?q={bFnD
z+Sk1==4|47O_fD*$+Kzva}0K3`2pY$-CD1E1Q6>Vue6M~9gWI&%$<ByhQTsuw8F9P
zCq;Z0?HI87_j-0WD^&S{v9OOkjyLZc;^Ia%$|IisAAcTGzpRFD^fUU<>afWQJDy~{
zIjnVj$bI;G-CvVgAhn+5zhw{<BBgtLZJ4;Kh%vuFN%w#)$T%y9Pqz75+RuX#tmTmy
zpEb(d6!rUZ_iEchI_vH&=nq%|lGo2xp*DX_F6Vl~L-Ev1E<3w|BFB$~!uDOw=cWCb
z5d5B_txkq%xBQuq^Z_Hs&ZPdrrWAsvwTmSV%jUPHAUd!C?NNt=7YmQwaP<ncmb;lW
zP{`9Rmd7%^)#|+!PXxE(F@<VFMbfm}#abJ?qB>0@VBiQ^hAHq5-cu51h@_>n(C#mA
z{A2+mNFYHJ{;oq38a6_GG|S8(`wuFW>RtT;i1g!@QS~M;7;S^D`fkcMggX^WsuUcn
z^0opBcHDEklwg2*+)F=$7=UDh(U1;5g`GfAd3vasS4?SmxK8YRH4!ZhwLy;qoa%ih
z-F_e;@A$BG;sp`9=$Ij;84tvFhhetzIBUEmHitm!9wJ+~L@IPtw8b1>*0i(2t~)U`
za6llD&_4nV6V|7)5H1xEH@5*8vyxx^beysOegRGH`tl>ARsUmLZDLXXj!a6;Wh5(@
z8#u9!84=%c)_m~skU~o-F^Q>v0gF|SMJiXp`z_rBbb7w9lyu5cRMjG!Qq{6B36PdO
z!6X#a76t6P`@|xl`bpnJXZ8$|4QmjvM-IXbyMq)u;}u5WolnAP+FAZgutvu(pO#g}
zcFa1tWG;HV*8L`G5tnDAB^;PE(6NwQ{j*;hv(zhAC@|Q^)>;$Mhi!lHnwx!oZ6>C)
za!T*}cYb?sM9UHzj1e>AeQT{$xELAWp+M_a0Kv-uZl0o02!Hx2t^n3*%`WX)TrD~L
zCok%Xr;V$833S&OsGeA|cX?Xeu4G67ezrvB;c8HQyBv%}GhAUPirk;MO>tDCW=Q_G
zVwzj8bj#wDHkHMe+Ud44U%W)0>;yW1FBfy?-Dwok<?hc&W*)>m0g-4a^Lz$7)I`P_
zrki;uxC;_A*6Ym43x#Cd>6$%mLc4N?6K$5pcrLalU!uc2Rt5{sPJ<9}Cvrd`3}QG#
zi8>?Xq_pylp%M-RYz2B_v`>u79|gwTFXD}<;_e|M*;z%QmFIKC%}|j1XGL;orTBAQ
z7d?Z)u);@2#=;4sbhEm61q(ekGdmeSeN>jwwDruAY3sIAt2)?m%sZA$u6O<-x4Ch3
zpROnB9Z|5epD9_Ak)`@g+7$3TM0`MLAQ83#WNYAB8E@G9k7E~BkJu_<7i-O|1cHx(
z#_QrF$X-0cj4dZkKl!%)GI-Sbn)?+q>ay(Js`&v-)VB_ze-;r<<G((&mvZ^yGOD0Y
zF~J*kNY(D8wt1A<8&PdxBVGc%R?}LWTzX(MyKYyqM4yk3TV<b?y_tp_ry*50pmHQQ
zIq7T?=%{z)CggZFALoFpO{9~2Cd1k+E^rEkweE~3RbmpVTKl$S<p>vFdjJ&oxK42d
zP%M^NNTE32C0P2N3P+o?p1&d?+p9>qZ{~EYzFnn0T96U$?q8wXh?VX@l@&O=aCPr)
z1{lBUnPY9UFvaFUl9IwKdIY&hURrU5R53r!ko)9a^me=Djm=Xu6MxLsu@I#4Fd!na
z;0^>UlkjLA2Evc1FrIZ@q=zGL#WwK#B%`iCe+Tq2xipae+}&+DLe;*Upfm*m^!nGa
zM`wV|94ihuF*nnrvDx-6BTKSs&3YQs>yTv9n8fT9G-e8%#Dm>gmltKfyMOFlNu7IK
zhq#L9T<kmeoI4R+wzGtDkzRM~6isftGC{ImrbicLZ_cMc47_2`WTfeAS#4D`*(|ie
zu6l30S>QWw-t#S)*>j*?R4JSZ*ho^JqT;)6uTs4ix6<!Jx}H0eQj?V2z6C5PoB(g%
z>!k+HKF;32q{fD$!*FbSXcey?SFB20Ra!gU8>J_KF&Mr(t`Zo6=Z?87?P;?9D&En%
z8$5Vn<5^X#0R!i>zY01HG4^7oOPisYjc;UG%?Hq3FW#hC-8txz9(-GV7-PBh;vbGM
zprf`}8zO>FKniA!P(*y|98iu$LzU-Zo%~u&yJW`)pu$N~F`_Ezcq@&aAV5xIOJ{qp
zpXDa5Cj0Sy-8{hvE6nTub+AE&0J;MY-Q&FBGEl9ZN`24hM|;psM07x|->}{{dn8pv
zr<M0{Khq>fj%INrSKHDGPS@$X%PY;wh4=T~)hJZ#0xE|g7oCaSN>OM^W_rbo@#1qc
z$xu$mO3`a=4|;pt_cu8iY+SG{Ah&RZK{w2GG`vG;Ab-LN4<pSl#)Hl+ir*`NZ%BP?
zhc3j#Whz#P;Vl{A@JgdlIJC7-73}S<z^EI;M?ZgAe&<}#B`IBs-x)_qosQZv$(Qn%
zTvGnSI~{B;y0jWTvi1vO-qy|^0m#IxRLDn@Xyp_I3PEK4wIj6G<XB-H?uoL?<M1>z
zIvwttTEePsgR;!EkR-ar%H^hmG|BhkKP3;$hWOn`$a?b=`O51PLjlklad#JQzc&4k
z401!)Iu6#pq=e14IHOU}aaa5q$rw3TXW}(Y_+3?#iP=+qfV}#uJ-<|HYKY%?0QbPs
zBiM7)MQ>v!j)vRe&fKFq{QQHUk?Gsrmk9q4vk4G}OP}Yi5giq_M<<9Ad2q*Yli`V%
znKl6Eiv;$XW`aMim@|znyp9gD_GocNSHP}WM6{ZHTt&<Svvd@eB+_b_*&GuL-BR-`
zj|@%TWU2Rvmt<JhE5H{llo=Y*tdtZ*+V<@+z-S(4CCT#_?pSOl*IvS`2aK^dnOXoZ
zd5MQ6_i@#2jk=FpUuBte&#wG^L*JOb!dMDN9=%bwUiX{JBWrS#<3h?I!>p~cxWLM0
z;pyf??ats%N3iJTS#lGzIoI=-)@t_Mj9$Oov34x=@J$6?{i>74yg*ve44ez{rI19R
z76<7%>Tjr;ylyp&I<?<w#kb-|H>9Rc_By={42`=zV82Vl?K*IFtF)}ci__}*s9$Nw
zMW2BLS^U?y#E|{oWxHdH$Vq1QXUloDBbF2!)5-W9`}a<?71`i5Kn~Ni-$q()C-?Mh
z${u275)xz-tAhtv0cLP&?}zE55HCt?)kqK5P%4SC?T<95))@>Y?|+?iqN(`pmBj&1
zFWh`(7~eJLzP*6q1_?2=Ot9#tcg8PZ%Igtyk9@S1bc^-yY&`DDHqDgRk3f&<zbuv1
zLzHx{-~?~;ypP2{<Q4;qk5TXhnM}+nwXz>ysTnJ>ZXi%9;A`F$q5Y{@<+VRSk~KY;
z3;|j<0e6YFri*;sKf1oNNVc;ycVSL<znNtYP6V!OKz*k1s*A@lYy?ueZjUaS;i{WI
zBAA58iob`p$2%(%TxPV@{XFYcv5ir-7+B5#)kIqk-7l+zCrN01EpN8Iy+BIGx{TpK
zLr9T02tE-_ei=_l$TqqUE5vx7Sc(Z)AIZh&OM7dBDli6ywH0)4e??fB!EacbYk8~t
zVyopHb5b&L5-)|~T|7+p)1amFS?@g9462Vwz3$1cz8y^P2NKkgfn$dD)_e4<FT;k}
z?%S4Eb8vpIC+mQSCxns9;*V1$EC`pGWe4Qfg_3&ecy+p#5uHLmJxFuL+wUtXj$gcv
z<YUrCz*NPl>@mcJLL*7Vjg*}KFg_Q)#F)Ic!}iN@qyynSIc&mS-Ch6$xv8VYT#aEy
zFB=u){UgsST9W|w{xjs3Vs`cJ>?vLPgq^Z$;)V>#G4ZQ6bPcG4-GQ8qXm4aho=-Sd
zaS9ukO2uO%-hstF1?FWr1PxS0q)U0@b0CL#6AtMS0oH{xthGG}?Mqe8gnaK13+Yj=
zECDjFprSy0U)656@~~N*&h())+cQ^CUW{%V5(%UB?4*Wp>hQIRbMmXaRU*-aZTVQd
z-#wza7|3}wHGfU8(dE`m1++0uU$WFV4LUL&wvgs4m}-uWzMdJKV!(&z$DFEzxywGp
zy?jP()cR|ZP53p>?A$Z$@v7P~@UX)Eqi;rK{rB^?r_3=~Zey_!4X%#M8%olW2l&>>
z*;E4gBx=+J`N^`0h=IbiLn=|R2msSv!|m13=>7Em>*S^i+|I!0TIITq^1^5((Fc!2
zcZw37Pwmv{K7y;p_AQ2iq<)+`CC2@Py^>8!h=|><%s_)mu7I)n>Llh-OqVY9fs`ek
z`lof(cQx4x$5!!gM}F}X@7D(xEoGnn4*kz$76@q!45r7yuXY3hW6#vk7VeFGVPcgd
z@*_$vd0wqUHgY<W@&{OTSyY!fveic*3jjrhdDxW!^K5QhT;nfO*j}cIPN*_b2uSq%
z{0lZkoANbF9Vy0R^aH;hMXu5h{<)l`N(+11Z!0*OnhNsZ$YR@h&i&I~zi(^)Y6&1`
zp8It$J{HO_Cc0+PZ#QGj;T<pXw5Pc?7nc3xBItGs1CVCweo;yimvj13Tvv_RvbE~W
zT+*Y3e>!yUVXL;gdIk2Q8@=7}_Hy}qie^GQtumrj#T#fN9I+%a-PPp9+=%UV@orV)
zWPBqyq1F}O&IPUJh&FuQpdUU=8r$u~K6i6{eEE7h(83DtBKDe|-sZu>fuhV<I_JRi
zvJmcv=(Vh?M}tcY;JB;n8Ft=Igf(?}Zb~De`Uf-)^u^aj>6q{ZxfIPrbqyJH{HwY;
zXWP&3osq4%K~qP+W>|JEYI19kr+8-y^N4bw7<9=VEjFS>$J_nLG#HHJUL+EnX*iLh
zQkpPT1Im8SdorVklvWw;=y4@BiezF&szO*v<B6^IPSwEy!Wlgkwn{^@vRliJlNfwT
ziKphi$_cB|(>&R$!{@&pwtGL#f^YXK%h?#}-19$dv1xQIs_L^MhEue1Y~$LFh32^4
zSPGMRumGVe^}n@SH2Gjsko1iU#Zfq-iXTZ}@|m*WCRw!xvdDS{gxGB)KMtv1R2iJo
z<9f>CLA5F_vp3jFzcN@HY97i@Blp>d=aCSTq_{bo=|;H+{9(L#ZwvbDbCj?3SV~^$
z$U7NN8Ah94I+12>!p!!tB|2w?03W$?gdVDDOLCf?@osj-S=*aaJnp&a75X6v-%h4*
zS2)V!$IB2T_v@BijK|Le`ifp7NNf5?JK8cFoXz;uWsA#b8unm+2`O<yP^PS3GJLDT
zFi4DsWa&8OEF>K1ECkDTF)=?*jw6e=U}dtQ2fD>fv29KgoG9Im&0^Qd1}{!Q@Ooc0
zUZ{jFyhFT}af6J12T(*S22dW*Dfac={8p%r#@e!^#u;3vwZB}iGhRSnS;(~L91e8j
zO<Ja&A;&4Dp+hI39&{M5x-+Q)G0-fS<0Yol<Q%x+v>VfCYEYD%m5%;lNKx5+nBovp
zq!wGP``%w?y1GTJfp*5dAD&vtuiw;DY3JTf*@96K7$wsL4r4I5Lvvr$S8cvZIKe3Q
zd~nKD>bm1)Cte*E(LfT?5eeXUkyzcXPr|nMI541~7L|Q)^eCcpae+M@h{i{!M}$vS
zbgC8FJVZli@T*E>mqVZE9{)>fJJm2C97CU=ifDSBZq|)o605PHYJ@)YZeWTskeE>C
z2xOm{7@&k@^JD;XFKWobjayf5_p5jA>U!@EmCjPnzibFbUDn?g&Ld=qeO4HnR}96t
zUqQ*+PZt2cQYGbJ;M4Fultw{B{+1UTCpv>cE2F(GgbIto<|rFwDr0$(Uj%c03y6tH
z{T|!Rl7Y$$smc_gnCGRGJmn&r?$pVi>-V6(s@jXd)oSnvvO@dV@`Lc08kn;z$G=L{
zBhkf#9OjF0g!qz_@kE-1qt-$wmmWt*g`+wQd!jL#DB!0y5`ZPcqZI32Qw-Z$3p@Db
zj<valB{Q!+yq?nHaA^H$arU~Euh4**t0|Mz1i_d`F|Y8n+AG-yz5HPAXKAiP#Dt(+
zG{Z$lJxy4gZ_;%8Bi?CyqI!zX0*%-$5Skd-!uiSdi|#w~XpE^`dHv)e+n{rnhfc%D
zFNt~@eSd78<Qz~o3lSV+)v!u(9>Zcn$IX<LDf+L65?<>0rnEW%@>ePQq^}50$P)kL
zC?|ViU?T9jhR^6(XSc@sgL_#`1z_b&E{b>k<29J6nT_7BzYmy|m7O6Q;R1>VXQQ#b
z*LXtXxlIc&Q^uM%xQ4Ij#jwmbI`_Gn*_X}iRc`5+{k{a0tux@c;LoX|RLmTkAz078
zaTUQd9_@v-!W6bHr&>{+OuqZxjp!)41}W*aDAo+4kC|+qwrPuj?`dwn(qirC8=~*M
z*B86-D;S+v2s?{;I6i1BB}KI^wR+Pa*D3d?ENTUtCTKH~v9x3<($%1L)z;&EeH44^
z>;p<>`hbO)o?Q>7a7XVm8h`qWY?aBRDDh{rTrZ$RcR1gBGNNfKl+|so2HpBgrlbwW
z?C611A$Bs1-J#Ye_)f3+m;nBtN+yhy_(5j83p@<+GMW@@3}wfb&hYk`rPE=#r+KJP
zsix8@ZLd8(1-tVjm7s7Ax+uEjED;<sov3{hZVQ88S*-QiBt%tSt>!V;{pL~53mGuv
z@b}OYWJ`6YpgmWlwpeq?$GCuxfdwb-06kGeLe)e6{im%;_LK`X$AKaL^Lbs>2^MsR
z9UeOx;66R5DeqTFy{H)-8>KEC^EX_iA;hK7_3^1DQ%t%PXFZNslBlOU7J{@68fBSt
zZ`U_8_3(rx&zcr5rSyKE?}nmsA?oqSSv=;kF9)ztx-c^<rcRcb#f{V(R#?2gT`_e$
zqSQDZ0u%Bj<XyrZhM?gC^d;%F*D*5lrn|2xe@bNV&FBhk>f$Ydj`sv|ebUEqKNJgx
zX`(Ci{Lr!-$GRy<=0ufq*T#jCzZ)`a_d;g!-H9;EGV2S_4F{e{hezFs-C#cz#>ew?
zL`bz;FV4yY;$`K;Lu-CmuBIamXh~hQsW@r}V6-~)cUADEAnvif-hBh-n1%3ZyE)ee
z(a&mNI*%7uHlg2OC)p8?nZ?^A-xc3VDH9vbajM1%@@joM&3|lVE^Xsd>J_|k3X{i-
zc^;J8s%Udd{783Uv(+v<BS}B&iv`Tko5c$79rf$5i=X$M6zPYcUuF)hXq>=>_{Y<C
z#}*^HCWT^xv3cSL<efoMRXn2KH}K83e3G&3<x_^jDO`l~)wA;F5ncdAIgu2i;T?Sl
zq^Z+3b2t|-ts`+EU`Dd-H*~m06qfD!R_2z?M;Uo%HlYYi{0N${vVDdI8HubLEtB)o
zDR>uT>%XRU6}#F;o>z5z$EufKuv2Oj3ow1wsAJG%Lqt2@j3Yx7xb;<Hyw1mKW9CT4
zkP$BPO0u(mZ3rTNS{(c{WvA4>4f`QramOIDp0<aV@4qs1&FtTlwE`t8t!mePNI77K
z;xXw9bts31wM+DaPL;7ufp9v^jF8;yJVePzB}~73wWNGNK2>e4RL47gUu8)F29}{+
z_8?|?0l?p|;PhV^O?cH@^%FY78n*{$V&TfU#%IE|c&GHUwNQ2a2>IdV^Y{LXO^$Z+
zi__~%i>s7#1rj15n==$<$en9uj##8&c>Mk#VcwrN9n2ltb!(<mC(oLgHsEU(?{F07
z<@+Iqx$i&n%jfKpj)zT{M>+1-w2i7f{lb7_@I?&Rp-*Ht1`-i$DkvC>Cd#$lFKEXl
zBNJvfNPJTJj_4Lh%9>CGuBw3&WGD3yk|-jl5$oT6jlvfpr;qWQ3D=L$qP+mwwWzxy
zgC@#4`KfL-b`_LbSD@kQ*@O)b7G=XXxMLDk*5>A>lCUEKOI#a<%8~hOTEOsfTlV*R
zrY5^pVYpE!s2XMrE1@;4ZgFL`8L@wih*eS%<(Jm9<<<1m^CIlCFxTGh3id<L=c_U?
zVL$q2U-N%D#>Q9aE*KtqYD#C-ku6e|L91G3LO<N6gt7%KU5G~rWmhVKS6p?lORt&H
z<E}VDzM>C5j(DI7hQ-GB{o-x#cSleaWG2$mmRN7ikx<?P!vmQD`r}!l$ml1z1cjm~
z;gI6w%_e5kKDx8LiX3G3c`QKoNos=G+hW=S4t0zU@dSbo`=1_7Yh`1pIgN&k`*ilg
z6`?6Q1{4E1OYirtud2rfw0TUiN8=!lEiBOyHh}ulAuQg69^X0^A^@-KtWJnqDNfE|
zI-;_T%H#=CbZu&#Pt3<6C2k^v1rakcg6j0t*eC){*vVu4`?@~Hv%zWL-%W=Ftohl7
z3`8+6V0}Uw1DejBlc2i+(Fv7%K90bU^ys~HZ>O3hcnE6pjW-o_ge)$&KBKR$rEyp5
z>}>W8X$+mV6r*)r>-tR7tIpf+Z-1!GnAAI4MMwJt#;Js+XdfC_ShDg}ZELgI`cxgi
z-zF37?tZwjnLl_j$|E-_)sOf>7E4vHF-s%G&t^=7OM18j)rrrOkn&c=*tLx<ooWwJ
z-qpTVsqos^%p^oux`kE;k%cm{L<0zPX+m;`G53&9MCd$z%!$?3d7@wn_U8nPm7d3$
zq#ypB<%CW*7QgJN@$?_a^(%2Z3&Z}td-Gk(bF+VK=s?;lK@STY+~bMV6t>nF|1;JA
z(fiYgt-LH7kC(lW!@~0?EajsQsz_{27UI7U@0Wx?2Y>N+E<FF`42%A=!Vv=t2}$4A
z?!pgLzl~<YKT(&G`RcC%^EitN01xIrv`UtGdB^8dEtnRiyLeFRCzK}*h)}qT71D)r
z=FPh^lX{Cvf+dznE$?y_C>3JBSvipk_<1=m^>97^tq$WErLc>(niN<)*JYv2N!{VQ
z<kla5U8=4L1wa}|4_m`KLptQ-<OVLKO`fwQwg8Wj@W$9E-&;+NP+6r%x*93h?um-K
zN=J*`YmQv6=*Vl#wov(Pvr2G9`zwc?DjS|@8EFbz6Vt2#`x=ZDj@u|NnB9adX^wLw
z$83nk7$jT~pA}}ks<bGb7{b_X<il+dzbn7jTTA@?wSfo;z3d<dE^6#NZmtHy;tq#R
z9MeC$*^fIoOnSdZ;|}McB)KG~M$A&_4Ljn{Ht6C>2WNLyuK*x4*|(V}ER40?*w}ho
zY|7^}b?~I|k9}0>x%u)q65pu>|LkaFgHj56uDb(uDFkriO<wsKz+XqDbOElw*g83#
zr5ka7_)r156P>x->^J;|vc90^r%m&?`A{%qHDsOev)`Dt^P{J4DXjEig!G>C#tHZ0
z`1RR~4^>5R1};0?g55i^VPacsKgqQHp7(t8^6=A!)r7p*Jd>Fe|3Y_9h7jO!E23p$
zs{&0+GR@xDzY`gs#FvCIaGLR}20OW`2afZKFGAmrJi}s0wwLQkGqfwKBjDAuo#3Hq
zE03HzYwAIo>mE`XI{u8?T$q9;Yvh-%0p)|);@%xMr_7<o@S4nFx!Ps;`uH@&o@@^1
zSF$QUSJOVv4mA-#>-cY`75Xpsi~XEj!iz5X80-+%?g@LNy!FwrJX&2VMy$%sRM4%F
zSf}$uJOX&g+Ec8JJiYO44mx+3*Y`!<6!RJ1d8+6gI=D*26fs<qN@W-)y?zU6{)O-V
z*uL{C{RTWC1T+?IjU1pV%S-ljk5^;h!V|jJuykwncFD^=_LyZD{T5<~h2R2?&tH^Q
z{R&)Cd{i0G0Q9@npjZ=d21*2&p?eCvE9d%0%4veoO|DWdG^v$Dx<h?=A-^H*nFGY-
z&i)lmOg~_0EH8VeA~Fc!N6b@11o9S!N;mdR4hn5M2IJm`e~sHXmTTg)A$q+-5x6l9
zu87}8yIiP049%-+$+w?tU0lfTdkomkY_DF{*8yKV=}}#5DugkuXE>&9hlYPw&g$P)
zMalB`kUUz8EtSG%x!{kwpRa^leAI3jtv3eQZ9jC2=2PGfqBs)HXlf(*kbpS2?F*e8
z9Y^!IU1<GVo;H3I<n645<m!67+P}=>#<<l~miVg?v#~&qGf6er=S8V^Y4}}XZ#=W(
zhapsmm|D($_|4_Kp6=rtN6B^J$LI}?1bOQ%i3-%6s_9L-!^IjE?@6TFtgS?vZA`+w
z{O-e20f-uWmb%K7j0mw26Y7VrN8<kQGlji49rX$8k<8QA!5Z!<RoYlo{@!KG^MqAT
zA*_KPi0z1Eznka=Lm0ck04(G9wpCs>!_5{0G^oHg%Pyrfu5(7_dQx;V-72f7`L;s9
z`<UM6lJ}sVA4BjFZZsHckiofQ?z9|%fL1K#+LiOFyqAyOmFj{_JKrlHLJ}((<OvOC
zu}q~)NR2d#e_5aS(yZDnPFgVa17#4O7Zoel&7|tP<Ac-6W$1x!4{47#AU_W;Iu6+N
zpc~mIrQyDn>px^A1)@6su-6S@Fb8-H_AJPd6dk9<FulG!xnE<evtMw+b&GI0R+>fT
zp;QJ_7r*6pBD<uN@P!Vtz3`VBJDBwPtfeb(+_!WFUYh64POq$JZ>G$zMC;L=YQ%$9
zX8ZQpmfuq(Ogjustv060+pKOQMN{(3?w9<hiz8GJoenM`49#B4uLqv1HMtV<c-URr
z>^jVJzrLuKrx!Jn-#Pqn(nMVnQHf+4&f%gEN>FC))~Z#-SF>*waAcmG)2<Z&ApX3x
zRW>*X_T1Ds_q!?rIbr=4AP0B|d>wL<i7NIpOx48(=X(X&Sjh1e)I^u6`6RYCquPa5
z?oS1NSGW~+<NTgPkc7mfAr!z@zLQ)S?7w?dPEXZpXye`hYv`%XcXqbOrHjoJt#A#+
z9n(*TUyAidDszLXjnld{m%Sx1-Dk;jie(_}UO`r9SANb0JBn5KP?_jIFp(A2UfKv%
zncsBp57Tv4{p&5_dhNOqDx_R$)W%g<+l6meS=nUkoSXw4*Vb|$(}yDk^xME6jsg|0
zzi#uU{B=nFgGO1P{zFmB+vGT|l1@fydRruE3*5JJ&C?_|0ldwBewG-K0Cxj~b%C)F
zW;wl}=;4VpNR8RajV{86Yy0I2-=Fm@-u8ziMKaeL${7Ef8dF04XDU#V9M6pXKP=Se
z#wOq&&}!Y;{2L1DX9NGcHqZYYn?Pic_#)w)AgBp{C#asPEY0~UFxD-9^~M0$N5Jye
zn5X(iOO(EbbRdbv<{l{=TtHM1?cuD&uX9%}U7!4pMz_#?qW<OEkN;`FatZyPdv*8M
z%3#O&pnVB$BSV>4THC-+ZK&MF{g{m<6VTLAnO>l++UhuPxtdOBcYsoid#(UJccZp5
z=<?Zj71ZdwqET;EC%=bH5Il~+?@=$E!f9o&nEtM0d5GrPSobe}((H9T`q5zs3~Dub
z?%NO3$i4DEy0^epD@_e)lnPw{@UAiKeP-lc>mFlYomd;p3p)R&2Rh?;{}Zm~JlF^r
z+$*{+w@=-t>7)GCqUNbZ&KTI+D7=dlR|!43Z5_Du8&IzZ=lcfaSz990yo$}K;B@S^
zV~hKn(-V8{LeuUa6d~jM7<pRV+j@R|M!8Tyz1cmX6uWa{jIJopJ}?)T5j3I9L32D%
z5c4D?pJvenOCZPg(rhjo!`}2r5%bzL6Y`bg73loKn8iXk<v}}gr=gWb(vqirhSA-s
z%9`dj1bz2hUDa_d8sb|DCP5F@hIKRNi+vveKu-Jrc6!i1f0x5HcX}Pdo0nV#Mk<{%
zPC0~*xtnusH5-PeHgI3ME9Bs{mlJV$kox}Ww$R4>312GC61ijg?K%pj8B!G?&18Tp
zwsD8VeeLL&qG@kkuG{)`0t8}rLe_cDx-B9VQST#oEa_PN<+h?KtAT0`Tfi#2>KjqP
zMoIh?MCZT8!BbS&;<_?D$J~P0RqfC@UhKnn*Y{ob>WE-H?VM9SwrvSV<E!6_#=q!;
z%QK}pH%vL=c3?BzSmrgs&<xl?L^2_}uGM_RIU06BVnShe-mJt&seo(G_-?53Z?UcZ
zhv-Y~pANwZUn^+y=B1Xa$bDnN0b?kuIG<U9ZKKGTe|W;qMB;zmUe@n}^1B^xQ5>)7
zZ99&t>bkSpXA|K)nX-b~3z^%%dm!n0yHWQnG&lRa5<d5l^W!7U;tAuf9tBS=iS=Io
zvfxXi%*oN3dxY8uw-e8~0d^sK(n??5S&=ZT+a3FP$3+=OgFA&t4feLiOV~z$T$6{M
zp+A$+8&ZKH=L8o^L`GuV3S<w!?7j`CsqLeAxxsUSx9_-npBl})I-O+G>CwtG%@y*n
z91!q)?ZC}mUZu(ON2@$ob$sv7EaAs5lji3ivREp_exe)%DXKGF=D3CvJoi&viu$Ay
zG!^<mXH+6m4=?cPFqjs@+}~U&7#rK?o}Ki+`hSE6Iq>_Z)sY6gp$ja>5Ii2zICyZ9
zy|0Lfzdr^w$y!5?;eGeA8UhQt-$-9%U^|PhMfhIgV4(28OeToWsZ265v1s-9ASKXt
zH|ZV<T)XCV=5n!za1!z3P~_Ke86o_TuDAQ}>QVT}Xk+mT-eJG#v)lL3Sm%g|xk}ml
zRClh6*C*{tM6-yPj)<Xg*qe^nx2{|{MxE*50u^<D(dc5r-+@1cbgGnVy&z#lJbNj=
zz7QFH<p594gBqJYt<6k1$6T9~aNxW8SZn@t>RFo;#)iwXJh}BM1~#<6tZlR@*m>N!
zJ+%A*t?N*X8m~Rr4|i~@+cRUyR0BuY^M4LZuQ|VXq(1Ed^<lb0s%#!+{0?x$vtOM;
z2<fi7-&yZsvEsF2mo>hr(jJ0(Z;R_|yJ;#a=q($yn6-iPTvF+8#}NoEPm*)VYR?lN
zG<O3$qmB;?27A*p=g->9{$vxJ-!r$LMoy>3j+FI}-XBs{0hGq1r=txA3xCZFug74j
zHJvU;3DD|vFk_0RLK4PO`X9_ig+Q<ES6bRVUys0lM$>X^UynXljZUhidPnE^_*#MC
z;+B6nEoaE`SJ7tZ6W<W<Q0G}!n$9aM#@kSk_y+b}nDC5_n-W&CkR){b+tusZd(FI^
zkN-bxePvi3+p=wNmk^xb?k)iW!QI^*g1fuB%felQySqzpcXxMK$Ybx5ec##dzTd0A
z?pob7YgCOIH7D~%2QO>G2m%+=W7mnsOzf^D)`llhyz)Em25k=_%fxx=z#g2mgth~g
ze8<xdtCtivV|wD`sz|~vWL;<ma7<8hOy9&^8uOg8JqOb9LY0g+V$~mBPn&&D4^;|s
zv)l$6$;!ChUhJa5y|eLGIfiU0GaT9HBaaOG1r%uq$?0ik9~=Ka`l|C4Jn1#v@9q0W
zb07fhx)XmbLtAgd&k>m0uJA*-1r5*{6KTajYBwBd46ZLSFY<oe>@zGbvBIK-<I3CJ
zVP%795W<aON^s{dY+KbJoEm(fo4SYIMRRnv*<Ij%s*m?~G=Z@Bg@Odq%vSDPfgD*e
z5`Q>m@k^#kQ(J>?`SW3IoVCLo>h7>lGD0eTNy?o!mJE6OE%(E3NjDlWpYsrtHjNTR
zqMV%XQyk5Hx^w@EqrXy|PdbPt-#T*+yMH~>+^o>ftc)F5zFp3YT3(y{EyRq0z6+;i
zbD!ag!7ooVfmL^WUB1D2-wMue{k5fL^7b^OtW9(afEK5z^eu|{jqQ>NzF&rd4#~lx
zTO3Wz5kfv}r<AST15)6M*Gu!QC|ZISURj!>$#q8c@O(N_CZl_M0soA8Fg-7?pOa|b
z^xLyEEJZKU`mgfhi)f_rZZD7TTZoHfX1^$NIMz@1H*aU3ChIOb*S0O`?J&D+@6i<K
znzKuad-qI^$;$_ZAq%>V8Sz|b_ku4P>!{2;XS{FU`uo;Obed~(B}`gZzc1(2>P+40
z&uvEA^G)nE`c8`vEn$_;!%HQRCF#8fhJY}Z($I&8TC`2(EF6(#54U%FdKeEDyKN#N
zeX(<X2O>n$zE0)biQ^J#FswP1)RTkB<HwKXFvBAe-z?x$m0mEj7%OQ;UUS5;6?wg4
zkRk{$OBdC1CQ`sKnJ+|x6ek-8NZP{x0#?2E={4?CEW>FprSiukopaut^lGuHp&{dF
z@T6Cv{o)_D7(1cd^eGw*PD2&f4e>;~F#s>KF!<YB;X#7B)P;0uZ3+_0cCLZ39rp}}
zpS*r&1hDI+Ehzcqq%U4e^9ic<59gtk7|EX`D>;%pmr$6(HU}}+XDqw3UB+jEbW=b&
zf$f7j*;{Rp8`(03J$_ODQcV<zVKsQmLd=*E^Lt)L9#ugU8rp>NZH~Qk`H91;%`)7k
z7;7&D;T@{2?0C2PCK!nd@eR@K`s*NM(O}E^(>Ez1%vF-XkHPUcJAAE~rLx9z{sx1I
z81cDl!<dBK?$PvRxBh@(a5yawiY;Y_nX4A82wL4JD}MIMa@Z$_1eNs?6{S-kLLY4B
zdl>rTkq0}pF_>*n!V*ihOp_~?HF^T&Z1>Wv?T;Yr9Eu^qrkUAPB{_f+?VH&Ql_Hhz
z&Jb!tmCuv@10>R<!V>-@<F{{qa2pG3Lr;t?FL+0!x7Ox%cr=>1LZ_=0vlkW?xdCvu
zgd9I~ou(y_m%th@H-_;13-)x{+jp<q!iVk2F#X4G)f2B$HtD}JHw+ER=N{7>^4A<y
z$!ytWtks-Y1uV;|Az-V%KA+K<$|DT%=;5C@D_99drOlWZ$jN%RVkHsspd=%~3V0`j
zAN*nst-4BE1R?4-0UMInh9nDAzf6E_-3f1nwwtd8Sn+~sJJB?}&4h4blFG5rOA#6R
zCcJIyIX|M}yS&aNK!2NJJvg)mYkR#(Kjx5gl&<7E$#;gyUs_&sW4%69FiH9+l>Ox#
zI_RL(!)o*VYNHpp!Wi__l;|F39Hsa2a>n-iQ#ZlAVLW73jtCia4S`$jH1q<`M!#iE
zvJxuwlvO0ovHG{FrZ0JYkJ5L`B?PcKBcJx9Q!Z}PArwo)o;l?ajrKTdQ9Q`M5jEG+
z6xCCRC~2=d=6HBa!=enz2-mL6*=`zLN`DO@UWJN4Sx!P@Rbyx#D)W{4Emi4~;wM06
zLixDIPL;}n%x|fUDr~Sfs4L6~wq?Xb5*}TKiJ#2CW97g>bGF6%{aI(Ku4D2GU{+i<
zt|6S9o_QGkm$S_$wtXYMY#hVj3W`GqVNvy@6F>)0us`>niPGq2nDY!&UX7f1y&%Hp
z*k1N?D7pkln39N*mwo%(lg$_1hhp&^To`=2E@0alTr=fm32h4Ae)&kTednS!aI3bD
z1jC{3S%i1IfG6_$h+7AaM;SpKMA*s3`_0=ThbOWQvNmJHR~XI0?`1$u08i@5P_hT>
zd7`Z4@Mut!h<d%by~N$Zc>bFPW-1|!G!vX({N%aiYo1*`!3`w|^PW+*)~1mq3IQ3A
zUWNT<k>+|vx)Hq7*ug`60>GgsTT^qoRQ9$96<Qu<&wtcZtIaiqz0J#9e9p-y=*zPC
z0fRTP&lsW(=<<O`U`qJ-mITM>sS#d=Kki@n_3_a^3Ft-=R-rddi_hDttqq!D(X2ud
zf${U1@EZ+e4IbL4ixF)(U)`j2ap+d(YJ1qDx0_CL$Y1J>#k&vO4V2ifm6;dAn4^Zk
z2xjn{+b!-WFi1sA=qsE95sesczK{+jx$Ul^#rHF<%3WPG>U#R?{TweF_Ix=h*lRDI
zI+exS4=;g&hr3zs(eWg<Qt?|4*o2T4aCTfe*HKYMm>vrZ>o!%Qu|rJ$>Q9~(f<&2o
zEa7WobP%wXd*;Wy+p9xMf6*s8YsDyS8pfC+J;%)Wy(DeEL=OFh%6;eU3#+9mo&$%a
zN=vxhOp^>OI)~@*$p#5tVlQW!Sd4%^tsR-_?erIF6U(Ggj0qHh^-2M9+80G8X(Zof
zSIf&0obu7JwR^q`j_Hh<XU1@`1?;z(_#B8u5I0%j4%tU2<#VtqMS?YU7uRrY1%oek
zwhQNUndoEtLB^{c0zxGa8JLM1tVZ)V5(?%U2&lzikS`ma^?I`wICJp$Ff?y0(M?Qj
zxb%GtUN>76TZ{%$=vNG=&50GU97NmX*g7#AI)+GwkSV!!5{etsQu=H?pF}({atJdb
z_vmr4iQc2eaw0NH7Qe}px+wBzS287!Lb8u5C;@2E&7*7Jk|;+waoI|xt(5?ZJ=8TK
z?94g!l6mIWr~B-K&xMw?-w~(`-|lObR1FcfxFT9$7)CsW)brMJ=fbO*_amPvGp0aw
z@t4;Eam&3RN4RJpd6;vuW_ryiWTyvZj)+Jjx=oSIS|fE<XEPCO)-13Ywyn~FdkqDD
zylvUhSTZ2B?mlc-VY80kvLLGnpz^IqqkkZlycB5oEtwMYY}3zVfv=d;`1_HU)-Rov
ziuDL7<SvyGmo;I8u5gu$@)p7WlVZX9cItvF$JLev)+Eg+v5>!i8H4DQ?=P-qOFlO-
zazv>iZaMz`GWUfmukv#Dc>CNtzR(~`8jG0ol8`S(zR(6DI~hNyc_hQTw-%sD7eyxa
zGs>XSnixE$R<Y;kbD))r)2dm?V|^9U4SJ!&UgsTxoV2jbSirD+?VV1npAQMP(r0+H
zA|kkFIB2+1%emR}4uEl#r}-DhpENY`b5Joa+Psy}<Q(A~gk+hpw#JTEN!GAW_{{>b
z3&OwQ4Y(sok8tp));qDdk|BbsS=lVrnquC!DvgE6Wb_Dl^N3cZ)akSyq)?P0Oal2$
zLX2Vzy_ma)MV$M1h;lExZXh&QvUt3l&{VrZrOjnHx0D}YzI1a?_b5!Fj?sn<<K$Tk
zRp9g~lBIfGP#Y<E8kR+gnTfi-?y;oeB@}-?6GrDj;aN<Y-gF{sOHhXH=oPt-p%_sE
zy%2MyOac$SU2LNK7^~5*-=wMXyJFsayz!bg4Gqk@AuiaPe2MErB`u1`<IWsg%<WWh
zYP^h<3BV3LTFj|(*n^wd>r!}YtAsuxh%mtYJ)Lfo|8<{uzz5&ARZM2<R|BPck1;=H
z4$dl*o=+aok99;Z`)0N$yt^#`p<9^8E735obK~6Vlr?UCvc3TfnZ!?iN<mS~)dj=D
z{CIj-q}lOot!l(_abYf5ge(=;I&+}LDEHcVO-4Kx6G|(!`u*>~<@2|blwpC-gQ}<x
zbFL>x?d<OK#v?zhgKPoh@wSKk#|e&sw`dz(7t($0olaYmhRSpa?PZ)2$}6TRY*+=h
zcO|MsgXA2%Jv>87!JR#(txlw$H3S-Dm$0=41yQcGjHP^BPwE6}s=7e;0iHWgN#^v8
zrP*5%)C?g&s&PB2vJQ;_Q^#&bOVWL+rcP;h@URC!)crv}?AFGb(BqPThfDl06+Y4W
z0SZrTFgA~xl_=;jqPNCKR6nThubaq4dL(-9-*INJ@#!gD{JhK|Mm4w}0r@}wivfI|
z=nov5S0hz(Zs>w<hKguiWV$dT5pG!9m`Za0&y{~i@-C?#e{wsipZv<ZI-H=;a>=pF
zVTpC)`E{r)P3;$N(<i@=2mjPA|B3wwgjI3rMzjg_K`n@-RR6x=UzXTpAgjV@nv$Nl
zWTXa$>iv^P{+E%+e~fH&TS%GL?kK+3hJi~ww#NO@bgj|uM4inWx>G%y9l0Pz>uuS{
za+O}tAxsVFuDM)qPV+#!F)v|Jc{0=O0jtHuP$4L#^8A+3xb#>c=8>96$^f1e(G_{r
z?!*(4Fk@^&oJ`sX-MVQ^@CU8FSr#j4KlesWe+f(D@C~8K1lC>>R;rKTKz;7xYJMG{
zujo@756FDq8Qk+;)+(PZpB1=uLl;jHdRs4SNb5G=U8$(7d-BKK`z+?a5MpfYb)@30
zDVjGqWAy_R<ynyO_L$K8+Gei)4#5iI39;dn{~c7XFV|7+iq$3g-PtBDRma9xM69qd
zRou?~&D8nn&g~Sq-r0fRfD6~}7O0w%t3=mVYTaB))t{Zgoi#VbBMeY#9{=^Nkk*nF
zdfDtc=A>?RzY#amYD`}9-UFLUomvqpdX{t_LAn{hsg}%sH2sAhFHFHHmi2rst;2m&
zQ1f-G&uQZJ3B(A0dPjcFfe_^lR3zH2DMv5l?HH#{;oLf?HuA|5Dw<_PQq@U4hx|5l
z0vr9VF3n-s_O4p&7{<#NMJ|nWK0%W``}CVz{+q5t>%0Q0w3fsLT6ofit#k&gl1EjZ
z{1kax04**Ap|dbT<UL+9^JUw0*ozWPB4Jf3vZ~m44f=?>^osV;g6`I@!5%1&z+|Q0
z?+39TD^QL<DV*`(kgB}{;1Pt1(}|*d7T`Q<RYv@>q@rwx>E(QoVqX!wt5mmLMmmg<
zcfaQkIlux32cokVx0ltC8OSMpF}8@jO4~7>RJq0~e!1X808}M`%Mf`Uc%Y8gsgl&J
z#y(+IA&u>C=-UvtvF{wAJqx&?HIT2*CBn%hG4Im*UW2hwnQh)nD^<bufU@jnbgs~7
zmZf)L_E6G^c#jo!-DU{G@Z3;RR9t|&R*Y?%6eFVWQQDucUydwj4^!LnJ{y{G&Wb|r
zUVJBhU(`|ej9CG`C1Tj%!p%{pU11HHXShAdtH@EQ(P#3^<etzjXwjDu$OQ6|z4jb2
z=thciJFUOQlnFKyHccp1WRDF3sXselT&T4il9*ui+5^*&46QxFK1yCH<X=;%oSJX9
z!DuTwVzK!X7(sCb3|VfC(BUNdt|F0%$lT*h`~aQ&X9DjTRL^EECMOhdubcC4FKe+S
zj+C`NbIfvdcH1XE4S#iw9x}ylxKd$Ydz~z)+p3L`&ZENW4UfYoJYEOyz2oNI?i(%4
zy9+7pIj1N2<zpXGM&X|tL~a@x1clDJ`=N5v+hd9>Qvt098Wmg<)u;rz;C$=55|wMB
zv@hxIWL>{<htmL0>J8)Sf!i1tR+pY}6w$Cx0QDHnx2IbqdFzd-JxACHL+<1Db)7y!
z5vwWEe0S51O#%RU9q?Fsq<X1JKY<-VbJL*-9PYx+d|NPQq1yyf!hiUZj5ly(c1VDB
zG0x-mVTb@v^F&^!>65vxo-YFysgT|}*R`dH{ayZnr=@_u=y5+pGe;KafZ4BV9>-3t
z$Db=n%3;oj_%aBZ)sh)7Bp05hc|-Rg>rKL8cj{2THFOpjuYu+Y!BUVQHGPY9G@I*}
z&+AM#=nCSZY(cS0VQ<@Q;fDtAE+R{Nt`8W;1-<9Lf_6J;+7@iG=yHgM*NYS(Dm%_9
zg}aj0JJ0E=4n4yh=PTM}4ar7vS~|xhCe?cAk}hw~KXq6hQ%}HwY`|9}^qcLD?7VJ>
za9nNM8;I6&4KUJ-9mby(tb-mg;sNmtTnGW&5jD6G+FOqA(}MUJ5JzvY5U1gF8N8-`
zvJbo$z$s5*W0{UZCM*mobxro`HoH5q(qTUn?890PHyy=G6dBHP&b)dWCWYm~Y*804
z?afZtdvrzpVfU7??*-hkN&$G|rgH>>vyY;w*TGAG%h~<1$s29o!Otk<ZF%2LG7%{0
z@e0RjYr7u`+Z=-?sZmL4P{s@4mh$p-b|XffD_7MB<9K#M%ZLW@#w|+x`~Kn*Is{wE
zTTw3p@wlK6<lr6_nhR!8jqdgVJJ&87fvmPxdVCEJ*CrnCL)>5UQ=+)(Ox4Uce7PQ?
z)J?*?uoP#1{Iam3gnqrUimCq<MyL`Uqy76H3zQw}4{v6~W-@ct=I#FLvayrHe{dms
z-Fy=lWuJ?xH7fXEr#soDf%wM4Tzs7%a~{(W-MIeTooi1gi;gR8#g?qTzRUo&K%+(D
zD)ba!ornufKQO)~gOM5UqA;cb9~z5sKUm^fPHz7ns`544OoIC5`kCtL%aWh{v7s)a
z-L~_4S~JpWY$;1j>{*+s$3>yTN7n=j4ksw&B(TGs<D0T?p9+uF(6C<|t`^;epq4q;
zN4$Ek#cyodi;p%la4{F9{A9u$8VDL(OPlLGWZ|fe#spS(*&Akp$6>#b)b9bU7u#24
zs(uJZU*P$EhR&{WMXA^z%s@zLJ=(Q$Q@+{I5(i0j+>3h64}Q&|`F>N!dlf9&4T<wR
z+B^APXNB4{?QOGMJv1KX_x97mw?vdUiT>^O^d<h4I$Wuz*(kP%Pk|S?T+4#LZQHF^
zq|8O`Er<Qm0gWozBXsr$7PgWwXm4jg1z!@^i*Ov?PcD>69_R!(CVn|z8hG8ny%5rm
zaMWOTCN?V1SnV*ikQFW@c2B5ZQoSC|)lNNtOH>)2+iSt1<lJ_@&J&>~HWg)agOVs$
z3KbFEtaq)Z2Yr5M1Aa_Y!Xt%QLSX`37AScyM>d#>L+V>0P!qj~lg-L(TXl!Kr5UOY
z5uuQ!wAZ!Knz``HZB+T5Gc7deX@<H^E_m){VuP6dYC3^}WY3c7fG?1^r`#_$%<lH&
z0m_%AC%)5W#m)=NM)kDqKG?t>C`(>e{>rz<IaEVpl{N2uUmrS$Uqa^!>J=(bHyVdM
z9wK63vLBh^KxhNe6L1zO0!|>Z{Ln%XIv>|M2&#UAEm28$CMSRLl}9f8g8PCe9g^!v
zhQ0a1xe}X|6p+gtkSTxemA1-CZ&_LJ7F^Tw6g=0))Tykluw1%D)bvDahw<X|u?Hls
z&<gQvUF}mTWgrG3%rql+Nf|ySz~-HfM)X3Vau9dqj<$}fBtk!`6Dr(Mk-Za|1K!)^
z5gw0N=FBGV_`oYa&hUL?E&=djEd%g@R(%SlYH92vIruqb<>y~K3nAA~c&i5*uVDPD
zYE0o;yxpwDN#RA99_b;;<mPNzba9RVQzoelJtxwella;$qlGd25*)f(D~0<-U5}{i
zrx7b>TGuGet`Ww_4bvC~vMbg_-n5`&AO)b;pV-v?I2!DbIpvU^r=sXqp$=;NXvkgj
z`F=N%SckB0>=r=+*Pv^mZ*cRJAxDdn)@4_`lPZQ^%Zj^Jjy_v9It6h-Re@WQk3<Lh
zq8Drsr~s*W>jC`aWcSV!<CH%#t0CL|<||1MKQfUY<IWL7<+MO?6~@<q3p~l+aQt>6
zI)D#Lo8JB$Khw_1*_MK1`crhNDY~lmZt4ypkLmfcxSAK<H_fk0eN&uTZP18~$OQ|J
zh8z_D#o2OcvDNwW+uyXX<UpO__S|3rJ|y+l&Ub5UxHT<Ua;T5up$^HwXFBgz>bUN!
zXK+L-gVW!1Fj=1X72KR4!Ush)h~&tf@Eu>=CG2q;W&9gFru79iTT9LOKxb^&l%4S0
zVvMl^uS{PtCBja7^3VVru3LuHc9(h2Lwio@e7SYJ+=z@e-D+*?S7ypz!2u{iX3M=h
zbdE@AB8plSIRM!ZcKV$%7mQ6}ZP(y#LzaD^FUGNg>$q?j`r{xK0jrsCq~cw7cflj6
z!G?ZGvdu0hTL_Qu>%Urx*)+{$2|G`WM8@4QMwq2Gun7+yFAb%X(HuTiQkLQSF7zFl
zF_Fg9s<q56$Ah>8ifL;|!`-ch(Bk7LK4eeE*nO6iuQ(81_tAM566>9em@zGvChaBZ
zNqF)+9^x!uRnAWmV+{tcY!HwFIf`B{EjPs)jv}`4d{EM-XD-36*6}6F2K`PR)I}-e
z!6#5CG=peSAYD!j5Eh}ew|7Gb;04+$L|YkaGDq<7tQrTM*&~#Y4tW=vJqrGS#6ID7
zr+@i4NwWwl!O{oUlT3@zg(n<-`KsM{-a2i3f&6nIJ7j6lAQ@su{B=g8p$$JTD6#FT
zej~ORXUFR?hZP^5_LBx=A}DB+O&14q4(mStaG>&w%LLMCn+`&UdwL~QL_RIv>J*a|
zv7~ZCxzX00d)D)js7g>UU-0|W7L`1g6)Z8<q=xAbZe_#3OOylxxL)zYa7rep&`Qyi
z8S_DrFdSUHT*@IlBoq`Tk|p6~t^ti*R&LE=MS-lxF;;nT0Jcaty$sh^Vq8G>TzD{)
zO>-wu5ncG1&*z~$b+8wt5#D<Ca;2~aTJjrB3SnPQ+Jr)Hi_5hp?GcgAx5IrU;#Mzs
z8n7ql0qtLv=Y1HT^jSYe*<I!qRxuIS&o1$)3M<Zu-yRS4012?{y`{<LH!m?(%<ab;
zGHJ2$1bCiOTN18vMc;H2&UERp4p;CVF1Dk&H20J!cu*<gaN@#(>2YZ1#7K*IG7OKA
zK)4A+faGmiLe~#@#d!}=ovDb_D@V1^O*!roSrWO{>+RiOis|pEoWgTpb!r#hojKJX
z+LAhLCQDc4ac$xKPq{`{l=6=b&4<9*R-QNmd>5?)mtehz2fDZO9}ruEAr(=;*d%jB
zwm7^MlRb-|cQ3mBJH1GcLw~nQFU97Yb_ec`LlHT^&+ASG7BD2ksRQ54+zFYhJZenp
zk!J>otj+z>?ctlGYmO=U&y+3*_0aJjbNwHCc@6pZn;-YF&ZB0gP@u+L3Csm-g-JM8
zu7^9(OOZscY6(4epx9O74&ip__r?P}Xm4FPpp%+1s*j!aKJh3Md+U$R74=U1g!+{y
z<ChU=C3-mfi2JR{!SEdmlsceG+%BnJcAhB>AuF?QLFyiATZAh5;$@mhuv5fT-`p+}
zSYK21X#$F~NeB;~*AEQbn7ln8YIp4oro#S%y>}T3@6dLs(=XfGcUV<C%}hlE!*bI-
z+adNf)W&?>`cBlg;PT!@g3mkfCOns<G9;O0y&>b8`?0w?1$~%c=npr5D3;g@$lDFB
zYxOjJWRsb=+IvB(Vc}-;FMhl=OpA!7mwB4kcJC<E4r3sC7-}c0A9291l$g(1rlU<G
z2RmE*3NOuft;5L(8b_Hd3&A3(n^zcUP=Ic@D^-ivqR)<1E}-}$*JHoJ_0RHwP3w(k
zn@*re-<hfo8b5gG+2~jz*Y~u*cU(<RiiRs2eWcgEkpnv)+txNCQBX)omkW2y*+-A6
zEb%~l^d68a^<ZV)@I%<c_y=(Rl<}E~DNL~J3B@QFd|lIQpZzx;P11!zICR#OYW~)*
z<&>P$x)4v9mn+dHh=Ph2ywjow%9G6~Z<~p!11|l;_(xq}pp2({xx9<rlCguV#0EJ;
zG&ANuw&&)<yQtl>a(^yGvB)U|+rnWog7bqMtx9e*kkxN%As-DI+8uTZbIhekX@;(^
zYIm@=A=X~Nx%$(1BiQ2Ix69ZbW5eyy`jkv^KdSB&Z5`^eB8Nc5rnHWD9zzh1MLkye
zcRUQPCH_3|7fJ1(#Hz6rPk7+_WP0e*l-6L<^HIblO#`JXgm+7>_bC?yakR5H+h~c?
zp;4{P5?Ez_WYYG4`A&E*zqS#<PX8_{<Zn3`LPvMS!nDPpneP7NyYSljxPu7cjxNqA
zB_>a+i8%TF6722#Cms_tbgKLJ@R;KZFI2kA$AiYgCQ|&zD>XilU_*R>{rt-#T<3-y
zr8J^eU17eO_ZO~BxiTAq(b3DuT+bDt(3Bczj_|tBdXb%eAd9t&DU(P?YHsP|la9x-
zg|IB-Bw}>Azf7R}J-SIZ6x}lVBXx(&Aog%$JuUE<-)Yz9x0o?Kik{ZfZm+0jJJ3ix
zT<9G&1JhJog)f6bGr#?}SfJ<&i}RR%%FAtig7=DO=ZxDW)8bkip8p4K*HPj@^SZR^
z^_YQOiR8oq!ksS)#1ZFWMz#U-bn~M3TR#@-fRG2BMOxv(zh?B0heir{A`z$_L~ztO
zfuqPxYS3j66?Jirn#Nq>I;$?-p&zHo#uX?^&_F~BRtA$uZ}FRH<SbF;F?BwDeWDt-
zzVTnnqso#Ih#}7K6Rh2~f30X$Adw@`Z6Iiqw7L|=i*UBGKE_K+aU9={&v^8V){fi6
z8jVHdcsM{jp+!tHLiv)rrWuVdy9Gk0&Ch($giABbths9h((LxDyrNoN-5h>^GZ8G3
z%K3$qo}X}b>Mq)g9~G{D@69ZLngRRs+Lk70!22|MzSuPC5zqLzjLh5u{N3RtZj8lk
z`1TD@eMExO{)RJL!VN8K9ghbSgC{YZ6noQ$90qh}#YwbVLv^#?!#g{2bg6LUnu|%E
zUVrgxT?VGS5ZO5nm~WI8F{;(4lDI>y>57m>+Ja+;0LbgpUwQuTU%v}5y--LQvXeOU
zdK>xyavYl3(5ed7l)l~}Bq-~5WyO@zjSvqdP`IJZ5wkQTmvZE0IOyCb`TqC;MG8ed
zR287E_1Z1%IdPbP3{4MxT^Hbn9t{8YYT8D5it5Apa`Dzg%0_@z{k^0cBBlDNffeP5
zK$&Sst&CX8eDD(if2k+7HVid)P{{2}%c<uGz_mP3{u%5>KQtFdXm{T+?_r(-!JeD`
z#yiWc4x6^Rvl<F<Wph)n8}^otQPj^OZG`B@-efa#a|#B-d4ZL|o4H_Hk02=q$2R#7
z*A)7;A74`n@ELU<Y>9_)i1U$H)G6M?fknxO@zO!vObm3(-5wVk{rJv2fpnVU)ZpTm
zVqF1Cqh|UQDDDaHpmb;bT(gOraw1vJZr|fy7ZMJP{6M+sza;YUDJ+W>h+nwn(bA|Z
zOqY2Xvn%ilTT{c(u%3yZg>Z%KZ(k@>udj3QIFeVqF|2o&fH|o$va`NVkrTQqzD>Sv
z3*glbo7H0WX38|1H?BBO-SPPhh~V0UrvBdZWStlqTPNZOmyW1-anV-${1f91W}96&
zBkq#mn21-~6+{R02@o<Xynl)2_?wlqKHPL4<e+n&?)pAQJgUWIX<c&x>I==%4$x-v
zLge8`NUi=V5h}_2yuFEd9^JAlas<t3a{&5Y(=FCXN-QoTxE1I>y;O7lo}cH-YyF+J
zm&w1IJcGm3Ll2P|JIzPR*pmw9J8&o@>3cX3w8ip_SBi}vMRl)=T>GdyjyRr<>z`~E
zE|aUtO3{Htjehl@!H;5+XuG{kE-@;GNJD(aO~+zifiU)6T-z%XiY!PezY9yk6j92e
zJtht^dcEz-te4qVX0m%s%o=adOu7Z^MD~mO^_Av|oh+!zvFzm~1eJjab41WE^tn0y
zxSZ`qnt4HtdwFAWA8nw<F<(5$_4sRVos#3PwM!QB1Kjd?hn&}r;gE%kEuD;8L#`xY
zhA|%-ZoKrR$`1k;dX)f?Y`vFz#9Z=y4^f&qh7I+ak^53)r7gMGY{VSbQa@>DdIH*9
z^Ss1O>ayqX{?l3t@?Pe$^J`m~Wz8kH;Q9$&NMJ*;ZhaPf!H$5*$YqTu&G8xJDR?wA
zo}^w|=|M`yRAg)ZnjT3Bekw%6&Qiovizno)!y>&|aSfb-5%Y%^XJWRdRL6JyuTjQ!
ztS!i3-8XkE(aBo60!5_`KU>cS=ynIY636*`F2z>T=Qu*6KZv=<mlYLt7^V<p4Hv0A
zBm<VH&vLp`;E*_nT0c7qc?6<spnA2YC2zb|6cywUzRlW4p9|cmd0p>hCg^3KRjFxE
zCtO%i714!!0Aj1r{v4^G3%xH!hil5@SGv4eEm=sXOnf~bY+G@x7oHTZCmcQfKo1RI
zFhKU>Os`oT5kIr!PGL#M#|-CwJz^=cg?Z(0N6i`kX3PRlg+pI5IBUS|Mr<)YamMbV
zihR^Ej516!(7`k?4j3D8R??cS#+!m$<iZ@o-Tks!bj>h5b>v+n8*Q@6Q?l(z`vKzD
z(8#DDDMvEV$VFsKqhs~MJ<#%@Ay7Yd>Ok?90Xt6dYQ`93>2CoG1G|Lw!mqn!GapT0
ze+_?OgC9Q<<?cu|!=bQK!J@G{RG(6}6P66SYyG(Id6ln_5aKrQBi^`@$6im~ZOL^g
zIvO`qf;7M;1_U&w<yzx-uCp(LKfT~wg_uu}2VoA!+r$pyy5@Ysdg(K%=}etw<Ht{K
zPz%e0%Z~74w-mr%{!Y-hr`EVxSqL4YKP$C)R$D0=t`e$D@9{>I2zuHAbBpknkl0}u
zi&&fY!0bBpK<OR&fIt2%ys*zcv;+E(HuQiN&$C$67Py<;VjX_@$nVSPfY)|<d5UXB
z;QO_pv27;EM*^$qIG68|y=#GxTWnLxl0B+7FM8nF2NiS8=FGbY{%3uBirzuNynSU!
z0*WIpF6pk(bM?sz8S9X~S<Z~9*kTw^I(ai_0&z0O*g?67L_5LCdx&%{;eGb0_dx?b
z>f7QS!K6`4;!%5-Y>EsS+@=I&`^m<))yRj!&R{USedJ{A@?Oc{)ge$#%=1(N%96?|
z^K%MF;&3=B+*!9;yNxlLK*Fl)e?V3mPTw&60LF`)v;6x}fW{WNhchXN@vsBT3&VBj
z@Rv3k<T-R1_rE)Tv-M!{voY7tqkR&{yn^b;8(ay<dK^@D5`zHwHjRQ<c2QamxW$+;
z5w`HCXKMi_$TK+;2&tCqz!Y;A?zaz_`S^4Rb<C_1Ra;c-qgPej*yL7OZv4Q5HdQ`i
zB>sW4>|Ko1%M^gVgXPVY7)xhr!&kF0Ud&l)W&Gi0eMJlKaX7G<P+WP5@)07NpX**i
z&Li~)&o#q6ip<)LXh{H1a_N>>IP(y7$Pw&}pAp}qL*!zl8A50s!{yXukSN;Av^i_-
z%zl5ZWA#}re3B6lL~?5oQAoJsjG=CnjGpynQut9^>?V9<QX$!%j~H#@TCSn5vAh+@
zUYS!TbAJQ1A~$>ip0z<CMKpMU)D4$ZhvVgKMJn0OFJresY?AX<X|502Who6mj?Q=E
z%LV%+_HaW9MKC;!%LS!2nQc+5^aEr=4kd|Kh$=Cbi>DP<JGEE+WxX%6=k?bsfIn$J
z{%LY2WKqd)>ph6UhF&)z#!fShnbfdLP?-&&Vj1P{h)z6obSqf@imcPTkKz?F*4%s>
zhD^LGibM5IB`;iLxR>um?~t0Uam=&j#~1|<5>#iP-`eC+mf~Ayr)Jy^?9|RjN$daF
z5EjxwPJjj3k)71-x$fv|V+hkOEH}K61p2q6%Fl73Qd=oVqla1%6c69}dhI`Nonz9=
zqQ!<&%oR*%%ejtFyv`@kD~?6r0)o@HBlN9{03o<z8?V&Braaa=+5||^qNC2&;;#=h
zF`X<%4-4HtvmHymx<rLykE}+&Bq;4ZcmRhMP<0AM9!-d^H*QE^h<5oQE%~=22}s)(
z+b4@Gq=bxOQbcXsGr3S6k@Q(`y=zINi#jHDKhjx`;OjTAoel~tuG^$rW#O8pAMRe|
z$?yJ)AkVh&UJxv?SyqxA#8Z}T$uxxmGFt|KOUEc@AB;d<5zbcFh?NucB&Q*Pet=fZ
zus6bm=qH$;uln^ILgq>1al+5|GR;|-66GaYyhK!;)V3k>iVY8851;oNh^2|km))U@
z_b#@4DA7Rp7a1ccin%K4)CwF0S3kE**O?G;=|h*H{}B*a{cIf(CL5%Nzw+&e?vnlV
zcDdowvA4|H{S06lM@rvQRBfN#;irlTpnibajmlmni+BEM?uHh6cKSs&6{9Ag>0zi-
z6y9Wv$!4iDKlS-MK6z}t`^D4#iZXn5XaY?_Iw=xGCg#c)E;pxHwAxhc+Hx?9c*Olc
zMAiCZ?eYZ`KraTlKL|g#V2`e%*-FM&O-v&WWTgd1Biz~^+%z6w4l2faE!6Q;YKAwK
zs2E2Ki>}Zbm4ov(MnvoKbmO1Ch%s3?w~h?K#RM-TE&zEP3r1hq8`umqcb_w93{~^X
zjRY^nI#_!$LJIqIwu$y|-4pZO9or^kDca4AGkP$*=+`Rtc!WxG*n93tfZS^QY1ii=
zaaBTs7`&`@U2X1u;6<7}L6y%{nL0P(SQ0T2Wp)fB&Q(Ge8>HOlmxf)hq^+MurWJMc
zt(sF&J|BLP=ynog)shsdG`W`FC<+g~w?~AQ{HZly#e;M%=wf?#OT-+f4Rb>+-Td2o
z+P(w0oAjVPX5<A6DVWj!0OK=y)rD^l^ljRU<(IMwI^?OY``%X|xOI+WIkiqr>=qjg
zX3<JEiXx24G_8grpo{jW@q1Oseso)vy3F*^3Aa|+?vh$K5T^cwL75zYEb%pK_VJSf
zd&>_pZ%SwmNtT}nGCCu#cS-6?qLdP!8?RkW7-ilycqare_}SyZmpbH9b$Q;xJAdaj
zR<UruMN(N8>{eWQa+c0ncye7dlMfs4-9qZ*SFq@U>aXaN9)bc!SBajMN?1P_O82aa
zSYx9(L+CQ&f85JWgE&lA*vx!?DT<kr76QRaCOWNR5kY=)<dR}r&cxWU!EB7Z7@F+9
zmbgoe`bI-xoM=(>B&7^5z~ucj*J?cRW-ao&>Q{!+d>w4q&4Hs_rMq--!UuX#9nDP@
zk~UkT^88)24w-6M;+C(Rc)F<mbM*2$T~Tvru}=<h?vedM*R=}f;2=v6lo?lo87KMP
zdOJx$05xLdYBQz}wbug1pT^!oqhm75e+do#5rWYY{1F47Kf{+2|9`{)o}d4S0X#K=
z#r{WB`d?yzf0ABrF;C;Nx<`i}c3yTxTu#$E@^`9Qe;)IXya5xm6!MQj)Eialzq5ax
z)^L>Vt@sgVBEmHjmvwa9%@X^@%ACD9*dMX>F+P-D=hxgXK6k|o+CQR2yc*wp-(rZW
zQ@W=w`l*xh0iFLPW&F#eON@v=tdQdo6(J!ZJ<vk*7X6&1vB>zM(~}*&5}&~y%+;hS
z9?N^mkk1YB{-%aCw<Nq)t-2-Hg(A#u`E=g2GdwOL9}n@#$TvZ6si=J3REN=z8(4>X
zFh&bO@qKr^_@k+nMH<%^w}kk=Ul+kY4%^~THZ?W1pzSU-GG-GZ*l07p91jq|QnTn%
zb8L)Fw}bzxitm&{x5>rp_bP{-w5nGO`wco*uvxx6ZX$wJFcNGj&Ck^BkhprS7xc9z
zvSh+?Df)KNr>@TgOh5<KW$Csm?CZ7NeP=wg6(QpUJ;0EN^yMkP0$o3!*u*>0U~69(
z8(W_3yjO4N`S3YNu2XPai?rciI*`A<iE1l!8HtG+oRL;#ro;8F7$tpg4uxw?&Px}r
zFJa@w$2_ETDoG)o`9>@k7@We1`gIz%ymW7lZGbGfd;k9T92^w4prZZseTkByu0-{q
zP&Bx<GLm1Hab~w+R!y6C*+Y|TJXa`(+K=<;bVk;mtG0%S?*5ld<7L7*wmFVu;cHf3
zDLu$39?44-R{du5v8{^xD0j!Cm42Zmx{A<;c||iX`yL<0b3j0FvNG$VE&l)B_#bt1
z9_q^8sRm6_<GNe8JoD+MY(k+@I@pXaK-V#FfXwmBuB#gV4?8zqyX7cMLm&Gczj`G5
zz8~S^gM0hJ`{+S~JIexcYcczi2&hm4$kT$}^yoe^k;bIp8)@J@LXG!BHphb;6$DPz
z0bS{SLuGA;JqarQKj2woWWW)8kmgGae`2U=h$yqs1u!A}qU56h{;zkf3++PmpS89Z
zdR`M178XW9-y79PP*mTU3vU6PK>n>py!1c|x!kiaI`*0F+ACtyC_M#pDk_L#S^OC1
z=0rnWV})8>%xhfzr8GMvqrgDDw%61W7AEH{OlxY3As`g8GP4PKWRwn&?-N3KovMBv
z`qfCt++FGd-YC$cnRuJEtwI6YaY}ld8|z+^Kin?;iP5c*fXn#*RrrYh(f?5RIyJZ2
z+uM8ZvY$T27bw&lwc&yTgk-Chs*_%wPc7$=YiAX8h<_%SxfuI08}eY+d21X6d|tJb
zu2kMTi=ZsQ3^vfeH{gT0vSdqh%+Cp0oYm&w(z8wF8sRIH9;A*GzL9lgOzFA*88<$#
zG^ievnK%yymoZ}uNzGmTP0f7o6uq{(GKGHO=e&&c4I$qcZvW6%3`Nf3M8@2wQaA~d
z|JU#`wLf9G!dk>^ud#GQP_o~3u~Qof6sHHt_Il?6h2N$tEYQ{P2q#d1BMn*AW=RlU
zOW=vbnAj`ZajCnnlkpS*MWvH>G|>yF&1rk83V-FEzIjj|3fL{IpRl_RvvmIn`zm4Y
z_i5SW)o!>{IoRkwQz8E?PGkKePODgc^MAZ&!-3JKUqj~J(2s-3jJ`DuSK@U3?U;z$
zeNQ;(IP}K+k0kg1hR6kwKb`WENfJr${~cqh2L61XrhyiuQo8?rfer2-%}xuVRFB~Q
zh<^X?6U^cN1Yz?sVAb(oIPqWh|8@PpOz2Y=>@uxgvXX9ZraoTwYR05z7r|BjmvGFt
zKJ-ujuG2@`5XVXajw2RNJ;Z3V@7PAV)tW=(>Xd42>$Zq@slidCD=MQ~>PwUn#nIQF
zbi8=Djx5c(v-VG?69o3gvegDBNg3`@@Zy3;X1xoZZyiaL?3-D9*CwroH1veK=c?be
zqF&612E@Z<phynLoyEc2my6C22Tm#=ak(b`rE|0W;|%B`K(fp|3rHm+z!JAl!EgTa
z2(vle0wx;ELY}vwj+nbCVsv)mD)Tu~!YhYzGi|+As-p;p*cz(2TgNg{XNSJeUY>Om
zG&kan>T8w>&FRc&SrMV|9tgM>vNQRTkXiZRQ25@PKk`g!YA@pvVlIc$I@fGg-ZdYh
zFYd%16HLa<IcuU>zalR0_V?UMRiAX+7P`5{RVu%%iW;nZO2P(Mr4v47cI}qM212+?
zO?uVYx!K`+;{`+6x(IWiR-`D->%&}s0AO*U3g=MHB0I|VFsJi^rTtHtbzGO&i{dP)
z!d{MP<s}(T&Xs?C$uhTpJaGWhIdw&$_F+RhDF%;WqOKo*aC~cst(Y@4F~k$Tmb5OS
zvioJo_f8MYn1B9R;Y-Ycr2Ijh(KSB-Rtt54O53l{!18t)GF7_YoV2XJCaL#h&J%0t
zA=@JCK<G>07^atAD-+4km$9&5%ZWC=t*r3w(Si=%tZga`zFae<_3yLYQ*@6aQhg7w
zN%Guy-ZmemBC%6IczC;ezsz-+H%+ttUXBizby%mm+xF$4_2LN#RGH>1RA3|Fk$|2Z
zuH!R3yPZqX-TTs3ZBavrkHvp3&0xFQmV=86S>#r?US~{lXEQ_(7sJUu@Asltd7#NQ
z4xg0X`(}&fg}_`2#jT2sB(dpAas~U%LKS0zd5O_xcf1QW@vDz&)2az0k63#E|8H7|
zd|_u{B_;Ug71g-tvwtlL)$e~`vOF`1G}UH4vyFRXNFQumK5yD03)FvZ(><Oh{q+UM
zy(-J5E!xm26+2HRb__`bP_zqs&m;|%)}J$p9tV<Uu=#<jecHyPPK}enxyLvx^@M#@
zD0aa020f;rEIeg7Sf9Svi`@vg1Z(L;2UyBm6-~~t^mL(xbfwsKN{Z8`{O7jgU$bFO
ziMsdO7Mwx^pTqGN`TXT&#2*wWOqhLL^x>n&J`TKvtj{FN!6F?>2mma_u~q6kG+(^B
z$(UJo^DUEa@Ro1W^gbPZti{LviFbW>VJ9~`J3BETIHiMLcNtFF*6+~2MEvw&Ez?Dh
zYhaCXFfy;#P&ytviVIJ#3<0mFz$}4nl}wKtcHVbTr?-=j1|klk=eaLZ2e7&G8UOw2
zy1I{|v3;y!$qBgOwYAataM>WJ4y#l6l2!Pnb1)DXMebR5#V6|JWG-0LUCof^b{4MV
zatV0wJ{Uh+b`|L+pLoA}xbVL#_b-|gc3eq0fM(L07*I|$<35Bj8TX>0V9T`j%-w=!
z_0pQ<a3G~@BDw9CPu*ZE<Y^3)y<YTTnQo#-(Vj;|0Ywq{hFehq)SUq789hZ?@teYu
z4p4SPJNQh<yPm;6oZTzi?~Io3Lp?_w*uX|fKiMGQCK=;*kFofJzAr;qTvL}%K-p1A
z{VpW)m}vpv9OY!1E){Nl;F{OTfAF9DikP$_y22Xsj>PMlpjPo;`87KP2<I<D?@A0%
z_JYqwa2Xa9P{BRW%?wiCOl!hjbp<&-%ey^Kc^V0!iQq+2!|=G={$R({ygK2-q*YP5
zy`>r%3Un6kZk}3p20@wSYy{*<&zV%|23RbVDiyKIQYlW(Ov`;uTB)?RGiI%bgezxO
zJ9XL--Qwcw<`vsBky=`byZI&V9w8i0b;Xe}$zpvv3d4={AgQ}pJB8IfoII;Ma#Ig6
zp8n2{d|g*MKsyi`KGoOd%m<_KvEO9Hucg7n-v<rg#P$|3Jv2<n*4hmWjI$rpjwaLF
z@0WJkmI~VZs?&kKuKsp9UGsqR_m_>e_mPUOPm&;9^0PZ}G%xh4_Utd1tWJKACdH6z
zz@kVXb_*o^oG}W<U@LKjs^jp={Cj1v6T9XZ-^h-8&99las&gD*#7)xS!Mp96r3^`?
zb&Jaz30)u0p44V<o~Kq=KJVsrsWg493<ckI_G9prnq%U(05q?o-xZYRB3pzcR+0pG
z$usRH)$dOHk#m!P>QGq}7UxRgfr*(_IhreFh_f>;I~CRCdzl^L6WGRcnKf^sTa`W?
z+jSQhZVC@`X+TXQPgI@IA`V1tI_rfkOc8OLy`f9;BDGYnL52x)41!{Db50{AWowIZ
z`eprZcYbz~TX>n@-+lw+VZ^Ml$Rb&^6;kkZ*x4+m9a*vo0^?kUqZSg#tvP+TV=D(T
z5F`ik8|X6ckc>Z{Sn4SspvAiux4=J@>@CRT#0WNEo&9jU71M<NNOd#oGWK=7vHlyC
zS1rI90t{9h1viZwi&{O({hE@l6eWnSW;G5&c~NmTzT4bmj^l+l&!)K?$|^pzMLm|!
zl|W=MrnRI;E%I$c^TlU97}CEf$@0IDI>%y4Q!^2=5i%4JFj3RDFzn3{OmZT?v!|=2
zB;dXxZ`mqRACrWdvtF%xMQD%cibne(icI+#!lI#dUA9I%)WN%-mC3;yZuO4FY)qrW
z1+kLs+lKy(yt*=Q$T;SF`20LP#i^I6zR`@-9U621F~GT|g7Rp}W5I41gnbp@aNc<^
zT76c#Y6wH4Ddo9Wl~CXS8__kNa@YX4x~8=hnfK({{&imy2(c0?@_se<rLQE;!U=70
zgD*FZ*>Z)qa>WJ{rDfW?^W1!eoMW7)kn@cJ<i+7dh?21gu&u8uK`ao;Ra&J6%sr1%
zZv0{g&bGFp2@a()`;&zlWL_zjxj`i83$O4v?0I@ZP^c->ilhjPq$ystV3}thW+UO2
zho+U4p_QHsH>$v3Z$ALXEY2lfdC@=Lx~bjpKtxxhH13)4I#Br3_N45$461+95bCk~
zZ&OA`L!+6fg>0hTSj&H9Q_47?3$bwwazAt(>nmrLb>xII`r?R7>)f_)`UjT|{q;@`
zzsqHCns|GF2Mylms7I);)Ps)NAkO&#y0wKZNg>c6Q{1l5zf>Oa0wm;r^r5;+(LUWp
zKHZIk&EKc4V;%J99y4BYEp{>l4=p<SLOa{GR~*_@HsNm?$rgsP7hdk6KoVXuHS_Z^
z2K}O@gz~lg*|!oM8v|Hmi=N`x;(PeIueHf-rtG}QnAL>ew{^WrK9Oe|f2{lPx#52I
zJ@<Ank>CZ29;k+Ss@$;I+UZd2iaiUXFr3Q8WaD~u$o-pzJsCoKzXlM?;;KEM#+g=n
z%oQ?GRAq}k*=~989N6oMz>Vqp5kGk4e2IwUXS5%Iop1T4H79-${_2VCp^L~5*5d8?
z)8SDbwW)BT3F`cM^u77~<&K5h{;ya|#0?#Gm~ESdA&{U__N)v1GMWKHqxar6e5e#j
zAsH!Apu3-GlSH@1JP(6K1W+wW^9||}8X8pUas{Rv#wSiv{Cwwfg^*Fq=<@(w_v%xG
zFigEEdin8oV(ml_Z4uA%&*-p(|EY?QasIA~G?g_B4RHQDtM*Nc`ZQo?(HaH4dJCDT
z^rOgZ)P*aA-S@Y?`eb*ux(#WK?fh|uJCPsu*$pRrsGc$QSGLrkSsPhFW3<pU_F(vI
z^*Po&<#4Q8N8LNo(awmFujp%{$KUzBkqQ{M4`(+{+nssPgp}3csUD`YF{^Hc{vKAR
z4({f*paVqKD)fQ{YWNejDG?)+!UMN3OsZ7LS&u&=VB3q_Bed~44!BWQ)mJuq89c_9
zL^jM9G}uBI1bc-<GBI6mZTvLpqO`-|z;Y^r_POktBifLp3l{9iwSxygr8`MXvbq*i
z81GN?z_bIz=+xhN?RQYlR<Pr~)Ooa?2U>@OTyf?D!oX?Xr%ea0sq}GH;6w~f`IJ89
zF-OxLHG_+kZNsUS^Xp1Q+qcXgXJc59^!^L_V%`r)-p?zY?#4PNn|*z{->-yTUObKb
z1*3X%7mg!vm%KF}=v&)w3A=Beq*&^F2~oU<CN==7^K6R?csQ2~<J1EX<Z~ln^qZHJ
zc(GT(>2u~ME+RaDK=TT-mCQ@6Ncl{ra?>U6!F6Ro+J>w)k*pHJ#79Z#`+nq7Fa^EP
zt*<)6k1y4O4f||1O;?mlpGu=VW1}PYgJD1Kx1BwDysKcW@BaMp7+JYk)m*L=KEiTm
zxkC>$8#fgBVp|3yDcX)rLSPJJ;*?d2g$$`4?~OzdczF}`p>Bzq=b?)LD=TH1OmY4A
z_@Tfd_g&-;V$oW$m9VuSErD!<EQcAtuBL3sLxRAv+LF${@_|wq5Y9`3zw&|763cc+
zzE8c>FQRDvN@hnsGQ{^+65=?0HAXC_V2H#n(M;IuAcct7OaA-ZSZdDw%|AriSRlL$
zq|Lv)w6VFt3LLJoprmx?D1`RNoJt2B1&r(Xhj9q;hg_Nowj~J`y?+eE)M&$@>|yMg
zGblf(P&}q4=!DE=o=e@C&66Xs(T!0IYcdQwl`UC{+e<3;f(psJT^^k!dMXSd!6lFY
zTfkM`Mt@W07I(T{wog|KQ`<!EHu4(HkyyX-CU?#|HsgZ6Z!J&`@C8yFK)t`c$7;5%
z5MJ@#uJ*Y^`@MbS2eo`v27Z7*-s?S)jTJs2!T?d_+LZuy_Eab_eN~jtP_`oABRuoa
z7Du;qTV;+uY{<(H+{-0|_X^iL0v@*}u}}Jsz9rp3ff)uKhy8j&JUON>B{Dh^XCSeI
zB&<B2;H3I=rrrYCq&5z%W&*nWM#;$C0H6U;;x4RFoGixsaObhT9?2qZY?O+8F6<_j
z`v*AFf_*TI1XI>I_V;Q_6@>gfPX8{I(80Nb15ST7Lzg8vy+*i=sYw}M*zC1Y9MoaO
zqPOv{0_pprR1Z~ymzjINqP#}Lf9Bobn&znxlJ(qZdd_6B?u-4Bb5X#2jZO;|ds#g^
zVE52IZpwyTp!eiyuSwev$ve<Q=UO3Gb%I0SbA7<Qw;Zfq6a8`WUXcs#_KJ)~8Oltq
z4W#Bo8Q_9>yM7v%rT7ALPqa?j{SLj+W8(!*ni}4)23JWPedS-IhYcKIl_p+K#e?7`
zx|v(yF>Uat$nSn3vGlyJX3~{E_iGEhug3=f-qLQ{2N$K-Xu095cJ&6Z{~{e!N1<J6
zV4dnT!RPIC^c_2=pf#=NrKP21WMrf{W4*+Jo9!Izslu76HnFAiGkDl_(Py*{mc0Mv
z+wi_h(Oq_~(5>rVe3dpfCHemS>)#{CbA+42REtw~pH&?Z#!&VDU+(7ru=P&il{L@%
z_e`8jY}>Z&iEZ09C${a0IkD|bY}>ZE-#q^QuJ?bm53;jX?_Ra4t3P#j6+MUw576j7
z!I_6Fh>CZ>rUul+az{YOn#N0&yY-*oVbhGD92-rTw&MVvt-PI5isyfBVuJy~tq#hi
zK?~F*)%U83{PlJgNTwhJ)gX$J0j>99IB)<-b~6>nPzaXr94>X;VlCC7vPmhVlk@N{
z4tP3kKMR)ujw6C_S9s1ZFha;AhA^wKr}E`4QZS$|zesJR;$Be3rURaNV;8XnxG%Mc
zm?+;_N=;Jc_l{U|=9l<`D!CAWEObZw7vY}f;`oofsk@qXkc!ueu13j!NQLJQu<$*y
z;KLmfx?O5hnh)iv;;uHk(dl91xisyO|G-7}xR_oGccAuVSogTCJRhbVYd~4;s1<Iv
zfxcRPnR0;g0O~>1$!^TqH+4K71A8W*HWh6|L^=Xt7iC2CE7dpU(xP|d8};}a$~y!f
z2I|cSX_^7_c|#7GO+{7N?Y~)j{x>U}6}O$d8MpazRQbWv6{>X$=cY{lHZV!?s@Jtg
z){aNY)<Ic5`DWVs>B5oh=1bpgtL0cK>bFP<wZ*gB#|EhuOG?_HhdTO-46pg|wD+E_
zscg4uo0+WD7&}+6NuI8t8wYrBL`x&XbqnCb&m(8_JZp<OTqnaqFlrUt91&L%)G|@Q
zp>9MWD)#L=*sy%-S`r?)mKmS01E%2<c9;b?CdaM)dNr^5=4t1;goT@?jpn@ofIS~>
z1E#xi^^1Y<+@FXQ%B8_|z8>CV>yfaj2`zpUbfkVHrJg-tWAim&Fy^jw`tz7m;ZOHW
z6Y&2D%GO5yF?kh3UAsTX2n7$uUsxpc+Rg||31?h_IDcr!k@z1l;-6c_$MV(vvm23&
zCMg|AynU^p`#^bmr;qMixKbyuW`&~3{SEwS#8<l0Tg2w4Twkn_Oec&AKW;&?Pi~H>
zP<L$c+nLf8+8rX!q=<wzFH$v%lSqhw`zEWd<K3X$gD@b&f*(&oYRs^U?l9lEiD$ZJ
z_4R;^GFC<$$rP&dRT8oDfcYruJ?Rx;C;Olvotj<BBmdg#h-Yzd6tzM$YnU5sc&B!*
z9h<K=h|%lgnWCO;SGyu^-TLroW}a+?yNtUWj|0yQ-V6jlEhd5SNmG8lebSUjCb-NE
ze$;|W<>hKtr_a6T7IhL!z7FPJ36QS{y=k|)5WPcwMX(+2p%vV?H)>^pjZlmF%UtGU
zeT0^3M6&6Ex5M=fhF?x~Rr%9Mtoq9rRM|n;t>Xo2U_JW<l-e5$N~wvnyB%!f<qa5|
zma6?Tic<#?3Ccghnj%{YzW`lp7nT`>rrjn_IZ;#n8+6%#f+UX$E!}5BR8+DaR`9sH
zC&mqcWfneUE%SonP-(EgKC?aO@ol@|$*-DQMDmI-@?mRd$5Snhvg3?FRpUV1J3#-~
zg7?I*MTYPuFY6Rg#1b6bLpN!HN%(qyS50}X&ImMQ3*h3|1=`P0B+1GPd(zaB0NeY2
zp_Wmg{V4-<yoargBW<W-xy?Ltq#!Zt@fIt>U@U`(7DHP>{*~*H?=9qW{5<rz=P%Xr
zBi|}k>czqwF~Rz82mQ{Zd;A$=`dw}<=<*`1qS!Mat<VfTfBTUJXvAGFlhzB;430d6
zS)EF(#yRVHIEJbgo%ctaUPQ;%LQ85^q$>VM2e@8u?JoWv6?d8NS1#sp$N2t0mYJEb
z>IKz6^6_H%7^Ixgo=Nid>Gg4lQm?Q@twnyz<NsLT!_sBbkF)#S<G-uPS#fVR{7!PQ
zW7y;N`03eGCd$@FVu54MyPEp4hT8jR2s|Uc+bQmrrmh~Dcq6*~?MG?0T)RD%YYQ>b
z@%AK{b3=W$N8qJN*G?BDJG8PFU%&cPvPX)wQsXcE({^}Q%+HzphFM!yK2s)k=YOE$
z%n=8O=r}$O5Vq9MI2|Pd<IU`)qv_1L`~HE--cCW``}mbOZ_1>BU)8h?%Kwt;C*n8`
znjLGgQV5mQ$hZ1Fd=gS|flFw>$QVrWp5(WE(1|E!<^roVF$pa^?aeLopH8Kt|I5zp
zs0jaAU3k3pYICu%q4GC-nfD8Z_gO*^Y$bcbVrOP!E~u!=*l*0VzF!G2Dix7Na^;s%
zd3c~0@AY!!Z>^b~x8X<Un9n<v@d9J`tlnFoH2e^@ra3Y{CWjq8U*zDZ!(1E;T1caI
zX|pf5%KEvLBgYidLBmm1RzGCMT#6Vo%OQ3<*qPa#U_S{G%!8GMkQw>ix{zCU_gnhx
zBV1E)CSu1*EPIvZ5IqZNwNg0~7R$+9lmLM%S!|1>3=;Mvy#kG*8R^_O`pbbztp1gM
zgKYiF_V2a$00;ff9<`4DlUS28;Jho21YpJ?{^)D2eg1rgHwFR7Ci+gYlV+^m`;9q1
z3cYyLcUhjU>pUT*Zs7dA)15d1kH_je{71%gyRvgQZdTvh$A)x73!ac<A|BpPwaF(3
zvbn`u(6`Otu+4-+TF|ATtMn&Hm>0~fX2NejAJ71zsv10}<wuo&U3B5OFLNo!zSLg1
z{Snz=lIlTJ%2d&|rekYj$Gv@fHyZ@qX*g^OE6<o|KniJhX%_0Noe)W-$n<ilL_;3q
z<&g-LY1L9YnUj#<<kei}tQSR+*H<$PQqJMVdpBwK8&bidpM%TYMp721J1rbH0X8vZ
zuP9$VVMUxHenXoeB-sDUPoQoO4mg|<zl+%}#=zv4_sz!l>K&8Ero(Fb^KxK2L(U9Z
zQr_;K4hBoNMuS1flZWwD^BLcTBSX;9;G{dRIODLC+|-~G2HO0UYW)2}!_}hS7N~Oe
zjPGA}gbvh%|8Hy}i#A0$p}z#?p{%{lV0G~yeK9Cl%y5Gcl9O;hne*37k=B+0pU1Zk
z{5d>%RZGMzDA?{<5!xC<70N;MA9zvTsVwp%!ZTGNH5TLR$6|N;)o+HI?$+fK$&|gj
z`Y~r{2Z=N;m6-;8T&id+t0mlzD_B(>)~83OV=_?B!5bbb#3qN0E;Lww_h{g!#;0ri
zwh)T?S=tD}0poH5<Fi{*QyXS+jQe{zee8XUuxqxD;+}Ex<k)CMdO(}Y1vGS?=GMdy
zZSdRm2jK|^>-I4f<lFDvG6E1E)|;qK`oDP^bu&{6Z9Yu1Q?w~Izn>MnZV#8*t8-|l
z{;2FlmV~T|9aPunEw{k%cO|TBU1Euz0M=nmPr|pJ{WD=23RW1*)Ff^n^Z1g`T9B8^
zzyJfi|2JM?zs4=-AF<V(jQP=}`h0EJ&n(172b}LkAbzGjC76*T&PN@K>+D()mSZjU
zN@;CPrxPqAQmAcH@_k2IJCzn3X8og^ab$_A@w}%a0ZBC#Eln9Y1JpXe*JEKm1A_1T
z_ee1OXMKN4xF!Vzvc|su39x<z{U9sX6B`xz1Tvj}0vYY%KY<Km;GvM_T@SR=U3Q5~
zR$UGr^Gb*X!=U9N)HQadP{U99>J)iLQGp<VBArh@c#U6$!TCvK=u?&USQ_>g*$x(|
zs5DkBJxnvd1(Xia|FBYxGBk;*IR!$vz%=M(+@ZS&L8I$a)8=F*sXvY8w{VJuEm(hT
z@35LuhIiVcBb$C8bV-gjABQb&pdc3J{CHIU?32UK^9gNA4~frWh-~-<gWLlwR?mIg
zE~3x1<Hh6qMIT}=%?}}a1M`QU8OjPsnQ`rHQv}Oj;3m1B?x?DuR;grpZUxF-2~UQW
z&Ujv9UKm<~9Fy<(I<EH=^Ac6@e6Nx+b=c@`X`OnEiHInd-S|XFs@8$t&`;gUVKAGx
zyO3a{o77?KH}Y-51rawjDd$<eMM(2}yL*Es9CbKgy7lFqS*C%~Q*Rih5s&F-?3n$r
z-*z*U&-lc*K8eiUUqoiH;ZGtHzcC@El4xzI<v*b~O@P-kxE|zoET=repg)`!ta>M_
z&x(E2vWMmGlp~WU1UFO+rx%~I$ONibD-sb(UVp0a-jTFDjQ{4D6izx<!q5fDa$<!O
zGGO<q#oobSpiZKZi0@_npDn=$BfJ_doc^LGVKt{`kj#AYHEUQNy<Rpb5(l~x6?86#
z<^2Q?f<V-RI}TWQ^%FEKmb8!sJ2_#U1-juqhtZe$vPz5wjj_~Kpgv)Z597e`rXx{>
zOUMxl48~Jwunzc)b>0R49#a(!IPBGbs0~DkIQe|X_y0p}y!M8EbDu>41q^VO%A<h~
z9PTHSn$m-#-yQh13q!ALH<-<&<4^I<L2MWACYh|RRmhh^KomJf^T(Y82+DmE<l?Xt
z5*L4})Hs`rZqVCElVCEQmL*5}4jr30Gm1{uXO{rKX;P;yhG`L+wI5Ws(@*~C1?C}y
zT)X2l%9y{aAmQ(4BvpA|f3uUIHp9X`qXxWVeYMDT#>a*5$GG5L3|Ll%SbB1b<hPbn
z&7WSfzaY|5Sm3f?)(E8Ct3Qfr{Uki=byRR%q{nkK1R+Cw{qIw<C9WIKkDgGp1hJu`
zp$B5kLxu6cd_mDk-q81DqNYyc#Z#M(;OjOudj`cV#RU*!zeN-d${NohH|NO<p);jJ
zHsa%Gq*fd>emiw##v_cu6j)m@_li`bgH26|CHw}0S@=4`JXxG4l=r-%$izRZXV{=Q
zHrQ#xY*{||hZaEgHpnh`Of2BRmMRPXK06@9dSfCrKKy!MCA|&ETcPe{syxKPLV-0$
z&a#K{5dSuOI*``MPL{}J3R0fm^p4<e>1EJ9WY$KBO^9I*_I`nqahlKkF!xhs4XM9r
zz+&-YW_!tmn4&jVFJN4+NxG`|-FA!)0}(%75o|$UNxhV`@i#_CBkzS%Z#JhPc$y0u
zni6H&q`1b9|0Ta~p!olUB;(pZ^2e1|yPVMH55D|_dfmkcuTLa}Fb2zvjEDztL~eXk
zJ+XmL4wa!$?4FFZ7vV^`tiPY+-XL$=pGIV_ZdZ;dB264;#bZH2WJsX+YPixOx3w4G
zGX?8;()o58h&k24jO37IT(@q)u90BS^wi;HT1*x~M~n`1ixmB01*RDVfTgF#$YB+o
z%}$~BO(DWu1C7Cva@ZKa+A0`pS%8>Oz~-~1X@k?zJZ4fh3fiGtn2le}cK|-D27=Hm
zeEDmi`D`cGHke-Q`kvmHwXoBLmLgYo)C1nyfv#)WnKumW_V>{kyGQ42PoHo5)StN>
z#plbc<|FqwH)b(3%(@ta7pY>`utR=p@`HZyeyjjH@lqAv<Z=$1O-Zar^e!8q1xxnZ
z%+c%nXnK+3Dei+f>)RuAW-^H$ZpJaT0+FpM^emsaMqFBg=+3(o<TCuX^mqYPLYZ7(
zq!7)Cl`+|({4|8x0FdMwL?WE;?lp7fWYah`fa6PKSca^W09t9_(I3P+l0ZpU$L02O
zxeQFYYMC;k7>m%nizJX}Ngnh=Njl@wR)YU$oq!SL=S((y9TnRGV_S?u<uheT>j-eW
zHRdcHhw#83Jnc-!bpd%C<ebZ17Vo#^%a`b%Y|^c>%Oe(chtgd^04mdzieEawRUM@y
z(j<x*t=#X{XE<>ZRTp%nN!eWE2E%dc^3ZdCm6Lps-;X~DJxFa-)7FW_ZKzL|`p_I9
zB7?0?_PabejHth#QIT}boBX|rv*Gc?cc7|y)k+t*Ry!iMk268ibKK?T68xVK&QCeA
z`z8${0bfK9g^fiq>c7AIL1F$BeHB88bAYbu@&c9Dr=@B9&%XF?sYo}asNS<w;P+U<
z>hO&8(!u}M&VOWo6$&5)nf~W=cz((&V^TE#<8}Y0YI-O{)n25%#Nr5Q1Jd49Wvr%;
zu(%FX3%z2dGP;@~y-FUoA2S`d>xe@#8RsVgf;QsPHc*jlg>t@E_NsFY@3r<yZ`w7O
zGxl|LPo(9!1gWrp57Vv=KGp%MvC9j@Mukgf$N_<#k7i5Q!;C;XGEBl{CGaWSQS}>4
z@h@^-oY+j<R4sXqi(e?F^NA|i>+V1pCzuF#uap@z1Y!_Moo1q|a^H}7UA5e$f#ur{
zwkm)5hEpWvibNzk;K)Aw5jm%9U^_sRyG6vm7e-*%+(j3iEhYc@y0kL_o~)i+$%-wR
z-5}+@XrE?KwSRL8WT=baM|fs5&cX<KDfllxGNs~zKIu;do+g7DtfE<`FQOR!ZHA+%
zaX0-3BJ%q6NZpI)WLUTtJT7~YIF~4lH$dRp@VT}W^`1v&Xg^#ql_(G778A7NtGnN?
zM(L7f(}rxzD#u?;p@3#_BPro~bJ8T|Wc@45?EV$-&*PtO<Thn0p==vF_)3i$?3}N`
zV)T>QRteA72v5Znx2Ab$QjM*Qn0P}v6dO!rOQ1Cr@%h!DXGf?aY%sm|Xzf#J2q&g}
zBWOr}k4{VsUR-Fy5u3#$zK9&{#tA)I=zh#k$J~Hy=oV&N+Og+`Be;DgEkF=+=w`H6
z(UF9+ONv)Hcx<QxIB9JoGQ#K^2#Ddc`$3IyR<q2K(dn?dtm7j>AA^*0tfv#<T*y}J
z>ZyB1x6ZW*!;M=u8W|q`@~J#nM^ot-Gx(IuY-R7PSdS()298!CMW$ph>3*h=9u{TW
z@2@GHL`5nG4hE#2@4DImC>8V{sxiXoYnDrKZ@kA7XK)`uyqd5JpB3B5u_vRL8)0Ja
zH%YKeyD_ha)zvV@b&%@uT($mC+hB(5iSiO*L#0SjTGllFbbE!~%ONWFY(up#SM`KS
zNes|l^C+BdNz?Qn7#+BELU}5Y{;uvv7HvaC&v`cA_FzcyAT${$@KK!M%^RsUoL?%_
zpk^=J+$V?PzV`0qkmOpZ`Rjtz(ys2m_pyl<=&ob(Lx&DT#ZdN72z9Jx+08wR>Wdvv
z*%xOm=gdrn@QSYZ-3&uF;5iQX^clq&4R!EFJUczuzRjNawBhHc?j$n)^6Je)Djx2<
z^2Kt82v)>hKBnc?_AHEt_h`hQZWFknR0JJqFa%ktkVU`c#B$@HViq@of4of6-}hj6
zw4zs`t907gXjpI9<TO&#byB}ta;Sbl(wW3<S)h=ZuFFzY|M+mJu{;XBgD!z@LFGd8
z5suFC440Ciyvxa*Vv%V6tJr7LtfOBHF#zhZkW5<YB`eejEuXRo=amD{B0d}(R@<fb
zec{%5gBqz(^5aWHU-}W$&m--W?T>f9c{yXvSR;_yMqjTe=FF$CUa1}fQk?bFEfyCt
zu4&UdS0~1!4z~Rq^Q<Mvf6KPcmoTLb`G3|l%O%Co`IHB3oq}JCCzxM&LIK^+r#+1@
z^lTO+z&!7Pb#e9d+usJeaD&*DiJiV18~-T~8h%W6-zC}OK*`UnNjnY@?5R4Gx$ify
zn2SCri@nO(@YWIhgGTszsHD5K)I1Anao&CBQdp78Z5iC~XRNNx(55u=;rHSUOLr0t
z7IfI-GWC1~RT@zIpVEa*P(X_jG4veBe)IDenGIxgF^siKKkDv0Z$5=W!01y{-%P>f
zdwqJZdGi`)=g_^wjeOW!xk*&t2-i_?Fl$0$+2f5%P{Atfvk#=;%8#ny5&w|*UVJ}q
z&Fd>{AInwDfeGca6T|P%Ue5Azuylw?hHX5&!G$Z6dzKP*Fq5@~fcCVry`v3cCk*hm
z2H<!i0nJ47Nd@PV&utNEB}W5YF-G2%x#AEnG_@i9ERg1sLq&|qd@?4X7_XduPiiDO
zwed7~e1(fAZ95P1r)7-Y{eNqPX6{d33W(ZbuY-Q{Egy@^b`?0{cO3U$GMsF<av$eM
z2~X5%5^=&1XW6_|?sT;IBaV7%K~@4XA^XmX4ZTWoh`n9tZTmI>TZeqFYeK%i2@O>z
z5N`)@_}-QuFWsKkb>Fh2Ub+Bpxm_P0-cx?jx2B$xK8LrPfaOQN$Bi%*)lyyn&I%G&
z&H%~MLf6~Kx~_ZS@>UU?GdS+;j&bV&GQDCtU^**oZi-2*8IEGp)6DaJpw`vL3+n+C
zD^|Pi{Gsc;x6Ai(+d9lff$2{P($l~o4gyy;frE`FVX<Pcr8r6!W<~IRw2@BJMR}FT
zo&VNVJm8?`k>A=XD@<JM7?+d-GEz7ZAXs%rA-sLM8GXb6HJ^iF{dBw9^<(c-I};C$
zMNa4Ff{goearhBlQfsr0XGq!4`(5IiGLblLd<OM&c+@Ja>myw+bdP#F#_RbQUBc(R
z@U!pv=!a+L*}!PzNh8x_oF@L+@=}>XRJrc#+rin8zrpS^7bavhg4ZMeL<D9?C2`Q&
zH@f7Rw?>Bh7MlKaRIFH08>0<a8ykur4BBEa?rTY(k#d>RtT1hb5`q6THpWR3ZZd_(
z<9GTRwxLXp=ZE4u6WI++RSnJ&DsYZK1?^<7rQG9=?~qf(Z`&mYHrJ;i9S(;dpMtfC
zGhTtY;CZ^?eRIf|p?m#&*v}4z{$e09JtKq5Qco{Vdol{kCBHZVG~}b@82?j1`_0FE
z!7;DyTKwiWKf99vvmXe)-r4kr5XwO_h5nB7|1X4k1Tv-Z;ejBkJPFU%5y5D=njk+}
zEBVeDm@6Zrplxbc<+3D9^*e3;HxinLY3-7}7}Z}Ya)n8Lx=#&))A;iIr+)si%dwHS
zs+IDW&K3P$1-j^nG-cXfAnxWW#vz^3HJCq*F~~%4J(5AqCMfzOAdbMnqRpb4YF7vu
zIQ@IC*%J(K;{>-s5-_sJGiHHy&ky(Y*3Cc@m>8Ep-q%99PJ1Y!k$)9X+-t)wpkQZ9
zt^48#`pQCRG969V6nlW_gsykMvM172W96xq(qm^;%lk^z;w7oMLjv>n1lDtJ>-dbh
z079;?_mlqQvu1m2IPYj0s$aVl9gW0f4J0jL5M_wqlEf@=@#6Bp6k!4ElgOZU@MK{i
z;ISa!cBI1og#2HL`M>P-ygn|2gNLA#GXz_!YaH%^Tb<QSu2=#N&&J<#8Xi^<R-5$4
z<;Nj1Za9kT_3(ZJ9{bmVPk>lM0B@r_YwUzeu(nTxo_U>}VqsxQ4LP=04lNQ6oqD4y
zAM-4}Ep?V79?F|5rnS14bRmbU(cIQkZ>};%J>M?EQp43#q!*VQ#%(M|-e}OjE-E5-
zy$My5@V%4J=SQAA#C<F*MLqH>78Yya(_xkJU?n6L<E3F*(t+@Btn{W<jIypP`=W+#
z-(;C5-J?wi<B=n*p5o#i$rrzyv>^R#W4K==f0iQFyZpZN6vXGwDZ-GTTS?G7aZf5P
zx?Qf)<}Dg?^TkL4UbHGxXtvr)+OB%VU86H~T^&O-8LNG!kOD^IdZ{t7vovkkZxG;i
zQ)k)vM4J2x$>jVSuu^XCtg7Jv+x68N@H&Y>mr?S<GZP}&cAynq^KdJ7R{ZMill?VG
z;^fLJr$cJb0N~U;G(a4)EcdJxsi(Lynmh))Ty-vh#*cQvMolEv-rP{9<&)p*a0VRG
zg_iL=@k((GQ>gi1a>j#jOU*>(*tXP31In}VF=%AMAG6+nW;_vQQjkCdwL*Izc_-r@
z6(BQ?6~}O@_$pdO*ZNBvqgbxUc}@%**ll^o&RJ2!3DL@NzQy@I4Kr(^yiB|_7@1YL
z@}alhzCzK}K|9cayqULbXf!Pq#=IkVcw?=u(?#I-BO>%J(&1-81uMw}{fS4NA&ye(
z;Z1B%n3&SJn{srWZ{CPNfnNytA>e_U*nv`Qrw~LzY_e9Zl@1LZ2o-1oTzv-WPbE3r
zs0&@mLul?f)92=WU+|$dB}or<=YFOfu))5IY*PQ;4V?Z=TU_RIe;DXecCUFVc;g<=
zh5E-ot>yL4IMS7Ldq9UDC*#rWRznjH;K<x`4j-zIx~KKA|I{L8q|@k0tb6R-V_$Y#
zEL$O=)9-UiEO%ueo^(f?*DG5HETkg0BP|5(O6xd_ur-K}sc+c7O1FJlNbd=v3&q=2
zpsNre<9yrb=Hl<vVb9$?zY6V)W^DT!=YBe`3Tx6dd?!bJ@P**zRomhiaWlpD13OY+
zYRcT>u{`H9Y}{k7ENwY8Eb)>a1NLnypWsanAal3vYsfuI>AE^4%z4_U=qUrO+gc0H
zQfI_{k4c3Ms-cTbfnm)AH0Ai9^<KWT0sJTPYc;c$PMB~6xQDF1JY(7OdZrCAEsm>X
zVx*v-y;b0uE0=L73`E*zG!6_62@eqye;gF&=-igtvg+#Ij9Fd+#)K5u5sC@NX&*um
z)CH){#Q}>fx;`O%U&x8HOr4;k419vay`;|!^YHSC&hM*!J^;AA*f}{p0NZ9JoOcWt
z_(_b~?OI&Obfa#&<pQ528*(JoCr05-1F#|{3$#=^t+tJ?OZtFt@rcx$)Qi0F^|kXl
z^C3I1Y-PYSN3LFga4fjlP*5E)0MSq0YcU9_V<(yuwi}aY2k1N(QPw?zO0Qp-T7SuQ
z#A>Ob>#DWJEdNYexcZ_qXkp?L377oz8*9|?g<K0BP3&~F>P6)Tr#`3Z4I{JI*ftnf
z&?VvTA~UoAb+4AB?0I@PDtC}N;6a-)c@M2RM<@7y&5so*_3cmd`_*>d2xn3DgiXrR
zxxhY7E@MkbBu4Ls)54d#x`&I5=FcH^!jN!GFR`IDrhC1iHm!4DCGq>@=78vifYi#)
zx>ds-R#-~gsj#8BrlncF-2Ak8j;|^;Fc)=yEUFKYSh4!GNC#Ke^{w)0i58=eU#BSX
zr_`jY%GSQu{&s?yNCKPFk5yJjlBi#%`l5Ynu;q`1oJ61-&O$zSUlWPxFTlwdhuX{i
zi0_5L>wY~4%uJF1zug(>fLY3TS`MWyA1;R)e0#@mn>i^;-UGW4j(sbX7sg!nCdc&p
z8cF@BWv1(h>m%0*^%`8{1>9_xq~QCWQ+c|)9o1bfKKbkGFgYzS*N=`qx;X-w70FV7
z@X5b0^tOW3Oh2a-Tf>IT|M*G5D??UG%pUhl`%v`uL*xOfx=*#Pt+26X_VoPV8am|z
zR_RDh=lgeFu932`GK+qc&=E`#9nwWykU{t)o$nr60u}U0DWQ}XycG_Nn)(Avj=f&6
z+v^%Gxk__|$gOjYu#ST`^$O8n9}N@dfvp4a@*j^KLVY6FvRITl$%9`R8pk~BjW<Ib
zA!eCy&pN7%osNr)FS_(f1d28ansEr>7*`HiY%j+rupFVa_9Q2-RzR4gqZ0xaaWYe+
z7n0BpqQsqBOtywXRq_0ju746upFBV<ENfD&axz<c(QlIgzf#-;m^kRL4pO0>(YqzF
zxMwtak?X}LaTo{%KL_p1O!q1lPMx^Lb8E4Sos@By2Qk=3zM(&N<jM;EfX4@c@RLOb
zO0}Q<!<UU`*v>SVc9kJY>wQzr%ZDpDA%P`XI&BmiEKSdnB<;8B!#dcOuQLv8fy=Fi
zwch~oyk??Y`dwrd=_Jj<P^a`-vdS?XE^K3hM{REtf^v4*k9Ev#m$z<^#-b@FnOTM#
zmS&E-vue(yYZ)HB(UiYo)u_d!v1Bx3-IO-S$W{VHDQacnqO2%PZ0cx(MOzPxk~MfX
zZC0xhi8{S^Xr&}z#gw1opCyU(%RC}~|B${WP%0JhQ_XO;xsNk4<*kNK_OqhB>XnF#
zFPMa@;R}zEaY0yd;dAy-KpKbE;^41^>yJU;Row_mc(hQ+*=kMeaf`a;F>RJZ-!^l{
z^JXL^!s}zYUdsz7<<~3zp&IL$EeZu$2VZ&CSrfSV+L9QXRKd;%mpJYSld@_eH{M+c
z%LS|P_RN<1a&cleca^J8<DDXbPy4oli3)jDH~Fff9aaF0*pBP;!-n%^dJ=FQ<En$3
zU7JoecYL``9m8tQl2J5XH1pdTVCe~qh(wBYmw|L_<nmh3XR#M#DA6_r6*A5}uN&Q9
zW&EB%Zi$cspBUnsKW%g|_DaJaoWGSg-M{OCPWz;HXpZ56s-(+3;Vdco{m>1R(Z~0I
zvC^4q%vzaD*XLM!p~M|EV1NB?)X_z8`9l{7@C|rP0}XrdXOaOZULYW+V8jwO#d|Qe
zb)OfXRS%8&+-e;2Cd$N7^<G{y{L&j-g7I}lTQ<>!smziE!vWFN%8O3b>&jm>+|z<J
zgX`88{J!jEXx!wp@A(1Tb1~dP^kjyHOm1GU{%{++67P<Wl<aZS=40CLcv=ud1k1hn
zB{DAnCgO5LXuVXRPJfMB8;iqcw8=g&tEt&Q{1|IM;EDLOd3*j;6z!E<iK#-pNu6^+
zWv2QNYXQLx_Y)>(rwZLmX?n<(nj4|_5)r+BqpRgUvZB7dMitdcwo<OX+0V;K8O`a}
z<VVGrbpsq)J}Q&EI$g)mGA?VCTmEl%(<kE#=HFg?2H*4i#;nD_o6^YSBxSDYWyZsO
z7Hu*RK%pqrPO*u`r`pH6k=uB?H!!ue5!Z;uPH&vTA6m!5nwZJuQgiRW-2~kH=ah4h
zLFjpY5=BC+jXbWO+f8`9zdv+p2RvhWVKUSp6ua~-HAaR&bjt=#=siP#;@>dp1pAtp
zhARcxGdKD~nHr=krBc`=V#{R@L8{Z!duF~3p;Zk}ggEdb7Wd;5>qU%66>M)2r|{`|
zIkTsLLUrTq4D>`nLE^f9R_fk*zM2>I3|NbHr-9SI9-7Q_pmn-ou8?mpuq=Z$q5I(W
zdK`8wE9B@B(`{At5!Z>~=7IFbPnTzHf2NHI{Se!9=WQA=%`4jg(2)aFH7AE1&5P0f
zWwXOa!-GZ+txC+i%-ip9Vu6;=5Ggk;Pwo4Z6&Ne8Is4Tx<VcIG#4C{(6olF1H10}m
zFZMr@4I=hTYWoj$!88T5z71;i?|uW^F}j+q#cd9^zaoc>y|TwCWvch}s<`Rv))9yV
zXH}gAsI<%Di;Y|n<--&|?XZwS5va_t<Y`Z6gL0DMZn|F)JkU^LU=L0uMYCq!LUz4M
zKa08=U7{LSeI4EhRciy$)CbbE8H||(+>N)RilTm+CXz$P8xVyX1bPjP_o+tq<3ZTy
z%{fHerTFq4nnKc!s>^3pE-y5}0?n0(G&&eX+Si+<5Vsgn*FG+!rZw;Zc)Wm?<@Vwq
z6Ian*%%!RqDsOYIw)mYqb)7V6A+<V6*HT_ZqKS3@A@?tFvZW1<Z^qG?0sS1P3^S$6
zC!3}APy}3iJ~X<BZKVzZb}IVv8Ao9-p1RL<6)wz1PGxu|jB4+xESoHY?+MG|`vU@y
zu!WFc|8dBuKqG+H#E&fqui6WrAB_=i)8}fqmtOiWn1nxxaCxOP!td|j6dC~)MC9*~
z@bAOJc0_w^4kFnFEvtT3K@7cq{O-d%;gS0^!q6VZgS~bldp#rFGr2eRG<mfVi169o
zX(jN_u(-0g3xyfX7}fB1jTtcNbf`K-!L`nK8ko7y)<4!|dHpwDK`V5>igsC|@U5$)
z))L2hFZ=hI)GQkb(&X^-hSN2BFD&wvC`?8U8!^5%K{N!8q@bvAY-5{`bLGK!b*nT(
z*<T)7x#)Vz%~^-|dB$N>SK8+%-8eu49i5ez3A%Iq`;)&4>KTLZvLg{dN`R<{W=w3b
zLfmyrT90Fb*m`{oqd~p2P_0|fvRgp>8GQd8g9mntMg53ZlzRyvx{}}IE4wrl+_Dhk
zcwp=cHZdnFz!~Qy6)Dm9Yfk@}+SRXqa1+Af{)m37+i5>p{|%`AyJW;amz>_<DU14J
zf&BY_|N5{2|7V;wA*MTqW_@|LNLbwcL0|Aj1<AaiujG@Ocz{$JI6GAbXqIPW?EoDl
z*TjW?U*kd!Br(%}1`peBb&El;`)$mctkyuHCPzLsgJ=mRX`W+MHgh?7V~U&R8yg!6
z{>(@0ylR%CV2FV_!twJ^gFYG0#C7YY?Q*U4YNNIoC2-%xu*SNQU^ULh)xhM(3>qAu
zsInCWss*QyCrW*}kjVi5j@}Yk@aaBmqW!MmJ*;#bm}vyF*z+Wsj1*gZ{EYE>{h}a2
zm1`~p2~oyKb@a1v9~t&a*;!y<U;^m<$lK3e(6(!dfJ?Ju?36ypVE74()SRO+acM!6
zbljZme472=9IiE*3emp5Y727%=@Kxm42Rc($gh_sdA6itBjKt520}H#iS0}~Tl6*$
z_oLk(mUD^uG5G+CGVcsAkm;n_|0b8;uN&NykXRt>2hfTp6$QJA(>#yLDZI;D4=cYl
z*r0gw*voFrMI0;e&B-bA300mVyL|7*^wKK%#jx6$S+I9BY-g%gImRQZ*8QX1pu7~_
zY(66s>*eHVU$W?ozB$bhtErc!MK&l7CDOM^+vsqg_Agv!zr4mCPVPGnl19lVImy!L
zR{`%;ANtRolOu#|IWBr)Wq4<0v8JzVzWYP!4mv|k+I^jRza(ssP_qOf4l@!7{P(M}
z0kEx77NaaW88yMylpWi@vbsJ`4AxjKiJUFd;Bxz()A<CwXVok>sY<(UtonxCT#A$~
zeHfg=jYFJ0Ly&mk12*NCT)l{*M<EF^l`DoCcP$s*HUXETtBvL1T*(yAzi$D7indwP
zVNm{Epdk#2jJbi5GyQa>IWOXHqXRCJRuQyk7VGW^p8P}Blv}@2=k|8VHd|y-^Uk^g
zFiI;{KdjhZw9oq56hAAdMEV|;L+G<!GANG`g}K|O4bzd{d<|5^T=FeWr~5pXn(afm
zBPW<rp>`FhcUg6jSx;?ica@hY`MKl$^9@-$fOs;YPJ{vnYTDV|X>>8#)Bgx=S&nt?
z<k@FO4B1)DJ#o7*FX-{E7CWsqG`9k1m~{72*U&UUx6NjUR#r@sbA3Rpinj_}cD*9H
z*tyW;s1XdcY>BC$(piObyR3-~CC{UOg1b(_lMqn9Tk*4eqnumF%jg(CmFud*J2<c?
z)l1m5FW(wCS`!w%h-B8v+|<{vB=1(~q})AFbRuj*h~%6LsYNh74cFgP48l*};(Iht
zX!hjJp7*oUSm9JILFrCEm)Q;yzAaa~?PMx>%TJ0!j0}s8ffxA;sa&7?)Y2BMre1Hk
z<zce$y;MYKZ}UR$SyB<@D4lF&AcIOF_t7%7#u-7=+4m$PQ#Ba=f}tUE)l+8$vg7Hz
ziZ87Ig~~u>0>3x6R|>~$3yvtlD+Wz*tnqRhFg)5+z}s{XVH+(jI;h;h9B5Y*>qdQA
z91d%a*DEuUBwa^NtQIm+Vd`D2bJ+bbzE4-m-&RHk+D>`>uz3omz1-O0cCC=5shZ^m
zh9=4rJJ=MSOu5hU`lx%5(hU6-*%4+NMLJ*qyZiQtxsb$KPvAy3<LFD(5+`|b+>%|w
z>jfxO0ro%6aO;5|A6qNX=n1~LAseb^Lsh9CW4XqfW38l~{^!9gQ^ppEyddZOXR(-7
zYjYXy0VuwBw`;B3-Wt1_Bl{$<TYhYRiuaGu{O=vOTy<>&Z|u1>!*Y1uUj*s-tniGv
z`%TP-JRSD7==3Ffl)q)@w@STaT2rJh3Y;xx9g{T`JYt9t9x@tahp|0}an1P=4=$+h
z42>R$I@exxRG~?Qdnwqd@pCh{?z6yR9j29?*|{Ec#hA0&Oyc>zh8=d^lG$e8X>f99
zFF*A8v|E{rHk}T%J$JlSeIBQH4?R+3t6F_(;p^K^yFXu!ldY@Ec`;e0FE^-sW%ltt
z)!g(rjI=_wE9iJ9hqCo{WlFi72$TG{)s$!21c#S<&qUL4Ttrf*8M{0k3G)Ru963pS
zq`vQb2x|K{yX;C+Vj|TgRD&TiBr=RnbdwfmN2)K3u4h{iT-6mdnM=XmQhu`HX;wTR
z0&-XXX;(Rxy=&g(d94rOZXv1l7%8bjszfNqZZlgSrF$gq`A(&CC_8kl>+@XRRjTIz
zg4KAET$(`F!QA>x_c4_4eY_%6`5V)+Z+JU2w#0!kK_FFq#^SH8(=HU)h(UH^5vXnQ
zb?*b?smiZyTPkOG=V^;OEBQ2$=ngxiSog7xvotUSnUF9uvT@@vJ(2nHe7~<dIqdx-
zwmJA}@x0|?Ho|?1*}{lvg#pHNY`E0hw$gew2``_O7TVb5`mO9rfPB*^aN1RS>8|(6
zU*jAtG(8R)6CEK_3K!|A9&}Tm-`v!vK2GUjl|_oLFdb*>7xr!4+Ucj*{#m5$UWxFf
zA&#k}Al5i##~O+vBEi?|+L#qR#|fW<1$ZniAtQB7S<gx-XR$Y8wGf<tj9)*sJ-#BI
zFnhnBP`Ye;LmGO~k}qv{DGj)%jY533@&o0b;P|z8t@;S5De<DgHEQ?`T>64U5uDWd
zJ3^9Z!o1a#X-7%8P73EaB1lFlNfqs7LrF)~Av5ayya}rZPYP-=xER+&7Su`A(a<PJ
zIc_+~5VM+<OtE{#owM@XBNOsk|6j~62y%lV3A3(kTcPp())pxOrVkjUv`gTHEIulD
zz3^xInVeN#QHQUG1m5Eu+J{d{deSZXpoc}%#x0-Svv(DaMZ1Edooa6q#ULHXkdv&e
z*hw-SfIe9s%x4Umt+w~EQ*o1TE%6?Y%>mh{!f1TmmKA!kS^Hqcsff5az)|8Gqgyp7
zDdLdbqeubX#^f)_iulrW9`fJ-CeXb=i{rW9{Mrk?wRt(-oh2U<@)lMa<M2oXxOF{l
zpEgI{mjSp8Yk`>u?fMvMTk!hW&&E<;_J=yW*U*R-AR7MIzgAnp=<t464|UyA_gF-t
zVOmq_KQpt_&2)mCJwN2H1U&x$ak&2&`a$`I-jnpPcZ@s$+}-~QdC0Qkn0NAM`Qbq3
z>H!i3L$GH5*3hMA7dBKEhoSK7E(%6MOX^S`ph^r774JMw21COw%aKTLi*);{AZH%$
z1NE?Dn(q)}a<Lw};BaB}_HFnG0j<7{>Q2`w?<j}dZJDQSASkov_0rCUvQ^gH=CNXc
zQ$aPTa}4IRuA_BjcI?1MPgB6LvZ!We%X_t20dT)-O!cTse|kY^l0FoxtYQ_rBB}dt
zD3=xZ!xdI=b6a3*!QCbD#7nA%zv_e;%(%O|GcjOD!6U?BNuetLyY_oA+)ftjp<-=7
zp3tRtRrG_~dSUdN0UT|ZdJZQ+N1JOhU%7;IoU};A@!9$Zu=$OWdbNu_ZSi2cJU3YU
z4lG$%Bge<;D+it)+OFxF+j7ARH?nvXIeFM5jRZB%Baq_`BRNDbw@$m*nMm4F6bEVw
z%_nB?+2v_yLX;g{eoUZ)9p(dePn(@{w_BC$Jk;xGFA95J=gHYK6s?6Prp0s98XoN~
z&^tn)K>1yM@iEC=KLb?hPNR9~{Fo6I206_D2`OKd>mr{n7#cE9>;4#q5<q^w(P}(e
z$!v$3Oi(eWU^0IFydJjb$>)y<<-1)$uecS2q@$RhfRPQ${1h6dx>0-ivsb>CqjGTn
z3i3|ojA!sg$m|{q;ku0t03BHF#LwtD0asoqVz)!%{v5jJpW5*5`O~&01c}xAaq{Cd
z-(II|zyc2WVt&{!M4+}mOg%R+AV$b-{A$d|m7sa4vP@pZOUDzSy;+ulsQqM<p7KmZ
zwB!#3H!s_Aph_jPJ02{eB{byFpF-U5i)dhyzI=H<`}>{1RV~U(RYM&%30z04-Imzc
z&rIx77H4;$7dr7xrm|-7gY7XmLk0`J;77`{;)oW-1<)t@U8$0f)1gtDIp1rY!Z7vi
z%MEwZ!T>7%oPX^CC+LSQszj+BzMUlxx6SL%qHwOK!l6aX;xt8tKj^8OtM}eVpiP3O
zoEGp7cIl8)NgugPx1J1oX-HRs6<wdzxtGnO@MVep9HDG6gUH=8n@7fa3O0BSm2Ls-
z>z9qg^3UBMciF?O<<4{NfwRxED%FHvXlX=cJt`Y38k+@+HBQRQVcKGXV?kwlm3IJz
zUF0hRRC0-Pj_yQiyGHmXD<7Yzy}&G6W5J!w7<IE%VcaRaqM(L1X=?|LWy(`8BZXhP
z6gBlV<JckJZLCU7@OgS}T~V(0!f7dJ6?bf6PKk^z`S_5$hDK0690MdMR^q0zvvS2~
zPRjNN^kcmXW_vD>suhLh!Fvdhw=h8(*VZxeN!UCMS~PWyh~_Q$K%Lr!@sIb5;CAYg
ztGM+1BcsUy%3i(j-j2JphPzb;iBG4miM{yp&3?YcCb-M41G2GB>mr&wy(aqF*%Vh6
zemj0pEw{)IWH@X(1G4j&44WnhXvTmohU@v5?)yk6Z)`hZCI3&ne7s13L`V|s7m(9p
zDQSJuT_0tS%E_Q4*H()TLk&mVX}&XmB=0MK7n`7uQO;>#bKu~xnhnUhUK`v30F;V&
zM9lSdt@%C2RV~HDXn&BNgYH8v`loH(Kgzu?T4%JxCkI`JU_3f<ReY4ICMnCO|FfHG
z&O+#R3W}yDw6o-;BGvYMD5tbHAMQ;$Isz{9h?}ThymVeA+Ep5#AZfINHYxf8c?!dU
ziy$vV8IZQK+hX?Z(HFZd+0=~|NZD~&8~6weggUP<GSLLFxkfWbRJApz4DI+Ymu#R0
zr2;2VZ*<O@bS@y{bl8e@EL*jhBtB)W23!6T5-Hw}gIE-cnC_MKv<Y!`S>e?1kx7f$
ziiOY4SPo$%|1#pf6Xhgq-+u?k)Y=REOLy%@^qud(OaAV>Hfu%;K!PBW4$z$Q+}na<
zk}zCB_l$$R`ch<46j{UpPZGEOMkvp8SbfiuDYh-kQ)~MB#GtVF?$YO;DUL*&iF7t_
z_@HCJrq0}8#cCu*%M}n!NE}JZbY-s&Q(<S07d{SG*Ntrat}`3|o9L?gIZ{_rRJir&
z#F9eD<jYZT-`)ld7E)PoY;gYiAzNYOc<SqkY_DAarIC$sndw((d%H6KaKZYy&tg`d
zbZ0uZ`>tN&iS?$%oS&%hRY@7pyiCnDf<&IVx+{0{FKqp6$6YYVq=I<-3PtNx5WGCF
zmA=Hqn@hvfY_7^+D?c1v#pEl}wv|4u&#*q|RHZM2?B?AJ%MAY!j_B?5u(Mz_Y5_c#
ze;>J@6mg9u1bHaI;N>OrdEn_i$deoR834|k1GD?^e9ftJr$b?yKeqm<`p#*kWk=V4
z4Aan-6oPm>&Oa(XgMp0T>tdD1C|0sdox-T=sF6Zw=5-7x`)LqK_Xd5|byWP>7JE9Z
zXzYO_<1#tuq-#A4eEJ$IgG}3|SbY<ys@I##Eu}{GQA_ZW%H;h$eVOo2bF`@$OQ%7%
z*ipI{zq%%H19b3)YZ&-uugq{?cx!J12P*uJd-_7k>J*6Jr}?}s5ZSLjT?%<y-eJ3_
zXYwsawBR}=nIqCVhF)NY4*?~IB%7)xj61?KygphQ&ED>iJUd3VGc+<M-J;AdN{X|A
zw_&w=4Er0HNlXG@Z@^M7$bnS0dVmpXV6W~?<UO(3EZS5sr&kI!<x7H8J;~B`iG%@F
z<J0xs!|ZMz$)&_h-3Iq@2Ho5Vh2Gbh<?CWN(F-q>&7Z(X)>aIOm$BYJ`{>6v9H@>P
z*|p!bemX58y|`0F(w*&T%Zf9=Wr20dQGK$(1=JqVkKN(P5k^*PzBN;mh(&nuSTX9a
zb-Skf^G4jzTt@+}6sY0gmZeAbWRjwS$=$%}Pcp;F0=C`H#=Qe(fmj<}XxyMFZ_}>X
zlPCcRzooBapXR9`(E?(h%Czbp&ao#(w-g`_1}42;Og)21EX%nZPgUIyUT`*?bqu6K
z_X#7On}~5$NDAy+g7j8z7jt&?h1$!4kzqZequ`p~=&U1m;h+;3W{D{vWk-D&7>ONJ
zmuKX9J2bv;e%gaOs>vkZPsBxsmx%zj>yR90@ac1SzUho=BWg3iJc;D~va&&eH!YPB
z0OgD(j9P~ZAgNGl+Aj^g?<dH)kAl(;@IXn}?>-{!%)ACU?=q{Z3Q8pW2P$3Yf$U+x
zlJxp_lfB7n)N5A2ia{jTg*P&AR9F4l30FpT7OdSZI&^>#fLo0{Kgi7Q?`?$J_)xAF
zrM75Vh9BGP(s`6Xcm*z3Q<em#gUjkeZ6kSnvP5fr!?PQN(JU}uF>MThNEwG#EE+)V
z5BE=&k(L7CL8-Snv)L+shw3Hh;T*5X`N&&iJvuT?xTkYO>I(P<*DjZ;JcR18=m3@t
zn~qfUaoV`r%LEIe?BM+VS)X%+_@B|+NP_eVii(Fuc3VHk%H>}efp~0PG@HOY1o->`
z?Ti$svmzlHvi|Y9f8?6rzJ5)UlOv>t@PcRx6-ETYBLh<98kwD~tF4`xl`(QoON}9k
z=GT?m@b;2CbmMsW_g;U3qGpbNZaAJR^AA+}4<Y@4zaqd#f|3XX{fbxn-z5L{g{=d4
zh;JAK1dKpzA)HAsa`60mY^t&32-~HnLMXVnDBnjyB7YF!`}_{k+8(0*C{tlWp}rUy
zs!&lYcfC1E(NCiImM<U_?2q{O%gPq;LyDXn0Tsjs>{hcK8py`fhAR$5(E?G($k7@h
z0+#^(-G2qtI#gcK$3)XZMYy%dV@8!f^;Z~&yNjtu5vA+Y-L@TBkIqNM$-C~N7x@fd
zwcTMLt?4Udcf7CGYp&T*-%FnaL0N8qE#0I3yq)DJN>dJ(+dv!E`mbMS;EOh&w2l9<
zfzw>^DG3w|hq+rK^BWt3NgyV+;C@xbNZCX<*5+*ohl=yMG)j@cZjoM|;NK(X{d*#R
zz%6T1ll%?a<VGF|tGDGd{H$>sj27^Go!}lSaq7NfB@oP-&#4L*le<tkp3F>)Xd<lJ
zm9fryl`_{{-6<l3Ahvp;Lo6)Z)y9_)Ykl~c2+-~hJ0qls?0feXCf0d)-u0v|WTZlX
zX@x^`36Wk5uTR0ZDHV$*YBi8Q&w?Y-=4qs<x%oIM-R*+Tz-sr@t5L{St9Bruyk1Qp
zL7tPlkeJ}zt$9vPyzSH^Rkj{G)^&Jz+w$AFT|4xY`2yzgu0!4`yI$$6QVySG8rN@|
zaNl~Gx}x5iCZ1RWE`~o`_qgw-gaDH~wh~xP?%c@_v(&c&D(GCb?`QL&CtvN+=z9iT
zy<QKR@b*k~dGiLM4Jk4%ghaZ$bOT-_U4IRcERE9;=A19!xY=!gW+HNJ0q=mItVJ8O
z(wYzWO)Qy8WY4iAn7XJ370v@^vzs*7%L8L76qrd4&DR>1)13mChCU+3W@K|aIo?ZL
zS=k-l&i%B8TSDBrW@*sH0RaPrgqWPmF8Sf6oL$6sFqj@zm1bi)Jm#zZK^qN~CEYN&
z0HG2uz^Uz>XOMu<**#1v*7^%PixhH>5FYoHA*<P$Cvh%*mUVFnJMV{p;qaXEQzr!U
z!M*iub|C|_eGS~@1J)G^R264S@6Q?wb*Ha?ZO?xU^%Z@03WW31yiRk_<YK&`PwL&%
z|IN9X-TM&5gFJcgu-j4`2c{@D#aII>Y52N0Xi%r|hCU`Pl2&KF?$~I_f?!oyh}z_H
zKm&6xu@;NyN}rpOa_vnUr62#ZJu?Rp+r{cT>hEHI2v-;Ze^FP*wz%&obioeF4qV7d
zPzx{3z^OHJs#>MtG6GEbxZ+H0UQY9i;l`yRhna%EYZV22sE?@feAKGFZU)113m;mr
zE-KsDRaB!6gqjxQn|`UPB4h<(q}V7W4<$lg?P=}Bf2|dwB`-Sw_jL7wCLZd_p5<%K
z^nghAj`@&1YslK<Wo6PDYE<pCJxrV}80NcuS$Fk*4$3+{K28CvaIici<CGQYnrKTL
zTLf7>QlHPa<OMiP1f9&Z7u>tPH+||$hMGa#)>mrJn9`2hbl%p|+ct&s+MS`&I#^8A
z(^xE_LbB>!T7?kk1pLb2=Z4Ks#v~+r8y6=<uqC(@8IL<Gb1AKt086GhYiU_2161P^
zk^>ER{qP446$X=BXUe7-nlgUGXKRi7t7jaoa8=K%LZi0nXeMk-Iv&0tK3rC8=F3{F
z?Bv-lT&HG9(pCwsJ)BM^Jf0^f)0cX{9^XM36}-*Yx>Ve!;420uORkJ`jx!shkCq~S
z4l%M9@1}qpFR~*T*g+&+KHiOtupa`Az2L3<{LIx1G^bY=@@vYwUVx(D@9dUUNKJuw
z!4=SAu<wDk;m`ft7L0k=OrhKIXcEat1|`YI8?Awy*w{I#i1Li?pQF@)`DHWJ4Plsb
zdyL~S1tAy6__w>Y0rR_JK#cE)Z^jtoYi0EBs459%sx@47Xl60e=Z|^@76<>3)?Gpl
zb2_>HS`@!Jlj#<Y;zNAB(;_&mLz=3W<BuRQv&>Qt*nqfLF=DFkBM%<E4oMqUjxbOl
z>$HOF9Tl$1HEthcQN;58@y!pVO8&HAvDst}LBXe&Dh%=z5qunIV|;-)M__v|G`?u9
zb!Duz#@yV;a#2_KqZ99ZVgysA`w!5yaqjq>MzOPMbq({JyEqf>dLhP3X+15;Y?NC}
zeA0tRJH4VFPzRbsD*laNjcMKq!OU*EMC4c2ZS$ZE4<^Fn?cR-I&=9VERjK1la))4(
zbMn)5Ey=CihNZlg_*njs2gb02j>5S&V0fwH@xtcF`7;cRWxvXYn5J#~ZHoa7KZOJ(
z1_-2TFOlT>{|I~M;LNh`d$>Ctr=yOoPCB-2t7F@?ZKGq`HafO#bZpzn`^-#dJ~Q*J
zU%h`ll}cTmd(Pf#ueJ8Mgb+=xhR%e$Ba)+Y#6<jNuagZwqC4!Glb9G$kA1p<UdNnq
zEcPqE)8Z?sL~L|&PT@YBB^};%5Ha9N9xwgCe(V3F0<tbMwNhz0+Ip56u~xfF<tPa;
z<-4&jsbSmRLt6^{eO<XMWYEQn*zs~&lee{U^do$qbjv)b!nfVVs)w5@2hVPy2~mt&
z&x{fZ#Sl})U42E#XN=f~UB~o+vx^@JlWw;;C~M)acZSR$p{hJgzJ+X0jz&wc?KedY
zW7lJ_JI@tdFLMa6?oYCj#~)$l1CKmjA|0!`Oy}H;b=BJMe|_rXjCD4)?a4oTMH|O4
zTxhmOfs)DA0Gjzmw@3tH2zl7FAzm4ozVI4LtP4G6P-kUYL~s&bS4sLxOPkZS{ekNz
zODltEe@@2JhHsQ-eSgzLhBq)`%t%BhC>YxEpFC%Wc)B5TXYaWk*5X>|SO?D6RuOg-
zvx!QR;qUi4bX#`J<l%c4&AKvnAsWUL;Fy^AH{K7O=^C-}kX)Cc9A|GT;ol7Xd2+bI
zTdjT4O7avR7D`PfthyW@l|q<3T#(sfBD05ebA4z#!Js>T{TR>)-H@tQ-O#A;n5Z-|
zb>i|*{TipzB9R3K9UY&o=kQCOcrL~697vGVq10j`5o31n)9bH!D572!K4|o8x5wWS
zqY?wq)SKfYBmz)L+ee%wka_+&uOcVo{M+PS!_cbw_|%|s_8M&|`J~<RfbEdNPiD=%
zn!alZ(gg=cii+MAUX>k9lbq6@Af_<I<z{m+604dL#IX|72?gZPB@}9SGH$X-UDOY2
z=Ow*;tbCdwG<IiN;L&P0>nyJyvzM3RIuk+2d89#)KS9#Zpos@~cg>@jca}U2ilIzv
z>gtic`fsNO*_G-XT_lH4bD++{7B>ixl3|VMUzJa-oGOO`{27ptp_Vl$H=AzcEcx0l
zI<?n;?IW2d79;8FiXE&KM>4xO@O4KAK%mv=?HRR`zdjmLO4cjbULP{7nm2_Zo-I$3
zs|r0AbLXw=BSGY;H(w}E8x4vT-=iAzr((?d!fYWi5m0uGJU|yG8rmoUgLcA*@lP(w
z$bDaA?+?n=bGNN8K$%szO&UdBJ=mH&irCOl!<j8u!?9++uyKU3<tvl9Q(yT)Qcnzg
zT$qS8CSor3Y7p>16Ss7D+tCbc$%^Cuh5RI~`#GFN@`buSNptrJ(JWZX^P-o|H~oRA
z5h~p%A!x+xNqeF;3+-yAM_9XS8kg3kSJl<?yAQNrbD?Z7?DHVbiDjaG%P|I-%QZwj
zfYE{7Rsa|j2Ok^y*9=Wu$?P-BZC8f|n<^OC87yh9Yv=#a6%gecF=Rc%wYQQ6Rwggf
z{lYcZ5vTMSjy-Rnw8Rzj)vN}{#hgIt%W~b-8h`oKXP(QKta9cEIS1D^=TA43`={nY
znRl=5RDL-vMh8Kl5L>#rM0mrRw{Uh`u6JazT#V~G_F8dxct{{y4jiTPx`0+oT<W@C
z|4kxm1H8{DvzjEL;Swci&74!fY4dK8RlMUrtoN3<!1yq$n|YyOWNOp}QJe0?AmV)s
zP8SPTa*|w`a_dsrLVpGJM{=CtfkI!u=#Mq~*f*L&!j3?LhI7C6)?JLlzFzAvVAd`{
znOdIB7)=vi3zc_6`u6?l!VQebzb@5S&BVLy&k@n+|1dc)kOzWAKk+hImgudDd7A5}
znJy2D9+OZUDvM4eNP+51-BroN3s_XlcsNh`JceT=mAWyw`v@@c!3NUT*C{ykxWMN+
zBee^ul2@n!qlIT==9#a)pzVO2BL9*vD^-9O-mF=>0y|7D-p+?GW*-tid9BVEe-_Qi
ze`kavHjgKB%U`F#I`!{ki+HG<1zE099#TJkjew``eNG}9(J0`GA{w6sF->6Ri24<k
zGa_+8`_wU62fwb5@&gKL3rg&c=8T7!KnaW*Y&`~AA&uHrTk*6|`72X)jjTC1SKlvw
z|EpYP{g6;S`aqn%&FR$2g(?q=Rhm$v{v;G=r51OO+`(}q+axPt#N*8GANI`n4ZiCb
z8&COLmuICVA^r^ek=MB*x1Q!sLjhPU5ySLy*q!mKBA(-MR{A6MAgS<MbL+9SxssK8
z9Qnm_<7iVbIvVsVG7*E{u51wio2|6;;E46H84*5avW8+S8oMN{fHK&1#F|C1B?Nc@
z)H&>{zAVy7Z3YKj7<QJ5uN-X#FIkx-sVyynfLyDtIUMFICX0Su&>%y`Rvz1VaB*b0
zXZ3|CbXF!Lr*_TM=}UzM5hM%#xadLKFON-@^MtY893~~>y3~YGDI=<z4xFi)W>EnN
zUQg!d5fj_h{`Djh7hM-Kt+chMg`-U?cyyPxwO|FW3y!27@el%e*Qh3ARW~<rJ8|Ak
zOOHq6#D?SwstrWA*FIMh4a;6v&l@c>EGe>ZcXqG^pF>jO+^zEfs-c}lms+YemTV^u
zpOSo&+pO&7B0>*Mn@6;l&kW4xD&-291-X|nT{b-h<@NT!XTS?N3v>_!@C!nPJULV>
z5me$^Q`_ShpV42Rhh5V&J%S1xvx9C<O*OVkS0|ExzExjy>gDnH-oWEfsh(tR0F)$z
zUw-$woy>Wd(JdqN8?)QT`zzJkQ`L49M=i_>EJkYP&9S$e*eg(_tK9|1-f(skAM#kQ
z`Mp&u(>*`rx0a{J=6s=29nGXE;*1QDA%GO!w53_;G)BmY;i133M81bcXOH3hZ4Xii
z_0q}aAEd^uRC(rFx%`vAc5TW1gTG!R{~+t%E%NE!@Gk;8WqdY`;O4$zc|#xJG}>ik
zTbrs|)d;Tq%V=0edZJ6`=%CPiZc_}EUCNptf3uofM(IIph_@$C!yhKokiOl`zPX`#
z7zvEn?G|$4hs^>#2oDvC61hs9zTQ!(mWA3!Oalv9%8zQFPd(iPdz_WE(8a-OCb}<E
z&b>&G^)$>aj0a}5vSm=yU??4^6}G*+HaXYA^xJB92Zv*4Y07$n%&nKnzJ)0yEPD{L
zE-_^xAq7QBYc3!M<Hn>eWwtPf_t0jbjeJ-vJ!YAU+6c>8*THHQDP^L$o2hgSbR|HZ
z+gDS{@JTJ9)W!|In3JyDdU+65zqt@XZSobcA35q@@YvMUUjE^0Y(@RBxAQ6T=~(|t
zVxP-OLT`ub>G`KBWBcXdZiB~-tlIDk5}K_t3YfW2@oo0khRcDe_+XuZ1yl%=B;Pp0
zE6r!vo(~Yc(1Z{&&IhC1?jvi@tCW2ffYz!~iHV*|(ytqLVqtMtv{bJ41+A}f?amcC
z`DciqH87hurq;Z1u!hM<1`UOj<>lo^<CLRWh?mR7Rm(9ou5LIkmtkiHn&eL_&0ZZk
zmSsDKeVkoGi0a#y9Uk|0soZZ9_Hw}>s(qkgN>{tY`(BE#)dZ-~E_jOP*zy_n;9t5a
zttjbGOeUyvs|voOi3SDVI9X5|k>g<A6CT?-dlVMTM_xZr3i<Zju>-J55uY<y`78{&
z&Rg7xekelOKHKFo#eSt3zYkGFQvGK0V_0?e{Yt81(t#$VV^cDZZ+jsL<>615>A2A#
zYwiok&~TMk-+;6W+H1BJbH4E4$m0!m3whtZSxDp!{y!|_iQ%&<5~}@qug<sEpg8og
z_p-k!_w`+P@J~p1@Q}b3*bkA_xgzuFFQlr$Tzcvq+izaQ8qWzK!9J}Pu6n7(i%mVh
zuDdvC*-h%h_Nzv4{Oxm`>e_;U?g1pV@rp%F1Or27SDdojEX!1w=LNtU`p&fzQsGsp
zlGhkOnFPzu6420@qo^LHrqwHfCeDvOsQKD2*<eL~;fHN)RV6DJNn{|GJhB&9jv=Lw
z!PaKPvE0oVLq%m+9-U{UO~go_*P;&<(G@)X5R2Aicd&x-?OISA2Dxl{URn_$8F`Uh
z!KC-OhV24ZWpaW2z=mz~5!nbPftOfUE+eoi*m9(2+D+&KiFr*5^rt-4Y^#$Gs-$1k
z8ijJR7n9sKN0t^5;Yq%evJs?k+jLMfl$(2Vp^iJUmDWtpO<vj-qK{=D=lG-1fRG()
z7LlC51iF_Ve5t{<@f3ik{n-Wz-LKj2rv#BQpEU9Otn<l3m2Hs}n=*CO2}k&+iAEzQ
zYY&4Zotoov7;&nsH4>pU7}$t~(uZDGcj$;{?@C>mU>$!nl~5f|;QWCW7;T!@`+m0N
zfP#^Hc>71s5V>J}hLlT!`PKFuqa`!i<Pq7I9Z%PJ-_dR?t5jD`5gQ9cgXHzZyOLb7
zQ0#^_J0@~Xce-Qe!WDb2M%8ZWt*1F-gs-uJ<-YpR!Nw_2NlF4Yr;1!TLzdk!c#AE(
z3&+w6TlGl=*UM*5;(8(pXkSM1TTV0)Aan;r7YW-$7q1$oHtHqNB;wINJ%4cAb{tI<
zC!(t%$Dpi4?xc{Ggmu-FAGt9+|Gtp{BP`9_PZo9cM3(@6)qO(UAfM*;kmo2MB`NeP
z;_T%l0>AG77y}msCUtGpz6LiQWHm-%+DO3Vxa3TKAt9{&Z7IVOKo{E~C<Lyqq`q-N
zVixuXAX?Ncu0XlBJxi|5e6E!jL{2*5?2jYCNq|VJXbS1{MsrT`cQntQT!z~|FQ8<T
zQfUg_BmGkw_*~usSYS_Zu0JxyI<$0B(hmm)c0pGrd<82zy-85Xxq33I^mI~*3EMi&
zs&Y_bTT6UGD`vp)7BV;Lb6}T75cZ*1db?4h4Fn9&W}(q3=Wwc?9e!#1Uwu^x7cke+
zgyu9-Qcb#PsYy@{=|ujXE~L<@Wpm{V>NY$%MU=K^9Mjjg83LbV0S1E}5xx5oSwmwu
zSX1a<7QZ-;3adVwsf}gX>ED#(j#@_@yJ5c;%rtco<%dbXaFXNu7d@*r3x57Ke~m^7
z*irHmXBQM4sCm59?%A)VJ97gcZz+P;<xMIITU0i<s>RrQI!U|8XuvMRNG^P~>&Jul
zpsznXi;F-7@inm9f>uGTodLuHfqqD~R(979PtFAC-K&HVC3XKgW1BY2G;HhoD~*^-
z9%Rw0&zC*AwLTAqm+iHv3<U6Q*!!bBB;p>41Q|MU9JE#39sx)OvbYWpws98UpjZRx
z4P+@<G-DAOXe2&&c52KIS5}s|buH$`?p2D{-*^Ri5r4Z`)$=$!S0MS-_PNdtA_FTN
z(eMg$KNY2yoyDD}*B_1CBRIjgocMJ9SHsc8`hebq{?wpo`a)8KpuieR#ue=+I9oIK
zexz;8Fym7)ozEzi!@gY+)Yh~E9#VO>*#{?qTogCaT<+&e$_cI-!&`)uN6eZ_UmmtI
zu2K~xZ(ZUA7dMG6g18W<;+~JM!otYIi#?wAMm{^P4*779!bs|sf8`jyYP%MMiTyaP
z(y6h#S2{q&-{P*>rkSVE=_pFBj_Y#wP^a>GpopqinFh4m0&XU3O=)LC&)IMgo3P2E
z^!&C{B_W6*sU3`_2wQNQYueGSx3LTbT6G?t!7=10f<SI;$weC1eiY0HV&2FjM%O%$
z;VwC(R%4*aIeZPg5|Kjz$uvnwV9~=wK(>txLPX6>&C*r6f5Mna{-L-F=lgAs3mbER
zN){-z-ze9UZIR=8r-Gtr58i$zya|9l!nr>1@0v%Pqy~srLkF;y!t0rMt#i_!(Pi2J
z07e^bYthE)JPBDg^d|8boW|&09>6Z~huk+8^YB$}a-ddRzo7hR;@fg|uKC=~)9u<W
ztx;x=+XoH`d1~CW#KVWS3w~Ei9m7IVL2YEUeGv0|a>|1byseP{h;{{#*D^(?NsB7b
z@Ydt>8hjVQDAZ$QGTs%>jsV<Sn+b^$W$|6Diz`cy7}Na3WecduLfAsaj3NAmw$W_x
zxX7qD(?y-~6qJadwc)Q$75r*!oKH6frO&P4r4}X_niYxCm9FDYp55FAj1~B}EpIoD
zOO_3zKGGDgfxiBOnj}4~Zy-DkSAv!9&m{BVkDB@SqxdE+ts+Q^oj<xtS?jI3Fal|m
zf;(EGd_l$cI<d_ZUimQSm8ig*cY4ZbjL1VcV*T?q^S2MdpgkdeE!%YS=(5D906-*g
z3u;Mg-Q;iY6n7&0Z=piFjpOTSjK9}#PmWMudsJd|9XDF0jr<8J$r#t82|klhfa&tS
zJPEhIB`mND<SpkzC`w~A<xKfXgOC_kXIUoC7J}QAu>GILzpk*~az&S$tMJM<sE?gX
z%4+Hfs)`v!MZ=~ssmTg!erW1q_5t~L4KUUMcC2UV79|OMiYpu7YA3{8(diK{<CUM1
zn|(nFbGPF8yg<WMPvfKhk`&y`!2SHgqTtZHBTocndf(N|zq%y>f1L*la1$ZMf<pmi
zEP#0<etXxD-o+X3NNDfMDEKe<1m{(&170B&Cid)zZXIYtzuA%h{dlWF{nn6H@EuW}
zcnGMgYmJQ??UM`1xoRj{nOjpp=JJ0>wLcr2{xWWJQUht@5q#wrT>rEdB@YFMN!NUc
z-42Jq5&YD$j0vl4s(UOHe_rn*ofg^J0rO0}Idh@^giuyLWV+;H=7aFk=(s$W()LRq
z+q44v+Tz@9I^jFdyPfj)W!4>pem^75!PTGc*pt>kbBB@o@A0r~%al#k#_{@Eiu;Y9
z7C=iB=q#8b)q}JS6w)lmmCe%qDU5+AG%3Muiy%hg4^fAi5np1yfOP9Ttpguh5Rq+f
zXP1@{O3TX`e6`a3)<jSEK5l<K9Jn{z-@^yb!Sz3~^}2PKw+Pk%GyIV!qJ`<0R|<j|
zQE`Mr8vaHrxF=YRu5J>HJC<3|WJZ*id<lJmH9aF&X4nQ3;qiIYHQLimb@!kE|Ep`N
zp><<+qN$H8zz>*hRbXI>XlDCO$Ha9gw6V}OsT+HIQ%QEZ3FQv=n~S-Q?zEHe<{kWo
z@a%ux^$oy4v{{+_N^tk!7KZ>k;DR-3X~7?Mz|HH5NqxU99iBXqu?C0uZhrfseNo$s
zxa4l3bx-1@rqpC6eBHT%+i(p{JJp}GlHO!>5wtQ4&PC14dD=QNI)`RJ8#1PQQNbXl
z!e`4e6FDcA;+zp(RVj(BW-9J52SY>AAPoR}6+{S@#38Tq@IJqzB;%eYg~W^E)a4<i
z#1QEyM&RKWsZDakea4aDhuHtkw!g;rRQz3d6go#ln|%m7TLBPnG|WINA1f46BQz3B
z;N2|3!xC0&o{q<^OM|Yj74Mwp)1bA&QH>`3x4XLTyQbVpqMWI-P#!e_#UN2~tqzVs
zK7C#M17E~mKETfFuu4`(;DK|ci>QSX>UZw5Jq3W`)w)g8wViT?D50Z{3fwWq33uoq
z^cE?3bWD*A*&-WqMZ~-!|DA&{yzg^xGH2_L*3iZVZ5OvP>!qJlVu^!|nsMoD`Et5#
zF%L90kvs{17_CP%h?Kyr9-@uxT?KS)t#wWHRRi;(ZQ{kTGR1lY+~>_D3q}(?Jb@b$
z@S=nPCQ0TEpL0M1a&*FCXvX(m&a`~_Zd5Q9Mcmw<=0E0pk8TJe=Aj>}Pez<+Z}*DI
zRElzCR7DZ~@{j*LBOGzxS0jOkpLp}_v7-FsUEgIR&Tc+X=`!umwa83gAt$WtygU@@
z)TWUD<9^&Ao|9kF6^5K^gMwsI=M-|mO>_2%2vV}h6F0Q5Y|Pkkt@_ab^DwhYFSt`Y
zKwq2syKjtwcsUA`MQIpxI89-EE`L-C10!ZUSCFxhBa|`JUOX+_C7h_F*J#6mL+KRv
ztFk<c+1It+$a|5j!+)<b3u9nCUY_7e-1Djxvxe?Lak;MJ2QayQ8PNCxEkg&I%B%&6
zxKAjHK2*<G5<0ITV!K(TDDv!J8Ab4fVLu@hZt98CA6}sbSF$eLXy`hicSRGrt>KRb
zzOwkd*x;*L?6!WrsdiY}Dw7-A6J&zp-UDLFr<jiR_<PiTM^#7W_rcq8OZ8K>H{0;T
z<ht0EvmV34ZWBI2+=({MfC?f8+TE)hUp)3G4{n5cV1(M-M%a__68=9ECLcZu0^|=1
zg2X2&koO*>-(lsCpQv}u{8|hCKW`CmKLAqguQ3785k>6p&fh;;<bU7nUqRO^o%lZ!
z^^ced;4=Qw&lN(s;{H!c_{fV(uIJ}B06u{r@W1o@KCNGe$@_f+*t~VXmxsg3oBK_$
zL?1NxS7NHn`uBc1_Ho21DVyEr29{-<%pSQeM$G=NS?~908kl|$B`&#?n4R7A)kiSe
z7yqASSZL0vLD0&3U`LeR$yh<sj<f269_FwM%C=`dZV>gTHOt4|;-e>(SFPzUlG+uA
zTw1V3dn?st6TA=*StIzj60*gUSUA24J%8wsPU;rm|0iHC!~V`<emf9oI5=yK);T|t
zHonoicY(NSeup>I>#yH&3Kt#A?w3bT^F=}sUpE4HWyw#Hi^4fS`1rQ(KYc;3`vGDy
z$R2x>9kSQY(PI1NI+}{G`1zzDBV_#nLKU)H1$bazN-VsMsa~XET^XINi4y;IV^uyO
zKiacylU?-Gm9?y(?qnusQ+^z|vaC#<?hw3a%1`kN!W<z?a#E`FkT`?-if4r!$x`0j
zSXSwJrI!<STjUO3jP@3L3^&++-nP{;9vm_)FRvbO*Ns;yyR*#T@VRWfn?x@4<lQml
z=!`}U^Nw4j78n&-A!>~(x$hyZ6<YKvGlM06U#ZjyMr+%Cy@P%#ug6g#hGHi=($Auv
z!&~N2-Mkd}suWUfbyZq>FXVSM19lU+mC}BRuu=RI{^Tch8_9#^XwK9H5Il<%{o0~r
z+2WSZWg6=0cH7nJl>m_u0%k$lkQxmXQZte_FHQnC7%vuHeBA}D36Q(8i)tYF#dTt3
zmQ!Pv;-5#w2LR4*$Z4McOt}>U@Bu%cFWNk~YLS7X2Ch4Cip&grKwSERg7%!KkV;Z%
zee2Rc5CLY6A9`=R-nL2ZBd_{6%*~8IEyuhz+S+c~2W^O{tceq$blm`9U2-)(9Ys?q
zNoirJ@7Tx}O$eZY|D;T=KbNg^2%aMoEaHBo3^E|k9nO#k#1h_x4RoLwlZl5gWgq(w
z;^E6JN*}d%yUJI-*RbURwAF1wBo#YG{2Jn_TKa=7W=OIK=PhaZ9t|UmpEUi)m!t*6
z-2Z3YBZPA+4S+*L!-H>iODib!Iir1f)mgpekw9`h7mKW5kPJN<;CEF<dPWtXbokna
zr09*GweasG5uV_P3Kk_BBcp_v;Jk?f4^Uksn*7?f8w+u^7xWKx?`X+8)9(_CrRfMv
zs#6oPMwS+6))-1<&Z|{UzZXfngXottHqdXI0QgR*oN4Qm&IJdJ$v-K)M4YYQ{UMr5
zT{$n2f8V+HGQ|7BxmZ+EQ+qCR!i5(t{ew{|h9qkbC_M$Kp|SNPEkOO{g>7oc(kTA@
zB1konrJbh^&?Fp-wqpL?C7i^McG}OprG;shy;)1lZxunm)kR05QlbkFG`pOgJx?TA
zO&c1%Ot9vebD6xzO35mN9b^_DF>G9u45o7X>*vo=t$In#loSMcB!eqJCS*^ep*E>c
zsj$~e^&c4y06`t|AtR`6KOW(n6y7xp2?}#A2R^(d>g!amq2@D%kNXS)wDaG*m|^!D
zXmC4a1TtPUW{LZ8sMXT_MBRsdZTzHdc=?@%qa^IiJ9Q@LM+vf^mrD%H<>fO%ZIB}U
ztX%heXw~yg(JJU5&t!JlMzml@+&!U5nLrJL3<<x31)`a*bA^axoEeE)I$|wXBQ2nZ
z$3w(f*q2W?MX6|A19|l#fLZz<k^fH=w2lz+ZgN`e|A4oTm1zn2(&3_J0n2%UO!j3s
zQa}&C{Pj}2>O2*HDroJ%E2EI!$m*3_AGMAj5k7F$KpB~oi~Fno-wEM8^5VTGF-AB3
zLXr2d{=b3&kKivampAN#L$uTX$sUc+?<G>h1_7_c-<G=fl<f_R_IsYV4K#%I{CA-J
zI?RK9&;Lef9C(wd5O7=_5$>5-B&y7q|J)4shu^pr{6iwGg()zw>qAZPou~R1&iG}$
z1wBK=KOAm=q;>pW301CTT0tQGS!k5l6YsdfTTAs_rVVVSi<XkdJ0L?T3gD!tc81BB
z`8%8&n%&hd1UeR2jMJc2JzWR7FdsP_Ba!I`X{(-iJ*Lhs=fL*Wk}~0f=fTwva;DCd
zupiMz)+xe*4#**A(f=zF13sMi`;Bo91ro8cK0bJTN_u5&{C_1iW=Y$MNHp+>b+!m?
zLz+Dx0vr!uU=26+we~3_Pqw}IlU!ucpbXl1=;ms3*PMAGg}piXZ|UB<-(ho;)O|GN
zKSub6j_qJHJj7`}?9J}RCvTI_#5p%si`dp+#-Bibv$!TAK1UY@qQa0?Ff^y|);rEo
zFG0f#P5FZMFI;F<@SZ<7hxQEJ+}yVM!bJ@NG6t>>a2K9JLYN8I>M4ZQOp&En{!p&$
zVB(Sgl@yaZl6Z6CQEtiq>d$^|40Js8tVoiDPRV)!*wom${_IBE5_&N%0$@$X17vnF
z-EZ>(9mVqY#^`^T^mDe`3Z`9DmL)kzHEztjp%wqMljK2Ed?hLs!=w*oC-b9)dJHK9
z6Jz$Ta?s#c=Tqp^H5BYf#Q8?gh<4aZ)X_D|30d95EFC+Z61hYt%ZmDj2-UssKz><m
zpZ#*a!~y1k7#+{~!Pxa|HT?SETASF@<OMr6_^mEkeG`4Do$=P>!^heqs%pU(BS(cf
zYEh9uElUyhF>Ri!PW=93A1%7NZIeq4SpevsQ<76m$vT*@c0%b-P9AF=SfCMQWDF-W
zN>#*l|Mz5H`S?3?trK|YNv5+GZR_8YkXe--Y`(e@bV!TR)y<PjvaAs-bPhw3_8lV+
zXEuKh;|3U9oc>#P;kDbx!e^e|CoV`3Dm3&PW0S3xhOG9uJpgKjb+-2wEZ;_f3b8Z?
z2+C<M;p@Z>5_h(#K!l&TJ?1rGjPiUqL8HSHhqJQ+LX^uOPyQ0omB<Xg4F@?^_0<qx
zX>w`n$A0|o2STH|Vg>+xx}&6XKMF$kvb3Ele_x_IK!cEtsO?Wfin-`!QerpaHZ1@C
zlw#O56!@!glsyAG;t$gs+t)t*=0%ae0y8K;1$$j&V1QW5H1woyKc3T8;p2n|L%<9-
zdPuiYTx$7@v%#bD2Emj{`$g0B6JBxi^bBri2=s8qC1S;;H=Xe7=lO8DvIB(C=AM{F
zxQ5JS>h@Cf$A2RPD=^&O=!bJtsL!CL^>T<TH5t!4qZ$YR5OyE5IPB4V`3}AYN+VH;
z+)^PjCoJ}x(cgOKm=bV9Qho(&SBVmTD%MFN$rNBKMUd7^!9mqlNn2G}7ydmCU}`zX
zYx#{1yl)DVR>RS@D5<jpyMq%^g?5nS%ke6+K+_`az~??vGejeW^!g`3{j?DpJw=MG
za){?k;-mW7QR&ZbbF6PUtfXE<681?nP>ae#5D5hWp9l+}LIX0lH~S`2(3cVCC@c0s
z#Si)PUQy9Zpobx*u!K%|6kGbCIX5SY6u(S3uuIWpFKNe=5HuvlBE~4hC@I9|X_LQU
z2OxTK37(<#sj}H#Wx}2+#+){%N<sW9ZhNx<zsKb3NC{<Sv^{;{`}xy9s?<dD{nNCA
zi#kCif2*L|YSMd}5Vd1rH?rXxn9Tnl)RD<3OPNK*LU{<r;y^{^OB}2Xaof@_=bw!B
zJ!YpxT#w1>5J9R6c5K+BNhmM%XEyCs8sWO{U%e!@UhvX3W82xlWT-lBVUZ3JCF9mR
zy~TmdRALJ%gDWJhVB%)P({7wl&qm^$Su<*t8J^toePJ$B0M!>xGq0?%oHM7Cn3HL5
z^@Y1lp<lVU;G1=Z<_c_3qs2smxnX+hAA8cwO8&sfK~a1p`UmN?KK5SSxLr$)Z*Fc{
z_I?VMu1m2yS*$4L&tSdtSxju=iIW|P=eNF+{V#-pxA6W;yCUv>K{dn-YZaGE-HmV_
zi#CuB{vU*?WH<Q{r);)@9o*<YKQd=M8GXsEM`tD`nKH{h;RB*(4q9XXxU`a5SWKPr
z7Dl>z5a#{8X4S2XV2fN&BLG7iTpvzcxAEBwQ1k!U?l4Y=@W42&)c0aFhFK-4YLI_|
z8F<>`J5gWdJhkJHd_z&`f3iIJ8G1CpAvcM{d~g6cpCgTCOoam52V$KYx_(HUU2k+_
z8hoP#-&)`oK02*wJ-vWXPPp)hxauUSsp&`3lVg2GDmW>*uPz3(%Io^);DE;Y3bgB;
z;@Ip>>j=;4Vw;71I)aedsejiV9cljW885z|K!V)@;H5&MTuM^^-15nD#k-R3p)fIB
zzVD7((u5!4Zth5ebzt~v901HTCgo(IHL3b8kxH@w{1>*#r=yzxK&GI8PN}LqD`%OG
z?#!X<JYst1@*c6guMQ-`dt|GCoz&qlnNxCQeASo0Oq@i_SnIdZKUwN<Ax%k#nkjtB
zx}Hwe9B!czC=hy$@wDk1DvD2yys@z95l#^4H_8O}Sm~p;##-FOfg8OHU`mGkH%M~Z
zd@sE-8o@fGwD(e1s{o%TD*aB`5D4PYpcJj-L5@Fd5pyhiNur<>_JwM%G?hCK?u*e0
zl$?P+OXqm=31jH&1~?*4X`>MjSs^_Ln`4Y~stHB4Ajrp$51*x2-@(#5=p+0Mbfk5}
z4y53K#)2cR=MiGk^=?bu*$#tQ+<i{5ibVfW7<HI?{SBh9gV|~zd`6Z2Ad|~X2WIIN
zejUF~Iua?&nEX2kRK5ed$~D|C!v8qi@2&MX-hpAgr&gi&f3VmGJUEBnj04;)20svh
z_D05vfJHs!v!ZHV3DUTn475`7ImJ1rJg<x)$KMA-<WKl#I<!i`{~e|+ru+SpZ#v=N
z%#t-<Zzk6aKq0<u(lYkE2x;_CzC?K{iM5kfB{+`Q#^tAnvg5X|EzUlxO(@it)XTTM
zoc10ILQ$$w!))!jvQeFioW?lfM1dqHW3*kSU70KN-Y#FV2<TYUdiMW};~`vN6|0oG
z8*t*fHG*sKkW~}>cS-XR{yi#A;gEIG<dmFNsRUL|D*$*5w{O*r1z*TQxoEPeLFr_w
zkd`_#s#d3UaDJsVbM$L{*2BQL2)Cg>d44VOgA((eZO&&KYxCTkq?)fE2TqsU^$Sg~
z*N=bQX&5*ACENN^_N>k#C|9M0$!60?vsqSJ!LH)T;pLH3OQG5PvvwZainl10SZ};!
z&qvfslHNB#Vnkf~%(Bh_dA?~x_hi-==Sf}p7trHB>6niG;NMf=p7~5as5vJmCj*u_
z>OgbF{A6HYi{EU3l}pJHV&<6Juesz@^w!k1!#dg3{mQ5l-mRaep?i#D?s;W)z2g?l
zEHkXEE!Kt?;zD+}nMbkS-12&<=WwO@u!nAf{m`4<+19XWHmZK5%4+iA!g<m7^`XLY
zU^sv-qOae9B5a=DovRx;>}wMyWxtJYs=Gxe<6b{Vf()bnvu8gl))m`vYgxvd#)}*E
zpa)?qSAto+{%g1zFK*4%0@&?ZgX;>X<}HG}GQyVr+}xKHl&CtD(E*#d*6M?lf1rDB
zw$Hy`)rwE#`2GETUpPkG$Y-wT16ldXJ0v7)K?gI{h_-q1bQ@%j@~M4Ha*D)`$*-{V
z^Wx^$AH|CwTAIHPL%GI}@F`OjJ9(^hv)#4NkC4QTPIx?$)RUmTeyK-PtE+VO^i&~D
zy-2o$O3$l`Il|YPEpDa{e=b4V`);;2ZOl<-UVx2M;ZpBq4L2Xg%3Dmo5!d5qAM9%o
z&E+R;z@rIZ_aQRQRoPl2JRJ;x!yc@8bz`zL%z#ErPI7QlLO%&Sv^*4Y(B=7FNL5jX
zS@h#mseW66tyr~P7lJoF_!L!t_iI%+LlP(8vS99vC+S|Z#61>io{|gmaasubVd|pb
zlx*xoA-ze(^KfOn-DZ2z6$<u*tMzsGrZS<4LXoz_gpR(gy%y@k{7aXEyF1TZkl~<{
zhayFVq?P#VQLEwGA<oqplVoZni67E&$s1daO=4Oq7M91Ap<%RdyJfo!7p@B)YeB!<
zSv<${YR$RW^T`?2>tk7{1Olgm-Xz1*747_pB{s`bcp$CEqeaQcJb82d&-RpuiZi*l
zLm_caKPe{(V>O^t*SUzUGY-33u{$}`9$6oE@+YP|#!lsiBk}g&`9|is8M{+~zPrv$
zjFi4OV71^c|Jabo3$BsxJ^VK8>e^mzix5(EODT_=N}$}WVSEgbNiJ$NupWBA?u5}$
zkft$cPy(IRPvinL|6)hVUJ2@rJkGRD9)((%D)y0VH$+q?IXJqBALoB5S>B?LjI&Va
zwI~MWPy&!zXJ3C?bpJ(a=>ip8p9tef9{a#GjM6U2LA&EJQt_22DxzRDnV}q`FbZ_l
zPrZ{`U5lay4iH73RVS_yK&XBi-oX(NjTyI|j<^u9Ym13!ni@KrZDbB|q^5+V{?D$9
z6JjZ}aglFQ8W{4h7ivq#is*G<W#jU3rijx8$D<w<_2oc>1$@8OC7AVLLN*t;zqYEP
z#$#_SRkRu3P%6IdQ?-I!v0ZIhz1x*0-s*z(O{2Ixjk2?KlfcE4riGo0`Ax2yJa-pE
zIS!CL5SPn-S^n-^XHTMFneq3^aBsI()V!2hmXqD0PZb$YUGC^Hxa5oEc};0QHHRP9
zDrR;O9nwelv1y;~rQtMomC<ohr}X3~t|aZ2$IQkB!}}>EKOa549^i}#YQ`qRLJ+e|
z<ow)YGt^v}UNT6$5rLIXGaUI-)d7-Xms<^ZfXgHP*HT`_d0)!OQepoj^f<x~-9|z>
zT@L93^fjz}TAv9AU;TmhXrC4^mpQHM%z^VK-mRW_>oc8x8mVYw9N~6{_17);T|+%x
z3X?;0iPngme$~1uS|>n9@QSE3x+@@p*H+B`VDm5lY+nBUA8ek4p1;mJo97CmUz)Zf
zy*mK~L2ZT?jp@2*imYRwmro5tjOEjMk0!77H7L;zHB?Hdf(`UCXiaSQW8xL=hSQIV
z58}oj@CYnF&mhfXi%JV$K|(w;V!C$q5BE^x7W_EO(-G@y>2K?MMqQ1sSCja(ysYxr
ztuW8JDw+%HM9ArSsu=-IVv0F8<IVJPcnAHob$E+y;jxFZrzP~$M%~6}27AzRGpbAF
zu$2~-N_VfcdDz3DmW<@V)Dh<Vh?Ia1XPK#I8d)9cuy+k1P|#@%nya%1PzZQYr*{yo
z-eANRyz2pf=JS>EcaB8$mW70jY^&ungeT#j<YNu=YAYQ_+Z=ca9L%JK0tlC2bSPG^
zrM~mrM?|(SWfm1iW|S6YWoAbcwHKE#TOVvpWFSK~X{Da=fo2Sb2yx{EW?*evEG)w2
zL_UlCVS*){ITuD5c19a24ad4t?<Vb)uUpBH$$Eqw8gY#Gf`vgP>T~%v@==g`kR>Mc
zOQ}}S1r6sCLm9yMgR;y9a5Z+#iSGQMOk9x8e{e%y=t;cv<K<}Iw$U(XI$zOD<2+@^
zfQawvZ&x5&8Xl4}tj?jcZS_=UlQL4MPRRP<f8Rfr7gC;J6V4Ymi>p)Q|5%-U+Le6@
zY2V&#aon7ctRXq%X{HJH3vr;mv7^H+4_JSx*!1C&3lW>c?&A!3!4>ERVFkvu{&JF~
z$?>?XYF!LdZRucH4)8xIpN4nb)~Jv3qqnzrEd=aKRxJI&QjMm3u=c_#l!5Lps61eQ
zLrB~IcP%k88Sz9j#+;aBoV`gOxpRtX+}HCY9x`{R<i`zAuE>d!_4JW38id;31a}x}
z?A7dY+2IyH|5~qA9{oh2)G=#7ty)kqIvQLIS@SSnsFVJ;pKgqISHBTHKw8j>EpT`o
zpSdq~k<;+X*#Ljd0G&^`!zTp(s8-)V1s?{`Nu6b`dzCwULVu*H1-0CegNB|AeIiUJ
zyY$CLkX%`HQ|naNfe|{q(aqu(p<(V;uKh-JOqTC_V`vD4mCBQ}8>dd5HllC1ER2sc
zYQpNV9u@Ct6p8@*_K~dDt~(@2$g<6)Ez26vOD%^@Z|ZO(qgUaK5MQqB0~*n77MAIk
z<~4s3gUZ<{kIX~qR-ZX5I?kG<P%qu*c+ut?|7^=fKaFtDe;~<$M%lC)<=J%;y6D|`
zC<l_iy>qw?A{#?)q^D^GhS1bl15Tna7LdmMIjLuRFMt)j)R9rBC%;oUX^0AKg!3;d
z)C%mK^s?9y`lECy#9MxzA3N4r$GYEw@k<*N>b*XG8~?S;U1y*6@XKRQz2U6XVRSSt
zNs=vXtaiG|bZ(_-`hd+=wSTM8{B+rEMkLwz2kSwL#O8MEG-JJM0Rmf^u~l<^yf7AU
zpVx`ff|s?K)#pC&EAx){`$`^EI2<6TuzPwSzi4it!5{1UFK0E8FkpC?$3u(@<I3dB
zONJSSTu+WLQx8YZx4(uSIHZ3Rkz(0b2i~8~@U?Khr6nwPW1ut5onPpbs?h`t7#DBI
znrpcsa|u}5pgZ)Eh7Syeqf*OPN{ANg@ohlniaZgpPRC@OZwKb#kq{P%Epp-<^ra%Q
zk1pxjI2WtH+8-R0Z4f?rDA1kZ7%ZloYidK64QMm`njUC39L2GG{h~MDHNIP*6lDHO
z;in-2mH5*^J-PUY%WD*gc}~1O#5uoICUAH^oRJ!uulbtUOIo^Q0f`qjBbV@=OOOZK
zCr8_a&vzLw?%v9&u(=1QG2e$WbVo;GT2@(xc#jJh#|Oe+n~kzdGJhyC_YGlGy){@e
zWZ^Xkh#Eb6PU8db_Gqj;%~o}<Pm1Al0|$M8#|7f|0xzWms?N+zD}+;0SG+5C-b%S}
zLK!EGG(yZz>$i-Yu5)^IW~K?`jbu}^s~n<(x+s;hLk{m6m@-<EG31<-^Mm{txqNWx
zl8_uJogg#;Np=z)u_~A}ev)V}##6q`Y@R3oVsR(Y;5aFFOU4m*2><aP*IrQt`VLQ^
z$4_KsS%F>WPyul-xKz_%DyylrQS)-9jy(NxS_eCW{nw4c{dr`EuMjsfVl4s^5bQ53
zUJjWra4U=>(MtWhV)XQKq6e`<khM~OKii*&oO*G~^?;*AL#%WXX3D-l_FrfF0Pi#a
zG2r9lkj=Y}*Pd4R1Q?L_|NJ>RD<8cJgWzfL5gL8PxC`LC!2-Rg^_y0Nx=*oFp+q_G
z{usf(u7dPYS$aZJ4t%BLNbm&CdsbL0H?gdd13tOjlc8Cd^B>QxCI2NT1Qm~f)?3~=
zI_E5QJ&j&b)4u7kYTafE3c`)BIya#<j?mPAGz_Ef%jxZF!55g;fjQ}E_T(wXuT+k=
zsytV00n5ct@e7x`Z8aNrue&8{k4y7b-ENPTIG*1)4M(~aHZ^>gSFChZ-zGNYv-}5-
z`{fp!wM*eN8dPJ>dw%&!1&2;^Bw4XG&5@L|w1K)D9&lZ#Gp-Rm?=gYij;B8Kfb=NN
z(RJFEHS3D2U0UjYlcxClwXJL8;X*+!1w(p+y|qC!F4;mhW*<0?-p;D~(6bdzInFWc
zm_L1xstjL+vf)1$)UYOBzqz-lj_c}Dfa?A+*YaFX{b=AO$~KG!VY^%G@YYtw0^MtG
z)_XXb1l=pI#NIqaZ?7sb9M>K8Q$@6CqJ-fyY0P7v3&xjvkJnJu7|OYsRPkRCs;B-l
zf{Wk|>=q5Kg3bX>)a&-4!>JHM9-G1)p%TuIqPH*1hSpH&NkPN)AnRgE5*BL~wCQfa
zBngo=C`EC>%{9r;OV%_>yOk;-^+gB`C=N6BGnixCJGEgJd9G#*%}JH7K}T!BVoUxv
zh+?Y`Ee%yOSeD?9ybCfe+6|%u87!rt4brk|a;^J%C%w4@QHQh5tg8xjEj`ZrvCH>A
z3k%Xc+H_na>ODrmXP5WM<O%;bRZ`z4<U^d&iy>rs`le3#z?9A<#VX9CzUGCkiLbI8
zm=6}Z#1F>TL6uP+_HbM0DXq;o->ZmMx{4BK=P3kNnCIeXuH>I(=Fi`80%aVKBUqIY
z4^$NL4cvVu-RPLPo+ky7Hc?P0B{JP=H_3}n)_&O6<;4XuZfcU)ZGC>r)gWX@zLYf|
z5;V`?3lkKu*)3*#wKAb9Ri^uK55sDcrN8-u)fxxi>*#LI@ySxfw9@umWVXpx!ie|)
z>|jp{F^{9nNAW@V<i~569%hK`f)V=*D?)J;DRkdaH4qJ!+bJ8E1b*}Sj-SL4BauWX
zrzGsm%Q0KzIR-@6NwOF@(#j5)!#OYT(wzIP(5|uqrBgt}nTJU85$975-6;5X5W{B4
zx0?cwy#q&^35CU{6l=t%(#KNgqdku^$M##d)1CU31&ZTRDfc=zFMq(^1UEK0Yj3~i
zIq!BMCfzb~j^V_upWfn4qT=eir*1D`dz7ZcjO*g&1TH15kl0HkhqZ(s=2A$#dxy)n
zoknf_*%_JX^x`WR{FYIF+LVd`0{U}bhd*eoc2)g)-S9l3zaYZTkL>a2D}jM)B?3|@
zn|E8}$8_H~$h|P$<V1ZZU6fm1=+_p8bu))Bjt5F`j-Qe=j%QZ5{Sg`cqgTQl<_M(D
zyrCfou6)*HvK}-@lDUOo^6Y-HQeLKP=-qy>7(htj;-;r~Fnk;<)osKHkvzPrKk<#O
zUG<;G`jQyLakKPDWt1r08%a65tpW@`IxYBjkYmpUzRy8<i9q%SyJ2kBZgJ9Tg_LU2
zZ_3Az6xilH=N>~;`0ScG#_7(2&2W>CmRp79(1Q;?OGnRvVr9RZ%I!Q1=lY@d%DF2g
z&k6a4C1CiM!nYRX;QlRVS2pY#S@}4|pHSAw;7p@^;$hz}mt6(2`aeggE>(IeEkh7|
zY_J_rg7(y^$L-gfR7AmP+JtA9x9r33_^xSKr|KG7-@jp$2Y*p9F!p($HWE_{9us)%
zd?wt4kgDW};#U$L6n*CIq8m|y-(byn;g;qYj^i4psWwH|t3ID%NyNeQ%NYZx-$38a
zvew+3X2A=1x|d)=oJbZKSjJPyT}T>b|BY$gPn?(TiWb>0UhSpEgXy<}9i`R6;jN_F
zT(g(1X0A0lN^n{8Kx;z{uYgN7(;CmJQ@Y584vNmEx1XLZr&nC%W*An028lfCjrc`3
zzTz4hh$WLH#@z8o0pV-sz>2xk$G)?irJQ9>GoxabYY$O`E|nO2qiZS6w+<)!%&W`A
z(a2}bme&D)&79qh>M^u-$Ho)#L$^2X)s~!ue!fUk(h6n5I0{Duw(^LpsBbT7k|AKt
zbs{2%eP|6w0kf%3Vd#xYQtHTB;*k}O&F;t83*`|{1~8A?r&{oWbeF=t7=pBfjaJ{O
zwaQl6cOAks;r&&^ja7=T)bK3Q(UzT_4iNAr_fjeorOXYO1c%0^(&HnpAOzfRJ6duO
z!ig-#+vhkq^;-ObkSe&cxJE6040Wb_%xK;Ea)>E$;&&*v80*XjXTT=9)i#=3X@I5U
zLbu*hs*PT`IP`UOHjMAyky;tEQOr5C>EI@w6<Nfuo4`W5DLur@$7g;~UM&KSA}lsR
z$r<m3=<fiBZ2;u-A%`La7<<NbFrO>%n@r&kR$u$?7Afm2ZvlvJy#CWo96?mLn_gg&
z#L>mq+1cCK)i30%xF#9vUZ-Dg>2#~1euR?N2~d<BL$p)v8Li}#=lk|ZSlRR5>?@1n
zLG{VgWCe~oz9I>*CS~mS&ZeOBF+r4Tuq%cZN2w;2x@a=_4fI})1>NYW_i0wGMKtrW
zQ>Y#T0TZ;e;&TQPAb)yFV;mF<tco%Yyf7WUiB0kKJDx!50G~h`ohELv+0NK`I&o}E
zu~QF&gx0wK;BVRYm7o+cBm1TI?(G9!S>M6KgY~CP1q_XsL5sRwF9p|iCnS0lD)v>v
zyH(fwBra$6ESSF432V<mJLLrr>Vd;&;<(x9hF`XCFxE`;R5wQX4ZL*~+xhFGORt2r
zuPNPu4CtfY-RSxAubaNXN4vUGbgj0eTSNHTlu1`Sh~N4f2K%a}W2_Nx@-h@5zx7_|
z>$)HxjmROz6CH)r=@)3qeyW@8mEOuOXo*WNn2ak(h%-#l>x8Moq#Zu>hLufZOc0P=
z;B1$orBlLk#vtK@C<89)6=R=6UiBsumpuy+IPyQx?;UKuq{lifY_!}N{`49ZHe{b<
z26p#>(owRLI@=X4Yz5)hrZw>7J<+eEdtR-k^nlWbK5;?hRbAm_KL6{4zk!pJ6U0Dd
z(4P?PG7a$@(3f#ONwYXuR}X>A(D8{>?2QjQhuAaXYeOZiB2_Wg<o+@#I=UFT3aRQc
zbXiN={9Ndd<go0`+?B10>H(llMveoKp*`(*;Xb7JbsiJ7Xl<F?W~GGSK?C+#3HBlM
zUgbLWoF6E`?Uoy#EBq^A=EI=A1#2hk#kG+VIjoJFBu@1NAmiu*b|6kZDfFT|s!>-h
zFPK&kd$5R?OFH)*L7q<3;}1&+b`JACPSaGmGi=916w-x`eF4jrR^c%|V5yJOY_!VC
zHzxhiTt8&%Y*;OW7k%6E0%S3{Wj;Njzc2|s@LkOEF`mjsy>HVr(w$f%F*An~=7Oqx
z(#MDGqKZq>G$s%8h~M>=tNSDWj#Fgrnh!>2<2d`n@MSUWWCHEI%rb4qOGa%XRDBh<
z-ex_Z3D|Fi<f~gYoT!2^q*gERWYb}y(!K?!$d*yBu`r&ywX7J#PbTqzxm&S$gGt#l
zJyVg@om3m)+-FDF4wW+JfTK+!nkiBhgTu%Yyq@_ey#d<~1>uJ9Z=0>VOu4a27?(ui
z_kk`$wenr@<S}g!>GbjR8<Zy|>Wwm@2PoBkRLBc{G2w>e+(xj0wA2?=QL410vq=p+
z<~#`$^V43g)g(usS;1lSn;jC!S$7zX0{{2!i6Qs}!lK}lI=Zb87DvsUEsJ`^YdRzX
zp-D_02+5Va#2MMmkrO_H_FT93sK;%=u#=DD)s;Fqn)qvfws*oNfK3aNOWi&&Y3meB
zbt3KFz8ve!<RpS22<}sI(l6I`JZ{5^W5O&y(!t;9To7ard0L?qvZMojs#U=%55}N#
zdj!`$Tp2#Rr(kL2gNfV{bRFxj9OP9WW<&Vwv;t!oBUtm+IxIUT@X4Lp2clrB!2K)z
zt57NozP71Hh5d7LQIY_whtgq6yElJ-9>)&x)NI_RdI1^Yb^FxN)%!JvJw96y_c?P-
zr){xisW9i~wj-oQe-HOV$lYh|v^gl8m-}!>3hd6sTAZfPI7Q13Y3sDD&w&}7N}dGF
zmQOc|ulukX&mHWWmoAv$d$$`az6od=hSMANk?fkQYzNK1E`P;jsNe0UfAsUzvR=77
zO?acOueF`Bz^VHA9bx&I+4MSto;9VLgJr?`{Dca3E})Qb+7xi`T<_=R<2knzS5?ov
z7`aHN%~1%|*2L7LxZ%FK4cgh$5P{@u@@Z+r^X4!BtbC-USDdiqGcnqvY@KG?!!Z6R
zuWkXGU0(Pp&(lq)ew3h5Md`UJC&eETFAqLmho!L5A!SC3(=6r2Rh^@k+(^|}j}@zv
zoH&Q_=(@D*ZUnh*cM<caV#hVE#go;Tu5c-qodol@Z|sG^fG;+qj|!JNGILDxz3iM7
z16nCj_Zd)mDDe+RBp1-9r1bmdLg!t_PVAtMuA+2}YuNHI#OaX`j~h3%!^3G~M3n|m
z#|UE08gA942{(-rIN+KJrup{Kb6sq=ZYIJBld`zpE3lvrKFRmeaQwt?@N}2I$frR1
z`5d?_!Y;l!0Fi&^8Jl=eE-oU(*4MEBd-LYutYrmT(riV^*C@e`m>v--FqMe0`_mA-
z+PcsU(YLAb++>~UOEqU7*F=eOV&rNqes6kXz|J~WH(ygWw*qp>h{btDzxLOhXVeC#
zjk+<V&2zPg9Zu5r?cqz1ljMVk+%4KZEohP5&AR21ydK<6OLOque53v$)(pXQbq}@(
z>ermVG!@%GC>R(XbW!&pVtX8#5d%;o=1Gn5BmD<yth?E<@1G*UFuKD^pJFnuaIr8^
z%{fP>5PMI!xGrodKftSP>CQPl?6tpL0a<HA!+{@A@xxipFm>rM;BcW9cgp~?5OW5N
z>o$cQCEiOy_Y5==S3P_mNXk}Y^c7vG>)59TJ1fe;nZ~;ux)0A%YWdzt_nC!=;es?p
z6QqGB5uQ^t`lnsDTsL29A%t=d2(FK*+X#9?%~{<D*=7rVQ20<>(~fle!WwoMIl@+p
zOjhD_;-dxfuu*U8UG1%?QG7}eM=w{z6#5Cm$G_`GFNF0-jcYa);Qcn4FCCvZGzORi
z;IVgU@K`)tQ_KC62J;|oiF?9!LJrLm<dOFzVaYU42~*-%PQEh^nNr#tus{(zCXEsN
z$WHCW-#_c8cfYMHZI23Grp0D8KF}NqJWE%mzv0O53XJ8^ij+{naR7q6s4;5HQ2Hbv
zw^3GE6W^kDwL!%|>9h(H_++pilf&B98Sg`opVyH<pG$tefxhue8qu1Nt)Fu3$8b3B
zGkKGCWvSO*%!{g#?`UBA4D%eb6`Qu3J_p=1A{5yPltS<KsDM*vfnXa)W2rbH<BY$9
zAuiAtZ=(bF>TZaM@VYsO&+(~jkMZ$fXJc{a>>PTVix0q&gB8Yf4oH_-GN!Es+i&LZ
z=i#-6mh<^-9X>k3ZgDs3S~SCn5>6s1ug&!WsWw;jBQpB`8%S^~pxlCNF|X5-I!Udm
z6}2?o!ui?Rqt6C(7|uP6owMI%)c-%q-Z8q)u5A}CVl-)NwXyA_abw%I?KHN{#<p$S
zwynn6tI2b}cl*5GH^$yS*GO_9YtDHd^T0WC3mcP-^GFR;=@3HXf3Cu?yl*$vmRE10
zMkC3#5wbyJ6fvb}R5q$O^d;1(zy7)T^Z8$*Vw?b0RhD}u!_~F#FAC;2aRkHhUP@{l
z|7>lQdWz?dCwk>VGDLA23cQQ>9`3{0@hozIyaNWSO$s{8OzpBd4c3J_d@vP<DXCus
zZ>tCk=a>E3Yw0b&Tvbn9H$Dyw{y;a>rEMY-Z!ms1YH4Y#FU=&lta~_Nu$<is*Zh5>
zHXZ?wXc-%DHXFvV&Kb>i?c$=5Ro6!u5j)q-u8QUxMVOY_OZog5VcqeHT;7Lor}gfN
zH+R^B(i?t5&M=&pgzCZ?mA^{Uhusp2H)lM%r#TEO)tK(DM^H@mksmno&7#A?REyaW
z8qtdhF-jw2FIzH^^gw@|p13&MA8FQHFJYR(%O8dsN`KPZv0FeMHe;D`;lRh={?$#9
zE!)m66Pc12nNe)eQbN{i1%BVONeoI;3e|uVBTPBd7V=eOX8jmbxSaBq)40P3!7p*n
z(}Q%$X>cAh=4?E>F@2{5!{t*D$TNfeV6ijx>0VbBokGUb%rsVC=KI=Wj?6Wgp>x`E
z-C4{m5$wJokrccSFgQQ<3g9ZP->u+9G<<a+9G;d}Epa0&P5#CGL0yY%AKz5hz%l<j
zVQ~SC`m&j52fQ;32R=p6wNA(WmJ*?I|2=%o4~&{`%62MdBa5IA5Fn4C>oo^0U>m~m
z-(5F@4jC$R6FV6#nfD)!gJzQSY-34bINfzicTLR!$F83;O=8MD>{MesM$Lp!GUhug
zTuonCWe`K7!9$w5XYhDk>Ep7yU8e|OiRV3Z4M-MQSpP)Pm~FilmK_>Ft`Qy_T263X
z^*`siszE#$%NCt8y6%k9f3_W^Y<U4a<hYs+n#~3zV(un6?*%ZPW~KG^yA)}WNM9&l
zM#Ja}Y9*ep^Jl`j%uh-vGq>(~-I4hzph)EDG-PMGLS)?6=53QWRkED)hLt&QoO2ft
zg~+GYx1U29(ttDiUIqtKDmN}_HeVk1$x(yYRL<))5%qnY7Ae(X;KSsrA2!_;0vU<q
zd-<9yF`Xismo-g$Gg+-0W(JnhQ(5n$Kj%QC%4$=$duFMKL@yXMGf$hA+xYERLTC$6
z2K=5Ng}(1N91Vl;e#lyDo+f^IFYhe&9$D+DWWJ?AI9v}@_I{)xr^(dBakb|JIKeX}
z9ghMZ>CEZ2Vo+23vw{`lgw;^m81m{+2L41WE!<9UrxEc&j@XjgoaC&eHPgq`TwO9L
z>J4rs%}*n;&8SIsCg1G(rlkf_t+7P&>7jgGaSxA$)NkheG}hBBDJwQ;wTXADYO)(l
z60GXW7w5}m-OElYIV<ivyhU*Id*fO!#LfrE%58`7b`<WKgPgmD%Y%#X^L^h_s@p;z
z7Lj|xLOGSoDf1qZTA$2RD@mt4*k#49EgMfQ+Bz(&yI8Qo%nfenswSPf9l^Zp3T=1^
zGXX)Y+*$9#L5{GaKZ8LARkC<Gzu3Rrmab^WwJ=}$T`X*j<a8clIkqS_i6=^_a~=7*
zM^SN_wKZ<E-=lN2qt>2Zt~#lY29uc>uk$DBzDN{7k}l${PH)uDiao(U$HgGW6%#VS
zUt_mc=yB8|DHl;4rESj;E+?auNMUxNOD@$yBCohuhUQ`qX3C@GmXX#SS10lo`I$}G
zS0Th@vYAQ8N|&Q)XVtPM_s+lvZw)1zpLaypUQ^jjA;<EdUC&?^AgOExuhn1WLM3<Q
zirjAaDwtU{7qmB=0n5l+vBBb-12)$7=mjcv0d}vX@{R8|1bpy>4?mo(r%%L5J#%yG
z;z=v20B0TAhqY|%PJvY3exsO6A1@F&qQ==vE1E770H#nz6PZAc`7d72eGkCv5vpsE
z@~ji;>aXWTfd?8ZCL~^g^Is0HJ)Q}m%YvD!)^$mN3XqOuEIgAd$}200yU4R0#&9!^
zoQWTF@51YC<t{{rEO7V{iNspwFw*Y>xV=jTl&;*GoqBGp@B~zv!I5uuA=Hx!?L(2+
zQ9nkV>VBQ49);QI-OQb7Fff|XrMjhnOAUjVdReYN9ON@xcQx*+r)j((1Hh(J3_FyF
z0$RnVRzJ@;Z4NRfYXa5>k=zt$w*Zxs!<FYNftKr(G>n1ock8RJXz!z6n9L;DFq}dh
z1;USKSSpC*p=WL@e?jIG)RfNcl*s?w&-mdp=eJgYv2+J$@qT8v^c-L8{*=Ee*y4e|
z_yJSbuPn^U1VH9#z&LCDT<@P<6?MAdle_P`^iiFFFI_`rX-PuWT-0~B$#IOAe;&Cc
zqx)F9dVg+zb|WqBPDQ~1x{xHk`6B_7TS5P(U$DC~y<>i?WVGQBz4gV}{c<|jJ|+5r
zW6~Dwg#AhElUZuT4P)o0>+MV?_#cr}sx=q<akPM+!i9K#6Ix<8T5H&1Jlj5Q+6HyM
zijr^jN<DF5+)-b>-(SB-4Zr#P!ru`T_#BY&@wDy2{k{<!lRcqhQ+JTL^B98SPyoFA
zTtEm>Q}ML_<#e>=F$hAA%Yu;Ox_82q%J{=&=I{{#uN}71x+R_dq?-ZVB3ol;qu7(e
zjPB71G=6&x=8L96m4WEe_v85&sO+Mq#>CJU^Cc4Xr^emUfR|vX@eBK_Bil{$6(_hW
z_p=&^b$R9!26l;FwZKK>S^`z;_bH4wDW`5Hi(xNUjBXrzml`jptxvUwGcQ(x5Y)!u
z=Crd`7U1zA;;vVvSdNb-aajny2jV!xk>~=zZq4zFX^xLx+KMmdEY7r!hWb*oS#(+>
zr)8*g0&_{DjMqE*Q+^>|4hNahZi-#bmxJh?Cts;f<S5#nN(byi{SnYFEz9XHOAZl~
zn_v$Pi?c}%G+Qd>=giN<9v4ecmOzE8c1D#X>!1mlZtcdJKbV`C7w3}lN6Sb*wP1#o
zHaoSTY~M1c47SWlwX9=1UU|84PFnNT2h$F^3;^wdkO)POoUP15?Q%LDzFT1V9F>9|
zWy!J)F#uc&ze>a%o`Hc){jmmrHMpI8;cdbuy?X)sxjK$#(OSB@Z1m!Liy9(6SD`Wq
zz1!jCDslEL4)Gu6l;ff+%sfp~z~pgfC^db*-lLFq7id7)cTS&ROB_I)D!dHtqEI+1
zr<@U>|DZQF@6|UhD45W*#|;Kv&zX-8s7`viR+HRYcWh%cGwgiUG$jlMS{lLCrgzsP
z>Z4ZtHQg;x;s6BWsR*VzJ*#*;qt*gdb*p+_F=AsJ6*(0`Yc>mA$b5r(^?akC^Ii%#
zc5?GD#SGips*&X+iP_<#8+l|H*cNzk1Fm+L5n*<Ehas5xPWqiThw)+Qq?@-{#w;6`
zK>;~5<Md15EVSyWzx)1Wn)4-)6N`fN#%`%Q_V&vrwtL0`rk5otz1PvXM#9B6_sQNP
z=HrN6>jDb-RAzqxdT;LAkHJ)?TVZxDPfusw>@zl5;|ek5FENenY&`@!EN(mf>Zz?u
z(WS1SYEPXdQQBCVTOFn4?sY}hJ*SvvtdO8B?(al_&}iI!FXFVvGYg58TRk30cLLUU
zaX?1TVoX1V_P1w5W9CK8)9DR8qoy)f79`Qwa|C8i=Rkf35r!AIhnjK2NK?{4#lSWr
zjl|~Q^TT_FP&sWb7`^YtGhDNu(W`_rC^uY`xE=rAaKwP7I#Q=TB&u5bNqqBukba+p
zfG=z+>__mO*1BH-<4-}(0rse*lwx!2usL`&6x7nS8M8ZhmAxogQTYOn4dmvJVZ(#W
zUl!0x@7{4}Y{Hx^wNxH|6;gAQzZy(?gh4S$)frvkvQ&wQo+L7&GYpRD4Ro0ub${8l
zEJ$GzwiT0#HnGqm;_jkb*r1j$UgN(|j3~{cz}^tKJymSHGEzRSp=8TIQAfHf*_pT^
zHOHT(r{BfatNrEv{5~iS&?F`f<mE#qMVS7C=ZmMUdkg3)LtRPjSCc2U0{Yc>5$Efm
z@CM&&pHhQpjx*PG*750)nnG1*$mby#P4`_?+7qHj<8K1ioUWS$F7)p=UrMH@<&kM*
zZ||_xQ&O8V*nJr>^3r>RXTT!#TcOS4ePZnDZS4h!R|a}8DRNC82iCnD3cYQVPL2VG
z*qqBMgnmLZ8d=fwPF`29gWjVVH%KTk9@s}KYV^1{hKX7n^KQ=eg=Fu;ZekwH7-goL
zh)MI4KC70kJXeyI<66$94tDBvCR_PlY8wWFO4-izB4*;KkLNZ3MEEOLv%bRWOs`G<
zv<@gqKzbguOQyE|`m68(6N>a)9xahPdY3?deE!|iq9qfxXmM@~(e|R(?~1E{4|HZG
zu8aU)6gh}y%V=_MeN=fh9?jCZq5rPk`Wc$|*#{!m+F9XoaMIbv3j!jWq&bhMKF@@6
z5RNUnqXG!jhOj&hHA*#HMJAuz$WYgk?z;IThwP5ky?r_$OolzEvAk5UFzeLNbyr;y
zTNFAQ?OriZtl4p$RlI#VXmoolu7Qk1;;O|Atg|`JK8Mf?8Y#+6jW`*hH!fsfk%~fE
zRw1#7bS5^%O%$5m2(eYcw{QR!U2On8OUtk19pQ(F@u8L{J@HES3u`P~EBZ=8<$SNp
zWrq!xm6o-7ov&JVMW~}ckV}Q<nSyd!VUzjtPg|>{WtT}^=drAMl3KQd+~HFl2>1k}
zt#Q_botN%HCL=97AHrOB-$my$8b8G0<hxnlmhopYTPSpDDZ8J)Pfpv{@@jH0=_cnW
z%!CCuACt>%+&U@S$DyhTlAVk9PI^!5<Nkym4~=8jnMV6?F#3FY`of;*w$=KAed}ri
z97T1u6aAT5H^3^5M*)qpv6w#wB<6w4>TAYYF^;wbT<%X_ww_ik!@{&GzMeyjNm6R3
zMzMhbrF{=8Z0Pj>*VB>|*40t8%b*QmlSR8b9*O02p_Pa0AS$UDQnf_IN$s%5V!9HE
z^uZlM(Xl~wx8pd_Nc+vATAEUe7sVq$oU{XNJ5e`g_4`NN7mD8Z$m*X<U9c}M{Ozx*
zn*e(}{no9QraZmx4zZIcO>N$1N!0!RCB3-@cVHa*oZl^WyUp4qlO2M-&ui(Q39W~%
zi8<{<hEK3+%TR@)%5z&%Uvpk9SnknV!o#P-sGT&{CE<UivegcuGBK*!_}a28rAN}h
zG9r9xyOE?;$kbvoU(4Dqeea8Qs)t=@b<Us=tJIw{0?P&vwxYBWU^kPBfr_)%S?QXF
zvF31q*E~78Ia=WM^43->eZ(L_5h^RqygzJX83&!bgEU<3NB~QtAwxk9V%+WcRk5L?
z>X`T`4a^@#$V;Ld#-C*{a>(eMwF<I;_viPy#8ZjK&AyZIPk>DZ?-~c3M%tGuzOXje
zrfB=-eUIExi}z`+x4eU5CDo$-FzH%NM;|Uw`0lK~)&rY;!%JWI9MV#pkzSsao?TJB
zJT`FXY}!ne-%ms$Ho*Q|0FgGb>6T8&Zn%Dlu)Fysm6WXAt9+3Ugd_h!OO=2F1d5cv
zbFHB$R$qohVW|VPYp{#0=QlMC#&d1c9{E*#vr<icX-cXinGscKky14Yny<$K0y*9a
z5<s`t-+FjcmMDv8i^K+^J12(x(jl#z3$|dhLMRw~=BGf$&eh%DQo{gC!YXH|y&;)~
zI3i=j{h0I-cMHZGIl!^*{3@OKo6zb5Wb6asCthyY;--QljKu*8l{$$<8V@(VqtDp>
zS;~DOIt3CFy6y?y%0RRu0mMFPP|_?@Y~6>(BdQ4&&dn4^MUp*EK()tKrmkV^E+5*c
z4Bx#Z93lFhYOYFR_iF1mso!E6$&l1715n>e^nG##F3)3*?dbO?2C^#&BV`MF`dPpM
z7db2{Ag3no93|a%;qTJW$GD`*9p(vt(NS4cXLlATTzwl-eH>KZ@1E%<hTrVAC}5fk
zT(xDJ7|_<2+l%8|?QEq+DSfUkV!5k@fV>L{L^T0$19axjH-qkVHWTPQyjxxm5?h^a
zd`*Rl*gOgneyaB8?)pEEIL~7E0Fp%hZL4JHOGsi4@&0hTGevCn6rRa|*P0dl;PP~l
z=bGLNa(XGjJ=#FTGSoP7?n;O~xS>MY-erlkYh=4462#W#PI#{ZrSCrOPl{NZesk$t
zB!XRP+nUhbd7<55yJ$SJ?yayNuKjY_TC2ND8^>l<<@IX%ZL`vRi6%|B*g^)KNeC@O
z!lCM8y8a61Hx?y>S&TZ8asB2aMavS;U+wXaf|&YSm6_o8rG10CyvY>_T;W&p(1jDv
zh$pAfoIsI!XUJVddl$~2XJoOR6J6afXJtM~V`UDdye{jaKy$lbrsH4A5=)MkFS^al
z2Aze;^$LK@SWNof4N+?HfZX1ccjJ4#*St8QJ$Mrl;zvalhPoT2Nul~~BQH=Kb&P;k
z_X4#sT)aYVi`Zf`tsHkXB(UNAvf`+bniGxZFdNMUwxRtF8{)q^Qq_DOMdYX*9A8YX
zb2BfTUQeu}2IO>b|F@3d*zE)#M)Wxa+(DH;gh0?Wfqm%K^!tL~QntO*uFDs4Cds%(
zuPL0V9|-I%Uy{ONELhFfq5(c8JEmkt6S1m+#^jO`6&9uRS`$jF<J$#67xlzzmH0NE
z%@W#Tv)atcouk&~JHWY;)RbEFC=0h<$eadE3}cfjp}W+M$&jNWohhWEM>wjchTI^E
zSVG;OcfYL>`=>d&td<w8KK?qSy2_M^?e7QKVY_fqL~c~0XrxzvSea4Zx4<oyg=F7&
zC=$4=QFq@CTT6HB+P-2!8$I?)@rvs$a`1e*WdGv!9u9m`bSPjnww2^~ovWd#hPrex
zXY?77q&Lpiw@Ft!Q{uz%mu@6W-6eR2#>~vMRgGeO7po<`-AVE@aMA*2!U*o`H~9i9
zbauN;oason9Q|eS#N{Y>Zh5c!n4uy0oK)Z$b>)dETgO1B>;&qN*!|X?8DmFkW;ONv
zJR;&V$22(MD0lJ(fgi$`jjLf8u8a@bhi$jF-#!j1KMZXmgUm%;T8*rYNo^8&xA0G3
zUPwMg>1}nJ4)0hZ^;`oa84*aewjYHqYlyVZ`K5BWTO@U(>1<g`jvXszS@ce17ABfS
z8%lK%D6yl@L@w7O9_Wl=))RsC5-Y5;%!aj#m}K#A=OsJ!KVKr146T`13d1VA*RNW;
zpm*Q}44&_&5SP5)mu6md2ynV>s?u#)LSZgm=lT=C+&{*ga{5B1s!|$ffZ5Y8#4wb=
z*Hge-i>?m0;JK}Dlg~XN?x&^f*17GRM<FkOI4w?UrTV%)#p5NgtsUfRNIQOe_TL4;
z?BQ<m2|QIw_w}^qL3HfX#?U?O=aOy$K@8V#Ia*A)-BwUD3nOB2<(DN(n=Kc11~XrP
z4$*%07}Yf7R|67%*|84(*)n@*GK0mH@(C#{$(mKQ^PbJ+&<DddcewwOeE0Z>o#9LU
z%K9%6n5($f!k%D!2TH}B1YHi@E?!75sVE;GNPR*R=>1$8?Zb7dotVTrCveed8K{kq
zABul|Xp!nfHsfQ?i5Y4nmCnR`rDNF%+R{+>?5n_*HV5solRB&Xtg(=gJA1L+ZW*I6
z_sM8siT(d^ULp!;+rA1f<}RU^6v61mXE8+p;e{6<yyT#5(E)a7`Hy)kTfFyyGSVhW
zVrB?SoxqD(Swd5kq-7VN&tM}=db(c(K9wzf58I|e6LQG~!9E;#f9lXiG@z@!Xs$#_
zir#(MMujfPiR}16P*Qw7=YBa({MO8_Oy*m#@Iu5Wt1+=~^l9yJxykq0itUUPM)zlF
zwU>TV>}#eh+?ROyv@n(c%G2H4&Dv9zq+(U(N>I+Oi3#qo4J+LmuX+Nh)tCOm(kK2T
z=U>N^1J*a^np#bgP#h$H@2@Q2i$Xsws#Vyn!GDCD&6soNm-?A+c^A8@LmFPKGsO>i
z)oH_x&wZDelTjvJ33aaP*zQB{X!Dn?b+XvE>P#2v_9;7IaYUPy)tC2=wFoL_3h@~5
zwWsc<#<zpX$eEH&68BGc*f$?a*P4p?Eg5;KMm7ja+l~rHUsjixax^vFC=6{hk?zC4
zdW(ejI0jsOS?l)N_DCJ>r7%-}NP3BS+O}?@+=L>tY_9LCGw|EDxAYo|YJv7hisH}5
z=nt8V-_TB?il`4_->p2R4MVP?98xoA##zpO+0OpToM{fd^t}V9g-8K5vMGt|sISMF
zgpq;kX{f^9)_FxO|01^~a18PK&fU+-=o9P%4!ZPtSv`fKF2lzHQ0deP*Y0<t+4i=5
z#68$6LbX+S!}Ikno%UZIX#%d(?(P~NuiL7q8uYGH`XkAIseKhmS<Vt0+>@0Hk3zw3
zCYZadEu-UW3gB~T?7Xcw>g6`?({f@Mb>@vOP{f$+S%s3Gc6!D~UjbLHHUWWq)YwLN
z<i{{Ixk!9`-wxCNz6d=B?GBa(nx!EdoyL>4a?ov{4V9xW6n*tZX$KKL38jEgdps9P
zKAKx&ysBA<>CHl_zz)Qn_Wl<m3y|Dsj4E`hMuYb0#(wnqx<7cx`QoOH&!|c8erO8C
zkORgJb0J&itrgSJS!A3^sII+teM%fl<(7=@4;cQnrV66Ohxex<bIIdNP73v-!FLl6
zUHcbu6ZgYE0_S*Q($6M4P~{<EbjwjmVpqHLIW1ihWCYF{FhAW4d)&I-UF`M?P}MWK
z;SF)(%t{=U8TQ0T;&-QmMIDod`W|-#7Oi!BB6oFc456SO>4{@^*2>>zB~k=2f0thC
z4;#l~J;?u&42!N^%O|MD1HD^#6Br8!N#ICW@P7FdZ%lOUBwAgBcfh7Ij0!X~nCjHi
zqRS8CtzZ`~%@9z=XLors^ZG`#_e?;WTSa=Ux2Ybe50=P8WtG$h`|^muwPp(O6NCsM
zeV0@#4HY(Y9gCO`JEFnt^(n$DV$^Z1lhwbVp?(x(`wZ5O?$n0;TES{h*bdRi;A8S~
zypSK-MXK3@eZ{eE@cyA_xTLrrZXTSZ9$;YKzese<n6Hi8-*dLyFI;aeCWvTs!vZnR
zv_Ah@<rq0x{cZgFmfE7-jf9mLSoyJ=&Fo^Tu=M%jHrp>}mGqEk`8(-mm$4?IRUb9S
z>F}uwqabs_ixjQ==o9EO>&u#Z%Y7!Y8fo;$6yZZj@ZXOBa6-F&IC2cG+54>UU=MVq
zF%1iw>}#DXmZB+Ls=q5Mx)PJ$`C<8Ld&oucsw^3|-soKsi2xNmBSjZ#&4G%Z<wtZ0
z!6eUj%ikeT(&`TF)#@c2c82PMpj9<5ugTbLtDe|ePb)%&2Qev%dGOyv>oW~l|5Q9&
z;ovqeOL+;(|Mn)=#Q}X6<%?@;ZnB#~dV5CL|ItxlK;DEOjU_~3XKEvwuts?n;I4_u
zeD6Q>$KSX4p$v<IkEr^g_FJ<Z%rGkp^=HdsN4;aaA8drb-}>Jx7AAbNkp)*&9-ei=
zZvkHsw7!y^-RPT>J$7pW3NGBl16oK&o|n>6z&Y9*Nv5cA*jt#px1w36wdYt5XijLn
zEUw9x_7bS4lwL*>W>mh8X82tn{^K$S+{FU&LsnLX@ETH{{6o4&A$zU|<;GH}%2V%T
z81OgJ5a}~@i$!Dl00pY4yi)^W3IRue>nj(BJZOl-;Y$f7gI{$gUI~R4z7<~SpbM!&
zOBudZENur8O_HL4-GUKCm|#~$!E{4|(J}FNVWv|Bn*MZiz441o1@_?^<sz+_7>qFA
z$l6`?L&)MS=faY4>OUXuhhOyDt4GyFtnCw1>;#gL6L6BXOvYK$ohaX3;AJzCBPO24
zTsSNQpBDivwqG|MqpB0V#&F1@uMLE}1R>x;&?&JLN;kF*xXmLYahGRmq9_HoiCG~9
zQn<&=S*sOe08S&x*0t)gwj}^z&j7=l_M6vCFWEe=mLEm7md>^A4j6cfa*CNU7!a=}
zMz41LL;$DnJ5+Jrb?l>!d%Etjv>AEn|75ufApI|DN@}W7Z%g(jNPU=i&K7hxC9L@;
zfg0;lpM%{caQ9-7oV)2K>>N5lLDOV(byb_Q#FlQjxi{{cua=*aX3&m)KC1MWt=V!P
zbGK!H+gP{N=ye1cUx*RpzG_!*qoPa?JUlXx;s?F`mnB$Rco}iUl6~Jv<dfD_5L77z
z!??j^%xufmAyoUi<eGC*KNxOL!3o2^8B(3^gAzDIbDRr#1LIsg!}F}c;e@gTNcKs!
zwLF>G1tg|+ah*oYmkmmQu16h|bIL|_a-PYkG;;rNNT5k$0>eGVqKd$_aXp@%xd+1v
zOcMVXOVdAWIC&0!z>mjLKec&q30<!^HezBU@A<XXL`IT8@zA5@Kj4v6-QBIt722Os
zO2J{({iRMw%~#&=c!#=H`!VnuC3rR-_VPlNQI0m{N*r0AV3>$4Zz4=|DH*lmXKteY
zr6Nzq*1Z1IIpr>?p3r$nLgHxiFq??<Vdn&|ZcP=>pQHP149>rV1lQR3guh~cl#A@!
z@)T;(N_XeLSloDEl!VBD2%mhf<5Zlx(%mhM_~|$_$zH`j&PUWd3!-fFiTq#C^ug{$
z1LQNYG1+pe_GJtTP-fCdvqBEUbu8Ty3o>Jq&Kf*K?{=k+K)ot45mg%dy@BN^yP`2X
zywC~&rpGO?;C;nM(pTb%CllZb<Z)N*9uhfu^efHAiT7dI2ba&ndQdFUYj(tq?~c)K
z?nXBn0k|ly{D@N?x0^DNNuZEIvuk`vfG}-+4EnT?Ehs*zmQ$cLF&H1V{uJVM?3j7X
z?vJYYyzp=C0WiTGnEo?R9Fc+9Tzw(gW+_<fXBa-iA#~`BXdjp?msLntf-$qpgE7<U
zX?Ti3;c_WlZT$Lz=Bmucqb<lItZUqu9<zvQYEm+biW3n?Hy<wP2Nxf{FDTA!_ElJN
z3w;YkULk`5eFv0RmEf3GwFdTJgV0h{&NwzZO2?#XgYH*EOI?1pH?uZPRgHQB11SU*
z$`7og>QE^AFsA5sF5Siq)RN*v*o!CzY%S{w3V4+#mALGq0;uipG>!qV$`wNDi13Z4
z`t<2POk3I;4gmJc&-N<P%p#7#xIh0eHUg@|H^EnH1Mz%Gy=!AV`6+pIGW#AC5}vt)
zh;(!#4WmqiUsanV=%iVW12hSaeT4oA{z(Cb{<bwdlJ)t?6htRVkbANG_V%^^MUTEr
z_k|;-t5?VvaW0Jr#p#l$pC~pwD66*G`^?&(rxL4&whYE$ZBhRM`R^oK>@22Y#3h6x
zDb9+Rt@ye2ee0G>2BUW<44<<vLaH<bK)?LZXgl=WVr%(=-rNR-^>LRIDT<1n_QWSx
zG;MKv&$P$COs=q#-cs9F9MMyyOVp^V=4aNUn!GqQe0ofeAk$`94K7nW!Xi?#zF?}w
zTEq8`-vGXMnNINs|F3%h-!g0fA2R`=lK}eP1xdm89dZ61oC3(D5=qZ5U$U7mB3$uV
zy1z(N<Nif(-I}#jr+d9r)Fnb^tkSY92RfUB71-M8c+XymQY+e2OlCztbfP|)jzA69
za?Td8cR)s|eQ*23?+_xYwpq@We=&<p0Q32EQ^1ewJ^)d~CX}6Q0<=*=REud<PPiFv
z@?(&v+&Et5t6lozp>t@C-6ch)KtnMkI|-#`4|{Xu1vjtB3g=J-<9H)>tPn20CY)u}
z)-4h$S{IJJAVvD?j^^KrRra5%AmmUS3nqQ<oe|+f){J=dQF_w3z6erwmxOZdsxC!1
zcOdPONfoP>P)7bfXh4&8-A@+GxqqkAo|68A2XKgep-UsBCI+V)bJ}_AZllO<Iy-VP
zjm6--P52+h7qI36+&qB#2ypZGMYU=4*Jqj=Is(B?ZgM8W=FR?9sO?2w2jTL$&rkSS
zx*vkp*0!PPYVv-9Vncd{$2IiJU#wF9y!4tH+$#dOxmb`?{_9GB4{Rtv8HGZ93;(|e
zMDPuPNE#YX>0sHHn#cv^Ro#rCoRg=%Y^Cor+D89%D={!$`Izu()_Rbe(_}{h!W_p^
z`q3p$WUR5+ZlA>h5os8Mo4mgtLXzN{5J>}2hKpl{zSx;qVqs|ml0Z+1(amLbtqLYG
z?%1d1I^@=J*tzi(=5*lhj9owzx~aG*@U;3%aPgzzr4;jO!NY*%Y6e%^Q~baXg0F7c
zqX3ua`my7E`Ib#HD&W9?3*YKo7(XP@&Fb6+@>sJ(wymgfN$5Wy02|fYf5E7U`a{We
z@`pZ9gAzVrW55;Etg|D!ZGdW<<)Zxgl0)u8V>hg#drb$dAUu~a+tDpU%9x9e5iOT>
z$dq>)QP2HNtoB1GP39}MgUf&i^^k(am4~;f0~8J#l;q`$*?r799R1we9aka&=mc(5
z;T$#JS2#sMv)@45TJ#>ZD#p2P!XSL6^0~{poDRLWV$GFmE(t<)rjV_clo=~F>NkQ(
zl8c?>_;dEPc?rE*qKZl$c+Y+zAY1drB1K^%dG5byv5xC|NwE;aH$skVracaFl^k4f
zman;@KA=a9@hy-jgkDrewXH$hbPUlwQ7M|N#Ra<ye8keUib{(qVxXrQ=_FZj&OVGQ
zNHs{vAwZHy_wpO#9aQ56tSt+cy7QF_HRra?$vf@6w5h@@erdM?(fPb%YpN7_K%ypu
z(2NoT(h+8N6DuxR;3$lhQ^_*677#_c>aypHQzPy|^_-<Z_e-QrBv1&_@`mK9t(qe(
ziKyvB=U}?cA|X9Iz_;CKL572yJuN=HUagwZ0NtK|(0zXXhz>VKY}cUG7#q{S;L4I+
z?~JR)aJt8N*^qccy&nMRRyGZ02*SKnM2lb|O=!|@L{w5ZOkEXZeFUjSm_;{5ec-k3
zVcH&=fw}N+GV6CSvv?c8)7JX`q8@8OjXrap3{}l+RlB)mNwk~cWJ|w6L-bawTb!@)
zUsLS5ddx?TP!m%j>sYMCz7bbJ0egBrWrh@BVA4$`H+O;oxA#g7FD|B!OZ|@13~E+?
z3ou~N6T1a=7KWY`lEC2UF;e`+?8o15aj5}+pEvJNOkDW$WI{pWOr{wX67=A($j;b&
z{F+JTn~J!F;!mJg{WootTBSx6+Ao(+7HC&jvfpN&@tRu(WT}Xp0t?bg1j*I*Jc1Of
zUG{>eNywNntR8byzN%NFsmHr4`m~`uQ83-Tfr-|Tf1NAF&17R|C>)r5nk{J*4US-x
zBQw;USv`>$*sG7hd#Z4V8l{O@6a9p0lWhBz#=8w}g^Ul2`0~-zwj+t`%5r5~Iq#n6
ziBGmec%iB8XeoX(CT12f)<rvK$J)H|Bsc#`lQ}QYs7m-xyi~UH1{$WVdFFoYp0UB$
zO6!+7A;XY*MP(uqrpHGo1OnnRd6X|zO5G?Sxi@<th&GC{PLh&VlJn0{GEC7E(EBm~
z`K5<bZX3yXa6qcCgjE5Z45XGg$QZu~K_x|t$dn{6nyQ7*O0Oo<)0h!8W$nNxKJuf5
z1dr_Lp)bY{YW5&^-2w>V-(j9##zuRTg+bu7{|hVSSS2INhh8C>=P|F|$xmVD*j&WH
z3XMsZS&&te%i!+ik@E5&HF{WE?gi4*#f!}6uPu#j*GT3<EyzD6E9DP@*bpXMQqKeT
z^TjM=#LoDvYtICqvGLdMD=NPL%i@WN%q6zc(Mp%_v;MU(8>hT&NK|il+9vhu+9ua4
zqKr-9ak+3scGz-8W}r!%Q~3J!>$&#=sXxNoXn}!u6d>nf|DB~+`UIi?u!Dww2N3st
zc|71EeZR5@aTz1Ci7rHwW5bEbBs-ukKW0!wU3+oOm=U>0rghmW7AwYzMV5~TPL2uO
zZ{)-Ryl4Gm3vT-hMS0#DKu%?VGiH|9HzYtnV~zv$>S~O*`@|Pq{D=D+L@chXRbwj(
zX`;XMZ{c&B^pm*CiX641O_M=EOQRvP=`-dJcDFkXm92fYo$ug{Q&XmNDfu7a>3!q5
z#D}kX>flK?AKM$>Fqn_S8wN`+<a7UHUvl>It(p~Ha+D`6UaUwB&U<~*#=QXPrsJDm
ztxpeR%K{E%iMONeHkNo_AH-%&X(_+WM4ARjNCnyF%Axeck0_N63?6^p4jIi0+`eSF
z2SLZh7t@VbS*cI@lmrMH*!47h;5X-5O@E_Oe-L7lVKMI7HTYgRhRgIh+bkqYsffq3
z+*Gi*35%VEcW%~=r(RN<;0bM`8@7jj;{VX@F$>)9=pw-2^aGU*WW=3}K+{QY2@*Bw
zRb~kOtXVAQXS~q^l|}+o@1HaU#>sVb3phzji-4OnB+8;k)0D@8inxZHX*7~;z0EcP
z#KVD%KF>Gp`m^9ze~%~<ihaXzXLtkIH>9(lU(9;JXs|AYK`ab}rUKZ)Ea8Ye+dl)5
zZm&DH<Jh1|VGu5-qRS0B+VWfW+YXI^0V_poTLoTi2l4(r;9y8z>4ciZQ+N>oxyIgs
z;4P@slL7v2`zya-DfsmxIhm;C961qTkp~sPLtkOS-k$n|60~!MJr#X{<<)Mf4UIj~
z{Rea-C2S7&zyu2JAt*gpz@qFmXSSELfYD}vQv2j1C5I#GkOx3+6FGk(w{sE=sfanB
zi_%kOw8S7R_6gIN;7o2uz^vSliAKiLx_s7*Z3cgFS0M30@e%AAkK9z|o@HEOG6w^X
zq7ke&<cKa}m0jPOz4?~mD+2svM;rA6Zz!u+5eFo@9yTWG@J%!Qhw^Ci5`L?iKUn!*
zNh~s*{o+1d5z*7_3JRH&LN<}d6FZ6&68Di!8^@(o3Dtc{62D<@Y&qN`{3Mvw=BYXu
z9}9w_i{ln=%g5VommcNRQ<@aNYn7^jHu6JCcCdV(nlp4AJo-RHPzB&O%h5k`982uO
zxGcWT@p@Ab)|wj3n=xGAUH1Mt_S%Zn>>sSjH=q;vSF5!}8pRiS=UOn4#H2!NsH+AR
z5i2buWaLI=@(9&GfDG&pzxdas!`a^)|A6IBnD86e+JAq2=cRSspOb&x<#*}x2Y<zG
zez$TB_Nu+nUtpFHP_0{5oe1FXJ_IKYZJH(W@a}N^Ic^j_0)79D57Fwj3j6t1{h8fw
z&S?vdtb0XB5#c;{A4!dd^h%4&X_Gk-qo7%R56Y*fT4U}z<f5gE3~DAO@urjPZL|iS
zlrB3WXCjOwQU840wgbFZ|GC`kw5-FIH)pfTki-3*r{Y7J5Yz3H8j+`1lGHYlSmR(L
zM^d(wvd#4|6ClfrRkKx5=XgJVKSKHSs~e9JHZ*tUPYouUIr(N~YoZpu`i@zL&1@Re
z@%}g&z<Tam!1o-~oljkl7fi@r4oaGd>BQbVW5I4Uy%*EKLXiO}m5E-ZfJiY^Q@PEC
zWTV_PVXqJ~Cfo{5ny(piJa%~2s*s&X*|=j5RV#Z#u1xvJ<|O)OrL*9Ct8@>J<Z;HV
zYeu8QYiI&WKZGr+k!5E0q4d?{3C#xcC+V4+Bc<9tDBFiiAQP8cjL=rv1W*@EAZqrP
zCB+8TnIlsW`Fl)8+k$ZC>}6rW<1!%4rp#w>Sp9Uaf9~I&3C`jn7A_ptY^G&C{d`{~
zEB|R3u!VJG&V8JlG~wEH3X*4lTR8V2ulD7*HzTRm$lHK;zCV64fDF+y5Hhw-%8?`S
zL@hZZczRL@Uer)KDBJV%!z`u~TlXo<Mo{gnFs}A(k720uY>`0xYqT|Tz3oLpjBR!q
zfW^fvspWMHsqbRV1mcOo5<2snn<UN_t_r*yBK2V|(W?L~)c|`eTC&@1vr?W{&g~PE
zw=2O<hpyxNXpqdS3f~l;IqAhQQ6OIc;2RF^-*zIjbY9QOy4@L4B&@T1<WR3C;@v(W
zQq3CFSY373;PF(2_3W5}*8i!Do|fG9K@$rSlI_^t>NJ7&qXTLUu1u9e+%U9EbRSpk
zQt)*+TLP(@7`Y%iVCjlKFd&&q{>{NPGrfUW`zsp?<8D(^p0A;CSx00TwlvU?;$zah
z=%kdQ!O>f|7yj0ijJCM2ck6}V0i!z1KJ_`bfF@)FIIsjDeFz~WPuGiLrgHdf<?;`y
zZd?f<UYk8ZF5`4nK@@wUWR#W#i&9Z;5cvBAQkf-y&f#VbcvFPqdg>$NfVib!hoyBV
z|K|QI=QmfCF_6tGi-24kuj@aG9$*<DeOm_9DR(k@%>7}mVIhBKyhpOrN#z{5`oKye
z<EABG|A*Sb+A$WHY=8ABMnd7D>X~dF=gzmpTkHYKATE&vxvsvUxNz^CcLs+u4vGa{
zKdcY(uNg~WS}jICkjA~(Qu4;Snu^|ai$rlO9v=8-AC(rchM~zI>&wY2{L>y>`tzJl
z4u*D_pfy{y+F$$HTF8f#<-of3U7p}ih7MAS%nr0`mG&y0L(GXJddv{1p8C_s4t@RR
zUKGNE8XHspaftoYN(`AztbjP62mzpD+@OEZF-}L`d_4H>dcgiy=|p`Je$!pra%r^*
z+RZC2aIF^yB*;a_qPX(3nCbqis5yg}0KN(&b8C249*D9HuJ%x!ZVXJB_1~}?;jyb+
z7`d_*(_?sRcH&ZY9!1LD_B-y*BST(ChtMaN^aw>|_mt}|$%w7Ym4hse79Q7sEsAo`
zZ$;6F!ek7PV-~Q?DxXFzQsa~89%tN&kD!yRl@og0Jm85K+3j3Hb19lB!i&#d67T@G
zrJ?QUwZ6(C#P6=L{6v0mll@-Zb1+)=r>jsPOFJoXrc_aFG6gA%qO+#>5-zn=4iIT$
zF<IBM=a3F4>`R~z8Mz20sn|?R?*30RSYfRUI9k7^^q%xDr4<TrQv=_LI_MT9+jZki
z68L^H=!*LBX006{WXeZ2p%rSAKyhB}?2i#!+cs+7ft9{j-RY<gvQ3zsDTGp|02yQ>
z^YIJIaru{J^rl#Uq+*dmCl0d&_?(jM@%ri<AnQ^v8$P(vq98x2s066}8wmo`uO<06
z8oxzt2tNe$H{a(F+)L|dXH^W1OW1C07j@qhkKngZ(e{IaCnYC+tkZo={z{K5P6k%=
zH-r9hvZs>Gu15)u4RYQiFjhB7=;0%?KspU<aOY3*-f6TUI+`Y`VF4<Ym^Be`$_o^M
zU7w%sR%PO`Y*MrX1PJ7mHhzc@SiJAxYjhHRiH6`qhv17I`_7ciP{$4uVzCq+qU~c<
zKr_e8yPol$kkvvZ5a%;LqlFgBpBHf>h<Mw~*GKv^34N+$YyI?bAP_3*ku9{4gtvwC
z&NVfmKa2vOYGF>Llr|cWtEQVbIG6DJY72~P-8NRP)4-=m^V=mOmWt_vnp&eYU|&f#
z>5Z*Z6W`S$yfTLU*Qz+p_qr+;mlUF3^t?J)py}z>68RxkpO@(+_&oI$#MU7pqQ;ED
zl`s8FE8R*9bK|=gNJ2!UHSWQ_7re$QkuS{+Qisc(fkj|8YG8Q40Bsx^2$G}VQzfKZ
zK&lA@mx%~4or2MZpKmC%)AEx<6*EJV03l0V*3C7+!kGMGk6C*9bu<?D-xlHT2msK^
zR>ioy=<g6a&q7_TfjYgb0?(L(Ar{Y$vgn`E4~{G^i<JvcnM7xBU!gGa$dw0~nnY$I
zvwY-TjQb>`XX1*(#7OFts!ro^_YEP#<SntemOBBzs_{i4d4Q_E$(j+9!BqsK0;8A8
zfMTs2sWMC8`&W*GW8MP65#pmUtd8_sdG06?5Vp3M2dK_%J1Y4Q5@JO7cCud?t+!iv
zA2RL-f1~m;m>9=*pD^1!ST#n+ubh@j+J)o9PMOR;?@s8@9-EJm=-b%XCi}tc9}K)l
z-=?6ks`_JmYS6>KQeB02O4|Hfec|bW))z7;=c79P#4eYiZp(7?((oJNjsY>oNPUcb
z)M|b3FI2)H?mKa$gZ1uKck_{wI_KvQPLt8AX8dRVt!yoX=(ub|1Vg^#QMd<j5}A2z
z+>#q>G-?U5QD2NV9`Bk|SO#Vv;WpKS1{iaw_rE&aeq(ksST#<N7lBvNCud1fr{&9h
z%)>xHXPm*|#h-_P9*<=2btnP!pLsNhWfBKF8V;eN_Y1XNq(SQUpIe3Rb+U}cXD4Y0
zb7hDYNe<zq0QHvZuA@@nx|5J=N*&H77U7b+l(cH%JHJ`N6vxS@;%@v0RK6}<H=eKP
zuMv5c48nBCF_}yv+aF1gpPJgaEC1-TQlvG;X_YI3`ctz!gy-z0omT2&wrg{-8<p0X
zyU(tQWUtot;cAW`MaIXBOW|W2wS7d{nyoOZY;mGU{A-AmETg|}R_OOe`m)Q%vejb)
zxx{URVLt40bXA5I8lpzPqo4XwP7(Zt=@xKbG2P5a459cb$PZ@Y?d%1NkFlLC$%|Ac
z&&Aro_MHM1f`7uNvU{*s8EV?zr~k{JlkB$=D#!Y^KrfUs-U<BqSKk0Z!GkZayrSGH
zB0*RN&pUX_+fyy2jpWh8pwP_rwY+{2;^=Wt!ME_v+iO{vzmY$H1W#TJ;%C?#qYch`
z2XVU+rCI%#W4ahX`-(s`X|iWKx!9}3Vve5ONA;QkA($b6sCxLl*s;H3l9c}2)n6s#
z<l|e}#->;wNJMCg+BqnskazFl%!^d}z9t-x-<(wpRV-aYLwi#mTWVHI0FY8a(-sEh
zPMv7hZLG+Z8xE0@){OcoC_{w#Tx*EtAZpA^C)TG<z9YI$H`4oUD94H^V&_{qBme|j
zmv`4$gx4BZ`eaK;a-H*5YL(QY^&~b5K0a}7i-6RSe9_>@F9+GiG)nH{|DaX#cD&<1
zrVn6wcYoWNJgbjqV*#lgGXtymUp4AI98hp2V#@5Z9wuJYxV~#1n`=Hh3!QE$6PlH}
z`r%V`JE5)V7rtx{Dja#IHwQ6$QIi}&rH>&eJkDUdaorKx5SrMDdd5bs9pT$CV4RAY
zty%7Kr%9$wPI+ErGDQoY%JNEclFlmjk5r6+e&eTEtG!VlA?_VmKuw%jSjx$d;a}bv
z%RGC&eHh2|nn#~!gke=O)WMsYmV)3_h-#Rjs+$1$f}Sn)=MeePDE7A9xq`G)h6eky
z(bBoe??y}e?P_H_nS$kCUv!Fha8kGKI$gX1<UftD-j6nw>}-SGVBE@nk%urdUIgqF
zn%G{$Slu2ay1IDSqXsRg$=Lh~pzFnuaRd?^N|s3UH|G5f3lmNojT?%k2o-q|?oy?Z
zXrg!d47!;$qqsehv6lS#Nez*k^rMJQT?e#0dh@7YwbZ)b1^~j|6P~Is7NSYeW@@iH
zW3jV;KViG6`3x!qpgC2I4n4xGX32wHC2yOy=6K1I_zAnU-Zvnkr$F9!n$=ymxl$Y}
z*2#;UQPYTUa@LS@F>;Rp(iWBI*!ey@Slh2R1bLl-(UUZfvAn4(-%MEao){sgP$;CK
zVPUCZJ%BH=@OO`u+6$iMG;{_u@z#+nMo$|+BPU$(=;8ljnhS8=_GI0Bh$(fr9COAk
z<+Wt9Hl6ukP~cc#-W`FOVUzQ@l)XHSw?n72NB$wJ$@7188rt!D6m+PZLIk_V=+reY
zgkLH0c8Leb!DLy#<zVCv1z5AhkOX+QcJot2A1q#P^Q8&jr_Kd26!5wf082_i2k|en
zDGk6CA6Twz<r=GN4Ol0Iw2Jf<^~3e!v&@n$8_g7k>qqkdEsDW50V?s}{`r+yZ5VUC
zDkgxuHIyu+hKsOK<P%cNy}OTg&HDvyYvqD&G|cJ*DT|%mnkNK^TqDP&pj$UpT(GcW
zUN?^%#&Wod9HmG5oGn=a<@k|}DFTX$t#WUJEjDE^8ax~DXu+3k=@HRi(A8-ixW*#o
zf~+#8p`U0h0I3OHu;4T%yM3+envXxDAC;V1NFHQFu4N@<0?oL$7Tz_LO;9vLJtb6M
z%^GrcDAu*8&df_tKmA2ZEAYK-v=8d57@nBf0(q_g^0Jz)1hBM16K;2_#JY_c3}mK*
zQ-rSH?)5*qGMRArVEFrG!6W@19ptabvPMBlN{R>p-MS3A{R;vXwt>``S)=6|DlsTa
z?HoG;Oe8R~aPVgb!;lT%EY82n8TdkIRvfr4hkvnv)OVr@?Lgh%jp-1ybeWG&1>U5Q
z^~vsU&@!FhpPiD(l#~A+Pd={ON5WRB<u#I(h8=tH6a8LySb-tzbEHK6pd4@8@9i2l
z=Z#J|#pQw%&$_VP;E-K(k87g^t{Q;@4vOV5hun6CfNs9*><=GvEhRnEEViEC(s{2K
z?v&*|5J4cT4e%Zr6x#4)y4L;QTyo&svMp<4xGwaYF7+^gOzp4yO_*+YwW3fqdVo4h
z24M=Caq)fsD#MyFUMoun=y*~kQ&WSk<mgHS7CohdfJnHF<u2>9Pu%mwE$#$&v8}@l
zA1F8s#CIjB6OX`5HlsTxfDY%2JfazbH&QL51@OOHs)efYMigjk;X-{*=i$jj%*E~c
z)h$YnKjavdUi~ytJs%zl9>`Myg;{a0O-o8}T!K+v|M*@!ioa989~SeI)<m%G&J&pL
zeuXluf<%s19H>Ja-w|$iAko%CKR8)rU#*3zuNXbU>>-pyB7nn{V2N(?bedzT@;Nz^
zveS5lqh<;eZ6j6FQY}f@0R)dYmECmwj=}#p*l=DAK0jpn-iWS(AW~Ls#@g-XY$WT0
z4*;~L^KK`uEL{pfv^yA3QlLVCMd_zW5&{Hk`)`fI|2V3(^ExkI9o3&vEm`aVXiw}9
zL-l77Z89hN*)mqU)zAU-PqVhv5f>UJUl1ZkkF9<&5SFYi8rjwnm<^rHGkfP-Qx<O4
zZvFbi%od7%%#7VhkYs3qs{cVPPBK$aN?k8eI60QeGHzu*<uasdjTg|7q{B1sBe4^p
zBMDP&y17xu{t-Q1ti7DRtteCOvNbG2AK}oD!KD*>XOA$M(5+QV(*m*$Y9zzIj3>Ah
z>h9WEbZ0=$IP#H*SRIZ<>=#&z#h+o}1Q0eW?fhUpa))$46^k5DM?Q#NW`0qM(t?T+
zV0!Hu?&pGAYIwv`hSn8pIVhXIfoXR(Obl{YCKd1lbAwvgBE7@@#6D&(IfGo#a8)Z;
zVe)u{`jU<9wudP$e?a1&m=xeF<9;owrif}<^Y}v;OuL$v)Oje6XZc@QCKUB>a!6%H
zPJcv-$nNJwv7f!QCNcL1HnUh#=<E$Dx9V=g&&>y60rLs}`iRinZ#aiIcynjYT>qO-
zEr3?@zt;tp!<r0O3)Yrnu-bZuzPnwn!p{?MT1MX;U8(bp8ELzQN6pE}I66ctt(H|G
zlCZjtBONDH*W`lBx@^BTiJCVETXZ3@n_t`UKEW<33TwP{j9WVb?3O|!J~f`&;Bp9$
zs`rK*+5|&=ZZtp}>=F3TjuOv{#e^t9W7N$gU2+S%hNQ;_TDA;I_Bjd>MwbN0C%-aj
z$`Ezvr&dy<S3V75?j*%uII#H*o1HAjG_sOwYS~e4C3V!np51-qdc0<exXop1v)h&M
zcf9HpQryOu9`l=)Y|*(~6i7^V&!-)zj6HhL02-kr4wLXey<Hvw{DLqdH7on!#XwCT
zkeuB~u@Uv>5Z)=>N1%1SIKfwP*Lz2^DMpp$-?n+M@A1k=-Uv@X8_s^>KXJn=w4{Fp
zZe<0O49x!vS{8hLD}&p71i62~J-`Qr>9?i2pk;0g<Ik6VZ3__jrt7dHJ5K4u=DMr1
zt3?q0g{c7_$nal*Yb;y~CH`fo*ifdL@h9>e7xm<y{C`nGzi)>627qY}#*6UZIMSe9
z+ur*=7kn*1^8&Cc9?FXBuCi~xwR02E68dKFRO4w(?TrN^;|A<4w!a@Q{FSJDk9yQR
z_uAL<7H{N<LNlFDoD(Umgib7-_tl`67-GopDj;mhJg~{2%k1MbpwLe`v7o8YNqTXi
zrXYWKEl=8`r96N?UPdOb^Th<WGJ%i2Ta4U}{|Hk@FSI6=JYVF$y(15A;yZi87oa~F
zM8AsVmgG#!)qyx<)E2}1F_+Tl-buY+efmTAub+1T0eTGYHqG=Z0ckXm$Oy~L?vIDE
zO@Aub`LB3Q8tmRQm!S~OEu8rPxd{m=ez6sQaOa2I1*%;)E}K1D%k{yXme~P7z_y;?
z%$FAo$$6AXs*qgV)mSjn>mx%KUs7X2y5Pv5RRaiiq9BZggET(f5HUmsfA)C+d}&4C
zZ@dVW$}jW`GtUF!LHcEj`wrz_i!{$%vj3NUIkErt%lVheCMYbKuB?0ti7hConpgc)
zxIJ`eG~6=;-l}1qzs@aw#^M(|U9o5VDa2-bw>?MCtLFbvJ;t4lwe+=zCbvV3!(RUR
zA@BmOa7q1dhZoKV<IuNlB`BkZsC(#sih%S1l-%itrmlf2fHgvhqLCh-w#2&HPLtzk
z8JdLT`=}}xqb3urB2$y*lLqK?$-@%UlJ0vRCR^XVP*E{eaQJBkB&gkVKubw*2}nK{
zMJNfv$qB{;40z2Y@JYksRk7X2=p&P-{1u1c0ia6$quD+wR;A{XkcrNuk588713HKG
z4XN}bgmbON_k(>7v=-N`@`Ko?{Cij{IKNFu_J)riQaL(-fhutXU)5B`Y&)O+<lZSj
zYus$~O3duUT?pKg9w?Eq>G&K=1UT^jrKgSnTpG<I?*e49`hA00qQ`vi0lnz}ku%~z
z7cY!W2;nK+&PR{D!7SIDL80wOK{vQr-D*AazQAAh0F#<`{NE-up%MQPprt5LMg1{k
zB)X~U#*Sm3gxt8l7XyuI_*Yxu&8^eoYd5v+BQC#kSVu3d#Ehf9B?&&Pi4OvpB8>?f
z^m!gjd|d@29GPNEvdkj`y98uA8_W5KzSKxBZ+fR}#Q*4>-DT1J+bNCvW&7G28v0O^
zX8x5H{|S!#sdj>u<DQNiS_@gS|9^&|CK)F@F)@RIsPO$EBQI}5O=g1pM{a#T?|1&J
z+37jVh_Vv@KWu$vK$P9uwbI?)h;)O1v>++n-QC?K-6h@9-QA6JcS_gL-QOtBIY*!O
z`#mso$KKak*IH}uZSudZ;eL~m5`}-%!)3_C)hG#FivI-t?}^A6zqm?N>{{uVgmhc#
ztWHGg=pqR`k^^I6Ap^VMZr6H~TLcus5|k&5Sa@u+pQ=Q!*o*>pmNLv{2-f{Y>EBn#
zvF81Ma$+hq#T|qBT0n$-YoipqG^)SFH2S@LkZ1C*2o1239=;Z#rxrp#N)P@C5o5A$
zbXT9k{Z{o^f61SJX1!j#u2;c|N=e3Uc1JkV*vQ#eo~4|m^5^!GJdIX|TSRxSP?nBz
zrUvY<OF2VhS_U?p4JU)sF2$B4oyZ-TR^t2LLz!1Qzg<GAfbY>BZkyMpVa0_7)nyJ6
z1jO@w)qfvF16}sK*5p81ql-E;-_!2)(ORMYxZLxq@LNH-r$e#0veH@{Fl#o<L%sf>
zf9f(Y+s*cXTThHU>TH-khdmZ%FZs6?63+m{vP{wnzh;oee|;3x;qVSg6}Zh)nH=zl
zp1%hl5Q%hvuZv$y8`=rnHto-x7tloYJ`^CT0dDi8k#Crz`+sn$3pnTe<2z7}VYdE{
z2{{-1$ru<kZ<ZX{Qz)?*G|W$HZHXF({TqR;KmStlR6#=5=6xKpN~^lx!&HWr=2z}k
zxy@B<<&5^;?ApZ}&*3YRb`wk`v};t@E7e747qf8ujmI6B{=a_=R<vE30*(F-U*wYI
zn4wmG%d$Px0&c|!#c-5u<NZPHBW%F_^CVZQS29EX5Ln>IPAf~Iu|*$K?=>uH#oGmR
zk#}1?0lIZ!?)1j=PKh48unf4y8BC5ObzB!!x+mR=)94n8^x2c4*Z?QigoQ5KEJtkM
zfpEo06uh~A=_^Ryq(VS8ZVc_0a~BvGI9H;wSvY)(5^UE8E~cbItfc?IW@N?z-yn~;
zT}S0IO(z<+=+wOl%)KgKeOZu%!hWPs>?@wulguyGmFua?&u;MdXcy}V-YAPa{1CHJ
zI1sWe10EQwa#%<F@=SZz4ME9dFw08lstD89YdPGmEx=bdNV`Nr81iIp22=0#zE%T8
z`a0Ouzjz$I(r9}4bAB%UzERc6p=@YfAES|C534a*w0otTTwG#Atbj@-Rel~vwV|;%
zmA$+JlVzhkMXG#Je$-mgA+^%`GZZ`787{?sz!cxVMjx5?IB<(9j3Q0zpB-<dGy)PV
zhc>h1y~C&m<RfuaYC`dSa!;Y}o^uGEVcL)MKKuH{NOsC!wy0N{dWkIsEikyUKFjqd
zQC)3qeJ4AzT*yB&TB_##{H3w#aI5chrE(W=pMEKvgfJ*xGBaI3)MI_(Qq53o<xTS?
zDsKOh%vaHFOJQD|pc=NK`<yp^u@HZM_zo@^A(}JqVHGCQ{X?UfwQZjcM}iF!1TG|T
zt>K5lfsayQCHS1Y%2k>KwRLcXB>9qgrFvgzcj9`?RaEbHY9ja;ugUfp8yQLR3E2+R
z6rf_#q_ymoq$_ZiU?X)_$)xe9C!41B|Fsl@hW+<!B9h1NFlTK)>%&z~UI(LJiFf$I
zDvaEjmkd*?07K2F0r3=<%)T|+C)JQ%G}EvPxfsz-6!`38?-NnHm+D{~ha~69w<i&@
ziXQ3`N%Q#&PEM3_&=l;DJf<7-wcv6L$9^&^MdE1i1a-lC!(BhDKHJ5I4aJbA;mK|S
zJGT#a0=j&B;(P-L7)vPOoV3ZZP~6!aa1!+x!jJFPx-3Q!_#71;hV{^Bddml7rpEM>
z{Le^9p~;tlTTHMo1*!VK!3)bLueJ8tXZsh*hJf({bEK+J4;__yKN{$|gUeL{bL+EG
zc@5(*<VtaydmI+7or-tTyHQTO>3q!#jVh@;=Os%FY#0f&ijAwae56$g96ISP-v>2`
zhcz2uXhc<w9T2&HA8JC$COIC7|A1De;>yq(HA01UA=U&JOr3pC>!W?(ZRLhOxHHM@
zAZUa$l&ngXoEVdZA;+aMOenC~6qd1xfmLE`Fonh)3F`n~%Z}d5$POOzL4O{7Caf6Y
zLcrqynM@M-!>|csqhS7S+W#q>2)_#_QdfLNQqrBT^UwE*DjsTfvnjSbZq_9My%Pw1
z87#@PeVyrgDJ1W-XsSmd2wQ~-YRTM0*evRkn_yJZnP&XDONJWM(luN=r(N+5@_zgr
zCleGNI;4Y+--ME(jpS#LEI*=6un>NBZ0%;14ve{cUpv5IH}GA~GNL2fltj^cX@K6q
zhU4%PzBr2sql@jvp5FOU%AgRuv<9<Ya$OfKbS^qcf3_S!_^nG{LDIf}XW6cq6BOpU
zl#pa(uQ|>~hl5i!O5j24#qA}-bTSHy@>Qq(n4$Cw0Z3t?u5^u=mh+{ozGs>Ce;442
z_fUR{z$ouHt80w2`YhS3$kw2Rw2I%pKa%wALLFJQnKjPMD9*j@Y`@Dp&rO*Ul}^Qo
z-S!>>;6CP8K^8|LC5Ke{h{=?=!i<DW>re6~txtiQW9OutsiQIqac<BE!!qV`T@6E{
zA<Ah6IH*KPBj}Z%oe4(91C7Q{zrDO43Zd6FaDxrau8hST!ecd2>9w$;ZfwCpn~U1I
zlOu^UFBRmA4E(t)q}>>dJ~->wLW4T^>0gxx>G$iiUP&Q1oJr{uS1h&)f)^Xv+=aPL
ziBIQ*m5s&@o$$*&@m0T)5DHdIFuZKV*keh(85koa$CzQm<&Gajw5R`f0nZitjeE2!
z=^fmJNZE!mV}0apIBOIT`SGsd{a$}RMeEI17-RDc9XnYUPy?+)?3Tq<FtJMs8u5bF
z_)FviGNhkW(7zvgu{lE1{{h^TD4^Xkj?w_#jHHnCZ!|7`{|e((?0b%XU&1FaOa9-5
z=O-C}U;fYiBawbJx@F&9(RgsD!Lc58Hn?sOA*S#b3iLx}JMvsIUW0R{E_jiWI`#>l
zi0)kuQYzmf7;_SYEMCDeJDg4tl*7&K`D-|7#{o((mJ|YS8EVr7Xq`1GIIr8nu{R(r
zi0QVI6H#ea;z~*82_g{wyf$yrUlA;0Xc|M||A6yVr;h1B|Mr8#4K`e<U>qc2w1rlJ
zOq$HZ!cd(Fg1t6jWh4H$E6VpFcm27rI)J={q~I|J`*mWUs9j9w(rB2$!51elj1mk$
zFso8}ATdCFC(hESSw^Wwg}Z7vO}CnPiL@MGH&+399b5BIXO#7z&Tv?azJy+UT^w5)
z?*BvjOAmLU5TCVCho*TvrPn62$c>Z(hmkq#Lc@qc2&UtEh>L|G?9iIePD1XqOJOPh
zx*w6(p<#%LML?igZ5W=<)GhXY^o~fm2?n<D-BLTd+7zWIxy85k(JBS=kWZ-;q*YCu
z&cyG8xsoAjCy7GJ3uX$9V9bcNRTo<>6Cx=E((346KDyZL<RcDg>pa{)LQ{al!cG#S
z)gD>o>M3SC7nt7+$@DAExeS<O6et3=dMOoq(q%&XdLNtTaxpBzyGe7{jLBpQL(`Ir
zdhB!F4~8hPvnY>w8H>Z9B-M@trW=rMkUQ!<gOkLNV}6O;*p8Sf#1EH<$^sm~-eIaH
z267U{;(s}G8b!c&zeN3raZ!hY+#r@L+Z)rnyb*g)pz9)^5xkIuV{V5l94<8c?HXGl
zEliCL9j5=wRji0-UOq!4vv6>dC~bxLggmjq803t!^;I-yRD>Pl4ki{Sz<JjAWGLee
zek3x4ecx{$Q3>;GZzfr^D3HlqNxFym2g=01PUnh#39tVU3CKRdnKy+B-wFxXT>Z;9
zHk<$<SLq3R_BfDZ^+rZI+U3gFYu^vbq((~FS(wcB1`_Z^+=T+t@~YoWGO^{y#<}eA
z<WJ4Tb}Kguz9rfIa#WD_RwmyEhTBJ&n>~Y=u^j-iJjGUp?c2zHH07w)tF{hR?*K13
z`cZtB3E^F<4N{h_P)u^zMNj`?<%KWl;kJy~P!xylf&L;#-n6c!=x}^)u9f5=mcFim
z;u^?I3=#Fzz63<+PJgj&Z_yTG^G^m`NQF3cj%~vNmchZUR-^o*zA2czFr1!&D16c8
zuOg*7uH(z9cxM-3GQI-^xZKS~<d@$^-$9YV({!L_FBmezbz*NN`7xnhCdwp5`v!k!
zzE?yyb>;U!7P_}f+$Ci{!VJ&zPPYA6$C<Z4IV*W4z_Xk-8D59S6J!@kapI%R8^~W@
zK6ZQzjLf9@*rf9UcU;0EPzgWs|8ZR!n<?}oq(&F#>D_M~`B$;{B{|{z2KvQ!^-T-r
zo}1xp4IjFpHJk9qDKChSi0DkIY7|f2gd`-|VzK1A-Cga^%9a@~3*81wNe^EXB~YI6
zE9u(XJ2Q_>QM?#C0oWbs)VW+E-7{{Z7Of?ja^PV(R9uPPeIJs1kAc>M77NfuCZxln
zh0-Wp9Lq<R{7m=6FUuHY&6gwZHl_y{nGa+S6sHaj)aHO>$w5>2CYO4nytKouF*O-z
z%WNB%>XW<Y(zum5Wn#*W0J+R7q3Spn^bLIFo53BB2mqN)pjPzfD`R9~)L(SR`-WMC
zY*GwG5)Kz{`FrzygNBkl6uP&_R_#wl`Z2q$vmc&qQ7bIR$$};mtUEnv27@0GnRR;^
zk8A`=b;l5a!`4+cG*-y#uMQ+0<hA#@weSSYGnNfmZ>TkOPpZiv5c_(&s*2ZIh7Ey`
z&z>cQCa8R97$gVq(KnEvyCnPEo@?B6J1h*vChjF|xbP_2phY)C4_rVo2lIW%|NqdQ
zhL~kkFLYluB#|QHZDt5k^6y|k*0i%u9<Q(ClB44PQ45>pgOfxPxC|{+MpL#hQAvRM
z1&T_h)E4udT<3d>xMYd+7HL;3esLA$HRYaEd8H4vsR!v84gmkAfW=gpy;=}KoG;5j
z-b97YLmU|#t50c3C`TZ~m+knr^CR1msQ5QDJ)>n@F96RMIa`hf=2v!g3#TMzt19kI
z*lw4SiTYRZ$Bp<6JZg^+>Hm-`<^B7*of5X~4Ny6R(1`+B3devsjSpDlec}P>0Y}uQ
zMCfEsNdd7cP+U5!-(`$0;VStO1WRet8Pxh}lQ++Ey56zI*|-iv!Ct}iMj%RV>Q4@f
z)u%;MXKg!(%R*zI`4xY|K_g=#jQPwda`8qbAUHd6px%lKmxX9(I5Dr(T8!VM7piP8
zR(K(npLvS+QGHCQ28qsanRcvyzcNt*G+z?mlUgv_ZXV)5o0VJCqH0u~X)iW~B=JoR
z3~RM=^EM%y34C7V8ReJ)Cm6R=0Ji}dKC^GG3dJReU0-2@d<PVn^5Q64m$RfH=GTuU
zWP8i8^^*+k(XYfTYvGlc*%-M!(pmG!vFSR^!zDw2?KrwiL;B|R=^A%99&Oc>?e?2C
zZk)kY3NgQ}96M0S6lJW1$TqO8IGKO2C18XD3~v#A3I5INl<oTzi2vo4*#qMgFtpx>
zljjl}HVavm>g!?t{sjy>H;>*JQ&RVN&5D)UibwaXJe&wlg5{zHu>GOTZ@9xx*+Y&C
zzY2%aosySE2`9@^1h}0twZloJivB3cM2z%pJo-)8TAk`+=;PVVCv|<zN083)I%P42
zH+T!9zqEm@7ZkxDQ&T=o=-ULl(G(&dj|QV2XBO)lVW!idlBjU?9<gs>#c25O;2wyE
z<++rdyd6=98i+st6j0NwK^k%aJor^O$|UGzTEo&ueL#^%=bZzTZCJh@KH>nOlY|C~
ztsbG0QllD7a&c`8_=z=`Jp}Dg`J~lfLyq*zD?U$HT7z5a@j0hFnQk&N=P|~3$s-oG
zsbN+XwfyXGJ%0{e9a9b?E2;Macj#0l=Ae*}@^@}*Hm?Zd=dNZ<I}|_~(Ph1-jXU|2
zHDFi%){`WR25cSf9CFc;=qq!2#02{vpcT~d?U&b40~W6i*|30Dmu4lZMwoH>0oFk$
zVw+!nawH(+;BPn6`L(`o)Z)cmHbOxeuIvwoB&XugEZF3U9}>1as4MQ1{drfwrS%H0
zYKsC3#ESUe6ga3uLiG1Nuf(PWQT-K623GS91?1l%i_#31J@cOz{mZLhBmLdCJIXm`
z4JqM>VJ^~5RI4XI3bOxI-z+6xC8ENccbyy)iVHeSSC#NX1YwJJ<3E(^Pp$LZF1GIu
z=CBD{$up<O1GNdL<{Q#Zme8*{W(#T!%rD9hZPWqN#vJf-+4@v5f3sTkfLCe?cYJ80
zk}2J?<wP_whZ$H%O5*gOVLr6O<C|GqaQ>5|>gbTEh?$DRE#HG#th_REULCE3{B2Xo
z59)kvDp$>j*2F`#AL5|qcBZ|X*fHiQ2K!K0!rhLBSrgbNrOi1BJ~O&k@s9JO!#l0j
zi9;<3{?~~j^0bB?j!xw@!qwEce|zynAahBtM0|7vyWn<xeVxT@)|raAMPNf+vvX2G
zxgUMud1T@E`#07BDI<0Z^ptmKP9CW!Dl0ZEQNo=_5~#!X0jVL&4(I<Pd&>HQIXn?u
z<cD<URbfUEREm9(%1I2&W+{l=L#)W%Qh>fkSRtL9cZe{SyS_9wOVq&w8#BJp;e!&$
zOX(3C$43tu?<9YIN((Td?krLobhIU@D3OgMo|tyEeK?PdVKef)XJD@N@Obu9&eCS#
zcRp6>M3K>L2ObUT2mf!yEDHsy6u6Q-bkSK!ecl@slFI>Gv&jly=@+l_ouvFF+E^Uh
zr`q?N%%dN2(ocMJZsX>JorK^h;G5CNNLI5m)t?=Yq34Xc4Wl_&xGf2)86KfDFc81#
z^w|h@59RzsmUurF{tkl`sL{0iq0uzzDpalNmn>%msi#fM6!^F<;;JmAdoXOQny-BQ
zL-=Xj9xRK&?RNT+Zg;M|T=Yb1L1Ngww{R<EQ~QN`-#*AuS@IW;%Y&i1B)F;yFTg!#
z6(G9sY@8Ip6?6NZDfj2x@jm?JjT=L&mpi7mt5+{P_TgGtn*^Y?*ze9!UL^LbBCE+|
z*1CqG(QE85m`dK9A5N9#M#<<o)-QhxyZbTsOPkQ5xlVWJXSy*2gf@`RaA(Rer1^@=
z714)C73h#{iLaxchp;{X1W4W)d*q1$40cOC7x##@5?zuBerB+>Q7W!%I?&~O_DS7m
z$w%E53S_&u6uJ}Unur@=FFmAAs1#n!n$^dBG+iGR`j=CvJ@MM13z{|fW7z-0F5Jq0
zv5Qgi+uUCH!@l>#;Bml{iK>l>^zX&RLxD06bvn)Uto87F`_!=}!o_J1Y4^{DTHuf?
zexK&m@kS<n6Vqh5x2Y!L9~vJ077uD}dP~D_m?Z3y97W||G#oqWe)6%F4gHjT`o4s`
z6kMx|H?nWPprh%Mx&&cLb+^@rCb)n!qNne?NAxFWY#@F`9o#G#P<BRU<_pNP4$<$2
zG!kpGsaIrbdD&xI6<Fa^{<=oaD}uf@y2JW=Ci87Rxhdg!#0D5y8i_u})7adf&BqO7
z%tFbB<84ZJ8n_B8jOR`Em+EB$3WJ|~Aui^P#e^{QaeC4$z9W32`U9RBsBNch_ruhY
zY0Fd4X^?b<L$AaWXcG#T9+-~fjS@5&Y6*V04-xo+db8`lDmW2|m}v1UrUz8|-t9mE
zXUb&LF|h@Wrr<ZLzypD=$J8$f-`F(lB$ED@x~=REk_lYdV{xW-Iw)q25;?T<11Fd{
zo`8VIchctNQ|Laq#}x9GEpE->LP#i=*JbjwBdwZpcixoyb!seBZ$1s~&njzq1@IA4
zY_AX4NyN>!Lx8U9!I5=o)9&on;h(L;kS)_S)7`}y(GD8^06yknw^WwP?UHCQA<w2O
z<!Fq)6~_n+jlD6^9i?dOAyx>5oMVphe|ES*`iH_d5WM2Wm2o$2(J=N>?8tGt>Ygq9
z1Y31<x#!6jT`waVp_pFtGx2-8U1cRg-e-SL1UY-yzY(H=?iHvUOa!R@S_J;f93Yi=
z?d<nQKaKu*_{XmTZ>{k<ZVxAe<SG9CP9hMo<lnVbc{0sA^<Nv*2>fh9`dymla*+$A
z-&r3)sY};~CqF6LHac!c|0!%N$G+a6#6obvBrKUWV@hedTRZLio90f-+T@WPv!>gZ
zl65>*oC3>~CHQqamoIF8sr3H?9{NFp|G=7#SLI%QcHLTU9ag9(Yn%8opE>ljY(;E4
zIx-N<V&@H=)d(9w)g-eqTm(N8+pJn*nU(<zaMd30uc5EJc%B@dB~`B5UzU{8m$+#^
z9?E&*Iu7CAth(es;9q*BKj|Ac+)o(1kO1l)CUMBps?*Hc&bH}aF7S1<yb5RDfAp`k
zzq6CwDQ}lwW{j{68wq^gk8f|dXxx+G>lpGrKXP_?Sj;i$Os#PQ2dsImrHy$cqK;E<
zB`i*JG6l4D0n1b$ZQg8*@rK5jd)S(Gt(6|cTE=L(C!1y$i{)Wx8jeK%dS5ZCi@<*g
z1Pvp|u?<n0A8^I5+4I<XS@-m}=pldQ43nn%9kiSU$)t0236I$(DF);6!&KZ`SVh=6
z@(aYhk3b!WG#+3Ft)_Z$34Z5~KgD$f#=LPfJS;6iy2jaTGp=)NPOb1>d+D&QlYRF{
zF?8m@B$3@ee6lA8dk7dg6t&uvl+$CJqNmm^riN(o8!b70I`M*EENXGH&(gYkoU?>?
zi`}oPMA*L1pnF)QR-20a*+2AnNzz~07d$b!75Tli%kw%|XSQfi>g6;kgNt%35iJ#6
zCNjIZFE*7qtj_cF=UjI@_smC1sJuD}rziBuDYd*bA9l~H`pn*MMNO%a!b%pM&4|Dg
zSWeZBKe7Y1*^B*^QkW#j@#A@jsN^(y#5zmL70s1O7RzPpSTP7bb6jJyg@8mET@(Lg
z@_qt<*uPPSpA|2|1%0l)s}W%!p_pdcwrn1%W3ijGdf_Y#mZ3jX&)3$xo37y|L$ScG
z=4ozrV){N6EAromkK|2F+!0`E?-$V#$Dmc@0`^~fs96`Ru8VvNXgDcS@*##h@{a_Z
zNj?bF>XP>rtEZ>Rh`se!`Megbw9UnR?_Fv`ID0lxt+M34r-CgNxsvGB*+0$aWXe?Y
zt?1~Ro#S2ymC7_IVL}GZ=X?Lj?EXeQ2UB6asZQaZX5hg*n+OknvSjEu4?^yMqFYVh
z0wxenW;<Prj{t#ET3`F7X_*q|szfu2?4}SgR&|LeYGAAR4ly0z9u-%66xX9a0putn
z!*@h|f$~M&<xH7H%Gh2)EW^bvZI7szwIvZI%Yk||2Qd}xkpXnw6S1c~?Ev%cfgs19
zlQlTDaI!-tW_rZc6%{wtt~UFCQA|e`b$iKrzVX&r=^vJ$SHa0{mQRySmy-EYgEh*^
z^QcP)sZ&&BdzOvahW7DBLmoF)FIGLoK@D0*v6g672=jT52u4<YZ9#6;*ve-OIg}10
z$+Gz1Q9J_2)?j2m@qQ~;wUkZava}KbaO1O%8u!^%1-swq=fR5uz<0(QIAFt;s8|Jw
zxDtMoIi&qt_SA(jSorx_IbVz8h#DZj3fl6hs7p5y<L)2XxH+rR(cEBFf^uFvL0M<V
zE0_vOrk0ifFGgOIKSl5@TPlyiQPLM`|AS9k=YsL)i}a(ASm!P$sJ7YIgoVE~70q*9
z-b1!VrWrT5%l(XzU8&>(=c{IOYf<b>&2>JpRn|Fx9k{O!fqVas#{UaR15$0>{Fe11
z+-FkUt#N@M!QlfnhI@&B%rMaPJmokpLrlOufy|x`mlf{JhfQ~>M|Lcm#BkrDFFZSA
zBhqHEasF;&s$j7882s|JEUK+_`Pv>}Fz9;Re5uGZf@4Flywu)lRZWz8RY6)?7ajfm
zg@ai+ix<8^9>pQBFk!9K^%U=vjO<y87(mv3lQ`*V8osdRMJLrcB~-6B>0cqpo@e^F
z3F^L}=$6q;uHE}#TDqOKUQRc7DLZO)Hxx=Szo8@-FVb}9X?k~Y166r73gfV(Ij_m-
zS?R(HmSD<{qW<&k$W?ePq=k>mk8GzWmxM<`r52^w`*kVLE8M+WjVtpIk{Von)!tix
z^?;ksnx|36=%xHP>o&oH!<%%iyo5(Pj*-${WZp3>mc+28iE1}TklOcYAa%9h17k<~
zy#tcp3Vqu2;Z{~V#4T<Z2Q~drrgn+_TULBav}NI2)Xc+DzcU@gETRTW2CvG@ST$>0
zSBX%ki4d4+8O<xAwv;>tQ#{lJ2cfr=DTNF#P@aM}owGvw@Zs6q?b?W<UVXvAR`2#$
z*}mm&X^}O{vVW<=b;Yw0g&TMp-T!<HnxHp@K+Rtn>5(*6C4X2?Zxg+e1zolLiVAG#
zY%b>(lL-%a;JP=l*jQT}6Gb#?FgQ3PI4S2hYZE14HhT0q_47xm)zo-gIcW^7@%f$&
zV;VX;DJopvP@rT+UPRopqRepYhh|iX@5R?f?~Sb!m?lwKY>^Tw0hLD(Hn75nEfS4N
zxDAJc$Crjo(-=8K%_6rrt%22g!-l8CMZ8}HTO?PgTL6pry;Ch0>n$KGay4cgG>*6r
z@~9d$T%0q^5we)l2^FP^g&b4ptK<x;O2(<cJR*+{OD!TnSZHWyq?BaD7*98WsW08b
z{ghhd&imz7K%hg+w;dlkx7$_Y6z$uKwWllQGnQKD7X%H%k~QDpPz$bMG7Mk0ZUVir
zXu*;u?rlILexy5U>-}D18+W8f%3)Om3E-|aZ16s0_@yg1EnnDLYn&C`LX(0U%mKhI
z2W*S*&~08mm<Zl>E~-|bwUY^#^2Qio^d-c;PsI{a8=jhtPj84Tdy_h{xxAlhNxRLV
zaT)pqGdoN21w%w4ejD@0*7x!5^8PakpLp&F%$!p27!DS;XJX0%NUL6`?^qzmzl>UA
z-QO&~dKI@MkFNfE=a9kD`lsn+bKe4Y4W+$5Q%ZDFzk76z^xMgi^@>Zy*o!+=6ULb)
zM#hHseM5tckurF-$KfUdPYmXUe5C$WjhEsY6G?qldGR4+=|KCP?~8&gpN_rZ;1H7l
zh0qaDV*Q{iWxj~R%OJ1|BZeo5DK8#0u-YV!*M~T=LJ~exd>8g5f%FmnAZ+grx)vP<
z;S8Cqvj?0GX}oj1si49Pg%PtFA)#T`mku>I7v3~t#o)v@0&Cm>vUop7(asz;MLu}n
zCHw%HCo&qkU`cCkalQ-Re}CU3BVdyjRjpTkav@FX(Ka84{Bv@8;lONtdO~Hv?1w1>
zY3<qT&;56|k;ltQyq<;aNV@~daDIe7$hLrpQ&}$1x~F3+vRWy<y7!7NiD)Ix13TOy
z*otkBDQm5FeNFJV&sWb&Na`^JNig$y4AkQK%d}EMXR6=^O|@8)=o>KA95UrpEOtZ`
zn&NDwW(6aKUj?Y7b29my1X)PD#_O)lrDYNtaTDSWlXa<Pl&60_TX<w%GWaD{RkT$G
zIdC}$$_*7Bn>gd;ls+(D^M%&dg#WB$`3wm=U&-G)jBeq`YGvnwmZy0Az9J7%Q*P;#
z#CAR+vrR%41#Xs0SWEQY|19x}Pp_(o_ici{<EvwgLCeHWhi#t}IZz!sPr}QUF01_E
zClXl%57}B<q51UJ^_Tx>kl=EJ?gX2DaV8ZPLH$8v6blds40#e#vMD9Z3<b-0-lAqC
zG-Ja_wChW&RJd%30lmSooZW{EgLO#~zjV?eUdu@walK7BcYnxr-PH?QaTWmf2W7ZT
zT5NNaMU^8`k+83$P>S3+!kW<-5V;~z1w%C43Jo$dh80PqB!ao1)jmi6G)s_2|MW_=
zmxmxYyAY_`20T)@BN0_boo&@*O=evnAe%=E%4@!YZGgUIL{G;XNPj(u)>UnS6Q1YD
z`pSX@d$08(1+``&a>LY!s>ov@t(6~Ji7X~ZPK@|xfQo^21|{<L@Jqn4Nhec~pdhPJ
zWnub90NGJIx)v<`J`PtaBKCPRDSkfp8Kc|6=nh*GVkB_EtDf|BHgu0k$T7_?brp(6
zQ`_P|UYIKC?S;JWy1yi32GHmJDHvL)zpj1_VPR$yj=WW`8V-NvHo>T>!e!ZK{sEq{
z8cDJjPbqtpqSw^7ruN94WRVV12v1q5$FCe&cJ<3=TAx}L)Zm+(ETI@*4^mtbY2z5j
zNuAkDJ^cjDPbB=?S6Fz9ImRDaEgZSD)jn5{sPP3XQe2y|(R2K<IbMekl(wIcFcdTm
z)bqE|u-sEa8XCHQXa-Mb=|UEp3}?>?I}gO1U&<-g0#qxr4(8aHmmc0Iaad6iLs$Y`
zaHQ^;Jx!-Kd$`Dt@dPb}qHy$-c~|^n!kaCjPOjKy$z=K9N76=Bf?SwAaiwot1J_Pc
z*);XmpTMBHqHuqp5W4g0^`(<=kv3Pf+S+}5KX7VHPtd-2?HD(rM~b>-Gh<IS-}P<k
z$$VeXDdAzjtXUWUf^lh`FG4=FhFg(z8zztgFiUh?<fvSR%t#0_iL$X;CEeB!rK{?g
zHAz6uTRAOB`k2B9nALg&%+gn;*01EJW0cSaPik<P|DbI4tY+<Pv_9M8K7SHTtYLQ&
znN)Be4c%wq%V<rOki%nweS7u}lt28Km0!|il|+#fdU=*v;>^v(6VUP%wMSN%O!?!a
z1sM6UOHt?IqFp8OUWv~zMt{Gyg~eQbrAdLV)|Z9kfGRX<-6}034Je5clS1Lavi_zr
z{=75BG!|_M@W46S?{@urVSlKKu*5|0lY3G@P&9r|n7s7yg!Si{ZN+6+J-U3hk9AlQ
zZxzYdk}JyEsLL-C46Zd}SIK?H#Oj1xzxUofrJXfST#zzXb?|$b9+-^0EbEU)V#C3%
zsxGeATDOCDvb3%q+VH-7;}H(AmcdrAUTsC#j8i%NF{D6nEx>^LlrWgV2YG5`rhlyh
z?e*LR9Cq;W6L=SEhfN&5!<_;()RA*qFUhVNd6)vg7W$uF{Z<`}|GjX3n7~gv7Lb+y
zHD|A%cSuNl1yeAFUY<@1rjq(!^YHthJ9b~AeLPAe;}U;-<!@<bdHSCgc_pdf{NEqC
z)BRR4j(+{5JvN9kUzb&M)X*}2!rwW+4wQGV(zf&zJ+>0~&>7~Ia<t|$wAp~OL<Gt|
zH}EP1c~g_W<`YsMzl~BVlP^+niX)KMLH9lD&eNFBG0V7TS02<Aj>)k!A9qk;FF|m0
z=oBw!&7&{$vyp7h<*SLIOKm|8<9EEdmI(btGO$m-Np18>hUZQFj1hS~bML=*(ZTX7
zL0<z_W}>Gdw+Z9FLD~))+~&_APK({B?sJs{2GmFm6y*tZm*_C@WEFE~;KE&cYb!|N
z^3ykFqxzk~lAHBUx(V8VE!NtGPfOdh44#cvrIIM0?fF(Z*d9}P__vjX-qOJxJd?;^
z0S(<*Bc~h5ri=e0v*f)BBrFysW~T1W&dwvrEa`)A^wA%c3bgmBXtqMkUv|vPzkh3`
zw=|fp(1>DEyZ`1%w$w^jYix%1AwpNs+*fGwV|73qN%>%OP{tl)U7v?Cq@W*?f`TrG
zEQ&#IQEKwRFuRS>M5@4j1SBtyZO+>EfVfxgf&Qgt@8IoVYVu-gNOG1V*eFdh)otCb
zuPIhZ<g$0Ob%cFqiB*4LzXo}vYMN_aMIJ|XR;~n0pags!zN=zD>g_@skC(u*s7eJ6
zF&8mPG*&ZXyB6CKRl@VXUaQ$Z`f0JFDq1rn0^aGgf%86{qx!FSAlwDI7}LzAPzt98
zN9E<G1Y-A{FBua#WS{5W3(ZEP5z?s8N2;pz>8S+?0bM*pR3dm_$D+)UGu2-hV{(}2
z6Y4_Bs1_gJ#$Ku?oty;~_n~B8!4hE&{V?6%*i4+`+j*6ECD%c9sflo1o;yZi3)CUP
zRAZR0yX|JIWz9ANXFb%Y%4exIz^4u7ssf|U|9Jk4m6VAe3Xr)zBwGw8U7ZJI7>PHT
z{j7NviaUy*Y)SF*eE&QDeh*)D&e!>{SUdernKfm^s^ttK!SG|Jm{TT)0RbA!J1rn5
zFK!n(n=uH|jH6OKVuKOi75|l~^AUZI_rxBkP3~f+YAMdA;?AcRb0}K2K<rmg<U6d_
zGo?e&6t>U^_8@gXs<#DhBe?4l@woVY%_WRvFnbtP#nVPyQpbH@U1>`?ZIRt%KXvvh
zZm5n#>KBdVMC*si|JRlJCH|JrplmK^ni}<fMA&Eqpssb{$FGLi@^sSE=Bcug`PV43
z$|PLb?USxTsDQ0((MOjwr8i|UD~N*oPbAUo)SA8&P`H4}A!aF|mwL~^oy{5K^=$x~
zW^Ne$+~i*VM$=Sz{3~^=91_n!poWb31@UtbCF~(?=x7J&KNQNb+TwfO`BdNn*FS<V
z8g8uT-wK=D>l008oqdP(pKzVB&8z>LC`2KtUZa7>jN>Lh{?S4ebkya8L_SxDiFdYP
zp51NZ>L7^WFNWmo*>)K<1eJ%bISdTgMNjE5ra(xhaXc!92nD(s0VxnByigo}C36b`
zIjSDnF^1Q137=jf0j`4476F`5<Tt(&;;gx{G~hGEQ=wJjO7DafY#cX8<Ym{X3o~Q+
zu`TK^*j;xKF0IL)q+va;!@_5q*Akak4K@C?K<pRXb6~@P<o>O0dL#YXolF&k*gW~r
zph%R9PL1Q*H9(*#ha28u^DbLnirBrc+cf%@M{1ras6T&Qhr(aXtdn501LQ1De7?En
zMekok!{wP&^nXd)stLaNZhIf)wlP=-ka)*+4Fpv`k|+ld{czq`P2lYu;F(*zb@afE
zf482HHJ4LowqQz-z46(O3ppN^NsZ_j46+y#|G#DN_s*u;jIRl^Ui0Q$WeoYqmCl;T
zUgNIdF>m`~iW~Py-&Q}?t-~WX!-_;&&w#rt>?Jhnm4^yqUYIM%9HoDKmke;l5YS8(
zwBVxp6J&q=l{Y=uZ~O4te-BL_`j3wGH*jIZy{f#^ec4@q$RD46A=oYdtIDetB*_=|
ziXQ)i67B!~WJ^jdL-P!dw$&kS7=*j}qXT}qNhTZGwVCP^k^?DZDqM7-nZZtg=~R^b
zdDHY>6B-VRy8b_jTuX}A(HCI4OrOW><1(hV_I%%te?32Y-&ed>bDyr(UQ_JpF2miN
z=TC?CVBdcJ6pmZxcXGCD&Gq3^Syi47`_+o@Gf5f9=yd+$I(hj~I@0`(>+xp>#5{AC
zkAS5UxS*8u<|$13EZ){%iY^X$D-C@=zX+4r(2d1>1GezS0FRb0td*P=Y}wpgMX83M
z`o!A!%w9;yW>T40ChX~n&{)Xm#cnumeQt*8BYl;n{f8|=pjOUC_!?=vxFR~if!)ce
zT?3!wJZ?F8emL$KICPs?WiPv&`PF?fmC;FCnl0wV-FV6$TuCkGY21_=EUcI-RZ+A1
z;NG-y-gM8@KcDi*zt47S;(n^vsb99)<$bvsQQ39BxNAwbRJ#bL&#xE1f3LNa;0@Dy
zo~$`q|7m`=^@pQoty<f$oe8ShPIKg&tEZc_7peNk-XpV^JdYlU@5!Twp*Mm$;%EIw
zYZ_iy8U=vtAMTe*o6#=<c3zuvC+M?|ZdZ&}xQ{bj&OZ)r0#}}!`ZhLQiKt;k5Bu*)
zmi6?HUGrz`T{b~$h4u7+FJ`;yA<Oh}P{lgsUL^{pEUOeW<pV1rKjf#w_UK7NT)G};
z9w|@28mjvVf=akM{MZeLbSCVh02A8@q8j?q(ikZEB8?}^nbh1bG2M(+D3#j^I`-^7
zH~0now9@4y4WRXgm%#Z@x?*ubNMX$DNKyX9)hp2EDM)7E_i)F2JC{%P1P}ifb1vn&
z{IdrQH8=B7wo*It^^}vfZHvuxDEN-!9e5K!kvSuAj~!0&bHY)Ju7r`9oBhJe{F-}i
z6JRhLG1ki`{j9%l#e-~JH`25ozygOk^uP^kn>eDxsUcC3Y~!rBhMK%aLm5cwY&eE%
z!y_f3<47>}1armcZa{CudGfsYl+KuaXLi84=(aPTd21c@@_9I4cqqj;+Gf`&<2${E
zi{Xt10lDJ#M2X$~Cs2(*Ke1B^ZGsj8)>cVcIdAfYkka+$=JdI=jnMszQb_c}yZo7x
z$)!hTFmaPF&KsCAZ`-$_5?2_}jUjd(@%#4YW|fq)zY+}Nd{`fI2R&#g(OWhlqz>}J
zR8ZV<@gTIFu?YWmw!<>UOu3j}3F0XWe!0fJMvmh4a*t+ev4(n$*!;wU13FJ|Qn=7~
zmRV8WZclX4pE-}HEOoo;w#yCD3`jfFTiLhw&{f|LoI!7s0=@n54KHoGIZ^Kx(|Sup
zQByMupklSKE%u##ySGA^Ue4o1DyMi~n~y7B|5rija3Jg8;o677_dZ-sWfMQcf^;pQ
zqRtC{+D?<QaP<Nuf6@&3U|`^wb;O(T%poO!XWDxL%ed1^Q<X)sFYQ>*eXFT>99>gW
zGl?O(EKy6yzeD(Z8hDaB7Czqh!ASO|;%wj|#c7v-@0n!x(lKA6dB3dveh~D;ei5wL
zc@7`3HSlLIS089M>JKHzMN;Cv04b;HGtjoNmmf=>w~G)9i-ca-f?h@vmlf1ZvKi-U
zIm>6+`R5!t&MI!R8Az=6y@*zK8m_zcTCA4t2hW^VF1Il<;u+P4liOp&yqxje4mmo0
zjl_MvpJ*=Z?G$fK9rxooBZ76UE3SzQMXF*e7{HLPSwsYHF*&3pyq~g_yavM`d!;ma
zxrqj&e)>c75MW`-GKNIBVYYef3)3HQqH$u<!zxdGS4_oP;GfF8bFaFci`{fRow><g
z^9oQfU68vwD#On4Y2-L+{{(n>NSMpcs^{|D)mpt$?Aza}U!RGNHxYsMQ#tGP<ex#J
zHz;~yP=#E(aC2n1?ANogvQZC`))rZ2<+c(=c_6UmX&ImvvaS>kZa}ZUI3z!L>|6BZ
z^7(G{G0Y0x`Cd;A;ZD5hvXDm;$JEJ>*6T!ic(I~=Ww0q~Di{L98Yw7TIWUIP>n;Vr
zEE|4%RBIFYuvbN7abP^M1OaOev2xN&xN<-Gmh1_{2}>Pnau&7}*=cgOe$FUp9{a0D
zdL4o^N$2DKJvwjG$um$?UOUsl4Rs2&>UNS%{*JFI=6IHzRplj8@H4rf-OmHjcPu2i
zdi&685a*DdAXq3A>@mlu`z?$E2dLM($^-VI7%#+>#~`|WlwyD}XHo{*8BT)g?HjQ%
zUVNIG_d8CiOQ<XFBET^;rVO|_=Lgxco8h`X-8pI+#NL)_wLYJ`bn%oh_&W9F@g0pz
zIg<8f#YOK*QKHLcdavdKBzDi@`PLlU4I0Ee+wmU=Uq-7b(?m|@4t^v%W|xPoS9}Fa
zy@ICiXj89?zFA#{sJwxA5r7eeytqh0`Hh`(8DB36eV+Y-I<BlHaJxY>Y<>#7U>CfH
zBa?EvDQ1uwW{LWU?=beuchte8K}~L8Yj-#_W!1BA<bN9234d{YvCwLL*+$e)ISZRi
z*K>cfiB_VAk54;*+rG=*k5|BPJ6hZ>1p2(C)E;fI5SDLJ1d$kqQ^Gq8+oiE9>D4#3
z%Se!zdP_0IGZ&+anR4Uz)cSFypC@2Hmg2*@fSlKZO;|B672y^}-qm8njw#&j%2>jJ
zgz7ZHX4$<AC+^k{9z>&%l)yB}!%VLSf;NS+qYUeL_!$%PVa0K)&-c>8EF>5hb-F9Z
z%vTD{JRt@*qX=DqJ`yY{&VXcC>4Ijc7yjKsN{FQ9><#MV<{v^V6Jwr-8N9L~>5!CY
zU)YhZI~u_39uKTOW8-tkcwP6rB_mGYCY7v*Rh;TDR6eL#B%kf8zMn(;F#5@qFEMZz
z4#BCXOb0(0v6_05ATVbo!!4`oqrXYU_DR}NMn!lL<B+{lx1ja06>snb<VFs==UcNu
z9B!I0aM2^7Ss~q%G)VeK?BjjuyysPBAtLeVuYFEhPXaR&UdNX*J7H!Uv!AYvqM;j;
zy=7`B`*JNy@v*{1Zf7nvcWYph<dOw-ED6P&k2tMS)(|PAlqydJl;>AfWi~?<-B%+;
zfb;kH8}E7_Zx5!)gWDHD@Uxtc4~*7<(2KL9{xcNT+-aITV-5k|E$}OZ^zZ?#!R*Di
z+BS(FaN8b~)?6)|=KQwZ?=objxJh^O0JE7p*~ZCQp&lKUh8gH3YXSZi611Ei?=&i_
zv3%bBBv)Vv>*R?ZUy~%5cd5wHWXmiUifnyyID0E}Sm_t3>2*N8r-Zw<)^hg*kIVZ7
z|18MsZc_(e_R$e4;nq*eFULrjdYq78Ep?iOgK^R>z+>&|$myQ^>NfFyD6p<*bjP<F
zb)B6hsU7j5lN{A2yIiwmrz)RGGL??A3ialBrP)8huj6FOWtHjqxDu^13^D$swd!gr
z@yZ#LH7v~0Y&6tn2RJv3Zk{2(z8s}AD~!NrP|j|s16uibqxmO0LEIz@e^b%JFK-CH
z+WSRyI9Lqh7Fd@vqF)R(0j1^;5*<o}uHCw`Km*OCQ_qHXj#B34I-AQPlZQ*TC&}xX
z1X3D(bfb>C)6qUqLA#7>@t-p_eIH%I+;BP?wRNeT8yu1rN{1@+1-ekZUNXP!(m$Pg
zx$?G?%+BTRL>U2(ZCwEv*Ta*<1Ko*>eK4Dlotk8B<+CZLjZHoD=t?L@qR3)XMH;Jf
zS)Utbz71o@FGib&D*EQ`=IXW&ercRU&)2kQ!Een>r|ORv9~af@z3l666<DhvsiqY^
zy#bVo9k;t%J3G_0?A<eYwIw&5T=Sfn^W=Y)^Qap7Syo~tk-xamt=^=9!L?!0WBNXk
zL~-R=OF?hBtkE+tr;yt%TX|dS=rVb8S58i|FpmDkFjO5GlaMgMwhMn0DoBZHG`pB6
zm;5C1)LQxyi9X-;i@{PzgEOF%`+iC51#6@d;Pt}x=;*|1`D2$Yl`nmbG@*8y&^PO`
zvw6W?l{5wV+E+^bXm1$k!>(+gVLYxzep4t<4&fMD$&JolueJy#f3QZW=mxVe%eUiW
z@p<|hm@r0=Mr^ItEbcrbB5p3?84Zci*!}1hIep~?+Ip(xc1?j6(!dQv7PE5MgVZ?I
zoq6Fdn~C(o53JJAeVddrP>WgM3zY!M8#FBp5Ia#?B?X`7)}X+Nt}f5J>2f5W9|ISJ
zl@Zh5t_c&z`#19&<PuACaN0fb+JfaU@ovFZ*K9?x=(n|Kh|Ytg>SDU9Td+)$l40Tb
zc%r#@IzU?u+&#9FJ?`B01G_pGG$f3WKxi~~c24XuyiP%tPT(Jd(Y_(<95T0(fdGfy
z@*A*uFGvo4;hzx3lek^rYu+K+=~D(9NMf`I7Wrev7w6{)q&<{qw%6fjN9AT37qbjh
zuvN#xUuBS#q#j%V9q^xMf<`>Lh!2?d)$#Hmn2+1kIFK{e63}v|7Sf-aIEU9&gvab0
zvyD7RKO?|_zsv>ZqG~`g(rr+)c38kcWyBJ4$bi7PkdkhHY`X21$O3;M-#Pt>ZphIq
zK=p1*jiIDT3C1DV0E{9QzTd-)ijMH+1~-OdOiH~fMXXC{eE>n!7>qJ@uA@FewzcJ1
z{a~ywWxv6!f^90Jo0?Ngq7}}$<<y*~^KrNR;qa)|t{Qc>DaILcO4muOHgRe+i*6})
zZYcaf%FCxtj|F{-m#Up8uiAU<u}QpQZ}7Y-B8N;HuHB(~s^B|XZgM@zNFy=ECbRht
z-8$QxN=Qq!o^$_Xj^HPwXJ-|=K`)}y5TbKjE6dvzE6*c>rA;-ELdUHAkbbu=f)q7+
zQspI=Tv(xg<+(W!OGs=wqVp4m&c%CM7F#$I)f8N{fF1cdVHJY>y(Y_O3h^R__E^Ld
z(E8d#p>mwy;K{(xPf)s=%0J=;l+T)x#bbE-)|_1c;Yus>W9W2<(@nh84eKsEg;B)D
znX4HhfGNENIfIcW=O*(lywIIyF~-@GGc>Z6aqV_&?~_)gxs{cPiEL((G5#uqpTri@
zu-E>w-8n;S)HqH`-DnvE!#rN6&#KqmO`@U+mHxt(&E+}`#HZww+pA1%Wg&iEtqBr7
z7FI{=YrGW~L|}<@n-@p|pN%PboP4~Z?%m-u%Y5(d`OAOnuwp@<_RyeJbiv}Kr?g0v
zB=qhXeF?HX++!kR7@0$DwBM~gti7l<+;a7Pcqi<vT9guAc?TeR){h5n>4$~Y(5}*3
z04IkRD3P~*%*<I|659VmUMP^yi-7f_OKIhak66;))%QazN}smZR5V%jf_2%!9^tHI
z0YTk5tWFr?suU-u!31IG0~;3a1POOIdcQLRfno_mu#xz^xa0J@^Mxf18%DEZNZyA)
zM3}pegmjs0fMp$mnf-9o#Zu~*d*2p2RM*y3qEZ;9nY7Ne_jXj;ih<^9S_#uXAe0b>
zHJ00KB+OkhrgT`sOtC6;4cA*%Y1qjlYNbhRQuRhw&YiyHz-StOO%CZkN!X;$E7>Vq
z%)WKSlWNLz<bzFvZ04<A;G+mF=eZD-d)cGNXmMTg*nWx`)n>V>C(2VE379zE#0p8M
ziTwH|zmv=YqOkC~=SNU*h3dz&$5i^!F^qCp*awTAbSXVn#@lZo4n(Pb1_Xg*a2ojw
z`eOFv$R<A#3<bU))jiCEpkYm<C<oc)ixER~gsxf=d>%6&c>-1M%3-<;q=dXwq8xl_
z55Y_8<YF9evg@vAKoWEgy$LDVK`s`}7k@x<c_%h1+Pa7s;gJQ8s-pEJD$A|Q4~F}Z
z4H{q~!Gj98n$POI0A&%b>l{@Ro}c0-Yk};&+2pm<IT2RUf>D<vBd}`RoEo%qCUls?
z{GKO14SC4Gx9Iwe!>9B1<1%Nk(_V|P)9i~cvkPrdrdlxya1YW$DO0WXIs|nR&9414
z`tJgG$E0d15((V?tG!73wF_s2C3g&v9vv%Z5e|`G<0oiJdr-DwsGKvsd7=~T?^oRt
z1%nZgZgw>G<RA5rcusex&zFS7?>i@J3fOpuquQv>gtsc{&|iYDuAyTl^m;SJbOoMY
zNMpm*j^d#$&il~EPq?Qro*7w4Jh!Vzy^xyV9v8ZcrT}8ZEeeNC56w8r0Q3_CvGE&|
ziu$m2FB)*dxLf@P!H+z-@Rl+GmqcJCq|sy94$o22c~gfoq|Mf&ZIaOEj32!qVF5_F
zza{E;sJGYcAra%q%I`)zN0xye|5XpADH555@<vtuhbc1mo6)hev?G-{=ioJv-u3HY
z9@Xvun2oc|{Iz1goMcNqJ992XMErcph2yp=p2u-0HUDlI1a>k4=j)88)~7218;6KD
zeJkJ(Y1-IE_2ka7*=p*ksZyjq1GIOo_`>r)2_X&P8>d`gJjJvgnX2DGB4$KyHKxB|
zDqpFBtiEy&Z(y555$>`aGS^-hiOsX}jN}KMts!~Q8|b&V@wf7b;dE&WmWW8^T=pLg
zO;Z?p=&%$xHtbTR8~$Dp05UuMpm;+~onpA-q;0D5Gg-0{nQZ7;`P-2!HSdoi9QRN2
zDpw0`R&7m|V&VtKwZ}myv+x}>^o~QcP8Dm$oF(5;a`JfmH-dR@&Yj+#8Cu@+)bBr!
z5Q4V+tZai+%vtA0EDD6r>;<J}K7|ffJ3poMTkG5n2xedVI6gqgy2aMzf?)#%>vmW8
z(k)jJ23p*<_8{X53sy+kWbD$l+=W(LkGHXw1O{M0LhxR4on?>;zpQOuUyqUb(tdD9
z3e|T>8+m&0J!vwR)W)ag%D%XHPPE>+WugJg-U(Xqn>Jlg+^j9%^ODz7M8m9~)ek!_
zf0Wx8DheS*pBHiz*U+T_FSiqqS()5?`t?ZUP!iE}dN)%iPdNsQQC!u*{RsPNkTl=g
zz{VW|C9it~9_AI`TB=kz6WkYwFQuFOuskF4&yiVlY7e8h%hSGxju$RnovZoYYfQS0
zZS5^?X-1E1MBZ}w*S3VWHR7r53B#`COD>)cmb{_VUPHI8La*hQjpOY;YUHoBD|~g8
zE!j(%l~7BBvxLmI)5^r?_Mn4f#(UCNzFSAoG2;v_zV2EhMzzU}uMeN*d>dg5obu&-
z0HOK;*LiGMxp#5RZVc|&js_zfCQBBgJB}WT@Oz#zq#H5D^0wA`Fep3@(nH+bC5%|p
zxj6uuo>72wWkdDm8HPq=1#L8&`EDEW>l}R~r#J2JvDNz^gBy(mUY)T7ZqL*6yE3A{
zdA4zPO%-3K#10Gm5+U+;gr8Fj4CRw~b`^xaV`2!Dj#hu&R3O+pc@}ccrDHGaxHsS_
z^l`@gi7Kj|#M>XJ+Ch5kn}`rk!y34Nu7em4yT5^w&{_sb;K2mpnL+oHc2jTcV%r@|
z+7gL19Rt`YAnc?>YW|kR<I%j429TLZkd<Y_rAAS_>3QC^A=1B4d4A@=5P1P1NW>im
zB}Hs~WMa*1urZ@J{s_2|-U>fF#9U;4(4J0iK9xGmZ+E?myJFm^iqhJ<m)-u|@QV4p
zfi41uqTY>2TB3NT_;+l5B4O?1w0$qNvf0{uhY9s&R&2PZ&BOenZL5p<N$Y#Ej6xaw
z+fL=^gb0a@35&@pN$vb^W^!;Uuj{Y9{gHp?iea;*8vk}Ue@W(&<iA#3f9DbWm%R#H
z3Q6%>;;xf^)~a~KoVLg=i_68#G-WLwF^Y>6q=*gqmwHW1{@a%1U;QN3|FdLWeM_od
zv0j4q+ZZryv|WXI5E?3vhyK^Gg23h3*srT_MsN=Lm}p*&)72p{r=F7__sT>ooLmWs
z0HILVpPRr~Z_86zX^6rAhs|aMxKei+XT=vs#i3HyHH&?*`=pXOi$&&IW*%25kR{2R
zkO-Hshh=)@CTca|uvPTyfzSW;P<LNFR30l%nzRSJy!bG65!(JTp8rSIHHOEvwe7}s
zW81bH+l_78R@2x?W81dTps{T=b|=m^J*O|u`~911_RQXU@p;y|u^dB9M_pyMveD~V
zl0SB}ms(a&R&rx^sn?M-^A+S%w0xJ)<gUc%p$=nhrtT5tW!0WJ>`GB~(Bg-gHs$ZD
z@zzgU;>xU(ZS(nP9ZF+9xP(*H=$6JQ?)8t_by)ZtIaTExL9qE$>w=EqB-ZTj+zbSJ
zkFEb^a87I{94JfF?T+rY5hY^nto{K_5y`ZJ%@S~dD&)aJQL<eqF{%X{mi_PYa{oq5
zaiF{Mm`62QuwvJ)9c)BOJ~E>HQ;!2w5^1fb0#6G=hrf8t#X+qQaDoDo#Yr3q_JB0c
z&}>)k1|T+CnXI~`UM;yxa9CLGYZQ`A^)vIIm?2%#-w+4Ydr^YF&b(YihXBK0+L>;<
zHP=+-RQ+Or6zAWz8>Gq{1t|BQjZDs$ANvySZ-BxmSqm61S+((zzHXV{l3q}gm$JHe
z70S6qW(dq%X`^O3dS7R);arom*;KpICIt7k9L5axyZtdlG6B*^FAf1(5_)H6Y0VX;
z+u`5VCW_bK&c@Q5t4^s|#`302dqGlQA<#(CW*HMq;FP3(+04hY89@undLA}g(%8S<
zOP=Oa^!^9xos#&Aq~_bL)_Q$8OMROgi@Z}_Hm!98YLKu8L;-hTSPHh48LOWjj#)%&
zq=Az9+swIqE92NKm~XpF`%G_XbPY`1g=9N}wSB5XXUHa6uG_%#c7ar8JKdqNc?yWs
z;Sso9AnLJ>J@OECLuHjtH^vw<8p!%vq#I;;WM;D}K2H;-xG$w(<*1tUzese&-&}<1
za%Q`$jK2WSQZmVe##F0~R9Zxezqw-AH||?9;NdCpL21!%sK>&(BDV4ng^GbB2s`Dv
zN)zkp21bz#YK@RudrGxo?c=AYiv-vD0I-{B{wybD*QDV|1Hs&DxS~+v!K9G;XfgAX
zh{;mgbS-&T1>VemxQXZ<quIZGrV9CImw5PFS=H^+6IOF?JE3X+1AVOEp`8#?wcE(F
zbIK_avBJ`5oUL%YpX^iCri<fvzZ6i68s87#+B@>1D<H1+$Vpxyha9z`(QNhBl_+sQ
z$!8=j88+fT$mDT-sQMU<h%;(5k3I4AR)R3m9P>V7C<;?og*I<2e-T3=m3~ia!qHRN
z5GCV>g%zDRQ?)KHP+`PfuT|~A7mOZ38t1t7C>~amInM9}LJ3ZC2B=MSNeoWyz`ECQ
z64|JwO&F#X?fK{Q_zC)NT@NzbC@S;Lwl@zPX6z>ER?dD0xRLrSLn$sGmTaAlpKl%G
z(I{<T2t!NsE6~IPzu~E|qsWyb4isUbFiZQ@uQo|8Z~wPSlrGf5ivL1>htfkndU*Q`
zs6rh@KAy2wUK8UDG6kwVkJg`WD7jXSv}CrnxURezgh3xQ<3=$OMSW8w$Ko>nf@}T-
zHOj>PEid-s-=^WmV4x|0oqVnwXm!ZYIWWBTX_&Du^BHWy<Dg9mR5!ssJzqQXGo+7P
z*-aT5hhVl7@%!i{2BG}FI!o8TIWr4QkQ@I`N;&bj_rpe%Z`jHI6Jaj=(OE9xxcrAC
z2!t^H(pi%JJ;Ss9A};@bB20COzx8Rl*3%oJL`)zR3p{8KutkvM1`GGDuJVvwvY3C}
z<nN+8kp3OWIF;8D81+Ab&Yk>b$X7pI<K_z>p3cuAhd1vrju;#B+Cy9Hg9BsRziN!(
z&tqZ$nEUMpSr!#%OleQGni_X=N^6%!&yiw+xcX{^x-^Daj;bi`-oqkF9odgqZ^m1V
zheF*5s|y^78%*;$E2q}h?Y0w~-9EpOL?Gfb&q1%ThLm^t`hY3;at)NHIA)yY7DaFt
zw|Ip3O<wryrZ~F3wSdb2rrNGPTC4sD&Av=YGGk1^uw(k{J`TUY4nUYZ_k`+5X;igP
zi6$_yW!L_wgyhqCOT73a9!VTOrfi78Bah~Jb+zse-{*_%In=u+<M+pS(pO??HU~z8
za7z~9e@AV)%zz`R$jO@Q-hOR^vW=bJE?`b#bLQz6RooDk%__xw>MA)+F}5o@OWc$a
z;1v)Z0gtroXDVhLg9*M2hM26`-N3_)tH$T#nMegDf6E`6DfVOy<t}(U_X|eNVHM7_
zsd@9dTXXX_(tM*ba3TXig=^Z44D9CE`g}~rruyyL_NK$Vm{940lgW>PK;t69v78<6
z%V3OUq;t!oPLf`E-k4kYYYl{qgnZ<RO*X8>k|BrotK4HDTgf|yecTp#4omuEiM=QI
z(KDZj2O<~#{7CZrND0?eid#h*+O>^Ewor{4zSlSE6tJ{xE7M{xm4_H4vJI<gE7-+R
zpv{AQm1Wgx;+OH~M7})>)}KXhxSJ5CMax%{%~#Rq)AU`DsW7d)*$NU)5!!W_c;y1v
zU6>nXEF~1?(d%8b?Uebnynu4cZ9Om3uT=l><v?}<Rj&~p38D;)<D5n?QT*>{P4r|&
z>m#f;LxDH~!OxaXW_yOV5RrxT!P(PEe1etN9KlyYFZuTFZ(`H1#HyJsE1~Y5@?UCK
zjLDz!a%yz3%1ydXK=%<1a*>hTmwBvN#v}r<X8Z~jUYraMHsYHQpXR0}Ut#J**l1r;
z0XJ2j8X@>daHnEY0Vf4vq)N-g{6`oX<xMU(>26<Kl7KP6>hng@!=S`0q#rjoCrXNU
z&f&vI7-#+(kTvxx+GMZTBU~Sk;-p<4R4G2A)9y``el4=%xP<BO=A5Jj_+j}w4RWtN
z{#?4K%*b?&K&k8Lye%7_o6y{;(2Q+Ah%tVp`|vrZe|{QY(2J%<1XdpAun!0}5_UaB
zuMzk#(gGy4w6rY8sGJ~WhKoku(p&u7qTJ^%E5k21nCXTNMczHuko4Dxw4e7F_fTg;
z=}8!LZUxPtmVB*Ox(Jh{)opB3wMO?$kyEL)vk!()VEJa525-R2P%0*E0lqhuCpmh)
zA6oc2nA?5(FB&a5H}2K-J-4&uGd_xU?&Sg4@>v_uY~LU6mf9S@;HbZJ$0drwK+4^k
zPleYNngi5REcqdh#vjGw?C~;XPNm|susNHDMQO4}Fej$&Qlt%4_NQd6b~wRLi-J@y
zFAOZylGE>p47%nm4QKX8LXD<M8%w?ef`DFh-viEM^_2+x33q7P=gckh^Wm4{>G&OK
z3nr&v-Q>!4fl&${eFc9FqcsHs!O<KRk-A~gRwVkDJ#cY(#RE|Z>|_zrGyn0CqZ0tJ
zWE1lj7B#rmc5sx&`%8;F&|6QY!f)3&fli}AWPT$PN+)hybA$CYNc#SxS&V8YdJNI$
zrS1Kw0T+h7T<^FjV#oPaqr?GAR`_I_I0>MBsXc9>#UM5PFH;t1+fS|3YUHsi5FOnT
zAHBx6ON+6OymzPaEJ9bfO3S|pGG%1sEmG0K0kWH*zoA(Vps18q&73sxL!6R2G|7fM
zs2i9+IVS*y>T+Q~%{!J=B%AY(4w`UI=W`)(6t6vgk+DTEIo>gQ?%%Ey9LkVJSBfqR
z>dtH?4ct-pGb0k$I&$V%>gvnAfOvr7oUb0syoMN#Wm~mP2Qq0cm;a1ZsfzVERZpG!
z>7o_NQ=TU`ji6q+=3CrtwIoq@U*NW!wrI_pUXd5RK9w>dUn;oLd98ohb6x@Hc?q<+
zea7WH<6aEO?3)ddLT8)5-QmWR#TffS;Wp9I|K@gDO2l<;Y?+~!KllYr?)7|_Q1_Rh
z01csw_k}ZXXAY!HgO%r0p3ue?k7EVs5i?A>1>f;{Uw`N~F!)L6Oq(fnJwRdybZLa6
z{BYsL*hk*hR6r%NrDxL+74j5Gq=sD{HpumC{dnqu`v=dzVaRRI^$eiJC40s#xAo7R
zzLk$+nk{MxFLuKY`D#9m=e7r#G|oJ{dj$mtt}148t<Che%-l#t(bPx{^2!_zqlR-W
z*}~5kG6wi`28^z-6nDtq|62%dpX|k=!6+7sGuK!o_`}QcY-qQ7XmL*oqRVR-c>17)
z+3X5j@X<o(vbM239W26ZJYD*-cfv4)VS5wTF6N_0gN2Iwxxxv|tPH-x*Ob&WjfyhE
zcu_8&O*-%j>d?bE8GfnR|Cl_~TKu8t8qDC>#lrzpW2S&FG(g#oms}kh-LQV*uKtJv
zS3_h7D;<9-8Z@~RNnI{cajpqe1~-Kjp}GGgaVDj`{8%(KRV1T@jZyH)W|S`qppXTh
zj3DS3?{jQ|9JNVbE1K-j9fL8h@rmtvz_})Ig{?6Px!-S<PKB5%6$LaJrN9qt(ORNb
z))(;<hQzb&*gOhC*pIOkLQMT@4O+}BX2-#=&OD<s!8C+Q4c#*r2J8oiM8w+8PKMw=
zKieiwTHcr2^SQF|-st<iW(@oLymyPlE1Fk_j#YXSJpYn`VR!Z$&(dt!dX;No*c+9D
z2|QwcD)~)o*=%!jhVK`Rue<JfzgN$z)rdpvYyCp`_9jBksqwV)-pNQ~aD3KY=ZEyM
zh>F<L?HF)o@m+A^1~YVR1EJ4qryi|VobEa~iR0K$8~1K|a@8@e?b#Y2l2Yfgw(cph
zNVxN2jk}4YK6nuxO>cu|xHQ$``@}TIdn{$%)lH5ZJ&B|7US_wqAuj90(~<CtxaaOx
z_zm2<dt9xK8V?~WM?)Da(b>iy(d+YI*GgCc#97hH8W@%PX#O&>dt?HQ1ta<`86|TS
zCI0R+IZx-x{pw0qnz|CV(~4dMcc@NEn?3xx%y(23j}M5N-&>^8tmri4+Ss@BP8fpa
z|DAdTijjQ^0y2&<>W(qGsDAq%;u)*M+szr3yBg<fq3oF+qz+U4$mwE^c7Q{LS@}hi
zG*R?>^}zOxz3DUC^^2M=l5%+hENlU*ik_MNVeD#1^`M0S!ME}+ZQ449FyGdP4<OLd
zjM`fm(2m>@JjXls+AGtiO79F<V_EqyNvL&LCpXB%#f?mUpk)lSbm@}IWr~E;3M@vj
zeu#H&Z~E9?slJ3?S)8afQAcm1Y&!2e3RLfmLdP<Mgq-v7f6loAecE(iBE;aXw+utp
zf6mwdHJ`-yvs4dWYOn`VFQ9Y)1A<*W`wGZL&(4vNx66)|ot>TKZ~0iV{UpRaVF?8N
zH+%ppZ60(AtK6RaA8B+qe7R$ak(qw(&<p9UPrL~Xa2lk{jw*UJCMIf;O^WO7va`PV
z40}g&M+;Yvio%(~#Qv{kHAJn&P2sB($C=ZO2i3+(GeBRD$);$jFW)~<6~9P**6q$u
z{=QPqnw&9kP5vRj&Z8IU`nO}6l_~#|iLMgAm!&tFby+}HQsmuJTU$KGpm`cYMoCJ<
zC8FgwMt~?&p3L*F7SAn~7XkOqaaCeBq!++>kx_V>7-peO0}qCyS~O$@F!b=KLuUPl
ztQz_EvX@?OOt&ZD?ypswX5+|ytI4#XnuZ&S_opGCnk;y~KOZEN>(&0bxLyfNe3&(L
zLba7VuQ3SW_z|9&S!;(+-%FB>1ZW)OVC<E!YLXQwbZ`jG*U8#Xg2QUw{Kek8!e-q7
z2ZK`i0=_0VyY{z|2a@k`p^!awXsD!kkhsl(`O?#K|0F6~DEK?mX2LbLO}(PJgLx)m
z<cdM1I+dG`!&5#=BJB}kWHD^ZUdcfxt)@;Ov6Y-#tecC*MlS)rSKTrPkUkXi#(qGB
zdSLp>LzrbMr~A&CS{UlEKt2u+5BIzvuY|!}`BiD+H*Vx{-3HV32E<(2c9~*N?uKB_
z7nA*8g$OzdIVG=gelp5l;c}#X?U*`SuV*01kux3K$+5#_5EJs37mQ>VRFqeF3|!Lp
z*7xxmOMmX0dfN#W#;8Rb_uQ%QyRvJh^%#!!d~-7aZam-VTB)Y2*!(P~@BJ)GQDf%n
z|JKp-cEXy|n8m3{|Fyl-mdg6*7)4FF7YF9>VPOk0P~>3Zm7o5ZQ!wh~2MTVsgvj>U
zYh!~7#%o=xzsOfK{xeS=pfFAFp_u-$z}v52twF}PUCXi9!m9W|CnE$x`TJwV1>M#6
zLS?G_gOZY&R5$#?GP|upHZ61HQZYQ0Dnp^QW9E&t!Mpt{Efbh!8BK|Hi5Ntt!i;8Z
zIo%MtAf4j=6v#kt>TgiYr=cttLv&jpbE!bnihg{fkj;BX(}@6}>!w--vi(NlG`BvZ
z>tyP08w<6;Db{Js!cB%%*lC&X9(bE-Vb-TjT?h5&4)wa1&>AYi4_^`HWsat2{&Nf}
zFtRXF<&%B^$Eez=_7>96w-ZmI(doH@`BD{b(~MP2<W-#+kYu8H4MB>=l?Bt`;rGT%
ztD=lnP);*AQYf=qpwSs5?uvd`NQ^I{>8D!8VWj*mNhL}CVl+C)GmO5Pih{&ns=Cp_
zpUJ${%PGTZ`xf1^uOD3ek~yC4g%aP$G;vE|{}Eu5VD)kELAEx8JVQkf-dk1&%U=zO
z7(;b(e(?L@t6tU>knc*AyO%?NF+^C~PyTFyKqB{2O(^)PS5#^gRD`rhFi2{qjH2O2
zS_S$vru*~T%VrFzjVlVCo(x@o<`FSg5xdl2<~u<eD+y0{5qE#i<JZ(7zw;66AbB_3
zlv!Q&pbvw$7O`Eo0^a=$bZ0VxUeqOl!`pZVamKsX1<x1e{`US|!z7s-qxlgRVEq$w
zqyTQwII794*HpCUTli+^@%6q#+8eb!g^yZnB{OBsJ=zDzbT7=zey(e@qvqd>_=4`0
z8`-~!xVWbpSL+gk-p^9!Y<?$9`<Mk3uHw7kt}v?K)KCYxka5taLX|zzUu;gwJ_3}P
zp;NE?XfpI7Ir|5$%^wqZ1FdlyQzrWgSpT&NA!<+u-3rC$f{F?nxnL(#fVY+e5gB+3
z!V19JGq1#m*}^Co^<Ht%$q^z^qXU%Tj`1C2Qye)n_sV?4ad7nWHwRrmlV&N4B~6$;
zN^crTIQP{6s`w9BK=I*N2u6C3WSli>hZ|^fj|@o++LP%M34N%&W7m#&n=%lLA%p$%
zG`;}MJC6ODmm8eI@w2mx7~mEM0PKMW03{*OPEd3n_mWea+|r+)@gx0p9|MbyC&Vig
z1&?MsyXM22hhh~jb%D_lj$PB&Oq&Gb4Dc<jgapK^>_PJIeQLAq6T9odbI$wAl81Sd
z^$;&>*W8-tdRp5%`|0L$PICoom1|>5)7<dqwN<yL)X5%I>&qt9wX~SkUuq7;$=g)K
zG}~~WsY(NGkdZxMNE8BzkOM#Lpm<7162*g~CiafLw@e9eb4$r1v(fBc(qV9~nCEP5
zJ~sfkSGI1~ymJybmTu_!=elHQ_#&PqKfn-ykOhFp^`4V&V=@Pcdw{mIa4_HFQcfp2
zpG>b(opkah4<JT^6>!k&ZZjK+eLgFuW8sBqIVG9)I+1DBFd!dw*VB$)V3yI7@zo`7
ztD+2VQ4TGj%z)oY?jk^MU@6x-Xa4%D`49_D0`y-`s}>8u{MfpO3A(f!J#5Y!h+?X1
z=_I8pE~Y9Tu6%sg$uv})IU5lb@gpfAVm#7LWyZ`q&`kY}fiqi5R#r|<PBu)zb}<1H
zWZMlNd{CRZG9<r}R)JWqg|04NfpS->E2i=4<L^R!K>Y+NxxI*d6^SK8$``1uVx0>6
z`>THy`uBC`@DGes4#SM#hstZc^?z5!U;q2-M-JA|4`NZdDA~PLW$d!1c4)O0?W=1J
z7YpmvCUp4!b+2{ks~}MK7vWw62EVpMm|EJsw#A=lj1h8)jNDEvYCB75eESHi@$t61
z)J9bQ^}o1Y9kM?a?_3uhmK0tWMJ1yhJ;ZS1b#P?jokPip$r~@c$-ocAQ6cX7f^cDK
z6_4xOw2!c4f@@C`*PV3G+{o=*WY7f;I`O8RdtIL1IjdD<iWk*Z&}bRwdx<;o;q5;a
z53G^Y3UCjhKwdv$CiS)O3LQ6NV<!sVCFc}9q>7IOzQi6&?fW<T3C%Lur%nSMCB9u=
z<95vYW0(ihbHkfo0M>;*gJgYIHxzY%bQDrMZo|g#$l#(##Fo<gl!K$(LS8|Jf{WUU
zs<u2CCw?7cbybMj6sg>e0mKY+!f>Y*Z~=mvzMz!WWP8|^uA;AlOztz7u#^(2*qN(w
zyl8@dH`t%nIm7_z2}5D)M@!YN8t7t+YUAh4ps61SJTB+3L-2I9c?kR|4=9b1@>M@<
zSG;<T>%l~9xv$rwV7;z6*H4LSa7Fqu5SelMd7X}CXg-Co5fik}N#232P+2kmTrw<?
zA#OBT9Y4`m0s~?!dqdAfZ<vBDPnPQkw!h11TE8EI>(F{;CS(mkVwWG6xxe!KZC`v&
zeZmh8Wd`yg%lrjch9i+1=R1B=WJGEV+M(V_gKMb=t&+oaBQS2tZEKOsg$w1!wyWUT
z5T&9s)F*UqdbY1+)R?dd-JX=})fUbXDl?**poUWtYGVt@Hs1<kZK3w~y21m!YE`zz
z!Ua<;)X1VkkRQe*6}O*W_^8%}{?luF@ko2&VArqV0=XCY9(LgyP$5M{^&*Ux4Gsnj
zOW3Ud0yU$Gxnr;-x9Q2R>Wy7(mr^ACILj&&pJ5z{n2q|&UBJ3LPs!^SLPP_ZNVoG7
zy3(eJE=yyGgRB)4nLWa6R^_K1&BJx-5zBB4-amb2wH{uLOV!m|u3o}T8t#VN!tkAO
zR++aOF?4Je)>IVblN&?j@fHGT$_T*1XyYtx^70sRa!{f@i#{-EO?!=EGyQTBULy;A
zFh^InaO{0QP?kQF=lcA)rXp4@+Mg54W%s%&yi9v9HWXdo@Oxt2F+3I@DhPRdQj>K3
z?Vb_GvP3>&g?y2$mNcYPKlJFYr()Lnxs=9C*x-5eSzCEH8=)2dsPEGWS^gG=Oi2ua
z66ZVt-v1oqAp!b>&^S9V<H>G2nuv1O)N!cWSmjho+Bz&jqRw-sZo%a@sCX@w9h2Y^
z1JvtVYi%x&->}7B>3M7nMqDbdi`S=1M#kx!DbtjSIGmgtarz6P@{h|g7td12Dj9-*
zny^QSuw^pSptAJgi${x8w{PnVWj^Nb-+AU&8Q|7Tf$oXwrSS^Q1TgU8IzPD#9(QgG
zzKVV!GluMgJ|aMpAC37j7Ade+LkVFW3xnjnRy2m?Oqi)RF3sULLL$}MhT^}H->SrM
zX$)H}Du70A9v?LLT{-Z$vENVrB%{w(y_(F97cjw78kbn+6Kf|IVe2CJW$T}#2^2(6
zaXUsIdOU<<rvl#Xwg`0*>Hg>9V3<>M%q?}3SV+f<sTsOOD8n9?Wb9RLKS=b98RwF8
zQRgfO{g8J-DFYa-*#b9L1%z6=K?__0@+48R7CEU+txSq5B_SyPLMdLO2E|>K>Gr@0
znCq~({AinOG*-F7EISVtsiOye5(ekT&rAECmoW8g=-MP%{o9JGX$r_VN%k7qP$1bZ
z5>ZO@yw3!tH3ur4zSJaYvDC&PI<hSueHBQ%s2dEm2rriWcmre9AZnTS`0))YWNaXB
z$8Ap1R+z>l0B9kI6HP)1gRm{|kC`<~x|h)iJo*a!V&07@(Z@O&!P1&M_iKBUTSFgF
ziZtNsyv_`+xQn>2`9}4y>Bf+fgYNh592#_o0*{`%)n2r|Bch#3>AQ(}?`d@Floj|a
zLzyjMee1^LB^+^@mX3Av`W#C5AM0-m`VG74a_}W#U;@z{EJFn19W?!cA)MCUm@3ml
zN$#*rSDGT23~j(U5(zI5Uml)?lrlxi&6WmlHW)lJ!0^k8&<q55@b)Yy{kLzk^7RL`
zKY~RpUZlDrEE;R23rzcqmwKl~N0?kgm0mSUW@AskejH7c5c$!!`$-5#pQL^2n<Sso
zkR7|_a{{JJJ*-z050M!~_*}H^L4o4r<FjOHbnA(U{oumFT|?SF$u87C>S+C6b4lBh
zuun4dB5J0=ksb;J*#p>j@P;lgr&$Z4u;Ot=78m5=1YLZ}YFgAcx4exX^c*8{CG|iF
zQ89rgrYlYJi;V#^r{2sC6V;EO(xlr=`H+3CrgJpmi^gctTj|goeZGt4Bp1!y5wrWz
zGs8g*KM)D`ml{Jy?aFA$*#ur<;U>G_Bc~dGE{=f)JNfC_^~SQgQ){7`_FZ0+@la27
zY!;aO5WAR%rJkVmfT?Tp)q6|weNi?g9_)$apZQ!otcbh8XvlZ?+R&Iz0cTG^|1<tm
z{x$wLzOn2j^r2o;1V5wR&DHg#_PHNs>Wj;NAWU2~dPb}L*>zvO1`80r1zQ>Zxz8>T
z=c~}D>H!-6t+u<%Lx8e3$MrkWl{q&;pQcLTY1DULFUk{?!1vX}MCb0W+EfWhgZTf>
zJAh#<u;a_0<l-X1Z13HO#mqy9wKE^bM`{}fjR9Y<pwWPeG_xDPy(`BXzuV^Z9wlpN
z^4~WAA#)h}R{}y`(aN1NEvhev-<jFoo@<E(iLH0ZvACw0sHB{%wBZWltFQ!zG9~h#
zK=A>!_25sicNn8ZMic$-OTROt7|K7Xhr3U3FX;cvea2w^&S|#4sc-9M<tFR4?m?pT
z@(?ti5^{M4hwmN#W0I8&_>*UW*r>L|e0T<}Z-DKC>!~KS9fGgv-F$S!rfE102rc=?
zV;&;^RM3kmW5YV4F}BjT=5(7w=M3Qi{lppdsB>*>e<4RW^))8<?{5^X(xY82HdaQq
zN;~~c0EqaiBB5Dd!~6dGTL_7oI_o(Ady-yIi_G5FKdB$E34SNHc3=K9|GK2^`lfS{
z@-eR-F1Xj>4?7##$wJ}Eu@M(j!cg?%+k}e!(KK(2xP{{oVHiC_NPFztZ+urjn4Vyn
zVnr62TL6)sWWJ<eh`a?tDHAp;KKhr`!GJQ&Ea`EL92tyX{(SYFg;4x<1ot8O@&Cyo
z1Hg+F{^YxJl!9wUzW{(5ttRQx@oif0_M6evwT6Z=5?;L2YAa)1<K}99IMY`S$b4oq
zxgRVn6mg~WYm#j)j20L)+T~e(jlgv0L>dMG$=~fXyJu0+(oC5X&pT^`=YjX(0;mkf
zL^~ev8tl)Gt^8I&t7-jGF~NhnOLTa#CAQe)_{P$3g12w`-u|U?qplY1O<YzkI%fYz
zVbvJbs19X(SDIp$E{M!ECk=NAL8fpNUkg8b6Ry!s1`}&MZUX~uuFJOC8U#0YH+!}j
z3wvJ3#G`1Aj-Sy1B6Jc%RQWf+-0oGe1Js}O#Gm5JhW@E~+0e(zXy^SAlstyu8XvXL
zgQH%2$a*S9F=m_En;pc|{U$}o7*-sk%Bchf9zK%}ts5oD<=NI>n=>#Sb=;3sBj29%
zb``C{p%ben*;nz^eDyaW!);uNf7VF(vSMvD33L_Mma6-`_3rh}rqquQ7OIvgQ_z!p
z(K{L2dHc>`uN=#086B0&&n*@5)l)6A_l(;S*%$k{oL1j!%H0&_E9S#ajov3dO;&D`
zGWQ^T>mo?TNKZw@($^RXmm4zrsjf?d2)}~4B7TeXPT3SqbebOw$F5bNR|Sert^2X0
zfw`cICLz%j#`dJIIcjefqFQ-Cb1%I*qLeg_B&l7DzbY@;C!#g@pB?k>MBG85g(`9M
zZYPvb*%FfXDw#2+_~Bz1B37-sQhqbE#97-ZOG9}8^tZei5x8KXyv%5BU!GkyuG(##
za^H5=m_9!p10%D+<NngQd(7}tE23wt(l*1dXzpgNzC+n?lcJTi3=%pvtT||XG3?Le
z;W8=Qcqd<c^Aw63f?@{C5n(|#B+g5XePfKjl$i_bx=}wW{zQW*(9y$-s>3$XV%F6C
zLcu96+n^_`7cCsHVPf%Pq%ds%hY~6jCva^2SCYYG3+jhLYVn1V$@Z#&&B)JBV8OI@
zFHNlDQCSLwtKpL`nRt@5%NZH1T8b-glOktWI_2DOR2K4iZewd+ZaYOud-s)*@u(Qi
zR{rsqxccR}l^yEqOUQ;v_8}42wxY3AA)jO_db_|oIB%e#3A(h6q_->=*XpuO{AD!C
zY;8-pAY$`k>4w1KtAoc+7ABx~@E~z3Q7e`*3I!$AeW_M5p{S2@J?HKTdN5Z^{6X~l
zf4zGExS9B$G0IvX_-v#gE9*09SGz~+u4O8+ss)2T;_jO3w-j_PeP1fYS;!^6_+gZ$
z^UOe89*7vMe&#BKQe^`%MrjDnhm(fvBf=l%G9tbx4Gc1#A1Q1mkdKNkoy8q5=+b@6
zAkR~XcZ{m-|0=bX(y5W4I&D0UE$(8*Ami2`WXyC7MU;G(X~*Rfg0Hng;0=9-7u}va
z2hZNHSuq$T;061W1xt|Ihy|%a)tszug_|kKvA-0zJD+o;Xts-(y_PkfRXDARpWT3r
zTFtOgR%gLF0!+kkcR4qtE`!ZRK1@hP0RjHFvy_0HBP(!(IicSUAx3wf2I`+Huj=4G
zgH}fZeY{zPp?;0s8Db1wzJIJ|a}VSCgC}SK9vrX{!u#*}w-t39E=<9&m6kEOkh*XD
zEve7h-fHusymq&dxw6w&M-)Gmdp(S}WT&`uaff7;EE32>4R_0^?F97PeGxx0kPMZp
z_#$?1>G4nw&H^#ME(WO$%QB#Vjhm1%(?mY1WY?YA1Z_56XF8ucY-mBgaml)R+@H|+
z@qzH46O9hxpZr!wpMHFyq0-na^1JP^w?p8{*&vD;2bSTmZ$^OF{e*FlnAkd!{w?k}
zBi!>I_tp%B0lr_2sIOQ~0G_a)5B`wDKRfld#Gg*RJzOrN!b<YN7_Kbww0D(CW6)3h
z$moBgwfDb5=C8%Wjm&nrHPtj_<zx_hDqd}Mk;D3(|A|Z&AOGClp=6%-5bd8uA_`m)
z`O_yGO3auk{~2vRz^qe)zmSMeLn~~{mjTw26(YayI=}kH^Q{nfOJ3pQu>quApwuDF
z@L|SjKv_HaC-Xbkh)%Olx#W_&cv}j)rP%?}`xS-V{qX^eELbt%W}^QZ073psVg%}Z
zj#Hd~1;ks3mS5^VO^(I}2HVZS>u|Y`BDDoo>-Y|r2~SEl^$ps!a#`3tCfgV(BaEKi
zui~G^U^{#`bj8$W1NoIGr<!Ed_txMYq)klr`x@b1sGCt1>VEPoUAF~uv_Kxxu2VuW
z?;#F-&cq;Wqr4D~Rq`;>-)pNWAVH!ybi>|2MIUODdd_+b<*<QI!snhsyGo8bFGp^v
z(WrLFP|6~}Z#EqGni~g3Ps*_rsNL$`c0p!Bbf}Y(GuxOUOVOfsMA@N|cHPb|kN)@z
zAI(xS>bSR_a1-zb<Dq-d*sQ5GdwsDxfh%=-{<XzSZ;Rs`bt6bWjaqs;G~uaUz!tO{
z-hd03EhqgeeK<HTCqBLn@I(@Lyc+nhpB?(G5|L+`_{=|sR{eE*O)7eS!^EWlaRf<J
z-0!}x1`H#_dyG-{d?(;}skHjJWj5^xn_$W0I9s$VzFeay=CAI%@obzaw5k(Vq;ZAI
z)>D1;38yf7hi2>wuYuSeI9r<yO4{6L{<f;+#Ed2PHO24RTRl+nE3MoP<_Rh((X_-@
z-U>Z%NU+`4!Vl1UXR(j402Udr!DwDO>I^^F747bQ?KnFnB*01N;=G{H_9@|u>G6wy
zz}F4W3LK6J8Y;|wp)+A;T0CP|U6&rRnlXBZ2*xPHUH{v7cVS`j%g$z!np?F-jZ2wB
zX>;av?QbJA#UsaTNcU>^A!;D(5NrP9&qKUW=yQCIJTtNgp?R=FSrZfIA8XbM)|B4;
z4Ci1|domX>SxNL?f0BX#y5`6_b)O}bDv32wIq7|zwENh}1<h~NzRgQef9Z2L+G5n?
zyl3rAduxO_hXdI6)kHCI$G#pX&F>{0`(>HB@@&``^N}$<Lr?1yzFabbHq?Bzw~VQF
zQS*5^1NhY&SzB3IRl1-lzFt3B3yL;14uZe*OX!R7Jzudsiw|@5_u?v%vQ9;LU|5!V
zo~`b2py!VL^16Sml>XU8Xoq}xkiKL2mYS*prXw@wYj#c~5<92^+TCv%ZpLFU8XPlW
zlpikN0Jntv?$(PWc<k8Tn5x9hR=%4j#k7`oPwqljGm~f{t7QK+t-ax1_=@e7XRBtG
zFNh0&(>|r%DnZ>^BM_y4m>e+Cr8<B(^dUV2Gj<P5&S?QUb1drfr_dbH){E$<(5zk5
z4?jpI3P_J*K_UTgqJj803GQNzWK|$WRu!clS3l}hVQ3CTp~_HZCOZ1UIGD`ki(M@v
z^;j?q+D;|!+JAYDwwilYl474+l$;tpM-LUNtQo$?dh1TfVzruwp*V95Hk@ab79D)*
z?K#i+#V*Z483Cv4g6hoJ%htnOoc}X6&qW~=eE=KZ@*V7%2<s8*W4DYn>XnrwnW9ZY
ztlWaM*kr(SuzT>`5S3FgZCD(N^;_>a;M}p^_8O3rZDcca|Jqn574ZW8@RWS5v{YUH
zXgF0-xEsE@Lm;etYh~7b{WOxPk+rFDdLNGrNgCKD6tEuccuN@AHbY}q_;H%|>0FPz
z>BIBO?c=J)E}h3!{6UFURyUG4i#iUX#|cY?*PQXz>n}#amyKd$AI{lnhqJ9q-=AFw
zeHH%qwoLa0synapv0%oZ&o>@;z`N^+UEH^6e%^^6rUZvv@;$@cb<xugOU_RD3+dV?
zlK!xzB@97c?!G={Pv*B{jKvs@V$FFuTDUkX+VX#BQJC<4Yk;4PG?1OCz<fC=3&p66
zwH+n(<(9126`pyLI7%cd<rS|KjVj}$WVc-VLAd_Bj%k@z79JiB5iMe%P*N_>RSPlc
zOY7ioM)ReF!@6z9uwVn7P*7yN9}--{y^wro4zv6I>P9YubNY&Lw}xG9qBtChq}4$C
zVX`BVz@x?Pi%WmsaWAfZD@Uj9)UWXss5}F~qIzQbeL1JePN=Cy+FTbT!P~y><&hS`
zHYfsie{6kFcJ@Ul(Czn&Ig{Rm7F+7U5MQm}fLHsP4GDQ9Xpe`K_vh=W`Yv7rK0`Zm
zWw1?Vy`|c~Z^Y5r1o%{|Ajk4mW4XmdZG}9FpM<lFxPQGVaBaaFufFyR_F%|8Z+7?d
z--`7-GhGnL{d{BpEQ6|he2@<c0Jp%_gZI)74ZYpA`<gk&rOrE>cOZB_-Knt4$a1LH
zeep@Fc=5ijL>pB=3;O=XPtwWsLNADmXq!=Lp9SwS<=yw(`RYCzp|8*>#i@OKfYzmS
z(p5F6`iu0s+Wcu2b1bs!OdgV2C+yIY-Eybrz^Yt5UOv|#j;tT2XaDv_uUCYd5V`P7
z?+92;<zvlOg3NOdAnCyhx0?Z*Ne}lm)c@ri$IJO)W%c!CLg*~vnhNTDA^Y)o3e>Mz
zm37n-=zZ<?loVx)%ORJrk1&F}a>%GqMQXpBx*J3GtyI^OftKTrzqE;z`f8honYtpO
zr!9Poz*nb4WgcHY!TLhyoXGuqK#osdPUB$bBkA%1U$7B5gmpL0ES9&s@6Wu@Zb>T)
zGAnzYCNwRS)DUf`brJ#Y{#UB7q$FFWsj79n?neNb%x#K!lS3@sAQLR=^?Fmvu&+2>
zt+t0AulG9Oe5RPU>qupU%)=WAKQePwAF|l&Va}|^9W~(0hd|CQ_T})EcF)&xdW1yK
zmfO6K{pD;-;r)3}--5!nZEceb5b?Yu>q>d2q#Q50((YmQNDIExC9_!V2`O;&YB!9G
ztwa=&V&W|BdXlm@mI&O%U;;qLRUmP`qojJ%n-r4=5sP0nwsqIl)l(s~UkJV@o%+RE
zFH|8MFmWhw^+e$S-r|FD0^TMUcfU-nKQ(gTM|}%yj}Y*#>o|aKO>C_uUGs*rbS|#v
z;6G6byULIohMbVKKZkiz8Pjl?NFIL7(M5)SHdP`=z;7p3eK<vWnf0a1)G+JBVk(}`
z%@KaD@*MHdRNbm(k9Ero%yyeDbIS-X6dM+@m7}WU%OKmx;Fb1^7n5e=&R<4py?*ES
zWrQzXL&bx3#zWjs>=sp6nNd(nxVWg%e<b3fLN10#zK^q`_lWGh(I&=Di8i|pqj6dQ
zi-UUjj(1!QiGowR9r+{1&hupJA;Ie)1HnMH5SPQ>)5%gqL88lM!8i{2!Op_|<$Le)
zue|uaNvr%kE{Wu#n&dE@uwM`DuM174&&^_sh-n>GD@H+C4ap&8-g(|&uD%P!j0$8;
zkXdm`ay7M(w5AF^N71jO9FR`k=I3C5PHft<(l9gh&je)Yi!_I9Ccv0AO+AD5*h|Y~
z6SYO~y5IkyqED0l7wi!fu~rnW#0hOC=TSGQ9Uh)%$=i5GQD=H0xhvdSmp)(e+#nBG
zD0Ar80BrTL?2nUn!v?AB8}856o=YD}C4UB^bGV#Jc*#rnfrmtrmd`QI&uPX#xhpR|
zZ;n=1PQ)aVC%GyOuTL#~Ri9rhA|#5>gN6Pzs@ICjSuCu+vbp4d!$96rk-*&N%A5r|
z+oVS3hYzXR;~~Pur!F~WZ*ZSv5nLC}QG208uQR{p<yY|{jA61@6c-hdGzI$R3U%4)
zC~<M+I{Jxi+B8?zI3m4c1@)Ycbar%!e9!RP^ADqygd=)MDN-1ZyTtMf6kgjM5Rj6N
zDnvqevTIRF`p22IMY?yyc~bZ?g!N9ty=HJfyMmGPnPFG2=yo*5RLRo3U%k%>%h7Ot
z=vi5<E`3nX!TSD|lvIk>2~ReXpO*8jZEd609?;}_>!n<ed|{%`Z%gr9-OWKNlJ(pW
znbE1s2K4YHGTj}_PtWZ`)^Hm6kso%k9*KuZOzSgw>j4&eRc4~vh>%%R;)C|F^DF%R
zk97@An3Dv=?q}BATjqCj;!yOL^87V(rx`M_z3jreiEK**Ef6y@!F<ao@0P5b2j^fq
zw0k3H!F4e%%lf$Pn<Z$A5>nsMnpXG22?t!06t!?$t{n|D%Bh09XAD^qbnqDW4WC?3
zY8GjgAF;lGAHssP<~!a3!{;nRbq`*lJDWfEc;EX~F#44-c<kx})RKeoR?|byhF5?M
z4}qYv&ng9@pqA~OOwWTgbF|{s(z}Q*fy+;&2`bKna+5Wq>J0vB2L!pg_Fq-2#lC@;
zZ8W~eerlYKqfbBJb7<Q|vQgi!5{WC^ZWVgoyWXW+;4ww~Q*ocZBMN<#FW8&9XF$Q*
z9oD~|8JRS}by3;F-5`@f@(2S3Rf7^2{US9$QXt@c?|lXK10xec+dU-HLbY95uG`x#
zD!#IN_a;`>3h|Y`(s6Jx^<nGkD$|!iTHa86RHH*=orE4Eb?IHc@p(VXktN_<M=&%?
ze^yjOe8-QLSM8(=Aw#4vo~ewf<8Afwje?-=aV&ZBDSAe%2SEChRmV9(&Gy9~jQO}M
z(pcPe`4r%PT2)X8*sbpAr6egI)7i;}ZoAwa!bfC5oaWY1lnmgX@GI+nDRtrBKk*p&
zyoV*zpZ(CYMl<ePIM-BR)k<qS0Y+#(S3Mt&(XATiwL_^I-zF2poD+wK{f)YG4s|6`
zXGr4!!iEzPQbZ)^UW#w=lt{fUB|`xZY;85RwO-UXoDEAKAxaj5bkF15!I^8_BN>~a
zbto8uFa>@Y#E9)ND%MZD?xEX6R9YnDLl>J%l{ra2Nx|N3em<Jk)5*wur-Wd5M8p?3
zMiv+R&#=kF`R;|(sN`VFKGIGtYXvo@AGH`u52;V&3k{5f6u)m%*vXP(j#PNloa}B=
zkmIO_eVaEIangc(V9*_c1$h%kP&$dZjN)E8h=R+pBM-SWrZ=Hsc2${`fxH-1G5DB@
zddBjV^|~ID@C_p=%;q+QcbGh4oq(T#oTYeI%UX6~yCk}602;={^cATFjd+-#hozeV
zAxF>_kvFaH$5VIshmSgYpm^)mH3?7BNmu$G5s@^uLyraD5NBg`Quo!@DD~2(8&Br-
ztCl)av4X%4;X%B>2HxLDn9Om8Trme%#*7eZt=ZZRXP79QLQ8Ih;sSujxAPw2GrZg%
z0ggZ6@Ek!;j&I!5=pY3ynCjGIFPNI-=<=Ll;u^0(idV17dJ;!I#Ot!DUW!6+qo38s
zF1B2z1bKjnVYC@9#0p3sLF&WIp=W}0<PTN+>Kr)+6*5_+HO^6P7ampl>4`)zIX=NJ
z*8Gy6pI^U9%k)VB`kS2YPL*k<S*a<~cPOa5P#8bh6j9UDm_++Z->Ff%xapTr4{lje
zkhMBuT}1OK6@7GRUvmS0pHCp3U&)b+lwq!c?$VGd2YUI}{6j|p9f>?p+FgrOSZbWf
zs_e)_lXB`EgbcRQ#-%@Lu^7fM6t_v8HI^NtT>Nrs9E@U^EosIoR-3Bt(S5PZd36O}
zzPPc3i=&}%x#eX$nJu0tHl92$;RP7lGcDc?;A>}hAmM$Q{vK3=y<N7$!2&9mJEpUL
z>}a92t#ojj^tn!jNw0h|G|z?TN`zb}w`Kz>vc9{-@-woOX{PKKmr<YeT8-fAh2Bie
zdWgf_^9tMoBn&>9EUklg;9^6bmkgs&%pO#L5qtBSLueM#gS~b=G5jG~U+XTT`Z|=t
zHwJ`x5p4Z$c)S@B)g7IDtydAfGKe!@!f&2c$YAwoS}MlrUH|T~ld1I=XTIgdU!R5q
z_&IMhQ-d4`o#33X3V&t@`W1Ohulih>5<!MXd~=ETDr$RUN~y0I#gIlJn|uLxscr+^
z#>}Hl;h&fZTF@c|O}w=Fa<DD^b;UGz!lV}5{T7qrsFPpsoI-(bl8ca5&c*!GOPMx4
z`4Bn(y#lUrfIiQTWE4p2BQyh5chr1(jm*H20xn;Ru|34jD0OZ@3%V`_gfN(I^1OOJ
zoBb8gNw4ItzjGIjQBE8>4FRP}g^NY?)Kr$<^<Y8nb)F2!vv8*bX=UFz1b#55bxK|}
z8(F`}_^w@Vcs11fNx_i>TSJWCa!pPIr^-;Y%XJ5ssV(s3FIe51DA#S|hw`glq)dB%
z*>Oe=tu_NG0AbhiRXIGm*uh{z?4ro$#+oaO6MKKM<ms>{3hubjt-n3}(&PU?Rrr9I
z#W45_i<43hi`DuT(20aH=@v69FwmhyZj7Pgjjox8_@t{VJ{x+SjIDmW4v^F*Co)j^
z0nz@TN5*US!)O-CH8XJK(<6Sc*LgtSU^qA-ISED|ViZHLE94VzIRLT>Zh{180TqSF
z=a`|)m@fNtSf7|vv#Gdg-}DRfQ-nUb?g#0(wMa3E#m*LNiitkq17z+mSqjXEtmTLN
zsard1m;*lx8P}0WhZ$Uuu<yaXhx<ch)LxNh(cd5a>^F>@;LE27*0}Hv<tij9B1W&v
zk)g5sWKFUXY@6w_(+zmWXUE?-cYS0!2&B=Oz0K_DY;+!6)<?1;*}krFxwqtriRV#R
z@O%eb*zrl1n+SiQEM6}V>WL?FxlCC9dU5g1*<TC)r&e|1Ikk{xCfLVtp{GhLv-D-#
z_L`+vE(2_ALI~VrioV+3H%HqIC9aStsSK7(+${(t2$HcB#}l_ep(?}%*u&v2jEM*V
zam*guvG9Dz;L&+)chvpPWe@IjxL@xkKoh~6%KWHSCSWm=T$FDYrru#vX`!Mp8oCeX
z<ws^VrLXu_@4bB2R?e^Xbv*F<z^TGMxRw(Kmm$WRL&J3wE%em~$pjY}j>12+4bQ>M
zHfOz>2xarR8;bk;-%3f6(A8jTb%;+jBM>5pcLqjh9E<Vy{W=Y*_Yz78lrOxU;hS^z
z!)!Cbx{3O}cle>`)^(JN-qWvq1;m3%Byl|q3+*~Bh|yjdjFSN?d!q=7-YnFxtAnFD
zg6<?pjo3>fokVGMZqf>y&B_}N)ztd^$7J`%F8-%h`I2hh)nB>dllQl~8x2us?r_^)
zMlz59<Y4ALIryJxzDdBC67;nMfBLw|fz!<XS*z84V2^q?G7Yf3R5ao6d{WAffRO5a
zN2aA5DuN&fFxNizO}!AI%>pg3h!2|%_$6pWaBR8S@Qb;%_t;kP<=2Rwz5})H839iI
zUhk!@^89(a>2ca1y#MM5Yms+K;b&LfCT&RV$qyh{hX@>E{-%SB2(9wigo3s<hthyf
z2y}$olt(DWY|r8?;Jc~k@1s7fEP~*IwZo@_cQL)EuU){^)DXJQ@MN{$CkSDlQDC7G
z=~2LofjXyt=z_iK>46^KDQ3yakB=wlKi?$pXh`1?ZAs&@0q61l&g%E+gYT7ma?CVp
zRKa#MxT$V_0e~2ka~koGUBdp^;2@$$q6lyGiqw2+T@TzTYJ))YhV9WrqPxi~zKDCo
z?J^;*%6iB7Wc-1K3*RJRLvSSr06~TFYo(Ih@U^G5xXphulS@=alzu?#RMfh5tw!%T
z|KlKON7;?rb@5_o9JVtuT_zjC<5oQM+$eorg}<!Pq<%FHXAtSv3x(@5%)^8MBht)k
zPoxX!4oQCBE>+50neh<8CzuJC*etjsi63?CHusc-vsXup=k_JBKPPBNhL_J5QV72)
z!0v#$d<Mr21JxR*ejD(@bbv(fWJ@<U`%<H1psp79VECvjoMEM*8Dw{xa&%)o$wa}U
zjuPX8$~Y2U;}BZl0^Cs9e{UGI^;L4*o1Su^c#5qF<qiF+bz`Dq4bCgmLZ)B9`5o5n
zCs8zun?uC)riKIN*OyIAcMy;cg*w;aMF@KG*D2mwoVm;@-_77gCn;COnc<udr$z42
zUWHMJCeVVcpP_+UKetb&P->owC|d@Sr}s7nKKngpnF{L<j6{OkjGX-kO!s58os8J!
zCApvK=nKxbISn~s|61;cuBmI(20?-G_T|<HZNsTm1%C1XgKl&axZQLo%L!+J)F=vV
z5cGe1qf_?n#23)@l0fZ|FRA3UMR!E*p`&%9O<2Md5Yu49Wa(YnYbPtRkm?KY5HZ@K
z?K96fb3jt26Pu|f=h}ql5honEI=(51ONfc5<RdfDth~2E+j#G@V%cA&6t6)Q`T&@P
zUA%kNx1n(BT@$eS<?8(<#WS9g;0%%$C0^mEoNM#YQ<P2Mqw`4)2lD-+_ehj{JH0dN
zRpZ{v=xsM!D__`qV|=g+z2=dk^CevekhJlcOz9|V|81ep#LeMTZ+xWg{xBS5h+92U
z*z!&56;2xVLYeE2MHzqP9g0s&c~0mb0CBw=q5&P&+o3to>vFc{YTuIaml^Repkwd4
zFy+3g=H7e7L!_B&k!i4H@Qe8*pQULu3`9JUSo5yYBg={<_Tp$(c^AVe!pR@Gjh@Vr
zMEb2o2YjVX0Z0WQyOFGsAN_C*0yDv+Q=Ceo&Fm&vwF7x3A$R?bc2<X`YO$n*%(JJP
z0n^!%Nvr0;a@m3o+238`FjI8wiyi841>rr9-za{Cu3}y%k#D3=e`gDQ6}4eNT%Ng=
zd*Q<XIVs_E@yQyBGE2g>cXv6Cb0iiJ^6B6z93xQKIsIn%s1bLW9rf06G%SaGKxW8}
zxM|-t^24FgQh`Upwp?(<r#l{W{j~K^?8{S^h<0AwW_U6Yh-VTQ!e7PcbXv+YU)e&q
ze{odw?5L+d3{rh#TaRetbPU74M>N*nbGek*EYYVOL|no|MuxA-K8d1cM5xK(z^X%v
zW#qeH>YjL}IZg`qO3$Fyo4Vb3{#d0>#sNtj*by6$vk#rV1HJA`Z{e1NrB?2LDdA%2
z$Py8&o8;}bZxeIazbJ$0<a3wou3j0ty~TJ4n4P68ec=-6S(6CX13#<%we6zE`_q*K
za@`Iz3dTo-Kn23yJ)7wjmz3yc&P-~f+3$e2hujy@jp<i3d4M@72pLlcbZ+hqW8jKv
zhr5#9nXT$0lY$_9&0RX$<|PRYXH98T-u`E0Wh*P#KtBw%o*qxBKE7)lfcyAHXX7-B
zho{xet)UxCK9D71fPsAVX4yb{Gq>FhciAf=#Un;}FcIWqgaO1)uaH3A%TXH-bF_qL
z{~taj2d*gfn9{p3?^av+zZV}u1N>ECv~Cru*6Y+5Xp=-HlXvX(i76_-l`Vy3t1X^k
zRM@7^HI<kmkrMw!Q2sZcBImEW1}IFs_XSG%IxiP!k0l$ov{ZU|esc+|96K!<U>!p@
z7Py5Pos1n*Oq+<p9TNX<;!7(7=$k6J#d$l;&Lr<2y6r`N5xbT9@>-h-x1F>4nSIcJ
z{u&~S+|%-}*6sB%NI)rP!{FB^)>*Mo_OrF_>i8HrXA`9>h^ArK-8(XC%QzQ(jn_tX
zVmFx|#h2DpU1U~E^aOtYMcMrQ@^m1dmEXvj02#>}%c+@dr*&1iZR<YDht*)QP?$ez
zkU^vBSbS<+3_qI+*~YVB7=0Cp&&8~~8qydyOI(q;k<}RP1PkXsO<ka6fhk#=m&mFc
z6tE?mBA1R_X4W?}i7T`)JHt>vjJ|IZO%x!|)SGoa{a98*XZ#z%`giU3R#I;3s|GEa
z`G#zLg2Z<AcH>Yr2?d)|we`xYk{JyZ&XMKhR$uB~O~-8~OOZx3R>2NSsuZRVx5uSU
zxd^HG-29oAixkLw^~M07bCAr}=tKC*R)!nXH5o$a<32nY8`%fr+O|zLxc+J;Z2kJZ
zfU#EMJx(m4*)ri9B#>uI&=ewCkfG^{2!8?O=(g};xb<&^m6gr(<<Z)f*Qb*GA6M5L
zmuK7e7nYV=wrzXacFVSHTg!IKcFVSH*RqZG+V<Sfd++(P&)IeAzz<)XRY*wbloLf{
zGR228wun&D_;*<=02KL@2_y?CW2w;Oa?3>Af>6xw7TWJJz1$rSK0q}itUb~>SB8eS
z+729215Jtg95ulXc&91+-`oTn6{Ii3d)mPE_4F{cEs$Wu`vqh{Fj}Q%i%fJj-xRc{
zfE5(14i(f|*-DZuR&bY~qbg&g`MVSQ>+hqa7bC}pMEDwJ@0YP7Q2LQbjC~+dCs~HN
zf*qClUaaVJVS1M<ZhvB13bb8a!_#<@f9fY)mI~5xC7-iR8G=%>HNETlbkfuZxmK{=
zk0fHsR6%nR<adiGYO?TDM&ha<M<y3|u=~_?eSo-tK#yEaK*G&NPfk}|pEN?NPk&QN
zgA5*Y5^k|WS;t8TOK@OVr$LYAP7xL|A8z6UU5Y5`BB`2SmCb71CfLv-dx(d*;GiUk
z?F%7$gmTMf4deV5%OS=m=J&cos>zUePTf|(qv^y|{6#Yf1phiX@^K(Pd>cAq=Ij11
z28E*q+Z5aW_}`?HP7+AtQ2?X3^Wkzc{-mh2^|1EUEw=v)OENdt36r_<g7HanC-FEe
zUzvOuS%$5%7=+U-<a1}zfDBtHEY#NQi~+7mn;q^B+Dh&s*NnQsD7&>-x4@SW+cc8k
zT`6Pz(GuXr9K%AfYe+uDm>4N^fRaQ*Ow&{v=^^yr;|Xvt{j&|k9c#SQrO_sQ_Kg8b
z_=YA|F~#1dJ1TmmC#ENyRW)k09YXI{#16mKkH)!m<3GI}<ad;se)QBG9!ZQ^oH4@e
zsDw`3jDTKP5V{GmLP`h~5)tV^pgUV|2TGpIc~2F83rQSvo&9y%LI*%LahXhCa%2(~
z?OCS@sEolCEzKA601|W7G#d31Lqyo0Hf-5O!W#&(fF>gKOwl~;-GV3KE>YeCN7zU|
ziEMJ~!;8{)n1}Ns`1ghu0)J6S!Dmhoa-b2TycE-*++8UoGhd*Mwpaa@^Zmi#(3`|u
z%BZb{5x^!DJey^NHQL=}7^;v86mXLjLgGkZ;3R9wHh_OI$&Q|uUslsjR>HyJUvNyH
zo%gQ@{TJ<ojs-D4dCp+gdHz(r>NQv0dKM-+(l!@7U4f88U*(QoR6UOwg9+?t**uyX
z)G10>bJ8>@RqY(PkRXLJn=FozV~j+9;_;f4Crrf@?-P>Fb=dkJ4s9pwVgRUm?j0X_
zi8+|1Q>m5`cvQ#QSF>y@Q?Z|4SDNI%qUq0|i_#0rFP0-*9*#Am_<rR7{~ZZHQj`NO
z%72mA6h7V=XUEn0A-M~0zqgAN+f$ukh0co9fd+x}gxXG#Gsf;{F29k`5<7aA>%EHj
z6v1L!P00go(t4O4##~0WBjvkOTnrNgtS-S4c!8pGAj`!1sf=Kd8Vh#H)$FwTS%>#d
zvjz(MrGS*l&L1B;Y8{w?C+>|n02z}Cnre>^>?;R|Zm>djL^I8iIS-e*JQqI!r^FM0
z?JBP98~{<p7P>~S+csP*#LDpS@o%O^2*U3%)QdQ9K(jAUb#n934z_hO47|OdJ}Vtl
zNC1}@OM|YM+t27H(UJ4KPF~O>9Pe3p33xQr_2xRD#L#baGw4^5M6?RV!k|W()llH;
z*8lI8{VR4b68ne`cYqoV<L+!&04HW*wAk(V*2@(`QnPZh*G2!mG63|QU!nC!6h)_k
z6$MaQLn%W+KGeEwqDMo8(Z%=gf&G7x6Jt7W5q|HD3o4&nQ2re(eqGs_@ppiCVr?X*
z;{4x(3nCv9;=LgOl$%X8Q6I!AHLCT>Q(?BMbts<{An=g!%4T-|86!`{{jid&>2#{4
zGLdNXe@Lh{GmsA|3EA~&TDrB&K!C6o^xB76hTZR=vjlhU{to&MWubjn_KK`+xrzqx
z+&sl|<-1GYs7v?(a;7Oy`xa(9F<pAqFoP*)AeVGdo#N4mKKFA<7n8*T0*ZZ-K`(8n
zIMbH%8qRVNjf~Uo4Q$~OYcR^cG3D5zLZ!Ti|NDb57@%yx{?9meW{CZMlGT)Qo&IJc
zD#GDuWkSl{3MM5e?FVGkkv1s{BVo%_!f-#@B5Os1I-x*ZoA&VtqfQQ4xMTXD4w6sa
zPNg^1r_aj$@kuumRMv0do&{0`W;4$X#$u~=7ekgG7f#x~g71P85OzFmE&zph7m_M_
z6uMqVsm>kaBxkK}1+$tTo56vvb_jnw|J*Up!mjv1#X-GCN9Je6FJLjH^^Sa-1YPqm
z_qpS7kP|;A_LuBx!BwE3NyGW7{CtBkZaDR@)b#MkQ6?VUcj3jhQZSemJoQQ1dR0if
zh}7Mw)Z*5W!r@#(7;A7gXMKTIpGK7y(p|dY{_!+s=wd@8Gom8bIii?)Ek5tJcxci`
zCdvv*lPT=a?0O^kojCmB=`KY5$zbTOX!dCc8R=!=0H8<>&GEpGB>)gX9V2vMMpr8I
z(x!h=!oYf~OGs--BNrB}RI9e>X>2v6#)EXRP7f!WF_k^S5$KDDPiwU6Zx@k-qD*q&
z{mOZDbU=|niSLq<>N>i@W(@Lzz|V^pAJQ%sY0ImhN^BVl;Xg|_U+Apihib5KXk;1+
z`5^Srlyv3O6+;qN>N9SzIcH9CuVF8Ox5~7?W>_CB#q2PtXNOBZ_$3wRu6(%Q`hCmB
z|3{O}e$ZH+bM81*Waw<;wc<jdv)I?z`Iqg=KB6F{YL_>G8Heg-sw;QpJ*0b&Yrz2`
zT$?d$T(stEj@UP}DwhstL)Wx9iroP%(()To@y3gyitT&{-C20YM0$Wsfas$CdYL4n
zS_J($P3LF$5P#s=NVG6U$#W0fxkQl6=ZKJYR`~RtOc=4<r;I~(Zyw8X1Ay}C=p?Lc
zOpyO9j`^Y=Jsf>q;?Ojh_r#|W3JOlT(~;t3TqIptY;2WtBQCFG@W+nrKV)w@O33V3
zK(?=@Hsm$@S>I}6{Cn7mjSk1{^Q?Hmw2-Za_S9C<6O#d4=?GeQ1Dgx&P46ZgN1R<?
zltK6EN9@7ZV??`#GyJV+k@?~fE+ATYHA%#PUeJSKUB2h|Fdpm$eO9vJFO_nfQ?Ysn
z&!wa-cG6Sn0o=H*56)c!NI%fy8ffx}>@x)KjDT-IM&cwe5?YPT2%d={NuSWD*|1@&
zQ?QPereWz80YqK%7<FStNTbrdBXM$aV3#Efw@MB)d(GJeCej+?MuD6s)%&ps@nKcy
zY%|kP0#+kObB$EPvOP4WzF-`;!|;5gite%_sc6r8&Izw+BSWf_De$a!{zJx=X`4=g
zB&jH}#&QpUC4%*fo0MU6O6pNL2NZ>W(EC8EHCD-v;+BbX-@wFZ;TEqt^15!mrn37?
zaRxk0cL#ul0bo!Z#1V=I_rzXIbpu#l?YOZTDL;}juabx$oY^c=iH0zlh;-hrW;w1H
zfHO)swmMNDJbrOI%*^!k%xV)cp^C~mf!redwNV@_0`Nnf4o-dG$#nVxb8n+#sXTWA
zZR|n<FHW_29)3s-1myOshyieiCa$t<w#&-ix0gLBi%_$jchDX@1<V2LILpm$5c4TR
zPgrwIqMHjw+>`Lg00#a5+8qfK#G_mR+%gwr=(4pc*XyAAGz0cC`Jm70O^=<2Xn(jA
zItKtQMZop+>yE;FvDTc;3(WMgVI?jNt>TYj<^E)VHp#|<RBEA!4P<J3P9sMfW=^mM
zrY5W>-)i$Kb6xcaSf@EP%<@O6r-yl$WuGk}uWZ}zO$H>lnkmQprn^-DtsUR9F>B7H
z|M}VCqb)sF^7fO`KuczvMofUH_Amizq-B13TTLg=DrgDv4M%;V1yrCpHBVXVtt5-o
z6KJVq@b1AOB?LZv#gkrNva`{58uH#ola{dj>RAh6zwHLsGn4sC-hbi^J#hZLU)noF
z2z}-!-5!et2sbHL@-SWh8Hv7RzVi!DA+kcLg@qN)qincqRBS6n*wh;VR8@9`?;oh?
za>PUYE9Cx3kwL+<`3~$aUYdIy1&f8sLd4*tC7~oO9PdEDCzAGim0@l$>ZI)2C7hZ!
zK?S8l+iaShzu2CTo!~}TWX?JpeZ&oY^sG9$EvlRBjqiNu=09)|>WB7RCOC?yHT{yr
zmx-PS#o-=<<UeFKch6_U{~qUtRR+k>Ov!)Zh**tUR$6lqa(arHvoi1ThafT-0c3Kx
zA5}g!eKJ;;H&&>Er8ttd#Cu)uiPc*cGN5XipYLyq<aHHS-ig>hEa&DsQ0ki6AKt;S
zFB5cJ@={Y269~2vMSgn%=~z_;2xIU3(3X;+Fou5t^h{Ij%eoLo!h3l0>rg{Y7EEa(
zir-3cAOOu!{GgxX&xkZ36M1&CYZ)JHv%20!YM?@R|BwLe%2)5DoeV9V(y4OFK5?`T
ztiOwO=4B~5MlV`ET?rz-J2ci8o*a@=hSojaQsRPwf9yUfslkyBxQoYy3m;d!h2}GI
z`DViS4OsrNi8-h0$|Bamn&$XJ&AoF23aQ6FJp{Z%il`WN)T*Vm*UMax53ZM8b(;r(
zJ@);L;W$Qb4z9he5>_#y;Kv@;3GWYZaf9;`LxuDXu15<)-6O5R(Fxu$u$&z8a?uwK
z=ysZQ_{@~l<iriUqhcVEs>klZ2t{~*^BzjG<7qe#P_p)Gu*;;-dGfmTI!DfIZXcCK
zfiYg0Z1R}*{_l($ar!;#c~15i!NR%`Yhwa2Lt>VM8YEL)ff(g-mC6Mb@tyie$<Zv!
zr36xLYW!(#Rn$9d%*=hnAT4Eh43%n2-a;#B&zVF75f9BIw_`R#C&1R$E3%a@TwGe&
zu7DL0=)v*2fTWnDX;?;#8yG+xX?~8Kp+ied=IBW~l^wM1n|Q<Y0EJO2y)Ks)qh{+h
z*=3>|U~dQ31WUR}@*y-+37(lFFIHak0v9Ku&H(A0eRcTCe%6ES?6<51P}n8IfMz%P
zq~Su22642ZyH0-2B6uwrAfyzZt++IgKnGJG&cAWZ7yTjWSM4{?=pAzsO=N{vTk-*g
zhOUYx_P4BY@!-Hlrv}bVV^3=bjdo;$w2bIgDVY!CJv>LEKY5~+6cP>}Td2h`Kb?Yn
zPYaFOgXf$JwvFBn3J^jddC`1%wtPa-sdyltZM)O}h18OqE2(k}gxR>RAOjZa@y*xj
zAd?(|h5mdo#w-1+D<tGe-;T`Kn)&{%pPqE+OT=FjDp09*Y;?~h_%-*@R4%stphxYY
zVAPqcHI3$2PCt1}%w;B>kxmEE`wD{`O!aqeRt**na@#r}hi4LO=c;3)As~<hUQB4c
z;xzS`RiNdqzu>cej*<F)_As7ougN5&(4!l}#q9?z06R2V{2M<9rTmt2+)1JmFvK$H
zbGcbyw?U(n@iJ4|;b(IFe*W(F9<2IJG`DI8Ck}&MJM)4lF3DK7H6K=Fd}IB6Mg`Ze
zvvv0CoAvc$0YB9bly}C`k<OBjC@QXow3J>0Lppu-ud6yjjdMbaqgbYwqpfr*4%%2d
zhXx|cS-O6hhZ-2=f_DV0QF3L{<sjl5-7MsHe#gzhl=R0-bNGr_Q&o4#7gde+?4*g5
zsXOvlIg_M_4?vL-)hV8-K>Yns(X!+6GI8bR6a06@!0x$+#30uCyhvD5G$>E^PBahA
zU^UTQeViv$-_$g-st<q<X0L5u8wSq&M=0Echzvj^6NVjO0V>w07N#?c(VsI2h1X6<
zxby9zR`N$KNUOLZF%Ai#^!{`KoD-LupPQtwb0_YO#ZnjK<mXAa5Wo2^;2{1ImlpiL
zzRm~;=n(Z6;#r$5Zmo`TvM)g_<N&RuC)g}35_IQFvvO;i63hxT3+3Q$wq(3%VI^7_
zd&DrQH=We{Ml@$wXFUWc%;h}9kXZRc6MdJ5hOBTuCMAYGG!Md)IDJ9g_;yW3{p^u>
zyweO@{m7Lv#V|Qv`jdHb)o%vIEuwF!{+4}?nSCxSHazlxv)`09?iR#N(uweT){a6a
zNZm<L_{nH{jZ!6QtTlf=GfaLNu+58R>0l9#l^4+{OiwwM(d^tUEoPbpYK~w2n>R4n
z$=(p`Ud(~pkLdRXl>q9C=o)*QhtRRu3Jzzyzn@9))k{uJPVE%A6lea2%}fwY6m0DF
z_A5VoCmJ$dyVh^uJ7RawHzC)F8l4w17_Yns#)`w-t_YNd^=I)Xj<`NOMeB!4=SRK-
z#Q>;JgN0nLvE6LKgQM#(pALmQa|5L^==pLQkTs29pd8Ut{FNDpe=_89JSyQ14DGV1
ztUr{oVf7q+uPF(lOvm#@NY+C;g&l+(6wo4=6Ye0IHOzJ7$d#X-@~0y$RV&`1EiFA_
zFtMg6mnbhng7sDWX&-gGXAka1eKX{+@I+>0r&g^3V{2*O0u78h+>-H4kOti)>JnVc
zMRv=l-=sE8w~S%V2S+|c=ChMvr8Y#ckdPC2!fmPh^K#H(-$(i_96MR{RoO2UKmPPp
zhQ<Qc4qv-M6NA`k7G{+U<2$e8W~K$nU^DVrW@4A62<st>eGn?1S|fz>?q4Kmm|y<s
zP};0OJjlgnljGT}P+Xyqlqs=vI(Tt>7FXeWF%ik5L6bBRur~J6F<D#*oFCeXlM(Gi
z0&VFrqHi#cV+*`O7|i?rKm?77#qcc?b!}nV^kFn%w=Z@#Lb`ScV&o&>LrYo()oGk!
z&WaVYU!{5?hX!<c3$wvFN+)>(#+6Kk-~`W92DdIbJHQAX7z|78MI`ri>yILcSUACh
z7^EZ2pF3ULq#JEAfK&?+ppEkD{GTVR=>2vh-pS<jjdXNDkuZ5nvj>V8BMzI$)%%~Q
z$m|p_e;x>IAR<!7`(Ilb2oncdQS81r)O4F)0{zh9%$_lq38YeQCB}4OQs@4eSbL;n
zza2<l%i=xpoQ*N=6brpb?N+W_IsA&~_I4^jD1bq&*62^~^W?%>Vlb*_R!Q*b!}#-B
z6ipt?4eTKyUH6?QbqXJEq1)IpfPwKs@e?@x6BsQDw%YZ&QF6yGc2)L5JB=kv$_;jX
zVb?gLd*=^>h2vXG<3@kD!2|*WL-|?&DdE*Y(;^Ay%hI#@h_j_eAGPenA<O&CGXVMb
z%lI$wk9{l}B&gda7%nGZ>>IepEFeZrw^_e4+OhF0>otIvO;<$?I@<Ff{ADWs@v%<)
z$Oihe=STXV>C9|v%}b2DuS>6``p?2QrwJlHU|&d>`a_Fe*3X@19UK}L_5eQ<?>C~q
zWz7ok;9tjM#Aq8b4NeCx?7<)30gEETMT3Dc=-$lA`^4<#Y5x-+Z3eAs^HXk+$1HhP
zuTsW$iX#Xn=|WPsTn~l8Giv5mNkaND&EDf1BRl8H^?Xb-NokN2Fc5QqO3Fr0zO36M
zrKx1$GkDOntFcoY7>#ck@b+@U&FmM#)}sBJnnB_oo~Mv-%PQ4T&#P;qoW|*`)Qs6!
z2@;lEacjEhJEuMC#HN=uy@kp-gBXc|=kB8cNnzhO&;R!5ihLo_7}K#oYsvz@ok7NR
zEvlr0z44$0m`<WKDX5yJBu<ZqF_&_&1%&mcB+Sl(7sRw7sHn`G<3G8a{8uix*?{De
z31a0%WV1qflW6!MkuMLsZ+#n!LlpAKf>VXKu{PYj=OsQu2@xX4n=Zj$kR?uJk7)Ol
z|3|`Ce3(SoZ0-UrCw37GUi`9TGSq$uYzd4Sdm(7-Nf!q2r^NXnRfh72x316S2nQJE
zEYxagQ9;3#;wEy@GjEtM2;-B!ClCurJ_3ab7&(OyNUkm;RXx!qR}jI)#ttuA5#naG
z0E(~(rG<u=FbEXuxUD`dFnhmMG?i<r$9l*2nbBF{cV8I$*SyS(d8)HH&FoG7hKj%*
z0NvF*^W<Y=Jmt~Lo-4LSmPQi}M0yS3HyRIJ@-UK_-orbi$!f1$l8^w~pl>qkNuUaC
zZ+FX{FFA93;LEqGh`1%KnjQ~NG5Y>G!SubB9_e5_7sD7F*|sCa-ve&ny9WZWwQln*
zo{H(P?tbpFO~oP};FTijR>v2G#7NaZAJKsJS1m%w30IA|$6ydW8h@&Pii0y9v_HO^
zNq66NY{3@Otp4Qu<)!L{<|<*$L&t&XJA0}Ax<4>8saB!1{wgUKZuUZwqmL*x2Z#jP
zK#AOx5Wgs;CLSdXQ8bkfK)>dz5Nh5dv9pQjBZ=A-PveAD)6WIlPS+x{X1SgOjrMa0
z|GHJQ?qdx=T|XOB(Zfrn8Vqg#>nYhqa(vP1HP)LV9ohN*5Fm{K^VUNQg0%4<VB6K4
zr2EnRZGW@1qWPA4F%Y1v!{eomMf_$7*jt{Fxj(%FpugXu%;b7dlVH&I=kU(5^24-L
z`a=N>N8x+NaxuTEI_4M1g_JA~OdasV_QEv@9+DqXZK7FF^GiYCCn)ofy&^`=I%1ZM
zeWz>DZXUIMNMr78p3$P|OQkW)HCm1L+gps(#mSyox|{8ns`2Z_iZ-df2V&>VI6P&f
zaBAS3>%k$VP>DnL>WEqOd8leu8zRe9;#_E#MVyEWR+q4(62meZb<v-NB%o~3?axEG
zbrC~vdYhdZ6;8D(;i@Qfht~^^y#`X!9JA11NaCCcGrTg?-H#aIC<Hreiql}g;=0^{
z9wBSHAYfLg{S`bBnhh3@M^+eAQ$CEWCw;(zZ}ajb{*)AP-$#Ry!UOEbYW|RypG&TT
z_n&IgSB<Yz+YR(o7PvN7o*oI%XVr-FDOYJYqHnUm_1s%SJ|<j6VQk)SMg#g+m-mgt
z#|_YdebMAKfddHp(*%6z<I}~(#igVGmPC@AoCF#m7yCpZ%KvJu(tZ5hI%WB2#ue~)
zhZc~z!~f~%3gYYkb6@`t3g|%nMkp<zW?c>w5p^nxC}_7*7aQZ*N&b=#+O++_S8wM*
zG7pS_L6&R*_@pD7>EMLM6xKhb^RL;^DTV*LcV{I|JjRn3VJN7!Y*v#p<o+!)?$pzZ
z^W87!H4DYP66)+8F@hBtP`+QKz%#}+v9Zznw+b!%Ml^RBzi-$Ff&J_0ew}ypPuD4B
zp)<oN=vPlrOq*!Uu&zg<Ae7)MhRQcNxeQIs&n>9Ch^^eoRu?>k$BLEqfsF~x>m!0%
zUcJMlF4f;C<CzU=J4>ThyDJ*@gJ_0snI+{^Y~@?%%t9O!(U0x%gD*IiuVQhuFVE{Z
zI$!?6PDYvkyr_zLI9*q?e}kEKn}S;_`1GN@jLZ&0HU;#gH@tCtN%Sa|wijAQf*_$p
zDu;`M^RZGn(*q3y!3m9-L*GSYh!g=H11|4jqPdwUgHdmWq>$c}p7F@eU_wj21OBF?
zCSuj0pwbRW!xMqHptS|)$N=mJVC-XcM)yxcC5<3-gET2iwb_4B`xg@FjN~#d`oGAP
z72$6r*aoxo>N^QH6>p<4ADw7P>*v0zt|Req`h#}TrFxp?hc8rEZTWL>b#OAjd`F1r
z+DhfvO{U>AL!L00<WlrLk2BoB*5wz<g({Ms7fB74vGGnOVu2rIR+`YlLI>8SV$$NM
zqiIYtfnEN)wGk802L(|#Kk&W30~4Cy>|wrlw)}FSC#({JOBYZQ+Z2r)IxMqab5#5+
z3E|);TAyx0xou)Z<NcqJKm7wETX{#Wr(>Cf$so|*x)=zBE)&4>!S;LXbBit31cV_K
zXO|aYq|UPV1(nFFrMp&VKKdJY8!*0#e-EM#L#i00UyuKkhuald5Csz*Q|}v0`Aj^d
z)`uM8t>(q!>*zR?xdw$!W(0!&Qd08espgPP_*apHpbImeubJf(mqSh%m&jj1M1b(W
zLUaj;KiyFIa#lcYbzKlkz)?a+pR19l4-Us*WD|+~)`BU2Vvds?2IGJ}n6<2>)qzk>
zG-=q36AR^_27rO#e^66+XcHYWP(llGm7?W2+10FwNGX?!fk?Pky)nqMB{QQu8F27^
zi=;hQazrO8pKf6v5uPh~!DA?rzZ2GI(}N$NziRs14M8XI57bwiuWoI|Qa2n_SC7b{
zJZUwZu0gVds%+n<vul{_kIw!WAlN|BCc|h|i?&i5T3Ig30~|&7J99vJ67&-`XEK4F
zy=9TL0X8c5X$gH;V<R>OFcR`s6Xwfmjtik`mbYexVI{#0eognoDJdB(vA?L7F2G%Y
zA&+H@4vMd(u>DVF#J~5k2Ls<IBERaZzdow9*^e(fe}PU5GJnt=Z>d#N<7H}Pc-c)V
zkU4<UwlT_QLjVw0J?u!vD<V}F+Z?Ce+v6C<XmcPE7)ct%?;<p#BP0tEk#fQq)g8fz
zVSf;Y#*uw#0IR0o+l40K?=&R<UmH_zja}p$<Cc^aB?wAy(nj&wj0yg~;p<O9;HxIs
z*--*oK9*aO@lnke`Fv|)-!5NMCbQGeRkCV2q!Y|UAZNekZq^t_F&hjCzFYI(;%#3}
z{|^-8?}$x|X4v-sgC56pTKvH?j1<=NwEl+30f;2yp9#d7H&37R*E<3HF-r1h(_xvT
z-v1vQ5bv)`vcmvZ6%E2vs4_$f0wi7k)HuJxGal$msrV#DLrI#TPWFYQypEo<-Uzk2
z)i?Sqz#2IiFkDcTnEpPNgvCxXG^f70Zr~Y*m#y~K(>06#9-h%Tr)@c!eui8sOJ<B8
zdfrITm2f|bNUR+*XG`0?bb|qek}Ok-Z@{$CJn(D#x)-V1!N>{0C}0xW!wfQpEA*B-
z^I_CK0RCee_wGv-0}b7!Gm8uIpX_z1VPeldm39O{*G0yQct~kiQ*$l-i3NrVXdmzY
z-Vl7ke`AjJ-`ZyG^8e$nlGyXhUj>vJ#M<VJA&Rxv3x@NV5Cc!$yPtj${Ace7L%$wN
z+9=NScSZ~cwZcNRyB}kE4XRwZKM3xK&y(8IDd9Ph)@eo3y4fNmKDUFP+DU1uNm3ZF
z?S08<4e&gzrv!X>4vn*wNeW)K2G9^uOPZ3R!8o>u3>zREk#MWnvPDw;p9%3J@y~>?
z$CUT>elJlf4H$-Q=g%$`{I|IrH&)BC8Z<D`O(-amKKBm}(7T;>BW6^#*nIab$^_Cm
zD8v+c(_;p4h6OPLYZ66cm3Y!5CJHe&i~od)7ZWl1$`dM(5(P{rzK5;Oc>PN7;5I48
zr2vL4vPkIniO;c;(z+gi1=LIvAO7CG)u2^aR)ZksxU^4F+!+tx#t@u)S-G2;u?}G^
zb$T{Xo;(ijeBCL|m<2ru5w|Br``JjJI*J6qN_wU!_L_R=r+!Bqkaj<iYW4MV1xxws
zzs(Ug&q#iU|Fgq+hkp!MY=ia=?x-Mwe7%1+(i7mo2V`68=uDTQa$jOWM)aWg?{QW^
z^goyXf8VkSGc7JOsN}p}=7_V_FS_@INA=E4QQbsOT*m{Svbb}3^Km+TvBX!)zd;Ok
zx>A)M%s1}IXmO*BzEo*S4qE`rzGhA_NevURcI4B_t(*VV;=-?dg~bSJ=YP%WLY$*5
z%JQ#l9Qo+}p8(?!*@$(jL`)3>`!#X$JC4N&+Zo0W2w^Xz;xk;f#{kf%`Jp*|lzFyi
zYmFHt1V>OiSSIz^>;;>DFtXq4?h7!%AKnPWHYe$z0fXnmR<L4f7p%wLbp<((kOptG
zh;n=pwcj^a0AT=jpuw>K*Do(PH;psulu*5Y71F-zOXwd17KimSRkmSsEXT4zw*HZ;
zYsfNZu{$c;YGlfaFVnB+wws}tjxDtqgiiK5Xy|za_>4!c;~ikl+w}=WwrLH=k~U1q
zdvELGdnCopKWjqQhl57IRF-r~FtUsj{Q)*DLu$%&9I7IiNkz?ZZchMOjteX9#F!NW
zlc52BON>~vT|C^tUtUu{M0iBMhdIFFy!Z9x#iL|IXMpkjcl0aaLnIt#=3u~x(KODB
zqc4G_iL#hlrtL$d?m-JxWCxh4kQG%76<5%<E~?sn>kn1{bj97vp6QD%LHA<g)_BZn
z)TL5;`?_Ye!RQ6v8B??m^SDXUk7~|#1@P=K68!1Vr8d;TDoS~biL7^EoecZ_<sUcR
z6_ef(!I?zw-$SV_eS^2g<%q8D^pin((s4#`OjCAoM&x?)ePL>BycRppOvwu#eTdwh
zutJMIWCzWa;lCyDhhMq)rqu5(&jqQymY;-#gvXe5@iM`_yawO0JOJR(f^0CZCAP<Q
z%Rs*$mK|dw7U^jB@DEpJ((1olnHUVvpP)Sm|KHsy+*nludlLGmDHJM9dFZ<vDP@qU
zB45T|$$F=lj<2wiNZc8AgE!e3?et%Bx82>`RC^&;OlP|OQB-2vY8aI8W*M(cwySk<
zT!y7`lDzg>D}ZGTRKj`@V{)D6P<R(MSc}Df3|n$c{^QqTbV33nI7o5mFR$umrXxx!
z<xp3P$YA3dTYW$K#VWdw;)^Cm+IXkef8w-fJt6d8hMqQm$R{*4&L`_aPCtz9bX|KW
z%bq>})f~?-$kNb#N4VRf#V^48?f?KZCMz#^Y1oo*2~1`vbR9k2$UKyQQylxy!a<rH
z*_|pvazHR-_TfJ|kP}AsgJOdst?InXI$)~eU4=<edYKcjm2`RvqaL8rpV{2(vPDwG
z7zV}iCDhD43SkaW5aW0o48hu?TBqX_K-K*+ZRtT^-nVtBM_)U~KEf-WQ2|+eYO?Fv
zCK?U6Es@c6mumQ{#1h@KBK%ErIcvCMbad6lb`S5P_%5Rp>Rvj=oD`nyJJ{`b;yO~b
z_?A3$f`bYx-3j%=Qx_d#OQ*-+Qn5He>dX0etlqps{LRbx<!I~p@7VdP)H)OV!#a|-
z07*9f--A}Pe^@W>=12;Ey=*`b-;^f$bC<m=KCXW;OMe~w_a*V@cqWNdB3<&D6t&k4
z>s*7~0~e`L!d39VG*E$rRn*o+wH%z=(qJfh%*RmI7weAWd3Wy4B{g$bvUo?kP6<Cm
zYFZ@Z13sUz5?d5au+_Ezjs^|5;ARE>pBqRGBGj53aU^B6ScJE)ka)Q$hp5L=z3T}!
zWX2JrCq$N=x`bIZALojK>M)~p24DS=?-joVGAH!QO(o#8Au)VnJi^&R*wM`aZB{~d
z&^PhhPcnrpF^7Gm&ozVxg-h-yT(<`R?~<EE4LZ+M6z<OCY!(1DC!nb2x<~=wi6vjp
z!qT9{vL=hp&B#z3y3t_RlL)eE-pdU)aq%2aoSIX<0`J-S!{u6dI_5=SXFp!&d-=`&
zZg-<nfBqov+gyL74LPyOw?<!^m8R`b_x9#Wr^UzDM2~fwT(4Gcw+(k|NMK3OUkjfu
z9O5@wNKLW6k&se_Bm9@$ii833dT1I3EI1Vu?)_1Y_Tuw2qdS*j{Qb`v=;q~b(2-So
zCewsobD5|hiD&oHYlIjcb8|Rg<T(sK7?u?r85kI@c8vGK6Gv9MPoQ)ia>CEv_X*Df
z0>sx{ErqlWVA>8a9PWQPt{lnXef30jmap9!*mxzYA9Ic{$EhZ=Qh(TO0G2~PR4&{R
zkEK6ws@Yoxen~a8N3dwQ8N9`j_YAX#ff>L<1$4rmwzS{QeV*4%8Coz9-RBjFujr0F
zhh%qTXkC*(JFNS6Xk%(D|Lll$Bci>V<G}mngo2H+*)Tpftl$6}I-ikj`K{{s2fJi#
zg4+)A5D=!pDeZ^8-npNx;NH(i-~;3J&tV>87m4}IvhKLnFmKyE3k~0ye{4rnZtbVc
zx=2vY+V+G#UEUpfo;!ARasQg_oojqPFYP<~yui*Pr70!xsCn9MMwP&N$&yxiK-ARW
zz;BivjXMHBEfJBt2~$6DYDv9sX0p6fPtiR!njPMFPs&?zz^7y@3R_ogV1EQAPFpZE
z-}9c5kabJ|x!5GG(DwsRaZ|aVY;$ycO_(g;n%W{)EUW@Eq>pSiltF9$?Qc?8V8dL%
z`6aoi{H!}5Leb6~ZMNwnL=z(d2}RAhR^ez7m(H6VfghUYjXUqvp5Ap8qobH62yFRq
z--dU~QXU>oL%KFVuRI%I0v~D(el8<AjGbOlIe9i0fCXr<=^t^^xB_Kj=4VlljYI?~
zV_(G4GR4t!w`0V*N_zNUk>^>TY#U280Kw!4EP;)sFmJbjf-<-!4LGvKNf?Etf$XmC
z!0wa*UHx1WZ^KMx)$;u)kIjYFUq&uT?D*79ghJtbTiFiNfkvv%g=^b{5it{^3Q{}J
z`k1EzN0A}-^8PbVdQIG6tvHMoGFaf{?yyNXx4q2O5YDQQfEA|F1nqZ1(zFBlAoDGo
zn13_M8lF|dXZeu#WygA9vSMUn{_LDIiuA{ohO)(>`=kVKY;0<3YI3|1WCi7+!G1o8
z<=01l_pE0EYDQ*y`s!?3h-qAN_B-6`_RH1bF#yD=bFgL1BU<Scd8Zq3L|7A3<=?zc
zlNS00T;w;irX0=BMDpg`*>Q%Zo4%&fubBDZEK3<9qvkRh4(EMb9UU90Q&+;ueYa-)
ze$};M$+3T`267%DkyH(rlBM<rRea^1RHk_i?ePnMz>f`RBe%viNW+4Hc;IRYNXShL
zh(_`A-+7JM9bRp_nbeM5Y)_GjBXac*@~IIm$GjPAy)d_Y$---%?YA8;SZM*@7f{X{
zdBU1+xQ!kM7k}0x-0<4P3Ar%zfE?q6rhn4uE7kEh4H`>hEn6cRxt#Cge+C$-Y@+0+
zJWiEdz!p{-w`#xL*H7?0U}E}-fnIRcl(k=<kXkDDPxEsL!tuNZP7WRFKyMbhQ>T(S
zw9xObKV&Zy+nPWYJ8EQ@9ZSP|c3F-1MP1H;j(z9`(2R0uV?lX77BW|IFl)p(%W8gk
zF)0(NBtDhMzMK`fev6%DSx<O7zvroY`5A1=9GVngK5xz4%Js*YB{t6$Zr?eYvmZI8
zrz21T=$spl`jNBGd}fcRPatovF`%i5@irew0CN!_(T8Joxm)o}C~7<+s}n}~@}VwW
zz;Tlvp~IlFu7DWKfxcWsUy1B<Oq?hW24YjyBZuehUa)u76PYDu_eG$2&&uuY(c$<C
z(2`F{S(7YiB-CBUB|lp+LfY9)rVPIIrVF<NRjiDIo#12R!dV_W`1|Hg7QmRb33wbJ
z6H9c4o7+8LHDA&#U~Dz;Si{1Li#cpah@KYg`0a>e1Q8&WpHQRHstR%)iaPkqktDL`
z{eo+qmZWHANXrJaqoy&4BTWz^q6dGuvrOQs9CIPIrQLa`f6N!RY)yl?bFFN!0A?3g
z&8uYYC#`;{ul3Ds$Nu4SSd!PfuE`K?KV?7o8?U=HF!I8;jpyUN^n)a%tlo1el9W+{
z6fwK~J>ttziESZ5_XgDSI~Svq>H%6UgRyYNSb(WpYRV$sJ7ezDAd{%xH&9U@K15Mq
zqB|+PUJ6jrNj)T(+$B>!!j>G&7E=tX_YTM7yVKK#fZh2ZuX~%r702VZk|Tw=#^aR^
zb*3e|G$fhnY5S)L=o-BYFq&@)_;TO!w|Qj%{Jc<+J2$QxJi`be%;f1>)OB4Cqm4Dh
z@eZjALBtNJ&-Nm|f<6%NzDoRG-hgxCvf)*U$F}W11Js6^HSr~9Id=p%M$U75CX2&y
zPObM>=a=iEhXY^voeVmotGLP^nV5F7+TS-(+u!FKE@Vf)ijkqZ^M#M@`5twm+B)iM
zinAS$;<AxKCJu4TJNDu`X}2+`qhBT+Iz5TQ{eaE$SKK4Cn^nJA!F6F{e|NAn<xl{P
z_H^(HsYKdFJ3cQSe<;{y<35iH&SSp@K^rP+i$S?!dqJ&FrFcotT;<`^x;5XW&M9-Z
znqpb@LiDV{?W>i`i0gTUVeim=eA`azi$o2Z$z?nO<J%vccykyd#LdJ^b)v#JW>gEF
z)K(d0Z<H~UP4p~hY_dI^Mo;JMi{J#K#nR7c3)ULvSW``@MSV49gXz*ODa607C2RH6
zlYkC55500~6cJ!K;_w}T6xNC!{Gr#NURZB?+|jykzLLX49~q9miZ)}D!_2znxqET%
z)%{{fh#GbM)~u6uWW_~tKiAAX&zM9E;s-jDdGH32O|cRjG1DVtJ1VVCd94GxfEzA8
zyZ|c`)qskR->k0NP*_Mvy(_b3x0s+rW|GCRr?R<FB>D`RC?H+c6_>1v+HpDZ!AsW;
zp#wO6pe>3jp&|Ms1$j}_-K;=bPxnsR9jj*1N+V&^8s!ng;!t^;O~cIxhDX$nLCvaY
zqVtdt*&lF9E{9u;{#2xXA5&+&b7Sm66GiZ<1?=#qvGIJs$k&TrzWJV}+=0%HY}VP@
zVWDXY6olKUHsj}<$rgHFjTeq_3#>(ws+prAA72^3h+pcNm~HId2zn#UC~H5$&wN0o
zE~8NUs$Og4E^N5-Gw-Oapmrp&ccI-cAS%7x=IsW5efr^HwEvKF3hg`UM<%rFw~Ph(
z0$iq(Q2`i)E)&s#NKXS`9xOr4240Tp@2^+0`7HZ$wC|@;X8G_%3EQ#qAfG}|EjLGV
z+JZ-D4hvy!O>wjP#A^xrIMz0J2E_Fj_>w|9*vVLvzraL<jv=wbCln#vNz6|90m;d9
z?Y8nQ%xFa?ZcbTPct#GWCbYRMIwVL%zd9{`1M+t)$un_J9$q_{EjeA$n-T|^Gwnnq
zCmkL>@CG##wUay_AoNS1r(mTc$x6s<3s*qvkMJYSXlHZy`C0a)$d0#vFaKx2uTQ~N
zr9y1xh={;LmVIxqwKwdFkLg&#AEO;{e>cBMr<&M!<fb0k!Qlp3nc46OHdlUW#@u@B
zc))1!(6Hf4J6Xl(PRKZ*Zq?uKs2Px5^3I<4iE~VRSLvm|+IL>Bu~@r*tW~>Cb$IU<
ze38t94ToZ>32gv-^}f*2^}=>%|MYgPkDm4p?RLrv33<rYM_Q!TIIINEk|lKV+EUA1
zsau<i^GHWeFO7{1{*ITL>j!PSp(8+%OCtdPbt~Z2Bw9ZcMwyF|1V;HLm525&2JSJk
z*)Gi?14f0u>jyp)3k#I1*vnpYyN_SpD2+DHr8OEAX$!F0Z0aFufo;S!#=Q&6j{){@
z!yX;#bzP(L$t09OpMgo*MAvl|u<?wS1>9HeSg%9tw@+`lH(K`}#)fc1tTV2ddIh)K
z_q0@S8kiKJ(@1GoauV>Mo8M_<#rnRg_ODA`W#W-nM9Q9~)|qgTRzNdytGRBIwRT(q
z(F)feUffO@+SsI@Zh0{!`dNp9e(L?GC?jgZRyEL9IAmT+=4Ft)dCN9T6MmNP0j9WP
zlQ)}6SOWz6;EA%^nLdmBn#FClm~JG$QBcc*F0(e><0z_GL^JHiL9aI+?YY$>8$Wgu
zJgUkn$*T*4Mq}2&<zZmgv`nV=wGUg>V?QrL7#w)S=QY%)inOll=gVw}Me&UBFEEk_
zv|eA>5^!K}TMXWFl8Bx2@xo@nae_)iG~IT4aE8*#CUq*7I@5i@jl;66&hOwnp{j#G
z-^ts9SWP8YN0L_3U4T7<6O2ISO|ubg?WF?+3n+1DeKBIO`VKD9;0diR%ynuI-i^-#
z^OM@&#F(RHFNd^;H%P9i9e#fdRn-tQ-x}8q646&_p35qiEptuUqjWgKY$gy?EypFb
z54GjJ1-A*IMC9odTOIFch?%y@E6kZA$ZeU!v7K_OC#t)((C~FY`_;3ufE2JC>ven%
zx+Wh0uDcL7=a?7CnR~H$IpN1pja@=D@7-)1?=fI|g(Fala>`0dN*gS_ZHl8c=Aamj
z<jG4PnsJMwE)ET;+?2BTFp>h#UJK@*zK_%6q`aascH|v}p=}qBFv)P;z?hKX#6f;h
znLv+)5gU{y!|{FZC^;_UT;SPB6=PAn%gV*9u2UR!W3Q2S22w#^th7vGW+=tr>5!Z?
z)NG9v)FjE^%y=uU%(jk}QO$G@AxE-0G`zHN?0O`Zlw)9I4UkdRbm3+=(=MzCuLt*1
z;5lK88wV<Q;pHt(KI4QYSsg(t${&r;kwfzfiFMl!ObjkA6>x713=AyY1&P{>XY{W@
zNb+!E5q_0<OoGz5rJeeszz%lL4=YmAon6^M$l(L8a7ozX4gaMFvtk)0fAs*Z2><bB
zPHnx{Un%$a02l=iN+z_`xIXL~YLMNxN%Ev4ZH(bKF@C$;YAmrZl~Scq{I`PpMF;+B
zzjg64u7n51)ezx6m9(v_GR&tzGA^v%kJKGFvCEu1ZB-`Z;i>}**O0T~l~bLcFKdL@
zaoo_gG)HOD4vlbhi<QD#c&MIF_A)cybp2P(%Vu>d<~rjsd_vUB-0f<&eEpikk81{4
z3a{|nFOobzBT_VSq<dhYKzgfXbHJz)kOR$cdLkxV?OY-j;Sb4qsNdEj-u{_!m4#{(
z_KzqW_`rZ{qKpCf#62!*6G7E*Y$qt3uqty}+mh0#&9O@!zB(%M0kQmIh&eEcWHjho
z*yv$omcb<sH-{n`6tfXaw5HWEW&?Rm42&U{_hyzH>3Ls5L<Ah`?n!rZS$Q&}C>K{c
z?Wiv3?N&z(c=$^nYui3Id&a5Al46v1q~rsY6J_nLdLe?o#SNIg@mnRH0A0Jey!B?O
zc5-A8c^=T-leTU%8#=3Mi~zRc=t4s@Ez}`(cB_Qm{Yl(3&%Cee;a-izsI3mmp&e3V
z`8$y{pAA}M|N0E)R{lj@1kTA_z4yhORI$IX2|YO2)G4eQt_pLAyDeG5EYQMM5=(xR
zH0CqLQb-MHL-l2tNA?=3)??k?m8`Zod;h~Fzb;=;^;sO5o}wBnLj`M1x<v3I@&NJB
zPEb~L-;!$wj~h;b(_#c_DQw&Q*}#{9g%2-{`QmL;i<<86QOFT51|#|5qrBr>yvEG&
z1Mkq>i!;;9KGR2(XYG`+8uRZ@6Yn3`PcT?l%K8(5l?&Z5N%wni8D;8Z7Du0sBw0Wa
z)R3(m@OrW%Ndg$QL6v%7DCWuKeaI6VD?JVs*0@3w;^UFs<v-!$$}MwS#!z4+8V5@Q
zF$>RWVPW)K$gx}wzf$@J%)D+_b&4+TjE2Zrus`a0)4XvYWDDvEeaL&Dug0%g#Y^B}
zfVEtbp64k{aj9Ir1WjcH>jE<q9f`B(-+Na&$T=zu=DfFhWbo*US^SiXiQwoq*I<${
zUtQg#?NPfCrX&y%mn5SrFY~wudBLhCI7K5}$iJqEm70!arnkd|`=T`me?4<)8{sh@
z4I5?pX6{oolDV2_jK&=}D@T~rJ7ms!_YJ|90<bDv!>x(uN0+EP4;GKIlj$I=<+7DA
zntZEW%LX$hkV1<wJwyx3JCQps<>HH87=%|iM)i6Yl_yW@d1QRRkPh=ed24Ll(s_~T
zrR_Xc3(m1nxGW`SIJjV9K$kPSLJVoJ;*v_`zU<Sf8-X}`Kc}1~^}0E;vP9Q@am2_L
zq^nFW3Koi<`2qte_Zc_Z7g5Pd2hFbR<)nVk`Z;l;G4w@0L*(o*{&#BN22ph`#o;HS
zb6XdYMge*37AkU7u*74_Zqgd(6^ts0-r*um@H#p2{E7C;>TcTrWCmgT@}BoCr1E);
zq_|w|dVb_REm$A_6U|u+d2!lnAM4k`oY#E+SFY#!)2mnn`69ZH)SJyW0hBGZjc1D@
zm>Wx<QPQft{ZD8|)}NFz(_ga2ZsEO2lLQurlGcwqmixiTwjBg0(xMxT#&W{_Pn@VA
z+06Ij3RNWqAEtsIRX6=)WViXYy_YC=o9%!rEFdH{6&}7R^~LHTfPCk%;ku|Y5$mN~
z-niJBa2=dUyR#?6B7`$|*My3<g(qDmq$=@<X+wsa_((QM_{yZ9&YQo}D?Ky_0w<8O
zsi9~eMKMT!*@?J)f^1Oc=NSQmeUn8T94p*<6-<@tazYM|>7%2U`-Q9hrRV;^r@zXN
zCxnNkd**u6^R3g7!}%v$_*(+pH*gi-hf-?Co-EPWE=RuVd>#SN0=~jKt#zKPr>=Wf
zCmh#>HiEE`%;&j<5SIyev_aG&!Q7**#3k<#Hy$Pgl2;xEl|8<QmxZ7`ggHj<PW24*
zTIMwgo6d;Um<kuFQa?v^3io^^F_CfX1EnEE&s~8_dt?1P8*W&&TKyG<W{$<DcedUJ
z2QS*^^kMK>V(=*iGUnuix4jKp!rGlDh_V|(LJWBiw!wb6LWC7o0!N-ospbSQGaYf4
zOF{lHJ2CIOseu#yx5<(6j6gedZp>I~P4@_SWec58Nht?Yo)^f1OX+--)x{w`i0Dtf
zcM*`qyqxU@3*yaJFA(<gIPVEZip_#1bYY=d0=HzWM12E!O0vC+?B+1Dou9MX>|lGK
zz}@T?qfOa7`q|y%Go?d6Am9O)`hM`9pL*9pP=&GFR!+p<#2B~N8gZ<BG^EARaus%i
zx;Jb>0khp8mMl1raFznG1$WP^c16ks?_#{T&SD(!pQ_oki9~446e=r(`JhpxMN8v#
zc=r`wLu1ghlR5J638ezrpL!{J^g)m>R1zh;ENZXRW~g}q2~_|!h=Slw35?>C_)#-3
zdt*-`lJ*wI;zF5%F8&7raE5bj)M4U;@O|&@d7~s$nfnfpT70^Z&%TRBFU=nx2FXZK
zvhk}mG2<aPM@_z?z|oe}DB(~D-;wh;aeq(=hH>(!s6u`QId9m^lHQDt04Xhg#uVv)
zRr_dGuwVjs=Y3K%9<etQm$w2|O}?5NySMse^QKkepNsIxjVM(^DKHAZ5PSg*={zEW
zr{d;!V)LC_61TE0-VY9Yq<x%dy`2~NX>2XDZ9%pJ0;j)bI=h^hhiWZ^*f_DjEqe1L
zA{Qg#^)SDZreCnPW2Jo+j|h0zzshc)Unl(n4-u0IMdOR7IOJ&!d|a+;%2~#gn3AHr
z%H%-lG78(Mn{t$%4lLE-p40mE+vI5#d9oQ)l%C<2hSI6f8P&QMCn9mvUnRyc!~>kT
zgD2<oVV9EfoFW$B<Y(%@6$dnJV8NZ5U#H^fe_ig^IRA5Pz~L@ALW4e`&5Cl9VYGi8
z`TcLs)Idp@*$bQSP3DwOcLpb6-_7N9eFInG9xTQCtZJWW*=*9LzZ?8@N@a52%_4-F
zZGtNCw4t!DdW(}NHv@Oih1D=UaN_B02dUYqJl&-XkT=SYV8lSYg!69?1Kl#_MlUoj
z;8YmHO2JXZ;xH_!r+ZRC>;L~LR=^FDA=vzcbc2BfBJMAxldO_*p1VtKOTsx9TSdAR
zCI^jez8*ajX&kU1>xFG#BQb-za9VgySeTX$e-b$Eo;a>R7V^#Oalj|^Cgv|@r6<8J
zR_XGyj%m|fvAWIUyl+D+Pd7f+Icn^la2$JHKe+a?ZQ;3Nyw#ubH=@;KnJJyS!|>dm
z{`&VDgvVm$SJnVk_71m8=B&BOQQO40M#P@)3K;02OiLjYql3fo<iSF~_+cU4<#wcr
z94~#kM2{Y&Q>#v`Tsh?vesYJ=tHOa|Id6V)rt}7qPzW-jTl@9kgvaP9E_>w36Zr8f
z?v9GO`mwxS%;QPG@IFR{3JLPL^G6Pgbz*g#2<_w25t=^XF1wTc)e(@|is!?G|4gd?
zj53?1o1d1yfDSV&dDpUv#wfCyok>OXhB4l;&aSf^b*%FsEHxOA9bWr_>D)HTAwxM|
zE0{>E8!gS2%&Ut=To8Norcj9ldss~T#q@q_(9=oK6!{Rc@$@WT<>iA|iCL28fr)_9
zRqYmC8nQwF#N2jgx8aV?+jmhM_M_(Ab%cFSB&wkK*3=iNlEVdt)G*AWS~HFoqG%<&
zopB+O;)(}qHg9%9nErb%%!TFStEAAg+SfD&@rHpNMDf`YM@X6o7Y$7A2C~EJXc69e
zB$X{gBny%vb*<c{m~Q;Gk#RFCRz;S7kBRRw5=0aRJ|zwC0;!jEf77xDSkK2C|KS>D
z6{+@hvV&Zlyk{s%82K$w^C20+YgnUmFZ{gQhw8;f1q}h1Q|5CKLGG-1R)!zDbk4@u
zLF%TMwvy@Gam}GWF?vT~Cb%$Cmk7lvRMXhLevNgr^5``<v<PZ1ov#`)-{}*9XXm_q
ziTRG?_vye<kIg|%NJGteVKG8C|3*{ELXnez7W4U24_rYjBF?MXcIe>f$>hzj_>g^}
zNjfrLyrS0n7nCE7<mqT9C*9V9V0SAq%CP$QB721$Lc=trDNG7tF-XFVu$jonEDw3)
zkFaAc?2U|*JUOP+i`_&9H6_c&Y(>eRUkU%ax&iC5sRN?v2K3kZH?!n^Isy)Xc<{$C
zb6`0)H6*)A2qQdlG$rX`P7<%$?<gv<#-wr02>pJ|ja2AG0n1!>hpT}JtLem1P(;>H
zWFbRQaTbnL=t&*j9j<uJ8g(gty%gchBUE=-m>eGY*hfcqRao+ByM}0{%W(}UMn;VR
zCKE`CpL%mITs)URs96G#hkV>wElQ&KieYNep%*)1LF+YSzL>A{HAgFHbcAO^4dZc*
zpIpwI_deV=;$%NAZJ^bwio%1Ha^XoMFH2uKN|^MYjqCT8a}W8?R+E|**~1~L&{r>P
zWYOj|TrV6<mvI|F!Dv0J>C^>vDPLMIHJ9Fdgsbdpp2FTWnm-KW=;$t_AR(skb+0cf
zHGCD8rmIkS=4XB4PE8KTa6x{P^}Jr=S3uu?RGTDOceO1fSV#D%P>pTIoL)C!$L%_|
z$BnOiKRo6_Lsts%o?0)a#un%6tYMypHl#9J>u{f|{YkDWQ)2qD4~oLOPq~wy|1m>o
zINMgmp$&T2i(0IN5XWf`Onnyji17ch^_5{!wcpnYA}G?`0@5&amq@pCcXxLQ(kUQa
z(%m)W&>hm<-QD$$_=L~z|9+h7z?nJc+<ULR*Iw&BhB<{)!X~(xu*6Ns&v@`0y30Id
z%cCgg*tif^{B{iX)oIgtQ5ZN(EEok-q`L-Fs8u0@FN*DnyaLCpmCt8r^WIVkrL>**
zV#qhtDoSCeYsBVMX>{s{qA{aTC(?aYt2n(aMn5~Asq9{op4!EmeB{`U+XQ4T*j5wo
zVU8K2wJQhmqht&1ZViR2ghtbpLw6k0Z!@#)jLObgu<RM1scgo(aVsrKz|~W`^6yl2
zx+>&yXN%DQuweD)E$MOY)SP&0<T9BPb0yH*^YZQtli>?Rttv3PWqjwO2-Opjy6tug
zrG-2>L&!RYZ)UG6AHsUpV+>m9=Y4STMJGOL=&Fc>Lecb%#v4D}->qbRGWhWCDsBmW
z^GZ1E8ybc;+E>sPvF;3ijbb_-q?4>|!IW%39P$-k(6Y3>mCB8=P^foDD2>F+ewP3^
z%XKf4mF!c**2uRk@=;F)0t$>9MDd0E*$!NeO(|{AOsUj5w}(~2&Z~?A596Z^bn3P~
zOYnT(33^|P>egUfY0_ZV(?N!7g{h?3h_aR%bJaSR8JfL{*t{VScZ}zhcJW_M#!8EO
zO(oPMvr|?{LW0!1_jOm$29bDum)xHY5H2RFhw>8oK-6Qn)}8WC(6xm68&%O9?3LzF
z4GS_ux*o_rYcP&ovKP6P{`mYVV1XAm@?okez=f@5le(Gen>LhZNUvLytCLjhzTKsu
zOGZ2<eh=`Dl;c0q{vM(>^`rGTjEW5s@Pb*0;&*-V?{}BY{*w*N2;}kq%$vVfo+bBR
z@npSc7ApJx-zV^V2JPy<0N8tCk|&SrKamLjFz@<zDKR-U{SXf^>3ObFN*su4nQudp
z))rc0)8f_{`9AiG#D742{_K_dGeRw=S|Qd}yr_x1oG&{c-4{3a_Bi6#vfDK_Hk5KU
zlq?3OBy1_zv~Oz=j4vQ-*olWVh|y~%=V-=pRg(iD{ulO~k^TY!O>3nioK}_vg*iQy
zDn)ZeL2kUJtAv#4TB^+$V6^DgfcM5&24BcQ>I5yC>pmY1eWE$LTCB4D`ou9fm3dC@
zSL^J0$XGm@4$&I6yfEKR{x)7{&koZSGvMm`W-LM4*Jv}0$T&x-@POG>JyY(#ceLg2
zyS;0r0B<L(_;@Hh^ZMsk!)|aKlCcyxTJ@PyT9V&8vqD@6)@nie0Q9uRak9O$k^szx
zTFDu%vP^ZpgG2YU+Uglko<<L%KMgdKwC<L+Q6M-kp`d62B`5dYD@`MCa9OA#_PyHW
z+eOXkxG6Y(RRk|(epdwePGb~*R&^~8Qt#PJeT#rFMVpr&l<$H=>WIYQ2V)+15alY?
z*-L}JaPFH*<7JST7Y2ybAyz|+z1mXmJI_9p<3&#)aDhS6^^CIBWZV!fBD0Bz092X|
zFJE#?9}V<kod(u1Da*FlAzw(SgX@8AhM9@ql|YA)*D%Rdco`E^NIG*Vc&l5=+v<0L
z-M2-F;ecK}v=-o4hFQQ?_*@VyMWb%pH9v3y{IYPpxiJ@KDSswxl%UPV%vEoCX^V)b
ztWNR7H=Fku3cdLcTxULmuN0Dw*%;yb`EOk!K8^g(b&9uSlYukXD@8N$`dN3<$8u|M
znb-fT4A9i145R>~&}zN8&d7X<111Dqy|EPUj7@UNS$T*@J~W}|rSJDk2hEZQ_Ah6Q
zgNHUAkM-|98A@<|#=~C8pDK~Z?GBsC-zp6aH4De>x_N1HPW(akKUj}?Hc#{a!TLUW
zP08S{I5@n|?xHI(u3u;J#y;8QPi5<vPVWa^ZlA5l(CVM>lDeLS^J%~*&bWhj6wP4$
zu6v%dz@}Owh}M)oI+kE~$VJk9Zj5vJM$)Vmos=+IVPXpNX2%9L<qz}#b8v=#g`;+L
z4Vs6;O99{86QDnK%Agx2k)1bpJ>$*++hI$Ag(0BqW@xnMh(Tl1F1#mlsW)aTj<1`q
zr|0tCA;GvMXhz3U!#{>&QK3@+C@iiy1XwQgqyCNTX`@Rx*|wijrMNBS9*+#>cW`?+
zFmLp`ip+xGTj#@U70e8m8K^u(9aI^+E!A;DwWxL~(i@3I05nXDyft|Y<#`7gYKE(^
zV>m=WuJ6%nWM{Xn1=cM4jIJIfk&}=o>HJpDP3iAUWBv3``T>K+q<11E&ud!78ckl3
z8^0fBm%bBWJ3>NkWLp}@{i7-ckKRlX<~27Tu2NpYj~M`({A)8Rdk?fvBSjb_O08}5
zf2ig3Ms~!Y>9tXIUu+5nT==Ml1({duiP`T`46C0pgyZIPI8zGeRuhD`nfB1P?oJxO
zfD6$N1w2X3pzN%CKy@A)Dd$76bx}i4ZWN&wY&{1#ZE<V%iL&BfxZXwo7p|*&{3hRj
z=Tq;yq`xyXfogPmA)cAX@rsLMNWRJ-x_EMBJokg~W{oV{6kx}2>*9gEG=H4d5X;;=
zR?%#qM<i-re(?OesFF<Eka)?9#0mXG`o#A+y7FOc38@vqAL0h&lupn^_rr{l+6UvC
zpyJTE?5pA06+>Jk#zL9#XH-KnG{wa&YG;Zv2aS+0FI*3^1d)S(8em$mS(Ix|m`LZ#
zhKSRBmze>20HNwQ5)0_(V$nlycYlf$&C=_j;G%m>q7<~fttrZ|0778_^YqM|j%`B6
zitL9@f{F1n(c^Y&h4yDQnHSz+BeJ3!m`LclmxrE5{I?_d=^6^)L(7`F%N5nBYcpt7
zJ*}@=hq8NNAX2FI!bcm=510S_BYfip#Up{lZl^vKe#MoEi9%R%C_HI$<H39QMyYR~
zr1suNE1d!be8ns4_Yd;TRk5DhQE31n{^C-{hywi)5}kEib7mtyV{U1B<p*v<#p`cc
zx>BMC9gZVKFVm#;B2z94u80vK%JXZ7(rziJu!n?cK3O5lC7vz??ei?Y-d~egstyD1
zRH{opX?w1U<|~~2^dG#t;`V;ui^M>T1U$m|j`5<fbC*P%3oyG?6yjatBGAy45AN_J
z43oIzWkM-mt3n#5k=!MFbOr%bBn{V}u(6io-dAg*JRvQOf$ucU(-+c@QYB_FME`;7
zd97C>pP}Mf9wuD#s{Zrk;1939ezaD2qXH|G@(u34m;-M4X(6(*e8iU@O}XV&|M#E|
z-+N$zZxK|cRL|=_ap4!jUtzqIm2D-l_Nq>uQ&25>*sja!IuKK2$7=|il$R%M|Kx{d
zvDUJs_LHQ{#*a!o58iK?6UknwdX)3!m(hRgH69G_<pSi2%R0)hmR;!DF}dOXhOzpZ
zwx#;ymY7X@UpbttwBqwaIPA^c3~MN@T9)CP@$Ne;a=;wGde#1#MxD+M`$_^-nn_6#
zng<+}#@3fBqNofS&o_>yreykSSM$BjHrSVJ@v7(ZVw`M#WnooD0XbU&F+n&hqAX#9
zekH{yS>HJQM?f(gDOAJn!~zuM6AwoAHKr}|yz4A8l>WIT%ZtPx#VCQV4x7-e<=D~9
z$26+B4bR@QK!x1cod1GqP5M$&#n|n6*WDaytqCUGVTKEFKSighMNOQpni5Af^Z|>6
zjqFHKk#RX9C^2jDBN*L7Hxk$3Gm~i>>d#eZerhU_!wx#aj5}p})iFVWWVHgWTQd$b
zcNeB-2_Icj|132YS#O%vn8ItOC`CExS8tkVAN1Tqj<{RBKuoivJZ!6*EwYF?jA<~#
z1MQP@m;Q7P=W?7^Je4RLVXhpv&gKtW^I|y3RO9(Plmp|AZy7!xjVLOHM;a*4zej+>
zyeZ0~FZ-6nd#{>5R(Co;ja}tAsM*&C$6S`6SzI&aeCGFq^Pg1f%_;o6Mi%N48#O36
z2k=yG)C1uXx1h0yKIQJil^$9Gt#wi6c<ZyL4&Jp{>P|xp6z8hDbOh4wskf{cWvbjw
z@RB>I*(_|_)pI2tJ3Chg?Detw>@`X9D&w@*By=sE>=P;-J7{89C?*Z^9`!lV7*i2}
z)V9-%KvA<HTCxfbGvABZQtHR!J#3mhmEyk0;P;wXQVH^v6*_nfmVpAKAT?@~){I*5
z%8V;#?yc;!;)Ze2Lj>t__{QEn1aje?`m;}1%Qmst$lAwZIm~8A7Az#ea^i68A!FXJ
z%a_{fKyvOS^J?zXZvpa?(RTD*m^>}cf85;mal8=Ha+3<kuLLHuZsxIyaj&OnNkqH=
zaa;g%?6Kc7Hj_*k?DOM8Oi28Az4`S-)*SV7x8+b17hU0ZjJN+*;)j~QBk-_zXE=@V
znRnqV?@g~ON!v*HnYZ$ZpYCI(D11@pj_ZY{J<<s@)JRsOXS)^){H9g#`iji2YDq-4
zi=~8Sx&mjVH+`mP_{l%3zesgcd-m*nC>fWRn*^TXyF<b+#;e=$(1YV%Wb>Py%Q={W
zJ#;fL+J~Ot@}Ajj%fn#UMTQsf<TOKnaBX!pH2ZLN&W*o7e~8&9^_BSb6@LFdG+A^G
zd~k#jgQx<H+cdx^t9;;@h&dp$<)BH)=Bbyc%kly5Ks*uY+lP|mSl;Fz6OPs7y2>5o
z*61)Z`dKjO11|ndYRW8OmnOD_CC?+gT<cFh$w58!MVQ#gsN_t}#hZ5Mw8w1$Pbot~
zL&5G3g_k!a7hcy5pohV@N}M@qfyOTEdq{*hgh4HlrzvIxPug6)#k%>1oqmLe!zG?%
zd1xgJcwwWNW{~G{?X~clk|=Y<B9rM{#Di~SkSB9pv+P!kLu>L=1|@sU%XMKdS&2_k
z=jg6{mt;d>_BLQMFQO$1@=|t5Xgkb`S1x7u2P$|u@l_q6<(Uq~?vVM%3c-hwt@f2D
z@p)2(aw?U}-LMf)#cDT<-P`h%EmsT-dxypp)bD|Q8n}L$1*iI0quix>P<VZuT{!J0
z$ue`+#6)CGrzYcjb;c}x4sUDcm{s$w48Qr<ir&dy5iZ>K@ROSlNXrhH<tU4)2Y5ls
zb&yX>T+jH{E<O`jR{Rb#nSW%Y5@JMkg-?@*^>5*2{pnuN{!z8!mjGJdYA7nxn=&W7
zF6bYrE1n$C!BiW(Ly{TJy$Blsun#P#6oD34+FVbzXB0bP9Gt=iF@?mI6gq{fL%bKZ
zLk{0i?2o8hiru`6%w!d*fA=szfAG=4*tb>{NqnQYfBDW>{;0L7Sof$Nx@lh6$+Rj1
zzhgelNg<%3^ao^^?{334{;kj&w1ue!P#(Y5ybf09i$;y3I8FMB)SHf(*{E^5HDXeJ
zBgWMb5?u;_#Evj$1AMWai8MMX-s6H{XVfPIBCumcv+ITsZj24npA`Vh3*xz#zpxP~
zDZ<sXo`y>?l7WJbp3lVHy7&qg6oB|Lk9KD>E|)pY-~WE>ir~KOYH1c7|JJ4_*7uZ$
z-m7LL^|m<T5y72{V5thU^J$?O&jy1O;~*M)yV|2Tp2`TP-v0HLbSLZkN9T!BB*wpW
zVyC@JH>JG6R>~}wc3#Hy^`{k5I$6neXW!MBg7Pm(yE^hzH>o!Z>r3`A<lSn@M`C<b
zLS(Z9QW#bC9oLL!3}dpsr(9kRtlswVWR8qGtTUQKB?iLQH>c+u**c(^c}H~D31t8z
z;X>_kd8zxk=_Pm4Y5{gbVa76MyBG;IZQA|Ow0S=&Nok7s!Z8TEe>k$mNm&Ih7mw(S
z#97Gj9arRs_*Bz)_mW6r$ccg%RrHi`wx>g|bigOkl%eMFuX%mkgxMY`aeI33%l8tM
zNtM!&u%VGCWzxo~ur*}_AEOi|3~3*z2{SPMg*wZ>pswZ?PSNvx0&06Lh+98pYMLeP
zXN$r;-teJbGmaUrJ0c=%u3T`iZb;u{nU1--@-v55>7p~5#^!8JO-pmy`)<+*JtBOX
zn`aGkq#e`@(A$A0S}3}gvCmzJjUqFp!QoI|WMJaAC_dgkn3?RslZcDhU(0xb^aBL6
z^-Z7}G-4F6l0TQDPOA`?8o)b4xRo|N+hHNj(G_*+Vpw1CnpYXy*A(nf`#fz{BlJ-N
zJ?A@G_ht;)7N3ZaCz%qy<yKid$JuEl|G2na9FygNZqzE9kXjq8mJ4H0FCe15<}QdA
z*#WCf*_YtZ&%VOI{E?Au+%x*y55>YYl<{HS^QFoA&RjV?4KVY@Wgsj!?Dod4H(6tn
zxxxd$WDR?FXR=Zirf@89A=)SjOG_O#NF_zh`B?K7YFx)SLwizxos5ULjzWegRB8Rf
zR*DMluF7QiS_I_6%Ss}>fI|$+$bw2lSnNF`@EU0LE+`|V#R!_ho`VTOHB?%`?p<x5
z4Z4d*uhhp4jtx<cl)mC|tvHGpRF-Ahv!eO4g1~LKn2L;36YZDu^$d`MnrK6~KS%cL
z!fLg#(3LpO#r~PyybAkW{;77(`}zOwg#;*{d!cYklm`Rzw(ohJ@EtXTYd&=ZBk*~J
zb5x0{Vu`bqw2tHI`X_{|o&~{g3UQ~BFz_Z}O_>Qw12vh>BdJ+$Wpx#E`d>$iNs`%l
z_I7{9S3@Y<&<_vL>&)+G3k0w#o^j$vdD@F}9i6SAucH9sO~a5f_sbTEG0Ym5G-c;m
zVFSVi5qJ~#Y4!30H@FAgeKZ3~Kf-*LT^t?;)DbOEV=i~+pMzNp4>uVNAy903e)Ee^
z8WM~zC!?Kj*6kE?X%O_<1v0&&CUbNMPi+8?f_@IXuV6nY+csR~v9u!B9g1@nI2)?h
zOO)-q97fO~SKQmHyyWaFC@9#S^LIubn+5Q^bGXVWIxL}J*LVjnVEDsz-F*3#0a7<T
zV8UPMqtlrncBwpW08as+`Dd5dcvgPhw9VydV>|nI2gHlf5oT|8@EgZDwo7FSwFxYJ
zXW*OkC+X*V+PLRKnx{2--E`KyGhT(jmHIzM?YWvH@01b~<Pt1K*_yj?VDsycXg%n?
z31%bBu&7C+;G^jL2!5TLK&LoQf($hU5xBpm7eul^u9vtErKjQ{f%8Qg0<QS0mi$<m
z!3B%tbkTnD{vEDYuYMQe((<=k16k>X4;?}=+jZ8|m=~BCv1)CkUOFFeT<bbX+Tm^T
zrVoo_qRo|;N59t;vQg(}7(#r4k^A;9Z7YWo5Upd1X~_ld=CB9b;c}Pj+tlf7*w0DM
z#wV~c^Hqu$aYlTicPJ|Jp!ON%Nac8O^qm=`jZzr~Rn?LC=-%@dRfee;u9h3)`d*6K
z(QuTTkAE7(lRDUBRTrBN=(&!@B_EjT{vc!*H)07ktvI~fB0+1Xu4p$MO``6y3H9N3
ziQEolOC8f;9F|BBmck3D8pjz3Y`+hB2_B<d)RpGH|CpE<klQUx2Nl6-qm2*AC-c#G
z0#hMVS(XX{TA;d3SZ_#rCrLIuM=+T&I9X0UCb%--N5AJ0*<JU*W_iD)TRV#&`XxIa
z%UaguTIr*wfXP)=E1hLoptf@4sn<z0t%V3)3d<!kew%YASq)ld8wbOa%OF2(oQ7`y
zMG{>7e22vzZ*Mdd1O$ERSu&d^198%@uv)<qwzp1j35WKkH&nHM#Ya1KjEg*<1+_xS
z8j?F_oNt>3SKi30A9r#=X>VxJI@qdkx*~_d-^Ka~WH@My4{|_3+S7CK@DmG-m7$~b
zAuf^tAl_&ZVz<8+B6QV7_!4OV6IWGacoKl+x8I~~5jF#f5wk9ZTr|LWqYJp&J2Cvy
z10Aj2AM+|tuIl(jv3#9WjQDO<ZC6E3d`dw=D#H$?*mPaq5*paq7W(sxv5cTf;&9z9
z$r?ZOKV6-*+nZNPG2g1^)ZCmHn2W?}^$k4f?cbktr--Fcn1{c6{is7KHN+`Fa0042
z9;G6k#KH%#xAOmN9g5Ij!>N<gem{)%xGe>wK^(emUj+)_Yc<2R&#m)Ry7w-)pg+J{
zC!8p}ObC!l9`=hDW}t75yve=R;A(eI9V$U6=uEBek)u-z5TlCTcjfd$Fy>NW=u^l|
zCX#X<TG>2)*TG&}q&!-JTH1qXymb>yo?$jH1|Ll4?d|1r;ZBrf-Tee6=}7_5<@#F3
z;~zB#wQVY1GIm~*og8`H%UC?^OSn}`L7!0(z&E_E!BUM7-*e+Sri-vELo@A>MZIcv
z?~n65*YTv9($akM2HwQWqG8)1O4vI%avDY=bqn%DVoJF>3~?lW5PB$jRb9{%ZSV(q
z17wEP$j?sudgamcg9KxxFOb4$ESFL3dL261^WC$Eq%&K!%e*-1*f7MyK)SHmh%jA%
z2Cg-`=v8px`@V~9Q}JJ<!Z+^W4Fa@1d%}-YaNn^yqfC>g=OylSPOv<qqFbk&bv&6U
z(n<_laN>!C>SUd<c6k4NUI<9v+_dbGQ6a8APb~Qt=^|O-tS32%DRV99$|`datk|I!
zsu8#>RgXILyAHg!3lmZsk#r21G3!cpjt1TXyH81}D%No*K8qqDJQ(exF7tO?c}}@m
z8jX~<Z372&Qq)#-uLmmqHjXt!>$ISfI*qHS*-EqsFIQ^rAroVaq$JwIW1dD>=6A{&
zYw*5At*cig4p1#sw#?<+rKs4wRUMWysw<^P_0Culdz{LX6U2E50U7gM5Hu<EvUwAg
z{#GdC>K~q>g`4j^xvp<$&#S{AF|C+{st6~2ODTz4dOKEagNVKUAO%tHx7h;Pz^vuv
zE`h^<nAmQmU?H7<{vSNK{Q63tkB^Lx&>Fh%lt)^%Y#XQ24Eq#&Xk&s&Vb}7fhh17b
zczBm~Xj(j2z)n^ZRsy(MJu7USmgo9Aj|wcO5+S0}e-hG%xRT$HGyJE;{Wa|PH5{da
z>GAQA^7*t}k|*Ey>Ypd^d=SispnCrZL}DO90p?PsF}N|l+V`YNm=BF<I7+=a88SSm
z@@jrPy9+%S^0?w;*OOt<309&Fb}DPQG(clV(M>21D?-OaG!zpq?A}kGfAwe@g}-3%
zy<2}p^^SJ5YW*&&B0pYW89@3T_ASSox84oFf}@NgcIsQZ{2O8ZF}sYuuF$J-r}P*L
z!NFL4&}F$Xxe^{n4kenCPJ^So<AvB>FO6DFRx*~p)!{(vWz3_YeTejGn>{2C#?HZ&
zypm+u4{ELZ8Jl7F8tJ;M+P3i#JT-nE_y;!X)3)`4iBum!InVtmLPE7qpDKqa%=v#L
z>tz3YJpD?C?6JK+IGB%0O-zy?YGV_GR;;JF2_=3JbPl|(I%_u^KF&||A4Xog%rS7n
znMQXzEoUp{jzUd~*W_54_2X;yjdsf*yui4hOQdZgJ0kLiBUYUKww?jl9dk0jyZUxK
z_OR#%>__4m?ybOYK&0HqesVE)T`=RlkW)}kHf!f86{m6|R(6P~1`|QT{EWlZ62<$e
z4aBiPGcLzu&|>X~tWwvT?<LK#7Dpn_+3x-JD<2}Eo<NEB+i3Pq*r<OKIq2CDH#SUj
zZ*C(Go{5|y?N&IQ*A3#r+)42S(J7}=tAYy`4a2oaKEFgD`vVO}Xo`6nM@qMbLw&*S
zC3~(ZC7nCB)5GqLpidNruGO=eehy@Yw}s_9(^nZd_u{6lhkARun@~$sTUX7f9r&|t
z8`M=R{=Eii`eou5iCb59xrZnR05`M#`T9#vPRf!}xmRQP{G#P6doq_E7$u8Cvg#bS
z_{b01Zr8%RPbZfs3u$B~fwxm$PfkBY3?Hz2F9wI4Ru-Qgy%yyHtOPu3aGSR4J7b$J
z3SnGs+(1p6-T{UF*?4g04sM9oZ6K?sUlROdM!k|0cmYnW>qoWel>6G$kOXx1N?Qb`
zEQ5zw-W!6WE$4zLG}aFo%v-DSHmXeT=c6`1NaUy8jSi17+nT1W>6=t#dwibH&|s<f
zp@&my2A9X_#vjjdo1fyAHq(1K<o3)ri8)dd^y%Iy844L1Sp*Fa6GYK0L6J?lm2n>Y
z9+^$K8B<??H`l*3zkXyZ9p2BdscLd;x$0j9kh2(ggB?e1;V+u?cVLLT-AZ20Tl?c}
zh8MX5I$jT+LBbiO%U${_IkBp<mG8*8Q`DZ<gHp<7P#m*PA9B=ief#r8x2RrzL$R5n
zTiUjTf9Ogmll*}yoXTeI8C2m>zc1#dcSGu$om~wefrjdp$}=xf@gA_>7-k*WXuYo1
zY(OSn&7LM#4qr%ib7`4^bfDkK_L}c^Rp)64ngNg$-4s4p=9H|1-|egGuGF&S;-KI3
zG{O5MSY8@*Q?f;HYvndvEK;ToV#F1T**c~`lJ*PhIh|u2qEtC<f{H{7yEeSuT%^6q
zh=+c#pDC6Yk35|vc-sCr)pv%2Nn2@iv;CxT)-l*)H0I~ajL<Z1X2h`jX;ga3T?5&v
zKbqN@vZ4S(B66?!JOyup8Y`Fh2}3J-Hb{H6`4YhssAOBF3HDc*HD8nNQ-`6g328y^
zX^efFp7b;p6_Y~pILIaUkrE(8znpz?Ps%gee~|X<REs05u+2zyT3D|$d*b8UsmwJV
z`(eU!N;xOJ{<$XCUKL#Hlp7_<rwgUj7)P64ZMF^h57qn13rI;_$QK0<FJ^-$G*P@~
zRTSB!_kzoP$xB}st`hcxdulwY?s(s(h<kDpR&cr_H|;<-cxBX&V-jc>T2es~nMWvV
zF&2#j*O7m|`ITFjIbQjYi}s+xs6$_Id#IFMqG8wx#^NUKo!(7@X}<~kARH9f*TzgH
zp#-=>yG_>xt4oTK*uA1zrR)yIdR!0)0fvSFIrtHr!=TPhp?YVfmvKL_;>!X-wIM_K
zc}A;=i4I{I%+3|F!pEJBO!6{qc0SiL`FI0?m@ZE_p-~3|Jk3OE)qsOaHVr(00qNmZ
zkj)-4bm%~{Z3ghg29V`8c*(k`AIqeyacc%RsTl{_#}3l%SexB07vxLx!Ub`y2|3Ta
zN_tbkvSKqy5e!R#JKC@x*rW@jVYz=e%0Tn5SbL<WvfbY1kc-E@0n~>CRM^?tGDM)W
zv^jLXPTjy=I2j_~xjq*rJGEnAWTfICRj~o!-Rwbo?(I17gon)gMq53uf!0~-pnKjJ
zE~IY<=0RpZYQ|)jzx|-fw0`Q*66<WQ|9F-Nx*k8cL!`b)0D05CxCsq^<93n+df2{G
zDT=Gg<1M%iIzRE+-bhwtY3m;MT=(L>4s)vYJwtvtxy39O7yu-HCAeSX=X#tCqxTTf
z0h(SVLW8arthm0k&^{eEJzaTW`g(<z@=4pd)SGp4MjZEmE)b5G;oZVg^fnt2K7L%c
za$mzCz;k%|;X(MI1>S-5zl7Zu>00vCkI$*~`~Jvq`pE%aw<=v;&1a|;=cXb9*(NOV
zqdYT>-1@|_0<m<yr&=tY?w0d$jY<jMkBQpumCvkLc;NbZXOM@SgDnR?Cak>9b(K1p
z&*8Amk*=|-FEbic;u)u{jDWOTsk5JvaP#5HDCK^Di(?#eTsQK%ozPM&n}g~<BzxTM
z7M*u$ZzHiP)t))SZEJenu?PqECN1Z-O6%0$_le%X5=Pf1{@xxf0E(O?%dBd5v7X=R
ze&MJk;JUv@86n|ln|dw)fmr$q%sB3!F)TrCU0;E&29<az=))CxpYE0f`av}qMR;(^
zTtCa64r2~RMZ{ZW@t=4QgrmFUAP_Kfo1D&w5mqWew9MffTdhYAMy_G|M=a0OCAWKq
zmSjokxC>=q_6dt`Z5XiqHd+@s>J|(31eydqW!O*1y58?(Z22(=C)tT$iTT0W+-)=c
z+W=3KvDit-`{l11CkgMQCoSD!apzLQaaU={)}q9}0^nj%MYLWGcaZSncv8#B`vnIP
z9lgZgS3JOqUwEdDRpd2^WsIa(Qy-xHV{<u?(;iUsbGuApQ^Yd|2fLSaKoVem5esuf
zoo&zd2;Z+FNtylSqkQgDD^Z#4>6PL@;h@p9)8Su}bo>R8KRL;hV)^0({-w&zhrqn8
zv0EX-INZ&{qIQ_ArEA6}jSJ!U1`8`=oe;B3`qm=96R@(4G-SaNmu9Xg_}(#=oM2yW
zwj^`d4oz-$YSM+W-neBszJLe*YfMZ#EPO-y8TBD|ysy-Cl;XH#86z_f1Tk0<r!xGp
zY*k6Ur^*hF<7)}X*zQ9^tqZAj#y4jPS-3<M+Kw~jXFVOB>eguLzUmhN8z`Y>v|Jn<
z-kU7SUBA#t!-ZsWO~J3fhv~7=`U=%5`ye{2PDq4Yc?X1QjC8HqLipV-#nh^`rZ}$%
zr)7TLMdS)%$Y`h7e|X7`vT}=+bb<hLu=$lUAw*8}=#gHPLE!T*`|EWf8?UugA~e0q
z6@}G0w3>#k!ob@{1)=*50!z02JI*SNfW^!L_YSmvl@R(c1g_*{ulgD$Ja+Z7Y2mGa
zGAWq7=u(&Uc02yDa6vr}(!E=TpjtM+R$n%04iB(pm7-%wrc<I7>8s^#NP50U^cc#6
z<kM0F2u6dB$?W6$lBc2D+0Ca8cM76X!n-(i<WEEg5mH4aATH+oFqeydFDiD+b%~o)
zn40|5)bOfrybmSa>g;z}uMK9Vf>pe0(#4IeALSdnzsZnj)SL=HVhLYQ3O_-^+zab2
z*3Et*O=&*Yj8M_8xD|l!*i36YqllgmhJ76x(%fkcQtArXQEj>2!qLM9RBe)$4c#0)
z_}=tG82Hbi7>N^-w$xYGDFn2-Y2A(lM6M75ku~4vqp^(jZG6$gKG+)-QH4PfxZCMo
zA$aKLZ5f&5pz#zEpxHc4DSzh{R@TIcja=~fr{S}wAUZm=)p!LOG_|=2VHNU;|Lu6e
z9qc2dvS*C)=!j|rfrND`sb^nTp=a2cZ^dDq;GFTDXy6G!xxdk#8CMq%A1ywMhQS#t
z2oLOScB@Ejc<iin`C5{hnOT{e%drN@o>rteS(J~R=mbcd-jeDA=^eMx=iCywvhUgJ
z84PJoN_ondryOprVU142#5ug>&u8AnYv9RqEM&;71nZ53CK!z9wI&=4KtEPXs$L9h
zG6DF_Joz7UdKQxGl70zelSn1#(6>WA-n8OxCvb6Q7%V~jEeGjcYcG{AqxIPzKT{Iw
zViumR9eByoNcTD8CBgo6o%yperF>Y=Qsak!4B`7q-kRdQ9zJ(M#dQY>i8?Rp#3=-p
z5BQ&?jxU@<w;pE(b3g6S{6ggSh%dROf0bY#laDT}!77nvvmcgVd8lUQ7dnkw4YWIK
z<fm|>tMa8c#ShR^{%avS_F^(J<}x$*EbqD=Vrto70%X2U7R!<rNE3Zhb=EO4*R;`{
zIjL2+ZXOe@2$U3*7I(PgnVveFgb^T@pr8sLq>>)`THSNBzFMnZSo5g~F!N!^BH@TS
z>>hCEtwdKD!y!;juINMO;VQfsIAT*Q&}2U|Dx!CXHrc%leTLv#a+e-Y9%6d1<w<`5
z-U0q0`duLH^=--9r7&6H(qZP{aP|R=yCl3Q<(^-@T6M;`Y}E5_9)i(h6cKLcO#SLO
z_)V6f9Cu)Q@lDfq`O)9D+JGa@<AEJq$~%Oa=(bf@bT(8^IkLfx+LqzAyWKNvmb#rt
z1Qe9DaTy!yiIuSq=8?brmC}W)(V%q_-I8eD2jfxZCy{uATZm>#7L9PYe)|^K==t*Z
z>cz_s5->*|=|}av>BC1?+njcDZ=ZAq<>J!G-c^Dfw)!<~LE-{|SGPMAI1)_XY+`@T
z?Ub|zJC^dLQ{nkzzo5lo-S#dgy%mfLefu3tadhQY@2UA@>rP7jyVpQKm+*zh#X-cX
zUi%9dy;+yYK=Ao@7(xO7W2}e5RafnLPL?iEX!2c3wa1eNm?(Ss{fANhzAqDUM>AK}
zV`fMBY2EVZaQtH^#XLd&z9Xrg#j2={r_hrWLvkqH^s@{sPgtIP*OH%nRExu<KQq#7
z-a7kmsn_-l@ODmFZ&KaxItA@?OP$R0c&#emO@e&$$4`QSPIhuhK-2CR_A}s(=6(Rv
zZ4fL?CLMJZQSsS+G42m#q&fBG`(0KB7aG^1gC6JE6}`HnOVY5p7C)C?rZwHONMqo@
z)=gq~KYd-mx=t8KtJl30NW-`rk+|Ot3Nntfb7yb(@w(qeop{8Idpcp()=QK=Q!FSr
zs8@ez&)rMLMp+`o<>rh3QQszDNvmbOX!N=M1h4iT@nB6K@Uq{UKs+piAD6c&j>J+c
zO+&uB%K#O<UBm3OYKJVhAg9Pe%)tAsRI9{P{hg^=L32N^j=ZzmfNIRZGTnCqhAN!j
zNC893m`dk_nHhs~NHcXyOr(l7EP5Rg%B*+qm(rbS0t2xwdmSQFtDeofgtRLD7CKwq
z-&(`puB3nWMnpWq6sVZ7I(3!DW(vLZXzd)s+JLT&dS;h+^D3L4UdB<9+Hhor0riq`
zb7(EV1DGD`^zFF)BCnfGXc+(ft!G7%Hscp{5B4~u%V0lLE;rCUvgNt@hb+=xp53f^
zA$s<|J-d}qSnAx?wH`JbtfkC|zdgI%^h}<8D98iY=PX`7IBe^SUI?qGpoR0CbbAdW
z_ij-Kq;{?(<~dBFwZ6WnEp-?&IdWaS0xhwd`B&YzikKc<pSNXXQ|qP-6Max}NO9Pj
zHPRp1r~J~NxYrbagQuX>arIaqN|B@QGALS}<N+D<ngI}g9v#FUm+&N$TC|nKuO#Im
zh6+PlSPeGol2B&$QPF=k6u3KnSzYT8>I&Sl|GWg?jIIX77W&`la&@zw3JP{0*HzU3
zzZjuDk+hBp8-mwn{bUYM96L%yJCljPwXVVg2BnF#K7zlXOvY;!$#?`u{k)WP7;#6P
zj_;y@H`M1%A!!A{OM$xJ)~=2FN|_cOoC^znbyV0*KuJITT=FhHW#|W}{@)(tRMxbo
z`O<EO1nmhW^yHpi5ufe3=8f*_*U_FD2~%7rKUq}`Ni@39;ce?6a;r70P57Ai7r##|
zFq8D#y&H&5OSTRENwLb-l|B12u!oE>=lD!!*@za@FFdQh7t-?7>KR50F`Qd+ZH<rY
zWz&8uvnUq4v8o!Rxz-ABZEY-~Af=40q;(*e_kmKA-^HlBE;WTooiOQdpEkbPPRpt`
znZ828`^A)bC%s4f!2Zeb0|cuK)YUwVf5{~Zj>4)oa<`961R<b~#9X<#?hLg#CRp4b
z?_Y5^VQ4HJdik$mfj?Yc`zod!w-HitmhLo{!-TOe@yGquasS4B9_LkD7RGU{+q(qU
z!Y^;8(A$kCQ83AZdU8yrtRuaPzFsrSW*TJLZ04RzQV5R`4W(O^l=1|<{1%NqDY>;}
zp5UsJv+STSZl>};EL3=6Dm+P_<*8YVNG{XRX})i@@GvbkEu6sxIl#ABmUvDYVuLHl
z?_y&jggcy{Ox~PxhvU87SFwy~$rmgv%Up@hc}w&8hoB1fQs>|+QjSMcHTpfux3NBf
z4qhiA>HxYMuDCXF6vK8ALBsPd=?Z5jWNy268aRwe-2m1DxH(jn9-$v8yvM`Ff&cLn
zPlN4QHuq88+len=8OnOJ+~xXXDE5Pe?_^kdH?)XRctRHXs81ZQ<1Un+Rtl43p~LdT
zx{akD4!>R4D15aR|K;VB4*GWHM_2>s0FfwYR@12FI+zef5T`%7P(?I;xV&$FEBvGX
zIO!?B)uyMa7TIjmJhs`+e4-UP^<lgzAu(@9d$9dxgAThZH}v%jcU?7lsq@#F(|o$H
zitZ--yW3Uer6-8gYXyN*hIE*ucfre*u!D7M7IYFS=r>{*tl#r0Y+9qPXO(`E@W@W^
zj4wsv-cnbna(mOau&kZ4mFkA(;}Ea{8>}Bm-hPRTAbTbB+fIDbT_!uJf)=;=nUbR5
zGcIzFgmck+kNguPLfT>4MzNIQcAGgPxu1@5rb38!_-RMssD+oeBC8G>dTv6IavFsT
z<jj{QXpj;wi<L2VDC&A$u#+f1B|)Om=!G=zZc>dDf>W23J8B&bXaJ)s61~Z03c~CF
zyib8`VF}n1{LXOV0xLHFHq-Mpgv{za^Cq6>FW>e4h|wRuYYEK~Aw9#lO7eS{t!^f&
z*s!_x>;@{j0l5G@J4mn(*Z_eF>YVePSb<mSgZ!zV5|2e4*Z7obxE7?l=U|KTzTK*F
zL#Vk;Z1y!QvcF>pg~-z}uBBq3o_yH;Rk<MdYpbJ0Rf`H5DA&tX3QKy;P8zowX6&$>
zLRXYEtmTmRKfiMSWW>5F2wZ}ouB}-?=lVpu8&4H%usM?QkED_h`;BOmH!|F{wi93_
z$+*k-)8>^>)v~^8U+4g|*!O6iU<JA}t5}(b{m|=$xQv4HWCrT=tmmnGOBiAcD-0gr
z2W#T}qXVF_fLSlIJVO1~I}nH5^v^ic!GQ`Jx-Gn`>#nL}SsqkG5EGHl-4R@G6Enq-
z*4oN9M!^|#Cndo7dJiUIk7s2kq4F@9CuzWuE9XI@p%^|Z=7msp`;fYAV2hCiOzg<L
zq^#jFw`MGDaYf#@yq4FyJ+T`o)H5s5Sn6%})qXA}Wf{^LAw*abF9<pjyE<j41KK3g
z%itTFuB1&N>nont!{{zX&C`HB9E)Not*_*|Xj7vTxA|$0XurQsr;%bQ!;f>me~92M
z5S&V+&95~aRHJ>e!Vjl-QlDQLO$H+K2z+BA6Ol+@M{2HF*xPdTg_Q$6p7DNbSk)ES
z(Xv`7k6>x8q@ZTedwM-XA3&jPo*2J3jTrmWNL?RK<OGHace^)Ik!IP<EHs%joCk#Z
z5Qz|J$9_uYV#LV*_%30;Zq$2J2chE9Cq;Gu8iY}vQoIo!nGluPUb2P)%;<y8z7Hy_
z7C*TO>6g<s<{s*R4Tr|xRQjT%+qM+)RM)Xb(HJR^A|<#suW{NIK#<w~Ztm&gXmJ2V
zNk9ddycfBQeLh!r_Z6)bBp_9D8pNyFalp3Hw+@M5m&$e4mw@zgqU(wG!$X`Jx1%FU
z&S(uoYfm^dC~j#*(@id*Q@LXe1i~hc;7lRV#o;)%KED?vAx}i7cIO}jc*FzX{2L3g
zqYN^<m0sCiS4Qv{^1l^4b+maYsv;8Xrz39H6X~M!5_%1P!+&?KAnpR1AAgM=^vnBf
z+>63}W(+B4GdhY340dt9DbBPl<UiA_Fw6E;Z;&DPl*(4uDOYqaQil^7dMAB#B6-(+
zvnDfcfWvdoj^O1w=IM@a0DJnT1IY_r$HwhGd4qd$_5qU%aVbQtXjbT*{rp1+N5E?3
z)Q<X3=00ih<Ygzu%WeKWg<GOym)LrOeW~14#=5taF@j01dtCn2Zqv23x%jbTo$4Ak
zW!bVBT{j;Q9N(F1XC87l$8@COVthwornTnm?#!l6l6Sif+j2My4teOS`fG!nPZ0Mb
zl22a+wf&}#qK%cW@ToAVD3M4Y9Kn_t;A*+7e$BgzPG5&pCDT-zwj+=+=&TD_VW8In
zMqXV3AGD*o)rg*Cbk?uQ)p&Y;j(XT{P4jNGSv+2B2`d7Pa-PuB$UGf#3jF#FqF4f9
zO+{5Ksel>dj@1=Ue>8|P0j|}O=?Whxik|8W=Vi=8D%RvY9~+hls%$bCEa4i|6QXF+
z5W(2R!+9!wq58nVH}fOvMvBf@-EfbN=rlrK*RAaZ4NBqJ&{tH>->q&@&u{BI0n9`O
zpnWcOn>M@Kyw#A(OBu*xd>u_IoKcsc0&BCO0+y`Rlzd}Am(CuCxVkFSeNW`EbAfEH
zoj<DUjp1Qln*+1f%|qJ6-g_Sb6O4{%9*OAY?h}vTJnz&qf%ZYaRMpmZFt5ZTzTrtN
zUryj=3%qK4Gk}0*2kK?CYPyiQRXGZ2b?NqJ;5nw#`njlwu)2(?WuWN#HXZ@h%&_@p
ztrnJc?ClH9330ey*zSwPW5SMms?BzLmm{m}IdtKSDc<1t2=JDiwXEG@RJ&AyS#*C*
z&0yag3v)jppnErz1yhJ$y?I$g6rYmNd&%A}L1h`my86a&$0%T~tinx7$~!0RAYQ1O
z8Ag4Ft<#K{m^*jw2i>=Q?5mPn@$qk#dBMf6E%JdyLl?YGKKVJz+at-iTyGhqlT$Z|
zajeMcgC%}TUYx=|mYu`Qth_o@mz3@MRr>rj!2|cOVCPZcD-mh1Qo3mto_y*59At-R
zRUpwn7@GKy{ny$4`ID9=u`l1{t>4TS9(*~K{6}5$`{XSte`)d5B^M{ZL(SPMSwzfm
z^*C<2a=0Eba+Zg|E{$%~Y_6eycs2(wP8W>SzQ@py`t!FfKN9^`7%xm_Di$uCb0Ti5
z5e3u{QxUj@ehP%c4oe}a4oHJtYN9CQDa>)wUL<3<OsyH3`Q`f!7`&~!dZ*e3&m2Ov
zhzfI;LUEwg73#dX4pyB8qc^Z$oxUixC{cDm75VdrBf39dF3mNweFJrPSXi+ZXi+X<
zg$80_2X?Y~Rkx%kir>y4HwwTEHb5`oNph(@t4@7ebe>H*feoIj30@Y@bomL45-<K#
zK}=PIHWm%ST*yadz#HjLlxWQUV2*sZJ0qz9J-I(KVA2n4%&pwr|8DG=PqkL2e;;{}
zOR157TC|`-wn_jS0oG{hKaF%4wXJ!|blcCZ+BYR)Z3VHId~ll9Kf@B(ToEZ(Wefm<
z-8?G^$84|>zi9QlU`cw&|1}Q0ihe<nzl;oHxG?Xi766ZTI&R=hWwcU2t}`BSNZmiF
z&g@dx;);B=AF>ytcZ#xI5e%$2EGfro7ujhjn9g&gcNa~HeBBg{>|kl?o@HK1>B>(s
zCfNqwEOuq2)S!x0%Ti3ohl;0YRv!f&?%}6RZi0G+wCS8p>bGf{+45Q=^eLrFtgxIC
z;<WrJ66v71b9>T5KKQ~AW(_n23FW45BfJm`Mx`#iM7uXt&5<)C0d<@qGgde@Y*3I@
znu_?BH>wQwEX0o{gYSm9q;)@ysh0VP_JavWmrhM~1X%lj)m_i)Pf_eygkAjoP6KOL
zxBUKoi+5}E9U1tF<+L<j_(32j@rMm<(#SU2C$wi-;I>={wlC)&f0!qFXp%8Si>EKF
zfnezSP{w+ek{!83BLJ)h!H?J*()*9i;AcyTtbQ8SypIwaHwd%@&s`_@@B#76SU1)I
zHfuc-?+?+6ZfFaFhs0)0n~M><65@tty{s+R>}PhqXJkxgRB-15L*9tCzHJS3i|{kT
zAd8J5Nx^4yMKjmrRYq&ZiOihZ!ZvYJ{Fe3gKd}&t^qvGw9ip}<!!mm1^whSb-+DDE
z3vAmZzD);fh@boL08);WrXYGtuLK2HLPq1%0RKOPY7Ss?92d*4R{GEmkWw_u2;7U}
z8#UNcK#Jl6RGa2>CIcO2K2P#(=ZBZPNwVmjmJ28k&;0D9yS^Vq#Wk0c6TKT34?r1s
zIQILW=Dvr~D?9r_T~iWFU`2AEKw@7B+U2H#+wRLsql9g7C8h9DHlZcQk4OJe5co*{
z_ELcSElWGIv$M5=prs(P&9_Z?%VnULnT#EkC36g`U9ANALr0jn4OlK~4?VeDd$?ey
z6jV(c1`Y8nc>3oRO1Gp`<5|VDJQz;rR8qHI<9vvzTX!%lI~Rc?;E0dydoU1})In-k
zENwJpiU@+Fh(s(p&+ZW5NwDbz(s42<qaz35(C$uiReMvjh%hkbRB@~zN`0Uwmq>Hx
zt9CQn$U>sDFcF(mz>SrcVSLGpT{R81xQvJzTERywpAa(AV^)xhfA#+E4fB}|={cSL
zom*i5&nh&;`Pn++NkDM7Lv)vFh`8cru<qNQHH6?dl}*3wHXj3X?nPMa5#@T(H#JU{
z^6aOfZ<@fgr(s`@4o6y|ow1xQpXtNSPZ*QNj4_kZ@sk*#A2C3_qM>r*ZCzDq2__FW
z()|_>7E>Jt)2eh9st-FN&N>>WFAr(?-;*|MfW3bwC%iO`=fOdPwC!0e?1<=q-DzY3
zpLYDuk*f^PZScQXu#AofQ$k5-R{JCPP$615Zc+DC)yGqi1gYparEW8>ob&zn@91+{
zZ5daWeqWGH8?Rx~8cE55FODsKMxDAD^PSKr?t>ECU8mFk$H{rj{^na0c#Do<6}+pX
z1D|T$%C~Cr?cPvR%A8tCPhB?J<iwUscT9G^U?nZc2Gagt71qaJ*%=7=%BN7QXBIE7
zO(AN1)L5K~CD*cGyD^y0pVe(3?7Vh;BDvoT8}}OvMT3gCJ;8q;1kmG^h$tA}4hq@D
zo?-v_oWGxy_r#~)c_P-4Z{t6Y5By>I@~@C9-6SU=`s2TT-7!VjXPZuq>TIV44YZ;_
zhggt^ZSP8*I*}SJQV75mD(I$S2YT4>dmIV6!&QYv|FyTqM1fpzLB+6iFzlvyx=(d&
zRt<G|QMExETBPQGA|tRxL-;qcI-t1=Gk%!PX)tvgfX@Zn%I3c5WOsO!3Y<Ok>^5vF
zPon1*wqNxn1&VU=5v#}ND~Ye{RtI4ht9gaVm!*t=r({EKhAsD^+5%3e!$+ZOvnrbg
zCP}14)IQDOv=Jdb&VagCyc8D^#ecHRYI1(T%h~y#o8W}-e3_0{<NGvyL8`@`V@Dr<
zSlRxv<MPC5e>LPQ!%D0)+l^TNNPvcyU(#=mnW7s4(2b+_O}0oa!x284EG#3dwu!Vr
zSU_rkUdg5Or}1x1o|2zF#}YzpHsALj^pK(9kz#WGc`E>}G(XR9eeLn7<9#eYuBaSi
z3$XsG+3r6DcJwLxx85eMBxzkDq5tnsZ2hgx_EBPV%Fiw@FTdEEa-(Ey6#T*2;8R@+
zj0dZ_eyUrPcDr7Ld_6JC>=xMQT)X-p)G1JPX4h?<xxQNgkFSoC8avzHPFVfEl%YcS
z#F2dOhpPtmybcdBzKg`Y7K<s8ifxxl0$>a~{s&_%S^+@_dgsEZvEA8;6OX~JxrMIW
zS$srCwB*P$Q~Ga#1+@6RaxDshobf-?`2)Z&KUnNbr~_}SAq%sH_UxxM?~9*$nO+qe
zLQJ6y-d*`Nk8W)~JGTE82?c@KDb>f%lXy&SwR{{Ey?pPhX@E8_N?RAnDQG;;bvQv^
zD)*r%7|uif>4&_nuL?AMk<7e?Yd+%zqk6$49WOTT=CczZK7VTru(PSr`iBPkIZYkD
z_^p(ME;z0sGbva0d^}6DGx0}hjH&!l3efJ`{_T17ivN)Y_!{qHNAr-PAwi%sIo;q_
z3E{4mT}Edb<B$L*+rY-_7+9a`a}Ac9awF%-JPZF9)CKfCqIwhGs1i$N<K?H>w-TLL
z)Z0$mpVS{2cHjd##}ncr#ObE@gO7B=e(#?2Z((`xyLPnH8eACp-q+t>2WStn5_(o@
zvlYB|VbI&Vki$1K53D!up#km>+ORLUih9lX&(Yl?@gtUtz#JBj1;T!9sn;Izl0n0n
z*hDSL^(>gJEEbfo**W(Q1OhFW##6)tE0>7X%M!|`Gg%<d`bX(N?@o*yW>4uhRYD#`
zRg(;Ty6A7|vtIle`QCGqzXS8|wt;_#hKA-rjLRCC999|l2o@RliyNdRFeKb2(SIx#
zH|k(N%Xu>yHKlMIDXAK7W>Im2S|xi2GjyPEB>Yim=lo0@-fRkq<<&`J_)f#gDwD+9
zy)oM9t_C`2n%dR3;u`V!K^(KnnMsw(aEX<OPIWP<o=kV2q0SOhsC6RgMUb~B3i=4S
z!!-1dxBnBgKpdE7;c7#=l$A98FXS0(!`J_830p6eM>q^J1-1)lY+^YRHApi6jmcqy
z*5lr9m<~yauK3ikNDQ_+SpkwAivzp}FTa?Ri7L>#tan`SJF~?)+8a3ZHY0u(uV4L1
z^*<T5_;-f2C~kD)E%(bWv;&KLlP7eU24~#+E43L~D{Hn{r7b-Bz%YIp6gHTT<kDqU
z9!Wx<;{%oE_IsB0N6b|Ij+vBVNwJhaOQ2trty|=C6$`|ed$E!5zXv(Re>?AHX0yis
zn^3_Rg7F)I+{)oTr~aRV|9s`3LUg@`dZ*0<>J|@mpd|0~6z86bb%C5Tw!PFJjRL{5
zL#+jxwy6mVV%qbz{CF%eA*s#@>gppy@*p{_IQ4F<-`DneC6^k8@@@0%A-juigEey9
z*xbobm&0&8wm0T8iYc=4F&>_yL>94lY=@GX<$pUdv9h=!EJufEng_!dn$}ib7xF)+
z)T>;lE)YBHCRw;j|MNRu#r^g%SRTxiO}=_=u~ZZVCR@j?{L=R7N$z+e<da*%4M$2z
zw|tFi9fIKTTHhjhYmA1wCkKk(Wz1e*8iE}TYD&V~C~>D^Y$c9+8}}4S{hu|lEqQ??
z+$$&67xn8wYMDv<t`>eA6V+<9wo=bRzRc5VoOj%yt8A}OtGX`9W(P7Mjh_=Q{U(<Q
zrShd9`5Olvu-S<1{r-7C!06vAB&Dd|jo#u{3+Hu}Y2LrXS1HV@nNK~P9%}XGppvF)
zxlAuKc@(c%r@zZGtD3f;bFK{x_fu8dE7-I=$iK|-@saud(YxJiLgm8Me}(s<+0b1R
zmu*C@>`WuF*HV-u#nu$X$f@!Dtg*EE^ot>mEx;I9uy!2!ELb!9kWK{(XHQzvw2|7%
z7&I)u_BZ>{e`%`D>I!;Y)R28!jO13MAwJmapC?6vnpP`iknx8B9o#HGmm=V1+0v^S
z%1q0KUP&M9O|0<RvVDEVap1yIQayD*`>QQ%%>2amsGB;A{}lA0=v7iWhdV8TQmLf*
zq=ZHTF24%&#NOy~uc|FjA#{rdWrEB=V=@{@wi_mP_+d{nR0bpu6I2tWH<Q=NHgH=~
zXC|bHO--@f86Xb0nK{-=;147y6L_}bp+7xa@$|iB=0&C=mD<_8!EQ}50SAg{iO&tz
zbA()gENc<kXnT9~{adhB3N~$Q>2b6FmsH2yIq(0m_tsHSwe8!mAc~5FAQ*HjDczwo
z2uOE#!_YZm(4ErK-Q6h707G|oBb@`^mf^l1pY^@#UGMt-`hDy5A01|{eZ?8ad7j60
z?Y&Wa>7*UEomQV*&BOA+PK7pOT_D{TuRA$v78Cf~eys;fEv@Ps8Y<eo7bk!8!SQlq
zzzKK20@tSYS+-Q9nu+y>d=8e&%|lD!@x&f}=cc9=dL`wxQXG`OTH9J%rD7$g6Ea->
zCY^A5i?giP%;N<fe?P7`Ltp>z<0~nCGasry20U5;pz=AxSU-yngH)pQ<zvuysnj*%
zh1Qa!hrV-|_pjwrH+U#L$Gs<sf-n+e*t+!MCdEUW{cD_m<UpMzv4Mw}NgQ%|1MzTO
z@CaRex<qh2iW<B92`%tUsmM^9p3r7?K8#WPBEjb-X9bUXYrSF{Aj1le@$sB--o9Z%
z_=aiUt6$8-7^e_A+q=-q%OH92C8Jzhf-HbCH|MQY))rs?1UOPT1$U!R^n$z>j4}Q3
zTc5#2Dwf#<y|kpMo+fO6b|(wx?*IC3yDwU)JJ#6V!u5Ki$is=PnVbs7>2Gu7dgHIK
z{!PDgKi+t=+C9ky)~9c^G@4pauwHV;8KG;6PikHcT+hzH+RE%#PzVYO$_{je9cQP8
zHMghOl&E|BhwCSXcgoh&w!1~Sn5N4TA~P%)BQ324#7}0#CY_77XEdh849jwQUbXgl
zg@my`Bu=|qhJY!08pn_M{v%n&!!O_;7<gCry!nfKQQH|D&@Q-EpHDtFc4b2Li77PT
zXm5u)_a3+<V)-T|f=62H`MkPN$lR|AQU))m4D5p{a3_|sMX(YEz;><JxGtIbEH*^7
zB0sZAN1)OZ;$26MG3jeV$@JxMS>k~N(}!q$ziQ$!`{g+)bR#33W$V#054(Wqy%ayg
zkRipkHSj5R?IQ4HeIw0KloFNgU_keBslKDwt|*PJ|CGh9Wp`J&M8R74XcT?G6`Ql7
zs+;ywei&0w+g_w;gdOi%jqzc$*luE*Zg$qVlBPi+&)&%d4Ts}T>pm6e+&u_o7=^7!
zj1`^s?D_OAtbkZ?c~i^H?Qr3{8>*z;@|FwrRgxpbQ`y>a@xwlQTcIVF-s4q}``5B;
z1VVRlNfWukz3(qy9QfWrd_eT^4&rM%jBC9BQYIwXOB?0p1@FkoAe1)c+7x%m#Fl&L
z3PQn<g~dCc6Fo;Za-;XDa!bU68ng3rY^<ar8_mfVs&EMDpK)G0#1cdYdK51%l5%Z3
z@2>48jEi`Trkxa;Y`W5PyZVVPn6IaZyS%3JJu0Zty?ecaoy7O_8+&O_Y~)Brx<cei
zS+jQqz5Z3u^i>V4h6^Y9#kf$w0~zUt_d4&+zm&(fEI&HhRLqevJ}nt48^ppFenHSc
zV-o{NDKid97gb?&BB#(#x^_|62$HWti-d~G#zrt$dmS{nArfd4kVEf&pmp`iwzG_$
z#rjwJuE*}@x`yIxZ(GlavL0y*jyJgV!<UgTdiv6x_AU#`&wS~HZ+r!E@ho!KikSoV
zB4P(K`nk`L5s)zW?;s$te){;L_<?iFJ=UL0#TE7;<;&7LWx|y2zhWn~Kl>Gw;L@q8
z$g`AmD7l%62MjKE{>WR;{$78}#!&WZ{s0!4O}l#EtXBHbk72INhLlr1g)>If{Mmyy
z>?5>hv{A#;kuAx^y(MMhO0#MD11i?<85_4X9!RXLlK#k+z=?~;6J@XNrX4a7X<LoP
z---Fi*gr$^Lqo;Aj>*#Ge3Ef+dz~k+r&+uSoH_maD~D5-l}Gx^Y%C$DN?L{hspf3a
z<^e6vYw42?bJ3(u1<e6^_n`UjS_@N)yV%Z872;4&4imc;9A+0-h`E4!8nUfm+r@2(
z{7tT#s>>CPrxiH1>w6P%4(;#X^nsTn;x9-12~p2i0~jULkFB)$tlM`RZ8tYEYiGp@
z`@9(2H2o)}dZ|8R8dK6cy^Eu}h=?7^D6W_Tgm@!KSq&lr8Ebtn{v1B^O@*tXhS0Lc
z&G;5YUn@N-mD%L@mT*dmlzz`VWZ4GN8Ui0OcC~Fy4~}5ve0lJqWn5@vUYHJ&OAh##
z|7fa&QHS*E#_sb@quPxWw&}3hXN1|$A=K+cb{4bq#^<|Wr;dq3d;c$AIQPp;4BFII
zz%Rb4WDA$HMphVK|Lmfi@Z_D{PUMw?veW-iH4w`@ROkc+QL`h_;|*j)z9`JEMcG+P
z-^w4u;yFqn1Zr5hpvHO@=o({O?P%TN>~;0tCK%S*$c#qA<PJ6Fnh!Bh(Ep^ikjKLz
z7FPg@qu}v&6N0bWQy$yril>c_;$hl`?JxakHN?Q`A{@((taluuE}c|+`<gDiuT{1-
zx6-Uk2M8}r@m}#J*$tCRIfPG2N_bC)MTkA4@Q75HEtkM4)DQbcw62Uwg^<Kor9U?N
zh{aFz=<|<sVkOasuOJ1LNp@U|xi23()z741?;VAErmJj5f5BE!20y$Q==RRdRa0$T
zZ!js#Ml+U*qq9Ki{S5{HBJg)T{Pr{`L{gq;nc&W&fLoNffr?E!etv_3rW&?a_kMfA
zjS_)>JR`8)uu&0LM!4R2^#%?qH_ad9)!qq>s7BnJ`Tq2e<_Ji#QcY7?U#4Vt5R{`4
zAuEs*#93`(U;Ed1Y`0SS-M4nnJ)g90Y~_Rd@9S}S_m4Yjb|k0wEK-$nKGRqk(=a`M
zNU!?(Llm{TrOMB<??y%Gzs&RNOERr=I8KTh8ynJRG{<Fkr2_5}I*X7mk8`&tw7~L|
zsE}8m{AcRQ1_-vPm>{*~74hP&;W>Fny+S?)lGvo(@?DnWnXs-Zlml{M$Yp0@ywXXB
zW_Lx;SqW{4VrO;seMn|oh5AHhgHm)nnzMRweOn1%R*dKvn{(PuTGX&vb$V1-g(VN2
zT%>JdSr;1QUSlytn&X9quwCXka#?+oN0j@ag8${jVt*IgD*m={UA=y*OFm8AKN1Dj
zuWW%p^4j*EVr{)F#dT3*>1o*)RZI-j^P>-tS2c`I*5T<h92RbI4))BE%v#-?=93Zb
z$z%O)s*^Y>ntBTNKsx@m+)Mb838{lg^oPCK2OEO@wm6e3Q*oBN8mmH`my23jjJmw*
zpTi3|UgZ0q53i7>=1<F=^R|a2>+kc^cjzCyuAa_9`j~Tl2pMsIfe#V^s|8NU^s;ey
zJ!=nj@jU&H82PnX?sW%>cUZ7YQVH!VMqcGmk&-~B6;?LX%KCq8FOaVD(F_WtJJ}N)
zkBoU}hCfF=nqVp!D6<yRoS%na`UfHp?|I2#a%wn=aFw^^NOz0|J=v~FULYM9r7#H-
z=H7T=ObD`|p&R7d+6bIH8ZR|3lwWhV3zf+{XgLlpTia5(P*_c9CDx>&MEgU6Z?ry&
zcBvyAsJ%)D)$P_*UB9rf*0vD4aMyZOy=9wNN2pA-K^fMITw^)_mJen3>eKi}x+fzv
z9~qZl$xX^jTHhjv+0YvP`tHDyLxV=m%)4iNqTz>aT=c208Fo-mE0-ILLzDcvL;~H?
z%-)MTHS^?BB@X0|j1h?~j;cVlOJPj3xwL0&)1_iU%hZ3kMJ}<nrTja~+<xKL5t*6u
z0fNkoFN?<K(I^}~uG?3sDG}AH^0ENOE<8L;)G3mq>}v35uZo|T8Z;;n3t(IX8<Mwu
z$YG=!Y<Wor*jH?29%yi89$7P54zXEWg!?d@!?GUDXx+i$%~IN9uZU>Q=_2as4wVbH
z)V6Pf8PNv3c)#o;lUPmXnOCx3@csHH3jiFpDd!=ESPXTMDQYC=i<>lHAe=l|vcG{s
z+Wd!rea<O|S>7O3F>h%n%z)U)!6caSWy3x1NqzaWyxFm&Xi}YN*w><+e!;k@lw^0|
z1xA%wy<ID{BW}{wSt&^Gj##%Am!f)Dr-D-5HLwjY;OWaWnWti6A-sTWIXXT)p-UQ5
zxLR2r%oM~h9<mDukl&D$O92<x$cOCcJweCz&IH9trkJ)GLQSKu-IIQFl~o_&to!&_
z)(I`xW3Jv68~x<t$u@4x5<g<iJq&%}8b58D7_Ka~63Vk*lSWTNxmd#YJm$cKN}ng>
znO|T!cU#Ur`GE(tc}}^~E+rC(zvl1s5)4ct3mQ7Bzc-f7eT!JCV4G2R_E1WrWNc~a
zqsPE(`t)*Exkm?9@HCEJXXAgS`XI012JmtxRbPK|Wq&@vnK-mA2UW8@xF2Rpq@j(8
z+B(zUBpD3RrCgrV7i+Yc52%$?ThMGIvo)I+rRkN01=d=$ok`E+e;XKuD#1P%3mq+I
z+8#Luyf>`f2#8?(oM%PGszr<GBKk~4_Tm@zzZk3?h;-wDfw8p9mZWkujMVLzql>3q
zRNV1(d{_Y;SN#ZuRutbNm=}P=<l-=~ytT1g>OAelVz1h{b@jm6%{P2{$l6#Hq#VY$
z{;q)p9twVAe~}@gpzO+{Je6h}(ti;j7<cRq;)*c&QiTq|W2#So1_?6?elj3P#IoSA
zz54_8fqMXN^oYCi<2%V8BKtoWAfP-?lsyaSGjX*ZS)FmZi;AAs!&m-N>#dJm?yEh5
zj!aOyo)ffmy`D^G!OO4vu)kd2qClvSURYB+qUl<1&m9$Z_m7z;GT#7eV%f3A?0(jd
z?434EuoExy)OqJ1;Y8w0_<?B#UdOSH<TR7&_)5l0nj~RItZ<FanJiyRN+7o%PgymP
zD|JxfzIvI>^?IF23qo5SQD!d!MUPyCbdv58@>O-}PR4T;>}pYPNwDoog&(wEDOI@P
zM5CLq9R@it&jeYhRy6QV;s2|=I|u?d@sRb>)}VC!%Cb{Jib9EdYnO)C;*0iY4+T^y
zb_qPmd+C^j3OLN_RHg(8k0Ip0F+QV}gJ3@>YPTqZPirkfZrN?Mp&oRlK5eb7TV$6z
zT=80sG4vp~jwj4WO4v-6GWPKM(WbkR@F$nmGBQQj-HW8+p^EpN#YmQzg_6D5R~0Wi
zRT#}dkIl&EzWzs}O;|)X3dQP6%T@cr<+!soR!qvk7+wfs^iWb*FU(;iDVfqRDB!ia
z%&h(agBs5ClhQBh7xIu&=Qp#Xp=$*>*uVZPl32d9dh}wId?@T!PLaNR0~$7Au|;q6
zPEp#EU}5nyw<UYA1!JT5lvaa+hqT`hDiy{OJBL2kc4Q4Y>t2Yc+8yV?at@?qeV#%5
z{?z8k`y0`X<js%l2`9N9tLUmzXz6{e-mQC;91@_EM{Cl!JD3qb>mv63Fz*STkaR7I
zEg5glt2$8WQIt`OQT&l(LO9<2I#urUMiM2*O!v!8ucDVVr=F~I{Z6X}%;ddf;WGZT
ziWY0B+p8@7L2nE`c(EkDdJ*Dlrs3Sal<DP=PuSzs<8nW4JIO@FqO);5QG>nbzcAr5
zJPGRiV&(ziC;FAE1?zgyv&7%f<~L`;o+>09R}zQ6GdG~~Nn(NVVMdzm_UUnO`KhR3
zV7<Z~e`G`c%T676-&TVIm@~%<t06vl0Q1Wj0_&U6>*z9(K1K%lj^&e|)=bV!e~Y9%
zQ&;&0P}KR6?N0QE(L#j}kli$vGnXkl`>I2DiP_NpOn$iF$xm&R+9+27kL!pJWQnMn
zNN2fX@spjrSchC$VJA~eQJWV*G-~VJf)J+KvUaS%#!t-_jOQ|5L|r7rpzU-AcO8sQ
zjiV%w@f!M63r&Sy*g(xmW&Sz-KcL@m;U+i$)GUSfVI^a!xgS=dmm!yoV%JUEoV9A3
zDiAlG#(ej9n*fQ&9G?H$T+s*|bL=nj2Vo?k9oNHJpd#5P`t#@ET=^*V^2zIBNmfm-
z?>?=a*5nv*8I(_ViBmZ5*tu6$Q104mi%D%C&|$Oo)71o1xSFRlv}i!%JL=oZf&5m-
z-__RZJb1Nb+t;<RW9q1siT@%=%c05$u}jd^AIZ_+$QNduoXnX&x+Py8rF>tkYfr`u
z7UEs(|B`_IUmWqIe0yVfiC<VX;uxp;w6t95$3MR(sr24~V4{*Y;HGiC4~Ae$C(^73
z8?v*>T)eH>3;zNNit1c*9-gh5G>pGqn)b{7di1Msn+p%J8dCmxf;6*`P&Yn09sil%
z%ZEJb3{mQ$&HrUd**BJCHsO>FF7*ySG5QqR7l8Te-0)N9k@MPt7<6JP%-OUwydhf*
zENeO*uZk&6uWC+~lBrJNoo06C_pf|EHl08Eh8r0&d0s)`DDo#r%ReOwV^ku-PD1GV
z@64b22D~>XWB&`ckYr_k=UATdZueg?{gL84$SeF<E%UHC-^$GLTdnt@0v_9Y`zs`B
z%)`gWCp@Bg>=v<EKN$YGAcX8U!0=<zYY~d@S0s6~fg0S;Z3<xbM@2jOWSuHTG{><}
z@P1xhokzL28c5W0*&MZt%*cp2vqEhsZ5+2Et%%hs{(*jeyV9-5LEaVmAE7~E8toEH
zrj#kJNZf|Jxo#?=4kx|6JN~m@Sp(I`2-8L5D4xarlWAxd+{`#;k`qi)oed8QG$gY3
z4?MK12kNN+9(pJt0>6jx7VkIlIde$fe%T6B{DoV484=!ZXl|8pj;z1A5s+j+=srvW
zoaxeCR%=l4>N;57|4&$G;IxtJSj;J1rrjE;cN5FFP%q%!-EWL>XRY2oyd<olfB4mm
zgqS^DQYi{NFk!bGwvTcvro0q*ZZRg0%eeWwAULFyHdB*AKgYTX&?+b?5r`=!w;QPF
zGi4{!TZ*bBIh!K23Z9~-OtrT`3+*4-d0p>qmX|{WJNt?3@|Ge_dYsiDxQk%;pZvaa
zoc4+Ux7uhbedbK^{DS1iviKDXiwkqj^?0`+-S{1;7~j$Lm4?TAQzw?=`IG*_n8FZT
zwEKt?nl`4FeyuDjmlkx-B^yr<FE9Npo|&A_nz(`|W8*!lcgsxVmxIj*m(4l6Z!IvJ
z{KlHHhtD@vRR0q~imwvXzN!`u&O9qEJZZgv5I7@CRH`l4)s=ee&tJ_7-KAz>@7F#X
zVz+V~*)dPL+<1u!4<d<qqE2Vu^y}v3Y3Me~cYB;tXV%CzOO3`gvqLbp<LU^UH5k!K
zvt3uHu|)3YLZ1&u(^XGBqt$wfDt3--_Vl=X;`)0!xZh(>&>*kT+%T<nj>Vt&S7$Bu
zqKjSjeRs@l@ydjF=+$@Kj#8rR`@K70=&AJiD)^vM8dlr5nW$i7iF2801sj*HyapZ!
zi_dWiy@n-q6$HH`2Qv@DF1Bac2Cm1!7wwQ{@iJlRvV=V|{XEH?Nmk5V%{0kqFu=(T
z8i)Tvzg2Wv-HoDOU-RdQ-P_@!7hfXzeAi53V)p{a-kvA^Fu=hcT;be*$+&)}%dJ-U
zKBre*YWc1j(`*6w)v`QncruSsx2V*Wd#?T@9ro?Z-ROzvO=3SqD!aYU%%opJp>+Wn
zEn?cq^Q;epmfU2VnW^?FheaP+RT(L?%GC_V?g<Av3>G?nRn1e4H@<L|<fc*C39GfI
zBvTQaiFOoen?SiDYWFU6Rm=+wD072QB{=p3U8$iyW9D4%K*`F{Lb(%csJ?gaU2J#l
z$RUtn_wvFLllP7{jb@~yyKVDP0eZ&fL*g-tK<R;PLq^K=!H}cJ6h-zb1$zCF66mVX
zL7zpv!ER_j7LTxjk&Z)D-GOLuXRV6G85(&s0X~hJW$WlHH0FY39Bfz2f`M?|vN4ze
z;ZCP0&(`Usyp^H(otxk`c_+B#rTmXUYhe`4GX7@#_m?QVF1sIwssHx`a5`$|pw@&c
z7IKLzSpcUQ>@qDsO&uJq;wOcFE?euHGqlz(x%=yGA>{QF$#gvum+TQ4mf=ln@xu7S
zXvyAne7z03W;)s|--g+&{tL)E3+Hr3ww?}kUI~Zj!=M(DijL{yowhvg>Lov3XN$9+
zYv6FB^j2iy87huNV?3>FVX@WE1^&X|n8O_tnkc_m_hp6S2`q47Pna#`W8{RR$C^cM
zBqofG5zebaA}4qQq{mxv*JYEYlU9|xd>$T(g~siBY>DT=gsq4*gV&d%voo=j3XlGw
zhFu^CVh6((MgjBc1%)B38ix_F!x_cM-~P#}MD0CK2{rIyh(k7@%@dJ)c~cJRZ`vlX
zx6Ss+=$x{sT-0$0k)IzvE>qO1k5E#HQ~+H{S||j%Vj8@+6K}Dh<<+FKyV_>vp~Hpg
zwzrEoOdQPg&vKOpUlxe%Y7LH@D1SS78rm{GAQX8htB$#;VNd(`GA>EU?dpT}LN}|K
zqH0`}qC)H-8sS7k$QhTz#pdzmj<UL;{xb#=L7p?luMgL;MnIU+)I)`8*}}>55ZOT~
zX}jkJPNyX;1_N3Y36_{XEb<y=xeZjj+d;Sqw3UYC7|hI5Q%>)9uedC82{oR#zj~_+
ziwRHv>TS+C>AidXF7ad$U-e|6T%eG<oCD(1zm!Y5c$TTz6{m0)S?he~gtuc8H_nCq
zS(fDF<xte!erD>*gvVDA4L`}y@<C<U8AOF^a;A!LFJt!qDW`Gyn*x--a4#U@&V?#3
zQgux1Q#z`qVrBgFgD#>twM*6O)8-QFOP^;P$pp2rx4m}%+FV@o$ynEZW9UF}{b5*@
z9^Kk*;lTOaMuMD{%vEuYTa4GpuJd!e&8Tu5$i|NNLZ7mcifVeUl`P{r4Le25>~R}q
zn9wJ=Xc|@yju2~5j9S)UPym#kYl;cMAf;aDQ*Ft)lhM?`VWmOF<e=-zIPb`h*HX1|
zk8FQ^n7tHdk)`xYEESdX7Ord18C_MQkxkqQ9S`9R&#g<-I>&2%+t^awK1;p-Du)$!
zXPqaqb-SU}?A>|6c4V>t5r8w?IgRd<T5cDE)DwHr-q&vv=fK?s1TSzc>0ru1v(%A4
zPY2kpm;WV>$*$nUG3I7T*7g#z!3V_crF+uGg9b^m;S<co9PGmIq{K4<$4BJpZ(AHd
zZ|20|1<K#;T~5kkg@ws);v<f)DEF2+!#q;6N(e;Hg4SG!!sg7&UC)-eb+P4sm(s$D
zCE{LB*0QgD&}#<MB@pu^<TmP&C2i;U&)7+LXt|~7(iEnB?kjiqPF-)jo+maN9Hqs?
z+~^ntIA5!nYlEkT=`TBRlqOPODAY;D$medAuIKN07VD7Afa8t>O5_j@y3IG!p>d}H
zRxYbe-*|NoCX%(f&e*P3!3-WSa67)Rw~|$BBEUaivTrvhfM^zR^`=dW&v7j%wG33S
zW9FjR&7`FUGIA#}iWUE)#m^m|U4J9{?SSDb9uJvUeyUaxr#@OHS|`tKfw-=prRf(J
z!t=bXT$}HwZUYL@?BkM_Y_#|e60#H;-%b@2-ACzE>cYfyKc(rhWFfg-&4uZJsfS*X
z45QzV_EIM%|4vgo<1w(UZ*uWnvAGB{M9ExprjE67YnhKmEHB~1XM{qwqQfW%1wlc9
zr3ozKBBMW}W}a|11HyWb^0tZ~IzoE?NTh>;D#S(l4*As}&NuuVm#fKZVS?GD`m>cr
zJgc+8w(rOP6#Gpz4>3Lf{E{VVXW$bj8Uz));<T)+va+(QSB)Dv72YrZ$gazu-7w1K
zR&RHF{*$)eLCmJRNfm(&g9ySu>Sv@8O?VmDa8GV8sN`(FzA5a8OSYII;>91Wn2>%G
z%5PF7S)B-gs<@=URnF0EaxIdI27>z%@>uw%zamn^@}p?AC~Mxe7v`_I)yxXF)(0yj
zMl^N6V0Vf7`jYgSgy+b-`$6JerOrWIz85OE(f>uE#iHEg)v;`ISndKW?8DPzo6-S3
zE32;Cu7UNHX=^(_-F*8Q!6lTd!#pL=N-b;~%>DBeOe}ML>}MC#MjvPI4wGjJ5Ga`!
z7H^@OQeYlS5@d5_8yu-xW~Zm+s|7>km#2Umc$z^!thV;$q=e(1OlMyqSkM>!n{<}#
z_c)7iy|kiNDb}P$`Hx5ukQCK!a`j=$!iY}3-|PZyaukx_XAhnsM!$l`1XKFij#9X@
z85;PK<UP+y(I#09v|c$dCyi7HMU5&ec&d*r;GsK<7_6=xuA<bJ+%4ghIgD?u;5f;c
zbRBh;VZ1&ajSl!GeLlBjCMCR?;!%FqVQh91(Eu&he-*>shr&4SCT___h46iY4_0EY
zCG0)bKdVUU7;zvOG~a5Irb)#62Y0J12`^52D#SzU6w(`Wx_ml7j*->pI2O!qwWp%z
z=#aw?uQe0A>scz2M#+Q)>W>5Rm}%9+lzztn-Nm=|b@LHlq(-OvrSgk6u=dOK1Zyp`
zPJIr`#bN=%!R7vhw>qvr<PfdaWzoU?m}Zh1+l5d=e`uY%7)DCV={n*u>}+HMkPW{7
zgvH-<clWd3)lt(Wj(9fSE*Jd{SQr;iS#7{$_L(@{MLgv$a+Ke>Z`y%pLF^%+0$C8T
z-Ln-@H+dPSWy4Kcs1H<>elOyS)t-LWN4xq2tLTEtzE<=BviiMVh_QIU#k*#UYI@bB
z%#?i@Qo{9@;g~bl&>X)^yIdAl(ScL@5vDQo>-P{-i7Uwyb6J`Hs^&}|+*qAynarc*
zbrW{dCxHR?%^j*f`{HZ6;O~rJixx&nOFkdTO4526EtW-|VA);?Hvgg;W2Ml6(Q=il
z;>!?`6VSz6eBT!$pT0tyJ5}a*>N&a`(Nr`5JV#DHNUgA0rA7nyF~{rA#LMZx{<b(9
zXoPn*i(#c~-5>`2hGPg+We;>VZ9{kalRGqp*YT<X=~8Vs#KNJznDK970ZZ-IhXg8*
z-j|zY;(1VW5Ll%nMq^^p*URe1JnIYW*PCp|tIMLwj$q<ESLS|-N@L@s(5m+%Cu0|r
ziagMcv&zAeQdi7_(ID(-eb6xW?zQY6`9tWb=cK(uWyP52%I2BH_F{nEd)6hcf2z&j
zJok;ba#-Xy47mHJZ9tjB$L}+Wcf3bchz}}KAhdKt6nKZylIJ40QW=dOwqkxsOH)nI
z=g8LgP`T^35g47suaYT-IqL`4(XFFEI;*zOg;(klAE}@(ebv=_9SlV4&N?{9kYH?J
z??@i^Pp}37Q5}fZ<kj1Oj>G>%>+ea2jwX&Arul^XEqaw-b@%E2ohrb7Q{Rwp8x@L=
zRtV6%%7Q5E&xa01rs_P?UWz{ZCMZzs$ZS2hSTZKY!LBl3rOv)+IT%$nO5Zu9%8uz@
zdb3k%a~1ALopE?{pm42iF5`Z-t`5T|4IeMyBu(!o+QjwkQS$#nFd!5)#QV=KB><Yr
zq;L;RHI%5H?1(7n?ka9MVs9vUgig5&MItQ$+cj;*J)|HHJf(CW<gGWd*rP8E=UsPK
zbF<XkJ98t@TF_@>!HbQ;i%NT66H@q35CFhDF9uFyj95=S_ye7hSOab<aEouqpZ#w4
zB5$C-DHgsjVTjru_y<JrYd6Eq-plz-)`LGp_QwFyD}g%|j=27ld@-%5@_)>MJLZPH
zKGv_;pNQB9trQtaibnlDy5cZ(?>|!lDC-;H0|PYFkeFKM)E18tYDVOYHn1%Qz8pvI
zp0$@jEX&i<H-s$-jE9*Y;?f5<zN)3%@Xwht1#WPnE%=3{@b1y)e*;)Z*UhL=UC^Iw
z)UIQ*DsJcDndLp-kzuBnFAaXpQApI=s`hqEKGvk;rN-r79XE{?FOa17HPkOPF`#(b
z$m;P_W!{aub(A1K{%k+Gi_WC0djLPZe0p%f=x9PL(tlgY?L1=`vf8ThFHwbnL?Cg4
z`|YM*o>q%0oag2Q_|P~i#pFWcly@duMFzmiQGHA}*)FXcYf>{<=b?_j4!PDb=Ztr+
zLxGo)PMfJ-Pf$X)I%gF?TSES~wAGjhYCz&NEIU4eOHmE2b9%Ga5!}!kcII+5&B3xZ
zz`1g4NqhK8^-GociYl=}dgkfUl@U!$;j$v(>C_dI#4(>%n6}MLp}if{CfWW>91L}q
z!4!e=!E^*_Ss9tuUeswrn53efRZt#bn>x<_$wx23xvRyB=5UW`cOLm-p8Cv+G+2X`
zn9}G!Ane2<zYOeK9&D?gs4Pgl%dFX&NZjEX#3E&}QaLfOGj8;92l7MAeRX5&SzC>0
zk4kax#7Its!+3IAGac`Pk>ONu2-1Zko2cWk;3PS)-!!0>dEcG1S9npmM1}X@?2PV0
z^R=^pf~({7y-x1M^q-!g$T_p*KSuils2liSE#c?8kH%iT+q?U4cgPpYs^$mr22OBb
zX-J7BDWg;`_E6<he_-TR+m_0E+5V?lR@}Ho@HB?>>DNRrCQKZFrD5Zm`a!;kxjTYA
z#=3ej^hGDof3f7dQPY}MIB^j0q=o=Z%IyQ-uu-O2!?m%ZVk|*w542JR3<l0G@ke+{
zgtgVbQ7s{DcKG!n>3;g-EwG|Lq-^oSrPEpWQJ8#%AZg2Zg&z>FMCqrUnqPNv&&tY_
z7S?rXx-RVIW15<r$YMWyo}QtlEWYHnoqXU}=ZlRNSjk2HAkvHvx;gZy3FQxm;Zway
z!$?9;<J0(RY!Zte|Ln5xo|!#_q5B`RI8&4p`%Fmu#(h<JUQ;)J;2G2bdfbJ<cOsbB
zPGBBdhQVLBS3OL6CN%g~_Ml%Q%~<1#rF_WNN{yEFHyM<E7N?-g)p0yQJ!vS*5E@*w
z8P9sszit!bP$#?MqOK_GKKkn0?#Am$YE^ZI%AGGWz7F~M=cZ;y!w&6%y-{kVE=UfQ
zN9U0s?-sMj3X*j>Naqk@o3-|as!sM7J&=Nhb0(kjmyA%Jq(3xrnR}1S=O*fJ&z$N_
zQq*us?Uc0%qq`(vm#n2QG*h2H@QQ3|G47NY@vE8tILfwt#6jyKntpCzt>>XB@+K>Q
zQ%#>)yRCxJy|J`UA(s|1kt5`ivrsmEe05ynu~j&eF`bpsWV7OKp{VMS*sqn5&j2b(
z<9mLnQArquq_H!8hRu}Js1Z*;ieoU$jCc7SEkOGX^9V)za+sJCFW#X<hx27UNj?td
zAy2A7fwwX7>*^?8W~%f^F^f^PT{4G6Snf5%2H_8Ult3c$xyi1lrl!cdaSy)GxMta-
z<_u;gR<5j|k|_?%+DoB;aT>3!-%Bv5yAJ?IVusf3EM5e5S8nb)3J)gbG;qlmw0_vP
ze6y1A)m>{P(&IP?_Fi-FOv6MZz$V}z6!*AUm{BEA3(Y*vw*B))NephiOKMMGD<K|L
zk-T~rk2!E~O9ylGBxGMc%5LMw+?V&JOpK$TnFx1*PrU2&D0DFj(aJ_ae{5DbsUtij
z@kx9CtjcL`VUbnzk!Ge8o4#TYZJz$AB-Qu(kss-G9-do)0@Gx$*SY+A=?Cc_B1dY!
zaUNP5HRM%PAUc2q5Qn(15|b01(fCydgvjlK<3S$H8zGPXW4;I){6CQg1uz+zk%I6z
z7~i}p3SEuO9|w~tWV?>W?#b25ZLRa*pVyoR+t|M7dUf!V7nVKp#34mrW_Lz!sg3+k
zvk67Sq!H~P^1RFN^bgVh(c;et_iups&$jE|Pk&|g*DU@z$zSmJjf816P1ndn)nA<+
z8CdGu+JOvoEPj8o(lvd=_J)n<4bksU4D3vAn3?|bJ^StV+}uR;?+q-C?2L)n-f#e4
z$`aAbJ6jtN(JM>qni}ZY5z))p>)PFXBW9sv1pJ_6qW`-!10xZ=sDX)*u^ka3D+dw1
zn5CTo$lA(W$Ijr99mpPNC}3r71(LJY(K8_WJq@5|IY}K`GvHEY_@D1g>})?6fCQ{8
ztgS2!EbWNciRgt*%z=J@|9^KRXrO1MZ}5nh_tEXToDjCBC4==9ULadzV&}?h<{)Dr
zdLmJk&N2Ps(3cmK5&VE5bWiI8NrUGT@{po6d7}sB%0;@ZpLlSO$=vSX<QX#f(gmE_
z;cu)cDoFP*$(=aRom?ggL9;h9rDhMfqHC_@f%o^Qr#`?S;{SLD0TJo{^&!dCvygtX
zV$w1Wx;p7!y%@yR8_!{DZT%*$r=oF_;PwjsC#Mr7Br;PjoB2l2#QKY!T0OVj`V&@O
zn}c4i-GC{ZgB~`pfl5#1<9`MSY|>X@n{m?n;#a#<L;X&O%<p*%%F}epw!N1^Zfu%)
zKE^i9sBCV|Dm{<y-_FXD#Cp4YG-{NZghNoMplUVIb>W_$4@NpMV%yQE7I;vSO(>;m
zr)IOECXb%hpZIn)-)S)rh-b!qx-mNEk0-5yjf*eiTldrmmOtazFntoK)0cTC#4MdT
zNKco`6U^|>MPy%`n8<Vm1pPbEpO9HrFGo=*wY0NH{PM8_nmccj5r_ugimQki<6*Mk
zSEoi&kWih&lQZH4K@<PCb^K2Vvwhh3bukjOlt<dgEHQ5d{O)_5{u3=yRzWA92T!U=
zc+*v^bumub+utnUhd&pLQ=cy*hHJtBCBp8>JTZyjk~fyE(7LaBu`AUq`K^`&&Dj~0
zT3iX2kNk|k3*Kt3<3X9NkXv60H<@OYF-XV|ljk47VT4e}-%62R2@xcu6t;3Z3M)wH
z^8W6dJzgKI&+r9RJwm8npz7oP0{@d;Mw?VAf}l_--gsFGu5IngrXBU-i{b`}+kuTy
zwmPu4S@mv>p~>Lhk{<-q<aWjTh|%ZnaRy$1QS6qFYPuc`D``0|M@DOToM~}wCgr-A
zC|r-_G}3RjD%2Ngg4Kq#qK~2#Va^I*)schz^Tm?H$s9hK%@c@Ag+im+h*k7aoFdFc
z1<HNUJ(z#4kn2&MqeZisotb#<oa<4ML#cE$Xuwmf8O(QeDm}8<4skKBCvZRPC(Iuu
z4d&i&K5{vo_XZbf&T18UD<0J=x>qWoTMj#_9yQ%XZ^=KM7^<w?P*XeVF=(AOu+A=A
z?M?8vV$ssGwztndi@TT<DX}j~nl3KSgYFpPXx^ud!}3y#La#{U!)@bj$tuTfZyu)O
zDQj>ws~kCT-d2pipFRQ&8p>Zu^Lv|p6u$FCEw^nEOn=1GwO1AlvJarVoV1*LUihTU
z@@etAO3(4BskUI(ij!BYj5||fy@BrZY|`9f70|4emdWSp$A=BqU7NW1HTxp7jTa%T
zL5<bb^-CeXT)0UV^{l&XI1!Ss<A%31UYK7y7TdVAbe7rNZ{w)8>1xATKWEz1TRy9R
z;o(6$Wj3LM(k<a98@`vF!*UmUjXiQ6+}9$l>Du-x>{pf5>SYDQ((NqdIqF)mC{opT
zBK>7HHxA9!3%erCHa{J!R}YlaxkICKb=+v9+ehvlI4RSmE~nIZq`T|b-}5L|4_(}B
zD|fL+1)JC_@Lf5!AMq``UHX#s;PDgOiE3TmB$4=6Ns~0y3u|j@azeK@B>Etp56rtS
zaNyW3Uf`p(hTqs;yX4oZ8~RNc<<=?Z2Aw!kI<cQnE<IXBf`4Z{j7Y8|Smx6hPN$^K
zl8SumWyIFw>NZYJ5BzR@G~`Lu)&&tr$V&ztejNrP=<DF^$ZO(6SB}BcNt1^zLP|ro
zj*<E-gj%?<6-V@@k(4BV0XvH+pU+Ky0h&##|C=AbFZu1e7B4_QnO`?ZCQahOIJ7-)
z9PvA~X8}lv4C{8u0m?+-JWGC0lI}za-;Bcfbd5}j>^jlJ+uMTb*3~{DD#cPCpVjK!
zRc{a=fqOsa(-3OT7G~_5rDUn|7i3)`6}jD9(3kvCy`MNE`vztCmjPE_ru?`J9NPPM
z#}f_kN;C#Z_~=x?`l$F2Xp(MLWcP|l$<D_FJ}7YSn!3!{L+vy8qy-SFQv}}2J-O+l
z3+SUu`VNHhW+wQLI<WC|W8qSkrz295_drzUy_we92mXRJj6r#LA0VKQeXOSahrh!N
zzc(-~?{69K)kLCnU`GNXkiHec|Cptzn-s9KvwwrG+T1A}H)o8AAXTBkiE-xSHiyds
zc-hI*jwMgvdBC8h!FBn9=W`UCWH(B9gMm=3ON2ZB=0*!m50C&Qo2QW9gji3{2OZdV
z#~*mVy;-j?5s^}WHWsbtjT#;c@)tbs5N3Z2?*<X*1}V<?;f)Nni4Z}p{H#B9;N3g{
zx*;7Clz?OG-6tW`_e-9j!67_=AL!->g(~8WCZ79zRA&eYw0;in1_|iq0c$@dd~W=}
z+&s;{G{d_g1>%Hok#7{-%<hvADLvLF#k&vh#uMn~lVlmv|BxjTg;N8s_*7Z9<K%&B
z$(A)vk|G=gX4YSMfe;OsHUc6S5~DMJ!5G4t+RgGm@{<xNF+aVHg-wZoFcLo!NZsh-
z0W)Bi0y^-;KiGOrq_p*LZT|oE%MzCSnwy)uxqHxA;6{QZ{5qubu77Jvo;zm(0UloW
z>OmDpTn|OKST)~E#)AONz7%+l=P67Sj=bdO1%XQ!V~n^@tl$@K2b#_--1UzD8$Q}9
zkGuhG&jtWm8ou_xabN>5=#6nRYIwfm4q${kN*o-kh5!u?m5wTk-*kJ96GDBC!^#K8
zLJ<H9jSBN4ZoKJ`mPqN4*4*R9U_S%{pa#`cdkse?H2|H|#x8G^`<(zlr^NaS*_(!a
zl>mZP7M;PNiU%+W9#@NWctb0op_R@798O&T*Ks+X5QjIM1scx&T!G`_--Z3(qA~0A
zYF*a2p4Ee2zCZLCUw`oS_KtDhkST}T(uYib3UnGA|4&Q_Qp<jvP^?^v8+3VrP)(AW
z=6z$O7#)BYydb|#)%k__3p!q{-zMjbfKdsH-KH!dfJ-onyWIL#z(@5^nE?T~Yv}`~
z7!Y<_ixC0-p&xO0ThRR->aPHA!0WGB{Qt?Xtc9v|8DqK)OM%UErgkFBC_<o|`4&TI
z%l!`kKnvm6Qo>)oa8TPH6n}#z@t^o9l<@HJBT2`Zl=MBKZZSc73P^OSPDVH2S)U1z
zw`XQ=8^LpW8x-bhUCxBW)9RknJ8f0>@`B*Nv?e}xd3I3Cx4w72S?G9F+I@>Q0cvxB
zY%^mC)H7}eJvJ!H_%|Vys4ucf&8ohfOQ{ZaJgEVrIk-ijMI5Kq1V@KeKgU^j$0<Zb
z5jbYqk^h=;-QDiR-fg`0P~wAd!xOEhs(ZYrbDyWH7n;%e@G3tJ-^>vKQRAW8VZTVN
zZEHIr7>{og{7+?9Bu9kUOqt|X!lk5MWlcPBl?w+*AoIIN@<zSR$;Ppu%4uG=3?>5f
zq;2I1E*zaXhyltWorf*{FZMt!!Ud;%X3jlH|0_1}H$nKDO=RX^WB8X#1c*TRw|{bp
z3`}r}@BfHPWME)@^Dmjm!NB(DPwJ3f(7?e&&p-sE<NRMFBN3cr{Qt%wu10B$+EbVt
zV3Hv+ed8y&+fC-f|B*xDv2IY98fK)VN`*n~aB8iHQDyT9%wbkg>m&X53(c)u?ZWEg
z8Oq_9ukZTssD?_xPpwT6Sx%fk!h*_2&{oZ~N^i9T*B#t!ZnH!{4c0988i4mq&&6U_
z#j4oYgGX2-b^@Oe6=gRKONK!%OyYLFlK^@Wp4-P<^1B`h+B*_{h%uJZgx%gn4*N*E
z6Tv6^u_*|vD(zMEC12g5dc6)J5}nxG{-A+B*cRe?fC{{Dax}gv>aMoGCrAZsKA2Fo
z(os*0h{TFL#*9HntxI<mJ&+i;lMReATE+ho^_g^}1Pp6aO=GcPh5!Lk?WuASMszGw
z-1S*GPZ;bXBk+!=nJN*-;b>dSN+(EcIFJv#7^FV9GlPeKXokeP($tn$m6kQWgl=`(
zN!>HLHFK#pTLLU-``(JkVeD)^(oe6ZF*5ZEO;uR7grt(A>7=XcU8D!*Z?%s)wEVsf
zcaOPD=z~E=lyqfkQ{g?1my@iBNEO*lEA7X+k7&L$n_B9hm9*{_URF7$I$tbLPi2fa
z#NF|fz)<GhST%Vg?Gw2+raPB+tq0*V8_^qaXkgo%`RQnm^gx{naWiPo8L|7F4h|M%
zy_i?0;&3{hkojUyuG!=nj>B#&@rm#Qj4^rb`J$vSZE-IZd7672Q6xq^gsSJnT1g(q
zV`k<&lQFFt4ZVQOS*VMg@}P*?kH0VwWRxlQhOiLZ?pe{oeAZX#()+5=2QBlfw5)z>
z7E_s{C6g5V_!F@ot3--_X0I1tF`XBVobejZPG=d|tj}>A7<L8G3~g)u8zHH7$7cc|
zh*;TEGF;si-C5<!Nyz8qnH)#_W9_k|@gRyhwlSc&17hbqH`kPRDp>Rr!6Otg=H)is
zD0Lb~#SMS3{iTgS7j0&r?tMwux`#)BzXj;qM1j0-mxpe{3{4^P#TnEmH>TSM&0Ep6
z_0fDKxl>qMuq!;9sgtzYRBHjq>NDbjo*Vnh#r*8&xtdK9Y!bf}y%Yv+oP{NlAEoM=
zr>?mSPu)qr6wKN$Cf2*2v^vO{vz=^5jXUK2wvYGP4o<U-c)PH^UE(6g-9%hR4MG`a
za+xH44H*mzpX4i2(&e_N=e_o|$1@(#AEY9|_*@R$6<EaycooP|70AF0%xyi>1<pP9
z_;-=r`7YHS<MDugB~G5~sJ_IaCF_5eMuYCm>RkTI(TiOzFnP0J(tgl$_WGdF&43gj
zPoAAdgRfwoaSj^Mk9~388HBH?Q1x7QwLSNHt>T|te*(jD2kID_N0)={7J|UMx|2qN
ze4>DNL<4$RFhWBSaCbg$<ML=6o7n{_mtVt5jg5<Kn}xe?pF#xXFj1RhoC}u5OFzV1
z@0}SN69~|57c_c|Cf>b%p8&Ww1o7HU8(Q!n#RlX+{+1b%e8ey$)xTY%Gpl1J0J*-S
z`2^^(5pTv(03}67G$Pms$BSp&%7}q^YWyWu-MF#w^T*p0_KQ93F+dHatuS}m!&X7<
z*GAlLiqTU_E|D~TvI;Ik_a15OLuH$Cg7^+!X#x%BT4>p3teX`cq^O|v7#cJiXC+bk
zbBq_@2-I5fi2V+Hxrmfj(>(Y4nb~kheZ071S|R3hrB`gFe3i`9xCP&X?rn%B<2vqE
zA9>#P=&5$H)nLO)wxOg{N#tjufS%&qkOxg#uLUk)r{1L8x^OOG@H(D3Cb9vfnfHj>
zX>w+n=;eqH>;3)+_DygC=v8p?bnVI3xZ{ODF03BN>zf2BcPC4YPMF#J4^G4|@}Wt4
zwQ`Sv`C7a$XMbsGTQa@9GZMGs^o<>emx}iY8WuAg+Rac>aNCDBz7nY>##mqq;_7B4
zl*~RCxHz7!yAHjbYbcCuce0Ysht9yTg4p}q`qj>>O^G2u3OuWeQCx)N0DIx7;3=|O
zx17Q9mN`$s%ATKjxvz|qx$VQ!2QE1r%C6%r3u)Y%vyoZ?we4LNV0ePs&5<~(n(RQI
zb5r};5aYU5JxPpZtkPCIKbs*pMOJlI=C(fC%4rzV?ec9-EGoM{Woh-ZtK}vd8p?I)
zb1)A_Kg(`cQBkiSi^@7FU!|J?ZEl|=s=`N*ns&X&-&P4^AbHsvi+U1!<hrYdVF9cl
zLf~M&uZ*3!rB9O9%d&Q{DZB-+!y>9*OP*YoW^acw4W9@$(-JgyUJN7jkB$cWWZ<c)
z;K$OV9hE2J03vSOJv0Ru0+(2yH^3^PpN-jF`MSF+>fV)o6Bx8M)=?axFtAX>VX$jY
zI7uRg%ZBM>*0~)+5SFJhHP4U~laJ;@$4g)e*5g*e$=uSj$tsjVXDGWa_`Irk;VKD8
z(-wJmg72OTp9w3HjCv0{A%-MrqNJ^He3T>ub9@QmXx4?X@pXbDp^G0}mx-KqCkZHT
zndzR;c6Z|_<<Q3pn0X1<<e2*<y9UK;!6nj5SZ&1N(-t#6fzUq!dX;$0Kqo6*T2jGU
zcHLXM!(n}h2$!`wyUSc+?YU1@0y8e1QGl)C;KwXfYh8Y3scyO`f#Srcqi-tk{DzaO
zLR?;=l|Qe!n7Ihzsh^lN0}PeheXGHB*YYiMfdV=@f^YhU4*%265@)o)C&QUmJYFQ;
zhRw+i1?JoeBf4u%u=b=|+c65B1rvQTR?a1W#-QF!X^q^l6J(~<f!Z1`T4zDKb{bZj
z+>xcZD{lvJT$po5ZX-|8F&rU8C}Ahsc*3;YvoU0T?s1tsZVia3H5}?Cw4sbwbJB2u
z&hv}=)`+f~k}q~^*`fd;s7(EuC?r;`m93u-+d$=D&X+wg^FH7Bpx!iQWPps$clr~q
z<X=BOd!zRn0y212K&;v*Ti=Sekvjx?7*NbP)EjxEGM-F|UM~oT0D2y~r9Nh+%@fC#
z!57bv1)JX;mGMR__igNd;C2AsH_nRYJ(0KdtJqsh6Rr_WkJGXFZ!xG6!=(r^dGgTS
zZ?tq6<eLH#5CNMCb8eGHc05kErBl*E41m^Y%4wnw#^VDy+3-I_zvDZpp{HBn)Ml>!
zphg+32O1?giq^XEK`V_Hbl8$wSa5t23&2t#ugk((s7>~HkkeBcFs2MILv0J59~bBO
zMjs3rosh?2zj)LKj)djyQUqKtC5CNwc%@=AOwdqI>{`Z4=4ChL^;OjHIYC>ecY_-n
z;0ma_I=$N-e1sqayg&ZFAZ)SQi^&jHs-bseM14@Qml)K*&HNs6F6VvTS;C6Pxi^P3
zOA7acU7o!;-{%-d{x23&HqKhiJytv<IED&!)intG!jEnAR0z=$+}4J0ZvhQAlYo;0
z7h~HB>XWeAxBsHlKgb&gWXx_hTbNFul#Ncn3)*VAi_UjO0atL{*-|rlJUdQi_d?2s
zO?r*i+cMCKM=74)-hj1I`x^qk(&OfYW1GDXaZ#;QM|<JuyrA>^Tae2i4CZ#)KP{7;
zrZ8-NQ99oZi>3A%Nu*cnN}k_HHgSGckWP?cKuO@V7RqFW1=q)<5rOk7Kme+3$9O5N
zzT-~!`kjQ1ie&3m&{|1#GDXmZ(8~RvPaZ%Q7Ls+?4}YZ^0mi`haTMu++tKm32qD3J
zK?VjhX&(!t?(_73!TJK&>tXk%K_kQH5CNN9_gbec9<So*fhU6{-h^By?n^+HtBiem
zRo(7|$2mkt3~XF4cEc8E4WlCjES!yxACxI)>^x(rSWPPT_tsTCK9$?egWJI__t7ac
zgBeu7U*d(Hr?F}lf#tUHrSfP`yMP|rv~}~22lk@f2ybsx`FvlhbUZj34l6S}*MjeV
zE7!5ocf5$d%=P4SE4ZrFoSI_@C)7(sj-E!Yos>^km6aBq=eXtU<QBb7difZnx))^I
z99BH`MuN`X9c>X0k2@K6C+`&mU3CXHyyu}oFIQ8aEZZuUdp1J}w~Z6}co!N9Lz_}F
zXmab<4G$sv#?nPbkg+O(pTR~0_u<;2G%u~U;x$4Y1^-;`Ns`C@o=7{>$zpxM!PgB5
zNb+78%+7Hf5S(254}opPiwf=`(AwQwnGu0r;rIkqv@=#@CZnPZFFq_~@SZ^IS8Nl2
zM5C7v8tiokCkia8Tu@5!k^VaddLjpp7ST)4D@z77CsuPl8}Mt6r;gD_(i`8B=**PR
z%a@aZ_7}vUn+WZ8Y7R*jnW!(Yfx0jCS^qSLCLX^kn@1~^=ty4QDTxx;o);KgFL8Qf
z-{`V76l2798>o0)j=QtxAEg|B+i1lygxT&yC(6{X9}NwfTpafs3~ChED2X(7+N);p
z+OKeMEHwh904@@*OTlvA!aMt^@h4FIDW}X$@}<75oe~waBZG}nsC%6bvfJl7p7`{?
z_H2zV-q|+}vq*iToz`)vUQ8zTZu9oQ<F+HSq;oy=rCja{y1u^uv5C{OBiTdfXz!TA
zPynr*iz|amgPzBGC0ee1+Q357Vb^od@S@_q`;PNsvi<dg1`%y<6t~OE>a&NXRn2*P
zpNyjf22l;wxU_I8qa_KKIW^kYc@9aXq7z)N!tr~zx3P$dgy+Hm8JG4=JS^Rl8a=~5
zX+|}SjuR;LMsL-?&xF<!d5>J;p5k~W(EaK}S(R!}z+d#eIDU}g(GD91=JsOo7e?89
z8EidM^VBZW)%6<4W1pTLe$A9Zr`)-?C&=SH@ijn+(%Z|Mp~CxnIiAbmo}AHAUmN(&
zEHPj(Q3613sov<Q!TJG|VD(|V*d0)$z*RF)JxLLPj2$vJhat)Ju8YSd&(ZO#3bopv
zJ60z;ZwMWf{JY$9U1;*v{9EsZhl0(4_^u}vP`hb+_lpOm5Vg!8Xas?+vD1c#I<MWz
zrGL`4wWU?k9Zwd-q<W{T_v-x2ZiekN-p3lwXsz1@3<R;OeJUJfD_TvJ4={{5hUoRx
zyOOJl7ya4=7QOEu;k~5KjDpWiSi39PNzlHrzZ`7WH{6xHmtC~?w5)x?0v}}D)A-Tq
z3DKLS58Np(-N_!G#}y#S4r(IZ5ErxrUe_xikX%84<-MINjqXjtx7=Fe7_!=0W1G^7
zbXJ+tr0{0_egSN)Ng&?iu&d%rsF~IrX%k4IXF2%<L=MThgEObKwfPHgT#dqgC*xzg
zjnZdJA=h>{Qol?`S**+Bd2x*XO~58D7jI&1mka4Zi&NI}huZ$5A65NF=<x!p0p6F<
zr2N`}{E%di=6XEU&x^nwSj2;lWK2Uzpvn^DN3-~pD)^D#_ah#a&d8TLo{~sQeH85C
zzZ(s$^g#;rXwH;|zcd|Vo?b3@9T<R&U17ULl}M&YOCJJD>5v{QA%b32$`JE^7v@JB
zX5W1Gk)Mvp8-$CE__xVlx%@STzfSTO8UDiI-!SnvHvUZr{w7L)v%|kx^WRe8Z+-N)
zZv0y;|78gNGADoOqQ5lSU+(ZPVfvRy{-4R7e~1&HcTe2)eFU7)Q<yu5ri<rt-zXL#
z;C8+Qwk6P~Tu%}lr#v=k*|sNZFWPV&G{7+X*|X!y#-n^IkAt|`(>AsSg2_?EimM()
zbMTVd>^bn8?ex*;Zq0n#wCl;V9VEYU)@F73grMsBSN|d<q1#fiTqaZ_M1bq)I_5-D
zn+buVEGFnB0wOjdDC?aHI&iKJD?}h}J?jb42Vx>`s)!@t3=xxO7apfsf=em*5ep)h
z;`imgalZotbiU&j6OJ;y>p15{;56VG$6<>e`t@7rBq7(CHZ=L5chc%SI9XKN`;pt#
zz*%XgD;oZVfCiu4S_ii`?__fK3@ZX++yggOXfmny)tga<u4Ku}$Ojmw8@YVeXw&vk
z&x=evm;J4?XMx_AnZO>)=O!ciM81oqH}w8{eLRjD!xx;#P}{YB%B8;h?z2SvL`YtE
zE@k<0gt#E%>*3nQtqQITU}wIm8Pox0M?}K(eC<uZ&HzcCEa-JFV4JOp6)@_Cgn{qP
zQWTZmQ$<T~-uD$D)a*)*E4=i$sArSpu+vf_^xNxOlm_<5TBRK;D*hk#-a0C(uzUPf
zM5S9mx)czJ0i;WYZbYTKh8TwK0g-MH>28#+p+gZ6>5vX#kZu@|z6am;{l>cQU3dM~
z`hM5Ff3Oyd19Rdz&))mlXP<fY^Vx2yH*<)phTa=}anaF#_fPwFL+j?fN9WnRce*pQ
z@#ch=hrpu21~K5xD?;z+c04j*`Yr>EkJ=xCpA0xc2IED2A*{i8w4(dKl#zyI#s{$Q
zMO$i}s!^%L^3bPlTBxA&(O!0OI=HURWy5P%c+zPtwp%ql0c>-P>mApwLIx3ZJ{v<u
zA5jSbyN<;;o3N1Cx^}6*hk&_$)I;vpy&jd5<0~M?lLeS!ysWIi?=&?oq-xAB#n;cL
zvc?aJ+*kAE+9EC-6y*%&yCVLBcQb|BbGSOaZQg<Wq>DEPU%i@vHRVt>mWgM24$i~*
z>wq&PP{6En?q<WP`27B_JHX5q-JZi>_M+>#e~0OTF5Wg}H+Vw-!0BMd{{Sg?dPvo{
z+WrMBJMCU%`2EkUETwBZKXA@I8m;Jr-DXJdr)XM1=e>5(eFy4r!J~A=%jPH`=Y)0=
zG;8FV^ZQ2P@Z(G0x&0-eB`v}~6DOIXl!^GF0tPCg-nK*DBF@Qz&Zd<3k+f92D?|26
zSL=1xgFo=x<$+9AvOnT5anTF}t=(o4+<Pj65_#BL*3?YZXxx`Qvr}Kau;y8>uXd@H
zRxf@%ExzsUcn3&5!?+l=S?wM@?#7F*o58P3+-}$pQXI^N!Ow+3oHp1}UdLOMu&pGO
zq*~&WO0~<KYlEqKoPdZI(XP+u7M-V@r>}PQ5m9h29lULdF7U$i*=hrxAn)_nCsfvC
z1j>RWszLB7(d@I9Ym{#(;r8CO>%5p>LwnoR!ZpgkOW|toD0}fBI{|#j-371i4Q?G3
zd+XVo$u{Q%5i)kwNUNuHTpJp8=eC_ScHLP|oWJ;WNDJQwDy*ILE?gXQ`kYMo9-jN2
z>|S^HUZ`H5wp~nIA1_>YFI;V3Uo^FypSN8H`~K<nz39G%O<wr|3B5BaMk3xbei!)H
zdndlvZoVht*T=ByZr^LzHLC4m_4<hRx})vdt?fFs?P|{O;+P+3DpCA;NjB4WZ$(ix
zbJMK>QHW11N|FeqfAn+GS{H6}(g!cy+nH$wnBzOmUJlu3M^lG`&3gx%ux8Yy+rsr8
zQdRtVG4o=L+3@1XvhC0Ba-YlJiEXFV3s<L^*PVt}zju93n%d5a+s-x-m;LpZx;OVJ
zWh7*c#ISqlD4ceEz<Iqiczsdldz{MIc7ZDQIStReJPHRcsp|9Rw2;>K&sEcc?`GtL
zq0eISam>ZyPL)-%r#>FM8v5THWrTQj8hBf>OTa-~Bo?&e48@iL>}}&K&tTi1gW~eG
z{S_dSZP!0qhx9Tla5&ocpmWgY_|Wj8>i2Nw)p{mE?yMhnRRU|P1?HV`?*}34sJ|Qf
zOyR93h__vI4*DKfbNU=0NneUX9v=-q+-*6$<X>>V{F!LzeU*%@+F4VwppV#lJ$Y(%
zZY<)ADR{Jf>dvAvi_hHGB`j>>x7OEis49N`Rk6JJc#iL>^~<pb(wVjD!)>R-(QOc9
zPG%j;+0Swx)FypIYeZ=a;f;`#vS^#Z=$DPuBkTb_^Ib0uFaF407eoe#*?_Y{vg_vm
z?AVkyAAPM>&4i6st#|a|b&Uq^*s9Vt=8N8kYSE?`s=$Z$)gnTsZ_-yNU3cxs2yj&;
zH?e<S=K4?PimMDhkXrEKd1?uy8Tzw4g~UpMo`pTP*2NxajfDN+M8~)o##WMriU%<I
z11gcrPKxR`S<A&YQ8->X0aD?T5>UY!-TGzKqvl?2yRGypGpcniHK7yIE9O96)b18U
zkOceZw#vj+EH(1mR$l}5pa?%s$h`M?`pNut#lvCztGxdH>1A6Q>9#E^-W7FU*;XKx
zQ6F9BN(!wOij|!p2~{~}77rO7lBI3Eo)?C-3E~82c&$j%;sL_u#P8p6q*h7Pm%&2?
zZftf7_vzrxO*=yBKY;8SV3vI<=~1EDB?OT?)fhRdV&T#`eEgg8V=~fEt+6g?5cf^u
zx#<0+e^{XJw1rtL&>E1}7e^m-R`UEUkb!iQ@TPsf_^j))Zb3*~f1I;$r*OMYh(_l}
zwsE$nC&~0jFbEWWceuFRx15s@MR#^|IOt0*&nq=dCVpuZpdOujEEA*@<_6>)|BBYn
zqOICi6c3omzUU;7jFl9>xHwc@1&smutu95l!5JHty<Mr>!NDLIJmp?+VhR`=Tk10E
z+}MwW<|RpHzCdbHI<2Kec{h=IYD#VAhUzrKF#dEBBqAsCB2RgkA+oEqjnNQr#1GI$
z)rFbVgcD}uiUQRru{+bY;t*1EPtD;DETo@wad3;rMr%sMy^Gj2x`SOxI5c2T5ndqS
zryJhZVe5^q-t->g{Xku*?~JvYkH==U&yxUXEh)8@$-25aB!};LnBQ>pj4*i}slrX_
zcwoEpn9QA8bnC|?^kWugqJd)8pd-8Jn<UA!`1EAeUOdF0BQ@<Ap<vBE#{|sQ@p5RQ
zZT`J={X2+j@YGIyhi&tFmW&<&+>js*i@}zm#E>AmFnV>>9QrUF(poNxC6;*^{QTnt
zAV>dV9~-CJ);lt{p1Mz*N|L1u5aO;fXpA(tKzqu5f2fkNgU9&XQUQ3R(c<B{CDzUe
z>9p4*t&=@}IsqzM89HLAIZZxKO2TE6>UbelDMe!Q6B@a;z1w!U<3)SKbhbQ7{;2k`
zPHJxF5M+Ak@+OfU??#sBH?pL^oGQ%p8PQntm&>kO@I-noz_))UngW@=!egq_w9(b(
z;g;LMR#Pd3KDIzA(S50KO>P8R$kJ5B2~~*V<8v(awjh>)WZaiyq{R!~o7<#PaHXT+
zZm7?ARS^`r;6)?-RGQ@`)t?mYGA5GK0jIli7H?fu?CMXh7%3pqV_jJ5e#=BKd6<(q
zJhrhMNYFdzwwgLP82ZE8rA5=Y<_<|qigZh=we0AMkLdVjtM@7DuKMgOAsG)M?gVOm
z{KKZan?aqDsFuaE4L3~eg5__!!4hHoCP4hvgn0xOi29xJlGbO)(hNlIc?fh+bUera
zQn-cG)1Dn6WbQ3k9O7jU2eesc649gw^fke$h?AiIsm1nqRQ*Q>txtCMa_WPM`T>jS
zq)-=zFRWOwhn{V1wVZeXnhX=z&~3)QacPRc^9d<;wb$`I>ttb*r%H_c%ud*t)&?vZ
zG)+wnVzUAAa~IVN^P?<%`d}Mc843Cpc>S86XRy?p5-R7mr!6eD`KrkYYw5zIb26kr
zEMe;EeM1b9)8of&uzdr-P;ANk*1vBDI|!%gqPLt62rooutEGOZ{i3EzL19{?FF&`l
z2C1$({$dVyVcB8dBm=2fZgX-5Tht}Z3HU%{n<i@UZ>*7-*0yd=_2p5Y6Wne*j^%+g
z=$W<l*w><bb=z(B8|z3w>j2H-t+>k7;dq{xYLRWQj;)$OL(jfy06mF3#?P>=bB-tm
zpU-rHk<t;DQ)3<d=DL}Qk=Rn$mOFq&l)UcNc)Tk<miXB;l%<S8=zQ$7F!OPcRC)86
z4o;X33F>(m?}o?Nu{d`Ru%?8MIK;FL>cG@Che&v7iqSG&U<T(J8~7;d!dFHW)|m}3
zPE~;XM>P>NC>365T5a2;kc*xKkkpMt8=lwtlz|&!VnM1X)e*9`)o@6bu>;OYG_c#0
zDsQ<ub7KtGA(y7AWk2?vT$=lr;Zp*zZh?%25WgWeLl|+Dra=^mr`QAVwvx8ek0A0e
zV9Zt7lH<+QxLw7LU}x$BNtC6&csjy~h&1rNQrF@ri7r7TU=c+^91JP%*N&zTa?aVf
zp&7pP<Dmu~zkiYgMqzD5;xUGB$G-6-xf0?5NG-cy=kTlv12`&PjKrGtXp4tzI;|v~
zmC}@DAik5q#cQd1#2zA~ivR+%PA4EIa=Mhd;~k{FKu9Hd&P6pfnf(D^d9+T|d`zBv
zIcuGy(xO1uYI(y-x3B6uQ!4?NPmNxX%QwP|aFuAA<|&E{Fkv~`ss@pV32F;#jLU*e
zaXP8X_8X3Y{MGZkDA#eH3DoE_)Q^Lq0>K&~5GBkt^6qfO>$!xG0>T>`S4pj<A3nt<
zlpaK>4~KKMjE%0vlT+1}w%ofh^;cQ6U$@ola<dX={N}iC+%c9YJUd@4Gp?5SxRP(o
zw1^$A^GU=x+1p@JCrGm=OL`(4+T03SF$d!*TlRHDH$)fuD)CesmkN!COs}7JPX|gt
z<(xTk*4D+IdG4Gh<<ypLyUZA5Krj3MNCGxOkVK7$6@!K|HcG3RsbOc6W2M`$jy(i#
z2f%f6#O47*A*Zl3cc`*$RcP@>*#5|lFI+xJJY=%Ye$lil_VgxI-mq_SAh~u%_$-9w
z{n}!}O?zibIAKBR>Z#eae(H+3h!!r}eVUtb#_zX(XXl}laM4WmWgiz&ShkvCwuY+6
z_yaH)hgy)zW{eO#TJoIqlV%V&b#_@OZ$u=R6v$5QZrqtCrgdIO{CrL{Odz#gqHS0j
zML+y0B&Qnwddva>;<DDASx3~i)B);(0#TSi)EXa-b#<i}(8SOu4X8OJDJ~sid1Hm0
z*;6I9jX!<X<F@%Jap6!0i}7yoVf@AvYjsj`Cy_cOVJF4#u+MY}eke_}OO6;2-FR+z
z&rH+E(&6ehWB$V*3Hh9Vp^`;ufG9T^v-wCon+w$_acc8{04wQZWH=b`x0%(0nx7{6
ze<U~-;f72*nVmnbb^!8;$qCpW41aN@9<CH)vX&>=l<Fud>K~eJ2Yf_$ZfocK4B#co
z(2#zBD|a=j>o`9Ggha5RQ59FoJ61-iLkxDPDiNn^GZYycNI>0RbJ(c00zz(j9U6jC
z>>M$su%0O}h-E{agr|m&ONiQG?B1ts&zWhj3P3LX=s~%4@a<qH;gXpza~7s>CX!7_
z5Gmk;R?L9WVqt!259yFU&qrmm1{cI{_}~t6@oeJXS=Xp;nw~AummOQNKqj%gEirw4
zv}Ow8@XX0qAIwEe#LC}{#Zn2XPH4DkBlR?t`*<=JL=^UO9TaF{RU~@0m7$emX9I@6
z;!9)O1o0YDZy>WB1Zo1QQZgHNqrs`^f7cICsH3avGKDb-O<P(r)2`*_WJt3|=uiOG
zimLDYd;cxy1xWs-Lg;q8k8@uZjU@c}7+F#9mm!g$Aj;mimgb71RpHA+BkziQD>hM0
zOAI-!QZ+<UhoIqoVyMq?yFWB&{DBO6q=_ww?u^ro8g+~W5|Bl958Z^n(QYwj6L*{H
zL&&jFk2d1TDM*8Zq8+I1*0m_`pihDmfTaykiw+%>y(scZxcesB5M!~n8E00>*fJhN
zvK&ArO|Ea2naTRCvqW83-5q0GTkau-zFC_b<|EnQsR9KS$WPg)UIMFd27VOi3Kdiz
zQ_`x4mg=e=BKA`@S|v%`l2J|;e?yFp5J*~T=koIpYeS2zubj93?32pG%CJXGlX|sO
zbW;AqBa!0G{(*{TA-~%_bQkW^#i)%PS_D^ekg)P{;NseVL9CSHMTJi0z?vA14ciMB
zP%!BODQrclYPyZ$pCG{U#>PVnSi(AUOk-sTWh*<QZtQLztz($#?idkE*GmnIT9<54
z;F(bor+PGqSC=YfU<zjL!t%=MM|P`Z4S^I?VhjkpUgQYake;M;#z5o%fizwlQIet@
z)P;k`5s0P^(sN)Xs!<b`lB{EIW`+cu%6aYAm-BNqK*rKooklD>mC-!rmp)PTgI6Cc
z&21bZ#uf-FDQGMUhZWU_zYotaV|D!81R1DJte{=x`Cpgc?o85+0mMHQ!wit`S@(b?
zmbGyx_P`})xUgXxUl6H<Ihi4~0-!FUVUds^Ab@AukRKaZTySxV{%cX5RJeX5!gF<3
zq~7!rM!J|v-LUK0PE~X@9Dfr&z92PW`Ed<k$y}}ARM4<mcy=l0tL|^Md_3Xt8$cLX
z=ho+6l-UXkmx9`jGh4!4Nk^+mrP;%$>x%-_aU!Qlg+*r0boT=9_(7j=3BN<~UsgmR
zn`G4}G3MZ!IDuyoC51y=<YDsKO%a}az!M5mTnr8u<kh90CYQRb(WWKp|F9NydG19T
zX-r}@hL~KO8ee!1yi(b+`AyxWYI_{D$u~>RP-Llw6KK~4Rmv74--te|*TQ)+frt7s
z^wk~Wu7>iKI!fRDCSRSD(m5J(hIt|2Pb*I{T8((cYo<;~j>=Z2rRu~xflm4w0^eBp
z0MRN{8-iX9=e-H}Sl3H-{~&^}-|MNc4eYTFEY$NLi^3lXvS7nDIXob010I_qmg6w@
z?U%qJ$EFV~Pc215JxOr2NsPy2WT4@2>bln5o3}CL`vr^*m(%z=0zY)oQ8;0p>)KeT
z;-D@;ZE+30Z$q{Y5XJB@xDv0hOB*i_u>Nc!Bq3NzQGF~35arqTqUcBy!(h3MrX2u6
zHlv+IJG8BcuBMok6j6(#gOe?nEub%s7j%Ysu0<I}-uP{C$UEQD!vaAfRoycsz+#=7
z!}rprBPS^r*NXT4s|73I1*e`Aoxx|CRMvxP8%{U2VhW<Sq32Zu>=<qi0!;ZbZK_6!
z7k${<Zagv6BppId(uu=f1(D08k2ZmsQXbD~0{*SA-JS~HkkQu@t<&r|cTun!Ef%U$
zjTT4Q3HTylXdLi9g?%fEQVt`wK%8zj9(1#?Q+;ea42UspBXYGFaL>2dfbQsL;qy)>
z`Xrs)^D&GF2+AJ%C^>3W#ExqYa;}u#SS*?PK{Wg$1VTZC3s`M>?MrnjbzOv=?m`27
z)Y$;X%E%GNg~GdbSE3~9ABT6WbF&bg4hyTM>;cn_z<XOQ3B?1jCKVW)r#g^ucq67L
zT_Bvv+CL{G=X(x~449%H%_`&xp!Rw`bkB<jOcKJe@c<L3kR$|nX*P#|0)w7xoaWiu
z<YwoGhm51E3&VhJKpjaniIvsIs*8e$V`O6EkQi3e4sAqq6{YusavOak(KiT59@h{^
zLZ9;%4B4t6=!1Y@?l3&0E6xIL%@-NM5W*135T--ap93K$#|7uMre5}bZ9QiPWbxX_
zN2+_*gkUWA<skvZQ{YX|gv<Gb3B<vIFDhh&Y2&8R!C?mK;B>u<#*3%T3=&4?7|&^X
zI(CsPFx|e+Gux7KtWGuHt#0!b#P}5gH9T}6Uyb{cgn8gB2|_`F+mT~zL?X<$wY)JA
zx!dIie3^_S)e;R0o^bfsO*)!Q?{9Hq20r^s0?bWY<T`1|?Dy3((@;z)%7a0*Ijj*Y
z4!m0%BNM3IA8weyxx`vR&WVONcX?&h2D47piUz+2kpK_mL_R8=lw{?XynX#|KR~pe
zrBp%mxKmu67AJn6ECRr|nU_Y31O^w-w1N#?rLG_xpr<ykAP&6FpFlNKfSGi{8KB|C
z6v3cjF7ebV2z_M1TpE5H=|bQFu!1BVeWm+w%MFaC{CI5Dv}5B)fK-Q{yzz)!hgJ%C
z<8?t{1<yBnrAG&94K0PY_<^<7#Aw*TZWnxS^G(AaArYwk9tA9R+#n9-pttV<yJBY^
zCXq&dMOA1P`_)t(8UUJ1zu(o-e9g@?^gMu1IlDJJ`!_a4AzNrycjrKXW%Xm7h3rnz
zBQG@cGJQX7H068Qi>EZPI33gn+nX1pmB&qsWtF{WjYm!v;2bL@-ZB!@;^bF@ejl&x
zD@u1ubk~gbt#*Sy{aj?><%AM&-AqYMB5<)&wFgmuE<}$l<=E1g>@opZ<o()6Xg=7m
z5JQI?i#<B948mLE_|lY?s{gCqAAxAAhY4-~NB+ebY!OO02`oOAJv`WCy}L9KXs?wa
zukV0U%0X01+csn?7;d7Pa5BsW+^w>oz%*H1zE=GiYt7S;ggA&PDf>>kQ6t|qnWv_(
zlF@pW0lf0#OSa-sLixm6zLpiv(yo~wSw*{D8?7G7@7ilQDn3YT|L!W$B4$ZEFO3v$
zhFc=VF!F3JuhUOtvoM*0ucnjgXZy6TPsS17b6BR77l372I*$Or!RF|)LTgj2>iJGB
z)+QVXy&n1TQj{^l_)eRw+E{GOgD)QgH%RTLe9t(Ju3>4UAd)P6BC6I6h{u^K+#_IT
z=WJ0a;g|1}o7e#TAn$V|&})8bMW){+po_uK%a55_ik5f%S_e4rN;F-Z=;F(6*OEGZ
zm3QqQ+J6ot^qzVs3NPRPi+ON7$XVIlO7ca6eQd`gDUv7D{}-#{-|-{1sQj)UYOP&2
z{u?mIU)siB%r8HefWUu}Ic_++Hy{5uGRKSm12V_|jq>}SOkb@3888Rke}ns`d-%S2
zlMn=!k(5J|dxy?_$KvU|yI((YVHdH41u}*R5UH(Ok4e5xQ+S?-MUkK0Td63m{tfYY
z%lh(^aAWXH;OM*zKG4F?yZWQ0+Zg6uM{YL|Q*v0cTGDhZR#)<Y2$v8ep&cCueYf>v
zLPC6e<CpDZ!mXdId%ckoUGlA5Z+ZoOu>I)m?NzAE&&#W6&iQO@g8CNv=1qM3qgnMR
zM#tLL*{n6s_w>Im`U&frb8>R3K74(vn(~^*!%<neKksu`RTZXr{Lfk!6iTCDY~trn
zm9pg5`pWrMHLSQZf=lQ0<ae-mwa_YUp3>;tCmGi=nABDFGT!>gs!^UK2KT&o^(phU
zwt<eI)kcIipTz*A-eh`=6@@|(2=P%UAcM6|qrz+Q@ZJ&{-fL6SN8l8|o>=cnjnAi~
z^wie647qLauFY_nu9S35Ii=|8=;+SqSSWugW69K7;A(>IG@l->3__vFJWZb*#-C$|
zUWQo})cjmakuMr4+YR}_>lG)rDS(ccp<uB8gw8#$HI=VYw$q6Cg2Ih$StB*teKaut
zbZur<(zJYQYina?eccY0VW6RHAX-{knp;;6dua&Mw3I!MKV0n(9O`$n&{$9ADdPRi
z+gtNy{ks+K=$h!#3iy?w^|4QXxAaQa_IsX0_InftuFc~I7TB=mviSL~spqYw7BH`e
z7u)OG+ncmhdi9XuAqlsch@LmUU*NKD!^49TIkc<XA@)XDZLpUxm};E{g-Ts5f)Bh=
z@RV(|OhwhDpEotSWE@%AYIKR5NNY9Rt&Juoi?q}BD3}PWBbZPgpWJO^ogTA-P*50g
zGzL8-H9+8&G;2!Em+kD#&)<h%-t)&M!(-Q}aqrn1G4D;_G;D-?nN5x>er8R%dW^$P
zNlmTYU~*cOuNa*8+@RTgcxdSB7r(2kRxyF?JcK0fC-qOcEBEGP^@>Ziq9=q3b(~I-
z@1HJDq|Wr7{c!56&Fh#cn%DVKYem7v@zffDFj`7!sHUK#FLP<;brb8~-rA9w3v9G^
z8)|4WBR}RaM0j_GJz|rU(Tt3UD$^R_hrNZGOG8KFFFP1*#>=#;JxNT>%zpof7qC9%
zmcuR1uGPjZ9rnt4mHWE-QsUaUQ|Ms2mQG!_KR>#0I$~m6XLPe3w<j#!>O=j<eh2Ns
zQ|<<VMAq|-w^fs@NeDYTQWWMmi;+X$IGG7dKeN~1?xTs6`_9;9`u0!i3f=sO$)w#N
z`%6zqCN?;}=?ikBIml|3Qs~!CKS<NBb*u--8;w808U@q+6=f&Nbg|>0B?c`)4@-4g
zu>4Jgs}pr=EgEE0-#bE4(<nMyNxc@k@J$!fG2Nz9hD{eHR|H{0#g_pR=tE}kCU=id
zR${FDJwr9Ei2AWc6H3)SE!&2&U(*2&ze(YeQ3$8i?0JNSuF~j|CnXAN{CT}2w$1wU
zc>QV$i!%LcJ_`F66o7ze9@9Wz+|f;>9J$?_^<LBu+DhDf$C39998*2;TB;porM<}Q
zz)+r<_$`i*{>O|no0GP6cuN+MX?$HTC?}xSxe&|MsQr#4rrI}kz8{*FOa^2|WO|LJ
zUZp|_x%*2?Lmbra&XqpW<$sZCql{L%?J$m))!~B6p|I^Z!H`tNOIkHjha#sOhfP*2
zKD+2$yjqdLp=r<6@{~=)b582+e;l2A=<$58rgHytBqhJy60LXW!;?wXI$F$2?O&SO
zswTLYV?i@u>|rzfr0H?fCcAHAQ4?U>mwCpGZ?;Qj_~6d?W(;*u+!@it9x+=pEAn8P
zg$t(BmJ6RXcU$z(SoUfM&G4S2)JScw7+pwpB=kA^xZ})p&Okz3RR#?o#>(^ad#N9_
zVeJe}DYfy46w5Jd;w}qHP1uU~4mO|dbf12zQ6}++d1;Pv-EIqVn!&R2&qcZ2Yth?$
z73Xvx1kM&O)-|2<IvloNOf**ho@O6ryXX|vM7kYn9-J(aH8cgfIz32EmK18xFHTRF
zkV!}AZiVY^N6b#yQN{}w*SX9-6`0}nN{Ujd|F~ykSH>Yu%()omc=wk}f>KmP@*B>x
zAE<jZ59}B$RH^@rMf{k4hL$O6ma60Wa99X!)7G##M#3EQ$dsQFQ&GQMQZTP*g)m~O
z%DmS_x2&W7s&SL&9%sY4(AF294ReD<Dh+H&859q4U&p=Kwqn#{HnNpr7`dh?4Bzhs
z?RnK1w7G2Jk^^`ZQ(i<TXT8TJt}eTP)HipfgGqY?XVE-guCpk=BL9S}ZGX9C+T5DL
ztW;GfE`R2r{R>JsW|&*SdInYb^}aD~knZ%rz%!`M<8V0UDgHTuB`3#(txH|KS6O%{
zqPX0yW%K$pg{`F2s}tK$@6>vCZLPwGFC`F{-BFqp?uTiE>vw96$XQZ<^SLTM%60~^
z{gmIQqf+#Y%y()W$`74!WhBWF;<pVHDX3{s@;GpBE-;FIOy<*!spP9~h66c2P6gRj
zI&8An&0AkDaW>cA_pLu%Nv-2?m5O}#m;)v{?>Ipx!xF`3E;>zpwBT^+S{izqZl#<P
zNQ8Krq&AI3hYm}_?5M<8J0qU(HZ{=>{}LTr5i)ZqhcWPi_^lo3W`#=&ohMtJ-fwPg
zZEba3kHs`s<7Dj3`xkO(KQ?*U%Jnv@r0;1O>1z;_k5#c%nENX++B|Z-|I}a&V_XY9
zC#T>4wlOU1f$BOMcVymz=O(mn&Q-XJdVjLgw3}Ku2WHoH&&$3YS|IoQVPFAOjlX$}
z^pL_qzPkt^yz|L8(t#$m^Y!GC%&(~mx2?$rQ-DkEHs7#0pl>((yQ{1zXV+~mw9<*0
z1NyKmWWry!U8*}iY1x^IKj(22M<6adYSGR_@Y@sOXFH_#gi9_nU>dz8%YS}_2u5++
zML$6b4Gc!_jjCOczphZI)^3+2+s6#BK0mrEz8zTi`TLmGn}oNzDYb=I5Myn9<WICs
zW2gh^<()(eeeri!FREOKDHJ}AZ<dthIIF)233CQ3EI+oIuf;x{YdN=z^5WX*q~-rZ
zgxv9}usoS-azhF{YhPwOcT-!Pq32Pg?$sNn8T=I7%|7Rj<A@2DuIe5z(IYMIEqmU`
zWkAveKbdp8zC00sSJ~Y)nE^USw$4-sd(pHL3gF2ib38g-Yh5dkW;vXjmj@g*yXSc0
zR2>u8Yf*9ZmZxZ1^Zmhb$&X+O2UPu*)3Ui6e?GBz(}l$gZ4`4BxwT!?#gN|Hmh|v2
z|1I_0{^$695A+@_+<~5yR;WF`w*U9*-cajJoiwPq?nIGW?b~-w?5<@+C2zI%Ey79Z
z-u_gQmdySn_(O?1vTt#6a=yju#8~9}KEbufauC!#rs;Sw29)=BO4=uO+ACJKz*P@m
z6Gwvv&tpYb0v7^Pd0Ooa1UVqKyJC7moafoWv_9_FSC`ja`?^uS-2&~L`xT{=;koue
z+=9XT4UL8AeG?V0D{_7%vVSJ!(WS-wu&oZlU@+>*=an-3FV1m;Y&<D5&QA6fnW!{;
zw=K{`Gvck7A1p0!@KPV-f<-}m#PsvnPuxfAe3fw4_IDbN==(R*8x-W>_&@ecxi2Cn
z(h|lS4!4u<7HF=lwYN*^!u6M)_bXMF6n)hoex$*ssWE(KZ;tlKqusM2;iIFSCVE!I
zNY*f3diezUm6dkCdjMPidoES9=oxv}uE3x81$!g>D1p82cP$8eOqY%=54*lqs?a;h
z%|>s5Rz38cmQZ1|l{ALGD(Bjoy_Ag($?Q$|qGP+i_&=l-Kl+mm4$crb`bMlOgZ#vt
zS@orDwt!gxkJ^(8`RgSZ^ZoKe&nW7lFYXwyNAG~FGU_=+rZeTILdyI<O9f?Ntu*Pq
zIuq$L2Us+x^`BeqvuIP?To84GnG@q9ebLE%S-(fQdd*HEAAIEL-S;nkb8MxVYPA^7
zDtMLjN7&2$oeWJno4C%qe9f`9B1=`PRdb@)XAd55<vPMn5oql%-j=XCbYj`ufxIfO
zth@XJzvhRaCNp2XY86h&JE{0k6~%y$uk-lj{g-%j%q}8-1b+FKGWz`48&ws*#Obac
zcHe2R%<QmVn98us_yP(>_SNT6T~L2O%TJDFp-=X{_(tO<Lxayjz1Y(G<x!-=rd=w3
zZhzN7u<o;-zQZn5H}Wj(f~Fc>7M<3=-JS>|)BE64hbr|`37`n;YUZ_Q7d9uA$Kv-`
zGDGiu{EP0c;Vr}C52+6A;j&Rw9(V6Ci^9IWq!h>JztdNUTK4)SQMP?<)D-WgIX6{b
zX$2nbjuN#to2;yCH=TdE|LJliGIci1nVkk%zWlzI2*>;B6CP4yoP9>kdqpUgq(AQM
zbQ@0!PKF3=Ue!x4`K=R+-EZ$9u9aFuw;@$&?P$^#J0Gs64@@q2y0H5v$P#wsUB@H3
z$UKj%vX`G25_3t?LEAiR$C5LWE|9&pKgv%u5OUp`qy=3$$NELi1~Nubcf<;0lsFs{
z+IJ0l?r0bC1U|KVn3Dh7^2i;v5!=_OJMn98kGn>R%H3O(LL5iWpK^h;IDL}xi=d81
zgN35S`jX6ZJ^KQz>8<Ojx5f`7<^?5nP0isyTj4wG;dAKoWhHbKG!;}?Gz1NwaAFyQ
zqtWVeamTw=sl*+YzWLgxiJTtvB!Ub)PUF*z7aR|JnN>5EjhUlp#Rmeo9?Pzal}3LI
zJ{-)cQggrXVM963hhfcwmOdX;pk5FxyzpN8y{$Zg;@^RD^Z1)<m~Z37cZl%ad(ZQr
zzWWr-0(ZE=&519)K7Z0PTQ3JCS@*ckV5_mjZV7kJ&Z}t?mt@z&ty@ERc1SjwM)dfD
zV5lOWf<(Ywp+c2Q=I&zh@|NT2;_`;J{SjO{_#-ce@1HaZ4FpkG`z=b|%qmpZ#QVc$
zBaDp;-L>z3^%*t4tm+BDkrDrHF*Hw>JN_rfiN@xB9c+-pxZy<!yKenR(EG|B(X)1R
z3|JyUC%nh!LSjmc(@$0DxuKXybA^*@y6D68g}ou4*`8#=woUOc<86ZZQ{=SOSHisF
z%;S|f4GE9pI95BONlSjAtXC{tks%+JHi3+#E=pMI>9{Ve?eaKt!DDp}pn&cI-W*_j
z;$LGUIcecX`vB7Opoh6o)%R@OGBaK9P_T>4Fiq6!xYx-r<9wsI{E8B}S$_Rvzpm|?
z+E<|U%OBb+QzR|&YN-|0TG`=#w7}(lFhPEy{U>&H0N&%b;BdS}MxN>Gv(lG5IN*H@
zT-3+&?8pk;KL*H0V2o(9=NiBlzaXIZ-SgRLH*Y=xIHawn69K)RWDCZrk@#XYy&YC|
zleGuIQ>f`DnJX`lpFQU4?VFsXoJh%{*9Ov&KMxPu5SyzmlhTVz4lUOqUDq<m8F%ks
z!nTzKgt!p-YNtH|i|>76MoFf3cmG(5J;cQ6_CvQvxvuXn5&=ROlta$IT27ySI6Jdx
zR<@U=n<;rZJok<vz(kUL%g4yr*KaqonRT+V0x`;J^Oi2TnC)rC<~P<{8%Ay8oc)>0
zbK2>l1wxP6>fPob40Ht}7?~LJ>o@8PBR_da*PgK05(=~x7N-y9|E|=-NVy}j;u$D{
zClrq5qv{rXSl{GU4hfMcLSJ?$O4gWd0Ja>sEqL+mS_S1=S*;9XOwV=>544E%@X(j{
zf5%AcgAw9y4e2SrKB*||Ep4iG?M2#G7kys`Whxr}+85tnKp!HwTaJ0bvwGa`KFd=^
z<9pJ3t?EwVhq27OH;3<a0l&)3YGK&xCH`~8KvU<8TJf1zrnx?_dW9}7VU*Ur??m8n
zac`_<h9B)<vMz!p!vy0y(xhmeY60WB=>m6-dl)@kba-}wlQ$z>G`u%ti8bh*2uD!L
zz<%UAkz;noutIXQgL-mnq3-`bUO;cH^8A|Tr|&|4od|2j1t4r6v1!T&cRi?NGDysQ
z&<+H|X}59x--+Ncs)lik-}Ok#j6M!}DM1q)%PgIo`A%eDP}Zx1jxM_6dt6SRsszpI
zYHo`$K}@&tvb_2VGhOuI;qW{cATh3kJeEV^nC{b42#g$PhTP-T$5YJj$P4cpejK2g
z2ocsF|KrWaZ0>8hbyHosRURCU7>HwjHx)n3DZ&C2g^kS5y=0<`zU&Lnc@_aEEFv-L
zI1W%44`<kCE<j;i213)SfW`-#Sw4RS?*FU%I^_S$3oyAipLn}^8&0Z@4KwT=64w`X
z&$XCpM-KKPGsW4@BJUH$bl*oCT{Iw)+tY#vCQiLllLy31^cadC3TTg2H|zzlRbj~8
zrYDT)rZ-otd<tyk&1yuM0O{x1vX0+uLn9EuQh;(lvUjEcTjto|;~1dxF;)3maln>|
zdzyv_u#Hy;5*uKfCM7ciW}u4(|41-V2DWkEAzpGoqjFQPN^Tqfe-wND5c2GE*jd8P
ze9LMz@;uL}Rv+CPa3b)YfF(Jw1WjRfp%eV}|66(duiAq>C|cKxbW1dodf}X?c!|L8
zKgPdNb9Z__>dhn6XTVRWReosi6y53HW@~-KO1PKaUN<H7=OSaLo+kS6k6{z9RJ#+}
z^_g+BQ`C?m;a;YMr0B7@y)+A&Ao{VhTi>Ecd493wbIWRjFbOqunl%XQb8$(Ljoogu
zcv1VK5{zYnde~L7b{yLeX8wUxU)X>}3yEJA#+Dt_s)&QV)DB`d|LFBEtheZn7+VnQ
zl(&M$l5Z{}f@U1~HuEvirGF(@joPp&DEwglIbnzW%>F(b(5_w4r*y5iuU_d0elk(~
z=LPk2#VT`Z^2{VX%zFy5&@?L;V!%eG^3qf2B66JUY*R7S+MLpKENGjGO2`kG#0um0
zAJxBq<VS_J39;|FzRTJ<NBQq&d2VKIZl-hictQVJ$`Qo%?<RRb{|A#ixA^s2{Q50^
z{T9D|i(kLRuixU=Z}IE5`1M=-`YnF_7QcRrU%$n#-{RMA@$0wv^;?MhE!_T==zm+r
z;I@pxZ5e~xG6uJ03~tL9+?Fx8En{$7#^AP$!EG6X+cE~XWejf17~GaIxGiIFTgKqF
zjKOUggWEC&{~KitZt?54`1M=-`YnF_7QcRrU%$n#-{RMA@$0wv^;`Tp05H78uixU=
zZ}IE5`1M=-`YnF_7QYVQT&dA-@$0wv^;`V<Eq?tLzkZ8fzs0ZL;@AK8@#{CVjemn*
z=l^$P4uOA=Ib^JCoy{HTIAv^&oz11pO<`u{{|$v+`=-}!hKrzilkJ#=`s<$Z#&q6&
zoh%6r?0)*4m$C7afwqDl^lNCxqI*=2bcMz`LN)GzK8y=N*q>Wk26z0X)*qsFs7h;2
z$V<;I$WzoAUe{(Tf`nG{UX(oXD`bzcePxla&{-eAYAGGy!k@Qp+IC?3K0cxNHI^4w
zN?PDoB{o=%y~J;4qN@S}h^nOaia;y!9<f4rk(R5VA`y3OpH^t6p8aRYdm0t-cxCl6
z{+Z?+i@RoDq!Y{0k*trIg!)TdrXS>uo+y4=Yu;%jL(_6Ud)?d55g+t=uJFMpwRFr3
z>k%0c>-~xrlYx63LHG)%S>H0=Qwx3cn%+ga;@%lm+f{z>%})9{jC-h`8+X5&vN6Y<
zTXm>0PeAp(2}TNtrQ0ZBNb`r-&`im~f@t#fGfI*vHnyyac#iv#t&KBp3bX(8kbBF2
zhpe!aoiC~DZH4GZdm~KMBEN7HYDZ+cZp~!C$0~j2GZiR)e+*(#ut6%32|mdOeJLL-
z8bA%TzE|DHDQ|_5gNkUb6<E%XOH%eq#jth`PleA6$WBp+AF0w)BfMplpEXk(Kg0HY
zQ-(?|TAs0nMsWzcuV!PjF&&bc;CMlDTN4p_E5-de?|yJTbQ3ezx#wN6%0lv!pR23a
zq2&N)hgPkl5A%TR%{=0FF-GAy&rU_BD&}hOR53Yr8R#>W%y%)Xw6Pa>1$zRIH>;)s
zpki0ApP63evq!(bhqN`g%Ja^`J*VcE{&fz%ACN%sH0|>hS7cMNCKO(?9Q-bSEJEDz
z*hp-T(>Ed|k*hD_AmOWa6Z8Njq7)BF3%z9F&$C}=moHqqqyAG`hmL@VSP=b?ASVr*
z^?m+VtdjbOw`-g2rKd+UU(F;Ly0BLJg!QDUxw`MKI7}R$gsX{c?BrYvZ1O(z-F=|(
zCEjmrZ#vaQ&4FTJ^z;0Xe}Z&%eNftV!4zpKbTyiVW8Ei31o6F-RxabG_`k#3+>DHy
zQN+)~|DPoc`2NcndhKCvPRFTcZ29-Mqq&_k9WU1n{^k`O=PPq3n2V#Sxf2~fNbnyY
zfnj#ez%e(U+>AuvAZ2qiD`QERJC^RvSpvM=bT0&7=--Sxb33!YP5(Xj=C7NQ32Kfo
zQw?)xI$hvTDH%G>*XHidbe!@~;07fBxds1oD^I6S$N8Vd5$JAC2Rni2{x*yyCI$?2
z;BNkY{Q5N?oxn}EfE#-KT96LJ|1Vh2YkoS=i+}ou*RMgmbRfb1_)h@X^|xPGz)8Gx
zd^e>XUIBMb$El@iVr_2vk88_Axq-7@{PXJaP!JCn9Y6O!MFi~R0e1e!ng6BRe-HUr
zx0TH8ES(|1dH=evzheJaGn^VOCeD99`6~!IPE9K_;AjvRKNlURoVk@H#2M%w2#Zr5
zkiMfm?8d**IXk)lI{Pp3`KLl|jse8Nsb&tS&feL@*p`k{L)qBL256o8A0m>pa&`iC
zgJDp6m>qC1mH;5j{}<=E)e;`}NP7OHr+NRIjEI-VLP+FfBtPFVY;w|a9)9AHLFg<q
zXZbC8*g>Ybp9^U&Gp0`R1$&Kdz+Ro;C4?k~6hfl@;Ny8`P{LbCUeo${OKPhmKkv}U
zkOY|Vy!gjw5$$AcmyI+HmkqtvNAhun&)C=wHIlX4V88RbB0C<S(cQWIxs|~Gqy!pd
zehp=V)6>%nRWrp_8`9nEz+aCqhlWm$T^G-HIseQDaq8_MIq>i|XFJ0?K!x}w8E%VT
zJJDzN^07ZO*{@5EsDy=GHoLFC-;&|b<DIQo=7_{Gq-ZE|O5})S`XwX7@nlJ+!tV}7
zUSNB^(xe_maLt_<PRGZT81Ez=5X9J6yl=bYwIz%1uUZcZ<_sAKmbcQ)a=2pFeZ!@H
z={cAoIx{+Y*w4SPoPx>(oqqcKd1HGU3WLFHZA<v;f`T3#9G3RXrfipX&g=A-Do?Ty
zO$%*p2eicY8S83V7H%{O3!9b|7tgqg>g)HRTwNZQH8n*yWMqi-qK;8V#}sAJdbV!S
zk1Co{RjLLo9O|#PH#Zzz()HmzO*?VveW<jpEy16idb^)EdQomDAw4%(+v3@o7y87^
z#Ddp|J)HR=j$2s6D7+BIZN#-uB|Sm^dR-&5{>pC@v%$}AbT;-w=L0kk6(fnsGvZm5
zeBaGo@q8ycOfqhMg84`>e_V74x_cN*ue&{v?K=3CAYm&Qd>=6{)?2U%ltJOvw{)vp
zY;44_oQ`G|62`T(LsVK_3~s5Ou}$Xfx0IGb`#!py_vU0lnwpweqg`BF9-B6=sz@p*
zC^R-UCf!-|tyKtE#u#Nl5Ln5}gbsB!cZM*4<sy=Fz7jktX#e%0BZl7M(+jhZ=Q7WK
z5=9Wv#}d6Ka=;)clTE@Qj1Qp)D?J%mRbxQltc$}(TyxgecE!^p{E6g?_N9#o)G*{!
z&G?JOC{GScSd;M_gN@$fW(ejw_)kjQL6>A~XUn?Q>DPTwsf{%GM#{j9#Eccw4&{3M
zA&W>}E}|Zjz@e?kk_CJ1F{U0`?3z(33mAgGOJGcsIme(B=NND878>J&+8{Qb4sZ+P
z0``F7F<fl9o=CP(W3mwzTYii1&xuW^ch>U)e*<HN$L_SMba<SEs;!1RkuRAifCh&I
z6IBXJ$wh}K1e_C(GO96LQ5puI-=)604c7LSuq@BCR8HKzbK;<Z!Og_$L`>-a4*Rab
z<%OozJa<TBYM#{64+1O+q|>ATS+S~Aq15-3WjKSGnWMkP7O63!sEAJFB4=%HFC2t!
z7q;pV@GZfHV5jnDXo;*`Jmd*xliL#1F^=iAZIMP~QyDSy^VKyL(Ai=Uf0PZeZoKme
z*CS)OaGD*@Mlb1ZXIXyS6%#n?I0h$M)Ib?cdYp`XXFzC?n2Iy%$)X7;<a5AsC`c<@
z(Cd2wmwj>5$;ZVr71U%|-R{Sqf+Mn~HCx6ywiOAYW}C~O?*2>{dJ*$(lU5);WOJ9+
zUZ|3q=;GeJOQG&mPWP(Rchv-Y-1Hys1SdX>5uH;0qR^7`=IZ&t-RPw9cG$=8ey5cq
zt0@N_Od5haeq0z3wp`hGGC+gbPMcWt4U33jJ)99bUcArYRs`KyB^=%L&tLj;`SX;W
z?WsNXE{d)T?v!w~&A<+BuU1`pk4<o3kDKEf9+J*DBFFwF)c(y^MU08kJR^2yIiiuL
zh-d40BNhVS)X5K0Z=VD)EtWME%Q_xk5EY2kXH|+Q{l@TxLPw@Xts3SBRC?3bw&L|<
zEz6hAgoN%-{G2crdV~1(8k2J8iA&1lsC=WR3Pst88NVBx*$c-KgE*Lp{>|5PdR5+?
z<(@0_*-uw-q4gStXHaH@1c%RDh%-e&6ni-4WL;+By%h)6yHRr^td*JC5giIbgUr69
ztM7s>pGBNAP702X@stV%qyrD#b*6T<0>t<spP$#aAe9aD#SQ=EAXmn_UwK17VVPIM
zhP^br!Y_q{h2`K(91=-_8}#5wdKm84sHzyV@dtlRBu^lTi10;7Dh^?1h^TK%vYncw
zLI4w{CW8W5DA>QAB{u1Sv5C|N`mI8Zh#02Ob;6haYTe=N;P1p544~`K0h&UdfKZK4
z42pntLbAt_Uzu8oj47mEF}w$cs+^KP7bqu=K2Mn_hMq)#@Uf&HRQO{ZcwdBoar%L%
zqTBS}zJ_XIm~`h8n~GPHgrsk2;i;w*(e_Vmk~x{Ja<^YMw16`v8OWErfiQ!B{%)m(
z!XpD);(9~tB`MI?k0EdUE7EnIn1m53hLW3Bet5(f`iyY++i!-znMMx|Dzrhd9s(UK
z2{sufXwDB}hr9$9a*tq)!wNgXd1ez<!e_5mx@4`@)rp%VYq$eEx7;;De#M?k$wjaz
zFd@3L#faWAFe$wTEsZ_ZZ(-Kcv(zkKx0N?Rg;uOH!P7;9HciUv%608m#xCMSTbRAr
z-9FbPx<o;)j#23fJ?SDp6GMbOxCwQ`ad^^^+vFlsQtizr&gV~<MI%If6qvhwEQs$b
z>vTR3A6(i(g$s_D3H;R0iR=j8(zdaaNR@(wERCGXzr!W~`dq7LOPsV&3P-lkFFR;3
zC<T$j8A|vAE?>xWPjUy8Cq8iwj}h&8I4_q_IQHo4&w$imMf?LUWWx3D;QDOJde)3p
zLT+41-#2sFJH~K^5yMQ+0EPRUT(6zYj7^+BR-7`*RPsE8xVWTqr3=c0V-g38RG#tm
z-3<f^DLR`h1g}{dTRr&pyI0e0w%&o~Q=|%2gLnS!@_H1p=<>Ac(7R8gjEUt1M2o-K
zG*wZVm1hd*#wP28ub#BP?-f2Q*HgZF=5VO6-sb6Y)R*iu{Y9Tc*wk7Y8nv_q7>Vz-
z{7h(ZXjrM?`00A8NN#Sfd}3Jr3HDvUVN0~*-?a`bV$UIE74Khf?su6Sq#L!US2&#O
zv}}0>W@-N!qfB=86;ogHCtdTy0IP=_Pnt#bJRzlecAKx#{u+P}6v_@L%#M&lv|hxR
z#`X1Uwk7D2Td*C7EaElJSk;$!3=gv>M4Pn63g6xYv6y@_(525Hr++N@GZ;|`a_oUV
ze^03tF=Ti=6A>ewx@X7}M2iDr_#UG*D2Lw@!^3ZPVWb~I1QTXs{c?HIfiKR)AY-DC
zx4SIA@=d0vH*-`Wfab0gcm2%!q?`WGJwY2|cp0%A{Y-v_C*;Q?V#d!8vPF604LnJn
zTDo{-c0LOVCYP5C4LN2%af<y~qx7r5Jwx_;JVqjAo&b({&P=_eaZ2C<<3as8VJQ>g
zIpElbx&lH)(f6b*ANDKfWDx2`e?zfcK2@p+VRO`PcJ67CI~VudU&=p@vOC+nCei<%
zWSgy8)LjrG@B|Z1E*dq`Kp4lYR~W+_+V9=+%gKz49cLgNLG8F;#YP5hOB3o$7qC{`
zxId7S`Hc(nK;S+)(2cK*65B+yuzRX@#B!@V-)kNp4SIqe3!O86hj(;zT>Pv<@CR&S
zz@j0eji=f;|4@UnGHxhgfo%QI&?f>@TI}{Fm2bk*Zo%@>1rqC=ocPTFax@z6wS1F^
zvfGp*$Q8bk=l(8}(#s1L2noN)A!=~l)=`u8bv~kCjUE2T5Ya<GL_rcS6Ph$CQ>Ndv
zlP~o?j{b-s&jyoNseUMAbC_SM%uD)-$!R1FsX5{$>3X!*t8&9OnhZg|q?b2pz(gD4
z_>DM?oOM8x7x7=adkmB)7-ke6&XKl=pYb<Pl2I#2)D_`Hk4;USJ^1JeZhnCw{A{|0
z#s`b)?_heXsToI3h{7O#x?%WKwO(g`l>Ms$8YlVkV!rf2%}kt}P?1;O+z4Y=A7QoA
zxBUqn_34;r>CBBHdbY+!PJu>s+-YN1l+bPc0tvYd+iv*;CJ=K2<pNtQQ|NHNF%EP1
zD%uC8o)hQ#TG`g)&CaL^f^sF%1c+kP-p#vK43;0Yu&Xyv7RSN#dn2ZsoV_FZQUW?_
zdmuI$>2s~UX`Ax?Oz{QPmmgHfGWVAHoJsqPw*pT6r;;y}1w8(Ij0t%CfSB$AE_@>Q
zm1!^#{A()lW5_d!KQylxa2FB~C3>z)r_4=0ml}@CR{FKg>)-2^L{0e96Ym;urF`z4
z#&2CXjTX<;a$^%baQ^5$^y)la=0i;_kEn^<hhyU9&lJ7lg3VjyP0ZKEo6$Y7!9H(a
z#AmLp9obV;>(AD@#n|uF>bH7(pf-Na)WJ^h=Eg0g<wQwmLkoeb4^gehD{YKHr8p%V
zjgK__OSCFY8r!xnPZkoV2~d_WPWUpfIy0ZR*u@d`n{;Bznk`hZT;;=m7-fa?`pEnD
z@592dJZIhYo{T$S8>$fRvE19BPf@=DsyxKU$Hx-x10^WbwN0G*e#Y2&eUoji=SYCy
zo$fbjbDPycR13w(983$I)`|3V*s7ngQ54PllnH<DSZIusogKXJOI`Ayp=TvTRAvy?
zwdKiDxZ2tH?yoz!E%@y4w+UQ-zg+$f78foMA8qz3boceROBelyD{9+n;h=9X!MCAm
zwLAAo5F`HO*5p}Y!hxt#pY;<=RJ^x-i`zg(H|^=h^%*kO*Ei>Y&v7|BvnCGDr6$w9
zaUjaIqgGg7SGN$sr6?>P<h}RhA!o}GQM_mwXHCX9f@9mK^>C>(yatOJ4*OC_o*iHR
zHyjx?7Ge$j%$5DX?9Y;PYo?E5+gkQfJvEU(>gXsrDq&jjdnkKMVJ7MRs38AooXdxA
zr40kamuIa)`9qC6LvE<wSkEVHnLUk`zYcNrlZE^A#tX+`pORBh2-*K?PkCYU-P3F)
z2$ymoLv%BtPH9_4rV;JwueWz<&VhQ8CtFkC;O`<?ZC)ok`J&S?)9GVOp@UwnM4TQ(
z&{CGWymMfo@Z%vLb%*-X<WH;=nK|k|E~_mEuZnw*8=Z1h7!ZPPx@`w~0_YiV-4OEY
zrXGT6L(Q{Vda#e^{sk=!@2uHqvd^?tNNiQdg~8!hqxi_rj7;FNowI$&dbDgCsor|D
z6?16pN=oiVJG*J~Tix^hu3b3?C63Eo-_Naws&CxH9A@qRA!T(pd8JTiEp8xcVFF*U
z#Ik9YmFP8mFvH0H_5N!=v1aH{=<CoV^6W;&pPVSmCY7KVa&^fc2+C11pd9iO*_8K}
zB%Sw9yr`Cpv!q^)iA}Evxw%pJKm1Mfi9|b^dZR)6n{^&4j`or>`b7h$`mb1r?d-GK
z>)raFZ$`2g5m1@xYt`$wFO+H+=Bw6rmR(=1Gh!dr2zef{uz&n!hS37fb-;ctHp`tc
zdU@x&Uc@`yyD`Ta>e-s*wz*(4njym!`!9T~72ShbA47CUWiXvIXqS946#`y=k7bm_
zD{Q|1H_UtU=1mTH?1f%xjrSgni!TPZ*~n?nveKJ_;D_r3xT7WtK#2ERWE!s|YX@I3
z=;Otojh7vdMH%xH6e2SSDQcxfZAvVqJ}^<X>MP9ACg6N(M($&Eh^l)$BxZD8Lw4-e
z*11jYNO_%y9`kk7vJRA{jrxpWDh2f=fjXjbviI1b=|}u!j3CMC72tXrk!tRBrI%85
zzlEA+8aBhOO}>ngRchsD>Y2oJi{ybWzj4jYwG?cw@2HH0mV@;!L`CO>Ecwh|k>PBn
z#CC_~vk;HiH_C>m_XjI=(zB0{vN?Y_k1$EupRq@FIb3@izC+9QnS+ZPK*{5l#+!Fq
z9W?6jAHU~xs*7mT6pU{_TpcXesSTUYtJaGpnridC&R0xq=6SrA>L!)=3B5V|uDC+y
z%I`$O3@f{uxW0R5=V1-Q=aWEb%>5W0d|1TVKD*d%KRywKulpTXba&SCr@So2IZO8c
z7kh8v)K<6l4Pz}(JQOGnf#9yiEx3EJQrrp@cW5aV+}+(N?$F}yuEpKm-`wZ<ZaL?C
z&&>M=yfbT<3|F$U_T}=+-WSxl;AmWm)nvlGM1DN<Z)PvIXB(6fw^X!P&(%iz8KELt
zrQDl0F(VFU!C1Ut2MN~<B)0|<@=?gJ58G>#sADpG``^8qA@VLi0Thlw+o27#SjhlU
zqsq_~%xLm0*4{28;%u19e(<DIO|2VG#J(__AA$1=TbCM;8d?|P3Iix?`ppk^+4Ni%
zk$*Yes{?iFeh5afibJ}X-YG)fkz2z8xfu7(LOKGA$Tuq9OUV&MBv*P{=cJ|aIqg%t
zad^+Zr)**%lY8x}Z1?)$y2U+Xp8sWg-dg?1XqNfV^{S1hc`?+;$Ow;sd-bNP$y-@o
z*IegiKc@%z<<izckf#F|A%ZpvMShUvVOEGqXzF|`#WZ)rTfk-X(@wf%LHR=6wTaQF
z&}w~MX@oe_b6gB77uQ7H(RdOe#*ueKlP&7FW1G!YwW%nnhsj#?O>1p|9=`ylkLgN<
zt_%*^0QA{V??$mW1C~zKq&q#{=>oBlTw`I+Fz4Z?$UAPv6pssDxprrG3b{>D`5wZT
z3xXpERGI^sz+BOeLDyr?ez8bN$=S%o_w$eF1iE=g7zTjOhZF9Oo@A3pv|wQq6A%Qe
z%}%<5Ul-!I;*rA2-SsZkWB}74Jt#}^!)PDH%_M@ebIvrJ@WrGSM$kB6hcVKFtN=wm
ze-=!x+1-+}-9q0c<4Zj&_vUSygss#aaRhO5S}M78p_!kArTU5l>^fc4%nZ6chv>kt
z*X6jR+9B<r4eZp@u%+Lz9%T*JtE<p4-gnuqQN`(H;6xJEm-JmrKCG8+xIEoZnftv9
zObk=+#E+j9CiV(mhc%~{GY!tK_eIhrwcACXZt}yHgC!JkRKGvIJbD?aJ6!c}zr;Q2
zUxh`N-YUNI(#<5;U6$ExY?BbwLYCg~>0B<_3EeY~9+wx>uU?b*zjVe^@k$ju4&Gl^
zmRLKyTr}9-RP49%a!t8?zN&uVJ#JJF99Vo^gc4BqpsCKued2Z^$lE%6Cr)9_77CuY
z9=&O;KO6hKJ3lRi&wU)<PHbVxcV3xgeyn91wo@4s@AN|0YF3PGU9fb4hl{IHFO_{a
zfIxw7AqD@f;njC_`+l|4=e=<zDJr-yLgSQP+I8~1rbA2%%!Q0dfHI?^Q!>x+OI{JF
z93&`POzGXn6%_+^0`<?ou*g6_2v)gFU#CBW6x0z<pmY^P3KDgXcPf{T?#cid#4Kx#
z2A$Q{syh-hG6twlBdm7DBDI>Vd#t-B^HaRVLA-09rNv@Joo<`CR+x0Ebw(Pg2h1DV
zyp5>)SiNv$7xXH#U8N*?O{nvrOqzEim6D%F@hg4Qwj#;X_{%fb!FdBK*N@ZocesL+
zuk^1b34=$HpuDSfs=V<|(B@Xfel{uKL{3vMOU`p!&e=%UsXOJ~*xkuo{x)IIhb>m{
zW6;aY`PWi|(v$5=3_pup3Ti&M?K5{d=R$KzxfNyqoP;yK;IY0OsKa~1whl8hik%}-
zKSf)c%s<=`!{phDD3=8jZlSs2IQ9_sBx8Ti6T?Ge;XdcWuk{ROh2*Shy^nq&!w-Np
zjaV&pr+-ZxtW|Bwiq-)NBx7b^76Ox;?UEayjJ%eVdkw37AHkI`Ij3I+u<$uXJ{i~I
z@RWV{g+=#{I3?qhBu%`t{??oc+JU2V^O`+rl{8cSIy1x7Ut3c%U*4M6ZBMeke!fLt
z1BV>vsogz7k?2}j*{Jupx3<H!narcvg{879VPSnxlM0fSGniOQ49hMXHx$o@nNU1?
z8zIL3&Q>w|;(eQBf4h8A4TsbP<X?;?%Lkj&^>(nO>+i#6?U8Wz1O(gQbGv!0PGhI|
zT(-AOxW$ojbG!<Rv#jypKs7K_kg~ns)Vls~KmKyf?H!9TPhg{alkq%yHRBg0>(qWX
z8Vnc*eIHq;vuJQ8)~lasvw5ISwxF$4>wtRw-D!Mzwb}ge>q+IKtkac6vh7e{X6wVg
zLO)3+GSKkdUZJbhxoo~KBUnM|*OK>yKNz;->2v#gxe(F`_lDPN6W{rVXiR+O5oyh}
zLj&8$ipXU!w(%|{hftm{8DMQe9nIp&8VqOYl?tj0%dt`inuD!orS-UY4YX0&w(+i`
zADHh=EvyD){HA`z(Q6hBro3raWL;N<xb|ZbFun!>YYk^c8E`3Vju@|ZNT9~v_3Z<P
zm>)u4#4zZ`y>qMF_abx3X&;^A4_Jfm&oZ8mPBZ;;ZC_G^?kffhWxEqopC8jv5*7+E
z{3EubV}s^FY+U)Ozy;$-0KUtCyYq}xK_zN}m)<4B*eZ(O^_0vDMl{8JK~b_ckZnL)
z!mxwlU%ap_Tk}#2m3I%I&H~eLsp~=;pFVpYz<p&WMSB@aDn>cd7!r;I@C1bl%RPQ6
zarm71k$D}f^g5NCWt-rf;1O-Tx~Ijr)q7iX$f_`<dPkgvUN^V(i|c|ljy~_yhdeFV
z#IV`>^6S$>y@;l=bv}<9qh8C1u_~SXjVChenvV(lL}^$}JQS1?b1aP71gti{d-CfV
z4CL@9q$kBVTFGVLv=<c2b(;@bTvy&oF$P@5AW}s1l9L>EA@A#Lg>%zox!-OPkra7h
z`{Y-rh_#fH3Q;2~j$r?m={gN1<lZ6e9YIekW7|pe(REqrdu}vpzatF|L?sO3oN(Kn
zE-DG_C)VT(OCnP&wI$?VT~(7acwRiWf1{w{i<ZFa@fjzrwr(JZG97@=Q*%C?py4I2
zEtY~h6JxlSaM0T0RA6&RL{!Q?c^7!)bScLj9n9!~G?oC~y=dmx5SC#(%6f8CTNw4u
zub%I!1ycSG!##dJ6uu+$VPK=r>Rjn!DbA2ZZo<3?A*p{dd^bLdrcg=mN0_%H<^{|i
zh@_Oz1)bNn;t%uI{YIJ-?K*2Ol<6Clu%7mAtUdClonkjcodmRfmU@$C(3|kNRo}VU
zE#e(BA({!Fl%3LO5UZT*ZB-VzSU7K6FpUDAAu&i_{g8}RRDgm*PWG{i{D`4^Nt}Jz
zdUj#yb3;DW@j`O4;Rr2J7m(<}fmQUqp$BJMWk3&?ncunN?MZuq)_&R({AH38ufAaM
zv4!PPrq*e^)q#0k+MI3nm8w5ZLi!gg;SbCO3uICryu1pDBR29AH$u(jkF)Y{XEV%d
z5sT9T*RuR)?19LUTehgqY-Nwz%ROBVb*;6_i8BT^6dwBc+%~?Pd!4)KKQx~}>gP)@
z=Ke1y6*h;YoVa;ef><6nt5NVi51Iry;zmuk3Y9KmyV&^iB4SNc*2dam@&OwR$#nMn
zbE_}QEys%KURSGS_y-z>XZqKeWMT<mL`Dgj47S_|!%6+~Ns@(=cnFfUkuGl<!qS_s
zHLJsFpMJGO1S^kIe3&3R+NKIH@D2l+jL1=MfO)|ok4kX4X)8jFwMFW{$M0_|+V1Hz
zN$ZM(o<`BfOP$YI)H|+EF+ta+wad56WN;kvDYodGz{lSmxlNnGM!%Xl%>1Z+#86;_
zEfn)XozooP3aJR79IZ4eHK;jgK7u6wiCPjG$kp}l7*A9wB51_GFD{&`<uBXIv(8W9
z|N7`t?lB;Fo2el_pQ@9S%YJrY?w!L*cOq#kv;`NVC^%ndO}LtK#lcax@Nh-9F_iQR
zIu#N$K|+q{iNB^g)?Q5cT%b<6uCU*n%X?s!6KT0Yc4S~JmFvT|u*j(p2PUy6ixk_(
zc{+@8T{k1adPkgvxEth6RY@Y&LA{$}cYGz)lQ$AJIHQiHn}cmmFj&w|>|(1dP*$_S
zPugDf9p=g_QVaZaJD9*+(7x$%fM#%qe3gd=93_Gi3}K!}UFVZKW5_sRoTtr3HHa5W
zX{^ktOWM5mSvr9<r0?;Qy}_*FccVsPmuU=>$xu=@@n>X~nIli0E-%I*32=jB`-v4M
z{xx5`OC6{i`$ZZ!Vx2JakjFQ&Ma_(wO^KCPLL<f>8}x^9P{&2i?j;ivHg354@duFD
z;V!EAOmo)d68PJB%XN=^spv6XtgYc(P(a<-$J<T`0*Zgu@x0d}jPCalkK2?apv04C
zkrCzaw3lGPloEm!^WrzHd9-c2nsInBWjONq%!0KR`}}qz_!pK`IjBoZOY)~#lwAzW
zVOf60P5hx~XhfmN95y==JngsliBbL53O4@sXdV2Q;}X)Ug+dkxc$)N^Sny+%40R%+
z2(n+d!IAF_2ooqb*Y?FOSwJdU7Gbl7C7<1Bus*(XJ^LN)$A48>L>bQ;<qv6#@k7Cq
z4j5Bp5=#sW!4iXv?Vw=O%%qDj>$j;aj*0pRh~4p+(?$(ymcNfhk_PBN#=f#@!glz}
z3Cs9lf{dLc0UxH2_Rgqd<q2rlE=0b5BEx+3E$X^hY>~@$rR4#NbI@C(0r*<wN5Rw{
z?O8C|#q}ZQUf@&4(VuDIXLjSv#%C*Xuu;S;rY=#?VX<jIM}7gHD~BI{x10qwiQh^H
zHNLC#@B8)X=u6jjIoOz0MOk^|0Ss-fUxq<jo3#$P;Q?0N5})r>f$pq8r|2LdakmbC
z2)VSmTW7=8yxG_4osnryj!FHDwT;(&F2^ldV6fRu#8}p?jGrvvJU3Hj*GkJ!HhS&(
z2jSypl_Kh-x&CjJKYC}F88Ef72Hc53LSjhJ19uI^-8LAL7NC!<2V04Z^V3R0g5dlf
z5B+)YOV~|^luTYt;(4~y2;3^*ZhvhR;e(0+_lbhFgS*)QdO`R(bpwNq)%Ow&BnI#`
zxBAKvWAbL*nLUpYA(IQq+MV+$lybQrqXX_=58?}e!or3i$zrFfFpHd=9CPKBMIv9O
zIcqOD3me3FZD4{oU7f70y;Rkml(0UQlou61sL|xh!h%bR%1B#H<=k)Ty8}Ex`TFG%
z<J6V=2ZY*jps1%qES)U=8&v~P^cf?(U!Misv!zvCz`&kP!uO;cTu6Gn+X~x`;`QFg
zf*t(ac=~)1?V&J<CZ(?&HFg2g&X4cslcMi`!}&3&m}W+|${3Bhwg;pH-b*&XkVm{5
z!UZDw)^=hMGB$`9`q|1wd)^SE&9kKzNusK&d{khXk<H%6l7_In(zd1p(2)i>*u>Le
z`5_~}RZe+lRNqiyOGYt|OQq}hA^rYdBFxIX)YcrJ=OnKuZgQ3Mt6KU1D|ra|jMn+{
z;QfK(rsO87ds*)V2TrYTVzl@~{5o!_yBt&8bu6=EbA}C6gX*)KY8sjt>GFc}b}4W&
zJ@eH&yXaBL)d^rz6pDxYL4pj97x_^m5JYZV^{WhTE4oZmVt1>)H=JvVs<&ZZIScL8
ztKuKJ#-7fs(zcdYC&Fqqb1@2VQ*V@Yz@r*8QJ4H|Y-@Cm6?@^;W=c~2@{F2~TK&dI
zPk9OUxvvWAfi05cVPbq<_Z+RD0%hK4R0ArShrv?S`vXZx<mDJ0R=!B^5!wRz2e@1?
znAQHWa7w)65^7gsadUc<m5mhZER0QqkKw)QKm|R+r}Z?dcuIquM$3bPzVS~?gPc>d
zoKtR%JxxtLP3~biZK0i#;ly+To`si-75&5$O`ZCr_D+uOTXr(06b_q0p1F?)Vv?n*
zG8jHbd+2c_l}p@`=w1%Fmy1;tl7l6d1p5Tq3}y#dOmcl<hMVSY-Sv{;-VP0iI=_eo
zb#Wae!%0lb4|ffI5!3Pw5M6mS@+8xNZ?M?F514Ccr9Kz}NI}$2%;)7j93G`^`spuu
zJknVoN4)JiRx{^F6yfa9Rm#R1{n$EIPd7t*K@Zw$b}$=X+>yo{@Y%qNbvvgDO&gA@
zVvL_u8rMf9^TEl(VNK$FA1F~Se*EyF|9si#V5i!CNj^d}dr!-Tf#1QPB15-Gvl+tN
z*7v|!Ljuk9M~6$E$mD!IO>BQHtObSPV5)|*NE<pvCA#MxHlLuHSz?Mo=9Ynmqe#mi
zjH*wnGr{4#lttt0D(ZS-BfCUdOdOMYxkx88Sg}F0Vnl{rIss$Kt$?C3+ZtUxBWpb)
zG>5u;G85&rT&v=8>*8_;rzsB=)lpps>()JjWQ%0T3Mbbrbn)qlsj|C-$q&2FE=`y>
z<!|Fo)^d#(s1IS3{unLwyVTqlTN}pWCyNY3xP1^lvl}8AXgt##_(ZZ|XpD~_EDZXo
z^SU-`!wNM@P=(v*vbD7`FQiNTM`9Yym5aGg4}-!lYC0^_Qg<4xa=}dSL`5hi$nZLX
z$c_$6EHsv0227kO?(TO3i44R;6oJgKfk{fX4zY`h@_s2&O6*%5B(dLv8!q<I41nUw
zK(sI?v^rGQt00irK7l2wSxIzL&%R$;3C!ApA3YY6nB}rD(vfDYlvoZ1zNo(Pcz@)N
zI3(ks1u`SWbnM@Xn@iXfDl_Mg5)=<m9|?r5$7OZ`iN4O(@CxE<{M9e8M6^W=q?A~S
zMM@wqmLy6rae;WodFu$&SM>1>=h|RZnr+Up0w|(Mq7cnlTl@JW6X}Y8JoYWYv{+d>
zeoo=<pQ`}f57HlYpuH41O&wM0hWmx&dxFLBDZ4bQ!ZM?g-RDnw<aO&TQ<6@M4p-B)
zo42F6&Eo56=0RyxgVWqv(SBDEg+7f6cEtd(=s5+giVwRqm3)$^3w}NjL52w9yx-JF
zn~bnmWuK0Z`WI6|LchZxnIjjLr3SvPY!)$p^X0Q_Ik%rygbkeEXJykgwiKs@8jEYS
z2*aaY2B(7eOjhl!TXjrQKF2j)z|U&zC-`Sdz(d@Nc65-6+mZ^9gJO|YcrZ(3&eOR7
zz?v{;C_qsKu<OH|py0(9<ud_6)rU`zz<j~KOb`tH#|Cn6F8mh|G~cf3HMbBz8?Ge5
zwg`<6M9sn|I#t$Dropmqh7Rx}>k*~`?U|qlUJU-@zztYqTy}DyuBZd+yng+d_k$Xm
zTPJzl;TYUP3FMpO&i;{M#dKKF?~0F=ZoX`F@PZR@rQ6HW7d4?EkR`F|kbwd7I;61i
zU>=7Nq>R?`q^6MvDZ}F2?DO|%vp@kAEp>TAKOWWScOBq*R&_v%tcsqFDn(OMGJ(*@
zA!|`t!IiE2tP=LY6<MRf_4lc%$&N;aSz(k9^W~LIRPU+x@r*7LmU)2gr4Y&<M}Riz
z+!wTf5+i6BgRT|l^@*;q8O`mx1XTp-j#|i`g{39>l7$Y*Ap$JsZ-iT&Uqq*;a=+mJ
z0EyWkbk!+Lkd@N=m0+Ap!TA{nDWYYolTwP^K726^v7d}}`{=s%O0Yxb@=IfuyDLk+
z$aRvA&4KUbPB;qYxR_zr6a}R;s>>x!BgJR9=0>`(O3Lp~zp(ZMd%Y(DF~cG%V@Qfv
zx}d6N&ZF%jZ8(To*$c)5K_jgQCZ47w{iQoE6EDB-8O!EcH05>{PWd|T5#$<LmqRfv
zcWLaZhvdd#64dA!hKez|Lq$v+i~dAj?tVNQ*mN_28btaESt7d0YdRt)Z=J$)Lj0b{
zA~O*9)4L~fcyzpjc?L#3f_48TOUy;YTKO1+pkl#jOtO{}F*Q<82HX<_11efC;t1<e
zp_dkcp95DuOagrruMG(hWGGS7fNwC5&1AZ0B|<F@*Vhx}AY;Q}78nK0<e=<0@?5dQ
zygEv>b#j{M_mq~H+Y!i^I+9%p<hiP@pVB0`FJ&XiqhCY%p*ji0L--tyzolS>`jhBf
zbw~rJ{2T_{o!nQU<mnxIuH&`&{vD6t7U(Gp5nMNZ@>@Po(LsI0t#GMdfYDhwW*K13
z$Ub$(ypa(cey0qS^I{Qz0|5e#l{S{vtE`us{2Q6u=0uMNnd`mpw(u6)9w)wxST_&W
z89kscI3Le7TJ@GM^SQ(<Ry&NQ>(wo`nqlx%Sf8W|XhR=3pPsnb?2@s0eYjlU(xGLF
z`fzhN-c)gYINq@A(H4AQNPYZd8PSPzGQYEReN0bPZ{{;}w5<QRu_E{;*=AL<d+3On
z$@I8n-Efikw)hq%%+0asdv`Z^6Fee1TR}PJHvy=AdA3w8EN6syxH^9^`(xVs75g_M
z{7vCeiuv?Kx_|3&N}xf*;)?V9qJjZ?sDeYxkcv%BxqiEM+Mq<>y3M27bbL>`8qy<q
zt#wu7)ALQc&t{Y)iTiFAB8e+mE9rIj^dFP_Ki7E>j8=-VL-dyPH8nd}mEH7(g@r|!
z)VhGVLtm9EAnqjpWVXQ2X+t+oIQRx#hBCrZu<Fg<P)TL%uK?wvyTfI85WvZ+<LZy|
z{<$6jUjh9em$UMTWV&n{CEsJh!2Y?u6(S2m3a>q{kG}yRO@eFp(98a7c|&Q&6~{`d
z=%DrbB?=;>uP}cu;VFbnu$qUU$Bi%qte5e{>(34U*ts1_tI~8Sqzwd|=^SIB|9ui+
zGD|omV6i|(t4Ag{yIiqB@XrmQJAc)O(&kI}reeh)w~RMPh<~4i43iU<25UNfbVWc3
zs60!pOZtyJe=@_;L>*2OTMlG_ALBjz;QzWhSj?bgnAjl8QL_^gnyA79>~f5M?D;zZ
zCRXZtADwec3Ftj2&;dnp{&j(1c^DaR?M}4|My%A-74j_NKlVJ8g^{83a0*Per@?C9
zB3b*3&(IgyR4}0Ig^T%SL>bEcd%pvyZTz+8EeHk_-P$B3&l4N8Y9I0CFFr$G{9lQW
z-z-*2*^2Ss<lv5UtBx)b`2A1eN2f0Ym;CjW(8ms7A!!@jhGG19;wW89>`1)7r6q*{
z+de?P`{ggGOsMME;rvbS1Hp;Vqqd)k{HY1ivet0taDTILkNmeL4+1gzU+i+Xq%Z#m
zy%9`i?!U$@_?L+6i{ynr{>?Ko0fa}oz|2mOKh;oL(YjmxAM^wygff=L9>hO+C&g5Y
z+=ucvTXO@y>Th8>zW+-<_KM0H-uzA91boZH30S@TODFsDxM1C2{}Sl8OU%;}B42dG
zzXT^xi=+7ux-Jm2rsI^5^e<&;oT4IQ{#$yHByiqwVq<H68ANVD-8$Vr=&}gD8t=R}
zzW-^2lnDz6oBsm9{Lf`hi2bavN8%;=OH(hWG<5$#w}%Liz3H^|{L4BvRZ_mT{6on9
zPYM2?5(xiaDgpCn5F0=L(!_*{jZIlu86NY;7E{}uk+i{&DMIW}PyfHzH<KDjlr6Wa
z>OAoWv5<GFGaDl`lsBY)1N<-MidPKCTEP_Y|L}1E8T!W823Vqy|3z(4)FESu4A4Ic
zG*~oPC%&oaGJ*eaVK7LTu(q8HEjd|qSn2^kpaDP$xFSwq4fnT+e-&OpawRlfBlZU%
zOTPsJ7$wZ|$~x9X@#Qlcn||z{KCH&!64BDWSGo5V*D??@k)Up<#qIxBoIw0`eP5Pl
z{ot{HahdjhY_YAq*~CgRhXQ5+4HGF=*j2le&y*%gic(Ap54w4NoDH2$mF<IQ;9_eP
zxq;4EXS94psrKD~B<oE*yveWJvH9E5GCI9$`O4oiZ&I)otluF!gg9(PwT8%EGgU6H
z!*`c_mpWYtZgqHr_jI-=y-~a92f1l`e-Jmk$W9baSc7@P9mnV#>rD5k&mahBFD<X2
z(`umqnhY?UN#z7VP|D&5ETzwqV>jf0_>Zx*INj*m&2{aXSd{|`I%2)#x&4zXPTTik
z<CO>b&30an=7`N#M~tiJmvMZ$qsQStlb1%Dn+cdv^&7l5^1Yi`dEFZ?bXRAbZ|Ljl
ziJT}SR6Nej^<{N!GMv+Cgv$CCD%a>|k-tLL@8@b~VlctSrxezt>nnyQFe~olEjda+
za)_@~wm;yk+(a<KyT&ETvR|;4zRiHD`(-5hA<xyjZWo1C4pV5bK!`@q>{0arpkR$j
zdp7?*q5X6)6I)m3ae_W(OKRC$G4ZlvW}RbumO8%Aw~Se@NW^J0d-{x|=%j@);Y;w&
z{L>asmj-PKHq}T)*r5W}oMSB=@+K>M%v&&WX+`_`7+g+*LX~+vI%)}EZ7Av1+51t=
z$=ON2wOr!3YNw~aI&I;-kbs+l!vIESe6)SVY_9~7mT43!Du=ZYg^AndCmlEtI7RAk
zNEmL-0_`L*3k-}xCD(f^Lm64D_u;YJGEtye$YAk#*_T#@|E8s0Ao49Q1+CAW@*b}-
z8da*cS!$M`37o<ggZ?Icxk%)$CjmPJ16^6ZFgejzB;4nnqjU>j9{r?!N=^mOPW9g+
z^FP<&pS&7xjbq)6t8zcstfx>1?pdn0*tTw%zow$SI<I#6?K_!BDqwlz{`n{Y9Um6)
zwF(r7p@?>mN6v3OTaiAw7gEPAbV|15kkhtkxA9iS+N{U*({ZDH->#>{p(B;erAmf<
zlgsA&<W~qSSE8<xSzuAXt0*uE2q3kH1OgyQ+(^AW7;%kC&vn$UwU*W$UnBUP<<@Az
zMg5ZN;gVOHjJ%MOBD-vBcoc9RaiZ3@Qfpq_ORME7MO&f-93Z?RQUh93kJ!sDU81J(
z{gSnPCu4krAJ$|?_3LSNPF$7Yeeuiqn$<qC*v^6*6G!^-q-8|kRg^cqafIWggq30|
z6(G-*Ob!<dNzux+7Zn767$favD*?Z$xzR)kvouL&e{kuii>l4@4`xiA3)dlG4sxDr
z=K}@mVLAV}3Y;za?ak(}%<Ix@*iBtMrJC=PCM#CGi%VmIBLk)dG!}r-_1-xpo(Y8>
z;@J~70Pb}85(lDuU4_aqtZ`JNhPw;Az9&1BqkHe8QgJaLj_7MB?(s}_bx!F!)5RU^
za5eY#jQUcCAh{m+pN5M<{3zc5A-GU&pd(EMM42%y`HyS$#K=}2N2>wzl3B&;?D)@;
zv?@L?)qJHgJXzo``4rxJTGmh4j-ESb>_!PeuPyepP99Evd70E2bQoq+9-xa2vJY8h
zlu{H+V6t8rr_kEO3m}?g_0<3#HASh#Q#E)$+3(za+u(S5l=FG$#@a!m4YX-sd3#XH
zx(JNO($J0$J5sna>G9S|#W=Uf;D6dQ_K_<vc7rc8iFV=ZoFrIb6@!3*_@YfTu~KAV
z21+uyg^iw0>PfpDTD8)w@zETIlQa9TV}4@@PPW8whpy`sv?$wupheztK*_g{nO|$P
z-f!mNtR?S%Xi(!8wz{8XI$+~G^cGG^anPheVWUhU&V!-Ei%`+X0>1@Cmj^I4@+F>X
z4K(B*^zso$A(VixGh!SuX7Of|6>4d_8;YK@C0G)7LP?y<^RLQmzG{rpCYV&beG<3(
zNLop?x7csaLn}|Id~bLdiEcQT#Q0xI>xCf)DU3KoxK^7`ss9XGd(~XW%%gH2b<h}G
z`8Eh(!Ng26FW_^K-)_6i;j_4X2PN~_&k3M4?I?)NSHUmt*gkahb$@F;(LA-|`$pNY
zY0(Yfx_l-7^hMwH?z?re`uJ`xBKNJnOvth9**bhPnx;xi)j+q>>`LiW6mRyGzNn*1
zFIF7Zrze+#DL2w~?MgkJ0>On6t?4xrym`?QIp+DB?$j{<ncx|5e}_7+%ERVP60!Cg
zJiS?^>tEa+^S+&Gw9&t9SNJ^U*Wf*9(X2Ltl=4c0WpW$O;hR|)?(&UItbzU_YZb#)
zP3&t~O2b=_orUI~iH$4uUccJBq?y`?!Qvlu)T_)F^V^}2gxOJ{^lH21)Up&j5}J=%
zI%NRa&k>f95d%h%zG}b$zqhi1V^bI&zAeemPv<fkGtvpEUfdbisJxP@_`f8W_sx>&
z*)PL>rUifI;h;RoBykL()Jd4;BfLvLtqE`$QUXRv1w=Bvf%*$^bQuT(bFxz}GxgK`
zc>mDyQwSu&W{x`l%N@1DvA5%Su30|I%>iOTi??5TZk#R7@MI`eGRs*d4r#^IJB8rN
zTvgx+?r_rO&{UxQ+oc-X8wLH#HUa~&y_8qgYB^IsE~w=^T|fTnpwLxq_`o2aSDi4#
z(!p2HN0M@O54&GhDCbpKf#F2YIN2d@=fPc5P1v)_zVkFUnQMQ2*zdys({?GBk0jYh
z;WP8YLop9sd~-(9MZN91e7z#Bg)pdVi>te82#&~GL=WY_;7Pm9mN^!2^F4kQQb~dh
zt?TAEWJHDRF_~qrGVdV1S3kJeeZH=PT2~O;Veq?Z`r@g7fwXR`<AF^5BrPX2R-0{K
zdofM=#}0_g_~n*sbxd~%gFLsL%ZlUPOm8;(@a&l^rxGOpxH!;P$Tj_C$w89%-p({D
zk!w|kGEP^sjmIUp`puC0Eaq)o$QysUPt4{-^;sdD?)@5mA5hC`OM->GJ6e^-e+(rx
z2V>(j@_SEDXqdSn7J};za1q+vE`q0;f5r3)EbtI>r(I|TYcJmCF`=s98Qs@<MwC#r
zZ_W+LFpla_TT{?;rc1e2g@3L82<>6VN=aptMVn`V;fiiWXtA7bYifck2!8u}J$zIT
zTt%r{yw#x|jYWIc{Xr$R4^d|uV)y06xPT4lUUFSF6-4Ikd*o)`jb}4@UmGZ-(R(zv
zga0DbXm=qyX?(yjUR%8~<JI5cQAXYT*<7<U?RJ6nnXA^bsfO;{S{09I{>iUtq%5)|
zP~)@n0gKEls7U<wd~bacaOvRZF0Jk?O?RbCnhUdT-H>y>4z8uK?3qL`d*6rl-b#ep
zv?;3gUnugGZ{LflRtF`jG#0YNdY={635|r`UnkMWy~>Ug%~Mm+5adjg$6&@Xy2t~o
zjMP3tvZ4NLQi;c<u6ki%S<I3)4&{51n`#kK%Xu5`;#PAWm*>HY{_qE-UsjHf(YC!6
zBV}Wyo`jhIp7ICpz+$h%O$h#Y#Uy>1*;N_G)ynSf*k)m&I=g1KN!mxW>;)!PgHtos
zZ~ty6*;bX<Hn_g3!1IB^33zQzy4>EP=K=$qpd^)0P(hUHhwKNN<=eA%y;i-B+L}I-
zZGR@>o0ft*845jFFXd7`ot1=40BsB-D0uY7F#<<C`8iq0c1u;3gMVvt-+T4g(`9%r
zKZqj}0F1|FehE0?K)EQsS0Mbn&D}AVn{Q~lmVfRc(j4kAY-5|EAG|ZFlV=hr%c;*F
zHG<`1X{;ITzeYW&8BB~%AihzW+d^eYkP(;=q+BE}YN;NqE!KBcrkc;Bre-Mz>9W|R
zaiP^fh*6xE6%+?G7eIU#B&t_p%Mr=ngR<qCSz>+pm%k^V^*emp4aQn(OygVJN6L3L
zSZXO!=56{!%tWdp<Sm`fT_G2LV`)s(AJc4NXV~>$9-Y2`^|kKM>yyFmTKp-PY^}{T
z7X`GLcd|=AR+XOjyqa$6Z)jG%Zod?Gqx(y;8FyBgHeYL#u%3$X|5}kM%eh*dwn=E-
zet3%R4k#YBY>)UfV&Qu3=<ea&>|USvJQej?P4rP{d0+}wdtbYafYxQSC5|;G+tXAO
zm%^x68MbNMaE1H#4DGrZVnT@?|4Kmw=}Sx!DIed13N7lolAJvM0$YWJCqNDOYscMp
z8VA^Jd|C!psX$UI)9}o8`}W&Q2>YoijF&?;smfX{?`N!(WCpL+)4j>V199b>Eft^U
zdlPA4Hi_ropF&K(##hBxNK8F`v5Sy}<DeM$ky?R5e`Xhn^Zf5R1duYBeFwj%0<1K9
zf>s8C0(Zyy4g3~q0T~B1ApxxmngjKtx&^2px@kq23>LeIl4=qkW$zse(7{aqg}=!2
z0+uQhex!?48QW}gkt(o?;oP0WTy7~tj=3huJXC_G(Wc#caY)V$MoJwNt%ht@Y3vxp
z0bjE@&mC7hb~_!Mh@ev|FZ4E&3SU_(na!oALQjTs8BY0?=MR%`Leu09%#Giulr#g;
z)Q$wH+i`MQ?`;P@Cm1V@YPX<E?z~#|iDC#A&!biQAI_-)Erx3Ko~BjkmR`|$z^eIW
z=eM@2o@_H0@M~V4b-*`U?B9nt#4!;zv9~=)55J-Jkw|qXtSOlaC<c$DT|M4r=8Wv;
zf1|19a)htRb)!iRjre$IXYI|W4vX^u(|Vv49!ot2B=2wpoX(*9UHw7x9VZPV)LiIK
z`AmoXAfwhRW;)%|ulP_nBoeIQ6Yr)8csSG~jBHge>mT!kiJV7*EXsNp&2U>r<%<GT
zj*yP#idCCT^!Dtr3z)TThu0#K=}}5#Rv5l`l@!$uEFEtzti!>_I(QiPw76YXN@fMj
z-OibNE-PPX-;C-sCgNgRmFGKod`#h+ck?>HJHbVUv9Kz$+`vzeZt$Z#U7GdgSw3qO
zO+!t!D6RQfp1r4@MX8vo`i@?<Y+6=myadOg`!#Mv+vQ68<;G3fRn)*L-4qVBNAS~q
zr~eEi*0YCw&YYrh^P>X@KRj8S){Yr9<W0iZgbrF<N&Di%f@rH6o}hXTL{ev)GfWXE
zLwTsn9=~mTExqBx`5g^gUACwY8U&E0>gjKco*m;G!@;GWeG0iyu&LgF=x`^PN=5{Z
z^b%4j(ri{*G|F{;($Rp<-CiO+MJ5E{pWDaAr^=jzL-ppctagV`_uEpLyeoc4&2mnT
z@0>k34m;`LA;tr~XC%p!@t3U;v&TwNMw91;h(dNrS&?VF!dN3EK<AsL7NvY>vP${3
z?^jx_LR0rZdA2f>vPo!XWBdkDG|yx+o_SF4Z)wf65<?<yN;={srTyb=#&A?m)0B6E
zA_b7fLc3(>$fkUH*wf8Mv*lH(VYe{5S7L0C0D*pIjLLg0t-YJ&xTe`3@gO1?m4P<P
z4P_YsGx;O>{aI{3_H}Or-t75wsrI$fXY-lBrfIJe?HcLUIMQR!1RUuzW}J7p_D3S}
zJdIXuL=oG#bLtxuCQh7mC59OxZsd80zXX>RezdXh-xu-oebjmGU96HSF|RTCIC<M8
zlW+Gh1td>?%GzF_@gTL<&>XmuQ(?go8J@k>@0al-Q`C%)bG6J^H5IwZa=4QPmZ~A-
zgBAKo-%uK`eaY`;^02eAig|Rx;PpB5y{x>-))@Z$){aqs*t~>wHcQKNfn&DSF>BDJ
zYGWG(7D(~C46lO^nx93}1W{^3izWgwD1S4HhN9Q*zH%iKaDF{C6`a8>)7-)0I|Q{>
zQWChvzZ86?9r-YX%e34VXy&AcN;svc@Ig$ec-6DJu^e4bC0)x_&*huVJbjt^wlnu^
ze0hw1<OH|K+gCfzyjQpu0omP$0%)T;Brc`;#=WJg9EW-CFjDXg<O9SJ5Vqm0tpgl?
zoa#cW>BXDH>B{f`mv|aIai;Ff!dmT%IA@ReN-h#Rbfo52gvEmD9;o_UJ0lepbAr};
z*%q&48R{L!hxDp?nCG&G!tAFQd~+C4U)7o8>{+}eDswc$(4XqcVZ2E0q1Ipv8!QS7
zC<J#5LVw7^HFzJg{HlWTl^Pa@Y_PI#sCuR*6AdlIi?#08ZQ|iTaAzI8YE6ObAdz=k
zTZ3ocU72vazFuDnJp40`pVRW_!|Q3mFxefzyEG?_Bh_)5C~c?bkcN2MuqyA_EdyIE
z5q+ZsA+_uwMY|s+OQ+ly$bJQ!Ek*$V2$;>!Q5nj0%ch=pQV9SoeZk)IY;;fiIavaV
z-e{7MmzB~9A>x{h8jt&nBiXr|2ScA5rWr5%F(TZ&%6=a%Mepy!_PJ>+<+THb2&wVa
z+pqR+&uGI(fMo_L2?XiddJ_GULnbV?@|aR#DR~R7(s7tiUM`)o6b8l@f?R1Wmlk`q
z7YMy@efzO_8N=gv@J&soOW}GyrbAcH88Z4POba}<N<EV^Quu#xn<nsv$YXiEixLDk
z*s^;Wopt*=khuQT5}0G=gXJQUH^7Y7!d6u&sf;(Ov{)aHcaz_U2?A8cFj6vP>Y_aH
ziEdIET$$S0y;T#>94+lLnQ*%~_A>36Qun{OK2mM|%psTSYw$c38aJVJ^;Sno#<=9z
z2v`&`qH+(m3~53%-on%wtbaPhh)!=LXM9x(rzR+Na{mi_rF+<K4EOJ?B;?$1tI%(b
zv{B6~i{<^kylg_IYmw@itoEsj76-GJ@b^h?2~cD_+6EOSGbeIItjv=d>7&Z#5zZ`M
zhd~2)i|jE6e{C24HpDfQtKv@dBh%-OT<&mn#BWnSZqx{wivYlsa9%3IcVXqmR(H`N
zGzoB7&0w9k)8FJC_j9FdFKf<%V%FVIz4@)^ub*o_ja1Y&iH)E-ZOS`ex6r&=Y-wLO
zutY>#=vIOB<_%d9WaP$5{cI!=`lx@pP8*d;C#qb+7Ov3ha-9xg9!bHwG0F*k$CJwx
zOjrdV|CV_TG2iL48q`rPF>QMtHWIx9dB-yyT3~2(cdy&<LFVUp$gJ^|{nll{8<jnV
z$05)EYDOiO|9>e{ktwB*dY^(CJb!JP&$Q?dRCpC&Q^hAj&GGG7@8aH<RV5;{<T&f4
zxFG$KAspLQ)5hPc-fsyhHr;_98WXcju}-dj{!ww8JhK5#;PRE^vki+L85pVITxind
zSG75+{h{2`-hbviFSLZdOK|gN`Q3V!b@0K&Z&Ae(aBkB^14?-korBJYpS2&LU?h7O
za(&BHlhS3SH|mFxnBVKzs7k@2eOI?<B*7|-d5@;A)UkG*t=z|SPqOWPr@I|Y<?-+b
z4<EDRQ66Y>?{qY1iCjU()XqxILAD>Sh1RlLWz){e^_&wYO2@S{5yPGa3NW6AZk6JK
z-Y*Tpv!R>3hqZ0RT!ETjBv^!UToi(!GF+>u=+eAkAQgms>MC6Q$r9#?hHUziL!ube
z9FMS$Y6#0>tu795zc;Ot<vc_O@v+MLF2h@$#TSx}Y&h(6>ttS8nTesq5XWxvnDb5M
ztPo6gpu!Y|0Hllk-cKG{*7y2axTo2qRJPQfJMD>)V^g)+F*s`|t5!By)(HM$Kx4Xu
zQvt?RPdCb1p2c1F-SB?x_=GD8O8*fn^}g}?&_Qjnk|h?&K)1F+=@=YilX0=b7-2Po
zJXMEWqe^V|wh3Ut$4VIy+T=EQQ_mwPl=mhorCgPt<B3@ly^gbPu$7HF+1-!eXhLH*
zHi%bM(3{`p2JRsTh?zcf8jdeR34l)Q#s4Vp+O^r)L{#U^{RBwH7}B6@P*?jtY`|<0
zO0)y7b?bDn**NeS%i7!4?aTQxhC=YcaVpFByUXbxI(kQ|PbLjizwSeu`4L03IZ@8X
z7V0<{1{7h(yl=o#Wzqb-f#j(Xnpd0+JkmTcxuz@dbmSu(%_=zGX)&qfJlz(l_L%6g
z@8YU^B5v+SLg+qG%W<?%m*bQ4gy{&?Cw7$HPh2@rx(M-ZRr-gRS}#3%TNgdf+ei)r
z$z;L-`(*4rSCxvR^k?s6!0g&8s`h|AY-IXbrl$Tf;tg)u7-DTH{;WE2rt+;2L9O$z
zgVYv&@gwJNP-sKCbv9-h$@A*V;SaDa@`_ev3i{+H;7I6qdsMu2lPnbM8ZnMl0_~S~
ziHIWcm}W4JgY{yU?bIQkdYVR^X*<8W{YR6}vfRs^%AAf+zTQ&e9Faq|fI!$ME;qK1
z5o7pvkUnNg^5W=RGuJ7n8j9kGB^BfCBM=*OdLQV`L);!>T~$)j8AwxL<FMI{V6}2R
znG}AN7TXf(M)dG8;Cs))L>!v|Hz=A##S2RYs#y~Z6Q`#Scezf7R&4Q&h02&6Ke&1D
zlcf<T5keK`XzIVdUTnGXXR3{RwfdIXp+Uvr%0eEs$K?Z;js7y(fV#<miY{n<g)ei@
zD#YT0y!&%0VQ`T_^jE;RE~rrV03|)-<2G7aKBIgwu&}=EN4D{JU4$7!Ql7rsS4~-J
z0Zx)O$sFd6bn0wk4yTLlut9i!^>Pw<Qbgn^D@i9(VS^~5_fUkgz(l&NSX#N}TT1fS
zAX1t6cU1qL+##ska4IT}YWmvXsr$e75w2F9g1PVY0?2IE;rDbc<}YK=U;}rt7!~zq
z<(t##J^7azzjt^q1M-=;eg-z#emP)g;(ze7!hg-kxLVA#DXZmS)7+v`a?#bf-^;dJ
zn(=-rsV8+Z+%hK-Z>SX-(BcDI*)d>>qK3c91Tny-%3Vrsfkvk4$0}dd8nU*uDrt4!
z6jaAIFZDL^y4#QrPL?l&A+ZT+$t>f$SChk(?%x8iWN4MY-zfoYd^IO$aYN))3v*|_
z=E=8ibR^hZiUV;Yl8KGv8$a0}DT_^W^hUpx6EA$uG=Avt@?EUeyHzq}^s;b#?(r28
zEM}loa5^VB!izNo#p59l%V;nWBM=OWuEI)t;^=Qo=p{=Z<f6YGajn=|%)g69N^_oe
zSa8*BH=>E>Wnrkxj1Ry-6i+uwAYvVltI*%ahX0w7_g{tb)hu1q4#p2<T)Sj*R@jdi
z=954b_+8Q)2tAhIso0CDjyI#*t(Jv_MuO&;mFyc**Drr`<USnl_1`?3jGvo+hukM2
zSHU^XE60E1WOUW*dtZ2!VUt@y^1eNXxS0YCG%7nu#Bj!v?)9w$y@-{-A49B5rFN}3
zg442ZLLZha?-D^x)X<{tV%JQuk>9?bR>B;!t@YTBf$IqIc`8Cwg{|iD);PmO)3Qx_
zM3!^3yO?nRlVJuetB6fCv1e^3T2gh=XyKcQjOIH>t0Ies1y|>qR{rFxFsB?MY!%>n
z3ZkT0hEq!PV67yYx~zp9q~^5>*1**3{n14n|7q>!8mT9w!?)E5j2hr>xZkI;0ZrpN
zU&>lk9kMkbsfV^-x~MEZ-eiPn#^N}K$*%HytZe0w5L2fHcc5B7@A1#?CcQTK8c!)v
zj$xqzGn1=Z4VX=0FH29D`2@a2rTi}kx{yp=%Ub6)K&qdHH7jsF6uWbH;^QWm85XaF
zmg%!(HAH7urVPc3b>-AQf;LXAuf98O^a`~$e%NfxvTWuhb!&O*Y5wuyLisZR{`tAL
z0q2i^^&QgMGM}9nQQs%Q>b}^x)xbqNh153lHLPDs7EC@avfmbUXQ4H^qxZ91XAH1y
zD@zL{y!-VvUc7f{SR}>=8Dfhspe|;WGv^q6W+Ur9CW=$en3+9PX%c|IyeU`C7ODR@
z!S#l1N>e6~tIksF4$tyiO{h<;%cqX6c^n1w8oy-V&y9-p!787F&Dr*FoPeuUFY@6`
zgRCwdwq#q*2}**j;Igv0r`S5@_Yb(!5)`J_fk{>o1p9HhGYe#NzNS;Fiuo042|e06
zk4zM!FK<?n?N_{}e;)5P60z?mok)1qn+^nMK$cqUjyk64?UwTnW?zq_eNn4PpLC}c
zB}U8X-16!`#9mAZPbXGMSgcYJaA!K^ZCZh^VM67>&IeXq*JR+wNH>luLIRhs=-#u!
z{YPGCS999WWv315Ahos=@LcmcLF53b{~?cpT(G6kQjw=r^7-#nSJ{A!nd0^*=q$#w
z&Fxp)aP=Eg3wR{bg-NtAHUoK2yOGcc4F#R|VubJ;MWe1Qd<})d_$ZVs>G}#y4|p3V
zuEOkERJbziT~Za`Ia=%ta!%fZGfmxcdL=YC3ndU`KXo!c^e#Zdw=K0zm#`&XvM6zi
zH7V39=X0U>ghI~`I|u0*WqT(qzWgobCWqk%xFD7dH`kTucJJr25?Ry4_DvxTkqIZJ
zrSsdCZXAix?WTY#7a<qr{0?G{>J9aG$6ih(IEOns`xmlJdwSK)kp|<Q2$OPrt?RD0
z-9;FR4z$W|d)fiW?6V}CYSz7m>p{HjaOOIWon(-qiu|?~r-ujiE&tjr`gZ#CmwsSv
zgvxGwunx+;PQ^g-r{AGu2!|a-n!qaS<9i+AKF7ms{<(g;a}4hCmoFDRXgt>8EP{v{
z7WZDR9Nd=8>p(Vm$8@!+$Y-O=(#;Lq|DRFa-P<@MpEn*tnY2aFL}Npc6C_F@wrRkX
zk4%Z?GTYX~0pIj;w^w?DphJ&ib04}G;eE4MoN=?3Zg|%h<BS;p1(|t6RdDq#Wz`*5
zXI~1MPduZdq8$w+F>TEAqqQIiic+6r$1}47O1030QOhn=iw|LqlIwSy*kirU`${%Z
zzH`*~$<ELgeK|a>0Beg4{f`6rjbmWlVq3}=ge-KaZ$9zXDW~s9i25ct^y8GAkCZZG
zH$KTe>E@TZDE}x=QARiDyLeexnoV}^&HgXTYun$|0p&kqY&>#!#&wweT%a>xN@Yyx
z8YQ5wK$54pLU(q)8JW+UUN7Mi*vp6qwK%Dx`w7vtHKGgN9m&`xw6x$fvin`5$(c8K
ztW&ml4K2sGic@!2_&3un32nQEj0fc#b2l{-0ZJdEIRtIpJjWmGeO1K?l#n6InPB=p
z#0*;a6M4VGm;;;2GNIBGk&RExFRr^e%a)%Z(v6Gx!5NZ@mtwB`B8o@BXwA_mod{M6
zHIgSJAv^Ky=55AVX|mlF^zKAw)R|zw^CM|{p=SB8FjQF>^IFhqPArOXzO8G;x-N>s
zGY|Vuc_#QcJvZ3w`&kC}V!sLB;01}&eiqux$09Pb@=iUY7ehraUNB^>QY>G*84Q`L
z?>tAG88wIwS~~ZDy@cl}X8F%y`F)C=4EX8Lw^6M$O=~zrY5H>_-y&Of!;yh2(S||c
z8H0}lWKapa*P`b)6BNvG*`kL@9ng&H^%&3gRZ{*(8lRB7`<-q^|8`@8)A<m52N=-n
z09FRp%cosIZ2Sl#tRHU|3-FLALb^B#{M2gCE;H9-F<AwW@26`cXlBFL3nIQ889eb5
zeA61@)1np|f>RQ>vA!{otwaii<55f$HB8sx(b3uVuRhkQIUWWDJGWUEW5%g8+N7~r
z=dsCu44OO@<cMJ0$c$Z^Xy>PS<@B7&vbSYTI;g4uPzGKWr778$>3elFU0Kqq$0GU5
z6#;(`-sg{Yd=hQlVwTlC_HFA*PEgu0w3_KglY}T0C+{;`v@vIolT_->^4)W8^v3#9
z8*8!G1!p&V>vD7J<3+F?J#9N3wRkT#in0;OGhLg#`Ong3;=YWL(Xl1QkpRWc=gGPD
z%GqU)Zk}o<@B{BOjAu_d1;zfUZLhgAfiiPR=w64THtuvlF>?)jX@L)81+s>#@r8cA
z+i;nyxpG#6Up__A_QlqBFZ$Y9pks`tZT{YxEcA9ZA2k4_5(lkjPPCxKz-eBCiI@`Z
zvbV3}XvgVfHfQ=zIHtYTT8^=H)|EA+6Isso!kW_@R<?R&CjPKld-qrd4}`H;ruK?t
zLYa>`G@7tQ_haDPcCRBU<T5qJMUCH2pyr1i9478I(d?#uadC%Br@NW{$$CN*HqRQ(
z99DnJ4@?n?IrF5K^Id85SJMBQ9i~hrO;y%#5~sI<g$#n@wOk95tCSdMu`I&aoCw0F
zir?1er&|rnC-jVT+k>ZhK8p3iQ|n>5qLLocdv3xOVfG6_Yn=TdJ^c$+z<HrV(<qIq
zxS){Rh{uS89L=t0LZAnKbWKjh%TQs)N)(}4Afj`9iHYDb$$e^e^y9cg3g@&WUL2iq
zIeJeT?MakA(E!bVmg6~eP8!sv*5dt-qbLPTsTa3|)%ind>?Uh17Nj^Md`h~zCY>RQ
z<pZE*!Sp)El~{jS)3*%nrWU^r7F{Z)QbN|Xita7g&H>5#?Uwzq^X%rt)k1BoJ9f$F
zkL#hdD0r<^c9YQ*fvuqLZi5^$#%)(lIQQkh@T%V=4BeV9m#T;4mw&kHDfcRQf-928
zw<!LSO&dA9H5kl|U1PRAQWc->VT2nO$g^l(URmn9toot#yzjW(R#*C!O6X>op5Pnx
z&NXqJ+17?HD^obH)W{0T=ya7-qUSP+Tcb3dME0(E2vN*R>0GyR;ws*j>HKbY=Fs#$
z9X`I(;U2zw+<*?+TTXwj#MM44-_pM}*jiYfzUnG<P^~~ZtPZG9>SUWW&m_qZ_`ZL;
zVLOzfe0gSQH_kt5yo-|3<QwlpF8~>AOg*=d9IS_bI_kt5`PeEtXsy@4%f`X$ZgDv<
zAGJ1e0U!9Vkj?gtf!3cP*;TA{@4IPl#?Jra-zS=EEy)ya^TNV8;4WmO`AC15A#r1D
zg!7oM=ktQvgLpW>Smt~bUcSbkT_v59m+rLcHnw^Hy?*H`Ge?4fJ3|tN{5*#H#!r>W
z;B>&&%YTAtP250+#@&gCwjm&2RT}vpV36MASH{$DprB=~>&wvWNEl@%?DyW%$wjR0
z4HO9%2Nkbr>0xrjD0l9^cl;Y1Bd8r0XY?&5^cGy8by&neVKNLPnrd+-G^g#m&aKIq
zom}*&^yhqjvuKa`n}45c9M_`uDK9`_*_+>rk{p=XCqK&Dw?rNadW>7R>hr`7iK_F6
z6}3$_{yc@2ay0ghlK;_#-~2fEl_)O_ihCYORO~}SqLj~UI}0|d)j64VnOu<rrBxU!
zJU+%&i){u*eYfuKidl@cCv*At23`NRd>E~uWZ^rMc1Q25PaR+n9DROIDBk@4u=iF`
zacxWgDDG~-rEv+;xLe~Mf&~aJ0fGdV;MN3!ySoH}OK^90m!QGj<@VlZ@00!gzk8nU
zxDR*S^VB`Y8e^@JS-+Z9vuf6Pu-Fo~`fGm9dA)A;0@bJ7+H#S7O#wR;BM(oz|5=cN
zlp=#Ao8Dex=fXB$|Ji8x=;8?<Ux)(o5=gD<)6Um>m8ImNd@tIRSEJcyQ_bZ02@Lft
zs3-q3-#uNX+Wn7e^*ibRlUdy+zeoRn7hsF+{~vKxjE52k?H^^jc5wewO|q@EB>il^
zs|@p$+yCc&pm+}SUjqIsf&WV2|H~3c<&>vshKc<1I>)~oW`KbZg#7E^(p0uq0{FWf
z0SfLXq?_hnRmO3$%P^5pzYzoqhDZX^8uC{r7MS;ris+vY9U!><cO9XvpA6LRCJQJ(
zG%BcnS3nZIDT_k;=feg_Kh58@oAvF~|3);(AF*I8-+v!Pp%rV&BK*cHUokz1Z~Ci3
z7p%LE{Wp7ma6>5x@pgZg2L``orh)xOM-3$_q@(7q%zF3hQ;2W;%|{d!gqpvLV<k)Q
zW1#=>5bKYYn!gH-eiFFB{cbdZ#_Gp{Q1e$wSq#+-%D_J#hW^o0^H-SVfGPy@ySV`h
z$rK4f&0iJR15s8%rvH4{4QZ<R`v9~7o*eq0n)<IA{~xQ-Q5x*z;@tAM|IPLBao1iB
zm(n+o!xohie(&(m19{8w+xi50{u0y5UV~`yX*1B#e6ojaSA~X8Zn~Vc#^#5{4*=Wl
z^r(7vm~J{``2myvwyT|R96vPVEod1++>c&jB3S3i1ad%HXdq3-$m98Na*;u@=JW--
zu-x=9Xy|okfLPJrCh&*3VrJ4&nek7|Qs<dcF7_j5(F8i6igBZrgmS9EfD<GG5&gme
zzs(8Ev(8T;GBHcH>$mk0K@F#~;VO$5L8CjF!4EV<1$nnL_HTpEL3bMsQK_jNaHn)n
z6^{#Kw-qi57RPs>lc${c6naV-rS^~2KY<{$+eN>)xFr<TJVGfiL0B(>Sfpt<WC$aI
z`Y~r4YeSqe7h+|9*?hM}Q@Use&c~1EA&RZrc(hdEf*G)H2hiHUuc?v8%g%HxabJfZ
zVZsne{l*Zlx}`f@76|P={ad=qf6%_kFNQBqL#+`S&A<>1I(XG-!T4Lrfkrl_&S~H}
z1)X#qn$-X(d4I&TJj`t<4M<}}H0TQlgxQLJ(Es5JKublj=10E<M*k}a`DT=eMG{~!
zFwMJgY;rjNe^?fKctq(}&WRnsH_k8Jo>*dXr@pb5*`!%0v@o<WmK@S<SV#$ft5yO`
z^HFVU9}MPs<-pJKuDKyMHz3E^)9dB53sbnIrF<-djF$;cmfo*j0Y>4`j>60SI*orQ
zfz8KfTYg5#=NBzUq-fj2ans3<T~Rt^JXiBtQJNBR#plbd*l!|__H)N8hzjz1Y<HQr
z7n#DHeZp|GKWF107n9m5Eid)K(7eNd&<+gyjYEISus3zsB9-^SOJJ?RVKYGETeC^m
zgcA-@9gXT>ruQ}E`iQW~%1VVqR{a(ajn{-NEiJL+9<sxm^qJoB9Xq3$Y{$b^KI?CV
zErlK)FKV5g^Db$pYYHLV{K>l+7kqP@SaG4<oQ~cQ?%%axi6}s@{x5V5?SthN#iU(i
zbyrQf??laG+vCuG|6XL*&d2j^M$5os8-Iq3nav{d6Uw8JQMODVUz{=wbOM|_Pce96
zVj?;^x@{y~;WKGl!_8`Eq)4O75pmPiTLd1j^MR9>+oCve25jWem(09_@*l1s9G6D2
zlh+2vq7vjd@`3n^Xpg86{d@~L)sg>=ua9RanAB00O<NsDLm!v+j8;}wj)WV{SN-81
zla-B4uR<t1y1|kksId&?vNpuDhLxl8hZ4ZQ3Zp#_BZQr!g#?{T+(PfNL2v22uS@k>
zQe1;-T%E?X8$^|oC7zTnU3J8vBN9xxzm}vr$vlEEXgim_DPBNU)uI)ZR|3R&{#7}F
zEvmBGj1mi>1A6y#qw6wn^=3wk+-MJLgcyrrFPKoLy7vK(R0-A(N<rex57z06T)5)n
zOnF}1l-p~Un@BB<O36IkwU>2Ro}fUFslC0`7SDyTdIHus<*~+0=r_(o4~}fjVp>$T
zZ{v#!<vwGId5SDFM1OrlxKEU==4h+-;YJc%fs^XzlMTWtGeCkIyZqbB=6s&sxflg4
z(PC<bM3QEQa3@DY2#d-C?csT(qjLO2e~m5!%YwW+mRY#8xH6SX_fT%vEFNN+n+>{I
zb)|sM(%B!DHGk-7OV`)8LR+Y%7b~$PDlad$7@xJ9UndB@u70LNk#m$5@-Gg_0(AqE
z)x7^<%zwE$wajX{V|TYjL3sEfRFu`^8;=+c2nHwH8|NIw$fU$-0xs?8IbxP6T_P{n
zRVCp3nULG=uga6F_6`ozam8?@_iBYWcMF7`xZtyRudOXHz&|v|MU_K}6oQ_-Tz|dc
z4nADO#nY(Q!<9s+&ac%tLdPD<$+bx$nBjhBpdhq$6oO+E$a%^ZC!2GHx=|hXw?$p(
zfS36l-mO$Tu@e<%x@g5ntdBNjEbEF|%9uWj^60f(kew8|3q-b_-Z#7MC|$VsKm-|S
z`I!m(S#!A~>V1qs(+-Dix5L9BXWw@Wjl+J*b8`DFNtM>;QNauH&_e0riV=Ot#cNzs
zwqE<3Ol^s&^@D0XU%D-Bv*bJV+iq!71(bN>oI*UVI4wpiNN)S+GorrUC(}#NW`}8+
zHqlhPu+4sq0pR&4KQ#yW*V-hz$n?|nd_j=X2v@&+^<97H{CTwLB<!KqJ4Lh;hJG3z
znYJ^_Y~A4h)WC=%?If46sN(m!=8RGt9W74NULeo-dwor{DM6uLz{mMG>~w0=!rF<X
zGm6E}=Ij$La@HFa=_2v{0hpqSn=Zje5eaVjT<pP~H%E?NGSAIcL`=l#7K3G8pYpbq
zUss8)0K#2fL>D8x{SuTM;5LsqT_*SIP4opBYwK0k<ey27lD~r(iuLvN4}+~nHan^<
ze(kNVXWe7072;INch1i<lwl9or}B<zzH(pIEC31AwR-nW=@!!xenkC}mlO<jkVyFY
zhJw#6D*Jh5Yrv~8b@xp4B^iDd*A6M45H=1eAmM+n{nTCgJY`kDz!gNtXIDI%T}afl
z7taBrr7si4ma%G6dRv0I=gaPMlF~fovo8ag)ABX?=lzK)v^l-@CwAUb)60rzj0jf@
zOD30K!g@Q?13ZYw_;mkkLS#`&*Q_JJmfn2l+4-v1`YA!_Ooac&a~9KB;q~quum8w9
zUs|J;`>UOgKiv1Hi#>-2D20kKU!HGl4hcry><a$q`;+Z2U}x){JRC+rk2uvS-)~Lv
zJ<xm_$3N^QX<Q6iMVvxU!Vmm#jK+a~uG=z#f4RrMEUGetPD>Zku+zq{2cZ2_t1p!P
zUNcsQf6+ib;G_A+G9q#!fp?~D2i_$`)^2&_!yXz<HU=Z(p=ac-4Q<=&9bv1_-_tKj
z*_zx*J-mBbSB*CD1zKRqZOR$kCV}m@-U3_#)3x9nkGw4RDCfy=bWF@Rylx8g3<$y*
z)zg%L7?e|Xm4BS(f?NcS#(ZiB>7KM-pc5*j1g#I1ODeNhtwzJXvMy<jVWQV1zV<%f
z<+}c*Iyc_43iRgHig%7c!#wnQ65Sj3yY9&TUiJFHYIrrVa>!yI^||p@^?`ClwDD)p
z_cz|NWRWbaC&XM$mc6W)&PNa94G$~`jpKz*Q#vmrSJ`&Ml0))MhtFx1w$(O5ZRQ3i
z<48;V0z%rA)xO4V%@sD5-FRcU)B*bWJ|0#|7wf8hRMr!l54%3IBBtc|O`<~f_7O9*
zG8X8Vu1Cui)t{rJ_;^&04z_)KY5iJbN436|6_@3Yl~y-hysS9CdR-=cS#<H`(WdY=
zadt81!y#9Q{xaj8Ny@YijvG5K&{iHq@_dG$AJEmcBEzzHz|<HV5>hhatrF9|bbuH<
zR$pFe4QQ*`M~*5X=0BoR5*Pa5x#!w8g@EPye0J8SV;DIq!y$Ab31+t>x_u>2Gjabv
zUES;y%?H{~H_fb$G!xs;_phx9R6J$9nI9srhn$d2;6nL5GC?RrUu;PGtE!+~u7<i2
zpg#mI8wFnSaa~mtACzWyQ1MLNc-VDxiM}j6ewN-H9!Zsi{roiRmz`5Mclo|He7UkR
zIxNSneA(yu0)lfhsvDjlT8TP_5s?C|pQ|K6*->}_KD1RcAAFu|p2Y*YG)%ZsA{=Zg
znudT~N}6~tCAnzN^M-4_W@k5v#MG^5`a~op^_4vhpH~D8BGD0Y*POa+w#C|dS#{f3
zt189Xbf<<867};1O;;B7m8M8J!Xe|R%+=7;Ge;YVturR(M=Jf!G0RxSoe>^95X%^`
z(4~CnlsZrc=kNAknRgH3tbBF}RsKa>p~7)wYHp`4z?k3VB1gi&oflD$T0t`&v}ZzK
zBlljuFKA=q^TUnZJtUReEA8R=@~c4U9nsHpA@4Y5Y`NGfD2D;r-0J1dHIb!KgPlNN
z6aD3mc6lZ1ayrDg3ib5uGI=>L-k^}OXkhqxA{97%vs=|Wy<UQVPzb_MWjj|>_v`RR
z3i&|sq4qXa0C<)yaO}<R@X%OTDMkZune^UmoEUa2hnS3L->P`NW_}-T!Ll`HSDuCk
z@Z>7Ba~T7fKh^uNu~g{e(p#e#5p^7LOtWD!zd$WBS21^pNwx=6Gy}2}dQT{4RLhj!
zEs`8W><QK>=4zeo?3E^1%2-S+Y1QZJFs6Iuvg5`0LTog&!YDMdM)5(IT4)%F<caKa
z@TaEb<^eh(k4wqw*gfp2m}dUR1@)a!wruv(C5zN1uB&!JqMpVUhPtmU2=+sYWZ&uf
z596v`+Pc<UYYBhkO1f5WnDU0CxW2I<YLOK+c1f+MsvKpZw{e=CW^4QvUTv13?Ka$8
zt%-gAWRb@w&4`*u9k_tr11tUO7jyOMyzVP*PGiRCZ~CR8mb0&<JsyX_vX{taG>jRZ
z-itM3ymkfHAV~LiuIc#B#1TF(4}tF*F#*+!=R(>Ic49d6ET-JSHM$Sa_AZxhUreA@
zlkDe5Cn+NRX$GycDi!F?ET;Fai{V7!P*=k42Z92N^YgNPa%dhb=v309kE(#?aI+N1
zO&0&lta3r@A~W=M%fhkGjRiHqy~m+;gLc<sKo&XM!FSQ~Jebv(JwIqrF^L^X`&rNV
zOq0d5n!<L*a`6Ka*)r;fxts<nybd|1ezx#W>Z{k~hk96$19ayq+!lsyH-y_<U2r}o
z3K`=*fEeb7=iW2By?nO2*|#pQL{irR*d;SlgXwrvkClcsI(=Ra4V`;d-6J7aG|txG
z4c%|&o+mw0^|!gL>}mXPuimNdaU9V|-({V*`i{nJIzT!psLt{w9V|n~LAt%Q@xk#G
z39sv2O3rJ+n_2Yk#+hyrZd=i{yDvS`ealy?J=cQn3f`++0(#o!ItHm7vwHOM-9KFr
zAzQzFT4g5};w0Nu8lxO?B}+^#KrZ!l3F7pPqq|d<M=TrAALk5XY_`CX!6WKJmzqiF
z%HH#<7n2ROT!nAuN{<*agIYyz8NDZ8U8*_b9*y8P7W1aP{v47HpUbb~RY-vuhqU=W
zz4M<L7q0SnqyrYi$XM()+{S!*Zk-3VW|0Uq@48Iy*1Dh7=d5)pv*W=srnH?bavr)v
zhmsCa!<!`GC(#bHIl@kmk+9XfAa8_8V|gy)E!j+NmJl-X{j#iAb#)_$t^h^Iwh|8X
z$jFF&rmE*NDc?;lH3b=r6dFym!DVmFh|4$_1H;73igim>2S@bsVFZ1HjKifb#4E)1
z>v0<E5UB!n67|h(Q0VZ{)CXX+S7x%|#(o!+<+peHKRLQFoM9Kf;1GVc=tZi;Cay5m
z51K78%a6-6d-bl~6WdTum5qbl5M7Dp>@@F=2%9^6On9~hYnC-MeJ><D3)C#P`qFyF
ze|y5r^Ayl~_{3hZjcSr++BfSj85d81Ft<$BrVxrlz@(9ImiXR1=t^`Fjths{Y7FTp
z+iv!PoozG;o0_2ft*R^ocH>F%5AokI+MlsG4@F%6)5UC*&NmxD*FzRF*qmXD!SRW7
zL01MpOPP*?S-ek2T`4WIt=b<W!i<deB5Hn=78xN{ff2am!^n(3b*Tb&D3ec^jp;|1
zEy4#l;zA#&6u@Y6J`D})UEJ1a^~NIwV|CuQU-4h^K3vS&32U#37`7(0xmSLdtxMk2
zA%;Zk?^tXgg)BvFUAdB5#TFUZxqx#}m&qPRy=eXd^tWND_=vBVxVg7d;3W$Zby?}A
z>nh2g_9?qsHY-i8Q(OhqffztmESm616&(24sEVeA#m-zAQQhja70P?v%Y}lR9?XiK
z*1&$q^_eJR9P0h=56f07i}%v!GEFy&o8$V`3vjTF2{uBtIFKxYaTXpUee89QJA+WC
z4d_;%0w0adw{btmY$ytK>0XEjBi?_onZ277^!X8Nd%tH$vBKIa;hzST-w3bWw*0-;
zZ2-rCh6a5qrQWau7P1wddiizoSif3Q_RZw<gPx`YCukl&8{{@I!Uefp=ijl#pXt_}
z030I&E7|*K@#^@MjN6)*GYQA%+ZoorDt;CGE0Xe>2nW7zOcBu}LNUTe!9DWwfm}h+
zdDzyUYB*TB@i0y8JxHtQ`1E+C3#;EMt;{G-MEzth?2SBn`Bs~Bs-i`BVmCm!%i|b4
zhMOHJAIfI;#2h_F4sQAK{P60^+@MptC&Z_Y9iy*RXW+Q!W=0BV)P%TEU1(r|Gx?5a
zKEqR)H^{{F31f0B2`BkB?=HTjavs=uSSy6S{KoWa5q6SszB^#L-t6lM@ru>%ml2D4
zf?Mv7<_eMv*VP}xBG2>le6DSa)lw8c0^av9a9-<>=cka#Un1l4b`C^}T(6#QFS#C4
z`swJaQ@<O!y!M_6;m{!GW#aHnf5QH71cPEi5hl}X{*x>Nuxz3{1gNnXLM?)=33K*-
z1HUGyq8Jk*YG3mB&aU}x=ehjZ=Xw>6sf0xzx23*u?Wk#0*R`d7w&~znw|s8@*wxOp
zt?{#ghFOY+PJFz%*=$m>c?t%<0FEyJWfUz37}~Fhr3ejzgN8$b8x%t77eZwy8qP74
z7oZ6POZXS{JlrhMD<2XfiSxsCQXG_qlI<Q|ocQ=yWQM*7zPy}#Zf(sLw|A*P3K%Ug
zn30p~{N>0-i3`o1xPzM9?{&gf`jP_hRRqzzF~qNA_5+XiEwVlJb%=i9aj%nmX#oG~
z3;`)!@@Np?CDgcJOxVm?)c1p`B<`i{WON^tR_&qbVCW}<vNMH=ZA)w#do0><GDCwT
zDJzVVs%z<knX5UOSf|*!$Ilr6tntakO|=We_FvE(rYyv5aAY@GbhX_ol|D?gNqTav
zt<icUEV$0n8@nHup4hI9jtrRu4JU)!!)q~rp%zFMXx$;&ntlAKx6V3J9ReFftTbTO
zIE_@PwV_Jw%DAp-rnU{0ZWW$-dqWzsS1lu1v9_0k6_axz7<DlEd3){)o)>`PY(lji
z=D`ZJT7Ic$?Z`VdMh{6E#wlSNX*&L5b0vG{u%DPU_Gv>E5v}lBV`vjSb$ZI?+W1~;
za&h!m9Q+|h{{zd4sobwI;ai<_0yH7avOK~|DB{`{&efKwui4gR?N{3}-$c@@WW3eT
z3K=q8hdVpFQku1d3|JE{Cl<=oYQ`hl@Y|M{P!t5xn-VIrOe1cPlb#_`Aep6HmP|14
zO%;qB>xjLDzZ2W=TT>(aCCJ{?zHV4gEd%GakgIy!<}%W=q94Ux4g<udW=|Z|G6h_;
zv{gJ?hd}|czo{Zb6YC=@g5G8#-65`#&VEnj)woH#v@y-nlw~OTAqV^l5o2sn$jo}D
zFD_M5n}&sjKdf0O^VG1hLWqdSszB*0Bmz4b0(WxMu}SosSbWwZ3L5amkS~nCb+7*h
z2Sh=rIofo_*(nQ>j>Z5X#A!cNZ6O%k^vq9Tq0Vp732F3%at>UhBvZRQ$j^u2M}5vK
zRGg!3H4Sk%M>D0&ME1!j3A_ywzLFDjVB0Ed0V0e5ry6SfS+CG9m~Il<gP;PE?N!p@
zilq5rkV4L1O@D#rIabY1FVU1y%s#W2V{=hOcpy`xdz71p626|x-t?4}osVoWb-;2H
z$y^&yfmhUMTk2KW2I)@hsymiUR<DClmn0(Kl9XLMJcw)jhb`^D5Y{4Ta=A(FZQlPX
zR3S@G3ukIRWyWO5+a(#@RaEh!0_s=HVkY*yNYH@AJhC%aBR0}vqWC3PFLN=dBzJ=r
zS@B9FB%ut&)v#OkIz9D23ztF3=r1qVSd6xhAgP<q&CYZfN3%otxL3f70weLU)xrRy
z?^X@8U$~{9l0#+l+L?^CU~nsM=HlLJ`kPr_GBJEKz5u1jqed{bYw_8!dc)oF){BxS
zq(w((WXox$=xA)U7grQjRG1)MG141~<iAQVWd!5j<JZ68x$%m3<7FYm8Abp^r3wx)
z><m7?b*e(Z!R4ChLnq*<5p_Fl7Y`8jXUOgJ@<|L=wrC3*1kDGtBt`}muP=C3F)dE(
zZ5g6naCV~z(Pd{BekBvNZ4?OK4o3SbKuYfpm_T^7lI72cdfU6v-VtE%S!o_R+z*SE
zKYb3`d`iGM?Y%X7S@z=B^!rMh(5G`ZLOqW?8wSqFz}$=1Ed8?cR@BL9fN0}-+ZBIq
z6pJZwZFtyOqU5sCZ-<#|z>6|b*A)UdjcopEF1T@oS723(4%B{70x>l9r8pgM?E&?m
ztpJG<w-Ut+t9T;59c2DMjSvtEH$Of%G@8zxdiv_bl?GL^z3bL|q`17*0cpT?v-OjD
z^E*CMt5(*_jJs!6ojt}OkjPR+c3Yc)=+Hh3Z4oTDINi9I7$S{!RAdN9%1~SyMsZT%
zgk2jn=3i$$S6&!sW^dmwQEO&zDXyB&H!LklIg0+Xs=Es%8HsFC;gsxu17-?%T-E2^
zwX=IT^aj(GhQBo;v;Xa_%mMS(#rxN!K%A;|gWZQFQ*r17aC@~wsQxPt0bS^QF{LQ5
zVmD017e`BRX$emm#FkmMv=UeQ&{8aqo8y+AU+J~)bg<rv-z``o8M^VL!X1L^sc@5z
zc8B&KqQS#A&z<+>j4=J6QVAlE6<#vZ%bF279ZW&zGrN+Mx~`0ju6o&-QwISC*uunj
z>km<=2Acs?N8Hy$l9Z;;cWPYO@I(LoeSdbNLkBy%A*-&f5B8kzj}B|}j+{jsDU04^
zQStvk;1msoeg%OS&aVr2V*k(#HW*J^iUo*$0L11v4AhF_{{tUJh&ZrOxs@=fa5;KR
zqi-O~pnqT_zg}D2u^Rq~Dh0_nEUN%=-{d+0O*3l<0o+XUqgQnuLsknCA0;ja>hqg<
zu%c<}&8t}-C2TP|WBftNH@W?w+cr$*I}kyKO_Ck%#gl#&Wm|SO^!jUIpH+$U1&j_I
zdsf+`GMM96B!2Kj$f@-oJs)p5^yDdtiwjk{y1dkDk6exevsj8?btEW0pBH}!+OFB1
zQ4{uf<TLx|OZWgoY)r5UFN2wkg!&M}M2(w#@)UGspbi%W4h5l<0tg_|74=sHz0wx>
zgFzPz7HpW))n@k#HVPk`?37<rMVJ;HKcv5eC(U*X|D>u=rQXQ;G8BM_xfe0JFav*}
z2PN$1j@-IX1s}fOnUgaxAjh{jH3iG;`(-Yj7H|h4q)%x_><n-9RYWjUcs~ekKJgv&
zKh{|{Q=E97v=$%k2Ep{svm%75cF;8$pV%DO^5e%KvqMT43s#cpz<Ya*b-kzx5L!Qe
zQLooaHj7xz*|%~-oU#W!IwbDZ`KwkxXX&ABitjom;+<9em-|JXpgw7YQ{zdj2CRNi
z_^E+_!9Q0P2mr5%-PD;JYU}Q#P4i>QsS<2v@;LmB`VR%LkS4tK{MGh>Z?4K-h=~aX
zRS-u^!`}I5u|<%Eg+;t<Hm`u`EmKk})U1GBS`t95GNtKMOXe!-3n~k=oE<aL6pm*B
z%hY!&T=!pVT$L)If2^v%?0p!d_+sRMNy)ypmjB8hAz}CGU{3sy^d%^pZaSp;Jp&PQ
zXjr>{B%E69XZ=7nq!O%C1dewVHH}3F!NUlQz-a#GxYyp?|8$ShvVI!f0Ei8(x%3=o
zo}5gE!CNi3lFIlKCb|)2g(;ezG4_(`{x4G0Od)e(NXl!6Ay(8fn=ZBen$nlL1BQ?7
zvn5d$$_{I50t<{IY4QbGh&Bbb_8SOd{bd&r5^T%UtS+8vb@=;BYchVyVr_;|ml$V-
z0e8Q&d-YMx%D^Sy{kGwLFQ4|r&rf&Hi!7dEnl^|IG@%Z^ur)YTrIIhC3|lv`4ya)i
zP@qi#fM}R+p;8c$QJk6?__Vh143S6SFNu>P8|!(1G|=9v?Ra4)o$z(vhqlK^Kzxn{
zLx5}qgz*#1+p2QWHG@<$%>J+=%CB%7tim}=2qg@Ttw_VJq{g2?hH_MYZv^{6I}fm}
zhX-RfbLI=MRmOs$)Z*a^kwsyCOoM4`F#llpPlZ9GbnygjaDBD=U|oF(ty4*sHYb~u
zk?~#)6|Z%<2r3k+$Q}CO6Z(cusIM8^4mVOI5Ku9VB}NCpVXO$7H|qkGR&^$BXWq}9
zF|_loQILY3otwwmrti$8{X_atd%mBd*pidG`IMb<RNytf;JDs+^}U7&5cG#r{gXjf
z5;`CsS0LRP^K&1xFVv=&k1zsah+ZVAdr!gHC2bIto@zts1v#>$<gu(Y<m9qW0eQW-
z`-wZS&8AvXfMmL14F={^5HrB4)s^>e&HT#-Y?At88f8?8Kv39Xa9GfP{cu2t{~MpW
z8)Q`J0KQ0+FriTY`tc?Fy%4ZDj<Msw|9A)mphWns_fWzcq(RW{7en5U1^ZjgfL>vL
zAoky1{qy79Vt+FYz{TDq7f=5CtN;4AG39S1{s+qb)|v4#H3RNHxdMry{l>ljM44tb
z8h|@Y5fttTX9oB;%YS@4)DN-`{man)17-h$vuJRrLu8iX{}$<=>p>f0bN~00X$JvA
zrx_p)=l@=$e=6+Df28cs9kLYNe-i1Ro3sB&*?*P&Uu8oK{J)m{pD^eDeamiwK(R|c
z4)1T+FvP~{!T=?Q`a1t(yEt!P!$SQxE)5|=AG`~n7x)+E{sj=G{7;*P2LHx#0%(py
zF$hF!zk=ZIU+5P2)YA+68`CS&uqwXygqBgm{1aRgrbIEW;s1uu{~wUjh?5*DQMuxz
z&a{wey9u23F@o1D*dDxO&|NEie5IMBz>KOP^VX~z*OrE;l@*WDG1_GMUQapMBt0>9
zINc1FLZz;OuWI6xmynN4McG(B_{X%7nK2PWf&^s$OG`~}l0u8orC)Pwq;n303im!M
zG2r<ZOQTk6Lh)Btn&!fcq`3H-G9}FB6%y96S}OEZ0pY2>=osQ7n1$DT##frps9ND_
z#A2HZ%&N2hu;=W~|KUPlNN>tF_3Sn|QSqHl6iYbzP{7C@i?0N0Js4aG{<_1<&_zDa
z)^Ef%Xfuv%HLSTo+ZbH<htVS;g&HB|D1zD>{~eOzcYxr&$yIdZ<k<8R47A8#$Fc--
z^zQjUr%6Q!v(JQ=a%aQLZyAC+)ZP=*W95lUruEqNp63njjlpndT@lXW(G-XjQ__co
zns%W89yN$g*{JXE5K+i1jR}}@)pu^=TUaR*P<FF81C~h5P-ft2!KTNbrVgqooy07A
zY&srkXVH<X3x^#Fi%l1c8~7ALku9(p0JOkl$7TU`+8$l>lVaP6jhIlRPi%V#R7BqF
z9vc!#LCWil1^6uAIQm44xglnxtqMobZ%jJmtOH+O?|rnuDPj<fOYPck?PT0aPdt}N
zxJ?rgPE4`hdSix*zjhyQ@{qK!2{`7`v}vBZ(t=|RiBrbb)$hoGc+EdzC6|15?21w(
z14{EG8bu~#bXr}c8*&0V<lS(Nil+AGUGm$52C;CZG->DWAXr_w@78Dre)C7u<J)FT
z8u8rtA3x&1VvU=AJBXVb`k^q^+y>AI9uEV4JL?@eCgE+g(>rN(&#j^XPw)1l+968I
zG!bxhP`%mcjd-?BgxSstmkMwce`$8Jm59*(;pHj+3)1%b{kqE~w>Ce}%6hr>jw!2)
zJ?s9H=&xVsZfyNZlz4~no`VMBQmgSN6ke_;<Tf|9H^Hc{%vwuEzqNihm?(pkx6v#4
zxW0&cKIs5q49W}|jf(qQy~;94gy1Sk374v=rQ@Mzp#nsOINBWd&Mq&Ay5=r#17=h7
z8n}_na=mEiq~G}jH8HS1es{g8cZ1b{rXr1`w!-p5rfuQn<F<8LYhKWfW_?=$ve^xy
z(UgY6^3#$w^c$Y3RFpA(*A|%mQY0fes#hyNVU!_0tkYFF{4p)dnYh}&k*f*Pd2PvO
z0dM}zGG|_Uch&$$gBOw^K(E$Xid6g;6eo(}PAp8u$STd{Wy71_9-T!nWr#qjQwD3s
z(dg~WxXBc8YbQ!a$QgqjrV$8b6uW9Ef`}VCBQeVhX@YT^lr5T(>xgQ9(jd=7I>!&}
zKJiGr=TnG}WeF+YJyzt@ATQ{aIrqlBHTjvLFcyF`e$VzO!-=nOG{0wA-e}YU9J7VT
z{^;KHc5l%O6%NH$fC=cMy*8yAQ4Ci<uf4fCQi)m<d6@&7ks`3Oub4<TmcxVOL&fJ9
ztUp&?^r)*2V+rX<8@aJ&J=)*L8sOlF3C$z%Xg4>P3Rh2}P>#l4?Mb9SSxjOUB58|{
zVW<Vey&yTfGG9(Iv=T0#3RZgxT3tx9b?=<M&AuTeYwvxfT=<xV)jJ5;D_4voHK+8@
zrwJ!Cr6$c9?i!>Q_8INJ!{B$EDY;zLatc$#cMxc<r0*-$HQ%xV%jc`n;$fr+vpAV;
zpwfjYeSKSC$;G7Ma&g*OAB>YJ0@+ah8N@&U!Iv8(rGTe_&?{;Jn)ta@_Aa$wRzf-_
zmo^%^+Zo5{9zpUwf;E?6HufiROC%~(BH?NhSD%(loRMg3$=no9x`7|uH$>Lw<u|x_
z0t%6YyJ|QeW=AYM@agR|Vr6D8-MP2LvtU;OPrY+r*hZb`M>x1Qn8%C*2PL>2xr-MV
z!Qq!Bq?6Vcn^`JJZ!zK1`oqlNQ67Gz*L(oP+GY`oy^b|Q{}r*?kzy(_=!B+hFjezv
z96nvUMNu5M9W(fDCr2fLF6hE3QhivvVH_KpR3A65APWjFFeM90H<>v$_Y*%_c4_Lp
zx6*3K2KMIYb}GT(+Xku1ah)94aMKTfp<={uMBQld6CZGhRJ-&<o`SeuN8lF(FF-w4
zm^rb-+V4DElY+ykhuB4sNy4J)R!l}SSv0z$D7}S0siDoZmqT=8C<Or|+s{<EMAk##
zh5G^G^Tnzj^^y-{fUjRdV4XiDa>s!WV@iNw@7xpE7r&u9LWbYs7q>2nHhnOZFWl?u
zp!+dI;4zp|#+ovT@%27@+N{s(oS^<e{Z+j5l7P*yb$C*L`gLbTQc_af<f@<Mk8jk4
zNx4-;l39$^T%fC@#`lREjb<Yy^|PgSreE5GEDYnc>>IdcnBseB;xN$a{4?xYjywcb
zK$Qc6`NWh`EVx9))3+D*kkR8k+|uPQTj>CN24eN`#U;&tlZGLM8SlP^0D-_$Tu7Ko
z7@!^T9f=Ny1huY)=6f)QJQ0b!mKTCbSqIdYaCD(qqF61oO0}B>i&jp~fEl^wXvNZH
z+0@dZ(&7T#+?TZH?-_-dhBx~*oU43sQf?X~gds=#dVz%Y=%d5c{GRdnt2%_}RHj?m
zTrzPDg|m&zh^I=v4h-{;<5*WnzB7YF5nFiYaj6PtP$NNu5=!&14|3eGDU^Xzec#e1
zt_QMI?6C?lWtPP((zRFH3zWK)bDs=9Nb1(`-(#dPE2ePsv1ajT$IH?L09890P`PqL
zhKl_pJEf(>b)n#)RTHDpo!+Q*-Gb;o#f6*lrKfdn+p61VDU#$HR^9q4l1q~vHhxbg
zUKMx{1z5|T;3hZg$RR}f#=l=$i0yMW38oMd!Ue|#(h;&_hY`w}2NUtb?@PKuZMbog
zKA!cT)^?=c^rDCG=>?yO+>Eo6gleJ59a~u54$tH7vVUcfl-w$j;$F7MY3^-Y9)M&c
z2nyFZ8?$clv9<9a3(BT;7$j|ZNRW@&>FIJ}nHW<@<+Q8YrU5OQ+^8WQkQkVvYA^c>
zN`vC+6a(*id<>R}-g^&g*v+G#Yj%i1;ET7}_ITBHFkc2xjcvO)%Kl#0uBpb6!>HHT
z=f|(eIEr5-I6b`ruGJGdu>qBt`xu;=3+ZVfeX|`T#u#?a<69X04l`PW&j8~}80&uh
zYsElbRBAx;VEMuD%I=zr>vUZ$cc;sl@n*h4#L>~~bTaq_c_gKU@5P)Pqqi5K(P+Ii
z+Id@Y-r;_<Je;d<vsQO0bQU>ttl>rI71Sk=Q4LoBh7_H!7okXUppDN3OmOwGd1<-O
zKkxG2nDK6Yba&Ar$CLdk5%WcHC!u5}F8;%id^Iyu?H$o5O>?FKFT&J2w_Xf7hO<ME
zym8#dB8$7Uw41cFp%<Qe>Fc)z2|`KThT75~w?Zoocb$!2L>tA7jV$J@)=*z1;!>z^
z9c}~}k>lL0xi*LvPv2q??9pw5#<{pP{g8YkkxSLBYSf1^=P#ny*(fX85u7C?(UWBJ
zi5rml;Ur{V0cbeD8#?YB7C%^vHld*b1Y5q^^L+kdr*R$9r+x~!Ny$VR?u(3i(p7$W
zZ|Wgu3TXiho<A@1h&y#S!rI?{RD7SIm%2{?8*_y$0;f1mBp@~U1<+ip!zk5L(kvu4
zASjX&4yTHP$9@KbB#D6&ot7&*WjpakP8JDK<dT>jyoHwlT|pzmC=%VCl#Q-v+Kpl(
zTcP1*j?IXyM#LUH2nUY4xFQ5%i$|1FC8!M#3;jsVMT@(=lT%Kw5_ShR*9=*<8!&4v
zik-i;4=wPFBg!^O#_p(@1G#rics9`ngsU_V1PdU+k)r;AZLc9q5vsNuM2CRt&U~+)
z7#<T7#~#CvQLcncw&Mk8W+<vyFo=((+TM?;57W)%La>=(tEZWBzN{mdY__vktPygn
zRLNrtsA2AooG5>L%c%5qFm@MYw`kdyvG2tG(GqW76+swvTGf14mh2AK56jOW5MLq1
z)AQt)B5r2C8+~f!YP>j(w(Pb6zZD89JpF|3iL716_Jl?-iXGp*h3Q^i*}Hhf;z1bw
z&TSfm<WO!1WPOA{7L3YOR~M14M-{_uQhI%2S$TQ)NgNGjls5R3G-Ey?Iyf0VoC-lC
znu(jRG3^(sX$Pf*`MO?S*$HyRfsM*7SNL8g{+g9CbuY>MH~*l5dV0yh6Cm_E(f1d~
zw7pCV62|3wEpVK%yi7$g(D`IHbXT43+ZjsNdi}Izs+**tP@i#F1@#@DpbxbD?#JjT
z>Uej~;++e;#kS3O-h_ueIUKr}m=P2sn_DDJ9|&#Yx_jkb`Wv|nS65ySI;H26ZNDAA
z+N|DHDJaZT6wUOW-&Fd6`9XQb-e;d^LG;PSyzwb*5<&579ZQlfhSIO_pdHCKpdUzL
z%Ml)Kb!~ILbU^k=iVry-HdZA2@tJFG_9FSD3AGvZyU@;qkbVh9Y<K)>K<;UZ_qolv
ztvuJZhgv&dT21Ym2#{;SBICvWq>)FXFMuxv7D?7x(8rJ!Z^rn3;%E^l`(a|&0o6QM
z44P{NGebC&u1wU&`@ssE$ONeK=>%46y>DQEe#%6N7XEep6}BFwyT_x;2k&N`%IQAw
zd9w;e+-RJibm1J7Z0y6n($Mi=Sj~}7hO0N`W7`1%G}%V&Wc_*Q(9p^jti<856U?I(
zqBPxfwehr!bAy|H=TMZV$L}U(9M)I+Q1Sh?W)1s(h-Fp$k;BxKGW0uC8B)xfoSK<h
zo2t&b!RF%q#2s?awl}QS>kim#Zd;EKes|yhV*8QMqOe>*b6$OWEcwZ<3_MUwLQ2%K
z8kak<W2ugUC>NL@ClGA3W^MxL3qxoKqej-{7dWjOnmI#8MZfwL3abKFV5b&|FigV3
z{@ns#*I<RvXW5?sHWv6Kj+I1;=9X%G1F2!9eruwC5NIuglhm)<cGkut$0TH<@kR{8
z;(8MIbOi|#v;PZMu@&JU6YsdJ#VnRZk1++jhjpU~zsq50_3<Mj#L(|fS3{}%*hH}v
zN^uk7xrSXpW6|gYS%%^f4mjk8gN1bPj$l=iI*O`=f9+}j83;ebu4%@oqm_Y-i$5_D
zCEcux`O(irrNN{wQ)aeo+OW&c)>IqaNuYWeox70il5YG=Y!}f=dl~I^BN$C?{_IzQ
zP_ae5wfkKZ=Q@>u{1R`$_l$_RL~8~zOV#2tW-pIW8X_V}YCO9z9^R<ZAY3cH4uIrT
z^4zwa5Cen99FU!DSSe`614KfN*hBI89EC$6t*pg)rZq-K^u?n}6`w}!E$4(z)DV{R
zlRPxHe}E#r>I=V4s#F?x;7-3O(NjWAgELito3!se2aB(s0c9J_i<GE$0o4>DDLPhI
z@8NX)2UU;NxDozvZ7pJLpct!V+6HMd5>;OGcd4h+L)}_=<TG>!t-yxZP*~-kCw5|C
zR6WSc6k;0wc%>IXXy)sOq&`M$3&Znf7Fn;w2E*~{O0H<JBv~k7m`S0jagWW~-WdZZ
z9e-+ChfO<v6K5b04JlhU&I*1C{Bg@{<tCV?S6rwV=pAxXKieQ%+d@6PzU#c6Mr?j>
zlmUMHq<~7XnRg=bFh6~Wes+P6%7g@u!^&M?0oV;L(#!&bjahIfM)n?pb+e;#fO;LV
zY*KxYV=<ndx{3G5p&K;q=B%9csDI%Xs}G$-CK?GH^>D?`W%Ypd5$!0Jt^~DXgDP#O
zlJeb>dx-PFN4ZgY0DClCFH}Y{OZXYIqcTih?@63iPrb*|i30^VlQ;YwRRR<Gcnp5U
z*f%@wd|w?5U9p+hErAwm1CNh-sPi)8_W?G)Ldf0rS*cmkJ^&8h7#$#OXQ1G#BBUM;
zb!O<GYz9?QWyNHGhu=gV+m1y0RSq^}t~0)5Vb0fN;g9ncr_|cWt)dHgVxkz2EQ*J6
z!&GZBaie*2PVH~0^7{=%)pA_%nZFt-kX0mL3b66ru_Vr9zZ%AS@!+Kb;yJMoE(WKJ
z%|}a)dL`jl?_IoMa;L)~A2t7p%PEpXIp8v@IOQ~_T`%aC8?J|TVFp+xL@hGvn_Pi=
zQEv}+y9RA;`-TSwHV|O44=N^<_%}e68E)g#i5(2o0|__Azhvc+p!wGuEl-ZK#ERA8
z+d>=PVEg6!w%gP#3*A(kH=h+t50FKLC>u;i5gb|#g2?r^>96ovyt2i1n$t-~uXcA(
z39cnJ%D8J?+Yfm;Zqe~MhCqRauQ!~$$86A7$TxOT%<<O;S#bSoqQAkEvuh0dg3;U@
ztiL>VHofKBG!n#=uw1EV2a(pK*GR$`_k+;NE1pS!*p=FT+*_=UbTGXnNxG(uRInsT
z9F4a>t0!zJI)P4(7Jl2LIK~I`ZRYKu22(3H1Pp2Cq~3NyYuUhYmMp5eR`J)l;kEas
z><r-w_(l<2qj@xuxsnnK787H~byxzMCk7q2oW14o^Y>DO9AB2wXMjNxOXFQary*a3
z6v0T9$mka(>~8BXHeL-?d090Vf^~CKH>|$JL@Q^$3;eThOOa#fP3NvS&38;0;a1_`
zlY!BQyq;F6Y(BiBP6TMqdlF*4;%2gTn8*l-&|m>nZWQJ>xJ*WaAj3kg7s1|^vs-g(
zn^L`m_sg6)H<wsT<bZ=5!tdEr+XGv%$rd-9+u{f^e(b%lx@d!KJ$lp0y8*9zssb;2
zNm%eW*XpgrdABussm@J&qWZ9#a%Hx6Jqf+cJq9&;Mc5p-5-mwgmvvyCH&gkG_XE$B
z0~Gj$2~Dk*9J|cFPUr|NabFG%x93^-L3fi$^J5@Q|JbEbGaL58P)PxH@FJ3@vCF+7
znOdNCX7t8+fdZ%Gf7;~d@S_PE3+2t0goEVt5)fcK4vymG1?bM}6fj?jccb9OG{if%
z(7gXJX{ayS@m+b>xIV*s4Ky_)iel&Ah^wxyZbIE9*>y@xL~?Yrw|8jy(dvM7&t|gM
z4Mk_a+jx%X5o^}W1+a0)9?gM@&fRDKYd`MU*F#;M+BMW8i;}@+8YKi4^Xq#KSh`M`
z+_HPc9z+Y_&rFok^F+GIxb&34ih*S2HblSoH4+lpXg~c4FLVvO?72e--(tzZ^Wdk!
z6nFcb1&c(3aJqZ?Y6!Q$V#KHIL5`Ilf)bDSjoXV1E4ntQgplunNh@(aHW+8uyU7+4
zK4fxyzpOoh=^UMz^%=;Yl-oMBw>j$>4yb<hddJl81V}0suP1U;)MTQ|q@7YBv(P`G
zW!Sx3xnyy%<Qh<<aJz}jAJ20%<&wLQf4I4nD83@M6k|0vx1FK4cjstz5t&pl@j$aM
z?*&pnp)tjR>->?E#H1C~%R2Zlxy~T>bld`k5uqOLZXKFTWRAX)f<Mf#odDgd{qycX
znm{@(`|OFy8heo&L<w-X7r?>0ZqjQOlUtj>YIg(rv2%1Yv_N+))*?4C4Hhlh>-_V_
zh2$(TOfkmXizY;BYD{SvA3{&nWTgVZ092F-^~*c@%q(nz-bPU*T<8!9L&_${odJ8&
z7J*iJ7%RdOOPBfKM6mrYwcru-dofD_v`_kk_@Wpa`xSv0Z*ul=<m8bKdBfozo{bBR
z<kpfBn(h@a#EdLwC)xQDJ2zdYjgSHDi+1IzI}so4F%Hk;dfSES8WY>z>c)2F7rlH^
zpx*saq;*bo(5wR5g>#U#Bu-EA5EytsqNEUNGI29LRE}l^43(GqzrpNJY8V_z5zPBy
zoTC`%!Q9R}!Izi%Ht|;swha3{6Bf}=+#g+I-DY*!*%B)Im<yz;Zq`nRqcalknOQrQ
zK`fT-<u*lH!@hcoacAe6M=^=3L}V@RziklBveicoV+Rc8iS~n%zFD<~DuP%v4bguv
z`-6Su5~jO_7Sr!q3#oWG)Ru&b>Ki(0{25EyU&DZ?6NXRZVZ!|5cao7#@sh%a?1|sE
zeB`;%V<RZtTS!9s2<SFMD8nc#+~UIJxY}BxY>Ry#AK<YucHDcPPNOnM<&DO2txi>n
zYJR_j0`?&#fp%`<kEW>*Qwj}ugFjnW-vu&?I3la%cISzTf~gbOs=FQB3fivynCNM{
z{AlYG4v$js!W2$@#}>Tx(;SQDAwU#ncv1a%^uwV|Z*2Z~?0d8D&OmUK+_!!qwP5qt
z$lWl==E+Dx5g{V?>7UdK@Mn4JZ}dn=TOR_9>O|PFJA2TQ`eOz1dDYMWKYed~qbzwg
z&8yh2^FDgvAAC+CJ+?hLZe5)Ee6>GA!UBfdf_>z?zf@FefScOP4R|8U4=V0PMUaQ#
z=QabZ2ctsjHQ2wfF%V$2zX>>dhLI@n&GuzeeE&@gO$-&8XS6wq7dIOA5TOQ7db3n<
zOGshQLq5(c&%m+>+V3g5YjmjE@9ci1MExRLN3mcShpShW7G&51FkFpEy?O5);T#*4
zuOY?|Hs!W&<P@jk)u2z`z@zCflxx5?p1d=ROtbpIrnEnPp$BgWxi7f{a|+(OBkYLo
zLY~M0F1I|8Z7&gAKR@oq7Ex%tNZ%vL-vX5i)}FV>Nn&Nr{8S0<z@b*VWKLHhOhQUO
z*E;p3#C6{|1<@I!_fl%64rM|H${S_j52S<*`j^~?70kX%!a+e3J!QPTN0?s5V^IYD
z`ks>Ml*o=fB^Or0mx+{=ULh_Zmvp&|W!?NKCgTEILWl@DV3tb&H6zPkL$0$o$ConA
z#JI9|ajZn(GWu?_Mar<)Bi#b+p-=c28k)wMFcc^0<}~~%<vk+%=+WaA3+@k1Y{^oy
zBIK(Mz7SkL-*!QJ)_Ecvm~SdXZ!i%s-@wsHz<koCJ3o9dw}6UDrA)L>L*l7Gd}Hoq
z0jbmU)gRb52ZMd>-Hl!tNTkj3Aa^X%!EhbLQDjrmtdY`DU?g@!0_8h7UDzFC7WJ2O
z1RxQP_LJH>51!e#MU=8Io@QR}m*dlMaW}pzV;L!mA?uXGIn#)<IgO$kgLKRR(gNdp
zG|4QD>B)Og#_)1Z3AQoJSVdn(foXJ*aeat$$Z%K^Cox0>FLQ{+*gE0rA6Php9jgp2
z2^yua{PM%vQ6n0EXe0?ok`Q(WY~az=Z#KNa728a`g<p{Q^mMn)zq<T=W3sRCUjD6z
z2Tb+c@z)>nQ<Hs&>Oyye%~#JuuYY}fl;6HtatsWTy#<#M9+g|*`gd^<SIzA)vt!FU
z8lsev%g$HKk5AvEBR9em6%!jtrMCyI&m@kF;48Y}-lThSYAW`b1x`nXz{Wp@cYBp<
zrVmb(Ra(Arm#AlYI@1$4NNlBIQTwC5q6ejv%2f*TTITjgx`DbV9C8U#IKzj#hoxYx
zJql33OxaIzP=JnEGFS{A$dALP<Zn{a=wqmKXR&!BeYIA2Qis)*^bQ>SqJ9rm76aYU
z{rS4<wBDrACM0=Ri6|=%8a0XNz$rv#&(H)`4aVFk$y7Y4e}E9yx=ljLL%vKN$i`al
z3!hJAG?}!sBr#Qu*B)s&45G733$S<y9QEbOLW@=`Krke9>`Vgtb~-6nPzL!$4nW{m
zij<bh!giliV)z@6dv%%{t+u)NFIaF^08zlep+@lCVQkQ+wI9G}i+caiHo9@amza(#
z?%8d3b%JEYq<l0-3xJ-7H^UhL_6<5LwKL5~Jh*6`35(278>R*R6Ew+y1{G36!hy`(
z@bJZKxN2^=Gcd|G%B6CZ0;mK%wqrOPSoD2w;P}F>9P@&Oq&bv2aa|L*{~Y%DJe&+t
zO+^Ru#k}e3s^8pcy4nSEfQm3NHCyN?&U<we*I>jD1O$W=Lbi2Y4i5`ML(ALQ@%2+O
zsv%w1RXqC8Oi``+3tG|FJeQXf{ps0Ms`i%MUYX&<pR<i|UB%|x#q3VnArrk3sX1<)
zG5$CLL@>enHUi1`8ylx_{a73Xe*6HgYX*IXdEgIE8aJdGl26Wx<LAUqqQHM-G0gMB
z0y>_^?b>U&eFCzOS-L*Dxm9~Rbe%zKmyf#<7~I=Q4NHlLG0WV{FZO443U>tCoH3cd
z#$>e$CH!t^4*LoTsmO?cHW`v5Lg3uS$&|$c--Wn4;9e-O*2Hmf#c}B|FersQo_WtM
z`tZ2a-g!yLr>&?FnYgDI0XRjkAKLL0$6eQ7b#(ABzV_IM_on?(uC<-DYFHTG;S2*e
zF8WDX5zfD(B$+7F+}xY+n2}{10iNt)^yC#ysu92+TBR7!;D=^D`!lB+z^rqulbV?E
zE~@-BOW<p6nbfQqI#ctK(F`@S%-~Bz7_xDVHQcJS^K0v_8zn6o#6oPvF;o!dyXheM
zkw|cRKAiBzo2p}yZ0hP;5Sn3W7VgFVt}dmB;JR@|0S#J=whOt5tvs~0B3u!}7Av$k
zLOG&dcRLFmr=|H$A2dbQn5tjtK2mF2#hyYq38(=oN*QKIb#mB4e=V_qHuxPC3^S1*
zf0DB{Jht1&AJt_9%oV}Q+hd>xaQJx$QR;&&ZY8^s;P#2e;Qa8Zkf@&lff1`nbW(x!
z&GFj9@o|gi%}G5$k67s|7Hi90`~l_q8TFiT6%Erp+zCX>APL`uWcEA?j|)rh5bNyK
zM+DA_!caIfhv#%kInr1?cFv2Z{A!oyXst`|9Oqc89rd>l0cS*bq~pEwu~U*F9NYJ$
zr^)p34l+kV!c?g3qnrVi3g9c-!^C9wRfpg_AuMj?^hu}vt^xCBffVAO^lF^%Ix@0w
zp}1{$QV4?KeaWm@Rp1V-Aa`@%x0FnEUA3PaHa8y%MfTPF(jgxM0hliJVlb_KHp8yh
z0Ea+mbYPFw=pAv7qs@=In<lAm7w2a+mnPqM{(58PPF%{i@X79H-@sYl=BB8!gp(hA
zQ6(>frtXX_yUDzEqM#hUyA)(FgDejP9nhXN={9&BC!i414Lyq3KH1@dKQ@S35-_g_
zAQZ*)P#6fx1>q<o%QkmzeU3uWs`9JH5s)O}jf*`XszTP-L)Fyp8)w;;=W(b!DTjwC
zPX>ec0Wgk#RI&Xl!H7kNGoF{}h;01U!)mJC%~9c73maUD@5if#A+m&bzKA`Bz8%!I
zz@hIOrPVYlAkiP1v!`*RGy%octqKv>l@|#FdL|?156IaGnqJhl*tY)EUHIRMr|F%G
zpAEHfOn`441E}7d61KJgRu;y_1Y52%{QUTIilAJux>L?553XlWGP5X)hFx5|ASHp6
zt`BnQ!NBPLl+=4|(inP}2_0#o15n4=>?D_~j^eeMIWeua&{mUlrz#rFm|~<;uYA6r
zMT8a;jUt>EtvG^$4VnaBvJcc!&@VwHQrt7AA)DD)jPY>OQW9xMFr|XqvT?5F6C14p
z_vt+h0G;l^gXdi`w#Dwz_UA@v74Iyc$nOG>8#ps3w(L_Q=@mDe(aaYH4b2x)p8qel
zzJa^4w%Ine*-<CivD2}gbZmCgvE8w4+qRu_Y}>YN^X~UO=ezfgan2vuYdmYsT~F1V
zv#Of1>emocVaClEgInr{f2D56feacZ%=Ri#GrIzc`s@xzNNvgdt@L+q`un4m&?^US
zwm<DhPl(kbTzT={s_JOvvSJfAmLFm|AajstEnqB4ZEuVXJ!Ts*g!OUQaTr3zm!<Q2
z)rTTcHwORJ;;bMJbr<z8MYdUmf!|8Kq8ryv4F)}yGL^_<kklZY_dt?w9BQ4i1{57u
zhH<#XC-IpGDVUEYD$0qjWiZS77x`3@%xvn4iK&MV7VN;(0;K6l|GUcsv^oL{^v}LN
za9r(_=^xC9cm1=)yR`=u16A>+*DGnTFMFxu4n6zF@j&`hC@!q(wXu%FURuO?`MRDp
zJw19%q)w0S6EE}vG|*po`J@1b7ZxU_33vDAeI&X@BxDAj$nV{OO$rjhCDUr$wGlx2
zCkW^42DIB#E43e=B(`@cOEFQ#)Nq0q90~^i@n*RhRfPXO@w!h8JGcM9w7Y*su}Q~x
z2_2_G65wlZ8`{E1{h>la@MEV2j%&>KrUt`-jqbX9xvv5SN~$D9b^Z#cLT;A;ARw%}
zrxiAhJqJ>0akMvb9keF6^vB84;2(EO63qVu{XeYKJCdQK_DP^#M~9K38;`OaV3U~b
zJ3e3@gyf7Ew?athoQs$t#js*bhE_%FGTK2#IBtxmymW9a>H1yEoN<j>WY_@{g;|bp
zoY3)d5rSl+;MqkU3s*>sO>5ToK>6NA(;fyA26p0G4Q0H=zTlQ?h#|8&+eX2k);;JF
zSP>s7-B4@xYsM5_gBq?>5p>@xUGZut4Hp7@GJ7H=6xby2aX{LLe-1pDkQZ>F%K#cZ
zj!s{{zf6+QJ;5`PknkP!GK7`E#rJ!am>v+XuxCkfpNVGN7d}r-`U6GkZ(Sfb{Dv;W
z%U&{Gnur&@gO~Uf66DDUc0abu27Z+F_TIB7`KQK7VNaUy&`y*NT;Wy7_>KuyiJMwZ
z&@C<)eHI9Q`_|e9k_OHlb|2`Ltc-{dx6Oqk6N&(eWMt-|`KEA<Rtv6x_>U!Lyr-g%
zI;7ho2<Sfjzl2Z|iu#*wvYmY^R6@fRyW6k~Z5@SwC8RDea{&K--Agr}5+Sbdr<moO
zr8ccmGwiPqK(F)MlX{&<S&zPQ8UYBqLc>wmHhBX!XTu|G>GXw7$!U~0JWIX;W%n_$
ziY&jo=uZZ`d*zG}RA|}e2$<r?2qy(WCun<GVz>xTW?C}Hf$a*n)9K~}nc-UFt?h3;
zEgm}m$V~h0$BOcM?7oGXf4zD6HZxY^&EpzPm-2vIE3C=)B&A^H<pVil6?%lM<Mp^P
zOR^Dhd51}3khKG8iCQ@TEI^_ooGaqN+pepjIcY>M71WwC)ZkWRu=-8J78Yr~9FkbE
z%sfbvXIyzSBxu_o20lJX=cC7gkq6JFT9#yyL)rff9)%3!cS|*eB<(x@dM6;b9D&uW
zwY8>>7~#9Mi{bk8(^>E*(`@zib;Q|g<`M|#c9U(Qo=2T^+sGLoi&CHMbqZcmh1lRh
zR+$JOn~7ld;PK5E8ilbe*q^hw4-yv)QGs0O67m!aR!wVm>J$p0BDEl|Ti2ikO%eGY
z$B`RMyD>R=Svbr%D3G~d)J4#5YyqUe*x-nv_A#-r@D#V_H8$SN77o&=QJ+fr0facN
zz>^Ovn7czppa)6+`Vps?7=n+*aEWZASn6iYXrXanq$mB}TAf|k*mNwcZIMhw!0Jr+
zR-&udIW3!?^j)SJN+F}%kL9QAlFTS|17wk9iKNmdLYn_4om$oWVsh|M(DA7~)u4PT
z6T`8kctu&eV2PH-?_=<QK&JpZteTO+9qY7pzt^(!xLd!|I9pC>J5hG)DuZK~d1xaJ
zHF(#uDI+JJ<bFC%CHGE|L?tj2$Pqp2U)Go81dh8U+0tk@cv(s*is~_Ol@Gpw6vG&!
z>!iPkpilkPZC~ZNaay4|u$*Q&!-V&g$ri{K4ptUaRx?<{YEg2~<g>lEkwIl`>D!g)
zp*D(_LWX?PQ{kw)70e&e>jsg7x|s{fCS(i~Qx_Ng;-sCs2@x!rtdtR2Ivqd)Br+4t
zRvafHFDfCA&hXY45|tAnz~tYJm|8}ASq}hbrd`jAz8ljOD6<;YBDEnsWF!Q+Wp-Hv
z-(n*4@(Gg|{aJKj>gfekqq?m9nO2%HDfD(3cESXH=3tuQ3LwEEj?<T#cFk@sAnrkL
z;-yoojQkM6#rf7Q7gJ0;&2k^O3GeewLc_06uDRVsaU~+CqDlQ9a}$s-#vkXZ@B>2N
zAAfu}rn>OutqGulRrKOV&8~wJgSt*l7MN?pSZcK~0;3(=4=o9TnqvrK!AcpRjmDQ1
zg(Pw{hA36NT>&Z)$6)q8I&_ECP*tTawMn#6P+zFe-;LyhQ!OMXU6*Ti^45vL6}Osw
zAh$lD2IkdY+6RoS1bKrPuNd~8;LsmZR>U|EauH>OFwnf_M0Up!ixOl(Ro({%IPJgJ
z(K7(f7S1vU>I4^>={%qsMYE9qcX5g=`z*df&>p<u3Cg9Gd?H+d!z>7NNe(w0L9r+H
zJ~)#@zA|Kif`_RLS3DgHotD0}q+z!&B~kaJw*D$hhO8~~DRvB)F@<xh7YIsXjt-ZK
zW4k)PF#^{>EbdP4j74r6Aj9oFgzQ#k2-#LzFOQB(U*lf74Ls%g^w0K`YAP@4*gx(i
z2o#qIX=!C_)D-Z4x(Ir{^_$xRYsqH@ln7z-CqDv6azMMkhWNzfN(G;J)U0zpm!EVE
zMX3NadZ(Xs{wUUGG*Q`46iAA+h2Tme7WVYdqC^Rq$zGGd`UMbZ>PTw2g=rP?BJPcV
z5BbOq2Ub_=AxX9}a&ZvfjKGSkHYCG39aAJ(?1bPtTP~|uRf8>!Wk}WlxcibC!T^|C
znH$ugNO{C6h7D6Alrgp;;K>7~QLD(e82U0HemH@AD;*szFj93b`xag!U-S%fT5B>x
zkM{t1de%LIPMGWX=m3<1w*u?`RU)N8{%10u*ei0p<*R%9hmEloflgg#oXW3-qdayH
z#-moc{!4}{eBMseHld8J{q8}=XtJ;#>$K+8$M&&&MB~sgr4pBB6l~a@GZRyEOpN23
zif(k;FuV88xJv$Zymmd9%$TtzdmH*>rd3y|dQlxC!m^()<)cFtY*Udun>XZ&eX7`z
z^2)K+d)PlRsn9kn^ACmJBD(*tAWR$(skr}n4d#y7DD<C>j($O1B;$?na)<l-y(TSG
zmzx6}H`f2=0I*YGW+DFLX4Y*1)DWo_-1K`qd*Tq+5Rn+h2L5-YDPss2d)R`03;a(P
z32j|y$OJK1xX*uXJOFyn7uEm&OEAX7Y`!qGO#guhdg`#<$5W3N@qdib;g$e>`;czH
zKiwk#a+kv**WPfzY~^2Dw0ac`t)E7S3=vp(1n?Oaj8L_!BII>iU!FBOKoI`h>(UKK
z4_U?s)WH1bzf8}B`kwvo!Mia)H4A4^RdrEK^i?pzVQ6u|!gaCq(Sgq+@saMwjS#G0
ziw&h+-2!C`0G>$-9Td88m7DHDT(T@D%U#Q(A)`HS-%d^a3*!X_aJ>qs872p?1;fyS
z0guzK4;-oxE)8LY@XvKJ0^^b?OT+8k>E~XEg$05k3m2$$SZ`ll&4at?=@ZS7W53_n
z*r#^8T;!<(QIC=i^cv&*=iUjGhWIK59#>bCcsnzdYGTTs*E8*rtGa+xjbQ)$+~Yc+
zt|Cv!>G3?a*~N7^mNlLCU?%H~jS!T4*UuW&5Kv7A_P@ME)da+#Oi_p=L@?RXRdAdY
zG!?(V@16wd?W##Fd`!Pf;+52viruNCBp*r3dT{K-oUScQ{^o=z>jJ1CA%pk!4(jr~
zKOMZUVMn?uDWna(+k45GdKd4SD}#ec8O39QAVqXfNNWC<?>qZND2Ryaiy76uIq$HQ
zVIMrl42kbI^|wsZx)*DU!&W|>=G+9nTX6HfGH1=*SJal0mZADeGH}TWT25^#pf0>y
z{LzBtXmoT^1X`40=+aFtPEi##J`s`C-@rhQ;7`)|`o$?aE(*2<Nq9}X<r<*&@84w0
z&AN@p0OU24B%mG`@xMSKw(uR<uay{V3=fpMa97@=;DApoVUbnaU7TG-g+}>toJNhk
z@#^V%V;}cY$6ZN#%Ys@jUFczP<W`5{^&^{5{PQGzncahCF(6xls`}VsZ1X5{YiSMF
zi<%&1xU`}|pt6aUV&$q?&cV)lvIXsDBW{62!f5`V8;ZSMo?Y?Q*2*E&w+X_J_YVdu
zKJTv!IkvT{b+c8#rQpAW(f@+Vi7%viI8^mV7z`1@6eJJk+cWkq#I0>YJn^^m%i4~$
zL+|dSKZbbcE8bk-9O5!Yk7+vAj|})eb<V1K;;!kfwR(3;!2|_3#47&VI4g-6=IJSy
zDGD7bstrnOrs*l5e>7~ehQAoDT0X}A?iOcDejca~5DMQKLPB~HydXixF*F&rLYaW0
zb7n{$j@iwa7MM&zm^Ma*O3Y}em`pl$W5xfzNJ)`ytmE}q-qgOm;V$2N9ca^8^E2t+
zBxhqIYO85)EIt^WPEA`RI2HM2-{kC0M$FL+3>VS=+xHpx(&@$mc9;?I4W79!pB{bk
zBY(bQ%QvHUVljf^+P&RnJ5;<#^rd-wzm0W)Gwmj;!JX%~6Fuf6O`|O5O|oaumMN(%
zHj}Hm;D6d0NG6xL4zm&enOZ?AJ}=_;z|~FO=r}q*xESr%dBys?gGS<ip#4lnCjHvg
zxCxDbaLz23UioaXXy@v<w977P&*(srl_+f?%RImY?^Tsw^(5j%JY9Z$1$$fmTv_{C
z;y%mOb>8+dF;?~d5;wUUc(=zsUF)Lhm=+aXDO3KbRIkPIOR%n-iCIjcT$N>r(p)Ry
z^+N~}=u5~0Mymf26hlh9K`HTpQEwa|kA0G30I-P@S~kyaj*(6GzIYqkI{*D}h4y)2
zBgyynW}TkhYE}<}J`&0i!z!LST>7pUT#&Hbiloz`FQ=>^JttG$Zs#tOrR4Ni$!RQ`
zEf5Udx2}Wyi#hc%GJoXj0Y3YyiT}x;h>4fMl5OVm5tLd~VkDH=BmzTfyqY&%qgu9t
z9*jxRiIcUKh3+p!VNIZ_zn0@JJSc9RO}31Ph?t7h*8<dEe+fu4U+?QG5Y=5fu09gh
z@|p@wf})A4Z_^lBKIqO=3E#P+ELXSNWp*D1g1LW#Sr8=jyXzBX?Vo4voEL6T9c<8x
zjc%)n=;orR8=|A83qxT2lZpT9p%Epolka+@ga*D4S`u4E!SC7lxEYlG=41+!_~<Vy
zv5q$K<h!^G;N-I($z7!yUr)k>UorzG-dl|y#qvtO-Ag+k>Y5I|Goo7Avs?9QXTq!i
zIz?Hbne23<HORr<x<X}sVaL|~NXxEC&Vs)Ri#u(VT3Y1}9@BK|y_M9BuB6Uwr@Y$m
zzE$lX{p+4Yo*ft1Z}wyzI$ZwEc3M<>rN4h!<VJ%ob)hm7(@d~s>*49Q?Hz@5Kb=gv
z=Oxp#(!5}4w@3~Vx8`N8c&(;A6BGGf{Y2?$N`&Xo*gB>OL2n%LvialHh&^y0v5CoJ
zRX2v<4<It&qq+epfl@`GrJbY7M-SyEV<#f!N5ct58%5;gwDT#gbL4j_$Pt=JwIDx(
zsSOT{z^h43%|{jGv?cBpdH$m(1JE_Dvpq3FfcIGu3@K?a&y<rTU+a!ulhV(@T9TWc
zy;*)<WUscqi=}Q6T$1yhgt?z&o`fGV1Fc<MlRsivknyOGL}dR+yBY`x;?O*bOG-*R
zIXS4Z8M=xqn}-Yo_)ycQ3A7xNL`1cay9q3#3F^6BP{_9f$C2FJ1pADLkj{(f%hw8J
zsi&sab`%t}XHNF=Vzc4?+{JTWDT1M|q>I=|cwj)zgr&KN3a8|~*C?L3vsHI>u^)=-
z))e=-eWjH(b^bmz#9bs~jGgaQWfukL0TfCDLPb!?ck{;Aue^+}f_MqN;xC_P9wXz<
z{e$b4z4UNU)zu-A@(8HHWR<YdGGL%rwzJYS6L8LCN3SXw&havV#T@;Jd%4Q*dR3SC
z)Yez$xTsnUNZNVd%K*nNRUI!#GXvMA@+ESo4!?k<bLIaB#G0-bO2mKvnT%PDUoWXv
zKfiXqO5`uRvMwCR$-0^8E7<Io5<@CY@_z>?`9x?nzOXOPM%}VNAaPPq2+Km#LZWG?
zi(6z#Px&|sgfYi2lxoOxc)hY1mU5fp`9^oQ{nm#nEs|g6=CnRM+}vm~O5gbWs9|o;
zY3TZDJ6sJ<Z1m@?BzS?u=H^rdt5tb%<;3$c-gCP4v5+>1@h4%7MZDr1#CnRU$4HDh
z?y>$JW~tHiI-Cn5T2L%=+|n@;P>GR!1<90mEypwVBBF0^{+Gspw}V;vkCB&`(P?uX
zx?X@Z=!5M>{PRw=m1@@!Visz0hauMPo@=oZ16F|}#%r=JJ#5h<1L;5P(M#Pa-{}I_
zor|;0Awg!q8-d}}DZ@NTEAL=-yys+>X66jLUc1gy=J0!Ffjw%9c-RC`b}i6=|Bjof
zddNrN6KXlOPnyEr{{Be(U+M)gr_=@C4g#Vz53pSr1@?Hu<8Ja=#P2HyF-mumH4Si~
zcPiMw5~r$>5ZA|iW+Fep<Lok#Q&c=V7*o?My9=k`dVQUoR~DW)w?C3pe78gj6vekk
z8mE+)`;qV)F0fumP*ma_{M@R`<1DgEyvh5~o_<aX4POxkDRvCA{8KN!sM&BSdB=oh
z2Prpln=q7H4Kog-!_!-}l-}S&OM-to?3($g1H;waH8p!FRou0ns|s)|B34o%TWH##
zRQ7j7h#g84CJow5YC9n#0%+A9VYn!oOvoJVR|?Cs6&;Weok60PfM62Q%Dg@2f7X3C
zDwSV$ro9u<bDQfpt!vsJe>}g{OhjEUflO5wfY3$-Rj8Z}<tF&UmqD@H@!$^jVp@_r
z3PIsaXk})WG3R!rrT;zJAt}q&E>4`(x3<(=Bj+u)yH&5|Yl!}^pKGN;r%SMI=%*^X
zfG4`r(wTjfxOm8dTd2FG@ka$uZ;pWy;?9{`*OhfYZfm3LHkKK#E7uQo*M3e$b_&o8
zqH8;)rDz$XK?!l3W--03{9-u@`lA5*Ew!#QS__g>UZd1uahsFat(ym>(-(2-<E2<c
z!{WbO>?()xvpgOhEQ^CA4_I=PgJt>~8))eoGR0!8^L%U#xx97jf>DR}#athc;uWjG
z@U&~&+N%T3s|^arA@P|J$lucOr5&88@m(A`rh{R$x;E*mwBO~Kn%GroNdBurr)P>)
zdygHO1EvVNY!E_BXv*6h(<S)IH&b;_VCWK`_Z#UZ8NQ(y1+P8rZCc`(5{z5%jsx_e
z&tPm~nV$<IOs)9D<8AQnXj91#j%vYgrS<VV&QREW^KH;dij$fAIw%+C1+<_;;<A4<
ztYJqUt|P<!AEtN6!Xr1Zt7~{qpkWVn-cK@B%2hq<R***Hy1VP(H$IZ7*L^%2Fs#=I
zGPAO<Xel(lhZ;F<cfrWe6r!r$^K!Mp^^al{zVW|~>gg<h|N9Pd6i@$ikKNmYNo>Z_
z2~a^oWkOO<EzB%M5FeLsUN`B4)rX~FFieXv>iLt|*S{Mo_E*zwKt<JV>tg()g2Ig+
z9#RHFRkH@@Meku;<vmX^k1bSo5)l|fv`@(3?vvGgjrY>X2MlW!C;c??W7lOP-OcTM
zrR3+DoB3<JO<GlKc<nl8SNwCcec;pL(ne-lbCNJp*Hu=Iihm!NcGZBe{c-Ox&e}rP
z10Ay+l{8|KAB4;j<wHt^*H&rGi(Lm>%$jR;H9aQWW@({+zS0LLX_}O_ldDUOKV!mE
zCYRWQwBasR?45@EWp`!nD@K*^-3F{I$NBlOWz?Qq`-Q_&zII+$5q!zSTru)0Tl?SD
zF7uQb@AL7aa<wnMniiX!YJd6k#$pL^m9C`Wb$Xi9(=&PD*g6XPNWN1eu)#rb2b_})
zU0w`6cxkIn9>V~Tx%)b5!2b;;_k@I7{{Tb}wOKv!xm{TJZ$o=P1%@{f(UT$Gs&ZQ}
z(}q*ouCo~)KKfMqTjO0Bf!$jDMpUXyPIvXk=<)%KUgrJy>1k*A!j87!jY5^C|DA6r
z{+xOI-QAd-J^?<`_c(DOW~p6!yN$iwe2>hp_an!%MXTF{(Zbr=nBTI8t*f^)Uys?F
ze|>u=GuiA~it>CJQNPkYv#PfJeP?F7bLxM0i|GDAS@kUL$Jn~}i$8&!&j;ns$6P?=
zyFt=Kvay?g=5k%(g0z0+K}ZQ{i#x)OTZULxzke(!35Oc(o*=di{3whXfszVa9xS=Y
zd*QWhIBz#mc6Pig^w~RrM0AD$hoie&rR9xXFAkWf-aSB6Q2jw$EdbHaEKvIKt|5YH
z@)322YT?#sVNJO4b*cT(eZ1U1k3mL$l|c!J{_3*H&k9U<#FAuT;tHY|yqvXnHhDx$
zw2OXXe@$p|{9QG^aG2EeP^%qV+W9)0r+7<EZDD*nGjy9V5l9i~c-_Q>-KN4J0A4GG
z#_u!wTdw7p7E#1R1}VeEoAnyzJI!T9N;rw1T!D^7{VQ@U7cY6(hFX_Jwkv0!@xzso
z2jlWS$bGnYN+;e|&*_%Pyg%h^@>8Z8VmpS?QaTNH&`_4FOhn|P=rJzj%he^#E{)v^
zO}EZCn_D#Ew>@((pbZQubTaSe_wMhjLQ-H#^sibJ8(PuLPkzn>xITpuM|**=t<O`u
zL-X<1QoFcr)QnI0_R{dX{%0kEbizSFhU6l|oYG^4)z_-mQPBP6#;lLCa5~U5g{m<)
zh6;5QczDp$dyK@EHRFq<=^xJUy92KHN<!HpJe-DlbTUyTgPwLhHpZ5kUe?WFjoljc
zc9=wG+0D-c0?^nEtKVgUT!X@GVgl^^$bf+*P;2c%pIzW?yA*24OC<H@D5R20pel@%
z)Tn1_R&{NVH%k^c{{k_Zxv89NlBMAP8_D0GhsPMp-(EW*w|QP5PF%0sl3BPJ30`GF
zAoN1zO1$B38>2ZAoVNgm<I92)BjzwHAGAo5sFoNuHrkDQP=#Tn<teMA)2o-=N6-CL
ztm*jY^+4z^kC9#Q(rMS*ikdav26diqgpb?3gU3&Z!$2RGM-n6aPows!U9Kb5WzW{|
zt?E0->FToZ`4|dgo_3$m>mJ#Cye}~5(Ycu@BKpnHt;U`XdF--&M?(zpfNS#w6I+z*
zVQ#?$^b_~@5`Pz7m+av;+06FJsRL(l3l!Ry8$Nk4Vf}{YB^N?s^3Y^Q>40f`+h&-A
zUAHLof^5T<dTv<k9HgkTz{_&}Yn%+y%6IZ!A{KZ`VKpj3VlnqxJeZle;tioJ7&Gtt
z`@sc^1?+LwwAV~xbWpaTAF)4<JF_JI06WQS{+pr%@=xtvv%s-0j0_N#XmNUe8gKhX
ztemq^^TXhnS={g5cW>W{H&%EmLDV}{MLn`m8bqmr?Ho0B@4|C$HnqEd28|gMbF=v3
zz%nXT$qA~+Ym}?;h4QTyR&KRB9|ixxw&FqRVzBU)zN@@}waKD1P9}L5m&}m@QU+(8
zZjIH|52FW48u%%2g{0b!l$<ZRXg2Te0|TP?8%@T4tLIIg*n`1+LYGezyU#KHAW67+
z2Rx-_3_hNL;ZT`fI!G>pkmPJaKl0{=U!$6cQty}1<eixgwhC>+1cHddPNR$pK0ooU
zaI;gL3&%T`pr>6X_KOo_Zt%Y|a=l159qssdejYL5U8(l9218GMV=rjWThA<0#(p6P
zgM+=_Jl9S;Dp7b#pkl?2uDrXGyhL0(aTQ-Ec9<ZO?$<`|U=}t`g%V<2M*#%|y`i1G
zR7Q&zIR<x?VI3Ba0ggsvatPwBe8ee)&4@)_P+Y|gk=u8U3)775=4V`Anpt08=VW=c
zttoFQYiM}6J$MD+U^hZ;Li6spa5*~XNIl`|KJt^*YF|}We>2XHCm-$Zx%EXhR5|8=
zgcLUUt3(dw7Uk^Aq|J3If)jRHw@G35!-=;f*8q?qXQ*Q>1y*nWsv0xdb8|1q3}F;#
zv2acABY@}SR{Z_-^0$L)f^>@%0gje~YS;v~V1J~Lc1E$-FMi9W8F!RSvS$ql@`r>o
zRO5;+KT-Fm%Z<{~QsD4JX*s#S<F|go*KXI_zUo*nl8J9{OOY9^k?vL-t-#Ib6I&j4
zh&9S?6m*|$*X7|rLM)U>H#_4ZVPl}O89MhT_Hlb%&YB78Dso@lj%VnxnFgYZ&y`Lg
zLfHYGUWrG|ZHiQ6-`dybmqv2yRN*Efg2D1ja(`dBviEy5_g4e;LAfI=1=DR01zPHU
z!;`g=i(t)CG(j48Xjw>ERP*iQ_IOxGQ2Oksljg(8#_B1eb#699;su|3s;tXH?R`ZJ
z{*H}oqIDEW{7r8Y_m3Gmx(U@PC$3npYg;VVPh^7Om9x^u<XA3l%&;7TwM|Wvv-U63
z6fG~>sG8{I*K_-&7s}GswZv4lFc0{-Qh{xfo|b{1v&>}FM!>Bx+`2Erp?9Ogl61c*
zGUHIa4>(c4WMhOMVVly?kvI<soW$$4Xg#k?-td1<Udl*WHsd<B=j5EUK@?BtWM;1h
z9c63Puk5{doNiE^9<v$E4#<D)5)om;(tT3gedL1BqoGj7LRy7K<)60f`^fDt+x+Do
z`hER8d-d(O{;grQ^cn+1mVJm>uYtUi1S|;^<?6~szXs;q+@)ops3_>p^(^L0Fq3G#
z-ffmcCez3KEMwhF8#aM8b1Ul)`O)fgKV0bk>|q-zDQr=99U`rj1&tKZWxVs#!6~KB
zKvjg3ym|cGIy(~=ms>Fdvk$3{6sH%^4IlF5H&!2$^bpCP$>AMfo79v$Q+g9yW{a02
zUMZb5yiuf%k|@6b-D4~)(?12M>~jAbW!OAc{wg+fi3J_k<P-RZ+71DxGhKR(b)e8o
zygaC=Xz-Ofbo@dqiW5;cehFD7BATUJtN*GpcyWS_>xTd%GQ%k#($3cs=(psN>EexZ
zwTK`Cj^uTlK+cmh<gCRq1SEO)-B1FqXJO9y>__;7Ud}Fpw^m&&m5l!i|KbdJ^|bv=
z*Vf?Q$b4qbhNFb<<(*}YvPi~fUqME`t`-wheS1p|B!8spkW6r*Qpg}{|B5HbzC5VV
zF9!R1Fz-^K(&@zf3ifXJ0H-SOXjGxPs+4h4w*y@4Z%&p4v;!K~R)ih`s|d1Jzt0#~
z*2_cy_cX}E*DsZwv$oXq_z|^Xj6{VQY8ILcE8{XYvhJ8P^`8;ofXr9rU|=6<fwMy-
z-y^y|KBIZ*VIS+EqwEo2J2Uca7BhC-ss^Iq3}7iT+$bnwco1pOUNLGGeTI03vE-1p
zVHhehh$H;j$bXspT5j-)d>fP*ZR}d9zo5C&d3PWjABD#`ZtS>`RTO<G^oa%&(!zf<
z(w5<)LgaTYpZ$S(eZN*?F$5cF_%jY3<Gt=;3DTYHG37=dLS-asfcr9PmEl6(FWfMh
z%`|>0+q>(ngP-8d^kLDNZ;Hz@zIzU96%}|jjsu9wMmX0q;N(7Emaa%SlO<rVi~u;}
zTm(<tVaE>Y?jB%NI3wR(?j0-zE+!|i1~Lg_+*4C#g1FUe?#*zsQVg(*I<I0*><>cw
zMAybm!qM3vW;EK-16@#vC?I!pOuZz>4`zxDJl~an<&3+Z+0$<Yib=fkcrW$`D$|!m
zC}9@$<?WZ0hh$q@WV#bw6A^QM=xKr}-_x`GuCPt8!vYxRN2lf6Ompc0u1<2rTf~0_
zKTfc635K9O<wYtEvTKc)-HKA5QS1iLPO%#TfCK+N{rFJpyWX4c9)!9TFl`EI)U+sR
zJ4_nxYz;#ydz;BMp(8Goj&M8R%bZBbS4c^Fh1|WLd34pBo|Yab@noHa?@^@@L~n__
z$X-mKyS^SK47#o>eGa;uOBRk8w0uM?T^4j&_uW=q1Z|r_Md^dtC{<oGzwSCeykIq*
z55~~A5}QWsqC(H#p2MRvILPa`*@0^@)CkZ)vxk#wJYxm&ni5t{>mkiU#{6z;GngI%
zX}B%(Rp{7xqo@JDtiN+=BD_6O$wE^}>M3fSTKhP+I^-zG`39vN5cSHM5N@u3Qn(!!
z*3S1eRCH*G99+$H0@tCihqjoGV{nk$EqdiY1$S-S?-X|uzEfebXuOs80lCIdi(x7*
z!rgKX95o&J%_<I@gVbeh+Ul_&Eo7OoA43i}u^Kf?oX}_jc~9rg5ob!P<dnpRqb<`{
z@{vP3t0Zrdo=yd0k0#X7`*%11_uCHs&DT=<#0?uHNv*Q;MY8j?*rIHKWf*#(ln0#c
zVjU_QA!G>OZtVV@e^w*4Y{A?<eT25dz>^da!nkNwV?0{y=Oxk>fv4d$<JZjb#?H=8
z8%aKt`_Upghoh;fsjZ8uC&GYqBrh5kMK+kqHY*qWgKw1GubW^(q^3kw$D5CBro})}
zG{U9<#p*CU&3E?W+Udrh`3ROVt=>;n3TI-Gim3S{BqaG<5RO*T5wS0z4qHht6ih&o
zX;>tH(3Q4*5hfvn?}ZfJIN9-Zl*5g~my`oPG9D?=#>3-1@~n8X4WlLVQTFs|vF)R4
z<MWoV^W&8;KI(#H?I2#X@f5xT)T|JwN8G+{W`>TqPd0h9ek?DgrSVs<+zyyshbnhV
z%iFk-eO`6hKAW`Ve7PGyFvd<9{<2b0k(2tAkdu?+ca+l6SqU_*zpboeu2aFurdv^|
zkiO)tC0m9+H(^Z441d=;{q0o9g<s(eUcW*w(W!bd@FRBXtB-9L-PbBUj6E(odm^}T
z=Bdz_qtF~QJG0B>%>Jr-N)8j0a3#?rjdnq=SwH9c0RtOU)E!YfXr-MP$e;VgFlyWF
zwNt$@u9B1kn00zGl&4Fd_5UgXT}mg2YxOo4YStFcMpAnGZGs7DGh`gwd7u02+)JOX
zN7;*1f7}0l_#?A@?8zZ>w_S4zj##}|hKJG_is>)Us|i~<Tdkk8Eb{fuIW4VbQn0TU
z1cS{16_1+J6ci6p__hW&uJ*GE20g$5TepbT7%V!ds%Zh5mneiZYE7#ISI>l|DB<3m
zv%0tKqT@tm)nx{z%e(|Wp}T%K7uTr~no#vGJ*MiL9%-DLx0L;|DGhqnjDHmSm{8!T
z(~rg>-f9A{leF%UW;tHAcP_)Xt5(I#HfEk2cwW@>tl&y7kM|=WnJtfY&`!hVW;*9x
zq4B|9#s9GuvhX!_!SFT7usl{$-_1Qw$KJt<bftV`^Z8oh-8X>_xe!xM53AsHPW3f0
z2$DX|rrv%<({d=Y75DX7+UNaxy3Jo1?$!5q*TU6K_^q&fVFam-Cx0Oo`|Z`u&0VlL
z{}&y%JKJZ2n|J$Q30-a1tEoXg-YrpI?~4OqoUD+#>8l#AtJZPtSb>nCty^<1YK8bs
zQkDZVqi(5R-g8sRNxe|}?F*_368AP)M6H!MzqIXURk$?}OO0S`q^|x3+9o9L&$jp?
z=hTWB%mE1t0l3J;jZA)o!PO(F_^8h<u|!1&9lu$kfS9foQVG6?_L!p2$|xqgM2%KI
zq!7FEK$Q1-qtgf9Pzln>NZ9f|&G)PGCzz0}R<Es90$lIWpG1zCPLeLryL+t^Z{1av
zW!<^IMF@jYJ|4K@62Uy6*`DgDdNno+r}aI07hGg5+so1^w~?ZvdzGpVCfDN6GcAbF
z_qU^z-G^rTg3F@dD0=NE*7lwV%2p^wmX8$cZ8S$m7|{GSrJCOUDiMCMjqHR&Ffo6#
z4)LJ^vu8XLsb*T&z`;AV51_R^CM}*somtZgfFggTZe%$fKMZM&pQPg9LpieC`(8kh
zp=37(plsnu7a;eOhDZ%Lsph?Oy+Ao0=Xmu$_kRW%I!e_MBUnesitQ*<*CnjkaQ;||
ziVp}y80ABT<p4@^T@UXAUEoM@pMzUY-ZzA^ydl;7ztag6eqk$%7y0gfe|Elj{z!ID
z(2(Vu5o}}!mmEI*rUPUj9v6QT;;VJ@$O7f^N=4Wc<QmH@yiKxeB%>1hs?r;CN2gz2
zwdZ$;tKps#1O$wtR)S_`)?()4wKf_0_W6^y(JQ%i{z7^TMLn>nB1Q|uX=e)yYW3kZ
zD(6yCT%~c#hG@`&%6JlKPz1+V^iSOAdw}?Cj7N{6$4|-`PXj;x4e<H=n^94ngMq<M
z3*y>^hYw_@67;|Q{TGWdjMOP$YPR0$l+D!4xwoL$e4-nVdj@N416-HGe59dGv4-F4
z)RsLebJhc9L1EHHo3$X$^Yuz{?y+c({(NeAOS~-1H#Dukx-T?(o=`2EG`1S?@zg01
zdE>WYWnZ2DA|y;dIYul!>(FyrTY8;$w|CvWsmkKs&#;G3{f6O2je#%3>SrDEb7~gl
z7xeVA(rnMd2)9?d<&)rSmfZZ1p7jrL-y>5P*Wi<uC`{Cm;4)+{{jWE=()7*MR_nD|
zo%V~b7u;;RZO7GETrw7DNO9$@Ogso*P0fTEn?jFz$@-n*O>b9{gE1X5HeqWdO?05E
zM^xAKSKe}YVkFRO@lVLV=D&Op?Uo%#PpCY}+N(pBb+LRSHkN76hDZs?RQ!SaiE0F>
z><kEP_-XkB%lqdoJUiocDciy3eWdj3Grp7I(|>gC$GKMHbwgK;!7%X;s;XRmQYPDY
zoqO!48B$n4xOBA$dvvpl`qNv<P^oFlIxFAzL;qJEa+MU!Q3~ezBS`}{X@}laxResM
zb|QW*nsU;CBa5ey5PxsZobl?ClI7Hx?GpKb{=we;1`1?+yKr<el@&fgNal$oc8QMO
zM*^-)grc@G&M9&}tfU29P8f$WHalz|;lG2!1P$p`s68g@Y}nt|QGmWt5j2Z6yy}hk
zml9S^s-Ze4Q2K4_2J-f7MGSZd5ln3iDjTfMx<Fe|GG!;nUGxPj{^jSPhgmtV7Nt79
zDMEgDFOvnm^eN=7yCIk!I<Py_nUT7*w!+7-h*R<@f0F_WwyXF;H*#&s^_DH>gZAPM
z>&WPCMJpHdT=3eLH%|s3v2m{}_}n$s5A5Pyd841*iyu+9<${_7&H`w_3HKg|W$jjW
z<ChgE!*kFKgO?e)x^O5wQ0ddGzkE0&x8&>!YR%8Nr-K{KuLwd%g-sF}^BKn1MbFwY
z>Rq3jc_ECfIGZMkr;IOZ`Mcb&;Zx9ckIc}H9z$2}I!J?^<H)?lSEcN2`J}Fi^;xq&
zj^tE7ytPEuTOoL9SQMeUsth4in+C!<bh3aR8$n=@FeLk`?&$R7Pbp|sr)=9QbM^Sa
z*(FYp^bLtGwqxy6%WXG3ct!T0SWaMxNq@b&JL}%_OdF-P!QWs6{ge8L|Dp0_EkNg^
z!1!Y8ckKJxWOH-cW^A1OimY`fH-Ruy>-Rww7Q)5D0d_4V)_WnS0G&VnK5_Lzp!dY&
z+tbxvpJcg!FMf9uu*LaQhIdo$kHgKYO>TRW!^w3V6KnRfrA7KhRZYmVD&=y&FdEI}
z<eIV0AXZCa0U|>kjW`rAJ)K@an=T|MX1||fX%teDDs|=3(aR?V1!n+C%rC24`$>B@
zmnrwnC*CVpIm^$k_rDqV(-z$-`j!!u@gEZGXtDSNG06-S<x@)RA|oi6Ak_^G0jOfJ
zr3<|RgkrEUA%6v8#&rwCngyY5GTk$YB<Tt;hOG7Sacp0ee+uw7K=n@fvE`PMJnreF
zlR791<0zi@5XrpE#KT?LVDL4%{;*B!7k5c$sy%p?(m3?SZ1x5zhj@);H1A!W;eWjR
zy=nQl&N_xon(K73Fd;w~sS;rXB<vTLO<Rubyt|1wE9P)_P30o#qHYRf%rYYkUA2T*
zm5mkl|I}jQXMTl%rxOYY(bnlgXTmfGaN9I;Hf&ieQRKcw4TG&4xi3Kr_ER_b3bzVi
zH~mE#IYz}-ycJE&;aJ>Sqc3J7%k6|>^6U@l7ZUjG!X;VBf?J!YZ_gc9_qyW8ERkyU
zM^LMah@7e>Zd5tgMNtBl0KpW5yWqX%fJwsbkHe2_q-*+M7Q)wZ&jevjhPqj36#v`r
zS)D7GU?kcLs6(D?=P+xpddm{U;{=*{Pu7n7AU{C2i!>og{V!1{UO?EzgaL;P8WqA4
z5P+1EDNu$z8lS4}`a}`Jb@K$%K0Si#5LG9k%c$ZynWmdryg`RjC=(>k#csrLD;9_4
ztQBKlllXkZnICZ$%pdK=o#(j&*V_{0)sBk#q|KQNVAyxXmO=3_vH*_I?X5pj`jFjz
z2Qa~5GLAJGwrXCdTIt8>uj4juqP=L=l4*ZqzS{}n0?;Xhx@o3(TEL^TQ_;b@UY1N+
zejXJq!|$UQU}^D)<RT#!WQzI@Nvz;#$N4?(FaSp$ASPeI<_T#WU1B;Q<T>Ar$G5<c
zqPn_bl+NpfG$TNez@aWHet6`u2I6~@$A80v5ABjmyIS=|`{Y8&&#RFT0(~t@L@?ow
z8>?a$piunv`(jxCXkR|Gt-_3xlUTMOAtR$-i*$hV2iI!P3J%WBJk{EHv2F&qzK4}X
zl0!wr?w*Q6JynO`X3S47<#R9AyMD~74}bk=CW#D6?tO(-sGXwZP6_7H&A+$SX;j;q
zfm6OTZLoyxkL_;gzO@&D<wKt^b4m_6)?E&%I$p3br1?#l?qb|*&?+7UZm|{M5cHar
zeSq0VO_N}b*S7$s3yJlZ_@5yP<_(CXSoaTe8YWi!&!6N^GI+gObRW)yqwBSY&zCYy
z+_b<Q84zeu!>=^HOuA}Iu2u!NT!R6hGsLx_PE?sMJ)2IkW>vmM1E&7+h5afK@`DD>
z@|iwAIrr`RkNa}Ay}88s<1mjI5SH~GsSJJlu^`~42?p=2cmku&)vnH#aAE$8u*`rU
zbqX`P$G2WtEebLY`R#Gt{CKwXCau$^nT;EU%B@7iBi8a5QtQ@*%qsLKk;y<6iJw;%
z_h)UHA#tQy@?Q6(AWC+_g;-*3LJYT(L6(ZpVP5pgYON+#*e189jlo{MJp+Xm>GYE<
z&^0%=b<CQ%mf~N5+a~q<2Uk#E<wJ7VJ8(WzVAP+L*qJ=T;ZM8vL|ae1Dm6s2)Xec<
z8eQ(`G5sjV-xYo#(;uaI(rRgxm+m)@a%Gg3YAQ~-P(l&O5HEg%d+=8?>!EttNY=m5
zay_~<T9Bm??4LzY<RHYrsVN*e=q8{HZC-f>{n>puV7TJ$YA)VCt|bgWvbKKp7fvmt
zRajD0TUhk#6E6|bA2K#MGIUELjFy#h;@X8EMT<|jz|PjSvA-=Kh%j{CEkK;v+R}}I
z%vwFLTi?AER|upZ0iaBtiJd73{+{<Q;7+ByZNY8K!f`Ixo?~wtC`i9mf<*`m5>eF(
z{UWkh8+A7;qKbG{{W~Gd4I4r5<u+%hvA%jlJo$|X&mo$oGFO%TY|TiJObnp#Gjn)+
za=oU3$mYvHA*R2bip1B%K=e=3a=sjZkv)R-oi%D_Rq08eKa&l@oM?dvK~`mK=0%Rs
zW|4JMWVv9^sn5(RxAX*8{|S=Y<$ym)gvb_)k`LjyZ+pI)Dq&c-;&8mBmbqnbIvs=A
z_8>*W47N%07@{U$NslXzRWZ2@<y~+aO@DV_rOD$ZEZIQjbHi=u*Crc_0FJ4Ez+Iip
zcHxhe+g`s!z5E?W56Edum!RHUa^`J^#R%wp9IPT{rM$0@bm74>PB-C4;f{zSdzN47
ztZ_Feib?z_Gr#x|ch~DvW+3@rLe)ShP%}hq(R#Y}uwLLm+$s)IE0=3;r+%t_$%Vae
z&HOQ;M;G7k9G%-;vIvtzr9LsAKD;6q^jTq6+nb|&%lx>&v66Sf#^yL!5O8xaG2cy^
zN1|-T%$)Pyf1XWKG*V!aJKY)7btayvn&w5F$H6?`=-LD>XwRT7h4|)6sV))X4b8h4
zjggjtQ~l?r=7~iXFv)X~pvxi$`jsHQKZyMj3b(_;!_H1Yw;Fl8Pw*{1Hs1fa3p&G&
zL+^3YSZYl;ed&r9R6u`B7h+$EhWnNOj1XPQqR)`|7&g7YtA{>0+!SAn6zM09?sI_g
z0SqOYZ#CEIIiaW*uk4l6nD~>Kd#h+cIa5D$0sWZ5^Wz=u?kRDdgaNsq!Y*SlO*RVO
z^WAO2Ul=m?uY-!dH~EuMbn=n1mO`tzTWf1G_qqzG@6ZHTG8$RvnN44&*Pn=s3KD*O
z(Ee7BoUYLQR=nTNEcL7i{M5~RF1rs`Om2Rlr50}s2?{B%*mIsTL>#eX7{{;4Y^O(0
zLPRATzUV@LX|@cPd?OlHvSpA8m}!FJ`El$LUH|luVCB8q@<=z63v|<U#J1=VO32oj
zxa8;G`L4$zxu!O?;<FbCL6aI4%+YfI2N*p4nyKPPi7lYprtq84Q5>bK-k&iH>ZDc&
zZ@->u2b+=?Y3GMHdFOCT3qM0dc#6QSNyoL&Es(M>#E?Pa3(pB6R`&m~Nu6s7{(?qj
zO1AtHGM-XB?Lk1heDK`7E>x^E=sXyCsI6d?9$FlMg%2|h+O{5=<afNeZM<tP8*<L2
zAYsH|Z2rIjnPFtqU=pqHMERik>_&V{OAniCCGm1R=%X5pLrNMHnR#8J4U-(h3FsM9
zga~<cqgXJ}gl-$NyzjnkuvLBVZ3UYizz%fFD+;q)0^%RAex`OUVO`Ywe;|neIld=~
zp%u683f_tlebXVeh8jWa&0t%)y`t`;cVxtfQYA4FHB+qI$11AWX)HqyR=J*xc!iv<
zCwj=rgF{0-jfY9FY7zP{`5S({y0`Dd7=@XVot;BT4jWs}IUv~>rgt`_x<upGK3g__
zs`~@*-G7eD^atY+5+D^}Th}0WArys#WEXP)&ggDnhkN5gt+WjHUW{|}@U=`;^;5v?
zK_EorPuK{s$$fGH62TX$KZj^K$fHj0;_WI8pRCsfsY&`U_09l$3VCs{%>Vqj61(dj
z1>l@*;v7B(tp*>CoDoF;w^j%L=K~6y;^UE8;$3a!tzPTzprytf4Y}a4!Gua{crgV(
zH^x1Qy1~KC0#&+>4~)Ul#b%gfq(t)4LitbQs|En6hc#_E7$l;$Z1^NuL1toj4zx)t
z)QDY36!Nch*KZK?u7Sk#Y{%c#G)j;O>c>XI7t{?JKtL;&j}ToU^00(Yg-t<-!;hd)
zwmxu!kxW5WRB~>hVk478L=G7UHR`E1_qU`MJ5jG6y@PGMU5BI?>WdOdf}7{cDd-O#
zS>dgnVXv}Kk^aIdC-U%vLW`{tU(b+M2g}`deyy~fP8~9!u#oDHNCcLPAidqOf$Flh
zs;Nx4I8TFY-2eld-LC&k!9<AVcafcihQ|o4u0YOEq8i|(CR~n#N3bt=W6*ZVja;2T
zlDNAlSd!p--j(=BM*S#!VH|xs*{O=?5CR1%Kz{p|D8jxPdt^lc#vuCMr`KrCi8Poa
zt<Mu&W6`~oonaLpYKcs4iRY}JC=6kDGB<V;PW(b|SH<ssw*EvYqE7yehGl6)RdTFb
zz8qr*wT8Y=9D;c+4ZqS?>MdR}NGw<qEtY$iTyyH$zR@T54_ePZSbbl!s;%^CqyCYz
zIl?oCQy^F@gc~6Bdu-(sFFbln&+@|`J<b}LRfno{JF)>zV1F#;5AVPW-;1IPig!!c
z(xz)~V&cN8tDpE3pZ$W`uiXrt=ooP(S7D|+^gn7D!AUV_8xdtb5P^%dB9Z|eHMOWR
z(MUrXqoWWa6urxijIxCV+;7bCnJ_H=(g1g}x(%~|Z29nUX80WL-QAr_Bqt3Y;wq1x
z?!YlBr=Ay;-zHF(2*_KY3t}F6kRdlrzvhF`IYk>u$QHnl32O6y|HAcSep~u_g0iPX
z>FbS4!0hYGU+FoKOdKDK`&_xs%#iGdf@MM7_fRP@<icfSgVBH9m)@!kN9t{l_J@c<
z!tu~$iLvQ=lZLQJR2)7KBb0&XO0YH5q)y(=RvWIisJz5CJ;ezk>1rC#$&;~0QfO)~
zDczZO`IezF%atxzgX?6LP9s%9hMH;8I-}&xcI!92!K<3CV#pSEYyh*$QR*~V0SN1n
z#LiXKcix95E~{y4p4RXoO3(HqP??A-H3(LzlYpGl=ON`?iV3;8InLDFV7q`}W^P=y
zEm_|3ZSCtf=?l;HfD^2eSN4UV(M1G4Yx0rb7faakC2XK|sY2UR#ju6VxKDDBB{bzO
zrqK_xbB3zl6pY5hTUNPb*DpWbiKV~uY#Nt%)-${t+*4Xy@2e!aG>Qvt&#U2Apy`La
zmtgfNVb9fx+pBL+1Ue3<_%f)+*O7)VWQZew-pI2!B*Vre{=UOR(@4e~7gQfHX<ei<
zG=WPVwk=Wa&1*+&R?uSZ8*(u@`QTf^%qy)tpC37W7x*RdVx1sSY`cF^Or1vsIqo}0
zL8fqwtB3jf>-MxG<H{_;qyThwD=jN&>>ErdL;^xCd)Jz80XMWQNIJce6iyj>sxcx_
ztjr<7uk85JU%Ih<ad`5jxp);gv(9+n&9E!qBd&!g>6VVf`=gqAqNiLSfe8Z;;IZCW
zHnn6o1-iP(c0`hZVY#_t;R+4}^hIB9W{nTU?!yKAu}m<2f9Me#LV>>PGQPKUO~sT&
zTY626)9+K!l>`!%SH6SWg_q=4f3O#_Q0~D(Il@#xP-7q<He}GsDpIs0Ywb)+x>BM@
z#iwje!N1*Lgo%v4M>HST92fXWUZclq7>BbfP}fA6?)W#i^0JVo!n77Ase%elBXQe@
zOSOO8z6D(|mg903T7?`}l}YS8<ubKL%hTK$5L_rKg@S@Uc6RoEBfVC$lNhkou@^DN
zu90pce2WMY8HOz5%CrVlx8t3KV`;_pgI<ab$wb+#7+SQ3UtSg7@7Q;KNZ*&lZ_*U6
z^U}0>tL~2&5J-q~#0`vF9Q(wYT*U<;eds9}v3_$HSIHSY6Vi~(zxP$~+Y|v(dEABY
z?LtPcq`T<q5Yf8R2)qweC~)qQ>DBDIT(P%1Y4dJ4(?3({*i<}|R`~Mlk%Y7YntvPM
z$b9@bm?&sBdlwAatx*`|SU8O|<g{rBradagy+Gd2T1PX4)_}=H^V7<;!Y50O;T0J|
z3f89Re4!{-frxjsDYkrOIAir@(rAfemH{NKEBkbQEts(|Ld`IMaD&%K&qXey37Pc_
z;dzS5-+Af~4jP*9ofg)=%L?KH>uixZ?7lIdX<L*;T&qWoqKo`_MB(C1yzpONL=!Br
zzUr|%Z~P;0Ji@WIcJGS>$_?Hej@}-YIn3Az-_v;og#QRywlN_4fNhZPi_Cepce;~Q
zN;q*D`*x)zg)|^TR<ar8Vf+FRG?Lz4_c&IDVmJJ~Mqx)X6YqynI=+0k-uVy&$?he#
zTBjrJYlEUWBtnHnK|g%=5<LNJu+v-;{Ru!XEGRzuV&YY3zu%|v`LF8vJ>DabE^#Pe
z9|<OOUfuhfVI*vT>PqcZaEy;2(LPl{YtGQKZp#euF}<#MD92unMUmZg*84aL4;4q*
zkXoaEAy$H*dSJr|n<WxRNPa=wFayWPKB!3h8Sc{?os&1upwInrb^$i**=bOao2##O
z?TNGsjSwJoAmmBVMf*EP#4~IlG!s1HH<2#~O{QHmBzM0&OP6Q6)@)tfXDCUORLlpB
zFfqi?gx5IK1DJDq9$#inlz#f#xj760XNt0EI^ro#8S#DF)~RT$fuBD~A**W*pR`&J
zsNyJ}GZK1z+n+It%!!g|C1RFx*&p-|-fH1PEs;)<k*Ip*T&ajvvP%NqN|F_}^%j2P
zW9@Fk_R{Hu!u&n3@~p>!C|78F$n9ITZ(eW|wg-h#)lu?Z2^~XD#}m`n5C_p)mctzG
zp`oa(gXP&Gjy7~rC}oy2%pQT>K#Z*=nu57@y@`htL<S2(hN-ELBeYK}MLhC=OFV|y
zE}08;AtqI{fhR?ixAFEl(>=5nEOTCczLAX(5ugA|^5sGk%-Q4J6g<D*a6y-*0K2Is
zLIF)NII$0&v7-jVt`J@q30a4yj$8JymPKW#0&#T;`FcEdFto#XNjGNVB(=O{j%7~v
ztYSon+v`S}fim^G2O+;uNRt?f#a#Hj8vGopZrx*JHEGq24#M`jp}F3l-Q08AG|&A%
zOuYklZqc%}8{4*RCo8tGV%xTD+jg>I+qP}nc5-vRefDYh7rd>FIo~;Y^?G_021w4k
zZgdEcJb#!qd&r`N_B1}hHOb;M<8FL(U;Ugth|cvBLy3gZdMA`Vnk5fX8#^0|6Yjd4
z7CvUBk=tb9R$5M_D0zT;jr2K?{@F(xv8b+x2K?k=IrSEZ*Pdzo=m1^FpAtFuS3M<B
z!^d6D_%qZWOvzsl=eOt{rT?C=H0Q~)w66~lmaTqTN`R2(z@1OQzlO=rn(bP)gy+UO
z74Q=t9HT^dhFXeRwMVd|w$l#XJYAJLs*ItQXfo}DLMSXLgxT{nT8hjB+KG|x`7Yb4
z&_BPTEXFi87DCr>@7&igzib{gAc)WVG;ab`Gy0!1Wm>h&m)hEVz>E{$xkW$oxqR<t
z6vLazrl+fD`&)BeNG@KqM7%Z>9cPELfX+Y8=Lcal9lu~-%uQU>2U?#o-Iue?==>t$
zARk`JuTWEd3wr{7rEwvk4=$<%p_Gl#4)sZ|N1-B};qBH0U*VTF6`1A6Mk9QGLfIC(
zJ~~#15*NXBz-{{!u{y*p;EfH2>xla5Ogqa{k_R&YTbZ{nkwzNAORVPucD1Fx@8)7m
zSApuyf>yy3t_-XgL7@<?@sUBdEvg&WS65^Tk|4G2=<BB`Y-SHz>gYuG$e;ml1jQVr
zeL}u(OAqqEN8ce>qd28Aee}&cME)X-&oSv764r4G31W=H!rLz~GCNR9z#ZmZ30ym>
zq^B9&>c;(#Y-Qq1lo5pLBeQ7^Sa2{aKgGNTp*A}*$&PbzvjVjAzN~MBGp=`$G~rc@
zX#;2jUeStIiCN2b>`N%^EOwsP$XesgJL7D23>DWtbKPl-Vy<)`w&(I!xEk!IR^^p3
z+#SMd;pb+hwX)6^&V_?$x7Roy?K;KC@U$)ri)c+~c6XBV{f_D^bMdk`-!_BC#F1w6
zbc&Vh2(>&eo69+k9|gSwT$mEzY3W6=IF}USEawqu#BQhP=4=YyR@}yi0b9AJo$G2L
zBk#chxj|YO;AW@<Vuf|G#lZY|*C3~mDft6o4^Y;|{KvTq{7wg)n#oGK(yk>FFx3G|
zjO=FMV6}k1$W^NIRj~%({~3-X_Y>d88dP#(heYb-eL48`J#YU8<X97|NJtPM1VjRO
z0?2s^O`(4cdcvcxBT8EY1-37$&`a%Adq5IRL`~(Yu~t>SThhi@rLyRV!oQGcT(f%G
zR%_Inzv}g$mviJ+1){|*n*aEFb@j3VVK$}Jc^84D#o#q`FzuMJ=-EKty&4>mY5Of`
zaI|(bkB~^Ir`OQiDaW;!d`SVI7o7q0cwR`3I9F$^(<asY_rC=~asd*lBVi#0bA+i)
z_D)}~7r@`IHebN=P|T9^*Bu#%SjPB+E@XT#x;{TsMO3QdxmVodm=wqbg)>?Oq$La}
zIo-!KrmR#LDD!dz4z_!PlsFPZXvjA&x}V+?dZ<mu?Hj)|gx{jeAnBqKC2IFr6)KX1
zG*PVjeCj#6ks)>x#XMFfW72530oUNDgAsB5K!EXh!L>f{Bf~Fba>sTkHz=A`ilDm2
zxiXR6gLm0PATSAJXsVCTO%u>a7=CK-Cio6tTMIPf1nbQJC2RAyEDc_^^m%-t8<cG>
zeOTXWe_H6@g9dm3e;d^;u7xz+L6N|lO6hFQK+M?5{E?O|@BFcs{;6si*EmK|s5%$O
zm~0;A-N`Y`LX6gv7wf~Rl#XpRMuFA%IHBp#dviyI3s-eup6Np+w$B;*@6RfUb}m&2
z7kOB5VQd9}bk4UrSTVKCY6D^7Q4!{$Ei+_G1y*2z1|bClO>rY4*(dr(j)3SvzlL+;
z;7iX3^$K#4sSu#)?vfkqD>Gi*<=5TMJFVcba3U@Mw`*F%owo*4n3jBRNAAX&G&r;8
zlKra8z6=CiyCKm;2K)PZ7fD^+{$n<0m4lfW7cp=BlAEwppZouo`aXcVa#CN2pQu*X
zer&7q7T7?<Hsd6*_ihMS0}f@KS#~Tu9zdj8T{*K>cib;eM?#^w2i2a{uZwdG?v&!q
zOQqlhtb{24lx5<J9StC;%7&F#0!!aM^aE1i#A+Vt0D~c#{nCw(3f|vIj3HHkgAZW3
zV>rrHvnK&$BCZ!}0qAbk#29MEtIC1e|E%onaB;Z3Tfs+NR)lwhx~Ts_G}mu@7Un`q
zuYTr0z?>)#Y;D@LwP_E=+STzIUBvIdZ6}k=0_DC_R~|sOQ1=v&PEI1KQh<_rpbmvz
zMg6?j5u?i;S2zh0Z69fBAR?+7uoS=qbe|+Fp!t-9=Y`n4#HZVPWVx?tzU{z%%{P!W
z5y1_?en2-nYLc$1d1pA(l!%7*`1%V*N<qpcmN1d{uE2GE(eb4Pii%~(Y!}prheK_&
z+>8|*<4zSh4dWhmUyEphj#R#WG7|k(W747p&`>>cf@}^a@DTnxR;!`6jp2|u9yY_y
z@ty|jfhy6)hA~ez%--&T){b~2<ScVIpFxoF(4z7<kEi96#9ta-Oai1jK(*tWScq)=
zBb}?BsIo@5+EgJMpQ3ZOoR3+^=EHyUXzE{=CFq(!dYuo#zLnXHL(|&B3XLuW6h{dk
zkj{5-Rc`}261lB*4=<Yw?gOSjR{&5yCp=(;W{XX<oJCb*o{z=;G_6@_S=zgYf#A*j
z=0jEhZ|&BbheuW$_QhMc*>!O6!@N^^r{l?VYrK8QFzZ8xty<U@7bD!(+}O+xQqOzk
ze?88(U~gsG?-6^{`_od?&T0jS*@)?swULtW%a|a1ZUNW>m^$K$rk-l_IXNClW|5a_
zm;zgsjCChW2JvCZLyDbO9A>C+E)=zYyDZKRn$z*g$#@xFL=TaLcBnYuy;5HY+CV89
zr#P3O3Z<PECjnp(ji7j>yN5AVBzlo(JOv~_ZJ*ISxX`+o1wJ#x*Q9b|6DHF=jHFdi
z3q)fhC{;orK|t5nLRm5<wv$vO=T;uVoax(`wnxGxEA3uLn3Gh%iRA$7*D1~dB&OFX
zP2bzs#d)OutABCXsZnwJtyCnZu1dlZxP9YUL{yMf^Sb1@JE+(>pW}L{mL|^B+-TKA
zvyDuJ`mbLwJh$^M0UroQQ$u+mP>f`@F#KRxl0d*jz(tR8F~18aviJ9qXskYgIy6?@
zz?|s*$)`l1in!4SqFM@ZP%75H!qoMjC6x=RTO80<%*8>N$vxfx8QVOpxrZ6%NHu-2
z_ht|3u{^T0SDw|`KG(sT!FoRjxI0$1fc!z5g(0iWl?rJL1mgw@a!9CR#r?!10w!2i
zp9D(S*gD@W01|f`ptIw|Dm29kO@QENW?#OabFj@)cEwG{kr0*JxF~g;?F9j9U27R~
zG0x9L!_kaSzSJTSeGEhqB}&G#L6+m4{<R1j+r7D)LwDb%A1oAsKy>i9zR3gA4@!HA
zP~Dc9^5^d8?clwVHcTJqnQImgHH9B3U!Nzm0so&9E^(Op$kX(iJ0vq$fm>C1o{HLt
z#<Fc=&`hmO8pcMFW0C3*E)%|i?vs+e922J2Jt?ghSCLa=oZj>ARs-JnZ;YKbe2n^c
zx%G$x2U;#m`d26967>5Nw+ON#^c5V;KGj7~ng&>hq7UvmfK^K)3D7pF=D;@O=<9*R
z@VIw(1&+7xjl#1|k%6-s?K(ieodCL>b1p2wJL_lrdT-<A<mPmx8YFE?Fb;6|3L-ru
zyn}y>@_je1zOVt}At}g>)hNkyu}3jGlQ=J;b4w=3*1|cqlMRAEYM)iui<F~_WMpAe
zXf2ATyMA2tzAagW4%F+d$hZ$e4xummIz|j>)d|BghiVG_MK|-mf|29o;kp?(c;C5Y
zRvDrpT2tbC$;N9!Wn7xMHI3v9YW#l+jcCg7=!f@0V@T%3%lagozQcp7(OVC-!-n*L
zQIpG20NlJOOlYeF&HF5;TjHqpX5t`U#Q&r&hn%e1V4za6Si;h4bFrP{GQ);C1vgGN
zm(rp5S~^S@)Zx$qMhm5RQJJGZbkJ3(r6<d(mpPLkL$1r{Afe&r62uLE9msxnb@@(d
zjPxXtXTs|zhq@S}h1Wm&FY~U3RyxT?kg)Ap>{_c5qwF84nJE)M+dkjJ@jrg!hY=z7
z+l*?WHpoa^a67(?)VB@dg@&+NHpEENFQ%&mn<_}f`qJ237p7?dJ`<)rK>ro-$5Iv&
z+~PJB^@dSRZ>~D~?P}mD2m$p#nYZ-yloH@VoMwIg9|j(4_7=h}1;>K|X?eUCsAFQP
z%^<!YKx*1(1%Uql)cYAmqBwjDXC|yVqQVNT1J6j$2k!+aPE^=NlCuH@UD7iuIY#^|
z5RRTEG0s=72^6pZ!oDesgo8Sy#iocVekb2OiaK3YSV9I7f3jBl|Cp1ykNkNj&6P|N
zCK#rFEzP~USvi3#Ji>5Ce03GN-Qa(Y+W8@jNRq0@h_TcCtu{s8gd4YQs8ZyqZQ1Ww
zNq{il1C*^|y{dvBkJS)bs4|q#hXgM(CSUz6hroBDnBFRu%75T~P{cuy1Pm;T@jG9#
zB;%A_%KXK~Xe*v$%HJv#Ws;>w7Lh9AO;uH147<-AQI%K&S6}~%)2Z^Mu;Oh1bV@yr
z1Tnd}6WBgeULni^3<sU6*$h$Yfs0ec0tfPshT7OE63GEUG0i5miEn5bYmd@dyV99C
zp`;?eX}}XSN=ap_O!-@|<2^yey^dkMzczcWGk?jV7X(Vt1*MscF4>-sJ?#hS6fY0p
zG9A<gm9-pwt98<pv3-zWe+n>w^+5p;BMj`V0}A$DOfYW~9^QQOAq*4hC@=87imaV=
zf4)o6B24BhV?$2u&fP8)w*t-RPz~Pr)%41B{rBN3eDZ3vJA&1O#vrDEYtP$vWC+Ue
zd3TKIQU$>{g-dhEkx>?;fTd_m6A2H)ErQToxwsiJxHWC9ul#ngQH_cBqIw}S*6hFv
zo~S%U@7KW;sIhU~*L4$c-Mo|(rp5{{W9T34p5Z4BuHb25!Xxht4%31u4dx9hUm=ov
zugS*A@9()Iz@O#}UDn$2AU|iDIO8#%Hf%7dfy-B3?{wkIyy;8cWj0QG)Ejn|+++A(
zX=G)Z2tBk;t1GYA{#9OI&iaPSYT49FQ~gawQ&AEhpE!jQ@e>DujR2#PiWK^+|D@GM
z$QD<Vz$<p=^yFw$fhLYiz$39}**5}5#7*!Hlszmaw(U86dd3fYsYF*7SXKK?>I8+a
zvk;w>-yh6_78EqZ!F5+vl4PsQmrD$VQOO`hBF=b>7I6HJl&<4cWHh^>LSWVX{4f+S
zB!r!>kTYC>qoMNEfC-2ZDm&{3W7n`tQfeKWp8V!MUExo_B9}<U1)nn|MKRk05{YVy
z8F#P_t9{3+(g3l9d=oweq8cZ79}xr*J$+--ye{sf=l)z~55Gxvud=SyLTtFGQ5L|~
zR)aCGT}n>$?Q(f^{T;J{o7Ofz4INz`#qJd;(h1}6MnS{+*}?E0<#v>y>7T11I(QRW
z)7zl?zgL0Lm^UWv86^3N1lMq@7;k-;bOUq^m9lP?82(7OWK6jjxA5khv_FG7kz@da
zK(e~d3(+=Z^Sf`LQQ~)0;<T54QI&5q0(60`qzG|TU_1m*55x1La!Mlu4fC;CA4JWC
z0ut9k=_gf<R2Sdh;P^19J#+6qhwAz+em1Ur!eO#^P>AP^&4oh$nC}>}ruH|Q&oZUI
z*#!}ybXm%(Ds0Yj6;fJm8u=^|WL0GqfjHM-*e#8VGNZ`P|19WN{)LqHRSox~(RRk2
zqn%{0p`21k0#&fRaI>i)$Gd&FN_ojs6O)_2<LRt^>=WPI!wIOB3T=`E!cYG8q$n)2
zY;A0oh2SSGprNw83)SewwZa5OE(JZ}pJ5BGe2cVGz9)izy;%s@HL6^?@Ln@npr9v{
zo0xs37a|hiV<1=8A@@;5;Dg2K0O%;D+5Y5Z^Aln-db&Nq+wGe6;M^9-dr3syC&aU|
z4Xuqn>5Gpzp`y_<$>Z<}qL!KnuQ;jdnv}Nc&DRywrRSQ(w@Q;Xzpj0c<!yFDQ)4y|
zq%u{eQP!9B(2h@q4Lu1)rBM4@Z;9V0mkO1;hx;FtrjU7S8sD|2Y)m5T9eTqEn;w^a
z!DG{bcI@JRKj#VG1{zd}Erxc4zrc@68;$_+QhYx^BryaesxsTaAZb*pbIU0Fm%uAm
zuxW@Nlzc<P>G$NNIJ$rB<z`xUk;UKXYO%`jw5u>@m6%3`_B)H}Muzg%{aW;);kBI}
z{<@vueLJef(nBPw1*EnB(1;AZXvesmQaK#a2{V}LK4^3Vq%&Hb4`14#qj~^*4|ShP
z<*f1)2~;X5BJG743w}^IM5aN0iUx6g0D||@`*BIJYbWmFQ!HV^{<22mPY>N?1O+%6
zV^5W#ck$<Lv*zhV{R-zJ$}oSJ0gZ-q^40X_^z^v8Yz!P}7$_1^;niXS6O9a-ThaQ8
zi$rk;NFohGPbHtS0!i#z^uYN2@`uCpYeIs%W|*&m-LB6xMGI7<6?7y;US}A8Ktf8$
zXFs#Pm;u-LX1ZHN{n<(7Wr4$R(={`5*hW8L0QOH%oL$R!iZ(j>l0SUyT1eoM2v%@$
zB46_U#X~(Ak0qBxA2}Fs8~L(zdH9?5HLJt{zxnr1jsE(d>u2}i+RtK7ds}jRkC)6=
zSA)r&m}!|1M1nLSNdtzAYi0rE1+^h<Zw^ulijX-U)lCn)4p1GnbLv_WP?@cwo{-L<
zk`lFJ0qrL*-*`Iw4fA&C+m^JFr@iWn2ig^+uKz`;Xr69LhWLELpg<{mx?+dcIaA)<
zsd1TFuf1ez1usX9123+N7l3M|AQ2pP1*TDixf9lsJG`@wYMuWIwo^e5=2Yi--_|kF
z4o*u}o@J3X#V~Qfd_gNLnO=c9R54Imuj<Qact&|8>2~QaWjyJVqIDY~gWrE!RoTN~
z?Deud8~9vsYSMV){VIUvjLV=@I&Hzfg{2$>ZTAL=apjlz?Mi2;s!GGs1&8y*0cjZF
z!V`ycZ=mm+`i+y+*)Cx46oBt~!++tgo3^h?OMt`q!O-xXgHn4h4O3ny$F{9$=x3vP
zt*q0f4aCC+DyOz5Cg@m`mA8s!aKVgCPz&?~UD3g|s3VW#vjI!{_6wBMVGkqal2`aK
zEdx<0j-Fz@#rXaSoUKtaxcPNjEpxGY<#)zB7^%-pnxrNgXHT|$NfIoOvN=-tmEm=o
z0e8O&lwOM<Buhc5U(RU}rU@Qi;OUE?!ebOQ5Gd?iLeUD{JF!rpP44-Uri|r~<D+&^
zY(Be&+8_p9PS>vilOT;3wwSKNzWdyIkH2sC!uR=}m)~H6vi+iryumt0-Dqm<Gg55S
z=JwxrjRf#xZSDS<2z}B&n0NOIy8fh876uDB85(N0I@+O>GC40&@GK{MjSV&kpEpGR
z_vtS4WvA_b`)DYRuT&5xj+vg~5{Gkt=Z+;H0RpW-u>LAW+h#94BbFSmvYFfI2%_VD
zhJ7phXpCh~yRm`%WcV}q?i(3@%3m9bUWP{0my+|f$t=gFh?7lPZy~JcYhD)k4<wm6
zI}y3X_{sBdg3n1#^FryAkVdPG*2<UV&6&bd+NoCsJR7XF+80B$0-nIk-LxFZ8eoLk
z>{f>$-fd~NIL7G4Z&h)lWth^<f100&ts{%t=~>+eNkZN@S^k~jAI!25p@41tx-==Z
zVsNTie0}RHn2|mA_<mO#S2L9N7b4!>eRXubF~en7mx=tSQ?Rzd?`-lcUe7f@fs7fQ
z7}X?DBa%p=aO>*K-VXp|`x^W=>zXgD<ehvHNs8xMFwobxFZ-Ia>VnRyccg?jV}CA=
z92yEYTgxd=->9+WlbGs<m=Ox~cUI<!#|8A-w?NZ&&$%}I-wim}9n|lDqI#<kkfHK}
zhNurn(1^)s$+_Ro@iSI1eHQOf1N`Lk^bWTkUo!p|9|6J}SR1bX!kxTY3t7HUqPK=7
zpFH05#}zSX7=PrCx{ujueU<frFkQakpX&`M_sB6ad^yI~58JQpB+3%)x@l-vId_9a
zx_`~8qE5#$FbOlbjS-i96%y~g!zPt_@~VO?=x}He1W8u|5_&8N95;eAGX1{=ZqXT0
zK?hYx5ha;rkn!^jLH}sU#IOS-l8{KzWs)&QErU}SG@Kv|4|x+%=ccELR|kkGIIx=Y
z^oktLrwQbkIbe=tsWG$NIQ}U3yM*e~%Sf}$Q7mOhN3OEu8SB|h;eyzZS(wjl-b0bl
za~nmF&x5gyCzjn2I`#j>9I_ljrJ8wsco+;k_z!az`B`B)CPSa24f*yo%ab0A(d#ED
zoGbk46_L*b3yD97l3~mD+od_!{gA1FkUr{wBDz^<c1wuSlG#d@tNYMG3*zOid1IEg
zv#zElNhR`W6?OgbQg>26_+&uRoP!!zhmLF{5tPxwU)oJdzQd#Ru4>p6qVawC8v`p;
zPg)6O?RPFbo8F5!9|_=LC8J_3rE(>aif=f{@J(-Fvz)G*?@RyqVtLsV5>gAKb$WUA
zgdPF&yX=fQm_;RA-&yvK<*XM(mJ%@(OI#vW7SiF?9n}+YLhenKQ#}=gE21F`5O86U
zQEZG2S>7=S6>W}sadUma4u+N{LOfD2(M2EVN-Owbu*I=Z;&kgNR@r+csypdye2-qx
z=Y{g7^UjrhOZw(WlwusIg6r5l|B?GW!_~$1BZz-hb|z_IYE)cj;<f1UG(-Sh^_`of
z|N0dt^V2YUA=)8yPLcrY%ZSA;(oE+#sUJEprVXkqSl@oFv;c>u2b>&n>YM)<E?7$d
zi&HMlax3ACJICgk)%oNNrUFGYz}E!oJ_e5d<x@3a(@K5N7IF`t2cFepUiLHr;9{9E
zO{)kl3SDu7PDoPh(*3R<N!y<s?HO;w{$2w%?BW;v5Uq}GiU`chT5!L(kW!%NO`$7m
zeSEq23@j<h48-yP#~zyd3n{TA(A=XCBmT3$+*dazfT?6#?EQ9|-+b^NLWQ!QvY@Yq
zQL)04I2#oem6bIbRSWhHj)9h^-=RMHmgE@@7UsE#pPBCV?!ZTj2J6_Yqs0dqp6sD5
z<B^~9@=HscxmCCgCRWFMA&BrghN36_d@J%ESxGo)m3KC3QLGGm2>+21^5h9Zq3h%O
zU+{YZ6;cSDy$u7+|BBpjA5z+Bb0GqCyb8)ey4P2EBt)+P_3YABg&V!}5aEJKoDyfE
zH4%OynEXQQLv^$8`_3imfLcL;&P)2E?g7XSC?J~Zi7v&rbzzM18D6o$MSuUaJdDg2
z2*4xsQ+q~PUdF|D`tu7VyzTC5Oc{h)ly#D%rT+2B2Wrj;!db9Ek!+GR&#bHlYK3bG
zYo3JQR>)QPw~a4{%KP^@Fa%yH-=;0M%Ot^S{;}YwRerfYBHW|eF{}`&lBNk^cg&-<
z7`hZ9@rCUKQ(iB1(k^IY>4#pM>BS1gpl|Q*2^4~;>i|F&`Ue}t@<VBLZEfLgFdSef
zOxbGUW;CUpFf91F+79<Pw~U1u7)8b0R)_t17j3fxW;_%!{GI{Mq5U|rMC|GD)fKKj
z?Pqo-b8ne-T#!N8<ZM^m@qR(h^Bs$}IC2E6q6*e8StRq$+b-0M%~w=C?YBqp^X9=x
zErAyK_R>mbrw8I7M1KksLkYUt<@yD?7Ef$%6jlp*XoTi>+kUxW9kQ6{(c&C>7*DlJ
z$kdSHzFn%LzHzXv(12@Q$rn_UP|-t+J`kIDJp4R&)(K2oI{bP9eqO}U7C6>aD;-DF
z<GbmokkH}R!(<Jlvpm`WUzGQT{s}32(41_TKQv9OTf?n|U42Hz2tZgZtRxB?VMP!8
zdxGBDmO9QU`f#xP3--1}rTNYfgWuudcf7_d=ga<Vboc_<Q#XE*p-ol@WuL1y{Doq3
zn<p_@L3uLt1r=%S^J}x7-urtfBz*Yet5z1UBtRA@wbSdD`E}D7qg-ZClyGzL6(fxc
zts7Ibn}~$*-fcV?`uIdM4r)x_JPPK5MvpOD86F(YmPU4`oYklTs%G}M|6!-%i(kDP
z%}!v}7~Q0szMA#GDz<L^T9H*S2PgxrG4}Ed#*R9>(t-wu36UWwE+&t3`=*e3{Uje^
zbR3c}-HJ<hFSBM+N*_Tfif3tEGFH5I1C0BH@!vhUW=>#~y4~}S6+iDy2=sw6c1KyX
zF8W}SBC>>`IXzPS_0xtbbwoimXwx<<douMdCS6VY3lMJa6OYtoLBCk?8JFZh-z0q!
z(u)I_XZI5IS9>6KTqsUhtA;HGzkU6kjwFaC=t@MOFbY*BUg^XGZ=zgbA`!?ji4;>p
z!hCL;>vPo%SOhhJ0nud_&LbwCmfO{%3V_jsU}TfLxn0MFMkR0ruCSHS_b3^enj&1o
zkk*rK=AS}gUBq39C#zOD4a8RV9A4dpkOddN@k&lCla#3zQ%+*GiX#@$^|S=h)s$y*
zDRb{-xptR5S8$4$J2lK)cu?+rtQ$^vuPJZ}3Q!^KA@i-!21i)qHjnx+&;u3#gbSz6
zVPv-%$GSO9y#_NbEKU9HBhwVpd?Y`1ZIX}#iQ!Rw&esA7kR&xy8fAbtRy-V}lR`Zd
zGryctaFA2)3uzb7jC4R21!?{`=oM}?1rL8(PyPs8Vrnvk*eQ`NtQ3zl?eFq-nfl*s
z_PTWgcr92z^xs*w912kBQD%bpaLK=FR!pk8D<Q*Jm2(*m`3J3I2uO2*=sZa2cyD_}
zE+Ju(pi)CIabYGly0Og(w2cq-uqDpBm`J&6;HM)nQU8HGXwK+MM3~+P>Tvq0+wOzo
zs^o--ii)D<k#h%48aTbzf*B+r(m^3V^jb`gu8)Fm_Q7!uhfGJAn5?h(v6;4MQIhSx
zm=#6x;q-7p_?lPTefpt)v1LSPqE*zbRDq=6Fn*f^e<YoMHNwC1;1*}M4l%SvVI?WK
z*)uW;t7cDy4I~={xtf{i1R+0pqq5J@!#)E>B-0Si(Ay!TT6?kHPZ?F)s&a0oPQ){@
zoLBW<Te>fzsPXj~9sHNIyMnSo(9{bUHdX@?wD?ThDXdSzIS{v8OUZ#r5l0z-u818S
zqxr+CsdPe7;qdS%yl_}IYAv2Z<XnGSCq7@xa<RBug|vER2B{^mn~VG1?mqizCsZU)
zvPA@Q?O{08_DJ%@X(Ud4#m5>U5_ZNx>6Y6B|M+Z%kqqyX7E+~!GNN4MYHUK1P8}0Q
z)8&1o`Wam`y~?-h`4oCNBWrnh<mt$`e*^~2;|3N^>ZT1E;rbd0755DJfaPWZ8cr=|
za-S7^dz=3*Xfs|jXo#Pb4pi#ROojteSFT|MEGe0~0}1N<dE?6iKig@ld`AxONL3*x
zg60M!?gcJ6F2av3u;L0i6$Uz_ax(gCbyD3O8TEX45pl-hoc=x6PDzC9Fxg1|HI@8>
ztdk7OB5&cFT1GWC&X|9kzrY3pfPjSX3St&V9_%T{W354Xr2lIs3jA3@sqY$8sXVIp
zL1Nxz8i<2{GtoNTXrmJe&|D*1x*=dILpDS?qrgcCaeR1ucON~ufTpAAzZO8dvB3)A
z7e6zh&sGYR|E1&A+jk@*jgEno$<fwO6E;Qap>VgqRx^^a<Cc*os8(`|P`OMCXRo&=
zw`vq$st`2=*=~`YLdfCgh*3cCa%r!1`0nu&7>Kl{%5G-E%37cYgBe-OeP*r_686(@
zlFNT|Cfd4_Q1A+MF8=J3En*F5HaNoD8M;7p?#0|h#tM|%i`U)7k9zzvg?~>u#3nf4
zh?ck=N-8Rm@0Xp+VdqWdLQPo5iQ@=~q^4!4X_t=B=K95F-X7v!5Hu0sdGSG`Ekyha
zG^(m;#|Xs8jTw@flB0@FNwBhM=RBf{(8qw&q;VZ5-_Vz$I9gltD)sg2eR`U@hK`#o
zW!P^1cnPX<{E;CV3$sohK6=|RrT^}?q|@v=O$_FTH3CSNL9WU!Z~4JU++pK?_@4FO
zL4Lal3cREX<_@kE+syNoU|{H=UnEIc3ZW=JA&al*T(;@qh+tO6>9sY<!IUwnt2`Kr
zFUW{$o(MPi$B0)C04A;IYci8M{qXF2ND8jcSUKjb4j_v2;`pMv5ME_-6RKuCUbyO;
z+*Uy|@@6qv-RFh0EJ`Wsry~(19K~@=$shBCQ{U2;d2avNn-hLI+6j%aMvKm29j1XG
z-C)&5B%WL#zbuW7EXeGoD@c8N2{NLI3!?{Ub1-|jxTpq>WRtpHeuv!Ww~x=W%h%0U
zw!i-RnhaJ{7fyaEj9@$%QnY?oR_0mAb2z1EeKf~YT{GcFX(?U$C~kxi)haE+9w#L#
zDz@tz6BtPBI*dS%YH_f-xHuSRVwbt8k_QIj%a+a#<L{oFB8(^d7=R5SeK7H%n5g^Q
zkINpS<d++Ui1hZ2rsm$aiIDmX?#d5ZXpiUaA{7?<8T4POjV8Y)UxZ_c#N4^7oqmaa
zbeN4oeo<A~bu1>^`da4Ma6+7>PLVKL3GYTH1)!}*|K8J$(DKiQ4uks#YL7E@13VyZ
z)^8{9>r-dm*avOfJy>)|DR8{A*#~1PVgO+HcZHb^<4U*ku6s~m+GgNIduF9)^D5*u
z@U+&n*0Gu>rf^R}sc_Vk*U-LOFj1Wvrq*A8Qm~G{#ZMpt@kZ5!p?-3P496r0UC_JC
z26FS~!jrCP*^Mn5J%*`6gbk^>j9V47zY~x0!)TK;P%kVAMtIlEiOs>eu|T$1-H1=k
zorS#Jltk+b;AN%8%NNu;^O6iu3ozSCeaFmp_{;jWwK(v@C#SF;ULq7&IZi4}dtOSF
z11%Q1sqTj;4k{LDCyg}s`l?z`pFwRpEOB)2NUo^uK2Y`_4Xg>4ASw@=oFd%;gny7&
z$>CrQWjky^@o;Lr3n_NffD`k77#$Ih5!<+Xi7wkV4^90gA2)W7itB;oD9&mBZ5XA3
z*ei*(@cWSa0T{#=&)Mezd-2RifUXdwXJ)KQ_1*yeVqu)=C64C1g4Om6b2njeVVPE^
z7gA<NAp3X)J%pG-!_<_=>+OMaolb*^JRP=P=MyR<UT6g%>CHXu8<8C4h1jkBT7r#?
z3#xlYYG?lMwOTjAagrU@&u08WwzOufx1xMo{|#|T9dVi2PbX@xt5E;{TL0&We24}y
zpdFU>5xUW-Qu%>G#e5`fc1cFpD6iG1*S<Wj13kZEoE?q@^n!?S%4tpy4U2Vcf+}Qb
z4K`~qgH{((uRTsArrhl>M95DHV%MH>Z<}H^dWmJ<oaut6c5~q<8wjOvxdnY2>}wFb
z_tQ$V2p2rMC!empK>OR@-`fB{s=$N8;1i3*updwZ9SEbv86vRAWAQ*wYyY(SUL511
zkzdvZzzO3JoQ&pOUBqgCg0cbJn5zi2$Y;3ij~`39&K3uTbvzgjA!|Lwi3^a896prl
z_=R;dylpu6Mlp3uesNIGX}q2-{|3DDZ_s%i{%qQX>0!$bV(|mc<3{{y40Xfrdp$6N
zu;6Q9IP!{WSZU124*G!}bklDqCH7i0NAzU>a)&DG81FmKKmwRm2si!sU*k9hj(p@l
zmnrU|tKsn$-lj#>zqX?AbZGQmPD>#L>T`CuW4RWat@PO}X>T4ze>F9pF}4^O<`|c6
z4;);0uQl>$n1AV~O`7d%la4K8_HG2LCAdc?=25!ufBx?xIn?Ee^zu-0*X~l-bCOif
zr)j!NS^6iI)f$Eja_KWg=;D84Gr?_h?9*GwI@`eX43OHH(r_^&w%l#jbY8O<=m)c{
zeg=)`Bvz>t1o&1uGex=}xL9(!AHmZ(yH<I(no$J=As!i&%d}ci?)LC^Sdi|kQ1dju
zj)xgT{fC8#ugAv*L*H!wCFICLrlH=T6Ta8vEJZTXp3~>E_2_PP(dp;F(?!i=fyM9l
znk29%9L9P;A-ExAj%bV<($&k9O@-aNpKsHdO<XFJq*JRNRTzZ-qP%V#=GCmW!+WnK
zB)=Z}s>=e35l6^G2adiOS{Cvu&3C#0AHv&#mW8|D>K^CiBuZzS3P_>RKM#&Vepm?Y
zQ}!h@us9_`NY2K#>|x2MX;7;C<2#^P@TTrJ5KPW<er_vo*QdRBspizD>>~Oj6qcGg
z4)uxSP;i|CFUn5{RK|(L$wl27_8heCq3sI$6Is)n_+OZ<Ua30}?S%X4kCwWzoB$nP
z5>32HOwpL-ocp?iS{^tdnI=FWhcTYBC2UZXr=59euWi-sZinE6a{)4V8)V)k1Bw$o
z9kMmhh^EjCsD&4RQ|PSPFW~?)xZXbv9VdD?#sG4ZL<{5^ctm<46t_3>8c0(FSQN{S
z;r?8f`<H@_nPq{hs#-RV=+C|0h}TkCz71g6ANBlYG4DWe624O4ix^Py)ysO><ueH+
zR-cQ(-I3rK2bbol0#{Dkw61Bs60)d_zuR0Uw=O=D=1O(TGov{ZrcJTjB1n))sZ;o@
z6XQc(Lg(r3e~k%KdntuzB>TmU2tnCpuSuLc@GR3{I6M0}pB4N+z+Hh=hA!WwN~SvC
z=cS*p(vA;>2SSBc*H<=K<7y5y;xpIjz4QNFD?D$exabJ;3FaZ!-9PP2@j5aQJqQDy
z3S(8JX)%`@NI9&LFA`azUH>t76#{9uiM)FK#cLN%A>H{M3V9GFC?W}t)NzDzhBNjJ
zxxK>vSD828WE6AczV<`?jo}BO^#$c>55ZN7@T&4$5=Jf)<Ix1h{U_!xwwWYxTIk=>
zO3FT@Q5f>?{u>3=d*m6Zb;HMb!2ok5iD134(us%g8&)vltY-ETVpbH(D!2-!NUKzZ
z)pV(uG<l`4=RH7v+0YsPfqix8Wn?(CKRpEhxR@6{`P3A9t|wSvO^P6lo~8(GjIiCd
zR;|F7Rk##6KZNs72-!#i4en-)O+6%B-L?}4$FxbLb3}}=!7PLZ4cgp{t!!{uVWGBU
z1Ub)vL_RQ+3QY|o;h}A43o|eVAv0HJJbobFyLaE9xG!RVvUovUX?<z=O#i4Kq^Oyo
z!gHTx&`#wBm@aH)!?eets`aZMznTPr*P$;<%}zGGZbQQD#>z6yhimD;{&!+&*0*89
z+fVNjyEwu24BnJPfUv`dSp1G42FN<gu?SZK#(UBo#gtK4qsG-;#@2dj+lFpes>!<R
z;mj|A`nVxpAGk+Hd&0%-HB=A~B?M{Bghnr=eswck(cuN3usEPh5?flZMZ~Z~Q?{(U
z4g8)L9j<%>Dy7mUwLJKbuVgZe2Jq_6+rAoru4SM4cH;j`B72_$njv*kmil0!_3ZUN
zvWWVw3t|CgAg(f^=~HCZIG6LHwIj+K8dY1OQCC`MH&^%Ja${8*U(gZg&>#5qyu(HP
zLSlZ>)_*nV>QnGo&}~qhSdVDkK-1htcS7{ast?B*e-=F*FxmnZp(JpEJg+Fj{D_kX
z3nR!~*Kby(PRIqL?YLx}?%|^H7m&KLvpxd?iT4u=2Mm~;Nq`8OYdsN(iA@F|=5}UM
zLNFeRNI}k3e86OA^6rDF<7Pi?XPmFa5>C%<Wbiih4}bAY?>x7ChqO)<PqfB3g`I~3
z2@r*fj);4Geh3oQOx&0?TTkldwZhh&&rvMo_4Gm&OBE49cX;bSx$j6v$TTbKLg(JI
zK4MFLLj#d@Q4T_XMT6D_UGAu;<0MsJb^~ZdG(jTY)Q=7ahj6PDUSn=a9qi8cp}yIc
z%WW@ti)I4~d&8!++zw=uxG)0pNp%7%o+_f$?=J7w3C4VZL4%;WL7zSa0>oVIDihe>
zmAOS6;PFT$P6Q2h)*L_Znf)q%LcgvFKDscT1lsS!S5C(dMnvj?dblZ3e2KjNo6Zrr
zM{QUv6`<nBAc;3OzHXY4PXah1K)s)!l25Z9F*Q0IR5EcF$Y66W;ewF0sl<77pZKD2
zD!7EsCIjiu&B1RVaO-ZuVQTtKAvt6S-wR$HYY;K}%nI@!)LBah$DGm<IKIOVMZ2%>
zT%urQ|0$YTb|p%qt$aoe5zygov@IudQ4#er;}*r`eDD1>IXXlz{m!t?Of*c5<Btj>
z2nj_rG_W#X&-!KV87Adh?lELOBR)9ur}kIa;pt=Df@fX*cHhJT)^1WkD?gT4r2@=Y
z_fDli8u;ifxoT;SW<dIFQzxbx<HDjBY+JBIpC?iSO5c!yA=Vi?w#Bh{!SVPi+;7GD
zM=8_M>~Mw}fH`v4zH#&&;r8(i4i1b2xw;;J`=>W`IGiUWNvx!uk5jE)-KK0+t;JZ$
z$eqx%MwbSF%uH&zj?4qu&?AvedUU_AAnH&@gdh-~=@(wk21b={*vGR}THLyRWct^c
zDpoiH_~v_{jzGXbJ(iwxV{gMDp;j#uW`&{eL6Pb<uc$eFS7N4q$1ISmxEirN3GEs{
zgu_I?%o*Lhm3&QA-SapcMQ#-Qa{a)Wd9EX|k?x>5b&Ky?Q_wux+S)u_=r(7h+pUh)
ztu3XcFZ)flur_?GjGKJi-?%ECKffFCu0pm^E5`;xMa42(ok4Bp7B+kh4LmryWdE}8
zvdf62-ErfZ!Ug8icK;WyMSFOeM#|9Shtyn^YmS0OhGPUK!f^~)oofnH``t|KP3+y{
zfBC4rZi2c6-i8%uEabMAG4wzDCOf=90Gr^(^hvdPH^2y^)D`><q{N=6>OjVn7P;Vj
zFn9770XyRL{1Y&8*kmB#DJfqc4A-X~p0^L!T&ldkn4r7U4(K7Wf3Lb|>Zn<99S9x0
zlaDaO&S(FsO@BP=gh&lSYllB;%E(X5-?mf&Cim;{y%VTyf<bF_A7gexL+Va+q3qFL
zrbFaL<TqxEfrQxjh?UK(#0fo^J_RfXL+mfIU?L7D7!1hKd&an*!5Uumm&2;b8u%(o
zR3spaQ#kQ^NTT`05XfWcel)|m3^z=6P$EX>tBEli;-7XcxIVPv&1iI{d0!}DTxd{(
z=u3z+d!R4<L)Ny`PW1EmKXdaQuNL=Py7qfB|FUZ+s`B2HNacmBzg&W4XWZim-RR1#
z{e#yvxtu?10$`l+$ZfH%X8k5%=swk`ZYc_fuE53WNoTYbCt!kj1FX`ObXBdY_@dX@
zs(&dK38U1zy97rv1PRrjmMYJ%aIZ|@qnNvzv<E~7-?4Kyt{jUOwkUo_c1(&eu5!5P
zGgki>+IRFW{p`QKAk&AYCsB9rIDRBoZ{s|MtNV&v3tsbofRN`&cM(Q&1d%|B{-Uw%
zoVDyRsXk&l8RkU=698W$yA8qCw$7z?qjwd?bC(qX?|v=eEfW%K+n{~#PUI~p;D6g*
z`@^%jP_(e;g&ELji@N>(t2Xa{8!nek0nXb*X-L972>BCryeop3i_}0dQyS0cHW~;x
zy4usPzCj6csivR7voP<76X=Wh2vpAqMBm_Z%I@DGarK68vvda}_iy1ndai&N=G{ff
z5xxk?cA1FeG43v-G4V>CV2Rb}YJNDrac6SAYDDz#1pRjCsg*i0ZULVsj+V{F*>`bC
zRqC>@Q{Z8SVa2UGWb3)N{m;pnQ>s3l$Hq5E)VYa4${Rmms=h*;7L#&=Is_{{#7S@c
zht~lR;;s<QYN|y7u<nOO-;D)O);RH*Y%@Jrfl|g!hscrFmBX0wNrcN;JhAZ0X0^g?
z$y4^ECu*z~4o9RMpi`sYFlX(n=d5$*@CO!C%+VwreIY~8k*2?%JI>o~<O0ExDe4OV
z*k<=EfAL=?%Np*_a(pQB`RW=xpO-gtNEV7V2+Cg@K&xZ+Z$y?tLK-or4ZoOKx1I52
zgb8+sH3ZnO7<Ns80+M<%`?as@k0`yKTtS|8uIsML@Clo<P=;{+EH&Z9-WPql9$g!(
z;f#&<ZG7(k6^M~1nkHp4B;^@X|2qRGYLJZWP>VS(!z6dvC_YUduR+*A2oJC{qz%m!
z{E))kA$YXUl|x(u*($WR->&e^CSRU)1ohk{Gp#nIm3WENsG~`&1KKOmaO~wsCCFM9
zH;TA99;L7=FG0J~8Fi0l(zur*^EQZ*SDMVCq<Dtl3?`)8b5sl3_-`)01()R-BCA**
zwVpd@`9EW8e5A>3pKe$9y}+Z1j9#2Gxfxvsu}9)P%@p`6l0j>>0^~NcuZ(Z)UTJ6t
zO&S~_0u)CJ<HB!<horzrDn|`EIs_pDs*EcR=0%0m(d&qZ5R!mei5@Ay-@<%j&xtdu
zrsJ~GGX5FKOj_DcCBkE?6x*;XE&z9=wE%Em1$PV)cXAvUq;_<iFNyZgblMzJLg~!+
z2vY|b5&;%Xylyv5aXn%RV_q!;oj)8zN?7sX|3Z1<u`Nhhp;!zHf?NSqApJX-Faf!A
z>!@xn^SfQpdAhwQI6G_s9>g8`t?A%S4g#4GhMiOrf#mS`I+nmN`6htHzk!~wcq~be
zXh7jpxz~4d!$NOnm=>yYF#z!9Zb2v*gFI<Q&X%57wqBg+iwvJ_m9pzDf4Bhr)aC!y
z{gKa7zm4R{oC*60!@%?uQ^0%TE8~nKt2J{M88e%9no)}sC2m;aPP-HL6obN9z=JS+
ztzGM%t|zuYosqS4WS(J(!;b}fN^&-jb}nrT!=^!vw40rH`Vwza*Gc+gUe3%k9Fd$z
z;aRVX+lv<YK{Yqy^5YjrIW*`3bAKcfmejK;mIO%SoTGlaIYTd#sy{&Js=V4duxt(~
z6E+%11b+PE8Anqec{+;UdhQKt_YvAbb-)uW$$$C2GV(UB4I-jrQ4=PXlD$>&Cy4W)
z?hwB8O3(5NBoWF__TwuT0_Dp^$z^USta#r+Q~S|yZ6*oAKvj^&!cDMBkqWQ0jkDih
z0+<j+rdf_cf-Gu7GP-IatF|&Kfs{e96kC`Fe4hExzA}7^Zo(&JqNO8gpZL6TUZ0x^
zeOp})TLRf?gt$4ONMX91)9S&{$V0Im8}))#oGF7-P3T3%LA*rs04v(xtu&k33wxR?
z7Hmyg+5U$ck2L!IO9#DOWzT&_t~6>y+18+v6Sjv_pVLTs1j?S-<KL3VuLqiQ;t|lq
z1)m8IBh2O%5qb%Z?WgLrR$Y{4KBnExk!ig0vm{hQtJ1kB3z}Y=3oQ-fI2r<hFa49+
z3sK^f+ln;|v&m0g*ZmKLZWQk|L~~~Db^?tOsEpf^iB(-@9z7acH`i9iS!OPDS6XpB
zJ?WR%5mY2XvA_{!H1wX+qG?UA_RP_ln-C^Uk!`9=&dD2%MD(Cqxza`2tcBcQ18O`&
zEvC|~SHBP6=eb;z_PMgH{L|$6M7;*Cg6D3(Mor(9)%_sHrSpCjgAOsMy|BeP9zU>|
zq?!Hu&Pb+YmnZS2HS(lkC846av@p&a(B4G?bx1Ql$g}_9Fp@<YOCjdt+KJ26;BdmQ
zek=Y=+Ul%eoDsy-f+~@RQTZ6j4Y&#K)2>|zBSI~$(|lSxnL=-xzO+sqA$-#D`QUdD
z0S@vBNYQgSBBQ#cR0^;Za+APqtE6l$Anh*ascTPESODFIg<Qh5!_u_plw3m4&_X7l
ze;B6+nn65;NKqw>pc40kNag>0PE8Tyad~Njf-68OM7UF;!X-^!^@cY>$skjiE`cv(
zy%|})k)`HMpP-((U;arg(B;k5N9`>t`-Go*T3#&5F1m!t?Kjwkv(X;Xr;mtk=z-4;
z`3)n~mL?^^z`}Z$gu$k|3gy>zU}w_ms5MgGB9ErEgs!vX5Qc3G`4Pdg5M#*0s1}`3
z(_GJx#LrkFuqVzxfA4+Mg@cLFMftj(te+;!4{BX34`vmfam5l4KW>BlIDN&eDqhUU
z6s8IwlvK6!bfNg?tw97j4?_Pc!T-(Mi+mI}1d)|sm0!22Q(Eq)Xqf}xg;UZa7>AyM
zl){3VP>ac)CDa#JQa7j}c0LXHyIGUWf5QwCKy4i)5)qUj{}X@Rn?6J#(cLh7Y1$`#
zr>I;1TI!j7uBlgh(^$;V{kT%6u6O%Ax(!NAT`5LQ5wAP=I!|4#hxrPciIyyts?kQT
z+_tBeLEQJPe6KJmOtYK;xgsvb?8BrP0^bGdR;oMHK@T_<2YePXSQaR}?BW+H#2>^$
zPbIukX(Uq=Iv+FA!B_9gj67Juv@-<d@P6?i-Dz$01xEk6Yv5+vNzxHsb)IKMZWri6
zPze8{!2?SJ&M^RreX5OlY!AnckP`)K?&h2gRxld^go9MAZ4kG8s!zan)RzKBxnM3B
zaCw-#5_P@crf>!QB#z@6FTQ3QdKt9AB7xbq8S~Jd{A)M<Ee~pMUC$6;T5>eB=B2BH
zH{AvIjux+m`FZSj7HE#~%e3j?U+*i4mKGxXUjoGtM0oEpd3yZN@M*^YweL2nTgm;Q
zt7}LkEAL5L!~#3ZtG;k#{7T@OE@s^5z)g3TuWl*B+c{9Jxcm=#)9!fw8WMGAbj<Tp
zG+V3As*lKm<33HTT*6^w8RS>Y?V{*$N!`=@+k~$x*yWH(x--whQ9rn^#(%B;&(0m1
z9>0zc6bMcmb~|M41?)EY?do|;nF74zfa_8*qMBM~iM7RRdQx{AucXdz(N4(qUB`98
zKoPt65}|LzUqbNbOm9?V-<NZ=g)mDA^MXpQ;Rq`v)I*n>*lzhFs;Y-s{Vw2XnU&G<
z8=)J2bYCW7t(=(pd%<?&Lbm3c&}T*p?P42Ev%1;iX~=4#sq@O0087IZ_n1ss=`IRr
zC{bC~hs;5*fy_5A^<69Io`3IXl2Hr93h*l}9jg6@;c9fCajN}k<@g{3!sMLBm1UoL
zy_;dx!$<xZT)RuJ11fV^3zR7Jf|?ev23Erme|NwT@gN+VVS^4hO*m=MUA%FP<v1gu
zu&5t_=-BT4RbVRX-eNCCyjIIFL=CzI#FLgf1(7dCGWQGGoeP%^TY$YN5HU!&*B@6&
zmVsSe5qUP0H#{zActB>R$;s_Yt_Mg?>Y15onq9S59Ey8H>?z<ThBXj0Y5#Yb%-67!
zBvotOMRPg{)3#^(9uC^GB(fOv=0?xQ^Tx+czwb-W*ELsRp?T+A=@t*3Ujrm5^s8Xc
zfl#5NBJr|1F(+NS8mEwMVJ7jnD`e$=h53SS=C3e6CERn}q=SAAH|yF`5_UC)VYTm&
z99rOvhY!xw8QZCn8DBnsl8o8{Z~4-xfZGm>7zg&?L>wKsUcm_<6JqhPf^<+NMRIRj
z#j-(IpH{NK(J~i&Wq#V#$XSC*MEx<Y+yCLbatnOj??GJoHon2vvD<+n0Xo*SWM==#
z92@7mCP2u7scMLEFp~(DW6m926Yc(+#Eq`bEzl)gG^G+t3xv|C_E;jV3jEIC!I@@H
z6dv#AG*+-x`xzSy(Fko0JWliVcABak<Q_-pjTah2P8JjF1Y!-H<_tQjESkNnpHp35
zjW3KDYkf%u?rRsLo?);z$S5Zz9^&I=5~e-NLwgvVXU&0FeH*1$0xD{``<vWvyyOu7
z46-Xz5+YJkB3GE7FZdb1z2DdJHzilG*c_u|{X%%NP;1b}!0Y(hRe`6VVN&jTDZSQJ
zBJQit7-_t|U_ee1cG3tB*O(0`q87c`{CWPaasgGdke|5_fNlJlUNzg<;_ufnrfj#7
z+01Qa)_^uq>E%^q#&gPPyQA_Px$*Tpk;LA_iOps;TuPaS{7?S5o}<S;Wx0|hHyKsx
zi>F?YyTH)Wh8+|oe5{R<lX2DPbP?P`Vof?^Q-|74>mhpD5hQAFPe1#f$!l?M_)I9V
zSo;TQ7V1=HmUNx!HcNtN!M}Dn0={eFPmqpxY$>fYI~txA@uF>1(hfSlNNCrx{-*LF
z<RZ}@kxoa@Jvn|HM`!;>WH5YqS=qsr#q4&_6)J&azN%@WJ_0!@TA&bqFvS2xJ5+f3
zGSH_HLAO0}vw<_5;zbwzbl5t`jR$CaXmq}RfJRh|g}k^h0+2%_`R62x*gmi&Rb*Eh
z9N~{hJ0iI#4wW4!EbbIwyXwDfE&)v8l!=Lrjg0mVP-o{=i{0R%-w9!|?KqbFTC^rs
zSn%<g9)GwZ+N;mx00`qrj{nJ0+y6x3&6c0Cm3zF#_!u@?IW=aUP&s!22)UiGxJy5N
zOtZFZeC6@a+4M5CGibbP-`yjr{g*al^u3`8Z(B1ZW<n}#Qd`s1nN`IrU)0D9wEy`3
z*!l<V%EG2w7>;e*w(acL=-9Sxqr)A$V|Q$JY}<A^W=C)C?|IG`=iKA_30JLJRkLQz
zs(SBd@!=HUo|2GUf{ues(~n8s>v{76E;tonCp?eQwZd%9a$=_o5H^omb%H>3X&&;!
z)9dMgF<xQ&;w(>8PmC@{q_Sr#V35j?)^~?pbtby!Z5``HAR^5FZF1N%`K!m6j4odH
zD$-}Dk)^ltf&OPGc?-<0)r3wl)Kh@V5_;~^??MSp0Y1#nN&V|qQoHd71u?b4i5Y?5
zr)882SCeKk?4k>9F@*g#VsJX_hi|&)73ssZ?zY9#<}4_TTSPH*xaRS%Oq+qdjxk>Z
zuW{O1DE(md_Uf+E(w-iJa@F>`QXsT0aaWzR#;zqQeQ$1?>)UXg?m@=MKY_*<2a|Us
zyNuq^FUxDeKkIyrVS#MPQ<u|1ojU=YZ&TBkmse&~=G0@wyhHVIwwJ4Y^>Of58Qa-s
zMzN?vZYcU<`XpIag_?6!pt`F;pa;Q&ieRCk;$W=Nzutd+wLi;hVsnPkq)m0tG{2vB
zJFZ|pzq?I)C%C9A{r=$L7K9vWLa<G_s2B@A-kr6vv(X`G{Ph5rNFkO4BSYqM7v+r?
zX^fqEwwLAmPb93$wqCz@Uqd3=nsj`=R!q^qp-90YB<-|7Z?cBviGf|4`&3!`f<^a=
zN_f3;*ik=Dw?o!l#zkl&PeM}yYx&)@lNf_{rhcZ`K#()_1i`#Vo{uv6eQ@WKqqw&q
zyGb%nEtrlbm8Y@z$y&lCkl?pEDcr@*FRSx(6!(*N;ziO3uGcnwtV?4^UxVQLHiw|P
z&t{VgU*mMf%PPxU?HZEuiyJI6Ukbn1aX<0JAJBsE2#+Rgm_jMhp-{`U9}S1%p&5iT
zuU+pkS-DWr8;PULufziv%(4iGNL_am@5l&jPhW6wQW6FYW0egPR_qFNjVOh|imCuh
zUg<;(cts0o#ds}-8b(Z)w)P(;_4#`70!jzOC6>OEN;(!4Z`7JbkD5Ugs7U~6H1C#Q
zdbZsB%Hdx8sb2hW3Qv(8ylEoqY~CtvT&Eo*Lvo@Ils(;fZhcAV5$z@PY7uF?8rm`_
zIQo<t4BY7bcv);md%QH-)xR9dx8da|-DoVAmq>(}-|EzU0HYM9GrQF;XX39m84K_T
zKb%gsG6*fwq<s9hg-ksEZLAU=mr6km>^+86b|?nqU|40QVFC1%w&oFKkWyB6RThM8
zzzN6A8$PCtD3<kzE_H`ayE;EP>hFlqvmJ~TH|r{DP4^fHK_IG3a<!r4>gg-x31zDV
zh&}f2WPb)Lf%b3qevLEBA^ehi9}Q{&#~@}#AmnK4I(w~+FRZ1`oA^4^e2zshNd!sx
z!oa?=W&Y+@S9lKqeZC_L^0c7D2IHJ;&Afx{kmDo{*3oT09Rs+6ur3aAX&~rGm&k5-
z&rjO_sgkUbwSy`7KuV*L%7js%e)#R5ewB-mh9pJp{^_ilriosas$7NS5PTfRcw{#x
z#eJd*=k1Tz(m{*tFmZU)RID$b2uDgiLUsYeOv}~Cf1}drMpR|G*H9uuXYFi2Ck*2B
zvEM$>b+`hZlK#xZc}xC?4`k!o9<JNDbhIf}Wdx%z8ORS57tHUf<2$4%gADcCFmC;U
z%fWFdLL;bC2k#{U9$MG2>_lFj+8DvbNWqExz1161$|!xMMGvPQ+e636b?-Ph=!|{@
z5s~qahE7Y9`it@vE`C_|Ex}*=&{+SOp)Q-mmo(AB0@2+KHZ<N(z0V#)1wWg_HfT~*
zS-Yt2x`3HmttiOANz$>^`4?uPF7j>E$W#C2|13|9Zp*+*qyd9Mji%dMO5>O%lR1=;
zD>M7TxBNc_gWOB@t2%;P9lkB0xGPNo*qO5BJJ3+qbJ3ge%v`$`JS*1-56<136c?AO
z*d*tY*txkT<&rERbNPfMEr(FJ`_)(bIkB_u>#4$GuUlRnlIkMR{@Qiyaq?fw0>=Ba
z`;6wL*2vZdYgzi|c3`^^?^xuxe3W^vzi&U?^K(mVnOk_@P2?*u8JrxiN|{#23+P-@
zgm4~>7HU#<o`Mk4RmDzlsUAbFZVJ8`;+=x`s$bX~W@3PE9J28ZHv#W|rLooRF@|Y0
z?PIT<xLXa7*IlRmh*<1_cgQ0I9^vtr{9wwJJ=m%9gH9na%zWS4IxzBkBq*kiC$~X;
zUm&Fd!I{EE*r@)QVCZkzD0gEq<9CtLG=)^puLzxC7VNH()+<6%gXxn~|LDwhugGZj
z^Ke1slP{51$pexr-c5Ge?VuV&hKwRQk>bwm7lV@fwL{PAc08m;84i&mCANR!?797#
zXl1cO867BEjKZE9Q*Q^uzOv@(Z!Q>}?E%-NJbnz>fD~h&w9H}_f%m_dpcfu7E#K>I
zW>YmQaX?HY!$&$ktS));V`of-P1`Ps4?`>l4P49}<6BiMe?HDgc!ZMvV$q8ohLC0Y
zE1|f9rPpLq`i1gUFIzp!h^~y9UHgMC*L{d+Um2xDTR_ljZ$`qPjA_I$oUmL~Cl4<$
z@yG>b(6#jdmVsxDOM5AZA|CPsK<CWR1uKi<1RJc-dXo)-W_v;^2Ec*o&GQ}u`vRoN
ztG5$I)MwVudl17n{ShyLdAp2>uye($yM?weH&079OHZN1B-t^!Tin20<(a4DU5IN0
z`;UdhlA^YS+#dXlmgTP?p%zFvHXf5^SvfWYa^3l73@IawGIMz~F)R+}3R&Hv=8wD2
zr6KO7+NBY0w*)L92WO8NjYefOy82gBc3gh01=_C+k|)$yM%lLI`K7sR^(<`<rDtR1
z<2#pEEoGb4u-M`I=tv__(k_zc?&n}#;$iMx0|}tbNmLEY6rNqo-^ywPs(isXgkG{l
z5RlkCpmMYh-2{GRyrk%e03tYL1Kpa3*>Z*a_EITvA?SCN;{HH+=S`>6`@lilH2_y*
zoYq-zw$IM;&d!c0LQg;7><G?Ma?XaeLH`rfze5p?T%xtT#-H5G?0&0bmX3Mczn`&W
z)v~5o65tU=>2PeoAfHw1RA6B+Lz?fHB$mM;$cirhzdsX~hrCv^5xYf0=%j0x`z}Zj
z^f{-y3LdxDo_C`9^U4Dym@W+3Hi7cTcbe=C#*&iiN=fZ}rL&C091Jf6oD}adm88<o
zYLS?H$QkP-+HA7?J$iDP7E3+G*pF}MDuD%2C5dPh{|tTm_$PL(F5K{#srr@h(Tt0X
z5pPk&`eUb{V;Eq%qRczW%F0S*61?yb%fqxX<S#b<`+<O+JWd}WA~~w;KC9mIL(iAQ
zxNu9<n<#p6cmdJ0K@=Jm%~K0fa#R?Fa!_so+sm2K+{Vg>Fg9#CyXkrPzZcycDUrLE
zFCB!IQVu6;`_%<Zp#0{9I+ul4Ntx(c%6R%riZ!;DoR1bwk0)+ONA5e*y<7~JMALr>
z(3*D4xSvawJO|Y|RDaS5G~6?2(Q%NxNZ*7(Cg1w+N!X`Zjj`Q_J7_Qr@03HklOrKE
zhn&{G1f`-c>jkL)<;<1%SJpwM!duwI<~99R;GXqB5<F@6zTdo)8}CalElZXSX4U&H
zJnhK*3lL91s$m>$oM)Kx83#qQXVB6&0tKtQ79@1kJ?rzWUO-i<lXK?Kk(J-gB$t#N
zMq;(LCUrZznjQRUrW2@PbRb=JD9=6pe_+zT`;@sEAcT4Pq54B~CA8HLBNjsoG<!mF
zmT!N`h_Rbj4w8b2o4#=hhIxdXgjK=RNySO2OX4gJxm`AI9%aL0@~n^S@wLbSDVC6v
z7!69Z*__pV-xFgQL@9qupi|Gyrc}JtZ`b&**M*tQ#SL5D)Ujqpt+$ai6<_ZwBkvLs
zvTO6a?IBmbNu&r9qP70hpHL1Haq|}ki~~Dvo8ILE+G}5sC~(akYf4(N?!WJv0Z#5R
z<Fln8mmo%CW>z3@Z5&pgoxghn``kBrC9->;+qWDM5CXg(dJ*5Jd)|^6YP!eI>!|C-
zf#OsEy5iOZp(T#`{ywRdN3fU*UE)z;xf7fIM3Ol<Xkpfu$1`j~*PX6W|0U8RWa|FU
z%iPcYuhkwqRH&axD}Gf4|8!qUf^-mn`{OY`9tSCaS8fWaMF1_z1p8P=3FCj&oh|F;
zwF5rjU$XzqfaN2>^7sz&lQL3rkugy+W<_Z6CY5d1{22x+j%7OJV3Pa?93%lAo(hVP
z!S5#+%CQqt;f5}&^YCtQdaF0$fKvsjIp1>f6djkRg;{mU6-r5GB}Eb{iNNf-f%g=Z
zgs)?>aqId4-`9YMF0YLlaG`1o8Nu2KNaNKmj>IU>sdoGH-$812;Gdq*TX*F%S6kSv
z@2`WFOcSK2evi{^YVun3)T=7gtE`q<(Oh~4UfPVO{O8a;%fb8{n$|>l(-(L@f7`i@
zO%6i`QTL$u*bd;~jr-9)ge-63jM1rxW#PU)&3%0y4Dbv%GJlrc?s-BhefH0I+|M`@
zQ#l5n1xuohN$X=!6B2WkR6B>8yf>=kE(?Ke*z8RdCI&J7=BOL!>`P_7_MX}eSNhxt
z`N~4QTYY`AZ>jZaGz?n23QCus+?%Hl-sirN`^=IyGrTM`<|(Bd34e29-soSp++A^H
z)t);$lQv<B{j0zYdTI#bVQ`PpgB#X_JSSsf-DDI){-k*jnrlx3YmK2!ZIYH~L`3~D
zBx0O(xIx_shA+iOY1!ed@qbWngA$hDwV?i@j-g7!wTSZJ5<q8<MmZXtn>}9Tmq+Sf
zD|BqEm8@Z_dNUV?V<@A$dv4fBXvpbqF2`q>+^^on?lDx$7i_K(EyDg#lSRvLBei9t
z+#`L*r>C;F%ZprOqObdUz(AlIw>u;6<F(_}f(RMlf+1DTX4*s|WeJSRN;3LK7u`8w
zOs#{*?u7V^loJ|<as*d;VH+$<C#5vSJEL$>Ymh9_>nA8BFwp4xo(!*p+;nhyx*S<P
z*hU?e_W3DozSjBaZ>Q|cVhbBGRF*y$c$ODa5GzUp{;tPYcrlu;v+p1j*y4}gJniEi
z)7QHeeIu8Z{f|e|xk!J;&e%l3)<Rc!bML+7v#pYf4E{QrDICg>ANw%^|Hv?bvd3li
z<%^eO4?C{>6?@_Ps%m{67Z%bsX+8?5Fe*GV^9$?VpJ;duBqWR5pUOonws(K|YX95Y
zmtR%x+}uY{nwM6d=1dm8)w#vTJ5XrOd!&2tw6UtYz^YhTek$bcmT|7@53aL1ih<V+
ziXxP%tugEt8Ma)>txpU><ItG3wuKJ!QmO>^m3LQYKct*-_eUEKLBfEW#$wl9y8X?|
zqUn72Hp#7ipChcgY@cjLrCKs`hN_C{_+a{Q=?8nBh1dEQRR-?9L%9zghRm}pH!{}i
z@Xvc@xUFqkej_747qu_vP@0wBB4qCg>9f%^T9&+KX4IUB<>;f_E&)~&Rd-WR{~)Jc
zZsKERT))o2b)r|00`7FFAs|rDyb;HOAMhhv@p4di(>b`Cxi!L&|NKZy-eS$ai-2ep
zp9K+<VVMenGGveQ9pKtc2-sJ+GX6Rv2_cvqpUCQakX3q?R*Fo*5*5|Z(D-Hluer|`
zn(=ovgTDT4{Aid^^?%#+VehrD)f8rwuClh=xg`eHsRt*^oxiF}>PVUQ9Y>;F$LcG&
zGSP33;84^5^1<#_O$uvbs`ap<&Jp@mxb~t&mel@(y$_SJvWti+Z!+eq$H;s8V)yJ9
z-F<Cenqtw&_X4&n#}>ZsC8tlrR)PS}@#m>NquFRXeCNPxpyUMuoFLSf)us#F!p60o
z+2*Xk^C{mDb3bmDq%aWWmS52Y?bVYu+Ue^mT*=@GyBD9~eaaQ8_qiMjt&ho?3J881
zzDf;=&%m*jH}Ax*`Md*eNi*wjL~)l!eBb)E8ThtsivuSL@OnodLBk><5+Sn~=5NKz
z76X$>&LeN=)r7Ns1Z+F}zfk8eT0r@sYhm!NBdezGXMDEG5T>Rp{ZBfdn5xJ%%D*iH
zL{(7>jK}e<_eS^|+mcL%VSw9EX^5RlnC&v0R7ZxHbROrEpLIuQk>ht-X5uCje@Maw
zi|{C#sNE|nzhcT=>aqEMYhJ*RuedV#HmXH8hH`{`Dc54Xvb-umk&YO;eGI@aedZ&w
zE*?`{?O#wbm>Xu#GW<-|Jiw>WAYi(64Yse~Kn>#`+8vVM1A5jveG8x;yryYTSvQj^
z<T#qq$%Jw;pg#;I#}_0QG?xNrk_JNc8xy&<4n7a87Gr#sz7nJ!<I7#FC|ZgsTI*S>
z3P`(P*5WtzlZ0nS!UuG@2zlb1qPhjSM4|Jj9Q~^iUOSNJ>zs?#TuT3cWfo8nIxqao
z`5U7d|0Ft@`6cZ8ba}Q=wzuu2Y8dAJ;;ZOUU<|3nIaLIH@E7rKGvh%~(SkGOlGa{^
z-cz^Y=S&hpxNBwhucVn}Dl<uh^Wz{-`_$CpB!;wXYw8r;#!yBqyVkd25%GxtQDHPa
zJ=_t6*-3H~WY)Z@_4C+t4;gYpJ71K$y=N62R+wc)!zA3N_7^Pm#FT;~I10|KhCTD$
z=SE{diA9LAf2!(-M?Te;+mVhDEL3j)=e*9gW6tpfN(cnJ=UrO*uKSMc4MDw`^F>Fe
z6pWONZML=x+HB-fxEeGPPPVpoW@I>}=As<b)xb`$;+Ua0JjRFGO?z_mqjoU$qcYVS
zrKZu}?+gI63>GnSokbM6(V>X0o+$!+`L+jKY{$)e=~mJ_78=eyT076M#PX_)YJi}G
zw@#A9)2J;-HV4s-yLwi@=`(rKr1WYrBW@uHot+`BG^I>E6liI@F=C6xGtv`YHUmPc
z7}rv!FX?aK-af?Q3E}HEG(C0LPZRb%ZNq@(MlemuX_CP`?{IX@82w`=t8f(D$YQhJ
zm!^Cun&t9{ReATKH2ZAV%ovOpL>}WoRuS^Mz=Mhqb~iw(+UB}!K8kgcp{8Y8nguGF
z391|9<`VM>W_)~rc8)A!7h2}loy6B}`m!Aom-gM`_dWM@nNYKdLpXtoZwLaQ8WM*8
zI*>2W4WR&1-<iz~C`Lw5`;G%rxyzs{0VRS9_T0mlypx$knCmEHu?%`MH+zk$UbhEg
z#E`#$1$u#nzA(<?Sno}kJ~3LB)MBCeCgnZef!Yn3LKqJCuT(vi(QPE_WmQS~8ZiK>
z@{xQ)Rs2GH14?e>)%*g<v~3}HcSS?e?8`XO&82ksEtHsKFWWU|9`e?#a-o_UhXPFh
z71#0tO+9;Ywyc_+4he?g-?oH=A0Y=9*pgFB_FrHe<a-kH-Pln>qYoXw|0E}2js=Wi
zYIS};?NFNpWsSfM9Hk3OhV0^rW9~j)cHLnU1gf3YADt34z~9%KG7^Rm`64;s)HGnH
z$f|Tni=HzZ`IzFCy)Zlzb$2WvI(a{D2BE@Il|PfVd$Q?ba?o~i)S@(yb|EX~{n#<N
zigvXl1PZYCTO4)Y4DojM5tQDI2>i0^yqfMa>iBIiO*FfJNDC83Mh5-~E$x&lGP&6Z
z5)I!`r*Iq$#;`|hR;z)JhI4m#w3jPn(-9n;v?tw;iOPJdO-f1n;Rf+Gu9SDpP}U|>
zWV@sN4W@X*##yHZ-I01HC+8wu#W}TAib7(0Zf)*KCCM1J%K#s@es8py=%I3WZX=YS
zrj1EBKq(PNnt~=!g$CUu+subh!{~3ZXoI;6WZvR8{wGV`|MfpnKs0HTPe3Z~CsQ@=
z=3RU?iTfYz+1N|ehac(kq%MN~)f}n>f87PgMtPaeMZbM={F$+dSos9FW+2hJJn=)`
zM>tuy@F~{Dn9q#0Z%!PPwaNQJ8RKuRE{G5|A9>KHx?PtbCe{7O+$WWcQg?$3nzejG
zWNyRiR&mU~6Z(Qm9#*n*V#QHiG)fIsBVRK}4_~8Je}C3E)%*OS-Z9ovu34a(;H*92
z<~HjrA!8B*-z=VFZ^()bNE$z~F}?M^|Iwc#1LnB9eGdIv8Rr5l$?PHu6QU(QTNPG*
zrrPIa?7u^W7!l>K$7Wm2q$cEMJ|CL9GGjk=o;vGTgoS(a&5aR<sC;9{L(%budj=*Z
zcWmXN<o_Vk#i=a>5_j^gWlPCazv#4YwBO3&9i4iJ^TaaJ4C$MWOWZsyQ5nguYh*i~
zD91pT5epBa+vpB4%X8HEpT;%5ydh@(w;O(G&7Bb0XE4ZdH87_!X49%g-E@RZYr@wK
zYVkf$6Fw@yF}Df{&!zXfx_HyLnm!*l*2%OVvL*X2fklC3Lujz}jgEKkHE@A|ng7X$
z-=!?9uCaf>|0sw~O`!PQ<J#T|kooy0Yjmiw&-)f@=Q6OJ$^v7+UDyFH)bktFwj7H$
zEu_u&k9Lp)qNbsw>n`HriiHj}7b(U3PJH61LJELE1+6|M31$#WrL9?Z1CRdoj5epR
zXHS>Ye7^ul>UFdf!>G+*BifT+&CpoQphM#}Ga2!V{M^^U@+W`wD#7aV2ESVQEXJ$H
zmWD_#<kFfSy!Zg&aZ)PWGQ0L{e8HYnwEc@;FFp#1h_OXH;i$Rzz>6e=WCYukx*H$=
zX)8GGf%rsK#TdNM&tk%`P_NK+N((s#1Z3ytYR>Gy%^Q@muUk`rdN=AKmKXGp%o2E^
z2})@+pv>(|{}+$iX&Q-)*;XEv&o<B-5SCg*Znp>PJT-Z+uh-6i8$J87j3g|>b~XPo
zd`H-DuZ<j|AF`!nZdp1CXQqcmLb3m2@NjDxOPqx++RDVhh?NkaBG(belNzq;bXxI9
zNT2@xSO+QkHg&X3WKN6i9tzBkJ`uePL(F&5&iY<Y3>h+!1%jnf_&BSKeUH-TfNWuk
z?DMR6WOf|kntd+$y$b0~H*%!$VuU|pB&PG4-0@l<XoX6h8cnl(R0#sF{=@~}*C$Hx
z0+aABlYoQskLC=gLk;ym3SdXfuyFJ?z|~SGi!^=RD}C8C!&J;!M{l<l+P;;^a4vz?
zLSv@QD$zR7_}m^ZwH?G0PzQuv#+i7)Uye-+N{Cb3DOa}5Gmbi(K!=8@{NN_8itWSO
zgEIzd@qsPiK|&g5i#G|X+Fq20I|>T>6qsEfy4*^q?xmSk$fOB5F-5chJOo*Gr~^pI
z3Ym=Ak30+|Uvi7+=szUKCyKblob5qS7%Xy1UuPYQl!vZq?k-X77uu1%sT~>Z(C-W~
zuphm;k#C1c<cb8#L+?kdFg3*O>p}0Uw$mm-Jp=7*llp#ZjZ4^bNlpJcxS`tA!&fl}
z!9qoFUxGD}Nlls~)E8Yx^6I#&xjZqbIgNxq56o|+^&8Ne2!8n5hc|F*>l;J*!PAl6
z<wNDq{+&;|u~Caq--99EJbF(u-*RNi<Xw$}(4FLkz0-4rBV-5WQ$(Aahchz1PAQ;h
zL2QQ*g^7^v^BL#dvi>Ru8{`IL^fj<PyFW$UI`>%lx2Nck4C7H4uDC)j%Nyig9|QiW
z(x7f~)k$>h(B&)B^r(>4ab%s+J+X7Mb8&IG-j%?1CK_I!4D<B$q|hizux`MrsPNR=
zLaV@2)ye*RKs=7!>&g#kd)8e$KJGapm-dA>e3s12F5y%(8hR5|sN*kqj(`!3u90C-
zlO=-yb|-WoE>M+|0HsX(_z_zpIMDu9_TV#d2@&zewy+55g<8u8Ik0UE=f}L>LJ6Np
ztFUemG#}sXHHr3h9$`R4#m4!c+9O{#Lv~WAr!@9$(wjOR-(G5AK?W1@_?>btNGtIK
z?ZS@cIG7d1;owQa;28@7#WkLz48=l{Q_AY-@$XY9P%|;U7~T`u!yRCg0L%Bmg{}VD
zVGz37IqU65$pg?rep@#*Vw9|`p;H2S7q@B&0v{whlsp^=y${~dGf7kOE2lUiu94#q
zZT0ju2r&iURS>CrzkV9UlN)ADqI?@%abZ#a!&0}ql9G)~!xEHa1p4&ge2o~tXbB>m
zD#xqG5j_YIH_5s9AEd1)ar58L1Luk*w0y?a#GT1I%gDs7x{4}p`pk2rQA?blH0MdV
z30vw<1o1coN~-V^JSobe)(!+m4MVoI9mVR)OKZ+vB?uM`Rw>sP*#>h;^-(g+*FQYz
zlU{9G!EC83m^N+y=+Vvpl*mY#KF=MrD@16;S0f|OjYF;25aqb@@|eZt^b2YILnB>N
zV603zdLIRWbPoHwx-p<bN;ra!_P7+N(@9?PerH9HLKu14oe-E6HmLChhhWQsc9xkZ
zC7^PAQZ~|Il&D*XvaBph)))$c!LSSYV??0Rm6w1LuakQ&?F>E?dRufo(zHy?TQgAC
zfP#V@s`t&I3vr#7fcEtKmsb=f3r8^=UBuTDB{o!V%sd~Pb89Qkvc0YJ-yAr!%vwme
zU@l*1X#V?r9JbwGrN9n;|G9V+>9u3AbAX~40)Lbl^z9{!s5&<(RxKwlZ+l(c%|U|j
z=fi^1$|8XiY`kO7>#=s?=c6^!OIiMZP+_yLpMV6TZdinNX6|~s_r~^CwgD%Hq%;K+
zl1cb(o2b0sPSRbsygt|~FQwhAZ8-pekzKnr1IvyQhcs*{$i6g>sdU!6sgAZ@7wfL-
zu|e_r0Yc^H+ZF`6IYnkM5!lHCjSj?ez9mt+_VQ1?MNSquRrdYoZXFgdP=HaO(a{D-
zi>(!LuJ#>N75>Y3UOKMMT&3}!zN1l%`742*ww{{?Xv+21WO5;ubiqP69MJ7a)!8Ji
z#x*fM`fiul183ImLgrmPc|GTtyTs9)W&_Y4NspCBTaNi;^WRt4oqP+nBFXK=kmB^`
z_}N_zqed?ykc|8}sNMTU|4IcM^y-F={@q}JWEY-F;~@{>o>M;G({hxMKqR=~W8v+!
zsx~Bd5puEPuE|R@@SzcX7yT)TV(32DZxiW_JdUoaDiR}S=<%;*Tgrwud9;7UUKvW+
zM8&g#yU5!j!q-amaq!?()(}9?8Xh9~io+FaeZ|BwjtB7r)+9GIT+7lJd{km%aDEA0
zHFYAC2=BZ+q)MzfI^211l7UF&f`syVSs6vXGnho_(cfC%EWX%%S>~HjjHcA!!rB6X
zsFg?>)e#2d{d}6T;-H^EcYME&>}>76t=v<Q^YpY^UCC|(K&dDqx8B*YYlM;F{DxR6
zPwjpb_WGA(vey8o{=72~XOrf8uf?{&yl_xxy_f$9Qy|69t{Tm#<?8+Lq=HyT>unuQ
zkD{@L1m7cEBV7_N{wBYQ^@5?Gf*%r?f+8t(UyAq`YWM~hLsrS3o};K`j{g!0;%4^J
z^;9V(`)(bYP!wj);aR4xV(rfPfHOQvQ$t99tckIR<gAs7Bw)sFe5ZGUnJBYh`|u@?
z^{$6J!Zc2}_{(I^F$u!50ujw8ScHs?8cBXzGH_K>l#F|AqweQT)_QGuF%DYLeZ=10
zAk&&3R#r%fELPWYs?MMdJnCmFK6k8w;=uJ*^7Hl1uR(=BDKZdRu-{qHpKbk*&M#by
zS;(Zb$RN3LIPrDr{R(HX@52Dd2$c31?&^k@x4{S?1V5Aym?#*T-@OccWPpI<5xN^~
zX>|VFj$i<cd*3j^y$A63AIbM$P18D=m$in?|EaV8gRq6w9$NSt4=Laci5p|E8Nryd
z=TLhQcz&-<7GSmOr-4PkH|Kf+C*Ud#Akhls)ML0a?YYw_hlTOOCmiKhZx`VT`F6yL
zeMgg$UdQ2IFj5Af-6&{1UA2Bcor*HFGi%^=fpcvkqQM==$*I!OsnXMxmr(Y-zA6e3
zHC?A>GsiK8_>`hMzEwZzqUd}ylq*iOzhG;WU}COd-SLJmnfsOItLw#;9^922>-J>6
z!b0xj7{@V6;qgkJ@F!N6Z@^Vo<owHziIbZ~(*Bs$<j33#Au(o#`R)rvsRC-y*Nndp
zxcx(>lxB421HPW!ie8=)cX5;dfRMJlb;qtjM>XXOar7Y_30~k~6@nUhX$y0RZ;1uM
z%$eraq0mV~aNdTHqN<p|5Nx#KhenhnSRnNGBA6-XMpePgMURSz&mDk2Y8e8^>VPXA
zrkgMdxrz`KCRQ2nk|su~Ep;reO7p9$Uzj@BY7c)XP#_U2&`I6N{z0PC<Hh|CasjkT
z4X|rZ1oz!YE47-^{Ig2YaO$~E9>Nm!yb7N^Us{@1wnAx8mZN8w8p>(FG!9z|`->3<
zkX*H*ZUe8r5`+RPODm++wxgs6@g)zvf)(n#N8oy?>m}BaDn^(()1Nap0%9g+Q=`Oe
zIO<VfIZ4QS%24nk#%YFme~O{%Z|1J}ceXtvl_RO0Zv-pn+ro2Y&v|Q3XwR-o<-?T~
zhn+Sd*@<<1_+>((#-1xnwv&^GW+;`eSVF>pz1UEHMJR(1pk6{u8bbh1pQOV8emtD|
zh~BF|piw5wm$h#;gcLMzwn#L?6#;)~0<#XYLVczCyVq_X^dpRz+>yHu`U0#wS)q8e
zhF}*h3G6bXNb+Y(;n2L_Uqq=9C3}_<$TKr?GBYnF^@T-V!5BEA4NSP>K?vpD$cBw>
z?aP0SnxOH9eeaS`Tsx=k;_mbUX+)cCCy1|n@o_Nzw1wR#On7OeIR_94<3-BphJ+t9
z!ruqt%L~}FeVF!5a-(UDG4_#_!^hv(Efy<=Ek;*MKddy4|1V<qC!+kfGl9t`sNkVj
zSVoVWku@?+XKa~XmmFqCpO%ByCSD~@77+8Xj9#hBh38K*$qoL<qwz`NHd?=DZpEBs
zL)(`$wD?;DfQV)c!5=JzL<!>wNVPRWStWr-==j6?VPkBp@5znI$5Dpw<5L(T;brL6
zuf*scF9pA`P)nM}HkR701vYQcuUdYQo(b!dxawDc9f;}>R(v!hbu2X$jXvNyfSx6d
z)3@Tig$5_~a^5WgaNucy&<v{H9+8YK{S)J7R0mds=7o(LoW`Tr`TToPX;8~T+MTo#
zY)Qz7Vqfk7U4>iBPM2<y7^2a{1;vfrL+ul@95khxXk02tST(d<Vx`#pDx|@p-WATn
zxKK`3X;d$$E=<2+{eBC~jmfG9xfT9_ysi<e05yyj<v7HCkYy(mJp|e_3X(`TktF_n
zwSFoj!eOigKsI~n1%9>V=*6HKl2s;{n7@5%WiFeD`yWNXDXx6A6;B5!j6n<q(A_ud
z)K#kHY%CAUQa+x5*VM+x>=$rjiNZJ2VlZWlryps1qO&dLq%Ql!ZtzxksBqu4{-|mg
zrDfH7qvr!!!ISp~l_;LWt^bu&j*Z&OfC^TyLo6z0bBOJcn>cNaGRg$^@x~$F;I+{a
z_2}^VpaokXqXtOw-)Le2yJ7f$@#N9%l8f(32k=5ASRe%ia?^ZrQu28O-d#z{TvM9`
zS2hw-k-o=dJ069R(l(hqZ8uOC>nGJ|c~K#7$qVW>197MQHGf_v0T?ny|8`g75tle~
zQDw`d=D(Yre8r>-Nn?ueT`r?kOV+)>aLw~QK}{xhy6Ahdg^M~cHc)@UuV24%^YZfg
z1lsEzzGvvpso4_rl3`yicxZliib28DP_oMg&!1Q-J0@H2530BF3G>6RqhqejQe7z&
z^1oEJ#ad30*Dx-`C@ds)B(v{S*kIMR8l!!ahyS-{6Xucs+X)vI-0P>ts+S3tq-HLm
zgyee}@hSb*dKe`lvrpTPbExn<-)<^oN`v|a!<B;2S3juUAMi&1A(Ud)qE5;9wF@wJ
zd-J=*Pc$$M$UrZdm#3F!z-;du?>4rwF)jSQH3~Ye;q~POH}=u6Y}3o&j*-01SNu_i
zrJ?2ZvCQb6U!d^$yP&`dsK+a2pJ)VbddQ9hfe|qno^#T|+b(G^Hoobafwybf@MU9d
zWa7{e3oyzy#Q7~Os9%ba`iaczfnac#y6EJi8P;y8m9_d;+KQz}@~r|$sc8=RAjUJ~
zal7QwYS4|t$_vwN@U1j>K%mm#AoySKQ7J&1_awQwPyrK7p(iFy0ZNK$2{jOfo)1DY
z*t+4}QYzoUmkX0P8g4QhM3K|$B-AswS;-SEEO!62*8I3yP=&U1gQiDKiE8|8ZyxM7
zaJ-1@*S#4P3Fm3*av#JOoH=ROi5b+!2uB<?-nuxiYOf`p&9=J~?~ck$4#Wr;AG(|2
z-P#|(PM(I~9x%(jR0G@R%|~p{>WTv7;KUB$BpI37p(m$7^_a5uE!KTU`w+E3hY|5D
zTnRdAF^iflxYI}xUVWLEVgPJYv{5-RIF(ev3cX0u=ubePU{&n@7DZRLx9ZLEuDt|l
zNoe>u1leh57pTcDIfSBzNU3Mt0^Awo&n<8bMn80LyE?y${~oiishpK)Xbizd6&4?+
z1m`BmhQpZsODCmBQr~DXE)d@uH0Gwry)Kz3TyI8i8B61=27y3tI$~tYQvF0R1yHV&
zL_C?JO(f=a_M5*wH`vM|ZAj>N>vz!LbzBCXO=8Xn6DStsBZyI;)=k3!HV4rJW^n#~
zYqu}`jz?jOdhJ@G<mBM<7xZzo$6~3Fir}ZKimjJzwB+b^V6$8wbn+>nrD}o{zn>YE
z*Ejexq6j}|w^<r(?j2@TS=0D{;pT^@)Zd1dd;1^rkz%E={8SZEkkQ51xx(bJC(I+6
zgiq5U<@V>rw}^Sf`b^7v8cjy7^ZZv<iD_eUwjE%aReT(NHlMuh;sdSCWeALN{ffN-
zkg0ShLspvp>|U^Pe*`HQ89)1}OXp;QsVtd6Q-hK)+{iH2BDQzS9R?^oZ}lO|7!g~;
zI^_6Zeat9bARqptw9^Kj)>@|i57LV25dOrc6Ryb5&u>swHVB}k$EOPTnVK&`aK0VT
z|5&(KPJ(J+X!qXi=6;TR<mV%N7sY&vyR|!5;P5Z5wal$<t}unOGDUi9(p?vHWKz#P
zP$tXArztGP9P=VY+6a5+A)b}-Bx9KifgF$vFk!xAi<60KGrB~{7U6w)!X-f!cEcB(
zFssS_HM`M1xK%XEWCJUa(D9n|`rQv*hfVn)!wWYMNBDE=<q?K1GiE0a27m4+&oMi1
zGtyKgv@>0Rh0KH(;(_@iO$Wysg=fO!*#!;@f#FCy9^ylJ4K1tv#@$g2CXz#1tyiqW
zkW>aRV`L&RF!w*ri_>>EFAF+02{LE<ilB)x)F0yV!63oAF#H&z39&`BT3w%CNIfsi
z+tAz5Yfl^Zj-S(}*ZdW}0iF*_f$Up%*h2fmNZVu{nRL>COiqpyWt&V^%((MICpKb@
zpbZyO?baO3$cf8;RcZS)+IDdoAT9N(uNCz+mFYv+6LdM+%t$mfb1stkBEhIS>=|R$
zGATic#Z66vRohrtTn+)Gu-4WZ<*Z3n@H<xmQ`>wa$MQdm^nsX|uo+@`7cF2Na=vm)
z026N<yfmfJ=cFvV5;4WAQBS!aOK$#A{$}iDhH9{{&1>%m5s^)d47H_n&9ia#0KY{|
zl1h~MSwY`c{PYAGDDU)@T>LN=VumQO^5YjIGPEm}ks{nmS_zAbhHu%|{}ZCW>B4_&
zK*Vgs2OugIikzGiFTOGzR->FOl5+?OT7kpY-=l%-7vit%p&DWPw~uRP$FD7Z=Fge4
z^siAi@9Xo@Kx9D#^OieCV}rdo`ViD7l7;vgRAhyu!2)kcrlWMLKx`l!Dx<`0Gt+S*
zu;`{@&4s6KW2s@+q&=M3!YssoHA!vY`8pi6ql6vJ+NJdo0uOOxbcHV1wq?s|rC^qk
zIgge1^7XR@P-ZlQODmt~*V#dzACpsNo{LMdPlP6>?~{)z`83;;*1hugt3bX{TwB^G
zegy9UalZ7{i=e}uvNjx&d*_&J5Skfr&pD(><KWH;0xa+_epFO`n;>f*MMtH8;?<-5
zzyEjbEvaF(l`O(Ya;z1$0YATfnrRPX5wfm%RnzGo`LWMdzMoqr&$`aK0p|5@siDkY
zK%0k#DQITxo(IEQshvBo4{pu4f=R_ZLHV_x17@3xgpy3D?4;^V7Nj{{aP-Pf_J9fe
z$(*72Z6Qk;?^K4mButnpbp*J^QaIFDZHUJxQx$2*2E()tbgdtI9&DCu-O84%tAqIS
zt3RqJYKF={r{nv@iU0ZVz$p>SIwOeM@r=1{X&AM$ZM%%mtb}MlNF``v$S0l#+<y#3
zxj@9*Ps4UUmo)r)5DDk7*ikIo?|HM5Vz&>Gww8$*g;ED)rE^+8mpV{ZX0Isf;Vi#h
zdiM%VHV;{xKbzxOS*!3v;9zz^Yv0km^u(~Yj`Y@%5C#y1RW-w=bVW!;sXJsP9#~$f
z$El0Pk8KOMPJ|gZp=8z1DspmdR^S*p)6BqvwRtKEM{IxOkV_2NG1zn=m)Sqf@oed>
z>+=?ZtFoGtMT^+E^%BnCW!kH5G@b?H*-eTP07-(A*4)1w5T_;$os@nWHO6rmMioZI
zC;DkO{r~Y~pCzE7qN0riB~~a&V>QqE6G!5x%D_SnowJqVmA1wA4dy-KfHn7tUj&An
zEL(35|AK}20&YxBMMwRH9z(H1k-9>ma9>j{BBv&bM5NHZd2lfhR5Xqzy<ilTR4(qM
zr(xdnL3Or3OwB)86Vw4Vgxn4cnj`g_cPRM~7jvBa!VN9iYn<^)k#pYIcEdT4-h-s5
z3&-`&SOx~)vXHdtX)IAqCKjAhYVl2iaA@HhH`hs4-W)Io^1(YZpWm8BK#<mTM<Ur(
z5(85xoeXP@i^F~z01G#VeAVAxVJ6W*cNlUu@P0o;GopC3xY&d!vRKx}lFlP(v!}_H
zzUW&~Qjw`E2xXbrW6~vN3U!2dX`V!Y_HL(fNXY_&307)whQyfkVYWdrT(`yLHb9ft
zfiyx-;*Om6_rQk=KccYgV6hKH-5ZxCDrwg~LdqtdYE^!iw#Wzqp)nqMhV*~<IHC|m
z+)y?0-(b=Zur|Y%>PooOz*pb-_JNyqwz;9RtU+u5+pL5X_+qvNBAN3Ba9G9UUn#ap
zLnOD!Xv_MqO|@;J@6iOP@3J)he+l*9#AH6JLcbf}AhO3}b8N}UAGcOS82jlNE2=AL
zYb&CsuuZ@toX)e^kb2E-j~y9>yeJ=Wz^E#x*{cD5Awq@b1Jdg7-}_M->!sv)a~P=3
z2?wzC#K}s`QPKs*2GI>cP3%y=a&nGL!X1vp@8F|6VQ`{(Enx}S8m3lp(>4X*9cp;x
zAeA#BrL^+cS$S<8AR~v`i>Rly4Z5uIrd^Q6-Jj{)9<kRc5*5iVek1GX0`KRvZWP5)
z3i?ti=U1GvQ=K&OLZ4#kWL4ivrS2yW*OR483BE>`-|mq|eDK#LkBOKkr>7sV)mQ|A
zlQ#6|i~qqbVuKeu>s3nONw8xBM=w8GhHGk1h?ys66p>bfKoSfE0qN%$lA?X}F)k-_
z2P1(OAz&;N{o^EdCO@rQv4~H1ozZBC2U7SKHuaUgZdh${Q$d%tZAxPkaI-tBg$E-L
zu_}dE5XhN}C!|dCSw+)s%f=q`Mda-hBir^a-N<MhuoCP|d&y<YBno@;ehg=dwL-{{
z4MsjnN^dyvv_?jvqV3%T19pwnHR+Y!F=8sw1fw#4x%gw!b--p?uQVS4^YIRYul`Kf
z^|FhTMLf}q(CUz#clhR=Mo(-Xf<(~={Z$J0*FOC*dJQrm=wOJRzRcuU%V?lacza<z
zy}xR<#B*rqNr%_3<ZImOZc)*N6KZU3>A824hAhl)8Su0?H^6VW<A+0<luuGE@8wR^
zsD?p3ovukb)wCP{xvXRIw+I*iYEM3p|9gUX6#2!KoJ8GnSMkD?9H!E#1C<lPX?%Z9
zfWS7U-!4Z49b`nYEO>3iMHsdCMt+%fkeV?49N5KM%$&oC0vd1?U=CJj`zJv{6Udi9
z9JmFgX>6p1h(ViV^g2pkh`xrlRGyFisu*G=SWE$Cnmj*e7ahJwTCA37BYBk4{*r+@
z2^tRX0PoSdI(7q5Hk+Qo%WQvtd(e5*!_svtCC$u68Sj^G2B-VqrGcbxu^0xpJY2s_
zae0Zv5t-388Q_7W^!bjdvKlf|bV<HcvK5%2K?OkWt1Mggv|<iRrZk2O+Zt`D!kaE%
zw*|0%OMnO9L?)3g$>|;J^_e0>UO(qWz;_zVe^g&3Ic}H_F}pD&?t&C1)?s^u6hcH;
z5}|`{I`?^Pw1ocZetvQ=En=*7V2vP<)6{Gmzh?ZKgL2da3lL8YZ~gJ^SFo2y!Tj6o
z+t?nty`eZ55~}{F^b91380a;-ToUDN)91ggpp007z|kUSW3b=P+u(y#<4Qb2p&;V}
z26&QWMVS`gB!3BrOTJI!3)gHk%pn{Y0jSxscGN@9LWQv%+M4?F9E?q8^JvWXL?USj
zBL)&qEaCn`A@5zfP!?`RaP&3$cM=R)lK?$QkszSBP?sh9qxbFND_~mSaLGWJN_1yT
zeN%L{zz*nP({h`$+XF|GR7B1M@LKxKaCxC_OQvt~_x~<aH12}Dbk6gXEQ#e&h@zMU
z^2q8;8Y3OZZx_dLE)~@qWNO92;Ij29<=msB7AR{q3==E@r8kaLlp6Lu?g*klz|OwQ
zRl<FUeb?5#23qqqnJLH{Q`#!ElzCMg9pFXA*e!#JfxQux8@n}kh8rw<NjfYDnsQ&$
zgcgOw3UYwL-H?kWh?vO!MQvi;@!f;y4b@0~9hge9;3{>AISx=aH?=~gfY#3#Sa-TU
zD;+4YNYt8=<7VU6QFouF0hp%*8VTy$#$e2fzy1~v_=TJ8NQ4^>99{1A^&sGCZ4mgk
zj0K=JIXXN{{WZt?16Stuux0pi^<0~K2}8eZc>(bKJ$GuHAeZ%EKCF`h5auN85c}NV
z?%e|-ZmI&V2PgYC-N=^^>}q^0h=flIL^GR)>tEZ?Jh+l*GbNsOx6pp@H`d)abz!Sh
zi=Zo`u@;3S*`r&@3|bPfos7_tB<ry9u=8uf5>b{{f<2@6G1O8dH{P>9)03lWdTOjt
z1YjBlk7<}8IH{w15TzO90!g+X_$OmJB}*+WEP9AgL)c>qj0JwG^Qh&Aqdubps6#rc
z23JDdGtX%cnyL7K0c&yO_wexOxlwtPJ@#m>RWh~&q84HC+AZ+7vLedT11<V5DO@%o
z6sUrs(U^!*+#r3nK#GQb%dk&PVW|^4kGqd<+oMiW6P|DFCM_l=$@l{Yr;MbeO-Ba<
zk6Ze=Q7sqo(LyudYK|PZ9OLQ=cFsZ^59r7m>PreZK%4jDC|6B^Zl<uWvQD<yc&kp5
zY}_WDJ}mjj7;;si`@2t+*rr}=PXY_6lIhpEOb>!;ushH}6<oWeDrI=KeS+9E?}}qE
zx=;XMn>R#9hE2x^sC?#!daLl4;{;i8L_!ktw6M!F-BU1sP@b-zu;rFh6q7MKX&Iny
z>F&0kDBbzMT8h?s`KLVY%16CQMEgEn5h4BcC#!<$I~(<POZDg%VQN8ZyJP4H{JHHi
z#L_nP0Cd!196E3_T|v_XnHDf3OTdgmsEQO3i=l`=5Z;NIQwL#zIOmIaR`=htztx@J
z!z|{HpzcURUQ~zoKFWHQihV2;fta`8lNXzks&N=q1!euTZ^Rgd`gtU4i2W^N5fL0I
z(Z6Pyxk&PfA&);SKf=+$uwDjrrpu(gl^8GWAN-+!JBKA>JLL&KTWGaVM~GGWeUUry
ziX~zS##1qHHRci=MZLn@Yeb@PmBjJ?tzSp+1o<Dzw3WlV4lr&ub&tR5XFg^?VPZ4b
zv<$Shzx&sF;S$FT5xO6k=1_gEOh3V=R?pxT>JOYDRwmTJqQorrj8dhx3*$ng6pjq>
zsm8=2F|9fTCG;ds_<BSemeDxZdK~C?4Wnp?-yF8}(8z1Bq3~AkfhGg~nnFA}Fchk&
z|CS|4vlh;tl&+7hgULc$9mPFc)=bP#mD5dARqXbz6KF&e2j(|7(d05!D)PU#hsh*x
zKTEgl1aP6ak%^ig8uY|0b`I9=otOSfwCZ3H^d^qa9Gc@gwzMoQE3<^<Qig9_NKT&5
z3BR_myv;w_^%df+P$sO1&2p*8S`<k6HB84aIWx(0g;R9{b8FlO8So=cATP5^n3a_^
zATWtXI+b#6GJNg&2DK`W&A^i=t0yqfMTd_?8GMNYNtV!3Il)~(n#`m;f-dQ%!%WQh
zn;)2C&(NB4`d=|v)!V4n$#PEPoyj>r7`ir7zlN>>)p92#^A1xhWWZk2G(%{P;9QC0
z#@qXHfr}c*U+$515wbGtyDi6@@qXuTGdM9JlTS}{k`!5VDF*X!blHD&uomk{&~Thg
z+7X61HNdriY0B9|5yPcL_=<3oW>z;N(WB5`g(k@0=Ss70JxtZfVrWsozLiikP?xJ`
z-S>#*cv-{$&JGoy&HbKVOyQ@n49TPtNUb45TPW7?U5wjeszt0sF&Z2npX(E#gX`=x
zIS(UDR>(Ds4q^JI#t+b<`j5mjpQPV@wH3vQ0w;woioMOCy3Z3lYJUKzK?-c54B8OV
zDpmLn{NTu0(l@T8{!5&J(*IQre-oCri{Xgr$a5E`Lpj*bfML&oyv<k~Q>{CAk()Xb
z^;|`J4+gxDEtfyyhxYu>*ot>ME(Pz?VlOHgdLhk+B^5=;qn=gH_lcQy+GfQjjUbRx
z2ZHrbSIVBWTCkGkON<m6r(Ixcgy7@PnATa%NFwz~Obonw_U`}(&QgJA<{AZ*h!35)
zZNqDc>PEUkgeR#!3(r>m7pO0%CJSp6+_N-k25;|-e*;2{e^+!vrovXHRU}HaTQ9xr
zgNV4gY@L=QXPZtMVdPQ(f8yagD<+eYr;3WE4)!sxSd}9}6iUg{OA?iO^cOH^8RqPB
zs-$N{Ea9*ORD>-Ah36AbEaSb3GG3jbK*V=5@Qe7fUnP&?Cf+w5P0M|_;r@%<%n}k^
zZn_QH*FpIi1lSfDC@BD@7{6(}{8#{{c3!Anv39!hqu2B?7qUcbk;bM^tA3v7jdzkZ
zk0dqTsH|ZQ?o+tb4-O0LtX0iT^^6V+tjrZnIgdOcGn|)9lOsv6YW@B>hv!~hz}x#e
z0kvY+&IF}Hf7M>pNT8@;NBBA%GBhkK%Ydr3(}~8LS^XV#casgN=54O4bzcjlN{}N0
zd49e{8}X*Qt}7pnqA}Nbeh(qSPy@gCQd}0t7ozCaT^H|1OM=8>*Pp)v5@6{Avvr@g
z+3RtlMT{9nVJHpN*O|@|-+yen^8aoC?VZwd$y`*Vy3p`3a%eNX;#;HI>vmiX+lB=m
z2908B-G0jn8_4DiXXyS%N{Z?q(BVxv#8WaZ4z1I`TX$mbaH6c^PhAWy;U2ZSsOKu6
zbzXc)%MgsnOW6LpL74QEg$EuTWaSK+s;N|R`yZAOg>)L5d+KgfxMS^k5qJEG{FeBu
zacPbnl=$*M`})-lUXe`kNVCAiN2=apbJmZu)sP5gATM2Jeh^NRq^&LK#ab*&0;Z&U
zS?oLBegAz1TLu0CzyjU;*F+sl<3(0CIWka*Xb<S#8X{`cGP^ko?!Neg`h04^>wW7S
zCZCy6i%vO~E+Ugw`b23HZ+)eS-9M)fG%kuy$cpLB&jVZLV-{?Vtlmkh<yk>$*bHb6
ztiO3EVyj2ss<lqZ@kumAuKzPx@_(n}LXwHIv5laY8=<P_9=2C%o(X|?<D!t4bwbY`
zy6P*Y?pu)gC)~9thDBv(C`weHw{qSXbH?%}B}Km}29Mf`IAe8uuNV>iYZD7Q{Dy3%
zFv76kZi4V7N=ju7RT+wdarM6ZI}24)Tk-XQy?-XyPj-b`{)%3ZJFs0aocv^=2GwM@
zvU25ArdS$H?6mleBA(CJiF?ccXC|gyf^T%#EcH<jRA-|uu!bW)K|_Fb6T5o{LtxpR
zM+^?m>4Kq5e%3!q9z2x06X0i-W~ROPe0%Ilh1-1HyJxN9W?!pa-8{)R5kG;Cmsf3K
zhP~v${p{!6sBxN10!1fNf%29rHakzD`RhIft+jiE@swPCw9iqPt=@yaZdmLv!4UD$
z!_)IwHi8NkN@C$zlCrxyY2!IS`82@T<6-%9GQsO=GyNH6Bt4AY3pkSSqlJs#8@uB)
zb@QK##x_9#8pV$UMEd)s-`l$AbkDOon^3Qc%-{3uK+Nb*9}QefxUK)RX0{GYDH)%&
z0-a`F+B14_ym~(;3ebD^^;!^7e+1uTW}=|$>;09ZwQ0L&QCCNlO)NeJ{r{+X2lmXO
zEm|{X#a1QxVxwZ)tk||~+qP{d72CFL+wPn`=RSS=FYLAFS`%Zu^MxdHjlgaSS)aSl
znmzhwO~#8^&N46qi2k|~7<Y_0zYx@WzG<Wo7nL*|-qU5nnmzIDyqBkoEO2b-JamOi
zWCV~bA}9@{yrQ{e97|<hYvc~Zo)7|AjZ(e6yk|hO+>g2KU+M}~QKcDoka<1brZSK>
z-${p^AY{F&auN<`s2XV|V~mrTrqeKPlFa#Bh3-0*jyh<0?3wBMIM(5;_e8O}p04`+
z<?LzO6=9$dvC5Qi$gOB<we^x2aTuaEB!M@I3U_C+|3M5W$!OdiQR}m0AeV^6+-*k-
z02)c;_ZD?zWMl{w?%aMzJB6#fm{5v0RlEOpO?^|1dmi5FtT%!UQca1w<;r2}EqW=g
z3VV18DT?g!Pq^os(AVYfo<I<|(!>iXf0otVL1_I&=0^i~Z|ClfY;XVh8XO7JX=1wy
zt2RBs#6xgAVA^zBu`|FG1GBH~(hZRA?vt9<+%s;qoY>MJ3HBubHZlA&uO1ue2k~}x
zxK#-#gi`JyrK;0ZK|lgzG<wtEIXHcHlJy}~^&_Z<l&FW`^TchbbSj8;0d;R@zkGF;
z88JK4MqhWl^4wuuzCM4yEPYi$;&qM<J0`3w=O^<-&eYU~D=9QkSI*?s@=*_2M;>17
z!D<uo0di4VAs&zfM{O*pOTR$u)!(mF?GX{;a%&Ba^Wi&PCpesZf3zHANi%EWsWDxA
z2d@YD+C9EydBHCuBZX`2G2NZuVJ#h3Hu&E!%jm$Uh?^pc2o2A{*b=eLaq_2#O}L!3
z=;<L>G8@7%VHCoT!Dmax<$FX#m`OTQpKQ-XV6|la%lrp;rkal{wb~e0hr)!QdHtrN
z`=^>eRkJej+qs%iCWWJ9EU`bVy(|lV-tYnmC$nfyH!_~#s93kpoz5CB;|SZ0%jG)U
zTGV&f-JV`^rDm*wa9UWj9z(IW8y~=0&8@b`=l0TEb0I{lDs*?Kha5Hl-l+!TKCPM=
z6(q8h6sdWQz=9U%+9(LxmlX0V;m5T@>4^UZ?)_EpveaG0fl=ubkW0~jt#O3ngd7&>
zsQ6lP>p8WfP9Fqsbv6oBqwKU|#|A2>{_b(oLr6q)l{UxSnS!>8cvZ9mf+PUYoOPOs
z9FUW2U%NyQV%g57wd9uq?ls`fOAx;<AaNu#``98v`56yckeTt|QWBE0d7FYgikSDC
z{((F(6vHMnD5iuNOc;*2ZUPM+AOkHz6f?B0B#l=u074o7-nNlnTzf8<QR<~Bvr_W0
zCT7adm6B&?X`G0O?_&!T{Bb|iKFlYRiVGd0+*3?0{LkibiXt>VWMI0>JB-Bx<ykZT
zz$$KyZ&dOI<2CJNbQcj%Gi`L?{&lbLZBIgrnjTJBV}qM+-pRb^>H#yi5bT*GC&#2{
z)GNR>kF*_oRC}|g8cpm6UtR14U5ONG5<7q=5l-2Oyq)rUcA#-g?AG#e@fT6(nNVt8
zea%ufR6&5Kv=t3V0=F!-RlBCr+ya(?xx>Q1Qa0y8ZoP!7leV1v;2Z3vX^f8W?*#8z
zIwhamz@ggoGtBfB*!JN}#(PJ^DU}MCb|!_#?P-iBopOAgDsAPt=&wk`35s1JgPJ0B
zFqKf<=U}vMsC9nH{t7{Fd{uk>!}A(A;7Ib!6nog6YhOXVNNHL$Dv_@0A9YVw<ZJ)K
zOV#>wp?W0#6`Jr5E3kd<K+HTq>XZS}6*+D>!h+*>6f0244o4g`7!zP0kta;*DEXK4
z=-DU)cV1i5sxmENRIbO#)#a5$>4bG!>|*R!jlHEW7lI8ix9~q7hQ;2fND?OiOvTef
z2Z^}Qqu~AN#NdCMZ~yUU%)}ATKFl7be9CmLn%`Lj4<|z^5|RHH<&}@`%*u{$eO(Q=
zDL)*M2;@QNFigr4@9QQaxBeCesr#Heevjw1Q=cds_mSs#K{zw-Mt4Q0fW){ZYu7b#
zqR;p-S!5;b%wE(Wi*RXtSlXj7Ig(jFxKPttT;G1{z?9re{&O-^&s<-P^pMsPyd?u*
zQHo-cP05y9c?h81RK|&EV<3y-$aMRUB|)80RpK19`poA1e0BVPj~@?(VZH6yyO%jN
zwYN%T)x1Q8F0z`s0A5t4=clv6E7knJDMJ3Ah<=-xD-~$nGj)7bAyAerCPPy_<D7Sl
zJyc+1NTWNSEAf;YCBMGpd;w^5Qlv|I;7j~%nb>Bc+=B5oQr~Pq*ddCULce2_2awRv
z9U{aJYM4Va#KniJW;HfJP(_1{y)(O5y<Kn_meVtp*0E>Zz|8m=!M{!i!e1)G3_LzA
z$s_+X?EluZk`9wHmpj1dKu?>w|MAEe&I;aB`226es}^!R60hYc!~N8=Uvx&b?$h-k
z8oVx=i{D$WN@9;E(4Yl!pBZ3(nSYoMqB+^F25j#=9(9mN+v<caf9EoNSP~98(SL#G
z#iEfEyuNnHi(&3PXPuHnKhd|9&e<0k#&PtQ4jk8k7S8zr{Hn)opkWZhdC7k!WJQb?
z4LUSx-;5w`T$=eZ>q~>^l@B0u+gRIh1g;>Rh4RbdXW@HX`k!^{c;b3WDmjmP$qP`J
zDpNJIFs&4kHpoktvG2&PQ-x6B=Gh_&ChDm(m4yZ*e-K!nCdt;;{{DVR+rc}!kOK_e
z=D@xR_6Sfr8N9n16lS8QKI?O-0~OedUy~HFH0Bc2mN%oQ+DPamN(;gmDysFX=(uev
z85z)rkscY#r#A|;Ry@u@b*?mwbxTyW#el<@`2yk6Y4*<ALrKNFJb{R~#fWtsirA5T
ze4o^e1PZAxJP>q>mPcWlvjJdFBzgAo`ljnH%aDpzJeS$@2Cp6-d4D=|<1jS6B?*J~
zUF^LQ<ZT|u=c`a+1TJYXIKi=O3X3*v!~Kf?%z8$0(q(;M{+G!-3JPUBStMk6!+TJ@
zCGZM$f5Xm%{UXio?9m1B{lWGi%DTh=GF%7z`!Yu_QZ2!7bs;;g`NB#DGjd`=_hCQ0
z61WA&>=~p&F^)q_)_pDvE>9Y^r7-c4TUNz!uiY%~4|$An-#f$;U&Zm?$D{s2gW(fn
zTBw<jsT&vXu&aXjBkw)%ONHWq77-)I#6u-1C>@#^TG$vkFcmk%t0K!Pj5$cud^;%}
z+#IsrRh|mzg7e7*PLs=cdOd=>(zND!tgMPXrJynl&%u(6<S))NAibd`8t7E4#K#{N
z1Q%nE9?m7Bb#>o7d2+lnMY#kIfj@?juul7DL|B>oB{}XH9jS<)4H~?psV{`G>eGn%
zZ<A9~yvsmOUF4?<Vtcpr)WnB1Y5OT5e=0KHe`?XkgG}Gr^&PdNOrFNc2PMqyIYcc8
zi^xTY8;Z=$*@A9A!EF8qn&<Pe8`6ruv%P`9`&C-cynw^~RXp+M0EsO_h_v5Zb09oM
zDbngnUE5vL-kuBhuWa0im`FrEe`<MHyxZHq{~S_w`i~Rke+sK6?@-fK9!%3u-1bZP
ziGR>%b&`%huF2RDf`LZ3B*+XSJ%2A0Up@o=8R74-vfz*Um&7@_f`%`r-1t=U{ALWn
z4a6-P>{8xD?j^TRrV&S!G4TOFlvPp>_*|X%j#{C8V#ubaPSZAIH0Iraij&m|<^g+P
zGwtd|a9-J=;6VHpngSY)*M|Su!NlCbhPkzq&mi2PHdCC~eN_#1t;3Dq+|6&r=4U&H
z*`Ys@W&o(u{EZgRz)9AtgCyoz2T48pM*m{}CC-s(6AOpFA@Cc$q9!=H_|B%lP$deH
z#Csnr<hA^5;(SP=!o<-aPjj_0(ni&(rbdZDu@qYaK6(Wr^RIt5<t~B)E3e+Bn^z}u
z1{8B6JS(i+6&;Y6f%uNM`ub$>L@EwNd18|*xhS`{)$EWl6A4KpUFgo>c4Iz(kxXWF
zzorC2d6ysNxkl~%BDwpoC>bg4^b7Do!M|mO)_Pa}Fy#f9WW_d@^@uUUMx1Z6s=#TW
znruDYuR>Z!qXlXg!n?(NvB|#+%9p%9>T%MgX)m%fvof-N*MRGw=;j0oqbRYnq&<O4
z0KOi@n|}1u`NAIITR-R=YQ#`W`2PtMqq6bF&6jc#kO#!?N)!T4LMH?I7pVd6<b|7^
zFjZ`GS(O7$+0nvS{LWv@&tMol4wF~nJTGZvB7iXI&^U+zIQbz&>SJ?Ie?na#h+>`J
zSHduzt}SQ*e<2ilbsa`e=~Tqg$HyvhE1L8jl(k6dCJHZKiY}=5U%s90Q!lgu%B3W6
z0#hVzowDpsVCJQjlx;WFAAoF*ofH+0(g6(CH;_yCJ)?uLV_tg`=Vs(|tt#ObO<&bz
zE{0$Hsz=e9WOo(`H&aF8fwPRMs;f9Ut2i1<XgVGV)xv0dU}~5Bqs*+i9PV3U*0{zr
zev0G23G3RGWJMRmp0Rqm)P9<ctPl{%{kY*qdStY6HM&(uKP&(fEBJ~*EFr>MyU50H
zQ4v}J{3dCWFEbtTf`uo#jLQDO*aQtXJR7))x{fujsukrcD;`=ULRX$N)etmQ&RhF@
z;9FK5$K2llolU-uzPf@RNX}RfLZDFo+_2G-x`WPxzp}9NK!j+?ZM>_1k%i7?=?@~|
z*X{=2e(H`AL7uf`J)=X_>6~<@A^X9%?EHV+j2H;nUy1)4s{Zt`(%WMXAU-q?z>WiF
zAY;K`+C9+S*Ns!NB<!52Z=F%sGR5nfX>XjV>v=Qujj};UfP4x1Sgx}Wi&6j7XV|M3
zr%ROU>))3?Py!eF!GA;)uDc3sAR1u;|Ed$)Z_!k)aO>?In54ru1s6e6Cv19GM|USj
zl`*6J;bmyk5aL>t&~IwZKfmBl+aJ*9rwhTb6W*b-45N;}?g7({X?u%PJZ|u=|KWfd
zi}UM(?fy$CG_r!f)!60`veY+je);0Bl#-lcUF)&ZKj=9w9>GmU^YxJF8E=!v9^3l(
zqfWUxa{*vR%0|uj65U~onK$Dxx7b5B!FT?>KzB4dheun4(_ZoEVLp_2-NOrT!rGm~
zY<d`@_7l!gz<ERaB4xXOEwZ`{_s!dUFQ1Z;_2a7iwN-ETHyXs9yn7QVNYz1W6gkg5
z_6sOtAU-@E);cIvy)a+74ZrV)b_7i|1t40K!9-ZfaK$jx_fp;o8%g1vkdgIzJv@kH
zDVF7(nv&}GdygPTP<684osyRAWuWQDK6E#n`qTb%M^bx3@N8b&{#O+L#wD@v_%{XZ
zu3@HQLr=7R@rvK?UiXT`0egL2-uA{T<GzGwYx}^WZQOL6j34q@m^1qqn<MpC56<wk
zMhaV?kxtc^0^(hm4J-uusu|w~;z})RSxA~|6xLQKrqSw<v1=>(eoLKU9}ftUlQQN;
z?PCRm#_wUWW?SZ>+jHp_mV>B$LPdEUwdbt*p(m)Eh8K+Y=|p$6m>>O<&_FDxcu`<(
zND@1k0B{jRL09g+jGdN3ZpM$(X`{OZV`PNnk7DxohiEjkup3Q3+Gal%J8r?Tk%8M6
zkw{HEwvkbI{7X6M@`Zm=#PGOvp2rHj3qsta&FptKOCBP1(}_`#hz)I9^~VuVkz!M`
z$8&9WcdNbIVdm$o{;N<jyMWtZk(_=INpGUeA%0+Je*W8)#o8_8-}16%GLb?7G?1tO
zUMN*Pih>aPsV&tw6_MZJzrDK1^ur}#=vtEWi2;=zdSivx2ke$(Onwej+jpq2tKu<S
z%RgH>)btWFS0Mf)*i6jPk+u0hVuY+53YbkV+J|h(mAXM!pNi=tQy+zyNZ;<@W~GkZ
zE!5lq2M<rHNo0geXQqwchF%*k*V@}ZUGY|3jXlhGxXaph$<PPCl5?`N-d@c-qCJh3
zU<>gFIoch>WMPW&A&*%?U|>02%oJD&L(N(kMmGaAxc57rXM6^<2w`_ZrSd7)t8LmO
z2|6V411ij5@_-&}GE<>nr!6#fpB|_95T<_JsRW_siJxI!BatHAvBA<z^tK~78cf3(
zn`An%EJh@l+Ky(osZK44f0wVablL<~Ra4G3`v+(m6hEN7^mt_e;+bM-;EKk0`J|MX
z7JlaaN8Cw9O2*koTd^`G>_iJj;Ev$v#>+Zk+oC~^y4u>#f`TPN`S9Y^;>2!IQK*D>
zR)1am50e-jOUK#Ml7WL&ANOW)tre7%5CS4zB73lsR6e1XEl`eka;Udnt4@nmut?io
z;m_QO@0YE?S!!D(WIofhe!jXQPj~j5)PJk`dgmAfI2w;zwSSgE;V08@sgf&)d!Bdq
zE3)-OllZ8ve8nk}Uujk*PgnJ;cXo}FCeiIr?pJGj9^Tt&G#;SNoz{l>+J+b;O&uU6
zh~T33H%GQp0+D44S<28{Mq@LKkZ(mUsOLQdawL*~&Bc)Vay>X4i`5lY4BfoY+$lbx
zxARMu;Y+-J)7^<Pm{St=u%C9khLLyVhlWj`JWv{T-y*pZ@T!|iAvU61!~wuOu0|k6
zV!dGxj+|Z?{&5bvId&X6t?|q*NRrA^62nD@vRqA;ANx8&dlk2*3TkR3QNyIOb~{+j
zjs%n)w1s(;T*0;i_7Hpq&3!!6U3ej5jWJW*hlrTwFiU5I7n0a0NAlraOb^8rsk+N*
zcce0`2ES172SI~`)k>N}TkXvTu2N~rF5oG0o?NS2v4SeF%XvPq4}N?cAj#R1KTk=8
zGBzdv3)2%VnU{K}u|g_|=O}jn8E69`j<-T+qGMUd$t$YJ?F$U`lum0Nl+2G%e|p9V
z0m<6E_xASv$abTBBz}1HAETI`i83Y$**`xOU1{;cl9J=}Ip8$jykXXD&xV&Y{w|GE
znE!RZmL3T01MxZ%OuD%rH@t_?DhpyQpN{c5a!9ajmlPfJTcLR|R%3#F;`hBC_`4jO
zMTk-RpRONkQ{3Y`)?m12FFm<0VCW5Na|v;p^-I_z&=iyLH0UBrr<}%T3t@W4bRLpf
z@=3f9Bivd;`HcF{<*OoQ`N)MV>g41XVT^3_ACDje9Iu}*Krt7=@%DcNK!?P4Z{Yr*
zp~A*Z@zww`3FB>}xaC|&v>}4)H~i^48;~%mLG4(dEQFUi)5Fij=FqRZid;~@6rSWC
zY>(<hM5%bk&pdB%ftRcZ()zIeDaG)-U&CI~Mk=%4(+zE?@8;)qLmGVJY@vocL<3Q+
zJMrKcCBO8E2=k)vc+fS1@&=h=Y`HxJLkof$;cVnx2|ms%V{H%Z`t2PQU|`uvNc`&=
z`Q5OZ8;P4r$+=jkvr5p#d*r>4!ZeXOk4AhF0N%&;yE%9*KG4YBR``$g-I+rFG^>KW
zY1A$-_2AkIv$QvmQ%U+n>NAcTPtS^vt)4ze4DYW4c-H$^RWJ!(oqs?Fpb-@Z3puN3
zstU-!LG{Q#yPIl$(sTU8iuAt!b{s68aoHz|EyuXNL?--}KUlg2{)3G4@9H`^;HG|*
zc;cLvgn8$W@5QJKU>AQ>Bb;1K6w>Bm!5l}ePH6}Y1sY%);1~#RWvB=JS;QTAhAE=;
ztKf;U;SRZAB#clgr8E<x#RD;8jt~yVihsOu2>`c|XB!p+;W<2vLRqeiUg9*3h4=K<
zG{<`O8YAUpHk#kXkp>x3>BSy~c#eoGeo*V15W4Upfh7XbW(OH7xv0a3@$(LmL{tW_
zMz_8fCLK8ufG_PCvOIyMuu?#^oxdeR!Af`>)K@qdQTcuNL@rjiTW+#WI3vPj8|x1A
zR#C;BD`fj@t7z56U;R#KHe5^^>X~H|Slm}L$aNTr^^Ul`24~Ql-j##BizqK2z($aF
za<b<qoPnvMEkq!JIwVHcd@a$MqFW9A3=tor8Um(U7yZn^)AO+l^$7Z*xCJfk)4b5%
z*U(G+SeVeI4vyhboF_cehIP6-Uc0qizJhG*1EsIhi<CDbYj(@Y{?7~K$4nA;-Su8w
zQxo%p)2Y!3k%|{Gj2Tt>()pi;;Y=2;gI};~GGnXe`{*v4_sZjyBzRO5tJoW>GKXXW
zcb{ezw>z~H|Jl*_fk~_g%7OG8Km<7e<YG)a0`$+$Q;v^30mK(55lo&iYIaP|v5X4^
zGinB&=a+upW`SJm<l&L8EO(<@D_ezWsRS?w>Q-NNr(P0NE8_Id-k1{lNR7)rJl@!L
z^*+BF<2*GGFnd@>>k5E8SJMx*`0oabq{e*@-WEmy7+dhjL>)b{pW9&}vNNbM=A_5d
z>|w;GsB(bx98PtRaw89to%&jt2s<xrbZ(U^9iv)jpzL(f7{*1=r(aZPxxbcz!6Bag
zf&U<<4?im4)VzXjtwe>PIBW=sC$7i=nLu7QQI-mwv#3^#$fvX=Rh!y=XJoPy9$EYV
z=9yR49$0GYY215s<<n;h@*`&w_y?t~qDOr59P*+PG-Z0P3kcvEl=w(Ickw+p=p)@P
zuXq_r<Q-6&UhUbVWPdbq246}P@@4D#{_>FX_Z3FRMWiyZwubLVbS0^3IEYzOlGyz(
zBu2@{d<V`y?D4#~rYljep2Bc^oGIZ)8pL7eE40GABtoO4XqVcrDl1|DCjdYdp-7nZ
zGXRg6#hM@w&~m;N!{;OU`M+5@?hKEL7}Rg#v61Z}-93f?u!vA<Et)?F<}IGTT}CHG
z`oL^cpmvB@h0Yzc4K++HT#!02`g;<3tCR^)fN9yVv2w3XC<v8->l9B>>L0tz<1$^#
zz69JJy6VYIF|uWm^ha90@%iSg-n8@_BU>2X=214VyLtYo_8!!MSx%qQld5dR^{*OB
zAHZHCI<fumz5m9lW|aWge#8~dv27=WZiww|a>qBXhYiTmQWD8oyrYuSW?S?1`Li~{
zv-4wBS^K<Fmf~M=N;}+}M7C&yVV0F41E4Us-;=r`3=wW31bM)S0jXquU{JNdM3!Pb
z5IFSKVg%3>$a5{yA&fd(&r3X_930q43H`QHC9)R{)7d0bYTZlf9;Zf#VAO7xtkuYr
zNm)NtF?kumx5Cb8=-ix0nIfbaW*mu?MFa}P$q=AIu?QtB{$t#3ZQJMMrTKXN>lSW}
zj`p4FyWKZsW6=>{Gbmxj&c%li^$xv}h|3n9BY~a4F5MAm3_YEplgn*SX(Fkjy9`sX
zFz|E(W62zbxB(39nHGi{E~JP&N?No8NgzZMF2r&REwJCPG04D!N0=Qi)*e5B(sAyi
zd-d&8^>y=H{QWTvo_u}#nM=nPQ_?va1x*`YKXJ`N3xk19Tw8<<0_2@OVLgwjLEbK7
zBJP!D`9w2Qix}0j)y*-|*R(fx>q-Zu2~tfS>&>ekH^imjnCMawLQX7{A>^+u2Nbux
z8OX(XMd?5G7`{eBfK>EP{~}^&>Wi9Xd`+Niw&!cM<J^wd4lOJdVv%p-9!Da?h5T`y
z0D84IaK(Mx^_)7&&FNQU(h_rE@O$a0&XbY(d!ebK=Db;OBj>-vB^DB-M=!_Aili<4
zwmSW@wsshe2lT6qvGb0Mr4<|nN_er+uDz4;)0-|Lu|h=!i!^N|BQV>_zkx~$u;1}2
zcd^KUA8&%GV4PN;pri6x<Ulx9LA4gEb?nEo?6|ymS=q~I=GQJCULh8CTDjgq5Te$;
z7C0tiBVYk@bO%9CE7mvz-#kexXJ{+^dz8$NTJ0dHVV1~XmJ!BK#i}~~fH-N-P}imq
zopZ+$=!*>-uooxDIar67`_JtiZO^KgJr9sZ3iL0^s$=hs!S30yA6bsG@*5k-9seJJ
z1rYgOK5?&<mJ1%)e|-Qg7hJ*R`h*$|&DKo*X4-p~D*Kj^JEsbl_IUTv_#y;xf)P%J
zawp;rNnwllMmUVC6MTyD_yMwdw#`DQfYe0=4^hy(J6GOTd<#)wK;#qeE)52GbC3VG
zNqrRhE}8xva0IS>7G}(t!Dk8n9nb62(h5dX{1%tCovAe^J-qxck|Cb)2<5kKs*UwU
zSkpwEaWnk{OOx1876Q{-s04AMt8)DM1-x~et=8=LC%?mYA>dBv%jkbOPRSu0VZJDD
zl#zN5MmJU=-(y5!aA2mD>1-KV$m7;ia0c3v@g}dLA;YkhT;{G9)eDKVFImK8nGu(@
zy_Ag(FWBqm1%=v8216WIK#ECC)jic{B4uHhyJ)#$Lf1r=klL#FzKBia$ZF?;{5ozS
z@sSqX+GNw$ygItKW03gnk6>)e#Ct(_Zk{4$Uiv{y#T}yxast+bIhz#-0D^8`uZSsr
zN(lO07P*O=BHSmqjn@UL+P@*u{Y`rZyy>_+S?0HI&<<3+w<_Ft6L{XOynRQ4Av#@H
zG1sd_^5e^}pI2>HDG9l9(h@om3sp+D6$cIBKI&O4ih~kkt{M?SicgA#Jtt$Iu1KVf
ztdxKxKFD5VR8OJLBF1gT)ewQS(w+lR8$$Y7a^A|wo|aW&5N}q7^(Br9A4RlJxzjg2
zKCk}BVhSD^l!O!k^(2xK{XdJWcO)>UQWs#zc4TTMM#@S!lUO2XhRaL*p|MK9V01te
zAm8J^oV}D)-3^PmV&dS5?cW$#$<%gEmJuhd$IABfh~ssRuKW|ktWfU6!*-1hFi0V9
z>zBQ#aw)M}K|EA7i;BA}RD1zQSur(u>EiT*Z^)=&n6K2TO{rdHLrpU4yxz7qo<C9+
z!W2ItO>?9$LnW7Zm(viYn%!g+1gqxrUfSKm@sFCe9G=4~6dK7V6YZ{(V|T60K`~yN
zUGKLR9nET7)|xS07wjRpewBh%{Sz64FeursUC1+p?s4zy?0vqsKH!WP+}^(xX9qah
zS1pUlZAD8E;$R~74j(wu{91z6tZ$7R8mBmS^9X<17hUs2X$kvkJXH3p_b9VM!-ar2
z%>RV?_#{Ow4G8wZ4IFgqj9w74ekBp`uhLyW4)y_XqJJUp!b%5VFR*@nwh?HSq4d@o
zH54OUf`yhB46-H(yd%^SR^?@ti7ly3f1+tw1n5l8#)}^){u3Y*P)<a|PXOG$^L81a
zT%<0>5??A=bvB`h4K%6hv0y1F8>4Df*2&o$1+BrWpAD&l6<)+7Xif^M0()H5DV)ta
z9D<vja5Hla&k~X`t6YuJ0$;P#5`B7$2?OekHm>GEug9yIMDlejl?Lr*KpxlH&{mrI
z$eHW7JASSgQ=Td3yVp0Mz*6D35mFwW4x?o{NL*LmC+_*4iY{(oXW>;KJZwz=oTbJM
za7@1{GZ^Iis*iyV&#=eVMmdjXhsKlK6OMI+J~d0X0pXBXsaD<+WakB@U)V#MPWrH1
zf|N{+I428D7biO1woB@!PA>!RDeS{O*Ww=E7vsZfzf}aiAKUq|Ak=xhaq6f1!ELaz
zSDEBL42r6O-|0l;xz5}raoXec#XM9$9|Zpa1lp{TTOV&M7G=~(Nx!7ScLEHXpqPAU
z^HaAMbQG1Z_?|?_;)LxYky&$@z*u)B!-+pV$!j+BVe6gFtXb-@r~CmT`_7w#DMA2x
z7o|i*ns(~Q!s5OSr6HA;95HPg1j_grA{i;4E^2Xi)|%(M@a~Z(6;jf49@2w~wak1E
z`t-!YGmAfCoM?be@{6VQxwSTt5&C~EI(m6}nCv~MI>u$rKugYo{aHe~ne0j%uU`T)
zkz82RVEc1i{4hXJ{D9b}<0H$xs6=xK1MsJx4uG`Ray5`J;NW;oMixb?t_w^Ufc^a8
zl(S~f?kvo{Q*pI<g#b?ke|U;WDn%B&lLka_Wl2bv<gq2uBLVIZno0j0nOd6pX(Q^I
z`4}ON!im?4m`wrMUa9zR0&|I86QYt%v%t~4QiVNJmdj=0J`o(}fxvl(Y)@U!Vea~~
z0BK4l6{o#T0BmRQk7~&9Tl$jp!nZC_eY42skwlV+;BmLZ56N+){UzQBP}<wx8K?kV
zKigJ9UsF!?XMrt|nixl4n(LRl>@i|u8q?NMTZIev3yd;PW3`pT;XzZAG2hfRz5`JZ
z^+)MTbzbuO^_uBr78;JXcB?ZfDQ`o^QsMA%=Xdodp%VY3SM#q(+ds8^GldV0Hq)Z&
z@+)4;s@19<t$QK|M$Qx}woGMLF|$^Izrm1;?P!1~*1j9GFY4K3U^i?DB#=xE@DgCT
z`-E@4;hW*z;iqfl>ac_x=&?`szfsgh*md~C{_ZDNMFtgak|s6W{@*cBnyt#o+r$Gz
zXf97&e>*JH64;M-hzds<BCb|VLP-_GF&YYt>?gVNr%!)d41UViaY}qL`FIFc6YsD7
z-!=t7MlNoJDIdh_i7un*T~Phn1|v(O2Socddau|Tf3Fll^E~*hP;}Eu^&xhdrikk|
z<(N%7(Ew5w*EPF_@#WjXC!dBi2V~hvL&+i(J>5E}(a-pO<m|&=C@Izt&k$y;U-JlF
z_Uj}D>R$vXIk)!-P!;rxvAJ9&lADH-71gsWW&<l{kodi#h>D9H@OrNE<(P^0i*kF7
z0PVb~>Q*@7$Kh#ec`hXTaZ=I{lt&xo4MNiE+@?=)Fdk+bKix~$x_{Wc0*l?0uF-rK
zj}EH>GXa4rp{`YPXBn&(?d=h3>-*;Bjo)#4uy%J<K>AgEaA0&pbW#Ii2OCbD;9-Hc
z^)U7V!*g`s9&fK_mW|>Bk81<}cLq~B5RjDvNY(d({z)ERI&NzAQKKDHS@!^cx4ShH
zvbl3z!91V>d$2oJR4s6>eG{wIe{XLR^^yJ6ERqs4N?<UOUPDLnMJV%2?HA*NQx)|E
z$2btubb^9xaQh`PV#a7unGSL6VtY#<iE%F3UsHgi$z+_6t?FliF$kT8i_Cf@v*-+;
zECC^G6`;gAye863s<Wy4HbjO{vHm8xo_o7H^hI&!-QA}CC1GzNM0{$4n_6y#Z;kt6
z*>rbai2OAvyVG!kw0N3$nIlh{hS6x5V?W+7>Y|3xiSx?y&;UU5WTk;@ggzV6N@r0a
zb`mVj8LNa<Up*p@-+o8rX_DTclf=(~!j5I-ctz7vT68*w2m6>~vqnHLVPQcc$wH18
zWrb}1Q|-f*d2(0<k{oxpb4_I#!e|97z9tEPweRneWq4<~Sj@}yl2w=>R=W~XP}JY2
zs<jA`H`n)Y1t&))<i2tCwD$rMSjZPM42TH}%)qUlcnt{jo%z|Z0hh){LYt~SP$Ram
z1#oIvnxV}QyP4Q28rFUg(>HcZqC(*V)MlVRz#k!U5Q02S2Uhf2uE;3-ws6^1u~EZg
z-}{~B9g#T&742=Z9Y%x*LQruxK}8nb?Xz3&Lc+-c-nCS+K_y^?8;#p#yFm%rA(M-w
z;v6U0NDErkR4U9R;4~bpJ<q63Rk1+QS)+ixJuXcW#;JEmsQdiKA3px3=4_TA%yb6K
zSdY1^yu$QG&y+37lkO{)*>@~fBY6B_4@3)8Y$@ELds3YEe2CoBd~d1h4v{b*429y!
z-8(`El#fY<%Eoc`dn9|A>H}{zM2D;S`*GZa?)dj>w-kI16$lHk2hARDXD)r2Hf9E)
zSU@HuR!TSQ*Kuw`H~znO@O6Xjzh~`243u?0cf$XdcE{qoadJ!lH&?N|VL)0Q)mvP7
zeX<QNWI9iGBtRMlJP;NBsj2O38qUhrSfAUsV=kc2$Wc<gcAep*QivnB&I+vZy4@mF
zhKksfzJUVcgzpCl?^P1x^G2QQB@>^LoMg8qAue*LNrf<~KU9nJ4<z0?9S`DiZk|U9
zx!JjK*n;bD?7h8zm1Eu81IHjW$NhI!Z;bKswh-%cscEssB6+yi7FX1MtLsgNGGIKp
z+1&xd18&PP6Mxyfw5wjl$w+5<DwJ!eO`@^S;z28)>Er-oVMtjbZ!UO8!cQV=LKFn`
zq%V^2AtWWWbw@WPrx*yLpcchQ1{pP03LFCC<PyIqQp$p7w5*Ymw!wp`s3~<6R3#~z
zLcwx6W@@>x1D{o5gcoYnS)=s6UUbEqxqF>i_pM9$8QL%UG-5H47B<oOK^3v$<y0gn
z{p#i9jV2uXC(Zh`>6%wu0Nyj_&OGsToQfiZAi>>g3FbmwFEM@Pw>EIN&`g7QGwwMk
zVm`Vs;M`R;a4`wh1<i1?Qq~fsHN`I6Iz;oP!*O;mB^O1!qs;v)nbl`Q?k^tF*se0K
zX;so-;E^#J9C8@TY9XkKbU7rX^9}N&ZiQ64o+Y8G<|BDJXZ_R|GH$nKsf5lL+qbhE
zylWi&`2L>TaaE8nj<zT*7)0Q_pizh8l^HeJ*BNvL)WJPGj*~#ZO~sM=X#n{(ZVCD?
zBRok_#j+0We`<3t*;dCx0lY}(qgNh{PVx7YG&qFE!;D%@*Dc-Nub<moC24ROpNu_%
zfjz)Zkcb@*RAi^us_N#;Bx@YFE`p07OhyAxi(@FAHqwB$R<f#c`}3244Mw)X{*(bF
z0?bw)9Wr-QlObi50<WhF<ZoB{{%wZ+7)XUGc+D>VIH;EJ!V${%t}{S){2FC>eGPZi
zo7X~}4x0Lhrv2yTmz2g{hBygJ7l;OBH7y+t4GmpQCv4@`T7{KFR8iS)V>$Qj3*@q<
zqThsnvX@)M#?&qB&B_CiNHQ6$8I0S5Za=cgEG`9A+*Bp@-xieIhL7Zl1-NRR`Tcdn
zA4&dGBN+hl^H8(<>REVml10Q0oR?jdY~yX}=ics!G?XwwCWBKJaBftmE3fE_Eqr9a
z`Gh(qp%a>MWxAbu$*LnVqw5{m?8iQ{KChs$`c$%6*{!^H*|cJD(4`Tq4iB5#vf6Cd
z`gTVkXLDKoL@wB1Zh&(McKTkxTx+ra=n{<^{(HJm^Ixe9i#T`=Tb#ORd!{xrYw8-=
z!sTr++#t3C6OWhOFRJqH_F9aYjXsx9j55Ti*1okBbFya_zxQuXL+r$16=)Jia%v_(
z`nx_>Q$u#&w^T%xp0O+WcV($q8u!h<(4Kv5v#)IAD12rcd@Evu)}%+qed|lfJ0HLp
zAcp<HBVn}pQ9j--H4}e$n^Pv5Q;ZvLveH(^D9n%F<bg}~tB$NIUr~RPs@AFRXrCc2
zEiJ7~Yfv5h1v(B#(UAgc5pz9|9Pv=a^vD8rp6Aoq+)-E8)OeOH?nBl-0@PUfV5=J|
z7muDZi8Xh#{+2yvIM5h!A|z5H;(d?>atn<XbGxl8URFf!0K6b$Ccf+UKNB8dKm{+N
zi%i%fFqC`*Ag+lAPsn93REVP{<R1}oD?<ekObsBfc3=5<7=gEo74*6<n&&z{zHy8t
ziylPdW$zOLRb?PTow3{y5s0Cw9`2$^^Ht1&zaw*1*CFV&{Mf1C9#!U?>u(!Db2|`B
zp+k($QGVcCL{<g;+nC-q@me65sv71rf!rK(d8DS-zFFvSvl_^2wiQ{Cu-+m9KBU6h
z_XL<(RrK#SweIL`#+>)=&-gb*#5}dT;*E1`>Ep>ql@KlN*Une>0q=i`##U8F2{KG~
z$qMSO^W<kI$>#XR2{|43D-xvG1)`-UK<Ox}sth@I>Og^uCk09)5;wQEVWUU@pZFyX
zWoKs*5F%1Ra*MJlU9gux(%SlYHQ|a2Q0ioWOM^zUkX{(v+l*kEPYvT*_$nJz2`z|U
z#M?C*&vJP$<DZ&lbZhs=s9EpZY&+=<i+3qc^)o`U<6_Do#HjwSfhUA{lk5~c5ATr=
zGA--G>CiLpt}f2wAL3pvIFx+@^h7K+nO6nGo!D6Z?1nvOiISS?nLLdMz))m{Jn#4+
zZUh3c*fg{9Xhs3mh>ls1_qw)A5k2i(Cg4nZUPM_%S>ZdP<sx={#pSHkeTr1KC)t9O
z4KK=z^~!sua$_az+*CKj_&?z|_<x0CLEe>LpcEjs*a7x0Hu3XtcY10nSvLV$6F*Ek
z68${DwNTj}0e4aFdut;dXKx8oh=(2c&|q9%(eWc`@@j4e7O%vu{(x9ePgH;Pq(uI1
zoHnb5^Q^56v^~bA$$*g&eEUIV9g5wY{jj?02<?Va{_;2C7QwovnH#LeIi7TNe6VeK
zfa@dS$J<EwR;0||NP$lQo^~&S;!>Va1-PcZh{D?_P`A#vGEpB+4L0U|4kuL9WpUzQ
z@j(3A?E{k({dklUAG14uI?<)R_vT}1sV$x(#B{8e_|fh;5Pbp5o!3Wyx@}v|s>@4w
zuB{ioC?Ctos6Is>pYM~vMoih^(t6sc`Q7SpOj+=-9(0YHZ|jUn$lrcCgqg@_F1~xc
z!Cf^RftDuCmGsIw25$ezu94~&kT>L8I{2$Tpq}ZbxG|pAkBvg4qq|=U=%~LbIT-Zk
zuYY@#_g0}Wr<fd^#{HTYGc8LQHl$Z`YSLuIad5y<_Y{xWGkLo{;s}yT4{B`%r->cK
zNflY0-xPod=p7U{v@7?=5^G>^F`_3zk|lQ{flWX&^DE7Vi;5%5=1<IR$EbC*XB9=8
zZUINPn2nk`_1PTuzms_A={exC`5jIxlT2UBpPB}KAbxCz2WtqSkC&PzOn%JFDTia|
z$HB}gHjai6kcC!F2oq_NI{|uR<^($OayDuRu_?{?iitne$TZ0e?1#e-7{4#zGK#4_
zbyC1wkanrnBvR|!;A;qwahtWibt(u~qmCw>*-RfotE%#3O%fIC?8U5|DB4vIRJ2WP
zD?unt%b~ztVfG<MUIhmdkkb2Kwpk_HSc$WU85X$95f|RRH&V{Q=xbV7P(Jeq8+XMk
zVr&y^1QLvi!0>7&rP>k;hEn7X=&G?gfM;P5KN!}vUeal5fuRiQGNC{Q|AoRf97REz
zzn~$=$;95~*Oi*n&=A?y%P5oE;ivaXlxI{zkB=?b3Or~}^Gy}26yS1E=6jO36+0j@
z*fQbUn6`31^=q-H-Z`z3^04*$R5e0t_x;0K3E9lX=9!YRPpmMHfkDdCg?^aC%C?e@
zQ|lg8k&tLl(HL%RpS4v+82z9|ZE7;Tt7Z+1M7+qWjI27aPQlDFQi!pACJV*~I>2n6
zOqwzJ;{kU3xKH~PmLP6H)n|_~Np%>;GVA8mRVXx2yFEOpBqHf570l8Y9kVp{fGC~+
zuue7R7{740R@XU|;Sq0ScZ37BAtwDeM@bPZg5rZuSz}w86j#6m2*X;{1H#>nSSfVd
z_^1)&wNn1xi}AOkoLO!Y8yJMl*WPGSiGwM92-fEQd<=xS9+!=16Ho6S1aRjVS@>|I
z?t#aND$hSa(C1vI2NR7Q(2v?YUzlV_4MY=Haksyb_Tp}qPSGaZ%f-yNndL1FoPT2(
zQHUGX-DP4a#>L1+BZ%vXmC$=3cJUaSVCA<>EqOX%&Iw8_GOqW6owO7%4yxl`i{SGI
z%5gN+a`~Ah+G~WElmsK@;o9T;O=2=va+V_u7lLB&#vuM*uiA+V!}W8709adzXtH{+
zBbw6y%xmKm?^9@Nd+nP&Zl0Z9#!+wj5H{oLL=YkCRZ2dBCM09}iuo6Ia1CjlMi|41
z)XW|1#T*!-5K!g6OyqF9IWQ)46_ZiviC-1wD=mCoCK@B==OjMp@c#Li1jY&ms!rhX
zMgcdyO3jU!b4HCfQr~x0zqN(bq0F4&j#vDEYER-(LsC0%eRU|HSGy_08XKF~Z(sL8
z(cqDoqb~Y->w1OMK{_z%ahPO)`FN_M;j4s*L1fMkY%t=U$Pc&E&&|IB@us8cI=7eR
z`mHig&%WwGtpkM8N{NRslBXSfzBPx&NilT3ZYP4eou@|$s{e*LRrV}}r4aKXf!ie-
z0G_p~```@CB!1b~ujcU)BlBkMg0H3Kz+Gf({e1~YjHE1lZkRwK{zJF$C-w|jOeoHW
z*2~h{PEQ0LLd;gIxNE3YqyVEdEW^nRlfsLWodDuppbT|O^oWV3=51c8mk;)VKquhG
zc6{IE7W7w;vC5X^^$i|&!26YK1f$ptxu$Dl+Th@yOf~h?ljB&orn;K8dL~W+NCS{X
zE`uN^%&t!>nkrbXV1Q7fh?)elnm6$^X1bOT98IJN?%y6HKpc@29}8QuNg=)Oo}Q^o
zT|B()LfO%;05ucBhQ@1BqNGK6=3h1T5OLWiD!);~E<k_?i);VaR*60a8M%DI%~l|E
ze|du*hdS{UB5Kdq*jk@?$6~)%hrW9(wu2cP2;i{mw>9<`v&V~|)W>A~r8(#_ImbG0
zktQyF%fCTiV*V{zl}+ZJg#f?ueM@^;^v=@lrTa+tY^Ck{kh^)_IR&}K#Z!9QJp$__
z5smOLEw-?nd;41T%(LA<Ue_CzAl+~SK7A>_-IhG3U^$Ma%jDd5Ok!!yBm}5Gs!fri
zEld<lOLrVT{>t$+W;p&#@xtE0?KyBuFx3mFESlICPVn-pP&HZnCzjjJ391D*>E&Xm
z^*nUlv?R9MDd{Y_j|z04oujznf`GgwOled~m4hLt_=`@APoZw|a8t*5k9V-g<M|j*
zUfQT@5qE`!UTexvYm$46-9Hx=y8An#zF7)n!aE!5GQx+q?AfWNX9+q#o!Fk-7Hl0(
z0+dOL`<#g-Y>r&lnHVo6)r2$F8(0kN+YNv2pg{M;K?tDU*#mY90lf&ybJ(t_knav3
zf3OJec~hSjL>r71iCCF0H$}+m2_xqSErT!z;VabhE@%KEYn(A3Ckbn(OAKK02oZI>
zFI|Fj^CuS*(vuBB1a&}=j~|&UO@zh9+Ux0j+@&<b_YI0~Ft#xoNnsF<9Ku!Nz>peO
z5W=+P#uC--!&lC@r{%~K3q;&^`Twef`Ce|#KpZ+Z2$h*Tm_2js(V5x4n)7n;sOofL
z6GjX9n?3(G?fwD19rM~+bsZofP#}LDknq`5q7R`obPu@H{B67Mhr@2j`>@AOp3VoC
zX1u3G?S_fa+xrQb<&(iwg=DENem_qe<(jrXd7T}+rSosm56h}bK6Pl|Jz97??Mk4P
zl9Y4X-$+lsZ@24GdJR&Mj(|`h!+H_zUp=9tG26k<5p@F8vez1f=*C(LtI(c$2X+QK
z@L!h_WtCvDgsgBSvC!DDjnNV^I$GwUMGi=G<yoM1i6b@VQMl^r{suyUG%4fe*HhF<
z^&Ho1u>S@&rQY%No)0avUdn_4)<mfp0i>px{a*bk9K9*T@ytx!m6X1#E@`_w*i=-3
zjEC!lhK>(Uk8N~0)P8HgEJN|*A>En-Omsl7XaDb+GCKk!?-dGO7`QkZa*M_JEbbg3
z91&T5k^1scVrl}1_2`Oa=ukKUK*<wk9Dga-hI<s_GlPR<J4#LEeL8gGgrJ9uFq~Hg
zFzH`Y&$JSxyE4MSWM%T>%Eb!8L}RjraedW87Gn|q*5-qwS)7N?3QgyIuS^8~AUS~W
z&o_jC%W~W){5cgT)U7fmnf^Q2V2Z5Jy86qFjg7mzyPWTj;}Uhqt_`85|A?Vr1HY}9
z!3}tcxetFz#Cd~p=5ka4gdC0&_l1SUp=t<_=wW5n*gViUF+pd6EbK6#DxoB1Y@jG5
zI;G}c{cMD1Z{-_#^1h+5P>cNv`QrhVS1a9hJXfks=qJ*YAT=VS!r0w~+9Zb_C?qUw
z=Px37N6yO@#2SR`3Rc!vFf*-U4Twt0BFQ(8g&G+d8O)${%~0G^Z>R-X&FMta(jBiA
z7ro#+K%3x+$=G3pa@19Mgt?_+0sJFGfs%4S->lD7e+>}*MKf!GYM5PqZ@Iq+%RBij
z_uFKI@D`z=V){7bN+475A#1R*w^D}fkO~r5t_$78elz2SfRN>o_W-{J=yo3nKBeV4
z3Ij`#)!&gdR?*@DQ_F+HR=CEp+zHWzZ4Bee_Ka(Al%ftsrBZ1}$kqD_qsaB2g59Rb
zCZ}}af@JlrFAqvaK#@EN9_`It0M##m{Lp&V*d{R3H8j;zt&9N?^&qdfUDzckh4+%<
z;qjrcu_FBof@}>f4^Z<jsqTtE$ppy2>ogO0luZuqZf<rRpzL|7$9V)qFG`WkwPw1Y
z0TmoitlC2DFU9|&dDYa+VFhGpYsq@<5?-g6aGYY0iINRO(efMt>o7kb8IwCu&yqzL
zFtEAxliC=anhbNeFn%p$glu=pIZt*@708wH12*As;gD}BDS;DJ(O7?B0O8PJ>Jhig
z2QWWm*{?K%u#ZHcPLu-i_4Ju5C9YJ05V3TF61Qff+f2kKKW=X4s&*}x_h%b$U@Wzk
zIyx8`mp4i4_%*^mB!F~ex^mT9b|*Iy_kUUqD(q8(x@fV=eX8eyV7XRR4fTi_$kNFL
zH&#vZW!OT)ycp0UtKi!+?_7XS$E51lB*>J|26`RD+CB;Sw(I;M>u5vzw2_etYON)X
zb$ziCP~e={Z0{f~ZY5LqoR=<L`;b0XNgo?f(LD#7C<<vJ_-#-u%|-;aw-zocJ)*;z
ztB>2}&9&<1;l>Alg49+LmxXNYi8jj>h8DXw1H5c!^9)3tJ@OHnswvM1f7iaHZQLG*
zi7-sDg?$m1Y{JnqxbG-}kVp6G4#i%+A3~AE9NgQ}Y@iRA=g@-LSN)m?a!uI}VNOT^
zvSxssc<+rq_jQZy)4@*_Kq9kKj(*@gVG|3e7=is=7o1V1wYfJBj%zrx*zijm`>qC9
zka19Hk*s+m!x%owWg3Zyq?%^IAUAko8hsc|!;GH_a>61cF5jg2=WVu>d)ZcAj1q?b
zZ;bZC|4X>5cl3JQRIKPHgV!Oye-sIpo%DJhq0f)AKE;8iD*GdaHKbY9w*Z*Q!f0m-
z+N?(4yZKO+i69aM(pcJX<gQoqtc!N;IV2`BMx(l=*VOC<OX?g#J<q5KuHkrv&7A+#
zoewf8@0Hf{3xzl!_U{gi3f2<-mB&{hG)FzVkZh__`m>m{EkNkioJGCr)83t*KdMbQ
z*}1_Leyb(t`aSQNt@3aC4)WSzxRiE7RthyI#crh+4cR~b@VF6^Sst!Tp*dpK8kOc7
zYuTc(!rMu5m`GOR3X$K$NlV&(_}b`N+L;*{IXM~gIIgyCNY%7lOXv+L1o&s>u4X6M
zNHFVN)vnjrlQc9FlT%X@6wWtFnt@1D({$AFn_DR}Bj~l6ha_`Fhv1kG9TIuKG}Lso
zd{$l!J!4dr!@ucHv<tP1%l@@T+3$=;#DvkGkKfb3t*Uuyj)An_&<X$lqiC(!3-kwp
zP}N<~bEmpfbYJFp&X}@-On#w5iS2e%1mU|=QefcVSCs$J_S-<!V3Cn0sQkwNXXqEO
z89SC-x55p6p^*#hw-OX~v4rSc1salrzsn-!V}y56i>7ont4$5%z*1YD3O$@&U{)y`
zxqaGX9qo15gK?rUVQM!`8a}D0kkJKlMS?b9GEB}q#3zXliJ6q6n0E$$%_>U$8yj!2
z441+>g+J|J45lD`2!>y8dq%-}?jST(vbQg$5~m(E-OC_^Z6Z}cMHttF-|qQ^wV70r
z*uJU~S(lyU&kM37w(aJ0yBVYK6GI(=qQExHg#d#iowS*m$W*v!8?v;{V`n4OnnTgg
zu%hq#U%554{RxF=TxeGYFFU^ByREYqlg7m`5_>VKd$8iq=Hr#iWO5XFH7fk<Ip4Ui
zT{96Qyu`Ak4Xq@`ND4%iYOJhSOrW?CgO=?EH#;g{{QxVTS~owGD}l&_%+N}!tyABd
ziJ@upYa+TV5o~Y0Eyvw7bK3@G-^GHp8JzDON|l&KYc6!tWXpI7r#B;C3^!u~1uvKB
zC_lfeUjExE4a+bv{pcM*5NXIVLUF<pIj1f4Nd<&c_#nJLf}VGsxZKmhE<+>_hp^UU
z2V2L5%)uHzxItM(t)C4D*%x1$`Y3=b|F6?fi)uZuoI9!pI_N9o?GA*re;{#!W*LHE
ziBp0|DWxexFs71ric|3Fenk{zI0FSWI7>^Im$_<|Z*mmKtI9vgYwro+FM|dO<k^;E
ziyV$RaB624YkecB%tBupNMgd2y3x@(ap@*;$>!1NY1C%s2l(b~x0w~rOcD|F*_R6G
zCplQAt7C9?{LX`qEnpk|riqjzD~DCiGQ&b*(wh?_8wXe$<;Otfq|poPBs0jL2BcVI
zcbC)F3C;jw{u|jpAF(J{f*~nl-9M!!q!ZU0(QUs!M*W7#(4|cP-^uc~W2};G#cK@S
z;Cu!}w{by9iSYwp(lSF4OBX@Am8YF^6Qh2mq*Y0tGJ3)Rm4xs4kdg+8@ZyBSxU^~}
zS|(J@(_=VCuHkG?ebgyuh9%{O?fJON{|{N;7-d<vWSh>cv~5?~wkvJhwr$(CZQHgh
zZQFeLb>AM{_r8B;|2%8NjvZ^pgaC>TA6t?p!gZt1I?4>W$T2co<SGht>(WMn(X!U=
zmU9ILAVr_bsgQb6n#!bwUy#bZQlB^zs%=cBbvwKmvshIxT=zd5s(<Ttk7}q>)_X?3
zp01zo?IK`h+J=mt=h(^5a-_^LH)m#|9cKe-{vI5eGoADvS}+QGRE=)5Vcsd2PODXJ
zY~#cj9V#_Uh_ZE0-zFv4KIW?gI8)c&&6{HL2H`l8XyYNye?7@GdSE|Ki4)9_G}e0`
z1NAdvxwSWDbeeK3)KRxYrbLy+&)9=@jyncIP1aN`#9p!<HkQ`$AFmA9lCtGhJZ@>D
zxsv4io}MK4|GBNxvv0uuWHSdfthY#I7|NdcWxXfVY!8GrJ41W5mukTcI5^Ri{paCa
zQ#F3hDQ4xpcIT;tkK_TUTH-KQs&xCSw4HJKii}NAn$R(YGjsOE+;w-m+x9f4x+Q(M
z%&h}n>N0B(j)qAdI9FMB;fJOZXBC8qg&m38Psfr$7^j415?1SCt!)tqcRy|yl3QqP
z`^!ZiZ9Y{J(LXlc+L}cz?SSR7mCLHwv<4-elW2L=`N3G}sg8Z`0N|K0?*<=k(kj~$
zZRMOeu5&%(Ao<o2cVK_J=40Tg1TG4}+xgUnDY7ZtJvb*#tOtn`5zeRl^VH(FcUWjf
zzP<R3!5-AU1JBe))m3`P_^&Cm7;*0A>`IoOXD=l4tf>t|QAlB{&N%4tOFw)|A+i^-
zfb~KZJuJOgNrO^R4AROlupnZ|nPC%yK%7Ke|M^sv@k4&rKwJ6ymD<=l(z_-FIF&=V
zPE>pss`|@4oW8dHD83hm!PFa$y$dII*Qr2mHdu<gTcm$Bvt@oo369c}V+&pOHgNa$
z0uB}Onr9Ta+~$cpUC>WbgA1*E(&H4=>r4V>UVO$s#G3!8IRa3gozBX;36lXFS`OD?
zr{h|iRYRk-wZ92Bg4AZ``vr5x5`SA!BO?pn-F575SUz)D+=c{d=OCYMpQcYJp_{*|
zf}V>EmTyUj)RjmVDil$5W`l?*MbF&i1^c(vN*JCEtl2SM?AuV1HbB0W&5@|NDdCkY
zE@%f9Vbw+E`x>Z*O)utKso_hkfxNTq{wkH}`DZ7f9)7jYb|Yn6=H$$bP8b~3#j8~+
zqEZG8iR;$o-{1M)-EFQ}>O;E<EO0;(#mQ?&MtS&l6mWKMiDn2f#f}u?<EaF-9^k$X
ziJDZhK_dRV_j_8Ihr@WNt=&q7M#`o>@n}G4)A<_F7;QCcBN^%;s>vG;ROhv$6rgXe
z%=K3}m9OLoBtI5&QF&Ko3sR_nk1Q>!ZqpaYK8n|mO**YJ%-lEC@L~r%&y(FvmNOA9
z!iucz$HHHF4aifb7w2hcknv*S_NEU2rT)YJkZAsGT7Anlh3^Siv8AkNUr5tIpGm&C
zYgco#w?)4_N?Z^WTv`=84@^!Kvu>8;Dh)%SW^i!_Q&F{Y=vBi{vrLg{Z0vhC%&u`!
z-VAW2s!|hX!H_Grmkav?9a4+K8Nulo?L7IWlX~0tVqetkC`X*{0LrH)^d*8JEz0D`
zC4rG~Hj#>AOGCwcQ|1QovSePp=T2wPbRklPOjT)$Ev>8VjTn*Cu^u<9A9Qrc9v>_8
zOh??_0v+6snNUwTKKy4;$J|5uL|CTlB%f&^AEj32wqJ*`nYbq!V&kL}aW<e;3A$~0
z1Dv9cX2;K9^nC8p5V0+`!nSnf#5yJulk%@sBQ_+0H>5v`^<G`&&3w0xr9(N0FqxWK
z!r$ilH%t)_y=G>K8WZgaIAK0QgKe{B;VheFNLk`~{#_ppC011Shr|Lgq2q?i-0l`F
zhSB{|bCLw7cmz@0?If*(G38Oj=Bq0-8Em)vDb^TI*V8?_g_SMO%PGN<DjF}-cAxKz
z_h`-frh<^%?YB_06NbjR{Jg?!3`%4Gmr?kDotogg>UHI%-*GWyy@wz+2{^mu3gz2v
zX&<tpp5`bmBaY#F9_$J%9LL0}0mMh-<SZgA#p7HJC}QS#_*Y<Wh|ZccJ>A~Si*$}%
zg=J$=GvG#|!)FlrVdMyIZqBRJP%K}}iy?2!ms<W-pj0Gbs$E#34S%>o5<;)1&Q;jg
zYEW|Cz2@t-jnn}mJL8=%bP}Zb_mF9UmIsq*^Y16PUO@BufjDVKxEd^VBq>b=ztA_G
zDR3@@EoX$c+&u1^)arAlosUEd`B7_!Dlr0v0(5<pe~hwx?>hOA-8LrsrHFHeDW_q=
zZsXy%Ydry2_tY_w>E-B=4YHU630<k0iy4J*vM^AMl|SZAVXXmB@oWW7o}A$$Mtc83
zCq_^2TS-p{yFLhFmGZO{(hC?lEt0nU$qZ@kXJ#xaiQ%&pa5R1HUQC)!l+0g^;5Y_d
z%hE({M2L3PBjX7boo{>zpH{9WgzpsN>0tUjY`~m8pXO>QRN0YKl$I?P<7kJ3wnwb5
zad&2F<)+sem<JJ!-goX7M<eA#=RYqzbn4n;rhiDP9+4n4=F9aP_e;owZnnueW7XC1
zAv(rEv{Qk&zDia<AYe`qeb`umIRDf1o`%XQWizJB5@+&2$S_wH|94W=fxdGzENY0h
z$JE1Y*u4rhY+80p6KBWw;XZ0fOb%Q3wT=##m67Q4Gg->B0L<AT6cOz$7V_T~WiZXP
zwn07J1E&=#y}3?tp~R?UFz2B~i7_2AgLz4_Z$_ksvS?*3z#hmXmW7)UG!+{EO_!w~
z)zVDir4{`8K+qJ}1f|q4-5d7H5G^lWaES(WJ~O0M5Cjji%x~ZTgqn&lv{OP8T1hgX
zX(E$WxtgJ`-B+l0@5}b@?fB=<L(l~@O`VsFlZ6maQ-^DdAkZAg+a5d$|CMnvVI28~
ziU}iB_v0q<YkhiI{F{84I`eDC&W^5|ZYTf4yGZ20{m;05zc@f#(y$JIFe+$3oKBoU
zEOfkUDv>tOfO|@rVS<J56-G|RwJ~9_S?-v<NI}9DCs+GIVDjNbg%3lcA5hiJ7{0aB
z!_zx|b@-wazVP-Jg82xC78eIkAP0x;7Hbc~-z>1STNLhuePHtD7Xslx7ya(=GZ_@C
z;gv_|3Av4@mKw_ZOhKopEeW^`6lmI$?3HnOO4(6@mSVrTIUa=B!LLART{2Hp8}MJ?
z!C>OPNxkG2-qoUkzMz<7;B1~;r2dj@^MQMHufkeY)Gqv84wZRjYqva#F9q#?gsTQ3
z{l-qcE7w}5Pk$B?9}ULF|5{1NYPu3SaxThaP3A|l_}Mr<N>^^civ4FxdFMw})%@is
zJA?%KF48I*PLQQgV7za2eB}6cLLcEU;`5mySR$pvX?J)AUen|GGKIFqVRk#+(`}0=
zM*Pw)(y;NSA%Ymvt<OKCG;7@OYzEx_A>FfhbPG61pI4?Oh`c>f0-EK*)GaZb>7J}q
zLxHORnmq++xQWhuL_{>smw2BzKJFeSB=NKoM_`>~tgOU&>)QSL$}S=p;^(hh=~Pt<
zktyZqC^GI3<Q*g?bDTB<Mh(3PIX&?_HdErjR%=xwV?tMr(YM{TPT1=Ml4gvO`C&4%
z^0mCzv@QJAH>khO``&Zg6A+C@?$}7V<4Hq1NFV6hv*|}iT$P7Aq}R#1N|N*h6XUX>
zJ<|hR*UZUO=cG@9E|u0bAb&!ZElq+gz=1%VhG&oEpSn9bYlb@t6nH=qDI{H2$VmS3
zymxSNvY10k2$z;Mj@29Td?`jvB-rjNH&DjKp3P2BPv1}ppofcyUZT4uBf`HAzw!!i
zg8`Hx$UC9)<O@=b@Ghf<^OLfLFb>lGYAtVaO=2<yDT3xWZQ%x~r&8_-%ZlJZY}Csn
zib{{j9?ug1WA%%1++Q-0?VwmMD~M6}m3+SK#0&;zDRCMzJv)GXN-8>fhGwV9FxD^n
zkf!)|<hKK~Iq`z)(fEpsYO4mMy605iiK&9jwJIFvLDatwmk5_8NKp#-);Lp7Fwmi6
zwQvF+m%&N706~LLe#1ixqOdqktpc1Liw~o71!OZiMOt-i?gy(OB{Df3;srw^NI|!O
zDY-%_iU<ZMB$k%n+G+0|oLS7uINwq$M2^lpEf%`83*huFp*%IW!VF(bP5TKZL}m(I
z=-Phg%!vEE%=TmF0(#C)QDRidr4D|LT{r@S_2%XS;^H@VJIU4nG|TS4sG58k%F~qy
zVE#b($N!*9zLb!yX{JosSs7T#DJByW4rK=JO(MSDgKeb0@DALp=Pk;LeFS~>k5PMk
z2+p&<y>^>)ydU<y|J1V$KUY}od41b`xso`vbHDclhx6EkV%Qu5#1khu`~*<}3h`Kn
zHs6e2<F>>7xNi`-RXMx3PY6wb60>+L|Mq!Oc~RJTgMwcV8(0K3)pt{z^v}7vCG!7K
z&Y^>ILxg^w4G8KpTJM3riYKbdy@ut^L-j(HtV;PJVv4r8Ta2HL9%i11#k~r-T!#vY
z@GP*?*0#-`zyhKXB7oBLjlwfy7XpUC|6<ZU<ey$#S>G?q7Mom$d8_{=ex2c6SqeHB
zgcD=F={w!+AMG2Em?kmq?F1)MA?4LYDcTPFCI9b(L!fJ58w4a&xv<(}SD4dO9!b;V
z{9N+UyDz~@w34on)Qi)4p$WY78QK)JWhfGr-uW(n;~#0hKu51P*n!t2>H%laPU#jG
z6_kA!Q9tdJ001JzN<mw=TXN+KNAWL0j5M$a`~gG;r$>xRKI@s(xSW(-eOOIg%Q{e6
z(W*-~eyn^yU@TtHbl+QIWku5)h)e-e*TIpaLyQxWpdouww>~5VPAXfED3>QV$dbo~
znj0z|+HTuA{C#aS8C*Mlc?68l6(7^F4|00O&ar19j|>2aqO)O`+!#)npgsPV2v{_p
z`J{`omE^FblV>-D4#*-lt{fk9eh_(b>_0i~^+4~dG_<tbm?yC@GqkjlFj3M#4OEj-
zFyd|a#v@K!0D`}L>hx{4Mhxbew8^TG=13808`g7X3sOg2MrSFT-f0}4m9w!O!Ao<7
z*xf9SS3A=yLglG+2AOeOok+qW&n|E%*=roMLm?(7;V*P?XeObZob#=k6T5Pcel5@T
zf_GZ%mFE{aTgaf1g^2#wqAwE<?@TP0VD=reAW|l=Vk5^mTnyyth(i|^I}ndJE0hKG
z)J&nnMc9CIAMQWq=oh4^uG*LBE*ajkKQLA4nW?F?@s9%CDtckuDR8`>eE}#w7yh5X
zT>hJ@mhO&?96sbT*x2|7?cF7Y=0+KMC$rs<Uw1pkKpmS`u;X<0sJR$+zp0WpvPc?%
zJ?IdWo3eKt53aS<M{XG5o6BgREBVAO)4e=Lb9Tzj;9vM*>QF|QCrv=W0E%_IgMx1S
zL3nTn(EZ`S7D=8grL<p4@vlRB16DaLeDbE)X&~L%Hqr*V&+Z&cO$m<#>Sn%j6Y<r`
z1v^@E+r!Y534q>STH9)OVf$mtGgy_i5;lKuUgC+GcUAn%W9MjEYFgM8!WoDgq*v5H
zL)&fm7$Ce!*roi*_CJPIAh1OChSH5pMBw-3imxW4WI!8uy#S{Za<vygWmwNhazqG0
zIS@y3^Nd{&hTUizlCY`UYO1FuX#v`~9`@d+V*)<(6!;lRs+7A5B9Q<~IcJ1%NhDca
z`;++&+LYT;eyGMihC_>cck?+SeI>Zg=*qDWEMg~#x-g9q*MRrYc0p1oJh*!l97}8K
z3vJLRgn1}!IX<l0lYBJPp+dc)qy-LoZf2+szxZF8Lo@B9$wGTP>!II)dwaLKVYOM%
zQO#gQL^C8fJVr#@1h;-brQDmIs&cFdZ1-_FVt?M|aHAFgJ|44C=~6*rAX>6+0Gd;e
zqkaQSf2@8|b#WkmAA*B+DG?FAvQVNff^Mgl=LAtc*3W^3%a-dD$5DgwI9&`{^SNOd
zFZQB6Kvr+NhGz^S(3ed`Xit%kiHaYz$PA7FLNaY_wb{;ZTt=u&n1|W-mxk9bpbpCq
zL8c8L5Xd!1Xg?M}TWrTu=IUdN3V*+hlIcDjDly)P2<{mrD<>NB9d8QTvG9DiZVP(V
z%LMeRe&_d-gsuElhDIG_Ln9*vo0^L!9P5fj4g8(OrKIqTUQQ8{{SF2PO5uqj@5xVW
zAtU(C-Kief%O*|&k?w;RKtiUciBEZ2s6HU?P8`Ks5{SPtq;5i6YNX9YNx@FZSk|9G
z8+f%(w`W5EJC%U-Z<e6l8K}t`R4dTs5KXmbXUl3$*1046g7a$~{m~N7owzbiz8^Jg
z(+nYW6AYDT^wn8>m456ozT1%NJQ0P>zOX5{%X=zwJAfLFO)Qk6*d=VRZBCN<%WC7$
zFHjGDoJXGAf!Is8z?u>_QtghgA{{>s)?j}f!{!H2piErd(S3jqu3JM6+mWe$+ambc
zx6q>abv62xaG8qaR!ga4Qq$m;f(TTIDlfG>#q8l1+<!i8o^Bk$=JYf07ii*n?YvT3
z8H}w4YoYk5xFG3Nn$a|^PzhFGx|5+kVMg+4CQTuh#{UIxQQs<FUugm2Uz*BzWIwYc
z(}lXIA9dk^@Gaf6A#EEpH@n;kYb+#QJ;=N|w>ZCq@qnHu!eB{Do0U)~ltLLHn_D^N
z)qAhx#J)j2HD7A%x8J=@*U&Jcb_&YuUsqPMGbnhvaW<M(mPn2{K0ZD=N?H~S-%3V9
zJ32l_i}h(gbLHY?<>uyQtU1E+AD^Nv|IMh#yr>`%;o#tKCRI(vckCdttYQPh$vE3F
z?FJ~r=i_j{6Wg<1*V)+GX#V?WY^9!@&X*o_WNdDQt^h|;I(IVDvvzhihTZN{xePxF
zbI%yBXm?l9{(I!}|Gf!q_Ja(OLTs(lhC5p(J1G9V#trB+jpt+QF`7{$j%p@7(r>fV
z7ue|FU1Lpza?(;JN)vP#f6_HZ!m(@uegf?Q-{|Rh`@N*{->)bqp`7#=L!Xhu48=NF
z<<jrS%Vx>Q6kavjfljk5AVk`_Wi<clX}+^G^<jTJqw2fXawaPWoO(xh|E}xSj)bm~
z81=|1m5`8betaONj0<D>d~+J<d??>5thvh7^6Y8TQYAZbb5Qfo9}M4nQS`>#5;IpS
zl3d1?aFLmbvV%MHz2;htM7X@(8)QNIUABv%?KfgzPD2n3b)8l5A0-7pQ*)LPz{U(6
zH94%r>hB?DZA|q!nfB~$X8)Uf{II^Ls0f9Kd+Gfy4T)@~m0rHj9k51%l00@Crc9tw
z?_eu{HoqL108Dp5TE)9Agzscf@JV-&k|M0`eN-QZQJ+B&K*aqi*qB($J>dn&Qkk&0
z%|$}ky4)^{az{(MK`keD+PRlcQR8m=A(I?Yyq8Y5McW81Z3SnRdybW5Y@%=Ce3Djj
zy0t^y!|2G^U8AFf9E#r)$@8W$72TiHk<^lV!>YbMx0Vua6L=y#b$g{1q2@jRJX=%Q
z*{P{A=oo1n9L%h`BH%f<3qjlPTCAkQzF0zmdlF=BvV1*Bi{0%r;UD$H|5->teB};q
ze+C-uqCma^dQVBf)YqFBnt*C(LAF}Eoq$XYQF8RZ$Gdo1|A5I3FIqHcE@PHg9VJtk
z6-SX=FL&;0ByBGC>pVG5DNpkp2Tz+Shki>vt%rueipwrMFXk?kqVa=S2iLvEMVGGr
z9~uc9MMe}35z6?|_7)91JYJWBHfbTDh(xnGs|COUf$#<ZbaL8K&vd+YX;+BYcqU$x
z6f~(%a<-9=^zQD~q@RNB@%8W*kAO~QVPPDnf<#D6q^_c;{!IS-H-ib-5oi88x%zpM
zq+>U=cF%T>5QnT{B(k`kPhIzG>sz;jsV@8iJxrondCIya{~wYz=n$S9YkIzKaC`)2
zJh^Pi0&+GEQIPc%9_7Gmw?#HP!8>{VAyLxBHKX}!Tnv)Kt`E(T@FtSR@>&ap;{oLa
z*Hi4FI&O6n0eU4|;u3d6&+B8H;%A@!H;HbZ@m5Nb8?mDK#HmZYUYL+|sqzUD;Cap9
zUCVN=<kwVx@sG&gXX3k`rf*P4vD#tn_Ueis`g?*_-CYB(Is8|<=Q?HoTda|y{7s(<
z4H8Ejaiq{raXBE)oAfEd?(B-J+o;gu92Mt+dGVBjpHXs?S^Q9Up8hkswunFwgr+d@
zRDAi-QSYAqlB>N#pG7eGF^$B9qFMqbYZK7hKWI1%<oDn5_PWu$5^Q0@7sd%vlBH;4
zr_=nRp;w9KTBzh6-a**usVV4Z`@99M{`dufPHgOr0Qvd`gMbY)Snb=>wwqW`7dWp(
zJwu)vr4VLm>BJRvqem^BY@A)loWvig?~mLrr7zUbl~lGY>@UYJiZU-g4dY__W_?iq
za*gIIhe3_y!<sy}KlKFy{qiieOSEF|gN~y-ceni7ur%6rr>BvzrIQb;wAVX><UZh|
zkl}>xz$P5(nwdOTvvJoa5IsO%B=r&N&+SZ4=$AKfSWh(%NgY18b}!O#oHeot#B+WT
z8z(oyp-=T3uUj6<-nr$<<Yi%VSLuP?X4VBN$;BK$rh4PHrUmD%^$eTTk;l)a9R)U>
zOPd=&|2ZixgyUjc8gze~)L=96Hh<^7D!B@+8=8<&41}I|4hw1;^fwKPUCq)sKYtzX
zkO_F}`;*KcEa_ai*Q=g`@cuA+c+|rAs4t@bc7TbDzh7}eW(TcQIq3cI^E9Ufu_>3j
zgCuU;BK_vHk>e0DA}P8*5}KBD;c_HIxBRo>(Q6f(3R)Kv5*Ovi2*ur-gC8A17M<Nd
zI_*f-n`j|_knA<@*tsK~Hj$>+vx0Sx1E%@>h|*yKf$Rd{$u(+5!g+Rw;)5>f>B+DY
zqr$U3WBc6IER9=~S;lH%b?qQU!0}6%aJYs{m=Fv3t3}DlAWl$*JzVH!1l4j&-)sG0
zM~#zHBZ75m@<+gI)Yna~=APYpqmjd%!picM#G+ZrOjadF{iK!<^QvC-z%7qU7zxiH
zVj19w)*5Blln;<Tb0NHD8W*QWIse)Phx0PyPr3V5a6BDY-++ig<48%_?t#3n5-=NP
zC<@x9)9tx7q*K-~Dh+#UU)L`A93##=s}3en#|-`@%)G(ehO@d3RURwZU@EFZ=l1$C
z)F3MLoN>kLI)7I_RJWq-ae0Wg&1F)MkLYe#SjzUryP9m2EegIGy{)q50*;+9tj<$@
zv-Be4x9tzWU&-qzCK=;Y_ZV^+<OJrtQrd(h6P0qctd0nmL;tj?elB;|q^z5EC$^%F
z6oBy`UzHs=($&MQ;l0@z@B5>#l^<MZEcvR$^$akw_lfpkgtBnAg{^d`5~T)(!!g<B
z1cwke+HP`|+aKjT!&qDszfRd&n8c_>#HG}}a5tfBXPiTyW`+uZ_Vh30uT1lwG_!AU
z<gN#dPUyA@6NW9%t%G=#SiDQ$F`aD5QK_!G1)Z0YqhO6L)4POc&CU&(uhD~J6@Lc@
zg;Sf<)J~Jbb0g3h{9{!?JAqL~`}yzp$YC!;7rHtJXHvR>{)Z`r<>q4<Twd?J(HftI
z?<zDYenETp?Fq7~P(tSi+XD&)S=92~#%yXago9woq8yKOdsBi-SC8Zh95Os0&f;OP
zxhkA~M8=<_p98>a|3-d4Ye6)Gupct_aKXtL{19!G_0HHrka4kw=VodC=Fl8SyT-zc
z!K3vNXPYVt#1PHJ;NAoE4_e$RZ^i-Bgxq_MjZ->g00DLbkwLQA^n)S8Uu}fLanryo
z7w75vglq`O+qom#AV$~$5scmg$t?;qLb1kqVq*PT)=FT5i>NRaml^S=sIH`vPTnDz
znj{o=M^(<55a<aFQ)gl1+@Hpj3w}&Zj=1Uj3sM(+BrBA33Y%;}ERl+3>O9LcH$z>8
zG2|mOvgZo6S!L|0*B*csTLJ;dF4p*KsgA`-O3%nz4BOD}(QCBIlaH~SXzPQ<yW~GU
zskfPLqmLIF$CnqGnJ0dJEaN!tw-vaSEJCPY5fCpZ(W`~Re0NGIEn^f|;G(j&PcxjD
zBu$8oW!IZqU-frbcX6*Bp9L+VJM)<zN2`MYAuvi(FsvmI6n^*@gXjm*?<-{a*Kz82
zf4jshQL@EM<DE9P^*qcEo1e`l_tLWFp<35iuN8J`Q7GY;9QV__qStw2O349;;tG_n
zB1=nE4I2{8Kku;kPs5IQS#Bi<#fx4tK3;Sc?Qdv(K17g{<0c`78_CL9nB<w9I{mxK
znIKJb`eBfCU^HA@fEcNsx?Zx2UL$yY7WO{EbiO~PT(p0Fo)rmxzxA6jgb4}np+rO=
zUL}FcgadVmW9W5Owp-?0D@=~ogq$YJB3_N%EWp1+ay1P3JmFYnv4tmut|1sdkGjS{
z^a;D3Kj5!yT+r<k6qBc2>ZaoqZpuX%wk|?~!nHBOL`FY_0boCoInvZnDYp~lai~zG
zu<G5e!KI=}5KQ?`=F64Vl%V1))f?Znj~tT;`IUm6_LgEp@pz9~K~!d;1_MBD!S2CC
z#<-vs0D%Vh@{q@KV&6J(57__YV0Jx@EwF#7p{wdXzZ~SEKVq#gnz+(z!`kJkzV;qm
z901J1TWd4_jT*+&nPX(<i3QhnBDXcP104zt*{2dzT-k~>1fygL@S+%elSKZTnuXTS
zbsOJSHIP7r!w)_s$vq^oeUjdvV29p}Qe)z5T#p3hupK3;z1<Gyk<la>H`*)^1_LVs
zr-z;)6$f#vdOK;*R?9RM*%wCCteL2yp(3l2qpc(iTd4H+lU^FhC8I&d?swH;u}Dfx
zbCH|dk%XIH^q9bI$8iG|rg#jl%z3$<cOoYT{f6N#;dq_hWOY~Ez9)OdC1dB?=WWdm
zy`iYvHA3#{D3jfa)1E>=Adyb*CFUx^IKmC&EoB8h+}B!3nQDlJAHi6CpUJD7KMkM8
z3z<EGen8a>HlIwgj>fRD0dYL`(>q=la_~8KJw`07G_?0V>maGhT3T9Q3j16nMIJXZ
zM0WK|6ivX;9g!X2N3CFN=v2|dh>TAA%Whr4NOaE2%}3BeEZf^#M6pUJqO&tRfLsS>
z&j++_?6+Yj3uY%A;&yNs2Xf=JS-6@Ni@f$<L&Mq6&L4%}nybfoW%cIH^!OSF0%F`K
z;5`qhDHYKm8*OGzod2vA7j&E0jt?g!pP&<!OkPFVU0V`L;-}a+00oAc5Q)rfuv}Y-
zLR`pXr8r$xpNrTQ7$UtQrA)NBSBQCABDo`djA$SqA0!9>v0v!P=!Y3DmdrVlrEbX`
zn5;1I2NC28_QExj6d?*&WL3_{s8yCG3tNgA`UjvxoF{gFH!bbt4_-`ID4-BbBOCGq
zN%tD+eT33R)0NP1Xt=9Fr5%dN1VS3%2S@eQ>)&?#Nd={^wGlPPz?hfGtzJe>rbA>O
zil5Gny^lyJC{Pd)@){{_me~3crTkwo11N?VjfGRm%pa7Or5`r!#et%}QgUM*^0r}A
z)Vr#`w7ASgHE#tSL+akSu~sk9c_U);c=ZEd5$_&YY3+CX41pXPuHx;jX)9$3RYn}i
zDaX6=`pw{nD&+{h3W6BI_)oN=U~`S7kkB@f)AipE<r3sw9c?9d3&X#6VxKz&qwB_5
zL_SYx{7O?A1X0&(EDj#S7dc@b5VuP7JC$)+JMZ&0RB=y4oM$^RJ_w2a=RypYK1O%d
zDpZDKZ`p2FKB`3q<w)=3z6p*a+Zmnb5$6($5B!C>AagY$Ko>Q-#J2ZBRkf<Rj9?iS
zX5_M_lOTvDr6jaot_M@B+g$eZ@=50xm2;rpkj`q`LEZ39S3_4Z-g5_UwEQMMyq3>U
z%_H5n4^Xnb(@RU!PvvViQgg~gPfsjrYaCc>ZD|^0?u0RqF0PR9fR&|AjKFqprvhVY
z4J`}@6Wh=`_H1qd5()aFikz```ajwcHCTT%HnCH(f<|Dm_!W%^*h&An5kiWvuxC{)
zpEE#2z$}Prasn5VGr77@Cplk5>JvU<eYIPZ*q?0_{bVlG%*YnZl+j_w8f0-)z8zG{
z-t_Gu+5SJ6H9H{!mICJq8t>6-$kf(2miCtjEXghXzJaPI1FSo|zOJhow}L7zN<-{#
zOlP5+K}I%#-|atcXFs*@f7w!gBS>6)4f&nZy?UoW^ldk_{k{Z-00bqVFyvhBFnLI3
z)G&w76Ik`zZ8R3pJ(;s?%gJ~L8R_P@iqE%~SS&v0Bp!6zY3_S%-$_rmgNpNRHJGo8
zTKOveLQ-S`mm3ybf9(3_qPsbCc0A>lTe>nuefjmzmsm(<(O;9ezJ!(YjHK&?mCM|W
z*G?nv7EbdOPEl^WIRqU^3$X8IjG$-_P_>M2dG!lEC0M`onVc`xY*#nJ9NtT~#UFyn
zH($t#8bIYM9sJQlg~~_5barBr(BuG=GllFM_PqLhKyYSy4p5T-i+;9_ArKs}b4ZUB
zLZcogr`VA&5k?6~zrufIOhRX5VqY>eYim<1)1~H9N;NQHA{>EyhCF|dJ^bX`wUBXp
z6a8Yp@fxp?JNn1Nfn8l6ak+3Qj~82j7|5emRMbLo`?N%ZEQv4+g7juz>!BoV@9v3e
z-Vp?{%`XrGksfR#7b@^R>9DBi@GvMXZ+d$7M+5~xEB-4pQ8_-eTRm4nHg+^YZZ<p6
zg<^vQB5TyE)}14s=Mm)E>U54T#1mW1B(7Z{9->rE>@BMgQrQm9o`Rk(#inFr!~~EQ
z)r3qmL(O_se)5oLJT`y_M9RiadTX7XrKb=8=8yv4Xk1T3*e_#^vy!$>k|Zow?InWj
z)<0&X(5!R%Z+mfVCmk~rM_A>|Q88H2s2EkXiA`I$EV2K#m&-`UzixFmvHooRWqmYX
zV{PP_?y?Mnpusth>4oxtw1leyBk{`}HQU5ymkVaYBt4f$_lb`dA2+gc&@m_{#-tCo
z0dnFpno#Kf_#b%}Vx+ye*2*)0g@L=gIUp|Fm4o5ommogG!%6j_gI#=^c9M6GNC-T*
z4djEKh`O@!2HX1aR)&LE))AVghvuo*LD3wcW{**Q<2RjU4T3ei9C^`K)rgEOzr7hq
zW|(PC><$h;%bNqL0?1b%-G*vM%J5;|OeKvy8(VxOMGe=y8Yh7mfdJxiAg!gHo^n7}
z*DowAETsaE8||=YaAfeOLCbR?=zsX)K9rKbG4s|7ats5CQR<x^{(*xjBKdt$X(_LO
zk^=oj@bt@1djl$BSJ)9PE9Hgh=x`9JN5AJA&T2(Foa3oNAR<Six@R-)6euG~w<`We
zzggPKi75W+a{s;OYs<mU(bLGq>D#%oZ;PrbR1IU>s;CPIWj~XOvGg?>UN&@C#2dAD
zg;Eg@VeMI@B_T{mDPhHLjKB3PHAOo)%HQCN;Z@}c<q4>bwI|o>zeZq)dMFQW-wlhX
zrYVG6%gg_9xEHTa!>ua-X7o6H=zWU;Pz`vH(EU+L1oQY}Sd?P~8+JAJT0{o*IW)>G
z#L^MTx6fskpgrjUN+ZlfnF~x?TU);fifSE#0o(u;(}OL=2I5WVq;s0yKQGw04ti%+
z%dU|g7r+C-=t@NUKqK=*c;G|_$qD*zMjV2xBA|OA80RWDnMj8Qhp5r;@u6@^60p;v
z9isjCIURbO;tI2bc@TDVE$Bd;eH~kMF@k6qO!vx@XC}OlSIoeWdPxqhgOw7-fFG@x
z*(p%cAmb6j*rwXepJ(Lc0SNvz!1AbqKTf@{79`QkN#LdI@vF9kRfxSHu_jAHeNeKy
zu&iP-eayj)S|Z+%=j34T#wR2pQ{8;dZ@zi+h=?cM-C%M4j&nmn)1d%GzZQW62()G;
z=e@jgRm}qmn|zQpk8d(4hzmape#0Q1sATKCdxf96{Glj$Br6jIzFXLhuL=pt%38`>
zfg>1k5f#mHPjjNWdn&7UBK%Dl2YkdY4oqS(bR{#pYj2azu6dSC^d3qMcIR3Se2g4h
zH1&gg$HpPoj}kf(mNONf_Hr$&IIjFW%z~|o)7Ns>Pfkwm(%SR#b4!QPqq#1or8$9h
z^P;qMB!#K7Y9`%Zrl!`q)JvyOR82q380j$qZg)XiV7r1pieiEpqD{n=1O50_T%IK^
ztHt^?g>~}E!m!B#%2f6y{J}lij85m87-W5%XAUaTp6w@(X$hd{UaXsU{o8S$MTqdD
zPL$0P1Homz0X8sCoiJ(-Pyt}b05h4~NXLv6l4tWr&XCn}&<oYj2fGx9Ap05DVu4fE
z*Z=ml88}*62cQEjDV&k~(CjQwhMrwtty2VtCw_Go5r%HmEs4!Da1C6w0w3w=3W7cW
zs>iS{7u~5M`JPaE`u_gHuY#oNhOR-3QixrrZ{#=goKc3WNx{(GqV6(ZHS<EU8&o!f
zfhdR3z{8UYq&wP}i^IhU`WUa#T9Dh=%Em?5RnT1be(&!7Yo_t-b-fp#ktRL3rB<6|
z!xa%$LpSIx;C)+NJ=-m%u5RrhD(t24I^}nMIJ0hU9l>*3l_He#1F9b#{qcVq7pGl7
z7P644fm)JHKH5pusYq$^Q<o^<mY=+Xe7toP+pUXsY3*#K<K^w~&FoO&Oh%I%6K;wJ
zJFbUT5LIxi6ag~j*A-s8Q~q&4!GTffYM%bhm7SB3ot>SgatB=&q?J=B7WmIWGvQ)L
zPtrYScJ6d~LJ&fy^it!HAvk9d4~@*lp~}j~_m5g6kEIKqMuJIF0};#5If-r;ER250
zh!}U(&p)v#SK7S!o&Lha+bb`j2^zACs`|*t2@T=dL>B&Y-Zc}{^&Fqh*(D*Q>jrA9
zqU%r;1M3~@`Lo*`^(_hO9;!RMTi^_Srjn}k*oz#N_L6wBysK;V&Vayf&j1Q>^yJ80
zp9Ms)7z2`m#0TDsD;0Zt#CPWd;3f`4MYBmrIi{rQaJW_&c%J<0Qj(WS#>wf2f|r~E
z^!){Y_V5pJwIt=MdgM^nQUIN2`fmE~Y;>m;JPVi`-IvlVT$j>ju_s1$oh;<AK&9)0
z19$a=t8o`FEnkUdnP;tF=?1oILDsjd!`eyfGoM$u5IJI=n9w_5A99~{SJN*P!q!Ah
zHNeKXQ3<`3F-)~9n^$|oDx>ZcGeDl`EsPWSE)Wdp-h{cE1&5`ISL!Tbf~Rw&pJJ@K
z!>7E2n|r|q$K`FU=V@ze$hF{G{03MZw4Hszf;%D^U{rD;1u&c^VI?Zh(1Z$_-6Tl{
zXoS<S@@%pT2fRk)L#*AL*Cy1!<&E->`<sI)L&D1zyn{!0ky4R?$3lxH@S9)fAj@?H
z2v6N8E6eQn@Ad88Xun$}n<UxX{b_XVXLt3Ff{O1_J7CFZD91gh8)x-Z6#Gf2n!90~
z%PVKiX+~6ul;T2brk0KN-A4+LWzMakpLD1MFlROJ$$bKvUH1%vmG{0Q0bG!z<)$C<
ztSqrWT<GvXC<*eIVU^QT?qlqM%A(sZkkl=~{i-J6wh|j>Czve(zlUJ@8QCnO8}M`A
z&vVQe#k0j!6xAggt$iYvqeNxd9b$4vTAD`+1h<rMzJ*;m%_A!E`olBZUm;%Auw+cu
znF!f-P(QAyfLXc&G<W{9ZJo$#Bf}AU9&HD37Ky@Ni$M3vw;J2{afAAh2%Drz>alvB
z!6KtEmUWWHmvSb?$*nlbd`C}P1q(CVFFT?!)2WggUxptKI-Yv32^x4^5Tx3!RjA&Z
zR*^!wHBNWom$QvD?9t-|%DN^sKWx?i`k&s!K@dS0xIA2PPYynp3fk!VISM#(>gftm
zn!=8_wN=SPG9>BC&#<SSrkK+p9aOw}YO)*)=w%rc1rDHu@dcwf`wf2rpy8BN&;LH1
zVF-roUiBs%YDTAr6X!iXX^TJ`9DND4m7c#_pF`2M@`LqNaMrD56vGe%ga-hxnj$c^
zv%k#VRK<Hf4(|w-zML%Hf7N^le`b)X)nq8*e#`axu*P}4curdI0wq*k#mHHJgc-6l
zA>dqY3{EGrmCY$o=34xCQ2j_g2@&oTem8e^w$UBUlZfKsJxico4N)^}h(su;)JPFV
z$(!-T6%*M4BOJ=MvC_VtmSy2~KC6Y6LJrG{r5USzB}tFdkvar`sUKYX(w|DS`9H^7
zz(hQAUY+q9BdtXcx3`U;`+348`?V5$CBY1P%G@xpYzS!hjaHXVYm+;Zn>kUP+fwxG
z5}(<jZW3xs=WCbTS&!7yjLbWSAclF_1z72!WT}W#%6`u3wTiN?Y8zO<%C^oDVHo<Z
z4mMVmfb-Cz@#hU++8s>GMi{yp>R(-D)kP<3zlQ3!IOL~N=J0wi5+9Aq^wfUbekzax
z_PEiUJ|6FM-5uxz7Y_RyK=`rzIH?R&v?x@c#qYDwU(e`l;GJAw<Ds|nirUNO<fNfv
zqNBUh-Rod#QPWCqWT?I{#=RfhW6a;OpF+xk_!pd;TiIP9IMUNOUf&BVITVVAANWkk
zZ2CMTIe(!&gI!74gu|pb|5cn${@?Nea|@tOZk*lI<#SRR|8n@H>*rKe3PB5S3nP)9
zPHbg$$)IKxL0nP3?pMLtn3>y^;;M`(Ep|YpEgZg`?~w(EPGqlO<XGK{^UfR3J5nV9
z9MGAe*t1VQ@B$c6z>S`<3x%${-3`t^aFgiJfrk#OV>*BWAjAeiB7MlJMRC=t6!Rm;
z*dCo|GKcUTs#64W6*#8k!OYsev8WhARRb>*IymejRm=#*U6<nTMM#DHz%TG_!H(d@
zOPoQn)d-HC=1gW`b!$uZzh-Zfv~~MQ@Z9d#_M|y=Ax$F7nRx+6T08B5csV}?qxr_x
z!9(+o6V02=E^J<Iv*sjspbYBgjaf9IR}x+BJr3m}EqoQy7N3I05b5sHm@+JmMw-0S
ziK!3Ej}^0gfveg*v%HJ|G!=Dvn1-h|U;Mte;$iw*Id_pzmLbbt<R(zS<kYU9{9{!5
zPh*~Qg(gw<%?aHTD^tAqbge2R?k*;+ZeN%9MT*(PB(1kF3Ko#8z8L_wfT;)wadD@{
z0cuIH@PcAHA(!T6>WQ6U5815RAp@5mBddG8-LOVdYrR5oc5fqvi8}o}y>#%z@6pZo
zer`BGT~BEa5EU$OxFeD~P};uq3?PXuUfAppc^L;{RXzaGt+R~jA8cw6Y{$-GcB+TM
zY&f2p`qEidPe@Nio_C=fPYK@NlRWgxcH1FewX~Fjc^MB|uz2PhWGl=A^dzNV922Xk
z1w*>6X#Rc9h?j5h&t;6Uf_<}e^T!n<@r=n5Gys^VQx8$n*rcUb;~m~JejMT1cT5uR
z_q!AUa;b-}B3uOHGw0ddZ$<(i`7sz*DAp_9bnif%1s$_;R>zj++4%8D6IP$EgBckf
zJfMp(v<<?0Se8THnT_+RqdwJK!;pHxi}AZiazGejI1vdPPKW<#7khwlbF0K>7n2CA
z0rkL>)tR+A^MsU?oYvbIWH?hT)}V=Jn~+JSFo^J&YziC7P7b-B)4+7<SD2{)HGizn
zr8cl5G~>shNpTAl^}Q%#pS~NONo}RFUiVn%m$zJwrn~NYzS|gE7#&R3x6Deaw3?a-
z$=B5_wD@zaK@p#D_>EA0WdwVX#m3eKk?3tdOF4srA`piHS2YjKpX~(2ExT;Zyn9Ul
zk%s-_3!e+Zb&S-XaLhI1kbR#?eEd9R1EtP3MBp}srUW)~)fV{VqzQ+CNI*~^rEW}|
zWPUK7;%y|waE(#hRzF$ZG<B&Qj-OnNA?FIw@!?&22c-3jTtBppT18f8Hn=ynF&6$%
zSN~5Her%0{JE<SKsvh}#76#e~^ymrnr*4IYSfPd@_YFi_6j8Bk^s@^t!xz+75ul$Z
zW9Jl(!mHCGk<+8s*24*qBD$Tpuxb}9F6BSDnN*~|*}mo=&Z1s|ca3pp$8y;^Mgzum
zp=GkU+Wvx}BO*W<@)5?B#hDu$Hem~im3Us)=g)n)pu;Au&^A|{P3ZOGGpNUq$rP&t
z$Ppg=IT+dcupJ~o4iigpyG;65%l~*vR8l5FgwejdKni=i$5Ou?4~^GH^cRcx3<&5J
z0Ob|i>ypj<@a3ap=gYh6>N@fEW+2c%unAquCM^%!R;1Mjy_>;F(OE58@hw9fOjRFg
zt=lQ{!qf(6TmPKM$idwVnM@;X-UQo(ztv`tK=5S^(b{qfa;#NP$|bKGB`+c=5Hp3h
zW3~Kc=e3WB2w-w^UzEe$Ks+ql-e4vPO$<p8Fnn|4x-B(|?!mdpA}@jkG*$f&g`ffg
ziPjJNA@Di5YP!zPe#k&<PhaA{;d+^@B0Ua*7Wt*&GNc~qvq23Z(jLb7ST`vq08S6;
zYX4_e%9H~)h6SJmo+FMP1as1MkZf`_aj);a!4Zw_o_?r6s@Zo+iLS@uX1b~x@?^4$
zi)F-2ni(Kw5b56St`_ekZ0%|3^9k7)y$C7IU}>=@{lEK-Uk4&Nk39`YVhaT8hY252
z>d=vMAPQQJ^bC5ZlSDXPgG5$W*If%E06e3p=+Lva7>(ywr<rD_Cv9n)WlKhEX_>z{
z<*Zpzk*$?dbs+R<F0!hutPdt8Km=f176NiWN?>GS_mvKVMZ0YTm4bCRXpcS$Grl+j
zZ0kTk0c7W87gE9=+BF6cs+z033Oe8&9K{!lhM)RqHBU;2)^=2l2@>RdWZ`nS53T>r
z`o@t3ikD8(bF>|1je1G(yD^FZ@%+9udic2zx|)2f;wuzC4#yX?{Gpc|))5Axhu7Xn
zMy?(HpRa+#UBjTEMN7n24Q6}B-`3Z7SJ!(6Yz!|uBVio{E+TPl%P$9+1#wxTvk+Z7
z2|N`A2bJ_w5cD}ca06V7>(~8T$!x}w1DYR%r&6CPD?g^)|8?Qm`9f5apI6B;G;*TB
z?;ROmEUDH>R8$+PsR92Kqv7l@VF`e*(HEZx^*~~CN@wS!_Vj741yCn&M*xkxo%mNB
zipX^GRUXenh2#fn0G(xnjmv&v_bF|sW+A>T4latDcU;DWcuTNKi~-`olkoFNr32FQ
zm(n;$*Q@Bu2O_@3tp<XK=;u=>cgMcG^rkHJZ<|dl0{NS&-N@r7=W;oYt~fsX7)2XB
zv8N14RAE{7eAa$GeSVa8C;x@3u-OP;;`0wbcX|vk%Pby$L(m&?+KXIv*Aq4x!y^lZ
zqRY7-{Fu-&fP?{6kDRpb{}K-t%KmtXDf=DPe{dbpOX&8gv!pAH-HVn&5sVW3baKwJ
znz7&we$KuIe1SCiZEhUDA!omAi1<2!a!`Ue$KrY%U8(|*P5Kec?>2+{N9L@D<9}uf
zpyy)756L;*rm^mw=%>aQvrhiF6Mxy+`2`}(%9gK{XGDbpLi-Ggcz@8KF=b_G>17@g
zmAtUhR^g8V>?n-R(hhoD%HUQq{|aUTX@#Jo%HFh8I(;Q28ebERBFHo-8GJWLa#87H
zWFgka8XGGyS)&eiTF^u&-N!;w+q{0Ji#r=%8%|RP{NWlCeZ&(^0kukUR7z3;g7hT#
zX?-nmNv@pKlgz-ok_p}u>tod0DG}Zxm(@{A1RTSR^x+Zk!<2D{5Kk%DZnkiHZ-clz
zYTAlh<Aoa)o?z|D^6vG#kTk1L)Q!Z|kKxFA${T1SEN9HD1S%hYi)v%g!?Eu!U=jHp
zb{=uaZqDV*LFj2bG(4wrdi!LApQ?46^=RAWKzM?TC;+{><o(*mQ~37nDf9VwDd?Z0
z<9!arLY#>m*|F@8406>xh>mX{O&DE7;g@%{v;?u#mq8#+@KRgGmz+;{tC^<ci-Y**
z4zR;Yq%2I5cOh0*<~N@G<vk}Wb8spKfcPXArFHwbBJMwf_OM9-_cSBSbK#_=H5-YF
zN$Me}w8#AE4`+w;0QaaB{v!2AqKy9%PgYl6j>0$jg`aCo!=70_qOy~4BcQr<FU)+-
zP^oMvnB(BgqYtka0@>fg;XKx3mZlWY5leOEpl5ATGMJK97*@8`!_%>(dM6(AeWL}r
z(4i>1%xNo=&2xjf>Qu*v4K=|+UGOQA5ho`pPBTNZTOZ>mC21B`6p`!w0%(_R!VZMm
z5j1jjP|rEt5E1&utgg!LhUh?MqWmm)P@!jug^k<s?b?Zj3`bAWrNF4rau$b}?<RTC
z4a?Z~M+kAqr5>yiKkl^vN#Q#c(`E)-qAC=NxYX~7mjd&0q^3i6b@ikAcC2hHY!35=
z8Sp7h&NW}37vWbEyj84^mn4i)mN3;QCgneO$De~8q#k1-2_it|C@k7#79(R=L=w0+
zJ1c9|H8OJIsQ%5{+mm}udIKTyllDz-R5xj5rPO*XfHqsW1Ma^{8%R~9-*?l-`G$3k
zEeuDMUgUq=A)2GG(R<VO1)TnfXMuXXIJsG-)~L~N*<f;o&co}0J<8r{2OV`Yi35B~
zGe@vUVi96oU2Xi?Z6egruFDRor!2}E{y>sIzi9clAgwA2?=bCZU}h9Y;BhkerJY2l
zmZZ8E64Z98SXFQg#kY|NUKy$p?0hVN`|2*&Lz|tgP%xX{2_(Eoc-x;(BbLz)AqR>@
zW0y7K^v@@E`?~si2OL&bKUU`Ac1=}L$9L~l%2%$HrM0o+OK$d-w-)u~XE2#mG){1_
z$73{sR@mtnutzQ?2gMOezdcGlwlTBg6U?+doL`EpSpvnEcQ6ur)^F3EWka;(1@HF^
ziAYCUPFz)!A$r%t7Cd$RzT_!(F4zw4KHjaH+&VuabB2zEG;SS%WMQgkLX`QLS+7H(
z$vUtD8y<@RE{5*5=+6FI>KZ6^BX}&rxSc||u%_ijmCanGI7@`b0VE-b{9M~cn`#v?
zcfjDAY6CaPP@2MiWY=O!c~5+;U*YVMRu=y|Gd}6TkAyHm;(;vt+QAan4txj+Ws$6%
zuKAy7%lRnqt4S$2jqFrWE*;{0<{|;|BD}fT1hHBaQCwc$3YxgjDT2WNk-y`7FS0qf
z6O6S}CHz1F4S+%YCbS;-Ow5Iz+JIx)T1k8&NtyP#xj>)8!8u`H#=H4U-xSRm^NQI}
z*5v8AR2$1fP}q2t)bx?|*v|sS9AO!Edd)JvN6>GU7=mZhum1aM&zz<l09B1MU?LH@
zzs&dr(iab=G*&mON}h4qUEt{@SwkCCcPP<3X|weUJ<wC6xou@~A<2FlOyf7`wn53P
z%hYlgINa4{dEG9kmx2Qlw-rp3&ec|r%|s0o(^syAzI8sZ&hH*~kD05g6X5UnDGwfz
zAm9>H5AAtZIg6YvZ_}E(??NC(8e8?0*H!o9gCJz3USP=B;v3Ci09+QX-;qqu%$MKK
z30HpF*6dw89=wfEuuTwEl-C_0G5bHO?p3KLQJTS8P9%W}Um<i$!(}5Up6MgW>;{i&
zC)?mjgr$$ea<TO9)XdiJ$CZ7!M0&3`ySqLR%fOz{k3f`|r~So2uT@fFRif>fa<!I!
zdfi*OCM{MUayd$5-DL!AH=Ent!R`LYZdaZ9^}A9V8ecB)LEc5&eL2xL&bND2gc8*7
zG=r3wtZj+5BnmY-gmm-Z<H=9B5f+gY9z1aE)U6;pH2peTYlv%#h4Yy~e@~wA36xOL
zUVnGXsNpU4Gs)1@Xj6QF0kOayk$uLR(U>Q(VpC#KsXb3_f5r%YHry2)vQB9;P^=lK
zj>8VZY>X|(S99}+sDAnz_Z{Ufa&He-BbZ^H7fuTQsi2G+{_ps`UbS3=IYutGv%<Ko
ztrTXRc}9BP&Q~;>3(m0ar%1SuyX~f^DM`n#n|{E;2fDwHlu?(#eAuNoep|os5u&8l
zLw;x)IGon`078?eJn|Vzci`-js#!W~AwdHIWBfaSw1PoPv!vD4Ri97KQ^4B>(&um*
zwF0WbL|dD2Sz`t*t+?C{^zFk73|!%xr$aQg&lApH8!Nr!)A7k()7`FCeWT`^iDmop
zl(qIh2R>?<XKK|W55pI#EyEs$9g5g}{F9zJ&{vbn_A!nRTF5X;&+Ws5@B@9ef79p%
z91PixRJyFTAm3u0chtFM9BjT@O!cV+%L9<k6!lPSN%RVHKLwCzcU&7y<;Ucla(_rZ
zo1~v+knHDvW2HaZW`WL!jmD4GFfX{6v-sqXxhHH0H(;gN{3eZaxaL-9Qfcr!27~&=
z$}clw#l}G$AYC{lokG=1uE2wsRgexM{Ya?%|EPMasJH@UTNH=j?ht6)-62>5jcbtL
z9xOm`_u%gC?(R--cY?bF?cn-)pMCEe=l=Bn8mnq`)wF^#vBr{DJO+26*qCG@F6PQe
zSl4zS#qC3h(0IMI1v3u^+W4BXEVS{%Z`%!fW{Mr&)Uw$vEf0W#@8_;~S^})$c-7xh
z-}NU}C$*0;*vL2oR)GD$W3AcY)s2HygNv!&ZK%)BhL=K0iJ!B4cVTX%2T+bVgW(&A
zf+wjwl6@=};Lm?CL6FZG$7Z|P6;2wotq2t);}vQd0{#UUVHoSZ)hTE6hbr~mQ&T0~
zFUb72yPwn}O=hD;Nj0(!YqGdO(F)al*3}Sb&kW1DI`vbDN;Tv?coF=3zfE6{%+<9M
z9`Bch`yu=9K)W=T3O*%2cb-q!*x7k^mScD%mLyluRqf|zUPU?U#?5wT>~=4pwPkYi
z$49)jtg%E-&v1|B@2ksOpERqK{E~IH-#l=cnEHJQ5$tObTarct%-D{vJMEon>($ZS
zokh9i%XCm|VCn)LKf+LATQNz+TtoSe*UNMvX%lyyJwd(ZR|i$Kq4!ZeiL4T2d7S|L
z{$fLF$Faz(EPaRiitL4QS4M0Hgc}yCI;F$?#^wX98dFFxX{iO(IUFXHA%B5wMjAZ^
z%E&`^{tcL1!@lalYl;A!B$MRATikTvi;APSqqaQkDKLtL8fF}eRMr8TV*^}Ca8EUZ
zZC27u<T-BV?B}<4q5_3lUO`4%80y{Lpb5vmmlltwp+=^yhxX<CIMQ0j4nP_#`M1Mv
zp|MX@Bu)Qfgtd7muPN4&EP_-NBTpBvGY1I@Ti}9L^DG{ty5(>w0q_4W|1cooH;j+3
zkR0(9btS;4;6&uzl`h%4_rard5N_QxU^{Bs!oq-&zAY{HDl126F>`%=|3U4~nCWw<
z%l6|nS9a?5R;|4ms+)PnjU$z0kZD@<0L1L)DSaX%$z@6<`R3E%rA*2v7~{(Y%(T+D
z#hbuLr4KO0ydnK7b+i8X&n=g#4hDHsh{oPNyu<7~FNvpO)Su!P%GB%!(`7*#(6?G(
zU6gD`!uoHBOFT{dtUmu7C|4>MvvHt%GgX{!UfwUXO%Mg2{^PbdFVx%c+Bg&=ezIX9
zA#oEt4jEM)1ZA|e<Y96spbt~YxQa#n7d(h;1SPHllk&Y`>l6~(9UkSKY;0a_BHVd}
zJa)`gtY5*Yz3#g-vp;MXxOhuHFFbc2G@|+fAU3dtOhOXKLa+B>*BEes5=Tgc48+8E
zJ^A-taufuUfn@@Ynx_S?GjsNG)!40aetj-RV<BTh%8E5b4HQ{7m<*PiNYWuyL@oOf
zlAMT89$${9UHzYHN?`a7@^>7C{BOGqbXaZs{=I$Eky0kHE}D$K7%+VIBKcAj=KZk9
zMh#LMnUgFmb9RdweiK5SclS2k6)q~rhguJ(7hW&fB6PP++sh*EVqX7zsooUXY{)iB
z?|#L+i&s~B-J$<jEAmpXzcO}QByvL1TQlu37XX><PsN6{)?3sripg_*1JHra^M?4@
zT{Rj%!W5t?qqhma@VSF3>Qq1g&Y~bEOykbtFdz~W8$&p#``oYFRxsXoL2+m)y|<38
z3S^K{Vx7_k^G*CK=9zI#GNO8!KNw#{HqQJv9*a}wFo3wmkiMqz7{$!OJjVd3oi{0U
zX~jo=bW%xP`bgmbF)cPhR$PsjizEKTndU1uPDsw@gv}v8uJ82gsjF7RB$A{e%&i$w
zB>z$+*>kZd(A|Y-G`SJ+^+RDg<EraJi2M#G{C_&`(U~~-$2Z1E)l7%DzUvskzc%ci
z#k?q@87_q`eG2D2)6r(pi5FyThGA-juqT)W>w@%U2o%8D(k$TQ0+{9L>yZ`w0SRVa
zXqT<D_V0aa6Ia{q=|OHMuD90ad#m1Zl;^maFN-{j>!AvzXwIz{ZwE_?e_kH0=C)Y2
zY?|D1<KMrCV2A5*`Pu7$4oKAenJ0nB;cspjIQAE45sRNm5HW0c{i@QteI#$ah-3Vy
zi6c>vWq}6$;`abmF#xtcs*ZXiHucYiTNm(QW+keY%6o$v&qM>v&I`tz&+#{pE^_K&
zr}pB!eE&(Z^TT@w#EGo9KbI)K@8WRaxH*w6VaDE<MRdv>0^?H18paZ}Py=<a((3l$
z*L5h{%y9uU?PPH*KCI;ZOMvSV69O>0*P%PYb1v(5PK@#PJ_ZDA=*Qp6<IFrOjFrob
zo&5mGEJCcazr$x|f&kJDWeM=e@{8gYyh)=7Sg=ePa<Ea{+RPeW^FOpkJYLr_*d~xc
zgGqRb+9Y{1c(cvxK7BaNf^YYMEQByn-iALaZQazWcT&l^w^7IDAIe9u3+VWvccZHN
z&h8?J_PL|Br?A;2vL%1a@xra;a(T1D=lZeU=g-d3)0s`jh%B`UF<!HtAXePJiEXUj
zpzV*!Rk6w^$uY0z-<D%JWV3Bftp%eU2}h59A=KF2p$9jVyeA2s@$?i}^>kqxlrS=e
zpRi9$S*mdI+0AsqOd*ld0ay*+EfZ5bq_xl0HAuAQ@HMw#w=QMvTHCdTkF-*$-C|&z
zfqYv?HQmS@ox&&;Sq=YK>X@+)`pqZC^!{c|FoI5%l?i@E87_>D;vr&=L7(KzHx*&l
z5#$v%959M@H+Pl9=4z6;eksoLEn+XtN!?P_7u7R>>&!rwuL1Ml{pJZ%sq!cn1ANl^
zFkPeSs-f(KTDOZ)D1?<x(OGfChK8av1nTa76=Zw!HntdfV=O7Pyn8F@cn3g;Hr}LW
zb-T}%G)!tE#hONk5Hvo1&1B_|Z!xhyW_QjvYz}$60kX5C*zHgY^p7{kG^u`yS7!ui
z9W|W^z7HNtokOHFtGSu%<PE8*@7#_Wa$Hpo$mg}7eq*zHInVr$oqFHjKi9!0K#He4
zZU<I!GA-gwKIaE!%ralYn@*qYT)w&{?(mJzPI04E`Rs}#UDSY<-i#$18c@-SEo7S*
zr<Z@Oxvw>B2e;&%?PI@4Cx-}vGLhl~`uA5^sSqbCcc9_>@KwrpjN|czIDevI8Bj(R
zYUu1D$C+BE3kW9k)@s%$ph$jNzCnDffYo!*iy;@vCGq_8fGxBQ)^Ltz-)5l~9shkm
zTDs|zi^j!i{nC@iZxN@ZhQa+Mk=5S~rL|>aHr&d@<;eCo($#pGpRJPfNUB&HK9M=t
z64^lF(u0WX!KRQ%X+Wr0_FNwCA=4!DU$|A7vGM<|YE|aw>Zx!4Q`ODXCh@A)Z1hVl
zYz=HDPoor*RYsUUbg@G~OS+bi_WZ$bXHb7dwi8zD1Zuq^ag_U%|NfJ@;VCqBWFcs?
zU(nazu~_LKt#4!}g;F)-IuRYRH=Nbm5E1K2zS-$8!H-je`qNA4P-*ecat8Ixj+ASN
zWYh>=BT%T_yV#xkjuPwoEmy`pPj68RUF1M!xkuZBQFZysD5tV<zLUbKL*Jmbi(hVu
zUJtsm%JVg1@`0tbZ)F|enkgU<zYP`FgSit(Ff>*Px%r5vuP>TFG(d2K*O?`I-6HH6
z<FvLOrEZ{ev7=+CrSHd}qX1wJG$eAbilue&mZe`5>qQ7Q8JzfIby;mU@w7pA1aytf
zks=gnz4Nzc$WBdOH=J{&6JlNtT~hty-rCP98NJnXz|%kRze^KKLPZx5ehDi0<Zdwm
zDNTBvfZGo!&puJ%Z8(7e8e;wm^?pjBXLoO5^<(3uLGjT(mio;lcPX+Z>tngzbBf?C
z4HXUdn8IM_Vuf_ZR{OZkzTFuB1)ohH#PNqh*!~8;tL*0V{QI~011e&YvtpfT8Z%>h
z#nGM?XF%$O>%?~F4KbrptuS+y^Avi?UYLTDeqnMYpZr9lpLGL1BQ**hV}B@FFW{)9
zCGtsAy_n@<o(8-$Qr+m@?_D=Kj*jBufHBV%Hm#^Q+Zb`*(j-8(a$uLO5(O&is8Le@
z7-fgVLa|DSedZ4jUNM9fAzsv_`?)P}*8L!XF2ZV@igEn5a(n+A;)6SnY>&E%g0B-2
z^!0R;hE>4oNcfItDzN<j8Hr8A?et%%(j=M()a3!!cR$j<nodnWt@0c>Xh)lCvMh$l
z4kg~{1|>~hd-I>g3UzJY)owcvotZ0hgo|-?w6-!n=y%0-i$p=i?r|YZfB@SkvQ)R&
zS2pRWRCYjOpujPfQM#{{gllxO6d-vT@rEYZ;|nQ^wpDp1vEeSVH!i>hEv21abX^`v
zGCz=1$t3`<4nMC<y(urU!f%3M4oCT#@t-dR-PhV0Y)icI8e+INq%wIk@&mD+NB%fA
zgsPV?j%sZp&-mip^ZA8izTV36dbW%YKVDyN1%8kc_Z9Wdkc-niFzX;Q>mQ!=IMx4K
zC>sB_P`DG3HtKd#%yJBX)K3G|jhI2CyE`+PO6{+uIqO&VoLd8^=Z>W=>iF`9pHZz8
zXnhM0yyj99fgqx#-&bdb`=5lU88Hf@)%aY|6lL*UZVcuu8^xrtgKX@yEkA84V>KYE
zrX7MC6Q;3{r5r1;qxQmVZvGKWE+8|MXpbZBuuHf(slza6*qRWNv3v|8;jjuu)S?MR
z_p?S@@HwttjGf28xuQ^W3lEAzXR)X?+-{nn!>z31qGkl+r61mBAy+oxI>*IkE|Nez
zjFIZcu^E<#u(53i6;x4G|9b)Y3ndn&PVql)TM6JGA6WPAQ?+D2e6%Ha9515w>RAIT
zkS1O`7@xRe04?ouUvdL(|5cfdDcqKnIsw7NKE~;f8bbf3EGS(j?>EBbv}MObp>|Jx
zEzT9K<8BuImYZE1()vn__SY_`_IrvX9LJ@yfr_fW{IVt41*rV?R6wx0&kY_Fp}1%}
z2)n)F+J#S<K&5Te+af&GtT`+Sa;FtrD~x@WM%cA<K!(3_`d9Xk<V{dd9%e(@bRxpJ
z3w|Ik_3-#DN(=pIR;N^87>>4b{HV2T$)aO!&3|TF&FgOywf}dyn9N``7!d;*bnB`}
zpC_};AV<<D{Y92Q-9^UQi}~~?+T%wvxU;V$@&pB5I&B-AFv|BUBc_)EB5FRnI|#b8
z#tugcca1>#csnPISm<OA$0XV+R`nK5L@j4`#kXQhsV76PUqnn4urW5abK{)Ql)5iL
zXKaLt<4t<a`5+qCR_KCmxRy=+Y5;vr#1S2lqTJ5<aoAEuEEvQwBLw}rTxl(3b`r;?
zwTv#lSS5eX7=kLHLEE59w(5P246W=Pwua6jOOXXbXczdB=4*>T*-uGAg_T&CFVb(g
zs!biiA4MDi%whFN6I@^V2073~T`=$YsLUQ>9a5SO>?<Gy)MPz?MYDBmfw4hm+WkCQ
zJNHGH(q`;%y@?spK(WWvkgEZFe9TDcqa&MC%uX{(J<Y%3aHk<d08T5QLo*U^jqzQq
ze|_ub!m=aw%g2<sNvcKW7yn6SY~zb~5z;6fW?A!rw_A@_XNvN@myA{Z2yi&)LC)B+
zoO%zNMBHFqc>u-y!1(MCvUv~Pi6r0tlcIq!m1hj;7~jaREBvY%WM!5#K3oRgj{awg
z^e&D-m@dNw^9Qpp&ZCJEE?kT<W>aB5j7uLT$o5ki)fbd?wy)&Mpy=<h_3sBP-x6#b
z5F>^9>ZkKSX3f;<XKl(WkeD=yQQg0JdH*w$SYQVPfA6Xx!M|-gU^4tAf%FXdT{QS@
zA7WGjFARfze(et<M>Q}3Rf*v)7Qp-<K}0_|*)RT{6KT!NB93Q5OhC5)?<Zge9#1ef
zQ#I*=qe12F6kV`g|FFG+p1PEr0Tn#T-A6Ry4@^j*^$12^WxY~)*u?^mF%uBJs)XV_
zu63;_wwD`u6{=*FFs3%Z#90n;^Da;Rmb%f}FtN5Gh*wR4Knm`T$$6*Nk`F4%A6l@I
z`>nu-7keMC!(nZgV=+%3T`>a=ZWKJtiEAWwP*@$Y>stN7SR02QQ5Pt0;`q}k_%q_8
zC*SUn4o5dtt%C%s(|O|}mZT9_IW<@=`(mLUvUOC!LQyIO7$GkqD|3bS@p*&n+_WVQ
zJ{ca#jKnL!&EH8BPr|BUi*Yi8t4R&!)m4%}VA%N**aRrISrOqAgPiMy&yNXdb!!K_
zoQKjcu`9t%wbO~VjdPTmcpH*i7-h++d}SF+`T?+_k%M8Ap-Ha+#pCjN(891n*}I*D
zkh`fVzDH433eGCNvN~Sd*VjXVu|55@PQ<lY6WFWQ^V20LklAc6k-U#JGxW=9{2|9D
zwPP&aPBg*GPfA{=d4pG9oV=EJAB(y0GL<^I_w;YhZmuQk)9X@G1{zq9ni-IaOGj{I
zRC5OwDAUy}pPc^#^8^$2q9a#8BhCGVthj=yUiB4J^*XrQoF`vZ>=H9BX-7-xoWi|k
zH|oU@uk&spK)2YwgI;2SHx5pEcojQ7Q_^o_IfYv#1?RXz>>dKe?2uO;j#j<a#G&yk
zWLACs_)NiPJthZcaYkwE6&oTH&X_TI+^+IVFcXyMXx|-YbacL#=d?*wh(VfwP>_7K
z{SV{K<bHT)V2`+gQ>%}4$D}Sz$|evHfB!fN-iiF$6<pDWBES)zUH?UuprD8vh9!GV
zM<~#p&0Fl{N`2QpOZK_j_&RsX`>oXw?tLx{HqAC3%j>9NWKEOr)i@o8#;NVAU;8D^
zVm$(DtE0l<0_k7d6I{i~C7-GgKZar#?2DXqh#IsqeZcdCJ?O%psDp;rB#7R&tnH^~
z6Hf$@lx=)?;Fi}A;ex(5t>f~7o0kWw7ul-oNjsOv<^%aIRg4=7;oRZ&mz*DmGMrR%
zAZA-hnzGTM8Tp&JrLGh}ybBb?5Ci7_ffT?jwD~pNZ}*b!+}qEWYF23H1vI6TrmpDi
znTnuEn2S@=7-bU^+kq?+m9g|9>b*Si{x3EXf3%Kef9X4qtl&^bv=13o_%3M~NiC2C
z(lvA)C@e8wA^RVau;`qFVb}Ceq2EzfZPwNU0@LtgyxTa>)(^2HpE5{-wt*>tLgu}G
zb2pGIb@|q7cDCm6e6^cy&K>dxNQh#CZp)rG+`aCf+Y3#PZ8CU#>*8ajWasc>?lGF^
z?*j?<yL$`rxd2(^>x@R)rBJt5Y-@l|<@#v{%22>!QQc3#;q8S4rf>7>_@^g#$B}0%
zy;0{-miD`?J;CW8BBLS=EcN!T*$uViX!+{=Lz#^)6k1**Bi{V|GJH>hLRQ`5xo3+|
zcA-k(KG?KzhhOC}l%JFF8$~)8{M%2{=ZzZqmV!8K1$_9q6_1EdNacvc_7(31&ldyQ
zX>d~r9Mj9@(7VyAmMBOGraT$~^Ggd$WpHAlgXV8<onzeb8T@!7(;sK%QUF*IQHKAW
zex>4(d~4g|4FC8xKA=whUfL8bxUAHi!&ol2GNKUq*xU%juo&KZ**~S`ef`Ek7aZs6
zA2EdbSIV^Uiu?t`CFS3e-;ZVHgCN+P(n?lab(}OmcnTw|8)Kc}K%EMscMOJRw|31w
z!Q+O>5H3YI&gifr{Vw3c1ME6W$LAn?LL|-dV9P8QIcvpK#tKXirCq+TfByc69k`Md
z!S-s=ckxh~-qV)f&@E@ANfr_hWQQX4%Lo#mwbX}mqjc;!&bD1mx-Zom$5Q^q_+1dl
z>ZShr$KBfdquc$w?xHjII(tSB|D%o4siE@m=i$MCj3h{7nU{c7b9lIvo7q9eq%kJO
zk(O4qQcyLn^*85}iHy52c2y*;k<bjBg+udjV){Bv+*v3&lTXwL04kUiORW$UMZq|^
zB<V7O4>-}8=&C+{G4~xdFM9gN5q-v>8LNKRk8MM9XwRk%oEaz2BGT-5m0+?J1DTcg
zk|aLbNV3_x1Wo3ja%T%!|EnVc09dc@2`VddzSUy`wbefEiytO<-=)1##%+Vic*g`f
z?OvN$Ocb2FQ1!dE=iK;{R#_QtwNc{WIfbWbY2sB(cLDS=%p9iG_(J-3srO5+zw|ZN
zukW_W)Hr(y6)wJp;z1b=)vka==+q6)Cg6$3qa@!i%=;seG{3T}{FvYh8Rzjx?Ys%1
ztzR!<PtdS8$HW}`aU*<aWN~5qeKOi~^b9!dsA8R|JYZIMcKX{)vRl$44}Sk`Q;%t3
z$0wH{%dsMdZS*?OvKt#sQ^}JW1Q%>xXJW#ce(Bq_yQ^6e>LsD-f)xoZdbIv@<0<1Q
z{s3*h>h&)GSl6ptjq#JG1&e~+r&TE4xE8T@YvG)Vi{uKx;Jd3R2Z+7;lzw00J5Vc4
zEKHgv6{6=Hmd!10V^}Fx#XNdSk{ZRofX|?bjfvyVDUfi=T5~&P3qLS`R@u|5A43mS
z7ddUqY@F^1zKWPJZHPa-OqpjOQU`zBd<UQjwPrVQ&J`L%17I|%r458`e|io%5&p%c
zaQPJzQ;t~argv}qn_6Pv*Oid=EWZrgu$CG&(ZRZD1jbl?uEH{0C!Nue^`qmVERg3X
zHF_R8{Qq1~BE!{ypw<MCw25e{rh<A1-(GJcd$A<gSw~9|?<C+saiHDkgn?LmcHYWu
zc6@nVQ_psiPh%E=QZCXWfqO^LM2XTEsuzigkMa!mu3FNZ*7^uH_nb3AD|gp96C)a*
zg!ae!Xk%I7IwUVZ{laWd@?=DYTuUn=&|dDPZGMtgY3gc9K+2k=&qRZzW&yd;5jo&#
z(?S>kEkcn-azFyZC@_ru!Wz)|eA>}i8i+v}#o=as%R8Y$dZw~#^)8&uM8~&B-LTmR
za!!s7-yC&CYGsgMySqhN_Wyiw19qMHdCvD9o>WM&)M(8~IIDsRv+c4s-$On{Zr{c7
zO=&>OnKKN?DU<WcO<Y}DSon8Kh$BcDbsVjGQ%XUdKbTjfqPSBRNm{PsUUC)Hp}fcT
zz#yb^no^Gryud$+?AaV9?KvJl=~wTfXRFP_v&AT;u2^>38B63`jA7J6DC#_@!NxnT
zo2nS`Z8qZ(Tq*N;a_7%y7E$9X6?@uAXl}AZ<;!NEM3DTzGL|ae0KUE(HfP?yB)WJy
zbyzXhv>r)0KwC6v6ww&l**VT;c3i=P9yP!&|GUTvkPLFL^#86skZ6p@YB=t9^NX+2
zzuqYszS6v5aD98pBX<UjR4JdrrCzT4ozV-qH9{0Ya+f0p%#M_K(9VDzl7b@D6w*j)
zJ&=Mh4o=BCOz)rRS)siG4xx0p(i&9wGFg&WtrPS3?a2j{RIT9>X>|*D+u$&Gd~e)V
zgWO2k6z$K323NylUqPhEOq6Sa9xY#B#LZ;u{S3(4vB&Xs=J407k1J!8e;&fg*Y{z7
zxoxl2MUQX-w5&64`qXz-*`(<asyf?pLxz%U+AysU&qi`LDu+QpTe)Dy*vAzpdWBdG
zp_9Mq&xxc&<gu+Osal2AUHSGY2cna$D<*Y;;%R(g#QpTJxsoClb=*M$jT*)x4k%0q
ze{Z0kG#@pi`u1>x(s6j9yR_DjYBJMK_c*YvrTgmSMv&6E6oXvwRZz91-?(#{<Slib
znQqB~p5$kxU9%ylYn<y{Qo5&Qm^b=ia|fqngR$4^6X9QK)9rP4Hx}yQsfWe?^{0iD
zLHIQ;i^K$^^K8uKhP3Z@*J!wW{-!F*@nPVEi^s=Di2o>7^!+h$<5#Vy>f0cOC?<gW
zt9A;W$~z~6t!zA!qbR2`QcE;5$nF%4!M=~FUwMeO_?C+=M*REbSd_sx;P^;QdC7oy
z0aOd}P62By;rPmG!<vyvQA<IOpz?XgTBk$$z0^Tvc$A`|WIEm~as}XvqdbHE19xzg
ziuBKtKg=)4+7{E`&#ApJ^@lF<L(v``k-vI{QW?T5_!tk+pX3N)`1hVqZ=*VDm;htT
zYwLegneO!k$HL#Jm!#;Xz=;}K^b@&rXUm|&)kD_Zf==N35(A02HB6V<I#%MAqYU;>
zqAc7J1YvfJzYQ_NMzbbHw8|_6;X)x{a!m!Dc*;%<sr+%%GQtf$SiANGjgbMBctf1R
z;xs!<;z{wgqWZ9*fAY1KMc8N8k)5FIq*_n5B-5%%H8H6rjsk_uFCD7pMiRw1oEU$w
z$GVWRhKUdTg>_29d@^QboQIqetAv+@Q}3syDs^E97tSE`qu@Qy@VGVVsuhQ-ps}Na
zbHoj&$JN8rgak%1E9C#7K&}k~C*y{XZkWJGurBiZEL(SS9d<1R);CgY*=K<l^UI3;
zOaQ5zvuX?>fFZG8aDZ`8uLeo;w*YfT{nGP>lx#M99tsh74{dsH|5QOU*mOjil%C42
zw_j93T<M#vGi01R?%yQ6bEY;ov5~PpdO6rn(hw*E*VY%lXC`92@qE9^w31$5n8eLl
zVbo;AKTj>xQ~*3*s;1UqHgp!oUBZ@POtN@>GxoqvCmgd4#eRu{M7zew0;B=kceKwO
ztT&)|drR^#1nNxCUQTp2JfTX!+{zFJl0zO8Hh(%XZZe%s+C63>GN~FxFm6x4iSOqE
zQ}IOxj)TctBpsq^Q#fGQNPpPT7)G{H5+1`&Ki5%n{&yZnZ1FE-VsIwEk&|ft_2V*y
zXXjxAX!mj@?q~BvOX4)@Nm-C#2@Oyj?HlqSOd(;5i#Ii8kN^I`q}@oKLQY;03BWom
z)`<XW1cjNO7QdRSttLS18E?NulWwBtq~|E7j%ISYZJO#&qIO@OfE3iVfG%wyS@3If
zY^<i`QqZ62DIVU}{aKUdg!=L^dI;9w1J+33Cue?IDD_@r=5bRs;aYNE(}Dtnrd_&I
z2phFzl>&s%OV`%I&ozl|DSB@Q8!Gqzp|UV`xD-?Ojf~L6tr(0nHwd~-v*dNjBx&lF
zj-ah(`94a$K~lcX-k<wIugnNfZ(xoEJHM8X1TWxuNEC2>=N3bKx6;E7u29w!zzFw0
z7ZDH;;1Lkv+Dr{N8RRV{fwLOuKfpG`42h4{bYRly%lS*nE*cNLDikB&Y-mfG2zn_S
z(K8?WzMzfCh--EB=@;l*|KYZh()M5J(qFGYC_o)l7k$JPdN;xxKQE0!B@7E{JQgwa
zyOAfm?lAid)>s=m@d+)!8ra7=L{XQRrc7`hSmQG>I&`}j#A-|C;KXSHwfHmCz}RwI
z%+TK6-VzIC&5-DyLpGK;AT5NDzsRh`S4iOLq(8V!63QEH*pyw_1AFYZiDf*G+|cf_
zW&jvR2Omx)Q5+W>@}Dk<yJAkB4(%1Fa6Es=SX<}QAbTdj9ALr0IU1{<R@vfaVx1ge
zV-^HR7=*$QVN_<LmsR)G=HS>kum1Cp=-~Xxwj_<FWn}37<;kgam9veJx%0asTH7if
zyRsIhUtiWlr^jDi8Y>fqDMrEPT|3i$*-s`~lX7f<0(CMCfAt0E@u+S<)zugFa*Yl5
z;rpN12oPV6@56uKJ_5gLxH^*_akfzV+>%UmXL3auG`?O>p%zl<`4toj;%X`l3?(}H
zj|d{IV|2Dt&;=dnt;Az|IR4GEnrzqA8-C?+sAMsbYco!+#&m=$LMNpk0_f!jILADG
z>izmlQfw<l`sO#3_)5>QCl=C^nmh|c_DZT^qzj0;9?buVxqmZ7T|rFkig|SN6vTx1
zvury*bVGsqIMOSF!Yu9|7|JloWYUGI=L(uPjQ=mPb<_+Zz$f6L!))Rt>+lsOv@bOI
ze1!8Cu8S#RX!a<(0_O!{wYS--w5=;7S7o(cXeX9Rz>VAL<dC(8dv${66&N3uAvV;Y
zAn9?U@;{9ejc~ATkIGZ&!V_pPM=y9SjI<l$X!2QFkZn+y<ukboMTZ!^i_V*jMp!Hc
z6+Jb8mJxtlMui|U@(b?CefFME;H3NQ6O~*GA`l84wI?s<KmY2Cw+V<teX5c~nHdQQ
zOb(nJA&;ai6=H`Rdd!?vDqiawHedqQk}6jQ@A|Ty>C^N_xD!%Vhfu!G*--uS>9I!B
z(gkfjPnelt7Ml2?@rw77z^a4@dRQM{*E*`s_iru<ey%pE@+kbjY{%Fi{}R;p7(Fff
zX<u$-IiBOnbPrfovp70g{De6-8y?ZRvh+&p9~uf8gXn$sc;L)q_-zE^2v9c0YWEgi
zPk-G0P<QlL{yC%YCBZrEE1S;^RQBai(a%Ym3tFu}ooy15PB;74{z95q8ooASO-SN5
zGg2OH5d8tlArk{O<+ehi_eHNj2c^RT!m<$YY3`S8t73Ss3(lV~<7_fKx4*eJQES@w
zQnaL<KP4)f6B?Jh4GfO#PNgctc?!4#sev#2?s{N>pR@B5cSA8aO46S%Q|Yi`fk`gi
z3*Y4Je*3y)YR5j|%TX2-_0_gaX=p@JJ6(XEH9<`!zx2<MM>}h@T(<OZ6`6}UDhuKt
z8HZ6)RLf(&z-S#0INkq#+;7s&nUaEIKIY_-dLvuAaopH=o=z|_Z3X@Cl#K=9YU-hS
z#r|Xq@EY|JhIQxN;WYmRS&*#hrE4x26r+&~)ABx3dM}B47!z!UdBs&-sOt(fmV$ta
z6ec<)`NGchkf|bUQeXPS_w4fc!*%5P$<-#CizA;v?#x50C&>fIt=Fm`UVlO<zRQdz
zla!htt}G#ubtvA^o7$+XAQ8qjHMO38M3jhm)%bB>^(-zgkPHeGk_M;-SS~5<Xstg{
zKMJUl1FRzn<&<pY#mI_UQ=V>F9<hPjzvU)0Uhwn+UVYUsnKzerX4{1I^z6RZv{&T4
zAKlIA4&s0>lB@dBn!+BUg6z?uDLCN?R$wN=xPQ3tT$XQbQ{(bJND6#_tEz5>v#3eP
zOS@Ukn>e3cy%<{^=B|`YI45+qh2{^5(@z&c1wrLrbw)`hu}hsMxZ%twFlA#D$WIba
zauL8VT?C<b3B@WOi!Pz)!4^fa0MZ$PrEzwo8_tRw1nxF!n`}I{qak0(eJXoj5XMdG
zo7qRaa*OXC9-hh1ozd_?`yR*n&6_^-m%KEc>x8(SgkVUxV4L+*z#rs~Gp_nC&q5lb
z%rwP5JoYWC6yGo>roZ(1!5^Llid$d*uJMOZOYe8^GdXMR$dm=+$3cx!g`AzgGSvBA
zwam7$K?mPH^!H|!awLeJ<NU1fQpnY`HI~*Ki)&kV$Cn<#KTm#4W#S3v_X^zQcAs|F
zTaI`w<YO|Zpb+YaSj7u+LKGMO@vD}70y0l<CxxPiurOfvUzw+xR(%lF1c?Gwb0v$V
z<QQ9RqQo$s2152a{vnGj?@K7$6Nd&`Q`1WC<tj0bJAfnt@iL=lC;=x~&q%M<LW%Bv
z$I62!i+aN)C8d+dVsdh?*|i6a<`z>Xhh`OT<F$SM3|d+J!d-3F_&+vCVQk8bT#42_
z{KOy*eH*m9c*=OJu4fxboMJ3ZlJ_ab?q|6l(r-LbGC%Y$##zXq;N{HCeY`<tdeSe7
z9HmhyVEzDc$9A+<%V<$y<Lp3gPV^{SkIT4Pfxp_oSOO=+B7bFO=Bk?N>e|}cvhwgT
zNlM&}`NV)PI~;K*HzJzft22vlRKd|5=Tn+;_(j7I-u~`CyuG<N6b})Q(vaQ|GFNZ#
zc;gKEi}yHt(`a7JJSpksXOUl>epQJ+DZG<5(sZ(2PwlG7m)BX!k1p(L38?EjI+-vW
z=EdM|So>)dz-Urnj`tZkQ{0?CQmV(UdG)M<1*U9psH3VWN?_~?ahZ|oM9pr|4?YGM
z**G093XeQNpG;YdsVZNMh6(T;!)79pEn+8r?ipUcEI)N5cc?|Jc|Q9FkBB!vArZ~P
z9Tf~8@WSKk7^u7E`%FL#32hf20q{lZtLlI4KUvO5({(kD9o8kt3=Qoy$^72slcAoL
z*?g=My)&-Uk=&RraKym?p5@Sr-iLP-tDbD&G{QX91elc^XUiv2#s9fe0;m_J`(k!$
zo^7yL?{E>Jf(Gjq0B6o5Yz+=j%1S+bai(Z`tw6Q+c=(KoOY$pLGtTr4V&<$`v*W>h
z>yppvYYWhoEPnVo2l|{)PrU<99<!t7Cq(R_)Rgt3WcZBA7#dDw*E_mGR;iEC+TZTz
z7Tko=-@P|}q82mid{5%($OT~CDz+N%9_C9L%SQlr$cZy|9%dXazU+$zlfKADj_^{%
zM`)M!MeuGVua_#Grf@L0j%D}cSTcLi(8YQ@m2fuOssUJIVM@~+5)QMLk4?~j-{qtw
zB2jvB47@IiL%u@-dS*GIq%<mi(3u(e2~2f~4ACEA-pIK4%umToAOF6XXBUqnuO4o*
z%Svl1bY<W(gzHuQc_oQeQYeo<Zu#&&{r+_au@l=<B}i8i(#(8k0>tb5d3WEVgz|S)
zMVZfd-VT=oZE(H@(2+Vxt2E{`p!FI%-}BfnFNV>dTYo<pcUZ63Rb>$wx(?P-+ImIC
zlKEB<Nwl7jBUAT@h2zO2Ca<T2I(l%7wH%s|VSIPQ>vO9mp2y8on+twEPPq2NvX1t6
zl$or>b^R|85_RRps21mQ4K^pc+`3!XN-0ntcY;9qHDAH>iPzmgii}yH(CkV92cJ|6
zn^{XuWaXpWz(+R9P)ZRuYod_yOI2EVE+$4tW!Z|J%Yvc;9OWNp3u70as{{t*U7OJt
z{9<!)(*l)2ZELB$vq_#=;%Z1vUbhO8AV!FHzBi2&zya1pHUb*E-TM96e}wkWk=8q(
z9vy2x230(pDcqB0&O4n%1hXs2nj`pv$T2D@%U`-4Lnt~CmBSs6>lb#jDl>jG?hQFX
zAMy-wISW$N<<Pj^tx>ou`$Tfm&vFYJ6Zn{VmFrOW&n+G+4A`pccy&8exhMux<}f%v
zV7_}3hIR%l{>thD9Sp4jP&t0l{n&hc_Eg;XMNo%8*mz*U!4uWc7eEF%#)VuC`t`DY
z|GFMNK4I>V>4Xw>+ujEkS&ih{J!FQ`-r;q0(2+GoN53B>#rQ_OvedJ>lx61`g$BPc
z<IRG4?n-nW&Z}u`wXqlIF2h8dx$ip=F=0yT6dU8Z=9Qt2otSF*`_Nx%8AEGcdR<Kb
zzEKZ^?;TmA7len)bHlwy7{2jW><NhZi~0Db=;;NY^iC<iJ0@NQZxe?1mc3}JuLXvg
zNw6Xl`{}fRalJq%B0<0stPNZ!-d&T%ZB}()<!Xh;M1H(ij>wqN4J{=WAk|aMx^kc_
zpcUSInM5u5<iQ-McP{`aAGY42Tv=86k1d!|B?JPr-b2TnVfbvZKJL}R`u=gLcU3vn
zM_Se?JQnGm9N0&Fm6I?{ql4K;wc87X7l;xB0vuBjZ+gU$yQPvSut0OHe*ZX?<w&`G
zTwKh3d4!)Y*xqeZF`bwx?G!;Pi`2=6(AUrLAGo87X{7|^)tE|(sG5Dett6~E5>l|@
zfWg*|m>-KEo1i$I)}WT}a2heZ!xt-cEHKM$I)iK1pUD;Rupl}ocm~BDrF!WHvyIdu
zM)wcho;!9WtrSGHjGcXF%FD87r<Q?c#xerWHVd<C7kX^<UwHC1|A_X3lyb>Y0|U$Z
ziK=4@PZ43OqO!ic>B#{w7gM#ePCe&I7Aa3JH3<g0(g&WOxmy>i02{hPlmZ-a1a`?)
zI}<ubc2AAndg53(RPkByR>C43Eksu}Lxd+vE(bKmrf38>S8nrgdrdwIJ|Q4`n9LSQ
zjRz6T1iFZ~b1G};S?b=uXs&exbdN7J>oZY~E_=`^P(DyXA)naI23`R2)UQ>vGMq#p
zGKV25<oO00)9_8oV-ICxYB`lM8@4jmSn%;KzWT!UJ#B~Su)_0wppwoDN0N8k@b$uq
zKvEbThaXr3LZ>6NP7Tpfh<c<AImbdx442u=upPi??obz;Xg5%EihM&Wg39C-L7r0i
z$*QuSq8*+2Et;q9{8jrEE-5c=h@Z<Y4|C3?R~CKi&Ye1=Bz4x){`m*fU?LCrVGc-4
zOj?qZKx}t5ma3OACY{o$D@WJkYx9u)Uz=xqZ#aMbJ^%-%8=FeM{Zk#m-t8Xw-}8x9
zN4L9!mV7fc;5J0|_()+v8iUOH?Mrw#*s0Hke#ONDH{zctS|qG2eG-9Vc?zV3lWufd
zv6|FjdNXSMb-s}|)}bQ8y|$w*k|v<N0)N?~1(W0TqO%ec_bl6jh54h*0%G<(p-l&C
zvor0D+pw%?e%!tWG)))|s@SzVx}!BQq?4hoMooxVvQc6+hQU6E@soae5V&o>&dR>-
z(|lk<A593eQ=wI-7)5ohcXn!Qu)xJ@sQQk+>}80UJ^C~`IS>{3!CV(Q68jYMdb`u!
zQ{Z>>jF-e)iXfKa3VR_;d!Gn2Ps$)I+PNTqz1+G~7^RL0KWW>d%rCjx`p%Y+DBj`g
z&z$E^Ayz_eFCN#h*^BV~$QM@KlECzqgR(m^u{6~M1JxPHpR*~D#L_ndB!C>$mg;if
zjEq^d^J(Lz>*CYWCTw;He{5d3$Vo`~kB1$XNMJNkSZsoqMSCuUa>@6yB$Bk``^WmN
zA)WYFOv>lnV^$^en(tuc>+#Wo<(?RTH<pTt+wT#;wA4@WlHnVx!9Zbm;h1T2f<h^7
z*HRKil4a;+I78{|LR4{8s<A*6=syrNn==fA@VlyU)>=8@TU>eyTko@`GBoZyB6&V9
z1Z>_RATj^fj<dNU2O((2TKE5}oPd|3ljtdRm>(cNXz#N-x$-DgUy$&Q`0IcW?-%pq
zjLxmetWnbJXXIohPCBCGwQ=M$;kf+1vYq17Db-_xElPy}&O8s#m{fJ&9KU0OE!Z-G
ze!(N%nl)H`AqcN-y50L%t|Bd#2KjTx)lroKfY09B#R*h37spLr8^NC+a4MdMpko=J
z`#ihSs21JF&xe^D_c`0A@S4`qkpc5B&{qAS%jWs?9w+xq=ECD)s8mSd;iS|=FrLdS
zJIn<nc#Ey6v8bUDF0yP>!DwSWFDJ(eE_i3)juE<6su~OZ>Zs{J<#7BP=W6gPb5)+L
z0MAaqTLnfSt8GiV&rp3F63b0{+OTchk9T&MVI{TP$T0)V&3!N0p5Ad7Y9deJ1-x(u
zW+*sc3HQK5G+g;BuEHgDU*Iu66b$K}5)Z8Eqzkl$<|a<1@ec>Zc$ejURsINIBqjbt
z0Q#&q`?W_Pb1H2db!_-^(Wgx7OahU|8k}JuzG5tv8I4=42EUP$Z`F6O{>rE&HyS#z
zkd@PC`52&BJ`7XP^xLN&c3*jDzYsLh@^|K&o5g&gEeR(mnX3wpup6FLS>?_#TGlyr
zU=@v~y9m6q4VgAwokwFZBTNq}dw`5p%di2UX>lGXN>5d4i4DW)pZgy=Mw@#bT=$Pc
zvc4q_B!V-M=1IKcrXYwF^Q*PAnCe%#iMtJ^g2|Tm>v38qgNRyei*IvPa1Jc>yElO$
zfwu_>dleOD9e>U`Iua@>qUPsS@@HA4Y_q(V0_E7iO#ZcBo^>r`L4Ibqx%Ko<Db`(@
znnudnST`I=Y%2X;E6Ar}DT9Cct`dyJ!@*jga=(jVRww*585g4t40+YBvlpM>ac>n<
za~VK9$kGp}L_?reslzGNNxl4yUArIPUF|Mx;K-o_aJjpy3X~vZWZU2S7~uo+iN4Rk
zMB3{5w82xChK%=8`n_l1CDC(akM8b($LLIAM&sy-#eR#q+l86$f5I|?1Te9o?kDxo
z5hfhm-b?*GJ8*82$ZW{(G1AXI=s`5957xC*j7@^2nEc~>(diF#zW9VvoCC5m%MKBk
z+rPv<8S1r34!bqs!!*Iv3y@$&|FT<7w=gR6#mQ)omH?sm&AlNoCVn)jV61UsmT0#F
zf$)2SmSGeIa%{0b5Xo8$e!g8n{yU77^$@M)kV3w{GvJSsRHKJUgZwCbC6|f9hN%eI
zzrA+#qnN*G5vTKu*9TZDdXUd`IBxHM{R@!J-D^omz=z?>Ybxw4MXuU?dVvW&ccwjW
zK1P9I{8pIxV@RJIsr=%8w9;X6l(EgT6QW807y25Jt`6l)-770ZeJ#Qa@bAWCm`IpV
zq^FOQj@8hRV`PTWxQXa`T)Np7ZuZ378=}l1^o=g#2H1o!;|tAT94RuJWO~_EhwUjp
z3A1pH`=jGiBdsAw8ctZrTAY3{TbJji!lL<lJq0zkV6JVNlR8Z<aUyZ-kd?4{UAOl$
zTTPv^73m!fcH?H|+%#t-=2c{qV(7++BK|sw-h1WjOKo0U_)GZCm$_IOXd1Dso(Lil
z1^`x(d7IcO{BC^qbKad92k6ps^afh?9et1U7oo{1ne0kl1ynxq@8WC^ht}5m`YV!I
z@$=bE<gP%wJt`9iASpb2!T>H@5T=fe8}3lcZ-lg-h0R%pgy!jixlb#^k81(*MOaPv
z{Kx?swMJkqp**l&$m*flk?U^PNJc8K&WUnz9VCdwFdJXHPjMpWda@*cD_)19MWS!p
zO(zfFe}0?&B&`z<LoO`O5iPv;jR_LYM~(#iiT)oE4g~bx!^g=bjsYD|NCObD!goZ&
z^v917jzL@(8UNf5yA2bFg7tdh3?nd3`YeJj2dOy5L^#HH7{-X@4Ns<yQ#G}i0x{ME
zK`kznOiZ-1$(W<L(=d^{AU%reyo%ouZ5l7l4KN5d-g^>>C>G@drFvb4lBM=k=WQD7
z6JO0(!?Zo$@=kgLw5q<ig1_<i3&zkvkf!TwW?BABD0p{S-(ED!*=$!I?X$uUmljF;
z7(R~`#uP1;Vd~%0fMDZm-Oy{DFcj1$ej12{<@6iI0rH&4y^)1=0mnS<fom4k<yWdw
zdk1f*{UV{A@&J!WBhg3sBDcvSxd~-{K>@C}O|hn)>6q9j3}3N({cpZf+e%Xks9%Gk
zqRTOcWKIdQ-5pwSh++e3jKO1)n0GGDtjQQqqZ@x&f*b6xj%e9*$QT5DR>Fn9^u-4k
zB|%fGazC9S8<putq4O7x%_-2&xG|5lgJO_AZj!~JIKwxz#X8}RVYV)fZbLc)b|#Qs
z%v)tAS(R3Ls=Unh`h)7Xex9InLC?62Sr4YcIsmYE0Jbz7G9>&=l3UDBiDYh5T_qqO
z;CF542b_ADCM3zh+m8q<3r~vpL&FGhhHAj6R6XIUsbo*b?aH;t!#po{dNo>W>}1aO
z#n)9@{M(98S3{LslrTm6<mh<9VRVQA;?aSbd!}eMDvV|JzOe!`#gL~ylLQZsGM=VU
z4bnGFojV&4ZfS}2xFYOBbaBvdAQe((4YncrEnH1x<&Z8MSHD^rKD41r>zeoqTNXrL
z3-XsUp<if=Joef6*68iT9>TBM+Yy3?%gUh`uqgbgosy!~Np~0O(fqqmz!LtSINPZ3
z6J=VdJ%6Ry?+{kt^P`W^y4wkX*EVu60;Vdmt8~*|XVLsi;T!_B?f$x|1sj6E_5(ow
zQxAtX%`XLrPN83hd|hk-@P)fiwVmIV;G82oWhwxK3?m%=Xu^jR*%kr?JYO$x04D<a
z0Nz3-v3ja;BOQCDvNP~PmbbyxQ9_r^H$H4fhOyDbik7?W=yRMI1Q743N}%^T%I-iI
zTGmZy9ghdM27UT4Y?1B!T(}JA?!cH2xiN~3lOv#67ou?#!3;Yf{XYVP1KlX|pK3Is
zI~FloiY2}JKTW)R#`lq9F;h(`$yv7_N*;JhCH9AP37t`WXy|R2y54;xC8tYfOprV5
zk5@Kr`_7xYoFd0e_YR#-Pf?6R_ug{6eRtPPl_{f=+D{TwZ^V*R;Ga^?8Z<S<UQB47
ze&U#qbKBU>MN3Ir=?O&icg|ys)+lw!<{9CS2wl)B8qzBR{3&Odv47)*^V|L08~Q}$
zB|QW$V@ZKkHWa!y;-weMYZYCOWK=G{$n0%mO=~x;5Vak25x{80S~6ms=}vL~cUal>
zx&N{I1~E3Q<1}E|dH{T;TDvNUVlTw?WMl&4j8s8NLL$C<P&$`~)6kYTUO(Hu(J2%o
zbN%(KLu5eHN$>I`VVWy3cF1b^vnv&w`#_rFyixT#1o8b}r408`q4oHxuk~l!N&ipg
z!sp{})E12;wZ%d=jU1aJ4`V&=@x^vuc;8RI3J6WYjX~4(hSgM(N#syrB~O71#mn%2
z7uBoS8Pha`{Mu1f#*11M^rdb5)fp(i5}~3vrQVFkpPmMAnmc7!vyn$HwXk9N9u&Dc
z@8l&VOI?|-epDUU+tdx=))^I@!~TWsd*pj?d)nyKt);;lrd0+7HU5r&Q1;xVhDolg
zq+Nc`-Ce(G>wa*71Spa8P^n}anN^QxR7`h9m!pZkJ5>sK5kKZxi{JQuC9}@H%_PQ?
z=IB>LL6K=unhpoV--%HqIH~-{WDFs8y9#%cgHqK$a{i{#MRg877Zha)E$5tNF^Exf
z3ZEH|*tEZ?5bn)bTQ#ECOdK5~$&;=YR<KS)dB{>|Bk>=tf6mE7fz=fF>@8<hv}Ig7
z2{SOk0_{>U)~Znp`S8k^SiFs+5o{(H%8uRJ*usPDGaM4$z!6$8z>a6>(=oLXk*6!<
z##LNU(GR=~bOXvJ>Uusw?w}#%FkoQz_O{IgzuVs1j7XOqnFKq3y)oT8m!9R$!N(1s
zFV)N9dhDRfA5-Q78H4H!7l0?DA93P?b(;e5s`<riXVO~4O9lP57g<Xdv8*$@3kJUb
z;Csg!#2*H_`MWFnA6Gj)cKY!VHtWt8W@lLw!R4DlzcWS4!<+9}2l#UsP*hJ{-#al=
zx@Dx7nrXEt;*$~>KZUa+kDCuq)>dW3a^wF&jQ72P&PA94MKAcKF9oG)ylyp1;K-+!
zdNUg`=I;^@#zC|dbvlgChrzl|9wA0UZ1&S>Gg0%l23n5&M&{vVat?*Ump^;tm585S
zg3}>rglZ0Y3VO|P*X!UwU|<0@cHTS<0|My4kLU`Y)Q<yr6&<=O=rgBA#{)*HR5Rck
zpmPB%B4hr?Iqpe;IVSKQ10h=k@Tj-3P3j38;c=KO{K0%v>u_4_lNPW%nBrTXD)^4=
zS3~lsX(5){)D!}dkiA_J5k1zy|NUcGwCIvzk5r!^?}+WO(kl0Cw8$o<QSw}Kf;`$D
zLA_3ZS|z3W%8<)-;MXtO?lGm6N+w+}VI5uz|Fgf9y3)3-W8XLNm8!dQh*RqI0!?)}
zyiX^M6E0*XP>%3SDQP#=)h|ZiDRmXL*7tKwBHon}xu45K@U=8v8J;#D<PpMv5r!Ba
z|21HTaki#O3L9o~M_yPp&8P`yKMG8>(vIGWvxX)uO`!7kTH%WdS2!4BmXDw{UB@qU
zFI#d~+bZLv7gHHrqBE$fBHUNH-}r$(I|bq5jofI#7{AIHxZ(FyD#%w%kuqINC1{%j
z%iE_gYI6a)>qeNHmxK#pMJyj`(ydGxqs()wqgBp^;@#T4h>WRw^zPU3J|d7RamHbh
z+DpJn(N6dgd@vX!yh0QlSe%msu*lcgwW7I%@2&KMxoPWu$SdWs&4Wx!2RdjWGxZ2H
zx_jp*U(?uNx#~#)Q1Y$iSiZQ4L^N$esih<Pa|)ss6Cy+yx2L=YW`nC#NJH=;1JFpi
z@{2}Kz#_yvIU5&<rI9k6)~2WIKhkx2Y@KTZr?iRHEaPj<ldTogTRuy|3wcMOTrHRm
z3{L-@!;>@or@1|_`9H#=;Lek52U#WLriKPVCCj9we{XvFdZc=*QarB?e1C5Cj|)OL
zod;O6%;PZ0PM#q%Z4F6ld~NhQOaF|l?`c?uo%j+XcCg`Z`OKo+8#E?qfc+Zchnge=
zkkH@CkQ~-@d{<ukj^H?71+W>F9ilzMzM*{~=qxZ#y;%9<4?9FhfNbSrCm$LgkbhHW
z@_TOSb-ZB=0=W}$(;n!EuW{4<!Y8&MCR40&Q;cv`3cHUoNnq0IuKLw*#C|}OWJZFe
zY>!=x9$f7Y8hAhWBzKKSlG3JkqhrLtl~B*USA>wr(CIvIV@naop1p!t&NIa0E-1Bj
zUsR*v7+nPsdJpNFlHnr#*Uum5mQH4+nHjXT^!hrOdfsH9%=Jw1M(td$ARAq4!`6P!
z2dXw$bK^S%yYPwk*x0uDm9ZU2)5U)Jv|wHbSlgt`FFJUY<wGh>J|WOkNx&y1J+y3o
za26gpR3PQXM~<|%c#vg?k48n6X}7-V7xa(+YjO4b>nTx7p~RapytIR`7fcPVA^1=h
zYK`ob-TLQy%wUSR#1>r;0>dS|ccy#XRE76xgO)d{ExGGJuS2t>`{zGy`E)#QinhAf
z@o0`@kD?A6F<J|@8`=PgyYClzx0LF+tD0eM+|jY6xgw^lYm<6<3Z|yl`soHG+k|$n
z!$v_fp=>~eY?{yiA6?%VUFq6vo1~MDZ6_;sI<{@w9ox2TyJOqz*mlRZoeu8WXMf|2
zbMGDJ=lZ$ETUAfhtXXrKqfb~;Y9%JRNtm*e328zRV@i_yf9siI`BC3Q)N$pWh#<*(
z%Ab4SBO*otHpXVkNC!g|0;zYe0p67qL=i#(FO0sj@z4Fl2J5ome@5kooev<f$<gU9
zpqInuQ~qPB_TFDaZqzLThG)U1K4d2_f#FkT6^9IMG*jOpupjokLa0i2Uh3`x4_nhZ
zjpV9Igq_z*Et5MZ0qCja&L=lK#M>^BDssb#mct4_=)i!DX9*^+kB!$??fULZp{~23
z>w)6&Q3o!(vwi>{DU!_iQ+bf+h3u0<<&95YI0FdsCIsM&QUmTCN+>8wmz&|?d^#x!
zPES6xjmxX(gLoY6V+6jlA9<|Z$p&F#hRicLxuz;Wz1dl|>Cepf1y7kWb@%-6q<4!7
zow35n>;1d28nLZezc&`9U40h`lkwaE%X_ov%WVOD=!2AP;n~zT5TL0tI>emPd8;*)
z!S)ZpS@Ii4oTq?@j4%~3hozZ{)`H_=3*QB^c6grr&yNjadBSlaU=))ojaWc5kz!YC
zggRHnKr_SCvOn&}<)<#lDo$1)12qmLz$=kAQI1tNBxx+FpYzv#+RTpbZ-QlNqU9PQ
zb(gR;>jTeumO=fIN(F%DJV5p-MprxD-m7)&>?iz35dTT<BlV2A-8gmz{pyT)Zz5y>
zhPJLbb}EgPrD}3gP-0Ya5k#(8@W_4Tc*riC7+TcO1QpeksYfTX`>SfBD&X;l$14*g
znO>;AGcKct?B|K49<%Ygqf9=H1I9fX0v%cD?s(E@NulRpSONffDFb-`HAfo#g*zZM
z8$hyAaSw!4jB8?5U4#1No5&bKROeP#=`!=gZ6mJITDPI7P<pY^5JJ>VpHrrS2v%!g
z$Vu|G_QnuObeg2o<W8?QJ6tN4#XTRA!dh+DI!qQ!d4D>23i!`{EN%|q%yF~%{%q?z
z&N17iVM#w_otg7%(WRkO`J9D6F-X+lb#$w0gfjtBfOv&G1`HRP8O|@P&>4S)lNsg#
zfyb094YF_4&G;ckLVd?!KOkCVK(GZ2kjjKhG&`=U@xgWwfL;OHqU|e)keGe-TFeSp
zH^I}l6ezyCY)=s#69GO3tC0M%rkC@Q!_|!^?!d2C@@%CDOUU&G<fHnvp;k#BtfbSr
z&d#|iWsiG9sK?=WLjUuqsW@u<CHv>xR5T%+$t~%Fr`BeJflq?Jnf)+Z=5Jlp)&1x@
zS&cZcWCxsD+08sVjr395L7J&#gcVH*25r<GKbtR#T3Ls;bi(Kc4Ahdk%h0elzW^S#
z1zme3CY%x}Kp0?L>T<`9uGk_!1u`p9Z9`|>uD0gTSYib-`_0IvzB2RuKJr)|QwR<W
zqMxPm&@#BYHs+&P+UTS$%V+uQ09!w6G`0&wo-j~kFZ2HNc!qGh_HkJ4vKulQ!DiF>
z_u~7D-sM2)<S7Ax4&k}o1FQFzhnTa#{wlc$fNwY8V4zyf1A1>uNSETena$Og8{T#&
zX<v8=1o`wEqCE-~s<w=*e^6+>y#dZZQiYe%%ssA-GCqkW3TP}P77k6xIiA!-=(iO{
z=a#>%a_`kh6bXg_<v`A;J>N*nDU6#;W#Fx}$T^4J-@2?Q&J-C_f~CG}aj2Z|qVJ8<
zQX^H3p%718omj1e{2q6@6q7tX;!G_sNQ?Z<djF&epP$5x|3BwVKz_s7kx>rjk&fH0
zb9bDqAk<d<fahNxQm{@PqX8N#;|)HH5kRwx%hA~UyAG&_M|pE|akUMruC8hhe*4ta
z?crgKH=nz<PRly)m$90UUDi~rKhm~n^=o27B@oXrTC5Wy3Nq7b9i>b_wq1G!?gN?B
zN9b$q6!RPe5E*<0MQm*x9kfkfRe>Ub?#8KZPEqTC`?F~?j7%pF7)a|b?YMK1vn+at
z&@3$+-Wd$ikYb(jjzojL1D6d3_;4t)Bnc%i;?3v&+aNDQEWE9|uvY%f+ozEcIsD~6
z-XP9^Ej<j$D%^)wPyRWB?pn>J=XR};88m{2<60fT0LL>uQ8Xoaq^xuxP-hpJbRr9A
z7{wEC2UL5{qn6Xz<v@@oGBf$qW(L4D`3l&Q-1@|s+U|297qzTj=?fPf3FngU+{eB~
z6iH`q%qhl$iT2|wozqIfZxK9ee6^sL!24XYGY(2L1k#AYcTfIT)W_=ochujtqW_L>
ztTwZ8nw*NvnQ7@*!+_9k+!JUa<j&u1lpHvwo9ZjX;p<)I=(YK#fs^NDBfPwI{QEUw
z$UYe{ubC1JG|$aDG5f6I3YT5P$$BX#=d<0zpvq<FZa|d+;T8HJ-7W$lnblg^^tL&$
zLIu;)4`_b`&@}5lmKD8K{V+0|1=pnA)iumerTI^VI;cfhU7@-^?TOdS)|yvTcI&M1
zHU1R$v`Euei<nGT^{YfqlKA<1sALZ;K-pYfbL}y(!?32_42Yzg5aJ$MT}qya7-ine
zk^m;<u&?GeeSRaM5tkxdY<0VR?JAodH6cChC+Z4S{oaQit%Z3*K9&*GvB4D~=S)kY
zaN5XwJ!FdVFWS9ICZ>oDO}Mp~b>YDPmGUP}1&6$GHL4yg%<>*}_f<{2#-rjuI~9p<
z*@G<lW&hj^xlr|ML_VGgqH+4n@D#L50w@C$;m?a+g4zdHKf61tsE|(w?KUY2Fme=h
zE*#nkxF01ZnD19u$NA?3^nWG;rJp>fu3O&^)i0v;7v=#(IknDqHjj2u$e>ZWKb4BU
zC;G#DOHiBbyBpdwfyEAG2#n#TCs~<p(YZ4Z1#36%OU=zu1&EG6OBYr2f7M;SHFF{v
zt2O7BBTrK@ooob-<9KLj{K}+BT{i+tc7#@Rr)vRUoMPDMxg7V9oY}>+yYzVqSz*<8
z|Hx>4@bwz~%Rv8HmZm?HmlC&ku6-Bk@<Pa8{INH6`J#~7yZsr>cG(-V&*rf*I=O4J
zlB{0ES<7j!_nv-G|4C8V%Td&2IpMLC`MAPd%%oey@Ik#*2ldIYxj*xcn92C*essCt
z%M9l`)h+Z#MlWYK<r_)T$hJ4%adA*njNe*p$y@5y^@AkID61HW*WvqN(YoChX6;gF
zuk}}&E&{`!qOp+o3XcV<EBQPllAp{QH{)B|1PI=nK7!O$o&&^JGoA=vpPyT125R=4
zpA8>th_PQ!%&loQ^IJ~|x?-<MOHpH?tpQx$r^jtScqk1^>j$_!Q|&HVz5lj7Z^5>g
ztbGs#)5rskF6K#c4cB9LgR(t!w*}X!cJBw(JS6pch7)x?XNT;fw#wO`@;uG>d9;1a
zaZ4~43>uj%1P>_c%5XekI%4m6-W#RwY5pFSBEEKqsD5BNjYk;1t^g;wa;xrxTr?#0
zjD^U~;AjVaehXCca5~&dbT$+H)RzbWFp(43?^?!jE|d$ryb(Wc1Kn&L&TkNra=YtW
zsH^`P3MA}d^)q#=og9uwq_qVoU%wnY1bLxrWLF+cJ9q%iqDGS-yMI&t3tjr}bJm3l
z<p3Sk13^GrZ04#NoxE9YGzhN+kbT-?3QjXJ>JbjE0-_u2`4e=bZPN$bzV*Geb&hP1
z28w>flp*hmFmDBlLNCvi<0M7(G&@#`#dP8QfA!=UfpNUynBX<t;ebTAn&E6iCyN(<
zuh0Qy*Y`o^ST5!vj@4hJXHGbE*zJLl`p2Kq9{)t+sl4s@Nqi;~dv`=S>Rbq1*lv(Y
zIwyKe1Q=HZ)oDoeaE4@Tj7ePj?|JIJA&1)2g#FLD>dV(`-F(MkFS=<f49Q(xnjL=A
z-hiH0zaMq;$!sbLZ%ey3trAp!%t9uWW_5)3p~UqjLo;PDqL0y9(o`(3;5QB`Ilz`W
zpKKG=aB#j`Wbta^7S|RR>w5<j#7tRwgDY{VbvqukH6_Sc>~CS_kewV1zcM&-jjqvs
zJ(_3ZwS=3&mX_G_9f0O;6Y}_tqw~bq#?)CUI$p!D_Y_?33Gl%>dQ{pKn+Sm^GOMHM
zYk?ncK1ZlIh9KfUpwv#fV7O8hb3b>}tcWY!{we>s#dmttt@gZc0(*^P*4t0c%uw_c
z&1Fii9izT>l@$*N{6^zwk7Cg=P1hkURmYc#uSuPCRkv%)`-4o&04Xxx#Kz|60KDgH
znTiV3V<>t9kQtooSR1azou#uWd};H(P{U8#%_sKo@d`UZ{7gmg^QhC-fsy7$+w3mz
z(na8Q&ZQd)+ei}3^l;wAIs|a?1%y4vVu^tE2UgVb01a>5gG%382+m$JqBN&yk-<V)
zx7*@W16!(`aB|Xmzj{R%=U67Y0=cC2?+w0y#7xMcRjk|9o!L!!b@BCRhPfpHeM@cJ
zf1>38*PHj90w`nvyyzL<R{PC9xVP6*4fhcTx5Y}yXQdu_7plYTCEp}Z^58SIu{pEF
zI$O34>l=&P@oZklw|KGSM^M$+1z^|>Q|J?;sjnO5XLlpMQ>g20C=B9YsAHGtF<1bq
zHp6k#O5-vjN^{yBVqwZo3Lf_VP|FnZAfVnZYNvhrRuwP8=4DSr^-F1;A-4C7E}>(L
zxDm}o&7QWmAT45&B(g)|obAfzG#c!1v@>=~Br7Hii(#@4){i6RZQ8Pm@N;jvJprEZ
zq5ZP<Wzmigm5)E+R|{d-1n#fyp4mVo<`ws;T^E#vF`aGsfdp`?G&i4S5%abEBen~7
zQLbkQ=}3v9?b%G@e)eZ1ElgbFI6X$F`rM-{;?4Wz3;?%_Qmlq?GS&NHP>8DPW*v|U
zCoiqTsl=ueGB6rAQ$H0+f)u#lW$q4!c<l1?=Dh8WE8XKU#;d%C{vsgEgo<|SYi29!
zH>*oY)K}Ae-q!ZR^vC9wS1I$t>19vFQiX0+q_j=5T4f-&ZLkkIxH0NlYcOjSF|?+C
zT?oFhDh31^It^vM0$zrqHa=GqheG}P+v|JYbN0ajDJL{BN=xp2#LE%ywQr(Ru3hf4
zNA45h^cGf8_Vj}>jz$Asx8K+24pNCS7A`){a)k~Seuv-l=d7?S@&W|`mF3RW=HH--
z?q~$~e#!%{)}~fwws)jUa^VpY;~1bv0H&Y#SB@}^KvMYL6YsO~8z_`w6nTOquN0nC
zMonqAAnsnUA=IKQESKkbW$C&b;N-WS)Rp&n4tv5nq*)g=H6opza%5B=^w&@<0?hm@
zv9xzb>;`KQ@r_YO?}z3Hyx;a$7!@&sBZ=G72fI5RMs5>tE>`vYbyC-6N&#_tIBwKl
z=ii6G?S6u4{_>oJV})5kgDqJ3@)UNax2ZkZy3MG)!Ajd}!>khW#fbN18IOZL(JyHT
zgu3%nH^NMX=(W)kG9gLg?Gn*Y*vR@_&03CqlEv~mDH;ab`I=hd$li;ZCfRczufzs1
zJ*d1tcH8-Y{1jT3)V>68M5;ZNjbi$w84<aW7W}){(J#Nb#n%rP+%26>!Q5XDy<8FL
zc`6H~T|XN(sNG{y?zQcxmqOU}Z@5Pncu)?0Y3*gqq~hIb|Ga+w)KaAzgN=na=wQxj
z87m3@hC)`oB!uCa4d&(AYcv)NoHimm%Uji<&!-<<T$0&8ySdI6R~!i<=qks|Pm>$u
z>!vp`!oqH9KI8pvhm$r&a_g?}P#8*`%8;PRu==yA5If+n8c%-KRD;L@DxRO(-*XLM
zK2TU9PM)JVG>77B4k0mySEXJ`H)KYcI1|3J)8=E|95pa2$tRO`niajg+3)ue+DSHB
zwjrStP}P=0Pl<XVGRfu51#q%pI7|o)_a@iQmig22SAIW^;XSfL{g!LJH@w@5lf$2u
zZ4lh}PDc)-Ai)_8%`BVbsN%~kZWko2|JHby_T)xhOOP@ivfeR74?Qz>x^LkDMqQRP
z%AF;lMxc?@yPb4HU^tDW(mcB%Eh>Ja&0JKXd8Xep*y<eN_qwhv`TOqT6T(-Oa=TTC
z4=V#9q<~~$Rn!;8!*{Iy;8<1RaP8xo+HPSU98<ow^<&`}4$mz256uEV5%V)=Y(lMo
z?6YjUn4-AW4gjy`A^LSWQ5Ujhjv@W65@Rj2ydq{fQ323)0&zHT`~GP>gi{b3xwSE-
zVEK6pQR}6=9_@{z%I6gru{un3PJ+R4jiE<O>fQMeh`6*!RzaGW@Z7+3h9j<$M9W=6
zh!FM8a5rBS-9)Z}i|rv*8XX-iOfBK!W$o@Eox-1!S3(^s9_=KCaz-p#f+uY62#N(=
zJ<08t*TgDqi!OvD<sjc&o&M*q+Dgo|mQ#8jXE-cs(1ngq*Xkqt+xM(m?|q_a>dprj
zElV|TJ>{*GUi^vayc<)KHZUjI;p~#zt%}2RZb;ULdG5v%i@wqp+)R;C_Rsd*Wki8+
zEnpPfz8K^lnmv#XFGBnsY;Wj%an*dULd9sE(j$_-Yo^!MQCg*oSneIfNzy+?t+MvW
zzUg|uP%c#g0pB`OQ)9X}iQ}1gcsS?f#rYu|hPw8+csrz00!Q#0?59v)8PCE@#lZ`~
z4eqxs|Gu4%hAHvOWkS7{PbgPcL4*Tg3AdfJB8ArcbfhpK^UoFT)>T|6mn(wSaFyD}
z#;`T6VK8=1YL12!7P+g7I>McjMlDzGrXdptEK}<$<sGiPx72rr$c|nq(z;DXINBvn
zL+P8CSg)?=+FZlV9eeV#0<uN`0~mx(*ZF%51M&O{ZG*J0x~-19qI*VOM@%S+<Zhw2
zXJ1rodUvl5W)Ozp5P1lmET4dgULK~k>iJ%f-?o|s`=*mPWeshz&Oj9lrtx(6P1W*g
z$joRee%?z4=2KZJ6-Q^R&hV&2hDgmdpUAup&;1&kNebjvCd{=r6;LbZ=8uh}Qm1*@
zxyo!li~kJDB~*OIT(Itz<{dmSWvL8eN?5FF|2;KtQO5kaD!3<7#PT%`@U-J5K?C|V
z+PPTY)Z4MxTzPq=I)k;9rXWL={kv7cer3(C9Ie#T(Zy+XEzg4dXr2UYN%?AUiB_@N
z-_{zSnIg$Wft;VA|0cT3(-_!B!rTNr-1@cRRp-hyS9Kbp<9FUoTKA1I34Pmq)L?`#
zEI|Ci$d<Gz65vDq$yS;VQ&m#_d35w9$v7|Bm~dv46cRq5vEC$!Sw&quiDsonkX!lg
zZil?6=z9uzC#dA6an@$c_7Ak)SHlf4_Yb76p^q1vj|*OP6znBQ@enFsPz&=n<+}o?
zIs%<HCQY{+?xfa_^2^RN2<fk?ckOPNh_Vx^&plH1HFC+FHneUa;#U1EeFZ~;K!!p*
zaa<&(!u8g86bmAjob5xU97nD5?z)8Q*op3)eb8GGlD8(J>E3SFFdj?0v6HibmaA8n
zQzQ^zLUA&~D&v6qku%nrX)Pe&BD9QPUUw44c#hF;ts3A*9&9<{++(CCCI(Ja7As3i
zY(<|eLE7tyENNEH@=#@|yVgaYkZ{a;&80$Hx@R-*Xi>AiU&P~2r&3q=OP{qav%{rj
z!jAX~M6RIfY=PZn5auIt_xr^NEK{Gn-EzuZcC2!Ll*wd=H+TJPZ)To*215tvv(3Yv
z&SBWn{UzDS_e0{bA&DYB+DB`MS~OQPRq&Ss9fFHfAAiIx)>g`2r<ptR`aw)qy7y*q
zlBPi$5^(`~0p+^D&pSGk_TL$d6eo?3I^F&ron@`<Wu?f#uXd8VI01<s;kmgWDF^OZ
zMuCHRxl~zpfR=3|WIyNhtKySM4m)k8MMwP@zM6AOE2y#Zq3kZT@3^?+J1fN>zVI(8
zADBN*pXkr8OTi>-RD4$(A}OX6j~F~u<>7-9-AR)D_(P#Ij<3(v$t@=|2@-WGl8nnm
z)4%<VUM2Z7btopzP?IF`6N@Y#B-6)->F)d$-^`I-OGJ)H(A(TCX~di9q5V`~tnLnr
z`}xEywfn>AlX1LFQPW%ZOOx+nqH|l7x{XC(uh;7J__A-F=AuQnimxG2D)7kSb+8qG
z5|3y3j%jv_ll_f_|B>keFV#Y7j6&@7>~pq_m?_CB^@$<q`}KO;hrXPk|2_QqJ^_`k
zq2QqW>yB|{7;606O_@U8#KZCGaUMm_>E0dN$BWRj)><h&>Lzl;{*bqADV%^k9Pt-?
zmEiMbYVF^@Z?>3sQkCc2op0Y6@_O7)j|@a<A}7ts&~B%nOY=JMG&S1I{Ji&uK)LIK
z&Aqu$m1#gLnx9_QbDyFx8Cu*PHYhZs5w}jy&F!w+9F8ecV15qxto#inKy4>^zKW0a
zDq<E%xOEs`4!zzEr2oTRvyH39B3?l%{mJ6qdA$7X@!hVrRi7}w)wG;pa%1$DWbk`_
z-nm5})r0gbX~D=hh+NwXnPI`@Uo&w;IpONq+pOx@vnp8I3Okg7oe9-18zc4Sei2%n
zJDu->MYp`$#oYmwzNR%Vxe(mVYWz^z5Jp|R460r$@M(-777TpWnEI;Q;BZPq`xxp=
zZ2E%QEnM1`m1hj`sOp&&<LC4b4|=_`D*Ap;FbI@8pc-Bb$!3Kd$kh?caeI7AvAA5h
zmvS6LGD{0-*QqaHLa{@r)LGtow*?sHCe2_>qu&vvNcYMQNY6N7WA2!jRq(C7J@3m7
zco{(yKd1bRP#jbNur@Hr*(8DYpAv6B-pjjp{L{3K{C3O4$PiQ%LBV4}QiAw#=wRm$
ziqy;d%-E1C$_^<~T+RCMAD>HTH->|;+OMFYj4i09^MEl@Elzg(*)0H5t0scZ#2PPo
zFk2rqcz?*imc&d!vBLU?Zutr`O6P?&&eF($IlV4zeB)X0LTEE!Pf{xMkjmryj%sC;
z2s}=N<!&Hy+@V%;aJy31O+X!tU946}p~{)No$*^kBb#-ceEUNy>JXagOLFUM`4mf$
z@oQTpZA3Xo;-72cyOYX86p#8Ld}FNFT`lA!Y>KF3P*J~*6dAM-5tY|C%YkC+%XL?C
zafhZYV#RnR*f@rW{59$nQ*qn8pz(TDA1RYlb|*6ka}?rSgnOc2g#Jj)<|uRf3A<YU
zD(`#eI_?D_*+-CS2T1FQGn-a7RO3bt00F75zI*iHVYk{p?{;WEC5P1gD)@UC4}OP{
zP;5y!>wuc=D-Sfe`G7uWE-CsNyP4OsT)9ixuuia%mU3(@^>(D5qogL_Ue8R)rjj+R
zvKh9c>wLx2&fWR3PnD&VD<;yQEB<bB3(J$0e+=_c;{ps9MfTa!uWmrFF?GNNQQn()
z|B6JaY!W{~KMrxE(k)JZw}~ln2S_<KFWbo7l_dLiP%u%DCOpSdYBqQ6Xgu@~nqJ1j
ztuN`LU*}CKGl6`OMhkpP`C-NMHat?I^dhT&b}M`{vVuWn8!S~<($yjbpC}<x3?ZuR
zr}?<O{=Vgyyz~8TFw#Qa8%2+sTjF4RxH+=iycN7vKAbqx5|FS$URnWy0KiVi!u~i8
zlg{&!-j6!LCu=FTRNFRJ8JFQ~T$NtGv2)N{T9NO^>{y|zQL`2k&9t&+SPu5<dmbHo
zFBrdH;p({d-E=8!dmXQ*Mf*U~BY-&UZ)`U0GYd)kJTlJ9c0RT15nV)R3;&xEfD)QS
zPxyg9b}u<}=?{wNiL;kJIoP4S&#xCIV*NQpI70aKm<<k-y!AWKd*jrCQrIqo*0whr
z_XcD7X#=M%1pgbN$`bBkHN5J`4-ya6XEB1fjdPHT2(&zke;md}+-h1epbcpi8U(k9
zT}?0K_+a5l;l-p0ot%K7qS#?KbIT5{e3F(gDRONFdBM_xmJg{WsxNC*`<r5Zh?l<O
zNigX_%S6eNQQ~yli~a&ef1&-{jV}z7HN98Q&&XsT7qgJ9`v+3<_i0CEu$vm;5a=OI
z<j1wX!^9hN<SeY2*GlySy~6HQ=8BfqRuVD=jp;+ZvrC)sJ2a?wc{TsUqC%<(MES+z
zL73^Mr>!c-TT@RlRiG%~OO~^gItnOrd~buBEDZevC0u7qWFl`kr(C+iN(80kr&g=V
zE($|CkLIKr7<hwDHLb4|X4WokyAKI9cLGESDe#E!iVYUs^aw}O-*U18!`Bf7=rNE(
zokae3G4X?eKt|)FvaWWnsje|hge^(JST}LFE=VGDhMLHlizPAqyogPf$^prO*hQiy
zQqg^TzNK`cP9-oYTwd+h73J*#**7O+>YX;&j>PbMTvtP?mKCOZtN977_Tni6BSg2-
z1E&@Fw_HZp8+Q{gM<MCjVgZ(2x(Or*I0}o;S!FRL`}akl=~!}TPoq$N5`m^M@P-W|
zlwyD1O$$_bFVP=Pf|O}qe<He8H3(`b{yMkN@>1VtR(029ZL4CMhn%IL;L*P<Y|5X~
z;f(aIt&kGK0ZJASX_D(jl_}!fmNk<B_|KS4;b+g{w{CxBxnZcDHtIcn3Mt#%Di2vI
z8kGDQ^xPji%gX=KgWr5E3j|@EgKJ;=KFClPOxi#Q`wY2?N}G>!--}lx-a8Vmy@b-?
z3b~wa0br3<humMa7UpHr61LJV+10Y<Wu@$`mrC`e>gMT{QDxNnsb!-M4)7+gUNGbL
zJOdNZD2Az{@5AO9<S*DgiRLwsYA3o7a9g0uO>hw$#ZrKABW8)uv*~;l5gjI~cu5gx
zBndS{>Lm(qY1_O+kz|+?2YuqXm>T<lfQXuql(gh75o)KEtsNBY$auin0tBhY8ntj#
zG2EXVvP}5S#+rCZW0UA*qN7*zV3Q7V6ptCiM&T87_*{RHEs|Hz<>t=vQWS4DjPM8f
zY0QpRkndFX=k}AiAi{(A5vQav&}E|e80kxxYHo>tQBw0D2jWNnu(|p`R$e6vlmBU8
zC1Dtl%rFRa_!!2|z}PS49-=MEYE#V{jHYl#BJrn4c)biR*`K@ozJn%2!Q?LxgdOz~
zoIy%`?vY>A>7Rh8(8{&}=T)PT7{%Lat5X#?9_aK9r-XAJgeOrb+Uz~-TtI$uxtE`V
z!Dx7v3mLwW?Qf$6ilQIi^d{cFZ~5JUd}_hfnUlJQg)FuqWY5l~Wumt(s13EIhj_JT
z(ZvL23-yne_g<;)F*u>3FU^xHDv2=*^Z0L~Gmqy?Zawiz#wZ>Q!S8UVessj5HxbfG
z-oty#=Tm6%N{X0`KB`fVJJjeaO73X<=ouOBsc>M%KeDnB_5EV9(#jU$GykwdMRc8s
z&ZfFz5XHgFcVOfKPz1aGO6dKK6nvt{zwPND4^K}XuTvLS(GGVk^=_O!z*PYxz)NcF
zJIBB4SOAcLF6BXrXPf3GH%|ti%OLoApXJ&l$wsj!vnz`~p`0VNtMV$&i6@>y<yLZD
zzvH32sZu8Z<&ij==;anC4)r5{ra)5Y9{=s6ZK;$dXR{s35%*4TIZJ%IA<}^M&1;&b
zhU^_|;WVQSW;STzgI78X+ESZjB0W9Z*{7f7h$sE(8P{m&HxkJZ`P7P<lo_AazwY!^
z4BVBNnceT>ZnfJKTW`KXw6cz|<_Xj~0m*VMj=a<S2~_y!;eYDmXq?^-Xq+0G9Q-c(
z4ycv=;@4L9Cr6H%8R2vn;s+tNoFfh7H_ts_Xp809)E-3-8CE||@lig{j$wJppz6^o
zde}g#WnLrpCx{z_^b$n?4|>nGx`$Fu@XqmK>M9ElMtdVQ^h-<i0EG#V)}sr`4psJx
z+Q!ZX9z({juf2{ZT5f9NO8n?#%~D5g9vu`UM<&Y&$58*REDM;qM(}dcpQY*O*4sLM
zzBA<eB{+*tZz@C~MEk-71$mnNeuoLy(E1~i`y3N`unWya`0NKmPhv)5p5%w#9|;(=
zhS+KwH;grLj0}#+*bF4pyxI5-MbDug1q?~>P(d~!Kgj2EZYLOo`G%87I#-XW9ZhxJ
zmOK?X6Hzl4AO3bJlh>5-1u4#h#`vccv=DYm2@wseFOzh2EVtfvmVVb2Op0-x)<4{T
zJ*(XS2~b!c_~_CVWCb6lTWl@6fsuTM?oC;4FA>2d^O^K*+?plmLIRSwKi=Rpr0He(
zqp?&{y?IvEqt~)a(Q`V(s8}eQu+}aIKWWfWu>IZ_M#FUs?|vfIN$fuMt{92|E#4AT
zeUhtryH;S#?x(l=EfMrVpA02G`PgJ?DDzk|M0`7fFI4ulylgkmE=M7yQ6+`rI!q$F
z$UnZU^?-9zc<BI-1W-d!Kad=m&giB{E@0Esz$4bAVV0O@ofxnV5Y;H{ORy6z_}27Z
zHVQ$4+!*V84jDMG84)HPnWHtSH!0aL(l@A`?pWR^ObC{+B3Zk1ayk??5n4yS@EZr!
z_15WvD|f?K%%@Kl#c9llx@gS!mb9}G1K*Ic=kwqM3-wpn(=F2Sp~w$1R4=IhnhVb;
z$`WZK+xT!J(DPIvP5&qA-@Rj)0G;|Hc?SRA*k_G;6I>?rNaw_FazK}sqThkN3umuV
zN!PSdM2V=Uy55fN&M9+T<39uaHQ#XI_|mfp?aApfmpjVJ`w=RuU|p3UM$4M`KkRIr
zvWRx_VaR3fY>wy5Vya#a@RfB5W^g#E4$G7zWd!lv2LTWG*+w*OP$FK;tAk(Zg_S;@
z3?oA+yCZ)H=YLTqEss4<Q&S#`5=x(PDeE3x=;tI5MHrR>Z}4@szTio8jjyg-W7MB_
zzt-v~x(%AG%5CJj-*U$DIlm`Ue7V4~Nd_Fg*d*R>1~lrBSDy4#tt1S)7t1P)lQJzj
z)a+94KEd1<LL6Pj`Mp^jP`t3;E$ojZR~x!sIjkI{636{s4bA}nY#T*C{Kr>rwAkC$
zT1g2H59o?Xp5!LyBAou;-xy7PpgnK?Uvx`m7j=-Feqf>fV)Yj|ZdSwobTOOtkG29p
zRsiDQb?|S$*`MKzpd&GaKbIYY+|v0vJ9xdT<JJQ(hWiVQu_JDnjg%@Y4pe@eesOnn
zSO*J@uZ1{i)bUyiiKS12<&zfRolPHDqZ_*H5+nw*)%%D~;nJY%J2uFPNLKiH_R-|B
zQsb9*={nE8p7vI~@t@m#8SOpejLi#%L@!DjLkE$@2EJ5pUe*akm)g4&vm8ZKUAWNk
zgmgAG!SU63|8ha%MB~;;F)Qz{vJ0o?@0b5)sOc78FEiLHykGQN#ZyA8qgPgPwqBD#
zQ;DpXTTa2^y<fYsj)8%wWJDB2T~`XwtRne9<LuS!5U#4PQNDe&;YKsjXITj4Ia^>+
zh_#tMJt!EKED-<7$gF9ItkG&GDC#;9(u|2_tx)t;pS3Lf31G@9ON6RzA}do9#NLDL
zA*T<ses}9w83Bp7u_fp3&<Z2-spn1-ot5e*>nWtHjKuWeC@AL%@}m{AY++L%8ryDT
z(^2w)XCac)EGD$B*K}gR`m{xLT|LYx?9#-hU$DO;HI<vL>PE<|eXA=hwcF_{{Ck=2
zE<t;Zg^k;;7?+G>25EeB&WMsNa-io8d`DqX^qsxz4@wjM9!D9Js%@~MEDF4is8sXz
zxFKiCQg^ufxf{FRxZ<y7g8YqElv6RK0F+`Bz%|s$R~5PeRf?EKfZ#Xf)gLE*QN|Eo
z=uDB4n_Gv;&fg2r5~K(c;3zeG5bpc*T?a`P^)+3j1+|pO+G2o<$Gv!bMRCMWC2I_u
z-qr;dRq<G6UuqIm8*MHp<PDQkCsGwkj}?jzQwM<f9$%i^_-s9cRGyZXGP7#9L58Dy
zEWZYNIR??#0MeO|GEc%`58mAqvEwR2#rKr(P-{dc;s{zNk`N+xrp&U!H<P~N+M4x;
ztReER#<|y_O~KkV>Wfa75LjynXS(-6(z{&Y{t0qhKMfPG^H=RgxQeAD<rLf~Yf+)^
z!UfC2SO-7*>Q6EQNDm}gq#Hi{Aw$HHoNTFIe+X^m9I7Zh6I=Axwx?R2ben8y162?1
z2aM7Vl2O!dPB!R!O5y<s<x=0`Rr5}(b=VRu?S+aHL@KP*`EAhj7sFtZ(Xn|O6SS8Y
z;CMo7`;~jy<*7RyN_r;jniK3yS2CE>J|y`0Um`nL*tEA1j|glbU{Hwdg{1*a1ZxpR
z<S$vP<cvRQCeHpkC5al+LUR}AQi)ocgat0osNroSX+G})5MliXY5fl^SasR6!#QXD
zFQ!ruCIS2Fm7~;n{4flFLbyEv(*C`z)azxOS1)dJ)dO)IpKT(=L<xnKr^_X354zt-
zyQ;LY(260+SfCTm)I*T-DMWb#4?o!ddC`Yt{jN$MfD)4!vH;~58O|#uFc3#)yZm-m
z0P^$Cq1hK`JqM<1+O!p%zS@=@*qf{0MED~y$WO;u5qK}f2Kr4OpW0i}1%Z>d%0JS@
z^;>DjQmj_UqW~T;G0FEZvQc3C9b5%{5113m3(@HgXbvC7{S{K9cMvc^wnCX?C{c(^
zqxueHbL?#o#r!mKe2;!M&A~v=<MV^<`?0&HK~j`5wDMVVKo(lcY>Zgm5Xuu;NB@v>
zqJ;fYr5$CeqO^gCvm#jXPogWO&Nkvl{bBTe@s(fsx<RuwqO6RMrB7=%L{n3v9CuaY
zWq6_xQe6f`MW_M&;;}S=xI)T=VHIAp9X%@<Do5<nZl+`81x<nzqbDxn(4zVA*_KQf
zze}y+OsAs8ci`WasT*kvg`~|N2~s2GB9k6}qqQ4~NB11$jUVEEn0h#~DTv8ut{jU=
z7fzgY%Jqb?5UnW~Sh)M@`spgJm3+;NDp$&pw%);b`_4;b)iyCg`N9Oo380^!BoP}G
zgO;YS?7J!2ABlMrmHJs>L>r2cPUVF{5^i+5`AMWz%g2R<ecvUz5M6|n+5EGg&<AM`
zH(oE+O_0NE_s>_n8!)LUg)W(85KMyltjb92rSDP77D3P?Msc`J^1Le+($l79X5eW0
zj-tpDvMc7t*St@gQByP<gOzA!yG6z`{>xS%aa$yYm|!Eg@1=TS1~cg_A#YD!1`j37
z;}l#CDWbKt2H<Ct$1C!|&123x`U0YwECDVf_jFCsdOu0PHy0wcmm@31+vBZMpCTP0
zk_v&mC}1l%#zoMfQwgOeK_5CFfa2)yLiu;^hbUa^ngoD4m0L^<C#ZekBH0Dtmmg_`
z$Op625p+xzG(OhBmaE^LT(syvaofTAWsh-Jcu3i8jDh#Ae}IUTsx}|tZ&Z*kR~&*l
zg@PE)Knwwi<#r>rVyh=*yARQ@McS(c;S{aLVJB~0HvqSO>7@PiT8Utgc#B$^yBQwR
zj3(VzT7z*Y%E|Cv&JPY|OSFJ^l~VBXQ~rah17$l+H4#yzzxwQMSb}tF3}|}8&UyON
zhKZ|WNshF%0iTb*hYMU|<VUazf+5tq*um&T(*bOd)3|bE7D^P3H(5xDB&St+N?!1i
zFNUsbJWa5T*3mtE?r0af(`m%i8+yKEu=g<#ulxWBE)z|H;t4G|Gsz%zbYgI9MdJ9A
z*6x9(Spo&h>%KcF??(2bwT8#13CU<Qlr}Uhg)*``EBMOJo+L?-QmCObH_t^J?)>~v
zq@tEUleo}*(VY|+h)u;q&`BOW06_d($f(+BiVhFq9rESV+uxTg)AGDmCLKWy6yzcb
z>T-kq<6$b^koik|s*^j#f5<#T2`NeR;CD!`?qh{^2(?b|VkP3LdB_Tw-)k<JObBRm
zYF_;NHQ*3;zS7p%uC*~qM5QGUyARNoTEWoIMA(C3%-g-=Qc-tpfDNurc##90;cAL{
z@Nzo768e@y9pTTvZd|;nyts6;A=+2>8pg9Nxfp`cLN*<m9{Tb^7p(cNG}YPY&oSMU
z&inIVC_1!TL(}C$siZql1cq$Ym(B&{G>$dLUxbN<e$Op#v?Su$yjVwY&SKzI)!uAa
zpH{CLoiJl%>?!1XGQItz2A)c9s$}<CigziKj^{FL$^*zLdinzl5Fx(QWL%j>{;!TV
zfy&R@f0L{0#&owm_3Zk7+_j`ux-3NehZq2c=I*^pLJF>Y3ZWPe{pGQ`$37rYyr;*P
z_gtnsNkc{xnTgnaBsxBXAV+9JSeh>_9jeVm71L^)#H**jxAB@$uX#q}K(}c&<m-=`
ziEF%HxvC^-QEov_+EcIfSePqD&^AR>-SMb)T%D_)A{(c=VwC_gqjlK!T;5h6@wqq#
zz6$RA0&MQ~l;?<S2NvPII@~KG`WJ8muh8=wFsXzBt;kl;7y8vyzka@Ys1ay7;vxDG
z=`D6S<mN~H2DdI@ISTeVSwdH6gq9Xe-8{}5s-Rbv1O>On$15+&EHpQ%o)A_ng%vo1
zv*eRh&?dDUWm=v(j>cRVwG5Am%mS<B46v7SH=>x_vq3DnE}Os%ARuMJt(vRf)SN(}
zJ~tr+TW`&Mv$K;_^>f)B>};HuLId7gQfQrdHKEYo*)YHS=vn{|-GOGS1^xadYJJ<V
zQ?atb-D`;ZL?NTy5l7NliP~CXAuXddT1YcX!+8Er5liuU$@Z=M7tj51vM?Bwmq)<B
zwvKJkIkQIA6fsn(cp6J)q(8;Y8S3%y;Ws4ib?2izSWj)Dvc(lHg2b7lubkv^6#epW
zdZ3&_aX%M|LC0XfTMUUjX^?UxqHV;rBO{q3k{YtuC5b>=u<oYuUq8CLgN)(16}kQD
zMwRiSt&m*El&qbr#t*mx*_QrhR+EBB5t7Y-EW!$nLsa6)ZbcjN6X<wWMkivU7cGSo
zwHihh!&`j6JAlcelT6EwJcB}+Ghfy7wx})5>&Qi5eYonAt>TjXe!9w~^8+^4Tl!nv
z`?VTkQgW(hvyOo(DCQ5ARw3?)Mf9VA3zGZa9QZm0kI(}ubjuFh3Cxc<yW*+)GzhL&
ze=bD|7;&BUt{l435o_vI7{NE5-qZ_mj~sk^;@$X&Sr`Bv&?rCpJgQD`2x_O&)Pp5R
z1s>A6N0U!|^o#ZjC5@LSS{^`-=YbgzxV>;RqW>?(BE-`OmwdB_S?AGgJ>9O5E7O~&
zMA<e^*|D8^yJI9Kp2X3OWg(fpu)qRupxyvZ5CwF(@R1@6&DBFzgX~NrHj|f1EulW}
zrqCOYyVaj0Qaf2;rC>$MgGgtrg!y`LE!nAPZIJ^<#tqyex~wh$AUBCxCN!@Mx&@VD
zzSmYK8<E}&P>m_p72sE3kzKESr^>>ojHD@Mc_<bF*p**i0}$m``aAwkI|5!)RG*12
zhCHt1rIKb}j&#i)b1Ys)`JvOWl{BFm%~H(iaHAjQ6Oto!Wg;xvjMbe_iD?%%4~8}E
zL;A{B(doAcVsU<$q!6I!%#ITolXuvXm90-CTO;<Ji5*-@Ry9surEh?gh}wY}!tYL;
zXC@Tph)_;1KdP)KgqhS<pO!D<EFjrU(MU`6{N1(ar0p?-{u-p}apNRxl^?m^&Bb%u
zIIinlb?J?3Exb3Buiq^7`i8O&@L;uf3(4c&`ZM{mpx!cbjowG6-o0iqks*CY#;fKD
z;j9gu!CCkK$2-vfJ_z9fx#X#*fkg#kjCnFNHlZLrA`CW<1^Qe}s(LwQL(5<=#oq@X
zwMCoRBak>i<z2~t`8;ar9iv=6{0zvbcH#e|@m4zPgO4~BHj3ar9#WM$I%r_HU4Z>;
zBfN~$5{cx$!&3!;?P@-xxYPS9M6&We;<^l=Gx9SyJwNM=TQqUO%Lj|xTJ4)1B>_GJ
zBOlP$5EYs6qa_zoj!^GF+YvMUGM+WBn+Y5jq&kR0)<lQ#Msd=Ho`YqY$X0^-NJC{W
zkV;K+<cF$1zHECfZ~p+$Nka9MTB*;?xvGNRi8+xSroW<P5hc^m>&8-%$p$G)f5UIk
zZi4t#%5RhM@w?8q6)q89#Zd4}dvxYKx|G8^QpU1jQnvUAjTz{P?(k*pG_e_KC0%a~
zfLhpCeAa_rv_SDG=?&yS+SU<%R}0X363CqFi8J@(LhX=rb*A!!IQl2(g?O-!1q1(G
z|6`p5B<imDmK*_v@O<P>V;cV0;!d89zcQm?1u9FLB~?U>9M7qk_Bv+7&<^bqV^LC|
z^chamD)2~NAC8R}DAiE~@@Sql>Cb_M9jsuF+5PnEdl8zt(FwAyZOBFPpUJo%{#Ca^
z%W1bh)H5vMzRqe_Pfo8;j;qo*$ZYpZdrK&;>%SJb6*zxrVtC46E;P4{>-2b$o^XO5
z{}3;qvt>gNh#D`T6yH(%OkK5J|2^ooO1r^niH>*2PrWTOj>t=#f<3$tSP=J)zAVOc
zLH0alYP5%_VlrMqepisCh`5>1+P(jolH*>r_2nLw_BOGf9p@8Z^tY0mpPw$c+beJ8
z37()YfXXxstfiI*FMIW9O1!2hhnWei=(PoBZvcgG(L!R9>@|^qrW>r|ADYxXP|2L?
z1d>REE>i^V7Vmb9I{4TQongb=rVS+I<jm}FW$*}EMTMB!&SRC0&YS0EpRu^Cgz8=y
zEhAHic|ODbMN-4S^gMQ`ntxn6)WZkKQ*2@I^!>F7j2q=HJg(k`9%IK&%N2D>$k0~~
zaZD#ZLSH;?^8J)F0W}ej#nZy&Uv|KeOxblGpp0y2iMkp}>K>-WL58<>wVUFJ^Bs}g
zeUyE)nVMhCW4=7YIU6EqPPU;?dX9!MO%3?42u0^XLjR}WN$@GB-^|d59NTd+{9)E@
z;UuovaaP7x3isX~{U{cG_aXU8L+E?14kWZpSD#4o8-B9#*(6;DxzSX~AlN%R{!vV=
z9KI(qNh`(UaSdd07%C-SH9lwnI>u@BK{p&QK7WMHx;ts%d@Uht{koxk6-!oiu<$e>
ztv$1<oJ5N=wL`zk_lEUq4Hx`=OHFh~t5G!~hW18Ykmno-3*+g<%_Pjrt1IIsq6(VO
zW;(taS;m?Z(N3yA|Fc+KpcU9X8WVs({ebvSu^=X(R6Fgj=)gVXX`y(A`9urd{_d4E
zBmkJAz|t-KmivYn72wG3+te)YuP?qwY^%nU{Z<3-5fMCU>lqbQSD(R?^CU8y)cAX{
zg%Rbs9X$_reda+AwPR05GXQa5)^2VP7EI~gGUSz$*P*kkaZofkSYEB~Aznhjl?p3V
z!7<FU#A^Zij)>T1N?9Wi>dexP<(Scl;n_9KD>Us}gh)!o=X9acX1<+E(#46=1I%Rc
zKm9M#{{KitXt2NFkrjRHzJ8)M^6mt8osRc-fP@4`cKr#T4S(StNCe$6=dyCp^T$zx
zZ4eF@L=t5CnBvxxHYS~2vel%CT+Q(GimgWFu4dfo^KKpIA<bqmV<(q)?Nf!D$L!QG
zznq}fX{9#&-?b#}my9gYP!luS#zkeQVX1hXU>RD2^wjt1X1_|6GfI`qqw*G+G|}`G
zx7PJ8u=Tu)6Rc1);7Iova(*j!1mu#qH#$l76pcvL`r86Io})Y<NJcRKE}xKt_ym6|
zd}ye}#vpzCaV=4UYP+34Pn|esL&WisLBR7{#6sE|Mf!VDSuPW%jEO6<j{2Y;zN19;
z3xi79HH#V}ea-c4&1;flw37cLbDQSIgog>0yw_B|=uw|S`GnmH_E*0ukuR&DxQ>$3
zrahx$Ma_s{vV}TUVLv|okec{ic3h5wgDv>E3*rbhyCdi^HJZS3F4e6wEuSeO7Qm~$
zGgYGm3YT8jmI`BVgyL95m)^>j*pIf9zdFlUJgq?8fc~E>560q0MEQ3~I%pq<?q_lP
zTIqLrjvK6Q`te$q4Nbd@S{(SO_z&d?Q?_rHl&_HcwuD(4NqMzXUkk6yYmq|wc(N2-
zAujG`ie^O~qs&TXIl4V%n~;b2BijK%b<!HyZ23=7aBP+hCpX$>HfA%QH_eM!bitMp
z$JUxdjwD!rKe{rPjpBoJ&HUS84ma+IA--7VP*U-agzu!)9a?`D(-nSI?ET8l7i2z8
z^p=cE(F5HCW_W@J&<Y6cKPX11S74LN7GGM%#UbIrOwIKfZZu78b#>n&!17i^fOy{X
z`>Cu!WtUt-ah&ll_GV**tj>J=uclQh@BnPP3d*%_7q>22*jg@3?CKywt`&Z$*rx><
ziDjq0kJ_N?*`AN*;m6>I$=E`4C;^u~A@teQ{bTtKDs@XmSSrM+d2Jb&k6J&io7ax2
z67}_4-;#jvYMGF~$g&@@)!k=mwf09#1`HA8BH$&xuz0>HaenkYV<QuS<bNwzf&307
z@3rc3d}Tt^t7DHoL9Dxc^R<vsS-qipl!gZz7Qw_wJko`Am+Bp}qD`}{rkVn$LMzd3
zacw+yrHV}agQ#evgn16$>HVM^##tHUhvquj?NnY13&gel<m`)2ug8z55vN+r4PdEz
zV06#(RAI;);E30Azmi4Ck>ivh`Ro6*y{_UcfU&Fhl`?oTkD3u*Dq$L<#z_n=P<zaP
zmM?scR$Eyw+sXOkDI^PIwWp*!E){!VW49Nx7Bn!?-7`Iu|F88cfB+!QOez3iofG7=
z**5n0o2-jFY1`)ijGp+dMl+cAc#wTM0@qTsiU%|okzQu30h{yVN-YT!3!1?O#&c$R
z$~<6Q`-s5LVO9blz~aOe9nRGsJyK(M^Kt<3YvJA+qNTpv&$VTmi<Jb0b+ep+W=CU{
zbN6zQrZT_i=uZ-j__&qVdxOa>>aCnh1gTIc@(2?-3Ek#G`{V-K>%dBt>~gwa{o24w
zBhX+s4RwBYqwDSMjXF0gp+2jw?ECzdrY7q2v;c(j|61MFK&LQryLF~y<&KWfvOkZs
zW?BhQLZUW>Pc1sZWl#lAYz5JNfY7<F!6F3HA(ZP6hU*$%KVp_vJnz<;qHvC)^F^;0
z(a+4B;$cuYHp~$mXH@a^mVSGY@kSnnb_&oyOh~U`BB254qa0h2Q~txG`<sgMnUoQ%
ze$ghx=<%tKogss@skFK=F&`qV4zCEKPw&dL4YHbvriHR5ALOJk@c3}7HV_<7kTVju
z&2#1Z)c@6(9s!Smm1qB59AG^_qa*;RdHv{mPaDiy_9(We05gZ0UTJ2RefoqZ1gn6D
zAVa*PVyi?pOuSeK6is)ICtfdpgZStA-sBL&-tHCe+ihvF(s#5O8*8e=<kQLa9x$u)
z(W&N=G+p2G=+PzT(j;9_>3Wp~QI(nJ@kCP<oow1T2|3;Gkf&$WyPOE36<3Wcec?{3
zSaadR?oYRcWE|1{-1=D@Xe(nBG_e2tnd334A%UVTNfG!75$;gw6Y{mW;uG|AX<)gA
zA|9Rz0`Eh6BQpn@&+iZL{OAL)1S1pJ=BA20G{{{DFhX(Ow!dH{d)yi95iOFHgvOh^
zye9CanU_w*hO(h&OwiP&RLcey2UW|bLYWqIkpt;Z)rj(pFQ=*AzaaEm$d>4s8OqBX
z`aiUaS#_y~WJj3MdymUlq`P>v@GBzt!o6EVlQ8<5ZqB-@Xb#(RN>OGov|u4pB?0zZ
z(oNr>T@8t+iAra(Gc*eyfeB+tcwYEdHJj+?yT(L#S__;713w=d7gt65sCgx0Pmz~`
z6R6MhhRuW<8!I&J<x(k=uK4l)(;h&*&M}8rh><Qta%AI8CC$qD%NFb#zbQ!Cp}zTH
ztG@*I+SwUm`o9^#obDfoBXVtQUEjP)luxCjZ`xkF<-LH<yl>fA#Jpx<|J@$tc$tQn
zK_nc)p+V1$Y-LB8Gypw?*OGs^P0v{})Gv6d&HXvojGa((D(9jPnq@7jp?bH}v>)N)
zA)3&YDWZoO=cYGmHK2dmbx+mRsMy8jr?;l4_oP@4ezCR>J5!XBjhfsHGd?ZMBjUQ7
zv9sZb>A==5=;&EWWYjo{>pQ$g>H2NzZtFpV12#Yi>O?^vj~f-_2U26LnvVOdNY|Nd
zp6iTw1(JKaQ+t91o+-{q)I>8TOg9sAH3X9_z>PP@A}6Giie@$K8on)lg%_DpreYxB
z6I>ab_((82aa^edRjRfHZ3}y0b$oz6;#Ny+q^<;P0HQOx6`GqhXPM&bm>c>$I!3lz
zUY2#|ggM<qH|+oFD~<9YBU1|Z1s7xq{oZfK;mK3g)G#RI@b*e8^26RQr&~8y=%)YN
zOCBN9l>oTL<MTPnq#bjGklda3;2&5$&JbG*mXW6TINrd<y>F-dhH851jy03X38lBa
zk$8s~?{weU+LVC3va=3k$11QpYpzm8^@X%?nm(aNSs*hrhM0t4lFV((-0JG*(Blmt
z_=8H-<s{g}g!>6DBgN7qi}fOTWcW&_(z1ZQRfD>Ii6OF%IY>~+Umi$&b?n{Oi_sMC
z+!Ahp1W@$+mXHjYmX(=_hkZbZk`bSo=?RFDe&7g-IK`AOA)T)jCH!$JsJol~%~M1T
zxg&Hg3QU9~xA^1#koAtykw8t?Xl#38O>EnCCQc@t*fu-1ZQIGjwr$(Czs!A}_g(jX
z_h<j;wR-hARj2l@UA5CzvERrDB=!$UWRHSjX(A9!Tr9XM<v;Uv2C?^eB1vY8C0h{=
z{y{N}v_p5z|7ZvdLXKc9hd{iBKWV8kz1!XA7I_7TldOlfkGSvGBed>@I>NK~+wJYv
zPmlg~e!MRZ*c5u-1Q%zy{j?*`*hv1K+)>JFf@|T#xX9tl))OV{Qzqq;bI0?NcCBK9
zAEvJ@591f(B>GG6h1&pB7?HK3LEm!lrC;24R-P?(wKK2mSlOK#Y=@(7t|tW=#Nb|y
zsBMQ)1vGsSuq6nq{}>^$<XFsA<@-;YE_%O%4y<7+jwoy5?}pyLNo$|J&q5(M|05s+
zGy~+Ihis#YVKJ8!=3KnO0cD?-bf_-c4Q$ne{DrGclT@2mTjBf)`2<Cg_94c&jw2%g
z)tKP2#;(Q|N?uNOyI|D9tl>{u5J&=GUD+tgdnpzp;DmfJg@fs*w!eg^-?w&Hp!d<4
ziP6ZlUixY{*D!~6D_9={4ETl1vN{g&PSNL@Yfpv9iR2dU{%h)K&KaO7!gPOUi^nZt
zTgC*hmY`nK7BndSMhy(Jt!~xR&dI~)TEA#Q>kexfw*bfo2^9%?tM^Ab>E20H4VMMs
z!s_^iVgnOd;V@cVX&4OkX5IMAkYWBxu$$k!l{HmkxTPFn)(}ORu4%s4&7qPG3XeOa
z7e%^&vpQc<(UV^MW&V%Vh$&&wMfeZsGRQd!Ihe_R>soDaT6#p(`CYfxJKFoT?<~l`
zL!BH{?U`AB<bQoI#ZC8er7(w>GM0_Fep_}To`dRF?*TT01iv4Dt;tI|xPZLy{JT?*
zhp7?Gc5IjP-bthB*u*niWtlhtNB%=xtv?OfCgN9?_lch;>>}+MX2j>MOx{MY5_eGc
zpQWApd|}+vo0XJC6~ct#C|!ZJcMQBjgVyEyYTrV2<DQ-2v514r8Id1chYqe2S)P$a
z!Z-t$hR4$hY{*oWvx)qFLcQt8Ev^jJnFBE|4MmoU);x`nb@5vde5+mD<XD2^N244Y
zIoplScCP#9_vc^ah`&seCEw&W`I-s4Cfh93#fT*;*!6R|d_h%zEtfep`Gs~l!QG0X
zbk^QTspbpCEYY||ZIlM~rkbyHyxwLC6kK78$pDKRntj_}72av?sdPH!lRRnN#wtph
zYaczSKU`GIesY7-YM36Wo3DM`*l~uwd+IjKExURtI9zpCKB8b@Me%UR7cTyFY08!9
zN8m@OS^VJ>Hysq|*gU@C+9*xwcDE!@4~C7HFz>waA|{-UMRNf+N^eDaEOXa>!i@dR
z%ErD35t-uu7v>xU&nJ9b4}^r)vTQxQw8}SK@|n7wW0^`iLlZNiXxtb)|9#@Y?Argk
zk0?OAGxkMpJ2r-cNk1$=YLFD=-Mkhb_aJzjDk&LF5V&};H|#9_TbhHV5$#%f*#MW9
zi+CD>7FR~qs}rkx|0pN$)@F{Gh<nrW@p&6ENhp@Fu}@F0t@)|QSkBz&xVPR7yfZ`v
z20Hg(42tNkNVmJlW8Mh-ys%C}(ic(hBbUTlMjbAJ<TN`tv)5MkI5+Og?yyJLGq4;<
zRH+?|9Wr}$4Mc<(^v6swbM#uPM72r4-~jhwm_E1auaG+gX4v{l4*-giu;io|8m;N$
zopBBmc3=xRpWoQ&8Y(uUR%9*{>0Y06sSeMU;4;L^pC+6btggX=&q;04j4=v5&+|46
z5k`w2m=a`r{P#_2s*AnAK5ds{4-|WQ!@HnAvW63o`@7$y+8L#h`q9>AS8v`sJstKo
zP=K-(mopnDp`A@~GvIOE`14gZLn49>NN=x=`B-$A37I)wKA9jJU#5VkdpU-mtar%B
zu?#tZ>pelaJ3nV2?xb3XZP2gY6zOdhjISu1(nDr4BKVCq7n}7XQhsEn=zVKpW5?v~
zc6|OPGEE>^VDEeMM1kYBwFTf}5$hi5jH=%2_rjJy+361~y~&N1m?kl=3eG+GJvY)r
zxz&srLVAEADxk{e6oY>M&;h;WRCGC&Bz1Ng(7ZQ-uGPMgK8NwFSG~Mh;4pQ>|I8o7
z9C7^60;LI598tc3k|So2y+$nB8=W37et|*yE@a&sNd<NnL>Y?4WbR<pjR-UD_Y!5G
zFym>vcNfY$@fSlbltYBa)+$q691}63t~qtu_mga>?boR2Jhc?v_wG~6+owstLbx;>
zpM4t|68ii5l>><SdBrPZDc>ffl9R}hPO`RH<ZzLlKwWW~d|@ME@1u?|pY|viVOl{s
zX4f>4-7D^rY)s;gT&UpIs-ac$^Oj?UMhU*Ez;BfYK5uTqZ^(SHwmu>(r{)f@QTy>c
zfLI2R5h{#)2f-i&Hdma=`=N7T=6laY6c`mMhMk!6T`S)<7*^YLIN#p$!G*KzJV{eK
z5D8eoMq&cmeMw3%j;%}9L`V&y1d&=0G8g|T*%gs94)3-8OX|=ef^>}G9^B~d+3|2Q
zhV|L)+;*b5(T9Io`YGt^N_t0FV}iwU1AqdvMU!PIB)##q-9yUvR}ZA}UX-D~M7X!w
zx&k`Ms4=~wae{b0W;d`<EExD(_1=u<i@&O#sVY5P%y~_DlddKKKba)QGi^1FLF#?L
z`68*veYU@wGe&5#^%1fz>^m^a()7K7-1<OpJ+*;wB#_Uc`#6UIW_xfr@4`+j(FALw
zn9g_L8}BKqoep%_F1ZOcD#0Qnk=So=xuT{if!PGl+QFLj0fN^zXCy}_s>R}fM{GQd
zoy+1u%@xyN3_)T)l@!iF33{e!pp7B^7!63=fo50!*~r_a6qc=IN|KzZnVz+c=b05R
z6Ny;<sFwnec%+~3{rsx}=UY*aQt&2M^D@LFdukkHgkPv7evZVZYKa*l0y}ks0X3^J
zCn6ASf^Eptu9&*eLgXM`z)KZyC`F9jS4lFk`RcR)5sI~b39w>PQFN}trGI_FnB+t6
zu>TOm+fDAm?~S{6JHd_0&eQm)N6Yi`1@p=l_+Lu3%m<*3@x%W1a5?8dV<FM=_ar%t
zz-!KRQ~@QMX{NGB{Ruzw_^&^BJ+-pzG(O?phZx>~Y+fL@MBC{<Nu9y8q5o1+8><wf
zAF7^ZHhITrMahg{1?{mRqXvML_!)N<$VMx?!JNx19%m+cR*sly(lQZY%Qyflgy0?>
z$*Zm~mfq&_q`I)C&LQ%USr(mWVZdf@y`DN`rDMK%f>{gb)Vv&v&ar>F+QXhev|;k`
zRQ>9FCgaaf&YtOuDhW4A48HMrrhD<s&Z|gp7%)4M7NU-w0)s_#p}zBfbH3ViiP7IV
z5dEB=aMh$2lrNUbZ=y!l^i5<JCk{<ssRY&7=0YBZ%y+^_vTE0YLYhep{1IPa1a*6-
z(F_j#H&QBj@{(;x*uOlJ^Wx(vI4JninRVND&J&Y`9$Nye&o5~6?TOAdrz)q`#nIAo
z8)WqueMzVe^~WX9@$zKZyR{)4+;yy3yUoGy^RXF$A&>pe<MwnW+dL+dgdj=BR)nU1
zzOg{9j|>|)XJ~{{Q>Y_xPE=3YjM1#)kH~+N-1-sX0Nnr5K%=<g2t>%CDHo!oAi?CA
zF9GYsJU4cSz`J%WOm|S1C!%i>j}HB9aX-IX_Sb42?}4WU`AWp^<t($En0H};eC}PG
zn51iIPE!bLX%D;7P5W!Loi0A$=x#?7r9WfaZn%ffgom`2==P^R>sR;6;;UIXWwpX(
zm`zQuCi%YF@pNUPP?#wDr#oucyO8)GxEYEG>bOnb)A+O3J9+l%ziO9jrj2jbgyNT)
zyc;+i)~KVhQJYjHe6Q{Uq@jetFx6uRRJGnadJB3^Iy{}zXCJ8`!ofEYCS+ByJDO+j
zfk0;?)X~xmliFEe9F**Kt<%9${kDfR#U#mRHHRfctg8@iJ=<h%80Uw3M!-~nDw<1|
zQ(13J2~7!Cw|?@gYSnNX>Qp7Tm?U!SaOW5nQAlhtx+?;H)ap5Ph*+g~i&)q4@qKzh
z8plUvYFqUH>uMdlI;vp@c<T4)gM5ui8hRFBnu5Qa{~};20_vqbqg(^yj$Kfd61zOL
zn&xb+_$Cx3ex=bv{txD^hj5TZd`I5%rU3(uRn|kz<A&;Ol<r<n$CuwXl~)hBwXCza
zxYfdgS;d3t4C>mJ9Txiqk07T)by(n9F3_LQ?uB;!_guRE{=x_O72%L6+^4VJXRrPs
zF=nA_V2fcqNmjC0ghU$}Ql+T04R7KcbId1@B!JeL3R8Kg>08FTI`HT9yrJ^D*n`Q1
zc7lZIkOnyyC_zSzYk7stfcL3+c9c9H{i=EP^m|JiNF}4U`HkSSWvfPvOwEXBCR_!1
z<<y8c#@RqLKDW3@jBfA#qACP#svZyo;)Tno(J|VOi(<<_Oycw|AScYIz28bs#mwbM
zz#SyHR(cIF6ch{r33;%VXP7B))8=xu*&<IgEYA~ByYuE^g9rzAtm$Rx=&H;{)4uiQ
zZypBMu6BN(`DTyUxtG5|+i2BMccF*Ktq>#fo1Ezr>ViEy#%6t%&3J*WF|lw;*8Jb2
z4y}B*%m3dOWG9QHW{v~jQ>duUip}aKRMOai1EYXo1ve~T`xLN_EiV8@SFE(Nh=LZ7
zd25uaSmLDwLl{~pft)}@#~OjOUCdHT{D<*%k`zDjYM|G3AF@j{Hyp|dnhMEYZ)6@j
zw3`MS6;Bz%gj(yB8g2V%DB(dVWSam8R&laHa@A2>Q?;9}2|B~*1RgWK5^J(L$W|K0
zOMLK=U0b#D^7-$~&Qx;0l}1{NgWxgdwTt4qbKZCvoOGKE7~U?KOB;&Z;KVkb{t%va
zr5#EwGWBKC;mwTzfw;_K<)$|hC^Ge3fk-0GBwS}^g0DCxnQBgA==c$Mqm>$V%qAo*
z0_g0z6+Ltit?`+^>6co+(1gUdvYC{2BH91H&A<B>gQ2~^;=%ztj_akYp}x1eQ5n_f
zFW4PlJSl~D-NfW?l`e+9ujeQk&Hz+UGB>-O6tD<+b^BMC`VHa!-c_F}U)t&M>GN+=
zN<J!TP@4zXb|(IS?+yv<vSEogtJ75N2&e4l{@h8bx}P<yzA8wyS)ITQ=|QHe1`sCG
z^ziy;(7-Ogmgl`HOc=EE%PP%n5F&b0e6}6);-XP;;L+|=Z@V3e<e9>^pB)(F9vp~I
zkE8aJ{2og}2C|?XpCgxNlU%omKGsr-h;h?4Rfbk0uESAIkWL30*PXti@ffZtN-8}X
z;PAhLag6s4`>w`CE~*$a;Vr&ri^q`bf-fMV(26K1@sWqd>1)1fUncK|C&9@6k639K
zqB=i#I(UhE<Y4!^CVQ%lM&M!==u0L!Pih41$ojAFTa`S)^>j;u{oofCQh#Qsfg?ar
z=K3?CdRq06pY~IZ|L#bpZk`n7ZmdbR2?U6|-@>*mMA{uR9+sBo;4&WBI)36(VKbU0
zt`Kw2?&YZIo&M|3rHOoVa>xFlHtS5h+V-c)yv_;AORk1F!~RhRu?cXy-lK!N3Bg00
zHUjAFtyb3Y_y&l}aRLvIB0+*JdTBU5Xit=#WT!rnB<0?jx9{tjto@^kT~YB9wWBmM
zduxJfsd4DtyiWihZ6|dGQ-o}ntR8t?dgr`-gv9YmA)j601Kr5?r(HOZ(0COX01!m!
zB-ew}mY(jGo{~qlXltCfV_smYtW4&;c$3KYG`Yq%xHUz|l{Cc8qM;lZcz95u^qzcs
zVm2UE`6j=oOFia7_e?f2EO?`ua=I=X>73nERaNjWiz^V4TYw9eCHHbtoK#yjnLwX0
zN9Ar(jlX}B3sSk_+yjVwje{E57kU(K@0Mw6Li_|IH+V-EiQ@pd2C%eUC%7)*wl)KW
zivpW>20d@Wqz1d9XWs;|3VVBm<NoB5Xqg_8V>)`6^*tX)CW_(F>E1w9*9<#Fg+<o+
zkuCNpj)F683$0N+;$$hCMna#Tv1CEXfbXTb`0Jby$H%tilN=7Sh`rVTmCjklmBAmS
zD&Wb+6oA;ucH`pW(f)GDxTQ{)kz4QSYlQ3K()ZNuzhf)fxlvS5QPG{WgG~mCmIyBs
zU^k%L2eEKn#Q%Lc$g%0_+Onn}wDg99GQq}uS%d1?>30NTf;X1Jz&6y2&>;%`JTMzR
z#zyg7;q0|gmf3^9+<IZK+Px3y=8p5j7QcUkMNl*1+eVK#7831yQeD)JF5Rx%u;#@D
zFF>Wnk<#+RNjn>g?6Cc8{28a&{`*Mbw;b%*#5jIfNfa8;^}%sB{mn5P9F0~HKB{-{
zum9PYdgW3PNhx;daJUsj|AjnJ(aNZfil^&jRa0?5Wwenx!IGoE8PWUoBb}kWqa!oJ
z@Y3zZH;5OoV8O?1xE&FTphSa96vk<4DbxRR-l&dO<B);PNE&e;(lxzAEBQ2@&L8|o
zk8t-{J&nA&*KA)V4*I{V5<nJf=2{mrI_fJj9!-{vY5#6;H)>(7cZ4oR9ITenz`1GA
zvYM`sY;-!mYZTu+CD!hi4-^|BOgYC@z6)K5rx1Q$|0Kgqk5$EuXbng@1D{b5=+6uU
zu=A28q64{@XjbLp7ZX-&qIxSGpT=tf+wKPI77^-jhBD2Y5=(+0uJ{`M@{Yrrg67vV
zbmWlN(*Eg9)ad)I0Z9v)3jM*aA3lAhR2y#>^pFOZJ~dFq4Mx<jkr*H>Ie$}62f6#W
z!a8bs|9c8dy`b1-<GBi;2Gdqg1>$K>hj?p_c2VBI;BNy@p|R`t?tb8HC;o~`I1K@#
z%g4u8bU5o`K6F!(TpQ&FI=oE!CbR?oB$4>Q8n#TV#4R(wny<6n$m5wv#yL+}!uN2O
zicULADir@c;5T=z4y^T%HdhS$T<cB#r*Pq6$L(dhR0}kvoZH9E^q^REiXWB~rRmBv
zJXvL(5AsGeL&WlSk4R^^pda+1_isz&3uRW2u>Xmr25(%*Yhym|YuWI7{q;q>>!nK9
zuE@90|Hs1=f99VUbc$2rJWNpwM3T6;r_ZiRcxk>VY0EeZu{6}YGeSJ;PUBk9EQU(T
zpD#SA;vCQq8OnvYw;IIo-$VM+@^bzA(6?jYi3`1PQbbJ>$5c|}*+wCp*Cf%jXMHAk
z6Thc8nEO?uu%dn2dIOY->9fzyPjT8kUkwB;*jpCQC2<sNm5E|+YN>4g@RV%}_;*uR
zB1^vYeXIzon>s-aWT}P+pJAD9b3izd-cYP=o0~XmskKex3?K#Q1!^;C59s9+LfLPJ
zB(RL;xkp6njF{wAILXDK0E0aPq5SBWL)j1iYZi%W5*g|8Y<ry({KtPo$n7fXe0B}X
z+mt+3tMMjwc907g1KN(3r0aq%fMfj8F0A@Av2x$m1`w#kXrC?0I9!{nW6<f>o0Kcw
zG<R)!Yw@Gloq#F{Tucik8X#2lUy87n60T9A20E`$j~G!qt=uIkC+E(#8{}`kz}+4i
zNphqs{-^lAb7cvYnNm6|QSYatk)fg@UN`BfN6ZQx(u!)!EVRuAS0!a&D9)p!1qA##
z)Q~m{)?o07R^LOQ3-LG}mwxf7wJ1XU0XMJaJ}RkAhv90N7P$Kz0S4fYMaHN0cn=i$
zysJ@3)hJ%(zo_*RHN<}7P0J!V3dBl`Xh{ZOy*5>P&rAqK$O7Wmh%5ghO>M~|z#<is
z?q9gdCN*sm`xmQx!^D-_fqn);<GE6*9b1n<dc0JsYU;?m7~IqsPOL3`(%X?CMGRwa
zEyPe4FWcey#(}X1M?w}S8fx;+cD4ouM((^1jW~uJEG~eviJPSP+S=Ocs-_gUL|BwX
z3oP%WQ7X<=65Pi(Nrx)BWqOI%yb!gUQVmlIYU-=7r(kbX(@@`mkq6ehGhAwEQysX-
zCusp$R00a4apYLm(e@_9hdh>F4K^d_X(oLX_zTSv57s@(*+gFg(3GmVw6e7TWL4!{
ziu*&{qw1UV`TOwr<eU@r*C_u(ZB-J?#w0Pipd+6b$DksAa7c4cO_<xIrm%gjJ79cF
zIKdy+0uXz(>$u*z=0QXt=26m6-t^;w05)NM6CXRC78V;cP1@Yb!vzOp(<>8IVWCpV
zRHII_71G*8IyX~(W$S}SMjKBHCgpr%4KKto=QYMsB~jeEJDk5>cJ6z>GxUEI9}SpW
zX0D6<35l6jHa1<(mB;IxTDj8?jzAD3Xrv(WGS{>6MEDZ)c#@@mhdaDU3$1l+cdJt7
zzkdI))N%cgFc=^b4EL&Sbx^$D({aeF^gGsDP5a>U4v)e#B_Q`lazE*})bgX>gLP_;
za!2#8j`*WbKF}1j>yi5@o9p1H`Q5*t+n4U!VO0Wx0!GFPJ%0+o`+Xz~#H%`VJ4|}}
zS6s$i%e@`Ubii+AyK{2bR1GG0X)qjFcyg!P-HP^ZHNy?XlXRyAV6#Sn6%auhh%Q87
zsfz^LwEjop>bz#jW>3vdi+}wCogzOv6WX_)Pa`nz7Iq~uIlplDW}C+Ihk^m_i5PC}
zAQ-<uSWq8z8$1hQbHmp*S=^ungdulhXV<u*LLUS|)rmmd7X(oiG%zf}c5=^JqXKo+
z1>gA%pl7QLUTB(eo}hj5nIQ-zhBFKp3XInWN?YLm&L^*a4QU`}FSsf$Ctx-ArdG=e
z9?vCsh-mgzf&Lt~uUuY+IJ?g780!PV0+)q;E1^5))|~(lRoo3C%86TuyU)PYwhEYI
zwDqy{Jool-xze7t$l1_HUB0BzSc<mpGsW9?=+TEcycPEG5dQ8$JTG5gE0{<kb*d^a
zBqkYnHiI_P9E=ibN;bys!7_b)&XO`A0tKW1yn%$~^CbJHr!uzzfX&TK95v0dvb3tF
z$Hl*m8c=h;%>gQU{rM|6_{j`du!>c!GDbL<??D=;_yjI{A%I9NOPRf2x~oa<*9DM|
zkK31)Fd87|ZlH4pMeyILKvA(S_!2W@GoN)02#jD#^DrI~DOG^4VVpwwYjK)WsS(8a
zrIJdwk3}b(O{d$%q>z|8+EMjfsf&MHO6aXIMy}s;VvLD9_O6@oEOWpki;)YBX09gV
zef0RC59Qy9N8Q%xGx!qa>z1Di4u6jsk5LCA$zWVI(FqWHmPfX!S^u$m&t^^c6X~|z
z;4a^m@$!+>>0r1MvhwmVAJIrmoeXM%NDwk=s~6x)#`7wU(JXL_5g`Ubwr5w#=U{~!
zo7_#pHl*vG+wxI@j-<f5PXE%QSCBVuYOmfwP?A9>CP6-@u|}sOfPLp*)ut9$MSa;J
zTo5JCt09hMje_8!&_sMqo2>QuEBMEkH2*`{AB?GW1I3c+Y-&B&OMiQZqf=@F>aSru
z-er)Y{%?QyM*><7$M@;2UJ!6dJ3T3auv3!dUxYNhQL#Gxrg?I=QgLE*)T~pV`Tt*)
z)~leB?cdTT&B|~uPdkY4)HM+0T{^+8la>A2Ou4|ec?i5p=vw+HgAl`=1{x90(_4R)
zc2iyFDL(3>jRD@rnbNkGLh9erPZ}%dROhwP(i@qgg2dvpGtqvSC>3!1P;=Ag3h$U0
zo*H`Yc=U6{iU;*d-vYWQm<;H1c@@jznH#QC#c{5)gjdYqNw-^c-^#4(`k+ztR0VRt
zxri-FXawtbc1MPuC#~z%5g<d>B}A?vCUT@!hMo@XE~<cTBmxT+AZ}DR_N4m#xi@9U
zJ}%M!kx^a9k*K?<NltqULvPTAceC#TlBf<no#~+30Y?ESTMdmMS!7_NyYvc?9zYau
z@N;YK9TJ!gr6};Kd#5Q6WQ~K&<F?o3W^*jgudQ`}T7y2+`03EV4Iu@i5QxMTE7%}E
zUSCIWb-XjN>Z-pt?Ly0t(mgs!v@h(^FfJsX8Dd~*=;jTi%zWlwaFWxr<H;U%VgMwm
z4DoVj>tpidlAp7Hb$($AQ~~t%p@>pFLKZ&pGY8q~kH2sgs^Dva3g7ISaEPb3>CyJu
zlp!g=4${b}UBI3ESfoTe%86;~bNc^^KY3gc;^eTsTRKqx-<|7{F;JV;TEGN(AMVLF
zc%*eE*)0MEbUe#sA&-U+%VY&~O)#H&9TWJ1J?2Zl(hX<KgC*`&WyyEd9pP=hL^Rh~
z2>tz9r!U)+Z+r3fVblT^KFkL`H8^fApobMf55|6t*CvsI#Q7&fq_?}C{r+pDied^!
z340c27OzzNxsmITWeC14C!}5)Pwz+POuT$q@g2E~3YU|+qR^Y-ZS`r>mlYS#lr`Mc
zQb29>G(wG<IeN~-dN@K5k<fE4^oHHrc+|xE3;-IDil34(sfshIYRZR)v8N{WsN~2V
zL{vQGIuHqhjG<f#tFs#$Gczk2o4;W=fF9AB2=w_s{WFK7@nY&TRbDoRmyccWuIE0e
zbQ!i{vIoS(lCl-C&GplhyTkS$ua}ScTTx{q8H?NU^$-wgZ1wd_EuWp)3hcO%Q?rcF
zewbDuns;&EU$<Ff9QK~=;8`ZC?R76N+uDFamh4Mt!p?A4#m3S{^|~Zk!YxBHg+?Ie
zwh%Uy_PPe!$MA0j^XgG+I1Mv=&FHBhjW=1N&H45(^!%kZ*v&8Ys%crr$8DVpa&G?q
zN;yUeHw)Wi--WX}^>8~}7}~_bnm(l%1kT<B@MuoKVC)z<XZC0D{}r^MsJ|4J*XB@+
zk4A1?^f7*yv@Hic9jlET=_Ut$4ETQyW*x2l;n`KVZWP-QT-~AA`mjd-QU3|%bK%X;
zTv{dv)^3A*S0-oAh(w9iu%dOo(T_%!nDYm35+8r%yYFs)0mO?dr9tN;h=1e>Rjcq5
z*c&HGHFz0)K;5vQOga0yk{0h$!P{rr6){x?SemhM?*Q7%#OirtHL*GmlE!iZ#yDFX
z<E(29JBViSsk7C9`g8xIR|lX~akaQ&pxrI}Brk>Pbivb0DUyb8oo@}_kREIAo9!5r
z4Z^wOmYBG!jJgKKkMs72GTDJ@jr=`A)(04LG`l$y3T4VD*sW&&5Q*s$C>?w~^XdsN
zMU>4MACAJ>0LVA9vR?zJu+osvDfB(K3CFgUU}0?p%)!#pcaG|1uow@iQ$&pTr>lWy
zfi4BC8K6v$uQ{kJW%ws1moo(P-ponDBvFO<_yWTs)h3JNACT|r7CsiLQxparq|FJ{
zl^O@`n5hK9tqFdmcr40E4*sJi*t`TTwRo&;umhLBl^Wc^^_;=)t5&DG5GxDRXAj(x
zVL_bwj#=elM<-R9j-qw&dqUCD{F=2Gmy>Pa<>6ar^3KM=|9Sc!^>xusEsC1XqUXVF
zVKui@TKa{EX|}Lw2a5kT>G!18(sR^`=h`~NMnT9~l9^M|%F+U?mbBqb*Y(QxHadL;
za|V$;#SEwpdUz`aCLFy0OMH-YL|_31%tf>)Y-Ndn_r*p!B#>Fz(|EmP7r74{!K33^
z5Tq*6xlwr}d6B>6r#$4T*SqCtKS+5SB?nCC=^Imvh5P$Rbx=9Z7ZC7lA8ibp(lHY%
zBs8an*;1@fAw1*Uun_&BYFD423{YUs%FEiiB}m`qjmYhiiYTY_KF6hV@`azSHai>$
zp0>;1Y{jnn7(@Ib^Jb5y32{eZ;0IRh-f0YoUKm+QO!s%D8D0|FhvVPnS%+tG+gxUr
zCG&A{yeVMoqny}QH-4=xQai}K*MPQs0WytkyZ_Q*(eaJe2KV*VNl`7_07t|3)@^oh
zlOi4gjy|RS6)5~zVA<gR;iprBj$ohZHxg;?o<KI-(3Ji_O_D%kz9i*&^7cd6qdWM`
zPQEYCGYEGBc2+B-?A?0LZrx-~EMo?J8vpq6+PiW%=^@p?lJy1Rn>C5?E5sgu#@2kV
z!t=p9ZovPCM#_wOc*#O)tNQU)FZjruFbpb$*O81+cG&B&B>5tk4=5+}5jx-%TlD#U
zLPh|-du;}wM>Di`<<|vLhL7J}*$e6DV5LQnSR8)(6t$fp>e~IW^)GV`zZ0GZYGm1?
zMHa2pa=~<>605dZLZWrFsY=T6b5pZ_+(S3Uw`TuUfOA}$eD}8}ifS7<_{a8OXO0MQ
zuck>G3R^CQ9~f5j@&W4^5zn@Y^1Ib8Dvdm!F^6r+YLX3UitLCek?N;fI4Cp6jW#7z
z2VPiS<9TlyO`PwP%2@^&9zPCC#IYBsU)cUMQ39-W52j2QVNqEPxh~8O>`2JXSPRf#
zl<<S+pklVKt|n+imiLFfg|YZ@?${_->=nHc?x6!eT3YAO=DYR%VxdM`lKo#=sIB`f
z+bIaf*9{V1wID>M(af>k%*MlV>=UJ`zI(&TihhYFxeky%moqRKi1RVcKPagifGfUy
zI?1D7|8&eOq2G@muY3%>L3lF0QHOhlaVqthN;1rzM1z@>r$2p(i*|=)phIj|{?cT1
z(hoe!=v#d}gMiDY5@|3LXub(?B9ySI6C!Ef{B#n}!sp(8nKjfOO5t!prdAZ*cXo8?
zSa<QH-R@pSA`@^@dtIwlE~JNkRQn}q<)<TgkVbCH2ZejZfX$-9A$YJpB$YG#QSj*9
z1vzxx<7GLnD<1!B1jYG8i2~N;rBSP#S@{esCwa>Yi<|EigqIw(g|7{9r~7SxBQ^jf
z2RqV{GHUeKzh9HD>2)<e4smwMv)5X0^T+*j!2B3V!3QqcoHpAtp%3qBJ|gTFnd2mX
z4$ZiI3+*rd3GM$Mitfm-E=c30vvNr{!#s)e<zof-0<#VY%9pkI0Iq(W!<w<LG>V$W
z1eY@E8nxM-{NkOI253@@g?Ng#M$)718;Q?2Nh@X*m1^9!=s{RReG7@%^0T{nM7(yl
z`IDRrStkU*#JE&fLaigoDL4(Jn0m4{c(lo%CL4g?_AiNSK}V)pAr9_sroRchYrG>2
z%6JL!!w!&a+$1d@>T2QM_ZH!GS_BVUu4kF5*~^N_`rQq{aUs!|uHL0aR?CSz+nEll
zb}fs;(OJ=0vN68nz7b5zgR?G#fbW37TY!iTPB?pb9`2-7Xgoe|2Z-`NrRTp3P$FF!
zH2gx-YFQe;<%1VT!}N#eN&)5<<2~{Dp+h)gs^rRvifS9PhGmZ$WPcR(MMi!>FyGA+
zC<=5%;!8}!D2*M}<)UJeEzNli8cB5N(5)1JDox!fc@Mj4aM1@((P6W?V3Cg*Qm(}T
z^=iN-Tj)Dlie`U-P*(TOILZYu_$4F9r;pGi24u$t^pvwu<8InB8}tT3Po7|FclAbb
zK$$U4%syBDZKL0V>7l;5F~0g<>`WW!i>ZqD@v*v}v3P@XPfdTQ?ut$`PtoO@#zcO7
zAdL<$BK`nr#7K_6y5TO9P*s3>qEIKZ<S3;{$1{H9h1Jq)`ml@nMCVRx2N^T`mReMu
z=50vh9B4e(9C_L1NsMBi@yPrQRWwEBDvJ5DrJ~Y%+lRIu8+6-UYdi9fI(Yy@4ScS}
z)%hJAdxM$T%B|Qqmu;Ku_bJ18EiS>1>m->(VWy^5&!4o%c^!MN9r~gU1yU5HW?202
zo0lyQ0)-48&Itdn0F3v_h=>*{-{eHQry_C7wSmXiA}R``??mfq?H)Nk5HaTB?&l2F
zm4d@qCYZW`uM~$M5x+y*JSUnaYTnOO5CcR~90DSI>s}ic`F0As6gz#TfPS^NoUcHW
zoRog<hojKQ(2R#258u6+<gU>V$f0(2(mQ@}Jr%G}Gbx1hg2m`=(`~DTL(Fm7Er&xf
z3N~!_&1c#3;^}2g{?s*<HM5ZX7W(Drx&eEbrMD0&&4HMYKJ8;F5c?A`kvuQ-GgPsJ
zu^<N*d2VBtbpF(PyYpKc7CR#_O1qF29~2*Yd1(*uRI@m=+uFTe`F8ZJ{qd{ab6q8=
zUl~{O;t9#^e!)JpeR&swDdOF>GGrt|IG6Q$uUKnDL{UN{@r#0A_+5TwwdrCyYS*+w
zxItomjwxa&S!7x*(Ooxe)Y06z`oEb>h-V%y69`dAYZrFA$-uBGE9!S$^FFmk1*m(B
zZa1aEq3PccmE>&4zZ9<x^R)D!&gLrzO~0U|MYWyXOnQ#Gq~-K)TkxfT6i497&7F?O
z-ksR2=CGr+lhd#RbfJJ^TF+x3!SPY^f|EeD&~dAi0w7{y0uY!COi6*^YDZ<Vgx(yr
zYX%C*)Q7IBRm5VwgTDO$T1Wc#QcxH45pilGFeruAj%9|XGxC97=*SDI_<lXZngvhe
z4mU}tMDp_q>cvw23cq$cvXUU%&*hY2BTPH?AFeJ-f?vxRTN#DdN$u&@H|$upvvJSB
zV;<vVnEKv46h{v9q=D3zsUG=Fr)7w|9A6y)LBxfv0fXY-v-C5jhB`G3`m`g2F29HK
zNAZ82aYCa}bojy51z+8>B;+>9U^MAY!n?wncv!=)_eS|amYu?%E(VqDrNp+Ed5}bl
zUpfIjiiAzYyFtpPw(jn6FKLAbFbI@v5)uUNsD@atDEv<zk+~y*c$8g{ruS0^(ITv<
zAN?pxIQA!uEpYBkjG=E;cHR+0eM$6sNYD;K5`b6*Zep7Td0r-!5#oWRQnnR-(^_sc
zqL%22Gv#aaD8IM35PV;hKtQE~Jg;v}y($l+zvozpKT4-c63qv~dih%MKzt^f<k``U
zk+r|tY`ePH*u2=>ytJybq)V6e>kmL8Bo#2tWmkf`)V}O^+BDRP`&o`Tmh@A@{wm3%
zuLuinum}u_2oe^P4To)o^lSa-3n!8XU%HMI_K%kFJ@O&@6weg%6c6?UkM0Mye$hjM
zD;NV9pJ0fU5dz=16`s9pQ0kUZ2*}P)f*Kf>lqtbhNhEE5SXlu%I#?LRpciEvAILx|
zKc(NttJA--ERpqk=M(_jZxM#nPJBj2l~qkpgLquMuIwmXYAQpJJ7U!}m8k?&yF!|M
zO1S+6bM$hj4q+$mVHYQa2vE#R;$kKY@*a0)mEb<lJ2UF6ay>V)kR|M4tJTgoesY5i
zEi9du<Fnf%i2Um(pm4d<Kp?iHx6kel#@_XGBHLo`ZcVwHot-ejWmpSh8LbLg(3!^+
z9B}OKJ9db+uz`fg>u6fV5;0JM#9*O37bZjZpDo+{f=Q3~Q`Jt3`@)bRP*vM#2(mX&
zS4`w8k*2~4$v8J~fD!nmG~R$#ehHxupwdwe7p(R4az0qAGc(|%oxb0V*pv-VCUbs*
z)?<CNK=91z>oKBeX0BjDV^xx7Zc^npCV#c2pL!ba_a%jC$k483{D4zl9w{u+r<^_w
z_>!7-Gr|>iGzqVxV{wWR{XKFMEr@zakTfvm;T`CTYtG=kn;YSa^udn%)Vf<%Nkpy-
zqTM?{6^lH*R1@e#=jRwc8S26;r}%DquxDQ_Ib^HHMT?RA?D#qo$y~J}bXxKk3_Kmg
z69bRQtV_&NUs76k7`G*Z&f$tqo*#|5ZDEQ~TLOK>jPZNPQ&|Kbmc6uD2Wa~`ycR$Y
zRW#z}{;*eNSo;pPUutm`a|#PLEbcjP#}Zq{aLI<sQl|g|M4(WJB>K1WFDTJ__cq0y
z9%Fo}Xanm{8Tyo14|U4m$9IVi!G<|Ie_e2et(2eQ#}5x_G6MC$?lQOf{mg7$&&#5Q
z(C9NHa&7E;!C;EJI=ITDu1itjmvWaN&gRm@w<1&E(Py>g3_X~OViLJ3X63J+XE-89
zh^^bE0<aKZIP}M}2h3m8za9z^LOmPlF*5h^L`*2Ho{XdTs>BJ7GISxi+Zx#Qba_ky
zgIyp+>Z6bT@r7O1Fgq{44N1SXeWp`ODiFUriGcas5R8pN0b8@2$1?Im0h7XKJ3uhL
z$dfXAO1H0OujRWCM*E5HM!YYhO@YI1oKp;Unx&yFeW&DxpOpAS{>qX?)NqH`*;X*#
zM}J$rc(j9#5nUWVTs#qyF6s1jyf8C|0v{FO^|Im5&2F<UGTwOU#rns_^$58j7}=Je
zy*$^LjU^2kAab}f>S`WLC=o#T@52!^03TeY%u`wT?IZ5*&_UH|{8<sULp;l~gyFW(
zB!08vv>h<+$V^&hc9TnV=(mXpXp{1+oZ^D1)z!yjD{vOB6w9OLew>+kY(cABe7}AH
zAh`rB>TF!UY1-2m99drd#bBrOdG|Mz_d|fKzMzAs<Y1^l&tSwWr*1sIKi(z%d{9J?
zgsMCOn*6N4OJR$o*ff0_sv3~=jhp&4eXp=@S44U9U?wpf%&$~=TrqP9@bdM$z}oXN
z&S2zjBt*LMdK$YTo7Wr`zK|h3s+SKdz}kn9gf5huFr71Wj}EIsiEQ~je_x&r&O5P^
zf&1=KtyCU+dvj-H5VR!<`3@JetG?mO<`-$@JA>g9om7o{Be!UP4pI2&m68@5F`m!U
zcA3<kgHFYHXSt#&mV#J9R?m60qr`sjRj1p#>o5J=WJbN%u$d{%I$zotHL*Sw|BjCb
zYl3sytFBzLmjw;IY?=`hpRZBFz7c&S(pzQvu$SYEe}6sHw^=V_WOBo0{zm6oe%z;-
zc96vYxOi5~3il*GZx*eZ5|{O@+}16cWG|XQH@uUDglj$vGo#3K{N2tgQs8JdjsD@!
z<r%RxeH;5sG#pL}5g@||-=Gm~$_HL`8|Z<SyO`H&=T9P4MNh(LMw>FE57u!vvkLa)
z#-DA6KMaFgxQs%?;gLtC!-tfTzDSW6$*p>nHe*dxacR#1kiZ$0-8L4;y}ffdC>+Io
z6OfiM-)l#V+Pbf}GxE1<ArHgEe=R#fd!Ay3DST8jbnerm3vz<|Idt2~#^k4YvbIG3
zQr{cg6*Vq4%#(_*u<sWbV=gD1uZH107$`;Z6XY9k+F4@nmVn_Ive^Y(ZJrt!8B<=F
zMZY$a@H1nsFO%!eN$!uuUOwKbFH_6n(%Ra5U8dXM`+$Do``m4~KzPhOw<yucxd(Z|
zPLidvgbW$g5wXGaYXy9}9?Au?e#-wR1#e@L-Vr&t;Tug{8WkhwLwTEpv|}?6ak8$+
zS2#k^>mzJLRhmau(uhhFkWl?C>n7J_vF+kzrix0e-76sMl0XvW_Ae1-(kcS^44#@*
z)FzM#d#gIh@W5t1V_7(WR>6lz*QKrz-Mcr2h9TUg^QL9|y7i$J`t=gXO*z`4naZ#9
zA<#LADpT3V^qU{H3Q167P&%>Ffib-?)RQqgG=OCDRv(HG!eKX&?+FV~wco)+8guL4
ztIAIlfmZJUY~D>gHjXpUB;^y*!ag_TRj&K|$K@B>i}K_rI*p>Evk;XOF>qRQr{Aw!
z$ZSLek{p86(qM3UANMnvNHtgEI|`A`)-tz9?GC4}H4hU3eZk5fZtqV+YV#5`6;)cA
zPfl3SQpE9!o?Yg^v=W`ShyFubJe^C`VA8asqPX({A6IY>j~g3v)3mZ~ubXPoUGBE^
z;GVL+UY~pyBJgY(6}b<nsUoQ(2D?6IssByYhWZ3_M0MW=9pToKju`u&$IVcrC`v0R
z3S?l5$LAs8R+Sia!o;SZI8P!AaE8zO1EOND;WmUb4F=`N9#r?4i_6uBm<qq<Z6Qun
zue8^_WV>R1GX=7#PZ3r0Qn^oOzJEZZ8mI>9D*ko()iHgnKJ8P>VDs71w~hQ&bzcla
z`Br)$B2cNJKmT{#?8nwRX#=OCIgcB8{R2i%l`~QX_%C^ltGPK58p|oYDDcCa;}-x-
zH&bG8YGsZOhXR_`fZ>z+AW064-2ow63Fhb@IBy4d48RwZJK)tvR3$B@>&SI0WA3@q
zf{Ey{0cN*MO3T`u_crXUNPFQmlg4snPD^{!T>O2axPv7uh<;L7hW4U-_a5&Z2nl7x
zV55J$fR7tgGjRk{)awDblZguF{384gKE4u2`1y#{O~!E*+p?teu9+Ze^m5TDddW=Q
zl5Y3Me{(g)w||6q@I66G#5jrK2sbF$y&n#~5NW0QN276fq~Dt?ctQ-|mO>2%XQh2^
z{#(X&(moeO;OzYdu3d-KoS~hIAWxkOzd>hxELF*ch;G`bT{_CVUPagD8%NB`13UoJ
zDUbI<=5KfP`>&mmE=9g9bYD+RTP#m`iU?)TU|hwh9+iF&450|!VLoX7+bMI_&vDgF
zwVbg^B$1~PB7-V-pdq*S2R5x0QRUkG-gliKw7YFIe>w1g5hhfMtO9Io1=uL80ac8e
zwTXRXh&J+A?Y$mB+>sqw)L+IPT1er=o`ItSscMFbNU_z`G(@TLl~vgoMiwP_sYsHN
zfOAz;66UHMYZbrW39C6y?n00?C7*P|_P6QP`0HIBPn*eyG>=_xr(=-Uz3-y;ke1C&
zSNQzRh}Dqs>iJujkbUs*%A{cxmJt8yi2%Y_aGz=4CRf!l+gNwB_r;G<v}4y<Y$I%x
zlk+x}LY{mfU@%(0uE5N>-i@<DruH8=nYikjR%bHBs<%&~$>N1%kYNdQ327x1<d}k>
zDSjvM5;BEsVVG=0xxc^*OQokBIz9C&D!x#P|8V609Z;eOqn-SNIpAMakbdgcIjx_!
zy&MT3i6Oc%@0pqDRr(05ie&LYCgI9VJsA`Oc{poN4Hv`7tM8>m`=wVBgS?k|0P7%!
zs|Oz=d&C?#k@L9RvKvBvHT1qt{7Mc;6u?lF;OMN;jA-F_H40HXA5MRa1rJi?fi_54
zVY78tMWFx7kyZ(^<$&FWn(YS0BZYN-`P<ooxQ)xV5~miX*YLzsUe;PC*=&IrNds2*
zg`S7Jm4f~EIJ(-+XqlT?+H;3K`tGFPw@*>j&>J_CvYlk)0$|7d99!KIkVwlIx`V>3
zHwcGBD)cYuh97C55+{zyN2{r+6j4n5q&UOkrGn$V1}Wg4|4~mDYC7K0EZpQ^dZ5w1
z|7Z4W8(CLfX%A`Q@xIZC?kw8y@#It?$XdL-NP@Jmtn_sJ;nN}-u2Ynk1Q-R@hix1Q
z?LFtVj~)>t`hB7x_Jv535_x-xFfr$cup=G+vLgmMFDKu)KBC_#$A_S%D#$A`b>kAT
z+HYUNov3z7aePMzLc845@BQKnghX#LbC<n4Ep}if9}6;0Iq$Vh-NUrI<^k~33zA&`
z_9iUA-bcx8yI^A*_03Cd?}u1yCYS5fL>OW5Nmt}^A`HZ3Ij#=r!Tt26yT0&BrkpWi
zT&9Cv=Y;wqvP#I0n!5ju+bPuIlij0_<Vp8)xZP|wC@3TaO$6Y&vMSTQN05klZL7&%
z&ayuw!OACGhOuMA{IM}D2OOD;nm+yfb3G)aF%!$@@=y09*(h+&9D)6f8}nu;RN_EG
zsbi>5-yUd$T!Ag{c*{WJXzy<0kYV7?ic7i;+tQa*Lf;nD`#(L{Fy9H`ss^(sdJ&nh
zEyIz<eEe<XIgJoFdo!v4IK%sY6-Zd|ShMqcW;7L!X(;X}l>D;?ep65mW;v7RjM`Dp
z$Z`f`H98=Fjl3AB@^UaE=_2~ugluaIB3=}?X6AFjp|zGB_fQTf1*uGvrVMra@HW=1
zE1ov94e3|54%5AwbXC$iE>*|((t}M5OANoRp8H!aZDekqrBehuAXs}9+yXn$AE*8v
z4Yk<qpLh8Eg1cku<b+fG5>6(XUU2hQlU$&+Czf70_y2d(U>{^=IIRI?2pXrlJUFow
z<pkmh$lw#J!>uujyb4seC?s~;gkI_jB}^O==t#NWyZX2)i|1X=^uR6c-xwB~N3aFn
z7hAlR1QhdhQE7om7}+~>?2T1I5JJ1j@~s4pXd-M*v80cy2{435VjNG897E(`sjp2?
zd9O`6sC6w^IOdL|t0q}Mz#Y2E`#v5H3MP7iNO=7rKV<S3=$~kIM3fzVE#Qs<6(7?C
zd-?U@9oUL-4v=K@63MBulXpT(@|<?>2!SBbYkbX#L65x#(?sfpfXh9-l7}QdlS!Ej
zAj|8lkdJh`&Zea1f7_P3XZXdMd=_YFpk-J2$UjS8E@~ECAvRR@T8f`QgVEie32<zA
zz!1#jR&JGfem2c#IhdY3QDx&mzg?DlzT}->Q$?AAxH)L`?ztmVjaVg0PcGF#lzB=!
zsYoo((?aw_7~v@frT|l?|IbU#$fK(VcQdMKSnBgYChLl=eRss}v^R8^sae)V1qGuB
zk_9$WX1oi_Jl4|*8}*ahOO${;A~~h{M=6Emk}d<yBuXg<D*s&!@B2oA>ig*XN-Y0m
z)!@*{fIO_uqlFA32zbp{b<}w-@!Q|P`~|=&0MOdNl+bN#TkWh=Y-}5BtS0UoJQ}`^
z6u^dPR-;=RaZi+v8*v7<5%}?tK*aBb<KrR85lRc?o^$pq-sdHmv!x@WMhc->yIJxS
z6FQC%i1-4CnrV+5)`JMry`-AWDCl!ypE6M(4gvD90Wq(gVx7=`8`k2)k3nxb?{te8
zU#V$!_uQtxYbcK+<k8Z*<aVL@8(?L{4{pkRGOSq$Cwx?e?#r@tA%3`6fm-^NY>XpE
z*%BTaKHubL1;<U<*R>VHPwlhN>48&g8KCt2H13Z0-z0Edo9A%+8momB>KM&`k1n68
zjw306fm>p4aEsNUHXeZBzp!hu3Y+c`Av`4G0V?IxM{$yYX*qan_F5h&s&$(=%O9Z@
zz#kq@^I30P0iJcDJ}UICjFk{+gmQAb;bnd*))shzzKYXuB#Uw~&zQj1i!IlCIT7cp
z0Lt2@ZJ<L&>jU2m>eYerhhP<_1~$z?r%TRpXj)kOTJ-=6mrC=PUOc6j)O}pp&k1-Y
zPC#utaEGcYXkFkg8w**crW?LrRPS{yc%pAEYMmQ(%+*+a<ssFdh$3!&21IXPR~77J
zouV^&c|q(d7XJ&LcI|_00lxvC3;mNnF&Z{FlYBV%_Nq|lc=PJO5Q#2nh{G;+ikH(`
z{G1|q&_xPscX|qm)L_s(wnS*Wd+uK;*)UcA^M+s$EeZNDZK+hL`274lihv(sX>hLP
zSmr5=mpz-cr&>gFm3@`TU5$|i|7Ud?mlqrRe3yMuF;9a32!==}QwY`}THR~42h4!B
z8vb}c_TZRk2WC+aS6}tCs(x~y?$ox`w>^b_iXy?0GQC^i@N2{%s4^%9>oU(V>^4yq
zD9Cb=5(fZ9TqS1`%1*{7x#4>PY%wsd^h!84Urcm2wlVBJp0!GQ2g0KDXBA-WE?7A_
zr^+{e$45jfmn(LHhshbutEbI8Z3vjnn4urA)omgap^@m1tfqW1PrR5)4}1luATMw#
zK(JsmM)Pe<2eJ`dT!EO2nA_{eoqq@JT=WX?iC7=D+CRCt4NuJXmozfoK_?(Hq9SQ2
zrUCvM0DJL~z9`tlS@!n08ig|z&H>pc5JXfXo&@Nk*BmB~=8ya)O(Vz=M=+8XFcGvr
z&0Vg~h?p!zRP>p}PzgO5B3JZJ0k-%T?nz((Q~6#dpdL+R(mK~Hj)eQ`U)3AC5|BQc
zz!9U&TDW4WZYwhznfv-#zvw-R?j-d?<eh4$r*6QweShQaMjP(UK54N-3g^fr)Imp7
zMC=9KbO14l8AtQIMF1`D>H`Pz05iS3Uj2#qIYzRLR^K%pS7PdSnkw`Raq+#B)vIn!
za_5rJ&c)~|plyLoQb0W&wuEz$(MzzWc8|OuTa1G!3`LlA14WmtqmfzQPaAs0vaIIk
zn^HGD9^E#1oopWK;_MI-#Z6V3u|cqR)Ql7E=kmH9)F4fQcU19mw-bomWz{Yf5ae`<
zfHR8C0B4>3Je29Si{LVK_m7YjaO+#^pH9B`T>7pL^wJJe5nnlsqQsl_x=k&HN!vhH
zt=-{)#WJ&yogjuJQhS(_k7Np@<Nhnx#>{!@FP*>1)Do1)CdYfdGC|RCHv<7!t!kzk
zGLJ|@vZmX6%qDzCT~UpdjG;H*MUwmfRG%+CX;}PuETcQHYuTmz>TK@&1Lcohh`EPx
zN~0iFBh?)QcD5D~XUMnoi~YD;j;6u1UQgoCj~?q=8&bhP1DO4fDC5wcv{~c%YRpUF
zI~ed^rkm{+89LeX|1Jzm3L>SiRQ<#d{;0jBAR%|kAOiEKTo|#E78bqLSKSa?O<>K5
zMP+Zc5X+PZe)AYB-Z0Yr+<v+$^p{jA$)pZ-+z-*cU|jYRKu6&cmW2;J7nCGb2#bNr
zlROa+fCw2R^v?<0Ol;+f9k1dvMuHP-PUawzs#mR-``t+*e?Cs{gq+X@Wke^$sStEn
z4aYMfSPlT+aN4m$H6IOgS2iMXLSm8kYO6fEd%SGBxX3QWscNDS!&wGZiSeKMKYV>-
zV`gpEWo+BJlS;+5ZB=aBwr$&~*sR#8ifvVF+sWMhcF)YyA7=i-Is4jJYwfk)1r_LB
zlvfeDJ+-%@1N7O!YzfmoCI~~Q*l#?4td>L&>&o^khh;h;v2<6_&c5S=wS_}8l$%$?
zS$u6NvA4{QJV!67%7zc6*9v1jzd>X_RqSLlRNHu|N-U6=^{tr&kR)18OVVuhWehL}
z&P39l1EBai@S{DSj=#XsPS)CN&PSq2RKnJTWj`5_3oqQhT&>@8kzcMFl|yr2RvjZc
z-oU?t*9p}9bRv>q?zaJnOkQR?j7e)V;Y6)_W4^)Fvur*>I_`z&IwwG}<6^Gu9K^$1
z-RK2Dp5-I0WTMSy<(}p8#P5$dt80jUe~9<h<q{4}s`zSo%k?Z}*Azq964UD;SGbRC
zbn^hP*iryY4v%8Ei$Bj8(=rtKt6hN!hlW+R_w$zE!A|%&o6bB;<oS2x%yYM~7ebmF
zl|!RommOy~sC=w2170vV?DGf(vSN-g6YSHsE7#p77~I6F;p|%;YF@E#=PkUqqTfaa
zQg3hTMtVR<^3WKLsB$Ii!&zr!M9A`PL0T=TP{B8g1M{fSH?6({5jf^yk^RP}Y~(xs
zJ`riaB=R?BVJyq3^bcpx4B~W8%CGI#8=6H@>jpo0Z0?`=5%#)xUZEi_5*}l>`TNFN
z3BQ(p{UQG&GZAnCtcgQoJH~6*bl@n}m_lUmw<fb(7L07z$KVQN7d`8|PQUvp(fOYl
zP0l(mk-~-D2-2a6;a3|N9yU2PpX|7sZ;iP*Ym7hIU_&(NL^8&VzXkGmpvzQVj$t1U
zLjG{NY3}6E*BNylR{~mQG180&!@VIar6B42fhqv#(8jZy!!~f9<@Af)FLE*DPKw<B
zfMGEeqegR(+|niy_`SR8cpUDT>HXr!1G%#vBBUJxsvR1*4oTYiJp1NJCDCqHv*dH8
z%mgums$=vC^HgDLgWSu$^)s*++LPEq5api4|CzuET3ZB^*bRaLVTo0e%+NNj0NoRC
zn4!HH1EqC&ptZ-{hjMzYJdBbeK_U=36>9kT&Eto1XG*~vBN(B$+r!q?etzvEO*Ruu
zO=3AVjC8_5=U0FaK`|z2&+vy-?=5mblDeL+=kF@Xom+JdTc<B|xs3q*>T#H`*UO36
zuaNUVAjglvh{ZMq$jhYARZ&1dWF6>uL}zG1?p?rWzf@W{TV3~0wQW5u8ph`)XZ~S<
z?0h_Bnt9I#t`+zWkoFph_p~k{{%mG9+Wgt(E>70Mn=~o=^kYA?rTwbVBgCy=|0&_}
zJ2d_JJF*4S0&90AzzT)Mz?MZY0mciUi|5Z&S}#i?X~M*7VSw;c-hNw36y*#wv=7fP
z4|4<z<m+)MO>oY{<(i0qG?UJ4=bE(EUVa@n7-!(LGfijffF8y0=!_l(Z$J9)W!C*E
z!)u*y;%+{!M#K=7oq+Saf!rzy8idA|EhAyyZb)3FIHWcH$6Z#%K1MdQA69mgHC9cO
ziHO%8<qM{PmRm@Ai!Mrs{Jx2@k@b6b>HhP#!fAfL0ja5G52I(P>)MGWP?Qa`zQn%e
zdhhe_g$fIGyOXLuaKf9n87o<Y1s9ojfaT96ZW;|wMeE$fv)-?TUZH$EX!PnA)_&D$
z!V6vt5ylo67*sZ>9+>BL=I`e0<7;-BBP84&1LwJ~x?ujaSFGTMePx>pI#hL*E@Xkj
zAL$=DB4oW3i2*z#mC0v%6d(D6wRwwyl*W<_HcpQ!tF`2bf5!zuhFY#$4vM=U=Uph~
zI~F$@yXIxW%cth0Ol;%d&MxA59l4u-wA>+ski?^H%~K{u1{tqtrbMw^(Fou7R>o5Y
zrBIw$u*K4h;jLwT;lREyeCgIb<-D@-Z2NNBQSgnF(bHA0`q_q9TcnSN!H6mxsWC?v
zv#c;;Dc1jD`^Kba1SLBSB1E=w=Lidv1`4wj1q4ledbW{s^DucXui+|jE#X#zFNJ}k
z0feAra1k039e>)+%81QLbL65c9XD+fZMav|ksKoR%`~0mRF!4i8mmVd)n^zAB{Wly
z$PG+vzp|&(FC4*`8<|AC*@lYIodax5*xCMyQ4_@Y<K-MGAGI2CRsU53U5cnAg!eMz
zQiKjD7y-z@UrWWmXrZV<IZ*1!z(E?0Fs=@VYtgyz%HlI0gZ>PqahN`YOonAQ8zg-z
z-2qX<L4XzI7QW^Zt=HuadSNRRp@ol>r!?>mj=MN{3EMsqk$6m>1QYM8gyR)*vDk&>
zIIClqs32b{3x<P2N0aNUYQz3K*#Z@;WI|hgQ79&)L}j5{rn3&<Nf;x#PtVui+a}#Y
zOt@v}T(05onli)Y<<noA%2~p^gbGaqhju+X7ERK3U%Ouu?URvzQ)j>U*c4rR<171w
zDTKLHXr1aPn2p??hHS)AOCy;AY??;0B{lm9^`Kvxqm+Lc|K&cJQs;;FwftC8_ukM)
z_3D8q2ZP<{R$VQS)4p(<kZ5>oH3<>Tfspl?j@D=Y$3q-J13@{*VEp$(RN@Omb50(B
zYl_B+98@uXrfY~ugg8We)f^?6?_deepS0`8fnX4AD*NEZQ?8`8=UgxCiR;l`T#lyk
z-tdgzlDK%$e)TD&@?2p%!JlKZT1khf#AH>F8HkwNH@{^(+eP}A4eI1`<4%L!4h6*k
ziArLlx|60b@NWSqxJIbKW#PH(_mNl+xv>BV-Gl5<KW;VcxGp0?ER7YpYwbW~s9{7x
z@r?Y*BIm;-$!6&}FK0Uy(%0*x`O4VbXunszlTsJ5%h0--8H&XCi-er>DdL)!bU8_r
z7%H?Eu9J9eW*r3#?!52K0tt>|dPX^-UCiW-MfE4#i4TKBUyJ)qPUNp2SM%!2c^)N{
zw;$n-RlRxgWOA(ffUVB=<{87Mmg~;Ri@jc(hd1(OMu|8A(_E`*nkQwoIkzt%uWODL
z)U%y7+zD9;dU#<Pk6R@FB)@CX_Fngvz+)@%xE35Y&2_wF90n%vQu6>3R2$r02#9eI
z2y3x~5hIV8?O~GAFy4ukYvacb2~A?3>{p^-B1F)}?QprT?_3}e`Z*H-Xh&9g!{t3-
zEFu|LBepV|AmRjXhmMs-^9P~1z0Dwy-;U(mUOQ3v?UxgbmYp%2*EEnPaF`3^5ShaX
zsW-AHv{O|*ek>evsib#hufZ{S^nVa^3D`tSpRek?Q#ysDe*}(9`YbV)9a08KzLSD!
zp<$)*UrU5Hhb3@`GA@I9PeNy^v{>Ru)h1_MrPU(i9j0KoDtuspo<PP93TJqe9`nd^
zsc*ZIu_Q$N;U5168d-NBt>2Q<Jh}uC8KA~d%W2OYDSIcIZ>dfMz@%@|5Mz7a0PX*C
z<Eavj{-L<Z^yog|C&ozkB;KDm`j_1&H<X|xJZhyaZ=bP`2|^e*p^AlxgY2EH>)CX^
zin|Dk34Dni93qky6r^7s)EI6YB1jZ#-S}AkvGm;dN|uw(-9?wr;r`%nm&hyNejmnl
zM#P*Yd=sulc!-(T_jn|!!%z^`IbzTtH_JKy6d6I9q$Y#SDf}~olsK>-JxA3rAtC$6
zpPwThtdQ~4N2cj_yW~2^M97U4!p}N=;kg(T8qT(3wUD|{5PMz%HMq2$g0Wx`p#D4E
z>@B9cTIkzQ8CtfZwShPTowt}k!l94Q?KjIS)gVd#(*{9feZiE3@HF~{unUpFO}u$v
zXlkyQm~(2+jL+*##fiEdf_Tzt@nOMG^0MK*h2c<(phb{qS7>%W><6W_{OW7+Cm+O(
z#upbX1**DkF3fI24=zG8YhC(MNe05pnO1;KQ97K0JadpH&aLLBkU4#wj{}1L5tY@M
z1Vg*ETkpl%FQ4=6#@P=BAHz4^+ox-%&}pEb{m=AMs2lGc4gb+CJsD)qu@W1M_Cd@Z
zaUUaW0VrF$SpOQ^SScWQ13Le&8vZLrA1ufeB&dZ<(xibeqi164ukqX2{s%*o`<G1d
zCXfE%RS0U>T{QVFt&J_gsG8Fq1=6sv{0jCDOX}MS$#CODDaa2?{=~P(4xaFG5ZN3~
z9eLM$B;R8jaha5azl2|H9QyKAmh7Ca;By`ys@-g9E@`Bt{7t@{cbqYBJsp}3KNX%Q
zxo+YCVOw7;<Q*#%)zy1tQZ4K%O?(MAuP89%U_*?(qu#s8+wVxmAjxl`CCKN;23eRS
z`Z%4myfK1*1~d8b9CnX8mv8n{49$=|tsrkfF`eZSU~u#kRk!5~JJyQvfz9s5#P=R~
zT2ZO=(TNPqNJd;(if(L&r=quZJ)!sL_{P(<Bxj@Fb%_~g>396(m_6<96G&($2S?Bx
ziPA{5eWjc6auNp*WZ3whQ~GrtJNd!xeJ#Ebb*}cqR$9>p{~S6fKuA`o3}g*61%Wxi
z8z)e#U!>PR-o@8_cVD1Mgd?EWynzv0d(^)WCbV8Y@*K}ie0D0AbRUGMMiCXG@0P1=
zoL|^sh{%QFqkmYr{9H)kSADH%b&V+}9cTYCgM`NB$xUgjww9coLrAc(XxKBDBCOo%
zjyl;z$F2E>$QErUt<)CKUdv4#H7a(gGF0K9$r+QXay$0|<=x>gqt`?Tx#H(`b9s9t
zaz|2Tsmm{5j_x^R`JKGLJ0z0kCT{d%l);D$wjViiq3wYNO3ifKaY?_;wq?VHPIg$S
zrK3vaBN%A-jZ7zVnxv@`cKA2Fu3U<469(Bf=`Ia@=!)+~5P|o!h1D=NVwCWlz&Wa}
zkBal-d~<c%Z0>l*6|Ib~{pxl&dGB)iQ8jt{$4z@QrC&55JZ7BZU7~e%=K=O(_H49I
zHls#aT#Jp?|1;To<Fq?z9F-#-D?}tPuY?YEl)<#;c2Nzx($O6sw^9?s5Q397t>6xf
zJUdN4xrc^{**RfRa1!wm>DsjlBx|YIK1oTVde6iH1X)Swa{a==e$JEs@GKDtXcVJ|
zFG6T;L4@{(JzHGnQk9GvEFKHfOq6_B#joWZd|AlhvZ*RXe&6m@ea-f?O;Nk+!NI^a
zL}YQ#y}~d_6{v`UcpuA$pf_88WMmjG0V0|OhVLlbN#}H$7&u_$NsG3EbYxuWJnBA%
zegbm&zl7)9oS1k0_`mFFCpcgEn4!h9SYZ*3X{=tSUBjFO>2Aerm47Fa;PUZgt~vKw
zzZXI$t953nwAp!9Bc4q0&rN;3jvl)uWlzHA@)N(ox0!Q86hw4!d=IKCCJcwezO!07
z)L*d|s<V>JH9q9<YEWhQf3*$`d@eIL5cQUyc=+H7^zdoJ0MhJQ8sFiODrjjR(&}V^
z&Xj43sM|4wD3ykj2SdHgM5ciSSvEkdgxj>t<XK@OPhoyo8jUU6=|<5Z*jA05!6c^Q
zyjq0|a!o~DwHr(VM^)XtD&g@?5)FPwEiYrZ1cnGY(LhBpId>EGUGv7`=+;<wPu+EY
z@<6eTNqYZl({}`>RMim8{x2T`Bpir%>axWkhlbEsR7p8b?G%rJSCrH<oK}<{>^PL6
zW!=lVY55C{8j_+8p?eeAPyox=gTuYSjir4gwN5O!Lt>Hbh*}k0fl?haJaRZDiwako
zFO(q!(JM+Ik(UsmZKS<!U`|%m)7JH8ISfP1x9Mf~NKpvyz~OA>PJbmR872u4%a`(q
zT;~$)lXIYRE5*Az5>mgs2<}tOFaXj2ikRgI=ttv3K(CVfmiqq*-CciRPFT|DTO$h8
z?%X>~WY%BsCyn1M-7AUPiZKEx)jYF(*q+Lq>xc`h$+-?PYBO$>_E6JdiBd|LAWAB3
zwarPN-}lQ_HGd_c;+zoqOIi!Ld>8+VA@oU3GGWwjUp)GR##1qPw(_(vZMv+R$)L40
zLJuIEvQp>P&#u@0N*VQ;3eXCmjNnS?6`)L0o7Un2(}c-Kp`o?zQQ8OnOGdhxr~s5D
zoo>}J;qn(0HARPt3eutJ@m*MhbwsuwL~A}^RiZ$Pe?P<(Cz&Ds)ZWup!I6;)=76!B
zsK)c!#;u$`5av;QW1o2^Md$8e9x;ee)z(hd(NK2AZNRoY<J1=TjF@E)P@{=;>u}vw
z{~oO4pqHAAic7sqrr#G>jL1-HUu77?TQ1HCL$D}-<`uk-;Zb)+Fc8HqS9cnLH-w<E
z4rCyM=xovg0+>Qg!GJ{Mm!}H(1b*z_qL?){LHA%4LeQ+^#srn_jLqmWWZ5YLjzUUI
zrJ@-}rD6Ltj+}XcCx^_Wc_tkWr>d*d^zW%IdN0nuuT`au)58VJ_4Ugjd``_<7C4kN
z?XW-m*|ug6zHnV_7Q+tkJSTq*Q|A-Mo(FY1-<QJQxyYkzPS72FyxbF13EvArr2uL-
zEaA0+gN5LCp7gSlex?-;CAWfgVl#;Sl`Xzj84nE52|=h!5(^>ahSI`lF;d%RJW7?B
zUd9_ud`*FYL}W+WAdTjAojsA0^#ld8Nt0N6!@!+a6dh5yFrH_|9aV_mtMjL1=b>j{
zYa|(u9S?JY`4R3D{F>CL%sgB7LqEG#9BON$!^B$K7;O*8O56j#R3iik1P|oDyVM9(
z-lUD>UCtt#wC~t{ugV;E65NoL+&$RZIpcP}K_D>uG70^~J)^LAeGQm7o1i1dZ`dA8
z6$(dk<9R3He~46xAU%2dI!rwfN`8l`7=maZN(fZyl{(1@yY3d$3)DFx_H)tx3H`D)
zhyE!b2A6_h59mCE6Dc6hD-`T0qR!)I<1I<b_8ow^qis2yl=1y$({OP3x<DTgi^W+v
z=!&D%)FxT%VFE{rtwtK;B&XPJ!M{jWE*z4&4W0=NoIcZqDnK#suSjcsgaTAf)GM#C
zQZcF&Xu|8ppy~vrQ9rVNI3E6tB6-f!OBMTeU9n9blprZg{c1XqJgHSx?jIrc!{{Hi
z8r6iYNktDwS>qe<D@o?D9U=^dPy2HAeRc(dAI@B3ld%cW=>LL9svK^p8svggpIVp>
zs4Y=Zfc#w&l1ElkV}th_2Li%yvLIj4XbQC-ZuigV*3L4rhvr2m;so9G$A~oZArb^{
ziFSg$CEYmw*`3{zo8d|xY{T$G=b<bq7&K<ItEG$@i$6{feYxNZnmu(j)=+&GEXrYx
zPjUi+I#|e@ZzUc|?o>BTqU6AJSV~Yqq=t&UIw*7f(3+<-iIGn7z-gV+G)Jn2$z|8t
zCVWT%T>lo0S&|S}kYCX87Eq`6Ib(Z2d7ceZS3dX%hr<MvA55}tIba#FWY#f3eDn-C
zl5Y|1dI*m2f48wd6giK$AtDu>`-4Xh+P}7xG2{`6%gFby?i>?NXln4^tbvi(G?ghK
zF^(vqD<jXbK`7kKm@KWB-_!cE43vmPeM0~3WFWMoM)n(MC3N*hS5?BImPRD6rdGD1
z+65rRr2JHR;p2A7P|w+2<%QMR&W7FSc7D2}HqY`SfC2ggX30ukYAE!BKeG8fc04(b
z6es?@oVn4OUP_cTS9GlM2wy}ICy=o>QJf8cA4+s5P9Totl97HgVhq{*=j?hwd5wJ8
z!~k3GGXNKd`Okg~qZqoZmp#30M4Tb~6__$(zsda}b3(VIz;E#O7v1(4_$>ZJHJ5&j
z!+O@-41NN<adjs*P+_wZWvR1C_Kd0**dj<^9|3FfPB+jtA$=_-Akl{+PPM7aAD1w4
za#L<Y;e707z_mNRBz*V6WIy;(?*0vJ$zN=hsGr(`LGD$_kIZUbB3O!8{B^Z|k~GwQ
zVgtTYrCN#cA2s-Y6vP^PcjXnZlA`av!PqBd!$ej;4g&|lKq6v~`|{_0^$Kmm2gZPi
zZ;ZnmT!bgWjMN(0R@QO0R~~J&RH+khZ>4r0k^E%x6Gn4Nw$FL5xp@HhV|f3JWDmcO
z=G60G{;tSb`i>yEpE_=;h5b;G7ki!sKt{dS(4dy$<S9kVd=K^7y2KWq5`8xh8AXv;
zh9R6ds+|-bT7fb!Az}sWpUT=m34Z4`$3tvGtewAnN3vrLVL0YzU)weP@~HG+-8|S<
zsX^a$F|=p2$ydZINchpWF7!J3mie<38CxyXM-QkeJ#+34N(rHnG2s1Fx-Hws337w~
z0Llwcf6~7Df~WS&j+aHiiEDz8{64r(e+(hGnU=l6L7t{(!0X5@<3Adt4|33U|Ijn?
zuC3&Iz7;+E!;aUklyuum0sW3_b1Ah>fxrW&zrx9n=r2V}vHH*8mF2Un)*tvc3!pIz
zPNNUiJ9^aQ+f}y=K~Yld=L)>BXS$X`;5Yg5kUsb8-Rq_IGtjnE7v->IOkA?~U$`0H
zt265mXXtzkRUHm~Z@4*%tQ{fV;9=lIK`d8KX|DmJUQm`#lbEs;PFY{SF!zjxIo(^k
z7NZ!e`~0%K$K_FT8+wFm+K%p{g3m_9pi=0X2Tuc9ZDPpDT`;8qRJ^aa2hbtMpWkut
zxq-1}Ls`!KxMJe>G|0$#bm?rsdQ8H|6|XNYIzbxuiW!$B3k|#^`8G=A{XpDtSaC|&
zMu-F2Nqg(SqRK1|8@nmp0y2I98740{s}*V`rGbnGMyUc5ndq`3St<oQ7$Fq0^o8&(
zg7DZwS^6;}V;5LbWwvE{Xm36+13!m>L^4X>DWt~Sb)F(qs<v|-&4<}FLG#DbPeG$`
zIX^E0R`LBObiZ7upa)ebVQ@Zk2Q*!Lf|)IX83!$kdBu;CG^Ddj)m=pqji9P+fecuK
z-)9Cl_<u@|D_?z|(nqKB2*X`Mca`8&aA<z4$CiC-jc4c3qukT7|Mag=*9tYtIiI<2
zk}_oF^2Hw$oMA-jbuk>jtWp8k^nXL0{A4(|F%bjbuA?DX4tRz?*%HJ@Q86Y6VG^Ko
z1*wF!++7&ZXyHA1NFTMxf8b6!AL{Bka|BR%$43%Ls@5C8p`On~Y3ZK1d&}Q|g-y(r
zp}}ND`4$FXE288L_9pbB5ERsl7=T?RwUeW<71!V%DUjJZ8^_Q4{!07=(7+l--E8bJ
zB(TrVxA-t+-Gd6#oXEa7_9gEt#d(0t#y^+0i0g<mLb&~AcfjJc!XlC?#%|`vo<blZ
z8O*U3?*sgej4W4^$o)IhYq`N)?{j_~okdPEe;ZK1#=zZspiaG<AbD7NUrPqLp0|4G
z21bgiw#9aQr}z1Hc-DW6|JvymnqhNf?K@Re$N;O~4zA_7ho*+JC7c@tt<-;|Ym%zW
zlH31@coNhqZ>M$#F2kaV3HLKGdi&qCFR5?q0^V<n>My_EJS5#1x583pko2J=8EC<j
zoW1JD=L|-=dzO0Ada~80*&vI7tBg)Hb-e=g(tekx!8^0-Gbmujr*&i#v=vBPXj2SX
zA}G&WNrTY&%RWk5zUnylg<r&Mw^hV^Dld4eY~kS7%Mh})mHLvMv<M=Kpv^4LG>;$x
za>USB^$@&j*MrVj*g}o*?PRD|m6lkV&)|-ejOoHIWCET7wvA>)wse*)&P)jrlf^fS
z7O#)_331Dcl&HZ(^|ANa3m&r;)G5Si$_d{D_-Y$Ym=XDz5DEGf+43M`#tGG{PN%BY
zE?pk~TAsEAuez|Y#f_bbS9M&u?`F5gR#Z+^W!cNo45`ngXY<?kn<21be=<2+mO^%O
z)hE)R%QjuNM&rNbcbdKp#D0uV+fk(2dfGWmD_jzg#S(&%d-}P2v66#=(>W*|wLFC?
zub4>7&Gxm#H1aRaT-^WhJH|qb+nC<EGk$!vzvDkH_A;crje+^+%h0682+9fnH}EpF
zmT&s2YooP$>66}RlOewLO(OszL1@cv4$R&(&bwkMI(c;ll$=>dSzNu`nE+hnLpLxk
z(lIfomZeM?9R)408+3QBat81mI#g}Kh~#e8)T{hDNeb^X-Xte(W71p)4$ZEg?}E?N
zXe|$Q?J7nxLEaX1R^K;Zmv@$9_Or$IZ*pb!P>!<BH#bzH^df)dx#a5z1>26Mh{Aa~
zzb2dq`utlO4na7WNLqg`wJLN&G0%ZbmH-|h=wO;~C`8|wqt)JWA>`)#S(TYckN}Vj
z@}VBlwGLRNL<2nZpTj}l64`R1WDs9P4a$pCQyYwL@gzR=C9s8BrkqnY1u|(rC3tRB
z5%V?@#R>Ci$rFQA4$bVZKCY17V*<}})wn6MP>-R{aDz^E?D5cfr2Og_qP?wOIAN}M
zhrOeL$2j1$KL%oTix*<&B_V`OLV~C4nH{jG8NG%#Lye9%QdJRR(DifhhnNdc2jhBF
zAphAKGrJPE`oaDibxi9U98VP6%*Hhzryt0N54jvYJyd+<GN?m3*f^v&h@DRzSnx6I
zGB%ks$RCU@R)%#|uhmPIp0Zk?Ko*u6XW;sj>P+Bl>^e)%m(^01)n*ZdtZ%^)^ILh(
zoZ{gDoTl;m$P0pOjqahfz8STKCsjD~tmpwc>w!QzI`a@%aqopC#gEnu3%CR29Y}tZ
z_Ds=W&sv9&ve@eAUOXW;s=`1o`f|V@AM!v(oxha?=6((G>aW=ghTz9c6>Bq>!XKiN
zNK+|I3pPxRS<8x0aiZTiEvf8<+smk<o!OVSz9<p~y->Aj^VYCE)p(zl$VW2xbsQke
zKCPNaFK1Lu%6WtfuCCW^|Gw3rMPiTepr9$e2tDQmq=fP0g17F&_?|~vcW;f#kR;}9
z3F6z~JQoF~hF`<mA}ALeKUO=tAQ#rU=EKWflaHZV!1HYjAQ7Uy47ho2OiNB&d@=sY
zU2xqdw!0v!c%oCU{`R~3*ExbwHJdAV<dno*wMa3ogOWM&2FOp^nXm$!A_N{kYh<a0
zkKaP^u2AzhJJ9vy{{<HJZF-M((f*rKmbo2;!~q+pG*h?olA-rlD=p^&Izk5E*W62f
zy*GM5BP+?s5bWJsLQ<%4|JWz2z!T?P^^L|=whj&^ZxsNE32^+~$PkwR<xVTmgzN!<
zDvs3UU`=efzkSOCo$h`iSj|wcmSk~M+bBA&_8DEHDr4!CW8z39s_21xmM87j>$P)R
zISs+t`QrGeS9!Yyf}VVP4ygcj1D9|PJ+KkhL<ZR^KCn%Df6YaK>$g-vl{V9yty`-l
ztDuz0@AWnBFG@`%9nrc#4RcFZvU)B(6axN=5bsMm1<WE8p}%{O^xIXJu-q8)(8Ads
z=}r?9mKyTf3R>8Ug)O~5Jm0~K&`)sX0|WC+SW>~sP6ATI)<HqYdP28H4R?x(_Tyku
zzJ*Iua+GO1oEX5^BvEvb2gz4h2hK3av%`Nx*t0FT(`Ec2u~6q;($u|59$L>c?&+y^
z=8@|DBDV7hN*EbppPOpUTYet{s$}-bY8nSK^$#cV$J~Y@pTgE<KB$2=bEmf&d_fI{
zMojBf-2cgqBvJ&EI*|Qmwjw9it7k-i6mM@RGE!!5Us4R+BR~fAx7p?2{!=0o;otGu
z+4E&&BJ}MKhCYGT;bZo}q_$*(b=rfk;13(kyhr_U{4GFejb~i@VLSY~lw7COP93fN
zXM{={Di-D%CS<YEQG^o~zOn{8QAfhuY}YXc+4mTe6o3^f50dLQ0>--cYw6QVj*2&u
zjeeeY5lQsfLe&kCt83&gsm)Gl6Kg%nj>TW_!nB|AkZCDDtg=Wvg34>+7grKXs~vab
zr~+bKvS&>2P!t7FVfttY3Z1@ni!~Q8<uZf-?suD>3CK!$mQTV3!oHJb3)n6WgMOev
zTE8`Z9W7QLL@ZTr7Jn5*azpQy@|FEvuXk*1dat}+fiLcppE$09rS6s9IeW6KA2NqR
z6QaZ#u<|rZfBrolB%A_O0WoG+XZ~v?m`1k3j@s(%$PI~QF*wt;ria3GrOX+K5uAq^
zl!6eQ&1}g1P^fL&{)rdd+PWK41v5%MchCgM-QEza(gx{wBj|U3UBa;1MY=+8`d>vT
z(=EL97V$sr*%Y6@rHybA$Btl(awRsG4_yKbZSqDafu2k&e}Dl6Q)5*5drU>@pwN$M
zL=AJkX>Bp9H9=~fR^EqLAZVN9ah23}`gSfq^f&v3w2>WW&@*odf*5X_iB9{4;g^~o
z@6r~l;TSFZPcJV-Z>_}qpSJCuY5ibxQJs5R>au^|)Vc(<9_#9yY_~==Su{n-+U;Ab
z?<R!>;Cn<fQy*+a)a$EI(LwTQI>Le}e(d=|QOgd3wf4ilizZ3PE-&=M!L!4Mqo7sv
znx(m>1-1CCPJgtJJE_B&C1=Q!|7wLbjRMMW1EV&5TB*;89giI)z_?Mb#GOBOA8MKm
z670Yd%M^D9@@uyZoOPm}YeT^lefsnh2v<gMJ)@<cb&p<aeOLW25~n(S3}|&qL%6X-
zZ&Jm%K*9<Tg1*kkDlOnvz&R)se-7ErR4VCcHYuj{d!+TP|MwJPTl4QJgd~yTI%iG*
zGJ<5x_VJZ-BbK0NP)WYfYDr8{Ziy?T=H^=1Pmbk0*G$vV1NZ$k>yDkue2@7=Iz)8i
z(>BuxK;_C7L@vT3dD>l^qb?O%Z;gH{Lh%}g33(4rgcXfQW5$y=dutJAg&I0B7nn6{
zj>_?ua>UZ(nQdgN^*vR+9C~Z#@^w>9a_Tml3XQAnQXy0OQ=@n`38ZP__9Jly|Bu<{
zdgOTMM%Htcl73#>tGT#H=M6ukx-97*$qs!t!9pe52*?@3dZ{1q%;00=u~4q)+@Zcd
zSFcId5`eTD7DXFinmjfi28?jr?~oR!#uon|a1`rU4)4-k`gTbqv{=n^7*W-1=!|4u
zd~&YqUhWBaW=z$z1)<@!&RBkTn<($cmJB^rzGYrAH9mLk#xf{M?&N!^U0bYRqwsm2
z!H+i2-DMM~)atI|saig*1sSN^h~_5?zZ#j}8R<SGT$HFMJ2Otd!y`z)KgUe4c2Vfq
z{S))q*Xvc$`;W?@<n>+J`UplM6KHNT)n(8amun`kYP>$Pf*D(~6guusdgLXViLlON
z*lXl;5OB<6M;O*SzFmWg@-js_q@@j%BdLN2$&kHRN?y}zN*&s$11m(2WDeg#kEC3a
zB6Z=ICs1G1^c%v~_vZ2oc%S9vN|ZxAnA${|@^%33u=)gCASOPf38wLMY_Ao0Z*Bvp
z5r3#pbY&@AxBOLDFP{o6(=Ny~f#k4qrjFp{4{Z44qFOVeNr7P_f8=$zK1i2!VwkTn
z?~`saa%GDf0iEN*A%!f|nwOu*kE-@?i=Nde`K<7I^0EsAD3VuUX&|SG;+K?6gYQ~k
zTq<WJ!?4fw`x5pWq*_s3Q^7>GT3Zq=7Z&E7klNnT9@DSTB-QYWJZkbi>OM*3zDxRB
zEW7t}5^Mp#s<eMHh$H)xzEtn={{~{!K0=uJJ+O&}MTR2Pq>gpR&ehuGP2GF?62)D|
zMjgi{olPu6inY>~P_%74SdJYq1ZX&BUgb}&rc8z4yb0w(ZYJ$tHR4}A{+vzh{9Q8p
zMAc&_0yQIb7SNL?``|t*NE6l2PGfjmR#!ZuMNFC~qT!1j{YI*JB+b$Y`&SCbA_FjU
zx^8w#*Jag^AUUf^_k7e!<FY^u#c^gWEN{AR&9`(F!S90v=4O~jl1s>ew`OMvR0bdV
zwq~u_u|8xuDGi?nlXNN~D<1(8F`sl7%aC)EbRIO{d6UJGfcNiEcr%7*&PZ&z-Lx6W
z3ba(r{VKHGF6pN-;v1L#kowvh(5+Yy-js1y(f2cMJO|xp9X6kunb&H{i##VXAg<n5
z#+3_A1hh;7#Wpg5g5Re5|0Bd@B~oR{g=}d8(~bo$iMZ`q6CcQPwbKU%*0!ZPi-rJl
z^YSpQO;!zj)SJHSY;eF$Z=&TU4L?1&$I;A**`fiua%A0mpB6no8vNHNdB;jLA`r^u
zP3F+|FPdA+T*!dVjM^ceE2aiI1<S3OBE-+!>BCnq5z=O-X}*q1eUdsq(?p9@(9YM*
zMUQ#X12?8NyOT6YBh2={2r#x7QR9~-?O85@@&SFg#pOp)NG=o2nX5i{+2%q|p1c+r
zDb`cIaJE7$MnkgjF^z)wL4*U*G>u$&&8uuC>Nne@>RYjXOji&o-XmUsgVfUo?_*SL
z@hhl3j5dvR3I>gTP<)A_s_#FZiT~4&Un?WD{d^<%%`r#A$w19NI2t}#`c%H{lRG!(
z0274X-Az~#YEh53H)H6)P>k01jU`s!;&aTuVKL@t-XpbX(au2yTC$k#ul_W4q>sOz
zPm)M$f~d637ReWsoquo4#;f=ml%zHj(4}~Yyipk?P8aG=Xkm2gb&6rB&Kf_Xa_gb!
zOcu>sRp#rC?k?wDGdbAad5^VPV|*H@nMqJ`cdsrZPuXsmrkojBT;`Y%N7mAc0J=L4
zZG5>!fbum;lx$JBUuatto&|j7JaA*Su;JPrVFf}p!X4FCKhQ=Z&q}>#ms9zex_02L
z(tA|GH|6IPScTKG)|G?4sIa_4R^`bW!1C)LlmFwtGgxAYAW8C(0d9an4Gfy*z;vBK
zrsQU3f2KuUfp?@mn~As>W_}gqQeQ)OElgBWL{Rl~+!tD}6QhK94efQZrygGC3d&&4
z4bWL=hZYa7<?>YDUAb=ABv0Mc|1V!I(4t|PhD8D+v$cZ@FPjFa3BL1Yoybxw7XI)K
z7Ve^3S|)r+XFEU+|DAl$6;4Q-K-_W=_x%TDR)&SZGL3TK`ZV<QWGM3bEkjko`h<4Y
zHw$DXiVe11^t6GI9f3ss#SJmN=M%Mv+)$6|b;Tu1NWN^EyZFZV^oU*rvm{dCy3FH3
z<%{={Y4g+h$Z;m3Joj%t8G}v*q`($#dU-Mg>Q1xvQ}%*_nk@of9L`dAq*0)zRFjyM
zl|mnbC4225$f7WHm2mLc6NEgF_B5dfWfI>=Tcwe`<sjFD?eVWRi904$_kJ)QQTsX7
z88|{95s-;IKCNwd8k53qZqf6GutN1|osO`vwU#yN8bZj(1B&Lqso%)#_{UJuq60tp
z+H~Vu8tqNZlv7mlvzo1yfr^zxsI$v`VQ%L+8_ceQ!?KXd0BWSN8aoBu1i@?HDJ#_Z
zeEuJmGnMF}8%qcJU@Hf8Y`v)gg0MtyF*G)Ov4A%;j`!|C4vLdERK&<_ne;k~N(pqp
zEtE2U-ddB7SY}S#Jxhk;^-G0O0s&ydxjt%Ky_wB&<;aHL`>WXsY1Dxe!u-~xD?TLe
zkYzwc?xtTouIIiggwJAh{l-4f73(=tR@DOxEpTPv6+753ve;J;nrUJyhFbmDJt9qX
znXWhx>+YQuA&|6WAv@dcx*`bHy`H<LLynj`iih4g-0m#hn4+h|X#|HkR+K(AgcGtI
zT2xt!(jq47aHnS_BqxGE)G)A4jmgKgbQ)%COTqdN4g@-g0;^n`ff&|zRnO=|0*X}g
zT31(hW^08qf?vk@{^a<gJ}dbxttYC4|7SI!lyAAl=RYJvV>7W8)qz;7JC7EW2cmv6
zma3z?BWErDJ|NpxueHI`ew;r%I9uP>xMXsz#*H4yo8RjymP75b+0`K~GLUO@GNR4#
z)*Z(h2bEgH);vqZp^Z@jvBBe1P|x*Vhu#%75F<yQJTWKu5)r=la;iuq>f-2c4=ed+
z1CJm0vv+S>XJ_7vtA6bWQhPA#uSV1}+JeZDndweV4hTFIQVB5T4NQX2+Yce3)>qE>
ztfZtZp;s;el21p@LE?sJvQ()%B3F|+rHz#%-dWJe+yWnc>2KSA7OP!JD3z3n5$}jv
zO2`)T^!;J8;v-0>t|^0H#;<o2<QW881)5qtPZo#;NeJIjZt=C2FnbnHlZ;t(5x5Ux
z!GFSd>2S*J<n(yC=KQv>G?`Uyx}!QUuS0M*9X2mL90?bn{=)+mB0&xu`qg`0lh^^~
zdalXx_Rn&Xr7Ypxahk4}Ma=b*cHOIwDpZ3xQz8eu6&{+t>37y|KT^%x%EE0qlIJ_^
zu@@_oQ;yn2IHK35%*Pi)eU)v1Yu#Y5qSq0#{<ZUT-F08m`PxRdIUG%#zo$}_l2I=)
zH}7$Kv?gD&SHjWMwD45*E?K2epv&jn!EXK97x&Whi+fU4?#77X^=)oFxC-2?<uQR4
zTIEMbe?^tPw-hpnD{Z<Oc4a6f)pgCdyy$6oLM~l20sdJUQ1?eW{|{BSPi(Gd<OlRZ
zs2-YS0fv>p^Q^?MjxKVoukr9@O{YQ!H{r_lCne9;metwmsl&!pKbMa6(Uk%XBa!r3
z*Z8`{%HQJMoZTW1R6v$0M!rr?tXu_0>$8&B%q}S69^j>kY$$Y49NND|{drH2x~OTz
zr(Qet>w)X0b@OF8`*<rRf>=6t`%tM=_<?Zuif7kSNdAZ?117R-?_KeXav+h+4zS%<
zi>kL0RX@l@8UVYNLv0Ec3375CuON000PH4ymjo_}b;7r77R`TY%8(&j8>K9ebJ8!o
zd=i*5`T<S*DO7pK2hAgqdx+W()jRcH%7X3R*>Cq$odZb&$g@NESIX>l6s?1w{vJ>|
zSg8zDM@6bxrnbp?%%suF@a^cUsA60us%qjVthhetD673Z$ROUQRGyXp1)ij$<1AN)
z4R`khH6T~D1rage4Q(q&JyaabS*BVRodi>+aq*m{o_trROER%4_11hF?Ixu{dz`{C
zb<(?~5~^D#I+DzE>TL?(s`wrl(R2Q2$ZK?;Z_Sgsu<T!Pg^>^epPWyOq2?+yVaDuT
zT7n0v3zg&DA-(AS`5toUYH1U*9J5acHk_cUS5YTgv2_FY^-yuI&ojOy_2bh_V(E3l
z3p+1>#e*eTNB}kKoDL@hG+ceb6JDnAY`y7pZ39x+;uE3gpF)5}mG2N-$o~;xCi&O4
z56|-rVt^((P1}$Y=Fw#OI0R49cP8goYqgs{9Zo_ktl9b7-+k)REMGRXu0QQi4lCxu
zu+tfat|nQO@z=%fJ<`|_e;pupZsj?9meD^O$cvj8Im#n1?pcp55d&8udcVY9+Tu^s
ziiFVOzArz&`rn+Fz?V$`4`T#oL)B5j%}Ny1flrmKsYIwQ9xS-Rzy~;q!V{Jk>@~#M
zo@&}!c4*^g0_(E99?=?d(OZU!+dIrJJ?$29FmWSvu-<ZCdj%xmfIwCuPFC1W$sf5a
zO<QeKnhb-`X?e{Yg^7)SJnly{!{)VSZEhCaaXB;fPAx4ceXy#9)m>dU1ukjQ9KU?O
zdVuF;6PhMEBbu{9QOOXZHpLMcKql^wqan3k6RHv|2*ZE_Tca&QhM?5bxy%05{3=>B
zHy<sBItzZ5FzLHf0<?5sT#AY^!<J8!L{{u$MQitw+wf`ff6r>OlvQ&tygQYn&(5dk
z+T_~g2JXP~3(+r=jAV2O@kPyz422YwnED&OP}dE8k<)B(p1dWg_cJ`PsEaZCH&i*u
zxVZ+Xj9y*w)Kid0OzQPA^jaLVlWPx^-eh7{|3jNNvcR(WO7Xv|t^&u^!d$>lSZJjA
ze{HAnFXm}dOwB4$+9KO*b$K2YCeu^ey4!8O-&_LdYioy*&)<)K<__oT<Tf@=WG1U+
zA?NWUj1j7kqiaf7&h7TcW{S`80*SA@H_`Yd!*?a^w5(mC7JEpqDqvc&loB;2E(wI$
z8AN*hDHQ9vq;g(;Lf+^jR>Nv3h=zP+XgOEU`uPJLUJ}BEKFF%ZPApusSPKmm3F?c8
z>;AB&TDF%+%#6iG9xS>Zjx_NisQ!Oci&ZjldArOF(Zj(E5ozUfV`uZ@_`5PyJ|Xi(
zSJFIv-(`$#T}`_hu?mwe;kcspDQY-<PflClu)_7`{7>dQ<mQ1~Z>=lhRwuJh$HBdB
zvsATgBq1b31ph@!`cX<QqCa7D)Qm3E!yPoBnT23vGnhCjE@zP}+gUC=lTg@A%!SeO
z)EP*twdH)y{WXE^J&p*AL_t34Lp$J~mR+7X?yE$7QmsO!G$E3&8qSf}ty~9_Hl3F=
z;dY#8hG!07MYz|;J+ZY@3*|9wK}3j`la0wE<QHJS97A7u{`NJTID|=*)S9gQ_j=-W
zde75-r~-LbhOfWo^S*xbX8+!+MM9RV+{~y-%k|qG?gr~W81RUPyWs^~4JZ-~8sLWF
zqca_+BBlqe$>uMc_1L&y@|c0BaKpks8=AntWaT5UvmHyWLxk>U7`oIP7UJcI)5WGj
zK%xtMnt8R3swKEXx7fwVib<A}2J|r^&cX$M&t<8@vg#cfFfDGwAE3sZpD6hN-IU<9
zhbdjZZ!JM^b$_tS2rec?z`^E2Ug1iHfJ=gj>uY48wM=6~VyIplt_-(9;=t2Z*URC=
z$O9b0i|yLve07iL><LB_NCORba&;FAC{TZTE<T*a=)Hhl^f$Dva52sPUdG0@14Y$+
zf6qxyCeW;2`STJ0^f7WTWI_;<fdBTxtZ|S)O?k`i4uuRGwhP^wM+prycZ90nQzh^5
z>0XSZOjZ^@=n{+qvN<)MC_j=DA+3sGD_9MiK9?R&L22=tAkJj8@!iy%Ap)?w_U9Yg
zL6q-kragJHVb3XvkMJyaK=Hy8#^RDU`P|+ay)q927hlyX!mI+~hxI>O+tQ_*B?iO)
zQLDmyhV|a>EA~?N{-mn?yJ$!$%ubjF5lVIjSGJ&%`#alhejJ|j_da<>Jn8og9h!Q?
zL#9g_VJvW$<M<tCPn=BcYUd?gI<T7I*Sj+sY391BT}!tJtzxKMO~fPdFa4o1kv^$h
z#SrnpRSb`UCnqJeOi`#9(V_1H32GO1N#^=k9)KRo>2AJ_aF1$0F-xu}ih>)2EDFf1
zN452<=cR2R$(@>VDYFHp({Ruso_mr@1-k+TIl7Jplu$g9?EVxwj1`m%h^V>pk^{de
zZ7?ix`+GaTMF!A4hjhm<caBAekFRC9rvIy}JC~USV4X)F6QGplXba<}n<(>)BJGX@
z?1^fVP7?&%j`16-tlN#ZwV0+T36TN6H<z!oC;q}V+cp=ikvLAMWUSACB2FV$?K)-k
z(^h?F^!Jb?!a~7PUjWH=blRU6=*Ix@wHd8lP1E*llLUJa<sI+jE6Jr7_RJ`P@*w|J
z`8#r44Ej3ei><qorRtBmY9afzRyXh+88_i=Q-56a`vdA2zQSmlB;VK5v+{_1EbAZi
z>r}`@nj2ti3GyqiJ$P*pe>}T+9H=Xo97_9lYPNc_&GD9gc8s$B2{&)#QtE&I*XG^p
zi}5MK|E5XaaF4JVz;j2&+()zjQgnK$d6$s{GVNTX<nEzu$Lse8{_Ft6Vrfo{nK4@;
zKy|T1XByI`O}%Frr<By;o)mjg+*atTLYxNo4W#i_!^9oVyH269r?yD)CwBf2fFPJz
zzQt6DTPoXIk1O7%OFo#ct5XW_6Aeb73{qTnx;W&wEgD=0Ypw88D|$dh1C4i$5w)9l
zODt8P#EFa`R)r!Z?V4F$hfd8L7Mz%~Fad*DbIm#!T{;?3B9w%{ATtq)Y`h6V0@~%-
z*mXjMX#*L#<c&go(&pw3E+$a_6TCzrE;N!OL5EGv&_3p-TUq+k*K~9(G<97op!1+A
zq17@gK0A(x+ZiJftL#`G*h>41)|=TbQtoZi-)IXORrhc*Hd^}muM5Bn0R5*}xWFM&
zOfE5@*wY#&eErlW`2&BYQd!ZO@_SQ)0t8yLK_?8TS>O9&?rfI+Xm<kS%PE`Qk$HQ;
z*BK_$+}xiqKBEkh7$WT6JDT?H(w`qj!Gs?V((Pugu@a*t6=v}ap1si+y?ftTR;(&Z
zNk<*>!>m59gClov?L<?wSb=&gS^nkpfv^9NCqwxzHgWnnv=g0VGp%DBg*g*g<_+1F
z=Tiu7$&}hKnn<W;uQ>$uweIFkfkHT5b<Mj*wC`rZj<x)z8JbCdCPEMZ{+hCkw}PlS
z1*1eo{)iZ34ZL9k627z^3S>}~O@g0(o5MaU!@|nm78tn7od~wKM6N8v4~`SH@mH~B
zxZqjBO4^^mON7La176XBL1L26^wyl_2|Nf`>@D&T5o2pDsLjngo)7IJWg*KO7dc5r
z5PbLUTqPwUe+KU#+e1(V@q<CVZ}KCAxPDsZ%|+KkCq%Sy+e_Mw5IrxD2NYm_zW{Jg
z;@X09&lL7joy;4-G$T?|adAX-ed}IK{DQZ#cE=vsie>O-YXfbJ3b2P+AXm?MDk86O
zDE32}sISAhOL{mXc*WgnwkRyyI<BI&H{nAjXXchcdwFB4sTAh^43SRkUAF#n&E7s&
zp!J85jkhP{R5U=;jLX3U?bB}(W%F1ezO?q{|Na14NU%&^=>Ig8EH^R60BbaCr1;TG
z!z1;wZ;SP-!7gstpBqgGhA?9kRKK<MO6)4jGJz3kTQCEOl-^hN`LxS8-vL05W-dk)
zIvUb1a7AVs!tfB+V8rFsye7`)3-6ZSZ&qa2LSc?BJ!h085QpneCl}P=_Sh*!vYTku
zoMl5eub#&HCcUxQS3-C=rvJzDRt11UtU(#g{i)0-F=gR*${1uA5v_PgUF$|u0ZJDP
zKo(j?(QM%&2P5?da^C^`N81L9dBWT(3wA8+l?{ITY5W0#Qg16CU4Nz=8Zy*%byru&
zt;?sCzYCKmW&Q0LH{Pz{pXK7s(N%>!f$yi;m!sS|z(?PbRjHG*<obR1@}1#Dvhy+A
zbcJBLK0V%ZyzIc7!(1)hjW8O^>orz3X++(eI$HkXZ)lf%Ud+#kaC=hf2#IBHoWf3&
zu!e@4Vu$gw@D`MtgEm?Qmt}hV;tux?tL@h<%J`S#LlD3{`I^acg`(qKL>LLteR-6k
z2vs&;p-zL%v$Jk3Q?zK$hmM+Pp<+~4*f2Crw0z!1i}ll}hTR>ZjyZ?dSa*TXGX1oN
zT~kz09K?Ln`@<n4U<!T}5%3g+&VlS7iQpTyGwG8h@P18!u$^LNXMj+MySp>}#mxmh
z^!4pu+v5KPK0X2v{M{1I;rOdY4Rbqt{mm4Az~}Sfj3xfW?1O`^LnsvGS(Q+_rU0cS
zpZ%jxwSJE}IFV#el|5?=d7WW=pagH7;#$ZH<&?WkDWU&at&h)d?Kluoq;?h=6T5M{
zL8buIU8v$5Q=s6IA^|#grD;Bfl71C7WFCXlU{}3u%jN<Aat`5zn^R26sIYw+G@aQ1
zg8Y`K5XU(5<&m5HJ7!a6Ay-#15kPfo$-@JJs%ea9b~W@HZ45kYi)pU=+R+%COc}AH
z{_aG&ha}I)m{PsVKrayY+K$`NR|^!oXOpBb7&;ik<_r%zouJ5YDLP8k(40QwhQ}2-
zW!R|YdaG!A5;n7?d3GU}Dmgu2kkX}FgP5-hvWH2CkZU#w^`|>+hzpsZ20BYSEO{OI
zdGH>F_)K)$j8RWK%kl%f<!DbPHf?i6i3)yc9~Tk6RpEWzGD}30TI`%Y=xitVZYkx@
zX~-I~30;534Qw#zA$r!OVOjfnOh=^)lf9g2eP9Ou@HsqdIk%r5{ts^_%WN?&?K*qN
zKb!DziHvR@j=R*vg0_%}zU$-R<t5HTDAO-oL2V(A#I`z!np{fU(JlcbO{h>t_PPGk
zR^}y|<K~zFZQsnFiY2f*2%O!K>Y&kJkG{{$Pk$FbZ*=<Ey~9xixJ+D~eSAzj*_rya
z{_6rxl0HN?^7n5AqpZ+5X>Jzu?2Dzj{m`I9aVa=<1c0zI`Yv^&#g-!)_*9qo%gtRi
z*6R2B0IrEt4*Y&ZKxbb!;Rg&3;)Mvdz2Qb6b`~@PB{hmRKmtm{+}7r@G#fu;Zoq$O
z+l)vlm<0ALh>09kX9okxF-eQd?;t|0p`fU!rN;JEOS_Z8-XbCoG5$FnmWH0~Sa1m4
z?$?HmTsf69O~v4Rcn`w3A0<6;Qkilm{Yipk?W;{WLF6kuP#kx3KN1K&e6CAy5tr}c
z<l558a}o$~AigzKU~JT|g9xUku{F0rf_+0FosptNl@Cz+Rlb-4cOeH=^Q%=bE<qCG
zP9V-%5shmMh37WJAn^b|eDfpLGfiQB(I{77e1M=vIW`fd&DC0c!CQDdJ4^buIr;^?
z3sr<0)mD9Gh(1?avsRV6uk>{)y&N%PvXc^M?zK1QT5gy+d8#Y&#S%OR>h5KhI8xkz
z#k|c|D0a^&I@5)+^n3^MhsVt^<zC7b>3lh1WJ_zHIaMUeWYTrFesiSskGr_NhdYtg
zwAdG`z}MT>H@c<sUDKnwcn)k!a~n$Zex_YhC!qK+Q|C8B=-0pZ)Av_B`#c>&c-4Lm
z7os#uMEJtsSUhw(HTPB>0ZKJ7jxHWO5yU4VbwB$bAB6%bM@A9Eg~Z)J6JR{*Sa4yz
zPU9cIAA6%W-tk>S5HEuDXWhPjQ8{gXY^$$^>zn24Jp3>A-a4qw?)@8VDHTf5me3Z5
zQi=qMyA%js+=CQ%cTH)F1}UYuwYXbIaA@)34nY#6xVr{6{XWmTzu&&IGyBiGyED6;
z$-q75ocmnYx$M~IK4<&LJ#;9cE39LXPb%rYP5)|~Y_sYoz(eLU&Zn`XIZ4IcSxd1q
zm{BaS%xXWJ))w{7ys7(F^v9=S&mxg_xDpkHQKd^~KkvA_XOaV*CKsU&m#L(VE)c}O
zG>@3Vf^%c2yF494x4s#dfN=&?&+aT(@YCIY!niO_Dfb3PKW6HlvL=v8`WIcIa%tt9
zw}`x9`kQ+{$yd7J3NrpTGQY1pL8o(dYSGU3iw%7YPDd;Qu+yjgFPZnA1_jmOOMj!s
zV=F%b#tR?jRok=QzI{1SdgXkY0f$rzx|<I6@Y`#bO*_waj5G5S>Ax|+zsTu)f;;u8
zb!ucJ?~7*Fd}HfVG>^ho<-DYFk<+_a_2F+(Gm!&r%mAWUDU^JX&#^g*0&k-q$!jfm
zb@!4}7WI`vSX=qQOLC7Dt=G!*+b$+9>n<+vrLchEkHZS?qA?pJ?ilHphTZ6wc81-%
zn49f%KTR#KgjLu|jNakt6~CRO)@fhLPT59IiL^%EsJxK8))xg6c*<Al;ch8h(Ee=_
z<FGdwAG$BU8`L`AUZy*^NAlBJLX9&bH$3L^#70t;Wr=cUNsgJ9b~*3mEV?PRU+~mm
zpvi#k0~)3qx_h49bn28j*c9H<e~uYAcW!x(X7V(=p>6XavM^GW-<;pRG!EpO)gPUj
z)}8SHr+z03^Pt~R_~iJZAoP8J$GAu8QZjbu2v`;|-!u(XW+Mt!FgR>an>?8R_$4PN
zGBRgmNnZ#(x2rr-<x!rVoRpE+yG4C@QDjGUQ~p@tp6sr_52OU1mj{P`-<+kgYMFW~
zc`Lr#zCdDja^CoMt5Jb8bunaR(IF~$`A%-G)j_ZLl!2I7XYV*m?3D*TfN^!zNtgHu
zIZc)M(#kh4Qdbxv)JZx2&HXu^%ET8Ntg(@T%Or!>UDqu)^!tThI|i@1u2(k_MUFcX
z^6yRDIGj*GF!A3>3t5q6*-bs#sM7++=p)?*GJ5VtZVe`DUWz=+U)2ypIELg217ug1
z%#>9V<4Jw<35rj8EO@S_mMT@_MY$^$Pnk(wLx*{{nVWXz@ZDsF%kGG1GK<Oa*YBpa
zuv4#1{K)RT$?J=7L8p5h-sk7%ZmVK9t@wu-X@@K77x>MA+2RMi-J89=UNiy~<s~IU
z=Sc!Z?d!iD?Y?bvqTeRcdnKhQ{{>kfnl*9u*jPu$Bg<*NwR_o4r#$fBS9d(CsMR3A
z!=p=J>;3?O@cQSCZ_bYTYC_)gjaW;gXHY^Ipq|@Q=?j>CvNUkN<z`Ul;|HUFg=NO?
zu`SoeDp$*Pis3eAsFKnpZb7$ffUFH9{}nK|^XtXMz~a;~0)>TK)qkM!qqukPV%vlw
zV#d#p+1|*i>pqjPzDm?s=GFU*l;dIyu-x41-tya8!`3FLwFgREIWXU8Fry@AGsZuM
zk6*sjSJmR~wiaV+4GZODbvy&QJ`>(+$(CgY;m=_qaZDkvW~|xo41kBV$A3glyY0vw
zZ`N~ptuGw7(#Y_moS$7?HdUdmF=`e(8yP9%f-5PE$J<Gpo-x8JABRyXFHX4t@p%oT
z$)7VOdmB&oh(7usg6@7N<BX2u_pXd&<-g*hd#}(g8j(rRQkS=<@{M#DBYwjv7+Gvn
z0Z$j44d86?dC#6aku&O?<qdIFlGc=TRd!KUaP>4<8F))VlFDUMqOD)Qd8;4IHT(Ei
zQe2hyfDW_U1_PuDbDZC-aA|Wgk|`8;ZG68*-0*18c(&h1UZ-wtC;at>wBInYts#GR
zrF(wiv?i59d6g$}QT0-(5qPkhXg7frRqFq8u5!v#s#9d9J!Rm;oge6T>GVsX9kGq+
zY3B5k(bDMpfhy_zT~NcnT^ij>wX;hTZVa9i-H!@A()yb0H(c$gZ~RVLrun$_3i8PC
zyj6pv{DGg{fE$#d4Rx{HN+tsf%XvX2ID&DQY@P^-QaBKh5>+27dCOnb>`*j;t`zb=
z$ng*SI+i_IMur_`O|zb!^23dG;bLz#r>p`jq<}oV(C`k*I&*C=Z~Oe7-~bPLdK1Mx
ziorq1`Ld6=pU<yW@|Bjl-~5Avc>2u|8BZm&z#Dn-_(qTbi>r*Vb8%nhSJumZ>tjz>
zosZxNAla^t&`_(HgSNIMM5oMd>1N^1+PB~h_g{(8c{@T}l35-@V3M3(+)(Ks=C4-m
z4!s#o{Ugd9UGA4k>7;fkd~&*98`)k?oI-OvH;0IXXZ16$-VN}Mxwrl}<f0S*X}NT5
z4{bK&nVOxtfyzErxpcJ$%|QS0`^9~Q-$*j6-G+f-eIgggYOmwz78?+F>fu`={j#oa
zx21)D<oQzCEF;HBf1`;`*V%IXEtXiMYEW(Y&la3dO{(D{AvYtX<z?A=oR}t^4XQi+
zqGsb%tJZJoO;q{5o4ob$IS2}<@A*L3GId~%iC}7x3-Dc<y%~OXJVu_(fwAdQi7E4S
z^<EmhR+)eb`PC_Zs_fFHRE2gu-tM>)dgAZquJKLbOL;2)C_$pb$^LC_ucCH^nV+Ee
z!g8IiVbl8;_&3n#@p5e^-FIkswdvJyG^Bn$$wm>ROi7ao%5I?dIh*Ne8l3#3+|?h;
zUrcH)o8x!k*sYKwl3f-cQ7mmsl*ciRa(QRBc9Aw+0Hm5L-Tt1M60K4q&8KZQ=mI}@
zT**4DYub1`8&}SOKg<$4)S=HvYO5aJ*pgZw#?0ZRES<JD$49;8uFS8_+%dI1VMlCX
zV>g<hUpre|q--=4f=1PJ5>@Nm9wBPF#kr)*@D^@+{(CBXhACwBR3T(1;Pu{R&<RCT
zG?YpZ^VWrca7Pl)S0bUywM~%$_->U}uXK*eN@o3g4-YSUVIiXkQ>beBLn1@Quu;}f
z?Zm`HK>jB-6<X`$WSa#i>EDSfqa_0Yxw-B|McD!GzU@8*5|YeBPuG`mTdf^%c$jZH
zxO@+*0$&ii`Nq`k34MbFju?jbp<OY;O_N=`c4N-deBMj9wH~4Cj9wNLOK+sR)mQ^V
zSO~1g-XhRq{%3nXF%4cj*rPIjCi2V3mPbWDGH&Gabf~R-5$;6!`w?nc;giC>n8BrG
z1?lGYy%?H=g4qnzbS_ZdONV~REbx?vB_*AAvHA0X+N4=YbG^OB&NN))saE+*AECU(
z&H!NWU>dB>JwA+8lq2!{xUF1#lKp6LZx3Esxqu3pvoq|NX<T&^pB(L|ypK~LJ)3=o
z+)K54c!SFl+qH)ls3($K>Wn@(nxwan5}h`N@e6ODy-)zo=$-<LP``JU7h5GwhrW}e
zJivf;I&gDuK(N{<n6OahEI_066iA^tw_h&HKW9ISGDv-+GEwBb)u7q3iH>$WDt~c4
znN7hl!4xm-S}Pp$A@4P&(J~n+ff?V>^);jwoEWT_p}+Agw1iy-hftR*@->59=8rc{
z`^tu6Jc}j+!O6@Gs`Z7dRVC8;6d}<Bk#Oqg8#~Vi<k|a$hm4TUh1U|}1EL;LqGlss
z+@*sz-|lx-)F*_EJ>g{c{8eFrk2W|P_|oySm|nXPZVobUkI3y6?HhQgqGD|52vZL!
zxWPr#wHzM3(&sEeu-F)eD>UC+-QDGVkXgDtxug6XvS#t>NS8(5=nZSbI!SGBPp8ud
zxh38xsiHMq@Wjc^_kCGQP~LVjtSm_TgCCoGD+}Dl(1R&-nE^+R+~YJfKUcQQsQ(88
zDXI1N4NGd2!sj8hw8d(Em$be2X?(n9_^0M9EqZsBtgI}3RvCkt%EwG2&#Nhn=Bx%c
zSYoX;=`+Oa&Vv-TO`fi*#1)f%H#twqG1$f;4}lCd`|hP~K6mF7oKba8tLn7DwJap3
zDPe0p3mh#0XBaQDhI9_me2aBpwpUAlbNP%Y18eD^$DI!V7XuG5iqnDjc6i}M(qpLv
zHoqY!(TCMLlC!*b8S6w~`_ohDb~F>tz{llAUv|o*yDcG;YuFpw3p_X!A>2-TF$`t(
zW~eJ5P4rxYSCdXWwfR<ww87xqL*{YYf^sLKBA7wAlH6dg1tDr#HiFS}Zisy`b;dU2
zDGSM*tgUC5f;pci?T+1E`7IL;P5J}KSxh*)jUb5Ohc?*IBHvCoNwxT`qsoD1r1LY$
zdo%!<-o;j?fPr(d*t4FI!((|Pg-1ni>o-Qm?pI>h+hOcc8MTV#v`34Q`PR#q)>5W^
zh8N96SMuWRUMwf0VbeVV{y~PRBW{;{k9^ad>=FkdN`z(D_;KvZI=R_l8QA}@9&FyJ
z9gywL7!uzWlA&nH8MSRv=Ogm^L~E#;p7-vsS?P9V?9Lr^!Xrxk)9&d|w0vkag=q9+
zjDfW-Nnw9~XK`NW+omLBHZ^zd$zWdknT4mY7UPJw;bB1oso;U578?3S%`LI>9vPM2
zdU=MoSh3Ua^yvzF07t=Z$+ZkoaUVaTCYaPSSs{I{XixQZmlDM02yh$oWm4H|JnhVi
z^r$GYqKeB`;a2<$6Ca;ha?wV5{s2E|YfW`eBUe)e7aJE>Q`d_iE<W$Ug>N|KrweU%
zTPFgm(s0c7_JG0*ow>*Blq1yLku;mQeVwjih=#n^!$}4$q77NA6~#wG=?|IR$}SV^
z=+nw&Z%W**!nL*}Ki(7*Q7a`~x38`YY){&zg-Tt{J#JZx+8)qisxPixY%ZiT;9Y;T
zQ%x2hHefl=?%~pMK;zM0CRIv$-sw>;>$H&4pQ|!>#U(0UlGHkY6qb{Jm-_V<)<Rze
z@?EW@w2B8Qv|otdhjnu8tKvtI3U7JbpQ%>JfuFJ%Pfs7Xrld%k@m+kET^xc=+6erF
z{5TSL(`za!sR27EKBU(5>$)iI+;)l2O(P4J0}GZOcUP~HYpxDU)hHC5YE(b+6MNe{
zZC%r$r6aAS|9pn6aF)M(;z&Ep<&|=cvg>op9^2T#0q<+ST3m~~kF0J+#nGuc4P)L>
zD6o;MG_bmb#-@1M(oUIU7pa3v)Ci<+n@H6~)gufpp+Xq@Qim#aucr=GslMw(*W*kV
z%Gf))Rt|C*@>Q59h3q}?#;EH8o630~Aj_v~ITP~8&TDf8jMtFEii#CoHGE)wZ*T9d
zjH<Hf5{ur}Y_lbVW0Vo%WvR!kw8jx}X;M)U1;3*%v&7U&`}yI)bm4?I-BMD?8~2Oj
zG;M@2`k=D7wj18$w%0v-?68?Sy&^-S*G#ux)8WC9mtlnFIwD#?Fj9~vh6%qcwiAva
z43zfh3jgwZt@M{X<DEnmgjU87idS!9Ddlyi;j1@L4D{uf94Xte<l#0yvM(9U&7z^3
zifboRuijeLP558%%n1!YTN)A$lE3dU@kpfQ=EJ?gY1$j(orwrIRf9cm@&J=^ofBZz
zsn=OFD8f?0rg)+S;ti|$u&b^5Ip0j7tjJ;=JzMtH^;yHctHH8@7C8-A^|neP_#E`Y
z7Smu$etCb@mdhY|$9S+YmD6<)lR;P}ongq?th9tAOP`!&m7<<~MK<|GO+Cvu(rMh$
zXqL)T^f1CyV@f8pI7i(J@@O6VS;Z+D{j6-kPAz#Pfb#qU$VKh5FSd)bl)AgveDCHV
z@rfkkA|~@a(wDDc-CG6i@%-6H<8u!wX|G(Krkpct#mW68TY)!Am8~n5zM^`NVIgR4
zD37pV?aOkO!OH-GIX&O|LO{A<i;mD@7W?Y7tLgO(C$Z<oT`o6`OZE`0H*xFsnPiB?
zmSUgD%O5k|2}ZOiH+z{z@Qdw=^<2(pyB`ud*%0|HMpV0)vZ1S#<#Nq(H}>RT#ty|<
zIG<2rOZ%Y@;|P|g(KmL&98d8Hc7aFjKz$Ag-Umb-^8T)viwuUP7|kp-9#N}xcp4)3
z?zBTg*cgvEOYC0cBf;~})ZL%IZ2J?pwUfYi!ZK78jlG}C72n`i2SB>YmchdJ?y)Sk
zxgOM%ajdVwnerx%$Lyi(wiGq=@ss{J)eW*niJ+zqAMW6?qtdLl`uet|1#xqaLKOqQ
zw{>n0wav>Meg%aH4m)g8%&bUL`B*t@&D?*U0roO~+aFt}=CQj~V#H`^JG}7)<wm11
zH=OJw{PuFrohe5E?hvU@iJ4A^@@kFyrOYhaGJOp_I(>Md2zsN(jQOkzY3^oc&1Twi
z@GLt;t66c#MM86zH}%s28Cnpw9#O-$7SJXY+#|DE8{z8%Y6q{~fOYCam8~`GApzA<
zmR9>Gdq0~RYIY-|=9*Valxx!gG5$VI_FDsUgS)fMeuL-DZ(MdRLkA?LeV>f>Kl6!1
z%y{i=9=PbxtCgCK#Uvaw`Gx2b?V_9Pe1Yh|^STvx^yegnuFo0g7Pfe^&l&<wchW0`
zEoYU=_xHuHvFg9g_4e0|Kj~RgYU#n3Ri!S6mcRFA!XE`nXA^q_9X+M=Jz4qmJ^t`L
zinXb%Cy)VBSi<#k-0b{k^~KT+Z`ZnQlsu75YrO1y=nN~30VRh-Bx{cofwmQ|_tWZ|
zEZ?}wp`_~I9flz=cc9nBpolD#g(HT?-_}4&lPrES47D59SN>4g+1Um}4Ybd<xWs2Y
zWh<IJM2M#6xdLm*T$Fsb4u2ld#qfsN&uXCns|DhmdxfVXQeJ$y&9H0poA}s;pp1-#
zV*c_#9@h<Tm7DJI?}}y2;3IyB;8h+4E}ex|@#3OCi_Dtgg1eyLv|ACBJ1$P03*WUS
zlx-#%oD!F;p_`JLQOzxw8WEk9c9fHI)M|Q+lP-DuJe^>9`H0?QpGH!}SGqd8fk~L2
zjbGdmR+`_{j7D**lF?{OABRt^iEh~@BebzcBCoHD1e&<Jd;i|(PaP07+z58d#~xqJ
z>w4TXw4V`VQl{}x7~W%QlWb;W+tTRCaX~(y<JwMHx0aHw6~MJPG$aga+l(0swAL~K
z>yC~O1t5$aO9_i_UQ}KEey$c?QsgM)evqaeZq7s_c534=dlC{dYuK;P_+`>3O&dB}
zdk&EwB`RfHZ~~oOV|eUXOQw$59{6rESN1C_D-4XGJ}AVrys|EvLx@x!CyCl;JIp7E
zZc9)!IeeO<^Jm=ij?pF1*)5YEGknx$!*lie!8g)m0<y5n=U1!}Q~2>=<u|YTUS5uS
zUUrY8(e)?m>yKAeV*Fh^k21%`sYE@MB8y&jU+k169gL(VKuJm;F`wShHASb`Q|%ox
z6-VZVb|r*F<4K*)N2JL^3AsP=7m=E7At2P(FfxXtRxhginS?rI+8xbk;+8^QlYoXR
zWc7A;$`)QPf%y~=A*1K$J^5>SoB5ckUcar^B<OH|m<Ho0a9P7j<TdGJ;8!8&VG)rn
zW(Vdh-A5T2mm76r`Z6+F^k(*sEN4_m?_2XI*W7B2h`=uLz;q)^BBBUbhx5+WO4Ta3
ze<ML^oFtsT8d^Vokou75)T12j>)_*Ws<c=2X|6XDKO#IT;_Y;Upn&yo*0*u_I-UZQ
z>)t!9%QI5@3y$yQZLtW}x~bubN&QuU>B&iL^fdp_N(JxRD-KJr!}h!^jo>D<c-c;S
zMVp$f%xQ4ib5GN2<FVc5eab?zalZ_21~|rgzmrEcz({?WnMJ+2G_NJIDuA(gRB_!z
z1YTPqR)3vSB<+ucP}&yD35>}FcXt08J^8Ycf>J4u@gMWLh92tdv<ul5Vy1r1zD-3~
zjoWh9a_I{(^A~N=w<WL>P8cyg%Se{r)n!sm-lyy3bBMtslxJtl<%exKRM^GK)x0g1
zu7@j_D@NJTXI_1H1AejB_Eb--ijBrV!!0XNE4(IIoNFy;_d$G^-xG0)K)1IGnG%eq
z`{)mPHrhkuvUeiU9>2x*iyJczjXw`KZvL{hO;hz#5?S-e!SG3epTB-*k}^@)3OARJ
zSxrAW2~ED;L}vJfMil#*j~ZNFqwDNeM&65LvgdJ#o5q))My9ki_Pg9rJ00F^VR<O;
zA{D=VccrKRba>u0l<LS|$2Y}pDc;dHy?r1-=vP;^QKC9WF;RA&?~5wcP08z_=bs}E
zV5nlEIb<n<;aBL4pUUi!`uhTn%b26WX0hf#F+T?s6Tj0$KKUe#h#YUXMAXL};urjN
zi8fBmXM^I=nA9kXBGT_~1m-v%u(IUj(!>E6ius%fS=qIz;)k3C#oaW<dcNIdjq?h*
zSrf-tFN7SWZ7*!DH>ESmzu9ePVrmb$H(JcerKsMTdBy=<Gf}M`#=o@QKW@Llc`2SH
z7&W$z>`l~iaVg6e<KSg3%rX1M#mqv-%xkmM(|=#wesFrmXIWiiq)d5R=2tLlyTr^|
zKSQ-hyRMzL(|5-0;v$NG!Z+1qo5RQXPtwv(%yi0cg02sB#8+jUcI~YP?APl(j{7De
zgTOV{))2JkPeEfv(Pn$Sp{tvd-^IP_crA7lLzj9F#-iuHQE6_Gt*(-ff>nv6H7Q@Q
zmu3m|8;$Y}O(tmgX?lEWg5ctaKfHP)d$oglSBwboZfkn|`+k66jNQTiG#WvR6TsSv
zb5cW|opN|RvGTB0>HVHL8@&|#3~zWEcenj)&mtB7d2~W<$1tL}<Wv_^wzl@UC17z5
zXR;TmL1>=IY=Cjt;qZ7|jh%@f+rKgQ)l0~d9&F`e<teE?T&lS6#psp9&aBmQA9(Sy
zHfd2t2aBU>hM+&cC~UhTCN=%VuH>Mxab3j|LR(to)BPx)NgtS(O5)~Y&Ojjljy+cb
zb!P&w(t*cLvEC~2bp0W=)9UTH-{wGeG;nl)po5v_l-YessBx2}iF{-seyP-o8vE3k
z;MnkShyDmjr5RIFTz2hao5^>D8a-)YpcDtE9_t8K`_UgAdRE$H#GLea>?a}dg5}-a
zrCqsBCFxsAN?tK~VlQ9q{xDB9)2f3#D=Y-JbmrJ-=)>osdC;cD2tDAwY$>4;f|>3&
zKMC_M&NttMZQhrnT&G+Nl!sCpNq>2X;q+pzP%6<mj9a3g6F<+n2kgyr@bRbHsRZyt
z=G8+_XbU&V^+^$Vc@ERMqQC2z)Lj}+k1>x|a-t?_cWE&Dd3+vcupHFBCsTq&?)cHP
zduBxJg9aI{=DZ;7h|*He-(JUB)Hlw?Gn^d`vTd>8Nm;Kh9phTQdcX9jj1sM>0D99I
zzNo{V8kE0ZE{-x0WA-xL-Cvc^4^n_e$~1M|lz9UdNqnh?DXFY8GqBX^yJBa_4}-cq
zN+LEh`f*jmYi0Lg3tl9A#J6t$_a8p4W!oC$rD0p9h{NeFI^S}7lW%<Om)QZ|!w$}T
zQmccEv}8Bq1Jb;a-Rc#Nk2kcW69EsqjqiVIvDp~?EtRb&q5lINrp9#}!a#$h*DG`?
znN|r-jTDR*;8NiRUP@j^d@;wlwnS4hu=+zHmG&^4fe_0P>@@AS>*dKd#MMz@2-PbS
z;;xMZBU#PJhWaLTD9HMsYIMf(si!W#^8|9`C6|};^<-rKI*Lr`@8cSSU#3Lr`9G7j
zWZdqz@7wYy^cDHaX<<Avr9%PpH>b2=fa?)*(G*%JaT^;u^c}>y<V1~G3U;UECUExq
z2f#UdW&f$0)-6H5ljrbwypxUQne4QjL&C>CJ=<rae>nKBimd+MsVEcq`XW<)l2%;S
z`oC)n`^=5QZG(;buKV5RutBkG&uQ4}lznD^3<a{)l5I>+%$%<2YLqe}n3FKm)TBBV
zXx}NBzAOb8>CLh<2FS>Yb+lSDfTtpZg?dBTauOjaQkAbe7c|%+`Kp5Zbqiqr-IBiN
z`GQaI%_#r>QPe|}Lgt2h{dt&30DV1CFj2Zyr&o_|fbK}ALc;;qPHFqI!5@b7dV?k`
z%?I_7$tsNZn{CZLCnr~Ms@SUO{FJmT<G~8LDcwNCu}EXrWlV3E?}<UMDOL-I%c|7e
zI#JlveT$b|EAE#)&3)`9^=?T$a0ZCHip?+cdU0VSd9(ODM+=d5v)>3cn#LdU`_v>a
z;9nQXYTmv*n;PJQGu2TYa`AKd=A)wS={_BV>a(o>gX@^5wPnJ4lec}^L+5Y8f;Q{#
z{F`xoJCh*$CfS|fI^bc<4?BDNNZ;?GP}w1yTMhHodbqF8+&?Xf=qbr^jFQKVT5<*i
zyp=UqPVI0%;tJptbO4M_PP$94RR1q1;Js_{GHTIEid{Oj+Yk9QXkUtsJf>NDD*zrF
zAa9Ix^u!y<;Bm5SHvgtvnM*o?(xJ%afG0U<e^4}LJ!zg+^<QrNK&S<s?!|Ra>F2p$
z>GDc^i#gJje4mHe?0^n`oP?%oi1C}SIXCuntpIuQDz*F^PJR|ev1)6E%P-AUh9JJ3
z+@`I8zR8HDa=t2#b=H}v<YIu0N(w)>F_&uolscZxZgEs{xjoai3v49Oz1noQn4m+4
zoo!7OUeKf@k&jezBc=#FXv=7Q<wc?r$Muq?N|kD#4&M-`UW$)_jvtxmPDkOP@Z2rC
z>bDg19}-&TOGeYZJAMA8Q<t{?;bShT&NlWW$A|ln@s39XF#a>PZAs@no+H%!tO4?}
z|0|jrz!!OKHNyL9VB^r&+z&=Hseq%g4<|)O^lQ4_a%TPH!KZOwnM5Fr{ft52cbT5<
z?pH%y-BW_Ej9&e%zUH1LCUg9%3A4QTo3Y5?U=Or}p6euAiL50#U?Sj-#V<ox1$FZO
z$`=mO<*{1?pYhc&V|C0Xm^&#Ej2;3uEkRYu3K^Eo8h!o0W<Wnmpg#~QoF>Yh3Y2_=
z-zr9&zS-j>@r6FrbktsS&cFRc`-0%>+gqb6szE*d3Y0rM?^_kHHQ>FQresmA(+h7)
zzo)9Z&acXMTPaoQE(<@aOYP{bhpd=;JulzexD`k&TQU-QJ(n=aMN1%YUpo+z70jBa
z{S$Vb4_DqE`^a~XWfAHPeYaKfyAF%`(69T{A#bGBM6bZwzq{41L62~2ptWzL#gi<-
zUr-F6>@$&`_ik9fu6NDpF<Yp`f~X3g*+P>n_Rkz@5=NPD_aO1nGkkm>&yAF}s#_5G
z_{xgUR{3RuZ1{VLn*Y}sNq4WD=IVLlWcFcni9dh7*)`_7zW!WMrN+a>-KiPX`C!Co
zItkwUV5D;@+cuUnw>+5-Y6Fm+R-}M=T4cK()+WA@Q>p(IZ7$)eneR@L(^SoAm$)+$
zQr-2o^J}wZ%7<6vhCDEVe`*QLjVcos`}%*Z1zBEAx9t-5Cozw<2Snb_7G0glXSrQv
zY?HkiO=O|8ZkN|@n$i(_GSXRMc*5!+=QnHqCy_bKbr{4AW!TP*(reh#nO>`3l6t0b
zkzxZ&vUK@}5sU%_)*Jql_%O@BeYkH?&d<hdg8ed{uYTuD^$&;BY<YT=HXIIp(-tlN
zH?rN!CnY5XGdU8EEBjtip_;{K8=@lV*c=$f#nqv<^KTDZG9$-92$FO(mkQO0S+}Fy
z(R|4a=lWd8vTY}e4X9BJhq29E&0`}*M!`q%d{u^>vD1C1lDUZT>RA2G7yT5-&)NwJ
z1seZThUT*(QDgzOFW%;g9_tylcA9YP(3zG4niWxFHYeF$!i(8;pDuy-<N4H!=UMV*
z-MrWuPwfD4b9&w}QdZbg<eni5kV?VJqF!B+>5EckuN<*<(4;3UTvZ7PVCKj!j}I*U
z{f;r3i~`oIxneu`O84oE1!ZBs>ubB3MOKHL1Wv6GTNS<yZ0Fw)$pCldnNEfOhgxq^
zk?hR{FI0ZJ2p`aSrtO~_HO5jK!F)PPg};kQ=`i;Kpq7U8EPhGK@Y(WdnD`9NRjTHn
z4Lywjn=9EkO$<camux~q`u~hv6kTl`9r^CCi^o1IEA=n59AmtiC!H9Ux)!31IU~NJ
z;dD0inlHa|5JvR#hUCtq$Nm4x*onT^2Qyz2KV;AT_U(P1&2S1y9>HxK+FSqiixIs2
zoO+ZtIi!c%=_)!>;uh}T-(Ly*mB3#K{FT7}HzaT^f_p7)W>q}#(8AH&&E3_)#Np4A
zld0`PelAYh*R+40xL)(|@$vpwI@iDHA|kXLN*0b*?$)&YT-?}1by^NhA7=|%4qX*f
zTMILHS`G~lQ}_R*$UB%=VKa1W%(108U-Q4F<&d+mv9flj72xB1$RXuq@8qiCY+{Bj
zBW>YnV`d@iYT`r7A@AsJ;p*&UZ{lu2i$!*0b0uxu-Bc}HrJNj`og6J3vG3Dz$k^Cp
zi(&u&DJN}V=45X1P)zLMzwPn9y`8?ELb)7^xP52(l&rKg01Z~OLw~+SCxJspH}mo5
zyU3pnqJ6yFlUvjr=+hZDQny=T?~~msV_F}RI9Y0Idw3K#XsIZYd923BkiHUHiVk#I
zH00V0Ca<Nvb^C$DEga(aw{ZW@A6F#jLF^AC=AS)I>g`U?Y&nelxwlPsE64_~FXn#U
z4f`mH_J$OP*n8lCl6Z#2&52<4k8Ny)+%IV3B+);(8=0@Uv2P194tc#Jx+cmT-KqmV
zka(w!dv7-+BaFK_H4)1~kd^ei&bDeRZ=$1`QB*rOPFqdzE!;fD*V`3T1++px^R6;R
zQOy4#!~Q@?@V&5^ziP|IO=$-H!&zKh+SgJzn6CYAY-)=~7;24Kbj_bCSKt45a;JLt
z9rZVkmtC3u41>3+9B<<guSvZ-uud1rx}OV`kM(Qz$(-4|8tye9e*Z&+WG%8mtYzaF
zA}-`u!he_ozL|Q08WT}lnEBHl+96@FhI>xC-GRP_M>6&S4JYYJkfn0xH@9%qaYkc)
zoaj0bETD!lUz^wPCeLNkozMZP>h!pww{R`reDkyS?6kL{Jbkp6KLYY9S@GjRBi#5g
z>fZ7AIK)X-I2ajIt292TnrD4;W>?Ja!(;_`#*nrPfPM}C;JY(VEO*to`X6D`<;Q0Z
z_uMC6XBM;9e`wV0Dr?p`E=^6fK_B4!qa*8>Zp$R?HpKJx<D?zxb+-eMPMDBmB5RRf
zfm3nlfaHHl5wAT9J3cE3u_NhpZ%+Eie(@`7JK~_JSh#SvoG1nKM;ML7Yur~Gv3dk!
zT((kA=bG1^@4zNNmrh>%fc?_Nh6LePr=zoLPjmrp*!I)oXgsR7R88R2@3ea~m%y<x
zJV(6`8v|XIYcE7V>kWtbKmlE&xAa=?-hS}t>kpo`QtDXHb1E~X1?WjqW;(k*1O|k5
zl9d(S#b4xG%;*vIdd;@{;TCSjv!DSvHU{o{HjgIn;`?vazZSxPc-z4r1GN#>m?k5=
zvr`u>HiK$&<iRrQmHzr<QLQ%r<nupmOeVIzx3Iy*V)njM)v(zg`2~b;_!Q1z+Owxw
zpY#IyV4c0lV1MHSsCUwVdIs({m?7$inO>c|cBNXYCv?TO=}_{U-8@x6h}on5r#XDO
zUc1j{8XeEG%C57Pp%XtcUA%@bgh4`0Rk{`LhI>lUSL=h2KP-nt{K&jH>Ys>*0+fc0
zsza`oJciF%<17~9h~qjA93Ye|GP7*Bw5lX$OMIK`w#H|X-<`ZTrNBpV!Ch?lfXdoB
za}0k4)@VZFe(-N5vKc(B-&=-GljriTMP5H!&pOQX5`spv^~vLtv+E;{RoZ@qH-y~6
zy{`5^(oceTseGOr@*vhY@Ml8ws=YguC)m!ufBf;8^z3ke4EmNlw<)Q<A?c0VaCer7
z?21N89_&?AM;1s?dz(sKd6o~Cc5kw&IAIDevZ!fo9MpA7Wel_`9yO7b$p+vss`91j
z#`?VpV};Z4mk#LtZ_rLazetWdpptwM_8IgNnrnAL#LBcofkQmiVri2L_2pA9HT<fE
zmYc`x2OXk4`lWi--x{Obb=dUk?fY+sN!`L}Q<(peVxgGGvkgky;xRmvrgtB%{Bcxo
zecf;(@&ci3#*y=-;{bj?H2(1^!R-f>1`Um1a*J)#Dt1dtXrV==`+AiH>jc#Y0c;Q`
z!6hsOSK1>-eEAlI3pLhE^}$NEz!GsAF909Dp6%e5QUi#$uAmDVYu*dTtlQ^Yqa9yt
zOJTXtow{xwtX1I8h@`VY$yl`=1aMriF-jMY5?Nu}5fNCQ)Nf$^1(*fjW0Eorg1G}u
zK3!}?$^H+f=4yQ{Xbiu`4<z%E!+{%GPz8V^{tUr>|7VNdZ3jT{M5E`UMJ&+@Qh}4{
z6fIUAeJ>KbbkDskAzYL!xrPd88nKs=!%f88#m1snV$`tSUg5gfj1~3c)QK`jcaqiW
zl=uN(cJ+pLEa0)5W<lHGjL@@WHt@WG$!@oPljU4O9PuBEiU08nxH&Q92XAb6CCsp#
z9P3Rz?#>xkCzl8mDg`xJtC?4hm{)pYCN$c5!Y{E_qwHYVGT}}VM=}W##5F>w`K3b1
zFTJpB@YMziK>?MPCRMsMCNl!<|55wvW{0-=X!ag4+hk~;_i~m4v>sk?BIQqQI!c@x
zTFW-!G#lvquYA|HDJIDc+XuojZ}0Yjd{d!Jr+^dw4J~{~W^gY(04NEdFrpB~|3}Jc
zRDKRprO>IT%=LTR`spiKJJfk_5HCrgg&LnqG1&k;G%D3IjY3;_mLHea*|94x3TUXQ
zNM2ee=a+sMj#wMjKl79WLi-zD(h_0=3~NxhVQPbiT0iK5kDMD8ES_%!beT9L2E(Q*
z_Tl|tuS}YMs|q}w=r0F(nNTn+e@@tij`aug;-d^SHDZ~Nt&@UR<_XAF9pDwQ)tr73
z8=nIbv5NDLB%DnK5x`U>@^J+#AOAUWAw{=^C5SIrlRg|zvAfk_xEg?<QFjPUVnaBh
z{cQdfNp90jO+9;$f)$)YJq3CqwEA@p)O2gQvg7vz{R&+wpVJ&4VwdY*0zT*|MCtel
zC>h$`wz<7RFRcpx?!~2kQ+Ff#)=urM^c9BRB7Bq_h&^|qdFe;I$#Q!D)|+$)x2BpM
zpd5ypZX}RKwgH19!__qRG`BCn4c>u`ci85{SagV(+pqpC{?}l}KMHrH)XB{moFzlA
zH`BPQK_xDoGgXWGp9v_;sH@B-zi<9)D`hm(@azm|JDxKHd#h31tKPKZ`VLLRnjvCu
zQeTsTUdztp@N>E!A^QD4zUWAaf{m`yTYQJvu=}UOkYqL-21=EV!*KfrVfyhCn+Et)
zo!xG1>c7=HQX?DetQzX}WG68TT$vHoUZA485lqM|7=wByd`}CiyEqH?Lk~~V{iEW^
zn4OuXV*NFP-SYY{enTZuvgBOgRi9UhzCF!Mo!{WKSxv}4F=JK;0U2~OUOO_>L<4;E
z!Cy7d%?#?%E(ruAVE7c=YBy-9=HE(Zu!oV%J?;mU7<^r!7c<J)ifCU=I4^2fvZNm`
z+|@<AdK~Lr46+Z?wX58n59j~a{~LW4=f#}Z7sC>0*0z*DLVg9@RiHHNcXNn}noWnj
z`_ftPDahJy@V_DlGZAe&r9cTzCYqvw^<JQiDR8yD+KI{%r4_tW5aBkN5pbU{v!1&o
zt=0+Kkqs2K-9OphcOVfT(kpfA42Ncjj;-5c*AWFz4Sn&^;y{(m3lsd*u(Ri@D9rts
z$QFWsoT^bY@b~<6)3H$gTToA#98zlAZ82*%0~-r^Y@oi#R@5IeI-wG9|9v#~ulabX
z&<OtS2c->Fof=f<(~pNkH+Zb{R?`Lm*I$}0#<4+7IK{&0=YAU?7cSs`^awF8ONb+-
zIKPve9g1}U4HCcAjO~c_+oc!3s=S4*c!)U3lY@a*`x?UbCgpuqQfM&}LI15SVJZ9w
ziqIe3kG)s7DovqOp1)f&rH@6&PO|A?Rlz_o4@c`hXh7f(smeA0_MO0;x!C)Jw;ntK
z26+uqmFLr+Xj6)RTgE3p=CTsJn!E0<TK9wY0HEX?Q82yZ>%v{Ef?ST;+x`A`LQadH
zRIpO$ewiBaH5i(!Se!qBQHxEUY6bB3unK~qX`Wj%nIx57mRgTvA3r{op%%DB`??x;
z=WSX+9(|xh?}_S6Xp3-fT7R!#{sxc*thw5}WOJ<ho2?gcB9Z)7Iyzkh0<nJMvPAsU
z2j_G!Q)ESh1X9grKWwxTIhy8j;zx)mNCf)Fawh<zsl`2RgCnn0C~t)%{=nd4F-WB+
zs>MvbLcM7)7ziGuFV3iLztGj(<vF#KkFYmEctgD9T~>*odf@Cf0R0zCYnmi`QQ;a1
zg2iuRdjJS$&Nx)oWo@uS_}S=&30AeHSM-Rd$20;5G^RMa#+18k22a3e+4Q9~+Z})n
zd;0~I@b;NzVKBYtbZY`oInwyzU6`87Ch=1j92x^IFl8lE@0Flt4G8%}57B27rjhXk
ztHh0b={~@TE7Vu9-MIT%K2SNM`RHA{OPm;PNYamwiuo!DkI7Gb2Tt<j{Hbjx8wB%3
zd-a^YP0NOl4SqeZ+x5;VG5RgybHRmpx|m7k7%+w>QfrT}=5V_}Izb>4zgK%KO`t2x
zv7La*Zl9Hd(CmTKE4tT>xMGd|FB1fpesZCotoy2)mo<SZLC3WhQ_+UkpSy=2=T~&>
zU4L_4B|a;jp;va>fe(@~BPw9%V>b&}4QTb1)%j<x%aY$KFILZxtVe*WzBliz@%+7)
z?X5K0GoOU(81NtpXr3e^Gs47Qsza3Y0tAW!4d!a32aJ3Ks=w8`Jctwt3N?XlL<u06
z)kSqCd>+C@UUBJQEwpCO4ZUPlZVHXP3BU7WkJQ`yc&j!OQ-)C8CL`Z}vO#N45(?`n
zcJ8^iaaLCx6O#DEi!exyX>V<#Zoew{`F-|QfTxJvYs4##fhwJaq(4^S^Bf#`5kqlK
z#CscS2Ep}ytI-D+Y!J(UZ-|0S<~Hoj@!75YF(S8XK!*m%dHYKLI`Nl_O&t>sE&{!o
z%)$XX&$(m&2RH6OdlH(*6>Vr|wdg<&W5-M#g!T7;obFj|L5v0gEBNc`IHtB^J=~6l
zfP;C55+_@EKHKhbKIR9=XV=RNN~Yq34^e9OgGK`f-a*xFTo`V?zkG)XThhZu`)stz
z99WZvh!{~2?P?1Beyz8#BAYJZfDhrd643_GkiLEe*4#xNdM!}GKBA{g#~`!akODlc
z4HgTsg4;jR-+={FU7aM$O_^TxwR=neLoV`zQ)wJ<Xbdw2G@=7Tfs1QiBA<jlCx-<T
z(IK90)4Z-yk$y*QU&)Q?v55)Sb=nso5mFEO5k}%YyAJf+oi(CnrEqo{Zj3+d^ReeN
z6*tOBjrg&&xmuhY)?}w*jSne!1kSk_rb~`xAVySl^(@B4bsz*3oj6^^jbEgNzemzj
zOLhQ~ixk+2Rf&H99u~EKl90ifqBqm}g@^MHXG-!-d=hcD+%2$q35(zxi8t>89b7(+
z>P66#KE_TH=J%t{XCMCr9I9(J<Ke!*tq8_teM9&8^DTs&uBQ5j_n&SdKEGppg-c5M
z1AqrrP$2${r9oPP8!RD-rD38bkB38wrST#D8?hXg#tSwU<~I_Ox4?20q)%}0@ZLc`
zffyMd$US(6kEi`Xl9ukaeQZTR4(@Hd+xB!n6;vO*c<~-c3W)zoOH212_(B)&VbCYs
z3Q%j-7t+7X{FTgKoB8Waf8)&G2>iD@_}fwb9YXvaT>Tw({vDA2ogMt0H~pPa{+(<8
zU4{6&KJ$06=<hPx-v!41XO~`+jKKzwG-5jDH}9k$h%^UYZ=L-zlO^0iH~6idl!Eyj
z3|bufH{w|nI1H=2hg*a3jRKbA6OFGYYMPHn6gisKCh<jeuD)XwFI9{J&*OEB3@e-$
zvN{wK*o`Y)k5fE0`5mXLJT3?3{7z{^T(^FoArGfar2|XkxEZmF$5kaS?%uwQwfgr8
zau0H_i^u8-@j0}#wC{nqs(5%oUvXDP0am)pO6T0t>e-S%>|HFyPNWHGggK*uGRyf9
zB5tG)z-a=Wy7eFHt!{o+bl?gX2tp#dZF#Uw5p%H=v9FZ%K$&)xMFYj26BL=_1x4bD
zZA_U?685jN*~jkR4^5N#{C)~h?trRqLUa^zKb~9z%IsN1euWXAtxdNlYgqi*)>xUm
z=X>BM)di4Mc?V?^=lRW<g&P5ko@QCiFohC)^iww9zL*AF5>j>o7%m>mO#3_-LtsxI
ztn8TnDWZk2eOnGx=6?L^@T1gA203gSF2=&MLmTWXH`X)X7&ccSI{3gfd#J^;!qL?-
z(dTd4a~=h~z@;`6_PQ9`?*Yu%&zZJe!0oh44X(eclyKPDSLRMFs!lDkAmk3*q@HKX
z%@2=PbbMa}A{=b&E4S8BPQw<^^oCQa*Wfgf077u&;^0$3E4q1vfX`I{()4tI>La2<
z2)sO7<-lg|^84(Ui+${JSBQwrm-pE1y5IW@CeX@?j{2nVN8f66n-G;9C`{<$vYrl2
z^b7MZArcR9h{`*mCxqwF6I*Zz!UK96*=ht|Z2~pgV!z%+vQE)=s1V3Uz6=W08JISs
zUxueyLf=yGmw+!d5xT^?%LWMl4wg;eVn<pB;93`nWTlCIX;Bp-aSw+k1lYq+V7AQI
zYzZaPa;khc;j|CO-jo9N7e-7qdf0cdV_);0Sib)(DfSMoOx%x;y`FnBF|Ipva5MW&
zOUSa<44{1ABpvMlZdYvS{YZb=2k25suXDfQ$PP~~p?iIWd+mBN@=V;(r9!AjPmK24
zD7bGJpjc8<AV&YK3WStwaz2HGWIlT)@s0=YYH$vJ{GP4g*_?k`cNOEc4?X^hCA1?R
zI8lav8WX==-If;WkMFTKK_eT-tta*F4DV`xLK+@aZ)J7-z}82}9QmaKR@2d2-nhX{
z0<P6X*n>Qd8c<IvfttoE{<|%qG|#bgp5R@b`dKLEpd{ursjiGF`|K+VjsP5kSFoN4
zU=NqoR4bvu7-G+BJH3kE4Ru+5gT)&?flPG!6yRMgLvA)Rn%Zg_=dvhkUW3~gO33<M
zpgP+h39PPug<yAIHOzCJz5~EpQ`@`KhfJUWquRh#OcxF0;+)(#@c39I@C0g%xkzof
zyo8)}K`vGy=aZ1j)0?w?r|ZL-7R=mk;LWA@)dJB?xxq~)78^)RQgAPspay+&?bUL*
z?R0a<-*O%Uxv7C*5+T?5kgL#^n+B&qOtJCR7LzgLc$qvCa<RX3x@*wl%$LCos{wDJ
z7P^45fb=B*B1i}ye0Kl)v{KFtfPx>MDA+ZqWYFllbOLs2IYeQI#QcxWgwdF@IF*(g
zBvJF(LZWfN@o@~~U^Mf3YgPQFgClUi*ZBHC#}iXuf1QBk?&+%_U;A?b*n;K99c%%l
z3gjY=27(#aF}~h|()gcXRK(BE8qhvhYi&e3EvExBPIJvJ$5~CSH6o1a9Ihv@-~jpq
zB{AN*F6?$_Z;fj24D70o3tTJUu`+uO)hV0v#+-n?P(G)qOQOD~Xg&-7-8dET%dJBi
zf0K!`;g~@4#j}e|ny%x=Sj?Y<%(qA`3P<Ari#vmC`yE7LH(M|){fzL%8Ow<KyJ)}D
zbYZ8tKujl`m3%PsFkDWAam07f$m$OK2mq@H4(Rrs1D^qGkxvQ-0xw%T)?tsy*$tZl
z4<{%ljFZ?)ex7v;MYf!u`DN<I?APHfg<{o|2zq9GZV~<m14@d+*&gw#xjM+I=xo+E
zLZ#(&AFZpi9}6dAht{BdmnQl*bvO)@D#GP3CiG_4p3tZhPw4mwds>y_uwc)5J8CgE
zv3a=(WC86^Oq>pa9*Cvsu0#^yRfJA-rLHXY3yV?h?_`YxtH{riqfBZ!x47myv=}?Y
zu}Ih3Bn4gCk9hby$i<y?&Tw;LJ3gKUkh-q+=fU^F<r=?^W-{9$q_Mq8{S?3I=0`Ng
z`Eiyp$C1H)=zcjE5e7qB;v272ul6j$(c_xGkC2Dt9EmH719M)xb2qf^`&di1Z_i_(
zGVv!FC@3L$wtp9^c(&WHPkyas`eZ8)Q-l3aXHa?~XIQw2*Di{=v||~%n*E0~8<=PC
zYdkPkaEd-bkX&0OA_+K=1nfCygFG7d1Sv;fYPRdJ7uAJrE-uJ6dz-*w_kum1PMGS(
zEEwJ+$EE%DVt%PFB$c3kcZRav&;*7>P`1%SlS0pmf>or8CR$HadXXgrn-lH`>BU!8
z_TL7oYu2hjdMhQyVHz{7`Sd7*#=y&d-TDWHBEDB=!aGp<NUUWC=*Y;mkutCBmHa^o
z|0E6zvM@INhJ1fnUC?T{pWYQi<6&-sMT@~JCKe60!ZeA#C6HUy0XHn5$muM&Gl|Og
zgkXF~M=%6OjhigFV1>RWV7>Jv17hra2*A<ofB`W^s)$v}hYM%d(=#+<k;8WwRAWjP
z@hDs-w31j#%J=lTrNHymHgatGXQcVRvPxVgu&|=KV4&*-ev2Qupw$HU3HWQi>XLly
z1{t~MVwP`LunNc&+`dAO;2^E9$W_jaO5(5=TWqZWw53Mw>fIZ+*qFycPw&ZnqXw7Z
z9ezq~)iQDW?A&oDuEUQGe}<@Vg)U$CaV+O$TGfV&M@`3Xs~)2i%lN|%^0!Qg!RM*;
z<8kzg7%aK=;1=;>NA?~>_i}NiyPEsLHs~ztL0hCr&#RF=9!aVMQmj^9zrwLFKi8qL
z<NMvLp}7zc+^}c_#0OUwtkNx4bYvJV1O4_3Lngq|c4`@<l^@ZiFg=Z}@T2LhKsseB
zqVarsi{-4ey1iU{<MnDdv|+dL64i9tMovWI6Kdi{ni}t&ioMI2=no+QoZ~5$lnN57
zJG<GkG1MWfC@-DafXh;TbnWp4L1ySz7@#tse$q>N`ZC{weq`0>c->x&rq()hu<9}S
zHKM5>jCrqJV$hz9k0xiv3T{By3C(LL4cVWUN{vn8+^X^;va1y|p!$P%zJ=HR<A6hK
z#J?T+!|!Y%lqjqGwH}t(0N4q|UbTn$th*SAMK1<9@sg|?Aqr4w%e?@XibXucUZLD^
zPFRz};Gk7}p&Wc*y+4@d=7d2X5oH?}n_A;|xfl#5e;Ii>@y>tmN0dq8oZoN=(;pzT
z^@DbaLlW}5vw2L?M{hHi)qZ}*%ajhS8IfZQvG~z81-*xznu_$5TTc&?4U$))ByDLA
z_3i+1lU25%10{+}-1OZRtk~_@N$dCE_%m{FWY{_V3d8A6D5ugh_NZDBqCYY5&9~>~
zVkoh*A8%c5jQZYWReHA}lmq(d%}uPD1E@`zU?uP{US)`WliOB<A3c{W*nL9KVYyY=
z8VR%DBd_cNH8#99JX-{vwNgCVeeJKjI8f2MBhEe;{3rUe1^N1Syo0^5%JSZw^Fr?<
zT3^yl=uUkBG2#n%*jP0?P@B@cAT0)5N6Jz57oDoCT0&RUVj0JwEtt58;&}WS01`4p
z4J!3;*>~-eX(dO!^A0uXd~K1$eO2`Y>z%jhg1AQPyOBS*HD&{5CRtm_IPoj*4jisZ
z0#5eUe_}k>8ua0NgNkL*mL0-^y;Ahtnc-7hR)f^GB?f0g`7LkkE~9nVj&kwEJzQ31
z+p);6rrPrhpwnxmrzVfQWOUnh(EUHLs*rnd_5jw~HDlP&_avUh5&7c9b1Z&W(5q8L
z|11mCC)E=Y1_xZzrxn51km3O&EcsX?o5|9ztx(ZF?V2cFX<emnc2}#1a$7MC7>AuK
zUJ!s=YCSGbC>$SYgebPLx7@h;@cpr}`3GZWy;LTNG4(Z#h2Beuw{IL#&N>GBovofy
z{?FCT7Y;vH(W&c0<9mf^Y^N^RVttWWH{1mX;}I;prVDibh<+3_Zg3W)EbgwhX?hh2
zG)k*ES?tj=ZmIP-^l-u|e&tb3h+ziKpXkXze5YSFjX>maN9m+-%QJ`Iy2X)>Lq7b<
zxz7rKW|~FCw38BF9Xqw%Fr{fypDHZ0tToy#VI?bV^~izbrsA00a7w0VP^P4*_IGQo
zW$Od8B(A<^fyiy0M5eYsK>lb6QN%1sAhN<wRLR6JxP~l|-N$SJMm$3hK9Kb#SX^Z#
z6S5JLIX%<taN|DQ>Kg^KLSix5N6Mfg+1|#wS8gQW`htc(mRm|<$MJHY;WfK#sLS@n
zv2*8JC!VdUNB>yBQ)|BYlI&WOwm~J6q6)-ftB)I~PttyKY?4h9fUsV;596!W22LXi
zl)*}ZkA1!i!I!yXO`*OzITr$&5XYtr=+}5<<A#c;F*DD-)@dk=JraM|#GrXGj<jK`
zY`cEgAoh_lwkHT8vA&lm+{#Yl_3|NqaAE6A1Z*Y3nhi?`AaFV@kDmzQCE6#59e8ea
z8ZGAl&EU7{a1w5Q4d-c~7b7c7g$iU@T+(~q5~;_Z>@YdRI{i|9)6Z8_A^q|tzg}BS
zdB6=a?)*^;ohkwBsVm=+{VgN5KT=zXh+~S@GsA+j?efc=>)AGZ!Z=(`ssa71f=o1*
z>^o~yS-fPG9s}0wS9jFRzH=wAN3j2I?7d}J9m}>Z3<QVZ7Ifn78r%cHo!}DOg9dje
zkl;>mcXubaOYi`}-6g=CWX1N{>pW+#eeOB;yWh<ZWcIACt{OGu?HWDaHa8-f;%sW-
z*lOoMeYiqnZ)v~fEM0@kgUL&#g|ZPiPRY-FA+CqDqLxmnL=Rzt`)JfaD1y;!JUSq>
z-6PY$3u<3KwBmQJLE;=T#A#GPyJCy1U0=H2K27J)GbL7u+2eLg#0k&dT?f;!`$iMz
z^D)W8azJ=FM|DM<lsOJ<5R59Rs@rgD=!W^xzNn=EsxPftCyLQ-igZ)=M=Sg>12{9f
z-9gtfYI#;n2?^WLsjj%>h8fg7zpM6X`sWY6-VCTuWMQ>m_UnK>(|VcKer&DyWaMMr
zXop@L9Ot`x0dylqqt7s!2~kQ8!a6XjiBbAvCtvETsoTBLuw%!(wL{+XlX-^l+6TG)
z@M#e1lU2H~5&wmH&6o#40|;fi<J`gojC_Xu(+2s{3l7g<4}dO&4KAJrE;T@MK}~X&
zcTcS**FvtuwmUwA2{Y)~v_8{u!l3Bxyx*W`{$2YtS5pUv^MFez>UwCY|3X!w&jTVy
zJuEYf4d=%3WV_{Xm}r32o-5S&B!O`bmNeMhYGQ`L_?YsBkT7H@U*r@+$&B%lx*eO`
zY8J;J@OASb7gcc6ezaP(^bS3)FYmoJ8QQV3;cfjj9i}HgKYf6auwZ8tw&F7e9S6n+
z!LlN!=w*#Buz>|1eUFHmP9lnfKA@V9PHJ=p#6-KjRjuC~70GFtX&5#nfkK!~>P!H3
zbpbTd<cFf16aKVN4gwc8a0>u_XtCZBkadm1O{CE3{6jj8T2wd%bwG22T1fm%I`Coc
zaG;G0y?Soe(VgD}tu5@MOPz9aet>A;%QBDs`S@l7h%W5Fx69UJ7^HkD&JUK13ea5~
z)YXw~Bl^(KSTebt)#%j}Pa>{I9Gg5iCtrscs$}NW0ijW|-6!hgtcF}eVqQEO?cJFt
z)L1U(`>Y1F%#zp+SDH0+GQJOS1lMco@L0RM^yJ8>V+1lIuf0Avnaj1QT~m(sMHDMs
zs(%#vkTYMVjM=Eiv(EcUt?9tq$f5X<sWFj^5Y?U2^LAI=9n2~QS7iNgu8yovu}d5e
z@PPolFV0pfj=V7^S4npVJ(@bbED&PoImTeRNRta^q*6#VZF=2ia!BX%92rqpqt4VP
zN9XC6MA)Hw`crzs;kq{@4j=bo`VW$ULmWZL?MZw=#Es0;^`@+BZ&W#|xn1*9m>-|x
zb_1c!%3LZ>@)>vLxH?O9pytH!^?~Y^MtS8JaHTH=idNvP7#cecF^Hpdfx)v=S=0Rn
z7z;ds?sKX!v9$lL$0D5~d#1iiNp~)L9d?PMDtWxQ+;~tZrO|XWA(*8;5H-1}o+1Qu
zO3Rntoc*jyiZGPHpOQFJuJRK*o=RpbCeY^j)9?+BWFmdd+SOrGJrwgx!y>FjOlZt8
znDQzZUJSSfjpq<WD%16W9=@S7&tsnAv|vLSe;XHm>D%e6+g*y^5%tN!U(>x~5S{W6
z2=9@QjQ!*9i6B$M+mZZO(G#^!s)^PCpMu9!FIhU@ShI}-BM7r*6)*^z(2?yBRg0!K
z8M~Ibcla}iX2CoDQ%C8cyf@m8$Rcq-r)qCTts<<CjF`tKj-ilL71*6VsUC%CcP(f%
z+Eq|;-5pq>c{xXyf1ZAd$xB#<9;yd##*{u7DB5AgQT*!O6<8Li_@IgRl@9GVuvV0X
zISdMDN|!6^`O!d2nPSIz!7@j<klYm_Qwl^%l!GEw^eEx6e!xnrnO?XhTo~<3ZzBVE
z6@U9D4p&XeD)U@G*AGhR<=ps@PapbPl|{~%($%EGMkJ{`*O0IbNB-p~joN^55c74&
z^#>70TiyD=s*wHjbP233tWg8u)K3>`oyavq4@)2e@K1KL0qUFUwQja?0Z=_~a+LIu
z)pME+Kb6NBn2iFTq!+~;w97PQDC{UDg*RhN?=5{Tu3^*S>IDM69?#DTGKfkStOuLu
zb&1xgI9f|I#hxmSL95vrG~~RMZikutQH)0W@>;~?0fu!`3{gxSHk=jIzrF(ng@%TS
z8dYwtCv8XNy|q^GrAjXfY$n1EamE;10Ioj%SQYKqi~7UpAyG_5oU-%ua}i|!BHbAS
zM`iJhBhfmmW<j985CYugSZM1pbeC#;(iAbFHdUE;aP5+$A>_0+G0AUJvO-e!(=F+P
z>CHVlvEecOX`N@$*;O);+2^XCB}3f%0&hWN(w<o3NvS>qLY$#EuQ)36ruJ)CTc9SU
zs9^x>bqX3bE$Gc{JKc02`@?mFA@@-X8CS}!wW$EBt$1O4NvLFMDa?!7RoFDq!>G->
zfK`d*tsmq42MQ}TIqgQDVOF#2?fFSP`*JEm8_FO`k-^bnp=^(H7Iq>7>;NA+sti+m
z0hJJzT|@$XN=32Q*pM*tC8NH&9fGDJ4l(1Cyau56y=nK;Z8r9mO9&k^?6l~PooYIf
z050G2H0J#;DvPqh5~Fe=@!r1Fjb&KAG_$sE^BdyEFo7l~I`Dj6_cPg?c0=T{BM{4_
z!BqCBUsZ*RG`OB4pM<Lx9agvB1iKd-O9>e+zOb_jl^pZ4dL!&1$BvcNMIq(Cq*~Xz
zSQ1(BNd^cu1dulI%syZ6V%#3X@H2{J1b3s`kQ5~N4ZOhE1J-NN>2abo8<UY3JkC%S
zeTMy6xuN-dIG7Kp{Oixt%slPyvyIbHMB>uNl{;}WYtzGN45!uX21QIYqdtm-)Ayl>
zT7;TXW;72@@im-$9qcl6C8XL-Y%@A?tPEc;Wgl8*IQ49Dm$|`c5wN(>{oOnrUxCtf
z2orH$*yt-!x5VU_jAV!wV2K!TMVYq~w9#cIvIC!py_hS!4t5Xg+BF!}##C~VbCrY1
zU=yX$pI|q-H@A$_2Hx$Sh^4VY-^Mm)Z^f3d&jR0*b6_K)qR)u=;&c<JJN0gIa2aan
zG>(%6VJV3lH9$X@!q1AeO3;NGMwM;fHUDzdO|pRZwQhJq^p+Sap~*UljnE#~+B8t$
z6=Wk$>6TP|kz2g}{R$c9RVTRtxB1++j5#HmHVNnHM<T4mTQvHW`-ARRh2lrIgbdE$
z^*uUQn(=Oz)7Ktn3biZ1H?ec!Y+a@khsH2wmy5RCYzza<pVjLPX}u(H*&Vfy6q7}U
z8H<cr63(-jiET9Pmy{0<CS(H<fe-JGaIM#SELEbNhfE>ur*Lss(Kut$)41*=+T*PD
zPHhf(E&-#i8kmK|Wl00%!LlY$Ul*F=%tMR0CfWg<;D8ar5!O>@k8y+GlqxCAo+M?q
zn=e^fFlQ`SHaJZe-3P!TyA2=yaPr-n$Y*w`x_r}o3ApojFOPZB!ZucOd>TAGk>m6{
z&+!IqS%vOfrZ3bbfv;S)jN}8ZQVOlt-D>T9oJRuR-o4wdOsd7Tt0T}P$iTC4TV?e9
zOz!rhmWJ=UBrW6aA%O+QR$$`@b0+>b3ikyjEjBmWL+r@S1i-3PRO9eY6OY>oK__`n
zlNPRrf@>@kFd6KvN7olZf<ALV6VC<~$)gW244|>M5dcfhhM#&pK{yh)HyVD5Zixsi
zuO?zJel$R;HU0Pq=b`MIm?2h<htFf<>7%YaejRX_fnn8+2B4b!$Mxnw>u?3XL-g4k
zgZrzB{)Zy{hl+kiHb%y$KMVTV{;Hs#{f~nFzo@MT{90Q-nAq=tTZ8O>af=qHG9kFv
zT?Jb5YWF2F*PGQq@)v6_b(s}O0#5xD>4wHPZbm^8*5FMZH<j7Hd}CTa!oRRXe+YGw
zb=5{gMoR`|)Q&wkm~|C$HRXEQTf~Z4V+gFPljv2wo7XzDrm=n1JTt^}!}<}Xd73P4
zn0-h_t1TWwJ4xypU(>ZPeTvU8<4m*?=8610%}0OpLYb3#{s0Dbf?Ycs&D1)!sc4p-
zH65*8z2X7tp~FuE^j36qEglyoCB*}S>dMt2MZ+#!^j*UE8XZYv*zc6D4;`n65|><6
zWUOe-j*MJbXl=MnXEStN6w_DsDm0%n5MF<L+CTeo*vv4D#QWmKyIS(Ldd_z)PKyma
zVKl0z&Edl@%3hiCW!qM}xZ@+;U74Mz*q(1!V7`lDHqvh7hy3CSd}q&Kl833gOS8#I
ziY%g5`pJ?@kQC@+wO%uqY0gE1Ssbn7PaBQxA2~2_-ZZTY(@Vmim<~1X^weMGdt6_4
zRVJTmC%>BH3pKKI-%WH~VB^B5|Af<Ex_5FtX?LDop?!{6qyPTsP2$m3HT~_C>d67l
zsvVm$mb&xY^p|Sj2D)aR(vJ8C2VIF?7t~mDjTh^<=1<s8M&3wtPpMoXd8}}5tTA^7
zFzS02*lZRr3k=E^)hJYK4`5<&p=(1|gmppS)1PdsSaCCH%iH-3+gow;Z73uqJB(f>
zpuTu>G;w3D#z;%#S7S*x+I`f#F3%UIx54UE6aQt#7~WF4tE&UE`>x&P-Nz@>EJh*f
z^<Be@{`QTGtleAqt4Ng1+?axI%6wxZkfzqZU{KZ&^R@%uHl5~^ubQff$S}1LcGSVA
zspWRIzt=*~ceTIWkXSPvdtkY!Me!V2&*o|lTh+`s?5%=P%yD&bo%A$WHg^sy&hYE@
z`a&PTILuqsr?namw$_x1aHv74d1ywsF@ln`sD##9Dl}ONk`$Mk(o^%F;LK8{y`$eu
zLS<R$V7t1-I%{h$%rQOd0n>-#`n+t1`4ZlY_wxaJB107Gc4`dXRNR6*8_HWxmQ{u0
zZlXvHB1T(6^e7aAH*bg8GH7=gZb{W24HnH53FYw;(dgYt>#{Qzn%f;Bw_>^))-w=3
z10HR-e){?)8c~on%*!?bLe!V)jul6Q{-prk8Vvop?Q!WXE@+>U1JvfSdJ)auSS~K(
zD3hg)Ar%FJAm_YzwT~~Jt|RB!eECQ$YZsydshuTCX1sMk%BStz-j4E$?5$ND|FL<H
zk#OU^`vlS68Fb3Dt9hAoXUAN_=s}Pho-yih;!BU-$oj0oC?Vm*#djveavzRC>zVPH
zhs};4agHV!zSJ`CMxwh_UaP2DzhlkL6V-H*w1y7MKp|dF;z72i1|-m1R{H~lKH<Io
zjOR<&B9E?-5mjicP9~#vH1sq-JR(nViYQg2@y(30!6NQw_b>yGz9p*^`7tksm$RVE
z-Dfb2xe@d4i#XWlq5x&+m@ud2e#CWgrE1Nc8p8V2h;c!bOo{uB<W&BjVKJVI^_;?#
zGM1;zk3by1Bb|LYfQTn1Buov=(j<(^C<?LGWP2)$6u&2GCH4Ev`rZz~^GF;z=AL!I
z$((R@8Aj3JO)XD$+Dun}kRf<|*G_IqtL8|Mew}K0s@*kl<M6Z(wdFd!Ao(7r#%lew
z{5k$uuqGk21$YK=j&4q-)UH@1JNN6<*PEbneYTJ6y*7k-3vpjn)S&aAxI)6<Iii?a
zQ@;is>*lyh_MJjhanYncxqwB_uMe5nJi*PKQyX-mmoI!SLH+iKL4N+uc0!_tN4YZH
zm=lL_b={ErELDp!49nJ*-3gbZkKer$@MSH6fl{E1x6mOwZ5uo&9|dVcK38Fl04LUl
z>#;cAiybsM2>Gh##N6T6ExF5a2pRc;SPKI;z1ur<2qY8f+YxHi{DWGaytGu$M75`)
z#~$DGlcMbo1^Diu5O7L~av3wt4j7hL7Y{XzGpq?LsLY>S<{foTfdFLMgDkpD&b%gE
z3{I7953}7X<8!3@oTy~WN%0hXhHTshLh~Yx-4K;d+K{euH=l)h&@8zf?&Pz(JY#3r
zcN_P5q7XD3B+T-dN2hy6;f?T+K!-Jy#k9}{X+44)^8TB`%j-<njPmIsaC7m*4?IVp
zI{;r5rOkru$fF5y&W~WIU><_x)l<bi_Ds7Txq9JGVi(l?n;oLzQO<f%smjbq$|9sG
z0TWZ|^IZ@n#vfvEq>34hC&*KnKyC2~eSAM5tTZof!BYCOYb45hXl><au2G$lm$-N2
zTz87+r&VTCkm*e_5U4oP3`81X&R%5PF|JI=wjIXJInrmtO3&|8Vaf39p(BgaZbJt^
zX~^`FqOZN|!La2xm7e3#*;p{K+Kj+243w8q5!66SlYMmN&s*x#B{TWtROuubID`B^
z#TYh)3f_HmtofC6H6P-)+wP=`hwqhxWQ>M^Z&yd+f$u^K<FMh_oMAZ$8Gen;LNa39
zJ(^vJ&;JSbGXG?s#f~BOCb%R=p+Y3n0WJN5<p<g8PW)3!&iVK5>KCmy-I3&!L{G2y
z@<yLJOV;3;y#v9Sf)G2+CA(t}PB;R^5@VRMJGa|4Rm1Tzbxaa4Ei=OwTOux66u^|r
zs8@jtaVmt62N4qtK4q{4ZO-BYo3_JBD-e5Z5vqjVFyfULS`rqm?n%xc2G8;62&#Pb
ziS}ko?sGU&dIUkM7h}R!vdZ=Ed+MoKWlx`PKi)LvC-?}5-kUU8<HG-BHYmZ7-+;#N
zPI&csgEXjG$Tji&aLKks&>Bvt7zFN208x>#Iq4JFTXSY(X2R4C!*G*QgB=>ryz{ZT
z9IpBD+KqD+6rCi+>ry!IWE7M<5tPp~{2a7OvNqB^Cd6thZE(wvHO65=(sYJr$T+*-
z<Ykhb4cka{jo{JpiyRiXRQnbbo!Fm_5Vr1^(18luxnhDZ7UX2zL79wh*{GYUvUv6S
zb{3c^*!o^wC4BG$$b@#Bmv*BokZzdV6sUDOr{}{2eVE?xOopzV)8f1^?8mtn9u>AA
zO%i&teQq{K`Go~;r{~Kgi2RxUm6_?j_u!b9td-@yAYu}pt6dQo<spd|cG)EiSvEqF
zh%EdNwz#39ccXb_W2MSi(U**6pwRQeE5+)ig;7JCt5af4I)go0k(}($5S86N+`1My
zfeeAei(^CFeyF^|f;QEi+f9sHVPXV@d+!1z?=Nbr!Ee5;jL#Ha?dWqWEd>JF(|OK_
zY>n%TQN^s-FHDF#qlbXN4Eb3oNvoECS6#W)f0G)Y<Ym-yIS9BoH4HQa><yWncw`#Q
zo2WN_MjE1JlnQq&S+ZbMbe}M;1$hV#iU*P8<Uvho8^vLeL`0N}z2H}K#X1@HH>gP=
z-|appOfP-Jk!~%ANL14mN1=K2Bug0kr39m&{1h0cM%7rI*@)>pUyl-&0fl6J@3HBj
zcRh}sXSAg;0^TJg3^8Y8fNb^J?E0ta7ipR=bB#j|n?s+0ES0nB$#kuLHhrny4nhwa
zZQb}-m6Nq<L?F+hy@}$j;7S<PsF;n;>Kj#YYa!4N5LqD0oY)JxDLqae{_=-Tr2urY
zT7D_hw?n8opt)egaKQtcz9|4dwN#{LFp4H_5!=p&fetxr-b~rDcZypRepV`{LAl^7
zGGy2+g6(N?Z4pEx9Ia{_c$L9o_S?-XFdqVP$YeTqg4;#C`K<`BwGgRp#~$gtCA=+@
z-@<x+>P8=JDOxeo<J@wP_F<C|VJ=+1X@TTQ$#;;soVNHnizeG!bOu3ZZfZZM^1Uz)
z3<Ec`cZ?+aQ11at!d}OjG%|slH>{W^LA*VvQuYak^{E8%5^r$Qw%G0EWk0H|0^|iZ
zmPibFx3=055(08#ar;a77;xJDnWHsc_gP9eVb;+|b5}>m7nN&ctY_vpo`i;`nSN`f
z3M@x8-qAPn@H(mW;hzMgChhClDD)pSmxXD1n_X1(loqt4qR;W0?;ay8o#-$>2}ZcL
zp3U+*kZEvup6amYx>m}zC$D7dF)Q-vQfKxv1vY_n0}Vv)t;w|X)_8GpIA^8wXFBl1
zs>wO?f}yM$JeKFl_w#&9apR3kmHm;jn@<@*^p=Rn>AXK>V4Vl@>CdvR4AtNnVk1o~
zy4R%4B`qYn<Hgkz)B0fRPi=<EfwnbwZ_-4W5F<N4no!q7H9)OOgT3X^*z@HVPEWtf
zL#SS62#^b`^Illqad`51NcK<_iNG7X-Dw)q-%-!0qiTuXe;T?u?8BC%2Hx%4ibmpB
z+A{pAm1L&4Tw%Ce#-T0gu%wfM$&NWN6q^&>VRX_FT2Uv)f|C0wdCs@Up!+WlZ^38E
z)1JC8!SSki=Yb8J;_GywS-#UD60^w>9xWfGh=UA6K}~x9-1=~zg@hwF>_!+SpZYo4
zj%jVJ+;K>3+PVuss5V&^v9IZI0|+aELYPIpGJr)04S+!x69KWUT3U|$Ja4J?T44RX
zbmiMMar?gIDC`)vc62bI9L35(pD%KX`>s)11Bu8lwC5iOdl#^!Em*i(B+i@7s9+N1
zW4~Gw$iYpLu3?cj8IMY_lSucsQfl90f*hL}L$%m<c%lz1<#&FfzmZXGx+U&NY5EFe
z86f+~)bzuSL8t)eJb-I--4j-k*Oz)N`Nbp|OcC#1RI^Vq5J)l@6iV+2v<S*DIgC(@
zHxDNtkR-kR1OuzWb<8moXc-H!wyb*O8kZtU;x;!vKG=$LK$;P0-@9ePkQcdG0XK<y
zE{(&sTAZ-z!!q(n)zh;RzUADCav2Xh5LN3kpUo*oG@k1PAPns#+%(0f&z6u3Uig`N
zF}<kqo+{h(xC1$7jy$j56g*iD)&Z%!qnhXUD0l=*QMd>Z=B*Xo7(rDpFH%*nezvZ-
z7uFEt7It%XnpE%vT@fNL9ekaoYHO&zoHPxoQ%aDKAEb`T%GM3eVA~udet>94i^Z$1
zC(O8pHwlWI4k9=AJR}|Z0vBYT3L*1(aJPNVR&H`OoW;P*X<yr%F}nXu-c2xhW`mjo
z^h{Pb(IsALo+Z13G@hf3(T$&{oFF_ZKIFZ^s^x<9njuJX$$lU@$#!d~GWl90CnY(q
zX--4}GY4^+ra{4USb2vliHj`0ASb(=9XZ15M|g}V{3Sl#lb_us@+v5!;K0h<_5_Se
zQqii|tDD6a*)YfxF+jra+-b5=yUC#DP8$&fW6atFOaqnqGLXVPZ#Nt60VX1+ZeDST
zoK+t84UxBeZpKa5dsXUZywD^cm~v=A#8OwL5SliQon9w7c_r9HM=n-T(yTCxkeytz
z7kRN)K-^0!9F7Oy*LEen3&4#%_7-)kugpy3DPmf*46&O23=U7Or^-RI>)-YUQV-tO
zvYX$?4yj4decb25$q8-LXKY=3eYd9}V>hyclhB8n1(p{3)H)jamY91GXAL1si$fnI
zf|l%nfBFb}p{e7-zTZzK^Qe8f$e|lf#e%lClrv#znf-Mz9h$dqzMBSxsz1W^;570W
z-o;y!nl?l~*6Cg}0cz7j`2(Z?=aOPF$GQUVO+k)%@6B%Y+n1{lZHdw?CMwC^TbM1-
z0%iUrwNU(~d3T8WkYODRPvp!Eu7xH`)LC%{m?aCiK*v2kXm-5z6Rkz(f&mv^3trJd
z9ni-rqS!&6iAGWcfl4!hdzbQvKl)h7XuYk?^?EtV<Wa)p&cp@tq1Ei0dB8db`hmh(
zXWNH2ENQ`kXT=NtQuwR*ub;<G*Is6Bf`ANEiJPhmtOC3>@bxDJR(*X$(My@;#`19J
z{aVv(c8RG|-sLb5v^s&|`WLFFv`=CAPtJ8E9?0WE`JEA;oa$@tErzg$H`+!Qxf~q6
z9-DISUCZ(46749A)=d`02A2Xb@G|mEo<eW+RUO==hu&4)rohiMeJS-LE7f`pq<9e_
z;a0wI9KJg|g0sCFl(~KLL4PL?MAX4TYE5nW%ZJA6-4K;8@4(?sxTvruMemhz?7Xj5
zZu+gxc4s<HKi`95V>XKY)wa;XR?ow>5DP0a!_QqImS1*-{-AY~{mS7etNZGKcafcm
z^^YAQc>`N3`&aq~w!lLie;g9B0`fLm+C3b3*jobfLP{CDG|?5ba)MQ703P6AVFIu|
zWz~GxN%}!I`Ec&TC?04fWnWq8D;U@T)PesBivnpS4V-{%l3z(A1;70j`u0~Gpb7Yu
zKl0&pA={?_CWfaEmj-f6+A=Z#n1DZD2Lk*A_+x8}mlwzw2^=Wk;S5DZW_AEO%eN^h
zDzX82DgQV@QSm8&k^O-S6WEucB0GSQ_1i2J6&YCoj8A`j;sAd2^_pM1;{bN|<0}>b
z+k-geffN40j`?+>;ueg|4=umZXNp?@i8L8m|7Z)GFXPuyeZBa@bQzgh0PM`)2Kn%j
z8Tj$*sjy$aeG2U9+pr(L1<sV|+khTEG65U^=!ywAbk<+mvI4*SDwjWcVgr8s<5b{?
ze_17#hYr54(s%Mt;A(!A?Y~C;$^4W1lbsDXtDh8~uzyf|{z3-&Z4**KO4rs5IJa+;
z`L{Sgfp=RVARz5&7cv%zP{<VUSPVL?o}iB)|IhsM1rgr%0|@9}SmRe=e%+*HW%^+p
zU)TK4VrTxYq5l%+DkIYm%2l8O{~fWjep8x%Pwb4KU&VeVWAPX<kYD$Izsy_vTR|j&
znTWrT<yQ%Pl_kT^?e4Dz^G~w;W^(_U3jY^m`OVP(FO=o?c)<9JEWdi2Kg*Kko7Mhn
zvi$em0qZwM`0vT`{}y-fAk42S{EIvI>ec@&cAy~tN4zlWx8?o+wb;K3^Uq@c8a@9>
z?0+lx{TDpPe<}F=AN9iD3B!N&9ACl4KgsetVEUIL8jzs;JBj$;jA(5C-;QYCV96mD
zgFNqF$F&DJebr9JpS<i}@!Fpy%JT0zg}*D&|59B0>5CEA|64G^KLS1O$MC8ee<|3n
z;`%CBrk~*JD>(lr!Tv44@b3pXw*M!B+z)K=OOX2--v2E2@3$=f7Pk0#V*&fW=Pd*O
z@Fc`u!i@^{G)50ZbWS6h05Vz|R#0GDgzynEPE=HPOja~nSGJlNQIS$XUb$X+R=RRg
z*Kz|DMwc-Q1$w8-e*L}L1-y5-&Nf`#PVsK4q3EzHpV0x2(fY2G>ddp7O|KIt5a6o{
z+S)saiHL~ge0&bA*Ra2AaXWI~VhKORRkU#e^AaO@i})l+j0EYh_QMBga8fK>0KzN>
zn3wRIba@kaQ9Jm^-q0`uudeQPT}c)nfeiVK4<ulq0k1TOAkz_6gh#TO_4Gd4;3CAv
z#&ybIK>OyxfcJjM6vmJ32-5HAX4q^M0Ea*9Hjvecs9Ozs8OI)pm)g1t=bJYzvb7RA
zAepC_U=K$lLDdu=A5SQasVRdFd)esg#D@AsfNTX>TLT_!P4}1tmX<SS@Y9iB9+6G9
zq64{lii&l~VRL$JttyPNhDK(swo?f}CdKU;*&teoyq_z603ME1Mue<N5)N2MSRhFR
z<tdh|OfwnEQq)59hKKwqzfw9K?Kt<CDYbn)6+?2de1TggCACs)E<T#uJNg#t21*P~
z3CLh9PCv=O&{jQ})cw1A;p}j7Q7>1)cMMWAO|<l~6a@MG_)6}Yn(7yd_d-JY3MVqO
zxwjMZ6ElZCcP5$^XVcN)eG`b$!C+Swc^p!4Q6NZiNN<>*JsKsC$b-iqrxYQ1`x%Ww
zQ9H_{Ab;od@nDgK|C`w47Az0ecxPwlHfLwaZ0)cXyXIYn$|^SY&7J&$N(1d&G>E56
zK@_Ax9eT2D$VPgH+v9pO+yV*0Wb}$LQ6>b_+aBg7E{i5CXJ?2A@d30kqh)1fM@K<H
zM>ZT-RjU4jLO!={WcnK?)iDHTRpC_zq<w;QlJCft%k+(n^!PVq^t;KkGbJkEqEpT6
zmZsRNv9+*Wp!^47%7XH?p6twPS6}%-+%(e;4A0#qR18VVNQJ%_5PH<q9qT{UeQjl*
zFdXgoaqKjz(<wW)jo>pPu1@J&C#L8psZj}p{R&a8c?FZ~HBAiXj}vHD6_}Ohyl>CO
z5~C+;5CZfqEbywTSUFxd)E^seRk^hpCdXsf#6jJJ($6NGRn^l=puH{+oyc?|iw+Iv
z?&^R+0LZ7Wq9`z1ZctCoZeM4gODo(H!~~fX3?huZsj}bj@Bh3we+sCE@W(f|tk*1l
zym6iIh<}%D=hXLexVwUpi-KE~a?wCb^4kO~OesP^PFJ1tL-GkwI}COa8fqt5HQ>v#
zcSSBdUz@|qY1;s16H|)zl9Q7c7Mhxx9Nm2)7c^@dn?8RO=D?+f?wW{uop#ez;Xm6q
z1_i-n1Ir$BXJrWj0!GT2Lf_Y?5VO6FJ=bvUFPc+$QX+6`g#@*ysd&K$`WSTfQG`Y7
zB@TtwuzHSYz;*pB&W>GHUn31NA8&%-r7Q^p5-3%qi`2U!Srzx`mkj5KG6S>xi$VDr
zD^O$iJbF;mO<2%=r~vZ{)Q($Gp>fA(Q<3U5>{xL>v7|~dy>=TCY%WUL0{*N#6JvG+
zRkEUU_P{R~oc1jrkhh4*?>q#O%l!Bo%hbtfA9bJmV~6E0E32U-O1CFRz=QA`mR@Z+
zqHX728ztYCWUphWOtH;B`y37p$$cc}L^zLQMjc|SP~yJhs;r%*JTER|$o!$!Q;Q#T
z1^mg=zT<@M4W4!J5p73-O~S()_Qw=hhbwm=o}QW3MUOf%>o#8NOVu%v3n39;fxe3n
z4o7{ymS3{1Ru9>2xR=X|;&QMDM&-7g?ufPm9o5Fm#Wpf2e-TZkLKLbW0hUS3_D)P6
zj--xiZ@k*_B-7$!*{6?-JSB~>15lvwIByK*GV2<OnpY|`f;^>&Me(&UOOe5;Lg-@(
zs80Ry`zzfh>w+%tUB~$j2Y4TKw(n_F$*4O&zJ`s~7%-B9L4JnJpsIlu=}3H|P_#J0
zuBZ8`miz9KVE%yn8O5V_i1@Mky_{o4BW8Sq&29RkpWe`oM1aFf=NF2dWHvc=);I1i
z9z!g1=RfP&W!|-{n~L2Ky_rol4mQZcB|%3h8UEx%Mg6p*wDR02va5dA?uKc3vuVi1
zpP|vE2JWqDwVEW~bPR?eSw-&Up%6HhHK<C|$)Qc8jgy0k+juPKMl?6?(2jpoved@d
zZfV)pQ3ozEW|FnBN#_a$jhEv4QAhZ@y4v+cC=T~jxTG7Td9x4?1cyyl*gQ{>Hau7%
z4zHAm7|mm;5R-}Xsj59UNIC$P4h42llf|_9Ty9=fJqZ`Bmox|TBQo!SH3``M9WMXu
z*rXKAQ$l#_SU62VWCxz1tgZKNu8##_QpMjK27sc9>%v)4+Dk1Evjw<7f!0Q-F1Jy%
zznRm;*|Hp?w1W8<<s;m>l9#mOC}BE#O^%t2&jRUX^{TAE^U!j5RU>KFs(`Z2C0VHJ
z1{G8y&DLryKh+L?kjBa!suzMk9AIumGYoIfEw{0_JO&d0jm2%_9^X7}u4w~74SfU7
zRg7Lxr=T4}zs`t&Dok!TPkrCKGdWL{0Eu~W-kZ?|#kD_Kr=qzOyVNfhdbdOb?S>|p
z5=7{M{isk(K<ym>`BAahd+q3s^Cij2qU^E)C+4cg3qx2gC$4+<%{|wkxBQDRr6dPQ
zmktQGn9o%|w2ZZ%w<w0N$~<<<u<hR|)^W|N=R3`EKGWV=)7Re7y~C5pS{w=4SDjaB
z(1-EiaB{RrRhocuoQA~d@oZqrbQjWV9b#pl;Zk|JtFh(fP^`PT&vQrRaA4!*cp%#)
zNR8Fo4BKrbkgsznQ>epF#g87~{!|Iqik8wEJ-|T^9qOoEfV5zxocaZNPVUS1pF2mC
zPh8OlXZrJuhwuxGVe1M#ij3PGu0xeHDR$CDG>0kk>vzW$?cMwqbQG)gb2Al`s+%kU
z5i)WMsfhCS1on@{bYXM@I);~bj_2!-=@0>}E-Smq#pHL=)3<Pr^+^7u<90V`3psG|
zHHZfMxX87u@%QdM%=gD!DZGJ^_08-hX*(fIz{k0Zomx(kcXwRLUAUHD1h!mV2xWsu
z?C&oKBQ_p2BIj%KUs8G!`?i2R^*uT|ydQXU53=(*DfTaR;J)Iu2N1`^%)s$uJM-%n
z!aqT~zjgEXCq(@l+Wm%hzoFf4X!jf1{f2hGq1|t2_Z!;%_d~nyo6!FV?H<w;e};B!
ze`^=|PdSqRW@s1JVz#1#+dUXw)7=<kfsHE8Z;FGbR#+J(ff3-(=ADQ@E0&2jODPmG
z`Q9foJw(=8Hi-rt3Ny<G8hu~8K~{S8Y@cJ_>9J$PaFnD>^Ab0G<1i}prMbf+EJ63%
zEG++3aB;A;2okSVtn;RFVo`5^h|mWH8bK^b!30>av9}s3oiO}uheMXaNEu?tejoOw
zvE)5fF*}2bkotpO(YU9PM5N<(>X&~gdru4I2-PV-G0=asCU>nk2oT|sA|PF5B0vCj
z<PXhM)l!zvkC~(o!xapb;3>$X6j^@}tZ^%V%P%cImXJcP5!)w5sfl@9AEQiy;5{jL
z1fcFzNRXphQV*9=^5y1HyZD^`K5GRG$L=iGf--NrOT9qZs&W?Egms&Br#iPl+$51G
z#-C77V^_96amu!0eD4f-Y{wyCI3|7?K_6F&?o2FUiE9XB-*hmxt$;@`@RrlbWNIJw
z<0=n+y)#3($18V(Nv=mO-0?&&nW~|Z>+S8`%L%-6SP9UgDniDDGPrPC2G^nEo5BJX
zx`nn@B$4A-dE|Pr46`OH$SW=&1Q(4^8>aK)L`9J`d0K^0<2CAL_rtS+L_EGU>*I1Q
znzS3h%`~_esKx1<IrN*G)7vZZ#iQGmo34wH2GD!%%Z)bsj)T;@$1M>fb2oskE4S&n
z8}70g6@TNCzC)weT|3<V9{q{ziM@&JsVD1HGKtbD#emT9$>7MGL4p&OH1;LT5lii5
zdjgcpO_$8UGoG<$OBJCtUY^r#F~plD+8dIa=WpTVmEAHM2E)m%Zl+{b?shyXyh?aB
znyUZe*66EIJXi`FBm0j#qpz8%e=?uHm16u;TI|2wd}Ov|(R#MRsk3TC%uK`+kqZ0-
ze1vHwFd=b@U~u3QkOC1n?MDFc2$D#uVv<+@$v75x8YCz|qM-X(vqOQ`%@=GXQj0rA
zRB%fv9XweZK;v<m0)>b0D1q#-P6CK~BD^E9#_e!#f*_9u7YO!`&{aiafcIrV2hWUb
z!Vg3B^!`+|7YGm?1;D=DD`Ln5DN6}O#UYGA{Tx@G(><EDPs#XVZDs`0tATVCfVOTx
zY7@aZHD)~WMga;&WW9rMIVSWiT7SQ({5W%W-D@wfllc#uYVy&qV~A8*m=FNud6Wwu
z){9|DS<s4Ky%3VgLxF0`pLU8skIJ-MmvEfw(1(BsN1W26wAvOI(ebflsG=lgA@<N$
zGCMPbgBWx!GF@1EOiO4X-+63@Oh{K<ViYo^kg>3JE<3VUi6f)TSa8t8k)Qz?$<ksQ
z*SnyMGklBb5(svabw8iGxXu*7#ck)K`|@J*bS%H>=G>TDpv~#!#T@I-@u@L8SX;gx
zMJ~CK-;J{ogLCqbEQ1@~W6rai_K!hS3}$WV32Y&s4X5#Cmewhp65s4uR%oz{=Wjwj
zBEy!^j-o1Bv}Q_d$<X0Vgm)==zD0x=UaoTme&mCEI%{>-Lvj<)&!?e10_u_U#pd`P
zqeUlzx4E4l=iWX^Y;$ync54By=@~VAS#{-OBw7m}K3a>EqP)xDt}oa}dhWNc8MX5Q
z(=&+rC?timc5?$)4yeFJmMFB1Rhpf$6T#rx$lQE%A~C!zD8a!%hojOXcf*A3O&zKj
zef*=@9B`UykHw-q>f!EJ`6j&x?iDL{{>py7r<K_lf9@=NO_%+X{rs&5rGD=${7xGE
zP8$7A8vRZh{Z1PFP8$7A8vRZh{ZA*2*dFlO1Bm;ForSMY|Nj}<vHq={h2PNbH?;c=
z?S4bM-_Y(iwEGS1enY$8(C&X4+I_`q{{-#6Rv7*hwEJ7T-oKMZzmrD)4<wCPe{OpJ
zk~DfKzWKBHd@DGo|J#)k50yXv%}Jy978zj9HDD`T<@pjuQ5GpFp)#BgWRO}69XuQC
zL((V$1<!6fO#llw4p15q$G{)QK=?<}sQ1<^z)5zf0Y_Wn)d4dL!&yhp!QA=H@{tZ(
z87LU#{aqKhz&kW4A1lvn%6BAzOBDk$GLPsx1V7kt%X0wPHIBfX@%4BfiGxC3J32gi
zhbtUP1L5HKB?5H98T{Ss@sT$!Yyp%SIOD7rHbO7h!Cbmn4mir?7d^2s{4SX@aJ|#<
zOF6~ILGA?B&jH5%m_llj?C;hMsKTNqvf^1z<1kQO`)d_}qwouiuK36IYHh#;_G%k3
zXCqIefqG9G0Gb*zyF(R=t*!WYqa%PRoF&Xxl*HN38>huv&8g)U1{P*NKd)Nkf8L}<
zIal*kA)IOszDgrFN(LJE@}++FVpjD%1o_z_!@ZByOx?PwI$H){3FsGZB0n~~+RM6`
zB>-gI&${JBAC&j5@*s1<=;++9ed#M^X}JAl92zxRx@4ieTW}J23j$t%kd~ROxkiv*
zw0LO2B+|ELF=M7gaExh`&{;$pQ6=0*H8poTy5{B|b<vx<RE$}qC>WUx?g=M~vL%=|
z`Xn@`f<P=@s>eq<Ls5*JNC2P4N}R*1$A_yG&vicfkh2wU+5Yg#wc7>s0HP7|P-`aX
zLKwULwp!Y%wR7csLbOP#m}er=?7%9r;AWibs$XZ`HMXtx%9KGFqbET<iAX+3foh2M
z%~?(tXdw<+h`nUY4cl-9LqeY;wv>S`3m<_5!Ly5^eQxi5LzhKw{fnoag}cqRk1<l`
z?*djOaKD_jm@ShZP89<FDsA+=)`*SiC)ow-Us=$18is$(f_?{}-vQ|Vg#h%!e13gu
z;rpXN4^%4OSwYyo6)gW}48mC|;;-gJ(H2(GJj9hr2k{w=pY-O-=gXr@NSf#xfqF^7
zFhY-j8}~u=>ADs)cJq6tQwWyT0>JO?#$7x%OHSW5qmZX6<dSZ+j&zUld}aZ%m64L#
zVASy~k$cI+^Unwm#8ROwAZLSVJ8{&INO`c3(;rxmZBV^y_c+_yAA4e`<|i5gqW1K5
z`z}oIy%0*D5onJ~qmH1-C(;5nLlHqyUgqXbT{;c}y8tXhk69_b=}ERB<4D1Z<@6X8
z@1sC?@JEBLd?U@{EDbNjMN~xanvh2PWQezID=@Q^6%RzBQP)T+U#f|TH=m1Bc2q{?
zE77o6b!r-ZqCw>z%M8<#hpk1S!tiC-YQTK%_Y8)7-zIi5cI$~@55Ml({Efx_SohOd
z7MZk0hmzX_;*l%vL-4^^mUzAw31eRft{JTO`99oIer^&abnSlZ)Y>Fk21$^1i7I88
zGXx`!I>!^WAjAkEeQ7Y~ZdFh4ZoO@1xV1s;G#~Zp)D(Vtua?v-zM4$awe@7vCj3Sb
zf6nc77O{<y<s{Ec-n4IpnE{ukOMy10obheqdQ12~o<1}P&RSHWr+9{!8r&3bPU=nJ
zKI+)j-D}P>=ZXz#Rq+fk2x>_a3os)@)`CnHNa2%3vV>qo2^NUmBa;^F0J(hDhCBO-
z;~_b?XrAW_<W{d-?4?Y^8Kaew==CzSd|6(EN?k6#3-G;o)6bwoWv4V&dr+T1{YFHi
ztC9+X4M&M6>>OiAs{w%s<H@uX!aE<>_XcI}XT=g!svncR4nBD%AtH@#dg8ua2ff!Z
zgA`4eC8N9g{ur_Jse~M6<Wz~k!jww^!l<j0Rt@1yxn#>nxaS4$@Y#>9VXQ5x#jEz*
zb4Z46JR1`Va<GSC5JQzEaeA5v4e`H}3h{|5ufPzyBk2u+)Mw}jgt#%FBV~XYTVR(*
zP4qZa=k<vZFm_LlgQ}3(6NZ7BCDrc?@a7=Cc#KTDN-{V`RcsE^@+=gLWQUdcxlRlu
zJ+e(?S|0H;YZyAd?5kB!n$6J;FFq{Juq@(pU3ML^-5dR3f$}AD>8<kOWQ*p~#9gj|
z_o+M|l{ChPG}$1k>=uQw1a^5;O>EcTN;ye-xJt3J_BYDL)&q5oO1E>HXc;YT;*Yz<
zti_u2p6OGsZW7R6HTG<|lx1P()W6TzF<3Iev!bHHhR3r9dCTq{v*}87to>*+Ew1qh
zBw22{P<HuZL4iGJcg5S1s(d(l5Yu3={RqalPCpIa2=v_?X(^r*LqgV7Y{G0nk-gQv
zxr!Str?##|;j`(|``Y4J&{s>L8t|F<0ATrKeG}!9g0LXeGr2qA4xB86yGPL+{lR$7
zo{8JmcWq--Zq*^$Ak*~}d)}q;vRkF*hICpa7Nlqf<6PVJ8T)u=ibL=1nuf+mipPk0
zfYjB&aJ{s<R=aYr?4At9Fd=3>TqEv}D-Jj}6_kqT4J#Hb+0RN-q-Lbc^iDWBcv*1N
zcr@RWhl*##bDHY<JO#w1X?nO6B)i_kWDCxN+Y8GD7NjVSy$`#Q&ShYY`&8>xG(yeL
z1Z9<QgMB`H-w;VPuRxkDQ6X{BKaE@wF+kvx3`Z^Th;5w!kXd|UK$)%UFVan`*IQi}
zj7~ZO{*hsh;Qmp$p1Js60gvxbMlv!n|74?K`_Aw2m4)gn@4<gcv&H@`>G6|hi|t$O
z%zsX^_4VBE_X_`InyqhKTCjiO()vsGtOr)Ce}z5kfo1C}C)W3RAjQ98&-%*R1*FUR
zM;a?&{XY92TwM=zSxn5Z-?_B@k;Uq3lkY<K9<SK{)_w!S)1T}UKr($sAZ^x9A}hdu
zL}c~Q2FN%@FKYlKOtZGL*EI*we<QbI{|^`xV1c(||5*s#UARb9nykA#;#)Qg2};0{
zD&A^ZiknY#RoEXyN21gd((Cf3MNvo64-%F0(c2Y$f`tW%<$NH5gvIZCFd$~M$t;=b
zI=$1sW52&PFz~d2+ib7u{QB}ZfO(_vw$P~QVs=<7z;<Zy{tNj%p(h9!G~nS^rt<Q=
z1|vh;y+VIqD-u5lDEPNufNFkkD<vXFJeLvhUk-zS8i5nF*jVcc896)(BKpw}z>{AZ
zlzh?C_&F0fJpHf7Jw?D07SS>Rg(6%*ioaapPzwNI#W;Z2cJt!V_t88I2?jb&`zoiQ
z2i$>B^Ot^>1NiHgo~tr(@@1oB2>%=>e}g9}wJYNINVD12&!Zq-b}&wt#cjYBKbpN_
z#Qr`hU;|$WbFG2ML=>dOC10VRC$t)XE)sK)FCW_xJO0vI4~C=0nfy}>SeYRR4)M>~
zE=TeApD_&A(k)Mblf3xl1VQN9W@Ykw02m<|xD@hF!Ii25K7hrsnV^)q@V>+QCj5u#
z)`5>zG8xf~g1;I>)cSQmOkTzzTGh`BJPpPp?S7HlC8k$pamSO`z}A)l^t+!|;BN&3
zed|Xj;EGhLQ~eI?mrLBA>h29<*+W|&eqHiEenkX&zUiW6bVC(;xjjbtqqS!$STk+)
zlM+i%zHnmEupbMfBguc^9dpSGhn3iE=lkREa=7O(+-{>jU%^7_2^Yeh`81(+ZS^KK
zJHq|cAhE}Y?S#w${!L^<x9dT*+)}McXKXzt@LhhJe#vmd4X<PujZ@eUH{$d%|4_z<
zk*Ps6YN~kTucjR=svXZQMi#p{8<wbGa38gmgOZvB49qaSw)yz(F;unttHu>!dnJ1}
zHz9r1``LPbg`Ayp6~&^t*J~Y<H{EnIS9h6G^a$!_n_Lpk&A=x!m$q7JJsO>bG8YM6
zhY-X>o&UTj^h<E=7b2;1@0Yo1Vl=LD@-7fmFXfN&KiO6nTu|On<tHR0Frfu;%N{sZ
zAMh}`bftLbC8pw6eyMgpaUXX{zqam)yiNCyhvrKDsj{`y5i428ANSzg?Rqv7Q&VqV
z9c|}j85lrGv$BzW@h9Eo&MPibA^4ojuCXnYPA4-Uo4Szc<l)!#p6BOs)PPZ{qkA;Z
zjl6NoK6_nKX}mr)IY(t`iZfPY6rNNlr!D7VHt&4)evF<VE{#|J`A2EVB|3fKpHuS&
z%X@K~pE_BfozTc;x|d%RkbKihdWTR{Se#h(1@-K8*maRqg1a%Qwm<aGvnWx;+SIYm
z=Ds+DOK+)EzB;;oWPkSF!!xxUFX72hnF4Dh#-96SQP(z#DdkMRDRlh%qhD;v2s8(?
zW}}k+^2`Ty67kbU@w`iY_Tt7Z*2`U}Hz{=SHLJ~_aFbn+lNJvIASG~qn2#4497laZ
zQ{!|kUz2*id%j0{Ia`;@vz?JX#1w2!eY4@%jRuz@kRo32XFsl1s?b_j!=QbC8wjPX
zooQM3>e8tyIdk8zD(lN7ADPAO(R>mdCpsrP<Gca6?awQff+5f<({IZ=Io?BTztad>
znk1zu580bk0t+^>P{4d`yMqEsCm+fDV<q@0Kvfpoa~qm+xiUkO8j`h}eP>(b!!GcP
zUG3KrJRG;LLFDzx5q`Ayv;dQC47vKqv#Lc<vETZZYVP#Qz_W$d8)c5q=^NbRP$PSW
z-8yr>y9nUaXIfxyUtO#;AJA*I>=*}M2u8fmlSxCs=W230fH_0Z`!sty{=9$Ez8f~%
z^6qBSei%^`_%ddR1CPB7^_#(+^R)qL{P^RB0CLCMlTe_(73}-u6}um5e1f&#NkSyE
z!e(^5i6S+Co7z>V8U0wjQR}Rd+sury(eV25<FN7An5E<Pc^PfinY%i)&Um(;x^NCR
z(|D}dLZ^Z`l+dIX&R0{UXhp&M)XsD$nCC!xCe8BTl~Sq+U$gDNv~y_f<@Wn+IQwgd
znCp-IMhysZ(-b$l!=u|$5f6rkn^!~5b)F)7pa3SVZy#UVzNJ2~etnD<glo;g^3(a1
zD)7IQ$|Vj|Q!LPqLQJeua+B8~PgYbWFW6SL<SFDOk|T)C4VRw4+~6JWtw&@XYIqgl
z%xvGGZOHf3x~`tgcFW)Ane@~e1_hV(cGij#-{#ZjJ*N@D@h;Gf!9RSLPLAh<sVv(N
zW-;xyN~Qd5%)E3Z$BR6~Xor0+M*SC8IQrAKpU%Q(`8Y+~w564YU$Ru?-0g%%IyaT`
z-)?)1r7tA*hfhw{9JdV~4+iWzT?yG6$w$^f98eD-7^weHHP8;Qw%FHX>h5_iW!H2H
zeZ1asR$3DWvRXJz%D2j&+lTfSd`Tz3FBN+Pwj~Vc(TX%GEj^|Z6EtsR@(=R!WE=z`
zSjJ}#N1r+VT#`}n0U89Mv*WNt(cBx_sR=e=oVR}J7V~bW$uKw*j%9RPY%FLZrq~4p
z?DqRyZv4G!XI*sz2Z<9<7U9hmo$Uuhln!u4$do^EKoWAP_1iDEbI%^fmyzyhAK)!$
zZ=31+WLqk$z&Gqd2DC6_>%YtGN7J|;D6HwRnmN3u=gcXt&vrM<*ngRyQNqE9m+X}J
zBVJ^x1BSq4daC)FTng(gt=E^f@w!w97<0K6mKHp`u4Tmo<gfMexrTBJSPFJT3S>+t
zVn=AcboPzriOqhWCO;KKp&H`-u@}sC%_p0EwRgL`@~H$;w6qE>Qz``HFCca_m>%qY
zPCLm%z2)`2gXUYMUUIIsO}rl<W;xW8M?%=%qx&PlfsJEJ;mj-5g_+MG({(nOE-vRT
zi;{G^@|OjCl3!M;Fxu+5BzkebpDO0XzX*|82C2fsyO&XQgGZ`Vle5dGcNV^nWf9sx
z_lB;{F!x#@jI_hiuKpd{cdK8n_arT7GfPRhI$9T^(@WvhRAI3-3+TztZ?IMK-jc!I
zaIE|+I7lb0`AYP=2b)JP)$O`zniH+N6k)Qz1&wwXj$NO79j$|NUTF2SRvqfYk3m^W
z0FLa}ukfHQsMWUS-E^l8IA<?zv$Xezx+1T@snlDGVEL=Ri_g;*EU3j#4klN9rhqG-
zL)dY1W^1~q@CN9S%twf!%ph<R#xj3cLoI2<C9JHbl;cYJ0>b;fr;1k}<|KICCYL+6
z#9CoM1J>E{enhrnXp#m5?i!)CR6bQ@CCvla*z18!phq8W7>m)4B5%0a<cad6j!feI
z?%Y6cAOvYUI&o?|?E13H_0Or3du6lo-9LCZ+<@6Yfn5_X_nDK+e7BfZLoaZZ@Yn@e
zZr34)M4N<-YG-wk@QrnA+RxzRk_q*eyj4!2Kdcx@8ITwK{#saQVfD_*z+%Q1)kM4g
z)AFRukXT=^`#4p^hnLw3Kf1Q}0>=z!akoytw(EdteO+*#&!t9YEHb@?VZA~D5dYB*
z-zyU%Aa#c`Q)hcUJDbdfVz%$)_1N*!X-XU#+U+&*$Q1nA>+h{WylA{KV*-Kb;!E)@
zdBwZ3Lm7LR&D5oSDcy3bt+<KGqxafy;b8KD-<RARRm}87?tYED`m|1>s50-|Id04L
zk%>6+Xvr|x3x&6QKLiJ!07p_T+X!^3sJye2+>hZ1Qj7CEs;#?nIA3XF@dk=ZwzjW&
zNBw|@IN&I+F;6@Q;!5YPOCqJHX&+!1>d|`zU`I2u6dypp>v!q%v@5;dnbjWP>*@=v
zD*Fhj<I5lA6uTJ4Fd}gZ0s{G`Xg>d35p^$s8Tm)H)B`p<pxa~fDInPWVsW`WY==$5
zWt~n4AksN06SDlFc~3y!8YtxgTCO{U&%^`bM@4oF_WPQEUYKek%{bIk*UQ*8vFQ7l
zz3iZ|w4C$yuN#fdrhCto6c>)$HBM+w1Np(d>=X$_y}mECFM439b#O({HRs2*E(6_2
zmZ|3E_eW=pJ9OLfSVp1dA)ex(`p=;7emJ#r=r|3_yk_^?<<4WDbN6I(Ac~2-z&4xl
z-A4+f*O3t?ME$;mt)Bc}J}cxxhqu&B%oarEA?n?IX)BlQc+Uu?41<-6W%pwgGXR}e
zj~y1HeME<sbUSj@2X%+v_uXHwl0*Vd{X7x8lylf+epreL%1BwDDRuUBQ&9bv*eYjW
zl+|{Yl2h+J;RdsWQFTdsi}l@gAZfR*weKz!<5ZjOe7bzP6PVU4eGaZo-k_J(d&RE}
z32ui=)A{4R#~g{FG>UV)tHz4*WAlaYV<F4<4)Or$+iG@g@>NYqP6#z=rxbzj`lf-&
za89>=thI`On^zubrbekvF0lc&ICEOvLd=E8Q~pCS(_ygG-87FrM6E_wjlP?xkG|%7
zv2+oOZJS06j)FGgOo9Bv7cr3Om<vqae*DN<^|-qmy^*+C+Rz+f<Si*!TR4K+4+%KH
zVyP?hoKCF(tq2Y|J0?bR%p#W&ic_!^1r!cZ^ruaL0UOFbPOPHUc}|v?R}#r{huAFL
z9j?cX&hWZ$6!W{702DgwngcKPAnDX<v>7b&WL*$d?y@h0nW0a;J(I!YpP|}(S1eF{
zFvA!nOgp;ys)Nij0f+-*g^y(=XIQ$BURp?{F94TvLJ~jL9}@Htb%E6a_sUEjHV$NB
zbjMg26n#_n2Tu@9z_Ks@6li<u5B07BgTzp|KRH}W;KZSq&35QZ%S#+K(bfU+qC>J4
zX`R&*(fi((U$nKgZ@b4aG_SyF;MDk&k0ZG`!!kc6GzW>!C!6Qbe{EO(zX<#4xG1}=
zZD$;G0Ana=8A+uPR7x0xM^GtAX_O9;?wCOoFi1f<6zK*fBn1VO6cCg~q(u<v`u2S@
zc+UHt@BH3>&JWMC*|F}u*Iw&d*R{EB@NvCorcyEVi<JA~%0EX$rjZD3RPJSsYsU_b
zttzszPs5^2pkMpu57g_*RY!2Q%pN%-g*-tj>M#+(PBfGISz}|F*PeP0WD7wY<h}NV
z@-VM60ndXx!Cd>-=O>}*Zpka@mkx+2x-d_6xG>*26bLV%;$=(#(F0-MBadjQ3eXfd
zQri!{GdSW6rWA-`x*UCtkvJtaPGjQ@XPa6NB_*YW%AJL=mLt#Lc@JKW{(GH%W>4|@
z>D>Fhd-i8dzvFOqmR)$3Uhp~^+&XKSsfdG*o1%$Z`!@6Zq@w-!olhR&_q<)-*zt_B
zjYi{!Up_o?U@JT)Vkjs5*ND{Y;*zye3*(8mcRQAxzR^yfVuS2JCv{}z#DTq<(Uu11
zeJZ>hz7o`9Yt$A~)))s_ol?Gt$=Xk$)a><zQN$f!uZ)|Em>JIr%pdS*6pI`rWs!8<
z?AAX1W%jB)DuJrmr)QD-V47H-6qlkjt*ysjem+;~kFe~M7QVs5Tu)(tvo4|`QiQnw
zuq#Mi?d#xM#Z;B^<~@`(x9!T7w@2wyE6gpmmlGS+T}0&Zyz0A}_xf&?{|1w|>t?R&
zwlWHVDkedNp1<<fmF1CH`p`P9L<%R=EScrp(NWo5lO1Fd_M*sfQKJ~7A>^_>_}8T&
z1NwXcHu_BmRt{Rd_S^YVj-Nj&*rS+enjLx;DG!!`QOAuSuML@)0k<gB?R3Y<MV8*@
ziQLsXD+Jex+Ytx8W(rlxAGR5K>nD@KL_qITsn>TXnGkLytSnl#K?kn6lsm=6pr_*3
zpPoID^a|@TE(_}wc2VR4nTWL7zwYWr+Rifm&5utTPO_-%shGt5^4~JrQb^_sr?59j
z*{FYKa&Q{4A@~}X@JgH3cduuv*33>UP6g)o$X_=_>C-kl%>Ua8uH!~3r$K<9dj6XH
zcY^xG88(jd$a5HlrttQ&2cJO);q&-K&ZeS`t?hMJ=ion5uS*q^xx*<G0&%QOoCo<j
z&KmUx{K?>+>h;m0?kob?g|H~SlXLe$cQY8Yi((hu-yKESS;{I7;Es))HM5l;9m!if
z*&_9nrwAgX>*`c=2S`dY*|Z)-meJc!>9bm;CK=X$zEaYICgm=ck$l7taEmp?N~~wB
zD9d+OgtJ8NQWSHy>5W?`HO??GYxloU6N<XCl&Nxl^Y+mY4U*O~d2N&VgE_&^3(;vR
z*gO}!196MsPau43Qt3Z^bYY*@Y90SN@Q0L&p70C|==^s;cAgZgGtS>jN+Ow`b5z%g
zJ3i&S{f;&4I^sr%{^tWA=@W?vUjYBKM){QLs~;wpB8N?WJ+r>T$&1XQ7IZTHOirA9
zIX~!2B*ipu?!4N@$e(R}rRIQtuzA1%vm7{J@UJ*68ITt$8u*y#cD)OkE34+Ras*wS
zJB9X2={ij`X%(<2nQq~SkpUy~wq&ZP*HZ>!3X#IMDHMuuUs4<Y`d!>rTsLLr)Qx3f
zgGJ+>ZRWTH(#N=2lC#(Y$AHU0ifhS$sBNOIt2@tiYAUj9H9n&uHU_<p9ku8(?jbe|
z)5CRhPlHU!ac!<QXEyN4Y+@p(^*h$l`*>}d`}M@T3x`24-$+Rwk;qRajI8eo?9J17
zIg3(JA^cFgYxd(52ghi!!_Qimgm1tZGc<|x^L8qNy9&iEn>=bF4metY58>$aIef}9
zKkkC}%2<!K*RehsB}G&fWwUtkI@N(8XgZ5fm4D)1Jfi9yj(8)!2tXzmRWRa765Y#<
z?v%u4-c+4MWDFuMCHJ0GH0fy??7doeFP<43j1NRsoV;ZC5AoJ#K{@jhpx6i8yexnG
zLzmv)&T)o%yGP>B;!{dI-UJP@paTDPJEKB#uYb7nSWnJ&7Io9QoTJX*#3H50<)lu3
z#Sq6;!={+f{OOE;td3=qK$*R`9~Xmm=f`>_P#!0?V4}nrktB{dEE3o>fg@IM*&3#r
zay^TI`a;u*`pzJU4SA`-62`yB<T4wm4=jQNtOv3NrdfROuQ4PkKwnuM%m8TkNL7t*
znBVyA?O=gq#pAAGN5d6_iM~SNDbAc8yFQwvU2%A_RxwOlKA&QOgBpo0rCxt78zOz+
zXAcvi=Lj(!nUABgSnj)HX`O@AZ+vREz9g8=9nXfx84^;O*nb{0_90Y}-$x&}o4eFO
z*ZSr6_vn!f^Y05U_3w$j<Gn+LVnx&CNd5&ugURJ?aZe1HHsrrF|L|&<O&`FU-}i1=
z|MY?)>KdOL*9?Uiuz374eC)Waz`+(Q$M=k%p_+PF+j>#>tcwt#V3p1{edKgUTUK`d
zrS5x+hNtod_TJAuG&6-<!4Z@{OX|TV1J2i(ms{)ZW!pm&&PqD~U>%U$OCA!=-%k0b
z?;4}z-DMB$6V^#*LMd={Pw)gvIog9kbMfmhUVNewZhfL)K$B<od(U;K@crD$m}^*h
z0e}GkXdunZQ}X^Hq&dowDXHoJ<~@h$EP5fhEcL>D_05|IZ5IDy03)cccAD2{)AUJy
z9d){c4Ub0<P&|hWh!8m*fmr$>_f|fGPQmNO#uB*%?WFQ<T!wk}+#x!JbPw9u`*bTV
z#R6^u?TL&9tk5q{HgSUa!dn+>h8(vE7UNl+=FHB|tF7v*-4;pDyP4_rbx^{1tmYB-
z(7D85X|rozLw_-KYn_)2J%oHn(#o{{$Deo|O_DUy(m=__;g{umuS2hx?ZztKPp1E~
z6#P-wrvjYRMZeQYOx!#SVA^&FpFqj*gOPO*OPT?d9@PsJQLO_Md_M*B_5O?(YQ}#I
zAvMpGVpNl@S^E05OYII13e(Alb+4i#JJ`@*w@T{|+axTc-W_n-e!=hI%Mj_NKl1kO
zvr4b@%IX^?ChDaDJjxmnnl;2T<*)1z*%Hrp9D~D#;7Uyr4zeMT`-<A!*D7OP9#hWy
zo|ko3wJg}`^_-<j_Ljz~rx~Gg^Q-@bEr3CHeQ6VkkBd9OEKzOl^}h7;@4l-A)#Ksk
zW-~5zd76Ux2@0gV=KmY6w~{yWbJaM0Uu<RpalqF70)dFO3bWG31*bOwIG@SGHL_85
z(o6Ev6mZc#-_t1uyNWreJFuf+xH>Y~gR^FT1?NriyYc9!(i8eVgKSB{2(ZJBBJy4Z
zj}mv7@hzP9O0n<r4-#+Y`@P0X3<86u6mclbqFkLl;gtmO%yx2N-+JDZHt2e8eb=DD
zZ}^ho#oI5=;PKkXO)~0(Z&8<qUq?=Y><;|VqeZ>P@2Mak;?9v$fTN%%8eNgBncujF
zqY7j-pP%i4oUr&S<chYbJ2hUS9}_nNCyD8EA%mot)N>mjXDdNebS9p!3xlguK`5C$
zDm<9CBF_7`u;YTOQcDg`YOuu(XwK?5^;lM3qMN6q3NvWX?|HT8tW+H`acM!y)9&bk
zgqW(UAH{J*GKsSW_Z{NBffqu2HESK(p|$*2HS|*5RGotXOq@R@>lVc+;>3@kg9J<_
z3x+e;euA62QJn)?8h^^mTNDRZK`XkM-=s%i34G#4VQE7hudgc&`#oV(P>pjm!1C}}
z0SA2k`ec^>5An~FAB2kE23w-BVHBM=i-UrR>#rm^pW&Ew6l~$(sVa~WR0=)Sc-RP~
zhH>OU&v}7Eg&RUg&|-N#)X!nheJP=rwimiN)+;C=z`*hbuF9U`;2LlyFLlukUES9E
z{^c>3q~+|SWlJFquo6b~f3`wNemZL9s=Vbd+ob%7Q{Umm=4YEn{(qDqxF1`Lw;f{z
zc7bbA)2D*GKi_j{uv2NLR#_iLkn8<?%mpn_2C?+*AMh#QwRUo2%a5t1_V^f@mKann
zrPw}{gAn6ylwo{E@J~>)JmlTP&X<>KYhPR!9C-Nf18|G{x}3HTz#0Q+FuX<q2dQoz
z@^;7Xih;etDa)_6Bd2T6xP`*dFq*7cOAu_veWOSr>Phfqy<1QJ@z2uI?DJcyyj@HW
zUw6%X*jtTgs9$Ian<&TR&W0LsyD|QHjS;%H{I<was6=sx41G%IAd1IJ5n?R1bK81d
zB3`NG<=L!*NVsHtnG1B0qKC^4qBu(29)C!i^N;%a{t~U%kdCRkcJVSi9~l&CjxLpW
zMd2cGVNRZl7Xe<O!QHX>@B>I)&%5`*S40{rZI<pJ2*V}gdp!0O6J~CFdZosf^jhiS
zCAhbGlC<mee;Y;O7P~!%qe00=R7aC5!otL)8vvb&W%A(SI)scv$z7+HIT$$^KguwA
zshaEh4>8wz<@$Xi1ki+Ko5Q;bYQ_wVJ6|y%Ej(?K#qQ_YQ9kIi1Z7VkzsrvMyG&=W
z#}7~DedCFkDE;jCwK3=+u%;XabIuZVfLt&mDca}n-gWeCs_%Wh!g?*cAoF!EIk;{P
zAwQtx$Qb@kDiA;FnX>azUG98Bt!J{a7W|!A$%A@C{NXJI?%#6UM5I>^V~wb7l)^*i
z)A8S|y_29I=-B^kg`bZ|ac-zzr{^DXSG~vs8!Mb-yibJnpraFnX0EkpM#KJ!!kSbe
z--w~4gs<mCJD~r3jkHm~Mh@Pt;C~zt^$%qFq&tF=hrcn?_@ASIZi^rROl>iIte|F%
zB;(2B!W1CAVwSFcyXhB0+I$%7_qrp5^{A%@^*Ag)wp<~mC|A<lQ?qwvcFXEtU6m9U
zi4jjx5P73??WNGdHG8wxV}TuChb6J_jmn6+qjmA(LBR~niRK;0(8CWZ1?nR+#Evi&
zK}Lf?VE*uCE=ICutP9KJyR$Fk39e~tBo5W!1UcYctcEOp{T#R$xGBgVXQ>OuCAYtf
z$FzXjVxF-SY<3jMoiCUE4yc2uFWCkFiOHm^M?sPQ1_m+$hB`=Rr2ha*G9^KE{Qh)_
z<xwPKSt!LIE!2wxL3HKmU80x6Y2g;-{IuQ@qIz8%K6`CfzasV%MiZny(tqGq;eJM{
zU$ZOQfoKK*$h<Kp;RB;X5akH@_s)3z+SG-=Ph51`;PP+TpAl`4`uM;1r1D2dK*tr-
z6^IQw&tUZk!O#|kRv%7+Qu*V@QqAwk0E$vl-ByLh=i$XWqvi4)|0c%8NPn))C33fa
z+V4(3$@7nehw5a<RD3KtL;P&bWay+h?Yozm#L8Afl_^>SRKWmvPC~P0$nk$$zP{fd
zQ>D^DPza?|ybm{#B3NpM9K;Qfh4lBn=F759t(J}DkO-dvAuu*Y1?!k<B1?3j7;21U
zpV6?5?L?!mYlmpPBJ94Vse<&U`wyHu3Ve!{J}KrU&hs=}*(BXqxEoDeA@Xmi!%B`$
zT43?;x>hOzitOiNj=&}!LUvg*>mB&b6#VGSZdAC<3y#&%xyLACH+opzJQEO_z~=*+
z&CtoDH)6VXpz@sHad?AOlDy~@e{<lZWf1k<JB|OmWn+I+037;JxXBR|YmfNF0}lbV
zm+-E<&6<4k-Svc@{$j9&1+kdaFGZyPX5l4pV>6s7Gc4f6v=U(RAqeQ#AxZ~M4VdqV
z-{|xVy2599GW@@HGdIiFF!{!2?^-<ywq6VcT5rx0M4<4l7)Ppc?R2;@Q=Ylxk}8~q
z3Id@tnvN<+b)g?XI`CM)z$%*~l^&)6jUc^HA+E_B#rjO*@0!4}g?9xOSXj;!3AhNH
zB2Ji|fd28X39Et$j{xl8Hr0TJtD+zRHq8gryJ(4T2Qhdqe)L)`i1y!2t}X-|_b1&q
z4JYQ!;NR36oEVi&0AKOg+6^Tq^2Hp2zoiNC_9y0_|F-$k{FaxUWPg0=>2bbRmin)r
zvIqa-B8^Z_Zo5AlRA=(O8lLHwfP0EWrha68deD<TZn4U5&xYl}^<Vc};!$2)(B?8$
z!)jE#6e51BAh5aCSbS|9GXL!UvCA_41s^I!vH)&3k%NjEaAC{4Aj4wduFm&M`tL*S
zwWfs1zFJGvyYb(L+M>xjmShN`P(ai8S1b35mmI_iO=B>UziRcX#N8h<y0OsA$HAND
zHevKfNHoz8rpV$Jd-nRy@c3JZj=ePSH-L|dATOqBu<IaacSfU=Hj|mkCEXwH$mgE=
zuiX^zXD~@NfQ#U4{{`5Bpm_X=neV`Y;F`;-U1NOgZ?PUfOhxjR6Sm+j?EjkZ%E<EU
zyHR>W0JR(U!4^D5juLSDn?N!n{WErx1lmr<jE#No_1~d{e6pYbrf{(90BIH>MJMg}
z?e&QvBK50w@y4}qH?8C-Ubnx6dL^X4#hy)a61`vxDCDEIptKunY=||kcu7w*pCu(m
za?5R2;<9msig%%6p%J`KCrOae5^)F4f)m^jdwY_SV#X1DmxXWq_ckEYWfW{-S!Lqu
z7l4hkj6{55ZaX-`AksmOej0jwpIv99)7>r*nWY>I9YA(gOxj@A5#j+XB~!>lNcB3X
zhDo~3Up~{z1_eQcG?f1{iEjrtycVL~3}@zIFsz|%E5_T;1`S4#L;e0D4#z`~gSJD|
zU%+kDt9z6rLIFo8Y#vIAX5bAD?$JsTRNtYTGR=uL*Wcsk>razH(IPu*SlO2@aPz~n
zb|y#XBPMhEBQFgAsuB6B!ddYDV<`w#uR{*tZV(#UA6GqpPkz{TB)Rljp*(ECVDv<u
zi^xHsF@*HD!Gp>|bNo+y#B2Y{@b^@Z!`{n#d4R1?pTg)LmXvlj8@5g6(?9dy*95p$
z6K$)2q(b7wPW+ztQvY^ChXLI<yW3h12mJDINhPkkm3)HF`R{BFL$kRzq84#!EIuij
zXMZTfGSY*b`8e@g)#0Haa_|Jn)2B)mP7A*qj}griL)&cd!<~j`o+qSe{=)zO;&%JC
zx6^4_zp(Ff|Fg}h{GnutpP#&*Qq70J2h@Wws2QS7JT`SP_|fym{keG+-CDITDgJAd
z(FZRi%OW<$T^dkt+4k37cgrE2jd){$kiYy``CGpvy%z86@7RBv%}tO0G2?u9)9WFn
z;Hn_mVkMeTKKMHau^T~NY&m5)K>3(jSj2SL`e}(<S?oHKz`>EYjrbZ>SMw<Q&F>MX
zOtm)xFQEVMkmOtTJqYc9{Z23%osTl-+e^zkqmht#YCed#?l-fHaC{6J;aHLWj|qS^
zH^6Y^uEBj{dEyx^)f{m@0ADF7F#5;-cw6~~oJnxw(B@-2o2djgp&)PA%bKNwQb7zY
zMxPX*8@3_ay}gG}#8utG%KQ9lRRUmDs>v0ZpLokI1l${zR4WvKcPb~Cwe8<oUjwNP
z3ZgB1!TEZw-TGPs2mN$ZmN~^sl0=`uein2^C*<a(cX;FOuWSCyaNI0-u2akG`$5fJ
zK^12&)HzlC`OT5fS-+g?L-uzD_5bdNZhfQr`!@y!Kp#N6%0Z{AE)Ay_^>m83HL&2W
zeP0L4iKoSMx@T`KEY#u(*@*Mj<+G7I$f8>S)Ntg3z+msJ{b>)cU|V@O<7`Ej>URId
zWhrUH3`n<^+TQ1dOvlQwd~%f&fyR4+%en9rPG`Ztuny3d1-aGGY>**+#nm@#@TWCL
z>E>De+hEhTj?5QiT8m|_aoY8C(F#Gc9YXSvGr(B}^l6KcaqYVeQ>BiVV#jp`L|o)=
zf!=XBxZ($K!^E|vyuzoe`+@UZI&TA59dVUx5SWpol45q@J3VL(IUxlt+=$0s{H0J^
zvC;~jwb{AwX2`p75~6#bSP%~@u#u9*wqidZB$+?8+nAJ%)%JjVTsdo)=EuKyEhV*J
zp)Z}}U8gUH%AT=Y>J%`5ylF8~=hc&g$`t76Yl(MG7YKX=Z1A9NZ1I}0-`WJu!se-)
zvrV=S%uPxbqr<1~D(mn`$agE6Qn<Pssykp=JBve>jvZ_hR;;7>Njg(d)Xf!g^|*7j
z?yeOSp7&$JG#md;D}qw6LeSmq-NW45Qme{YEvRX7u<W37|K5g@BFN*)$+sKF{bCa@
zw61a8C1VVL$e}njqz=u$W>0}w<{{juJbu^K)>^6`lz(DX?w<y>CRifdKGFU~FDVF?
zTubYEdEY$CH{91WHQt9_gNlq`A1wcVe^BC5kgIFGR%<38KwHqx@C&eE^)ABSr0xnK
z_xJmQl85mvZ2gaVC=<WXzgKn7+kd0;0$4pp6`SL_1mOnIXP`TUcK`UL&-Q(^--c^!
z<<0b(njnZCqd-cR-|HL*euA2{k)$b4JB&;IUX7SMSFKulURmS~R4HghiwNjT9)wnr
zNb~j;4=>0C&N4CxA7;7WCqJwN-)QVSVdr!t4{n@gWDEb{xHV8q;}zb%Fu)U6+XyWU
zOkc5O{NT=^J5^|X+rE3*Nw}dPH@}4YQUnyW>ynvXKXvlpB1pr1igYaQNB~8HrH|j9
z)By^i!bKKOC|z|VH=U*V+b{;VP~xOka3Zc!jIFb%qcrVviV+wQTYyWy^_P44gmmJv
z3|H?cz;_d5*1yL;j=X-~7y3k1$k;pY4-+@NAZOSbD$)4<(3VP)gS*%ELsWN)4b)c|
zzUYyX{JvSS_E)iMSz=4tMoe#J6_XzKu_#E=Q$p+4r5O!4fSMnI$_$&{%Ea0|7MBlc
z`87-L+8=2BxOyJ+QAdwxcon~}ztBbfx+t3FVx^-U^I7da8E+$mJpk;jjZ8{bqLbSH
zLYyQ_x+a;)8_D7Hs>NSYORs@DMUp~Lr*a0`v0&g1l0jVqeNUzEO~cr4W;|u5U3r{}
z!8c?<NlK>*dhahzkxaC#G^W(D?6;Mz?WT8GYCDI@JAet=AtHO@YlxH4se4cJ{%J?M
zRLLj1^-s36%Ul+~73APMET}$&z#9foY2^DTlV?SzL5-bcr5&}vDcsqW2*`P9YIUZF
z41xX8s%Y#zX_mkr7RzBSb6C5XAusbAjCCGyPvz_}Vs>wW%ojK<)#uW@^ilV{3xF~8
zS;#j)#YG(TgvMTcKhvwzBRJ>M8*&@IS{=>XnS5m;`UF&p^l2AY6W-PBdow}K(M{_y
z#a+NI&n&LA>+ETpp*!&sSS5qx-}^yiJSWp>+4K2RnYg8FdbtHUNq7&$y^eDS^ASc)
zsx0VwZL6(~$9;QvZ&2iljQ~t1{!JE>HAbu<02aK5N+bWp^`^9^Zfi!PcP1ymk;<Z2
zTuyjLr0fc^g~gG`e!=xL3H>8nW=<UH8ba7C!H{TX)w&7NA#bCCP(zCvbx#OuYDc@f
zE8m7(EU<D6g~HCA?^|V|oAp0ms!1yz0p)a8Fo}tSN!&xaCat|Msoag#85bgjitQ+h
z#h<0`+=(W^VkW2)LN1QfK2<S2l5V1Xo(wfeDX7|VP-YuJ4eB0i>{xwU7S(w23gm>a
z&+zvwPJP(N#_@IpRjzSok=@N-74gSdJ_1YKL<~hGtnW{6oii-t5+}t~2LR!s_26t8
zqf}QGN&bDm!U!&#(ryRwH<c4{FPx7B+yuYAgVf~_tKXm9qEg+ix->lmFVA2We{LVl
zx|2IB<cCbc&BdR^qMo*3CJ2&JEl2<Tq;)hNSGO#%AJN|-TX*%nU9~?MfKqs<nL9zd
zj(|sQa*Gkm1dB@8(U#}taHAy>Z;AJUhWk5HgtSrm92HD=!=~WVuPa0MBlrT|RA~3f
zS8#fQ4+6%ZKQP7#M0n(R8MqCSY&vs-$hE4wM8Ibl?B^;9r0cFP4rUZYu8{Z)&M#o(
zJA#S`p%kEyN%rtXgvIiV_EtP3)|0V3ST8kB81ly95MS>oL%{)<P!%QG{S9$K<#_E3
z#v{b9lY(Er7K?{hh9E&b7K6h?P?ork9nFf~U$Ho<O8mPZab;;J=Y(g$@C^!}`0N-e
zBAg6O$YOs&Dc9<9B2U~Wem^-}_qEtU;sA1w#P$~t4{(h*KpYrg=3oFhlt|(;Qh0V4
zeOy`+6%o_$L-{A0TEPQ@0g@w6u<Z|kt-+^v3*Cmd!#lD@ff*t&T1Q1F<kH!PDJ&@$
zC#o6*_qR-tK+251BD@>|8o87sP61m8vnYdocP)A!s{t$v`{CP9_IE`iZKpFU;1hs<
z;ZTHi%|s$%x{k$+v47%(8*QSzMOOr`?i+g?JuN{_1=o+Takzx+b|PCA{KC&;pS1q|
z!q)%q7m9HS?+$(;%@F&WK6)RZ`$L+xJKu1KxCXYAU(|}G&~Suiqyw46z<z-x%#P5U
zp?wi@0-$slwm^k>xzBe8rH}=6!6o>&S;^({e-gn%TqOx>vfh629an~{RKY#jXElLv
zqq3v65e9UF&SCPZN}%csIA-Tg1$o$+!Dj>ni|3?{3K6&13({$+4N4a17Qv?DN`JTS
zFBF}23p-g6)dmmkOrEyR)Y!Ri@E~l;R_l%Z8-;>^rb*hjJ#<AhS48deEh<SqdotY7
zhermrl}?{_4)`L&Kg0Etsd(+%`!hGz#f}3OMF4M8niNb&B=X%RaZYv$hI1M0S<IW}
z?)`j(@CU#Sx8Ot>YmCGCSg>9VfbS#REyQ6i{YvP-0Pq;CH)XY-2jMnRD3x3|ufYgn
z!)k;n*!Hg!;OPh@d~ghk4k8cWULnFqP;r?{YrpD6hf(<25;O)oV=P9$uFfNxA2xt9
z8YQqoL`%Rgh%4vrdjl{+@iIljKK2OQ3L%nre*{ZP^sU+bGls`~1n1<|{y70_Fw0<n
z2%!*Qi((LmEpF|vp_2=f*3-R@NdT74v_uglyemPJ_)%H$*io=|%tOi*1;Uq2W#MpD
z>=+z#V@LCGtxkw|z=^~21ZL}Hn?A<NBJ-&czu}$L%s1MZ6{tah<_Pnee7j|R76oeD
zxM=*_CaGB1!-~*0bN|{7#&;vzrrt=0CJvjihl0D_?;{dEv}yvzzyHV>p{FqlJ2DJ+
z@i48V8`*V&V;_?RVw)Lt$`&sk<EbuFC#_*+nj;~A;yB6nY!EiwJ2KOc5+^Z*M%ej3
z={|bM)n7K}<#1Xlc_xJYjEjjT?6MN(IH(YXoYp__D$k?<lsvsqOyYD<xC8cQ3jVSM
z{dt*`SGYPWMPVI6w1mF}#$Fe<dgu)7JMqVn%E>VbQhCUWObinsM$2=0;;_M1R|GS{
z0hh^7+4M;dDM913Sr+{>D)k_C3QPX5xR;>>_%oZ5iWIC$Ud74~a${SPqsiGtHK!TC
zjS|fwmj;K*7<nvU>zJd#g(FP(`sE11$LW4ETJBWgSSR)<ys3SV;VKy0Ae=YChbq1q
zRD6<Y<Zw7SY?dq@3N@jSIw*k`?T<qtgoP6fBPfFefvOmBj*ymqc?Wg|pq4CdhB-<Y
zMSe)X#H_=L@wV%vB&;K&6}|RpSe@LMJ#SF&yFzN2*nuk3$M$FdA~FSvR~n^o5;7C+
zI`*BIzY->h6MMlbIPwI+vLq-E(|jf@MD{+oh~Y?~*+G1i1BD{-Z@v0${Tx=b4gI48
zpB#AdB^2ye(JXE}YwCYW>h9$&w5W>wz{$@1N(I}a2$0w%lHwCD))B#=n^aVBh|I1W
zE)bU~cFhEYFViuP8WnR6$sY$r!FQ+6$9={E?^{ZZ_HzGxnox-3vtaJPVy<K7pS`TU
zhfGbUdP>oJ2J13EG41~xnl)|~54=GhnSzqWI4ET6CYngjlpJazK{}w0F-bUlHUYAk
zW<KLlOgi~J6333qhW`NfSk^>+_#QvTW4AE13~bxbmZo8UVS7|5S&ZbPnNK{3yyfUo
zbOOcVY|Nd)HWE=32F=>(-Oj!%s_?E<<`A%QFiQ`6*mc6Fu%HiL$4^!JugBl-`S!&C
zwUi?u!?CPy$#)#vTz^_L2c%!|MY-Nxl{=ssrCU;c2jrH_UMk*>(>?Vj8KH^UfSgls
z&(hY`77$aUZ|ZohyRQs4M7>>29#r%79%^UfdBbE_JXSXt<t5)SvNYWI6v%nJCw_92
zt;D+l_UrEVnk7iF0(kQYQZ1@%*MB%PrhKDBU$|sBACJ@P{tz+cGr;_W7NLZUX6i}{
zKaWuA?tND{TipOrT~<1TJ!^|BaV_79$X&C`7-x?ws7aK9U>H!70I@vBO+0kZ#0nrC
z+vB@S&kfa0&m`77i+Gn|B#hiNKM|gIN>F&m)XRY(VS++IAGhkx&Vam*UDC<BKmb(+
zEf&AbOX%7AG%MkcHtF6+CHl@f4{aLAbMbxK0SuVhy}1OIKTIy52B(`BaeU#U@0ku&
zWQ#JlXPGLtXS=AR=s|W`0G<lzdb-Q>M?RjaTS_A$xyHJ1Q}p}7E_sjkJ5cD2AD!YA
zH-A49=eaW06-KXj+AE{9!9=~*{w|sH>#nh@t#YU<%oQTaML5=O6}OCY!$!xB15;Fn
zULW`3NU@6Mq}1}!RP>qr{jvE1%RQ-{&d%vx-@)oV)3HB%WwoLzK8w%LHR;OL--6FE
z=BA&MxmAWzyO^WL9HQqHU`wH(n$pV_#6=Or8#ZbhJ-b=Oa};7LLn^wiZ#%DDj)$N7
zT$)-*R{xgjqO+gtDkzd(7vo~&Qu1mFEMk|?o4)LTVBz%mB*fXSj6~n!@BE!PMvr18
zza=%`l;P&O<!>Y<IM%_!8^5!3+9j{B8J#tvYH;Q5%9}@knxjc8QeNnE+fMV7k<w24
z_4-46$yd@c^sppOqLUbBaw--;>bi4U-xl(wLoY`&+(LnrizAZuIdeg7+p)l-2$G&x
zsl6-7y+4pZkM?6bB;RmWY}DAw{8rsi_LWH?l4BhrTW=rFv`hkCXx(l@^f6{i`-MXr
z3wa!CwX0p38xl;F%`rR6GD9<04Gzf+F-?IAes*YCLOjhXxmQH0lW<_bE0kpHSa{&M
zABs#M_X_gHfEuL^(vF#Y*7upuFpuV?#8w6pzenUuqMo`2{XeJHLY!<K21#H9%kg^Z
z4{Tqd{5vqZ+=z3o<Ji&6LoN_~LpucN(l!CqiSZTNR3rIfoaF^<f!_+}rm0wXw*dXY
zAeN82qxrsB0~&ck>6jV~b&#NDKRX+?oDKZ|+-tG2_@n4XYJ0P9WnRvYDtSJ(WLL&~
zH(QQD0=1=+)_leHA14heL~*T4#U2=h_D8e_85t^;u9TD&TdodzphC)okblEs<mz@w
z_ZpI38u1$%_%3RMjjeZH9hy<wVX$l(rkb^JA@5sA*3vZuAbWjJ8>s3k8{FAkT8rKV
zSl+A?)k^%%rKWuCOCj`tl(mBRGQM*3%YtYzC<3~Sbj0b#+Nf%4_0e<;y8;y?K(s9P
z<bL0_i(z@Wvz2)4JxQyIu!<-3h&oEH?g~QXgvCQET;02wAxRDwuFb#^-CR38EBw18
z{+_58eG8d%m;K~xUqrdB>@5Oj;6lH}w}M^4r6#wK4c$-*TBFMvvu<mEP^sz`w(&uU
zt;c29cfd<6qox~TZUF(-(Pz1uecl6VzWN6ByrQ1~Rqk~vS+Dm=-F4CRAj??2x_5~;
zu2+&cs*oDeP;^#P1&0D0ku{K11_RD=`vg-p&|PC+zep-h%gvW+yz=e6&$phQG%0f+
z`|OaQx+wW)^3F=dhdw`P*1#uY&)cnx7J*>UV7aFiXjYj4@9>4o)=6fG#6BG#g+Cc?
zH+o&@j#)5fzpZ+iB9ntm4YNvMAZT$NR<Wj0Xq&i=1)}TH)8|oZ*RjG`wqEug1rCQZ
zY{gx(Iiudn?vz@*k8Ws~vW2uxN*x`V_jeSz*6ezIZ`jHD0cMiK-s;%M!-CVb_Rlwe
z`sIwMsrTIm42i0(l9Ifgk2>5_G3hd2wazv-J;A5X$o1oq=Bwwcp^$PkA%h+%gF4pQ
zk2c6GP|gZ9?%|@Ac{qBV@dDEdM-dRnK|)#qx3W#DN9eb_CBdFKzkljoxASvI+7xPE
z0P?QYb|7K9Y?M?WHP}*GHYKB#y&cP8+>yje6^Yd8#!E-i2v*Di%!V1+a$4q35+{Or
zS=bkn=Dx`Hi{hNhOJ>>wsKV@k!|WxgC7*=Hi*51p5Vdb})XMK4P4lvaLANVIMSp;M
z(h*HijF41Co?5`Fo#(7O0|cu@q&RtWGg-d}E<EZbvN%$mU3aRcySIa%X{GhL-cFAh
zpc%}*JX&T~$Xd+egu3}Wes1T(3kPyH&4f&?J6<O=rGBqcx-h0N#k2ob`!f7zu|uwZ
zriT)7lB?>m>>JZJVMjndt}pqq`KvAgU($X{*o7k>5aIPc(Fh8;lz6#x0o887uR+~A
zPuhn<0E?hp>Q_`Y&p-D@yvBj+dz*P9^{xqN`G|UV>qWocLIPoNE%P0?RuxK5IczRo
zx`~bL0v6-CX?3?CpV1p=M&{g@F9_Nz8D!e9spyyL8BlL>xjpT&jv61eX2?vIyS!?b
zRe7iGz4pl>>$JG^r<ZT%eddf!L(RvAnNrGNv#exm(GxU5g2`V|1SX_MMnch%*=UYg
zH>%m>aVJxo<r}kCSC_SZYPz{N{J6UMVb!)Zq{e-yaOARx&QLq2Ia7Vx-K4-SN2<m%
z&*qR_=@>nov!k0D?0e5hZ@E7Si<kqqFx!+HQ|`j~0^cj+nHiPSUm_1b&yl#PJ0AN*
zq(^f|s;@U%#eyj@r>$FgPV%;X7b>pf`00#m*l*s(JSbC=&(4ZMr*5E3Gb~FjX`Q*f
zw^?qSWZD?Hp{?Uj#eUpns;TTl-roD2?=PPw=Di@z<PjTiI)}$DHzr-|s{6{lf?QR+
zdA^G)Y}2asP##U^rJUgTJUmCqPBiW0#oEn$p0~0?0}ic$61{hg=Bs`Mb4c_hi`XWW
z?aq^2Wl*Y{{CdMq9QC4&>dh5w96m%$Q4##(>eoD9@G1j{P=>zI&bCL*Ug@0OG@&)R
z+ZB4jbd9|01!=!<<jWr&TBphSg{@i|tMGwTNoN>O2}<Y8bWtH1ge%P4l4nHLe~kBn
zEAs>)XYQn=cKNs-R6$@$k{Nx1V_l~AM!h3rKYw$kN10F<8Mq2yt3szYk(%Nt|5jYy
zUFb!JuZZWqUA3kS1n}%Zr}dRZ5mHM&YAgRcyptrQ%F6z4d5nFzKbz>13|=N{9wa50
zo=gBGCC85u=ebha*|TakzASW|YkAT2_A!z*a_~JNvg9?A)hPlybE?pFH6n%zIU^-b
zXD|*<APEo?K-Cx^n^YM*V~hl>Z;07w+BH37MZgOyU2yV@VZT?4Tg+0pfyz`^W$8L)
z-b}a;vQ^UzpC+kp@XUn%8r?tRIRiS`HsJ=tHu}YP{v@3sv?eGv+0#96LdMbq#@0JB
z(Mto@L@5Y`%a2w8hfTrME_p^{=&e1FDNs0Gti9$V`@K*{&#&Lf*<aroQb`A)V+2zF
z#9T*&e^m$r2!i7q;j<DX5#ruGLz;m3Fw>GPE};`=@rplbwSGcLKZG|c>q;#sft>BE
zDqo^QP$23zuAS{8ku#^3!JyBE^(;YeWq@mmQm_RTuc_HrE9SbRZO4=Z)T&U<p@t;=
zqE@*ohqKP7Z2AYG!YS5JDvu3sn3!KB*?FXuZ4}r4z0;a=_T`IRHZ6$e7<{%1lCpsD
ztfRhPLxH@!-SCPIf6Bd66!hS%1vAka%^Gfx&H9KH7f-y3@Q~2R4#p6F#rWDyj^olK
zD2wx{ywr<MTEf;qmMX@SKP&tbh-)q$la@aLl=Cj2ip(nI3@MP&WD{qds{-)15%s}J
znT;gJR8CjQVsF%KpMgY>ApDH>OH|xpf_Sd8t`{eLrYT?;pgDU3q_UTh{>urf4@u@@
z|1lje!H-!LRI1b7GA#VC3IwqFrCW@bo(hJ_hJpkfp8^o>OCJ`(@S_P_&+LGxnI<dU
z5VvM~kA5$^DTBFqYtB?+EwOyFg`Q7%3M!G+@ez8G-_aSzp$5gvz1uG;m4p<D@)@rS
zY8Y{ORk*vTM^<Zd<p7p;pNd57cjJchaJ{9OOw`AY)#DzCX(;jq06$$F&)W~6oE3jD
z3H3hJmePGYaxq|Xqg8je#qAznixA2Xf-L4~Ee*f8Kf!~fnZ?L-`pXm6fl@L$DM~OQ
zU+|>G>lom?SKaMGZc|l4z>z6QZe9`lLkLP_^S2yFBG%a2Fn}T}Rpf+{%<v&p2B*C?
z;>x*a$)sAm3W^e959@9~CIAp^2LnnTl*D(M;yUOV;*U57;PjB3C+mO$p~f<?+K5a2
zQcy)z-z`Yb3T;&KQq7+prxCOyjVCe4>!jtPiOphWNVP~Yg@ip{%i=a8E}o?7pZ?0;
z7-7NY{Iuhs0(UN~SeUv2I0JlQAft|uG=+jz-Gq?)&u(Frz8)@#;WwVz!9&ZlS0Wky
z4lxcY(tTivQ^*gr_C9LiwR6a&Df>lqwV_UDXQyRG3{d^nj$Ghezhwy_js2X)7A_n-
zAicGfm~NK0pQ0oK=_go423d5VQpc^WaUJi(C%+=j;PDN}57`{dXToyvEiU9fBoqp+
zQk`!*kTR1Q8u1{mD~qhmt~B&fX1|~~4rR`hB=foXrVoI~a5<3f@*9wM&{CZO^`pCO
z*OsP0_9*DMuv)dj{@EDhhRKUA#XL;A+LlW**Kq)QS4eXNPwBLfmAizcOAMG=AgcjV
zGGC~+b~_d%1rmvYZQnljwmfM=L3IxYgv1RVoil*nv8~E#EP@!4h+9XOa$xR$csMjm
z-ghc*#3L<_iPGE9CviT1m*pYziJuU>a05k|o9z4);2_aV!ATjn8x*lePXhUa+sNDM
z2_Rl2_W)G4k9{qztq4y5R52q@ebH3AQdfu%VS5~tiaPeop;8uj=}aAl3I`w_{qp6~
zElWcYr#TDp;~|p#FhEI3U09eIK?&Hb?C$KJUsEbr*LDM8y7`G}FC&Bg{(jR`P?IR3
zhx-Q%R$g9^`r-VM<AHPtSyJ}$xtVV&1l46>$M1l85Eqy0Mf-B$okvFwIoruc5MoL|
zk!(v^2w9_kld-#Ncn-S^8^|688@iRrA@cdNmUKRvJm>E+{Ho^WCptmdx0y^KN@g4z
zCWZKF^3<}P<nyKHbm2dc^;{Mc(N0>oJY#<dznugx{(x{4<KYaWr=ak-U3$e6&CYMU
z9+vi27#aM_jS>_j>QdJL6K*x9M%pS8K?Wmn<K+EDH(M|WM$|ZqjU1ZCxWSj}s2}QG
zdk6X_i>Fi3gWAVdF0^aDCN~2R#So*=STUvd+xti~wlf=FbT~5PJTh+qodiK7=3i#K
zI)MiA>Xz@&$SHI1EYX&H#&kFKJoqh)d`jN8_sih7qHzgqA$J?dN?+50E$;v>NZ~76
z$%A6)`878so$?SsBjUFe9f7`YMg;*qIruN1fok+Kcgjj8yL&WF*Mj1Eu`1SPA$V^C
z$b%Ba4J^j$meWgb_jRebFtMMw0@39GwmqEv4=8t9-oSp7Y0{!Vefvft844)S0UPwz
zkwA`Pw=+@h{_O*D)uTY9$K477&nzhgwbrK5gi<m~@r$JK9ARHJ8p>^{n&aHZ{gT{%
zq<nQXvK9MvTFkL{63Ap9eZoKm4>W&RnHofA@<*ejr!DE_vCTCp$B{xL<BDDQfoLG2
z5x&NF(GR?kgZ~Z}Ik5c3vh?gnQEF^h-vCO%8`ul#4+yvT!!9f}?s<ckj6RVd)3pus
z_FkW6YxF@wHLnR8^sRJDP}xV2{66h00w8aD`OaemQKXQC)o@!f_pQ@hmj~YP#Z_GR
z6=nrNUm!fzB5gTJphh>JPLumYsZf9HHhPuZv`u_T+N-*_&No1n{^G@pJAW36##K=e
zZmLUz)&vg|KzNt#<!N^{Ic!fziV(63B{ylUCzJ1CZ7zG?r0falyUdz%eP6<WH-u4W
zwQx&->;fuqsMZxTQn}%C02Ra$a?f#XP5JFOe4dHh#K)HR+OF+J7Hh$L5nZx!O}ds-
zz?bTtc9Udd9UV8tT9l#WIKe129?Q)yxoifJq)|VARIj^!t$VX71(-ZIZ-OdK@CUGk
zbg;W!*8`%F;ciD6Sut`cKb}!}PXZ1Vz^ce19=^Ss1bAI%ufhy6wo$v=>`p*y+|1-D
ziJ`W4;0!B~Mfy9vHp{&9A>S#8RW}>dkL|?l;Wq;AkjdpJKpKf~fI*bl4y$2**BHx!
zPg<Jb=-;8g)|!hIOG{}3qD5L~m=_i1|E?K>vA>BQXX6<iXTn+pf)Lkc*%CbPC0FUk
z(CsY%9hl{!Wk@v}#MW6=wFrJvBx@9N{Ce?5-9*Ssfs-V~lkua;vl&94E;9cK{Ihc{
z9<>6Ic!tT=)i2VYLw+H1*Yj&UYWI_$vxpiUq|!Hu*pm|9k$!3=b(B+p-$u&&G=ykV
zpyIS?z)ygyL2<(HqLn5#>#{<v6uMOWhg?$C>P)QEp^GfvAMtGuC-Vq`X1s(+jt4-O
z8J2=?)(ygvF340WSL18G&&}1YO=k$jdK9nOzmig81x;s3&c6>h3Qqie+^kIq0r9Pn
zrR7W%z|smpJpTFV=^YVH;md#~(P2$H$6~VblN$UI{s%Jl`a5v)3gzm4zZjGAjGn*#
zSs@u;v$6Lr^YzSkGSL^G@>$YPMuQq~m=*y~^Uxfoz~+%O^_MFy@NWJFl4hm_kb(l$
zW`SV*$yETebX(j21to=K+%gi<NEa$$eJ(Uj1lbP6Ped{Rh;ZHJ@>M1=ok)gP=)+cf
z)6`0D0{%G!N-1(@&)Wi`0w>95ZCAyR=82>i0)8lwwlScUe`dG1lp)k+(XO(<@DfrJ
zgQ`7Y^3{D{8RHDx$B!W`WBnDfEgxL~{_Tznu9be;()y^wjWJs#2AVkoL9uHT&^*Aw
zjVm^B$439s`s}2E>lRt)ajWc*ekvwRpKUXDVTlq@^FOl#UiJM_ibZv-()*@~TiXeI
zPjqwe>7?F3)d8ZL&bSJydbgj_S=VBqX)qwTvgxm}LNd<_pgHcmrz8%iitA?bO|^Vw
z9I^0F7tm25-7-WW7|gq88iMaY&SXk+%8xDE-ky&`i71VNr{mPr2U5;il)VcvC{(99
z4~mdj5~LlC2;fT)p5Vx4L&wgTPP;>*%ycnHn++~C`pVN&c@A?I&QO6V>(km-*Mv(0
z{cE|QU+dH_sAF-+a*WA|d2D*}Cc}{6xgA&;z;;Z0me9LL^a!^(71mgbLAckDSZ|q(
zcb5aXU!8ZptPJ?Y{}_<DK;mK4AdP)>G3Xm0*7jv&u^kCw_wl)47OhW#Af9uDMq<BT
zd6Ky2Xt1wAr6xoxRqnH^r+j491EhF*QRM?41D}@<?kjP>lCIhfKVfkPFiBn_ul2HS
zg86{L$|=@mtGPO^^bTa)<RVZDdTX^Yysf04e*Tu$<^@zO73B)kWQ7<~YS>ZzGuPS2
zsOK#o8i#^O3@*RgSbfs<P*G~wTY>5VFk77%g7Fch7>FFp@lLPLh6lX=N;+KvvdQg=
zeAyFBmw%R6e=3r`Y*}%_8k&a_l5g%XAgO_GlfWZCNu}HrVon{6wv4O$rPy!Wa)|HR
zcXzX&ullI1KEpF%2e|_4aZnOvA5|5*&aSC6AF!g1Yhv03v^@rf^{0EaikTT?>!Ri<
zAuU%GL5Q{fyt0l3Y?G^qvPTgcw%z3&^y=r4apu1Ow<eN4G_QK$vi`<Q&Ji29|8iDi
zn_yNzRtclFf5plXm63L#X!}&BP~b1d!p?g=T31KrqDY`3*CFt5M5!8sJ0L=TK0B&v
za6Z|Z!A;cUI?x3obCL<r>FRgSop;~Ke`)dhyPhT*JNg<Q^*%TaT+z?*>zmvc5H7(~
zebNZ#qwjOr`qq!eS~O})i^(3n0JwW~Gz7^D{?EZ4bV258a4mbJ+i44@G@=?UeoehS
zepyHJIo$We;Lq`P=spTW<>o4~17GM#!jygUp?dF}vhzKZbL&9u37xU0Mk$2+LC=_x
z^|=_UMmf+oF3SHZu!uN9+xpp<q<UF0z3Lt0xcVB1`nSc?Hx?xA(`IunKYT0!Q55tk
zEDbTxlMFSa<!V`qlQRQM##M13Ir#=KyxwPdk8j(|F+fim?(ZueB>xwF=&h=A2yO1D
z7Rgt(!QU(J>uHy3zmFc4SBbv~$Z%@+s9OKfR6KvX<y37}AaIkzH;AHBjL_VBA4Gdt
zW@Ni2-w<hrN!j^FjU>*BJ%Pjewzm2}D8B@7y}Oo{B414ULykPl?Ii$!0=%Dswe3m)
z4<G`bQB;H(XNShZog-$3IPc1&fz*`k(R0Fw!Fz<i6?d7p6eX-jj@tkS48$nG<$?%c
z=rai6_hEp3Q|F5aBzsQK_&EYnsQ~=CzGhk8CE>*vv3l`bd*G?9yZqAT>2uiXOdDqC
zwZ}H$2_QgN=ftFGb%L6#B*kLhp~=$)ToQ@5t!bJsH?dY_FX+_X?QqBwOD3%Wp%zrY
zi5i=#JP})zJBa(`@wUHwYue3@ujP6uAUoFa5UL*d9|3zL3a?EfxMp1a?bk7_WZZ()
zsj*%?!<Za_0mTU*Mr9cis_gyKBasCP1Z|~?6ZPPAJ|Mlfy>K}R>;e@O<vBP#zDVw_
zw&Q=SdvZw5E+37GwYoi!3mz${Tm0p|(J&Znu=S@kFF9u2_^eG~U`V1CEsN^CbjOUQ
z9Iz+s2)Q5YAP!U=J;C{T&FD)LDJ;eayY5Zi|GUz{{Cx-ay?|8V-5(i3cYi=qO~|1X
z<>0gdejsW~!_rv#S^@;AeyHE4U<rE}a#!QsAlr&7QqW$8FzCelE(Zi3l!^tts(IiI
z3;AqXSN`p}Fq#bIzSj&&6W3gROo2x^e6qY8LPXq2A;V&_xPiD2#F*}Cq{}CS^R}Kl
z&{H)_G`+i6p4}lb)RLoe+1Gn2rZ6~b^|^uc{LdxEp0yfNVGZftbFpPF^Ni-?nj--j
z0X$Lil}r}U8^G1t&7sV_@#m-3RZ~Np^+oe>-diOqYiAd>^^%f5m_}Hw5H@E%`bmpy
zyuN8;VyOMIE<77Nt5D$U_+f*&L?Hf)buGlZO+ruS69A_I1dZ-$C!LN7lSqW00hC7*
z*MGcbYIjAitpyb?Fi`Pzv}(;pCW0hWz|ar36O>+5bnf2o*>pib^RGJZ*mloTr4=;>
z@gKv06yPdMoIDHe%EeVg_aQ<Ia=fWMAk_7};<>fS**Cm=zZlpqkh$pKfhu`v?kJZl
zs5&*=<J0=3)kBi7Ri*6-R5yNWixYrL|Bg#Qt*222JgHH^LkAS|;JzW0M%Ryi|ERhM
z5m4*7^unS+%}+zG55pIU)yqo$usxA~R{AMvgyda_ixPvBnWck&5=IJ<hs?zb9|tU0
ztS>rKBBK$S51_eWVMX^L1O;L6$76^*Pl!gczHjQn@?CI0LQqAH3;TUdzn@Bp?sf0a
z#koDDV4((w4kA~kX45}~eiBA{*xY!;D0md=+sk=7WhygfW1`<1<jUX?&X1gm5F-T?
zujMz!Av$~tA0mr#;!eUFMfcMLEOOjw7rf;nv-z|$y)rua!!ha+Bgh?|BcRQm!VDA+
ztmXs#Ck-edn#Zpv2uRp-D@%#J@yWM;;Qj_`iIPJ(_VB}SiX(ZD#u?iC6Xs)@AkS=8
z-U1JqwhWk*9vN6mf}UF3mx^P6@=@zcKO}!?MhEq<PWhWY>^KY_cnDHi2a*=nGz!y5
zWuJ`4upk_Vt-*znU4`|_Ww>qKi8}#<oK=r-c8ITHd*I4R&dvTbWKyc##5c$h&)o$P
zA^;co!qYs+{=A6rM-%#Cyr^9{KuwtssC_+BrCNQ|R$s?pt@m_;8LScq3};MX2&};Y
zVgt4C1oDW10Bxv*E;V4mzsD}`7H%}VwX3$I0kZ)cX@m5?z|y^D${?fggvVhV;IIc!
zh9xcn@#A1;CmlBd`xMry2O_^}1VilTMq0F5J(RYfQPe?3&k`PER6z(@%8iv613T`U
zwSZ7^6?jIV*aKEM1F<SmVcMyN^|f;3xpD)MBm+nq>l#LHU$Pqa)yIRv7iSU|ybofK
z^^fWJpnWik6uJ@V6o2%2DhDVb7MJY&HZ&<2Z`xZ1m%mxx$;h@yONbETO;}%nRj#-j
zg!SH*JTxB(*l2iUvHH&IE}O%vj8$J{@9{?~MG#w${_`Xn`n|J+b&`*%=u}h7C%9<*
zsD|`gpZeWL*}3aNd-~ORS02zPMyT%h9~1So4Vn-Wa>?eIEQO;ecs!_r#B|C7K)a4^
zw5z@8>FGv0w_n&szzNzNvH(6aSh)=dYrN_w?w;0qxC-i2rc)bu%CTQjG>SvK@n@h<
z3+NiLlpjH$j{{Qd?dw0Tqm=LgD>69Oh=M`STbR6YxfKxQw3sVEJ06>kH;#fcCy@TP
zUjNZKd6#ri66ryLn%V%x4RD8k957itGV3eiKXV`wuJVV)V?k_~TEhy;Ga-}%o4i<w
zh5|qHXzV0VZGm#av$inUFiePgN_jZ%E5jw+`O*2Ng2J5!EV+1j8#qwMKQybaEROi_
z#-D~K9)r9+NB0vlN;6VuE{X?KpKi;dOu0558pyv==w%j^?sEyU^@Qy)j#lWs1jAx7
zsPP`2z&FRQ$S{I*8Iv#t+;eU(|BK5TYD?VpgRuOfkvd50BYc>^tV`_0iaeND-mK{0
zTs^_lvij#*!IdYV|LOh5BOe#AK=yz$MP!X%WrFPU3^$Seqw`@Z4t&t7z=lAkZOYo@
zy|@|UQd|KZSb(xfOi4Pdb;c-RmB$>-1}x9pKETf(8>#pefVNV)+W^AbPm@<+a~I<k
z%-GNn>>`789CNg6K=a!A<0&x-6Cgtkpq|-^yhzHqpDBmnHO$x`f*NS5yy19f0L=+C
z4NDw`9O4Vzk<N8cpZoY99V=lSe>$2qSn|S?5J;+43IK02YaOWAPhrm4z$$h?>Ek!b
zx24m0c>FSLSmGFXOM2W3LLXA5&K@+T3Nq>rf{+Vvptb7tzjD`{q}Zm$B#g}t1qO}9
zoOB~I{|ElOA$SFy{dK8hm6=QY24X~Q7xM6<gTCOoIMyfNZ9}dY8i*$f&=FR%rw~yO
zr$`WWY2CeRGG17bj4Y<|n)gp!qR)tqZZZD{wp9pjyZ9>14X(i@h@0=dS@H=QO~ubQ
z=8N8B9$D-=sr;<%(f&3gtefqhR`2~jzi(mcWdUTr)BU#T!%^^TZLRV300_$-CvPmU
zm4moY&`;)Ht_Fq5qCi0)!x=nn+H|REs`tUaB<w^rJfw?{(_uU#bpl@d=YkM@s_w$d
zH@n~w5p+5%-2o&ka|aWM;0UOt3KvR*6}*{PA!<{y1usvim8kXZiF$8%Cn}IO^4i%#
zRQ4dSgGC0$gGMopmk?jAs-{%U6zd?_Xgnp+L&v;_T?8npg!`M{#!xW%uXAEWBc(^~
zS}IoGZ&FU~{x|u%&>SOpF6a=F6{&Wi?Tsj_C~8RwXV0()h$KQQ!*p+z1zBMAkUuzD
z2QB^0+Ok!NEl)teh+_3#`Ms+DP|M4qP@m#7Q|0W@<MH@WCSSkL>7t&DuFN!w4<T;`
z(7Oc6CWx>Kh|BI~CG08a6EfaZn1pJeO$d6q2Hs^sMZ&UgEI%fru?Tu*49ki&{K`vu
z)?XGgf<jsR>WaJ&zQVv54_<<?uQ!EF6$Cb@1B{v~kOpaAWJF#c!!+?A>a)C-dW-mV
zE?T@lO>8-hS)4`H8-w^(8NvLXZz;xAEi&o{sJ=iL#be=q3Bz4gL3()k;;3;AF<4(B
zhjOMaYczS(4B5ZlV*orD8NR}uGY4K6I~#Kh<}@=S!*iGz_p4OmkMzccUfBnIkHU{u
z`2eAR_zWOrQT>N19!Qcn`0ES(MFW1z<Lp1wNZgh+Ed!6d{huwBjdV}9-8K5B7ihl7
z%&$Pl3YUy4z0w46VnKnZhVr?FsSMMV4K}Q(0eF(_@#HFSLjG3!%6)E3US|<Rx5b`K
zdHs=tQXdnjx{F4)_jX@c=^Ct*6p|(C*mX%>(Cq8jQGniFA?Hs%j`_%f$g1!J<g>0$
zkhBQQx2}9#HwS+TK$H!W_l4Li_O)*bR|xh*DhQPms%yQCuZWa>K7RB-i2qkX4-gTz
zRACk)Fn$sk|1;2($jf?Vxkni@z$eg|TrS52e)a@SHqGxm`5hXc3Q@1)x%GJYMJlMh
zW&d9-H^BqItSOp(Uy?^03jftO(*?qm0LTh=`)L!?b`*5Gd8O+k`p&ZUFRK5L*Xtk-
zzizjuEtZm7mciLSf<6_hsP@?It^d&To01&s5sx%z9>=tSsh-mXd>mBi$Z8UM%wc$=
z97a-DGsi<knquS;>%<m*Q-`3*VEia`V)Y%BTczOr|Ms7%*uRZ$+w6<j9iR!A(vC}^
z{y-DRAJ(GKvi(r(NR;r?QK9t~U<rRS86A(Cxp>6;GjUu<|HzW<(X2vCpAjSO|Io$j
zAWVL=E6Nv($}P*`>>ZObbB{k>O<sFStB8k>st}>@N60F)qjK>@juz=`I!rG-Sh1pF
zHr9++QkgI7H~}Kvf9U8jw1Qd-t<LNVvN#qLipxS>UHxoP@MBl<Rb^<O0_9?+qdWir
zaX9@t)Az!i&&y9Dd@x~gv7p9%mbVY24$-rTqR^<f357JF#PP>oWW1HwAO8X$c=4W2
zYaWm+!vC+9fR%UiY!P_5Fs+gkx*vhATjM>f(+3cK&4Sg>n}dOPDYQacOTnP1By}Ia
zUtaxREkPnf`N#$can%f9bpnu_XOF{A2!N#<t(C5xg_oW-IRP|p%#Y?~WIp{zpDD6+
z-ZR~OFHf-C0kvD}E4%Ya4yn0z;HglJzD9_d-AW#i?GCfOok5M=XVbH1Ot!U$TtTUM
zZ>ugqRco)E<5T{qc?w9+3vro`_6-_{@8NELC@St96zhq|%3_?Qiv92*9sEU$=-D{f
zq8^|S%uI&`l}7>Nnm;phUA}kEm#TvCA8tNv1+PB8+JtHD;IC>tSV;iyF$3L*Ty}E0
zvd@6q6Kzm-zxc4y`fKZtWQCO*aKr;{8!|-<bd?q3SYN3aWrQ>L|3AXsIxgxadK;E?
zR~Jx81w>(`K?wx}$yHiX5RgVeL6DHH1r`KEKtcs1S4Fy{I}Ac3q#Km(2I+Uc%X<Hw
z&;5Ju_xTU~&Q6>;bLPx-t~1kSMwCWOH!E??=A{8|7w=POBbSDINId0p0;umzRCs$z
zjt0GaW9<!4Zrjf?$R~8awueUHZ<W~5v!RjD^q;{>-%hMjaU`eU-+-x8t-j~+tIZM-
zyRMmTgm>lwk?<TBJipxm$)diq?wIcTJUWdgEG7)nq>?u~3^8}B@xr8}KpL*#Bd&lF
zo&?5y_awzt4PKP+C2%v9k1Ys4vG;P~Jr3!AGU#^zaDmwo={hMhPECqbX#i<fD7B0t
zhI8|;@m@I-?B@52&{32K0}FgDfr+2>WwLvLfU}PWe(y)AF;7|3{J%<?g3SAyxC0SW
zKjRd<y#xJJU&J44rm2ql$w(cpaRu~K+a?1Eb8I5DM~LF@CkT6v4zrVk4spQl<0Zd?
zdmi_IsFwH!c-8}@cKCF}rB(%>f)EYPN^|&1&Cl`~?G$XLcD)#V44mIrtZPp2J3Bi|
za!9A!_@!Ba4%0oVG{bwlJ*7}COAD@=0eA);AoUb=8(f@yH&+9{HBKUYIz{j|4d^0%
zL`h_cTNE<6=z^2LIH}BKUygX-ZT#O$4vAY#Fu8C+C7Eq_8x`*w=<)uqH2yLKWtyk1
zXcxEa9-wTfG=RJDqk5(Q>*9Z13V_o?h0mrGY79O2s+#CM`fPsC+08H!u$_^c|GI?$
zaAANdcdIxCQAlE7K2)pVg5HL?{73G7|LfX=>2vZ)JC7Ic7Spb1aH0g+dCT7k=d^<B
zSri@R@M_Qb_i6)BX%Y#p$`h*e4OFRvGRFEnxTOkllzI=QY4H|>VR?g_$?(me#{HB5
z*&b8lfPPnsk!>Ei)O(Sjd3H1+_-iju0d3wdaI!cS!qd)<5@zo@$y16sp*(cu|5<V*
zKKD{_>zqk9u@n9zRa1dp<T`4ej%ck*)j9Oh;56$)m`}$lAcjuXxkAARXT0ix%MY^c
z@OOtrQ}7w>J8YTPg&3*>7m~YNQdCr^1>97^b<{q%1EDnI0v^3N0S9w`T>QN4hafOd
zEkD3Dqddi}$Gr~ab43YiVyAtBFeqTfPPhq-%F@gLZ|^OjfeIA2TJ2B%@2(ONt$l1o
zhn^UmW&$#OwKm-tb3wXCOi+W6i$965do7HIM}9!25mYKA#|u>&2VBU8Umbu{<%2oO
zw&xA|@D=3$ALdkw9u{S!QXvk=P+3L&7M26O`#Xh0R?Y)Ci4r3nDOovh6aWS3r1YIy
zqHh6A&yV+$guEBNT=bR}Mtoo18;yK+l@=+5gnuUg9CwW9mOPTKXTWBtaIp*%VBe}%
z?xeZUs=H@vr?Oy!naj_p(u{I%y#Ysl1s787{9dP(Q|0v|hR4MnKK*5I(RO(A8!2p)
zm6`|!&J_+EPYs#S-slV1KOcEjLZ7a$t4E`28ePYE&pFp@M=?(!<`p?$aFDt&tu|62
z?G2%1;fh8Di|>hMQ(3UyYimZKWvRYDc3)Pq7#rQ9KtYx`U}usQ`VF`fY3IEo&1p3`
zR?vK+SD8@?8P9IR77tl(lo}jK{``uX`h?Iq7<~0CzGT$W#c)?&*!`&~X4NNg=2sHM
zw`X%PfwG|0Xc*O5p;jtTeKPt-8BKmpwEqs50&4V%f$f+SRpW(?jJe}ZEYO&kNR{pm
zimBp%gYW5s^RpSCryA?*`PQ-WlcF7wC+6jk#uS}e;+k-b2!yDadMcxbWcWMp+=mgF
z&Aekb5Ts~nG~*@h4aawslkd*MH8D{81Cp<q?%}&H8dGy3;4qa=Ax5WR>1);T<xIwM
z_|YfVNWW=bg9gV*p1&xwc$w`()on_o=$#(%a##Jhx1>v_2g1#v?`(Y5I%_QW9!p<#
z3vr;P({O%>d={TEWnh0;a%JtDBzY0@Pb4{tT-kUqZ&Cq23(vLI&(CmNOJ00IffP2V
z-dp=NmUpFW;-_~dQU*Wdu}DExO8hJUF;(X@M3-F#H@)ib*Gsk1MLnGP&JNpTg2eQI
zBv`LoOac4`!Y>T>s+de>vuUxp_8XrZW9z;TZjAEZcc%!!3#YDIpp_idS%ofm-y<)#
zBEE6YAKg16vbO48pC`8ZwJx{v`OzeqG{u-fJ=Q=y`evDw6CDjr(!7KC{J3S^@63@B
z)+fC0@j6n|`+bs*pd%~4ooSTS<tBiRWP9ze<k#;!8L476roqdz>i;Ndw9d3ei!TYJ
zv?aMYfA4+N0>Ajb>jY}Azj%Iz=Vg-NcPgZ)K}w6!jY#w2<E^I#g7A{(<tr+2^#?<v
zfd7sv|06DI+$j?d)NYnt<(`1nOh~|wGygv&(_lm?mK#k`pKiM|+AGxXJcHJc2FzqG
z78<%*F<Rp+@1tr*`WHsI=-$Ax2OAw9GOJdb=Ds*xIu8UNLrJSSviAzKUPvOKImfi6
zm+@}&At@M9b(Qfqj%=fNFS%YGX=YHVFYLqZI4>}pI0@_tOM@TTbH}MmU9h=S8#QAz
zFDdm()_>(1;3a<oA^S%7kOlk(13TSa7H!aTlEaQ34r}Ss_F7)QDC+c5+TFO>-+RRm
z>g*VdSuw62=wPZUZpDs<8@qE#hQ|;!f2DFFfnDx}resfrgN+d@KX}Ut$V=cdU*30D
zC7>xW@EC4~tL{0(YQ5KiqNb+&Fq9x!Xby;{DI$dwwXLKk_107(s2Iu9=JGBm5^XC&
zG{8*m6seV1EcRmY!=aN5VQ6Ep4<zx>&`>4lF+Uz%SnUk_$s2S{;LdyT<ZPYd$4SF0
z9o8hYM$kfKVdBec!}lN;7D!zt{P@{Nsw^wmeX|+WslAkHp4igm;oKD&NMuYftAQ)Q
zQIMGmyjv>#SX!g&4wzcA8ND--Hc9R6Z&aU!@IuqjPC=`)D8>eU!hv;2*N;=WRT|iF
z3p=Xeu$}JsC3sHAnwY@|ebl)AoEQoeL<4_Nzd!)iPTX}1nuKVLs9=G?g&O`Zbu`dI
znL!3$ab|#Q)N`~5D~}4>%{KVsEOf6<*+77q^+=To?V7lp0rmANND1X{8<z~aqJdOv
z5fSM&Pb26qC_lSS3QznP#f@?4T_a7=rx&a8CY1b*FG+-m;IalK)qYICKdW>~sZ`iS
z7wlZf&#lFe-3RtXru8`J@+qb;V@yz3JL*9;E4kB)gO%N6o8AIPdB=l@lV48Y`$|mG
zD+eu9X;kgbxl12W4n751s6W*4PiKatqPHaSBwTEXh{*xJ18wO{ew-a-6rz2;ao@U4
zMC50Y0u5=mhlk-o=J20GcE)Im>m~RhY2e}q0`5>jH)}Ni)^gT5D!k0OGul7p&$6{Y
z=`&i3fRr=_wlH`zIOZ6LRy>X@MCu@ZQYAIRYRzU8_-!t(u6rJi7QrY%mMA*5n9_tD
zZA^}ReOYg)^z`pZUDz9RFXv8ZKmvbK+5E8MedZv@@_a?ia{^IKOQBZ2YgxKsY)hZj
z$YV#>*6PX`a(*xMep(aUjb{)m!OK(2*!1y6G?*|05*ED<CYEm2@JDbqN~DBhHCUzr
zJ0jEWQ76fGP(Vx6&qb%UyFpt76>*Y&$83ug6ICnKG_+PQ3kPOT`pPP2_lxbdpM_k(
zD;3Rj)ushxRM#zav*==u!B5a2C1j=yi_5;xW}i$XX3&9DDv6iRMdutA1cs1FMs2e#
zxvWC{d~;Nw<jDRT(tte7{!M=0lQdzFPJyJaPcm$191C_mLuZIC(m^QXBPVt=e?4Y^
zA){`!kt*lZQKhDr+U|<?@Djo3h)wS_TPR=q5X;(SitthWxpmQAL9llwD)XO`VNYtK
zXo+BfNYgvtXH~9+yI%?!1SLB^UQWDM`ABLx7f2tCqQMSsA-1W&sRPaPF>_JOQs!I*
zc$dU%hNzx5b9&fzIde1|Kb<@<?!KF+ULC_q!0pmZ9H;tD#w#L&DN{`%hdmE90uKMg
zh%f~~QqhOYp4EfQR81I~M+Q{cd=hpO4jNXC%bm`=yhzHR1<7Zel{`tB^p-bT0p@!4
zlWsouOwoBoU#MlCa@Ep<mx8rlNaR6v^YHVT3uSC*kcT?|;vR;W-NiZSbsBnEM|b~m
zU+kH9DzQvx!W&dj9hjT_aAfDDFatz};4hJ9-=4e!#dhS}Rrc4(a!3fxa<qN6`W8k^
zPOFWoC($x$8KZQKK<B`~y9H#J-8_-cFQ748K)7)?^#iFSp<hm9RK*2Vd^^$g9I7p%
zGI@U+Yj%R{GNd}!&YC9`&AkRsXu_{$8EkxvZ^;T*ScEzLXfI~GTKqEi0VHA#?4UCV
z5Ha6#bh2MYcfrXO2X1UQh(pdc4GW38DB;&&PEA9^+*Kl&6;(sAQ&*Jhz@+y|H@jN>
zm7!*%s7mMC7oobs($E+|eN#wf8wyOj;+?)1D_Qpu!xOW;=A*88hFt<e_d3^LZ5hT#
z1oI_@OFlSDWoxTPfjmXr`H3TasXmiAGa3?>c1^OBH+lfRnx*Y%HeB@9xT25*)WSP#
zZ?PPW*9&K??&Z=^pvG)r?v3fZhn<VBJ@U?_+Pr@OHVGmaGa_&J3X7^YdJD!(Q&s-~
zUS`%AQIiDw@F)s0_|O*hs@wE5lAHsLt2(bPI}Wq{bSa5ht?oS^37CA-OJOQ2QN%<r
zL7>M$=aur<obC^Bwv8%v3j(R?a<sKn)};~`$l?4RW~E#zHe;iGd;yz~oLC1skK)6j
z<NC8{AkX&Hy$k)eu6wcX>+=x(xfa3Uplb@muPd`?FJik%STxNdl#>fPzSLM!$~&bi
z27|93NjmSg`mv&MH?it-n!Qg2U3?u3(t)|*g4Q-tiA!zP|A9WdpObGUqQ_Vs7vJ$E
z)$(j^31}Dcjk5d<Z1D~vFKT;}cCBhUgB7;TbMh^;AsAsJpIr4<z`0;OGSv2d1SOt2
zL2HCM5a?!xYQ76wA+2H{CP!Yzz20CUKW8KWlY)sW-wFX17|P|2e|`+>0WSOViG22b
z%dkld<a1|U{BmSS8yC+|GNW<%=onVkiA)i9w>M}n7-y?%DR8qua|gGJGmzxwTDU*$
z)E?f=!@QMIT;v|_q2)sa6DNLMR!vKTRY$n#j-DqYel0>5obi+hFAR9hS#u9&$OH|M
z3h42yE>ybT=O%XG4O@B<b^~<!1;uogxut?PIv@7!b$r9|$D81xU1Mwmzm7A0BD8R$
z26b&nYGyvC3AbcL?1M>fEDJ~51WP9*YWOUbysdK>C8RC0dIwg|#njtP05!Eg*8@LM
zGvJ2AdEoz%>!bG1N7(t-+5~vR{SoR3+jh_{p8@y3oPQE%Aah$f*WG&Kj?y>RI8|{k
z=`OQD@?2+E8wRg;!tH3LZMe%VlF*Cx=mSpD;JC-o?hJLAbBV@|x$PGA5$P?u%3|Ao
zT014|waCCbK;F1h*ys%-BRJB5oZ~~1fW(V4pADJ#fS1Cr52^+#rf$6anFj_fqG0_u
z3}j4ve=5nb=#$u+Y$=xb2`fPdyjTDSpx;QiQBT%s+9}VOkIk?w1N{>!z<!t_`YSHe
ziDDliBDhI!uyxO8b-L5T?euBvAZKI+X4UH*91eKk-+Ce&jw>ynQ%vK-HfZSLrP>yP
zzV9CLi(K9a7wea%tO}bMaiE*zY3q2_3GHX__r&8>)eVVgL)gzqrwozrmS-BS%VD*+
zIeb|`-G;Cm)|c(r!akr4-&~4%Vjo9r*P?=onn0<7ffcBs%Ee_q!}F-j@81vPAD@5Z
z^Nj!ObN<AQTac<?kfvq%^08<h7$);}lmlm2(}ggzZkR!fY%`?(I0|fLF>NE2ygn{m
zW++01s(PdSvMi33^gAEqMdYBbioV2>%gdoge8OZVX9msRQuBs=dl3d5fBLVe?Wvf0
zgM(W^X~I`J_i>Qx*iG{FZL1rwS;w$9;kxAtbi!B>_z9ih>;+le%W^h0>{CS9+pvDn
zGBlfG=WM~5r!51WPg*Kox#eb5z}{Ajc8`1$4%t{sY}H%^DX{944P`LX*A?5c;0!6N
zD3uOo(>x#jBkQISoP^5Ue&)H@=I2K*f3bihdAGTjkUURN$a|=UGhhV}Cv+UL7c^1L
zH&7X1wZtca4FELl3;Sp-TPFj#=QK}9%d?jxUMLysW6xz@lY%C*3O1%?2YSYrjjp;Z
zKJuf!k|KdcEfHN6Br^#$o`S}R`ZU0AQ<|G$%$+(}n;A_SWpI5ra-1Peo7O}{?aL&9
z1H-hV@?%D6T-rd^2=EZ!migevZHm3Vq+h23mj3v+)bjh-maT6Y@L6)&1WyM1cUhR@
zJn{i02O9N3Q~zE%LWx1D;SMg>(Nq{}I~4sg_GKJ#Cwp5$VdA9xTzNhd)if$>(k|>Q
zw1kwn+TInp2ZDWo&4BlOCs$k1_M?g!WT(g{1Uob<x`_5ZWz$<YPONTJ^ym;$z;SLv
z5l1=w=!Jz8q%V(2dK-`h`lx2VzM@QB3F6b$H?c)of@6>#y24IdGnKKm;n1#@H##T;
zg-<#tqdGL1t)NkZq=P65^LI7Ndt11t*mEk9QYvz|m2KeHKp*u{@m4ZyfLU^?%2XQ3
zO8(1f&Ic?#HGZ87(06k+oK*Z4B{l+nUjJbkgElUy@8OjjB*CKG;$Z70g7p!Pmz->T
zi&lm8WqtomwK%i+SP6Fq`&;`h5zrLCmvekV^?*|TCQdv<_(OOy-_>y-JXU5+sP5@2
z#v06E)1P|0)Rhc>5%=W8n|QRwno%|QhEfYaI}L<ABX%H9H3@l6Cyo1Juto{7g(mY+
z(D$&H=pV|`Mv&PvQ*JcPL}RuLOo9Ckj*m;gYk4NZtsf!42K?=A(%jRH?80VAox0fT
znZhQJnI8aaAdSuixBz-tH(nNdKYoP#h8!>P8OLw9uSlr#Rq5n2;B4`|=LLA$(up7E
z&X5XJF@c|gK?@QmRiA7OtI0(xXP|pWVPA@W9EWit;fcSX-5feHan4_}L-D1dndW59
z4<VJ@gg|<!4ldR;<1{37Q!a8>)t?u!i->Cm8tvKevg#&X%2d6Y2&j5&9%6P_?kjs+
zCA!Zt%j(12L6xNfSPw;6qWHNcMa&LJOS6H>NwxJe{KaPAZQkfCSeCB!2}SVhZW8c1
z9#X|P6K&a}OL|gbbJ5)&EdUmfFn$4vBHk}t5wXZZi)u&SAtNqu>Zf<fhn+(~-2xs!
z-$l748Il6CZQ7Y6m`sbU?`?hK_Qz>N(C61IVSln&D)r&Fb*bwp)lgByS6Ux{1F_*d
zFqP`YCEgBwhWxPm2!Au&Nx0itr07|h%bK_z*N@`ZD#UFA={gydGIlY_B4)cOoff;8
z@;(yIg?;d-3M);OYYRbJ*E1ZYam}!sS`M*9A>t+Iup6B6eZWVJ_s*i^aCf9N5CNmq
zI-v-820`Knw(IvI&{?lEmOT)+W5(;+GtpHU=t(+a0nx?{72I8{><e^Sbe(1*nwd&7
z<uOU8P_wi(*wph4v{;D?Trpt75P`R+kvRsd{9r<~zb&{H$g4K~`g&>-{CBH`c+qWC
zS|1M`Oouc{UnI}}jRze2+AL>qmi#$i8s*Y&8F!`qwc{;&Hi<X3z!7x)*OK9ZpGNln
zX6HxA`24+2S7(*jYP-qL?yaR3U4wI4MtS4!E?aw!_fJ?_m#nSmExE2vmM89gc~Pj%
z>ps64%TW4<j4Z)xVOA#yyo*~auEA3^CuFa^H=X&gKCWz>U$Sh+cSLvjC2#X?xzwX-
zi;)gW=jX2sFWTQzf_;HKP5xwvq`tye5tHYlwj9D&a1)*vT^Vsf%{YuMVyKXJ*s`CV
z>}}=N)u_9YDSNh)dHFO$&ifZFmoTRL9ngaT_EX*w28LBuyDtk>C946z(nTiS6)In^
zT0ZlN-EcdbnRhS9_tB%N8^)gvUObk?kztA0Q<{hiv~Zylk^QV$mCh$5ve6c68WQi|
zb(KTk#7dhMH4YA5O?iyFM;(r?>pe2`T>3rG13_CCMVa;s+DF9Q?l*0^GZ-4}+okOI
zscdA#&7RDjjgtO07#?_{J@HKju$X*5Uqcun6|quTW}YSAPkHf?TiE$WInUTBIqWv8
z9#wZZANGGU+TUPIH?qHCu>Cc;d4TP_r(vt)!H>1BC2P;?Q=7A@ox?lZYeson1*_IZ
zhR)JObi}WV?*%^xUNar{!hw2LsLFUSd?!{c`?fUd!`p7<^e#Q!mpfe>054pgenn43
zku4gsFyK76UDKg4m9zJiILJvfH+7_^Q<>e<5>dv<)=zF;iXNDiYO*Q*r46%+T|)#H
z2fOYTCr0mYYh-5)YZz5_BzebP8zoQQ>fhV(IeU_!dbx{HtTK346!pA`IQX(!-7Ij`
z9g)H1rn(!Z7t<e1GPR|rB`g`+zg3}{(5a+2XnU0{VpTgtmW|;VDOa<c>>BV&4^`W3
z%pBO<uKUP4Vpb;|Q7UGX@n&>^y5Zq!(<?x*ankY)l)b27Xp}~*Byd@5BooX~(yoVL
z`5|4G-bRM1WYzAwjpp-@dUm_5MAONHgntF=4exdZWsq6S4U45k_I*+mCdDSPm6{?2
zIKsa9Sn)NUunEbgr#83!KI4{&_T_(9oqafdoIgEBKW(_za{x2<9>cJDuQ(#X^}x?6
zYGkjWIQh!{h}@5?s>><WyX~WztV5(G3evdR?MzE>SZ2wi&6j5m*JBH5faxf;_`C}C
zC_g#Bcy=lA4u+-Yy&gkWmC47^*!Dkd-8O^j7@esExz-$sShpIzb8D-0Lo8tP_;DkX
z7o0+<OW!k};!2C<cxw&=uX*yw5=)nt9(TIC?=y<2H?-?MyLEQ$PU8n_>AXXaKY>#!
z67GGH7`GO0XTHga#s{~r7-6HS?is<=$s3#tlOtV8oHfpbBh+J`$xKphCu|N40kCT+
zW$KDizO_cU^Q8|rhwNHkbqOt1@FeC8{b<liFGa2!)a%Qmc(MACriQMQf+tPsrBOMY
zF?Wh?E~;eRH1ulwVWL`jA3$MrX>|&PZte#f^oFStuNGc*sq*Tq{Fx9Ew>v1z$dEi9
z3lO6zL(JhrMaHUwmxWE*;)QO_{_H(Ao?yY`>S%iX6!L2HW!ybD%RA)mmPLh<U(Pk5
z2|=@xn?54Bh0-Bv67xalIU7CLAeN5S=AL<9<xb7A+O+xh06-i10O6c%x}aw#=kLEg
zxTa@QIn@XmgYWYbBe74{epc(OmL}@&t}tHNsd-8|48W5NBgOsZ+WdogDYFXGr3A@)
z^P!t@J2CqzUSDeShdp{-mqb=S&oW0z?$~Hwa9S1Y%F%wA=+qHvHl(#res>>zci*;?
z%4LHsW;Wyc;YMnZ&)}A>@45g_2(bgR+FbD2IDqsHDS2AmA{KCr+8D@0r*3z&2saOx
zw^S~z6b5BbZTKte1yu`n^^}0O-qSoCSDV%r|E#vsXxpS7HigD@(XqE=bR~xDCmy=r
z**Jc8<4dPZkK{c}q~pdwqJoW_U?f#*$;6VRt4bWp?%c!nJLYJdHufO-eFid#vu$p#
zM*@eA(YU4MND7a;Wrft-T9_8~bUb$OQ>Q82`E`^VO@iy9AN`Ws-VeVm53~OE*(UJF
zy;<wRSTPr7?TpK>Y_JmqsK)0X7W0a3ItwYqR<D*#STcA`ZU-)Qo_3Zn+}Gdyj!~u0
z?TFz?<gjX`qLs!a&v0D<zKrh`qMj4f&s{q<-n>TF=-f3;O|tH`z1Eee*j#F%xiJ^`
z`A4G5<o0YOm)yaFryFM4UJ0#wV*yJ|No0omwH+fXA6>f`Q#7k@x=*kCl*DRDmS|Sv
z(yHD&v<rs_a6HMQQz3zc{4kBDL^6eaCW-iR4~r7g4!eM;Q}K_Kd^M?@S!MHSr|Dxv
z)weviFY<!#bM`06x^~st1#);Zgcz>v21!;f#${-Q>^)T8h)kT#pLE(?{;{*OAZpiS
z>GP|HrETk(!zHXN+(H-m`2@AO>4Ry3i&$@a&JMMi!JuDC!}gsrUC#Apvp2XFX6dcc
zRZs0sF4=hOQrKtYl+rPn#4_IX64u7}*Z2i7rh4*fJhd9mTYxsbp3wMsTw`kaOd{L|
z$s*kKQ5v{2VSPOE0@zQ^ZTwl3&#!kx%yJa!>0|D7gI$G1rc>^kUXgXR({{{KqLclG
znF;T3#uOR3;zDv~R4ahETnA`)g%`Jkv>4Ia`)d6A5pTM9t!L-5s~a#%$D+ui@8YWa
zrn$gvUu^L;=UFb3oB2<(KE;|&nbmw%FGoP;8tm4mglih!rIYz&4`&%+m}-aX^;hec
znns&6)MJlzO-X7q`fpaw2w|Leln)p9?IUjUuIjfNxWgl2rXnt>5f_+koRw5xdkcWN
za1HVJSiSwiu1oBOI+({MRV`gK<#$J>)W_*JV`JEJ`nL)yL*E)<D0MZ6g9mJ?H119Y
zk_L;8h$(<j;O{1Bw|!#i1er2LBV2Xh>rTx;l=k7tgJnh|`z7YNSD$Aj-pVBo{&}TS
zyuW7Fs{A#-LEvDohW~K(gMx>93%Si!hm<0$l7zbS*=a5stYJ#VrYrIIHL?jh9aPR^
zvDa3n@1K^t&kT2DgkEIW4X@B~u^y~&1fI-@^AFapUD3LW@$7Ttsh)Bga=j7{9$i&r
zeVc=3v~OnxXS)XHPYo4h*qg~OEQ4sKO=Q1SuuvS%k~K2u6?0D3_^xYW!kd9rhY&)~
zZ@XqJOnsjPoLp@vCB;s>z2ieZjcWVcW!12P5cz@TeZx)el{a%$4x6NPlf>Ib#G&O)
zu|y2DqEI8W5qAZ!A4a`CsNwW0=M1oB3%w3n&;5?<WZ`QlaIm@x6Kv+WPkPSWVpT|G
zCl8aX%{Zlr;drV6!>sRq<!?P)tq?uvq2V#tR|Q$|>sNF1ZvmTNI#vDEj(Xa0=dn=*
z`enzxmKmh<JyZzUruP_)M9F3;lKFI(%m$|^<9_jFr;Uj>kM}NWk5QG_!`?lL7lw<F
zIwS-bvI4(+ig;2J_Dbc_X`}-uxrLx(p8=-%U~*JvElP~mLYU(B-u-X=nCeoT1bKK6
zxLAtc@g{)28qS)kIf6U8;AJ$a?$=+8=wcVyf2lP+dY7J)pHtPnyiHTI5#yw>kRh}R
znZ;O{4)-dUa<krkkp^ny4HLL}YC->^>_utRq;wYz_O@|ng;jUbj`?qQhL*{J`#d_U
zZKBm;IXYJ>X;6F?r+3(~WeAdcg8pi+&_njBdy&Xa0ZBjBu*@2x3j+2nni+ZbM!V`c
z6P=s)56A4M*n>DfT|neT??qfuK-E8Fn%aTijv1(n06tWQrYQ*1+_edjoa|(!ziy>$
zI^-yCGO&5EOGsBM5fT3~LFqQ-G~ZT*G&sXVoD2W7&IQ8Wl+ZHBu~&Bo*m}k8Wf}<8
zp5fh`T}w>S_t4&;fYbHe7L>!T_xPMr1djt(Hn@^w)y?vre&pn9(0AkpnfeFjt!a{y
zTbuEs&dH^}{qxf$oNznp(banmI>hI1r^#b~l}-@>+w?+T>xAHywuYp3PV6P@FV|@z
zY$gIi+JQ+I+jkVV{E5ktG=J3H8PR$Nwg2(bm){6GePO#r0HGua*671URPW|c%IlAU
z_@G4PFTbx*1K$G@`qrkm0~K%Q7-Io5dcB`nZJEomv8|t9J4ApPAc+!Rt|;Ml?DLG`
zoZWwuT6IiXjl|>?+%Dwv_|m9?T6x1%Sww7F?4z4tJ208DGRe`lDr51-mH4igic`mT
zc1k02$n!LkbaFDx&Evj@TG?Q#bRway_)S8qD>{{Q$BbL8ri}mDZ-m6&P*b8S&x|B{
z`QaxsC>r$J<{8l=_OOjjmhC)5o}My-U4K)FzwA1ax<c$Uw<VTlNpL}XY9xI1ya#Y5
zs9H)UKDw*6_Uo)7NRui&#$|ybjv}I0+ms|>e#A)?gX7(|u(Lth)>XTWueJL=e<Z73
z3G3so5cH3WLVpjEw}#7-j2GtF{cuVus)v84YIv&oy;L6STjjjH6QUPk@E}y|(+cxQ
zd4;^IFPA#1?<31q;LKB(Qqt3PN`FpZS4&4TlPagc{o(17?7JI?%Mk|pdc_OE4>wn%
zmiWKyGlfN=^DJ*afU})#u*~`xwvd!`o}9xF<@bgopon;Hf&I~looX2n8}K|2w)3Zo
z7LsXguEM_A=$+`L#6E~L?Zp<1FVeGtllEtxt3Qzr=XwtZqCW0TnL@;k;m(omGj4(y
z?BZN?B;1Zd-fO5U{63GfTmt+&O{xje3kBoXHB+jkPP>~ILs~bVQuXFOo~xC-C%|?8
zkR>dwrsUP&D}dTIINVo>ak?thfJO>1@y$?nc!TGwN8T0{gzF3`r!*}ZOnqqFsmkY3
z(!j;O%{h(z3~$#DHp%A-9<l{+E1y%TtAEWXjI+A%(3xg<JEAh>w1g}L6bfi*VWI-C
zg0$f~&Qm&P07_2o`e`oP7(09X`y-=Lu4c#e`8saKttr!`c=hFV{sMuhgiHuJ^hOWC
zT0o$T+6CBHea|&!N7c@Q-@EpCL^jz?_7u}L*pe3j#Q;$up0Fkr?p8R$(7EQV&`A7r
z{gp(K*2GuaGD>=IyAl6!!1(~>0A{xwcID$&{Icn?yngE1oJCm?(C<*p;ft>uNph%6
z0E8&q12qC%#t+?VpjnWIIGAW!yKXfcGy1h^BZ2*JF|6<582v>6Gg9h@s)Lw0sQD_Q
zZirD_!8oa=mi<b974tXVpzVdhvl8)7#^YB@tYBA#NHG9(2dD-d(O<MdZ=(tuiTCVi
zi5Jy~E$%9|WdQD`_-Sbqm<&l$(e(*DOa|f<)TQ6(JH282ywyUri4PLI?hhP{R6VJA
zR~m-~mxykWibEjHF>ELNMPK)6Q(LUTR<zrf_|TN=G8rCD^MepmhfD%Z0RbMP>Tdv|
z4#xGISFL^0`pQ1>eBSPBcSapXuSLhcvB<1}k;4$hUHX^|BsFK-ME_4b6py3^NP?`5
z+7PLJ<@~3w?9gHuc9@P^luKg8{zgz5<+lUO9SGnj{Kd%nX<H^NC(X!NtC-X6KQW;a
zyTG?jG^b8r2Wa}ubFc9TxHtMfj9ZMjz@wpl&sxD}X))1U$G~;&Lzla&u4mJ!L=c({
zJQp+tf#u$4QiQB^I71Y-ZOuy5!*z`xZ4dT_{G1~(8o@6CPRBi%bm}dB`W?upAJcaU
zYha5#7x%0NH1@ii&hXn$f8^cYD^qIzs0?sCg{a^Y(5#|yRshK>dBDcBtj#FyzHhI0
zExsLCd(04#85<MlX`rU2Wsx71@%jQFx%<A6QnuJx?lou0xWxc&XZ}PlerFlmb40|Z
z+-=RDe?n9d05~b5=9&#wKfn!(TGs`t|Kz1SEOZ=r30zP2&bGZ*=vWX%xp^MKg^yu3
zkp<f>YVExlp?kW3p!D#^fPGF?b&{UR6%Y~TFnLUmz|Rwshwl&D<y&Jgewtx=j|T#@
z%NLDedW6#e<$<+r)U6YWcmb+_4k~S5_gW>%o<qy(Ycp-eQiF02<s4)`6^9`%^y4@s
zUX{V!x4%P)WX>$pA3l`|Ut9C?{N=;66m^qgS`XLo#u}nA0WkbEdPFpnl%C=baB5l>
zgLup1GT7suDl#XDu!3-VRFfS4QDrLF*FsNAL#TUqqZP01|8BC@>R#2HlReXI0t5E1
zOh*Eby&uC~Cl%&r;aT4CeIx-ujEAZ}s}KJ41&$zQD1Z)brVEMSs{=HHgA-ZxJP4;g
z%=fM)22#5yjWc$gIoV5;()_S2N_p45?+}9mqI$HY=iij|%^H@BXgHN77$Q?F7V}d%
zoC_R43VFn9k939(cD48s#*sO9>gSsCe6LR3{H)lE*^B6$gVC9xXmcqr|M5L9wef|I
zfsM2%o?M+_$@*kM>1LYp!rQm*7>wulVkv9*d1`aji+t+%PJ-B>?`~ms06e|8?yi@W
z;3($D+^Upn+4mv9Kw!dFMCLy^YTXw`WtE%|%Dh}jCnV&uML)AsGBQG2uf+?u1IG%@
z+1L1ym~w@U85+s9EbY&J8z^3CaOhu;-{fsA{}4Q2Mh&;1oOXX&3We98&<iek;a=|<
zSdQrEkNWPy>8z_?nk;}@Ba-V9cno+)E|o6$1qi|Nqs!zv#=qJF*ef|@uHW<6jcMpC
zV-AZ)hg*)|j?5_r*0->+&9=9YrZ`s~8YpMDF`d6XEc}-0Ia}DDTagS$I;Do{zdqFe
z@}TvwGS$x}gf3yW)q1eKU(aR~_;j>}*YGg}(7hp2hw3hizKohg%yh6^LT~SWB}dML
zuVv!gS!H+F0yT%tHa!Kt%IB!I789vwcZ}S=NKsfDeK)wGv*H3bGXQa3)P&y^A-s@*
zk`dK=clz7TFImfPzpQUu*t675aWWd0LV@QcGt_yH)~^`WRA}o0)$V}mkKu}kdakdM
zdMNfEExx#5lNd)Vz}hxP*#VI<Kw(-+bBiUOoDs#yg8k6%{*Uf%1X@iD=`%B_C3-hM
zKPm%OK-K9o@o+LR&-)_>eg=Q~UgcP~VuaKI`GDjy%>T#~KOlkk1?ka`KipNykx0Kh
zxqrJfXX~Q7f~A=cmTFoRHF1`kFor6$*KSS*7nU);@XG!!J^L3xuv&B)eftQk>PnKY
zI`8n2D=476UbbdoL|ie`b^{#vcpY!Ai|`~?KDk3at%~a@OcuwF0L6D3SIu40tPPpS
z52pt9TE{%SOk&x6KS77@=8s=`kJOF>dvo)*mcecy)j7Xwyv!|<3~nkJY~Hn$NDehw
z3ViGwqF|wGhDtltyjHPvmfcnsdnzAa)eMnk@opH>(|~-onJZ>*A+vi7_?5q(3~q0(
z2CZ4Q?i`#@JplB`rY-C5acB})t@cNVH~|c4AqWo4Kb~BU{L(s5g^{yluPZt3)e}yW
z?3!;XgJQ-$rHNuEEHerCHIZXql{UyOcW+{KmRXC3*G!eXFcch`xKXbA5J3popDJ|P
zN&l*P$KJ-Cuhpc1TO~a`Q(Fr&w_w0GW2x%>D2KPntCX~*jYWGaiHpuVujYiN9Cv41
zHuFA`6?<sWN`TB(N8WoYM?x8Z!>l`W0(SOgoC_Daof(#1UKGu6KJ^fz%BqSI#I^*r
zWZ)b220V_mg^iUpSLi@*@1A4*uvpUmm-vd!GX~<<+-gog`3R=U2si&qO6Wtm^>)mk
zdCsj8*QTQCo$0=zw#R@Lp$g;V^?*X_K!AV<(*K;)axX{D;Pn`HhTznalAdm_!F6!0
zAF{K|4j(5Y0xLw`G%7T)4j^XjEus=XQ(G%{4*odb42AbI^ZjhclS+YPpm^mO$}h}W
z!xuY*w8Lq5%AJP*2qrN<2BI0Yh!<Bbo&fw#pfBfXkW~-a8J0hPBNMPrP=Q${dJgNE
zP$qtAzbu7{*W{(bFEh0WG~LuQYuS~_FD(P5{Otj6tcHr1R}@x1M=l)NjaOI?7F<Fb
zqp@Ezu<J)wqY8F>@n@;N#O`;^r;B$sG=5ao8<d%T8+%$dmlM^xH$AIw9VbRijcOYa
zal}UmK_om4O*HkaMd}X#l&Gf4P122aJbpiu(Y%)9au^(x?PaUJ{pU2~(9}x)Ii%YO
zg-CfT+GT*~0PXwk@b^~JAr1~ZKJLE<zvmn}H8v0(0I*+p->I(&@PGG=j7p46{XxW@
z{3fpHY&zZ1Vrff6KO3qD=Q-FJGqV|B7*oDH=J|RBf+qGUld452H`D1CJv@rZTAz%c
zn+EKg+$J3XyhzZ-uhHQFAtMGZQ>pj6S6VfJ?*buRG|N^-6{A1dg}Q$}-n!bV@6xKc
znQ-0OErA7%@<DH9Xeu8494CoI(!2fOfw0k8s<NFA(+BC?dd1EMud=v8NV5%wFg4!X
zfaJT~Bx!V^Lmv<bf-jTX8jv1M8~6v`;<>n)SCX;zyCo*4cE|5jmsQax&QgWuRGV1!
zW{XN^93(A_=SNjq_>53FzRJB02f5|bxw@5rbPWyt86~pBS%`MFRl=dJu31m&trB(0
zj;5ljiP-2LzsrnnkKUW#1h?tFUnoF0A4Y{HbZI;Q&IsUcg>`Ww39{3{bq|T@F28y-
z-0vFgTU`c_T8JNND7Ow+m!2yrJ>q*`?S0w#xNdDQ|JY+CJJ@PX7_htzg5BgdjXQld
zAff<d70zIh0LwMF>!n`kITk5m>TjYog4y0=o;-8y#UbYF;4E{DcBZGB@FOp>^lGMz
zs-j7N_pFs2Z@Iw2*h2|*%8PVR^Ph!TXg%$C@^EoI*6pHA&O+!xv)4{{^iA1y=YSs)
z;GEvWZIoXbrTW6tZhvz2vfUXm&tK5ekYCDXh3;s}ag=rcXNt^Y-FsiAhn~+qv%P=1
zv?+r}e-GUo7x2E)CFik?uuFG&wcW4!DleH0-*(kj9na18yV-`Dy{w81F(O_QTdL*T
zYbpBWOF}di6U%EE&d0jKy#Xl-gufs95u9ZZgT{4>S0;}#ZVylRl2u4OJJ}<#m9o3B
z*Bu>m;_?-Uf9Jq)1tQf$)8<2J>L5>hyKu)*!S>lN?=C%);q3|6zPIwxP*ReAP#|Ej
z;FrS?EO7q7AbF*KzctmfJGFJZSHoud8WqH@;M2lY&9YoOnnOM<<9Wlld48kqi4BuA
zvJIt;Uv-UV^dCUPDf09Sfk%58z;eRA5x={=3iyvpcG8vCGpe>f?l`LQoLL2Gt%EfT
z3f(+vxW*gSm_XuBwF?$8|0u1f{z0t`H|=5r#3NnjZhO}PTo8QAsS3EI5YZODL(j=9
z!P6DVt$HuNya!CH2+GtnC1McFg-SV`lb;pi<9d6t`^j{ihgXhuf5k$Mq~~U86`t{o
zAzjxF(kHBlQ%r4Jbp~60OE+fU->mEU)o-I}pzFN)n+ny&g*}6)S0qRV1ACkxl-z8j
zQy;eEX}%w{6%#ob_E5$foeXoNzI>Ii`&h%(Ma3!{mSzBRcZO}vaA1C8V>|7%mINFL
zjFu&LJHcN7Z+djz{5>XlkJ>_?dF)4(ou>Mi*QbbJ-vD`65Kj*R0|`g8-?($vNR!TE
z9y&GvI%Wsm2PME*Q$V>iQXYA2<bVYlF7<8hjIcexkA_l)9yWdO%4Z2Dy6t-my9zJ6
zA{~R@C-4Dy+p<5iIfvvP4j?|V0oGbFpU4fs8c0Vke`ZA;O>EmM^q5(2?2>0*$}@JW
z3j3)RXRnFRb@i;^^Y?Sn1?L_gX%w=PyKVITSfYeD`=4nQJzHmA=5}yS;07sX<?y43
zKYWMWe0Fr@%iE@%hN3U5sx~g~+&YvszWf9%iY&@$wIC>w18Vgvh579K(>ZbMVfOs<
zM1!8rd+Ul2+u(PnStX>Epin$`S{-eeKQbfgG(R7wshTrfuo`IKlt}4?a$`Z`;$h-v
zIq*C+up{oknHXgtnCHvO2?IH|(CWl7a291JFY<wMIG_ekF_EvCy&Y*WxGJCiA-i(5
zTh4?nhZlUf3;5vSczPfxr%e1+>@AdmKon34Jp6x(5Cuga9b>$K);>MMUXF2@^mct&
zvF9(!82YNn5Lzqh#-^86@nk4K2hlekzi!YmrkddLu;#w!vL30$cMa&^??8^cR}b;_
zp-!Ekna;HgaC^MNdii9lJ;!IOtt`?vZy=HkVBp;4qzb_I9C{98PHWh57eET|#(a|1
zPfJEWEteo35I9t&s<WMe#s?VHw^5xulGj`4&m^4XYJ5W`K2~m0N8;`eZGP|4-$K<w
zyB``GqXL7Nv1$sQI|14~uak1224zuq1^;P~qpg{3SS~g{yM$LhqH82&p{%}Bg3=aH
zBjGR-IHx(D1_U~H9|2q3`0}nhbAXzqk=fH}$X1CAw9@t(9p=MEF#Ui?H{Ul3DUG~;
zXx6|w0B-!6m7$$+{StXnGBKXy1$G>OgX=BXHfnpiV!}>U9}KWwbX$Qih4;kpw8wuN
ztVMigIKflmv@uF2QR=w{j4{J?fLDPg6Kh5VmEm|nK)b|&)8^BhbO|o75P44}j5{ZD
zUlgi>{KdBCHKPyz76d5(H5#>gl3w8SmNil`p}CuIj_)$yX#hHB&FGu|DOTgXyW7wd
zdc(1CbSB<oGcWwAI7G7=gZXM-r@+hg7`QWqNEK<uOR{|Wn%7~YJuDfY6a;A4hAt3S
z89(9Fv>slJbiY6>lPtOw1id7#;h<~?`J2Wy-zV*kdJlDq>N7AlMc|B2#4ol=6LkEj
zE+6Endwu$V$_Gt2oCcZqjSS)1^lR#L^e{kJjKESM(x8MOt9S4dnKnEST?&-^O!BP%
zcZP64f<u>gX>+BuV~qzsaRiMenu~2B7_nR!k@L33BVI<nVluC-Rqt(lQja(6c(+g#
z9#}Y<>{Zez2{C!=E}_R-OL@f6q0pj0a`4Gx?75*n0VUKzjh-{|b9*wBe6xKQz$yOC
za?o7EscDm{N+a<-2W(Sv+aNE%Vm}o<0MK?`V+nl1O=gWZYs&;w3tmmV%lF)?-BwV6
zL%R(--i`PUjlz6i3xj<eKQf?w*6RWB9?hsyj7?oL(JKmQ?2gD&>J$2eT>(ywEcuye
zTgQ!IF9LQ==z`c~<7-f3Kt-xD;s7@fstVjZOeC}ekdO{%Yp~^0@lio403iPn%@#jG
zf9_$u-S-Qdde-9y0MvQim<?YG+rMhr+6hQ>$*vx}Zqv7!j!`9z4um8GHn3{0DK5hF
zW}<6C4nS<U%%r~Mpgq>UE8Y7oesDYRoeaBdf^GN=-U6IE+@#9iZLvDEF*--+QzClA
z@1H)Qp+137{}S(~tO2JAk3>2me!L7eh}X5J|L%6r&LT^C7!SrIs--7)M7vKYNkN${
zom}KaNGO8=nzwa!a@+F5+8K;z;EzBv@CM;&ya0;PUK`zioh8uNz`o5?_B8LOp=zh6
zH3E1g8iMV2iD(nH8zL|vTlqQqU2+e)PV!cpE<GmdAji)M>H3{HeZoqI`ZHwobd4D^
zUNjvkcYG3sPo6{mtH>B{xw8RdDF%d+y>H;<gM?u^MWP7117v#skcl7YGnQ7aHLbz^
zs}`HVio%}3>reX2<`^{or!C#N0>bj}A$``rk|8v|6+ZA$NQ|0`=qaSe%D7OwsUvs`
z4Pe_;%pvcYm_E4&^$BiLsqn9WIS0sM65m0#!I1`e0}a{-DS3vBft4F;Qzw7igoON+
zV*0~i=`(`XbCBECd$r!7*@)={oQB?qTbxApc=0@iyKy^1_8giG{J?fS#@Y?-%SZdW
zh^X*Ie*UY7^$z1s%frga%{NAdjC@4Ubb&ti*rgCo_Ru;^KE&@7)`#meH~zC4U=}o0
zOS3Q*8a2ayK=%M0CgFQLp3)BfVT<+NJ(%*evr?UbLhb)qB)t0GpoZIs<iezPC3Nlp
zn3?z+(Z9Phu#8*#;GCtPI)eenG$MBzNGYx&+_;><K><JNS}>ivQ1mBd-Q(;dv<Dc_
z^DAu{r5%I~70E+xJC}2CH#243u&OoqKU-mJ(eK8%fpE%I;~u<G$wO~VsQf)hoxytR
z9RdY!$M^?Xy9)eg5s&~jEAd5RYKSh^5-(aE+^$^;<PSl1Apl*Ib=W&H)Q0hgC{-{g
z?xXBa2cyLTf}x)!N0w|bg4EFRR@+1y{qz4>4WJHW@17a~aW-%KfeqwD4n>J_6YP=*
zz!>%uw|{mSJc7^w$ocuFrY5@-!od_6D$t=(#w)Ye8V8oVxQwguBd<b7O{g4!s%RV=
z*1P-=ThBXxt#K{8RPsNIoP4R*_Ar9IxkB(ii$DhFTBGXW@~rnh2{hM#U<Q$*crrHl
zM+_Xccwn>p8)3k<4On=jy*ZEte9qhUu(aa{^ath;HM)2xbg~un7diy~->TUGFG(FU
zEM0m$#IpT|zcpa?4n(sB_?vQR#}Oz_o~nr&y=pvHbn#VknMYTdw>Z8tvT(L6$MXau
z0k|q+$1^cI+Y0#x0I>YeB2c9K)uZy!x&YWF2Q-=IDWVIy|HthmUp{3!v?}=Ok?2&q
zCXqWeq`o0YCEYoJBkhIHf;XH`L>K?TD&)s|Hh%xlhVDuxDa9=Cwv>w-hvGL73ao-<
z{88ut3P%yO9+OOP97yU*aH-?|&xRn6p6_wd$e&R9|LpJbyCwbWkBf|UwjBxetRUF9
z9sWv&0z4{8G;H_B^%dJ*npgF;qwb)pYLfg^paU2XAj$__!(VfGOWdmcS;j~|eEtsJ
zq|rndwEdOLR|=%dDHpddr1AE{W0o{0=T(l1OzTfn+&<b`q``Zwr%FI%OEhJ_h}V!j
zR}{aXjBxgE*0=~h19$`W>Zp&UwzJAEqlBYM%_4ql@xZod{)3?jV7=?T6Prsb?faoH
z^nVul;OU5&Dll3(pd%`$f~E<OB(!hj5IlyTa2Uh!%|oY@oQS?sd$XD<LPO?nbmZ`3
z_6FHPM5-_wF;l02MX+g{&*dd_S1NGrD8dEZ<2|Zi95s~k1n@oH?=b?-1|k2vsz!PP
zpMedu0?iB~B0H|AEphcHdAG#G$+w(DX~4b$3IDrH$7D{NIkJn_5_XhE{u`u`k3ebU
zkaPr?$d~!re)%?~3+-xqxt}BSM+X;9nWb?wPas0z&5qsj-1r^nmX_c(QI+!V%z3CH
zaBrXsrAxDCigUvuucVz8VeCrSGvAv3o_CpH_f=t`5~WYy-+_SR`@57-XyhlHE&WLX
zVYfUF?$@Ne2W7sW9$%3Aar)m`>OgS-yT0a24M<^+HAlHKh)e!EJslE`FC?5@Py1Tw
z<2L|^L?nuLTdyMi)e<cfnSC-)Wit5bf?K=hKgH^}EdfY|mr%@Eq&w}syx%KN1J))I
zdCw41+?n~TmGLR=P=`v;y{~Gj6J6&@m_-1&$$vo}a!J2Z&=x1VM&QK^JaE+LedExa
zki)|0E;3;vcf23<6Rw`xZbw+-b!U+-3@(81BV^Ney(r2k!C9`x5U)UhZiQ&(KT;q-
zYQNulTzhzDy7y^w$@(H8L0uSTLW)mN2fYUH3pm9<<iFmh@$MV@glu;Tc%2qMl<f|U
zOMw_JMz+@!zE*c;0l?2E=WiYP6SR8GVg#Utg_V3+J{Nd3LQncdEF5}9K3ykduD`5F
zRi8{G^v42rKNKD{yxf*b#ACE^myiVw$KLt)Lz1w~bizL;oO~(1;eY42{?_~?A+x&-
zA=`BoN|}TtL<ydVWN?|AYGo9y>sj=Y?KQ;biD!Z2^Jpmf92yoJ0jfzistrCrR{pYr
z?+ML&$kEoq-jVsIB>|{NOSRKR>U}6EeZQO>(y&63V6F!T_&f=aS;a}dDP{{|%c18d
z0Xg#AQG&NxMolWyKVyo4WDHTAQt!9u0hsM5X&nRmz!m-XB+p6uOq?<kq;roOFS#wh
zB_wHMV9ZTX(1{CD!rzc&K=j*r+@<)*&;bBP{1<LPngQ5Rc^**KH?(j-QqHDW?np5Y
zz2Gp2xQY^nbq0H<u<5S=*AXxVVy7XKS*lhsNxKHdy>1^u!n-nzne?9q&w=%Ys1`YV
z8U6u67w?bZGl)gtvgde02~%+es0J}~PloJEx9{Ja{f<(`L2ivs36wGp^(c=V>B*8R
zk@>`Bv}bVh-tr%OYGh`OZR6@ukI5SpQS;%W0~%3h$h;ObVm}`xUe_Z06(j$Geuhw2
zyf%L3J1-92xUvl3Xi|ER{0G3^v$WaTe?xGt#6XC5e`f1$_U6_Mghmtc!jY_e`k7E-
zI@BFIYNR6z?F)MlS2@KDt<w9x_+fd&zI^-scPo(tk8t~NbtZZk*RAnBp||_9#cy+(
zUjOK1*zoB=(@~@y<lrD(xM)cP0ozEb79=l=93_L3OB<J*a64)bIewXZ{4U>x@#FQ}
zwD0c$ef`BQ4o#;zY+LIIl=BF6>kAkk4R61R#YSI~RPAB?R0|oQISN`H@4w^QCV}5L
z8+>YY&EAHwT^LLWbK(}{aB?EY^|Bul4%)$#NcVzNPYQnO!w6O~zoUHX6Ew7%$M&JS
z6o4`{Xd5s4)}|tzGd;`NA@U30x?bFffK(BugY~d1{6U!AJFr@^v-SH2b?<l}Ft*m0
z6iOzpLda@L{#|Gwb8z=A-=d$_c6h!M2r$2exU^5{T_8IZf*d!@m>}#7pj)2rg|}vR
zGkDGot(q@4Kx%-q0qeT;uUZZwb|lU!IsDQ)b9iX8?FFdjynXKd(pH2!N=j)gKmssc
zTw^3~NtGW)tHxbF7mdn=T}+|$-?o67l8>#g2&-ighKVB)F<J#qU51j1*jQvsGqlHp
zhrUar%>UMN5j-W%nq9ITKDTs_{wN1}S`#NV^LOtID@W&?^i>$p_R@yX4M1KpX^(__
z5@03<=koUmaykQZjAKe4X{b1)kLsq-Q367C;B0%h=t@9@Iizq+8aKC^C2R+M0BEsP
zRT&9-iR4j}#axFnd7%n@(aUR6XO}aZma>lWi>K9bQa}H8L@gK{b<%e+_M*$)XUU<Z
z^~C{@QF;sn_`Xq_9f$Iwz{H9G?@{tp03dh|v++N?_XQ~P0}_X97ekOr27P})kviu6
zX;&M=oy=$oFh4Xd`uh`n(iPA~Ay}<fWFI)=<qRDLkKTt6Aha3QnkxZBSMb*7DlDGt
z#D3*YYod5@HK_sQNFTsoq&1!(9FrY*+eSXU`=VLC__N07jY9*3N>lT;VZL<`wk!^i
zkVw^H>EYDpzAqr>jb_0<NdJU|>IR*wB!M65Jn9ioJ`u`^0)4GJJ6-tuF+p`eYV2ZP
z4K%S0w{X$w|MZy=rgK4?1(L%Z80NL;-=j7waj*#eA9hen9yv$a8G2Ii7Z?MGhn)*J
zrvS9h_#UoW_b<MI<HP>S$3k`nRG!Q9<S*_x0xCDaSAH9}bZZL4UGdW-MwG$~{v2mg
zGelfxI{Hs=>w<m@ABY!#EGOT)H~!*1AmM7;+;kpa*mPSE+7Q8LK`c>U<r-8t9(FuZ
z_%B-Zk)&YF+_V#4*kVDDhfvrS)XWbRwu1Tg2>pfbd=ULk0@n<IF{9upSw4?Xx&{Yo
zX;hR(h!`=HvKaRJFP^DZgm!-^D|_1;eGc|8O8>(VLkZxbrcaB)K~^b%!|x43ZULks
z-_Myh&NP5bRFF42|G?4#-(%=ly&fub4fNtPxN$l5DBz9Hz!heu19{n;q|`=_P7}cX
zR4LTNSjZsIFJJV<H_FgjfYkdm%u1LOD*TwF;9cE$@CWq&;3ybVPp?CPQma5K3o1j1
zGgMd{_AN2$R2ZHgreP9tL=ypbu%K$CUcLswg?qRv3pPTS2ZTU;S{40ez0nr1tn_Rs
zSq`eZlRK>cjvR<-yyjAK7NknV|0lWm8+4i++Zga`Ik8$@nozPY^x-#>#j!se#5QC|
zzNS4Qa1!ACY-;1Rjesj6FO9Q0+vP%7?BKqXIH#nWP<H0e+31&0hk*t<k-T>HxCRtL
zo!s0^M$qDDB&cLGi5UYFz=%NqAW4SsduV)xFxHES!G6cEbqHNO#na%TD(C|^bpC0S
z1AkG2JD7cDpfr5&zaa7UY5)gV;~?4oy7nCtf@2#)X}-Mt!4d{1AvaHVnu#J5E(L*R
z4k^$CCpNN2^~>MFXU%891sXtKXv~Y8X5x<uqr!F{-#&m`ZM7RmV*@6e^s6KcGz~}(
z=W}$yS~-&DDPmJhas)`(3P;>kIT{3basw7lcB_mTx|_ivJrV?cj!J`PbQv;|lmXyG
z)J0hOsIX*o!B`lO6}VxdIi2<L-zr$ch8k~whJ0JKOMkl%Nc!~#^$ZYB1)P#spTMYt
z;vTN?Ii?`!G6W+bXb*JpMp>&2h=YX%p?NeF6Y$anlW`jr#T*G1LaHWOoZt{5P1)7v
zX5_)W1MM^o*%k@}oCd|m5_WJ?(I0Z6aHsx`7u?Y>6U+i4l!2tC1|{Hzh9iNc!YL)K
z6+m=;6n2{tKRH0qr?8{-EMWVQ*TMy-KcxQKg-hTKNds`-01D^*;)tpN^i~x(?FzsS
zP*QW`SkN7jfj||M^2>v)APxQ&ajM<l-}@kLU3?30JD{jO8IkV@h$Uc@MTlS&K#Zgo
zL4Cxr0d`suenL_>5d6Ue<4)7{Cpe~n@FPEditRK+^i*s6J3HLewBvuqbs>6$`TeeI
z;2I447eLz{V}~MyZN=Uq1e6t0y^#P88jvuKL&s)Bej;qXpcCiCf@i>`G!pPmf}sLJ
zzl4=|sm=rRl!8bzh@fF;<0Le*+_iX6MP*F`0=k=n&|WTj>m(Pzjh=(-Mis~(I{F3e
zW%BJO$)YfL83k?mU2($E0mL_M<6=$TfW1hXinj39Uq=R5QzooAyTC;XRGW_Rdzo2R
zLiNW0A60}g8*KP!IQD5zGJ$ymT4y`^-1cq<pdXEqD3yr`{?qU@if@sk3G6W-gneJZ
zjj(Zp$x+1Wl0ESO7mwV=HTk6xAS^U=@cwW{7aRi6%CJ{FvZw#b7w$%xI@8MrbO&5a
zktIif6hXsfG`6F_f&$KR)H`VRKWcfOxYHqwDiUpp*wG98i={*HG+g0HmE-K>`naC1
zzZfZK6a}jdwTDrHtZ$TMTjBpvOTlvQ;|8EW>&5@z=wL$t5w=p53$O(WWZ@2k0TW~_
zjT4_zWoG3o0kt&$Pc8QmCnSdgAya+7C;o_q1pUI7wBQ%D1<0g4N9z#?w2UydAUl7g
zUW|qkGR9}w3C0-cAP3eb^n<@F$h%N$x{c2@heiqrRh0=_1?*}G=(xgU5DY&O0ElEv
z#4Cn82RESH*M9XsZH6PtB>y~C0E??ZQ3-#c1HN5B;@3|_1W8~+$j<+dsH={Pdg=PG
zEU=U;AstJ1r{vPzjdVy#x75<zEvX<KB1pr6G>9}xO9&Fu0#fgCulITXg3o-<%$zwj
zvorHM(-af&H+UmLB*HjkiUkqL@$4OK{|ki()w#d|zf|xtO&S&dYNnI;&-4(dU<J4l
zW(<fs=$lx||8erTZ*VG7IhqBRMWlpC_#4&{b*AxhcHMUU5&4BmKP1`wUF;xaYYw?P
ztHQ=ez>n!sJ^v?3$m5t&-oY!v--O^R>O($1rT;I^A;Hj4)5JTJ6QGF8s?(GIURFhj
z1^NdtF%HxwPz;$H{yTjl_OVc5vlH)65&5t%$E2S8PsjckO}~$w*JD9j&1Q%&_*V-l
z8Bkg~V}~ZhSIrEN$24*O&PIW##@=y)U(rxcP3d_5P6CK|OuxAIthO$mSkY(k-_#|K
z<Om^eXw0IK7!@aYTmBcnkO4*@S&99<Iz<@!yLS5jVl(1f0OnJ#mzsFM(dSt5f6vAd
zqb`6(c-C`{f`?sPRQ`*sk4aT{)feTp(xE43Ye@fV!h^WtCq29KJ3!kPyZ_eVh^w8-
zkQtqpCKSvj$3Aj|_xw8&C?d%q?x3_SjpkP%;=0&>!xO}^aR+2?g#um{ejoh%vj;K9
zeuRfA*k&^^YyM6U`1g+5KUVVzfKfPDHd_rpUOE3yZV1^g0RzOvoYq>QOYbU9{)_ww
z*Mm%6U7H|I^F@|Lx&8~g2suq&3m?u60~j9@ar`Ug$5pGWMAN>DVex`!+24bVe|oe=
zjl%s(HOs`EweokH<sWrL;8z^cuT2b>{EGj(%KWDo@l#=fS{#kSJNx5*7a<;d04rF)
z34(jGhfWs$u3-OZI~<GfHhiR1hTKHs@A2_JW6}oaoF5l?hZ9C@|3mgyeiSf@5WiTu
zxBv4v1ow!$x4-T3DF(Lk<KYh|AzXrOn6@r9o?afdmM<UwbG35B6cXZva6=yd;};eb
z;QRk#zQ4s{Vh}D>TNgVodx($_KcY|@!lmo)W((mm)Ua~2wf2H=>3Cat{Zpd!($WqA
z7&zD<sCl@b@j$o~Z5{0Fy&yb1&v-DoWL%wHJ#^eGtr0}BwmuHlwhA7W{tzxD7cW~6
zH&<s%FI$M0hc^P1cJT7lwDpj2ed*@vV(a1s5r%NdJ2)fA5Pu)(WNocoZEP_mBryMu
z#}E0iz&|u`?qTT28O?gEkiCRiC9P4udpgXu>25Y#UrBnNe%7GuJW&~>G^(4GqN-$D
z$(+HUl3M2c%^Dl+!`hnc=jGhCFP_;uVmpBnJDoS>uZp$<SBn;Q?w<Wxz7g9w@jIpl
zg@!@^k!<Eco8nyx2}RcfLTn2ziyxgHikQCGzAJj>ZnNh4T<G>{rSZ$V9+C4YQR8_Q
zY6fOV6f!axk>=rGTj+vBz;kYuZ`I;qOnLeJd4XN~$5wjj@bgpvC={9lv?7-{-iTg1
z`hw~6gW1nyFKNIPx2p^7MH)9-=nOQJ4OT@NHL;jx=B5sE9s4<_6VSpwkcsLQjs%L3
zE}sA7S|^ORs%sfCzZ&^gBojvtBMB85ye?O)Im0CR%uy0oc%|dz;-_XmDVQ-B31$H@
znYEma^HgVwS)Y*nGm@@`h58m_C=?0Q00GZ!40u23=Erf_7=AVTO-{pPA`C}13<>m=
zpknrA5<&!91-!RiH;12}$Q?FYa)CmT8~{AE4=p3+o+?XOjehHyr5I8a2!TC?<@n5`
zmwtXK2n&8y*_|otjE)S3C_}0aXEz03a`-RI<2A>6gs~$S3IozUR}-Q2PXm#-Y|aQ^
zVh#|2k&pv`b-|lZc$B^eJP*0`G@;P67z8{8Gp}0Lrv0R8Ev}?)9=PN8--{H2K;xk4
zzG>n6w%!VdWM;91yfFyDU%iG_N;rnVaeRzN6|aPdC}2)fp=7YZqavJ-(R0)-50P=R
zS5mm39977hP0WikX+=!!wOS{S-V{-gCaq@c(8rX;?7?26_(jby5C_D971sFReSIHv
z`69olUG}xHz!nZb7GxrkJ7oYtWqKPFt_()TAcY{7EXI7iSRWbcIhYDrT&%WJ_z>Q%
zdDn$)HWL}rJXF}1h6G#&VhrL{-0J5&WNo!vxb^f6X5wOmhZ+N(4wW6hX03U8bVT|#
zi|I{xs1|TE$?}e&s;AP%SLjy6IwLx@Mj8-VDE6}+qs?{6<Ad}&5Dwr6c(*nE#>TSj
zflo}bkAj>|M-RBi`Oy)I^Rc|kSo^6#KPoaEC?i-We$BnsuH&sZZ6Y&$8W8y@@J*3o
zlZ%AuZ)fLP0EbmrDB|@}mnqx4hA-9=189T<EMcL}0EX4HTd2s5gs<mO>@Pzqt&d$`
zjaPtz-yPqYW(N^Bre|hXrxZ0=VR4?70&Qaf6XJ<%pG!rsd(Rn<W01|?{wPWp<e%<%
zH~a)xir0Fue|u=#f0Mw|8g7s`1Xe`6YTVpG&G?nn&5od8KW-Tc#e|&}p)a|SQDxt=
zQxVe)*n-}0!G3R1C9(Ow`*W`y<P<*+g?j@c*D{tGfNu*9_C#!fNXVub{M=g}x;ME_
zXf9ndbL+!nrT{#YX5*ak;KGKbj-3EsDQhqAWE%8a{lVgBMGz^STW?1em4dbleydNt
z)(6>88{#aFbb&!M<U5ep5H*kgi_EpXeFJM7AfOH}rXa68<alsj{ET|R-r53;NI*3w
zki(COPZCdl<i#g)>K+SE3?Vw8c0LKnHgLlbjzUGQ1z}GG`p+KQeY#U?X5~*qMiv4Q
z{^7nQnz<jJ<#d4z<v<YWqT;*ff~njx*7?Zh$SOla{Qz?z-m?~H`L~=@-E6BqBwFNv
zM4TQjp&S-B7MI+q!6QXke%R6%;Ec>W>N6F+sbwB2(5_Um`MaMVWZbT)`>Lt}NT`fr
z7{J%^Za5KdJ4ae#<&vkMP!zz_2Oc4y8f23Ohc$^1irAp}8c}?Mjvmlu)Fs<DWC(#5
zLZ=3DNTlhwbAmpnB7tJ)G&edX|DY?p>iQD@DLEAy`V2PR$|sbdbfWh|FFFtmmMgyf
z!A%A#_hYhtCaXo%FI<D6yBhTqA_h3|(|qc*BhyI&(DRL4kQ5%<zXN&3kPuiA4gy(!
z!A-ytFuz-lPhW3RIK!a1MW2qS^M78b6KVkykO9sZ8HVxxh$rTzoSksLL)P=5S|+#~
z&VUh#8>1atI0ypIfU?&qd5eYnb)n?wQ#VS%Szx=U05Xt_AGNnJC?6NVjv+fCdxJ%j
z5-XQ$B#0y{%D}Cq_+SC97wRgQF<uV@uPa!9^UO(LGX`hXl7!)*d;niN3?~Tombm6O
zBLO!-kQ?3P0R@>kJ?t|>>ocSPDL4i!&(FDT7=!**&48bM3xUjr$qV4<`XEU!U(AAN
zVlFy_7}&=IzUewf>kD1|{+$?T7ly<Jz%#5_$t103V<U#LgCf){O4)ECq;y_Kn&Rh!
z00|(k{x5BuYQE^K+>OYkVThT4Q^TVY#$Dt4EI12eCQ~>O7baZ8v$bI&l$DHEObG0w
z;~pD8>ziDC^{E<j0)Wg3L@WMm%8+7`98XY80PLfgWL=p<>sw!?WcXBxHGzyw1!Sd^
zPw!BJAjh|#*`rlpheO9%TW-)dU%6*Gl1%iosDcutqg5a&Ft+iWa}=8><zl^e5opq&
zqq>a}eYBx)By>R8?>AlBV85bp%3?gAG(#wx^p+~*o7OLkW<g;p;4VR{xiJdOWNg*>
z9a1C&Oa|L4pZs<TVo%1d6%i%_RuIJW9krb@rW`2BRFVV!Kq349x>7-KSeYrgagZB7
zXp(V~9>tU+8~&TNi4xfx0>*@qEPv<n1&k#9R%S-+dk=xWhJTnQ2O-apPyYta!l1{%
zIz=gkF{TCy)+@~Kir`{Z2;fU#iX_ZNfkO2g;UpTMmteQ76b3$b{=DuKK_?Z;2^(##
zP@VGnm{7-3j13H9I<9<!CT-~2vR?fNv%)6qZEb=0Y}($aUNC3_P}#Cp#`aOMqF;Hx
z3xkW5*S#ZgA|_Y$b%T&iAz%uavBR!)CNQ{<qobGfse%^6aqj57lym(hUe!b>Cm0k3
z|GaB80DNLiGiQ+yXB~qdv-+kL2BvCR!aKwn#*BkfH#K+wSX$);nCmwnaX?Oyx=t7b
zE?V?Ppcn%fM#KFCM->L|39EdXg#0)Y!ueWR#v!X}SC-jko=`1rpakO-6#TtQGRN^d
z3Ak8(J&)as3kM+jw$dLZ015#CupG{Db^Y9jT);j9G+Q8kImF}j4Wd!`;t&uJVU*JE
zV37VB!(vBENsuPpBxa&Y47}UW@g8v&0fJgQD?tk*bS*;K?sEY{<kuOSI9LGaSOk2a
zt<X?$7`37RxZe-`>jKs*sZb)=Z+l}aVA48iN0Two@c<)Gr3MBWx@ip>XdnhM<FyiT
zs3gJFmsw;g<%$Oi;p`qbK&e&HL#L=N2s9enjP1oP4yfKG0V+e`g>b`wI}|xHSFD>V
z#L_~OMsts!EQ=O~s*4Svgji@;fClbijIR0|H|+>`5(4%_I#f=F6Oy69Fu@H>$B@tW
zFjj=A{m%Sk28Kvk(B);a!gdr%fV5C}7Sy`x4#jjesI_x^zT>M>7+klB)f8~3X!wXm
zL3wW9sQ99t1Uu_II{+Z#1KSB)Ac`uVh^y$^fwaz`+Zc&5Rf`6-pAA@urFUzb#{=}W
zFFA5D6!C%wI44vP@!4gW+6e;8AYcv*^Ffg^?es{7B9=|yR$OuAeE7FC!R=3+U`;h7
zEGqmWsm|5HD)F!@h=p1)eqp~_Fs6}<sl)*?@*MC_sw)IEUQ@cr5Q7WI0_wk!`AM*A
zXC!fegggMOT0bKB!x!V*Y?TcW0~z9z3>U*7Jk@!&$nQ~rv-ofwZX;FA)?w3^uOaOW
zFh_PW5bc7IK3EhAWr6kXs#5_SS(`D!!Vzn;W-&4lYqXIbcu5M%03+K~V+0CTHepyj
zV)v?KAl|NQ<GDwW239}$+5{w4H_3=tXAmLsy=_iICvz>dWSr5EBY}%=`M!aLO%+SD
zz+}K%0+KHXyP91Z48eK-6iA5wHFjc4#v(!bErcI*#h{t4@c^y7wCfS*mj`Pq7UPno
z6Tn6>Yr`fX>&b9wbsS*r${nIpD3lWRmCs&99e8Y`>fIGK9E{PlJu5l6rxthmT;3Uo
ztOqPqcz#MdshOz*CI;T(8;(}Pia#c=@mkS=m}$WU3GcS#EI!hfL)a0$PR1BKKx;2?
zd%Pcel`ZDVOCyI>#nps0JoZZAf&=U_y`95D^oj>Vu~%{dGO{*e_JxH~1LoQ;aL)tY
z|0$uSvrcCPT$V6=!y9HV8Rdw<0-%CaUo1eu2VG@Q()Y+fUA(WMNm~jQ5v(l`PS6$;
zxL~v%R_qsi&$}TGs-V@xy&Fz}yH*{9wL(&gpu|x)z!4+&>;0HZNO25&Y*!%(n8)0R
z)fWa01{8TZL+pe3Lnu$EfP{EgD2KzTaG;!zlp%OnVVySV4(0Re_Vr#&%VSL(dxb0@
z{?ltzODPC7ve*M`8++qoLkWDHpU@Hq>ipako{+s_mTCzm0-oX<Is|g@qH+tnQl30P
zv@AUQh>9!yi-Kc5^L7*G0t_?Cll)KsaiCeNMQBQwUaIwDU2rRD*Kh{>o0xY$`J)Wc
zXVAi&UH#><5L_KIguXubsxIF;HL)=4R~rXs|43=mdHhP(AI)6~9u0Tg6iwv_rIE1h
zR{?9vt%H}I@S0uO=oLztfQK10NwOmw3gWtlIq1w_p{#&b_J~95je$s-s&+K@AW+l#
zlGGsE!wiBa3<OVJyxn-$fZ+sP8?p#gm<b^H_z=R(mHu3z6M!rSj4H;v#;>Ry<_BQ`
z+JJ+{FComXg@3VCIl5DZNv%`|#ArM)0!Le5#huSxC{HjEf-sDf-%?p;k$d+jVuprr
zR}`u1-DQ!DrwCh0iFw3K|HWv)k<V?eCLpU3`63&r2vjq{9YyMowp`s~O&U$Ipy3>N
z+<#c=BZeDi65aqwktrtolfnbTdFI`Zg^=I6#~=>y=X1g~G=$!wp{D0F)&Nn@y%=JI
zPN6c7*sG_1F`Y*&`ag{A5sUq=O^(MlxBm7wS%~N_AdhwdVf0(z-53cQRR|kGZpa9^
zEswUsAmVbVPLHDpHAzwPGP<$;#Z0~+u)CbU^;(}ijsf;xo1u?maQQnvH-^Xl4*!m!
z7;O_R?7ZkdK5ZZQ-1qo92LDGstN$Ax%Oke-V-}C=(Z^^L$U)OR+FSpsu+m<(8~9^u
z9<Tlp3lAg*jWV(D;vhVM6ZZKLGaIgbG!0sS`58i?N7aAT`{NBl*}Hjv)yw#Z^~n8I
zZ-VTjvYA_w{7?~tKi^z}YMQD2#k?L30i6A}UV|U&8YxhvoYj#m;)21AV+~=O*THMj
z8v>vT8n@V!#9?B%u|SrTF2c&ev9E2uPSAJ;VZ|;y`kwkfX3i7Gj!^Kribd>6!7vfj
zbxj0OmzkD3^CdbdS7$iw*kcUBCvgd6YDCpsK(K`KXvdZav&Kr+u_28>MK%X~PCSyW
zLrVISg;y^HeF{@H5gqnhandz<^q*{~Y}`rLFd>q@`o#s0Sv6flxC5f)S4|>cAiSU}
zu%XSPQ%`;>k3o3I9;mbLAD34xumh6<13_K_-NgQYVb)(dvYkL=Z{Xh90c2C}p>BdV
z1{=@~w3<#hlFvdSx*~e)nFd)bF>aeMY)6yjfE4jH<GM^1!jX47&Is{bA478aKg5oe
zp4hbEP%3~SEO(R8Ly%Vk?*t7vi`N=qjZRwcUn}wn!Pgc8IMXFik{8I$;fjZdHnVsn
zqYW@fTk^jsjT=WD)^}kVfpG+1$jG+9xWlcl&_O4Or)A?jAZ&m?sGoc-ksX<R;xF!&
zPB})}FDjjD4JH8wV$2GUd<ai4Seb8$L&&oVB>P|y$aM-#(NfK{MN9~R7zrESpqgE)
zf8nMPS;QGDxB9;zDB~IYLrC%B(zo&igv_cy^u@$&_^q;;c8IDT80SA0B`3S+5LHnT
z*sNr<{+6;uC+o~(SO>=}^)-hSFD-E*sv;xcae1aj2DiEx)&&H7D`SDQbPsbo%6`zr
zdq79bQpT3KG=n-?A$lJX!49z<QTFN4_MJWrLy8~YZEZrhMaNt_`jix$59a;=ZTH1z
z#|AiJEJq94s1?68zJau#0Lk)gSD=IO8oi14gO?4)NM*r7-5CBTikkb>vO)#We(6;l
z;DxDb3-_skiUlwrMF{rcN>u(OdM;HLiazOvc(~tAo{QyHeFpSSXPg{#dZh0N0Se_q
zBfIRSegM@si9|oWHgxzC`QAeG45NR)pmJ6U<RS<IEw6tGMmzE0UHUX^#sVY05=uEC
zr5|8z28WTWAuTjJaU&0qzqF)Bv>Q)|BQktNcnnc3Q?v0p-cv|)mBc|hh~r-DS2Ux6
zr9Bt0hm;;CNMq47O#$EZNZ&X>At=ekyzPm4j1M2t?!pN>vGf8!@6{NO@fS6)04=Yb
zt+wh?pdlQ8(3L3S^zCUQ1asg)M!OOmpibw8*wl7uz~RX_2?ry%{*pJ6Q`+7WgJ1Hk
z5(;V2pwN#zl3X@=O|Ge{`59EGU8JD2y)}leXt4?c9jartHcjZC!((n)xtf?kgA?pI
zM+^_*Gk2@MM&p%8-E<#ZB#C9C19yyH4bGs$<42t%;Dh)v`Q;jj+Dgi()<FsVdU!GL
zL>@9VF&({cAooNDFptt(MCHsHwgdrQd;>X)HzzO436R7T4fLpU$uHFk$UtpP{0k$)
zCOF9B5Mwn_w%JyY)@KH8scJN7-rCR2yu1d|7GinoY=E(hR*=+ZhEP)3YJ?_UTGnN!
zwqXJ``JEt}GuO(I@!%N~fGf$GM?12;b6sv~8vtPKjlj-&+Yd1phnG|Et^^D^Sa!%f
z4->}A2x4+eOc88PGEJLCg#N&1K5aX}DW?n_uO7eP<IPqpp1oWY0ORK|F3H8%al+!r
zr`#6tg!QIOWavCcfK?CgOdlXLN8k}oX<<){S<#rNnPm9U`yV1?xnm5I*k9tOTmdHm
zM;ZIHvV7Taju8>Tl#^%Qk$rxAY}y(ZEhk-jDFPUFhI~^1*|EaRazzBe9(h((C8;eY
zfYkc8-<s&%8aqwsX!1&c8~9BJ)b!f}blf;E9Y!1s{$PB5#{|<$O{<M?lgDoj=qbDl
zuhHHobFio9$c4WwpK{8>_fv1o1Wzae?v8a5-Vwz3s?g9;CYF}r$Mg~Gdlf)Cb3d0E
zWArA_Yu;kLBnQQIIh2;AHt7QNgx*dyF*MY->T=QK!~$J}-@JT)@VKHAa3toJ;ge(}
z$<Jg%J0C$9Fz)kIOHfMgrSC1NwS|s~TH9};^V~roZ=RAjL0GQBdQv*sC9d{a68D$s
zVM9h(MfQ}fF@Yf|!;E^2Ed{JmrTG^%y>C^!d!c+EFNR4AuG%{x*p2NX#`^@iWBa((
zyYPb-q&p7u?5WV@4tt)@7zZ2-QyL&!GFa3S{}FX*_F_N34xPC_kQS}<&43rvagLZI
zO_~F6lxw;xD5dDqbjBnxa2v1n8Z4sv3b2ng#z#n-D+hVumG%2B9GI-fH#Rq{PX!yB
zf75f$l;ZzEOo1lN2uKAd8~dXHF+1Y^V3O!uhR4h|7I80?ghg9wgb7Qab=$G@%EkbG
z%-|lKSJWqhHGWXDr{3BXkEqwSy~r?fzdvGb9|HkK632N38#85!Z%ybH(Uk)DT+%n0
zWqIP^T_JDUuxTcj*zM?^vjADgg-U}`-dzf?BuRrmfV{+$=6NIGor)hi4<(m2=IWh%
z%^y<h)pAZ($Nh_fFFubp?;CKLH@e*)TvZYbb>Hf?sB<`GBQrl7+&b50SSa5>G>-OY
zgDEUV-&uJ-tnAD^Gk29BnSHsNJM^(uHRoJ+XK-8fJHd;>DHM&84+%64E5kl9txcx&
zQ=aotciwBc99V0Cr@yK(BfnYY70vJ2Sudi;23+b+El;3MvrTQBjI3b=Bq=R^;freO
zD20MP2<hG;1=)gO;R0%nubL;g7!QcdS2ov@j#k0R6Rqo|6~STe>`uJ<VmQH9ACg%3
z6m>r_y?FQz=*_3m;2@p)n8U(fd*=L}B^qQ#0)_k}bK<gZDmPrhQz;GX%6=alX!rJ^
zhDDMR3yYN7b?aTuvdLTjKHALPthe*FTkqJv&lURq67(Xyt&m`%Kb8ZD04G-Lr+gNj
z>z0Ge(lA$luHkeHb~Y0j-<O67SXI%b{C0i$4l^W{(2>vhr$&7A<`KuHMt0qjBbTO~
zt*pK@<U-x_bAEwA>ceXVi^{HXy*st*7o~lrUJRV_n%=;Pk25}Kv4{NW@LTtiCL^{0
zgGnMUbt}0d1{4!hg<PU*ul@W#`xmr-=6@=8-!}+q4mMH+JjfAT3?uI!yjRcxFy-wD
zxZf72_4lkw$iKJxX)dN~qOu;sFlYADK%H>xW!O7O@;&?A_~?827Qgax!THp-ojhBw
zT$x-a;1fqbHAmfOjf#+xmda$Gh4|UrM3oT}C!Ic&qc+u!5Zr2sqrHLsH*x-g_W=cy
z3k3x%aoB_3Wi6iT6*%V?sLU3aAHP4XN8y?VhO8uCY3|Gxoi}rG)y76XsMFOQasHVM
zddiqwUnhmS7gRb^#BHP?7%1Uw^|gBFD$C$uf$!XyVP``t_SP|rC;G;q`r?N@4~+i4
z(eF=%gs)&NzGtvD*O|B^*NB0bc6bPqr%uI<i{}2*(IE=%jku(QqmoL=>}z0J_gVZ&
z(9!~H{(dP|z17K97j#1Hm9QlL#F48BA+!1DO^c*HyjLvF{ZOo%KymM5r1h&cZN9}g
zul@(-=TV^_=?h#w-(3a(WGR(|MOrH|Ge=yK51RV4CPvlOSGa@L)w0pd!X9|q*kqVD
z@yyn{yhlX%Y%GNyNT^VZ?I?c{lY9JN)nHz9LgxsTs(g07y<2y|F6p<m^X<vLps}{8
z4v!?q$0JvZKN^<3iw8&k-(QP8DQmrAaKX)1ULldJczF%}Hvgy0BDZ0i3vhJ&2mQ;t
zU!Sw~bf;Eu&kS3ytA2KNx35yIeUS2-@ucY1y;!hdNnSjsuQpATxXh;Bc`4eCc28jH
z9!u+D+81;D)0WG}&CBx~x_7C}%sfcF%q4qO9$6Js8d|td6XJ5C5lsI;eFG}`@>{e~
zGEn%z(DxJGg3|;$T&Uz;Tyc7YN@IE0b9@+`O$hcYNTqqut<BMM|4Q8!_1R_GT(AB_
z!ls$G1P4}C!dpw)UrY6_UD^uSZor|kbnBzLDD<<tlS>2qk>W{uDt{HN+`weTroBPO
z({MtQ(J+di>c7}h7wa3ZkkXopzhrI%eS6yT>wX36^|>L%RvPY=83E}*&AATSNh0_@
z=Dle*j(%(3rgl%zyGj-6My>%4zL2MaPBlb5+k@CD`t~~hB|9lbCwFlRikvjLErii)
zZJ$451-`wHH-FKI?)v1xoJQJCkmrT}M7lW3a<IYa_ig`InHwE1>-l}}xO(38=!~1Z
zdx!d_yI5bOpufv<dQp(gkuCD@gs^*mlQ5SNhe`j(X!(`}tAsd(|6;!951xS+gar5V
z;)}ZU6|&k<(Y{(`;6*K=E`|H&{hmb<v?sKY6WGM17^8Ml6isFmVjTT#^WhnHkQiM7
zQJW7{SjevvL{%xbN3NDuZvT8r#;az3H_^`!^plI_wq;y{rf+#RbD%!%jZ@BbfJsg#
zMZV9r;%UfLd0=36oSZ(D#qsAxd#r%2{W>2DM&5G$*<Zmq7HnP5Pmelqik1j#`1OWt
z+5KBfY3;I#%2*w2-M?Ua{4DoqW9U4r;0+r^u}ez(&BFWcFd}I542OPwC|G%+Y8P6h
z2??V)G}o4KsqP@C9o|YwoBy>gklpb~;HZM(SFX|lX@4;0_5KHev#P9zx+`FKFp=1O
zN+6t5*7>TMnv1lVrL6<Y@C@6iZNcE27+HxzVe_Q+b4$)f_c#2I<Izop5?5NZnahti
zNqI;1b67WFvVs9V1vjL^Nym40tliLy_`1o4nWPy@Zg|q~U_?g3lQdgwLzNUicv++@
z=l-+gPqb07u9NM()!LoEg&Y}h(tcCsSEo-OQrvP_qK$M9IjA<-Pj5e*JxPwg&|g;g
zfug96Q}>*q?4T;lMx7-)oppye^=(tpzD&dLDJH;)bm3RCn%FuO^?u*o4M0)e%kl*2
z3XJ{3b5{rl2&UzhCDo}%JFhG|8bkR!Kv;H_NT*+V{Y3TZBChVeRho}w#+xri45|~b
zCR5)wsLDXf!hsJ|YD{M)K(tP#7JY58|A)fJIcXvV)4?8+p55scJ+ZbBJx-aZQ?&kP
zbZ=8ifzp5<qE~mcB~s_&?S`+vV?8r1F5rI`S09*HzyIZn0nIO0jUF#NwP~8_xZL3`
zqF=jfn&LJY-<bOOhwqPj_mPu3ZisQ2bgp+y-p+Ip+nLX8KA&|a*PXt(aY3I^vFey?
zFEv?`I&$4O{jBgL8*x0pJDBh;pQ<)J{Ogzaj1%JM7o2?x=C6h|!oGSHLVv77u!v1t
z#@NiMY!o@ptfkh-(J@A^Ese#p1zuu?OHzc_>J9N>Cvs_=Zb2WUiK|w+A3F9&>V<z4
zef@bt;d;>iQ}p3m!?!$<L^_{p(lV~sMc9O-TW3~8yK(a!cOxxX2QS8tuK3E>J>GV=
zjhL933vQpdY%mAiN1XW44s9zvalHj!v6%N-R|y`9IWL}~EQeT$N#u|CRs`>SAluB9
zFtso+N5y)6EyrwQJq48H2v@rX9aLxIi0*C3w_F5%FOVZo_9znJwDAoj*}>T2y3D2;
zJXYxxC_uThWG{VRhNJENvin8v^B&-Iu;HuF6LdStXO!flL4fOOC994Tf46IMxnbp$
zPS(PGJ|#-3%b@F@NX{Oz>t8jik9<uo^VgB^UcPvLO?xvrHfrF8uevsqf8TDDM25<A
z!{m10V9J<sMyd4zuK(blwwTwp`{cV&NPHn!nyMaWrv9zsv+$xE*)9al#~z8oD-ORK
zd3&#?iW90c$i4%|`yoSdI_5Lm?-D5JibAxiF6D=um&qVO!J-S)G<n%k`M$m%I<S{&
zG0FK|=4%>U{-kaymTT1o`xEzSzu-J78%V1_tv(AiljH`UKao;eGc%Y38NYP6C3`;v
zxS#Av(+>?w`&l{Ej00TCs4J~)xh8=wWaE|oA_+1!7^nIIX_t@Y^#xJvl`Jr*>3{yV
zNEv9E7+{z^7lGLq%!qh$IhG5ywbRsI(Oz8U*>WpeuKeXk)%3xfg-A+?EGEpaOrtqt
zNy4-YjKer=L`<zfpY3pOpNyU^ku((z|B-dgQG9ko!mHAyG5z!m<%&_S=o?Lps`~GR
zqbkLv)j(DdGw+j;j8nH4&k27WbYk`V7(K?#CE+`*)m=}jW==GY8$RPB)(oT7R1p>9
z%U1PO0iTZH0J=WeGSjN8+yB|IcG|eaSKMU{m(HiM`MSnU%-FU^FJb>MY&(dfW=B9<
zbb{?@9a%Xs|9f;8sjjFT9H72Cfh>EvY%0XVB-J@t0Iz@Pm!})L_X6nH@qCQ!n)Me$
zC=q@sSn*X!N~qbE2oP4ieB)_rS1#((MR-PwNMk`>|Ist-_suVTvoLzf`ONX7^olPT
zo{>n;fYbNn={<j5bR}yCFFn{(!ZzQxdHgX5%D6E2xx1F)K~~X<Nh-pr9rfDtX@|1@
z)$Diq`?S}-Q7pB7O5GY~qf;9zE3GxA`nc7JA3oL*1$*c9-#AuJ_ErW5><H<Iu~l<a
zJe$%foIh>ppCqqpo6b9$bFH0KdC*lR>}9~a`aU}OT5X0;P(}Ke&^X_s6o;xkDN)bx
zdo3WWiRKEFHq+512gdPC@Veu~Dx_k>%pZ(}PdIu0LFW=<Ae3Nm==QmNKL{?*g_zWy
z7>mD|@F!5mAuc^Tb8)XLoCm47hxB+FXi|T-AvS)eQ~xftG3_u;v#3iGb^DUdIu_mt
zx;2!kuxlc5u4TWv-rW7Y8@=m#W*2kWjyD`gYLNak|Dv6Z)zdgK%-GP?Uky(&B2#{S
zJ+X#zFYBr`eVR3eX_BG^Uz^`$N9^18#3-NyTlMhs*-zb-@4n`#?apab_Qq5+f=VyS
zR!2t9=d$&}#oT>%FKitNVa*1o#{=ZOz$g3$^CjmfZ0-*he@vvcgryrSc_?@QY}f&+
zrp$vqZZ&aOZ+I^PcIEl-Rg4JsMGCeO2Do^92vl<UuLsPWnPOJDH%1p+(#)mOX&KkX
zCeqSSnTA_Fp`__}37K>ThQ=@_!;=DjEh>ahZP%9s$X736|4Q9?A)BUQA*F;9u)Ix(
z$uv?orkc%{CK5PD(0D>qC<e&=bpGdXvTQyjxZd<tHog{*Gmz6cdtq{#j<Q23vixeG
zQ_90OY4`ljhil{*tWFENn7i`+fIonjR@5!1u9Wo)Ser1W&4Bn>uXz^VZcT=xK*`X;
zzu*vYtkbp&R-=VYU6Il6s@KxJ=QKO|UF<z23GNwGY)%@t_?e7&;EyI!I~ylBOLOB%
zS%w7d%xnxpDpdP<^eXqkIWoS}=A8Za@=F^J8TMG9&m504rdytiT&$3PjTdXy#Pv&t
z0J0Jrd_%pYq_G_4Yh|;b0A4A4!xvL)+gdX8xxg31PfUU+QnTT7)0i1X60SCbM}vyt
zQBZA+&X^)AY1c82+(yT9)7_1jLapb$921RIHXix2=&@u;tu;>@RrykcW7fBWII&1K
zh7sEl-p54nR0&||9iz?)6Z3v{%jmg))d;QIIoW)jE^~K#DgI0CoVSycQ_mUjWJq#>
zzvuDy@ZX{>F_&w8`3bndc-9G)V};dbdY_bsiOCPM=%Juiw&69NyFUVqFag`;<2V*;
zGlnwV4zJ#4Qka~;RAq}?{pz11t^zCzN?n|iTn4oBO4)laf$37~n}!CRRujeARG3TJ
z1cm0K4g6M$4BQ;b1fHxan*kUXB4m~9;w3P5&jjEH#V0(*6*37F?Am>a`$zWDKFv0-
z=<@f0QTA49We$plk!|7Az(`cro%Rwu#I`zn4Hx|z(Zvq4=9#=e^X7SPZ4e|AsxO3x
z6TxF;YOds$M3o|{+$<E<rViQ16Hlm=i1&9{*ps+;hN%gr`6+GIQVlzKU_@+FK@Chu
zHh5ap^t5txGf`Hy1sM~#5H0y;x=gcuTxwbT=^k&o#ifmtWWh-Q7pkPSd%w0^J6}!P
z%u2p*=1XJg)du7a2OXA<{L()nDzSQsL)7-!RFTA#6;?wP7g*}>Rn(-`Oc{@|;rnZ_
zff}v<am|p|F?|Vza{C|ln6e079CJ)g)y(B>m#9zJ_`!6B`9B>)?A;MtETXZ?&SVLP
zG7yy_^fW{MrrXb7ZjPVcYsbs65JXt_hK_>HGuJE^6}-;YzDj!g2`e13+XgFGOabK`
z*S=ulC-|I@T^eDY;!&NxoDv-L8wGVTEK`zjzYdKrn(=N;uk3qf8>L{;3;f~O=!4Vj
zU!A-za*b^eX<TQyOZqb%*Q}ATp-GeEVu%HXG3)V}s0Zzd`hAQr`_ivGNqXGQI${47
z_or9U&&w#jWX2@_T6O8|ZB4^)=GxKG?<7>V`1riJQ>H>yApE5d)|0_Z6^jr70W@A(
zNAng(Bba3Opv(K-Ru2sN`E6JEc2a(i%AB4VwP*IWS8@vso{ChzRX-G~B%#P4&L9ue
z#U(+en9Y0}CY|<!l)EHz)UYO>+5EEH!umTc-|j>A`<(V?<)L`91jBoyYjI6{Za=5d
zaj1s6l)LUq;Ll+9O*a}S-oM1?wh13pkoQG=x#Tr9EZ(4rD~m;H*DWi4jPRS68h&N^
zNX-M|I$2+abpAR98|V`Uua+=hloN~m_}WbZeFo!Tm=#qDLDgBV;Cryu5$%AXT8}cg
zHMQU0sX#uVn^ri!Py)n0OJCm*ALm3GO1TG>^85Zk&Zne+jotS8wjS=ROA|;`*~G~J
zg-yj_oDn$hGMnf&oWvu=i_r&UdSlWsjvu6xRLFy9yBl#mMpm?UXiqe`-<SYCcp3W7
zOc$5>VB?v8TP(%LmQnr5{|M;<s<EQAeDm>%V9z5A1at2qZIdzW!jQM|zv@WTynrix
z2UkEkKUVjpO6}#B_2pVXD}fWUOxsK=0~AE2CclZFX8T_7guHRL?hFIozkM|`J$f`2
z_SEg;wwCdAWZk>$54Y|g9RZut_0J~UpzBYkP<tj|B>3f=#A?7zC5B^Dehl(lx(&&&
zvDdwK9mgKIVX+p7e8*4p`OEzsY>XA$f<j7C^{-glG10=lm*OjSNZd|ujyHg0F@j$#
zMO#)vyr!eIDU&V2FxG!AoxXBN{7NRlB8gIhN0$`04Vx;(&!L&cCShj==nQ0C4Hkz@
zi|>lO7v|2>1-y=*_Ri`a1xhy8VtZ<TQEnCs!(d49BK5pH$q4D1q`mJYkgjvA>0qD5
z)kYs{=Rh1<F(gAVO7_cxSv6YOQaSs|Dz!Vz>>E<+3<2S2^v4~;ydL!%;<T0)?3F;G
z4?Vqn7WMez(A_keO9C}sL!%=l0r4;ldN<%g2I{`Y)KDUkp*+_mQw|j&28y*3eaf7f
zm$gNw1;#npXvd>hzRcf*BbA*yOBG=4ATkQld%!o`rT@`SMKlbM8KG~W$!fb09;>Hq
znBEr-AD)*`gJ5AZq{4IAazvAxZ$U8Mk?|L5eVgAHr!EjF?x4Ou2CX^G*L8SuAKpFJ
zFRtXtkOg?=v_O2X0U>j?_ee47_@>F48=wP@fiCpieQLV8EDpc7;6FDXg{w$L3ZZD8
zOD8UQJ+qQ8%!@UD^O^^S*fO_m7_tK8kB_8&kT&7Hh}7v+B2<4W4?r2AYoLv5Ipo(g
z*E4Jm*-(=?P#f#3u!1}X#OnEVsH0z`_65(~#Rw&pJJ-e)@MA2GEqMi0tkI5=bDjL)
zks(A+pi73LQNh)U_a&a{9lHS2+#%oXv?#cfWB~${x)kM@wA@;{y{`E5il4b7r)AyY
z!uS}=C4(F>dny*K6=4e(l$k60Xm7YJC~|?v>6|e2SBkm={^s<4J<Ql73XHI146l?E
zd>4G(6TVKRjYVB4i4@WCC#!WcGC`D50(NHOT&R|CZfy*kjc+`A<t1rh%J+$Xbn}_v
zZ=%BjA^tgo>TyY)17JlW9k10dGXn+pRwj@j!kVYFFNoauM}2r~Lk3bob4>9adWzU;
z3HbD|ld6L7E2=LGQbcTU%g&;zRUxR)SG5fIg1zMhPy%e7)G=$f0qrHXf>;oK1O66f
z7EymHyB=ayHE~13i`5T>GdE(`$YMF7U=v8dnEG|Q9Ir4z`E6R*zy#U?co}fnx;;WP
zQdgWUN??ed2Fx832&gr>QO7;`9GP*)?L<-*!3~FCg2eh4{Q_c$J^fja1jfi%k0qor
zX^uOoOov6{m8DtRG6cd!|0V4IAXrGX5sz6Zdi0zT9b_3QMF=*mQy@N_kRG-YoiXGi
zDTm*HSR&wN^Mf<8w_12*fdv8yKs*q46eggRI|90M2-doOz*nRX#CR<Wfs-hMba8tQ
zgmu6$0b15IjT91rPZWp;udSJBCUp~S!E@1YE4<8|JJnxak8R)sC<AK}vK>L=cv{y>
zbN0jpdb5oxv{0)AFvjuykV*nfFZt9bM&Rs~pVOR?aIE=^tMb?3FgS!MbEr)kltA=7
zBTBlInXEJx1R#;Yfn`6<MYHt8z$VZNm|u(c1xq1WSI}?^ER6V-#X!06%D8G3J5w5P
zV<4eCv)~-AegH{728@$dnR;6mw&#f+_fNTD$)b47kpoxp`HrC{1w$xOl%}i&o74VJ
z8ngbr?Q+An;M3O`Z=Uc<9B9qY&&b?f08IQ61mdm%APbNjkeAl*l?K*HBI@it#0g&o
z2!?~JK>hE37ZPodV^-Wz&C_RLK|*PC@mgb=FPp&T2GB!)$&6RcNB|P)r!Y)oFPeRN
zPGZd)jv9;_VknXf;xbL-KZI(~L!k!7llXrL$NuSs7^~tgxkl*#{4ZhjKZNqo!yaoj
ztK@$PtBoGn89<#4CUwF`NBxH#{uhVh9Q{KGc8F_~DE{qbGVQT4HBIqvj2fkUqJJ86
zqjNe!j2b>#;%StwsJ9*5{}ft`c#iKU&3(d|$b^L&?btJ<gyICK!u%>i5K239$#!ah
zBI$fl=nCkH@J;u1!UJL0k@Tz@(gfXR2lzrK=435$otShdvBm{>OZzquvzLpvl~Z;F
zxGu(9hovPEx!w*oDcI{wol6X@*2&bMX%%^TIb87?DPLhwoOiSwyi6A^>Rlkz*pBB`
zUU$j@^xdm7*a?yKQAOI1WG<4fddB%?VeC~GxW<?f4j7GsSJ@&e)fh)L>ttT^gu)F)
z^{xrSnswfXb%d(x3j+1s3?w2gP<_P|<c%IgaT9iinTw>v{F1N>U+i?IXC{W0f2%B#
zKIRt{(=qslV3NDAvN{;Em(LqrM2J^jQ_dpt58?`i)GOox$)UUrlz&a&$A^yyr|O8Q
z2qLs2qLc;0NgP3{+XrH5O_%suf2Q*-`SJcS%wt}=9fvnTIWf})JJ@gE{cFNf`32>%
zzo%%G*HZWr(r7^z*aASRt;fn(ZLDtuoJaukFLh=lWA+Z=i~a#IMRa}9EgxRE8v+3d
zB@s}a`3Zy~{&6vPk8}`_L<R$Sey#5(Pq^QFOhusNJU9NMm$HIvWIy;InDmXQxD7G-
zK*9t-9@Lbw;Bwk@puMk%8SR-M8$|lo%g2n!H3&`|Xjvr_1rkL6t^HrvV7VQtvE(Q0
zLkeex9E&+^{-o(nOKIn_#d(_nMkA3$hD95aYv7)EN6g+at#YSDK;e*6jHVwi#W-e#
zh_!!z>NIjD1R#eGGr6(2ZaS3QtJBziiL=D9hJisOvLeVPMAF4ag<zfERX}YF^S=M0
zW`wzCK1&?@0TCW^nZ=a{f3l$g<Wtqwofv$iCdCk8R_CJQ6npeAG3LU0z^$K|29M;+
zX9tnJJCV{fBdX<Wf!B>${+8$tfEA-9b%K+n0mH4QtHMv>N<y{h3GBz0d;%&oh;+_z
z{b#PUu~8Ffv!O4vRzJ>2cU8zebbnW~ZZg@Y%Oe4ZBBnUp3oB0bi-26>vtXXAL1qt(
z<8A?!WYT`m^y0jt@1NhoAlM}GtT4Pz)AHy)(XyGHgichE5$yhuIEF!tG&p6AT6yf%
zcf@S5Zt3lha{bIAOgNMZme;9<Adh_$=uY5D#rHVvogx%=ELcFbC;2!}cKVAk#GwqP
zDz2NYzMGM`Bho?*i4{uTm-}aeq}Ts`C_*`_P)MM6ob0#BoX?60M9^Bu5xOop6n9rO
zc<`CGjDOH3!N8_ZMGBtR6UU0}kh{p()1??3x~Rk_H#ezBAbPT&G((B+r)t78CYtf)
z>Rf$8(Skk}`1`aQqV#?rH3G44_&WaZ41RaNQ3LTVeFj)Wl8Mk*CvczpacAR_Z1-B2
zkVJ_QxrP)!_yJ4!jM%-IiUpc9O7kvO29|1rFYFnqyp%&FD*e^9-R#Ku2RC(=!>fLL
zMGF~r&wckSb2$r|1$VU6+O8}p5s5M@?EQG{kkNe)P+ugLFQ%u-`a}lik|Lt3|LWK3
zW_3^WuyXe1*!RxUOW8iSAuk3+<?!;Wz-_Fq!nn(~He!XZZ1SkyN8lS$jI?0*vk_mt
zu3LB|=}J@>&l}NB7Cu4`zq^Ef>^kchX8lmV!J5j?ouvyfYI*-sdcIG^CYJrIyvE2T
zK181$CxIawI&HgrIHcY4RgU-GVg#;m?(LzLY%h)BJjiDo*vY<c>slgko|Rg*R3?n4
zFmMXD*Txuk8zCZ@kAmyIXXu_{B#bwueq6F{;jiDBAOeIobc^ggLvSM$=>>WFzkp&#
zVeZ=1SR%e(^tky8%X<^k<Z_dDCSU0C3<2owk-1w&l}TR#0U@b1=7Fu-k1OdmV0S#x
z5k`W&%(`UQ{%ftTj3n`<T|k0fw=|3dYfHW$*>2kQ?ge){9V+6AxZe?5C-<LL!aC1G
zSlT<2Pe<317t7wHT8OnF*8G<`dd?p4aLcK=g54}_hfN7qGK|4=RSVoRTX>m~scbQ3
zUwnsh1bdlvhC0C$RFqMMhP*o=4`oqE>3R!@>m~2Q^EzUT=rCjkf}F@`?`VEpVPU_R
ztLb?kNc3POZd`O29s_}2VN@ozCXLto6fDl~_YhEWxlNo+4_&?=z!ZDe44;Jx&%A?$
z9^aFmR!Zz?0&^}@*;9cCJ|czRIv&}6PhsQS7wzqXj1`rkx^C~?_hd$4F`P3)-~;_D
ziO8fjII4^?V?!D66&<glMI5<aSESSiGJW?iG~xu7TzIw?@@T@!1O_OO=tZ44{}pei
zi;JM&KsM6D7)3!#>lj@Ie!I(_r2g}bMn}?5)=z(gRE_+3xU=;e*d;kMIT>QPC(ib7
zZ<9s~S7uC^o7=t5O1V|^WnF}Zd1cG=7kHrK$Y-iRY755Xd4jI$S1NZl$=rgLDEUeB
zcwv0YMfHju*>BPj#pq2lPn1oqeJ3q+zX9?0(ezv?2#H|woSA2r4YOcThYu=l+%-0U
zn`%7IEOn1R?Rw*wWSaQ5fs`$p*2|&5kJ&TuBw3vt%9P+7^kpgj@0vCPl(>BU`SOYI
z_Kgxks-Y<8I&O=jxC9W-2G{%N4r@z}wTTlz1uNB?)YY=NCRcR%jLnssc-8=X8$lVZ
z>fVk5@Dym(jkVIaaMw&nD%UT`ajnQZ?r;fZ<y*YduNW9Q=>@yF>m|7K_Lm2%zBJ%`
zu$%Q2QKD2@c}a00*Wri!gFOj~Y478nG*>C=zZJIQO?=$4iL=mQ_(!tY@NQmBnzL_c
z@*ZS!;kC>|0-=WO+`)*N5Ay<h{kly#FwqCKG$8vtg^ctyi*xrR(!wX}Wh-T?SDKIn
zq#r5k1=O>t45mR|2h+v;nv%>Ouel$rAQ!;K08JqZt{~r5<LM0APJ6?Ot_3|s5))n+
z`#o;pNA9Y$&*>{1MQB(RFR~e?Gc##c7?P)IF)W_oJzKbafn(fXXdvgPCq&eZgJ+2*
zVr}DXu*0xIYv9{f^ZFc#=>3$fI*A!4tVZFSn-RuN<=Nr!6oZ}xDy`7+%rX$Mof8e(
zjXRSW_v~=HjMc94%WrlG@4NEAuyJs|jNGUjenP#!F?UEz!J`nACQaD-VYF+xPKw_g
zaHX!NXx(&ayEnQ&^Ikflin@PJ<=8|jSqcR_x!I>MP|G8LWP{ux%B-%Xd-V}uXaO<?
z%E$9Yw{6N&x%ZSF?S@^dTpH1Y*#KsaTTP=6SvIL=-?rBf>M@x%_TWtf0jT#+eLsH6
zg&fS7d-lkixsEk#<B7V5VH?NLWWyV+`b`E^CysbWFGTp5vpiI+d3;HOQz@*~NXNpg
z6`%kErONrbP?1)O;|M}C5N$Sme$?bvL30Q6ta*C<WSKaQxJ&N|w=7~q&y^#rYeY7!
zlw7jVI*hJi{CSx%c`rSlaMjR80PK$K7S!VU{$>a%Z`tvZ_~FaL2*$%gEPQ0X@AX&$
zGWxKGl=n-&dG+)GY<C-c#UM@ccx5%4$QoLljJ&Ms-oat3C}9tb&WeFgXeJlIy}e_$
zqpZ`usNtR~+Pb4h>y4P<h`9HH_{W}-cRTgSz|Lv)_~~9FAth<cXsa`k?WcNHrbV{J
z<jc%XtDomrMVDKaGW3;*jn}E}odHI}skw5=t=c=~_tTk4`o?{=vHm~57tjNgUS^8K
zo4Psl4BhHIkR2QwVs$H|mEg&Xz`VpL`xY-zFK_8TK)(<reDNJC=N+LzOcifWKB-P7
z8Ywv1enhX0?}cTWnsaD7z66hF!*AbUQz*)8Fq^yl>gi6BpSRLI_b4K!t)Ok_&Lc^;
zmsIXIYhxfQCzy(H-R_g&&jlu}l%^Z3jBTUk%8ev>(=T?JY$cmqMA!s^m{OrXxC3eM
zWi^xxeV@5bEuquIeWAJ1V|4Wvc-2x&Pt8`PZ7i(hGi6t$JXg?q(s)f%s0t9>YqKU#
zl<#`}LVRLK<n01k=76sfQ%op62K`#KR!c{ka#+9PE#)4v0lt=?Jzp&G<tP^sZNQM@
z#bLp*1j}2CZ}9_tA2dbRK~1@<Kz;jDS%2TfEqBy`FP&ctOmq{;nw61dBQg}%p`LoH
zR$znJ8+1M-g1G*@Rz*E4$!bvMybz%ziMMmm(~IL@lZOkxCzQEqD`WvhnF5YhAc=26
z3`D(5vx&WITkfS9(a3+0`c-}+?#I{})6_oo)ec~oK+mU>6)%x`<6hE1#-x;xcg-7|
z%ktG@g+U)Kr2BZf;pfWIvnC|jIiChk7UA%rt5}<_syd$u!!PDjozc}}$1@;<rJL@O
zBt@mkPk-IPZBl9B(iNwADw(`96nE)D5VNp9?KpInaxQw{ffX2UeX@m?Q}~+F%t6Is
zr+F)(TvIdF#yhgGp4&BBnmDUHw6uMil<L__#S9fRD`98X$QO$B{a{0+k?i|QFtfA@
z-SMYP<OGX}U!SLoZ!pdiqViuCoTW1hIw(N49Rk76*1A7uX8E|5MtKge7%At{wz319
z_8oUuCv^hMiCiDtMI!2Q?n%RMcj9W>@f0bO_Q%D_o`&q*XWU1CqxxdoFAy2%Ar1Fc
z+y^BKEGQh4!;AS^a$JSPjj?}Ji6r~AR3V2wJR%~(SNU%;>KBAW{N5)dB|NYH`VGXD
z2p_B_CDrNFy>@!{quyED{lo~5<o%niozpFZBu+u4U79hWo4QJd9Joz-rN~ttzCtc5
zvegmqO+^7cAKe#JBNPm7;(wts9ZsDuTrie5?-SD7C|P`rB342Za1U~hmECw^n!Vr}
zq)#gwp{=@p4xtNKt4*!Uxw$@e3eP(vp_+Z-d#`hx&5qNv44-_f&Y+PZw;-X;R_?DU
z{=g~re6ag8@35fcn+yiva!wBOXzD^BxiCBXZr}mgWbfB=`$O}h1J|$Sd>RBS4*G}i
z8Oj;D1^^yj@<`hIHU^#YC<f6Vq3m_A4aBn)lJV(i=%bW30(4;4Ntq)mh)##+wxKGz
zWo%#+wk;@C26Elj+K}IOT$<<+gGR9ZEb1yOGhxXm+&xr(2yr<3vswLGY%NQ3E{SM@
zNxi&9{G@=Drg|i`@j|eG!Z}r?KiR_qjo7v|Qkg?gGIY%++!Lm*5cH~mXti1W&52XA
z!`y!KJ()R8pf4H6S4}z?biQV9{%$Df%N!S5&%l}n24D6i>z9I>%=;&C#6G9t<gZPb
zQvNK;=|@>~b?LfFBR(Upw)%7HBT`qEcbF|GTemTWPT{)3kaE=&{H3NHaje~CjyTqC
zOUNzvPwRLwu*;7@G2?{K!e_yzHsP;p%h@h7R2{K@Fp|!&`hTpw1yo$i)-DQ7<E}vh
zY24j4jk`O91ef4WAV@=k2X_e_oFKs=5Zs;M?jb;M2_9Y(vd`Y<zVqHY|GRfE*66kB
zt5tJWtyyzc)3xT8A_4nd-AF7<sya2XJ?~}6^Rm9HXz7+UW+tC2!Q{#pqp3eT<`BGZ
z-?-ZqVlkg|d0f9ujIG2wZS<|P1{C8l;5B}F{uB7v-8pC8yZLZ9`<?7reg5VJ$9}xr
zwn+#9NxS$AZ>D==C%a1q!sFnKE6wKXZ-4JBD2Q9{5LBh&?dHA}gzYL=bl}@kG<`?k
zUiJ06&N3N6spoaPBkSx?%JPww!sRVO@~>_>SCTuEQ~{>trwXU9=9zcBf}QR@Ci4l7
zB9BPa%%A&vil(!l9pj0LHU~Ee%k4L9H-6DC_es9r3}MUuY~WB;K|jCmvE2~s$os7Z
zqvw~$P!@f_y1Czih$_|T@<O?U@zuv*h4k#nM5;ucB7nT818f6_(8u2!I7~f%wC>!Y
zpUN}ypp{W9x}my{1B=)#zNq*QcdkGh{eCo4mKZ9Sl8RhR(LMM7c(6aRkv?fFc5cY<
zo@}J~<9N0d_F7bGAm8g2xr@8^M7G?oS1SS~;}+w1g4>XPT%GhCqpQwrC-XE|Y^N=*
zijSU`R4=Wng8Z}enXlJT(x2FkS@F1JloumtW%k`#xjh|<<Kdaow&p@+ubNQ}L~;}Y
zZ5ej2@ki;keVdOZG}^xUymiv)n1^1c>#;~%HDvUTP*9;mUTmQO_F6U$ig4MYZMs*h
zsMt>h$g2o4rtE<yCdqL(Vaq%?$O=btbx-J34dYr%INKeIS?;nty%r|x*TlRP{hk+`
zI|ip}R$o3pi?fI`NbpKQuwP6aWWV1T#FBX-L+*Ku?K+`wBqG)>=;S^IP2pHo6J|B#
zc>npw*)aS1b0aD;(Z*rOq<QAm?X9_3I031LfzA}u`mXiC`|XXWg+txM$BdmS`}=%H
z{Y}l;Pc`YIY`6GApxutmZvz?4ty4+|sEVcO23n>0yVC}OTxvUl6c)JSf2BFMh!wwn
zm$8OFbHlK|FxK<LWs8ZcVA*3r5VMTh9Jber-$rR3^}5&Wsv>L5%Ekk#Drb$FyybFk
zB%N7Cg;mtqNc)Lt^6;}V<+i4iQ+Hg5BGc7$=?x3w<wwj{mN+@{iFWp1&s1w@CZ$GR
z8?~8o=tkWbDc82iDqmi(5xyuBYu!eItk@t4xGYZAX7*WG&0+)0Kd$Z%y(63~=o2u-
zHeuFVh(D@(l&Dw`UZks7&_c84Xp_wB%^Z#X0j)uFkd?86P={?N|6C=w$Z*c)yO^)k
znkrHzejcq1+vwFC+j(ut>iQDL)_~Ii+N1^Z>*<~iU9o{@mkE!Rx(ecd*ro;!i_jJK
zEk=!RSfws#bqmdMx7(+PN4|jVvtyzJKJuAo9y0R(Vy1cg0voZ1=_ZFL0kfU`F;*B!
zw_D;ajxGOpJSNyf=0#ejr11OB$KOI6cID_DdNzJ|7{sqxk*i6b{2F?@hq{zSa~Eg(
zB7TN#nQJR_!ZFKcXKW-o*>42oe@<)p?p+N(T2_;?pVO1%eiYe;#$TUBCQPUO61yCC
z<k7F{%elb1$IHwEE<flD_=SUaOtaRh_vhKs({2QcauhFe6*et)o0fa6a8){g?_88G
z9nE#pvi4Rv7Nz>iM9%DxTgF^W_bi{F#OTn#Oz$;8-~LkRx^URl@j={V+Axwy{@F)G
zf0j9tkv!i?F|>I2?QuU38+{yc=}_M{Ba#K4o#%Ed3;X<!Dfb>Bt~JMcF-C#r4Y0=L
z8m}!q+-T2f<@~O2>s-98`+x7-tRCwJ-{5H)CtXQS(vDv?F|7Gk<slxMeK9%j7{2>T
zAkI5VtgBqmQXTpUv)0Q0G3o)=a{X-c`pVfdP=f-~99QMK#tU!tvVZr0<o%Gg){nJh
z0hXk#`Qsw8b>te%Gkh;rG5?y&O{Uc|;klcJYu)RGn;f8dS%|<ww61#i&$(40{3CcQ
zU%>|3rY&RoMUM;C=}Mq&LfI^y9b%B!{_+o2Zi~wGEn|N6QVddaIb<0R(<_FZ3CwZi
zB{!QD_DqWPGdT4=on=FQn!1>$7v0iv@MxHIx15BEFHjhEYECYm(`Pi;ug)yhO;q2=
z;T=8wz&qtwo=b)(5ITnAzWnVBX4-i=Zn;jvMkzHVPm>R5T$+K~!Y#zhb-twlS1*=k
zxuKfEJ6#*>5F66U0wa;|RTnH0*ZMoKjw9BI{Dy@8-`j^>R)zPt>KVK5zQkJnkgJRr
zuWw(w+V792yyWj&FAhm({%``@mE1*hTxVDrWq0v<M~Y2%m8te3QsT{P1{sC>z0LaZ
zThow7VSNUd4DL_YB#oTMZHW9{*?il?XNT^buuvquhV6?!`dmy_v2UkDl{SRcmRD8!
zQE2@0Bf*ay^b?;HmL>`kd@hSgJ`dYv{>ngwQPL$$H-_vReTX7mUHj1TmGxk|XrV>o
z>_xh5(pL*Ci!xk+!XZ4WOFQzTPj&Ka)5*WOB)d-JC%@bKm=V>wmr{~o-O#^7CU5*I
z^R-Te{%7P&q=o3?MZO&*+7D(jqAmd@*x*WT*q(4SUfj|)Q{f?zJ&fr3sw$n+GH^r`
z*~@S-MWp)rF%udeK!IVS2`!fy(Phgkpi<`Nk55wxXN}mD-^x$44AveX?_y@Q&U&z=
zE1Vs^or~1DlD%5J@HzW+P5T03%Z{@6Mj(h6G9i5O3fxhb*f^qj+$DGA*->Wl8e1tv
z1(pZ)M{vMJ3~KJJuu^fk5NpG?LU)&g<)xG1#W|xp+-H3`R~aa?Zv`OS5Z8vqdRvQA
zQ+rt!LE0P*k{>;ueBb7=TgnGid-5!~B4y}gTwGhkMqSMAclkGZ<K7g}QqK{M;~B}x
z*UU(DFX2!@z+=3Wvq86QlR_;i<%S~Dzuy&z>7nZ1Pv-deL<ft&k+XsNSJ4mmk9?&X
z*<I`LEsxAks<W&xY^+YR*!;k{Hvwg<ACv@OZyeluwFW5TCfEMp^&Xxp*9{e@vRF-5
zUGh!zW2Q$b@@39@T7d3|hheQ~tV&3kzbYhG(QvnavXk+N{|UxR#I8ZJc^x_>?~ktQ
zF3(O9bA`R337<aMXTHm<M6r_<&NwLkuiw8w{Q_5?OO*E{Un7tOfjY_sP#iJJPeX7_
zJ(@TlRGi>R^#cCnFq*jq$pTv6{<>Kd{@Vv!uXm6ql(Cc$pN?M*LOclT*582M+|~3n
z+#of-G8ae500IC>9cMW;jSJ18zigfWvA7n#oI~f=_oIUWV0{rv6?e~pF#keQ1bzuB
zMSv$o(z=P1x}vcnYSPa))=0qqL5&~wQpu9WkXN=F99v?_G-6<55(PnfbGHPOv>8Gh
z92%!tgB+iMm<?`6I&0W&@;Bf?YZjT@J1G~87ez0}KGBTVU&j1mHGdua13mtfLTXza
zdPB7?tmF@Ou(PUdE*=l=41gwSjkb)q4Igr*Ed?<tqwp-`yPkvU>;Of|JV#7pP<hb4
z(P`=?@F(dN3PBoXLC!~6O&&+e_3`w)9Q#;&O2G6UcXJ;PveQ$_I`Qx*U_aaBm$yo)
z2U_mr_7NE<xS`&&r*z{YcZptwcpp5*HT%f}->>JqVy;wneDl6mTIUVQ#8P{$C`g0@
z5^4G73lgI@9s?hJIj%F%5YX~ydc3wb91kMCZAS)dN5Bg$Fz2=Yn$U_V3n0ZsE~gz8
z*PNzeRRDf;u$%|sP=vOM-M|tsOuJ2L+(dw7I{j*aOB0hdy%Bhj!Z15wSPMA4b}D@~
zquHzwzf|~)(8Xt{c8s~Dwz0&tfI1Tk%Q9Cf(Bg>tF-i57;>yk~q$KoK1T}YRa=NBB
z5)Y#A^k^5S5KGEfn}#+^Jfa!)P8Z-6?)57?FNqi9RNNXssu$m9Db>gWTKkT3Un6mn
z;%~iuVhM1g9$D1n`N^V@BMo&W9if1{Gz6q#TF+v<<e_s?tSo(05l;_s<f&!Rpq7E^
zQ;pEwSMbEEBH6H3f-Z?0vYXN?0$O@r+Ue)YM1s$j_4rVw=JALn1}$Q8xM6R!*$;(g
zK1R*>SXgBdOU4PvYyLh%Gis-3Ov)KA9yJ9Ff9>!?X4hN}bi!218nF?I8=BfyE)SYb
zYNhWKK@#-F5A_<Kikj(*Y321cB$`#H=14M$2Un6q-cGO}iKgLubqq(%^u&P8hR7pM
z3vr2i$`wJg!L7OzkC8+h@QEGGWOq&Fpl|o1r2QsPjIm4vRA=O#%M2Nh=7>U2`TRQB
z{D20w2YNJe@8JCAzwxWiFgzC@dNG>w6n>DBkG#)OSMioS0;34GHGcm>nP4g$zi<}a
z8%B-9**6z6)A0^GMR+AlM4~~BbHrCC26=7^&@6&gzyRS0j?Bf*bVPy`5D^|n5ES8t
z8g-Ybf~M12BPJFQMd@%DnqjHLW;!BTj|A`^M?5Zqy$_kGn*}cAg%_cSH}FjTP%sB?
zt7?kP3~0<AEN7{tk%3aYXYY8KU5-1Sno<Mm!2t}7%+%vG663b!>|xmGyV%sKT20W!
zyp&wwa#;!laic6GTbL>Cu1T&~aNmTpY~yZ?6evO`f?GdWdoKl2aie@OU;hnzaPNk*
zpyIXealPI|CCk$r$TW5&p<=vZCNndA^awzbOuVL>D<2K+D}6Qx6tYJVksQ%iGe?8$
z$l7Ow87ZN_-ZJg_)EiF$A!1aT19I7;ROeZ-FmMI8`tl8Tve5z8-c>N;(aNnL(%A!2
zr+{&$sHEs|N|ZR9^K)r49dE$&nhW6~jCc$;2=QVNB}D)?BPn`XB&C|kr##+@AY{n6
zbfhygUY;EE7bC?xKw=VbKYxqankxhxqNM0(ii{3$9pYr>qLnuWMu<V=6aiKdv8RMm
zB$6Q04|#$WL5L8xZZE>HF&ecUPoj5#SRLS@mr>d~i<pl{R;7bsdyi3aSJ+8{8WJr(
z){kX&D4CR2P%9gXCyE2<^ycw>w(wKTW3*$LlmVQ~+vlhR26!{d<JxK#uo)M^dK*T5
ziaNp9SKOOO2hs7W#kfsv*D&!<%MWDALBS|LrT2)TKg?6tk*<_NUFr5e=6;*k>RLY;
zWvxp>%j^)5Cs`3B1o4p3C+x$cRl9q9CIb;;2CRp9qg4)4jn4N&XH+s<v8pn{?TYZ^
zpi7LSR?=|Mx!H4CmfK9OuwTGuR5HL;53qI6SxBfVq0Vu)dJTaaiHvbVqI5+jALJ~U
zgm7Df7Uv!9q74k*;d1JDI{BVUS@&JM4qcbW81T?oY1|;uuGvVQA4V39ODsO6j$=s*
z@nViQ6}A9GD4#GM(<;Ig>CXh%69HAEW8Defq{^(!@t`N0a$5i}?<?df8Z&%Tfzhu6
ze78u^`jx10-hK;VnM*j{w8@_(xE!N(LVbX3w|~P<#c$;+Qn?^ivH6z-mvOX*1otpA
zpr)4;tzC)w@I#_}MJ5-d@j<vT_cxh)ls$%*;0=ik2x<DQo;&0A9y-Pe;}}dgv27WM
z05hN^9;O+I3>^QQJ}=|mo_-f5H`7?2!V2MBCcs?>n5ORjdt724#)aZxT*`wya=@8{
zkgr<gh(?yUp>h?K47KBQ96c;KRE8gcOkel$3#(|#gFog$2Uq|@tgPYW)u@ko2MT+W
zm>_J`*T9_;)K2v?Sj*DJ^)=EJA$*Vq84|)i4O)&wk92S*F9b_V6wycqSI^X5efNVh
zv`$?{x>5^uH+PXv%}UuALt9lmSsqBGS;`tNT8%o$+gI2N%a@~Q?TI=ui=(GFsWl3-
zG+TR?aHDF}UH;!Fd`Xj%Pg=QVvcv;g=0VXVHV0f&a$$0zRe(O(qk{+u113Y$&?=Rv
zIL3yvXJpgC)bSbN&%*Fhlp5us!%?lQQp$+>bhs(DR_ePs%FtqY73nf5)Yr<tQSgiG
z{6Lm?lodfO4^f5JPu|N|XcTJ<oq>+nAR=Ud_`(LX1`MhILvuTWge$g^_b=57G?Z&l
z&e$MgWPlgyHH5Gi3ZV(_#493%AdW+vOk8;iP>~0;xNr`wVUSX7wi`Mlo!Khn8X2xs
zgjXouqzD}eZXMCGM>N{RsULelJswbN@B`}bu{My+73G<gnc8l)%1VHsjC8&h>NC{`
zl=A_tuHa<wP^Wk5f1E?5`4L#|#&l-WuJVLPHE&KAX?w@|yV@?b3TOaSK&71xoWpm-
z>#d@Wk(tnrfxTl|>w(oJwg!yDbYaqf4J6?a9YjPJ5GG}WsE>qe{qpy%E9K%U(jTQz
zd1#hsVytA1+0}K$lf;2LbAkldq4+a4F`BVV>VV{jhRfd;7Q<u#CU+l)`*xz*ar73+
zB{D$5JJW&3yC^r{2eD%hVs(f&v~m>^z?^H!fL9*CBs_OQa}p^K)4;<647``Cg-SE#
zfLB;WeaNP*E1oP4^qA2nxVFY8wvSPdWzq%|Tl2&02G=Y6V=)vaH*4-Ux@Gx*9z5JT
z8vB5n?XraXR-^Lp_ZG^*Y>u)z9k{cLGLgT-w8a(LO6@^(Z&m%o<}j@i!Sr*=0Czqh
z7j@C^hd<ihojoI+-kODUNl+9=s}|vr49>)al$skMnjqmaM5deDr6v3<W5+mV)W}m@
z!P(=32-yPSw;Ry<F{sMt=CWrb(_3+Z?83FS@lvE4m7&9Ft)gy5h!#k=UbDYZF#ZF&
zCH@-)ziKE8<O)Jru!GGbO68RjaW?6XZ%|j-amG&Gyc2-!%BU|@iX)0Zm$ZZVoib^<
zS%S}abWSlY>ELu;i2NI6L>oF>JsW$C-4C!7Qu1ulWp7ZwD1TOl4yA#8+VcZ>;!#d3
z_!xhx(W%YSBva|O10A3XbfcE?pxE*P&=3RQk$xJ1Fay4xLxN%~iv_@6&4IwWii!hL
zSpbEhS%#?u^Njdj6AbZG`u#ws9P)3lNI>RLnX{l}Y4gK$TVofh2x1;)Nv1Mv2kv~`
z!)K_XIV3ZY6;Cq(W^1zghLfA44)PD?$t80^FwL)l?JTH~&|L;=?#Nbi#Vk`~eLx+t
zrADq|YOC)(T7qJp^Z<k1nX^oV^#SP^Ck$hG$}4cQDi98I0KSbd+71RaM^Agfj8YQ#
zQ3p%7n+^V!Vyz}<Fc7Rg7ZoVffx=UH$jGNjdl+JZCEd`8Dn+kpPq=lgYRu;>EB@XF
zm~_R@RI5Qd+QSn<^<oY9zF>}N^jj8KaxFMeWE`dX%u&mZRsqD={{Wkg;Or6h9xJYx
zt@#CtoS?9r{?M|cQGhnS!jkUpL|u``k)lVxt313xUb{7ieo6aP8eU3+dSeHbjOB6%
z2+RLOle(nk2yRG+j(`E{x88(g@_5!}Q1N?o?>9>A)PUp8FP;TU43KeRrDK;P2WkWR
zQ(0UAo3m$FMmM5c*H0ILZ;|k}4n|65WMW(Mkmm3i$LZCAOsl~0PXKx+F@F51MNXwp
z>P+#)0Ud*<^p$j~#vE-95SpjJmvMD?z%+Si+C3@?_%T>bUug+mLH6DQNF$<RSQ^vH
z!CuU64fN<DasgI;Ox;#79|`~`vbfv=#1T<SELUjccoJLt0e)RbF2JkQ9hD6j{PZ5Z
zL^anjHNJ<zv^TWzEoOa9FC0D!#`2>Bmg9a9qx8!{>CvghbBloc1K)MO<jJhq$!j)+
zebL8(r7<%Y0INO+9I?Cx#%|)J#7via$-V<Cx;BLk>cdi?-J=wMdA)iRDp=|cGm4%y
zOin<3{o=;vMy!vgsVIVAGjOc`#0gi6R0%p`^I~9)mlfcJmETs{M|W0Kord)CHEOk)
z88r%TGT7`MWdvMP4V}?)eU~(*E-Hf%KLLy!IpZdfDy@h=8Cip6(EomD@v+UfkKrr@
zAz=>5zy(#wWP?hMH?=k9+4veEB|yJM$%EF#N(xHgH%-gqyrH1q+AA6Jk`Gexxwea0
z2xyS9r(ix33QIaC<cmOihojfkD<1Pw2%>*CLv&XlxuP;|6m~;`Tc4z|4(?k9daPA)
z$&dq!^x$F_Ce8$&p~CVtR?|<5=c5a0yovP%5duZL_~<GGZQ+zq0VOC4QYAr3$*$!b
z%-3KR6tAT8rRwVA0|doDIBr0xbxq9b%b#6bRoEMW0ajtFMv6?gJ;ri4#<EbxA_^|U
z!F^(npAci5Ll&M!dq#_8Ob;M@FtDtRyCF=8S~!Pf4mnP|^@KAPw!5zTmV+9loW@DI
z;b=$^&`P&J-cjifnp-E4%?^rubj0q33rxYQ->N^_Q-o`MoxcyU!#VW2f+fBlr_G&s
zgD)Py3fW@K=P$pyd13N{0tFd9`n%;Bt9gB3N7t$(&Wh3scZaavtE*@y5A5oofC8Pg
zV>&K_R@DpfM@GFFtv_Tu%a1n<IqR@Dg1|)`{qw!X@Kq*Y9Ai~zRU3JU&{=2r?p_cO
z+<H>9Bg4fnwm&L;w+)6KGrIcd*>4WGm1DcW!K<>@yfe2ut*U1uTr5C_gdV)xGtCRb
zp6U?m1pq~Ka~bSuC4)Xi2cCh!j{qa2b6rg1DvpH_J~7BBUZ#FJvr3lT-FxoVBAF;W
zeH>NMlNL?nBcqc=keCRoHw~6tTrP7p9ONk0(x8`#v6&?-+aC-*BliUa^k|YlN|Db{
zO<G4X;>q*??kCTP=Z6TXYYSh4C~*!4xtc1zee=iOMFNoGG1TZj$4({R_QhNbN&vU6
z+a%g}SPk_1JxWrPZnRM_PAH+{5>k=jR^AJ$27{1Vb`??<f;+51P*#Y79^%(CK^jU4
z!)p*H&S7<Xe1p+@Nsoj#LtwBK0O8p_Xgox<tf0y#h785a$vw0&exd1*7{yuzgmr$~
zC=eDoxgaWs4HS7l5dX}MvLoa<1!f2&;1^KHl4NPCEYBYr_-kK07_@Q}=~fytNFhKt
zo$#S)5Cr>Dv#aCDd|hTagRCDIKu@Il*2#plO}ogN)fFXSc2xqML~Mh{bvH;!yjAl=
zwS(-r*Hy%k8OBvV17K(v)sZR(dEr?*!!<}B=WyX&mIvbSD`ch)4UjP@L>wU8d-_4;
zg?*Y&3_FUK2)?r8Ym>`@x}Yp@D;N;V{q`(o7Qw=Ub5vB01g7^EqGerk;qH^Sso+*M
zKt+VKdu-o22FHY`92pGFUQS)OHg)kQl7Ve?gr$0A&W|1>x2SI07vF*PDWMHbDk{Gv
zi~|>iSOrSuknGG6(rNbDqvINR+ebv(Q_z~SL-m#c4GRE|Q}|`*FbuSNy3QE{^#y~{
z!IwiO{IOr@Rk~krZau*fP=%h7<`e{S#QPKOKO}@kef9+JSman_0ReEIm5rfH6Vn-s
zB%=e19SjFkZRQP*Vef87m3JEt2o9EpO3F<Ce8s9OGUT|tgAA6EI-36Y-HKuFA$7cC
zkO}M#G`y{3n~Mn?^Q#b2Lh}$-*i958dscyVR5{q!c}!mb0MJSnc%52C6-%79r8?K&
zV+IXYbfk61Tgb<C0rfOn!G|?#3wY#fdw7Z?wKJlZ(?J2th;0XWD~6FBt0YQ8h|ZcL
z4+eoClqC7XIFRF|Wgd{oV>nnVpK-Al&V*B0KEb)dQg;I-p-lS=XWSu?T|sq0oY+zD
zutq90Z>wWw(}!=6hvDFHP~L;j3976jZ)Wdwo_cu*;K63;`ezTvUu;~Lx9u8-Kv*hr
zYhb^h#c@U~{dpv=-Wmtb$%-{jFC7jij{jgrmi*6W*iT`y-bg~*l0@!^$*wGs9Kun1
zL<Eq5m8b-M<D)jz{Cn|6t3X&64pFQ5Z<ZDh*fF!nhk@`oy?(ue-#_0`k)1Q$>WkQ+
zDZ>F&P*25d7bcE8+lA8wEJ9Ai@1MayGoK4qAF(FEBrIPzj>Jl=)CpZIrXHnss3!*s
z%8fL1?ODfWjH~K;zL4G%pcLL#^>VKKM*4tsWryDV_^XE1RVt-QskrqZ?v;z6gwl_W
z#YAX-f5!5jTn47bp;vYm$BOObyHfR+u%WNJPl|o=Ry+D<s9OYiH!N*>FP)laMfY-O
zZd177&Wa0;Q#!aOvq6O_Ytkj1yc?!duiwOAJiU8{RP93K8Z0w9Ec2g7q{sQt?tZXs
z-$n|uI(UU0mdD$sCU^GNdoL}vNKAkWs+J$Ka`ICvtaE0TWb$kX9Ev%9;ji~ZEr%37
zXr3GGBOqunxRfMy;b~ZgSAIRIM<~orVw6{o`$}5$7WoT-{U`tsGyyz&NAc}Sexrcx
zf>5T&6X!8-7@uLmjI2YR##Wtd0viYpK!SuuF{da~6&+0FL9m!$MmmgdeIu5`F8#Ab
z4c7tzmV;des+Fb8A{K5=b3+#G0oo+*g@>R6)4s$j`4Y|Ye!=^Q2mpbTz(*9esH#-=
zS=Qr%&6^NRKu(a>Nyo=f!H5zPH6mWv{4)lFDko`NqSqEL+%S<gK)68g3II}As~J6h
z$x`VqWlw+v(}?7EB6x;Ds+K0LEE2(9*cjJ?LHTEQ6Te2&?-Rx|Ai=W8TLBUqh6F!s
zcJw+rdbHZ#WRxQ8fe!g0g+%OS@iz=#sv_REa<jq$&1h(=G`UQv0R8vz-mj|f?F{6o
z-Q*B|OO{a1y6OCu2w$u0L#*l&uzc@sYbg9&VVV1*c8vr+;+K(+&kFTo!jd3r?QytG
zCAq2lPiH(A&GQ`45DZ#Jgk`PA{Z}e}&qHb3zw+?!`*60i%i+NioQ5{t<WuBWmd*Ll
zZDG^uhY2S&pD0ZeB^&P_MiUr{x61ubX#zfdb$N1!El{uA_@7uB?wJ?vSsJ)_`1u9@
zW@+I2Q~Yl%4g9b|7)!%{;7b7glP_UNPuY=-AE)WyQ%a66$`ED93(+ZMEciK4#oXg?
z3JlpY138bq!mZ_l_5HYK`eO=g22f6bysBcju;b=Xx^H&$sZ`pRe1>2e0q^HyR^HI!
zAD@&wU&t3H+`UqbZ29C_KSTTNo$|9J1~L&(J<n+NlP6{E`3iP!?Iv(XjM7PR-5g<$
z8s<mq&`tSn&%e1>d?@Y;6wdDwy;XX2@SZ)4+DOD<>uQsJPHe2;V998Vz1mCF@sU82
zj)ASCnF8l(P~DWRFhydGX19A%d|WPqeJCyCRQ-5(DVb%UrV71c>s2C;xDGYn;$Cw!
zg{{t<tb?v_4u&i%jSeQiFH2$lh*)7yN0(h64R`PW)>qOO-Nq&nUA~@>i)UkN=aei~
zqc1VZzT<G$;wkqZRC|5T_(@K@VVx*l((A1QUoaEU0G)~WH0lj-R%@#qXe(xxEiuGz
z*ZtbCOxyyeqU5$>zF^AdxA-A9BkV<_xxIW{=7szC#n-O0kdcD*<Sll*D?f(lA7pPR
zj^aC$^2Xg<o02aaUC1%y)u@d%)Y!PwA}k~+^uzgWkLAC;)c53<E71suf6?j*>gFiU
zWgVlUBcx4X<nEYSvG`J0)oboSXL_y8Hk#_f$;R|7)xg=V7fFUK1P#&;P!7*2%P?mC
zXw6!SsS?9IE}*XS`Xy}#lJo`?Y}REin40)uJ(4V1L*yAJJF$P2zJp`Sf`jAabvpLb
zFHtuR$*<M8RhzAIp6y1wihgabLY-yV_h=v-0ca=D94Z?n*k)vA%b~^Yjd+P8m-twr
zF^u+&)~ncjFM$m>-lapc^>*?dbb(pSK~Ghhuf;e{6WKNFVNYlMqwv{d9B`H~Gc5`x
zZ0aUPXn%o;h6^p(h80{jha^;WL7gQWI<(k&@-e8jX;95cDbNSTe!2zcrq?>W*tN&0
zYA?+L6S*ZW*N5g+3z+F6W*HXf0bBO%zWNMNAu<9g`k=2ukwBF3P|6-MOCAiAD}wTd
zT9abbIgiKYy@m|z9nWW6Zl7ado41yc3sFcWV3`tQx$i#`I?eKYPehzKFG}-E??l|(
z>a6D)PH|n5jpwcDCb@V2KGgIJ)-AHK=!c+;{ihJ>K}+x^34&~l$WN@L!Y%J`Bn;$|
z6ja=yN5klP`oe8Gn3=l*YESgE%tNjjd~VVwkmC_1>b$%b$Z5UBeGe>0`0Yc!u!+#T
z>1j)B45+mdA*ijh)i3F?%;As-^25fF5Sgo~b?L-eoBVJa+}j4q2CoV!&6={iXkz;3
z8M#v62kxDmNNo&PHd@W{GPCU@6d)szqo%w)9H!4Ip_}0+COqBKa|3?ISBLj}5mBf(
ziaQ~(YxFEIqWH;X1S2rdz84sVH!7VzEZh4$z=pTHi`c;1NRsna3N^k6hC%=6$~PxU
z19`DmZ{B)R@Zkkoa$wVLNcC7VP6=$$VKJblTS_9Y8F{!N4n&n1Ur>h3B0n9Siqgv>
z#AGdw$O}3Pcxm-0I^6vgu|mH!hJm=aBZrj|#v-$8ATI$ag!rlf1L51@adw){{N9u0
zXGV*Q4s}2B`iC8wZrm>qrA1llO64gTu=tw!XPlhf+xJ2$UOlSwzY`!R;oDc^{(uw5
zzonNsEr)Bx%vHFv{lPAJ)Iq`epvDx;rgK~=;VmU5Tqhx~(;LVuQAImoYa+?icld~U
zPUn$Cm1g|bp&|7Lxj}1Je1}MnyU}d)k9+>@TYhj{Ifptj>(A*U11*N#^`YF1Z)q?z
z$wZV+Q#xii*ZRxmV<hFIH42G$%1n@UG7lLLI-VKLb42PA+6!ahW!kC&n1D-2K2Q>U
zOx<r4vv0o4UZP>0Y$0TXT8YPWBYdm3tvb4}Wa<6>l)puE!Qn|3yRchfL{q<Av}@EP
z9g@8mr^#Lq0zCo7+}jE}8ueWnCaw|66Z4soljr%BgReewC$u&D8@_iBJG$J)297dD
z7tq!y;&3T+5i332C+S`%eBBz{m}GkqE26OC96BX9BZq(Esdi8)xSlF*Y)09ia+5&J
z6YD)YN-p*bb2vrN^*=?L`{;2WX*hX#IR6eby#EL^5A;83zqx+YOkD2idHA{RE5L$|
zhJ~x6yNj8HD~v5j;Gsy;5k~Lh;C5efAFg1Plr79{Oe7q=&<r_X1p+)=AYMUUqx;}w
z@fR!6{k`{E+y^!_7e_Nq3pbD<>{LnyMn7cX<pweW{gY1UzM7;fC+H#ciHX6YA51Ff
zzF13(6UH6{lM5pY`lkqid)a@9Q2N7gB*1xJ^Zz?`mg)>R%z+6OubEY<+7l@wpUjxY
z=QF<4{J=z6R>@!_@DnHF3jU{B;Mk2t)ll6j=~L)S3<3zP2!+r7;OFld!rWbi`PMn(
z!Fk1_$_S`Em{gCm3NRePJ&MzBg~&M?G?K;m8cL%+y6X$(=B1L;eXYlB8f3c)53F??
z;&QXx%sic_NpXPa8*P!3JA|I|5o;zN3^bCj&D5rL8b^<&M3cjhoIAm@2ZxGUIWu)M
z%Z>~`dd`j9_H{n<HJZF*UCFn{+SFN6)FQJqvW-%?om=*r{f|nESOGDVMm5JNFDXvQ
zNZ~#4NR%x<;F^d%H*Q~-Z{_^3R1zQU71;dbc7;Mrpk4eXUdV4GQ_Jaqgu=aV%yTBI
z>UDymZ`A-S>xLzs=fI6l%0O`S6R)9(@KEMn?c&hSfR-r5LmDMj5MI_w0ovH?o~Y;B
z%KkUs8>3dx*4CtjK1|5#$K^u+IjP|+iAIE&h%b;I&A#xrzZeJ#{PDcS(?QdcWT4r*
zcx6-5aa8m0A{W}bPBetmk!CUxB-Q3bIn>ibk9MorCQQMqKN~_f#Y&)EDM`iL*+8$%
zbdCLvt%%Zb=oS?4BzWN@EYujHu7s+~TIAf*g<9sgB`&+ZyWX<|*CA76OpiiTAgSM$
ztS_M7JCmzZRQ5Q=K)bjEiSX*<kpgM%p43MjlV7|+IxktnfbqS*%(d$PQd1pN?`eU@
zwDMhQ&po&30yKP^2H;5dgoKGA7%}~56z7Y{7`1s7f<76S8u&B1qk}14#m_`{(z&HL
z<VGi!73md|`i%8pNiS!zcUKwKI}=}#ffNRe%Kf-araqvWPkli7(wtyox&Qdt8E59v
zhBo~^h#8M*+!M;>Iy9V4H$HR~cQw*n(HCZw{OF8yQ2`_@0C97g^(O5-4`;=S%xR7G
z;wHChTsXE~;k`ugv}*sHhafrpsk)n8o1SSDXI<c%TXiVs_iw#hg4mQCWmm_p<7#Y`
z(^ZW6y8dv>M7pW}!Bza8EcY{rpO^3NnJf5@Y4u-v3W0kLGT5y9+f)3Wod1=l_<iqR
z)A)baQ*eRqwbwv{ISp<Yf!Tvr|8gKO@9_@@@=t=azx(M5^HG0XqQHHP-@S5wATU$3
zF?WSIv4_rbKKMeO2O)e9a{stYPL2nVlk-nqu7{@n=^{C~{~~Vt?c{#*uid-k|3U#y
z?guZ&$@?Ijlkb7ojq_pD(KrSEh!^~W3;w|ce`^VIy?=XZuHUNtHU9szao~FB9T(q2
z?BM$2e7PS69*vv(K^!;#1J3<tK)D4Ty!=1a;NiGe_5YU|+<$t-!|~8d9?l1`Jc7T~
zL*xBpoqRkG<@~=zX@L0uJi&je@el_82Ws$u*#B4sKi7kJe!hp^@&D;H?Caidll(U^
zzenOfiuo(Fg8n_U!lu@}5pwhWOWuP;Jy?+j=;1MHpgoKutaE?j`M*oO*YMw^N}9Nt
z*g0C=8~wfM@&9G>Iu<UjHjWM;c1|{)e^?9ey<z=(3%}#^-xPxP76hXWlrV9%ct8v!
zWVKWzm{n}-P2F8J9PL#c1(jGeEUergLcElPtC@?9lbfRp8o$7wHHfr>nWMRl157Jr
z6EoN?CJuj>$k@2Jx=C7_xPV|Yk6p>+&&7TJA9xF4GZbcd+@Sm8-ln)<ljQ#V{`0Rt
zUYH5|r{gdDuTOq1E;K&a^SnP`=dk;EVIy#Vc7OaO0k#4X5d2r^eGQJ^cif-xal+O#
z5B1RmdG5#mfBoZumEP;}&(Hgo|I&}^w@<mhx<9*Ll)=u?{zC6R?`w0zG`PqAD!-Tc
z*ZF<R|Etu0U8DW$?EksWe~0`ZZ|U#x{aeTTF}*+j-LCKL=KpS$f1B2Wsi~OQ!<Z@m
z-|W%O#L5)}^UJ>%pAx?pxU8Ho_rl5zbL5;HFt;nn3tQ*1%flv(jhVQEm7N7lGP}5|
z+5H+?5at13w3rVUtoPoKUDCwq4}m5hpCB5$rkjPm4hUxE?0SESd3a$L_r-D`Zdgmo
zCSHHYH@WUF?`II~zd#nSdHLYc|MuGtC4Y7LU(4SI-}8s?6J~k>f7b916<~G?vy<OJ
z?V*4h#Q!Ho{P}Ma+CSMj?<fAh*f~oY&D_4dsG}pD_wcZruhn$csIZ@}wVzjEDx2YB
z_Rw(te%I`Kwcz7$p4|L>-f`&jCiiV*#WZnxq}&m5W=uuqhp_t0Qf_j5QEGnhQhWDk
zm;CIo%u<wMlFDr7AmSmbRS+dLzB3P}Q*C(_A&j_f6{#?t7(q%o5^iu1j*g9ujhHJS
zG_xrr=WXg|?f?yK{mk&-;Ga)v@1DUEd*6g?&X4uA4-$cY-LAegwYPFKGyQRcc?4U0
zc60()>>L0bHRXKpp$rT!75Wt67-%=N;qmBd>7tOP;G`c(+M-hjl)Q}%D~(4bY@Ha!
zJ!HN34#!bh#anwp&r5%G0D6-FhXhCOgHIjd$c^twjeqU0RSoBZFH43_UvS_U@D{&y
z@N4VTWh2tC2OPQ~we6#If51gjIxI;rS?AK%{p;YNx_vUGufu(_eZ61Xmq-rxwAHn4
zmYs#t$pr4!=lj+SG0VAcn{Di@HjY(Un=3GWK`y6+$n<7};4_pLTHboVN#X}oyp3<F
zf%McJICA*NM)<#7T{Aba{h5V33V5tMi1GMcsd7d}vq^KsUD2@r=4JG@zqzBaqvPHY
zyKSTY;?)aIJptiVz4WmT4o?4T9+zJ~?JZ5vI}S%m<Yv?6;8Te2Sou9F?yxh9!`541
zKckNfs`(<D7~5Id?!j~LalSQ)sdN3sCJ=CZS2l1Oa92xr$6tNXlGk>}x_5gwy>K^|
zbN5WY|E}lz-K5x^uC?<cTiaI%=?Cx^{5^2Z^4+aOheO<O`mIl;%<NY#?kYITE6RUf
zJk`IQp5LLn%g?$)NJ*$_J0C=!P4jgHQs15*{^Cv`QduL~r|S+U8kX6F(?s~;D0Gqh
zY;tO*^Xpvu)P~QiyDm&PA-e86o0AqdrcELlo!Vt#B;)J4{?4h37L41c^T(eqND|(@
zeZxy=^NSyN%^niI?6Y68W^zY9-$JdHTy;&Cc=zf8Sw?SWn0!ULr*jw;YPM;9wbXJD
zP@kgj`-`9L4zcsp5$bRE4I_h`bpd{E`4u<UE%UWM)8U=a?F~DJX|0S$_uXMTwiSZm
zx+B-+i$MQ1UKeM#8@iAFxE-ETch0{a!KbIxrxUl8u+Ebl0S)u5ECi;_Hs2|Qzr;S}
zhD5!YN#-pgcyu*AcXpW<a^Rx9-7@`llwZ}=-@}U~bJqW{g65NVXJ&eur+I152v;s+
z)NYximZ%Qapn_=TqpU$A0=m&Z8=faD!jGF;X$jAzYiUfe`i8V-?VCEkY4FQGrgvsN
zm8JHrls)8Cu#J>Fka>wDQN%7JOs{%%awElg>f>f!e?W9IP06P0@R)}r8b05#pG3W~
zDx`T`GX5+5MKN=T=9z{^x;Lv!+{bkK{rO6C%5Ae<HYUw(T6D;4GR`4<&Pt_8M&!J<
z9)lf=t25P8*46sn$na_h$@9vIOQ!29Y3iq*4cb#ox+RFa&aM-cQbO{a^FQe;N%No^
zqozqZ)`1ndq}22p!EyNp1j`u6wg^#hsl-nu5{#Sf4*EAl+v129*{q%b7@D6$NfS@o
zf-_vD8*s(Y)f$NN&FXrQk)O+miz^SP?VN1U_v(H_o6>{$K7SlDQEG{?+Rr$!a~aF)
zBnLT7nxWVb;!iC`;7Zcn<uLDKO}CWTw=NQ?^f|aDSgaM>d%xtySqr{EguhLVhghbL
zi84gz<0|(pDMDRHtbgfUzJ4)9P<n#>M!KV6b<@&dukfi*qjvplW_yvoZ|v@MpU8!N
zK!L4Jq_2xE{AA#S^M%^E9P^vEGppVN+sm!d-WZmVQw3u+q@(ZP-m{f5u-K1xw;;xv
z@`0R#i+%hm4>Z$bs2o8r{Xl)%4(XTVKh-zPe<F`Am6ho$9$miT-J(Gj1u8yiW4mR2
z&e)og=1ME{Q<>yvI(He)ELqXfW>>I|nM}>aPLXkIA(Q5fr~>O)J>mYVvVA6<dDY5U
z1$+;>O7oqsB3w&6zPxzdG}@#cesS+;D+RN8?fB&Q;6HrxrrgI=c`2t_wlDtES}FQ%
zIEw^0JV2)m8Iwl6)91s0=^2dlt#Bolg{ZZ=U(dVk^R+@C4ygO`_(!wxo_n%t7@FH9
zFMD=~Zb>bRig)ck5pjvnR|yJFXEMv178V=mC3`|RW(;x5Pa=Q9(AneZfOWuK(p{<#
z6Ir%v^t>O9_hXN`7qNAuA8Qzv#c2b}V`j6;m`gk4qt)fDgnK(IJYNn<H59GZVK$Y&
z^zd$C<;AI{y=v27*L=<APBQ9NdAN|3lW!5JF?2yeHcF<V1s|SQ_#Tn#)&`3IL)lJk
z^T%ng{3rDYcp8n$+vju;H3j?@#VEZ?z18hPjV$oHZ-UC&_MbH~_RM<tv=g;DO8Pt7
zhBdvaW-lo(NY8iZoZn9dK1Eb|JAcp_I9y%vYIB?+9Tn|ZxE(LrgNV$EH{7E3{kz~H
zA;v||p#TI9N!L+h5shb^Sl0o`Atb}*7n@qeG|8n7`8yZir_s@O=AYeS$H;zK8g9pL
zEFQV}xeKK=$4GrL1iu&-8mK6^#e*4bNtONU&0!9`7w!CUZaf8?<M`}Ur>dh!Wg&jz
zVdG769%tYx#bJyaS$&o%8>C=7&>ru($*1*i8{g~jM9D6wV^-&>v0At`P4lfIsJr}g
zkCT4Lgi7=?ts#b{+y&@;v4B4l#vcmou`OFmje=vA@WTzndall>F{o)Ul;BU~bvCe`
z`t0qeHztdVK{7TG<;c_LAXn6ll)Y8?5|tWjhM6xzji}lvWpX<w&D>o*-_X3s#BPXL
zY=VsX(k#hd`G<TZMGnMS-M&K%*ic=J`(=hKQF8YyEThgkyTcX1hnN)}{fW1P7JpQ*
z*Fq10c@9OLU&^|%<(^0LQ?lp^-EZYwcpOuo@=p@KRmZ`DW|o^9YdASQcwT?SUKqpm
z{ia~B)h0{YDxzt-zDf|~ai(u8Y4y0dZ83|#)rT`F?~A{=p0qHJX+*{HPtxt1jJ3l!
zo;8HvlIgT$=ySdg-TDFRA5&`umN(06i2Yu$EBg+uedA{$Gq}TiHOjTx2l-f-Q`1RS
zwFAdJx#5r+Go8yP|DH>HmrBp2M<>FN2bL|-lOD@N0*d>S<b6|GYh7j!0#Zg(qr}w@
zd6M)JSrbB|HkD!GBWY41qE1~6P!+PENUFzo%G27Ivvt@SiRs-Zc8$D-gZ4N&j=@wK
znp5Tv747Qt0>vSg`Ja3T2~=_G2s1fNS&|7-<v+4T*SUIDZ`|tVH*Y)%;^7%^P_H`7
z=8S6nUd<Rj)5Iq($?xK)q^4195;Xn#b}#qUnBuQsvBbkp2Qz=$%QvI#GSjmo(hf4&
zNqC&y_N_7jm)Rn<og013zh+#s3+S5lubfQKU3yo-lx%B+&&HLdIKkb$K}-a$yM4*r
z6qW&faQPjQIKR$@fAI(RaCD0Rm0c{AB%)P#um<<SKn7Cp?BSe{@f-)JZ#b4WjquNy
z)r~v1?FanIqKJ62N#sM3n8}K+fi6W)-+X4<S&lLwq&HyEV=PK{E5oV{{*Lx_zU%!8
zo*W6LWsLlG1Zt`ti?v~8A-fNuuKJAIIxL$Nhni(zRs+UY+Uu(4GdmQjmjf0`y&eJ^
zU2TqsBuc`GS<xaAvbEsz(`Wq~UZ53sBaewsFLak$#Og`Up@FEM`OKbw!ChpTeljYT
z)}(zzYip@KKK*@=f@hT;IhLhHN+K@~wnd0TRN%9)?QN46*pQD%I3x6U>#$;WoVxZg
zb{D(GPl15jD+vk^0bu_NKLH+xk36+mwNj`%Kl*mi#dFi}$*~AV_8<L-l1TFP8W@r_
zObC)A{!xdMDXulS&U1mbgVdf8tn*Y`$%X~N#&!G<cK0g}?g_6txG<ZKp&V&4>t3Jj
z^GQ6Wc+EOg*Cx`$W0Cq17Gp4k56;Xe%9;0>t68RI)~i3Eg33%%&v4Z9(wkD=AG6^b
z1#q<l5+>12w3}|Ouvej{Hp>}TcWagmd$gqEeGhTSz{`8`E=GT&^{2Mo!5o~H#Rh=)
z4HWL{TNk!bNvlYDpd?x=+E?4>72oRyF%&V0!HjJmQ$<#Wuc@?Z&Yu=V8rcziqQad%
z_r@<j$2GLp7c3jP5irP=IP~+}J|Fn`OaE<+B>sCe_tK}^Ngon1(qzRa-wVB#ZShM(
zu3+%R`7TZZHXPt>ktU}&%BNmWh&b!FZ$F=TGUiFQrc^NFPmVrcA4b49yQ8Cea!8Yb
zK*T6^_N*^$?+70ZFN?^<FxeVw*16_+ar&b2QScg#VEs%vr-s9xI_}zV<xYtLTa|c`
z{8hgf?&|j^+jf=jQ8}_~5);K$J&#kQ`l^0*^UPdsbDN`QdgtP%EJ<mr0vxIm=v^0+
z1l$;6vMLA9V=NSZCKpoYbh+r_lLbu<+Ji+s(W>$mu*q-Q7GO!m;FStU?8nS^c$l0g
zu++XXvo36+Zzp29=_G*QMK7X)R`+ca<bTxZ0JF%>!#@#X-}zYD;9Li4lb0#yoIvHg
z-Zi0+`kJ94q}3m*^nQNA+FRQeTg|gF-G9+XF9MW~o>Dg6a$@_ua-qUD5X>lCs~S#3
z!)+k783rLut2i!EulUvDB)B*<Yqj~3#^%d=)%kpXgFAy;bj?i?7(L*g>1P!UgUXq#
z&pF}m-x3L0SrR|P9<fouO26u+=QZ2>iB`Yn>A8x9g69iA(w@^!_7Uz3EVSw~^)tC8
z^sI8%cOC^(Z>fHZ7bhR;B{UkGiRqSGrdlMA8ri}6ioP6a5XDrkNvjd9kY;KzC)QbB
zv=;#_p35}QpfInYYpJm54J77ea1im(yfqqbQ)wdi9@=5TSIdaiPsyCVFT$EqbDJWl
z3djH#R;3FC$B(9|YA!ZSNjLBp;v`=(7ktwogj73(-^{%Ny`pd36bI6t-Xcii5feCi
zyFo?$$xG?ZbE!G4ry6?I$^Btpg^kfOt&`sQ7_-Io6QYLhr694}Rj!wX@PGe4{^KLj
zv*}MvyiZKs4XJQA1vh0s=kmR#(O#lj{(LD}QmpsL?hU(ru3}c2)H?U1h!Kl%n~BfL
z+YQH|q6_<rpjQd|8AZOhAgiM_?BMfdVIoCnZm58EstQ`iSX3Jg))&A!JqD^fpIE<p
zX4tsdtb{S&5<T7;!IARUwQUs->?@28tPM~zgyNS|$?XQN(Ik#}<H5KA{v^vJbGdG1
zeye+~Wxx()mwQhkrl;=pYd59NK@{8S9iNmo_RQ=e)diDsk$@QPErIRK^z}Q+cnCym
z#!=@G{kR>CZgX<jASu#zaMl%~ep_M6SIDyl=4;^S`r5mgHtM?>JXxF)s4hL0JDp?S
z+ggV$2f7LbcOUDsu1yYG#`VpQv|GqVLi69mvlJRTNTHSyIBV;=n~!)<a=SJ5`d-3g
z7oOwYL{MUf5MRU6wu1P(&JNRhADb5f+{sV^m;C7IdZl}-M=`^@Jaa{}P)kz27~@Q?
z?y_&paDC4xMZMycibLIR9ZvBTpM|X8>9McrKe18t)GLd4DyCC!z|N^J=xhI4e=S|)
z%eFv9wKM7)k>`Apj!pxW-aKbHi@eN{S^zAJV!@rBk??hM+4-BjHDtI6-fzp_s=n~x
zhO34ge!)ktpz92`o3;M*ma@K20de=&;^K!sCj^#{@12QeznN37SqDQ!oslbRU6&T%
z3_7A4KrA8LDOQWBvv8)D>~4)R3-c1lar$7#p65qsf|pYr!`ZH~*2hnl$<UvL94iRw
zkd3<57=>gxBgGxGS4u_&`hksJI1LG|oUw*wNF8t^>=S+SPObrJUMbgmRjkUHY>z&|
znUz*ET`Lq0wG{bCoaW5B*C`G_ZoGX`zuPvF=fTfj=tj>u<6LTJI@=zQ!a5OwoYb{^
zRL|jF`PE``r+0oxFtz$q`{-pAX=2+^ky1AukLVYF-l+O##`~nJKXP847L(uLlk+qw
zflx&{b&tS0cNw>9OP56~+L+8Y0)R>@i<k;`<Ci(=?(iW*V>a5s1VYx2!5Qz>NWTWr
zTX`rzYrbTkA!Bfe5kSaQq;}t(7%Etxv5^Q3ZW{pInJNXUye-5xslZEnd1I2#n~?YV
znl}92p@!Yw`cZO!ZjPnTBvuv~(R1wJRO%Z|k7Mm2;AM>?ObX7==FL*4EE!~^dK%xP
z<<FJ*6*o|n0T<<qx|BkZ>28E%0lDkkToW%sLEeV9g`!w^AAI5`V~J{&D*739IcGlX
zn$%*rL4cj}YGAaGpUiBY#4LN-G)GHPH38)`^7uwckHwBCzCDVPv3PUjbt1(}Zxo(W
z87>y;L8?#WZx6UI8y4~?Vg^sHgzUJT^+MlB#AP7va<02BWLvLgj`qB9{$}4W^68Mq
zM}Nq!T})-mB}_P+1<urCQ~np_4smep3$-^_^!ZVzo)trWY$2)6c1&!=L-}S!IXnqM
z=5BPi62k)-b@Dy{pKY3F;UXCq+vJZ%x7;L3JHk17NVxK13rG&eNuC*Rxd%U8>dp2@
zzY}|(RCSb*X;{VOqbu~2*0Z{Vovi^R;cgy`2bn+XaWmQ&KgF~)Y*^K|pjE@}%_;i+
z>GkuK!`Uw#pU;0?A@a>S=`qD(X-aCurO23`WphycTpE;{G%}A5d5UiK-A*cbCsBM1
zZI#>)gZa70muEFxO&?NoyRfp$l+lZ(RVg5u9L}jhTqE!B7`>cw1zOMXM%sMatQna-
zUcH+vjG?f8>5xNmS+@T@_C|XCRh4mM#1y7-X;7GZ@l%gOlLFNfe-{6!PcJ<zCR>++
zlS~bzztlx|o2&7CYDDys8NoDYVPNc56+v}!n*KmtoS?5{Ju@&CNDPr8!(Z8rkK3{{
zF0&MK={j1S4vRyTdCc!9Cufa|rM91qAJ-qSwF5<6eOsk4r*J&Lhn~jR*rQET@#!)-
zkz#qu==9CvJ7@^Ciy<a7UZ)g1r<3@8b&ASz%joSFCynEsWWwFu(>n$$Gp(1QX%^XY
zf({-ct79pW+{K?Wo}&)VR=A(fd@=vt-X^<ge_mer=+0)r<V^Bz_A?a?VOPb^9OdR1
zcJmSyYM1k(RR3O1=fSLAGRq`(JIA<sdbks`wN{4DH`>$AU&PdW%Gq`X)%P|WC;P5*
z=)a2(YBGNj&NBEirCPV)rC*O_wBy3ZBi&)NhBTxr8zw~g&dXeNZV-dJ?+ucU?uD(J
ze`?y#E(1y%o?NH-PsHC=yjK%OF*S2N0gl14@OCIb=Ge@u$>tQ^OKjRhW-#mSR2ou#
zO%djvmX)}=@1>SsRi&}VDZT^S#K<6Uy|&6PJ*{Pb+Bq6oN3`2I@q-WZYpGr~ZR1nL
z7g5miY;9>Cn{w1B2;#u2$dxlhIrh<ZE05WCw%>QUBEgdC2NRyGQ9=HKqGU&FFA9FX
zUf7xj+@>R94x)rlo35kk&kbDTjEC#^u5193&RwZa3H*z=l%9<@IW<0>2-5fIg%5Ro
zZ40@T3-H6h6d{JRO11_wjIcy-oARD>H`;yIMK5@Dbe4Z~*^Ga;v=iT-L-*Ay`!sSG
z=dM*iOnKSu+t(cyOl&L)9C7ol`r=QRD#^_SjIs7|P_;v}iqY}n4I?4hWbsblyx<{`
zZ{wXY&sHkvX3qyY=j?UE8hrmR*6uk-k|=E${j_b{wvB1`boaDv+qP{^+qP}nwr#s_
z&+fbL?icaxz5m>($U0fiIZvL<%2N?lky*bZGkbhL*q<TTkcq;zk;~q`cgAHl&fFlA
zNBtC&>i0)5%dfh-c@;ASy@dk95m+l-j|i%=A<LYvJV)M%&MDn^{Q40zqt5DkhNQ%{
zlS~X6hp{fPo@F4TisxTuoTN{S8%ayBQL9#Ukn*GxDB-h31M@F?+gLTQyc?D5Uqq=W
zI}nioN=FQvwEEpS55;@vma403vHo!v0-Sl_W#vwK;CR3o<`R~;i5}2pSGs9|tXRkM
zk`KTn*eh6X*+BH&x^83(G7mPJ+r%+_u4f`b9G%6)R8Tjr$tz@HE>1(ZZFv>jpFyK~
z@HynmH~OCfG~;dwy8g+$3FR4rr3$a+qdq;|*rG6(KiE!q!wC3bH8<iYk;0B+SS{mD
z5j1`pAF>T)0v^oyFE0HyqGttWG9y*!I4S7>a9hH%SI+aSkRdtiV9MEcGW7_ORbW_%
zREWYm{1|%6L(?y^PtRs#(j=#vQ`WluZGsZJ@u`QStYGFanU;2hQ*~7dUdo?rQWKhj
zuDukW$YelGaSfnw3N-@#P(bIZEU#?KM=PCM{JEOO^1xsJn1!df<W%P&`aXj`j9h6X
zJHemF2N(8xdjbcU7qC|<MOa@qugK*<L$Q_h$QN}oNpy7w5kwX#1GYW1l2uQ9?a5=y
z6EGu3qY9GKhgCu?A1B|zy@;3JJNdYp*M?P31cIbB-jAAB)P5sGOKtNSbxds1H%dDR
z#BaW+K+H%Ey><5agb881JpmB1+wZh4JSN*k^wiEPFj!@p?*6M2SL$?{?RM;W#yYF@
zXs`1tV2lMqVHq;9<fMs)a=lY1i|(yAd^ZtbKpSnCrm{JXn{0>iJUtC_V|?MY#iQne
zs3$T1W8U&l;e0YRps(rC$}IE3YUyoppj6S0xOgYaxX`2-$cI%4KCXU&gR}qz1HhSp
z1G6UXBZ~!?AAVq#7*Pp~uUB35DW8?QEnlU3BM<$;a80pgdL3eVPQyU1!}^4viwV))
zkJ?d4=GjprBtc5R3wcdE<L`Szb%2PRiIz`0xX627kN`)C7#S)g4`q?67@&VQjlu6!
zRffL1c3vEvjF8wb{v20QiG{~A1jdRyuR0I9bO2cz0uUI7F#zjAx)J9wA{E`H`Ferp
zo+wZ;sEQFEKhk<}huN=8LJd5UgII77$gAcf)n@3h*p<##yO%c5vQk34uXRI&zqi0!
zt}^?TB+%gNx#wTjdP2agZMp|uE_626bIIyS)i!CRcM#ws!K!h?8sBy8eZ_Vuy9e<~
z9Iomt;iV9KMM6-CNa>MrG86U%5(dfJx0n@ikvcVU>J#EccxC9BscR*4GfzWMC@e7+
zYjq<DL1wt!oOOjKIGH2il$uY|)(1M|7U+NiRlcA?pwH{WE=8(wM6y$hgeCky`dL4?
zUM;vEKI*@ty>xjYxNx?DI<6CEteA-f%$R=@Vswo&nmwS1{812b;W(K%Zd*lT7V@%h
z6ly5Oo-xJAJpc_fYA&59=YT8~I}#=C6W3I2Mvo&Fw-JAWs0V|}$kM8I@hn2AR)Y`-
zH??l>hC>VsqXk&aCYQ@1Q6~r^kw1dn4VKq90pggN51d5=FEr`1bKAHdj9yH-J=W<W
zf*L4A0h)_k6+2tZ9mszdO6);J-v@L|^tchXe+kdS{&rM>YH$lAZI2Y1u7FH5@5wIq
z1DOVGxxn-UXFu0{!$Mvb8Sdsn_Xhw;MpC~5s!QeK^)~&gC3e!PUBvJm%$%6Zm^eHE
zIWNRs2yZ@Bd+Kfl75GE4_1Y&(A)o5e&jv%Bd=VQ!yUL9;*P!vIh_C0dJ7LDW2a|A<
zQ7jA5IRAUR1?bulH{{RI;_9ieFwaT4>uW@&#u>&0H?==9tY|O20a7mA!reRD8y%{j
z9$C|oCxnC(#)8W43;_m;i3yl!S{BnHFJ?5tYOCDN=+Kd7Y$DQ5&-u|28ttjqX$brR
z4TQ(P>{eo)dO>K#A|0=`RUDWPrvC^$UE<%0y~eT9#KUyVkK3$7JYISgtn~N-)<5bI
zt<LtR(@w+$cSAR+B*MadncSc<XN|~nP%%h|{Xv1MDF-8MVpP5k64os(tZ;?$gVpqU
zNcUi)I4X}T@vv@qz;xCxj2kl7ygBMdJbSF5n67>O$#@2*p^is~+d~{jr4sGGzT$YK
zH~T&NbVVHXOT~UWDS+-03|C$c`xBzOceRtt{8a4NJNj&LW;!2|cBB)1fR-Y39zIz-
zqT+I4^|)ytBMgW0D`NpvwtNV|o>m#}giYX)e!7_ymPfrpyg!A_V(xph!|24SWYXH@
z!Y{K*4@M5u`?<^T?iehKvzk02)jI1JK&jyN)NHAbj5gRFhWpJi%fef3I1{jbc1L!t
z5)R)V$_seK0FFeb+cF4QID^An#vI87sTlx|NjFW>$h_}-KmsPs&p^Mle9tx?T?mfy
z1Uu4*UndM#<m*~MX!9p;WN}1xg|Y<_R0E7W6&^C8`|NBJ-n<R5z~JZCcr;(J;Y{%6
z!!{QI{F8%bH;)_{sF{IQgyUkt+gllI{UQ?15mKLp`%NA5@M0AD=(-pr$2)#gO7xu?
zh~2>B)PK1+%GRlLF!ab_+Xo}1%4UEb&->lm-68R`-U(FoDuJ4O-A1&gitRz4X)#<0
zAEb&$!gA`;J-g4rX+j)~6J!ynhyB`^k^<c!ThtLy07{=Ru9mnn7M>8Y0+K>;b$j<+
zXA35BvyTEhmbW$agqfvBDfBo@k0bt(l4%JR+ghLytUH4U@K*5hRx(6BgypOu0Buc8
za6}ac5ZBu@WhyhAMp|Ht6g~21Ps9FbTk>n305x~AlrH%!*3vLL*D!8)HY$@$ycf`M
z#~gc~gs~947q2b;k2`+?ljc?@LX*(7Uj8IvFLd5B`Nys_CLa1zL#jX&bN-)N1j8zX
z3|n58&32DU$bqSs6>a9~{X~u9ZKQWvfuKfs*HYagOHapxkGrJ~=NN&$k7g;MCQknT
zr`wEr&==~OvoMSae^~OWMo+JKD1=?iAlPaWbj#sj7``UD<|^3dSd_c201YmA@D!|i
zttnu*>XANN!*(N0pd#Yh^GQ9&WnXd7W-Sj{wdl)w5G3#QJBm{r4L#t1@reB={83@X
z8iPE?a%j;787hFiTGzEV6KLxO`I8^JAz7TGj0a^B)4hholfP?Ty?P}I65DnX#kE?w
zE{q)?bU$jokQhC^2fWK_8M2D5qE|@3CgMXq^T+>iVn=*X5brB2M=qqm#&#Nl;nC5F
z<SrBhGElpY`0()E7uUyQroh*%T-PytxFE=>JT$0WAYv61w7#TFbXPKNmcR8=QAf^(
zN8-W+8d45k1T-ep;DYT8Cc?9D%K`V!)7(=m*tY}N&0#9J(m3B*r{4Gq-s>NX@&^7a
z_E~XSfdOUEig&o-;7??K>1>?jOe1gX8PIMyg{;&mredYaRSef2w%WLV=&Wr5?FR8h
zH(cO`UzwJbdpTSp5Y;=h?QW+Yhf~dJZpEV#taN-7+oBsJZGiH|x=o!iMHa<ZV*+uL
z{(Y{zXQe0#D9`)HSC10-iQ&r_ga*Og!nGGLko48w>83@LZ1+V$&?AHz&<fg)=a*>)
z5`iy1FF}Zz!7VIAs&An$l^82WJAxgE!|!E~4C=6O#p3D*w8EGy{HG*Vly}A=_^h}s
zD5_hjgw1ohjzYybvH4@RISl+>$SzTZzzcE|1AH)+9<Qc!wbdm~fR*u@4%-79%AX`U
zvF1jRL~-c%(cN)b1IB<Mg#%*R#5)ltv-}|%2qwGFzWEUi<*l||13;8WUgI_{+?@v_
zoPPq;sfTw{A6%}_=iNlQj^z;8z8*;wcJml75Gewah>?KX5`ky5JAA8CYy=)WCx>Q9
z4v3&@OWC%-^v3Zv#3_Bwpy4MGMP#~b>m3F?MNO>S<Su;c1q-QB`kqolYPBC?&N#)c
z6!eUK{GmQOuY~pCB;nn85$H*dmGVI>GCjjRZStPgK}-B2vZsIy25#haB3It>tkVlZ
zondSe*DvgYuUM>Y|74r5!bv8jl;~FW`MBeHI}lH`_iRSPMbzwS2n>@$Rl?Ug;fi?+
zIrs=Q6@9T3Sw9(ov#AyKVYA=Nju{47x(+=XRae=d*SnOT*`AU}$bRLnM(gu~l6uuS
zg{#vqqDY)$I;WT{rWvvHv=?TJMP&2p@*_-Mxrl$5h|=^tY_FBvnw?C+sfCdRebq@^
zP%t>+C7LWAR-k8WXcNBBz#Yrkz>8%&2-UT^wheo(1?$+<$I&K^N)}8I#%)d;Qjky_
z{dWwm=AB$dS9cP!3%!zq65GWSMDD63wTTuul?XPdYmOs@+HEBdp)X?^=Z@ToQ|K05
z452ycHmSkRTo@vv(~rferVGFA@zlY^>Z8fE{c1iSn9N^VG;IU^W>x2)@S>cLK`4I|
zMv_yNics>KZ(ki?m7P@thl*#|S5p>5KfNsUZmDxSh-k@yS2<72E*0g69oFSn<0_RX
zn>j2&iFN1~Iuq?*Tn6*#5iB2yYEgZA^URz)t+hm&rEs&UuS*Bbme;QlW{1*Jqwm8W
z3<{Wwq{TxhSub_cBvwRkM`QTUK*76Z;{ur5V1}g=-qq=AS_m2w6duFj^2R8km#*UY
zj)Vm@DKMaKerlO#v|-NGi#JA==gV{WZ$ey_Y(_z~c@YrXB3d_EU}BBTXB?@@=Ya>|
zm(Gz!7%6WqNFb--d*zI)0V?*QpZ*@aIINeD+Gn+L-@tggx$CcOaf@4LR1O|I@}%Bo
z<8Z5JoZTok4nDOPw+%(N$?!1_+uUt9gsHf0gW#CZcN0@o>C3lI0N3<@LAZr@basce
zJUfstyj$uzDq8H&5%W);`Eb<HP#}F*wD`VfoaJ;vzG(K1c{y6~hTV2KztbtvN;XGB
zD53g>iEP*Z;r9@Gup)Hx9SDVbWAA%(0gVSlFdq7{%Q{%zZ$aQcd+3HLWx|ZeslAEn
z0rLHbQvrxqxBKN;w(s)7j<v6xv8n9uOFANXV&8wW)!ZtS<UP=Y(uu2MC9a`H$QM>w
zv4h4pI+l3uRgLWH>7B*I`cYVOrRN&7H2r3lwTyk=_Dm{QDsJhoq!2U-<QcrseIxE}
zd*kHiY}=yLU_gF5X$QUTC@E_hQ(tGpOt6Nwl5jeI3|hkjTJTl6)DvLPZw`B?Qt7S%
z;(X6;Y&v`<0Duu?d_w@*XdQG=tm?aO3(<UZ@+*3+%x9|DMpXO0XH%L#c}&X7r86MX
zyS6U*b8OwzW~gC;3RsJzLE{HGBwHYHlC63jNV-e;qoVLhAO&<RXWz`x6wJ@lTw(ds
z)xbU0(eNRh4f*+}dXAFg0aG54@^jKE`+(BV0H8YL$Mv6~8o&Ta$N0$bxQuUk;@c11
z!F`%ReOm*L&rtJBGXt*u^GyYdLwVEjARz1(rz_s?KcRXOO<Np-ej4@5;gQvk`_DRh
zw);X9#XVj*9-bLehHJ*#ZNY)^N?@usXPmVvM-EozDMKi(s2Bld<ZTT=i!Yt|FB^@|
z6r9_sL;5Z!KAv8Sh4{t3dk=%_w!-9QYTj3E&v0?d@lu0X3Y8ODy@R_jllu<<UTU!9
zT9ob2u%gm<&4me9mA0|AAfVLiu`cCqweVAt+hr&enYU@Wm*j31P3>bZwX_k(K{3Gy
z%bss^fO?ePYyCj@eL>(~Z`|oHO&9RKS|D<Fg|QL{FqIUxpMgrR+N9UVyf0=P75P-e
z-ATfvsozhH=YlrAZaxw+?%vPArQjwXC)j@3>S+*c@`pHimI?+VNr?{2u}+Z!23YDR
z=N!{HMZajo)FNbqQ6X#<R~H;YX^&<0&>nU|%`^*{j5R!r*Amp${kcATCra3A38c{X
z^u^u4&Ry`wHRy|$zZqMd%4z`K-iTEdYKowd3r;SIxh+Yl`|m^t*gx~9mc#;hk*?sm
zG`2yT2CA>#4y+A+RhNlN(9Ac=%BBBOda!;6L1iz4LsXg^{I*^R|DYHAstDeOJKCV=
z=q+C!up_LRhyjROdNFw?7qV5))X!L3CJJ+w*YGRQvvNy7IS*7}Q1hIWMTcFLi##x#
z8XFGEIOuFeJgO;2_;Kg|$?rIUqm<f;`B30~Vy*$ew_L6ou4NNuGK!J4-HDN}9M*j4
zfg#thn7t{4<*Th<{h9jY-`8R%n(0;a+t@ibDu0W48Qy|ymmCGUqb4?EP4JWXK|rU|
z--rYoMFDH|Qkx}D|6xgjhT9VVfiH9gNN+Uv{=#$?$EkwIjvpFVNS~M2=ub(l&Uurx
z*BqUBf-Z&hR6vyW=)r(~5wftop<G0Q^IZgPkBtb?ym3bBv}LNDsJGOK4r~6#Eamh`
zqK9?nX%t&&_Et#du;-Na)%S1BJoBYV685&cFPSCAI&~80*L$GeHt!DP?#qDtkf^;|
zP!jyiDG~5>$?%e^E8nW`Ikfx<qL`A@<O+)~BBX7R{sih1>AwBKXKz*Pj5^!D8k-Qb
zGFH`1pvjO7?fdcrMD)-|ap8-&Iaq^y6TbfDq68Ne2{L>P(>G_%%U#!)?dYom`}UQS
z=odM)>1nacG|%G-*7mso5B23v5vmjUl$Ih4D2W~Q<GrORkrcr0p3iIvy;C#VCJcw>
zWltj@<0G>)8s$9=WLS8HdtZAkEH8nr_m|V#b-BLe^P`^_SOmedR6O)vL!p=XD|&a=
zTeQy6;C6MiYtU#jYb%JxD9}>IP|22xjT&w~ge<b$$F2rfj%j>DCppOrjQm9bVEjiM
z)kgv1(F<j|+92oIR`mr5oSw=nbAOfPZz^NHGM&VfsljaGZBx}f$CY0hXT2S0SfBI3
z^&N9RTBBiX=JN1b#d}?b!`aJ|?~}*w?1z_AQ?W5b^@oOqI+L*fY*iaW08_E-v{v~V
zXowFF)R1CbyH;fI!i0iL_&JnlV&e3bkDc7Zn^<VL8d8qewS<{8j~4(h#u5L6v7<?E
z>LE?AS1p9<nD=Oe7>vTE)a!U<hEPv_=1f=9Izs(KFG0Ks+F1%^EAG6KNq>gnSrIlK
zH!BZS#8?_brSllYHU?O-x7GKsx0oq;VM1OFHly+paxj`yMrPIyNV}2kxVOQ3K-8X}
ztHr7X#R;*xBa2!<)5|*nCi6b@^rYzulWT)5o2YWPx}^IMD*bDr8h}`(VrLaxvl)AL
z4`wj?LZ@h93A~A}%jnEqV4_38l2CA=%(>ZX0|}C61^)+dYkOIZ;o?SGD<Kye?`Tky
z3@NvjwRQ_ze-^Im(_43FVkh5+G0xJ!#@XtisGJgf0%4h3Dg)zXPt{_eW4j6lo^sfW
z>vpN{<+;rTczEc;DwRuBccW1Nr?#a$YTR(mv>~kzkGyb?WD45yTBTd5cCh1w##8~I
zDz>I$W@)kZy~@1WJ{ePph-P56jA<qD^FVzrj?6m26?N|E14d-JX!<;KsFVqqRJsDU
z#EJ?L`)DELg}q=CDXS-24&wrH??{ZA5er7lh%`W<3lJm_-f73<H4_{2uDvb~ZC&-E
zV@{c$+#Q_;9f_`hW_)k0^L%5o&V1Ml(6vH^N2*xes#{Ay7E9M^0g82@;f39FV?@(2
zF*pe(!=4!@SK=v-M{!arNDV@)_ZK?0yZ6=%fWm&@xDE-sDMI}iGwj`iDmboDu>iDQ
z?fSM92t#P(*X(tR1QTB;89kh;OT%wW)O=+Iy>j_HtkJO=?O^!|@|BknnnbUm2JLrZ
z9dk-s8S$lsJO`WiG^oy@MDWXo9V3&$BxO%wJm8Nhu92c&tn4KaOg0=4=_ifss?v@9
zVw(sz+LH(pj8CnAFPNiI)XI%z3k7RV=^IhFQ%F!)g@qCwzqsgh>z2%LkgX8rcaphF
zlf39fQnImR`yLpW&u5I$p<7#tDiVK8$w3yGLJJY~w?O2zbXbJ^*@MU4+w3`-UI(IX
z=SzHU<c~XvWO)`AZp~({dH%8YTjiB1d$yYt$brv<(nW-f(%sV<&wq4}ODlq(47xCh
zLFcz!rpmM56G0q07)cf&k*<!PBkX;)ld8j=2~a%E4Tjn1n}gY5Idaayux;B7?V&%=
zI?`|{{_#&#s4t}c0<#4!H=<|)qVYCV8>fq?-*8v^N<d#wrl+Uwq6pM?IY>E&>KW8_
zb*uHP>p$I}g!(tgv`V(g&W5D<Qb$vN3d*Z;)Q9!k54V+9@EDYG!5lW(frCP<K*k;k
z1mBYjz5=&6dpL0<dVs!^0;M0AtcDZgb2z(OAa<(hGUusrln6|&x(VWFVz%|uF8I?}
zH2a#wo|=($X3=sE7@&j?<p`m=ze#ao_IRCNh(-AeFUwjcD;(#9Kg<?^Aj<WP@XCqK
zB)BKkArk$zePrMfdjWf*^J3eKylb=<*}UWWL~(QV1Gc7~=T5h%{Z;MlaDFCTRU%2=
zo#Ew=AE@3qpa%PSZb!!Mf&LzGk4RIU;Xna}P#Y#fn+F(YfT|m8)F=8djQKHfybsAO
z6VvusP<uX{wI|O4vc9iVQli;Y?sxC|>A#Hjdk_FC%w%pF>WttMQI9-0OsWmO9oa6V
z&|qkayA#YJDHs02P*yFptpfa!`{O1Ol+vFU>hxl^hChJ2%R;FKD^yI30qjua&Hk%t
zoZ4yIi4Rp6Ky4y&*$SuX*^88@?i#*i)*_tCBc#S1KXsS?NVC#zc+x0ktzMpg^Qo$%
zjU^bKFc&gQ7QocoNn?QZ$NMlt*c$IsPcQi1psjmyKGIOGcGln@2z0&$hP1L5l9VHd
zVf?=8+||V@xGz7!yWzU%+sW3EoO3W5=n%<_d>NWYlvOiB^!*7ZeW|y$!oi=p3oUVN
zyWyQf%$tv`PbX-m;{J^eS03Okq-(>4W_;RnY1bR5Qm<ehZ8g95-iW=&=*hBmDjr;d
zKIQ9*E^b_BVKP>v)Z=_<rHB#93@bW6$41_Wdw7ON0NzgwyZ~u`qUNr{;Ll1^0>P(9
z%oJg7o@j!HKqvcGprI{<Koc2A8K@SIyTcpLngbrN=Z|cA_&s1%4^~Wo$$Ey8W(>3`
zlZB5@RZn*=Aawn1?9jHkoT%#g1aNT)-u43fDS{$5NyeaK)E7nE4y+29Ql#63(_KAA
ztj#okpscko3mHU0;1QunT%NIK=M$G2@@SCL9OL!AvUWOjGK^LUI|gBW3{|(K<Ll<H
ztN!b!Ag*h5C)_ncrG6h=5=Ti_{+Q3XSjd<8<UD>D5+A^X`qjjP>U(0$q0q=6!99He
zjbI@@fAx4tLvweBlw8)9rwR`=wu)8ngO%(KOpkEEi1yT*MgOVc4g$M8v=-bwmVg9F
zB!f1RF!|}oTlugup^f9H2!N3JX=mYsHA1Jn1FRT{LSjkCN$w{KGpi44(y+eNodjxi
zKIloy9^=c5NG%@S1)PPmF?>p`O?tNBjjy;+Ndp`ZTGNi2popYlXv#^`$fxl)Ts+R`
zoaltfz3kG+O13@#T_1VGu*@N^7eyQ*O%5*WbtxiYI_88|?27T&<V{SNf|dD&@6hLx
zKH!0F_N!hsBmJNa8IE~vt}6Wildc?c<&)T=hl%E~77YXWm`teM>_K4x+;)O|wWd3G
z{80l`4#QeafoBTZK}k!Y6s@;NbK}R_{Vz*#uZRqj*kDSx>r*ga=!t{*$Wl+iE$LNi
zay8tq-~s0f@~}JTR8ZTOOamT0@nb4h#vV>n#>TM#U4$3zPR$JsTx4MhZxK5Jc9uf%
zgC<mf(A~!~ft<%k+H2%S!=AB1U_bG+tz$uFxE=^3cb>)QCZ}>swox8KA#ad-Amr-9
zk<2@OFi}(Xaic|~;?pmcA=P)%gQIngR-T318dYBwPGP9f?4_pAsv*mAz)TQoB+k8S
z(QRN(4XMmK7p&TYSSc;}t3NB9_Vad2xt%v{`1$SFlw<szL)<5P<6qO`d;S+;mMEJ2
z>fhJ@Ia=)7E@rQAOYW==*5AjbB*?z!c_)QO2HBPN`V~oHq^1VbJF&+b4QU!o*DW=t
z^M`(;!bL;HE`+?$3O%kJEUmMkL5hiIYi)N*{g+%=`GQSPT%6nkqaH^SK;~Od2RrWX
zPR{38=tzo81=5ju&*;0kkXjsO(%LnUEY}|IorI7^+!?DNQR~kTQ5!59Opcp<cU(3e
z^7n-}gPjAbv+6_GF))H-s$BEal`{B9LFO#dOsiDgO3hA^Tn;!dBv8vqzY|obaC9a-
zB_CH;?2)6+#h5A|1e0KiOxsd+5@g0?Ndat(Jy;8C%Kl>O8S;S2`STvC2n@f&3XG~e
z?oV*Ib>F*(BM}zSfxg2@Q7w($ZPPzIY+@*mzHAWbEHNa3p;kJ!^G_77v{5HwX9|~Y
z<g<SYpB8>Zf^)1MpLb%M8S)T{FMB|$oIvY;-G<5#j%s2!1cwkk22W3H{oVt8wWP|&
zL;RglwF0t>pzuP8wcX~XtPBiHugsMAyB8c4oqLtdOnc0Q&X3Swjg)m_a>VcX^!Bmr
zwc{1gTEJoat_tXJh^YyR=13oDPtPqdBSJ03KN(7ae6aY{KJ!uv6LEqscicayJrs6W
z1{`xZ8E)p)Xx^;;qhZ1)VJ<m_DrDWT-*O+iE*y8qunUj8`x4lKuESaSS1huGYC%t^
zDes$fXr}k`%W|nx4Wfb}kh^K9^??^4SsEbJI$DbWolotV8K^l`j#n}2=>#$fsC`WL
z-3Hs-n*;V(O{Hz>UX<GzmaXJgR0StTW+MU->jYBC7;QsGvq^hHX2jEu%O8?Rr<OPH
z^KL{{R&jTt!4N-JoSU3EES@fA;!h*9bSMs{rv@kNm{o}LdI&Qd8`tI96qk%|R7ec`
zg(BK>_Bw_{56s`{8uoz|C2`Ru=w6k}u49ID{3p@+fbp8ZfIk`!+=XM7bkvh^fiYo(
zB?rdX&8Kw&3)+zV4CSC8IU>RVC1>IF3ns?C1x=lp`REU&+<r%s{g|$-q6+_+HSKwG
z+qjxrfa5rwAWvc^O)@f&!9|7REo;@|arKK=@w^UB7(5y7s+_4U?=&b>{5s}I<)?Fi
z<aEB9OwGnh!8N#mCPet>41D9_P85u$QY}f1i6u$@)y6*$QrUh0_{2e@wYH8aC!p*X
z$V2dFK&m1g=<*-Jl#&bduD+5cQ)xvV7)ky}A|S8e_~$wWrw-7=>)1+$SV5&Qv*7k@
zm!<jM?y)l^r2EH}+HQat3E-O`3siS1Y%1fUhJRcMiftqaLuPA9E`lm3LK@C&#b>wG
zrnZjkV@H(YiFfeWoFeBeR}{<5lOMHIA53E3-*?3kX@c$T7~UE5V#YoOTKB4=2_Ac!
zD)f)M#9q(<?VCy=EF!Yg8+zdw+gN(-g$aX|X5!ZPm^kfMUEpfx;p;<hgUZhJ_$4V)
zI3`Tk1S6P{m+JO2nkkzcV&~sqE_(ITXcZnBofskRom^YU0k@P|>f-j9cMkz$%T{U@
zl{avcp7&hw8UQx>0NFm@#~vIXgR^>7{YNMHy)_)1|1iSv1r`Xd6ugh^g<H&Lwme>N
zLRnDo3HF!~+sECfA!)khE~2`N8D0Qj9v(+Yi)B_a0fb34j!~c7TBjWQ>VO&?Z2r+!
z3etofy+k6WT~wj&I@nN~^txp9U|pc1h!G1XXLU<pqZ2*VV>n_Xr<_<eS;a_cl11X<
zHyOU}nfTFZ;ceu!+mNy74%zk-1B(@{y#{Xj7GMixZU2&3`^Ek4a1#V_+<K7HDjrg)
z1<>wf|6LClnccBr)5RZ<V$(!`+(oU_)c!VP#2c{9hvP(IOVS`|KT$oT*jugdQ4me$
zmp?$X{^sf@vFg3HLex8Dh>0^U2kf7EchmL)t+OvjFOoM?`V4nlCT|%yof(SjLEO|8
zL=`XbHEENta!SVlYvjieu2v_1mT9H4P0nZ*JRE($<%eW7Rn4sD9DS+=tAWkd66VlW
zOooT#@PTLEf@+tDMN{xr?lGQWZWz`_R!KZm4oeFa2X0TXE4F<6nD93G(TExt5O3Xu
za(vuG_YzjTf#g1yL>a~s$PHn4JcdM$kYV_!J&v`YmI_6It0&Bm8Bc*~S3gd{XJ=m&
zPzmq!h&@HbS3+AQ=*;Om-?47X#34IvJ^a@qZ#0{n2sovhtX>hTVq0#u%t~dQf*n8K
zg(|j8c^^`w&GFsJ!jQOXwxT4%#2<pg(UQ@-0yMY&IDx$La3?0`{d+RA^5R4nAH-#`
z(kEGW*~{60irNW>4lC5N`R+p7Q6Qhl$Hfc6jxeM&uohkJNjj1woYS1<9yR4f(pTk{
z&g8SFIJKAj!|B$*9xS9kSySfg&o9p!Oe=ma@ac;7)s2f}^~h-7ge2O!wJpjJ_Uj#M
zk0PYjki~pBS6Js9LCJj23tlMK&?q-~ukL&Z8%Zkg42a32o-5vp)z1yk6PXFR4zc8o
zp!>#CAREG(utPZe>5>(f;MB?9PhYi_Pd`NDR7r?Ul3U(>Y8kI)Ho8e?gq;kM5iy^U
z-*`H<taZezae<)OJq<$49-IW<#Xe10cQvTX-BA^4^qG7HnGibL?nX+t3esWic4p3b
zlC1QGkG6=B6zwa*$8g8#y4ZWhL9oT5O$J5&;(=V@kr^PmjIq}x5ZSzx|4S-!L_Yuf
z>wmd@Y|&6S8{y@m1D8q11PLQ&D754GY7G#|NU0Y*0>7GMP0Lq2QFY|gUOmGpNsPPp
z#z~_j95#B;Yi|q>J5vCCi>_rNI<3O5UHDG<<vCM$z1dNRxVaaYu!n9KbYzyDI<h7W
zA2Nf%oefuoLiuvyu`1H9Z5(Bu<~EfT5<kpwbXlfg|9VaoB+;?7mrNgKBM-^Zdj{NR
zIG3LoN7PflWro~YDxaTU9VqKTdk1e{G-_Ltd8&>8D7++MdQ;v1ET;LFh?-6V3RAC`
z$faovestz0BKGdN2IP;d$u+DBoKk6)CZipv&8()kV6;umO>W!F8s*r+h0r$|+H+H8
zg{smcZARa(Ob}7S<tfS9o?XZZlCYU>__ql@(!e988G~BPh=PWx<M0l6L8penc{I7$
zgVHnToP}dA1{*eI5@{dy0$2T}+jt=t3Lw8>q?NnDOYR+7U-k-;j?j&oDg>yMX}8z=
ziNyS<2SpjdQb%HgRt(>J^%2_lnZ#Ezai`o!mAOzy#YDCZt#nTsA-J}_xE{~a9CA6K
zt|aAgG88~%k5&Bi;7)vc;*TazL9IN;MZb5)dU{`5z9+YUiV?dZOo(`rWZv1X6Q}l!
z`Z}8|-@(%k__QmEd&sqDA4`jXLdPFYq>#6Ke|1YsZd+ifJ{)9q@4)8SD@ec((S$zZ
zk*2p8yAaU?*Z!Hrs!kSWSHUa`3Sm~H0~-tZvHJ&*VaE%aKPHBOrn5c=BRYT~f8RUz
zG4OU9Kd_B@gycD&5dV$}ghK6tzo&!Y?jUo#JV@P-ycAB8dpH!1rz>0Ibkj5tEO*6+
zY~;PUF*al`$HUX1P;U#RnnugMAv~N+i3;hRqfi~pS@a7Ntk;uYgN)*R%+Ggi@Lsot
zW+}Q#v(~D55>ti0$_R<>lcv4<QC^l35m6g}r6T3Y7S+Na<d|IP*;S=HsE+_eWtrX@
zT5vyrM*xg#%wEuuo(J<Fo{)gvBQx@8jK%J&Q6<ph=HYcyHvRyaYPJL|mvUIzM5e|V
zz`_^~B!>nILcO$?=4Ul*KSCJ2&<vT-#$<x!2qqV8MXZoB1h%lideewEpTam+n-KAK
zsBqu4VEW0%^qH#HvDgQZZ%4LCN$nFw<SLZ3LD=$Ddr{@c_DnV+C@3H121}&4aN12w
zKEYsBj;hI894A>fl8QJI<CgI-%t_S9nK`v8{CG0CA%w$(xE|u{({>~HAswn${+abj
zgQLG7MCh_fbN&(&)zA^Z1yWTO0R7$K?uqAv-Ow<zvUm^ntCxS(fjs28mI%^b`fkNT
za(VyUZ^}-j#tS9qJ}qePv(Mu7(-y}Aw9}59u__wpP_#!#Ga`d~177Pjs@UO2!7If3
zb2icRAlWqG252+E;)>2{ru-i_SXn3Yzkyvv19nTh8?Z(MJZA8Ll-rH5?$nSJVQhkk
zYF;z?GtS}6f59~d_|-k#lhmpYRLHwJ*<I{K%MDpyXnktFQI&a8Lmm7^xSrp&s3GT1
z`!aN#=2b<INHCJf@WQ|gM_$e)JmqEWz|SD3h3cJ~t5s1RxWYI|OeR%t+~ff(oJ3>;
zF10_{CVyjK`Uw|v6>_*TVGW4}$G4Ap4b~c1KZ~%8F_X5ruhK4}e;s>`Y94ZeW+cz=
zWEwO6VV~Vn|HJc2Dux!WHmYgpcJEb7TE4w>mwgbi)OL?1F~ZC^hXsj5CEVz$5}S1k
z-EFRU28VeA#YvI8wU;#;QnjA4R4&bWidRWkYHb>%R=t5WS{<W2zi@)Sy@22c=5kiQ
z3}fX(0;s~d$xjMMIGUPZR7_9=uJfPTYUG4K6ZN4iXV1=#Iak-DHpyI7ybwjm#VnKR
zV2Z<ECP&m=sXx$ZdF3!kNh*Ap1^KaA_*?a7>EYLHz$r;W#9)&nU`3@{N#)}F=<_i$
zdWjQaXvI;qrd+%Dyu0l)-ySxlyP}^m?elOT<t4hT(MyPxJtgVFUIo_l@ec^XVRrDp
za^bJ?E$2$k7UzLBE>ZX~jG&&Je}IjpOl{qrrY+D%vv7yV^e@6jPShw9s+Fox6V;hF
zY<sC;Gh$OqGH07n{77DU3XYRXQ`$g#kN=UVGEVn})%1hc5jrJ`k-!AUc%6zoA>b^T
znWV}_%b*-X{`FpLQa-8HAQXe`z(4}Re4HWD*8NiLBfI1L(TydZY!t{-v--M8GW5%W
z-$XSxTqTaDhg^eP-x4R3;)f!LY+U@9&rQVD=D3}-t`O3diG?SJiAeAzQiw<(Qb3(Y
z+t7+viQsMDqF~SAEI9>PRCyrA%%CNIg1N^G=C&D(V`8^1=_NVXL88PUmU1nu<?4%#
zLapZFloASBTR>ZBNe&A1$N1)gDts?fp?&EFFF^zAZ=qcW1-vVFD`I^tcs5z=WBW5w
zx*bOCM5(-hr0PDjmiKvUsU+MIyS`$CF$e@@>wCvg6gGvtEm}*wmrkioj4aMZdN^8G
zXrM(1<?T~U(I^;&TD_q$pKd43rI>?t`r@pd+fSa7us4VV?^b^yreAZYg^q$aI%5S5
z{8_T_291Nq4Wa;%l@wDer?EV7?rKF7^nC~~TyJ{FSW-PpH8a?;D<GfYB<KByD}Ja@
zFHV*h$@pOapK3b@xD7`-Z<JwgY3Y+2ITkp>4VU=8^>VR!zJ0L7P-#iD@XNH=2#NHR
zXeL@zsRc%bT7IVq2~s5d18CSTaNKnnpPJt<4~p)@zCYkZdu`TKys5kmIWf*mW}Rv)
zY7;gX9{oN}qHy^YV$@)RvSsREe8MUd@WvSe3C_!&IF6Fz%|UGl2Y=a-h*YO4W6NZq
z{RV5JaJy6RdZ|g3WmiMLIK$xLrTMDD9h9u^bI>)J+;5sFRyC;;t$$dBT*_JuY`Y%~
z7}wgGF3aMOpGIo2uG`)-WN+9KoTb@pibk;$Qd7l1I!%vZTFLG?j?Dk11ubmra@Fyy
zLmEZ=$NDx)dDtAdk-Rgpr}G@xg+RB)9*=cVyYBb!lWUqtp?#|dYsi%7_vNwvU@Ae~
zh-X|<$x?k}Vezv{HV9Ae5T1n*r17ce4%dxOJ9HO;{a9tbq@FCxiw>NlO^=v7%296O
zRs}n%3tRm&uT|zHK#)?jV#2TUH=&`ql`IJcO<4xARW}$sPs5-YIDI(}4^MlVIDr$o
zN*a>25347%>SI}dvU5b`gq$)IjjUV%Wle&pkJ79Av!_&C)-5kZd1ma|;+-OR)n7m{
zB>scG;OH8q@Lc{SwXf1FLY^0-(W|T4#4r2mzlZ=R_}QB8GveEC9cY2)Dn-&;oAgW#
zAiDN>hgpk$aC!~Er7Q%x;q8!B)%RQf5Vv6;b?M+IK6zKkowb%+I|Hvi!nA$>9S6xj
zG7L$xr~k76rq$sJs2bj2)wlVKQNZFaOEbN%@x$^0ftmzH{B(46vM37$DoKCu>K!Bu
zmVIlyQSPjsAfI@ZvhfK^V?yXivBH#7<EMt1Uyk^FjEbJQaFh3{%FF8HPP-c=c^?Ze
z*_8q+PV<fVLsdq@V+T}!ea|pWwteFk*~~P~tA9;WpQ-b~262OaysF|{`y{cpY$}5Y
z)AW4T1oHU=Q~Z#Crq$>x1hdAMLC7DJJQ+7L;lcI-LISj-D7g=yrG%Mup$<tL>n;`I
zINeMKGb}7^^i2#1!}uSEk!HwnQxZzOxQPy`XDj8>loY`quomrIEA)=Y&EyGw<QN8|
zu0YX_sB3U-wBiJ+M$};wFb=FBnxQk2=9bVG&O!?>soY&P4rfjxn(jp05Lbm{T#!*L
z{<RlItrJUf3emsKaz#F=M+Ggxlo;0@W@-23_=p*;*mWF5!PV8g+gF`Mx-Sii)}}lK
zbUXt$Gw=orqQ$azPe@3okXLVSKNKcx=Hnek%n^I*FPz7UY^is&<XW8(+rJ(h<207E
z!hTSdy!+KQ&08n}q+^*klyqp<PtRvQOs-lTJd5<GbOtdjM-69!7=(3!CvOprx@@Fw
zmAt~2k$dm&xDmK;NU+FncZm7S6^mhR?pTm)m8}}h#;2DOb0yQ+zq5#I;$&>Cv8Qg%
z@66>R4~saVb{GzZbT177>5cahS{^PY1PJ&QPF5?r7%+j<cPZzN+kJMsI=u=<T!+$P
zBL1<lfl(z1va{mpsk9>j+9jvvB+!ef);y^;7)ig0Bgk8==?U^BFqq}PY~_}eZ9=og
z@eAQry{G4^hfjcraSE4xcS^u{VqkBlqf&Q>?WmX{V$p*V?0uMOudFutS&1e9&WR`5
zDhE{4gp1;#;BD_W(V;nM-&IR7Z5!SCb{8et^$9|d^&&9AOnA=ktk>Lk>*^rMKTVzC
zXhKg(y=3&M8!^2}2X0oX204>YW#hOa-$r#v@u7ZX)uX4whpTVR^VOj}+F{+HDg4u5
zI$5i(Zrk`q7ozz|2}z|gawA;j!+eY@z!Z+(3X!}A=Y2iib?K(*c<0!&_sA=;V9t@H
zcu}l5I<$FT*Znl_VigQ2eJDcvA(T->Hu_PzmM=gIWhjupQU?G+)fQ=fZzT9&PQSmb
zhoEs3JD&fZAe4$eqo-UUPMLp5<>$Nq%Wu|$qYo^HNs2HqX;m4dU}1wX6$*wVHRsdF
zhDBe8X#ML2leVcAp~OQwc^2P@QY6Z5)Yi^Cr=}wdzCvlPJ0Gg$-Y^Knq*VUrn+jt@
zJjX*rM6OmHN~fNS+vX?dc?&|_$f;tTextqfMbs1fP8UCm9@wia)^93_)p;Y3<Y3KE
z%vvyNdaM%4bPUWyRZKeQNkaP`rMMaD<9y?SiKJK<N*{)uf842@8VWd&IJtTB2gXr!
za-zmrhkR#i9r&h)v#6tKo#AvgT*aQW^gQ{7cxkcf$%#-|-}xnKYFaz_Bu^>@-PO|Z
zQAttVx;zvmA7FLlYy3_!)sgMnVX74S=t#<QwiU^ajX8~P*zuX+C3L65Tz*zRd&*3a
z$b%5AhiH+z+hRZLg=tX`zu-NP7p-Bo>o0F(=yvGv(B|wwUxlLtx)I@*LMLnDj%&KZ
zopDVSJt;cQ^=c?uijZ|bO(<2z)&x3*>=6xb7#HZF6Z`-ya*fkpSu#>V7b5Epta9yd
zdNhPuchu^aq64CuwZRpK`A2$cbeY(Gr+n|B8at;txviG-H{(8_nPZb~Fn8x=D=n*5
zr72j^bXiF??x5>|bxWNc1Kp!d*cUJNT*LqbuK3S^S8s5Ve(+W?^3goWD)U1rM8uUp
zVCEqNU?56l0L=6?yV4um4ErSZQZEbv8yCp!Wk0aj7s;%XOxrclxFs`#di%O%wfJf)
z?MLamU#LyUp%4tleOAOa@gCd#MT|#g9Z%jZ;>V$B-p>5Y7OwG2SR~oz_!Vgt)XA-*
z1Yac!HxuePKY(%sJx*fLgz1P~H^#mc7w-ZX=&SYZ=M)@yK^eMf$KjC59B7zbPfYHV
zPk5?m+*fTjgXUV0z4dhRAa&_G#nAXx5&Y6s=!zz0?a_zbSd^l(HCE~~d(jBR`7R5}
zLw+cvQ5gi)@CBZ8vx|G(aikf`jIbz7Igq}*wg`ga(fZCAtZH{(r;k!s)b}W*XjYQ(
zS$Q917x8QKMqb~f7v9N;**$o4oUJfsCgx>%ln9{`T0Yb6tK&VM)5xwpD4RS`D0Ew&
zrfic#MU!Qj1&4(6v@MA>@$KIz4qj-onHq0k)e&+UC1az4XqlVa-1Ob`-{6Z!FBH<=
z?#H?9tg-Rdfi%d9hZ^#RN(d#D;S1l-y+5r*d3O>XThpSv*`zBCE{akKhEtOSM!LPI
z669ctjY7Wd#iEogB|9dm+ekACsw#ILy+%+RzO+GY9FTCHa*#WkRkpb)3GTUaT*3UA
z@(+AT$*lTi(p3Fm<KA|c!*jYBoj;OVh{7s??^#NicsUoqx9J|X@(V?mx;pnQ3e1f6
zSD)#Pl4!FSwM4<eV^}9JkfP(Mb8Rpe>C+Wscm{bA%YbPNH1=V!b-uhejvhIRlN=Ma
zfFCo^Ad5Awb|;?pDJogU<eRPBXIsK+bnaX9CEuO5?-$v<cJEFsS?|Em)s}2pG}y)$
zfQ~PA`Tq@U{mZ-kHQyLG*csXWmu&q9^7fA~D-->{qkpBhe?-~Yzwx<$$;|)o-u{MJ
znE$u!zgqrVBK@b`DDSA}@DG?&!Oqd}pEl^fVMkd>Q3aLXRAPn}PKFMq`ntaj9lv?K
zzlr~b_aNCg{s(0Kx8V5yW;*`0_x{6l{C@Qh4)3q&_)iD%-xA<o+40*v{9c$?{>qGh
z>;Ec<e_Q-Z3H(?2&&dDOd^?5zxvjr#*uND;R_4D{-ao9yZ%Fj7+sMMkjL-JH{lBrl
z{rqdo>}>yII<nG3{>@@z{m%YI{r;~1Bj>yQ-+T_nzi8ig-S_(6@?Q@YCbn-c`&)SY
zkCKst74mQH-@Re{+u!%X@(r2(E!kPV+kVIYQU5pZd-<0T$;80&&${m;U}O32pWz<{
z<o7ZDZSgnz|E4JZYft`L`M0<Ksr&z3b^LFA{yYBn?EL2$`d7{0WBWhc$A65izeD-|
z9Jl`-e*ft{{+HqUe<L3`SQzkWn7{qT?~fVVxBJM(_TSCN@3HqE<|D(mLi)evBP1Kc
zHwgJp^O575d6YEN{fBDG$o_Btk%fWnU;g7a-b?q>$@riCBQx`N{C_pb@AJs=Ei?X)
z2KlWx{*$)-5193zk$=4x|KcFO2g-k7kKf1hJrutM+5fMJMGoAdY%~^94mp~(;2K&N
zuAcTv+X^m~_~uWG@)y^VsMV7!pd=V;E#3pRlYRR5gLIcAU6v(CV<5&6Ya!AUk`2hl
zQ!R7@YD;A314M_*soDro786qpSefc9!gR@e$BBzOw!E(_#X(623|2}j)cR(4p4Q!`
zUZ$S-ro4Y=wcO+lC8uokC|EoXm-MmGpJY8+4nF&fTJa*qUcD&WJYaY2^iv#snhwru
zl2vv+G<#Tw&@1VYMdR>NZZUaGjgrmaZ{6`~a7kx!+J}2oy>Q)MHGkeC9JG8gnRGqP
z@2Dr-tdOjW@_IbaGrW8Zjx{@N*t`}pjd}tvRc+YpF&uby`n+jk7!5I3>WUUnsj-g&
zyT@QGix(OJUZO)WD9mfR#7a!vOxDTsedQ%S`m(i1fwZEx(L06Ep1;9;c`mKVPgGy3
zIzlvo7J!v#FPt7QLmlG{-Elcg{o)bdBKIa$N+Ft9x(@8tF#V)~UeZBHGSZzMRKcI<
z3?$>Kv`_<zH9M59V#G~(?l9-sD;p2N@)$_=|I9LyC|;#qN)ex?ue(O9+p#rrOT;ij
z!##S3LsNb^;8Gq^y{3>UQ{!0nuVjoJ?r+#TdLdW`$6(ISEiPe<wLDV1v2;i69~f>K
zZYjw-B3vURgTv#gijq*~W_Pk;K;xKtq}2%TdPB`U3P$_DTF?&<cf8Ll^ty)7;%f@Q
zt(14`Rx}%}*dviL;<VFBOx8?RXZIdz{(8TD&gH|5luY+_bJ}^I+xtA;CET2~l7S2}
zePx{BoGzEzY0<hgq<iH@3qP8a&1yzMoVk<E;yU6BP7$Ngb4X+=0AMO`R=5dO<mGPT
zj}96r&cf_3MhC$O-#cE5N!e_p2l$mM6ndi>Q+q=blgbJ{&}I~49EWfD=7ZnRjwiOZ
zg_gev^Q+2d9yGNA*mTHUkn$6hpA8<@3ohU)2BCA02fk6;w|b9_=zKjJOQ@B<LSA6`
z1AyS%l@Hu~3$3^FJC}bMF4Z%@Mh9p|_sg}Bpq~FZ$~lDk&Dij{DUiDv#O@PHX`eQk
z7G=zK;XwOVaNPf`<Nfy{m4OPRAzv66NeE%C!;HPgSSfhsmi>!z?~{s}OX>u;s0=1~
zSO3S;GW6@Z|C5md*)sK|GsM?0VlR)&@1-G|j^KftP9I~gYZ`e^+{QC-dkC#Xit!qT
zgH>_m%|K(AdgEpKH-z%1XxcB0>6t{S;=>jC28pSYHjehLa2P!+-OVZJduYe-Yt%Xj
zH6wn_=p$E;HYnxPHTuJP>C``{TG7-TFW^C~Nn8Hrz)q@Gv8e@ofDuiYEHHDwo;VAG
z9a(a%;x0?FSW85_smn7|Z5wJ}lik4V8PV(|q<O~2JjSO0sln-x2UTQI^>gpb<zLrc
zk&Gdd3^dEr3UuC?%7YD6VeiPRwUi7zZ5j++qA1I1IM0lMEa352m*L^x{(NG+{PDU5
z=;Rw6++0{|o@E>%T`5}mo`&FRZzvEphmyO(O<`mDeBMK{Z0TZtqtIQdOY{rk!?mw^
zhqcc?2uj2VoAoo%boRdSWwTLit+8=!m3Qe8GFjK+D|bQnqjkcVYjfwMxpI#QXREI4
zg5a&xp99xcDZ_imW9=d23~xQ}(tJJ3zH9sB!DG_C=j<-?sq=L1_0s1LE#ss%s+JG(
z@iN2hnT;^VvnFx}O6LjTuS<&d;#Uy03hAFJ#YWBj+ZJS~+eG$WX3VUpiJ&knCdsLo
z^UpsBAb6*<gIspdUI3$4bDh-Z2l33j{-A|VAoUtA;lbmoRY6P%a@zlSb4|P6!Z#j6
zW=KwkL@ucy@)|C}oGlExFD4)`YlJzVOxPo5%Uch;#UIThN0aG{oNeUJ)!h<3C?fA=
zG+7jnA46Lopr(6Bq{<EC!Xel>h`sO!iYH=f)7*GCvU(l4=z3FT%XHa0oKd&po_Idc
z*19zQQp`P}pP66G74Op;m@xm|5IA%8uJDOSNseR=b*@IZ9o496La<C{*e&vCIJxCm
z*|>-bCUUF80O;{3q&Nd`Z+(z%X#V7mr9aSA#<RPO!`#WKl(*;GkQa10_q#1`DEmn7
zW7Q5SH=xpbD=CQm`l2imE&`EkL<@_Jz*Mm-%(~S=Jr+x!$VB=4Er`3g1F54`M%!*B
zG1Ul~#FC>1+bk2~43FC=0kzjYk>*Rk?{$vg4p1mJ__F&;-#La8=3}9;6eGV-G=^Ni
zj6)1DPRO)Bbe&`xwaJUXfU1Kka7JAZ*vqC@Wlgi?L+4!41VESin)#YMS5T+>%9#h9
zwT~TAUW$z*>ODtZffnvT<cg{!pW}<vPxwrKVanR8@>*WWwt(5-86NZvf6g{yaYTP&
z1~J54mjp|4<s6xIZ>CXAa=2XXFgt*QHS(~(b-<V!R5?ri1&T&3zzFUr+%7P}u|QD!
z-GCg`{IJw9|82E(sQkP-4LAjd`rMaSu45=n^^s+MU^8a*q#9fgx^@SAr!yxgy?7v5
z_yfYKTG*Y7%RP@3Xz3Yj^Z=mCNZb<U;i6K(_*FouL8I!tkW>2+1_tIH7?1}@P_VO-
z=nV|?5l@`-X~K#wxbNVi?yZ<tHA-kSzV3})b@Fj<N_N}KfN%uE&l-NPBFuq-KCvB?
z<&@uYo>WaCx6WiwRMa7K)a9u3T0>cTn0ZrSPap2p4ac)!<s%uJmn4|@Ni<&5kU_^R
zj)4V0ULHywiT=C%uTSy$>J0bCfLEH^JffOOKspz`S8@eQ+oAQd*W$hZ4|VStW!ci@
z{ibcR(zb19R@$~IjY^x9s<ds}wr$(Cb+gXt)6diI+kN|fy<_YVF=MV+*b!^Q+-t92
z#J@So3<5v{KkFx2Jgr73t5SSWC<+okbh7KlH>!T%cDuw@(>5|*9W<6VJ~qBwX%*4j
zX;EHsxH02W=y$*m1*0OiHN;WS-FXk%trJ{roRr^aOcKFNnyF*=7t}AvhN{R7-J>=)
zq*rFPdKQ6(B-CXH0G&X^o0P+e-_(vY)sB1vzw-Y%>BkBf9e9g*8JrSi$%2J5nzD|+
zVB{|be?tC2k_=7~uK6QEv#04R{~wbWmn|`y-b5c)?7H6ti$TXE+0#n0IXb~AitWGA
zmC4@-muU#q`cIJb?~JYpkKLR5@fZ@sLst-<<`E=4LyROEQu|1?t0SL|2w4kUzlXP<
zT#Hd^f3qpU%2=ToyEQY+UTbAf!NHPH&b?n>p3&kUAJfe3S96^~rF-IH#$xf-Q!qvj
zn--U^yUZ-on#a3IJe2GOr}6U?>!45mISBTE+B+ZDr~+-|citz3*rtV^;b+N5I?4(v
z#>{{|gicS<Qevl!JW(X(TdzK_43joalQ!P<C;uN4ByU9w8mK0pI#@dlSWDoRRHz29
zFfz?}kQK!uvMWw*dx{c!wkOh>m{<AXp_o03pTkhz`Op2+6qn*9wS4;zj;eyu3Nx_O
zT-XlF1NKB~%S(x;Y4*^N+r6{nuXEW=Wb1SVK?*XhNw<dtSHsiK8QsAC1eLN`0pKpH
zpzh^CXN^Q3*xOg-t|I(5_;i4n`4q%Po3fENW@Ehuhx*mGRZFgFXWZ0I-_W?=!_tHM
zC;oQ(2;aQ_+2BKRZeQI-ETgiF9JT%da98qM20|RdR%T|N(?#9px&}^Xp?mbp1gAUQ
zGRAEy^H2PF_3zG@31Ql3F57B|7i}R7nnjgmjN@s9a9{x@kfa%i`l1ZcFA?e77RaAm
zC#3s^&7{wW>NIsV=yuKfTZQ?8saPP9wfYd*X7F4&>NcB8X48og90?;lz`fVefd<<p
z*)E1ng?khi#m=&ehC~+^lI%(+_FS>~Lq}~>2bWN4l(wP?{G2hFr?#~4@rNTF{KgG7
zcRsz<TzJ?NK|IUV2kqM%GOe|>2r%~p>59bIK&xS$llbt$cIL(wj=<6ib-&J<9|*7H
zs4$8cE~U)}JrLWM()wqZz7~W6m(8^PxVkehzGRHMXX$gGJnBMUAXkako859i)xn2Q
zE)vtPD*6^rbM<ML*C^^rTM$Fs4+!Zf^qQL_6yzfL;16bq!44=Zbr0f!WRQ!bdX~Iu
zEPrYXe_&}RS(#zo!E1y1$~h|ZqZ?J0?7hdMmCdp~i06F!q(W=6!|jO~p-CEN=m{&{
zMVB-ATy{UE!<u2uI^rj4&oi!w_u-IVfb_`?cF!jeE7!7s*Cmz_D?zjZu(}iiJ)s5U
zJwO7R5`5OgwG2NJ%e?4#_8hS%hCgq3{hdC{3q6=8hR~+rR4~I)FUCKPuZ;qD16lBY
z+`|p~cKHl>N9ABY@q2z$fwC<5VOa{mHe`Wm%K6h2b)(JcLI3U682!r@7U$Z~=~<O>
zafh^_+de00YY%8lOtN;(gVpaw3R3T(m%=cC?4{OEA}NR;A3<u-5L7KaL#VEV4;6R0
z1B@h3C{>Eg;e{*}x|f)%w@g%8luSA|(2zhXi}HD&asuC2>zv-{fOz(S9?SiSR8BwR
zB%ipyw_(<<a7LpVN|0n}?`3aG$R@;Gl}GSS%CO9QtaeHqKLiFPJqfbdLC|Q$PkoLT
z&as;>?y*#k#Ob+{Vby$dV};Ch$-AJ-=j7!4anfuzDfcoloQ-_|-ON)MEEVkh@YDij
z9eL5akkvX4jGi*&uJFFr11!XIy|KLOIqf#GdLAaKz{SVR_z~S~`M$K?YBKq)wAEcy
zA%42&ExCG{3A%rxTIgNdT~tv&_7kssLru(OP`o83REDJ`+4fnL9_UfuO6b}PCz`bR
zJ8URm7JYwMbOl6S2NJ)RPF<->HPTP?=debo&fCKAMYzeEv$6W|&+b?c)my$By7ENt
zE8shcmV}_RPxm3$v~&%j9>IjOs51*eJr9U*c;9ORdR~x$V0;Dw@$V2w$bNkR|Cm39
zRUrfs{p9%Z+n{#ak#<D_uk{QWN>@gNL*v<!_K^lu?>w2rzSiLO=ACUnY-l&-vr(51
zlvHfqE`0^|{Q&NrEqt1^cs<Sj*fljZx!}-nzq%NkkYwj`{!!&-Puq#C2u#TIbgOQz
zePrC(IP&Hb-a8zF6EmLYG6uSu8%qR_Tc@}<BZCXED8Th|3i+!9em?idl=-h_aIw^a
z6q>`1c&owi%COrq3ZzmPrBc4Qw8vTWbbiWWCT0BX!aW;0Uq|KXscr_U!u9!JkXRyi
zx>Lke^}YS&NT<%rimDl}R*Ed}EkiY7xs@@rRTuSK%{|$ugaQHG_g`S`JBW8E^Q#C0
zRG;HlY$=7$(&Mr>d?-2^bdw+U50$2Dg9r>k0y+~zhDY>4w(=T>S`<Ikm@IAQtf?r8
z#>%dS4=6j6TMkx>Ez~D6{L+k<I%5q51+p{SFv`OydIhWXa2DA?)+j6GDAcM2!OEiq
zsEnqdFzfysb0y}_HcCuVtnNsicMjVj5M41K{%QeXjn}doh?CR~Cf#4H49Mm*9TYJH
zfXOlCNK`oYaLk#Xmx4u~B`00JqQq03+%xs<DO2SbR1Rb(x1D^M6SQl*T#l<dgq_9>
z^n7#4tDZR;Tr8WWvUkq#Gz;%Si=Or-tAmjb=o)SB0e!3I!g=9bh{eikMg7#@$x-+$
zZ0C{r$azGPaYn4o@Heg!XU@WrIvJp^g!^=D_Y&gc4|o{GQe+|N<R?M~*8Q`;4K`68
zY@FP)Ez}XSiL7Rzz93a@XHo}CteL4L<$xutz?S<<n3?^Qf+*EwG)>*+v)mvVPQGGz
z`Ib{)zw1t+Tgx&-Pf<-fo*Gk*(nJwA#44LnErA)h%`nVvfLpv!FlUq!=JY0Z%l7rB
z#WvmHhl1M6ldKo@xZ&hWCZv*%#%E|1{-im&C8!z5-K?hFQcGSUldtHO&6riT<bf}@
zO)}hWyrb=o?~pSM<XbLTB1kfH&(=#V#%HQu+&5G;Ag3qyDR?fGfK7E{Z9OwKNp$w}
zu3so*p0*sR)^}Kb`%EJVlMth(mg>Aj)R~BX*#Y}ZJvW&8&*4=bqH6!eJ(5s~n~Au%
z+RZ7Cs2)wc1$9ZaZ@Cr0)_$Mv>+4TM1P%^Vek%D=!gX+X*+jYCa$~q}@rWAsT0zrT
zq3E26gTw9mh*A+TFx=YBzr3Ie{Bi8NrEW<g(a;f}-OXcS*&ohw6V8%UUBF@pE54{V
zfHkJ(k7+?~2y0T-{l^c+wD2$IvVW2|I7O}*z@Yg9*jUB`X3>NZZr*+)>oCDD5miiR
z$Ls3)=Huh$gUyOIxA)`O#akvVE>>>tiDzZ{g!H$dTrtG7SZ;2rVSi}MD!j@X>ZeSh
zVS{gwLqdKR^6>ZuJ);WW#eEr#^YWLb09wtvfPv2n0G(#POrLe;E^913HrT3EuqElg
z-BUGxY)e1GAiz75#OoShI(KL~uB)&7-xHuGa`<cy)P0ILbonjpeR`SlfZ#g85W!E#
zLUP;C)3q55OD2_B!o`#|tzW|e+JStttz5cml(gE#sW;%G`w3N3_d|Q5_XL9~zL@PS
z_v5~}`;%w##6iTS^z{U6D7qs2%boE&vA@8DlYTwN){|7CfK2e#f$N(^l|{=-0L2?Y
z#}mta<^N-n7Y?Ov4Nd$@z{03lz1J(+vfq$@IM@xwpOO_eyOb-BP&KaaQ=x*4prkJ*
zW<Oc|nTuhcsg%Vpi%Dm3qXHcyemET_@@~_S`~5sK0`|!rYzXMaPjT$oV_&OhF8Y+}
z)#KTSpUP2-spiw{cGw$>jtp90<;72FP(Sf^7w!BK83k_~axDSELWFoaM1mzGf`WZK
zoZgO^{tf^s-0?V8g(7(v`C`sms6E;~L0n}Hci;^nl(`DsU7Xu_At<O5biV%HQ#Ijy
zeN+<7b#6mEJZ;EKC_f{uhI*XVn>Q`w`YOB%)Tm<e-cZIf57Dsrrg)x(skGL}xTjf`
ztx-c!-K+aaHZIj$=F4FzuZ^8^GyTkYy)#JdwUN!#nK;2_CnJVE`r(g!EA`IagVW!k
z%|5Pz1CZO{^bi~~)q5(R1kaH6JN6wRY3!hiC1Fr}Qu2q`RF#!{!E%?h+lE6M$Ol|L
z99k?jst7PdT1eZLAP1@L*rA^UtGUX88jz?iSm4YQ@;RZ<r9|5q@$taHzbm;tE-qvp
zd^@MgzH!>`A!zg6gPTqhd_WEox3o)U?wK3&!D$c=hpiA8P)<+CGDp4zUfo>l3I%*a
z;H}dccw9nP_Qcw3B$}KF71C&BM}V3VYc094hPHAYVhK|aO3=E{Jjvv4xYF&Yx9_}q
zMvjDd{N{Btlo&{-Pra;uDF9GY^?@3G3^dM!F$+LKI3B&bQSOTb8dnll&L2_({>vkJ
z!$DMAuwH$4Q_VZf+sO%Sx&egayBV3it!Q^p-~oAO%EM=eZ@DUJ4g&lS2+U~3J0ECk
z$Fl6-4n(Z@x}Y@5YRi;mmZ&NXP*j?M@#Q@uD#;lML(Vxj08r|4l&qhGOKcvYcMz$*
z)@z6HE0k1On?PN%`r+3Rp8f1rL<7lQhPv`uU}@GXW>bp(8Cc|4$ZA?O@^*K)U7|$d
z>|rB9j<qm3_eCypEpjE~vE<O?Wb)Pm)BY3e<Pbv8pm)*vyp~a$)c8X{*VIn=wU%5X
zUUA6eo&JR5_q0migtMuM>?4p!ES9FMr-h48n}{<~rEVi&eyfnNMp^V%_!BqB=ZVZ}
zj3k2OQejGmjvCvMpTeUC<?P7uZiPE>jl`C?W;^Jqil!9}IKnBua#-k=XTYw!rT?De
z&k-^UD^#$vD2o|W>W3?rSv<H0F~D89(D15j?Zv2gVBUlRWu8ox=JY4}W(US~XI<S2
zEC`x2h>y$@#RRWHGh}2+F!qfb-|7y4;0D&w%D85jP16UfzWzajy2#zwW;@XMu7Nri
zU77AH37Ur<J^FI=FuLhuw(BLK!`%LDR)y;fGb&8(h@gb>Nr(we0TKqo)ZkL*x8N=y
zGPoCGv=BPbtTfeFE!fu>-umTprPe;uJ%9_nhXL=C6n4Fqr@tqECtB8*g2`(Ik9D#~
zN4~HP=4JUQoo_$xNSb_5aG+;UgB6z0NXFTyY!J<eDImky=M9RBv|JvC8GEk6KS2VL
zMF9w<^p%)N0;C}M6#Oao5dlKT09=dz#|Js+$O|t%Ge^7`gbmG+S%}S~ROF5SXH5}I
zmg38h-7!=rK1pzeI8gHwIvR7xhjwyzDY(#fH}Jcdb<NqL4c<wK^GeyZXao0{YK<YL
zsoRTMyO)dR&R(|fw77X26NhpHfx0B4fKv}pa+MHi2f-k;<CDL5HiqI#GjOnhkuYBs
zkID*N^dj!fhJ*!r;>y>fF{r#ak)^F<iflP%=ywVT>)-(-JCsCl{clCz0s@pa5ECuT
zBJBHt8WkKjtj}@8ZBW6yGKrbg2UU{IJA}}5`cH0XoR=zOrI2cgV#RG%yJSG0=>_57
z<O*belj7iyhoEa<aPsq6c}63$?fxkE>E4P2KE>^^#oK-+l%9)Sq9|Ax%ZrcMWle&K
z)Y$VTSyz?^CP6atCY!>CpcSGJ=VbkG&LkbD7*PQ?@yTzi0{1-*O^h?pc9-998|E^X
zx`Rvoqt?I%pABO)U90G)w9f3Nw_}Y3AW`q*wRM`aeeJrYXGhv7{>dtSlH*SVHZ!uw
z1DUxQuek+^#y8ZEC=()9gy=G1y+d004n^#}oZF$d>D=n7VN=H7@zsKd+xi364ptt_
z+oCzHxs&K@?b({}gQ~<I{yZ3Zn_B)n3FyS?kQEEZ5H%N9;^^}H7`SQWk~2c(6Jax0
zgwWj+eyZw6mS~)*ffFX#wSSpZ*so%C?LIeFC?ck{Q|imm!VFF-Cu~p=zX0G3l>7;~
z_}oaT-|(e^W1*B5vo~PliZ);=B36Y9#cMZX&aFh;*)avzzFQl??!W)oNZY^Q39K$H
z&Cq)<al6cssv<d|Fl9YHycJyBay+y$)sa;;MAK~BSXV|ZXT{+D=*2yDw0qpPG&goH
zA;XiBMe_#}>q{?j*0A|xGq6g<z`KMNlgzE27{*!vPm|HV&g_PJ`dUeY5kE!(pC)vj
zX!KHufKEWwcn}u|5TE>n4cLimjlol#47cql{s!FMh`hLPG{iVJW?><uVcXR`CxKe&
z(5m=4r*&%993@Y$L-B0VrR4bl{kdaK*rw|!+^q=~hNSfSv+N32k6!9@?wI?HW*;n#
z1etLpITrB`cGsvFj69K3)5F6+3z-Zpolh3l?5M~OjtPKa&lPh%$#UwQxuf80z80u0
z#+SS)<%2w&7M<zFSz3{jrFa?Qbd*AaG*_`Kq4HVwwR#3Ddr$SHh7Up2q+5!61oB;G
zJb~b6@#o2L987)cWAt&qtMwG*7D9BzlBKYc(4t!Du}NO9_x#HZ2)K&GPY<zMyr((u
z7syX!R~TcjP6|9$23b5ml#mMj@8gi3Qq^B%B(PPYsFEe90I{y<zGAs#o-zlW^4?fL
z@Wwj|5X|v<yb8%oNm?SM9D13shzD7wQkEf*c2_%e>;)LZO$C;5Lv<?YXfkM$%e9LG
zk-Ci0@--$23}I-yIR^+5$Frk=)KlF|P?!ug>|~>u)V1E4aZ)A@6q)vmtIecb4f|#7
z#GdRts6g$91@Fp6EYxxjh0QGkFDLynqKvED>w1MoAx-LtGmUujbHc}x9v4}Ifm8m+
z)L9ySEDolhm$}nOS;bt&;~Zwl77dnzqC~+J?uk7Dh1_!GYgg~*=8a9GJJb8LnfJhI
z3#~{HJREC6Fj4gO{=ioEHUzr8Vmq(yr4lWh^3^kxV)F`%;`+Mc;@l6h0)^sYB0ZS?
zk@sKmRtPhn=!V8O?Wxz-3r*??Y0d*9B;z*dR2ESh3_6(9Htwb_AWg)sr(!q~HwpT>
zR{hcTwpZSCznKLy_i&X*$m$HlnlpSejLo#S0aQ|>cNQRS*5!#3-)<MIq9vyvRz)Jl
zdwZnROf4g@Qf-h_(qwpVwf%4_L`TYpidAZ0t+JY>C;AoPR37rdZgkW>qj;!Ds!FI~
zC%716`$O`p@;<$1TT5}&kidejn8+r2)N0#+c;}WgtqYI{C5<Gpg+S+s6hIWCWb09?
ze)q<x@E&XUtkQPfpjG{*(!*8l;;iubsRel21hilWTDA+NHi-K7hNuNQQWDzl+b6==
zp6P(0AtRDTngd;SBk$eVvj%PTBhlywTmC4oL+XyiK$=u7G@44-!NikOFD|6%Ydmo<
z2Vg|mz8*`65-aKJ42krWq4Q2g2FR$@&TjfGi^!Ag9)Wp>QqR>FzaNB&&@Ur6tBe}J
zwc%`97q))6IS5@lrK(9ksPwX$QlCI-){8nLu^Vv3fCq}{O(HILGR;i+$@bCVR-ow4
zguw6Mir`^a+qEJUC<JsiW0M7=VznI+^99CIJLVy|c6jN;I30E!L*GI}C+N{~#yGmr
zq#*kpYzG&n$~u{F2bsrL=cY&EQ<Cby`!DhdVeDon!J76HyNqL8q~DE{KC*lljY3jk
zoX1AgqH@b^2irk7uh^+8l&-<FKau80-rD0^#j2fucqZ^0m$GjgfM@Ltav9%@EtF<Q
z@GZmm#GVpMovgXE?q@2;SrP3Rn`rH9ev;V!h%cPp#QB6j?Hu@$C{M`Td4;D&XM5WZ
zWa_yeB@2xF=5cot+f$EWfmlk0!u}GR>iG4>y5l#4w3_LNd$cG?hjQ=lsmn`8xo@t)
z0YA2~OVsS7^wkvJCYZ=BS}*6Ib@@Ijt-1Qk$JumT16y^ycOX6TJGG)*_6?i`L}voP
z(`y>#E1)IHBK8tvvC=fL;tU@(MuIS_w(9leIB|=Ns>k$7FzZsH`x%MCj78B#!>JQ6
z)v41S3(|VEi@1LYs#6Eg2z6v-14FUvNCZod2x*a6(b+4y%Y6r55kga(IzoosafW}d
zw*8zD&Y@eWSQs;N)Oqw0!0-Ci>6&&-N06vvw6r_!H%`nQ$C49APr`5{sgFqm?%6a`
zOD-}4C=Sw2jmNYSo+klLEhsl~#$LT6VkN``#(|qj$D&l!g>o~)>P~o8)g+{1F=S;I
zfc#+9evV68&xF8?;Rjf_GB-`@q2Gl@BTW0msK4685_ipq=xYSOg`xZ!C~ULTqwL3`
zfRLHTq+Bz0(L+aksrpmS&(Q)0+-vw0XSwqNOZ8{lx$=AYTLd`!*D~ZmX2)c*hv^Q5
z?wsf=LbqghW*?3PzFyiwKk@1&&hy%ZUHwR?LGn2YIW$nI*JQ#Zg9dMT3%pfQ-jO?)
z$9dDPb<M^%9{LiNb)!t_$St}KyVH4{_;AS}Bm<%s#i@pym`w!So8Aa1m_-@|`cs9c
zR>Br^>d@j<Kv`a3g(32>BX6#NnOC`W3Uj~Ni`lp1UKPo&Ow(eMoj`SZ#@~fgEyKqk
zXfqHPBN1<x$FZO+&lVSrgOaWhf8O#MX_Zf_t!;<6TCVUCnAHEm#Wm2R-#D=H@+c+A
zReO1U(9>*fCYsx?X&vWmUp7I+^U-#Ryuw;r9n{rZx&i}WXX-*-m3qkZ@cZrIa;l0@
zbsck>0P?!*713`Do%d$-7C6iLHRtc%F<#Ko12O$fBy&>Sb7zd*iUL8d?t=8))wy$m
z5Yw!XnBG0#%YXfYbvxhruGH^@=>z75v(6f>7W{}i2uEY8Ibd9*hFiu0wY-~qC{oil
zUl%4?x6lIMk$IB5d{CV1XfFZ16Pw7uTvZC(M(pPoQ4;U#_vC{FKIaRm+G5ix&Ouaf
zB)bi6Ta=|l9Wpauf4rVd=miCR@_eAFN*WF_elvW4eJO)At&j88`o@ta>Rss_Cy|A0
zw#R&&Xj8t~=9(2IAlhkj+V^6ATDknutXl(HW5?>NHREK-{e8P}dX`<k8JaBBX;*0o
zM<(~o_;rc<=KE_kMfFg^5}*?c*Dsbk0!tY!J=vN<0Z4GSKCmD&NHK{+C+p2d`q&I^
zr}y!}2`%@%t1*VRmGpNT899jB|As^Si!1sA8*wl)G5$jq{-yf;4}tVIEcpL{B2-k>
z5R;SsUn#=BwYBM#Y?Q6dzr>-x6mh?Zs=wH#e+fc=0dN0;2bsRmtAE(RzuCYq{by~c
ze-qIC>j3{;?|%|gf9vf2uZWa(RJV06K1|RhcVOgswx6x2xMHCshh=)gIUoc(q5|-*
zD4`9nAgA;?|7gq4%}TsmhtCyoT_5i~GjMA9=PkwxyHPa#zGd(Q3EPbXu|*Rnh7dcy
zU{9K+JN?is6yUAQfHIOxTNgXKKErhF+TOEXnBdFXDbn7A8CY}}P>@+H92uiWlbKd^
z1Q#LM_S|;5*N`H<{>2Ogazw;+o|p)@MI&kxWD_Gvh;mx=ar!22Dp&A<<LtO}mHGe#
zQ6>_S`g)Ld)K65E!k1lB!Pfon+bilC7b%0_9y+xBO0XL50G=8S;{RRO|7oB<t@dv{
z&-RzT{69_kude^^LA?K=$NvKHzB=vCJ@X&Z%l|*%@c!0Y{`b4;A4K;LllY%^)qhc8
z{=*gi!3O^~46j^S)^b(_<1^!&SXvW5J0C@>E3!;kq^5vKj+wbci5)lFU}V9(HX15m
z!HSVYPC%m@kOJN5%6F8R80^qo%t64Ku3RZZ8d=;7iLD~G>AdQKaoVZV6g#X2P8nIo
z>*J&C((}1JGi@@$!U3&bG1h2Ac44%3Pdi#UDP#CK=wR@SZ0X{7IoS<?4w>SesXleq
z3+J5FfCsgddw=i_%BjdN0I$}t3Qy@I0^1A66>?Rll@qf}4EdMl$v$@X<t%jHO1%C0
z&8eY*?&sP3X#_sn``xmIirgej-y!3iuc1}}#Ux=bK=Oq`8f9Koz^^0xZuysJ(+$oa
zDxuz9&UTAr-qm^3F4MWQi2>P%kDo{0%36FVn)1Ji!ohLdI%-;@3o;Ud)ocb-+GI8|
zwn$s&l1;*v2;@~$Xtoc7jzRK|5t;;6m}&I)&kp7Y#VPX&v<)=2Rq8dJi%|ic5PybV
zVx$MBuCYs4DFm$K>r#a5k0nW6$6QBMa}|uTTDNlIssU&|?*zh6Q|6inmRwXxLFB<8
ziLrBY<VJAXUml^0j?7t()5<Kb6sb_ia!6L1R_iUBs5qFd743ZFcc-@%2UQrSkWGsr
zdRBq%H-x}#g5c`4D>;3EBV$PiL!KnN4!!0lC9#Xr@ebu%)QK>r>Z;A=Ih0t8poVrH
znGP^%xnfltJI<J5@OAW7ns>s)_jabs4a(SL*NhYwj8I7I#YNHX(6pn8Fx7FgcFM#G
z-2L6XbJJWInAmJkU+XT%E_h2wzF@~R1PaTq!ns*x<Z*4p=5aL=9amUMq(CHF$1p=q
zKoT5Zl#@ue3r)#wzo9{~c?PCxlCM=uY)?2-wUO<?#%Sxc4l24_x+^rfb3t9MCiJ`t
z6{Mo5bh~!SHIXT?S8}58*2y(JFAzz6KEr(K4#T$*aA@Y^oc0{G@QaKgct7ZaDaJVw
z9wdpvAS_~fTy#w$8p`JB(zh5Gg}4TF>Y?3&nMrK%J;MyqX36P@uvYslle9fS_e4=(
zB*CgH6Ke*K<0B%5Ku{27>j8^0unKSK%T&O5^|{126T8N&YkH5^H{W9(2iITbyIbH%
z@%d{<f0(4bi&`-gEKwV{$2}B?DPa(%MZEYB=%GA8A=nhUZfS1OUJ+eExWJqxVT4RM
zuy+E_fY5}7ggEI<V@l&*aCuphJJ*F>D=wc=0J8GXb8`de#sN36ew&itbU&pP(hC``
zZl;>=?(UB6+i%tw{{f>^w$e6VB-7zVF=L%3sU^>_G1$rbX@0ErGIp9XN!^xwjCX1<
z0Q%nzsDH+WKVv5cJHtPrl<AAx{@eLq$>uLq`2UT_*ANtu6BqkeEd6^h{nse`MdSaW
z*cI^U{y)<AU&HZ#()bLFUwZccL{uoIFWvfoxa|Ks|C=BGH;Vi}>i$=%n}PldUT0-x
z`$EkBAol<FVg675{|VCnv&Vm)4(gA^@`b|xmH$EMzfkhOOMg)KKlT3t>c4&|{8Qua
zegDDf|J47>1NHY6{W;cuMb7{GsS^Kc<G<TnM&IgdF2sM+AO9C_j;~4cuQ12V%!1Fr
zz{sc#MJM5?Z)t8QU~Ot?{B_lI0uF}8){gjWY+v@Dll>{sFfx6W{u4LHXZwdGSNXGt
znz*sKshJ}bE91YD<P3kl(Z7-8e`Y@Xxg-7+!T$FA6U_f3g0a*8$25+=%U=<Uk@*kC
z{=bE=b`5tArT+WO=1Whb+SX;~ho7~}>y{hvH-x@gf;!xO{4T`N{74WsC<uOP+49-q
z!YI+f{K|7dg*5>HVZTH|ffgt=Q1i`7ed^znZ!EmcG{v2~O)r8Vp6lM9f-^7HnV7!b
z#jhn_rg0pOt+g6m&!D0BuOLJWEU?j}h3x6NkqXYm9Yd#}i9R<e{hE}q(cbxeV~Heq
z_m&K8O7rWcXBL72xAuVUvUQUlg5dPMRx`y!cvK#~&$X6-XvC0QETk5lx|wg}v=zU@
z`=fpKb!4{!n9osQ_T6(*EYZh#bG9yvM1xNo)^4ZA{ZbQYfA&FWt;yC-O4m~h`rRE~
zf9PjUVHD7~5O+=#S_N3ZQ)N6{A3p^}@Mha!OKM?1ns=C^-<WKvm*DTocKNqQ@4CAu
zW$XZN!Jr)#Pb3FlTL1!<pd0J?pbw;HUWhaTrC20EA|FW~dtU{GAayzH3w~K39(dtg
zjwgmX95b3JCjRf<Kj3W#uME?}@!LZaiLk#>6k{xc_|F^5muTSy&@bMXohpv*?=C^r
zK7uwl4dD0FlX!jO3pT+={{X$&0hdFS>{*2aJ!r-HLX$Kg=D>tU2?pFb)0Zn2?I>>;
zF)pqN$owOlK9b@OT2fGRYzt50`1<(of{@uM7JklLmz^g5R<Bs}eGmzI0LvOcT>LiZ
zu_$T^VRP!pvk#%)WGck0apI#H*@Ond+G=7nyr0V!T;!QvAxNG{T&(2^nnSf{*B`$P
z4~g-_JZPqBzhI*kVoRjtAe5^kaahB}+5#pNJu82K2jhry*}p2!xUq4Jd+df9L%$|O
z1O%EY^h6e15>wMg@a7Yz8ehjDxBmzx+S=v|)rmI~J8@I`)cUON!J64acFn7^x9jSk
zg<j_;DhDkofbfK{v8leZ^Ly8`2t;q$S$qqGH9*(*`vJR``h>@GQ5Qs<4~P)?4LE{M
zI1E8srIeIH6noDw1#N&XFUq)^x;+DN{}8A~XdZzNg1lPRlsHOXWH5W(%AAG)#Wegp
zs!H5@YnD81Git%xYbGd{U#i&r9M~i0iQh6YqTSqjiFI@QQ{#0^zTBKbN(|$Vw;Q2y
z=)(zWo9j3>w~?<mHvW<I6Ad7%DeD*h4(KsJ&QT96tg@NXI|T__g0fQTwiShAo>j^n
zHvHG$71mBDzBDNlWQ%y%6@O5iTE=UP@<<#13{H_kXIr~2tAC%=(0ZZEP?p5f{GKsS
zy~(zv4x87M%w6jH*GK(FLZ%3qE^lGMT?Yw%`o#@L?pk+V%GNKt`+5OqMQwEmXMU4q
zg}w}7jRz1(gVm^rVSd^G!b~7-VmlXuJ*o$onILrG4@vayyl+Ipfl{H<5_jw?zv1xV
z&VwA0QbHSY99(G2&MAtZJ;T$<aUJRW1<jb<z{LnJbCZuqiaJ5k1yiR4@`Bva@QLCo
z1~-O)yQHG5MN0|kvV@g<yn<x11kHZ(oculu!SS29HX~dKd+2`e9QbyEkBsh0Vh;*w
zhEvxJCAkq9{u_tiEiP1YT5U)>P-jr*#lVQQCX4WB9qtZiC1ittb1T?R)yOH2#h&*D
z^j8V!vOKI7l`Z;*A8*$ibq&$Yp*TjAxZv>BoM;_lJH$Dj&na=yf;~4pT{reMsbtQ#
zf|jKDGLAK9b`UudE#)JfJ92zmm~>HZq0hcWa_I8>#3>t5d!o-^B{P)pnD9K%`ks2Q
zihKHk-K5@R7xr&qs#}HEq;Hy($tmLV3Zq4@#g#`4cPMTg@0tg^1+m(L*857^HbjF&
zri6F|O!ir=(*|`&qRvq1VvEzT--R@t&iX}~P-Fv3VQmV3Z>K+Du%Ko39TvAgJw7pZ
z1lcH1=NE)4LDdJWh@a=m$Y0Jl97*3X-CZ8rBxh6iUl>)|>wGwGA6%_mwMOR*p+|fB
zgrY`4Fe!!(WSJL1inb!a3i1WYx4|p|Ce_a#Nju7P&>C``h<*Z~AS@VSPYlf4Msz!G
zC%eFTp>;wnp4#hn<mwTUgXZUs#if^Irxb%KVc#Rpiw@2X--)+m@B%EVzZkxdddBJ}
zvkwd@F%nI2ngG_qR=}CC%?`H>qSXj3Gn^4OL}-sz<QCRm*5Wx(HQ#HIIY+$e%7x`V
zyFdS==Q`v!*#uDk_!!(0KJsL30hb;$Zo;$*T3!lCmE#g$gn1+1sz)FZ!8(d}B#DQd
zx#E0*6hCFH11iri%u0`zJ!(G!5+Cs}tARZ?kc{?U2dcfL9|55_Y0cxe#~;4DC3Qm*
zW-Ib=ZyW!?kQyGu-Y$ckt3rVaG+7NJtskdxQEcW2?inF4a9CU-Nz_&d$(Uk2Y8H@x
z2B)&7PIg54$RaR}%R*Ab;lM9Vp`mzE8B%{?pp=$yLi^a{-$`-XB-G@kMU#g|cRSbY
zzi!{6A;U*eX!!N+$JW1fjj?qMw=d%2Mo;AQ?BQmhrcTM@I}m%Ed9kpaxVQ)wT+X&M
z6@PcmcAlu~)Byz*yarEH5aWvG1~U=6la`gMdK>wIz&E3a%0Sb+{0T@wzG=e~%nZ!P
zK;pSIaRq6`AO4Pt+EG7<t&SD^Ok~xk-nx`WAJ58_o?BL-{NoyPiu2nE$ys>8wvZa4
zZKY3ru$6a%Op51!)(f<?R3hg^I%F5-waTY%S*4xAQF7;JET21I18OmMG|ZAN8|`BY
z8(MIc$0(c3C`78OpoP%C7@GIa1VuNA*Oi42czY11e0ED9X{uy=0Qcn%JOcYb0%agh
zO=h{bydl6lHu!+hfEIbW0d9eGa>Dec0l#B@%i}jOvx&O@Z3fjazjiWkR%3REb(rvz
zvW#^ZB7Q;OeZc8lFNvb4^1f-c6Vzh;==kGcBCVhUXQK2SEn1Lq`n?9JPr7lYyid(d
zf3B7$W7)_{bDslr!;qqr2G|7%_Sj(x0L;U(9K&%@0L&$}I9E`dq2U34;Ph0Gy@oSj
z1ZS{IEWc1Xa7T&ohr`I$b5~xzplA(5@tu-0D0j2pP-yG=I<J9fYikb=c0kDW2m?x8
z-J&soA4|OtateTK+{w;sEX~iK{@Lj;GjMA_^Q)&>fz6&Y{M4q#cY^t2O7sPFHkRj2
zD|(vh9&(hW{^|hNJRA+IE=a_U6>vX{?;laz+6;c@S57WZ9hMo9PlhxAbx2_|%P(%o
ztdtes|LTrCKfgXVY8QD%5Cvw+>j+06REF3iSYt)I2pl3B7<IsR6FySG?RG@?bw?8d
zl=;p_l(x8O)5L`5mP$sXbwxy=^(2Jw?ad#7_T=&y7Xn=<GYq0f=))ZXz8!cw<}<u%
zZqw#ykN&8fm`Lk|h=BVo7+>q*tM=ue+N%7SqmVuEpF9Dj7yK@L-l8r>-ksU8xmk@w
z#sOlV;t;Bz2mym{_yL!H9Xv9ScT)u6+vBE?%i9<I_+}bFcK3+Q$${v`B_QfD6B%%|
zhv#Q|4lmeL(OKw>uLbW}K?Je69$AHgC){|t-2nIl{rxD^b;K&lzp(E_p5iB9gz1G4
z5<v-qHk#HEv=fqj4{zBwGjIpY5V;^9@phFZ4|D-70431-bA-wsQzMPhbCFUAc;S;e
z1@~!<B3-Eav93k|cekyGt0PTQ(H~30ZBQOSB_x_p-mke?0pH}Hr0+k~%)sIDUY=Kx
zr+bUce(yZ^ebgZ-P%a@4;KPOn*3twxR@D-9vK#q)r05;`>m8biu%f_Ia76(_bn6&F
zxnaxpz$@NYIsC}q%(kJ&IzVoS;~6*pg5jaOn7mUyCC$)uRQD*Hs6KK$RQHwED<6t=
z{aY!P7V!_b&w|a5+$HYHq=o>3LBywm5IEt5UBqV-1%CkwMjg-r{xGVGRnQ4kQTxSI
zYwwsd0k1St27m7{oYBO<-KVq};DB7jkf9?ieeV8Sl~HbO64Qr?p9ye-lDuc<nv#70
z!=b(9byr78VNEkFKEyoILtZg`RGSNTRQoJsgZ2kAfthTm$H>xhxlaNvP0W~unic_u
zgQ2=REnY5N)@40PQCj?$ypH*3@Ot}tQC@2v7nQ@4y*WZ?<h6d~c;QtIZ|pz}$kR!z
zZ5sdu4LC*ZN>acsIYgPHJJJjTLR2m2ccAA-1RS0eX-*p15bI7^Hga9MlUqlBa#^5!
zrX*>Ox;wqyz4&dq-tBk?New$|_rZ5MzD9=J6I7?udH-$ao<uLqk5RneyE&)ew*3*M
zpIy6^yE#{4+ml|6FN*-E;@Kb$J4W7cjLQTO!-kYe!)M%sJQLt)rB_&z;%F!3w`K4e
zcy)LUHROPUj7|~Cd*>?buZG&y)sS{0YwQc>8kD3({h2qQ1@6eqA4|bnppYT)8RYnj
zt@WEuy3uyD#|y{MOm_!@Fx4GZa^QeJqOxn4RO(d^6^~gY#PzoT5lBT#zxVhd0(A+O
z#xnr2-`tU~)A7+cM@`0dIkbV#7&L5{Z8fWn2?Uv;h*fy)?g{x1*yz}m%?#q?OC|2)
zUDDE3vbQxf>jgzD+=2YofA4V@+g}*dthQS(njh4h4DNKd`vi`s$-S*1om{6HoiYX}
z3_~<lA5XBfWRxW%`mIViW`Z4NN)JJ79^~@r|3&l>U@2}WJfKoi6kja#oDJ?{@Nj00
zUiL;J(mhxQ2;mW?>I(Djge{d;0g2@_=C`!92`HoP^pz}!s(&;KnZ|GM?Umh^+sCu?
zYa}t}`Or@7g{8@vDZNNhDaE&FFh^IQnx;$)q|Iy5Ytidq6v$JQOJ>@~#6VJ2Gt%IC
zSdvIXHVZ=Vxegs*N(ihaqmla^+2Uw()EKbm5wD8}#z;#!=b;<bHg{O+T6ROefl$99
zK^Q)t&10@-{_K4-ax^`H=9Bt_F)7Y_6!O%UcnmIVt;a)q%vk6quF$V1v+K<%8v~o0
z^3h`@&+U$jEuRGKR4)uvxAWh^iX!Vy<RYij_1^~>8D>qsbufcXpz38NoE~=&PUt`D
z^I#fuNuv89O1;5izLY}KuGzuuam=~#+qCU=^s1g`wvf^B0y@^~2F8SKQfu7EMhmxe
z_>r0y$BX7I@v6k(RhKiQ&{^-WX6EIp0s8Lxc>7axof{hcy{-_g_Oh2iqCehtapOw2
zGC=k_c12C!8e6%;I%e9kMlBaNqiGQd%~fKou3`TnS&#0<lDoBx_WROLVQ8*ydl*1%
zK?0JoWf5~r)QbKufj#o}z~z#)To?*LNm_{z#7Vm(Boru!xL>B%oZp$O{S}Vqg))4N
z+ue$?6sqe4hi$1<<da0>VuM3UVo_|VyD8$Bq1UV>@Q{T9&eY$^W=ei9Q&glv37X(K
ztShXqTEzF4<&61Bj`frD&$r{dw)7y?WaUs%8cMs3K%J8>@i36>`i~vAupB3Jz+f>R
z&HkkD{JCfr7UqgS<wfres}{IxUlojI4qveN+2MYV9(TP{u(3PYF2n=*;$?No==Kt^
z&5lwLGhGy^WrXgF!v&D-uOQFe3Tk6wj_$+&zsqvA!rma7<$W-99KNOpUjEHeiJhWw
zR?<{nWQ96?ynLueL;E6qXD!*Y#3lTp_2l9d|0iZu5WlaWUm4L<j(_y}m%6=q+cj^z
zM0A7!%!*~%V*d|UE?erHT807)4Rd+ZTs0mLzlhNRm>{1bxiXpsG=HFIp_pqqU~7b`
z<ybhR5JwG987D6tFSsH&^<JdzdwLmeac4=7+S}QyM(=i~;|_ue#fCz-06O6*D%Ho%
zP^#Fa((SOpMdyG`=uS+yVDIKa>)u5^zUp^27d~3P&-}ItXP-4<U<IhCRF&bVNND!Z
zL6ft=_@)E{*YDjkYqZG%lrEv@W(e3aax;=72Oy!O#=+_X1*A9C+6t6W%K2V8mfGaG
zA_cftgow#fn2ZQu;*9jK7AjwYcaXQs0JFuT)2{Sy&TsJd^C6p$106E3CbDZ~rkvI=
zre1cp)<<~NfP_mv4p9fw_`^XQWIGh1_@Qv?d1iE@YkOrth&>D|r}K*fTNRr#Kl8xx
zc}3+9r$d^@nyW6(tA6v?Z4GRyjRWRfc8!Mku%Vj!#-q4nsN#o;&?Axq7pNpsVP!+q
zcb#%zMMP@F$l@Aqb2npnlA;ou8sw{>RyMpkl+-z(IMjP&XQ@&hJz4U~Z%>uricl!I
zWgVFzD#xXt&0DytRJ|gPJs?;oa+?H)J#x(`#}TP2kD;Tl!g}DlI_FrKd35nIF6ipv
zGTyPYfr5F#*ob-}xwNMaZN+cQzB8)Lz#51vX#;nqZKQ8VCnQg3k%t*8=yWgu>X)J)
z_J<Dbgri3fTOm{@`P@(-F5{RW`uO^&IU)$E-+coD4#GwfkUlts?Z%=`rQXGTuq2-t
z4l<O&ozB04$YFcu_0D`58;$Hu={GExw?Z>Dr8Ao->DCsCI1&5i(k8BSVe<L06S9zR
zQn^wrC3DY0oQm>%$=h_?SE{+PSt^S=UEOVV$jtB%uI|zi^+O_6fr+#Ep!{4}S<}67
z3E9l8K85ODT-gDhujM%Z3o%(LSr|GDPvimp$VR4#o8fxWet>r36!`VChncX}fB&as
zp-?{K6KLvcLWT4oV4lBmyD0axt(07)R<tUsUFcRNa4KD{>2xZ4ehAZ3l@6qDG~3tu
zI6cR}ReJMCNjvtAAW-cS026TddUwR45xl0vzhzH-a}u#8KW<yY;J**io@JR>FI_#!
z{(h#EtuA!?EOgUq;_~3ZfkSgGS*&<^x#!8mbM+pb^S@~ch;@45W)gj{a+bhsEpsU~
zZme1qj6`u<g=Mzd!eQkd(3k7Ky}mXn*Nrsi%dh2#^QxVPtHgU2+Sx(fJT2Qfx#;Qf
z&aVga_1{v)j_1t_ne8DD=>U?FzKbV6rHZE*0Dpl33JknO^d$L!_9PjFW)!JMg%?W9
zCk*}t9A7HJ!F_*id<%HK6aOk^!uvAUBUT3fH5KU1A6xA+I~^0bjs87)9Xeyv)%?6B
za-)w!x7)(6n|jPbV2^Me_O=A*y#4#g#G=v<QVS;r_Z{_0y(|M<4Ptg2kF*&3BxOrC
ztrpg-*;Osd&hZn+azymR4c@m6s;$*^jz-on?QCHTO(l9(E|4L~=O{*<t8Re(<v{u4
zVSXdB-%NhN7NjYZi7?Rna5IM<k8=~KTwLE=9O11ihjDIhph;dYc~Cm+&K<bVPoWRJ
z-b-(76rcUma>)lHvQrBdcj~ac2Vw<+l|*P6SzR3TgB!JU$`TT65HqUJ?WfCvLXBa+
zx^BTNYA!|qV(E%}9`OanD~uQUGvumx$8eD>qjFr=UCGqZ^llEt7ZusCF&QT$5N9$~
zI5=IE^E)M7XMe}27s>*_E=#}Ld6{zY!OyKr&bPAh%%q9ea+S<ap=u(^xA}JY>CY<F
zhOrvo3A3X{>nySQKD>lPA<!FoYS_v^`cYe2+swNa_Huzy+aET99y##M(Y?XxaDmB>
z1o85_y$o29(gD<HK;1z0pc{+;(sAKs7Dk@2X)$jII&(f~zMgD=1Eje}0VE=0>0th)
zW5Zww`+AvpYiw|q3X6lFu5MP7EDyspk+MU~ID3~PSe+hAPqo{8hNFo~`I1=AH~y{a
zXZn<f(l~71d(d<p%TcQ8bp)Pe+F?9b*5N(*`kOPM!SMBlH`ky?-b*|RCJ(^2w59nd
z8{HJR%)ePsQViJJXP`($k#nJw?%Q}(c4y>LzWL7^oFkf+hli@!2yGw30L`6)fw#$3
zeS3N1-jT$b6)<8ax^CDW86W03qd1-+NjX=UcX2jVJuHy6JkFv(xkm~l>!|541#35a
zw{F%g?K+BL(Gz4*pd72wI~e!NydI?4PlOWGf<Xo6a!&W(jrd{wo!`7x&k!KF%mms)
z#7^AucZDynkQS_ahk<%4ssUqm&5fU@gi^G-qrZ_$1m|Q4Ersb#uXl+A*TI-Z?H3A5
zUMjWQ*MokVagHn2zLcWddcM0+3&IAqQAMZ)!kT;*e@o2e9S=y)p|Rl&FaelB$`#eV
z`MBq3bA9ZUq=zo}fbRo|UwcCSmb90OS4*}LJ=lS^Ldr`M0fZDDqf$eUI7OOM4&$yF
zyJ_<yC!+lPgb@2&^T|%90O@(^NAWLo7g%%)v@tA)GTp1*n4%gPg>i*q9-aL0?P^Mj
zfiqNG6ET=UBHE3M{M|T-tMA$Xygps&4FJy<LO|)!7qCxJ^O-0;42}LCBJS<4ZZ?}o
zU6-JPjo1ql<q<|Gc7}L62byRoK4b>4O`EL1=`&d^B36b9$YHu>&qm*Gu3hIHGC6)g
zQ>QhTh7B*dsqRF@^o2^WaFLc>ju&=husL~(U4orF`JKs6c8HmXW}vrVJHl|_CQ};Y
z?oZgF^kTAiX2)yx)Pk`XSDAG)5>DhOthl7Y76U`2;udNGsTf6oKkmU@hm`y(8U)-u
zSwP)DBG~D~w84goCQz%bvIFwAp6{4;H`T>Vb(@QBR)7kp77x4ZY0dgn9OPqr1|^gl
z?`Jajp5GjHaMuBz9+*t)#{`3TmZ8DB?5Z%bOli5mYxn|Mt9dka!4Mcw+XH$~av%$K
zujlKa=29<IS#zUO8htakvV-cCJCBCf16Aeaxg!0L(9!5ogC!N1OP5J01DGN%_DpXR
zgn|uBkuPvAqz3J)2V^K_fgkk~6;h!Khxo+dRRvOwou_F(4kCe{)z(`ro#SO**K*^H
z(Bo+e`Qz1e`&-#3Q6tEplV!$>qwHY^)m{G;o8E<cZ{=3pH`@|ogI$eYWK233ZD2BN
zsk}L!9$Kb&;-+&>*hBi8>a+oURT4Au&i;fVkVz33;yw+Ykk1*1=y7b0(x^c*wtk|8
z149q;Z(su{_+2Uy@Y5!)-*2jZeG0b4AEga{Kuv^<khO)Ax}oD>r3brNBsT8M@9yhB
z^d5uX<h6R+6MHy*&BNVg3TsLDeDH6e0FRtpdf3{7d)azHl<42)>&DPs;-*>T$a!SS
z(bUIPl<mfv%Wfsk%zWtIn~jIbMXZYx%~mXW2SOA|SE%aOH|UL4#zXJfud2#9L9Ijo
zmFZz3Z=Z5@Ebw6DFMO9s?e_kne5l?!`8315uroDaf#(U8FjC!ij`GeajjOiS8ebMR
zGxVk4!35RueYop*1{pN8{LJK?DX4s)d{|2%XEBpZ<yU-2{D(wH>^l>(>2pG9;vn^6
zom&Di?KSQ7Pj=_RfoZ*!C1z3{xaII`lh*zu6LHy4<#9xh4Q{%9>0k1U6m|)XXTRAq
z?DA}+<c+VOA`*7wgOc<e)W4&3x|+pAK9VihFw=HAk>3<*GSzavo--6h3GReHp#2~a
z3DQggB%tOnh|`~>C`DnP@{v9?OA~z#w{;}@p+%_h<bpU`T&3&dfRD&^7lm$9^=k<?
z6`znn0Ga41p76mHRWc1MSX2uDsBnVTpcE2lnR*mkjw4EBFJUXz6HCox8T00q@fStV
zE|LL<i|iaV^0l45K|3ryJ1<`csmrL-<kHt%jZI{WV4COk>dtX&nR8=Lq0D5CLT>Z1
z8pV7E-uJf^%x`%8hNnzqvK_75h}_8mdx-E>o>rdkX9UafhIyez7HLF8^>4>y6W%Y}
z_p(tW4trSndZz+h;e0r;72L($1X_fyn2OoS2h5V`uyZUP?@0Wj5ex}V(<tkPH5yiW
zrLS$<fDN4f<i{I3)>fCO%Pt7e(r*u%?pV6C42!LiXRC)yCjIQN6<<8-JvM9A{dOel
zLjrnVF@3!b0XK7)n?tT8{3>DM@uWUaYId+<em6m{I&l6kWS9l^Qi2doQC$G!-)a#^
zb_|kej){SdYF+&@s$g@Jsj%SUrhHAtG^HUoggfxFcsw@b6r@0i>ukGbV%y=-?D@|%
znIN?}w>v<Z2Sk<euB{IW83MJeI^`0*;7Q>dJ=gwN&WoREGix57%LK#78JL|3FMXm5
zWN9U}T*)v`TeCFfWkwH_dg4ufc-b04jnJj>Hj0JEjZY3enj;RB^WVKHrgGA9f9xkh
zmyhh1%zLy-N}MRf-!VG!Ny*AElK4K3p==W#d_7h7Qeb>9B~RI(yW-`SD>2h4_LbOC
zw{GQUDvXcYse{@+|6u`RS6Ei%8VsD*)AQkdM^51uWkgHbx+cGyAoYVaD;P1?N2gq+
z+M<r)DwyuM1?B2JoG}0|cIU3jbDJZG1eHUFfIQAt^g1bTnhB;{p|@&Z^E%}Rd+1aJ
zyOsVhWL%ZtYeAY?t)P1gUoZ|2jYb^=&YTM+*|*;7Sg5rj=*y1J2k_2Qs7x-e>&C&}
zP7_AAmZNE&!K0DX%UK~eFHj%94u&AHDP4c=s7DkVsmD5Oy!x}6DQ?pPs5|8sjdyA<
z%=U0y)1}acD$NMZ@0w$+)7G&KP!WtODU+DVj1M#k8of?gaBX4hRwl@?YGKosKzO4?
zD*c=wunb-WE&y>NPd>|L99dpHAgoutMGjDdcJr##^3<<B;h{+UX;$M^aVY4qw-_)}
z5^h9oN(?kpspDv9yP)`}XzT?9Q&HkRYP_P_0mBqpaAJzwBy@LLJ7tIa@cqv|Fw$YB
z9+Aw67iO#5(Ckbx^~;zVPDP|`d$?yk-v`RBg09#q15BOldZZZA%n&nVj0Wy3^YKX4
zhWXh2k6+<9M;?Q1dmvk9*j;XS`M)i3Jj<bth~*c-#OFdim$o9_B>r?B*8PYGu6!oV
zkuYOy>n#a>6xb6Z#+7l~8jOCFxX<4=ETvQ|(Ku*qpiX9Lm#82>7n%YC0WZCh#ua?^
z)d42dIVQ=n@o~%IV2Q#dM=ioIW1d3Edgg}*DhFNxtiwBE$#V9g1@r`-0|r(BUiMY+
z4fPcjd-0m$J&`rMg1OjZ0>4@Ye(DBxF$dtY1d!$4U(IAQ0pQaI;IjgdjcR@WIQV~<
zd&}TRmNe~B%u<P&nVFfHr4lo%#LUdh%v54#W-2i=mYA90)4kodyT_*Io8JAgww7sW
zsR$2G3lGcGYw;XE4)}Hl_!bG+!M)WS<#OPA^VOUK_~{wg^|}3hZMEH$|G5+RDG2y!
z5ZKjq&VBf4@AAgR!spoc#u)f%Kk(CMA-)anzq2!cqZ0l=6~1hk|BzWSed!qgU%)eJ
zLQ*P18dMtkwkE>n)}{vfjt&yaLjMh+VW<CtBl$vT{)wWp)Bjzw_dlViUtH>6;LMjS
zlHtD)C4W2kzu^{t=Ux9dzCt^;)_MRRUihne9Fwx^>moFVS9F|_ptVOE90k`?(-gn<
zUu?PB0uObFQ?%?I=SEk_ZcmB!1bQCoeMr^2+e1&OsS`oBy&+yjVz-&|E=$jnL1yfK
zZz9g*!UQHK0od~pO&-9)&elf1$}?kg9?2$U_so7RyR(SYWhWvr3tZf`9bf89cV%Jn
zuQ;l8Sa~$(GC85Ut`!MfCr3J$Bf-L^ol!FqLV{Xg*3hQaz;E?ggoF8=&E2T6;PwO0
z;$w-z?0L5{UOUYpqb)?E0r@KM@%teBSb$R(puLSP{=d8Ae~io@!}W&}@$XL4zg?5R
z#_)gRPyfdY{oe^xdVCrNW+r?Nwl75}1M~kVf&AL{FH{Z#+ZS;2FH{cW*X93H0{O)`
z{YB;AvoL=Fp#QKvva)`$H2<(YesNKMNE-iPdt|5o8|wV8jLsih{yO1*Fgkx{m;YjP
z7&$op1KDGxincWN5(@9(<kp8TI<~aD>c#j27>GUvaytWyrgMF}P)|lfg`YF(@D1FV
zK`anKs)qGyS&0I&1=2cqt9Qw2ig47tO6RF0%A}Hf&Wqk4-K0>Ka&meZU6j#x`=W67
z<}Z?AIk!Qsb$py-%Vo0j@ogQ$+3?*1#mrAe9>23@x6+TVk1qacwyy}5tH&~MuN!rV
zwgN;A18Dj=D5a|#efx?OU{kZqbswPLN1V4_SlIU(WVAS0g_RbZom+_UZgvb>#zXDq
zCETU8mCsXpS?6Ab($D9PCce{xPIujG7jbl8)xGFAhIU5|&R}1N-v9$nAdndZj1)#N
zj`c-quWU-3Yopp?jE`e0+0%Ch9s!`6>)udzQ@xD=P`=y3v!q)zkk;#6K+&htJ4!KB
z$`XVNv}t>E)<#R?yq<M&Y|*`GN<))Ivpg-e@$6n5jncSWaNS?EiF-FZi1)O;-q<3!
z<ydfq68_P%YKoIbp@}pUYbvP{+it~ltrBKK4i~41lPkEAEE-1h{GeuGmC@4tq{jHD
zAGNOr#ha74oO{B=^d}paLcf(KSGN`O<erGxNrk3RhlZz@1vKOEO}^nO%CTXi><IGf
zYo3n}J|Il$6pD6Y!3*^L(kd!;65<D>53t$WhTO)|=m*w4=^F~KqD?Q}0$)EKF5M(r
zp(*~8RJ^C7k3a;Tj;M#O2c9f&p%U%)2WkD2wJrCZ=eOh0u*0D&E!JC0PL_v>y`xf_
z$V|_J(*Ru@@w*2{zQJw-C#QxCtI8R1cB7;8GWx*4{$Z)6BMQjI5IJcW@o^r)j^VGB
zz``*3j)*KdrikVMr<mPnac`u-vyZ*xn9qrc!4aGKt?a0V&#f}4S_*CUU1v~po?oE5
zsve$lllZx1nJkMfC`_TLSEA9o8<d?STm3*5^W&(eR0x3~OGNSuMJ13rJu8Dd4UecQ
zmN>o}!v9EGgDP6P{$)_M&DpBPt#ijQ@?rtWLj~hQ<Do7;e)UsZ%2VFUVlD7l(MKvR
zr4vm%&y~5fjD6t*E5B3s?mF|x<9?2oQcr}~brRt{6KE`FWeXr^(aOI41%TZ3V}+0W
zWEj1A^l0M%I94=m*E<cw-Gfu!5}9BhEoMw@b6vKd8?aX07TB`i^9-yI{58Tqsc=7l
zXKY5@d}Y1<Opea3tfD_l@wTmDo`m)A+z-TQvAZp3RmNG9oTunHh=ih3GU<?9sElNM
zIwFIJ<eVkqcs>|xbc;#>ajXsoR2AliWu})&pfN00q%CXTd?^R9Ci-XuikyboG)y4m
zU>3oytd4<^zZI3Pg>A?6x6XMW&g;7!JD><g$kDi>l6z*ErVg?Sh04#{R<rin7ICyv
zPmv3i@H(k=WUogvF3fp;AJl#45s#^~SyWM%5odL2ieJ_U`Z03>rtwDfLAd-YGt#rp
z3}7DC4N`MLKfo6Wave>{%oruo)3ZVck8NLne+D8$Bj(ZzoAHq*`A_2xBA?yz2|;%l
z^LsTZjq;#w`-wn40kW#TzOkoOh}5Ga3yL>62p-VK>J_dT!9j|;y(FF)q|oU7a&`+s
z<H*XpOQgymvN(Ta<D0k*;#j(LzD*p*=J)e5+FG0k8Jh*fzI@D}^f>u_=-Kg&3@(lA
zaom|@;CAkNE0YZ^gtL<(0L}_?XBCl{EC|*vyBEcC%dpiPZngVb)Wq`-nyjiSj-n!^
zJ6z>wqt;)=8^kPgKG#0T9^b8fKyFfVMq!ALekYXLbtsk;UH`hv^q2#wsUB}(2~Hz)
zn+=JA;@1@zrXAaTt7%cDLD`=PmZc=tCXbEr)AOtdmbO7a&>0OSpAzRKc~<T@jc0Qe
z)gy!Rg_2*)2}FMX7T3+SXO^e?jfVL5D-1v21yX;mR(JWEmPd%UABHUl&jxB!Uun&(
zi5i&Haq4W1OrvtLBK=?uERB(s9-tJ4xQbGHHG@)THKS5%HT{h^L3#uITw)Cr0kF^=
z$Zdh9qdtBYE68Cw@MEHbT*L5M`|tDXI>sB@L>ay}tM{spVxJtXCElV?3Z(OBXW0BJ
zdar_+aO#DZF%^?0m`3SF@+k6Xk!v+%EQAi+USw^3Y}oVQ<tdnspN8$hOUl^B?U6+_
zeieYOIP{<`Sc68$Ni!qXf#<>3?&t~nM(qS|_GZ)rm|!|=@)DR08Jp89RlyRla%Jp&
z(?+g{^dO>Y3w@L)JL1TZp?!o<ClCk=(<qH3h>Nh_0hI+~+d2&|JUbjbLMZv=ZWGqH
ztgJ{kVkGT8*4@-2I)@AT&QwD!cS@X#KXkmxy&FHMI@GrM>RW=Vx3SHw-+6NEt_kf-
zPx%H_Pc9d?lHc#eezU*fPs8zyMoV7@hj`)ch~EwzO+#**+-{9d-cPw%M6~WNK;Lc-
z4UVRr`2Y@><*)p^`s1(pFAVIA|Csv3%J#4SkN;VK{4cz=g4B0eRh9n>ugy;XxA`Ui
zA+P;4!|7jm?LUf$zsk-(!RSBA;{S?0|MAy<WwQTh^Y0(*U(oc|p8voH{wF~FCx-o(
zcm1zV{iEkU0OUVm?602w*76@)zu@bCg{}W~_J375{~XnS4_p76!TkRpZ2h-+K>u3E
z{YC%(%XA@j`oB~9e-&~J^z=;sK_%Cz;pVBlaL@NhbGuoQMpAD=%0!p2Qb$K@B#tjM
zG8B&<%I`0nz>ja~kDf2zlZy{OQ#L}VHvjd)7zlwxj!J?2Zcf#tLbY2RA#UaK)46w%
zB<(rtkyLo3_&kK~?XHvKans?_>oNPa^Dx_E(`&BQQv|Cd58A9GW1-FxS3Kp=382n(
zGCtYZPKVF;I-4U4r;2^*1@LI_HhDr9@$i`p06F?OLKTk3h8;S0ZDn(jkxd6~_crJ}
z72$A{JW^>b#c>_$@V*mWl}?A#v}FAX`DT-Z<`M4xTS~0U#!6iwjn39B_fY9r^5zD^
zz|>HS`^rsI-b*3iz6Tb>!O4zYY(L?)FA&Y948VFZ6ga&aW%6$pyY-?yE=0*L035n&
zmw8X!@U7N+(-`j+)@>!;A)g?O8;kovHPlcr0A-M|*Q6NO6!9tj+!%f@cMwv-BtjJY
zqT-llezX<n7($)^;eMbS_zL0G$U9<0rp(nCEj+i9kR2hi5y_f32?CPe9V{~^4djWF
zy27CqE-|;jW5Z-&D5jS#1FHpK&#s_u!Q8M8y%IVA-_$`Dw#nL~!BDv}YR&klg-!(X
zi(+Hnc}CqPRVBb&(fy}f3DO9LGkr!T9KGYQ^2B3qBkB6|?lc(f^FR*Ghj9;MaBj1z
z32`FPa3J)e3@6{C2PZ2>5$ei^pIe9ouhNEhXQ04&-N##rYc@F8R4H@ncm#3I?7(V0
zMa7S)sSz_lqsJyKbpy#pOgVqD&)NGNNDqS7rbA=h2Rh2O8<so3pptM=dK$*c#seF%
z6~=AwWJ^pUr4H=iW}%a>;u36eX`D~p3y+k^>o@v%<gOk<O53>uCGq0@H0_wIJhc8j
z<lv^od3e~7*+XI%){(t*gQ+t}<(hp+xL1^|SbRpz0Z{}o)?3gKX-c$bJZ>Z#FQj;o
z_nW(4iTf%nZrMh`4U$-Nq*tdhwQqnSEiqnXB(LDQLWqEj=qGw9zf_nx3_VEr6|%HH
zy&F4W0PN36MX6HnOj<Sdk4t}((mjpTk4rjeyTE3-DjNtqTjt=~0pal(*UGkijoqyw
z9IBd<N@^ajn}#GYt`wR~)tQ4TGiTKX0+tZG6U*knb`9++BIuMb&?@?KE9<N|+94XN
z9pj6pn=3(=)>HA~yY<jrHv_xk_BV*}@|MP(kq&uHH#yUi`o0atP1lA-OSd^#FDu*&
z3%8Z-qjG6W%hqMp@~?xs(g$``YO6{Ad@jnD&!@0Ig@fK3ySU^!w^5=>I|ser?}RCt
zvIJ_=MC~Kgp)rlA0(f9HoKalWYwH=-^+LkG0vzX~ixm%7)f@_7X(PT;X-6ikk|Cnd
z(D=<=(VqqP;|F-9KJ=g0AZ_A9+gVKo>$t`c3!yshw8iuwyG9HcT=sCg;-0$nU@U`)
z@dr&&0}>_k3Ub$e9|@t~fI2ng3sffe2j4*ksa+7u<!j<|MwTk>bz}zszkX&5%i!!o
zH=rA)1^%W~J8`deBWo#nMz1jlLmt36uKleV@tYUJA{;8Y=yA4x@s7GHEHBYx!ls%>
z1(P$u1DEo5=;b`zOP0cvw`kt4I}sj~55;Q8aaTf^534YmI~<mu^qa*q4JxrBg#nf%
zYbEebd<$cidJ{7O0|WryT~+%Pmjfa0dext>JVkhmsT-0na;FBN41B;zq=yv3iOd6J
zJJ@#LA)=3o<KnOx{pRCX_8{w`-r^+-ek#Gv^UQb7qqHSw%TyQojIK}I)o3nfF&f`R
zERQZfFIV@#z_q|8_iJEpV6*_J?pO#KYC7){3>HSNN4ub{$lS-7O5lALlTCo02fV?$
zVR+8;6sk=OXH+~^25(H_6wk`@mZi&Wo{^jF&g<42szrXKehnM%_d>UdvX1`XR>6MN
zK9gdu<%VEqGM0yS;fIcP#)$NPwM7oO;*G3#MxE@%ntf-e72@*@BL|p4!Wt!Fab1en
z9O16>JtH8y^8OybkB2M^LQ?FQm{zBBuT0e#c#`ie;xr@Sh{+R{ErK`n>h!|%g7tzG
zYzz|_S871ohiU>@4}IA=&igaOEd#dh_p*jF*xI1AN%OSBvdi+Lk%e*0h`UkF*oVJ~
z9aMATnt%N**vXki$=H?-jD*PX?Y3;H&@Txp%i$H*<OY7WA4^(wkk=YuA8JUQ$yNFG
z@>n`Smw8PW{wy_V*|1YX-ZFT;j|xhth6&nNgi2s=&ft@i@38?I%#I;I=78N(rxH%Z
z5VXwC55yS@2CNuJu<ltZm5P*m++>Cr>4dQgJ5`p>L7fx&L#I_$lgMr^&?XI9DKn8$
zD=1YRwX(}3yi5KfZ1XVs6K+I5f_GVj`dPvjzXOq^VN^jiQ@z#OH&Y3k$XNB<_3vMZ
zs<!A#E{PwD6*XYa`TKrrp`<?Fuc9}1{vJrhwbo9RKE}i(t_!gvZ)6f0OavlXyF)K+
zrXB!>N*c;S*~jYQCbE1o#GE{n9iH5}(^d+LvM=F39qN|KQVIAvGOh+M%CSSRp!K*O
zLP%g{g{nkTkJaZWWtjQ{b#1mNWa8qc#%+Nt*=EI}G@ND$C743aSW45yn0@{Y-k+*&
zf^ex0v~~2J)-ri@dKsP+D>x9|SSvI>e0S&(MDA8lRqcY-q1lDbQq)#oLnwyEC?V1Y
z{RGp!f}niB$mC9a5fz&KrEB~;?e}1dT1`dNu#YQ#_GiSLfu*{~Lo>QuHY*GO0)nla
zFh_qCha#CZa+5gBYIv@PEW&P}Dp9XKEx#LSAjLe!Dv}8gl4hUw{nCILT@3V6M@@&A
zb)!UvygJdM&BbDLZ(84rMsxWq^m=8+#(U02>KtPt(XClGK&^b{k-j!$LbAoNtX=)x
zcF7veg|nSER}qKErd4SREwCE`row?Oq4l;Ctl;uOD8`YDiFCAYN7W7lK@78~xTO%t
zFC4F<f?1dK=s}G9G8*#XkGRqCo=9duC3TD{$+K3)c@)*=a*y40Yt^E1oTRX8aR$@|
zCpHrz|9jX_r1fx~V9bQz1goeh!<sD1S{zT1au+rOXy_1)9<^V;a0etgFj~@PH`{_s
zVRx!-3T;a|5KI9V9v!uXo|u1F8xk%4!bwIZ(W&oYBzD04m6;K||9q`7?Q+~lirL;i
z$a;#kF8Ji=;-c8xvbpOS*fSD2EiVc(KuNfVF#A1Z%3u#QzK{cc9VmQ(+<+76`%AiL
z-qc490xfnjRt|R5EUF{~nwJ;^xDD7216z>obxk1~zLq~DS_DMQ`y~PQ1z4ceCsSXZ
zeyhUBHMy0zV9Oboplja*zLvKVger`bJ8)kTxkFH>?Sjv@of9nh?57-rY-VaUC=QIG
zEMfxgeJ;V40~7eFPKrPqjO078z*G4HP2s@ek4N}yXW+j3PmCSSkbO~t;(~@|Nr<VZ
zX!vY5CJ455<i4o>_)Xs{>cmzB;io43Kp_eJmQ6U9DEjuREUbf-C4uN{#PSfv18WF^
zFgw^;qrxy{c-~|jU!2tJV7j$IbXB4#5ses6G>&f>4BC;$j1?9`KdZ6;ORpyO6!vcQ
z{GTMF(SmrnRX|XstPgg-q&|xXF{yjvP{br%Q(-BX%!--#LB7SxZF$NBnFLHDrpg5O
zsP`nD*`>y`HSI>mb;BItQv2Dvs<$@!GEiGg08+Af<Ji)nIXu@Z2zs%uRv_Cz@gs)m
zU4iD29FgXc`zhNXyrA?%?;uSB2AK&N)ku!Kg^UMrBR!WZO1g5P^ekK3>R|aueO>V@
zc>GXjunVY+N#oMaala?`zK@=ciiXSmHdRMcSJhNq)2*$G6+}dDAELB%rpjihoeT^_
z4#@B6Y0IPvL{75BQ#H~^&%Y+Aa6m08RB3I@GNrkE&^=%Bp7Ftulme5I{QBk9Yudyn
zMn4S@zyX_1%wW<t9+_18j+>=gy7VNFJ@Oouq+o&K-G{}{Gsjw)97^|inp-NbD+wir
zh8lU(ro@hMIMfhZ%tmTo2SV5n(@QSBdbN7&RPfVEcTRQRIC{>QD)bW%ue!q1*ui2(
z3#$?X;tt`xt|$Te1g&zV&G;rbAqy@4)Age0`*$lPC<jwoZu}iZ)b@epYtJ4~GNI#z
z7a3W~k}~FT=5aQ9L)WBq;3PtU0`)vL^t*JBl+7N$-U@m&azbJfBc-k48TLCvMD(9M
zPMdj)b|Oth@_Uk{h`XttGd`%2udh<z2+?DzBFe(T!s4tZMb$Ie0eO+@*w6;Qo7uxM
zZ)QiI?4!jzXcwcOMrhFC$$o>YBZ76XL@ROj71GQk<12@LPv|xJS~+pBH{OmH*k6c9
z@7XPqAr4Vd(JSDEB~LSF#i^s*T<AebszeSv2R9={y?GmZ#s}$~5Bt46nR?}W=G)@Q
z`IKtN9`n1sW9t&Wu+NRjozLW;QzPjE!EcjCe#9p|A9B~2s8qLam-Vb_c!5zy37O@)
zDE@Nf(`Jarw^{;-r&Qv~bAUgz?c=OV)diBs6&)u0D7!(%^=$9=%pa?MHRb-&Iu{Ft
zCk_+`5uc4$z^&d$(gVUcbs`~t4O>b*0dEIXV$6LH%*)c~mE$JO!NYckLHEZGa~Bd8
zzS0OmGw(ArOqe;p&jVA~>f4b8%yMqfnf}&mEX}+>_r2J?;o|z#<&J!4gV#`>PC?}J
zGU}-4+F~Tp>09;2n%&cJ$O?~cWllB|)ywcvk5$?SRf-SdJIUyvs@Faw<Kt<Jx94Zp
zq09LuaW(-0H+U~gBxe%9eV(9-c~N+xp|Zd|@x9{@usKPbL*(*>&J%|p>G4R7CNRYG
z_9#W7SoO;NXrsEbM`aC&(k+F&2=}0pgWrRG2-zaAAQVIjz7Lb+u^~sJLZzOC%VC<B
zaMn$x__VnV_Y_+$eIph2kjq(TIYe9$Y5IJgrpm8OLw{u{Fm#c)b)io*Hl9=OF4b7<
zX{yht%&_FLx{=IA^6UZ%>LWxpQ~!y7+#xcdK%!+&n;kFvjbZ^_Tq8xJu#5G}y^04@
z6*g5^c*rK3KWEWM0UNmJL2e@nG?^<E!X&P#(Ag<zw1Jr^Tnq?oAhhsMVoN$WnqYFX
ziXGo#g2fC%R;!oDyJbv|(TGji*bGpWA&|e17FDI@GOlTFw7KT<ep^iJDz`%OO?c{a
zmoUj?@A$HEtJ54St&t}6jW^9z3^s4`4f0y7`s~B-uAHraPIpzR<6Fq%8Sl+NGMaD&
z?~ufqF~}(GVUVRIrdY9Gq|(TQ36|6Wqu&0$Ly(8+Z+*-21<cI!)$pbpDt0NB_tlSe
zY@x21N}-o0oDTGz-E9?aTjYBKaBn~Qf=;%cjJzRx#<ZVC!m=5mN!~d%U<SoVNfKpg
zg?`>Cp5kA3{^X1FkR#jt-D3@YDsqui=3bRYAd8$({vchDu*+`!0V;B8E=cj+U1JDK
zfjhWY=yHRgu}^}^IDk?Rwk*qioWlgb!r+im%DwX8hs4CT@#%sdyif8Nc?T<PXKP^t
zh!ra?7M?;m;T}Jo2zd}95)ZP7jgdv23M`|=q_xp+J8L**n(hc{o3=6hk+58cQ&ALD
zc(&dJqxn`Bc<>deY@#M5>4sx1N7UD^yRBGs4%erUcbVhRkDf?+n^V+pX7fGY;L$LD
z=E0)Mbs%0**Msmvp%m@I2cg#1yxx>ILhnI0YQ-*<?>Q>srck<=eUILCq@<Gf>`0}Y
zl)61?#2#DoqA>9YbPQQH2}!u+s7p*N;8*WUN?b;2<zMYmUTZ1z^-}b&9^rIej~RjE
zJ~|~@Bj61x`PI1UGp~iq9iakoh;SZf6z3Q!hE&y4@loMDV}Cks_qs=iZ6yt8a39+T
z0!Te70hFp0285uf$4ufop^qA>(8E7}NRSbT3YjjhM7erA6J!_`EWVa{9n52mJv!A-
z#Dt?!$bBX_@0PPfCc5db5L5swT;K5!J#;SUu^GR(?mo*kS>mp@&_C#JfcH9eDC<;3
z@1Z=})&OIplrF*h<qB@j;;b!rJ^xw}`;phAVT}2Q$Af2G>Qs%<WK~YQ%IDn1!U7k#
z%d(Q0dw`_M0o->wPvg0!L)g8#7O*Sf#IBxse^{EKh`ckjN~2<9Jf9vxxm~ArBy&!M
zgBrUZ;6JES5{(vL?gAeaI5UKHm^9Cy(n7f?sdbqGX$>?L=kQ>{4+x@ZNe7brGd9V!
zq;ZoJc0i*9PD$Lg{gdknhk<C|1sNJ<3m*jiae-S!4oG0)AeW>&&CY&j<Q~!IcCw{y
zs6(KVAz5(}rs6eYYK$C~Jo2*QEz;_~&K73M#L#*4xU)agk@;M+%ye6r{^-A)a?{(2
zH_h&Bc+S?%B6?Q6Vt0Xg__k0R5ea)g8(sW>n-5jF-pgn1F(XlrN$DrU{NoOCXdsp{
zaRl7bsO|>cEBh^xH|Ngc1NhlvQn#It#pgsNdns#4soqURTxQwWz7Wh9+Y}MoS$2n>
zf@dA>HR9p-!{d46aN>4ty-HB{T%PX!RV}OT57fhYjm|EYpiUV(Y;d{=$<@z`+&v`;
zZ(-*-`fRh{hJGwFk`|2QAw%mvM#f^*;sp!XRbd(;B{#)*#m=L1_736|0yYO7c}y0a
z_26|@z<M<pSLodsoiw!F19mv3ANCsVtDN?#Nb3v4f>F&1;-XPFG=MbL60?g?&%&$r
z#@Ko8TU3<u7T~<5cpKMOl^kJWEt>YlmDqge_eVLQ`;P;qcXFH!?s!t`(hK>=N@#K~
zI}V5GQ03uxV`cRgGsz<mBERxCQIa0<&PjKNjWQEzXAEAHGLguPc2!e<=cV@zguMy7
z0dJ9S6|UwqOx12Rvvtx*VC<SJN%A|W#Q7ii#(`q11a0PtkL=dfsc~f)|M~?}(}bNg
zRE&Fgzf!rvffclG+`ouVPRQf>46Sv$bS6Nt>TJi9+`!s@-b_N}REk@<ly!FRzZL8!
zTZ(`$P@w36O`)?Z1(my5cIO{Ri0NmejdUjk-|6p(!&%=F^L$gpW9^vNFstNLQiada
z8IM{3EnTwEe28{NqmJtJd)hSp_m8b*@J%?k<Gw5looH{N7No+r=U1J|J4<b^gXG8~
zF6kBa$G|9HHybCN^>@L>>b+|WJel%WGE5_u(Qsamw!>)c>P${<Q=TM>bBR-gdG809
z)M?dG{`0+w%(O=a-hL=+&?&6>#NN<PDBBVC0?9l$a!XVL7~jz!P1{Rn1%ejXjOz-v
zSOOcuk9ac0wCKe7WZ*Kvo>_ar;i9lE5Hm;#`aisE$bAmpeJZBTq$W37&eZ5UOs-~?
z37)imXZM!QJA8R|ojci{+Ss>1+T^?F?533SQPS7M;~2PW6$2B}jG0!R&m>nm*F~FR
zyaT$#snk@0@%;Ch8?)X0-Lvycb9HD<)!vTqHS>q#uCcwn^^EPaMe6-+>|tn>Y#D>b
ze<mx11CUozI>k({ib-E<3t%gUHL7?F`WN(d)+(>VLd*`OS2%h{J+PP<CX;lAX&3NR
z?n^zzuVXjxyRgs<GbDI&l+hJCxZn`-bt7hpMQepUoUspNW3r1+ilx9cDLz~rWz9aZ
z{>C4cy!7>hCyXlS(aw|y%>Ckjx50cvGGS(Vr(4+`AHwNem%*Z%UVugUH7olry;NM8
z6T1_(s=Q|Jfa+tm$~SDnuc~h^nR3iNQcE!V$FNal_ot~UGZ%godO|i4w@#Tgl8A(2
z(>%l$#X0xeR61$x_l~<JfpKVn;_Q=TVklK$DuoLtp@pIXZw7*;FX~-YVub{AeAlIC
zzBNm_Kk_WN1p|#&_&5*Fq#)B-?t15VE8&EHKNOn*%>N9i2p~S&@P0)C<^iXhLo3J;
zsTKt<pi8&|TxS-dzK}7leLOZCH`4lCA*Q-}Cw!K5ZvPk^$QsHrXY?r>RwY-4`d<3I
z3!{|D>sIm5L$yq$O!Wun22LqXHr(aro)-of<^*oWs1Zhwi8SLH&CvJ&wU56&;N?BC
zJGorAMsFb&HD4na4EFDl)ugKNgFQ@|L4l@ND+di})Eu|Wt+D5~CatKsVjS=;Y71HG
zshY}*Zcg-O0s)$z!tDs-s5lU#X~S%N-VG!N+uDeAO5&vZEbf*%0>6>@qkU}f9l>76
zj$EJy@`gJKg(LX2ASr+#C@@(rl^_OA<EX?*IZNvRz(zUS`720ah!bcquqe=PitKo8
z32h^=y%p}<>P48Mtb>m1ZLgb&*V!gWi;wKFkY-Xny!IS6mAY&$CTqLeySv>yheN!4
zG@1Q4d)$Y4IBW!hx*xKcjG=j-wx*^W_Sj1^l9(J0tWZi@#)=AMw3=_lV#a^qWvG6~
zDwD3q#9qNbk@NiQ1D}%D-AQL1<}Kbkqn=+huP&)aE@mMXloY}pLS~+0j1n~MC-K#F
z2iBWMM=~RmnE@s(Utq-_$Gag1%kVd?AB3g5a5eq?ia@*QeZFmMZWsE&24}P!a)Wxb
z4*L8Wjl+G!a!{6ll!fGJVaoG>&PDZ7UKxNQ0!EUD8+Utppmf-@>z*Hb72dexa^~Z7
z%rHk@$&BR=2KNT00hjb-<%!t!xX?%Q1nLPko`_5QG?*<;fsqZ@J3l&SVLB;ZZLPV!
zvRJDp3!OY5HAv|szWbRsU{g^Z*M!d#bcZ+_6Fbm+B_*Ci0J|MPNzA1PrU*HUT)0x3
z2YuROo4)<L9Oc;y(Paz5=MI90-5Z0^yA-)S7^l7UnTgO5c<OXBfv2#^>#xh~ugmSP
z%jw_k0Ydk_b@mA;ZAz2$?}ElZLZCmwFIE=zf2`ij@)hd+6a4vSB=)}qjbcK=iW>hS
zS^V!*+n@5r|6C091uy-J80sr_{72CEe~%OYx%aO~@b6*aR}lF}4EQgPzXy$9eyD%l
z`v2(tKl=V7YW#{F|N6{-Sf2hCM1J-8pIM>4`uKZK|0SmUbL{@pnDXCTivRCpN|ryw
zQUB!4{urBo<<0(Fulm0@q5j<R*D3zRn=$;Ig#1TL$-wd-#+0tgB2Cq89+y(?y0cz$
z$26~kf(Ah5f~Y{mfx-j=K#=ed8Nx6E=)Jl0{K~?yBDTs}Y75K+lE5d1*w}ZSX$bRn
zgKnJpzsH$!y4;RRrZ+C<&*2HS9I}0$COW--bUVqtpUiU<m)R`cpqz^bxx+`Dm^L^~
zip?fHpa>><T+B923iFP_UUyHOUl1~ASppEakG@TUN+G%J2n6nZy-|VXu@M&;QQn%_
zWTjJxsp8jK1_TY`#s#(eF+5wfhUE4RFd&soox!D?a|gN?k=(Swd*|&4cypn-n%qRT
zTKo>TJ3ndM>;$_nu|D70;Z?$84fLTShAw$-h83ST7%GN5+qdBl|Jk}8hF(H)Z@UoL
z8OyDy^ujU=sp#!|{;ufxF|=j#-t-=>d+mFLgFI5zM8<#?35uX-P=cq-O|M171MbJ;
zk2yzF0#*W30zl5=l?i&k{cc7zZOG585qc?5?#l|y12O<p3@2~_(p8*;AV_viY1EG-
z1U2MT(0fuhf>Omsn2O~(aG$-Op!A0h>dSyp9&4G2%@>R(avKZH7u4a(lI{!SI#s)k
zs7j@bBbdd{!{2~x;90`QF?EkP$*%*}&%~QJzI~|eGdkhum5!BX+kI;66X<ueG#U$S
zu2r1%C5oD8?YT#sjuT$k!EbQgbQ)<LXyoDWf4pmN;vhoLcEd-gwCyXHYEK4pX*<}L
zyiafuEg^cZGAPMGRcwKZ5LWfO&8J$!L!jSd%1Y2SZ|!y|>I;}2hs|;q;!Npp-Eaa{
zCgGxbX9LLU3%S-w41Rp@AZwEqL=5(*AXRH%^7pZ`6vSV`>Ma)vLIUCnKziHUHcDYr
z+kX^tUoC%g|1j~!&KWMg1>78t=*VJ&a2KE|0WHEu1M!R5E`A-;TBq;?Ndlx6i-yeX
z5xuIHAIa>S5)YcfMnm^QjMWPr-~-wj9D(l@18X1#4LjtZ7!<i;8b%bE3e<v;U{DN7
zCNzh@7e+=UXGRFR_CkQOqIXJB|8-~RH258b54Ay(MYaD9ubX-qW0Rw_mcny+1$&Yx
ztfl_>hr`&yK+KRfRc=`)H;<QMf0^M%R>Xm7lLw_HPtrMm<&H-i7xhjyhxOx(NLFDV
z&QGsOhXd!>mP(%WWAkbVx*O$|7-y-esFG~CvUVO6v6;7DSQ*ii-x^i#TteEYc&tz+
zh7S_yY+5h0GeWi+JKjEBRXL6=Ioy`8k6RHge-JD<jI?X~`8)_b5Wgf0sMcCm^VUQY
zFK)NrA$DP(Mz2caETA~Ewx|l-ewSCP1*$EMOZGwlUB)#stc!!rd-CAFOkj6bdSiN^
zo*haa`pls9li(2u4NpqSpF84hK)WY^!wGZ*m=J8Av2aDGI8QSJ=!{BGKt0j{6PY%;
z<HC-~5xbp9nC^n^jC9T|5Qm(i77;Dk@bA1{i2Wwu4yS?VgI$zQcqes7NExitoZI`9
z_ry?Q#m|=4e+0q(iMK3-V;sLbHAF`UC=<lHBsB5-wC9R9TL7aReUj(M;|}R@{P-JZ
z#9z|4J!Gc94DW^I1!yY>d>7~X;;Hp%7{3g4k3Y(`x)=D#ur21<_-*HDYnOqa(06vb
zveJyp9q8pU;FY;#QL+QwW#`-#93}rEA1oENf&&#4+rI?!0@4g)6$B!a-*kFw#^p)s
zm!QQl?MsrYz?)Ajkc_`Vd|X3;bqiZxC+LtPlmk0>%<#P{tT+5+kBy@Fyo@qZV|-iI
zOJr4n>1_ECTiRNx_k)fzTXCot4j&31)+Z4o5m_4sjhKbLBVB>R5#kH(+;j@ChaDvC
zaQ*g0uSY48D;}@F!tc2!Y$x<jvJViSFghjbqQXdJ&IJ*x;%Ip~C7)chS+1jyqtC)_
zlc74~_L%p?+Z()rg8|mz4|uvTAM8(5<qBWn)HHkL5R(E{bSpB<po>5SZeSO@@l}jF
zD0i7QzFs)y&@Rxw38DHMZI^Z^TzPdu@p{R2yd`$`v7ku(;}tl6NpqBl{(x&tJjweI
zzn^yIjLH_D%6;ATPV&y^lGZg*BMoC<T#$xs`}$^_`FZd;#2%aKm`1GBTH<g;o$IsJ
zKh8R=+@7tiYgj`sO?i!af&Q>#?2hb4GdX05UC|Ao{<LLaM`@W7YR+wK0h$uv(r10x
zVV#GbW%*_U)WNBMzbRN<R9=c58=Nvt$FK32%VNgFgLEFzErlm~>03zcN9!>S_!FCB
zMVp?>B@a6`KaUGp8XD}4*QSh2#4+HP%d(Y9#EKC!@v)Oek|IG0B=;~QbC7~)QE}M<
z&O>7`MviG;pmh9WgMh#q3ut9c;>J$d>002%UMp)!Ta__{#w6YhW1<-bruCN)N>MpI
zZKvw4rN6uSs)fjPXr5GjOLfQGIRw1Ou`+R!vgms(s)%ckw)t_1ZHQfYJEPXZ#*F5Q
zMqHYoTp$3Pn+cc#HbEgiPRPtt6HBh%jO%PZqvfr#a&RTCxDd{HrDX<MRnDrix<1;V
z33)(%FsZAU$xt8tRoI2X<n4Gn8KR(rhD4c_iBhVy1)Nf4A)U7S@>wZFhN{nxX95qF
z?{1eYN&3Gu7Zx`)QQ#Ukfw$u=sYV+&pj#!PtdG7T%XQ=-tl(69ZdxE&$acstA(ZwW
z+!*(McJ!u5B>?RYvy<i^%lI4Ef|sA(79*6#j7+j>i^-w%FGy*>8HeLqgc~Yk27Fq%
z6h4N`5j7XHpCNW7VEX~|{C$hTo?zM!CF!mK>P3jn=ma|*A^^x*(ivbJ2(FlTrTxaI
zH|b9+&7mKeb&LxN2z#|o^TWN<7DzGjZcNO!R?9m9O`ujScrG@pdo`Nf!Ma<z3av^4
zZ+~=)7RF28)l>x9tt~jRF(m7tJB19+2^=(QrYntjP$w-R^Jnu5xx!)f_%5-9>ANr?
z`?94mQ1~0&%ZM>-&SLjo!y+i}a0BvE@_3*so5Cw-ssUbxNSlBm7ly_D`em!yn^7KG
z(c-bu$#Uzy@%;i0o^*(6P=01}EfW@kl@(C-NYvG^WQ8}=(#E<A@MV<ry@zPJqZz|p
zjd>n;KvBUN8FSyrm!Zh(UPdXSj|b(!wj>|J1aRQd(M#!xS=`!zso@vS0W!Nz{WRl%
z1MXF32H5>`m`;z&u^(-^hlfN?lngF|XIt~qrqrS)AzrVUk$_nVzP~sUkQ>P3e1AQ>
zn{Ycbc)l1&Q#$0&0{+5kN#v)qPwbsO{jQzSnI5aWK--zAK-+6Mfv4b{K-*FJ;w1tt
zDDIR$1Wu>$xE?rt#$T<c>9>0J*tc1U3A8?#2)I9r@wKiK;H$6??l=R>eGeu5ZST9`
zb|AkFy`4hHX8($rI3QcH$O*WgO$A#XzFI#fz-Kd#A3H%T0Z%DG^eKHhL9l6s*#71d
zdm7U3@*B<YUBe;?EPj`Uko%;7V0$MH%n0G=gxkUBabOa7I`|4KAL!duzCA|Dw;!3R
zjx$yJVRMtH#QZ8XSY}5n;5}eP2Kohx3939ME7XoJ$`4z!L+jT9VFuLT#Lo?uBXa7;
z>JT#HK7vGO)mGYX#?(Oeo=&g@Yz|7`y0PFuNOGp5<J*D7l3?{3qcblL3;W86I=ddz
zu;)|w_DM%NtjvhdaaA06i^o#PGHa+&7|^MW$jCn#DqVA1i%(T(rAU+6+sgy{j$zY_
zR<b|O){yBPkv7x;^IGK6ihH4cf&KIW4%%EJ<En}p2YthFV}k;??3f6gf2j8<)z7i|
zG_aB!iz5INn;V7i2p76XAfxNcJitA`JWvOHM9dvD-EfyMjRb8cYuzO~|LpfGjV6xD
z$3*wd+cU7V6ULOp*Afqe=g7-7g)T90&Wyu?b?u7V$avXpciox2xujhgtFqj(`Uxg!
z0q)=+a+1ycWirPHkM;N7GyGNh_y<%`?t5OF;Lq^1Nm}R4_zq4to=tH`^FEkUgHxPE
zF6=3F^+bP`NFgf}w-A)c9<>zFgm_{)af6L26oYWZjs!YJ8YzWWmQyVeiqZvKt4EA6
z&43iJM%`~Z!p222vvmSlUF@1Rv_tTx5fM)CxykF9*X4q6LuGd-o=}~fzD8iYzLk-Z
zRNwS^ApkSMel&h9JYFG06ZFEU#okt<mpGNs_op{0`^%fe0eg_k&m4}#_V#kurU1*e
zlv(n?FnoN2!hSVDR$i99#$9Zd9i^fRnced;X`BFsiB`SheOU-w+%`4X<+gjguyCFL
z?NCg|Nxc(~<r7m|>mg6eiDbV(j>WVV;J~B`qH1K%<>eY5OWRzCrF`eo8VrPDX~s<u
zP{r?2ESY3MCvN=gua#t6+%1UammnV1L2iMu57o9b<4xJkd5NhEfThf;#tM<E74H2L
zXCBcLf)$ZCXoW)sFTR$ym~C*FfYTRUV+4>L8&?%zr6U=@g#MeYu~01aDj*Xc2!M(^
zC!mz3q~hr!ph-(m9@LGDiITSt5PLM8_|UW4QV)B04@A2tKRpH(>_~u2PFF6BGS1e`
zox|(hCUMBrJg@ch#e<(D-WpyTC>GyS8E3)CBA21h=VHu6^`?^Z>BSn}+0c_hx;>he
z_PUeD^T{x$?)ya8J?yjW(oFW&uz~O<`SMafrygE#BGd#-(Fl2KZXfb}eD-hG@P2B#
z9(7>4ViodbI&+e#X#`7exJzY7xiO-aWAyS;6)6aBuTo|x#qVGWrB!Nzu)b8AsY#O+
zGhO+k6TO@mi(#Pby5K<71=-;!+kC>8MNJppw=(QMm$9`m46iHbJNJK`=?>z`U8!Jw
z`d-(>^iZ_m;Xt8OH|W=Iqr5GWp3=>Tc1R4VLfg;Kp_VLwy-@4wnZASK0}K2a;-;y~
zCjC-!nCLz69nfodik5(FuAXf2efl=RlxD^_IC~d;^MY+11!-3?RVe|dm&3r~i!BjL
z=n#dmT7&|;Y;gk~tMm;p&B7dZdte|wO*=$$J9N|N?&+=OYpK9RL2q0`X8CO7!nx?h
zh?l%$R!r$<$NPwPjj5LV_LqG_QyEQW-=x}4cN%B?bxdxz4KIsFmwO&}yw?$zQ=4CD
z2(K1rzb4ZBrf5G%A4n&I3{eIpxG!J7eV$ioPF}3Ehh;9!n4zhmf;nblGn)czpirjg
zrRQl1(<su+R{m58_l)}CA8ijs3;SDAQgnolID<l@PFK(V9GaySS2KP52sX8%w*eyC
zOZqIEj-qUK)yzEWAwvVQrlf&BpN|@%b8rYsh3@b-jWnl;l^`bsmtWxav_FYC7`E^R
zi-d+_LOp!!k63R+a0Vw6s|6aWUzg$UP<##@w2vR776w$_LX`vav(t%s=anK38EgX|
z$Q!at9->>_EK>+n(UWS--VcUsE%_-cg*<H49mO1LIXcVkW@A=zNMoqrrx-Ti!pu`U
zl)|+o%9`PI0y8I2!bHk>&QDmuqOjM{v&ZpZldw`VA$j=?*wjmuXOba&KK{;mmT}2+
zsCSYWR#U%~jAbil)#GK2L8YQo<VoDjbvlzxK|}Zk&qB91V~5Wiuf0u^{q0f7C7)*%
zL;Sw|#F1`{Y6QnYV)-CEO|7Nd*0wEi2D%i6!~#e~G@}!p@<s0J1ME~{g+MF?_F4xL
zOk+u95qFH4%#5Al-!U_U>QkYkoev#}xBR<4$X`^6u#RJbkTo10K8T4pLFgAL%H8-;
zAA?#HNs?uUtZocwC$Lf;aM*Z&YDq2G;N@+?h$?-Vts|leU3JDrhtk=ICMQ`l!na5k
z%1a$D-7s>#k&oYDXzi-0oxhB<HG->2CWx`#L%5tfT<ujaPnj5hJn-o`+Wtr)@&ME!
zG*V+UWtEk+cst*OL~<5$;ZXdF2ji(814*gft>>c260St@Bew72c!%fxI-3iC^Ui=(
zI@avv*)8+PpxQdY(pha~v8wGck)1cK*(~1OVJNjs9e%x=lmman@5F?SEy3hLFDHLN
zn`j9v+5BjT8t}mM)&;TOuPCGJ@f69-z0|7b%-pE<)Py6@m0&9AOFhL4LikN~JaZR0
zu1^%nBDA3iMFuj-?Tr{c>Hw&-i7YVT$H}G@Ks6Gllx%zqF6O=h!n=V?nKjPKrUw!q
zr<175+7B9VB{Xl-iw*D;-logGgCrkM&_f?Ev0}CwUjc<TFZWn43{N654UAt{l~pQo
zs(5;ED}ShZm}O}YzZM>okmZ<wVx^*x!kRy}q7B+Ik#V*{PD#<_dOH%C9tjX`aMW8X
z%3Gs`OT*T;ROng8hR3Jc7qV~P4gl<vi$~|d2sN7KAY#lIZ}ZG5_Jx5)iJU$3skhon
z_j*;e;SBV^av0*ibzPYoiyrLyypeN#IK1q5!0YCCyqrH$7)>BQd^B_!x9UsV`h=AW
zxo0K#;57`G(*n<Y^QdKP_>poId+r-yvXB_eg1+D$H3P303?n!lOh%DiJhi(uYkGbO
zbve4}+<E%E{?;mHr{ba_H-W6i@V$O`Pnzbyb(5GAr(@k*(e+t78aVoQv<r6RQsFhH
zTDjKfY0snGi+TnhOT?pQCGV%^?ng2R|4c-@jt3RxGml;gKc`0UK8R(i(JRSFS!{^D
zIXmSrb$_cTXQfU?A&VJ??6FL3@k>vE^NVerlF5OWxW4jhjpTW4nEZesz8Zg3j{{Jy
zfC1vEB4T#KU4zrpBC4YWGy*|B%wQlmKM2G;5m_2cVho8=-*qacYkP@&b>|I9yVH^v
z+W~s?jgmc<N|c2w%LAL`Gm|p~5K>O-Z~O=z>HFP`pR{RDPe|1b$SNt^vEMJJ4ZgkU
z^6%WF+K4P@54$rw3t>7I0i$N6c>%wjt;%y=?(NB9TEGmFq7<iS_F8=}cND14Ub2{{
zWhv@1sL`lU9RRfmfw!dKO_1@$yfGdNttH3ugicP)PUT5h5nlu~B|gBt@PG3^<TeIw
zQ?BnXGqZjCc6Yhln;erap&+OD^wYFiD@}~AV?WnuY-m98Xi7juiyY}gpA)x?hIt->
zrH(XDy-C7t#CzIpq?_+OP#Xc!Oi5DSOEeqkBxT26wp{Bn(W36Df_hQFG_8&?pn^uM
z^r3v{<qgild6ETsZ&r^X&i81rT3}dbq1zZTg|1eaksDC6PB7(U;e~sY7Y}L~f0|;R
zaJD3gvYKfy<oyBv2(m~g(F85=;#(EK6Ciy#=rd=Hok93i&eek`nq)f5ckmNH3Ap+~
zmY&Q0d7Szi=!X>NAsvqc=zF^)pYe_A5KqUQ3zn%NTEh?GD%YFIl(LSsOIJ5Z(KBu(
z-bE(w-$@-?PTk#)rH~)9R&%_TC7<BV1}Kx^=Uf|n9#al<4-?vQ#z5J~Z&JawqthS7
z^n2TU#(Fm#8ngi%V66~0%;dr=`gXE{9*K+DVaeGT*(&BK@gS7G?AE6-{ey+t-WgtT
zo`b$KCJ;m7Uf@Ea^c7+6a45peXRcMph}dBR*~QdsA&yOMdcKyKg}lCelVi$6c&qS~
zJD@rf=HveAR*O%deAGLTi{{~=P({O3%^W-`9D}Ky`EzH=cHFyXaCBM3-+K5R1)h+w
z9@qT$x?kasTBzxyqZjZ(^%iRJf>Aq5I+<OMPr$~tG{Ee+AY``}WaO>ken|Xclg!4F
z-u`}iG!yp@YYKuaim(-3xcC?%%CfbploF@$;`-X|WM2F=<=FkGg=U%Kvj-rd(?jwk
zwQj!5JnGw43khfXi>KXt^7{;UiIUVUDbJ1j-9nyQ9=O0{rQWqkkbR7UDM$DYOy<_~
zgwu6}fCL7$1{rjJ1Nk27risw6-0_1R_2gU>_493a+odRJMRQ2=U^`euwoLZs0qNe@
zDhwzLz$0{)V1?~_F;cvX7PTC^^|X3c<V>|hbG#mK-%oYe7+D`~&LnpO*<<dc(vI!L
zpqV8<_33?*8Z@L{S*oJ<=SBGsYyIK}f;pve0sZcWSPH@p%8q`|vX62Bw}2iFnvU60
zRW-Nr1@UJV*7k9mhSf6!YG4bV!YC5CBXB92(hV5)Usn|IM!6hLiQjHb#A_+VM`0!L
z`ZORwkkCyvVEqa;CHN!l%ewT;qI(EWd#``?h)JUF#jx&4^FGf{X36#BEU6lNKG8da
zo__W@=}&xQ)#G-|`s@+Dd!I!t7pXBnP|J1$!6}6<?_Dg*M4|;(1#7#hlK+mi?U4or
zX%;Fz$Q0G-FU^7z2~WS#v@E@$wn|2qo>Ai|#TrCI>IWWlWze@K1{NYUF`L?<UqP_=
zT7J_g#IKeVqUQU#P=h*V0yA};t~97cW-3zwAZwJXIPcCk5d*Rw?K!uSE!-=WEbi~e
zLG;NBs_1RcXj8+{F6ZhCu}X|JClhS$Cb&E-Hd8ork8@(p^B|J?QV3BzT@KCy_A+<<
zc}~(+0W2j#N`kz6=SopO%P~Z0%qSYA$&_9|34=LX^`!a+4*6BQ6hTz|pGd|5F$}X%
zqnUsG7@HKH@|DF|B@-_X3*D^Y@on@Oc-k{q+?`)-%xLOW<WOiy$=A&<?b@H&Fw#yO
z-pb1{CH1?Q8dA@DjWB9o$$ANaX^(23YvC_j(j`|3TPR)lFfW~Zzg0qeQlU^SRVi)f
z(Js~Aq}}@13&4<IPBman7?l)cE!a4#L1%(h2aGbv+rCA0r?3f^oGc_$_dc~Hy^dtE
zkZU8%NGWYZj;R~8%osDMdzvr==H0}r*)P-fK3ChDsyo<w`1blOR}k@`Kn<FLaedcv
zw*n0<frB)gTY;ikGM*d5RFSt}=>Tbg7GZR|9!J`=N5@wtAW`X?v2%dPfVE6`=m2t~
z<kgtS+3l}A_5_3-O&W-JCpZL68F+E)KqIq4e#E$Pf4Rly1tHLGx{MaM?LMT(Y`HV>
zUNM#oEwxp5zwM{DC#hadJKN0*hL5$2E$*t*03;t>?rhHSmmyweAARFo>;18P=&jee
z6jL`(?4_xZG~V}vU&>b<inBi!&%O1>BBL4H7M$|Rm@VR&xC(B1U#B`B(eH7VK^)$s
zB!?ye&Zn<3DW$wMqKI0k_l%_nP12RdoLJ?TY|G$<MH>}_+Rehd48G(-+nO+Lmoukc
z5tjLd1w{d?M<S!H@G<@s0p+hKx`1|caJ)Wyp;M{llB_L5uS=7z+knoZXEAF9Ng@(Z
z(pGVhr>OGPmMLfYa&Jg4ay4J8YVB4`!y@#TgGnY6qgP0%2>EJCbobu^87$Zjl<rX<
z(L&qQ_9Wv=;VM&FvSJgDciAlz&Li%N4EQX^kW-NW#Z9-f_mZQ#?h3~wzj3CbWTBz0
z*k5?(^>Nvz-b8BDyw43uuMZoEMPP|G;$~h`NqRlM5gE=}dzR=k-P2<G7}zIEeMXIn
z>QxJ=??0hP=Yf_4oaCa}Vx`HP0XoJaZjT|C#ixyY#IKBJ8|xScrT16?>clEn?ltum
z%g4DM0<hOvllous%FapMBmdlft!Wn;#co#qW@Eq+Jd|2w79Cs<FG?FbdQu>3uq#r*
z7yQaz-gpsT#QHKLrciD)M`N3+W<o22opc=WyjtOCwK1r{i%=w&-bT4s<nNwtA`c&(
z)DzQH<*;mXUwahd9T8D5I7sAf;%3G9wv7y_b&#x?V8o8+xeCpWQQVEFY0uf@KiXB7
zana(53oog6&rpaw5)l0>sE$6x2ieY8pA#=6X+?iw?aC@%tC&v`a&VBNRpQy%GFkuI
zo9&Hm_wz--GHu66{W4qavPehxXtdQp`SQ{J5xA@78R{>oy9CEx3}9^HH@p;_UuM$<
zVMvx#H+|0zpk?u0SY>{4`=kXFv&~YlS3I*aw%I&5EWK%O6IaN=b2ilXBfZVpCGMUg
z{gJD8kmpiuYwf6$RtXy73-GZvq8`3YKs;c`V4Sdya7RSB)#5Jv8u)DTaPkl(xFskh
zNG0HZMtS<VbNq+Cyg)CM4Dym#cx~`n{pOMDL^tY0H*Q2X&qO!27p~eqK}0wEL^t(f
zdytq*H%u<V-kYHv%&JRQd_KbO{s_-syZ173EVjtJxIATinj=eeSqZl|2)jLnaX;=`
ztNssj?-*QJ+o<a%9oy*Gwr$(C?R0E)l8$ZLwr!(h+je&P{jk2Zm-arV>eQ(@=iq~(
zs`+DF&wcqYbS-t-4*c|d{P}iH^x3tE+5Df4d;aTX@1Hlotp9=|u+aS@jphH!Qzb8^
zpsXhQ-;H~w|9hg&|DmVqf5H*|Yg^U-3?%%$#NTm*KY+r&AqoGLkm_GBhW`y%U}9na
z`&jIMzzF{@zy!#DfDC`y_#5Kz@4<vWSMeWj?f(rH`7g##|Hqs1|35I{Z?Q=KGJg6i
zdFS6w@t<JA-|}+)u3!8kt780meE(-zmHXHDY2ik@g>?^c+hdtaO^y!ZO>r?i>ES`d
z#A;$OJU`%Gl5l)@P&zVbcobnH1l7N=1U{f0K`@ZbG<o?UkeMPlr*yZttlNo@NwVXM
zFD`+IuQTQOIi%}&wWw4^dA(J+NG9WaV=<vDRUYevk13U@&i>hx=wlW~@aGDXt@-W^
zI!+eUv(KcZrE|aCVhDVP(Z>ylq+v6_d%+@z<jU*iQX;-l^Ze}EGP0$pSM*^MpD^^0
zQG0%3L4~D3b0OGGB=Ok6eUqiQ^YQE;^ZS&jDxk~SdUJgW6JET?Nn9drTamJmd@9yW
z;XY;B>+7yY@@5;jU<D9&7?BzM4nmNU-2!314`l-ZsD?P_+u*Nui?lqd51bMZge=AP
z>SW!_mp0LljkUvsb9nDS$PqrDSjUf_xcKbB4?4didr+@=#IW$0h=~IS0pbDn0Q2*I
zF=WGf0&su3q5_CO{Sr)ZcC+{n0Vem%>UYcRg0+6fw*ze=M8d(0rhh2W$Xmxt_`M0I
zUwLT$S`=()T7&T8lG5rdQZQCt;f=~0lo_AX8=>V|Ln+A9b<_S6(F2GHTVxE71Hg=a
z;K{Cudi4WCM%V_lkNfK_^p*H4Ztd)uu4xe2nzc_KrU9PEI;a|-Ij^nP$_MTu$iosq
z<X~##Q_hh1tNtnCtBfZ2<!K|Y1<aSGN|Z{|I7m}=CF#XwHLbS);kr$5e#XWFzg`w@
z`0N=(#v}8-mAelUk#5U;@%mw}eDinQmdMe8FaJ7V!@9w`IWDX;i)D)oTerF=Ft1<i
zHPZS;%>$!c;64uSF6}aQZx@Ho{+L6^)e4_?f^AdR=;=dLQ`<X=4sCpq?hfm<%XQvY
zY<AG&HO|IJnp;ISf|9>LG?c<0O_g^^TmNLnfT%n~^!|~(AJQ_sHwZ;a-IH<6&A#F{
zLb-2<^*KjL-R<b+f=^~qVe#2^u}G3y;9Z_vD)$cElhKHTEX8CB!N3Ya`hEh2^6<RK
zJJSb&jfjGwCi$(^xo26#Fa~3MsW($TpjI#!IIIOMuKgNl<0L`F4K~?r`q@{qw~NZt
z^IBh;s>;H5*VP;0+p#q5eVED{6W`!1AZzMiy&<iT-R0c<{2qjSZWzbIhUoSh_U5$(
zEmW;N3P&tUq)W_Mt}LdemeI(Z=Y2)Xs0lcxB<CiOl~L^oW9Om6#LDunUG-JatcKb<
zT&}Ws=*Czs%SzYHXw!wbgO)w@`@g=9K#l{ZF#}1o=?d<$ly*gVp4)7q)2zg7CO6|N
z*?BdURDp1O#=j~0Ges#Lux@Iwhx?82I0a^80V|`q7^q)hJP=9<B=bH)X#AzQrG3NV
zk@Iek@b7?61h6=Ojd4>W9&($m3D{Qa<ltVwSLHZ{bwGorUGFrpB6LJ<XP~CLP&)j6
z<QR&<K2iyDn5{>y&ouagWpklfhw+5O$^pJGbA&+Z&z~2wy0f`sX;@A(IRRq_y?#Qq
z6&p%<-X$D46J?Lk9gvu{U}58)3t;^5R1p=g2kP|Myhzl8e3wHQzYxEJUWw8X^%;EJ
z&NP#(r+(47qtsIds?8?1s~F;bqHGO+cD@@q%F0E^4um7_Q^cH>x#Rk^39{q{U$O5>
zZ!^GoO+&%AE_zRwrtU=q?R1qV(Of#sP>(`phoQ~qBh0&VNd{Drt9i_t=Qi^hZe)g4
z9$TLOy`iT8r1HGFu<nniiYYU2X?N&~<_$1GN;=P?WMLlT1k?Q+ceqUvuik}z>u<2%
z9qCjzUUyb^26vBQQRPQ8^@!HK3mtwNf~?cB$-y;L%Msyr<e4z4VBY>55s$lb^F*FF
zU82}MpAl8tmsiqZ1$*(45;+<r8T0ZdFeljV_#NTi=^wT)9wtPRHLt&`*jYc-jcklG
z_cF}n@5+ug`THS<AvhJoNV3_B5mef+_H#Y-QE2-XK-zu)c7$%AR#`6lyU%R;L4sRW
zLzwPbG?Q$F{^1g`22HozrPIgYkgb4;bLQhSYvmM+Tjmu?175fn_|uM!+^M+ZF8ogs
z-x0jxI!CIdxbh4sQs|HPO~~uuDuKrF3)9?^sEtHxk(Q6Gz}h0bqBDndOn7%#>{eTB
zE;uh}@lc0u$DY9ST{b{7y|7)M7o&Q_>0YgzSW`pBuC(ege;D%G2xW9@OS@7|Te9B>
zpB}^f5ml{SVZ5N&o$}P<Sm&AMywAuU5gr+C#S_yRfpHAS6HvB+{W#=_htQh$0eKto
z&RW`)aUkZv#=D_5iJQrmoi^WPwop#jB1r)M8<=3xQkL6;aK{AvJ*upfB4Vpjq}Z&z
zA{Q{SmQc;!G%Gt`Z3$f3<qn!}>RHeo)PNf(fV*Z?{#V$X0`@+Q=#`5xjVSn3x)#)a
z$f%Zcq+XR;CF)qz&wVyB&J4SNytQeC1MnSCQMc;cih{cK94cy*ELZ^c{4Z0L9dPt7
zXe^;T%%uQd;XLuEo9q!~6&$A4Y-sEHw)PrwHggASx0K(<<pCVUr6qq%RW#7OTr)s7
zB&u^jIRL4vd=e3LU#2R<FH;qsVTq!@yQ;ce*MnsrwNtjz$Ch;j|ETuN@|rpVG!qv<
zKd~854+bu<)fzGww4`-q8O+YadmNsl7BD06T*NW3OCN!#+zy3vgA<Jfz)o)Jij877
z5#%Obs?w@8G`cVm^?kj*U<{Iq4~MnV3Rx@~I}E15GwwyyLYGhGUN8(=XP~Fn1Rfw=
zj;|&3IO9<=DNjF095tS}Bj8E8Du9!}E_SdnP2lq{ScPuJdd}h2Atq4HLTIVH0xFi4
zU}58R#5{2&fdc30t{g>XtRIjsWm=Jwm;9Qn&F-I`rqYH!Fo!B$QDTI@kN9;Ub_V?%
zFy#|%)SSb676cxeq}LR?wS#X~DF8_G@f~3;`2A!{ok6jk<p39rPMYCkrAoPjuOC|B
zBW+-F7*5Tr<&W9xa@Z59S9%#-dGO3j<YLYO72HenzGZ6hyAI48A7RbSfAJ*s0F3lD
z^dZ3qldaI%Tk#s%NU4yr(DNx^;S<izefsIp3}33Mb<R`0K;d^nJ{lF{z#K&r3NpnN
z#*!Zn*426ASkUncJv0EXnORDhTyW`{s$d<ppr(+FI$hJ#yoXlFjw%fGhy5aes|7&8
z#iwUPhB772>;Z?IoD&&)?E_cvB7&6P-cj&{TH#|u?1qS%(HN5Es4o2G_5;lq5K<4m
zNy6D7FQ0v;_C5#P26Kk=SltRkqP+<q)4Z`G<9yVSX)&?Qagu34JJJv!<6K|nT@8P&
z-Bgidp{KJ-IUtX-;3+iUq2*p3WeINAW(jZK^rUR?Z$l<Kvgg?CcSZFoyU4kYcNJbO
z_qg>D4fR+Jg(2g7LdiG39Ll-&PUT+p|5aX`?l3g4H}2C5xw0joSMh^6s0elvlY||{
zgi|^H>Q47(FQYeXkfjf5&?%^?J6MouZ~7^C&?QE`T{o6c)7W+-z5&|%j=$TYH4&I(
z=t8zaDLmF;lswFy_Bb~gKr~1+lpKun((<txoFk0$OjRDUTnK;#z)Cj+t$#Z}Hsp&s
z9<Cp4t~9`EGocyM7O+?r%L(`j==(_Bov#a@x(Gla9Xw}jfaop77Oaw}mfK80$l2%X
z%sVr*!8R;7|NU-_?_9-2>__gM%EA=INH?PpJcI%saewpt*5&{ZP4G;&hZF$Zu<tK9
zLjjYk-SS~j<176EU7k@eI0vA_oj7E{^Sq63vIf|$2&ySS<zZg&5q3$g)Snceq~OtC
zJ{n0A@r@XZ0@klV+eP~=Hzeo*-+003Fa3O^`bI^D40HuV!07?}DFUZG0Dwanyii7?
zZ=>g;B`b3o3AhW3(*0u8n7D}<DMinfJOCw9&T~3H^{3vMIR2=s)FAJQb5!N(UbFUL
z&B!mvL5EL^zVq556CoV_rU18=YL;Jrl}ArN4hgSgpg%{XwP>tZ@7!FmF`WwXD82^P
zTWZzg<eWxHZX<<{iZdrKTS~J-Vqma}bJTIPs=f-mIjFUj6L+>%IjF|UC_BB`r`&o&
zk^%2tu|88IL%;@?8aAa!{(fd~y588(DD4VGOa#Rk5gu{+>y(Q07nMZ6#9%HRhg&#;
zflaw~iPW#8gMm8OR|?bIH8)z_=xQqYZDpH!G$In^RwZjRXxxX5BW15m4{a?;@hT0)
z<eV8agJI^NAPX@$FO`F%2j3w2(RGU`sk|%v(8Nc5LZqVDm+I^Q;M^z*6q26Eh+-aH
zMgQB7{lk5Ctx&F^w(PU<#iM$zqJAtTHs{HjG+o{<`X-adm$?L-17z)1$XD;?MIC#C
z)ir+-q>7{4tija%vB7<5^>**WfL)d>YY*C+zFXRg3M-tfEM~(Qgcut28QJehZE(gp
zP=K%K&++vppY8R^AIj!yHgGtk`C>5SD{L=ARMt9JY;u*pDj7wstTZ%Z=}G-JZtC{I
z>l+Nt-~?F`=KL=VqZck#`5j6!#t+s?fGgRt8?icgqY+oEr8+1%a5)iTv2VYm^1#H^
zq82iaw&BkOp{b3&u~X5s!KJK$;(j3zd!xSn2TVW{T+skE3JTygN(1@z_Jq^WON>f7
zGX6aHq?{sbkyCZs>1V6M$&$n1Iuvr#!Oj|cy%4%x6pza3D<89=?-(xa198(_7W*3q
znGSHP*v*)yJg<_*76V}(gg)<WXs5K?a<vARsY5Gt-ob@fAW>8{+KR0YzxR{89o-eB
zBNx2OcU@w@w^<=~!0jrRNpp}xOh6Ec<CT8)A>XG4|BZp*vkFL3C^I^9sZTdOf?v$)
zZrcq^%E#C8NLN;&5Q6mf$zy}oQvRl1(<+yb0bgk+=?+<^b6<!U8KL37Fv*pk2O6xZ
zNGo!4#kmbuBKqKc1sEvY7^Ety#>FXSdzp5twAZq{R+^VZPxD~@<ri^clWSfHy!Y3<
z!my0!64AU;fzTxv%g`~+6v!!{y>T;HOatTEDq>lIoFBVWC{;_1FL+da>4yl0T8b!B
zuVd*0INR)+GRhl44PQ+=eNe+11@5oG37I|U!_kg~Q{TxEdca_;*WSO=cky2eDaQ~S
z)(JNS7-C60I}_1@s{%%JqKQJ20TS+0A09Dr(ilznIbW)eQB>&D=DZS!)q11VG|Fr-
zmuYi6{Cf`VUe9gMXERa@y8$O^^JzL5s6u;+tDon6x6nL=k<jPY-Fm{o>%ogH0qzzR
z`0nuJR$&&;XVmLOXY*xf1rd)}jwK$KJ9-frV;v9)OG;53f>k<jKU{bkI`C}yNQ;TK
z6hIHjeK=k;KSi{_wUHt~rFJmxZad-z`6waAIUvl4uV=jf-eb<|HxR~MlTtMK@Ez2W
zC55t#x8!CDW@D5yi9sAV_ioDNyZG?~lw_(~0prB6c&eEeF9;DI2k<HO3#&9*o~~w$
z%&M0hjkTZEu3NoLu&IN31|WH9w^yJfAax}8Ag~Dd%sIB)sIm~#OC_BZVw~7Sg+N6h
zGAJYO$*t8nI~U3YkHVR~v{|Xq_g7E%G0I&zDux#3dbwTh!aeP+6EU>CoX6so`f$9l
z)}hG3rZgDbhrhQUuB2JKH?_-fi^r}C_gJwuyr(4TTPCppImG1jySrD>MFdvyj%W~?
z2bPKQKv)?hjPbd4n;n-HyzyyiV$wqmdd>9l7={Iy0aekw>Mon+_w5FSAGBoi>nWkb
z;PRN~tzNubK|@f%7&MQV?*y5o1&zXL%+wO|$VYQ~(Cy^{)KJ-Cd!aqPLj(8~C&O2=
z_h3BlU<roV`=12oa9ANXEd%6swyMToyE|Yll_f)I&caxQRqHt8QzBJF>!H2TH+*B|
z!F|TRX+pcgdeGYRws3Jp;0AMrqKY9?<C-zqqTYwl@*_h<DGQSat^QJ)lmw8>Ls!k3
zDIs-Gh=3=+zfy~2fkDPH)+iA(j!|!<Q!EIK5TNLine8F2q)(8Fms7MfkOfIRqGeFz
zhSkQcW1vhyqT1$eAogYeCT&<8b}Tx5H=c+?xg8ilrM{Hqi8sP9f6yGH_=2ku2z3WM
z@aWtzE=A~Lfp`%bTX8x8fWdkLsA!KtcFOpN7W(*QFQqSuZ?r0+GTd}O=(GuXMOY_Q
zIbwQDe&hm&EQV%;nxXFtk(6zOI?IUtgumoHeE-G;Vf0x2hM?vr%v{ta2o?#f4r^5$
zte6QCC8wvFyR=K3LQ2c(qsFCDo=#U}(^N<7alBSe-fWsL<Ndi35|%zIc($3zyVNLg
znYcPXQj+<y2Ru^kvUtwnVj_Fk#;7=iwVYFD7se(z_^n+?j5&WIm4U}?R8v+-`5fl5
zhG_QAgkALnQi+<Q#(4?q`iUb3%6f(to%Iz|&7P&6E85$a*X(&&fD}>!(~59bQ(cF;
zLEV_4LY0nP>bTVDOw=N8y=K6z(tE31r;7$hB^PtM3Y3#SJ{eT{8>#eGJx+OyK<@56
z4i;^Vo3EOkMrdaElsuAx*}TxVZy-*U`TT(3qg54UM?t}oydQSP=ksU1K=W_doH#EF
z=Cb>kXPDcc6`5Ga5o<q%{Dmt|tWUeV&aco&X)jZ}q~e|7QHnMVNq#;Y_V5kz6K+_t
z5n<6!8-m;;X{0VXs375*E{u-1|1MW`V@6l%STRa)zZZdOr`U_)RIR)`L|6Nc71b-?
zAY_OI1VVt&13n6pbDVgZkCXpXwTEIs0>u{imvB9jVOWkaggs9FJRbqQ9gf^*x+5Pk
zd_lIqp+G;X{1X}fr34u07CXVKAEg60r<@x_e4iq&_MA(JijAwe)xn}@(x&ZM?fd@O
zE3f`U2&##|)vntkuExvRN7<^%=ZAFqEll8DNL_Um$PA?u?O7SL`pgO61D$YzLGTWq
z<MMbb2z5byX|!I$&9%a4X;RJc^)W@4hGFekJ4xO|=RiyC-NSxJRX}{JqpdV(xKJ1!
z%dnm`s#tW)4PJ@*Rrj}n^&n;QVF97Os5yKuf1QlHANw)JIqh1~lW<WNx?P{$D-|L3
zhw<YGw7jY}v$eZ1S)H%nrk)>mn?6rjFW*U-sg_tGYd@GAmfAJaALg>Ipri4XXDEL`
zY%r*8MZ{x{0iAmU4oQQZGnHk>m#Y*_lR2;Wa%H2uk#NcUi0%BjnM<3>i@=lMY4q8D
zU-6-tbe8*)8=Oj9JxR3R32do=KXeNrQx=q@fn;Rk9krjmkDLxTn33(Isg|cSS=J-c
z=&l~eN}lnE5rK0VG6_U~Pz5`r_Ssi$h8w^Sv?k9xOqwksj48jD2)SpVhM}{qm$-d~
z(;$%-rfRMXP3l6L8ppM@pw7K)l5pe(7kiA1gH>dgk}fwOK!EOB)!hp!05sHZ6fw*-
zLOz0d9p+x2n^_GnZ!?)(AchV;k4>72N(L5A0ybn=dYI?$8Bu!4`4GbmCp|HbvrB5S
zP#;y=g8Yoc@&?y9=4q&_<MMNWrqJQKenfJR=kYD={y9OIbCy(HDI1hcYJ2vlsq%o=
z5GVb!+_$|h5a7^EFWk4z6Fx}W{d^S+%7!2a`*aZt;Pt$pim&$=I(bUVDDk<nmQ3ic
z=};{FYE)XfuJ{4)7TsHTqg`JHOEv=x103Qb=RGYu4g<gLgrqo^Ugg<5nOV(WwHTr<
zvX7P8R^}H}VeWptb2`5_mV|g)-r>i?MF<Im@0z+Pf5d~@^2mae-ZmHp(#LA#$kZx(
zFMAHVFMHta*Q=w#9|a0^?f5exC_(l;SBR7hQYaVR9v_zn$;gVy-qsaLwe(`L&h9p#
zGcwq6;<36zg<e7Fe&XB>`pS@pwt&*pC!gG;STQ)qYVO<r=EB)y<j+kcPZukR9%`uw
z#W`bs<(C;|ma%u?k6B~*-lG$!JuxO9FtH<b=W3|aQ|&3QNmRnmg*Q`!SOEG2maM_b
zNqWh5eKWjD`>AeEG0C~};R1xi;dA+-O2A6*1De!fcWH@ok#V|_oQ%;j9v|rxu`!$U
zzS>AB+pe}x?d|k($Q<_(T)_rgB>IqbnOS$)-%{z8R?H+{Y2!aZ^X)a@Y5f@x>XR8L
zZE7YL2Eudu(A+>6$9^(GJZk3zYI_GNV3oqX4)0o+(_xPMiGGBY*I?>hWiQ8??g8B1
z%7+gu4ed6ZoHw_JvD123GnkxSVxiKSo4a2hZOHf8{wu`l%eBpiKzju#Q-XE}*)dD$
zx(%-Sy=V+|c#o!O-pKiT0dk%TXN9{Z))3*OmHphc0xn(I3LLKLmQ7riry?T2_oR#9
z33_)gd@Pr@#o68^Wmb1vXtt9VgX*19j~;b&yTl%cZ}){r)Sk=TfDxApNW95&fG7^3
zaC{PJtw1f#lpG}aBq+Q~ZzF+wb>U@b+}@*mx;&qHaB(#*2D3k7^TUo6Gt*nSxqiL;
zxXwQZ>*Xx2ldK!!ez$o-oY}6nX+?Wl1IMuafp?1R5|f86Gv?M{twlLyu^+#f{Y^TO
zEkMd*N1BA_QBn#u-R252W(N8I*=1-{$QozYL`{{}e(5KY&^$8LabrO=itjIZJvERG
zC#ScV#M3whS#?HM;5S34*>UbCym6l&6O4?RP_l)YS(<CeNph)82KrCh$y9do2v27+
z({m2=I(K4trd8FN_pZI+<M`XYCw2m2%|xE#o)u4dDm+?S<)At?3&X$KXNvRMCF0a~
z7QRa#z$f}PUL+0XI=e_Jh8wV=^qS+Sw*wOurQYc2z!9^+N+?vU1yn;K;seGrR`?3V
zR}kS#u#3knb%|!jFmGkc>pc!2-z23m4rRI7KVBSe=Y@3+Z}LRl=}+J`tCVw9dpsC=
zt&3L8sS@~r-V$NCffU{OA)w=Nv`{ld*!Rt%z;~F#<l~^io{(p4RTrbAD-Th!2Q3gt
zD#_^tkc&emCeCFQGquKk<P;E>8X`s^ESZVZ5iaiOa}7g786x5Jhy;PnxZ6wb)c))c
zE-zcoJg(Q%-S++nL|Ye<^#v^aA#aQAq?*pIc@fMMyODs~e5y)HSfugTuw;aKU+;6}
zJydRJn)XnUX79_>==G}#U2Dp2uVvlw#>%ia3rQQ`Fxee>G8;o0+O@r&)COI9gbtEl
zn4HKWbd3_8MM)Awk&A={jKN|@uo-Kawh)%@DL^D>T2<V6B<Knxy5!wE%QY4J6y^ko
z?N!v7mdXT1B|*L6UY?Dj=r$|+XvwV9(%6-j9j#y{>NswkE&BaC8~2r+pAl`F=56zj
zDjQpdLrDjZ+YFS+(R_)^yZrAP&*D&A=Qj_{KZMiDm`fJcPuTT1<1u6dC`{&(?_7;$
zQ|?g%Xr$9F6h~1Zaa=mn97qSnQ{r9wG*K<Nrqt#h3x*k7Lj{Dd$@)_CYcUa_b>79Y
zLLOhF)FIncnGxOQB2v`X10H~WMkjxeDe;F=HPHpI;ROZt|HRvXKp>~=*T#vOBa51}
zzF|Z8K^ohAXp}4i@(JqcM%rkRJz37oRwI~lBs3``oW7O7Q8Ppxv%_Tf#?DK`(l8Jj
z0TKPvB(T`5U&ts1aFF!S6Ypv7-UxmUa1C*%_NrzWWV!eSm=jgoTn{S>&4;vk43_yE
zd%NRs+d5B!m-BsTAg_e5+;ngE7A^6Wq})5tX}d_*(<Nr8=qf)Yh0$b9ITJWh)!-&M
z!b5kRr_NaD$9^E6a4r2tYK+Fma^I!b3)Ma0RV>d7HnF~`zf&<gLJ|#k6#!`?(Uu7!
z<ULbSbg496CH~8vC`XWt_^Nr>g(Mw@w4Uaj=B1!jI5a_i-#|y{m9xAXe7Jvl03hyo
zoalJCAZZlN{ZZ|XmBy>tWpE1Tk7`E3uFdZ>v_F&dE!u>Zn|<9Ki;CembC-^2x47b5
zAJ4k4q90-tWBZ{r4BO>TcU9(aZ`*y<f{^X)6;O?m{8-VuiN%s$_8H<JUPp{JaplMt
zgj^9GaO(*r!XO0u_h=%ek&(IRb3;OZV4sDpL_kTUJa%auT(AqYIG~-qxl3SN7%=n(
zF}J{knD7Xb+vs?^3*F2QSvJaNB@aIbK0@4OB|`(ha762bZT2H;_-YiRx&t-^{T{^;
z3LyjROwJumsX41ku|5+%K&1S2y}r8(B0nEyg6Wxy7DjUkD7e@Yc=cXn=3Wxqi|pCt
z>eD@FFUfpGgt`NdUWYs}1J7ufPXx~IB5z7pL%@PPq@6y)<`;<H`F7JNCKTGqhN`fD
ze6w&&UJ9{P_N<o3VB_G?E&a?4f5Ybu&g+luHMF&5>s)iR*c=qJ-P@~44{L9fs9MmC
zn;W6WuvGOkX$z~`yvhJm#*MLd&(jDcZl)>8rp4_$8FJo&s$48S8V3oAgum7#eSZS*
zF&0+5Dex|jzwJT3#RR<s8P)iB*c82?mrr&7!w|0b8&xe>lMfI=+_3Z7q>)hL)(;j>
z#<%a@Ob)F3Bsb!3{A<Aegr8f7z8n~y;?AF(D1@#KHcz?M$nBqGg8Rh+Z?)FYp5yE|
z(#TzvWqz~=g*nG&prt{qLN1|(2Ckd|1BhUk7SnsBspbtxilwPZ^~_B)=}X|$H7c{l
zl--5^v;f_vg;xvc0=VC_z?uQEzXMS7A@b4ieeYKCCGl19l?I3cYzLSIvIE=_^gRV&
z)$4)wMa6@_L(7KNqu@j0v#kFFn-T~x{)HuY)sOG`0?*|Ep2-Lta=1b7{Q>X!1mEri
zu0s!;#SKh~P_ud{OXkVR;{wiO3l3Y~oYyss*)(JL5&ZxncoigQcXPgaK85xbt83lf
z7E(`(=}(L6Uxnqr$p~zV?O%oA-vraM1poF4NKF%~|DS|t(ElTspN*dJpMofQ=6?-c
z|2Hn;e+bb~l@$<D`ft<v{|e{$e-@(gCxGIA57GGd)C%KQ{{EleAJXFw_wi@>&-|YZ
z$XA5MKbew$TmFkS`N#HumS_8eO)!5=|Lpnl4Ke=(wfq5FSicVB&+pIjAH0S2tBXJD
zUseA?VE$D2qXPJ=+}FOp>ioUTKkNLxK06cBKVg|aUH|RC|IZMZKmGir3HYZl;7_mr
zIFUbdx<8iy@(=p*&r9%64CXJW=4*|S@z06=ZTeqBIe+c>7r^I#DEZamfBX5rXz452
z|35bMFL(MsH1+4i{ypRKp9jMH=Zw#P@(BNb#Q3m(39i({jLl8WoFJM1VZ;){V`Kgo
z3l<X-{ePQE@;4X8zrsI%w)}%{`X~JJH^;(1;U5M@rmyGxe}sP~+TC1{l^1!vZK<^v
zEZsL}EjiXRf{2V{@uEqH0;zwNLqOIBY9mK04}^}=?D$gw*)&&^BjQQG+oKNvVu|(u
zI@_h#3k{{XF;0%7Wyl|mUOJWm37Bj=rtoeYdU>yV*{o|SYdc@Ie5n&A4>L<aZqa0j
zMP>zD89dkWTjqYgeD4T^mp+eYk2@$FZ43{bmR3Zi1}_*jK*fKnm^+ZkilZ2dLdd<9
z?Q%9>`pn>lIOen;oEM)c+1+DkG-j+OR4yc5HknMW19;TOwZyE<YQBFU*B-(?t-eiR
zk4tn~&+_zlIBFDkEUc}A_|6R}ez3NBsg{j8QXEpl&ExVhUwLazc=Cvov&@;!B~fq0
z5(6$e{uD_n^rCS{`Yp0{_bL4}$)=sS;zZLRX5oe!2Cm>icIk6JOObZyK5BT=FyvwM
z*{W<rr51u-4(oE7*Wv!>3olXM>d5fg4+d~07z&X6g9pbr)YbqlXm^bMxRg7<TI71r
zJH==_<|fR7zB@l4|8&;`8e$y|wj4D7ytB+~%_6wYO&MluSx}$dj~(#)>_?uWOdyfm
z^P)W2xgs$}h}lE&_ziK;SgO{0y@!gPP`3KCagYXISLOnzM?XIKE9aE}A&{`oelfo6
zD&SAKWVE;1>Wn-vf7||55G!vSKJpk;t^*&2C&tgat<!8Yg^&lM-CwHyZSPH>tiUVB
zi$Fc1@8`&$ZbS|0M?<>05R)St$W}B;QE=<?lO1+=YN5M^h%b8T!fa|MUGP*to5qm$
zxjv`$WVWmPQ=SNAptf^o0*Q}qZNVRUb9}pKHlUmWFLGAJVAp@(aj-p6)S6xN@c%|h
zTRGMS12aJpSv}4Ot@Tq+s|6d(`z;tSa|U?Lc4H_bF;<Y4@2wCMPiZVpPfk@J`QtZ5
znsJ;}v~w+$<oVqI&;tJi!ppZ3P)!{+GE1YHjLyJ}UW8WF^_ItIs^N4gBM*<m%j7FW
z4^FR~iE)SF_FQ?#)E}*ndKOC?LUMZS{M>p6YB&%Iz49r90pgTi)!Kq8Y-q}DWffl3
z2|yN~ZAQ87dlIRyn?7svo2}-<!-I?5ABBqqiN|-W+U)CI#J8I^XjJ_<CCn`?f+AGh
z&1M(n=FW<Q&PasLiu_2LxN1y&>njZG$Sb^-G@S4j`-VuQvMD`{afOYO5mFV_87L(%
z=eqeHRjb?PXIHsm=iUqzHcGo6=Ak7GV5r2X3&JD|EZFH<j6QG9j~b5mI=7Y|6CD=I
z0|#{;(kh=z=Q_K;w@1#trX7P{TV$kEE(b7lSsjfgu%YlWa#~Xa1uE1DHNn=|Dr=aT
zN=h0tF1jaIf`qt4#&_gni5uao<oNspojyRFGOZJ4GIT>pf2ya<J+pSQa@^Aq%9K<R
z3=IbuVg43nGD5piH~RKlKxRfAeU&wi<pvNY+Ve=quRbnk4}0aeTd)-2)b<<59!zb_
z87b(SDXjh0kvqnDJJLSzP29-Mq^TH52_EH$yh3PMB`J1B8z<b(5jaEY89wdSXIDOg
zO_$!OXUXlin30I)0|zYjIre%-+?rUNe9+cwku#4Bk>}eC#-C|-BIh`yvN7j-hkIQ|
zUiB4@B8Rz?a~WBJO6&ciB0Fur8fT`Sy?RF{hd4jyOMH>kiNIVk#8{$D?ccqgZ~`nU
z^6HMiwffoYA+C98rBw?!k&9p9r_JwjMz6`J1OSDM*x$I^aK8sT-kNv=eyW(7AAS<L
zGXPf@QKv|tZnr^h-kZ%Kl;&`o`*5Vw<VDRy+%0LrvZh+@p*l)7S3T*!O}r_5EcIgd
z0@`OZ3+JhJo^#E*<=$f1Bk;C_j*~uSJKILj?GZft-83ggiJ04J2$F8C3N+b=9RF}n
z#*~SgnOnno(R=}U57yZcn(St8*0KR?^7HWX2=GYC8nNB;8U0NBR5_w_*!giSDXsLP
zmQr3Wzj1!H{_J+hn`2;%C^9u4t-puL08x=4DKRWN9oF%5Ay|b?Y8#_?@(6W8h`pD!
z^({x`q(HbHa8v&dlp|s?Uv^gY+Dp4)%ms_Xf6f7Qa^Sf+X3fY3cBwaGSL4ZvCj@sq
zYWH#5Blgp`t6vvUsE33t&|M#1opc<bai>jinHURx1Br5=bBE6U*D^sR!qT;3KjRKq
zst404GZ@pR*#~3;n^LQ`M#u&`NXk3A(eqFgAEW#$fdgjBS2m1MEks96h75rvzV?I@
z^AmHDk#pqX<@RYyW_0k<h<5a1h0%BQzD=n{7w`T{d|Uwqn*n0YVVRuZr-6y1j8`#P
zG5ICdn2fj#lqg|F!tdMgN}aUpr}k~>ux%3-^q7Bi3yDm*-H!2h#o^G&=oS&uRwxEB
zen7Ws><kc`B-(X`1i=o)&fWKi^})-ZB-_)@rX+R;^){v?3Z^8Lnc@>U6bcDTgi2@-
z4IiZ}h!#b=HdaC(Ju700#SMZJti{hE3+)KccIZCf3oWMe!5YW?a@wc9!i<ZH(&ZDU
z{BWe*u-ZCsg=~mIQ#5N5FR~h-Ad)Y2j3*i$F)OVqvcPUwyLrxWshT01%WA4=IIyhx
zxIZGy`oG3njavzGj{pT9h}{C6Lom1zj7hh))Ffoh&yPwQE!FNdwh}Z{RC0DXeX6y`
zmT9_7^r+Bq=*`YI0BIm0;Q~0S+Y?YqYlO^3$KY!vYR=3rOQ<?2`!Cp|T8x&ar6T1b
znFeVz#H0@YYN#XeZ!r?u1+?ugqu5koXutL)-Ij-P<A!a!JjNC|g*&_-I~{85=)3Sx
zSmj;ITKW8-Z*<;td~;cb{cfKC7;lfq0Df-;BQ0->$Zt%k#?atjo}mE9vppv?GoDf`
z`>6uU&?l-naFi`xK}}etWGG@?>VRarfHUphenO-)7kEor$^0lFyY1;nRR5qkzKBGK
z{ptLkDX#6oB!Al!h;4-JrL3ZHoKN{IY*qU!cY$#&=6kshT8USfL%+7m1Z@0wOSKHm
z^W^Rj)?iIR>19C6+M(zlx!4=cS+n=j=k<=loF(_T!4adI41ggXbn<EH;jekoOF*0s
zy~F#D;4s}8V07vb6)+Xp^X)85cuYXOL_!PHuu|HqN&v8tR=`=qWNY*@@!rgw4J9RL
zm5SY!0bN^n4bsiM<&~6rWfv4;JNcR1bSXDA+YziRjg9k#O(Yg+(@^l6hJBctQTz^R
zsdg&c3#qw-V<xR_Ct86VXa`%a_9qn8+8TDDg$<U!nMGMddMkz&E2VYE1~p69WW*n_
zLo2b*zy8hCHe@t|ce|E_dXFt|0}1t&%0jQ}feE~XbM@*zr?6<+G;H7Muo|cp*|n~_
z`nN|v1N%BY2w@*PHRev)w1PMuO|UL*eTKF>m+YHgd=Bh(EIQ;zyo;>`_U$G<5kp=-
zNwF&5qu8`u8VZ-}T>(zChS;<|zsmc4txbQ9Z}+I4Mo7T&TZ5Hh;k<lx5d76a-&Y5l
zc7Ii1JMjeCy^8pB!NRe}4iWvB!oqQG*eKpJoBt6%x=sHniG}l;W!HSoyJI)Ekg7AZ
zZC~t&w0kA3%APJ}OT2WlooHi`^j1ZAkXEJ7PDMN;VbLtXHi;XHu!d8MqZEFFV<l?X
z7KM#;fd?^tU1^QqNSuu!2V^Fu>J2~n?jLhSa9!dA=B5Q3J2gO01h4|#WrKC(w)Y63
z8|{@U!2q&<{xn6dwQE0tbDus`<HN=&x}J$=JuKV*te@Tn_KbMUk2t^r_Gt--a>Yw3
zdF7)rg^(=_0OoF}35fA?m&fYWH*pThh&{4FuMPB3WAedoxg~shgPCp6bz7hX#LWwh
zy_$Mk=ZtHpL(IX~!g*^=|5x=U7^+TBC$x~DY91B=uc2HZq_|$5x2u2LHNtj-_?2nB
z5ZKf>K>LW$tZ%;hmhj3?><w~!nI|=y9ekbG$kSJG0B?P89QaqGXmHO3vd|bd&jBm7
z=aws;+pXtXS-@ga@<3UBF?!E@1qG4O?cXY~I#;3)B?Mk#x_UGavv36%vsv@891H+%
z2g0!5>;$%`KR$06?{rHS0DP`Cy=;zF)Pomg@i>Q<u7D`b2s_d~LKz*uj9t&t0+Du7
z^PyGdBHgMU(z9ZO`E@tpE0E`wtvRhpPCiSfC!6%(pjkPKb}Q(NJf?3w^NEW~<&3Jy
zn&VmO4{C;s2#foRbBj=oNoO{%Dj|dRE60vFF2A*zD}gHOF19bwxKlEvGiBSW3NUAj
z3UnXtuR6AyUM``c`PB7{x7PJ!=VJwN;kTKp;c*mZc!L~ALC%E$Mh<=m$ONc;cl$uv
zt4XNduUYUG&>83g{~q^BQAuR5T35Y{*x1j{-23t{)`b@JG2NwY)(pG`ZTf5L&>pGv
z0!4b6eFEv5tQZTektB|KSzr`2@Gs^w1HmCMaRu#!a*8wY=btb8B*2NFO|MCy19>AX
zHe`fiPwvLwSjD-(O3u@!SEx18=JszaqNa!NH-Egi_QrS9VOTt{rGJ8Na`dj#pj3!y
zZ@!i^?OF|0x0W>M#++EJ1;;U=){U8m@6EYV;ZQOsCH-!OkVT%~RIArN&I78YOn<rV
zi28XL|A_OU_N?`MRux6=(`q+W5p|B?0W|T_2Z|y5N>(E5rBxgi5l;+V8?=m797V@8
zF<1&b{9So=6sK($cl)HRRl~h;ch2%ezb-LJef%0-7c09Gz&V*1M)y<c13)Fb;@yC|
zj`Yr3IfZX*(MPP0>1}DK__mF+kfx1I_W9^EV${?E`+=;;9Ev?kJ|oF4_NVv~)#-R~
zuu`riNiC`MsFKSC-R(ed>0ZJsi!VwLx3=-VaRG6SYkvK*{*su-iKlsd+HFt2uqkxj
ztpibq)5rOMwG?}HM&7aM8oUjo5lQ?s|EqkJ7}qzsh17s;)dik*y^k<trmfn>YC^75
z@1mpT324#0Zp@z=yqW!oEUA5`LQ0V=b)T#u>ifw6L~X6X+BxmZ2)|tp#@&1!&pw~*
z>Xg2ZN;eao<fZ|B*riX6-UjYELx=2hgIv_XXP;2mD|=rs+}d+wqRxSP`Gm)I1&I^I
z4G10D0%tXYv`&d05NnkQaq#_!FAVKe7%{8ZvUO2C0=oCU&E37I!ybWESeK7zz0*x4
z!#^HGk8n3!DMoipT~m+du|$<liea>jcKnW|K0k<medMX$Pk^W2Ok^DT(t<XIN>emI
zWxp-QWkOEg6kK7Ph)5ILqkcwXN}tv2v9s(EzezdD%~*yuGuyzKc;;mx*wdZVPpx~Q
zx*^Z=oN|-2iJj9ydyxm^{dAM%)GxfE$zJ67avi2y=<0+8!$ryyCJ+CccJ7BpIvu#b
z5q!Qh!OViCdR}Cfq>8{D?FXc`(n?YynkGTwuB}Z(1@E9w)8b<NZpiA>rII&kHtx3_
zr0G{q#J<r$z+N@`#?Qv?48MIR6w<@tU9LKA7mtgFjxz*tP-!Gj5?Qqyw`x#)(79O#
zt5$_HbVwR#Q}kZm7>e{J)8rlVM^H)zhEqcF1D!KEpH+K)?8^mgR7+#O1!eJ?1{D>J
z=;&*TRWJV`_=f&F6-CsU6=FJ7x>RR%r5|{JJ`*MhU3%6j4XK4j?6H6y82mh1M$XH`
z(ijVRV89MnVOh9sO-B8N#v!MMz4)Cb_!BP|;RQfCI*cv3zsJ&OOmPbrTbkg=vDrO-
z2RjR@V5vK4JYW1qyDZP*s4urWE9a)rg~aF8v8Oy}-3{Hs>l<z_`K@?^YC=0cXB9Ss
z?@&3JVaa;4iMApc0T53B(N-}3hLl%B*TJM1F98*CA$_eO$*JN$>xA;$<k)jI-Qk%|
zSxMU(Oo@%A=nqz?CFN~=LC5$(w^2+*PI+`3ico=mE6Qkq(QAs}m*nA(-6=*F?wWT&
zMIi@qM!|;&UKC(TPox?&qcxC!z2VWr$f2_(5uOp<K~M-x@ExOsi7z}{DIwax5W<j9
zj?)f4Y($1&{(0XrxEwHKvFqvPhvoc1ID64UT9>hfrnVGUbaMm;&xfT~6yU9Q?%R8o
z{Rzi2-+eo^B#x%gu_6~*sjKUQKQXfl5BK9<T1Zk9*#p>P)0>2R@|i>Rce=-)QG}*M
ztfUO}=`t(^o?SKzW<)ZA!s4Kdl*i3M?$?+bco3eP&K**$-}lj+&+D(VlT~aL*q_b^
zN{RAIG14d`3r3mgDiI<1)l9r8VK_E(3li<fsT=uv)S3?y6kco`uph4ybw4rau2c66
zg!7R!p6`=v-2~i%7b0R)CuOr4HN<{miSNPISHe0Z1OqnKG#<0$Bw5i(^k+*lrl4wA
zvy_oj8#RdcAI!E$$k+S|TzW!^8?il4AOSDPLGsQMF1^~2p%D0fzpWJY_2gk`6y|Y+
zZgkpROUTygXH(QPiItwtJlYiJP`N}~w4meqA_VVuMj!PhPq)TQXGaS&9g7*sT3FF7
z7*-mrPrSHunT%Mzuun2EMe!?W5wV?Vu@N$6*3(G-a(6$?NxY_n#L4RO%J3|emEX8Z
zv6Vk1E-=ix`5bqeT-@+;x!AZ{>kdpj)KxebveMt5(50~Lx{q85fyuyyLb(27KJ9Bc
z<y)2|wH=fqJutW_M<`k~C>O?B?YOio7=Aw^DVVpS(+;SO99+OCsoA(3H&bYv<WRQp
zNE%Dk-dx}lCa$S(1*aZiz+vkl7|KcDiyC&yrN)`{tC3Mh3mZm`Q|;8@4-EpNJY}<|
z3+GL`qF!spRMY32K&D~<SOKp|4hfQSVk3;dPxtcH62|gVnJDuX1qb!P-fQ{X`LfU2
zJ|6(Jb|MXqTjYW6PZh<>zEI~0UV2?+VnaP}-)BGVJ&uV!Vimo~w|FY*EUKbyD0xdm
z0e+t97EJJZzSO<iaMn1lp3HlKTcX`;_`8`I<x0(aG(&pP3KrN`+cU9>B#&dqI=Nu3
z{<8h<CL<Y9s6!+@jlo8k?z<}O5cD7%SFllD3t@35NwNj+CdSntEMOm51PddDSqNIu
zSbJkvA}9A~yt~Zh^AWmIwPe-#*06jd<Wq3I98;mllcRZD*mdUhUGhBo7A|KMC&XvV
zpZIf3=pCIyg_EXYWKpWf!nA0jo;uP3EamcsDr`Jz1EH(!>LPa`Q#nWZdf~YYs>$`&
zy+aHZv;7Q#SINMvAQjBd%2^zd%5Qw@qk@HDXRA<qVNQFxjjG7;^Jqo=x*4F}^DfvW
z_^S&;1?<nA(F-G(8Ey|$Uud(je1>vx@@ot@KTSBtjkbD!a)8iHsCqmceoN`G5_Qta
zF3tVm%Z$5pX7>SQ54;#T8#Fw0keCR`LxST}g;mRECrDahg}3)qm`B$7Q}d0(B#dsB
z$D?dR&9?MF6Pa$7ytl_=hNr>6M4xIU7OS&&?PF;I99R2xXUmj>>>;eJ+e_IdSFM8)
zzs?Wy+d0vM%dV#*(h#VWOw9S`7`>jip21<LP|v7jN)vW43ygv9I~Y?Im#9@ge5rzV
zuN5*Tv1ypY1<YR{n&fv%^ZD>qibP58L}D|%ZB2r%NBMe==zP-3wGuI?OKDoXvw;n9
zsy0O2EaStC^Y!BcsnChr!6=9dMd=NC`5;!J<!I+c=Y3~-3xCp#5i`q}Nq8(vAp;fE
z_iJF)vg;QK*!ORpy|YOat7mHKxLi`!l)lexysqkY7AAyS+BEC3Uw^n&ntdv|P;WN6
z6Jj^jFkIndJ4piVdq0y*D0Hqoi0;4YQqX$U1`Og@c{!|p3@vg`x!!}s+or**c*W-i
zs*cAzVfl;mLCwkMPki%xoW{~|a2a(CeA2Bs!=y9r?be6Hxf}TI8F=-)2fC2h@2pSR
zwA*T4y-bPZjVK<_U^PZ>X@p(3R)APm`5T(q!Zb-G!bIye?6=kg%?E8FV{oc_8Q?LA
z#9=yA;+o6F+V|b7bOL#XbRUn0Zef~hk+lp&UDJ?iG_A#G_0WDbZ;mcVP%Cg1s-d8A
zyCdddsCM|;u-xD!@M;U;7=?)9T?iC51eT_9d>nBd?9P4ThIQqGOD*MTfP7i!1`rk{
zzv(R<<4NYKQQ<ILllE(tlW7I8dx$8l%6;87Cr(zs&h<ho6_$n>T^-dTO(f=s{Ftns
zssj)e%1G1uZ4edQh+zvcan%Yk3NiHxrhZCA{=F7U%YA_cwTc%$TIU6egx_9X74`MV
zycB00PMkh_4jEVAUc%(Id38tQECs*rdDBUIh%-$-K;5|Hvy8FLEbFD2X_&$oVI*O+
zq+}Q|vCZ8pR`r=rf}-81ZYc$9i%czwnJcET@+Y{eU|J~aH-72q4<k)JIlGRcs5&M;
zw}CF4oiz_r8L$BQ7(dT^YbbU6wS)w3<TFnS`ifAscOeQS;Ldvz6QdVceH~Mqn;Xqw
zpuF%?gh5_3KmW|#F#bn6Th3XV>qSLm%^0Z)PH~5!YayfMc4<ba)OGjqTrW9=SEudb
zP2%<A#_e>c8>^AfD@^j+)w=VeA6S-4W}JJtt^g?<i7jdB=%@rJEO-<Sn;<7QPub;N
zDzTT0ySIGN<DNT3-HXx{O5shlNTt)!4l~f*eWD0Msx7pvV<uB3lb6}&^tC>3oX+9Q
zfRmw<e{NoDyJtDzv8xPC!s>A!SVv3`RwLL=t%u=lZA29=S2nK$#F$=%%=p;jp(=7{
zK~1ij#(?|_JV~fUzWG%p)YgOnEX5I7wTgG@CwX8Ehuflt`nvstYsj;e@(ml3pK|Uq
zIyNs{9nvp^-UH3Ti16|PwWS^-O;p$(c7H#Jpl|nMchC&LQqBozw|W$u-@}3f1?^V0
zX@kNU#<Vf;2|Rfmrr$CQUn*A8*WO-}cw5ApW)57u3q9*RMuGiky-dcnc?)(5%_#$O
zVJK&%_G6xDDXYkR<P)>puUibAMqx43v>0W6zu@~Ah24CrNM*`+eC|0AqD<)__;iC5
zSV!G7L5<F6zMQTPa@w$0UjU!CnC;OR+u7^7=sf5~dPz5AVJmxo_GKzErVYaA4joJb
zWH<6$DYB!Oa%Q3PzynM}hXFRIFXygSSS~f5GO1sw5=R6()T)FFi4w(B=AqyJ$e^(p
z;AtZh(SKIx(AjI?;3rhz7TrDqC2~?y6bLtVj8GX0Cp(u=ix4S<&&roQ;R4-#xN3!v
zgU-}PTZb9R7gY`gvRKbw0U2t>FG(F(7*7#%(*P+=U<WSq=&iX^*>;^P^<?!lZ44NK
z{cu&ZS!yX8S5`*+NsjD<zo3ZOZpkw)O4jw!giXnFh;_(H62)~7`$)$c`F-{+9`|ML
zhjI2vgDt2o@SYPNM%}PiXqf$=eWLmr)h^Xo#@bFb(=gj~@AJN1Dtx_Ph&}t(&YfQ~
z6>{N}6y+~h$NEUK#JRYPIT>4abR8z@g4byrXFNtA0`-Z)j=iYJ*oAWxV_7AnxHSP9
zlnw_P5o?R-To9#u2ffE2>LnvLlAzM2JPe>%k~D{*%kOrpy{WJ9q(>WqeUP{qty1bw
zBu(gK;yb}-!EPvusVZby#H?3+g!^#ZT6>BVal0n>UHiv6J$uA6jrWBEa7-xuj$<Sj
zIzB_;(P8!(hXZctQ_$M$Sw|T(Hic<IJm9DAJgpL1hDf5LZxUStJJWYJx4}BF*1k}{
zT%Pz#t6FB)!Sz8nvUK&_T$BU8!I6~*dHd7#0F=@Cj<{MuI{k-XD+YyT?oyZYs0exM
zT0#|xOm%yL;zXVZ1?k<VYrzDuCc*?B%))lqF~xO0qt0RlRzn?jXvQbslnOP5<XrZR
z_Xp@0l$ioxwtm8A6DP9v+G0ON+?;QAKJP{H__4M}T`2OL5z%@*@08W^NWLks`xw2$
z?sM-`3(I>qwjIY*WwEuMtKJD~xV$`;!uf^jrhj9n{}!5=30_%iRqG&J%M(2q<13j6
zWvx?1Z*k+=jvI(pAujzUo&Y8V5NpwAIBy=xVSphX4;-4rCO&^O&Y*EBl-qC;UThTN
zRYq}zwOC1J3DE~Tj+M`k0vN8nGksrF^q@)C+{Aj$>Z6#+F%ppv!pX{Fqo_jicy8Zs
zYwNCO#N9CcCaEd38e&Uk`r)L+p4|wjmNf0hLYMBPMxY1@?w<(<kUKjHn4!aB2MQ$0
z#MrW-Q5Bk$*Kf$wp!nW%HAo4g5cIMG0?oBphF-g%TxwNh#|*{AD&mwSXXgf#<?)Q=
z^H{*jrk8ImF@ZBs57#s(I<OYVO=hOQ->gnuuiY>`UZ~UIZko}V5jl{-du&kPZhFA`
zIR-=c`XrgOxjjh)B~#40l4ND#co#ppS-niYC4}HWGQ+A}7hAdI$_o=ld5p11iBFGT
z1OZEGo4MOQG*ZA$EuwE6{2Q@ay#lsG74$MXqN9BU94+(;(2^57mhM&ne{&V9!7Z<~
z*O!!WMWzTBdMY)oR4=KWR9TFO_@;C`K=h<?^jf=AIw26}Sl{4ESP<X>`j|t^6+JW<
zTsVGLnE#R$6~S7LB9|Z}@OS$aOk2C)_*t~emNPV_3<MVmmS!`PRcJr{9m1EBHYe&<
z*ZQORs$zVz>nZYPsH)h`KdfD$x5Dh0-Ff-lmNH4_bzx-5+*|F<;0b&5ve8y<LwS;n
zmn`IiujP>TbN}ePCBP-C;P$xvwurr9s!{L*O6hlrOrWtfz>ge0_6#B@1tmiF2qm-y
zq^KS}PmcDV*Zo{)1al|o->mX-vl2kIKpA}ihZsHKm^Zw`+B{E`6xcwpyf|IP;NDxj
zMlcs%GyJo;!d|cY2XfPNgO=fAv%=LxKtCNpxS{MbhD#KmNCA{eSBwPhI>jK7Sn#T}
z_~4B<DCKD&>C^(6S7YR+tUy~8==sjeEqqtiBe1rIWbJfyI}wszUwO3PZv6*?PX8Bm
zZy6lPlBDg5)uI+NGcz+ow-{T@%*@QJ7Be%on3<WGnVDJo)aT5Zot>F)cdpsJKd#A2
zrico8Rz`Sv<?EI4_|m2o%iJ`6(qd79lN{^^KC;E^z{=fGU{!52uQ>1i#4#_+AxOG*
z*^ZKJcf_h;<jA}MI;A~wzpEuxLvU=)m<aZO8X(LGjFKi{sTh}EQ3G*!GhW345loyo
zh96v=Ma5$9z<AOZL|o?9%_e1)kjxh#JtNZy@3CY$4LFXL4P)a%w`I0l(7@3QV61@(
z1kCFT3CNMi3IzF;?hO6cR~P&DN0<7_1mClSm})tINjeRzgh9jOLe9gQSvLil{*L@`
zL@m@P%}|H~ufqxHA<ni(x%x{T&80%(#7sW$qWX#?;P%S9W?=|7_Hu7g*hNmM6B9yG
z-wnFCdSZ17p8ihyuYltmnuWO-=xx4wv|+vrou>g75a|idw}CVvP1Cd`os~`8`TCQS
z!`}htJ4+0#sscOB$O<Gp$vmSzl3$Jwtzu0o?Am0GY`P<HpP?qSnj!A=SSBvV?Y0*t
z0ZlGVJ@hSd1}LbKGP0~}N%!PAB)yiVC?ljVh)q1wCJGx+uGhU=WG=42d5&2kG}3!#
zyVQhQp=~a@SHjTNH9;;0G<q-Z2?85X>08^rIJ>#RUpf*UxAr021MWLeua0kG=~6TI
zbP}PoFpom5L~=FXG*-(lz4WgSXo@D8J!i&uygm6|w|L0}eS5tQVvU~}&b~?Cb;6zM
zVmhE={<wtJc&1juE{Q`Nc0-MS+XlHsoVoh|!L={i$P+q}=#e;)>q%GA$!eS8>G3So
z__^!dXFe}0kC6&!&rn!}0aCuEN#>kxqDtl!bhAPBK~$3@-@E}`ugzE57%ADO%bb)?
z;7wBr(L=O8V8Qji0LvpEDs@RMZh9_*GU-6+6e`Ng{iJJT>u25gLuTuMcU0fh`2g6I
zm))CNU2HUCXu_6i@5drbex}$0^gVNa)D1Hy3P-}@R~ISQJ;<f>@q9O~*)7Qj*EWAw
zvMZ3XL6=q>tLBw169$Mn5G;Sh2=gES<BG)SsE3>!763J3&KjAMq2crOp}b}^LrAj>
z3O90xvywP`7X~<0$izB|2FRl;buxP78|Z!}Lk}uy3Sma*WMLwGNTjJGu%=)dbs?V{
zWZBMeWjB!uEl_H-TGaUMOG3Gn<&<mM%_1m+y(`-vOUNp8dLAFK`?Mmj<{8xo5vU5^
zlx=pW#E!U!7u9O&S#ev6aeKFEhcmS=ZM&!2TnsumrNIk8fC#GJ-(w$~sWaTpm)ZPm
z!xWC#fOqzBhiU1UI_<cW@MvTQY|^+AD!=#h+h;8bVfH2K)_8=FaYo^xEelQ;)5;=3
z1nDA{-;_a}wKBuizF@htZPr53n;A0k)h^qUXC3Ia+p{A%faFTG(^(icv#Lc3?{Hi`
z`Cay(L~Mugk&k!N{3?;FG6<G2Nc0<_`ncL`4~3E0S17LT4GK#-8}WX}^K(=GD&YYd
zr<41WwcT^A=H^90zLm65qh-I9)#y5@DyR3P{0Y@TxiTSz@<PEibJN2P*CU6)+o0nt
z05N9730ZW%p_Q4!&70f26yxTsC*WwPZgZ%2+^*Yc5*0KUT?PTMdS*LXxolJc<5!eq
z<eG_UT5&pci{vk|1^pDA<=Czhi8clXM*G%HyNX&=q}^xNC70|UpY?zW8HW-^!?l$r
zGEkgmnZ+UvUBY~2NAM7+FOg8Vu`}ijWC00Zrex}MHN2;o!59$-UiIm3q;%L>_4m|#
zh4yvTsc1{OQgAnbr@p#89gB?m;BGa5+I?&8Nf+m~Od;Jxuu#tw&vi|SYK@B^(!Sfu
zLJTR1A2pn7)OI}*1@<fNEULs%vkDndP)bbDXAt5E5HrKNw3}<UUIZl>*oy<piy`M7
zZF}ncnLUx_eADj$aPYzRg8PlK^~n8X-lk2uqvfjKVHnX%>Al(lbAoyDW+ads<M`z^
zW;@4NGio{&_D$gFtRbxA!rA<~TsS)e6uqqwx8w1>8T_5#Fu4sakfw(#s_reuKhYFO
zXd5Ki$6^;@KvZ}urk{}UAckMp++%MWxiw<!!Wv2^p?jGOS&BTN0XfXsegoDERZ`}s
zIo7F9`rs)Bc#cE~0(>GGD&=VF*Wuhmm6P3csTLN~%Vv|=bDO5juU4(&>n#lQ3V<sG
z$ExIZ>vZhJX2tHKeg;>dijo~t>k5zeS@FXh25X`G>Rwled!W)2uC5pUg^v!2(qvw4
z3Qv*8IQb^-#LJ;~BvsINQ$K?c>R@LI$rH13$qw@DLmrX$3ZNK!=YTGTwsW9A2u3kc
zbx5x<oVRlDMm9q`ucSl$d5W*ZPP&j`7l9I6su4QkR$vNSAT3$xo)lq{erzfC{1od1
z01OTckQ+AXRh)DgnDcL%(|>Jsxv9fat1U1@gIe)QeSKaS;?*6#gVK8S2BX)M6WW3^
z!GQ$hAgPj_pC+D`J41M*XqJOJIfDC@fJ??S$lT0)O|kav93(+i>KG>C`DhyY4a1VS
zLryjKgS;VRgUn*?V&Cy{Lfq}v#98+{=?QnWJgd_5p#lHE-B`&8Lawq0FrN9O8R+nd
z4wD%)0ibsF0r66AmYi%21O837Fm_?vVh*W&ewSWrB>Fm%;Nm`oytbkbCBRB&LZspo
z_U89glnG$%E^{*i7&Jm~HrYurRh3e|w`%6>8c3k1wcaePx>2eQP^Hjg^Q!MGAIfO9
zJJWuhq&hF=9-xVc*6??}s^w|TIC|{A@KU3S^-(S)n)i12#G_S6a7AH9ad|y)%-K>C
zP<BKKRd0n529GAA4rPwnDpu`8mP%W#MNIe;!%;M~LBtOu#66}kk?3WGsQ9I%HN{8A
zatyG-<vh#i(lcqOwi5<Rr}&>6+tVmfDR<Ec{2`L0kR%ZezRiD!qnGt7FN;uhaK)yQ
z%n&IL2HO!*iP{&(xUU3}!6i6h0?Lz_&%GcnUl^3%<T;zQrW;kB$jStJu(_d|a9Yee
z{bD$v1Q;cG#f6HcjgN5L?><Ii@DMO%KJPy7eEddfBxk-c(`U~gq`TAWMF!Q_VRJ#W
zu@@RcJj8TvSlc3;>_?Y{IEk4LfqOw{*hQ)$kLN+iM;)?t>jkr+>OM!_=nPtHCF9{p
zCCre;vnrs*^9az&UA6V%#Io58I*ipU-DbHV6x_MH=RttecGBEP(z^vAtJ&tLXbO`R
zTAWWwPxNh{P5#hj?kc#`1`0KeQ&cT3K`MuQ>2d=5SXs4Oa&tp8(`4{eXafBe;hi66
zC;b2<Gqkhj3*sP>9ycJ|gexE1gz*<0NC12kLQNEIIb_v&=I4rGXGOuFP!iw={VKBV
zD@q0^dcvDd)qV|2ob=nW>-6iWgG1^`rIjYhA(dBZ(>5{E97xW>?q(^s<ga{Ih|UFh
z0F#mVOsAdr3=R}EZKB#1Dcsm`fov@l*Csgxg`{)ITZ~WJeZXUkbv2`M`R2^VPqzf*
z@+YjAuWfcsuczxlu6Au<wmC{QM8oaQfg=l23j)+HesZgs6$h{R&lJTa!$yhKc8&(F
zF9k*~V1<2@TprKuBCL8jY!a;Sb)1;Z1@lltJ3nffMme*PB^HySqc@^Ay27~@agKLW
z6qU{gy_wPT4NP>lzjg{c1)l0)jN|R8Cpo|Uq9Z{dDq&7cp{fGu!-|o>>)bQ&C<-aT
z$BsPN=6)uy1l$i34hR{+hUOI!LtQCyu8v6Ahi%C>k#`oEN*f9wG*QzE+Ir{2J;k0s
zL-@Elof3x9kQMBVnIUB187QXqdN_{|)mm%4Z?oYBJ9F;cnn?<8_dU8*Y6{}K*pC*p
z6M5HN>GV;HN%cVI>gdiY4j}>?cXhezKQO-qN<Bew@FWrHV}(;g$FoCx;>=5LhxKp|
zOhe&gMM%_&qiXins%RK6uo_IY8ZTVx1yZ(Bd^~)l)Z6V2piwCG>vBcu?JZihQ%lE4
zm)DDuE&UoIXxmpLi5cvpQt6JKx~b2oq)cs2jEH3|#85#qfe)ZP)xJI<$@TQ+bZ~*C
zsL<q>dOt`AyY9fI^bz<day<dVN`XBrENpUyZK7Orda~f;bw8XuhIlWC!|qGE{W#N2
z$IN1Hl%ri3WNC8|^U(OzRc(-(esG4-@q^)ct6co(h{kU9JN&%v)w6?5;y}=Vf4<+=
z(?~Os2q<Oc^ax$KSvXyt53vl2te+q%AxSEFxxO>85*3;zy3*D6wiz^F%@CoJ`QFd=
zJF9a(1#NG#044FFtoc<|Yf=a>IBuo#HqT>s-2~T11}gZ2`rF~^3-=3<7x(o$?5yiN
zDYV&}_3&HEK3CgYEOXdIn{Zf%0Gbi4gj-(D4cCT`=NuxhN*Wmj>s)GoiX&vpOka`t
z!St&#<LwJ^YUEAJt!_K@Mw&&HtKTzQLbPvb_l?;v3(spHnfjBL`ICDS2Y<N+9E%%#
zd>k4P`y*Ru7zH=f^6CO5e&w=A;Pdh@m&5!r6@Ths&xgZ%gB7RMCRbJs&T6B~wh4s}
z=NJCHAS<5S2KTqEVy$+UXNzC0M0EZ)ACpcyaUv-XJ(-8fhd+JN4?t<{gQJ8W<pgz)
z44(?u)A==-Y)o?2bgB#3Pay=mX^h;C;NB=-A)cY$g`P#Pt!i;WcthRKo;h-Ob=Y<G
zEED>y4VRS)d28edzl~RJkRH8Cc_=KOt{idt)8h%Hn<z`(974x{UTMEK9!41Li`ztz
zqVQs_M<aOR(U%-%N|sO}9SaC|J(k)6<^Lk^D5-_UgO@mSc8?A9CHcZPZd#vwX2`D>
zY?x=%FBbf$$F#Z7oQF2WDM9ZqC)BEQiV!_$If$Gy)M;#(SZae`(mpga)|5DoDZQ_g
z?)StmCCY}3+z0aIYo16S@VBaC41B{-TMJx;IF+%)4tU)4*Uh4g`?qPB0K$ZOOdABv
z+?NNYq6v)FhjR^rh%a|Fq8rX9n?@NPX6`B;7oyieFQZ9dm2g64af{u657_GBOX3K0
z5BTkv^!XQh(dGEjluyhYywWqL@lv_{B{$mV^yt(}G^P5IjG&TfN7ZXP_v&AzJ4lIj
zhpyrW&<(ZQ=lKRqu?%4;!ybLi5@DmK*cKt#+w=SKX+=v`sFG<iMR^JAv(7sEBXlK)
z#;_i+L`6Gl-)$K`9-lReK5LAVwLMkfQ}Q$4zsTfdkMfA&<XOa})|SGw%s4$c4LI%M
zNG<eG*c<AnMxHRx<$p;r?+`V*JDI-De|4W4IN-dwsTQ`9_9M4E#SDAl0_Cni$3x|$
zNCqLIbq{mN6&K`#Dge-|+i(-AZUt;3W;Bfy2C70Ex+bVPlvJK!MGu$t5()30smUgV
z2JmPmiJ|EbPZwVtB&P-&tl)nY;6eucp;<7Fl8jOWUeC3Z&%9|YbAArdm(N+UPf>XP
zo_O?=e*NJ60fD~Ve55)tPF%q?exBzcb^%<7b@i<uhC7Z?KypLuLoqRIUB%vW<py|1
zF)H%OzW34#;FWRO-QcAPxWU}x>9C!Aq=~C8GtsYDqL2+9d=@xY#PJ&qJ58?zRDM9U
zIioEL$cE}G#*oe=dX2;7PpqY02wVuOC^oc=v}y9ukK+`YlG&x4nCdSW4h%Aat&6>1
zm=H3!IMxtU))UBZ+%|AU_p!es{YrWHjv4ns${I+SY2nJ?Lili+bKPH#OC-&}zI&<9
zp53N{Tg7%&?JxZ-=WT83%nSx>n@W8(+Pre3CmBgv8mWcM2_l|XMvH<~^$N!$FrE+F
zn@gn$?MS#hUdhP4lx%FdZA_c&$_7oBXjsOkp<bdwP>uk5Q}}ojj1p)<C9ayGHqH%}
zz1#GiDi$*M8yu5e*=7pWmaMMqC#t$W50p1y;gBdoYKNI1hA#C`2M_m)G>=3&d1(NB
z86?Tdk5OSii?V()8D*+bSwHc6JAmx-)vIlW8~Pe`;!?8=8SoqWrh-%5Aq0~p@r}3d
z$s!M4`B;mssQW8WxBj+nwhRYqrK<(?RxlVt^S&-I>3p<~eOz`+bgH0N7zx=oa@KZ`
zgi&QCX5s;qexjQlBowndO<~9(>oHWxOeQo-2DbTqdu$4ad=qGI_HFnGb1rZ2QIUx1
zQ<WQgtlbtfc`rGwl8K-OIzu9daNL_?h8H(t+L1$1y4KFyDrd9K<!~BwT0(3>KMXb*
z0U9r4vN;SpHKNHx6NQ?7DXYVk(KI!SbblrKp0ZyDeG;v5H#!>?xQCUzMt4#e)VgF>
zcxH|WS-<*osgT32GbuVMN;Q+}pgn`z{Vj5ra5b7;STMsq>RSedlRNk=v>S$jK+fgQ
zeg8m2CP&HDcCi{hgfp=5bC#YM0*nUDgLnXOjOsc~+%YF3w_sB2{Zoe?LgxIuT8QPj
zE&)M#7+to8os@z~dLZm5Z{W@K5iPW4qyB&`?ypa7>#>74>d}eoB2GE)h$39f_vkE2
zBtMuj)0y*c3`sTw4W?$=;Bm16)AeOC^IX_uTZPy4--~ZtbP`*8T3426GUIrW+L_*_
zEDwpzUM+_<8;-eS26i^LP1fx#RsqTC(oJ=!9mWF5H;+qjB#L>tD3E4WYLl9%)Wg5i
z><SUua<t%!6rqQl`rGuT{w%V?6h|Y-Fj4H{F$Po?QUYNo@D9s^&e<qGWWSv|V6|{X
zp{;E!d)<-WW2k%QukkK8TV&d*8UfdA?9BY}4z;f%=Mu8783>=D%`!z`PzxtKBdH9i
z{`0U(ZT)DwdiUpq?(`$JTuT4$!x5u|`s&%(Y}Yi5kx`xtLGs7^wBi^(%1e3u)PV$P
z4l7Bo7zYLkN3={7xrlS(GD)4v=(@qYMacx3vXVrY{B=kobfpUhSS4}yo34?4XQ}9M
zj#&Jwhe1f{xvMaHt@g<@Jhxi|_1oPGHR}cMbnD%D73bsI3AlkGzB^+vSItqvbZ6FX
zp@g&!mR*!CwCW&Ch;mvK`pA<jKi!bwcwU_`j7@S#wlJxiMck5muU=i<3<q@Cto`VG
zLYAp^7n1_6Q59V=+CZGAlJLc`yLm{NOV`z^`P3O}Vd@Xw&}`dAbIgH`al4m&(uPVK
zA2i8#WSuV=EfiT#Awd+iYQ2*4nad4q^}EK^47pd;m)_PMh92$``-_jYqeoTwf%*OU
z1;Wvw$xt~^x|~2Qu8Yn|0=gMLtq3(mn@0{Dcb9Hzrf(U2h!TaHj00s!cb8W?E}tx7
zHYYYxN@;)Ak}#4+`&#?39y&Jf{AyRBC(qcUW&+*WZzsyQI8t%mEP3lED4Bg~nGVM?
zvorvlrs<7$2^wXU;4c?6!9leH(1l6$)yawYrUMzrECF|dTHr}}pTDxEgYkXjORRO^
z5ZQo(4n~-%1D{5Zvln8FcOR;unAxzNgfLg>NMlK`I=p**M!s(Of<QT4fV$L?R+Z8h
zsn2Q=(YbXkDGj$F8&{Jlo=`kIuMbOaP29R=7t)1eWg{5%j}a-!9Z#pJhzQ(5K~X2{
zj;E3i$(8PmwqR>5dv$j^hPUJ;xCv-KcdDMCTxYrOCyzF`#yntEY#ls%O!{mlzY=P)
z?4Lv?0}v>X=J?i3_nAp>grOc|M4vD9>e%L8@e6HgI1(%a)@vj_%#PJlYJbO=3fbQU
zbto`E!Nvr?bX34)QyLy^(Wq#>6d08?hF<i0+j$6g+l9ADv$Yhg{?#2Q9C4@mw0^Xz
z_IVFNd;Sg7J7c)fJ<+DWP=({mH_pPkA;+jOy@_e6ecoPuaiQ2q<8Ti6<`L?qHS3{k
zhb6GK1@RgcgN+Vdn4&FmiPxz&jj%gq|Hd4r3PD@K&w>pR&g$ZEO3rTUAF39$7O<$~
z$?aPs(JoZ8_$ur<`rE&3q^%3YjWSMS8IKDI=dE#FmL5Tz$3DK1;Z=$vJTc!=0|d+r
zL0f|HYSesJramWXVMCulw{_^&w#ly);lfWt+T&Mo(yyA6EmEB`2m7+L&fWkMDI{iG
z_<+0p#IB@mt<2HR3qRR8+?g)4$yW;n8hDhghX>aY<rdFCY4XJ1EWPusPvh;}NhA6P
zuRy19eVv@Iiw=%sHve}ETR;_(9QArgdLu1hdaWk5@MI6~qzcW44WE%5{qa87Lt=Fl
zD(=!w;x~UV<8!s)@`1R3V1%XaiAH-ctnXLHcDuL13yT%8rE1K5FChiZ@w5fyfxb#R
z;Lcjn<GO1TL-FzEXT0gn&7CEkxE(L=dIpRd&&Y6;dq5f#NMxmla`Z0bPxKxNO%cFU
zWAH%?Vt25Mc6nB$mTD);XX{7%$&x>Gu#GKhr4mtY!tx#NshzhS!}MzGYRpiV_LyLa
z1hMXZ$$!mOdJPyXM{xRyZC}_pLTqRlVi`07kvgL@S@>jtm`as?q|LPxHnO#D<UAO{
zeq&yOihl3X<$?Vr6M-AxM%bAryemuMg8^^-xKr2PE^=<qmasR$p%PO$-31*^$6Vih
z&brS9I<c@1BcsQUOoF~BYA`N-=ZKuImkXB%zQxOSY==5(pc)vIeLn}NW^o~p${9S&
zSfI;(4}PyhQ?8)SWcMIErBcn4N**onyfNwu(hSZWvmZlkM|9Vs$q)}+9OFnCCNEKH
zfeNMWCz~WoELZ(6SkXk=_)2qlPGtyVb<z+I;tC(!QIrQ*^-my^yeQ08S7_$5jCXUt
z>JY)(Y@G*3dm2GxAHNE;EQHgK>WGU}^`7#!Re=q)iP$sDm~F?|P{)iOy9ny-pr3J1
zA?<2RYUVA>EoYoPIr?@>+blvFAgoKw{H6Fh=5$Q{zWnRS2b(t_&Q!9WU;NR!5JnBo
zv%;9d!FtiXnm__dm1AqvxnRZ^a=mPmUpm@1ww0BTBdOMw*68AfE^%u@rXsQ*G8seg
z8b}k;H>CY?b$|8YHN3T0+aTRp^0KUe7J2!2Rkl!Ab?xxXcDSHjPnY)yvS{C_=ef!B
zI71w8mml$NIk3cd51y-b*%g$q+RgGfm~5BmrGj3`TgltlT`FG5-q>1-$5%82A_7>Y
z3}i?*A;~p%Fk=%;(T?u{jFPW>LZ}Bb6C`7tAw4kha5-Y3u4*^2<t6afyvE<Bo0pne
zFF9zQY@O9bX9W0VL757wD3(F|n7<t1@b-%Zisti{jCmdTi2fcG5AsNSg$SNWUW_v5
zKwH)y2DfV)s_9n)Z#4^|W?ub!yj<=#t9x}$Df^r_#-?tLmK!ehPxApGOBd~JBlVNF
zlfbFCI8{sCr?X$n@KvrvMD`bsst8a~K>1dhv3f@@g$97WJB%%RU60*nrWkVhHS8wO
zR%;D7VQ;)0;sNZ?P@JOo=jKuYrC2<T8PQa*d8lG}JR{!aj+6I1vNnQl)9MgDi+u<c
zjIUAcz|YkNPY3}w%BGYqscw@j8)gdy75$vIc1TRKCo1IuE`ApS#;S|_+Ka%b1^w#%
zcHGUaQdC(42ChXuC5HVg4DD68VG?tMa;c|m?52;szp9Cy3gu%~Pa2cN*l5lKdiqH|
zEGlV{4XeK)+jA6FSj>(<2pYakyq3wVEDoPqAY_*6c#QboFsy6G&_Ny-Ld?<KaZg26
zsX>2^w78jHu7XPfvyDVL6Kk6V!j31YmCpown?A&DT(VuTGKEBGzi2LLGM>|1BnseV
zE3s%%n!`HbTS)aSE%&Y{^dKx8nekMBY{M;IJ?A5>j11YUr?V^Svh$q!Bf#9r_35H6
zoH-cS7e%MZ4;;kM96{pEun%7tn|c=acVv9X_M7n#aoi%0ND!;J)bEvIS5`bdRZ-vt
zBLqYhUQk^fZs7dN5j3w04X~AufcN7*ULHGqTHWhRGBbAxK9m<|+84Q)B9<~6NvuFt
zU6_*nbOGWimzqtf@YGB`5=69kx;qB866K72E$~GtGn<kS`lm3=b-De!U(;Mqa*Cl0
zrIP&#i*u<M;g}$2p;ZBNQM&Z94)`pxcCu=+pt8c?H~{s*4Sc`z)n&<M8BPLC+D`tr
z=e08cs{I)FiL+EE$z&Lf0gc%Y=_l>7SSD>IRVG0vg*OR-2EPu2#Cx0a=kkqZfoAPx
z4e(9)Eb|TU8}Xy^p;nEPd!J@W)bB%-fJOi@`=NLz_~8I^gPQ_lgQtUP0BC>|;Qt;V
z^UY`>=<3-tBSxmdR;0mJslnE<!8Xd$Ah1!x?d{ca&)3r6zQEsXVgOiuAwH}*KCC5P
zyg6RHCI0H?h{FQqh0?D>rG8A=&#hoT8W`MW`s?n>kCo0>%GKA((+-u+7s}OV%EQ5r
zD_XQH8f-NhuDvbyo-GZ+vrm43^X)ZXPg?E;TJGtr4YS%)GM3v>dntpQ*6qQs4HLG+
zi#kw7oh#wYlylXqHC3rS6<F?FtqmhK$1e?E*4-Ik94=q)TJDjr4Uer2msqwNwo0Bj
zy1O=9hg<F?uMO9<#9N&yWz3Y1%1oP`c)2xPuUhUstqnWbQ_>zPX)czx7OA;>Yq*}a
z+~aJCzc^OXbo5{cVLM;G_os`}`f>mH^>yAj&Ic~N4GQ|dBV7E&vY=<7V`Tq5;P-}j
z`p^CL|Ft##KSo^ei~ZpLCip)VW?}!d`-!+vuu`-%(X-Mwz++?hO)&WE5;3v0vlleh
zvHj#N;L%Fx{6pi1iN3wD9iH0f!2bp>_~T#yc>_NK{a^OX?G0={?V9V@8weTvaj?(L
z|91Aa209jy&VU*}+bnzW;QZY(bVtN(x*g+z@P$#+cL{hyW5GKs>wk_zsqS=J;o^-8
zf3E^%yy>dEp5}enMI3bc>evYqOFGaP7(v|~TthnLxY;T>P;BZ*FFObg`;uaPWCEEL
z2k;XYT?O&N+SOL4Hz=pAO7Nbk=jen%!C+Chb;~y{3trW)hg|DHce_*tPG5MUZKPfL
zg<ak&WP+PuS0vfki(+ZhI-;KdGex$jVCvX)4ru7D=BsvEr2c}bV&M^v+4};y@zZu&
z%vzFNYIBfkEz+g`gJK`th@V3{pbdjH*1uWmKPKk)Y%wq}{k70+^uHJ6uPOYmh5q;a
zhkvuafAAlE^AW5p?F9s^oblAC*_r9_sF~P4>!vU<G2_wGGcagC(tfkoF*niUw=^<0
z_&gvjznz|erTr%z<n!;}$NJr%W?=km3F=t?$$7wIrDy#_s@NM?DB=CTfPeU8iu`u7
zf51Qd(eu}-|Al|}WJ~<vjeoZ3Kj|SXpXdn@lmFS5+LYa_73Q$t(_a?XxQf03EO8~c
zH6)I4#t2CQXY0qF2Ks|QgIJ^TJI0!e=@Otr7i(v8qLfjIDf&~eQFtih3tO_Fy8_3H
zh=`^u31gS58pS;y+vnX2iwfJlthEd!&<*dx_Pgz`Zrr5Zq+g_QKdhgvG?EL=kV$Yc
zmw&ylk9Cpsg3hU|BVEL-nehZqo?6}@9WbX)48E|u(AYq%v4Djm=9qV~!m-M{$9Y}D
z&em3=lF|}LaOi}uS#tPk$Km>H8MS26^RxaOrhMnBmQ_d1)wdxkO8TNR!3yTyU-xOo
z>kE6KQ;&tmjw7MI%|-vDGtUj+#z^nx-l6CBEVV&MYET2}=(~!LuLy9=+l`tP!)f*B
zC7=i7bB4<&39n51TA8;G69QWML~BMbSdsoA?t-e<{nx=U=-US|=V79wj*T`L%&5i+
zQK})X+@}2e@#)>CHqEGa^a>dqOEk;j&4_pS3i!XU1DU%Wg+WtaKvpEs&8s-S{Ztwi
zOFRwvHeHHQ1I<g&X5jTfBtCGQZg4bZ5+@Tsh@%%JhxzUF$F8ngQKapXPj;&%x%Z^b
zu`o>T^?rI)&(u=>G`W%(jZd~D%NWX{&CyN_!BG!Fgr4k?eIyAV7dK|Y3x&z-Rq(Cb
zfa?*`F&~vZ5iI&Zeov&O$%T0YcJTKHPNqPXhrV7C@D!Xx*Xw(63u41on~r`Mp?sI%
z3R}`|276LRt^?rHt5{?G+NkUp`L8jk`RvBQOz7#&tHp8&dKFB#*-Kxo#@%OQPrq=A
zJ)LUL)+uuUBF|u#Oi*rARB;9#+ls4WtZdVij;v+=NZc7Vi&J;0V`rcI!ELo>**2tV
zKwXETY*)UdRLDHT(UV{(Uga^6U@l&}WUdtPMxsitB2^7o0zwTe$Py+wyBKQ?NxCFE
z<8s@;($&8-$Raqi(X(&BB&Y}6LmmjW*Vs2pg~7>zWQXk_?wbu^h!?<UziLeyxx}U_
zLD3>wGZ|U>LU|T%0wsSi=h}XRLPv=B;A_=>I+}fMWqe;Oise~1D`OwzMX<(`?VfwO
z;xALwoRy{Xw4eRH{>#xy><SFY>I-w$`SC?%=@yC#&gn5TQ1!48xT-2A^yhn{?fYP^
zBRP&s<%YS_x5l+E50n}FrVqa^Vd`51GmJZ0HcCOb-?I~rBg{x6>KJ+E`;RNoOP3GL
zbLo}Bmd<0U<}tQV^vde`mCYimR9C6@mHT(w(#Pf+?sS}n*T=zB#w?Uh63g$4Z6`0L
z7I&;&S)$p#lW)t%Q3jF=CW#|NzoQ(l1Y)TbdlB)7lIw9l^FBdR9S6%cRSknOeSetb
z=MX`01#+cXlYpIuDue1cV`h@Ds$8;%8Q1h-GR@;<_^hb5e3UqNkvmfx1xAi;;c85h
z<CY}80ki_s7Eph}Tga{;<uoPF1lx9=ZTGC>@nveSHYRcsVEMy`d^L+s!%ObN+q@Rq
z!%}n?xlNW=#6&@CZWiRik)u!jb;T8YsTk-Gr$F=wj$1Obl5?qYJ^SIr=(c9D#Bn&s
zFs|G@DSa;r!s!V1#A{}tQ;23yZx-MzUn}cFk1Ur>we1vTe&D{^BQ3Qh78AuWxTe1y
z2-c<cOMWEF<eIj&e@3>~)WNCz_;}%^$7{{=-E#+d2nL<F9tr-j=o7>+&gc<QO{K0<
zPs*awJ;2I<=FW9fd|K2CpcCf<d`FyCkJY{wq9tO^w&fMS`1GR7Ti$!xJI5FS_?i%=
z38tY_%J`($Ayj{E1=YSTa#_k+ID#Q~6TD+^gter3T>4gIrPI>Osl1~PVw1il$&b!E
z8@DFFbEXG`jiHMj-0h9M2`DIGDJ~*UV;hwZu6c%fyHnye0p3!tK*D(usWJ&>>U;;J
zUURo2j%Rp78>Brnr89Kb1Wme;7pk!FDI;wkWsDK+d~=9lIY(eKqx4gFN1(m9ki8Bp
z6kqX8xh55Ll!ehcYi{)<w{)nRWOts9B&{)AL6;0Kzm85VI3b;8I(cQH*%`}hQ8w@E
z#!G)VWKEQV5U9TVZ3=p-b0nvm@@>j(%mj-B?u4Q}`4L`gDi&2%WhXrc&CU!D47aC`
z#Lj&H5AwC|<)b~S#=J^9a8Pm}Eu|4_Fzv47KeR@yc2I5l7GVkxzn;zm*Ty?un;rgq
zC-L%s_fMaWpy|0a%TB@Co~Yz-lB0K=a<)16<ooaIx9pQ`I1IC0*Dx?npVj=zVApe1
zH65<q&Fck8og;wc8Yr49odwfp=FEaz`mUi7twYJr=8MV>^hiEpdbW$D$g&IypAvT@
zV)#Owe6C!;nK2}{3tF31By&$u{hT8j&0O!A4ExND(??r+AmI^GykT}clf{{CjOTWS
zjiX`!xKuiS?<CX;C@qVRY2z2!n<KEZX)PZ!RrQ^@tDH@{xPS1n1U+=1w19FFen(?n
zJ9W8s^x#gPBi-|HQ}w(DO*kN(!g~7GE=#^e;(kGbcQ)w4qXN(2k0$S_AErJW;#WmA
z_3p+W9qidIPFhF`>_05%kct)8d^GSD=zs%}S7A!CRYV$AzjjC)aQ5?~p|yC=dSkkg
zGy-W<r(`KmVn_c17|h>mHxA_N;c{0ry%wHXJ1US>VAI`D+Uh+O4J`>RfmYe7wF(=G
z^1{05;4l??sW)2pGgrnT^+ty#yX!0-F5kz4>`cIHkYN{A9qB@(;q77K^eGhCt2A;>
zq-Z|&Gi`JM5(y#&qnX?bA;~jJg3UJNy#|hsdr~IfEhMwu<;s``+*>7$<?gbH>WjC{
z2+yjTylTs--t=F$;-b<>atP8mqML8nP?ui}U2}^DuIG>NQAzg!caEJX9`<CrWKmhn
zk`;)x`dP*88F9qPbj>Dm897|hg1#l7SL)zO#}l3-z;>NJ`HMWxjNZ1q>c?&{R<Tvs
zV4W>EOY9~CF;I4}7Y&;Ey$`9X5B%EuXd}k;%Rz2tlL)V|?`<$Hw|&F|fJyVdXF%Sz
z0GGtmDai&yCdR#fiDeXSsrMP@@~*sSmED`Cetd5<(AB)u3){Y&HqDUe>#{PfvlB!v
zloyfi?b4}y+OaWF3_8816}_6CeQ^)>`Q)G&J=ubCBZLJ$l2Jhum{cExvZvq7No78%
zBhva3?S!=o7OSc!tnr9M;7A2r&rL!1<tsV8I=m=H$QEd)x(?mzn^n|SKrGs?R<53N
zHcRg^Ak~H;>pNuKMnei{w}ReE)<}DVp1RIcW;D&)GkSH_kgewt##XjSOgv0)$EqRg
z9b{eSAq6x|4&p$oV8ZlXYec#YZMxRe6+P!CqQF$ziObMWv+5AFloEkIH1Gqh(ja@<
z$>~p{KF3~~YTsi*Zy*^hrWa559aulc=q3Jo>}uU77``eXD%fh{aFl!viVdd?({D_B
z%<3ntbBUKlCo<ZFG`c+N-{H+lS^QwAZ^D2msz-`Agf7t$JlOF0Y7(%EkGP(VXe?Y?
zvI*jffFCCQOVXiWKT8S9t(NwKfagv)f`qEc`@&s6DG{gJX=Fhom~p)MXnuTpd)k)K
zXG@$aaKZPZps3`$zvMZ^w^_!?tEi%eIXEq32>`W>%Hx$mb-;mS=YuWh1Moyo|KCc1
z-&eVRNC8&*{}O$lG_`-H1^ySVp@8%^DG>omers!U19=w<T`P0DKjpxGX$VL*hTj~$
zf6{$_tFri?=ssrle^!3~_)`CV?f#o(_lJ`FpRd;cS@}gn{{Ke#xt*H+kIIkZ-z&er
zAb<a;{Qg*yzvR#Vru_c>BLB1agH)qt{8X9Lj4Yq5$=||>orO*V@BgCxe$yWRLHjZP
zH|@vF!~*#@?e|+EN*L(qn^+osk|Y0)0mNfu|7`r0hhlil?EioPWMTe<0!r#Q|B*Dn
z`>fo_2>FLP{nT&<44>(Sf58C$(eu|t{N0y+CqO=Z=`S6~`kzz)r6i}2G}zQN*48$Z
z3I0wcrUw9AfP-fco0h5!u*FyaU{ZXW_PvNp5Bz5b5g{`?(N`cZ??ozLGJt)0x)cDD
z`0&*jNHSg^v76mp(w<#RZ}-U6UdW;+XeV#?fY#ns1w0rK2|PPy$m=liPIWL6Y&;7<
zomf5wpgD$`btAT}tl`dnfNgvL#-FeVI-st-EFM~19b-R4EWcK|M;r%&!R?q1Bb{})
zco7pfFD(Ezr9n&J$>ISV>%qJYbXKZvPi(Y$DI%;H8v<JxsP=7kSI6q$fAMqRGd}=q
z_5&aM0dnk}OwzsC2M4m-1n`#Lj{zAD;Rpt%$1lw9faj<qXZr+>^j5bVuy<;u_j3&j
z-9Fii4%gr(n5~fF68}$RvC>q^)an$<l$w;9lA4sT8b+^=2Yhe(=p!wOFFO+*;AU6|
zPK*qJuWEgRYy%&eY=p70$r{i#)+qAqdMJ9_@+32k<(hbeu~p&psW!19tdr3nA3dkK
zzWz9~eIGSw+E-r{0zi^{XmoY;4aFxU=<AsDXvapFK5u^pBG=Z3^9_W@^rHjzi|r`P
zOpUGA<L8$$wKlMn^OT|&LLQ}q#}fn$c6b*A6a%76l_iHD0tdiZ^j`jViIl&RV@#}n
zhr)h({Qnj^U91g00hIzeb_TzbC3v(_{DLyFVw6%Q7P=00a#j|fo7W_$<qV7*e&<U5
zO$hy4>g+$OY0Sj(4>`2Y8Tdy!?B`qUKl%Bes}p|$T>nNF{j+-TZ;QVXtN&{GFPJLR
zC(e})@AvONVXl9ISO4hw!_r^lep_H<WB=pv2b%Q{#_8{H@vpZ3rRQIWr~fkIKe6(A
z%>T!h{yN+Lp3wY%l8yV{{O50I)<2`)-*R&dpL0pgNcWkWqx+<#vNJRPQ+THSWDx(A
zoMZp|g!qR5{psufkep-r9drLo&V7=3|6;R#uI{Ic{~45j``q8dFg?TXCw}|=?=bx7
zD8H9Q4)Pzeaewsua};L$TQ2vnD9pzAXBO{oVfizh|KV|ekJF5w9e=yh_%mhqdGi04
z^zT`VfsDRn15GezL<{oy`8m`1xf0)2L`w_H`PYaRhn@5FMpny+mai8NYjzX8$xZa|
zPU96J#la<u$&?E<N;EEx=S39X<qVibWbMG^v*P^Ppa>}up>X-&^^J~?%Z{}R4?8I*
ziXdz4<8A1xK;4Jg;K|7Q(!EJ&@W9<55K-}P`Jjxy{sc$?TwDYwYi(`)5(i)dE-Fp>
zGd~{6TSQPXEFmLfi`VE~1&HqM6?UkwfN^jdhwsj13#`_`x)yl3#a-alin0XI2LP24
zuM<cg3M814{A7^K6LivDaTdTGbQw6Ehc)}u)D(&Vc+hXu`+l5H)jPlsano))6R>l%
zYaQ!$Vm>XICmqfKED0bD+s80VnmH>7eewzy9=H?!P#@gZ@x2wyI}I>FisYUqliu0}
z!25K}Tx0CRX47tcn=vI5FH-7jCgmxQL8kWb*KwM0Ln%B_)XqXh1Bha;mm^(+?dvED
zqsc<FP3^0u>D8{$yG&(w-Q-u`8*&GFz$H##b#I)^*slQcc%4|gr^aU6PbM#jqf-#K
zw5;ms{PzhTM}WYc5XL6k`j$}kj_>|Yz3-$PA59Zp3Lkn8B$1Kz86VS*j|(LqN5F%9
z=*DJU{++}3CNraZGxfxSI6hCAuF+Ku)&P~&uWswBb633jmVAX?puzi@DcNuK-My<_
z>+^`(Uu*famF%sbpxM0ly=X@yyg%xRK3MY}JBYhJsE^*f5?4P`azD&fQa)z(K9qPr
zei)PgP*W2|Y?%OhWSs!u3F+^}xg25!aOvdL*E8D&c?`1VGyFhRMCANge(>@AspHo?
z(0gjYJNUjA^2dsQQQID=B3-pDgUx#j2miPn9&A<<!(iViq_&Rk%MjE@i7JenT~;jh
zAkO1b-v>d6G;zYj@JC_JN1?<Tq`slv$C5d~xL26>{r*S(^M^^Q*O|A9xSYJ8s^7a;
zSN#W&(!04Us)MvB-lmuGw4C*$e$og1BlvfT(JtW4vBBX!C~f^6!zc6p3CCT7oy)fl
z`WITfd9Rk&s9(MzVTgmkSp(g@-QAFnudh)LUXjr6P~mxP$$n3~MA`egx>oN)R3CQR
zxL#xG>1jMFCt6fjO*bECA7K$be6U&Q-NQM4=w87Nu1bO8*i!40{{EU;u#~$pMS3Q=
zt~NS+5rPd~pO+<8`B!EZWb!je8!xmI0f++)+$zm)(KzO6$L9*0E`Zsz>=st|%V3I}
ztZ$xhH9F+B{l!Y*4}Gn#C~-8XVf*iy5Xg!>xD|9l@@J<~)~K+xfV-9ffJsOXky@{#
z(-_-T95Sh$lP954QpGWmIOoOSB0)i5EfraA4_^-LcDBf$B&}cNq{L!1xFXUmF~`=k
zGuIk5;Mbzt=o!}4hk(z9rm=fZ+V(RRfsB{Mt$Yh_`=-+{f0U&tx6%Y!miK}V0dDzc
zS0u0U_{cfz+8F9ABo?`OygHFl`ID#KR%0ZmTP_1SMT`^=^2m)cohBPG;4F|lsgf*X
zDV4v<l`@r>38@5|KIs0UpcZ|9ObP*I7pFlK1Z7;SBC3P2ZHpkjkC}xKr46AA$W>cB
z7oFyHM+%%H-CCS77bKf%L%7a}8akgy>s2tDrAi8rI$nTO@l;T)=v8-XV^Ovde~~QK
zb<{!99(}_2I;i0D0<A^QTU%W}i}XEd-5xj8%5gj4;Fs-~zmgq)8tES7WJqgX(ds#_
zph;h!=KSj;a8xtEr1WJ%S!z>!#UR}C)v&)E!MprmZ8bc2p^YoKvlKV9RJ-qFniM|F
zMT=q{WOe417-r6Gh0B-fjrq;TKEk9a;`c?@@<wGWwJ#j&u|m>UVF*?N?w0`|4vlMu
zo&{R^NYa8JwYT#fKB>CzL;NWILgB;Z<Y9Q6(rT73hx$qeyC*Ht*;2&)V*=eMn+)ct
zpkZwDbE&|bSz5+CF~_ZE`Cw6Uv=JHAm<ecy<wrg@Z4T<XF$B<;tsE5m4+_?z`+Y%4
zg)Z2oG8jn+%}F9wN@|{SQ;|}6AWA6rt}MF}lJPPWR1h~pA2D~7?bUBF(%5ctd;%R-
zKh_jT*U$K;!viY#q9--jCZGn8Zhls5z;}=Q7?%Li5{GUE0`yjc`PL(ThJlpz%amPW
z!W3x1V@}n@T*UIr#+*H)V9ZFtd;KZ%)J}V^o;3t#G>~%=J(120mvm`CR1-cko-XhT
zYJ^d19-E8h!bzpOhC=PpO4}A@U1U8UHIDM*4*L9tAI8{3gQFMYjlOGQ@v^I{XDAqU
ztX#)01+bSI3#Dl}v}T+j`@_3}Ce*dw4mCwiJLnMYb{yR#C@U}tpCQRuIo+A}fQc6h
zz?u(7*(G^0CPP|FLg(^BPKB|vm#x*{CU7tspf2oylx^J}*)W6MZmb<<h;v<v)65~f
z=DWGsuHKPfs)ECd97=bEL`vKkPnR2wX~<uNC_~J@Krl>8mfQTQ)F^5=AAHBwSKGOI
z)xjD}<yhN1j`yQ|IGsd71+sTf`H8fOoK4fZw#feF#ON}+<KETT>iH>IvXdmH&B%m6
zd;E#LB{=j%w8Jh>)ZtrWe@G}8ngokQG8#keAPBTJv*B%s(IQjOeTSqu(%2v)EGtq`
z_{ii`o(u@+Bpz8b5xS|&wj5!KPP$aXgu_7Jg50mG6_tW^DcM}&K8zD3{tj73?Lp#Z
zWfXdV5@$o&0lP2_5|sqK2>`A6M>H-fku_?)+ApNnJRD%I?2piG+9Ff4a`VZE(sK6`
z_cuE%)(rX?z+Q%l5u3(xl&X2$a8<%BpEv6sjkvL!h)$CwK~h~<EkP^r>Q2T{6A2Ja
zG!?f`3K?T+6>OU_lz}GCljU(B_7t>CTSl)e2ek+BCn2Sloq1>*@{8FNILf(vc~95a
zR>xkep#xXS(0WAGl0d?@S?^iDV^ApR+?(EvVvVNQIr`DcOFi1MbPJzW5GQFl6w&gm
z;m*}k7u+f^(Y94aepM)+5Q>m0TF{|{D}c<0k2S-gvaWa8yGBP6d5_Hnex4Z721LDB
zQ!s%>c812G?XXgD>tIYMJ4$ipgiBCCpe2F*s4k^^<f<mW#|Rc_bGfPfrTS?m9%J~h
zWzL1PC?#apjNYj^@z{ejS%Ma>pm~2xx*F^*nQKNdEl-%$89ELtQ|p@)Y?@eh0{cFF
zB*}R2E@Z%z+y#KA^`gWGZ9PY*3JAZi|7N+6)kcV|FMj(%99EnqKDcGWITG}B`P7b_
z;W%Acv5;C(V4@jRC5-4!EW#I4a<1@(;I0i%eRb<OvTV1VGq@X3^nEE?x4Y|VZU^~=
zsM;~Lk?mf>*Y-8HgcZU9BuDtow0H7gwZ0L(4i$5&7P__X!P@!juMgs>SzwU~JqoWa
zL#%pJv=}NZ?IfqE$A~$c@W}BfEYtED8Q-|4$#z{%<=p}qa708XN^@YE=ix7=y}LT%
z<Xe#7Z3?(HJo9qVRAmbY6-~!Gcv)HoWClE-(dbjJ?XeLi_X{WwF0)Y!Eqc3r--^^m
zqEQh%AtIH?+a_!-NLhlue@qpo@4*{{a|gtPK-@w47%EYOe-q+y9bZ@_FDk(X>*-9}
zYZpsb-ECxtNmxRmL5vXG`U>m32d$B}7DIo7jAfO6W-sf6Z^^hHMXW)WZ?(|Ulcc*>
z)>@S`#n4hCjxm<|#8=i^;%&{T`Vhf@-(f<P^yNjc&k5-EyKSHmsdP|B?wZ9=s6NL)
zj*7f`N_1_A1(yR~em4A3epdKYh+<Mzy|&0sE5SpVC}QuU<|c(!^&@g7Q9`6Y0uLqZ
zHcr(jtKa}@>&9kT<7pI`5z+v<2k_o}kjmH6^&X!15bI-FZMRmaq+yI39{z3ISOMi-
zYJ(hq9JJgveh;h??W*#6-fQzAHWo+UFEh}Gdr3D$z}#5dtCOVHP6T14GpCyk)%!<C
zC>maMmODU1tX<#$ym4eE9?E3jbV7xzWVBF;zO?cNUIA~!HB~#e(^X9BB~{$a;Vk$k
z&LjwESV;1@-Nwe`*YmbwnVwdgYocw7I=lxu&sz|BFp_b21_UQefU+nWUN1JZn0$~J
zgCcjc<xXCo+CjVDu+^rJy*!;B4z2K>VKIuBdEde(T42fYgH%7lgJ&mVn68*rCI#=X
zxoA2xa6dm991a(pkU+1s)TsQt#uI8@b&#up!pGMFOCD;bb9^m0Gj7a#j=QX-s`VLH
zC4Qm`ve$-;-Gj3K2?qcAo+}45QDOY50=h%j{N1qm`g&emhnZ}wZ~MEiX>;0_w1y34
zXUH2B@KBy1p>)jhr*Cb@R2c?<1SlKF83}ldLS&(aQS0_qO3YTTRTvTdn>hMjHFoj1
z@Ix9qd7Bv4{;voD7)$9vLuk==Z_lFsNqFmx<plXRldy%1?3x>!@%%vRlcXtS&o4Es
zb#Dn{0i;wOvQGjUB0owTCEFLFSCZ}qOBH>|(Cgd-qg5~^#yM&trOU9YW76(lyDZFG
zPd8-6g(C-K*`#idA`(!c3z)kR&_00;=eFS<f%8~?mWjm<`oQCD`<^dlN+f134}#lo
z+sh`7)RERInE>{-E%)yOK2kZPB2SXtxr*QwgKJ5ulXKf#c5p&0byYbdsatoZur{qS
z?B^uL)zY0|?`l350D)8Ik9}RkkQl@FW$CEYSoBKT>Lp1w&xuCeKS3j{qci*9n>C1f
zntV*`vd}75e*{AZ#gks7D`F%Le52EPyO;UaIxzz+q+H&L5gph!qC92F`}F8}U}ELo
zGa1EeN1}=f=A{oBFF*vjAfJ~C!5q%#V2nG66ODA{Vwf>#sNU*_N?S+fFT~$eNuPTn
zg2_uVA)Hy72!rf0gTb;IfUOTPANeCAZO}YWRTz7pcsoJ%lm4yAeG%&FGAT!aMkRp_
zLv~)~Af5p<s;9n-jKIZRI<?jUk{oArU8eG?XX@$J&|$U(g@+jeqtWNP+03~=;BsXd
z?}7I)SE0LXhea^unS;)lK2_bkuH7fLW3i)Ey_x?8?E`fKC30maetP>6Ef$fw?N{g|
zf1tQ{ZR;A9-NX!+$e7tJYV%=WqRk)v;Kr2USacl-%QC>w=)Q8dB7!V;8fvkGno9k|
znv>2)Hw|X7G4*RB@M~fCc}@pxVJBaN4l=~A?}elNh|TMC+W=h!xoc6tUAkjtmUkYf
z9Xlkzq|PJ?j`%SlK?@j5O#mFx11E%<zho}0fxyGrG{kD*rQLPX=R$Ii6b=RV=Sp%=
z+|84tPoKm*r)ZPPxnfQI`@?r?YUEh^(HOi04{>>7uw#rByhyV{wJ;kT73*tPQJYuF
zLNDfKF3W4mKtW?w<ABkqc&(nuzPlM(C-#X9%!QN<jLpE19tw!BTd2a4AJ0vd;@dkI
zI>b4>4C)5Sg`c_X&`lNpn#D|Ctr^uK5d7gtSeo07P3P>M1RA=?yzG}Yh35jGh0YD|
zhD;i&UW-PCb^)&DvKJ;Ao6SG6=stSJ4g(w(3yb1>wOFEMn+rBQF7+*P633RHJw2rf
zUs;1ZI}FNvI`lwy{RUwk*YzkzjJF=gt5@Xf8pGg2sYO_fl>(8F8aOmThw)m7q~m*E
zJR;kQV!14-PTNTHaZLtS$X1v_Pr7}|&(axF^F5zorNBkD81Dr3z2}j{ONmvUVuicw
zT@T>L{SU!Fq&~-eguU&)>VrNZ4c3Pj2jq*qxb60Swj*4Vj-9}uY*lP6EfaagqXgFI
zyF_7ZP+@c!3OxklJ2f7zP(KRj9~-?s+X6|<_4)PJ%6hHj2e<o?$}w5mTL%}gvdQE5
zEYFr_CZo<u)oiw|tE`C1gGHlH8}SueSa4%cNQAJ;8FH1F_N`f*O}!K+B+kvM?cU7r
z-+pC^$Hip5ajhNZIPimanB-x2M;30XL{A94!%I(tmQ1jp_-F25FXZ)8-xHuNb#2rG
zyZOOl-`XLpF65u6nh4zUSo4Po6ehq-_%7}nOnY4Sw~uB=ZU2bIba(BW;u2LqRUoy(
zIc)MbgkKWeCtHRyK6r??K`>Sr&lS$+wN7}(tUU8&3asz*i(&ID`XC$h(3i3Y$uO*N
z)HuIPATJy<&B!(ku@IISYTK~sHW)c$VGe6|AL?WN-0d{JzW&8es+rq|x)##})`^11
zoIfLtU}5w7iqwLcBo}FZeV(>bFpUa7?cFd;;iJZvas0HocQho}A>>pw_~+PA`iCcs
zf$|9N8X@O`-LhR0%S-c30NYzjTwkwkrG;(_?*GHsJwQp)w2Pu{+n%;<W7_VXwr%&c
zZQHhO+dXaDwr!oB|J(oG``o+lJ!e%`Mn+^r=E{t!T2-s!eF7{SHb~7acPa?QH++@W
zno%)iDottg6zNi!t+Qx!H*oA$Yjmlm#kSq#%T4;cxMxWX`6s<y;H67pgw-E-U^&l(
z%;{&=fJOUmQ^>GC{dL%bV^CxeX<YaNI*mSXC(I1;o3I~?2_dMNbHS}XFQu$r`1(>*
z-G^%$rtw)KcO+~1n^Nrjr8WSio?b8e1lRaJh5aN;F1tq}WHP@V4yp-D9VyNq3Q^DU
z-Pe|+Ipng&t<b3&=YHH!YB7_?UjF<Y^qR|PC{q=^DfQJ=z9-(Rtp({FpOG=dk8M?0
ztTD=r!r_>$4KH?e>^0*+q|t#?n<~gqK(F-Pb+V~ZUI9G}=}k<m+5ocHW1Qe+dhP!s
z4c{$drmRqicJDG%aDO(?rb9TJc!9lX%SEqYmvp?yZm8KOVl6Se7)f(`v8WKRqNe1O
z4Rz(j5Bn9HRQ+9N?Tv|6m;SkKvYBMXdk{vH?BzG(j6Z;LFg95PcyzpeLh;DmF8*ku
zE%*B%Q2erN<YP!e-9h;4kt}>HHx@cwHDEQivD*9+)~SsqIOW0X(T-Vr@;P|7Bwpy-
z8h3x~uvbxRKYwo1U=3LteLRJGZN|kQ-f?*RnxBRH@aiX;MY$!kDB07gH%7|x%8V7;
zW_WK5x-zfR0+PKmhmcy|9e^ccRWB~=5m+PPxoL8TV8IO(GyfC?(r0ffn(J=|(-(SF
zdd0&=C`cBIitz<S#`TS!koCQ0lLn+4;mKpD;Ao2g=}*`6V%}q1A#>`~X$g8iyxmNw
z{BN?RdhQaA+dV0;rVkb~e0dg63~5jxMsFM@K2NsCW07}?*<N^F!x;m`3-HGhQ0A!B
zeEFft=%`0@^suj)j?15jorkmGJQta$rIr`W8d#D<Z}UD?Yp}IH)ONMj%kN@P@Yzo_
zS99v(x3#<RsHz{!sW8clVz<vMCYL?)wJU*&Y`DjC?%zZ>!CLdaLpb-vXIK%rygMza
z0cuRHU97AUZu!I?8AOKTp!h>QMke;+05)idSoB_d++Kb)mtEma;dEp5y3LUKwb8hv
zp41Xcb=Xda0~on5*Bsig$ZhGOBMY{fB_!zl#}`jM>QfFQuFM2Sf}r1$J)<bV80bNQ
z0dKJpos{9qr_++7hI8nx=Q7woTbvi>nDF|$pONC}S@_a$D}lf48yP!F@nfk~QC}}J
zb4pBugg<4$_w3?_a6vJvTOX=4Lxfrqq_JrB_@c=tO)qKJ1p?UQc3=XV*d-NR^nyuq
zfVyY4mVfKnabZLlII}H-O=w1CrGuvk)^@<xwe@dyT3`D$XD44z4RLm(ffqa;@L3~)
zWiH`cdY;Ww-!%WaHPKI!PeP~Lz<?j_7$nZ$GeaF?zE6-m`sy=d^0ii`+D`Bqia2|b
z8(MU_)-V)JIM?g;>#XMc%(ab5j5VttFtT1U-lX8KJ^Gn;SxX(lg{;x0Hr1F-@+?eS
z7^Spz>vZ6NsQ(P7Yh)1LxT@_^mz-Ps#%5PXZR>5q<C<F@%Ur4Ppt28E)oZ`Thj(eC
z!7vw`X#bU@QSMA$=VqQtugVOT(0s&z@)j8OG>(<vfv06gCH>}>2v?c7G|Zk!Kh^FQ
z6@Q0aSw7&T+c`X&n*;pth$B4+Qj1QQXD>#hy@OxQpefVKHHY14GoF=t5d7oGFI?lP
zhZ@%K@_oga71W||{Y|C-Uqg>Q)iAfr=T8j~p7s9b^97^SEo>P!Z2)n#NF^3WJe^}s
zV7jcs2t*&fMzc`Fu<1v<D^>|$AOXJSj6Zeby!5<UyV6W{MSg%p3uT7aLH*iLy<)#z
z>az7!YJ^w2D<~6jJZVsm+M1C{q1E-sTmRkxoq-?c=kKw8lg>%Y7%Vb6*q*2BZJWeE
zbXWfZ-=Czrx~w@6sUKI0IIwnj+#pkZ*51};`qscoc_0H0B?(<2rnYQ&I+IMhCmFKm
zJs5}4s80ydUcB^PPPYLY2~ruZ5tYFc;}q`)r*wvSYgxq<*ka&<qIPWv`au=)SP+$}
ztYKB;vM0}vdmmV9<Ervr(H70Ug+{u9y0_cE$DFNIL0_oecvpB&vAgTN$eRpc<?A*+
zMy*vDK2FAxCVgp+yxiLgN4TMrWAVxp0|>^?Tu9KJK1fMZ0*hy1yfJ<eT0(~fpDbZz
zfNF_R<JJCv*jj?vq`{b<(F~H@s`$eT-nu`1I(BaLJ6V-ODNuPLG;gwfs?|$Z8?{2V
zs>~*<mdiw6T4ln5l`3<is42@UOGDt`bQ4c-&-qT}p>g1`zLn0bC%aVOYyNo!m6i2G
z`$?HHtZ9+h60C8`h6C!sg~~NPc(5dPWaoW#8$M6<7QVAPfV*WPR*cpJQuAfa+lI(z
z{)Jj26sN}tX=s#j*?JD&pqXz{2V|1p1xuk&KQt5$zc5PBEcE4oVhDp3ZKbSW6jr$9
zowW+bxrtM}bkGjbxh&~KEv5j7ufx}G{X;fs`yh8xKY?9mh?y=93lt`xm6(1g{#QRW
zado3hwEhMWnEchDW0WDIUa{0<>~T$FZ-R+WE|EPa76jO7&cjIJdw?e-vjj!PAtfqx
zPnjHFG1OzNYz9&laY2CaFvpsBT_oiYo8kjVtMuJALZpb(3Xt5vac~TY<uaxuW4b!V
zm_i`O?S(l^{u)ykv^EMrmk7;r(8*TNlBbKbh>^xA#?F_NP#gSj+gHlkgMGcQpf0J^
z?NAn43b;9}V5#PZf(%L4)r6-Se6rhuEEl>8Loc#c+pJ|akE{l8aNtz|7|}YEkc|s3
zw&?b%;6}J*mz$!dA}l=H=pxe6BBDz)jwA%;GPYrZ^8Lo+1sJQZ@2MX6uAYXT^<>oy
z2i$z5qRW2vY`WAhB$6g0!Zmjo&u)D2qee9g3*$yMs8=l*`UJ@0zW<;RuyLevx$1EU
zGFLb}Ga?o?e4!&j3oERY0REX1Q>5ht;-4r{U~_)%xH<t}MtM+Fnv$plv@v|e8TskZ
zO;p$*)$QxMf)yZpBjYM{5jEecKghbd(|1cAZ&{~c<+D`-8Vwh&2_eY|uX|(z>HA=W
zi1qx8&MOny7kbWR$Kf7+5LsY3K!l*sM0X{@s(F4;1)g?n`K8P#wlblwuYZR<I8=>L
zv`JM*W%I$Hi^dkMEgfzCl7yb7UAZ6D#5)J~Eg$k8;O4mNN|Z(cM2yl7bF~S?RVOvB
z#L8;}^u~UWmJpPiO|_zhd`Va12S8b`Ebq{z06q~?ax+=FBNXp>QDXQKxH~8eE(OS>
zX6+CIH^>fRiLCFp_Oh>qT+(^RPySNc=cK<f%O6nh-EZQ6>rpcNRz;cLQyU0XjVLu{
z0m7}6ib9pPx(C!>_&B5;Ij-;MBlXm8EYhrJJ1k&{EJB8m#OB=@M??d2EMCc78$K^~
zC9^|!smixhoX`@J3K)<2WUVwQ$bjN%kzg9+g~CUj7@Jr}JLH505Th&o&Z=?nfHwv-
zlnKm^ezF0}_@6xNnH&V^I41LA=Sh`aonYTEl{JLA(Fw0sC5J^neY(J}z}%2q8&9D(
zlX2t}sem3w^=gq07Cj`o5tk>pYAIPIR<thQyluEB5PU$|!{OyB%KOTdNY)xRy8CD8
zS^s|8Sj_=gpz3POpYPMir6jbTmZKy|S;Z;?bLQBZa(!{NLMh5bunrt#BzJTqik)UX
zuj35J;ozKh7K>Wl^p|ae7oU7ZFB>V$i>cSY88OIlOb_jHZyI|rfb>fYt!4Bsumk-`
zkAtWRcdXCR6TrbLmi>VC6j~hYt~uN=LJQ!|6Hy?shU6{Nk9T++b{ZpW!?kiKWhgq@
zEo|ZDT^Wj+e~{3j_jXq!r4=2aN}2gIpEIrkUsjeP8#S4G+iJ|GDF&s(FP|v~EkVV(
zPhvipJm<=wMj@#V>Wl|HB)f}&JYL{Jy6<!L_#J93mcrShW>Gt6Rg=BLj3$+tU>LzH
z0^jpV$@NMiz>FRG%D*{BD7v9wdVx8u$Y9N3tV|_Mx_h_bL6tHj8yBpP+5E!ICvzDH
zp>lw4%L@$SbRKl_ync={#~uqec}b)Wp>T?rG;Fz>7l>)A@u1CB(`k>r;32C{-yJ(L
zff4g3FA7C1c<sol0r_kK8Z4Zr<_OhX;5knZ0MA_9_rPGwq><MK|Eqk~O;AfXJ3830
z`$sTXmmukB3%x}Bjb1sV#YQZ<*Ojdz$lX2wIOs>m8btqDfjXhzgPRK}kKHANJ4ZgJ
z36@xd?~w)-MXWM0i}1EakA>!3i}9bI&YDGY;eC+thCh8AL1JYTmwuAUx(N{(hR^2N
z6oo4t0J-Iy9dCXJFLto(6+JE6#LT33h8QF`+ebQdRz~9D<Y~!xfpqR>m!r0Z;=0j*
z8Ed?NU8Q{F%^fyo1QBz0xY>_~c+8j8vFCpT5Ht$JyRT-6m8{Lcs0CHcn%LTtiMH*e
zG;LD!k~v|rJT}g$vCE2IEIIEgj&wixU-4!wog8a4oOFCJH=WTsvwN!q_C;#BLr<Oh
zlyd}_*-}31^zy%I-san$!tA%sH#c1mz_78W`rpVw6TIrDd1aGXe9I$j<@Lk`)$ma2
z7jSS2wJu+jrB;aIjH(7bH*N?%PN0ke)NIkSNcB09%D*D`;JOFj<n=&*4tre~gz|x3
zLCQncw-BO5V`TrCxj&K9Z`U%Qu|78`Msx^gJFZ*=lAh^C$u7ZY$eJBqGKSI5v<Aa1
zS+sq2AZJWJ`z=O6FrewFv0P$(kHOfz7&jvs8s3)*nr!+yx)2=VI^q&U@2v4U2jg;E
zC@jB?Ha5<71g`QFZbK0wXo>Ta011c@08}9C<qnsEoj<UwN5q=<J0S9oRg~qDrL6;P
zCyR|f=7WDLgb)GEuIom0hZK9K7<q;fjy6>*#ReE0l4n`-qgpYxOafP4`!G$X<=c&*
zLJEeUA~S0Nr-mN5+Sy6HBB2u3Z32oCl_yVy6YFp06W*RJk<P1?Y0?v;_Y4tPzMND`
zs~KahyVPIjm;u3Z+oMgPmyY_B8n<!;N?)g!IfSFDMd_MdRaTyQL?gY>aLwLyQT4I{
zx<xGqA|Nd0iX{!Tmfl(8e^C_eq(0CyrRwsC3p;c$(h$13p#Q9aw4S5Nj<e>s{}b#W
zk~+6qi6^-?8Jxrqw@{6~x_acU6ZiDy6B?70bxxmvaLB4}7%OXu5l)v6SL-QQmG|g~
z&;(F(eqFStRd6Y0KJy9Ny%2M)==qWmj?o1|C*@CjZ7%vIAbr+?)DHwd`*|a4HkH9i
z@3ip)MSCX`l1t)ZX_`8DA4hjOMz{9iexonNbWK6FlHb|vtQv|<Zz4K+ujN>gxYLjk
z_eX<t))sJzdM2Rro$Hb^LHv~Qt9Iu8U?saSBtQJ+>D-g8(83l9-BjXjO+Ou8uR4<=
zaD9Xoh4>ElWxpM0NJ$tbs*+O`d{cH>ykIHHulaErcBoIggnbNBJMwjP$52GLx~y{+
zX?gZ&w@IWt$Aw)MT?uv!6NO}h*W?Gu&E}E_XN#r*!Fy4-bN8sWP0((2d|XMJur0tq
zO#6=b#>R2;+rSL^%QJiGjtFJ}X|ML(TO@Amqo|&;21K@~cuI;`%ICBrz5Bph0}~-h
z-}vLYuk+b9$lZy`JO|{e9v9)}EPw|SAD9x(6;GJ6wzFKgj}3m$dBpQN$b4c1g(R@f
zFp%c<QZf)uhO_&)RNsfxYly(0T3u|wdpCqyaQ`NNxvVgqPNfj9;U6T-m?DcDEmHj6
z!Clq8ug?g{Q05{o%%zOG*>i-X)1Aqq7g>usM_I7&b?V6`=}pwN3u1Zr-dRUn2z~wA
zLLJEQ{$BkqZ+O+21Su%V{T&Kq_mz~>3Umq-m@=|u(sa+#WJG>W@bjlPjeQKNt5=o@
z>)XE{huRy(3-2B(DV%$Nn>rJ!H3hYQEF&grVrj=X?s&kpo}&I%4>S_Pc%%|V5J`@!
z319?E%PQ!YT|0s38J+`sJ^m9Go!tV1RFp-*NDwdB9uBdwSEsvs?>e`V*oEv?WoLcq
z(S0zGAk46UrR=Z#hb;q$7~)nk$iUP-@MB`ZR;VyUW|tx~8tPIli8SHP`ZOSUwA(=v
z;U0X9MOYA4Rv4E|%N9eB{n}R`$oHCVmIn&ytQ^Iro*fnMBbPNFeIT4rhPES%`Lgw9
zA*GD2dYIckGlG27!L@fg7{zO(qM!=2rFr=j^0VK+C4DdM#11j-Ln-uD%Z1PbaiI(1
zWtw|ZGDbdHp}(-!wEb}PmGx3~`sO+c-5;iAxys2(xXLYz{a_OV8Jx<pwe(8}LIgNI
z!*-B3SVcLv?O}6N!M>->Yy5Lj>vJiqbu4Zk;P@8SvuZn4@U7W<d_7j8PUE_16~Owz
zPJWRf8HWKYQBs-qMO!CQ(`xah?L59FKFm2K3`q<%%jlfbaHpmnHOP_&7+D+}io-ab
zxEQ>2ZHg}$Zh5c#PnA)fgggfi{%ezwdUe2y=a)YBK9^^0QXKPHz@25}Wht7*-oWl!
z{aUo;ko=%z<vG29_K!`kSvwty&;iB<YUJ;!hY!6xx;6#CGXdR!+7kV7j7~s|#?Z*x
z4}VXTrze$(tAa~9;UL>k4hTbFJo4P(69iItp7MQZqAq2br`~Fpi-mk3(XO6KuxDtA
z!5%qSw|O#k5PA|q9d|;A=a)n#HN+-Wt|j)U%}WWBb8XM%?`OwA9viMN13LSOmE6ri
zhDCq>*pI4a!BkmVPu5hjHS`${yBok#S?-k>MOxJec8)BKjdaLdWl9bdM?;Yh?>nDa
zhR|-zWiAMd6BmSkfUn`YDKFW;rRq{&8i+ffn-ooAPJ%vQDG@okg&xEdIm-e~SB$1f
z)*nA7WK&Mbke1TZo`g~|Ub;13)wv`4;6&FKgj6u|cKumw9l|Mzlo;T_L5mVixv`%V
zJFB2!uY~$p*m%vJj=Y7@p%}Ui;B4E=F{zJ;)uLbl?I}Ri6-)4Tm(HXA;eb4{K#{T2
zB~d@C!iENTf#NQofb{OfV>9=F=e~0eHzF%`w(SHbewH_8Lo4?5T7E!e9h&0Cysb<{
z$1ZiRSVwkRJ~8T#0``ezvV#%z(_8I@TwU9`lkQ-0FV4l^9ch=vpl@>SSe#QY!oqo|
z9DwIzeE+p+X?ivzNG;F@k1PZ@T1lhut>1AHuW_332NqAXFp0Hvh)|k>^j^|it8&Br
z_*wsoiXbA}<h#(`y0BEDZKuOeCRhrs1X8n@JztMsc0X1-loq*sD;Hr?#YFOzL_LV#
z7zr#e28&2Z8C-8Er)|9XETRxw$s-|baW9}k(go}!Zv%{C`3D#|g+pOZWxH6z^<F>(
zQT|vPC^!A#eMViM8Ck{DgXZYcYiqOt*FS`>abPQ`$%i}7Xc?nlgK|si1QQ&93|?e;
zXUy?KWhlkuauYVbHmMs@$ETu7^_L@B4@*C9;?7rMnZc2o^FfEr&GBMdkQ^->CSwAo
zGU?ra6`3$;*TU0rvgJfTa+704WYc%bl*{X3n9ks>2xDxni5byV=b`i4K9W>qCZ>qf
z9$|JRHeYwJe#8+@Ff#P<lMd3MEihePq?<8sw(k^_Z0f37yOSZ6rr?c5Q$64Z5}0gz
z$DSXk+Cf<!hXb(WPpFa>oGRtdmzwF2?f%{G><?|*#A2}vdb|Al4dg-B>38?iEstOz
zmPZlPZYF|m$u#ortK{B7O1T}O$Z#T*(F!}wZ`AKW=TEUA61QV|fj=+C(m3+-$<bt1
zsMk>$s>YV7%HyTaxZ*##*_;Gl0fu^xVPbGN9v@0!JAF?VNB~o~{1Uu76*0qiIt?pJ
z)a5y)WmD3;OCZ!0^^0Gi^2j;eP#=CKW0%x2IZLp;=FcSSOgriVqGVIXW{hU5zU?JT
zB&$qGTMxhTZAcZ3nL|SkLUwH!l$aeME70@bER?b`stYeA3<Q~v`5VyOsR4?Z@`9AS
zrQcvhlZ@U!5@pI3<DK@Pz)L@?nKPQEXJRHr8kMr^vgn1?=asVMz}RcPyiGMJ3Q!WK
zVp5sM=BJ96NeHP?QV2GV`zpen{~=|XH=KioE!NV(NRJPXx;%uh7qng~eBBxc`n}pA
z%&5kS2TC>rS~$gvBF%anJW?~;*tM9Qrnore(aV{iw<B~vpU#eM-P=<hLp-BhBp2_P
zDEDrV70tR<T7|u&7Um)rtjOH&6upzzbSDjYA_dXKV1k?xl!-LkGotkRVo&cZ@`Cy$
zYkg93sd{KDvKd9x4{wv7iJM2Nm|dG@Xfh_eZ*3uf=Trm$*TP#{KaF@rEJ`7ALQ^b(
z$MO?AwmQ&jJ^~WGY`?lJ$-Dh7GmG>L7&2CDLCsv6&P$wxR6i$Gfy)@R{-Z<ASEB4V
zO-^_LW=YLzfN@DHPI|d4Vn|)2^3Off1kpQW;dPBSmJi8fVIQ9gSZ{wBZ!~bzW(Dpg
zA<bkP_Oul<M}@+q0<O}saa5PPDa!lPdjMo<FqpsHI#Zh?-DsrEFu^G1IG^Hn4Q-O}
zX<yi(zjhMuGIyWRFk30L3XZyr&nIKBK{cii<lPKcgi>7(JuzZc08WnPQfjwWvX&jj
zgy0ljHb_MYQn#;Ol=CWRJ9eBuDU`@$8SO%L%$~z*KDI|~6}Pfy3^O6$hXKHv776!x
zWH$NoPV3{F9Y_=D1O$?Tg5m&)FIx$j<o?<n{uy<|5&dpyeCLP`n*N!S3H@R16Gr;(
z7<wfC0h`y@d%8k>J3}HVEA7y6KS92#ewUGT^i{WFQz|n@NIRd1NLbM?EVJLj6VUkL
zU}(#bg%5ArmoMVM$I((x`0}-NbPYla{M0BqaYay#aVHU*W^u)5(^P4$Md$n}l@ky(
zH$T8+DW(F_@;CLh$Ds21*IZ%h&B&5$Jo3k-wQn-r#6ISOo9u~BbO~D@vam8rw%;Yu
zU4%F%8YS<GG^p`GDZ%I@;k{Bp8|}45Hph<MClcDAQA@P7gB#}t!DO#Y-`kIxnc`6^
zUU=!d;<ON>dCWzIdx<0@Lavqo-gpoQN?m<#C1Xx#NXWVi_R<CPA#-Pu|H%Gu9|7R!
z+n$PU<#|`5do`EQFRzi*k%zn5TZn_eZwq+WPt28wi3Y3p!CA_%{8ghg8?njuG}(e3
z7HlvN564VmANpfN0=8k08?m&&z+%DcQe4bJ9MtK78Em0HziIuLqs>rkwn_Q|VUt}*
zm=qiHDZ>ia)3#1t1{dpqfVpaBxUGdUB8pB)!D}E79O#x3zsM2|iKT2}yDDP;7d7^J
zSkJy%2{AE_ie?RI4gXZD)XO>b(b{KUx)61dI8qG+SFI5u+^F+H=kU>;Srb}^>PW8@
zl6GL5)yCfFFuzIT{0^tp(aMQ!sG;-(g_;{Y;chkfK0&kVL2+T`-Kt&8UON|o2_Z#(
zn_1VlwQ1Mmp#i>E1vKJNCMC4uw%|Tls|ZgOv=yQ0@eyI^sqAE7&CB#lu?0WHWt|NH
zn@=@=plEr9WARUI*{N{GVCIodmj4{&gSUb`2kb63g6$9Jvy7{?%R*?{1kyhSTiOV9
zcje`lf>iHTfXoUM%@#bt?KaupY}8AY^Phn`bci|XI_(#XBhU@T*~Bd~Dr|@^huaX+
zKSKp7ixdUwtB&E&0w!M+z>5`W@y?DlI<}wmghG6yxz0@$u23YOj{5$35MTa_lg$Ck
z>tRwUcP1Xe{S6-ld$I@x8YZc}dbzL4>nU33--@i*#Dhmoyaboy8=9S}st3T=2YNRw
z+p*OOQ#k)}d8Gk05QpfGyAKr(F$#dO=x+DsyaH<3=a@+#*Yb^$R`-~6wys(1d)<B)
zwtaogUdpoK9~6)I&SCXpl8gxuPfIalkmu*X&ST@atX6eLly46|!U11E&F9raL?9|*
z2G2_0@TFYORDxDCr$-6F;F@e7f;`!z<I}cP+Ns)xg^WHo4{BcR?rd(kM~OIoW7RY?
z+O}xmP%UyeWl)^a1T}1CF3sN#)LfV=0%Q*j3zAd%U!I1&qHMyQ4>O7<g85!Qdr@d!
zPAQ!8#&PPVLV>k`ad4nE<$S1}ytUFmN<orZY2I0+wR4^<5=eA{jQDUTT?cV+3}`;j
zK_u4+1yG)zMN#VO%+gs~g%xO?9GFF)46`X}wZoHHYk`%Q=FxEHJ4Oc3Lxco33cK1&
z?-~XV{!|HC<@%FwTKhwZj?r_c5wI_~-OeudlYkz*FKCYm&T1GqaJUiHYvH2dT~YlP
zSLP0dV)p<N<+vet^9(X164+V|b2pb4LAK%CldJ{t0L#fbeA636&nB}6abCT(ba9t_
zPil*I2etUsi(H50bI1_JiUh7zVSa=~oe6%&m^yOr;R|tTk-y6ziz3W?BTNiIMztU$
zAJF|Bgwzo_4y9+e4aD70U!U0MbD_V0+B>>Om+^peM9*$H_=E!M;^8dBI=mdgr)I1B
zkZtkhLu6BLq9)-dWm#EekHpm=&qa$Nh(zDDG}&NslKBt}>2Pw!cq~rTJrANuzBSwA
zZ~IPV-nDA>*r*nuvOZ>xcneK2l<x^Q$O?Cme^m^F_J82b2jUmJlPI9pL5sC!<DhQ+
zscqgML1<?f^_ETkGb@UgvZw{FSh^<Zm||&;KN`vja|Oog`Skq;8p30)RKtmsr)@Ks
za^hHBsn)IV@o7Ckq2Y5Pj{jnUWT3hrMxWti!ON2fOMhZ95#|VFb9y)Xxbv_sy<oTM
zeQi&Q9jx|B&y?ODS_|RO;Hy@2**YmBQrNrRo}_TrPv9#DVUF*kmHBg7KS7A-6OLut
zt4QPm$Q05~MI*C}J>&FiS`b;W%F<24_*THoc&ui?Ro6|bXf#O218n@Qea#EWq@z!f
z<Z=F*I|9#Z?A+2lWGwWm5(R<Q<zmw*1)zZ+3)ysVe(ynEaMFC$q|)z${(uSA+HO?!
z{zEXH61Yq6*fgn8b#=2p=@>zeb)?lozYmf7hAf8r0s3K5m!p|>4Nka+2E=4bra2<0
z=B5G$3Th8yR9HV|DF(6~os8MwZ0`iXLK+)F)Vp#w`C0Bj&Yt!r`OI&(Gtl|G-_aV>
zi(zVzBeGnmk<92&w7A?3_Y6=C#pv~i0biSz|0Ivn@Xm}hJ}G{C+gYo0KLc6$&2f{|
z9*lPCSD91l4xtwpS)l?m;<WZ^QLQLazD)}hEqanyXdZKVP2m<_o39y!R`|S9knUH}
zZs1^R2PB=TV+{v;R%qjbp$_~^y*j7<^yG@0FqD@I4dw83%g^SOF2AV`#Gt(2r-Guq
zbaKaw=L*P)+2~Zi#(t>Pd*v;@lv4=_JX}a)@QZw%<q7;bR69X~_uyf%lM1J^Jkqe0
z?{`5y7JuL{rCx6QASy3fk_XX5_{pXj>dU<}K#%)#Q<7OpLU0O=*M1&!fSP{$62bcZ
zm35X(zBSoF-9W=l?@sbW)m)n(91GOZePat#t>oUxAwsw-aA2zXG|9ELUiv82D=xyk
zP~q2kWzOJR_cQ{#v^$i<%pP(@KLCZCd6zYeo9wS%)12Z&GQ_T!`agQzDCwUBfs|-C
z!QKs%bD({#IiRg2l`kOPu;G4MnSR2`dZP@8V-3Hv@T^<>G54%v+T9^TqL4Zq%Lz-7
z=tlr*ykasvM8{~v4O3a6@sncj@Q8_TQVz`WX?p^#hu)2U&+Zo_zi}HpB+<0w6T`DS
zjjNu&BsZVyH*y}c{18^1q*s-v+OhRbp$ZwPW_bO~D+k)N7M!>QPmdd2Lp)Hl&BmDb
z*A9`OS%(e3WTfle*MKG73;lzqVpn`FI%$NOcrfB<<gqt&aDG#Es{=_C5}N5ZNTPD;
z-rCg5*}6X5#lHi@!huPS=1SnDA(4DdS_A>I4@}h3VcbP*+1r(MCPr|vUX2yZW{pLc
zR^{;6%L~wdg9?X$C1&KX_b~^DJy_rdwo}4|yyX@v^?~sGi_Fj{Tt`@}XlJKIyiu(o
zAPwD_j^wK9M(<XY5Kfvkj2mlb*!<i}F2h>|pgn25P3=;K+;xqT{pV~VJMJ!CqNgf}
z(PmyYGE!(n*NsRHAXl~%k8WM8UmzrxrKqr45IJsx-n>UM)s^+kkk#~2Gb%MLA`oLs
zE7@Jx_<5!knx10%6NUZ+-ZX5im)=AbO!3yQ$S|cAltY0>jZep@&Z~EHxO{cfmMCFz
zPn~9KB};l|d{*rtU=o~LtN6}LNmZO5`B4di+lr(oG_*o3G=jFWb2gRbWkhSgAp5)<
z@tt;*J#}JDjq9cucG~7~UDJj@-K>QkcN39y$DrZKRHeB9m|~-HRDKZEz5g^{+?x#Y
zH1~tjlx}0nLpfYF1$e_uYZOF4yMd}#JFm>H8$_rcHcHD|HPvi3V}>62ysL2ay>{&?
z)S4k7h`oSl({N||>7Dr0P&g-qB0?uNc!9H=TKpM2M%}ol8-Cskjivtzh-79fv1-+g
z)z)VeXMQG!0PSttfw<_n(dczz`|_HeKgx`(dKVr<ZNTuWv~;8+_tU?_m4e41|HqY5
z$rS5Alho#M+cwomJS5e!9JFn4XX;Qq+njcF5TgQ3F!t4jO2<GwGFNrW*oifrC>1Km
z<R7<LZ2o+<7|mx0tc1PNiuxoG7AZ>l>+=WPKgAun4~iM2R9v$v%wxQ+jUA}DiF@JP
z*t$xlL<>0EeZuey!nXTH+&_i)8^s>t<I)8`8z?;8^E>d|&>m#Tocbzq#%;q@9TesD
z*dX!)#)=e6e|?&^>|uv-*I7`Q{kcO+^s_fbIJ%({z~ycy3b7Wha_-GM3B^7rMw%{k
z#|gDh&Q0EW_0R<1<#LYME^Bqu;IvF*D=ftxLCSEw)Ou4W@A^`ozFj^BgPZVYc|J6K
zQb^@{0JduUCOlQp5v{XVu)S-9cH(3Yb^6U-CfEy!DC|kyxT;_U^{p{aoL#cvo*~h|
zR@ei1`P&(!3DFOfmB7>cJRRY}*!@>1;fRT;+)X<w931?8fISf#)t>Io#yvj?5q@-L
z9&^DoGz^K$U$3O_g@jGf7_`vwadDf(gTOkIWq}QuN;DfgEn8yTQ)+#|w#ivSU^0>7
z#0m9~Vo*GcCK^&EmvX%Xv}09A#id-|FC)oVQ=!Jz()=0}Q!y?42?3;;OyNW&>tC<R
z8MJ({=1Oz(+QjgLw^rUA?_pVP;=3)|IB)mZBvaovFcU*${yQjT;k+@|<FPpA^UoIJ
zTS#A9Akn9}wo^zy9I8sqKzpGr`k(j0yE&`pjk|e9>m>TQKokxp3!j%;Kg;sd*Zj&E
zZ;9+5C#|S}R98`J0%0q1Pz-rfXL>Co<FYD;R9AZf5e5)f)R5}hAU^n=`U20p)OmT?
z*I1B892VZAf)*~e+Ai!_Ldipl26X^8n**+k2m=?Sk8E~2sgWs7R{ao+qLS)7BBjD-
z`5%7Kc@IhMC7mQ1veIh=h|p5<MImm@5h?QCOm9E*llGox^ZS;_1U)IFpz90v?oHl~
zL06Z<l|`!_H0s(2&l7hR(`c{C3PfdTcP>xRi#5rvqEcqkF#7>>Zy$Pw)ysr8;srJp
z^y0ZDuky_n0;&vkw^|0z?QIsrO$yr(4jQUY^7dY)7VmE*>=G)l?{Rfd3QqAtFN_)Y
z{emT!4PqC^%(fp<lKM@4A9T)b{)&NS$H!us5F>QtS|;?S=Gw1*%@~NTLh*=?Rs-3b
z4R!`s2V1|jPDYS{T`hPj--gRk_l|E8_v+-Q*wAHSZM0|{QfjbwX<pe8PTYT7HMYkL
zz-}eDb@xL&NNZE8+LcLHqpIu0n1&f0!F27RL9+2i|C-1(WhqW9LfFqe=9;t(8=DUl
zO(KDqAo)d4knHyn@Xl_Z2r9bf3;D@T6f32=tDms!PL7;{oJ9ONZVY#E)fPTk+(6n|
zTU#p@{c{IV<s#nVCekPF<=ruQvSz6yIM|~Y;~jFhbC2qCH%8$=$4bHytU4n)h1+-}
zV;!|FuY_ha9ZwPj43!sa2M>wZ-9EM$D)j^EX|P)QOcR|mfazRdPOATXkqZ6>mMU4Y
z{h+<UDIBgLAbonXkb<D)RLBD-zr{T0OcYmg)44(tqMZZZ|B4|Zx{D!S&{$->hQ3o;
zeT?dT)!12eFQu*cD||xW25{_|oZItp11gQqj1*CVV9G0Yy?08TM>1obub{ZN<!K;>
zTEirZEm-rs@bpRtK05FZfl6bA@$c1Y5lWPn2Kep$rHd@H@mK4%_+k(FJmE4cIUW^?
zCNrwVskOnL3x^4W)qq1#vllVh=ks)wQnho{aj_ee7APizhlD)<NE6fJ+=U1EFY=&d
zm!DF_KrCTsiqV&o62%r3I^MmP!eMJ?aS_h$kJ~{CQ4Ro)KA#aLP($>%E0>Z*>9iEB
zr-FWVJJy{qcQJKK?JjdUs8(&FTFa|fjV3~a8?bg$*j|OAJNLHU+#L#RjVrZJT!i<;
z%nU~Ii9x~YENN7-O^(@EJ6tS^AU_1Qv+9>FUrgvBK1hYN?=4$^GkpDixOj7gqcT_m
z-T%UX`Z@A2LXj9iQKda3JwWp|sbYB8EM0ml*^BF`dkYdG%pB<jqMxgb7<;N_<Lw;K
zw1*h1<@tzw!G?3>5O<EN^}>zRtXQ-^^rzXt3w!SHk(jbELYjADr;pOh6I7(x@U6Tr
z?0fvp(mD6kup-N=jOma_VJ01+%ZF}3<`|%<d8Nb;bV3T|EQb;X)aIed`g4_91LZ$1
ziP(q`lW>b`zZhZ}eanMP(Lawtw2veL*DtD}Tqx$f=u!+4WnKN3Iz37@%0`u17Isn<
ztt|X&SoWzRU+_*Y5%o+X9c_b}sF9OKaz&beJIKq(Z-*PG_kXDu3d8b`$zDv3j*x=!
zetBpaSgd5^D-&S^lwBEZ^$=G#4A&y(7$h&3b(nPsEDt^h!yY`WEt`KyQ2c;}k<eK9
zQZ`~Ge4?A%AeJ^ljH}sNemG_{xYEI>OF`y!?CxVHnM~P!gS3v9R057O=K1;lkq;DG
z$!hBIJu}m8yGCo+e$oKQjLi>>iWz;{O<%Ik9uk$?b=&}@#y>LI<U-zVNngR}eP8|=
z2VXkZR}dfG#Bjz<e8^<UQ(r?|EBNntIc$Ux{{u(yuORuqk@Me#D+}A-3V$>Igv$R@
z%>3U<|Ls&TurM&O{8#0_QS*N*voQZBY4LC6;^)tAuk{<R_$Pk<|DXX$%L@pr^8XhB
zD{bUxL?dNnXy*9)|4mvj{RaW`e@9w;$Nv8p3(N5B%+USYg@yVzDDgjG4}U3%zx$b3
z{@MZmez36oHF5rV{JS+P{a^IqpFRI@6W_=M{@*9-w@$$F?ak2tEB7yyg6S_u!NT_U
zzWu8fD?R?-Hf-N18$B~VD>FOP-xmLB&G1bv{0qPM_Zk1D|F9W<&-NGE`0wdI=lXl>
zziPsFj)@KG?-u(vh4Z)c?{WXZIsRS~%QxZ5^vxjrYtQ#K+xNA8xA<52|AtHa>u&$;
z<Nv)w|BGq*r-P*Ret&oM|9?OJPqYLJ8|ydW%Fc%WjR$|PzF&<04_o5f@%az-m4oe@
z==m@9^{?~#pX@6X8^bp{@sBLQ!1!J7-}VpVH#njCA2ck>ziC*pZ^+`CpWt^g`G@;q
z{&raYQ=RyRZvP(O-|EC)E#e;`>c6uS|E7`t-jsisiSKIv7(xG$XTWD<V*cx5{6k87
zr~e<MM5PC$LxyOg)ra?)iiLHfMrCEA!&!1$qnd_AZHGkDfzn`9vse_)T5TbFls?xe
z6#p^;5+j_T-5~%lWVDS-kMH$ls0&lau#?!h0T3Cqzn<9S7*N1S9})D(7zkLLs@s;z
z!`5X}Bya|k+~~(c<*P-j<JqQ0^Xb(YnKgz2=xNGrsjuhv2X5ZIx0e@B>($^{{$aZ{
zFVE0Ww5Dt1(}#HBd2v<7^L5Kh)*VYBs|pUr+L+z@m1n^wF#fUi=;@%zhp$Cd_ln1q
zi0i}tpB+zauStCmUYm){^v=hHyJuYPhNm<Jh0i*c=W}+u=eDznC!FFN*P+-EhUyL$
zzt8=&jtFm>?Sj{m+j6YfXQ@)81jWyi(LQH+%f|P|+P6<DXWg4CrNFDNx?#boj)vfD
znT@x@>6N+q?#D0uGdPb4VYNHFth*0G+T1exF8jy(b&oIjj<!xq4`LHV?Qln=N@7L+
z@COJU&RBD$Qc8ixjwDgVd`!7=CA^YC+(L2KQtgEbbNK}01-HrX(OF8>Np67!d0>qf
z9bvl|j>ZP31?K!Jel$#@k#JI4N?mp$zII3(lM1YFsn$LH0GY>Xm1VL6l*I>nA%oJ5
z+B5>yl=n{pj^$~x8VmXk0WZSjI0{PUxLNy80B)MmS0pZRTj5H;g9=rCraoK#7zVtf
zLP}!Z*}*#wx%CUfdR`Fz>D8JIXwzGgG3Wzq3f*oPT0BpHSO&jE&_`!bmA8S}lyl=i
z$ltRZwS#eLI#}|3&+ovtd8_+5jvUFKGT^u)^o$rGe!>dQzi&4%W(=+;mEdfz;J3Bv
zcuII`N0ztuc8eDnI~Jz_86iu=l=TGmwi2Q?*ewjjV7H5LgOs|j!=;&n$;}j~2Z0x<
zx>(7guE5Rixya^DEIu$%I?oL|Q=c*AGcB(FW->Q=fE25;emb}_Nm#&)gwtxYTV3_1
zbE1NnV8GY0a9C)l)>}A4bY^z@>E?0qxi_OU1ML1JW5RMQV;F&h_d8m;oQ6ncXRDH^
z_QZEa3@R!zidKkQtpYqc=lMo%-e$TSFgtDD3oS5X@nObH$761oglKL^S)>SDIZ8yo
z_IUdKM2cvxSVctt`wz&(%u@=tU%o7!kNHz86T?#sjh6g4CHnWzwu`Mse<G!_dAxqw
zVeegcO{t!G^!bSP^xQyz@h}_UtOc0d><khTw=l2;Sw&U}DYRCeHAleY8ZbCfU-@%n
zWS_E)qUAKdr1b}W31ic~TCih3m$PeToStxC!{tp4>|b}F1cMXKQO5TVO&XNE(wVrD
z`yU|Ky9+t0$;N$8351+2xR}+d^1DJ$f8P<ndG%@XW8^b6j0kp(jZn+)o~aSdDCh!8
z$&_wkOJ&VlDAnEf#T7H#xddbMFy~yteQVvl%PjGCr$1|M-npmwkG0<7a$dULBYEnz
zFK{<dWda`0J#z-LlKiZLO70#n)JE1E>Ddp;rR3m8Dn+y!_<jZ_QGR}7!EAmR-JAYA
z&3#_1DMO=u4vLJ*SiG-8{F&DSen|8ZfgHk;DSZzCDn7@c9KSw#N~7se)G~QtzKQp0
zD4nw0B8!=13>%z#18yEHMeNloITn7o8Qlf}mgZ8Y1wf)1&@jIut-#H#ilPggN0STh
zM;v>eRPMNst52NIsl)w)hJ*D?d&X*JYu2w<zxY5MC`(umPI`@Zm*cx!>!c23ug?3C
zx-X^Au~Emw`dDtIxAHD!&pP9RCLVR%&f=<$OK7V?t_}LwmfBJXC-lk{t!X<R@}<s(
zN?E{*@1dp~1JjTuF{?88?Ke2G;WFf+`RhlyC>yzm$3>6Bkk_^LCncgbVm69nvopvT
zqQJOgeFkW<q9%g$XbmxzEbUvbOKJ;7I*yNc7jzjH!tm4)A8HomjZl%OWeUgXu<FW^
zq9){MQI6`D=X4cH$QcI&^X_0!Tg9g`J5&>n%Fv0-ZwB?Q8i7)GD_71Ak0kw<)0xg*
zrwT4kmkX_Il~@-?*XPPS>DAdr1~2$VjWDnC0x=a@0ENR#`03m$B(UVHIf@a$Jk<kH
z(o|-x%9kwl-CcuTmzI!}Hb<LHcjv*1@gM6E=4QO0{3F3FhK(5l?nMv$-AO=A?QkQ`
zG^<?-oHv|+6v@!fiGXl_g!M{wKbKeX3#8#VPXT>I#SR3oNhjt|erZi0gLrIH0>7Vz
z18fQG=6H;^O2MP+2KppVt9--=_JoPT24-I8BJ<3Ja=|VXTOnL00KzRo8bgaaThNup
zmkh#>@Oyf-V5*tYO8(}b&1}K6kY?j319Sm5qxQg^S_eIu=1|zq2OovS=tr7Qpux=O
zDI4>~`?&&Wg8-Q^I^<TghCHwu-lrE<)+jbfyAdpMpNr^e%IwJ=!njC$*a=gf8(Z!N
zbU5Mt+x+uL4*yVYS6WX`Ll#p#>i%bJHrB|A#SHA^jFwm$_?VaxE7>o9Oh1bmfFx*;
zOV9mSn&C0<d^`G8Z1PC#7BvoY79`G#k_&)6vB#=-RR>r~GWKd6-s2RB`02n!T2&lH
zOufPiD!(?ul7Ci&j>57kAddVoa^m6l=d4WO1ulLz=_eQz+cUIPvfeB5R4Ymb!IEK?
z%~cc9#1_|{r5ke_L02nYPiSY`=N1o6E9TAacYdeCd6~c?lF4M};wA@vuT`skyQXzj
zUTQN1AJflY4OB#zbr)I_`4($LomlR#$q8(9A<9q8NuroNn4O=M&NJxUt0{{B``8Jv
z%t?VVM-kMjGJ;CQq~{)}ddvwrq2JT~1@b5AbwXGA{_r=(t;edII$<5l$?O52ZjEUD
z8UgZi3V%4}ZMS6|dL^1$e)j5&t<POcc*t7hqEQ~8sG-r}O(^vb<Fj{6oJXX$m>02U
z1gFdSK|^XU>jD6$xuD+&4k>?80=S$fC8qx4+&5{)sCX_%Aj@fDj%#|6pV(T;#$a2Y
zR;vOM-J&m0Y`lb!-i}AfvsKKSHjw*i%AEK5%k{nhm>ZX`?#6?*pek1Wh|hpo;D|Zx
z(GFlV_PH6r3^oq9G{5Z8k*-lV>Rq_2Cj81%(lZMqaBAJ_&9l}h-}5&X`T{6r-axLY
z>yD6>xTCnOqnchzQI*X}UMa;Hn<p38x|m%{zZ9z?I_eU$!$LEynZ3X8!NLP73r!+u
za)l6jBKH&7``wnF=R4)rlXY>8Y6}m0<qx!-HS*Gx7Yx9KttCT7uPD2;x<nt!3!~f~
zl+@x^lCu_BF9KaQKq~AcMpOaUUwqj<)rhhN9YhIK5X<BwiYDBY(DztCZV<~L4eb<n
zEy|ENKk2q%0h1AHt_6UxAEW?U07R-JD9*>dRC)?QjF+_+Q3YOr8{#gJ9h1CHNpq=D
zM$rT8C;-n~)$8g=%0+vQ2%OvcM1baCqwB=#vJxxO18;MDa7XL{<a4FMOG4pm&SEUh
zKP^YSn&j?HRq1pcTzz*?Um(*5ygo)T=y)p(aKD#dd|9<;fQQp)<KU`(1xsh#1$M?`
zznb8~8SoAwFsl$s*Z6z%S1IsI&_?wD?>QV&e*;Mfv&#DgC`+YQhl?qO#GIpCJIY;m
zf?&@}0~RuFLdE)dG74+J+MtmAh7gCRqg^Qksjx`&2{DW;A{$6whs=e6bT(&^b>SH(
z-V(=ctr+Um=n<*2LC2{R8ovsP<5?Q*o`Blu(tjL4#q&N`DffKbGjZ>J;w~SR@Kd^J
zWxMzS{8%@1%n*Qmu~{hvP4kIJg9lE;$m|eH;iimOH^Ml<7m6z$jG?zmTR|d!MFMf%
z{zy52O_zq#U&?Wpl!V#VRgo+IV(uSIP@d&cTp)%=2q{@qKsaMcuz`dmDI+x6r4%nI
zD48sABiC~Q7J=lF?SpF%E<xhsKvJYLT=qqBYM8ASdhuz20(77UP$Bqd!LJek_+C)?
zMb<p5v=Gm|VDDKS9P1#q)^wjDap~&U?8?;9NnV>BR1_VoPpolG%g0~El;4U%d!<B0
zSJy<NtkgZO<Ekvr*cvx(Y}SIP;zp=g8<faYNWtK&OtqQ4hJtpu2GNI-E`0ng1?4E;
z0FTdrsAK1tD1oBWECTI8T9@-pzzmlw&yQq!aNRz2AeyAHL|?rLej)*x2-Y|fEVm&H
z{RuWB3LHW&@%N}>-m;|L_U*F9X2DRmWH_c7Fk+Azo=rvAi3%r|>CrrM&ECEQvWkC}
ztmUyyRIku0x4oO_hlTBDv(Eb9RcNl*SU`q)I9GQM|9JN6%vNo_M0Q7yAPaJOc)Y}v
z&~1s)x;4adiL3r}9<1{7YAvR7f}W=IF(@3nq(O(jw^iyleCy%-`hjv1AK0MfAAU;`
z?J>fnj;J4GUWZZOkHA0XBk9Vg`iPsH^Xpf?TAfo}0Eb!|PFvh9o8?-4vnsf8x31^w
zx%X<cOa|uHNdViXR|K0%rA)Mno7arjVNEs%`dRUcQQb}smt`k|dvl}yqq{=e#0p-{
zMC0}iPTJ7c*!>DNedZ+Iv!h~)N48Hs<Ki1g2Swft!L}4NCpRJv<}@nFS0sFT`mG*a
zjL1}})Rn;8;7Gl4>YX3Q;PitwXXu49<MFPJ^F;y+GYgA5RDXu&NEzpv1x>aQHpXoM
zZojH0RJr8iF#3VTYC0Ia+}$<GDc4#!ICSmOC&MX)LUTr6QDm;osp5c=q01mf1TJ?c
zZRg|dzzp?)L!$99J6%-{+oP(mF_}WdXn1Z`7(vy5tjs`OR#<M<F=jv2(<6~&g<(s9
zB3-@i?5nNqQ5Eb*dfQlW+N%YU5r;x`Lv)3?Q?lhn1RJ#)!_-BTTJ^~4=^%#g>?f4A
zOMTv(*vS&M?=M&xHI=C(e;S>__o^UjoMP&gY{n)qMvyMUVR@KBW*udSWobTeGZsMZ
zkYYe>{#mp=Bf*E#X2_O4E|_iBUO)4@(Zc;pP$+z<+E^|hbaJ19a|C#+&MXw!L#*wR
z4S?WShx9SxH%B0+6D5GQAkMcRBickOPy7J5e6uU7(oDLxcz<>PiKC(NCup1xmAPp4
zy~F48PXUipq{P}zrSomDGoY4Fu>?G4WIrILY~zjhm;nXES+VutI6lz;)m|IK&Ts+k
zMf&Gv#(bqGeDjkHvUo-_#MuE0&P6!Ku@`SS?IE&IZQ>Vw2E!uEjVT<wFekD^W;5aI
z;LjIGz}Qc>0G3@dKQa^_f&f^9m9hW$+0DzuIJBzEtHHYO1GZ`879<uZ*R1EXzs4_8
zz7@$#X5DUp_<F9<3OH0<pL^#}yo&MqN2AC?S`>$dFgNDcd7dNx5+zbhhF&;`Yx&h$
z1Pth-PVA1pfv~*ikpclOx#m0Kph!1MN&MSy2!PpI9```+0&t>)bY83X;(%1uOx>It
z_jg@&VY{E3XU)yE#;*u6A40&NSU!>PeC`(A1I2I{-r@NA>X@R>qHG*dmjx5uM{<S2
z)j_W%gD#3B^k%YfgZc8D2|<_B`SRB#C_gDdqa}Lt<uR5b%J^MdibaeLa-m&i)m&Hm
zss@YEhe!NJcXxg84O<k}pGf~mU9VG~<?sF)DRz<HEcWz&mb>NXa(R#1fpw0cLkfnn
z7wO(1nidq^9xyRcWNGjOfsXA$>GIuKnZi;j1Bg$HWat4uOmPOl7MeAf1TEn+7dRDF
z58u~Z52qx?f`-L<z<gS#Y^fSN`yP`a8L}tm8s<H(54zLq-b?Hz79RBE5G=6a9)y>b
z=0?B1DyuBNq;A{i)#3OOtX~T|reW-DvZ0BPs&mvNd`pi%`W+JGL}fF3Q~YBAlqp{5
zw2%CbzU?Pbof|yA$xnE~Gm0{*9Sd{7)>#m3k5dVuFO~z!fDdMJbQ=f)F4{oiQyRSn
zMyO`Zvq32U_n4op3yQdWJzqzD5m3WGY%B*$AoIvDD(0gi$ea6zwMgkh67!BgANPj^
zX!i0{_I>t;>f_=x|H@e`F7eRpmDuBf#C#Ok2XVup%TV}OS*QDWE_eFumRL2kAdMV$
zsO#qfXN>k_H%^z(M%0@(A@D&z)G43VDxXT>*?)hz!Hh-2ujJoVx0UUZT9m+QnGLFH
z(yMIfy>A>*H|tk76BHIP!$rzxGe7L*Z|IQ6nZ*`(q6^mN6*}lD@69H!V`L+PQGP}C
zgwRTRj<YmydpjRW!Zuys%xJBF8r_TCqU~y^3R}Zab0v`?*cu%hl`zz@&19+2VN$Ji
zHElWJqkCek1GBdy2-|FXBVE*jbxOBjdP<QsNCA5VQsavN^^0AtE(lqt;n^bvq_Frb
zd!BYS5V$9Hf><Wj6*El0!lRLK&S%ha=?qzwljatfo^Mhz(e1RGfrf<XbF;lD?hE1>
zPF%b>PXp&<ZYlYY4j$!(){**A#wyKmPk%3?JSJYz5fVli^V@+xe-RW7b1RJCTy)mr
z7<0o+1Q^X6#7M5Jm`QWbKVRjr>4f7!QIzf|In7`#l5LTh)Giz=Z%20If3fxsP?9wL
zqh{Ogp0;h<c2C>3ZQDI<+qP|c+O}<X&-Q%p{r<Rj@7_Io_GDCLoXTHiWmZO=iinIS
zo=cIR0*y7sCKhKSktxZo_Y*m_cz8Y3ZTaTeGtH5kpi>jo)HIrMt8MLFPEYFR&0k;b
z$qtn6QbT&sH9<65CcfKljS~-@`YZ-r4q%>sQ9bJr2d^EDUdfi}rYe|L^UcVKMC4Vb
z#%loeobXa>^MbY#Pn%#byRC<PePe+F4+c_0q@fIkbnSLc(l?6>v{tS;I!TyH&_yA=
z^0tB!lLY2RHXyU`AHu!*fP8%bUEuj{_!hYAR;ApRv#Y$$O(*FbmG(9Elw#t_;H^x4
zjgS)W8m_=6eLW<48oh{s@<7pfYUGBqQ0WRm1%|LkJ1zh_dtm&qNP)9F2uA{7b?&8Q
z*3oD<5?If{C<DQwFo@cr7QdzF%1zBhX@Y(R7#du(0PAqhN_1ZD@spV^2ZJ-fImN?O
zz1;X~w3^@{XWWtivWYLb20LVdF-6#;Q4{Sex6UR$q&2GU3M#hm<U`Ax3Mw+P#|Ugi
z`uJp6#L{>}^55@B0A3@~S114%P)0Tq&-PsSAHWi<cD!|t%E-EM|2836L$G`nyipS(
zZB*1y*&p~*){sS~>I^%afx3jomN-1J)I?JTKdI~LJ`&)4u33^<6<B0_8}a0(vOV5M
z*s>1mVuN|D&RADA@TNWAAEH-EDnFMvN>NTuA@1~`@@R8WU8>V+-6!X3)5?ovJJtep
zAE5qvI}NHF+488eK)u<4Efrjy)CI>mU$ca9d6G(DG20OpNtyW&GI@f;UJfB~qqOcT
zYWuo-1Gb6n`5LMCCwl5@wPuamRK%02uA49LiE`n1?!8-awx|;VV0Wim<g|fn60t|^
zrC(-Aq+`#W*F5iDOS(&a5bVsG8s;mBfF!oDeG`s8x)AFW5PeSfp<BTOHoBu_=u(~I
zFs4ea-biGUZ?RL~;PoyXc4}q)x=go)99Orodh2c6YJ2uYP8;W|PyNMn=M?a6p`Fz+
z3gdkiZ45dhcFV`%wrT+XvHC;=$fU?6b6w<HY&^hCGE6$p9eg;@wGfHKwN)`7ldBa7
zc*<CVsO2gD<lVaj-(<&DXo<muk4BsBJ)KP(iM0TTpok?H*}+aXyfyK=wxmnp_j+-l
z&m$cGpO^=vgze5!Ixd%*DtFs+a|hXXQ$8CZ7krR&#sX?t3q{5Sf3?GF4B^YG`aayZ
z9*_HNI%~y(NB<e$Dj<62EBxALQmS_~j)Sf(mgm~4P2?zex+*)^2k;s*n`=eKL|-VH
z9*Znoo-)yKwuAZ+yX+zr?$l93Lz=Y&?ND5uJW&#`^Ds~S0d64!Y#l=F9RV<B&*Z0K
zb~0lPdPG4t^bL8u%?m}Ipu0nl9w%gzN%odt@7qzUjInH6<RU-{j!ashpu4bF4hJAO
zNYD`B6O>z`-;Z`db%?DKT0W{BNT2~+Fe14Z?YxUvMsBoO*-w>Tz*SN!WY8M_-3U`y
zT$H3g5sB_f<gyr0ZSsYfu@8-1G^>an_C}A$d(&N1e(&oK?R92jJK2RlfoRp(bg-GV
z32|1QCJhnK$@5u+1MM<oCOB~g&%MDC(PFm*=b-bEkt(=aa{My64EzG?SIN(D@Vbpv
zLhz0aLG9R}=(|9RLpp-oCm<%-yR=m!YEtgELR+*(jM_XVHcPHjVkZd!2Y^_SYNtu#
zcA9`1?G$~tfyY0^H8{~Ep6CH{Hb@fLK(LW&L+i&GEb~az2n;^rjpX~C({R6=lpKCF
zM5j+r5bG+Lz$<nwa^1A}vVLg0`sBa_*sPtZL7o)=T>z;`WQo9p<J=Ryir5~!Ay-4&
z<;0$9y|mxmJZJ#6_*o)z^IuFvnQ)>yAR|bG6Ujb$rMy<?1doNCMgZX2K?0tK9weU9
zAnMnDUipjUT+I2=eBp~?-OFazP13edo>`$yt6Ap`dM_z@i;jTi>-5{$7K#BEYhLf$
zJ|=kI?BA~pbDC|r-cEjZT=>4QqukM5a%OqFLWV0kwrE^WdZWSK`(VO=Inf%P?Pja3
zc$k(~Kxakmb*pya1h_U0b2>s*9S^uBd;&}>)G?WX!9ulwN>TVtY81K<Pt6wqcx3Vg
z(;hyxp-o%jY$S1lkpr0sO=l>rB|MeoL@0Wp$ee-$gWZrjP)x(87~Bkl>Xc~fWgEKM
zdApWA1gAm=FcKs~VEDG;?N^Gr+J8d9Q6|UR2f9O?2Nv`P5{edi*RwqL>E{LS|Hw?R
zTY^rCagE0o=8vpPqhW3EZ;+VZMtJgQ-w*vA0p@DyXOqt%OcBMG>BpD3Q_$$&88CgG
z0QoZTo$Q8xYk{jRestQDV!*OAGzPBP4rhz`5^T3iV^M&G1SRNKvee+AGl*Q$4*p~Z
zC3r9ded{X#$;2b>c<blhjWP{FntN9KxKhaJ?%JcPck>j<WIq4(VK8z%GX<BF__E3B
zyV=d^n%l5;sjIEqky}Klg$3_IJ(d2z0&imzUZbhRr_O<$qpFHQUS$mtq=B5Y9DKZr
zWlc6w?O@1~7xLvcve(Y9(yS;aFR$^#4l|=8nGF?f`I*g|_~iNhPN=CUZ=Byn$6W|S
z5UNcJ>^tS;D>P|@nkr!#c+(yrK*chIfZvG3xVL~o>;|Nu4o3Ik8sOE!x5Bm}$P3Jk
zyGgzPl;30%(+dWW=Z7PU*7_fMGfryI@`EZMEAY)}5aZlyhmJ{%Xw$Ku+)XNLs8Nw;
zgs~S>YjKwPeOWC<1f;0Czt13NlLwJe_9F-12orG2L&&1^53Ku=5!7*T9{5qJ>_p<u
z`TV}kfVI;D@3&KPK1gtN>1^;+W#Ny&ob_un4ZW;(U2_jDu?Ucmr9807#B!l=r29#1
zv|6Ywx6It*G-e!WN$9QlPUXpo6#NwQnCAZ2b(P+f=N6N3;tXte{0F@p^0=jPdwbh^
z=<W3@-t5p~!X<^w^4V6R@}x9^6#P`^Zp)naA=Yv?+Y-(s{dsIMQ_(ytz&A6dsnqlj
zI<YYPOX+P{DVIYoSEo=QpwMCaQ)Y>`8!9}z9e(6OklBM_sjTWfWO$4yC=3KT8@HiS
zMZZ!XKTko@nwxObi#}X5B>F5sM}Wa<r>Fl*BY)wud{pB=sJ|EEUbXTMy6oF}Dwg;q
z9NuybX};^r7y8cy&9KFMZum#}L3p{4ME)}&jb8^MC(wNXf=WSEjaE_a$9ZU~xYOa3
z$?Ccfbm!!k7S&LL?O5$#j--)%oxWq${%THo&%GZ~$t))7L^xUg#Z8g<z}ihxXi?gm
zjc*ZO!TaZ$<7+CnUzt_MGeaIUs#B;}b~i`#Gct$_A%sWTD<4eamx00bP@R?W@L2IN
zeqy{p^snq&eFV_XD+Gp6kZzW!k?1iYw`S-U#I(Rik4s+k0B98G5IQ7^4X}FB#U@E;
zGlxPpXIkx1k#*Dqo7ALv>;uhi(41Xb^WckSmMzo_mlpDcDthkLzolRtqkrzo4XgRF
zn=sHepo1Ikr4D^(qtyo`kWlR@G@{R231q1dmhY1DFt|U%U|L`iU$hxoMtE$`?BGno
z=dPle-t;?=T~@`(&`i8mNv009t<_Q!8WIFrS_rm|!Puy6FC2j@j>t5Ye$i;Lba%40
z6tY?!PLdh|YqR{m>TAFBG~l7?<e(WzpH%#{#8g5r@_ItFOh^=DqMQs6%&0=*-3xed
zy4Vc90}-!7iDKThHf+=*K`@(GfNA&Bz11J{iGEMYeuqXL_Mt8)FBX1u&r%NaCRQ-8
z-~hkD0#qvkr>Qs!qjzZ0&phvJzDejF5qltPhmFgu6_Lk=c~z;MQ_~!u%R2>W-$Yzm
zqwn4+^BJD}p4J3KhZ)qV<Tf9}V8Q2csG2eFWU)W9LZk^tC@U&YL0vU>y6211p8_7N
z9^Ms_>=`n3$*){MH}no`=;x;0v@>~+a}G{Klj^clyFQiLvi5cpF@4;6yOYp;`~<k+
z)y{OV)DxW2dsVc!s*rkXUWJGERKQV0a`MsP{RHOnh3-Zux~9W93v?4V$))6|q83f#
zyU7BftQbg>w6QSslYe;nZ5a))4gvFb)gbhd)Ib!JfQjHF2;p<eQdkpj*rDJ_EocM6
zf#@<2kUSegm<VVH*?%vb|5ms*o9O1Aa9ox_+}$Zu#1C!{7JW0J3N!U+GOn%<wlq`Q
ztY{@Vyrp@ZOF2@n+v8XKTJ@))_Ne1>vxO^cA_WdC>a9ht8;enxYGRNXSf3cs#%iL_
zt~L+D`!=AuDINL_f4lpRzLplA2Z)M-&?cxI9ujDz(S=VGhyG|2#8KftNqkZQaWcFG
z3ln*`62&fSB#*rOjF~11NULb3u94(?u<#~p?&nGG-&6&B&d~h*EOlG>l;bY9e~Gpf
zk<y{y7)fj0?5d7uV|k5qj_s_bk$fTXrr`QAwVSH#eohnqE3isE;ir3Los(HF?e<*V
z!`#>S$)40ZCtJ!|g6Td_9lw2L3BeW)4P`V55u27Owk~H+C+SHg_R7lK@A|I@(9M(@
z8ygF4o{lP34)jQxMIR~V_CjDv@c9xetmc}9^06r2LjhztG_$cg?&O6DWSDLb#w-6)
zIXNY0x@{<WpUUdKd*l2C22l;3$M6(Ug+nRw(2XK*ztA&`#zvv|Zudh_rT)a)T6=Z#
zG=y3PRvN$80}@G|94k`4R~S8B;8a;1^<2aBDxeL1`Cp!ht$?sj2<&4iw2}j12A;SQ
zv)bI|p)JHM+6?Bd#1-rL_oTZ_UnT3jjEwKwm3buIvlPk=e0ec-Fp__`c9^ycUL4Zr
z@p^T^e!oTpw~Y}<O+qsiVc7X2`$kW}=c-THdvIcUi2y6MeR_$JdC-S`opy3K!LyOv
z8t|i|DJ9G7@qwI)%@Ddxg%6=$U`7$-pekRL8%OWdhV>C>Bi8d0>xKLAL8?(;cMJCV
z)UlM6nlj4V=4+SLs!}F@cBf|fz}Ch9t@G}%=9C1?VM{YjBIh+q>w`?NI8ORcTh6(9
zJ7)x7BS@CO<nzLI@+(=Wts60S1{Pp^VF6>OzF3{0(7B{w8mi?}SAcwo_SzaRNP*mR
zr&d3-7?`?P*!>hYjg)?z08(IRdTeL5`SC>ZNx-%XF9h)QIM3&GG)-4isD$@%I?zD2
zrRmc@>Q6SY@2dkxTTCGwMi;v}>G`X3+mj!<3~Yg{^9;gVI8}V)BCo+~s&+_biLYdx
zFIYU}#m#GG>;3{xN=B6RmlN^yWT`OMaz_!8Nf%xsMO)-kLUk@{AqZey>Dn-61R8H!
z<Sw!T>nZ!V#Acv{;yyzguw7~|_mQ@KcsjLCZ92HjK2CiJ_lRFBM=0dW0YjcJ%gz!S
zSAtUP*uJSoA>GQTr~Z*s_=D&c^4r5DK+LST$l8fW@l<st9fke*p7{clnNn9;p`se#
zFAe{@AG4+ZBvNJow!w8QbW)+76B>^)pKzITMO#m}DT`*n*}6zFuV5BfoTkeZkc!ZE
zHeJ@V9}y#{F0!QUQW+LP3C#_pC^R%yHr7__POleTDw@{yc}7!rt2r72UEcR+?fDIS
zOPmucEeOq2w%?N*g0HnCVtVqQGZ8V7#HJz1nn+H<;GsIYWNYs$<8=-@-=4l|R-zZ7
z*qb$)T?K;%z5D*o{%sOG&;4_~60*bLoP%`&qgj)au2KCl%(78G>lV(SYeRrp6&}ZK
zz&w;9csIy!+*J{01spt@B04R~<e{4V)RPtgbjuNPhX=6h{_s~M6i6la?HK5e?mxAm
zw%nju4DSxBLjxpj_8r;{c{DClY<+v=4p=`r`<1eNJz3w9;7v_DJI2?ekYmc^UgZOL
z$HZP`YX1r~gYxz7mZ|V^JX>>Xg9uf@_st9UFJNETLa;d<VDlRP#^s&e=$~Z!$}qUw
zWYdnvmBmG#s;yTMT~dck-MPHzmAVMeypid(=W30<GRVAWG{eVmSLTKj3BS!8+$(Kr
zxyrr6+XM#DgiZt-SOEXvcp_$VI;ck4>N$Sh2P#PnHyI%80v8|zuS9E&e#y_)H+k|D
z7(@xsN5r`+vQKS653WWk6?S>iDd=~483sl%dv1`J@<oAMp$evGjcy{&*7Lwu4OjAZ
zcUN9&kNd7b_QY_ND3KQ+kTOJ@AHf3*GECV^J8Ef11o^?%#17tOa7H;64q&ViNVbul
z3tv~yD_c%EUq!aG{<ib6v+t+f-Xh5xf<o?V#cw>J57{01fiaMp)zs~4qbL7<w6vId
ztnetO;i|2Km8Qx`f4d#WzEH!$K66rBatTDVi}SNss?giqBCpnGclG3<M;_Y!jn~Ra
zuIZ4rd(EXhqn%O;hy(No=;D|g1@qgNonhr*Gu&!-{p*D0SMDR*v|HtJUm)nyv?9C0
zsF+=XJoZ*r)m&IyJ1Axo;H|epE&kyXt}%&{*!&)jGs0}K1ymnyUS=Gl7{~@qE{^h<
z2N06BwwYBce2P#PyDV2@2yKHLKhIKZF}6skbAcGdN=^aHZQUag=Mp$V?~T(E&4xt%
z<fcQ%Nt7R)cL#*}JkS%wthz~IYlN_!aP}H;?~p{|^j@=AU;)q?3xfKs%b~f1_#B3K
zx)3EcYC-4%OQ(B9sbz8S6fY2*Wn>;bbrPaDFzaPHJ*4H0!3eK&N0>D<;CZVEe~h2G
zwuxv`{w^ge_o0Yn+n-??PSHqS>I+K(`bW1Nm$7tIxf!X{*$wZb&sSF6;a}8S7KtgB
zjMs*rfeoEit!3Sl)#kcdSlSCZi;Y%+>#Z*G{cRMc@}2l9+6tT9>>3@dUG45eN5j)J
zQd;L&+P{9v7dBC<?L4O}JQAnBZ|3WHNk}OwtN5^^S2I6cxvlf>ch0?1tuf~)O>cOr
z<b3`Jn{1ilq5cvcX|ttKmSb8+Tbx9@Kn=_s(Hr*vX~Lh=gA-tlN^AXTP2f@PpjE~-
z;PxXc8kgNopRJUrql>+F{`L)|+Q&Ml^G;IN$GkMR6JH50eOood*19Fj^Lmr@{jGD{
zy)D^xa2jg3Js)*zCp4BO<d6Qkm-p_jVyauVrTwLp6|Q5}-Bp2?pP;Wsum0*zs#yl@
zq$M0FN{u0GsBu;{YHS2=p_+$3-R|k&!<;x5TDG_JHJQvqUV)<E_ATxfUcz&})jLE0
zIL&^Fj7!V1>jKKpYKg{}Uz(OCzO@bl=0dK&7NKx=FdJB)abIZ2tbwQ9eaqsAic{~?
z3%fJp&ptrk1E3EGHdU2+mmMlCWzdEDM$=`kQ(Xe$x+Hr)ffVRyYtS^U-u(K@pn=M&
z&gbi$KLh<h06o9N<QvXGxT$s=U|U1Ggr9#_BOdrXsJt7pWwV=bH7u+9&Om@}`3E{W
zp>{&OpqkuK5^-ki{m9=hKDCvY!Gc^#vyJ_QQnaAvL!7uEQ$djD_B^kKo+rWUBWhdl
zxZg@?K>juz76@JbdWJ!a)2j=eoAH_qkS%=z{yiI$-2yydc5>|@rGg^wm2UPL^rR<e
z<u0Vf@MZzu{ZCXOq;{@AAWjZ6?BAkQA>gl+DuA6|Kr%P(&%rv0KitCJEg6v}mi!iQ
zh5`k5i#W88yaBO5PWCCAUBZ(sFHgB{9v($-!FxV;O1CrUqI3#stjZPmt086uzPn)*
z&|cg*3v)b_drK!luYa9XE|6qB2iGeWpJL|Sj0ijJ5)7bydE}V(I|TRZHq068AlL=_
zO@UyWiIe{!$kpj(1*D50QYZpM3+ZMV?#uX*Pl0><Xw8stC_`GaaOUIYcru?dz--)d
z)wr>+8!Ykl!^drM%X5?Vz5Kk#V*uClc}mR=uYtGE>51oj<${5_kh-#ieo4FgTI5R@
zx&Uxt-l1jjqZ`~>^$k|q=}tK=0UWf`5S3&bv#}P&eE{vyM})Gk2VzB%Kcovk5vvT#
z?b9|;1?i1~u2`J}<+Fm|h=LB94oaLS8|7|OQTyH)$cNzjALtpmmam<@Ph+fqW-WE3
z3CDPei7<vj`?+2Yw}`u*@A<p#Y)bC)!JUXV-XBx)xM-Bq9{t^!K&UrlH#{|8mgCwg
zP0of~dvhFo=MBW`tU<1v=*BwzEF5=O8VZmtJjdOmTK`BVShrC?__&Rrzib(-{tN|*
zB|ASk4-^8Sc7y{v*!4jBv)K9s)MZSTZzyNCq%aB1VqJ2o--0gCCeAa04~?NeNoW37
zqHAn?=CZIJ95lPcExx4>t;cZ(P;C#rdRa&C^XLK}NrGF9U#aw@pI;5c3e^q?V5aKk
z2@jA0TY3+nVpFn^;Yc_6POIN{kA9xV)J)dRr;c~gCG9j8-d;t|R&6JTyW9~mi*^l$
zByG9Gwh=o_<`Cvp{2ja*zlb4snH-_|QE=EM-sk*nxFsLQ=Ri-#<H@DU?e%rX_0*~=
zo_kR93R_B}_bjCG6CIPay$0FMvhT~fRq1oA^a>x8Tbdv8N9N>w3#9mKu%A%8Gc@4g
zCr=(XZQ?dmkuu64Pd?lmsMl}lhCnV+^|$0^9l){)=$c5Bo3-+*zL=o92syZLtxnn<
z$3$osv^=m=YygaPa&;a;u4{<HR1_Vs996WRUCIj}CZ|xEknC$&AeA@9V{e(oqlE7h
zxB)HOvZ3ak9pU)78o~?Gk#6C!upDc%H%Zo7DJCat!&}pyWSD%!p@c^!&|AyQrgZ{N
zWDq0dVWUzAaVfbVD*<7hAbDmdx}0*p$zO=NQ%`}#G<f7&?cC%#gDUzdL>HW?#ct)y
z#uqs9PGuG6nnsUN&?j@tPV{rM4Aq@l73%FeZki;WJXUUzb5XsgX>L-_laAu<xA?ye
zUE(IFw--t-G;KX9$>Y`7dl=-E)Rh8gvK7s&j#qVWSq+|W*T<lh!A|4zML+SbI?{Cu
znRVy?kOICksvro2I$*O1+v{n=uQK*nn)}Sx<J`{&^LVgTmpug>LL*3MhwWD+SwK|3
zTYyk3?~28S+7q`RCb&X!KhWGLHWOj92Amwhoy=vK4H>8jv1R`9E_s_hIus%bq_G?(
zwZZQAD);u}V|E!>`G7TiuW9$^%m4fXxMN*M@fUP(baF7(xBgG$;qM^tfAJ9vtZe@Q
zNc_u<`M(a5|F6`;|LpNpP*E0Fm;0YQo_~>te}<m_=lJ?>CgXotW&hs+56pkfxB8Aw
zLT367`2XGE`FFto-^X8&fbsj7|K|U$|KBWsk%a$<`(G@VfAN8TZ~eD(lY#zU3eJDO
z{O|R@6qeuo!e6E5H@^V&cl|FC;XC>-&+rdd@$cMURpa0Mzu)zb3iMy1&;PRJ@4<aX
zK>dyS|7H1KPVoQpUjGk!`rmv>|9srPPW=1i|2vTJe^1!_XMy>r0R01G{6Cel|AAxt
z6aLrq`7L5*;NbW+eX=or0}|hW5C;dt|DMM9Mppil#`s1Z{tJzP&&15~ZxJ)Y-}3lx
z0)zRlz4;%}=l9k7599*>Tetij^>5_j8>RTiTKiv#i~s64{Wo#(z3cy`TW0?k`0^iK
z&u?^t`M;SzzeS(Se@p*&#Q#zB>7lHaxtUB_4G84VA1l||(E$Q`g<41sMP3=(pSAPT
zj?Bz1We0U5u!9RQfaE0h&-J|Nk+iJt!^0xCqN-<2({jg0SLty<p4_5d9DQJVfN`!1
zJt~}vi+~^F;L^gX1dc@o%nvyud7umdfEfo|7|e9nXgz!wpr!<%{@wrpoLUTiC>S6+
z2OxG35D<DZfa~0+t7rshDRe&_DeX}I@bK51cs^Nx;;TQi+?t#M)E5AaGvH{ounSwL
zR^Xl?FLYQIetiI`B<Ol@b%4NIWu<3hR1-ia#z{>8^?F>jM6+PIXI2)#fPg3j__bNc
zsepQL&LG^-Us?e8rCAsUvKBupX9UFA0sR2TJn13stiW7={V)HNrUE|ciD`x<%->@G
z*aNAt16}IPu=oi8B5=k2YFNzy$UZ!pN%8`#a}DC{sr6ps2`m%L();#%hVj7MTqr9`
z9$mBRC-bl1ZU2llWdX4G`j~@(a`;k=G^O6bOEsl|fv9r?>g~0e5hU+LfuRp%UtI^-
z%<<+6T;&q{f*M$bG%&rLfk*|6)`QM1NP}G&JH<G{c$anlN;}4z_celVY-zFoGlBWG
zT;Ur72;>N~p4wnwXUF>v(wFV6$$vq=@--RJnZ<$9+xOM7F}eDM$B9<EuM3+0hlvSh
zMgU+c*M;>8fT@-PEQ1l{Ny`r4)3<7(^4sl6`iHIYrKjlI?RojxV|mr{bdp0Q^@k7V
zkJS4|%`D?IE9*G_`Z3^3h9SVr_mt7V-1jj2h&Q2Tnbv>UkaKAUhd=)qJ=D}V_xd)(
z5HAd0=sMrg@7#Avt*CR~19P3<?|fm1hb6!a!dewW`TJ7?9`R?GQocx48=Hc;H2Saj
z=b$~)=>XK))&9wt>N#hoA;7onIQ|5>`KSU~Py3wc{j-|b6JV;SyeOCS+w={7^pP&K
ze1;2d-l@em`tlmWDKU2@=$jMfqmPf5WAh_}2B+im3y#d#cYn?XM%poc{({%~0v)_%
zo5j;4!JkCj1EY7F&dA!Yx%i{B<J*Su?elEJfv|WAMP}CH=V~w|e0A;1aTA!1j-DZY
zM5Ev~{fv3nJ%9%5@E1UbZjg(W%T<>2psb9b@30jf&+SM6uA>|6E>&UTTdo0G+s!~~
zr<JpC(8U<kU?Y8bS@b@d{nCHu*`MY=w!~_WCccT8Dcn+m(Qa#{YNYX!<^r@56;Ue_
z<BZELnUAm(f9t$h<H91cI1>$iCO0yq(TX-JVT18eqHXheSy+Br;mtirM-Ny^akg_)
zb`KS6ynSa|cIpcJ^xo#2j_YWaNUb-RH4pL&;tdZ)fuwgu9+}XXCAzDE&f&>i%5CWS
zdJlH3v^RO2GM79$q>Ac3wc?RJY_G&(O8T*k)+`ym1{e|--@F{GU@@KauDDnaC;qFe
zi^<5Ysm>f_XtYJ6E{je6k-jjtZ__dglGg>dneyOS%UD_FK_4}%rXOxcZ8WZ%yw!dL
z&Lhn3jyU@GT{YwFhI~6Rz4%htZ=JRSZU>Yk5cFs4!yNa~%m=ugv^*-blT^^}>9K;s
zbB&|SaM4pQA%%L7AC4fXJSQ_M;L`7k2#z;$gLJ`rybLgBqA4{QP)KknT8c-TH73yY
zO41i}8hIUt2+;zlrnic&DhW<>G~;S2*}~%4N4(woIA5@`oZ9qdqfUZf<bn5aTH_dc
zUPC@)G=eHXLkbOeCMdOPdw}RS1-nC79OTUT(hv)-h)<QB(*fIlvqz6)B?p<rCD@%=
zCYOY<Rr*1j6!sPTCbvkAPsz-{8=v2|p4Y{D%7O;OBd|$}RnC>Le~&Wu$GBFhYX%Qy
zbh>#DnbV$+Q-5aaHoX=&8wHtX*T$dyjF#w$Hblx%Kzj}vwa3WH#i|-CUXkXO!5nX6
zds6X6iD-KBp)n*Cp+*_fD5tTty3-#Qpt^-Rd}=@6N22njrKDz^Kdl}50QG3m9tk_?
zZ`}OaTw}@HE%13T*6LCfwK`1a$e}LYzVV>QQ2Ju4OMeKwhmab^-xs@&24sCds3%x&
z?4MYpYI?g*!po$_9Ap!kYMkY=k!wR6d*+W2K}MNhOR1Kw{%)gg1|fq?*|6KI-}4Cc
zs(~Tb7behYRp(TS3lE}KVB4aGmknib60@ML!e!Q9M0%}LRBu7HVmWFLnCHG$6_5=G
zU8*nwJsd~|z_jAR*jOT%?&D=Qw}*2^>C_x%xR2DOYDGa}S&%gl@seovZ^it$<Y$N!
z;gUc8oZg6CCxW}F7VJ)?jV-rPU2aioAB*nu{-uOeSYK<VN2qsIU-^j{3DOb@^WvX%
zc+fJo+C^AdXy6NkX#$E!^CFWS%!l~8r@=*0y8Jcw-uUbMgPm_g3d83*FbPqf+I&e1
zN4<zSXeoa!@@Z+u5%G({OX)mgXc=U=Z{R9}5bR2&Yy&6_Bc#y+j)M@!`Ne13ncz5U
znK);E=6+WHfmO_*-=bAEv5!Q1U-uGaD3|cbx;@6Gc+);!I-wvgMDJ6){Q06rV96`E
z$~DG1L`w^welGC2>l(l9IJWE^%JgRuOk*x!fva5`XAJ&$;Sw;PgK4p~p^Z`fN?Bl^
zYfDY$D1SijqIV~@I?)vyJ0nLHMP+#=&3;Cb39+n|cgts2e9RrzaVpbyKiEkEjc4sN
zwbaay{mW!!0dFmlH>CRA{UjNN39D2yAu>l2i>kxXp%|$`kKOu`8B@l0P7*%1DOlMg
zQvr7~<`b*e_0gDPPRPaPfKnsKuC}7!wav)>P673-ObsjIo?4pEY93YzQoR1pG;XJ{
z@FzL%?ZJQ{RjMDg8cdH+4;E|bo&{1mnX7v7r7v99a&@UvhjaP2SzMe#^5bPdGBIGs
zPdr)yIvIMtJ-$#t&p%Q>UlfXng{*-u)+G{eqrY%h$zsGe*^x99Sl*zr1hIZOe5oGA
z0wM|$c~1%<UP;w6FaY<fpC+hC^X6^qMB-YQ;U1}AT~(3`VQeKm3QY<h2A`hjx=cqp
zm~)!3Q8~~q^uU!bxmWtvZIf3?8LKO|R&>W!a&1Pp3<V67{lLFjmIGaiDx{Ri)NuB&
z@I=%99W|H7SgJE}ta!86(CQP?RV0gT(%qf>c`H{Pa`+<p4(6wgi0m7$Mv!*OLa#s>
zLdD9Mh`#1~Y(}bqX^7>+-ZqJI#@3+TMZeSZ)J}*#rZ`wEK|FOoc%owmB1L0_IG9hL
z|5WNJ>#4~nt5S2qgMElTiKKvdm%*83&7JLR9d1t8<ckg*48sgrG5xs_TAv`8j9@H|
znX_rj15)BOfM9`>CoF<-<%7&Cy#yI|M5})H#vQii*t)ZI@oGoy%rT(5=p+osC36<`
zY*^;I-XIz(D-Kb<NT9VIDnMRXrZ#Z3c*tE+2TtXBj8dt@Nr_W*Jd-J_H`XHg8NJec
zV0K=ac>)0=ta)Rb=G&GilqTg<uMED;BgZ;eo5FaJqlp)c8l6KTHv5NmS&QvwAIm;-
zfhm?dL!7YqVTI?M(UB|Gd21Ik40;dN$$FpS=h(yV9uRo|`<KC);O?x3RbiCdU-c8N
zWP(IWzlh^8F$1##Z|s9Hy?vg3+jj|N^KAb_<6mY>(w(iZ*G%b6(37S)H6eX%ZYQ7l
zMdJ){0T-Hb#D$aBPy1&eR79zf{zQOyjj_ZIyCLL?%fOpYMwuS82s(;t;IqF|pS;2h
zrKkWiOUJRUREH!IA_udM$IRhgwfVfFLjQM;JY0jOb{ABCw%2)pWr}18H@ajg(2aWU
zxdC*<>ZiLbMa<?`mKZBOyF+kA);ma7@Bwq2$?1zcpYkpCE}H?LiHr%t`DZXwUEX#|
zuTcc-Wpg8zmJ@W^*JG%cPT)10$`HyzFd72f^f1&`ZQrz%t7H@KX)rx@8xz@uj1`Z%
z4Ls2s;b?Al1pEhe=o-`=ib~45{*S`BxQQ0EEju$kYC9pH`HJ_iR*idPhfn*RPx3rB
zVoN2BP+!uXo=9Kn_X6GF3YQjf$lvk1^2?J@N9&RdLshDLeslRnrVNT{(4bPGJ{HpC
z+q)_;AX-qiSbUQy_dJZLU&BcdaHuTsoCIz_wO#~p)a9~^M5{9$yIPzw-8$u=H2&v4
zkmo3nx6m|pJJX0dUYKe5s!T1>1Kgw|3nd%=7}q%wbefmZAlJ)7_a1SHP|i<b=i)F^
zYH9Eh{UwZ7pXo1P;|vy_f*gID81lyi2DEDfZj8M(1`fE{b`eMFncE`wiTgXBY4YSi
z=?*OV?I0Ts4TD|$GLIb-6+G4#@X;@GGG!+(am`lG7YJLQ4qDlZg8uQgDXpDu!0?+h
z=W?4sbGvt!;4`ira`LqE-arOl4rcn<zIW=Wa+Y$hm#YTGP3ez3hmFw3m649j89vF&
zlp)fi8Vo7c1&oiRvqX@2c(fr~gK*n?<wq1x0rC{yL0MPRZkNWbv%eC>Mls%hg@qh+
zQOz0eSekbW;I$b^n}HyTC8{#+f97M72CQ0qhJhe+&@QJY499O#M24ix>D81Mf=;;-
z31n?viplh%wTF);c21~)0P~;P{4_L{?C5#TV3gtgRoH0zxJL%Wb<pmD_v)d6tjOD=
zvVd(@k&o7@Ss}8UUCX0lIgIK6HJ@^|*MufZ{={;`sG%rud9#n<w1$yBrr<a6ir=NW
z5s#Q6M1XRqA~671?V2rKf4NLj5>O>c?@?>{JoQ8>7N>mzns0D|snvUxavPU6QqY*z
z>*lQu9X2tpGywJ+I4$U>qVpZ@7=GRuLa>o%iQax!F(E|ON3v)oQ?A9OB1_(FMU*@Q
zlg?qAiu!}5D+WNeKzoXue|O2Mwn-I;4C>*pH6YQnW%~ySiNrx!{QF*<{g^{>yd!ag
ziYKBk>g0yK5udIPo^oy%^Hm_N(X;~@K>c>W7HajFaeN_1^<^NO$O!^lyEfkNEGaU7
z85Gr=mP^!#UGbfx!ZkO{yCLZ9oF*@4H-$u9UyA^PR;mK5)xJ!7%K&wyBA4_)jvKC+
z&PVo|nHEA40h>`%FtR}v)Zl74TEn=vFk<XId3Q#;v&EqdG#aJ{PNW5-{AGr>X=C`}
z948esnsC3>Mnj&gj2)$L_|QoBDGQxz`+#RbKw$(5<T3m9{lHn#{+bqCtZ>)EwD#hY
zs0&=JNA;p}!HH!E%}v$ePAb00g!DJ~cQ3bJ`I&Mlda0BZx?7kwfC)j9;hzOwtE7jE
zEdX4r2G9sRAeet#wbiF@sXA?SK$(1OPH^0sF4$Y{v~gcOAUHgbr1^eSwI8nP@RX7K
zGBeSVBo)BEX&vMHFi}VTAusp*NvcTHqn3By2s8mL$Qc}uWDYrT5AXGh@5g2wmy8MD
zEVmD>c;A(|hgxfWrSvUfb4|zK5VuDxQz$V#XHw}LeOs5B3WU-a*p~W^nLKxVj!T9X
z_N+>ftxM@^4;#dmwDF(Ll{~0I_h&OFt$>&Vd-0Km9$U^kCi=4cnAK#4=vb__njL%V
zjEx+rV>0aZjc1kiL4pvPz4<Sty^}pKUJhq_xV7Xl0n7_WjKnGXv=JXwe^=bIa#7g1
za_O>kUi;0ts}fQQNtzcOUMuYsR11gH7UHzB;J5I|%B~WfYc1#HO9JKHajDYMM~9PT
zZm94CYyVqG9aT3cF}IaWbSIv7zOAqJHvp2{eA!`wc84cRy{4tRP)#2i@SbIhK?NNR
z(cTv-YIuqjq5uo7k*S0oH|iQ9)#89V`roiXivoB3o301Z^<L$E6@yXGW*dU-Py1Ul
zXH-_X*2eC@P91VRdDsCtF?(=?8j}=!dGHa|9E}3=jE2xO&DUnv${L4xykEo}g+nji
z!3?p6b2|bxo$|D?@@wlECL!&Kj#*b_aa`*MZtR7j?*WPBlCJ=!Zutnj@juGEa}J#3
zAE#!pwaJUUw3Q9heMKbFL6<7NERS&u`by{^jo>I(hRX!DV*oZLq~P*-PbM_DpP`If
zl0ag<-mRj;3v}>&N02*8R6u(aT&K%`kNnDfX^rpRe!KxG4!FvPa+qkqYz**T#+(vt
zxd>)OWnGe}9C^17P>nB8AT?FM-#DoC5GB-{`ReQ|%zDEMtS_|g7gR>Lh=;fE%$#Fz
z_?V$tYuij151*YXV?w`uD0K+Er;-{nOxu*~*qqO!tNn@#<_&B#Mw$rOQw^y$MBvq}
z#`f_3h(?a&TnS!7fi~h{D#2GD!o#&Rr5<f3NmXpj^8L&XYjwq0m~IQolgyc|Y!bpc
z{Dd8H7a!`Y0Wdv^nC1M*$(0C15Y=h^iu|71SW)Vu|HRI!IpYU`HbujrShMis$%#IS
z(S*|Z3yqP0cX-PJ*nDzkM~<s;!9><c;y&xLvx=}z4v7J2+===vb#cWG(VN2HZcG!q
zJ3DI+X%5o29q3C6Hx5cUr-Sw$*k=fueh&e@W65doYxyKFevWxqVL-)_MDhpi{W@3A
zb^UrnSQCSZ?ZG_F{R5LgQ;OT+IL|#{>P@ueedmSRv2;2(W(3Bt+WkDI1MvM2I(B+a
zl_}RtykiRn=X7gPKGmoy`hmjS{7*i2$a|jyjb?^-IFBiZe3l$}A9q2l@@$-fP-=h+
zkwZ~wIwcUs5y*HCctv7c-A<P3f~AQ(F+<Q-SQ0SYB}5s_3U~8m3LiW<qeQ~`^sh2K
zD;kB;``-DM`Ebql$I@Q9O@a=Z<uEm?Cqs{ouI9oXit~|WnS*=-MsbKT^Ch~#Qq@lf
z9PqQy0<$~s#&&*?=?Fb_ii;;y-g@!E`~cVCQ(BBnqoRIt3YUIvZ63=mv3Bz3NqGNs
zZ({{#E@N3zp$$qXN!|3~5Ipb_ZAO7==QJLfPa+l;)$KCk{Xnd|z28|-eLjq8WAZ-m
zj(F{)S-Q&!)|Wr>5rS-?Q4?$c(k>YID*%a@N>l9UUbMm<UzEWIWgw|_2^P8TJ|-K<
zCH)p^65W_?8-|sW=n!w563F!FLt>2&uqPZkF3U)+y2s<UpuItmEJWDj`8G!27YyLe
zqx9&)=AGjW&9aupGuHLqCFej^T?X?Banj&64T)hn#W6VJK5dX5dJk!Eq2rv<Ml47>
z@COg`BH4dy5c90dl$-2u%vtuj4;mU{5efGujkzpY2S0C~3K~!O%1Q9zH(fZXkS}W{
zEGaKT5M%X($@X`MHweEWRS#H8=5*l2<)peHjKv!K;`8T^N05)!hS<kh(LCRqHlpT5
zg4^c)qpU^G@7Fs;wSo5{K<C;ut*J0aA*AACd;xWue*gY5vi$`Jz`v6K;5hjS+OOSv
zeiDcGdRf}wcs}wd6^#-KP}S=iA0pqv7}`<vu6ap5rT$=Rye8xu>DqfeW>Yx!1C(iR
zjCt~<n?5a)kvdGa$J?|MnQEU>BxCcJdOmchg6PoZ@`1S3Dc{EVnT-*Gu{%gIor`qg
zNA3wBPgeUaXJDJLr~d4WbiuoTT&T-)8OgAtuef#aRGM`Qg59`Zy`Phe=%9nlc1##4
zOSPwew>)@X>5)k$1t{rl!DREBvOyHDksjxkp(OpS$(bsW$~z`n1Q9Y!7Xva3ec|za
z2w$s<Y?|)tgPJ72xF`iN5!CsX`rUTRoW}D9WJ+1#COmaD1x)2Cj_t$`gWqC_PkMD^
zS#A{r7BkeMmzSM1&$$ztIX=CIsoeTY39bhDbDDn7dV4}|6W7mVA@y&Y<)7s@7A^sp
zwnl6yf3j6P*q!*|+C}xfsmPsS0v0*xgb=eFL@KzszgzjGXg2B|3oz~-H7tOlw)stm
zEUK?N7aUiEhiPUZk3}pudgC4Er`cCcGk)M^CdO}eo9eyv0fVSztw}c_(TY|1_TFRR
zRHVY&t=frrpHUmo?4fR6p|M^T#3q69?yB^iLDMU4ECzjF69*q#^(miOsl%N%eoPZ?
z9racq!25`2wk${Z<KM8nP2NjclbyZh6i+vK8X{9<6^xa^WeB1zx>TO*hRsu2p3TBR
zztARuOV9k|j+6p0=$DCZo%|v=h9Dnt9P*lc4(dxS86xJ#sZFsL8v*&Tr{Hq?YvpBY
z*;b%6cQe8kw*Ano2;+yx<o0m*a+yaz9$HH==v;|w=kIdjP@wbntjy_FvNI3|LfR+M
z!tqjnC7B2}J(>;DHdS<GlUD8@CmuEpuV!M=xC0m>3Q59YxdWu&C$B{*v4}w^WIn|;
z%^Dfguf*1Fc`qMD-W|*d4Z`Nxc=st>Kh?m80`<50cm#!$6cvQvhSUfaTajTsb5rDd
zj(XWtaR*av>w~=8oZI{L-!MKaMOBTOajl=p**D8?&0XsCtsX>UE~*%b<+tkKipxiS
z>j*O!F{!Iz5JG6oYWQW?`!IdtuCBAujE_%d9^9`#<n9*}l)eA{wT`3fZ2>q9gC(Tc
zV)-EamTXl0Qy65e#tPUm&laVouN5U4eThvsF}t3kQM4yYGPIHL323a^us9e%erY>t
zI)GoSDAf=nVMKQ*lxd?g#@vJPsNhGVLjTLfM)zg*x^S#z!BW*ns#YHU2d(_)RaCKY
zQ()fmU5dA0xZ|Cl@4B%j&f(=8+TnT)@20>SN8mm%X)Ps{;zck}!^mLBMMtx)k?rzf
z`K8udNgvW9rXuSPiY}!+ZR4e$xIpmkaOSX!OhV-DSm-8E)Z*v_#cDB0yZmyr+IP}s
zInN)6&E18+gw5|ce|NSW1pf}@nkK`^R|b#1@18sx0!4$L+^CSjwK!tiihzWeT$Acs
zTVQ2yY3#(j9d>KhoV<%rA;}|Fcyd|_a(SZ6PYl%UDuzTcDdOdn46Wy)`5J|>W?pNK
z=Q_!ncBq98v#9KH%kEotKzmo)fEqqQqx8ctuT-*zZGeO2AwFu8w{f}d?GL?*{9Q~w
zK7sl8JR&dM5Gqy|z6i(mu^l}gI7r+23I9X!7d1Pl;i)(f9Qij7=UaP727X^y>=3Qe
zBwaTwxs8&BWWO0XJZ_Y>#@y8ePFQEyCGq1*>w8v)V?XIXP+<gR(Cu*E*JZyH&my&b
zz0X@$z=k#yzGyd&@|T=AM~F=`(RW)5NSVYTY84K==(3shr?6%^&rp@1KHf@~rEx>)
z@6*;F&SiDf%IY{f(Y1%mEBSzyS)&((C<M3n{is|*ORBR~ljs`)sqt{M7vpYWyEBmz
zWhquSBZ{Z3)2eXOaIba@7+hjfW{D#=&Qz{#HW45l@&Y7b(-lC&rK*$UygB!-`Z7j<
zYLXR7MybuQ5ZS@f3}r%6kNdlh-^EqYvm$|XJsjkh8<E&xenaiyt`cso&!&|!Lf(>Z
zX%{%0L?r~oD_3EzOTvqk>J{7t=Hw6PP9w?Bq<vTcap2xdQU-Iqr$Ch$81}68iJ^ZW
zPO9)II%}930^(m?hFS5mjn*RET`&83CXNb$q@=SFTCSTcarp4#FY0?ulvz&{y4%BU
zRK6c2UbNu@##D?lK$L(~@H`E2%*zVz4xaLTO!^cCKu4Bb&BfCBHMr%FwM7d$lP{p(
zA$4v`d8EhS{gfq}I$I1|4o=K2hjDc>%F(%|=jIZEQl*l`YP#|;F-(Zh-8cxAeSP{l
zOLjfQ=N3`ul}{Tjdb;+~K}H*rAW-f2WIQ?|>UG>A=}_NnGTaAY@O~!79O%;y8~2f;
zgpONdX}7**K2oOD`8k$9xj4$~+pn?3k!D&n5W3_I126VxihiE^0n78&jgS9__Gm61
zMsw$E?7&VP)ciC)g6-jDZjxw#*i42-SS7ej%%W>Onv8b(0C=3C?}3BFA6PtWl2m?@
ziD0X{IaQ`)l%0H-MG4_dl&nL=&&Q*ZdN!r1m<(LRurboN_sN<G$OQCrF@db5k-6B?
z`~Y8Szh@wUGNBX2a}^SS)`v`EtWT>eq5@&P9;(}k(fn!(7SPz=$Byx-GHVe*5h7ST
z8^M{{v|Lw?^$>k06;?q;XhQNuJa=e3skwbpIivXT)59COBz)dpcCb&dI37D7H&epo
zmlH?Gn89Qiow;3UEm}{^<|Ei#{JOg9j7f6Ol{Lt)ScRUGTZXtc*!(uds;E**8r85q
zVN)-q`A!fpOAnMj7wgC^y_VTcDLgeUl7pnXwg}v=@BQJ)h~{NVtP4uGCHqsw)O<~$
zjU~a`EI#{?!#j+bFR$b!t;lu<nrOmV_G4f5S9)|q#4<*FsScFd`d1Qa8qvFPetc_@
z9J;C5da}6vP-t2|0saUY7CJWpmVG>cZnT6FY{Z+$cno~{t%&At!aVMuB(|BkahymA
zFaJt`@~b&)sKIsy^Su(s0}q6N0>er8JX$meFm)43__45$)K=n)rF#`ji6%yg_Pm)J
zzqLwB({$she1eh_^2aSrRs0VQ;2uRDRLmyWjrTiZ;-L6oY?-gUXwPjnAJ!#ue_CI<
zH{O!*0NP9}^?jPRtwrF&?yQ@BvF4?$K7m;3RLVqj<kC0}Vj2Xs*nP;v=HA$m-4LD6
zgNR5Miday+L4`q6YVE}kjn)D){6>~rWs06#&Ztr9Ve)>8oub>5XSc|r>I){BcPR@m
z$CwuKkAz(;u2hNWMACkRA`!_P{xY$THscCM#?ktDl`=l>&x!^?Y4WhD5^<70EPneW
zEeb~jb&-zPhCYTr^(b2YXc01(WI4qcUkr@Le9>s_4yGIfiu0epWTFvy8=y#e*IoOP
z_hO|iHP<IFZ5Aj&MV0La&~l+Cb)QO23h(i)cx!!-(1TpE$SV-raVJO4aMR=ycX8=e
zR<0MC)Bj$p^Tt#3)LO=!XBJ7u?;lEJ1e-MvFb<MA?MC54r_=RXUbU&x3JP{}gx9)>
zE-zMVz&o}I2UF-Rbb|s9afY8ex3dl@e^jAC-}RsaTMlmI3wuo4ZfxW?ri-uPwU<tu
zKFqd?9QOz@75W`C8Q;7a)yQ{B<x#WpJHM5y?ro!BxxCqoKUqu;)P>(0D~9g*JuV)c
ztM+|%o#E6z36}mYt(?|?d=ZFy@K{MQQ3o(l1~G%VGl_e#Q<+8u6cadRY?L1_I-`(W
z%b0LWh?T(MU=LZGmqzJF`t@1H6L*0QRV^aDUIo|E1I5nb24QvB!9F?ABL(XqG{nj{
zL#xA?OiAGMU2ufE=v{5eV~H+)+4Nb_X7BT6nTES?Qj{&Ncu=kOBtP7(S2pE=3^KPU
zHxqakJEPI6EBp1l-fQZEn?sxoZA15Fxft6P<5R^s8HNPV-fkalPq(-_d>yOlv1b=o
z&~|NgE7g251b?t`n2%BY527nZo_H(Uigoef<kfH;(XR;a_Mx?ongU;XzGbAe>c_K-
zY{{w>$YTTy-nl1{{^|FN_UT!%qzjKNSq-fGGTd`^w=cDK$S)mtx+aFKpP2UcfsV8W
zljNSt$w(orOGN1KQhY`|BfpKp9yoRuxHCtXekkm}I#5C9EZeZWIk|Wh5PkIhQl^CW
zyr_y{#zEX~ZKQQOdF3NLXSzj`=7U@-r1JDYglOS^;Pv77d10P(Bx+qm$B&rMu3li}
zk>C-CB&k?8@pgtBl_&Q=wG`~hmhlUShj2MV<#o5AzJ=K3P+Nycl#+t)6%OR(L{_08
zY1Qx~l_1{jQP4yGWbob+FjA_0qk^8Wot~QjnX|FiHvJd_uRv6%9edifCt>+?aJ+Nj
zT+WCUQpGzewV`S&U2SsG-~Is5u+cSwPbGgN$M|+E2>&XF&7p!0APmAu+fD_+Jg>D0
zuG$&Sf1JuSqXDp)SQB!|Ai)MJSwqm3THKnH%jA}jh}FtopTq_a^J>$cs0zy)^DO+m
zn*x;$o)O-;P)z<-?HPP57&0>Hy5rQ1b5-gojV`4zG0XI(C8yhG8EYBIJOu4_AoqSF
zz{qoHupq^0k>%NOB&hUvKOoeZ;#J9*$(eKY02sTg_3G)z_wUf2@6vU9Qhs|sM;*UZ
zy$J>J{vPn%eIPO{GFV%sn%6*-<7UdwVHxo)DO~J(R_aLis=OL)vN+Wg4GtZ*H_!I_
z{qS=a)?CJVCHOC&`tgU04P?aDHQ~k0!MkElOcSfq<Xwn#T#;vke*H%jo<1CVE~!7p
zJa3Pl!jlDbL1_KnZP7;%ZsX1n)$IE?QSO+iw>V!;Pazao0qXL>ovux11&dqw;AhqG
zBZT3c$b;x9t;6{~6&x@IlV`1@F7Ob+s)YzPPfPCZENhNuelv3V0>9?ZR7<7RGi#Ak
z3@xodb|mpoufFDrP5-dgPVT!RalCbq?aML@Y;7eZ2n%156OvX#^f2F_Uuo9vkAnVa
z;|>(S?l4={4HaU$e{3GG&>T#I1IS@tJJz^GeiCL~Q`DhAHj3ccRCY{!q`DiNm5Gu&
z<SM|L8+n*-pwyj9PBj^`^CfV4iz9S1e{1%pwYj6ov3BcvTzM3gv#-;KtO36diYEsr
zI7vMjg%QwO%#8>+g?Mktw5di1s_03a@oy4rkllJXK>d<|YMJu5G%od*l@VWQfshRt
znGUSaCXQL~y4`<BxX|ybR)U;%>c6{Gb0;-L?0_LM^qQfk-C4(?W;h}Ov+qYzzzz1M
z()1CPJjYE4OTYd|I0XsO+V~*TO)^V|2{5wna`%On;x01YN8<OB*cjW}^i<zt1-=ZP
za-xNF4q!>+<HLNUG3_A|Az1(qH9Fyzrg>og+|l85*n<QK+p1%bY5c!vdk5f3yLDYV
z=-BC`W7}58R>xMywr$(CZQHh!j&0i~{jK$3uf0$0Q-9T8vu4eAKJ(S6@l?&XYFzhy
zd(R$EV>E?GnChZ}@>`Ex%mp5l(i@DjP%SW<3mqabt?l_Roo&Zj(A#$HlQ&lUD&oC<
ztkS*i%D8T7)SV-HWKeiPeuuOBq1vgih~L~_hVN4)zTS;&p)uU8DdNG}C3+{&eqU#h
zF*-e=TYhhY%24V$sniiw=VTf9h(`@T5j0w2qb+J)>kHB~sHF$f-Jc-tV+OEZ#-}-s
z9F+)O(VUga5ku_`BP2%~^v!{noFsO#ZdIY#*;mtZ^tAWLZ8XU;-lQWOO|$D-EVPY<
z;3v5hAF9Trfw3C$H#(h_g`|*<5@a7Nwn)U3`nI0puu&UP2AQP(%kl#}HIXqoh{vN{
z{0WaBK$yMRg!D?Qc{a{9w+$WocOYUq7qyt{NC5dSMncp-#`(#8!MYd?B#hETmMMgu
zyh7Y5eBJczdvCWJjNW@6NlUXljUBT%4oyI&nu-Fd07Z)wKfVn|miTr77bCM|<^-Dz
zWt`MLzX4s_RH+Z2_0#m7vO#~1(hmpne!|wdQtHuN#qy|&9xVzM4xOyc`(`4gTn6wE
zeP4Lh6(0w$!X9#w(lT}FPGg*nE*?d?WF#e*^6`)yK$Hz&8a9+)H%C!O!$B?fBwt?I
zV*nlNdOfs`KE|!wqi*4&Xen{Cgzo4u;E%#=d0yekr`X)|{Ikoy#$az9xHAHXWFJwM
zc1?!@Crls9ztT3=U7Pi$I+?&tc|p*tysfUYh-)C)4nl@dG&e_PEGo~$xXQR}Dq!&D
zW-YN^Sva5qfuE4oEcI9btn1g>Fq@0YwP@b5{2_~}iHGEFwKKoW4;=LP=_jy=F-Ndf
zxocaf7f9?v6f4PAd%qq=_<qThcRb;kozwUS>P&YqgabLvg{Xa9ZMIUS64|Y`?xww0
zd8kZj7B{9Wa}#rtGc0}F9=bDw#G;@AH59p-7a6m~bRqTvA>+W=0>S}aKz8<FweR|t
z5?=h`8ofI^7bCh<O=AeJM&3~ow$s&oi5EIs6={mK+5MjqVhkxYW5;ui-Q3FJT2~uD
zVBgFBJ@z=z0%UyQd<-Owp^nmbBhoz&`-YXW&QU#j$3UqH*sD27zhhJnf{5V6bnYiP
z>qU`YmTyzEu7Q4+!QE{H%KY=`=&;f;c2L0(_8(%avnH_ap3BHjd*i_VvF|TAz1>yT
z98DF2_*Ln>6%ZewJ17>`poAg(5bCKH@9F1k0${OCCf4_eH|sPPWFs)(Rjaenw{u)j
z-z&)xD9DaT-ewvb?N;|@HX`{*rsjflMdac!A&1h()sx<WZmU$#`YzBdx|2xltL8zO
zz?aC;To~z7Q7ojzmDgd=zcjcebF?pE8mw1zTQ~7QRx4A4_YxwPs6@BTYoXG@%_nPN
zG%~q|<kd7Yr#tb5_E$ZnT<Ht=j^Gf-_|U|w6mnx)OM<JM8g;;8e#f(gg^Db`7ACY?
zMLooHTQ=uAl_UA39KsEQJ)p=o3h&RK%5D&v07=9nG=f%(S;0Ezpql-fHG>+-shkz;
zC@?QUJ0$DS7L54<temTz*bFZ@0e~kvc8)Q_e6cuP;fw^uo<^U3F4(+r8hMq31F~KJ
z?5yBnHKJaVMU<SD9aa0zK~1rnYS!1CMw0rdUx{Wf`AZAZ`7~DO$J@5z(&eI&n^L71
z5EQGzh^SMUh9+n+q&A(GDz1J=i1LFJe(vTqJE8b9I<A!M0!w`K8e^DhI!Z!g59$S9
z)RC;d$><Ya%d+M(redC_|BWkM^DOL>WZ8#F3`=H8<r}kw!&IuQw|t5v4?F+W-MW!Y
zPiQQ##ITpUD{6aq>J#Ul$wKkKO99(hvjL07ExGkcOkIV|D&R8FQ{wW{<BD&}5ci(v
zmvu^<UtPy&hTF>2IA4frz!Ve9(m@*QdI-1I9BIR%B{1aZOF!*SuNsz`f9e}38HHi1
z>qr)b`5zF*%u|OPTvrdF!r!oFrUP#d2U6u#(QuA?(<GaCL@tpszqXn7(ax;6^_Z9N
zj5uL-9c^7+7<<Ec>@q0d__?MXAm|O99l6#zp=q3duwg9HtCy%mKEVJR2LiFIo<Ogh
zym*8tpYc7C1h9mrW#2(OOyJK)JowM7eiN)lmv$!RTixIt6R?FXGWc?9i9L6EmY>$(
z900)+w!fs^xv%PuB>AExv}Xnu)+|!~G)3bs=zV}fK&E-xDxm5Jz%{5YQGO==ReaHY
zm1p3BpuX^`ncY!W&m)DgI=st#*jmBj;d}jA61_y;F*O)#W!Q`OBpe*C3~~S68O#db
zd7fswq>+|IHJ}cORNB>C!LOZBSn>lCB#^piNX)2TlQ5}wG>=1*;@r^SJ6f6Sp>5tC
zwL9>{dAge|92`4~_>E2!{AHdDQ7Z`jQ(*)d^m)XwZny;#w#YFuM8-{&7Tt|vLg#t=
z-6)oh=sZb|+`~q4Nl7h@F1J08EXYGLi_>~V&$^I4=3q82U<KnZ;*rfzKYNq{9lAgs
z;}c=yTlb`RkKmrRjyb{mO<17#kZsf3(!xrb$PWOy&1CUGJzC4@B2d2(V7X9N`e1qm
zL^XV6Jz*J2CYaeCr#jA*ykk3(6r|Vo#)ttV8|#Z*<yDgSl{(ignbG0AG_G36KrhZ$
zD$ke;(W2>DX(=kS>E5P;ZVqc#QtDS5A)nnHianU7wJm1A>)oM?!zoSEtLIo-w&~$=
z(G}|b;#|@_sh%br)h-convPLnmkq__pjs);cy|I=>KxkN6m=ja^D&Dv;926X`2GRr
zsdV@e{oTu~i${3rW^gTH0rdm8A;gsTf6!O_fpq^{UqR3Cm+ayXu=|fPGd=U))!%gY
zA5~fwhJWn*oALf#{zohY<3Any|L0ta|5Rv5iK&W;ics)N$f<mW1^kB7|H0U^{*lZe
z3rX{rDC6&ZguhBO0>%ag`ZoF&y85=bYM&|xT$)c|hQ5ult*N=TozWj$|7S{urGkaA
zuBDznBrD^;qb-DtZT>Cb_<hV@YL4Gu{!Fj<OlzR~ufl*o4*oste})qLG48*3_s?Pc
zUs4D(qPi`5ap46n-1@O+`Tel&f}%>~quq?Y&Yyv4DXWRx`7AtccGAGJ#Jem3Gu&t?
zJD>k#zlPWi_dTQQJ{+c_*47WD-P{$eBe7a9c#~&hPbJk0crh1cbz}sU76TZH45JKY
zVQp)o-ISZIIE~_zuzLLdpm4N^+G#B$HU(bZy_Hny%5b$d240ghIHA8$c$QS$*>~^_
z!6x@d-Gdl2t9nlLPyjJfiE&+vdL56=M;R9C0H?D_eG44d;%lYc)OEiwQ7iocvprnB
z5!ogLPH6~U0@%qbfM=oAkN>I9{_KZOh0Ndm^k<&Q-*fpN)BZ;r{7YK#AMNpnn&LBq
z;`af+#T2+|RLpd^RBWuwpX!Fs90*oAS`A1VQ9ErjV_jYgLo<C`s^5_n|IW5xVfoCd
z_$%9jjp;Lh;;(EATxK@<f2k%EaX+W?Pca4L?+A~7iz$AWCA6LXm1aRl&+@6V_*+cD
z_^(`we~2mmsQkB1`M1jGU*d|-+z`fpi7@`1XYnbf_(Li5m%8FpOu_U!XXLNug8aWW
z*O`-}{OrmCl|~poR$kz`Yo%<y_=O-pA|ELPVfMp%s7N%vSoC^mkbE(|2#U0TOpDj;
z&)1v`*9pf9S4+2x3znbsLf0#%<?Z(wwv){aLaZt<5?>T>MZgX<2!RMl$qDhn<Y!r`
zV*o>ff}nzff&f|BB(_kM4mGs_3fYkS0|*doKFWDuKtQys=<MM^)e0j80PHz5ymPjB
zWXRZLjM)$nvXX*=C>v%k_z1;di(s#P_`RO_c(4e8LO`ub@YdXAtdhQhwvKgTdvj?0
z%ql7?tLwTr;z4F1g@gsg^LoY&`#J~HijTSr$;j)oB^`FrS-&Y`)uXk#=jY$v-tNz1
zVT4BrS<puTa2ueT<~1PAh_nad58w$1x(?jT`vLF`$O=dzee;mp`fDD+0EV9rP&J?u
zD{2UjuAvh?t~3&SE9;bi8l2H4tl%rz!iyX(z-uT*R#DX9#@TzyTPXtOl`B0sv`|a4
zFMNm97wAK9M}Hug^J55YH(DSbc%bW2_}vg8okrkmpl%Ib*d?D0b}+z;5>!B5<%oBm
zK+xRHbJRL`^z&z^oXbjP<pd^pc&5Bm3?y$}U=MHkz}ze?Xv95=*8@Ebco9p#4^3cU
zR-o<2P>7(y)+#ih^DT&ZMX-0W?f`&~J}qfzX;}e9F)_Yx;CBFg?p=~Soxf6_Tll>@
zV{$rsl)retpNlwV5q$f?2!9UV?*aHajY~rc?|bbB`uy?G*BJ?rlfwg!83y>BN89Sl
zX6E@4?cCKQs_P?Z6Wo;07Ya$4tf9(>4Jij@EWRjkr47#!&&<lI<`)0#5V8-PN6$uC
z1;J;4H;{foFQ1y27#<lJG|{ZOI!fBhjg?o4k<P9U3oUS;4-k#r%=tQm2$8H)9BAe1
zcmLj#NPRC3Pv;Pn#|w&8ew}(~kn2|hcQpi21loK4+mBxWU7B+5jx8Vad!8}xo)(7{
zg{3E!`%WHm_nmpX7FJ3dosd<s_kCLC*^zxIz*m|1-=;JxK(7z^@vNj8KgLXSd6Zp?
zaJ7_!p+dyKgGFAq5F<LE9=!RWw@|BQaq!-PQ{U*bC@=w;1ah`IEig|hPtUGjc-|+p
zC7>O;*U62_R6Pr`l;z&ox6r|95wAzxbz)?B;2}Y-L4vgQC;}9`J4qJ`;EN_L-GTl6
z;YFYuIN?L-;17cY06nluS*20^26O^)HL4b)W-E6unu?N0rBQ)=x~uG7zkYpDg5KVI
zW`Ffu3WWeY!Gedpe%SZu26D}jRwnpx0Qol9InZedLplcr3F?+4<g-VRc0%w=(nJBZ
z4J2^`!TsqMLaNR@3PJEziu3+Oo+Fi-Z4dt)VBYb)bitOH%G{$J0Psd+ECSBTVsmyT
zLtTcB731?a1;;NpU{Vj7y;)=Mgq&vb-x(aD-CnX0z8(Q%0AZX9f15>#o>|*2ou?2?
z#5z<kU53fRsCo<vWAX)zEs9yJ_C~SnAGt!lSr|#63<lD_S(=q!F}p>i!OpNN`<1}s
zc-(3f8+Yg6@h)NEsaf#&)7wHSTwVc*2rE7l)^uI^7y#?8S3TW;5jL@8H(FK21rlS;
zwvn`A@-eF;1CF_dO5+3-UgNyJ?<^3^G4-Mbk(6P{ZcOqJoDT@g;raLgrlQqPHmJe8
zf7e%Ta=+1j!8s);As!G*Rus?|@mWyR`~?azVm}Nn9&}D5SoHd6j~lk}v97~`*+R*i
zS0@f+*>`l09JG{+Xs?g{x%l?evvLj#F?!*XUD%*&@JkVzM~bqgtLp$8*HiR3w5z}<
zAZXd6@HC>byXYz`_TlK|P?hRl>kYqxKTWS%0A|9!)PMQ5V#`e0K{x1A8zZ0vPa3Sn
z0#SYTEnoB(nXQ5&b`A;*H+ivJ`mfG~i953=4bR|m9lp@THrt7tynT(J(Xpw>Yz(xJ
zw;oNB<uVLss2QS4dgCPShApuBsb8IHA}G)uH*1z<hWA2!xtwvD;{y#~=kD6tmuWzv
zqhk;s2L}*&7w4|t6>;U;C|n^BWvT7Zc&EiTFah?Z(s6bIH${kh>%EUe+w<I%Y~;r%
zXkgFop`=sC4laXa!##JpjofwgtP!+hWP)W<qP+Wov_IpQw)$3-R44D}1CBeO*A0zX
ze;OJEsZu}T-7c6#Womtqp+_6e@WqpQwrUYc4=b$Zl`+_9_I1jLTw=hno#~E^A0mQi
z3+ox}ag^E<o8Miw3ssArc;hkpx<6o2nUs)K2WSxnT;)$zv-bG7-p-xp;-C=vw0#YG
z3_Ha|O2qZnApxV|O5&{8)S@|IO2Z@BI-GzOs-cVOv#RcuI)cfVM1$CI5~n&xVnMQT
zJh$oY6h8)}Vk*U9KbjDBM-gmIhl!U<6BG54A|&oX$cav5Pbz@fP)<HCY0iku&th}s
zjVr&kx<j#JTElvtr#n(<(S3(kG1Gxh8xe4keXVL>=_jcHHvGiOAV5g`Xe(geq|jb|
zsi(Ega(0UIV-0hd5YAa#>a@Z>u$QH6Yifu#Pbm$=0g!i3(5wKJepFQd<YVl-jTqzU
zXZd0pk@8uny;V$5)Ys#N+6F?R83m?Y;{gm4K2O{unWfyHjm4+=UO>M_P>=3duyH*#
z!R>6u){m4muTisuL0M{26WZWi1e7qVEcp|)Svzq$ewkD>FGY$YC}!P6w@G%pGTEWv
zrH&qy;rI|&$u!x&I8>%%8DMDyWm@h!AAbmtRJ|ftOLGbC1(KBIm!2b+B0TR2#28#~
zfLO)pY;iU*S4lJI7ix<ZMVXHRZDya7MaTqKBOM3a6|&xkdS}CQzB9~b04w?%acQEn
z&o95Ca2@dD=O>JrKVoApU|mQmUw47^*%IZ43l3|JwpEz=>wTKh@3c$uQfUf#Mr^{q
zgjjA+GjW>GG0r4QRtxHw?lqX|yB#!JnlhIXOC$CqXNq+cvpXKrzSZtl6|aM8LP=Q&
z#CFhu8#zvgqRgO$$>j?ty6<FRra4;HkZH&FeXkp`JS`|1uWsv;EoyyJoozRNxUqp#
zu*U@<doVj4#$<BTxjk@X>)uT$E^H5`4hIyZNMZdVbo3Swj(37XW9rI;N~rVwELL=7
zQFQ=kkcRXfdNZvtW7i$N@XL8H6{J&H?ZSlX#yopUZ-Blt`^IZFne%usl3W-8(WZXp
zc446uIQ1n8%2P}y)rMcI(vfi%K>L7WPXfnG8||4cd$2K!G;w1@t;EA}ubLq#xzvha
z!c5>1jkaL;v%_fG`w!ZYh?zk}siSq_c;CLxtpjP*-40Cj$C|?TGBY8s()Hl_4}K>V
zvz}Abw}e3{S1l|&uWZqWGy(l9Htndor>Qx4%>a{@NjmGLK3wmPmZUk>ohMm@c1tSy
zlYI4`yWpmFKy0bc_|h3O;qI2)t*ID=Orv}-Jf<h1`#R{hXs~tEaEjBbnqh_J*6()c
zEp^Rx@bSiONF%ax?Kd;#ffUUh9UB$|EvVWE*bc4$>P@%mF{Nh-NGp4j$$=-r#|-nr
z2l)MiwLA8Ttx{yH&xT+JB{%nT#&K=jsG5GTe#*kWKlfy)MsKM*m<19ihOaURt2k$)
zTuA!gXIfj47QWfV3?i_S*k^|ukP=y+#L}J3gdgtVZcAt+9l{<ow`kY%AC|wC7xJ$T
z7c5eicjmu+ca=Zj?VBD)0<%(N@M`o`F!C;r_c(iN64bl#t+dYDM9As>5kI-6jrq7v
z<Y@6x6rL}m{RPP;Ena~*S_#eWD-&6zPdu?KW1q#igz3RjJMB;O!(GqVncRmZnR6F!
z(&z8Kyn%$PKt(LvL7t*}MOqRm4hilo;Q%S6$by6JdIAnBDhmxOE4uqfv(DFry29eZ
z*wPnsA_K_M3l2UdQ(%z$f(@x{1Du#S8qT4Jn!1^a!d#UTaVHJ8ZE4CSMH)vgM~ile
z;no%L;rnb4P0dZ4j*d;k)`eL-3rq1`7QPw+sQf}>>=}YUL^3q|2Gn$m_ybLxj_7pe
z=)`NIZVKmYmgAQm&xc^+MT}>+@xUd!bg4HudoL~%7tRYFkJ|`r()^_i(5-`O&&~}e
zY7BeX=2EA$^vx7y2AI<)bd|g!OetPBR!G`&Scbz6BrMf3Xuy-z#3KHwN^5UpYqGy4
zbKYpsdC*nv<Y5_Dj;Da`2DOgrNH<jYT}GC7;wYo`_yT1Dy5+F<AG0ZD+%j{W5*M-I
zK?#oJsuroUZt>0lt2I(TM(4==<7Hw1h?mgU0xI@U8EWP@ZA^(Ps+gT1PZMvtGjj%g
z4hzCpZ)kTA7wpn~fTKM)9IK1~AA?OQo2fh4Okt~y6&^xNoh<X_Lv`rQIj(OWQ5R7*
z+@Ey%E2KJ57a`uhg!|N)ixh{u?~9f<aB;nqkgz*zCZ|n|@E@trrc2QP##;S+R^=_|
zCP`jRu`$4B&Ofy@1jCEpBaZO71I1g7YizzXF1HDzS?8mqF2R6RLAz!ijEnU1l&%`s
z1i5qlQk|%J58>cs!euO)*5&5h0<%E`?*wzu!>h_Xa(?X_H`S0MEF{zA_Zm0sdZV^M
z<U$~vb%d`fu^~yzX8DbIM~)pwy4(a1JSKA2R0!vFth^*_27shC!!Sm{!<kfHq~mJq
z5UZZc)xHDTU2&?Y-&9`L5M>WyEOtOn0(gc&^{qF~@Q3KmRdUqaOu%eCVanw8O}vYU
z1IGEclKw^5;NcL{CStL@^IC26P(kalUBqIX!e8gLH_JoZpNgd1J4uswAVqr_GZ)1^
z%qGST<TLiP<Cd<VFwcyXoJ*>XW-MXXY%58+QE)bTM2&9%Wb>>i>${T5yW-__zMQC#
z@*W1Hd`XzH7U&*l1}+N4(3E?KQm{@*j16;)8Z<>*G#XaluV5?BeW@R)7A|Jt?)kn;
z-7(~vE2To|N1Y%9-}Y2i{=#H}OE>t&t|NPV9maPZD?%CrQB=wGgiNLZ-HsYOb^K$T
z`g;wp9|EUIf1?p9Zc-^ZG+!x%gdW*qN_zeLQL8j;=Yc2a$_JwR?rIefLyt_av5m0u
zq~MAN*<ES9@OC(}cmzd~y<09;CAyLpF<k=<ZSVW025k33sfZnuRO-z7v*AEh`AV2E
z=6>EX`xb<mh7mv1*CtYBggVUZ#Fu?Bhjn(W#na`IZ_O@{b8nE_1{$M<G;H{IS`j}j
zj6M=Kqo%~73M%76a)f^*6Io}}RTz(@SGL{bkOM(SI42PHDI35iP}iKdqThvpUV>~9
zYl?a#&#RMZK)s-nRbFEu-!>vYA5}wdg=8eK5Jh63g}H+gz-YvI7L9_mFB0js!NrZt
zhI)AfrHc_W;SVd_VeC$YlHGvMF@}!%QQ@zv19UKFR$_Tf)2_)bVPAh&l6MbD;^c|{
zQUiFIqX>;0r0G8K?2>lkOrqmqmAM%8JY->1zJzz6Z_mDMIz~@5dy^N;uO2|d;O@Q$
z##m5t9-9hKElv1qQCT%cGTrS}dXZ<pEX7uQV<G$FMs;Pd1J?U=|Lfr|7)7Z{NV@<}
zHlpVwB7%-*-+29x6MB#Fc=$9v)aF>1eQ-lL-w}<pIbj{MizmUPlp-5TyEGwEedO^p
zc#KMFvM3j+I!+j^8}u%^4#qWf5cRjQJiAttb|KdX)&1E7M=B;&Xq4GOHke?f<Ks;9
z=kqo<^_j=9P~UuegwDkKsRBKRqtFGvdDQmu%&kdMJSSTxaw*$q=cU-<I5KIq21bQ+
z{f+%bnr-gM{*&vk3Zy>@c^gem-5K^UqdN><*Dd!3MPrphECt$y1d{`n)9MXGrE%ow
z*9-LnGc{aPis@BGq%7AzpSzE3o5@g&TUc4-{Txq7B+}BN&r-eEV)~OJ4YszKdO?J&
zRsmv)K+=<Z1Yyp+iQ(4`m7zR#S%Vs5(|m0Cojmnb-WG1yy>l1*7BM2@p6NMmE&}UC
z+x;NaHO-8tS!^#ba!|^?J}V<0DU$9eDti(UQ#istZ*i+Ap}B2xwwUL~Yqr8KC!yc7
z5pWBpY1Amt0EzDD3|K@nLKghUwSbdjb{g^ybP>BPJ{OfZ$ii)Xarn42urH8gLypo>
z@QrWUO7pxg^qb#_%w6?CY`Ax{I>2H;To8>&4_?M8sBdw3DNIC*kX6M^eYLsiy~^Zi
zhK+v#ffQY8iKN!GjFAb;X#lv5QX(~vvpAvGQ2nTAx_lbymBpy&cd$mw9(+_se?zM`
z=Uq_3BgW&)hRsf;vR4}cP$(wDNtW&>ZU}vyn_G_B0#HGNxKZMCbwLiU79_*Yqx`f9
zI2aFn=nt!;4#4hGJJ|JxI=~-UtNMzK(6L^P`n-KN;d5YUjgTnZU<3v6VpZE{!_XK5
zQd}eN(`_xoS&xRHc_V-5D`F2Jdx4O`BMiOJEict$_85m#8K`tk{e{_O`NeR97y#+s
z-f^GP*aHClL4`=chp!x;#U@weRnrzd$rO`DD8H;32NKs9UY3qu46D&$2nYg#yy)zK
z^ZU@+xTbmvoh%?JXaxyO8{IT2MvtI9!pEb9PuV~x8c}ljtYcSbDsP@EK2|1WDb><O
z-+{~YsEn3sf)$7fYJPuH)dhBx^|^RU@iBjq5LaF%(Ws)BcQeEI;vR^nq6AD{CS;E>
z(rK#_)(~_Zs7dd)BRNRTU(jJGWpS#Wq03oHLQQe}keM56t+TG(xZbnTT(KlzD@0tP
zG9g4C*~+f*?MDsLU9zkkanHHrHnhspC44Ec*Ujf?r79?KE2guCU1ZJQ_81XAm$=Q^
z`YQ=Y1n3PN(=aE&rb#t}AY5mY$R(-MN<rDL3#B@CeAtTJSToT(CF;VQ-7kyI2m<Fu
zBL^2&u1d~o6fcXD-KQ~J2pXr<XJa+S6S2gvr#s{<zn-EVwUjC6G*yb@bRgs%UfZxV
z8Q6`1R)IVzx?wJ(SE;$?sWPRJd9vKcNZMZ&HSEm0hdx+?Al_qQWLhRx&ztYb7dI56
z*Gl?`8sW@(_bPH5xj^sXxFQG4{;W-fG&yw7>t~^a8ak}Qz?BU>OQnV%d+p;;FyPoW
zyLoRAFA|5hCo)Z;#n^h5KZd9<3S;jb_wyU|T_R!k-A`+B-9`4AO^$d0-4+lJWWZN-
zJBADHjK^$4j={gvCE;Vg2_LV%Zc7F)69YHaT{K~T5QAKKfcjB_mzP9YHt!N+@qWHZ
zu7`XO2R}P_>!8jP6u)85yy)~gPLc&LyChFcXv_KQ@PJKzcrsxAe%g01l%Bf4q`w$1
z^`3Xq-(>~;I+8h3T$-<b(<q|;c1iHeZGr_wsz5xQM!^NKX53*$jSW&I9t0?SnNPIz
zjs2kb4MhE!;LfE_6{FEUV(gBp4_wsBK0!VP3pi;vq~4WGzBus7ViM8hJ`3XJXpUqb
z<Wj}V*YBQB-*7H-e(6?rM&C=*%8m~4`X>F{Rsz_!E$}Jm0_w<F)p34P(ntz&SE>kZ
zDo*aeqM=`a)D6^ca+lHm>pn~`31#Tbpkj_`i~pG<N&t{S*p%9MTlY|1S6RLr@VnHy
zgWh;u9FB$4f;<<6ITAGhDQV!gic&}NhO7+MTE|O;HEOsvnW_RB1Yv>mO*?@^gUI<V
z!?4uQ!F38lnQ;rv_=7=1e0zTvC*N0^F?$JAw;?LwvE!7ANWfcFPnQRetarpmNP+tJ
zw{K4#Y7bXxh19>kde<h9an6RP$}XO66t|;uY^wMR!RoP9>CRkjoR=l8ZGC3f?gi+m
zLooHVzkI*L9uyA^<iGuHuhGOQ_lZz+$he+0h#(|lryVVCF>e<(4}q>}Lz(U96~%*Y
zE?^FqcoAA14oF=>8TJCXBTrHxQJ`=fc~EB}(4mY)Wy03>D%u_xHGk*K%=&!RnWh_F
z>kf_~#g4@}?a`7mz_0HwX-1*U^$iK6ue3IWIUm$hee#oXnHDRsj$7q$g1(dwM(9vh
zLZ?0}1<l@M#C2_-TmX51ts72>6FYsO;9tPG8I00E5T0M-K*EJ4Es@?P`svKMt+oDE
za@E@Kv$Al%K;5yVQrg=Okz4CIq~^k1OA<Xob2gH>9jl*Wy9sCAn1vtupmDL1t*Gvd
zB_4iDZ%rDu(aezld68+sG5sMl6;+jT40|Mn-ElH@nbHW8mdgUS92RugP9^=0LkzQ1
z#!W3CB#TX1SbMSa<<z0miR;Gah$wZ};7gL3gYX`E{ti`W!Mdpt|Ax<8%p&Z~uC9M<
z3GGkW0r@qAY+AOnd29AuKNIKkOa0p~YIv^Z^`j9|{ym|F61EJW58NFGsShrI#;dB%
zFFR{I(=LaN-Z<5EZkRdvGmj5IOxS59+oZN45^9(d9brya=K3i1O6x8v6Ux4AA<Izs
zsxt6JZ!@$ZOC*~TfTu`1iW}|gGb~zW_rqnS#iQaPkxfneNiLt<mg?QKxo}%AXUu)~
zp~~(9F(RzPn)8so0>^`2-gZDiU^ePV#FHArVX2xkHVK0kBI__y%VZ>!{MxQDp&|Ut
zxLyJY72s_(+R*w_KV@PquvK;8ceMIw3hG&H_DJW)pCYqHv=1b`!Yuq!1m_W^N7G+2
z;8seeVqFwZ^WZ6lR)o&M_thV-_)2tMiA{n_8Ofa7-MIESf6&$*A!OZ$!(oLM8EiHf
zb8Fh1V3;JA_E$nZ>KGRxoLxx!FkU0TU5H^NHGY@X{Z6L5*4kW1s(;+Tae7XhTwIBq
zaPd_IqpDDDZ#9Osxgl^RS*cx2q{cwbR@Hgdw$q1h$Rj7nKA!O@6mys}+Lyx6v<6GN
zfQ3ci7H4v)CD-{feqp%C?ArizphU?<0~WIBucAD3yKmyBAGcdoL14!;YvJF$-6=Zx
z7Z_~KGg&H#2)bSCR-^nwB3ql{ogjzSa}1?cr9&8K9r;xDiO;E&*!+9fnho=2GQk<n
zmY!zF*%W(4G|uveY2@uxxv}eK!!6BcwzYA~*MCkgjk}(pf$0)+JcV_EOGXor8ZI<8
zq4*zXI^2)>Ikz4u^E5&e-DG%f#8RwDagk&gPEi?g+p=P^J;^RiCM#gGj`p>v)5P6H
zwYaXr>m893G@DN?$+x#q-IDDh9XLPI@ANp`&6Jq7q$QjW>PI}3iaQc2z0I{)J+PC$
z43k)2tc7jRWqkEaz?Z-jg~Zff*~#;Rjh{yuAhR3-Q;W-cKUMBtX)ZH|C!y}Fu<fG_
zNbIY)<?4M|j*a{QjZ8r-Jf_yx>gC>RTC3Njz5&C6fxQ{s_0xO2osVigulYDKg^TnY
znbF{cjos7a2dV(|4N!T1H~a<LNc*Km!Sy`|I=n1oH-qG+_0N@A7?>UYleRcCX_G2v
zl~fhXU-Unyw)q7s&OLa4ZOr9zCa*M7&Gw5_B-wQ!d9hZi(kyv@S0}TBOBk(}5bULN
zB~5xoo39`8qo^?C!mSmVbKBSxx1ID|{h-qwB8<+umQEF_6AINNbIuE~tXo+SWnq2l
zVPh?Xn?UGD-of7HFh(YPE2dLEU9g|y|5gzR8Jr=I?BGE;l-(l(GD2_Ap6sEY!zQoV
zH<(FN?;@QK;%WtN2_;!oMNZJ$kK1Z~pJdAR<8hoS9B^8RrYzKl$Vnbe3>QPGsJ-?;
zVP(-inhfII*}a&ZGWpUVM52`HJed`g6QO{zbr;mO05D@`Ph9dz7E85%p)cjw7-|Ah
z#g*aQhc2vt(Wc|^K}gEtj4;%_^+k{WmT(L2o~C@doRI9zn$R{TAN`$5_^iQ$RHCgr
zmnXe-?q2_{AeQ8sZ8*~kG=|WD&}!~B#CeYe)Sh^Qe4nz!2~JH;q6P_r!KR!u+s25q
zc+Gocv*MnTDF2LH^5{xIR%U`&RKbB5rR5h<Qk1&X&>6Xz0Q?z6-VC{Avqx$8WrAmN
z$Kdra&h><t&-Am7J<5k77I96!a>$;k-?MWFY@;MqydI3M3ZaDLu>n!^YxO!oz>0^A
z5qt%Pdp^<@tvbomi?n8vC6)D1`^q_G>ITi(jHyDZ#lA<;Lnp6(5x(NL+NuwxyPsmi
zMqnYg_q~!flVYtiW+P3JzM;$r;<vW~(4g=BX92uF6d2E!y<!{{QQ97ln={E=59c7&
z28<!WD!R$G5^`f;+k&r~$%kPKOIlx9AtDm|C5K76C4AKb%xg5u&+ok89__ta!ryJr
zxgd51zsAT?%GtCq^3nT{=eNDCA~mp{>^^fi)NHfsnHf!DgmR=5=HY+zLS1t23ch=G
z;{?3pYyqA^f@IT*u)vRiTxv3Ua8&<Ki}HV38?vy_{$o}CPwPKAMi$1u*6RPV++=2E
zrvJP8dqw&`(2qY>ssCK<{(nP1eh5kN$qM|3Ij5|?q5bdm`~PG?AX%CI?K1c`_#vUK
zD{E=4ZSi;IZ=~as)A$?d`0oat|DT;EKS%!8>wj^b{B+v<!zuF*56;i6-=F{T-TX8L
z{lm)hcZC-B(^vBkPt8AlHUIG4WM%tn-#@KB|GMtqckti0{?~i@e>%(W^Zx&Krr+cI
z{r)e8n}5vifA61vz(D_?LjJeT`M2rjCoAzcCqn;uMJfhbx=+*1PtNHR{`e2mO{!0P
z<WEq9js6oF`3n@GXQ74sCn&=7Zz4ny_j3~e1Vuh)_tTv7U#^?<|J8N#_YZ%AB20gH
zV?zD|6#1j_=g|Lj-DLXR8Gm6QpP<Mmt@4k;Z&2hnT=Ul+zd@0IAt?X5>t?IIw4OvG
zbr5@aEAsjIIpg`cBF|QMYb*0PY<R2v&iQ&1i$!=V?8U>H?POnaGaZ8CL}hSsP{~p<
z#bT`@wX?%{5xJPGK9i7)Etp(ZoNqf60mWA+93BKc!{g(!W39r&E{e$_$U3`tYr1L>
zw-HtZQnLPZFJfw3Fjt7LD7ZL0P)4v(04ab=O8{kUZEfIj0M=l_QY2CN@laku{0gB7
z85vvLhVLpsw0Ey?!-WM5Lo?Vscg|a&b@o<uz`t7E_+Bk3N&vk9P$+P_fb^ig1W}Nk
z43T<(Ot~q{0l0zu0#4^*$v!nPfuaW<@*VTKpWspT^7s9^X}g^X*frL@j(Iz|ke1Aq
z4sQ>d1dxX1ZIC6!log0Jb%lcf+=Xzc2WI2&-UjNG2ACj8d{3Q8XJrlGbvkaQG5%q_
zX}iA7kdlcTAqksFamuBisWk#SK|NvcX}^imRj8m3QSAA0q@%xm9cgYjRfxK&b=5qx
z+C6rcsqChc{0e+SW={vW%nq#Xg`F7-3m}Kvg}HlbWV-!i{PJ~d8se6QMLnJOKH=jC
z5V#A%$aq`N0?N+e-S4UIo#gvR^Q5QzhwcM$L_|Zz$Be_{V#&u5@K8URk!iPI*T}u`
z?AYFH1JMw+_fw`zbakT@Kvm7F>-y^a6}O%RPoXDB(0*o0_M2T#-)i^z!dETWIvy=W
zJF6#XR<C_en$aJh7Mz41EP0QeM4uL%M{k~qs~;)3A7&~kAG3QOirgPcMr2BAYJy)|
zCxISWCIPsD2l}uthnWDJySVjqO}D>123qkLe4r?NWsfR9_z-*QtXKegPxXHX+xJBN
zSn(@r-y>0=t+AoEesBHGJ0Xh;m(@%^)ISEPrLFTa4E0f>3gc><6-zaQ{kYu!fgdbI
zlrTB+QJC{l_+t%H&p`KM*$iO9Gt}#T|0DnT!#LIR%u7XFR*qlQ_w(<s;R8tV-OL5W
zUP>5u(^Gjy*6L9&>4WYOOzg*4H}K~8&`3X&mfnuRli9$e!><0$<y$A+3k~jqXX|TZ
zg->wk*CF7n!JfXJ9>~Yn*T@IY2<T5c&b;<y-zRRu?0p>_%lBc*58G`V&vEtiG%l4B
zP0Fk0n-A2F&~R@axGc1uksMz%&memj#Q<?E$@M8ezn_|L6uZ(zy2iOK*4jMb{EeP2
zeax2mSElBqa<fPqFEo?>Uk4jGRa)MnvCY(u&*e9r0kdh?%q{VLfhw@Gym`RaYLnRv
z6f1^3^tZi!i=##f-G9%7Kvw9*siYN<J3E!MLV>FT+_mrrOhS5y(0m=6LEo<aE}hyn
zbrK>eSsW9AeO?SE6c`BFTAAhg0Dfq@vqknKVf892DH5x}5uR>=F}|Lixz?nCuom4;
zN58H<416{`gVlG^zMruKWb{ki(x>pYe<lq>sVqggjXJ=hyboj;aLX^dGI^EDTh@Np
z+CY0TvB=f^)sd9ak1X}J20c05;uoM}_-OGEm+TnhX|f?b_9F3<D)BE&#qw9#QpOTf
z0hJ(=2b~IXD&hCXq+k#>aq6%9APj5Og!M2s?cqfCF>?^YG{Lm~xoS)2!ZX}%NCERC
zTT9bs{G`+Eh}RjB!{?J}ee$Mrlu7=Q$BU3E9`dS{ed@05%*xi{FA~K%4%$dsV^8R?
zL-O7)(3*7Ibu|rhNMcFrb~quH4%-O_6*l93inhFIBzurk!EJd(tLHfU#{K<27hWHM
zBU=Ebq%IT6Qk&x|hv1*DM*M8?-{pqtY7oE*tzF2RBsrlaJA9_nB=KM_S{3pjYcj7y
zFmi4yoxy817B(OI36iFX-j`g;o0Kutz`w7@3P@drB3kmfUHX5qZ(1|(DA3eHlH&hT
zce~K(ovQOb%=^txAZ(<ZEEJbrO3mWsP)|{R_oOvCTasvCoUiBGCcPO7NGR*Vd@3+|
zmZlL`%yHXUK4_#YO?XBPMgr<#`H}ZcyS=(j3_kQ_+jnx_2YD;u{r<qDLT9W}Y4jw-
zmLwrdMKzE4=?KZZFN)vpU6^-&NW@E%Q$pMbe8k*Qbkw}XNMX6k^6+(9Dy_+rte^4D
zg!xzUL{Dk3PC^YL-9%MxAoPqXP5k(xDGuEN1n8v(Bibu|hK`g~VZ!!f(gbMHeO}es
zOvnO!W8RK|KW4Pxz2TH;dZ(jL*9w9?8ptV$j!^rCL#nhOvKfyFR|j|nCETzrkJZ^?
z@ubR4L%!~4rF{#dKB9q#3S0Sc2W?@)7kzxP(ZQ49M$aX&_?L@|N64qrSGKc49`vQw
zTyaJgwFNuS?(nXl8D*`nQ%!;07CKm~16wBv$`bU4_pn5)tj_Ga|KtlfVC{#4%(5IQ
zqXCTtfm8V*yZrds%hqa8GZ-i}P&bx;%C=6gOsM{D59SUN#JLXnY349)%ia83ci(7*
zD*wpRcg4FxLPbvWr^}6|G-Ox-ieNKv2>Ka`a_fpJjiSc$p?54jwVkV1ZOoz6?`xaK
z@xC+<r&CBMKz42^QAn%E+0<=oOKjjLhL_o$_byJB&rit`UBof%hQ|0>6HjcdK_Mr?
zowj+x_M%M#!6BfiKbXyvQR(Z3zCdd+8QcaNE-?n)cS@KcjSn%vu^<(NjZRJHNq+&E
z!X=F+L^F}zmL*8hPM2()v>)tWl&!d0Q7Pz<l*uLPM?X>I?UZrQ8X{^@{zeB-;$%QG
zXd9|QtdgKR381;~h{{1Jv__>{2TpR$^&QlO?Gd_NOK5sdb|Lwzl<fWF{ml-u6}?^t
zu%|&{_@<F8g=!ure6?U}#4f?ns4JVX@C<1ZB;|$WGPFFm&Qu%~As^vnb8*L%fDwjf
z!L|u~8A$R1Y2Np*y#=i^7SSue0y_eElaNx&&fK*OctxxW9Aurr-_td=)v?xUX~7gT
zG#^nke<0ymulKIs(aV=~?agdPvP6^b94WPNQ;oGQ-y)<H#7S5Thqpd!xN)@B2et7{
zwr`b@T@}hDgdnC07j!D(@FDZyVa|S6S=YVnTcah8xX0oEJ5LO62clZ4Eto_lJwyGj
zWxrB+Yi~p#Ge&;qh=X5=ulWP(QC(8`$VE+Vj{!8o`f^hlyyj^(9)0Anb>5kzC?$B#
zl+Ljw@z|Xt`3DVrLCgNQR1N4|GRLe!TAm<_6LcJArlzPQT$)IB0^2@a1o1@BE~Njo
z>;-^_)zXhqnuhNoDqnbg{5H!4EH{E}eDFFJ<1pha@W3n@&yk?7%cpl_4JK&IiUrh)
z0uoK3s$hh7ViCbj$T-3pgSt07^wh29NwZyd&fsr^(e@>6T<@-HIPK*YBkRW1Mz{M2
zUOU!Y6IKWckQ@*;)85H~)cQwtJ5|gqTWQzCg0%A2UmwI%vp^#fdgWhRhgo!|Y0y=e
zJBUwHkH6-yBOu3rW1f-I$Pne6A>DO8m2(ZC#}*PIFU^5zSwOg$@#^l3lWRpnurA=(
z@W{(WRh20qP%xS3<YsOilpb`4Mx{%=w!=c4+Ap9uxXeZ=H1F&7c`H&IjYdKAfQV2e
zYoD~fAYl#^`<O0F-$T$3<MfXShPZ?DHc%uF6BXccnOIyUD=NVP?d?k2>kvs--ECrn
zNm%|y{WY9_3l`344_YH{Er#v}8PhWT%udD;&w^n;l1PI#-*U0FH%Vu&tgSj}n!dGG
z9DO|ZiKncu#LJ3Z^&y-duhW<^3H*h>-x26m%qGB)L@KZ|cg=h_MDP1xj*6UmN_1VY
zIfp$@em25Uepc9YutHLGgO<=v8~#I?@YlY_pPS^GHIK-dgb5LTh+GtK+t}4(Ec}Bk
zZ5x|qO{bBhhDd{G?!bEsfhw@2>%Cm@!B)pKTCQzSNh9btT)f*jv3$zARQfr7*r>Vf
zyzZDKTGizZ+}CEqtjrER;Iq(&dr3Ehz?_)dt5YP`j`*Rav!|PlHTy?M-!weyEp~ti
zS-QahxZ_BT-IYm2wL=7}r8Q9q!P~e4u7Ee<nroaoXe+05lPYiKu^0UkXA}4|%q4hS
zZ)0Qf8@SsrO-^gfexhy*+rI}mEtnIyGmw7w@DECu1YuS%xL#^(HU1zr0zvL!&7HbF
zwS{)OVXaFceR(=P9A4o*!(<RL^}0n!G{=<T{ZjLY0G6GIZn9!pl@zqY>ipBbk@NXc
z|8S(>gcy3QwN@qS8dsoY)n2w13J*^cG<mp%*5S3_%%~~vIqtHKvd()#mFS5w&`t|7
zb`Q!f3KZe>Jy#ZJveM{P1!RY|Ma-b(`g%cJn~8M1e_PDQq$LeJt#O0N3Gzk-EQD)V
zARVLpNwgiAGD9B_|J%lKMglH_0BMLp<hot8B9rB7HG25KCbphut!+FG!m!3p-X^-0
z-z%a&`f_^UFlzMO+q1A=67G6aIez}l6kH(#+s}>7cwV6ODUy`3=a*WR`nQB}e-cV}
znI}FCA*B)riH;@cm883&QUxDUw0gIIXcdef6W?niq{=XBV$$wkyUoqoPB&!41tSJ!
zSS4?d!V^%S3z&KkQFWOo&uzlo0~RoSEfS0E^?)bZ_dQ<96p2lpANaT5wtpErP(@g&
zWCGaPwBElDdQ0Yz2t7&k<SKww4y`4rPR(y~*uo1i*H`C^rf%Jtz*)CRvz-$g)kt-P
zzN>j(00c~*KlXQzK%$S_m!+dnVbUpTsh1>KKPMXYM1e$DMQ8RSv}h3aHhUY}W}#NC
zDg{9Y#*<v6E1)M1iqdMn-AjwMP0m6KD3`aPM+fweDo>kmKRtRJ7+bpaPDOIt604$s
zdg_71^ASQW%H^d(Fop5h8{rILM<bm%8)OU_sJHo|(A1Oq3Gg;o(dC{9VQ>>q3TBoj
z!XP`(qBF1hW9dOGL?~sX4VeX~3S#XOZ70Yy>k0hiya;h|o{}X;rTl>fLwa6jFP;H3
zrmMb-jL5-RI=$BVB{|OUx=iI&*TloMvD0)53Kt_7Mx)<nvxR+s(D}+D-W~U0zEbCx
zEhhf7M-Cc8`gBdpx>mo)j`@ye&1U`^v^UfZl+cx}`04FOv`BdBwr`=M+=0T<wT(+;
zb~6)vB12}6u=R(&u@-OGgDYc(L(z2r9P=Q3liSMOiV(8wX^8nUN-EV8OHMiu?F^{-
z#&pF-0Bm8{c}^!>VHZ!hHZnwoSmD^f*OqnKZGi5A+_gyHZk=&ci#zwz&K+W45+`DL
z2fUczz(w@sW`OU}gC_((E2J;2fWX37HALzVq};UA=Yw;P<PZ7x=Sy<FxtS$LpFW9r
zOw%NlbHtkX4TSB~*2=OBpwfHtAL4MuV8s~8dy-^_Xks)vC^XcqqO`1(g<Q<fUY6IE
zfq=xS#sQ;Ja$7!;in$tCCH4yq&Igwbj?co79P){;o2$Z+9nVjf;@R07*vC1(4Cw^Q
zhMhU@&`uXu%weRj){bf7^D8+Jl;-we(K@*$frKnE{qjwl#&rhJMB@Z_LnaAPuR|q8
zy#P~l-U}6u&E_3lavM8ig8>eWh5P1owN#>MlM6aCAt@R$g>8f1k)G0wr>sGi9SUVO
z6LO%leuKDx<8qWE!rg%F*(U_MMnCjWY91P6DNiV%1_q7aX|xtB;qcxc|CMz`p<ISU
zyM46fxHf|$cq>%CH{C8Js&v-GY|nc{F<^-`#w&qs?|C%w^2aJyvHacjt~>DK{s(^m
zQoqAK;@)<D%|X9_2Ft^XJ@Q3f+;+zR>k*D|=T1OiwknpUrm>vDQ36Z!U7{csh#(pa
zxh|s7of;QMh%Y&`(ng>6HeV7`Lw>`xvThsM!R>y8a!i)i*1-jwO!7oN^Rva7@tBih
z4XcgID$7^pp`x*;jrhtfO!)C9Bmy|)4B09SyS6O$=05ThVy70>4lgDI(TYs*xR|Ur
zj<v%adtR_k<2-b)h{8>k=t+Th1gRO2l1a7`zsw!1#k>Kkdwi7T?u`auS6?`+TU*4{
z#rzXhW4?PXE8bAP!UUK}pQU~M8Tadfj<M{>ZKY@oH<$it4q^3Ec@j(P!)8ANgk}DH
z(qHgK2M_Vqh(_`gxq|uJRte7-RcAho0S*1WF{~a%AEZO>dXjcuG7KsmG|n#*$O^|z
zGO`VV%>|{0+c&Ix^heK_nL<0<hWnWmiIpbS*TH=yTR6R`>M)Gq9LWjIcr()Q7dORL
zBo|F3I7spv^0X9#s8x7r?nYn=A2q-y@Y3erQIX(=kyF(Wo?}Dk9-hz#%fr2D1)K_Y
z%XWz^F3mOpY;G-Zd_1=m7kkV(K{H_jR9vzr1CYE!e^Fb~%Lh%SD6AhNo(r<H7mRHC
zk6vqxELJsHw;F!9NS+pUEvkIwptbQocghd5=z{~6agR%%dSv!nu<bO02<hvs!5kQc
zBmqxh$L-gw_kulQq?28Td0U7JLQbCzZ1#F8X7<3<k)Y_@Ur{rP%@DdFTFG6PVC5~g
z0w{L(c-qCg#P!PWC0caaJ`f_2`f;~ciC=6_c6yhOe3I+BvM9+WlQCw2LQy}9c15ni
zNE&_4VIJ_DO|K_a5xFk$(NVf1+Wk`l!ZS84ZIBn!BEL{=gb|6&KJzD>$i<<@v>kz3
z8)9`bKV2TJ!fVITx>{)&)DVOxA)#{JmxV5aI1i&sU$hilm$2!Qd;#j6^K|~*8Goxb
z!A!z=)`kry?YeE^u>zaHMz64y_|QT`_05HXe894*qGJ~1<s%==XG~(%SIw0d25K$Z
z$C`;oqGitkXkn5kbNXpt0LMT~k}$BySe>}S;hSyTk$7v)*8!l|CF$_{ptzd7(B}hb
zxM)rc6q-uFN=yTlxkZd)D|ImPz2}21<JQDeuugHD;FlH7-s&Nbg6Lk}?1q6Vk`~%n
zGS}*~vjLpL(AX6pQ`ezi@83*I&7g!y9*#Xxla`jJEm+n=yQ5GPxgF*aZ5`PJRC;az
z%;+n+v0)BC>+w&G65IImu0Ew%lVphR-O1ma&FzeyXpw2<_v;}cm`uyY=H=;E*SdmM
zcNz`r5U&I$4j}_0P5mU_ol^_B53vPID3hneXnk<D(;;)SmINwi&tW-T6a1@sV9-OC
zW^hCh2l%42$Dm_#q`TY}xF;EH1?SWpQIR|V(H4QyM=a(__dgS8-6A80yp1)T`ogyE
zPKI)vq#_oZp3tjch~hm>dXz0eSNbSzsx6mZMIhlaAF3{9RYk9>w_}l&-<Fc06Bk6T
zADIl#yXLBw{pDG(4{2Oe0pIaf8h7nNInUlh3P@#Lsfl%wqq1$Hr4_JC$NQuZ=ney7
z_qFL6SPT7FpunS1x^1z$c~zXY1=j^r4ODB^gKAesVh*~Ji_BDE+U@qBWkQ^@s6)ax
zB?}HrS*8~ep>pq^+_fo>+4R}d<LvPQ%*DG#kbqH90{H!2qQlzBLluvw#7FdIQJPPs
zFgcnW=VuvkdOIHxV`-UqQn1T`KWyvi+lq0cDV33*&(pJti~<DTrNMS=Vh6E7&?}qo
zD%67nn&KoesCIZFNhgfXsaN^@SY)=K{To=t<(;$xiL-z@r#F_&wQbl@!*m^4mO#hV
zBQjFKlK89J;A&cW*V`>GeHt?pFDD1TcYXuQyWiunL<CJ=#5Hq2nWMaF{BdollOUUb
zLbHYnH`F#jn7d<)Jj!?*Cw}nJW6a=fsYtOI=P?*|@+333;Bcv?CmeUG-RaX_$@89V
z9T6XGT-&d2xoEIX##?>Bk#b&58N~iotwm+BK9lHCkUBp?VdL6i&kjN75mrlIH@5!Q
zPp6v1?CKX5n;J@MPeU%}?9yn)a<x09UC@ed+Z7(1b1OBv*}!<)j|8<+N75P>lVn<D
zM$ov%13IJ^|B#0<j5s$O4Py$)7ngY0^7zFe)^ys*R+os_8_e?3eh01gp_%L~;JbS)
z$$>A`DEK+HB2+)Oa7*dbrMlT?G25-iGLrWK(H?w4)gHPiVf4;lmkpRfO!HS?r1Egp
zv{{q&vP-=Bs(^4Tch?`!=q0XUN-(MY2rGrkG1y{h?6dq+rR|2nduY`f1;U1m-eR3G
ziU9rbaMh=MDeLDX=Tur1rZdZO{luEc(>(V64{7fJWLeYgeU@!?RhQ9KUAAr8wr$(C
z*=5_dZQHgn)%U&6ci;KGJ2z%xVn;^iUb!+)t{u4}&WV%j_pe(Us#EB*OI^0UN{#Sp
za|NX*iYE^0R$VhxF0i^DdF$Idpw{<e`?MVEGwztQh`}VGhV6d3-nK~${Nd`K@5@2F
ztHYE7k@|6^fDLPh%Ly{oYwc}qs%H(Xm<uxCP@K>iVq(jTt364-dy*k@-i>}3jrxQT
z?Zr*w<#Zdcksz7j8c`8EF;4n^a7t~EyOvc%iX{ThFKpL}pchmwhY3-k!W35dTju2X
zaqk0jZCpjpE84uNr@&B$U*~q)a?IIU1@wjdjeCXr6sxPw>vy9*tX%EJ$EdXm?Z?Sj
z(xfltk(YaG!3ZaGax89HVgUa5nai&qP9Ma?DS<_^Fy81A1QyU?!6!?Y8K9aX6u31Q
z5L-(So0RDDGa5nSTjl-S;4S;pr(@?<mdPrtih)WKp}CW7Q!QRPTBzkRm8CXWHSETE
zQpywNOyrpxg^gKWS?YWTr<=I^d(L;t4-Es4buHAU-Pt94U-Qo^s7y>JT2D%3VU3GK
z7GMoiHmpz&F66H9!Gp!IBRlV_+wi$6x9}ZZ0i4Yfu_9E)kQy&*-Zq3j^Dh+Yq1fF{
zNJFD^%hq#v`b|8O+8~p>E|~HKdZD3kcm+}XrlBtfq(kUTXe*`pqp*U_?@X20&W&uM
zC4+W|&ZS8wsxkRMJng=I>mM>n+XsIp^%7XLhZv~iFhOAgT8L<d;wAbhh^iV~qV+Zi
z!Q`$E9it5Bbc-Y>V~?vFdJ>F%{t();VM2hN<~)ofz6W?hGKi689Fn0@beGEV6hS@K
z$YdZ@66FU74zsR_)<%*IF)KWPv`F1;BSZ>0tpLd$90$kzvRM8pPM5BRJ|-W?dV668
zleb3S39W?!&?!W@9CWf3wB+d`C1j|6ioWwDDbNaUY5Pi6bFi-)7St)Zx*f_$MG7~E
z87$fKke?yWw3_f#jYo2upXEYbZs0}IVw<(h?2%Ou4i3D^2P0gI60&jO#T?yM8QcK3
z>~d4sScr*h8(m0TQb>4-#+rn{P|7^4U$)<HyZ~eM6^6pVbM-XztSh5xFyQ7R8C}ZJ
zz3Ec7kVu@22-nnZG`sP|iyGA=D2NkTuU5HW;1eK&^NvBuXX8lja@Fk+WF~)jW=JGx
z@Iw6yEv%qI445M)rcl!f#6M9i-{$<>adiT|l<c6eBqdQ1Xk++_E%MW$i?E<xvdh<Z
z1v5bAM%q>KB5J-xZ;)wor}y@EyhW|NmCsf+Xf#~7281{pyv~sgr0;_vBIfh+4{qtm
z-q3S)J68AbgUEb~0YU`%M(QguCXMrhO7OH}i!UWQk(CKOJ-s`u!J#UI!cFp8a+?oY
z9W>@>Evaa;m!uzQS{3_Yjofo^*>6DH2RJ$II$|YJ01=~9!|bhmaaBnTE3tA~06noE
z#Krh!rc*6wAzxBecmYt>E6Y37DS%G|WSsOC?g&MDUS#OL`0ft!gG&L@saZSUT4^$a
zm_qCOEj=u2A(zzN@skpY`)o8<rg;NuJ^PKUaNUXq?95CI@2T|!Du!h0vjE{%iiM$y
zTU`TcFFdSLj;z;rG?BV$H|A;9v+d@vgytbbNFwv@bR)unIp(jwUF$zDcEz(pcgf4P
zl%3ELlk(|~dS$FMNJ)U=YLH;+<pjb<o#+~wM%!ft1`wkw{LZSdae+4m)Rpi}k2sit
zrTtGH_KXjLv>lVVv2wqUJ)L0P(3jSSx={<RRwjo<KYhBuufW{=wl<pj(L}<UQ>YAj
z9Mz*qJXrXU=tfkQ;Hs%;l~~@gfc>`NB9H$8X%C0{M?ub4wphHzsKMPoOV`@+X=619
zV1c}|A#c7{{SO&|^|UP6uas5HQZQ%Mttr<RS1XjlOa$w|LAu|Lj)bw(Oy{+10XeK}
z)6ODMtDF8Zt?;6guRlsh3UXuW^lnD<a~#t{JKY<{9`qso5<_d~yz}iqIcTsERp5^G
zSi1vQnMAT5(4Inzg55QS>qn>n+_@t1#nzC#rTcIXkHb!51Z~(?4kZnQN4o^g-MlM8
zQS%NG+I8RVswFj}BUH#TpXPJMmElWEQ)Hqh|J=41@o0!ZY4gfu%0i2gv+e&f8%&;a
zrBx*rR|9p%g&vaGMMoabcOl;QIeQE}+!sk<YgRR{8MLa--eEwK%uFzdU=V`u{v>06
z{l&+C75d7%IY%J8A#ZZ=b6SDcn$<{&T#9)2Zo`8-Wk@D2Snp@k3n!2CWgvv|0iG>4
zFpSfA(8=@qIm#SMEZpQJp&EqzDPq#F#cpokPh0f|E%xdTd#nWy88w=&*pUhJnEu=-
z6xHChBddDkvk7RhaIWejR5QNkTwMTMGg03I{Vn4LZX3L>vROBNO~LHwV8<?uV6aYp
z;?rgtvAP@GGD!1{SQf7<TLqB2eE@LKkM=c)zO#Ha0>1}07h*2EO9*$?JT_xYkqF--
zb#l^JB_c+_ZS`(*jk#u{ehz1i!nyEX$an(|A4iZ_X@w;YVi`99LWA(xT${ph#RDL>
zoU`N255dKD#=XL)Wt*6p^o|hy1ZVq5hmML!9PC_8X)lnD-Rv^dmQWlwN-!h!7qF|8
zkKDP#hKwL0&UQEZ@eq&s(pr|hj{y7zzIgZ5ERo{185q@|%2{JudlKQ+os`B+(jF40
zpNx+UbE+&dq8Cffy9y&+5B^u&SxYC!>h&k>9}JCWRL(5k%7ML+n(ok3r#@w@0j9QO
z&)Pk_uNt>`wx=-rE%Qx{*8?!jEUErCve5XidTCzSB<8Yuvdm?5MEO<lP-+)&aPl=S
zUt}d#h@x~V`rS8f2tH1rbbJ)d(X&W(Igv^d5j=2RgKu)Wpd7<q7y6+*;8&1xkaf)j
zXwm4|{WJF`vU+Wr`jpn^#zlw@;mpSsi$GE{T`1Yb==E8%!%IdmdYRT>IK_*$&kn!o
z($6eKNbv_WJk^(rt?$w4x)$SR#6!b-Q$dqWUPl*#LtIB(f@qx8U*}+4ZVLqEw$aAM
znUBDgpTccOL-;MQIq;Ey=m0?Z!d~uhNLhFTOS^@vxpSDN@0f%cFBx0g(RQ+!X<|Nj
zw?YUI(Cj*Igm;Lsc8ZW^=-{YQHB)SW!6CVpH9o2oVoSwv<g^acw3`J<+{uxGA;?Kg
zo53ld2d;K@Qm=lIi|RB2MG4FOPK6WcYvK{yo-LNjt&wij6`}DA5n8^SR86ZMW2(K>
zTW6gC!F1cBN}-X8`ji~Eas*0Wr;$E{qpm^eoLyB?ntDVdzEF3~-gHs%vI4qAEd#<Q
zC}NK#4z-rrS>t_C5bmHj&^00N^oR>PbTCvGxVoVEtcJ9nBhQYr=C$t+b`VOPTdlwq
z-<u3h;)PqN`mwrt<gOj}^yU*9lazH%lYnr@q-PK-V}Tw{od;Lr$zPfK=!nn=P<?(~
zxTcwZDPlJB3EQ<0bFJX{k`Vqa=uR!^Pjzi3{KhAB){N8#1V8(EBV#(1!A9e>fq|m6
zlL^T#cCj=~k-U$sGaaK-^Kie>n_{viFH^zmY<gA&#jHCK9lh6ltU%OZK!<}-FO{_g
zoT8Qq=zQn8q=X+oW%R0*xj$IJA_&O~e|b9hWGk?+g+e`*cw5~^joYI}uK-*ZVMQvs
z!+F_f2O3fw_7hdnsS>_1J1w5S1Vv(goRS6V(=K5jo!IX8x|(AsB3y0OIir*uOSIc0
zQm*5|E~AbZ3%ap<vi@uGgZO4safGvZ;{gA?Fx<I&RO=>aml__9xJ}p=VBk;t_V|W|
zakJaN44TU`dy4i520kgTw%uDKPOPJ-?$UZh=BRiw(pa+Rv?Ja7z*~J|0de2><JzzD
z*;dHiiHckY<jQUr!KN&L2V)<YVzw1en6uWiKX4x#yq@!j=e3Y|L<sUpU>#u~O>HG4
zAZ)Z}_i?Gd52@D>fk8DoSb+C#2sPmTjR135VcH#vAzs56zZiZBEwVOC@_Gk%R`t9-
zBP2ta3Ar$o(Cuc=5fD#zB#&NXEovWS!NS+7B^#$VQq(Mn<l=c}9kC<y_H7HaBggxD
z^|`#^R%PO+pd|OT%ahz!kWI@|%ai_;mMN8@ewHF3^mBrrKfP(_rBzwIvPf9pwtO6F
zYY;8Cd#E6F?gnn`NT|}_*TPsvOw_>CigDcWfNMELwNwi<6hVI^7e)|Dj;ju!153-w
zZ=YQ|f#@Ed1A9I04~x!jhCwRKBBjHR=Wh##*x0Mp*}Zq2TS@FhcB{0rzVzri7)TJL
zUBFcGSL$cZ03w386%W!ku@C&1Sg;i+2$9|;4ULAnR81mIxU)VDNFMES5J$KNA7d2c
zhm{e;A<?u&=V!V0<qPt?rk>@3LOLr$v8iK0#r^ohl=ovGoIskYJ&WP8<z^wJl)7q|
z(?2uf_o#zw&vr11*GPGOC1`Wg@+stJpMP`uUfhWtV%mpd=&hy;fd}G3C&bG%=cIUy
zT(o>&L5)e<;p!{XrOforb<_`knCj(9Co929w=kB2O>|^%a*LLdF98T4;P?#NL84$~
zr9Z6?o1^mf-K}2ZpNpEGOIa;raq|Gjx3Hd-+o}9-P2S_{v0}CA*Nv+H)(>`ai}=ad
zw3vzFN>nde+L0Poi!ZI`@zwER&M9F?BB)u0=WGT$)orLj7F@u{qF7L@M)5>N;3aEQ
zJjrm&du9EVhP7gHtXz1njfQGf0WY3kdYt?0o;68v3}*p%7Lk`FXzF_dyK8l8(H28;
zgW?tEH2PW?n_jba+N7ZaboCU-<_0x~ULKvBeBhaY?m(@H{@8{mAckXTByES56J_a1
zrJ^d};!fDeHe>^W5a^FwcX;@Lq@JfdUmB=OS!SuXT4f?3A4pWIr(!G_nj)}A4%V%n
z^z8(m1W?Bv5Tbd-kxBKjNfm2}-Kz7Fg1_0f=koTmV<3+W)|UaD{X~lI<{-nOzklpU
zRWbflURqDqP_#Ah84kM}z*JuD5gSEXRS$NKEQyVD$XumQ4irU0kqhrVpIL^`YWTyD
z9~LLd5B~sP&3;o>yn#dBskSr_cR)QUoWzg>eZW{ObaV?n_*3XC3p8CJnlf2${G5PU
zDJ4TnQdesdO3`TP)@)V#j^u;whaNwqys5V<N0D_1n>bQpfCnoTN;KKVep2kLyt=(2
z>Ssa2HA_137J9ov=r(|}Z4c|D9wKJ5yg9TdA7N)K{@YzTm)?g1^2h>d#!jbL-K;V*
z8sG(ryIca&yAzkq+yk!r&N<wOjL6xx6P)N-?wAdg$kS`t0ikthiW|eW5;--C<h?>I
z$!Xcds6PtWC#LZZdK8DZ>dS96E$a^IgUP)(7k_u8T}J)h$+=@uHr)tw=b<tHu8;Bk
z*T$vk*^D67Kp$L^5a4J<^@6uP$4T6VX*vu{u4utu)>0t?Y4TEgNpCGm_4ngveJjfR
zh|H7k0(<L%l8Lq*4jlBbq?!rDrZIcI9ujsKtL=)5?7kI?u&E+Kd5XdwL~nHX=IDck
z#Kg3&w`9{c-aO_}h%LV(A#8CjphD95?8I*a3}bl*=-329VNPW_nZk8nK=@Jmt@V`}
z`?;S{*Jnmnf9gWBcIvh^*nsOD!dE*m=U3;!oo6(U(X2taC3S%D4?qSlGQQL0_@UC4
z{A70%G`cpf9a6(1Cr|a4C0q|nKX2sBQ)HaMmYnnX0sAM%i+(|Tv|yNo9+=#?Xa7}b
z!njQnSKG;!4FSnbmI;wr&nZ(jx0`l4gS$M8uBkd^L`RK_+Hd<vT!DdzG)`-T!Ij8t
z-NE`1TQI@Uz{gK2NSi9(WO<Q##;nP{gI~O{vvTcDnpldII~GmlfES2wvh^KnexPy(
zWqBM9z=AiSQi^}7gf~xerd_7Xvd`Hc+P0C=d>8a~+42qKLC49mYw4DYKM>QS5NbCQ
zL8o{cdG}R(Zy}}3jzDNQ5z26dh0+o=F=G8GHbm@pOgE6@Vl0g{FYh;+^a{l~DsAQ1
zGI?3N)ERsHCnvKL|0}>y_c2TiHtXX<32cY&>B29-6n4J^?+%5Z;X54$6~$_DY*I2Q
zY2L*UY6^NqFHpI^+1yYcIFhl7Yv`TDm|yc|lC`HDbpTPa$zn4`vsK>qlEsphr=+Zh
zUwJkp3&+f$AqOElH}s25kC5eQcyAU;nCR35ml6ho%*OonDeqJPg-p0Xir><2Fr$Bs
z-ais%$`s+AcB8;cJ*%40nWSg_Oo}utVbNjK4Xev7Va|cE*LZoGYE<AOBTD^AZWf!D
zDq1Qgph`x{-!Sg00C(O`Oh0e%o#0TUsg0f<A0Bmi2w%r<y;ShJH4bFC+Ac_^%7hC_
zG6PyL#f>7xbR0ZVJ=@T^n4PAuIOWm9mY2IDa6g~U^255PyDWxiMypUZ-Z4@3T|X<D
zX|1FZYe_ZCMI=~(q0cFLC%5rV3i3n}qLbDbIU^_&X|{Vr@%6=?##!hE^-IS3r1(<h
z&{k+Oim(sfCNC2wmslaYCe6TjOmN@YoDbKj5CE>3yQXd$@rp>8ROp1VNDP;e13b1W
z&}%*d@<-`@RcVrU+g)ZB@fk2=tjL0@nH05`=r3ZuoK$&sBh<Q&c3EGs(&IE)!3CHl
zRjUEICCxag<<f{DHKB_Bd-@5&cgTY4YHv)RUy}vBJj!4_eWl#dz>S;bIF|&JldV|O
zRt&7=@{{s7ipxe(o$e+m?@#XmkR`!j{&ws1t&Y^Akv7Blqd&)a6t=6Wk_1nC!w&tm
zlDL;Sdku$~ODL4F)ueqs>4NpEe)>S(&9Fx()^^hnAyx)p=V&aYc4;PS+M!SIPvK^R
zloum)`RYbFuY$H=#rYFM2~Cz#Eo8^+IlSg!dDK*LDtX2*5b%8H1FUKO;yjPc{=K}@
z^7v*4(nvf3fg~@lF!0NlxtK(Jf9($Mj3VNQX1651V?-NG@65@V=CI}oJ$-lVM<nk7
zv)9;rx_n(5Z6Yxf)zEPtex8b6r=fN9RhL3zDg$ds8;_7sSfK=_sioiqG@d9J+A?Ip
z!`t@di)iq1wB!?>Tum)?y}$x51&VfDAyh-$NyMgUT+!Jyd75kCId4kE1Vr@>2AB-#
zR6ttZrk>UqRBqpzD@>g!Ns^66-nf+3O{Sa3$9!<3J>iKCLCZrHW=8S$yZ8?m0k(+-
z@%ut`3OrCUFlupluT;<md(Dx}v7`5igjQ(OVlA!UhPgp7nJbg`wxcHcc+~P2Zko<G
zO~hy}Goj%gLNT$Bt0jOpE(H7%SKnLlm=nrhBwhJ?>3n*Se`b;UWiZ@F0C;(}r=nZ9
z-c_kz&7}3ps>QYC;I8%-;vn!^1K#x#|A@szgVp(9FJ)LrR4dL#Y%)JhHe-ba>(9f(
zG5oR*#TXHTtsmq>EXmh5U+}sV6)_hDb$Va`Tj<McTt8-QH4vF?l)6CJWDyV~#`^h`
zVTI#qTPr7xgL#0@P&qT)+DsM^MXf0BHINGqbW4U;Xn}^rSURy?8L=-xfwdmiy{}qK
zM1-xZQB7RUJJllja!zry_Su^*Kv5`)R1LviV~7Yh>b%e~d~|2ph}Nz$(qo0B71(OE
zu{S!*Yuqru!)A4~a$*~5AT>d%>IP4+TLr$4-{g8wRFHYMY8SKD#*S}HK$_QT+R5L(
zY}f6f4!&0jG~!SyDX`+U;67QS08bvY6`|qr5n<t}<YaEmO)sI)jF;lF&WwP?qmnmJ
zxIDwU*k4n6Dwr{td8D1?KL`2XEpN{XyNiWjivfL>akX|?08N!Z+^@f-g;0A}R%XFZ
z{%!@xAWzz4&K2Bdll{l>>ZQ`Tf8g#1#2iJf)(iR(=my<v;+82n7Q~msZ3uDyP`>ga
zX};R3V>mRQ@fRuZVtHD;vtzZk?I#U^0MF<j=f-kZs9&Fsdj7f)U;c}eO##d6VUj6#
z#vZ|a^&k0rG6?zV#;Lx#e_oZ=Q#5~UxtxhiJa|;ci?KVtq1maZcmRBT{OE#ZKDJt+
z59eJjtI($aVim@?`%q>TAq5zV?s9L+&8Lugj+q2<E!!w=agRx7?wrNC*XeU%-q+LU
zAuBDyAbrep4yzLpr%Ql%T8bHiJU<6^9vjDDvZ_5IdwakL2YdlFn^y}Ff~bHQJS%y_
zlXN{(4qDNe9wh*SYqWg`@?@5ZPuo^*BX1oRF#Oy+sD8D(v$^FQC1kb4tgdgcZC1x7
zUu1R4AU&fDs^839n!g>WzA#e&$Q~Nz|4rt9c^dYLvI%!SOedNM=6n6@MXGT*C4bHx
z$EK4C1=b42%8J^U^Pzh3)<Ov>2}x|Fac7>^#&)uZFV+Dv;=`GA9mL8ypz%Bhkz6Yf
zKz4c-MW&}cOKoixmalPgU>bcg%&ef<22WzG3078;OUaq%7#TnV5fa=W=xQ^)YY;rh
zp&Ycz-k)$<gP}-G=eg4W*c;qtXBYd4PxGTUXpbJwY8W_hxB=E{;iCRsK}~`^bB9!+
zYXFIC+<>!b1{o3wY^|E1i`@%9+hFcV#++z?@njvo@r|^5lfi>1x6WFss8g;xwb{F!
zLiFlIw%y`6WC(pl49BV<FT%Xm7_WUy4Y}v=g{Y*^-(`?d0cO4dCI&yFiXV~(=>85u
z^5_RPnP-;`#NAMDugK_gfj^(>`wx#!qXFlL?%gu*33;Z)!&!)Rcv<{UjTZMI+oH>d
z$i|*T4T4Xy($b1<v8zF@i)I55vEFMblELI8vmqGb;pB|*SnQ~KE=1!zYvxHy`wk`U
zwJMg_sAizjUIx~9a}5y`dk!U%f*oXu@?p@v58U}cy!`iH@~E}YA}!h2s9XItO&h-u
z+Gt0;Ws>`6h0#(LHNh21*2EoCEX?pmL)l=iz?eLrzF(jrT!so&>_|DPR{bd_*433N
zopK+amID+@9w(ysFM3E?@(ZFLGi;2wxng1IPmIQbtbxo<@1`Gj9@ZrnELJ_QZAr0%
zRbJ_tQu{+|A*|{=RSGU!C#8h)d)M2Oq|SN?JY^sZ@x4^i{g-tU1c*N2m?k|6gf4*e
zA${bO(#u#gP7>4n$O@GfZt6z2e5OWY)dQ|NZjyzgLE0W*<8N(iUP#96y$Zh`=dU><
zaJ|OPE!;!KLa!=N5U5-(Hl0!c>UlAdO$O)p9_08Z%~p*o{61(7=wYqxMpf=V_~Xfd
zJ9Upuk{VQ2H~W%~5p<bGTFmu&5jk&2VmKe5A0~BJo2b^{1iL9gjJKqlB7&-K%3+|O
z_RvQK^<tJ{AlrVBFzBD{odB3iVL=FcSL`M~%O1$uQ{5z=`R#TDI-mDBT7!DgP7Sg~
zmI*YF7#<22mD%B(0ji=HzGCR}v}*cKaw!h)%t+x8<F&P(wMg~Rl9b&XH%jioXr+FY
zI;HLqc(Icd$TJ{LYpoX62qWd$G(%DSNb(BJWk|0s*y3sRHHFX&pH~dh`6}EE9BgTa
zq&9J^W@X6=ZCEhShM%cZW7C_STyYbG@^Yah8=h|FXj<v?n`%c4%C$V@7v`pxJzhMQ
zM^4QCK`t?dp<3sayZBN@F2MJ2A%)H>^mUfY*MF#bf(Gxw#b_rPPHl0dZY$U4f_yCc
zz-mIV-0(qIR=6YwqJhA{tP$$Vximn7!?7vOpeV*ag~n|^4>~|WvwewRegDcdOCr~j
z?4YKv?xuSuexhQgg&&Ry>gc|)^;5O@-pL_CurqLAs_Hb!wWdz$DAg-2!mL1E;=Cef
z@U3eafknz4N^E8ixx5d6RMxE18pcgVqQ@ksD3JuQGp4Rzw+kix6F-m)4LjJoesT`9
zw<QO(rMTh+#2Yr;Pczd`P)T=`7ICcJG7Hzb+5hLBbxfN(WJnZJyJHza2@=f+K($v)
zribttrKmwF6Et2@>>Vx<(M`&MX&zN~p!LwZk>%`ue)1cq{zDRFa~=^q<I}jx`Ac%s
zxn2X?F(Zbc$|Q}79Qlr|Zwh(HNEPktXKoqLrZxY>C3t$==o;dIf^9bXyuVh6809)_
z_$3{6&%Qb=(OzgjuCiUxx$vYRYU06&qoK#%(82jl>8&;-VMu7E-{3FhQ}>p}9=4YC
z;ZEKiAV$`oztLRrz0}2$uZasGK=y$No7;^#i7a|Lv(7~DFV?FtgPE-{snaSQ9(%X}
z`fgC+5HLjy9rixv;IIbs-N1H=*^#&0VkJKio+U^O48yerMGALznnfE_>jTn$I8*<+
zs=U#?RUv?rVhZEL+!;1I_ma)<Rt9KGT5naol>Y6yM#jQ1o5+H*i<{`F^2=~DHyar#
zG@|oHC<l-|+lfo3Hr6i?lHEdBP&Mc`PQC8DM-%y#^~{jf^idNk1r;I?U2_Y`UD)_}
zrWKm5Li!V_-URM6Y^;~=L?ukomPBNjVl&Di-=q4cV^qi0`wzH0HIwEj!QY<RP1cGQ
zG|qTTT0_9Uuy3v6J2J&purczY68N_jh)*b~1ez)NZDr<cD#}U;*CZf&y&LeHc9cA|
zV@-@|r)YOt=W$%qhCtn{1s-=3k#)wP;Yn1a*a7HcqjHon2y5Rt%og`1gFMarpfsdf
z>2pyImrVfPex^0>BcR<t)v2CWWY-QNR1F)Z<*u4&G?_9$k9^*hyZT<cb{1&P{KAjD
zfM`{BXXfxue5x;)6F?E778$(2UQR9g3?8Fs*wYC=?}5hDdj&)?wG~^n>cVX8HH<Sm
zlSP2`wrxjTblhn0I<b9uP0t%;Kvua652Dbgl_)70Y5()--|kAv<&cMQrC2=0G|(uy
zdEB~9J`xW}zAOuE8{CmP6wf@TRTV@hPZ^ALb)nooP>0N3)jW1$O)X503NqR6HjBlZ
z#~h>a41t-jS5jV=B*Z95Mst1sfYV>p{^vm<gP5FsR+(Xp+qIz`^-tnnI472lq6y&w
z_I9rz{DPqEz9A=v;C_S1LwsC1|7Sg^r+Z#It{d8e42e^3dCs_PxQc^<oGvp&UcgwP
zLW#tuN%J077-y|HscHWmTB4u53Bu70IUf#Z8)1mGV5M_U=1C~lK@rk)fjf4nee$2=
ztyd2X0B&~YnC;RQH+43PH0FX5tP!LP*GtVe`LfP0wdvdCV=%Z0f5zuSlPCF9o(Ev7
z1_|qZ<sXRF*(+Gy)dD+lGKboIrY{pL1%#yb#BS`Bu>5+~KTn)pvf-W~(ZE(%0=aqH
zXr%~#94IM*r}ug~!iBN;uaLnJ5s|x_w3j<L`1=5RA~vW#-JOklei9&HbYvd0!_?Og
ziOOBCr0|4<O;PGMQ}eKM8pngcI+J994Vj2F896Ompx={ee!;fNT0s1yC&rEw=q5%d
zeHcwNAWJS`e+g*Atcr?DxxQaUlC~yCjjf@S7!*-9Dd2zr(nuzCBA4;6Q(+5QzF2dm
zym@V;eZpNU>x%cVC^PommT8!`du)`h>m8VhAvCiLN?AB>_~Y?d6!Y1?MfVoc+Zsst
zX{O~A(g%mCTs_cMVEd#0z2I)n>UraCp3XXnW-btgmEPRv<<`%l?DRFSV#Zr68{?z}
z6_ETYYK<>!MHY%Scj`>Hd1PEh`H=i-k1s+W;)()NO$)>auS1XTd6yzLH~ShB@`%;k
zdz9bY#a7FOB}*WANI}0A;AV5cbrE6Ug7}fyPCGR+rO~Pnf=*amjZ3IR@GS4cFFN-j
z$-TJam%5D98a^Vlq+DT$TT?`eoHzX&hF;R%^K4%45(&R2sU&n={@%Uu+cD_sa=4Ok
z<%4={E5Ui<&SDzXRcXGk4Asu%$&VrplB=kcnY5pMfPZcux`)+D1vldPHsy8W*(a~^
zOcw$w4Rp4e2hZ(o7Q>ATS`iNFt4?zFUZxiBZ^i5q%CYWov{CX;aYHYR==S}B#TfKs
z7spJuA5oI}j4cm3<~Ai_pjq%R87D*t9NCu%yeZiCt6nn(qAO86;-ghTHfMvK!PUUl
zZ>^INq+wU{pUSr3a@4%z8%4c3cu6;O=$RVK8-^6??OmEyb_5gmA6Jd+e+FQ+;NQCY
zAs(c)s#fkwr>m0J_MlJ0jE?+t?WRPs@&55O@yCR*D6tS>|Iab|q;1&Pe4udBFNld>
z5;XY9ejfqvEcS_@!fU>epDcv2k}A7;3Cr%kkyDV9h(5=S;4ZFO!zYXCiCb!FYDA(r
zb`X^>;>~X&ed1o;9iu0!mx_afJ&MrZA$L3W$Uk>u<PWs1#4Nz7GNMyBjYcxoQEPLH
zDM!<B#X-POxiNQek%-*wV~e0tKcJoltEA2}ey|15pYzR0_PsBX!{5M?CyTcowADL>
z!_^0*Pj42G;y0fPcwpx>n+2T-<A`rMmy1KRvEun((MCjf(&q6S39VPtbV#X<k-x7R
zIjiiYv=)7ZPw?FUjy?b8^nBcaN~1O<Mij%J@`_#WnNs5t&sgWlFDhz&8i=7#H_l=X
z);KRXz0!t{4(!KQZYVdhT&)r!Lusyu-`-!k$TA&&wQh|s@{r3FEVYv5QYLLQC10Fc
z8|=Ptm_S$!I0Q9)5s`U5Pe&<HJy#hQxj|`$qSt>&*aLtxHaY&Y@F4f~J1E(OL$U~n
zF$_&1`f^gN$h=(J`&-B?Z0#&A!rA?CJ4imt0pQW+Gr|~Zhz4inQoJyoinQgF-_LHx
zy5r?8rgo{#WiAKRs#REXdG)HnSYU7i)@};Rt3Y_?-qxG5U7opNrRIs9;GT$q)=(}n
zC|Hd#ja;VDF&lG-olyY<gKs;lZt3#Hm<Hm5SWxTUq8T{D*AK(Rn>`$r)&l5W0v(ED
z<Y9y~F@UsEYe;H<@@-Pt;IK)m<W{@~$5ZDPBt(!Q(hEfIj}l_+sj7{)b3o%BVz8#?
zBk~0^_K`!}IgaKFCsLC_;r>v6lfD<$+~Fe;Swn;r_r^{ynU^Q1P?N!1S#Q|)`J1J4
z&Z%Jq##d>RA)$gyY66!Jo&3x(KoheHF^nGsqzqXO#k8nRLz8vq$~F2*{Vs`Eh!B%-
zi)#|Jv2?y=K_)*wk3qDK!~)kZs-Rp*=e?*?^b=)V{g*mCiZ@C}6`L1!QWdPs{i_-G
z$s=EIPc9L4O(Gp_gBmH2lScjsH3GN)F8zHwTu-qtp;jOW%R44>F*!Oy495NCp{Z}a
zl98uGh#pXSWw_N%R8>D*gPfzEyj<FD+RnE;_#6y-@UXUQ_9aG&0ShChzVM}F$VBi&
zJ-0z5Wr!G8y|w&sOs9XPjb59A%<b6K%kpb7W%~`%I$m56IL?TR<NYHKD7J#h#HEsk
zc(+ZxC2T)w0A$7n1HF7kk80DGq@(+n^6ffKfMP?xboOrnZ?~kc;2*tT{uu{f+SgYQ
zAKpZ8MvXkkB*{}>L+mSf@3=Y41QGuY%Hltg<o{;Q(=yR8GXEE!;%}<_zswB(X8lKu
zf|ik%p7Fn&|7Okqb^do9lmA|#;yb_JQP1I9!Q@*`<bT&OQ4$nXl@|MNU>5%k$l^aW
zApQ$m@jrqrX#Pi#1^u^N$zP-c-8ZV^Z~Jfk7cTJ+WZ~cIzkdJR|I6#I<@@?ZJ+RWz
z{smFs{e?~ZE&tJ`rNv|X#ti&z|7-UDfK}izecM^S0TqAkf6HGVn*SK}-Gcht`%e$+
zKY)w>HU6LV{tJikcQyZx$N1a(&kDbzfchtrzcurJ6V+e;zqpKl{Qi#pj}?8_|IGbQ
zg#Q`q-+2H3T>l3a<G&*M|2XgeG1LD%{_j)%TmJ9ZjDKJ*|8K-p{--_qpU8}V?bg52
zDp2Z_w5+V($P8M#Z)C=|49@?F%=q4!|Ea9<zX3B?zKIwArmVum3iTgk45e>I#lHbF
z{_3y%3z$LwJ=4D_tNgwFH(<uU6jJ^jnDGy*=HE4VnEpP!|AoW&-k{&YF#l%w24*n*
zCqU+3h>dSx2Gf6_IKDs2)Z$w&=>J(+rMykw;Xu2I_~)9Flf_!2yscb~<yxcVniN^(
zG84IzobAz9r|0XsyVX;2=h2$=M9U%lM?}pMdU}M&4R~fuP3E7_=FAFuY-CPCW}eO7
z!RZ0fmC5fvJ;alwR{F<5uPKfF@d=S_8E9=9tLso1ZJ2hziqp}71tcQ?#>WAOsi>&X
z>3l*mJA(59Q(NeL<P=pi!-9eyxqp3W0HV9S2OqA@j`WVB@qB*lnCV#>TkGqcy~Eyk
zTR!*ogKS$^0ns#6GXaMD{%s~UA`bBT*S;bk5^*DO6xbqw;17OtXhNUzz}V1=cu3Ul
z`ANiU%I6~hn%X+X#%B^nlGiJ|fD8aI01|g(!f<PPWM@L;H*bY{0C!|zOlXp#D{G%X
z<nHmA?!}ijut_HXXmvvKAA8<F&q?WC%D0&Pn=_YhK@&}vm=ZISBP%1rGrgM_*B6Si
z3h!ICZ0VRRUwdmKyXvsj^dFt37RLLx(v+PwFrU6Ji)@%G%WQxdlIvZ8P5}JKJ~e^y
z9Sy!iO;^@5?!w{Tfjhefy5^7Bh|@q=lH)K~krm%y*G}Eeny->c@57hq6K?}+9c$~0
z8*1}5?~PY&S``-dRF(AEJ{nr@HwL@UM@u7J=)UWza*>s^RlpSVFG^;onlJdwve3OQ
zD1n!$aT!l=T^$Q!^9w*4CfY#Vm?ryADi)vHugbCeZ%PL77jyk{SHU+W<Kp9MY5i+8
z?@L2<^lRwoYk}*Vl41M9+}ss7{R;4zc?h6Wbg&!kdV(H6wVPW&-*Wr;tA@6^ruy-j
zTlHgU?UeYdF#8KQC84h8X&ibb&C?!)@Z;(FlRg1WY8UO2crXlYQs@vs9{9|f?KxRv
zVR5;CX0>;5-`(|V02Y9ac<{^guFHY!5KTy_af=;H=dEe9fAP5s=7W3fw(1!pAuuq2
z5!LjQ8RU&RIBd)PvV2$f3wy1LP$s$VjX3ek^%-19WqA^NTX3j<5;8~s(BO5m>&mA&
zMb-0@nd%F)|K2*s+u{Hw1DkRkaCOU-p6-ME&717{i|yl`nntft$Z7EFx)<IUSbfi$
z?nV1M6Nu5y*5RGF)ElwSdGX8k^9NvhN^?4TPdVip#tn#ip|K&$lKx?&M3@=;J-u&K
zz;ZHU3CfSxrPYU*g5WDV#gne3z-eY_dv7Nfip&*nEHQc9$OnBD`TK%24b<(I7?}?;
zflY#|-5gdZgK0|tDHi4E$5yR`4Zt})V+HorbOpIZO3&c#>`Oh{fL5=<TM}E!dtpM)
zTH$L(G4lxiD<Ly5z7lFSb`t5=yLSQFdv^ze<}0-KC44GLD=Y?#Xuv}2Q4HDIy5P<|
z{`eV^=Q8qO`3E_tbT>-7xYBfz%e7i){1g3iDl+-OU(miQ$q3hgdE2$R84+uWD!(l#
z>}?6SDR-KOBf{#f_@8R$U&!8G1qr#GTNM|{l*>WSZSCi41=vJs*B(h~e-`BIPwOQq
znfTS@|0E=l3yLdLL)n4>HwTUaNJZ!7OVH`~x*FZ*?1@9)pfbh<`rWCO^E2_jCn&>S
zuoaODTBa4fP`_yy99&C?msfI3=Jf8EWLWtCYEi}4Qwu9*zQPD*XOwj8^d*+jM#T3%
zX&GmqjXAXpm@Y~AoW@{;GTn&p(xil=*8S=YWuuYnB5Tuuwvp!<6!0T8-q$E~mh*RX
zA)@5Srg)AWhRLVOi--0iO2r*~fM8$i&Y_XoMKL#9n_}}yW^akAXYBdg2*<OkPm#G&
zgr}V{;DX=0?X%322zfx@@{SwI$yRr?8;nuJV$p2F&*?~jEUJp%6qa*?U7)dgOnA0I
zW$s?JSMupG1lD+FUU(ylR_QO;kFxs)kKogrm6fXEH!rS?$3)<qAmX?^R3DUDq}?fL
z_P^L3B{3e;=_?UdFiUO@2ZEIJg&LkuOLV%6$>iTT#VBW+Q7>I9FUgeFq-$5ike!HY
z4Nhk`=r$QV8IcBw6o2-4#YO(AWzA)@U=m>h{Bz)je+esPCL&#V$@^#`5giyt!N(Kk
zqf`kFOC;Ox{%1_@p^LG<csrH?t$T1(#jU61P0SAgZ}8>ztW)R0F<Ckk%Hf5PIyYFk
zypcl6t??2Kz1)3<569US)9Ag6!ZhcFIw1@;2EFSM%^Njj<#x$u59llDE7hG0GuJ+P
z&5Otl%c)5_w&`bS!|yHLUw+jwE7_Ig6@8-7vZBW9!+nO%X5#{_B|A;99o1$|ZXJ}2
z2=%{Sd*rC)J(wIZrX6ap*R%5q4I|_xo^ddzF{Km$!wQPCK<PeAbCAy@Eo2VQ?uSLI
zWWxc8<Z3^(h<#<mkh{dAR9;kePKxESc_I&3B^51O<TEbxhnN%-75d6Y`+FwkUFud|
z@SlG^of6w-E%<SRN(8Q5_4`fM*SH?e{Z5C3x@GT0igrT7G-eDlY|M%bnqVW{aGvl1
zrs21r*5Q!T=!bjrNe;%CG<ZH#C?iU)uqr%#K3al?K3&uJfR7Qb+MMh~ZY!I5e>~6m
zWdM_kI{~;68saC;ddvVDZA6g!8E~CP;__?lHa{K*z<O?Fv0vJnqqZ11@w)B3vw+rb
z2j@D*0kb(<kIJ`b&d(A_OSfw8VE?EIi4*ggFlJ|s5Uz{vP_NJ=oN&N9|2FAND1>j6
zY!@^n<;zE<-4O7B9eKiU$h>klH41>7&kNBHPD_?lZd_h%BEcKY<zZ|uRU@z}KzC!q
zU&u7P8hq&q&mM9=<zh#)T&lt3_j3D08>AvcrO4@BC;h<C0h9|S*E>3eslVn(nh~a}
zcks+la6g2dlP^%8ed&$3PknH{@~_X(j3$%ZK6_wybV@*ITsJ-i=BOZ-^&u34Je(%4
zlsz4z3#U$Q%;*~BgK9b?n#HQZyTpU~I6%DRt<JUvT3ROtj~V#&SwznRF}33!;h)_c
z^5%OxC{a!is^<L0Se-o^+05PUv`Gc+-Ucdy><oJ0HCvBAPu??juj3eYfrHAI(vowu
znEni^`s|gaHnMCTR+^%FX;VvjPV62qlVPfT!MaY<?Tq-A7UwneW7eGl&@b#;rN%7f
zGl^!=@tzZ?*bOO#t25YD?K+dd>GI_uK4N5bq;)rC4grH@bhPoko{3_lmkaBnYW7G?
zqTdMqL__OWmcy$9XXQwBI>NtijCt7m{*FWzSw$^Z(0bJyM@%!GN<?%|{->r_c8#Sh
z*r>3|a~wq)u?aPkR*xbX<@@joRdkcRbN&9uH|S&^*Pnr5%u2TII+r%8`>38YY`KGp
z_gm`6OF~AjOxJ(O<KrUVbyoZ{h%52B-%8)x{3T$zS7>QvO3+FuHwlS$(6U>|=Ove;
zv44Mr{Bzkpw}`k?_0>if+HQC|RKmQ0{b5d0fR<-)*q;o={(K~v9>>UM1fZ~wAK~+1
z@{>7eh-Q!jMAFVkf-hQ%0dD*v6i-bc(h|T19Lai&@SSGsP!suqTvn(5#B$85G760`
z7eh1zj2yG%4aBa5JD`Q?bSp{?l|+p~g|sByp%Sh!=m=_NZ6IqKNdyDdC`R-o95Pjf
z!bH8cnA#mxS$5fB5BX+|M#ji5yA@{U*IS*|@+pq=%b20WuoKJvK#%n`h6H<Jb~Fc{
za3jyty~gOi3*NS)rqg_tw(@2dSM$%O96!hwCVj1T#0`oi+-Z@t4#k^a=0>t}OGo24
z3_B#?u@nsgd<Ai^8~!w$EG_Kj9~~|{>P%?t86mgF*EK71gpFA61JrVlEIuEvd^mV0
zK$q>zC`dH!qJ;YO5+RPv&?o-ST6$p%v*D!FXQQC}V4}@(F#HW<!2DC*QP&G8_6_;A
ztA6I=gwElVYXry1>P101P0YU3j;~Ji^Da#Qp{AuFG-*P6E-jXY7*30f`hC*7^J%=X
zV57hrF)-{`5BfOO<d@|26pPDy^;M8~mAa`92(ks~9VuD2RLGh>bX|U^NyPKLdWYN8
zb<nAuB0BYh^5v6GUFk?i!B!ba1-Owhs{7rKiWXO^01AftK#T!705gGhRMY&%5hNh|
zP~A{7=2|sJP2(`)u;@IbJ*BA}+mmku3Jp)(B@vnyC{+ZAOHXdd)lZ1(CaSEJ6Ynf)
z`Fz)2&L>Y}kDsc64gAPiP>vPcCrN)2VbX+o7qZwqguA@bz-xYcA{_Bz@TiY5b_rtR
z+!PY-C4@hWTJ}CI<IXx0?@AOcdt*bdHHV^*uAC}K-(3@B0Hcv|J!p)iUECn^01AWB
z{a)yf)$iYRe!kbP{SmZF#M-=EO)F=0A&a;>S$kS8MpegKBKkV&g1B>pdty<W1xb@_
znwZEd?R=XeFjDt8$guo!LT><_>6VX}vMHb_4P;f9Kw`g<#NzNfCcAe0DaKIzF}av9
zZ@^9&8Pk7Z+>(dW8LF;e9Ul9=XT7xA4p5>9!*bT(l!4549!_S4oO1mT`Xmw7K`8+b
zkn=gpf9KLXLG-Li2_zfyDXa<={>$CS6yeQJ5xY_{?=DBgC9(tJr>8z7a9Z=N)Nl(f
z<#1z9Y(2yF(&+OD2?vN^^rEEBu?<zr_Ole#SP&_DqjVS=5xttgVW{uVw3^#;*_zKG
z8`h1972`uQBGdLP>9s;{wJ)^~X!%17iA>`Qy%s4swc6$Emb|d6Kr~ikBXkY;DN`x9
z^w&WWM*YJ_sODW~=N&i*Bu~Jp-n?GSQh)~@wjKAy$K<Y%huU+`H3(Rh&E{i9gu)yb
zw&|cuScm*d=@L=Mh(1bJl4`JV2tAPwg*K>SqQ#B8SX)ufVPL3uIz2zN;)2$J&Ek##
z-x#wXfAonp6DY)vibVPgsOy9oqwt-oWLi({(2msnj&On^OrU4uiuIz~A4>!c&)>34
z`^f8Y{AT1u2Xd&s^;Ti;tFCyiB;AL+AiwTEfccToQLNn@ayY%QD~O-+3299hTZd(_
zy&Z&1b)Yj%k|N!8sNzOZAww=wz^E;1_bP*#kB;WfO3^fys>m2|^&Hg+5NKHsg<JBO
zJctxG3AS2Z_{+;wepm!hTjq;rrwQ!QFK}p5==A8iZwKyMPn0}cKKr{STxOJbBH|g}
z?7{~<ZLy<?=j4a5D5gq5_02~05W%$r?UBGhIx=yMI%bB>>96qVFl~|`?V{XB&g`B@
zIl;fe^ug`pb^79b+LV9nBWf-n7_@z-RwFM^ERa_#*A{j=<{SB(;tx0u6~j6!zj-)F
z^p8WB*Pptl^iXH!mPoJbR&)5o&>yp$WTx+Z;m7;>DlA(oT|?jYLJ=P>OsXYCn2)d6
z`^tXQ=rI*D?D8<R(hSTDZ=_9o9tJIxrTEDT&gL)WSq^tM!HeL%`tc0js#5MQOd7?F
ztWEVA3P<D=2E<bo>sSduR-)J{DmxlXIpNbgv<-W{0KykPA-#v=!v~|kvHWJkV;*?8
zP8-HDC<b!Ggz($+A|W0Y9Il^+4I6OI=gfvIPifadSlBtI-e0CW%BX;RWfX{myzHJ#
z@#J0c-9}QO-c`jl6?ayt4Cm%jYF4ABRb}<G^ibVR=V(7+$*8x54B*gW;<vULt94^|
z$lG8fk5B-DgDGP@9hwT;GZ0>Tzt{x_m}flLI;d-BKn#-(zHUc`t|9IZvsf{y3dC<7
z5d%H{+}QXtVgpQ3nq`Z&a$rEXYZ8>hX$xN4Xur7*pw<`NiboMlpJKcry#k>3LhaBd
zw7$j%9;eD<J*0I5#rm??H<@cMY;udcg$b<@d@IJPggI^Bpc$NP3l?|PTgxBi=f$I`
zZ8O2T{XiL-A#g<xe2I48mfQd$|0>z+QnMqXdouk4VMS0zZ?~8|#E7F5J<XQ#qMsKC
zyzK+G`MhVUz=@f<*nxz0*|tJmZ>85Kg>pU|JZWI-rkTdEcE<4Vba-uoHMPE~clxF7
zXJXGyiNqi=182K8V^p(-&gIXYvplo=GVFI`Y=#aAJV=gy<r^NQuZ)k~&6g4iMOgB8
z7NA;V!<ZUJ9kV=HN5EjTSyROz6gCqqo{TJ+pELd>#!g~64ehxP;4m~?D8ATI0_Tx;
z>SBgaR2XdICu$&$WVI}HZic*v1U#D;1+)BG9pD!u9s6F9kf9$RUikDaov|dD=#m^$
zD%O3p5+l>;ag;+SjFfSxNkN6VjM=jI<>RCT-0>X>-gKEWh<=>E5h1>F8pTTV&cpeO
zu<ch@I~akB3ijO$#ks;p028Zp`0AzVNS0+qY?<I2Qp*6wfh=ry{G!>sgjNdpR;bgK
zXu6W>QSg_*=l08o3{N?cEg>XycsnEB5^>DjAQ<k2=qL!s397IIujpV~*9&lB#_wL)
zEa+`jLIU{WGC<F1_w3hmO?ES<hXQO5EL*3lu8G`LCoFooq>k-E*~2IR^qdYwKk-k|
zgBrDE0$xc9qwbw+CcLPEQ*ABCsLCb^^-J;?64(qJh(Guy$1<8k-GSUsh%~}DGM-Pc
ze@q`c@KyAM(F|eG6~q={T+Lx<=o~u+ac>UiI;DScWhK?!WMrz>(YY(LJ^pg8FQ=wz
z#p81{2tx8*dl+)i+@HILHCJ!lQ8oM}13#Qsa#ZD^wSB$P-q-T<`3lOkVxvM93n$Mn
z7ndTW_mE42^SC)KvY=@YAIuG{e`Fz$e45BR3$=so1w*dI(XP=z*YPJce*iAGQWCmk
zNgBsDlg2jHpKdA=iPXg=pQZZ=X{yJw$ApyJ$u)AJI0nbW%qkD#rSkG9_FZtzwN57@
zd=XZ%!avlpjN9p2w@CWVo5DM)%FM}dp?fnZNl#s{y(!$yK!&NR4b(+w3RbP_H|d}>
z2c(V7(jUUI1XT%><*`{mbYB5X<n8nLxMK^QN+T}2ft#JB&^SmTEM{vF5fel>naf<{
zxKW?u(;Ud1z&f$j@6+W>&}pP?LyAN-RWHejI9rRF_W>J`Il+W>>aaQSN)<e-N{LxJ
ziv&i;nt|;$a<`|+sOR5|qu<8*3T7c`hPkV(R!$r{vnl-aWi1(6kmD;gj!(<&21mU;
z!iSbm)x|%)OxJZE_`g<K2#8PzY98|>J7cH~%B2YHo=Q@^hiPrcvxhN_lBg}L<C;kT
z?x1$Nf496VF4?wo$+%ZjosP?1>{~C4yycM`@s7)rx3g!fwJ%CH?YpQp!)cz{F);}C
zY3_neC<}+O;YYd{NUx5=(2oRwDJegjJ9ww2Jr1bhn=<6vtW}{OY`g6wOvB3OI|Eq<
z2?JU{fRM*#zAkj8FuuV5x+dqLJYP%$D{Lr%y-+abmGyj4@T#lTak@vgqMDx?2ia?^
z^GZ+ax?Hl223O)7G)es9PVONvOr@xEFRmSxQ=O|Q$Y5Fx8RZK)<{Gj604hQ~-D~W$
z5@~*PIuOCbFMBobOc~|x&B}>+v#VY7=&^ph1oV*(3Of!FwxqWQsk%D$hA<bV<hi{M
zl=NgzaF60$LMNdy*J0C!HSe$LJ`5OQ?_uuyA>!i&1IvN#+s)q{^m~dToL-OdiN4L^
zNEy1w_2!}Q=A{$)Yx6XIG>>@3CHFpJ65*?xg-deF;b7*J0u~+)2Z7h%xVfwfRw}u(
zh&0wxBuC~Ns%CnwY+sX2IGMNKvmj`K<6y2oMq|5%c;#uVf7MbswAE8)_V|9VKa;;9
z3zdB%m!*C0jNNRUp+P2(;wdK0FPT5vue!T=^=B%23n_*ph*pLkA#`O!wmEnCA9*Kg
zrwrrq>qoH6IxANH?8LT{EDTDAu`ZFGWniO<XE8H2;-|%pq$RkhRjWEEdEyDw@Y$k)
z`Io(I%o;eZjY^g;!Zg$!$Vfn?Bic<W{q8>x#e3+Ms;g_U{&5$4Y<b~j<xYAKxF8tj
z;+8mx9x!EBy6J&Tn8))H4<Ns=RxsakfN8pQ-AEQ>9&9$ZiDLR(&x8b6JBx|Pp>JGM
zR!Br#oQ81P@+!7JgGTib{`_9P(f{P59Cu65^-tkSD9_|CRd_WY_37!x5{A75U_Rjr
z!{>(6+=wGX4m*xvvWz=L)ZjHfWFE=_I+*icT#_=PVFIByBUb1*Dd_-oTf($g&hxC0
z`E}Mo|7Y9D)FVh%fp#HMAqw~KW9TjKhklWLMh+dl=5O*jWvyE&6V%v^Pd#j91v7`q
z^z<X_s;f$fQl1o(n$T2q?WOocdIJj5Ye0ol=n<HQ0%})fd1YH}D(T$f&((Cs2cG)J
zY+S`9r#cVe_ZjqIlu9Gn37$M|_%NyM32YQDpkB#TL4Do4B9{XV#a5;xU$n_2;nf`^
zP+8>6Z}5L5lb-0>lgE}PQ05<vDkwG|CULcV?0g6JA}${9l;diy|BJDE3>KtW+eE!=
z+qP|+y=>dIZL?P|+qP}nwrx(od(V8c2XW5)tICRuswX2VqB1h;y6xEv#UM%BlLBe@
z#GSUnbv3td(IzCO17h`3K?4^{iX=?`@~88!XUvF`oykB@y@BTqQSrI%;^&UOAz|vX
z^p8K?c(UiS?DrF|b9OoHCkNd>!4s^I%BxT*WoIq4RGZx*IrJa>QTr)?Lwe|=wAHPN
zJmh;!mzfz@Ta!!gZQgZP#C<7+UyC-six<;qfC4N|*5+B3*30ipLu5<#Bqh69Cq<?$
zLBDLv2=I)GoaKZl838YZoLO}6o>{HI0|`QMB#6sk1AH55&-rb=9Qdofnt2(PM(av#
zG8>RG^O}b8oj0e1-OY&~0P4q~Smwt~k%g&%u9S4}&3fGk^nr=ph*!_MxGDPIkb%aD
znHZ~Njunt=7-4?3Od#ylR7ZSzbYGpEjgdMn3r?!4Cm`UPfMCa5)?9{OJA<x_018dQ
z8iV&B-%0YCl8Nuq{=6aZOckjc*ThRsp6I@L!5&tpqJ^9&LM}NA71Z*R=`nU$@5>cx
zKFS&E+NvTw)_Wo$JX+(g)>ulV3N;1z90XOgpAoX?SsXxAid-!8U9<U6cTC$F9tHbL
zvuWS4CH36;-LPLP96-L4L}|E5`znXskP=oSQF&*b%|-rzMndroEayaDrO%9=`-l4y
z-I(}f8`z56Ez%Mei%L%<*xt!NlAG+d=G@>5Pv=RyrWew741kSzhB%`_S1zd&8u9sa
z$dYNFknYtZV~akKeK!to)(Rg+jR)=Ntz2ITFI}vmP3k9_sbph=Fcsc~o8ID%=MJf$
zd=*7sxlE@_I@HiwhQA$}Mwm!&WX*8#48Z`8Tgjy;I-|%YjKxa&C$`jDGT=%iZY7-|
z8N#A5v9@boy^2w3)**(#&ult*;*!9@>H^iWE9SFGHweQ@7mnfdf)_MTfx4s@g5(e*
zh)nzM-8UbGVU&{XPISAAp@qm&g5{&sB+Qrcga|xDka$xw3;>@JKW`--UL){we4JFF
z8Q%lTIUz@6Dx(lD`fx}9pwObP7FnF(9_D*(St}`^z~5aN005F^r4A~ixmPdW?lP>~
z;H0iQMvp$gE=agfNFoqY{Efy4=PRV{Oy94fhImS|+xTWJ=GQn8Y%;+u6tf3%tlrA-
z2%UV1{&}5v5M?TOGLJGJ$F>$v40^<0f~g<#MEQ;=t(}RC^qHo=y+vYfo?}Y()ch^a
zhW^$cEbHDY+Pk;A)ur+6oiiJAMnp7aCam_!7;LPPl8l9}YdtIWW=Simxz6K;0TW}%
zE+*&tS{N6t-I;!yfhZu<M06_UxEBA?4@xHy<8rgB?#yyD`&;Pcn&4jIJ&}zz3ASr-
z(ta)a`P#Q=tuFwm@!61geSR>LZYn;k7p6r$1rGkl{0@yJXH1Ecno(NfH!5^pB{*3N
zliF>ls6lygl?QYnoR05PrZ+p~No8W0w_Vc{mYY#=;)s>b-AOOf#d8(qZ2h|+(*?Y?
z7Ct>*A4wv$dR)-vn#+mde5K+=RU*w>)nO+Ypuq|(cR?S=3zC;#t*iUuOv1z`#(Y|K
zCO@)Xj4MO1t_n;60eKRV%4%`#q{RReET`K$QxSBoQaIs(ZUx_zeaMMXrll;lccXGr
z5T*Tc{%5Q6_|&>g>c;hwlx4Ly6DQi^!gW+{Jht^kT>-I1gWVgDY*=S{uIyJ<2V5WH
z<MxD2@jVZ`Irt!l3x{qQX8?fO5`HP53-S4`JYo*+@F=$#XIfEu7T|O0U5gwF-zPt?
zka_DXu#|4V#rCs1;YopTR|d)Zl*yV>LmMbv;q;vXuGqdvu28Z@u&IyoQ&!x7qeJqC
zp9wZN!r}(6&N~jgIsRhg_A+2lTIl@ti3=kQ3-Fp~Vgf{GJEKEjbn+!)`m5-mg-Zc`
zyz&5j52MUv*DosRfpcStI|SUuA9ojp2K6q+K1Cd-FywTFEU?qXz(>aiWZw1%p_+bG
zF!P`L==OAp1DFe4#v9S2bjcVvE(7{kuLXD=$fHTZ973%~sjV4Vus!l+eIaGw%sI1K
z=?62>DG^&>SyT_t&wx$#Fk(-qSnyLN2MZtAc?Q&C@8irw5`aJ1HsA^EMap3Yb4Y+6
zMQ<NvBNQXpZrVaHb~J=1)QNzJ{Vg*V@}n7KMGnYuW4{lyolbUTeijMQ@~6w`(=HNh
zOmg#05=ZA_v&kj<fn4^ia1KeCiZS}}JCc5T2_!S?>~tfxh};?$P9ych6ueS=?aN`|
zW4tt_3&pY&{;o$fsX@$g;B(*Z^sa^)nt5B(W2rq%(LUWp{-hHMZAS1YHz=|3aXI>W
zSm|<$7aI6#l@)2>5*U2B&uRpFqp7=y#GDF(qo`^2@m+*Q+{X%qt0l#-84ZKwZ=r9k
zfqP9redr0+=2n9EgWae*0|H+=Hh^c+X{rNULQ;P@ZRoNZAPLs0>#d*}cijkz?6>(q
zd5)`X2ogLQefUB!F3MDAT;Ng(Bfcb04R}!RvGHLJW7ni~2CyHV!!^!yR3SavZ$dKt
ztM1*mU%DuzV=qNgx1IaS%;m}8tL_Jx$;WTVucDqYr{pGXjTC$;DZ;04@;4Vw^cN+`
zq4H|X(jT~lZWC~PdU~<^rJ@i<8jrs}(C|N&HYQ>HL8x21ZD9OzM^sdQYEr*K!Y(Rm
zfBQ4lTg|jx`7uaM6Ehzbg9jU8LN$C9+?-s82fjC)g22k72-3eu`$)Ou)CuUgfTij|
z>vnIKeitD8Xmm8r7a~~dzvj9I3&yCM<b1~|kizlS-8{{eLDAedq}O&1Rjpr2%|@NC
z5~Vk4yY=|gUEc!M3mSl7vc!Y1HmjiccDzC;Zg}j_+etGCuaVQ*j!!LI?eZ+KLqAN`
z1nq}?pFU@SB2J*m4C*QO>r(B&Rz)00iSKuSAr;6A<Bu6AEuxpTM?X*q*}IeLU7I-h
z{+qI}cQ_4@EsP_tltmUYVE_RiVYsF7Jsf0uKyd)I1RG~3q9dsDuT{`2n#d@X(%L8V
z;`khbmsB>?Po@%toWvby>U-Jb?MwQuVwDAn#Z&eLOoD!>9&zQ6D+*L&0&vzo-<C|x
z^%X9_waL0Jha+4nK~nt$E7KU_M2yF{-o%_CGobL|AqhQ_y=e1!fpBd^^ZnO=!sw>T
zc88uJU@BzaNqcvm?xQiT-@#fmqx<Pk?zfkVo?<<xiiqq#&!o!x1x!~+lp(1k$RHgl
zAai<M0kwbZg`Rw-N9IY7h+*o>*>}JVC-Ju=sr)Zs5T=pD<a_HIoritI&22puuL2r{
zi)l~?Ued$s^`7D{xFl|r4NU=l(_CCu!})WO^6k9|^`#}q`XiNCT;QFz_|5C1r~DQ>
zP(}fVF!eoCtZaML?+2yHGBZyc6!j-iDb;g&aVS*hB9~Q7@vQiM-t)L0N}@h^wWQ@H
zZuKw$fz6{X<8Pnxz`BPTeukcjyIP59oDRm_){XqKKWyc|ii9fPgqe?RsBSXsUn$J)
z{F6e&apR>)=MO+dv+nkXyE`ztM3QqhuarE#6{-BZA9jaTZ2RW=D^f|VL|~Md%HlHe
zpq;{wgIw9QjfoXw-BnUpI4t@tjywrYsBdCq8==_P3){`umvuK3&7-!y181QP`_#hU
z#XgZ*0bCf?b3qSEm`D=iS3I81gJM=sZz_sAgQ~MC`_&6%{<;l~xh@2?7!H_6o(rYs
zeKjvp08<9np5mEn#14Htkrml4nepC2BodM<!17GXRp9Pq`tWk?$@IoyEk7`9wv;Yy
z$54=E%_SIuIM;J1>Tl(-v~<-H)WX*LcV{>?H+A8W(m9UxKTG1@zSf5KH2Gb`bQB=#
zTxXWoDoUfyn@a16)v8pjoHk%2`V33mDNb+h!vze8Hcut>XaW5NmaaZ_x?-)ec)2vU
z<-?Y%o41JbBN^#&kC9KtMJy$9lHpWr*ZLXKYvT9g@d6iM5WNbC!7LrHqjJfgS`2k<
zgw4sy&r$FN6I3uOH;McwqQW|qm@s#Ox>i{oSPPAk%`ugQN}NI4kk@6~vCtj9gd`3~
zcFopU*kg-XCmKox5TOL+3uMuzYTHZFC>aF4d6SwzD*YJezlN`l8>M9r*=)VGFhA}d
z2J72A6E~UE!iG<LXm;5-J*%4Mw@S^z&YdJ3A~5W;{LLb__nVGkt8P0WIj4*~B~;W0
z3Z0T6bi82^?;)Svyx?puj+BZYR(eiKmb>&Ng3{)`T=cb-$v#!A^#c@G&!?11=08|g
z<5ccA999dvT~llo^0Y;gYwwuJ_k*5(jc|miz_dPqQff8#f5sKjdP9ccW30Mwf*1S}
z2Kjw}VWM6k%7l{MpQ074G>9}4jC6B<SefJSsU+%B|IU?=&hfdTFIFId;5VtWQ!K-G
zqyw#=*uX|oM}t@>s=nq3LtuI;{o1b)Gtk#RkA)3TTz6yW5xO$_VVSdv^Vso9rdTd%
z6QrsfIt}a-w$ytk>E&?e8tCTGrrKmoaX;+{v*{wEU=!ciV9!Fhfxeb}zIX~&#|u{U
zQ@+v{Y&>WMcdTCRr48!#$YEwNdLaae8EbY&2-a*DdQ_?raOeQpdU7Tew^89gQ)(}+
z_t>{BCy+KF>+9Yf9OGBtkoG;XX<<LoG(`=fOWLFjKmo-bLXzsB)c~65UiqvddKN+n
zlfX4FcQOMjc%Cn+biN*Pz&0K=g1e=(_|nK(b~<FiD^__)R^t?0{v8b5fbzU47@-XU
zn0iWpf`G^LQ6Rbd)EhRS6FRUn<nju=$UHaXF}T=Lv^-KUn*<8VVST>l_bCY7mtxW8
z94cr!sEAMAI2knW;?o%bS(5mC<MJ1>ql(f=a@>Ij<CDhHXwAB4SBn|0E>MG1SyML!
z&MMd$f{|Rg2wF9roGZF?)Pf3FO?f`Ql?V?^`1BivFldL(&(?XY*`4F&Qskonw-Ko%
zvi*c`XQ2oh0=m{_&9|;NoMS_y^<9V*ttszdYePhBG-O-J-)R$|qHxSoF0ty+@hZ#T
zE}1#RS!wGaNrYyG6;-(0>H_mFf7As){B=bb)M(c2JWC(^xn3mpaD%xP0yvWzd6<R9
zpwVJDz;Y;I78~<Y!qZL4tYb7tgYS+$xoI^PKIt{c$*t_ElqlSJ-R@%?X8xNbZJrty
zGgXxy+oeH;5*9>OkZXbYl5$WydS)4_$+Q@*hPwwIvAoYFcjN#kxo(z~T;2`=)^`PZ
z=kd}Ap&K=Fy$nj^oP@6z#H|P6v<_q0<`+}DYegO4#|Mdqa$N}wO3~R>DUS^q&ESLh
z5XX1n%!))XAMy<XxArbr%TVpj$B~_}RBeT%H0@%uf?}qW>XY3kC>lovJd*14@Duks
z(Qk|*sj9GD_>(QluKvo^AxEN`sd&J|l{fQG3K0jbY@@7=RpLlDCGEf>LtD>e)XNZc
zMoph-1q`@##h4?LnTgTRtfTIBq?5WzM1Y5&ZvmGnT-Ee;tfwNcGb?RC{?$s2C|&zV
z^Ks0a-EPc6waC_MZ%oCe<=kx%>;OHZ+VAw2pn*0=@oe9cUuJIkv4uM<s|eQQ`xK}!
zU3Cdr8^Yf#PeS_LL8hcQsLI&u*Lti4Mo%l!v^+KhPy7*Uz=q@bk5?A+xUN;ijsh@v
zB1U|CroYST^)FlGd>81gk_{;3W`bk&#*c=KN>D_dOcbM&-5#Rx`s~Gs7tONTXKm6Q
z#r<T@^w|ox=BZ}SQoQZ5&tuukb9chCM}21WZvM_S3#?YANjW+me&kn}8nj4Z-XDSc
zJN&v(dar{Y!($Kb!AJ?RXT%^jWunS%ZUSmvkQ9OlW0_Mm6^l!+qU9Wre}@<m8+=F+
zaI~v*$6g%XOiT&enrRp$(`Ly;4EzKFA$e>6ap#Y|JKBKy5WW44Y$v>|LYU=mlDR#1
zS?RIC;>b`NGH|Gt%CO9($3TZup>vs7v~kD{bZn$}j#!(*ueuU#Ohw{il;kHzg{%zz
z@Ot4u<d>e+F=aBcsBj()l@ybs-K^weEYHe2+W+2fZF3D`cet9_X~6xXR2cWd$SMr+
zPoUR(1k9>HRsa5Go9-n#{Jy?k9XefheHHNpCHkMge9ua$Y17@8h;@$F#Le*9DQ!T+
zG#5pYX^=P|Y|z->n03G;jAHqo4yZ-;bt7Ry*O$ube5s1UZ8fZS=Ck+;P1tSxUFwF{
z#L649oR1@IyGwrffm5DmJ9NzLd|p1=B;V^Ocqb)_LyCmG!>CFcYIerh!HCERH&PD4
zcFhSyaCMt*JN2KTrlhD4ZCSRBTNOrMENJ*-!I2bmbJw3joU}f^lwy<h@Jjri6|B@n
z{9ptL&LjY)t`@_YrwrkK&2Z{dzLPN$a7z1f-_x}@B15IQ3j-ayXst8DWXTp7H(Au3
z#LH@CqdCS`6}Tk4oB}j4GdWE4?o(8Uco3QX_JHI5Qs%U!DJ4y~tm<c|;W#pR`FTfR
zy=L~){wBX6aVG)pHrqB-SESmm92y}VU%zD7?8k`nvz8ky?k)CQ;_Cg{vfg9p%%7!N
zKoa$;y>$qkR-F9<*x}qO{gR~>h!*-D(+e-5sV-$3BH^V9w^rXRWGLP>0sxTq&Wbvd
z<*kf%B5riP@z54|G9Ftyy*Bp296XPgkKTxsZvHPb+?AoNi}hh~MOB1kq6*J+MyBh&
zn&l9ePIXLtwa7P*-SU9zOZzK`sEDU^YWJGnX47CUJsTyo#L>E06FPrhCDA^aKj^C)
z)t=>gVJ=hJGetleI65xb<)wO$>Wi9(<jmn>Iw8687S$xLLyh^k@|%P=H2LRGm@%2+
znTs$HvgY8jnaVuUYwE-t<Hb-{PQoo@Y(DIHOiL*JWAU1%teEj*a)8C|z)-;W=UvaY
z%<L@tP6oVm4YkWIc@=?*5A@pfqy|DdN&WS1i_NY2i;-`@x5`!C=@Jd=o^8Q7tUc>R
zsCLCBSB|sI(JiMW5Tsa)2bNsiDd)J}rK#zlb%+UmKNvV(emir3%7-D7`lK8dh>a60
za1T!!5O}7gLNJE)o4c~0j1e(E^S5o%%>3Qt4DcH6O~0_v3e^}5E0qec$0zFa!j!5g
z*51ZwQ+!97^gc=St*9L2C0CXTob5j|pu0y>Ag-JCOwET=)qF(pLB3|V$4aEwILaWI
z?KvSc&zd<j<eCR1wh{02rV*u?UfO})u*PF))S4@niZ)y`w_@>TkfE`Qi>14yxakcV
zRxEK*Y!Mgt(s;^KeHq05<YFrfJTbCd&Y5Arw6_yir2xz*LX}v+h!799K^C-iS%?2V
zK)^ZJ?mL;?1g7caPkC(?NIZ*SeH9gL&t<851vvPn{!X1c-%AGU%x_NRE=Eq}<zt5*
zG=9LX8!bQ%Q=H1E|I0C3{Wb7~FcAZsGzW;-KtIq0?lIR@!}-A+IEnTS({lX7+48s&
zCGTj|q2rG3I0$$Xd9<A1R1gjN2YIl_a*5lMIF68bvIEWD^(yuk{LP^%@DH@b`MH-k
zBF#e{a^A647L8-WdL!GWpx2AY;1;=V*)I9Th#Y_Vc)Fmlk_KmE<e<}NM`abSaXB~a
zaf>4a7~~pM!iiAWBZcrgNSm9tD`$!~*jqVp=8^e&6bS*Ro0m0Gx26G0fhK2}(Db^e
zFs=?(#~|HO5Uq7<fO*2XC3$xa9oLXCYSc)c2%6W2EEiUv@8y+5Y>?=xf=!z8X<pRR
zd<iI$;=mZ6qWE00S8@Xq@h^vGMqY_G@E3Yt_U)L5W+$=j2kviFPme$lJDNqFOzV27
zT0iH@3%Qyy8H(O4-ynhzt>z(3xbI6xat?2d&*(=a+S)8<N@&FTNHMwsphROdgD}$p
z@uyL&uc^~RC?5Ivj_0EK%h8+zC05YQL;bQcoxaMz$AIskRrFuOfY_1d3$xG{gx^Sp
z6k(CF9SEH$j^V||BQreR;MS@62v;Twnh_mU5YIeccQIg8L445XSMzlO!8|?Is(siI
z5)zEy$Lb$WKP{6quDh=MXrh3cQ!%TyxHYf7WW)`(2xaruQQY3)bzTJN`vNCA)sCan
zrhhgXl?1k5YPvdD!w`t_p>h-eE&N=yhu8o<M;RkG_+I+@Ar6KeywVDhNAmS@hJQn1
z@GmiDRJ@V?IdL8(7^ux(U#@}w2^4-9ZHT*{ZXe6L1gC`wm&q!Wr+r3Uw=}^xoN_gi
z{pctj7R+C2OYGQ>>K<X)er|s`L${C&YIeTyhG-+(7%jHs*IUTA-9nRn2lwu%`*rX^
z;y1xSo~vK=<R1F1)KGGD=P?hPwI-{T7(gdWf<$go)%`s&_CeCeJ30pVd1mYjL??)r
zzX?k)FGmH8@JD*C1ZVq92O=CMEvO0|eJLD<*jUzBqjb^>!ED|N=!m0mY}Y&R3A=W<
zY6@JzCxR?%s6&lBYI3G_wtES&=T~!=p8fSyP2V@5yL;HKFSy{}h?Qw_Mt#$PSdvZ<
z4X8gQ20ggFwG$+I%!@~Ax`zr-p`?V~(JCaBSqF~(iRt0b#(AyrzMpFw=ObsM=+$r&
zkanlg4LkY)o<Rm$Qi8&G9<|-@w}{n71MsPwWj%!x{+ANrKUUL=1d+)6fKysGQ%@S7
zDe=c5W5a}x3`MlU#RLMilVwe<y<M`3IXgb;yf8TGw*61G3VX19qD5nRGauH2=O%lI
z97-^{@Q>I+(xfqrddQ*_=VKq0qiRI<F5_Z=B39?!#ZPvK-Ac}I5~Rv0W#MP}->58X
z{%onEMzRmmXtjl4XKe>eZ*yYx`1Dus)^279f9mZsb4~67Bt^=a;DOOw_B4gXWK1Id
zoVAR7o1v5;PBOWrxMK0Fx;L|tZw|pU#+)#&aw-|dl7!1qKq&ZLi%DBdxZ;<3U_Q6_
zkr4gC&i)~A9&pbb^2V@~YShTeJnBG!XW3Y&$vncMuY_9r{>u<B(>~XuW1^gri*#B(
zDK9}dOi`@Y^@dG8YlA6b+G#5D&cHaU>MEC`_m}8w0c<=<*+}|EXPGC2QF-2;g9pG&
z9WBO``v~vIt<z9w;{AjTxm8g_KER}dIlN^X^BPK?QnNAjaak}mPXrqvzVUSHY-!`6
zh)Vm3ITCWP7E2zrpaDkgKVJytJ;%`9qBNWIO%#I!N@nbw3cJDgK_YwcF2}XFR@$(S
z^O}hGfj$DG)E<vzKL~(}TX0O8E+dzo|EP~>e3BiVY-+djF5TB@1h8_6LPzATv_#a5
z*i-^#gVG>#9o&lVf^cceW<R)N*B>Rw>MGs*Uh8&RbX>{rzUv?;?8Kp(5a=G^Ipd%F
znVmccx{9<x)fv?KyZ+DF=G1XDe}h-{V0*OrIWZ$m9->%HhJXUPFXt;2Lu#t23EMw)
zz!wK)5k}uDyP*G@VXMkrTir37qSzKAu@gL_yQoQ)nRjPne@076F|u;WzArIR@rlWh
zvjs5wqpynt?^ie1YXVFRWwtWe*rHF|!$NpHE(=-x2562)pWj|`cr)IdZK$~2ceuDc
zwmlZ--JusAJ1@oOQljzRk?lq8G28?=;VE^#)%jWlLX0p=4q3Ksx<R#0H)%d6ye~4C
z&2-=y8gvu}Grp?7hX>BsN%wMmjX$D!m~^&7IR_~UQ<{tr4(0)zwH?)9sofk!aP{J4
zA9XZl;BggZO##n01pH>e!_$cvtN75s@wB+EcK@!$Z(eo@RF?pD$V}FF(vS#SeTT&t
z%6GchGl>i3Yfp;#-^DLW05K4p>!+99m=`9zM3SrCQ0iweMnCrv@<ii0n9gD0#Lr=~
zQ#-#7z}{`B3-OVDW!0>K?jtI{QDN_Pc&e#^fH0^rr~K-NK*Qi!XSdXwaHkI>GTtC#
zo0=XAd_BK^u6XZy2eK1#o_weQejZ_Nfu=n%LOw9`49SYt{1cQ0txPdo`tFo{EsKRT
z#h*VJ6xta9H!2T-HJS!L_inmq+4$8o<)6He7Ec|%X)<VY2-6USw`bCWPtkh~Vol%W
zCMT7EBCS!>7h%EoAs3PD_xiS4?plYWYy#|M5n*@a3q+m)1igvgCPeRFe_;t`MV;qc
zigrGQLJH;--}|t|zVP9UGf`LVkbV&Bd4cU9vlCmz#hKlVNX#~cTsA@1)YWR<*_0jq
zvgiJrG{&{<1LCq5NrO$&i+DIZ&;$1_ZvmUPhlS+Z)G`yAlli5|6(@cj^0E=q64%~i
zwf>KL)+*_d1jHL<oX`AiJgFggknJtp6B}yEvU}*G2Df9^9NDBG@#c`(hR{$DIxqZ{
zOO9OZi&>EwQM3&w=EU8%T{0{Bh|?U^urLJ@;t>^B@$DNH=AkuhgM`&MfNK7ri}_)E
zPfkfy(A<XJqLo8p-96xGqJF3kiK`AdIq2}R^68G9#_6Qi)w^Ut7Z)tPJWoyD%#L3M
zG#Wtz%e30dC16@6|6R6DbG7gWd~gdA!fO_RS!p*aW=pxQjP}%uOwfAs?<d*ZKtKYL
z(D8Z)mp^A<99JkK2p7N_VqF+YU!qhpOAH<XGUhWGC0&@QLC9jD?+^r+`bFo?Fr%9|
zswUW><*@S*PVCp^g??TMb7f?Qr`39%K$yu8+n`I-59;jdljA18JqSzfrHR7l>q)Od
zt0=>pE*vE1cQt2rPMi|PRFg>d@Y!8s7Hrm3Dy`C<bv2&M6FxupC6Q>uoE#ZH84cqn
zzJ}TlYT^i=`&+7vPJAWa(1Dy<$|0?zb2FRz;h8#E`<+CI!c^xHH~5*koYvjp>lYCk
zBkn^hE)4}_DF1LynX?N=v!JXr9A>prwKyj%e!gAx8)eWbKQ+5DK|Z>Av{3-<sJ1mE
z9<uBo10__f)h(-S;ibMFc;GhyZVdpje}7IqxjcvE^lJo-PYd{IJG=d6g5?h>5?(9%
zoH&TGUd(QLzT$$mrsNmyvm|j!e9S=B@yuUF^O7*R0>nB#jg^zgu4V>|lx?1%IlH&}
za~hxzW_+~$TTeAq2X6ctnS^dxou=n#OLN-yn#r4OiJCHAB8q~|Gnt)U{M?Z7gq?zF
zYSnxl^G}NcGQWWN=xyH=K)1D@sq21I*0L8=hae_48+vCQ{Omp84(P_=HHqGv*TeBP
zDAc6gFqdr-lxiE0<JsY-AqWbGOVhS{5D?|Ixe$fBX1RsaefXFkP=`O~ne>i~aq3};
zR(PqO=D@Qsy1Y~nV4TtR`ZtNjqn>i?Csnw)8y+Xz??x|+&LZ859~WQJ4-1AYF9&8n
zd3gOf%G+VQ^fe@PU&#$Q^Pfs8mtZ@T=Wy<J*C5te)r)PeI97aIqrlatG))bioYy=f
z>L%Nv?e;R3h;}T-r?jY{SH7ZJ_vmE{h<2U{-ccS{wr4gOd^AoQYjtNHABh|GLW20H
z4u<jQI#^IYgQZFWycDl8HvFNq0rwPnrZT84Q7?SP6wdHbgxCYljnK9#6``9KtnfJ>
zp<0hXF5y?V08}t(zs%?Z6{L3}2UVEt*@u9MUYnE=M?FJ=_YyyJ`@Cp))w-O1G22oH
z9`@{NHT|N!z<{M1_G~48GUV;a{p#ZI#9H=}RFf0{;n6smxP2ko`ykv9zD4*m^UJ{l
z`FSNt;;S!`iUhf{oQK@iTp$&_<YVVGn)yO6k=<C(Z<N#0B~cexGFmw69<Nk=8B(rU
zE-UZ4$`ZMoN*gzd`E%U*Yk|>BI}mSHGC{UKi;b7p7flvbf=m1c;sXtnVmW>CdUxR|
z4xSy$@<fA%r+VXv>2>7sUv5=)c_+~F!}5Z~icQUm(~nwi$8a%ZLa#tryjuB^?bw4n
zfPFF9V4ILDeuxGiyhRG(Y{`2>^WW|{iOH_r9D@usJB17*#IDsuIHdWNo#!@5nwI0+
z^rkpzpjpw2S%uB#6RWx>eA-utI=!=?BphL>2t6FLR1G)720UFg5vJd17f{I&^PQe#
z^y{EqcAghjTxV&j9|Y*jn5l6AV*HE`Tpr8)7o3DUta{|o6mQ-rRo>ab;;WbkJwh?9
zD}_?B*<(tDe?R{#|DqZrQS3z5%g)^9T~nk?ToEuXm+N)FsAJ{62#5ljGIeb~NyN1=
zF9(f`=cMsodRu4BGVnMUq3`|iyd2EI3~dHBDHwFhQu_$qN~;SN2!`|H&WQ_eu#r!_
zuox(;dky3*+WzFm!+TpE%Ed~RBoj4cKfAbUysaJTYovi#lNbujVL^>tsL0|I8E@JC
zET-Nv<ByDZukh}Im?tzdzvM@}SgT)O-<_!%!TN{q-?Z!7(s*l504aT?<NMRSelKSP
zm5E!-0*TVBnJZ>!4}W#%ry%tocmx-YZ74Ra3!PKzl&7JeX3VW;wqbV6EKKj(&zt5s
zz=tz5n>g`M<wR&OAaBP#u1yisz!#`0I9yyQ3X`&1Yz1`)Khq*0Wtf3k&xwOYYT@z?
z`NE_}!h5&4JApAU>R&|REQgu2WE1Nh_k+~@qThO>5DBKZW1>^M!%yoU*<AGvm5Vlr
zohb&amhW^j6hvluHiV{%W^Ev~M=wR_zxj$7_)g_7n|e@drp{h!pk^lDg;9MZix%G4
zT;5D#Z4JMk(o&W6J{t+9cET=wdGaDTKMO)vqNGt<;AS{@U^{=TuRKs(Lc>hh5+y=9
zOSS6m)KAoWMSGu5Q|jXF1bW#Q$2;a;c1oZ_M5PyqB33R~eZ0A+qi`s)(Haf4eRO8`
z=@%vxfNa5-^Ug3_PFRX=f$#iIWz!;$bgW`g0E4tF(T7Wb`r7{u#JJ}RBM=|YNZZ|*
zhZz^lSa|4{{~U6^OAyjQGe-JaNJQ{J4N9qbCD7N!_;8dxSsAJoNKp>2!!sHI&)bu$
zeZFlG0-nF-Pd@h9+ME!6kmv2=Tx__5T1%_z)D#s(u1byk$yuxg?k4_&1>Wx?piNHs
zIT0AJG5l!IM!OPMqf>8NJB_6-P-BWr|4rN3`>doug@mLB$XfO1#R1LQIQ*1C_0>bY
zGIW3tRehDg4o3Jem{$m#d%{WBg@G6AD2a%W!8<$VWrEf5r&&G3`|jy|TOsKPg?hdW
zJ)de+&Ro9E4A9yP9yE^@8&a#hpH{FIZV)k&L1d0xWNSLvW(<p)t|~#q4H8FGXtQO^
zk6(EbyF-LzH$rsaRygx)YxY9J_f+DGIG`)nysZ9(GG-lG&Ny=Qrn97aY<Dgf2@H%M
zYl}5TQZ(Z(zL0RZCQrkBBaw@|7g=2rnQ6yt6!t83?81sh17R|a!UWQJO41N%{$;lr
z;+P)IxA4O5tjQ%v7&2n@Z$#`0Gxf*`;1zOB4j{wB^8T66ljF!Ji<)E~&bx0=&5;t+
zrmh(BLFRtdQ(EQV!Y`_B<mM|?w*g%kzl-nE&GR;wBlPpGyonlGw+QrSC`)4FM`J#_
z4eEr^XW<*9$4hqc%ut04(Iyy6;nJ$^TINE4JM5gZ#a|#E;=%jny-nC-Lf&%(z-pal
z*bkb>DzNsU#C7jkgISmGR#NcI!GR4gkEHclLsd#1u8vm+af%~$SGwOiAJi2-G|)%C
z5N{Xvt?MWRGJZ^4X8AM_rISsivwSh}qfl1!iO%`hx(Ko;=%D)-7V6d2hHfy=Qqst@
znzwnui>Hy;LCT$ub}2p>nFZnFZ^Dn)rtF~5;rS1-Zo%6_8s`yLG3PS257j%xjBXQd
z(X7JH&`p&DTrJ`!znpU08UcK6WaH`J>tkC+?hoE|<&-+h_c?}<${h}9Q=%=+@>r2c
z)uT*rs&UwMFgzDp=WtoJP+e6h+WXmZp)?w)$`v#0X82S^WjAI)>$RHL;<PX;3yY^1
zI*SMauvT*h<(aCVlEIWO%>^l;;A!i^(6GP|xi1CvG%1LHry3(zFJ9eT@@{U)?9;ew
z_#jJAN?E71z*R<n%ui@~(g85&_!P0oNUQu=gavR|1=@|~84xz@A*e{hCE(Jc;l$<I
z$rKX<845A8`bm=G=_FBgXFPiN{d%3UKc2Sbdg5NPoeFTFl%#v?Fv>{Od}Qb&--R}e
z2#yG&VD|`q@)2$dZ5GNdmKTAyu2BUrO`%`h0Kg~y%<MdzXDl(qvGRn=4=%&SOx39o
zX_l+g5I0yg?fPosFyYY1u;f}&0;H|HgeA&msBWQuCIO_VPtyNjw*c_D!2F42A~eS}
z+oYyQ4!%fZA+533HLk=|dViFdR!Xfmj=*F;GM0w4nq-V|@VeIg%I&&*_GC>W9|!i)
zsl9EHiTJS=FxSYBQcvXVqtK=>vcZj@1W*B0NKBgWzl*-vo^+Hm5JA2%xAx&Q7Yn;a
z4i^hS4sP)77+Lcz6TTl<7VbNqr=TQ{tqj4O8@3Thw(_3C+O>prN$E8pyQTm?N|7GM
zR;!1zS%0%vuGd+fQAI`X2<|8^%R`0vn%rK}K<H;Kb}HZEBWz;(C9?0VjDO>0OJanL
zz^;IE>U2RyzsIDPB3lrgT04N=_PJ;$n~GQFI8cf>0g0$)_vjLV%C20nLuZ5k)-Ah@
znZwo008a-81H25WwtJ2x9t*2nZ#XjH-|MQg5`VPGP@0o>|IJ$#`2m^i*B&IoEVY1E
z>>`Y-KT*^qkfVTL+&p~RBn}u;O*yl6p1_;vrCBn?Fo5{R{b7iLE!($JH;0q32KpUE
zdO3K!7KjG@=4x}5Mi2@3t+|JY*L0%)K^6ItkvYAUXN^1BbWQNfFdv8a?ocHqLQV!f
z>N+DKS~~Mj95Wr7>=Ki5y@2bKG#N6%5e!@p1m32+f8DRQClxP}004OLe)|n|KWaY{
zF3bz_dDr@?`s6Lf=fJPCSUdscculy_T=@oA|H$fO{7J?T!pn*m&XcqxD=>SaVJSya
zvD$Ps9QiEtU*H{-o)5~tZ*}Pk9GVzc7nt09v_Ca?!!nHn&Iabwhb>d38s-h+jZf=P
zD>=&{9gpL|le#;z6*-(rv&e0B4Z8;>98EjI^R(M7aj1?Wni`nM=b7=$Yq@==F@;jP
zFrp6bH(js#WU(Z_?e25bMy)`aDY{eox-UW82@UF;@Y$C28h(wwcw~qbJGFbWh0lop
zT^<_@qZT%Ze#Ik`DK|n9mAt5ChxG9a=Uo~@o}78@^4R)z#BdinOi<%b?aQ&b>cTzQ
z_Kq*08s{NtS9YYnaxl8^U1wPV0xd@`CHlGi5E)rm%aLZ(QD7ur_k_jwF$tZ6H&XQW
z_Hm+36gs1?rX}6@vVB3XJyi%IzeG|?&Z|Jx&dCQ<(;<xgD!+NWcuB`&+woOVV!^2|
z-77)RkOGb;4H^!Bz|by7;0`LQf0ttw@wp<4TVK~Bc{|jSA_k-sU~hfQO6t6KrUO~1
z7RzjJF|;s->^bBcWh(*T@*RTzvlQZqzeirvIA{kTY0ok4-X%bC_NksfZzr>H0a1H`
zW%mR&30in!5}x72@Ouedx61=aBdW=EVEYxbh&4!ocJ@#kz~%~(h7?xve0+VnBnK5b
z)#%{n6EqTzV`s8i@uHEikYt^z`2|~hO5{YP%7RN<P}?#vPx3Kd-Ox(3#cy5xZGC#L
z)02u~fR&H@Mi~va_0H<4CadYW3wp4zZ<IFIsd<NdZWi}Fs4jKD!tH2_q{%2rLuH|J
znnX__ol%T=cClv)<#LKSX+%iJcKjWZMf=A%{5NWWyr-q;aAy$_A^J(I;ur8r@?54!
zmkh35k2*=BLAJ9cHntwdHYTJ=62NhcB?|nEv}!+IinGSWTBRHnW!M*-b!X2Sg9}P4
zMe^T-a$_<N;5Zkw4fqZ^NkR=%n#d_wXEsosh&dT68<;CMk)^kEo}N1A3s*56FJd0Z
zn__Zqs94sZ`YY4+sTD=#xL=m}V&635!ZzTlOdC)0bcc%kBuus(`Yz%STAF^H>uzGb
z*Ty9qGd@E4J|Wv#_`^kU61n?lq+~NF>-YCx%2W1>NzP+dNd1jhZWARAG<&*=?QTe&
zKTj@++AF$|0Muolf%Pqm)+&IR*j7ztU3!hPi`h@p>$XR)Vtwk}p^U4squHRwkv$M;
zJH+GeTj@Jx?+6tXeusOWgzlWutV+9G68;ON5?I@N)}%WX>!$NbndKzhY4lE?tdcso
zSvwmX>D!BY3xz17Vy<XiCd1*qD<i;$lLJIH$IHpVLV?B8wJPq$%%F`uYWb6n-@P8L
z@1oJS5p-BczwPZ|HAq7pZF&2u9Z7-rDQLI|4Wnyy&T5UvGVc-z3)buULIVhm=LN3Y
zd1Mq?(Cu&o!+A6w8TcC!k|E<=qZB?}lW|`dIXda7wVV^Ws%D5;4WWhmpJqC%Yt03#
z(S;zm@WtB|f$LiEP`#D?oC2r1bf%qp>M3U(;@UqRVr6>1K?!r-gr-=CE(P2STL<nv
zoMi-NX|i0*8K`JhOur4HXSeAgEXy^a<_f9pUDlL3sE;YXv`%dM4E6c(jO=)Sy7b1o
z?7DPB1&wFZbQ>CW&F%~!TVGU>)vIH+qSU{vCb)ww;00`vDEe?eH<LV8?pjXwPJQ}M
zd{c@RTv$t&C0gSmS`Q7p&I_*A!I3jZqV=94n8Xy~p5^NKgC$T$LIkSy0U<RUkQWce
z!j2Y<1}pjqo5yjI1Re<^s2Q^QDwPw}1V+>aKZD+Wu^pX!VLMM#MuN*}$Rme|8c(QG
zGNx*}oyRmS2RO$W-7cB`4dN6@Id)WH4TvsBrs_p&?=Em{IkDz1mg9c#r(W%kghWbB
z7kIs^GDE_5IW|G!Zr7)B?Yp{feQ{f~CNhYbDb*h|J-A#(J9FxG547%syUAhuOC_<n
zZH15?ZJ0>d3CGS(R6|=#fSYSb$c4U0>ph~DwnBehZe1~xmWo0f!Ey*px>nLagM^Tz
zwT=T|p2Vf4XkT<Gb+<P_Y<s(jyI3@s%;v&Z9mvToQfx_<muj4yiBt?+UZbUFbW%+7
zrc=`2tel>dl{9QBK~wPq)yBLh?WIwlID8zZ%W{m5{dvu`CEc^Pq78^Vy)e0k>2_Wy
z%o*hPGgl(^BtqvcUgG7sJP3DXQ4%U3{0QtzXOin7<!1)d2@@63ni~?Je3DE*Ci+(F
zYDdy_OMkpKsiSTvOV71g3r$BEz8R<kt>Mz1Os||frtJso4l{B_5R6TseJ+(FFB^I#
zw&~2K*!f{dOQiciqjfDlB(75*R&`u>VyH=<jT3mz{~4jZcdnn`ZnJnd=?|7YG3^Qa
za9Od|wr*Sg2Rn{FC$-KCY%`=`rMqjWcf1AX>g|!61dz~!;5Fpt170Q&!8TqgjyFwx
zapVs%Ni_iMBBT&3WSKmmrIAigW^;$hfb>E7l?hPu5`~k(7tZD~xm~J7rw%%gOm=Ah
zK(B%>e|@#nI79CnjX4E0qVc5vn#4B#b7zp4+1R|x*{5~VBn<7xMWE%<EkPNp4EutB
z3Z1eRg<Y)hyG-$RawFFlaGtRDSpvE!J&DKG#E;7ILog#lt&!7$vI`#=V=vt#JaUCI
zEsMvQ`GeXSZw;;2y8U+OLK}*op?(3B0YkS0I{!LiV5T~K$<(|P#;7N&YFw`NT4Q!U
zI*}y*bx~zFfN}=4acCWX$R!Vlr0)Y~hMD{rtMZI9+1q=YFc>~vz=H9*Uhi$@I89Y!
zpXwi-YI1&CzoXm|0qy>n+q=x-2YCs{C-1I{HKy#8f*kKM5i}y3SGq$j{O3zrg^edQ
z^CwE>Uc2)@yA;rI<T;jM;o*H9D-tdIhj%K&S32w#W?R?|L|mq6IB1}{R#x_R0}q3D
z1d?$}#dP<FiJp5K?0gNNO$w3`CVUanBB>PwqK^xoFB`Fb-9)E$bf_QpnX1Ff;?%-X
zG^8Oho^Kk2c~}zTP#*^gs1++|E~#4fa!kS+YTYOA(Uiw;9nf1xq+I8m6fTz49iFPf
z2OgX^u)k-5Lf-yl*GQSS)IQmJbv)$po^Qt$j-?l)vPl#8loO>~F9h>%dqu8Ep&HQC
z=6}S3Tk=T_Slp?Kw@T1R7acuEc7p(`xSYGyhjEj=+%QFDQKYgCS;WKO9GBV^D*53W
zQlPpjGUEsZvH%aW+TrPS<LjNHk!MYRI4FL1B)`Yyf5ct$KllawkU#46?<J7;4~^XH
zC}hNeZ~Xx32jEoxU#Q1_@oxVz9XUCe{wM1AFXZjt)FU&)f0>T|lHUH+%E9p$pEI#F
z{^#W1-rGM%|4BXm-vPb<FX~ZILP}grkXl$)NrUmfOLZb9PDYLv_Re;We^t4E@JK}{
z`u{iHk&%h{KYT|<roSehnuW2mxf6lbzXZd7IfhXGi~0Aj8~jto|BLzezd!8%;rtP3
z(f%D<T24+z0!Bs_b^;CtHXSH>NoNCV3nM{WGiwt9T1J-tg8taq|32V9)tcBk|Lyd*
z=YK+f931}^{Zt89{$5a*FtIQ*cZOnRWcwe`-#^X&0sS$s|0ndv_7B^sNbn!f-@jV^
zN2UK}`~HsaKiK5|0{#6Xc>Y(zKhWQQ2R8pF^!IN<@c$S3yK*=C8=%(Fe2S=p@I~f{
z9~i#vb%SUkV}QZje=1Tlr{zrO37IeQyHxNIfrwBlKa4;^=u*-n+pOp2#b@N>YkMRc
zpZTTzoNLA<%jy_|&Q%zhkd$H_usBxCAXuP3zXbr57nwSqf`E#Oj)sa#tbfQPvX{WX
zZ%wjw(%>2og5`YKFG}7aEPzoxg9;-Ec2T$hz($S)00~?mu|+_!MMM;kQ9;4Nx=b&?
z{6)*3Y84s~^f4IFh6U<au)iqK^}$7)gUg`S=iBq|q{16OLQ_-fR*ft75XwnhpqD}b
zKH4F$&5&EDSE3gLR<M_$`$sWQZ5cAip@WoY|LTes#`Ot7tb=>}0TO5%A{tpA=E1+s
zt1q`#Zq%P|74;dso&geF|2+8i^@>4ofN@*j4a1+601*LW95`b?BCvlG(Auq6L>isJ
zJ}A!@{Nfu90pvR#*gsg%@ApU2R|5jj6E!AGK(5YKFNGe+IHEssJVUR5jvB^65F$t~
z#p#Ry!#r@z7ThXyv_K$kEnrVG9N1z?Gyp?tA^$56!8HVXbXYAo&>M2W=nRv3`jWgn
zYGVa8OvoL<TZAI&9$b+A>~%MhAKVIP$g|knPg5YVy!@*iQ*O2`ktxNXj$B$Q)h#!e
z717(sF~k4>QvQ5mA`$_BE4u%iK&FT<8^e=J5Fme6&!jp`z_+bAJ3wp*AhbxY!74nG
zAABu3OmC}KKhW1t$AO+22>}9tr~rdM@FZdY(OU`EGEC5quF=d6?jEpulp#0@h`u=L
z>&X}xcceTE)Y*sJYYj2l9K+n)iX!@}aPLl2a>^W^e@}cG3jql&C6vDafuw+x6cEJc
z3YTBQJ^H&IC`?~C|ElPZMM+3t0pQsVLG9%i=-@?*HNZB1|32_{QxG2(_Y8yoOU_*n
zF%=<HUw6QFk0`*W%v;aY_YBpK!{?8W_<6R(A^o+xU(&PRYhN`);Y|+2C6AY3?fR^+
z5o+N3i#+tIoDFcNCj&+Q!qZNdCI*8lu@r^)WhQihEkxAz>l9hP@ZW-hu!tBCN_H9^
zH*BAkLL@+-Ov9fAK0DoNHCDNgR}wz22B<Li1G}_%YJoo{KnJKU^eEMY1!re-kWiB1
zL3*#R_4SZ0LG;y-{P`g&R467-R>Faa`YBkzwD5WjVL*1x-4b)ap^;F5MQ}Fz5HOIy
zMm`_E7^8j|f7)k#*M9JQWEs@U{I~M_><-C6!b>{1Roi+*{I?$TF7#GFV2*)<;wNYF
z37Ph$<@&jQT_mS<hVVrr(b2jMk!U=LOY67l@jtrFla4Q^wO3ffSGBR-_u5wzIXbfW
zNBk_DrOjlWv=K&Orh{VOG<~Za`Q-KI)r8I98dS=&6dbfJ2BoQ#cNr6-L3vquTV*Rp
ztu;WD;oUur;784L@GRR&+W}V#oH3GmfgzLWQubJ3zjUK=pD>xOp2L{{HFdZYmz1Th
zy>edri1bG|isKBZ?WkM?SMIsp=pMp7@+0t5%%4@IR7MmUw4RqtW%DO8jS6IBR(vf2
zhiPf-s}~XRMg-*zvL<>V&gfd+eK^kvc-`l=nk5x<OO2uidC_O^V$UKqIKJ^lfls<x
zaTe=|j#f7n4st*)^X@7imxt`*z?)q!MG`}M-kqrf_J>x7KzCU<YrI9I&|PO7bL4v&
z>^I|+S7)t{n2`q!TF)QFvxD#OE2grD)VIg<(r#yt6$7(GYqNxEy1!pePh=DSeY1La
z&c&5A>WlJY*)(;XVO~V83OM=eW`Bi{Xt<i%z1WcQFC}vLikeK<kVTZOc*I;cA4pHi
zWx_GhjgGKe-^|CiRZ;M=_a&Iq{ZcTOdRkX@!zEYxsb8vsDB87<a>V*Ahe{K-qb%L+
zO@aP*qqQ%y`r~&0;5VsCL6*q)`x3PnuO6gz63*s}=wP^w3sk!;_uB8X2XiA^62kPB
zq-nO~s$!w%B2#qeWWO}fwYlV-4kduNpX^(cuTqPeUd1xPcQz)nDlaPYrRzEA)aeai
z$jLu5WUijv9`h?cEE(On2R92GFjkvbhY<9Fs;uNvjb)wKxiO3lcmNl!I86v0FP*{c
z_&%hd8abnz>d+1iTjujSP9M4+Y8t4y#k+r^;?eY~=Ae&LpGU}J*x(gOKOB?NVR+_H
zsMw;Ah8+UglPU>OowsLEZM2-W?IMaSUyJve{Wd2)V~eY@HAK8-;T;3jkji}@I)3N9
zZoCksf+f;>r_63W<y_m;Y^ZOVD8epTkw!PS*D1SVtO=<Yr*J&fkIu{6=)GuLFa4@~
zl9IIo)nwkv0r_jU4B5MwN0oF8BoXG~%DQ@fP6_423~^}DUgbKoSFk!@y_|Bpty_{M
z%6<i2|B9zWt*%2pWvuY*9ypm#zY_?cAo(+11}m>wKRY0eGkpn~BNztRJ5qCWZgW%5
z3X)BLnnw5;HHVX9X&n?@!N0EDE>^A3EtDK`p^OD1OImBC6XC`5b@=h#L_e&|f61_b
z#-y=D&u<3jNp-JVGkDuWQ}CzT@R?zSU;k+Wy+EM$75vGOMAvg=PZs~vk}Q9pQYNxE
zMA1WTDpCgc1N&hp0^gX*W<YIVat;<At#kd}O%cTtYkt*u-tpo{Y<nC!6uvT5#bs-+
z^nE=uTbAFVQ+n5=GLcU$FvqI!T%=!sugaV}jbDO2QF`u7NEZDDK)jmTA`5GMUzN?+
zW5#SDS*R(L<xAV0kbK{OZzoCJC``yzCUgp>32XP8%LugqFB-8hN36<{8_G@8wKJPM
zRtvq^H^<0k?udy(d2@OmCQ7C#RfpwJa@Lon9^o*BhnS;xZFJ9AwYbE7v9_u<^L&^e
zo9;;TJ6+ed58)88wOlZvT)i@f$e@Eh8_(!HZ;z~#7D@k+l`00xigg#-j-&!DCH<RY
zNEFY3Q#+{fRV%V?hd6ye__f$?F_<=`d|`ult%>NTvJ&;^F`;U$*KP*v_<?tDmxn5>
zJBr%HH7KqGpL$(D-L81K0Hf&oKA6$Fvk=+Gbzn#!*7rp`Wxo<LUhx}^@^u=a%GEF7
zy8!ySg2va8a=*iU*=`lm?N>K1ZpKDhcaSZ7lh4#!GWYesUI6Tptg+|*x>B6#_3iBm
zkt8*Bv-jF%G5&jCpK)00#8S>NIacbK5SJ_mlnE01{0xtcgN&g>G6`HgNy<?vT4bj@
zv_^5oAge~i(*Z6HViNh^{dGja1ww)W-*ZX8!jYg0m_RRo8W0bEPg4`@GO{nu_FEo2
zeqjDcF?~hKXY!KM#nq%_e7phty0|d;GHjo1f?qneTOI}*XzxQ^V-v@QVh${9?Er^M
z6Ee0eMlLeG4-srsi_^i(yE~o$J0n5vMVqnzy)}Auc>h3BoTTbDmK1x!L<-x&%+?OR
z+<B~Cq$A-|hIE?FqU610jG+>yTLV-!4bzdk8KLztyvMe5<B0RgqKv}PDg>;5Bh|Ua
ze$FgLdLS+p4a?5K&u7!+GWQl~SIR7S^}Z<vnOxHTBFvs7Z^e8D&4`0o?CXEwB&5IS
z&91b$spYA-k`TVWVHWKp+J4ABlJnnKdkf$?c64jhc4B5`W@ct)W@d^xW{x>#W@d(%
z*)iKO#mvmK%}meE+%t3L{rArMZ`G?^Ewz@q)ly5lYTIk+TexF`!eVgg1C#3e4&}y<
zPOQ>;4TtT#T-M|JBhNxk?D`uwAbr2sJACUq3JCU*AR{x^Mw%Tx3H!l_6u&t3IFe=M
zuUtHaZbL;#J}5APs%+|ZkkazO+NG#!h^&W(cZ$Z(*6H4GF2e5q433aZ4i3`GBi+_r
zV`tuOG;-8Q$ZM7|-{-E{JmqjOMoAw6nrFDa4$ln3h7rSGvasrb_P(+JQ9@pK`=NLS
zxgt$PXK*U5Y~@eV?!gqDoX1}CqE)b$5@d_bjPB=J1UV9w!LDMtay|7{Kb}j7DWTOW
zd>dLquwDeIQX-OlO+zP3V9*ieS~=^rccoMz=FX}_r2;-~;xKDB+40j>9nc0A!Y{uY
z87m>po0HJ=q-E#fy@MB!J+vIW=iWuRy0*LtT*+9LtO0Hdq3ETHrn>BG6=m9Pb6L5o
zU}?`;md4S#+0WFg6F#M-b$lfUQ(NvMbJhMEYmlXH&{(GWJ82I?aMuMPj9RP)6#Z$>
zg^N3~bL5Q*av!;<PS*F0@7V{d(7Pz6sZWSg8naea-wuk3qAs{~x;TI1|JEgf@36mR
z9gBiLv|)0^eZDtH-Lzel7Ed$`-s#=xXfd~0OfGnVSmI9+E2jYqy*30iklvY#AtmH$
z-n-&U48k@?Pgtzdi*V1UogU##-*cchLh7TD;P9f_1I>={J;*GTCkCj@t}?eqlH+}y
zvZe?W!gt1Tx*U?zaHd1-33L%4D&BDbRU&kF{(>}*FObiNo{!A*Y@<T8%jvsOs(<Tf
zlKp+pH_)~>mCQcMo3!AK*Tl8nq#n%Mp81FV;PTLgZo4)e|4>pekBS=`8<$;$d0Ups
zJkQ?RWO#U;vU+W~#5qPP?EEaQVU*HS!7WtVpqM=3s9=PZ?L^cQvPMYgcOE5sQm-J|
zUZjhZVln(H@7Ez66RqZOWe*t8Lll%271fRiXCHJGRguv^q?`Qe8Mo2eQ5W_-%PqF%
zo*s+%5qhu3wA=VO&Jm-5JUoYpq-qQOd1Axo!(+ymxzhP?%^sEN@(w6j2gh>N{c5T=
zrLL62hJ9NGSX^Pr+$t1h+0E|4-g~Q57aBY7L#<@|lcCOj{??KakU`wY;?qRAO|W8)
z5r~@m>Bev|-Mw_T{DiFq?c&}pRHM@AfHs4*(QS6$r}ILj5$w*968XVxbu2R(?x_-w
zx;Qka!K9&vraL$`8&$;J{kg)YCLWWkwZ`u^HNKs#7HBuL1mNV`T$}2USLZhO1)3*w
zy1g+!<LgR+TEd&HPtH>DAOnDU^?G2Vtq&(mD<J)>@Rc4UH9q64CisIMf6g8O<xmfm
zR49cBlG^o3C6rwpDY5Zj7?i;zX{XH78}DP8;UdyX@M9d;wGHn_-7~lij^$!xa*D?W
z;}5JHYi-5#nu-!)r<$9sHVM>OIJKjc1r1HE#F(^op{`5AU)^3wR-^usFa0%%xWz6X
zNX2I7!4r9ANm1f^c0!5o*9?Gdb8K-&!;hr8d=)*>jurR2;rmwz(B-MR{$XrckslR`
z{gTMp0@1LW^Ln~fd?*>Lhx9Q#TBigCJ_mX_W|_}`mgE=Dsi>mIvx{r-RY5*-tPFHe
znN3pd?H<3NN@I1sB3{~JU+%R+zO+QJ(((y8xWqQKE1YpT-_S_kf;y!X1(VhE8v22I
zGwkZE=jRt|ekKX&VxwxlrljM5XV>T*+C}~5qFz3D>L|j)AzC_)qES^AcDXCt&ab)I
zl4LPAykoO>B%g{AZ4wh)Z=sXnPBx9Mv85mLVvXb}v~?2dt@G{=ZsaKa(`3W=^fXLI
z^V2Ydw;>_xkj$G$9&C^`z~bG<3Bou~sOQI<v*AF8=pt{>`8f`aGEG)0^E(&Ps!=2Y
zV&*@ykD#qx?K-Sp#Eda5!^FB6Hy!uTG9S5JnMM|?@Qdd=*rgIEXW=w;d0nU0$r7_3
zDXb{zwf&Yi)N^Lnkb7g<QY!uw7D2l9M%NL5TFo=~Ec+Vyq$`|Hx7)c@e2}=HoY5q3
zZWyum1zt0+>`v;qRMvsPl3W?-l<hjVOAG4MUh>TQEXF-}mxjtvPU~vdnOsZ;@FN?#
zI2^ioEb>%K>)9Kkz3^O{*0c?(Q#5$1duY@3qJ10O)><NeDWp^kzs~3!H)+IDbOnx{
z6_?M1O}1mXkk1`?9WWSyq$<V!C4Jxkby768T+W}rDLdjs#+A?T`*C*}tI*Ldhwiou
zAb*1A*=gUEHb9m>7mlG;hS`A*oTv{9)u;-_>w$RtJb!L!^?ElkPkH^gy}aR8$L^Ur
zm11OpJ3_-zRHTJB$xADG<M@{<$SgD9?rtXOwt_L<4hPmLWjhkj!Drix$Tji8``}n7
zh_)n;BQSbOtUZn~z{@Jw9V{eVpI#xpC7IExjzs@mKx)AmZ!ol48J`R1H2cslkQo+R
z%Z-J!+3hd6KD)uGsn`-fxi=7^-|H%KPdpz*n_l+4+9$Z_Mq5sD8kM($Ev_iozP9a?
z-pW`*FFBPoe&3BlnzNlJi(5LD$0PZ)yHkDSd?wc3Iy%Cy@=^+xwznL;m+-|>Lh-h7
z4U+-^)xiW+beS+Q!TK=vmlO<OQ=?yVHVF<+gmFG{V^)Qv2`C};zR$by5ic;OkK%=p
zMq}EM(fD-QmbDz;l+x9fSixVk+k3$xZ7Rv?Fo!@T@xGQNcm4XUlF83tu42zkaGB}#
z+hf)~R$8};x8B@dfHUme?X_7!*nIqV>1LKszB6>^T+OPQQw`KbCuQdP7RvMGqv_&d
zM16BzjPxyg&HAq|Ihr<EQCGXJ8Ml7#+fOKkLf1a8Qo<K$O`<#cq5Hv4W-TdgxeF#}
zM}q5(Xs?P3azUfLws=g3Z$VWfZ&P2xS$D408pO0n?e-_32&PIJv=9j+RE;Km<t!SF
zBU4<k*OV5^{kB@qfrZd{ITK(Dezq`bcIu!Jwo+hv5>35Ni4-|u6tEg_!*JR8wITMo
zoDh!6P4~`vn2Yg6Mhb8fB$2f@{W^7B*DLKBCAS9^oZ>8O-_#2QtK3q^fC05)EDy_%
zi93jG2S>iGX`1D6>0r$^<mG7<mo>RP%USDtE4r%}Ak^fd(Iyeb6;hCDpIP$EMF@!f
zsg0X|Xs-wswRu=3*>V~)ftMcMX2@q@lfFBj_#Sg&f&_LA5`1j}e!x2Vv!uc)dTMoq
z3JZjaaw1P<mAlIT5$dwR9%9;yTcgoW*Oy*<eX3YX!HlrJ)Zn)5Fib=I!anKoz7lYU
z6=3I3+0`F?cT?+@Dpg~vqrNqwY8uid`!|N6^Qm~sXpOC(W4!U`g}m3seqh!eviEpf
zI?(nQ(4{giCF*bh6otlKO^uJ~9z$j7J1eekqWk#Wgyx^P1Xx)dcP30g7AbCt0SBPF
zf@bb^W8Fx{s8Pg3>Xx?Vs|K^7E)hM|2kR7oQjOvq#fTBsO1V#FZa)WcbUtwb-->bh
zorUXF;JKBF?G+8gfa84y&%RqtK;z4%wbFMrxK;{=_+07?O%VepnIPs!To_HG4ZBOO
z5G9`6Ff(sQd2KMY7YFffo-si1X=mJss%nn(tQ@9bM_7lZvn2sV)oCkAW9~AL_n}Wo
zDp^`^nb=D0cBkRBM^=|*#=U!+wS~hpfyZ*rnQUMJGadtP#EGJ^{#%;LOXn*Vp#vHV
zpvbptOfbXBDoX;TH_>k*;o-Cz*+M!eLJ#Jy(w-Qyk}1l!#yx-4B8shUp>F08=Bi)@
z_4oY1QwA($fjZn5j;~qVMO1@({gF2l*gjGmaf*$sQY<ABsBcSS)n20Qgrmr_QG*Xo
zl2+fmj`Mzwe?z$KeMN=TCflzgefljxXsJaU+ZhM%0b8@-71XjHAgrzIESs!B>6$Tj
zZfzuud)r2zZP#e0x@Z$RESD8!1_QC73@}LXq&lt`bUe<-tcUhh!Jt5MJS4RWqO*-N
zluF-ghv+3T2QV~-aa73N;vJ-xPs4>v=|n&_TX-YX#UzE8e^%oGr68AkN{jAeR2)-9
zw+R|gj4kW{#xae=kLDvCi$j5d)0~z&9^gXVAk$EsW;-9tB`wggNcJhv+lL~Wl4%Jb
z);MKGv)@rX-mKHkOQkQb5^iWkV-;s;JyvlkylLF&Yk<H}@9vi*M<xtko(bJ?GhUi^
z%bLrC8A+_}xS4y4nFkV6TMOIdVU5vX(t*AMG^Br5M2<9_*F=d<#n`NQVR)Fm0Ki*L
zdNeNqRYzcltVA1f>@?U%g$EA;B7P0Iyql4l22^J^otB1#j;ts#y=W)>Y9KjOWpWx<
zJr`*|zSOBkQtiNHbMJpxIN&}m2m>fi8h(Y&lrOs5z0)nEK|G=j=lr~4a>vm#KcloO
zPW&m&^yGr_QL>}cF|)R#l(k_kXcTGbB&f&Un3DxBg^_EJUKKI;X#il{?qz1{E)*Ge
z$Yb}kr0Z=2wJTBSwL?(zx<W8z2B&#^l_fs)WS}~A846|ER0dZLjM#fc;RaWopVtK2
zKEq>GFz7*ju;zjz@p4R7P8$^0tbViGjT(ScU8=Qb_Cs2)fW&8=FQt*j2OBZd*L8OD
z(P5nQ7>9rTA^}s*3!}uN+f-}|ct*o=Fsq4QXp&zt>gT*rrzgLM?5p<I)7I*(!PjuL
zx?Q`zu2-dl*#ykMd-Ic#M=EX!Rf5G9Z=~g0NEGTkz0*QuXhG-;bS~ccM!?2(#Fo#_
z5DeGm#WM?zzzAIz!K-dPV^(L=cI@fscD<Dsv!>9iJS>v-F^pMPs3KPK9gEU^`@#a5
zSvcDfIp3w4ONNBrAqP9B-NeMEn{Mc+!vg<pyk+IY%w=Xv{%zXE!;o4;x@Su`-l4Ln
zP(L2VU0ul5Vd~J@CPu{Y@E{*uQjBgVEF$}M_jLb*c_PkyUmA}j)2sm{QZb14l{21c
z6TBNnX!TrElJ~Gz7XZQLI`G1xYy7jM?#7BQ3<)E{BceOwh5{W}^~yF<(d0#2zHb8q
zo7ao=O`x1jxP(2b86BG_X|Z^8(PkSJN**jGi?6<yRoJApo^`FL4+P4~qbL=)Xj81{
zaxX)`6@C0L`#tP)XA`9G`;KrzOI5WMb7{N%y#Y%k*T$X3!jkEVDpOXx?9PRCB$YS;
zSS#An!J_aTs*H|^F)gw>U{474qpNCuMjI<2vch;ev2@fO8O>shbw}%FI^c@gsARlW
zbv!r0^}{EF$2qsm&#LHGU#o5x67Q_tVj~`X%!)L}>(Li7niK@Kg-!j-@tD~i_qW?i
zlzvSgHMr)M@$(8jcs%VectIVX#T)>_=`+zhSVIfC%df_sVjm)}X9Cl{ZQjn0B?LKz
zhFMwDpGq^&GR>W9f0Y|fCI}XS-5&cKLWKtAY#yZCEH@r^i*L_#mEGj3mn4IbHl|+b
zh*2BY^&NVEd-sk@wnYssWA6KQ%WXmb=IQ>R)c~?=f4I3(5=!c7b*)@@u2OPqcVHT5
zH7ELw%5)SMkZ+R-CimO%XQ-hbv|2!7RhXd1zO=Z0WrQL8CzjkE8f54zqor}>eKT<m
zrvzf5mAd4p(Mv$2sP8WQVIJa_Yw|(^8a+e+MyQiDLf}5FW8b>_8)3f(QPl86()IDJ
z%G1CyREEq7rZyRx)2_DMpeN24Iofv7&i-=NDs|`JT7YbhcMD(Zu8P~<P2;EW1<cuR
zd1DL{_21#7Ri_g@`8i5(mmBAZ0DHKl`jGeU|H!W$d5@`U)<$cNCZz5-n7k&-Tici-
zlQg+iIt)^ccj+Fsn^jjv%E^21Ylj%$lIcaj62!*;zHJOlI1!LC-98~MwDV=@(~I<7
zm%_Wg75#X@GEiBHKR$l)B+{3rL`X#6H`{$^;>=?)N3}GeKVw;}fbo&KtE8;90kmrx
zv!C({y?f(+e(EHPr7h~U%hd??$XS*vd-fn6^qoxZaOk35_ZbGl7C1zw5JW(z^=fM)
zrYi_I37`$VBi`BR8Ek1nzc*aLgbpg)$KaS)Y*lEfUfDCiNFi?Okm7s{f-~DV?x7FR
zk39KyPV@lpGx-L4Klb|#0gpfeV*xk71+=X#<{3S~$E4)Hqq6@pB4lS`W&RgA{g)3R
zBMTeTztF$vX*MP%mVcpt8KC{0$o}j8e`kgN6Ok>ZsPe9!`9oyC6Sp6ZYk%jl+5Z@-
z{a^FgA5^f6p`(+qh2d9%_s;%}$7W&wa9;ax8T|k0^S^HCqX+-Sq5m1&U(E7{ndAR4
z{y*<S&d}zg=HK7be@me=zO&&RYy^x<?_@UzBg22B&^iB3p?|pG2^-q~gDWRs<7E0L
zh5pW(|BFI@zvmxbc`Wbn-zaqUf1}XZ|KWM}Hwyg^^4CEBqR{`$$3GeKcdtD5|8m0n
z#|7^cI{P0H!~2Yy+L}9AynE%n^ZtKG_Wv)hyi+$<mFeX<THOdD+=7rb&uXPY=`&Gb
zBq0h&lH9wsaEVwVso1sf?<%E466gvdiml(S^`7&xJjY$nJng*B&e-*s#4eYuDm!ko
z94A_s#W*x!Wk0JDNPr*cl7J9XP>~RUt4y>1hyxD${vA5>`*&atPT5Ti^#grFpkhvx
zpkQLeuWywCu%MuZHH^*(VA{peB0$bOx_)_E0*aKJik6&+h&d_Wztc2Mp9zsj!Ii*W
z`U`)16cWHC0SN=MFC$#_R<ut+25TGb!t>)X(90>QsHp#Wb|`?#P5}i6M)>WKAOd*?
zwv7m52Z}||e^VjitgB%|(Z0uEWj8RWqoX58z}AA01gfZy8t6LMIOE%Z0t?D6Xb_Mu
zFxc9s7Qr_lG!T0b+02ateh1_N;sNYHe~=%*>Kqth0><WUL<9;b2yGm{MYQ29HsC~`
zDd(P)34or%v2#jd4%Sa!(_YFEaV|WWAYjB=TLKU|?LWgDK)42hzygjS4ZRpZ1Q0+j
z%Mo_M#EhCgU4nG$3c@Y;uXBR~pOs+%3u;8Y`iFq!ZvZgr5wHM{(0S+8Y#K?d2nehN
z>DVZKf}ec+R6_D|3}BFUsh{^vbP*)%0^jsMiF1H#-G@WIQ?E6cAb?HCSvBxi%I;vG
zw>|>}7zHH}H7O|}G>97@A@84ZJzY!bkFCOfU2%C`JsO|=UI7xWImBq6Sr7ma{XW3Y
zlLYh>2mzOYV2^KieO=K&d3gd5I1#{H0*3aVH?jc>3^NxK7@qeO&G5g)K2ysn<_uNe
zt;@S;;0nb+sIU9}^3ATUX=x404WoR+zxQoYQWbp!dI9Yh{pMdA7bl>oh$)#<Ur)nu
zzP|h{`>X5co2>za{~M_8PWEg)Vw6PA2|kR*<!eyyakS|-9$)t`^!qdF6=9<W7|_dS
zVsC9kNkoQQ;p?|0pr886udc0cv%9`=ufDbiRmJ7Uc6)9<%C}twg0}YR>s?SaO1FIm
zHo4J#X`e2#3(<b-SAks~2ou`NH@%I1F&5D9EFmz^2!#%lf(Vs(-b9M(gue3=g4x8V
znZ_r42~B@t%Av*qW);cX?6So<p*cCdd=hvaH<X2O>0YC<sL=8)&e2eQ;oii8U_iPY
z@ivN65<q|gy#)PkuuC1R>eodvSA<Y9VdwoRC<s9UrjZvRoDt#Ry9lrkZaIenM&N)^
zaK3KMe9Uz9&RKIw3WWj&h<|sD(=#&ilRC`S#v}K$??N~v*fA~w)aBitPdA8Xo`MGP
zn+qt~VAnvG9W2ERI24#yikSZ{amF$6lH3<njCRoEbwuxnCB$^2S#;vi%{2GDvjSII
zZO0zr8{mSYTZN)cYt5N^C!kO3(ea4*%kwR{+06A>M)oX^XsWKCufXN+^m}tg5lDEg
zRk)a4V!fVn5s?o+VS``;#L=eFW2aWP%4exXlW`AJtrlT(uxswWN3aF}$Ct#-|L{Y%
z>;H9udNubei6#`p^lD*RW!d@~i5@S@sbVQf!1bujB0k~9#phMl)>psiUeC`~K2k*$
zg%me28_sG?;Rp!#rdKD^j0G;aY$sMr(*p{7)v<}9YT`bpGYg)rmR9!|13?$i(03XF
z?wWp9i$uY^;4~_C03if|>+*QC4_nn1sPw(jrhg|ud19~0dCooUdr~4Wu975h0MetV
zq|FmFQq*1qd?MJ4M5yHD;VwU1(|vuX3!AOFpP*3!=wiUgE)`fgAL(u%(_`s1j_1P+
zE>i5Al34#bV`E^N*eptnBV&Ch_?U^B&w*1Fb`f#wF14=(t<%}h;!=N}ULGy^?$zGN
z3xt!*nz>J`MCYbYXv>al6rGHN{&jI81_%_P2JDbOPSFY_mna=oUGehJVfm>_y)u`&
z=EiTVA9Q^~D~*K0=i42}uL|~bzmJUmj?Tr#414L(Cts|<c88uKt!A=J;cwgozx}<`
zr7eLD(|NV}&I;U$_2u&>=#LFFf&;t_4bL+`Bu7Re-}d(*3(f$ZepLyTTj+dYkQM12
zFoY+iSFpj(<q8Q-B3C6yyKBAoq+7H6G@MjN=$PP--r*F#k6b(kDTjM*jGOrDnK+^t
zMkz%r<Ru07LKyTC7dHEr)wL#WXM>MAVb;toIrPjezH8Av5MIw&$7CCPR%F5)&I%xu
zf3$Cv$c!ldA*g7!-4fuI6}`ZW?>N;RpEyJc*&fj|(&H+>D>b{b=oGFUJN_bIfxI{H
zr8*@krykfg;!{l!W$o(y{aOcqfrpD~_`}vE+!5SwJ_=I4mrhw&T~Bg%wdPj+aVvTO
zxwhdX%y3;}4F46KZ|T2qSW@VbI*${yX2@;H*N<j4yxkH<K{T!8d7MX*B5tTd9T;&4
z^XcPap3=mmeMoq*NS!G}a2hMAX60;HP~WY|F8l~oHdnT(x2<Y900qXss%^V(2&<+#
zi5Q}S&vGxd%<KZ?bis!oIG9C9$nG6QY?@U&D$h*}w%AWk@MTtUhDqSvrR7hmoI`rq
z+c$p?F%+n0fVuz+?uuF$VK9wInjXK60@}&2AM`5cGe|W~!{4KJevd&uYOHG{A)QiX
z-LV|N{vzZ{aHzPDuh&$1QuqyI=@-V~4LcrzuRes+*U_~@4gE`u+)yy~+VrG$1P>8)
zoEkgfWJ8WF{LZB>RV@qA(uis~SF!DK-JYyY=!EGb`xW^9WHpM-&QC7YnYd=Sy5F<y
zcHEENM96EN5gioxM0Z2TD+<d2sO5-{yCQLBXFQ<x2}YZ|&1^La%%;VLk|i-VBOn{O
z0Lm!E&>tvA!8gSmx8Z)duwAdr(^;R?f-Ly-vAAa!pV9gDg^3E2Ms4o#aOQB&<TNgS
zg7-O+7DkE=>yNZoSp}JdUy^Qj$O+Qwi}^-vz&(Z8t<$mceqm&pN|pN|YGk$BXl3fP
z-(qLQR!*jX)RUSm)mh5zdcg2fw^LKP2Br@!Zz~et$p~TLIvI{Wg&Cn-D4y)Sor9C%
zYFA5XnApcvKV)}OR5JFXy-%s6?L}+4!{+YlE4->R0Vw62^~o>}tE<uVzAI<<PEu)c
zM<`t+uqbsJ$7iv_m*7akV|;omPgV>PBd*hU$>n*i0sKLFidUG8jHav|Z-nB{fKXZ}
zw~D&CanJQx?zG-uQ+Mw5=Uhtnu}~D{2x8I=)9kI{VtEL<b9D5FxGviDz&7<m%N(GN
z0oR@+o~d?*Q)BK>OLhgarl>mEyTx8@a|$Z?WznRmkVASy(a1-ak&IUvhF?)rgKF}J
zYvPFkeO;UT3R*jzI9T_!#jh3CV&BTwLL1(M-88LxPB31Q2IV~sa0$QVO5SCNm|k!i
z#?(Ljo>9>c{?a<Z=&;a7;MdujGQ+X`poG|AN6U0vsH3+7VdVtEnf^$mkTn(QZO7l1
zj$O<;A_Oa7bsYX~cjbr)S5F78Ho2l7QEcPz>V(x=-%^i|Xz7LWOG&xoYRV>rx}~#o
z-Ill&!w?bA#S=)U`C2Eg{4@z=d3Pc;<XHTOc~*R%sDH3-+gYtmo|5Cy9DKj*>UPF5
zp`9N?KM*cZLp(rlSCMw)ny!;gBzb)JB8#MkcRI#{y#IBotqo-k%_(jWk%QbhH`0uP
z)ZsXu@pLNkV3%M^RyXAUZoj3~utE5s^0~5DcxAX~o~E*^@P*4$WnZvwatsCBUXA%%
zQ-G?4UumMx=}WVy$yGqLL%{}OUbjr*#Hu0A{TivO?ORD?p`zhul&=|ys${Y1m`=#7
zl-2%;WJ)Z3wqvqZ`wJZmdRPZLzVTD}cMFOD4?l`Wt^mOhk`<5=cK+|alDj1avS}_!
z-t3V;Y2~P*gWe`0F3Xy8jmyi%dxz8Rm&L~7(&BguXEPE5s0wo~{$;<xq4q=@)7uAl
zaq@KC!;$ojv(?1;s>c(K8?W0lG|EbJ4?Pa&osuIRsuCmjIPaQUnm1fsn};2Wa|GrV
z5`WqT=!#$ni;Z$;iGq+S(hHl>G0qbWH1oP*G1_2}t&Vu90yyo)&V3#az{g5hPOlR`
zmF+O5U*YdQd5oXA&-vVMA#y4Rmovk(4X!@AHy&#<@8;UbpD-}BP*<4YOdc~<3reu2
zeY>(pF`U6QA9f*U|DlNaY2pW&L{Pf=>dWY=($YlU3q6(qmgbEL95egTZ;+cogTs1?
zbxmQ9UyIubG%>qEA&SA>%6NPCxztl$+4*kC^LPkg#D~f?^K?1agr~qibkpBPW~hP^
z72|-&7O+->t9CJ%YiD@BT9H-Nu(?5<BwuxB=MDNF6h*FFF>E8vIc55PiuK`ft+4>U
z5B*ZzLf6S@1^2^J^)AfH&8}cJ+=$7B=kn?vV;+6o`@yKcO1=|g9`faLq<_7QL}{e=
zo@8YsAKz0MIk&rhYR334;X_S^OnG|XczeA^Ey1F0^3;{IuVzGSg(r6A;Dm|0WKsS%
zV1z3PO)b}!m0u(1*Mw;3%CO-yF)!H$6QTos6>0`HKyN%h|47!lg>-TI!e=R&@zcw_
z6?UBz!3}o5M^KCH7vM4=;df)6xR~P4z~_Wv&nxY9QV(MBoI@fl*>yPvPCGQVZDnqJ
zg~~6$5OL8vR$}<iqm^Y5Q$XZ(S>|!7KJFBz5}g;D2e=J<p3a>x-fF)~`mI!q&Cz!u
zN8<;SWj{?ZYrXU)n9E3RU!=y&Oa)Ijkfcp)T_t)*xL^a&%KGQwLWjewn#rVg0d<C0
z;i3+sJ4mJY#Y=#?tHmMyhsM_Y8@Vs9AZpHv)*fnoIL$1bsHfZ+N3B1<NBCx?<(<=Z
zw&03;=Gx0KjzDlSA?cz4QO<H4ukFZb>_}JE2k>G*srZ;t2&LdC*<$&ent7;}!qDs@
z$-}v&ur$uF=+c+)(d*iCUBFcX0_g5&=gy|#Z-uzzZ<zCK)YG9&V~!C+uY0PimvC6&
zGtJPrjg*cqBZMyFB`D$`ORD)EP$_j`Ixs?iAIXf-an%Y2BJzIeZ?eE3NGYd+5h{n2
zHKCkO%WRlEY*T>i+V=%penax!S*ZbG?osTu{3@<7A-e2Cc~jmXz7@$P9Yvku?3IsO
zjiqit#@I;D(EGZf3)g*DF5$!~pFXwrXg*L=xg24MvsbXly$NZpYatAc+)SZ?SdWvN
z{In<Kvc`=&f3jGH*5Uy*^8&SHraMwh&q+jR5T$2p@s_+1^IIyWs5&t$Ph2LI)FG?B
z%5pTby8RZP3Iry~J&B}G!weybt`^XSbrS}54!TLEFX@vyt3#;^{e(eTeTj>D-Gush
z_ycA$EGvnfG#VQ-!W)bjRyV=7WCXNhp46lrKH=AN_&1;LnNnn|M8oPg*gL<&DX$=A
zSi(mFX^GZ!fI8W-t8slM8CI1R@GiO3RlLJecm)za*8-pCsllLr*Y_TO^vF1NCpYr3
z&z_HY9I~~jTp-*xb>`l(8fBuLzA6Y6)(NI(_V(TdXDKQJ#HR!OP#{^F*U*ZS%k+9y
zm>1ZqNOP24pUZu_(pnzug!4PuLq1r7Rg<rVatik4Bz;UFCGLC-NHl#rX7U+JM92`r
zXo>gOgD_VP_@$dMBW`4U_8^*)R`S)(DMO6H6m={E0lS)xGR8x`o)^~O3hO6hC(9}p
zsLso1fm7R;4l&O=t-a|aS6Wsr81(5uPS{YCqoZuBM?kxm&eZ*ActD{uVpsC*?;;bI
z!|=JlS&WX#?9B-ZLN`Y@DtX68_l5Y<1WE<%Mi$jf)AhY3`Yry6{^LtzRSKD6!KN=K
z-pso=v7KhmYj(SXlJV+cb|M{OqN%})84YHV3i!%QYsID^*}5K@rA(T?<n7kpe|H}_
zwosy5wsNqm1iBuRznj&^o~D1}jO$N{Hrw1{?FALHUjd3M0nJSD7ll3bBSTm-*MRof
z;rQMZpW*K)?B;8#`7(FK?Uz3nIFB8j@W{k-br#Yf*%1h-qi=0F$?kZDorhk5{HTF+
zs7A4^rr}FUM(qmsxXG`nj_I|*+iFvosNaULn1Xf7Nz5;rp<Am;4<fm1G+-Oc0#ziF
zZws%?<~HOP;vsci3XqiD&mm}ga(O#9b1stOM2#_04M=R>%<#P}4xHVN&R_9IYP@x|
z-^XP}nv;ym3|+)8YH0O%Do)0XQqm$wfBt&adyy^B0+;v%3MIMF8ck<x7pEAJ*9deS
zqfTLyV0+A@tMyjZeEu-htAt(E@8W=&J9w{y^@7=8BRHo{NJc1>3zwTt`yL(_NVSv_
zKUJZhtTFs~W@a&F6G#&i@=Bf8(*rg1hbSdp0ZnXH@%~uIU4KM1T`=BH?fo4;=zXGJ
zt2M}Yh@ERcFdnyV#{Kur9T1bn8!ezApX}?JzA`t(ftJ>)_;))f@-|>%>tCrH1V}hT
zDxD#w35dhYb*sqtSl=h$SBI!y(tT$0SbQ>HCj&ycb#~q3we$hPy3-_8^%trnV*i>i
z@vQHNm12cMFIHI5f)7PtiJ-(NEQQ<TG6Vt%NmX)s$ICUeI;O9a#;62L0ais0+s-(N
zf!!nOjQDnM>t8X@g-M!PIqmv0JYBHBlL$APrkr+Ry>H)RazxQUE6E=83r1mobIloE
zi~~Trwe(21M2xQ>n{-4?%CCiaY<?HiS4|eSARDU366K^#9d`((9_&jm+MzO({t`??
zT1A4EZ}?)4x>$39FjV&XYTLADH-X=DEMGi1_%bP<q+%H9Tdsy@V#i^l!cQd*o`lDI
zs;>+h3S~lRaF;EBjB-u%gk`H~^PiM0XuB*(vz)xv?fuon<RVPwt{FHJ;FA>k-yuDx
zQ>f(VGRncYFN@_nxBWRwy*RS5x@7Ak+`Z3BPKiTiMxqDjmM_XqYt_z6Q@tm#J&2or
z>rBV%jwRztUru%^+aaG|9JW?y<TY1I<98w!99({7Z#Hup1*-vlQ1ilB#H!KuEYM=j
zp!8+Gjgxb}C~4fD^$x#t07bgR!Opfz{xNH_t5Vunid84)FKK~4?boZuZ{Y#6i|>gV
zJgrxk4)x{0yP%()272hA9-BZZ{4|{oVf49=N7amH%lhiIQMyDL!I{)5jRAY}QRN7-
z$|8chcPub)Bw&G@J76!P*>eZ=+jMHw6WErBbO<w%me&z{XjdXmJ8B%!jWM|p_tks+
ziOcp>hzcnPOXK-3+;>t?%XiQ+WrPJOG!?TRakj634Js4V{RD*R!D|;Cf$xdy&TR8;
z&tv2{2uceoWF(HfO9%U$D#H`Ov$vB0gW*hcMPK?$3Da){CxSedu`Z+8qNNpt8a6DV
z8m<>aPrb(3(dCPzGwD@5kZQ+VrnEVsG!sEVA{T`u%U`(nOJ6{B9*J)}`n0f{oTEl>
zX!{@}?VXcU;&4Bu?1VLVQmT}OJlIYkeYwqnygHmA-vd3@v<?Wo6*4uS$(~)fR+=*X
zrf=`Wh;(_C32>DC6wn^>@cj(>&|S-Qc0<lW9%@Iv1paq|^1f|jzX*jFSm4ACi!<^b
zY%e)Y_|>3Vo>gnmsT_JRh*`vM?XmXmq57W{g<hXt<=0$H#_ALBZQbTn_^54A=zu6F
zLbl#_DW<L~DdMhnK2<qjL>f|RsbWHs6uDn@5X&}70Ct#%<%jk!)0itPTj|H{%o-El
z_p9;>A=8gK%VKy9(Ta~ArBy`(Uu*e#-1+3ZBHcrYG$g*DJ@{zfU1%56Eg}2WB~kKD
zN2V*ypRAX5VDW5d28qF$aMl=4U91Btl2<ofs3CTPjdUPc`#PSuZtw=B!$X9xxtw*I
zd6jRAFFF-HPa7o=lkqYR7dP3qid%-jRt=%8w@peC!8Yb_hReQ@*dGkYpF^AXf_S4&
z(4tVI^BnrnWg{}8kH%!f)%B`5?pw5Q@n+|||JIpg9A51XjibPe$3N*YP&OlK=r3zQ
zr^ycp3t_5uu!02)nrJ-)%6m*o6*(lV@VLR8tArwUYN%t;otA^;Zm<w|c1+BH-oe!m
zrzJ?8JW&hJ;a?5L=pu^GuJWJ|z)+MaY?11@^KKcey_8+FHR@Ft?-l8|mQ^eG1tReq
zJciYtc^k-KMd?pRvvuJ1Q*SlnuUWDS!|XTBS96xspRy++Y?`bpz%^N$3qQ`Y&bemZ
zg{Na^(Tw8#O5=8&h+m|!z+vFCC8&f08+Ovnyy20;=~DF44i3xV)DSnE?|M3M>2l+{
z@;@X^-!c1~V(lWn%U!rl8(y?#Wg)!oKNB|(ceP_26ko=mr!=6likQp5c{=OBogetc
z9dK@X{aKsP)23l0N<OG3++5a?8SIX~b3gsg1K4s!%l&D4RbbNNpve#ahm#jh9?{hO
z9SAF4M%fmHqlBzBj%;Uy+l7rOy0iM4hvv9OKzrCCG?A7fLdnY%L)ZfOhAi+2%C_2i
z$J!LTf%WZhMS1Cnv_y1s^InPvmHw30&7_TZdoOR?ZTErZ&K(&NoXe{Fkh3b!U0}gh
za8XDu#;>RcZN!6eZFf9!W&<RSVb<1(XlRwy9ZM2(gsCx;Byw8d>mQgyYY+W2$#tLX
ze-v|JHpEiXO&fAYyWi_cOj|JAk@t$T3(FG&qO1-lKWD)&m;H|SP&+9=pdMNl13>KQ
z++PTl89kGI2`y)#bo2J&+vAmCs5?Z=xs8O!4KFd<Xtd<l|9Xu5CAGZ28v5SIvIOz;
zOu?V!5)uAP3OA*ROUamvQe(BPrI^C>sFCLcz>r#6jhb|ZtchJyth~Dt$I;RlvYe{k
zAth03rtGNYKJD1$&p70h_uV;><slqrm^U_n+T5xZ*RY74UE~^nVxcwP{XB7QxWpQ5
z047AX?5q(N)oQ7v0LuwY`sD3;v*tVa5&dc;m!CIvm+&03qfIt@6)ADIXZ=b{P*`+Z
zbD|s6&|03k{E9*tGlQ#;<{lY<R-H4bceTa5U@9Ae`E=o7ii%UMS3>u+aF|}jNsAw^
zVLH;zW@^ijpmI%ba$(H#7!%x>jOQWZCxl!qF@^bDQ!{$dQMSwNXrO!Bp@u*c4Cz&t
z?|MA-syrWgmicd53w}oq9L@)&xrtO&JdTmRRvr3;o0wM56$Fz*D&iKK-wP@ot?$-L
zJ1G0^_e|S8ZZ}h9R;?LHfI-u!yK-q)67`pvR{J|{il<?6hqKj)b;c}Y-y|Yg97!k~
z)8*}gK)A$N^Z`n{A#m-4g4Yv`?&X#W8w7H?t}4eqhT!DBs%yU9r^Wba85mS*GVxLE
z_O@@{y;gN5%{uF_?AUl4u|M_v#yW&(*9uyWqSN>&0H`cx$DG{0Ut};u=&nF2`@0d&
zIDd7V>lR(!f?^>kL3K0BZ8+#HPs74)3m>;9U@Cm6ao0@O#93mJq1_S|tpfN6F0Iex
z^QJC0(N6bERHZm|qI~11)}mkV<I<sYf=?Q0kQMEv@uWz3#++>!3Z$+w=Od_-nDJWQ
zm3Ev6Sb1YK9wLd&xl~9Os}~E`r*tm}v#Vd8lVs<3=;7ojh95`lOx?!Y;;}>}c`0So
zIGJ;v5k{+uh6>FRNp<m|8OrTZ1pUQi){*LCn#ZZ4)i;<;-{7H82<mB%U<WN%Q$t1E
z+fUGDbDLttDRVzY8wotAPG1r3PwJ+EDMf&-UeZywuev<%97_rL>h4|2O_O?V7A9Lx
z3rOVv<3%i@Y1;vFECSBj-j$YnP{P&fpX*CIvV<N-()45o_%lZI&wuT_zY~+UJtYbE
zZhJBjz9!iuyrr+4tR$g)ad?lZS%~#YD}LJOLm}JVoiC8tHgjuwQxs2r$vK>D4;Dw_
zLSjF29p=8v4(3d@PPIo<<_52=EL)3$&HS~JH}|UrZ|SPvuZ^l(8q&g3D!Ic8RVBr7
zGD%ezGW6CZ(v%n-`Jq!PYY~J~>VhdMyB44F$nzxM)Xu@nVf@Q+DgVhwBWLtCHC(dV
zLXEIptH4M1Ft{c;+C&prV@(oSxg#^u*ykT>#KFrxiWUe}*xrRGn+!VS4^ImEDR#6D
zLmkTin)G%0(<v*}blW|jlDjTJ(-I;zw7Qx%)*C&kVGHoE>)T$ruM<*jQ`WzlqXWX(
z5T&oLMPR^QgHD45WmH)Ji{Ij0)zI7Tk6N-RJr8D}v<EDqz^l3`H<R+?-pxoaTd0O%
z&CA-JIUu8wg5-wDyJZ7(f^BN`D*-p(;P0KkwMM==0^Y3_2a)5HXq3OUvIsHxQx&#9
zub?z?9Pd2xxYTZOn^;>+V2AUh6&Db_^+KQX?})zocH;-X;%@?<K!N5mNU$UP0zKDf
z@!|RL--saoP|zQ|G&?)PzeEs!c<2xGeJA?A<PLwx=ns^Q?QhbEKaBJT`Zo~-BkNzv
zi2qpy@zvS%AB4Y<p`+=C=z)M<O-w~ZSdv=8)Y`?=$<o+R&eYkIR_0^#`u|%N0L8)n
zU)#_B@3!|dztj1DQ$@U&{@UFS#l-%h?O^_+MEKA}urV?cd|*s0@A>=jfqj%euK1HP
zGZV0~vi;lfM^Eub4e?R)=k7nPe&DRkABqq*=J$h*oq(Nzg@BENm4KD=y_NSG_V*`z
zU`$LO+6*=pjt>-ygXtgWNA1U*fAaUcKh8g%@K+0*?>qNd|4hrD9=x~kj}I#&=O6q%
zhx(}hC^Nm!$)A3|Kb7&l2Y(_O{5j+J7|}cWr}pFO_k)>{m4Jog{S9!wkMzBcg^d~N
zqZc38`}seg^w$&rSNZ>_8)0SmU$yfev@DDa|BI$rSXc;jq5iJc_)8k}@5}dZvYfxk
zQvTzr{Xax1P};OC@3TnD%)m;($jR|O7mRGox&;3g>ET_%BlwTd4xI0k{;xO>OpNbA
zD*h=_fntAOC4bZ?YVQl;LnC5n@-A3@pR#`nRtQ)>!dm=8u)_L&iJ*)5pLI{b@^R5W
z<ty)tj}_|Ah~8x-rXRACk0twWAt3%BAK&tiH}X&Y%D)A8cn@5`%F6LBIQoY+<vq7H
zbTSn&HMTP`{fH*v==9ap&<4s4xZe}nUPnE3kF!Z%N%}>pYvw5A@mBRN@v*VM_C~qd
zwqYjDRMTgqapxX$FzS>e)YzY$Qo^Vx1xSx9Fjd#ZoQZk(XG~BHurXP}wiM|a5O8~)
zfmsMq>ZO^16$V8Kt^@>3U~|K|FMgc0dC7@&quTAEC*aU?f_ML^>&@ZS@o7!@jCXWt
z5!1{FIRwDt7FX&^+YxagkHh6{r^Ai@iW?P4Om5eu%<r4Zcy)eC4&cwrT;9hV;dQ+}
z?_REVyhV#D%(wVG?hZVdmG8RdneAeGmFv46+6I5P-lQk=B!0%@mi_AGg1Udv2Dj#}
z(dKhfZ9kgP{=|ECv`@?Nx*uN*cRYV3dd)t%(D?nf<8{~}!|cqQ%>_$TLE9Jx^@@R+
zIm)*=^2ctadDhAq))Ogws*lXPm-`WWozpYGn7^E@iM7k-DePf=t6ud?uw(H0#xzJ&
zyK`Zs5vR#p^fc6#@wJGaA-jj33Hqw;TaW%v!`QJ}tYbq#9b`p417Mgh@XNn~Q%agX
zFDlm0%+)(>J!!Hv?^PkBn-sFro`CMP95%w;LbRbb&8fHE*50k2GvF^*!&yk+BeV^*
z0!eAK{9L&>1dnoNqho0ER|Af>DsD+RhfhSepH*Y)hoUK6Tk>nsm|0ZSpg-=@;X;X!
z5_n5r;26o#{^9}bif_toZ=59B5KhNL4Y=M2U2!8)K2L;y6Vr%g{RV0*$JSzPZr0u3
z8Tb_wR3ANc^wB{PR^fLLbo1{99do(vQJo&sz1H_g+RZ<;nrM7tuf&t+&Ue?leqv3U
z6N*m1dcU}tkl|(X&2bFEZ-@-#5YpzE{pvFxPmN<<Mk_45U%X$uY08Y8=!?c{Kh5BL
z4<yjPStlKE;b{G|#pp#x6Shy5)I&YnD=kfYFevk~fu`f*0?CUr@A*^F2CF?doF*0a
z!m(&3slPIOf1IUfpA1XdP%%P2yRF{zVx>?_Lr1GebuKa1sE-80W|S>rF>T<ER*Qal
z61-J|%QNY*FEs{fLYK>v%?piLQJdrf#N6YPnbdqr+%)=qUy|tK7a^qH8G_Kb?+!Gq
zzg?}&dT;wJBSZ>f7kt?ZY^Xo=H=JVVr9+i&>-x_;$PqYq5KF956L-KV!4I5}NpPzX
zWI|*cQ^!bcwJ@^-{dyG*R42%G!ycNjh{<-x9_pAE1U#+AJgJlUD}pn4bwRnG>-x7}
zWeVVVh{w2AMqG0Z^<p@p3*tSzLAX1??l6!%!?N{#;>a>;3lx?Sd-?1cxvPkA<T=R~
zye-)2@BmBLi$npg=%JA3ROJ(L9Ed;-S)9C%f@fUULz;w?HGl|)ds^26@8AQ8cCXr~
zcwaMTMpcVhU)k#lxmoWaE7Wnvf*dq@somT~XRYfq{n?I0CE1s9K|`mcmJtV;qv&8r
zc2vsvC$rdMoi&alW`2HY)bZ~kAMv{l556$>=WotedS>}&_f4ta%$sr|m2vOJdx-gd
zW(VYwRg1sI5o*<3!f#`QBo?EMRWmKPGLLfV4sY0K8(5xJz^Zc_^r*k-jKW42zBq4e
z1hIxh2T~uJ5Z;F|ED@a}FwRAif2ZjtY3?GC?%ukq<$D>Q6~>|?{-n<UBp+kS$srFW
ziMoL*RWV9sjiCo}6-Zvzqb>83{I%;L-7C2@(_`?3<(iuKXL+~yJ=^R4b9SKIyY&!6
zTTqh>ZxQ*}SyKW{lh*4>+7Cdz^V0azYbohkZRxId<?Y=2E`rKpZC{(}1$|qq`j^%h
zc^ue5he742E*Gs#)cxbCx+?vaxBS7A#ns742kpVdsC{m|+s^eT*mcBp?N|N_Uut`<
z^QP{s4Vm*h|7`eI;o^>~#&PxT&p8wNp9y6Q1h4}_umh=aM)%_0c@7T|_^t(>-U*ho
z?dZny>?Rgx0E9LA8y<YG-L&^FQLmI#NC&?$Swrwv;nf{6Uzt<*aV&A@$D7A1QOMmd
zr{%1hm-Of2IVmaa&#m_UTR=lTyzu%W7#a$msbbM^NovP%GuzE69?@;bXt%B$50GIs
zO?X8Dz=14&U&&&I`sVU!a&d%P@OOzRd?PM36U-GmL$`9UE8PTuNQ0DwQUw=7zkc3j
z`PEC2E#Qu{J3>L9yCDYsL`TIhqKI$TAM=TVG6Crq%rChFVv1r#Jh6w*zv3zM#oQr9
z&rGp8Wb)BJ+aa?!$=HD?%N_}kDV_;D1r{4~q;CrYcTG?(fXVa=4P%dvsOlwnsio_P
z_I@KE&G27GNA{OP#=R6KRsKC(*!N9=Mg<fvmb$a~#3tIQm0EqDeI5OBMhnLm3onja
z_*V@D95tbQ$uesB-uBkep5IdF)xI&e)Q_;K*+e>sH=mj==~$vuIZ8^;C-7=-<Fi5V
z+rh^$-3j-&)Hn(>Wgp)%3K!S{(`s(r6p7uv;8roWT~pJUWGbh@@YK(mg~-pICyrFE
z{&u}+RdqXozu;T>x_E~5(DnRKm!uI(gh7Xn)JV-i_tXq*|EDBsnRQsxuO*Q|eDt#|
z6Ax>OIwP&LoZN3+tS~q-u7ToUGIlr5unBmau6>omO?J7J*L--H&bumP6G_IZ{aFWG
zk|-_bsIvBY|KypDU((cWmZ0>N2zjU<fZF*Kl%7`ie}Nl?sO<%UdIoFdt*`Y+L`pE1
z^-GsAYy}x3LEy-17sDA`Y@3NE7j5#1_^<t;%WoH-Zl+zc2{N~=&n~@BFkNuw+Mn{4
z1p2mYKj)|`fX$D#!z99dQ}(exNDX3Xs&}mi?-N+Q*tVIp|5>3yED8FG>K*k%{{m@3
z$XUnWxU9_F(UjtLA>Hovi%186fbVdT3``eHg^F#(yO%dV2hbf9w0)m-vCE#Mzu)Fp
zEZHF9Plu|VC4DNIHNqW)Kj{o2{Znlr2z@iu<n|Q00v-J}_u9w|Z8Sng1OKS199`p}
zj4BeL0FkKxQHb@kWgx*v!JkDaMhs#KLJ*5kg7_~`snAd`dP+6X5s8D`?|)9>y5G&$
z;#qj3yXWILjDFi_;VWjg<gT_p?uC>oEC6@2p#*So=gzf)fbYShbgXUpJw!eoHv4Wb
zSl4#&a&i~p2cZ{7WtB!{b8>N(;ueR^@{&J-0~WL^0UgFUZ+%%*!-$ug(mjqCK_cOL
zg1Fy;Xc{5UHNn&&h4cMqZ+Cd(rk&0gwbsb?iUN(^8uXzjOv82A;vho?&7WC^NXGcS
z`kC5$A`na#`2VC0n1Zvcp-vOF7;Gt#6bm#F5oRK)K_kROj6?h%lAr#H<=3qc*ocbw
z$K56Uc^a&V>SIO>*=0QhW#6=Ho*VX_Di*bfNoKz)IyhbZJdct}nQta%t?Dxb&nG_K
zH=}~&BZ`E(aR+($u_$9phb|?zrW9u`<zQEvA`u<E<Jccc3kn-R;Wq5o&C!H;9=n+|
z3+!z1DmCC`YTU`RNBtiYPedO@GhBO6bPYoVQ&(Vbv<N=vgSv13A)#tpuF?w>a-0kH
zp$8EXDB~jpVG<#1VUwtELDhio<%rb?>0Tx<;+5?~pLL5mda-aNY&=%?R@JPHgC?RX
z-pMm-RRM1hL-Ox=X;n~3!Y@hff21uu*(zu^^l;<h>@214vT1G`@b)(T+MWS8IT~?A
z3!l0dP`9=al9ImxfAev3puwZFp_4hYLC%2g4Nwl#$I{1$I}XsLV<Zn<v{nB>tSLt-
z?%};@E!;$CHbfPQ>3v2dq}0WQ3fgNYOd+M5%Q?srsV-m!id8MJjcU;j5~-eZ0mY){
zH$eT{?Jv;i4=%xiQjS7coJUwpw4)N35r!dv_?1dXPIRagf)n*GFh=<u{PMLYMNASd
z4$oc^qXyf71$H6Q0}7FIR(Zo$GtA+eogOwC0UpJ^s%IS4F<C#*n@Z(rm3Qy*FQX7r
zu152`nsTyGV{T~U5Mh7jj$E$Ji^;V#q?40sGH^0f{hF@V)DG#6hB0jHSK?@zVcrJa
zhv)G!7R8~pmTE3fKCT&w8=1YlSRGzcd00_DPHQ+%Fe{WW%n_^EBpLjkaq2YJTAh}0
z=?Yl7I?hWBJU1*i*n3z!{wN<+{^HwZ2ji|8@*7znzxO{g8sqmJe~MJz=;>V_>TZM1
zzN+IA@_V+sKYEx`e1nd73lMlMi{_P6QwjH@Md<x9kMg5cCH4TZ9Gb=+lg8c;lx_t8
z0<B}<_g;Q4)cgcRYyJs>uCeh4lx_e@h-E2##0>Ot5#rxYNf&A-(3ZJ0#}HAvW0c$i
zF|zF}b5={AMj4HFR_TSD8pfw(@r5QmuDlh4{>p$EdKa>62v><a3{aud)6Ax$jTnf+
z=O5>%kl!QXv!o!CcM=5;F8lPUC2(f7t~AclL^$+97bBqNnT!ulAcEWg#&ESfg>eCG
zw$6erkVjgB;lfK3X76DdpZm$_3cQZ{;kxQ(4F5{bNBs)^;lZj<U0;-)#jv6y)gFty
zlHnOM>NEK~`4Hpc_b4Bcx;nEQYc>V8Po~WOAt|RA;Sf_vFdZ9z)nB#^I~=lJN>x8i
zHu~`y<FMc1TS4--3&KNE2Ez9+%G^gVkG2x5-?=c&-FA(9BqCv(#Z_iAtScHJ7~C(H
zm;@gW<X?N{x##AevH2Kky*VZgSJ`k6(YcixPG9)n4KKlsgT%soy&g6d#I7$ltw`Ua
zRH*YXKWT$n$xw;~7d`UK%UvE^*E40<8;DTeH<SN-;Bz5o)W)Vuku5Lbs4&4nqktRx
z-YYd=NV;7U=b$nCfvGXUQDcTAM!dtYe@=uo1PEZP#F$}?=hPTdj?~TriP_kb*me{U
z3bu8^Lx;XWE@L%r?FBppg`iDYdd=8oPb^_2WyR78A4ko!wH=Gk4Ihg=-5)1r=Kr`@
z#?MOkydQEqTe%oMx&0z<d6*SD882OEPy`oN%JYQaHV0CC4n%~ZFemr9PvIm6MU(~Y
zAVWLcV8tM9*&q#D#_<yld&(Zz^n3Ze5MXJ`Fa}%H(#`S@@EcH_?X2l)*)OednAzr$
z{DCLR)SXgr|GKy5QhDFU|A)GJ4z6rn|3#mUZJQn2cG9tJ+eXJWI#vfA+qP}nX2-he
zUVHua+WV}1_BnO`xOFQvN5*`TsWILf@2FXy@qH9@o*w#JOprpCT38{IDiTI@*u3AM
z_AN*QGqz8Qs5PX=!VJN_=!noovm_RXnlhU99gZ35nep}o{NOx`M_)DfMaXrBg1>i%
z=RGn?>{wsz$1}^^&iXMBX<K?6fUtuBt3>LH*yrci0y6<$&UeyOd{&?EmVIxYL3}JM
zRK%@U-{r!RwT<_^{Lyco@m5OH15y*q@Ls2vP(<NVK|eET<38|0`erJUrh}h_wCxx~
zIeXV%i<rObkrrixGE=q?x9G}9iUqFNU6tx+bmI8mX(H$CBj-aG?C9~3GtIpY(71T2
zTxNAOyjBVg%@-xotV__-zb(iha|S4T4GdoTVl3fjs1`a!(?pfUOj9Q)bb#SAKdu!F
z+u#V3VAfj|>znFV1Db@%2T<w~M^Oi`8);gSsrLsKmW=gV>q^IRF>vy|GDeCx$O(US
zxe?p4zhNLv>Sx)O!y9mrI_<w@zZIi2id*XkT?-vi?tg-CDt)yWXzm75S1>gog5#@~
zYS6RYH_EixLmUX<>3&8{J8-j-xxsgO8wpOu+soRvM<OS~i3ZQq%f2lY9uU;3q5D~M
zg|Vx>bx!rZvM+XQBINpQpBd<@E6hFT602zg9HkI+XwV*@Gpz36cL&x-pK;c~7Pe%y
zx|x77m<^;-SkH~93q7bwebI1?jb^j5^GxkL@}R7~$?Z9kHvaFRdQ$!=n4_f@dts>N
zrfM^j(lBSUe7STbvSxblz9J9iR=Yf6$#D?xww}k{ugCR4m;JpmAaP?v-Q<G@i*@hc
zQMIH`e7atX(^)j}e#inYPOhPjeo4zH?kTCRIbyTuX_OAj<WdRlUSI}(>-7{g#g%=m
zI#|}(en{%Z-43mHeus2Soj-rSeX47LbA9q5ozb@jg)y15J(bAibDp&Qz5b8Iz#Z+d
z1ev>WFn`Y#nV~Eh6ukeBdW*zmSP3gusydwCE5SeNd*oO2iq0x$omI^_|Fz64A@vEX
zYu67`yt(dMh~1a+vSiZ-61A~5GYi*h6wyJTGET|N!%L281ej}iD7d%=cUxa7U|va@
z!dgdr$6Z{Gbw&Xi^B3@@;+27|YE$`QDILETb$AioA2@z|jn<vyso>d;y8WnD{ivhp
z;U3gbMqQKC$yFeX^&iF2ML!G;Is+(U%dUuj7FELsR|d-$uL@6I6<fjr&I`y^D+NMh
z$tD%hz`5tCY053$q;^=Bq!Lt1tI0=XE;E;!n$+6i61~VY(<h7%!Wa4QwO?F(T@gCP
zufalsI{o>PuWPVd@p~A3nwn%?^zgMp0;r3v38VR{f<rikD}{kIg#LCBC=aIk?JHUW
zUJks*mk|^gR*=S`5td;J%1)_I){wReK52lf$eZ~9A9eCSOIXxziky=CA90JJKGe<;
zQOSbNi}LxUXQ`G}UWHtPR{SUGtUz3W1BjyHB>n`w$?+!|QR2@OH$iCx;^ePKk%7GG
zlV&+0EP*g-2~Kfa`XP!ly9!Kit#B_@KnEtFoa(@$2#yUri`LYBcb|Z=x^VF5E<XYN
z$3@mK4jw!+gMF`bb=B;AI2l_g>3uQcsmKWa(u6a33iw)(9)kSt@u3r7vBe3-sl*oQ
z-234cHG(u1!5U7FyKyJ+PDiZCgQ>%eCz;lfHP6PTKs~mVuzkN_jkT$Rs+@xmSl$ta
znWIC{I~Hzg7V-_Zb~{cjHk!K#Yu>W{np}%PrRpKyFo7jPdINLy$rBJdoC)D}oYkgz
z#w!SnEL1KrH--SzHRN#|M?+Y>eIdX|n6D9ts<ID>m6MXs@3ntl2=`5Y8hyH=0t7Ha
z<r6;P0jo^QN$6?JOu`u0@u<QQO}_Or69E;G0)(~~x3vhONY)YTu$Epjq8@Rr)jLk(
zl`A>JO=?Xv^`f|a^ufOAwRa+C*7~?!kHO=6;}+i%+IWOBFD?by*6gJraYN1g&CJkO
zgDGA6?;Q=?3Q9T7ecR{aLGBVcBO9#iD(l*zWOFIyKfl<Rgj?SBGtf6tHMOO%``Kb#
z;6booPWSJoUB`kB_5zOKtCbr%d}bz1p-uH(dx*4k1Ma%W4f!I5?KBvC7bk#>8ZarO
z8vp=pWhLL1ah;A#TDJpO5tW`)+BiVBa+xnOKc{e!$-&aFwW#PqB)`n`ZADQ4ewr!?
zZj5|*HJjnx*df2U1RFBJMXBm@pXPe6rgMn{#1^~ysF0hI`V_hyoN`<GYJEb3<$hVs
zJK2lsZDLZzS3cK}eZJf`x+hzLtK3_?UK!+o+HBe|m-71_WMZt>k5j+fEKJNzcG|Jm
zgv-&>1<WkO_R5``Zqm76?toye_B;A5TnhAiTKaP}t{Rwj3}38F1Fm>|mePEc%z`<1
zFWXEwgU{MUk!jjG#y2WDOY@fP^zRuXe1}8(xt_I;%wA|4GcPm+_W_fF*z9lln|-D8
zHSdlH6nTMbPG3lKpQ|EJw-)rKPAXHJRDW_%x#OU=!G>!G3s>~y{4O8<QC_S3z49&6
zbjQd^N$1NV_LD$K)*=dWx<Xq3hfx7*3~Z#HXxbrtP}eS<PVqqqifRBxJB}NYl?IH&
zWNUqgGEKK78h0~?8Z<Ydu%P=7&0>ffgILY!js5V)>tGg>9{;*bMYUKizdoEZN7rTb
zmAFuOqA6aLsGG>CRYMtkocp_p(?ciX(w8q*jdeA&=NI;BASFaR+Ht}0xF$*1*P$7(
z{A8&Lt+}!nb`R6>_cjudKY+$<s~P9eOlu&V)foY9=nn-+cb6eTvOaIPBPdBxa?rb|
zbH`K`Nk1}(&%{*xh~TaRnMCEoGCJF6dqqB0o1UkveVU#RseQUWEMXYlG{}$}EfJG+
zVhjKzPutxJGCt0?v=jozE{;6M3>6Y_jufF-%G26>ZvBe%DmW9iP$CI;EA!JW^tvHY
z<Qq)z_hu}HaZ`?NkF<pKF(tKf>+`wjJdZ`4ZC(&jl3_a`M`gkaAv+P^(g>dfgh~cL
zWs%Nda8-;?ltj8le<?!$QHRI`amqsNwHyQI2{EZP=Z^xys$0IJ-ZQI^umgTDF}J!{
z;&GQ?#;sUqXm*{JV|2Pj&3TP{(}l;Y!|*zp);B(v{Q=nHXsOdm3?@G}_VsI8Ns(A2
zSZyY1r$5c^fzJ1bu$PYd8^LuoKKfnWkmegm$X)5Pj6#=fcgr05a&zQ5=j=Kt6*f6I
z3p-WxhX7xh|F~G}B!%|u?iBUVj!WiW@~^eVpYAM9=u;|H_f7aRl8KeH<>e)aOaso`
zl^JlMLojd|V~LjP?aauYN-H`oXCh({yd9M<*kHdUVlSKi#PQDF$Un8}1*uf4MFXj{
z?36*sovp;)SEd-f_2n)oU4`{{&3}^*FrK7IA%7y*10U|V<P*k&&lzPkCu&t~b43M$
z;M(MYj%g-q@U#KLEYIQ#;yX}wO{*%7PH{j_!jCJBi_1C9wESn%Y3<Co{Oh%~$Dtq7
zRb_(yST<vVK;MAE4Qh&FZ+l^)5Oht@SHWwvYH4P>m61dwuQ0{3j<twU!X`DJ^kbFz
zcS}q^3lXTZ)o*RHNG6TH7S7cAtI(z8<n`hD>dNi7eIwe6dWcMm0+0HlqS3i^?3izl
z@Vu=b>D{t;aRJdHB_IY5*oI<Pxj4FoLt1STy4OnK&$JHz1bO$v3oP2g^+6riqFz#=
zO9^-8C8S3!vPTV^8S2rvYm1649VEDB(-swb+^<K?mJJHl<ad$zcbyU&H=7FU2rygl
zaa7rryI7%JY|5?7XGAP|w<Bs~F(<nZnVP8TOy-2#O{zE^8~WW%$`obh(bQ<c)MepP
z-^o>!Z?Sffc^0j1R`U8VU2{bV@|BJ;_Rehv>Gid49oD-!b>F*TS4Md4>&YG32$;#U
zNHycLwZ+M|+^-*BuJ`t4vYWX|pRchcN-7;FT(8n0j`c>$dCDTThkw}Rq|fIxl7LGR
zP6F1t3xNWe0a2-S04j<N5}<&D*C**$JN@ugpvFRVm$;F8UUdAo*~-ZeQ<!l2vPGVy
zZS%2eIusX2K6?U=>siHcL7X!^`ZsPoymU#?&~Vq*w))sT?!5h9JS0N!Rql0|0OPcX
zKs7?U)D`_r3}kwP3ZfRwT^DvQx01@+0vlqFaKQRE1a!>T9homgZWPMmrh0@wPBRCj
zFsN<T6%(m4tCnLs)?a2ypvK<C{NInG_M;zuLfKqPpi`Y|;@n&e*F+jvmbkG*j2ZgA
z9vN*kc_l`bI3cZH2u69)Qs6OC@Xk=6Dk*<y^v`&34__8HqXZAPe!(CFd=+WC_L~=A
zb?!cQ#$=sdFgzoFzR<OvLxZm-$4~c5Hj<QDNrTK~mO9}G^BIbb*^6;R{qhi33Ze#H
zEUHI9R$_{7n~N!HMnF=^QjPIl#IAHc7W*vnhoBX+XzT0(*&I*O29Bfk#6o?Lq~GJR
z2G=@kM)Xr&SNT4vo6Lk_wugDnqgne!N;X%7N#b1rw6q8RLD9RQv_*~D$bolgUtfa}
zedMK;YO7GX>?_o|)m1mg;OR-pBRzzl`@KC!8vqyZrXYNnM2#EGA{Uxv0u;*xNZNtl
zm_yfolkSaX<saqD-(^v(So61DkTlVilu9S(UOU4L(}7`8CcZVW=l;ktsI`y;6@6@K
z-hLnvcmwQ6GEv@ZmB=ssY^afZV3c%_t_<qwoS|$BQ02yp2eoWTROlby)rri9Mu|iS
z(w8GO%C8jbbSkF}n_YulDA$%81C%k<y@JwSh92n|K|jD>+@xkK*b4~Vr1@zw#}x@h
ze93nv!@m?1!QK&@K%T{4@GKkNiFNEX>ut*Yp^+v<6g6atal&5-mH8u)6afnH9c+<N
zoodilKsC09rIfu4s?b`uo`puU?q}+~=RG0cv05a6*{2T7+p<W|SizPli|MdY2M1s_
z!o|JpEtJ(9BXwLRUNd|XD!5EE?bf;y+I<#6K2knQuPhyg?;15c`0sQSYzTb@t`^*p
z^}*jIT9g_bYe#3bJ=LphyY$6t3}as+7#tcEWXBR4Y~0DHW+fw+Uk#zyPDDx{2@RQs
zc_adklz#|H5VPUbNvpN6)D9^2%gggg$rhP>qP{`q+b8F%Ph&{=#I_E=AoIyE6HwI$
zEXEBI|M#DKMil^33jXnjK`xN*yJ*SKIN7ew;G!4<cIuSDw~k5mG8)Rk4m&(&=E~%O
zY(d(>aw>KfHL@?6sqiB*L!n1u$T3iB8n0jNY}hiO=ADx*sP9*&8Cg@0k12!DR*M>W
zCvzWqmJEG1LS_38q!kUTI#xEO_3WNn{8ew4PmrEnn&WeidS$z9?ox5u3wgg?HgFJr
z^V}S*f6-W{;EFP9JJ?T%z70bqShUTnlLDwAag#?sVOA!xUSyL;aGwcU&nV!qdXMom
zvrr`h_zIW6hvmjCPWe38vejl1=2G^_HJi&G6sR?1?+mGKt>sa648ty{2V#Q0>t)fP
zZ+|DAJ=+v9&$_*!&`u9o(-mb3!s}!IMmybbDN`>kCoGE#iL8fLYg4<wh;g>nCdwzx
zlBbye>_-*;{xYX7YMy7)(<pmGKGPKYN^n{GnA)l*l$x=nk*b58j02ej<)LI5i?IC;
zvs2@%pE^*mc=42u#vrUcEDE8M^+bD18WZ40DHNUiVzG>^q1*co_Vlo@-&*MXWU||;
zo|*0?>uUNmR0IbJSMDME@V(gRAT8~36r*(^Du)~G_#<-Rz}$^?xMHdvm%vCF1$)$2
z+^hvp(Vt4{(LP3iD~;;w4OSZN`);C*_Ug+ap4I-@7^}8hAm`g-i4Mp{z@8XNJihYF
zCiv4$Hg8({Q^Ti6I#C`m@jOHC2(Y6vQ1Lv74ai!yuX^5T9c6tNkwa6`2lp1yyn$1!
zq8$2f&Pat_ZW><@0<Ff>qB5^a)tobVseuWU+{1NN7JJzu9rH8OQzH#eh77sUx-`_-
zjEP<@ml-{wdb)8t2XKyCT7IVaY!rlAc=#I*k0R4}L7%Gh^u3DgLDUKGL-yxt`RU1(
zHf8mTCXmiT`jCtfVpY$7^z&7NnVte0*C;ooFblp5apfJ!K~u2R%YGy&+YHRx8JI#U
z)4`M9dAIIO##4WuUc80NaX~sgOrB-&BjP5D%7qvRsN#SpD8MJwnYJ087NX}Y7PUiY
zd*gqS#)+x=UayQTcF@M=PGDjlZZPXwQ)NnU@m6oKLEOHDRJXse5VhI}uupUxw%bs<
z-)2UjsklHs$@Zl2rf`eKv^=ytVV0h(o2#x@bEv|-eBsK`34eCaxoqQ%xbUhh`fN3R
zOzU9%rX>x;tC*~J(%Eop8D*t=^DuU3TuNGBZDq;nHP-}Ww?p&N=oort+^~sOil?7t
zkVJ<Vg{C)TMgIj-VlaadDzfNy_;d@Y0B*zMbh1k-c*CR7`)%<|^x}2nR;QBr?{MBP
zU-Jvyu(7lK55r^qFk*jH{}m^FI3Fi{$KMe;ihpD4#AKy}rTG63ZQVcmv?$srS)2Xl
zJ8W#fVAe-ejfk23KeB~B(AYmo-LE@;iaLCj4|?@4DL=m-{O@?^1CsqE$>u+6A+4A;
z>t1~L0FO-l5ed6)=U7MrVYG~0Lf)`=u+GZ*m~kleoo*XE{BdFNk1tkkx+<@ydGB|T
z23=sCJAva#2O5JSsk=jJNT-}PTcrky%$@1w2BG1eQ*DpTAisYDh{3~9L%Ohax7X_p
z&S|R>ykqJ)I$=;WTGVgd^85B3LEXQHT<2bYyF?A%P<Wzkq+RBjUBNqaf}3zxB*oO5
zVrkPhvY!wuRjx39>ezh_aOkxLRyRG$aKT)uz{Aq~ZGqhMal0*UE!iQhIas|G`7+>M
zsSkd{->LnRZH_JG-|Y3@8|K&6`fJn_>)(UQzZYr$+kO38r2SG_ALLR%z{d6e7a)!8
zmyY}wkoLRszl^DW$xr&wi}W8@^1pjDB`F&$C1h@!Q^WM=e!F%g(zyuDq(W!gxOppu
zgkG~VGPzU=JmJ(>A6*h_>~E8@t7PCYt$K_oKcIR+QA<^2lps=&$q}^hodj7EC=&2G
zVNrbofLRVA3k2l_5`;;NnH)B_FV>&OIT<h7x^J=AnR3AK<Rwm)VAztDC1z@B)h3JE
zugR^Rj{Aq3Pk2FJh$t;Cw91~$!|v>OlC;X79^&sDGx_Gw3QVK-7N9hgbgXh=O0_iX
zpXX|RS}fFPoIgCow%<8BbE`zc<(ckaEv!>FdZAgp_ur;t(L(b@0Nljg^Csykbb-lM
z4T;)uM2Qdb0`dae<bO(N+Exkgy6FhD-jHF~KMD7i6n{Rv$r2s8*~6QCeoJ#aS%s92
zx_B0c{_4xQ_ZXJH?m{v2tsqHWKts|p7xe5fBoqe|C?36s-jN}nwcZ~#&K<@9J?NY;
zV-N{r#ow{Y8!?nyZLQH~#smHo|7S%l>Z*Wm(T?_!a_jr3u9d1II7~}GWh8DGVpPIp
zsnJKjdhsM#JfdP-`$&5lo^{JpI&)YwJ4iXwx<H2_J7X8r*BHEf5)oy{6P<p_kebo}
z=j4om5=m?!9cELkx>0C5p({tB-o?58XY9By3Q*r6&?s&%Dfw6TZhYWc;$0ztpfPii
z87?7#{1fb$$i09Qz`zq9IwX^1SuIu(wiDG56Qaex+<)z<IMnbo@Dc21rmjh??@M$1
z#^#H}q0!#RqW7GGbR*I`OEs3NUSA7AouyU(DmPF~WRe0g*6&v}e2*g7pkTacu`hXp
zeez(0lTWwGpteQb09Xb@@}@5<<*8otb-*N&y@w{h$C<(^$VqEtv85)cEe-Z0f2dGB
znjB*UPGPS!&fyH=4y;%SRn?zFawLxVh<w1wW1+em)npqVp^bPGFuf?^N|=!(HkH{>
zg(4@I1b&K$!!6ltzC2up79E3OiX{H&Kw^0l!N`*6h?y-8*Ns1p1xI9hGn@G1T7dI-
zCZX{$`Ds*{X~o4LQZu23@Cop+cg4kcE+?PezT(|JAYz*}Qn!^G5}W(a0`oX|8|Pov
zAN`0gI3jk}g5z2T44P%G>DceT40*hZ4n5y}8IKft3DfKAjInIy^dM>|7I|t8wnZAi
zL<n4A?sehP^yD(Y>{QCwyq1B66~2wZg*hUq(xM5|cavC!4bcHKx<^JpFMcWiNlBr8
z)yzemyp&GgxQnRQB!Pp&to2<9u<Q_n`NHl5CYE326c^BPuCniTV>IC|W@j2V`*sG@
z48-biYjZL=gjgmsl=zl0<9O&Uq`2Yac<d%?txXZ3ZH6}5>+vk2kdikAvOT^v<E62s
zvte&EoHjF3XYdinc4+1&5*V7Pol<dv$Ls8=q_Hs<ONz$ID2j4Yb&><CJy4Re%5`AJ
zCrIsWufIEF|2ppcIvCN@vHp*uXZrg?_Fw1ekJ<Wz@ct9PON)t#3w)uJHnY-qa*(&N
zlD1)&q?R%=H2c*D?vF$EKacp3Y#-S6_Z0enX5c@%xczg&X7~kz|D3TuK>siB`~T+W
zm)!oiLH?rDzt(^KX8brS`1PE>Jp3Qp{6n&Ttp9fA|KQn-Z0z{IZh!pGA4dN7`}mJW
z{Qvr0{(t&Rzd!58B=oQ6L%;UhpL5qA7eV}6>f>K{`F|S|{}ASX`0Za4`bQ^02F8yZ
zM8=OuLwY&}R(y7L=6?g`)E~P4pTzv*WZ>7R`rS&9@gv^ypTr!W?brPI%a1F6L@Iu;
z^nU~);{SSqf4K6G7x<?n|7e`}j|j_OlKf+Y{x7`*e^>te?0-V?kHp5`1No2pA3=y8
zF8(it50U=S((o^Zk08X4G4s3dUxN_cjbyQx>puf8=yv^pIEU?GhF>kSO9jO=?aJ6Z
z7mI<{M5Jm&Vq)X>Yw?)e44~UhciG5jW~|6R9(!eG)|%7upnaTQmT1=*6RP+zLSg~b
z07}`dXRYbE+Nuu#13tUFrUV8%=M!FRSLAPnKWwcm?IW52&w>=+3bi;40~k!M+T_~@
z5TuLc1Bed1c>s198WyI{_-S_w+y*TqqYcYPNoOD?(%=6kD~|UwfW?KkDK57bfioSz
z%}y84DX=JC7hQvB$a{S*4LY=K4H%FmfwZnqYkp!?br7PDl9(Xgci<pjEnK|pJ?k^z
zPoHM-@##iUKCasiYyrRp@umTQ$2JCfykSx~A0Rf=`lJk?0*nsq<_P5B+Zn=3Aq@a{
z3K-bf%#-;EUd1OP9A)&Z3e?&b02tKXzTq*xGk5i_Dm5A(9PJ?&<fq&{cs_`WlLJT-
zAH22CK%qKhnD@bvvCZBcX+7nx9E{HjkNR>a|GBsMRfy3o*uLC}F^F#y;A*FKv;bQt
zCUm85BVl@JE1m(bAAu&m_m8b}NZ+MbMj&Y)sKxQ&zJ7?)<0tT&kk<l^ch3X71@G2%
zNMGCQw-Kzjq&e?>06PZ|&Lw+;n=9Ua;3n?=djHN!x3|%7hEY`5&7D^b>z$~F;BlbS
zYZYJB_fhB-14LyO+vIrGPEgD6vD{BC9#m{Tw;c;c)}0+?L+?ST?;4mdHf9&^S`P1Z
zqVJk&^Y2Fw8_NgYfy$09_S2PqJg}V`TtKeGn3U+7u@(U4KD>rIuplp6Sm1}=SG9fu
z>8<aS8{Ty+!0%E5_O_&H-gB>!v`{r3c@Q)_1lGPCq)6Mv;8%bvru?gXcK{lc1)|aq
z7W%h(EV^i<;LtCPUET=2xkwi~v+pVU@3Tisf_zbx1HwSyuVsKemTyMa@1>(UM>m5d
zMeT~S2M@H#ceJ`?1A#6xHzGct-Vugmaoz@L-t8WNNJzo%0UzwIc=NkSI%&b-QBXib
zAfcY#ZE`*m7Vlm9y*1~`RyFap0g$w<wY7OVcP@C_-&<2&p++Up!L4tC@f_Dmby=eG
zuCx4jkNj4(G;twLX#HG0A9&Bb5$MrRK|u8;q<Z+bvti9Jj;s?5m)d$DKWpK5lC|lD
zL^HdCxcO#nomI>bst8L^dn*OlEkuR9T3=@_i>}%fSK8dV#BfyA7WhQl7rkOEa@>F?
zC2I(=)%&@P@^1gYL+^jWl_@U!4jAYLQ$HV6=QJAbl|2(t3*M-Ut5XHS;JOPEN2g7A
z3B*@42Qi@zVICVoadQusym6|nRqcs$cyeaOD}1t=w>>D{sgKw|2<6%!^FBYeGQHOd
z`V;GHUa)uXSbzoI!xYc6W^)e2OM`0W2T9pCBga6T%l!Hms8o3q!-yr#2!WZhJ_%uk
znw2j3n2xkS5?+(+(fjQkC2XNLMIcJ$F;+I^dspYj@3nf#4CfHm%iU0h6JGb3QRduX
zj^@z8AlX&x#TnW&XiJ1y$<A$@q*57upRI3s2k$MN#AUbG8RXqD=5=Idk90Vk!0fm;
z)2U?{Mdl)A#TA8LP{A6EDBmuvBU{Y+w<AT$@IEis@uv`WURhIHF@~HU%Bj`o)1fX}
zgI6<qHmJfm*4w;4Fwv7Z!gR~qUAuLd7}EEq8r7f{Wskv#8xJbsoC+1VdL`n{YY;zw
zGNd9`P!;l8PJ+~;?l7H?oA15@%^%+@oXqD@B4Ch~0~^ZPZ8~)CVTL_vaqUniq}cgv
znSn(lR=)dc1U9vy*o_A9Bc)Ep%yW;t4)u7#@i4Om#KIf9<A+BH($1x=ZV4g9Jxo@?
z#r@#Zocj}gJD9Yd>LO#xo{0B2FbWynx?u2Z?c?)-r7d?sI`2uuSh=JE8%vM~zn#Pd
zLCNuRIq6|_c$w(KhK>ygdqt^UV&N?Jm_*gsifG4VtEm4v;X*qcL7b~wp!>rqS}~*W
z!d;|&oDZh$g+KD}EzpsQ(XEV5sk`_yacBP5fd(f>vT-eQ*_Id`36h3fMPFWlu&*07
z$~*hbPP8xBuDABH#NDXMVURXDI&h4v%Fp{`rpJigDuy*n$LK|#yzKW&?b6@(Umczt
z_aSGtO6RI9mY=9f0%R;ZNC$G!U2y7P#-<Rb2dj2S5w<a_X=_UMH{PiRtZi?Foy4PZ
zHmCDwkX=3Am~YN%D=dU#)$I-T<GcFC_W<Re^wMikL|>20(>*M4%iJ_(0<!C;^X0Ro
zaGttN^+>j1v$j+U)^PQC-Kw+Ym{f;s)XeT>b=odfT2<j}^0eI=2BTcVTX2yO45Vc$
zj+K=*xyV-@dy({Xo5|ywA@oB~o%fK_@VfCt>h5=GzeXBhx|c0^>K-XcTpE+hRDUEG
zEl9juqwmd`dO1%w#*Wu{2fROCjd|whNT2Qr?JqMJ+_<0)Cr+|PPHZ>HkZRI%Ku%Z0
z6f#&>^&=JR^cah&&)R4f3o&%3!B@UoVB#c{rqFA=B922Il<Lc7h>m_HYHl{!`Nl)q
zqc<1BcFCb^HccE83u%_SJstl3Bvro{mq-sr*q*2i`AEpj;VlOCST|kkOF<LeSY_rc
z$%N;wwkfa}QWmhM$R~^Dy+kQ9nj9hP78K+7o<m9jA~D*5AdDe$@WgUQh(=iIuq~i^
zSpw30jrL%WJt!^NkK5_Fv3f-y&HyxPK5r~Ox>urhuv(O9u=5hNx74Yef~b9ERp?R*
zNW1U;Av(RRhf410k|J>3bC}5%M59vkS{0(>XQK4pjx%+b1IBrG149>Oi)6q<U9%;8
zUn~XrF(FgTn3ulD#IuX&F99;qS;2{UR7m)lKQ$4)kOw0Dj02AgQ%czA3IAEITTdOk
z>Wq(DG4|EA{s_^e#V&3Z37y{M+t~uSO?vg<*J{(UK*r+jDEjr9k;SB7o}v<xjbRip
z%VRG@*OEozO|en!7!n(<tgP41auU4D?&m}^ol!ZuXIUdLnMm4jy5V%lAaYG<whHR(
z{jgoDXYn!ji2M7|`zL$Il@V(0n$}1jbNcXjl7PECQ0fT}eRLz9pYIQWDB{?9g46TW
zl?9%`>lpKthJAIC&UgSuAg!Z{M?*KHIZ;QWrn5{82cBDb7B8`Kwjo7xS%$o;UTewm
z1!2-8D22rJq00DNII%Yl$SlHwULWHz*4eg!_nz!THb@mLp=0aT6!X57zCxT4XICyE
zm=wO$byL$H1o~Nk+|f{UEwr2ihO=A&E+s!5RL<mE3DBGK7+TKJ0-Jy8g!TVa!BCYz
z3VkE(PJ`b?+ABm4r0{q=v^U(})mp@aBCenR)ZOFIoLPc|)*q^yUJ;XYT>s7FT1)*F
zSwMUw0nMl_kElH9<)K33ejFU5oGwoEQBu6FbyW9R_(zkIoqiboI6=M0n+yn9ND;Wf
zrEHyzlwC#0Pkjb4C8FZHSFo`m%?R&eyQGTgDM$OsYl}Dp#avn`t*-(5i8`NI$9qmY
zcyK;MT?EG~j^Z^-eCrrk(hmy2q2>oN_xSNIsd=vjDvoOF`Y&r{m7i=9+E)nI<Wwes
zA4L^rro#xnD7LyXe*c=&9VO8at0%yirSjE@beu!8DlL9rYv5&-{i%N>BU=+dO_6Wu
zAw%kbIgPA^Yu!}Z{NO@F=J141bCxt@`KK)n=QPNDlj8Ul(j|~EKk8Lf(I=y5gaK=3
z;u>C6`(tvY5l{ON)zpa=9Y?Cq<e#rjMZMe!Gkp{8t@1Eo09Ju4@Ubo+2~Y&(Um|<0
zNkcEvqD7~ET$<FKS|J=co`2RHD`wm*@xxl7g~Cx^mwsF(Hi%S!YT%j;T-&nDIh-id
zfiq@jSrx5}qSy<PyziHiyrDY_s&?7|RN|IXkzM!8R{89T@`I0<yC&`<W^M5Tl>vhf
zYy8YQHY5v(>Z_QqNB?mqnQ_Foc*iWIlMUo;#&x>a7bYz9w5!C7mnfLEj$GUgjXqZ_
z=8!Y2Y1rGgPI%)ehp7QW`biO|6^&+lgAvK3gho5rH~dJ!QUyX*t+1XwuTKtrQ(IOT
zVUH1fBY+~`#`Bvq4zMX0*z4?LtAq-PwEQ#m%hbi<E;GGrw4CC%f$1e^9jvsMnfu(7
z+}F}B6G?IxN&NQW3Z@-fse5Td^J0Uv*iM7bc?RGOE#!S<75zh}Xk2#zbpjCrKci9E
zd6M70KM<iugPQjq-8e%Obn#0B%x&FNypb|!vfgXWrh@28z39hfT649cC*KS!K7QnS
zOQ@D!#0nf1Ij-#F6v8$|Wqud)w<C8a*Q9$2WbwQj%#yM#QEv5&mm_99D|+!`ior)(
z0HFHH#Yn~`;IZrCc%5fWb`F_PwLl^?YCFB}L}D5f61Qv7dQ5U32yM2H!hbCLY=}>_
zvs<HOKP*1@cqGH=K0L8Zo?SLCN1niZuH3rz1&s<aYAZ4ndDp!|vO#p<l1P0O7QA6<
zqbLl*#`d{HcoEms9{-M`m3~M*oHPBke3`L)Z<%&N;?SsPx_?63MAGol(l(8eohwEw
z5*y64>>Iw~1O(n)B`;tr>9c6MevJXn>uv}50}I(u(Ru&MD~&Ai<apaGi}R)BX3x*N
z&frH)MRkMP;^4^^ic1$z)65B0<o%k8O6UE#NoXOo$2}~x#-EtVKfDFZ$usR(o`o+a
z2t*ptiboZW!t&M;@)d9tc4F7!Z8l73igCW5isCk(+uFHNTX0THSz)iwKk%n5GWf^t
zn(9N{8ueHkz}Gyo6Ld|+pQ$C(v|*Nk%!*L=>*}?6_=Z-*Th7=~ZYyMp+!OEPreMaN
zUGIdd--wWk;+2{QT^~5#aZ9C2d3vxf9Ngv2=Pg4n66uM9&D5~3l(++yW|0X_B8p~B
za7wF{DAp~G#2~qs=CBW&5vAu+f6if7zWt#>0^#HyRV*$Xt08Q$zhRO$8;IU7$^mB7
z(Ot%Qe~+|PYCgM)ztL6B6-76|sf9=5NJD>Ww}O1dJBgACxpFB7C+u$s*-hZG)92yh
z-pCeFZo)>|8Dm1d7NDI|b=(n03Az-0AU|^C0WI|Xrwce4BNE9g=SjN@iu;i=BwE3i
zkYhXTPp|lrB->l;7P30qc+||+CEQCcRdodMHWrjpn?q@4;`eLVrgoUZ+^}6ulU^mF
zAxGLaDdh8g<|xTx1w^i!mq<{~E5Dv&O5K*=^Ii36T_aYH0+9%HONYHP-}BWie$Ry<
zfO97pFp`T-rE2qza@@FG`o6<Pyhskn%nimDXfc_x0+;#gZN+Zp8j~7`R)?aUax=$K
zy6rem3pwH}e_i$iB44t^F)(u^L(=ss7_$;j{2k+E4S^XO6PO_pYe&NlDIe%>_VQCM
zR^gL{>vUQtzS#u!n0z6EFGyT4+W9PDnf2GJ%1!45tFh%{RzDl7s14Nb9T4v3Y*N8n
zkKL8nML_zwz0$43;9;Dd4}iW_2NBKwm@T5R55gPINZ5Um(K(7ouizJq@Jc4_^-N&0
zBx)5gzORx*v%%nS3r1R9u%l@9GM+<R;V7YTe?cx7v^qQ`GYDjAS4_W8+sD$5q-y1;
z8B#Oa7&XyLUsL^p=PJ_zgE*HmWZ3#$)H6HGZ|h=&ZQpTXwWp#(PU1y?mN^rcbx@x<
zKK``nDuda8_u=kfZ$G~V6OmpB+4lfesIDel8&*F{h4;SMWwah8jDM&((eX|<2&o`q
zVEaIiEZ*hiAv-2hF7_$#YrbO|$c5BuBE~%mOyJSO3Zj?U0hT^of1c5cKm3nFJE*b5
zf;%O=r!}1ZnHNO??iQ-GXI{CNP39$%4W{6HU|H%bCqxc`U6m;XP&(6xbqp;PyZa)~
zq=@+1R*AI1-n{0Hod(fcCBdQls)1anT4}SU*mx-Ry;lzG8I_f@r_=>IY;TEm%o}yM
zd?n<daQv%Tty@$0s4onHf~u{TuJbxp>c`)&dvesX(9+kx2y+pnC<5HmuH9AVrZ;bd
z8OOhEY1sSSG1%Y~X}TWhExxj{Z=nIpEu$0)O-)IxBPDsmPRQVq50tVOEMTl5bN7(O
z3{GgrNKqtN1rC_;54L4SSe+1PF~Nqo(6gp3xEWPv3X_HMU<*xH87*;=IDPjK#+Q7a
z(kOH#p;;-YSs?F4jG42U{dqa}Xo_l6SStUdnr?c|xc(*l{-sh~DVH(6nfY!s*v0-j
zO>I>&ls{4w%En3t3(4!<Ghf}11O<<!L*vmpFvO=K^Z|+YwW}>e_4$ZDf`mTOd4m9x
zIN;v-XNniHUrI`VyT#cf%DaHXC#>6sgYKnz5#Z2K1)T@A)91OT1Qf?`a3k}3Q5AmS
zTs?!>7f?Ds3aDM}=n%$bfi$&2Uq-!4Q@a*m=Kdq$-LtlHba9BvUD)J`LEGtC@?EaP
zpGW$Sbvy%suB{cz(fj2+P++Y=aEXqQvMId+u=z?+v?vYoN9tnc39jMLxZmbUg2->p
zb>akSrJ|%|vmVLhQyFrT3-TXFv2xGm^G?ZVSC}JUeweG%Knj?WG9Vsc8_!vdrgIKz
z&MqxKk8K2FsR<CHBHA>Kq8=ob#nhNocV~7$uR2b8kn?wdjVtOIBc)fy%G30!F1Xa2
zz9xTpQ0TWEn%lkx6U`pSRn860|3MyBJDLq;u8~#Jik0#?h!uCb+&N6ux89xXn_WG6
znhfoNT{Dc6m?o$Tsf0A`*KFbYWD_dF>R|07vy=N?jHi@bOsw<Urz-h&<hu%8Z~l}D
zW}>7b@)rY>N_XmPM5r294#cUz9gk`PRwQ03Jr0er%F6KmqO_IFJ<wOa?0}_{eYEiE
z*w1F@ufj6&&EM>q4xPNj&DAWi<3QK$yeWa(`R$6?Ufg1N>I2P`H;HX|>|bzNpVl5p
z5e)`PurP;+nIzYwDsVA<E54M@HOeeuB|buAX{0&!^})TW;|Xi&JOo4~EE5gXRk<Ca
zSz~J`&jjlbUSRq<`fDS~K;5OKMt!MGUU5U&OwW0J_P}03!?5GW7x$cOz-UtIbU@n9
zXGo7$QjB43NMyr<n@FjB-S&XJ#3!|II|)@!xM0~n;Lzzmv1I9ZBPf;|$PlJA+jO$R
zv63Td4>BPCR<hd}cR2stl}Z%(DV*LqMb>yJn;&xdinHJn=~4BYJ^Csa5h+gsh$<5|
zi18;*#~iq#q|*g>O9<AVrMv5!(`K0^#9Sb-m;IMe;x*of+iz@G-^T>=B#*y}0iV*&
z!2ne(=X<l%xOi9i?;Tnxw_#TAMdKaL($U~DU6;b)hf&V))T}ZdH3BT=yBY{Jms55b
zk{<9l2|eJRenGmRQ#aRrTrbLE$-~iu?AaK1%eY_SX9)>5>3Q>0yhw(3J$GEd389>?
z1#RXnTU<iJd~Y&ORrpzqFN6OB=PQGg{1on#mYc)dQ$v5`Cz2VI>v%6Jb^c(q_18Qp
z0!d#6+9@84METD%VF9!=$0vf9>&kbu;ooR9&uEmm9HR-u#te-mwpZlpqF@;aXDkQC
zs0KyuTW?q`U1&q6W#U$~g4>qM7B}WLc9G(v1W(@mP9;j;aG+Q}f2My$4qbdK#Ff<G
zp{hTfB#fl>g2;nIQb>=M-?N$Wc0y^)At)3fbg@5~B(9aK0W{<%hQHdU#ZW5b=XSib
z;*|uUJ37DR4sl&uQ>bMC+<WAS!}!W44ED;AJuTeCRt*6g4L@T+`GzvSn4so#gMZv0
zJ2soi-}<WeJ>B+maDrn;whDKtwlAq-yoqt?5G7+Qw`L{ugabSYdzQwV^5cg*)FLe7
zW}5VV5T+u>@D@JS%dwd_(;5O@3$e($;0^~_wJ=YpP`qqXyC(g_8sUoka44q!>VmXK
zwC)R=Cqexk&vt@JLe?UfQ44flXL&Uw+MGI6q@OQZ&a8i<u5>h~97DV_E5v;LR&4!!
zI{>Gerj?#nMub>EbVLcoS-6mI+cO!`RhzTK*>8$ng_(Q@_$<CGt20$ERyWe|X?4Yu
z-{14{bCh69g4fp)Lv+^YOTaXAphb5F8pc9CueM+!p}<n8OXbjIC8U?3Y*SeLPLkK{
z$I>Ozj@yA58|soxKxi;0;Vfsz_Gq))7BcoeJaOK~gS10?=(s!hT83oyG1Y3cpDTbQ
zwI}&JU^TsEuwld+C3e-3G${7=p_oz?$$<t7DILxmO~N%TWHskR@Dru$owH%E^L-^^
z@=7?>cgP-JXh_s0CND(}<GLx)9;nk7$PATCEu6<%q}LO3WU6P&&Iawl`G8MJ*j__-
zQ#`YnV0kKC*4&o7UySOs#@!rpS1v5%qHZnVYAV&1B;N-PrYvA^#IFtp+`f1P@}H+9
zG|TQo8N1b$KU;s_C$#6dwm^-L*ypan)fb$wc?60Shquscd5a(w@&qMBw-atdMaeQ8
zUvdgH+39cs;6esXOXE+}kx>W9kd8Fm3M|cmzMH8k4fZgk!O;`kHyuv?$?$024o;5e
zjFk8DTXt1C+U=OxEqc|G{{%D-YdOEDmuBl!xpheAdeh}>GV#s}iBEJ5_L208vtMiJ
zou;dR0D-Qg5nYWM-Q<q@Okn|$+dBq{X76&$w=o6LqC)6aPgXz(jj5y&M5ia8uiVN(
zEyFjKGk&TrHTsR6>spd3X;K$N3#g~y7epsX7cRP0p}x*J9;!{y8LcF9mljiNrzu5k
zx#3Z|^LM3?f|49PfoT{pyxI&{_OgWP;gZgDPbrXYiF(pn1u8%tZAKt1m&BJ6?mboL
zm?Tz|2jQ9#nK7)r1fDscI;i-Kcq}ZUfp?97xaCnN;>R(f09T!lv4!D9?i^@A%s_X?
z$a+FL1M5KTnTHsxhY3L2nTdWbMx_x_$pxlmm2UuEss-vCl*T3<8&zagK^H98G(OGl
z-`dlaUNcrZa^35)&Ps*LvXShLRF3?_FItY3Zz=@$`ii2|>gx0@NCHQ$edb`S#s;g&
zL|zWf4GzhK_(X>zvDUmF_^Sa}<v~o?4@0B5y@}^QIE+#^wp+?lfP1M(z_L<O_RQg6
zd_40u(#EE|+HDa<dg0Oej%6rF+}lpBhrEx0q`{!^vzuG7F62bBs++X7`abz-#)?0n
z2OvmYxtf50WS#(};Y_(L8$R@+exP|V&?N~v*XcWdti-0tml_-ykJJg=7+ptOAg!SG
zFK5%s;^q)#V^)i{9udd+vKf@L5UAP8O66LHGDj=@U;8o<U+57imY$YM8u{fUm6aEb
zFs!Z<X_TwC2l0zhbpxMA;EBV8&C3j*v@|O}zc&M`aT0Q@&NZ$$7T*LTJRzU8G1S`k
zMKm9A->*GB*r^Rx!_(K8N!vT$C&k!>O1u;gA8){6;yn$7XLp*riqyqZL83nTmnwLB
zTrtFZEM;3gCJjy8|Fn1%tld&U6`DigdNfctHb!?)Wv>AJB-_H2jT<*TcO<h^rLoTF
z-$?uHP14BvWsGYg(?#m5N%pac;fN`I&NGX}{=*&t4i2qOTT{eo1d?Gc6h;-cI$tua
zXqRh@;NBL7nR7Y+^*CP4c?`_tLENl%EF}twc?ljko44J4T#|Hop@Us{W$H?PZL&Ik
zr;qKY;5<aN09EKhU0a&@MlLO*x~w+-s(Mh(1NZ0Iq-I`i^*iRlkczy7@V5A|)_ukS
z)c_G$TELp#hLzKSs}N+O4tftHl=b7|yfr88TgC2f;Em3vtJWWL@aq@aZ3xJ73eJ5#
z2boV8@F($T8I#)rz<Q$8JQ>IV%31ORXGc;>Yhb4;t<vf+`};Vx0~fktb@8PM5}(oJ
zK)j|?AS2wznPAebFZJxJf2zH_kS}H)wqQWyCYru)!So=%NsY6rEMd5QxjQzuKysz&
zMkR8OO$f4WAtpMf^3r~D`8HmYSNI}`SBW~Zn%7@VpDuEgu%WgVZv69zaz7XC$aMJ-
zPoZt%hd$$8lt#==YkgBMpFa1`DMFV<&`tA>aIz6ti`#3iTJ011$~R?+{3&O$w9Nz$
zP)fqoQO3>Uo!TxWcn4&hVmFdlDqP%Rhyn=C-kc#={fj)S+xTuI<a8}V+QUw_6*-3M
z%0Xc(IVhAO2=ZO=gTS|XK(adSWC>V%d%)XTsjI_09Sw>zREa43y)hew;Z3Tjv?K|h
z7+#Iu7fa2~bMj*yqU{WMx^?A}3Z<o<{mPPAkk=3coPcWzwA29-5GJ;f+&M$8Vdys)
zwFE|&*{d14N<4QN7!u5xIPO3zeNZ`TVNfgYnj)_y{D&IIPwJAA-heN09{hxtU+Hoa
zX5B{7EV}o<#B;AhXI;2>eL<#X=$C0ueA4NT4It%5XXhd(d3_11MTXcQIv_R<Ti=;7
zy2JfC0m%vTKz_q8wHOUQsL98}&=HIENCbp_4Y<JGNE9vE<%G-x#@edG<MOH|y)}o`
z#-jI{%S-Xu2{n+##TKkq3<B{G$jrNnh_>dXO{;&xNlz3pDz&pWIjHvsSGv83J&hl`
zOHq47T+5SQ@U(wO`cNglf<|GRJg6s97gX1>{N8H9jy~s;){!sTkOLdh(Z;d7dlpVb
zgwPUcvx!?gn8&umRizx+#gR@nQ+(&7(;@sVR)q$hC;%HKKG8?ltXD34)tgkoEU|hV
zkTtThWXS3sWntzZTymz2>_Vy9mm3R!+*Xe-Y2K$_=b-sn7m`4^((TUkGSGjnp4HWX
zayKbobRUQr7aEubsUS%qqp#}?fed>wjmsTPJR#FRT@NZ@7((Jy@nZ0%sEmP9`?ZLV
z$rTz71h!N}-CHBuZGq8%t&n?(K_P0CPD(!E4_Y=hVncNU%P1f|<;$n8Ku12^w7bhy
zsJ?Y|*}kgv7USJ7tIXU0pXP4ehnQg=)c18x2Nbm)dV!gIE^5y}LCA9$KGgulSL>Ql
zlnXCN1(K*t#u4g&Eb51<Ax86M11vZan*M<m=?2xK#;1Yq^7?hj%P30n3Cs@pCpwnM
zoSkzDeV0(nNoM9%INL~BThAv#jZ0MwoA4{Q(_;@S<vfcJ$T-c;WjHWV=>dY5>Ql`<
z$i95Du*IX#rXIP_%9LH01(BEn3_9}%$<8!e^<}o(D|NU85LSVD$(Ao+G~yjD=Wiw4
zm)ZiVCdpt}{c75uEBxzX=b;NWw4meC5t}*ETW;F&3w1$(cQ-xXSd94wt-o#bPHAi~
z*C#q1^}`9goDA-sPTT5=GLf*cW+JAI>GSTdm{Gih!asp^pzK*HQI9t)Ic1;K<_72e
z6g>sRnik~EJrM)YMp$eH%htiDU;81AiAMoC#GPT>p^|MbIO!lZAfDSaUmRqNm|l@D
z*O+B-fdlX&UdZkb3q-RSBpQOVOy9o*&^^vQ&A}6GLMz{%V)PW+l24=N{-9*P0YVv}
z+kx;5o!q`6k4*>eFJQPr=?sB<gTVmEfXKrSa0i&ZGd}Y(Lr`Y|1p!N}loqfL6VSMJ
zytR&8Tm{GY0cEClE?`iQ+U*?<@ATb2^Zp&{MJxMV^ccV%P@}1l`^}-Z58>GxV1zV2
z|L?TbpXrQjEKL7w(fXT={5DwsQvDN4v$Fp6fB&Ref6XlYpU~6)D_1QjBO@*@OeyJP
zU}mT%YOiPg5q9`n@B9^NvHwC#AA0&Ppql-E`15}U)&It+e?Ro!3C%~t(!Y3^kGJq2
z!WaLYQzroa|Atc^;adFfIJF&vE%x7xmfsuZ*Vg(gr~bV|{@jHBO<?`~F8&)wO;7jX
z=%`tL1+21sWTk#2douhRy!y|{o*$m-ugRYOi0%AfS9Bk%f3hp)kL1vQu&ZAUXa6V8
zlbY${1N}u|u`qqy{YA=t=XriyKJbT&{!7B?@5-MW;7^9d{x98TKNuGKuiV`K7U$Wf
z4&|ySoXDfpaC0v0f{PQ!MBHEoI0zFE91W~-$i+b<^xgOS+V@FcSYkQ+xPXQ{VW6rm
zu){&mW3uzn@rGzQYYw~9QvK@YhoSRE|I!LIEq)xljq+1A#;8%&=AUm)7iU3+3|^xJ
zEe+4JI!@9V3I);`#qA9(oDGi5@qyjMu{K5u&+gOZq4a!@&5=@P?kkVXm9A^^(rPv)
z1xP>MEWbVnMY?l(Cl4~1^jL8sKILQ;{AeQ28xcFySpy7OH&y{8t+PB`EpN!s0hqB_
zX&sM|p%UVBGMI5T@N`GBa#NV;H*S0H1@lo@VRdoDJj1s&eoi#b<-I{liADfQnqjG)
zMidtu5n(h#lN(kW!5&RAyH-qeAGv7fXy`wF<95(hZv<`Dao66&vJ$_2Ec13$O~(kI
z9G!fE`gEGl?cEj3o|L}f-afxADITDx$tBW2Nxuxx3{tCEG!9ymX^Ahr)*6MLHL*6S
z@W6E*#jv+9adpz!3LE(%&jFhP)4Sv~k3~&$+q=m9TJJ|uJZ{`(2xRAscH&DNxMsD<
zGmo?<{=hyDQ)9AdJ>l-WZ`sv&Rng(Azi<v1?4)v39;P*2z9w9e0cvr=f{e8yw_1<U
zSC$5eZNcKSF>JFo+xDZehH`_)OAssUwu~%Q;~M9l70-%ij*7YA=c=~mtXySH{a_PN
zFW3*GX@Lk!PMW!RxZWWmCE=Rt640F<c_XHk!k;F|C7yF?(~kPnl4hvNd|Nt~8*&_%
zJ%>=5p;s=?I^cTcFBxxY4kf@MS_%Ouiq|)F!?d{$#Sz1`7$SW~3=}(I5#r8K%Iqj(
z{DHxb&Rg1b-JC;U+u&!^g=>E5s2#r8-!=FV)nQDT;SU^|LLm#ksQ^0o);v-nSn|wt
zLh3?1Fg}!;iWOl4?V>8eRNtKT6y_N!kDNm3pDvts1fp`9Y?^?+CHZDm%Lt(_4)7se
z65&4$yr+C!%mP^`A@%7pr5ye$(2J`d%<K<`>H5)@sYsR!SQ2O*4jE{D0Jrm7aL}aT
zY!m|(@M->`UOb|~NNzANRVXfkt&?{{9)4GGPE(-L9EK$#<xF~Y6*i1irbUOy!`tRF
z(7mUorsnNnZrt@^?&rNJqLg9(N|!_1Vte$&cDSc5gmNxVA^9j=JsE6vXT!sgpRJB<
zwS1D&>hNb<VP8U*y)>kij-U`(K4qZ%a7=I{$@#2uAnsuLc@XH@S8^JgT!)QdjHOaw
zSac$cfT;>9mYX5uW+Hb$A(j_UD0sRL{^j+su}B@V6;GI^_hISqO>%JJCtM1h(wlNe
ziRA8rh8!m<%&Uy(mV8}c$EZw*>owYAWzf6nCjZv+jVI;C=lt#l427+R6NN2}Ud7t!
z9)F13E>q(~<F8VVn%T-~I2n$C%4$VNN(VPesX1h2o&>{y?LMFV*^Dla6oI#GWkUBC
zncFCzsM(bUS&|0pcRUG``s^J@lRmZu@#zqoptx+<m{PICQqn2fvOuQMM2w`ga}YOD
z#_2bMQ_0$1H6^XlH~+R0qcKj<w-(<Hrc0~4MB`2ByZreJsXLBp2^@j=D%Qml%$p4+
zV+$u#&PX@tu(%8s!wNHo2v>?QL0$OASE$&HVfbf+S9B(TxNVaqnH)D~Dxj7moLNvV
zU0q<Z>8Jif9&98_VJ50in7PmL03$iiAXJfeke9+9ftGf)qMb1M+4`jn%{rZ>hcUX+
zvnflNRN(Iq31W}pj$v>f4BoVeHxkZw5}#8szTRCaWk$zb=P>Ui_o;)(a09jbZvH>K
zy=73H+nR-oySsaE_l3JV0fM``yNBTJ8r<F8-7UC7aChgDea`Mar@C)<-#@o%QS~u(
zO<?_C%<;TK;6=bq&uweId)a>qk{Kc@NQ(chKYtBXQkeu&DKU_!n8$N-d|BmTJ)Afv
z%hxuv?05rI3ospDdD=0Tzecr>M0k$Kphb525PYzB>}H%8rEF@po7RV_rLxVdb+nPE
zewT7_NnhLw8p&HtCNtK-xE_vu4r!<>U+S>9o;teTeV=8ANO-LOD|ObPB)0a;&w8}q
z2IirZc}m6g9zjll^&#bP!Z-}FM0G}qR!RudwCed*TWDM8MzI+&ZGK;3#=5EYk}|SU
zVnB_+Q%5F#?#SO58tuzpckS?l@J;^Q688`6J{azOA@+qR79s#g5Go?fhtZyn&mIzV
zz3xbuc(}AlXnVrXoqs*s;eMh&MaP}mZmG81US5MS%5V%FKLrVQ^t#_Ao5~Rv)Vdu|
zx6Pvv5YA@FM$1^kNJBh^ko-DIueXUNxCs37T5k@4Hh|Eb2zMAn3Y^IyuPPnil%bk9
zVsR+9obZvAd+_U)<W^TqPzTr(^cLeD1BkrP!I$akY4AJ$EC_3(^d*x+wweYjd^<MH
zz5oqRZznBtb7y!>`5VD?qR=xxC(LqZfil=7gbKQD{OWmN3rq~b6G7SRU)c`qndMf@
z=>ZPZZ2`5*tcBUMMxtALwLA$=;|OxVxWUXp1-W}NLZNiDQd65mD)jvoQI@AcpZ98N
z%Z^p`ng>f0b!XUhrzI?BN<o<>OBC`WSzH5LvLp0r<*3@r@mdRUvsNwh77f2sSeWa^
zOU#c<MiLCf@+ZjLufw#-ekT@6?Mh2m+*GWqN+x|PsTaYC+ld?LA^!$57e?o@$|+q*
zwR!CqnAld-Qq)S(M$tmiYU~=ix=ru2y53?_#@&~BoV2!gKcR171Ios_Q0xxZ+%A@x
z$J$Tkp30?ZuE63|_Uaw6jtQjpyMswAvb2O_5V)m*M(xS4Tq491FVJAaLb&>1Lx8Xd
zC-JVd^3$S`Rp6s?9=TjRvpJ+LON69QWqz3>#|CU1fMX%hbot$nOY<v13Q{(N^SRQm
z?NUWCUHpKVnUWq+_09Pa9p|(rNxBD!6Z%^8plQE8ox6Z0s=;Q<?~F6{2{mB2Oa5bK
zgO4`05f`7uOiZm<Bs)^-mvG~41k^?-T3uYK^Q|JJ#3@o_XvC!(dbr!RhM}Obnz@i5
za;SH5dcFkhy9Co`OAjQ}Cv1^l#tG7=HtH*zIa8J|TtHEVX%x4{kU@j@<pN<Cwi(-M
zYDcW+^bz2<Izye<6(M*!H%kY%IUmmG|3r9kKK!*!06aKur{+*G_}d1*a!x-B;l}y$
zP@zIN5}|=>{%Gr0j!y6ew7?o;Q&cBh>|3WX8@$CcbBt}G#;MRQI%}m^-)U*i*PyUV
zqg$B7FH&!UVhpl35<IbrulN<OtcqRJ=!?f9m>U@FwvM5u41$HWh9ZYqM0mwlmb<|_
zy3<Gv3O?;z?}3k|hH2}#o5H4tteN@19$^Fp4+{K(4AVq!yxt+tW5v9pn?()N?@Vto
z9)7;!^0UJA;9mX#jyv+!btR;32S+^k`oHRtIG;VBR0(h<UhB@HcLxlIH^Sxf*Xz?=
zuXGhLb)vg><c|)&@M<c4SRQxZTtK@-Ez};E^X|_{6Sw|++4)Fyh=a*LbK6_C;-Y5O
z@4sVwGKUPxAKK{>%=$Lx^{Bv$@e%2kL}2f&+%<v4Z4W;ym?Y_m)THjl?EBpUB_K8g
zD{BaEL7(39iYwsP;gBWAAg`18)I8UW)MKWcM<e+)rKs1UAI&?oS(_>^@s738=}SF2
zX|p*O!9n?z(%!_~)&67DBjWB*EWE*;uYu73l7_Ez@Dj3Hb&^dX?$gwj9)(8wOlK@c
zE%dlhbl<(o3gt-el1khp5`ez)yDvFu*x*J$@-uoDyP{$6RgYJePEImq;nNKkej!v4
za<JUqgVc4;L(8Lv(8WV+QeW>)xVNe@sRJUWgB`*CjZSZ4cLGO!hpm_E4aIwChp&)_
z;v%x*d=+dc%uLxgNpFr@5*+Q2A+GXMck73cJ8pj!Pn4FVnDvx|&hm<iL;h$JScV<P
zT~DMJ--2{AmWv_yG41J-4$iN&_sVvtsag^jHSUrl!=p_jFY8Of6o=c$5T1t^76d)m
zzp(JT6nB`?s1EE-9+6bfOtEY+b=rmwSwmj={5j9^3%<&})O=Qb^R3rI3`V+|lNo$&
z|DkMEUIy(Vudl)`ee%UHap?F59C8&?Wr8CYOJ)jm>d*0Y5j9>{)Cy!y2GQImb^7aF
zK@VKO6&i1Nol)QxN%-9fgJxbweP|&z!?jxyUGs+b*;?tSWo75_D4@=CqCADELo3x~
zV4f;|jJ$=M>-TIN^e+B@XwWXq>63d4fZeijAR{p~HY+L3AkL0ocM|4TuSQpsEL|!5
zPF?k+alFdS&J?Cfal(mRtHT}u-Tz38flXAAs!DKTh?mfv8q}hcxpmAyg}Ux-0s6Nn
z!g5*K=%ovt6-<e8@>3@LYI;;Y4^W+jeZ}UHQ*k@o1vt`nN3|qE2|M8<l34~g_0wyB
z!4)EPPrj5X&~N50jX1L%RVO$K$eO$#;w>#HqE_Dfxhq_W*Du4b{!%V8XE##4!YN$n
zO@qel^Q@L%b825VOKIhe??qE)hl#(hERQl7Y{56QwCAXbu%fkN%}w2faQzO!Q{SIT
z-L>OlE3&7ko!?AOR6i-Tp6sW!n}dV6GdA&$|AO@`>7LIdYp5QE!}DM#ihDia@;8iY
zN5IP0DSsmBO0ItRxb|=q9x}rAuObR_+{mrwY=w~}g$t$Tt*8!V$L2~$ersxccz_V@
z_XfcMJcpn(oBJ{))Qn@&lJV8q;wan83NTnXzW}=0Z|7VUNZ}NontM<yxwc3JWeBCD
zPdQ2Z*%GK2PQL_`6i+rU@LaZH`@1&F_9;ujkCQUH93+r!^~-3}VuyXydBenGrSs)x
zASD$zJG7$Qw6Wj^+pXCQ2B_o43XOLIVj4NKKxJ!jbXI?)Y_B^p#(qqO$g=q!^&jhb
zXH&TZLse%hRLjZ~z^9S>;Q^-0W$&`t+4jns&(O%wV&CdPR%qTfFp@E^SRq6NvKbO1
z7o53%k%&@?k?3q2C_`<84{vFIPj_z4;i#s-g9+qsC@oS1wU}Q3BK1f+27wqm1PX;d
z$@U0v_V@ezL;+c7EWamU(*sB%3KL77!X}>NW8mc(Y`^V4EQFql$m^VRoonUn;vKt9
zOINECKZ{ULh7v)KIH>h0@xp3|c!?le&2up3nw0aj;=HkyRbg=H1le?y@nMC|x9vSk
zFwUZd2QRi7rPIusvWu^D2&%6>!M*x&ZYi7~LVVS%4w@Js3HK@+!uQ&kRWWcs{+&c_
zcbRqJpvsj2V61rP8DVN%S~4AW+v`{|MP4;cslld*6RyM@l7=e^5N=QjvxbpZeXK!T
z(1)^>psD7+Oc}#BD3b7Jwmoqm6+oc)F^?ja;VBJIAHkVvfQTRBZbpY=;Z~w+J66Ad
z{6#(}paB+U#7@XSmzZq(J6Q>VlYRxvfMH`2sxN(!eHO(HAZ~Xwv8-Po;o?#UNhuhY
zX^8)8=}|~Z<C=Se&q$9b=6tg-N`nkIA+(KiMlMxY%2q<elGZg<vW4<|g2qR6AAXEA
zfRjj_85=H~MAo`Uiz1a%gle;pxoH%pzmWv56p9q#%{~!{9NpNK%*<%B;6_+&hI>A4
zP5ha*+J1lx86q9_Wg%yXlw$Eq;j?4x*)wEDnvyC5JNklH_)@Q58Xe#1{OMFZNWA0x
zvoW6VQloT3*lD6>e`%RRwH!Ah2m-Nuwc%A=510M>Q>@wH4&ybhdQ>&GXD^hna2~&+
z=6+XS4GSZFS6CuPKPBkT{2lI8tni2aVw+wfAJh1S@*mALT1g!h&R9s1=)d)39CKX^
z0S?Ofotx-LKgnQ)kk!e2q2^|h0`?`cL7rOIqHj=ie{rhFcgL2qLxMQ!ACT)qQXdjP
zcMGNK0~gm&ze8re{)Xo)A%A)0wCZz~xaFz|Vp`WfE!Af-WQrA-Rd(|dx6IkTk$S{S
zfq0@`hjCzoL-m&sS<*UpC7vKf76-dwTzULq%GzhhXh8Or(cU&9$a@;Rx&8&TYU~Il
z7I9v`I34++pDJjRpbOAj7VjhM2;Z(<A<FrPFWP+MK+=9+OVUn%bQA&=ymiBcyuDvT
zT7EsUiL@&%d^{t3j7^$<BL3Z}k0ZGL%MoR}MUW?*hQw-TUd)CEfVktVR;ZQfb8d`H
zz!a{i1V=Rf>_>RMH6il$>gQ&faXx(`2yShn;dTeEXxo)zp_dC|VV8~hMWiI{_<Xjg
z$QxH5nA@4jB3S%Z%)33X=p7aib8v-^6v9H3@o)%PF_-YbI*+Mjk=H+Ef0Ltpy*fUr
zvKS~&oy0Sh!-n~B&|Af;^mt+i<1I>{jFt8XEY`M@=q87M5|D9KUnyHrXF6Fq&&Bw<
zRrwMl<u1}7okXj3sA6-dv4~^wypdEWOMG_4z5Qid7hhy|ckl}>*@;XR^~wkA2hDe^
z|4tA58@^=aU}yi+|Cct%`nRV1|4ICnl2Ddc6#LJj8vl**`wsw;;s1u{{##7dU%=&m
zAiDnmWdAUo|L*|o->~Vwj`-8|H-h_D`(HThAK>@jp<j-_0;v9V=6^o_>HGK5fBIP2
z0e`La_pW~-z@NMQW5<8)`_EPX#9RFpGxg8@fAszVg#XO?JR8hETK<6v{~Ig|_;cdF
zmCFB3s{L<%A^#<T>64EIuzm8ef1<3ISXn<ISte#?Z5W0>jJ3I;ppB`O@#l_z<FTK)
zX#ax8GXD`^|3jxG;$ZqzVgG^0ezyNprG@!RrTvd^C8j?o{7*6VQ&jy2?E0@_?7#l;
z{f8L)ZwTxkHTloX|6PscGXGR#8&#Yab>`NOZa0q3ojk@mV`5?i(qg_>lYRG#A(93G
z0|@{b1cH(Ix)4IiNShnD)k{4KmLS$Y#7W7u8^KL|4$3vo!_vutsOW$0Q)Cm2bv-eD
zfY{a2B(IWL+Uh(7a6ZmZ{?%kXqfI9f#Dx@iOwPuT5|mHV_X8=F$I#~{fHNxv`02v5
zz6r3)c_1E=%3;}a`ed*5$|mISa_TPanYD;XY-D9&ZJvc~E51m~U=<X`83iejwZhe9
zEs3{?ALupG&TVpAPw@`)81pnC?XeNf2fXI)dGng&_TjXW)w&hMz3Op!7Q;dJZGLu+
zkORoumISV0#0)hqXEnwTYPOpfoOnBKE$W+D!I>RA?NmD#UCu3cKKd6gjR|3;_kI5N
z_cuhkMenf4ooEH(wwa&%UPL$o5}`RAnl&{|q8<owdyF{A1Y)E>qd+h~vva{|3XmIt
z1Q1K$-PwRg;CeJY{BBYpD_e7ZJ&H?E?Q$$HU<OeP9_C^_{M|c~V983mcGSVwn#`zZ
z8B93?mhp|`rL_W~+8l>=SpFyz5=b8$_sjKSoTsa(Jb(8na<i3a3?L^UMy0T;_sTt<
zA!$xf_iu1hZi>v|KV4tHaLiq)*raUH4~=y)!Y<p!1H+PY%B{L`y^ry&UZHgNxXt+k
z-MVemZ1PRj000rLP5}1hKCG-|tf}+bzPu^!eaJ>GlYObPyrv%`J@n#C_3}{EctN7{
z;{I>Bq^p=1Ok1h<Gg0+x{9H=gf`|Lx1$hN4`b;)YvA|?U?xi+~{Nf*he9#KE#oKsD
z@fie=mw35I6zbU`E&v*5Q+MC5)_Zy_J{ANTrcklYF2PE@_$cMwWWQ0ZQNy8Me|PF(
za05@)L%+?Hn-8&2q#6}fMC*M_tz?GuMIjV1CQ1qv7uDJ8eN-<tlHU<l`kk{&LW6=F
z`fPU!tDqBctM7H0@*^qxl7}Jjk&(}dRmYj~P|rLx5r_4A60tuTGA#-#O3-DXK0yU@
zeRArklW_fj3i=1Nd7Oq#{?W%Xv%aU<NwGbA4(R=$0s&qBX(UH$x((X9@rDZ~YePa&
zQFN)UN4<B?ntCGL`6#)oF|2^{q5r+Aa<O6SoV(FE$jTNR(?;PDi-!5e8j8l2O$pS5
zvl?e~z4X+bWtM3A>N>jkbouBNytoOtCUxsd;927Ne%N5%+!&^8%aQhp$7VzE>(BPG
z41~szPRrI?tu9yDoQb)kw!-Pphl@0V4Em06W?g`()>Ec+cIM<LATNXXqj@@{CLTv<
za(^(4aRW3F-Ie&9b=IyZ=I4n320JbQDa;$pE^B{A(?HkJG?tu;|GrBGTILuUhD<{>
zOfC;{Chw4OXNHgRW#(%=en-?n?@CrgRE{Gjwz2=2u_9KanC;fLQ)^aOUhuco=`k}{
zu7HHgajyih3fyW67mh7KN_lY_L;38lU%#v7DHmgjt^2haz8H$<G!U!@AY=z#z7kfa
z<LRRsP7TtNAV&r<sR@m(*38uONdz-107?T_5)Z$e>Q4@7#6l+mIY;LV&Dh*(-okex
z5{5Snt{B=5bb_g{5#!=OJ~(*6`HtY3s0|T>ztLfUOFk;%v^PLoi^=ys25<Ah7dD`5
z{#d;<X%7M$@!rE~3u6%@B?<<@L2zYj1+4&w&JZx2=AVv!)HE<)mBGD{Dkr-4mGBn>
zPELr&m`8ZPY32Zur(lY9ykyi0PTtksrF+zl6SE<PH)2v3>NK%P9T`{J*S?o)4A-2p
zK0u$jFrY9rHM}4tt<BS%A*lyx_QdW8qR%T!@vpI33Y4}3WWl&X`Xpp@w_QOi1<UU?
z4FkUdI{mr^7NNuw$U^hu*=tkr$Qa`JnH*E-#!1Hy#$8X5qU_pQs@$S4?VUWFv~T5W
z;+B$Y2)p~khQV2sqbz1v=i%1q1wf~({KAFp2!E(^2kHn`Nk4#F39lbQ#(?y4S@pO#
zL!4{yKuq;IUdp|KtT9N|YY{Udi-^_tOIR7<rONHcBV6+x>6Odiu*9YI<NbJH+sAW^
zY#DU0B1!K@Fcr_fJN0sbT=QJ=w!(ZNR~v`lwrGLYf^3S?oEqQS*q^+jd4%`E{Gj{b
z*TWEpb%i?7chP~&e4{(Omd6ZN_J8Ja;!g9Yxpb;WH!<X}5zEZhX1UUcSp?aOmep5f
z?2|+=>ythtm|nm)185A%h_x9KGDA*7W>ekh4I|Vi(}}y-;EqpvQ$p4kA0R-?g82Mg
zj6asM2lVW%mSfb7m`Ti19M|I{DiJ4#f=t!G^-$)`YX91Ub59p4U)0vll(ctc`O5lG
zVir(v3a7HZMzNPa#U?x_%NscDsM?j)<2I#dD_?G(lsh{PXIij|{cIStiai)V$S&~I
z1LK;<GEbLinSb4<qz-PJ3`=0Anx;XMLA<tC4yV%4<f6*1Vq~&~Du@)!!xD%SMWi(C
zFKqVh#(}Zg4C_o0ySABzTG)gmAt&<cEBh4OuSo0S^6FNtNCilhJNV0}@dyBMHY#s+
z#!=Rj0B1-c$Bfd=-Vda?H7pWYCt7Qd;loNO?2Gr&TU3v{uPvSOh9PdHX_{PRLOq3$
z0?laFx!-O)y2T<Ld#jC9427Ypj)?<iIWZ{<_6EHJip(on$Q+Z~G`SDh{p}RJg_FOS
z#YWgd{bF-U4K#rs8Ryj3P}~7Imp4L~z>~T`Nj4Yd`51e<dUlnYTdUt0$Bc<Cy+8*l
zM6rto;u4<3o|Rq`utJvA2vazSAc;ZMio{yV0KJ8SMV`hUMBU*bO%ul7wTYS0K&GfP
zw-HSqw~EbBa3{UBJ)VaPNDX+$X{x*7zFd$!Kex51G(Rud=1sdmvd%|cFQXw|^U7P3
z%PfFwwqa}0JbG=Ec7$nO{kmKPVn>Z5<tTxO&|cYt?!YbtE)tKO*DImAXa}|nAE}S0
zi7tkIkBXGXJXa{>2%*vdK)>`6U}niCnE)>+hciWQZwWgNtD9Q}7?>2*jV{BC_Iu>x
z;b?H-)(Hme;t0r@@w787nVr!!va%xt*w-F$UP3utSbay{zmEWF`I?CDF9*QhlEJps
z?pykyARfeqR&MrP9q5i%dl88XK5cags>8vP3Op=%is^1T1CsTiP|(xI3oS&OOD|+_
zQjTlC8KQ~CskLryMRHLS57BVGi)2X|S*#uw-5twyzNapxMO)PzLCXd+=9h#q7tq(|
zPqcmf{o;$(k~9Yo0I8TRflTWbR<il=K*DW$D$Y)lp@2iO8O@A72ZiAEXZ&SMI+@n}
z#TUHO0^AThn0bgV(8(V{C<OP8WLj5sWLnG8N3tlDAZauu--AC6$h5rUzl*<mLP!5K
z9DF`1fsE%FGtO>eD%S37D(*5xN6I$N4u6{Ghm_l?uUzjPhoswDSMuefPOJa0rr*j{
z+;@ssA(X5~N3ylcI<mE;Kg(x<v2rLuZ?4d6XS02OUfGWFF~NM>`Qh$B7%QCLf207Q
z`Vn~pS)A2@3JyF8G~Eij29^L<4S#Rg28<x!4s@eg54K{y>9X`aSwII&0iF@-rzj2Z
z!WHDSR5#W1y^8}-MPR3s4CxlWf@*h}Z3Z@#KE(~mmfXBV)8(uxL9MR`Q+3ygr@h~$
zH_et6wa+D5Rl@rG0%oi<>urUiR0vFoB1nd{Iq)1XnN)+v5(kdng(1jz1nn>kH>byP
z0ovs5R#w=Cz(==ykB=$yQvef_?6`D!hBx9pWYH7cdswxyoA6^Br<#`vy9h>{cI;1O
zH+1|kqzC~$+rXtJJ^68<x4xYNZ37pq8lYVAh-pnAv|#2N=mcU+B2%Jd?*JXYBBZpK
zcaVsF!L0c7Dra+Vpx>uIF7Nmqiz*Rd>(~~zUco%(Szt%zvs~Q+JbFKV7$d<jS_v?Q
z*A|}`vEiA{>r@``VG0@-#LlkajW-vh%gE{+FInpzZ^?;9#m=DVwd<XdE(}^jmMl;A
zX4}IDm-XidfK93r6+4NJ;}?>MUfZ=5zC|2$oJ(*}pU|I7PGC2(assKV=$zKL852xe
zDx|+kL_7Idq37gp=NNq@f3hd>@272gicJdop2eh>Cb8II2WHM{#s*>!@YXr=^XE#g
zRN(e&Rt{0MW!+=xF_uMD6Zyc4tV~f}h=S#MpatAM?w=l;ww&qWhjt==vYolUA3J39
zEnZk^+Hc2@TE5uHBAd}Z&sU}V)1d>^bs~G-HmHXQFCig)oczT`>VhLMngB9F`aGFT
zcYdXa(NX#jCJu@kJt%^dDrd{7SDRqhKJ$GkQ-j^CvL+TaJz9vwAwE62HN$LIv8B5=
zVoooREXwqR=@d@XrePcDl=$W)Qrw)Dp|x|Jy_UHqT37WAjT@W;oXwT;hL+Wd(rtsR
zLq$~itXzSzi7l8ofT7@zFf>7+#^>f%N;~n!Z$?4aj?cNLz<oEn*PUw>Pn9nYT8FJW
zr{_Bc<-gER!U~`%CB|w2&Jbe8!}Bk(%-Ux|4w;AI?f57Qg0GxZV~66UtP)_j2SX94
zaeT^l3|ek5<AVA<Kvmp9^0T<t&fcTL2Xt5pDL)}sW&JVXoK~Tg<6)dZN0iIB&%3Iu
zPs$tQ3BNgC#A_0S^Ch$I&%XFRYX&t{GWlxU&aTc(C9h9_smWGqc6ca_<w}gC{X*nv
zf9eF6kJCPK#&7F<H`_h7UrzN8NNtl7^=-f0u9DkRTJHpkcZqP8JfUPT+nxm@hrbHY
zGGW!=<cSx}-e%F3P8wjtOK5AXE!eS4=}fbMH#0WyiPMC&+qQ20w)iw`!kLikm<*Tn
zX@$oQC|>6zEH4{`Z$@XaOtn6BdGc}phLLpR0}un5G9(!_iW!dW-o8uG&-7?n%M0Y<
z9ddV?7R=egO3nBUC?`r0BvVJ~Yi6PhwB}@pXTj5Z3E)Z$L+L=hNJvjCU9Y@T_BV4p
zGgg)*Ge{b)EM?4LHZ)f^mj&aT!APEI2^yhWz%Z>Ek<zWi25$quuV?GeGS`YXJ}%MA
z4gk!hY|Obv7S?|S@>AghFGQiSGvIS!p&yJ)h5zYV^&Cf*xrqXJdc@t+XAUh7r!_Ir
z!vE1XV=)q71=>=r5EtluoA(kR8vixE-f=|hm)6<3QH?ZKPU!+l+o6OWekhUf&lD@N
zFr%Nt`x*yid#!ZlwPewodI<SJSM_<7_v*9l3O*KWY8GSzkqOR$J7Q!ViS??cwRXA7
zeV*W`=~0026a;EXS&&}?RGhX%l-W}!F6J+2*vawKoA6)I9)ZYBRllzLs6BblY;Fk;
zSvnHpbntjAUJM(^>_ZNLSzusHm}#NE(blGxI3ju-Zu4l?b26KsSDUv%07w>_`|+FT
zeX^NWlXaHrefu(}{4$r|9flzQlnUz8Uq<7wg}%w`1q{OwWYrZ{ujL7t6eu-}{ptit
znV;7=-;OiUGZ~W#ulu5zE+Na&KullZ`S2MQe^MpBwAiz8PCi$OKpISHC`bs+h4dof
zL3k%sAlMXpV=sy$76rv2LCV4i5va4Ts3EhI$AK%`rlonvT_Ty>4|5F`c|lK;2@+4g
zEJ@AkR$?TMU4`9dr)j?17OUy#%WvT9<n8oUifn}CdhD@U+0up}>z$$Q`(}0P%OP5&
z_e7r2jRyL0Nr<Kf^?Gxdqc_m!hDk2SLx2i8DBWDelseJqV5vTMN<o0%R~=Fbg5dal
zTkr*-iY7Rx-g~--v@wz%1fPApuK}-ew`1@)@C!eo18rVgEn;!rs6aXBN8N2UO5Y4R
zsBf!YucKxE?=%)Ap<mdt>dkhs5q?~T<vpI4=ToG~8<DSx+|Cn|I?XU}GYye5D9nlO
z;<;~)dU7;%-`!(?aj<(=obZPFWLBK8NC_;EhV(tY4m#KhPYZ@ZBrAO2nPN!Ycv8KG
zE~VL!s%RS4)MG8P2rwthQH@Us!Wu8Z^UGlD>{H~a<!<r^75RU6jjxDp8D|~YpC96j
zmBT~bqHRI*#-WuO>v4$eEv<jLE@N{va%2;#DOMiEvdoI1uCq+Ik8_Gcrv&H-NnOwK
za7A{9vg?M;U<_tvleh$L)tOR-bO<O?CnT-h3K3cBmKuk!>EWhs(J&(tT$5}-Kvqy(
zs?O)pC4cd5!2&o68+JSQS>)5o0^h{`%KRlO8?}J-K=Iz|FG&TJ&fCn`6C^XDipk7*
zM}I0M2pS5jekz73=O8Gg4YiP<go!`^7BQLdRhaK^ORszoItBBQOiLn}=@IQ)?Kv?g
zKVni9M!PgYyHMmh6<<}f$$ST#O#iWH!yHaitH#Z~{1kq0G`ytJhVMh*7y2i@^A`&F
zhE3yJ%J>Fz><ub&h~;j6x>bkcAnQz9xlybdQ^UAOwKA*ax+@;0z65~#+F`wY6`zK7
z2XE~}QZHj!f>#UoH{OSq2F)y~e$1m*%V_UGkLF}zE*UY{0Cmsr9gT=qGGQq(GDK)>
zD*!<n`9>NvkDq4t8nvwIoPPBt!H$t9^9i_(XFH<i=(7S)J{r{vaoQ|LaP4c|Cmr7?
zg2^NqJ?wL7mtlKBPQ(Vl3jM=`iVAel$YMU@HJlrfPU{Kj-Aj)e2&*!>JiT<T2$(H*
z2O%#2+xYLy4-R`>mV;t#dC7S*3ZZQ#>(|l@XCJ3eO--`AB+DqA#-<wvmIcKwwv3)t
z*tQ&JsE8>kvAOq(ynTo6ZK4XxcQ9po4LEFk_$FQ=mNjGEVs-HE9%xam7<3;aoe2v9
z34+#*Muuko9;#FuEa3#kackl8p*UMg>DkERe)b{u`ZC|d^cCC{0}xPBLmvz<Zs@7z
zK~-`_QRL^ocnd=0al@hkef?62{`3`J!XM%{?A{vquKq+W`c%ZYdYgIA+kW53hvRi-
z*|&$R$O?FG#@%=C8`raUqxGE!-JU1iK3%Xt&XmR6CHF$yeHH&xGkZqcY>#G-Tn~n}
z%~5v|Udd|97_%nWPzM7J>gMu(T3LazI!-jcaKLiSU_)^`!%J*9=F3#YfKmJi@*p|*
zrAZ)IYAEJNMJ^^*f(d5xtm54{bUsljn-YV9z_JiHsMC`g`<YIs=hV98!|tR#AP|vP
z@qQd%JWs9b4Nku8w&%q6ab2^E0u+)gn&iGrxN+R9J5}xD2Zhj@5<d5o#+EKD?rY!g
zp3$vY>mAah4ul`d@nCX4^B2C59R-eN>%e`xq#U>zSAV5;TzJlTj6KcR6@K`#`=x28
z{JuO&1_PjG(Tfns+mM0@7C2^uy5|zuOKMej)_@<(*6jfYO@M2fL<3&2lC1Y&kD+Uk
zw8fI%(fOd|xihMZ8d~=5iA*IG8<2QP)!_m1E<Xo<FEX1%y=MY|ct`2Q8{=-*h?I*j
zp0WI<b0k?)=%L?a_ON5rHcsglOCotTK;5vq6F`lCG6UvOFe`u(t-5;*x=&8Wd#2NF
z2crR1gV3L+r=m4doezP500s`C*%w&fkS($VODqDzpyzO^rI;h<_@;TjZH*W;HA9Fz
zxVON7ukoRAYrAx7daCd!PN2~k-Dl(SXx$W%$#ES@p_{72*=}U0nkfsqj~^hYMR2#F
z;=DN{C&S<F2f)Uo)2Hvr;8Y-gHFW3srd&)&92LVB5?R|Y`nKSG|JKQSL{T1=J&dIU
za?Em##<))VDGmMRYU3f69v<DXl1U<_Vd++PNU->65wd8?VtR0^*gv*DFh49p?*n;#
zsvfFmO?EZ-JAM0JGY);_YxLlW+`UKaCP=7ij!O<$gVOJsBDb0;9KXBb`4%#&`|@5~
z_H+v~!A=YVYPGP%WW?NjgM@Mi>O`Wrh^Bh3o&>{MD+`~VtXc4xMMUpBzRGL(&X0-g
zWU95!*X2Vt+IByhtmj|SDp?a_It1~^-syCNI|PmU9vir42ZY|OD{8Igy+wD<n}*z~
z+vSJnbJ}w*Jg&!=5s75VwYoGtp~-$9g`Nk!*|Lve;6;-xO5=#vh)|!z3Sx8Nkea#q
zM5@G5Dz3dRmB>5md9WYs&U@m}w!vIw=B``^u%Tf+0t(Ip3nh|Fz{uyl=21M5!8q-r
z>F`f>l&hWvd~Pw0^;s+d!VCRiQU(olT4WKy2?{LHyp@zKRPXAqr4y)Vb?8z};x;vH
z6AryNy!34|l{?`5n$`s5is!+u7ND1kVCS`9hfPF+)nC*JQt;}g2nS2^_-im)id)va
z0keJhr|^1?)9{v3Fe3ThgwCXrTiPYkY#W#5Hr8Gr5K7rKET?<*=ZV@qz>%=r7A#8A
zKh2)1+0XW@*&GQ0Hqf*w4G&o99o{m>Teb70(7Ob<UBt{WTCEi}eObd|4h}vW#hJEZ
zI(eNak0z~xQ%CM2^Lpp@@3ivYbf#Wz&%DyRj}k>}XZ?mm+9ipbpfF&SAdE0@Cz-*=
zhpmFDgStZN_-be_e^mr^&^Dm6dI2RpR|^6B8p;Q|!FAm2Zv7X+ow0|`05k#qv7)I9
zhHebg{0;9{q4FYwaTG<#lV7n%VKF8{+oAh=Ws<wyf55)xpvZZSA8zZtyV#fQBlpdn
z^4Uk5bP>~blKXV~6ug(|03`O#$OX+8sm24AGeo?gG0Mi1jT*c8v><e9hK|?qoQE>?
zA@G9S(L<T56*P7R0+6LLV5A&6X2Yu?P-cMSVibjiK)+DsOfslYoY{J~tm;)j^{d$r
zJq(m)%rNkDIG@B{GWFjbKKvA`GF;bvWY4HJJ(<_lz2I_-1rWYL^!iEMs%QA%2UHN<
zd7sT_enYIT6r(EsOas(ivn2DGF`p}S_l%3_E<0lv4NH5JN%{&9VXYL93Rup3mM6ub
z%AeWb)UC!Y52<rgXQ%}+%m7BQQuRbOOmK_i%(aJ)G}v)W5<#@Ki}vXyoS!EU&dzg=
zS9|a%)!|e>@@GwRZf0~l;hhqXZaVv>@l)Bs>Zt9)NrunCVL!?k^?^~GJ>oK1>;vXA
zKhs%5@H%9;i1#GLDuAt6)G$DYa90K1=to_-#ynDk42|-$Na+ua7Bk8I`6kjjdZq{(
z!8g@gG3y4Lqm1lRnLW6r`K-6%`n2L>><CF#f*e@W^`879n_U@~NR>JlRN6$;plFo+
zFF){f(3a&E!81Uart0##?@f2hw}eG&&(>7eNuSRoSLfV(ONZ1BOC8|l@z2v^xMnzL
zoEu$B97-%oTG!W;R`$(r&LuaJV~735cA1yUMT{hCajXmTWxSL41)0QeJz#kI<8$Nc
zjzSC7tnWqq8%)n6)Qn)68-74ht|nUBr@)c_v=7;&d3;UMYUnG%4)9Xn&seL};fE(D
zJLeB$Q^-BVFcpT8j^eUxh0P{6&e<y#-<8>s4KU<MUfC96euRT#!LE+>tHZ=>JjtFc
z<!Gs9Asz_QqOwRljBl%6B#qydSpeUB7mWM-=e2qnD0Hu~KtNt<M@s$|;r#bX$B_w%
z<2YIEdZ$(+R;cslw!-7x?)kD4LHl;T*NVfEB@V|Iz0FL-3fz_Zt5DxH_6WSKc42~4
zwxU_xw#VPs07CEkGj(9XA?J7pa=G>fW^|H_gnHx$8(;gr{DmI(KFdHA^L-Id7qQ<}
zgdQh(+I!-c(1S}&B7?FZCkh`K)Y3j0@af&P*}-gRxY#;$iyGZpeV9zZ3HfqTdU$a9
zmAK<3W6q1GS(E_gf=9UZQ_CF_u5_Fu3G*g$2So>hTez^wKwM9JTi|~Gr<W{#x9RkR
zGN}dbA5W?>E6uU#Xx_e#`L&da{v!~nZWmV9qb4JSF8%b3KYKh1i+(8w2KGKL-ijnq
z9#4dtbo|sE_acHK*_n6fFWbXgqL0^O7Cg-Sf=G#u0gIquu-US$lursubYWnN2TXyk
z5Vg9VE{C`VTJQ*MB6`vznw0UPTYibhEwBb^@|gy&Mb0<gOC|T_SLpp|otR(T*Z^=^
zzmnda3<qPh@@;<r?Mt)cI&g52V2%lSy(9N02c>x7DVYR+J=l7oYf*Lm9x^ZhXbF8%
zwK`oEp!m2OjV2Ut+Ah%Tqv!HKW-zYHv%FNIcc8mw+Cb~bbURFoulxq<1$s9{&zTC+
zHr1ovMId*7#;PiIR1DP#zzL&P_);3zS&IX`sTdjCc~cr}+hik%IxR8}v?(+L+vf}Z
zjr!_x6BtLG*JgaF^!7N({fy4q(S%i+H{V2p3upn92jUVA=<Om<440MX6=I7Et_Z9e
z*a#>ABmyD@juBB0yW7KW2q+8K4S5URPadcfxETSC2G|M+8>j#%&yW{0BHCjN3-Gc{
z^>&%z!--eBaqFeX@1?-+WyX*9e$agMbnNp;_jU>Wc3JXfN4?znDsvG$br?K#8Z7-h
zElyDP(lB)tJarN*y=nE}{(kRs=6c(Q`T4r*yZ9WkY4m{oQR#CgP5J&&P{4)q-?=dU
z+;0E5)#u=3Vf@>L!Sa_^;lJMXf8MeGPthi7g5t_*(*L6i<Db=||Bo(=&w|)8`u~hM
zVPXROOQH1t-GA}vVEF44|LLCiH}}QoshJo*t8X)YS||P|%f-J=XCwlAR#X4?mOtP9
z+354@bESVi{d3G8v&EnO|J8Ky*Qh`5;@=Gye<PFsZiV?zp79@U204A}Ptx(f`Pu*f
zZ@6Ip_ZsB?#c=VDQsMt<xcHm@{By*A8ZH2TRiyufH2*F_&cq1d_`l$9T<%`V#*GJU
zo=Jt0X{^%m<mPGlN1fA=7&uZK+4Dl+D^fXhXc|fSWr?|rzaUj%a)%WfmlcXmQKW)^
zc8IEAI47Z4s7H%!zouM0onG$qI+-MpU#zVv<=77X^nFbCbnNs7Y(7o8CS4Rd{|=Nz
zg1{FLHn#4&1}Eax;RbRy-<bXJTlfj;%i!D1ibjo=*Agd?$4J0$*kpv?L4?4=6|l+m
zh!2bUHRpDY%6+dn9?g;Vsw^0Azelhl4AYYvD+xv|Ul=QOYOOZxy!(yEDHyE3@$&Gu
zN4viu;v})dH$<Zjg==?OshrroGY%$>sj<U1QTz(oOc$tTMacrjriCD&RM^#o?DnN@
z0tsv|;N=VFfM=bApZWk{4M_OOeMd#rc`Nm<`?27(nzuy#iVth#x)RQG0Pg{u0Cob2
zrumu0<%1;xkxfku6psXh#EguBLXMRac-uV(#V?+n6J!<O@;wr&4Jjpd9(X*HB;5nM
z$2F}!FjeNB3TyR^D}I7fZOI3hNNZEx`U0CDAS~1DNr<d$i#1F>JTf&hrN_54%+M{m
zAb{N;yFSz*ZFTp}87PU=iD+6$V%UG<&}nsy3|R}VhtDR&WEgt&=WLu6$1DiiQA6ef
z7*>Q%=wJrJn#<&~@+w0GtTh8E9!@FO;Q$7O6=b=z)oL!Nk!#f%wxyrm&kEt0K-E)^
z-p2V=>-3-Gzmi=ci-kKHwaR}UDKFJJ;5EveIBSMc5Fw3IsE=7+nRhh~7>HY$3<+xU
zMNSy3o8X44%q$p8ef!R`N3;xjWh7r^S$oDxZr?IQ;qKT9y0^V+Y;Rr(q`o^w9e#43
z<gT^hkUpllbEW68FY3el0mSbwe}MYPxiP{0NU1|%2Hud3k`SPU1jZ+T@PM(@%(91s
zMx>5_kICr|AA?yP0}zgq2ojfri4cG$It0n#C%QqI1|QDhYe?zshnADF2X@$dRG2~j
z8HubM@inKgpA`ZNL=+5$Jn$zE_LiQok*0r*0Jl!Orqb<HfJe!`T*~DXA!*HXThUjQ
z7eo!q*CPWGql%WfH8+YY`P~J`n$i+RV*SzE`(5iXOgc&%2aHAT@N}f(xAc{?$oD9*
zwzs9+-v&YJ@@*%$2W;W?!tuT>btS`H!|F!-3*>jWDjfplHjWthf#3rVYJ{3wmej}A
zHx20AxM3Di92k}5ZKjoxq>dG|uaJ)DVSyEB2Nns>k!fXe<u+&srKo>i7Po9tj-lZU
zHYL<rzrxnc8EjGw9)?t&C}hhj?pJXw!a(vNVZ#Z)?(vG3>yU<A{8A->aRm-}zgrsM
zWgtJ3dIHb)6y$VGyEm5<iDU<WKiMH<edo19<6Me9;!FYM-u^5oV(Q6$+rv$U6Q_93
zjO6Fw7WiFAO%IqS`b=}1$12z`yPr>5FuFlAgr*+ihEIm0_j$Sw2^Mh4nGvLg=L`$?
z9pQVF;h9qkFyuDU{Rg_e(ojmsG;GcZQ8z1|BkzJ1bYgH+00v495_OFeZ@Y}vZG!>}
z7BOPY3)3syeJ{-=z&+wNC{5TpXDlZ=MkP|upW16Nj_(@TJHegjc6Zt|he(M8VaI;K
zV+mqv`%(OgH#oN;g_gX+2zOcTsd%WE&ji#G3V{T_T_MaCn>LUl2BavP@E!79&PGX0
zL$+zQ>Ibv%2P{lVKpC3aESUA9%T62kqSFsMvP2oOL?gN<<YhS@@d0I)VvA#93${D)
z)_^S8rnxRdRi=(p6BmjiC?8}l)K(-9TsXZTNWCxReZMk;$LwG`Nm!$diRt6SVMg%0
zxQ7Xj(Uzs<6chLGT4eCaJ_PxQIYt)Iq^YQQ69pQSR*Qw_-H$n(U^_B5L_Z+kz*({i
zmO4)1CkH<Gmax{aUS%m6ZWRx0DGk8wwkFYpz{i6iw9Xu`K>7Ps@OmC7&o%hlVUqJ7
zP!0TnA90m{Ly}S?xl+Sy!CRtfiRku<_E<X^q?^4Yx5X5grG&95VO2!gl%z`#j;%`r
zqjGnTMx5xp(Kf?xxo;P57vaW47(EITQo+(w3&w4{JX79e7;ebZ$D&MWmQt-C+hW&c
zrVOj9FYHd5>9iPJ<6msi!hgRq`>>o(e%V`Ai%ITs$3h8TD(XYjBcLLQoQ`a(NoEzm
zbXfGd2Aj16^ap)rlRHr*hOJ#P^F*w*;x6=xd9a_tcSsX{FB_(kwi`xR8bS+5T=#Fg
z!OADWgzw_BZReQWbs69?#B)J=N}~L<SA@);kksQir+oS=pm~OvSw)FzmeiGOAKFgd
zB39K^lgRcn;lEAWsR{BD7`JupZLs^aEmZ-Rotq!^CBcd{+`>29M%I&Ac=GL0d|3(4
zbor<X&$tIF$yALzq6p7mbNTQ~$f7RznKY}P;=)-S*s-*vW%Lm5;aSs_U(r(5+(}6l
zn{iDH*pm#+-MaJ_!dpT_#a+nt3ko#|H|Sbc|9Z*+V2X6EFKgEC>~hd>wpUE(Qw%iz
z#@c~%AR%RSMVeJD3D^YqDtALh-WinYyEOc?DZWy^+xeCT*43lF$5Gy*|4Qyjq0;_T
zDaHSr+T84z`s(GFgV=t+sw2g6DWZi+#RV^EMM3$D0{2HOlD*dVl(0jDBQUi$k~ZCa
zS|@f_x>E6--rHlHx+z*{UH-4C4{2WHRPhOJqs{bF{$>1$ti<L4SO<WJlOH?$Z>tJV
zwo{=s_SzqWj9JXy-+@H({Txwtj+&<8$?ZvM0S40vpxQSMF>;UdNLnVaJ1jHu#8cDs
z{3mJiTNlNxfnts`NDg=5VIIchb@|_6EUUe}lRaq9(Hhmb&$M;38!KHAynJjW`|O|(
zlzf2=3Yup~+jl77U1zOxYn`@B(<3KM?0r}Bc?a6(zImwu?~BfcaK1Pfchi*N`*^}*
zWV5AmegUc-JvRJqRRSF|{R0S1T|OsLYAQ4ES13tY1KRd$ilkJ3fE#3C9O~H@PRGz;
zntOWB#r!AjdlXL=X4Ks{gL1RuQb|D=RTa|AEuV}THB`1ZtI`te@ZJ27T|G>z4V6Gr
zS{wpk!xBnkB-{e>T;_uH#9wozZ}_5$KDvtV=ODEgEu$76fW5Ue9IHh304js_#sSU<
zN3NX=jOaUT;k@j#S%2YqC+AQ@RTXahcSmh)MeQAT+)+rV2>MHSOfUf}k~kg#F6tTv
zF*)&sdPsyK(3w(Xb1n$=X9V$_iT5+KNt_;BPZQEcb(A2-P70U<A556&H#xLP+@4zk
zm;=&Dcaor?w-ZX9cLEqpFYX|3Qa92#R3y!xBHO(ep}nYGutDLSs6pZ4j2*$fUqT#f
zB(`UL@q@<Bb1w63i!S$&+mT18Le7jrdw*}D1{Hm-uI5Dnv&j)~#EVubl5v4b#dD@B
zzJ2td(0sf~<@Euz5wZu@fA168%hE*wGxbc5R{1W6R*C)R-7Jz!vXKN4V&zmbj3T;@
zZAU2@V0OCp@VwB+<rVZ><ixbX%%!Sqq56*o$%El~edqf|_d&K{QXY4_!Z;~NNs6h*
z+becXR6f)W<ql;%FSryU=T3ajp{GlS;C&z`5t=m$JwDVeGb8#@gc!tjTdaZSu%};u
z#u4{%5B7mr3O;{ihL<bPdK<!F@8`-#4K=h%`{}Dg0_H0D$`E9z$KEby689PAa?J7!
zHrL}dIJtMK1>ThLlEJV$1%1?Oq26HC<wf3DG%XIi&-~oTx)F;Gx2_3IWu`?0bqv&P
z48{~~{`>~S2<2z~?#&s=3uHo`F{t=0LV1pv6(JHbCuSL?`Hji*zAO~j<ap5yGJvjd
zj;0vUchl^}74`xhn13@Hk<0;Io4qT8tt0t$Esg7Pk_c@NalfblWreC^KI713RmZX|
zl9zi)JTcsF_eto23B!eAwg-g9>xW!Y0@U-k-9p?*u({)*@gSb4Q;Ev@f~}XOo*fVj
z1PsKi5=G<7pupFZ^yYD!)Np6<(g=GAUTeHi6vl#mMq`EJT?w!te@UBAQ20Q9H+g}6
z0S|%!OA+CGu?b~_wxJ5__zGvUI#xqUQ@DZ|Y!Vi;P13u%1#o@@h{Xo9`q=TxtY6|j
zjdTU4;4TM|hCLhs7az=z2mBet?oCl~aaA_2kuqJP*8#SW{Eu%xbVD^IreT4|)83%3
zb)&0D!m0F4YQih{Lv&C(vYeEJ+7&D{tUUT}Lw<{*!ZML%)D+7gY#8)<@+@Ew5TFuI
zMd+P1LgF(?4Iw^d3>!01%RlBdW~3}B9UuwXz!!I6HPg?u=n3Ra$j;z6Ko730X~9D%
zP{fY*rX<iuYUZd6_{$8D3Z^hN@I*m*z{QYTG>D**i6=Gs85x@zN7-{5x<$Dfti)FS
zI&q`Vu=}<(%}s9W_IoYQu+X)NSLN75ZZ-%pu9<<~oWb4R&~Va=rK0tWSG0aCS$3pc
zquph7p9*)fUK_#ZX>FUWK=!w~c^w9Rg4-b~nH=G6j2qj!smZQ87XhaZJqy-2ZR!+|
z!>rfPvG@;8=+xre=90r`1qDWDfyg$(*c?|2B)*ma#NB50W_SiWk&Rc%TlSwr8{Nw6
z*g6ltjEp0xXza%+EtBYOX>q!$?e3bx3m3!C3&E6a)|&CS#1qf9zH4=?DSykQ{PndD
zu63n`=-OaO^q0!I%G)n!>Yz0;*D=%4)a;Dm__!IJq`8C`DzM?Xp^3>6w80L^4W0;{
zh-_(!WSRa1c@}kY)A+cG5x|jEA@@3dmSYl6P%<Vs){mPbTqOuTtnN2SY>AnDpO{zR
zbETdw&6TwP|E6cidE4KJ_m+03-0F7#r6v-(2882dAlJaz6B3r$hEy|9%lT#+7b7iv
zPQ$fS!`fOE5h(#Nk9=b8Kvm=tCL2=DQyz-zT2fy2)ov!a{k&31num#u=@vt~p&^D&
z-|$o7o6Se#%YA=$M=Y+J<y6EA603&*c$w!$`0Y}wgHg;t2JjC&E#ITdn}gwY0+cre
zeQUc1mFMyHtq&VBEs1L%x3;uuwaebTJ&)=Oy-SA0K-15FXRJQeiL-St|NKUkGeo&b
zEL)lD_ouZYk^AlCts!0f_IV{`%@*~ws+DOr7x43B^xW+f28OV8!B+JZF{^RI{P=aO
z9#!buUDZgjsmO-e(HakRR&;#p+__>N=d?kq<bqTg_7|O@T<|`UBB8h6^ZuF=>u7uE
zXlN-&Pv8Xu->R{+kZlraMk_)R3WQVSGUe*i?AUC3@L-*|h|z?{B1fH|77d6}TAX^3
z;6xM!=bw(fcqo-9F?ck@kHHM=$Vq<-<}H}yo0=M%ZXw5#g*FSyk*7t>WVp7kyy#qp
zcddE({%StF**A@XsQR%Lgc~d$Kg)S9cDa&D$J@gZSOpQ-qf1b{{Cp%odH%!(kO^b(
zjd+#m4$=jvW|yn%e0gyZ6jQx9tNj%wcg@+C6i4+HS$j|h9p*P~kld5#F^IQ+SFwUB
z4aW6ESmgZf?e44C0DWot#^i-6Ube@f?j<Dpwi^pQCK@@h5?}ZM8VG68;1K#y4Sm#Z
zPr+AeBe)!Nv<U|(3`)VuY<Iz+qBzr*A#ae0wK(NkO?()lXc}34&3!CX8T4b#!IHq1
z7L)JW!({ksq-a>zR}^9SlO-ddnIoWXpz9QUo`isn+2`H{k`eW^ZMRgS_}!e9vv^DF
zAA<%8)Le_DL2BIbkyZiKs&5uWes&Zr#u_j70hkv{yI=@ITST*d%&Cm51joKG;z;uc
zWD0eb5RpP%HOeyO=+BB@D$2_=ft_hcjmSWK`>9Cfm?duWU$vFwZWjYiD#4<`5VfIQ
zs!czAxp*ksWufCwRYTHgwjPJxM`HAN7aBL)pt^Ei)Ujpgic;Yec{1xHn)&;V;1x<@
z;srM~%w-zp6Vlmn9qtr2#qGCl$*L1|0RyOp)nF3IQ|8qxZqaP&g6b^jPhLKqqC=j$
z4?}4~;_h_ueY}7|`(0fU?n{zuw4)#Ta$Rgh*Uxu7@5nj~SOPAXqT=|YAAA0Lz>0`w
za4je=L&nA@hJGnpWHf8QgNKxmA}h`aJ0bp7qrfI*J%YCga3b)b<McI;dBsQ)+O%Pr
zr{(q{qGagVUE=%^6xc^@1x3ilsB*-k#L=rPv{ALSq#+i@18ZqE;*QU=gZ0$296D96
zO>FY}fW4RHE<V@BGr>S<?21r%r^NyB(OTb|;rqHGSEmm3bj}jfvW?!7URo;H5ftK?
z6xOy<p3dV2USnf!NY`%$W*&iYG)~W>7#)xO_XniI&WcI(L3~D9r|$Iyx%w>(Ey0_n
zEfzV3-!IKzCO85Uf3sbil?mnCK$)}w)H7w;vjwkajyN?bklB2Xx9(2jz>p*1Ud<JP
zrRG^INCEC-MUJQyc%ZztcJWZ^^|+xyvw~#GB0t2)f>iT_cY&$0T?Y}U6y+FjP^`so
zvZ}fs9~i1CTKIXJf;Fl?Z?+JBIwWVAP9eT8&YSo6Z&m0`|2)WOwLdFjAbh;+PsDeO
zl6<D6aEc`8W}{LN;@gv+QcWy1DY<8Y%>9;}o!47ofmE)_CnTp155o>1Q9t`-Ho+b=
zWEIxv%%zIqLyA!_5UG>AY!*A>kCfL7&kPHpm%Bz3jk4BEYi``kTG8APC)j;7qrq&(
z%sMG!A582R!M;0YdSAJ|TDKqi{}A_%QIc(0*KlQJrL)quZQHhOXQl1TO53(8ZQHhO
zRod2@b#Gtv^Yq)@<NNV`BVz1*V(m5di8v8IVx2kHoPc>HWDcv*#t=}{>{u^H`+){$
z1<KT~M;p`~QihSi8GNc8XdNC}jG|9R^mGt)o~l35^!w2*AUt2KVe>0I0xL&aCxmLq
z$kOHx6_>5s#tUu^zf>ek$fjjcM=kt>kUa-KA6l<!JARqHD3Z6~wc`~ZLsAhoe>f8{
zGp8E3j)p4nPgKW8r1A_j%-s6`k9I;Jom5p~HHOS49jjecYKWPV?~^1fC)6V{vcm^F
z66;^fc!w<c*1`gdEd_kD9<z}w$b%8ZI)m|mxshQKw#*Ad>W)C`q{ghplqD2O(NA<7
zVogd$J6m|Om77G9hD{xHU_-ri;#vSGsR?SGJM-*_((4}l9)yQN*i^imx!_DOikt-S
z*@MXh1t(9o2?zmEdrx`gzwdy}-AhR&D0w^+J>NtSpG(hS?wpIKu5;-=^=%sWKG0T?
zZWCd<7;uZHNgQsY&Ll{9-Zd#7SBqWO6Dh0Bk{q(|MR#XCcf|}uIKf`#a%5!Q7Fu5s
z9QN}kOmuJP$N<>X8pP_lQA>v^E%6HPz$ouYpJI=mcjzbX<r)$#8=?(SseiNq5xpHd
zE!J3xxSHcfa7v-A9P^(CB-9kjSxaO|Lb@$PZJ@aF`&yhF!>2==LiR@5(dKUkd~N5@
z+EmnN<fSQu+`{VeRaZAkDN-qvVbip&nKO-%59`{iL@U)ToNpuv4ULEz*h)jA_S__F
zGpcydTnTK=Jh^J_+6{(?s@&P2u()V`n(r*@+M3HoA|K3T`_5rK&?qI27}<(drZ4+~
zdM3hKAXJ;m$|<KCRx6vNwsDLuUz3xIN6YlS^uvjKdx9dP*<?Yq#_7?=!$V?t{8?`R
zu{U9~^y%_d9k`}Q8d=%$5Oq~7T{VSkufPgQ3u7JG_0vQM*eK0FqGL=;rz~W_4o5Rn
zdAzZMn3%Cbu07y*VN|M14QiZL@)BQ6xE6d;j!d8ReW`@rEpD0jG1}zrK3sHzplqag
zvl;0&c+~x5(k#o+6aOAaYK1aUM(vOCYZu}J0>Rs8kD&LoL+;eulTC)Brv8^l-Dv-0
zay8%$0fWo1gKX^s9kL7c0$3Zb<-{uapGxN;FF-ZgKV`9lAVHD+OGdxWc^$>+1C4*%
zjaMq`?oE|&9fr4zh;g|gvQzjz7{RUtl_@8><DtJIIzS5x8Kw@4+XJ7Uz3RuT6Y{ku
zPNTpcP*xvDz}AwlgeGb{4TT^}C3MaR>KyiniZaC-;iy}J(coehn<+0L^G(p{-tIy7
z-tnRW`->I)X=bAm-1-dXfpCKxv}QpC5VvqNCyKi_!KzT-Pkwo@WgmJJWGYSnb*&QW
z%kPyFJbhq}p+bGCx9%(j)oKW|WW)Ll1H-b<EUmO#M8+rFvs^Jxu&>Of;R%BzI%Ago
zUu7F<nBV~Q<eI#hM9g9m2#;`NcOXxb^Xvv`ytW6JWIeOwrdf&>?wZ7;GD#hEQ6#uh
z_S`nN;JaeWT2=}Q_HXOn&l)gmBGZ#Qo}*PcZ>lI`x37HPgU#IQ-7Jl6^17e}+z>um
z3m`LizpftGxtTbrFli3cknu_u8K5Ok;|G}+Mnmj_;vM19nBsrVLs_y~3koQc5%<*K
z?f7|sb1v$m$R>$*EQofKBS?vr9UgcyL2VSS<Pi51Y<y9eHoVL~MLjb+74OU5XD5r&
z9MXU%e=*_)E_%lqkH0eHXy$b2c;wV?XH!Kbosiori>7{*jLJSzgX5UpqPc`MU;fRm
zzQ4X%ZH;s486MvRVagmX76ZV@Bd$wtmiRDcryG&dXC;0wM}t<^mI$}|A*Bzki++B0
z4J-sf>xY~?M;?pZD3gBPls*df!9J(WK12LiE*5l#f&4eM^B^r=*cfuGhAs`pAH5%L
zCptmGQVLW*Gez)#(mCv9hDG7_=64(d_zms8L%vV*{S>HuoMd){DM1>^u@?fV3LIeR
zgv|wq=dcB_X)&;k@rz(M=)+Odw}Fu-0FH5uPD3P(QrU&t2|d7I49lD4JVTJp&w?Nw
zrd?;v(-OF=f|Z3hjIvq9vX!?+Jk9K|OEaF6M<=d*dz*cy$PmFaSle-;G$D;BasKJ9
zJK~1D-r5-(n^(=`FkcE1qA!a-&@1g~e;}^@Ep;G2QRzW!TM~9Yu6G-o)8Vl#Q{GEh
zi_Xtdj;<alzvl+ICuZ+Jfq)0xor;KVfya)lsXuHRt>es%w_-YQhAAb-N;pMge<i}-
zEO0cXt9kVeL6#Ld_z*!>1bQF35TrtUn7<Vt#-f7Vv4|c1G$HJj7z)$&c&0nYp*}dn
zp-#P_x~{9C;VaUC010TFAQ4A%l&eE(p4A0b^x8;X*16$*8Mz_UaAiu|MJz(PePSi=
z8{3?8N53|lR;>2NKjVu~KO&dVoNz1T<=xYeukML_RQ35{hk-hb;u9gEVf>*XL-;PE
z^1Gw~Eh}T&1kB=GCq}2d)Fs$$rJnZHcUiG@FcafJv5dR=x)1LfrEK;g?qc&Lf@T1%
zYB#%!QVyTr&aRr69`OV+Ll01t%vrXbEUt<KI>fVkEux!4-q7weSF8-C4r4HANWHmK
z-$lS&WgW<sN_lb#LxzLk(n)|)kd(db_HH-c+NqrnN9#7y!QMhdo7RLAH@E~7Jw5!f
zoSrwLvz#6CiD&)ZAs&UL36QFt(Tjyk7J{EVDG+$8ZmeQ$8>OEbM(kfeMj%^f(t+xx
zKYg*14m@*WZI$#_g%>L^k`yH|Q=6WjU8bu5Sb>}i2|tESz~S)uo(S`x4fnkVlp43y
z8|On08Gp53O6&^+A08hUA8WU{A0cQYj=9hSZTHsXh3~5lfus!lYN|A5yfk(^Hapol
zdOR{^cFRB}BN=u1&Dm4G?BiqZ72NB2cY~n<XZdx;W!`)6`rI2x?ond+Fg13(HY-`j
zHwCRH?4O!D+ywLQ*l<-szp2;S+1ncGTKs{5{|-a`hKzrhEdLQ@p!wIJ?0-PU)szHy
zKS~l2Lvu$%dsBT~DMJTCN(obA6Z_wr-G4WY{u{E(O7jm{+W!tIXZ>h@{{txpr=|PQ
zF#SWX0Eh7dH)mx2Fa!UXKLG0A#$TW`?QaIqf6c!^*B^N_IP@Q|_^+OPI##BS7W!ZO
zfL{*=Ci;JZr+<Hk|C=N5w-51Kv;FVz^nbblA5iu$xElPo&iW6%)PMMAGk&<EQ_|CX
zNCPm?{_4DEVEG?9u9UPN$T08kp4q>|1pYG6rlY0*yMZ?IuZ!}#LIBf;Gq!}Gu7Rng
zF%I3w@t>luzpU7QrHJ7CGSB`~)Rlpb1^jQCt_&>yBqP8|^Sj{hU#Rx)kw31?pQ!fl
z(yxD_+6;`pe7ygYrfZq9g}J&is^>)8TbLcD7jeB6hW7JvFg&}dyFR<9Z~B)O(b(x9
z8&V6klBu<#3*~bnEmG!kj5>M%z<fcbmDnOUix2z{Ra=5Vk}ri>v5R@8B3W-+Ak#??
z)3pxR473wX3q#Fxlb$C+R%fgS8Fpu^6W6U1oLVjy!+4A{4sfP7qkWGfdD{E1t3Spy
zG=tF`vcEdrp6uBnqdRaQTc)*KT&U(+dL|5BhUfP^0_93MSx-=BcNNwEtj^_!k}rfc
zFZn%h`imQ*O^j*tbK2UxsqMVlL)`uZyhcV2e>+251)<V@!t2<vy?zv;=5Ad4IZ<5r
z{<Pz8si<e-Fr90VUxD*wHppFt70inOKI7^jsAmZEc_<;;Nma%@*2!h-8k?i*-0EdB
zGZ+2bvi;jz^&u=|HM7y=Ku|~NeU$mzX@ARY;o}I(Jur5a2dmlaEdMbIuACjTIx+p5
zjB_xBLOv<l4+j6Km6>ZerFww@lkIXO^z_z($n-m}Qh%-P*?TDXL-8j8-xc}PH#0o?
zJyL!faJkSo*U~C5l}5L3y*cs1i7Ug5IaruP*n5)>N#k;0`MPBKJmMZ<X+FVfeyOuQ
z8Ha~xOUA_=IwwO*XeC~CLVI_}-f_-X0>Jb?a;JuEUBc7(1VwVQ)p<oFgq_NQgEc{l
zFPDCPvv;`f{${UiZ|bQ#7B_kBT-nIBf~=YAJ7@U9t)MtBWZbjT*SEB!JF35ZtpnOz
zF|HSI9gb?fkov?lIh2+WQ64;$eDrp-d~54$QOkj@6lY?1x|e*kJhE3w#~!Mca2l`I
zhXJHNrc}B#9e%*1pWvGWC_h?We#I&aA2Yl>Qc|*|cp_jGOwK424tx@K4+|fUhMrz@
zC7f$RIEub4rqRV_G?KKEk-?=>rb7s>EjsfaI9t^wb7Rqeg~66LZTzL^dWL8DstCuy
zqT)tBs=3MtIdHb->!FErcs*`7x!J-wK-?Q~_exZx=jYvpuY(m{pLf?=aD>@9_*J{q
zytGN?tss<sqVrPETV2CU7a|{5)TH08oJ`zG&I@AlMY*5MJxT8RZsC3bse`#6bs<2S
zsmX{^>^GdZLVE3pH*Z{twu1_zr7E&XOpfJ*vU-ZY0NJ9vq`l;y$vRAE8hOck1a<|D
z>pS)Ygoockf%2(-j{5Au{sbSQF4~C5tiI7YUT&qOzfoW1wZug0qs{mF`m}O_*d?B8
zAGBUFr3=aKL$d1QY#E+>D4ldl=|{ti)IW`}=;JFFgxhP`OQDB)NwW>sI}>yOLyhMd
z7`0DRQX=HN0ON5y%L_o($jP6CT}Gy+SnDX~jj>XOT5D7p^2t?Vtvi(RqTv%>@F2b;
zZUoLaUO66?usif6d@n>0I;bhsh!>!L2aX@BvntR$arX#Wxx<C-)Chh#=Brj2$+xAT
z&3o0-guFS@Cl6TOk$s3VseNdZCAiASftV)m92t_3CT}fVEIV)`a;sBBv@w6Zq1B9W
zVUBdnw}^;AUP`VM3+TJB!p9k1Z(3YrsO2)K5`3L%QODTaq2hh<?Acjs;*lpcsS_}J
z;kLED;5#G2WlQ~o++^#TzPa^chZXZtqstQCA_K1dqX|%@f;ycu<Iy8?OL3^%MtYC7
zb!WEOUGZ=($6DL0B1S9;L$$Kc@DxxjU6-d%D?W%B7+F-!)ljBIPxGmoY#n3|iVY8n
zT@~P-iWen5+K4a3o611HqJM@I4;r445QMX;5RZ018$RnYle#XA!6Mc9AnB^rgEq3b
zBbjlGqHUTkecw1hXn&m5k%^KDi_9!5w0Lc)!N2$SpXi&_Sj8MaMPF<Yr#eBlwA`(T
zNN~z%Y_4(Ih@xxtB}E_bUE>#f8qMxHGT7+$bbmr+%|2w#K4kG&lR<uuyEddPXYm7k
zvejv_tfkj<z~wi@)j{wX=95tcC4=BK#4V)w67Qc?4WoecN6@0^R|qoxaSQsz&{Idp
zd(~y>Gh|W%v)|4=ulyt53;v_^WtFkG1Xj`smUfCn2D`)dH@6|D+PJ}zvy06x+$QPE
zO8Vr>TCam(GyDRjGj=A1rTH5A1kI$OW_H);G4~0tz6{J+N$lA|kfm6m#;5^D{K(Ty
z)B=QG(-Kt1|9xPa__7LGbN8tSW*9e49@v%?C-L+DeJG;bmE)oEH{9~|M@@Z9p>6T2
z{t}S0i^q<_cUL@Hu3z+7*$dx|wI9-lX%MI%e8OOGNKYxmoLv4KD2=n>(N0|g{TL(D
zD3#lA1JOT<X$fQ#{ysBR9W0(>PR^EOOIOrE<9LyMeHYV05`<2^>8@)>ImB2wLOGBq
zYVq>Z{lrSt<axBZ(=%0<Q=3wm4kF`u!{_|YN05+2ztqrBW~Q@E``$COp7a#mktfjg
z=fmy$ra@X=-x=sGQwX}lc(lGr+K3<kZ0?K8Tne<Gp*-4Op717-z1u-=1hc3=d%*rJ
z)ad^!iuuZ7WbqEEi5&)8cQ^{8V!O4{uWE}64<3-nbhQpaJ%>uyx;5tEw)-;LnZY^e
zD!unswEO5k^h`V};>pI!oSwW<fSEd)#ucUSh0WnvX76hFFpICx{sY8X1L>$@VE~Bv
z;v2pDxM=m8SizPZ-3_(Xp?1KV;ZLbw!*56bbC|!ac*gLhXhRwQa4a21AON8z514SN
z10`@yoIq6j>SgB6JI<|00k$vVN<&xAFgFxl?ydmq&YeLr;_v%7Y;W+Ple|n)Eg&qE
zASA`bFx}8FNt-uDShC|08hAw?k9h!v{HZJ(-%-u_`!koO@aiOF+!~G@xvB*TdVn(i
z`kA}ry}p$!g#n-%E^6d0&DnszKS)SVeFUcdnq%aeDP8jDnHVFUUu6pWXi<WlY`>WK
z!Y2Py3-cE91mH336D)BGfR95`<PZL?juXEN^zmE(7YhiNual-cT7Xw*Q48N&fp-~k
zDga!*4x0TD;^1a93BTqAQNaGV;s3H$f$NO9xBbCos@#I`-6RCy-)|*o+}=id6J%C7
zJn3U@4f-Zf>A5=u3-Jzm3GG@%B5(~q)H^G}cesHHWiQ0hCD4z3q{zV+{Nch>6mgZc
zJfA#f#O~W=P{Exh4wQLXk>^p~E26drYv!=X39tko;bIZ9ia8Y5%u%jFg*rx3#$`o=
z1YTSgu@5R`{=F>s&1#<fB?|8WQ4t?C)dnYRG6{fe<0l(NCvWvz_I73^lX<EYcW-j-
zH#{lQe((HViss=fpbDiR<n8&4{U)&3pWp)=<%J{BBF<_8GrhJmtoeDMKUViAR;$bE
z)(nySS_wDJ?_3w{&ytOAn4hhUbgWCD)U=4f0!FgqG@eu?e6|T1!@o2{Z!*EH3i+&v
zSfhhk;&)m65u8r=EyQQin1S9>%cxTAP1uKyoStLzqZ?@(kAxOVFD2gNK+be<DxSRW
zb+d;+DuKwnY>mHa>(Q|bKZ$AMctbge0cbW0!O}>3(Y<{nbC8s>ZykOxHucu#j`^g|
zccYxK`UvG(gZ41BnO#|eCmui(7{p5VrBhDF2G&dKwQ^zY1oA_>cQOBp+pp*{)?-Zb
zG<$&2s2DWTQmP7>>Fnfwi$GAp3*-`#JJzdvPe2{jcuJE&)XfANGt1W=1r)2#>V3!6
zD<J*~AA)yGHb-B0Sf5_ll?a(yLsLVQi@w9@a#+u3;;Jb>evSMZIbj0k6=YJ#jqiW+
zpIJX#9e(FO(|xFV{ZZx7edwY6E3LEtQ02+<t18JU{#E7u&d>d;AOdHl`G>K?e^=Gf
z{}ccDSGn*<RR{i``Okk)k$=s<S8%_^U$1^wu=_{sH|4m$*8lnFpNY{-A0^m7um5`W
zp+5K9t~9?X$NhHJ4+8HWXaAM)+d2P6h5l>x*UCq|`Iq|KKX&@a_}Js`Wa!_o+#fa7
ze^Q_O7hlBxdouLDSD$13C~ANC#QeQ%{1y4*BmP-7{<=bcCqvVIl;!`qZfsL?agXbJ
z^xAK`A2gacNnaZ?s#pa90}D0)V{P>RLdYBO1r!(t3<Zxjn>SlTp*SZ<N0Ea?kqJf@
z_A(F&$gBRga9dR!Ld`<b;uTjBr=`Pq{VVL1>GLHtx5owt{q^W5`}L?(hD%2BP(8K!
z`e)HeAPR|$^;IV9UE&+WPxR(z+xzujtV9ML=9(~1&%R8604$>KH)wXSbcx>slB6$e
zOtN0I!H!5OmQjvf!|hqa?rbZKid-0=^dFXmt|${Ydr<dVFjFM6%UE{4>Gp2#BLcqm
z3=FndnQN`a6k@Xl+qka8q%MOzpwnbb)t4G(ahdWwu7C1rf@*|Ds00<z;R!vL_;d-8
z56?o8zxM!HG0Mfw-t?kADN4ufwoSeJ5N`E$H*u~;1*~u{wxJ)eE$4v-k*xyCBU#xh
z?QpIW{DKJ_K{9JBq)Q<OBnK;Jv`+$IAB|}ZJ*_W7L4o7MM?4Lj7Z}ypHEX#G70Z5a
zC->ko4aP)ARl2PqAFh-rSY+FVNyvAOUk*)C5D7y*zFyGV%ngQ+8@Ee)MKTJA>;mp?
zKp5tYv*e0n?^^;E>d22ShYUv^=y$T7skZ4FZQvb={}7HX$7(xyd+=huVEiZ>aN^X4
z5oC+f78jzyvg9!O7<BBFw$P#_u$)S=4Bw3gqS=zp+{lzKG&KKO{+uT3v$2{Ql)!#D
z<6GXBJy!1WX#40lCTn!=sZ5%njjq%bBF<5ccYvyFi9-gvTaym2f%@2ClfM(FG8P{G
z)XkRI(=^2RIaDrv&Kp)lco3`lE8SrIYr9SP0c~&(Ck>NAHLI8<D-BW7d1y@h);4X|
zST-$ywu#ROaxvH!8jn*^n=<Eg7BLDK`o656$ecNv3}UXL<fa65d2s}yVKD{w%8h>b
z2Gj~T6mHNWKE1+2HAzF5xD$iP6Bscp!O=W)LOWgpdxSb+F>P&XDc!xiyi#DYSEJqn
z^YpsN!t!YvS%xNPfRNs}aDY2Fd}k5hl~nn;-E!I3MdW2gPfonC8n&dPFZYrDEcmGd
z3(Nv{Ea><^46sg2TE&)4aSshP&$blbibh8<v=>~maxJ!Aj*zSzVjG%)ib!pZg-Zyh
z83#_!R2PLHR$=Ei7>q5+!&BAqEY=f>2l=c%)cg70EJZHe)mFF4j=Uc~Zfv{m2dWp}
zIr*^{w~Z-=gX}9%rMd`eqXR#yDLqm@73YOh=6Z}pcc4!%NT_iH-Z94h_9W&IJ`06v
zcjfiilRPa<KRW{2S&P>3FgS@j{0i%2r>_`y(m7hZ*NF{C>4o6qj=b2YVGYpB&GQu1
zUuCwPc}>iNu8#2zq8<?Ingj=5LK3KN&1~-LfzwGP0iug!?!7R`r?Enxg)9}VFvz<y
z!izxESs}{thBO*TT;<8$3JJ{vU3i(=r_((h-ixdq?2a;Hr(^MABN7Prz>487XYPQ1
z)8{k*tz(L*0qCYf?fK4jNynLn`)2+EDMACZq7h1H)koZW?~PTR1xKWRrsf>|un4_V
zrsGW)cc$x%P~Rhdf!Gv&)33gRdC9z!nNzGb88g4r5^@tGz2vbvu>(Eu4i||F$2-`m
zm8t{J;eC4EbB~fT|E)TxHdb;MfM|5J|Hk&%*{&4Z29%ewU0(-m)f*HeVCUkiyL7t|
zMQMVCv34+W-#fGd4VJK|@bqWQhw=d@{D?zPSP?8#NupTAUC*mekC?Gt8a)g&%=F|*
z6HB5ekoB>zm`?BwnH`}Uc!hc!{gJ)Wy&FLEEL&_Uz$G^J)IF)zNaOHGE4DD$r1<d$
zNbQ;i=yplw#DU2}yC^QPOZ;y<Qn3|7Kmo?HVZlQN%gK_XTKk6k4JV)P0Pb+_pidfB
zMKZP;t~0^7E^`;t76TTob__oV_#4^5@twZ(@?fz#Obk0FD>^7IkiwUc?a$Wp5k2G=
zDK8mBP(OXoVSsR4_3(iV@Y-Vs=M1=1d9ZLNcAj%6Mp%J~ePn6a`bSxkT#cY=k`DFO
z4VzWiQ@bMc3u>M(IEOOys4J0KGU%;|$`jBboNPjy${x-(9c`YQm>=Xk3Alqh63(}o
zFPy6E9vdFyyT9q?R%$<}J+P<rfo;QGQl+IY$QWz$X})c3iLi-je`4;|kQ3bRG)fCU
z%|mULZP|}zhpAu!?KiG2SyCf{uG<o91gdi&FZKC)0=bCgmAM9Zp8Z3{YYm9KNzD2R
zdi!J**riYq(26Av799Ac-QFr?Ae?AJw?UP1A0c)sYr!;jmMotS4k$w(^|R{SdJ2(K
z@5To;cAZwgn)KYFKWu-5F2$O(1)ouQKDhDFX-vglaExX?jXTeXMV6jJCDvqZPbMRM
zul%kVzoY1?IoIGR4p?GCbI-zF_-Xe>fYl>1O{%+gz!$r*gtAQW4Aj(CS@;{9T1!c4
zadpk$7EO2d=y*;5J|x+)^%o)L3O+!HT+{HQpfPnt%qmyfaKqAyW*04ktGIw8vX+6F
zAeSV?h3_5)#*{%HX3+(%8BXizQ#7NdIYs-ZUt#N;XuBDv>g|(ZYZ}P(v>uc9K<?y<
zpUOwT@xv;9H08Gt!C5xLcjcSI@1>mcS-Q8Ory9;PG6@Ve1K<{hLCDIHS#}dYq#!lp
zgInb{)Vb-x`#?B+eYVg|HFw9SY0~XrG>=a{DeXy^GsMDp-8zw7$~Dp0uPT-5^=jvg
ze!rtdQ&+-%$M4@c1_r=E0615Pqu<UTciI-z6*rlb`@Ci+4nypY1_osZFig+Zoi$$B
z4tkEhf^k^fK_FzN$k+J8U-21HDfPsU486)zzQOU!IKupb>)P5zPJ`vuori;=)HP4U
z=8PvqZIskaR=I%4b-q1_Ljo6uLrLF?*g*q-hWu_@!qEs_RKcW7GQN=gW-K}ftP{S`
zrX`)3I|4#1x-00?A`0Q9gKVKKRzD{hyBiXcv8<xHjQ=ZsY`Q-xDwf2aL6ceK0a`Kn
znWfYHqRZMDniDx0{6VZfg~_4isNk1lbQt2K5Y7PfQ{SP4{(jg+DJlyP?yjS?@Wt+K
zZzP(88r$b8IV~hM`FZXpT`~T=l3^?`WyWoatS7A0RT$QQ54pLZx+@Su!C+;|O2|Qt
z?{o*oIxf07h^sC3y71v^Yqeufz!k){r7bJ#k_+lSk#Hy}uvmjZpUe1gBV)>k9w>#h
zA~iDrBNu%28091av&FQhNmgs#jr~GF_WG#<b8GwPx(T^qyYsn$w_v%!x2kzXD|i|)
z45@NKwQo20op%vIm0yhgdVFnjqjF`IE5oe!r2Q^_V*6UpMe;Se%1o2Pl=CK+kapL-
zbNUTvcwa2Ohg~%CHpvcNlAN-jZh?L54etfn9qWnEtqd*Z3e+7dyZ@0c|K<j|py_S>
z>LuiSl(kB-%SdvnfVySoh38lBisFa<ksj_Fqvd^JAJ-I(=e~y1t?TxMs-Z`df0XKF
zH^8OeFlt9Cc!8hr8f(^unHS~ofhR5UQsoDN)Q;+j?iqvgVxkVvJ^)<ViZ{pwU6^=O
zKTa7TvB5IWj7V*%?-C$-r50hmzEC^F4B5%mv}QD#G>z=;j1C%S^ZQC*7yKuX7sI{J
z>pZWG#5Q2@g(VNjnIwk6v(D$a-Uh8xIgwD(_BXURsF$rtK2@j_=1P@Q=9MG3>s?!_
zmkSqPRl|u3^hcG=30L~tJKKjW_E_HzUYNTfa?~(z$6<2iGHx1g{I~O_b2NUqV{{l@
zPynu`Is+To5ahz&tIJs;un>rbX0-+jxJcAs>!azz>Lcm*4P3NxyqVEw4kS1?GSO3a
z$Q(=oMUgdyPlbAIM`mDS?h$EqKEsvD4p12yeZAR(Ku6t5#DIX&Yl<?7N1&aErgiq9
zJv`}cmw%O!UDwXY6jrHtp{tQ&*IY?Yr+PE-qNewTt4EIT>STSO3`zt{2pBtdk;6|8
ziE$B*PRgU!O;iz6D5{gP7_b>(_jvV?nNprg%w%q+=YTvB_1vy`MC4k}%&GbUtLYK7
zNGM?nB#}J#<D+L4MI}B0=O+u~&-BmP-Y=zH<id6#Qsi`4PMsC#Od97?$j1S+>kLB1
z3<U_)Tk5Gl$|7D#k<{C=a(odS&Q&f)b5m^xI7X}<ONsA}7YE+qpI5LWqpEA3MaCW{
z+VLHXMO9DM7SFlW?%C26e27JL*7weP;0qdr@nq#tl<d+9_j|`UNX!uJWd=4*sr^Gj
zYC47{=n=vRdLSIM)-JUzZml@_Gme=U&R9O~{YhDphuNhKzr)?S2|LTtD)&h4AhTLY
zXeKu&lp5zjnl?K`-zpuKMI4lJ<V72dXIHrj1R|b8yC~b*rtqp7Y_65>WiZqo80(1+
z$1q6ZxP+GwP`1sde!4f$yjy9fze-cQIlRela<wDvQqfi`?)hXiT*=N-vRrUoa+88X
z5{Bn9LTDP#i<eBp<6ftRs_j>=qRkr;h>ZO8+HFRF_eO77K8qPu5H}e#X^YmSzs&7$
zF-6xQRT;DV)-G^yc#pvO%-(p+4t+mvw5BR0G`mM&qu#(>_BBT__3VRQATp3zWhc$i
zR$Xt%XY*F;?`EKJCF^DWqBIz|qr0Hu;Nd84VtIEpd1bC!lNpvs7oQ-Z5BKcRUPS^1
z?YmwntDN_$Dks<8Mv{&kdKF8N3aHpjvc643E^eDZQy%5^6<r7141$V3|J<DK5+<(Z
zHPh_576CgX98%QAGGh)JeEs|;{}D*Xx3fwPt9$FB*+=JE)yEGXuRA`Jw|F2T>5&#i
zLCAu2uAk8ihMq1~KLlJ}<{lib6HHH*jFh4gvR@ZLh{Fcor>NK93$^Iu36MkO{$zha
z=1TcJD#lw}g6v3r?Tym&<LefB@L_Jpg3%nstLjPW`R88utMQP0b*0q}-oado9jYc{
z+2@eq_{h5Sm$|Jv2Y)GL=>;o2T0g{vy~T&;G$@-o{!e!ScBSq_*b=Dt3>RfDz{i;N
zluUx*1g@XG@$#p)NvE$gqF?<8MGc1gX5CwD+K5WUe4;!gT}9;znH~TWUh_-(7s^zU
z&AQ^l#8F}MRfv>oN380KApPc^QM}Y_U13(6XK{4PoFn&?agXPmeR>T$zb`i8Jj{BN
zD>2|T28<Gb-9V!Gj5L}gwNF}z&`uF%>{I&y$Vm3b@#VxLeXY>4o77&Xe-HP1IfamO
zwcDF(7?5gx#g(7D{z+-puy*+=`Hjc)$j#v7B-qd8Rha<g*?lFk>RdaL^Z62LyMz5|
zus-AY+%-hc0S(!W`XKt$ig&T!ILI6rG)GRCX~mf?60kPxnuFX@QbmX%B(_++m}|h0
z8&(kv*)w~ngrDsdi7V}(=S|YtMRdgjh4UNmvKkOcHoiH=2N^<$zz7bfF3)>Qu$xA<
zn$mn8!e=lDP8_8bM!8yy5SAby-*DnGO_EZqHbD+RDgKF8S~!(L=urTH-z`Fj1t34a
ziA2gpkd>(EmNofUxh*DB_;yN0#NH$p^o{dHdH*`s>!-A5G-?-i8%_F(jVHtXtpBkL
z*SBL1lT59iTF{<uCcHeKL2EdmPgFFekq1<uN{8jD38SLRHSiO7UyP}Bc?fxkb+5Aa
zt`Tf1`t0A)XD)^B)87LYPI6gbRJuk#{$bYxsUVD-87fyg)lh^sNTl&kTz?*+f#Sr)
z(Sf?)$X<}fcu)9*qkC`Sc$~3QrstAPI1`etPIRZfS1t=ULVP#GG_DcCua&<SQ87_<
zkvvUyYJ>422XwiOt(y?DPpo&K_wF7ux*w^vI&OZZJvg4Q=fiTQvrWlzJ~R=HrsGVq
zkibtRRa8Ex-;HO|<rP}>0pF;!pNjXpt=c|#G!o!PlGKs4EW?su<Z5QA6e5ZfwyAY3
zL-gAF%a=GN7}Bw3SMwW6sPYC#S0K6!!HUqc=j5@UFtTgvbtdQPr3n_>R<*9`BJiWO
zOk3ce;tn+K@&w-&M^i_E*ziHcj?rv}P26p1NOR11VIX5jF_d#?cs|KtE<Yr*ys~<*
zddy}Vjt1wWP+(b#0qWgGZyP|X$em(|*r0zXr2zM!LNBHnK}(?k&jv-4L#nVXmv8kc
z!+wn(Ydr+Vrh&6S)j~e9enr$lwhsq>0YG~U4M2ouh8e3CtwCpYQ-eU77^)y{!<Rf-
zQC`>Fmp$8lf9#!#*fYvxQ%sEB%S?{WL3vwI$7XqY@m;f$m_TdU(Te4tBw)3zAZ8X(
zO*lclg{M2xUSl#EO?U&rG^J>fqEvA0(MRHP8UU0=8$@lcXWP!S=6W++&CKUhXE6?J
zoVm>Km5hy%w?XSV*%eHun=6t-1&kT97@69Sg85lWb?-Vcm7It)nM{wMxWtT;#dZ^0
zja&0m{)=IV&JBDU9AK=;9lS5zT%=C6U7q8*Oku9fPY0n@bDYmaR!>=`d^;Oe6(>VK
zVmC6Mt@mbqrZGof+|Jvc6MEj36CV?w-`Q-$N~s;0kV4~Jh%Hra`$Ai|Ss&(oYg}cp
zQ9IEsS81iX)AKPM1MHmChLA?6Oe6g<i4W^hRp&`qEc9Y#3adjMTU5~};q4vRQsq%;
z)G;5dxG%pOFBJoXM_ce~o02k4frWQ{sZ+XIA0d03CCbNU0H%zPODsh!8@%jv1=VFy
zijUb1G~fgV58V{LCwAVo04N4mOb|#SW#<r~b+eNJ5b#zroDJ#r+neXh9!z7iSTE45
ze>${raavt)Y;n*&+K6oR$oRQoV;zfkKGx>3usu-k)w;Fsq>byJxpVshibYEj>@|3|
z)mq#M#vBL{VD^o1hJn3l&2gO=HQAs5iJ(B9fdsWcweJAMwiY*ieP0g9d|qL}b)tHB
zByhtE_@3Xxz6o-?Y;0SG#2Y3Qd|<!xQ)w7>oa0a=V4N|saQ=IjSE_ZO=?|pZASj4J
zem19#JH-{J(pG)u!}5uiqvQed3@uw6$G2nY!4v9rx6@ngw#Saq3*Dj})Pu)p=ur!t
zrGt0AAK70~;oqZbw!9!Q9ySQEWdqr<<FKkv?W<Y?MEApq!nu|VAWM3LNDc6J6hW5Y
zcNOpaUOf&0`$!j_*QrOfofV1giEl<BgYWZ*tt4%JB!cH8ZQHO3<kJi8!DHK>*kg1v
zc0S6*ctEWeD}=JG;<Ev^QbuLq1D7g!ZDLMD_+3e#NEg1bzh1q;v;lt`82#{6c&0j!
zHn1oHpdP4sI7jKW^BJj_IjRFLlN|y3rk%pM25o8mBw8%5i}adBXZk`Qx>M&u6FR_C
zou#z}1@HZ%g<xrZ@Qw(dUjM5q8+^ieS}>Vk#Zc@bsVq?USoC+3W0~L}?(gU_03L?t
zMKOA9ciRguoY3o>j1!CaTIt#gti@*rC)B-H#M^Q}1DtlpR2j}q%Yq9MO}eW)(yeqg
zjrAw%X+uzy%>dpsd35{QT6QbmmV90}-#tw!(VU9SNM*3c`4|XmOcFk8bXIC;P>BW*
z^y_p3X34`yelwI4F|C1-2bC)|f_M|#{BA78w*ZVm%ZR^M{UaW(88;^U%ULo!@JtCh
z5p+-9b@}O6WT}?Zk*AZMqQ~PEsJk552j`H2o8W%orve&jdq}HA*W%1KP{4)H!@|Rp
zR?~L6HjB8P{n?YB$<M{DIdG%%*<(4mMQmF;ULLZv``5tMQnS?i+lH3;AFNT4r7nfN
zC?h=p>pkLE9ZAA+4dOW*>Lox`$Op9NccD|$1@zHf-44C4V%*KKj~F;1CcqD{;iNzz
ziBbH&SMi%5yX2<Os@0kV^HvtdF-;i(I*91nMPY~!f-A8%_mJyI6dH7E#qSi)#cTP*
zoasv>rcHcGD8xteagM2TBR(<Zq-Q;jqPKEjVJIh9Sr>P-ZBjRy<77Lv2{}x=auFqs
z7ZgXn>G1BxOEGlbzsO2g965M!>-JaA8(R*P%h+}lWv^|K&zTlI<UFGvOBA{V6}46q
zsFSa#4pAxz1|wKG3Hd(stwuQbbJ=O<x0tqT=maG#CROLLEoD@M!bi4#X#x5l4+IjV
z;orDnD1qg`(Ug^Zy<3?~c*4Imx0~>&Pv#uiAa3p>hZy)i4LG>KXLx<P-Y34mUPab_
zfAKiMn|fC@As%99nrMFCerq#cgx1&2b~}vZ6sM!kfrpk)U50H5xZav%bbd02Ha<;o
zOi9k#b^OWTGebZGfmXmD|3mjPl6o^7XFhRUg8A)_cX4UbRC(8oxPhM{Re)C4cAk|x
zoev0*L5e#d^AwSySV*^tv+Q!O1yY}1@ktqm$N}FEMHX1uWYQB|911G-AMxk7AoW?F
zLwXk0Y-t<|J<N<XwN$MR&ezXUrtA#X=hX{Nb=;UDz9tN`_tJ8;yEw`oExv8c)P+5b
zt`5v?du|?8a(6z(2GrDH6hzmC31!O{0>UZsr^{8Ng5IL)%%SJxp($S;b**(0l(iOA
zu&jHfSr);A2sB3+&WY2e7G}cB>@l4%ayA7uu+%x8V&31{HU)+@(4K@+)L5y$BQ;x+
z@0?eGG+jPG_-VwzzX=BGL3F6TN7;m$iU+_*+yjMhGG;8_EO*u&&V0U}sknD4W{+iK
z#9Y6-anx?{5<V)Y01W*RH?eOEsYAas1{F%Wk_0cIL>cwcu7~~M>MCcO3_MZ-RlvKO
z#;Q)Q*p$PUYbY>yySuEBfFRz<LH83GkXOCEA8|6mk0*kW+Uq^*^_+c0Ta20eHD67F
zPzuH#P*u!|{^t->q{IGn{uPBZ&QjQhpE4s>_y{2Qiz&2jjkQ<E0Rgnl5$%L!t#c4N
z>lk1LgJcYXjBC(FflQ1!hXNQbq?`j3bkz?XoE88VKwOaO5DhtZSFI*{XQ&6eqQe0T
z!n&*+<}KjDr^cVKQw9Qkmmq@+F%{nyS}B!*ET8%UWKXd%-;AbAjG)i4A17ac=DI|g
zJ2aX$eWlyEaAWulu5MaQXUa>YgeQ^{XdTBAkeQ^c+KRIr<r;~4zFF@ZDQ>)nGIKkJ
zJz_ZwVZ5ivUd&9f&2lEj<#PP!;ujHI9LSGLQRU5@U7A$buE5~anNEsPMINa{mM>LW
z5uCUMY^iul&L6NVf|o?u(cnngA}x|$@e*RnxoH(y=*s7;?Et+;_HThYTRUdnBhE+D
z%mpkd*l?rf=Da)m@pc5~8$yGQIGu8wtjsjz*g)=?^7>_gzAZ2f5et?vgMkj**Ps@y
zv_H$5{u!&8Zj(_ACMJ$!nJUzzYBPaK7*(#soCz+cyWL~ROd_uzqL1BoCUcQgDNf#B
zBn?}XPo}jqD>ZAYTDxC$>QN+^^860D*uBjS<-GEk*+VH)^3JB|HQ%8p#ZmH|Ft_Pq
z9$(o|!lTd<@S0024$ie^*mHPK@5CP~UjY^t+>NI&sM4PxXFQxBy?bMq#Ni1`h>UV<
zgc)Hu*k$um;?rK!Id=%B2pji+yv7OS;jXRzu_*C|SN1!;t@epfzwkoZ%cd$6wE6qC
zjSg0%Q)4i?2FMxZwJu9ocj^LJVF22r6a7sht@6&f<IzO}%R*<JGxXZ`4vTE)F80md
z^jaP(|6^fhEp;c!{iFnRHnnBsQHun#K}1>=Z$D4;GhtV_;J3FcmT7ho<EU{xJB%1u
zQcP16ImBs&JQtBu5wqxDDMiSK|H#<ZVI{zqb9LYBa@3`foE+93I{3PE9e4r6|Im%=
zehA~)3*$Kr<9P(*IS-SO(N3M1i0918Z4Aoo1j=m%N<HytxMPJW*RBI9?S*gW;>8TL
zl?b`D5^ymRaKZd_YbEevB=AB(c=H_q4LpwQUt#sXu+U!sDKkA2!=G6FZ>aPiu<2jO
z@PEMS#Z|<W`9%LMR{sy*um2BN{V&0<{}!wN--!DE)G4FE`G@D*zr^bQ8;t&U#Qkr$
zJI!Bc{qJmm|B2E6TaUPpZ{cr`fBCNdw*L3re}DY{<4*sZZ}5jM-hU&$_Ah=+|L^$*
z|6Y8J^|!`_f94zfy_MllzQOMrZGY0#X=#{f{|mmsnyZVmf@1yovT=EFo}6Nli^yE|
z$21Bk3L3l%69e-D1<vma7*P}tj|qN1iDOSFQ!QLPQata)QVx?oxnPjYpug~Q<&<07
z=_FIVhFhiJ%Grv``U14uC$igluJ~R8PWSfn>tpV9*1EvDd#>lw*A=shx;w79nyoV_
zkpM28Y+X~gdor1d$=FZ3!^5|yYhY}1VK+PEZf@>iDHES`7Rrva+PHYd7qyO6+bnkm
zulJz=B*c`B-Gp<nEOpeT{ei$zB>EWI%seLAz?K<;OjnxOl_F+Sp>Z`E+h5nC?*Z>X
z+O29U&LwK0r><_!*w2nov)7WSj@Bnxr!yGvy{rJb<k&f&&>ArXbUME~k$-<ko(II3
zpLT5(E3qwKOOU$+LLrQAx9D=3yD8&-so;KXx)u^?;D3TZG7(ytQ2>Pw1c(8hhdy)+
zn=72qHHhSsS3=m=DeRRA!zDNSf%!BD;0)PQgQB9sj};J(Qm^X_4#=Fq9yV)wb@7Rq
zv?3~elfVuU^FY(U(fL#@{eF!E7C7_LQ|J8w(q{9-LjVJCC@Z;$a3bcM7sPq!9+&6L
zmu(QoP1<k4Wu@|n#$NwtPiHYLZXn1sc-w&p(-#(>i7&X}_{41;q=T29axjL2-|y#S
z;(B%iO+`pa*RL~-Ti<(XmffIwrUd4qY3f-HIZsp%Jn$&R?x38p?*+iPYVf01PrHPr
zT^9nKT-d>9pB`IsMyCL*Q0J+Y?AK#Vs~Z;W`cjcY#J(J2Ot@Pab#=JST=JUl_ecST
zOda2GY^6sinr5U-+Cv%-!d64m4YhlBYMhfN^=)M&!DrNyi?zGtQ03yl5Z;p#I-s_6
zJ7n`Xw==_(fAy#7cyO=@buM9%r$DIbg`_1J&Jkx2CmO;z%qI{f7mYz7<VGpH0XH6$
zEfi3R$cXw992t{X8O6@8r2wJLL1+Vq?`;s#@8#bu-ibjd4DyvBFgeyI1wLoD4?Z{t
z8IfApE=^5W#{>&M>=*gK4wnxr9K3RFS>3dPVT>kWPU*d^P_hg)yyorAkT_$o+(mLM
z8b2dJ1b3{LlQMVgG&i{;^=>s>F<ntr^%{*i<L9YXOYx5x?V0_G!`?|Gm&S$>tV8v!
zYfSAGNpg2srp0<aLuAPncKo%s@uNXCuex*Ril^1QBgNY01#J%ur8$akT<v0qrC2`|
zUCmxj=O~Gl6f8{AFUl?S&zEIxnb#Es*;jZr>i9e?r(4uaZ^56+m41674ujun+Fvl5
zr4*kX@gCmHl_npA8ZZd%Q)nz>T-G%x2oC{Jl(wTkT<dI3@BwdtNKrwze!7IF(fDzA
zL3t_t7^;J!h5f!^&MI|eik7rB49)@_+0DfQ{28O$9hf4J^8#2k)XWVPvYRjlxT(;M
zHK^O&IktD_ypzlsVCBBEq!K=YAC9XAi$bL({mb?}ZkdiJka;jS$RW+wc0l87NVhd8
z{>z?Ac$F2<hE7<PkcoHnOZtJP*$44Ua-1%{6FZ3cR`^V8ZeXIp05X%#X-eyeFN-6W
zRI_n=gKIMvoQu%hejBkMgF3C`>*!wWZ?GZ7n5&b1_e69eTzZi<8^PR|@0#u?A3DVn
z?q=v502BJ}0~cJ8#dQIzQm%vW2E@5E&@{fQO6yD*{21Ld=;v&WfLMHAq<VlJ0AKvw
z#}`!rS9;o!s3YF7C%ZT>2r)&8Z?<1?)>mvKjDvWthA5_an4*b?q^{tJVw?O;jm~t>
z47m)CmkdvY?ub`4S3kXjb_h>?^@8Pw??8DcUF-yG=muU4%XLFs4=Aw?uUt$_{UX9z
zgg0_|hX0&2W5CTi#t?PAYq1adNcfoKE>%v?5!<VhMDZig#fNpcb@(Mov**kpQ_pM2
zvukV<)sy=@7zXBD-?{IiehYhGWCy$NJ&a80Gpg|q@S`mzlYuG69)$-hmJsAiu7Dax
z04-nU*=POj0Ne-qoKL+1X?al;oh=!w5=zmGyQo*->jw&2Z-bixG-&;Uizv)9y`?(y
z^d6(q$z1b&M%8vp`6slk+Q!sX3rois6Zy7CmQ2hbSX=XUZkJr0nA^aO4G(mlz}gek
z`_B&_n!hJvZ<uc}m8y$Wkf50m@BZIx+MNR*K*z_?Nou$SRNt<)Mc8b$K{vj~=cSZ>
z*JMF|7G=N5wReaLgsHF`3~H!OU0Rah66;}oAQC&)TKuxIXjsYpMt=v|8W~d!)pFwN
ztAXhJu*Sj;&BG-&HCX0H--DX1gR{mhc$Yow)RG3(GWLzOASEndmmpmU|2NA!?-MjH
zi&Sbj^H6JEFHKFT{MS>JNv`s&uZh*va_m)-y~3Gh1I1vJh~`b-<irW5<WS8-A=|+V
z2Z!$F9z3GGD(;?h3=X@EM!D5atu6%vW?w!tz9*$f_qS5)0JfvKDc4c+ExR*DFRz!s
zrPLp#ncJ%IvedFJDcF!?<zfo!C_NJ?RMLdj7Y4Ju&N0FUVqdEa0DoI%$NLJAYF4aS
zz3OAAGP@XdJ~*TW&&##7l?UZD&?5_^R6C{dT)hvvvJR)aY@*#?8Z@SjS+#Z_{3>qC
zpnN^pI1CD3XmNg05l&(Ojo%n&o~!VTFEVC!rQ0w%pRf<Q#Mb>~&xX=gY)Nv_k7q?q
zTVSW+%IUVkg5Ns3%B8c2MR5<^J76Cma9bug?PTU|Y>zJD&3=3|Et!Eb@iZ0w(5gM1
z#Ot0z@-&tD1$@ROT>leH$agQOE7Z#}1?_ENqk^eIJG7gMv;dZ^IX>$ov#3l}SYX3|
zuL2L9X?G&pGbHGmb71?+^GeVr7*cbfigh~A^`1TUX{6>>7tc=}JZ5YA*iWy$F?Z2$
zxH=D?O$gI}(y9hW-A%buGbR9FI3%uZ2p%*jr_1NP-lf<8iO8FfOu*8kT?81hZku&|
zz9FhP5agYibWe*qrIdx+K=c1LVR|FGw349jz=T-GIQQU5U|U^<Bj2xKSzm#)p&@SA
zw{U)(IWu)$a_f*yV*|k07c%~qz#&jsglgj>_#l+u$Cz+xZkinNx;y200c*a#;lo*q
zc?ck1M?xJCepNG-RNWP@?>`pZ{!Lk+$g)e7=aO?{5`#4|W@Xx^47{I3FoL<PD)K@j
zhy&R`&qFo``9|}pGBn}MbJ<wFMmr+y{M_kw<~AWK_X`m+2|kc)mL$op?DWF-3BBz^
z%_EFKPt>Jv*-27@(OB^$H%srd-Gut?JF)qL7QrDGwH07n)fGM$Hx+)?k0=H3Fy%ZM
zBc$ETuh%dcv;bSfUSXAV{mgW%@J)&eekJWhe#Rb%ekC1n-HiHaQap`FF6G&v6K@B&
z8q5G&tnVmWP5SQmvDZ;6O=R8I9YlV}?udTJAKA>2Hf#V}z`Kt|As5|VSl!|9FqTgP
zpwwtP=*g`>O`3Ultq*2=&O^$)jgKGRgmnFfU;GmBCMXfM)CXXcG+<FG0-uSBG#{1`
zud8jMatnG>vqD_3(UR#NlC&XB8}D6Ho>2_Ws6Ii4qqy4CXhs||KsqdrhaV!@%6?t(
z!>{z8Mlng%+6Oi7xl>#m4<O|fN8>~n`|NGb>k96A(x~|E)tm%Ywgfio{8^jT@lwC(
z5)}Xp)(HV^a(kTwtjJ)p<g46;z(`O_lS1BTqjYU?{=1i8ee_n`CRanI$`D(1Vyho}
zyLJuc$x36%V;uDs`@=bCSfxfI!F=#azLm%U1DAV9*DJEM)lPf5;ENIA_-<Y+i8TrV
zKf<O3WL!VTGwwbuBCR3qoI7a6ru?VS8m+DjXNhZwkg#f6zwD3|thP(Dx05<mS<5a5
zj-4)~@RRh>t7s=61bX}zCn#dhQCr<9T+@I(dI#rSIWLE<$$S(ArCu`dE3ji_D<hX>
zp>xj(A!;usroqtyfahnFKI^Dh#dQco;!M)&WSk(i@Ui_}Q4o+tvq1Or2Dmo8z+1-j
zxlBI8Js;d28D7tC(S26E7nkhLHdlL#@XjjU136Iv<UfgaV`cLXtEXjzQ$&$<vGttn
z+-d{sWF-~I4NSm-e0WeqbGt+!@T9SDDGun(>Hy#ql3loTx`Ej+C%)CDb;4uvtLRJ%
zkcz1xe6^hT5}vRZ&6bxG6H7WX5oKH(k+=JLg+CH)D*USW?4vT8U9G8Z5h$iEXxQh2
z649%oBpUXkn(hU4<O*waY}p_wP>aB69dV1QmLtgwn^dRjd)s6T<MbUbzo35*K(vL0
zzful<kznt{aA{`ciWh6`Eq=ePi}A_m{kj2`egfT!-hCx`#Teey78_!C0c@hg=#=7o
zNs{;wgEwq&xZj}p^ymeiZW75-!J_pn9=;ewH=c-^QVF3?Z)NS7VTK*i)aAK+Et>Vu
zn2dP0mbt_1o?_;gXrj1<YK}A_3<@Jwj5Xg>E%HHOPxWX`{pcy_i~Acdy3CAMLyA2N
z`gCqL4^pSiWs0-s1uMa~LdO`{@{P_`P<cdR*l8XEmSAvT4dca66Pm~va6nD#)(%~Y
zUv7>H&1IlqutLpm(D(Gt!gY5#pwJ&{2FhQ(7qD}$yw#{8)EL%-V`8r8ihu$F!TEu9
zvqext4Iz|xiLrWWCQ;sHI5kDO>~g^$n&>F$Gflp-DaWuYC>X2cs+z%!5Xi>_I3R``
zqDA5k$!GNK28>9@)9?8w1H|&~5;~cLjA0VKhHUI#hTuw<M_eKtll6vxH>g4yV~IJ9
zTl=rs$@9%%FpoVTSEGY?rkwah``bH!(rQ{0I(FrKW>W~hk1859sgAG18*Som;#UX@
ztFQKXQALjri;){az=`-oDjMCDu^-cQL_Z>s@i{*XQYunXNQb7o=7~bDFw5BYe#479
zJ;~loR@Zb$Qb1ZR2nQTVPEJjZgYjo39(axyFezE@4p=TK`WE?3FE=3q<P?DlM_nF6
z{7>fDjrnTvGct{ioUCBT@k#=Z=XT){!&BTh>50tKwiP51F?u5-5Ow;plxb`)vx6mN
z$NP>t2Dfo<Or(Y^X~%;yqT@VsxAE#9kI9nU%gV|P#Putj{)P=iV2YmkmZu}or|!7%
z8rf`x%x@4>ogE=exc`T_caE-PTl7X_n;qM>jqcdC)3I&aHaoU$yW@0h+kEN0@4jcB
zd(Qj5^X^|S$x5wNnKfsnDr01gA7NV)SAn+$9$u`R!V=<wW+7PN=`b6<<7Q4`$7S%E
zR1zcy^c-G3<0ecsMnN4XQlZQf@H1bT^rIH%nXsvWRw&Vfhl+*AiqwOOm6Fng=pu$8
z=iFjappfRL${|)i&LZPOqSZ~P&$*Ys1~x8!Tn~*s&`?ryb(gQy?95na!A*K4db8YT
zL!-gL!|LGRMkTzUTl~6RZt3e{f0{hs8<NAt=tgFlySdv0LC03ShT|N@eIYms$;_m}
zct}-Spmxd7uN^A452a0>_{{od?f;UAYdO4cvtt5w70|9X8`58FZc|(iQy4%ikbpie
zYZ<!DfQo8{KavOQ$2;$n&-~+yFt|K-H6sDc&~f>Qz&8fHf*NRnUPOVx*s?sqzyY7J
z0CAW^^y-z@7IFY`O2`uOyzOojtekI#w4N4R#!J;t;Py9oZtX9>q71%&IPR~R_upov
zmqoXCUH=MR;A{KnvwV2HWs$$7zy+5+K=l89HFk<HSq8^#6D_Y=nq8rj$2W}QbOksv
zUf=?Q@5-%Tnsl|~;9+G}NnpXu(a{<+8@ul*yDrP(^;kotLONA3d%j@mi_iu)v_A-e
zEs0Q1OA!LB_(^mc<!x6$b?5@7&x^7sG2oz~$grTkU0uDU-{Uo3<n|SGQGEPB&n|oI
z!66H(@_dK3`(<*`b!Gi=bLMR%Ui4$afP2ySRC8I<uJSF4S^!5Ly=$D~D&S{i(K29M
zfyF8f&mQ-okt<JpZ#s>eLfAk#F@-V3De;X1*>d>q*He+jsRDTB<aWLrZ{wHosy5Sh
zQ~e~d_Kd9B#bYr#WZ@Y~_tm@wgL%;YwR8V-g=Vm39~P3$eVi5InPT`t7r}O>ge<Bc
z>?qwso+p06NA!NAybo>32JTY8QFEMl<hlGHf;qC%`Z>Ss9X0NE5^gdVe^LLD7&Ce-
zb^;3efka#oJQqLWiTs*SfoZkd&qkC7E+gt~hPYF5l@YLr;!?3gOeGh_I>rk!=f>Vl
z)2{N6nt8&atvE^=3K2j-Eh79CQ4~TXnA~f`X;N72G-Z9p)yE8Pi--L1>xrR(bZAVr
zNed6pN9X=`^X++~anCD_V3+L!;|;H|UPt?E_xFZ{xaB=AJFHc(?I9+cAVpa4i%QQ;
zVZK~EHMx)ckFljk=c_pn-#8LCkcwauihV}&THT+V)BT6>k$UN3%!P*?Zld0Or`23m
z!)0t_!qf}uP6W|FEbE(!a2>%C<BIC?ilz-}hph<Ib6h=b&Bc#K-g`L=Yx_=zn4ZA?
zz+BGPN(#vg<IpfIdxd9goJ&PbvsFDHU5Y-fVCB;VhC9>}tTUv6&9cX9+iP(NY2yXz
z01>zX^~B%f`_zjvReN<EmrfrWZUfp0YrsTd7?iA0OP#2Q90Zm20y%kdhu;QEDBIEU
zy~lFo>vw%OSobodsa&dGcJV38;L%5orkc2sHHNu2G*;Rl<WC*Lu!Nq7_DthTs?_qD
z2V~d{)peD;VQt~UsqdDeJVr(WRR;nYQl`!Gd9n2UhAlV((UV=@ki74u98Z5$TOZfe
zASl};lqU^^cJul=+PpT?b~ykcXIf%m7f2tIdkOla!wM{wCWOZoqsv>wNm)xkiV<ic
zIYte%&bJbK^Pk*4;;0AJff`0n#8ZdhH?IP+Dy92gFb7=;kzv>b9X)7)I*MB1V}pDp
zClZev^7k09aXd7$FmyOv%r#&OFdtGDg}o-<PD1Rr%tu4<Ez*x{j!yRlG%_2@^t@X>
zLY;DaFXz1(KZ9Q2bsWVw*LJjt8T(~#|16bw)DWJYrCraXJnG@(-gggNgEO9b7kHE9
z8a^4pNq35H`~_S+W>36_Vk@uP#!n3*)jbe5mW_<T_%mjW2*N3Ifr2wL24#VLjd&5)
z$)_*yd<5i5tT-g#t=kqBV@y;e<k>pORw$P-z+73zhTCv#=ILu|C9`4n^{%yYuYJ*8
zGuVj0uD9#XLlXB_qwgXjUuzpmA17IAnqt&4j;<fUGa{VmAiFv^HW>;{qwB{m6YgGC
z366ZWs#z#IXgj7n^FAs#zPA#)oa)C771)Qs1qVVFvTLQq3~V`wgo0IUgg7a56w=XT
zmk!q2j$zFen#m$#q~ar5rtHKs6tR$j`hKC0D>pq=<q<8d%tK_cJNmI5tK^3^8K52-
zJA+gVcCMmvbI^7Drqz};1fRhc^l^K$h1GwHl^a}uz0~kJf(87wsyaE?J9?j&^%ZHP
z)mJ)E&{Ff_l139CxN_*zi5uss%4urANSytv7@Zr9L1fx}wUxq+)X@2d`HX#RpMpI0
z`)$`zOL1kmTp|<msZ|-Yi%AT$A2j%&1_L3SCxU7^C#j?AoOkZJxc;P~cOVMME;1jd
zTt_%<=FHUVp>EE7A`=T>M6i8yB6*Y7&F*DMRtFZ=%@{b_`|et&(a@B`>Dxja@aff=
zJtJk1cesIv)uQFVcYA%lB2Jh^h8y-u0ixA%5FrctmW0d+Tep$!Ll#jf`EPmprgP$x
zih`Ex?2;vN^8V0Nx!Q8>xsN68?W52&(9H>RcL~!vrH7G6D*4{O<i?<zZk(cfj9d<F
zH7ScE?io%wk~kU(8iOmtOCMiO#jJ3>d?$%oMxBek-(R*#%A`K1-Wx(;9Qn$IYEn%}
zXXB`6bQ0H7dOF$|{2bhkeAf1sag)g*bHP88b)pRa5jnMGr_l4=c6rrFB8r2JNTf*=
z3QQbGQdhh-X-vG~WB5!Al|$xyomwlacn0eW;`J_f(V|sDumuyNpFVk?TFyfd3=@9B
z$uQlQFLgu3f}_Pum{d%<QE*Mv@CKT8bL0xv*`*0wN@7_ub}2a|n=qqpRWO*Z=HPmD
zwp~6i#;Gons{4$;jJ73G3H`Z6vZ({>86m-#)#LorEeImy(q?FogHeg*smtIpF-r&;
zDIXoOgOb!7g9LlH&BA6TijstG$;KH`@#u0Fent2p!^BP%^55k~@vsG+Kc6?I@_g7n
z!#7RoM_u+{$W*8+#LIb4l_{C?J`Nn9i`a!RQ%~sB?k=P`+#3EcoNV!)>ax&Taa7nk
zbt`0@jXfS2t8~3?v-ZBEzClkQ(Rj5N?V}Spn|`#jtGsW|5*8~&+AKF>Rh~AFlvZ4P
zOyq(=>mUidtA%mzJGNn;QI2-$i??vZRr*;IMj&(=X2x9{_`~bvFpE@Ga^fyG{%bTC
z4d}>s<BRg?{X#CMONn6bXW?>V_0lN%Uo1c0%2F4z_}%;D`TROm?uaxW>3p3E`|m=5
zJ8#Lj4`p2<)iGKe3Ios9yX>euuG_AU5vLp@<|Pg_B2-aV`4qfL?BzIw-#fh#$!Tjt
zOjSQdr*!4Pub$1V`(F0b(W`XiEjdM-@y`1{2wp43q5`?yc8_EM3SAZyVOeC$-rMw|
zp5cSi=e<>#x4THKd<UvQCd)DrxU2fKShaz&)_dCbT_sBQ4d)#zPtH!&>S}SukQ?en
z(7~SZ*luYy#bD@kySuQqy1)U}`)ok_lstU;bO&Ri^eBVOV8ZDgbPs!~LHpvrXm`_x
zYyky5Y!jj10~)yctvD0%cp~xGBWdx44n9a9UNnj^<7_=XRHO)3WeD$lA+1+A(8um7
zBb`?mAAIOCMw0q)r|;B$`^<BG?_?->j}miuAa?5`#+1n=yN!N~E~+Z4d+`QDG)>a}
zcjW6|RXwb%^c;VYuS}njOaJh!{>S92u!69v-2bU4ii6=df%s{A{a=u;{}g}q9~h<o
zB1ivDS^kqn`p=@MPY(8zpZsUG^&f})^ZtMDl>Td>Pp<V(uk_!1(*GM4_7C?o)SoN=
z3xD~?1^ic5{2ylYKh5cXrgQz9`|<xf{_+o+|DX8Fe<J?>;x9k*!2a1U&G;GL^`H2q
z-8~cs?y_4hJPqsGmYwe%>z3Cn*5R)SeKiHOxseFAV)1>65!T7^L23l^1!F_V3E_Q9
zi(zGqAOX=3!%;xXmFg+QXOscWUzqk5-=`b-oxDxXgCL&j-yVar&)1lkOpMQ0Q!g?&
z4#rp8TxQ~wQT$gBBL^kTwCRCIx^5){ibrPm+2}&9ZA%ccQx_VSaQ2po0}fr8(8e?H
z_5zC#<vEQfH5Qz^^biCWUQ8NTWulYv(-96P{36JsbFoP#)4Cqt$*V4c9^YLbq)(`#
z+rVC@pC%q2c<{79);(ozUKdQ?99a58q0c+4Z4+dEf!ogdiBx#r+49_8@B|Pnen#;^
zF{59F2&y+@B5rpnb0Pp27GQhX<DGm@#ngDE`3cF$*YFI<!TTb5wed0IHe01m_lnGj
z(sUf30v!MhQNob$P`vPvJp3TA36tBJfPe|82$TSw5XU&~w_;1?hIHtPk2x_IoomEz
z?vn+m|E$pF%N2%qq7QPU)DE+J`Auw~c@U$VHe7!189$)q+(au|offB0Ii-WHx`7Ie
zB8cMZ=8=OLr{$6^2A$8RR2FI7jh=pL9z>*V1}Mh~UmcENeQj^tsUu1uHo3<p8lD5g
zW9e?FoOv;^93ikxlkANEERQXtTdbxMIm$$<%VFH11FoJ;y`Bt!1+LABYrln+UC6~e
z`Gn#tL?6#d{tOcMs@oC^U-bwJj|44V2Ziw2nH{R&6NuQ}C>4TMOVn5;jQ6+h?jjD+
zwzxX49q|CH+%zoAJ8{nBwVEE5FJT!`b|1Pq1}^aHL2*}&v=`qN%VGkyaIq1|mr#27
zI8+l8_F%Wb3))Kyq<ks6*yvaGU=<(VVzO+4bVfEN;CJetP<TTht_bm_us}L;P?`PI
zWug4KgD*QPk<guCE<{KG#@79T$f^lmp$r*^F30Tl$G(Dy=711?5sc;Yxzsm=*y>nQ
zkMrx-la{t6c)jj1T^NfCC!i3eot7tt1q=x31qu|+!}sFu&sF--h$Io}Ra{w}ce(*8
zWj9hmzqj#0y@a^RTw2N7JT!waP8u4LzoqOrR?*)TiB9L6x9~F|L9Ss8u8}5%DZhPQ
zVSSgv8q^GmcY$>b$->&U4SrmWA8J)#WpR$t5-l`c!ylTv!l;KMi}Asi^{EqZfa#lU
zdeJFBnjCNCdpAr;LwT8$8Px-GG7Gi^h1Q(QP~E~UpSj#omy0sRcMC*U<#3M;9}||i
zZM5rh(LcV>N<_TSFg%`4TYtWw`8%|ZnMB)x#~=F<4N8~7x29u_3N|A%jwRvWgZ!)=
zl0*6xWg!V>M}YE#atIXKw?m{;Qxwa}&3CQR3PE~DPC%(CA0eGHG{ahtXKRXH5I>Dl
z51KjfX@!;%T{|>56+X&w$3PLxpW$Lha>bkArxSP^I3!*Pfx~B6Wx~VAb-=k7#Rbsz
zbAVRIa0MjE1G;5$z(y4;JCT(!bl$~JSjf9Fg<pYw_`q~82A0&^O&m5N&Z(K+7bkb+
zW8|#GJCdWM6fwYeCUL`YKZ1@`8}<v!asD-9Zwl@P?CFm;xE8Ax+c?}ZjE-N5X86_7
zhGuB(5!#LKrf&FtIGae1pAeFyPa%C8?3S>;3$GG6M}6!{v;B*8Hx@;xTgtJqa?QRC
z-6jHmqK#6n`%J!1x10mi8|)jhP9b%DlD1?Q#z^EVo_wwxy*Oi>@*LQrS@S|qN|YX)
z$@Z2DjCNG^Al8+2iJ=*{k_=7Zc~NJc`QgYd<8#xvrzCn?(%NTk`i5wfi1b%pLE~M1
z=X?=U(1>$l&fv=2la!#w)1~lm8;UF-6|QwroB^&&IWrhu-zhow%Zn=#57dnuRdFed
z5)?Cr2HzEl%!2holUb}Ilf#YK4Mrigu(clTt@hW8UYaeIEoUN;SUSQF08}b`MB^VQ
z^EoBO7@}<eu!4Mna_umSUMUR<hf)s8owRyf#{wS!C<qG%Sd)YEHuIZpmoVH|eBnBQ
zCyp(28*=oB34TB2j7O#C<!I(SN;98B%!+o74Bd!%Lf7FJF`f;c!94x-QrQQG6&Z=9
z)s1=UP%EX4(PszRhtO(;mNA`xeoa>DE&iNcdRUHbL0#pn3~w8KqbnYmdF^;rPsyyq
zue0`{_Wm%iA-v_qTJ!(0#klIn+GBCrJy8r?V9x1<a;feUM;Lhv)fzVn^4$gJ4Wz)4
zN<C^}I({Z<nCuqU0hibamw7qLiLr3F$0}&q^^1`o%AJ-xK1a;%gDWx*WFD4cC(pWZ
zLyDBBP=<C<q+D47l<$FR&<}cXng>PZ7XQv4_&Ya>N`;8)voIJFO-9T;@=oAX=jF%_
z@h@q)hf!%ra~TXdKTs+t?iTyiof#;lB^;C8S9>-RTvrLWzgzGW;L+VMH~aJ0wW>?=
zQ4|^A(}dahx2-akjpOu7onPyU{3?&S{!v@6=%EP2p76ay*!J5u5lpzet%)&#p1iFB
zQP=5x3MzPYo|quU6^(Un9(H33Pgk{ea#ns^!}*0irl0aA;JMj{40jGww?l$RX5R@*
z_DAjnT3ZOdvBWkyPzcl&QJZ>ghV8lEE0=nlSq2J>YRs&z$RQ@A;R4%0{t|B9Z|IIJ
zwHK<JD-C+a*PdU5{5ixit?+ZLSn85>!WJAgOMa?6ibD#3wzT4+R*Y5c32Y|inYPR@
zF|~d!KM7TYFyh^GrMg~^m==kKD(?ypFLdAA#;-pKwdft-s(8f<fL@@R3FsNaK_(t=
z+jkNzCZ_?wQIZNEV{_3*FQqP*ug@Q480HMNb{%n|=e|{AEkz0KOmjA)mNsyn6f5^9
zSn<YOE)EP6=v@P@^H7s+MLIXn#%k*9YI2`z!v>-JH_}!eWxwVp<<`hA5_A!6Ndrvb
z<JRfiMcwYydrd|FGC2gEaG2db(Ix2q=U~GC){Ksd5EO%Rc-<~qLJ(h-17%Zp$RCSu
z=O|<|#Dy)LFu3tj>J^8-p%Elz9as90sUWD?IyZBPN?zEgG@JO+GiY-J`7J~R!SGjC
z;@SxAY=+7Ud3e`0<m%Da#|y0ZYUH?m1+J(6O!yAjE054FPDq6sOt_CM!PCIApbLi=
zH-e>y#_uE>oCBBf*=1$suPA@d5{yosYP`MUz<SO|gxTYmQSNsB9!!eK$@wka@eY^4
zB`=?-)4#ll9Iw|@H)t*yQLq5YmpkCsP<ID{Yrl&toNzS6ni+ly98hd0iQMLI7xm5a
z3#{|LkoApW0JIlz0JJwmufI1!ugDuu2k@5up*^C2%dj{6R<1L?=5;n=(&y+*Y_N_*
z!vG0y;(*`}gn%(Ggx<YBMnfIia|kqFcLm$b<3L0|PC-PUUa&dXq1-wZM0^^qA-9h4
z{A?!R1s^Nlv(|ktzZ~9Zfo#=$x~|PH_?yr9h`1}eHl|0erhnNo_9B0t3)wqDz{%&i
z!2U72*z^II-{smHgv6DALmRFYUXIgDbY%+J1{jBncsXvO{DB;eJzgAyT;O5crl3wW
zat!jlUc65uQ*sQ15k$zGx&MSSVm~OqlI#ZDmAHrc50+Kj`nXH}0%@!U@Cx7OLfI)8
z53c$m@O6mjPDkT{pv>{IZn7M=+Q5${J}B`+z`|+8kLW<BP5#pCE*?alh_HQfE4o7&
zDuO~k9zB?!IjZcx1iyiEab1TCfgM&sI`Kj{St%O|UB%P_bNC>fijd|vU4gvPvp_mY
zTYk3aIg0jq^d{97HA|jz>hxG|%UtO|()6B$aSzZA=p<Z}W|Y3n^WK@;uz|i{_GkFN
z(ZhPueP&}rVr<3$K&~JN9{51Oe}C48VBm-N`6|L68Q~;2S~d*@ZELI?B|Z1#E1v3@
zo32wkR0R*uFweHR3Su_*6S{=LbLvVQEbN5?*apm$v|9sIM3q|^bm$AqVyQdtxd_QX
z$ADUD%Kb1p%RtL`LtoAK0Pe-v4^d>l`-0)3h|D!0)8!e#k@mC!R6ho`q=tiQhG(E>
zZ3*8|wWI0A%vz77*<b$RZsKmWjKOsAV7ZT9@a|VUpy*DRzEg|&RPjO%LC5^Gi(xE_
z6l0I_>n^P)BftR$<k09Qj`4=?naN)+n7vLoynk`<zrM@km0=6HCYI&&UrrE`fM=D`
zM0{t&)@EocfIV<>SpT@T$6_qi)@#z_K=2~-xJusYdfoa$+uDeyqS<u~ujvkp9>@pf
zecz_k1y;-tMUsL{_F^A1B3(inU7|}`Ymf85j%QQZUq(TomSUJ`?m7LO^A?jR0?D3K
zV_r^Z-PF5`cM=vU6{4^|SYx$_#2`TPo<K+cX|}l<;@zeE_O1L@7_em_|E=+$Ho{&k
zT3RP1mknJ%<SsCf6GAp0CNZ<7w1YESyh=<E3K-spo<ZFR2`vHvfK<IA0<t@{h_1)=
z$+gAbBMT&JhbIQD?oJeVYCs>3Q8=I7ZXSya7gMqA`_qg#o_zqVmS22lTYdTVbXt<%
z5v#gAlMTuV`YIP?lhye(tohdp&IKph*R}8$++quy%w!hZNnEucT0r)-2=XzrMni*m
zS56Gu_TQFRRqjjye6iVq7rY2@BnUYvSMz0+;(~(Kuh4aP$p*KFKC~V1e4_2sZGdo|
zAr@YUPa$;rRozh7q3cPQ*VkZ5N+COC#uUcS2QZmxZXYpB3r(X+3n=D#KVyJe`Qz#A
z1asw%=qhBDj*n+tTD3FuIFao|?bmJAUA$663qMi5QAlyp^8V3!hs&BoW|Cbfg4bPv
zbQ5AwTNU*jh&&-%hrQvjt(Z6mB2;l!nzdN%n2G)8TF)BLp)2I-QwjWty*d@6TaN|c
zoA{adT)J24H>Q-rxOMouKoTCjtm7Fk)m3+K@c8Dm`K<0p=sHF$IRhfU<(vpG1?fg!
z^jG6dG~)qSKXd*p5S{a!b`RJjWOA}!hLcmdEUJ|-vmwH4Q;2G4b;vgp*gJZi#aK0_
z2LXCzY!6oN*V6;$E?8OblXQJ5&NAt}(=Bw8k0VSeYs?0y@f~_f<)j;Rhq8|impZ*v
zQ|InSAXy8cnGzCYflXOO(NfSK8>LC9&4)#7Ck!vV*l~)QaLyNyA9r?-k8@j;662l<
zZ3|h0sg{myy+rmw>OX<JIj&fgJ-oPI_wIO1OxPqb>yk|M$W)^UawNzL0yx_6BTIVk
zT+n{t6|ymDB(x<Gh<qC%p<vkNfK%`j1oTC^qSg-oK4>XR+2J<KR9&tDkE%$Sq)d(x
zH9!e98)A1&F9#b36h*=w7-#JJi{!{aKO}}HJX=Y9o`I{sL4kj`oMn-EzN14~ZJctH
zy0~9cQ(kioI<AO{ngE)zHIGrbsEB$o%5M$Xo{)Dq!%Q{P>S!#7z@K+M=BJ8tLt}Fa
zIM5mR&0>fWJ1w}oY3#kO+uDV@vZnwBoy957{VLa7e9pz<Ep1_u7G9Ll79~ccSS<9Z
zV2lAcz5_pHm<ijC6!lpz?Y>@nnilfV0_5!!HfLrm)@jbXe<T#yo`d=kb?LYC!nzhz
zHRZCg4xtRDd>Pb5)2_1f7BKl_KywHba^hi5AR5ju%M<JDpKqlv6jD)^$p>>L2HmvE
zlbV2s2syC~!g3SQ99hHWh47b}Eyi^rLZAj#^eq|45jco3;90gs0n>So@MFIf%^w&Z
z9PAzV9LKOwBWl9$^!q!I4Y0NG!g{|fmZ4u@ZF7HjH}ih<0O_zZ+9+#g4DCSbw6V}K
zdF;4M-?Dj3Zo^vee!JQE<>mjdb#1RRdh*%xD#eIj2+;C99_FdpC*Q?l&`UG)gd%AO
zg?hp=4x_-Y$i)||W($O*LQ!8j$5h@a#K^*o5bqapA&{EV@xeeND5JXJ3LqU)Y)b+G
zu$~Vwa9x+%Q@UCzeRd>$W-E3kc%S#nhpZ0Hho|-F$(-)}W2Bhm!QIw4oz*Jr8xbo%
z2$l`nPi{=&W%>hQ?g0qlnOrQCGow_j3?+O))%*@+Pgs!i6&kItZUEZ`D2}+9DPtM1
zC+l!0OFJ)BACdE?WY2Kz84xZCvC67qHNiHZd8#1DzKptNjxBkJVX{>1S^097yLleR
zU!V_01`e4@@HvpF8cJOn*0L1}Gb>W^_n<*L)CGo2ZbG4gmCwk<bAJMhd<`qkJ2kA*
z9;@?P%hqiSwh7*4;L>d0h^@@SZYkC8Y+kb31RiNavJ~0@zK^YW2Rez#t=gKPzsz?*
zK927;=Me^@d&oLY?uo-i5Xw8o1l+&Py2Y&>ci0zHqmIA6j)a8J=wPQ)7Dh8^50SL;
z4;cVSkO>{$rw<2!0qM{4M;Og}K=?wxngU_Q_-UP4&|NmfxTrP}vXy4V);JEK4g8AG
zarE%?GH0Ugg}p#snz~XgmXXNQMN$Um49`-E=el`CDAyAH_7XnyD=DSJtcaFlelf*D
zez)sob8x51>fFUz{y1dvPL!)Cw8mt-|0Y0DVr92=X2j9jvaEFFXWMcX|7_WuX35vm
zH2cGuNV<Wov3}(S5nhw_Q?X0<OjF;4^^uGE?50^r!E)puh^aW#RSKLql!-lbORJ3z
zmYi_-IMgTe+gF1cer`{-?X{r_Al^7j9vD2~>-`i`89l*w;t&z-%fUM+(s(|gWl7yA
z$@xT|7H=>cCjh{FG6u6-4kBBRm3#D#Ifwo14J{X4O(#7v7K69vA#b}m71ubP<rltr
zgFc=u^DUd|VTBIkr^Tv^_t(pp^djt-MUssA*@G0!<)$?Xqtp6rnk21WTxcHoX-lT*
zdSCmc$1lMGs8d5j=?z{yKi(21_hp|al)2iycHzUqlf0|y!phvCpg$59FhSt_R4f&r
zV@Rc;^NF9Ks99!I^2)0ee|*6^q=G;}oBVp4_(*q~NKH44GOx@Hqm>kfO$eu0iMDq+
zH<Ud7(h#nEik13wr~r*ybME|pQ3GFT@D}X!gVe=qg{W<xuWM&Jtq`vx)V|Yi5yW3D
zWzlaKv=w|`33SE1Bq6h^WKMGK)X-_@Q#i&yz*+yzhW(M9WRJdV>9*OylE0{_MbRsL
z{z#pMma@b1u_L*ssm<QX60J=zl)kZ8*TM-RCh?lUsD0BPaI_9O|7X1Kur#&_2>hZX
zvl1-^+9*!J)YEwh&X}_U@8zM@s$4S1?jE}M{hB+y$J_CN%kkpD)cdo_!TOJDaE`BX
zQ71xd(q%*67e6A%{NPH$G<7X5_j}>2TiR7=Xns+18~i%TQ-ehv!;HZ6ET6$IA@N73
z-jXZryZ!!(=E?bvyrnQOR4K!)liqb-EPWz<QZfQWMLKB3!hr<Mk;N7Y$5rK!qNwdv
z=UMayQ4Tn09(K2)Rwh4j(!JsMsFu#hkolld!TS-cZ=(2E=ANJTp;u**Y6P4)vt+%-
zA8i)OM@<(DwX3I!sST}{w57Spd(>d7?w_<Zw;u2)jAus_49|rF#dIM=nLik8z>J#?
zp+*hj2f7Q@ZUm4<j-j?V{7lM0@<h;HjYtFXVg(c-B{~Bs5thOQ3#O794~swA!^_uf
zjlEQG9u0kcyOOT5Ovc8?OFL`h(?wP0v|PQyw8dvImb_Fbj`?)$-==!1M|lv1$7Q_>
zP1m`cqM}yM>lvXH&U0xM(Oamu5f>H=@1%Qu1$yYc#3OHf4{SqQR*16RLxIB_#e$Ni
z&))G9ic}OiA3Ei(omYA1r)*j}SlNJ^LPiTArG7_bU=bsPY!eptrC^WS;mu75)ptqo
z*sX~EUqMuCWDhY#1schwjT%Y~=auJ`kyy(=1>z}=NuZ*=jn*cPZtor2cD*V<@`V<B
zAm_zO=*Rq0*`U1!@tOj32qA146tPcN9pR$bN)s6X3n%;{0S#-@Xf9C)1ZqfH!Jc7k
zSx%qAjLwupMgm4hq3=oLM9ybm<F;6ixvAO;GeY4%N@&lDnauC}`qpyFX`@h~bu3&O
zovH8iHN4&yqTQzuR>@uZ!fX(i3~N;;<4<2v!Mb-%T|WTX!Clf$`R_e8;uSguik|iS
zv>=xK0Z4tuM~N;C;;cQ!alOCdzF?ZBKh`rteWMpwAL$k5PY-EiJhhba>M99kZT!)e
zZc%T&HRPHqzAIE#K&ZXRqFJs+Z$4h*)dMe)H_9o%qELA6lE@l7R9f(*PQ@VwhXFgf
z*`+NxN`bV8$r11o0LXb6Xtxa>(m}M9ZBt0uTOML)74F*TtRc(1!!sYa3mtm{SCy-Y
zHBPQS(laF8T1^%pD}-g!>lciJm_H_3<6;3RTG#ZmnACMm%e;LShdwlQN=;q*$daAP
zc1&D<7^LH`p^B4<qRuQXV=a>lx8tSPQ@N?mug0QT=&j%mFdR6kghn`9()K8Q80=lS
zks9N5U@S(}rag>=lX>zhF6po(z)<NpMH)cLhLPY8yKq;br6I*bfIG)CsOv}s+g%ve
zSWvM9s&&=2K;Bk+>oe}gTDb9U{jn{AP!ZJM!Y>B7az7NzveO@dVhfYDj~IUZTn(&q
z-|(O8l|=8s2!e2up~*hwrr5JUWc{Aa@aDHn;$Y^SF4&8)#ceNgL+0;R-OWMWzLKk=
z=2|xY?a9FM3aV?yEF4}BRJDuujMQCXLxWc>vaok1Sq8NTK&l|$BZW;UEYdgOXU;uA
zc_2T%Z%sZ6!f<OC2!$>j(p`&Z83=U-?y8+Qhy*@XGhg{A_S-QXtEC$vuSYY+`-{m|
zy6VSQD~71ERpz~;bS-zfS@hlwpOy>QE<Xh;KLrv*tVJ~3DHpv%O!j3}>cVq0r?e8{
z9?Qk=?7^|od(3cclmbFeG>yU}F0}gi1PjMvugO{A7VE=mf!v~P6u334csoK@^z;iL
zfQ@DzA*^Etals<5=-U;-2a@+HHqwf`TSm+?ZJX1F+;bXS9jH~fR1bn*q&Kq3*52a#
zwur);Xv-$3kG1cA!LN|vv9o%f_#<;20iTExqXvI~7<lN-&S@TmtWSkl1v*OdfSSt&
zpT~K4t)R!ts4zx|PRnBkO6T4~3&S{y_n-xb!hTiu)PzXx>kTVanbyYlx=s}tp{OnT
zOz?+An$f8}ygO0JG?~!ek+4?_7s9IYyrod3{Cd+UcYDIz;4OE7R!b{Rba2!+PX5S9
z0$d~^gF@a|oqjv@rSVG>vAtNRws)2)fikJ`Ga0e;?bNr7BaI*0Xmyga`)V1@OKnSw
zN2`gLU;V!u%%<G38!`>1pP?C~5%5qbvuIqp-n1vM5r~cy^sBAca&5Z|#&)uZB=%4-
ztA~BX&<~n0Vo-bC&lUTOD>EGX+5EbaJDhDbF@Aj9G?XI<70R@tQ5=YZVWkHaP`w)>
z7sOLkF2BhS%$k{Ri@C?tJCj*#8~SZ)M?|uy*9&mcSNL>VNV~m<P~X|YFQgwtDq>S5
zZ0SIW+!hlX(-sgSgR?E9f)v8Aj@p`kj~^{o!%yb^yKbtH$?(M({*NzF5+Qq=JaToC
z{X>DFcdR~}kFSrVn>4>zJjW0|JY~u;8Xuj%ey}>THw53odKwR&UKgYll1Z3&KR?aS
za`XBPNseZ)U!7kIUm7CCedVs-YjBJ=h8?LakEM*Ou#JkCyDrLRe>l3C;}b|4k1b2^
z%LG};y_c12y$%2iwh7%ek_<FXn<aN-m0i5NlK{YA8B|>nQMi?gpEm>6SUZ4)ub#&c
z7JEQ@Fm<OJ8}wH--EP`gnSHbiZCQ78xzNsLpc?#c1N%^wQt!pXMe#Zlw0`Z!j{0MP
zA|TjU-r6eWOwWB6>5Ze@gz45MjG5h#-5>|W)~^TCgoW5v;^;=V7qLu^kXCfW@4WUB
z4Z3;hXw*mDsBR13=oGxE+=xX^TliJ)IsX8bWIz}{@5LDVj68z@sfbzUK3-SZL0eOI
z%wxBK(fR>*l*x2Ih|2N13t#+<hALO__r-#2g*2=SJ}zR{Ri*~>Vi^lV&)yQwHvbVH
zc;2<2VdBQoKtTaikBFu74#CypPppn%Ug3OH?S<T*|HL;BASy<eOIf{Ar+;YvP#<tE
zPAH&N5~CA&sJrbaRzPx@l0>A{&+3+;&+zN156e@NhP?m=DGb|B#7rU1+G~Vlwig$p
zkS;-3|Is*z;5-VI?##|lNqze9H99U2Tx?&zb_|EbDYd{D*zF4g)Zx4tYMXjGkoRL;
zl?LF(6uHnN1BEpFFZ3(}Rr%N*R6jvT6O?E%OrE}JN){N6PSmQ(pnQn4YX!8V41UP5
z2J6w#`LTwgXZzuq+1^0t9)ZXryKM$+zLM@p?vL}APk~F@`Q@?!x|cikt2yb8F&oeG
zzFh0|;LB}HdKVDCz{Zz8qQfcy++p{yrb2hlh-h^ub<->+d(dY}&kirrt_1DTDi#ZY
z^ktgCi60aDTBgZj8iAr1R1+qVk{B;&5*5Z=a%Afx=ZtlsV&wy-tiI7kie>sZenDUO
z6u1FK3EMX;>Q7bp^nkD)_2xJNcbbpKlE{-h`9(z_@h2ONRmH=?M_ggR4v9MuwM$d>
zPbQ3^!>>GIprEm55lp`k^HbyH)AsM8&<5vIWW}Mo(b_KDTnBG^@CW@EnC<+kF5c8+
z{Q#PQF|u+BL&K$rto;h-q(^FC?Be;DuF}iY%CS}WMY<kBhK!Mgt!Ww_xqKHdqvzHW
z9B1!Eh<z(S>pOP)lPx~{X@&<m^j^NaV$i5u;OqPv#M4-7+b-RQ*_L_dl_^jf#6>k}
z&kO!FQQW7~;c{pArJ%O8_PHiszEu67p@BAwr$Vig09|Mr4g|dHQVK`##YY>MQ2R(E
z$J)nA(B2H6OO{fWVcIljg#X3|7epPp9>)}K+MNFaKnvs<?2r^j71j`39F!6a6X)nf
z;H8)^vWKZTehRzW1b!17ezOqpwHlE7D#6-Ydjh~~6~OBlAPe95<&6gT@jLM25wMGE
zr#03^1mIpB*kv8~<qg>7wew3;gY%TnwLADFG}vW0*yZJqyQr&?jlGS9_c*{k3GmA?
zh>wq_!d9GrBcAy~mGE1Q!OqA=|Ce}%?SEA=psuJU`}Zn2nm=mf{#0}PL)`(z!SG*w
zWB;Lo<}<M1uL3!IhJT7L_$^KO9nt>}vCF@E_J<hdbId<)f4}-~EzN(~`+tWS{C@nN
z<sU+s-=ltuSpJ&fAA*`c$Nrw_&wcFd9RDUL;P=me&-VB2{}k2yp8t0=!{5RUp#D6A
z|5-usd*nZaHUBEE`S*A3AD92{;+p^08}=^}8z>DLW|rTDcPyWUcTCKm-x%px|3~57
zX9>iA)!nhNeLnxaq>+^aJ`E$&=PMySn{P(HTLq!m7(PWW|ERnBN5$P|rNqCfxMThN
zeg9r@_qp~T<$a&^bViJye@lPXR{X82;Ez3j$&3D5d-G?d!GC85a4`QT6?bRq?iL!0
zu6zgDox<`S3d|y5q>du;1;p|mp?Sh5Vk2=z8gbci@q<Y;9Lh*T+S>(UX_neCg}!kp
zfN2h(@=ZN4tU>7xD_|z|iIZY0uvB2>qRIL=vJN6h7AK8p0x@u^2y!o;58AQydj%Bq
z79SD!dmINlTO1n?FIfk&2j}j(p{dKRq_w%oMd*`^PlX@6X<b}bn=LtvXp{Lk9Ip41
zv&Ubu&G#?b54Pe*moBR!o=Bx>Xs9U-?ip6H6!6InvP6D49pAPDC)DtU+!wk}X2|lf
zaR*=d&O*bNywqjuW4AkR-6E;CuW0vbyeu<4WXA`WS74pB)IHFY+&p0$aJ%iOz7p)D
zpc>HCfZYSkjuH)OMnG=jT-&Ag-WBO^UvAxetr*Z@s)FG7(nk1p>^}GYC_U?~^h||b
z-<P&XZ_$mOh`xXt7->9MztMkS{XKZTVLp1Me{_7Qr-~8Bp3xq>YcOqz8q1htVe<8H
zX~s6vb?MAv12)0ZqKR{eU`lT>B@<_$V5_x?V+nnU@YfjQd|<|@wySjHwmzA4Ub7nf
zi9XT|qvKK8p;<~t{<uX?&4$*xGGWkIgkyCXf~YQ#Egfa1`Qhp$sT!cJps6vy1Lm-T
z3}6+u2e#f0wN@sv&kGi*Rv>1*qzo2CTO9At@@P~wNN6s$+Hw5D6p`l9+g?ZAgWfJ)
zn=G&oGKQj%yW@iy?4WthqS10a<8v8~kDnf?)~|Z0iRzX72HP`St)mgnVEzVUg-Tv9
zz`4i)E)YC5OzfSMK|>D{VmCdBo1?qi;x^naW_q?t$VnO=)%A?oFqO4$_G2!5^yun1
zX%9+m5;r%Vs$YdpHmOoN8KY6p<yH8p;^R(I3eGa1D#Kz^Tb5hqZ%8(dWxubZLxBz{
zZ=|GZc;@dyPfQskRgO}ylQxiZpY+txMoqzvQobB02YZxRco_vQtn!fsDo<6FKPuw~
zbJEtaSrOVeG3k9H0e~zABpw`neT6|2A`0{njuDiH@R&@lb{0CAdv9T|!6cN9%!X?z
zp@i5^>**8=YQOS^up2Y+U42f)Z&Kpu0JP(BX++$O`Vbn<{D6P@XiQubijwW)>z@tC
zm>I$Coee6&lYyy^?}Z)@Gf`&mF=o&nTqX5jrFspK^5^yMgnjee?h7%^r1o{4HH|lQ
zpK;paqOC_hHL;-U)DYyNf~zCQ+X|ib=nR(Hs_Wm^yggH$4O{Rf3z)(qV!eviHa5&)
zn+999%&A8{QqUIXMc%`}Y&ZXGZcEO>*wynFXJ$lpGv<z@9PnEhwQy-FOL!h6_-exz
zmkqva`Hcgnr6+iNz8A=XOH=?&zd};qk~%^zK;%lgO6c){xNQ>lRqWHyM7~N@4rLwg
zWvlsGN}9{@Lv7xpyrW?3Sov1!*#vgnX7n;_>kUk$Pb7chu~^IilkF{a*|>A+HScKy
z^9A$by9Z?LR$!v`SH@Warj(usAWd#HV>fPAtlD8mZstZUfo){Ieh3~aw*>vc{X>Nf
zRB8jv6ctDyM35hekSXOoXx|tPF=kGrmxb;T;9WDEI+#kM_w!%-!cw~wUH5)&Xu3WB
zEbK0n=sh_h(KE`wX06(^G{`qM@UMSDSU*Qy@23o8A@@}*I9l2jlu186X*R_d1h%aK
zGag1`##y7F-2?0Q7^J=GH$Uqui6LMjPT9$u$v#oX>u+aOZ2(MNfUw*SPjAB?0f2_p
z^Ih=pv{#8`MdZ^{VY(+qy8`tPEAvwG?%+a&+jAMrvX!u+z^=WCPwd)7_8f|aS6XO!
z%;f&CC0W18e0cPK^x`vo|MIH(&6p>Ld2XZ~)D<;=@;XuyV0|*?7vV9<FwXIT^?7F*
z3er$R>e>)vVo_k(fKYPRo2Ju46P@;#976iWD_?w|9eT5pwlQkx39L&)0v{ZprSC8z
z&xR7!`RHYJ0i=TYC2*1Wh<;&koCJ|-qC_E8xjzG>m~+u%EeY{9Q*V7@qSc${(h%&H
z0SV&aAgq!_a%|_mZ&|4zON|&2!KaD7fEVd23qauFNKT<NzPQ8RpK+@%p<%S;v$4+1
zmOce9dxAd%y%?MW)1f?rowKje+}?tPgEJoa`^#U{3_0OEZJ$A^coh40(P97MbMN2a
zS!#6l-7Q*qlX>*^;p4$l6A~iuQT*mc_7-mHsPtBb851cPUS&SlqJmE?kUe6wN|+V@
z`C)JW+S0-yS*xF4Bs+4XXC#!K)DKBHiCLztsG;siHNUXiQGB|fPj}kQq!|`;I~ilT
z*U7WW(%B`?>jH1>CEDD%{x-?AI)&%^rEckl{hpa<op|{gQ!KDL|43D+dIq0ZjxH)o
zIx%M)vrPUugiQy>dP3M#`PK}Oiu6fhVw$wkSKIT@G9GZ4ic%uSVRF7TkEeiA<pPes
zM)vxq>i+!V3e@evNym$XZRW`0czxDAx1YuTE7U}#ZuxgJc}(_<BPJ_4;<jr*g>0eG
z0QGp9$P;JC#q_qXzlffyHHcE8q;x^qmH?87?ePp*Yy8baK+@AJVpyIqY;=IX0CC{V
zO&O(=ER(+iddXMv?23}dXRE!-B$9Y}?_s=4ZMo^}?R1WEdG_})vb&;khfu54{g|p|
ztH`RMOa2yGFFiX*_rz8m6)%;XDsd-{PHfvtnkfdP4ZJ_hmK$Maq3o|aQA%CF0sZ|P
z3MQmrxDCjrAq%_F{>X5HEAMVUZYS{P)gDfpe$s>bSG%6nHNn2;s^qEu!TqCz65SI(
zKJ}!Rie17fm1?3}V~JOWZ!YLLy=k-4=s^gZUICKB-#9`9iy$yWh9N!(L3Qg>V<Q}E
z&Au^9WhP>V=oS;L#-xxtVtfyZo#szSIE}+u2f;2l2>glro+q1zHd(<33zm(9i_hZY
zi_uQw_myc<hb~zS2;1z6xVsS5L#?M!WdCPCEZU0ANIrrnL0Y&g(zCqXESN>VUq#eN
zT99HF{7eJ_LkSWw;kU4d)E<R=i(FO<V~|E8;~vt5>?AcRRx>HWgAuuS&FS-?h+K#G
zUxl;a!tn2Hg#llrLXh}SG0yLs3cxhH<+mrYKRRCdt0!{zG|SkIizH#y<??St;<Vqv
zSxd-%X2GUVeXOgr5Nc-YP)|HcU1jC*EzBOz9peb?5S^oq<ofekc8|iB-&(l9hRqBk
znk!hbw9iv3C}k6p8ur*?)gIyl8%gfc|BN<79=}Lj_Yd#6=<?&aw|tdnkLJlZP1!~l
z&5`uVRfP;xti>Qg1CdnfTB>aerDvHh5tx_A%xB-i7YCEqB8mH@qRu_bmTpDKb9c)`
z)q6MkPKLY6>oSDk-N5)bexsw+vtJB4(AJZkIAJMXsjeqwHxFeFG7n-FfK^S<rzEAp
zx@t3+ib(Q==QbH}8DOLL+NMAUO(&y8(}CaK{*q$j)S=<x@Mf!eUDvC&9ECi5BjpFp
ziD{(MHvk}evq>-~&TswYjNU?x?7$U%I=rldk!rI}aNesAL^Fj&v4Tk~z%aArM`%nX
zkzr^|1rbW9EHTiL50pQ>lSL9Vu+^5^=o?Bw%xgX{H($3L@V5#yUo*@WaUcC_t5R&;
z(Uu7)!YQ4Q)5xeZTdU}nU*avBaXjA}j$ekFO!BoS;A$%9QKO@b)Y}m|s%CzgI;Jqk
z?gTFMSbZ2-)nSNOvNlOwr(kah-bUz7p9m!hca1F0r+tayINS2A9OaXcmXN0p@tZ$u
z=;y+T_1L|#L?Qa&YZ+`2k8?U^v;e6&LdoS@hPBk<TP7hIKTWD}mqP*#JF1x1FA%E2
zpnOuA##0R00@fOi;4m*xS}MY#<CkDps}wZX0%<G*G>|Bg(`<sr|E8p3Ehgj2`E@%s
z*D8DS7+a!0sI3t-oJQj5y${seUe9VeU1|Umv{GvFzUjGEp=7Qnw|b6G>yrW5Tsv1>
zoYR-lvt_jU9`$qYi^)hNyzEdbLZfJ6=}K@;!x5suHm|CQP-*vO=eSil8Ww8)H~vL5
z#bCSRQ4?zY3R8>g%dYA(8dA}1S`!aq4o-7S#&1t+CB8(S?`H!~okS+oufiKPhBmD{
zjn4S(=FJ8sgLv7R)VCQ+YmSGkhgIm$_9f3RL?YhlodTSS+iaj3oUpF^wgMWvL{ds&
z=qT1o-la}v&*o&lzxV`npJY*UFaSkz&r~tl8kVSK=Lx1LTW^Y63(6DYt$Me}ezgV}
zjK~*BTsp#wY!hW>>C2f$6xOcyv<TL9*);QY&Gj~9&c4aJ9O_cCB;GaLPhCeZv|0PF
zQ!|o>D`-)Odv+H>H`5<Zhorqdj8ThU0m-01fZ$sLI9bLa((4P~)yk*KW{-LZhR4_`
z*~%fSO+<7MHzXHm_t9dH$(@lX?LFj~C{Xh!>Uf)DP2ZTGFY&v-L`4}(DGYu4`T;mr
zTvB0@Yyp~!W8dM-*Xzp6m}Ul9@U{2oQIVHf76P6$eJ7p_DsZ4AijGf;(f$!-NAnS*
zbh)a0D=mfAJCp>xfJg^z+O5>FHfm{co+OrLFIjzWk=SWk1v^_8Qqe)*d-I17{E*l!
zgo<FS(}rj$L-L4`JL3^)v_@1Y4fc?@OTD>FtLd__(=zvjv8`>*@P_mSRtiEu`@(rL
zw$PC{nK#z8l<u3e-U;u$P3lvw6f`d1{nB{$sF+N*724%A1dWy3SrT$MrI%DQ&DRvs
zxJJ1eGo%rMlQ?l&C_X9N4AAaY%vHp@Gvt9r9-g(AS7}dM-QH{nwi7Jo5c;k#hhY8p
zcilauPHT_Vb8CB7<jzsLoQw{DQ?+5CgQlI)P&JPD@1=}0T42oJp#h~NRx{yA?DGpH
zwc2Q<C(QGVNt4cX13icWP4BUnPfxDPR^r`vI^DscR*0LZ_;G6~yP1550xVPBP<{=_
zopyr5Cb!aJb8Qj>qn%Cfwzo7HSCm2@Ey^w9LfJ38x8Y0(ePReO!w1n=7m|&p)uaWr
z&la{fuM7d4K^}YqwA0J6UgUYmpP9vaEx}8{&@^$e)QaWL0qSRS!txTym;x2`W&xP!
zsu7=}Vh4QWm2X^@VK{PYC-GWDV9vw%$t_Icj5oy`QY;ji>x5Qm$*bNdGt>6uvq?$Z
zLHm6jEj`K#3>+vcTMVq2{pvE)XJ_Io9+u~l;*_Uh%9WS#9YQp|q7+CqN?vkoKBG$B
zcJr?zrO(L09k#;XbiwI<AV;D`XdJ(Ohn6p`<O5B4t^?AV=0No(gt0o4jYhZLlWh&v
zctTc1RRv+t0q@|lg$_;car!1yH05-dLR)`$y3;%8fLEO14CIJZ5_nbtn&UTA7R1as
zIX#hswx_W+5v>4woj#9eEslp91rqi(j4KL7Lmm78&vxKzYka;fdRQWy8BKeGL#-lv
zO<6uLhNrGA;pkat>ifcF)RD`Bg$_M8KOm5ul(nH;eynDfNTg_DYTR<7n^bAMQo~GI
zxfxg$;v6NvPDR2zWlp7N+1|qhCQYdzKMUrmI)(F|M9sHb3h|53nvIzCC#j>3JVY;t
z^rpAZcVo*a5p1yB)D}7uUDo$|G?i@wh9_Fd=Y(_NaZ*JNUuEk(5v>j~aVH~$EBvhV
z@L9$+UVd<Ga<Ru>c7efb!5HCXmLKicyc?b+S41pSeD#umsu)sgF>xqv4Eh!2<1v*o
zM#^lql2Dv9*VE5DKQ`D#6JIF%;G|);n5$Ki9}G{O?)2pcRA3%A-2J&2vD1&YUcBgi
z%T8qz;?qVjH>SRqqW!QE#Ws|CcEOG#8-i`&nLucdIRq@cYAES4Z6_yKKFDb$t^qNe
z@=!_=u9cO@T6M;`anXrX7Qr)I1ZM{XNjk1rK&lzo0N7{<v-ne4TuvAfyJFZQ(l|=s
z2E)pfm9*Bl`1pZ9(4Ir5v<_nddZ)W9x`J#^R;`xJTP_$(sB7fuk+#RX<uP3HI^#os
zf*@Npc<~Hy)K`t_GSF=PRx{6>6~RbbDiKR_t&04#XwCgG+YToanIeoZi00^6J2N$j
zA*(%rNgZ0W318Dj7OwRzYPeIFhbA_;=gex5_WPt$)d;-ucE;8^5-tI!Kpj0p42Mse
z;>K!A3bbLcTphrNZB7*fZwT=hugBH)CA=u8R$;%6&Ig2TfDksR2mB-R!sLU7Stt!9
z3o^n!C;qV#C9qufeqX~5&(dZhnX@MLGtSm~Xcc<4i>X6USK~Y4$IU3N4NFv)G=3H~
zmfAa<OCDd9EYsm<j-VJfhZ+rM37`}yyPoW52aY&1XYhdt29mrau{xtWR);`S;TCxQ
z#`D5udX#Lld0WN6YeWvDQ{ky!4dZB+##Twk6Iu$&BlOnUMUM{fyNlr7g#t7ltkV!3
zyWLe;3fHwqRInWZ+t3+RcA4gmPO0Xu1jl=%LuGBupvCjsg|*y+Y0a4GS&)3FDd+N6
z1f5c)(IoM26-IkY<;fB}C@WTSKX=}0#3Yi9;<`R=vQ^%X8Le(9vWKf8$C?kC=c&N*
zAj0oA<^8=5@^$W4FuczCMZ}=I&*Mxw9>b%MuncxA$jm~-`ghifjf!kH*u%Tjm#5&i
zo4Wd{Yg}JhM$S&{$@z?=fTi4GE0<$|Z<v^ZIZ2bwU2Tq5uR{YX*T$T)I3G5iUw8Wd
z9a8;Q2`MwjC(deQW%wK9V`csAs{0G>`;Tp&YVy)5!t(#8jNQ*@(f<!NPiD4%0;w7P
zma+Q>eEbOk|Av46Z;$^5q(9gGm(PC#E&t1y|8dms^*&+izk%0(fY?yKq2@pL{}0gl
zzd-W;2|E7)et*vLuW<8UxyS!W7VW>e=>GyV<7?1xd^&e&nAsWd8JK?q&7Y9J78ISB
zgPz5A0|6@&3!~37|4)Esd^U#9oAM{n{CUKG;mlC~m+sroV}9TEzvIb&kK6rkJo$G(
z?ccj^8JSr>@#{}e+QG=~b8DgJU?gm0U~Ophdn$VeJ0m?yC>OvEb!QJnrB1$sq!wql
zs??EjLq?hodIEx27=lD313|GEQzQr+0hnBBU4Dd+5JF7C>JV52VN!x#fbBfL!@7qc
z>%~IqbEcC{&%-);rVHou0EnmdwP^3h<re$rmV@`nhu0O3hejIp)v(=S;F)4$@ta<Z
zZ;wWj{||5P6eU@=XzNzmHY$xu+qP}nwr$(CZC2X0Z5x$3`LDGX_PP6>v)X;QE#f6+
zj5+3r`4SPMf4z6!&~$by@B2PiwG7ZxhxxU2>|6SCfzWIggWZYOTlz0re#G?&w{g&`
zWi<r)=Sg#`Y#bXA75vEz5R_Yb98j~n%2z9ieIqH{LWyIlROXp#F0jM6`-~J=PTaWq
z{ph3Ds@qQtwOA4wO<NU>&dg8hLMbS;CfJAJN8W7?Z~-d<ckr-T%>jJKvK@25&<@Hv
zd{A{Uj`womY>7@SwTGYb_x!I<w{YO69!Oj6Hz7+E+NY?WBBk&;=Q8qfJZB=J!FgRe
z?MAgit#J7RwB-^o1?1p^@PP303L<H;U|Rt=fwfqGQO5gkGxXqC_?(b_7!zDTMFub3
z+QD!*!{f0aF%aSyZ@^ir*72g3*CBPKHYpzr^RGxN&=t=p%+F(Su8F|c-wx2zk?0&@
z>rQMX0^BX{6`tuWV5#ZcAb57X8UDyyhORKSCp0@udj|BY+gw3V+`2Dfj!kbm4#{2Z
zxACoSx2!~%EF}45iDk!yPwnJ)So|(;r`c~@ckDVIgA9}Hbo8Nhk4w1KKJ=?qL>bie
zoh8Dj*H7xV2g^J!O_fyk84DWUCo#S<E}CsKxE1OZhAurE0k%!%sqFZVWG)QrKx<g^
zg`bM+Rn1jT2s4SM6!+1-wt&~e9I}vGv*$PlJg{o1SG(js-YV!{SGGko>pzFa1Kg6j
zseOu;FL6y=-p0GMM`YZiG{!f_qW0`t6{m*XSV>cQPF-PY_E0(_Q*Jn?gKitT2AyXi
zJb$17QG&tV6J*2eALqui`N2UZfyLZG%iM-82O0PP9u1134T1epBmzq#B)}(y+z$x(
z?nnu64n9E7;}eSG6oe;)yhp|i;D7n71+QXgM9T<gB3uMHEc&7}M^vvKEc<#l>1&o<
zUTOa`<E<g^E5uO0IoM)TYMK6v(Mkhas*1R*%)lb$r?n2NiLhElMdhf{5@a5kqs|+p
zLTSO^?nzohEF&v_V@a9O8f83lOE7A?x`cp(W>Ivu^KLi(B!j3!M@1vp<gX0bZ3e;>
z^|f^zOBx5J6lQE|GPMQQ{sv}PZVS25ulq_w`W1q^O4RR@rp<{asSebl{`REmMcq|1
zyfbPz7r!zGx^hgM#5o6lJ>yqukt~B_OUDxLcZE|-rWU>+E7X_yhK~IxB}wWDk>8;E
zj)|hABenFW36vbYFMgl$t1cK2$<FQ(I6`j5IOht820rm^g;)!0o;Y!W8G4YP3E=Jv
zCIYml@aZwac7++#J<mWtAV1g$&=iQs!o~M;-N)gmvlzHovLyz@+VEKz$mAL(##{-J
z$^k^SV>}LLhy4s*QfEZC6am}$WT}lf(`&3d)<=VnvG$`|<{$T{v#S#j4VaUKDEC`y
zIuW`k=82i)Cs71nxD<@Z8=jRo!RiEk9yA_YGq@h=22^Ikrzj7wAinC?nGH$xFyJuo
zi4p>Uz!mo^Va}^M5kvoi*DT>}O5Sa2g|Qiok>xXoSsbo3h?)i8*%3jpRmul31;Vq1
z&JzCO<=L|#L#oPOKVhijz3_=ejtWwXPixF~Ze8kc!Z>mSjIc$;iL$s6f2Z{Z_Tep(
zMJjVQhiFP{7gU*7I5m0zo6wS^=?J?-6)V^tlpdHG;^r4N6llp8GDVrVGJ2qH_xJ8&
zj5Hdw)(n-nv9fjA`ME&%&dM#kxTEl*WzO?S$Q|>0kVk=%xZpvNd{Nk{2v(Lx!DhbU
zROCeDlxJ?6j!-S!E3@mDy@QURMm|=7%`l{a&Y<@XlyO4RN=b-v;g$m9)JuLw=uMag
zR`6wf)u#CqXm_pFDFcc#5uP8A;1;zY$2+&SO8XhN-zLuMzTsVWx!gk!NK}7B1@kdc
zwKDedpmZ50SzNiFj(}PGF?l63Av^9-pQ)c|pJ{p+R0SsFspO4eY15V=7H|zQr$$?P
zP%CkkOdMgCx-9h>CuSEO7sL5V`IGtDvn~0*1JtpHsdkuq&pKf_-w<!^Xm~(LfgagT
zU>RXj_D~l<DsEY=g|m9J=5IlJEb#9JF;A5oL6Sf=ZV3MTv^{rjM6@a_$sabznR}Zh
z?IF9@9f563A>(6q#;TmcOa#$nv<3Mf^Uhh`mv$y*`<Z)J^&RmxYC3b?h}k4goghBI
zNve;L-uJ6&LTT#&+%26ya#%?%O?s@_xYV?}Iv+xC6@mPBoy-W|l|^tdmOE(PaU?!h
zz-@MKZ?@{;FMgp@vuOGh!UyHDafBfS>#~sdkD_W&ky4$J7_>V$NH?~FEa}!>IpcJt
zGw@v!5w+4zFJ%)o1v7U{Zd71aqEj<LJK(rPXl(w13>ANWp#rg(`q)7wbyWHeJUFYy
zj!HN8(xc=*^>e@_4FG4k<;^(RaoNlqz>fKEhVxqU*HB<`5=f&=GF5Q1lQ8(@VUb1B
zFc?}z`1^Me#X8~3_C^`i7SM86cSlQ8ce1so+&@x~GepbWkP?TM*mPCRwFJDtYq0SA
zXIR005g!a$`FEH_6B0QmwHiB3nE~3$S$WkEn<6CIfG;jQrw174#b!HCG?vdmH1H&I
zlY1eHL1h&y-9FGf51eoF2+7Zv&-?g0T3+J)NX6SJ2V@tBHtQ46<hA4uQ@@uxZuIPd
z@P<JzX2Uwc_?ho(V(Jp=q{0-!epVevSHUR#?c$u%u3IHQ&x;2=*<L8a1fT%<P@)z&
zcKLR3YJO~QsLpfB653aE3lzptKHz=ltll?ya?mAPr#@09SfHwHJL^g1UC<|KsQ?%O
z!sM|P0s(0&Ttl;A<^pz(HrDA8RhM1&x;hA;4=)ADm0hBLyErdf_#80xnpTT$Jbx9I
z@Ck(@*<+YR+q>Gc?V^a36f~H-mlSN!L8XS-L6I>wIx`yr`a3=PBBlS3fo3LxHrBwx
z6z*Y7GsJEMX?J1n0e1iu_Ejt$i{ve-WTY)_EGhm>{v#`5#{Wxo?MKCr3y<<*ZbwMg
zmOKD=BRF|T<eE$?%v?4w(<y1cr;V3iI~|Ta@Gx0fh7;}XDGZL~4Geh+BO0C9L#C!e
zwz&k6qG*6_=q?LAU9qj15Pg`eTGDtGe!A??s(&y={H8x^5T>vSv97RT7mgsnkH3V$
z(cUowMc&B+p}@$x0Cov-+hXxN=YPZP#<AdOzSkhY!p^}6Mgy7$0QM38M(8W>f$1yy
z{a16YxXpKSt|>L)cVq4we03+lZn;m?O)6iz-$)(rB|5;a-S_DI@6n6jqci?CH)igu
zvHuO#7k8k=_qkU(gq(V@)_C>=vK)N8u5&hlHwQWawjVY8t$ML@Sn%0^j4behHa`Vf
zQ{nlS&v&Eo&Cx!N!rjiCVgpJB%w-{zeBm9?Ao*FjVvPmZq4^;KZ{dev4=Qr6-A0!C
zKs({*#KA3Y)f&HH`dDk^%Mi{5KD^7z1@A_LwGoC$*(={pWPcnSugeKhP>!@s*{Q%R
z$kmbgP(I29yPfBVIACX5dee_fZ+moc06sG4GJbPWCea8--Xwr07Vsw%V?#a&{tgt*
zvlkjTDZZM#-@Av2A?5{c?r2_Vt5e2x3PL!u+|~%s^v^EcVLJUHg9-!J65_;Jb8K__
z^jVdPpd1?C+Gg%M^@WF7>gvf$8fp%PFf_0>itvdRcp<dgAM6ACL%bq<lpKNKUFtxR
zBAk#oRndlehehcoG=7K%HqXcDi_sk6khEK#ehdgUa6hmqgzO|tM*Ee}mR^#m{7TGp
zVPq-<U1pPXZoxsJL7|I3kqb%X^Q{QqUya_sInrmPgb5kJ407m{o3U!^^Em>B9x17h
z9|4FhU~KKBxVw51X{0J^%hqHvxG!QJ3idwtJ})X~$Nl?d{Wk(OQDasn-Ju~9;AR$I
zYysielECeS)3!pIkOhsy7DE=G1rOeTB#6FL1@8+L@Kx>oD(OF$gTtz}GrwEt|D}Rh
zw1ffE=4dN4f1otWBT`UdjMlQxdz@VahP$4w_KLmkRY&^A_+bM#-{)-}LeupSp8D%_
z53cnIk~-2G`Qt9a$p+q)_5u^(5#bHqHmxFLST7SRkq(;Fpp_a`jC{aQzJw<nId^Z5
z!p6wN42badMzcx6>rc{U_GHP)HAfSShj)9xr#3nTxJAauCk}BQSMM2Tac0`YRMTc$
zE2kZmw#+TrJMz8eJ>)&)`MohJu^zF3QfgM_BD6_RrB<2boH(HRlAg|mWIWsT(H#s_
zJhJwoxrevBeGmogRg(9j%Lkfn8-dW^hq)AA@sO%7{vtARDL#J`;Dz!Kr9%amd{ke^
z06T1t(E)iF+`W6~51l0O9<<!adF1`hT{k~H92G>;J<V8`Bhv?V>B0emQrojEgQYG<
z^T*n?>ZD<E&I!48L%Js~A8)nSdn}E+5)IQqr7yZlwN_orT<fc`s*Is(j@eJ^hd0t3
zE$vx$Y8sEb%nv~7)gB&HXO1!9l7J_2H7)lFAN4=_Uwe*nDPS>&3dF^VS(%@78fdZo
zL(?b=WkBT}hj$l&y!7KB^@qjOHf8M4q|M@D-a~+6S1y&sU5eI1Q%<E1I$;brzV^iS
zVv98dFYuPYqIdKS6F5Z1T+A-<B7vs3`lj4aJGJc>+=g};o~gaqJxLI9`3wNG_q>cF
zk>vz^Q57mc#;tLAfNh{VU74)51k|yi4i41;cIbWx&da{K1WV_!P*~L6c=t)To9`F*
zF%}!@6~i;^=5j6;I%y%7Fk60)I`3TsRqs<B1z#_{5m7apDxN0Kb0O<=-jT)FuW(aV
z8tV0)&wb0<Y|YKg%f{EIt`wLcs(jSD6FH-XF8tEb#h?iTiGe8rp1(^G!dS%v)uKZf
zFr@jZlIyqU=%e%cS6(=;;_s)$`&vI~D=KBd!M$CIegSGKL5sz;^YX&@Qv3+&sZ`98
zGd9s{La)dI$gG%J>{wWspZ(#@Q6J`B`xXGV!)jt+D3&<b5_B@DV)Nzo0KtzXOkC%X
z%fKEBlm%X_Y|gw=2B_BNT<=_*jL|!OfE_QE2sx-9rCcHR>nA2vNaMFa@FS2IgzByX
z1v0}pFkTNZx`DYZeY}N|_cgi@(!_J{_c;%Ydhu^ozzVP3v8E&veY{_F48OV`YM)4C
z1-KJ_Mv%c}frDAtQeNv;;UVcG39d}N#Qp*x*uqYM$#+*2GHe@FXEC=?HK{=b_6Nlu
zoz#0^A4^NTh%!|MCB4}4ZY;3VI+}W2I2<uxIV@bB;0|Eo5qX0X`Vt8`wxN;qbP!rr
zNaCZD;z83om}M`h=|uR5VX%R;VC8-S+1GdR%eu`s@duHhTp8(bt7+Tvq*0Gy32lSa
z-g{sNf((l09tS~GwfSK<C{rapp+Z9|UP>Tl-#n|ci{u-IT#2sH;pkQju`uAv`2Zvc
zoZHIp>`@6@1Q4bgBan8|kK<Jjr`8lpNbiTSR&D>Mc75j&KLeD20Lj0)#|{7wu@;lX
zUz+(u3x~!O<_wKhQ%tl9@u4ACM$r9d>2Y{M7x{8&)4Dq`p-l#33EX)8*Q5KxMro4k
z#@U<7r5VS=%Ev`D?y~emI^qYr`{R=1b`eyKAWzS#tt2T|bjjDlA@0(Ko%35X%)vWa
zfC=wQ7tn>Q7Hv#YdYR`bxSF45q$dGWm|0%5eLTt?_bUdQR9KxR9UvJ-U1WSeMJWg*
zx6XSdzg8ZiE+CV894%`tr!8kK4Cvr$=pz9n5$Zy&a0bf;hA#a$^^%Nqi%}+3SEt?j
z;<)ATwTQ@@bk+*@CH7Wy$EWj+n=3J>=O@HTbJk7{`Y!Tyl<puAry8fwYHn7v#-Kw|
zLzBeD9{J++#AUV6RYxa9y~=?lZH-Iiv-QYI?50(+$_-nm249;)AwUy*6bw=Q5N~?s
zSP0Bxmk7%1CrFy7H{e0e@}UWA#Yj}cZ(UIDS(gvHxSy)~yyC%&d2}=O0_{^FhGmer
z$)>Kl4p@SbS$BF~!LuO;Wbk&%OCe@pf&uB$GxoPkII=c|Kbe*f<Cc-oK?&ehZ1M2$
zAgc=vOR=Q6oNR`<EY{kMEnVHe+81TG>lyxdj!mZUxWCmDWv2&ktQVwgM||21+OxM>
zn@@H<OPgsSlWF=~d%;<2HQb1qyO>K2UrFRxwY5+)Y~rSNzZpIZ-{)+3QD&U9m9LaU
zVqSp7#R2s~Gh~eYflkVIcSh})?d+YiLP)vKoIi&VB_c859i;aQY#?D1L9q*4y+Jk8
zmn9eZ3|t(2y|eHKoXh(|EniDdP32GBCMSD=(;!qn*f=ER7N3Ym49g@6VFik^7so$a
z^n<U?0>2Mc7S|d>6p9W3C|g2P+E&xU6a^iam{v03d<OGjAW7^Fc*ZGIABD%ob@hxe
zJ3kxa`u%yEdf%Uzm}MJ@>+SPcQF_|ow?>CSKcVXwAxK!xPWk$<!C90_EseX`@bWC~
zb||-tHQdt%?pjm9@vf8%Qsq=Y?gO24@9zl+^%dl3X+B-x0pWt6!FdeBqrv$s36-Al
z@-vEkzmJM>bqN|jqDZg=2v}IT8~CZ;U_3*wZiW<g8hVZDGsg!98W7iv;WH_{?}?O@
za$-n^$~M+T=FP6r;S@Ve^mJLV{lpPg<Y`s3Nn<x?I8=p@4)PnAD8qNkHu1BVLs@(&
zv&P4r&Cp~<P@)m7`2-cw_azq+&5@Ef8pFT3UXL<_yM0@F{l4fng7ymg;*~18aeeUZ
zF&QyuprlDse@OXZdgcnp9z}jedh1^=4z*U_AHpn?;#)fJa~2_`AtGgt?98y$F+jkS
zWRB=Fu-9!tAgHwfd@$?oB=k1JO?N<0)b4<u+T6qm`&WTws{|+>^bn4$xpQg9!`Go#
z4~7dZwy-#|nH)~oj8^x15kA&?Bya1SBwiSNJ&z__MnqYw<+Bq{&Zp|b!})j&5|YN)
zoO_yxt1o6#xmSqdw-`?i+`lj?{8?zXBXg>`Dy_VTwrn7oePB;39YCqfynhcC$)4MT
zGOXI21plB`pt_KM0%dqkw`(!O{k<(1v%ARQ$XJE6N}0J)oIqj=0U?~E63}ZUuVIN;
zGiw>NJh-8EoSy`A0@y6H&zAsC7g_*?(TCuVYjd<o-!%|`teymBu^^6O5{wvON;-rr
zAOT|!CvT32m?4N`TO>GTVH|)S-O4A0l1XYv+fM(3Qo0t-SJzsTUGY~+0XMe|XQ6uI
z*(#kH7LK}W%&Y9)woK<2(vqjCQMo{lWQWQ2`({kedh0;}1M4$l=Mo0Mv`A9jGzQd7
z5z5w9TODPqCDvD|QB9UHN@D!tDGFwhHd-QxQ|Gq-uz1Xj$!*2MYM{*P^Z@QUkJES3
zrnA^|`Luay8RxmAvNg*}Jd_}|iS1ft=74c*dz;l#*HXcfOl9PHuA_!pgWynEFHMV^
zS_BJQz<v58&UMHXSCkz#AsTqXlMgzAr+qD*ul_z>HlDS=4tcJ6v?jDf|2g#pJwb;^
z)m&*Kc~&^W=!O`?D9%l$B~GR(5*8a={22-ktr>L$Qn_lVE7A^}b{E*-qBOSg&Ozcr
z;^NDcu%ihfx*6f@)KsgBxG%|(6z%*kG^itu0lo6;{ddl&Z^P6@!1`5AY|;6y^;ESM
zbNN%#iB8?=^a}N36kDr4ZiJTP;6_->1lIjPf(hn5Ib@6Bf~r!j9I_r{iXd0S_%im@
zz(E0G?Ysq_-a`XTKX*HIDyZq5@YIM0MvXIFOX_ixy*LzyPm|QZsS#qEjy|1U7cRzx
zFp_7G-O8#w0k0Y(jw4cU{Dt&eM3{~^CARs(Q8@@&BzT?#SEMUG!AR95)RDCIy_43T
zx`B&FsF;U38j-2ZJxbSlJ(UC0v(cyB$910QPT`XRaIaQdUASztMtd|2Jas`RcEqFo
zW7B-%=P&-zQ_<N|3-@|(M&j9o8_Ssli<rI`vDa6FC!*V9+B4s_uO9{yvs*h4ppY>;
zb!mV*QTd}6lFn(SWG&fT!oQ_`q$O09fpJAb&CIDDX&;e=6hJWRQuTI)GEKWdW%t=!
ziHE}nIH3qg0JcL=#aQD64dVhzu0`Y<B)85j*@9v0V8nh<(5qBXr~RN?nL$IE48^a+
z&50YUQS2J1oTe>euBT8cQS?O60k-DSOAw+($)pG_I#{TV4tTkgn8j#4mTz=f=X*L>
z1bVS_<SPuScNV^eKWafBaZB*c;sLJ!Z}`y<n2NtPQM=6d6rmRu&{S7L<DChA3>TMC
z#*5QPtvYg>$zRBLCmbYqdf0`ho^&KOmnNS!PF1&}X$&!lzA2qCOM+&%Q=zfhsJs_o
zQvRX4W>+&P(;WdJ4nJl4#x-*B7*zM}PST#+KIcPBU+X?ZVEa1s93bFnwU2%L>*I$A
zMva+^ZY4l>dvw2hKtJZyMX9s|wR`^K{8=KB!|=4*L+Rje+o3IPl7_dVgN*Qmani-h
z%vv`3%y!Ne<NNFp)U$#2%({*({7llDpPO*);h7Yhs1w}e>=gOvanc8iO%ZFX%A^I3
zBuP<0X6c29P$qSFX*!m5d(a8nkrNQQ>^AT*t>t0o7O5&<Gz9*9q7TbbK_lQJ-GBj^
zJ569impM*(B$uUB7D_WbBs^SsaMvJzY%07g?~nwQ)x(R&VTk=WOhmQ-^!bKS`#v`z
zoP|j;!?@5VE{{4CV=%LgpKd)Ar_uY~E#65dga(({SHZOn8SLmYgw2m8jJXb#)DZ`?
zyH)|YE72<_eUp(XUulwsWkbwt8BgNO2Xki^62TmVN9ycH#2o42`p83FfzZ*^0cL5c
zQPGnOrF40r;AK#l@pp9de060%8>uZeZc94avjgD-s)fIv$4`_hUn5FkD4rcRpKcbn
zfY45+3$_Jo1PN!4ZO@cwU-(d$%DC9$?D`i_Y~$xqB|U<-Eebt5`^%L>E#0Nb<X0-^
zh(HdR)Z&RT%Arem#LS$DYh1D;W#E8s`8}<G2W3!=dstd95#cRvX>k&NAQ`~G>oxQR
zm=@5I>Zu!Ur$JBYc}_kY#6lepy&`EZA$`DH1+NKpwJ&RVzYC^e?U@ecb?#LC=0N0H
zYxYvJQr6q9hugYNU31X?^MsP{Jj0by;VD$x6)u=_(#{pDit-wNLKbUqh9Aqv)XsKt
zJBRaX+wQN2+!-z(x~QL)LTXu>e1l3gCHuNKQaKxJhXKA+Zn1_@{OcuZu!OK=)SBFT
zh5w<U#~rjFd&Mn3odsuxhbe_=RS}{b2F|Y(dwiX5mS%1tPbkis0IfD8KZe#|cRWin
z6TuTtXJgXY3}?~lyhA~-+pvXYTJ5S*wE9L`Jo_Rmj&r_2vRSfQa`wtx!rGz5?TP40
zVt!7SVAYXCAcFD_aKU1s%(Br-;@oQIaMp40hL}A>LOD~Hd6OC2P;woYQu=5Z3VFCd
z+LUC(rXj6c6rmT+)Omv;#fA2w=)okdiP1Ccnv*O($N;7gq+%@LJk<!%RB>%sU_xlC
zc$>n`fgNks-O29Cd|53=96EPcza!>L{Z7Pp2^f$Q1bYG!N1~YYfu#J1Tg^ZimvtR*
zNx(k!oj_t~Gke|Yk2u{e5HRsj&?mH>uO1RxR3=y6-A6;j1nP^4NKoo-4lvwt)7k{9
zP;Ict{o6eoH<#1y(@hq)Yj@rK(q@|I4}&XHbDndI*OSOqqwX_env{vp3!dLx<GTf|
z#^Or{qb<qA0V0Ws@=fh;L6Zu`n~4f?KPhGCEUePZjNo`~u1q@0aQ#vu>ukvAI6xW&
zF7NN4N6A1k3sAu}BlCJhBajiBKo*!X1z+Q|^Hk=X)AMUECyd9Hjwb-F8Rk@N*%Mer
z?3l8|5*-Umbx_*y(BbMy@$GFVx1WF)s(G)v3Bh1pA6D-Kv%DHz789v7R>)>!nuW*i
zn&c&|Q12^D<V~6(pSlU1vp;2GO$cROHEab{pVOleE!?uyES6pcB~D~|RtS{w`3Twq
zK{k!{BuQ+|7>K;n7W8|)`7hp<JN<42-4GB$4r4sV289CgL-GCk?^*L~(Mv($^jddp
zddo{US-0bzrlE?ix<3*vRwk;@&gX9NNf_j1IV#Pz6Soz@bGFx=6vhHYELh}o)I&YR
z`EI=j4f)Ubxe&WqiN-GZ^7r7gA_VFuV&4s3lBM#O9%McF_>`NOSpcwlgOM1rUml-%
zyb(5oQ?$apaig?*##1Lw+&d$q-mzZ+d62sT?2*#uMJjeCg_3e-zX)ALO1uNiYQjjo
z#k-5;6~0Ahs=O524987Vto5pG;}zqLkS7eqB-6_7zL)lFG9w+Mvd0UYMzCw6XN*-t
zT#Gp@m>rQ*Bl)5z6?h<BQM?Z6Ksb!YVu5-vXk9RF$0;Jr0qBfrsA5q*fcMG1@{B!O
z|G>i@4u~7w@K9+#IN|_IuFiP6iDmRC64d=yOjjnLVbAh!qCYSMnZ^HLQw+A)wmP(U
z=O%%+!<I6G1zY-JHwjdVW7_@7jBItaZhl{8LQ?L~uzV#h+;lx-B|2>)ZI<f0WF}(j
z1nE|0R7e`>%a&fjt0_ZUpcc`)PWi?8>g$b||M1Z!y1I*n;5t%Vj?FVoq`Rv^m<37)
zY^e{;2Wggw5o56*%~2r;fNmouC=<N9L>Q)NF+svYfkNZBsik=`dkLEAR(Y-nsE-7k
z1D_LW7X*CZo~ZiyyTg;;1Ou2NkP%!6euys>QV%B(1)iC21!7kXoQBsGsgDhOo3|Ab
zDVeX9Uo=1#SWnY(2W-EfmowPKi6yxqIC1ypDEO02V607G%r@Ig;HxLrek=Cw2LJFK
z-^jJVt>2X}I1!?LdD>(xw!U_2dD3Mm_GwjM%poN47={dL`$>ld=eD%Q=hGkmFi2o5
zA~^9HQy#T@^SAZ;puk!REEx^q;TO=VL;K19M9}=BR+p85mj0gv4c$Mun*Yvle6tfy
z`i^e4MtC%e_D)8BM{D@?9E^l*zFmDZLNY=k5`6zhg66;adjB(<C)2kp@Lx91zdV8}
zW`>TY4tN@n|3@n3o5T2zAOA(r{FB1@i)i^TD(4^9_&XW%cQfX{-u*jA^KVqlKU31R
z{u?Utk0AR0ekcED^X30=1ONZ0Vg4`8%-<%-|BZ(E+mV0ZR{x-3=>Lk^|2G<jjgj_0
zfnnG^T<3+FO}wv(tkMg`?oH>2q!JjtcudVq^YR#rK-4A13xvY0%<_a(5hPGhtd%s2
z$iqeX9@_J%Wt#FF@qO*psKd9sz^ku~w6tcNx}FTKwI8d+Gdzw`n)!cg@qFH_OHNN@
zx@EID9Az@xTP&wHUBW|g_3&TjCohikezutdjEogks4I)uZ5m19YOQS^hVFTi|LCw^
zJv*$(Z+$@boon_yY@hwS)$?tQjDAXPHszZ64Em`GKR8Mxslcx6w23<C6p*T1-D!4e
z>h(?->Y?1U!OYH+DY9{!kgRk$`&11rsi3^=D4~KZ(;aGdc*b;Da47~f_Y4Y8x!7Bf
z>x;z)49bX}{$pS|k$I;!d1=4KeC@RmYfrozu!?A(MUjWH<oM|0DDHQQ&Qp1_=(et(
zekGR_$aW|kUa;;*togWW)CL@(7W&zIzig0fxU6q%Huoklmmv$M{|zG`RMr82YDg`_
zt{t#7XA4|i!GRxuG$c0Rc@Muah+?K!_Le0JnbH$WzaYBj*k|`?pPl~D=38nim_8q!
zmRL3kPXKdmLQX)&25eHSxHHaORU?bRBDZSPOhC^V9sV0={M`kqC}=C2zZYlhKwSS5
z&$00u&nOIoVUPD1))DQi5u&~y>zmlR!qZnRRZ9*pD}2@3bw6sz<(nnNrA9)Z;j!<B
zoJOi{4%Mt-6-)<CbIsl3>bm{mA2u(&qaNSQm`5l;au2<@d2QVe)9I&RVt?0St7tB&
zXO<`Ai_l4I)>4k#CJif%ONCnUQPc-%K33_c1X8>xPP(0JBc5P2&8s|e9XXxU4ZBi$
zrsba`Entuo3U8iC+ATKGo0k<g?sUI*nCuE%yI8d*kmd&!X9?K{1?6Z?iJ}UV^@+X<
zne|gSd1TGeq7#5*!!6ltMG=X(CAA0muUOsqs6BT>2gD+Q<GHb4!GltKxg}wt%}rq$
zLO|F^14p4k@`Y%CFR&-=?1O^y+#+c~gGHey{NdexQTB8}Y!(&EZ!%W>&VSDlnzWx(
z&HSA9A<>6=oUFD1zieR&zB47!x4^cr#vFg2Z?vFNZb~UCnXcAwDfM^^H|lj(sa-{}
z6fuS6n%UHYd~9UL22-glMu~<$H?!7S<C{-@nlV@La5D|6*s!bBxMIn3$Edn;PQnc|
z>UDzwO95FM2Wtn~<WrGw+s|97XOdExY%=q#W-|KHt)^#R!DLsd*s$r-lxl2GnpzY*
zHqUox0#!e3JJ}1!dNgWr%yVS-&uaLYx9~@HaYG0OUqr&dE%jok@2;sQ2N>pyzVMDq
zcelP57Tyha7brb?BF1wp2ViofeB`Tku(eEtjFzy7*cK7TpEMU2cqQUhQ5BG5$EhB0
z`bi%>&_xu{Fz@OR587d8nFx^$Y<!2!avP*X7YjQO{h|R9TD2psm9T{nr^l1RGLjRB
zOct0YD5W>1z&bc@q<aLvvMS)U78h3cO9uhXAvPkW6TJ-_abl2;MSrqwBvX{fd=UCq
zfI8(SIB96c2i_b2$uHrv?7*B}>K9^9zAKV|xM)$A1Iq&gWF;ikJe+>_?<QvBx3(PN
z>_|@>3_j^Xe$1&gXpLPp?BBTkVv1FK_JpSd8l%i4JsXqI_Rn`iae4;<aK`$jff+mA
z2R(AEFg^h`Bg8`k<}1`sNuu8^PJAE@c1e!Jmorhj+|U_zQo~`q_9M{p5=#lgBg}Uk
zBvEP8jI=HEEp$2cOc(mjKi@d6P_2D^Vz=>2g}cMCV=}`!VT5aYA8SFGch01H)m{+0
zi7BIvh^^%%$3_sLxeg$Xeys{c(>EOuv5jAl`VgUw5a0dmXP}Gp6EkT~t(pKhLcZ5%
zPS_mcp8AaY2+tT|c&GkE>ZSVhE_5=SAF&}EjEf=k5kaBwLvksGHs1j??Om)67Q3-&
z4M(GW*ssnCR@rf4)5KFo_y0|Z=6ezvbP#6_&2+$CAL$rhGV(1!8mf02+Y+LK6c|ND
zCY70}rzuIo-80Yklhm7CP&y;5$Luma{e0qh;)p)pV*_GIsPG4CQ`(S*?r7`U`0)&S
zeOz+O^bXh^vOT~vLVY-Wdku~iIN9fGEA~QBKFGEwwHMIJQByGSiD>lthASc;`-k%d
zf|B^K5ao|8i*p?6iO{Jz;WOcHWdZZTu+5$+Lwi|F>7JjzsyOtxEcMa)t4BO8yj{_V
zjfi1afjnC2Yj4->T&{w#6Z2=`Z;D>!yKr2>DOOK;lWe3KQ>BK01Gu$I76*n(6CuTr
zU89Y_4S}^#CZl6Z*aqA*lakVqU7B?H#!)~fT@!!ig;%TxVmInQDQhj#`%<MynPP-C
zLr1m{VTwQ`8XB|uQ;VFi98!y<Ql_u_zJ`oxMMclVX4WL%$BewHPH<$c^dc}iC35f=
zt|CAyIl4T6W{fj1jLiP17f4IvLlOC*=(qzvVX77biE2E9+WSqv;6SHor4F+%{j@ZL
zTAZ>1PbOv0ic$?0a)M#~4(>7mKMe%aU(>XL3j~^3lXRepz~Z-*FbFj(HZYqP5LR&;
zaeX5#zMieqyy>MN7l`c0FY0O`KsNRMktQ)~9Nxqkx^m$T20Om7z5-A19F53lrs<a`
zZ(qRNyV==?Am2Ks`Ll~6J+4i5nN}A<)$kC@e=Qimp@)(%4MRi<D?F?9PeIx|L&<#O
zirE^x)R(7B<NIU+Ba;>D2SRbf`49&0FEC9dQInB6#q5Eg0o2*jE^zl0RQ#NqWl`I-
zEYaym_yGF;c7e{0a^eLA9${e-x5U;XltUoM1|epCqo|ecHWdaC7sz!B&FHO~8FiM9
z;O^G;LZe1OTZ?W$bukuqO=bQ<Bg$>5s3I(tO+9<3nUBllXJoq+GFKshy+o$OqgWgm
zSE~Sq1Ji-;8fFIL5I(te+t}F2C_ThB7U;v~f|G)J7Ruf;XmazcLslMwGz`_)qXA9j
z-~vFC>fHLh6Q>8|rbl*i?4Q3RGc}~^^1E8-u-H_$eLel%zQd2`>^RrAR#-uXM~nA$
z(JZ&tLkTO<e*!49{qjJ^IyB6sGvaE3alqo|It<I>btAk248I;-3!V{6+!zwJOyc<7
zjp^*3XB2n9naj)weteykn{heq#mDsUI8A+op*A@&w6W2r;j)qAl+@Md({03qZiFy$
zOMO_-*OAnm5_E&hq$Z7D6m?^V5OSBypE3E;gGGy;kK!UFYzm?eiSQ<ZeX9xTSEvr_
zAKXvW9^6GNY)iFwJ^LNqKVQ9PdkW{kN-NER$o8`gW(1r1Esm9QU!7IcTM8RCTEQJ9
zgd+9`@9<{A=Vu5-&7SQdoP+Ck!JX)VWubHO#4Z~TVo1gJ<V?#0yXQk>UE%#rqW4aT
z{SIGF*wr23{f|5oyKeiAgmL$AYi{%*Xz!xf+OAaC)~zJ4EPtCF4SzB!v41(nfi)K0
zpW@MW8n_9Hr(Iv$6J&f=Vb4i+=w%ns1!@7`aeuHKeV!mtoU$dJp%y_8X%7p*REwnn
z*Dm%A1L3;26EXzT11P*VV^nycq({-6_zS@YdJBYg$Iep@hw0BiVNWL_S!gdK>H>TS
zjl$Zj8dP4AVJ!F1faL(kr1Zlv&oOx`k|*po6(ziL1m2UL1n4ztPu3s@Sp?y9Xg7=4
zs@@Jf5e#=vmQXJ1(dvEbu;M`CprRd4^ymYnC{HlqZ7m)bDT~hef;+-k>*VgZ&z{bw
zvv6v~C+s#&?I4KZBHnT0@feiq3uBxV5T7D>q%f4s8Y`_tIP<ZU%U%KhWXd9OKQUA9
z)16FSW23t$Lt+L}j*YDu0(E9T?(w^>D}{FEZ5Zqs!SNxMIQABo#15Qaej|4NLMfs_
z<<`5nREd6&@PkA<I!Hz;Y4I=1baV|n_Jl(UZutr1<Dxbv%(#@wEyDsPNp~RXf=Oz3
zD>d>V<y>+E3Gqtz*_39ML3*lLlPr{DDtei$C&blgw1$F0xcov`FE+)3*Y-bqH)dHp
zSf@Yp^+b=C&muobs-|+75}5>P7coED*cg^T<e^Bh;{8%L3u&hyiVFoviC7<`_auWy
zBatYX3lh*X(RV#`*k==Go`X8B+M&`#6~y_yw+{Ns1f}*u@gPCvS=(xL<A;+dA@eOT
zN2mKKqLpK!Y$2KKh&{Np(_JA+P^6<t&zP847@ycU?v$I3mJ)i+f>S-LeM(o#HpaiU
z8)#f=nA#2E8_h7XiyMIl54N}3E)NaXJ+@W93t~JXddW)-s#eEG#mV{;+giP))juj^
z6qT>gx2&a%S3L{@=~Z&=2WhUhpENn!M4#I^?(mO~Wb!ykde3;5tnFeRwJ0(u2Z`x8
zeP@Rv)Q#e$isn3sBl_cuMhUoQ(l4XmGHF;wC8^4Ax?SV!oxo!=UP>M<3N{!{5rK{T
zbD!a}5D5cJA7WjF;=$5{e&ytnaqCE^<;|aAqyd4dh$o8q^Vvv_Twl?6SHCvdbbszV
zxw(CAPSjIr;I!|TnjDdRF5LL2O#j5de6=?uQoJbNYW!?KdgJEww0?^ZsDIz9%H$ef
z^aVlGlfm<dNxPuEOnS;#QHy_q;2J*z$q<TcI#mkO*Uy*RUqo0MH>F}OS~hLoQz&vB
zX*2#P9oQKYFAsV5PK=ie>xE9T|BfYdh2Nk9EdpD(#ndcfmL^O`*!Ocn?6a*T$6o@n
zV~<28=@nolV6{7}FO}7sO&lR09ET!8*HZhdVOOqfq~yC{*A!33aH~!CV!3kl=DjlW
z4Oh!6rj6&cW_bHO`DCl!o+-~IWvjtualT{9rv33!Mf9`erI0pg*o!LMvj=v!yZolx
z%L31)-o4m8&mFFXCeB5|on)#QVAL3CKPhsubgyBrfswmvN?*l|>WJvgYl_K8g&LQ|
zb#F^uQaK0_oUY8)N;$G;!j(7emz%BM-PK;XqhhB~9vZZ+B(3><Q#D{a<*(Gj@vlF#
zTIVj8-5;M`g)Q7BXHe6L+&=SpaW*twqSh}Lo6A0rIVN8bX`Ezc%m#1HYt2P4MEC2{
zqx=i_NpWzjP~G;bw?Y$A`he%n5-}Q2D{9)41Gnx0>S!i2VETaWqbB$bN+GKZ2TD(p
zdmeLd;Vu`~ZQKmrNAg*-*|T&J#9L{IEeyTMduW1my=D#J;u`*ARMst5bvV5YJ#9#P
z8_HXikqAxZHkp&-8l7Zn`OB71uG{uk(U3f2-IRZ9VBVa(6$!m1>ofAxK^#gknFLhH
zB_u#vS+fU8iTWJ;HwzX|7;iDVf|2w$M#IQ(Y<(vM;w>QyP5_elF7fNkQwGC?IECXO
z4#|}R5R{nYv<RVO)ZN##4vt7#+sYt>zyo^I0!7U2cMXy87MK9-H6r*0IkgqJ{Y6uI
zUBV%q(#KO?M4EXRX+(TvJE>c&Hy_%Ug}F(Kc@R3totB_nt`5T@GTipx+bB%9?k^~$
zf*2xN3>Vdz27<0lp~<jrE2~=HWNGqn&1d}8<>Js^S#A%j*kh^JfQzDt?c9C%D{~dn
zXN^k@nz#$37Y55N&4s<xY?#w%I8tmv!&ht*z8WV==?MKHiwYf2s5tf8M}uD7AcTRq
z(ER<>QJ_IyL4MnQ+d&l~l^e>Z=)PeSD=ZymGrE4x;n-Ii>+X#q?l!lYO0b!sggv<o
zHT2r>99z-Ko-t?W<y|B-^U)^`je<FCc`x_Yg9la&)5%h*em1+KD3P1tBCluIue+K<
zCY!#xk}-ofKu|_&aU8U813-(T7mDEbEmmQ$bw*avs7rLO3;3~m45r0+-YbON$nWA<
z?VGcXAnLf~VOsYDP$pV%lB78TbxQbs1=UKT@dJhcHiXGs+Y^sH5h1$r5^-51iw|#p
zqnLEU#!&;|;i4=-Apj!*DQI=HRaf1q&*+FI3=vB<EWmCxp|r37L%5VK1F_9%RBi^&
z6u0K4LMrCG%AKRBU6xo?&Va$VXExHaWpqzc=6*uI_n-1PN4J4F4jx6D>0S_er%b0>
zS4fXK4|EDdy~c<Jmh4Gtj2SSIEK~8NH<%O21GI9v$v?S->XkmV`^Scffg&?SP-=L?
zmg#W_FzJSe^`*;VZhy?`5)tRh8!e)bn)nN!mO9Hjg4{tGNtFwnn#^d6pqz?4A5E}5
z-FJ7J+|qsCjeLFR9njBysGShlb-X2WI=k)k2t5VF(acmr$8?I$(G=Xm%4)4~(dRhq
z&n?D6YxzZb&EXIxkh4{)H|a8j+WD^;D-l;<)QraG3qqYf5D%wmk$uhZkCDhnsPk(V
zFySM(Mugn+5>Q9V^n|7^;^;=*r5_l{afnsvJ5C#Rh~B}RNXd4T<sD;bfmKDgImLAB
zt=#5f?Z;Jq_VqlvVB@gOH92T$N#E|YZ+ERWyzJaIXSq;sOyX>4CaKfkp=s_jc(EW8
zDZzaCW$PuH9LZUe`~g@7;ry1wIMT94?aamcOHtH?B31JBOO?cvUHPp*Qk`z~5Cv}|
za172s7EBFsYabqN%*r9k2!(=d6d#7B>z10nOMTn0+!CY`O546>`KaGacafky{EhxB
zLtp1|i>V!GJ<+mY{Z2MasO;$%3jgVub7l7d+aJw{&op>R<*3YRQatfMEvj~+m0Z8k
zKy9pb!S2*jK~XfmdAOR@$U>McgfeDguXd|TM}%2LB2dgt!6dy%=C%=JJ(PuAaWJ<p
zRikcoOJFj-mR3E6iee5!$luJcuFpc8+BsxahBKRCKB~0dm2S2(Nq>9*8+rbbM-%d)
zcn|l+lv*(UXkrj45>4)NrX-(pXY7`894k3wV5`9?-Lwe-`3^0%0{tK{TjPwF0XvTP
zNJ45iK+MsbRvDetDNcIZiXt8#Cf&Nz|4Yom3DE&ixc*PdPcXK4Aw$WVQ#KJOJS?pm
z(u{IXN7AwiviAJ5obZ?|S&BT7-dopE;!&;c7OP>!YbrRK^sUFY0-p{$(1x66Ne@po
z6WZ^e3<^eB*FLVNk)qMDYeH;LXxg}vd=Y7x%1+DCDa<rysp%{YB(ibF(Je+Mz_=bS
z7jH5Q+qsk&gemACzrmXXHfi)55=j?{B*lTOse5e<L7L<(_>{tQ3_W#avG!Cs#%oiM
zCXAuh0_AEf{G~>ysfvX4L>WBgl=Bx5Wxs4ET%M3+8)~0#{D5!-tS#fWxcfWwW|OJj
z^W$1tV8J5xlmb^PW3SYwI_s5|I=H^uA3|KSqeOS(dlG9unYao<Qyz|78@QEPle|=r
ziFX#o;q{X^&!`hj>GLR3iXH|_DN*+d2D;gbT`S7&^7mraaUbC&BuaS&AF0C-!@GH$
zyh+BN&|QSiNraL!J+#SP;I2$G6OwH{3b_*=99H{3+r=h5&^|Z{KCd<u6y}e(v|Ga5
zrunByw{&ieQ(;V70M(2RQ2Ki8PjuN=4*R?|KHhOw#zkL>q9E)WUUKX+UKlnkIu(=L
zCCYz|mMb&2yqK|It8s<Gh6X?-ctqD;kpC1wfB)`)#1n&8KD8y$-cjXu4MtJzxuzBm
zvsUJDh?KQxzlA?Vn>b3Rky`A>^<uP4jw*r>mk^I4W`7+xf7f?XZZAI4Z$g)vGnv*x
zvt{7^Ic~o*4*~dxM+GL@+nxt*JLdcu?(G9f_(({K{qyihR;A?h$Q5K%MCX80jNr5;
zvXYbSyCb=~GvM;&3fn%kmupC;@aJ#R&jMU(M6W%2aQ>iot9r=a+}a`A!sj<0$DXP`
zpz;7P52Jy9X9{nF0e993+_djZtj^C<tgAS;xHwT;^)k<@ueGA;(E)xeIg$1SfXfhY
z#@rwRK4MN0divR7a17z8BGAK&!yn;MMn`_u!bBcJbSr2^&8O8=+GP3CWcjv8^%!+)
z(tXxLJZ2%?Bq818NcPyI`_^Rp)};Av(*vY@)f_{*FG-hP7r%S~wV}k2{11B1-}dGI
z+N@_{WB#XOnx5_74XyvNV_HB}UQ$lwUwRJ}zm28g-=i4+rEfs8{moeXEd~5%q7O5}
zzllD7z4(Xb^H*Rd<bTsv{x<PHgol5v`d`=n`&$0q8vFmY*#C#X@||l*NBb={{g>aE
zf%)5S%*6KpE!dKo^;`7#-~GmTOy6mz|CV3*mxKCW`IUHV^ncGn{Wrhy-;Vs_gZ@)t
z`FqUeKl3Y@m|2*==lQ?bjR#esY!w$VKEK{pL=f@(fbZ0=sa;s6wfYz&@JKRhvHaaq
z(OSm^ToNcj(|H@|#L3XLl~B)ht9TijL+J|!^=(iGgoH_z*v*qLlFAp*%qxV<#LsU^
z`R(6wI`oJm`wfdDxlE>Br(eImGQT>u**vbc=ADkU_|Sp4dIUE2c#rL8<^+}3HP`{O
zX1(o^Mjw)|s2v(<)&O4KQe3vS5H7J`0SB%-ySyfEUJg8d*g9*_&R{n66UPTx6^1_9
zk%(Dnh@idJC2C3~<#{=c*K(x|E;<2UVMN2>%5Qg)&ma(qksSgnv1L{GY!o@+3(fv<
z0S)<>m3WB;icb#6@kLnc<*gDN3zYRC_a+55G;${Yy|T*cy573y5NkM7?7`_F4rkH%
z6tV|}#@(6t^Y@l2pSSR24u)wYwaYIwJb=+pzV|<=L27Dy1htGjfG~>WWr?zBV#GAR
zr+3_OS_JOu8>k7z0S6>V=RRKvr1O|w_$yE{_r%eGhLWWQ<;RPqlG==fD*;P<@$$eb
z(;Y*qWF!zMAvBB-S%g8*oYPCes0-%FVc0W@B&I?Ev@qs;D&Zv1N;6xM#g8lJ3tL96
zrH(yMRWVlk=g!>_q6cy+5dgII3stJH3Qe-w=J<{^$ugzdYZp|6_hK8D+xXn|8;adH
zWsp275iVdPV(9Ed*QD;RR|+w3!eBShQL-|ccq`yc^%woXpC9nc`qPP-=6M|lCB`c+
z=j1Ko78FtWG*rv=`eDTuSBDG9QQ0Zm^8FwS8m8;bLrX;Z*Q!JcGfe|WC)Szx=rt;c
zktS_?EJF-iw#btXg>K4@$sO)0lU6w(30;*VdVv9q^pzAF4S)N}^m&d94(j&n{4AXy
zo@nKwv?7@G$fX}Pi?}J#+%E!JO<K(;Lzb_TQ$z11NzwYPuwAZGnv*xZe0<jMfcgRR
z2imJ%uM>Zkb}3djlmQ)@JwSH{T30l>G^h1$Ra$(Bm_83lmCE!|FuJKMACr~Q))q<7
zvDQf6#mxNlCB85p^7&cOTk6#1*e6B)x5ZIOzSyeV;)&8zn&+6~lB`rW#l@EdgQ|2v
z1?CdAsj7o}9O*BQ_j*#%!5YhRYY8Ry^vR>{d5hHE${V%Mqhw|hAU>lgY)6U`qn5TB
zJ}j3cHv|Tjkt=T11GBp)DtnO4T~L((5!hBQurto2CPICysKN3FPZ>(MjLP`I^7$bx
zl#1lEbJa?9)QaT6a)(8;y1RQW3e0i7ix8q)V%t!TUZTVR2wtz8F)&G3rgD=37JTWS
zieRqno3`{6q%`{U?>G-P*p($n$5tyL!m)ZkO8RwX0^Mu@gLi;lpy%|kIE9<Qq<7ue
z&AJD$@5ln9Zm?FWocT!;<++0h3VSSH<h3fg%e{dP;r$CrhapVm;RFCSMB31B27#;9
zE&~)xgFC*n@4#z%-^^7%!jEVIr|BS|0^80+8hZujkb9L^z^3y+j3)Yt&yEXah$AKR
za?}f)=Uc!3%>HPqP0sfUM>N*se%c#;_gyRC7M)HOYYv*>Zv$fPp>{=nve2I7FHYsZ
z@5l?cgzLkyh3qaCU_l$d#ku<VN%5)Er<te1CC-W}&&hKkoUK~7$8R|(y%7U;Ys5Lt
z*7ieZ;5VToqzCvqe=F`&57Z4Lc1X+)BXmy-Z784~d2fat)o1#U*U;onvfX(rSnG2e
z!#m@r0UwPeQcI|aBA=JYM>6g94>#Hr@6*SfAiTrFTF5JZ4?Tu6J<^BX@xUjd%mG%(
z0l>`Q`#Ok}ofumf&Onb_w|DrjV4a<mKx;r!J9?EKCxy<a4P|Q{v?EvtAWy{Y!J7TI
z*O=FP{_tAKlM+vP$55?yNv))A?~@b(Ql*e~t;-^(G|^SawjEzY<j_Ib6-kP=BvudP
zr@r|c=s^5R?EwN-NE?J|nO$hjT$J%b%idE~tn=Dz_+|sJt%wfrU2aanUokrfu5jD^
z5s4vqQ4IF5)(~hrOR`r%S{rszIlx<e$2YLu;Wmn2lh?;@FEt<;wW_TGsuY2NT7A}Z
z3Y~JDLYkD$;W42h1IvRhgA99WSz<0Z)-_kTSFKyQIc3{LxP7C6gOSXv;52j9>%A`W
z+mQFR3{__Yt^v;1Ki(0j`&ee+Wbz?`U7OR@&Tv9YpXbfHe@x%;1nIkmdZc!UQ61*&
zMX_pi@j6HqeJhkI+Sby}$&=(V&8bCLl4%&HW@QN^#Y8gbIf<;+7pZ|StOa~ENFdn)
zwH^nMztu+XDEN~#)lPN2*m%QxP#}NnlPC>};toy>fs8Qr%?o9Z*W5V@acR-XNHU@c
z)b(3GjTj%MYA}n~+I6L@@wkk0H_+!cSu{R5S8)Zep+dpXddRPD7=wHm$H>oaqTao1
z!gAm^&yM3w>4o(Fpbj-bqM)UzjfPc89p>Z|Z@+l@Wk%mLI<(H|r(9IMb#7;(O359f
z)$2xO-vDUeMo;bI%8Dftl3Ud)QTOu+1#&mU3ZlyXyg3vq{i6~^^-Sr-S7!H}Qdqv5
zUd)*y!TZkb%w=<&Y8prd9c4-x0X&!-ImHJnZmQjT35t`qt6Z2tYTWA94P}FW2OS*7
z<AE%{1|q|!NR4jn&|br|D2FwK-G+5D=_>BSItLJD%Ql@t>YVi=L}7Wl37#zEr%^OL
z$+5cpvdG~!i_oLZGecVY=LsoM1*U!{UIY~lUTSz-kUu<Hpc8Y2e*^vkea1<_fq?rM
zN}x%0->mYURk*1JysSHBh#v6TM*og-d;d_Q<7JoP6`_yMFFRN&yjRk(qZzi`q$IFU
zI(a1Yr4!4rV_%HbKf}$j{(j?^)=!^}vlL}iO4bJB%T-iNkB5rWD3E6j&&dIwwrdpx
zx|R1&_}nKEx$VS&*7JJqy*DkJ;zyp%yUML(*iIMD|BJS_0IH-(-#uyE-5nZtcXxMp
zcXxMpcZbGZ8h3{V8h3Yhx25OXZ)SGy{A2FM#tlxMJe8FvGoz}4;7xw-^C;}8mkNVZ
zkja6pVjRS=H|8-LRns+3ryyEo5DC)lQR4Sub_zi;xl>1sry^K_dUvriO(C<u!4N#g
z#hR$Ga{-A<E7OU|fILumlvi@tcB&rRo08Eq$BLCmujw8tznFi%c<nJWha|z*XvT9y
zxnt_*WQaZ-Ppco<O2bKSLj^BoMe8gV+=U8Y5Ij^wJ{;rS%tJ2L5(54TrpNBh;lPv>
z_-SO8q-g}zdqXc{`Wv*X!~e+ky$K@+rC<6x6vR1IwEm&9f!l)_It?aDzoUVeC>>WS
z-IP8w+NT}#CR@OEf+eFCX1_GPcF<2H!<I7+dMzHzki+N*eOKsX@DT2x<q7oar)~5c
z-hk~fOU4fTkW9V}Au}{HXjN^}kP6X$yNOct>SzL--m8hA))acJ$9{UPuf8FcjBDs$
z!)Ah87Y<$Zoeo?TOw)Odm!dxm#l`3?iKcZ%Z4c6iXk$QXxx+qcIiK}8^QNUn<#`=9
zk?W#*!V7p)_UabP`>Z+_tnp%w0TmW>u!lGS?^6f0rps@<_!e=wf$ZaV0e1H39&;ib
z?F6h>O@m+@l>&IT>ns5LDyqS3Tg;<X&by3AJvxwwBc_QgWt{$W=C|D;kU^H>n)-p|
z?13bZ(c3aLqa&4y(PSEF2^wjMG=;WE1dA$Y{<W<@Ia@p_R!?NCc#M)0ro}<hb!ROu
zWY+QoE!acP)rYgAi7Xl-T;0(a9&R`kGdnt}NEaH5w4W=k@)97E6Zgyc#w#n!ot$Q!
z#XUL8q)C`=*KdELN@FYI8>A*<98*`RUS4Tw9)JWGXoLh<w^)V}lQl&i@hISAAI5BO
zl2NA(_Q@Sb=MP}Xy5H(-mL@4&>Zu03ifOEO7r!sQuXn#f-;UR>98RUj`3dTtn*5}#
zmHBn;><SVhQ($~l#P)D;g5<k#L}}%~5z%ns)1F^O)_+D-qqDeL$_?j9A-Al0`bg|z
zE#wN91V02<6A)tqqnFd1-}aI6Hm2w4T5BmR*(2Z8)|u?CE#veEoPJ_wFs6oO{!aFe
zCWVMI`k#WgKY#N7i31qe+1UOG>;2vM|0K-*3#%uopeCvz{NH1@KOo@$cI?K;@Ncmj
z!<WCoKZCb_0DFI6x&I92{m*Cq-~GRQ4*r4c{pEM?#}9$^%ZuR)&ilvvpVq%T622S}
zzFPjcG5o3j(f-HD;j90@jrdRbtiNEsKkt8f{CoXpWq;cKls|L)DSyuYslU7({yz7&
zGs9QQpR<2|>#tS(Y57zBZRY>^^FP=0zt#JH9tWT9|My6L0@FW58}i>{(f^Ew{^y|k
ze|pOPj|SbWe|#MN3cBf;*#9Z>h0pxw@%+;+_GMM^r31$AV)~E01$>sTO_BdG9{<|E
z_)GTf-><>HOPu{P9{)=w?4R*CJrgVI*M$EqAfNDra#Nb0f7m$Wa5N!FPdBP={Uv2W
zlISTQfCvhh9<+uJ5mX^glmO7{m#2r&iX7<&1KcrB7^c=VQ(o!}9#M!oCR?ZRrS$ny
zCf2Exw^6XL1EN3ab;*vTFtS(@J9Ybb{5dts;aSu9$nKflw4mcz<t&q;?JLMiAJ-H_
zOnt5`d4P1U%90KL)A3@bn%JJ}nN#3srFA^Db(bwS^dtH<RjZRN#xjRcsQLUvm=dg}
z8TUKUyOONyVuu@Vt6zO37>s>ZjL`9^dWV%Twycf7^Hag;0qlcj^25TQHYMmGDXD*Z
z&AG-J4xVnvv-m>7sZS$SOsauTy}{`Hdf=`(<q@Y0nTF#iMFDYSSP0!f7!Yy<-tkWa
z*iH#v{6nY7@a1q6U8F>j&UIQK5X<B-EY;JGhx1XWZ|l-498t67yUDOx-;KtXgO12w
zHmBE_<_hm9y4S$dLDC@20HT1RfcN$;rh{?{UE}s*8VIPJ?S&3K#;>2hX#ikk$xrEP
zz|UZXxm>(JF0S35V%1kPHpVA8CbgJRUzZt6cVE)02F08{y30pJqe=O?W6~kcq`YcP
z->_Fh?IXaz{AlUAUEhB}y^5}xxo@%!I#rJ1RMENQ&<OtUS&YvD58N@<4JynRT9oX{
z)Rs*(ZO@^=+dYBHtJ-WTfgI#ntiH+AhO?H_^hqy7g?k}%674?y_G9U=4eznrvvZ}6
z*=M`Wt<ETrW7^qserKf<;h@gDdaz4s5nD@4kV7@pHr_IY_9#OKCI7=mwZUPTM^$mF
zv_d|;Z4)IzRtdG+vrP6!3mcDh&ZWDmidP7<u@l+o{sVLCjNNAk*oDjfbG3u=zR=P4
zDJG-+Crm)sRN*6aXV@PA`4aZl9cfrgvUnu-M43O4csosP1zF6BUGLf#3YY4d2`bj`
z^m!rEwLO7g{9*hU{P5_$3zUT33|Q}Q*@vhR9z-k~6dxhX4kFX58!n(TLtu7_%$P9+
zgv`=m7Kq0TY{2bPWF%3cCkt#PF_tVuM=1<LnD)uR2$Cd(@!8bT)HJGQ45tS;Gk@;Q
zm9e-i?0xK-eu^?L%FOn;vdUP(T*_ENp;0EQX{-{zf3nVBSZJ-YIqz?jQSxT1ubx+(
z-z~TRar9@VJ}&iJ9=5D|@@SViwe(w=9A>q0ODxah=p3I{L-?Ll*<YrY>#$aO7SC|c
zYc_=bs?6SKGc_q~FZQ)Cv#4sWD7LnhwC*n&KUiU6QWZSsO|MXCRS#rPjr3TrZ6zUJ
zrykQvO#1rZ*c7BO*XrPCi6&J+^2Tql0~hb*gC)LOE{;i1hves)q>zL98o(=3q{hV3
z)7Lf)4YI*0n>d;%L^Ktbsb{bAy}c~OZ4`i-#CDb`LvVwT!9DaXm~GVL24J#j@B0f3
z)x<Cpl;PM2#|@N&uN8#40ENAmkh=jv;mB~^d|j%+p&0Y=_s}x2L^F*ubp<gG`!jsb
zvYd3JRl&2O@HO!9u9&y@tg!oGp5FKI5p#=z;I*`++<ZMQjQ}I0W$B!J+>;;dcVkQD
zjjQ~-RP~$-*qSk?T|K1&4B?eSR(Nt~6Gg2~VBV=XVO7!VA*PbTo6rns!v+qF%Q7wr
zq;v9)ElL{!uZwXack3cL1bFc^dQJ`I%-X#jy*_<DqtV+g1F(TH7-=<$YqIKggQBLt
z-JKx319*geWxMsq(rH*mx_YU%ae=KFM?`M$mt}Q`hDUQpON{)yWDAmjq<4>u+A=mm
zPe1yS=x}~vnm{=QJO|+Pc8!OxnS7vrJfov|et+OLlObg{f>wD!o{?y?|3$i(fHfjJ
z0!oo!Z3OqsUFsd%Axdmf6zl|CRWf^=e23YVuqN(0eRw495s{OR7uZHLH0YKtV8VW&
zIc#N+qxX_-n*MEJfW~mK7Hrvd*_I7zu@`6H8aH=}7D*vk#6IH9@wrpY=PYIkc4RQ3
zU$kDF2Sb$I&Ypf5K->m!$|XU2kNyU0M)t+<&^!*Cq$Z#mZUk*lQ;Z5FG!%7KzA;$l
zTX5u&!3$Cw4)R6uE8qU@o%;=mcVf;k0TNiD@l85qI*kc&42}_}qt<?G&V8-A70>F3
zOyqmCcffkT&){>biw${m#_8@)$H&{UH?<GQu58^t+x^FD(WlRY?yV_EbAg&#NjC{L
z8jFGW9T)jxjJ!eV_dRk401a2xcHoxSs1hvv`Sd*$vr7PX|18qO5&j!G>F*2`VvLLr
z_~8RA0vWHPvuCm5Agzh5k?H6aMtJ&7jcgCp7s|lyFgW>HXO(=#n}-uuE!tnPJh@Eh
zx=9leX}a{#0C1oVsX22&k0X_!xK34b^(@Zh8MI^iMo5Sk$fHYs{%JzUWG$Aob80L^
zd-7@9Z|CI^c#%mw76xQI3`|V%=nF`N_}s(l`?h{j%Z>|h>)e@$mn!BB7FRdED%Og7
z&bhX4&aq%<Etcop%olX$PKzO@DUWyaU%w;{r%eTypo`wPZm0+d3KVUyNp{;8dRh{$
z$HG=>XEhbET-@YE@lI>bGtg|(XEZbucdi@v4}*`NS~uABcdB4X4`6kwwZOg~<*r1u
z-rk}H@$)WM<{oA@vm+8ZawKakRxZ%3&ZC-eB(qDk>Ss2SSZO-1e8AlqRJn{3XX_8?
zF3zv3qQN@bfX<>cD)zSh1hC9H7_v^+T+!&iLxnGa&!55djd)_&zSKH`wd|bV$mt5s
z-eNa5KX(nuYTB60_(_+(vT_N|u0+Ipss1W$$fY;d@T~l-EWtix*iEkU;q2Y<-V`Wd
z-hF)aN`_SedmT*S=t=7LtJaf-<QpyDDcSxUcf{QU4#>myqR4d;6yMYn9gwoYyZ#1m
zK4pi?3O<H5H*??sb>;CQN7hM~(t5~sw)fC9JpK??=S5cy1kowZ)7ec*buVhK?OO&}
zcEnq#5}8yx%|a^WYYCpFLhSl#VVG?zg~gVR=Q%M<PqH^99;~U3VUU@o#-p5vre@HP
zO?X^JqiJ1lZ9|QKYjuGglm#75Tn87^o|_yHh;v%0%rvxXZo6$?2ajuZI~c{_^E@KX
zy0>+(-cqAVZLpN>eUP9vx#0Z8&!5vRvi=TuS^?YM)-C;gy_|VUnUIC(N@<H>C1Y0R
z*)y0rnu&<8^Ns$;ayx<4Roj8TH-EB3QD7DzBiE?w;T5?9o6(H%``W+J*jX;@pjvx-
zk8zhYd2nwBdV7<5kCjL6Ud4s727zJ`3Sku3u?Z~x+|oeSk&PI0h+PD#UqQ}E;q#}Z
zfM0v@o!FisXtOuQD5X|r*ZQ#Cxhlo$+unlPxjG_{pxwPf|IMYbZ8zu}({K27)biDR
zjG&F*2z*YZ9J~63)xPB=)Xwb<ZpUr{{zs~P3o6qh8FuySlzqzw11#&CC9EuZ0hW*q
za1)XeEbB)m+uEHV+uB<o8<%<5%s3kt29vA;+uBX;?p4y)(Y>yt+Y0<Tz5_>TcCmxo
zP<MDgqc3=9%@aSi4Nk!w18lSZfl6@yxga*|kD$>XE^g;^4U!+{A<tvuYCNa94IPF@
z{CxMy_}zlW&u6|!<D9<W<Ly51<A>1l9vI_?0SD}m<A?9OM(&TqRHSc_Mqo%nV+O3x
z0CM17M0%u;1k2>WqtJKO03TcU8xvDRaQU5B)^PbeK<Bs@qCo&dd0m*s++z|+!7aHU
z_ZED#7Yz`3!mk`jnS)IAD&}}+y8XrR&PNrv9VRdbVgMJwYH=pZ&`Y4c966tYh_T>z
z9$Pj8)Ypwrai8~wpQ_`$wmlQqyWaqJqyjp=`?nKsM<J6RFvI~TgmLZhzNY^+BM~RU
zknc)ff)C|{_bkEhlMx&^0Sv~C8sT%g`0g{uAns@M-hlP)yPgs)Ci5IUU{Ad)kR5jK
zJNlGHa)9p`Ql+<O@4hC}6`(utsWgJH0HGU!H0a9AoB^Z}{ZpV_rC!2#ro9bt9dupy
z&i%#b9Yip4`)5!<5HAr2QjKVc9@r8usyim?8y?!tl>p`rpNy1Y_<*B1)i_&IK$=Ln
zVBz|?x{^Q9a!~`y#B_xCkS#?<^faV`IzpA4o{)U_s39bPiyfRW4fZ~qH!n?}H1{V~
zum`9-n|{`t&xnTPP$&cXNR}m1Lu10EiK9h|nIgn^9k#Xrc7jd#;lY#8L`h&Tb1*MW
zBi58pG?UT<#*7xmdj|tLwtUhaeVq=f=@b|foAD`A{K3fAMsVtD0kzaqAH*}anJIyH
zg!(VCsRM{~aZt(Zj+wKqCsr=YlO$30d3~-~DM+xnS9i#C`)R>n1kaRO{*}m|;7@&g
zSk8M!M;W*wpiflhNpjWJ@E%1dGa@#HwSntn)@Uvb-8;AlgiM5;Lb?eX2Ac^~O31(=
zW{nzIL=-nt^+eATe2MNGwj#NuqxpK_MS@$@X2dCrN6=eAGCROL0*S9pRDlM$d%s;b
z?K-(#pNV$WJsp|Q2Xe`e<kIzNiIRUt9E?RkI?}0uBV2WYv|2_*gTu50lIvgCY1;aG
z*ZK>8(fboY@lU7BDoSB~2*QnlPI9rZ;RtYuSh!=zGyCzwM^qvSuco5BX|#BHIfA%F
zAu`WC*wjh7%Ix(>9qQ2;s1-IErB5P^D9qpJ^K6-EnQ9Jx)_QB@x^uQ?uiE$oFw?Q4
zTE`^UnFTo%&ho#bhOQ&zUv%b_F)ABd#0Vs3fQcFJ`yn{UK`^*SjE_r*ns|&`sbtPu
z(ML$JFuNZ`GTjgS>eJL+_1*8xo+wP=#eWpF)mL#0rHS%%d=|uela`@fcC(J6N|fy&
zg!AJWwD4E4f%AoLObN9zfE_kp#_ls??sGVqtHbO@eL>AH!#}L!cR-%E;Q{d|IMCB)
zs>b+jfz8P-$rODYU7hqffR|KwgG7(miG|7V{ek6^=ri8J(guRLtH@pSw(~YCbljw#
ztG7tRGt;>J5H3d0eAB#1Jb``JSye#Bpdh{CrcJFuq`cm|Q~ZFa!Cx4)aV<09+O1&v
z7;Rh;o5wfk!>HykJlTE>6uB=ZhZzJ+%0#o)&MLnE04O;b1qd=<q_My}E->9+$`;g+
zK|?ZPe2n`CZXzpwSimCA2ouKmIG2q<;hM$eP;t!1?B@H<2Jh0|aN2WC%gTxB{rDx<
z=PQ~{9`hW(DO&;MlI>4rx4rIh-BH~S<IC(#ttYm6{O0QsN+;Ot&jrn!P}|=%JExvN
zX`OK6k-`T*$&7Z;i+0$*VNPuC`vs!q^m}5!QLi&TQBCKS_qq8=nB^0$0j!gLhNEuw
z;|Y|f5n77JadQSWJ-Qv87(!d4sMLF_*&YIK^y2PfaB5B_U&B~&t4=l7WvatWL19Lh
z8mo~+8fX53Zxk`AXVO3zhtVcv(CSe6ZQ&M@$d<y8KxPJ9;y?WoE@;~_%!pC}{S&5m
zf_~I(2(}%xLFJo>V(@Cml2%-W`YfCCAjPhJ{BRqCLtvV`Vm>?cPuk9|KrOgHA#M#S
z(&;_-I8+9H4^1bu1`Qn&uuBCM**ks{m%Co5M|!NEqvB}yj;uL}q|5n2eRRqlA<hxd
zVTc3c_lQdIV+UsY!qIEuq70;yzJquiy0pGf1hqw+4<w%upCE3<X93Fje#*AYoC!FS
z)-pLY5>0h&<wDjJia8lcJ5q~Dr0g>@o3~yZEzrv60XAhE%Kph>99{=A@z8T4305@M
z;Q^*%o>nSI#+#nE6Q()r_B$8{zdhl`L-+gPx<5bq8v|6h-gKPS#53$JI5Wt6oiDQ9
z=F4|ud3~}rB${#E->$#kFjwj<!{G*aIlI}wxLn!i&sjTV_8ir5AuVMIk?;eZWT7r>
z$=VTV5;C15TISQp&TH|V?t*@wjT}_hQjuW$5kO(8FI%Za_5HKUjTnc(_p#}%;EmK|
zy<Ki}lKrMAm^Y!&R+#q?F8c-0%dn@p>TR>9*{I`_3%>0E!<Xn)_)~Iull{p%T*+=J
z8y0M;xTuINTPvccUZjFs)uE{6OeM1CCd3Hr((cAF&tB#TeHbcBzMfNYNy|23eH*fr
zdNiaQAX969h66Ws%rX0U$f4#ttuOj57`AD?3s5o;iKZO=oc)AiqbyK=wYs5~KN+}3
zUPA3I%hL5)#9G9YIs*FnRdQ-F*qF6(#Iur+DZ@%7u@JIQrd#VbKk(%T1afxG%gqz%
zTHNP%Mp74-&9M$SWV4lbz0V|i$Jf0_U(b`oO#;&#pQHCg&}pyL8e2=U%zCl-6Og4Y
z)y1j2s^&MNm-kpM2EygrC*Nt#<EhWn>CR7L+wfH&;Vwx6U5F1!OR`}Y6SXHk1ru0d
z3Qp2Yh$8cuH4O0pYC*E*A6oiO2l0Nq<MEkj`N#b~yie@z=yH~jp$(K($`@$BarGx)
zY>??(j8!x_nuwqbIA#t<msqH9mwE&=_;xw?W2a+s;u}^X4m)qJjtb<VR3~!trw>PE
ziNHO^=p0$cLicum*<ZwU{K~oA%|&G^bY?DO(W%=KlX>{*dFb*QK>mSnyj#w)?xB1K
zkRws|O!@?TB=v3MfeTrqRD1yImsIFvyxHv%!{KQ=3>1UR;c0#Jatf8HiC&{|(yjXV
zcuHc*;th}V%bW+zvFB;)+W@e^jPa7TPv%f=eBSOENX_Aju51;Blu2v3mUaI7g+QWp
z{lNv*A-HP#F{FaZ78z##&0%<C<U?hf6<CtAzTLI~8i*}2jC>L>UCVd9@6__H%E6R+
z(#K)}!3K&gdlT?fdg+k{QN-zPYeh*j^AO9?uc(V_*pSvM?#0fO&WfwUP5~l5k`1NX
z8CbRz<K2=zZbP8YVO}CWx*Nk%`Lr%*y5_WMj0BW%7dY%LAFIB3ea*QW3}c(@jt)J?
zIGM~{hry})HDzug;{o1}db&J-G7&~fVzR;5@!L!qR%k>5ny(nVUU>^~Dt?RZzYCvu
zBaC^lqRTTy8tPdoyCUls?CnJNJf4kPQ+SDTd3keIV_8X&Z7~oq2HW&ea0r0jqk6XY
zo;Ka9tA{%&qEO1GOeyZw=)#;_DLKXy=<8ft<=3nRu=yD>)^IbpLddB##aZPqs+=;O
z9~s$w?@7?zIv}JR4tBgDQ`O_t;|iJV$lIcjEjP?k)4m_yL^u~FW{5lX9?fLgr%ytf
zI)3R-w9e5N?=;W(AKK(~69i&;XnB-K^%j=M!d>i77sf3Q3Rf?E)1-5i3xGgg5DO}u
zljhE=wjY6wTn%h1LGNQEHbmjOhbnDbVZ=8^4<b5PPr50P^UU)YJ5qnFmzA1CU!C5_
zPNW$HT6y`wWPW)t0iBsa(QOsCL_g7x^8WU@#<{C1iQX_;Fpp*JUxrkUy8aQIbVP-x
zt8iA+;k|%!e@{E|5|1QmjN!ml_@4hZBYOF6_zDi?&E55&I?N*^<p4jOo~ac2rqN8(
zTS*F=t3D@ggICjFrI&?aPBUr@euSM9b)J(V9_V?wtQa_nzn0-Ip{V5@zMKH9i8=zU
zhHSs9F8PbjHezF_wU_7Rk#_Sen}d+dS4wfbJj3>`Mgnfb@$%>n?=#3URrlk|TX1}h
zI`b)Tx<Oif5H00?v$gU#Mia|+4KaLH6OXeuI%qAq<$6W#oO?mEQp%PhThE;NF-=vB
zaspvIQk+(u$wg#qMrYUSSY|o{|2TT;$a}QS$xyu@GU><aOqPvw`oy-wqX#BvuBn}D
zbdECGApo=*{6>Zb#h2qoWEBnXK7G<YgenZ+Lrc2Cck<qyqDuK)@{_JYCg!HS1^3ye
zIZElzGB25-4U3Oe`LWe~<b&tB@8!0(ZRUeP(UB(Anh#t!&agSFr6a>mXt*&1$-j?n
zM*6}^GO@>A#bQSW5{A&#4Q?@n`6X_}IiOCZ93W^|df2rm83MnrH?7agah4WF@D-TK
z_QsV?7E_>{@sGI(R<am>OCgc71(g@;B12UcO;_fOC>8y1I-4}^PMlJFIbdXUj?HX4
z2*FZyXs9+bVcHD+>D)9kQ&SopLZkILcTPKj-Re93v!o6d%8;~mIxf_2K7k(>O1gCR
zj>NX`5uc?%Lx=8WQlx8=t@mBgL(-r|(x9r6dNjkx@;8%urWI0FLuG^2`DEf9&c$wH
zcU!kJ7U>Mfu82=(yr5VUvl0WlzDu7ogq46m#Mby#7>lD$#N-$QhE=+?vxrBDPgTw|
zr*{;kzGYkgDG()%MM*&x&P4H6nSUP}XUvfIC9DvHkvZ5`9(OHj-L4*EAAtv`bv1=@
z?T8VPAsP2iHh&)4>Mn=f@E5s+m~f5YYWi7?@mcG+3d>E0?KH2jHW|`}ai0#mW0>5@
z?w^*{yH)Mw4UviwZ3pYJ_e;MOu8xs>klo?>tPXUAkzE{>3FuPx_;+X+FnFG<0HBdH
ztkBB>-%RznEqZ5x&qiSzSK_GS=`w^<gh%tt;_<`*a)f+BreTS51(5LlWjZcnPy3b?
z!+0olc(LFHw_E$wtFe#RIP=VaT-E>~do?Afbj*UA8-?n)iKXmyioMM*Zl}geE;iXs
z)&M>!#(f6rf7rMV;?b^+>O2m&kyae~g;=y^w152rQID6J@SMO<m*atMLsf|^1Ejk*
z6(>KLz_pxnDo1Ug<rj@_9vSVZdR7|&v94yyA-cR*_}I`yIXQS!uyQnR6*f49e1iBo
zq_>4$nFcHsJ0o!L5gA4WO+Q)-S#4cJcJQMT$BdT3<k_XB@A-PK)8kRQv!SQJoI<z6
z$9=_(D@3DIu0pNb@JQ5I9|o2#=jVL8s!#p7>f^`F!jPq@?3rPW>)yvv*X<^DH%a|z
zzJcY|$w{`e^9BWG%a!ZO$k6^`B=;4C4=<5C#?7sipSkpr_*R0oNx|c?P$8N5m|MyB
zQFJ;26P_(|46Ou<8{zP@UauuFXIHsSyjtz1hyY>rlw$kFAe_&NnKz^7sbl{^N!vKt
z={bA2CP&qI=BUnR)9I#PKNsqYtu+hY-#(6-8?aC^(7i<Yk8D1`i3k(u^P@;+giPbr
zpNx#)8pYv>onuh}l?E2peB+6j35pI(DJUs3=a>8g08w1VFMA<Nd$w<}o`-J1lH3~|
zfV>s5NyDS$yWTxv3l2x1y&g^J`e^VXQ}2v|!~&hi#SsaH`oP60ykPGTplLAkC*x)G
zIVG=0M&mS0{CLQH#b)<hJnKnFQ;VxO^~gq*4tQ8&^Op@<NGD}q=4s>h`(k%2A^NC8
zpq=){<$S}+c6Ci<7_|ySW+t~-ubVAxX1jX2E8R7{WE~YMX2D(Z<EZ!QpS<$3aEO`e
zU<ANcNvMp_z$sgz*H~OCp2%K_nl;^o)`mq|cx!$4vZDKh>`A)gHEY;^br-p3dS|{i
zxCs>QHfg}pSIC6gt_dk!!-Nd9s6T`uwpqlZ>;Q{IiYdnl?Fk~3DUkCy*=Wbp6zw{J
zt9x=&<58U62!v+DylO%GpiEYR5B^+?v`bcW<gZwPMPghD=pE1rDi?d@)7L9YanZu8
zs4jHjNOc)KJw|;-cz$zu{_gV`%;*%##mN!d^;5$~X?xxzD=7<I@-3ezL@rzv`zL^~
zfVCJ(+$4rlkeiw;p1hHNq}{s)*RV`Aj_w6^xdqAoZ$PiH&<2z(Fe<)kSAxnJiKGfS
z8-eA}8{DMFJTK%cs;!zh6~H0SD-?LBNMpVbR=fuZ_SgJonl)ya1sR}M6*jYDV6TZE
zKf+u3gfhe#ERL^aX7p}n^iQ`26=^RP18m1Ywd4CmmYN#SazRG{(%M^Waa@P>uI$v7
zdYMDD?{{t@Rk=|I<^2_lfene@&NTx-M8e}`NlYhob8HiN#U7~Dk`4R&YLif9R%?sh
zvpnY-7lgH5OWU>@Z-S@Ee|6cbOFN3lgl&vios4C2v3FCq1wpOz_M=hInjim~8os4`
zD1>5B9Q9!hxpBA1_tB8ibmr#p&xj6K2$d%DPqgw%r;fMhkb>|Z7^fc9H+GF3hW(xW
zjkzHL8XJ3b9GCKg>f6st>E|M9)8}mCvRY#C{qGu{Xm$+`*wH3*t0t&Yy4v$N=V0Np
z@AG3PLDHeRO^K%=jY(%-j%4FQ3ei4=K85j37-!+PFjSWfq>&uD0h2b1bjB<tii#!<
zY*`3xUYEarV#V4?_2v%%Z}4h$JN=HT$O(ycgRjTWu}6Y3=6OGsU93Dl*X~Ci$sP3_
zyvC3Yk=)B0o!<35+ibF&%F%9rIUJ9j#?bW<S>4z59SZ6hXTD*w0dtxKs7ga0`$=qG
zq(r*w7%9VlLwt-4ff=|iXX0c6P9ya3ZJ767Q@Msud{n=NelWX;pH%t&LSiBUD$k>S
z%Qma*tR8P2TDGa(;3V2|rc@=StKP;$zsoBm15#vCXKKy&s9Ky7mg!LRLO&p^v5T+r
zUL(1N<puF`Fz|jEspp^t#&FWHq1I8>E2Xy4hc?lSkE4xePYe+zK*xbmSSn1PTCGYd
zfF@7Xk>d8jL*qbq?tXFCUm46QOyKo20wUBAOjTr=EHupcqf%00l%9)cC~z&J&O>Ni
z!v^)ojd+T>LMzV;wd$AM;(}W+32419*yf-!L1BWZ4W#q}X0TMK|GWckcC~y)Ud7{F
z3s(K65wkglP3M5RBYOoS?G%-RyLwwkhfw66OaqH)Sc+HO@+H;p#KwaGubHgV5!#l4
zcAiKjKTO(Ec6sKdXiD+B((BR;{Fd@vik1AJrm+vd&gmM^F13_YkggMfp@r>9p*2p`
zOdXHcyH<5|hqLA4Vt-cMd?xV^IXh&U^R%o)q*ZRimra_Hx|-|wtx6Kt+Lo4)ZFEgJ
z%?6j%Rk$xs4wsvQuFnE1nc4W{L>Jfl6#*6Mn~%mBk_pIWpfiVkE<Nq^k10lO(Nx5k
zNl0~J2FbhtoC0y=Nrx4HXN*0g*xx~&IWodrHL6(=Dp^%>d$;U>x<=1n6x)mV5NhQe
zw(?n3Zd_&vAi(z|<1Qy_4Wzq}f*Jys<4BQ9gQ8~fUT0!=TW)YaZ1JPn4R{>83oh$o
zTQF*I#yA^_<@}ADH5@AoD;WoE<n0WG5h@`-!$rMznZ&-8Xdg=bFm@4@IN@D`H`dMw
zoS0rz&Y_HlQApfkF_5dpf*=#NhQ|t%aLbE3D1p-eTKuep&eb2wb+9>oVxH~J&=KR^
zEiYVjMwZdU)##C8_tgW_%~Fbg%$z(-=bY_n2R_5V_2R80<=^K8-1>HP1;7LVsP_%A
z<J<nJ7SV9PRPT#!<uRCLL~L9^$Clit0}*}a-0kT)6BhZnE3T)2kEA%q<v}^ES8v87
zo?bTEWM1__BRQL33o2|byaG$3G!W8Im=@w;(h|V#E<-SOSrn8+(;Bcj=pu>r{zW|Q
zR!&mRP7XqDDy$=|WR3l$SV^lbJJ#?D`<F9yJkp^X=gseLjBk?SmZ?rFe(G~(MA_Oi
zCx9kgwEIHg-vMKr1vsc#=&Hc+{C^}2&;xc^t8O5e;|dS8Y1+CmRTBi(gzQ`fWk8*W
zMu*ld_ru8{nn(;uNgGw9TN&0Q^ykd9l}|hctdBe%R8MO~z}#PVioEiQP~>kYtjGs6
zvOI+~z}ga|j&hn0clmHgZ}`7>cdt(w(Yrj;RfWL{#m;&>tB(v2E(ZEG%)2()hNb`)
zrO$YoS2Rj;(DW|n2gFfiKtC6((y3tUn;~-w86UREYnjt6A&x_Lu0*$;w}r`w$t+kx
zM`_l;r8#qm!(*h1Aoa8}{ji9m^0*R*ZyFffBW{ffA1y%PlAt@fLnz;jgoQ8`%e`Za
zE?hOh*;!sbP<(*eiUka;nbmvCkQJ8IFI3$u<<BO&spje+GkVu0!|+Nko=ZN{$S*jP
z+!i6QR#D-J0o~CU8sPrT-IYaB@;x;%^><yauOF+accjfquDTrGV&@oL!g8b7l(z3S
z(J7~|l#e^5aj?;#iH(VGZ*{-x^_UMkvk{{M1hkH-`VW!F2ib5c=dIQjC9X+tS<4mY
zAtj=rOQ_?7)%&GcS-0wCbk+l)X~j#x9Z+p%^l3=qNMHxilw{33Hx_i*Ph#id*J{nS
z&e1jRn^1>?^UMR!399n7ne*6^yO!cTlhMPN&G*bC+{dCbuIDU)LzWKP<;s^|EHkJQ
z-Xb3I248vFVo^C>CbQ{JLqz_i13!0BhP-7HaeJ3?DiJMD<pnU{+sS3lj*oiU{UpP<
z%eo{~6qb>F6v+j|iOWt!x#`qQQ?#?=YZHrYHV93fJrkE+%~sAcml~?ga|9@GyWh>d
z)Y!>6(dOG<>ikeV=J6c-Ei!0hv>k?cQ+ial;cs8IU??tEZ|5p)=*fFEw-lbD_n$WX
zG2KF(pFq3(rFwYNn0C5BGOmd~johLXN0b;~bXTT`RJUHATpWlA&r3#TTPTC!B<9nB
ziB*PE8}HAXT4B~BQ(S2^>6$6KU)qFkljPBSW%C{2?VzuCw#MB^2Or_)V8{T20I2<B
zdJuawdT{)}0Q7tKd+2*!{b+aLrqJcvz6txm=Yjl&Py<whY5}?ez=vi7X9IP^yZX_G
z?uW1iiu_H$FJ);9F59S724YAn#4}|3x&NwM-)(}f!v<Z47g}{aSMoqra7ps2Sbvuk
zu3s}`Tk-1^x;-1RJsY~+5W211f5qN^)!J`I)^Gf#cz>U8n9f`Id7|$&Md#H^=e14u
zmZAStpx^TH8Ik(S_q_JwG-O*cWP8k2AoT>SOQj83mj$|8AKhn{&TEj)Yk$9m(-}Pm
zZ8Yc&E@#1<{y%Y*f2Y5(GqbV&%~dk6|2yUNuk^D20#*tMX~@Zl{R^!8E4Axic-$9H
z_J12i{_o|(F@9x`{YwP#52^NdLL4L`^B)%PfBN~0IQ(C^!@o$$zrXdB>h?9r7b^G{
zQ2BTB|JVA@H2)}cbbsj}ejWck(SOrV{0rXvYoULw;vdlAzpE(z<C6WI0Qaw3@vp1;
z*H!*2)9*jrf&Ya!{6Fp~`rlL({}RIdcc$>)g(ClE3K{?02ZgT(z}Uvr$?VJil#Z3{
zO9u15F@>EP5MD|1O}vk*rlUqC46h04f2!rjU|@zItDwQSS|W0PB6x7{dhp)7-=%Uy
z_z_9MbycOt$`}H3-y(!@A=N7Ml#|M3K{Rx8%g#N`G^I^8p1U9rZW`X7eRzG}yRzDS
zA9G&24|5zZvMbfP>TwM6u*^!WEwnk{ib%~V09xrx?N4XScx0llTiLTIv!=N+f%#}N
znw>s&%ygc}{nmJV<rjZHa(u(T=!|(-Xr1;z?_ui(f+}!Nh_p8t-a&B{zFpyoGNsXA
zFfHY|;QnPwW7BDA=Jf<{JISem)-1Y8YHX0z;xw8~S>V1ojJ`;ty}>h=!-Vf^3)rjh
zoePkm1;;IqFWQz7;4^&<7J4D#{%NhNtlQefYBV*E|L1i&_b~xE&!@xa=EnxlmZBBP
zhd)R?*7;!CZRk6IM8N%fL{&fYj4L|2pj<9uz_r*9F?TU?azp9g(hq(8VzT(twSHCs
zG)2*3v4r&fWk6}1A}sd|0$XgyfKX)+Waz_6*~|I~l-Rbx;ERur!>`4Zq+uAUmq-Q|
z(chNU*xdu(01pBJ-w?Tsn3V((-OoyW;|oD5V0#pbY=|@<A=rOo<(|8R7X^e8JVm4J
zVB7@k#;TjgSgI35e7PUJ3P6j{4ja<IpRyT$w(c%IJjbNQ!3tNvzSIpu#Q;4B$5>wz
z+^E&;B6x;vv1%4hOK|$U1Q^!&h8o(WDDm2hhH=cDlJ&hDe+&NJ{d<3;LD$*nNdU0d
zE5p0sJNs#KjL;i=CVQQtEZ=VJax=S#zH&!rA1mZBFuRzGAj9(dX_-CtFp<pTk(=*!
z41DXWnX^I)sgMfTO+}*1Q-wF~r%>py?(wa@#|yg;&gXX@s@#c^EAft0*J~9WQZtaI
zJjA2`EqGuap`2rCXFJjn0y1GWSR52Kf0+2g+BkOpoMgycZ+Sgn2>^by2(PF<Nj@~f
z&=<Q*_?`i%tfU=*z2(B`0#hJZ5h;3w;0(lBbUkon1hP_pe0REmUJpUjvN9!35k)2S
zkEsCEvICK{n<+e`IxttMQd@A`Mpn><L7{;Sx5CzAk)7NjN)-cTPj!j0ptkD5Y)Q1q
z3Nu&L#umzzc#VKe4o<1w3zm}Gk-i@W!Hi;_nkxrRVfL1uc4h6ITrIz~FSusNy;%!9
za@5w3X?Ou|DT-OJ)6vXmFVCT!R9ZC0v0{HFQ`>eKS4Q_6Qq#W1)Qt^HrbHSxiEl=u
zSEyIoAPrlf{^JGJC~g>@SfeJV>v9O0Bx5=l05Pej;BEJoR2-7m&{W4I^kAU>ETJds
zpTP|wZpEsW25ko*v?1C?HMDIW&s%HCkE4VAOsO3e=^;f#p``&>vc<my6Y3xMo+cBZ
zUJEsu7~IlqDuCA^xkG^CObbMi240gWwnz9Yu%zxCk_~2c8=UMqb1-jsg?a!<J^C4-
zcvVk(Ph2cW;0Yoti15rA>P{3^D8|4VM=CJT4!rvl#$Hi0t!2b9z5>4o`OFb#K`Tls
z3LBKVNC0Eb;F!ZL-0f&Q9+r-u-r<q$4e+67{EEFb_D-0CFgqS9URF*?S})MUYcY=J
z2Ese-S$yw$B$rTMh!7&dehzgBR962p^qM=kyeVK!MkUVLh!Z96qVOf{zLK6RjO{5O
za??T$5Dp)3cnkUs?k&)ZKi!PEGr)&90qt2=t_L{l2V0`c(SR#Zm!_QzDYz)ZDBG8q
zVq9**`JSs119P-Ro{GGyyl)=qEaNfFi|eoKFGJDv^+EDJT@e|fNs$eHEWJ>?UI(?v
z22L2XEe<bfv$Js#uA;Q0uT3+T#PvD)`cUjbi&1h1e-5#aL@ff{I9sw51qBa^U=4oj
zLRk5dGS(xIJC_&v7v5vqbb6}63;h~<+>giYpI1XySn)d}r19N_5hy*ul!~B<`Yeq*
zR;dCsZ|J7iR9&I=^OHT4b~+w4@K|^Kn+PEI8U_T*Mu=UBqt-^a>U=&jF}tq`1LLa5
zG{D4#OiA(e^7l$uO=%~^8~JVKl-W{?zoqZ=y{4uwXEuLt(orD|AEi^6a9Nq4GRAJV
zr!G(3G1%4%pP{=jaAu#IeA$T}v!4k+XxmUX2cPbDZG8k-*b{aKZAMi%;u=2~C+*wf
zg%A-wF57|qBG@m2aoMssBdGcvIK!OE<>y8nTqMTWnNnTAAdjgN&@Qim7sy;2p9A4Z
zcsUKWjVLijcvg?~KyR#P>bi5X29{1HENI)4dnSA1&K-UMoQkB}HDN)Y83o!&BU2$i
zOorl+{)ZP-1XiG2OQxR8YbG9XTc4jdH`rK@0I6a{Y1~qA0j0FHMskYSY%-XqrUqJa
z*a%DUHyiJ<lPqva;S<*=Z|FOR{`k3e4jo@i4wL3nyS9D={UCWPuJEEyjuU8}3dL)u
zlEyKX%|EkK39jPea;MaoRPrOi@LP~zP6`D@3;@|cOdwsgGYo|qI_b|+aE-Nn6#fRR
zSv65l3XMZh%MvD~Bu(vV5vu-zHc;&E)Xx0y&q2~-trxAC0^iIm5frN!u>zbd4dW~j
zUT2Dcqc3jq?C+Upo0qZ5A|_asLCIx}Ej?w8>3-Kk^rAFS8&o?p9+1p&)@fRJ8w$o%
z;u#3+*%LTW)MGV4<fH^o=Kaz>xHwW@3fL0R7OWxGi%+tJx4`n4_|}jlF3D}8p?TJ~
zj3<ee$)XY!sa@PO{S^BsI=;z4JXG9d$}{99uucacB-F!=`wY!-C>Gcfzbrs+MjMpF
z9vp_m6AfI_`nC0dRwQR)CL4DjWeel7xT#lI$Tg-l-gl#uzD$UbUoT>{Ia7!mOc{JW
zZ(}-@YF4GW_MW?`F~gzM=RT(!phiw}S6c}zej4pmVn)Tyb_$!=E~vFBV=hg9$)dcb
z<mZln8Go1u`$tfb^2q9sprRsa5TDAbT~Hi#Gy$SIUVy_Z{hj>razibLGIA5hJ{yn8
zj6xm$a&Xz5k|}YF7Wr62!|*brk4<dD%(8#qfLjqd<%%aJBYf`*=m13VPME*Qsa<_%
zojvkHBEdsouHJ2q$eI4O92~l&Fh<}K86!$G`FWLf+6?>|O*1Iaesl{YSyzb#RzQiI
z0~S`D@&aAS$aMxtF+om4{9&b0<y81XK$j$|%k<Lh_XqXOEf)~k`#Uwyfp^r2Q1B=!
zaA=euJ}W{2T*CFHCu$L!RAmjI)YV`s=7_X|0<q0Fvb*I^=Dz2CuiaFT5$moXyKT52
zyXi-Mx4B1w7PqunO?VpqoJipy(a%?STt}$BAD@`pJ#?ERdun?u_yk%HKm=SDulQOY
zo$%G@2Y0AJl<|j<2wxteczyHD_*@^l-?bQju`;lKYpsfh&w2Xlef)~g_3TODwMtjg
zjIR~RwMjzAwZ9o^w@wYd_-Pqb0(%=RB_n84A^|S@=?|ZC?G119qyx?h>*xX1Cq3d=
z7<LsKf&i-)XxD&yft&BL4W{~w(KY~^n^*<Pc#gQ#@FK`hObI~?0s9Ifr#FL+HpO*E
zza4#7pva=KIliG5*8KayB0;!w_8k9Gn6rqK>u$5gn@H^XW(%6aj`=>@0a6}6SMld;
zXdkAB5VZ^QTdhI_*5v0W5?2n15&p1ayuu5c2&6Ll&`xv;s3Eli_7NSjsU9C7m+h~h
z#Ste5ym_Jb@C(D8bW$~9j~56n>gFuZz?wZlFSRtPvsCF+?-;O127m*=9DDN)O3LUB
zT?mXLBYcPx_#O}<`dIUqKzKSaKl2YDq444B;u7p(9knRN1_vgZXt=VdWkk%UB<|<?
z7I?;EtPZGNROdSei-q58IesxaK129kJ{i}yCj6)_*`-4j;iHSB_uZV}KZpZ~)zgDq
zBx#u`yT<E=H}>^pVISm?g!?`K;~z1w+M()dd+Yt|fg~wFymhE7$9D}IgYOU(^9j4g
zsxP<<J=%S1@g!a)UmF;Pok1LWF?We^BUKOdJ3*7lA+Bdh5Gwr0nM2776>^1k$e@2Y
zXd;@SLl3+H5`xY+(&~_6!eBDXwr26vkTmn1&Ky`ekh=o@n8tu%ciPHH!LaPl4e7T;
zOL9r*$mw+DevP!on4hX^uf~Ds#{Jk@+~)Q53P9H7m7?hGdT>>6%|;I0gz$ZOz3)a)
zjoUH@NOOBIB@6TfO1w>%Fah;!e~)>ZzdjuSl@LSC_|=?wNxy06x$#Q?Fx=RRq9L+5
z{hBA%d0>cSVDxrJt;FyLCI9gYy{?&BLf*~b#wnSUSfzvLx7LlCkNVH@AV>3V5zVB0
zW>kczCShSr=sfj+v7xkN+-TK&WnzD+;qUlTQ5rcyz}%o=;TqKX0d{+qlHxx6K04Kl
z**%UOShLkuRXW3tbwT}rsT;}-ANz`r2MgzFj+JBM9b&0fMB=*I$K_r=hML=2P*s>$
zc;8okNRsT$Z+4li9zdMRI_ZG>-p?^sRIHF5m`<p<$tC1dg3I9TCKxeu>ggxCb6~LP
z&@f_BQ>BjsNX%$0YCj4QLj;>S2zx%`<uy7fbYrUW(uiIz;A^*r!R@wjwZPCi2ra)6
z-N5Sp(&^7u0jdGPyuEd-pwyl%=QO(Yh8q4w+irQsep`V8=@`*UX6{6wT}okRFA%SD
zL0O@sWR9taxxSTQ%7*4B<1Fqf?rUBtLBKlRd2{SQLPdJh=yaF4&qTZjL2z>=AK4z#
z*TOoX8#R4v@1!if&n5-J#LU2+nPMYL`^)6EV|in#FL95cV}NXsE@et5cluMGw^~-j
zH{|D0{~ertvIN-X0&4O@w|BAbyUXYn1`N#(sET(46YcnzRmg!!&wSn;hoH<)7C3MH
zXiU|?@PG;+*8o;p)^0xGBH%qEtSAun#t5-!dyL-wJ$CsN?d5O~kr;c%+__lYF58zS
z7)~%(pO-hV#ZeoE$9vt-ZZ<koRKY`T_V)`>h<3vb4-(JS7d2&n&*$51-QZ7b9oLWa
z64`imPw}_%`r<3Y)FULvzR&h9Yaa5CYd#=-+MPks{dv31-Yeaj5ZOuG61u@P_IB4>
z^@L^hZeFcK#-XHx&)c%8u(QI%ZP{)fHy?gO#d8z;&J4oTW#bkdm$1<9{sxroiD!D|
zVD@y6@i1pYY(I7Kd<_=O?$*dStFV8h4k}(>n{Y%@sF<2l$*89+pV?j5Q)jUjIgnIz
zXUzHHOi%Es^9%b!$m_^yMge9{BONNcSLy`wr@+v2II~P!7|eITI8yyy4w8eWW+iVR
zP>J;a(l&<>q=Q!mkxwm^v?~<LSF^KaG)E1a&W;%g6sejRr5T|e>7^z#N3{1}lj0hk
z&vNOUdG&c3@AkRw%`V)P)x>4T?n3rItmbyiQX;Nf>`RrkTE_BWe3M|q{<!xas>*#o
z+q>9IFcljNmX*&jFOBrVUk4c6S=WK^LMM}&Bywo#D{p*uD4&Nif|~b=&r=>Vvt-F7
zYp6(m*g>XP*L^dfSI){ln=W@(seML_`U!sw(Gu+fcG*xuN#>bT5JXE}ckJeS^C2{j
zUa_fybV|t-i+f91k3`!Q6OTg|bad~7Fk2C58bVKfE~+MsU@gL(xRJX-dx8~RCl<g?
z-p!W_FmOijTt`DUsHv@IccL|r3;>b@MdeZ$d8CaVmVwTnoY#Sd0%tBGbWJmYC#@u;
z!2F_l_ZvMSF<Mm&(;jXMzM$i^ql=(!iZ<+f`F^4)>xG@O5v|R5IjOhd-Po%tui9C{
zrRnFx+~{PoNGyX+V%CYZ49f`QMvLj|=q{({hLr?Pw`;}5P?>=h#_cE}!F&=+gO7p3
zdqsOig)7WOBk}J$4`S5=SS4Do5C3!7;rNPzUoIj%23%)fNl(|cOmSVQo2KnXg-Ah5
zZjjm_h1vVeH*W0$`L__LCB)j<GH-eO^y^z3%T)dv4CYrS%Hj&bh9SO~bMuHEBvt;2
zSZvv;X8Y(z?uDrXqdT48s1o_$idr!uK>`)i`SAk4cNYVt^#^waU#`kpZ%*T_zFyAm
z_j6|jopT*kns^<rY0W20o*q}-q|y+Np*5lXy#|j((Uv@($33F7T5Ig5VMVOh3yEDl
zQlL<3`nvdrx#?#N=V-7QN0|H#nxeBDlQ!FiXB@%F%^J}bxhcPSBn<1uy+s;ed?9yY
z+fr(tUEorrPG~7!s<qQ1Bi0M&#yj&O6nCix-$OA~)_iHqKgpr#b=G{*N2Ib;*L<rl
zmwXdC{0Q1!-Ll$<P}mFD<lHSrw#!^=(BUdlYrKm|Zv915Hf(vYKU0xxy`>v%SJOs&
zB^@s|yPv|j@vOA&Cn<>z;oOWlBL<zRqqK@&?X^)#qg6oap_G)%G0MGveWN@@a8jz&
zh6z}o93CZam+vhe{!#IcSv8n{rT*(W2Bv!7m{k@J&24W*Ly9FG8=Rip&V~iLN6MYw
z2Bm|I-`v?=MZ=yj;d=k>C>@=d9n&?3je2B!{=n;gB!}7aq1tB);J9oG`~58O#}pMi
z=EqB9?8w;^P4?%6ua;Xh#Yl86-*Pu@gSQNj`0I<T5$H+W$%ye#K=TO8+hDI?l7Dq}
zUtx+jY=*LYU8PLT%+QJRH)B51Cu*aB9gr6)_hcSRZ&^3phw5GKN7JFHwTOm{1`Uhi
zo;E~7JjNxYNVXi-mNOO|8&)!|H<?wQ)yNhw^jLxgL&FIN;u?P5!3#s`t^ubFQx;Ee
z+x7>MU_4`8#P?<}Vmy#@e2SC<ee39A9qJeQ8JALE*8UkcVOg~h$GqjQT-P}c=6-T+
zhy@{9w%!ZkYnSx+#{hwvn*{Xa)tx><RG{7<hhQC8KxzsM@kOy05_aNeo%%|QlzeSw
z{2|azO5En8(k^9SZEP8Zqd3719;S9|+0rgosN1F!f7+!`R~|NIMc1Hi>WXShtM%5a
z+^}QC9XX<TF3%~Sl$P}J)e>oSrQ1El8m2>46kF+<rm}D>-;z8r^`-Xuo327`p*I5T
zcL6L4#P6@D93Y8+<Q>_GtLBImlneuQ8m$=K_{vd3wsSWtYRQ7aWuQ(biS9kjzSc?u
zpqY`AMqzyGb`f&<NqLWcAu^hAv~2({PRJNCv>xJ52m5>6mo(?IM3~kl!r2YYHLkBN
zKdD?vgt?{T&8Ms}(j<AijJu1#76=>%1-ra`dWLij<J4nP-Wak%b4!G$&hjd#Db9%#
zC!tfaFie0t8K+tM>FxKNX?OaGd~azyZ=B61vFa|T6*fNravaRqBasGq{8<>!q_urc
z&xAQwmljEJ`E0I49}B56<rOC&jXFoN_sK$L?Rm6Gn*&UpB_vE03PC|9i{dohB0-XT
z(g#Imq<t9Es?0!J3pW{fi6Z33RRS{96qSU8mXRh9UeZ{jVl)#eBLK%hIaDxN)m_bY
zdSfb@%4k;@7eU{cgUuIs>SITjm@6*O7;~_*1i0r_7+8noQkt!Lw=zelE_w~Pc3b4S
zDXv}F7`d=VmWj{gcrBiY8+4Z{c=W&_4ud3rG0*!RClvxu+Uz8|RQ3JJobVV!v#cBQ
z@@N>uBxIPY7i<@+AN$%&F>f#0kzc9^OUxgzB%|GqPBSp1BVHu$<eNhW2URL>gak5|
z4daI_&la-IVG<Niw3yD$|A#{B@F^oH?&p3Cj_h`9HqdsrH##o<3a<mD*x3e7gAd1V
z&m#(N_BZy7<lZYsB4dDPSH8I)+1ut(U?tUkiBl1LC*SmQ<0TNYSfV2uPM_6ejGM_3
zm6E2uEWrzdot}{lCN2gp8{-nfk*64Du&qHUYf));K`3RSnDzL6QPBPtF_)QX6yhY;
z7(B`lcZuISx+eO*BHh%|J#A;PHurxqcg{hQZTp@t+w8J!+h&(-+wQV$+vswaZQE9t
z%`RiA&$;Km^Wxn%cjo;uF%cPAxp(edwR5kPD<kszS)X6|3wP4cS0y)km=e56_}8Ng
z^j^9uw~BJwy5{OrS6k;PZU=)4!-w%@DZCX%-ZJ7>UG^a|*YU{+Jif=g<`DVpGO<+3
zJ761VH?MlOV&5u*FG;z@N{ms`$H>AA^TVK0*odEo)&_e51;3x@8-w}i^y)NO=8{vP
zynLhCg^$8SbYYuUyo=3jxU+m-T$Vq|D^I|2j|~~4_b-c&Qp`@SZhEu{=>~_<6C<q!
zkH3H8CDrzp6#1;QxvdW)BATu^!h*JL@fcBtcSq?(eV$9<(XGd-DOUocevZgVQc$m?
zMEQ2oQ$9<I!V-3*yMEQt?w+r)^3j_oq~oO`-9E`M+0<x$s?tdDI@#D0-pdY}*Ek&b
z?NG7WD&gMRbr0$daWnvtBNO!t>TK4W{10{k(`csC_-5rhl5BKe<q^M#xH|F|(oG{l
zRebFWRmx9iD0-UL>EK`%F;o`>UN7peTPdk&0-V(*;!*N!eUV*t{9{MFn^S_I<nb3D
z<%?r3@fOEJ+cuRPQ8*@y01@XFnwJc3(X!5#$J?0^MZC&2@eWf&h5;@N7x)Cf58^$T
zib?~xQ9H@Pc)aRm{s)ND{c3sBBh{zd-twDUr~z*8ylGn9+@rm=Kw0+`1D>sd*a+(~
zN)Ocafmx<_7zwleGy{ckZed&lb_^jiP?5UKcu?6`Dl?s`UXh>bHck9YrhAEJkwC*X
zMI53^F9#zhr^ONhA|ic0CK9LVx$|oNKKX3C`jV>rBhL-&hF6wJlAvt@S^hqcTX<fK
zuM^6+gc(5g8cua?(fR|y*mTH74&385P^I-SLR5+D*2juJ^c6V0+YTbbHezig5f@8!
z<B+fxOQ&E`wg+Tye;AKV$7+;eQ;iVVfTp)e*=l*7S8hE7P31Jdwju9q(PIF6-Szt!
zIxVoFAI|`P`1$60PlpW6<>YaPu3j~C<M2F#OTS1nPhqqOS~oNbaOLQVRR3f<b?K3H
zN%1bxFR|x4V=FD!_wO8a)0s-FtNt+$=0bNy^0NFU%E}PNavTL#uk2AoxJX+nyl-AZ
zm`feoC)#mbb3*`pGTl@lIv=^Ds462*9pW1qjwG0AJxQOGoR}E;f|v(w_RE9*3z}t=
zD6-VBK_b*#@Er;wCIb?Ea`f>S1n#^9oR}ha5a!_N81m<0QGbR)fVe#KCH2cUYvUMK
zzKdT&ro`oSO!H@7l-&kS`vp=XpLQyDrgEUCPIm)K4B1m89?c1v-1X4Cazc~tgjcV9
zC^}CW3<x4zLp<&@HnxKtN_{1d`IrZHKlIjvKL`{;K7KL4ntU!CL*678CE@bG8{Ii4
zN=#u}kgbv}v(cSj=``rcR4E&XiaRhcpip3&{hif-#>o<B^FMz%rZY$pw;(1{AXNY;
zLn{L{|Jwl~!MNR~>@w3D>*-V2aZ|W)cr1i?U*ga^f-_#wO<f&3t%bcOL)+OuGS;Ll
z?U1`}Md#_h#OX2<`V57>#v{7-pCn%=#|%q-(7De&Qi;u1W5!(~-F|?-pAusKi@^Dh
zT<>?D$wtq@`p>}mQy225-sk_y<RdI7C@!i&C17V~Wh`WCW$PefZEIovUt?#ce^g{s
zvQ@S*H?%b}#^?AHqWlprikdq(ItiKSJA8_3{+2c~vHVBa{24udnqYq4LH+UQKZ#iX
zXy>nZ_Mh41pBmGD8&+z^%2@W}BLrW*hjZA#OYt^3eM88zQXkI4V?Kwc=PVX1Fc>HJ
z=q!NLETs>5a?{yLJDKHiog^*YEKubkrC&S_t<%jH{9;!h%|c^VKAWACo^GUv+VjRq
zmdR<#Z8r(<9bWJNMfGz%E#J0wRfkB_Oe-RsZc3-pGf5y`<}^uZ8ba<&?0N)DwS!<O
zl*bwKFKdk$;Wru2DnLJM#2KsP#3gp{GI~ii!d+*Y$6u6RINz!pfCJ>W7#TOSL6&03
zVAFNdwz$qoxl^@ktwHGQZ7x9VX^J=|C;FnT1D=LF)7D5W!s3$252;>^w-$HKdwW98
z>iX#%Nqm0(tD*7xvi-i6j4aH5jSP-I`tGj_{BQH`|87A1k%IrO!uMINQBcs<?YHUn
z({uZ2mt~;;L<xTP>wl}c{iD<Aeh2QxpQRpYn0_m4h4k&jjm=HXoc<ga|5bF$%J?~g
z{;ApFVEFXY%ILfODc$+A!QZFynPwX^eh$VzeYSs##Q)gy*Sr4bu=<CQ>d);@G1Dg-
z@NdT$6$Pb?@wSnfo}LMU_@oTA9suwl3_eLpwqhFC{#U?RRE)AP3IyIhJbde9KosB6
z3;^?_$n|(Aay}q&=)FC%zCA8q&#Lu)sM04GS6|Pd_WpIHP!Cc({7U&)T`i#fTL5$L
z^%E8t-y2GZUnlUsufG2IN~te?_e?padLZFH=qrp6z-M9fa8m)v_;2{f*)Nyg-MllZ
zBQwXL@LP7*eqi$7u{7W?e(=5d44na^9UAEYg#iJ|!PoWrup&V29W!|K(r18@Bg4iA
z>DSQ4dcnYO!&t!p@oOM{If&$EO6$pofysxFgn5Qx<;O)9Vvc2pnjahQp6t%0EF~YV
zATJ%BfBiZdMsa${OjXR{Bb1u`<_@3)=@3CUjD`?_c*a;$xi{jQb>l-7fSBqhTLWON
zXJBMvq))@b$i@tqU}9AiY*S22i_j1WBRE~7XNX{^XJ_wlV;3>&LQOs_;XFAtLgz3s
zF*OPTPy#F)|F6dNU*0GtHu}HDHOuD=^FNsJ6f{(XL{<KGh|Q<8`G2Y{WB6^4`X^%Z
z7sK+ed6@rr_MiOAADXW}S(g9wnt#Z+ehbO|)BgX9tv_4+y#HsV(ZBxd@ALTc*}t<k
z?4OhQUq}4;>~AgEZ?@*I<3AsNp4We&ZT`4=e|_%$-E8wOI^+L6ZNu{Uh5EOt<@Y=K
zyHT6zPc_%yr<T8nuisy_|D0O>0cQO*wJ<QSvHx!9-zc>^IL+OZL>iS{FTEr#rCPZ<
zOt&P&@nwbuefwkaiN)~&f%FqX2_T5Rpn!#j6GDYXheMaAlM0*h;|%ryZe?Hy;JA8m
z=I=g|=G-0-FhOm+$!^FJ?qMB1_1Qk(mwi`MZn`K_EScnRzBt!t`Hn*&2cIwhR?#>a
zB>q~IB^ElG)74(d<VWU?{}J=Fp*;yQ35JlLLUX27&+P{dPe|NAr_pF~<gLvqDEd|G
z+nT>HS1XjeKDZLGT_$`>iJ|+FHKZ07fcxPO)Z38Ngm<XN<$dcWSROnti00da#{KiK
zck?O1i(@T&%OwOI_@}eUq;sJ+d*n}gr&rEW2p%6&Biv1xfJKW2;#yboJk(ER7OpG(
z8jo~JImtVK**|ouvg7MGo%F}X+lN`#Ns2XkXAsngolm@Dj~W62NASJC%6%N#HLti8
z;(RKa01JRI04RXDIkI#q_@&STFgGB7!N8+UJ(wO<cOSsG_%Xg7+118dBm!sH5<YY`
zc05D$F=t&LaT3R7sGiL>!_c?lDOr7{ip`Sc^=kfjNQGCB&n5o+aIY{oKO4-DptgC$
z0>-c_r=1X-f$jjN4Z^Q`-uJYI#@KP(F<>4Z<ro8EINlQzb{@IO1b4iLsNNxfSE}Oy
zq06vK&SN;d&2{(OFt+XTkL3_NupP1M=^W3*qqlk9qQTD)VIHi$8kL{foiYsFY|9S$
zW7m3}OhPy}Z^^@)GYK+^>Bo)9>vbIs--v<0xCMKCCt^8tg@a#**vO<WWh=B_KI6hR
z%%fP*ImUywgTm{L$yIt4?{fXION^r5DrV^~!bS9GDn<tC(2m&7s>DuF!^A#v2`lUD
z7NG3SmuQ-~%XY(djr^#^8wG#GyE&lgo|TI_@2?OGtssE#2;tq>HQtle8zPTUvwtP;
zhrA5ojZ2xP_{dRv)3OUhBnO1#6!%Dm-~Q#8@bStwJu%lV5?M+MgwK^({+HHpPb?A<
zYbk|7Fo=S%zMo)%{Fg1PooP}b*R(QeE*(WJ<!d2{@@2-%;<u}*!1J9fMa+!ekh6&$
zErrmvjF7gBU}(Nn*Gm85`<wcD3Ruf%7gt(!wUvu1D`(Y4;QHXpiwpXoZwDM%V#!YN
zV5X_}4U-vL0ymBKb|q~cgzf#>JKVE0n{40R3Cu5CRIvr1sY=*z)W29%A6>#ZtG2FD
zrpHWD>8?0z)HOzPTN*#{xvOwsSdq9da$k4KPgxL5+z!`i{Bb)7ItZI0OsLjcSM#<+
z7cZ%ExJEH$pZ-#n##&BsW@T9wy6q*WUJF%Q68Bl^26P$MNdHGHaNgrLfXf7K7sFTR
zduoND<e`rcT0apU0pIYXr2M%fojZsVA#6^7eSq`;mx84$q~*1`82}F~vI6Pp4w&%V
zvZE$;+%8|V{E|E$bPrITz-WAq^*Ze1JZG%?!6hJE{~PXlhIitdT*5oYJ0!|r`KG*{
z$DT)dGi!dfe4!)y^^cro865ripHoA0gn%*u3~Yj9L67rpc(eIVO3^2IE<_#}-;N)4
zafSmWeOtw5cFpLXQJ<kZk>UHfer{afUVjx(lF608+R+FBzbbLUyS;rZxUT-muq_Nw
z)T^jD19yiKxdpytE?1f4Msd;0btR+}+M0l=$67n6hVqCYykI9INHvYN-3{pk_6F+}
z(N!#6pMH_A8-?Egfj%;gl1h>$!FBR!qt#l|lP#eSsk;`|idotLzZQCwp-gIxv&dIb
zY?9ZVcD}RnfPEu%q?()B?7KKHs<r)D^3!zJhhNl4j4dz8jA#4;)d^Qya7!O^@P|Gf
zZO^_NoEFa`;t9xR#8<grkIcMZae6<3`1*8rsZgXwD0q@Yo#nYo`{t?UFOLWAgzoz8
zd}g-jch$o;#=IxppWqE{4KxkAVp96~qCS9?DtxtS823xzCPb|1*JKl8E_~Iw!Bz1p
zRx$1<J!IN>`&gMn-vPDw)goxv(U*FaLu|XDuMJ+m@Io$)5z?eks6j{ynv)Y57hsmT
z&pUh%c?Mn((mYo3VC0Fo2sp)lWAzH^?5&YTDlq+?hUo-fm$?GG#CrfRH`P9gR=2yt
z=>oRaXJdSscUXtM+|=@GowX|GCH;k}bfD}N>K#`tYl+{)2lU75TTBmbE-(5<<iRc!
zH~e|v!g9o#9G&<QP&?@3LKx6Bng@@zjBx;Sd!#qmY%6%>=Q*sH*}iH&BY1!l8)Lw%
z1l%+24^LkBFSH;V2cW=e=jmC{Z$G&6T%e>NEB%wZktmm^+G8ve-sVWoqllcP+EA{X
ztf^)he_T%>HAYz907JE2QmXG&aS1N3x<qz~e_72vZp|h*YOzzAlFK(WD<o6ll9D$U
zZLOO<hxw@LJ&)X0pG(j6v<+%o!N5fsYcP27uC4I>F$T)UP9=kbI!SNitP)(_%H=_&
zNyRvO9fnXNlpZIGA_g%s+^x@CYmGy$#vFH73ZuD>nxtQcH99T&jcN@o@U(<QSw&5|
z%A_>ldoZb+sOa-g`suKXWI8*#W-cVbTMdaaYZt{-8%sFFN+W6+jpd^%2&^S<n`c}c
zTIEeg8N<}iI)DuiDnUY(uE36vtCBU1-vBaZj{^0}WF}<v+s#8E1b2~g6Js-KAU79D
zCTse&FD{O>XQ9SLU}fHtV?~rY^_8~fZQ;^Hh>6|;&Aq~)O?(Iq1qVUmQ<|kuk)Lud
zB<H*A)Ax#hnezI1O7=kj)9?7UfgQnc9Y(<01J{ZWo6`w)+(!6*y|NsnpBUhu>Zb=~
z6#CXz(Ns*cKF2OCDkkFJyhwujhEylQEVw^0-PQ29xK0J?xqM@C)3#fqsTKUg!AoXM
z4)##lCqSG?{RmMVa<_5EfsG+qC)GJ*WJ6%FNmEO)d!u;Nk`jQdf`B>1S+DyvLrdS3
zNy(QjjhDoq_?L_r{pKQe&$SGql0F|GFC~vF9CHb>yrvf56gV*v4yA&&+^DpxN>4(0
zXa)PXtPU1vk1XX$I0Vu`s)On2&9zKWY%41u-n`?hez`j5!sX3%ZnVJ>!rg9~>5e80
zQ8h+ppuJBk1PZ5dNdQBU*Dsm5^j;p+MZ3~`3>Cos2PZGZM`m#wN2a?`j64)_ou*}G
zVMp5O%mk=&_b~Zx*JD3|^l#rrQln&SR3Dves~b|znm}-S%$!8bN(ueN(R*(oF3Li_
z5jeJ0{KRZtr^PQ%yJE%@_E5|3HvL$_rp3;~y1)jWM+?WMeGX&SdNpL{z8AA^HVT|Q
zW!HjYPC<Z+d3msRdv*RSUAlw~7c~tlEDK;EL>MyWLkRcvl>xizQ69SrJMWGYP8Dz>
zDX?$hgBR{=YjhvWM|xj^*bx|E2|z=F2;A4V&(>cI*|i=D*gg9oik9q~am_mY?A%tn
zV)|e|x2``8UC$63{CiRS=T32bOx}cWQ=iS-Jj-L-;QnrY3Mf4TGQ<{h$8H!?bm?R#
zTiycwZ7<yYo`o9xYuG}*!}l+6lLMtOEvP{N4gfcR7AqKL=z9>kfVo(38ziylfYSc&
ztiwY)b!J4}Di;W=5bS`nB^jK7je<Umjfhvc<YN%sL?MPE4(vVc5Y5Oe2?a0k@1=QY
zn3FEli7j|XBOm;4AG$Jv%1FeZCwmBh3WTWJ2%5e*V6v_f;@~BsfiQOW3<OL+_*Wz`
zcT^#kVD7})VSU6a3u)&Ro@q?D9n)n@=^XdhRolbx#_$4S#jEX<6=-GRsuJH-Sijx_
ztV{H`gE1WLU`q>eTN@A#k{F2~0OOYuL1cmBvnL+I=fQBmbHKLj2{|EM2%3qmN_+_m
z;^rdzx;y&_IGSc1SMFn^`)p$nSk?i=fV^#kN6d5N<(5pB7^rAYVacp<1!QEh3|jSc
zj?h)wri4{lZdLsVl(YbMU=%Yl*Y-lI<%S2hzxR$Xoj(2!RFvzL*D6>Xo;E_;u$9@)
z>Q1yN4O!MpeXDSLez0aum#UuVuN*03?sCn_)ZeQXBAFCVOe1cP6|G!_(sBydIb1_1
za;$1?hf?JBedFYUskjM@4)%K&MtkU}WI>T}0H(El@}gQK!4ev}CB6U+#|rXNpjD*$
z#loYJhB1JIlP5q1Mvw+(w?8gYDAf0bR1gBz++;y(3|eeOwb)C?k}K@X;2%_~<xAI@
zP>ymtvu&id&kM(}Pq17|S*7<3L&rDD>~>FeEXs6NS*rEjf>hODU-hgH!zn<cq?XQ`
zO-G9rHx3O`ay(qDonPjAGt;Et!aPU9x`x!2dC0-DAUQ1dqA<>To-oS&%Nd)qc)3Ny
z6Vhj$pq|&Twf%tLSTAB_6>~d<@`h{C+|)Yp#q?K?tEYwW3CrTqjH`071rEVhzwRp^
z>hz(0u0_J4#sVqU3ir;#RYHD8*bJqn7$0SQi4FX<(m}xsHv`x|Ey!Baci;jNJ75W=
z2X@<CMJ*n$t+Jg4kEExffvKO|nwZFH1(3ai7EC$J^aa+v1#-~dQ-E=DtRpz;DKN^;
z0|buLumi58cIOs--|zeGTDF&d^<sw6EygNY#rg)X+_B+{5S!r}xKE{Qb?big^49y#
z(4eDh%EphEM({QU@66&%kq5f-)=JNF<g7z)F9SoN><#<EL)Y3bacoeN4>j=1VtIx9
zbwU(Kl9c51A{`a`?Abr*$Dk1$w~OW}F<w|`4ly|Wqv*D?pmx;FLD+DNl@}!A0=Bd$
zqx_YU1XR9LptXQSQf+3Y4OS?2eIFee#DrXIhO)~B1JM!UL8j{NirEzU6vt1n5op!2
zv~mvq<k0t6TWIMD<w?t}WPJzRHNgYM*%kvA8Yrh(CU*nvY8iQTtjDm8yISy{-*-hN
zPvU&0*3~n91H}gxun=;HGYOKHOp@f`7}Rs-C#Ki%d`S#mTQo`Ie+^koqh?k&uy?=h
z;LT7p=EpvD{2mXyT=D=CO9LrsRLLO3HD3jAkNFB{v?M6FsId;rURz^i%(jgNv4C}F
zlY{31EYhblJZ60N$;A3IpD<{oxR|y4;uONwepBdL<<Z}*@;-j#U`mG3b3g0SjqqaE
z$H{Kp`7D^%`i$F^;&rwb#bz=U{>I_*t2nY79o+}#8}cE)n}`b%-Qz`p?xy?g3Qvp`
zfjt-IIS_Q8Z*+n`7;G+=kVqX$9kWy^NjOP*!@LE$Zb52c-kHD90DF8q;tlkOsATdP
zdMfs*fpYX(Jmt(cU@%8|7XL$BXJ<MTRAqDP`g&Qf78N5krS&f}mu!KHM*5(2DYw_8
zq_A~p1h9cwHGx-opb@h$o_6L{6tlEsVPU>X0e1=9p=C^`<u*FX-lk{hk1e~-91k+u
z=$gMQEm(?^Lu?=xHx-z>+!fDukKkH2c@8>X9Ib1A9#xPaAM!FRB6jqWp0}9)+L%y(
zukT$9ShMj;R%>Ecn{nf^6aEEMC5RFsxllw7jZ#_MT@*q(4_9qyHjnTj7s*(L@2wWj
z3x!%_VpyhOlC<{fo-iLlA~o+>o0}wMW=VS)x4hu+O#(9sgPKD}Fln#YqroB@)#@Fk
zfX4rukWIlx&&zol<ERck)xMOJH79SXN4Ft{E$k|3`K!o*{jP3*8-BA3(4{aW763O%
zMaLH&U<C*)@H^QReDOlCJ9}sd;{&||{23lhLqT5PAj3Nfh>VVAxqZQ6qjG4BOipx{
zqFjbVX!SEu^u;!O0w_~)(vZX`@VoKUUVF7Lk)(<)S=|`$4q&M~z_9TkG4fijfy>*3
zan)E|c2Y<x)x`<x&Eu0{ZC<((MEJ<1u}h6_wqa5pzHcvzbk5a`9{VHd^G>=_-vt;C
z9-8>>W=FI;s;4BYSDLhKcN3vB7YW;?#o3I<Z8FnWA2Y;AWma)EjHU99WgM#3ankGe
zf@t7*vI6OlwC8a?Qm=nh`_jcmatfurJiax$S~-R1N(LJXi*k)w7LK^2Ngtw9%Ssh<
zB7?^bp4r*Bbj&kSSEJK~14-Snzq07f^>0|uVzQU{%{|qqK!s(qJ=?_-uYivOg^_S_
zP<$0q%Ug)ufWn?`;~~mGMR9i39hs{<?Cf}bUp;Oacqt89Yub9LL+(6LT~^Ki(B`6H
z{nCaK5hS(Vpt<Drbkh?PqrJ>>7+R`J@Ix}k^rSnbHvcWJ;?1Oe&557gD4z^EUCfEO
za`y~PM}KLgqJ6<a>80Vzc>JJ2%5#(nR=dq7qN7rU75^nw-TYk7o?%84GR)5(Qy2@z
zg_jXpr$y&PXq1>`T%kbW)}&iaxQ)K}i-w8ZW2_`}SbzUhw~~F8{x1=fRLn-mmDYZC
zf`FMUNT6;<;jey5dx-YAQ1j$5C7bW#%OyH3?<*rKnz%>pW9uoeONzFhAq}=GsjXLB
zx0jqXuVEc{Hrj6?s`i`c2xz!ty{%{iTP5K7+QtY>+Bl;)1r;ijN*AVZ8tT=#1xhX~
zNM|m*5|S%XjI2x)ia7ITG;nEK2C^<zE|t_>F3&R&dd5|{nh_(UafFdFjHwy0NJhn;
z;uff$^aA$I`YIZXh%*v9cf)4%7B|cnK#Vj>vDFi8uicx@-ySMA91tE@O=7-XjQlWF
z#g6iN_%-Bqk#gC7pVP(rfj6J}x<`@t)^-g)VcUzb<rQS=50{4GlT*uIxC&;=(yoT9
zQ77fL{9{X?PEvB<<W90uvKo3sh?BsqN6~2LsP2*NPW`m4_gj1u&Sh&Cv-fdw)<Wij
zLLKPhzWh1EGS2|^6qc3?7F`3Dk&btYb=Nuj8Q`F$oV#^}I^`kD_SDK-#lYpr-kV9?
z)JL+VuHd6(0pyGi73H&oo~Hn(hUgy1*^i^C&{>6`br`8WOMr34%)SzN%LNIGtn{6|
zO_cH>a5B&~c(OGT(ajJek0N-gM4Jfc?`q;8$it{^0o`V?sex69L1Zj6&cK~Tpc}J-
z!lC4Ds=eg|Kp>Pk$P@UZefjQtZql&r+DfI$x^L+nK1&^Qb<SdsSPqzr(q`=FFHjlp
zp*TOf_YQ6Nx((PAJMIR}$4L2}=F4e<7D(2ZPOUA@f?WwvXk(sKlsDY#(Gyb6b3d$e
z#UszK?EFh%i>_T{ElO%7RjuUgG|Div?281EnJwHaC6DD4M$0+tMm!f9%)A8q^JxZ5
ze?Sxjzuqz$0E~fc`O_4W6tC;eCwTQ7hd~3Y3h4AeU;F@!8Zu)V!_0gGeuL-fPd=O~
zE-j((+`V0^qRqwIaN)0?+BG1#OTnjtO9Zr?iVm@Wc4iTbDwHrwwu-~6$F0G;yOiS6
zPYMEAjYU$*jw|++&~MJ&pk7!l`Yz4Ol+ZAf7Cat_Z#j}o^%j23+clAy<TU}-!mK8p
zsC)O5O^+?uT2j3?N~W~O$+bJ4dd{ugB8O|`PzVs37&C1)NJ+A#*YfMNeisXbhhUX+
zSUGg?-nR!ZPb{?se{R@iYt`_noGZN{l<>vg0>EFs{X)K_EZr#s^XHB?Q1?kLgF4?X
z=tg&;KAPJ;e;YmO-8jvT(e8Pb(7L|Ep;L8tU4I{iJ+6h8esX*0pHOx5S$lgYnv%Xr
z;ica#2!8G|<WkulU*4R1b9`vOQrLQpQVK3rW$QIafyp|C5@LOK1VhUyC_+**jE%tm
z8X%a6?Jyx_7BjobG&9RYG)9@-&cE9h#?*Sv{+c>ZWm`x0rjnRfNq^67f2Id9Ss-M}
zP8n*(KA_D+%q|w@sHHB;ieYuy4Zr~tZV2F&nNlXoTTh|X3*8>ChyhwKTY3ZS{mB!L
zGZ{q~IW(zS)V571gfn<(yA){mT!+@JwmZc$10c_U?11uIG=Yq`LJ~~dr|GC+*YP3r
zgcodmrSXvWGQXO=%9~Zw0CV7ih(5pSp(V>mW$QSK>IH(+^lS>wTw&+2BglCyFRZWS
zOWg95`l{VpayN4CdaCf1rc(Rn%3i9*apxV7)bar~+uk_)J4RHD>=qi1kXK8+_gd$X
z%gOxBIz>zeE{~WM`*;Q}2nSio14mxw?z(!k0Xxp&lCz^WcX@&$X96ZQ$4_a-vY;ll
zSZ?y#WxHYuGf@+&X2o@9Cge(Y!E}9{fITw-Y!`!KJ;^2Mpm6}FNTfdMtHC}+cxSDO
zuY5LBI(SgBw4*g}+i(0InZZM*yck)cJS^2te!X%!c4I$}PWh>iZjjh@Tf1e)28R3I
z^4d3gWq<Vro2CNy^8OMK5@siB@AIsBt&`<d**+uHu~`}&Z(pe>d8Ld{{<)Mvvj~yw
z+kiVenD6?~QG~W&!x?Di`GXkJOcr*(uN_gc0!UIJYdxd}6R8JaFik~}@I)mZq2O!=
z4W<%N&4>n@l>F)i3G69BW<~KUZ=K_z;+4U>#n~m^K$XFHPBU%AYLnw+fa(jpZsAtU
z8|Zq1*_nH$3u<OJLhZ;#Efxlyv^Hd1aFyJ%fPPmT6ohPs=*Y^i_He~j>mMj2`)umm
z3Rm@7Jt#>l=T9Zs$!5_KXZ)E36M7;Q14ECosHB6K_&p{?@H3+JvOnuXyF}W{`_qq|
zw{>?2o&r;f`el8Ai|rM=RxT?!-M`O5n^V_S(>u*gMGr)~o~zHrYBSaxOt5*F;BhqQ
zO`S76%!oBEfJpA7qD1kuINAs}$lMVbK<nWt!gu4&=VA%+@|`P2=9OcJQj}5@2@}P=
zfD#5{mg!0K_8;<_SSx_2`ahD41CsmHlp+*Ul+$n_^8j-?ADt0hkP><j-2>de>%YxO
zsV8V#E8DsQG>(S#ijhAXr=MtIY{=Y;xWD2&e_;Z3@<E$~*-#~3nYftetyrtv${PJF
z&h3*|KB|0Pc0YABen)pleN!1%Engw;($>bUy-B;(xd(hK!JKNq8ZaU)h}N-S#&pc&
zlm?h&Rl9wQ=0RZ_E;w39lICq#M|K^_<M=h5IwFO90VU>#mO5I<h~5p>5V&VMpWcW(
z=j+Mm5=isO$z!~0JpLf!GqGAsNu$;Q^*sOuE$K`M2TlUYeKh-|lAkc6B@Y^&v_*YE
z#8(nX#dABJeZ_(!RY9EPlY70g%Hhy03W-oXbk6!Ys)Pd=k<gt&0mSNtj{0?gNHb9g
zuu-X@gpAaWMmg}{lCPcAKRLT=1F_W~`zf$Il?r<N26l-dqNifI(ArVK(avxWyMA?6
zBDeCgUpEyYmkCwazV<<*tAd@VbSZQ`cEoh?j_vL?d#l`!r?Dw}bl*x!RIb##3|QB3
z4(_Wg1$|eTkhrh78wJ1Q`q)ICZ^D-vd|XNl%mQ7_+W{3RzN<$Pvr``)`w||-T#{%(
zom)kqfF$fuq$9#*7T#$=pFy*&3FCfQ;2A-kUszBSaB?Iv<AxC9e-^OAlv?fEj1C@+
z!+SP&NFMJT9rpgKuF=-ibl|;)NJBl5xNn{{tVSR4*9qJV?tMRB0blT&G+~LOpdnGK
zBd26M@zJ=1iMFq%OjqA6kU^3{KSd$+5iPPUV^18uB4*+kH5xW?e<y>Lf<@R3;ZMGw
zVu?vee&R>knfNF$-1hlHq24$Z;e!zo)GMwXYCAaW!Y#Mx=a20Szz+=SGe3i07lG@%
z1t_Yu+^n=t?n1B{6)pwM&=bC}yrCupb?byMj$N0h3P#9*F9^{6WM$G^emepn=~iV^
zB4J8<<ETsG8Ot;bO7E@&)Im_LJZkJQ)roUE1YrLmOX`2gDLXgTfKt4@*3>3Ag59JA
z{ndaYcrdldEIRlRjtF(w;FmlZ!!;o*?toY3ik9n$64u*ZLaBQFF)2iBGKLiL4xcrH
zZbn*hRh!xv*^hdPxy8VCB{``%7%0I~nAf9Iu#j67yogS`re<~xEp7{=WYv-$JVL{5
z#-{an;vV<yIq%Q}`_=MV;}XO2)Qa-9<7g^$Um-{xFDMcWhXNvnJnHd%904u$)X6@5
zcNMj3R!>)w1+y4AL3?`_S%qv=ERtndpUl_8u`O?ewV)+W#5U{*?S9MDie;1b;3%Ci
zZ(qF74Qcl<ZzLZCHoxs*z9&CbSXKq#S`wrTHX^$Ic`7-Q??_$Y-~HeLOY*V$>FO}I
zEz7Y86!?%?de(w7`fKU??`ze5ir07PFGhwbGtH7V(4E>`YH)YKY9Lh>j#&fLP#y{R
zmH=)ui9DV_<TU}%0%`eA!uY~<1INP40n+2>0rI1Fi~52CW`lhJU<bZJ>lX2qqE`pw
z2j32Zf78=qRu~-SfSSS%I*jhU72SC%xayU6dm{I|AkVbh)9^Tm>OG9<MUU(qU}-nu
zg%)d|!wjOs4NADotn&K&)ZDS`Zg7A18X#|XMCo)ufwOI`!s@a_>9j!E<bfh%^nZuv
ze*G}}SNO#5Z2EU5&&J03PcDd=<?k`}e<bz)PEjHtt0XD;zvU<X)KmN)mhAprSL<(z
zlF!Ke|8sugPv+q-HsUWD;**Q`qoVkqfB)z7#NS08|IsJ^jjQCpcE$g9^aS&t5|Y2s
z6MyXa3lRB>o?!k5U-%#N1j{E#^6%*h4fo&lM0M-8ODPZCS+BWcnioMq10ZujG$7)B
z5CQ=pNCb!sVHklgJ-PJ!O2V-sc1l`m1Iz^Cz$b>-*moUih$;52+0jSrx8o(YxSW(u
z4_wY%!ov@lhj`wOwmGY|8;V_=&XZ*)YYm<vTnc%(!UfM5)>*f4PDNfp2>aP>^_5I<
zUmb*AFCE+3#9`2}_(OFVyBvFFg>~Ez2wEI_;+2J_uoMs(KSf+k6H@a9R0!xU`~rkA
zVgi|~we_d>!a95a*YPA{2XG5yUVu;eMb=I59e7><?hiE9QftWPbKc<g7KcC9T7z$h
zZBDd4MJ2dwfIiiPFhwr)up`q3{X|gaJ2nELA6gf}F!S*q%@%{+vD})9&n&Z$3f?Z~
zZwjxg^INuWjc?()*S=RcD8p5aWDMw$poj_vrFcr*^jbtb;C?**m~%v>V5Kmn0OUMg
znV`S6-^{3{4f&ZhLN5i%eOZBdK>A@y-~=vEI!kg81xv0ejrx#<paxkM^qkfApq5S%
z$6>jDdMw?HU|0pMynNAoQ5I*FjmGPX$#)+P$`RCQ$CTj*Y(I3f3oA$c4womJi;J%T
z#lSnClX>U?Xo^o4u!DgoX>wIp)wO5R$~zGy*Sz&BpRbqy?$l^Fh`Fk6QcUaPKx^9r
z@JKxW#127&`;>D}>*s1VcF(tG?X^rqm?`eqP!;x_8B=Yk050uYhoa{ZE~5E3Z&il*
zuh0})K_dC(-R?6<=P?jpZqg=4s_NIb+7xyK%npKOI|#DIcGfRi0l&v*CB0+$PHy+P
z(Mk4wd+9*dE+K&I<IzE;Ud8C?V&^4@J&oF4$m@ml%j$vjwzc~)hE;L%Lcnuw?9JoD
z#1}oaJNE=|xht|ci3QT}4}ikITkLA?&6xHAhSz@-Aem?gR927Z5rf=la=SobXC~nf
zd;%u!QS1|+z#x1a_DwFtzosTDYKGwT;Ffn{-ZKynkE5(dkq`nP$gkng3nP!bjIc8c
zC~F&6D8?(Ns`~y|o2&f21+)0$(YR;wYEmLfW~XoRzz$cUKWjoYL$iw1oB2WmQ2BiS
z_&5Pm1?TcYi@EE^hT_UenH9JN?AF|dKIFr=eOnC82{GztO(e@Krlx>?>+>Diuir%6
z;!1kGDl|Q8gnxM|Y@C;|2Op@)T641U&Fjo;;ha?6)hjdO<tTQx@3*>I<9aXM+<fe6
z?-$nX?`b<09*VY?2PsVvTw45bOGi#8>WF~pbkH|^vew4Wx)=>gSl{6{Y(5yokkNP5
zbQA%(4CxI=4dscbKf5LGzQ@N(h|+=>*aG#4>95WBnNxch$J)sJzU2fdeL^9qR8fJF
zCGwEhQ3`K=gkK13hPE1|(-Wa*JtYi$M3Wi$ga3h%+@G{yYsc-Cg&B_r^1N+2!VH`<
zIPq#+!6<N*W*JKt_6eczF!$H>kUS-&V3+Vzfx(e8G-f1TI9|vqm=iK*WOVoKhab;8
z11ZJ3^eZ9Kbky{rN2xmvFUMxc9XW7Pfd{#Ej83=CbB7!Fk6fhf3;jFt)e!Hf&TiKo
zKR2;<E^mT&hS2Yz9CAeKmRA7psTYRc7(VRpO>Qu;5V_25mQ<_J*}m^D+q}@<8<6M*
zwcWTj1%gW3N&!uPEu%#ML-4-`e*@A8W(5Q)ndZ22y~BBr|1qu68sSZ$gYbb@$e*B>
zXheKoiggiXXY0q1)q_3Rvun?z6M)yxb%mvb>5RM}Tv=#S!dq~9ly*n?412&@oYRrA
zF+pLVJ2cflHS`fWJ{)EvIyR&6Wh3GUs5P*2i1}{6TSv=(?3%jy+m+4<%4Wz{`CpIJ
zou9<nM;Kp^?$0q4DGCarBw1(qwKAglh<UuDpgXu{f=_2jbz1GGv&4{Zzy0;4mZNr}
zmakvxC*DvOC@K{`qDe9KLf%R#tms;pXdah7irCIYfI3%*j$pO;1KF}4*i4fzP_Kto
zpL;Xf1t&M?)DZMF(IfLZop`&aP>--2qoi0G1^9yaL|(E2&pcik?y79b4DvCC6W%)A
zob61?@fge)F@tDvdYQljqf{D?-K8lU<J)+-6$4jtrC~`e&zZ@+jtA`v<_lU=@>=gN
zM_mV9KaI?By4}m56?agh`z8D_J}nqo(2Lt?8Z+9eZpUfa)F`iJ*kArm6MY!~)v_p|
zP1Bag7L?$HJD_*av5P!ru&dHj!Y@BBr$c7e@F}En$8eo|Da2%5(8njW$-xWFj^IG&
z`~kbBGEO8AH*#-qTrw66STSHFJhD`Zl!lFgrfOki^b_Te%PgEjyejnv57X!g683nk
z<)&R^1gNNuU7JsyS@qf6t6;xZSz`Dn--^}4kZ1%4YZ_Fxp(L4@G*j_hTwPLeUqEEr
z8zL88mR~Wq^#v%jsz}-<%~Fa-5OQx<)jKIQ_cbqQV^p17993FX4v%-22m*v~GX;=G
zBPhg1_nCRFVanB*ahuCyG`dq#_Nl-Z=0)GDG)_P-Z7nOQ>!S~tkO$;{(i37PgT3@u
zVHfg~x8rSONP><U65p*&{y|R^(rJ4vpOrymsQOqu5qx7&cE4mv(jV1aSlrY^g=^RZ
z-j27T8fn;oZjp$xIZ9rgUPl?k3Qoo6rUjCPY=g|$w$|Q*8{^*3j@}fh1faDrJ825C
zioby^crNy~9Hum8WRg{1Ob(@gR!rMv9ExieuCI{k_i5phe}7g-(p=1bf%qu_+XtZM
z?^^=)2-9{bNp}rUCqiuYNl!RN0FX7OGr%|!Tru%V`;AX;(w|nELq9O<7#9=}_Gq2v
zhkK_jkYeQBn3!#?mUjS}K&@KxTx?eNXf%0%bv1VuT9*diT6BpP#!G)%O9JiJ7My<5
z6JMM|2Id3~nl#fDhrdxLEurvd^9#AbVRid1v4!coGNF9Z6ATpoM!#f+=r?CS=?Pdw
zr5$e2PkQ1TnvyAkyrvr9Wr(y17)oJS?C7YSYEQ-|J<<Gaql4wvV?+7k4|-xiZswDo
zfQ4XX1(Y?TY-gCa!jo-eW7`6FGfME@Ml{=8gW;jZJOMN)Bj<vOa$xLEo$Y)s#>)7l
zC+>gK6DFVZgw-cKLH(Pas2{~SKw;OZn`Z2H#J$SQ0Q>b6rt_Pgp#7vLByyr;a2Y%s
zo0c}E7Bva+dd!Rj%u4b7#gT#BK_2G&>JZ$8+nB-g#XuU<A&U$63#%nj9?w3ocY5_Z
zcSdHqt@A#GB~yWRpS;*(a897z2z|*Cfff{Z3PRw}>nQ^6H=JJM&!ea5x4QS(w^@k^
zwBDHrxZg|gwXPEos<034I0MUl4<-HWes#g^Kz_dTb_y|@eVmP+1F|`boPhhuRIvH}
z^XP{Jglxv~V`qpZ;3-9jUbgpB1e<2Kok5@It9kuSzmW{zwKAmMId9Uyk`I)?3~!{~
ziM~vokSmz&mNb0NTl!vtZ(p>_L%xZYYTwmS9i%Ps!(}6ti|s2hSY<}Y<2hnM0qz4u
z0ev?v$<sz4$^~1tOX1f7VFp~~#K#SoD)_~p(b8wevj-W+x-qX`kFlEIJrR59SMQI|
zesRJPhvY&xC9oNlKGOImMrTnP9PEVyZGIu9al@zZ{(+ugNQn`P{ixXc6oWa7dCWjF
z+p|dviGgn_OuGD}7K=K|T81{cy`3HW9@(@FU%EffR-fsekT%#3@lxd4jC+A`0rdC|
z4%$>B<0gg{2YthFV~Yy7?34(ckFNJ2)yJ{=*uRn-iz5INn;V7i1Q@zUAmamI9_k)y
z9%_u2J9mX5I5+!M=qq(UN6QnZ{2@4{X`^t}Yns>l%Qa&0J!57Pzz;8kyWEFu?M^u)
z*@FFw6|276*d+bKFvqo>_52G3>-wr69Y2|rRJc+zm^inNj=!BZJm@jWX2SzkkDOJ@
zL9OC_r!xAUdVFSZNHbENu(TVM7)v@{L)*Bi-_d8^JDQJDp^t4*KFn2N2R7KsoSsPR
zE`W6EQi-6L_%q8h&RjiwwOaj<^7H4Qd$YDF^-b({=F&HhD?&=DsN`hWle>Wx4@ZVz
zHC?TW0Dy+QgGgOe2YQtv)kDRj1wdk^D?lq_B@K4~Xi<o5X1Vf#y(@hj3yS%ao!*%s
z&;rkFl<ZxeShU+aQQ#?adT`Ku`OM~>CDWxSi{+LBrG^*|iInPYKU-dPWoLui%zSrN
z4KETms8g;K8A>y)c9WNm1lG*sPK1|(uo6|(rmwW)S)E5Ufl@ZF+Jl1^0xd^c!^#C#
z<5uvK6IzH`aU<t<I}(De>+v>nGh6$ZP)ap<*MTstK<8PM%2gfsN&C<a%E?*pP}(4}
zge*7t6~>8FM>=9JWv?ggmU4hraw~c(_`VJl&uK1lQdb1a;;|?uhiYEpgU^|pD0m@9
z00w3R;M;a?T7X8k8bGN%+}%mA0zb^a$2}1M)Q*oqsI4g^DmB4V{{SY~(qx|8A-CB(
z@i7h$wSjlZfr!p90eg(BnDOCRy`D1}<(wVH=E&}kJ0#$8%DmQZHqL>QcpLegpjkUV
zl$}KvDqRQP-z)JlbURDV7B`ysmZPo<nD=Q{TbobsZx&*lJ6|&tPqA*YstkF$Vg^Fn
z<!h=#oV$5pC{WWeB;({A1cE3|KzW9)Q9{&peCxn;WGm%rbY~^A^N5x`fi9IGzm5?#
zAG4R2sYpS1dzCRmDJX-<msP0=!unEerY22R%ybrxO!RPKEQW!y>w*JS7i5Q{Zu1FW
z7ByaY@4~VdFJo(C7+zP<ckGXz=?>t2y;8yQ$+@nH>85DL!+}DruGg>IMtxl*J*Arw
zZI>8Sg?5;sLn~bXd*;^FGyRj7&~}KkNmG|i8dY?h=sEH2*Q<YwmVj-lo^14egr8ta
zGh-Z>y^Fqi#<q!qw6B<|lz`LAVPNsamWU;EjKWwgLIqy7yaA6@ga=HsG>6^p?~hN@
z4$<5W-88y;e67JG$6OTj#x-P?%SI`ji(ZU)&O2tslzwvhb^E3<)%>gNdEd}fMw8h$
zsrJKz<i4kw#qFl`W%1(j<l7zZeca{ZRw5J8{nBz$1`}|O_N&YpY$o&&W%!)i<^$gQ
zns!s>R-G#{M|HsrZ4EWd5j%(3BtR>b60;DCP*bQzp+=#mOeM+_<^l-LK8hCRU{Yda
ztgbk#Vz^OP_ueYHg#%9`bJ`3Ry?TH-BKJ%4GLNo;Qc=UqEay2}1CpM+xxTQE8iGee
z6l#Ue<d9~n)A(wj6M_p6WKSNb)GQ2pXscy>{Sm1t0saF18!?>0$@=PdO_jtg)E87<
zj~}!T?<1B5RNg|B{qwWaiF)UiB90ks{qHCnvP<7Yx4KxS5UHXk)tJ5S4cVIWQ&tLj
z*s9x0IM#A>mOaeItiK|Up@E-b*n$f)li8u>t0{e_5n0JKa|X>v{4U4!3M*6){0KgK
z91k`LD>W06mtT)fy+nB?8N%n|?~-Q~mrRFtCy8M_wX0|>TRE#9FKY}cC7Ucq;%=_f
zk!%VY!Z&ahy1f}YbmnyJZJO-wfJQF)G^-He2VaaM-4N9Pj)TndPI#JHJGG;2SLy=w
z2QQI|WJV`C<%iPS3)rE^3V~Dx?6nRgn8uRIBJLD3nHf99zhh<y)vH2BJ0JR4?F>C`
z#2TSC)n8PR@CU~PA!|4SLJ$*ig3u@_>fQKJFN0bXNs?9jCoTcn0j!t@95x=HT3So?
z8<!YXrT=c{grq`Oow3obcs8ubN!Ij<OR!L0>Uimfk@F3|?}i<=sit;}8fj|;SCdQ-
zW4(oNxp4b<s9u&cF<RX7={eb1BoTcB)FCudV>D%zm9>05--JYV5p(5GF!KnAr+Nq^
zrRJ<PA4-sTB%BekdluK#JL%qBoAHyo2c+7x<{-yzoJI!S&;gdgVlRnO<$#6avTe#}
z@a6$St*YbL_pVz2^clGt8rZiCo(8p&vILKa7{UCS3k^vV3izc-ewflNNwfvNETNva
zV#&O|9o2z4UnG(uSS3}7w{S)Xzs`<V?ljZQxh!Fz3N((;Ko*6AF^xwZ0BtIc1s37}
z`KT0#X7sSEiI?HQ{8Jv{VK7;2o#m?e65qvn`~0BxQ5;YP-No~85g>)P_Rw>X<l_l>
z=mREJ!dBxeApgqa5$lEMNkpcBF^W}LrSer3PY-TIy;?7qS(XMVQ<hgkmSX~nm5M?N
zYyQ}pHfYO4#>E;XB}JF(^+;rTI6%1GNpGzvZ;cu*4O`zzzIz!P;ghBja%kHQ0POu5
z|Ahx5)M%Q6h%sZl)ibNa7X}(Na`w=t&U!1|>qXU;Gw>Uh;~=(I``NMakl~ik6B+l*
zZIkX(%xC>USBtySJ&DBIms+j^)}8UokKmF%j|>E#nA#rmDqz|74mAvo1}V2;mu`_d
z3&}prNQ;g^GYASHFaoo_1eB@S!)x2)+k4kQS7Y0j&1+Aa_w@qyYOd-M6R3*R?<<B5
z#b}P)wn$lUIv30o?XR>$fI|{PYjA^>vu-#Q%2j*L+b`^I6%#q>122^-IUh3iK2kur
zM<No{9T-Wkxb#Z+I5d3@K&;X~-jIxxhx=-nv6BpwceHr3RH|iWG3#MU?uwTcy|(4K
zyx3PLm~MFs>A!oa72PijlN%5qP~)p^a{x}`GlV%)Kz`NmSmpGzgl=sJ3Pq3)Hs}S$
z2Ld^XOOOT|9g3&e`As4yE0r$kJjHLco_3aT1RK64t_LgcV(LV{!D_xoYKM3C7r0^@
z)rOSmc+N#hk@CLxOZ_Gh;Efiz>X(5((B+!B4>aYSm#%fB-($hFk9|c<O?1Ke+E^1O
zxj0%91~G+dB?gZ7RqQkuD7B|64u4@bNXe8{f2lw_MYZo)B>>S3pE5?y4fb4NG@u>@
z+X^HpCNr5bVvTq1!3b*!X~XZ@4lJ?aPqA=OLxsI~_j||TTE3BIqBxO&+PWK0rn)@}
zX~IslT1i!deB&4nhc@ozlO_{t2nxo`6I~=`9%H3|UxDX@e|jj%`9UQJWGxB#eQHFJ
z|BX>=+C1qr%RvS$CuxB5h+0v_B(`Cne8GD`EoV!AVzR}=PYaWp6bYf@k>zN){JDvG
z=Y}L%GMG$HO65qQLnDXmH;8}*!WpC?jM<>D?_B&?vxN)7lQ$nRd*(m;)`JSb2Vl~G
zuM5s9D}DWhyt#QKC{b5@!q0<0qMuw3_UM(`YN+Df^FBMdOeNMOm!tGFwEku>EQWre
zb1Qwuc<^;Mob1vwZ}d~>hF)USuVXkm<S}U59{<pG@o>+}(xcmIy&3}h>!Vw?qF24v
z%k;(clH=NQYyFoJ>9#~qmk~q?%()Mg5Zt>W7->$yK4a=%AOa5BA#uH!`FV@kam$W*
zk_&}IE>P%h<2$jI^y+@o^5KXo%opomy~uf2dLxj&^yN!A0pY&r!*tr7IPo+0Q3pqH
z(+qI1;X#QL;K$u|X_lKj*gPbi?S;%i>eL03DBY_*q-?#cVzpd3k9LQQIm0By$Q3Hi
z30c%3qRES^S&16}7-954zFPY(8u9lwc)#eeo8CROH$Mm!oDY4onTS=XfRrkm?(rgH
z{HB0y5S<N>{e#@(LeGM|mL3qDhG<-zl`T6_etnedb8!nVA2X%fN*-s7vZ9!#F2xiV
z6Z`Z05ZP7#tXp^(`jxhl!e|Pq%Jjv@t9hE4nfb$r)26c+Uj8igbhhI-)dD*B31}V&
z2OH1`HmbyL@my2#Fs9qD!8TP9rm&KudNZ8rUy4Ntnyy)~6u^vG!6$!!R1RB!F9o#O
z7{yCUi8Do7#y0Qtw~&}X1v^d14MXq`l`=#ERr4`E*$oXmM<z^WHso#h=S#l;@B+L}
zS-3ep@6KSAksTyXDyEG>+h~9BLQMtL)&cs)fOuA~u$p5FyMKx1Vu8o_i87(wTf(Oi
z_Kx+gjhCEsVJ5OcWX|<cWqJHzib~WqtQ&h3EuX;cVXRpcT2;FV^sbqYU!CwRfXN}0
z083XCd!n}uMk)7CT+h8Ds0iYx_p>ivKoD<D0_i6&Ie`v7fS~??i){<#Sr{nrZYDIj
zH}~~?{R!mN-HYTt2HsG$=ABLpeerCI<FtqBO^kN-a-cI*J6yzYYWt3An?5L1<|2Bd
z-%bC>VmZk*h!GAFd|Zj&j?2kn(tM94bM;uRu#}=}AenM%)+DS4C2Ap|Ro;`Afm<#T
z9r-|%k>1E4_#PWB0jHJ~Z&%3W%NI+30L=wn;fx{%i9W)Y0i~M3Fb*b6y}8hkJ>+*e
zVi%xwmaLHHb3ogLW2Ph>2t#$Rpu7y9YpXM(rEFzb4iez<O}7rygIcEB`*j8{J})aN
znOu}cl$qsSE>m>kC1E~njiGr~wE)gfKi};f?}Axty8gU>vci}XW05YtL1_YXBeAq6
zoY4ZAh#g6&ZZCE$!=m|)ctJ(unbsZl(R`kle|>uB5$qbU+KX7^S6UMq*-Gs;b1dp4
z#h`B#&!C@30`7*);wO?|{j6?+bo6eOiQ3vF-k7mb<}+Ng*31<JUFh)^WRRqmrE#8<
z%(=nG=j>;j<d9^M)Vem8w7P$ObN-b#HBLBy!h|WUg4l>@bpkGeVJ;SRnj8&^*ETQZ
zrnq!Z+9Q6y3C<L0ioNc>km`qfnugRhx#oCd3pHuP7B}nm?i-+H)$0CIw8%TPrL4_I
z%?AJ_u|8jTLo8t*%_Qlhhdo1@;m;A|B!_b1kpz3veI^fUUiovRI2hiw9w)Ff&}C+E
zj$d*nY-+-1i-n=$((>gXU0VIT)zZ;S7>Jz<{`l&L2(=3!etV+g!J<&ah%J<lMp?Q%
zN>?vG!cGBbx$Q5X`lC@imFh-<iYn3nAQDhMiG;&*+}*D8_le!sO}<|b1G{B?6}D$W
zx9BRLL_()p=hX(EmwWaQnf+U2=JA|ul{DxS6-lMZ#>HXd_|caHRc-X|l69mUbxf3a
z?H|2uG4fk}GW0`Tg+^yE({Qk4O6oUt7T7(;1ayX!taF(fRds%?!T*c7cMPs<?fZ3u
zj?<ZO(lI->ZQHhO+vqsy*tTukPCB;LF;9A}ckSohr=IidxAvz~bNIgJJ*(!Z8ly)2
zuW|hpg7D}|BQaKm6mC)C7tBF7^@ly8wJ$Xck%+OWu;+zo#0LXhkqxmm*Q*|(Lp|)S
zRtQBr2Q`&ydzd!5oCiSx)eQPRYd95@;_|xYKO|L~eBI633;`ZHS<^oLcaoE6CPCJr
z=-SM(wM0F-QneT$YvRvVnP~83iG<R`CVVbxpE9Y&FKRd0@_KdKczXADW#0=DNofe)
z`@99!$PhvUHwK`Dd%BTG-0Sz2ddiR5n}-t}9vo0M{Q441=KasJn2mS1zjLUs(U#tA
zMd-+#j8$>bf44dj_?lMYvh|1*U#IzOBgqWnfjvq-M56~y#fz;7(c$}R*is*m9gqN|
zQz-j$T<|_=-1wgJH$BDt7i*X+|9o@ermx&V;r$#C-LXy#2%ZmOsoJGQv|yVd>)7H4
z%?0kRNMm%2gOoxJjOjtN_I{GexK0>IH2QCLYeQ-kPDzvvGtu1P>cnZ*etrG)4rV*W
zk~-r{#swCq)QdM^q+YX;W&GOY#YJY|VB4xtpHu>S$lE8C;C=Krm5^(axK!8&kdEy(
zvTk7#3;x|x^aez-dz+*$F*&GAyQ1Pehn=JY8i=Us1xp5YlWk!Chf2T|_(LTO=@~hz
z-l2M?5iK1@%Y9M_($?~w*l9+~pgifXOE#SzJdH3_&y@F4l+FlM`n3j_*W}FZY|q>q
zsBJ+vh;Kw%wu3+rP#;4^A@mrxraNDLg}2+jYx<SuUk00RDYT53hTopcgL+0gBBh(i
zh)CIf_hH}++P=k<;IhA}ASp#xVR72&zlA!NX#LfOI%yTJF1i38V<YV0+X%u1jttHY
z;|P32m|Z36!mEzQA`2%AS&UPRQjAm#@mDENFT0Kx&6gYGnVe2m922({UbD|EVvX=d
zjqt{e@aBo|#`eNh%O{BNW}on;PGk=XW9f#$MbLXAw4G69>59ik@Xa6L>9ct+Ez4q)
z#EZjI%BLx!ScjQllZ~LuQxNC<uBFn4zH6z|W+2q_A@uc}=%cIuxq0H>;0S*ed;h`_
zm{{5V(K#?P{rl4Q{{csklH`+?6#h>*0^@&qYW|0bDgU=P!k;?#-=c(nE&ty7TiNh0
z-NPSk!k^C{ox|UeCI4@+!=LZ{K?wft_aByjjr6DYU-PH9;GgY(u!KMRe}f5ssT=-6
z6#nV+XHEMl?fFaV@EMW$j|Sr3NFDzA5C5sz|DUjge{)Ly|A!^~?HBs*Si(Q*oc}I$
zVEkJv^REaMdWQcImhfLv2d5?NISY3&8<va<X%ih$QBgdr;a*hOFmZoyL_AA>Jbq;G
z<ZN0|MdVoDW}9;TRQQ}&KR$3l5fM9F1TS{~-SITe!wCVApbPIJ>k!zzwCmp?n`^&{
zN~M+7TZ<-@i%Ku!1|)vPf;$m_FUXi_Fv5(e+|vaP=YE4(MJ2X1z}f3co2luK?{0An
zOn$0EozRZy9teS#XE&MBVZLfF!NSK(o!ek$n2Dn1)8>RAM`XnTcUw&dleiGw3g#YG
z8P{Po$X*wH2|=x2r@QiYM75owvVvJfdaJ_?;<TFS{gnv2wI9<&t-i)RjmrY;WrGjf
zV10`xpPd%#3pv}f?jLjYb2d!XwBXz}65DB!iK^rkGat>!Q+@r-{{7ym%V(?YUIKVQ
z_}ZgbR`Wu}fg2r$Ab)UrqiU6PnSci(jKd#;fzXta7mOEy*Z6=*c|NQu4+1Fji|(|h
zCqNy%8fQxn$ho>6rdr@JQ(GCfBQOb{0|!mM=HgV6xk;(Sz6+_xb9471x?BfqkU3`K
zaCxzeFWe&GQS9|gYS`K%+g{(;40=LT(>Y+$rHOxzx*jqc$v0LZ!sV_NdQHR*^`-_r
z^O_Lt2cY>QA?utw3m3n6$%_+S58q=2OqF!RYy7GCg=KQ(A`i#|QK~Iqde_$@$)VFD
zp2ENBt`*l&n3l7SE|$uvHxFVB#((`H<;ngf@B(sW?vy&{9+RKk#V%}*+CJ0a5S)Mj
zobwl3Pe$yAhYJQL<T@v9F-^V;M|#>CVfM&=Ia~w~YlO?Lh%C5w{u0aN8{((a;bjP1
zqLuIw?PVzc@P)wDt=Lu4-Njb28!dh79?Sv+m~`{1v|6}Xu34BAo<7L2henh?To>_c
zuJnAkxg1$|E_~0_gL3mzpDUmgsPSxt=7s>RhlZEf1O4(R#RCqqT5PB&qtH&4-;KUu
z_!gHJySjfbur~EILc5DkuDQ+d#4I8O%Mm1%00<d@Dv>D`^zI7*r+V6&oL&WO#B9={
z;#*t3l66bE@%zhIc*gd{^(U0D{s|=jQ++}SNo^W5Xzx~?hGdKlD#pf9HmZ$X1~cty
z3+Edr$~I0MycUm{QEZF0hmO%Eo9#mNJxIo{6>}!zIc^#ruCYxW<eXC)`zuTMJS_Qc
zs8$zO%I5-grBxQIEEMzF3%?Lfitihhm@c!lTblPvT`F)rmv%;dt}Dgam-U}3k8d0V
zHWv8PisoDzrvFS*0I8%+Arc*~rka~Z;_Qsfla^hs?c2etWif@+-ps~>QpgRspGp!4
zF0jYVgrpg#g3ion?a<*qUu=U9YEE}`?2BTk8}Z(|B)>u4!Gj@|k%|mWdmSOn2e{TF
zjUJnluZC;){qAnG;rBWMJ>zHF@=!zOLz>29#qq(M;Gg3EAU<MUjkw2W;;aKo$#DX`
zA4mfIlsY)pe}88b7a%@TIf5h)l4Hq!f2@4;{**c_<*l0nI6v6$<Gjl0-uYj#5NC+c
z9lqALV`sr%@_{D=k;`$-SMrI}M6)4f1(bgxJs!whewq9<d0jgkb~>KY?S$U!?`*}T
zD1V>?3On5Q^kY3A6d%U-Bv)A0*eLp~iV9OCcksbWzZdl8MRQLEZGV>S2_nG@BCj*`
zNyHx@xc<ec7j&lht(dH~kQux_BAdHaVLxZ+B$DH=b00tOQ7`~?`3z<v*tS)lR`~H_
z+5<ZroXFE_@mKhbh)v>ed+xJ>)+8=5G$~=@QseXoTKCM2No`5LM$7a!`vF5T1DhhK
zdx9*v1EwhB7p&}&pKp55f*P<@1CqAIIZ-a8Um@87vwA~BxwwO6;@2O$uFxJWJY#JI
zrN)WkDe=>WaqQFEN5+kq82}6)1D<_RJCF~^E}0KdxI=|Qi$fa`Ndr95J`mK(f{3Dp
zh*E-cvY6w}2pGZMP<6{NE&$Q<FYIC3@s~8!pm%wfzA%uO)!3g|F3lu67T1)VXgpCm
z{x8LnV@+Sa@F5F+meTkzMjUH>9pfIvNaA}9X?K&!Bmrwx^tiNWDL*KOFw__{#-fBC
zYGIbGY;8<jYCFy}G|5=P(}vf(o$OCrJW{@`{aS-~CHDs19P^p@_`0_9MK8yeM)Z(r
zdL@Z3>BFst^=mN=Z&UWSW@s6ab-c(TTg(%X^VG0QaBnL9<7-r76a|SJUd*Um9p6T4
z0g4&-gYUPBuYhsuTYS?|PxM-(b6twq_+KEiElB%*s9)D|bcJcTwjK)H6o>)Mo+9Dv
z#tlSiQo;e+MRH{c&~l$f2YhrRB@YXAE<GQM<U5a{h>^nPrmy6ymBprD3ip8)l^00&
z(}$lzhtf}>1Dl2DUqXj!l0~;sIXCCTqSaHVkIvE4ur0FqPoaa(&!!cmi=;6p`zPR*
za=*_<70^uc({yqf^d|SxJ|=93)>4hK+PbTpPoYCfh7h(0WXaK|(4p0em{pZA^}ZPH
zSBKJqUK-ly^x$LZFXP}-5+)^;0#SK}c|Iipq;^6M3v2Wv!G~fKcaseysGQ@9`gvys
zg=8}exOipuL~aJlYvmxSu_=v@Fl}n3O%EZ1<VW+>)i(3qoJ9}c7G$de)n6UHkv6y8
z)rM9M3g}hXc>c4j0MdfJ?~7k_PB~>%w<~TZk5iZa5;}C;$7nhKC3LWWSurHyIE`^q
zO8HX9li($F&%{U*UtWgzx6r{M;$TsUggd~~vkwoHcHh^9a{Al-c#O^tn7)MRthRrv
zaRN}*mied9p@nzqh!!|Q&r@%brIBiF#Wf{@O$lm8{ZQ$S+|t<%q0}<?y+W%M0gvpc
z>bHAqr{6;B!mp2|GK*DkbJwg3OhL?&YzQafh+ou697p=c0cuk<?uW8Z&cpOzYZeuq
zxgfTq7~&4gUp`H=@yPd#0$_siYP*D@a+~#l-LDe}SUQ+|N|OTcdGvFI{0^u}4J}Gn
z-n_MS*#rXq^3sV#;2W9(P6KoM#~2)SV+y+|prifIdsrB&ZK)1^0g+POB#zjhOhP)n
zs-=xJ4)E^YtlbvE(Z&KS;W#Ebuzd?T3v|X!tuCF>>z!15YHx-T*|w|_gDCL)gX$-f
zfNuJi(E&IA)9Apq#LnvgJe{5ed>#}ghv$48h@aZldh}^@&?fUNFQX{<v8n+Qt;<+X
zz$lBrR}W+4_QhqfuP(-|09g$@P6ebkl}skYPh4k_G<3x$y>B4Eu`j;QZ&g2~kC+E3
zM8XF;MC6qSF6pbhJ4(oy-vRyTcI*cmTy$%A9}3Up_B7t7a)F80O7y^Xf2x0bh9{^`
zi6^XYAs|6}U>hU5CDp$9o@Z#APQ}jkEZV_!?N4{tZ0GdxZK%)DPrac-NZyIybT~wh
zm9Q!yQmYEEGH<hXZTpn4tY7WmbXY`L;N7@nJu=3(F}=UT$-I+&8Xd$wjSl&@<Zv>;
zscB>(HduSMq{I=Gw|yA`Yt+vx*uSMzs<8-&Cw<Aq$oS8!NEw0p@QR#tY+16Ys?pLw
z+yL`jqnE-Ocs4*szF%Fx?GXbRWLJUS!~$7dk=28*vg7N>*a59p1)PCnjqIueT?W=d
zYx_K{iGFQM(E+{Sn{dSZ$V2l}2KN<O)8+B5P9TM>HpwoMRM8fHid0#AZL7tY^s6U@
zl5W1OZet)oa%9Xi6s4+mspGR2A*&8?7zJ(KL!R8*@<zQ^EDQCEAQ(ykFHB<_joOu5
zBgeV^9i+c4O(&p9eW9p|LWsOBUQw&?6mH&jqT$rhio{I#leS>4n#Op`)5>vYTw**D
z50!Ub2%h~buN^6aNe*la5F2RA4y8L(CjU|Jc#<v=+)eu{e@8w5NU;`^AnAP=`$^9+
zu%Zppgmjt^`6JZHRzoie&e3AH_EWi$+d>-VfDDBp097}wo@>9r?u1QJet9SIA}8b{
z<m0_@WR#;vDzrPq-KMj>`#Pd-!G1Lu6Qv+XdhAN7Hh<t~Nffi35apO}f}e8;lKlOq
z0VC=w)rflrFOf`l6)y7{-na0(zEGB*M^cG<{NL+yoo-5(aSdve94Odr<(BR_?zwBo
zT*hJ67Jt9!+w@Pqf4}F+!X7k2bGMxU9Cr16MYB~qds`;Kt@6r%1`(K#Rz-V27Z>^^
zfb?Sp!<pWt?l<a^{Srodl<$|qW$VU@>I&O-(_L9|X?<+<G$K|@TkD~g_&E8<Q3Aq4
zJDQ*J3$rvqaeF}}tGu)3E@I~D6)Zh5FmJ6k&r><!H>PevT^q8g7S##*!(R&u+(l)7
zjFUrHD7@Ty|Kv-HLjDen-fQkS>PVT251e`ANH61yJrE47$=Tj)n!K4te&vrgD(}~0
ziTFq~E)ZmxI9TEJw0xrXb)5pR@VpWrxi6poevUR~uC2+_VOW?kqYaJI8!QAfgvPYd
zZa>$tyM%MWiv4n*a+tK#C__4##c9(-`CG3$N%KN3rW1S}SzHOeptvUxi|MMJ*L56<
z;A|I+SgmxY(|8_aOt5-iXsrSvOGVgr&YQYKnPTcA4Q5|1*$d2Y|5@Jcfc9zDi7n+!
ze0?PUm9tz$w?i=y<}S#%Dw7k9qSr?Fk{Dp=^`ONHqKezWHMm`(XWUm{7Cn$DJzP%j
zje1*yboOCO>JYJQ%|fQMgieBKg1Lf_t4@g5KrdFNWloFnb(JW(hZHYQ$czl6S6;w*
zf~G;eNKX)P4Ao7VjmbTyzZ3qatGq=)V0-5=4=~1>4g#25MjJ1&aDmVO7$fM2X*L1R
z6f}9JwUYtZH3KzkgkPQ};1FnqtUN}SB`xX^SyWJiKUlHCX}|Sme0%|K2-Sf8$cB$U
zrX8Nve+wPnSP$5O8G($63ZAJPR_kG}F(8A=!U0!{w=<lZt`@J&`$EjJ8U6G!>@5q9
zW?A{b-9YG}&VU~}*bTpN*(O21%Zuy2E#79B{uKndJ^H61t{i-=!#9w4KVDPl9|M!y
zDU`Kg;VHA&6kELZJ3;L5)BPv+r8Io1PH*hhx`Zf@-Doy_1L7vRX<O5g?sHVth}Byj
z30sG=pZ@kZvQ)BXH^WThOmDUpEyO|d!J{w*N0J(A!pAn>qgwc%6nM2yWDfB+9rv(7
zD@mD_Fvfyc^>6Y+luvK_PFLRRO-^rU-2s9W&wg)mDR;GA=;hAR^-r!{x<(9iCTI*j
z<i%p;+L0RSw!loGzMB-sRiyNBA(>jfQb0v!IQ@J5rKuW;${XK2U@y5?=|0|}C=4Wg
zB&>%F`Hog~*DHt_QkMp~BdzsMI{Gesvbzx|BBfJU+*jiX*JggC+x?1c+MG+r9Hz8h
zZ`f`;?4d90pR#STKkTV%o9>iVgKh$IafrYq@*&Y4s$j8?B=}8Hq-}E`!ustFvaVN1
zlNvK#X4LV?y-g(6rmlrcM(j5tZ1E{>GWR%^A&@jOv?5%#F=0&K4#RUpCvq3Lnw&4=
zcP(J%qj*PuP+B-TFm$9uIrRlF(h;CA(?b~AANV=e$RzXBv9sX|RLw&Ds5Wr-g#;aw
zvXHP?+K?9l_qFV{WZH{CA;-}YBpy8BUcb9^vO28tPn+L*GM7W_ZhM~&b$T0)*PfPB
z`Y;=ZHo`L^2K2jD7TT}NhN3ucJYG2~x!*+8KHR%QZUZulw{9KvNu_LS%ERq?uG{z>
z$&_+aix<9JJBX$9RvHQ7)|%BLl&{iQX=hCj2l8vOLfnh6@pGBBl%r**=~6udcXL@@
z6i7)P6g;G$phY9Gxa89)w{R4m`>FH=ZJ#03>;iAgdJl&}3TRT2&^rSo;f7dpzFtm4
znzP<PGkqb<epcm+^zA&DQP?Y!h}Ttm^#DXbJWpxpauT|8&1(h?F>Jx3NYXdb;p$I@
zVn>Mm%*~8QOMbW-8uuuTUJzFvF)tmdg5(IZ#3w42TuLC7U~Dj?KgRR7DHIk%2Mq`l
zx6*Z;fjt<hy&4)K#E+bvD1I!)h%X+r@=XO5He_(3tTmRN*8+l`TA@xz?45Ftx*^x=
zK;1$tr@LC};f`eYcX>dNOduz{MeHr#J+V&|S@}t_XcxxG18AV^M4_>6Ss*2=&VM)w
zK|#}_VNQ#iaKA)7>;HAlu<RWe*^nL~wH;+I@_GAa;E6CcHq7dL(~o(hZF`K@OTvkN
z;|F~-az9D=a=5a86fY|#jH7(wix$PZjlQlqz?mUSjxi7Yy?|F#fz`>}MD6<sR3bJd
zp%K_O?f~g6K@q%#ozShyn57*@7+{mAaMmA+`}}S#eMDavoC{Y(3cg_P#(@ww#^!lP
zHg)S=;;%&_LW6b&tWLKah4Ep6s92LOfbyvG{;+>`crIaC(hxVQ6Q{wkmKIt*=o=72
ztZkJiN;snvQxzBL3ky7x{t-BVNW@4EOc*B>!fvw`2j1!7dM#Q$a8qm1X)c8m1OwB(
ze<U^E17NY}83lO<ns^oJ3lG7palY<1n^>Ps_XnH%jcK<@TK8PJ|L{|6G-Hh?lWn$U
zen+A0_M6&!Vuazq6^n``_swi#WmBPH<a+1K*;WIF$b}`R&Umfy<~%EY-t|wB!H5-%
z^&L^8<OcK3SxgLu%Yil)9*h1%)3Zf{kAyqBA$(@19HE@_^Io{25V-G3lJ*FYp;Xe+
z(-c~t92YYDIgUpZH3UQ~&e|;dvFMml0IQ4iy(D9GKo-spYKn)l0DYC@ft0tUEWbV~
zrMIPG^J_Qd6?=k|E@uJ?cn1^+^Oo;Q8gunVirLlTjKaO;Y1yWahw+mWSi!H6@<`0f
zmjQgAbGr-I+pg2^1J4F%`ZcyGP1bLtRZ$nux81)q3NPZ{pwn*|idMqxH9H6s+WLZ<
z)Lp{cD#lsmK0?FvB-`hxP1ALQ_{GD8&}enP^WHia(d*W*ZC%Rfb=AA>`wn)GkDfkD
zNR;S&J8=r>0XbGk`{|v}bfTL$zqtwo>O(Q|uKct7I-n~^P;dWjepCFTcXRaFKMrX_
zd8?<kSQ%N~2~UV!ku(O-S$%tiTIKGoxv>tQZXH|Peg3uW;@utmfOXb?6~b__+OjoL
zG+Ej8_7>lKCGnW1{{_OHDlALynXi(3Pp~NjI@rRZA-;iQS&J-PhB20?2rf*zNLLZD
zNN8Xm-NBKsqvt{y?2I|dBcs0gX7pHOiZ9T)!SY-=gg=b7u~gR@PBbR+F_vEFw(pD4
zac?=SBY{2MXd1qF(-F+w1_3*jBICI1<9UEgg{S$;O`FSh<zRcPM^>e)_xAfTK*uM%
z$m?#~qUz)R_Hy`2ukyP8sjql~A=UOC;L{V2--wRH)3@3a!n&oyjH?`yXoY~=cxlU!
zo=9Z(y>2nakU3}`KOVh)_qr5xoa`0afqWmZBN7f+^SSaidis=76z~|~v4o{3B-T@{
zq$rQV@Yn7+LW-Nzj*?i~o!Mf2!PNB{5#xq1Q78rD>OY$VG6Cf8LjtEw;JV7JX3BbB
zRo9+$q5b?61Hp}3eVa#8jdf(?PngI7cT<b<>nflfy0PXdFJ;f0%r|grpkX4O0L+xm
zMQce130)EXR68BQs92)rLxBi01?%t+#YLCOh&Zz_^ofs6slnJ>^|!V%14ha9i`WB+
z&mC((6)^1^gJC7__lES5cT=5v<|ZX$KBD%T;Huv5JiU>83AFf)nW!~)WqwAp{48>&
zToC=MO`jyB!}5G$NhX!&;@CvG5qT-mYP`hdsQdDF^44gwkJ&`VOWV~-|MM}Bi2nA5
z-<zctse<i|I7vXfWWfl=Ms|IVe!;>~0BV4)=xl3)pvQ<|-72+MoeHrc<*K|pK@$Cm
zy)79{`P(I*u0i&Ub?rbpD0yF+Sv{1CoZifjjc{(S)B!yOCRg_tcNUui@{o1G;kqw6
zAHBg63@IWkX9-Jbu{HDu6w@dyqrpB7fZ&sGDT9HU@b5Khc1`Xoqtb_!-S^`HWTi2~
zL`C2YBnc(e`PH7&W(pYTqxo3)Bq0v8Y$I$de3O|)i{OlTufQQxESJ!rEz>&UOnB}W
zX?~<%cIdDCYnPGir)~;=X_0%S${aqlzIrEEhX_{9ij#_!Ek34~cw>n|`De*u5~;O<
z&Y*|7F*(J}+lNEn!Doq=yz}O?Q=n^8R-u}?+X6&4jz+XWb2TNEC8;P^wL3}gS2w!M
z0p=itm+lmMCgDw$p7_oPFf`kxCO&TUgH2`w*A{j9Hg!Mq+VhsQ$X)Yx#|ft*p%Qpp
z`$#?s8ebu;00(^;?9+_K^8rFGhQ%1mEs|iL{Ma*vI5`7Sm~!EINL0FR@Cb>Zg4|C%
zRNgoIj(D_j^Mdci^%^y7p>bBI6rLz`I;ojgWC3=ZfwDK|a^WR@!$17mJ91zM1;5p{
z@|#KN6x-fp_*jo~?~Up-9r5C_e$>V1&zhv-MoSY+Il|hk-t*lmm4*b)hK%7|<eK0N
z;D^{|g5|miZ%p}afP)2Jm^y#N$05z!AO)C1v|+HN$3HMy!1WFoYrgt&@IQ#7JN2%0
z1=J{+ikKQR^biVK66)%rdegI{X$)@Sm+!*SRneKC6AxWq)r9-wTMP?iC%}?1ks?z<
z_(a^mz;-jq`F4r2Y2({75``?sZ~p|T+B?Ts7J`T!EnK`6p95^~3C{C>Q?^bkewl^F
z3Rtf27p6eh)zXqKY?gnZZ=)VcUFofu$DRw@*Jra#DdA9s{Xs#k=sN=KZgZ&pdXQA3
z=DL|wvq9z2LYQ>FrBD+zbKF0J(k7I->7KkNn&Q#}FN$Cc91O!L5D~dwsk_3%;s<41
zae0~-!k6?kbsNyJqPw4gG0HQXwF5Pl_UKy@phIB$orzA(30@9wqf~wstPQ&)0J;tI
zP&I(rP{ObJf}BaLdC_kf$1)rTK%@vJu&3LJCHVCS`jMRq+^fgpUUHf1P}6IX&t#)i
z)>c!@SsZtx=fFB+^{RibsAN)-CaXlOlCssw`j!e0wY~s$vWh4aZT`k>4K$~>Lci%^
zd+%^LW5;>Daxe6;^by}f`^6;QJ#d(#!hh9FcI8Xjgd~XAJ+e@@WnGbAHArr-pAvqJ
z0%iod;X_ssWx0-#qA$b}5)Ue+><*)>eCoV+pi@lf2>hofPSg-rCSKAO$PC==5}F#G
z02I`6NcSNc(XYqE;`jIVTTPb-hO3^@f@L1=Fs<HTo@)u)+53wUfY!;nLlhg*3q_#V
z%rXq?Z^SQo_!yXu{gozOv`$p%=2TEd=ZG$<qOC`EM-A<BltkC+MFKxdiGj<wq@WP8
zkR_#R-R9nn`bjuA+@*=9W@6L*S=+Mi@{p6!lVG75&E7(5h8^OHgtRasZ;HL<bRl*)
zHBA$#aJdPxPf@=3yVJNCg;X6B^eu3U8nAH<<Y4;P;W^umG#Y(%Gx8eS@GAOU=oMmO
ztwHC;QD@V)e0#H;r57dRB12&x8R^Y`j&hsAIlRcP>0vdDtNWU|ElD+IE`&Wpehcly
zn{QsM67Eb`SOcj27J;DoRhztqa;5_*8LNEH356t=q`L`_&Lqo2T(+^*n*UI_Y2bZt
zJb5x-aCG5a9X-LN_zI~PMW1hC=SXoU@$(vx0($1E8enfHee{kvpj`Rus@kl~%>q0t
z^8f}}f=S*=-D)eie#B4BtnO`WevEOf9(#k>Ou|#*^_Lb$T?B047ft3g13_np@Buw0
zlQjF;ctr=HuBv4b&k_vc&&zJ-jx7e*VoDvA!cPj)dUk?rO|qqn#_t-SiE_u@_%YT~
zORb=-a-=Z^V`G=t5eCmRf=H*TC2-=7tpzPH{v$KG;ERlq29yO&qw<-)bzz&ZLyd8Z
zRQO<?r6DPl%O*Wfv4I)j#S(OC#AjmSKVuR~7eavx0^hiU5KZb3J+q*~BrapBslFky
zrN;tr_5_t<$HD=>ihBgAeR-0CX{)(%HAs5WAWe#&n`=BhLBn?eTUA0j3zI1tBH-3-
zK5tAC+}yVhX(I9K={}z?9vvtb$+W+@?yp62zda}T0(PFs+~P?#RWra5bj=5s7c_i2
z^hVQT!5WYRn7%RRF|d?9=e)@H+!8(EIF2BGq>?t1ZDC_*&+m~&o7sI)3G}qIFA3Ui
z5bwa&Bu;k*k5#jf)?b6wqbB}k=^SbY?u;OypRUPT22`|B^&>MrgEZ2z7+Z4#=J|(d
za^3IlOfGMS&OsylXt?s!T024(;`{ePQ>QSwpb_w(W_M<`7P0%bjBA=?nV!t!4=4oz
zLV`jSDM3ACDdxP1gvrfGPskr|JN4rI77197)MdI2y^BO5-xSNvoU!uzJ00AV5~5Rz
zp8<mmDEo@|M~IOcw*In^jHa|ano%@-<nFlCHHYhWr{p@D);rkD9&=BFmhNYWR95JV
ztq!9Gf*#lBLn6kS54L^oHxL{RGLK!sPw5juYd`ME2Eu7|ngQ1+dWG;I3oUvR5Lb~I
z@;1vN{j;;}o(6i*jos?PNeoL_U2pHZ%c$*VW6Mo7%WUlt6Ok2tW6ehcM?;T2%T)a$
zR??k2=T{l4U9DRbd{-~RtXcV-4g|RV&9M8uP0~um7z@LjJ&{2&JjYAcNHYyrOxmEH
zdM;e8z*53eR|6Ose!#xkoUe5OC*L(0?D(Y)lJB3e&m|5fP2)X=Ct`Rt{c(U?5%FMc
zVYe8&O@Msz1b~l#IDy=N@O|BVm3@VPGJpU;oKW!Ktl+j7TMWKk#NQ<xV?2OvfcSy#
zfGV#2V0xHT2ZtHHgqT#C)1dqJseLG&3kh5y2waWgvqr*IdivbKd-lS&TSH2>xb6R*
z3)x}_-eL&Zs)f^}`%n{DH39S-!uA}(_1NI}&)FPQ=0^)Fs_ejoZ2bt{`Vq3#^tC4m
zwkHX$=Q8{819V&@b^YG~E`P9rKez-d9ShSxfC~%b|5aXz?B|mrpWJ^0T>dN6=6?vd
zd}jFkH{Zr5?()BU8w{U0KK}tW`8RF<4QlyprK6?$uL1sxaQW9@f3qh4+W${m|L`e)
z(JX((mHfk|{Au~$X_o&i+W7M;e+ZjD?91m2{b&8ZWl#NooRWX9+xRzU;{ShK%iq~G
z|D9|3bL1a%=YQ!o{?0V{7uQ0^Nc%rXLh5jb`lH*hU0C-JD{7nbXq{U>c64EX;ZJ17
zZwV~73=Smb0};c+$0OB+6%Go6<0K*oA11is2%y(PGUE?~gN)wJ@!eIh!$P-n+YN<d
z==%1-0>Dnnf5~XYrpMnL_k7(vWO?`}w!}d?!=d!KvC6X=Oelw1Fz<v-YD^>6k+?!A
zRGwOOv7Xa^NEP45fls83(7!GWaz;WUiAEi@C+HA9?iVW6IhMCJ#M>>)s(LD_@ahcS
zUW=71LeDkpFw$yb0}pafgI7!wRfkWHt;hJ+Zigf$F2+~yTZFBsm(;`t!DkXC{><vv
zcZk&xJK&qveF}}>mtFSkOYFd$MgL48dPkZagrIp_7QFt=m|yUq75Uhe?Q!#$haza+
zk&K4ufd?{P>Z6-aV_6^1R%6*JHENG=<c3Yp@#(*VJR!;G>H(z8(e<KJeELwit9y8*
zAf({Kz@pNby8K$r5L}>F4nP=GgEG0&zF&c+KxqjJKz;9aNj$#safWfkg2^DFM0f>H
zTC$9w+&}mypL+DX`yJOQEW^&eAg6ic#aQ}dePDgSQVBZ0!t4zK^28HDU2uL=HL&o{
z0oP+?!}uo3M*waIjaH_%koSyfId}Q&V7aY71dL1Hevjh?d7K}%^MTju3<7@_{x!9#
zUH#E!75fI;og+HOhkMIv&7-SfzKMv|&*5=Cwd#+axq>x<Q{R&}bUx<!>kNjW;GXQ4
z|9p;i8}6z}7_^6V=Uk>io3+dXI2f#JsZ}@^*>9e6s4F~2hwf}^IfJIv#^p=@LRO8G
z2Wnr1N4$-oxT{L-2cj1-(q6}CrKg)Fuxr90awLXzzSrtxjg;mIm1C!u!sYc&`zo~2
zI_evXCyz%cPt>e&k{g_jk)a!QK8j+npV`QJ{&-h>ul6=I85}`?9DUuf90L%NYQ9%!
zMf##Ey^@<NC_e;JV5nBzN0;o+*b@Io*{naYCF$|vn((;Xs3q*5#t(V@d~hbA(HP!v
zQcBrB=`Th8Sn4K6q|7K5KN#O{W_=PE#i^QR_k284s;R22?5(u6vMab_grM~_-YPB%
zHG+JSn|L6lsE9{K;w{*tohWr?)facjEgXL~05O7Ro|!U$wWeZ6<w+#QgNyjyGcwbd
z61pi!=(dy<Fjn^~ov^OrbFmb*{A6@#7LU$dto`OBqA`#-y8%~|H@={#?o-}kXw+wQ
zxk`Ie`IFe^P>a~G`sbe3#H@qC#sY6@+DIG5@SiDl!1!3p@W$weg#?Z%#JOVvRpuEa
z(IR+h;Zz9>YwC$aKr;ln1g_wjTE4MNo?s)4TC$^|2<a<uH&a}Qad4L|4W5&!+GE!-
z2)sEDFu9^;=wxouG_~UwJ5!znq#4e7P_15xPwR$|*AaA-fSInxH)KJDX$@Aa&It7x
z?W4`8$()KKQu$tnu^1e67Co0oy>1~=mb`{-G&zt_k&j?$LY|0LsIP&5z-T^;uc={h
zxdK<ORn<S(NBaYHpman)QsE3LgA&KK$+ihaf5^*1l?Jai9KkxzE%jOr2SWR{t{<70
z0-lMV5qY9sdabsjuG+R`_>`oE!_Bv~BVVqHZV?VPd)xXxYrwupVWdzStD%kANxH9u
zwpn0v>cN)-=dLgt;$ic<inw)AOu@mv0B%KK7vff2E?}%9k;56CX_rTeQNglf=jS_H
z=|`U!5UF6bxRm;AxaOt44yXf1Xa`nMnf?V=CT}>Kfv&>1;uJ;fhH&@LXa7v$sRE8;
z9R>hx$C<D*L=mJHHaAKq{QFmW0?g0w4M7WC=fml?qwmi+bF_&lZFa!aJ-@dudfSS<
z+aVql79J_Rlh{K)V0?nRdU<3i3-WIj=@+D}a^U0+i<>?(OO&78p1Y2!QV0_DAF8t)
ztl#@&9ZUs|&TaV~=dPM`^}+VOj3i{6nR1)^uTYEZPRr<`hHP_#$a6$%i+o;m87zfB
zk2JPGdetp^)LhBe=C0P8QD_Efw&HEGVojfdLHItU8v@_RD3m0a6vm3FPgoSuuq8-l
z;*Z#F5t?acRgQ3vaM2UP^ll}=6oQ!P$C5K_A821vv=6Wsr%-F=menlL+Wgi<X>@7o
zRGOLAzE>u_gunRcq842}{Kn*CPvSN4fogqi`q2Z$>xJ41pz1DY{$>SgcGe?Rj9G7i
z?+x<UfJGdPdBo%h_7iy37Mu%YwH2vC81tybROYeimd_D|(TEIoCFq`xczDnn;+Qjv
zp7%%arwe3H;?{i)s?xOxRI-z4@sD!DT`NL4FG`+#kKXT4HMo#goXp`T3p+^WAkeOz
zl5!#9+QJtUsXTHFJu(iE{iX*f)?o*!X-5qi1oy_MV=`g)a6+z{Rk=`T1qCc4YLP7-
z39Tr+Ook4)QJJ5uC)j?#C7ep+JcK{<vd<iQL8IsuG)f44F|m#OZlW45Y6oZMk=JNI
zIQB}&`fWo+`M}|_!=%c3x^u(wMbx@?$f;nGwPb^tSG5-FX=S-OD$5xckIO^Yi%Uxa
zT=EMk;eaxZ#P<1@dPxEZ%&mzE3R|3jTT8fknc`{~M}YIn7<D}#9p*NtH417Y^DsaY
z+S*GB+Bor;xuM31O$mEanL(Ia7J>WZPft!kT-Rw40tbnC$?#crkk%q4uz*v_`WF^E
z@)44Mn4h>)<qFYv0xN1QS)fiJ#-+~Ms4Hv*t~?Y;i)QfNfE1ZY5q<Q@5Z+y85Vx33
zJZ<uEw-^TkC);)_fjNR>!Q>}3`!0LN)$iq9fIW4SG@sB(I?zos(DC|BPG10>R+>XQ
zE^H9wRWR~v?#9h(r>qdL<;1xkZ7x@I!VrPIEl`U*ENxX_YJuu(XwNZf_O&eN5YCEz
z;mV}|UUMv4<4Z5VG+sBhZ$Nl*7X9Q~jL0#SfLZmv=CEahLTGCp!m^&^faH!OjPMba
zRdR%17e3>`Rl(%SYw+|J-@dv{r}HaX*^#y5#>^uZi`w&(Q4Pq!*-(?T?i@Kgs!*Ld
zCvdFtrl2<^2na}gW~$j%H^Myz8h2w3JTJ%UOL)C$(Mq#_gTV2-Sihs~joU`RODdfW
z$yN}CW>r{K&|>MJo>s!ZgqJwwgU;?WDLVx*;d3}W%~3gkEa1I987S0Ct@Aw?Co-Li
ziU6sRK!cUrT$dUwuW(=kHEC-zXd7|=vBeiLs2tjd!Y9}Yp9o>6!o&%aGWLyPr2E(&
zMC~rHXqUIZ#tgat>?6Ieh47PaapSeB?B9OH4eNX7*uK(o>EHH85VzU2#h=#XW#xR=
z8QRYM^%-U|#YP$RcVLN7*e4Bx7(%iE6(VsN+Gj+Vurau8pWPB++r0DHd-SvS-4q+A
zS)etZJ-sZ4*v?hL=imyLfqioqp?xmVvhJ86Wqt>3P$5MhpTQ^&m?0J)Y#}BQpQBHH
zF*gy#%Df}AbG^^7ZN7+N)#Twnw!+E;Wn4mn+hpj~qht0J{<U36XN>lC6zq0EnkbOp
zZ!QPrgt8#(eVd{yl0^^5UI$_V!UlQ*`Z;YJ<jL8s?g?BGG~t4_huIt;8_ezt;tO|z
zw+duMJiQ6&!Ag~Y0^|;4FYI(0AqvHjv;-6_a%VX9{^2B-=RTJ=n)l<Xm7`rX`%6@{
zt`EL|{W2LD@DF}+<gX?g7|Toe$N`Sk21H4~&fMP(6GuNY7+(6V*CN_VzRiDIrdcx-
zJOEFdYOGaRwrO#`(CUoiffB*!iZ>eOjxF2s*k{=mgTAK?bwj)FWNdfR-_w*31rUJq
z%0eKxqxo*h7V`Mh?{V%i?$t(5i@8GQsEv^55ux5hj9W%3?1GW%F@r()Ol7`%>&K)#
zgQmyxMq{{xG1)w7S<8voeS`ofKA8><rGcppyOknFQ5CMIv)dX$qM*T{7#r)Z60gs<
zH%q_ZXcT2|am|ZJ;REe@ffJk=q$8fI<pxRZ9250l+o#N!>Rt1L_Y}iq0Jt!|p@63=
zFUmiIkyB@~XX6ZyhmI_^F#=_21^=+q##{x#^yWV-+TOeZJ3H+D5Id5p;bw8sG-`1$
zHcGRMbrGA%jSCsnVeFDCq$Npv3)}sD?5UI)kM!!^(v+_$ms29ZaLjH}wyi%ew4k)E
z^tJ#+9<)aJFl;iC5`#6SFo)L}H<u7Y_~n{mh_X@)d9S0S6J%IBGKb>(Pnp2adnHkP
zU5Qy^{VOH&Q2c(_Bu``(cr2O##)L_Q1n#3N@99GkAm8E*x5%sfE^jC2q2YbU?_mm1
zyh($_UNwX9cB*!#wpLBRkO$1fh!;(fIeQAbqPB_^n!<R}u36M)I(-yFu@TQe%_0+2
z05UpBkN&&X3?-5M@E}4!8e+=KQ8<8s0)J|lj{0D3we;tUv6O0;m+8x;&fC%VjUcqn
zyUUy^ILhRqX*QZk_dU09YYVL*Ln}43icyCOPo`V-qp6&RB<&3kRGOn6yE5^EKxgd&
z87j!Psn!Fb<}H!{r{oS;%)Oh_oX&upk4_wRE}z_9<h$<IjYu?GVUhFq>HISSh0@C@
z6C2$Xk|KewkN2&Dfjfs%mN=z$Oh;GxBa|QX1L%S?idcQn^+7`kX+p+uldtB{Y#aw-
z=CZ6P^Sochd7%dcp%|q*93H?<2Dcoi7rU^4txBPMh|bINw#W0~y(kYzjC5Pn5z6Y_
z>nIj}7)i{x>r9gyIa;D-;nkJ=Z1guIpHQ*Q^(7w`x3^f}q)_d+7Pf$Q`9YmGG3jAt
z20faXN4f_CQ^CHGRL|2Rk9=Au9e#h1HuM>A-PGsD&$AI6jMhEjXLe#!sEx~BbypP7
z2^WKzFD1B|J@Y&VJ_}B}hmps_V4z==oSaq^EwX$z*fJw+82-bFAVA=-f6_HUge`W!
z*ipX&36Zr(dhmqbp89^-AUX$pEe7Z$CW!;5%$D)MRXW<?H}6(98Rt-2xUDm)<ph(U
z$rg$rPdm<Kb?V;1fbPPm+3(XPwqLc0OeTvvodg{>MF1Y9t%OUHkLTIrD2PaFqxA1&
z19LHkG5Z~FM~ibLO)gywBn71=bsM84x#h<{uH^9t64;xZ#pTa2+sG+gV6B=4=Wf}F
zRdx_5lG>m97dz-4+128)w`I^-JmAW8vDB#x@2+0TRVp0Y;ju+(Air5rR>cmjAVX)U
zRI^f=oiLsWVAQSGY`C><CvH{gkZ5A_c1t~)y{1AwNUDR9u-LK#7Dw@CehUMlVh7xO
z)snBEn0({ll}(x0#dmx+e!}Y^7KI4Ke&*2V+UyQocDCGKMNs+x7FykYD@5OVkWbbe
z2ESj<ALsZ@PsozWZl$*B-9<7$aI<;4y|m}WWsCrH@*s4jp;-ylh>iD4$QA39UXnp;
z$~C6tW|)}}Et$E6rB@=LnW?@@ozIz4IR`E2N7YriR8oFZMomU0{e5?8aA-uQW@H~&
zBeu;)PeC*+=@!GOeAQi_pVBj5FIXSf&BjHK5s_*cNf9E7z8^7X?DP99bHT$M$9o6p
zqH+S==W$>s>5>Qa`Mpf$>J?Lk=Iw-M!z+Fi6OARM)=Q_}i4R-)?On!|xjbw1ifIsp
zL_wK#z|o*!xkbx$qjpNVj+{Jo;aF+av_o1koV~}SCmv<!80PWoGyj=Q5WrC7tjlSg
zcEgs8+LYR~qy^+uGIYbNn)s0|lZDkvS=*X{bnVsol=~DahG&;qu&tt8t#Xfv+@^kF
zOuZe-tbNJy-gVREUhoT`JhuP+JqGuTxEy167L%Y1T6_z29#ocsD&KxjUlk+jjdsk|
znKoA4DMG!-n6-d|o4F?dYxtnYjyWav0WU~<zekQdX#h%zlE`1|f=|v|beR4}IfGdR
zF);~OunJ=~if+KyZi9f0ZxAO5Noh$Hz15SfTaChzwKYR9FwvlG3ogVwDrGpY;a<is
z3Jmm)B2R4$7VISRny_zBY2MN2;r(JExa(8;XbN_h<Hr&t9gnl8Ut3VX(&kDl%+LJm
zWT2A*IRS}0-sPC_JWJie>Us#@Rvx<jBvInsFiDzbSk(_%1ntyYzP%QZi|;a+yIIwb
zR^}=Od?qq*9%<Hp&(#<B`u-a+&zenk#1*a`Ag!2|B(WC6{Z%n|4k;SiMcR3?ta682
z%74aOd7kyNklSQ!Br!NqP~3r>`7~PC6Lfna_2Ng35eYz<X5m#iBSn!OlL=LDa8ly`
zSuS0i#FfJd-?r)8{VRSAw+tR^75-8oBWWmr&4@K?f^unfZ^q119mAqv4%V!MdoeCY
z(Je2WQ@f0f%U~X)g>8!jgVyoQBIY-hhdL}BkQ}(!1zDw_L^^-`ma>PY9S%Ueo;O#n
zIGt3zAj1CF4%af~>F;dQf<-bhv<TDw2;nnQH8!>t4D2bkU9JsFcshhCLo%dL!?07Z
zUGX#0WEDv+b{dYNB3rkk*=-snlHB%PpXaEf90!+jZ{l0f1DT!K4jwjzi;bJ3mNo_c
zq?9;<rT)7BH5(_*Uw1#mZMN&`xGPKEDH^v)(@|F)8eQHeRb+70suRV3?zN*Pi(7^R
zFNBj-n|~p+L2i#=IpBNe;|mST)yH$6UuM;=N)UP4Lq%GAiRrOq?CFXcN}oVTL$r&F
zE1^uFEWnKiBlyOD1wbg;nvIB`SE{nBI7g~8;dvigoqum0zZ;8w@Y{YdZJqm&e}fU2
zD@kI%IdRth)+%}%<L^TRPmLZ0>>xz(!3H`yG9y0@?tZ#!hS-4pib;GJ0zDO7j4fy#
zH<q~5*g&$SALrfNo9Qi)>VY=?rh%^EcOM3GO6Hm5JAq6|OURO@)$eQ%xISI+en#|)
zOsxB?+k%gpnp53jkrGQiHPC<S>+NA^l7!Jja%J^5W=rXohouU6^gr0+Bsrv%qZhvr
zfUcu2U0PX-{)!MSg|2KG+}!)cPe{*BkM4Rt`HQZ?TwKt?i4OhgoaD&YGxIyO23gXW
z;l$*CpIfT7jj)N7Rd!C;gEl@0<^v*KkayNR<C!>|fi!^^xaNiB>p3s^PgX!1kx8zH
zNPOY6FsjYn41#IjoRP=gQICX^8*-|mzwFGScl%6EDB=OsNl>pqs&;ZC{pE}z?xD45
zbABGEg$qF!j8Qc$YZ|i+ps!1(&7clkhyG}2Jw|sUXjj+`;1RT|8W4GhK<ydIZ_%?$
z?g-<<Vp0#QEVF@I!@@|+tf@x#uLM?g?8Z=aYho1VDVH16m;on6r3=Vb$zv>6!BXkU
zwNMx5-~K_>m67OpvQZ+D$)k5oWwX9Clz-XGq33DG|5U!Z&cOV2UykLXVq>16K83x3
z(&7f@5`H57HVOxb!ywoO{2(laq!|Wlz?OZo>~w3@O}QxF@jH_sLMQ{-9_ofZpLo`|
z{(#x{tZyj>_z7)RZi1TP{i)sU;EeAY5?=)BvvHYFYK6N81!ybmwi`kUu`JuPGwgd4
zYlLs5Mr9(;`(AwC-I#dN-U!qvCW2t{V2Rl%PyrpF{r+B*kUrh4DQ4A3L>?U`{b$&{
z%y++ob!cCLaPEKwWSdDfjks0b<ciuQwk*GEo6V8`6<N_flc<`aV$;|UUUQc0uwTuR
zKp+uH9CEJP|B6qzE7w2V?O;X<IEa+h&&wuSBIANA!$*KkhnOQ5CE65@GlaxNtY_;}
z2C_^;ZAS;AGl5g(%zR#NjUXfOsj>PcaV2u3dsKxR0$y_u(Bz1^SYf_w>DdriI=0B6
z!DqyP?(mO?zz0H6Lp%&JrngRRg?8RO*B=Ge%Ze38#!`+9uRDG+l{Ts)-%(0fG8Bsu
zNI1M55J}U5@?jZ`@8yilH-RVA_*xU%;EE0i4+^UR7p+#?=c|`Xjc24nJdGWuCSV|I
z>{~&23*;#Z%?iF!+0ETpKBVSxD;@u8MtUw<={iL?BtWw2;=E{xeCzc7+)>#gB15(I
zbaaOEd{kK4-#d+~7e!;8mW8CkbW3+VP#slbqW9H&dOdeY!Xx+Q2s&5}%3PdyZa6{P
zuQ*4TT2-Gm>?uYK6RF>*x|-l3`HROaYN4z7wOj2J=z0K=eircp=JgQ9Qn0{t$3yM+
zG<M~;{<><#X9pL#+i$7twf3eEYG}mUWw&<5^p6{k>EF3CXnyrr&v94%%Gr$VC;r~t
z(K2aoBE%o$qTFj~W6?_>Q&h`Ps<5zaE@SG_<l(+^U(`Ph4_#9tsSaCvWDuzw&#jb{
zh+d&e>AKcpJ&KJ>Y!YW6X`^aI$7vw(E2UiY(1@IAAkWdHb-<cFxqUEK5O66~Z&-S!
z?Sybsn8HBsA+p0li;wVet|Aa7xs(M*M#+ZQADe+dM^-%oMkdo!k|1)~=$cO6hBUH;
z1TR_Cy#YN5p1xcd)T){>5{5l<Exi|^A_S$~g5<GA&n6ud@MRK0EPe2#-x!og9-V~E
zoh(*yFL9@DkxbbBcU)_J{Pfqx>3)WrN>Ox?`JpJW`XbPQYu9TP|2D^uUhLft0B46D
z|4Yc5Pm2qIQ_LMQ*Jf)orQK?&1Mv@@$GtKbPHw-lL&Nb*FBvru!Om+jrRZ~4tGV>X
zYc-U){u?5P2r90EvzDUGx2?l@mu!i_E0u(Z4A8}#gN0(oCp8qf9sQXJ^jG0jg%KuH
z+NCR-X27x1v+1g|!fkesWh1X;)AQw^^Kri@00pi%q*7usK+w@J+QH)Ea0GvQ{e3qC
z&h0iu&W`;>@G_Mxjit_kziWkFF%dVfd;WXM)iS}!9aUVH9|MImARZ1^fvukjWt{ID
z<F0+DcunR7>f*>|{^Xp^RZ<|!UJ`P+vUk`tflm3+7Do`ATaiBYW<^YVry^JfG*|y@
z9n#mZY6m@NTj1Y}-l^M$u!Shdtmee&=}`7y6JtuWdYSvqP>c@R(j$`;@EZk;BC)cl
zShrGh^Y~ppdnSpVNUT=2(u4fdxxpiI974pWbNq@?p6UhiJ(VgXeSprm<M<w*xf?uh
z`G^^P$!n~>xF{?dBtv`FaW{EIvv0x5q<oaKdC9IHcP9&nQj~Td@DT0PD2r9fS-2(m
zIo;u(N@0x9f?5MRW@j=yoaX2IeU{CaY8uDm`39XV=(lh&+_StQ*!wvY9?ilbz&ivj
zvUV;I#5EZ*%5YHBXwVK&k{7bw05CfyM8dIOF~wD6m}VZAIFz@KurX|eb)afMAf}zq
z>p>ep;FsMYT8<5W&S`VJ7@%S(<7^rrfV*QN@E~Wck9nIzPR2}<c_?+=Y5j&&==D9d
zU*Tz0+$zHvp(|W_z-IoO_ty&c^Lg<3;G1a|pH|rSQ;LYBTS>APaES^N4_Uy*&;?5^
zR9Lx~4I^)RkqUXPm47%Zxd0_(gwSKCoDF-f=PJ<q$=mQ?AFPPqk`#j4R~Yi0M&3ZR
z14kr5^`QQHKU2X9?P%CwBlWzQe*JdX`pJ53s+8(XLy)~$x@Bm{HVj*45d}_Ss!^<3
zgs};VUbk+yRA=q0*ZLMimnG|H8fq@FjGvXpKNNHBo2s!Hj(_l{3FvepnxF3mcF3jA
z5pgDUOJc6^@kqOZ9gaBSK2q6Rw<%JN?2^w|Du$Ri{E)@e?yt}{O5SJ1g%94hAMg2&
zq~IM&jxhDa=e5VF(XWwkOJt}_>LHTefNb17n3*2@To9=0UhP9$c2}lD(i$I<!6wZW
zEI`Q_<!)FUO^vb2>jZG#c43||ol3-4^-|)^atzYgN=xf<QOk}KVxG=(R16=@w{b1q
zx{dcNVfeaE<t3pAx(P8MSf{J*u;r1~vZo=@Oq(ulP}1M?jj6P<l01u+tEJY+Ohn>k
z2TV#HQ1UHqA1E56I|rMsPJjlq9h^7!AsVRj3wj{_PatJqWM6(?G9U-wL=aBsY6M-D
z?lGV$;C8SpgzhAufbDIVL4HCb*qQ$GM=b-}&*GU8th6z`d;0<1V=rBE|DoKa4fb58
zDeML_xDF?HmkVsCBP_L78OMp2;Sg==#>>!_AZp$(m8c$E^nj-59+k)*T#Nvh&)x5j
zA0W;m&A<K~QSkpz_ZGmBD_gp5x0#t4+RV&$o0*xJnVFfHvCVdyvCWKaX1AHyZDzRT
zea=36&&+u<H*UNe@m^F&C9O<lNy;oKs@A9f|I@33jfL@Fk{QeZErP#tyMM_t{11{D
zD#|kA;{QES@ZlGtK=6Ot!Q)Q|;Ln8rKOljB%>OL==ldT(!GD&?_)m2J`~3g>`d8b4
zmj1v2{wbRACtC3Tl79#DpH3?uDiVM7$iD{){!K^xe-9}5hndUYfr7v5wEPJauzZ|(
zz=-+Fzk?ZYD*k8x4i9%P08roy019+xo)gYxN}5lhAt50PA=Ujs#MF?!#C`Iwp$j2^
z(UZd<Afg>6VyC1%6+;eSCg2_H`Mi;dX^**Tm%}@4@3r6evL8A@esu17>=G6?>6qjD
zkiI&n(|kPF48RDEZ>)7Y^HC|}$nvKj%4j4H2rlXN$OV$T7V=YyE*%13XMA(#r_ZBO
z)%gT&dO0KyXd_aC$q*8L9nfmczjwktVa{1s($w#qmBP=wu$G3UULuGkuAnt;pwn4;
z5?E{gFjDdL>`j%M(4BM8eSbN`O3IGZL~9&;F0l$>c0Wq+TzUSf9>+?pz5Z(hpY4;k
zEfGv3+6{X`9%z^-ibCIP5W;)WTnvU8$=QV}&$h-kjPfO$7;)GhCQEGCktVY5`yrpk
zvsc|v(C<6}hc-U(maoiyaX5mW)u*-oXqP-;)cQ)fSR(TX5(K;aV$!(g0@-eS9w@!_
z2xiRid_gMwOF&!V5My7@5t1f0Lt8Nk-O#E9(6~9t4RMg2O+v*f9oumSwI*j{;H7f2
z`%IQPWNTYA{l5?wJ*dCHWJKdU2=DfMmq)$Y;UNQt#vPw>f}jbWg7il-jDmM2+h^Aq
zFdy#Ia~q08!hEUQnOr`KnXK<aId^H_hh~a<;Y5_+Pu>Z5H6Q9)KH$^|w)?W~#Qup#
z#|5X3&dEv^W`}1jX6Q^G<~KK*tjf~Xd@61v5EpKJ{lHx<SKnN`jVNJ*EZiv0BPgwC
z&TA|2EIJx}((IWbF2!<}>zBUBsd30aj{vOD@y;~{m<*(|y-t0EiLDO@j~>r9o&sD`
zLg=47>bT@fn1fyH>U)!SL6^sRKFPkOd7}rAQO<5asJ!^QWV-uo7xx#$k2t)^_t!e>
z1DfvH|Mc%r;753%=l!L<y*aT(TneJc;h?Yy!WyL;AhD0bOR9p$MMDonLcot6;|(+x
z8BZG(ds8Y7$4KXB5CgqqNVcOq6aW{pi&4uj9nUR<Knw+qf)y?Butgurip41*Me++V
zqc@@sKQdz=WyStD_C39Zr@>LmTkx=^gCR+fk->B4?7Vm-9bbAy^{b+#xy5l>t1=l^
z%0#Z>`Z2AoOKP)#863~tv<Z~+gcGOin63m?7U8cIZbubtaZL?D$+b%3Z;$7U2jOs+
z9sJ{tVveD0ryv=MytP~XS$dZ0uA(&st7{4iZVo0#SH*4nzZmHkuV&tjs}vZQ92gg+
z02?{7#P6pYRgp5PBBxuL*cG#*t9w1RKh1cq_;Y3NT@SJgzCFp^29?1Qno1g~WBd*s
ztwRm#@S8hz-!<im4;~SM3o^j}`Vdz*EnZ8vBq@fgjq>d4glKh)iBxJP&d}<IC*nD6
z-~TNz?!Ms2jLidhGPIrt_BQW3JEF1Qsj(bJv~X8n?UJS$oX6*<=7Pm3I47Wyt!!a2
z_{x<UvL>ui{^3a>Y=g;fMoNA@;S&V{7|z(o(YO)WK?|JBkhmhEo3HQPHpd`|2%Z!!
zxR7Q*Q7xY})+3^$aYZ$fLL{c$O4s~!2JoKx)UX-95#^mz+`#-{;4uilnWLszLF__u
zM^RG_xh%)SZD|kxmc%>p!g!~2`dtkr?g9WNH)2|gPWC+vZMA&LZ^WVNKKn5604)PA
z#WNwcj1u`2`l&pq1d4_~^RqwGA<+}|6Wm6gR6~YMiEixPz#Ct}H-;LCx&)QE&y%EX
zO+6VC`f#RO@^0KZk-6Pm7hFnEEa4V;Dhl`Vx>Joe%pRz(aE^4d<2J^wj&+A@wT`ut
zwR}Xxbp@VN4h?WB_gJj~Hu=99U=5dRz|pr9xN&o2+EY0L@3)xd+`K;PeuLY2@6X-B
zen1;gaFCEKQaGD)Ifl5!x&`;Z>j?Boc$0m?HUW{WeO{X6fPa^FGI5f;fv?S9DyjAL
z3qy^Ab}2@g&&MnURcS+k<-hNvjOlU2aXBOM!0jO9&DF;~7JmPPg0Nr!J<-E*F}H2+
z2A30>J7~J)u3WgM3B?+aAcr+7wp{9ALE0F0T=*vDJfp%Hj3+Hy6x-*R-YKz>Z_7ZP
z*nOBTQH*76jK<)(xjczu)SAw=EZ_p7`BTP(YnkR$#RKgb%`;hZ$a<%>1$$MOpE_nQ
z^+HqMb^TM$E6c?dyf2Il*s<f30W);!R=OG4=^*cFK&xMy$<DanqQY)0%k;^i1SRy3
zE#({NO@M(1%`X92!DoZtv!T<T-4xLJ!!iH^4`CM<^wSAoa_AqW?~q^$Kt8#PiKj9S
z9Q?a06=?M%W>Y6f4Ooo=w22ZRIfj@Sz2udv+S8{n?wNv7i`vS`GNb2crDiP!`Is?v
zOiK2yxp9f@i$Kz@w=e>e9DyESJ3N8F0GL2MDq?mvYtP2?@ZQ+Q6hk(9>eFNB&(-J&
zx$3lP#Ov4ychFsJTDKl`8w)DO5WD(%Zl&qz1?6?El$?-Bkk4@D9$1Jt{9lNHL#Ikp
z8VU5K$!7|<jqFpCL&t1}1+mX4Y}0YE_`ZE>A3Jtn5x`ZNXX(Z{GQSr1O6DQPyTbGQ
z%?@GQinJxg9G0-Ph(U-Yv6i`vu%M0FNb9xbD0KTw>v4e#OE9S<zo_v$5sH-$L^sKR
ziGsy4R1w3i3`WYYr6q)3?B{R-<_T~K$QJwTP4k@JFygC4=S@|Q<DY2DEf1SOX!0*$
zzg@zv?dPde7nWo*R8l$g98VU;O5uyo5T%-HbH82(UOqL`#mzOGZ<EEvlwp7RgbcDe
z|J8JuLo%x$wjV97wDFVkIOV6T&1%Fx#)Hp11p+7+FlUgpIman-rmxnFzeczFStjXD
zQqpMhktnT$-o~|$^=lNTbkAH|yn%nUF0Vb`uCdU(vSf+A!V*Or6@a^u1ZmnFaD~;~
zbeFG4owL?;;cn*$EL&4{6#$KbU<o*ifkSzD1yb!=1wqx2&JG5}8+r9XMm4j9*jpK5
zBri|;MN3Sk!Ht^-&F?4oyvT{k21cNu?=sG0q0&2oZlRi{)_?bKNv-c)1{>>l>qo)T
zXv1Rq-17w14JjRj85q6bZ)It?Lytk07zJGY^}b33L*M5eA}&HX9q}+J8EiD^F2*)(
z3gMW#J|w_6x(2$t6Mc{^i1yO~E2}{D>1PT5?Z#`VSLTCH<I5CNIoSB1R;e-=`L*98
zqtrJxU4m(yoYmWg-6K=`Fkq`7?o@*ij|2$dcP1_`XusH`Dz5^ku7Db`AW4OOlHAxQ
zuUUTQ=zRos>dO@L|K)|a6_5+L)teh|Q3G)BnEq7cN~i_HjE)!-`VMgLut)DD0XTSU
zegddph~=@86KOpG96XKzo*Z|H2(<WlH?%=ie)|pqc6$H^kMcHzs<#7(SiC&!FdX2y
z7&Jt@XC{EDhay7Nt2jg~_DAg@;PD-ZUgS4`m&aPL-7BA{+xAD>U-De?!!C9KdqTkn
zy7l2Dvh%Sg+^A+YUm!M^{OqQ%1YAeACio4|Urz(vf8oXj76DKK3gs{aM>;5h;ShQd
z0az}~vw)<z#UA4}h#4RV<*7xmBRelhYrmRct|->8=^!&Dft*oIUws*i5l6G*QsX}<
zuH7MyZ0%n`C1sb!Yc0P|@<G{rq6abXEhM`qzI}IPf!7Ypln5yN`VFU@4}xM~QE78+
zrhA<Bvjpc4CaleM!+>^mD^Oo7?&__92h{SIRtaz6d-}&Q$5R2;F_yqH{O#F?@y#hU
z+8~lP5?u+&qTfG<xlva25gb9!JDDG*L<U|p1WYg(5I~$UzEL5FVP4&^3=575N(fT6
zgiQ2mLP*Q-Koi%-nHV2fXkp<8DVS*f_}#U1y%7t=#M0a?3p5O-UnO*>N)CAjzp&4Q
zI)>un?`^+*+z;!9Oi~D;I1W8#Ic8~9GDa=YOF3A~+~$^v`J!4OSR^44w@*?dGX$lY
zu<FdGtEZMwcvH5(1(lFMwRRj6S?ua*dsp6d)Da^QK|Daxfn}{<yr33FIFE*AK_DQ#
ztX`l3Y8|D1KJ8|#QG_q<)Q+Et8LV+U6o5x`v0FBu#tyeoQ0!$5If0*%%hrD)v(2#%
z>#iE3QoX~0x}Vou<Ql#HZ~}c2I(Me!Sv>PIt5{N1@4Y#<vYfrq*rdk_y7Ck{tLImd
z<lyc+om!jsNm}#)XO&Qw_uJv|=tAw|vf@5In*B(OcemOS4>`6r3}^Y??NOz_`Vkcn
z)l5sa4!4L{a)yF4)Ki<4b`B6N@p+z1Vo9g&x8bIJl6o(lrrw5G)ndp%ba@h*VKo5`
zpo!at*wM<d7GTtFu;iPR8z6EvV%<{Dc@X@7Xb5p1la%GiFBOaD;#Uq~cf=uRb)Voe
zSGGjaVn<>z$AGoc5lC7q{L;~hK2fnG`xViWw%ne4W?Jo+b8i7FAY>zh!x=gt*<Q`!
z(!&wZ3&O@HNDI5=+#L*=)Qx|plCkCTu*h9V)Vs#g5T)H%`=xkp+!h#F`&Q7UQmjnf
z#`o0h`%rUvB}nqqW#e85d~k9qseW@B^z1&l%E#qsZzF42F4fXC>+r>!8L9?IGyp$i
z#3(l)3rHH8RGhpluN&pIJY~l%qK}%+FV`<sfy(F<R%3$62?JYpD;sL7lsO7prmkF~
zC~T9BEt0rfnIsOy5=waP(~n+h%(5|!+mrHB>WX;1Xe#&v3x``9*joc;_;<p(WDkIA
z;%~o5eMuwZq=8w%o2E|8t_WWAl1kD$#2u4d5tUuR(12hnnk8~KkldD@7s&=l+mwss
zfVn-#J&I(`C!}0cV{i9v;LjG`2L2}D@)D?$iS^O`5?x|?g?8g<t<Nf^8Gf(N_vu#5
z%LewIp>FN0C8K`q3nxk>PqnJKr=m?D!|@%1FlTaYFH43OkMY{jh|89jFq;p93EA4Q
zncW>WQ*9l*?63g%hmb9F`h?sSX{I#PLi^X-*}@4-i__ktO{3>-i1ykH;w;(Z@1Cne
z-!8-sRtFlqwzn<k=apE#Yx?IKS8P&a>F76-U#_yP?~x~6;hll?JtRb2k*2=ymt8zH
z4>LI(nc>yZB5hyi7zqjr3GQDG{q=g329(CVEIJK3O;{Rd22`oanUerc5*VTaL;}2o
z(_$k?-av`g*(IYcnhIY$VmI{Q3WF}A602f3HgPID)U}W)s+4^-iGk1%;YD^sfxoe+
ztM#02wYP_h4^#+?ftrxTA>d@x43GN-N;-<BxNwBy1OLGKkz4p#N?S{{)=l^bcv^SM
zu*9++AG3|Mb(?KYLW%||26~Q~DsBD;!&Awyi$}ZXA#v>fQhsoJ*|q4nn@bw8L!|VQ
z<K$>47L#|`<9KM(nrD((F@{-}8Wll4XD}7QK)!)9!|3Vw#LRBX%~X)a78wfG{6JNB
z4k7BpOT_e0Pe2kiwersjhfKO=2_9KS-Enj%jh3LM{fiN#HVqp(i6TZI;gZPG{4A7M
zmGSz3@l>ORV0+am>jo~jTpmG@<!hq>FZ){QA#epaQcV#x;HGIxU4Qq7Fx3lMyRhsY
zu6PKVo}{myJPwFI5a8g3vlDbS#bAebNcBde)}wTYJeddCeV?vFj}sACJ?%P2gQdb%
z&>7jCX-_2t1S!z#mZE7ZT=|7SWcXz7pfio)m;|pw4N1_1>)vSHd4P7|tb)PV8NrL?
z3|tc?Pl&_WY{lNDKq|C!xC-n`zSEdakDYp~G6~T6+THdE(;o5P{hrMIt)_o7jLbq|
zzFv$HXmp6baLVrMqPm!=I9q<tSKMqb5lrJqt3zIxK2tIuD_!<}wq9Po7O&m(C1aiZ
zKw_<@{IP`fw;SPSU9vg|?$8_5Vl<!Hx_scCF<_JS6(>1%t9()Dj1JC>1$!6h>Y5WH
zm30f2a&HY7A}zyONpF#QSRa`!+18ZmGg0&!nyMoj>My3;F|<Z=-C%jEAq4fC@h3$(
zg;H{!wJHS)*Cyn(VJ`Yo3=Ly>7evWuMB(Ar0cr<Y&9R&urxtn?z57CO#DUY<pY<+r
zIA;CyX#HbG6$`X-TA$J{e|S8$78KO8@^#+uUtjij<#;}OR(LNC&V{UJ-fs2?PoB3m
z8Smli4z=j|tvF&pW1#f&7J4o(cGuMwB==-}8<p5Y+55a7mwXGsDPgQi++%ZqT$r>*
zZpehhIQKbvVLR@TdS7UW6!1foD;2*54yh%zCI!r??T1t32x&Y~lr*DSCM=Oral4oW
zYJ1Js2Xqb*Ni-r#Cz;qNumV!moeAQf0`7thEgQU@wr8EM-`VhcwQtq?VtG^@oJK|t
z@7dmhOuZi0vEMH<sorH^aTC}>>U{YOhAP0a-d<JRpt73FmqMdJxocT3etFh#|FB5C
zDBSZ4G)Yd1m_JI^NY+750(TbZ4j3BNDW==nm`Sbp4UI2W#kub4YyL7r(^lA0SX2yI
zL8aa}q$f+e>$bjGx8hc|MsR)6W(96lV*Ps=BbI-!w$`L9Ytiq_@V*vJ*8%J|Q)Wk}
ztM+r|_9x-0NQbkvFtdBVe4ukPtWD%8{rq!u!tY;gLW+9Eqt!zk-B>ItIr%FUnX*<B
zjim1agstwkh1&XuJ>#XSZw!KGtnK+xq2u*{I)Q#d`hmrS=Ss%AD<~)~>=;X%sUzzX
z62WNOL;KMqgo(;1VUnXqmIv)H%sT>%BEFxu_3*ZyY=x`0BES4NZB-^dp%v}wEq?EX
zOZUC0WdT<|HK9b8%BZosah&X0PtsMtQ5$s2#A@qVl--&sbrl`}CTpXAWWY2kf`!YD
z_r|W+&CsK?Jt%a+`tB4A23nGw5iJs_@C_29v0bIeiJZbXcfyMCzGc7aM6{;t!hrO1
zc~g7iDYRb<d1S)6>sFX~_%9}m+g&X?kNoqkk)PvSd$dQ>U$CuB)U)f`N<4?)nw*B2
zBRu?j6Lo$qux0vKtnkaH!p5Ra>jG7?%W=MNI&rEcR)0q;CxI0xFsgrvyUlxzv-Lg3
z{7y|i6;kMTmCp>>PuB-}YErg9t89FMiCGanL2pzDt|pnHb)*<|@np3>R>1`~Jiac_
z`#Jt(!!N3X##eHiRQIK{u;n#HD4le<;I0+9Lua@7YhgTvwpdXT75Cj2x;u4X0<v9=
z)E{jGPQLV@-Ee-|<3H#9VjM}_z3nY+%{s}|6IlrG;>_qH6@X89r7F{NGMl^H%x|I%
zb*W^jy!!CHm=24sU8}t*JfN>l?U$kNyEL|zJNFyy&8M5wW)RQiGoKuM7B9Ef(Z72Q
z#LB+?uzA_2#ig<naoPwz$MlrR=Hs;lPKI++xPV6Q6@I->eaVY{&+;EXFe?MO!+0R-
zo+Usa3DsuWnJM_OZ&3KK-QAQj*PTM@2SE_B5;A)+RJhtYn)9ALEU2k>y0yLJpNEI?
zJt>%9UkX4~+{F;~#2p?aKImzBcnlAS;s77+a7&R~<wy4r>1-xvjgn&|izLfl^dMF-
z%BGAbkF4R94V<$|QVbs2FGst80(>|uuBRXs_{Pd0yWyvPtRN9|wSn^w8oTK^j`8|p
zP|3X2Gz>f6j<09N`xrzG1lfA_K(u>9j!p<jL$-KKI|RbESK_W=IdpB^`1K+fti-Q|
zoNvYr8fQ0}j|@yUcIsw2*zk|PkjZKSNgm)F>NC2=O5*7xXfd?Bm4&Ym36{~JM{P9m
zU12!e$WNq|Y(#0DZ=koLKdi!F*?Q1FGrNWtV8{$TI^k+@O&;$iO%yiO*GMHwS!~gu
zeSsIFX3f%vN{e5HDh79592JU3J1|jGrDNy|x0jqlp+1T!ibM5_k~dHTUAHqj-D*17
znUz_oUjPLzfS#%3dH6KN*KwXsF)2(cH#te2Q%Rq+Pm_u6jvNN6t^?xAfPQGsv062L
zIIVYXqhInQ-WNH>uiy0)M@X%Owr<F)`X)?<Pip6aOxJ8_Y_e{(pvap%KzVsIj%JA=
z`Bn2?(r_B-iC;0&fDKj)QAa%h<V#7&mBBg$hstM;GMRH>HQ0E)PkT~Sgh<9z;b96g
z3;Vaf5zUNfFxF9)#O#A#Mg}WtO?6jWuH7HDTIincV+*|1o=vN8zu*1NdK1#Uk3YEy
zovtomD~LaoWN(CrDJGa6!JQV50#B(5(scKvKZ~>L7JCFOkuKOh_0SohIAc{$NVrO;
z9+`o04xx%GWNb@hYnd2I1rNCN&{_+F3bB%U2mIw+L$t7M+&&BiZ3v5?Uq2IRR`7$=
zUVXPS4dxenr>O_77M4AqZ*Q!>kgQ)zvAtp!&t@6BXVogOJ@by6&qa=II}XoUr>U~G
ziu`1`>-u??%l7Iik7e;`iLBN4JM_L}A|!8{gQ)iY<KZD8^lpw~yilf6{+$3F{4-^k
zA}UM~ic*RqA>#OFklqliGClF`{{62e)&dx*z|RBopVbX3GfMq45+dUx2^61yLvEWB
zRj}p3GoRCl-q2C&NxL*EcRbp&Q<`4gE8Ki%cJ^{NV&gzBs=Yr<O=lo@X0jK#hzA<6
zaVfbIU$c2VN14byz1(Y~)Jh&n?i?9W^m0r%@K7C5rBI>ZT0I*%%W?Vr)*omN$y{o{
znmr=+6|H05jOl3B8Pg}(DrfU{*OOc}L146yG|k7dp6nuu$56JMIx&@e9wnAhI~^@_
zMDGey^r54D(so3J)9V;<I8}dQ^c=4S|7%eHt>`x_2cwqY^nNuu>Mx#B)b2zIDdAb%
zXeEj|9YfpB6u7is{AF$Ev%y?Hvw}Lf(9EejlcKwnCuj{P7b-#UmO*>+AW_JeYF%Wb
z3WZ~3LTADvgqsAFn)Qnr#jixkPCQzd1Waa%OM%mGg}YA<*%s;*V8Oys>vZ_pxAS@l
zUL@gWb$I^xy)N1mW%YhIwt*Iv4_CjAC_9m^dS0#lsBzQ||K_xV6f3)PsaRhu)l$NZ
zNnKr-bbQ;UyUf~X?IvSvT|+dGr8g-><+~kEh0iVN4c=}PwU+ngR4ES5xda7s23i7V
zkc1!JkeqoYOQF2h?*~}5z^9{R57e_fiq=UzR?Y6F!{&8j*A=vM`<;AM+!k6&cmw%3
zN4w|F?Q!D$fu7V@oXg{S)Nsxr@{QKASe`+d=r?=M!gd1wkTPo|{a3By+p~P$(<pC|
zcgP8*OE?*LIOr4F6LRr@JSMU<XCE7qSG-B+Fl7nEk~n};pH%w@h-v_g`B&O{H9J3q
z=R50U1;HS6{rAsY`GslpLR#nB?BDV>!x4Fu8cy_7nenvrMm#Q(8D%H+M|q6S?<P-X
zFYQU06x7%XA2;W8<wrGbd3d;uw-cQ;OYdoRy#nY`-XcbX@~Q(diyoY%zO|G_TNE5P
zWTuUues+pO+Wd}Go`pI7mayEbV?bLk(D<&yM;Df_!o0G{RBUHu4v$eMLmGw8Ej=6A
zfKt4<QUx9uj?*j#%~XpcXgH?8EE-4`6c1%oAERi>P)o#`)jz~h-*Q)6MtU_uhFD)J
zBE2a^&44zfZTw51layFl+p{AimaNQ>v;xYb)GwtN6XjDg($cgmEZlwN4)v4%YHzQY
z{#IVRx=uFK`=&5ZVv9N8B6ScT?Fmb^J-1i@O(&#EpYGju)TC+qS-`%6H#iHXWg4<f
z4r$v#mZ0j3(7|>bH&fvcs0~zcmS4z8a%ySG*>RQwB9Jb9d@?UTn>V~s)`C^N5noxc
zI$~5A(x;`}P_bK3A0hbgw58m`ypZ0zho;_XOxn2-`ds{DqC9iQhk@637?lWpE)`+%
zTcU+``m1A(Hzo7M%@{KRu(}I;Vjoz+HdxRcaop;rcf}j$=aCh@YoNO{G)-pC1JPWn
z%otMyu^==FxIqDVRZ~74ge!}TJy#Rn^gug6utJz4L=Z*=)5G=(Kv)u31z(^96(H#N
zUvNPz5_rLWqg!|fH~i+$Ei%Esm&L!g%5QwZuzu_FmgjJkcNN8NTzAEFkjqla?J1|e
z3Xu5CW-9eQ&%0{p-wO^L-Dc}_jcRt2drkn<V{@Hp^OAd9=QqB@UgsLrWhm`1lzZe=
zc*760&!PS|NWmW|+kd!lFfsfoQo#OyL==cB$tcPR{H0MKW9)29BVcP~1jqo}+Bp4{
z{f6RTVfa5r3m6%h{w7xNAEgIA($9<>0CfPs^bZJtnf?QrU}F3DypPv^#tQzm{Xew|
zSlL+!*yx!F*Z}S%9}_Def6c<dM8F2{CHYuq<oM7w_(M$q5aj^0{zpxKYsLqbzy^2+
zltHmFa}cmH{IdlndIAoBgTzPqe?=Eq*Z?Jfnty-)@Z$I*#=!)|$ihzW2b=(?_p!`D
z4{-SaeDX*6#{@Vwb`Am-CN=^l7J$M5poE2yo`9W!`HvV21E35r0gn8?XfgcbeEc8G
z|F5^i%*sUYG5x!J`}4T}gMPywqv=m^gZ~M)`0qyPf8j2mG-&{G7VHEx%<K#V49tMj
z%)r3RpiMw0?xb&JZpd$AYGn-APda`_Lt`5!0uDA70=kcJ{;@*C$iPNGC#Y{HW^8V1
z<^;tC=oC6dCu3_B0tOa9iIlOvk-3d2U`P?rsr{o4ptAr4A9chC7?=Q}9Q-b(f9P@$
zFat&wowUB&A8SwyAMDB>Un&uED`Q3i4nW_3fERz`GyaJDc~1VtXZ*wO<S#yhiJtL)
zgU{I0aCgEPNUuItnG_>7hZ`?z5v3WA63LKsR4*}B4~?dK6so)Q-qLdf#Xi;IHrQVJ
zYz<@!xdai4UAOzq3Ib6AXgz2gn6-`Folw6={ElPuQ)V1A61`bNS9P0cO1JoM2;W@?
zs#n$V@p*Z5=e4Ttq_XPy+C=$Mqm<E_=Dk&C7KQH<IL1!1&6=ySTnC!Ux9s|zt8CAP
z6Ko8s$n(_>-%t<jOPay_OxpEM_e_uRb>Yk|4B%sy$^6PLw@Ky2(#2NMsm|Kxy2@X#
z5jI-BUX%Nl4Y$h_THthR?WSBBFO5+<x%)rqo)48rNh~k(J6^A-nk^@<3AMVIo;AEu
z?4w-jG}S;?`bN|8+D}XmlZ0z^t5%1Y*g7sY{iBOx*xV~0pm?qiUz*VrpI2))n7h7H
zffY{Ib+|PNWPZ-qm-2F<?Dd+VSnbllQZ~s~mGI5p8C&Qlt0_<C$ap{=>m{P@UabJ@
zH5psE0r42G&|e5ko}csx;pvH@4h{_%<9N*oH&&mmKxB#>&j^#I$40wjj;=q}+aPmk
z@fb?~23dfET}o6X)OgL#DKDiAtwX6UJ-g%fJ?F6|Ef~{o9B+sUa}2LHPTu`%w=(WE
zJ=H@GFtSuH7g|NX1eHGrcE2}ITl`u~cE)l(1#uz>v8PB4{c3B3b}w8V;vEHR#7asT
zv|1wpL%{`1y<W<`@J@w+-QoAFSeV%BvXddt^xq6(I;%ejc_-W)>6e<nyGGge22Vx#
zt3mM8axC$Yvffl<B!mWv28g2Ba3P(->$JPCsHq3eY!BWM_l;~~XmT__zgJ;FMLWZL
z7Pqa0hOW@dVvYx@UOdF>k6j>IgEfrGIUvD{k4FX=8o1e+Jx(n(cI4Eauj|W_qnu)M
zF|aec<S!y);SDObn#=SslzrV(htF|lSfx`nRS)N&AGnAoW+tl&vNJpFk0;I{UJ7R<
z3LWH_1*=i?5V1PMK3EGBbo#Cd=Wg~DZiMiHVKuUaDg(U|=NOobaJ&D4H@<Eilc+Mw
z1Z7gize7T}a2`KFEE->^uo(V}!ZmYAy^zJ{NfRW%qtL>X@1XuNl0Tlgkvdh9FB%Wx
zYn)SptbNsc@60=U3V~ODp+a);eSvJ_4GXg5iwjzt&6-H40q1TL?_D>CboCruYM2)2
zUF;k(TF!0UdaoSzW)hm%&_g@_iV;&s9V?T)r)$LVHeJRCH9qQAa*<qC-wU}w);`vo
z$GcUZx0lCPw#Xgu20zbm>1cKtW!Bwcs3Ca|$5c{-T6<)?Kzy3%p^0OdZ)bIkJEbXr
z4!x~|XN_TvP#H_dud^I+vPV4$x-f{VSZ(OVdpkf}5j~jv>=vsV>qE1?-0w8%#*x?$
z^3<3n7|U`q){{GslcT);&HYGrTooo>btra|b67^t>MqwWuIerMTYN*OjODxt-$^;n
z^t|7N?m#)>jx@wl*r*tUO1}k{Bf(W$9KmYXqfQ|hAJW`u7eSpMZelz;mKugQ?I>0}
zaYo$gHg!*e8~eaa1*rR%pAOWMP*xMCkZ+T^jde}eS4$I|NtYZ;)BG+8*(SD^rVr|b
zr0qm-;bi?AsgFN9wOmAy3M(2US_Pld&l6i0Z$*D1@9|Ole$Ov55FUU<MMka02!S!B
za#iZoY|KB-Ifk8wSMJht!la`=r_W(%O!G18Tz!cv8gR(odrr}v53*F5^J+2~8?BJ6
zlwDRB-bN$6ngud;;>nav11=*8=Z2zWBVNn`A;IqpWU<wod%>t<xuuk;wcW-=rtY7=
zk%q~rK~`0y92ZQ9n@6g<5FAkbVX4hPVMWcTzqTu|h3ytle>z8$gQC-aeL|*3&q<0j
zN<Vp>rwMCW76Pjz_;bDjzX7ZPxB>nKbBZSK`D<)ICwRFIpDX}*xn>koo9s^O<$j2Z
z&R^TNGeP1`9lze4|K>D2!{(}MNlMk8)_T=Fw14Vpevreoc<Pz1)Lk+mLt|h|?q!`L
zr$*T6WFqwrRO}<2jwhv(rwDBU(ingi5W?T~^_f4Ezu6yPCky6*rPSe*r7knRDV=+S
z<hX1nbm!P6U9y610h#{1e@<iMs4J_}f}fSW+;Wg?dG{Kyn{3Fpt@)rZ+=`?ZE+Qnh
zYyrRLz&(+Q$Np*ko&8qxP5eS;vb20>M5#5vl)aj=(*@KOicaQN@Vm--lhiA}9Wd42
z4|4%~)n6sk-2U2St)<HM6@59*2xWDq*$&N!z?FHydHPedQ$ADrQ`ULl{IUKyV9J7R
zybX;h84HjgSdDBG0V9y?&Ec2~yb}g;Dzg+(y)!c<DC#A(HmwadSSQ7VC(H}dhHL+B
z)<ATkF{Z)}YOYKGG<`=|(*f3xbj+4lEfGJKo+bnW!t`Ypt?QHburnkf(aDQIagihe
z%U-LV03?4E6V#Iwd#<_tlC{VdiK`{$R3cRWtBFq-+l`IQq?Ov#+-!=>(0+BqUg-X4
zFQLw`D5uvYb(dqNS+p?ISxiV&vtwU7r|(LJz)*%o&kyEAttka6SNMZ#;IbcG>k=hV
zGIkF@zN(iaEtJQk3mkVOexoww-dECCfpjw*{0eufAw2R@s=D1(4t27_yE+)SdzvwL
z-p7aXq*B?!DQ+OFU+-o<MN$M}eUSrA>O%lO)J};0x~UZ(9co%ZG>IZG0psi0QFHfm
zU}J+JRCWJ1ZRd!!mMZs8{OmD&z8H>L#*@C6A;7bJt@1HDKtlqQg2-ZE$3V366E{=M
zorShMH<h8Cw^Pk{PYZ$@9*3In-Y4Jw9;9+1EpVo|`$C3_oxo6{m7zG8#kiluP!h#q
zJVs$CgXuV$_P5YLh=q(afqU{k3B@zv8CC;BLKFUS4C`)a5+!Ob$hmMXVOw&cX^B*c
zh6-&#I$CoObHR+2L_f_y*6u9Z3h`TpSH;5@-AoNOgv`Z6iBL`z<IX$TbXrUL{ayI=
z>T1Y^!2)jPbk|1epOYJA&a}hLH>?X%F+AziZYO7`n_swZHMb!910Yret;!wlzhBPB
zJ{*gB-4b^`A?m({Rr~a-@@;>||Bqn=P>?4aPP#w@T?(nRWZVUVW=@Dmm+wr(>n2D<
z?qO@ioHG2Z4p)U*P0%sB=s{DJPcNg|XH>i$tjQYBN2olhRc6y`8ns^h=K(=$IX?&v
zeh#$11XoF4AOCW}!PD|E)3kKDJb#1^!SYlcN)+^tUT9?>lc=q<?Q1IU9w8e{2PgfB
zXsCSB%ff6VC^Y?jdiQq|?P(gJR<e@@G+e1}BrZC2xk_|^mI75k|IyEtl%mtOl=IeY
zSvQw~x4r3`VAXrv-3>@*?KE56czcM~#K+#^K*>;eIF>-?tK`ZhS(2Y}-3qwPKyBn)
zWo|43p4*?v)W)g&Z<BmD+`bl%C%>H_zYNG;HV!;L_-v(*y!3>^ueu=6Sy(n0Mni#_
zBf1ro-KYt&L;gPaed$s7dGGT~`Fz5($|3fi^uWObz4SOS_&HDM@~>unOL><AcFTTd
zBB_9VG*s2Ex|gFO6)2pL0$~g}3XC0yDP}<=So+~2YWe?uvDWCLOun%ns$Dix-sv95
zT45vdZA@(VLMnJW5LV{2KPTNh2?Wk$$x27fY+dDL8uw{lQj&F<)2v-MRkx*HuI|@q
z%-+vOXHRq*Ds^K~(Swk4xe<fRiIHc?2pMp4?$WE`i@aH-l0YF!)JNird>S$ygx#4y
zcCi3@*bF=v5}vQ<jB%*Uh*-EZZ(7qrO%L8%>DwpmBC||f(aysAgxaMi5ox+afE*g*
zCeV!e26;!c=w->T&1<Nx%k&qSmCy`a6tU6^mTU%^bgiC@vQ0a`&gn+J$Hi@5yMx35
zRr7PElL*-hhI3lpSizJg5%h&PH9repO4|hWWwxWJQydZ9I&(>U-!?aRX(zeE#dY-O
z%g%6Zc1PQO+m<WJk;O1~s&6*d%@#6>B$|*D=BN?F$Zkb*Ocp%Kw3t+H#2k@zORn`7
z7jL1#nZ6#Oc3ng#Y>~+?R`THPD;(WPlx)hAktWxLi*7{t#3<J6kP;J{67#oGF);Oy
zn}wF?f#B=x9`$lBwY@!)5zcBn{k}3D$VqDNNH3ESX79E;)KH*o0r_gvA*j}ccJmt;
zFVS9~S(Fh#pnMH4*uefZOQPl905*@$?b)b7L7;Z8#gCuQ6Hx(nsQ8v-2n#U?wyOqM
z{>-u9hhzCQhJ|1VE6xyhxc0B`5#pMZTXcg>z_HOdi&5Pt8dHQZg{ia@MG5lLwj??U
zUWqeu<D}$8d6O0!l1Iu70g8fJTXIa@wH2`m3CJSnm2X9Xp{@-*+UAN9r>|eE%ArhW
z`*y~_k<-&9y_RZs1jk4yHJIY7v1^rB&<fU64e$LlC32_FSsL<oQ85aDFv#n1E*gTe
zC+s3i9*z$?uGtzqxzDiouYvh!T?dbk4JI6T!=}cF)~GTwRGmaop53$vp6!61-`YHy
zBzsBwce#1?kP~>5Ld@WANo$usMUndT>9Evy`iuH)m%tm{goVxO65Aj$Le+?nG!0!!
zWSzoQmynNsv6Ek8W1cup%o(yPc6Eid1h&DlW5R}=Gc0#7DOMi6%!Nh)ou;%|Etj`F
znzj!hB0vO(;<}Ts7P)qe(*nhL6e!$O%JYP@`!sTr?a^cCINp$=;X3~kj1GTF4(c>u
zw%rGfe-G0%!JN*heK51ZJVBq<Q<OVGts3!EzQzsGMgeZBE6;?FdM}<Hgd&dST!Srs
zivpQLl*}z0FhwFJA5bE8@v+{c_{A*(L^ght0try^k6`|U2Bf%R6@39qpBE5$hL}YK
z)7O0!7{oVXQgUL2<j|*}9pJ-U!F<0=P7td)>d@Iq3P_O)-=ieQr*GVE5gQn|){`kG
zPV)uH$qC)T5~@p!@z<y+g%96K5|_OqCPN!J>K!v!=h8D2AS21};gg}OBKKM0c9W6d
zO=a|^sq}oaPh||mf*JX11fxKE)X-k@3`EsYTTBVRTZyZv4^u*`8xww~HcAezsEboZ
zs~Z*gdr;X(8FCk|PoqKqHpo1bmV9M`WOu!sKS_mJ7GE|j8O%+4Yc(8xs0(D`fYQd<
zq@e(RIej)3@Hb=Ppv@l5cREX5x8;1hV&867U*j1o=%C6@rzMKj44hRCvPN_Jx^IT|
z%ymBsdaxyzfvu&_b?>c?ujZYrBwVS*mwr;ig|3|6tc=1|snwkHax|X5TnV(&Z80e=
z{5bZ;TP|h;)u>6f0Qt^R!^RUiHpV2uODOjZuM|Q_t`||(qJ<j0?%m*KC~@P{b{4`D
zJQBuk1vqC5wxc>Ew8BUXh#aW?R5R|e<LF2bYWam<%&{Pb5&|z{f(Pe>{A9fO2()Xg
zOSMEJ7;M2%*9E+*J@LCrt*c#piFr({2iuw*af*=lw)KUqeM*e$@oG|f_~&v4hk*h?
zmC=^EWZ$ht*EI^9uIp4WC$P7n5pE3NB*d<Od+E}UEKl9ao3D*b``^Z@CQ1YR)g7s>
z6+_T{ytfZ^wz|jh(W@|C?=HWCZtmqrzn35Go9fM)M%Y}uz`1oITdMR9DQk)7h&WL6
zdEA`I!gng?7T_7tnm|oNnI+#MK1MeW#caHdH|zQwLbGv?-lN989Lajo>AucLmUFN7
zu6DC-DyNqR&5Era8ZuUhnL41t&d@JTYz3|T&>Gp>Ca-pT=zJdfQSg9Oy|pvIv>KfX
ziYDYeM4~3ocV;4&1v`-MPDEMymHT9xf?(Pr+r|ka<f;Of$1=4P$23o^Bx^I?Jg*{>
z9L`VA0_9doaTbc0qPE4=S<$G5OvUEGE4}}OR)WQ;gxmjS^}Gt88et*0pjK{`--}#Y
zp9U;bFpb*Kj|3O~+w3S@gEFvkWE+3i#!=b2@w5`MSvXVkgc?jcd3Nh2t?+57>IzCb
zog9nWCUf3;#+_LH>6D^|`;HC0uD*Aqi)$i-kRKQc7_;p2;06p-?}oo;slyP0>_v*k
zfB`*Uh+8iL2*x&~Ah&)P8O&u6VGeyi@<&h>5cDT-Ryi24-|v^8ttcF%(x8fv@70=%
z{f18*WZGwlbOFNfg@QqZheu&;B-kEm8CkEl9}DICmIgP)05-_J*5G7Gy-&6bo#umT
z^qU)f+y!>@n-BrUJ$B?GK2nyYCUGQJ-`2!H{9Fw-1Lsowg&PuXPu#DoXR>P^>D!*1
zY+zt6&j46?nR75rD8Z21ns`nZP~7Y}EPvHXM7Q{>j;|3qOTp-3)6j*7pb9rY6dwL4
zA29-9y14w0Fd+pC(8prFNR+dM*<d)&iQJkhF$Be4hjYNoDdXp^Jx2qpx8wd*nhu8_
zu8u1cfrEWd0;EY7O3IH&&L<CbDZ%EdR?`zPP2;ceYg~$zZ$_Dmi#f$X1;2a*>Z3#D
z)q^N;=#e$n`8k0Y4$B~|aer~nWJkopx*=@Xes!1QGlMk)H^V<<%G3OM?~e!S4PSWn
z%TF5_M#a=sUj^NyD0%g;ZG>pp?u$@-g78D0=kYTEF56S*^)LU~s;o~)<oQVvl#f7N
z&7+w~f+K#lzfu$Sf~qChnTdX=kZLS8Jb6_LTBq+dwo@;~-#jJYzUg`Po<uk2p7XnT
zvf+g5)^KEQG<{h|AXa~5#wHI%%^P&9Qi>oDO$L7|mDN(nVC9dTBg^7NK9u`5FUpxr
z;l_URja%;+#w8g^E^XsRQs*dq(U^&E&+})yWAjae?KwQ)$IcPX(~o!Lr>f!@n{^YY
zMUDfn&Yc;S^rc>FYuptyA+W`^j8-L2k^*g@4$h^)^hbDeNJbOAUWv4fV+<4WKz5cu
zMQojdPFVOUK_a~3&Y%>nCMavvBx8{-tXGROtE`cc2ZK0s`+czoPW;rf@1jjsWw-7Y
zmc0wmixvC#sEb$6tY86nm&95)$B{Nc+<l7K0wBD`1I;=3QS~nLhO<_&Xx8AMwPFa+
zK<G1zaFEaOdX7j|G6Cb_H5`zvWIg*|ma;%H6aN`RL{Z|F4j4zwQ#u<9QXg5z(cqc|
zn}-0k9;^i$A%bghW5#r!GOggpBuhH%{UI7D1B>M~YPgNUyh>k?APO;T9)C8B#FU&}
z%jMT~Q~+l6O>#3{uD+!1*Wzv}@;YTApZ!zZrcT00b=J=J@oEdnDi^5sDMTBlRdUvG
zO*Fi>VVs|zZ5?|~ezLT#j#u*Ak{)C2)7=jA)%xGkv_u0(#}BUe27GOBx0%a0#x7(}
z2_^JIX;YKQsVZObuT(NOYme9kLL$Jnm{(-53ZB?V`UxwSC|qv?t<z9oEB_MDNTcrG
zCxcsO3Dy4?Z>34fX%J3h6<u`|Hu`O~p~BY2^%CW`1Pv7k)((yt?A=s|Z!VDSjdmqH
zvi9pT7B39&>Zc!+SX-mwa(9Swz7|G8Y8|e>H+Q*!D9L)~P99WlfsJiWJP$|<ifute
z8k_*Kkm*rVDQ~ZiE5ck~aXRhIy3fIhzgssxzKQ%48`duZC8Jx>G>L8y27TZC&iir~
zV#JFNLy$*co~Pqp)pXmbF+GO$v*MRX%vS~e1<n0f6cN0q$=|#eED76u2R<X<c)6Ro
z`79G7=hgGIzeEm=YYHwx?)&*4^s>AIq;ycfq_?a0wV<GRVI7vtb|9hI>6mqUGtJ5H
zV~TDmG>$>E$os2vWb}HL)(Gt3Jc~E#x+drhOe<ezm{gYJ|5ktutPtf9AEW<5QggVc
zwGu{*z&JNTsxM?~d-1%NQHN+N>1*hdKHJHit-g;6Vt$3Yjw7?6!ro_ZdTGjiD8b5Z
z?F{L9Dcsp)oVT1(DH)tu@Otpl1Es2VwfM^4y+6#SRkZdN-5Hm;1%1hK0lIy|(^=zp
zBT#z@FHnMn{q8$ohF5k~bbK<)>zC@}?LDf>f^@zyv)t0ihjYI1Yq_O}Z!Gw$Xzzif
z69~|mcs1KH-r+A+1UPuBljC2!2;neRs=KMV8eeWGuOe&7l*Ufx=&O;j3WG#wb$UBV
zQJ*vXyroG_C5u=Sfw(lMX+dBEUHtC?;R0=dc_2JsZkWSr=*Fw|5dtb)_LaPXL`p8J
zaNnl$j8Se^$|Jnzqqe7yE2G^62HJj)e>v!D<5<^8y;4?vOmNVik+r^jMC|F{o^NfP
zKe5I>mV#{!zFl_{{S>wcUWyFi)Zg*qKk~-b7rzh9Y7D)CPS#tCH%|6YLdeA>spzI^
z7=X)_mqk#@qRvTGE^PFKU?Z5zD@)~5(d!V(gkG!#o;n_jA^0fPxTweAp^<R{6A{`;
z>Ds@RZzsq2jHR7f13~6BurbhDd4n4RcE}WiKOH(#gMXq}_)S9?<$g{BG@GPUh2K?S
zlQ!7Wqb~axje|yVulrj?Fg+&Q(cI(((k)~pYQu|U<IEA`U<Dm+>0?p^#yt*F#(s4;
zTlKm54e2l7x27M9r#C9W2VtS3SZyf-27zmct+j5>(PT!w_u?nO%bjY`Bnzo!vY}QU
z-pM1zESj+S)qs4E6)THV^Bf7VN(To<!$QUln5WostIaWPr@#Y}l-(ZSsR@1dQKcB9
zkOJM1gt&^OqZV6^B@(<sKViQikZC!FG4aM2oEnI!ItTi3bO({{1UtB)(nXPl3j3iI
z!MlB|z=HC1=UM_>uBO@tt1o+12>p_vJ<5~IB4N1`NqB`SBsMd$>1OW0DSWEP^7WLU
zK3plJKBfcXj?PE`>2#<89{~*mP&V?ksTL01;U&;X4uo%D6WhNb1TLPoT|W`NOg{io
zONHYx+y>4|sqlF1;OS5D`6$Ol3_b3TxL)u|KpLR@_BCTkJo(*eUO?|;6kT(f;%S42
zMBA(3dI>wg^(fN+>OA0COZpb1QSr#ODD?@P=&HZ}a;@#R$M(+x%f+>U@qvwXZ?@*Q
zw<*H%0fM(_Tdy-ad`cgMM#TZ!ptMoHmU+(D!uhz;-m=ADVi!))1NZaC%xZ)?pUV@@
z*hRd0jtm@VRVQfg0j`IX{2?Rz5MdqCQ&gcm@zc-r3GZ;0%A5Tz6ZXzi;F!VN)^fbr
zB*Sl``o5qqXk`8JRzKMvA_v~L=LZICbsa`XxZOuchP^p_(l)^S1U9~>#tWA%4Crf%
ze6`7#3kx64Cy!C=3gPB2Idve#Q`&;cRyx!#uy|Bwbeo1m+f}$9!LwzLgI?j-;9TSK
zY9LfxQ{1<-fnH-RfPTB${9QVT-)SHpAMBPNp;sA_ahN757XI*Ege#Jdr6D_%%@a(b
z#`RlG7RTavDmxarbC9XY1ycbuD~hKDh%H<{7vJ;tSUo;&b~aRrjop_3@)(3vl?LX0
ze#!LFl0j6?wD*n!!P^(H0Rm1Yk7*AC`=dg;9415H5Uveh7j9O@tG8=nEwMPT`}1Jl
z3$moUms<E%!zJi!6W%D?nTe!Qk2mdU`(2)rEyIIlglbj!mOA{wVw<7gY?Jq*T~7JB
zgvy`u7r#z+UcW#k`2c71%C?!j110$=ig)Fn8hf*I!PkI(VnMGFwqnriO{p`silZ^5
zT9RnODmjK;M%bLtXo}J9U#J&dT3m*_qf<*alqRtt)L39-t+6;7?a3(yU2*-r;xk`W
znVD*{(Z;jxxO{GX>ienC7!38_;SC=d&p+@6CMNbj@dk!JaDYFPqkkog{|Chc0d)~6
zNxA<$zTw0A0q`KalC83hxuLC*F(5_z0S*8{BIXW`PJ(9o4g`QS|6d*qA1i-aFaRq4
z$Ncukrho44zjC=Bh{GT4SveUy0NS<EcQO_-{^P>{d0<B;2V;F}D7VkraUC}O1PDQ%
zIR-x^?R#C4fe3}svv-O3A`-#7YntLFpfz@SZSe^vge7W0nXY?ku4ee|caeu(;as{w
z63K>sghbQyhSifzyKJ^g50zQCFvt(Xz&~f$9hpPrC4Gv+$5coDZRg>j-yfRaQ7d@I
z+;?=ssARlk(7qLrl!vGh*hiszZ?OGc9l=O=vg2o`>@$a=Z}=n+(XL3knJ?w?rd{+P
z5q5@rY4P;2$2`!;YdxG^R*cc2g>uOep5@yjh1uhFN5Wc~V`gipMgz)4(7o~i!p}hG
z&d>IYb~yj8%m0K|7#W%W>~Ri&Ea+dS@UI^Ki%I!MI$cKJ+L(auzw78f5CK3U|AS}|
z5U_Ro{|zDV53h&669RvViF}Au{A*PGQ}g3r3Jx5s9|vpx-;c3MWocV%WfUIUL6>c>
zB|I|gY$-ugyBU#Ms!+La5VbWLT=_o)LY%hbNdl6kumxAu1}H!ww?I)7K(%Z11h0XY
zV3B~xDibQ&D6k95M}caOW2EEb%nT<o?M0m-m4lwXJo{{Tu3wHhzm8@^e`d}jYEz?G
z+{~G>j+h?!?%Y?Oe4SK}Zkbw+`%FbZ?{2=A7@33n6kXS3m72<p9ZRmOS=?7YKrwo`
zXYrb08tPMcs;#bl+Anx-7Fxb%nf<s_WUWQ3YE9Qw!k=DM>7(>}NqF?=7iwD~okYX?
zdDDCw!VTpEn!XZZ9_ggy3~Ji0cQCf;1lxVryA$ElV6K6XH-VxL=k+27h41Tm>`lSc
zdhMo%UUbWr4EQkTt<5vYU_e`xFOHTg*GK}HsJT8n2`dLnNFPNlEG(HFOhH(p)ux$6
zrUn+Wb`D{b>z*Dqq7>6eH)0ocgrb<UyFuEqMUXU%V@-~Q{?xFqiukU^q2x4`oB!u<
ziQ6O^%0w#`0qWPVk|s5l7zVi6DN$@qYWL(d=~g0}0D%+ZLkuE3QY)fitmwoGBcvYK
z#PgE}EH?L945%}R00|IR6j+$~OTx}>Sg#o8kj6Vr45ffDa@V|C$<`@>A8JqhVc05?
z4b{yK7%K$V$Gx6pnh557!>SH3Zn+@|#fGDW#l_JaqS<Ml%}EVW#naqvbIkiudshj_
zX?7&QF0-Q;aQl*|KDl)1G7B@_^Gy|t%VY%4H9<$xk+{5vPI*q+=|fUb#n2%IcyuZ2
z6dci6=SGexHW?!8%M>YD*;zIkX!QcT3PdS<{-G_QX@ZJT_a55&%Yif%CW?23ML2BP
z*(Qp%SEN;B=1m}+aO+C@rO1yd!)TI>NzxguPG80g#c@<(I{J=!y(nbA6bsGV(@Dg8
zM$Gu&lRJV#RBseHU4Y7CaX=JJ1IuGw$GgavBRWbcU~S~i>^ef+Vosd*+4ULzsD<wn
z)P{lQ%iR*>wF%&sY6#T|iESqcK?c`%+x-d?`y|$eu@LUA#OO6=%Kn|}0$+o1)onk1
zz?Zl0J@u-#gd82dC9i$w%+3xwcoo*%!O)(o%@nOZ3CdCVvW=)&2YzC>V{DPGPrFan
zHtP2d-HQ=x8iuc!tyLhlw8fV8s)2M86>WU0uxZj7QrVGeP+7WQMp-!BJziLUa7R>K
z4ftN~PW|ZQIk&6ZGpUKz-ZI@AG-Q$KnS-&3hsbu~JLx6dK7uNPjHcrO)WBTk-KcV#
zjyiRhb@eitY;_g&7Jj2m`{uv9l>Vt>!@<h-*QNAN<ri{8TUT8xa~n%zBV8kXCw*N<
zJADUxD_wINCkI<vOJjG6e{IA1!E$}v!N{fc4GClw3DgJ}=xG_4Xc-CQo%J1@JP723
zL<9ksRAV=%zisuwxBan|g1I5!j%h@oVQyh$Y^`tew>lr>(;s#I7W?z2PcCWfZe#0Y
z{I{Y%?*rsQoQ(gguybkk^eE!+em=$7h`RE<Uqpo91q4MgJH<tknP6Pxz&Jti)BF7T
z%sBsg>VQWBp;FylU0q%Ge*biKP0K<{*}l%#U#98D{Qm*<lhysn1MHJ+`Rmh9e){yc
zPy72s=lI;ucOU2pyXhAk=J|^sKK%Xp{nLE}2Xp=94`2V|-8Zy~9WO0gKl{`B=eIw6
zg9X0_lR)_umixo=`#1OKf%^pb?)m#)W8p#j=v(~Z`E3QT*?&F1fBR2RKKdG8eDSB>
z|NIk}`CeRx&o<!S2ng+bIo;`he^1B0ulv)tPr&B+*yo9^!tr09z7K5t9UF7y?*%r`
z%e7wgs6D{Ozrx=JI~FWY{vPH#(}!AN^ve~zd0y{z4qrdx0h{)8TUHoY^h!R!@~?F7
z!MXfBtb1LJzHQyxezz^XmUZkoFNFvBujds<!+2Ml@4VKIH)P~-?0nA`CsF2G=4GBt
z^S<o#g%-T|x~9lanGaZ6dkc&;XiO}ytg#q&Zj<q*>6#m#_hq{@c3svxzX|rZ?z-$J
zK5v07*S7NmR0Xz9^SQnP%Vnwa(Fm*gvWCxNU0{OfTi9DZqV_l+v~1?px*<fu%Y2LX
z2A+Av*nKPX(MgI}-P+qAqU<dlr`KBXfSpLb@wlvq?!tDj`(`}u%w1%N`Id9K%YEZ?
z&#T?(D{>|Nv9~KdxR3nX?rW_w86B}5bsy7o%&6f)3%BSv_Dg&LHu{|(*9d(Hs~%xl
zmyX&3W8h7f^aBjNaUN58WIvC^3~+tv^L>E9gWMUdaoy8hbq;vI&cf%w?sNo~`EC@E
zX%1dG)<4rSO~Lcs2e!v-e8z)jboDD^Pst<-;yTVUb{a5^UH0WVs+@wi+^c9Acri1d
zX?elZJ<r%}^SUd<)bquB?Dt&m$C&S~HUJnc%avwqRPI(e-!b--&JHa%{mzwUu2H=U
zV~wlLw@&L^&nUE@#Oi$6hjavcJLY<Bv|Vq<vQ$}%`a4(cBY2bX)(Zotb<riVZ&6`$
z$J<Yu%nJ`fpX5H~e3G3WF!Kexyj`gCZHIMx_Pa`-28I!BV=v1ec)lOYy>NlWdk%N;
znFmjHnz7e>*Si|n>hl1Gnl1F5JEm-{=W%i=5AAK>@o~vVzMT7h=Osvk@iL^sm`^&E
zHP%iGo|NwSz^i&~3T&4T64<G`b#n3VYCllLz;r*(V{bl4U|aR2hQ3E*)xBk`e2XzQ
z{&D_3`euRccjXm=Hm&064Oh7RZ7jl3U}G#VDjwJ1o{|Zy=R4+;{TLQhek^0REosCD
zng^cF7ua=6?+%#u7Fv$m^Fg1^a;&R62<%v{y5Hd8xr;vV<gaDys`I^(j9vcA%{BM^
z&DcYCCS$icAGQ_`q}m1i4O~av->k7sRsY>wx4G(j!jT&Xwd(P}4%u2@E1MG!!0Yox
z5{$Q=@@be4Ke4U5tu+=3eYlC`?#D)5BXWC?mmxby{DTZ(&oMKXXyMTsH~0~6BAt9*
zmCs|{O>z%j^P2`t`fAK4{{<LcjrPmBL}8`{FR9UdPrO8X*xSeL7Fhf+u94?E@DJL4
zZ<J!0@7}?atqANsO-uBt_YueQ6+E9My8ZOsBI3mKo0jF4p9n22o(b%z{!n<pKaIX~
zlWx!0OSTqRf)~?*`DuH*mX3$NYd&Mis^5;R9h{|fC+lAQJg&Lg0LI3rHm}Zetu`+y
zm~)byW-NhYwE@7^rQVsWvD%jc#sTZ@XCF;oSi|}`V}18`XwL6M=kKG9Vhwn2nPk7#
zu^8Wrx1$eZhi&B7mLFk*S4UoJmNgjr3hY*nf_w+ZW?tdSH{RpY*nS`clj1Vw<K!$?
ztWoV7=eAsA5KQy2%V!OJw{`5!?QJpyee%&m%dVWqpilV?V4P9mGd#Ucyav;^V^kU}
zZ#>2O1Dj-61n?0Soqb)34aol`ulR@uEkuY-=iK;{UW0H@ITXfTOVbC8Z9HX-#y`d?
z=fQl_q1*^C5)EZ<6G=(_v=1EbRr#wiw%r-td3X6cPx*g?7W-xdI7>TosIfjkBJH1o
zMYyVa89duJG61vr0&Md=$IRfgma`mkQuPqWjrZ)kpRwlE!JA^=k7Hh)w?KkcoRG3^
zq^jw);90J+1~27{JZG%!IgSt9GTyq`uM3{-G_bkxipQ9Wtw?o~iL+b*v)%;{N5{0_
zhDoonZnOJ=S^p)f<)yWFaLx7)z}uQ^the%xoG+@b`X#`~T(@=Ehwm?*ce~RER?s?@
zC^?V2E6oeH(DJ-+kIXAz?K}{nMjtTyf1yP&81;v1x828~KCSDB5oOQO8{joQgV*T8
zeLkg&v0Bt1!~>+tz8Q)CsrnJDOTyFsJus3ZZ9eCCGWKe6fJ0vO5WX6+W?hWMBh9Tf
zb`lqDA1mn=;j!O#2RZVFM+UFS%Z~r-z2U$(HaKur+C5^84ohNL^qr(>UxC@jB<tgR
z9i^p~Qve2^O><IOzUScGmJRT1D~8Kzo~Bmhdz1)WHXaMFoGLPe)psloLl5Q0gV%L2
zqHF&O`tIsmpf|8GO}F2e3iE|^&%QSzV4V>$XY<V{o!GBCknk$c*>4ndneSEmwvy&*
zcko8mL^GD6`8k2vA3vv)^hjAZ%7qBnuxmB!NQ_-+W*=wE0b~vPAm>aTNn-=EOs2y3
z8q6{onw_^eXB=pq5ir*l*)Ps*-*2-Y;9a)y$zs|r1ZF<7YKv1)LQM|^ua7-kAEd$p
z_jPU;+;eONY_`7^JlhmtuH&!<+m&45{E&33vJqI#!y$W=k7{1;1y=PHu#5X!bi@m+
z?gJQ-Rc&5i*v4{hBc@yGoqicxb5LU}PV3`7223^}PNH+K1MgBTYv5J8m9d+ATXYT;
zi<%#blNbe4X~{LOKFFAlN<_uOoy3?mnDVhNYe+W{>t9=q1JDm6D_!RcOf`S-sJRxM
z$XL9;>g#2`>#B14f>(2C14e2<>)zP&BIDrQ)QZe2ELo@JysO>MSW=#CjrpwpZfL=U
z6HkF*fkhuIunbX(#>yM-o@-q^Yut@jl;lu=W$b*AR;l@>!2?|Ff)~DA)t?-A`Bv3~
z9~&6qYSFs`Z>sUpfI*JNUT8qw)$pqNO^k&H{ftOYdR^3M^=Zb~rTU_wg;asZa+XbA
z;OQ&8&)2~!4@i}^`S3Psohh_n%sdu#U;Q=m%6P!lPeg0*zv}x8*j4KR+1o-&QS?#j
zZTFIfBI~f_CjZ>{l0))*n2LsXDi;)5aFUu_;mkLf>z5fz2C%J5GlXDpWvO;Ld_i2A
zoZjlE2_EXi_mW*$|AnWvA1R;LxF<Ak&GuxCYA>@cA*bX%u<Bck^F?MV?~wy6oMEs<
zJPi-bdzv>;Y;|mCZt_eggl%KSTIWQ+_`Xr;Xgm#`&m(w^2l!H!s})UG{R8+y^{CND
zTG{pzp$A&`OF?+DJ^&^kjx{KKT27PksCkg!@d&|Zl$?j;k2Q!&Obft9AJ^RHOI5?V
z4mF++%N0Eo)vlN%^u0=Rt({~aGlf6TN4Hv~nXD9YApOF+2!h9wzOszNXWzH1tJ+D<
zmqYh_l%5)&DPeS&a=tI}()1~7NbiPMs`-!eMRAB0{Bhg!$Z74Z$XG<J@-KYmW@^5L
zQb&i8+$?zHBFPswzHGbwp~!BR4N6aKjg3@)S%bVGXK9*Az1mKr{kU)*OZY2&N?J;N
zRq%zj(i)QlhMUvYC1qsZ(<xMQ3K{F(yufgaEtAmP^bp%^IwuZCy9?xL8vook$GTMR
zn$Fp%Pq)313inweK{dyieNeLXK3JpK!G#Q)&ys9xyXQ10wmXOz)VfvHCA;KxIm;&F
zoMk&BXs$Jf%;(;>z^M5*zL4U!?o4^ma)tV{??WzQYkGG>|9K5~(0NMY+w#oV#w%o_
z!$^&qK0Jn+(_+8y+5R8l`P%kDBFV88*JHLn4vgSWcaYG^u?yL-tI0i$OHJpHHB<ac
zQsst$UL)lg!?@GFGZds8bD~K$`*px5aCttiLfhNb{VQm0_5&U`P9Zte&x1w^@qXrv
zl>g)0*oSipz`8zQz9#o+xM=*_RkO|-JXmNvIEWY;Uog~$k<PK6gwN6uGh)!<^T?26
zY+x-Gr)Y(l*Sg6KTZe(y&YTQh)3Hfa`Cd|NtNC{LlHL#Vk89rKCE<*DkmO;b57TYE
zc20ZK_h^GASJ2$<AZv6yw6@nEmC<}NELp9;Wxu3`edfTL?SZFlZz)JM9$<kRERSS#
zmW*}$O9vIfsqu)941-tBdEn@&9?#x@Io1G1rdn%|;%WOpuG&7pYrG<B;k{9^X>kQG
z64iCxeM6aOZ@|ds8jl7i$rU9Vy+I(3r&`g+=HS|VlX7_UfK&6bJ?Aw<eUAfA(GX2P
z18aKdPO{$X5+gPkRl`^IR%;3Pu(+7kP4Ix%BVMEDz8I@szcHWck|ZKY0{A?*<f?&Z
zEZowa;j&R26D_1bozFr2P4<!SL~qOAj==aXPz)du+SjnYNBK2dk+JswLW^x)%+@Qk
zG=ChPwj2e{bJO>My|zZ@0U@1bgWRj_DyD*f-#kEfN@v4^=I3Dc2{1ht)#UquYvJ5K
zk4e<Sf*jDYW8VVUW*-wzKCj_Q>>QZmBhrM;4hCj_my}WS<!LK*eK3tnc&K&VjP-dC
z{Hkvx@AY^(qVvcajb_|B>(i|3{7{;EtPg-K<_oaa1C9eSetjVfeCeB`YLK4e%F}Sq
zx(OJm&AN}gA)>HR_%g=Ie;#Ay=LBY542&Xfn~$fGmG{BRZ$muFL1229z}{k0s*MWF
z`Gdd~>72mezSc<2x850SCE<|i16FIA(319udbd~u_n_XHL5t)xV<{Aymgvt4!=uj0
ziZ3v=^U8W{CUZzPaUGlJt=2iItC87MK4-vWw}4@eL<@~?n`LdmtyA8D{gUf5&Fn(4
z5O{d=)z$*T@zg$&c9cB|o_eQqMuhwA%uoABV{eKFff1kUJTSD*3xEd$wYOy=?bu-W
z?UIe)DWA=J<c1}aq_5N)&$%UT^nAlv(V1UUyB|E|!CZ7a<yp}Otl~9Low9>@pUjI5
z&qoeL=N3Ha#Ei8c7Cp4f&IEQSUI3N{dR~_<b<u)A0<3s}slG7YJ6m?a;{k}r@?c1M
zh`c;4fWjkFsJsCEO=(g$Ub+k$Y-?*!nlKO2FV*&o!nY11QMFmd({m!<2VajqU(<*A
zP~1K6e3p!Ld>P--_4vSO%F=#`RxMY_ajQ;}u1&q`#XsetgZ$!=Kd`PNr(oYKcocv|
z3n8p(EO}?sc~3V|lOf(4$j`|e1ij0LW?o0Nb4#;}?i+Y|C!Dbx2?^26Yo;c<C#gv3
zzr4IrZj<>EF?c@r3T0iK3!mG0;Mr*`sj4<#(pMgf#%{a<Cf_mNCLkf!)^I+D+zStK
z#21=#Sfq{x=3L8o2d?;S!0h|vy}0dkVAk2dZuyg$50frhz_aY~vXombJno=<sk|$1
z^Z{%10kf@Ttm~Y4r|ulUct_v(f}7aZ1=iLD*7(BHfBPlL0yn;pI#jKL#sGTCB}0KV
z{sB`hCSzT{49vM88lEU@cnx5-@n{3};k|q}K=qV-OJG%wJ20|>I$u(Uw&#TQ&e7&=
zpWdO3_kJxl0DvpuH7H2wp2tsA-VxuC5?{wVU&FKgWvpws%m)iB&jd|PHt0Jv|MF(f
zK5$^x2Z7mc1*RNr-T*eg9hlxUpq9X^{gVUM>^V~EIxJ&vK7CVp56rzsyn{Mj2Mg>}
zj0lVzfaE3pX4aFy^d1|UlZq7Y$%3>vCEp>ijR%Hd&_2li*=~^$Y<dltzFPq;Ty)hX
z15@vQ@JKgFXERW5;lZQz(mpG&@jHSEnm)zEaf_}0fa&ca^U-Q*pCP$=#plW2>)R(8
zdpXZA-Y+O89oS;K08D-Q%$K%J*)jq;y)z6RW=8rdZz=3M0&6}nur6zfqb$3m)*aU-
z8{5_Z&v71j&dZPbx%D`KpKCV3qv@{7UwX297Y?$!j!l8--NZ{CSoyHzhG{U-8gSLN
zmcRvO32)i-K9n^$UB}Mp^>Z8wOugrfMf;gA`TmCTdPESUmK0wCqYx|l=!&%b<-LaU
zKEUv?JeHDDn~!|9&x6#uWh18Bd6mHIn*nS7Mqrlv!0a=`6|j8^ter2g$8|rv|B9b=
zeE%k&6Z`VJ|Kyur{4C_3pPxTGjo3cl5&PZu-#$OF_wnz)e){XvFTSDK>+SXS-TLkw
z;{4V1^*X)#`ncY0Umg3m)V6;4=KrI-e0TJpANVBO_%;~ljq7rrZ+`Tn-~92nZ~hB*
C3k(PV

literal 0
HcmV?d00001

diff --git a/docs/teaching/cow_usage.Rmd b/docs/teaching/cow_usage.Rmd
new file mode 100644
index 0000000..07e9c5c
--- /dev/null
+++ b/docs/teaching/cow_usage.Rmd
@@ -0,0 +1,405 @@
+---
+title: "COW usage"
+author: "Auke Rijpma, Ruben Schalk, and Richard Zijdeman"
+date: "23 February 2017"
+output:
+  slidy_presentation:
+    highlight: pygments
+  beamer_presentation:
+    background: null
+    fonttheme: serif
+    highlight: pygments
+    keep_tex: yes
+    latex_engine: xelatex
+    slide_level: 2
+---
+
+## Installation and activation
+* Install either via pip or git+virtualenv.
+* I recommend virtualenv because numpy
+* If virtualenv, these would be the first steps to get COW running.
+
+```{bash eval=F}
+cd /users/auke/repos/wp4-converters/
+source bin/activate
+cd cow
+```
+* If using pip, the csvw-tool.py command should be available everywhere so life is easier
+* Tradeoffs!
+
+## Cattle
+* Web service:
+* http://cattle.datalegend.net
+* Upload csv to get json schema file.
+* Modify json.
+* Upload csv and json, get rdf!
+* If you use this, ignore all the command line instruction below.
+
+## Build schema
+* First time, build the schema
+* Note the usage of the full path because we have to be in cow/cow to access the python script (referring to script using full path from another directory gives unexpected results).
+```{bash eval=F}
+python csvw-tool.py build /users/auke/repos/dataday/test.csv
+```
+* test.csv-metadata.json should now also exist!
+
+## Convert
+* Use metadata to convert the csv into nquads
+```{bash eval=F}
+python csvw-tool.py convert /users/auke/repos/dataday/test.csv
+```
+* A wild nquads file appears!
+```{bash eval=F}
+ls /users/auke/repos/dataday
+```
+
+## The output
+* The data triples
+```{bash eval=F}
+head -3 /users/auke/repos/dataday/test.csv.nq
+```
+
+* The metadata triples
+```{bash eval=F}
+tail -4 /users/auke/repos/dataday/test.csv.nq
+```
+
+## Base URI specification
+```{bash eval=F}
+python csvw-tool.py build /users/auke/repos/dataday/test.csv \\
+--base=https://data.iisg.amsterdam/resource/test/
+python csvw-tool.py convert /users/auke/repos/dataday/test.csv
+```
+* note: first specify in schema building, then conversion
+* in future allow you to specify predicate prefixes besides base, currently bit inconsistent.
+* note also that old schema has been backed up: -metadata.json.datespecification.
+* This is nice and nothing to worry about. Useful if you accidentally build schema and overwrite your work.
+
+## Speed
+* final note before we continue: everything we do here should happen relatively quickly because we're working with a very small file
+* scales linearly with number of columnsXrows
+* So on files larger than a few thousand lines, it starts to take a little while.
+* When protyping use e.g. head to make a sample
+```{bash eval=F}
+head -2 /users/auke/repos/dataday/test.csv > /users/auke/repos/dataday/test2lines.csv
+```
+
+## Speed
+* but mind the fact that the metadata and the data have to have same name (except metadata and extension addition)
+* easy fix is to first copy the original data to elsewhere, then copy a few lines back to the original folder with the same file name
+* or better yet, create a custom sample in your stats program of choice, making sure all interesting cases are in there, and prototype json meta
+* then use this on full file, keeping in mind stuff about file names
+
+## Modifying the json file.
+* Overall idea is that you modify the json file to describe the csv-file and the rdf-representation you would like to achieve.
+* The -metadata.json file consists of a number of blocks to do this.
+* First few blocks are actual metadata: 
+    * file encoding, delimiters
+    * keywords
+    * publisher (us)
+    * base uri
+    * rdf namespaces
+    * tableSchema
+* Look at base first, then tableSchema, then rest of metadata
+
+## Base specification in the json file.
+* The base is one of those things we can change in the json file. 
+* Alternative to using the --base parameter. 
+* Avoids all those backups.
+* Done by changing
+```{R eval=F}
+"@base": "https://data.iisg.amsterdam/resource/test/", 
+```
+into $\downarrow$
+```{R eval=F}
+"@base": "https://data.iisg.amsterdam/resource/supertest/", 
+```
+* And convert again using csvw-tool (this step omitted from instructions from now on)
+```{bash eval=F}
+python csvw-tool.py convert /users/auke/repos/dataday/test.csv
+```
+
+## overall aboutUrl
+* The aboutUrl corresponds to the subject in RDF's subject-predicate-object representation of data.
+* The metadata contains a statement about the global aboutUrl, specifying how the subject for each row if formed.
+* Means same subject for each observation in one row.
+* Data thus represented in RDF as
+$subject_{row1} - predicate_{col1} - object_{row1, col1}$
+$subject_{row1} - predicate_{col2} - object_{row1, col2}$
+$subject_{row1} - predicate_{col3} - object_{row1, col3}$
+* This is a fairly efficient way of representing tabular data 
+* (Albert sent me a paper that hub-and-spoke representation fastest to query).
+* That said, sometimes there are more direct links in the data (personID inHousehold housholdID) that you might want to represent.
+* In short: efficient, if the table itself was an efficient representation of the data.
+
+## overall aboutUrl
+* Overall aboutUrl is first line in tableSchema
+* By default the row number.
+* Sensible, because subject needs to uniquely identify the row.
+* Bit dangerous, because row number and poorly chosen (identical to other dataset) base can cause subject clash.
+* Take some time to consider base uri and subject construction.
+* Here's how to change it so that we use Country as the subject.
+```{R eval=F}
+"aboutUrl": "{_row}", 
+```
+into $\downarrow$
+```{R eval=F}
+"aboutUrl": "country/{Country}", 
+```
+
+## overall aboutUrl
+
+```{R eval=F}
+"aboutUrl": "country/{Country}", 
+```
+* Let's break this down.
+* We take the global base URI (if you say nothing, you get the global base specified earlier), add `country` and add to that the value from the column `Country` for this row.
+* Use column content "as is" using `{}` and the column name.
+* Subject now looks like this: ```<https://iisg.amsterdam/resource/country/Ireland>```.
+* Note that we can only do this safely because in this dataset country uniquely identifies observations (rows). (see above)
+
+## overall aboutUrl
+* If countries did not uniquely identify the rows/observations, we'd have to make a more complex ID.
+* This might be the case in data where we have annual observations for each country.
+* Row numbers are pretty safe and mean you don't have to worry about uniqueness (with proper base URI).
+* More complex one gives semi-interpretable subject names (identifying the unit of observation) which might be nice to have.
+
+## overall aboutUrl
+* Here we paste together the `Country` and `Rank` variable.
+```{R eval=F}
+"aboutUrl": "country/{{Country + Rank|string()}}",  
+ ```
+* Breakdown: take base, add `/country/` then take Country column and concatenate with Rank cast as a string (string concatentation in python done with `+`).
+* The transformation requires double `{{}}`. Will revisit in more detail below.
+* String cast probably not necessary, but just to be sure. If you want to use column values as numbers, use usually have to cast to numeric using `float()` or `int()`.
+* Will return to data transformations in-depth below.
+
+## The table columns
+* Moving on to the rest of tableSchema, where each of the columns is specified.
+* First choice is whether object (columns) should be a literal (default) or a URI.
+* Rule of thumb: if something else also refers to this object, or if it in turn will refer to something else, a URI is appropriate (joins are faster on URIs than Literals).
+* Or: finite collections (something of which there are not endless variants).
+* Examples: IDs in relational databases, countries, municipalities,
+    but not: surnames, first names, notes, etc.
+* Or: things that have an obvious datatype: numbers, dates.
+* Break these rules of thumb for compatibility with othet dataset. If for example a useful geographic dataset refers to country names as strings, you should too (or do both!).
+
+## Datatype
+* If you choose the column values (objects) to be Literals, you'll have to specify the datatype.
+* Default is `xsd:string`.
+* Main alternatives are numbers
+    * `xsd:int` for integer that are always below 64k
+    * `xsd:integer` for all integer
+    * `xsd:float` for decimals
+* And dates:
+    * `xsd:date` for full dates (YYYY-MM-DD)
+    * `xsd:gYear` for years (YYYY)
+* Many other options (search for "xsd datatypes"), but these are frequently used.
+* xsd-prefix is optional, datatype is always assumed xsd.
+
+## Datatype
+* Let's set the rank variable to be an int.
+```{R eval=F}
+"datatype": "string", 
+```
+into $\downarrow$
+```{R eval=F}
+"datatype": "xsd:int", 
+```
+
+## propertyUrl
+* `propertyUrl` maps to the predicates in the RDF s-p-o system.
+* Important step: for cross-dataset querying to be easy, predicates need to be shared between datasets when possible.
+* And this needs to happen consistently (if one dataset uses `prefix:age` and the other `prefix:Age`), we're not one step closer.
+* If the values in the column need any work to be compatible (e.g. remove -99999 for missing values, change capitalisation), it is usually good to create a dataset-specific propertyUrl (just leave the default in place) and to create a new one at the same time in a "virtual" column (more about that below).
+
+## propertyUrl
+* First the propertyUrl itself.
+* By default the base followed by the colun name.
+* Modify by adding a `propertyUrl` element to the column description.
+
+## propertyUrl
+* So let's change the propertyUrl for Country into one that's not capitalised.
+```{R eval=F}
+"propertyUrl": "country",
+```
+* Would use the global base specified earlier.
+
+## propertyUrl
+* If you do not want to use the global base, add a prefix.
+* Prefixes come from https://github.com/CLARIAH/COW/blob/master/cow/converter/util/namespaces.yaml. 
+* They're also in the basic json-file.
+* Feel free to add namespaces to this file.
+* Here we use the clio-infra one for country.
+* For this we use the clio-predicate (from the predicate block) just like we did for the xsd-datatypes.
+```{R eval=F}
+"propertyUrl": "clio:country",
+```
+The predicates should now look like `<http://iisg.amsterdam/clio/country>`.
+
+## valueUrl
+* If the columns (objects in the s-p-o) system are not to be Literals, you need to turn them into URIs.
+* Important that these are well-formed, because choosing them to be URIs usually means you'll be referring to them (in another dataset or the rdf-representation of the codebook).
+    * Usually we convert the dataset and the codebook separately (there should probably be a separate slide about this).
+
+## valueUrl
+* Done by adding a valueUrl element to the column description.
+* You can only do this if you have specified the propertyUrl.
+    * Maybe a bug, but typically if you care this much about the valueUrl, you should also care enough about the propertyUrl.
+* Note that you have to refer to the column by the column-name and `{}`. Otherwise COW just thinks it's a word.
+* Here we use the clio country prefix to  (again not sure if this is how clio-infra exactly refers to countries).
+```{R eval=F}
+"valueUrl": "clioctr:{Country}",
+```
+The objects now look like `<http://iisg.amsterdam/clio/country/Macau>`.
+
+## virtual columns
+* Sometimes you want to have additional variables that are not a column.
+* For example a combination of information from two columns to add extra information for querying convenience, such as birthyear from the year of observation and the age.
+* Or you want to keep the original data as it is in the table, but also want to present transformed data, for example the original data with missing value-codes, but also new triples that can be used directly (provided you're happy with omitting missing data).
+
+## virtual columns
+* Done by adding a full new column description with the additional `virtual` element.
+```{R eval=F}
+   {
+    "virtual": true,
+    "propertyUrl": "urirank",
+    "valueUrl": "rank/{Rank}"
+   },
+```
+* Would add a new "column" (triples representing this column, anway) where the rank is not just an integer, but also URI.
+
+
+## column-specific aboutUrl
+* In virtual columns you can also specify the aboutUrl (subject).
+* This is not possible in regular columns (bug or feature: generally not wise to change the global aboutUrl).
+* Virtual columns deal with special cases such as connecting the values of two columns, in which case this is useful.
+* Done simply by adding an `aboutUrl` statement to a virtual column.
+* So a row-number aboutUrl:
+```{r eval=F}
+   {
+    "virtual": true,
+    "aboutUrl": "rownumber/{_row}",
+    ...
+   },
+```
+Would get you subjects like `<https://iisg.amsterdam/resource/rownumber/1>`.
+
+## Data transformations
+* Often data in csv not ready to turn into RDF.
+* Missing value codes, cases, number representations, etc.
+* If possible, try to solve this in metadata-json to have provenance.
+* COW allows you to do this with python functions and jinja2 templating.
+* Double curly brace notation `{{}}` to tell COW that you want to take column name and do something special with it.
+* Searching for "your problem" + "jinja2" will often get you an answer. Bit of trial and error also useful.
+* See github and readthedocs for some commonly used functions.
+
+## Data transformations
+* Example: string slice.
+* Take first three characters of string with python string slices.
+```{r eval = F}
+"valueUrl": "clioctr:{{Country[0:3]}}",
+```
+* You can chain these functions using `|`.
+```{r eval = F}
+"valueUrl": "clioctr:{{Country[0:3]|upper}}",
+```
+
+## Data transformations: literals
+* Transforms in valueUrl create URIs.
+* To transforms literals, use csvw:value.
+* Example, replace the comma `,` (thousand separator) with nothing in the numbers.
+```{r eval = F}
+"csvw:value": "{{Int|replace(',', '')}}",
+```
+
+## Null
+* Null allows you to exclude cells (not rows) from the rdf output.
+* Simply specify the value(s) you want to exlude (in a list).
+* Refers to the column in name/titles. Cannot refer to other column, that should be done with ifelse statement.
+* These should all work, first two should give identical results.
+```{r eval = F}
+"null": "Macau"
+"null": ["Macau"]
+"null": ["Macau", "Qatar"]
+```
+* So this would only work in the description of the column `Country`. If you want to refer to `Country` for another column, you'd use a conditional: {%if% ...
+
+## Null
+* COW automatically skips empty cells.
+* Usually desired behaviour, but maybe you'd like to do something with the empty value.
+* Use `csvw:parseOnEmpty` (default is false).
+```{r eval = F}
+"csvw:parseOnEmpty": true
+```
+
+## Language
+* For string literals it can be good to add a language tag.
+* Is this occupation in French, Dutch, English, etc.
+* Simply add a `lang` element to a column block where the `datatype` is `string`.
+```{r eval = F}
+"lang": "en",
+```
+* `"string"^^<http://wwww.w3...` now `"string"@en`.
+* en for English, fr for French, nl for Dutch, etc.
+
+## More options.
+* `collectionUrl` to place items as skos:concept in a skos:collection.
+* `schemeUrl` to place items as skos:concept in a skos:scheme.
+* Useful to do, but not essential. Makes data structure more complete.
+
+## Metadata
+* Two things should be added to the metadata blocks (not the tableSchema):
+    * Who converted the data (you).
+    * Where the original data comes from.
+* Easy to make mistakes here, but very generic.
+* Just copy-paste from a complete one.
+
+## The author
+* COW takes the converter to be the author.
+* After `publisher` bit, add (very minimal):
+```{r eval = F}
+ "dc:author": {
+      "rdf:type": [
+        {
+          "@id": "foaf:Person"
+        },
+        {
+          "@id": "prov:Person"
+        }
+      ],
+      "foaf:name": ["Auke Rijpma"],
+        "foaf:mbox": {
+            "@id": "mailto:auke@example.com"
+        },
+    },
+```
+  
+## Original dataset
+* Done with `prov:wasDerivedFrom`. 
+* Again after publisher:
+
+```{r eval = F}
+"prov:wasDerivedFrom": [{
+    "@id": "http://www.imf.org/external/datamapper/PPPPC@WEO/THA"
+},
+```
+* This is case of website, paper is more difficult.
+
+
+## Original dataset
+```{r eval = F}
+"prov:wasDerivedFrom": [{
+  "rdf:type": {
+      "@id": "bibo:Article"
+  },
+  "dc:title": {
+      "@value": "Building life course datasets from population registers by the Historical Sample of the Netherlands (HSN)",
+      "@lang": "en"
+  },
+  "dc:author": ["Mandemakers, K."],
+  "dc:publisher": "Edinburg UP",
+  "dc:date": {"@value":"2006", "@type":"xsd:gYear"},
+  "dc:isPartOf": ["http://www.euppublishing.com/toc/hac/14/1-2"]
+ }],
+```
diff --git a/docs/teaching/cow_usage.html b/docs/teaching/cow_usage.html
new file mode 100644
index 0000000..a05f5e6
--- /dev/null
+++ b/docs/teaching/cow_usage.html
@@ -0,0 +1,538 @@
+<?xml version="1.0" encoding="utf-8" ?>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd">
+<html xmlns="http://www.w3.org/1999/xhtml">
+<head>
+  <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+  <meta http-equiv="Content-Style-Type" content="text/css" />
+  <meta name="generator" content="pandoc" />
+  <meta name="author" content="Auke Rijpma, Ruben Schalk, and Richard Zijdeman" />
+  <meta name="date" content="2017-02-23" />
+  <title>COW usage</title>
+  <style type="text/css">code{white-space: pre;}</style>
+  <style type="text/css">
+div.sourceCode { overflow-x: auto; }
+table.sourceCode, tr.sourceCode, td.lineNumbers, td.sourceCode {
+  margin: 0; padding: 0; vertical-align: baseline; border: none; }
+table.sourceCode { width: 100%; line-height: 100%; }
+td.lineNumbers { text-align: right; padding-right: 4px; padding-left: 4px; color: #aaaaaa; border-right: 1px solid #aaaaaa; }
+td.sourceCode { padding-left: 5px; }
+code > span.kw { color: #007020; font-weight: bold; } /* Keyword */
+code > span.dt { color: #902000; } /* DataType */
+code > span.dv { color: #40a070; } /* DecVal */
+code > span.bn { color: #40a070; } /* BaseN */
+code > span.fl { color: #40a070; } /* Float */
+code > span.ch { color: #4070a0; } /* Char */
+code > span.st { color: #4070a0; } /* String */
+code > span.co { color: #60a0b0; font-style: italic; } /* Comment */
+code > span.ot { color: #007020; } /* Other */
+code > span.al { color: #ff0000; font-weight: bold; } /* Alert */
+code > span.fu { color: #06287e; } /* Function */
+code > span.er { color: #ff0000; font-weight: bold; } /* Error */
+code > span.wa { color: #60a0b0; font-weight: bold; font-style: italic; } /* Warning */
+code > span.cn { color: #880000; } /* Constant */
+code > span.sc { color: #4070a0; } /* SpecialChar */
+code > span.vs { color: #4070a0; } /* VerbatimString */
+code > span.ss { color: #bb6688; } /* SpecialString */
+code > span.im { } /* Import */
+code > span.va { color: #19177c; } /* Variable */
+code > span.cf { color: #007020; font-weight: bold; } /* ControlFlow */
+code > span.op { color: #666666; } /* Operator */
+code > span.bu { } /* BuiltIn */
+code > span.ex { } /* Extension */
+code > span.pp { color: #bc7a00; } /* Preprocessor */
+code > span.at { color: #7d9029; } /* Attribute */
+code > span.do { color: #ba2121; font-style: italic; } /* Documentation */
+code > span.an { color: #60a0b0; font-weight: bold; font-style: italic; } /* Annotation */
+code > span.cv { color: #60a0b0; font-weight: bold; font-style: italic; } /* CommentVar */
+code > span.in { color: #60a0b0; font-weight: bold; font-style: italic; } /* Information */
+  </style>
+  <link href="data:text/css;charset=utf-8,%0Abody%0A%7B%0Amargin%3A%200%200%200%200%3B%0Apadding%3A%200%200%200%200%3B%0Awidth%3A%20100%25%3B%0Aheight%3A%20100%25%3B%0Acolor%3A%20black%3B%0Abackground%2Dcolor%3A%20white%3B%0Afont%2Dfamily%3A%20%22Gill%20Sans%20MT%22%2C%20%22Gill%20Sans%22%2C%20GillSans%2C%20sans%2Dserif%3B%0Afont%2Dsize%3A%2014pt%3B%0A%7D%0Adiv%2Etoolbar%20%7B%0Aposition%3A%20fixed%3B%20z%2Dindex%3A%20200%3B%0Atop%3A%20auto%3B%20bottom%3A%200%3B%20left%3A%200%3B%20right%3A%200%3B%0Aheight%3A%201%2E2em%3B%20text%2Dalign%3A%20right%3B%0Apadding%2Dleft%3A%201em%3B%0Apadding%2Dright%3A%201em%3B%20font%2Dsize%3A%2060%25%3B%0Acolor%3A%20DimGray%3B%0Abackground%2Dcolor%3A%20rgb%28240%2C240%2C240%29%3B%0Aborder%2Dtop%3A%20solid%201px%20rgb%28180%2C180%2C180%29%3B%0A%7D%0Adiv%2Etoolbar%20span%2Ecopyright%20%7B%0Acolor%3A%20DimGray%3B%0Amargin%2Dleft%3A%200%2E5em%3B%0A%7D%0Adiv%2Einitial%5Fprompt%20%7B%0Aposition%3A%20absolute%3B%0Az%2Dindex%3A%201000%3B%0Abottom%3A%201%2E2em%3B%0Awidth%3A%20100%25%3B%0Abackground%2Dcolor%3A%20rgb%28200%2C200%2C200%29%3B%0Aopacity%3A%200%2E35%3B%0Abackground%2Dcolor%3A%20rgb%28200%2C200%2C200%2C%200%2E35%29%3B%0Acursor%3A%20pointer%3B%0A%7D%0Adiv%2Einitial%5Fprompt%20p%2Ehelp%20%7B%0Atext%2Dalign%3A%20center%3B%0A%7D%0Adiv%2Einitial%5Fprompt%20p%2Eclose%20%7B%0Atext%2Dalign%3A%20right%3B%0Afont%2Dstyle%3A%20italic%3B%0A%7D%0Adiv%2Eslidy%5Ftoc%20%7B%0Aposition%3A%20absolute%3B%0Az%2Dindex%3A%20300%3B%0Awidth%3A%2060%25%3B%0Amax%2Dwidth%3A%2030em%3B%0Aheight%3A%2030em%3B%0Aoverflow%3A%20auto%3B%0Atop%3A%20auto%3B%0Aright%3A%20auto%3B%0Aleft%3A%204em%3B%0Abottom%3A%204em%3B%0Apadding%3A%201em%3B%0Abackground%3A%20rgb%28240%2C240%2C240%29%3B%0Aborder%2Dstyle%3A%20solid%3B%0Aborder%2Dwidth%3A%202px%3B%0Afont%2Dsize%3A%2060%25%3B%0A%7D%0Adiv%2Eslidy%5Ftoc%20%2Etoc%5Fheading%20%7B%0Atext%2Dalign%3A%20center%3B%0Awidth%3A%20100%25%3B%0Amargin%3A%200%3B%0Amargin%2Dbottom%3A%201em%3B%0Aborder%2Dbottom%2Dstyle%3A%20solid%3B%0Aborder%2Dbottom%2Dcolor%3A%20rgb%28180%2C180%2C180%29%3B%0Aborder%2Dbottom%2Dwidth%3A%201px%3B%0A%7D%0Adiv%2Eslide%20%7B%0Az%2Dindex%3A%2020%3B%0Amargin%3A%200%200%200%200%3B%0Apadding%2Dtop%3A%200%3B%0Apadding%2Dbottom%3A%200%3B%0Apadding%2Dleft%3A%2020px%3B%0Apadding%2Dright%3A%2020px%3B%0Aborder%2Dwidth%3A%200%3B%0Aclear%3A%20both%3B%0Atop%3A%200%3B%0Abottom%3A%200%3B%0Aleft%3A%200%3B%0Aright%3A%200%3B%0Aline%2Dheight%3A%20120%25%3B%0Abackground%2Dcolor%3A%20transparent%3B%0A%7D%0Adiv%2Ebackground%20%7B%0Adisplay%3A%20none%3B%0A%7D%0Adiv%2Ehandout%20%7B%0Amargin%2Dleft%3A%2020px%3B%0Amargin%2Dright%3A%2020px%3B%0A%7D%0Adiv%2Eslide%2Etitlepage%20%7B%0Atext%2Dalign%3A%20center%3B%0A%7D%0Adiv%2Eslide%2Etitlepage%20h1%20%7B%0Apadding%2Dtop%3A%2010%25%3B%0Amargin%2Dright%3A%200%3B%0A%7D%0Adiv%2Eslide%20h1%20%7B%0Apadding%2Dleft%3A%200%3B%0Apadding%2Dright%3A%2020pt%3B%0Apadding%2Dtop%3A%204pt%3B%0Apadding%2Dbottom%3A%204pt%3B%0Amargin%2Dtop%3A%200%3B%0Amargin%2Dleft%3A%200%3B%0Amargin%2Dright%3A%2060pt%3B%0Amargin%2Dbottom%3A%200%2E5em%3B%0Adisplay%3A%20block%3B%20font%2Dsize%3A%20160%25%3B%0Aline%2Dheight%3A%201%2E2em%3B%0Abackground%3A%20transparent%3B%0A%7D%0A%40media%20screen%20and%20%28max%2Ddevice%2Dwidth%3A%201024px%29%0A%7B%0Adiv%2Eslide%20%7B%20font%2Dsize%3A%20100%25%3B%20%7D%0A%7D%0A%40media%20screen%20and%20%28max%2Ddevice%2Dwidth%3A%20800px%29%0A%7B%0Adiv%2Eslide%20%7B%20font%2Dsize%3A%20200%25%3B%20%7D%0Adiv%2Eslidy%5Ftoc%20%7B%0Atop%3A%201em%3B%0Aleft%3A%201em%3B%0Aright%3A%20auto%3B%0Awidth%3A%2080%25%3B%0Afont%2Dsize%3A%20180%25%3B%0A%7D%0A%7D%0Adiv%2Etoc%2Dheading%20%7B%0Awidth%3A%20100%25%3B%0Aborder%2Dbottom%3A%20solid%201px%20rgb%28180%2C180%2C180%29%3B%0Amargin%2Dbottom%3A%201em%3B%0Atext%2Dalign%3A%20center%3B%0A%7D%0Aimg%20%7B%0Aimage%2Drendering%3A%20optimize%2Dquality%3B%0A%7D%0Apre%20%7B%0Afont%2Dsize%3A%2080%25%3B%0Afont%2Dweight%3A%20bold%3B%0Aline%2Dheight%3A%20120%25%3B%0Apadding%2Dtop%3A%200%2E2em%3B%0Apadding%2Dbottom%3A%200%2E2em%3B%0Apadding%2Dleft%3A%201em%3B%0Apadding%2Dright%3A%201em%3B%0Aborder%2Dstyle%3A%20solid%3B%0Aborder%2Dleft%2Dwidth%3A%201em%3B%0Aborder%2Dtop%2Dwidth%3A%20thin%3B%0Aborder%2Dright%2Dwidth%3A%20thin%3B%0Aborder%2Dbottom%2Dwidth%3A%20thin%3B%0Aborder%2Dcolor%3A%20%2395ABD0%3B%0Acolor%3A%20%2300428C%3B%0Abackground%2Dcolor%3A%20%23E4E5E7%3B%0A%7D%0Ali%20pre%20%7B%20margin%2Dleft%3A%200%3B%20%7D%0Ablockquote%20%7B%20font%2Dstyle%3A%20italic%20%7D%0Aimg%20%7B%20background%2Dcolor%3A%20transparent%20%7D%0Ap%2Ecopyright%20%7B%20font%2Dsize%3A%20smaller%20%7D%0A%2Ecenter%20%7B%20text%2Dalign%3A%20center%20%7D%0A%2Efootnote%20%7B%20font%2Dsize%3A%20smaller%3B%20margin%2Dleft%3A%202em%3B%20%7D%0Aa%20img%20%7B%20border%2Dwidth%3A%200%3B%20border%2Dstyle%3A%20none%20%7D%0Aa%3Avisited%20%7B%20color%3A%20navy%20%7D%0Aa%3Alink%20%7B%20color%3A%20navy%20%7D%0Aa%3Ahover%20%7B%20color%3A%20red%3B%20text%2Ddecoration%3A%20underline%20%7D%0Aa%3Aactive%20%7B%20color%3A%20red%3B%20text%2Ddecoration%3A%20underline%20%7D%0Aa%20%7Btext%2Ddecoration%3A%20none%7D%0A%2Etoolbar%20a%3Alink%20%7Bcolor%3A%20blue%7D%0A%2Etoolbar%20a%3Avisited%20%7Bcolor%3A%20blue%7D%0A%2Etoolbar%20a%3Aactive%20%7Bcolor%3A%20red%7D%0A%2Etoolbar%20a%3Ahover%20%7Bcolor%3A%20red%7D%0Aul%20%7B%20list%2Dstyle%2Dtype%3A%20square%3B%20%7D%0Aul%20ul%20%7B%20list%2Dstyle%2Dtype%3A%20disc%3B%20%7D%0Aul%20ul%20ul%20%7B%20list%2Dstyle%2Dtype%3A%20circle%3B%20%7D%0Aul%20ul%20ul%20ul%20%7B%20list%2Dstyle%2Dtype%3A%20disc%3B%20%7D%0Ali%20%7B%20margin%2Dleft%3A%200%2E5em%3B%20margin%2Dtop%3A%200%2E5em%3B%20%7D%0Ali%20li%20%7B%20font%2Dsize%3A%2085%25%3B%20font%2Dstyle%3A%20italic%20%7D%0Ali%20li%20li%20%7B%20font%2Dsize%3A%2085%25%3B%20font%2Dstyle%3A%20normal%20%7D%0Adiv%20dt%0A%7B%0Amargin%2Dleft%3A%200%3B%0Amargin%2Dtop%3A%201em%3B%0Amargin%2Dbottom%3A%200%2E5em%3B%0Afont%2Dweight%3A%20bold%3B%0A%7D%0Adiv%20dd%0A%7B%0Amargin%2Dleft%3A%202em%3B%0Amargin%2Dbottom%3A%200%2E5em%3B%0A%7D%0Ap%2Cpre%2Cul%2Col%2Cblockquote%2Ch2%2Ch3%2Ch4%2Ch5%2Ch6%2Cdl%2Ctable%20%7B%0Amargin%2Dleft%3A%201em%3B%0Amargin%2Dright%3A%201em%3B%0A%7D%0Ap%2Esubhead%20%7B%20font%2Dweight%3A%20bold%3B%20margin%2Dtop%3A%202em%3B%20%7D%0A%2Esmaller%20%7B%20font%2Dsize%3A%20smaller%20%7D%0A%2Ebigger%20%7B%20font%2Dsize%3A%20130%25%20%7D%0Atd%2Cth%20%7B%20padding%3A%200%2E2em%20%7D%0Aul%20%7B%0Amargin%3A%200%2E5em%201%2E5em%200%2E5em%201%2E5em%3B%0Apadding%3A%200%3B%0A%7D%0Aol%20%7B%0Amargin%3A%200%2E5em%201%2E5em%200%2E5em%201%2E5em%3B%0Apadding%3A%200%3B%0A%7D%0Aul%20%7B%20list%2Dstyle%2Dtype%3A%20square%3B%20%7D%0Aul%20ul%20%7B%20list%2Dstyle%2Dtype%3A%20disc%3B%20%7D%0Aul%20ul%20ul%20%7B%20list%2Dstyle%2Dtype%3A%20circle%3B%20%7D%0Aul%20ul%20ul%20ul%20%7B%20list%2Dstyle%2Dtype%3A%20disc%3B%20%7D%0Aul%20li%20%7B%20list%2Dstyle%3A%20square%3B%0Amargin%3A%200%2E1em%200em%200%2E6em%200%3B%0Apadding%3A%200%200%200%200%3B%0Aline%2Dheight%3A%20140%25%3B%0A%7D%0Aol%20li%20%7B%20margin%3A%200%2E1em%200em%200%2E6em%201%2E5em%3B%0Apadding%3A%200%200%200%200px%3B%0Aline%2Dheight%3A%20140%25%3B%0Alist%2Dstyle%2Dtype%3A%20decimal%3B%0A%7D%0Ali%20ul%20li%20%7B%20font%2Dsize%3A%2085%25%3B%20font%2Dstyle%3A%20italic%3B%0Alist%2Dstyle%2Dtype%3A%20disc%3B%0Abackground%3A%20transparent%3B%0Apadding%3A%200%200%200%200%3B%0A%7D%0Ali%20li%20ul%20li%20%7B%20font%2Dsize%3A%2085%25%3B%20font%2Dstyle%3A%20normal%3B%0Alist%2Dstyle%2Dtype%3A%20circle%3B%0Abackground%3A%20transparent%3B%0Apadding%3A%200%200%200%200%3B%0A%7D%0Ali%20li%20li%20ul%20li%20%7B%0Alist%2Dstyle%2Dtype%3A%20disc%3B%0Abackground%3A%20transparent%3B%0Apadding%3A%200%200%200%200%3B%0A%7D%0Ali%20ol%20li%20%7B%0Alist%2Dstyle%2Dtype%3A%20decimal%3B%0A%7D%0Ali%20li%20ol%20li%20%7B%0Alist%2Dstyle%2Dtype%3A%20decimal%3B%0A%7D%0A%0Aol%2Eoutline%20li%3Ahover%20%7B%20cursor%3A%20pointer%20%7D%0Aol%2Eoutline%20li%2Enofold%3Ahover%20%7B%20cursor%3A%20default%20%7D%0Aul%2Eoutline%20li%3Ahover%20%7B%20cursor%3A%20pointer%20%7D%0Aul%2Eoutline%20li%2Enofold%3Ahover%20%7B%20cursor%3A%20default%20%7D%0Aol%2Eoutline%20%7B%20list%2Dstyle%3Adecimal%3B%20%7D%0Aol%2Eoutline%20ol%20%7B%20list%2Dstyle%2Dtype%3Alower%2Dalpha%20%7D%0Aol%2Eoutline%20li%2Enofold%20%7B%0Apadding%3A%200%200%200%2020px%3B%0Abackground%3A%20transparent%20url%28data%3Aimage%2Fgif%3Bbase64%2CR0lGODdhCQAJAIACAMzMzOvr%2FywAAAAACQAJAAACD4SPoRvG614Dctb4MEMcFAA7%29%20no%2Drepeat%200px%200%2E5em%3B%0A%7D%0Aol%2Eoutline%20li%2Eunfolded%20%7B%0Apadding%3A%200%200%200%2020px%3B%0Abackground%3A%20transparent%20url%28data%3Aimage%2Fgif%3Bbase64%2CR0lGODdhCQAJAKEDAMPD%2F8zMzOvr%2F%2F%2F%2F%2FywAAAAACQAJAAACEYyPoivG614LAlg7ZZbxoR8UADs%3D%29%20no%2Drepeat%200px%200%2E5em%3B%0A%7D%0Aol%2Eoutline%20li%2Efolded%20%7B%0Apadding%3A%200%200%200%2020px%3B%0Abackground%3A%20transparent%20url%28data%3Aimage%2Fgif%3Bbase64%2CR0lGODdhCQAJAKEDAMPD%2F8zMzOvr%2F%2F%2F%2F%2FywAAAAACQAJAAACFIyPoiu2sJyCyoF7W3hxz850CFIAADs%3D%29%20no%2Drepeat%200px%200%2E5em%3B%0A%7D%0Aol%2Eoutline%20li%2Eunfolded%3Ahover%20%7B%0Apadding%3A%200%200%200%2020px%3B%0Abackground%3A%20transparent%20url%28data%3Aimage%2Fgif%3Bbase64%2CR0lGODdhCQAJAKEDAAAAAAAA%2F8PD%2F%2F%2F%2F%2FywAAAAACQAJAAACEYSPoivG614DIlg7ZZbxoQ8UADs%3D%29%20no%2Drepeat%200px%200%2E5em%3B%0A%7D%0Aol%2Eoutline%20li%2Efolded%3Ahover%20%7B%0Apadding%3A%200%200%200%2020px%3B%0Abackground%3A%20transparent%20url%28data%3Aimage%2Fgif%3Bbase64%2CR0lGODdhCQAJAKEDAAAAAAAA%2F8PD%2F%2F%2F%2F%2FywAAAAACQAJAAACFISPoiu2sZyCyoV7G3hxz850CFIAADs%3D%29%20no%2Drepeat%200px%200%2E5em%3B%0A%7D%0Aul%2Eoutline%20li%2Enofold%20%7B%0Apadding%3A%200%200%200%2020px%3B%0Abackground%3A%20transparent%20url%28data%3Aimage%2Fgif%3Bbase64%2CR0lGODdhCQAJAIACAMzMzOvr%2FywAAAAACQAJAAACD4SPoRvG614Dctb4MEMcFAA7%29%20no%2Drepeat%200px%200%2E5em%3B%0A%7D%0Aul%2Eoutline%20li%2Eunfolded%20%7B%0Apadding%3A%200%200%200%2020px%3B%0Abackground%3A%20transparent%20url%28data%3Aimage%2Fgif%3Bbase64%2CR0lGODdhCQAJAKEDAMPD%2F8zMzOvr%2F%2F%2F%2F%2FywAAAAACQAJAAACEYyPoivG614LAlg7ZZbxoR8UADs%3D%29%20no%2Drepeat%200px%200%2E5em%3B%0A%7D%0Aul%2Eoutline%20li%2Efolded%20%7B%0Apadding%3A%200%200%200%2020px%3B%0Abackground%3A%20transparent%20url%28data%3Aimage%2Fgif%3Bbase64%2CR0lGODdhCQAJAKEDAMPD%2F8zMzOvr%2F%2F%2F%2F%2FywAAAAACQAJAAACFIyPoiu2sJyCyoF7W3hxz850CFIAADs%3D%29%20no%2Drepeat%200px%200%2E5em%3B%0A%7D%0Aul%2Eoutline%20li%2Eunfolded%3Ahover%20%7B%0Apadding%3A%200%200%200%2020px%3B%0Abackground%3A%20transparent%20url%28data%3Aimage%2Fgif%3Bbase64%2CR0lGODdhCQAJAKEDAAAAAAAA%2F8PD%2F%2F%2F%2F%2FywAAAAACQAJAAACEYSPoivG614DIlg7ZZbxoQ8UADs%3D%29%20no%2Drepeat%200px%200%2E5em%3B%0A%7D%0Aul%2Eoutline%20li%2Efolded%3Ahover%20%7B%0Apadding%3A%200%200%200%2020px%3B%0Abackground%3A%20transparent%20url%28data%3Aimage%2Fgif%3Bbase64%2CR0lGODdhCQAJAKEDAAAAAAAA%2F8PD%2F%2F%2F%2F%2FywAAAAACQAJAAACFISPoiu2sZyCyoV7G3hxz850CFIAADs%3D%29%20no%2Drepeat%200px%200%2E5em%3B%0A%7D%0A%0Aa%2Etitleslide%20%7B%20font%2Dweight%3A%20bold%3B%20font%2Dstyle%3A%20italic%20%7D%0A%0Aimg%2Ehidden%20%7B%20display%3A%20none%3B%20visibility%3A%20hidden%20%7D%0Adiv%2Einitial%5Fprompt%20%7B%20display%3A%20none%3B%20visibility%3A%20hidden%20%7D%0Adiv%2Eslide%20%7B%0Avisibility%3A%20visible%3B%0Aposition%3A%20inherit%3B%0A%7D%0Adiv%2Ehandout%20%7B%0Aborder%2Dtop%2Dstyle%3A%20solid%3B%0Aborder%2Dtop%2Dwidth%3A%20thin%3B%0Aborder%2Dtop%2Dcolor%3A%20black%3B%0A%7D%0A%40media%20screen%20%7B%0A%2Ehidden%20%7B%20display%3A%20none%3B%20visibility%3A%20visible%20%7D%0Adiv%2Eslide%2Ehidden%20%7B%20display%3A%20block%3B%20visibility%3A%20visible%20%7D%0Adiv%2Ehandout%2Ehidden%20%7B%20display%3A%20block%3B%20visibility%3A%20visible%20%7D%0Adiv%2Ebackground%20%7B%20display%3A%20none%3B%20visibility%3A%20hidden%20%7D%0Abody%2Esingle%5Fslide%20div%2Einitial%5Fprompt%20%7B%20display%3A%20block%3B%20visibility%3A%20visible%20%7D%0Abody%2Esingle%5Fslide%20div%2Ebackground%20%7B%20display%3A%20block%3B%20visibility%3A%20visible%20%7D%0Abody%2Esingle%5Fslide%20div%2Ebackground%2Ehidden%20%7B%20display%3A%20none%3B%20visibility%3A%20hidden%20%7D%0Abody%2Esingle%5Fslide%20%2Einvisible%20%7B%20visibility%3A%20hidden%20%7D%0Abody%2Esingle%5Fslide%20%2Ehidden%20%7B%20display%3A%20none%3B%20visibility%3A%20hidden%20%7D%0Abody%2Esingle%5Fslide%20div%2Eslide%20%7B%20position%3A%20absolute%20%7D%0Abody%2Esingle%5Fslide%20div%2Ehandout%20%7B%20display%3A%20none%3B%20visibility%3A%20hidden%20%7D%0A%7D%0A%40media%20print%20%7B%0A%2Ehidden%20%7B%20display%3A%20block%3B%20visibility%3A%20visible%20%7D%0Adiv%2Eslide%20pre%20%7B%20font%2Dsize%3A%2060%25%3B%20padding%2Dleft%3A%200%2E5em%3B%20%7D%0Adiv%2Etoolbar%20%7B%20display%3A%20none%3B%20visibility%3A%20hidden%3B%20%7D%0Adiv%2Eslidy%5Ftoc%20%7B%20display%3A%20none%3B%20visibility%3A%20hidden%3B%20%7D%0Adiv%2Ebackground%20%7B%20display%3A%20none%3B%20visibility%3A%20hidden%3B%20%7D%0Adiv%2Eslide%20%7B%20page%2Dbreak%2Dbefore%3A%20always%20%7D%0A%0Adiv%2Eslide%2Efirst%2Dslide%20%7B%20page%2Dbreak%2Dbefore%3A%20avoid%20%7D%0A%7D%0A%0A%0A%2Ejslider%20table%20%7B%0Amargin%2Dleft%3A%200em%3B%0Amargin%2Dright%3A%200em%3B%0A%7D%0A%0Atable%2EdataTable%2C%20%2Eshiny%2Ddatatable%2Doutput%20div%20%7B%0Afont%2Dsize%3A%2014pt%3B%0A%7D%0A%0A%2EdataTables%5Finfo%2C%20%2EdataTables%5Fpaginate%20%7B%0Afont%2Dsize%3A%2019px%3B%0A%7D%0A%0Apre%2EsourceCode%2C%20code%2EsourceCode%20%7B%0Afont%2Dsize%3A%2080%25%3B%0A%7D%0A%0Alabel%2C%20button%2C%20input%2C%20select%2C%20textarea%20%7B%0Afont%2Dsize%3A%2014pt%3B%0A%7D%0A%0Aul%2Enav%2C%20ul%2Enav%20li%20%7B%0Alist%2Dstyle%2Dtype%3A%20none%3B%0A%7D%0A" rel="stylesheet" />
+  <script src="data:application/x-javascript;base64,/* slidy.js

   Copyright (c) 2005-2013 W3C (MIT, ERCIM, Keio), All Rights Reserved.
   W3C liability, trademark, document use and software licensing
   rules apply, see:

   http://www.w3.org/Consortium/Legal/copyright-documents
   http://www.w3.org/Consortium/Legal/copyright-software

   Defines single name "w3c_slidy" in global namespace
   Adds event handlers without trampling on any others
*/

// the slidy object implementation
var w3c_slidy = {
  // classify which kind of browser we're running under
  ns_pos: (typeof window.pageYOffset!='undefined'),
  khtml: ((navigator.userAgent).indexOf("KHTML") >= 0 ? true : false),
  opera: ((navigator.userAgent).indexOf("Opera") >= 0 ? true : false),
  ipad: ((navigator.userAgent).indexOf("iPad") >= 0 ? true : false),
  iphone: ((navigator.userAgent).indexOf("iPhone") >= 0 ? true : false),
  android: ((navigator.userAgent).indexOf("Android") >= 0 ? true : false),
  ie: (typeof document.all != "undefined" && !this.opera),
  ie6: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 6") != -1),
  ie7: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 7") != -1),
  ie8: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 8") != -1),
  ie9: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 9") != -1),

  // data for swipe and double tap detection on touch screens
  last_tap: 0,
  prev_tap: 0,
  start_x: 0,
  start_y: 0,
  delta_x: 0,
  delta_y: 0,

  // are we running as XHTML? (doesn't work on Opera)
  is_xhtml: /xml/.test(document.contentType),

  slide_number: 0, // integer slide count: 0, 1, 2, ...
  slide_number_element: null, // element containing slide number
  slides: [], // set to array of slide div's
  notes: [], // set to array of handout div's
  backgrounds: [], // set to array of background div's
  observers: [], // list of observer functions
  toolbar: null, // element containing toolbar
  title: null, // document title
  last_shown: null, // last incrementally shown item
  eos: null,  // span element for end of slide indicator
  toc: null, // table of contents
  outline: null, // outline element with the focus
  selected_text_len: 0, // length of drag selection on document
  view_all: 0,  // 1 to view all slides + handouts
  want_toolbar: true,  // user preference to show/hide toolbar
  mouse_click_enabled: true, // enables left click for next slide
  scroll_hack: 0, // IE work around for position: fixed
  disable_slide_click: false,  // used by clicked anchors

  lang: "en", // updated to language specified by html file

  help_anchor: null, // used for keyboard focus hack in showToolbar()
  help_page: "http://www.w3.org/Talks/Tools/Slidy2/help/help.html",
  help_text: "Navigate with mouse click, space bar, Cursor Left/Right, " +
             "or Pg Up and Pg Dn. Use S and B to change font size.",

  size_index: 0,
  size_adjustment: 0,
  sizes:  new Array("10pt", "12pt", "14pt", "16pt", "18pt", "20pt",
                    "22pt", "24pt", "26pt", "28pt", "30pt", "32pt"),

  // needed for efficient resizing
  last_width: 0,
  last_height: 0,


  // Needed for cross browser support for relative width/height on
  // object elements. The work around is to save width/height attributes
  // and then to recompute absolute width/height dimensions on resizing
   objects: [],

  // attach initialiation event handlers
  set_up: function () {
    var init = function() { w3c_slidy.init(); };
    if (typeof window.addEventListener != "undefined")
      window.addEventListener("load", init, false);
    else
      window.attachEvent("onload", init);
  },

  hide_slides: function () {
    if (document.body && !w3c_slidy.initialized)
      document.body.style.visibility = "hidden";
    else
      setTimeout(w3c_slidy.hide_slides, 50);
  },

  // hack to persuade IE to compute correct document height
  // as needed for simulating fixed positioning of toolbar
  ie_hack: function () {
    window.resizeBy(0,-1);
    window.resizeBy(0, 1);
  },

  init: function () {
    //alert("slidy starting test 10");
    document.body.style.visibility = "visible";
    this.init_localization();
    this.add_toolbar();
    this.wrap_implicit_slides();
    this.collect_slides();
    this.collect_notes();
    this.collect_backgrounds();
    this.objects = document.body.getElementsByTagName("object");
    this.patch_anchors();
    this.slide_number = this.find_slide_number(location.href);
    window.offscreenbuffering = true;
    this.size_adjustment = this.find_size_adjust();
    this.time_left = this.find_duration();
    this.hide_image_toolbar();  // suppress IE image toolbar popup
    this.init_outliner();  // activate fold/unfold support
    this.title = document.title;
    this.keyboardless = (this.ipad||this.iphone||this.android);

    if (this.keyboardless)
    {
      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
      this.want_toolbar = 0;
    }

    // work around for opera bug
    this.is_xhtml = (document.body.tagName == "BODY" ? false : true);

    if (this.slides.length > 0)
    {
      var slide = this.slides[this.slide_number];
   
      if (this.slide_number > 0)
      {
        this.set_visibility_all_incremental("visible");
        this.last_shown = this.previous_incremental_item(null);
        this.set_eos_status(true);
      }
      else
      {
        this.last_shown = null;
        this.set_visibility_all_incremental("hidden");
        this.set_eos_status(!this.next_incremental_item(this.last_shown));
      }

      this.set_location();
      this.add_class(this.slides[0], "first-slide");
      w3c_slidy.show_slide(slide);
    }

    this.toc = this.table_of_contents();

    this.add_initial_prompt();

    // bind event handlers without interfering with custom page scripts
    // Tap events behave too weirdly to support clicks reliably on
    // iPhone and iPad, so exclude these from click handler

    if (!this.keyboardless)
    {
      this.add_listener(document.body, "click", this.mouse_button_click);
      this.add_listener(document.body, "mousedown", this.mouse_button_down);
    }

    this.add_listener(document, "keydown", this.key_down);
    this.add_listener(document, "keypress", this.key_press);
    this.add_listener(window, "resize", this.resized);
    this.add_listener(window, "scroll", this.scrolled);
    this.add_listener(window, "unload", this.unloaded);

    this.add_listener(document, "gesturechange", function ()
    {
      return false;
    });

    this.attach_touch_handers(this.slides);

    // this seems to be a debugging hack
    //if (!document.body.onclick)
    //  document.body.onclick = function () { };

    this.single_slide_view();

    //this.set_location();

    this.resized();

    if (this.ie7)
      setTimeout(w3c_slidy.ie_hack, 100);

    this.show_toolbar();

    // for back button detection
    setInterval(function () { w3c_slidy.check_location(); }, 200);
    w3c_slidy.initialized = true;
  },

  // create div element with links to each slide
  table_of_contents: function () {
    var toc = this.create_element("div");
    this.add_class(toc, "slidy_toc hidden");
    //toc.setAttribute("tabindex", "0");

    var heading = this.create_element("div");
    this.add_class(heading, "toc-heading");
    heading.innerHTML = this.localize("Table of Contents");

    toc.appendChild(heading);
    var previous = null;

    for (var i = 0; i < this.slides.length; ++i)
    {
      var title = this.has_class(this.slides[i], "title");
      var num = document.createTextNode((i + 1) + ". ");

      toc.appendChild(num);

      var a = this.create_element("a");
      a.setAttribute("href", "#(" + (i+1) + ")");

      if (title)
        this.add_class(a, "titleslide");

      var name = document.createTextNode(this.slide_name(i));
      a.appendChild(name);
      a.onclick = w3c_slidy.toc_click;
      a.onkeydown = w3c_slidy.toc_key_down;
      a.previous = previous;

      if (previous)
        previous.next = a;

      toc.appendChild(a);

      if (i == 0)
        toc.first = a;

      if (i < this.slides.length - 1)
      {
        var br = this.create_element("br");
        toc.appendChild(br);
      }

      previous = a;
    }

    toc.focus = function () {
      if (this.first)
        this.first.focus();
    }

    toc.onmouseup = w3c_slidy.mouse_button_up;

    toc.onclick = function (e) {
      e||(e=window.event);

      if (w3c_slidy.selected_text_len <= 0)
         w3c_slidy.hide_table_of_contents(true);

      w3c_slidy.stop_propagation(e);
    
      if (e.cancel != undefined)
        e.cancel = true;
      
      if (e.returnValue != undefined)
        e.returnValue = false;
      
      return false;
    };

    document.body.insertBefore(toc, document.body.firstChild);
    return toc;
  },

  is_shown_toc: function () {
    return !w3c_slidy.has_class(w3c_slidy.toc, "hidden");
  },

  show_table_of_contents: function () {
    w3c_slidy.remove_class(w3c_slidy.toc, "hidden");
    var toc = w3c_slidy.toc;
    toc.focus();

    if (w3c_slidy.ie7 && w3c_slidy.slide_number == 0)
      setTimeout(w3c_slidy.ie_hack, 100);
  },

  hide_table_of_contents: function (focus) {
    w3c_slidy.add_class(w3c_slidy.toc, "hidden");

    if (focus && !w3c_slidy.opera &&
        !w3c_slidy.has_class(w3c_slidy.toc, "hidden"))
      w3c_slidy.set_focus();
  },

  toggle_table_of_contents: function () {
    if (w3c_slidy.is_shown_toc())
      w3c_slidy.hide_table_of_contents(true);
    else
      w3c_slidy.show_table_of_contents();
  },

  // called on clicking toc entry
  toc_click: function (e) {
    if (!e)
      e = window.event;

    var target = w3c_slidy.get_target(e);

    if (target && target.nodeType == 1)
    {
      var uri = target.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
        var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.set_focus();
        }
        catch (e)
        {
        }
      }
    }

    w3c_slidy.hide_table_of_contents(true);
    if (w3c_slidy.ie7) w3c_slidy.ie_hack();
    w3c_slidy.stop_propagation(e);
    return w3c_slidy.cancel(e);
  },

  // called onkeydown for toc entry
  toc_key_down: function (event) {
    var key;

    if (!event)
      var event = window.event;

    // kludge around NS/IE differences 
    if (window.event)
      key = window.event.keyCode;
    else if (event.which)
      key = event.which;
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey)
      return true;

    if (key == 13)
    {
      var uri = this.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
       var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.set_focus();
        }
        catch (e)
        {
        }
      }

      w3c_slidy.hide_table_of_contents(true);

      if (self.ie7)
       w3c_slidy.ie_hack();

      return w3c_slidy.cancel(event);
    }

    if (key == 40 && this.next)
    {
      this.next.focus();
      return w3c_slidy.cancel(event);
    }

    if (key == 38 && this.previous)
    {
      this.previous.focus();
      return w3c_slidy.cancel(event);
    }

    return true;
  },

  touchstart: function (e)
  {
    // a double touch often starts with a
    // single touch due to fingers touching
    // down at slightly different times
    // thus avoid calling preventDefault here
    this.prev_tap = this.last_tap;
    this.last_tap = (new Date).getTime();

    var tap_delay = this.last_tap - this.prev_tap;

    if (tap_delay <= 200)
    {
      // double tap
    }

    var touch = e.touches[0];

    this.pageX = touch.pageX;
    this.pageY = touch.pageY;
    this.screenX = touch.screenX;
    this.screenY = touch.screenY;
    this.clientX = touch.clientX;
    this.clientY = touch.clientY;

    this.delta_x = this.delta_y = 0;
  },

  touchmove: function (e)
  {
    // override native gestures for single touch
    if (e.touches.length > 1)
      return;

    e.preventDefault();
    var touch = e.touches[0];
    this.delta_x = touch.pageX - this.pageX;
    this.delta_y = touch.pageY - this.pageY;
  },

  touchend: function (e)
  {
    // default behavior for multi-touch
    if (e.touches.length > 1)
      return;

    var delay = (new Date).getTime() - this.last_tap;
    var dx = this.delta_x;
    var dy = this.delta_y;
    var abs_dx = Math.abs(dx);
    var abs_dy = Math.abs(dy);

    if (delay < 500 && (abs_dx > 100 || abs_dy > 100))
    {
      if (abs_dx > 0.5 * abs_dy)
      {
        e.preventDefault();

        if (dx < 0)
          w3c_slidy.next_slide(true);
        else
          w3c_slidy.previous_slide(true);
      }
      else if (abs_dy > 2 * abs_dx)
      {
        e.preventDefault();
        w3c_slidy.toggle_table_of_contents();
      }
    }
  },

  // ### OBSOLETE ###
  before_print: function () {
    this.show_all_slides();
    this.hide_toolbar();
    alert("before print");
  },

  // ### OBSOLETE ###
  after_print: function () {
    if (!this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
    }
    alert("after print");
  },

  // ### OBSOLETE ###
  print_slides: function () {
    this.before_print();
    window.print();
    this.after_print();
  },

  // ### OBSOLETE ?? ###
  toggle_view: function () {
    if (this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
      this.view_all = 0;
    }
    else
    {
      this.show_all_slides();
      this.hide_toolbar();
      this.view_all = 1;
    }
  },

  // prepare for printing  ### OBSOLETE ###
  show_all_slides: function () {
    this.remove_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
  },

  // restore after printing  ### OBSOLETE ###
  single_slide_view: function () {
    this.add_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
    this.last_shown = this.previous_incremental_item(null);
  },

  // suppress IE's image toolbar pop up
  hide_image_toolbar: function () {
    if (!this.ns_pos)
    {
      var images = document.getElementsByTagName("IMG");

      for (var i = 0; i < images.length; ++i)
        images[i].setAttribute("galleryimg", "no");
    }
  },

  unloaded: function (e) {
    //alert("unloaded");
  },

  // Safari and Konqueror don't yet support getComputedStyle()
  // and they always reload page when location.href is updated
  is_KHTML: function () {
    var agent = navigator.userAgent;
    return (agent.indexOf("KHTML") >= 0 ? true : false);
  },

  // find slide name from first h1 element
  // default to document title + slide number
  slide_name: function (index) {
    var name = null;
    var slide = this.slides[index];

    var heading = this.find_heading(slide);

    if (heading)
      name = this.extract_text(heading);

    if (!name)
      name = this.title + "(" + (index + 1) + ")";

    name.replace(/\&/g, "&amp;");
    name.replace(/\</g, "&lt;");
    name.replace(/\>/g, "&gt;");

    return name;
  },

  // find first h1 element in DOM tree
  find_heading: function (node) {
    if (!node || node.nodeType != 1)
      return null;

    if (node.nodeName == "H1" || node.nodeName == "h1")
      return node;

    var child = node.firstChild;

    while (child)
    {
      node = this.find_heading(child);

      if (node)
        return node;

      child = child.nextSibling;
    }

    return null;
  },

  // recursively extract text from DOM tree
  extract_text: function (node) {
    if (!node)
      return "";

    // text nodes
    if (node.nodeType == 3)
      return node.nodeValue;

    // elements
    if (node.nodeType == 1)
    {
      node = node.firstChild;
      var text = "";

      while (node)
      {
        text = text + this.extract_text(node);
        node = node.nextSibling;
      }

      return text;
    }

    return "";
  },

  // find copyright text from meta element
  find_copyright: function () {
    var name, content;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "copyright")
        return content;
    }

    return null;
  },

  find_size_adjust: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "font-size-adjustment")
        return 1 * content;
    }

    return 1;
  },

  // <meta name="duration" content="20" />  for 20 minutes
  find_duration: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "duration")
        return 60000 * content;
    }

    return null;
  },

  replace_by_non_breaking_space: function (str) {
    for (var i = 0; i < str.length; ++i)
      str[i] = 160;
  },

  // ### CHECK ME ### is use of "li" okay for text/html?
  // for XHTML do we also need to specify namespace?
  init_outliner: function () {
    var items = document.getElementsByTagName("li");

    for (var i = 0; i < items.length; ++i)
    {
      var target = items[i];

      if (!this.has_class(target.parentNode, "outline"))
        continue;

      target.onclick = this.outline_click;
/* ### more work needed for IE6
      if (!this.ns_pos)
      {
        target.onmouseover = this.hover_outline;
        target.onmouseout = this.unhover_outline;
      }
*/
      if (this.foldable(target))
      {
        target.foldable = true;
        target.onfocus = function () {w3c_slidy.outline = this;};
        target.onblur = function () {w3c_slidy.outline = null;};

        if (!target.getAttribute("tabindex"))
          target.setAttribute("tabindex", "0");

        if (this.has_class(target, "expand"))
          this.unfold(target);
        else
          this.fold(target);
      }
      else
      {
        this.add_class(target, "nofold");
        target.visible = true;
        target.foldable = false;
      }
    }
  },

  foldable: function (item) {
    if (!item || item.nodeType != 1)
      return false;

    var node = item.firstChild;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node))
        return true;

      node = node.nextSibling;
    }

    return false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  fold: function (item) {
    if (item)
    {
      this.remove_class(item, "unfolded");
      this.add_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
         w3c_slidy.add_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  unfold: function (item) {
    if (item)
    {
      this.add_class(item, "unfolded");
      this.remove_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
        w3c_slidy.remove_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = true;
  },

  outline_click: function (e) {
    if (!e)
      e = window.event;

    var rightclick = false;
    var target = w3c_slidy.get_target(e);

    while (target && target.visible == undefined)
      target = target.parentNode;

    if (!target)
      return true;

    if (e.which)
      rightclick = (e.which == 3);
    else if (e.button)
      rightclick = (e.button == 2);

    if (!rightclick && target.visible != undefined)
    {
      if (target.foldable)
      {
        if (target.visible)
          w3c_slidy.fold(target);
        else
          w3c_slidy.unfold(target);
      }

      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
    }

    return false;
  },

  add_initial_prompt: function () {
    var prompt = this.create_element("div");
    prompt.setAttribute("class", "initial_prompt");

    var p1 = this.create_element("p");
    prompt.appendChild(p1);
    p1.setAttribute("class", "help");

    if (this.keyboardless)
      p1.innerHTML = "swipe left to move to next slide";
    else
      p1.innerHTML = "Space, Right Arrow or swipe left to move to " +
                     "next slide, click help below for more details";

    this.add_listener(prompt, "click", function (e) {
      document.body.removeChild(prompt);
      w3c_slidy.stop_propagation(e);
    
      if (e.cancel != undefined)
        e.cancel = true;
      
      if (e.returnValue != undefined)
        e.returnValue = false;
      
      return false;
    });

    document.body.appendChild(prompt);
    this.initial_prompt = prompt;
    setTimeout(function() {document.body.removeChild(prompt);}, 5000);
  },

  add_toolbar: function () {
    var counter, page;

     this.toolbar = this.create_element("div");
     this.toolbar.setAttribute("class", "toolbar");

     // a reasonably behaved browser
     if (this.ns_pos || !this.ie6)
     {
       var right = this.create_element("div");
       right.setAttribute("style", "float: right; text-align: right");

       counter = this.create_element("span")
       counter.innerHTML = this.localize("slide") + " n/m";
       right.appendChild(counter);
       this.toolbar.appendChild(right);

       var left = this.create_element("div");
       left.setAttribute("style", "text-align: left");

       // global end of slide indicator
       this.eos = this.create_element("span");
       this.eos.innerHTML = "* ";
       left.appendChild(this.eos);

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.localize(this.help_text));
       help.innerHTML = this.localize("help?");
       left.appendChild(help);
       help.style.display="none"; 
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       left.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:w3c_slidy.toggle_table_of_contents()");
       contents.setAttribute("title", this.localize("table of contents"));
       contents.innerHTML = this.localize("Contents");
       left.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       left.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.className = "copyright";
         span.innerHTML = copyright;
         left.appendChild(span);
       }

       this.toolbar.setAttribute("tabindex", "0");
       this.toolbar.appendChild(left);
     }
     else // IE6 so need to work around its poor CSS support
     {
       this.toolbar.style.position = (this.ie7 ? "fixed" : "absolute");
       this.toolbar.style.zIndex = "200";
       this.toolbar.style.width = "99.9%";
       this.toolbar.style.height = "1.2em";
       this.toolbar.style.top = "auto";
       this.toolbar.style.bottom = "0";
       this.toolbar.style.left = "0";
       this.toolbar.style.right = "0";
       this.toolbar.style.textAlign = "left";
       this.toolbar.style.fontSize = "60%";
       this.toolbar.style.color = "red";
       this.toolbar.borderWidth = 0;
       this.toolbar.className = "toolbar";
       this.toolbar.style.background = "rgb(240,240,240)";

       // would like to have help text left aligned
       // and page counter right aligned, floating
       // div's don't work, so instead use nested
       // absolutely positioned div's.

       var sp = this.create_element("span");
       sp.innerHTML = "&nbsp;&nbsp;*&nbsp;";
       this.toolbar.appendChild(sp);
       this.eos = sp;  // end of slide indicator

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.localize(this.help_text));
       help.innerHTML = this.localize("help?");
       this.toolbar.appendChild(help);
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       this.toolbar.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:toggleTableOfContents()");
       contents.setAttribute("title", this.localize("table of contents".localize));
       contents.innerHTML = this.localize("contents?");
       this.toolbar.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       this.toolbar.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.innerHTML = copyright;
         span.style.color = "black";
         span.style.marginLeft = "0.5em";
         this.toolbar.appendChild(span);
       }

       counter = this.create_element("div")
       counter.style.position = "absolute";
       counter.style.width = "auto"; //"20%";
       counter.style.height = "1.2em";
       counter.style.top = "auto";
       counter.style.bottom = 0;
       counter.style.right = "0";
       counter.style.textAlign = "right";
       counter.style.color = "red";
       counter.style.background = "rgb(240,240,240)";

       counter.innerHTML = this.localize("slide") + " n/m";
       this.toolbar.appendChild(counter);
     }

     // ensure that click isn't passed through to the page
     this.toolbar.onclick =
         function (e) {
           if (!e)
             e = window.event;

           var target = e.target;

           if (!target && e.srcElement)
             target = e.srcElement;

           // work around Safari bug
           if (target && target.nodeType == 3)
             target = target.parentNode;

           w3c_slidy.stop_propagation(e);

           if (target && target.nodeName.toLowerCase() != "a")
             w3c_slidy.mouse_button_click(e);
         };

     this.slide_number_element = counter;
     this.set_eos_status(false);
     document.body.appendChild(this.toolbar);
  },

  // wysiwyg editors make it hard to use div elements
  // e.g. amaya loses the div when you copy and paste
  // this function wraps div elements around implicit
  // slides which start with an h1 element and continue
  // up to the next heading or div element
  wrap_implicit_slides: function () {
    var i, heading, node, next, div;
    var headings = document.getElementsByTagName("h1");

    if (!headings)
      return;

    for (i = 0; i < headings.length; ++i)
    {
      heading = headings[i];

      if (heading.parentNode != document.body)
        continue;

      node = heading.nextSibling;

      div = document.createElement("div");
      this.add_class(div, "slide");
      document.body.replaceChild(div, heading);
      div.appendChild(heading);

      while (node)
      {
        if (node.nodeType == 1) // an element
        {
           if (node.nodeName == "H1" || node.nodeName == "h1")
             break;

           if (node.nodeName == "DIV" || node.nodeName == "div")
           {
             if (this.has_class(node, "slide"))
               break;

             if (this.has_class(node, "handout"))
               break;
           }
        }

        next = node.nextSibling;
        node = document.body.removeChild(node);
        div.appendChild(node);
        node = next;
      } 
    }
  },

  attach_touch_handers: function(slides)
  {
    var i, slide;

    for (i = 0; i < slides.length; ++i)
    {
      slide = slides[i];
      this.add_listener(slide, "touchstart", this.touchstart);
      this.add_listener(slide, "touchmove", this.touchmove);
      this.add_listener(slide, "touchend", this.touchend);
    }
  },

// return new array of all slides
  collect_slides: function () {
    var slides = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "slide"))
      {
        // add slide to collection
        slides[slides.length] = div;

        // hide each slide as it is found
        this.add_class(div, "hidden");

        // add dummy <br/> at end for scrolling hack
        var node1 = document.createElement("br");
        div.appendChild(node1);
        var node2 = document.createElement("br");
        div.appendChild(node2);
      }
      else if (this.has_class(div, "background"))
      {  // work around for Firefox SVG reload bug
        // which otherwise replaces 1st SVG graphic with 2nd
        div.style.display = "block";
      }
    }

    this.slides = slides;
  },

  // return new array of all <div class="handout">
  collect_notes: function () {
    var notes = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "handout"))
      {
        // add note to collection
        notes[notes.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.notes = notes;
  },

  // return new array of all <div class="background">
  // including named backgrounds e.g. class="background titlepage"
  collect_backgrounds: function () {
    var backgrounds = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "background"))
      {
        // add background to collection
        backgrounds[backgrounds.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.backgrounds = backgrounds;
  },

  // set click handlers on all anchors
  patch_anchors: function () {
    var self = w3c_slidy;
    var handler = function (event) {
      // compare this.href with location.href
      // for link to another slide in this doc

      if (self.page_address(this.href) == self.page_address(location.href))
      {
        // yes, so find new slide number
        var newslidenum = self.find_slide_number(this.href);

        if (newslidenum != self.slide_number)
        {
          var slide = self.slides[self.slide_number];
          self.hide_slide(slide);
          self.slide_number = newslidenum;
          slide = self.slides[self.slide_number];
          self.show_slide(slide);
          self.set_location();
        }
      }
      else
        w3c_slidy.stop_propagation(event);

//      else if (this.target == null)
//        location.href = this.href;

      this.blur();
      self.disable_slide_click = true;
    };

    var anchors = document.body.getElementsByTagName("a");

    for (var i = 0; i < anchors.length; ++i)
    {
      if (window.addEventListener)
        anchors[i].addEventListener("click", handler, false);
      else
        anchors[i].attachEvent("onclick", handler);
    }
  },

  // ### CHECK ME ### see which functions are invoked via setTimeout
  // either directly or indirectly for use of w3c_slidy vs this
  show_slide_number: function () {
    var timer = w3c_slidy.get_timer();
    w3c_slidy.slide_number_element.innerHTML = timer + w3c_slidy.localize("slide") + " " +
           (w3c_slidy.slide_number + 1) + "/" + w3c_slidy.slides.length;
  },

  // every 200mS check if the location has been changed as a
  // result of the user activating the Back button/menu item
  // doesn't work for Opera < 9.5
  check_location: function () {
    var hash = location.hash;

    if (w3c_slidy.slide_number > 0 && (hash == "" || hash == "#"))
      w3c_slidy.goto_slide(0);
    else if (hash.length > 2 && hash != "#("+(w3c_slidy.slide_number+1)+")")
    {
      var num = parseInt(location.hash.substr(2));

      if (!isNaN(num))
        w3c_slidy.goto_slide(num-1);
    }

    if (w3c_slidy.time_left && w3c_slidy.slide_number > 0)
    {
      w3c_slidy.show_slide_number();

      if (w3c_slidy.time_left > 0)
        w3c_slidy.time_left -= 200;
    } 
  },

  get_timer: function () {
    var timer = "";
    if (w3c_slidy.time_left)
    {
      var mins, secs;
      secs = Math.floor(w3c_slidy.time_left/1000);
      mins = Math.floor(secs / 60);
      secs = secs % 60;
      timer = (mins ? mins+"m" : "") + secs + "s ";
    }

    return timer;
  },

  // this doesn't push location onto history stack for IE
  // for which a hidden iframe hack is needed: load page into
  // the iframe with script that set's parent's location.hash
  // but that won't work for standalone use unless we can
  // create the page dynamically via a javascript: URL
  // ### use history.pushState if available
  set_location: function () {
     var uri = w3c_slidy.page_address(location.href);
     var hash = "#(" + (w3c_slidy.slide_number+1) + ")";

     if (w3c_slidy.slide_number >= 0)
       uri = uri + hash;

     if (typeof(history.pushState) != "undefined" && location.protocol !== "file:")
     {
       document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
       history.pushState(0, document.title, hash);
       w3c_slidy.show_slide_number();
       w3c_slidy.notify_observers();
       return;
     }

     if (w3c_slidy.ie && (w3c_slidy.ie6 || w3c_slidy.ie7))
       w3c_slidy.push_hash(hash);

     if (uri != location.href) // && !khtml
        location.href = uri;

     if (this.khtml)
        hash = "(" + (w3c_slidy.slide_number+1) + ")";

     if (!this.ie && location.hash != hash && location.hash != "")
       location.hash = hash;

     document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
     w3c_slidy.show_slide_number();
     w3c_slidy.notify_observers();
  },

  notify_observers: function ()
  {
    var slide = this.slides[this.slide_number];

    for (var i = 0; i < this.observers.length; ++i)
      this.observers[i](this.slide_number+1, this.find_heading(slide).innerText, location.href);
  },

  add_observer: function (observer)
  {
    for (var i = 0; i < this.observers.length; ++i)
    {
      if (observer == this.observers[i])
        return;
    }

    this.observers.push(observer);
  },

  remove_observer: function (o)
  {
    for (var i = 0; i < this.observers.length; ++i)
    {
      if (observer == this.observers[i])
      {
        this.observers.splice(i,1);
        break;
      }
    }
  },

  page_address: function (uri) {
    var i = uri.indexOf("#");

    if (i < 0)
      i = uri.indexOf("%23");

    // check if anchor is entire page

    if (i < 0)
      return uri;  // yes

    return uri.substr(0, i);
  },

  // only used for IE6 and IE7
  on_frame_loaded: function (hash) {
    location.hash = hash;
    var uri = w3c_slidy.page_address(location.href);
    location.href = uri + hash;
  },

  // history hack with thanks to Bertrand Le Roy
  push_hash: function (hash) {
    if (hash == "") hash = "#(1)";
      window.location.hash = hash;

    var doc = document.getElementById("historyFrame").contentWindow.document;
    doc.open("javascript:'<html></html>'");
    doc.write("<html><head><script type=\"text/javascript\">window.parent.w3c_slidy.on_frame_loaded('"+
      (hash) + "');</script></head><body>hello mum</body></html>");
      doc.close();
  },

  // find current slide based upon location
  // first find target anchor and then look
  // for associated div element enclosing it
  // finally map that to slide number
  find_slide_number: function (uri) {
    // first get anchor from page location

    var i = uri.indexOf("#");

    // check if anchor is entire page
    if (i < 0)
      return 0;  // yes

    var anchor = unescape(uri.substr(i+1));

    // now use anchor as XML ID to find target
    var target = document.getElementById(anchor);

    if (!target)
    {
      // does anchor look like "(2)" for slide 2 ??
      // where first slide is (1)
      var re = /\((\d)+\)/;

      if (anchor.match(re))
      {
        var num = parseInt(anchor.substring(1, anchor.length-1));

        if (num > this.slides.length)
          num = 1;

        if (--num < 0)
          num = 0;

        return num;
      }

      // accept [2] for backwards compatibility
      re = /\[(\d)+\]/;

      if (anchor.match(re))
      {
         var num = parseInt(anchor.substring(1, anchor.length-1));

         if (num > this.slides.length)
            num = 1;

         if (--num < 0)
            num = 0;

         return num;
      }

      // oh dear unknown anchor
      return 0;
    }

    // search for enclosing slide

    while (true)
    {
      // browser coerces html elements to uppercase!
      if (target.nodeName.toLowerCase() == "div" &&
            this.has_class(target, "slide"))
      {
        // found the slide element
        break;
      }

      // otherwise try parent element if any

      target = target.parentNode;

      if (!target)
      {
        return 0;   // no luck!
      }
    };

    for (i = 0; i < slides.length; ++i)
    {
      if (slides[i] == target)
        return i;  // success
    }

    // oh dear still no luck
    return 0;
  },

  previous_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide;

      if ((incremental || w3c_slidy.slide_number == 0) && w3c_slidy.last_shown != null)
      {
        w3c_slidy.last_shown = w3c_slidy.hide_previous_item(w3c_slidy.last_shown);
        w3c_slidy.set_eos_status(false);
      }
      else if (w3c_slidy.slide_number > 0)
      {
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);

        w3c_slidy.slide_number = w3c_slidy.slide_number - 1;
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.set_visibility_all_incremental("visible");
        w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
        w3c_slidy.set_eos_status(true);
        w3c_slidy.show_slide(slide);
      }

      w3c_slidy.set_location();

      if (!w3c_slidy.ns_pos)
        w3c_slidy.refresh_toolbar(200);
    }
  },

  next_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide, last = w3c_slidy.last_shown;

      if (incremental || w3c_slidy.slide_number == w3c_slidy.slides.length - 1)
         w3c_slidy.last_shown = w3c_slidy.reveal_next_item(w3c_slidy.last_shown);

      if ((!incremental || w3c_slidy.last_shown == null) &&
             w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = w3c_slidy.slide_number + 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
      }
      else if (!w3c_slidy.last_shown)
      {
         if (last && incremental)
           w3c_slidy.last_shown = last;
      }

      w3c_slidy.set_location();

      w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));

      if (!w3c_slidy.ns_pos)
         w3c_slidy.refresh_toolbar(200);
     }
  },

  // to first slide with nothing revealed
  // i.e. state at start of presentation
  first_slide: function () {
     if (!w3c_slidy.view_all)
     {
       var slide;

       if (w3c_slidy.slide_number != 0)
       {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = 0;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
       }

       w3c_slidy.set_eos_status(
         !w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
       w3c_slidy.set_location();
     }
  },

  // goto last slide with everything revealed
  // i.e. state at end of presentation
  last_slide: function () {
    if (!w3c_slidy.view_all)
    {
      var slide;

      w3c_slidy.last_shown = null; //revealNextItem(lastShown);

      if (w3c_slidy.last_shown == null &&
          w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.slide_number = w3c_slidy.slides.length - 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);

         w3c_slidy.show_slide(slide);
      }
      else
      {
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
      }

      w3c_slidy.set_eos_status(true);
      w3c_slidy.set_location();
    }
  },


  // ### check this and consider add/remove class
  set_eos_status: function (state) {
    if (this.eos)
      this.eos.style.color = (state ? "rgb(240,240,240)" : "red");
  },

  // first slide is 0
  goto_slide: function (num) {
    //alert("going to slide " + (num+1));
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.slide_number = num;
    slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.last_shown = null;
    w3c_slidy.set_visibility_all_incremental("hidden");
    w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
    document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
    w3c_slidy.show_slide(slide);
    w3c_slidy.show_slide_number();
  },


  show_slide: function (slide) {
    this.sync_background(slide);
    this.remove_class(slide, "hidden");

    // work around IE9 object rendering bug
    setTimeout("window.scrollTo(0,0);", 1);
  },

  hide_slide: function (slide) {
    this.add_class(slide, "hidden");
  },

  set_focus: function (element)
  {
    if (element)
      element.focus();
    else
    {
      w3c_slidy.help_anchor.focus();

      setTimeout(function() {
        w3c_slidy.help_anchor.blur();
      }, 1);
    }
  },

  // show just the backgrounds pertinent to this slide
  // when slide background-color is transparent
  // this should now work with rgba color values
  sync_background: function (slide) {
    var background;
    var bgColor;

    if (slide.currentStyle)
      bgColor = slide.currentStyle["backgroundColor"];
    else if (document.defaultView)
    {
      var styles = document.defaultView.getComputedStyle(slide,null);

      if (styles)
        bgColor = styles.getPropertyValue("background-color");
      else // broken implementation probably due Safari or Konqueror
      {
        //alert("defective implementation of getComputedStyle()");
        bgColor = "transparent";
      }
    }
    else
      bgColor == "transparent";

    if (bgColor == "transparent" ||
        bgColor.indexOf("rgba") >= 0 ||
        bgColor.indexOf("opacity") >= 0)
    {
      var slideClass = this.get_class_list(slide);

      for (var i = 0; i < this.backgrounds.length; i++)
      {
        background = this.backgrounds[i];

        var bgClass = this.get_class_list(background);

        if (this.matching_background(slideClass, bgClass))
          this.remove_class(background, "hidden");
        else
          this.add_class(background, "hidden");
      }
    }
    else // forcibly hide all backgrounds
      this.hide_backgrounds();
  },

  hide_backgrounds: function () {
    for (var i = 0; i < this.backgrounds.length; i++)
    {
      background = this.backgrounds[i];
      this.add_class(background, "hidden");
    }
  },

  // compare classes for slide and background
  matching_background: function (slideClass, bgClass) {
    var i, count, pattern, result;

    // define pattern as regular expression
    pattern = /\w+/g;

    // check background class names
    result = bgClass.match(pattern);

    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (result[i] == "background")
	continue;

      ++count;
    }

    if (count == 0)  // default match
      return true;

    // check for matches and place result in array
    result = slideClass.match(pattern);

    // now check if desired name is present for background
    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (this.has_token(bgClass, result[i]))
        return true;
    }

    return false;
  },

  resized: function () {
     var width = 0;

     if ( typeof( window.innerWidth ) == 'number' )
       width = window.innerWidth;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientWidth)
       width = document.documentElement.clientWidth;  // IE6
     else if (document.body && document.body.clientWidth)
       width = document.body.clientWidth; // IE4

     var height = 0;

     if ( typeof( window.innerHeight ) == 'number' )
       height = window.innerHeight;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientHeight)
       height = document.documentElement.clientHeight;  // IE6
     else if (document.body && document.body.clientHeight)
       height = document.body.clientHeight; // IE4

     if (height && (width/height > 1.05*1024/768))
     {
       width = height * 1024.0/768;
     }

     // IE fires onresize even when only font size is changed!
     // so we do a check to avoid blocking < and > actions
     if (width != w3c_slidy.last_width || height != w3c_slidy.last_height)
     {
       if (width >= 1100)
         w3c_slidy.size_index = 5;    // 4
       else if (width >= 1000)
         w3c_slidy.size_index = 4;    // 3
       else if (width >= 800)
         w3c_slidy.size_index = 3;    // 2
       else if (width >= 600)
         w3c_slidy.size_index = 2;    // 1
       else if (width)
         w3c_slidy.size_index = 0;

       // add in font size adjustment from meta element e.g.
       // <meta name="font-size-adjustment" content="-2" />
       // useful when slides have too much content ;-)

       if (0 <= w3c_slidy.size_index + w3c_slidy.size_adjustment &&
             w3c_slidy.size_index + w3c_slidy.size_adjustment < w3c_slidy.sizes.length)
         w3c_slidy.size_index = w3c_slidy.size_index + w3c_slidy.size_adjustment;

       // enables cross browser use of relative width/height
       // on object elements for use with SVG and Flash media
       w3c_slidy.adjust_object_dimensions(width, height);

       if (document.body.style.fontSize != w3c_slidy.sizes[w3c_slidy.size_index])
       {
         document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
       }

       w3c_slidy.last_width = width;
       w3c_slidy.last_height = height;

       // force reflow to work around Mozilla bug
       if (w3c_slidy.ns_pos)
       {
         var slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.show_slide(slide);
       }

       // force correct positioning of toolbar
       w3c_slidy.refresh_toolbar(200);
     }
  },

  scrolled: function () {
    if (w3c_slidy.toolbar && !w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hack_offset = w3c_slidy.scroll_x_offset();
      // hide toolbar
      w3c_slidy.toolbar.style.display = "none";

      // make it reappear later
      if (w3c_slidy.scrollhack == 0 && !w3c_slidy.view_all)
      {
        setTimeout(function () {w3c_slidy.show_toolbar(); }, 1000);
        w3c_slidy.scrollhack = 1;
      }
    }
  },

  hide_toolbar: function () {
    w3c_slidy.add_class(w3c_slidy.toolbar, "hidden");
    window.focus();
  },

  // used to ensure IE refreshes toolbar in correct position
  refresh_toolbar: function (interval) {
    if (!w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hide_toolbar();
      setTimeout(function () {w3c_slidy.show_toolbar();}, interval);
    }
  },

  // restores toolbar after short delay
  show_toolbar: function () {
    if (w3c_slidy.want_toolbar)
    {
      w3c_slidy.toolbar.style.display = "block";

      if (!w3c_slidy.ns_pos)
      {
        // adjust position to allow for scrolling
        var xoffset = w3c_slidy.scroll_x_offset();
        w3c_slidy.toolbar.style.left = xoffset;
        w3c_slidy.toolbar.style.right = xoffset;

        // determine vertical scroll offset
        //var yoffset = scrollYOffset();

        // bottom is doc height - window height - scroll offset
        //var bottom = documentHeight() - lastHeight - yoffset

        //if (yoffset > 0 || documentHeight() > lastHeight)
        //   bottom += 16;  // allow for height of scrollbar

        w3c_slidy.toolbar.style.bottom = 0; //bottom;
      }

      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden");
    }

    w3c_slidy.scrollhack = 0;


    // set the keyboard focus to the help link on the
    // toolbar to ensure that document has the focus
    // IE doesn't always work with window.focus()
    // and this hack has benefit of Enter for help

    try
    {
      if (!w3c_slidy.opera)
        w3c_slidy.set_focus();
    }
    catch (e)
    {
    }
  },

// invoked via F key
  toggle_toolbar: function () {
    if (!w3c_slidy.view_all)
    {
      if (w3c_slidy.has_class(w3c_slidy.toolbar, "hidden"))
      {
        w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 1;
      }
      else
      {
        w3c_slidy.add_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 0;
      }
    }
  },

  scroll_x_offset: function () {
    if (window.pageXOffset)
      return self.pageXOffset;

    if (document.documentElement && 
             document.documentElement.scrollLeft)
      return document.documentElement.scrollLeft;

    if (document.body)
      return document.body.scrollLeft;

    return 0;
  },

  scroll_y_offset: function () {
    if (window.pageYOffset)
      return self.pageYOffset;

    if (document.documentElement && 
             document.documentElement.scrollTop)
      return document.documentElement.scrollTop;

    if (document.body)
      return document.body.scrollTop;

    return 0;
  },

  // looking for a way to determine height of slide content
  // the slide itself is set to the height of the window
  optimize_font_size: function () {
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    //var dh = documentHeight(); //getDocHeight(document);
    var dh = slide.scrollHeight;
    var wh = getWindowHeight();
    var u = 100 * dh / wh;

    alert("window utilization = " + u + "% (doc "
      + dh + " win " + wh + ")");
  },

  // from document object
  get_doc_height: function (doc) {
    if (!doc)
      doc = document;

    if (doc && doc.body && doc.body.offsetHeight)
      return doc.body.offsetHeight;  // ns/gecko syntax

    if (doc && doc.body && doc.body.scrollHeight)
      return doc.body.scrollHeight;

    alert("couldn't determine document height");
  },

  get_window_height: function () {
    if ( typeof( window.innerHeight ) == 'number' )
      return window.innerHeight;  // Non IE browser

    if (document.documentElement && document.documentElement.clientHeight)
      return document.documentElement.clientHeight;  // IE6

    if (document.body && document.body.clientHeight)
      return document.body.clientHeight; // IE4
  },

  document_height: function () {
    var sh, oh;

    sh = document.body.scrollHeight;
    oh = document.body.offsetHeight;

    if (sh && oh)
    {
      return (sh > oh ? sh : oh);
    }

    // no idea!
    return 0;
  },

  smaller: function () {
    if (w3c_slidy.size_index > 0)
    {
      --w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  bigger: function () {
    if (w3c_slidy.size_index < w3c_slidy.sizes.length - 1)
    {
      ++w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  // enables cross browser use of relative width/height
  // on object elements for use with SVG and Flash media
  // with thanks to Ivan Herman for the suggestion
  adjust_object_dimensions: function (width, height) {
    for( var i = 0; i < w3c_slidy.objects.length; i++ )
    {
      var obj = this.objects[i];
      var mimeType = obj.getAttribute("type");

      if (mimeType == "image/svg+xml" || mimeType == "application/x-shockwave-flash")
      {
        if ( !obj.initialWidth ) 
          obj.initialWidth = obj.getAttribute("width");

        if ( !obj.initialHeight ) 
          obj.initialHeight = obj.getAttribute("height");

        if ( obj.initialWidth && obj.initialWidth.charAt(obj.initialWidth.length-1) == "%" )
        {
          var w = parseInt(obj.initialWidth.slice(0, obj.initialWidth.length-1));
          var newW = width * (w/100.0);
          obj.setAttribute("width",newW);
        }

        if ( obj.initialHeight &&
             obj.initialHeight.charAt(obj.initialHeight.length-1) == "%" )
        {
          var h = parseInt(obj.initialHeight.slice(0, obj.initialHeight.length-1));
          var newH = height * (h/100.0);
          obj.setAttribute("height", newH);
        }
      }
    }
  },

  // needed for Opera to inhibit default behavior
  // since Opera delivers keyPress even if keyDown
  // was cancelled
  key_press: function (event) {
    if (!event)
      event = window.event;

    if (!w3c_slidy.key_wanted)
      return w3c_slidy.cancel(event);

    return true;
  },

  //  See e.g. http://www.quirksmode.org/js/events/keys.html for keycodes
  key_down: function (event) {
    var key, target, tag;

    w3c_slidy.key_wanted = true;

    if (!event)
      event = window.event;

    // kludge around NS/IE differences 
    if (window.event)
    {
      key = window.event.keyCode;
      target = window.event.srcElement;
    }
    else if (event.which)
    {
      key = event.which;
      target = event.target;
    }
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
       return true;

    // avoid interfering with keystroke
    // behavior for non-slidy chrome elements
    if (!w3c_slidy.slidy_chrome(target) &&
        w3c_slidy.special_element(target))
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey || event.metaKey)
       return true;

    // dismiss table of contents if visible
    if (w3c_slidy.is_shown_toc() && key != 9 && key != 16 && key != 38 && key != 40)
    {
      w3c_slidy.hide_table_of_contents(true);

      if (key == 27 || key == 84 || key == 67)
        return w3c_slidy.cancel(event);
    }

    if (key == 34) // Page Down
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.next_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 33) // Page Up
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.previous_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 32) // space bar
    {
      w3c_slidy.next_slide(true);
      return w3c_slidy.cancel(event);
    }
    else if (key == 37) // Left arrow
    {
      w3c_slidy.previous_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 36) // Home
    {
      w3c_slidy.first_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 35) // End
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 39) // Right arrow
    {
      w3c_slidy.next_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 13) // Enter
    {
      if (w3c_slidy.outline)
      {
        if (w3c_slidy.outline.visible)
          w3c_slidy.fold(w3c_slidy.outline);
        else
          w3c_slidy.unfold(w3c_slidy.outline);
          
       return w3c_slidy.cancel(event);
      }
    }
    else if (key == 188)  // < for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 190)  // > for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 189 || key == 109)  // - for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 187 || key == 191 || key == 107)  // = +  for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 83)  // S for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 66)  // B for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 90)  // Z for last slide
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 70)  // F for toggle toolbar
    {
      w3c_slidy.toggle_toolbar();
      return w3c_slidy.cancel(event);
    }
    else if (key == 65)  // A for toggle view single/all slides
    {
      w3c_slidy.toggle_view();
      return w3c_slidy.cancel(event);
    }
    else if (key == 75)  // toggle action of left click for next page
    {
      w3c_slidy.mouse_click_enabled = !w3c_slidy.mouse_click_enabled;
      var alert_msg = (w3c_slidy.mouse_click_enabled ?
                "enabled" : "disabled") +  " mouse click advance";

      alert(w3c_slidy.localize(alert_msg));
      return w3c_slidy.cancel(event);
    }
    else if (key == 84 || key == 67)  // T or C for table of contents
    {
      if (w3c_slidy.toc)
        w3c_slidy.toggle_table_of_contents();

      return w3c_slidy.cancel(event);
    }
    else if (key == 72) // H for help
    {
      window.location = w3c_slidy.help_page;
      return w3c_slidy.cancel(event);
    }
    //else alert("key code is "+ key);

    return true;
  },

  // safe for both text/html and application/xhtml+xml
  create_element: function (name) {
    if (this.xhtml && (typeof document.createElementNS != 'undefined'))
      return document.createElementNS("http://www.w3.org/1999/xhtml", name)

    return document.createElement(name);
  },

  get_element_style: function (elem, IEStyleProp, CSSStyleProp) {
    if (elem.currentStyle)
    {
      return elem.currentStyle[IEStyleProp];
    }
    else if (window.getComputedStyle)
    {
      var compStyle = window.getComputedStyle(elem, "");
      return compStyle.getPropertyValue(CSSStyleProp);
    }
    return "";
  },

  // the string str is a whitespace separated list of tokens
  // test if str contains a particular token, e.g. "slide"
  has_token: function (str, token) {
    if (str)
    {
      // define pattern as regular expression
      var pattern = /\w+/g;

      // check for matches
      // place result in array
      var result = str.match(pattern);

      // now check if desired token is present
      for (var i = 0; i < result.length; i++)
      {
        if (result[i] == token)
          return true;
      }
    }

    return false;
  },

  get_class_list: function (element) {
    if (typeof element.className != 'undefined')
      return element.className;

    return element.getAttribute("class");
  },

  has_class: function (element, name) {
    if (element.nodeType != 1)
      return false;

    var regexp = new RegExp("(^| )" + name + "\W*");

    if (typeof element.className != 'undefined')
      return regexp.test(element.className);

    return regexp.test(element.getAttribute("class"));
  },

  remove_class: function (element, name) {
    var regexp = new RegExp("(^| )" + name + "\W*");
    var clsval = "";

    if (typeof element.className != 'undefined')
    {
      clsval = element.className;

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.className = clsval;
      }
    }
    else
    {
      clsval = element.getAttribute("class");

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.setAttribute("class", clsval);
      }
    }
  },

  add_class: function (element, name) {
    if (!this.has_class(element, name))
    {
      if (typeof element.className != 'undefined')
        element.className += " " + name;
      else
      {
        var clsval = element.getAttribute("class");
        clsval = clsval ? clsval + " " + name : name;
        element.setAttribute("class", clsval);
      }
    }
  },

  // HTML elements that can be used with class="incremental"
  // note that you can also put the class on containers like
  // up, ol, dl, and div to make their contents appear
  // incrementally. Upper case is used since this is what
  // browsers report for HTML node names (text/html).
  incremental_elements: null,
  okay_for_incremental: function (name) {
    if (!this.incremental_elements)
    {
      var inclist = new Array();
      inclist["p"] = true;
      inclist["pre"] = true;
      inclist["li"] = true;
      inclist["blockquote"] = true;
      inclist["dt"] = true;
      inclist["dd"] = true;
      inclist["h2"] = true;
      inclist["h3"] = true;
      inclist["h4"] = true;
      inclist["h5"] = true;
      inclist["h6"] = true;
      inclist["span"] = true;
      inclist["address"] = true;
      inclist["table"] = true;
      inclist["tr"] = true;
      inclist["th"] = true;
      inclist["td"] = true;
      inclist["img"] = true;
      inclist["object"] = true;
      this.incremental_elements = inclist;
    }
    return this.incremental_elements[name.toLowerCase()];
  },

  next_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.next_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)  // ELEMENT
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  previous_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.previous_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  // set visibility for all elements on current slide with
  // a parent element with attribute class="incremental"
  set_visibility_all_incremental: function (value) {
    var node = this.next_incremental_item(null);

    if (value == "hidden")
    {
      while (node)
      {
        w3c_slidy.add_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
    else // value == "visible"
    {
      while (node)
      {
        w3c_slidy.remove_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
  },

  // reveal the next hidden item on the slide
  // node is null or the node that was last revealed
  reveal_next_item: function (node) {
    node = w3c_slidy.next_incremental_item(node);

    if (node && node.nodeType == 1)  // an element
      w3c_slidy.remove_class(node, "invisible");

    return node;
  },

  // exact inverse of revealNextItem(node)
  hide_previous_item: function (node) {
    if (node && node.nodeType == 1)  // an element
      w3c_slidy.add_class(node, "invisible");

    return this.previous_incremental_item(node);
  },

  // left to right traversal of root's content
  next_node: function (root, node) {
    if (node == null)
      return root.firstChild;

    if (node.firstChild)
      return node.firstChild;

    if (node.nextSibling)
      return node.nextSibling;

    for (;;)
    {
      node = node.parentNode;

      if (!node || node == root)
        break;

      if (node && node.nextSibling)
        return node.nextSibling;
    }

    return null;
  },

  // right to left traversal of root's content
  previous_node: function (root, node) {
    if (node == null)
    {
      node = root.lastChild;

      if (node)
      {
        while (node.lastChild)
          node = node.lastChild;
      }

      return node;
    }

    if (node.previousSibling)
    {
      node = node.previousSibling;

      while (node.lastChild)
        node = node.lastChild;

      return node;
    }

    if (node.parentNode != root)
      return node.parentNode;

    return null;
  },

  previous_sibling_element: function (el) {
    el = el.previousSibling;

    while (el && el.nodeType != 1)
      el = el.previousSibling;

    return el;
  },

  next_sibling_element: function (el) {
    el = el.nextSibling;

    while (el && el.nodeType != 1)
      el = el.nextSibling;

    return el;
  },

  first_child_element: function (el) {
    var node;

    for (node = el.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1)
        break;
    }

    return node;
  },

  first_tag: function (element, tag) {
    var node;

    if (!this.is_xhtml)
      tag = tag.toUpperCase();

    for (node = element.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1 && node.nodeName == tag)
        break;
    }

    return node;
  },

  hide_selection: function () {
    if (window.getSelection) // Firefox, Chromium, Safari, Opera
    {
      var selection = window.getSelection();

      if (selection.rangeCount > 0)
      {
        var range = selection.getRangeAt(0);
        range.collapse (false);
      }
    }
    else // Internet Explorer
    {
      var textRange = document.selection.createRange ();
      textRange.collapse (false);
    }
  },

  get_selected_text: function () {
    try
    {
      if (window.getSelection)
        return window.getSelection().toString();

      if (document.getSelection)
        return document.getSelection().toString();

      if (document.selection)
        return document.selection.createRange().text;
    }
    catch (e)
    {
    }

    return "";
  },

  // make note of length of selected text
  // as this evaluates to zero in click event
  mouse_button_up: function (e) {
    w3c_slidy.selected_text_len = w3c_slidy.get_selected_text().length;
  },

  mouse_button_down: function (e) {
    w3c_slidy.selected_text_len = w3c_slidy.get_selected_text().length;
    w3c_slidy.mouse_x = e.clientX;
    w3c_slidy.mouse_y = e.clientY;
  },

  // right mouse button click is reserved for context menus
  // it is more reliable to detect rightclick than leftclick
  mouse_button_click: function (e) {
    if (!e)
      var e = window.event;

    if (Math.abs(e.clientX -w3c_slidy.mouse_x) +
        Math.abs(e.clientY -w3c_slidy.mouse_y) > 10)
      return true;

    if (w3c_slidy.selected_text_len > 0)
      return true;

    var rightclick = false;
    var leftclick = false;
    var middleclick = false;
    var target;

    if (!e)
      var e = window.event;

    if (e.target)
      target = e.target;
    else if (e.srcElement)
      target = e.srcElement;

    // work around Safari bug
    if (target.nodeType == 3)
      target = target.parentNode;

    if (e.which) // all browsers except IE
    {
      leftclick = (e.which == 1);
      middleclick = (e.which == 2);
      rightclick = (e.which == 3);
    }
    else if (e.button)
    {
      // Konqueror gives 1 for left, 4 for middle
      // IE6 gives 0 for left and not 1 as I expected

      if (e.button == 4)
        middleclick = true;

      // all browsers agree on 2 for right button
      rightclick = (e.button == 2);
    }
    else
      leftclick = true;

    if (w3c_slidy.selected_text_len > 0)
    {
      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
      return false;
    }

    // dismiss table of contents
    w3c_slidy.hide_table_of_contents(false);

    // check if target is something that probably want's clicks
    // e.g. a, embed, object, input, textarea, select, option
    var tag = target.nodeName.toLowerCase();

    if (w3c_slidy.mouse_click_enabled && leftclick &&
        !w3c_slidy.special_element(target) &&
        !target.onclick)
    {
      w3c_slidy.next_slide(true);
      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
      return false;
    }

    return true;
  },

  special_element: function (element) {
    if (this.has_class(element, "non-interactive"))
      return false;

    var tag = element.nodeName.toLowerCase();

    return element.onkeydown ||
      element.onclick ||
      tag == "a" ||
      tag == "embed" ||
      tag == "object" ||
      tag == "video" ||
      tag == "audio" ||
      tag == "svg" ||
      tag == "canvas" ||
      tag == "input" ||
      tag == "textarea" ||
      tag == "select" ||
      tag == "option";
  },

  slidy_chrome: function (el) {
    while (el)
    {
      if (el == w3c_slidy.toc ||
          el == w3c_slidy.toolbar ||
          w3c_slidy.has_class(el, "outline"))
        return true;

      el = el.parentNode;
    }

    return false;
  },

  get_key: function (e)
  {
    var key;

    // kludge around NS/IE differences 
    if (typeof window.event != "undefined")
      key = window.event.keyCode;
    else if (e.which)
      key = e.which;

    return key;
  },

  get_target: function (e) {
    var target;

    if (!e)
      e = window.event;

    if (e.target)
      target = e.target;
    else if (e.srcElement)
      target = e.srcElement;

    if (target.nodeType != 1)
      target = target.parentNode;

    return target;
  },

  // does display property provide correct defaults?
  is_block: function (elem) {
    var tag = elem.nodeName.toLowerCase();

    return tag == "ol" || tag == "ul" || tag == "p" || tag == "dl" ||
           tag == "li" || tag == "table" || tag == "pre" ||
           tag == "h1" || tag == "h2" || tag == "h3" ||
           tag == "h4" || tag == "h5" || tag == "h6" ||
           tag == "blockquote" || tag == "address"; 
  },

  add_listener: function (element, event, handler) {
    if (window.addEventListener)
      element.addEventListener(event, handler, false);
    else
      element.attachEvent("on"+event, handler);
  },

  // used to prevent event propagation from field controls
  stop_propagation: function (event) {
    event = event ? event : window.event;
    event.cancelBubble = true;  // for IE

    if (event.stopPropagation)
      event.stopPropagation();

    return true;
  },

  cancel: function (event) {
    if (event)
    {
       event.cancel = true;
       event.returnValue = false;

      if (event.preventDefault)
        event.preventDefault();
    }

    w3c_slidy.key_wanted = false;
    return false;
  },

// for each language define an associative array
// and also the help text which is longer

  strings_es: {
    "slide":"pág.",
    "help?":"Ayuda",
    "contents?":"Índice",
    "table of contents":"tabla de contenidos",
    "Table of Contents":"Tabla de Contenidos",
    "restart presentation":"Reiniciar presentación",
    "restart?":"Inicio"
  },
  help_es:
    "Utilice el ratón, barra espaciadora, teclas Izda/Dcha, " +
    "o Re pág y Av pág. Use S y B para cambiar el tamaño de fuente.",

  strings_ca: {
    "slide":"pàg..",
    "help?":"Ajuda",
    "contents?":"Índex",
    "table of contents":"taula de continguts",
    "Table of Contents":"Taula de Continguts",
    "restart presentation":"Reiniciar presentació",
    "restart?":"Inici"
  },
  help_ca:
    "Utilitzi el ratolí, barra espaiadora, tecles Esq./Dta. " +
    "o Re pàg y Av pàg. Usi S i B per canviar grandària de font.",

  strings_cs: {
    "slide":"snímek",
    "help?":"nápověda",
    "contents?":"obsah",
    "table of contents":"obsah prezentace",
    "Table of Contents":"Obsah prezentace",
    "restart presentation":"znovu spustit prezentaci",
    "restart?":"restart"
  },
  help_cs:
    "Prezentaci můžete procházet pomocí kliknutí myši, mezerníku, " +
    "šipek vlevo a vpravo nebo kláves PageUp a PageDown. Písmo se " +
    "dá zvětšit a zmenšit pomocí kláves B a S.",

  strings_nl: {
    "slide":"pagina",
    "help?":"Help?",
    "contents?":"Inhoud?",
    "table of contents":"inhoudsopgave",
    "Table of Contents":"Inhoudsopgave",
    "restart presentation":"herstart presentatie",
    "restart?":"Herstart?"
  },
  help_nl:
     "Navigeer d.m.v. het muis, spatiebar, Links/Rechts toetsen, " +
     "of PgUp en PgDn. Gebruik S en B om de karaktergrootte te veranderen.",

  strings_de: {
    "slide":"Seite",
    "help?":"Hilfe",
    "contents?":"Übersicht",
    "table of contents":"Inhaltsverzeichnis",
    "Table of Contents":"Inhaltsverzeichnis",
    "restart presentation":"Präsentation neu starten",
    "restart?":"Neustart"
  },
  help_de:
    "Benutzen Sie die Maus, Leerschlag, die Cursortasten links/rechts oder " +
    "Page up/Page Down zum Wechseln der Seiten und S und B für die Schriftgrösse.",

  strings_pl: {
    "slide":"slajd",
    "help?":"pomoc?",
    "contents?":"spis treści?",
    "table of contents":"spis treści",
    "Table of Contents":"Spis Treści",
    "restart presentation":"Restartuj prezentację",
    "restart?":"restart?"
  },
  help_pl:
    "Zmieniaj slajdy klikając myszą, naciskając spację, strzałki lewo/prawo" +
    "lub PgUp / PgDn. Użyj klawiszy S i B, aby zmienić rozmiar czczionki.",

  strings_fr: {
    "slide":"page",
    "help?":"Aide",
    "contents?":"Index",
    "table of contents":"table des matières",
    "Table of Contents":"Table des matières",
    "restart presentation":"Recommencer l'exposé",
    "restart?":"Début"
  },
  help_fr:
    "Naviguez avec la souris, la barre d'espace, les flèches " +
    "gauche/droite ou les touches Pg Up, Pg Dn. Utilisez " +
    "les touches S et B pour modifier la taille de la police.",

  strings_hu: {
    "slide":"oldal",
    "help?":"segítség",
    "contents?":"tartalom",
    "table of contents":"tartalomjegyzék",
    "Table of Contents":"Tartalomjegyzék",
    "restart presentation":"bemutató újraindítása",
    "restart?":"újraindítás"
  },
  help_hu:
    "Az oldalak közti lépkedéshez kattintson az egérrel, vagy " +
    "használja a szóköz, a bal, vagy a jobb nyíl, illetve a Page Down, " +
    "Page Up billentyűket. Az S és a B billentyűkkel változtathatja " +
    "a szöveg méretét.",

  strings_it: {
    "slide":"pag.",
    "help?":"Aiuto",
    "contents?":"Indice",
    "table of contents":"indice",
    "Table of Contents":"Indice",
    "restart presentation":"Ricominciare la presentazione",
    "restart?":"Inizio"
  },
  help_it:
    "Navigare con mouse, barra spazio, frecce sinistra/destra o " +
    "PgUp e PgDn. Usare S e B per cambiare la dimensione dei caratteri.",

  strings_el: {
    "slide":"σελίδα",
    "help?":"βοήθεια;",
    "contents?":"περιεχόμενα;",
    "table of contents":"πίνακας περιεχομένων",
    "Table of Contents":"Πίνακας Περιεχομένων",
    "restart presentation":"επανεκκίνηση παρουσίασης",
    "restart?":"επανεκκίνηση;"
  },
  help_el:
    "Πλοηγηθείτε με το κλίκ του ποντικιού, το space, τα βέλη αριστερά/δεξιά, " +
    "ή Page Up και Page Down. Χρησιμοποιήστε τα πλήκτρα S και B για να αλλάξετε " +
    "το μέγεθος της γραμματοσειράς.",

  strings_ja: {
    "slide":"スライド",
    "help?":"ヘルプ",
    "contents?":"目次",
    "table of contents":"目次を表示",
    "Table of Contents":"目次",
    "restart presentation":"最初から再生",
    "restart?":"最初から"
  },
  help_ja:
     "マウス左クリック ・ スペース ・ 左右キー " +
     "または Page Up ・ Page Downで操作， S ・ Bでフォントサイズ変更",

  strings_zh: {
    "slide":"幻灯片",
    "help?":"帮助?",
    "contents?":"内容?",
    "table of contents":"目录",
    "Table of Contents":"目录",
    "restart presentation":"重新启动展示",
    "restart?":"重新启动?"
  },
  help_zh:
    "用鼠标点击, 空格条, 左右箭头, Pg Up 和 Pg Dn 导航. " +
    "用 S, B 改变字体大小.",

  strings_ru: {
    "slide":"слайд",
    "help?":"помощь?",
    "contents?":"содержание?",
    "table of contents":"оглавление",
    "Table of Contents":"Оглавление",
    "restart presentation":"перезапустить презентацию",
    "restart?":"перезапуск?"
  },
  help_ru:
    "Перемещайтесь кликая мышкой, используя клавишу пробел, стрелки" +
    "влево/вправо или Pg Up и Pg Dn. Клавиши S и B меняют размер шрифта.",

  strings_sv: {
    "slide":"sida",
    "help?":"hjälp",
    "contents?":"innehåll",
    "table of contents":"innehållsförteckning",
    "Table of Contents":"Innehållsförteckning",
    "restart presentation":"visa presentationen från början",
    "restart?":"börja om"
  },
  help_sv:
    "Bläddra med ett klick med vänstra musknappen, mellanslagstangenten, " +
    "vänster- och högerpiltangenterna eller tangenterna Pg Up, Pg Dn. " +
    "Använd tangenterna S och B för att ändra textens storlek.",

  strings: { },

  localize: function (src) {
    if (src == "")
      return src;

     // try full language code, e.g. en-US
     var s, lookup = w3c_slidy.strings[w3c_slidy.lang];

     if (lookup)
     {
       s = lookup[src];

       if (s)
        return s;
     }

     // strip country code suffix, e.g.
     // try en if undefined for en-US
     var lg = w3c_slidy.lang.split("-");

     if (lg.length > 1)
     {
       lookup = w3c_slidy.strings[lg[0]];

       if (lookup)
       {
         s = lookup[src];

         if (s)
          return s;
       }
     }

     // otherwise string as is
     return src;
  },

  init_localization: function () {
    var i18n = w3c_slidy;
    var help_text = w3c_slidy.help_text;

    // each such language array is declared in the localize array
    // this is used as in  w3c_slidy.localize("foo");
    this.strings = {
      "es":this.strings_es,
      "ca":this.strings_ca,
      "cs":this.strings_cs,
      "nl":this.strings_nl,
      "de":this.strings_de,
      "pl":this.strings_pl,
      "fr":this.strings_fr,
      "hu":this.strings_hu,
      "it":this.strings_it,
      "el":this.strings_el,
      "jp":this.strings_ja,
      "zh":this.strings_zh,
      "ru":this.strings_ru,
      "sv":this.strings_sv
    },

    i18n.strings_es[help_text] = i18n.help_es;
    i18n.strings_ca[help_text] = i18n.help_ca;
    i18n.strings_cs[help_text] = i18n.help_cs;
    i18n.strings_nl[help_text] = i18n.help_nl;
    i18n.strings_de[help_text] = i18n.help_de;
    i18n.strings_pl[help_text] = i18n.help_pl;
    i18n.strings_fr[help_text] = i18n.help_fr;
    i18n.strings_hu[help_text] = i18n.help_hu;
    i18n.strings_it[help_text] = i18n.help_it;
    i18n.strings_el[help_text] = i18n.help_el;
    i18n.strings_ja[help_text] = i18n.help_ja;
    i18n.strings_zh[help_text] = i18n.help_zh;
    i18n.strings_ru[help_text] = i18n.help_ru;
    i18n.strings_sv[help_text] = i18n.help_sv;

    w3c_slidy.lang = document.body.parentNode.getAttribute("lang");

    if (!w3c_slidy.lang)
      w3c_slidy.lang = document.body.parentNode.getAttribute("xml:lang");

    if (!w3c_slidy.lang)
      w3c_slidy.lang = "en";
  }
};

// hack for back button behavior
if (w3c_slidy.ie6 || w3c_slidy.ie7)
{
  document.write("<iframe id='historyFrame' " +
  "src='javascript:\"<html"+"></"+"html>\"' " +
  "height='1' width='1' " +
  "style='position:absolute;left:-800px'></iframe>");
}

// attach event listeners for initialization
w3c_slidy.set_up();

// hide the slides as soon as body element is available
// to reduce annoying screen mess before the onload event
setTimeout(w3c_slidy.hide_slides, 50);

"></script>
+</head>
+<body>
+<div class="slide titlepage">
+  <h1 class="title">COW usage</h1>
+  <p class="author">
+Auke Rijpma, Ruben Schalk, and Richard Zijdeman
+  </p>
+  <p class="date">23 February 2017</p>
+</div>
+<div id="installation-and-activation" class="slide section level2">
+<h1>Installation and activation</h1>
+<ul>
+<li>Install either via pip or git+virtualenv.</li>
+<li>I recommend virtualenv because numpy</li>
+<li>If virtualenv, these would be the first steps to get COW running.</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode bash"><code class="sourceCode bash"><span class="kw">cd</span> /users/auke/repos/wp4-converters/
+<span class="kw">source</span> bin/activate
+<span class="kw">cd</span> cow</code></pre></div>
+<ul>
+<li>If using pip, the csvw-tool.py command should be available everywhere so life is easier</li>
+<li>Tradeoffs!</li>
+</ul>
+</div>
+<div id="cattle" class="slide section level2">
+<h1>Cattle</h1>
+<ul>
+<li>Web service:</li>
+<li><a href="http://cattle.datalegend.net" class="uri">http://cattle.datalegend.net</a></li>
+<li>Upload csv to get json schema file.</li>
+<li>Modify json.</li>
+<li>Upload csv and json, get rdf!</li>
+<li>If you use this, ignore all the command line instruction below.</li>
+</ul>
+</div>
+<div id="build-schema" class="slide section level2">
+<h1>Build schema</h1>
+<ul>
+<li>First time, build the schema</li>
+<li>Note the usage of the full path because we have to be in cow/cow to access the python script (referring to script using full path from another directory gives unexpected results).</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode bash"><code class="sourceCode bash"><span class="kw">python</span> csvw-tool.py build /users/auke/repos/dataday/test.csv</code></pre></div>
+<ul>
+<li>test.csv-metadata.json should now also exist!</li>
+</ul>
+</div>
+<div id="convert" class="slide section level2">
+<h1>Convert</h1>
+<ul>
+<li>Use metadata to convert the csv into nquads</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode bash"><code class="sourceCode bash"><span class="kw">python</span> csvw-tool.py convert /users/auke/repos/dataday/test.csv</code></pre></div>
+<ul>
+<li>A wild nquads file appears!</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode bash"><code class="sourceCode bash"><span class="kw">ls</span> /users/auke/repos/dataday</code></pre></div>
+</div>
+<div id="the-output" class="slide section level2">
+<h1>The output</h1>
+<ul>
+<li>The data triples</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode bash"><code class="sourceCode bash"><span class="kw">head</span> -3 /users/auke/repos/dataday/test.csv.nq</code></pre></div>
+<ul>
+<li>The metadata triples</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode bash"><code class="sourceCode bash"><span class="kw">tail</span> -4 /users/auke/repos/dataday/test.csv.nq</code></pre></div>
+</div>
+<div id="base-uri-specification" class="slide section level2">
+<h1>Base URI specification</h1>
+<div class="sourceCode"><pre class="sourceCode bash"><code class="sourceCode bash"><span class="kw">python</span> csvw-tool.py build /users/auke/repos/dataday/test.csv <span class="dt">\\</span>
+<span class="kw">--base</span>=https://data.iisg.amsterdam/resource/test/
+<span class="kw">python</span> csvw-tool.py convert /users/auke/repos/dataday/test.csv</code></pre></div>
+<ul>
+<li>note: first specify in schema building, then conversion</li>
+<li>in future allow you to specify predicate prefixes besides base, currently bit inconsistent.</li>
+<li>note also that old schema has been backed up: -metadata.json.datespecification.</li>
+<li>This is nice and nothing to worry about. Useful if you accidentally build schema and overwrite your work.</li>
+</ul>
+</div>
+<div id="speed" class="slide section level2">
+<h1>Speed</h1>
+<ul>
+<li>final note before we continue: everything we do here should happen relatively quickly because we’re working with a very small file</li>
+<li>scales linearly with number of columnsXrows</li>
+<li>So on files larger than a few thousand lines, it starts to take a little while.</li>
+<li>When protyping use e.g. head to make a sample</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode bash"><code class="sourceCode bash"><span class="kw">head</span> -2 /users/auke/repos/dataday/test.csv <span class="kw">&gt;</span> /users/auke/repos/dataday/test2lines.csv</code></pre></div>
+</div>
+<div id="speed-1" class="slide section level2">
+<h1>Speed</h1>
+<ul>
+<li>but mind the fact that the metadata and the data have to have same name (except metadata and extension addition)</li>
+<li>easy fix is to first copy the original data to elsewhere, then copy a few lines back to the original folder with the same file name</li>
+<li>or better yet, create a custom sample in your stats program of choice, making sure all interesting cases are in there, and prototype json meta</li>
+<li>then use this on full file, keeping in mind stuff about file names</li>
+</ul>
+</div>
+<div id="modifying-the-json-file." class="slide section level2">
+<h1>Modifying the json file.</h1>
+<ul>
+<li>Overall idea is that you modify the json file to describe the csv-file and the rdf-representation you would like to achieve.</li>
+<li>The -metadata.json file consists of a number of blocks to do this.</li>
+<li>First few blocks are actual metadata:
+<ul>
+<li>file encoding, delimiters</li>
+<li>keywords</li>
+<li>publisher (us)</li>
+<li>base uri</li>
+<li>rdf namespaces</li>
+<li>tableSchema</li>
+</ul></li>
+<li>Look at base first, then tableSchema, then rest of metadata</li>
+</ul>
+</div>
+<div id="base-specification-in-the-json-file." class="slide section level2">
+<h1>Base specification in the json file.</h1>
+<ul>
+<li>The base is one of those things we can change in the json file.</li>
+<li>Alternative to using the –base parameter.</li>
+<li>Avoids all those backups.</li>
+<li>Done by changing</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;@base&quot;</span>:<span class="st"> &quot;https://data.iisg.amsterdam/resource/test/&quot;</span>, </code></pre></div>
+<p>into <span class="math inline">\(\downarrow\)</span></p>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;@base&quot;</span>:<span class="st"> &quot;https://data.iisg.amsterdam/resource/supertest/&quot;</span>, </code></pre></div>
+<ul>
+<li>And convert again using csvw-tool (this step omitted from instructions from now on)</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode bash"><code class="sourceCode bash"><span class="kw">python</span> csvw-tool.py convert /users/auke/repos/dataday/test.csv</code></pre></div>
+</div>
+<div id="overall-abouturl" class="slide section level2">
+<h1>overall aboutUrl</h1>
+<ul>
+<li>The aboutUrl corresponds to the subject in RDF’s subject-predicate-object representation of data.</li>
+<li>The metadata contains a statement about the global aboutUrl, specifying how the subject for each row if formed.</li>
+<li>Means same subject for each observation in one row.</li>
+<li>Data thus represented in RDF as <span class="math inline">\(subject_{row1} - predicate_{col1} - object_{row1, col1}\)</span> <span class="math inline">\(subject_{row1} - predicate_{col2} - object_{row1, col2}\)</span> <span class="math inline">\(subject_{row1} - predicate_{col3} - object_{row1, col3}\)</span></li>
+<li>This is a fairly efficient way of representing tabular data</li>
+<li>(Albert sent me a paper that hub-and-spoke representation fastest to query).</li>
+<li>That said, sometimes there are more direct links in the data (personID inHousehold housholdID) that you might want to represent.</li>
+<li>In short: efficient, if the table itself was an efficient representation of the data.</li>
+</ul>
+</div>
+<div id="overall-abouturl-1" class="slide section level2">
+<h1>overall aboutUrl</h1>
+<ul>
+<li>Overall aboutUrl is first line in tableSchema</li>
+<li>By default the row number.</li>
+<li>Sensible, because subject needs to uniquely identify the row.</li>
+<li>Bit dangerous, because row number and poorly chosen (identical to other dataset) base can cause subject clash.</li>
+<li>Take some time to consider base uri and subject construction.</li>
+<li>Here’s how to change it so that we use Country as the subject.</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;aboutUrl&quot;</span>:<span class="st"> &quot;{_row}&quot;</span>, </code></pre></div>
+<p>into <span class="math inline">\(\downarrow\)</span></p>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;aboutUrl&quot;</span>:<span class="st"> &quot;country/{Country}&quot;</span>, </code></pre></div>
+</div>
+<div id="overall-abouturl-2" class="slide section level2">
+<h1>overall aboutUrl</h1>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;aboutUrl&quot;</span>:<span class="st"> &quot;country/{Country}&quot;</span>, </code></pre></div>
+<ul>
+<li>Let’s break this down.</li>
+<li>We take the global base URI (if you say nothing, you get the global base specified earlier), add <code>country</code> and add to that the value from the column <code>Country</code> for this row.</li>
+<li>Use column content “as is” using <code>{}</code> and the column name.</li>
+<li>Subject now looks like this: <code>&lt;https://iisg.amsterdam/resource/country/Ireland&gt;</code>.</li>
+<li>Note that we can only do this safely because in this dataset country uniquely identifies observations (rows). (see above)</li>
+</ul>
+</div>
+<div id="overall-abouturl-3" class="slide section level2">
+<h1>overall aboutUrl</h1>
+<ul>
+<li>If countries did not uniquely identify the rows/observations, we’d have to make a more complex ID.</li>
+<li>This might be the case in data where we have annual observations for each country.</li>
+<li>Row numbers are pretty safe and mean you don’t have to worry about uniqueness (with proper base URI).</li>
+<li>More complex one gives semi-interpretable subject names (identifying the unit of observation) which might be nice to have.</li>
+</ul>
+</div>
+<div id="overall-abouturl-4" class="slide section level2">
+<h1>overall aboutUrl</h1>
+<ul>
+<li>Here we paste together the <code>Country</code> and <code>Rank</code> variable.</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;aboutUrl&quot;</span>:<span class="st"> &quot;country/{{Country + Rank|string()}}&quot;</span>,  </code></pre></div>
+<ul>
+<li>Breakdown: take base, add <code>/country/</code> then take Country column and concatenate with Rank cast as a string (string concatentation in python done with <code>+</code>).</li>
+<li>The transformation requires double <code>{{}}</code>. Will revisit in more detail below.</li>
+<li>String cast probably not necessary, but just to be sure. If you want to use column values as numbers, use usually have to cast to numeric using <code>float()</code> or <code>int()</code>.</li>
+<li>Will return to data transformations in-depth below.</li>
+</ul>
+</div>
+<div id="the-table-columns" class="slide section level2">
+<h1>The table columns</h1>
+<ul>
+<li>Moving on to the rest of tableSchema, where each of the columns is specified.</li>
+<li>First choice is whether object (columns) should be a literal (default) or a URI.</li>
+<li>Rule of thumb: if something else also refers to this object, or if it in turn will refer to something else, a URI is appropriate (joins are faster on URIs than Literals).</li>
+<li>Or: finite collections (something of which there are not endless variants).</li>
+<li>Examples: IDs in relational databases, countries, municipalities, but not: surnames, first names, notes, etc.</li>
+<li>Or: things that have an obvious datatype: numbers, dates.</li>
+<li>Break these rules of thumb for compatibility with othet dataset. If for example a useful geographic dataset refers to country names as strings, you should too (or do both!).</li>
+</ul>
+</div>
+<div id="datatype" class="slide section level2">
+<h1>Datatype</h1>
+<ul>
+<li>If you choose the column values (objects) to be Literals, you’ll have to specify the datatype.</li>
+<li>Default is <code>xsd:string</code>.</li>
+<li>Main alternatives are numbers
+<ul>
+<li><code>xsd:int</code> for integer that are always below 64k</li>
+<li><code>xsd:integer</code> for all integer</li>
+<li><code>xsd:float</code> for decimals</li>
+</ul></li>
+<li>And dates:
+<ul>
+<li><code>xsd:date</code> for full dates (YYYY-MM-DD)</li>
+<li><code>xsd:gYear</code> for years (YYYY)</li>
+</ul></li>
+<li>Many other options (search for “xsd datatypes”), but these are frequently used.</li>
+<li>xsd-prefix is optional, datatype is always assumed xsd.</li>
+</ul>
+</div>
+<div id="datatype-1" class="slide section level2">
+<h1>Datatype</h1>
+<ul>
+<li>Let’s set the rank variable to be an int.</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;datatype&quot;</span>:<span class="st"> &quot;string&quot;</span>, </code></pre></div>
+<p>into <span class="math inline">\(\downarrow\)</span></p>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;datatype&quot;</span>:<span class="st"> &quot;xsd:int&quot;</span>, </code></pre></div>
+</div>
+<div id="propertyurl" class="slide section level2">
+<h1>propertyUrl</h1>
+<ul>
+<li><code>propertyUrl</code> maps to the predicates in the RDF s-p-o system.</li>
+<li>Important step: for cross-dataset querying to be easy, predicates need to be shared between datasets when possible.</li>
+<li>And this needs to happen consistently (if one dataset uses <code>prefix:age</code> and the other <code>prefix:Age</code>), we’re not one step closer.</li>
+<li>If the values in the column need any work to be compatible (e.g. remove -99999 for missing values, change capitalisation), it is usually good to create a dataset-specific propertyUrl (just leave the default in place) and to create a new one at the same time in a “virtual” column (more about that below).</li>
+</ul>
+</div>
+<div id="propertyurl-1" class="slide section level2">
+<h1>propertyUrl</h1>
+<ul>
+<li>First the propertyUrl itself.</li>
+<li>By default the base followed by the colun name.</li>
+<li>Modify by adding a <code>propertyUrl</code> element to the column description.</li>
+</ul>
+</div>
+<div id="propertyurl-2" class="slide section level2">
+<h1>propertyUrl</h1>
+<ul>
+<li>So let’s change the propertyUrl for Country into one that’s not capitalised.</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;propertyUrl&quot;</span>:<span class="st"> &quot;country&quot;</span>,</code></pre></div>
+<ul>
+<li>Would use the global base specified earlier.</li>
+</ul>
+</div>
+<div id="propertyurl-3" class="slide section level2">
+<h1>propertyUrl</h1>
+<ul>
+<li>If you do not want to use the global base, add a prefix.</li>
+<li>Prefixes come from <a href="https://github.com/CLARIAH/COW/blob/master/cow/converter/util/namespaces.yaml" class="uri">https://github.com/CLARIAH/COW/blob/master/cow/converter/util/namespaces.yaml</a>.</li>
+<li>They’re also in the basic json-file.</li>
+<li>Feel free to add namespaces to this file.</li>
+<li>Here we use the clio-infra one for country.</li>
+<li>For this we use the clio-predicate (from the predicate block) just like we did for the xsd-datatypes.</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;propertyUrl&quot;</span>:<span class="st"> &quot;clio:country&quot;</span>,</code></pre></div>
+<p>The predicates should now look like <code>&lt;http://iisg.amsterdam/clio/country&gt;</code>.</p>
+</div>
+<div id="valueurl" class="slide section level2">
+<h1>valueUrl</h1>
+<ul>
+<li>If the columns (objects in the s-p-o) system are not to be Literals, you need to turn them into URIs.</li>
+<li>Important that these are well-formed, because choosing them to be URIs usually means you’ll be referring to them (in another dataset or the rdf-representation of the codebook).
+<ul>
+<li>Usually we convert the dataset and the codebook separately (there should probably be a separate slide about this).</li>
+</ul></li>
+</ul>
+</div>
+<div id="valueurl-1" class="slide section level2">
+<h1>valueUrl</h1>
+<ul>
+<li>Done by adding a valueUrl element to the column description.</li>
+<li>You can only do this if you have specified the propertyUrl.
+<ul>
+<li>Maybe a bug, but typically if you care this much about the valueUrl, you should also care enough about the propertyUrl.</li>
+</ul></li>
+<li>Note that you have to refer to the column by the column-name and <code>{}</code>. Otherwise COW just thinks it’s a word.</li>
+<li>Here we use the clio country prefix to (again not sure if this is how clio-infra exactly refers to countries).</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;valueUrl&quot;</span>:<span class="st"> &quot;clioctr:{Country}&quot;</span>,</code></pre></div>
+<p>The objects now look like <code>&lt;http://iisg.amsterdam/clio/country/Macau&gt;</code>.</p>
+</div>
+<div id="virtual-columns" class="slide section level2">
+<h1>virtual columns</h1>
+<ul>
+<li>Sometimes you want to have additional variables that are not a column.</li>
+<li>For example a combination of information from two columns to add extra information for querying convenience, such as birthyear from the year of observation and the age.</li>
+<li>Or you want to keep the original data as it is in the table, but also want to present transformed data, for example the original data with missing value-codes, but also new triples that can be used directly (provided you’re happy with omitting missing data).</li>
+</ul>
+</div>
+<div id="virtual-columns-1" class="slide section level2">
+<h1>virtual columns</h1>
+<ul>
+<li>Done by adding a full new column description with the additional <code>virtual</code> element.</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">   {
+    <span class="st">&quot;virtual&quot;</span>:<span class="st"> </span>true,
+    <span class="st">&quot;propertyUrl&quot;</span>:<span class="st"> &quot;urirank&quot;</span>,
+    <span class="st">&quot;valueUrl&quot;</span>:<span class="st"> &quot;rank/{Rank}&quot;</span>
+   },</code></pre></div>
+<ul>
+<li>Would add a new “column” (triples representing this column, anway) where the rank is not just an integer, but also URI.</li>
+</ul>
+</div>
+<div id="column-specific-abouturl" class="slide section level2">
+<h1>column-specific aboutUrl</h1>
+<ul>
+<li>In virtual columns you can also specify the aboutUrl (subject).</li>
+<li>This is not possible in regular columns (bug or feature: generally not wise to change the global aboutUrl).</li>
+<li>Virtual columns deal with special cases such as connecting the values of two columns, in which case this is useful.</li>
+<li>Done simply by adding an <code>aboutUrl</code> statement to a virtual column.</li>
+<li>So a row-number aboutUrl:</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">   {
+    <span class="st">&quot;virtual&quot;</span>:<span class="st"> </span>true,
+    <span class="st">&quot;aboutUrl&quot;</span>:<span class="st"> &quot;rownumber/{_row}&quot;</span>,
+    ...
+   },</code></pre></div>
+<p>Would get you subjects like <code>&lt;https://iisg.amsterdam/resource/rownumber/1&gt;</code>.</p>
+</div>
+<div id="data-transformations" class="slide section level2">
+<h1>Data transformations</h1>
+<ul>
+<li>Often data in csv not ready to turn into RDF.</li>
+<li>Missing value codes, cases, number representations, etc.</li>
+<li>If possible, try to solve this in metadata-json to have provenance.</li>
+<li>COW allows you to do this with python functions and jinja2 templating.</li>
+<li>Double curly brace notation <code>{{}}</code> to tell COW that you want to take column name and do something special with it.</li>
+<li>Searching for “your problem” + “jinja2” will often get you an answer. Bit of trial and error also useful.</li>
+<li>See github and readthedocs for some commonly used functions.</li>
+</ul>
+</div>
+<div id="data-transformations-1" class="slide section level2">
+<h1>Data transformations</h1>
+<ul>
+<li>Example: string slice.</li>
+<li>Take first three characters of string with python string slices.</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;valueUrl&quot;</span>:<span class="st"> &quot;clioctr:{{Country[0:3]}}&quot;</span>,</code></pre></div>
+<ul>
+<li>You can chain these functions using <code>|</code>.</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;valueUrl&quot;</span>:<span class="st"> &quot;clioctr:{{Country[0:3]|upper}}&quot;</span>,</code></pre></div>
+</div>
+<div id="data-transformations-literals" class="slide section level2">
+<h1>Data transformations: literals</h1>
+<ul>
+<li>Transforms in valueUrl create URIs.</li>
+<li>To transforms literals, use csvw:value.</li>
+<li>Example, replace the comma <code>,</code> (thousand separator) with nothing in the numbers.</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;csvw:value&quot;</span>:<span class="st"> &quot;{{Int|replace(',', '')}}&quot;</span>,</code></pre></div>
+</div>
+<div id="null" class="slide section level2">
+<h1>Null</h1>
+<ul>
+<li>Null allows you to exclude cells (not rows) from the rdf output.</li>
+<li>Simply specify the value(s) you want to exlude (in a list).</li>
+<li>Refers to the column in name/titles. Cannot refer to other column, that should be done with ifelse statement.</li>
+<li>These should all work, first two should give identical results.</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;null&quot;</span>:<span class="st"> &quot;Macau&quot;</span>
+<span class="st">&quot;null&quot;</span>:<span class="st"> </span>[<span class="st">&quot;Macau&quot;</span>]
+<span class="st">&quot;null&quot;</span>:<span class="st"> </span>[<span class="st">&quot;Macau&quot;</span>, <span class="st">&quot;Qatar&quot;</span>]</code></pre></div>
+<ul>
+<li>So this would only work in the description of the column <code>Country</code>. If you want to refer to <code>Country</code> for another column, you’d use a conditional: {%if% …</li>
+</ul>
+</div>
+<div id="null-1" class="slide section level2">
+<h1>Null</h1>
+<ul>
+<li>COW automatically skips empty cells.</li>
+<li>Usually desired behaviour, but maybe you’d like to do something with the empty value.</li>
+<li>Use <code>csvw:parseOnEmpty</code> (default is false).</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;csvw:parseOnEmpty&quot;</span>:<span class="st"> </span>true</code></pre></div>
+</div>
+<div id="language" class="slide section level2">
+<h1>Language</h1>
+<ul>
+<li>For string literals it can be good to add a language tag.</li>
+<li>Is this occupation in French, Dutch, English, etc.</li>
+<li>Simply add a <code>lang</code> element to a column block where the <code>datatype</code> is <code>string</code>.</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;lang&quot;</span>:<span class="st"> &quot;en&quot;</span>,</code></pre></div>
+<ul>
+<li><code>&quot;string&quot;^^&lt;http://wwww.w3...</code> now <code>&quot;string&quot;@en</code>.</li>
+<li>en for English, fr for French, nl for Dutch, etc.</li>
+</ul>
+</div>
+<div id="more-options." class="slide section level2">
+<h1>More options.</h1>
+<ul>
+<li><code>collectionUrl</code> to place items as skos:concept in a skos:collection.</li>
+<li><code>schemeUrl</code> to place items as skos:concept in a skos:scheme.</li>
+<li>Useful to do, but not essential. Makes data structure more complete.</li>
+</ul>
+</div>
+<div id="metadata" class="slide section level2">
+<h1>Metadata</h1>
+<ul>
+<li>Two things should be added to the metadata blocks (not the tableSchema):
+<ul>
+<li>Who converted the data (you).</li>
+<li>Where the original data comes from.</li>
+</ul></li>
+<li>Easy to make mistakes here, but very generic.</li>
+<li>Just copy-paste from a complete one.</li>
+</ul>
+</div>
+<div id="the-author" class="slide section level2">
+<h1>The author</h1>
+<ul>
+<li>COW takes the converter to be the author.</li>
+<li>After <code>publisher</code> bit, add (very minimal):</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"> <span class="st">&quot;dc:author&quot;</span>:<span class="st"> </span>{
+      <span class="st">&quot;rdf:type&quot;</span>:<span class="st"> </span>[
+        {
+          <span class="st">&quot;@id&quot;</span>:<span class="st"> &quot;foaf:Person&quot;</span>
+        },
+        {
+          <span class="st">&quot;@id&quot;</span>:<span class="st"> &quot;prov:Person&quot;</span>
+        }
+      ],
+      <span class="st">&quot;foaf:name&quot;</span>:<span class="st"> </span>[<span class="st">&quot;Auke Rijpma&quot;</span>],
+        <span class="st">&quot;foaf:mbox&quot;</span>:<span class="st"> </span>{
+            <span class="st">&quot;@id&quot;</span>:<span class="st"> &quot;mailto:auke@example.com&quot;</span>
+        },
+    },</code></pre></div>
+</div>
+<div id="original-dataset" class="slide section level2">
+<h1>Original dataset</h1>
+<ul>
+<li>Done with <code>prov:wasDerivedFrom</code>.</li>
+<li>Again after publisher:</li>
+</ul>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;prov:wasDerivedFrom&quot;</span>:<span class="st"> </span>[{
+    <span class="st">&quot;@id&quot;</span>:<span class="st"> &quot;http://www.imf.org/external/datamapper/PPPPC@WEO/THA&quot;</span>
+},</code></pre></div>
+<ul>
+<li>This is case of website, paper is more difficult.</li>
+</ul>
+</div>
+<div id="original-dataset-1" class="slide section level2">
+<h1>Original dataset</h1>
+<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="st">&quot;prov:wasDerivedFrom&quot;</span>:<span class="st"> </span>[{
+  <span class="st">&quot;rdf:type&quot;</span>:<span class="st"> </span>{
+      <span class="st">&quot;@id&quot;</span>:<span class="st"> &quot;bibo:Article&quot;</span>
+  },
+  <span class="st">&quot;dc:title&quot;</span>:<span class="st"> </span>{
+      <span class="st">&quot;@value&quot;</span>:<span class="st"> &quot;Building life course datasets from population registers by the Historical Sample of the Netherlands (HSN)&quot;</span>,
+      <span class="st">&quot;@lang&quot;</span>:<span class="st"> &quot;en&quot;</span>
+  },
+  <span class="st">&quot;dc:author&quot;</span>:<span class="st"> </span>[<span class="st">&quot;Mandemakers, K.&quot;</span>],
+  <span class="st">&quot;dc:publisher&quot;</span>:<span class="st"> &quot;Edinburg UP&quot;</span>,
+  <span class="st">&quot;dc:date&quot;</span>:<span class="st"> </span>{<span class="st">&quot;@value&quot;</span>:<span class="st">&quot;2006&quot;</span>, <span class="st">&quot;@type&quot;</span>:<span class="st">&quot;xsd:gYear&quot;</span>},
+  <span class="st">&quot;dc:isPartOf&quot;</span>:<span class="st"> </span>[<span class="st">&quot;http://www.euppublishing.com/toc/hac/14/1-2&quot;</span>]
+ }],</code></pre></div>
+</div>
+
+  <!-- dynamically load mathjax for compatibility with self-contained -->
+  <script>
+    (function () {
+      var script = document.createElement("script");
+      script.type = "text/javascript";
+      script.src  = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";
+      document.getElementsByTagName("head")[0].appendChild(script);
+    })();
+  </script>
+
+</body>
+</html>
diff --git a/docs/teaching/cow_usage_20180228.pdf b/docs/teaching/cow_usage_20180228.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..9ec00d1a08bfe7b823e2f94f83264cedc675ee4c
GIT binary patch
literal 185809
zcmd43Wq2J+wj?UF7%XOHi&+*~%*<>tGqc6a%*@QPn3<WGnHiq#KJIh+cF*g+cV^!A
z{%F@%mCD?eSrrj0*2+yR%`ZqrN6i39+_QVNdt7jxInmPx$%sdbXQ^WX$-#j~Bd%{@
zXlI1S^y8E)9*v-}nVr7Pk54mgJAHnAT}wTEJT5LsTRR(lZF5K`z&P1q$!=Qsmgi4<
zMq)i-X$29|onBBTRq_x$Suo@g(SbxmUhRg6{nS=`Tqi^6X-TX00WhC?>}=$^kU*a>
z*lU%`!2C?UC67zL_G0aapxsP;)YA#f|AJI%Vx^yD>nJ9(ubMxEmWWp0IkXfshjR(u
z)`mEsTh!qQADH(6H-LB%DxW^dyB%DbH&Jy1;tplrf%#1hO;VYv3rRsmIEFYk-e@n@
zUb+oS3TSB{+NkyBP697kqUCv~W|78$8YDF81D5w_;;B=inwE=JtII|}1?MZ7b*r=R
zb4%oh@=UkAL-%FFN?m90jjz)@Xca!Icb+v<f`evHfD|-FVxjeR>2Z>7DJ(nWY5vl<
zPm_*(f`lxCG!fHP6sdsBG^W=umm;2pkop#Se@xkrqn|VVb9#S%(z7xDy!h+zFN+}W
zY^9G!Bdu-t>#vQzg&iKl-xfqx-`3LJMpxe!kNIyW_$)2#eq6W3`?-j+KNshZ{(fHn
zy{OVQmb!BKc6e$(I^`F{qmkElvcuEBqv5kOv$T=3($>|-`?>afwsd$be{}O>&42X#
z>$JQ)9Ukk?(~vas^7MFYzgzq{79H(h2K(a)qNDrOjz;pwSEu3m`50OJc!uz3`1Ku(
zb@gS1c>n#=l@{+PFSm#iFy6}2I)OldM|^|f0)aQhE{qH!6D0CY8pz+5#DO1F5a}bi
zqMm#QpilsTt^g90kGIY|#1*`BU#ASe!0u|ODa3gh)Ad^NYro3+;(o*YqT#vwd=r55
zi#JG@oigAz#w=x|v*S*61jON<dmuD;Kv-qKj!gpt5TOTtpqZCe&ZMM5;l7%?GwN@8
z&C8VS(j>NX@19WvEPO;C03ZcsnK?X2P<Mf1<!XA->EA(yZsN%4{psjYvLLcc3ATGG
z%<c;IJ~a;}CXno8VW^Cuw=kxMHcPK16L02(f@G;D5^oshxPj@n%8Mie?B0`2Pd}uJ
z1JEKRX^rfYWSIrg3m~DN1ziCFfXDW*wb;OhJhB<3132Xy?gWDbiRk2ioKG~~Js2=}
zx~!3V)S>$n+byvf=p;UVQwtqVi~6m?GF||XSj9ZaDC)Ef>-1D*ZqMkkeQ_PfL++Jx
zz~x!tlH_DOohLM1W!>zgl%^F0;EqT&1-qs#P643S{KJ>s%~GjzJb)`ufZDaxYaD+w
z&FG#jXi}(<lM^#rzzkFBPX{c|8Qzvd?fz`{NyBH)itPEQ++Ktt$PD@dyZHtAV*Dc`
z(69;Pdaw8J@7o=0#-oGXl&KjVsF!{R3Ni<=5WYc1&3+tS%8}H1kiMR?o1SRQq+sYC
zX{Ja<_F4e$er(c>B47iSoB(`;z(f|@E<o<bYVdTB18prvWl<Hj5%ex^`%kz~>cJM9
z;yeU$dw0+gdN#z_l;}C@zGj_32$5iRnUIWL)U-g9UtzGmF<1ew;Q{!56NU$l2c{MV
zGX4Tm&BL_-0LeqQ0O;UjVg)ec<uU;x>CJ5QK^;V?1I7vp`kT-fNdHbTTEI0gV{q>a
zc;sxJ;z*QSxFp^=cuZArXFeWjRwUqFzMx3>=r4~GB!y@cKE+vl(wsMhb{I|I8a_{%
zU=w(ZA6^07eLp4wO>4s}0Mvh5tYpUm7wQ_`;CDh!1w-vv-V|*_;eu`GLfyo?0HE~K
z>WTsXG5`)dDX0vNdCAWksZ0d;5#Kb5AQz}eAUP5?7xR0VaFq29@P~jb?L;(`KJ@JX
zmC#KcMeR8qQQFx=-9$xk)IDYccm}UW?>wE^s(fYAQf>zb=8q|1R6UAcBfhFtCR710
zXrHiS!S;8cZ(&(^G@_}~TQHS_G{DV=Hh(+rhS?;!bZVhkLpt|{>$JVlal>ze^u+SS
zS&zW&YbT9_Pz5pdhQp7?BQhhBhsOZl2Y>bb*u^O0RVZag;1BQIqpm|<6~4gJB7#LC
z8G|I^PlPH<M4nXZB`;z^ph3b((uyB5_*qZL22JIQrc^mm2A&o%Tr{_IEEx%slqi+}
z@1i7|==U$qU!3{!WMK*|W|WH)o6=OJTKU~Y-D!kk7!s}%wg<~%N}^2TjuTvorDEq3
z922ytGf1`YJw@O0UmAgAI=^(vdF50pW(jWAc5(WN2qb66=>+N|>jdfeY%%r95Vu5o
zMK>Tw6@59ZoFdM{$KajLbDnCfm8ku^q`yRqEyR-hJRNh`dxLw>dIO<Ptgp69wu`lk
zv0F1F`=N{W>jQ%<dR}NuXme=9HRIm*@$K<t<_crY_ZITFM+yrHw>W}0gE+vrh+=UC
z%UPt^v|{sOsTo=m5)*BcMU&@Q>XNYWf^o<6@iZ;Q_nnu3qspcrm&PZP+wLRIqZo{2
zj5Z8(3<Zn?#y%$WWQ*j%<lW?b#{OC(Rj4`;)m_#7I!)TRq_Yuu1LB$xwyd)9(*mkV
zuH4lU&NAJ?8fC*A$(k`ljc95$7M=$6202GwDKQ#l8m$VM^DHizjIxZ}cA<7P&!LV9
zyrr)pJSm-pS;1ND+UeRko4SO>Q6-ZUIjTAAeXP3m*1?xt+iE10L1`k<B4L9PatkwS
z@?V?AYsaBY_l!swOPHGbvny9rR7wTsGTFL02HbL-QyxD-afT>|q@k>$Xi=V0%26Ft
z;;N9VfGV5U9#uYdFZCpwYUsN6`<ra*){Nz^?$wnQQLQ_)pSrUrYgDeHG)p#*-@)Dy
zJd-@rfpG>n1+>E6FW5PdHT$~Hemp+dY#h4`-3B9dC9RqkDOgWa86zKq8Owo!M!i6t
zp+d8nwBBsQvWcSBqYl+_vdWrKSdQCPJ$@RIm=D``=rQkEUEo}NZG8R&Ck7WK6w)7C
z5VMal4y75GP@xp1RM8N9uXAp4UcmL4D~KzM3$e|it;C(?LHiZx)!}LNdj4YnY5rLX
zgcYO|;s7!iL=Z#~j0=h$0s+(>q`MQav)LP$W=e}leFg=H_l3{Fj{|}US_ApX7LA&c
zv6SS*xlzH%!^shZN=Ja7ucui!Vqj`OC?pI;48>7!P^ed6R!Bm?RUkn?EJ2x4rDjJk
zR5cVYpA!Wa6WNu>!KUbbYE>*?`(z7p`;3}FJ-+5-$);|%Xn4FlQma$NngRzC7keH4
zJqWR@Xji=aM(exdF35aLbHH=-e&474uuF{x{g)_^1m9}kN&bW$jUZi-auH;aZ6GP0
zx()kktt+pcqS(mT9CC)D$)ZtX-`a=TX<lOO;L1-L44kB`G~J9jw0uoN#<OP%h}mBz
zqr}N<RScRF!{5Yjg+qx_h<#L`YD}uv42ASFhGa%Q?%nJp?^q0D4_*&GdoUR=Iocbx
zIlTG5bTXZp!j}2Xm8&m*mvq$VY}&kSJB~2NGZ$XG7#183)5l!52wt0!$&{&V`)X8k
zzSqb5omXbFm1;~4)~weI+3a-Hpr*`ZIe|cP@>XYfD|kzacqRIHUBzALadqU*_p~+d
zF7MfK!vWlJW%aP>S~*EaMRReYd_$vbcjPMjs-aowq)ky<&H5{xafDt(Eq!5it7wIZ
z&}_j`?vWQpMDkwik!!<g+EV}WeEYh&=QLm#a4#4a4iZ+2=fJ(RX&H}sulCAjY4`YX
z_EA&2p{JH7|Ech0)VPqJP+osmg#9f0%sfjWODuC&Sae_2wspVd>&7jgD`Lr^G(*n!
z2M|_#w#%*l2i)^?XpTkaVE5uf($|c;`U%xw)vURdxuE)7W@A@z*Y(41(`nda*i_sp
z?`}7tcS*@LLxy7GQDexdDQp>z9#_15ewQIZr~#jq?6{h0cc#+HE6dl0y%H)kFTdLq
zEw?_uC?u2^ma}QFyQjIgp8CIr&EYhs$7`K<7$4T1o3|cX)x5@UmxZ^1y6-<}JkzY*
zHM#GGzo%gWhkSTCqi%D3*IeN|bYFX&1S^8m<Q{QheKmU3J=xACg_NR5FXk?Loqd=$
zC~Cbq$(;W>UK3~-;orzd^B(tDA=M2!UNrtmuvYL$s7z=)^f7eRrRt{lVmLHmdfTs^
z{H^{zZn7l9!|}P*P-n2`!gTUDiCc87u#N3$?#_H)?_g)z(fB;SAb72$jr-2)HS1aT
zra$WNMCw5*E+dTF(GB9|%8A6>U~m22_xkytmG&<g`b%Fk)6xId#y>^w&vQTYum~R?
zuePne9^NkvD~qS`yA9n>#r<1A|JJmB6WRYZEGknHv&3Y9Z@X3!xBOHaAOE~{R>vcg
zn?UgG8&)vR$tZ=xr!qZGtey3H!T<)bGHgO>AVL*bHkvV(RCLZMFqd2`Pl<WieJpIS
zCt<>}wKU3G((29gnQ>=kp2~qiCMqVTHx&lN(FAiPm1B&n5@woapc3ke<@!Q!iVzEx
z7+ctP7JZ?(UZBs+wNI~lqx*=B$MqEEhm|Jk@Hb6ntF;nE7^+amkqwj_(?^b@Bz3!G
zlJ&`b%Z4;&)$cayp*_6;l=sveUFBM94-uzF!B5z)P5D6ccgqh1qRiu%s^>;^n$Lmd
zEH?>*YY_#YXL8aG;p@u}s}}miq;Sums~~Gp1|!>~s)<%ayse^~qfWP9Wg9ZvjbFiD
z>px`s<%|&=DNM^q)CnPFU8gWvo)uD(m<-GJ8mjHdAEg^-LfVsv(hJDYCkIE13Jew+
z3xUc`2Wujd%_6qQ9i@x1UkauW46adF8cP_)HT6rh`{jixZ>cGCRGUQ7hZ<ZWBzt!&
z(oXw*W#Jf@eDq))I+I&rN-~O!@wvj)g986Bq3~q8B0YCKE^WkW8eSQ|F*1fKQ^p0e
z?ftDH4|;KG$D=BhSm1a`Ux~2RShm)DFa>`^6x8Ul=aKSDiZtNToc(5O3@@1^BvWs+
zj*}QAxeK4HxQn|ikxL{J1adU5b56q%F2d(c0a>CMwdk(8n%K;fRt|CgbuiBZ(ArfC
zG;V<w5NV!_YD;hZY7ok(W=xmP8v;=MNWQPjRBA)i&E4KZOQ<Oo(B)C6>xvdCa~ivy
zVZ=zAB~WWSRuH`#bMfP7*}~{vg(h+$S<15FRXhB2joCq+5~TnuA`xJY*=XvUVQayj
zeLn1$1YU?oFdIu)65Z<UP94orWS(GlU$~tO{nr<1zJN)2(aZRnTtIixIHd#fiKK^c
zX-MMdY&izABL$6xq4?$;a1AF}K!a&YHjU{>I_0%NQ@ox@?Z{i5=Fno(Y!@n+Aw`wA
zY_T8DZfwL*r?E}2Bp~O5sy+8vhBO^rb+t^HUhAjt9~5)et=Op*i;iG9`&^mDm}vN$
zm{;R?sl9h|j;noo5tp4)c2=u5)jU3-Q7#$Q2lb@$0WqbMTfpeh(2(rDtZiz2VJ{8u
z*7j6&XOm}n^>D)oH}teQ9ffOgT{S6)ZqB$%(B)QFd-1$y!7x{%OqswfbvO8U-|mX0
z)bRSad3eXcfK?HEN!<0)*Fj3l{w)B~j8;cv!xLbHM4}jE&uA3RPABY%Grc%>_WE&h
z#0IPADB!CQEc#J$(|3vvSYj$O|LA;qvYhg<ZgkOd)Ci;}L$VxLeWoa+VB%gRF$#TU
zSw=sg)B^!Wg)$lXr3+>m#W=@(v2xkT{41BS!3-9pjjp|lSS@o`)x+8=VGYp_g?^n<
zAhkUS!4;MFvS=9q<WkZs)e~Kf5xNcWy0L6~X)a|Hu_jH+A~oqS03?Vh_g(BXH*y(?
zkeszyWlCsk{1szvM+vDbhvCd%EkbFpU4aM&5%3ummq#Ssff!(D-@_Xz(udkGq=}fV
z0fJB@@=3G#^uVm;U}L9K+MlAfTE<~-nbU+cyePI<9(%!i*#coP##miRgRj?^H)Ho@
zP|4GUX60i;{ddcPNId9x&0jf^4=yY0riN$)ofg%yvKvk!?mLn{4W7S6$;$WEINP<-
zlGP;A5Kqy2!+LKU5O%(k!#oDO17N6V#r_LS{%ttX(X%oA9dGIXg17&P0YdkONA-6H
z<QHQ9)dKm|;x~l<k30|oCp#fIyPv+rPk%(nmJX8cUm7F~cyxdGF@HBpez+|E3$x@m
z`~2+kZ#VkqFf=?o(&C?ac<>Cg&1`>pZGYG~bU$sE-}mwd9nt@^UH$`?E>BS+Vp$Nn
zb-d!MCBnq4iQX{7Q56py%mg0*DjO0TW3hTc<?2Z}v%s4>8xihq1Wd5Nrq7GPgK)6r
zz$9>M4w%Vf13Enn`Q$eL`62(kWjaBa6w>ZJqvrC7UKa71^VgWI&2o+=ZRBpJT-=5k
zbGxJr4KeG1PfIw59?eu-4eU>0#VqafGtAfu*R$8Ovo~J#mfccnW0hizJ@tq4DPAsb
z*5T|LC-#@ZCE*g#*hppe=b7=rU0!#=+o02tbX2i)*yz(7*hSmHy~LtCXF{?LwFL_5
zW>jjlK09aiI)_H%mM(H%r+|b$(Q?n5mRmQNJY^D}we*~u4)HNaGr1Fex{Bc}=ubXt
z${Lh+f9&xT2(o_KEWTmeH8@}^yPn!_nG$eD7n1ErWnYZ}0?N8!v;N$hM(-6HBt4`a
z8N0?Qa_ALk&hTAHS2dJ?CBQ~)809f;DuXU$H(H9^oo&9<6Ei>}MT_HPeImPEL5F)h
z<9og8p6fKg_$0eFSBJmrMmT$c$x&u5cj!+2Lyh#CZ#^j*i<M(?<1m-+sakY?w9==F
z9wDX*xtgPZ+q@q4f)G_kJmlht>i%q$Cj59_Kh=F(l1TcGqDkT2^qV5YA7q12xudIl
zzx7md1{Z!onKlpU3CWnZQ(9}8&}jF#n|gOAhCPZX$DDM~vLlvfAfvUuG$?%mz5McF
z7X)e*e6}$ooE3Iq*;&aoemE)mu~;Z8HYUJu=_bVn2x!mrOjTnB5g?Z-%;&5q97+~@
zThPIW9_I3q3?@LjueO7g{UVnX-~e7UhQ@<PKMcR1`~Xrd<nU2MykYnGaAf?G<d@Jz
z>Pr2lH(9Wx<VetL*G)$){Jw^~9oW{!V_8iWy58Yt>Pw^q0cUn0*~!?NGZ6tVS}VCT
znneFl<E+p_VR<{LY|uzp^?MWXdkWxrb1JnRC70{a!Q!;6d85e&7M9ibBZ1oRh|%}>
z)92(5-&M4WPce%JmlJ4|xlW=eQbSf9i|g(+wyKs2+?>DXa}8!Yz(qPp9XZ1yd(XM^
z6f2Lf1L!Lq!`ekQ5ysL{Ro<pOE0m$OuQ(3AUev-F3fK9U_1?S$&q37~wc<^FR(EG@
zb4%zO(c)uCyT69je^<S3kSd(;9#{748%eFCKX0X}awOa$Rj)_uBV{$98#X^#v(j^`
zf65@n!94zkwz+#C_q12YwqC>GOsfVt3z0M)F}{5gZ*_j()jzm;skzhhUR0D2(Hi1>
zeWt~^V;A?&p!w@%{|NwWjBJ0$%%8UGZ&3J8Fq8fdQ}$2H{F|Fg!((A#`NKq}{|Umf
zkbgS6zy9I(2>&Ap{cqUFzefK#m>M4a-~8^st8x0@j`?456!d>U?!Qe^C=Q1&e}-N?
z{^aCHZ>6gijXPB@pq3c|g#<p)YmSQEZ@jd}RK;-m;$8%1EESDH)>26p#W9s7eDsm4
zgE01iY0TSHjrIQGBdl}_4w4;k;RVcU-53el5rSFK6-M%sw{dTrb&{GA`7HB>P(7pM
z_CQ=+T@#R9G4_&bUM3xE?Cl07*&2+f8@hB&eVj~wugvrZ!gHb7F!K?;GV|K-J{r!g
z)CF-eoG|I+e2E389^V&3YTtsQn~n(KU|i~#@y03Mh5#k82`6dpFi$<f=6v5>oZ#K5
zn#PrmcRVfqN-|rjo!w&#7<3$AAFQeN<vZhAE&U7h`18$CgrGSpRzExWFdvNeFLH^c
z-MI@slZ6Px3j#&KADWHErkID&n9iwHNQ_CnGeF`fRYc<lr*R^k3l=OR2jFzT3zV0<
zWnwJ4^oG9;Hu1#dQE3JWS!Y<p9rSrBc#(^(7!#;7Y+4d-;<Y1O8)mx_z4h0Au!#Uv
z{(7?0j?S9E9+`V>rJaZEtXg0cHP(1)ER2RWm7=^fw^!b0D@zI5H>HY53d~OFr>xV|
zQwJZFghZgDwo>T0PX#JA8J(HEOC%t6g{i}K9a2TaO`t*&itVdhZLvgk4yP*;|AteX
zM8r$!8S{C*il3X#K417PVS&qlKyP$FZ``RJ{xb0k&#~B3%@v)5nNFc^s){8wc|D%<
zmyeuL{nlb~aPC4eftZfHtlad{)D3vf1|dWFW1k|Wl4#(khlEqIIXNpot~UW^ITV&o
zU;w(21FGaAu2KTf-A-`|FWJxE_MpB(==Tkgn_-&HT{jX-wP02skF`usv(jkZ2j_L@
zIAdQnH3dD8iU@I#b}=W$d&#AO1M?$C`2h<gOMP+83u;!&>$S56nT3dCfqlPnFdIvn
zh^xS_jpFqB_ztGZQ$JoStl;+u9e`SW{*b&e0>qB3S#DUJJzaymO81$GTod+n9P#OB
z{?K6p$Xfh^9Caw;EqTtjoojgAbtEMz!1bKHbMTW8XTMji*|xM#8cO9ej;=+4t+gXn
z>ALeL9ew#GS@aLVWSC)jYn!46r6edW&R34tk)2m+W=S|w&yM~@bTpjFHlrFXGtK84
zb)PMHwbQn>X}Tn-FU@ambm?#+nqO|97qBW*P!qDa;d+m*T4}~!4_T3pXB$;3(nG3n
z`>?3;U!8|u)HYehsoRm#F&5BO)%NlokQ<=ZJJi(r2c>URAO+g%6x5;eTuJ=0*HxKR
zvNMQ?hry9UxPYItacN`LC#VfPsx(GkKqRh$1#nXUj{O}vWxI%03kRoG9ilAy6)vUs
zG>?Vm<n*yFoBAjwCugR;A^Y2K$#KbVh4(<~-vz@5q(;8tTS5{f43S3+aO$T@y`#o)
zP=l9`ulQ<aOH@R^k?yk>g}#r-%DFv&M#+8i`xof@JDo;H%kpQ+?zfKpQ_20m=j`bJ
zCLVv}-Tp}0{erc>O4eU3{<rY<Pc8X>PO{Sf3-QVDABxW~g+YsDTKLxMPx&l|@IfW~
zILn!26DfemoJgE#!RiHZO60It_t@pKW=t^9%2>e+mhtz6h@~4KNS<+%Uym@xu-yVU
zWAA}|902w__*~r$wz1ei%aG(neF_KTK2g<1h0Y=`#N~HcsiPOy?jg_;vG@ULh`dzz
z0_Iaad>EnuCT#z}QBsQ}KGRrivTs00r*J4L{+2A@dG3Kdn_ritt1=U)pkO})C<cSR
zkp9)!zRcW6DfJjC>FKI%%cRUw)W_L)XLQQQXr#0f>C$8zb=UM(U@@jb%td$P4!Mq#
zGb=)4Z82a*HOc`j17m|#pgBzHB$Spl&Hzk*TG^Ws^8s-26+eJo)oS4G`)Py!i8qug
z_&^huP``*nAEAfg$R;VH)~2nG_!bkI|8;yEpdU9keRI*v9xO;kDGrqm8bbf)n>9`q
zHA_OOljRL`%40SjP$@WZ7w~laDOgrf9e<rNr2f3rQY!HHvFL9}^frlyrR+(iRMFS@
zhZ`wlywjKD#LTUN)d=ej=}T|sR;|4_e99+H*4XiIo9L%ET^YoSfqb?MA!Ft%9r!x;
zDrf}$_ccCdp+f!U-ev(<MWH$EJqZy(&@AxJ({dxEdjU-1X38H)+Yb$_w^B4j2YPt7
z?7L!HG0~K!q~B0njd{og((5xh!<dA<5)jH*g-wL87AW1+YPN?PIlqD>ucv3CL@kGi
zk(Eww(aBK}_)k*d&9xMUb{&%Pdp`vQIxT9ZpZ9fV(S*}X;M^sgaqvDe+U;klbH5%A
z**bDS?{>SWbC+rjRblo4x$}nW-L|K!49$yRC6)M*sZ-ci8E38L7g*LxYYJ;onVfGB
zG1R2$)keOR5qea+Y;gd~Ux+JSKwGCR7+A}=$YCKdCaFl89h!BBKeCNP!tIUiS*I=x
z%)&H~F^j}OrzYm!(M3Nm#-!*4?Yif>>e+ELiQg$jFLUhmXr+>iBA`I}$qa<|Q;Y6l
z-M($c8CY<uu&i%8mh2^W>xnRZxZP<3i0b4dsn0~^PrLCR(mZ?f){G@1GFi#gw5WWe
z3Qg_7QuG8=>o@}YXUO^Wg8hU7R@%P{KKlQz;A8l&g74R>{8z;J)#Cqmh{NzN+*gMG
z(0vVyW4HW)INu!Kf-z4!5!NH>1Y|PR006OrVZ90ajZb^(V}V}pTM5ZUt>b#&zh089
z#jK}|TY(vFJS=SBvw|hSwsj-UWViw@<M6vZo!%yC$j4%}(0vU9+g*sGsBoL$WreD}
zQU?tx=?J@*1x}95qTeX%(<%W1ml|`F_B;i3J-95rRE5~J($|nD6zfv9oXtJ&EzFpy
zD3eug{!VlC`Kfv?4vlse3vd=h&UP&3Fj2h}D&@#V&1UTRUDn6h<YaZmiF$;xO6Ssq
zhB(efLS%Aqp1jp|^d?A7V!V)V7^XF}A=*6Rq6jdkL3sJ0Z|DGzkx{5H#UH@f;R0B3
z6oa`Xx^l_Uw1rIliwAcBjoB^zP8wpF2k$jZ8>4Wv9X!ZdLp>lg*Wr-SbnYl28Jh?g
z3Nc6k60At8@G}u1$_<mL!C~Zyo>J~$@HVjCsM#Snf*LPUvkZlU&Vay@4}wvVQCm2T
z=x!;3QJt`>?{!&rh`ODdX_x?u5qE-yr2e|2ZrZu6{qhUW5)%+}bKvF`tLD@pZF!T2
z2XfMDQ5oT*GXZTXcpy(+Rf1nuAJWu8$1cI=$catleJuP%Zz*W!2}n|)1_WD3Wr%ob
zS#r{yf?n}ttss~yQey)$pHEjL-tNP=eDbI-DhijGse^AeFhZV{GSclgt9cd63F{i}
zhmzy&?(49p?#~T4O&*2yuNg;&Ee5*MxZ)BfaSM{dK}yAtA86cR>y@}Hsss1Q@P`6}
zm8i-2D-C6Praz^%8H`f)#*>v-8#ttPQpXc42z1rpxQ9Cw5*r|RaSFt`$3N)Q3NWNo
z%7Ub5NW_Hpm{!6Fjrw*F%=MRlYx%;uNf(x^25vY!?S5C`$iD5&K~1ZK#<KGCY0Lla
z<Fci%u^?;xF_`Z(t>%Ryc!q2D(YBFhr{Ma4BgEkuZsU4a{lCD2-)e(}j_!8=$nf7a
z%^3cxY4+<y`v*MuYozr*iunF-C=iCfnr464UktyBlKy=eQJk_^%rZ0dk8I3FVOo*C
z44mkYIL)Em=Tj<dLl<G!N`2?kQZ3WLl(TjkVff74TP_S-{%=l^9sLn299^hRz963Y
z<(brCjkOo3SlVx51zCq*nziP|&6&sOBr@rZ)xVKb(5gzL#xxe&mWcs7$P=riZ52ue
z7mM0<WEzLHDI|FhnheOLxB*|Ue=a*?uca*Jm{tiQl>1DIDTMl?e9dY8v+Y`Ps?f(W
zNpoJ5l&~5!xu+FXJIi_AMS5c9OG1=hSi?JA3Uyc8Z{twH);Wq{TBYJLvlu8~i8Ltn
z!67hiJ_py>Bhjo1lUJ}TF}yR6mdEWI?OKEI+1#yLj_KMF4Brb27tLEn%Qq`IO(n7R
zoxt8Zw%{J@y~=9X(-_C+OctD1L{fG8?X)p7rwJ-zZpv0kt)qz=$3IX|@PRt}yGw~f
z3Z%san?%V_WnbI2b8cp%tQ(6kYnenvA+uI5+L>z(7gR2>T*Voi9T7}ZXH;<R^D%P2
zCf*iIb8&HZA2lskXnUM4iLq#D;x0Yrab`3<x-8Pn5AQp#JGh79SQY4bS!>($XmgVF
zr&u*sbx<-`Cn+qJdB23c_w7DdJ!+BnXTCUdlJ}d{t2zYYEozXpyEMF@oUk~ska-Ri
zVBO?oG`M@7agA#DZLgL$M<fK4Thbiw0-CO;l_%ue>t{ru-e!Xzg&{iW%J>kVaYcke
zM08GUNrPau`gGohd<$jmdqMLVJ$#tae1glIP~;!%ti!s7)L14D7_9ZBm~RA?<MZO~
zFO@V-mBq#roAf1Gh>?%%#!1Z+R*Q~0FlRkK%xkr=cB42akG{W&f{j#6l-v3owEY!U
zVVA%hFrsSVDRt}6Cb+By$vDJufG~SZQD<mkiGk7M8Vec$MH6TyN1pX5F!iwUyCwH3
zk4Ar8aH1Ov``$Fvwbi(7DQiQRvU$4mT#3A$9?UY!@?A&EsO^AMs?oR)lkI16+Nsw0
z7ye-o6@zwjVu|i$p6XeFQhb-DnjKvHTM>SJOX9!}`J2_1Uxh0n!<7S+r`X7g*fnK+
ziPI*r@Ck%{!NbM@Fvnb7f;iY_HDM6XJ6)d|ee>Ywb%Ju9QW5M+D0vs=_G52VC_$wR
z(K)E%^BY>Tmpy`sLm333Z={o}zTeG<&~UF&l^?9Q8rMQsVq;+5`h4s-aLNZ?Df=XJ
zq|)ubvauY=aV@He_o;<Y6_&Vf6Z|D)xNsXXs>gZ3X_tv28o??&p}xfv*1KV9WXsmu
z#O+{V>bq~tg>FP$^>~x;*rF)?P$$ypWCke5=Tz}M<;jMAE}XVFct3rWUKN>rLJF#q
z5%M5W6@niJu~=A0V9~(VDszm-nPky9vLXWMsSDj&1Z)o>zV*n|Q$ls=CU|TV$ZA9A
za{-mu3j{A<Q}0=_F|87LAYm65$dR_21q-JQ(9p(2DNb6*bcJY+SjQ-NqO8n11q!Bv
z(PLY|w#;xqXU5UTi&{`#mWFP;aOUkdSqou=TOb;r0;zSD&p9@bFW<s-s?)7N+Qi&r
zC!<i10(?Fd^GGuh+#*=MPazqE9`VLRTXjX}>{SaJg~Ou|@!D&`a;gwWNeUFgM&HUK
zBuHa#smcei-r;=+k{+%1sH^2_^8QedGRrrPnS1u`n-cA!@j$BXghN>`t9k}XcsLuB
zlfeUv$g9tag-(V=+``RE^8IKLyeJ)h7_x<^c3bf5{@W)*{^_o$RF~d*rCbhut<Qi{
zTF$nodlZIoF@u6ErRW+W6kVT!I>w5UFG#jt2_~;fi8?xc$1d@Aa7lG~09nB*Zsv;i
zq1%Qwi38Lc97|gKcA{Gc_FP(mx`G}z*a6<#w|m*Y%3}qVqiTM)OpXqi-_^FecYB0m
zuj(-U7p(SM(b6%}|4D1VqwW7Rux9wf#{7F={fjUDf!6*S!v0^Swci!8Kk`3+)Xn}(
z1^qok#KrZOB3;Ix^8B~>{)5&Se|fO~0j>QgGT3JRS!6IG1B9WHOT^`Jko809HuPdF
z013ba5mrnssP;!U48WbfA70S$Jw~0Nd_aI<JAY)wYU==V^1|?3QnBjms0xsx?K(;j
z=`sL9_n6*`HpB!`fXT1QWQPj-h?;G$ukk5wa--dBmDNwH{H#=gDpPc~7*;&wDh${-
z@(YZb@+-5*r8Do^Sbdlow1+WbPYcPSaY+hgg&GnxM)t#ZMRmkwvq80y_}V+cRxmV@
zWlvH<Acn0N1=njDvR&@;7jE4=|4|$dO`ooBuk>&IFPSwcbFRu|^IQqXR4)*{{d`)%
zO|sHA#C^W+xMB}bbM4&~rsAda8$|x=CScfaysBL~sHpc7WO^bqk|2=R8=wv{sYUox
zSK{<C&4r{%SJB=u=XfF{60XvL@PjVEy)NF4;xH4!Gd<D!Z=k`>m_e#Z81Mi}LCADf
ziJOU*Fy<lO%BU1+@)fO38h(@$`Nf9clQ*!ddd1#ciY+C%3Twf=)`KXikQtpTKV2b@
zTuMRE)8-<}m<8IW)=cK^&b$X|mD@;1LQpa(it}DF84E%=1}c6Eo_8L=;37>BKAW-v
z5DSbvLEN9f6|>&EiM502aoN(t+ww+0>9Z4oey}>|ZzO>n0)&$JAs~>Ts~@@*TB6$$
z5CdwR*W$L^?z7e-%MsavAchP#AVCi8G`ur;E`r72cVb`Fyde~Fqz5<+vPQ5nV%oFO
zEMxI>g87ocWcjt>B_LGf6Y9w(I0vmXAAOV=LY<-11SR3pS(Xon?48`=sk%(iQTal?
zQefGYRK2=*SxunIvmVqlh>2up6D2{8`oZ+0;48}+eH6#95Fm}2BN~jg{MgYlxO|Wy
z%$ziDYrx5()`NL4aRiAe57MV4Noy|i(TS8Wr(g=(`WkC0u#km^URG^^`=-B8)2d)G
zn$v>J?4cHSu!x((TWwt$zUnQry7dqNt+*t4tZu)f!v_IHw>T)csE-=yj)0aP*(>Wt
zHoA}~Nxb(eS{vwtac~D71rXu!rSh0O$cIZoOT@TuQO=yS^tYbhHj^>Uw+U~7D8MI+
z@OiC|mHU7o&aTxt{2}WQDL9d?zoe8VqZ~wMKL=L8l(RUq?3YX8;S=kgoUx>C!7|?w
z-E{9t^l~sH@do-0>yQ9vHRFRD%JQZ%?1rKW@1S3bp&HEyviA%n4a1JK)VBm~v*obM
zAteoJ6&)znwTQxNeK<C^D;N*=wPvRN5cv_A#~?Mx6>tHH0t;e$iD8i6kFYb}LC2Ui
zOs<q13nITO>TB5`i77S+P?~d0!wGJ<9MoV(5^=k0Dt%oOPCge5Bh-d^<q7vk=!$>>
z*<9@qTFJVRhR<bqkwwfh{`{579{4`?8`Q3Bx$0RV6;qZuA(5hm%ee8CgGwbC?;rWj
zIn1oAOfH!S+20wXicK}j)?7c%C}_;HK3n>RA(r~pce2QoRoOiR^e>QvSAmiM5Nf?+
zX8^O_C=RtJC&RY4Fdf!9?SppReLFqOFV@h#sIxVPL-Z{8YM=bHUE9RXd0(RI`9NQW
zbH4xF|2#jtB4t~b)TV=<K)ovJ<z#B6D<mIqA8E1<{zA%(Zz1@qp)w{@0t;r*V-Ni~
z3@CQTlE2hJYJtFg<pj~~0WJ#s)7n3?#4k+ziIa5njEuj7AI87#I`~hrUyOfjqWC*Y
z{DR-Vvc#_zzw!A0DogyG5B`xRev`*PvczBM@Hb2RVI}|D<d>3!?a$o*c|}K5Y7nyQ
z);?2`rpvHA11BSA4>Wonih@eE>hn5kb4T}7><MEIu%8CNGYT%;4xxLt(9nZY9Za3Q
zL_xYo0dVWP(^wI^9FE7nMG=FqU#Qc5ltN1Y`@7MR!*){?mzlA~AU*dy`mBV^ltb?Q
za@qZN>;pJa5B589{Sqc(Cl853siim3b~E(FrhMjcMSYn%dD%m>WxS9)%J5p1nqX1a
zD9FX-kbDvLsO!q(8CfD(F-}n`30bjQ#;Ih&xb6z5=tqc1iKR)Bh$a^jO3<=H3!C{p
zlGBHLB`;zKvvRLpLm8{Dm~HL;4rN*PgRlAoVW$tAdCl;<zyT~TopZIvmyQqFu4(9!
z%``<&Pc_60XwMKNR#1z~8|uvJS18|bKWj7Ak}H7{zvqUFQP7c1uZOsfD!AVY%+{Cy
z9SunCga<rE`ySeQ58O&=c-E4&xY#E=l=MTsWssZIJPAU2?Nb=NPS4<4eH5eCv2sGU
z6K%_<-iOC)GoW4MW_V2<o3y24(XTTRE7v*W9*6O{4pE>E$;y_1)R>V^I`N}U7Rd@p
zt`3hMBdY3=(LpD!@?D?sWN2UUyx5+R9bb?;;GR~f^^f=t9G?z&m9*oL{k|m8e85G`
zvU672dmEYyjdDXuxd<s6944UBOoWk<Y09*SAJjiVJW}MaS2`>(NKDFplfvvvrHp$b
z^U~o1*|pm^muH_@2{2+!i`y~GKkk+$cSX~3{v<cVdGrF^c-{I$oma0>7n``OVJYz1
z#{>uk!&#Z3(2Z9f?yJj(O0y1Jct9J~WquD(Q(|iKZQuP`biNtXx&e8-llCLeax7ku
z<-Sn1#eo+Tsz0LKm#rs6d8(&%Ino;KC2dPZYVZ#_8;i1qbn)3~HX$PW+Lt3y=87rR
zRH2eD(iYW%D0w^zTLyP9LnCO=xpg^2xsk{;lnOtd3KLv1C@@!9aKmD)teAuOX^57i
zq&@q64v{ZPlNfE^=Ing(MOY5`*JI)pCd(@fI!meH-=95_bv|d<<4K;!w@&-*CDTpm
zk@L%LRyPYbIR|EW3!Z2ocUh-9kOwXBSIR11I8<Hvu)E46Rsv1u^lLbwe7j{KPC>N7
zWHo}OJ#$c|7hm<(NUa(M_k_!L10e6hpU{ApFbgabqr`aGH|+O}d2A4o_UazC=I;)=
zgB}zC31@Ap$aH9g6^uY{?GcAa)#1bmL^c2-qmx+KF-Uc|jkZbqQc`^QXrz9L+6PeX
zKZ3qJJgf*!;b^H*Thc`FDeog{8{|=SWbZ^G2`GKxaM+1oe7cAi^bx(BSigi>wDJ~N
zRcN$o@%k4+hW6vW(HExyR=#yn@t+d{>b*jl1aCPtFj@h$R|$!%pP`m28CEP-JO4dj
zr@9Ov63R?tSFdpdQWFe3)>6WMp5z&LzHa2;t+3!)sH^%JTB$Us(Ra~*+snNPdIXG~
zTqgIvQTT<m$q%LcM8aqX$EFI1`xPu26_ev%Aop+MhK`Qm?};<U-&WTDLf<p~;Zps%
z+l}!Lujfzb{#)|@&q{?~E&jKl`@d1C!1Pz@`2&%e{;=BrEg~z6MPRZ(w;d}TuzqMl
zG+sNR<8dWZMdE?JiQJj6@2je*PtkCd`%xT>sKrn}J?907A`q255P>8V@mA+~1K3Ut
z!*$#0iSdg2wxQMXS+M={lW_a?k<Dl_i8t8(N3m-E<`*#J&a%6=-6<t(sqJ=1547ST
zn)|n2n<RVc`L{9}548tr#kL32&2ys*?dJHRiktJ`)6JZOqL>#;L3Fb1X&DmnaUPXo
zi)KvJGwOVs3xV$!=dV|&@6!kc6)qV%WXt(tZM|^&TGx8RF|Jxl$^<jvMgC3}{hyMq
z*xR)~r;9)mM_0!QQ|$7~GM>8o8Szhx#UA3vge^UMmNdN&FJ%(RHlr$IH1Ubi1Rb}%
z$OeIXm+;xJS6KWEtEIpBtkHd^AH}C0D&;AP=P*>|^+9hKOUW%VFK0--^ukY20lgrM
zn)47zS{5|nlJCNK?y+_3fV#SjW=_j~)R^JuA|}~YofVYmRf?4!)PW#|>(HP$oW;Jk
zkW`s7>EV@#`Lun?PwQ+Zx=!Q-K%KsiXch*HGtGj7eQLT3xMngXV?KKc`KwGV*YOue
zTsTq%_v+JIs{rRY^-e*XHw0$jZ)7Umo&Mf}BAz(4?b`GRb|{k9x4S%H+6G)3(y^<1
z#J+w$MQf8aWy~agqFtJ@Al<KvED6LqM$Pnf!nm>E1;jcB1X8j=w804O2SC?klZHsd
zPZM`N_LSsEkl<6Z^*SP}%E2MV*$CP*V_E!#iU&MFi8As8W@XBzca!O6QuTOE41+0R
z{JbYLP(Ac~sXkvj)*?R8hZTS5L$l)M^N3Gm>n1f?iB0^}T~4q9R1xGM8}7|7F!wpD
zk35V6FO~EByq`2Zb%egim9LOOom1W7Hmu27)7@@(8bo>48g!zV>X@0yA>cc-*XIkO
z0CjSI^lCp4G)lx?fU+i$DHze9Tr=Wm!Jym&{cn;k3||D`)>A|$TZ3jW?5NaAVo%8L
z^u8tIw0E~Uvwul>!|XjU^jlIKK8bl+us~=0sIFS8nkh@i#l)Mi>CkK6h%BsXub{ZE
zRA7jW;l$`_A(D){51Rbcpk!GH4D~izavZ{?bb^8=;!fF2;*wWfZ7IFmMDOqa$aMK*
zo7L{+P=h^NZhevYSREsZF-FZ=3v&f;iJYVDcWMb2{m{DV3e4!MLBXi>#b(}y+vuhF
zkUKf{ME~XSg$LLPG0xAdhhH&{zrru7pG{($FbeLl^gGxu%4e(78M;cBy2Uba1K<~l
zw@EYAJFJ-BlN4Z|fJ0Ak0vEPAE(L396h9Inc{9ekA2IPe7kn!b=8NS8@3B-f+*S!R
z3kS-YVk65|;*EW(7K`%(#}`gJ7&Ud~@H0x*#T57)FmNLpxI%^Rom97iC-=>&j3w1o
zi}<i`!3K*cW@LUbWp3d;g+=a5QIE#iJ*<Pz(eMPUt)&jhHK5bh-enR?oK}k6hxS8a
zOK+2*tWFj`5=euiBu$+0mLj(*(cD4a`uk^q3|{Q=jW?C3hf*I`?34Qbu<%>W>)vKw
z#ip$X3+ohD>n$_{A11$g@=v)N(4|yMQ;}HT6Z-eh;@E78L=EqQHLWex;_x#ie?%`Y
z%u{Wp3H^p=3LXwcqSJ||O!sTxir)g3(;!Os#Ahx;rCCRhf}PdnaLWd$zG7z<98ZuT
z{IDA5URRR%;ub>{&<(*vtR;CK7rlr^r1i^o9BH5A`(Q!!5sm{y%0kE825q4g;>Ow-
zTi4}M@cqYqKUHcPG~6mGX7!G?RYJ1kfNqu3=FeTeFgf`2>mCe$utYw&MDwpM`^>V5
zx<KsFmlVEFJ^wvaE6U&SI`O8dg;~zXh=A9aD<UiHaQAX$zb_y|Ao-=@4#R^cL$}Qt
zHy`a1mKJ~E(kE0?dXK~B#=;F)Xb5UZo_ypw5`O=)i~Qk)c|M>e*tJkxxghy)%*+<L
z0F|Z^%ScYWEO~A4jG_ZmTb)5P?;o!M(Xjwz7N|n&BPO|AKG^A1Xf_Rr+NZf<_s1ap
zdK8$$(56=W-e*bs+uW;?xv#Hg6YpTBlp97*X7y(`>4wr~zPe0?E_{hDOC^$^mLKlu
zh;hG`CqAk8x-*>FPrt{;`_?JJDLcJ!>Y~4JpPt0#RlEa^VN-PcGvEGVp<j^_Gu@w&
z(qGN5e-SDDGv6}(VM6_#Z+|h~Uqhu|E&fmOEh8S&uh{J84)ed5X8$r8V)|=>>NofP
zO%43pjX8D7qtU-oLF7Mt5C#pE88}ZHlPQPK(`p7B(|l7t+i|+2_48G=DT@s!gvdnT
z!ip`+68Y?0!kOUT@VK^sUqRQpP{}R~TYxR8QdJ+IU}@j$rYn!W^lLRFkEsatRs)zy
zH&{!nFv(Ea?3<RAd0p%U4<$V8h4g)|{=lg6)B<QK(|(mn1!<%WbItv^jLU(w!P-9W
zQ;21sVBJ>{mcAsD3C9n}IiRxK4Z*r5oKBE9U{ZY`1=^r!`44dH-d^Zx`5k?(*;Z2N
zsEO8v?-E~WVZ}L-(MWc9zv|c{nW1fW@FL88@$$Qb@?vU(@Yfyd%ks0+0*66m8%-jg
z3TIap7+6sG8lflNyOKz6KEeu8&x#(RO-w^hmKwyv26@9hf%#1Xq|l8g?ZO2cr>U~e
zZx&~bGLzrV-`Y)Qto2rt>W)^6asrHU?gF-&g`tu93ZZ%zdb`UoA>G`iOYda>S8@3k
zx&cn1{*&U_^v)?&3TNe;;+oTxKh-2soV(8Yx=F?21#Db--8i=1BlMepZ^p$lP=u**
zrzwYg-Q~m=K1?*Qk8s*naL7O+q{c$B66+4R)KmU?*zLu+A_zpII~2yjv5YZ!oUzJ|
zjLQl#2<+DO1m>Aj-77mWOvZKe4O2s=QOr&xIDX$G;X4d9d>j=3u)Xk7GkR6=!BJA;
zr*FLE2ERwrs7aE0Y9o&*`gQ^qAmBOajmka2z*SWzp0emXTwFq%Qs~}RFl5Gt#N$ay
z*DYNP^@fhDjUjod8{G5tWaL|4%IaUKDmLbPr+^~sA-sk8kY@kgk~Su=({721RcZ3;
zNU<=W2;`x6n*dQ*ZXl82t8z?UAdj^`@?g~xpmFtTU}uy@Po}a&@}ST}Pu#V77pIu-
zbCf|MTj_o?t&u$ipKph>zh*(2U#X=O*q9y-rYAQPGG$EYT`H0P3O2CV56>$!TW0Lt
z8G4U`z4{ul{X|V2k)V>y#vOmVZnUItejnX(h&Az!R>T+%Qv$N~*@xe`1lygsw6a!C
zxfQFKV3dbIqMje!5Mp1auNPL4nJJoVn<K%knx71lk*^Po+(4a^mm{WlJH$rTUT2K1
z!2S$BWblXblBajFRfPRA1V}1KOGp!I62~cHNpxK@?kMzOG*+|{Zn(^N1U;^?I+JIK
zB;F{cl1l(obQDj<q&7$k5i2@&qoX|9z-FXBkxE8ZWeJqR+6Ox~I*MOp_j|2s{FI3?
zr#7f+nlV>~sGCB@M~D`=Ma$Ig4$vM*T!V!+d^PTi4nJNhbT~t1tES-8beGvI2smW>
zm3G2YMo{K;rl#U5;CTtN0x>m~r>HSu8AJIU0U5m4vJRP$oy_veC>m&Hh&6(S`~`}m
z*y<83F3RRRlMf+MGge4mN4yPMOb4w+?pdwQ)tHD<b9;3xez+XuCxZ*qB~cOY3|vIM
zQ<woTgLw}dCe!!*XR~e|H75y=4$JN%3D2;f)<<o)x$9O>SB+=Kp6ieIl^BSd;iF$P
znys|=#af`{v)DtR#8x_%FB!J{TVI{{Qm43z#o{24HJTy(t5SA7HfRZwvZm#w)-n&0
zFA)lRdYSpo`<kx_D#go5f}E_?HN!8GI!?~QPY(qqRN@A92QC1q@quH^A3wV3d}ki0
zUOKuShNOpu=}V@PEnUnvK2X~Uib6u~`x^3b<YRXwKQ!Ubc~3<Xq!jS~NKQX8AgNCO
z_@yLDThBtZtQ0QdN*EE{fXH1aC-C|7b;qgr<ko8$2p<U_+ic3}V^LOz#mDCQg}i%?
zICiimBeL%|u!iY|Tsax)*7sKLap$P>>g>687fU2mkb36~N$e}%2DYp&wc*@dcl@e4
zTT8#6FCWI2(p^oc!AQ)e-wK@K^+`FFWKA19UnL<a^fB{bFjYB!AtqXZJ~y@-*D=&N
zc@?KVR{kOf;eOSg%pf|ikGF6|-^%4PWuH~GHeHt>wtorO+|&Jq`audp4qf)y7W@?`
zZjqkl@~t1Ie<Xaz>ixE<y>)fBA53`_=d4Pv^QGKWYSqp8{<}ar=bA&5mt{O$l$q^}
zh^aVcz`JO?!ix~1CI7TP88d^_D{*cWAEYP5=JeMpa<|<;u%gnksW{4K<AubAcObz+
zU*&(ny1yMdI%ZndpO=3UBh!C7%4Pbm^`XDG?jKn9cR2ksa{m9ypwy+uWBMb(_UE3a
zzcBSbn3c@`BBjOrAEvbG)P`+V8j)A8KPju!73;u4z=I@dAV^V2Dxkz16;aZwgvKf|
zGDH(Bm*u`>J!Y^utw1pX^1{@qYYqT-`9Q7NY5_d!K5INzonBh1?m0|0z1kVQuW{9{
zzg%8Vthrf$J)d8Xx{Q>a9;k6V2I7C%OnYR2Rt+5;<$Dfr|3oq$(GDc#QdZ#bKH*Wb
zjydyc{v6?OpHZSny}EMt=IY0jX66`BQh(0h{A@Sd*6o?R8qv1>)^_`zlWsb~th=;&
zJ<0u)?(%Zu;OIH~R<rt^_v*0jHV?T<&9`1;t*Ywhxo}!`EMI<|6$ixUcDz<6cz?1M
zW>>b?)@pmYsh4m0nB+mu9i!%vFXUnby7mgMNJrIIMPPee9><4voR^mr7MIq)6t&XS
zEh(o^C#m40g!~pxD9;2ZSAbDK`QsOo*0F6UE-)V65H;)Mz`~lmyj$ooOZ1IE<rlEI
zp5I6@E*@ys`J}+Ngb5qF!6%jFF`nIC8Oq!m*`_)&3eTfl-tOL{X71lh6xD*bTq!YP
z`rU-C(~ZE0Xew;3bA&$QI57^U$3;Y<MaOe-;Gl<WLIkt$VK<Cenhu+)`Fdk6=wyFo
za~x9Bm8LZhhK9CbeYLlU+FRyC0VFhJvJV03)FDhR=(JZ=wHZ$C;<!CaVgfaZ`Zy}u
z&rq~$FePhYV5CB*LuAT7V?yWPABi(Nz7x+xfODKj{22OCfT60tP{EMDi6&{H+e_<w
z&y`fMD-vrLhACAv5j~;@6GNP^P-5Kq=<)&}JPLWzYFna}e0oHe_QCTxz-*iGX=&6l
zG>5b94ccml(8G0>TCAa#T{X1F?eofu-7IV2GL3c$5nx!m4+wDT;QQRMpe*}{LBc&e
zE%q_6(WgpbT#90G<Bvi3*hc3pjzr~j_md|Hy?3s;fGyK%M<P3}tnhLzJOstgJ}3I5
zv-B7~W@N>quP2|edy95Qis#Rg7{VuP3}z$ljJFM&P)3H(z^HZ&pZwf8QXvM>iR#WU
zb${G%BB`6O5t~nLm4`(9csV)|T5?PhvW)pho823XTs+U)5rZ`14+0}Zd0bX#xupJD
znrSj1qBlapyLmvIfj;y6i@@O5l8q~YC|vYHMyvtA9$lOqzT5huor;T~b7oU62RFI-
zi1*<)qYj@XrH8F~O?OF@M+K>dNy_|OO_+wuT(?b}$+@R#P8NHF<0V$Q7SI_ui<1`l
zf3(0kp4WRkN#;O2d(|UZn9<`c6fvB~x05jja34>$c{g5Y#y(FEqU-_6fsKLQMF3#7
z!x*8Cy2aFIU<_1@P^4gE%qS4Tl-r(?K%j9vh&fFvJMnbDA(bGKqa+6{h51rQAxS@o
z2JZ0%&X(l>pJ*rS(6?wwvVhA(1uWOkY8*?ScR0#ixohM@BjX%ddb|w--|#3Akr1;9
zTeUNm9;Kq5puJvBm8R;Cc^lM)SyWEXCrLni@?dihvQmF$x4appmTiRDJb{^m3&ih9
zR6F`g7Sl^3y>bQ>#<sFXkMsZV_LV_(uF2LAf<th3cXx*b5AN>n?!n#N-QC^Y-QAr4
z!5u!1PG;_@nlp26egEFtJXG!4^>p{@)ob<pxhCS0*~bbTNJz^wtUj<uEukV3VLMR)
zpG%h~z5mf*plIZVp#Y8Wfh0Ochk%PV=EF-?y|JKtj$uljO=K!^tZ@F!aky%{@r-x$
z7-x-2gi1WkOzElY0c_D8CO*yk?e1PLql?x@Z!n7twJII7fX-COzfhu~8Uf80VAz}F
zFJsT=^C<`)`#6O2K0Mi|`B1JN=nc7(9CC;pMey+}xrwl*<Ya`%X8Nbn?j0<O2*EWj
zO<OJj7-=eYmkR`yM95*yO*M0~9VK-g>>vfON;9(B*{Bkw^>!KspM|%3Ouq{n9<`~j
zYM`qkcuc9%E(15SzME$3TpeyBS6|00ymu6h*bK<`(%IvsMnKdwh9|Be5g5RS=weh*
zIT{dl5<M~MFd2+XHDmS|MxhwCfO6vX_mcooK!uI7+cXh~??2;1x*}b|q{M-;QOFs%
z%hb4PQ6b<-Yrw`8hQzDf@xX2ul=S<%B=crhnlUn9YE~v)Bo1g|-h625CioC;f}`T&
ztBWJ5t3AVQ=m!j6BC<UIb8f7rv^Q}bYn$X#)NMA{L_%AN(Q1)Qx+|F)NgRsT$#iBF
zS>?=jw$<>Z<@pD<5(>CQYtR*fS(c{SxWH$gnMu%fLces5^qn46)*!~ZniV@6b^({s
zJ-e>MHIdy}m^8J=8A{h<l7*wuKox4tn_({7{1a8XK>C~Qf287Zb=YWzM<XOuuB^wT
z(BshbeivgA?wBPZhOjBn)M6_}u+%={0a6@RNaA&RhD<NV{`v3@RUFzy&VGhh!Uz$}
z4>4Xd@q^`y;pIt}n7U5eQM>H4vS<_%3E8%zTJw5UtwSgbm9ooBTb^_2L@wpkR=w{1
z1)q?k8dkm!b_$cOyJs?l<E}D!_k(9vD}w7NZ4h3EH4zT3qeOn4JZsmQY-C4eH(HOw
ziw$2Dc7zWzYgnS@x6x{znO<N7U$iAcE!L_6cTfjsjsPCA%9W}cLo?=hHoDF8g3mjq
zx|&8_yD=HhL_270Df$w_YLUKQ#|@0%0r(_Ngc?o62Cd~oCgby&Ygv|PnXp-aQq`!k
z6rE@gTr?3y%}QUtM9zD*86$W7vyZXD5Hkg7m)iNR21e@_BvjEH>#vn64xXkVqENFZ
z2;l{Sm2h~rv!=x&F#fLH<dtx8JuiDl6s|;;LaScaZHqeSsaA1D2o_fLQ{@y>oweR(
zjhZFV=KXZ(3aZzIwcc>y;t;#A1uD34f_gcmda2$`li1&(E!{HAbtVN7vk^*R{Rkxr
z=c<ps6Hrfe<2@%``7xjnA5gg6Bb0r&hC1lMIrd0+wYujRArjDPRF2o_rNa5nEx-}t
z0GHg9w;}k&;)-5chjCRZ(3uKD&K#%*cJdIq#za3_Yqrp#7q}(zw*09V?a`0Gf4bW;
zcNs1qTnBreBY&0{|4L}k=22ZhG!_mtNA}!jp|2UsT1STW3$bd>3fw^lqy?NpD~C`+
zLegoY*qYf{x58`p$?Zu}*=IhM6mM!v<2Z*B*uhBAMyT&PYsG*C7b`~ZpKJneqAgVG
z+qr%UiR+YTn377L`yt`ghgPeok{Hd3i_n-hcv3s<N{(5MJV{O^hQ|RHYX;)4SG$>p
z%3ZfiIZ@nNP)C&u^_rRZ1)+F7yZCznDPCuB`<1gB$Vn4C<N{?m@t{^)EOgm!vK?P}
zf=w0@vIW^*sew6IY!qcMV^L8q8929!ij<gn7E+H;Ff$lG(@8o0(DMQBUNNN)5flEg
zUd;+v*l4*@oc^TX+*Yy&WZ9u8gORA+&hBtrs9794su*^JVnf!Hj(mL7*zU#fV?wA=
zUoj<6J`txkbQ9Y9-5CAGGD3xfI8q&|M;x>PPYE$}fa(RCsnX&8R<TQEvt%*vVwxfV
znqeVJidklngY+Wx30hHU#YjLhmM^8>;&XU)*NP|wtd&`hcgs|(W=P|{&x8?oyS4lh
zMQ{!*qtyxfwoOb^ZE-k0b(_d6WZ&@T4TeNglMbWJM#p%b;7F^|8p`rcA0f@0w7w=!
z=1m_;AVa38Y$RC@9T8sx@*M1gJHZM-XqR=;A#aU60T-<Js-EOjmC|eUsjILX2*qh=
z6P5Ese8t|~2oaI^b{_5V3<I2|?k9p;(KU$NQ{Y;i?!+i)ocalf0(|GS;7IGXsxb&!
zktds#kNI&H9qD5bw%r!(dK_zX#yQg#QD!Ne-M}X!_AQ0*DtT+7PJs7)b!KQSTmgOi
zAB#N|D2HU$MS8a7n5RGI`3(Wyu|c|bMJ*WT`EBV{`6?J|!xs(lCK+gf8ROMe7814$
zx{3zTT<#gjxfRjY;IR6mQiRDWz9@u#D`Hg5!FxGtm<kqwOLG>e#(SY2R1gccF>0*o
z7s(`&Jx<Clj7b&;ffku64WO#UpOUSGBWc))KD;jFXYnC+b%QvPsA1r4RLb0&+?Uv)
zwcTk$!ZHPc-dkVX`68z~jbf_(aRWK^gGDA1WNoNfV+hD%JQX5EEhhR|grDTgblN=q
z$D8!|6bF^kDf;TM4|BTREH*RJvD^d5qi9>6IT3Nl8bcaHQO!_0$Q!{DJZnX4Y%%XK
zfi2=?3A{wk6-}SO$ly-#@b0J~2Bz};k}kiGbU`KlK;5hz#md#GUOG}-l_TGW7)2(2
zpa}>51rTW1o<QKU@8(?i#HAP<`dJewTN6+N;wj~NpOGwhS>h#J2+(ri(~$P}g=*>Q
zsP%M#yk&uAENP#+eU{qvY>G8OzN;{Mj%>kR`-H0xMa=ljmac_|FI%8SIX~zq1xjYA
z;8WpM=%U2zOMaMAVO2Xz>d2H)%A24RDd71ejaJZI7QeU{l)&EEpIbbPHTCGfKM(h7
zH1fayuly-z!X){a!j?OHx-}KX5i|XYt*{w)DP<-SMO~~z44ySPMjk*M2=i9Mt=g?-
zsUJ9xC{3n3`l8-6f+(AhS+3t=w>xkuZp2@#*!Z>M`lShFU|{`o?8^M})bel9z|8-u
znEAE4`?(?g^~C=X4Xn$6%lxay=bZ-DrNd?Veda6opY@-AwBo;X$iLIW%zslXQ>HXz
zfguFjcBd$3hyDSXiOW<noZ0(h(?@^fU06`BcMg!15J_4Os%Ow}-{Z2`Gzl+2rj!*I
zSKNMKUcRC@fx|__F?MIc&a1gTPhFB{I=)<E)m3FZMzZ5+k8DC5o)ULqes<Ptcs?y~
z|7ucxy#czfA~HeUtAe`X3n{txaCXWUX1NQ?r6`!Gdua7<uIFnlu0Q6p$iFRZml($=
z&F-EMGv*C7G$}eG^UR^IHKVNrE6gd()b0btlVkTLzMB_~^o`+>3Zx%e^XAlZ%ERIX
zck-GB;^*&W_JqD-7^j6^PCNCrGVXJ0EE61s%Q}aiVqIeM(CqMN;tpFhWgS40M~<_G
zzk$I`t0vSgPR{ATWmPw3WstU{NiU57>3fWKGSZNp7z(TNEm;UA+*>WFqA68~wA<~X
zPe%n*_h{s6oCF5S)~8QR)ZVAJD>o*{)y_I+=9#b;U+nk}bR~nb$RPvO89-Eqd@w~e
z94<5NW8_6L6p$f}LX^cfjuj5hhejeL<xvWXJrbeDsLP&)Y1NS>QometLMV`?;B`$V
z-<ES0L3&k`7n29&WRp<P9(v^SNs0E8J7q)wqbKR+4!7N_PNWc-J6ZERVTtQNp+@Sc
zO2U$CGOMu7?{lhe8;AbFUahEEAuz80QnFXPp``}kE$C+yz&zT5-h}}~=o<|xI~XQv
zEEpqd>&cIZ0%0X${K=dpUM`qu4)H7co{|g`k!R@j2kLxz!al)T@QE--1U&87MaK0(
zw)-nWPhTB~hyxs^`3_O!Ck*Jvu4w(El?qDLmL!T|=Y(ai39_e5D=EJfv^;9-MYX#^
zvy1~<$)#sTTX_zelk(uC7>#hZSzs8O{n%}#+4KX}V4%K>iqFZvjD|1Kb&K<rY%<@!
zf%Sf@N=srBpCtbX@B6c2E7M!F_$`Uc=33M)f+)wVbqQKR{TCefIm^21QoC9y8Oe5j
z$cc13XkHlo<b)G<W3>6l+S20go*UOO!;ac(%O?%(?9gKSiMH;fq@MZIW{zu5nbkIW
zpA_-pZugdkDvV0)^Il@>kF4y#YH0w>UWm;8^+gz_Ak@Ur9P;S9gk*i4Kd>g~XhDL#
zwo>?}f%Euf#Da3A@yT4!WPH}a$fgLOjV6a9Wi)OT$g0R*`Gu3PRdN8ifMxJ70m&`C
zPY?m-xR)(S_nK`Or|^oXvOC2{35UWCh@|3w`XRR&dc!#_q!#}eD4N7`oGI~~<r@DQ
zfw4e$9bcl#m*BE$DgP{<U&%sS>_^92<~`3akWxq<$&NZK{sIu~IGjsvk5oO;G>W<0
zkyJ!LZdbP2pUbcht#W2%@%Y^bNJ0^TG;z46t#=qce}AGOkf?hMj?LbYDWfSzyv01Y
z$@1l*sJt(V3z~QrBQA1-8G546#Fl_uUUel_=$G+dqNu%zzjF%?V;(!!kw99qLKI_J
zkwlnctNxqRjL{2$$m~&|i%gn>JRRE%Rb>jYQ9k<ChIDWdf`m=(=E@)x`HEGUu2J={
zf#<Z>5lGHtm{$C;0t+JQexJ5szg*3wg*=QT)Sw4|JVL;2OOK6Gh`1!J!ZyH$|BjEg
z>h?Y?D4VIM^}J~6=nkf?SthD3(fB@rNY?xBPbV{5sUyZj*B|?VhBjYCV7ivR|NW}y
zzkSs8(d%90<$~5dZA$5JyqHCngnijy=#D}_;U23rKnO!TXdYUEA)WChJ+RSFYQW+@
zfFg7lm*QA1h_kg+2}K%^_#XbloHtE$Wf1ZfM0L<1f=S(`YEhb>OSY*i*?5xd3kfy;
z$jemM7Y!tTPy}cB$_8Y!X#4PhXb8t*hzg>12}v9Q)j4iQLz+FCnRgRV`p#`zZfC<4
zuY8bDLTeXS#o*4K61tPf`c`zhdTU!d*LQ2<mc*%TuCu8|;w=pr7^^B$Q@1(!gr{=0
zH`GptH02XFx9y;YQCZUq5!@#iz1=r8LTshvatdq}LUp%CeaEM*3L0esd^p{c{;C_N
zHCCLJ+GWGefPTBj*8Tno(+jdaue<moqINSKCqM|c1CDQ&Rga6|BPNTYI4%>(_%P6}
z-mL?$xKqxs&gzvYptv*w2ar)D6H<mzC}q&BZ&171P0$GovM6kV>q!FBeV5F)(GiLn
z8b1a+K4wwgiFrMhCpNT0z#$kSa|3J3`d<&L?#3i6dkEpN!?`D5(`2)D?_${zQC?2z
zl1+##DH80y0nLLK%KuNM`PWkROTDFIW@Y$;X=eU;B>MLX`@ia`nEzEz#r(^O|5aiC
zFMNRiLDhd>QuC9Mg5_su^Ly22`I~~QvUfq&%CANWST+$}1>_riBt$Mo(qKdZuUw7Y
z$?HmoU8kCQX44TeWWHCukk<@%w^1o~{19Z<O8->QgB$Bcn9Dl1NVeDH`9THKrlVce
zrIDeLvgoTaxid=+o?T_uF8qXkMrEp$<w2Pcpe;@Y^SoG#+!uQ1CFFaPtL4P(XepK2
zNG5ZFl<K%)r5#AN2ji0704i2f*|_4_dy`s(Y8Sb+#C*LYg*c66$aB-)WF>xzd30rC
zbS$%;KCK5EN?&MM3uqo((%Y-y*TU*4!SRL5fFjDxBJ}~9&p8n4`!>z-F-Nog*3FR}
zBfH#j`YC8pZW3Lwar8$r_ws{!F~byh)(FT76lm>6`XI&=H5lFV_T<kHAr&$Y0jaN)
z9;x^u^94SPSo^5VCzwY?R-q7VGIhvc&RHcY>bEQtmz)8*w#KbHf(k@3X)Jy>*g+ZP
zz^ycGcSAKPOD`6U>!s;=Hjh&{uz)__<oK0$O3IhjvT!8?mG4Pw$`qEWi^=Qt3B>C)
zLdBjlKGloQ*P2@|^F5fkcbo)_?d*<xeY?2fX>!5uET*C_Be$JCIv_=b_|C_K!&ESm
zX#SZ>T$bQcoWk_EiMTdoIUgv*R2ex+#S1>4k7lVY4#m*q$XM%htl0;BqMRb!Bj}Jg
zsA#?!6=aas(go?#0j#8=JW8Z12#;mbBQyGn9X%89Mz)nv^7lSNJqXabTIJqB@b(MG
z+h^z{=(k*%oErUV=rWNtjxVO!pfTag_v7b*dP?ij&smdCnIEwtsKs6h+qp3s8p8OM
z4a}hjA~{p^0MgYN-KPS4NHe@;p13l+g&z=O<5r-(pb+8Bfkg7X^=QS02*kOa`OAF8
zHD-4t4$OH=B(X32XD%O7#rLV=P>-BdF3GVX6J<!E8_3SmO9eDYrGZGmz-@~{RlmMI
z!_ot#-VC~Ce4qi`WPm@wk{RWQ)mLzM*+-&l``Y?B%1WBj=zK~MHn>Z9d5ZnWXKz@Y
zIHGpOb-fM!<mhlhc8Pr<=qc45{tyH$6_XmI8z*9o3k9r;tJ@1#lH303klVw4_LH5~
zS>9MMb?0EKbApUTIA<OvU)CwbbMMF{Uux4L!6%%o54@AQ9}FNvz(pDXW%ziXslak#
zhauv0A;>*lgz`i+X11PstR@Aohv&eDpygQULI}NjA9KUtpOTo_JUGT@y1mg<rX}dx
zzb}w5jt*(fR-SdS1T%Hl@$mbdyy%sV)Q{V^=7sKjfrC*rZ+-k_Q$t&Rr;_KCd1+K9
zAMx%CKGG+!!3=0~HP16?U$7R_0>ZBXPykj^7}sWN3a)qM%ypV}T7$7bTIS>(hJZ?;
zq@Zidg<M0tz(ZQYd@LBZlUPh_huBBJb~W?3Ln>Hy43?~AJUC~zym!Lz3p0T(@OBMs
z`;j@Wcga7zA+OYingln;+z(y)t2;g)$u`AE4AT)nm_K8E4AgFb=ITs^s?rK-;)Vny
z32EasR=5>Z>|1muzoXF<igTY8*dn7ZzW$&;HEThLQ^HYh577hH9Gd9`godt4$g!|U
zJ<MgSv?Fe-FO=S+Eucs|!#e8Tw~(iLO%U)Y7KhC)%z6Rh{x~GI;=cH%rTsBb1zh!;
z-tbq!;jhueniu?DC`c17Y6$|vikufNDf|z?5v}#x1bgJKtEcqCaVd<dsjpV!&*m&o
z!j38|2N3lQ&+AUYaYKz?I|Vu%<wl|yIB}c&&n3ioT1B><G}VjGziOSOm6rH~T(#`c
zx-GXSidk4T;8dsFI2<ycTh7ObH?(b-@2~l;D^xJA9p`(zz08y^s>mznrSv->t$Y&q
zWZyeMZ(QB1msUCL2w=1tq<U;c*t-lz$=ax?BNmJ;sROa>CmoWDgvwWotKRY)DIJn0
zlPwn&a#@Y?38R%^sNkTI#!e85E}VwDVN_!tgCl=K{}B~zu4RWE?+eXowJDNgG<X}+
zo9gtva1+)K@utv_6GXrJib|Zfmk<6{;}fuWo~SB+Oq}0b(4C57uG_p{4#2u_u=<w5
zrmRLH@L?hgBX^9o!pMb|QQaF~<^9p8flucy%+HlQQFIBRJ6$PyaCev$RQDx5YnF#A
zK*Ho#tC)Q70`C3gy|TLA*JNRaxVPzxWK`E@)^C70Q#PR{7j>`)E^3rdG>L_N*N&-l
z!ECSJh$&T?J=*Zj71W{nPdorK_H|AEXNCW@Z2eZ@ng3DY|6>Ig%fBkPel3wdx9-25
z`2Stu|J;fB)BO1TkqMXOH>%;EtNPEl=8vlWH>F;23L`cv3Q%hs6`j$kLB`y@3-#j2
zXJRPhq%#6B0=Y8!=uuTf#YH@|Z?db9n32(`;anO@jVKjgQ-L<4&W@sFUQ3q!mz(py
z2z5*eH}K#vEMt>FdJLTAjZ<Uh_Oe8jZgZ{Pdn^@`e{H}zEMVG;OTBtawG3u2Gv=B+
zbvbP-cf95h*w7(g&doYJPmGK9&Zf?193p#v`ArXx+O;ywt?RTV>r!RiLe?SU(Hv-M
zA)CNcBKOoIic5pTUF^cFfw4?^alGj3&cfMlWo(aEaH_oAa!74-OPf*f?(J+yYMOF!
zZan($4jHNO4epd2r=e%xSn=bcK?C(M<ap{`i)Ox=+;mMBb@FH#eHHT84wVO)vg2Gk
znbOr@`-U&T_0M~IJrOfoknPTnv$BORS(gcmB576tesJ!@si}gtcTUHRPUbQ)*S;qd
zl54C<UE{O)?LNRjc$!4!o+|M&*H}x~x+v*ZB_jB7&>B<DP<!4IycVB8Zlq_`ul;S!
zzv1%l3oBQiy@nNi>Y(1(sM*LCQwa7D<S|x2c<x#8L~OtG>7^>S0&?~|#d8?tlqAdJ
z&3qzK_we-^_HgO(MCex83jn1Km#cdMjXGby{Q7lbP!BDJZZ%eZIvz?SKMm+KnLMTk
zKriNlb252c3vap~;^0iIeWSfj5quEQ=b$~xAfjiG<uP}x7+8%ZNnvH3N<<^W=H#-y
zfm&51<Rn$$ifr{58%-!I_*~nmW)?S~#QSBRwdW$#voIkH0#EBM0aaY!bg?1MFso06
z-Fn?H(pC&nE|RgH42$D~14FjF37;;N0eQmHPdLFP!1V6D5jr0|P>-{5=<SI2B?!7U
z00G&3*KaqowqAPE#vi+6#l(~KCOSE3VzSK?4QKMmoT@Lfyyc02DQwwL!FCNqI+GP`
zC?b7o@6y`&Nb6=h*%Q#6;1j>-sQWiPXeYM#5z+>f_t!pu78?r)il=({nAn2i5T8Go
zkS3t$b*C0C;Nvha1dZC0&jHXxibn1L-UW&&h9C)ibY1BOZKXxo*$4K6U|4HV%RP|6
z-*bSI*3O$;%$m;TDgkMrv5C-!(Fj%3{+llR>P5|mugFTibcwqQ_-nyd_T2J97_;~I
zlTWBw1s(%~_2aZRBk`}>^4Vn0TumxOpPgyrzf{AdO<DP{<8o0<2HZK~=;}GJ=^V3v
zJuWUCZ&X}}!vtYWK?D&P%NfS_K|OGaEn{@YH$L%;qX#-KK2lAq%o$>pfy}C+d~AZ=
zKOA)ii?c_3I?-TgRrTI^Ezr2QMCaM13ebz4*YBp&(4d_GBvgS&jKD`i>C731k82Cn
zCO~9A8v|f6bfAc1)C`1?nHh_cvNes_BM1S-UX@@CY-Ec(4DALPkurVZE6Qp5cb8s-
z3wVrb&W?TPd2gSnRqJQs{q-`<nxHyk+bZPIZvlo`*EuK_C1N;h%aP4gy{$%v$!7x@
zwXlf(_^tO%NV@J9^Tl0dV(>mC`U^4kUJMsh*P#P<Z-DkXFEf9U*#BTA>FAjLl;*Ph
z$08w?e-#O_{N|SVhZW}66aTBk{vTLjSbnZdzvpPyU%Iisv6whb>8tH8o!5?{mQ6M>
zo%j#%+eEQ~2vt>m8zYxWId)O}se1mr80(jfC%{GZ&$9&90}RM0z1)=%mMCtM9Y>&P
zTNM^%7Ab<394``gkB?*HhkFtjZw;yvcdIV_oHO;scIwLNj3(X5dG%Cb#wMrfW(u`z
z>C2_n%rs2=`{pXfstNa+C}qs^WF2!0Jg1?Ll|Adj@qT3JoO5A@w$WnpE6u16W!kTu
z+;PXF&0+RzWu+zM7*&8mM3B_?{9PpD>PZZnfaBH?if5n>NKG0R*C$Qm)&>pXnvH|8
zbyPQQITZ)C2NMrvud*bL4Dz)_b3+Me%z1ti&1mBZCwd$+imzM#$n&P+lC9N^J6um)
z9Wq0z8gREaVsCi|9mhBaU<&Jp^PPG6YsU~CT@)5o5Fr@QS4lD_ym-vv+E|NzD!}OJ
zj+Q|&q}zn@rbrYTrrU%f7-<A2p@TQEgBPiv%jC5C+j3=D+fJ(&&Jj)g?r{P{{iM(!
zklaV$vrKFTbG7#1OEWl}kg~+s!+Uuc%-!xQv)yXX*jPCr=5bR%eMin8cstfAkLxKR
zCY*Am$P(NPr^&z8P=0x(wAZr__nm+MQiU-S3a21cx!kwdfLW<v;Ce%Z-zvRUGEgmW
zP6`o2igvsPO&J$Dd&~C;1HAyS-o}NvvA)C=u#oNaBhACz#4Xo}-mrX}NRY6`oX9Sp
zA*UG^ij%zXi>P`*4HhP9t>%UE)8V(*Xo3<Zl4H$+oCgGxxImDup!d`a!X)$Z%)hjX
zXVKTE)*U<~!07Bft_FxSsJoL2yUwpf+|5E^32Axx;n3nv_Xtk=5z@0!z^|a#jA3TJ
zpeh8DbXjFbiv!VbM({$*oQGfZK2nM=px653%~3d4W33+VP6AV=L&-n1-Q6vBb)Kf~
zYq*DF&#ms;*0)Rd+iSaJ;L77{NU(OvMsCaH*<EDyVlxS)8&QIU#%}6bm<1Vi!yj3o
z?MvChD-c$|!uf)G$mUAdxFoTl3aX4-X#u-|mz^dd(;f1?Xr!Gio6>S{BxJ<G$RgO$
zejnUat%5NvtEDKQNAziq5T9BlmQ+!ZhS;Eoc3;5)-ENfwoZDUL0g85+cIZ%!4Fz#|
zsmLh+xdWO{qYBMa>e;t!aC|`%KS3!H6w}-z>9Q)mloY|PgVjl>PnM^KR~@ALEz@;n
z*X;M_E5~HDi>4-;q)eSB*SL$-)Jzj32`J?27j8)tyV6|_7N1NwlN>u+Hik9D)5|K3
zJF`Cwr+#&(N^IH)RJv7MC3E}wQSmV2CHf9Zork;H4xCiGR>FTy-w?;qH&VixPK0DZ
zt<d8pLpehUL57bAsAH=wm0-p`|A9+OB$^HifLrqUXoKYW`1y=ZVtWfn6EDLD6m+U5
z3ifUUL%AvADBEUde?c3`940zj=hEPoemE5Z=#v}Skz_9*Y_ejQeG&E4rksZ}S)WKe
zO{N<?cpP*&sQk&}3u#<5mN;No3LHA^ywd2Zg>7hSSXp=W0DTsxJ99nMIj6f|tk62h
z0xStNE{!apvjCEHw9aRZsNE<<(ume5OiP<dz#?pCeHvwoTR>+530zBlE*R&MBid3c
z+oUJwxr4sSJ)J`~4@<AuPspqV^%(2);*xQ~^z_L*--)E1gZ6CX#bs?H;KZi_Z^QUG
zP0rzD_6Gy<FM6`=3(_~wcXnoG5_vX&+ZwSG^Uc+m1wRP=5a7nX&2zMI0F-jxoN=wl
z)XqAQE9%;lc3PCI#&sg1*ggyUXqf-Wg6aFJgi9_hPEz%u9{9FczS=~Y+jkfPy@aMb
z@s#Fb7>jgqdEdUscCjWMS@F04$1FWTazxdo{!}qPdVP7X7}8ZkAd;^Tef@~HDySkd
zL9&HXX0-_rZo77U%r-i>!G#A%DP<97${v_^;e{Ah+SZ3e+jocKjRQLSTf8G$JJgJ4
zkb{f$uImKfzcqYU+7EYuJo)^=W+TIR7Ru(w9AgxUE8I=c$_h7F=yIW2Fk1u4w4TyK
zI$tLlv|~l1p4{aK6~m7IiNg=&+g9qAV3^4e^C-Zqlc=z%UIJ)E87_3=-DTEx-xY6C
zg$Whw?5|Xpqq{2xx1>Za-3u=UQ|3$3LU^p)5DJH}W-*Cj0X?xw+K~P}(cBUOpYSrm
zfJXJiy5;(XB34hRv)Iw7&ijLmhB733b@)=#JK}k_9a(9h=8k`y2v12VGB!Rg50Ut-
z+^mglo`obtzVu$pY%^oNBiQ}G6E}AWfxEPTQIFe!wCZxJh<-ggy*5$q+l|^6)-rP0
z+<S>5;)+2BB<?DJ`W)~giz#h%+xw=<A*o9XI!|U<Y!_?uyK{j0PPhE$+U+Cu?NaNp
zJDb3m_b`_o_Nf<s_kqNMo(fBp`VbQ?wMcs!X9*t|d3AAQr2{XUCt=ASI^J2&&Q)%R
zDhhUCdV@OZQY#q`r|O^#RN$UG-}`y%-D^4P9;wq=fMU>EufkBQGoL=c)_=>sdb`D8
ztAI23p9tjFy8LTv$;$etOqu0pqW5o+$E?2-tACn<e#HPkx0b)2_+KHA|AIXJM-%za
zz2#rJh**EdU4Ouq-+<J=brHoWja0w8h~8z&i)oxOr155L&0;Czxib<ZMI7pc>b>P^
z1$9^hiV`kw?YLe*lhKyR92$eT7x>lyk<W*k4-xJX9nGfS78qYwpEh2mc%IJ6f243|
z_HL{hjMjt!*-A3t1Q8iIp>qqUPjED_-5*eB&T~p^L>m-0Q$HVXW|S%LotT_#+?z37
zNgg;K)u{7aT|^|D!*)=+l3cs&x3u0YxsNtJ0AM|hY&o%9dEC!My!HjhD=@cH>^s+$
za%esbPi@z8DqU=L(TM86nM}+^AKZ=>&4wT0kF!VV4Tt0=!i&65@EEb&L{!yzD?(zA
zgQzL$u0pz<`rdD<>Yh4cIYsR9lxRWJ1!mG`{4X1O(fBi?A`&{X{fn%@V-wX^wH<w{
zh8gR+84(^sP&xvbbPhsLP^cFSD2D#(5lvT=op>i?GMs+kgJyKJM&Iwumi1pMQq(;<
z?-9EB6CAmHdJP*JPqaZ~xqO*9ux*xRGo8_-kk$}pxOJ`i=niACtkLGZ!6yscb6V=>
zJYF)gIdHt{%$HkBNO#GURvfx~=$=Id2J6g+Y~gIck?<CnYuR$cyC8zQ-Uq1g{&(p_
zSuEaj*C3U|E?}kLNL|IP+hvbJLGeGLWx;P)E2)tcrEV<MZh^MTUEKu1Kzj9Rz6i$|
z=VZoa851J#!}(80fyke9Xg6&X<~5*gJ_;bVrST!FY}L59NN)nsYpIu<bTSzrRyL1j
z@%R|?*s57}L2G^kfqX$8tvsvIK0W~*GFyWe=DV`2(3JSmW_BqsM+MaWr68!Uv22)?
zloUx+N(G6slawh~y4lP*z6!+T{KLFfFj1I}h>?z)557is!*Q1PIehR1v_?I6aLp7U
zSwID05o(Kdid!M-g50JM*xiyTB#1zI2sy72u&pCoX$KaHK%dtopkZmJet`QT*+Opf
zT`=jOcx3@CFsK?3s#I9Rbf4>(q!l3*0is3%5j7u$Q`QUlQ+ntEH1%iF^8{*Xmd`?r
zj`qDSOM9hnJOtlj#qR{)I){#;=@8=4Kao*m%e1$DZMcEf`mwIW;A%%%1m@?SYKC(@
zALiEo!R}_KGg6F|JXJ#bVx*O!LBbHpdz(*NPe6Et%)3Cwu3EQa^W&^m23`3c<hb-h
z4`!_luQD1ES*4fZB43UF3kjmh&Ax(&AAU*P&f|hzNNZ8aWAQ7K`iM_fHfx@afN`_`
zfezBwLZ!ZB3*%@FvM4=S3Btb0YsWdnlMI=vS0b0f4vamW7uj{Cw^;a;Z5U|*d=bN7
z)d1-x;!v0z^C^kq4H_^2;HRT#SY~n?>YAB3I&gR$_S2r^^4SJ?&#kR$tB^+aLo{AG
zAi{5KYm<a^n~T<;!?rm^)g4?+fDs7>kM2W&v9vWI6+QTY8uGf7-SA$H(mFkoV+R07
zH9f7>_XT8oIgskCQC6H}-(O7C3DDPBXqv7|i{3|Dj)ISd?g%7G*cU5IP86M;pl#+d
zGEe04Ayk~A2lbb`$#UtbMHw9{+@Sr;i(y&v@Ufrfb<as=fJ;1wvAcFc!#zR?*9roi
zO8g)xq=8Hxv^P}xw1yx*7RAI1v$LC81J;Yc#nhGltUg&MVFy47P79B9i)T<|Q|H0N
zF%RK;amo3Vv$;CViH0U46{U3a>E1HTLSaYG>Xvqzg4XrnXF;VIb7$9p`(xw{=DZye
z_;&vQ5_r|Fp7EO=!DXjq8#RE}*0GZOFhx-=8<swAP_&m!)}7$!1J)hi;KPXHW;q*b
z#IN1&@`=7C2=UaCpt$%{Ij*9xNb9U9PsLV0k1CZ!y-mhr>89l|V;*9RHxF?VM6<8L
ztwFTKsoWy(zcd}%C)5yf&FPfjRzF-guP@@3jFEM1?U|RFo|<5)$Rj-vwa|A38k3gp
zSWzAUby)o*%Is4`sH2AC020zADeUJeE)t^W4)&@)w4l;t;Hd364w?W^5~SXrW^$u5
zmEiO7CueCh%*A9ss$?geITXK(JNyB}o%>X8BQhn$@uCPbiDq{^>l3@bvwf-rTi^jB
zO#_A1HGe+X#b)J(1446IM(zFvyKHsyAptu$&n6)MBTDIDIntI0Sv<?i7IyQE62a=$
ztv}mh&YTg5m=<tP^ST#=veODfXZx%^S7WrsV@bzxh1JJ3=vrc_4(JpUqt|1bHTkhz
zlgv-oN-QAV7-FrM%2SJ-Nb4}J-{(Qho&Xgxfm5`GAU`#0Xl%rmtJoeQT;RRi9dlgy
zkm{i<v@mPmZ>Fpg$v$!2Zh8dyV#0{h((c^IdTwWN#K#??Wk9TBr1eg8;!M*pFYP<%
zH2Xbu%F~S3IS&ndtgyd;4u4RwbS%t&k{7JMaLj*{`M-b;tiQ|0{;|h{^>_C6Pw4P#
z9sVci@CQrsUpt)s1M-6PXYBI_3i#dX^zZg~yptEdzvS;n<A?3BGZUQE)#Tg&<T1QJ
zPy9mH%02mAIT<sq>3hri!?&XWwDCv^WecoB+)qPj<2LQi7whc}clDhWr)j4x<L}O-
zlC{MIONYF)b2E{SwP&XZZ(@j$I9Ia^c<N`(C8lzwtGaJoHS!}@_Z5}X^|FSBrcXA^
zS2Bi>Pbp*T5@u0~%q<XaPYBDCk6#iyFo<s*Ii8kYS$&S>4WFt9Q<_iBeQ;tmf9UnZ
zm~xa=`jOS>6z|s|oy(aF*|BXy$!$Ujm5I6h7zP=~H8!VE(=W0Kl40vDnw=IKX=E`f
zNzH9J%S#iby2vxMY=>frcx%38*=TA7cho#ud#kP7Qm}5Rl)5E~1WjjIawC(y?0{4S
z(O#pmXH5_<32MVF!J5Z_yOF2FL;-~(uBK+tMig1d&^JgtcWxP?CZQ(_bzP!CSSX&Q
zslHPHdD0$fP873;6W0(k+c;<&<Da}3dnS;HWr7N=ro{WUyjwTcepy#cO=2=!<=CS(
zr^>kquFKuDoMLrq6Xc4;=@ilUV}2xpv#0Cu8_;YgL#UI#t!z4BDVe~%L-{t-WvDN{
zTgxXDAZvd%ApIoSaGh~sx`IKXi9j1@&M&#2KXDRd#Um%5tY?-TgH8zFelGHLS!JLc
z$km-V9Nr$J5xaFz8oa@t9d+gNMHdYX@I#FnZ`O-K5%4Nx3E=RzT3W6?v~|nrQIpHn
z1|4fZwa_@dU0E3`2uk}V*vY`HfHSZ>b6y-w?AUhYj^hVXafb`1{Mvp(ox%K#3nIO|
z$SImeos`*5_7XjXLJF+Z>~J|R^)p=oW?yQQjzm;1tcV04e>SEJTk6)tHEdKHpX$_v
zQy{-Y2ZPLnk8oI~DXVqg=EK<_0TMFac3&(q9-|qH;`U0jrZ@kG0%^fjY~U#9&vIvG
z4oaFZD{H;{-=)Xhue>JZ7hx>NGxLr(>6eKuO<U@{Os>l5#8VOkungEc)&W8nzwR`d
z=L0CnO75uj=uU*m$C*BBWV=ygT!|wzG4`)tt7#ZwaW#nCr1czD6dADXfCi<^b&Z*<
zMElgWCBvm3oWR&rtw5W6x(q7Vjh9wYu4|%j8SEV6Px{dyH6xs>Bt}Ud5q(L1&{Iaa
z)*Z}A1UvyiGjO)7=W`ZamuDuZgl-$esScn5hBe5R%5SHCL-Hw;Da~aO{H+cQTR}Ll
z75eFc7H)3dgA?o6jZ(+-1_`(LqfGen;^zD#dI=O2dU#Y{$;XUzR_8+^h|))TOV^n0
zDw=Fz9!#HLMR3{PWD{`Vq;o&H4ZmIMkA+(^m1&8FUd2?G&4iY+S!CIZiITXYVa+N*
z(itF2Z;W|BsE>kXN5%9sDon&`ofFq!SQ_@&F>#DizHAVn-KWs#yC5OW(|h9qu=_y5
zYD*8c%G41;%yIUXa$Ea!M<rg}oE%b(#qPbuA#({OFAU}?1o3f5-^zv&bNXE_z;m*{
z>!M)p<E^ch>yx9q#eR&$Z!u0=$oer8Uzl>sDdH?cHaxaAdyzabMw~^;;@F;ev;Dy^
z^MfI4aCI~G=nZcyzcN=;NU%^Ih(w&IvihArgEEiBCcFe`oYchdaXFt2+t4wOS?)A4
z2|W6OxUqAE`bbF>C|588gn#=d(9kc8*M26DY6Gzcn9HJk>|tcz1Ysafd~-U-bfYP-
zXYJWsxGr$dk<=lZx)_W(!-HGLvnGKpE^+4-xejx8p-x{O<W5E$j9F#|oowrbYHYYE
zLAs2~fp5v>hF)#qv$pxGBst#K@)#qlWA^In7|9LD&_t_o7)i8_a?|HTd0|0gLK)YD
zIG$6lgP09=SW4+CJE+t=of8^elg@GQ32J7R^EMzyO`%}LlYP9LTv4&+lNI)E#L(WW
zN<fpELSc%<q!Z5(<_YCP;%lHWn#;kpx{M@pcRZTQ8H3aOdhz3E$I8!pj}teyNhG)e
zRaUm>4H^ss5YFY1&m0D8k}u`^?6q!)E#;@e%Ii;XW1*cZ**%94ABmi599F3;GKk4y
z$pp4)1Z)LN5kDdXf3Q@&s~yH_kXp4qksc)j4G<I~lHQbuI9K>2S}k|h_<o||40^fP
z-KZeC?XVHySlO$g0`5$ZtD%cy)0)HYak0aAlghWJob$(~I6s!^{@Lxa*f((b^Zmw@
zV9Br5+hdY&Yb;829#=^;dyM=Da>If+z1M>sA0}9$@Q?Ud{gAh|vikL0IcLFUHuyx{
z23@S5&+NWUf`YnL)8@;!9fzAvqvZR&q4HRJpfbDKrCYV`BEyge-Y}9x2vUhs^{!lm
z@T$sl4rRgy<Apv>FyOMd!hj)m_Q49O3vDOLlJ3XmB+8QYq~ZtRQ6k=c=#~!WVUU5+
zUTV3u1PBsL4|d(k2fyJ2bDR^|v+@pv9AbCWiSg^cPU$2X#l8M0JlLJHXwbS1?FIT+
z8JQXI<jX)>>-(AQa~&IZ%HGTgX_pWNA7!U=0l@4Ir2@~Fd6<(e;>KJ|R~u=k=wRvV
zmky-zj|6`KNB)>P(6Q0}xi*;fXLI!5f+K9d4=VlvM}E`A{bQE$>xn-g&VOaN{t1r!
zyyoQ3iT7WV74M%i<FfrmwEWXdob4A(^~V?b9kQ_fs+#}zD}&1v{(Kh?_YiNHm8Q*i
z?+*erz#p$+uQyp8Qs)&AzLF-t?+dmgr8b~kQI`R$6b@$Sx!WI`g!uu7?YW(k25boR
zJ^lx{N~6;noswOre}O9InKHD0s<%8uZ8a_w8*N^leKcK8R|F+e_|BlTK2?GzbyEqF
z64iwwB<SelCPkyu0-epumWF<wR`;fGO4q2Xj;Jct?QJ~Kla~A89FD1c|E07nWtliP
z(C09cAE~&EIpV&^%6LI>JU#}Y5<(Q2eBfcJJ_f16x4^aCCq_)Xkbyw8l}}`~3`e&a
zg$K8QS7!kXZ#oLbe8{R!a{vQ&kM?c^0*UJRnM>UQGfqW}6ph};V~7ZSS;+&AJjnzW
z&#$Np=Lxd+P-Cu6E19K@fCID-G8|I(zRwQ=NXQMiPU%tNiCMv|UBrn8OYEc41h1yG
zp*2QmU(AKkoPeh2U6wx#JZdeS(~h`<jBu(Vbltk@j+(K(ui3(K*k3}AbBT6FP8w*4
zO?UQl<3DrWf9*ju0BRa}JwOaCp^{VIMa%cPW7NEjq_5S;-=fwpdr6LOFUVU{zvPZ6
zFK00(;yCQsv*H6;c#yrEA)c7RDOzr)W`d=#+ECL0-f#DXMe57Pr}OO{@1C6`Zj1_+
zwvp?E{U~NCN=9xE$V|HAjkuUuC<q_sz!^jC35RIM)Rc60^?KpXmh}0GC=k&UK+-c!
zj1-gXh}8DcY0I~fP{?+)p(nDtV9M=5E<qsj4Sf1Yg=0X{%U5LK{A_vUK#QN4vmtjk
z9z1~S4YdJiIib+E_voG+{~hqIj0deF%Bso*P9}=^G>9IGr{=E5BCW==uQ_JOwt19t
zmgYrWj+5b5+lo5(XNL>3Qj=S19V88hP(3AH`Wr>1BA&KhKFcEwpIGuC4|9OP6Z15u
zjI`9hu^b6R3JoWVC}Wtk!g4l%8VwBBIK4e}@TG>o4nJ$SEV}<lqI(|6G!;y%<nzSK
z30cf6LGfGl0E{>Oko`Z?$FBkNOAxUz|Cv45{^Mqb?RUQL&+PGQZ2sKL{CeV#VEwPM
z$A7_t{?{T}wx9FoAF1WHg!pec(Y!xLxtqe{y-+yWy!-L(2Ft4K!`GA7S~YUJa=H3R
zHYXiR5^s{oN^X#WwG0kAIKlueA>Z7dGA(X6zLnTMYBq#fgiQ@-yyXkMJU+F2c64mE
zdUIS$H8^3m5hrQj*CA3{6q=eZQM31Xwa6J^I-jY@jmfw8+J<(0GS)A;W_EMV&W0(g
zUQVAAlOm_Nt1P1Wt#}O*OFh<Ep-AtN1LpMsyEeXe>P+?}VEsAUV>MDBZ^}H%@Wy2A
zIQexbpUQIHLKeE2JjhqkWugR$;d_#d0*3~Q+cDdVNkuBAN8CYd+`)A;h<bDYWYmd5
z<QK=n`p7v6MS;v4M~H$JStG2xQU|@GvSd(xTi#2`3ENAz0!SQmmvRNfWP5poIv9zu
zuB^#b%*UPUAFqv)bNdJ_4rpdH9MMXp%Vz3{HpB_@h;{;e3*4bS`o$rs`0fWRR<v-a
zYD)UL3p;ao{)vw~vU^75US8q7O=(3Lkci1}I{CO43pnngNIhT$n;o9teOkxlfsTMQ
z^4$kz?EU-SWyh+rxjKx@;(aO9?bS9$X35bLl=*VCHi;%;7`8fnsg1)~($wpwBWQ$d
zjDj}cVfb^lj~tXF#?-YMs`HW$9DegMAm1?2QTDWhQ2RGs@)|j5Wz3xKomo3K)S&I?
z@rHL8Bj#su)^nSQ^eOvMu~e4_(G@i?nZvb?8!utWEO-GfVk3c!8<ph%^l6G$(_IP*
zTdwdr&vF2g=TvZ?MFG}#(1i<%7j~7iVidbrA?^C+Vr;#lXi(hoQ2Ntl4C6Ie)>W+}
zCP75MXU5s9y6I~rz2@5y_sCD*>8eF!$TFgS7+XfklA_F{IP>Uzn1m~i#7-S=(YQ>r
z>P-iwOW&@hIK~?lgbqZHkf>e+Ga(mOHk4m0H$$gjjLXkP)@Na(tK9A-Rps7^g`kkw
zu{o7!!eVmoI~6X!Onudn(3R;O*<<WCsW3waWs}fv_sO+E_ld9T8#bk=mCwRwqY>4W
zMKvbE3$_&Mh2u+h*mm~)AO!b$BEkrsx7vGtd-^8wOQ1byHr)4+l6?2n!m_$tlS=?)
z9C%#b!v<D_sOSRPKrfMEz^q0_IlmaQEx%s>PgSEZJbYa1mBt$6Vy1;{{q3L3TQ)S_
zuJ$hpvKH;l^@UnVh`kF<7Z^>Zt`)|5{Z&GPA>L;Oh4&!q+0<Wewo9n$a)OG?A{*&O
z&D<!Mm+5Ycib$%fl%j+}T(}T0%$_6ZKg_nyANQiLpmV-TGS#sjlacy$4w4$^f(jTS
zP5=PRmhjGsYyt8FmR<#~&b>YeYl}rCF(tuAAoiC!&*(RlsySfDUL}>0lB+bS=!rS^
zA1S8KXzrOrseKoMh}t!YDh;fkdcR4*a*83o^QI$@7s7DX)536N8VVs|RhVRic{y-D
zuruSOQn8cpULr}kh~ROFNWf5isf!H*AM(xxXGzQpqTmThfe^zzy!53XCv)ZT8(=_D
z=|#Xp9?|*zKBLsJuRO_l^ZB`KJP1Qo!sI4VHQu>@@)S#oS9uE1x!ApD3UmkHNVlPl
zrmnXmy_3F6Mc?-an^7?Q;+sbB%}pM@o8aQxyR7LbH%58DWHVn-M3Y0Y$-y>E5`^pt
zUj@ojU?dT@c?Sg|JTPiY#sL?#J>k{nLpeX13!9~lUNjQ``eu*?NR%&gdP3#azP?WE
zg&llBCwJs$<l7;EgBnF1a22iLtn=R1vQ~T8BM%a*8TOHEOIe=$3zB1~a=`5jPrVEH
zm()$wX$IGv9(mbJXg_y63*w5x;&FwM*1+J8&(oG$NikrFpvput+@C&wtS<+(=pJAk
zk2in7z-N>BmYE@PxY9E*E6TkNm^!(f>6Hkd6i(}7fcwJ=^GjB>Yt01e1>imJMMXjD
zos@JvT1(cqY)mb(?fSQ8ki<MSh(2R597>vQetqORV%!K(qLsj9aNx`>q*SM1H~%k7
z&Btx&!v<yI8V{Y|w5(4G&Ua{#VsQ3<QA_{e(CC={v2l>?XBO}8LGj;dw|^AV-*iqt
zLGeE@|NjLu`1?@sUltDj3CjNoa?{cN#ZDtS+P}HfC{DgBJe3xz?R_1AZ;xIK08o>~
z95(q)C432XF?KVhoeCgF&uDRSM@7{RZ-7N!FpzW5i`cW7tv4vESC`>A#SeXOS;!1+
z-xfzh$T2iZu7myg{2XW?C!5bPN!lzOsbpqF$$)33R<7#<4Gdb}s_vv<tP~d*OxL<l
zgu`Vas27L`X~@2ZIyBDZ^Fneiv*j?vsdbMtwc_+SFypOo`&CGJ_}($C55{elO$mep
zLc0Bsz_LWHEdm+DOs4ftmmdGbr7CErW%j`61Tssp4W8v~$lt|43%yC(!+Z%3j~$xT
z8g>Yfq;B?Q^iYH@he}z{t}`WlwhXt^dl46`{R$I!38NweHz*|9Ei(0W(@!+tcJK*U
z&)P^I4e>fx3pO&&XV>OisuWs0n2f-H7qX;ZeHe3E`&1P<#VKU#j><ssuu+UXVlTTw
zoGz%0uAgvN@wJ;MTUel7Xx5_ahr7=7?yv0SPSOK@hV#~b!UIMlbbbNF7WyHMYFTeH
zbOR3A{VH;;9l^X4xk;kSXR1=?O#4rk-rPaTu|kQ>h^^(btHslHRZmV{B=fwNkeWu|
zA|qXRaKR+mo`h~#^|vx2WBzych#k`0CY?u~vVhUzdAoVz5E&D3*||F<-510M8n6fL
zm2UkmG=Vqc6ztGU$Wn!L;C<<kI+EJkqHwb%O)|*Xm@*W-arpIHraO1q0~KZrB?^J$
z`V8J1$M@4~cCGI_E65JX9#E!q3LL5uEv|j|?VKg%N}v1fpRor8M67vR#lEw=;R#~s
zRyJcOLDRHU*eM$@b}OKeJNa($?CmW|Xy4BAAiW^e!_|}7=$A8C-d?@05~mg?A}~W!
zI-LyviXie~ul$Yr46r0cC|j>AF5Wah@o9&M+Ryzt=N88u2)!lc?SIDhZ<qWR0L#q!
zC+kl~`?J~VZv{6U?Y|nye~YP~vGQ+c{#Ri6r&jxqNdA`q|4S_Z9qk{(jh{T@bhN*Z
zD*oLZpiF+`mlxc&UQr;w+sAT#;K}GkKnH(lLz0jDGWDfo*c!4!hb+L&=&hiqK%Ik5
zDw7u0dMGVzkJ|B4IO8yi)xBTYMqTJB>dg2HOG8YiHa?vDjMZ@s81K-KiMXJu3>Jsi
zWq-3m;CQ5_a(Qa+u(f%a88}{^DWmetc7=4f@69e`^8+pTEp3<LiURnYwth3f)q7c*
zF9cc-4vqLRQ^;M`N0(qYrq*vq1ggfQZ<R$1#dNW^&Fv+GI6zbJA{0Dd$5?u#E(z~=
z`*fepAAK?})sdgles}X7<=U@!t=*v7oV~c7N&QMt$F$V?3+3%%RI9YynDGJIxAW=>
zNAUKN<aU|2sJ8Pd_@yWWQZ-Xd<LB+Qm;CS)Q<+PxvTVOkPMzf4IeiMXq0Gl8k_hz5
z;7Nt>)k@$=_+=v7=0QLq4Wg-$HdXPty<IHU2857JC>xu~r9{ooCSUkXz}n4EFm%Lo
zl+A)DsUAWle3NA!v+Jt{cb;4F$C=`bk9rN2+)I>s&9SGa5-+Z*DW@zxx2PLAT5W_?
zjTv2Dt#M0Nk?W!`0k@~laO14*rxlE0;(u&7aC>GrXiaJ$t8$C=N{OBe-Q9`P?ARpk
zR$@9}1>*JIX+th&3m`+H5NguciRhi39pzDifSHe2)+Dzf=OvBXmx@3(u8)Mx^1&V~
zpA*(bUo7D|fIh&SVU7%&F)EUm!nYtK4U<cJzW*TS1X$X<eA;j*YBV4({!)=hAc!Wy
zTNm3e+7J$DNIk|w;p?3uXl<cMn0tH*H<agE{Z;3xn+v%As}<*MjVpbiq<~`2JWu+;
zo1MsMC&&ed?v;#U8=KmtzPA2DM%cnAZt3L561g2l!DprZ(rRl4urF2KsLFGG3}A|$
zLXg?Wy@TYV=`abAL!yKHagj?p?>{^++6bivB~>(~^#{W$?@*+TI+Su9qVesJ-0<z^
zm{7EwasKb^#3$kQ`$eOA>7ASdlKRX$p9G(Am6S&z*h>cPYLq7~hKFK(3l7DIm&3lm
z`3oo`84r5(ivcR@NqfPJPjYrS6BL?kceLjcdH~ogF2wv*cKHJ(u+q`~^5<WIpN{rt
zWzOHsF8?Zt{w<>aIlKJa-2VS+#sBRxV>;TOLCx<yHyz#I)K8Zwtyo~Nz<xVWgmqQ{
z95QKAw2(p+_Nh0P&J@qWg%QUw69~rqT1_xy{+#uak-lZ+Pf<oi$g4%TjCUY7p0pL2
z@!j-k2>IUB)$*ylrp51@X@kR~&G~mXOZEGe2}$R8zDi#;*{zHQc|!^Qkkz|7TXoZ;
z5fpjN?GhUF^O5Dx`b!64<}1;!6)q>7XqwAM6Rw8b-@8`sn{DI+D(WG1a)+48EK3MC
zfT;*4whL5-%JwFaFG9-dPiH|XnOv+4B%yA7>q~G!xx0wJy{{9kF6A&=>VKuJ`G3s4
z18}D6wl&(ZZM$RJ>KGjx9ox2T+vr#w+w9o3ZKrQ`@6~Jf`p>$x_c`a*U$-i$N+nOK
z-Y*z)j4{VEC&`@T_Cp_PLIpV`=kmg#x$rZ)`cj9vV@q0c%@}9es^rNxLR$LT<Szja
z3p)8!SHp%uY_@n_>)^E2z-za?Zx%)!sdz@<VvCDwI@?F}4KQ!cr%VeM8~sWKxpR`U
zTn&ach2NJdk{v~2V?tvm72*{r#D%4>)B)9LR0+gyfs+!{7KcgJ4$4JSH(IVhr3;jT
zukrwF=<y%Q%^*e9cOy2V<1u5k6Im=+0YzdU+}ugG&$qoL2OsVXbpiMJh2Ih$G(N?Y
zOXElvoZrP5bxnQbEZh1z%G1l<n*u~Lm6WS$)LTDxlBe8>a-sk2E7J14ixuN0GKxx4
zPb<~Az1j+(A;iR@t_#VU`xu6o(#1Y!);)|aV{g_y3S3|?BuF?xE*TgXnhaAmU?|rW
zXOW&*j*6UQIgCtxAd#)2d}o$i)m9f)UCrpHa%e8)_t)_xvi4DHOLC^?fl&iq_~AHB
z1s?I~E!fBNOH}o-$C*?;e730f9$;X^mVww6Gl=SbAOd6`r4{6SLjdc3=tA*$`LQrh
zC2WxT-H`q`2;y`j{38l5r6Fu-iv&LXJqwU4`m71bH26|d$Iwa`ub0cEcx~H@hi)nU
zvr-@pGmvHOp+w4(#wUv!yP!Vly+Ps}EqMnvgc=v9z>iKW&!k(p%$&qid?Ty;^97c{
zx#c_a!bDD#f_Bh0qZ8bXNlh?Jva<X6kOZ7=YtRC-H=0`ZYdM1iUj|4b9o_Ee4NMnz
z6sPA0Qq(qAa`^k(Wz0(2aLJ(U(wRfHB&nBk@@3MCbwi0GJ}bnByRys2X${Zh2ibDT
z+RO39iQ_(_6&=8F@fE_7;Bk=S4$aix9l%R}4qb#KNyxGJvEG{t`C%lsk)>ZTx3~%(
z8qf(qE4B|ZyFA?Zm31*Y`CGj0c))WW@o=%vDPszM7t0duMG!XR2cd4vyT;?vR<pD_
za8%86m*_7#@sM4oADZytztCq3ShwIx!4^Y#%Tb8ekYfW2_EdY97Jh&#=se!kpTQ&v
zV94>2Su>V@1)>6t_3rb2Dgj)3(ghC9`Vb=Hj0OeM<PWa6=pQG4d{YDk-^gW)iZ_c$
zgDq0GgDyvO8kDdlEYsbdLWQ$;beFfl*Ko$+w4&i?oNF?1VJR|f>%W``!X_P}Yn}}Q
zb(E{0FHn8h`~H&&1i{J;sU|?y6ReHRKSb<Xfd9t>5SbHebqnVLvV136ean6d+^ezM
z1;?sHE#{EPhtA-jiH8yDHNgr#<E`_ti-_ot83`U@8gejfS%F9e_Lj4&H?_ow`jWCJ
zwmOyfVCm*PKQ5yuyJ`(|36c?z=jy|ln}cMuaN&SLgN+`Z9IVj$DIhQtn5`y6S5m?F
z&?Ir22w6`+QfSCng^nN<9Z7)xqr&ITPr2ww-B=bSUj8Ay63L=7^E$cx0eb$B<>-jw
zz24UkllCyD!$|-^VZC{s)evk;^CKX9F-%6-o5Hz`E=h+u43^AsKZd<>SM<LQ``8)a
zHrQStJ0a1NEp7W4F-T#wX+%u#q_!BXsC{xzcRk;ZDX$n34ju#=BJ`1~%WA5^Y!fD+
zpB{SZbCSnSgrF#5f6>5)71P4I*?v<>8_Ao=SBA!B-^Vo`F6``)j7XSq&ajbkHYIOq
z=2v$=GnLs9l4WB|Qy+)JSp!^er(Hty_)2>q7NlMnN;|(8x4b%fs_WF~^-Y~uOp{D)
zxiudwrvyMPt@*3lkm|JQ1d8!_Xm=D0<_Y?$aQ-X_(z<yDEG=3E-;kGc#@&#+hr_kI
zr(oUn8&)}TlF@#NsX0U0jfvV}N)V;%cTT$)bf*qQ72VaSP*hj#q0qRQ`q-t9VGe$B
z&yA~9DHD|J&Sy+UAUnBPnTnB?#tb=#xq_aRBG{=@^9P+bov*&F`qAp%?$(`2nsLv8
zJ=*t|t^xO-hNn(An_+pgq$?}#@UFr}aT|K?(bC8XbTJVwJs{^A@x%Ql64{__GV&&}
z0(G6!++KOHk-akhh7SBJdp|h<E5n~dtLW)|`3wIb=l>ZWp#MJu%Kt30?>Cb8EiJ9=
z?I7vt|0&-8WiHVF{GR`n`uHDM_5ZEgu>XAMe>|c({`)qi_cov$zUH5_iT>|24E=wo
zVG@)^W7FR+VjYt|fh(#)L(^H`D#1$cZaHhP>w8?lM=Uzyw*YO=@EEU=QrETb8R;fz
zV#_o<X=^v!NLn4H$i0;m78-VZ4J%kT$yUDC6FwD9`O)u4X?GPK@4TNPlper&KjI`L
zn^ymI9&DI$^O|=*qg7I#<L2hb+FA*Y^vN%mmcBqtdUD``SKC6RE$T3`LDD`3L})*m
zXJQlW>9JFG-_5j!i9D<%CzdzznfSY0GWV%1D#T0*`Luq(NrsSIvGjp?0S4Ju_7=$0
zt%Y=QV^9h1U5&l~G?8K)yc#*2Q-%a)0=0<2X9ZQ-VugW}HPnp!164APA7R}nZ5t{P
z@!az@9qh7X*E6bA%N;i0MGtj&{hfXjg2-4-G|2o<4`{s>oECj})vTSJ-J9rGR)??x
zpPPLzgV5b3f`ZVfJ}!@B$|BS2quaz7vUIKhQzEf_!B%`wzBDF`@TfuSBklIN&(bwb
z&CdZ3)aqqD(IzKmS9#tqOl0MkoFA!?CZJ6v!cgh^E_LxrR&<pQJ<6K5@oHsd4LnrX
za8x6n8f(*VQr<l5e>hnZe;(Z|{)&4Kyp4?<09!orDu)zr+?`-dVc>36OtP*nUTrRA
z%4`gZH%2N_QPZ|*DM#_3pi0U<aIM!ii`<Yg%e#57x?xL~{vlH*P#bK`*T4oHQV87Q
z^5wInYTQh?b!Ny^L^C+Gel8Nx^pG)I8{h?Kt;llsJj&o4*-|8bgQ-ifaS(J?{lwWs
zLOL%YU)osP9s(KbhbNI&ZG@P@{;)tD>^8po2E0j4a0vBfmY4fN8S_*13}l+>Q?Byl
z>Wo4=9yYR>H3mO8AKGfGcvDT>iuqheF3TPOFrbf95I#@er^~;g?L?^p5r7at8eq5_
z%PX$-1@ApPLXML8w#7vn?>z0Gebjvz7F*)akV<8VojK@gYzvXhXGLgTBI>>T!L<%u
zy10u+bASFaLd1N2)?q83=+=%!*^V_G>k6rmsLyp)LM##1Ikf7j>Z;nnLY>f(Z#k^{
zm22;z&Uj>L*`dbLNSRcsdP)y=8L`DvimK&;k}HJ3n0Cv;rM>MAuA!2vwMGC}>!s2Z
zPaT0y{Q$~4OS!#Zfbv7XC`8`QcbJb88~jAAF6hAAJYb6$bYbmmRqH608|8sMvdw;x
zYTMT+lt<Xj!|2p1;NlGnb;hL_*?1HUxatwSTzU%gxH{5y(|tzhxTi?@OyLsdE6K{3
zW96lJ3Xhv!rk%5~7_d3?pUhSU6MJv0$1p$UGe=GYmE@URm?KjTrvS+%;syl5ft4!w
z6>LZtFe@r@@S5ho#Qw+xXaO;+YXK;InyzAAmdU};4+hR52gV%;a%QGjdjs=d%nSZI
zSpKEb-W{5M!7}}SU#8Lj7n$}GwEiN~exCVX!SHV;(C>MRf45eKp5b>_>z5K^_@k2i
zTN4O<(Q;Y%!lOfXgA}reoW=@M2yY9O8Zuu99)o}KhF_;>Foc*BF+mvoD&;k6?BwLT
z94U4!9rP*H{!)_@Z#UEfIK*3m6pWN&SF@jTmG9+gzd#GX@f*u2!Ps|%LQ&;SFIhpQ
z6rd^MinNub5@5AivAO(4)7baxlGxD(OT8fR%u_}%3y=UibbgoPSY~S$@C`-R-wjbJ
zWFTV@NY&#VQb3*xiD`O$hVGlTGE+dri0MTsBoM_hH|Q1LK*G>#!7(TaF7aYQ6X$Q@
z_FUBXTKtWWL@#@5qdJVUnMNkd;z+_tk!tqzLA?ZSO!Q;f0*pDj88^>$mmg<W!7Enh
z)KJ3^UO?isH@`w)a+haU8>hCKXLs^4q}Zf^SkVwjAoK}B1=_yVf3XeNgI?w{!8|7T
zd?@519>7(wU+a&YH$b5cMvu2mo^XuKfMwlQFMepRtPw;WouX%*&fI(}Jh09sl7}{y
zV}7SF`nK)&ttLbX$Jwm|gCA)g{#0L3<H`}3#RuFgo%5^@r_{+a2qOGR2HhPI_JGZC
zx4uQ465lxE%zngj)-NhJQ_)}a;;HFqX_%E{l}6c@G}IAmyjZhzEUJwrppSwFytKJw
zyO1wVLPgek#$k^o!Y-a~!xsoC79u?iEE+1Z+4O-@9<rA1Ko_Mip3oUUlH6TW1?E9l
zg<Lt831~1NVawG*k(YG(*spn+01r)RPm%^NKymFs1D5|53{*U`7nLxiqWmF0K}LqQ
z_;E5oAwpm!<Oi^yOL9?G={bvA3|Ne3a!BWDuxX?+FrlJ84^B#1uw4lkte~E_GmoRi
zm#?MLwTJ*Tm`#q{x&h+XjSyS7oD^#Ld>vSyUbOO?#%!Ob5(a^_)>5a*H5KA}6;Vk+
zsJaAQ%<0)i7CttulOMRrvT3NLp@u>)OT`#92XR`C&a^tZL(F?r+r*tut8VQ+PGQ13
zk<FjF;3T_dTZP%Yd}ki)DPmY5FdxGK^cq<*!N(z-m%GIl3@ROfl|ZhXF*%T0Lueoy
zR<bS-_Xx5HjKMn^BA^gn;8%fYbwf71FBg$5K!u`Cz9)FX{Y0xMh|Hzy9kX>*ktvox
zrg$K1x;3>QYAa+pKNmw;4=x9Do1QGAPlZI@6pV=JlaN9oRF_WOCUbN)hPH6KHQ2~W
z3oZW{Txd|Z32!Ue*vF*)d;;Go@1XlImYSWpCE-F|cUA;Ya2BDSVoH5X21BPjUWJN;
z36PQzTd%vyHhpOyF`L{&6$T=^OT-}143l!3H+fJoExjZnYHT$_y9~{ZIS5l#ce^Z`
z>0U7I*i!6}#lz`3`rJ~i3wR|Du$P-c?2*z5)2Fc|gzWPnh=dc8^vWu*fX0dC@PI?Z
z2OB3O4O;ozyfakm;uesDv}W~`DLM}}rq{iQ(8-OdqWP19>hcSF|7|E*8YX-;b3W`+
z5um7hC)PN~YScZEA`YySgDrD^gf`wCasq4w-3*nA3X&^j+wOu)HAf}CwFm#?&+qrV
zt>3J4*c4_QGz=_taWL_$$n9l=+ud=xcDO&k?Z=Uaw+qSjNh!(lV%I=@gDmXxWPQkh
z6W0@NcvF`yf7LDo;(nn<)E`T%%uGDwXXi1{$^x&xCv>I+WX?8zxg52;<!=|~E6RN3
zCF(>#+J6v4zC?{n1|J{H@aw@Kgl27}-n{vE#zlprsMV*a8t+z+M<LfRR3L~?gQKXE
z(uv{?up=%KfNFiBfl0X|9u%r8j&LFoWNTX>NTAFCh)00~G?)O}XOP0rON9fZ@&10W
zEDpAo3kNkotB_r6|9pUfuDvaWQ^DCYGvgM?p%xnb$-D5?aW=2kto03!*3MFx1jcZ9
z^IP<jsqRhTEk`U}e0Gc$c@@K?izkUrJ{lWD=jq$#XQ^W&5jP}ZHyu*7aasIT31;P8
zLANy(wNc-<Z*}Qn2QA|@(|3cWKWqt&QX;|`ts8h|!pdBVA)f|fbWZc!Tody5=q&Ht
zODMM664k#S$26MI%3rSbf2j%pBX`BZXgAQgra*KL?%w1ayJQ~TdWrljVUmDmJP}9B
z;i&;p(6ZOn7MN~{A(k?QP=zZ#|J{AF{fViM6sHwP^AXTe3!cQ(+i9k(Q!$1$q_28E
zU&D$jVNS(Wzz$?a?D`{;32TnTOJz`RLtTx@lwFX2siV!0iM!)8+6K6Iua-(>BBIwL
zUhH`m6%7k%<vjU;zG8KM4d=4FeF@i~mXjrZF2e_{B*i+(+#D0>Zm4kmXRK2d&E*ll
zFnz>X|2Xmz3<~p|d%tL!{CSfFuTI2a@*uX)qE+yvet88D?Wg(mn?O$oF$CMsF6+E&
z?~^U=)0{5tn+{uUmk(_v+i@CB<}a^JI9K1`Pu}8n@@q}Z%~->+RhheI6!G4m?9B6K
z{)SEbtf)Ul9veODztqdW5qb3Vf3%1Hb(Msk;g1IFpB>|WmhivOiJxcwS9Ib(Rdv6(
z#=AyU_<gzeua47SW1fGur~cY#X84^{{mDW8h?)Ic4x-!@JN@2hex|gyH(Z#=7faL7
z+2{<=Ie-S+=uC`fV9Htk2=$!v0#~z3`c(>Q1bSMKQuTd4?c-2e9;>|w;~Ujc=+SO0
zEKFNoWF`-<VJ(l`9`C?y(`Y}XVK1eV`4-_yV`VFqVUudZjk(aHz|Bj>wYY3NNV%G8
zvszP8DNGxwTh;{C=#VEjv3=b56#F7iQQ+sdplVLY)LSQ(tG$+-(?|%9{8>uZ>Mg+?
ziIQ)s@1!AB{Oy9CC6`KQaf*x80W}{-;zVX}Nt#M=DKuT^b3KgQMSQvB1vJ(<nRB2h
z^{&RuB#rbG8;^mgp~N-SQnPs;@|}OVN=fZ*oYpBns%z)E(59=5on;PGlj9~e+T47d
z#ZzUG&9ZfXsu|VMkLX5WHFUU%AKqd1;pX#t#X;3%;j1;Ht&&jdu4v^x<mtSm@zt3f
zz!>1TjB&~Rj@FA^pw(y9wiDZYcBTEB?!Ehro~3Ifq#f|!kb(PRH8^7hqyZ$p>{U-H
z&3Jk&+&$)XWmC;NV^Q?#igvQ~fwI}LBK(TGHG46vv0PUr1~^<eo(i^^!VQR@&9Ui9
zW4H_zb(c-CgXqJG!abr?>u!@3#cG6js0@z8#;)<`)ERuhtv>a(>qjG-;B-0j4WwpG
zLFg^FC3*rfsF)=!sSAa6Lk2TKKEiq$pMi!Rw22i-m&zJaXLntOU!bipuk{0*?C?<&
z-n+Ne#0A&rmVK<;M^?M3l6N`*0jXhcGP;aq<$VT{+_)O-aj|WeDH9XwZ}=jvNxZ$C
z-aMSkuus>Bg~`k2?t-hEs@=WX15hi6GhZXgIKb1deIT8YYPm`m#deBhNw7{l0Bsu-
z05Jr6Os!Bf$u1_0JtVsAQ-2#jAWs8t45STm+W6WnRQ;+Ba<1r9t1?Ljsb>}QP$W4V
z;qByK(v1M&_(i8m4ey%|jA_J{6dMigw2La*uuXsUV7gJ8Jfs;P;@qH_DpFx+thGja
zaAu(|GFOjMmwdqn#uns2Ut{F90CvhjG?zU4o^QE66!{6p6++~+yK}DgR-@U5VPX2%
z?mWYMxMKE86v9hHaldwQ;UdszUOS+qjeTy9t0JJ_)%1z`1t9GQktn<ca0YL3S3Tx>
zScTd2)GKv_Gztxo#p^&@A7Q(<rSkUo(SZ2{VBK}X%+Wu#*E#g>otg1frZ2Zyc+~Ku
zJi;(K?xYQ~HyiABOzu(d@_BWZ>iI>iKMb-}qnZo2#(e?zL6ATbF4Jk2?-saxgC%JO
zCNbF|lVvBKnouIccQx2oawy^!&xgYK65%W!4(XfI1Tbgs>kj)cHNTy2=@o>6&MLhc
zxhM}BmkDWdTkV<$27|Z%neTl-%$U&uVOAEv&?`jC#hGT_k^4Zm$5aI@*{-6wNrVl+
z9QS-Y#@GTF_OYLk$t!c$@&Nbi`7GX-jFTJuZLAMio+Q1{!<95A!4@lVYke!{4&ZuX
zl;z_!!Fccc%a67j)A32wa0KgQ2)T!P!9)ae63BUp$s|*g7q(eD0A_Y+y#EgFf7w#+
zLy!I?9vOZQvHy*y_qTBWhnMvm-2VeD{|fiNr0V|{5ura6<3ADvzd-!|K<nR&)}Lto
zN1^(6Xx*nQX0<Gg+&*6EJP`tj=^EIx=z8Lt+eRW2{l17aPc8;2q?&v<0Ac5Iy%(8P
zBCEdWlGrA2zz3Ve2CElmpwFA2Y;U#SHo|=>e9$Jk`^HHDmXU%lI4!<1wREc3RIPX`
zp_b_)DQT%GL+LO*B<xNpHri^as?T~8QYuqa32b*H!q(mmJ6T^Yi&e3b<}21G3SerO
zAT6{K=hV*HZZr^Hh7Iz>P_(MHRMS)@*qd0?zz}Bfz#|3HUv6%#d1FCGYV%x1iA!vM
zar4h&X^h-|=!I8=T=gDBpkcwn8y|($60m78Y%R-fJes@6-zxCW)z0&Cwr`gV1Iq8a
z<3<c<>3LkpoVy@3fAiL6O%53LMnW%D<CKA~@jiPJM1hOKFV%4hZsAzNAv9P!-NqFR
z-BQ^K=M+sBQ{4LA(wjnzlhbXBNSqX)nTS+2(!%}4p21>DEPZlGk`ly@@cb@$!Oad|
z4)#KIo(Bx{Q4X~v8YEEl0R#wZYl#K<c;3vqAYdyJmJG|QoZp)40s%>c++;mpK^nuj
zgA*^9h4!GrLZ*ZQ1ldajQ)wdMv+H+u8@;o`*fQfPbim2_7Q&ii9%@y7LI&+AUk8zy
z*G&DpXKeqJ@nRK5dBbtcV1tt_nZj$X>IKTyope2UbDea0KNy09v>mCwGjhwy<~R3{
zP!=meq^hQynGm8Baox&i8r2ez^%#2SGUFPs(Q1=t+Z78>CU=(GLLj7le$__=Qj|c+
z*+{6bc-W|dAI#G+QB6aT;*KGu6ju^M`!)&Uo<Cd=JbQY9x%1PFrGs>#`y<b6fDd$O
zZkO~QQY)bMB^0CFb#1+*?J~9G8w_PI4Y%wtf0ZUqQX(%XEz67`3;}hQBL2qE<v`Bf
zkZ+FIf%h#|<bjQ>$A_2=b*aW^+Z)s&hXpihK^I^CktSbeqt?1L*3JQ1n@VUsBMlGq
z$C*Vq$k294-0TlUY_02Bwu+Yfd8zqz?sM22J{9L{?m|8acXmR;OMVUO+ce}s0snyB
z>V7jpQ&P|FqZLhuq*Kl#z`L2xz^SByqg1TgB`G;{5!3}m0wdIHk1!?q{qr~Z4c06X
zl(-f@Xoz~vGCx^4xVf;gDiA(sIqTmDTeNNLJ5k2Sy3w*hP-^3$;bm_A7!bMb7I29K
z^A=Fy`FuJcJIUo8`<euVO7q6`o%IXV7*znB6|_u5PbGjCI==QANU}*;m=l0uq$7YK
zW@(QFa8Yg82j)`obg@eSM59=&4@da(Kr=DvUu<W5<be1_YbTewc!1}Lq=Ad_R=og=
zAZ-NP$3>hWX;m+EVYHC+v03rO0KF0F`1mi(eC4*8N9I5A^kn#ZWj_SLlkm5M2f=&2
zadtIVhC)M#d|<NEcNTZOGy}VopVSBf@ulvr46bD;{PgK`VC{=s$GFp{&wxnchC*{8
zO1de{@T|GH2elYKw#0DSo6oe$hXO=L!9xYBtp>FanYsrxQJ*3$NtIw#+6z>+Sl0xz
zonh5`2EtHTn2BaVk*$V~7z6T28EbUxqfbqr1KX8a&3x^C9MVJ0A74u<!P1(9;lj}H
zc-=kk%RC~Lt(waH9kBljF1%wk`=30X;rEoqe+cZ1|K}wvdWL@h>tBHV=b8U2JpOm?
z{)?smgVX<8|B&(b`y;=q0plOJw|`d+e$F5lhJLRG=qF;J%~#=CL?A+N9@)lL{26=E
z$bCzc18GZZ5!58$zAyK-xOgIot^J1T4_|C>iGy}TZ1?=!$$3SEI!cNS^uoDnuj*Dt
z9zTmvD~lAbo;PAvs<uR6oQ{;%#w)6hG$ZGYQk16&n8}MhE0(qn9hAx%Xc`3&7pm&r
zqoUZD=qsvjnz8@5E$V9_DyKRooNvmh9B!0KjG`%R9(HM%TsoceyoM0r{5U5Y8i$&%
zkN{C*;)UK~4y7}iU$z0KkNoUn@q-~QDM90OCkiTMQtXuNHO{1_M5a#TWXHX_%2A_i
z7b~Ug%xFukAVsqN)zZr&eKIH5*|=xm$P%ahOo_pL)&IxttK?Ig$9~|aD@Y<RcXOjF
z+NKB1w;Fsr17Vg_DpiFDs>6M%6Hp1>#yA&Y2`-ZQOp2G4IV&U6Z4-|gMj0I=_&OB9
zE_Dn?P-)H-*(#I0W3s(%M}|6trbsit`qt^gF|$?iLKb8R`OgsN<TzYHKZJC+6=#rP
z*OW1yj~ckSE-qpB>Ks4rf7JA1L|ThV?$))fcA{t^Y&2^K%Bw!O{@yR@ThIo*qGZi7
z(*MB@i1GwPBAmCjloNRIiP5k{D(tg$?d4A7gi|H#cihtV@P$W=w@rt86jEL3*(vlV
z4#=jZ858+f&Oid?`6evnv5@S1C~R?XPd}(8fL*|^ED>3^octCbO<6*Z8SvNwk?c*;
zdZBZ2?Ycb3bGm#M#3p0!ucIt04&#Pk)x=<DTR@sC7W*TCa;aD+H4C=U+8&_~t1wb5
z>7BK1Pyrme&w6K=3)SKxHWJr>jYy0oQLRT1{-#v$3lK36`4+-w2GzTbkfNae?=i7o
z;^v5Ps+Vpj_Ccg#fO0`P%T^n}iu#+Uf<~Vqw!fHGeh${F2Y~LMJIuz<at7+Vqr$ZV
z%Ga@k;_@9wTo&s{uK4;$p^#{E5l?}%Z4MH-FY5tNu9~uEAg@xpgeZ+NJ;<T#IWfRX
z7Nt~DW9c`bk<X>}ZFm$k9gJcFJGXlbAKe&)G)hTEK@z+?CTf;O4!2z8xDEuR_V!5y
zrj~8drGk&k@PZ2u1)RU{<#S}Rjw(8dmwz8f^rz%?&?=i1JAA)UCbbrry~v#4Mo4&5
zxNhC<U`m*&PhoK5meKdhQ~)c|NzL{Bcy1kEr#cNGHiGxDzHAdYR~x>H`l;Z~v+3NM
ze5@UT=0h~3Nml;29$_auAw&GUzgd|dc}VQBZ2e`vmkF1em6?_4e9M*?SF)O5;O>lm
zqQb3yy%82GPhMWujpI{2eFC1niq5c3U-HyAyE`mdkhvZM>v0UsFj1ONKnA}xAB&ys
zpy4oqTW3%-cQ$s7i^W9ZZ5{`gio_tU%)WZZK(uBWlE^SC;Uh*@-9F?8w{IejaQgSt
zQ#G|f3bl=M*_a3=%n5SdX)e~M-W>oC>i)C|0TcZt3gkkpVF}pC!QmWc2BuOL7DGmq
z9`b1`ROioQ%x+=#XQB9+a&|TSYa7U#W}sAhStoT-kGVbc&5rYDO|&V<vQ#~XlLlcs
zO^5cr-U0<n#!io$ONOCSa8JpAy9hGKo?`<x`CNdIr-nd)fGF@EWZ(bSpn<*PL_Uy3
zc@GW{;>+Ozs9@C^yix&fsfBrqdLRK()Qp=j62$U)e|RuFp<IqYsfWr7V5w)n*UU@H
z{Vr|{FV>-6zcTML`uH(Gtp)w|jzb#epbrgH-R{IrKx;}_l}Vg+wvUp7NO<P0LTiN3
zsX9Z}dRgO;ItHv&l)U4+e&=w?GcgGYKdYA^<#<i`1uWeci9ir_H*g_1Vh~L-C|8on
z0=Jt%GMS;;BrWW*!SX8w<|gt}n-UKDkZ8Bt%QHUK`O{gxhiMD+8dyA8O4D*=Zd*24
zqLCO{(tRS?O?UgLBZ&R5Tqc6gvWaP-wxb|nu1_Wc+-!ORQs)E_!&l!vp1^uYoB{*$
zr1Fek;0UXg3s>Zba-tzl>fbm_>c^#a_G1MCuXC^y%OL7XE_|)9>O~ou0uqrLb7udT
z>D8Ij^ARjwIq3PbTT;ND_FLh3r7|PH{cBL1;c)&<^WjzhPW}%;f2PK*E_oJ#sd#bh
zcrU{f3~{D7s(Xj*%iSQEBvw2ziRt~i6@j_<_zV$d;g6L@HI8U5GpP$hYk^_VC2(hx
z)T~I;_l#KIu3{P}G{QTh)L4Ho43sbMDvZB`0hNac9h8N9W_%Mn7J}0beBW6W6~1@;
zEH%%Kt^Ix9$!WmpaP(}UE@(Mz^<@J0{JEzjV}Ng#w-=qe)X&2TSF}PrgW`GEjbicM
zm=FVabi@mwk?=L?Z+OGciulw2V`ctxyg5DN?>8*|Q{M1T`A7RNLHM%-|CKlVZm9iV
zOMU+Lc*F0S^-tdLN2~PT@rDeQk&5>Ty6>at8sjI0CwpRxEMifOeF#O(@WXP$G!!G_
zmX0DS)A7Nt;!fcl22<XRi$-He+7p6(p|KRfsq+)4=P}e96E~yx{OA5;du^P@%S}#g
zj~{i<zK+V#Ne`cn$sSIzGhEb*^6pVHOV1F`;$q3J%~OSOVX3B`6X~;a!?l)^+jHq?
zro}&o(72JTUklV@A??w7t}TctgHHRYoUqnYnctBjD_kRce5+(F*^cn~)`EBH#JLn)
z^36kaXSDv*LJ)5$lpBtP%elruh=MAGNJ2f6v!+lSEOCTVBBobP07nY*!MIP3E5lfV
zyzmJo_6Z`90!LC)SaV2;TJWp{i%F4VLfmSuI-X<d-ce#?NvRe{Zb+Q+5gV%`YhXxR
z)^pxg977h0tkowW6`Jh8?Lbn278D>VIowntcv#q3Fgc1YMJE?1>6>scy;#Jx@6z~q
zJ1P3C$J#QL_Lm+9nscnB24t+US*`=8<sxK?6OBGQ0IZPr4>&@%Rs%SSdlL~u>4Z_{
zI(=bok*jhL4>_h#Ds>@-u&Dy%G$S#t-&1snT8vMR9Og``kQlsTkM`@bI&Ul~(vp=z
zD7Vg0ka#|EBf(7o%)++=V8we4Sj$0(B@`?848;ujN+n2(dt-)4)2q&)&mXMr9{{dx
zQa4@a6!B>bK0@d+>@bc2l@ACygVb0g%}aH(fvU=1;wMQFf5e}U=NbTsLi95~mXi>L
zX7Gmu-cis6l<R=5IhgmOdb+#_m&4EQo$8@bb0t4=jTSmQ=G$9A13w7juD{1c;Y;}d
zO+A^hWfCt?=1unuln<$*G9^w$42YlI>_H115WnZw9|-fg;2`MAL_q;yIh5hW*+0-Z
z3{QpFR<>O|X45BqMykDTkzw@1g~b|{SLD++G9=QLG?1e?h$aVmOT9^Djyj6Y1f9K5
z4RmLX5m2CIJbJUi$TxF{Lu0ORcyTHcx(9?z^yX;Mr0i19U{xtXdR_r#T~kkj!X3dT
zB>TLq51QXvfmGXpsK>_wQ!~%`E_d9Y(uWbe?+}waEh#f^f@XFF%Q%oQs;*;vz~D9b
zbSU9Js80C%rHR%p21RU+B<Z^Fbe{0=g<9I;?E`600Ny8=s9fa@#p7)Pm1ag`eMH{I
zbe_sl7I;F5-@ml4Tn0&^Z_cEbcyY8$OVY$R^8|J37`x>{htHAgv=U)Lh6aR0BHw7R
zlS($&5!Br=Bdd<@^wqvaz9>bUto;^(m%H`}@<H+akM^4A<zush3F6_%j2l#kR9$D~
zP-f0rlE0E{#HMYb?oID}%GALsh5^P6(^rYLtx$9c&>y&;FPq!jE5*lzw2*~N9Q~x4
zD@#UNtupfJt?Xf7*0sKU&f@V}TUb^11S`WC@%!j7kK(e*th}ZxqIX$Zm^MJ<DoOyk
zivqJ?ekYls<za#}{l<cE%S!pa8&)@!zHSVV!z=n5AD05?nn#<0iEC0^eKjs1DK!=s
zwc4D%u};aV7ny3!x6P1Ad-cxn<b<qHHdY@{4wCJh63qx9!DmnG`1f6Y%`9Zcd&Q>2
z^=!3-;i+2I8BlP(qUiQjf&7;IqLS#$-2JTp4Ic5ybl^FjO5lRT1knD75)jbc-lQL)
z-@iT?MH)^<ufwNYGyB4&^GWkFy6h80w{h66-sHr$A7~!Uk66r_Z00O467+`_cwa)N
zru$a%*7Us~o+_JtY0h)MFlrcg;{oNwAx3h%Qt$EoVEq96azvg-CJKjp)=J^JnLlSN
z*LesB+#Nb4!idXH<Ur@NYwJ=qccu;l|MGepA(ul5!)?@m-5)O$le9Tx^UC3x8zw(I
zQM=*HQ#v(DGi5&UOjo#}!As5ZatsAk-^_oYJ@tb3GO47wmb@!;4ES~XE!QVebJfve
zjZ-&gC&fxl<ZBQfv`4Po!O<KF7n&<$jDT{3W|CTHuN5myUm`e_W_hN7a_Oh$v6A@<
z$1udU)dSm-=GgK*5zUMPS1ElF`q88}z-Aj5<22ltGOrJ>3`fNmYSyL6DR4=g*#HGv
z*cf;H9UOtuT?oN|mN%aX+1k3`Sp<g`r}Qrmrt;40eV0RIY&;Z0qWK{)W6o=BiIm`i
zoj^*_etbap)x7$<3jIsN)3eb1R-u0xx&JRQ%)hg28ULx{f3ML0G;x2+UH&}tzf$(U
z1%7@N-v8*<7t`MbewhB#z>m_erD4!_#6X(VLZO6B16(rM4IgMi2?uouR4(i5os<)o
zLB-zOj2_U3YMi!#ePFkuuQyuTH<4QXNTVN^*L)gKpHN-^I2&EsDzjGwQQAE?_YZxu
zV>jYyV3_)S>UBR-N$ek&)WA#(i=CoWv@(qqW6Bg?ksa3t3cD3yW1Mg7&3lmWoW)Ex
zswppRl~nTw-zXH?MBo;{tYzfqT~rINAgvk)lo?P;>BU*t)2kM$WJ}c759O#b^%}sc
zPRocM$m#oK_!i3-9lLxjlOjlAW1e)a!NL|)kN1YnHH*Q^*yeO6npFUa-Foux%HL&v
zjh|0IK1J1{=GP%K!TW*!ao0ZYOH)AFZtSrBVwW4)8Wo)wWN6C`o*@&}gdNxT^DAIQ
z6tLqn@g#M2tPGbv=-x_Xb6$np9>FGD)eFoTO*LNvh_(*KYy_B}cChpUlZ_pe8i7Q9
z??*WYuH{cQg>x|#k;F&|#Bs$D$(U<=v689v=xnt^u0VaRzQpooIi)eItBE8%t0}D3
z40Zh+&MZ-i!$fb#n3eJp0S=gq#cXj_KSpfUcr0xZl^UQf+HZ2b;|tR(ayrH(TcQrl
z$9hbY>olo*nNj6s#}N0+DBJkI7KYeK4~)V?779Ed$aiBDBKRefi*7oh(n`Ij<qLE5
zSx`t)5D9F`$cZD#cN{v^;`D3yStgOMEkO!Hi}mANLhM?{AA9-DJL7r})xJ;H_twiA
zns;`f0ei!SDvk*cOrEp5TuLJMU@nJWRqNh4W*ldahdHWL8_$Juqdzr{l&IW81zcLu
zV6;zFjX~m}WyA3Iebsr5meEUsqm|8c*;9NEEG3Lb4%2M@u+K*@l-wt1HYSd&!OSSP
z$yDq|jHOh^0xtcwkzz|KK~9pZ4@Hw(<fpc+5)Yoc;ENhn516Ac07_Ny*0hYR)N!9y
z3PSZG)I0DX?5;Ytwkx5yt<2qS&D7VtewPxnt9sRs+V|8PDlJv&MH0+Io@K4{8n#=p
zrOC@U=<V)$e;zJqb;8S)*6KE>Qk(Wl<$I7qD5G1Mg1jjSvxw8tC2iiod2bjkeyTIU
zH-8H7_@##@^!WUUG+^p(1B&{lUe0Jf;NY0h3Bp^lkm2`Vb6zp9(V}(Ww=!~Hxk5s+
z2-og}Z%Y1*zNz1_eCXtd4EG|^B{RSZ6m;!mx`o*orQSZNlo+T6_`J_1igs&iOLMvh
zXAg&3dF)9|OCl)YJXs>BhIFL|26~Ad41{eu7AcPtV{XTy!AKuwDVWO1Dumqzio+G?
zOR8?Cnc9;)tdglx`nohlSGbw{e7zIl`gFj<PX;}(3r>>BPbNPt$RM2-j<w!N_NgC@
z-gK=RDLhpb33)n6_Glm@J$vT6x#+GP+wJbfL*o%d`6uZyr;Y0sCj&__J1i(~z>I!Z
z*c;@EH!udZ-HN|~-Ji(wQy9^){mW2g{AIKLH(;0PzXT(GLfv14(a$sgE7<){gAu<Q
zs=xYZfAv#;q4xVe$M?5Cy=11}wc9UY#PpwrA(SMnR(>vZgm$k6USPn>{j`_-k!(sG
z5`=q(yD^mIShud)sZQF5=|`I&Y|vCiMv%`JAC#bUwEbtc9q!fux9A76R-pCzDy$8-
zh3;8eH;`9cg_qN3`3yy-8AP?poN8D}N@+=hUH5W@Wj=Iv6B+sUX4}3!%z@nVux}jX
z53FteIyOE$%El*$%HAMuQ*~u512t@B3nu9Hcnb|ZL%87>Zj3C~KGkZqen{DU6)B`{
zIn>6*^qy%41dSva1`N5z0l<Jwg9r3tO{iCJTF!~abGj&Ps<=DQhJ^_0S%;j$Rq+>y
zzEZ^dyqrd{^}|nragUl1Ng|-j9y9QLCBP&(4}*}Zc3ig}Y40PskZFCZ%aD;}LJz#`
zMv9@y15Tn}E$D8vCtg7-Id^<5yC{20ExA-)K(K|<Ynj-6CyQe9VZ@lrEe5$H%wl8E
zyELniwMfWS3uT5FB!(DVF!_m!74NV}u83j{?wUdK3|HeV>cg9iR*QyWRfzODh5-{)
zyw{sysf>YMgTXkiK174z0A`nyIclsx!)zT<qWMI0o(KzY@d>Ro84NaXU0e5%T}|mY
zH!N3mnsN(-ey0M3<$!6uIlE`YE~Mx~7_M+gXixzVX8*FAo-?G<KqXXmQ9G?x)Tkng
zKpAu!d^Q+MQnMq2P>Ssg)Ma~zEUWb(6#s2rKSdW<;yc%Ip*cCPK5%Yp6?Cc{&$s}_
za;7unHYQR^^^WQ1bw8YtOYl2rqkb>Unyl7AGA;ZFU2~odFs-5Fd#>w?kQ84JpCuTE
z(7{9;yee7^Q}WQGe5l6e^6=YRdfu`^u@W{31)I_>%nZ>aV*L27Sxb{4L{(cd0d@&z
zLLkybq)R`N86nT_p1ylj2)rsz$UX>E1<B-i@zHn^BS!Dr!sik^dZXum*rp7$Xc(6;
zB0~W~K=QN|QAE-P@aS=rUsny(<8clqTLJH^yVv45(ed9e<ocQDfkU5e!^+|H93!89
zOV+)I(*)z)feG8dI;^IoX&cpy86R-y;!2;Zg_6~OvmL5GpMF~iJ>*)c7U#i5n%8yG
zw7p!Qiu2-8Hq%<JS*;x_U4~<)(agApOrw@rD0K8h|AFh6zB!2ic^-MrRa%?ykY0i?
zhPkdV+`k`VX%<H7ZPg~KPg2m^KjWA8HN<aeV_K4h<4aXzilo3z**dSg>!tNKc4#9K
zy2gjHVteO4j4<{3x};&&_3-rV;)f+Sie&K0Xl#JjAGO>RiweTx_X*tHi~HkN_0wK0
zo0fLdaPxhSeUBjNS=ve3?db`GUzw~hMaGwy=86T<2`2?(rn~kDw}<xdt$u(3&lyYp
z9i;x^tnbqX82*JT|AX)W(|-vc{6wd}LhA2E&i_BXCZ@kjEHM3tiG@0q(a4{Ba>+pf
zAP4z!QEmn0xLL?T-~A>gP*+jg1rEpben-bP+vV)f3t$J&_M&6ZCSu2yo{)HDIcyy-
zhD<%`&Y%r4?~`j`UClNd1GP6kD1Sa@Dm&u~T3<D7H9|r^hAgw}vWE><BAP3)_b9Dn
z-pJCJy<z6LRovHD1q>~Ft^o=gFFeed70vdC(eQBkI-AD1vfNZZ8PP|o2b7kS&$%rb
z_aGG(uH_qfVkGyPx<o9cr8lJ?P6B0L?@B-jNwnps=yKaoG|9_z=@n5S1y#!J{>>kg
z`|kK53c$2P7)#}B)3oVkQp0is1euq5Ca&cD(N7(roIytLHkL{HYwIV>Zd#eS?H`~J
zAi^{?Rs`j@QF9$*y5aHtmW1v^yI|{M`rl`8_KG3f#8PbOizASVEeS?!Oc1il5R$5p
z&Y%j$+?^>_DX{^Oxb;Zq)H~nZ_ah6U>se%5ct~=}J5mVOjpc@dL-1?zLDPb=@^lim
zHy3)j@WYijcYM&~zXY>enUvmpsk#_AY!Jd}<+*^QE&K7_YID|}zGLptEFUPzK`(Vx
ztwIR8heDZw`R?_Jaj6C_@cYuUZP)kjH3XR(deQa!$~{WZJyPJ5Fd%8In^GqmCXMVc
z2L7eGjU30r?LB$lH;*)s(0~s7A+vjKqRs&ik_9e6C)k(w(<OzZl~CA`P}s#PAgv9W
zl0m_hW5m<*dyYT7uPIU;xpTQNO!qXZ+27tcS^+K_U%z5MwSq@%XF|ba+X)X&yA`ju
zI4Gy6k$?68JecO_3hI-jN0><eV58dy=#}UOzcczlGuz!&iVcO0gs9gCh*D=!G7NpG
zgqSE$pB>=yQNEeQqP>S3Y->ei*d<wrfc0bEiM=}-e{>Oe*4*yTr>m1!IsHU0m`EbD
zL672-v;!<X<&!?#6LKG0r<>KlV)K*{k_wg?x}Is1VO}>d+bI3ky5`);PBteJ2%ZI!
zX<Not6D{5wO6h~WU_u+j!M)eR9I{kdSp*GRV+N05#scuUap1eZuOhEOHul~ze&Y6b
zq`lOQ`11Z*_I|07WQX0$1#g`ZR8iEb>SZ#;O|<muWGGUst5Ra14jl>DE8(kCYA=RB
zi#2$zhp>gf_CRShn=FFOL?AS?MFjc)G|)?zHf_ABjnZ##y?0V3QbuD}V|O$(pu|up
zH3N4n?bj|}87Ou#PL~;_bKh6V1camX(VxfWM?0lxP(2VPunC!xJ=7$XMcnmK#MtPr
z8O*q^$&RxQaV|?jzS&ZWX7#2|>^ygor|R-t6%T^Cd}$>}q+6vg#V{OjiW)~K4~@VV
zV9?IymISWS4-~fi$Xo?&vGx?mpn3Cx`~1;HRf~>PSF*Ds)p^L)18(~|LrTmC)A_KB
z`O@NL(S6J9(7m=xxTw^c#-uvS%!X}JGnvVB*>OR6l;uG|zw~|2^Y<#0#)Sk9W2|%=
z3VA)V&=on`w1rgEDA<L4UbW7vhKI+JmzXF1qC*+C`MZR((N<}|WaAnK6M+t)RB*$x
z!(+*zB>Rb_np3IS^=*8vr%P7{4{@3jH>i29Pn8uSlk(FCkFYP-dHc+-c#{$$34P{U
zN)N*jxO-f3-_WtQ0b16YS;rpzQe>~Xw+UE|vpzV>vDm$b;1#VRbn5c>A~!d#cXEt`
zRX^&?I4G*6=c=OAF@`@Vqaj3v7}6BnyyEVWuWkTy-dU$lWu1M=oYI;e>>43|<pU#0
zbs@~6ly_#{RId!nc2|iR=4VH0`5<26uU#X$o6U7Us@;MtFXL&CkvZg#oypkFGe-18
zk})f#$f9WGq4u5q`NXx6r_dKV>vD7wbihS3pmI4pOchkCk?VRs<PDb8UEKzqVL`;S
zw1+#XgR|F+qvK#p_u#uf<Z5;o4+EWlCQY6Io=H{Ijg`&Iz+nhE_75PTl3@Aw#c)kI
zQIfVOcQGmHUo>YB&gQD{hqR{1?;@xsDB`YVJ@k#1CvOTv_gB_z%$UpzzHTW6YfEu7
z&#+wfj;X620Xz?1j|7KAZ*v+F_LW4_)3u~UgGQCB;q*<UF+qfGkuhnC4}vIsv~#o+
z>}SfA#EKGIPINk6pl@K#h5sh1yDGbUck_BkhkaS%FR?`pt8|Hr_~VLmT_cyVzyzMN
zsn=d41*WO}iSM$l(PbTmsGnC$*Vc}!DNdGw!7h#J8ds`S=ArsQE`BQs-ePNy<$h?r
z$#EgK|MBYW;mgL@wqW(RzDfCr+JLkiap419%>sZh*b~Aw3I7JGNm&qB<SicR(Fw(U
z76`1Xr?qZx4Faifg(PiRh7&$+o+{WLO7J*-dXs^DkCmI}Zcb=NJLdRjEG?Y`ul@ap
z6K&};*`H&N?Cfm~bS(bGAbyE5dR8{(e|`3sZ}#7iYRvy7`|`6y|AkllJoEo=smA;}
zrTQh+nE&X{{o5Xvl2jBHD|FkjGCcd}htV<~5xGbhUqEgql};g8F*sEt?61|VEpH3>
z@4I@x#*>NbxjBU)gK`PNJd$zq$TkO=HG+k7(1QlA^;r5kSwksT-a{t3$vie_XFiwN
zW+!gs1x|v{X{84Y6MQO-$0KM1F`1Bum2HNv1@WJ;v4+p@{xSJU23H$i4@9}+G~uCD
z#0srUwtsv1!0t=8oF#Og2{?re7f4p#R*}l6T|pW3JX>Kc6O@K|M$dLD_#TPu$7$rV
znCzP;2JY}VRFmcIN~np(Gp5MT`9owlFjV!{bt=TtXq1<@&AhJ8<X|wXHs206X;ofe
ztxyNc?%+`>)*=zG-xw%eCMGvf<#V7^bp;a(tgs*}=Tgn{*}D=3brS|-O^NnG-Wdec
z6e^SWC&d+W#dK`d@;bVb$Ha7IhViy1!*SE{>bInH$SnmF=}Qx8Ths8aEre2zZ;*pW
z#|_-cY`_O={87IAp1g_smlx$|F8U*aL9`nFByc*^MN|*5GgGf$(mlE!)qFoW4G5kv
zSe(Poda;jIgU15}ehUS|3p|L1DRW+uAX9@QK*#)!twcEwbC2LLf|8}$WZ5<Fq9~(Z
z?M=vzBE%9#h{3Adx(QjvmPaU^swt?c$8KG3AZ$?Y;Hh$%QYouz$gOo*6GlV9lR2+$
z@5PWe@PlUKt6XP@p6RVqTc^j8)JfNEYswtB*~*t3x1zOm6`2;?_;^3xGc;r<IanOz
zkX39r=-3&<-7hlYtVnQg2l7S-6f?Zsj?=`;)8xSwrbUH6LUR`Dd~>SAj>5<Azi#Jl
z2V6fma+Fb?o$fQnpSPlvjOa*Vd~#BmKOxQaY9#Bi5lF6`gBn%mMMpa=-peTDmqSp`
z*Z6vXby%sIuYq+npZlnbGHOQ=YK|(zfM}9QeG**s7#PR2PBq2#oVYmmNHWU0p8sh0
zn!dN~JhwZwD65ziIuRK;vZm@7i=7|ud_kpC|CQ@*+_+VujmZFEM&i=D7YVX?_igjJ
zv?Z$L_2%wQ>d1_n>aCFIXo!o^-lCtt*ko)%{i|WQ=Yfi0*^)^gA&1iK{OU~s+Sl@U
z8&jG0a`hR{RoW)E%giQ=MW>}N|C^&HKzC2KSZkZgiY96$-SF;m@ZDT7Db0u7DpP;3
zW(eRaP%8o38PVVj9L>Us*Dc?3w6-tZmkd7gU9e`@?d(_uq1)eBqf?c1?&YQmDE4a$
zhSTp9OOJkNpHgA4bbXx<E^u`e+G^sQC5opo1Eb}pE!O}wHd)AZEWWkwe&1)#WGr^_
zH!AEW4*UbZ*jfJtmdyXI;m`bsiS^rsALc*2pMN#{f8x$x!Sa{n`yVI3|0llIpAObv
zjjdmH*I#`t=HKhYpJ4e%tK{E-Wx4XNtuydE<=*;IG()?V6M~a0<Z3sF3Vd)vKx|jT
z;*`bpwSh5S>rqh{;*{i$)BSw4f@5Kfct(M6S8eXmkX{z+Lu+nLSUXm>l$9OpW=#tc
zI6v;f$j2EVS;U{(W6F>7FLen^jw%||-sksJN@G};G%HseV^ZeS9Ga1G7F>FnxfXNt
zWb2Vvdaan*G=Mc6mreF>m)^?K9ZXf6s>w4Q&<v4o7Auv7?&g$#sar5z{=(wo(^CVt
zzfDL+L!eL5c;WpaV0?aaAQ^Owish=M$=v#^DpK2jh$%wZwmoM4+9mkVo!m2NmX`5R
zZ8oCJ(vS_^v%x9qVWy(Kra25xO{qunjbNX5q`?lj?XqSbJlw+V@B$6+<5sRj7}f%y
zMB!XWjfqu8Z;BcTCI<MCZ~lQpVU0dZ0!hkntm?Ed3tyCBTa38tr$qg7N)!9d(X|@=
zn+z8sQdwOPV-4trvCaO<I<{a4{$T(s-A)p~H(2^Q2ilSjyG|ztuaoQZ#^+CBi-bV*
zl)c{yaSSnnR!1d2eOx1!B34W`G3YuhOo$SELZm+yukqU1KkZG3VG#u?2F?q7vA8pB
zmSS>~uytSf(CLiN!L1=div5-I7C1TM{Ai891o-=h$_hpk`odJQPQYSe5>Yn<VlV}N
z<^5+tvD{eV6g9AmZ<}?JvH7fk*L<|zLuzrOxeg>7?AL}?iya#ln=t7C9B`5`NAELR
zE$jeCvI>(il*3bNNhpS~Nj$5aTfh2;f0t@e*WJg_a$!X(J~%PVVNmRGtafFN<MyRq
z9EOY9PMK{8j}6C@t@h;TF0Rng*w_M=C-tswXQ^lapv&>dmL^K65DOy*`BYHLnQ<p~
z1(`5q+0sZEt6!)eODr!|BO?~eMA8WlVhuni^!cJfraIQ4H?7U!2jCaT%E>Kn4!GnM
zHt7%BqxrD`bC;B0o_10C{)I{&h51M{jp*3(^h^DHG!eVH28wlZkT_-pa9q<;L5VBR
zGA7@=0Lx)AP|Bs0j?=v3AG3;$G!;CG;5}3vDo6teZ-?cY56yv+Ds&jlMbz3=;EP?U
z4@|3Gwgb<5MYM=3`n2;OLrUIE7e+s|($_Lq2&}#>p)U!~79QU03?la|r(GJpxJRA+
zFvqsZiXoaw$irS-n_nt%%;gQLjm^5Vep6jFnm(t~t|hxgn%#NA)x22;>;w=NRu!J1
z{~&OPuiRrC$P_=s2+bcPNV$|GpUg)6#fsk1bbqpIsb4*4?V%v29J^j(TAj4K>!xH0
zRHRO)aL_X){HFB7ZRr-aA&-g(7Co%?*q!+OsY_ZDe-+7kZ!##?Cy6Gh=mJ(S;kR)h
zSMB9?#m&78&g@pqdTl438Ac!e<ngcDMP6^#mBX7_94>k2Zk49%&3DEd7i$H5DlsXc
znw@S~_frbu$Q++e0N0L*h9nJ!%qi~RSX%oPFmc3O=>_xjun!`Tk3-TW``)@*v3w%C
z6zYds(b*PSHcrt#Zu;xc7lY`0tdGpZx0kJ)l4^Up*i4&cTkB|Q_w4R?8k%uvvfd)O
zT|Ox6*MouU0%Dv#qAsC6GE4s4RP+|~WI`p3YO(EML$N+`IMj|)528lP9_--EvB`9Z
zpHwO{Sa4`|>fjPAM5dC4iu4k!HgJ=h{K*G6SAYaw)qyyr7#M^Bg%||u<3?;DFmG-r
z6kY6`d0ZXn1H|XnMfE#c?`l!d2b3eO7n<)a^_&?_V3w^Tbj|j=ZE@>*{||F-0hHIW
zt&4`>?(XjHPH>0d?i$=R5G1&}y9d|c0fM_ja1S2b;r@_hudIF6t+VgB?^WHRCi9;?
zrET=+?(q%D;lgCyk`f&zZQlu5KX+Y&<pIjX_io^Um;WSpJHmrADmQ>`vV8UQDhM^b
z=%41T-@-CRX7<0_6SDp(<@+a1wSStpeo5H=n7DrGcm08Ou>Rgt{J%SKvHdw`|DL$m
ze$CVW-NY51&>xX1fFN-Efa+wK2P0IIMAj?ZC_JD~BFZVuX#|mwj?uFABsX67#Wk1~
zKkM?{-dk6A`pQ5M@6Z7u<pf)^HSY5t_c!0OIDMhp4IPeZU_wB~s>Ko+yCwm`2vyXA
z-Bm@{UEgz8nemu>H%KS&Q72xLvcw<22MrK09H7nNtCWj4M7GKY9rYasG-)0OU^Atx
zMf}xN5v$}=x@%J5;8IdWT1e<OIlix<{KPb4stJt2)kElLti%WU>j~xJRY;okSaBqf
zY)KN=#p5|*n4O~5{hVWFK_t%n6O=XHY?JAhQ$|mf-I|Oj$>yVGoZHh0I7mF(>A!;I
z$Ux9J^Gu7P-*|0mWGf0f+{d;sTwoP&QSZ%bNmTSS*43K)K4Fs9^I(!Bb||1AbMM@^
z9$1!1S{H@8RG8=9Kx#6?N`}lZus*giRHkM0g6Jun0M=3B4HL%Q+dWo;-Bf3Gah-C=
zdh~E5B)1a1a^(-ysOMqs%zUQi{<jSE{HEU$`O2Y4fRpibXTQ{5VNwE<Qh_qH%J~h0
zFo_7h15R!$-Hs-Dn-`ZO9uFg8uLB`HdP+2z5>MRNqlV0_x-zngU4%5Nv@-6nw*yo#
zj9S2~dNPBU6FFRR_>G(83@&vtjnwYQK9EI@6W?%tQ6Ce}bbc<l_7jaR@gdnDS&LJH
zdYkGScSt!FCb`c$hoBX1n5H7}?K^ei5)v&T!XPMgb4jWRakGn~#3DK3lp<5bUt1)}
z)|E-lMRW>zKKq#>olv!X{Uojxd-n#?E&cR9aTZfm|I7r`i=OUs;}g${v)cqIA@+`e
z`Qx^7a4NA>*aO0wj}=JY(a#U_?n)DB3sY1i`|A#k(J`q%n89;wTs3ZS(`7W7vC`LB
zl{!*p_$~G|=J~AIz6(Hp#K*{<I9!p~3G8cO{=R-x5GlsJ+8!iDq5B9FIx$=M53J&4
z5Iiq&*%|*ba%B5czvMsU6l}ljMgHOxFN5xHOWc=d{;%W#e`w77TB81&!py(cvwvT?
zvi-TZ{ucxI1&#c73?N=bN)DS5q3up}$c{MP*y^}O3;{h44<VW(4v)aH2~h%yBzt|u
zg{Q(&kg9G#pEtt>?}R<$gnID{HOlp;X0)aPp9Z`mJ=mQ@Z1@^j*IO%--Xu;dln*JY
z{v`0GyU5flAnckQ-6(>?ch|5*ltL8xO}=NlEN<x|YurXFWb&Ip)jDmOH++3pyZY-8
z3<~!jc3HJ#7%#>Ic0yaI_Ti}R^-mp^OI;m683}~*@`;O$mSUpGU}^4vrJ@rK!~{vD
zOnnjw64uQ@fg&eTbz_F$^DQS{jpvfr@C-$gbcsgl$YA}*e7x9fP2=$zWJ>o8N8CK{
zOMh^D-F9#aSH1Fi?-Z>X5OFE1kdKDURurVvJH*-$qd<1+O}L9xof}cnpnx=<hc;$A
zM&pMtA2qNh`9+oV(}2NxzZ<oSg=lO^1!KjcOtC=;+>s3SQ*u;?O!H+6P%CA2D2ui$
zzPp9_v5H!yWAeS7eUQs;N!7j6gd<^~hD7r3z%3lgu@DvuEv0D^+B(zn(~b0!GcKTe
z*(FE`v&=;X%g)M}S01Qk3r2@V>Gy)23UOqS-;IrCXFS?lL=PzF4mtay%dT#6R)FY=
z@^Kpc&qpgsuVXY{d+jHj!nkdHri@cba#5i3%OIZU5GisT0?`j)RjnLczGDYTR8#!M
zs33!@@u}xtQvwsE(FnWSz!;aSag>kdRyO`B)>Has7h19qy^3-g&wuUve#^;5Y($%c
zyMfvaILsMdP038K;t4fO@03Olh#0<@wRtP~9I3+$xk7hRV%(wk8Fp3KJ#c$4^B%vb
zKi(aq2wfco8PQ3Y1F5E&p@tq}<v^dtyN<9R)FBn?c74>_;(C?6`V|V3hz><di5}ws
z&Q<)>_t*n1yAj)p*j&qbH%1C6Oy#h&`(}LMBq>Z*MQ}7CIX6bxUt@r|ljXL9w__!O
ztQaNEgeX(vwvpd)5?hLKL@T`xHdhl&adhW1$L2_ptD?$-JSd!uzqC)M$9KOLV+LY6
zXyFOTh(;|XPE^M&v-B#)wpe-HlbuTi%aG?TeSSFyI&lS^Kn^P@!gFNF)B+th5FIjy
zG~IbH`>-I04V8d?!$TKW5b8$p1ECi_xxm6LHbRFq4<*>FDZokiN<2r<yy^6d0!dYz
zyi}m0rXD5AneaygB-9YM_@r$o+oVQ)Qq950YE~LT87^&#Q-2<>zOQVa?mb$}K-|XT
zNy%%6UsZhub;z#iWGaRtnOg_wHJD6{NrhaRrALYCdv6uKIdy)bK}0w)I1cr)$e8j9
zuUL>vYfk0g36S6WCuaD2g~a)X&v>>!l{x-XX83cF^oRQ33j_K)GyHQi{XYU-|6qo{
zeR%vEH~i;qJlmfOw%^Q<{g*uVzhj22fNlJOC_>wD1;%$_AlO!Vx<o$GXRq<KbRe6n
zn*@VOTWYnI5^zW;569{66+Iy$j2HN#r0ljghOQ2W4uG}30L$O2#s`$p=xcV7fA*`1
z<OU1HWw>kCbX-x_5Q=av8G@Go2&Mu#QB}}bPGXq<+M%$xh+|o~b}U6oprVDT2jY`3
zXlWdn7o=(XF~*H)U<H~66q#g;VtyS{gj#kj(zq7-HEPcyCVtabQ=?=(7%l&k%!uz8
z#$Wg{;0+W+V9$ZEk{4XIiBMuuX|S%Hz;OInM^8d_5kU)KOkmT7O~?{!NVNpnQaia*
z9Ae7$C`G>#0(+<5?Qblvl(HRZ_th(2zpmk5ZNS{lNR($Bic~^Hkx%++n6$0GhQ~(W
zs!_Hi*|aiqH2hhkk+r5B$!1q&m6kWIA&lB)mzVX+TVa}OQfJhMxr)$Fs1OOu7fBrx
z@2xyl85F8MYv||Y&YSYxxyDZz>E@)5@;BU&Cp|@a%f3-+3^-5}zvnZ0bbhz#%Rk)=
z$9|`byR1V%o$#fZQm+ToXk{!c2eJBmWbt6%%GK>yN0vlagnyj0|Mla>vb?p3Pa8&l
zkH_+wP9j$Y)DVIFv9Yf2OedcsOhCLL0(%;BB}~0a!W(UsBh^76tun}W02PqIS1n+s
znD-h-nqJX&o8T8B8q|aDJ!kd7_*HDmTo`+12JGcTopmDb6mS^e=L7R|jW4GUa{?Jv
zSqi5P7C>v$*2yK!V<M_U%BwPxWYU-Tb;@j<sW&r)j}1w4wqhyM_j9Th!uitW*J8d_
z+d3hae0fZyRO(YvP(&E1dkbyk%2`B_StD-=NAiyJkyyMo`0;pM8yTkp_;SbG)@gYr
zmoj-tR!?~Th*%BD!Fr&L;zxNDs&RZLm!zmmwX?C3AIcne(Rz}z4^Wc^mFG9cSDDrZ
zuPE3sgI^(W!%|zWtme~<9jNuoT9V7BQ<oYASb&fQX2tGz-z*+X9+GsXR^W!&W~m^~
zQW9b07Kp=s40MBg$AyK*iKYWBw&kn93xUccLFYw=vT}|DGGh)S2D^Q@f-+2TD5O;j
z^2IF>y3)J<WSj-|)0auc4_fw0J_{$lXA$RQ3;SC)kG=2Hh4p&;3PZ9IIc3jczU}#{
zrBh^<_~inT#c;qua)e>Vxa))Bu0}Cp3?t{0QAo-p_#q@_(8Yaoa3a_Q!d9bvSb;W^
zE|I<TvoYJ*-uX2Ad4$TO$B?@cq8N_I&+_zfn@gfp1}dRNNupOV*|qm=evTG~0v7`b
zw~T?#ur)m5K`LZz{yrSVWo5rTvu?(dvW-h>bF44UT<c+v&rYnmkS#=HcvtK#{^g{+
zK_+!i^#Xyfo{m6RlO~k!F*{=J5o)U{q9ORU)z>*7R)dxm>$X-O47){a#EpK9ILFVf
z?>V)%V|F{5lG<+S-06v2EOKbEUCy?<Q)~``9vI|4g|+I_JN0;J9fC2lNb=O(tVhS8
zndBV^)utRXUvm|mZF|P;@!%CbBrVIWZFX%~!FsQFw%TlW8RO;hejDsbB`@Sbmrf>D
z;{UeMgzxfg4_DzF4z~>qo&sO<wBHn-$MjUvoVkG5*>toqU|!3rEi<kc%}Rp0RUncY
z-%weOL%S|3MvzPXG7tOPkJUL&p83lFGfKN4Hbql@heCEk%HGtIPjwr%9Kt`W5j`7q
z(%?X}lT;77%LL~_VabN?O<Gr0Iq&MdbiFg#ulBigEmN{?O>q??;e)HA(udJZ%Fr>8
z^0D3xS@ohn0aqt{_xXqE=7r@xFNYbKnK_>Czx-zVy?OuNfpPz^O=th5`~An_`{%~}
zk8S$PGyhkM@BiQB%k2LI#<Bm0U|c=`i~}h7w4SNH=(Q)Kh(s?cPLNoQOJNBJz`cQw
zpsm22)2TT83L5fw#pfky;SsL=l`lxhemk1k#^m}XqRC@8t5IEnwpgaQ(1wf0n@L{C
zrxiK5tD#ndZV63Is&{eOqLs+TI#`;}+1U2PUHN4U)moT}(;&I=ldOvh#I)1#z?qZR
zSFL(i9tTPV34-s!unyzXaI>){`*bwd4#v>l+yslT_ipos2uV@M<Pz8SIn2KANK5?;
z>;;m7z1$QzmGjQ5sX$k=^ULT4^lYD~nb2WMkJbMD+{i98D!vP`^Wb1e$ku~BGv=Bs
zMg;|&iTO4Hc}z>BJ$k#^Q|dSV`9QSnA{KR^!0B+(kL@mbnM(ThGS!_46lK0jfpyCA
z@JO2DM1AYQCUH3?{vj#qAt~b%DO9$S=M=I7&iA|3wFH#6ttYh-u{Sk4tzM=HXjwxw
zK!||o0W++x6(AL<&;%8>qFTIz_?8?gVR{j}3GzGieOPzwPVx8yjeLLsE<=dt6tO-K
zLrQA1%5Vu9eS{LDsBaF$cj@haeBYq?_}!%a5O0Qf#>)eavf4^d*ItK+u>|>UEu@q}
zEUvWUP&9Rd%GIt9#n33}ylpfll6``;v@A(+R6#Ff+_@+@FDp5VN0Etv<ML~a>A)8{
z*Vr=A;h?p-;Mkqkqgom%MCM~B?z^*=2+EMmlg+~i30XR1PPSlnO3j@>>%{H)mG*M`
z5%Tc3kx=Wv;uJ+Y_Pj)D5%TG2QYWfmn0!npAv>jMtX!;oWeQzNYHez}R_O~A)@&Wj
z5>hG_cn~J8Wi3(nWv$g689B;09vsj&QBcInnsk;9jj}yB{gpZ8Qp0t*W#f#LNL2UH
z;vQ=yFfwbPs<;H%w+>Sq4iqW`3YdFaiNWTs9jSuT`I|k3cggJS_Y1k{s?j^)a6(3h
z5<w8{%Lky|YZ|H#PAaX{J6P)W)OGe5HJ2pf>^2ECgGvG)$`uH8Sh_G^F>oa}Az>UE
zqk+$3YfX!WFsGod7$D2mK;od9)N$Yznoq7>c@hRMT0G~LBAdOV=2QFM@ucFA?e{w`
z9QJsxT^$YYz~lEG;@jBV4m^Z>b$vURk3g>fbey=%IIBy~H~wB-0CJXMP+|U?)2l19
zE^Nry@2|WjTt3j;q?Eipdq}D10q%G449D76Q6CFK0v!fHW$~aiBWrF0K6l3C5~zma
ze(VDRjyZniX2WB}hrbL3EJHab;I0fF1qBn~7#WT-+Ta`=>P59yJi_11AfruazMAZF
z{-uVVmuI^lY#FyRAt2<);#=A<-jDNU5k(3F$Cf5qjJ-QV>iSm#!}J0@MidsL%;x&(
z4C5|oRrj08B8KV!4cV^UE9G}u;5=lvrelRqKt53^5dXw`f3NBR0ayMq6=MI>6UKkI
z)@T1O*xm~p``cRo<(dD-dGDXwk$-Ip{zGi9Reb^AMEE(J3(PeMFkBtF&c$Yd40f#<
zT~J7l?Y)3v+>i>AaZEKf%FWftY14W+hDZS}e-M!fUPdxAvnl)455yy%)lBSb1XnyG
z#(PN3q{k%1Ap5K>UA#4Vp7pqP13ct*jf4g!9vf!p3JyN`Osv+s;4N^r{0!*zK5`yC
zR}_Tat7O<~Ewt6)jIJ+RK=KV<=jVxOSf6mb_paFr7rThjbzdDL!RJKmH@CF%X0<f6
zx>t0Gt#caAcR+kb>v3wu!gXVt>q2A{t_=Fn);ku|rMm8S7iSy9_QM?xra$EDI(Tgj
z&j}~VMvp5q)NCZt7B=>3{^LoA8Vp%K)qDVYA5`S5JU&edv&j3Ln~d3&ja%f3l`r?I
z8^bu0gv%|NQC@<Gy@W{+*oam`U`_*bOry?4S;jc|A~b>!ZQdYW-J{^Ch6<2i5gyW7
zR1&8ln_m}=ce@T4hrB~-HVJj^)AF&;I+LDYw+0P@eke0!FLn_3!a=|;c6_d{oT{gd
zbVV((3*u`2fVPIM#EQvM0wXD2guV{Yi%2R(lN9U0Knf;HnX00d^;88mkuHDQ9~+TD
zOz8JC%z{fr@sVCTFf%XWSgd}l>64|919ib(WKyp-5<=fRXGs}c!leo8Z-B@yz|<OD
zC!i$_Pg$2`8v|UN%T)AH);dljZcG6PN|^YSP~1)QOs>R7t=v*`VP&c?$hfC(EO9n`
zQ@9aC*jPr9>ej2aRQ8iX0l{wZG)?!R0TY|}_!rts1h$A|ddA3m9T>5N5?R*YQQ3u#
zJd^Sz9eIV5KDebW7S!NZ69v!2d>zdy3NB8QNeg+fe{`SUI@OAvdsC6$CZ1U7_js))
zTth^;i4ZYCDw&nIiv(48((M15Q83XKp8N*dIT)|{I}-ew`%^8|g!3%k1i&HqUe=Pa
z7E1?S(Rb8}tA6)rOVvu*1V-UqzClAZf03kK5jd$@=}IY=J0~@gU9{Fks{T-p!L>_h
z6c@&p?h5k+;WaG2kEu&s0gmcAuIL+EmbljFoSqpi59dc`-5kq<TV@KL4J^8JhfX1g
zO_9AGqd5A))8(?0vRjB-kS>m^iscMmpX>rq;)jIbzjM~j&IjWajp?*ZJ9NF(f?s_z
zn*&+MlkPcf5yqJQT5ep7{j{y_^Y~oi#<wV5O9IhDA2wUAk9X^I!%Y}`Ry<DI3fb2z
z$bgmySe*U9vJiBVk@NXne)f^?GRzZKt=g}f!WcyLWBihmpxI+Y8N;&wlipd2|4J#H
zMK%3?T!n5B9y&Df(E3!JNUAEv3e08q27LTLaBLg@L=)5bNRvpb=vD6q#V+1kk7<*f
zBbU1cr<e^_HwA>|s>LlCV@{g)dHeO;=qn;IOyKC3pSQlYLMb`>>$P<xdp3`%{OApg
z76%(TEuuw>r0Pf9?11CNu6JpSNzH$lJJov+Ot9&5v=yY!UDcvtEKbc`j({VANvl+o
zp=hU<M*GS7kyyB*2x~L~+tt+Z>&AnhbGpt}e$@;`WR1(_xA)ah5_E-Y(u7+bSa?~p
zhl%Fj83nc89}*2KvSF}12HY;@#6dGxOtefX<5Y835yJn7a}QJi+n!#NP2m}lCHaO1
zWN0Rcab(DT&eeP7NfvL%QXCedO(cW%G>l#|t!w9MG?UgRA1fJ94D+?fTF<yULQjcP
z6`g6+MhQ{bP$~9aC<*mAQHB#@N7*^$%z335wM^1JPQwP2Qk^S4S<9M>%`X%kGKcxK
z<d2Nu5_@0GerHNP5%O*Aw+AMZyBiz1sK+jK3!S{LsU_JbiNXt9^jY#R<Jt^lM7uY?
z8`v5s*D|iM&G7a<z51&0z57ejqGJiKgIM%}0VTyOx@SD?N$(R7&ue)1f12igZzdR7
z{*dpp|CV$8pKLLHZYcf`X|ewoB#`}2!P5Uor1hU}G5+vr^)D-}ze)W6+)4a3kvkC3
z%j?@4TRRdka{Nnw(Ft(LK|n8MZsb6qN$?XC{1s(|@#p;a;@nmN>X&n`U%on+f1(G!
z4Aiv$u>X3o^!h#9{~u-k%QWMcUBfRm#1}M10qU0o@kMy2K=5l<#Qw8@f9B5dKdw5*
z&$@H`?AMp5@(Khm@o*IY!R>yw*Uun#3Isoc+W^il(G&pTT>hy4PlM|JQ3EjkYH`LF
zKbwHhzqn-soL}6m0E)r<bG60zVqFMGXZZ;`F|zzD^xul{vQhp&C<gn#hyV}}_{EPK
z!1L$N^UppYV0;k<1B&soNe5*AvS55Z|9tLm*}qWOKV~muY-Fx4XyZzt`P`^%oE!w4
z?CjbEfU)&Vi-4;ACdQwY`(-)!(y@TNe>s$9{3QqYd!By+-9JfBNZ(Q4(#G_e@=c8$
z{zdqINCsXa^87C78^9Ak>407k5H8x-9xx`JOUVG};$K0GUP2KO&?`C_IJ(&y6VOYW
zTU!v&D;OI(5@-S_n1h9rj*}J8VXU0&bPVhqfU(NP@sgqq^+&ERx%|%cXHnl6I-1*9
z1HMc^udE>P^B?2SYX3=I|DtdTGe<{T2QGSgQ*%c%Cj&Y|8!LJt={E`zZ^Y?^<W%Vm
zENu+vt@IrnjqT|TZCn6{wX?DP^OcjMxh1`|zLl|qt-hhL1D%_`l_lkG5zOCwygs+b
zFA2o|v_04vf3^n`BO4t9C%|n02PeZnw8!rq$zM$QpWEZ-2>7!le}kJZ?Ez>GLw!d_
zOJh2t=bkq<1qhbttc@M%|5d-=bHZO4y&wsHb*PfPlkv|U5!81u{(1AQinzvG4QerS
zOG`z4YX=!6T0t92BLe#8yTZl}hW6&RjyCpCj2u5l0=<Z}p^cHbHGuA9^bHkktn{t_
zN)a`;cW@Lk)3+x8@KSndKnJ~CFakWR)2o^rIhp|&F%;7aZ~IAl|NfsD;ERdrMWFTX
zcb>2R?GDt>A;u1Pp5rC-_0M;nzw!Kw4G_wOg9C6plkUq#4Uh(y+t>i%JlO$bjpKzJ
z7#Z0B90u^IzyH0EIe;En0ql|W`3xA8%z#W-0anV-*Uv@yS)AwpoU9x_pW<YJdcMm*
zzyeU3X94gy7C_A2m-k;Hi2=R^IRAZMKR4^&N6X(^{%23f0!W&G{(sw7mind+FKzz(
zt{{K|L21%50_sZ345;W!6**ZL0OMQ&Kse@xZ>&u%jRD!xzi}{po-;X_0G#Q$ub(ey
znE;+G>4o%d#f{BP%^V5XIM|`+6&;PORG!~Z`<2Q9n6>ENIGeuoDgg_i4FTlf`t#}~
zzZd!eU{1zNfN}O;78EZjzia(_Q_Ask&ZGZ%4QN$n0QaT;?{KSpPG~iyo%pB5ie&Cl
zj~!kZ4uE+~Uyxte2Mi=@fuK>4U_w0-I0%TZ5PU&ZlH)PzNDQo{K<vS(bEW+n?5SZA
zBt_;^+ixsgikH|@YTcYHCboU*B=+i|5_z9+Yg2|B9xfN4cf9#Wyhm<EH!{Qb7xsdK
zEs1H~sw^o^O4g3D;MaI-Ivw{2RF7DZg6LS8X}_1Nrb9vKtk7;XaS*DuE+_uVT2a*o
z=5UDJ&C-B~9iyBSezV!*!M2=Oik;c*IhvB7jQn5%J~Mb!+-PIqeTp{&Y+-R!EEka}
zy(0rKFRNr!hd=DSSK7b54L*^VfZ%qM+~vKa+Z8{+$1=Bm6K6N2RGsu)9B2*Ty#|T!
zA?OC40M#PvqKg?e)C=RhycX>~`1<_YDL7u{9U^Uu+5AK8H~xB^(y^sTLlG;U!!J%w
zw0kUqU!m%B57DX1&&PCbWt7pnm;I`<XR@t?JOX85PmIK|3;<4eMszvkIb8R@l=)GE
ztH41u;DOq!ap7>JIVBMX<_Sr!z8_Ed#PbUNT<-LV>F7u1!O&&qV?V*&9r}G_t;M|e
zSMW89{C@sL^E3W&^z$oXiuWcKM{?^<j}2UV_XD;JNuOXmS{l33;k-?GX4`8TMpnKx
zmnH5l#qZf1_g%PrtvCbcs^+S9s+{@E-^To?e-D3h@|j_mPxTv_>Rv0IZYs5L?qGAr
z^d8m}a(8TfLHCxd_T>6ynfb|b>&#ZOhgI)woC)~h{cLRjSs-&=cK@!0+35^Bm*++J
zi4$ccnl8+d=-kJ#&>skb@ST1T+7NdBvi^q<xDbaB^O5CacP^^?5APwGD;Gn5jN!U_
zzdRG~?v0a;tj|5ejqnXoW%~O=9mM>!%iaSu0u}Z7BR9f3>)AU)h<O(S1s?_uFRhz$
zUT$vHH8Udp^+5-B`}7f<LaX{oET@#}^mUrTs4XL6S*A%&;z@VyIVP(nrvatGO&AOJ
zJ|qYY@*CQ=DVCbvR0HRxMU&Je{d&pjexv#%VZU*b@8@I*8!{jmvB&PMD_p9_re_yk
zOk&6Mp@N<DK{OgFah1T^4XC6!Ya-%(r^3#zZv}OoO}E~BI9AoS@O9He=&J^~`a<BB
zT;_U{9`CoBzhsB6LJe=v0I{$R&%4>IP*MU_NV<o%q>^kV^GVWZva`!vndH8KAHpJ+
zAZ@5iE$O<=>QdLkPQFvfg-Q~RpJKvcDjwZxE(jK-{DIA%-SSI$I5yi4tMd{)Nt>sq
z>p9`-_xGU|%~QLxGf(`i?klk_k54rNPw(kUMM<lDrzVnZfgu>u@40V$VRTxNHVt&S
zZiq{Yr;UPI#4n@r>K!d|y&Nv)+SR>$dEOXYH-J8&#db457e9)fLNDs`eeSoe##dn=
z&qCT31Zxy{gq!h0Ry&1sgD!~4-9(xPa<-3gBt|=qRz;kh{Xi_-=w<zw*0Pv3KYpOD
z9-W-b+&L?g$>t>4vnlV+u$mc{uqSomzDQTtWgScUsoRnXOSn~bl`{c|2^a}4P7mOn
z9vaL~IT`sP&SD>uP3V>>iJ;yB?4}&ok>LXSqSj`LT)TM1S1_Ie7Iici8lNOTlO%{2
zC;}wA`NMn2BNiVC32ld>JjylN^3ZPEo|Y&S@wkjg>8u<=&oMI!IMi8eCetWCFk-ZD
zwa%(C@a%KZF(_&C{zX5S@l<A05=+-?W=RSb^0*8PG{LhU-{%aUEa3MFaaCOq(-Lrm
zZIe`d{pHif%<sTbkR)Y%&q3fuIF?%t<%#O5DvRlqRBLjWI%Wvo!XvTe=GkG+*qZvQ
z84`4?wP~z(B?w3uW?}C;s=-W-@uXdp9nR69sXBv3T9g!iA|VV!X5Sb}ZFiXIbxw3m
zd0qQ$X$e*QKwHDj$tEhIxTNINXavGB(cd=LEty#|B{XUxLwp-X^7UuwlqNOi?)=7p
zb@d6H??=V6woBP-1+cW{!aY;>Wp9_3NS(4{no_u$V9RyV<P*#>)$7w@h~<6rQdL>U
zSr}h=aFmg=RX~}`AZjY<sE4(ZW~aDO_$kR&)P5z?sLbB9H~p~QNRa&%$w%1-gt7u=
zZIhFwI8&%ebvWBTY*1i3OvKnbJ${urPd@8Tjs&P`tPdS!qrHAg8W3-6A`{|}1~$H@
zsaZ<MXW~fBWq9?v{+ql2loP&IZBcU_NkDUgGTEzz$n$HYeC`q?g;K<AqQhd4xCB+S
zTVJLOVs+YPEm8^v3N?yOSDd`pkMv1>QRqhM#tial1P!VxH&IdXwJk7%{b^80P)9hM
zCm{0_;d{IKcElPP6kvWzTpnPk3Zb5ImYN#LrQqUa$DldFoqdrQhn!xGy>8rx^UjSs
z1LtZG$!9U!E}Y1>l&X(qF@ri29PB{lPx;M!^O=?Cs?~e}P&^43_)<~<49n-f{@h_(
z=4;kQgT?ZKP~_JG8*RQNA4qb+vKE_ZYt42~2LvRpP$|XhrPJa<(j2KAk>o#RjYK2K
zXRU#xbiQ$?6|X$voRe@%&tpTKCCj_0|7MaF_QVPR;31u*f+wImq~8^PV7T#T0Phnd
zlYU3}<H0Brfs8RbnJ3`zu93bEFCBP6Hj3QQ|Le6$b)W}!Z#uz^Apbn2O4uhY!sK3D
zf>imBiH3Zc7G$BxChI#?;(RmQwo6XZuJ<_G3r^sD&Xx<E=>(ySHimZ+<e?k$g6q@Y
zaQ!!MzRMsBN8B!e<U#^jfe->!d*+B(Jc@SeeLXqE&v6>=-Een}3#K<O7cn3ZT@3az
zF(6bqKZJ~~yR8cjpBs;~MMAejhChixS?>ZWCJC1&^7<MbMIb>=$dqhkhFoY?jBM)P
z?|G_y>L4CSHTOEQQ#a|g3AaN+Yv`dtq%FHGxhrtHueT%v1hf;|648?E61cmHci^M`
z!>Dkf8c76(38o76GD86}iwg$hD&vnK*O)AvIA#VQ%f`>)VrL<o9k27(1Sw1nq-i5+
z@eEuDwUfnJ1c``is$Uf{R#lBAX<YEE+WAaHWcm?Oh)Jq}&pD6N)outV1R0*0?1<Kk
zpF(AyQ`X5q1N^7cYK_&pyg^38#*WtfCVgHRCLW(<fQ(;N{Y7#{EX`T7S;CAxTHH}M
zM+#MC<K5*amDma@UG<w&xG>2E0gSu*QyrRHTK~ew08F=4@(?C<gwkdrYg=L==VYq{
zZU4Fk2d#I_B)%LNweDO)fv+b%R=wU8yby15&gw+e^a7z?h9E-D1D|ZHodkUoVUi2Z
zMEX^S?m%Cq<xIC1&+B|$)iA!&KyO~#g%;bjb%z_<;<{dO1-~fS-gDuLdb!N|=5;dT
z`MHI?FER1Z)?ykxJ)<Y|KeU53h)6?%zPsk4r->Sc<R;doN+;+<6N{*ec4IKtV`Z|R
zislkjpkXv>yUydD3Di02=W$^bKY|1&;AS&Whbs9EfdUIBh%>Av6#7qa7WxVK-=I&0
z?%7P??hXHNm;+hMEN*|0f52F5*EmDNk@ubfjuaw$JY2}hSiA}B5^Kv#%-|6XA|SxM
zpxD6-nXHtuL5_9~N2{!L@N*Ule2jvPj+%;oH^4E_u(>?B1{IHIh?R|(p>(X&&g=}M
za)0?SD$2LIFg3g<H<i05q_to+sw&h)tW<xwk$`j5V?bkJVo3vyYYdZS@ZpUNKLOS$
zM!=4dk<@2*UMR^me^2{8zP3XHc-gP4QD=+TYMT-v2HP&?pI)tW;2<H$#q9}(kf82o
z4Yk_s!j!&Zia7a_pRuW>4?V&feHX9kgYF*-!XWz!moZs(&k3#-k3LS;bQ6Y+0rRap
zC|>h<K>sG(sZ^)^XOQtTTqw<+`fBd^o%yrUFV(kjerr+cO$Z%_pTt`1y^OS3@dQT-
z1$aJ!f_?;bE$}r%=VxA=esrIeh95RD4i>2Lj|!k&0468MIZ|x4pQ3ZZ7oI~C{XEyj
zRsyZBcaD!>A>f?~K}Zw4$!2Uqso25L=&pCpwIq>XS4op=is`dvl_RT%NwmkIvjPMx
zTJOhilqKE5AUIyVg$zqdvni*SCxJSED#>R6QjMVC&C3-cj>44rcAy3~cj2af9M}>x
z9y9KpKD{JsE5M2pMF+e<r^9-mRExM-!>IJ|AZvD>uI->v#Wo8Nk2GO`j>JZ-Y1Q%b
z+#v<On3BkY&u!#8M4XQS0HpSGIJ=^4y?H8s&$|S_2(=QQ%nv`K`FwS!H^TdJ{=_g-
zQMw4NNXWgf$ZwW{9aA{{h&HxEp9vG@bm_Hxy1;?QVc3$aQ7Y_Klk6M?4!T;$lJ(XH
z<|IcPu^&1ie9cpY_>$RBf}&(ih&`vQ!LyG3=%^o+#*DMWHYj)K_Mua`IX)&M%}^BX
zhK=DBTomrzY~w4JEKGWTZp?!V{%lZbe}S-adBguyPMTBBq44^u0+&1Z+j?&U?VEsi
zScwb4=P)sJ-P<w}Zc_9)Bq8pM-Gl1DY%N$J<0M=2D9~hVSr^hYuPaA%KBXVR+ETh#
z^d(Pd0P)At6gDmdOE57ObVQA1T-rDF-0dOqU=EOl6kwCSI<Cf9!h-auUSNcr6y?#K
zo1j}e5$LfEwGT)IDbf=3DLy3$GRc)p<3YAJk&7^KFy1qjTbWh>YZPmma(OC>@M_&i
zAAZs)hik<NJg?wef4_(S4cb&LwY}}~Be>VS1iI0(a@G4D+OjHicOCc449s}=Cjxs}
zu>xw@ksgR<M;g2$KV%R{&aPm0lu?L1K64uE<8!qRe>#DaxEpX~pkv6AGCTX?K#SY}
zgg)6g$r4Q?BzYq#dK+>gY8M7z=M7_AXCP%sp8{Oplv5I&7H>H8E$qN5s<tN5sl+Lr
zBEHLOc-gGaPqMfwy5OKDm2Kl!Pkbj6%pg6}Ck_UnM+QU{lom4XhJ2?I<jxpjaDE*{
zv%4bN;EdUljQT4$0fC-)LW<eM#U`#1=$|7tmAl(GK|obj<$ZpLA~QJWN>s3~p23ao
zkClXiH4u*42Cjwq5Q9PYrsT8N<om`?+oRB`u%tu^NT7tj!zv)a>Xr)EMIm)8FqKe?
z49g=eLwKAKE%_jbAWZB3gs=`*Wc*+l*}<ju>QjfGEpsXM!sKXuWcfz3sF-?0XZNt{
z@pgFT2GsoQ*fC@@FFo5{2PenlNT{qT-gXy#%CJVcQgBa;regege6jH^ZE@9kSuuXW
zBcZbNq3RHRGG+~?w&ePu>HN7@y0(h2Vg`-o9S%}v%DaeBRwc{<t<wF^o{}a;iPHBm
zx+j^Z4v(^3<NXw4({EdHU8PRiau~#j*E*wLL&D~fu@O&S^Y|NRrLPH_8dEu`*_-T`
zYz9m?aW;;BK*t$B2*ZIMV6)Gp_T2Q~R=``SxvU~zJBA&7_})*9-`Q2eG<Eo%)}es*
z?tC|7dpiSF)7i#-J(!+7>pd-fij(uD)xi0FG+b&F9Ag|9^j>D8WKl4<W~SNIc@<I<
z0Zj=$`Nn~zfXI0WJc;6>r`jX~XpDx;Fr@|+Rrpj^uAxX89GIO`&YLLKWZ@@b+{^m+
zS1Yd`_rFGz?O`UhwdA-th;1maly`bw+;bn7=+b14HiX9)K@Vmuo(SMC`<|XS97y$H
zk~f|qNVB<}h52n9Q(Dt3TIv)VqTu8tmAZZZaGnh;s2q&04DC+zJ|~VGn3Ab=J%Jk>
zVJnwzk4j>XTnW}h@zy{=W*j!qCnkP#h-}=l0eL*HgeYaW?Of|vcWN@~#{B7#Hg(<O
z%5f2NXyK!t=P}G@8_)J1(Pf8`3T3?b#iH-oCF^)d`{sDww=B(=#?h4Oz?)Db2NLtG
zgP4*_COn#joU_JADfB`?QH)2KNN7j-aWF{Wv<#t=d{*B}zKFaxgIP7Y+s<!jsJGF6
zPtK|zdi;8nei=v;D6RP%p(UYVC;Rw;c)c3KE;;x-W?XEcM5&V{Z^}{%w0%h4*m89r
zMn?3!j1-9gin6PaZjIO;&r}~;CL+0`W#Jugs!Uu|n(RkOJ|v`m({}s~h)HTZ&FDr&
zjy=(?(<(<gZX$DQlnDi9YS+YZW$}q~su(2gsCSwW>)9N=K2mW787|(S)^>npQpH{7
zwE2&uow30vJ4fn?OI+LH_O{A0><moN?c3-t-lCf81Ro`vNak;caX#%6yHnfLcm;VS
z#E<VnklUZ^+!*q7HHgi){a8j3CZ3;nO^<2;EqeEMYke!2OQ^_Fi1Td=7qX{w=V(*Y
z6tlKAek<46aY^B!Au>Pi86*A^3)4CFg4^We_t~vala1I6U=UH5B#CLNmc9~kt*3`=
z?)b+{CWX?|#_$nOIuZ_UXVs`Rr1Z_1*-FHs9M(Km_h0+4!cUc`5_0BK*z0r)p^YXq
zfM=NQjCJKZ1S>Ol;nm9U-lve$cExW{*+Ej$jmNSszPlOgRHMQ9aKZKDH00C;g}%|l
zd5HqfSRQZ4K^ML$&M7@o*%h5Y4u>4Msn3(q-=&~IKuaAile_ln^)w+d@=*3;Ll2GR
z6pt_BrcM%Emc&KV4{?m}!fj<j;ttFlLXg6FSsJ_S^M1~nGx@vCw_VBDPI8N=SUQzc
zpc8cPE<&nCneH?^;PuBUz3sPW9GKcq2LX>R0q>zzSmP3AriV1#j*nB043UM5rDpIT
zZ(4P{e+05d@=v#4%)9L>hb!WGXyS3i7p3Ydth7|RZsog3nX)b;SY@kJ0k;~v&l(}|
zN?)JoQc@Ph$-GY^kz`A*%Q;4##jo;XrNb5F$M4FmU>(j&mhknGK~X=p&%q(c;TqE8
zZ@9Qwswg(aE2~f*%{r3cu{-!O#~fzkx--Z88D3~+t==!i#f(%cZe9gbxO-~=88wx5
zl<KxyFdCIxeZ-(f<0BC>B~ve{)R!1z{a{cO7;c(s;oWvG?TbG3-O>Wmw;S@tUQS>8
zi0SqXy3Y)%+`1Y2R7Y*wrw3SBcf<zeACpcT_8eW6ySm<3s}^Wz6Wq`pdxH{&1b0yl
zUP3AzP*~Etx45z3GbEiJIP>rrAj2sd{b*7EMS)XQgguA##PN+79*$;z>rY`2<-MMH
z<bF<7YwvaM5k|GxuFoA!zYr}69;HLmuLPrlSIa;q+m(gR+r~qS(|K6oFSHhH7Igca
zNz_67X7B`|JP$e-Oo|vfUK$S{^7Mu(L#jsdJy&`meOXYvbc7Q2b(mc&uQita^?C%M
zH&q^9hX3uuL6H9wv4Rg8Qd&M4N@M_9zeL47>T)ho&QKwm1hOx1GrX7b89n)vxf*Xx
z&b>$Y9`~n#g_#o5xv$%}<Z^8{n{$do=S>N%hIdJQCEFuaberI-HX#0?1Q|&Eywaaf
z^hr@k$6;cWZR#+`4K&`)_Bx4K>IG}U5BAIRVmhLsn3yU8WpQW|hu(1^H!sVN9=v;(
z<>A76IdEopm)wbeh`As|DlmCy^*I-@PG30LXb=5BfxiPE7A`a_-vQYp^Zf_oc~z}T
z*^?s0P-T{yQcUBl%OsNUG+xbw@2v4j-{1+v-k&XvPB-Y!^xCv9Rr<V_!F_lr+yL3s
zegCRpT(?UG;r+XYTd<?$fRsu!mqHafF-R>t7*Di))(D?*$@K&qCzx8`g&1of<2z;R
z4&+p4_>zsMlUAoGYBiO{g50vk5Sh5yPni#!4SS8LJ#+?}=XLIb;gKsV(~-3RJMNr9
z1axW%#Zs>HZnCx>36)Qn><K?sQ<SG2+i>a#SJa17CTKIa>iIR>vOTTF_W~(`r|AjR
zvLEvu7mL}5g6)iJGc8e6Wr=eGwIsKPcyN_xiO{qp36e@1E61{c0ah^Sg{lm8GN<n5
zv))wQY8?4@`H#d)V(!)fj9tB-VRUS2%H^JFALDdv_02rK9om0hqLart;%OMk-x(@a
zfh6f(>yKp!1EIxh!sBN26mT##y;IC5?9$W`#kTyhE)0K(NfNsW!J#H`%5}s}(FlDC
z<LCA0b^Nvk?E99#xua6}S~MD@d9*GQpGG05_&yJd0MsNz@!-TGms0GzJ%e}eg0}@)
z39#tR;l+0q9klw*f}7I6W7vVaACLHBYOZkI?-2uQ;*GqOtILqMkFt6a*?8^IQ@}gj
ze3@|HQaY9BbbNI@_lTk}9jXLtf1I<poab-J7C3&u960<P7xKO6Tb6HS(wSW)y<*sj
zB%E`fNtpuBv_vC0FsWpOWu|<`En;EpPm4y`NWo#bgpJvXj&zx9x|dcW`CVF|-I>Os
zK50rOZl^as=I><L(1C53Qn)l^xuCoe9VC&GAU;p|R>nnr{3X?blF04`0!-cP4aht0
zF_C5lXSULhYDGf6Q@mY=whmZ&`Xf;3qrA>I1y{6Py~X8Xx=W*_7}%c0lcO~Fv|X(n
zi&CAfAQPWT(}pt)_zmWDV|Af2V{2ZMuT#e-eg?_wH(ygc4gQjDvb@Eo&$q?lv-Nqh
zWp&lfrxL~iD+u^Q<?E^woZb)d$gZ80QQg3!rd8PLV7lo<Z|Qpy@UWnFHn77l35eFH
zhuL+^vatAlP0|Ci;Dtyql+e4vZ5~j{Rc)%O`0?(TbMafFCxYKr>{tdhNAMKU<S!F)
z^%}8lRyN)z_L2J1Bl1`eF>(>OzUm=_2>Y_3IBXu_WQ)T`WEU3s-I2$18WGJ;m<(E#
zRQ-DZ^XovyWsoM8rfeHYj6K38wSr@IRU%%jlimE+5BrsHcCrCZe5;m*@Ol{gN-mwS
zLN+zQp}a$qGx@ixhI^qFE3Uxi;t6fhvLaKMdOpB--f}ZOc)|=H5T*6Npw-^I#<bJ}
z2Y;;If6WdSt|JbFpC^bV-MN$U3W*liaHu~DNKucfJ-g0CxpnMwV_lV3*_cLqTXBAb
z?sRp5F)hj)#-Xk+4vaKDnyV@lfeU(=i*POiuv48>MP2AQU@#Kc*^nvvu#3PJ*`OLH
z>|3yvh~HLq=1SM#zKT)?W`4lqRo7tjzM0rsOHG|AZ7ef63?Ln33e}jIdSDNSKq3DJ
zjhh#A>KU?PV`ur7V(FiHF+YLTX8`UG2>qWBSCO~UvI<gvAg=!aw*FGe`3qY8kHJ<Z
z0P6pDu=Ow4l<h^GfdPONGQS+p*d_}B696N8PI*2v0Z{!H%<~!d{B^t_qfpORKhvI{
z`x7l?1E7Db025$#1`YytfNQYlCs|(9S=a%<A`>9x`2eJGG7tc?2B2Ov2LSm!W1#>@
z768Yx0PxcnSQhYw=QBVVh3VyU&lhYjo=*SD@EKNp$pT<o@%#xEfOgVz2EWr^ssSkC
zOFH2Ej1Rw51pwi`oB_pS257%91F+#|toZl0o-yHHzX8SijUxY*?|=O3zktdA@tc2Z
zR=`{T+b;pMcK-g+=Ys!ig6C!cv^bzLf5(~snN<Hm`2WP2|A|8X5n={dnbR@>6g~hQ
z2Ec0>IsQL|m;rtI2gJ<qH;DO}K>mc70i^YB@flxI{vBfG{AEw`8)63N13hah{C61h
zu)Bv|TzBKukjKJZ+p$jUFxmVPjl>6;xhPW0*FH2p{;7igK|t!_1dtM+K?T3)O(F<|
z`G!OzMcc=1l(`m{1`%c{Q>f9$8Pea5<9STs)$v|3OVVD{c3QWsv|uB6d~<l@^!7|0
zx*KU}NOs#!-nrpzPo_;>zz&K&Am9lu)zO`moXR{Y^dC$A)L?x=HrQz&$8T+^UBjoI
zK;$1ZY%$}+LN>S^35lt@G$pT^NfS%WA!ptB(I{EA(@lEvmbQU(Fu?SL_qZwilh|?U
zC))>~3#W$g896V%Y8RoU+knk8#Yf+>q?vFl&6uqigBI@+Cx@=@XSD$c8M9<IUJiME
zBZTaTu*o7IoroVn`d<+)*6>6=D%`Iz%dyEyc#c*o&^<8Qk+=UCvV!O9=R5Vi>FE4g
zbxr;49c-JN<KEc;*z%;MbQq~{Gl?CIowVlrL%8NaF9#x_I-7>J;pq$;-cd^3F)_YE
z&`kWBG~%w>)hnf&q?wFd57|lIN##OKxw8RE4Uduw6m-wxgZz*5C!7BEzOj)W5f0u5
zCmwW{bG(`7D6U?ijs=CwH4W`!H8xpOXMJCyeN@4(+cE^@=qIjjmons<$=xFyP286c
zO0HTW&Icl;GvJ$`d6)WJoKfA~n<jY6w3T*4oYME!KQ)<cTaAQSjhvUsx->Ieg-%Xy
zTROp+OOUV{E{U2--Zq6(9ywuaTd;F1S+F}=$y!v^q!MF>4?Byw8`g9!%^kcmt8T_l
zac9rxWjV80@e}umzKuQ-`4;ZTu7IyVuK=&Wu7IvUuCOLFSeF5wt1-%#*V=bQyyOu&
zQ-i&0o!5p{R)}5<UW~m(mnWMy?W8eEmDl;bOk>nOFNIWNlvdn{-GaAH{A0s<B}hN6
zbDpd-M+nZ01RUok0~(hjGOmJ;A3Rqdh?q_r51$?$x9mtiYh-^y&Amy5+{k&-(k^C!
zl4?r-nlz)jm2+&VT9|0;e9<I!ShTc6F6*hU8A%*-Q{g+_Q<Snm`f+#hsu@Mp9L9Z5
zruHTtlUxpZy2y{O&j=etsye^iCn-5u44=g<H=w8*E@}(KDfRj{2XLg7GAAx+FbiuR
zI9FhIry%=J;I>{hiH%Anf-xCfoT1Nt)nHEOfl}Xo49h3^!GCWi@ZKLRX6F@CZhQOH
z9=pqlJWaf^Vut6v8}7cqL(b_Xt(9u~ml0KHt81$c{JT10#H#c;eex+odkrn`&8wPb
z|1i(X;pi=-jky!=o!;#;?<%M#?###I_ER?Nb{`g&6xm0=Ufqrh<VuOi*avZ|r`6(i
z?;E5>$HN{V`wuj|y5x`61njo7i_Cd}cPW`7mr-v{S&nc>3Qr#7B(P^CWhY1-U*C{E
z9_f!NM&J<17(rjrxFx0cJ0HC^C#{G!?aN)HvIa6G13o8qN3ntXf&IC;(NGK46yWEF
z8ZB8t0VhL?g;I&5ihzTVpPs>Mac(i~fbo$gb2c_P`bgFxzkmbRIdwXx&m?v{Yu21K
zhT;bfsT)fISIxFtBH8NYji=O^*r53eUGKH!mXvOoTKh%R-2yys<|F%7SUaVu4mEuc
zqDScjzXRIckF&f}7e<57w;o}Y8bybqQ!L+NLT=H#MI44$Yuf73Y=%y$m({kqSIrcs
z!1!&(M$bnr$98t2cP_w;VEfkQXLiiD97{|-4}?&TItW_~jE1T+?$l7Ly$cp`o+aAI
z{8+vbahS?2L|k~(_=whF(H{tbr|7^!HXLR?<=#46C9WNIaLJeH@@|$_2ufWUn_=c|
ze?MXN>opg|g<GeoDvNTie@gVb)D}jdixP15a#!k<mS%aA$m#X(nI9V-kDRn-hD&$P
z(iO@Sbw!4df`)riYZ|-{wq2C-*gVwjX3P0(4#s3yXICz&OcUs|Q&KW_mXz1TL~2gY
zs5Ax$cc%!D8=}IW8ZRD0ZnwE?EPG4P`oNx?t{6J*oGGgYDhS91gnJd<TR~gcKxd%Z
zo*sQ$%DUXat9y{nsm+1(Q@!Hnt+P-C{Zw0?!3wIIff=gwiCm#IEO<y0=ww8L%ia7O
zXc2LWyRIg|fJe>h41Id&>k^dr63utY$t?@jcVZQ*g5A@pIx{1URpM4d&EK$zL*L!I
zHYVX>h4hzCcT3NnV5VfUx9_Dk7#P&AUme{t2ajt!{V*-<UePMXZY46N_9i<p$#1WA
zo-LPbZ?IQAEN{w=#{G1!)7`#*b93fWr!ti@Q<8$weG%KdR5jp{&=dEKj0<$5t2WR6
ztxWQQ=^Or-?vhU;uj~9y-wcoAiUU14h{<6<D`;<=jf6#~S|l_P_F*Mdi1N9a41jIX
z1>l8+g!dQuIH93d-J8wq7-F?}Pzb7Q?c5k}TbD>Av>L_VQ3QhkV?=5=?@Uc|N2JcD
z<EkEOd9=<%c5oJSGK)#4Ivnb%q}7KMP%`e_+gP)c9QRr>Te!0Kl7ZT%rJ8cSe>IcE
zl7J-OWvPcAux0v~gcKCaTDX`m)fxh-;v2qf@N}P=Fzrh1tUc+w89$!E6tC#D?H${B
z`h|{?QKO_jxI`54GzEJ@F~p7;zd$F{%a-&@1yHrFB@v<ZD>knWpZ!hyP25vx1iTPO
z!nH6FK?Mgu1o3+skpMgt&m8Zl0wEEB$T1dpeKJpnXp^8Ee^oBlZ@qc*RUng?sQdM3
zA5d`^3;}KoSf71|>?Oo;jL`jL9+oNp^5IuZ2n@VObE3)?3<A2gkNzjEaBZnHU$_Ua
zT>z0=%)6ZgY$t+m7j}1}D{Nb_Z*(XHxaOR)KQ4Z7;GV$Y6FAyBbUohP<i1WI$xt~1
zar50L{jqlpX|zey#tmHzwxaP0k(815jWF?e8HLB%13~Ru{{By<K0zE(K~S|{&fN{Z
zOp+Pky%+6KCrlVuI5i?=(?bQfi$T#6C#8!Cs7cL>g^7{i>GKGVG(zOZ6sneh>nAmg
zrH{btjXog}I2Gqh{s58pL7L<vi7;6-5mU0i1S2J(VxN+NWI^<9UYKwnObbAZfd2kT
zIq9Zsdq}X@S81I?v-RjhUP&J))fmw?f#clB3DsS1TgAqAM<}`--ic3sQIw7l?dYaK
z&E1(nPn4i}pc81ty0?O{`SazN6JWK+W>2N5rTa6f7cSpN_csE7y6$=u3=>a;6vs+g
zRa4pxy_D+*Ku--%+bPv0YmgMZOdAL7N2t_3mEzB%eZ#BLt{<(Qo%1$pU&n}K1F|46
z=!zoVn?zWzxu%)tkk`6#4-}`XVSWQ97xO@jZr(lzUS=B`7L=A?g6hb)Y{H)t7fY;Q
zdp*HGiA_fhBTLg)FZEcOmLm}>^ih_NJ&;;K@FQCD&>GcYCT<Fk%Sc{-%^j-P=Q7rn
zvhSq<1)T#>S{YL5*$TJkd@1SIX4mxaG64C%5HWf;(TR1foM>y~ScFV;G6enS23G^I
z+7cKDUk3r*k&}8zV0Cpv@CiyvIdn_l0*7*+k60yyOxog&Tp{?q7S{*Cz!?rcJ_oC|
zo^wc0peOiC{{BRi%}OOOfxcbF`MOn#nH+>;vu@4?K(KH5X+c!54^<=+HY>S>J_@*S
zK7DUO@cb@$2GnNPJ9cu!9RcqYFP6Jiqf#0K-UJ?bJZI-wX|X-<?KGKMHOR%gHNc`f
zA6;i|ocDSa%GqjWh~nu~{wg9n8+S<vzC2C6%>Z=S*x@rd;wl#-7?hppxduBTOI%3$
zwq6T^n&iNMnj$H$6U9^}x6if#L}{9x;!XilN;9Ry<ZXWg5BX)f^gZdx5b?<s@=AZ(
ze&f>dQ?Kbc$6YnFZvFb8^QCdRz#`YB@m4DR!hP(d**FRBFl@e&LVy;liMz`_E;d=B
zQ+=(w#>vIU#swswnkhkmVZRu)xwE(PvBOo%(|r3=%dW0`mkAS%G$L3we}{Mp1;AnK
zMI2JPY_7Nb7gvScV7??QhyY(n^Ojl$@hC;+G4jxgK2u0_Pq@sFxxq4yqmzzu29pf$
zR~fkRWi9o1)ffy4rj?*Q;xT=OC%QqX^J54wlI;^f%1GaQH-*?sR$xgF5SvCe)X3xy
zuu0bBu<D4QuK{itx|)*H`CRV4q3>yjShizg*Eq&I$=H@@>xoc?m7%65B!o6jk8DDB
z1@oy9k=YRQ<`r)&xP)}|iJ0RXGeu8>H`iQcHv}xEmwEEWTj258o$57ELh-JOI5%m7
zsK<h^u|z80$)79)5%1o@#jIHwnQg8U6bf+g<N;~Z(vcZwSC6rFOZ%9Focr7%W0$S_
zRAA53&|=@j@cY@Ze8E~lfJC1pG7hN`Oe;hLX3@kv-n9B(oV^2Zt--eM8{1j2ovhfl
zZQHhO+fG(&J1e$r+qUzv_c{BXee3O8@71ju^ZQ11_w4RjJ!{UdyZ`+gp9zx-vLL3W
z)Z1g*)59;hw`lICrd$?<Ts2NM3-UNeg5<5{j!M~c{Y;p_CMbk*yC3RV!ga+v2eq1l
z!Atq#*d^S~uXk9-T@qQ#EsvKQ^@me7b+mOnw<>$X;gb(C8ZssG+%?2JuXnWJ+p~?d
z-$I>Xn|LCMScu<u#LNbJRYAw?SI6dnm<SsKzm=I+_e$WqZ$nnT9&N;+RFZhZecHrq
zjqbRLX1lcKZO+6{!p9$x#cL(e&2&<t6Cy7TtCa7M&Q&NWpKIzAD)_XJXyx!L#X`g(
z70b_)upO}}aXR`5paamr7ztHJ1F)k)0#Hq01bY2QNQB1n`-6MUR_*i&sx>6uCXj*B
zkS7R*8uEaJcSluBfIrj|io-BCLpP<EAH=784s*_yd9uBaht7sgxSsm=`xU`svU#j^
zyu(#^UGJB;D^f{3Xgjq&&va@3=yKmIJl5K_9rT9nx;#H`YIXWlWzNG#fBdc=NWyf9
zWlp!RRqGocs>Eqne+yEt)o^?_HksBEvGw48%W>l2=5E+Fjyx%MYU03UEZ-Ju;W$-E
zKXW=&5ts|cReyS9%a(W>bfU?AOju==6sH^Tz#8n3`y1W?I#0}@wb#d#CqEP*RKR3@
z@}aK!PHxUX|5h8^CM-?_p^04RlvsCswdH*7*|P2X7Dz&gx=HsnH!9loeA5-OE|~7f
zS?TrF&OA%qpp*Ty6rb`XzI8I?KHS}UtE;-*>~ZVVEqjC??jg3vcoGEB2^&*D(kRsP
z$A06y13)mgb%pdII3FTOS3<P`qt9~?h@Ma-JRpoF?>23pWCA>Rh3_#u+mzyA>8PM>
zL3Mf?<(hLW{>5;nWc?VrrJ;=ho_XkxBC1|8b$n)JfKlpUtx=0cKgMT*Q6ca^%G|b|
z6{~{?KW!o8eUNcq!ULRsLlL(&rP^ioT>?|aQW+7b6Ol$CUwq0~hty$ky9rLHx)MZN
zzV(=$l0Opv%<OKxewZ5@0yzjR{*g>`h-fwxX=1;ORl!@~8`_%l`|~%E>tT#wu2#h7
zfyACwc3n+TwWX?c#awqp@kRFAD}2s7!|gR5>7MVQk4o~I{U6iEDo*uol^)zGAY5jE
z<RVcc%ZXCD2IACvQS8I^o#ETq^d!BJYF63ibE(DPnJo6aaL3=K<;SbZc$1JQDk`WU
zM|L$ttez|mmAD@RBnD)0fjM5R4DU4@XM{2u`POq#0V*Z?kNL#CX*XW1qL;NdLS*8b
zm<G#cVXdtB%a%?_5ZJWll}X1s@nKgeH6n(762)zMBqT3nWyVECMaD%0VN{ppyjPiV
zV;c^+3K34tzbwWok+qnv_dgf-+A=)bq>p8XawD^kIep(9>+a8S-|P%fRE4``#A?~V
z{Zdo;rj5kNA}b>&eu646+u>-GJ6>v=71ck6B{yi48Pg7zTo$R|Fh^jHvaPC_Yn_=t
zIkB~PzA<r_mQ>!F1z_qF+&W=~4ynzzpG5i`R=AZV_%(#XHKZ3xq)V4d_mdz)i!q%6
zH~)5GSRRE-5c))QcDOxDhxLYAP8lh}@_E@Ga>eto@BbS<KK+Dy_P#G!!@b4h`9)L5
z{kF2^tDbSY-_;bV8N?WVxPHDB#hYCUQI&~no<6{Zcof$PfO$#m9Dj$$cA}qt$IQk2
zlqu!#9hc+a;s1oZcft#&Xo*~fvQ(5|GRab524Z|(gs35`c}nnG-jZw)TUNg7H@3-=
zfbxa_Ktb{ZKAfm(Ib1KnYyA+w2BL1>i60{I%(h%!>kex;{C6DNE0ni?%4bN%*GFh%
zIAi0BEF{M{YfGopadtlPX<jq*GqKOt?KM(&04fe~mK(&rzQ{xz-l*J@!d88%nseE`
zLaJCal9iW53DZHHQ#=}Da!m+<u1T%ZW7A6qkO^!_yr1v~3vVIxG93Gn%nsZfG*jS~
zor|`&;dWm(S(C0J!_C1E<o3GmhA%i-Gj}4J%To@bf-2q}ThM&!H(Rw;Uk_P#XN_4(
z;^-|v)~BUeqQ8;|P(~-NKh3XFDr`hHe!3ev!L?4X3W#mZKQ(j14;?wnE~l`xm;|+M
zWfoEBD{>_sPV-0dBY*bLTBCuzEVzb}ho&7WYC0&J@uaET3F>ypEw~}@mLoNsiLr0Z
zpPHeR5S%JmvXy_KL`{8$h3J1bYAZeGe_3dkQmD^9F22A!<PP!fc-_M9@Wqlg<3+cS
zy$cVNS#(Db@z`Grc&FwhK8ikIlM*f7Wr0<<Mq)9Y7Sh0;!zv!L#gQE8Da5WyHSkS|
z^%x4QW7%rG?nSe@LEq15S!3^``*N)!Ys7lEC7_8910^M&m+zfYgwS6d!vi{I?Fr|A
zuVN_SzzG$;d0};V+btX-bIc{8m-q}yDG-8rcMrjepS032-s@D((_IljYgO}7LXa_M
zqvCiO>R)g+L$2nLw4mk*e>=Smh@2k0r2OoEkbHnPiV>S5BDbgtiMs!RyA_7yaNay#
zdFkkF(q$)V*3F?GF=7Fre5TrBO3026-j7N`kKWAJLyHEJ|5>gyzd*{jkWQT`+Ks~W
zXBDFyj3y+D@PNUlzsWaZvIv_IZUv(0TXfLQ8nFkHPQ4OFKBF0Uz@%yHISdh)*dig(
zwveU>e=<*W13q4m-{IehA@Cd^vH~f+IUHq0j;u$9-f~O-%8K@vL;X&Z?DoRkzcFn5
zL|FU6UaKY=M2w9=3$m%2s$M+PbE*=m*mcJdS^tC5PFyT|E099BW+r65-LwPFMy0+w
zsG8GRe{m@4?uE!4Op_ZLHDv%si`Paj4H}~VW#UtK0<Pk*0+GoW1O~D6wU3l+m0#(q
zG;)tE`BKy_(xqPF?8KoT5TfN!0!_2$R(_}aOA*UO@iCr_vEYgXRSoTtJSGE8fhqjP
z@r25Q*xqn&aA0+y>Vd9v*I*Aj`{NYPOnlGz_DaZb5BqCr&YO;z<e`T$+?D6^d4RL=
zX8+kd?zM_LiXO2guakv=B*Ad2Vp-9Ex%WnmlcX*~m#}&dYhcnK7ah3?U4&68Hd`8u
zMafEs5uT?G02v?h6=(ryy+GrR`=N-HXZvePw(I$6{n~n)!sdN(=PA`ThWB?zO4@ew
z6VTaE7)07bn6cx?&`6~Utn=6%xJl=x)zY{JnJo)4)k~X}nH(6VQjs-+WmAXBb<!&k
zBXj0wwh&ANYh*Sbw}A$!Mv7;Xv6;3+n17TJu;i~|Au1KRSc9cmFv%Mpim9YuzBV#(
zxjnC+1y!n_(**5%+1)nVT#myjZSMCxxkKj;CDU15Cb#9{MMbO^+e#{{B+cJ@!Iz@<
zcTeADn&zJlv*<Qj-G%hLK4NUCY20P*Ca-H;FrLhD%E%vav0kX@cK&nV-cH@Y4%BuJ
zgG;*V>@*E>@_oEbJqzz_x~ZE6E$h@}5h`d)_($PU!bfbPZQdKmVcv~ezg@9h(a6l$
zb4iJoahq)$?y+-N&j3zi)01oA>|PCsD_Nf`L8NR+vWo4$d%QO$|Dw2x_?Ax&yMz7}
z=BdP*>jd<>xWqjF1LvEuL9*~dp^gCym#e%L3zr)W#Mg&UKl~|U|KRn<>Sc599?->@
z<o=k1a_3b=1Q?Kobt2moQYSbCjQlTDF1qkYb`+&z8m|#CzeL0hb*U8X<@WsT=q(XE
z*ULuvHI42)0!cUb)6;xx*Wdia%$ARo5*Dso+6tbtZfBR(kU8UbUe1rm>VemzV9qp@
zJ3-qR0aNB3or(P9Wjd+}NNtEhL~^1p(GK;9+VH{Rv?`wNTC!aa#$DtVoK7xfH(1>h
z5Ecl5`?--9F%7sS?_-PYg}#d07@w+Wr`cYoB1xawY^OS@a0z9tL6}OBJNI3MNWJ^Z
zbh;+}6^*>xNj>4+#Bj-Q+8pxA5nsnux#QWTvc!QW%I@#u;brirjntN}-IA9i%5L9F
zJ|+#fWn?ozjGyQM-r<$8N!I&jF^$T5J^c2YNPw7xwMhmoJ?n^L1WaIiw!x=6);LKv
z$UVvyh<6`i2Ss@9p!|*~ByggV5(vG8DZ%*@7RfO~Lk0MVM-IQRf$*V@miI;P_hq}p
z@j?O5QEa=B^b&+C8W+pGznu&J29~rqSh82c#Di1$upVCQM8iPvwnu~gMP$*fnRkUI
zTqBpz$Zpmo0-Taqk7`t2wm5JS@n0s2LL;H%v6?y8H*87(qt#CZJ%k+sLg&mLGW+%G
ztOzuzL<zA&0FV%epp;_X4$}`DO~C@8{X}3QJg&0PNQpXL5wT7|qr7&i9GMIA(<Qa0
zZ=YDgq!xLXGjN!LEjkX4eX_G=cp4OGSBM;e_nY*xn7c-<C#J?Tcxn7u@b~-+qiQkz
zsGkFBZjceoLD@*TiAcMA;1=IQN9mJx0WuvYy-9!&ESQsWMIs-eiy|aLB0hw7i%jjg
zQ$Xn<47y@e#&6Wlm}3|X`JQIP-wS=vC(cL#AkuW8ze1sM1n9ITV56Vr5||8O9>_e4
zlqH%>nJ?7VN{;NgDyRpwgk)!BAMt>Fu2XMy9Ts&->ydLLH|k%eX=nM_hEQ(3s=2<P
zo+YnlU%r)@^%h7iM>E7AXDxX3b|X~!<(<OKc;bY}OUNBGbbyLLx|H^sGzLK2P|PrR
zLx_YRt-%XMR)nOGMOex%@tAux(ss@_*hKu@ZxIf8-xz!jy*|cLohUV$337V92e{)#
zjH(>?-x4_Xe*)Pc1#MGHxGePdL<X(W<{6N~Bt=8QH3ilH9CV1l5!?h*|LGF$tE1%h
zIyT1Ic0Md@y}Vl}paZ`V(qB1o4@2_S+cAufc{Oh-u9E)CZS9(2cK^bym81208=p4S
zH{&)F<}_<pYst9(kcyvWM4gZ2<CEshq3Hd&Wu;}kEz-rJr6dzZolvCH>%&L8Z8U`;
zu6hObP`y*>*Zs5K$ydM~?i*m_I!Y>Ki)miH!l?qTJP0U{vavRc;C`UQ2XfEkF2g`6
z1px|{2*JWNNI_YOoGBg3Sx5M(W0J-NogiFz9YO)16Pp&3c~YU+=z&|Lh(vwk21ZSd
z!`p}bWehcU6DP+ykGI2iCw0xWW{SF=hrZ{-P@AI7?hpw_05WULq*_;H#Z$`PVHIhw
zyPorGXst*zGOY!qi5y+6{Gq=%aVrQ%fsh+(jbbu^D>P3LT&6M@2)_iVfIW`6-W51a
zujP9<b6M;iYEFY9-AzflC@>n62Gv(&3wo+{BGr1}^SPEyFh~+V)o}tfuet7g_IS5-
z-`0|PPs(FLpBnwiBEMb4_h@aqb6+fFz?O69N_f{@S^FEIXL1lkX2jQI5QtW&8#XbD
z(_KW<gjW0!brdI3=%Nc-`@^WE5EDtP7*4U@-7-65OCI8RkWCrlAy!E494vw#O)Mi9
z2sWw1mvB!>gna){^T7Y|Axq1MYW=ebn6d(2SqU5fjtvZZ(s6Vx5bSkwm7_}{()D$E
zAsy*z-TAp|`j$zH4K44myR39Q^<_T^f8FscZnn+Pc&xwJTo{)h)}o-EUx{La29n4x
zgRxU}=Lbi~jPBVsUrFs3+Ha2<Mh6RSott%vs*75(l)INN?h9?gG4T22w)b<w)BJ#J
ze0kGrT>D##-Dl7xM3v(C+)-&Py2P#lSQM}0dI(adF(1>)oR`=P9JeACJxOZlTL?R*
zcEE^LzB!2G=JegT2Q+l6$+qH92Kq%-UpF-8ESvS7+GJ|gutk#Alx@sB_O-|f=4n_W
zAb6yJE=5?{j7}*v97e9U<V_YFT7%S2#uU4pXq^>MIQ%-+)eQHXr@8wrJo;UC>*1Ah
z_?vl4e0#}Cy{SC0tK(kpeD){KP?zU4ZK+9+mRh|JWy-A|5`D5NfI0ifomgFrqx}xe
zuXP^ecxKE^9{&ug0gD&_t8^j{!4<0|HIJ&Q45AEGe(e=z7Xxn4W+IHbfC2?kRsYRF
z?14%_w)_An^2+v%MC>D&A03{4*M~4L@0xl&zU{@@U@R|BYvMMZ&$n)sX!0a{5MC@+
zn`A7}8&NnwH_&@}eO<k(MB7MERSemNR#C}pLvvC~bkk~Ik9SI~bLAka3e}Q;&EK}o
zK6ffbYk@U%MO-WpqLtPTZ%srw^jA7VVKPnY-J33^7N$7l-p(xV4xlx0v^%ONs!WgR
zUwn|+G*)%ehb3-Cx#kmW@-R;)PKqHSTj5fI+KL_!J=dQUp$a<Eh>8jf2RZNFp#TEj
z2Qm5J5v}<-!5E$lxT9<d1V%<uSj&ojD4a1JOxDv*n94N581BO(*$1_RSaNMjZYJoI
zFJ%Ck6oBOBeBN{j2GuYKK~{ZP{y!6S`HABjvQxb12m}mtReHid1?^ObQ+dnObhlL3
zipv?O+HB&syzK5D`B$BmHdb!sG%X+Vj5VLz+qAlD_t@GDHD&g_(Uut;DJ_a~vz}?1
z&CluYedEOwt3Uh3Xr9CD4a3JN%g@*!CE2vnIUFRmF~%6y)iqf-+U%Y(m&wnlQh#lq
zqDG`=N@OO+aVI3PD8gT;H}vo0(i!0aAjJX{NBoghA6P27R9)xvcRj4h7HT1qU<x4e
zjd$47y(KkTq|W>jh*#|+yB+QB702<?xLe<f=Tac<`(&?mzE1L9NU95WpH3b3R(Qq{
zMdUZ|+x=OM6wq(QwQ-rmnlX*LBuf~d5!B;5??Uf{)rs*h*wd>}_&#c(&>@sOaRNt)
zB);%@kw)?G!hgZQMO>Y}y2oSq-!dX)t7gb8kEn(NP^+HTC)SUkkNYK5%GhHW3;Qdq
ziBdLEy42uUMlbMa;2ecP2SO7Ml`Hdn(W0y~xAhEPABh%ALnKX)U}2w8W|Fm!-;qki
z9@K$peH}zDc22=M&hFbVBN<l)#aP880qQ~K+ky4MwnBnMO@|H802v})(Go803-#z>
zuwgXDp(L@F;&0(ctm$k*e)?jn;rG9QGza9-SQ$tG{6Wv%fvS!IqM*M4QPBdGUz-h<
z_7fnbyy~k#UO%a!B@w8BfxCN0p2yE|eHB#m=tX$g>ro@hF%nj&)evmO?W62S{YIb^
zCEO+AN*SuIUZ;aAK|=~1HNJKM7{orz1?~4yHBwg_!c6Ty+Nl*8DH&l})G|CeN-v9K
zRBK5;Wx-(%q(@}JIGpqA<U*s=jW9^k?kt<|E9z5tR7fc(fg$y-S>khqU9jtG7|Oix
zV1knMq(Go;`=!TG#{h-kubgG}OH8UrS3N33Et<ck!onPqeJ4yYE=#p3*_N}bw9e?T
zvA1`#Q`7>_?O+NIuDWz}04HkM@gOfo{P5Pp$9MRO3_jPJ@k?`RxjFk$A)EPzNTqWB
z=QIFSCK&P7=&_%nLS_Au!Q!KZ>{|GoCA+>NU@waEP?9iWE59R!<pArwa3I*+&C@mQ
z>sEB2BxZYR_Q7+@Gxg`!?n`Rc?N-dyi-?+1%m$r<{LL-6(ozvQLvcKlWR^XieC0c_
zX*`#3k)};bDm$?#{CEA&BT1Rg1E%-bUcP|HYPn37R(J7a@<#v%a`!v0E!h{Jw(TRf
zPxJMZY0Mosk}ub{$6n3C&5-88!%IUar|-?e6t0!(a7S>mDAp`eNkn9jOP=b^q=zwp
zf6+P<-=TYR5zEw4fgc06^hAh`1JKEyhZa-T!zqj0Z-}(nVl5E~V*Oc=HJR}*DeCa}
zWy>WOS5?~W+m-0faKF~CIZs=%t}*GAV8+`PAkk~}=8C8$6F7|qP3!1Psj${)fiVCT
zF7U9vztTWALPg$?{bn3TRiOpTa=~i=s2pVSljvsRsF7ZYl%K{)(6br6){#>&2<0W*
z)|zNC;@RH|**SF$6CYnS&vUXJN}g8&gjWZIF;>r$+0R{nq!IsMJon`s2{NV$JH{TD
zjY3&L3|EfaQ6oL6i=i5vG3UyqvC-M9_W9O64&iG8Mk|P>nU{!wvPw~yoVs3V&1?L<
zE6%vu|M=4Vea(WS;nGUI%kL_WriOL}b9R^bOc>*$Y73T{lj1V;rvVFwBR9%f$Qg3M
zSgB8D@Nisy=#_MSR3f}aA>Gz9=qx!ezJ^eS5w}1Swh=hq!XtxUE(kDpa)`^mZ4tLw
zn6G8UDh5z^wsx@I2?v*cl*J;luy~IKyPkUQeiu<1e$<QZzHTDd7|J+3>9go5?Is;f
zuG8b`y`NN1Jj#pCTz!{-l^$)Z7Tm^fA>@4EOwf;>Mr~G6oeBvSjUHlf<aZ^f4!9(p
z94^P1c!ll9vE68Xe#Xih+11J4>se-D#^R~W+rP)Iv}^J{E_V}q8+F3L6)v<EZTBID
z6?YAtibKZRw>QN;a#Ueg`2GETNIPYxh_pp6_IMBuoi4efsBtA@_r?=uojk$Fp4M=o
zu>7g{a9DjjOBOv`wRA9S(p0r_-~|Q=`cMz)vt&M2v`=JTRi=w?N7qg?GUF2LLFCnE
z$-~I=xHP^VXIiFi=48sENLsMl(fm#E;cAF^sM$M6Ly#RZ&FZ^R)^x<piEx57DX+RS
z#V{D~sma2U>CcZS(E*Y}OL}0z_D56FtE|^4o%i5qtef`ddY<Zs)bBncqqn?|Ezb7v
zJp=-X@`m6RNwwX@*asQR69m4bqrSEH-%<%_`bjX*@76a$`S_7sVX$Q>!oA80RRj7s
zJU~qd0se94zoX^*+@M9QQj>v*KVh}`F{r>e`2|_7RxHC)%){4~zx%Gc75edFx|6Zt
zZ<*GNiE~AsSmr|6Y!Yk|>^uDifhp6FTgCUAR4}7LW>wC5V{&Fs{Xrh1ir5p4%r!71
z1u;Ym^gBS?d(@!WM<;er#48AX^Aa&OhOcT0Tb_nK5H7j%g(yKb^@a8c^AlTXn-m;D
zPeRZ!ahwLc>5y2l0AknxY4@XJJ(eP|oDrIojh%i=KYvqd2HvEM3L0B(#6`rhC7Mx)
zd&RdhG0(ak#rmGSCy9ri$GGwfbnlQ3`1TeK*nt!p;e!*7*BF{s-!cRBfXI@_ed}59
z5h{ptBx;2lb4{ib%k~HU$rGwc#Aw97xkl`Q@)X+H{ptFCQ3W>aTg4pg30iAu_wEMM
z+POIf0`qV70-J)jkc{1GuZ)u-;9OE3F|S+5OK~S30ct-SMdVi}9fP>9gsv2}@i$P-
zsUv@|^Lxgg27hNkIY62NDTik?HIkrL(-ns(ax)M<5>_SkBv2T-vZ7G*O*zm&Xcuvb
zJK_S3Q8vsQlCvJYN~JlFIEdqeJ%%^B_FL#E45oXpj!$eAG`KF<%?}S+SHE}Tj~X*w
z@qEnpIv??&-fLryY$MvDp@~l1d7Xmc6A(Q|=fi_A+=AIPl5);61dTd$N}&LLV>NkK
zpjL_6<vx`GRGP)_GQHx4LYOhLWvNQNwd^w#lM6jTiKEIV#i``n_4@XKWiBGq+xn_m
zvB;W2duti|<bqY{hX=z3SKjZb%|T>GIGT;RmglmjeX_5Ek55ii><MbBw)0EFzbhh`
zcUvRJ8CG}k5jY>jWP4)NtO;r+ZOWS+50tNA`>Iz&Jk2GsmuHlpY&uYBncg^EDylp?
z6d0S-I<DFtsGL~>i6+xA+k;PVe-N%EuRJrVYzRwxIxRCHkIJy}NGAuw42JtG1ClcX
zoAqlJyKJ8{Zt3zP;+$W-ZDio@uNq!Hy`c8ADLXbA!-fexjrNi+h8oj0uTc2Nq1uV+
zvo7ynKPf~R0&WxZAPwc~NT<o!=?-VqK<#Q<(+DA4S9;O4V7rPH<9mB5{(kh(u(whg
z-UaE|4;EsuCNGc{pVv!{k)<fR+LR)_4;58YNl5OFlcG*pl;yl`2Indrp-ov-*|-x^
zBIqN6mGMhD&MGul<FND3iSR@kp>Nt~R1XlB_?e-;$Hm-q3@7K<DE?YTTtA^<9`exM
ztWm-IM*q7rqoMII8Nz(gKT3n?>}^I9v2m4>o=6D&cS)5*px4g5)v6Z_Iyi>uer*&*
zT5^f^YO-wO=vN6^(v*(pxM!q8F(Yq_-?ntc;?iM`-#jNuom37?j9Azy{y_IC^AGfx
z()wL={pe-0&0X@ybTJsMvckq2id)r}C>jK7?rREO3A3049+}9X05B!H3@&VpFM2^}
zQmNR^bwR><K?Y|*T+!^e^DNU@@o5@N`hsBRf@s4I-O!9xMqnqm;VByj?t}#HWQi4#
z0-(w#l)eC&e(I$WX7QjJaF#&HoB{`|=ImH)6c2FboQVNs9Z=>k(|L9SP0P(Qu(I9e
z#q+ZzOARcR8k?0`;bo1MHvRtgkRfUh=9V^h>3P&VXKl~SR*(I+M`r~^QA@>sFvwU|
z+e)<crNt&@$aO3h+XGe`vz->Jb#fc?wT&74W@anv6?`kRtr@@PCF_lws<GplHYeOp
z|1B{zy+jKXZ6P#6=>17P$d(z*_9U7DXD1XE&PBt&c0}5OnP!aEd6uUf?Kw6*DFrI+
z;WowAPS6N<D(%r*U<=I_j2!)IRn}@P)oo2xZPFGia<NMotWCBXb8_7lIDgICHRRrl
zR3$A^V9^bem2!bV{64o(ST}3+W<Po^j-1a?m#xkI)@6L~!jlkv{s#g7KefOA5Cqfz
zzzF{h%l{)B{+CSn|F?u+L|IT=k)QI1>*ru@?C^geru{c)@&AsP_Jh~@U&J()e~P>R
z>-t}^?|=CJdi{_0uay7Ooet_BIsa3`KfHgH{U7gNDgS=|pWOfQ{;Q^cFY%xJ|1SH_
zHvXrEf0X>UoPYM|KfU|^BJDrc^}o0Lzlq}iIYR&M!T-;q`2RfS|4A0l@<W%TW}^E6
zn9}{=Jb%7!?EgnyJnIh&^xx2HKSv$@2fg-#lKauT{}+0Vp5Z6wf5F#&;`RPBUF;t%
z{2O`gA4t3ZO%?xNoXLMf3bOwr<zJupU*I+N|K=e6OBK)X177>-*8i6(zS9fR4SO)%
zMfG{&ghymJs&JM$L4?Sh>6x2Iy@d+P5Cn_}gQzFeOV7|tA8R-g7CNn8zgMq^fS6$5
z+!%SUmMWfF3?ERco-GXlRjt4Oj!X-ZU;uE*zVhkYN0~cRB#t}B*Z1{xLwk{VQ+Zo?
zd$H5J|L9P`zfn=4a93DWi<{=QJF<dAoVU*D5=Aw#`Rdy4V{y)sWigV)6M6XTwnDXX
zajk?n+*+&7B=gCWd#zuPGF7)uN-K402VEl^&e{uLxH#F8)f&ax7}jUI(PUHMvOUMg
z^?8l5*<w2N#QjlKyUwKzz57NHTeDiH#XfQAYUuX1f|Y7{r~$F@TgBkT7w%r1eNL5_
z+g4nmns_u}F8GmQE07+gM5q0!K0jt!&6vdpUp$qYp)oP0M#p`TtR$EH-s|ae)wfSA
z&;?vdIRR$%HyGAaw$IVSbi=i*PG0Wpb{3?#gP7<Htz>;5PVfFNj#qj(nlkb7lrev2
z@t<H0YIEYplAQ{C_2Q&eqO?siSVW)btWY~4OO3gs7`*-SFs-U7z_HbMD|O}hx)zBt
zVl9%nk}VAk8*MV1<flpCg}*li6Ho%zrqknK`iXe;E-DI;FD{~y6?`Z4Hw4?PCfEt;
zp5EU4l|MsQ4$Vd`Ps|$jq|9sZxC&RmXwl8FtGb)Mme|K_s_-gx-3RLhIk0&5`tCGE
zHy=X_L5V7EzJrOD1UCy(4o>f8XVI?;3f_0f(0$IyuWB{^0>^ZWa|iRkJvpAiQ%v>~
z9mis?t=h6LZ1P&vX`F+@adUGyoSgbZIy?O;fEi6U7;3bkKc<>koe4Q#-J^jPfpgY`
z6EA4ll6cmln=|8XykF9!ZZW{o@D%XiC<qi!$Jx{Xr}Os&Kn6y(I;OJ;5iD2~z=>WG
zp*&(=i#0uN%x%y!0$^;4;UL+hH^=rPiUj5X-++Y3w?!BpWV;%+$BU@}V6hy=VY>pA
z`wm=tY-20AWj&9{<_;(Fp>+oGXu8+G{1Dx9d-BHq1fbRHbm;&Xjs|$k#(2)7zqkJm
zwHvrkNA||s_aXtfPZk0AT)QoGiMgEv?4ju)1UMS;6`U?%A6>JDj!FBQl&1P?-zVhB
z0$_?n*;R^V2GQ&HfkMJvZ{&1=Hf?lX>;TJciQn|28G0cV1=d_P<)OZlzY;l0UW*!*
z$-yvE*{@*+h!}AONfd=5rQl{zByw?PKaDat*;)x$1tOy<Qs#nbI5WUTfdFi_X5g$i
z&6b1sjs)2|LG(ZcF(^qyir<5UtqTOs5)FkkWtwOHRL|m{a{xY!<dZ2Oc1d)kU^t$9
zZ%L2!?<<iPhHct9<lkE63Na@J?avRar`wDRn5f3irk&}Za#MCw;BB#o)Z@9SzJGR#
z`<R7|h2ej-VBAL!OX|>G(tbYI10PC`!KdJ{DyOYYwjH7UMpac&($OVR{v4=Zcc}Le
zoRpi~Y=U2iUiMb<9q~XxP1$U17@dERT>m=Cyl}kSZsJ{^1F?#!cz4==3(bqKFI+`H
zW(9$Z(}vl!!{)o(>u;@m|3#g3`jQ@S&TcD_Xoe*06eB)oU+9UAYg;yJ(WoB1WS{M1
zQeeP-U)@eyakDTA8=}$|FtInLb13uaoPfB}%x4(irz~c;TTJ3c&fRg=Iy{b<aVbHE
z5W$#R7D5qRIm=NHdRfMFdNxs<If3HLp-2L)nx51Sbsue_ST&_obWzn<_xRc)CEVo^
zT9wc;Q+hychw-kpO4&VhoRFF|ipH&uTh4H5K{>&?!!B_*gp#}#T?aIDrL;`(?kw6X
zy(?Z@fNNFk_;BDS>d*_?HYd=-#^+i_Oh*YDB_&p5Gp=82`cx^;wQTyEcAUWo<KT`V
zu`MMz6$7*Gz=R#09CF%V?5y5G)^PPzurB6pF$L*8;^k_c#VXA+`^rpO{S~zC$op)R
zv*!C_t=g9*S^drP$`~3R&uEtum3D9=AWc)%z=pl7O_+X^-A}&fcLv?0G~nXvMueG-
z@Y)6tLHG1etn#GPQT0E<f{t_uaKVBky?hOu!DLFQ9Ilhv-MdShb&F3(kuBlV^BzSu
zy6QhNOV0(guie_Wk<Lxv6oz@bjpkUCE$9B@<)<$I1#a@m#m!1jbOttCq=3quaE@9*
zxD`LQT8QC@{WKLH1C2$dDhmqVr4wS+U+P|7s6!|}M2A_a3quksOw1~gn881Y8^AVq
zn$cb)hj)@zIe#1Gt9Wo-**O-6H?y^6SZI$N1`k{EWlW{GcdjmMOd}1Zn&Fy9=Gn(#
zxoA{k$v>?Soy6ir2Dm25XQGDzIo-5S_gn25(SFu5iW<@`zFS+BY7})R%YQE&o*rXJ
z)~+5c)C#}0z2#?>kwr+Nn9wI3A0M6`UW7O#Ad+4V%j~57y-5NR!!Yl+BG6P*f-O*H
zW^%3PJ7F(s$gi(Hn2;TxKygqFb{BOQv_6b+C}kab%H}Q$TD3SCd`;{r$8A0QKpz~%
z?jhGhadz+_)?q?0fKAX}I?>M<EYaJdlQ99N0jmT!p;=r>Vne1(8Xjh`!Pe|BN7n4T
z>jSM&p;oJnIQkx2U3W714Ai^e+9^X|n*$VO2V(E#Lo;k(3Zf_}$*FBU(`ulu=PFrK
zKE@tf&VG?J-av6&a5{6kcG)WgiBL;n$@SJ`&8Ho}nViGff!tsMmjm=j4ZJ$EnN#%0
zaDpHU^b7X0_q$SXn$lvqMZayqZLhkM&L<<t3yPBy5K9{f5y*tIH-r@FdqF0r2Ot6a
zGXRjpcZ?{334@^CO)E6FlNdFqU<mw48(XvGbD6Aav)%Q?tx}rfb<KKaN+o;zu``&;
z^Knyz#_J~fnehhwnD)lpob`GOPfBYSO15+wS%>FuqcSr&VXAlNsLaD1FgZ!39!(-Y
z(TWPO(=e5<ZdxP;UI<JkJZ$ciq7*rcTO(adeha5sF%*Oy+Ro%Kawh1FQ|Dhc3}$fq
zMWm|AY}CTx?XT!e4N47L^Old8ON;bKac=<=;#V@OIFp;bDWk%b=%P2Z`X^d-jW=9c
z0UnT`vW?C({TiJ{jslA@A17qW(LU$=$fyi}RmBgBvM2gwwaCDaS3C|#L&G0G40yW!
zMiXskX`lcZDZ95Gt#CGw$s<k#e(vOT61#Q7Z(OZA`5+f043(x9VQ7rMVF=7@lPbC-
z&jPvc0}cy1bd7t}!T2+Yb;;PZ*3;9I1{XHVc8t}-fXBDf^y@i=_i<^+`WpR%r>0@Y
zvKlJ4!d-^)Z;_|zbAEjLSzpF$C%1R!lHc{<wT)Ns_|R5^ZLbqW5Kf)&PB|R(URo(I
z>6u?RhaOONDsC^-IWbz8D+o5lR2cv34iXGa?>{ekdp@8iH?v(@AY8LHT#)O*`maJT
zzzBdLV1#N0mWVGiD=AE<OdddZ0$relNg2_qvY+dD&+S0Tv{QJRKC??S!+l=;8CQ<r
z$1+T7n|R*Wv#B(Rc-C)gs-&`38atO-jb2u-0-YC8u*ZxlOveGM$J%Etx=xq-&s1#~
z7q##mNDIe(HW8AsQU+HZ=(++!K|^HfmVFv<hJu8v6M!{wg{=Oz`HjeKvk=5=y6dp5
z9Y~azubm@layOi7<58`6qgO#n(G5sGCVkAv)y#V<Aatm*Vl3E^_EsSaLUp}v{%#Wx
z-1KX*7QH9~JTrH~az=0}F(GDT!oN#TjSVQZ%88^*=_~4W=#7#=CDyni3>cI$t7DFp
z&NIAjeVpZenU-8r&uZ!qP-;UXC8F6u--aV1w&ik7>7OVJzf?4<DNJqLSK-)K&Ma-8
zU$Z&SEIF;KOkR(Zdu*~5jN5(BnCD{QbG${D#~uw6oqkmifIzDF(?ZE$g8Bir$*t6u
zLQ%B<NzBK|Wq^@O11A*&N+d2|HfzD`uG0)-*`w(f0CvK*dO}WRCK_nS7--N8ECie)
zNP`jy00w@J*~en<;7(u-jau~#`k?^qJ$TjHB8s|s-y!mGph@RxBx;Hn2Er_kwYWl9
z6DVR^(zNfCKN20+$hCO7=Dt_4e(w+JdXF{N-HZu)?nT36o2;i^tTelwZd>Vt_uo!`
zy$*L9@~aGltbW2iN!B}a>^Ja1T_|+v{$9TQJhaGY!yTWcY9;(r3{gq}WTBS>z-*L4
zj9!U-%s!B&g;L@oU+2%q#(YZTJ(&8v{Jfx`-zv4Oixyk8ZFjmSjkS7)0!^dkeHZ|(
zGImIbs@3>528}k;1rs!FOzF%@&MKg+QOggpFb||4f@F0cBtKxw)9EbNHnsc6F?Hea
z@(Fj?&XVg=y@BrH*{2`NS&5t95Vnp&z^@52ed}if4pM|INv1#MkT}F3uI}}B6p;mC
zpl4#DuU7ivJFk|()k1OR)RNN1TIF~BvUa*9+r55OLF42x#JHwf?eCQZ)DhNl-NpC!
zH!d*s&Jw!qYqL95{cP6U%^Jru(LcPL>Y%6apnr*}8G&4d$hkS+?vNWP0WT%^{vyr9
z{321qe7M8Crtg;v+c5w^BWgvDuLj%zSpjDQa09yG+R+7cPklNma<#w1;2YAuXq8k=
z_;d{W+zpw+TwKA=<+v*|M1nA|gEotiW+QrcK^l`Ck`b@uf7cI49wCI3xGQm63T1m`
zWTqLEB4Wb;iULppY6fxvz5>Pukpj>G=ztp`3KU|T71w_i4?DQqODO!Zs3hA5Ngaz0
zuj;{d`azvlq8rb6%deyS^|9;jwQ4o$eRRe3T5*?-FS=@XJ}WtUr}|Db{T@|7bWUrZ
zn*L3Wu7+@n#?)YaXbf-FdF*-D#9D?|epa){inX3;I%%S-uUaqv#Cn}0Z(G+oG0AiP
ztTaS}8Rbj>MmB0HD}d7(td@kl@DVCr8-okiM(Ri!Hv}@5#)pZ#j7ZXIw)a<G@NS|i
zo20NNd1gyu%3mZj$+*y2X)a76uapa4l%7lg6@m5wQlE{#6DQOatQ1@gunIlzM=isy
zALJ-FW-~c<g7}4)1)JN(C0Tbi6qN_j_(=&|x58&w!Es@B5nE6NH$X^0G>%t{y3Vln
zFqd7qE5wEl|H5g|HJSN2>xPd2A9A?;^PkakIM#GVD1|h^4bia))M0E`#&h~BytNjY
z46${FNGwnNmyMYZD^oXC2440|gVXHPW2KH2oCnOTVHmF9hye!>4XR+6xB0iRT5Iq+
z>XCsz++E$89}-d_p8^ObWL>m*sciZj=GnNJkos6s|L>k}<5pfRY%cMksmwr7ju()M
zo1ovND9|ye*jV({8L<VX?`E<rQ0qmrL#ybX{(&S_nv;Hrn6WID3{zOE16{US-^n#~
zbxr$3Xl~7wopRahSg@c`H&BM$7lW!Y57OM;_fLnZQR85bMZM6dFx8fA){`XfT#Ly8
z2=Q`MFE@erEp*fAD}1uxq+8+M&m5bw{x7biyEi9oZJ^9}0)_~+2y}2_uj){FfSA8W
z3s}x-i<}qaMR5qA$^pfuypf^&1GJI>+`VH#p$O3aqwU2(2miw;y#d%j$^Dk<0mBCk
z@FI4MAn1V9An_N~LdS~-Sd9B<tp91!NDx8L^Q}pL7wp~>F$3?rY06ZSY*U&RJvEI@
zJ0{h&n)F}4Lg6oTnT?yk7jwUbxT|<ZL#8IWlv^swSZ0cHFm4)yXf*9U+Dv`jJ!@PK
z0Gq?o)d4kC;6Ya_Zr!P0KElQIgk-s(F4dz9k&kgR=!Jkb3c&NJhW%g3X(j=qfK+Db
zsG?vvMH7@8AiG!1A*PFBHX7lOozp--Uz&CJaZncG<$kTY)$gox+!*4pB~=y#wU_p{
z;c#KHK#4?+o9`lrPO$3vCir8)O!EmlJ#b_AzLI^eyIgj*-S37jaf_e%CyV5Ie1syS
zB$FL%Bi%DM!ItHEf7ibKU43N!f;$O`E%`xge=Z=pmH(2AcZ$qIGZFVq3qt$@u87nO
z)njcGJd0blLnw|j%Fy2dZ8tGUk9JR{LfQXHg+0m@wIgQ9XjlXnW4QLfwU&HE%<&n7
z<%{{mq}&sIXE75Wbtlf2&(O?GPY@zTE!{soO7_8~0AQze3*m4gzA-6oZ`=QXed26p
zX7j@%p2}w9p!hOiehcOVwu}!IBNv!6lX~+qf72*{Xmm6%l53N9#tX2=N#-W--9hkN
z#f$V<H_2uvO$y}2K9~Q<hSMcJQq|$0JQOAJ`D-=iSw@Qrl~P(`a~di9E*p{&6cYw!
z$glab{l1Um{b!WUi~%kqs3>&=31MrBcwz!Xx`Pec(I}2UoQZ&A=1Fi^0-Lf<u0D5^
z5-2pU1*KC5yFeVX5gB%E-Yo74UA|Z{4M!*tpoAayZA1(RH<1ZHSjH2VU4l;IrdFhJ
zgr9J!c~{Ivm@#H@-cE<eF`5rzdIho@V%fFy>iXT^^3U4$r<g6%QbE@mG7-rI{P17M
z=`Zp<n4n{^1zTH?l)yZsM<EN&1-gx8#Ou%-#%eMf;Fx!{Nn(x%Iluvv1I>sN{MV#D
zUefE}6)AprVi3tf*jxc6^+AZzovaiINt@yL6e)XKGCElo(CFCwT%#Vri_m+3DNXx}
zp?I%+e`0A9vt&3z1yRiS^3sCe(vxOJ2MI)m#?e^<IB5a3G9z*efKd;0d??jP4if6K
z`Gd1b;Q~GY($U4g2Iz&bOxl>)taY8@z%ooG@I7)@886YIFG{Rj?8%`5g|A{m0!2=$
zRshl&X65QU(sXBGung(22TQwR%*5QUI-dy%>P-aVDH3b#0`yH(x5cs&U67aS&hYq6
zpq#gZ`nuDsu!3F4MEeHjnd~jz7aG~OsVNiEB+8BnD{}<;h1C36^*N+;pC6RRuJMRp
zvppJlak1FK?pOT0daWvz+-=4VVuu2Lp2LPO8FFcHq0PA50Jy?XpmC$@af4ukeKWXO
z=2sHz>2otVnK<)t>VD0}u1pQCR!28z!+h#IC_V&gf#sWH#c;DFY`~GO+6-MSiEAyT
z54lim`W?$H%!?Cc1;BGAk`uGX-?oAPiBl)pn-si2O3%UJlNOB5pknpWPf#=Ne#+m0
z71sw6AQ{N8U|u9K)|$$LkZi`uD55UF%0Ppy<$vZr{%puLye+-5QvW88Bw}j&^wN##
zdM<A>)E%=v8>cd}dk@d+(|^2-$^GI2xzf-~@qPE!jwJ04JD%$LIdH^$vfM90R;W{%
zK{(N=rkJ)QBsM%N{MjRbOC}EJ0o6Kxo&d#$cu&^_(`kHC<=+-J?AiYUig*hV)ls`p
z{0LbIYA^bxtefD)ksnMGt-&~wT3=uq7t3|SAU=$jw~tIhEko)8NQR9uzev|$*(lFc
zH1Hx7FxQv>BK(_3yjy{v6?~p>)V*)B@z~sd{vcRk@(B<v?J${_<`j-+1}`+HlqE!9
z_RIATufSliD@veL_Mj^&YG_|w*Y`Y{pebz01+afLgL*<g;<r;L0j<2DPs#jrPOe9s
zSvuY1KA>*WHMoz_03IlH;M@W6LIrMQ;iq4vNP_U5vOY7Z7q&t{mDY*{yRo$z$84q>
zM^@nkOz$01S%-OH20sR6bS+eGMp-<0sqWzETtMh-u?)Ob|7>rtS%yqNHL19Oh+XlV
z%nu@zcjE_!RezSFwqi?VsdZF`R-QWSK{#vkh-1~zyJz4_y!C0<Q5C^Wz7AZchVUfu
zFhS}ntX|}0aE62DHJL=9cpNgg6CB%s#{+k$^QA5}^eu8F9GPCo<k=3MJ}o{(WQK^4
zo^VFwmkhvg^F54_q3wCS)pmZ>x$HY-QZ}9QCgq*s{F^KWkLP1NH5Qxa%l}RK5&rCY
zF?0o`GA+4w{Dx`AkUOUh_Cq-o(?2x$S-N<E_(QSRvd@y{2pcpf5F#Ohv?0ao*kiY7
zW#_-mkH0R=Ld#0BeqDF<gq#s1GWY&Ys+kbh_`phdOALDZ<-5IH87YU!(^FWMZLSJe
z45RDfJooeP;W*aoF@t)YwKj0LxM4Vv*Xzi=O~l*9?Ir6T)TZMsmaT@Zkgg&a9`I9y
zBgP9dL%I`!6Qu45e+hSBEzs+dU#dNwQaohGo^e_4@x-wJUPk-BC;0$*<3aD~t;NzG
ze=ualR|gmgk&wiRB195$T2N{Bj#OyqpjemrNi<0*Qf2Yco{1bKLs1S47>dFs!{y@O
zUj`fd!n!BGv|!W#{{Tq9Duu^>XL+T$(9;DZ67)dmk@#(xd!s&=DB8DyjR`@jUm1+N
zE5^kLIG_BM202C;jLW{qf!3IM_c8yBK+1eRBJu8an)a#OnEi>-@bx_15W|~mfOB^5
zOV!+L)}hVST|09b#*yEzeP2MmsNHodv-Ap0_fYD=_gUb9bW!D%r02eO4c((o8`uq8
zi@B8sa`kxg9oFs5M)VhqvZOrqpDSKx17l@l!j)Vg1CV!m@PMcY3BiEYyZJjk%=Jp%
zY{i77H2Kk#(y7HrzH2n9l0+8a9*I4ifuRBe33f1!R%8tRbcgn?jDA@wLEKWKVw`AD
z3@RMr<Z{z`G}2cVur|f52>fs7Pqf-c@x+IB<r3L<mmT%!0j}%snaR^onPYnKJx9vQ
zRtB|E!0~RhoKF?L>nx9_lbk8q^;*rSEf`Ma63t>-ChJlrk4hHbge6Cu+wE`qE`e`0
z(;bc@t{V`YoIsuH!$)~c@LcGqbI4#v{XJgjX`$y3^7zPA5WsJdyIuQUs0^HTEWrm!
zf(~N@?1ypK_^|z>g#Oh)v?U$M82V+neXg>Y!gKu!8&(TIs#-ZCc>%KGvO<m69Xa4S
z)4(;yw`5N{42N4Uhe%p9y+0RJdiOQEY+J%wln@LKEIWEVP(A1!lb%k$ZtxETyI(h$
zJKjCM08r#CwmspH_%&$yR4WGpe88=`0MF1nK6c)T`js5=di~b&xFbNU#QnQmK35^1
z;Se0x$4bYBf&QfAiidakCY}?&&o|;%qkk3_A7}EN%M0#KuXDa`5;)%?)~&R8itk;X
z8jmqATBvoozP|XzWuNGu48CF8*Uu=iH)W3pH}CK2O`NGu)UhXKTfCoh!V6H6l}%)i
zukSp74Uaw?k0-HO8MLyFyT6Bgy#gf`d*HL<#yOqf1-*M{1z;)RD~UhyJqT63G20rm
zKuX}u6?XX*A^>wp#AJC8Uj+}`!^~KX_Mo|5s2GMQvVgGS0!WV(X7yD`b$C|LB6}sz
zqJ`h#x~w4DiF&yPXDg_#oKGCQ<Kr|{Vr0_EJ#fN?Kksb6i{_9crp8QSW{ZpE9~UpG
z#oQpy83L#ALc0LngRg~bYQprw5kQ6i)VD(M2camE9hauG1UniHA#IFCD^hAntRhYZ
zWgIarsFn5;vIHCvTTrphldOn<H_!T8JLzF1b@H1*$gcLFkraxz#E0bFsByO}3Vn(a
zuBG013O&jj|0d|c!FAb2IbWuw2=U!;&ETB1{kWZg%pnqM9aqfVY<|tqJnRTk<a#`2
zyzU5A*sBx*muEa}5GwM`6#|eE`VvkO4_e+(Lu_Q_f)C+l1YsU!b|rWa{ilJ0-Tm>+
zQ<`cb2hE83AcK7o&$ktbAe*%$KERl-JuQIK)ewbsUMRe5zyxHYd}H!btn3zHxC=c3
zigpK3SV^{%CGRDwmYb=`MzBKcHEj^?H&(DMV2aZmJP5u)CNYL}WOb-D_tbCM-d1lc
zm_>>d0{a?~_i5{5xv*(S{koA0-`s^;JV`|bC#vg8{G1iTmia=yh#TI&E9<}00x@X=
zb~uXR^VW{_>Rl+%UTXhSuM_w4dsoknSKkK5b&<H039|P<2OAy=Z6~5GzT;gCDfm}4
z@&F9VY;-Rw;oQhft_*(BCW$o61Yi~hKLb#x;Dbv!35%(_;SU=(asi}I#5ax*yeOvs
z+`fzw0g)2$>-#S~3G$HiUJ{}l!8-cPKO;;+{iD-PCxPi+-($efCs{VOAFST-c7N19
z=V3qPLDXfQ2MK{$OS}1zNau!O?7P>?xJq#K1LNgFx3>`^N?&s$(<C?EL#zsQ*vRE$
zT%Y3FMb#lYGK*{wDUmP(H$e5>Q%Mx>2ZKTk1Omy`it;%e+RQ!~P=*R^Kb6QJj771D
zuUA!VEz1>SnVVWz>3y{mt8`3XA}94NEgBY2t}E-Bm{&E#d1Y%n8TEK+M6w!_(0~o5
z=@hvkmW!Tbqh1@d>C6t=hCbS+G)$YWgcK#iiH^=bB8$ovS5R%Qg<x|PH;H`5mX~A)
zK_IV{TLr?iL@m52zLOeDA^r*)>wC{&tL5@=_XuQ&6OVs5{45G<Dstbma%4xJ)xD8s
zJ}Pg9t7KL+wY@#GpP6LI!!mKc*J%`ZYI*}lrItzxxuaS5pjfsw2|W*Y|0=WP5{K6b
zm$<_jL#}NBnxHAq5`yw$xJSW0KPdPE2PKsgiW{F$3E<ikXZtIFfDJ+o0v$Z=scGMU
zyeu#yEJ@n@^-182TuPC>Y~Y%h5SxKjk76WK?@1ub9eHdE+W0!S{#jtvv(4&o*CZdP
z6cSi|meAo2_26I@f!!T?0{y>D!49=>hf1thJuaX@PqP^x)RZ4;Dj<vN0PML81wQIu
zQ``a}%IST~C`~-VY<<*2bAh>$@NtKtIU9Z9L;nQ&+!nXq`0+00+gr;VW^Xjz1<#57
zn9r|4RWg}38mo4T;Tv|~<ssRgt_RllzB=2j=4(D1ozwg}68+=XRPK)pLw9#aPlIe~
zYhu}v89x`+b4xx{c;k4kopu#DE2NN&QUc)vtU`S5JP1pshMWfoh_&DDtp+7Mt#<Dx
zrb&my%|&TUP>W1|b=IpDn~)j%5>E$(Z%RfqLv~PieF|H9=n%7vL_o}l-sdu;%h~!e
zfwb;bddOLJV4(0PN9*HlNt09K?~Owjko4W!dA%c3uhr@;kLQa1R;%XTeq7GjrxfIH
zxeVe=wV!=*HG}RAfRUbC9u#;k+pc*&4^>=mZ5_$`ey=s0<-Wgpj87!>D5ePS!Ywc-
ze4ztgp;5#N+TgxlA0{Za&P&}XiMG$muyAZ>`PZF78X?tvqmAlQKR<zv?t)RE|H(%_
zjPdf7965wu@mi!_j<xPG{eE2bQZv3U@Ai2j-fO<>W`CwJ-mtmG@M&dS+Bv;$^Bs?Q
zw+Z7Ix-uF3eq&%{4itU&FX7&qC9ORUO<ZAnJP`2{&9oCiAr{inI-(MD_<uNi2k1<e
zc5OH|Cbn(c&cv8_Vmq1G_Cyogwr$(CZTrjY{qD2(d(Qj+-&x;!o~OF{uIj4pu4JuV
zeP1}(wh)^a0ll(-;KKl+2KfnWawR?EtgzFFjLAZ}hYIuHF?}b=W1`aM!kDKW%q8zZ
z;r<2uHVpW=5AY307SoNbDx=U2pSO-ASPvL$B@@kJ5*itaP>nLdB9&`~S(q%c(F}s6
z;J|)bO;u%dr}SZA*5yI_z0@^y?@jMh`wXiHDj)!hQYomvwRN}mJL@7_%3hmIYFs0Z
zqCn#5+?XOB$)oZi*!D!-uzsRqS}iL<yLuFD042>&@Ne?NTCD_vfb<ewrjK&o@Swj7
zgM1&)&<%M9aI}3hoh(e%LNL@~TZ~_7DbyXaS@p?wzas7xx=hq8bmw@qpN5AdQZ(Mq
z81#r9h8ENu?CtApC!Xurl&jiK%9l|cf1ZKCw+)9*;6^m?*&IEhNb)!2RIbDymdU*=
zOum4-LInvm?Rw)7UqUxYqNKVFPb&K1F6Wgdv4Uz-7mBB#JVr^}i|j|2LKnM9ffAEX
zh^uKLK=w|Hm&AB}ZQwm@OUTXsN?bn#O(d(tdx@!J(%~5Up5Y2y)X+6o^7O&?F|%O-
z$yv5SNy{VFG>#VrI$IgM(C2<?Y}4aDW!y0{HMdWd#py8^-7M1p{!9uVafR2X0rZWF
zIfN4_pjS|}ENSj`F}Dij+Ls(c>L5f=e)=BtkZ$uWmYUGG46&^!O@pah;WXO?z6ehG
zZ6_`9tHLHSHLw7pRS%k(+b=Ral>=m9>0w25M&{p-NCBj>WsMtBmU#QcJOaUtenuGb
z0oLLWSh0MjbR6vl3*{t|PG`*p`THxt2>vd-${(+1FUC*M=gAHO%S#PuH#IfX7mwL%
z*Ie3dW@G6*=H<`Fs+py$ctYzptw<A2@XnkP^Q-3;bsu|8Ub=zg%3_|tXASa4vN4ac
zkq%!#tC`bCrQ!)~bO=wrf!P0g`RZb_Ee4e~d(HaP$XxD|lh$n>t6&1kKu&wy%W<VO
z96dwGOEEe@pRE9x{?*?U)JcB>Jdnb&>#IDdTA6RDvVd|Ha8^~JU|DF1)+dRH{YLRH
zg;W}eBqQmVEp=D;62hdZ|G9`q8TozuP{xjZ(Jq`z4DVGe-GFxv4K^UOWgpghlOtC#
zm9`(Bb%PA6IM&Aaq1S0{ML3rRSudO`;aoktJ#G*v6t*$>J`OmuFY5gVx`pFW^;c}f
zWp6@YVL$(IrkFZY8796NC*VScC~s%hIxJ+pHsqWfey}-hlCw60Gv{W@a)=H;EbQyA
zw5N(;(HvOrmOM=oqiUKjPIlZ8TTe0zA-V1y2ay9F`;7NNgU7ZN<~n4dKH~jOMJI8#
zmeLK;g397wghAMtfCXx6zB;5jBDTsQ7ZE3vmeKc77cKOVUohAW)dDI*&_eDQux{#g
zLIErsCI?4H=C$SYX-{PGYnVPiFBCcBk#Le9C@-|#oK$>Rb{enm;PTP&?mCR}P3-;3
zAgD8<<+=&qp>r6!aUN#Ho`2)5cFkK^lSS8=CY-!w9aKp@Dm+$}W#At~V{Am8M{u6(
zs+<4go39G*vd)>_$|E@66yINlvTsELwxDN20~T{cdn_Iyhf>W-uSE@IyxqwUEeElI
z&4WCYc}=2_XqBosTFhh$GQn@%95xOM$90v;gYtf_b1z&;sbwRrh-zGv{Uuou1s*@x
zB0mL$cC<~N#?|-N5Mirf<`K`hweId-NAI$sn066U5ZL;0r25-ANBR<V3nQ4uc1^mf
z-`mPc2_~-CG{lhzR1WvL9Ld5Pc|%qa(jCGXO%sRZdebooX!{C}bVPQ}iPzM3>93-O
zYB0Li5P0v2_g3PtAn@<!36k2)m07|+#RQC@R<zL=p3)Y;2&dkQL_DT0JIz((eZcL$
zEtqa2KTwVgf-uf#++4bK3E}Bwa3{dZ=)Fu5QOa-|%o&&>wr6+K$jP@G0XPh$BPanW
zPbS^FRhNr6HsKfxloz#qSA5VB1|f1ThdICr_J-ZUI7>!MiyD`_{>o=7;FY|el+`<t
zg>aA?o|rW^6EmG!2Xq_bZIiCZ*@8DS8!GTuqGeDor_JBYz9_fT-)`BQnthsg2dEbi
z2cQ|&7vu6ah~AcR^IfpcI<@G!Bhx%t6Qq7`CCEMVthjtl19~l(nn$n5()=nQ>^m;r
z_=$$P`xIfr3fiY3#DOCb?Ec+=wN+VF*=YpLH__B{Yo5GybU4SyF~c8~6;Ad(&vM0e
zhd_5(QNb($OK!Wo8f)*FNHAh79&CPi+0&--b+py`-&_JMz>)d-3Tik4DEb8$(6ip9
z4}-wcqoHyhObhj5*Lkjcgz%|J?vuYDfLkMw#l)-UQ_n^J0w2qfF&s7u4Hz8wq~UC|
zOA5p(Ox7XW=MftIC{e68GrIn16x3}b)5Gi}{Mg3?nJ7?(Y1y!_hboNkmhsS+Gxgg3
z1g)Hv&N%M`rJ=!`kr2c4sYckWf10B0MTMO|D!@Kks*zx=k>8$X@e$}~t@!ks#lhzT
zDEqRC-$%2V^7>IEFHZ2`RVL~aggZDBJ;1i%cCkP9u;w<Fktq4LmmyQ!VPN%i_R?VS
z_Po$w)%1aK7o+l_^d{`g3WQeO9DQRPR(bMOU;djt;+}tZJIIlcoWUPx27u^xoLsVk
zAgxz262sk63EgkQW(Rfw{u!dWIpe=y_(!*eX0UD-P!MU4h~!n~&N1e4)~b@QU0<28
zP^<h(=};f>hO8r9tVgj}fvUFzT_NNSz-a+%s!;Aq)IJuM@3K}`CF3a=htm>s^X3$6
z5yW;=HPG>ruKO65jMy4mn-QDXxRI4~QphzvNPLEzdw1En@~%dp0MK?>lKTJ%#8&y(
zjO}n+2!wSy`-IuhcEx1&OfY{ysR6n|b8TsdJm2AF_egydBTAwK3c(dd`ymFo`?FG3
zaWdkO*9jtL(e(zmf0PI1MIU$_>&i1$A;x~W^P-tl`#>p>P{p8dOYluq2N8-eAM~iq
z-}kg?b&?aQ!|!+S;X&iBNEf)&o6@{qfqWguLe!c|;_=1A@l-ywVcfaO8TE#@rYDXd
zS<~vx#F^&Hr?gja;Mo4Du<Ki=mfWA#Rm!xewxi|z7UBdj*jUi|HTypBTs>>A5<+_n
za@-Q^fYr|~rK?HDH5iUW$v-DB{EBZ+Gd+6K7J%a!fs*K@K#TOoIUN{bpi70O&OAfC
z#eT*n!Okt<z_m%ngK>th(e0*s%1-a#mKG!em;0rByaKx`#eSs7!21|g<j!k54XfG!
zru&q}Z!ke%cLe_$B3fr1`Ae0aHwqsiIAp+SZGpcH;~!7{!C65FIeBSOXzr74C(-~`
z?j~STl+~yOuynMg(Y3*b=vgC6-eG`L0QTC|mEp)KY&kZa!6TyIS+}bZZrQRwce(+I
zpum5UW78AP>kDsr%eRg`;L7lVPmZ|PHAbSAhW+bNKXYKxP=ye5QxFOOHX6uAw-j1m
z6a7RGsxtuD8=3+DO#y)Rbdxq0;JY|r<D<C?>$VH=bVp^e_xc=@ottP_mJupRWmU0F
zcuo}$azj#R>jE9R`eS>?{*;)Od+|Yh)(<D?lAN}@yTj@yXgv7Y_Y5!Rm&MDq0K>iV
zaxAx=spjna`{0{bPQP}&iFlru5$QM-&kx6-7q||)%I?gX^~#g=i%H4Q9%H^~&GHwt
zQ?L^eTwGq*1|#9^l+t9gFBtXIeI4YLofL_<>9Qj2<mF%KQvFD}*^^)!(JO)Y*-37q
zyU~!r%n1jCCF{5RaFFe{mVvT(i;>S$5ujqqMkTxG?()__Z@lJaF;)0pyF$TJ=Z_h3
zt-<@V+uGy}F>K$}Ovf&>aTl5vM1W{iHgvk#YPW4KtidzazKY$ZzsWVgZuDGBRLCj>
z(9$)?J_UYDqB@4_trtJ%HWSZc*z7iI*TQ-(MD*#;KIAnmn7BNsMRqm=pXGh~wf%CN
z?f-2z^P5mk6oU#-7A^iPsDHD!oJ7=AD)p;AU?P=~pa7~?ViYRlSLgy_J@p}UqK9tC
zD*=%pd<lb13P~DSZS2zWn^o5PGH{(l5%7%KZx0jNHhHfwmhSu2MRU>oK^@ud>ywkR
zS~@o(1;^{{7F@iBfUlyuF>8>o_2P68j#;tfppX<W-@*X=U>A2Od%)s!{e~+A3_s<+
zJQ6~-*Bh}#&~04LHQdJmnj9v5*UR#bPl)J&ke)8TA>_qF%VufXc`D#goCi<>S2Nhk
z*@@C(Gu6A>&Zqce#t9HF7m@1`xov-9MmrBTFTiq~M-)BAFk$G-XNQi1u*+_{h2=a&
zH3xACYOescXx<#q_K){yLg12zmom~kv}HFepd~wya0%N=5CP$aCVl_~`GCLycj^ML
z!vF+*I}|RomG}%Wh4Bumpor*w3n3WhBiGxU4dqpEh*j?rgEGXOo=j&>Fc9q$qqHHv
z_5><&l}h5Jk5fC>?K7en<}tyuKr-1czJwm(5vL+H8)pjRdF@fb1orgGG+5&vuj(M;
z#&X()gS~}EvDQ+f@37XPf8Z2`B?9gslLRIv*XQC)PBAKCtBgcU%xEUrbOc`vKX%Mm
zz`+mgeHA9uv1d6At;-aHH>_{TWFlOx&Odd(UfZLU%Z83U1R`l>Cn1J8k&w#<Tm9}=
zRtu&<;R!4_#2&i9Z^pj_l5ED0*NOy-O9nD^M@0YB8x8^=l_7mWEazZ*3=1^I`E^Qi
zMP3o7C?S&tWnC2663LAgW9!iu0ynGz>AHe(5~L49<VJ)5Pr6uva*C8>ycdg-S1L4h
z5FkPzJC7rk76UFm?g_|8)6Ity;{$f305XQUY~7^n&P_W&X;Ihfsg?uv;*{^`Zh^%>
zyFv3)q2aCr>V)k3^NZ8THV%#l+1onjQydQ0swdw13?#UhoigD7!y#<r!>MhyX!!SG
zS>8O8Z{(*xbdz#RX79eMxa7@<vjP<4mXHTp4KSWYF}W{@9u|)-gLKEFm8^gGmRC<q
zDuHqPX*E;j8E<o6_2bRm=HAC(xJu<L!X$SW7NGgHOGT0ll1*P5v`0TJ1ru%f8-G(V
z?dr;1!hM&WUHw7kRp&uVg3-a6-~MVi9I<i+=wAxV7ZZaSb(mRf9+z+{bJzm5h<>|H
z*1%AUkE$$oNV{u2<y~in@sp%@XKqx_iU#C#ES!7zt2Q~2In~uyy!W;*pBTxw8$D%}
zbW;y&=S#4l6;FK0tH#ra>3l5nl;!*H$fxV^1rIDvmHO)^9kve&UJ=>o1K$x;!t@`U
zSb40XYk;+a=q93+p4w<0teu{6bPrT1^p~dg+#c2<ST@(LES?IxU?<AI&k_q5Up_2U
zVkWJp-eO@H_ApJLuYO$hkFv!09+=OImws}ODE%w92Izwg-sf1N(S)Zc<73IS@-EP)
zppLM_2-CU30)uu9?KrukInu`mSJU9EM`-4M)yLP@ZzuEAN#D2iMAJU3%832Mv0H1m
zwr*HSNjtfECOo4V$AY(Vnay4}cv@NZYYJWeVKU=aiM1o&u@aN90||EV-hVd<`wH(M
zK>q&Z+re>2w4mai6Wu<k3R9EPKAiYSs!uYj!E^g{`z6d#6{f7RZH2&|siOhChbnek
zGOX>DDr_4o%r3Vn*mXQ+TtxJYTljEX4CUq1ul0!Va4SqVE0Pe&2C`k9kyMjZGXjHQ
z)ca})lOD<RGP|7v+7;X5gw<NL&fTxZX$_N6w-&+PmyW+00>F^e0>m3lc2T+0s?)>U
z&l|E6+Is;I4?u>1J`T1Jpca78`;Ux{4wVkuCU2)eC&(sf=ZQBwK!JCo1wUve=odg3
zKv4jyPk*@<zz0A$AW{H204;F$PrOI_2-r7(PXXl4FFGKVh?OXnST=Z@_&PwBK${Mo
z;NFVCCPu)N05skZI)9)+7NHhl8{us(OYg-@B-5ED9b8)oax5oIb~t7{BfFbTEsKRE
zJNP`3nA*-pP3-Q{S@E3u9b`pUQl>=JU6$Y8Ff5;e)Squ$I82sr^e`6Wdw48gOMf~#
ziMEjCgj*9zy?AJgrmP3cWWaj_Ft?4(_?q4T^Au>3nM&h%$%wwJ{$#ygnCZ_*m=Y~@
zUv_v;mRr8LDj%vnfo5DrGpeN<Hkm1aoH^i1o@yt~X=BgvFcnSd*p6fEpkgei8#19A
zGqJ0SzJJ-nSQubhrea)<Dlt6~$m*|UJ)JN;qheY%XIwUCT2?WvT`;Vz7&qC`Y%rZz
ziJDqZoLY~aT2Gy7C(Q|GU#oo)Dv&a_9x<_=F!3V!JZ}Vv=?~B{q;<Cc#CiM8?D>Q9
z#>7a^_`AdJ9hQHRfd1E<H&samK?${g*w)Z|wb!*U)&G-m^fzY;ih+aWb5;fX|2N_r
z!#{{`jBM<mBmMKk_(|FN{reqb;9&p5_~rNZ?>;Pyzdb(wEdML|-;7j#6SV%T?O!$a
zPv4xsW4|3~K8a&YzpsSj4@Z^X?lqsEe~k3o<L3A8w~@>rb*9hr`81pP?ZEPT|C43-
zdBpFLe%IKTKkL7bU}pcr35Onv>2pS=PyW|$&z(QUVPnB(W%xZK(`W79iE6*2f6=!7
zUa`M#`k#v+qibpSNfZ13UZ_9VYM<UWe~`ok1+AT-G-w#<8Gf6%eBMubdXCSFW&Ces
zHJVQ<n1G$W;is<=$ETmqKiFzapNfY<x;Em5rp6}rP^^Em)js2YbJad)6L2*CgUtBH
zh0#gtI{&%HK>umq^KX2$-^-!^^-sRq@5o;l{$G5x-wrpQe_wy`)jr*4J{R==%2&&C
zg?9g@l)mq>YP_c5VBJ=tK&&J}!Y?iuO^Gk8R{(;DpD7H%ARvTzjlUJ=5AdrWU9Xql
z8xYkGe=Qsy6UCHTn1LK}QjkmLMAkSBW1zm}Z0f9jEqdOuZUFR0&4(fi?s7{_4cFaB
z(M@xt-TTCad)(d0Cy@@tQUJN{cz(7%yH_j;Zcf7iYXSV1hbt^WYeAJmU$Q~QM#z^7
zwW{VEh9wnAglkJvv%)gjdxY<i`7B-h)sY4KY3sE{Z}|or_8`Y%Dh;#Y<0aU)Xr)DK
z%+H>;=7-?(^W~=ET6|mVvrA<(XD2alR~LeBC-V-lISV^b{)00<eQ06YXTEXW21qSY
zER2&t#Mu<VLLf)vKks|u?$`ld`a)dXYp33yrmM}$HnDbN7BvqSvwX)&c?~&k%jNlA
z?S@F_JJ)_}yRrgKplJMrg!l@Vv#v_JG>GtRjMU1VQE#e~uJT>|ZmGP+p1|Fbqve2F
z#Up=DY5_z225MfbD<Sa58~6j~Yn5k^-Evcx^t+}I@NHz3h1bNS!pEdey4S`!_lH&?
zS5_-m@C<8{!i7`#(&4qGO<t*!%Zg@MIUr;ocTtJP_j864jn(!!nsp^}&2}a8mifF=
z`^ur{*?yxSJ1PB|nT5quOOqdun923^dDy8AB#-E^9&-1BOQ43}v1f9wSr!4)z<F2_
zXt6Tn(S8qK-v^3`z4&51CO=a;3p~HP{^&$S{Gm+FBiEd@0h)&-p;@-84M(EjP_f$q
zFCo&j+W{_dhB%}RO!9-yJx=IqkAr6>b-YMs1-Ss#p%|ec^#qxe%XBe>l%vM3HbgBR
zGHJQ-D*hJ6(qa%1!pzh&%v!2=X-ArYOVg@m?3~`bSxIRORf(0tjG8$3mjs8FNMd0?
zVHDy9%uvM|>62;uuGkETmnrgq<;~P<b&@StpzGDBGqX7_gta{PFBU%9gmn#D#GQ^J
z|0(t*R&RN=)D>3#%<3_9SL;52`|6`I-b3Zo-AjP=YKH~djc{c{LuIp8&-d+6XLB<{
z?ruys1uA(|_vNL9k0ZYt#D&dLgEY|aDOtT&SL52xCjwwwc(;ks-Px~6XW5=pqjzl9
zrrI0p?O8ZiSW#%N>{lK=KdhM#0a?Q)2MgE&5n+jLTHZdSBA+y-58jz%pFSF$F5}&_
zgsF=yn+!p!$fF;*p*QIGeVoBF3=d7R-@QJPp&OV5ns6i_p8+ui2juwFgB)`*vRJEe
z&bltLXsV7}X7Xi1M1PP4k?k26OOK|~dwv&nHL;-Il$FHUk-TzUr7h^OsyR;XE2Sh=
zLj+CF0m-qze(=6?>7&-BM=u@4I4f{(z$?IbR_S7|_BbHiaH8Yn*mrxIy||mPy1fV`
z5^H5=HfMFa{QB)Rh`oBCiYQ`Hqw-D0dFD_e^jIY@G<j!T?T&@TX5cgmHyF(e16NZ*
zuZs+2rgX9tOz|_-WU7!^#1CC=$rBRh<&6ZZ@ZEmpt1q#gjN>ZUc%ppo@UXLm7%a13
zjqVA(eg_8={SVKBGDQe0NiF})YGLSs05w~Nt95=mZe=VnE+Dd+iH9@n$*JpP>N?(U
z+HTq+sq?;avV_U<v){mYoS9;i^Z8T#9!T5W=@H4zpl$^+G?jrjvX*QXJ{++F_ta3@
zx^6-$r!<fojQS2b)9gGSH{5G024}E!*4o?G`Cmg?sI1aptIa8?sCYP*eA=_Ww3;}|
zI8F^G;hV~`lcj_JXroDcj7ikT$JJS+iBJK1aA6{vuO+E!Y)@yC%1NDloE5jXXFtoy
zdsy<g!E$>jb1TOe$}K67M(`s9TRH9>P9B2N_mCKw8L9Y|E_LtI6(@q$h-57<>G+Mx
zSpS^;8PUl<bvFc{anR~qN{U+u-8+>X`el_n&4Wcs%)?<O38zQjM&|x?I>o8)35Eyx
z@CB^TR{HSzz@m>$%uGzoALb3Kmo!YMkHy2IFN@z+TUz_9b1;4{%NzHYi^I!P+gu*D
zwXT*hLicqJr``E#e7I3-#@`xvi3yrq>zn)`w7M?dkk!#0El><l4-it|nK$yL^|}dY
zGru89S7#}^x`O->uz+%<BSviu3llN@>QUy7d=&!*OXXO1n5tVX1`OlLD#I6{5rK;<
z8YdOv7r@%p2g1;R8h$($i~ZL-i~~g0n!V@I@D+2x%+v(L%YKZ6{<X&$`-HZ_qk4A7
zH?A4jp{GU<WzahWqsvJ`-r>(ztCzRFja<;nNY&5$G#7!}uF9zu>=#spFo(*)08(yY
zLN^y$>Ime=ExMpX(YrDvsu)AytI84cQP<IH&L4wZAV3uBk-pziDFddv(Xth?+<G$y
z<cKc#*R~~UlRP6FC!tMfV^@lR_XIV?Tc$LLp`WS5c>O$4&qZ|`$r9#X56Hp$tqNY`
zAy-d`)=U7O#CAyoLau&5Ri(UOkL3=fCiX@`Ox6HgVP^rTCx0Pewswcul)B&g0<W_6
z8a(;>fSBQaGd&f56psM9Oo_~dJVLWmS_C*;M~GET1pb2%?MF`{IHL>Hbru6TimT}$
zyg6)k6*)+oJvl_VeYW7BT%@3uD{#S%=PN}K>4${*VZ*BC>WDjLhp(5$;1^Hgam0<7
z)@iS3+QE`tYiZE@nb2YjMUp##JDi)g{TqmCgiQT<H7FD)b-#I-$8P!`hR~7a)tCan
zvqAIdNxSSD&@Y$0$U{Nw^1X>GCH_G~TjJ;_sQWVg@?HLE%{<HzQgfEM22a&qZ7n6O
z#b-k84Py{6+DoRdi;w!)d|pr|{(i<0r>u-uTx{t>1RL6XF@gDcn?;=A%@#6gs>j72
zTyDF~+E_`Jk50miAt#k&R@5AZ?i}v0>5matfR34xmBY3SWQAoh%M?nSPw12)EK(ir
z?3m@#bO$}5bYeYCF%-F1wu%K(VWRk&&`oC6N3BOLBxFC~<Bj-IwU`|omE>1UjVKz!
z@wbD>Oz39XbS6R4{kju$XY}YJ@hi6O5I;hYq!hZMWh+77cod=>lO2a0vyf>07xrYv
zTi(+r7j3(?SBLugV(h{a_EFIe1bq~tQ%4UE@Zph4KZ2^bX5#LKdxjDAesxdKS1?+$
zUa<06?{lca(iI!kcsqM0=r}_7s`W|mkxBdtL9;M2*hY3?>+%oEm-27w)(1l9R<c@j
zVGo6Z&JF;rf3*?lvJnuV<D)21>>xh|1<m%X!gpdU?p8_^?fU||<fmweT{}axX3e>g
z<WOwzXnyS`)H#E8)wTfkfE9KbqR{-djQ`G4+G@Bfdkd7QNTq6Nd^!$8A(T#uHuT+%
za-PNiN?`1Gl9`GW^A3BLz2q!&D54Y@tgr&JE|WGNYpUpJbUa-dAuPK>jA>_RKQSq>
z$5JV?xOhZagZDL{#Nyn2QFzPHMBDM;L7mj_suDB|u4F(-iP4cPE`)zjv0(9<J{&*+
z3k{Qs9fwxktaQ)1!|Ow`AH0Ic%XCcd`+aY7f(q@j{STB5-A86LUZ+Qzor8>4`Jg(u
z*SWbXuLZ@aYXvcVCk3|Egi0aE*E&Mw%Eb6khgwk!6s}TV3r1MNN-lrtmniA=prWrD
zCL|4}swY3MSlm-TUyk>4f8tbj3|rm{D4jr9zbSz#%R9S#1Gl)7cVqT0<%FVS$9w`z
z=L8Lq*m$JyL>~wb3NI*m&Uo8~Zxekb^7O0fL8qt1gtxQSe#?AY$?ymxu-`-grrx1a
z&GD7#Qyv=hzd$ue;FiHPPA0tx9kP$efg2~bn*}+bdBUFHa88eL7C=WP2_pA>lB4w5
z`XYmDAs$Ua37I|WaJlj%^m@ZRa6?!yDPVDJ2hGv_bfqhW4-vdYemH<t9_o6#C9WX$
zRPUaj=L@8K3q(a8epb_Pqjy0p8xI0?5|`P<98}VI8m~mtGykOzIml)<;;CYMbF1N9
zkDJSTgZGu{6}Dq*7|yDD&TIcidHaBMqa&I}w2L~CswVtn7+xE4%H&obskJKIY{?xh
z6Z@-RT9bR&dT6u#)X5dh@Gqfw5@!1A7DZ)Q+`v|k;bZaHs;2f??w<}+_3Av;D%;bi
zZZwX~Y~eS9zY=bmIDv-^Nb+MTS%x_c!w^;0l?*@$TPBO1UfU}xdIp}{%Q)u+z%m!f
zp&1j99HE{AFq@<4Q;!m>x+COKEHGZBu<Ilu`ab`$u3XAZx|L_TY-Vy0mUqn8mY>C8
zWJ_KiPnjkP(pR*q9pbNySd?X*uJR5f=2e1H-Vc@xU%Zq)?&p{L6c;cm)*fbqq-Z}O
zQQL1i;Iy@T$}0H_C&Yfp@<5*Khc+D8a0%JPe!qqQ0fiKB5}Bm^(k}K+2lo`DW&`NQ
zoKl^lqV%hY_8+Ia2!hV>8Gmf9U>AS2wXw^M%&j1P&hwAXl@x}mFxQ^~wNEsmZ#&t{
z9967nA)95ZgGC7RcFUJd`(+%du%9rxd~@2`p`Uss>-7|8t8|EYxF2z6#m=&_2KMYZ
z{5bu1dn1{IWI9n-SJZwkrV+s_Bvd&wMx-5<(J7;3&rxp;#3w+=-7T3L4rNP$?hL|R
zSO_N~52^ZrPXZ?qBE?}P_e=MNkuGFAvr`CUk0e0BM~&B7te7&<Kn=MtR0>296gv>j
zSi(?&s5oYsMC%s_B{^-ts3K+To(@84Hvgj_C+y@<>@o5{XVei7P+%bzXom^#1ORxI
z;H8;lqZqFpd<j;2G#LSP8syKfXDyzL$Fyuzv&sQ0oz4c>zI^)>@)%(mFdJ+Gk2TQ@
z6YMx2$Q^uW8VtR`RGPOr<^t_6>cQ{($>HxIYW;BDY*>i$r9`Y~m6$TlyrhKKvLav6
zr2;`N&4j@yz_+*AsTI-@v3xaez6k=!vX26rsLJ4F+q$Ozh|NQ#T6`^Buec!C+I=ls
zUmtPOGB6KX?T#O}r2jqw9*+fFq1_Mr#mg9Wf&|!L(%S?Y5_JspVqH?(_xqv9S=CdU
zNkX`@NWwG>MOsZ|DWfnmI02>@O(nk*p8{x0o%S5VG<9m2h5adk>@W5v{&kXVT-14N
zo+QS2ZOJLv{hSk>C29bToCN4K1k^O@%@o%zk;@5xw`sX`XPXgQMFM=WLY&k%VkrmA
zwH1%<VF!C2XT*t~9X6f@9jW1!k6Jz5El<}?^%;rw7d*TkAX+S1GDp4d9@T~_WT*T0
z(XuAi-3n__1PQ`<;lYiX=t=N}mxj0!%SCzG_4)}ZoX<sYqLya@g8U{Z<It<9m849a
zDv2mGp<<9!PL$@cJ;NL#t7STxUBeg^?<_YR5R!@1LU1iaY}L@^$93PS#dF1_#E=YZ
zPMx`=MX?7X2zlidJ~}sAEm{p<9i4hO6p%jlhKn)aLoyTLG5Ori%y(eJFPik+-OKHa
zrwoiFn<{g@91es?=*2jhJ#zmfP;JCv&5{)jAnettLRJcE>Fde1mvfc@Xrl~WSte@T
zpAH`xHR#UapkKzgC-zS#ASLDnB|dM*#mzyu&eET$XX@yJX5hQweZZ;Fe$RI50k-Dj
zx|xB_*h+kFydMyPzw`SEtt%3Ri~qqP&~Lbce7g628d0NWJW2Ws=q57%WMS?WVQKYT
z@{6>p04WpSdizwftcOB)3EHfal5JSC7zsn&di%PJ(%do=0&?ek8UPXG3Z#%tq%af`
zekexEAn?y-E3SnGggQkxL^pnZuM349q72QxzC|9o`|aw~g^tIe_9E)Ky!ZREj=s6a
zZY9A8?e`<c`h*r8Iy<E4yDT?7(*o(nsro4}#9Z}`ea-_yS`{b_Pbi2L7W(Uh#E7UC
zF~zFlW@gfDhGqur5bq@I^HF%We6mb1KUw^T3+R=2{ti8Qj1b$XERy4!bNBsTx1Neq
zcO?LI53w869ne*eiS9RTT+J)K_j7HV+c$lr8ZznA<siNyQ^2teEBk5M!9Lbo3+kIF
zNTifG371cLfoUDw5caN?Rd(H^y0ICXEx-TO8|zo58e;CNh*n`9(zH3ej33R24%BGX
zHA{L^FDNkM5da#=zyRQ&lp15d!pVG3_ZYW&Ykrz<;qJoO5GHgs0({X;s9Y0gA2yj4
z>}=ZdEtZc3B}bb)7l9C>{$Py78V-{I2BbHKmaFc3JI)!v^_Xp2cs@D_$5}Vr3*0II
z$L(0|bKvvDh$-EX-!T*x<7HwzveMD?BM0BhG1fB|I>&wBWrHmQWCOI|MYiQ4L})l>
z70Xui|Ee#j|02S`UbJD}!-|*0k;PY7bRL|vBh~bo*qW0uH%{%CT(^hPHX*{iGH<Et
z!JK1eCo#OW$;Yi=qp27;+O2l=7M3M4h0z!8fds)06bB0d#l{0*6zcEkpaVGtTwILj
zOZHMzl{A1|q{oMa4j^ZR;s7u)sN9joeF<F;jXi6~-e0Rnv#wZqv+Y9WE_uOA_uSI1
zeC@ri&apmcq_HSWR$OhSR&BcW_j<+BIP$UFV=>R586L&nfmxeVTx#~x*qMLDpvqTv
zK~3klh40C*PuOVN&gyewgFoocj&4Dd4MD9G{{^b73F~<xc+rbn5u30Gi4ABlCDT?e
zwSe6^)E9EkaX)}vk*H<cdhunSy>cyZ3*rc1(_<|SCxW10WXryJlLBPrG<ALAX!91X
zK$>MJmR#Aelo5x271glfnwY=w24EXtjwcuUTe@PSS)QbeU{)ybB)pF{DYBa5bDFMk
zmR;73=K)~BA@|PwN4M`u*_R-Z#S>%lKy##DMrJ0G_}t?2_P5N0zIj~?{(WlkZ=MQW
zIGody{VJ)2nI-4Xpfp^zklUwL=Xqx*epy?ZxidSb9y6@&F#bSQ_%MRYT?N%hB+Xp$
z1E(X|9Mq`NxVOO5m5G+c`H+6%ietesG+L7RhRu1)(|St=96A`4t=0@@RXUP{TU9aS
z_^|Yu@<D@X79D%vjsyGJc!`+oz^H<nW$o>Nk&H(ZA>O=N=0Wb^<ninsK;jJrfvaHg
z>>fS+;US!v8q|oh$%zR|K?cBe$stJ~@Pi4Yu+a%Ch+&6FgMmpKF~YD>$fq_h35HlB
z0G`eE7$zhwB%<~zxjz+nR7PliB)F@-i^sDZdJ-!>{VeuM6aS&K2{@&}Fd!{WUpiC?
zruel2)a+{qxqyKY8SM8tupk(I=`0W!mt%p~LF=D+k9QmBC`^$ZaH@7}p0kZJms<}%
zu}M8rquv!Ka}Og_9f2I=_;HX~g#{jihkGTv4LEJ+X?6vE0N{_l^dbYd0=gs;zy$NM
z8Kk)%kmR3Hacw4{Z-Z|)%;a3I99Zi|div4Z$QEyI3Auw^NW&KV+FbOP5@L%xzj6&y
zaF2*Z#)Aq7oMys4I>Ja?_!enhihjL9F!_k#Iyi~%?5e0REyP-ruaII$joyb7Pe<bp
zkM6f{utoEF8_T62E<p~Qx0#ul=Qh)G6mSGRqcPnw?NpE<nK09V9a-{g6maup>I^_a
zI&-dj1k{yq|L6I6GcZ5f5oC5Qnkp0&q5`<e7eGh%4J_(iw}`6In_VQj=ZtW=4sCKS
z`SAr8Xo==dF4Pe7(DnQ<ncGQV*;MC)G%?QpJs3Q)hbND=@gex-KyY!}`NekVh%F!g
z@NPObdzQi3Fs;b5!?+LM&2RX=$*oE2(ppgRy>IO)<F@(<NCuM8FY)x-j_@w6aFGLH
zt(c^=WX95g2$3&by1VoEde0^J+xLQBY$>xpZLGV~1t$b203$a!Vy^L^@fZ3Wi2{Q+
z;xLI1au+W#*%~g$N?4&#21XuzQ)9U#<|nIn)^0l$S0(v8@tLh2sVS}sMm3`tEz4Nl
zF^PrbATvXu_)(y2!k?-j_X-sjgE{?krtKWN=IIvaJac84HjL<46Bap);dxHxTz40^
zz2|Q`zROIbj0T~riT-*Gec>briwKAks?fx8HtTeDn9C~8W(kU)PT=MC7-N4a$@svS
zShspz87XP-aC7v)EA0V)x`9}Lt>W~q?>pD@wGsa*5oZeP&h-I7rqeLc3#g2(pb6K>
zL_1lKpVYQ^RFLi&v#k%tn_uwdOVU^Xa?C(@no&yT<D8&Fx~uA&)E-wBq1llty|z*P
zmJL?UCREQ)k>Q5@gCIZ;Ehov-aakZwqpV6MWP`>|Um<-pqgy~6)@10bD;?V>MLf(4
zEYX)Uvh;M%3VfCcXlpHH$LkK>=5xpLml_6bcz2Uj*3c##r20g%Hw!Q=gHycnr|qIN
zJ}_BrfUH*t)jSlI0i!TXVd0tpp=8!v4V-4HIs25}K;re;31GTX8e|N6Pe2`5qTbVF
z6v6QGIVPWN)xw)+jFflqL9xn6Ryi2#hP7z$&c*fyim5l?%wMZAM$9(9{AO#G255?t
zk}!r-5NR~U_R|5}Tzpn4JAVw}dGxcogN}mCALBmxpMrB;<qYVLwH|+a7>Vsm+ig<o
z;!O=O*1^BVp0__irrIGkO;%bsgX|_ATZg~>>Xm#RX8;d=?2F!v6%J4n@tr4hvPV3|
zrCmas=?fXS2NCbr8{LfUnIr{(0eW%8I1r|<&mh4a<cDLJWxk41*NO2Elol%9YBQUv
zq^r5Iq|qQ5lJ|J)><(7rXki)do10U$J2Z+$d!Fr^WIP_Vr}kp+{;?Rc+zPW-&I2_o
z)+2DJI7>eU-rSbj?Q}NmnizGqw1X|pqSyvC_B@{ou32I-llv2^eT1}inkQ<PZ@o<m
zj>PhJ@)fVuVq6NKks?>5%UB;9z$Aj~(GF+wfai1=i>w;NPF2oWr!Q_zuAwjCF!B~D
zUO7(zQwfsnBY6d^=echEp6#ADjz3CA_z8Ww)G-Rcs97=>1RcLsGh*y+Y$|Rhno)>j
zv#Uzz*8+H}MTs!~VsrH!)*oc0qx{u$?*mokXcb<R-&__{;WGRrb?6Kbl}r#Rsg~?S
zUE`6oBJ`s^jR)GC3hybD7ld?^Uv@wpgjp0L$B1f)(mE(MLEHoG^BW&#0Ls{;7sPB*
za}R8~ZBrNuhD}~~gPWOhPVf*jFo<x?*d(00A;8EC3<<oNgU9IB&MjLWo3aO|Hf`{V
zfIXDeEZyFPxAx1V(-4|48jBc_7&Xu^37!lFK;|&hxwAZn8}W2q2Je`o9B*B5ZY&{#
z`~Xu0hf2TT8V_fsnIl%FI4DC(^5}(xBB(7MphFJG4P`Q471B}lwiOS`<B$V{`%AY_
zE5L3cfcqD=*xhhvsZ;SU?8T75L<dh!F5Ne^V0D7*LY|oUxly#aAd6r60hh0R9(0)}
z$h&|`xg=xQlCbmZsrd<zgTJWj{iOSN*-3NermjoH^>YXN@b{jQ+PwOq6F~Wle?KUH
z%giG(F>;{fN%BVUmIrc++>iFD&y{mx@H!um@;X0B-XRjF@mL1Zme&;tth$Asb|(p%
z0SqRPRSahE3PH5<Fv;eVtIr*ej{3=C5M;Uh!cA1`JtcvtE>DNev|PM-ivapgh8gnn
z{ElzXki^SEhfrL?XR4i}|4}3*oJ}$)qO3=4?~FYG(w`cK7fSGmtV9(s{Y7yQS3W8%
z*c01))t?I@$!~w#1tgbF0S-EwJvMj8=N!q|Gk9tp#_C7nV-)!{cCMo>Temj8J6x}n
zKpA%y=D|VtcLKQ;npLZF`UfDV2)6{qaa%mVg*1Q(t;ND18~`hlmQJ!HJreIEm`CqG
zK+9{JPJ<2+e{Y>n#%<6-YSZ<02rYIlc=;&_syf%IBxmB*Pj~1%1Qwv3yM+uGdLVp!
zhA&q9<RPlvj9}G3C5u04RC_qTc(7Uwz@7Hep7!IO_ECIE8QA=m8u-TU?dMDlux6jy
z)zC0M&oWq6cY--zZe{Y_TB3HIrNTsgVxg{7O_7S(p_Y}U6h$3to~2>dE}RBye(HW-
z+L^T-iLPJrlBW@IVSDe=O@qg(Gu#=}s(Z{CMJs$^v#t@eVcVe*r(yu>Qq-OA+<Q!C
z69}KKQ_R~rlyaXgSxq5{rNHIxxUbH9<$`)7siED`!46081A6zI{P{nD4}Pa<f9G!5
zSQt3|!XB{wKVc6<KVjjLf`94l{+ToWJNf;IIQX4u|KB4HJ~P@<x_0(LCb~cH85sYk
z)b3w6fWIVY|CW&b@3lYo|LXsH`}>$b%1@-gf7Sn6?eB5_>ho_$ejfjK{Il;rFbBU|
z{;lngk^dU+KW+c){jZjP6UhCymj5`;zxVieM8fYo{#RoD|At8TAItYYRCDn)XjoZT
zeyiqw;wI=>e@o|b&}%}`{RuG<urjtV{G9JE9K!#fYA*giRCC!rQ33w~B0w?!Et<>r
zInsZD5dMc|F30CY3i$uTApDN}b*cZtATa*1%KyM1Fw!$K{Vy;GWvP(%*mFr2CCw6&
z=GG1+8VV&3nrjM@H0C#it%D`>3@OnNVV0jZp=|YJG2TH0TAe=rATT~K1UeQnsQS)2
zBVQN6fULKBYbu>_Q>l^arMmSI?-$P=UW$ub3^^{+Qip0Lv>h(ajy04v-aQ_awVlQS
zl_bi3<YZGwj%$0)ne{!gU0a7{QzevYd&Vs-B-n8O7`j^k9czE)75g|YnJ;B~sRt90
zuh6u6GCFzre7#|K?q{w-qiyP0j=i(k5D!>WA+v?9+49~jZKVC;7Qxr{IxJZ_G2(l>
zP_ErR)ZBi}`L>BNvQV)-*bzPOgw%RGY+k|CJS-l#Q(sc9W|&qHG2Njk|Fn|hsZ>Sf
zl@p7>BT}S*oRUrAqBV!Ul`0K*b{=+8;8j@v4RglBILyWUshVp2<+MqECr*PhW7qG8
zIT&u7jA44r@WtzC(?ojNs={mUWBd0z@9f+-+kTe5c;$ht{3++q{$NI>Axho8F_*Zb
zg2tM#IFVr(5=CqZ6{9r!h-+jdnyuUr?V7Y}7HKt`>xKR}sB)F)eIsAHj>dAAM5=l!
zuDI}Fk73Q%H{Lh7cQcWxb0zgV@Ytwq8#AL_Z-sV)TY06o;YGl^-ZAi4-3@_st(M2^
z2;k6UNU(!)tn~ug9Q_gcN!;u_L*JWw(<&F^aM6BWE?+Lx@>PUXwC^qMd%QeG*iSlh
z5mgp889(k1Ip5QnFqhfvMl~$TF|ksHxtm9ORM<TR(3!rQjdf0;591!>R*#C?WT0v@
zy6zvgV+FOn7{Nul2xV=qddSjYtUcUTvN5yvtL^o1?M3Vzjk%R?rjM*VwN9t*olbc$
zwY|hv;cyv@*N72id9a-?Zmo6MslEXZ&%}UzGraDUG6#^L2aip3<8QNtjIj;&Z)N-f
zDI&Ofut>j9Z!9{Fn>Lab*w2alR#~miR~q5#*2QzHV)GpyH}j2EENur#*(>qh;xf?l
zQ8;}E!}}(@3Yz^Leb!q<2Q#tj!2-Jh=;@rXvu-ze7`|&vhh!0U-q+S#%QORiSA8|C
z8gK9c)f@TXHDX6iC+ex~Sr<#c7%hbHPD0)+D#`dLC=ME(>P_hF@Nls0@EfR?$l7V<
zEj*1<u>fqL(($841v5EZUUYmmdw56a_V%Jdtw;iLpZ;swW5Lp4EqPg}im9S|s5T_I
zK(yUCWwvl!BBBc7?Jo(aG4UKf90@YBd~!{RhF?tWJW5USE@GP5>lN=|mV@=n_xfit
zJcZi18yfW`uk)ceaVkp{g~?iV1<w~|w1sKvDHSPNd~Lde40%;eS84}93%~LWX41~N
z)~sD3SUTped*;#FdMsrhMc>NaBYpR>3>HzeaNZRjwdo~FZk&!wMsWQ(QHI@nnZh#t
zhQaKwA)-8c1bAs*ym4v7#U*#_UQUJynpw|PWbw95{Hk4>OID5`IP?g_OzO(9Ta<5b
z-I%<LMb^l?8uPhHB8?Qq>h6{Ut8cO_K%m00QYU-0=uL^x;=&qmkB*gluKee@@~o4S
z?Owi>$%OmMU`&~*uex^bXr14K*gHvjnum!&H}Z^dTk&aHdPsh6YtGMWYRV(^(rDe=
z#Z|~zPw7xNna>E4Jb|};*{f8Rowz3VU_S84(_v}Eb;nqRbo3+Zgx*Av^Vlk7+>^${
z16m2t8{dz>m1|YI5J<0ZG#SM#Oz?5-<7MuzX&R;)wv?uA7^q-v8YbdaUHv?@DlhS~
zp{BZXj)<+U^7HtcR9K%Gy97<w^~G6~E3kt0lB4)pzFoejVQIYgvD1O%Rhk;q)v`}N
z36-;^w{1h3Ywiar_jJ;8G1cy~xA=bJ{<A9^KW0>4hDtaKu$8Vg9XfUhEg&%ghbx!T
z6*`{CJMaA)siTt%^V2j$S^MJ3pT?JsSSjD@p&C&mN*-X?#*>!Q%r%eAAi^)X_4S3&
z`mw%0SvS=eoU5F1S-(D78}scu){Q22P<_1lx!v%!dGvvnWzSJnq9+_{Ol8i%WtDT@
z&LE(05fWajO;kNWAX^K`nO6tFaCv`h#X|9#Z6e3zh~-km+Ck?D!TGJW!TEnZXWpf^
zY8a}QZKGa|4%zL9hI!$-b`s%i_C0RCmt!||1ItMtwT?7GUrK~|=9)XnNs{_@*v9*z
zUnaz(X}aGJNA9p10BoXG&Xyax`C|xb4qs3?fO%%l^X_eUzVoBldiL)1f-3o>Hgwnp
z7M67m$#H&h1d}r2L*FAu+Puu9w5UF;PGJsQ=2bwlM6ybH11E^cS!SzHl}bE!u{?b*
zAO{LtX|oVW428Y8Qyw&e^3#d^&ro(NG%skK$oR4d{h367c=0{w%w5jqO_z%f>>@<H
zZ%b#-=GRN4OG;-fcNjAfXq!b4WMLc?Cx-#4X3SY-JXNpt#k~_TF*>iypK(<2)M`~g
zGHo8)teSKy0fuFPj&-PO!!UYXNuK1v*cc$KOKF$&bqNVe<z^vnZ)b*v>))C8N-T;g
zQdmghElTW{vSQ#2d8tZzr)kj#8fyi}K!EQPh`{!`F;7+Grua6^l<fCH1M^u&ZrDa{
z@OIrO?`b;Od<mKRQbLm0cIYp}siSq1u#fwfm#g^+vA-$KNzchVyy<HW?Ouuf8Y-_^
zb8Q$yy<!nNlVqmZ{+NMoH;DE6nsGl7rLC0Ceg%CNQ_Tq~#1`>nO>wEjEhgzxL33FL
z+Fswefcm%$q^+@O4()FF??Iyeq;`=ZPE7CtTP-8#nPiqzej>+A1SZ2pA5kM~gZuwj
zoO(O^{4j}ODI}-40^+F<lJ*PT6BKbjnOr3Jo*Zh6#zK8?>MHW$J#sgb2tN*N-YHs%
zvI>d|ChMEwt>UArxRHH@Q2D9$1LZhfOUu*5%fR}2kv6>%G?$A88HU5cCuYXH5=fK5
z-Es18<h`>8&FZN?_Ow3AVGNowuIl)9FyS)0hWfHs@8;zhVySI&vGKZzhPD5MRMMcy
zdk-p>q|9or9+$sRs%d|fUnhU@bBu4f$_fjlF3GiU&AZk$7VYE1jF8wro`tXg8>=rH
zgV_=>nH5rcAgg^X>X3B2kge{PuHaxL>Plb7)RadZN^?rV!8cw#-sV?7D)WNlqQaVc
zc5YA4u#88MC&GJ8h}(UpJc=4Z2UMTmql3drn7d>lsFC#KiT_!+6gOfaG<ZZ?QG&LO
zXI{BW+f_3^ae9^IxK{_o+;ODxT**SQx*Ki6tmX0Z@^R%v3L%7I+|u`#)a^Q|#`=NA
zda<I)a?M*2%Jae@B_E3NN`qYOmS^WuCfuuqfo0}TW&d}RxN#mS(|fV)wED4QjPEOG
z<>g}=x-&6N=do5J7qu?g@AJrA8PYC0y=lu^)$-eQ1P=2AxGF)}h+wdYdPYB$vGfr!
z37$Ms>EWqCOS<khM>b_DvA6-X04e~ek_+*Z3;D05hX!#Nj4%x11^#nEJ<2#p?blDO
z2X2h&poGvwxJ=Ves)jK*+)2P42Ae_+?}xHYkjs*$96Aq3(kC2E1mGG*aj0m4r=z-_
zcU5HHTM09%3Lx60UI}Rd+|r3_1JDYg1w5C%8hF2q4I6$~XQ<m_w6L~IZsM7(^OK|J
z=#aRQoXmS0Oa0K-uD$k#YvX)z*QVY|!{N4};%&!6+iu~&H$vRbO#by(3T{Wis-o7C
zoL842v@zF@Wxufocb<=$SL>UJy^N5T)it|WtT~qBfa8R9?s)B${R-GS<~mNS_NFJS
zjha2<qJom+J+z2a5;dPQVcdvziFq@{=5KnfR>6}{%>)u)*#;&9!fY?G=&hk$CI6{N
zyheS5KyOwP&4FAjM`al%XApLYcYaac>DW8ds9GsoJX1b(q;hOQX;}+hv+A>I&};Zt
z_;DIaTRkb2YmYXqLeeKw$rf|Hs~=@F-bm9t)jsdibP$s(b2s#tB8jg83qi5Ni1!K%
zE=)>XtWWL{I57=0x}IV{q1=0?c_VBjJ`Eo7jo%jtKk7q9L6&VCDo&!P+HCLa32A>y
zQWsr^1lNbpx2cw*POeGEC$h|i8aN(9kFl>W1qC%VwBOSg5@<8l;<OS!?2X)B><gr;
zSOO7?yy<MIPY%$<`+zUn(1InYwt|jVZ!yT;h4>`Bz-TLYduQTe^3{@011qc^kN;Ca
zdzguZW1oWtno<tw5u6a(yg&h*h6E;o%<N$?b|UVb)>;dSj!4h14~PzG-bGpodkW;%
z33y594BHCK3y6reDG-av?!|xP4=wZ9HF`1qh^$(C@|k{M;!0W?8kI3}WUPrvN*g`>
z9YU%nQ2e@2@Ppya4f?$e^kd!E%et$hVRJ*{@`C2^0rmA?VZG^n8caOEo(_$!^cIy>
z_z2D06p*jfzDdYm@ySuW>1BLAmVuR~Y(^`<6>Bt6nm=VsBin!2f6PiNwxKlv9i5Ka
z;Wi!ayhhHs;7zQTTVFNj08`y78w;V;%|(7s<$J&QNaw?anj8E2^!7INPEqLTr(RMH
z19f3J9Evn>3w!7s{!1PWN3SsTQS7Hq?7Vh{Y={V2_|%klKiIW!F7I$vO`*Og0>lT1
z55zFPO*elT%&d$YClv>iptBJ4%HB`Mo1g0CL2{D4{dK;#5DC)bD_gB?oi1Fd4L$#{
zXz6kZQ8ue|LIh=<vdTW&KipUCNerq70U5(i`5LU}iL92*dg>U^qi|_j-1BoO-;^U@
zbaWVv4NUgN>vmsbpk_^a<2bl)dIk$C->Dbz$hz&SD4F|VG+O1MnRdO%wBqBvEr<0?
z_Ch2Fvcu7i9wTfwWBB7D#jED_=hL=ZIJ&?T_|_iG-K!A0d77S|4Wmy290tuJe?ESM
zv_+$CIJ@JIiERcu>@{rgvK><qTowoqEYiwcc`!^e7**c+K}t%PV>Z=Twx@MHGY4oW
z9g!DcW>jzaN>mG=l}_49aBKiN--S-DO(c9r&FU>*nmBewOVJ?HT841e{HcEC<wQ}e
z854a>OR1djKZ8SC)51ZfGr%EbcEBrhgm%l|h-izCSb3KDb8B)!<T3l|9*ZZqVF4mq
z66I$(y<LwmaS~A&F(2BZ{WVjnpFrs(BAhDcAXXM^gcSEzC$lCx%&U5lob^}Z&#cFx
z$)I?;6<n@f^tWv%#a~H%4SQabD+}vYChobP4z$F44?cZKvzt{WtDA42kH^rPZ{F&T
z!BPI|fn8TJ&Kb<=yw27}6u>t5U6bN(cfb-X6C{W{oecd9Lsbbmkvp^5AgXHmLlG*$
zAm0)r=zOxqF!YrE4`uHdWJ|NIYtOc=*|s&?wr$(CJ=?Zz+wPui+qP|YfBmj^@4eP{
z*4iiHjHr4d$33EIRAv6C%FO4wQ%<pqy{H6CKGD>8UXm$2mC-beAKn`j3Y0s93>YC0
zFArW2*)N12UJjf9l1~u-pW-jL5I_Hwym8v*%xw(BOzeQvRWP#c5$!o+Gwo<(;qkoT
zY?GvmJV6gmj7g5Z89`>pRkPyad_5}xRz!&Ax9BhNO3QFiuT9$q>aUSWSw_TgA$>j=
z5+VIkL2lg8pPJ@cDdEjW4ma!kI^HzyF9xm(U^cy@K?3h|XY8DbdhMM2qEo<1=CJ^V
zoyYVNtwj%s;%xb|j4pBZX@^z3c5s9+L6D%i65z3sY6Ce6#7ji->Q1IEG}6UrxL?l9
z7*kZA57i><dpEFa1K<`z!__XYaizRs82K}b+skPEoAAV^Q`egH2|U=c#^Db@^?Kqw
zXqUy*_Vbi`>++4UGE4OG7DP0i;*|)AFJ!`snA&aG^{Z?a86h<~W-Nn(>_^CjvdLge
zq%p=p(Bmn;w&MVnfOTf@fw1ZE@QWm7BF&ukg8Ic;OcyZb5trtj4KvOsIVG&~ZM`$5
z5OpDAg5%as_m*h^GU`>|#mgt-2c#>R!zn^fN9;1||3K?=udS+_wQ=A=2g!fHSY@f9
z_g`I<UbMcP6rr6mq&`Y+NJKgmIW@|Rb^HIGuz$mNUF+)s<7l^7*jlLy1trXFxmsrG
zBFanYXVSENPjxP;%XB{P(WOFX{P~2U!-)(beDf48{Vv`u<|BRU{-7Ce@L*h7kfk1)
zfGcVSYDNWYpo_f>-Q?fiqiqY{0UQNbnh4LtD=ueU|4L-$*(xaJ#d!E{eK6evKPkZ&
zsr8^#s3v4Ln}rK;bG^W%ps`W}G+Lo#jCEcZ>l{!PS%1uLB65Bk)Z7+`sm1qixd=XC
z0X_l21S3jFGYy4;5s^YQFdqN|>JOPJ6tl0DF4{5>>~FLli$B9x7zzCAMI~&b{mg_e
z7V|cvxGx_*hdx!#T~8j3XU{(8ZilH{9@*}L&dQ&i@68KFWdcs6Xopuk+WBSOpN(Z%
z&lA;mq&ZZa=|Nc+B2yHJsphSUL1RL{ZqCKjje>Sis!Oo&yFRFavH`-Qjjn5<xs!T^
z=$}<VamTg|&^@XA|4Xzx+tnDjJ^neP?w?O%{E&}mR+Y?%EYi_;P9Vddr<n_JY61dT
zI9wq!dCag8026PQX4i~gWq?sBpMZyuASgr4`|eIDQf+rJhn#MAfhruXhSVrV*fA@u
z+!E@%scBVmU5+C`3DFnQ*eK0ZS*GFReKv``rh}8Uy1>oUO^YSv98@HYJt9bOdf9%J
zMsIR6N!wVIK^q9VO1M+rUVpGUH;0<-Tz@&C(`9~8wlGwMFhOtmrLu~+Q$ss@^WaeJ
zMW&i<IrhZ}AKj0daAt032?@u!*H3$&c}-Ki3aghCS^_g!XqMWVC;Q`*-y!L4I*;)~
zIX}DRH6@c^fVx>@)=y!cfC?E-W?M`VG!F^1;x@RaAg+&w)q>o?74meSFO#z*9?a=B
zM;d2-#Gl<wmK5&4#NvNQ1|<qW>-18m0EO7vMRbWE`6dilh}J`@h=|gtfP1r~!Y8K?
z1bUn^I}8j8s72{%ggTrbP2X#ZA6sRA2&*tArK-E!Z)JbUbjs=P@KT_2e!eD_ubM#n
zJeg_u;2E`4Y~KuhJ`eGHM!2_1trdPKtf()Ra3ZSjCKLpbB-%look6USDqfuz%D1R>
z*K-kAsPYweHc@?9e>NX5Ih)jUXg(|p;J7qcihX{Hn<&NW(5h^Bmb|5(M=G7xrKPDW
z_%vs^YHXEp!TNhFG_u0dkU1f%&7Js*OGiysB*Z(-8Gkmb?2VTNpBPM>mIeIaYsJwl
zEC}>`Kr<qz@k7X#MdJ|iXg`RsR`3`(g}5Vf`Q@}Y>USX;f(=nii0@3)9~H113(tY5
zFT#KRml(?kd3TQ*8T~u*y#v*&1~U!&=+YBp?yT?rRq~DLKfENRJeCt#Q1PNz7<b}~
z6jqwIn%F<As~^S?QRl)uRiCt)d?iZQu&TQ)GL(1U?BnWWyMIihEM?v}{z3EEYk$MJ
z%9@HB^0Jz-cj}m_b#`>UKLp{?aU8r%?|%4r4GOcUW+lZ;cV0B$8J4*t&6}~E-v7D|
zeY#H{Z4siNTEf-eX<sL!#p%@>#)xY)F4b#RlcfKs4%%3(S;KJF=(Dz1wt{J|)N5us
zZ~BLrcC)S}8jCHx7Fv;(+CGzG9ySB`)t+NJzTIuOQwW)yD4uMdUr4|SNI}_dMF3<~
z1U)P+vL540a)<<F&8h{0E*k^zpMrT!5j5F16Au%uFvV&4Mt65-&q^CUDoKGp4)_al
z(N9Vja~b6EH_*1wHAabWl6i>WsGGT)xB24WT{v3ouGKuaZ>3=dK^e&cTH#1wdK4*H
zLq=TYn0V2}X675tn%!7_w6~4!R3U9C)5}(O&E;ms+=n5-CfoWx)+8}f`}?NGqt8Lo
z5N`X!;*gcbA@%6jQux%-mIh;8{~8rvauu)|pac3EsiF}&a}E$@Oe{uvc)K+C7BRm)
z0)A^qjHaL{4FM4vLR>ibh)}>j!GFsn51R!y_%$dNmdc8nySYlR<S?o<e`=mDWY_VT
zs7eFba$53v?ZA*-{&NWCvrAOn(3@5Zo?I}NSCM*_)e=1|ORY|O`PU$W%2)mmP3*Mn
zdy6cf8U1kE|0K$Ivw6eKAE#MxqJ(3iuv7-gBxbC?tU@Y&kfuAeaOoeh+qJXFtF(Aq
z?wrDIGnhQ&HnCNviW%<iI5Pc2Grw+}yIM>-$>m)dcBMi+=Ds@z(s>(<)~`)V+7#S&
zfGfQu6j79cEFF}L>OJ$Aej<D2et>sZkw#G4ZDdxjJK{g3jw=b{N}@;%+C24~HJ)aG
z;Uc!O{$nk{2v5;J>*JQV5msm*3c28PKVEW$Ox>*{M+qTHp5ENhr8pHEh=7tcrX|s^
z?ayN0j1o50qEXuHgv!{0<aSCmtU&sH74VgL-Hr6=()%U-yan;avE%c%7{n>3Ezcf_
zUU(ZLXrktvrN^rO7zQ5C8HmSsUthyqi4jgvB(`*EYA@;Ixe+a00`t{y*kjgt^iY5p
z{PDe-x+JHo<<{o~$0LvX*yI(<%M=EiMy1!yQJKSz=R**$c*4DmOK_g$hO6;V7pcqU
z?K2Vyu1ep~T_dTkhM-%%A|}(GLMh)%9cPdpF?GFKo@uGD8+cr)BpEQW11S_xknPvO
z8Z1?PsUGuyKne?9Ph!fBtnV{^2rdPDwikfoKl|6bT0eG!@w~xz^Qq*kBGPgj)LfWF
zqhkBn2l<02m9!G0y&U{cZ(rgsGAVVmpVHqw%%3-Wlr~lxABI#`tV_4v0@Jf)aa%sR
zXb0CkwX!bB%?D;!<_D2Rk$`T}nY|yBb4$zK;rS&gq2QG~-7<KT1}SV<qUB6X1yDMY
zT}z_!4T0qqE{do}T=GOO<c0R(0WyQ~LY)yBcR>Qi3-dzy`Q?A!U<AaaWd*OqMGRY~
zRqUXTXVM39!3K78v@}fq@C~SLDEy}96QzlxbO?QL-F_|1WW6s=ZML1(eFN-|m*pxY
zl=3H%oZW9trh?48f_Y66yA45KLoW86zJ_-LD$s~OiK4cGGh5hv8olcusiAec-6!y~
z1ki9N;_r1y4Yd}o;V?e=`glyA!C<~}c5oTr{eyg_|4S4l`z_}aKN!s0Pt?bdX6M^L
z+y@^{m>;(Q(xM)nYsVD<jaup7NT3jBM5#vxqk5pjEHJ`NAL%GiLQ_sCEQyyju<mT|
zVh^IH2rt}(<uAp{jQ-uV{jnSIivm0!7`$L^97siq_y$qKHI%xeA5~i)incZ|dAV1@
za)-F-`fvGgu3Ko25bwt5_Zz)|A7iRLISCo6HKatDDjdWWX@5uoQPBzcK*ZoArvR>H
zxb<r1TT!>ivtDC4HRm-?vrc^#>2Bxf(?fUW&4W=eHz#w~a}+}LRh1z<OS4?Lr|uZc
z*2^Re3#V(x-Xct@P&k8@ujNNmF!NOQ$BBXrE^bC!&In2<kv}I}Z#&|~GoZJDtP^f8
zM*<R72%~6&?qS$23@aFp_@=CL|9UssC;uX;VIgsNb<A+uL<FcwVTaH{@_F6LFbQ#f
zw(@=h%60Njiwk?ogDbYsPkZBgl@aPXLD*u4K`+r4Nqd0NZezySKR<{eLCFB7kghrZ
zW7r$l#M4`^6||zsDuNhhFBP;ki{VpwleztINTA+>fXqUUZb2jTr3?GiafCI9et!Fk
zw%PPtb!Fs`YDoVj$DDu>q1k3W!9qB<Cb04@5-RBIT8!S*n)zbZSMS}z!4t{unXo@w
zyxF}2#i4wZEY_pl%OP5esZB+$5%futz_j<S2Lf;^O1@eVA~pu~0HsYpFdrc~+>$}R
z%{Wq?D{A>_07$A6AEulO4v6s6%m7$|OAjhsA#8<;Q+4WRn(AJY60tEXu|d5t32a$C
zVy)=oGU<q+NBioBCPk)X8J!L9*UkaZ%1mMDbL}cTv6iILauYFXsNgzPVp!g3d(6Pe
zX`BE7hcNK3sKS9Shj96``1ggL+PM7l!bFN{)t?cvD8-F{79d+9%zK3CH?b4X!^WP5
z4BU0-xGNFSmV<xGdaUF3GK)4weq{7?(#*O|s)aG?Mkqj)f6}~uuYjfeZvlP=fN=8M
z*yc~eZihe~5)Dr8_2D9-p%`rie0u?!LV(@(c3yJSTCO+QGCzr&Y&WE68?gvb2z2VG
zZ&j>DSQGOQ%#-fGs(*-s<6n8cRjP2d5PvrKQPxH~@BS-xoaR!TdZG|f#_hwL40*Vr
z{NZNb-o(jV=(7A2Evd+eZMU2L`%U<(%w6Eqv~Fx%lxW$GBl_t*m*)KDt#9W<iCII<
z<}m18ywvzbU{f%X-Ex_r?BEsp`AP{@%vnefcFDq3e(rNPtysH(5NSZQ0{G}1o$hd?
zl1LM0noi8sDpn-Pr5N#)Aj^~jhs6U+N<cULKJ!pZBE&e1ylHkh{g%0Q<!F8imq3n;
zv>a7~+#`Pcg44k?@v=|T%hrBL>hLnpyThDEyAii~HCp9jsQhtH>22ope>9!zvJck<
z@4oU!hHzk=I&FNqjtVUC1L-<j25EE?DZt96^A$d-Tu<)csVS=23K60b6F=${3Lphi
z=<x*KR3y+-!<<QEb^&Q>4|&8f1U7?y&itq~hGhM<7BvW!33{xxpDzK5IKCH0u=GKH
zCTrB=?60{YO{NC6%Sh1`5LVI4@@vYx><=0naKsC&Q;hFydJr)YtFbT8)g86>A{1He
z1=xRaRvPqUrf=e0_C5~Q^;HeJagFS6<dSHd=9%4bUs-qSe<nr32wcnz9~!PN*51Wo
zR*%xgdlinXa63Jr6COQCvw16?+Yu$*uQUP2$A*w5nPt;CuHJL;FiQN=lJ`f^a0Y69
zVsuJ7U!)oW45=87y2-&WMZ~m&<&0CB_R~pZ726fLDWA8*OYR_<F|t(xw8@ip-O|5S
zek7kHyIoYzp<IEpAe1xvgC9W<OG9&;I7*cSQ@5Yrzoz{nUVW`>t=!>n$smsETtHlF
z={UYCh8Qcc>lx4Kfq0bO|3YHdC6-}>D3SbkvF~M3Pj2G2i&e+2!&)~<y8k8&A${Ak
zbmq0fDiTTDq<`$(hE+}5(s<$mj&<wN(phcf&A7Omj$xG><*5BtJHy6t6UnO-c~T|i
zCsb=@AIMfZ_{$p7XWW(56IAt0=TUsRR{6!yHR@6=qXYI?bxD4xip9PiX6azv=xq;G
z>C|#9vNKg6wuIi0{J#~Ic0B)j{OsDmfTk*a%(5?j5h^ggj0(N!U3=Q%r~)zjRc_N<
z|8hlq2kwBBCNB*&{d^#1Qe&b?99JYyN^L|OXnM^$(rJ0SJo=h>wEcW=*&6At65etX
ziPU;q*K*<dde>^tQkwE1{_0x29;Gz*(%#f>Ag>>BuqK!iqfnSnheeQ1LYfN$Ma)jV
z&A@V;<U9ILL9>V8D92$k#{srWjFG_RTGUc~bp!9lnkjo2UBAAwD8jI$(OA+5y`UC8
z!q-WcVHx%k)T4**8j%%}hy#K_K}T+`a^Wow2TV``2nl(OqB4e3Eet!JLBA-HhPpeW
z!=08mi8;gCU(ZsXQywysg@`cFuplM^IWCr;US3ofazqp#o&3K<MLv3YB0+M0NtpGv
zf)3Il<U%bmbH3V<x6;S~B+}47qfdJ`s?0n*si&!Dj*}N+#N@wWc^q#f%r_toNRuzK
zs~$J%zP=L~9zV7NdT|PM6FP*ek@C;Y)wyl7KR^1WjzkVuyluytM4qg+YT??)+bdra
zmk%0liPbWynf0M-n+$JKSO}4HgTt^o2efv5=mtoCj>d;lMn(HIA^r-XOe|U!s~yh9
z4?!@-bovdMUX?|2bAMxjIHLIa);HFUII`usM)SEcSWEdTko9oF(A8{hf-hfdrDq{p
zF!C@wc!ml+2x_9)Dt6oPLAtrX^*t@EaRp$6N>5omJHAUka6dX(=SLMzVUioD7hHEN
zg8DI>hpTo^818L26HWCRE5!2;QP-ee4ea}ub7Owv3GmF}m*$q5so#yGvcdaH_%BYP
z-q>+E|5gmzm*AbTaBZK3tZAezA^KW$?wbAcJLK(8K#q|pXpkYVq_1%zYOt&4#`<U>
z;SM`u)qe{0i4rE1Xqf!_zD8zB%q=Tbs4O)2Y#xo@nKcYLOm|BEDWEYHVMOk%!B0+U
z)efjJ7YttC*D0iaO#W|!z;B5}e7&bBBle&^R;fAvVStIZ%;`heYLu{gF137H*wTn7
z=ssM?#zLo5u~UL}6J03kBUiPoHMi-bM}nr)ZUXJi=XI3l%k<{M{UL@23sU$!^>?|;
zTq>HD$A^PR)@Sn&m`x{RoI_1PCl3-XILE6obta3?t4h=7$I@)5rnP`g6Y1=7Cb!3-
znV0*@Vx|VJsrij-TkMV8Vu$ka9<Ve|Tyg<nkac+L9cCM~T^&5jfSk5=ywitxl$H?J
zR7i>;36+LMm<_NXVp?Lic8I^>P&|>Y4|Vfc>VhZwC?mUFZK876gnXlz2BLMne19BZ
zk8Q3dYoFw}o0Efqi-?EEXPv{6C-;?&grkgx-PStHSBxzij#;z}+taBk0n(y!&`AB=
z8?L5@*(}=WBT*h<IKh}Q=sd%A_?N8>dm`o=scFk^mfzI}6F1feGIiPY87OF6)HZCX
zN%E(L^MN%92eL9HYCUv+N`|K8OUsfL-^H(J)XW6Mgetk@3w@Pyz0QC$8<|mlk|eSR
zik)=ld25YIF<NUtcG2YHp(``?k%f!)qf3E<jYImx&KB-=hj`^mvfLOreH1QLeH}gu
z5^a9kb55^FWhRYI)m;?x+{@0{(!{n=?kZJ(&N^`{mOTX$+?bjk-qiciiA4mXJ$!A;
zJ*eHNS!uZvxyG>H1bOpthLkh3ey`$#41u_w)oLvOZ`}nT7wA;g%l^HxVtLJ^lIjsf
zg#*fBE99Bx-*PRmcA(czB_N%;{J1ILEvO*&U`^PNNlVy|QYF-v@h5DpWivGA)xb<=
zz2bi>3I+BBYT2P53hU$2D#31wDs+r<NNeuXtH-gY07u<1YOjvy3mPmeO7z->^<}0w
zNmn(DEf5GVENJ%GW5uf1m!P!sj9dP>Z!}xruEoGZL9i%a@2qbpmt}$*ba2ows|qTj
zy$pvd>l`tBIv;#TqTX0>Y!YJF4deCW!cDi*aEr&sQ<~ok{gk!+v%MC&)zj<~WTT+8
z-ouzh4^nhfAWvRNS1w9!Drsmq%L)>yF#W#=qiNN}<@TJ~4pAH9AbE7VH2NJul8oU1
zq*Pl1Bx%FmP)XKU2-1HQC;k4CwB>k7)Kix{O$Ib9g<6_4CCcoK$11oaX>YF+l)T1L
zl2Y8o`O0+^yL1$_ae}DJf^bINQ9!UIBP_?vg+$0rFtQ^h)K=KbYrs?(n?x9uwRMsw
zkda2Yf)*spwHfU0U03{><gh3zs+W_jO2xky+X`a2xTqD>th@|w$Bv5Hp1-m#l_tq6
z4Wi|q&&XOs$;?{>2Ao;1Hb)9I^~iLm!VQ1hV_Tb%CBT9qN+Wbn_4bT@bzRRso}{gh
zl>hTk--XtI?J^4Q?u821iv5z3zscVUwDJ?M@45=!zcH25(m&Yhx&{WPsi%+Gbr}?H
zZCelXU&SUsxHUtrrS07J0Ke9{asj-|vtjd!)?N;2kly$C=~w)p+=?;7_(b;Lp;-I`
z!T)PffPgsWRD_`K{tbp?R5Xh6NYyAy3oDUgaXqg;197NO5N8-a%xsKYqF=dl^m?fH
zkPh)o(zCNgar|mmxy_gA&x36Spt0|Y=wyM`nh>U5r)HKi*9YlHf+|8iv{C3BBUA3?
z?ih^Y)1l9i%%hY;Y2S;<S&{QS73=!a22bJbLZ1|nmzGx<j_CgD+HJQyZCO~eOXPb4
z%hCe3t)&SS77Xb}?XRnz2hfOKdDhqJFN`oEg3upV8XXxvM1w~=revQ8^o*j~?MUdO
zWySfv*G!-VkYs0QG;@Rf+a)N>u(PV*gMZj-&@I7S{5!YtTp_SPuKZ-a87MmA@t@3t
zM#yI==?K;2+1mSa;hyfXGPJiRLfoCh#b_`01pgyCn2q0ZXzxck(OXLXxrHPMKSUW+
zLyb~fijysGCnGIp^;bZJl6bMk=S)xWN+r;92X564yg8*Bn~{}N_W0CvKjj>ePrwq{
zK?AegyzeESZ}+IH72G`rda1^M?Pt(sjd5Q{OyMBrezv2CMQ6>8i4yX+oRF8P|Il3T
z*x`>_MLf?K4AjNDeko(|32*AI@Lg8gyi0W9Ig6k^a}oy*?Cp9{YD&CLs_Zba=z5ZS
zrUqZp&=2$*q-=4rH*TG1w-+-ux4JVmdE3OUZzk%s@_lXEXugzkieN93KGV*_fjwXU
zcxb#kWvn#TX6-u4JY%MENgf)`rEClvuE*T+CPK*4s4Qh7Oy0Vwp(-eEQtX<2<aI+`
z+9cuu#^=e(DQ?vu_g&scLwCnQ&@jI{ygeThA>~$RzLAWx6^=9sqi{N85M$JE9a$g6
zkAN1~)%w(UGp#_IK0vT~Q^`z4FR{{E-Ryc=1OtTO)4@}{SZy}2Vef3HwO3wBJ=NQq
z+;Guslg%<W=DZnR!_0<CK6@1Xl|j{fvV&ITVIo67S3hW6p4I$$2DdqgBuh#Ed2q!W
z_qE=Q1G-WcL0LgK9ivlj7kl>tzXShCX8yhy@jfdFx_Ka~4CczBr<xibHBQ>6J`Beh
zNmfj0LYBQZlr`B8mQk4zewiV1$W)Y3?U}VT(;9;7r9P;nc&HqyL3X4*+A#oi6ge(E
z)oS0zbf&Cj;6;G@h51aJGfP}t4ub~{j=PYm3!w^H1<2yJ*7Ko@>xzK|&<%W*4oBO4
zX9VR(^9zXzVC;|5wy-Tn3+_3Pj6dOa^0t>Z96!MK(QSVuYk;YMRD3aeF1EdE;5cET
ze(U%>$*6uIf1<2WSnuz1L!FR%SzEfL*?POr9;J$XOp1BE5a)z0on_6VMajH-o)&!G
zi+$vZeWb>}){{IONuI*VoK9uVXS0-c+sgag6nq|$JcM#cyJtC&KG3Gk>u{HL>&t(|
ziG3u-zm}6csK}gFr_P&H?iajiu$20&6nq}Uzs}!FzkZ^`zp6-|5+;*o`b-pjHpagW
zUd>3wG{eMmvz!kGOcgqE%Xu?Po!Vs09}N`6Pkyb5eb9=3ef^;Cos0N)+T!no^uMyy
z>F8J){|C4DhmGNX=dS-VO&^a|!AalI&Gy?Z@GtS(bCF-q!ARKV+vAT`UPM4nNsv-O
zQA}0D$lAzW&yrf+$i&I=o0a&7SKq&I7k^m?{y%URjQ`4AF#U_s<6kz8{{uNNeW%v{
z_x`WQ!QX%O@AvZ0>-qco{x(7Uzuv{a;RoL~h-}|f05u~c1KxK{{^f;8&+vcvApR3S
zp!@ZWD*V$2k@2r@|KfwlO#fZIjz(6>c+CIg559dMzfbU&Ecy@me=HH1zuhDMNh2`)
zV)#D#uZ9pdvovCW{C4g9KX8P<mH)1W|G^Rd!fL*8g#UlD3Vff+%+k^5ua>jab2Jh(
zGO#f;`ipIFaI`nlvx0O5=;#1*MOK-mkvu)|$Hc^ph=j?)Cq)1z2!SRLBLaZ@Ez8Sh
z63I9#ii9kjn@}&zb|i_Y_U)^_{L|m+k6z{?Yei?%)OBXhlQP_+_xY#ClSkIq=T!Bg
z<dmaIw(L;`yONF4#I;_&Ff=B&=W~JA8uNwIvZb+!je~BwONdK=$F!f<X4fs=6Zp-e
zW?z9`&<G*4O(f&D&5GW*sOyc3O8$l6=c5mbZG13sR3<01b}PHv^VD8YBo?=4gk@H~
zi(r9|>2SgT6xvrhVs<+t^p`dkv-R?`UN!7q4RN0^j0Ovp^Rh=DT%C@Nes_@~W%-cY
zUDpj$^zuAJGe=Y>jLHaGH;u~HFxj^qT?@|1bKih$g2E4wm}I~ac=%I;D*^2^fCU-t
zDjew#9!#^CuA(EBenp&k-<|5v70YxsB1ROu#21uSAzpLHy$>T{Fr4%Je3qg(R~+0<
zlah9h4DZnBpy_53qJ296=NSwaJV_8o;*D{yo24$eZNg{0Ij=zg%<q9r;rf{Z;h_hg
ztp#r|?!X>@UDz?NCE65$W#uNc`5>`Bos5LJYu5`4cK4mp9aj-w_i6Y(y|L{;7fX8J
zQLlZ>%h<=K$Qb#sORnXjfIbkXv*z(5&uh&FZ5g^;RLyHm2>kf$OT}~z>Zxd8L=?>2
ztIf2pUMpzVR%4}@)SW2BJDeE`umMd%OM^)*O0hTDo2NFMK*ifTlTc84?B@-zsWRH)
zWDKmRa!d3OGQtu%Kh-$XT`(EgZN{MlXrUpTT31%sT3^@#R}2R45B3lD4UdkF4kFxc
zMg~=2c%)m{y#+&91?%*}gD)@+c`8ho|6Et>H1@p(>)?3%JSX>MN4VPcKO@wOxJJc9
z|HQg^92O$v5-y5*H&0kA>5<!VsBgizG#H@}%OKLR7rdqB$=(`2y0h}6^@;k5j3AN_
z{n5(geswHDtJ<04j{g$4iq?fD3|S3s1CHt^+(OKW!(cETN7rc(H0b%Z+lAJtGwxG+
zGjOF1>00V}eq9?sXpMFDi`n^ndQ6!Xt&{#GF+-)Q!~QGLW+)Q9**oK{rNHiF&pPT&
zXK!NA2E7_%i{o?k*=5M*`LslZw2S>|VW7Io+v%uWx*D{zEbW(lZy3ZTQXPrsubsCg
z;m*fbi@K!_?Qpls-Ny22ulLpHYA!FY+cW0s;%@C1_pP&L?XUZXY*Oh|Q!YAp{mcH<
zP*Rf3?B^#IlFr(b$UiLdn<d`)7m)@wp0|TfHZ?4y9j*Hl8#XvujGnXU@rN>TGUAzx
ztS6l#m?T4z(pecCtwy&8BUe(NJC#eDtM7|F%><hi?&W)xJ<TbOL5}|OeC~40Qin9*
zaau_q+ykEC9|_S#U5rk*iVO2+bHb9CELMFDR&)Dvr^VRm&IYSXbIbP-b7)dqbQ>=2
z=l2CC7jtjL+3BAnj_e;N(81_C4D$?i#tD-xzZ@ndQ`COddmW~xx|n$LoE54`7_Us&
zXQQxF>Y<Le(Vx-Q7uF|FZE|TawOc)kI1o7uj;GQO=})e*H94#w{mBSo>vW)*da=7a
za}YRUp6q0P>T8WY;?87o-fVLNxC=Yd%6NL{AT{<|VP+t$?=zM&HZw*s<}!vmjDHC~
z<d}R)!==;V;4$&OdcV8dO8q+UY}zgaQ9!d)-|ob7;+yn~16hD#N6pZ*b?SM8>QcMj
z>n(+%My=8`ZNL7*pB>m1*a|g<ilgCbvNI>dfL5v5U=h2Q7b6rJ9){LPjiKu3G&2<b
zY0N$8S=5^PB7e7Vs4@PO!jbBcDw1w70X2>}!7&k?mQB}f$!+Mp^q%{Ye8`iAi3+E~
z>3pLRu0pk0=lZ4pHBi&yb(1=fO@-cN_#U?)L6PK0&DOMk9w$RBtlD8-yT1Ed=y%{~
z-gMr=Zr*@acr|qv6?VO1o8z8*b)lZbUeamOrcRUF%BE54*rwX&?5);VU(yjRPuu%v
z*be1k<+aXC-R>C*Plc;K+v=^9gu_^6l5>)EQf!i0QfCsb+NamSVPX?yrgE0X%Rt$Z
z3R@+ldSd74d|9qicE#)4X=wRU)uT3cJ%+MM6?g0F;pvo$PyK4kVIh;kB9)dwr|}lX
z5tE)p+)_f-i3W$|#cQLph1U|r(qToVj)&ewXX94YhtAnxrACYOTidad)0uVUTlGWz
z;*|z&dzbM?>x0YUSI15wOcG`XGZ~AamFcprW8WL*XP4dbAR3D}%j8yzdH#cNcH{^q
zt@Zn)x!(ePIkmF0vU~ZOa<=M+>4W2(uM{b>SMAI6AyT@}CcXJs1$BCpX*04F`s!%|
zlexv<;!_j%I<v=GkQG?-Mm=mjx3z(VgH8K_^V3D`nvLbxSd<V))zz~V=?a_GQCMbM
z=GFPT^U+m%(S`g)R>zt}^Nh09+Y(p)ljH_c7pd12n1{fV^7+N8hryMJhtCS>3X5L$
z0QZ?!)LX}+(3Qk`a$~jS7U`RJ9nyKxn%Ww6&0V8J4Q1U~Q@aVz`X`D9)SK30)?@6W
z+2hCK)w0jwby%Nfa3^dQtQ_nBEGhOSN0hDRzUki29o7BiJ=WvrozK`eqqn1rt&Xql
z&+Ct}54Sgu$F0q;z0YDJ+um!)WVMXaU_^WMnae9|Tw7JhG)X6AXasdaOn$$70)Kyt
zgGwu>MrwJz(?>N8AVQ7Tf@|p`ov3Uo@^W%2u-UckW*w3iF;r?f;tN3B5UN`Xh;pSP
zA)r(<?sPkPy^9sD<^t?#)%AJTQ^7Z|YnlWT<YJ`;3yL`mxv=KM2P{J2lQ}g~U!<Si
z9*f3bC5QR)EwXln7miLMb~CZ3Vav1qb^91r()0oFJB|)Yn>X)W9kcqT0d20GSo`q%
z2<W9D3q*kwVq9<!ty07nFAHq?LuGrT2Kos%kmM!y`gi%^fcE})5hboy7(#Bk%^lhb
zIRQUq$?-7=D42>HGe=-XI^}Q>Mv;>Rchiu|eQiT%!mIu5$wtdd%uj|#DZW4BQx|2#
zp`2LKk&0j>l#b%ENJ2uIN={BnjmWnO5{^b?Rr}V*gtDqRdu2+Er$xVma_p5*=6`nq
zn&--??I&Huqp2b*iv{2-3y)c<qEpuAJ~IoBx#lu;kQ0#+5RjE{*Ht#w0*K@=<<YVJ
zqNo4WLYLRrn49~MT`f8wLBF#Rm7lz0MIRF8uSga!o53lkBl;<zb4?7`VYMy^1oP~d
zK6qAv-jMOj@O?Z8Eoay@ley2i&luITAMJcUVAq8LtS#E>Q9+4RlW>c=n|aDIy|Pfm
zNzg&S&Bz~_y~80VxB;#qtIc`TtQ^^r&^hSpS|iQzS6@8%L@Z1$pPXDz?gBz)W#hxL
zKZUoCHow%dR4+ZWiotKUpL?xbmg4&No5*=N!DY_^w|UIy3HyrsNpS!ax$dlWzbPRm
z;QU=hC1;2V%i`nbynM-AeaU@q8&Z*&Et}x9p*8e8{MW>e>Je}Ou>l<S(C&%NL0NV*
zhwYAnetC(8a+UfEVjux&iaTbg1K7bUB4!?`ou}@BK<TOdiJEwG23GC0OqnzCo=DQ%
zd~(}X;nn$l6{X`X2n^yQqY?*h5n_i4XVF;J$Zly%`o;2`_v!wHmMr~=Qu2f6&8OvK
zx9Qs{e+3wiKe($#<(04l+r{W>?eRiGj#4k<D~)=xDeLhRowox~qRo)Mq~Gau$Cep8
zq}tFx^->O9s?hk|Bu6E&0?$big;=gSG+HAFBNZJczTxPIQR3tbQM^C3JB5*#BGcLu
zP}UZ=AgRAkSij*=FH^Y@Hr?b{m;_}|oLih++^;c!`Vi=xf2npr;e@PB1CnRn$LaIE
zb`K51x=)C;`1rvJh8)gjIZ{(RugiWvj(`~-qX9m<a@b|z4UP2=rz*Okg-z$0140eL
zuV%B20WL$+Gnq}Eo~i4Won8q3Ot%&_c}KS7ZBd(HiRnI%e%-!4FRzgePWb`$m~iq!
z^?ic1F`C&<PES?s_fK4x%i;vnn$$rjPO7;QsduX*hO(AOwlYZ9Y*`ie*p-_a{&M82
z8`Zv1%R(G(ydZ4ObxO(?A}|Zq{B53vM555W0F|Y(dCFNyhe92Ew;0Vlf2IE8aa_qz
zh`2#s;lw7sIV>Gi5F$w&oJ&ul-P7u&s<~#vAid@N-CZy@eHKl;irHIA#Sk<64XI}P
z=HRlh&5?mJab!;c(4|<p93cQi1T6burTO2~zU&URJl*@T%at@BU$Iroj5HRms%25%
zlksy!<zdaE3aGtafQ~8#6VVJU(aPGJFnTdL;?N^_dg!bf{4Ihf#c}1k?{FObRe*Iu
z`Y6d;lnkzVbK>H-VKB$a*SJN<B!AfT*Zce26A=^L19K(zBb2N?1Bc%(I6ZT!TjE3K
zgI!Ur$92U8KphZ|#ssuVAs3PM7;%<M0)Qp#0Lsdqo!CajHF<%d=S-{Ya-dCpcbI=-
zv)0U$Ev5XNYJeQE(=u`o<i|}$f(8Sxv5BZg*I#C@U7yQQadCy;lg26PAF7so&tKLz
z0(p-pl->vKquJvn{>?YlBO=tOgi<*0dcKK8AWQnlo;d+q^I=I4Pseg7w56+1LfBXw
zUlQRi3ZiSkkG9P53eqxw3yfw<d1tfcMYk_ucjC47yiq&nMLIbT3&;lXVYktf4C_Sm
zg9IV@awCDDv4xp=cV2v^0;PRbZlHQpF0q%3zxhV$<N!VL8Z(2Y!?UV5{}tF;!eloJ
zn6drQ+B_wavX#8LCQ!QTbVQh{X=6xudp&d_VieINSVP)TTNF-jk}*2JT2ZS5I=j#A
z;N*8vpH}+W(O#LAtmtJia*Damlz*UdJzqs92zq8YP0y+?yY_fq=s5<dqtd?1Y;tuA
zby9DSDa+Q+WbkgodPjocQXj_4$Wr@AcG#tSdeWxf;F||KZaBZdn3sQG!nUuvc)1-1
zeOWcrT$LT?kzE5}k|tC09`-$k)7%RY1fw3Rga^(iBpnwH$i^xs3I^a9>D<cks@*2T
z{r(1#rIY2hx|(jtI)Kn#U#t6+Sdpd=#3=~F`y|#wV!lo2t9j`)RNyq3uxAusC}YY8
zks(w~8NXp+PG1RnQoi#<{42;WO2)y(Is`%8o0ezCLi-dxRW`VCc`hJMAg}X%4qe<9
zl>kPM$HJ`Na1foL@r^C}d+#O+Z}|!OFsew8%y0^r&6?M&h>mohUe6etW~}a~{VTnE
z&r#EWI9=3bU%)FpuoOfl3}uQfA$bY}jC=u+20Ha8L3*0{Uh>$;0#XVm=yvFe6weaq
z#3R_K1#W$gixb8_2W>}`N)KcKnF<3<gyI-Me3<ju>kK|onhs&tydu?*xTXVx7S`Dw
z2Z@=FsM3Y+<7CX#<e;#nWt1~1X;^iLq(O%`g+iBvde6;}GNqesZG4tx?F16U)j@bt
zw3DFa;Hx9y9`P-a(|4Wy9o~PnpsD9n(KoZjHyHAxU?Qtb%i2f2(xr=g8-=H^txZ*?
z7b{+&y<qALTup>h2T)8Wvphk=Q%tvR)s<=<`G(=i@>^Q!>#{@0pcR5a$%#%H9mmrj
z<cKMm??I%G5G+$+Oqz|xQ|2O%J_KH*7HC&AXjR-Rx?7DeSt90EGkEBpv8m=sYZ6E=
zP%6ELVF@9?!f*3u2%xMFOr4rn<%C4X^<RoX!-Rx|JS?p4C{BU&8TVD^uq^U3YHWdP
z&IERZ1r5HwcI`g>p8oM`^`}puYoAg^ut|g&n4L?S*paPWV%oav{0<^xi9dPxUio|g
z4dY%w3ovz=5|OeJ7hXQub9LdOV3S~zYx0^eWlOn$!N>k6FF2`QV_4eY=_&>Je1V|=
zv6*@01<wpZo5blKhRF>PgoxD&71tQFbFg%S&83~688loziH70<nnSB8IL85ld5hZf
z;r#N5{4vbZNR{CLwBS`}jdOXgud6|AgiK2op|+;sHv8Oo;m+QYFWow>PrenH;!Hx^
zL^6{o0g8hQfMyk?W$i5o`;e&&SYZ#)wze>vkV$_?JR4%7`olcN*wZ!6$~9K2k#aMl
z$A*7kU%rVA0EH~APaD|<@4h#1?1seA4kI@*&nlEW#LzixwsTc1Be9Ls8e*jnYIn9L
zL?vhiY@SZW13T{**Z~q1n<6&W&agiCR@gqLL=~=|v_FB$uyKq67e{XLEt1iCQ3!Z=
z%ACA9lHFH{$%8ds&`tP~YM#01&Fm>p7%HURPa?khor}0W+2dkM2kgSVzS0tyD(vZW
zgn@gVJ^!2s)xQnx_zgt~IR+!rX|_kw@8ituz6B{NDk?ir4#=-a*Md75&Lm<mT=cO6
zV2Z@L>EZ$HvaS8m`bl`9ggp(nlo@S3PGZTAa}<NE_Pfo=Nkl~fpj7;bVs4E7HV4Z6
z{^DUn>VV4@R^8DF;zF=xcAW{&%73uscAKJGU*#I_5#PJ2ozt2-3DRT9gD!NSD``)@
zgmV5V`&9Ci?0_+*nth&|o^Of+xe)n}6+hffw<~m2!X?0yD4IsbRI=krMm9Tzn+_I)
z1R!y8W-1gLZxjj<b`m;}+j3l73rlGK93EFUi;M;VYHTkqwrS-tn0;H1OLzp^O^s5y
z@C8#ATH1jVey*HcE`H;!v6+RHRk&)Sl(jtF`as)fR$3qGiUDzAt2-I+tZa^BQti+6
zmc~#GAx3G_s4}RJ<fB?IkGu{g4}AzS2Zq+$b9!F9>Z)I`Yb>a^QsLA61*S-Gh_YOZ
zheHefi^RygX`x|}@nDZaFtf2LmosMi4C{43lw6YtO~2Wj80}a&h^UEKejl&w0C&;m
zv!W=*q?CxuB0QpcKtLyzs%0dzbB-vB`3Vgs7^52N4`c?G3D6rb!oAJSGMC2EQE=hL
zkGL5RB=ey?+L2}sWwZcVIU^p6>g$K8mxUzjUU1km7TN;1e9=0xt$(uOUMSneC7UFM
z#dmayh6cV8Ql-K-E0EIjPjMWSh3myk+kS#QL7f%SY!hsC2OD~liH#m+=mRl6iX#pk
znV^}V0+~&!u#c!xz<Dr^0u76vmLI|G6D8zc2x&a~B0Ugev#LMzq#Kn0`9`uI>Qan^
z905~kU88t}N~w3iC&H{WI~<2Q&L;E7r7G(7Ta5{q(gG`wu6cnby1@VVxY<u!Yx$jS
zaO%ItMbX^L+z><S47bkJnH6bFn89pmzqu6o_*1Zugot>|;C;at9&jg+F7cE4Hhs6l
zZRb5xrn(tqRTM<?C~Bq)!UK8OukO5e95DkbP@DyQ>~Kfd{uVa2dc@sZ!#M+o27%&e
zEjr6A>5wnCN>u|#r-BkhzPj4<GNkG;xmBR#eVc?JK)Js;N6M|P^YG{8Y9)YExZT+7
z%m~JI9HIh){LJf|v4wqp_<m|^4dVH_E)3Q&+x>7LG^hi1?ZOT`Fpe((*mT$}8_ox|
zT-`unTt{9<1>!n;ID;*el=(=BuZQg({koq-tQ5y<NDP79OwMs$^hzA-r@6TrA}eCi
zeh)31Tq-<1oHR5aA!!W|`DLvd#CvH&9Wbk?Ds1;<zwg^DPK%<`E9!_k`H0lsq@oL2
zHg%tsr)5V0Ln|4&3xkn(0Z9avF#@G2a<TPXA}`21@=^Bqkk}dO)Kfu{c^Q^yV<sC1
zV{npPsnCf~3$u9`RGWQFFMC$C1g&J19iAiNTM{J%h3o+z4RS&fBO;?uT(>@k^i^iz
zSg_|XHPscVqPWlY=$pe``CTo#O~1tIy_h(9fiY1ralBhaU}WBkrns6t8+}0?)t4%&
z@^022mLg>$)Deix;kFivDRwl?;L(&!I{eY$loVi5-+oCcZOd4C4ph+s0(OEN^4*kk
zoD5EnC}~2+EIj~~MFn}yY^i`{ENPElQmOFC@JH1f;eanNIgLTBIVL>36dt*VExk_<
zug!M2nZOmJtY}X&bS=?Mf(xKvBl-UR=7bs=XJ=~#{0fR%swtW{sOp3^=2hiZagg({
zRzpITXy%J|sp#fQkMj`|Llf&!lljK;d=#8DyHU@c4SDdlc(iC+kSJ1oAGb-{guYz+
z@j9(dgi4KMb@p?2hyYUCjhCAx6>I5`8xvS7fK>CoY`d%3GT5JF^EfK8#2%4ia{g)&
z<{ui4C|Z0v#R|v#Z3)u4@yqI^zlN<@ulX&x(P&jpduyh!Ja2!uzc@?bW&}0E!Bhku
zZ0{kp#WD6fG#0C4c-S79-hsJ*!#Z&4${5$`!HYS>Koy@#sOO?fv%6dcZERzoT1a6a
zYtG%Y)mg8LoA2WN^dux`7L0@M;^u&=lP&C?M(@}nq*@k0g-XM6Yt564F9$$GDvpFb
zkK~jQ*=&E0g_aJ?Y*;|b#ck}qVpW8bv+^@n3e^NAbgZovyatM9dttA_Yv<J*>~yzs
zRdvkhroz~*>w^^IhhNI8lCc7^|5AKw-SdTkrKc`1G?gpXdEh>psXvSt%pf3Vx64ut
zY;;=;YH)9Oi$PIn#e)mPQmY&jCl?&_x!;kSm!Vmi(>KAH$fK~$Tl^8e1@er@)G7A+
zaE4j>7mjD!10#KY7EgxkDjCqL6F)4bF<h*sfta2$cTC6mJ{kJh5x#i3Cu^i&-sc0P
zRwvZ*n57fxG@4Hl?F4V*m`EW%7YcG~7y+VMFGMVHtegG*GT-$><d(EL5x<>AU>7XP
zVV$BEed(NSZ|qMmb0E#%NsDP7f<GOxZ5te%>YF(Zop*La_s|ObWJE)nbwnj(R4gn^
zWGq6e6+;qO>kvNaERo?UN1_rs80gE26kgV3akW~4=4G84h`bV2);00w%nAycWOax?
z1o=()1o%tYdI=OFm-LC2(wXeh3kuBS83PJ2Q8cf!To?4@Oq|L_x8aTiQ3cTF7qq&h
zbVwZ;(g^|5`<Jywh+vrv1#s*kBk%Tm1sS1J^9$Dq4}1DZ8qGUP%$}}Gsz2tPKhE2e
z-@1Lf5l%;JeRSDcQjD=hnAnA9l@+H+KLD$SvLT;`Z&CtH18UJYl`HJI;p<eaeEnp!
zmT8bwu~4F2laVAxcKdB6X&5K()!4TA6J6n|9sH0i(|RwCovDQ^CIM`n@RavK+sB+2
zIF#H~1aY5;?o!VgJq00LHcWV(ppLzBY-US&H+Ir)h389`H<#1;J_N73bGv@{0GL0)
zNBS=zEVJdYUh)S_UKBdl0H<tFtXGlrYG0SIdm>(}9vKEIBBR#vG+OU`AvM0eq~f6z
ze`m=wtWbL5y8f1N(zI~QuA<%(;eSAc$=v2-MasaJyf_UWv@)?h;lm4WX1{{1`gXl6
zE3r)CQ&I;w7Spm&y86xS8I0^)2ho-Bi<Hp}ce(db;qvMa`Z1N)5#pn>kIgwTE3DUm
z7PS?O5;b*+_0eZx?j0gDf2L0o$my%MTNkl*Ol&FuI+3$SPPByNml(OGRaG%94(V4x
z(~13Z?^j8aTMsvL#vNtkI1H~8?)VWvI<)mb)dKece&Njqet($MiEp|i)ly-_oD%>x
zT(l1Wg};nnl?EI<{(0RiqTlXTM#m>k17Bqmc?LN3<A8My(6VW>73Lq@JaGc`Q207F
z#&rN^KbzuHD@1}+m)^(f*<jmK%aLmEMhbI(KNLAVy~f+3qBipY^^f13tp1TND{#lE
zO|PKRPa4>yRk;!`5jxrBxNQkQ7ARcu>tFPD^bYlPKV;DuS`$A6ys$k(uCK7BzXm_3
zRKZ#<K{f1i<~(xByQ=E7v=0b{8rTSl1(LI(3Q73FOvfA<owRuINy27_$i$&Wa}diA
z!w}rTtkj{?w3xiOuCjzkox~b?C&isqNgA>*I2U77Qj}82DMFR(dUDHTDO0brt?;Ew
zrni~vqbVr_%(OrkRuMr~lhi9IQowsw6PasLRkf8Dm>iFzAKp*{C75C|DA?!X9pt8!
z6SIG^hox!F^x+Fm;apHhhJlChoUc?`362xt#yT1%!yeS}pP27S1E=SYBAG_yGvMK}
zOuQ>93S+j1zea-`6XrdZQ5n^|<Vuw%fpb@Snkck%`>3XLQ!N)O(YwAsZ|AJhfu&9(
zjlTsmIXN>kIghG)_z}Ze2V-MJwZn`Ce7-m~k*0HP#iPBdWgInII`d>sK;i4ngw8DE
z8_`|5I2ATp!SoC5Vi!S!=-66Aaex9%%dc^TC|5*N;6uXH26Xf_nhvKDITIrnJnmLK
zSi+Zyhds1pFAyPzzoiPJ1-r;LOzh~FHLg(H$ia}|HR0t7KaAt4e7PT=i{n9QS{;q3
z6BXLHxO7EAm9cdg)su;tXD_j*74oA~l+P+o7Zw)`l<d932K1h!?a4}vB8o3SP$>B!
z?=M)}PM4EBn>w0_H_=d{XyhvK0}>sQpdFVj_>+GxDTmp~Ba}OHDnG*wAeCDLnAq}O
z(UEc6`)IJSU`uxRYdExxv8$p$QimXL_1M7H{8!7aEQ2&{#t&270#q~my|9fsP0Y!r
zdp<V=@{ztB3PExJ0l1divR(T1k+MBVr4Vk@__)2$=@5B3P6`Un3YxOo(kfV{k}t|;
zAwOn(eE*iBuo_9lP(Xy#)MIc}<X+<#$541av}&*6!F;DnyeBvk5b-LC?)DZ$@5z?>
zio_G}wLg7`QoFl8LHcB;Qu7!axDqqkd@x*{WH3r~jR>Bvd_o0a=JHVZ<-z&!?mXT<
z98q%}R>JR@4*NCb-epYU3;!5*b%%|1h$g`?08PT|-lH#x0&B>;5r;aWo6OW?-(GX&
z8d&G6F{XBTyTGQC1d=;j_TQSujVI};aK<&1p!T1Mhr@Te(xJd`4EQd8h$D`v93+II
zT3gYnZ&ifxXr8j;ae;L%ol5Hwl4=_D9nwu&zVWZ)=rnxpS8r{7!OTG8yJcfA9qNL=
z@P`jC+NyKIX|5Pbhji{ax{yB}7e-nFV@{FyFh;}1dx48cJ9kP2)Lp<-iTutmb9>8@
zoMsQIZEgZoLlm*Plpk3^GBI??jh&#}6a_A}0`p=9T)A3yez|DIj2bhST~x|ZC8wpP
zRz?dPBful3`<aN<KHcT(ut7?rWvLK2!kb<O1QJ>jB>-Jg@zO^OvuL^Al(|;0y}9c}
z;S2s4S_Rev&_RJZ8+i?|&St-hMqo<eG-2w2@puQfUj5m8L4hDoL#)*LNAG$KZAWxe
zzNNQpbP)p&ggBI$p7|c)1CthuXHzw7@ies!4>R@nPtBAH>UKoL&fDxN%0!nI%`0_H
z^f>G<9SRiX!FO9RVXv3?8K+Bmm+KFaQl-iTUWz)PP9sZbe%;Kw6Dsz{be&@h$D0bc
z714W)-a!5Yr6YGjSPnN}_fdYn4ZqLT>40UjtElC!@@Q+Xht9hjbb8;erbkldRI%jR
zrPv39E}a1JfpDHYgGf;j%x?5@lNN=Q{I!XMulHtcW}jBY=fetOjTSPqOZQY<*KA2o
zS$oE6fY%X@+rttvw}3=s*dw7t*HV?Bww62z0fAsIDHAP^Ytf>kl{1FLdMPsc2UzS)
zZ0?OPZ$<5>CYG&|Ejz|*daS^#vhRtftXn={h2tVMmle!eldk%ZBQKM-?;T?5ZL&A}
zDRUvbtN!(C#HA>IEdqsr`8C7Bs#3j^PZ55`tA<%biNrm-_t`|dwKNW(rJzb9K0XFB
zE%f*`IL@XU+6WLSX?TSU&B(48`XI!_*wl<yfj9oj=`9*g=gFqFoKWrkWOb5(I$JTT
zvNcSVi0GmnxS+hEzKb&NCC8HP`4UzOr3>Hu==E134FT5=>OULDK=f=W0Y10C)WUE`
z2D)8SZ2jg<6i>wC#gV|)Co5P@W=^J~r0@6eoq8b33Rua3v1o%u38JGm8pzw~lp!C6
z5~ukn8bBa&Kjp03aY3_rzG@EG(;T#G;|R%_ZjRxi7oJD4M--E$jHf*(uhcDRR}Y;Y
z3Q6lliOWL|Fy+e;AIv-32-*lzrVaNfXr}3isQy3Z?m1YNrd<&IUf#>z%eIZZY}>YN
z+qP}nwr$(CIqUt-`OeI}b7ErR{&g#&qboD2pYF)YjEc(6`aPJFn3hd!+On9*#eJ)P
z%0uq1qyAE}!xpPYZB(3^bj;Xh&)hz6EW1>;?>k__JCq#5f`uGU<$3@)_f_53D92j?
zx^@V}fXNayY*^nvx`IT?y+J&@BvuVKcFl4wpc4&|!m?eUtTGhT-+K$ONvFq5_2bWt
zcI*)u%g=uMIIh*<=LBM6Qjua$2<C4yWN}wg%=!W8ettLoZE8S8<=QD)!kt5s=9IKi
zs`_ob3#1%&Kb2Q4J}qoGcvKp`IJkRB=ZTH;zW8@}N5bV>;S7aD#<Da5rT5@$YzWjf
zGkF4$@4)Vvw3&20W<^C(K@51x*OtQ}IU$=DwJXAv_=d#Mkj;kPRs17fLCcho5eqI0
zXht~nB|~lC_ynPgKRJG_5oeI1{vZG`E*&MIT<PyX6{OgB_3+{s#5eZ?eb)DGCnAn#
zX9ot|;5WMI{kzE5HfdsKh~j5<f>?0Yj1}<4{rw$;4ATSxUSNdBfV-%*rJ}pBL1uP&
z_A)QpO4f=eh0pKqiq{O$BI^1SuETo6?ytM#Y41b`=g+81W_4E2v$XrB=E7_*5#c!$
z!=jM{pOPd3IaG_+hEEeoaZA<B>{v2y4qC%Y*L7zuhFS5zv4QOp_GD!_T(c15P&W`g
z$I#iI{Ce8g3F%iOgY3+Ve&SWq70|qyq_UyCK;R*yrK8ppneX>nk*8W8+}r06rnmQy
z;J5eY;HPJ1rl)Zb)HlV2TqAEUzYLv1q3$Tm*3(5S0Mc0#yXYG0d>~Cjg+PK5mJD*q
zAGM#l_j@6w^@*eBxF547JXm$n>-9!2m|FR^NdvFm%$K`6goQhz?Nb^U2|-7I-NQA}
zt#JWlkspPp8@A#X`Mu2?@!^-yx87y&8OhcV)EN*C!0j40Tn%r?Yl1sJ@kn+pTkK9z
z*pdX4ZSGe{-Q5{S;L?2DS{{)zJ+BbkTH&ALz;7U-M$9+hMFhkh*BF~Zfca&Vc(CB7
zI9qOZ9#VsblF%2Vas?tM==DD|nouL##NE%9dd*Z&YR9&+en+A7a|ONM*lvD`E8Fx+
zg5WTRO1-1J=#6;`&>#_M<f$cx-R7D&RqBMdL^y~9GY)LbLBNA>CM_V$|EY`?FtPXM
zxzSaiT>M*GNSH@Y28k0YTdv=C-nUg0r>@)`+e>7q$zv{{DKk1ImuJm0o=Oq4v0*U)
z`0ZT+C?(iv$${s_YIeR$_}8(-cwNn%MxD$hVMs&x+_PQS<5yVTrav!^7>?!%PF!v^
zIa{xGZ8x13ELA~kQ-}E4EH)x3V%y<jEF3Ri|Nh4Yf0->WWAcLIPK!lL+fDAcexAFV
z;mIhisG$^ZY{M_f)V_hH9VbCyB={_i*;{HONM)-UB1Jk4VNG{Mb#pv)W)nB$L&Cwa
zESUX3pAsHH85=#lI%@C`=EfYkCxev9d5YGLo_%X<FPp^Qg~D&^pfiA{kmUEce15^o
zArx(A9O?*BIf(6s=eIhZ<zG*+Yk%+;f;ODYBVnVq&+vvPOLB9Vo58*Ok^*%AVohU9
z?@qG%2Yp$q>Q_V-l#8jaHJ>>ZHS-@&yfvE7#hIm!V7th2ZB0hN3SUS-1Ew|@+_7RZ
zOO@SAFBsUKgNvq4F6nhCE*f{A9<8l6ep#^Bv_eVRW7M2z*}B52vb{5FVDC}4b|boi
zl|bVnv7wwey=+|jQuTq5z%XA0SoRo&W3Z-!IPIwHhDnho$M5pnU^tq+0b<v~-?tH2
z_ftdF?teh3Jeh7Z55&+LNF*tEyss8>=Vx#+4@ilnfVg>R8{5MP#Nnd0DFi*#zbxA1
zu<yd;4&UmEo@Ul>;t+gZ;4!QBX{j1b&1^oO;=k2F4UW@&8NXP#4tnTGG|?4^>>bgl
zM*#?2v_NxG^CI&2{kg_u1H(I8P7M^{PX9)odP}l;^C#4u2iRW3XR$od0QY>Iub#ER
z9q-bs)?ttEM}1)$cvx5ua^;5Pw#Uqi>X<=XK>gWvFBef~DK0Hd1Ro6%Y4@*_oNZ#a
z8as^|r<|^X9F;AuJ#8M(z~p)<SXag=S`JO5#m{H2nsjJNcYX~Kb!SV0IIYa&{u=Pr
zrViaTE5`_@$N?xrB-fxT7+zV3DhzzZUh4!78T1v--eUFI&AY&IabL$G&Z*rI<!nW4
zs#FhKhSw$G2p40p*n(+Tb?N+_T~Is=tcSpc;L48Tnctrpn2?E)SL{Om`eDxYu}m|W
zDljH>?+49Jr5iVRB)@u7s4X9wkX5I9>|(@wi^qnt8XPFIP)1-Rcx5BRfy;zJHMuti
zrJ;>H*7q_qa^oZ7>Cla|PgpgFQjP=Hwl502{370;$q)i@P>@T)LdOiUIcs}3`gZg-
z6!rFkE=`63<etiC#PsT|NDY5yKj%>Qt#N~3wByv&wkgp0axBgDs`@4kL=u&*Z~|$4
z^Az>_>Dd(0`e!>ygb?O4`vmmM=lE3jXKzyzNNbt=I&bnr=96-WLYn|lC!U=oUW~hY
ze!K1tpHgQ_n{<WR?#IoHc_xG3V*yhMKaf8uCq6qB+3+3UY!=wtUMZh80f}Wklm{c9
z0AWb!)7k`9?>SDo<3zw6&GdA9d%i*S%CGK<7BA~pi)IC6?mvz;f?`1KxSdvd_?QjT
zEsE=ggT&SgcR7R)-dCTsbey3Y@~5@OI3xHwXX_#3hR(J@FAL!c2Kw#-*7*3;*!c9=
z0J7ULpvsYHSnJAYjyNMjFbp0z3~5$wKBY-o9%yA}X}w&fIduir_Yn4$Hb)OdQKI+@
zH15yh0#lO`DPRE{(s@2iq>~tIAP@e6pt7L;iK&4>Yo4f@wrZf;Ld-2&6`6dBAzY9u
zXi6Vt`T(uCypLf%Sr7d$AWHv%U*d?HRt4+2dE%d7nq{F@U~`v$PGP);k~nqr+eyD@
z+-;5+?6QsZSLln@#x@cLf{Lxg%GShg5v+=>4kaAZBXh?`*uEy{+boc=&WCTjSIhkO
zh{Bvp&X^r3P*PWh8A4yHyFZ@}w@U?t-h)-T1E>V`-Tg#$p!t0b5y(GVin=nm3?ZoT
zLL(k?72;$d*)CvL82~fc@-!IApv|GokSK=kJ9Jp1_XcyAtLVyN34$<&(Dx(p_}g^r
z=rljf^d(rNm<!fXt#Q+Kr<7(DC$ORwU3SpAEAy^gb{x;5M%=NaiwF1J4j)i`2x{0u
zv!wDdvFB%m<)u(^d?{uIalg8U0_=YND;9H*+BI%M9q{g`E^tX)m1V!$m{o^%wyD|*
zV?CA%_`F(zPuD?IVY%QIn+Y}yt}_G+JO66|hE3Ws$l#UE@4Vx?d<w%DYQ(vYHNc?6
z2^sC3F{lYdwv@yDN#!xj@Yb`ma~oanqDjut`h*1QFxVk{8}nPbYVWz6G%nK2ZRzN=
z1J5l9C2OKy*Elv9l&RkumD1v6Xy^rco<KgBHtG(?VUOQBY(rU|WWHXi$T)jyKk!A}
zeaZq*&(zY=)OGwV_5w!ZZ+^ER6c~})IR)7DFIR{2rF`L~W=g|!o#|c|b6^$?&C5$o
zX^j>eK9ANsVe1hUf2KO2en%?WgdUb%Rm@sj2C02xEMD(~AhQ(o?c2cZhu$cK>yZbE
zZL$1Sb$JyCPM+pjAd7XRG{5Kg8N(2oTSPZ5sA^r&?0UO2p>b34kHAd>&kN8?|Kj@-
z=rtN8hUm>6bC%mQ5Gv!+ij2ZuIXC$Z(dpX-KU<T{i9vw)oU0ln!|#|DQIW2XGiA1q
zd%-;`8?g;&sa>lY2Y3uF$6Mu}3iM~NtX-usp}m!<K~bg*wH)s6BwM0KhKho&7t<J~
zuUb|xQ$!UEC3^0Cu_MT(4BRon_zL}6P!t8Gy$EVj`e$^lkv`{r$c!582uH48bPJm&
z4ltjzpfnfaO!h380>V+5v+=7KoYT8OLw!&*7_~mM`{PL3L6>{P#@`PJ^*DL^Sr$6`
zHiaweHMY_$Gq%i7mVmS>Xu|Wq_DzCr6_r3abn%o|h@B$yT;3D43e`^)n~-U$hCn#M
zN%qW`(XfKbZONsE_&KC`BEX9E8s(r8m4^lrD9Q^L4-XgVcR!2qlsaf#7tqQ_EfAG7
z%?8C>cRigpUG6;jS*v#AFWQh7QE&I(CG>wc(`O;ksG;?zg5pq0Q7)JuATp)(4eagp
z_34rQDa@F7k}x9cfGd_894r;1AQu}<CYK^l5kZ8MEEo(7MK8T^xJTq5^y{4q0h{V%
znK^$965!a^W$UKSg2i@Vvp<4@81)DHX2oHp@M3ZLT4vK<zCLH&Jw4V@xhD)l^y-EH
zokz}J%3(5#MCZ?=gC{c%3GQ{k9Ve0aL|$dGJyW>-TrPFM&%8OWcEGPX$%gj4FxJQU
z99<a(H#%RUp;!05zFmI4;{H0?dJAl6UtzacJD_zrp4tgyccxyk=4*9CAaO-t4;7}D
zvg4RHNRp7=ixs$yFm&qWTWg77+5;=oNms4|MgPghrPAa<WVu6IQ^L%sKn)8$*pqj(
zrq=M=6sbO!nGymPgX1P*+rk71+a*&-H#MrnL2ZXUOICt?@1HS<HOo*d;96NaaHQs1
zqL3maJXO@^!RAHhuBhN4Tno?5a7DuW#?Jf&`8M`ka%+bKWJW>T2?#pUZ~2@=)u?7p
zCTOiJV#q2gdW66bUl&jJ%X0lGl_AIidkj=Jr?n^@NxVm?YvGT-yGcOSc09)Y-?!W_
zqQoxapR`-8?_0=hd-GVZ$>Vc8iLnI)eCh_CGBO4QWRJO%NQ*ZEZ)DgVIv=Y(!2&r|
z7JoIPT$(7<dnJt9{3?4;ZIur&vSI<0P(5(_ohgX>Pjo3b3{Vg7vI<>>#mH04LMp5g
z%}vUqq4=7x_3BUQo#0~a>^Ib4Yxy1UAOiUpQl|ts-{F$XBF#;x*C&{DF7_NYAd+%N
zw4<I`W}0VIR({fF17QFH`S*E#VEDPaV_>`$08$&<Hp9}ARY^`GDK8ly<h?)#l5X`P
zNAM{m+)GU#e56lHk@m2-Ph=n04(@Z-535IYIUlSK3vY4Oz1FU_m#pW=+|s?tSm#HJ
z7T}WibU<?v`|kMzf>hi2rF`dw$PWo9la`lJjG5b{4kuFRWoecsDeV%ahKgvs&bHiT
z!-FihL5-+~D&fOAIf2I_Qf=eo*i=E{3C67@`NmhC$U~Gm{zY5Fj|*sF1q&yvyaPyH
z(}^v3Jm7(htGRcWSxwC{_RrYyh}(TFV4xn%BO#iak`Bw#v+;E-QQR|XnDMXos}~U>
zT~2nO@5J$BF+7EX6g3SkEe*KTb(dz7S8ogMhnl?Lcu+kY=F>RZt>}NvD)<{OZY^rv
zOS|?AdCj~n1PPsqRenm^goHX2-d*cVfKesBRCqcApQ;g~6t_~$2EQ!X7vH*OS(q;C
z4=o8RK4^8?B3<RR{^SWV%Vd{zdPNq@G>XOsl`+SohRqhjHicDM&9QlJiwuJzbR?lV
zGdYB?JMmx*L!IGua}7D|L2$Jq?P95+)d~e+e-{>}mWF|D#x5d(-0ayObZL||l0A&=
zY#CG`;)sm0h^~mUkraZbDZ>*65k_9<w;CJC&wL$^3ZjgnfwGFOkP-qwCMu9#5Sd7i
zf^kMkRwmLLQZTT9RLM-ph|h=3Q--`T3Cq>;ii-7Z^m%@5`OV|e!JISMOw=Hf?k`Iu
zP_AHJC@s9sffqLhSg8am%9c>q%ZukLTQnSewb}lTI(eU491tx@&ZjKJOD%S`)RgqZ
zCckgFRK0C-gvY#fzx9@mF)%dF?$^ej)+kttN-7XGCLSg*x#R4?G5p}t_2ROK6TNPw
z(mFE{coM@YO>_D(Obv^o#e|Hom}|mfi@QDGi+R99ZOvSBhoLS{at2riD9Ithe2dGZ
zWcINsgwN4wp#Os99%ptYTDO8Yh{M_X*4uB5ozJd${*zTTsK)<Ldq4$uxYAU8HjIpI
zbC%>y2uDrB|J>$mKVuwU*JoMxp}kU|Pt(T4@k~oDFrd<Nco&$1ug~1(%ZYi4w4UJn
zdToOtQi5l^Ug=ZcAPXU#B%es|(9B{6hXC>5{di=fog``^CU(DZ4B=oB=RU9UecH9w
z>l5dGZ)+&`vB-56{w{)IdNTZ*wnk`bi1v&d_QD%JeH+{=11N6qz4AJXC&6gsWD27R
ztpYZa7MlTkIP*GX_XSV6pE<vA7OMx8rCU&};fWZqpD|lduj99R!9Zh238rO#C=bdm
z_n@=`yc+BUSQEerERr;-r&kUJE@bzvv8?R7@?qrTPnr}D&P=d|<j>4qNE~!Y5bf<?
z3Myre@3Y%M@_@u>Y)-Y;5Qa|hq-+k4myhvgjCEp;It|m;i^0l<0i&M_YJw;bateL@
z(&0tB_U7OF(hIPY^^HB6G&c9w`w|`rP}DwPVm7}for?G0P*)7zU*X(#zH5F2?(zE8
zYcskC0my39zsv%t7BGQ4zdriFMf{@mVoO|g`g-wM`G<3d5tb_$!5Lda19>a&=m!Lm
z={7jiF`R@aWSF10yIgPm(*<NFK}HA?@$l3v#mw;cOwaD{(K3hT7Y|KjB|+K%;DfxG
zd1lPp0jSbT9iU-?cZtV)B}dIhSSN$1dr!VF_a)Q(kBOK&bl2eO^B80~+a%%3_ezkR
zR#+u3mJoQh8QQ6~beadFU3!OnnuAz90{SB#rx8K}sG^K$YFGeFQG)^rxY}8Ra48#s
zao{LoZWij0u$bj?QXUOPwFV;{1<Bw+J=`=jJUlcs+&n-*-P}NJv@eb5N>&{9;rk_w
z7c6N#qnzYBq}mJn&WfuLBKXq-)Y?JNvuW@!@9Q2y&(DhAU5*4SR|VQa*=8q89<dT2
zfVM8Pwz7Dqg4g`Pq?#U|^0QbcZ|Eyn7V5->JbK+GObm1xCxQZNX)(};_<~JHsr|fb
z`waL$y3^86KzI=^rQ;<z#%CJ7`awVEg#?Ei|1x2<l%|G*F%4TzJ%pz2YZ<l;PtX;T
zlr3#bV`Cp|V=m6kX@s9}w@pl$_)h8=Z~1~P-1(k_tb&%O9Fm*0LX&Et*jD20J2Q8F
z!({WR3%wYlj?<!5Gk&wjTa2s(9HE=x6d6n%>(<)`M_+DxzubI%4#Q-#J728)4d~R<
z!^hVv!$2<^RF(iv<6@zcTqsEWfb^Pufc?P#)wIti+yWFYBx@CtO`ECkLC8f>l=7CI
z^*L|RCY7y=^Hp>pcdHsZg>woh=`bxPo0`=9<N|xatlzj75ecAPPhs;&_Y8J)000)n
z>JUrez_^?+ld@vcS0J!X!E*<d5C$aZB?12$LcIpfzTz@fW&GU31wZSCosZuK&+7f+
zN3+`h8>I}E3gTTkOsr&x1G6rQs)x$IYXaI$+p+s4dTgL5eRdJ_C-=~TLj+duRmf|-
zok293x+$Z+xx@whsS@6%8KUL{_X!el8<R-$oB#<IhJITUdUYj2^{224bggw|ZXA>C
zFb<Okq_=<fPiBQ6*RluavysKMBun83w{$b%1*-xIdZjtysY!Z0uAOKc#tCk#P``KQ
zqmj{S;*9}=YG*O)1x^08bRpj>=HGcWJnabF`-$ci;4@}^X8TNxZp|3LO&HdB6L38t
z*@H&-^o>u_24<J`BMDc34aA-?=?mRqQq|r`e(L`zL!~0XS3j?)a1MSOUULS!xc=ws
z@#o#LNPnL$ErV+P19NZDn6IN|qZJl)S@72T%KkEPWy~ohrU6R~{npssIpJsWe~sN4
z`S1hvYudA_6TbNrW&<*Kg-&4Zh#>B1SzC~BGT=O)mVZQBAV!Ad6G)Uj$Yr2ezF0z4
zhi~o+mh>wo_9p#u3$4xZcFCO{h?k15PpDdz)o|=HFd-S-7_JH17LKKQ7YzOy)ix-K
zN1>nR<(b;5zP71;i;@8W1BfIypZo2od3(vT|0dSBxw6voqKUJeQ;qNS-Nk*9#iHRP
z?&O;U_htl+{m$B_Ct%Wdi8*9%DyN#-52Qv~L-7*f(|xnq3NP#((f!f<g(AZ}C<v80
zNB!V?6yQ(b&barzC^dWp%84yq%BeO7T96~-nX8sAhWEF1(ad%*D*f}{qLrEL?{t6*
zXN<5a-(yr<qgH*l&qF-7)quR&apsFUa6yKu9F#~3I5G7w7awd8+V?0fz3qD82lpoe
zukd1N6%Kbk#1+JkreE+?uOT+Okd1|#loxD5J?XVInieeUlKoD)GMvQb+QWqAzG;_z
zmtZv4eU-mMtM;23(yzLt`b*HtCZ&bHw@ZRdo3X6J#i|MeDOz}KvY!}bMeLrk)I6~q
zmxI00dIAz*s_{wi3$(Z%Zm9`1O!0<rKtclO;w~zWo5RGe^1Cy7R92M`@y7j;8TCQN
zdth7Esa8kkO2PWluq~E^(x!A*`g%8BJX%6ZIkxq%!)36wa!dzKrZy@xB9={dIB}bv
zejTOP{pMFB)#<yHopR^(s1Qd8&8dR^$ii%W$%lSa6c%3-F(nxjtFo62#TjB4QxpX-
zC8UMMkIBzJkIot-oXei1sWp^)vI;oB(sabUz!TEOzSu*o7?{Jpb2#4z>mJ=vA6K^!
zKr<><JbB+XwXaLTIGEImg@}yPo@SfMIJD|sl9Y87BOZ7+YlN7{QalvUtuiVhbaA(+
z@h+)f?s{qDX&O$#j+e!f4(_Mh#(&^onyc<3GMfN`$VkI0+IdJy%8s8ywqeeR>J&vU
z3BUdMB~E6E2=&>Ku_>^LIU6CB^c)AV;OP)_Z1)^=JCD6)oJV0SHPr+!&W<UWX2L7F
z0z9zyHnn9BnzvIZ@E?^4V#q7$W3~~?7NP@Np0hpb$fV*mND9$%DSp8~V)EUCcgx4*
zVY|e1z&d11htBo23E2cM>}_ell-nW7&Vywvgz>*)nepW_%a;(HR&Nl35vNOw_ks}$
zxY2u^3vD+|Q^;_D#snnch$r4^d2(VgH7LqED4H(De}6fd6{0)A>%+mmE1X5D6s^=r
z2Hq0cpwD;0Ff!p@5FVG|-#3_$mM@U4&u1&PvvHS#+CM>~c7(hhUxyDK-c1am4#1%K
z*;wt;c4y0F`S3F8?JYYcI#se3m4SL0X5}eOgfYA5KfNkT^4LRj`_iTQbAs1SzYPH5
z6FSFJAlIPZPfgcmLn;04)pK2xNw#sQF8yw|jSA6-u-aKh9#RZ<eF`E=aket%Sc`By
zj%IafZ#W^A0+Ltx);Q|xu(6!d`I?BI>Vs2xV8j2-5uR5c;(B4!k2*Gp)h(lacF)YG
zLvV6}VdDCdKR3{w?)O*nB^@MX%@dc1k*9EWu$UqS?4cgiOHx)2Zv%fJs~C}iy*@gT
z+YF-x6bJEbZi2$1QK6)q^z>&Tw;zCOkC59-y)u1BOccX8yNEtDRga>~?#3_Azrm=t
zB$CW#jN<}N+@?FpN2Xx|Nat=@QIed;a(HZF7%txuhN1WG0hYy^IP<X^#}9);W3YFz
z*Q@Xzl5ETAYH3ihxXYv&&4}%e_a_`uikVpyMx4n=4#u%flqNkA1PA)gYNbukp7l}}
zta&558a2`dXF3o{nVUV=Q{iNNkLvP^PrchB*Q?#NhZ>=Iv=9q$D9I<u)Sy_Q=gw)X
z(k9T787yE}1oK`QlG?e5UGJe%f>u+JtKH7l4}y#uOUhZ@PK9H!mB|o?Vp~}FW^vN-
zjX|*bzGxB7f44ii%(@lw3h)l`JXnL+jTHco-Vae?q-ldkz{Svp4T+8QZ2sOV2(61I
ziZwVb=_+tW!ZWZtjFInDDUkKkaTD^V`|396M~Z61b>kaw26^$6#chE_xp94*!_vPj
zyp>qeiH`4<*{egKi%BoyFc{`b8{I=Hiv-S5dKO`i>`b0G-d|X(kg9SF7!8KNYy4dd
z5r~Dgeo?Jmp4dPc>BA$Y00a_>uvF<%@oXiQ3-Y~5TTtm6+JVg^d=(B<+m%k<vFvB3
z7068J!7|FoWI$ILP}{4Z6uKZ~XJBUthML`@0l2S{%QS>5hMba#g=mqW!%B;<c935M
zRE^X+k!V9|skh-x?1X1TLnkB`Cg$kdEB9?zK&DyB%F3uBilR(u+|9zAKz2}M_69CM
zup9d(?9jr-ph7U4lNX>SN>6M32`@;^$;bE6o4{FX_!t6Zh-`QmYpx*7uER2K8_E@X
z!r(6S0tb#PQbJl8%Padw=n|1_DP{uMX_0ZeAEH(lwuVPSzg;aiA^ef3h$Qr}P{(sN
zmz5k}{RD`TSc<YpfRebLwVa0%l;5!39KAM$oRawWX-mFLOh)RjvI0V?q`AR9N0UHz
zeak{goL^*r+MVyC&&CGN^5*H|`hR0sLhZ%%?|sDh7F}t+)wkJQXn7fNDLH2r9sNqP
zQ>)@pi~$rwD4Pk?OZvrJg;Uyk2{(gf2h|T~iV>9mVkgX=RyGZIHt*ZR#b73{8_GNW
z5sPWu<LK!D)yIc+w!qp4tWR3}r~q8?nqR)Ck~Xr&T3b$}`gS1)HO^o$64Z@8j_%`S
zO*-C>b3}W!69=g8f1Ar%3%=)qoBmAxp!l0)SN|22&U6OPdkllttpM;<KG1>nOPPGH
z#)>M+8$Z?9LlW#H>(*#$8hr_3IIbK<f3BJCIy<QSO!d}%?_rUibczygm3u-bx{W8k
zwhFsazTaI#S6Y+c4plfIN}a4IsRpnqpioz9P2HP?e_9n=ts8s+9OYesVrk-I>5A<e
zE7K_oX7;7~u{r}ES)!s<DR)3M`N85(hhIJJEH^O{zl%iY2L&^MOopSI?NVycA^w%b
zU$j-UR+((I^w|hs`e2-o%lGznF8y-@K9DL|sH3l@#aXALGb#o{I=IyQ0U|RGC~6D!
zzcz`mTb)n8=X>E{nVoc__4#b)StftkZtX>zuaLuo2KQZf*lu;{p1fhV5F|S?)BhHS
z6pv=8EdOnwiDz>u6PHj5EE&cIUq3~;Dy2TrDNZFtBY;|8$y}^Rei!4&P0$62{2uN<
zQk-&g7-*`+l_k{+GYULR2N^2!dK*QBJWSVKQxlT2K6J>uX0WQ3U?w_1Lb&+8+Hfwg
z2D}5qr%~J%pE64x(D&Jzl}~lq?0b-N<$(-SON89>DEAfKF+75<OxtD7h|U!N(1t7+
zgp;n5tLk&hjfarSy9I}x7ZUQjI?U8`KnHU{CRi1=!pPnzr+Z(qd}`2}pZo2%1F|mq
z!`mdKU76<ECJfuFJ=^o{E4{n5#9@4ZZyjZ07NraQ82Ae8kTmOeC!U!ymS|*NVT`gd
zSOz(r_Jxv^t`f{Es$d<6Q7z0qy*#}>Z@6u@Er6WHfUE)(p;-7Cz!fl3Ssgwd2diiT
z_&`c8ksFb~F8(9ZXcw>O<^ABXLk85=wu76st)v#euHkNBkv@<f>5I7qAC<c*c}CI(
z>Dn%df23CvM&emRKm_oD2m)_p_uL$Dt0$KQCq|Rgy4=K5#I!<){655=NJX5=kYQGD
zEWS_DPZxdSB}|fSf9^3KOYum053uDDFqi~(MCLYqRMb^!@VSG;QCt#4evMH>H4luI
zq;S(<L%8&#<f0)QY4n1>FFX(Q>jLb!Pc{IV9`Qc!+lm^lG6}+eP?n=#b>bA5#ce3s
znfAj<WEE<}Afd!oNa2(Q>65^Ci4s`D?0);(!8BvS{>6*}Sm?1C!6T256_Dj8CtO{m
zlp`)ox2sQ6WDzv$udVG?@Gf{-#%WP}hh-XkaOn2>Jooy1``q%cP%ZQx_+)4&m2A?V
zHHu|^EO-1<Pm7>;1mA*zJ)Cx#SmtIKDe`EUOV5sz4_FW6w`6Pr4H*#TK+Ze!a4^Xy
zQ(}@qei2G|SyWNB$6S|`N!hsPTM&mOY^K)AOw_>GZGt8^_nx4xIY*g%I-=$!hlxK0
zfe?Y^7@3`a0t^$YZPXx76CuJY`t^{br%9<dV=}u)qhPg713Fnn29K;%CPraE9PZ_I
zo<1WD`$opkFH2QKOoCBQIWiu26Ufn#f>~0auqeO$MmB2s3;NsEt!Ml(jV+7`S7Mr;
z#FfBT+ihbaOFwCr@G`d|Esi;+YQSgNhJxY7Q%=xJ5*_AzqN5`}h!qcuGE{So&o&Xh
zpZ*0KMVHE1{F76YN@wKEmF^bc(WlwYCppKKW??<1yp*MqRQae|ZoVLc^AtSYXu%!w
zJO?_%n92%Y{j?NuvFC9G(Q%$+fSNS7@L)K*A5$$3_Y8opZDx{7<@urQ4}szyuz#4N
zSgwriIM#x!kC~O^^oyBfnM`fX!kxMYV3a)V^e<*N5woJG4SCi=&4qXwkD+g+_x;nU
zXBj8QP|c<@omTQ+L&jtDOF8(-F_Vg4#EPB{W=8NU=i@8oB@&9TYLXD!)0|zy45Oe%
zy6idam>Kh2;w~u9&vc*rWa>9Qe^-XQHE%$kb9pYJ%MI!ih-I<kUKuw+q2p4a216=C
zS(feIVdC&f*UNURKq>5in2gZF(|XX7R&#?VPQi}a+M=uJ&dOyf0GJ4|Gd5fM_cxt8
zB2^P?`{anvi#15&f^%7CQ?I$+Uxeejh4|{+Zoh|8{Xt%Mc&NY{f0v*OB9aew<{Sfv
zI=@9((90Q#+VPfcKsB!6DwDt&Pfj7dvi}8n%_|r@yR-;YPzi_XB!6{~Ox&D-9DV)0
z))Y#ipf6w<@gbe%-(p>c)aiU3OPeugwB#>@%1oC3#aIPKQjw@Kcu4s&O&TqqC7%{9
z&ql^cF$5QV*vIbPiWNM>Ti0O7dccy3Mb3rm$UcQDD)qaF%b!Y3pX8Ly9*xQy>d*rB
z@n`{4FqeXIB0}5lnWetdR?OOYDO>VntC{;s$HU@1H@wqQ6ASdyzFYeC&vm5FllX5=
zcIfJ0g1zxSxPKv|p*ALyr?uh#Y`+4<W7igLYj%39tmkx(M{p`*mi*BZmsTCsUhP;d
zX--d<(?di=jN|55TiaTQnD>qw0!&5W%&~UoYK>ZG-mo8L|6R($<Qej%8Rvw_p%ND`
z(9%y5)u-7uxp8Jbt#`b5;D3M(mvEy+Jl6;0bO^ckE=v*j{!r-Y4-G^+R4It_$LGks
zfsUB?HRW%oK7V+peZf`^tb9hsd-Q4_8K8r4m&zuLaJdG{=QYy06yW;b5pP2^(uW$t
zn9iY&6nUKV?*$d{MnT8nL$!7TE@X9hNG>atI5H<k8A5MWq?J%ZAz;tRfuvc)r?CCM
z9C^U*1_mB?u?<^3RWQS!peCc!>p*yKf?M$=78lPBaa4NYS#CDm9t;oma9R{WMSdyl
zSBK@QWShR``QLe+?@2bjnM$y>I6%{>cZSTyq@GVKBE0#!_s92EJ;54-gqxkr_AUY&
zU^cK1lyByn{llTw!C2rZ(N<>~G6)dFI}hE1#6ybr3DtT4<KhcKCp*h3V9vtTR~9~+
z`#@}+(RMGP_E)UVGDXLT_>VQPi>`Znp`@GRVHl`-nF_<PTrQC;a4XVQ0xwKoby4=0
z7i>6yfj!C9bH3I!wZAKX3<<O!^FsCXRLj7z9h3C%kyGcngY8%rwTIi0ykquvnl8ae
z<`9`l<7jv>O}SZeB?bWhgq{rRNuZ0qZ&2vq!LeFzqAnSpdM=3R4!vh#!m6%evXMAU
z9B;$=jw&Zd-_Vxmy<1}0pN6j@AcV5W6P`qtN7K?Ng``IEEC!qxWGUCnwjf2v)Rkb#
zoWqf-NmV3p1B%)w?CRr6n9xr9!yLu#l|jk*uL=B-eo9eL#VT+(#1QEo?Xa^HnMmH=
zvc~y3zj=N3_?aN0i5L$L-SgT2Igh&VfcTV4_{*-oWyR?Xj%ot{EZ{r5j@M$+PuhVe
zlS6Dq`Xb8DTh0UUjB*|&KEh_?GPOl3*ZnFsBiLG?;kGvK42%8M|Cs!G-BXGz;^RG^
zhFwo(M)4gf>y4;_ds^;3+ys2NHW6ErmnQm9q;hi9!iF--$K$UC0P`l&12n&Lg+%DX
z+YgAYW=?uW;R_3K0Q3^U46_F2V51BWZ2=H{Ws4&LyaK-sh%Mi-8wCn0>BKUdnvZoI
z!*79gdmom5r@j=LR35U8!gD)gLqGrLXR_=8U5*$T(Mq5A7gXft32YfR>_X37-f49r
z!p>0oH2N_>4b`v==s=LpN<|=LkIxuz30T9<9|qNSiYZyJJxE-&1FWzktt=jR=9ddg
z?TA{<-=|at6ss4#+*AS@k|%3ecTRk0ezo_A>K_)DlD(8achs?rPGq*zX)z*K5QbcS
z=srYOxxS&Uqy&`OA`rMlyy&LrB3{4d_DyjOe~HleMg)Rd*URpdhUPJ$Dwg^S0t!Xh
z0@Rur%E;$~BjHFpyky6;W4mCf`5J#XA8&8chEDE)pp%qn$_BgOE(elmw=l5{9DRHW
ziBq~LHhp0n+a5)4Xmu}8yks^GRX%umFKHWe7P7TZ-E`V(Iz~>GSc`G$ONmK}GG|Mf
zGOtKy*XlQ;`mJ8Ol5UXUOlHzcxb$X{1JlCPSGE-QM|3mm4~5H&ff#K#4n+*tB6(bM
z{s;y0d*$mj5L|2IK0-#I>BwN$$oBnK3(700*o`b&OW!Cp!KD8G9VPe=CigE&@b6z1
zx_=J%r@-|0KWjNS{zDD?52x<`ZO;9#l%Rx=lp3GX|0N~J_!Is|uoJZUG3rdMjB)?x
z*Zfx%jex0<k)fTTmA;`pt~xFQ11^oDl_@>l-=7^zQ!7V%+<$?AGz!*=R;K@=?&xWm
z{v)iAshzz8zsV0`_|K;#bpKuWAqkaD4IE7ViN{1ohx-r5_y1G}{|WHFaeK`Fj{1Mr
z^)zF8t@?4Hg049Nqc3yub&ExRo0=(-1v}2yasC1z;ZyqsZ#S|&9a9zW^a9)TJ^hiA
z-7bEt3Hp`gcS_fP(jnOrz=Re6Kys`~(Zd#ht$3NLDm(;!)l9U%@k-~D0OjKiS9j3R
zyE_;J5MB73L`i&1!s?OvzIM8d+HEV8ovSP6I~cpvdFC?D09bueTF>b0$`1c{{IY=$
zNQ9raNsy{z8@i@5=fy{yE;M?sNcZrxEppLAyOo)zXt#VHuP67Lyj)H8R$G5n!RtfB
zWGR7EgHwD`^Nuw-dVCOW{9TdTw!og`zw1K(G|)e-M$bV1?+!#y`_C!<cT@i3PX0#^
z`tJe9|6||z7vT7F>i&Te`S`3|{(tN@viz&3{E&<PIgIFO|Ec+REBu$=$oj9t{y+JR
z9*E0xEE4LMc;bBMzQFji>13et5@7O@3_F0RC>!q07OQoNKdklDrrmYtyaY>UY788p
zDCy}a^eM|I{Buahb%n@Pf9Ll7*75WE*7dV1Rb>Oa`&fqk(Zq+b5Pxt4Dzm}KOzwWO
z_1dY)p^lNcai?{?a*c9}`pyQY7S|n5v(4=jW&aCa5O_b7H7rX6My=C=jms@8O8zA9
z*An+#D>(n0urzAi``95kKZX_-z23=;Y~3m(W=9{v2cI7abxQM2H`!gQ_?=F7AY_s%
zRB!iO?kPXI<Ru!tp2#sAb3)Cw7JbLdL1bC3!=O83x$l;n^$WKXcPgh5d5z!&dAe|Q
z9ST5RYtjR#peUSfDhK9F*`@<wT2$p8?2$?ME-(N(@8n7&e$LOrCmnPcz&Qj5GEp+J
zQ(rQX*0!+iY)CW_(R-H@Dzd+Ef)O~D*!O?mxAMYh{;I03f*cUG<NE@|G;yP4tLVGo
z%X{pNk#!-GBNav+6u!zl8lW;W>DjdC_Dk!39CrEQ^{QFgi2=e@wpGYH3DkJK0pjFK
zE{GxW#>dORtsu-?Xp1AwZfKsfo5Q5W@`-Nm!(MsW_;(2Kg9US;iSZB5G;6z%buH}3
zh-iutaiEcT>blHAZ8<KCY{=3;b<vV892poI9v>K@7(}8krf0@yW+o;lr*obSlALR?
ze6SwfnfLqIdIXOIQKHuAhiu36;eGNm1TR5dVz}9!bmnTqc+y`C>Q+Oi(@p57c&zl)
znD-yUI^$%~f0V;l5r7JLOiLb@wMG+-6V=9XjN*+pe_(n6We+#saeknEIn!rQ5`G;V
zjcgL&bm=_$odp)4m}$Lep;C9?caW+4M&B*EaamZ9g%o~_K*xN%40qRhaHG2(3_|I4
zAN?+@o8=dd#_6<b_&iCO^`}wq)OZ;SP_EN%eHiOh?(%e8C^y$~bZ5F<Y*4oDc<a_;
zaJSqyFI#rgYQI}+ul9U-3t1lS<T`%@sjhbMd_Rw>2J5OqXYiPqqtnu-ANHU<dS?;p
zpnHN|#mKT2=$8E&I%MJU+8<`gipr#2a<f=l39IeYw~qQWxS-i5j#{UuHq)4DNwXau
z+QfK%W*P2o{hIV)iQleptACs%u;y~Re`i@$*WXfmS(<8wiNay~s=T!y8Xqo>z(M`q
z3TQ;kBO#O=NuA-?-3xdo{<wL<u(oz_|6bp<M(Nu8dg@u1U{h>UGNa+7NvE`r7aXG=
z`${q4s<qk^j@L?K)QvNnTO92t?q+knJeZ6>j6WyFN%io&TaI5%pp!q6US%FM7Mn;I
zAhVQzE6PZ{Gl9swb13^<s3|=wO_dif%1URpN0%7SUShsnXkef3%Kn;r2%NVpZkL2j
z#pcE;(oXw&g*uHOVsM(0nKa3~os}4!kYym5YDj4{E1HyOPNl8)GMb(UXYkHoa#9+p
z2vSux@?<@~tthS+p4Q@A_ja1SxUcWd`W%p;UAH(gahjo=qg<@ms93-F!lXC;!VLbK
zW#4yfa%?btnriPf#ctn~(SOv%=sdUaXy18MG%=Z_&e3dU^}exhPc!Z5eZ^w$oxx(7
zHP~TzZ*g>)e#|M&LSw9T+Cgw{HSNykz4l>v?>yn0g2TbB>oxna^!j;EGyU!IC4E$#
zCe6UYpl#6A=aK(PZ7*yueNSp%>DuM$?;8B7doO>4G6^<$ox)A~J@+AO-|v?TDMaJq
z-a7|^fpVd_)BNjC0~KrI&TL;Uq_%pCp6+YkRG{#mEUlN&LE7+Tsw9<*`kQ7MRV0-L
zm5k;V{oBUDc)|QXq9~Q>2d$(IvKRQ9dG6sXlv|yw#<%R^T55Irq9<`3M8U}$>TC|D
z7lmHp>B(N555a}fl)`FVhNf1nqjO7hi}Zc;i*>_y1moQ_>opTbsrz*d<6SCTPObZQ
zJ%_5}(v&zFUnZ~H$`R_dW`WCLC&)E<dV{yfEJ_|td+EqSi8PfNEq1eGR20t@4r*v^
z^rnWRV_S;+N|maH?PJD?c8X7BZHmWAo0^Z8W#5f&i;MS4)|yz2ZBCDqi{B~?o|9Qj
zbU%Y9L)G4WlEz$H)x34dzS7R}Xzi^rc)6?l>H0jV!reC0VKc*VeA!a<xRcs+^VM-%
zHL_OCqH%U?NzB@D{491cT1k5OTHV{?69ogtg0*QkIg)@`YP-cN-${RWs8=#79iOGp
z+Rb|2f0BW@db7j(ev>L!JxXm|WqZ@CanaIzV(DC+dz;yNebKVpnq-~CTDwiN`7`r!
z+v;0?_yDUc6Vb`-igB&P@~g@Gph~p8&#Cb8O~-lU>TWZ$z54pg;knwK(0%BlcBS4h
zx*vO*Q`Q~f$>54?^WJ27y2<YnX`QO+-NMsi-xAWY-Qs!;y3u`bs?RDoGgvb~vrIF4
zliewMty_<K+^e}W*t5Vh_S5#=9i|`ih+Ty}fE|g=fgOs~qs93}YjtbYo#kS)o5iBq
z%=&8Us<Zj&tL53043nXw&k)J*BsV2Pq2bka@D(S)kC;CbO)?-U<ZUNsBqS#X-BsM&
zQnFqlrNQy7$S34Ti>zb*_H}lDuy7H?kjL%J^LY$ddGsT&YyfKq8a}XVGMDLWgA{ju
z!kAWyxPq<oyr=;SJq#T~3e)`k*H&QNL*Bw2v!tLIP)6X=+!et9sVCbfs}113v()wu
z%Bq73#PJwSV^)P34LOH`BDQ>-OqxRFq?DfyeuhQa1ZUcEy1E=Nv<yaZvOgx^CILPY
zUD^N~QR#jzb#ZMARW-T#g^HquszU?46ds78lZ2K+uD29!00Q#0VkIf$N!+sOT_PMb
zIgtRbOW;vK6G16gDajnCM(RZdj|PH1BOIt~p>3lKXkhDM;^bv&YG7a>i0j`>CPLp}
ze=_(pAHqN>aI-wp=*o(+vWhr9EwS1vg~ikbkWOHTJ4cPgGNH{AZ5)-NvH-K0WPWHy
zQb^7F4tpR7eu@y<5i!$JCJMvCC8TXoQ!<){047kdpkOf2CBcR!#)bXg4FN2`AOZrw
zz)S(n4GYW7ALq!WE~3O8>s~MT8U#RHnbdN*zr^b7@o?<oalt?MJ1#v!el15}nD_u_
z+w{96GWjMUf<|Vm-2)<_SI-fzn62~xM!fi4X2?8933@NbN_$sb_)r|Q6Db>|TQ=1?
zR6|&o(Ug}Y^R+88JH$7AB_S$Hv0BCXNxnSQSayXYJQuse<&x!b5&r0pqy^+1`GrL=
z?lPm-labXht-LC2yLODU&ia_m;gS*|Ync*A4?INPJX$N{{(Bd983=RIL<+FMM|OjF
zuDNhv;G<~+NRD!HX|Ql0G_*uAS<JS5YtT--kUEGKmCl@34s0L%IsHCW?|xlB>+e7_
zz`4#8aLQn*n+O_Xc=Gdo#iPO$DRBP)hUeRHhH=z!>S9wqZ8zyoGkc4t05GsmR<Fc_
zyK_OlK%79{Y|e(mhUV;CpM@dn5Ybs3=_V>QiUmVo?RfjqoK-z}+U~w=`#{`;ZwISS
zTX!)wMn(eQH=IMd6>#@8u86x=uQpoxk@c{4Ct_q;a9k|N`??S#IgbUvg^m~eB!Gf|
z!x?Rx$>^s~<C}bu=B*~z5;H3$m&?;aLup6-&5)lP*VJ)AOol~~E0FODDZ*JWLpCJz
z3*?zs%oekPV2FyNVyR3?{~k(nq`(h#RCqKnv?i<uq@&w%#H>jN0gKmJY&W>AdMb<4
z?m^>|iWSxviIa<}*HHJ7Jytw)K{!f7ZeT#z_s?D(k}I`aw}*QQ^f=(p`jU%>6j%$?
z2{R2(FBG(mhx+B|8%T~SZs!OY5^O6Z6s-w7);V+g{l^<@I+c4HX>AXZWQ97X13kOY
zKdmE9_4f`eusBJ`o!`fq?xTa~7Dcv9u;EN*h~Dcj4`NoDO=Xx{BnyFA#!VcQi{yju
z97{En;-$f`A-Wi_&f?)XhWgOONFO9^djhr@H)rIDZl-0XRS#r@&+%c7H5sUxFQ22c
zzH=rb)eB4JX?tP>z5!$XeHk!;+FzGrif>I5w7}^a3J%=L7eNdGN-AE0DPezRG93_|
z&1>pzGBGR4RC<?-?JrMX)sS#^d3(V$ey<Nu`m)*D&{V(Vu2f3>gDs9QQd7996hx_~
z`pp;B$2E^B{^{XVsC8yk_-0LfH(4FbgoC&(3)pc$NQ>$x3lL4{B5x&My3X;Ou*1b5
zQmS?3r1vLbu53B*UGe$R8+Gk?IVy;U9yuyx$(D6@gQQ{^l>XWt;$Ju4-S~EWIDyLH
z?5L*DWs*UkPRM4^z&a3-tMEs}yXp|^?Nbecl$0GP8&go&0Kn5q6#X6glFNAwQrBrX
z?vcyaFxBIjCnpqkL^eHy@U(D(yCCT4qU+KPF)AOlllIfvypoDocTGV>X{Owr)(cNK
zyn#$&i$a8AkN8CX1<DDAgS@1Wl#Fy*?^YMegSD!{=6|X0zRF6hUo{cmHA*Z8W+pr=
zkLH*R(IXT%(P)43=p4BYJGG;Bw%m5_ag)3^_ujPIPC()womqzV%MSBRuicLt^CSgQ
z0-t)5eKgR_*0Q3%G_gXJ$f>b2PCKiT+_ycz>Ih?gYz||`nN`*1R>IkRk!~YNY7qO*
z+U`_Un;S^kPTz``A=75nA6i|fJ{Y>c6)_$@m23)T`J!ZF$Eq*Ggj!g;l*1dI%RhfC
z{worUon>LNS5dt>W<z|6Ww9#=46@RwQpKHto=sRYq7lfEHCq&M1zGBZa{4@nM%zvk
zH}F%oifeXiw@cK>R3Jvan{)$1{s7&PvP#&{NrDT$W310^Q<u1+5tJFpsp0bFuE()k
zy(&{HQ8qAk2XZND3d488xAHjiG+Y2?a-ta&vXq)^NjyA<qme%L_vYAELBCJk!Tk@m
z=+hpB@`EkbUD0*`9lO0(^%=4rZlCgz<A?QyX@<rKC}Ys@BB*PEX&_@QsoY}3j1L+7
z8(Rz#r)Sst!4{tpzA+dF7HV__bZmdHMIyTtF%>k}ae0mp&L121a9szsB@v9p^`QvU
z{|8(2jc+V@+3)xVTRgyrw!phUhmA*P&a&r5a^brA2U{%V_SjoF^#l097CnBj#R~U;
z3!Qi5xcSpWat#65(cLtjJ}pD-da@uq4L(ghDkNS<{ZX<XY?1T@@^n!2@=t;3CDPJh
z5xS7AXd;=R4AdeKNU>m?0*E(TCwZRd6j9S1^SW!GC7xS@FEm99!^I?|#gQp<>IqTy
z%v_%lTLN}9hkSx}lS~E_Olz3l^nJkUtPoqE)j^e~inf>Lzp%v^r8MAJxZ+62J7Npq
z^b@yC`xn|0u(aGJ{9-bHMq?f#3^?T(9l6FIY*D~V|33Ba`gmnlrNTAxD~9su^;8s@
zkJwByljAcY`Hbpzov6le*By@xpM(S-4?4Iw;t#f{^piK}9FgH5M^x5q|9ARO->L)p
zkm*<)c@FT{1BfMBfmB6<WW|Gkn&iW>1xK!aDpm~>CZz%iB~tNOp_rFxQyv`HZyUU+
z0*I@R;>N{fnE_!jJtv}o7vZ4c7ZXd{vSS}z|6P_D40GJDO4DCeHyT#1p8T4c*0b(B
zCETc$k=?u*yYy52@<R)sE$ou{46Q2=l2VvwHn->ty$OQ0iDrDqskVF;9e)<d5%SB<
zl4X%Tl;z3@(g@Nz$1Hk5HWu*cy6g;p1;oyv3p(;EN){rO#n<QfF*YqcV41_N;x!(l
z9UoQx=CfR4pqxQ`@_U4@F1G=eO3LVzpeN*u;+J$_ap2+C6^A_&>>a)B6~QPEofGsY
z0bUGUGu749l=QsJJu7DtV6B-Y(Swb7UFR<P*q-im*Ioi4O5?MRqd30vr_eL^VN_6F
z%G!4ED4hU@8E|=7ZwIyn6xY$`N)ry&ALJ~=lB9A}oU~L9l^Gf?D)xtY{v62jLPM=O
zr*8$S?OL;}6&O7>4pGB6rJiXUPx*Vj_($!)7xU<tE=tm<dRtW>czlXqT5;GGaJ^3c
zFF;%z6Zl#RX~r8*(wet~u>93QW;+l`2Bv}EK3jDU6)8<81z($|)QOwp54I>G2ijmc
zD+w^Hapt5mTTPukL`-*j8TbIQ8hvv$sKu7>TM*~rDKnV2<cUH}Dqw5TgV79V)>R;D
zI`B`>Q9$ligB52={}X6+`q%C4Z5eB#cMUoEGrw!>kqx72H_HT$C19|7RrD_NMkV{a
zb4g_#*4s|m{H~*FK;-D*MLqtVY;%>_wZ#NUqN#?UnyDML17CAjWmS1?1;!LleHC+8
z<nQD(w)euy894Pn3a9D^fL8<5E6aw#?~%iDy3gp+#I-B)9tseRAa7lWSfV&Y*}!*-
z?Q819C$8^(2OcegCjei{&%TCpnmd1XE&T6a{iwt56@`f}Ly2-ja}Mh0e=b5Ju^$8e
z^!mSGG2#)ONa9%0OOBn7@ri>33Gaj7)yLl9R?41NN%f;REau8&-6Qt{iCryiL<|f>
zY$7{E*W~2qDU~cU<5hs2YpS}74eDQ=R73@%upxXFjwvz?DA8H0Ec=R(=I>)0@xGrp
znyi%zlFgK%01Tx-m6H@90(s0J^=duyZ)X>5BpvFQx#+ML^)0n593?D00IE_)QdC@d
ztPg%+d7V;cQZn~5QRMV}Lh0I<^4k*x*YnS5cwmKOVMQFf&xgzLfPjOSxghIW*C+Sr
zq{fZ9mh~f8CJ>4kNQesYf+}su=CI*12;J7OFgbRjqvg-t&!S}r8)=X^=;1WauTI2{
zFB=j0MG+DbmKTPxf-iMZsmlW%+dO~sB~M;PJ}z1PJg22<6v{ff4w0x*f&=SxTf6Rv
zPw>#8|35gp$0*5~c45%nUAC*bY}>YN+qT_h+qP}nW|v)Ewp}&Z&-0$|oLO^be$2|X
z_s&2@u8he2BUi?K-O=sfpx`k3zIL1~BB#*Pw_P1#0KsFBYMOpn*RX`B&Pzu{UIZbw
zn5(EDvgo>2vS1@5vXIBaN7u!Rd`+h@?TS}LbtAe!8Lg2&m;+v|qTs0{_MS~9cfL)x
zE@kBz<W6oi)|)e-TWrMlg)vDSL_~|VI^mU%FQ{|Mlg}NK#~(LFw>=1|mAsv%bgIh$
z$w~z3#Y^=oE5UL_jAhdP!lQ&++bo9PNW#k?o@-4O`&%Ep3cU92GF1=$bOze=*5@A!
z%U?}Oz0Q~L2S`1VepF;r6r*IrZ2&AYsg4Tgk(AgP=_S4Jh}CrHboWP|L-)mX8HqU!
z@^N^hvAu9RBA)Z>ZSi9%1#cQ=;OJ8gseqWf7UNpt$a;CqPW9%VZpXJ4D(tM>?=<xI
z#M~fNyw=Giq~&ti2!Q-jODHP+-IqXcSz~<g%Q%WCpnf|zJ3Vk!WLE|9+X%#(as*@4
zlT%c~RSjg=Ewh7%_ZF>C%e4K{t?+ZLRVm<Oh^8>%G_R@Dkq5LTi6j8JLjuPu0WtAr
z_ck|BkICW3THGE@2F^^57<E+0N1*XtMa)G9=|wP95~*$cq;Y(v(xsBJ>fDLK#<1v!
zI7d8Wf*q?OiKv;t*bmh1L=lHm6>a)NL1+1`8?Ma8YI`qNiLm1NY^Bxo1|UXr@)U(s
zl~BuqcCsEuO!DTzn<jG*@!yYu(WcuDLw+yiTBCmN@q3{DhqCjk;HGC?49@PcVC*2q
z-hmP)a9ZlRGCImQEc;Vz;uSpd<N=BIg^NTC8O#j`Oc9ba(iDQhN{NTqV}lYKdoRI>
zw}AredHZUlsweVik!Nz~UECaM=m^-@aAUEtd1F!JN+v_!!sLX4-dKZi<2Hl#OJ-)r
z0;gFf4<tGwB2Mc=;S;9JpGqk94fhQ{8aw3idLSBy>7ee<!Nl}wmA<K7ckB4VJk8zo
zQbaY_;bI59nK>Fs%jI%Wkkyjp7Zp`kD^oCuECmOTALQZxz8x-JOBX5Qvz~LwoN>uD
z;SNd5bFmJo{lwasv_7%25V<Jo_olpzeG-*~!b5X#ysqM#`?*4D3(J8#D~<Cp+=NqJ
z$sd=Lkeu<&>_?5moq+M?w9>K6Veg?q-s9x=<xeb&FVj4i)^Ms-OsQ~;$sbB*+r<+n
z3LMEYLc09~9Klhh6@~rZI&5a3=-st4waTD|cpR^fd0h83oM|%yEx}$@`w*`mVbw)W
z_gmAEreHQ(9UEW$FoA<O&Kn39R^dZ)S4V@8oQJ4qfk(31UHWCNA#YX%PEoY>=ho(F
zHYCao@xi_N30Xv9^}1;&kr?EQc$X0xm${inwNZi6t=!Y{l@bcRBVt!XK^}*(Nrr59
zJp-u4K%AC2q&&F)LoHG$*Zrjy>FI?48%)yNIcRt(b+v}MJ*?Htlqz$mAPpJ>pv1iJ
zmMg0z%|RTlgx1pvzCS!NP!p9{0;t7Lo};a<TlpU{aYk8evJ`@v+!p?t8|$58^Ws{$
z9RksnOU5K<c>BDs*L0_(Xy;~eNHHez#BB4_-=Mbsp%!ld)S`(D-KB5)2@yj<H1AK{
zc{~8M=*5C*0EVC?XwPqg6T4AaD26VmDqYBOqDK+N_i={OZU9!BvKkJXOZzFHn;veF
z(jpP$K|$t#97L3#ibN1j=x{Jv_W^J$TauV01M`<0ys0TBi^yMz6e@ND1?OH9J=nme
zsDHbL(e2D%>7DIan0gLAY`hqX&WM9t?dZ{N?;KuECnrZ=ChOsr!Q<QO4ZP>Cg5#;g
zTaUGs7%54U-n8V>l<N_f6`zucuQ|-DsPh%if{RQ0bt}Az36uzWdxZh0#e_)Jd}7rM
zCI@t)5{r1|z#?=Mt=Vd}-~0e-u~O;?&O{WMpL}sir&D+YvE6Sf@t3o}WHb?C1V%kR
z8hg;Ny8{0YjNr+>`3HQ*BmFLoCXvO)4)?`nADb?Z*Ubp;?OxeH54sIpH5QuU6H)o7
z=;TJ!!zYQJUlsPG@4OCd2KX5I=O9l-6IqWSS1OvhJBnzHW5B4ALxj^WKNaiMZZZ-W
zqnN!_9yt|>w+7BKcfij`9oE~mBxchaz_hSKQQG>a=dqomQFIREMY%_@NH`&I<@>cC
zE>$;y+tH3Soe<?%Tk|_{+zE<Fi(mC{5#FmSX8Ml!tZ{Sg=}`T$1j7rag^pJ=44|O=
zR%u2qEU?Z&pT+}5=BmAARK$e!@!urRP(OL)J92U$6znNR1A#EP1|ENLx~UE|3q71_
zEcg;B(az1%%K$C(LJ0h(={DPN0ZuvxtJh0dn9jXT9Ui_7CqY*#J`BiSY*u=_KO1Nk
z*XP9CAAn#KM11-MW5vDu2%G629q&q`XZ!RxsP(I0R&#N6Lqm6UBl6T``se{0P4An<
z2LrX-^3&7<`D5TcfUF^<*97X!DtL>Q+;vdI_P!x|L2HsunL7LsZJI)Qtj)``6&H%;
zwRqLz!CV2hqjo5}rGcUeJA))qu`*!Y$Sr7-F|MjcI<~xiR?TH_Lw0kP<V6smEvLmJ
z`<%L|xZ<Z=G{YPSowZW^1G)Yy%4xF`^&PLCtuqL`4^yE3T%YsVskAyyZ|vNV#W#WH
z7g9-tuVAUNJkrm?P-vK{I98S=75v3hsPmyRt3}#wKG6o0W&8GRD_$26ngqq}E}CwH
zIG^v#;Wp%#zUXb}>}hG=N+S+P3i5Z*_6)D212r#1tMMPu2jjeB*J?PLG5rGi&)<8F
zh1k$fnx8w)fidfA1}b_Qs+$X>bxx=O{vtQKc1m(^5s5&(*+e6&OSa&D{KY%TydM<%
z5%2(i(Sj*m`*+voRW_)CHdaw>lLB@kgmnpL^x_e!5vozBgn_Y@Tqwn$1j)OpW+>7)
zbL-UkE~KQqMv6dEvzlLXkxB(5fk3QF8nYE%GMaMJ!^JD1H&2kh0t``6XqU`5Kfk8B
zi`6xqg-Z||C<3=<YX=d-2JdCAXiD?<j_eRIj(W)u2lYIsIu}C!2mJ$jrr|mC*pLhp
z9Y~4-80{c$(f5blxDMrHhL!8yc40~2E7a}+`pFqurbSuQKbr*TY#vT}y$_*XQpd1+
z9|D-192l4!M%0`9h@Q&<kB_3-U`7JlSR4ZZQ>g&B$(w3vUz4RE1`rp&Gg}%+b{<;~
z{?xG+pT6X=M|A_K9Q+H8ttlAC&&RC#1cQ%qNfQM(ELhF!vJZplj}&6Zk6T3#yJZg+
z@T4JOkByn~{fNO2se*_hPO>!<hdJdns-)*qP-OT7T-_=Ulh_JhPCF0u*ftuL2IHyt
zcuQ^UWjlW6AZA;5V)3av4bcQ8GGSxo^dIewe-_Q0E3dlY+0?y}EyT>d!Z>t_!c+V^
z$59?VRlu;LDa5Dejf?dt8zn+R0y7J}w39sW+9YMX@*hbknKZN^*GO~8XA=t$Q&Q40
zv{hzZ3M(LCg>Zq{<x>WeP*YALisX=-fn}h9lW@)YPlAxX!9*qsNXuBoSr$uvoE++q
zQ4$Tcv1x&j5$j#^sH&(dg>$MaTlqoGfms_UU?E`0Q3MN%1P3jNurMtx<%2%>9yEt8
z508`}r640Dhf%5E5ir7Ff4>V@Rf;D;=s)pShFh^T%UYlK@E7Zjub4ceDF3B9Z%b>V
z&(XhhTPv4PyQ7=;Gu#7d)BiF?*sLZuI9nw(oMN@yj>o!(pdXvL%sqB>YVL*`cN>f&
zYgYYS_!ZRAh=%O5q!vO!Z(&PU#yFd3AtUYk5oF!#Jta|QRi1Y|aC>S)>9(Z%bM~x!
z%Pdto-^f<l7>T5QJ~d`DQ8-cE&<e_v5Oq0-eS5rs5Uq|B|A0&#tw~M%;C0e!QGSr7
zV&D>M#UHrj)_chrzL}&oq?J+nl-1bPNXB&zxRw#L7OvOzrzam#CPA^a0+A?oaQ~iJ
zf_mn}<S9@z7C$5d8_q5DKyD9nY|LRDLnNMb>5x&LK*15t8iYJ2%dQE0ypr^q%_Ino
z5V^-k5<DowvIlGmcJK4Vb6BR@RpGPHomTgrCk{MMYz<nS4i#S|m8kk^tRV??aq+lz
zIw@4xF$n(BKP$oak2xnCF1ub86iT3L$k=3JZpu^!e1JFvn#yeesMG1)fV`33B{PWB
zN7HA_yAojf!qpDT^J_gM`a=R(I;a}LT6RF^vwQvEt6rN};5KMb!juiX+p`~A%$z}0
zPJIq=*Y>dWX$*tn&gHo69?u0MHmb<}2Gy7l0t?p8X23NyV%pAFD>l15aayts<TeWK
zc_ApPrFsp4VmKYZjVX6dX!o1pm8`NV`=OAHvO{cG0RQ7GRj_1XZu?zgI~S_hcQm+Q
z8Gafiw~}K4$!B(syH^nP$EnHva`51YkVn(Vy^fFDUBy*av`iAjeUvh91B6t2YLxI&
z%&QL%1q$tFXf!hcN~L#6b?T{zF`O;4{Aa_q=Sn8A!fwVwvenl6pt_||_l`5yuFuWx
zhQ~4C)o2C*;lZwo0$VDk`gxfS>fX6O4GawSEpwL7!KWa=Ffc5s)<2UsI=xu$TI=dS
z_Ac$jvaxK}X}PfL6=s9pOtRjz-ZTaRFP?o^xT<9>n(;E-1*nTofMX9JF9va6aaJIC
zn>v3bTuF(tVonHK-Lo&RQ8al}mEz^U=_xmtE8X)1-OhA6BoKYr@oRT5aPp860nI(Y
z5pVmT17f(T5*rYv$Ma#)#}Q&8V-deZzC>~=TySwaPnWGUB^h24n6XRJag{TxyCVVm
z;$_>n!iL6zYQ|3U9;@%q=g{gn%`6UY>2gUlTvNEzy;=X!7jOQfFS`HL7mHL+B@iVM
zU$teaxee#^w}WNw3;LS)Z^{SN$e(ek1HcJl!qt0t%JW4aokf#oWyYIcZt#8LsyT6i
zv$)@KUntTYv+3gn$9~%b^u@X7QS4Eo<dNceuIVQUDY&)6CTHRiMsbje=-o3#3Z#30
zzQ|S16*^0_??BUw&&C7|&=-?AWaW`FDggRoLFoNiI1dFU6ln(BW~q%W+p<s0?DDaC
z^{#~K+n5%?vD^$UB>YGg{|l&1p!R`&3&|Alty?%AT)u=^+xFg>!yRVfJ<9PTwR(W1
zcb4WTYT{4Ajgwei<C)m$=r8mWE^`46xNtGjyU2u08U8PzCG!DDKU6zAwjMJ)uqdAx
zw$H+9HK@nHhmV%2x;)|D>+h;fpmD`)r~3X44nk~DxUEWwo*3TR9y|<;B&ynlG?11N
zm(E`+ElXt>ru}cE3f*kM7Lvl5;3TTbOp6ni+{QTYR4E<8?ILTyBZFoH2?O@9o#TS4
z_N(N9yOL?5T)tYW<v^kdErYc32Wb)l^WS#azj+si&XfszMbrFQcU~pW@|5pnkd$E~
zX|tDU^J?>+JndcV<j}gPx&9KQ-G9d2;(VN2mTZStd>^qp;|;$1ic(k&Q2YHQUe<U8
zdm_-wP0PxPt2`iupddCQ*qL&_sMPE%wD{Wo>~WdmH&vI#`Vn@0Ha?STG;a_=j>N0|
zzFw2#`<S8By6<UJvf4?WppxCxM*Q(dkR!93j8VAwS(F7gzMt=o)H<Xh!&1WXD_rX3
z&M&NDdad)WEKG+&iRfKsvvp(7OJ0ylc9s&pLNZh$9Pi7gWYS5LW~;7vS4%-#K$`AU
z2tooHCsb5OT-wLfW<&R>T>5G6^FhbduA#=(uC~V3(azM=(Xm9yF1Uy4;rr6W8)ZYd
zajdG&!jhQ5?P{y|{ggP$i<X@uG6h{>AqSFjneWPn9~doHR5qQ!*P`W*yTib-$#CL2
z)<2Nm0m$vA)mk67G}w<k)B5vTIXkpS=Tt6coxh$%lb5l1emkhDfO(TELkOuEyIl!}
z&6b);n~BGyj7<D?C^6=r=!1260>KTjv^(jqabgOiI5KHKaB(q<#b^5NY<EY=u|G-J
zp7;GJp8lHhexhO%{;$4xYs8WR%&$iRY6NL|nbYBWtK=={$ZSy}S1DqWM(=~F`AcLo
zNV};*AEXji*Tz&7IOHx5cYyo3^>HgmvUP{Vj}=pv^b6CA{)RUnE!=>Hze+M}sE7wN
zx&B4V1EY|i!oa2sB-9^A+$!28YF-qtv2B_67>^?P^gI<2Q70}nEJmo}_ndxH-g4=m
z!vk9*JAU=EZA2YRwa&`G<Fh%3!*D!OQmDG#FWmB9NO4tX(P22z=^Sh_GFZo3o#WFB
zB9NEFbE<P5+ow23G5Kakd^;iYAxE#E#>W-m;ZKU^)}af6jOOL!XNk=%!eFC;H15j4
zfeEp-YPu~u6k71oLroWKG?uh8o;&ZU$Jsg<UJODCaap=#Q=*E+czMjF(sMZCfut!;
zoeis<#+KG%#!SmP>nf{j3crG3(shDX!|3Zv1l{_08Tb%>CdS4VN)GmJB)&tgCg3m0
z(jHuY#Pqmd_Zbr;Vx3xEh(Z;z)-Gm&-&|(*(HxiGnMLyk%A6lciw4|NziNh9q=(5N
zc}+AC(~#LDbYQU-yuPPriaevIANhd@6^ay&7PP~mg6y=)m=4J6W;GU?K0GNo2QB4&
z**`?nu2wMcUW>zq2@CSjt<v`K8m(2MSNK`UwrvO+=gh0~GPwv@CqZQBwJ^7o*jf%~
z=xO>*8JMMO1_&?DM|6zlqqpqr;kou*WQDHtRejH!Rp)EzH|>71hNod`?$PJ80%Z~0
z=v{TH1qpFLa}r?3g~JTgELB`UyH52>U6yvIbkUE+J}BwmlQrle4*tV$7+?6lF3bA@
za&RBV@1oUDHM`H5JS7A#?yq-DfIcsKq}tnE{k$HCGZaEh+#>7h9eK|Px(W^9X<WxH
z=(<gMcQV0%Oe^}VyR$%i;226jwiZhjmet?}0SaGNuykJvEd32aqm%JODzJ2f0V>W1
z^ou_8kzD<YRQ&zbn}<@!Mq@!8@%5Hew_ukK)ptmz&*di=-L+-xNm&Z>od>GVA)Oeu
zTOMaEJ{}(4#zX^tr|6pEw*Tpbhu$zRmF+%3m!ad3Mbp$}Qw8nn#>dX>0bHTKsa$M{
zsodS}<ze!Gb`^iNLLW{f)E8UUkMrC-?eC#LJz7{(zm=GglLWbyhEh88#A52|U?ia)
z*lQi};Um1^c-wsLH{4e_?X2&t|LTkU+^vQz)R++}Ncx=r=!+|mjbm<2@HvH~|LBWY
z?wnBG1%iL|Mf5^afWCNc$#LKEufBNe&&)}#9}jYvure$BkG@!IV*0PX2=%YNI8Y*L
z<tV^~M+`+hl^^b;rF$^$-x?cA_XX~)lmpNgX%^5b02=FsINS2I<;R6$D5OzIJ}E0c
z3Hs(-ow4|9aeMG%d#eQ;IVMO)8j}aezxramqVr#UQNU!UxutcBuj@HQG{z_HbD}qF
zp9IBY;Iyl=Kj6Jnb6{<4?bNfdKW_&^_bXQnt|vM7aoQw~#3f++R9Y`67Aeadw4pax
z+=)>vsqnn3+w&^_E;-tW5qIE;j&J0Tk3e86%%`T%ZP>jt(gQM)jp*KG2EonM`GaYr
zzgWh57&nTEAG(xLO-)GDj<@0q&P~dn$yTldPdDhEh2`xL;@{oE|LBWvGbYgVD4mxz
zDo$Uk;rRdRi$-_u2l#IV8MD?++stcObdHv%)a;8sPJAASYub!*knSMB?w%mckN3^Z
z_bx4<dw=!CAmjQ~CP(gBc!0hLB6??8UOtmaS>;FLVC;GnjV)vICh!p6ej2X;&==+Z
z>WeDNERBhj??v!G_p4yT9HgN9z7Z^nD2wPHn+pl0<;!cR%7=L@=H5{Jqc7qGtG{OS
zQ(+GMqb~-K_s-)2Q2`D8)fZ(7*G=*zUr4pX!)!3;FOW|jeaBI^O$#{5KWV#tPZb?v
zOab}+iq{6Uk_OXDssZ|<&|iJA+E~gtA}T*(%;Iy=pxuof`(onS_vZHFUwskPnHni=
zWdfit+V*^X{;My7s^<VV2nE;CllU<MgCvWW-tVTrI*bp7wFVL~EJY}Y3s4`&@*2<3
zIh}?&OqH@!GL_0#{+zk>-=zvi3s`HNFBOUYS&dl{wG0Mh9t<(ebW_npKgHG;Yhv9Q
zZ5E8FDU-s;%9Xqih)rnDY~S@;F2f|aYU0Ym3OP$!F#HzXYeDS6k>=ngC4wuBo)rOF
z&4>2u`3n?jd_{|ZY>quBXY~jC*G+f)p0bIgbsJ-d?b7yen+M~2BqqXRyETL^+?l@Q
z$JPL_w^}oqW^-O^_E__-pT8#8eoLAYCIEV~5lk?9ZP?`JGW@-8^L(Vf!5nKq{JO9`
z?8;RDXGM(j#TBt!)So~pd&8$X>4^*%cKwIJrzetNwY0dTDrXv}u*7|L%*xUQ!`)1d
z@jbY&KiIZ1YMYLm!5My^>`R=K=RSGVo7tI(`^?Pa@x)3ew4?28(E~48vsq1JYvWeV
z1(POgew!%x1MwqS^34{=-R<shAVkwfV|;0#`omrme#6ebuECMr<#L1m=D;7Pi{FrW
zX%qumwW(L`$M!E%`@vxtwx}Fu;179>a(xT05j39#Fm|~vpan*6s3-$lS)(y0+)b&c
zx+x@chAmm46#VW%+2a?wPCsJr;c+tx>H_j>_KrS}Rp&J*S<{8HM%hXemX7FUn;m8-
zjbQ~fbjcv$`(U?(?A<bu{n_@kARrR{O?`y%Pk#G^Sg)7gwob>UcSD;yfvuRCy_<S-
zUMx=Y{xyS}J4BaoTmw~!Fe7zYK?xRQO?<we()$djmTDs2*9+e)pB?RCXGK;F)P}vH
zCICBNc7f$-(v7eq=-CR&5iFfV;@Z})1xUIvb$0;TPvsp?Xt9mR2;*@Gy_<n<d1{6}
zFNcFw6wc)Iu{|g&6RL&VYA8q`hHmjQgB1!Zdq)Xc>L#A|!<fb+MKv;~<>To>)4j4~
zFw6I!m63#HJ@!Nc&lHqE*|o8fR@@x|@|_<dv<uRJ;MqVl)g6DF7$kd;j9;(=C~PRC
zJNVfnc*6mTbrR&k<CFyj6N$?6<@NOxY1f|%dXze;bbE=vftztEXzC1zJFj^<EVw?q
z@u8Qm?OlF{TSPwJco)+Ls-wq5pjAccO9jB85+j>2K|o+g^9#t!^Yh0cM<~eXb&%8=
z>4Ykm85k-P9~=<xNup4qNEJeWkj&@%14k*jweLdUAol5*4+0%+WgI_vC=z7f&}EH;
zAAP)G%Vu!|2{?Rx^3J@;L~KW4f2moYzZ)`>a(zHUQ|1Uc_T#4X>9rdyVl;|W$s3B%
zk>DLD-O#1N8oi{7_uzL7OQ#ccf3bu`7a01yMMV#wd_?4>d>EV;@nU+i_gOupznEBF
z@_fEtc8zRrXfwjOqH(@GoLzv~Y~!%GzCE&cJdm|S?-R)yjogU!i$|NL55^zcb0Lyv
z*G<Z#ieettfxh#hSPd|!$Qm9aVhkix6+B>pqW%sH96i9t|Ead9q!@sTA7!+(m@d4h
z9|e|ulffJ{2voBmMz!!gNd^jFpoW`+aeca@))0D-B$L(9C#@(E!o@)*oLr+Tr3&h5
z_UfRaY$I5$&_=$cMZHINJ%V^2crLoJQ{W4*7pwB|y4Sv3?g^_@P!%0tKvshjj)`jt
zh#06Kg63Lpaaf<`J^-zLyJuB)jU#|q8AV&wvx9?KzUy$v=M|h$h%4+rQW{0abKU9?
z3h}PL=tESeD4j=g7BY(}g@TR@r7PlTOwY&2wsH>#qy6bizk`oZ3Z*HKf|q^KpUkk3
zMq?~VFR}sh5^QSp3k4K+^m;RVjLu^P5)K{IJ=BzZt1ce07=z$cV+cdzjNnIH71#=N
zd+LQ~;RaUA643d#tPp|SZ_fD(ax*-?ifsCrnIf$9Ea_eBA#Fe+<p0q2y;+{Dn^9FJ
zKyrV7`2O8bf6M2ApPL)zp-bU=N<-`VTL$v-uxU7@B@=}Fd$0iV)efWxKE=5Eh^fP8
zl_@Fm4(7(uq|5g4XZGrTRLC~x{l&iE70%lA%DMKUwOpwiW>;Ct+&Ym0Jc^zUsBHq@
zjfkJWDm(wAulyiILBV)ZlJbG^@777f3FNt%Y9(>XoA^l~qUv`tt(Tcle~Zkw18O14
zI52j0u!*o_+vF$C-=K!Y#?p>oH>mgIAj@pHF;=MJ{#jZ6Lh-2XJ&w|`V)G82J?P>q
z>Kr?Ngl6i$%h+*DUwdspq!{cb7?75b2FcR5>Pdzw_k#lbMTP(daS!n23^%SSIB(V>
zb9kVzG6-_=zzc(p7*2W2_6UH#Sg8f@7l-()hWjQ1+;IxY10*eFEQkO4i<eBB0)PEQ
z%46_m@W1|In<qAAx#WD&DZpP$%+bi4t>8di7w(U5O`jshlna0nhm!6C_=}<`J=P!H
zna3DxF-$Fg0@4eeut8<a@tD!Dg)U5Ce=BF6f3_lqKoL5UOkWrjgxOh)v%VckuYNtb
zmvkezo|AU6u(U{lf~>X$1x-mmJTPAnwa2fwyIiO+!u^>seBxXRP$?{rkFW}>gtCzC
zjinhS4SESeQRq9LZRbCG5^wacfGLkMgP;=Y{go)>FJ42haA+l+MHF-}_A@RqHoo#V
zXh>kl#D{p2f5%N97%NV}{&uD9)MgcKXw33+%PUg|vPA=Zd7xR6Mb-U@*cmC{H%-m&
zaXk4D1r{<oHoW=!=bg<CSDXTOp6A4C`mmtm@v#|x@y+?Q4HZj^&WCj7v&oI2Vb2Y1
zN5iTWH+N4xRl9^{IuM{BF@1IWyi)XczZg@%pT$VHHSc%!8BG(1Y3xYY^+zWl*k3Cz
zeVr4<0tD+Q)+Dfh(%537uts;MUQ@gc4Nrxte2ssFfr*pg6b_0-`Kn0<mY`L_`0B|j
zNO6lJdgebjkf!juT~8T0l~`g2aA_mB)V^y)f;g-swnJ2<_9t9)<=fu-4WYC`lJZP<
zlOeu(;t2JuGZ1Zj2U96LCrJ`pnfFAF?h_>H{9$Tqyc@~D*?1WJpuI5q%*t!|n^*LZ
zyv~O~K|!r}81#dk!H>r`YI3t<ZxkAXU8jOdWb2)sR-@xH9nEqH@a(c0Q_C<N?V@j{
z^>(B484k$uPbCcD=Uwk-fZ7+o-TrwB@}{Nx)6aaS01?)$+SS^FUiy86eff=-=%3Lz
zcJx*(HuUY^)%Firb;Fjn*z{5l8FeGk^zV{dlaEsJtl40Xz1~Zn!=^>g{62b@eth`t
zK@`ovIZ+$!vA$DLSbSA?*5SOmhS!ud_&wJ4Fna9@5|-`k-|3|t%pd7)@~8#Xp6?EX
zOyD>av-aK21%S=;c(vDB_X|!KC(r0?Fi2W8_d-MfGKu?<Ggf5E_PqVRP|O+i`LzWz
z<&$65kii=PISBlVUrH~3z>IOY9d2NU=kBQI86T|_hOM@R?J=1dn}A;}?*%JYWJPL<
ze)gz_HuD$JGZ|`FIv5GoWQgLu^1T{QPALtou-0N?sn6!)jL-w-5xu;&{Lsq;VPfA`
z{ILw_os%%ShEl?>YT>|LT^RWLwQAuB6GZK>0sYp#dV9rs3?`Z8Vkr7{-gUPClYRF*
zX4_P*(aK{cr5GFe!E!c>AZ!*H)Q%?j*{4aHFxD078$z90mYphoSlnGZ!;cCf0)43b
z6{vG+K8#@f-Ow4DP!e!S>OrtUNFuH#D*litWHJ+O_4;LdLv0O#K%XlcQ&U@8(<7U!
z&(F(CpAFRxH6{ucZ8sst1$1Xjshk3B<eCMVvf90}2;lwM;esU_zu_ZE@R3d`@4foH
z6P#>z1x%Lc>XK+DAPeueB7q*&jF1%3+y%ep+|T_gZtqf38J13HOK9eEe+1oHP(}=O
zGMFZlJgUX?;QCm84F8Co?Mk{;ysxW65)b}ap|=Smq!|XLs;@@=uX_18duthKFdK`*
zJ^m^C3`TE*!&cR_OL|ACld#I0yQC11S7u=rR@UEmuQ4<YiW+)~t7Wb`JWZXn90n`{
z4km4x8aANe%fecgv(H)1Grl3RdDMjOl##}%zf{vd0o3B`O6Y%6i;Q3~=bN6_J6m0%
zu-WX6e@4**yYdSL1_~-p&ngC0o!9`>BHcgKBBsyWv+R36Zu8#%MlGgge@s}lO8}@v
zpZ`#ca3?>c{zEO^x}lvj83K&$C{WA>NxK*NC(^?|uy3%duJMviM9V+7V`ugLQi~J1
zf2l<fVI3#@m(b~Li1iiAOzWrVPi}(z2QCreKta359d_LM2m~4-T!o*nSI8)GLGElu
z%o!1ypx$Yi*X`#npE*fk(yRrP&?Zi8WhXy5{WlTrOb<qJ7@H@}hE>v62<NFq+fhi`
zkA3IKrJN|^Y|_GHyja$ptU+`%X>{IVt}zU@H3UH{|3vdtexdsK=k)hD4{<5Kf;sP4
zSV^=Hcyy^ZQ9F>%qhL^)5gu8f^MGBCz?~jpH3{{7fI05`N!hp6t6%0MUbd{k+k`3L
zbHxCbSIgB7%efgxSqkkz@^3D`fyC(2g!!=^#wu?Dt~WSiz=)8h@qotAbo$@U;yibV
zRMjgKp#HDB7%UYQy6kDyn7#M4_mnNz$(8f(;Q_d^%+A^Wl%7Vlb%VV*WyaT0yR3YR
zJS%+WJ!^Xmwl!Fn5?f;-hWV=KS|3+?cD%@H%5><4{xaoW-n!Ow!n_O$I0q*%cZ3&z
zTel^MH|c+nPsRU3OCVO7@EKN!&Cj*BE{;Sx&5UpU1%~W9EA|Z2d<DJ5<$K4S=9i0#
zuTQ8toxygq#Wg+=s0gkJw;q$RJo^#q3e71Tf?uwW_wISbs%cxdS<i1mv;-<6AnJ2J
zb=6bz8N5q4V`IB&VBPVudJ%^>zCEx`*`rS=oFcT{^UW^=bT#h_6g+YpzIF&hexvOE
z;e`(EF|?vwI^VbE>`+?B-q)nY7sfY$ab^~NfZZwLotM3r0Kw~pmS>FE{|1Yj0+jJ1
zgLI%aU4&<b(rO>~YY6#u1W)jgX9U^ub;Otc*N49J9P>36&>)qoR80??7;U;7lgC`T
zHdCJ2aM69IJ-L8+1U%eq!8eobxsY?u$5@{kpFvyudx!`_Su-wA|LsG9er7NP8n3+O
z#)Kf9A#gWF)b@Z2BTn;USm^Q*ql=1EBWk$@?ADK+1MF55{5j=~WS99YRdX_C!KRm!
z(J##3bPve`)be9ZjdtHv!B2l@6G4hUULsLe=U=|=-1$hUnLklE5ebYB0pVWp^&6ua
zyvOy3{iGgSb8<;2{loMA{&RS|ITc);hN|d9Qk}!6chhE<BUxk<VadsKVR?=Tb^!J9
zXz-xVUFzTk^-e9YzSc_`NW}Hf=uodyg!>AXp81V#J2428Lhu_>G@PT3<Gw*Ak~o`l
z*^#U9#1O7^X$6<ohJ*x%oQeZBWrR0<wtTh3y)5zfGWcjLY<1UXCX%>M10O%?<a*Zu
z;;Z9w1AR35*K0jYG+W~2$6qBGINM*^pxYW-MgtP`oK;%ePcjt+LzR5AkKsyYvF|Qx
z`fE<C9m>_=;YbYl)1np1dXJS9oQRIhf<*k9hW_sYnOskURX^&Pi~od1p1N@$M?WLy
zAC>v}ppeKL;>h(DI?;oaloXyvCej2gd^Vj^E68R=x%LycC{QG&epp5JdX>5za9Abn
zevgq-)BQD<W*YXr22SaOUbQpZ8+*E^V&Gg!vmch=hevG4T@vwCxNA4~ku8a8Y45aB
zv|y%*;g8452#+laUG>PKT#v*_WUh0?^jGTS9uiS`VAjw+T*)$;j)b71cf{%KCFK#r
z7m?0(LXj?(u)v7MUG!6|rtI2?;1sq@x9H6SUSz_LUAu0^q%(;jsTVUj60;xl`b#Mw
zJG4CZc14YQ(JS?|123B7C>AUHk$zm~@@32VX$BKZXoDyN;!;m*%W5&T37Hj<qrda>
zDiug=r9D+H!aD~oCRbVYt_covdT3Eo1{h5Z@i_Is2it-M-hCX@xj^Sa!*n&3*Od2C
z%THg7+rlyEDc5#_R*!U<e@xN8Lk|<dx(tnQogv-9rEG|o%k@G|a`F!Nu&Ch!M;s{g
zTfgsa7Jpt1vJ*JamuKs0!)p>Bu40lHY_(P0*dZNe@&4J-5Z{H#1TC)pRG&<9-&@NZ
ze@_L=ipH-!b{2wn;}AAQaNHgXrb~=i_bK98e8UjX8#o?417M4Jf3d~L|6q$<wCsbr
z0Bo^{9Dpq@c=#CW8+_j&T8u8)XW*!hPUN<_==t#%TWpjBXg;OXv^KsgmyrN$F}UNc
zPIW#kHux{LXgodDo20la#p}(U@fTZMGG~eqe&j7XLOZa496~<h$c~m_-`AqykT`P(
zq=>6q0APzn+PDk58>aU|!QpVXu~+K5Ud|ZH2@3JR2!FA~X2kX14JTGI%1OzDCfsO%
zdm?^Gs&wQpwy0_m){Nra5PeRTKdP@4>lz5@+ew*e^81d{u>i{cLq)aO=NjpR{R2s}
zAB7T<fFGu=4x-!KU^cGRhcx3Oa%r}8m2r-q;bjE<9);tuBj<$Z&tc_pSBI-;mgs=7
z^w2703I+BGMwwjkpG~|@juRqv<7Yb1)IPV6yVZ-TM`?Ts3@y~j5dBt14-ma>T^%0x
zKz5;MxqdbpLUN#hiLelcag}nV{H6wsf>ZOx)YUvil^?EU3h2Qv_$O;l&;{7mQhyLX
zkozp@?tv5%?{VxF_xrYeV*5xnVb_u47Oko&O4xh4{|Id&D6+f)vy|wSDUppWnjZT>
zZ-i=auP>!X#SZaHnKb_FOVSP!Lw>n#uR-w~n6$2@g3f0gpw}B*2|tMVonlU4^b@>B
zJPh9o`Eyo0U)LxU<<kjbi=`7NU{M}ogMWCHBhOE`Su8VAI27C1*vQx@fnVdESZ_-?
zJOSFkng4`B0TzwCSkUp-xS9eJk8&0&iy!T~E5>wL{gNMvc7TxaXkdt%7m6Jk#s1*h
zLi~K=pdUz`%0@y!>-%(gam+6zK9^P9K-CF@d?5j8jr!3dB1Oh!gRQ2~q7boA-qd=^
z;zroGyvhDaEr*~}GtP4(4w^pBAKoT2;JA2sKOj(u0XE>|V5zr&C}w=C|MY2bhZ;W1
zIS*>6xmC(Ul0#j0V53l7w^1c61+b{F5mZ;q&|vrwa>S4kvhiWWkY1^ksxuI(V%QKc
z0k-SU+XRL^{-o5>Aq5WgRM;vz+RCcJ8z4MkgD0DJb?r1YZ6ym21u}iYC_gO)vr1Zq
z*~Km>UuD(c&54Q8fz#^wL@Pc;nTdmn+XQ}b0pxc0NyOga2Yluhl=lw*7(F#S>mfU2
z+)F!8!{6q7-W=anN<^$7shG^taO3x(Tgzi2MAXQ%vk)ay^`LhfaUj2vd|jF#C6UxI
zDP5Y_6myjQ_1%M;)UR0$&ADf<V2awF2e5{%wG8;A;CYZKS@^NwjP7iLx)FDYyr|#^
zNnkks$f|RT#3T~>QpCZId?~n7EmaNO$l^6b*&bg%y+P|to~RFK?1(8G@Jqe29DYvN
zsq#?zs8)7MfC{6(5WI!_JeNZ=1MI%ZbGC4cp**g(=EK<!omWi>D<h`Lp*AW@O?iCW
zo|<(`j##qgavmJw84G8o-&W?F_7Nq`$qQh*Ea^5zD)J9wRvk}bJ44Kw@>jJ(C3+SP
z(F2buOYt2r0S;}Dp`GSfsLdS7BIo3$<OVxcu$a%FlRMn`$m#BB*jH@UAW7WE7}C46
z)x@$Yt^zpjs4xht5?cAgBRi8UDc@D?zcwl1=&`YG^bAQK**Jh%y%(V2kElOegQF1j
z?Z`&Qk&Z4hf~T+iIGyB8sRL#gXB*WP+95@kP`)jL4uzph%o0@~(Vb1kTetLWbR_0C
z{s^Skw5-=GB!E+2X58bH>uw>7_40?%%}zZ$xY+$^lp|z^#TW;kgj<t}XphwZ2?+_&
zZk=hHC!Jg*T$U`>8KBsiE!_cI7zJj-JLpo%8H!#dM79xg#<Q{E0wu<BI-RonO;Zh4
z3+|w2)H|}${`-E1NWre)aY=@p(Q`dLYI@txFC;32(}M^7zVPeo+VSH<Q0QTP80XRC
zPZX;|rF+*-o8NUir1u4If~p9`{57k+1SG4)TjnK5JOvFnnbb{p{YpIIWMq<xr=uIB
zgjjwbdR~Js7qBWF$6^vh)P5TpnmbAm?glOOPz()YBV_T^bP>+rDRG$yKpK&6Q4cA5
z1kr^Cc=8rTtac;0d`akjyM1B#Qh38oG<}Rbh-hUYVvjHq7FV=91vTS49}lFiXv#-R
zXiCUhW?b{M!Tvpc!;7^kMg8Jq5B=8N3~EP~4KigiQL-_jQAFPtpDC%U;x$bLmuvAW
zSZMpLW?G?x*qCYb=hPl{Z`mU6mhl&3=3`h*^rq@=wVw;1SDF*W23+le+V}a|==HNO
zgZ<*F;`yX)%Ao5R=?0Uu3WZyKS@Ps~$br(Ab(dMZ-xPjNkAf4TZWgZvF#tQ79b?5|
zv#Q`2fP9dZwxB8-;>Y|^T>X?%PB0`baNdS=8q9&ks9K%dQi!4GeTH9=`~f@`=e;85
zof$@_ZiHY9Y*nhzt!PD7e{4Eh1_L&Yz6fF-6`PZk5*PDLoaVQ_g+_Ckq}WSOMeAcK
zSq+tr7O#okTJgHE{leyCD}e<HiWHF^f<!rAS$N$rSdl~+U3h2UcXwFZzBV#79iY;r
zU3@rs{Yrvxh4lK1YL~bb&=&iS6_l2|)!P+^?n57@w+`Iau}?t~Kq5)DC)b&_qwH<=
z;v?#U)O#Gt(q<-eSxYtJmk@z4wsA4K=4I_?EMd}IAs_WvnJzklq2&A*{-N&Fq1?Ir
z3SG4}Y7yvkRl~pB;y6WPA<D=7B5Qt*&AlTAjBrzG`a4%;eQWKv1lrwQ(lqR(#Paqt
z4IaZam0!VMY`i-U9?Dpx%6OAC47|>mKt1<?VJ3CsW+d2pZOq9kf4#*PJIaMSK?PxX
zX_7=|8GZe99{x$#<Ux`PBM4K1;HDi<t)M0^-P5y6D^Nj|5m|<<8mz}eI7cXqC%#S?
zka9OhNvOtmRf*z6Upz|lH-9&<TDa5Rpd?bvw5Id(GK(FL+p_u(MG@6MvkZq5ruwi`
z<f*6n^zE@z_-ap;?Iu8+Kro;PmVXfO_YU7m3%<=kPu4t}NC(3Mz{NGzXC|x?y=)jO
zC&sd{CbZ0;WETaVz@3J#mi3%TSD#-8%9>Vd5-?P%Aid90I+8Gu4iM&H@2q8~`wdVT
zd_CHdHMtDR+-A%tT)`dQF{bfVM#WvR+C2A-%NAQ>ADxk3KT8f`MrGDNorl0SLJaJA
zY#1uqsDe-k(qxCS*znlP;3L`6-5jY~E{qj`Cn}WeRRgfw0x%fSBryBXm*(e2{#*mG
zdp_MtgKDFMGv@{m7DT)~ws(Cbm*A%u=P=|fogQYY5y1)C=ihCAoFw3;Jz5eGQL28~
zW)7|Vf&*T>m5=zPTwvCZZclscGg$c6HPVc!7ERp5Cb$k<r$Ju>i&xD+EBfc^4;orn
zJnELGS(lQ+UvcrGEuA8x8;tRY&}^NeS`LlC!m#P<&r9f=iP#(%91c`KGK)MbhW<+8
z`Kx0qPG&h*fVP%spRb5}=Iwj^53`fR$_+Jdf@Y|z^8*&LD8k8&bnE4A8J5uJ+C^jD
z7$SCh`U7;UITFkSn}h|S7bI{~O2x}*>SSY=fPSfGVpnhO86*vln1V|Kh2^}|K*F#a
zYtfp=MwjL@=Z5Z_UFt2Q?-ytY9xgw(euxf+BoqE4E)IpzYT_oZ+yIFiHXe3lEbntY
zw1XKPck7Eb!CR`lf_~mcV}oW*EvDk+WM(G5%4<k!8X`4*L1#b{!99k0uYa6a7j~m)
zam-D}dMGYL9B(t5U&Rq7BNGh|Wl02dIK^n4TGH<Q`Hk%N7hJrzfdznzk7y8ko*KmQ
zZ%)Qt0WcqQ!_-B%C;^8VF8C}g53S@C-j)qjhJ`vcPzl&rZ_%0q>cGd-UP<*}(JE~w
zpW7!(-q2P@cs(#_d9eehd>%<$qj@RGQJ5C$*5;cK)>YCBSy45iV7RPQLqD&uk;ilq
zL0tC6e&yDL&1pO)>NL;v6H3$zi;xuKOq@d;TeZZn@JV!M+kns2+-KtJ-eTwEB{e#1
zM7`~0<mCihYtS>H301eIcq*cIz%7eB32QF@vg^a{3~5ctKAL%n{f!`?dk>>9yHa~{
zSLC`QXhS4^SNj_oCk~J<8wgw2x61vU=w+(baCdJ`TK$KFzztL8C##u<1pU;@s7Y<7
zkaeJoPsCaqrH6BoPy5gtGY2jEWtm|ga!Ui&Q%NMby-wvcHkz!^iB7zBFZ`LFGuBB!
ziyIKo+gK3&JBDxBhXUs2p<pij^K}%)HB57ozcZfgK4uPUTvTGk&t3VWagky?$JZmd
z%lv0^w~})(2ds_epLPVB`T+zl7K3pHtq8^h$%;hzxD~Z#L>G=Rzfkyg6u!jIC(`8?
zCGZDIIY$JO+k>OcVcb97=;>a@+YxX;<<Hwn@JqH<vhd^F7=`_}5*dPn<RMg8e#kRw
zkvey#lk6x&;v35=%YA|)R~ae|kMPZB;(0*_Lckmb#r7$Xa83kN@|zo(xO(&>S22v%
z|FNZeyC{aq5H#p{cWJbKt{F(#eh~OZSVxpc#}fYLKzhzuf2V$&l0UgRblW^Gx%}%p
zDIXuQTPK=-1WRPU<qr^v`f&doCFDkMWINuvtJc8h1fOIb##)|*sN4z-$u_2~%{O?Q
z&wc9Um#e;ivBh|l4o(ZSuPA<3G&Q|>Rk)Zd=(U~zLV00&`ne1%6W5YN;!xBd7?mJ9
zdbm(-dgvQTAP{=B`rl!in1LUXdcmOnd;qjX7Z>p3o#`Jq?muv}6?N3WYYDqSxDMS0
zyissYH?)OJA6YsDVdHrBQ;gAGTo?V4G0|~R`0N$!>t_Mlq8JAXIb%IS3q9et;9;8c
zm~dP;rM}zFlNw_vyZtfU)V;sjqCDtexZVmBB^h7LKiZ<#ugD~AloU12zuF=)PShdJ
zB_9IpbN;5T)VxpNy~-@82GjF2<lyhXN^SaWSa3l)7oU9P8J2C7$@z6Yqy&;0V%!yE
z#IY>=N&3+5YI`;msiV?3c?9%|-^f84;tu`(K;dzxfhn;3x+fS_GrJ~{{w5nmr4b~b
z#Gpo@XOx2oUy%%^Opn2TV=o%=1>wFEyqx#oHtg%U8c@Z^291+z@4trPoCxM1?RJ{v
z7lyC#{=_+Tv!ks3cBvISjoa2@93^_KnE}(W;_2PyJ9j$y+uix~3j3_wvJzC=aM)c@
zLd2u|M9U*#%jL2YrbHN5%6BKvuB21RRf6~8yK6acZ)kz`KiFcs-ms+nUu@C6FOpP_
zqx(sVW9;Mi^Qq0be@Z)4Zd_WgNzh)GzJ(j^1InYZFt*g<=_k}?>W|I;P0IT#zy0Ol
z=-JuW*#1k2W2gTgNZfx@dH)kzbZ|EQw?RPP(fBWfhexZdD54@OO(|&W>|k!}KrL%v
zWp3~M|4{ZI8R-5}j{nnIq?Oh;RIs(yxA|{s@xQ@DX14zUCeky|{kND1$wEg580r82
z<Nv%K^1sITubRKt|9Sjd`rGT@9{<($Up4=y{Le^#OaFJp@qfoF|95)u|8*MwVF%e+
z{%`IeD_}CInE)qxI(7!YiH%(wk5=4C-^$#O-^SF+7>^pzpWo5Y7_dOB%mB0S?|c3&
zP%|(AS_Jj&#Ei{N&72^a*;oO~>tt-Lg2xJIQ2VzUkBRv|)na(8fT@?(cl*by#A9Os
zIF^5xUBukVm;sN0{_jjE;QbG1@SmE$->koq=6^wh0OInWrT@1~kH^Nw^4C!`|NnL@
ze`~nADgSQLeY<ol37iZBwz;%(INFdDVStB6gb9!m<`>5b;{ygsOX~JPMQ|5@*U$vU
zx^5b6;L)*El!xHg9MbSs&hF-De4IPsKAZI$S>6-cJ^WbWI1)&IJj4B{NwKYJcwBp{
zY?#sLX?olut<-GrfjF4ME;PSX-mLHt^EqS|DmR=9zf@M?yi(S3rEPcC9<?~~3AZdY
z{T)SF`55XDsq49aJG1_DWJ^q;)9xhxWKfYay|*?9Sy45-i=p0bunAg`<qB7AJ)ufd
z|91D%J&v-8d49A2(J0vBRHJ4P#rpC&Se|6LtbQ>|uEhzEwhUravxL~+#P~H!FNtYC
zkl2ernBxK#X|KB_n0`7w5A0N*L6P_rig*rg5N1@KX|itLjxgTM;5=~cvqxrVHG_0g
z#7!jh;VoY>-toSnyozJjn;6{nKk|<N;42BS3Kop-JYftwXb`qV;;|zO^4F+yOc5JG
z%K{5x9epEV-Te0tjX%>h<|0wDRS>kY$|W?!+tEKDEP!Jouo6r~ic&-^P*5xIQ3@qC
z&=9dFG(e0hb(Lqi?w^gZCNy5mP@jLsiB4c2ltZhQ*j0(l-OXc=dlTQj8>9z&hAZJ`
z^|cb5=&M)!h!X{$LCG%Y{4+uZNV<6(6B>=QEYP@dPpIawx8|2DIm{V^`N$@yq0uVH
zRbGl==%*y)3jgXQlvTrZh$YwibW|`@4@yFx{z>#<dd%34{b5=-R9`Gx_VXR-HPt2W
z2<hY{Fq;r4J*E_s<8p4tmG225E10|F-t4s$5QLV?Z9S#@+BljnBTs($%3J3e?<3pR
zdREw|wsg<w5i_3qmUZkS*%OD*lY}~v&Qtj98SI|y`HczZo%@y9-41TMOnB*@#yjI9
zjM8(*H|PtFFw%$kmUgb@1dZTJ>)99Ti##gu6Z<vH?GN@`UFFHh{9UuzRz7JN_R@Cz
zQbzxFt$~QG7%-bp`lqCa4%#P1l;0um(71h^F3Jbxy<jwR7XfuL^9NX0q`i!m`y-X5
zN0<*D$6>mTQQ^W9yWlYh2MIT=T%u+GR*~W3n_~=Wp~Wi=x8zgrsq4_GD{=bFJmVq=
z_LG@i^dVy{MnJSD6Wd5Ub2{kx6Hcy2V|1wQ>(HA1uIz*-Hy~y3r@KU>EKD~nROOsg
zXm%_+R(!S~LkQ_HCj;2!-0=~+SIDao>_)-d9{c_3)gZTqQB|?rkJ2kWnHWi_9^&L4
z^7ri^Two3+ZjxKpKwgUXZ`}Rv6j}>D(~7SgQ@~#sA5hCcTB|*P521FsDhda|kZS4i
z>oR1CTx&rG-9G33Twusbc!s9#Nx7Qg9_6GbrJE|%r20fMv!gM=MGmpRRYIk{au+K4
z!)3RtzhzD((q*2-{l`T5WpcJJs*x>%)P`_Io+IS4Q^~z;zZTPbc(^F$Ndyzh2j&T$
z29@P&=SC0z`4)-mhQyiiXNyFHv2=xSx9~Hhh73q;y+6k6K>hH7`!K6K=*@CtWO9Bo
zKopWPR9}c%gx(TV6}Ne`b1ophT^wT46`@TgqsqtJp(mwAjG(ey%nVYi$ZCxi28_6@
zzm-Wk$*gU?-lcK5XKI!ka<pi!d4)VflbgFZ05b1d#PtQ~If#<K-)1J1b=8%bPNb6}
zdB#vjr}~H8|8dpfi)xp#48(OZc1zNIGyjA@HX)r(*<uNKPK!YK++h82sPVhu`j89e
z-gr`l^kt4!3rPgX<(yO8b(n#v|Fz2Qeo#yA$U$q5FxRRTub;Dqk@WtcN<d^anht5F
z%4KODlZZ-$$dYE`DjfN)G6RXYjTs`#Fw*U%{aDh^7>n&FiNP~DVA+FbA>a!AIyv$U
zWE#pkA;AIM;7Ay7iuddMVn|I@`~vT5*B?t>^9Je*W^WJ$!XvT^Y9Mai1%VT%ky&DO
zmGG0yDERG})|1S!88Jy)VU$O_6BsM?^{ld1k$ms$1*w+LTTtsVyBLpZN6jN0LttJt
z!{BG$nF`<4mYzonl6F8dgp!qClCdcs;NA;-E8E`O6EuQ6JTa~Fy-U3k>c$b%(tZoQ
z;$s+|lQ!g#aW~{>Idb+CEKXPZFt--vaJ-Ac8+(5^8@`Db3FeVcaJ()GFkzXKl}m|n
zV5hH@6e!YOLAwTd2zI5=T*64hP+#b5m<k<)M-z8xGw1Q7FSkK^`IM|KFCB2w(wv+E
zwju;v?4UwlUHAuOSV6Uhmmgw*vM(?SdULR}+|^Hab8>ijTVreUEI>=2c-q*QZaZT0
zG*mzpXdRh`qi=UtZe%xLI=U$5Z5yhmEw3&go)uJY=`^#~Fj_rs&aI!F4SB9y_;}c)
z3e4FFXH@+n)dR{-ov*n}g)(dnl*Xm(H(43v>fpGxvh_IZoF-2#TV+m;++Q@rQVrpI
ziG};s9PsF`^9>uw8|t3RjM<FT4Evbwm~mD)G|#yhzY>+EGBJ=U)9Z85|8V=p5xPTE
za-GknBla%v|0?V&z^dAsKtZHST1rAf=>sPyX{4l6y1QFII;Fc)=?3W(L^=c{rKJ=E
zr2B2}egD0`od0`oE1P}h%-VacsWp3;HEU-xn<OFNduIn;5#>289@Cp+t9;Z+ZkJC7
zF}9zh$;l(K`HV)E8k1V&8U;_RkAGQ=2tP|*cpiO-z~rA^K*It-<LFaHV`;}(bzQ-8
z=97Pmj2`d%?(^O=zY?QPl-O9_H_X{n5h^x1Qn4=yA>l)h0!AvnwAXfw?6_|FT!cU>
z=tc)~aj<WMJBne38zvfc2CmX(f{9aSQTow8Qzs$5g)2od{y6eaxj+Bx9#HbVwm@V>
zSU_vWc7~bbZjtA7=OhaWqO{>&+)r?`;cF>H5U=&6D7E@AN%uuTa3Hg?D-rZe%=JC7
zt?pP|PSMuL$Oy8`o1cWQl+DZv*UmC}U_+Un-Poy(tov7q{@IzOF_mjowKZmXpK96P
zUP<ZH8-kgi<0{g<jHSqvtfqyCtr!M{KeG>{LSo;fxp$t!dDf-?7Je^Mi5nB<XCmIS
zc3F&{#!-Z$a_eEEGwC5-%Q?j_C96PBW;Ylodh}Gat5Q%U_kFv!>*QLw)u`C~V_o^R
z2+zW{mtfHMgNVrJ>*GM_%EJ7GujRya>0OWPzK?@&N4s(^!h%xgq9|{~I3K=XxUx(#
z@_K@Y9fBXGU>fB?n^1%yM8)ey=M?dJBL^v9j~w?0qu<2yjAU!Zp0h{?OM$&Q5jDaZ
z%pE+JvLd4%#gDNhoJfsN0tH)*Gi=$BIa`H-N&5Ehk?K-+V;Z~rVX?=o`~^&Qe28r)
z>W=%Z(G_7^NmBPfA8YDrpADrIX+<<<O*6&TkArd&T@zytVGd&s(*tV~*Ml^{iPbT;
zD!b%?AJaD(jA<3@eKl<Lmai3x*vGQN#5-x}w7&W;os_YjsZl(Po9i->rs2H!fgMiv
z$i0c~HjNqPt@2>|Msf6Y%T)oB;OAynf3i0Hg$yd>Yoe^y_@$kB(%p)5we^EZx)as2
zM6xGrnsc+Cn@ldOxHkBk*H?NmF&3=sQuPQj?ay=V%oy&k#!8y>z3DmmaGF^#5xt<u
zda_zycsMihO4M-0G{{quC6uV>8AZ4wVWVMKkXEZ%#v`Gp_VIfBX{b6bQ*XcQoBw@=
z@M~g6t9Abd{C#P}^w%Y?@76cPI*r5b26Srjn5;5xPs(B0kG3q;v1M$H9AzwS;Q`0$
zGKbndwcb@bvsCZKEk7~C7L(h{9E9iAio>aJBRJ(E%fp)&zT`R~-+0y^w-caQFSW0g
zk9V$fZ5FpC>nYPG%PErw^aDkNwzGf29w&m1z3i4&DCe`i(hgcl+;7^v$@qFWUbFuY
zZ3))tbV6(?>vT+|T3(k9i$gipM>YMRj?_-Jzb^U)#p~QWA5jnc%(62XcX{UO<^H-I
z4q3a{&@v&FuNsDy>C_hnZ5vY^o37u#|2Uai10S)FigvhA7=)O(>nOCbc=GcK&XicG
zT=oKfs74AtaBTVnDZ5&)ar4pCd0TP5AF20A0?f|J-OykCtnd_5Yf<5{qjm2@BdDXk
z%r?WZ<B&_0UsAr|BXr4?T>!@9#YMddHhaMHOz=k?rpw-w`WY1c{y`~H6q3*uZTB9*
z$`FB97Dz-jFRDJU?G~nWC|%c}34f?v#Km~0>&Lln(_Jui-Cs4YOfJ~KKzh*lV-<Ce
zKPIC2*>PCN;acIM)|Y2pUnriom)ahen>?Px?yu^7#+LNzXoOw73-786uQ%`EyQsoP
z#dcT>1C<>n{NpU%wp0u|IYy~pMqIBsrkYH>U^Ry<A7Ui2`fJJ5Cb1L=Yx7bZxksyV
zR`-W;q-Jzun8eY*S^BC^MRL&n81AP%Fprb%)77RzTB$|@LopC!LDrq!#QR<dS-72t
zi0%Riqo~X02>evOn@GQb?3lkVyOB`s%}eM=emNposryTECVZH=&jEdW@4HvO)tkf_
z_tj&RpAwYs@wt=A16oC-sFemB91jNtmNtgnZpJp}YZ%8;(rzYftcW)n*)cBF&fFHL
z9zC<V?Rq;(A75gtf3gsdnIU|eCDyk~Dwwa~d15zr*7ukk_=^VYB<pyaw05HILz;j2
z?ZvqTiO)&f=18PnrY<ihg<RnBebm>OPiNM&LsLFF2>3g>@8Ow7hlB*?1QOA!EgJTJ
zi2FeE#P9Ms_4I`WmTpolJC-amxEo6H(!O70UVqM|#P17lLs_nkQqH@^<~G)c3cCls
z^XX+gmlj?3&q`Dl>PZkJ+-yX|UmIbqrLMC=GSwN3%npYnIni2Gd7<LnEBi(GBl(*L
zY=;WHuZz}B(y=nR+oRVKZ|6RObUY7YpJJz1JaVccAC%V79^Q|H$`wy(1kI-x@sNb7
z4^YTNQfd=RB-+1xZyL0@Y{1?B@YEnO+t+0>D>{U7n{;)SLhT#C(ds<&&^&)4BGIW#
z6g4oGBDf|mmT0ysCV+cc#g=siolb%_odP)D>yH(3q>K6MQkBE+o1}iyZ|D=M&YwIX
z_?s)*Z?>XV(E@05z~(F@DLZ)q*D8K(Zz-C+2D4<CHqKQS3_bvv^32=IJ%t6PG*@XI
z`b#^{w7M1`$3;+C0-q`3eGf~mZk@NAY}-7XCCvPw)dMxz*Ue8~ZXbYMckHdZZU!h+
z$3K6*8G4(FZc1m1QnHG8Tz9OuwcF2v^|AEcin%{-D$ZQk@j`BP%=K}H$>Rgq6vJS6
zO)4!RvWOz}f1j>~QI7EYbR*Hk{Yqo%Fjm+hNw+%t9n3#`NUrw$e_vwWY!bv_-nf0Z
zWg8kszHQNufmO&(wWIMdtmo};>g}AZA~A|?v|sKCS_D6G&LB&ly<I`=Ak`|bxLgic
zs(5WMnnj}bwe~cn`TOqBQ`NJR`4Z{?L7AsrOGOz{`XKRX<7fJNpV`Ysgg+_TqaCqX
zzpCk6U2sEu(t<>Vz_~z3n6jTmcVX5Pu<Ppjp~)AA$8P`mm_f-)wdQOs0*U77f=5eJ
zpLNz<rs)=s6G>yS_m-wyuF*#6O=r6%Ge}^2eGJJ)${eIP$x;07^Ud39Z`as0n-KTh
z-1kM-gj@B}HM3uLIC^LPqNya%N4^<z_J%EVy-A`;1&0yEYd8?<O<{kdNe-6^IwRDl
zY{6Rofba<Z)LA|F_y4{}Em+pm4p8j{dDcEzFNb>KOzoM$pf>o^@G3LO*#MCjGRNC3
zbe7k;Z&p=^f($Y+w5VU8y7(vgLw)Q0Py8Pt9S7*5T;D%J+)`F}G^QCvx}x<qXbL=*
zHj)Ry_OzIh>DDDX8LvtXZUgV+8?XZ);UC8R*ENbJh-KDT+Ow@@$viBs$Tg~wy{ogz
z2+uV`d>g4(&r@KevQhgU0WBm8M~VLarM7n7bxV2<-)Cn%Bfb{<4b*)7+@!kV`%*VW
z^VO`2+xq5$^G+QS;%%>d)KW9uqBh})tPd@vRWXaDWrySU_hEc{?LU}{-Cti{d`b(p
zchIrao&Uzr{pvKT<uo~pjk#1b?H*S)b{5zp60wYUzBWaQ3t?OoC)YI&0nc5_eZhq`
z9V6pjQ^uOt)&<|%mcRH9wD4m@#|RkKZ05|qjycPtZtoSZ=Pw_H=tZVAKO8Vu-Po{L
z>4)i-OCu2>CVPs^52F^8-71}<>3q*}tzz0bsMoFL&HPawRX8ZE<l#U+H9SOsnzWd(
zpYCFE&^JW75)>X_8AU3K5(O)WJJzYJir#<L`!ZzDA$ggd?u6`w<dq54I{UXTLCpqB
z;{&!fb@-9El2s8pqV*{pH*dt^kHt?O=v_9u#BA<bBYktoaUJW?w%ozCJ~6JWVe}mI
zd#XCcZ>+dk-ZH&-I5(D&v-%z6^E$J4VLauW^5h^ZoFPJGesrVZQ(M;5c5ix|?dUs)
ztN=4<Ez7T2Nem|U17`Fg>c;IA(oTj3(S;TprIAk?TJlTQ^C>?MNSe?-C|9XfG2+O=
z3eI(3!{(yE?G5;BzfnH);mHN_W78cY-FWkTu;NCkGqdOcyLZsonFVcor@SbN?i;)P
z+ASw%(i;><WSuZahq|vHB;*#ympc%0n#YI^3v|z$W{YLiD)eft`_rnkTMW)?zMT0G
zO`$!4P=cx6KMXwf{dsTq9wovv^b3J4*|C<K3A9*5GW0jTpRnfyk3PS8NmJyr_>*kv
z=c6fI{xa6vWW&(5EQ9OT9h}#TH3qxu-E$3CR+SV}x?E*#t{R>TRVOI6w}KJDEKUC-
zD*acO@OSJG!trlV8i*AByK~9^4oU-?x`6(B2OxDBSy^SNKXw56J2v`v?DF6ED+VWs
z^Y6&yzai-VS5TS<h>HHRiw_9I^It(}2nUE70tA4;VDLY`{|+y6!nmn_|8V@@Gsj=w
zL;l*AhKrkr`uET8?|-)j0?kku#veiCzk2wefa<^F|92374@%C!28g-;zefJQ;>bKe
zbeEM2*scf!=KLK@=H$8?M+W^HNCt60ApaFf2LJx_ZzLHC0YbxnN0Pyu{}oB*1OoZL
z!IIQm0F#7W&Hj!g{~qnXab+MX4Se~Zz%m!Wm*2ZV{TW#P&;C$<1eX8r{!Pj*hR%O&
z?em*JAkqJSY`M(?)j3|h9@uhx3fQa5mxe|xkHA9&4V@+dAvXXq08#mc)1G*}v1;l3
zykp`zZNFpX%qL%LXu)aR1AJ*on$#F$1{cTpAqtbIjl~8Z#zVHI(~;)A@`gnn&B68Q
zbNN}b?6!`*`QB+WAweoVy(Q56w9U+e_omOsrXYN3LBJaLz39w31{WXeN#T`wpq|TX
zexu7*SwHsha22q=H#jT!JiMy(oL#ThK3ICwSS>Is+I#Vy-^J3}XWl*=vAsRu<HW}O
z5c)zf`j63`4kzKaO%se+SI{@n(W9K%>jKPPi$^cFYp2XIM^Un61=3&pd(~f9AEKYk
zt|)ID5{^uo`HnhM)yc<>qGz`VES>*qAH5hkEI)X*ap|`=eT{NLKEIdeHunIkHQzG0
zo2m-=dXB!};Pz2!RCrEMzx+0o^2e1#hViw<%TAA5nmNnSDqX$NiR_cY%CQPx`K`o(
zXxa0xayo$yby>!t6~^mk0ff%PiJ+h=bY0lPrpA`y<SmM3U$(bSOSs#btlk9m!R3Y&
zxy4bw*f*jYf%OZIi;rwBkcPb~1+Nb(5y`JZibi+2*I$)*xSyLjcL(5cM*m2rNA$aS
zEDbx4j;W^K$@Cq5&7O4>QFdZ;6EU#(UH<m@Yoz+KT6bPX>OP-Px2pQy!@Bu~Q*WQ|
zM_vR~^FAHwkE$fj{3**W=(id5pgU02tI6zo_ja6_A5_B|$blzqQ|q2rue~k?tq@V|
zKO|<&Cbl1Ek2T9*c+zg4`%2!bTO#Gz?~~49jHa;ZjqbBwOgtPN_swX{@Io*guF?Fs
zgIuio5;^1Thd5fq_@`2yF&wdO$c3}zYCi`VFvz|?*i|D|lgcT(Fxt%2bjfcbL(3E~
z8#{OY(2exWPV%0C%uxL_+CnZ?=%*E?&fV0VlYC}#X`!<HjycxKqoJ~-rV!<&mId7B
z5ywY|)>xs3RCwfjg0zf?K8z=<g~>PNJ;^7lSn>8eo32Oh&l^MB+T}?EDXP0`vwtD>
zH+DR294)>PmHuWs%51AQ+E94mS>Qp8DtR3;7D6cTGvqP5SMtWxXSc=O+lJwe2;7wW
z){k07OecO=a|rQHC+ILT1IZdp{yM2?*9>uT5-sAFzqn+U2@%so%&N#;b85F)fgO)r
zg<V7O=2=|BU5SNo>T`o=xivNC5@lMc$}rrA+CBSOnRd&I%u&Y&D=yLPb_f?We(l+5
z3$j`wC6}=TV#T(2lj?0S(jxWT0Hq4Va|2MisBcYg<=S}#VK8<<!43|)v78a%fM-du
z9WSuBAzhnDEBY^frS8@CFfJB;-HaGD6A-+7;|060J#{&AJzLy{73#SQYTbgaf1vUU
zE|2*deWe}gx-MO^>{#$#cKf=wB!(ZWrovze#9ooU{p>tOvb!8Tl|O2@5Zu4bpz0f4
zA@YLV_T(T2=#svFrEry#B+Q7~1`EZ}<>q#*a;|!{KOZ1S$>}1w^I$WEJ>&{}RGd2)
z{2WUatNf9N%~p0uBpET+3s9NsOus?4K;2O>l6<Du_h0+VD}s@dWCtgq>=N$Jqe#y$
z`Vt?XM!cX(h5YL3!<Fy`#i7_E65P{8(;%*bbQ0S?TTWICcs@*?$j#)VGF{XWoyG03
zuvPVW?(@j!5Qz@1i_OApZ{8z|^9k`$EKk!fT#BQ{{K`i|)n+#WrhO?*M$l*}GG*w-
zMT*4eBaf5swbo^qJO@r8S*3)yB<%Q%p&iMgbma7k_%R96BU0_;r*n;}YdBGt_FwgS
z&7$3+1YtLa2OTfaQaEh7HqcQSw-~t@z%R}k!basXcpZLzYz&(vz?Jv%TwMsGlD}H}
zNX6*EcrHuEvwber!tmvVW%{?&tI2QM@#KZApdL<_ualoPCHMtT&+A6{vIPZ(%{0&7
zmrgvAyR_g<z1cZ>IdS?zT{pi{EpzXt;=DZ1!`xpjhzqex=uv4Fy9vS33hE4T7p&mR
zCkDEFx{uAu>1p3B$v$44)hVledIx?))V({^%jh9Jz+{6%O<5N^Pw!Q<l+k2)je-`E
zu-f<OBa^H!Sxi6hhsumVJ!jL2`PFU(v&u?7mzs5fuZR-$3#-<jn^|1!anc5(obf8p
z_LMz**HX>b5{MLwu`>-Dms`ib{t&Qc7x?KqAmd^ZJTSzM^pW5uo?wAwg_eiGCNea+
zpfFT8snVI5lI#jffUmq3@D^<;LxqGSIfH^gFa7J7lKKSQhE|-Fk&$wo(W<3V+DFzp
zh%Ejh4aUgCoN9IqPu7G~CvPi??Njpnk(syMGc|Zd;i@n15iLI{d0P5d-P|V)%@&$A
z_<4Ox2v?D*#{*L_)SVd1nast$Rm8blC0O}>K2J}~iy8erOE#kbs8i{q%Tgi(h1JD8
zBf9;cADq~yV<{AqcSFmYYT62Nu}9+f)UyomK|TQmjy=0TzHy(#uA&|PttkgN>x!LF
za=*=%0xY--rR#!y?xWac{2<v!1x@cy*S`A}-X7uwAWG*PzoV|}^~>_l`@Aet+6^Jc
zTJKXLQJ{}z?tSM97`gZBvDeITk6vhNM*69t{?$GGYl8*WoHgGQt3vO+HlLM&%qY+O
zhaLgapYW2!HKyyz9I@$En~l4ggWX|HZ)8)0b6#kxSBK&RQhooad-3zbF_kaQV`m=n
zGa@avjqv%BU%bnl&X#G)p55fr-6AQDq34wvO*Hn3UkPWBl=vp`o(#M3RT3;(shsJ+
zl72WmjC}ejMQ%o6@3~y{OEbdYgKuFK6X$Pe*;u&gX&8(oR-waSH2+D%B0qdjw_T%g
z5mf&BKOat}@1&kHl;Us-W#xmU!seaRnbu!v&v=z@h*O6zvzDx4l)O1)Lwt=lH~9eV
zyS2C)O7VcmtrPQ=Cd*d?nN*Z-)R2OAl}T(+3ouzR_(d&=1_FyGnlpIprq|+DE4r`P
zs)0|y_lG@GIZqi=HMpx8mvu_Ujp?u{A|YakZcM~fu7q`xRLMQZPGah(iGWOU4PIAN
zSqbpo9iB1kAb8FNKJ_HpbBom_>r2#goU>cU%UXYO#g<0NB#9VAGaMs!Ql<V9HKUM5
zd%O7JP3fzTA1uc<BTSxu*nFWRN^5YlXp-So{+!hKV_Uyt=)G`G%v?MSr#EFm-&iek
zDXXH2xm`l}U4qclC;7yzFja%b5X5KRg^m?IQyOuY)wM5vXokRz6fTP1pTkjrt|i#l
z;-`#K?5q`3-oP!Ug#meWR?(94X-Z^^dXzllFm2ei`oR*b%Gt_f;I&HH#PLC3<bJUI
zT)?jcLhYETD7#rl%$&f<0u=^^0cAsfPujiE(N1(TBMBWVS-W+lUvCQqH(NDT?2FM_
zWR%XnXf%?^grVD{)!1x)Jq{c;Y~M8JQ1`CR-zn3Nv<%v6?kWC6gB-Bp9Fkke6c9Nl
zgd|5okyj3I+#JQzR!R}6Nt|n2fw;TLkZF|$n=>Iz12e3_*B^?&-FS?gid?;k?wRR2
z!KE?)QBzHxzPB=g*%&xHzLoMmW=ms2MT45#fGc602eZVd&Ua0z{H>kScYEHAU%*=f
z%eKeY44TEd46im_M(e0TgvY&BosT^0gdeeLA>}N~X<34)k=l4f&3895hkB|IF?w7L
z*xh)=_<kAVfYYB<LYKsgI?T3R?2-xi1Nf6??d_ffryWJqb%|Js@o>K`ZN>WDsi^T%
zLuN}so?6|tpm8S-Tb49$zr~oTKM-xq*do%xxb@V+b<D{0Fp%d+D6)({uF7vQxe*Pj
zl#hm=ryeT${+T?RwWbBYoHzx+Q7a00uGVL4Im-O6zT%PT*DXGI%s-Y|`FfDSWHdy*
zTOCEt%Yc*|)f%nJB6@Q|(H{5b^b)V|IWCnldVA<F<DLnoZfYZ=`C#sseT<zZj7gFk
zuM7bvV7tc#+l(euDv>?Y6mbqT9nPx_S&Q!rfp~k`&d!;(;T+G7KH4BZEGx~WnAVaX
z`D~+|S<O^RAP~Ywv_RRb^@CkM;@Y(5B~*2YM5W~o*|HHg5weqkjiI@@V;TQ=BO-1q
z`s!g&E^p+kSy$2AVugT_B!f6~#_&_N-lD=d8=@E1&!^e@-W&a5sZW}Xj>7~Wu@ZPp
zTsoI5^Lf&=X?g?=<&*u~{nbrB4Czg`^2Ez}-F!vssX4T%t}>SnEZh3p;CPa*^^iR_
zK!A}n+N&g+N!BdRpA6h&v2|=wzjdXNf`|$IaDPVak&}x~akH3e0iDFD(*ob%sy@}r
z8k@^i^?OU_a#%qM=5?{oR)jJxi0T@<RZSmo>dP*MY{lDhNsG_~F42mpzQ(z>?e~(j
zPx9p?f8FB!HPWC;&KMpfv}Y4|Z5=f@l$j^Mio;8SmcCWKk}$87$c#+I|MP+Ph9l}P
za2HJpQwcG}3QzO}r+vd5fj@mmk7D5iiO;<wsTrD~NSQQB)nRDDX6&9WNJ_*S_x+yj
zv#BKNR^Fz4&9Tt#;T!oiALQ<9b@0)+X)@+MS?xF-<NT~Cn?->a#5y2Vuk2%^C#GDo
z8|Aj8U6Zy;Hh&(aHY#OevJd5TRJr<D=7=j3hgv_U@}&D2?A2>r58Y*ISSbQVPLG9P
ze6*-JQQqK7SDg<yO7D|cO#}lyvNmflbJ2d~zO5;$40}#v2_i9@bv7Aj#kyp19JZ=N
zNZXlB#Vu^(TM!!cT-+pMCnRx6SZ+im^496fFv$TuQN`$Ds0~WrQjycLa};_y$!kp#
zn9pOc9WSF;9e&mKMmKY$dUK}rV`DoZ+4_UsxOrqUBd0_jwDIJ8yIN#zMGrrUXEgMp
z1W#fz$wJIkW9O0_6JO+tJL7$7n@H9wX$j1?Q#*rbHa-v6iGIlra_+tlji8t#khyet
znr$g3#G{f(sKeSRwMCQ{esS;hx$7_ACRp`#hL=u>M<l7|o^vRzW0PnT6Zz!5N4ei|
zCHW|&3CtmGXYPs)k4*zO?SjqO(=`oNzmF30q%o&|EyS>+UDCX_NVu0Ryk2c+t4TMw
zt|SsiOEA%m@0z-qi`upmQWPb(HYq3Thd(ZyD{Nc(w2x(&&iSi*lzhbIYTg$QL?u$p
zv9N_qXA4}NIIRpLaX08UTd)SpoKD7#q}RH@&QH>a3oD=iDI<<<!dJgR#-GY;Ho{4d
z;?Sw|@+=-u1*E;X)HBq7iFf+zr>euHtKCAFA6x!Cw$8}<Q9e6oUB1s=_>x*CmhS>X
zV6FmGjWqn$dUFDy$oZ5=eP4p@<iGxCo?m!{At$86X-#)k&uY;B0a#7JyYlR;b$23M
zoh&`7DaybIOY&h=qGn9Iv!{osj;hIPdGjC751!A^V)MK=96Wi&LC%o9bi>$)yO~zm
zCV!@H6X=kMCv_9Vl8#&(#nfAd#o#&1JljbcZK|@<OCM!;I7@DQ6E}j?K-aJ`w8Fe(
z<!1VnI&nX2{TJ_n1-DD<Dcfg4r+KKk3+WbZ0qqk+31<4?$!P6-bcyX3{Qg{wHTh1o
z%0F6q_P4;tuYbsi8l~4FO1j8u1_tW2KUKqf^MI+9l2sYUrN_3p<YF^qA9b8mk7THz
z)<RNtv(>|UUSd_kzIJV#va7+{`|?^Q<sL?2$_FD8ylRJ)Sc6~56KFnQ1!Kf`RlOJu
zJR8h_ryMTyFM@Z!;E_yx_UbQoNJ07n&6nY`iD$ucjahG?y$KRHycr(-Xzwx_M*1c9
z<fD?kuu0H7y4uw@)A^d6S=XU@pNqASY{^b^oJ`D9=Z*^@50wEwu~&pK92TOZr|NsU
zf=V>FN&9^DyPh^HKa=<ji$>fM)DxO`wQTfZBwEtL-zq=vqF13Z)=0lqq<#)16b8*u
zPG_2>w>vI~`Uuim%^{KNf1V?mB@{vR^v6Q}YI;nA)P-Ww)~8xN8sj^VkQ?1o3+?gT
z5LkV|JO9~rXKohPR@X{Guy6D}eG02(t-rMiDxMChp|I!~U18oM8d<CBy3rVg{3&{d
z0vRJCrg5?#C8e<nyYq2zNi>bG1x5;4I>1X(?RiTnPEAj1oCj(Av@%B7>X&0br>{T6
za;t{nd6Lo|2ses)Ka>-dnFx|cTZ&OiPKjZO3@?`w%~R81->42(Pxx?=!je}+P?x;*
z4!;jvXd%+)=o%MpxH>r&u+_kAO_PwUk@H5yk|M15*HJ=fcmKlb=<>kAnzKNKOJd$o
zW&OvTL?Ms9ikE}^?dE~*Es@Ay8Nee9Lji1x%n9V>zsj&=N<2sm*4pY$R|s`pmjyWm
zPTAOt<F}i%X-%Q^=G50;66C#iVxaUs`lS)67DmH$+?OjDx8F;VDJ=nO@pMGD8|q!`
z_W9A)lUf|>iyV>kqATlA%`s`n8XNErpIZ4H+P~ZWJ}su2LDAnsC8_!(_J;I<qKIMz
z0U|z?dO;DvX=hmX=1;uEobG4=0qqKfmGNO{m9Sz~ZDXePyIcxAg;e#hn`yT41ymq|
zepv+?-732_tj4C1uJ0}Dr{%yvZs5xMur_j*p=(qhsN#7v)+GLgajE^FFutvKA8VEa
z$M@4iKX3ej4X0L1&m^)<Lbd#&phrb6OE&~7RH#|6WxWt^zT@P}qG=9@b)s~(I?Z?Z
zH!Pd(t`FKR@SZ%38T$|y_|kKVYL1wg3ZsRlp0uJ16`RU=iO2O=>=1p+KiHgx<3qZ|
zpldnKLKQRbLwxE5MAfl5IV7?@b-gyn8;Xqk-;O2MSH3`A)L1GjS(fpVk~Zg|n;jON
z_RcqGrfD*fAr`-)6(hL07g?t<n<3V>JW$?;(uvJR5M1=0CDW4cRb-|Y!dHun<{ui<
zZ6{XPAv#;nnl}7jq}NFPxHtZ-%)&BGl|fR8MlLJCU0+Y7%35$m)!QTSL)ph?6YG5#
zXxZ9D1Hjh2`lsF+NT8o>I`dJ%+;6E-L{<r0yIn(hD=yNWD4<K4vGY9W;odoS6$6>f
z5_xo~{}`yv+()a({6HnKF5#vtFj;OL=)tYDW*eYu{)Wvvk^AZ_Xl(y+vQbY0PK;eY
z#Gmw8pLN7cJ(TWKjN$n9gD;30jx65<SPa`T1fElcN5?UPkL`)m$SZGRi!hsFjxmBB
zuthYbd~$NaaQf9}cJx->-j+{|Sp|c`w+W$8O=&7#Pgo$wYzcuaFj6sSS6BE9yY}S1
zgux3AqPKeAUfS?9eRGmN(6&{Scv$~1RC<!;K98~=y<RlscBIsWIetG~hF2=vy;1Q-
zna{xwwvTwe%Lf>xM0-Fa(W!n6n2SVLI4xad?Vprszn!_C#1fxXRlb97=3SO2Uu;XR
zSyQgLqim+8wR)tup+TSs3nlwtS`(DKQxiRyF7Zouxh$m211n~^%*LlMZ^32eOCUkU
zY@e<D6kTb>gXoa*#v6|6Sstc>$|cb#pZNEZR;%wwrGp--oRfu&=dwH)r?Lf;59{`n
zx0gH6i!zCkL#4x}GD_{&oruoqr)VRpf-Y)=#yf*q^#f(X<NM$12M&E5y60kGnuR0T
zEFGJrl53s>4w!dc#d!7N{P`y*dcMJR)-gmENOA|YG<o4DnA|08lG~<$OeKdI0*-me
z8_YFjoG82!b~-QLsDM*tqJrR%oT#p5l29lqLc_m0><~D5#-Gw&aNqD`z91S}kj_>6
z{_F$4^=RGt3`n3Ufr#d~l&wmI8%?wJQ_<(rQ`@*frT7C}YAFQlSfO{MjuuKL&*Q)0
zUnRcr&Xb{1Ja{^X%NEOEVWVvsti*&OE?l6cllv6BN+{Z$JZiS)P^r=KBp5Fw)hWBU
zDpPz6Ogw|lUcJpNVPVmZ6s8&8%y{E$UD}M-*YkL{w?t*#0w4JaXAMYH-|)*fvT}wa
zqs*xpR0o+jUL4)nIao5jE-6uV8XBGWMp0R%BSeNN_v57Rs|IKt1CMZ8Qi{S;o1)5+
zu2vz@85Lg2OcR21KMqSw%&yyl3F>A%(57><;!th!gVzx~dmB}X&MZlcy7_OnoHX3s
zftA9W;Z;4a#(w5(9uR^d+~MCJ;HXI9t?w;R!c?C-=hL=hZ^d=k(+8bHv3hKS9#e|u
zEE;lL$t74>|0G!NqP7o~9Zg&(c^U3EsoobKXFTu(J?@~Do3B4~lb7fVLm-Qr$Gp7T
zr^(%fWs9MaAzH8dRb*;;i}HFQDd@1A?ZQF*A9G9;vim<TE^D~Xre&NJ(W*#h^WF+&
zUv963QB+2%St&;PMqF`=4I7Mn>r#o}MnBjNmwKz`5RSCnMqr7xdGPLwN%M<*dkh?^
zr=H}G*B0Z2=TCkv5Kj_$Y<Km?Z}xb(dx>bci>$@g7ZlV#mOWT8q>Jn*ro?b!lEy9i
z(u$ULt=FkpAU;>bbxd>3f=7uiIJwkvw!1*S1)a<uODwxhwx;|!%<^R0xK?Oc6j?Pt
zNJpr*dm+EG>iKeu&({*w^m}??=}{#wnMzC*G!@nwBVw;_eXZjeXHMeTXo$T;x+)Q7
zb>*g$H2q`VV1K#>is<Xi6E83~p%=~z=5@=G&Uz@|dv6~sz&^s30|-d$;)n3rIJO=b
zZs<_k2+8RsDyz&KB^TJLOUSB=x{znhRLopt3gHO7vjl>8rfEDn^x?B^)DEtO6PrZC
zHk3q(UrfHBWk^rnD+@|)s96~#$!F+gihH1Gs%C(Ds@bvgx?xR3VldWPX-_&lo?2Tv
z9>ZRWy{c}NANBcy-PSY%B3u6rV)6s!Ta095wB(pd)bDHi!YNu)_d~liM_xw+luKq1
zH$(Z&^_281cg4;w71ys9=QGut(=U{)8e_O_)A?lq`^P+P-Twf6(8z2@i=3D+={+hz
z@KcFw8TXe#75MVK(+kd><$T9zZMdRr8nuVD=<Ev*DBAJVgjHI$QNm8sosEAahc+*^
zD4(S4uM}a)rCd5a^cp746oK8mE4;k-DcPuh_;ZmfWA2<z%*$BCimuk&pm&oWcSEZM
zc6nwCLvKCPy~@W5a^&%n8IX<A&s$Dydx9v7BKf{*tXGf(OqeJ0B%1V5zR7JbxzQ#+
zAMQ%kzw)WAdVuJSPm93N>m%kn)Q)C<e=G0yB7KRO>bASNcTadgFyM)p?~_$V>H(k8
z>A6w0d1er~DicR{u@Su&GyhF!X@xWI1LA~Ij5@T+_a3Z|*lP#B4LwmMVm>r3iXSx&
zaIICOo2RWgsiWhke0Yw0h_@%aSSJ`oSkfr1mHQ>=yT%$+AD=scC>NJO*t)QDOZ7JO
zbF$`O`1gJgZ`7LBlT+5Z3A5@N#k}fb^jppy(or2AdzW^1q_QaV1@iawjsmSHl@u?J
zS;wc`n&tH#x4IZfnWKK{-l$bQ4b6*@nJ<Yc=Ag11$%tzd<EOKX8?O17qq;K-^V^Bh
zYZueYyWW~1k4w+TRF^tiW~F(fPknjPSP7I8Z$ed8$;AP!t>CAZiW$Vq#0lH>iPbl-
zPklM*m5@y?9dwrDHI}A)7oXrLE-U`F_F%HTzRr*#_?)>WSx8%4q%?NlipzCJXtlo0
zn}9OVsZEhy!P--++h{9LGn0>)Kv~1lD^RH-QR~G!x_D+c8YhXF_;7bZ6%-mJcKzf%
z(LueK@yOints^cp8pm;vOi>+8A8%5P2b)2S1=WDGW9fJSz1uZQPzu>VPSX+16sy47
z)5flgubhF45^r@3B#YEhM)YgZeP(B<L-LL19EnH0PAsD+BuvxPLo|0RnuD3k`iq4^
zzr1@wf??-Li^rMty>ZQK@XY{6{dy`ggOMW5rcBDPiM48Qr#Jo#*@c<0RKS*L27N=b
zYg|h2fR4knn4b*0xkv`+mt${IBOQeBiMGf0y9d<zr5eZQoX1twBhaWuLR@pm9-F7z
zPb$>#$*0EqTAS#6lBrJ5N5$F2@xPAophykMp(T!6{WV^aS5ty>ifxQ{Jokq18@5A>
z%KWjzh6Xr@303A$tlq_GOgGf;o2EPJBg$NXLObW94ChS5)tK<Ac94ZOnA}?OJzXC4
z?N#|T3~%gFG0)susIvrrVEVrIbkm-cPURsMXOnVT{AcX2FQ{+amMPkTeb|vnjb3PA
ztY)(yuU~~Ijh!$`3)7pGP~~FKCit^KIv@25mLe{=*Pu+^T$0787wrFFo2HW#GLRxE
zK@*{oZjw!ImwGVpiy}|92qP~!ftd1nF)1bklZvz=qU>{ImE_Ene45u7TRtV3SY9=*
z{`sj(({g<Tb@8=N^llIHf(3~olYB?t+w)LP4x{s)>q;3QHHob?;y)3(ekYY(ScLvO
zKWlvqS)LHAHbJVr`X%Cf0OTW+hsJ`#%}_%iyW`}7H3BN(BkK?8_joetj}IW#_+=X<
z%F5#t#-MG~lOZgf@I;X=s%Un3nfMZ=o(G#l!p1QS@jvG>)l{DbJDL%LW4|B$I(q+b
z-LH;HLbu~wc%C&dqA`2H6lUq{TSX4R-{ao<M#V4h@Dp{|WHYcUvIX~9>V9KMWY{N_
zu8UWC%SxN+bw2`?%KB+AstXeHHmqys4yD7)^30eHkMrI&%4F846d9_btFp+lb-8P`
zW10|7+PfMOmA>1jo#I<O_O$1E1tNzzF|Gxc6yKMYk=Kk3cWtPj85My|GUO7-n{KZ8
zVh6E4Q>5x9+Is49#`ZbE-s(gwrTf4-FxgNt_whClQl3=fgSmFHjSop<RcOM*m%%s}
z(akdz0y;aVV%3e9G=q;l4y5vCB(~*pxv3SJBOoErN`IsnrO2<B=vE9*x~3P=TWD|a
z<$NqX)%CygAzRRLjl9<gPkXbakxE1P#VtUkHiX5Haj#o7txrcG$&P7W?(CNh5g%Kg
ziRO<eK@TNg#T<nAdpvs|^<o;HPX}%0!MwDWo@ZNz5LX2@+$%0-vMZJ@k4~yG&^K<W
zItj}mt-~_T>98dI(IA^f#8hcP*nQn>R9BauUyjY_`@Z3cVzj5yW49bA`vukK4N%Jm
zL4x#il#bh5I_}_`p=-SdPB&8C48Bh29S!2D;mGs&>9tdH<}Rut*u{#f5<jJ9t7Wj}
z)7<nzFDv&KZ$AaPBZ;IvS#I-;)gd<<%HqB`cJkW`6?`4qK!PH3QDHAu2sLEmT{^Rn
zF*7kD%G+P6u)jL#Y82nRXLp-h*_I+W8uccRsEHo`iL+YWB*7~@PY?drrmdx+;dU>a
z{2~+7G!^?_BuFEty<AezQPs=V%zU!KSY<NQ`CQ6m-Nn$nvdQ&29QFOu!eY1(nU%|D
zeD5DJ<nIlH@{}_nnLuSONz3Jw*>cfghp5vJv^h@vxZLf!Q)N~IYEr67k<O?7jnn$f
z)&j&!NU-IB{OoOoxQ%ZGwTM~`KR;dNm3D?+og_PdpOxQw!`q5Pj36l5@ZM37*nGCu
zy6ZkP<fCvIq&aQhOt5)hac_IB`O^T3pFbM?H0cX)WLv1IQEeM8@x9l=52=(jxIL5P
zga~!DR1)=YZ|_CcuFy+Xze~xtkT{t&is6(sxSkb*dVBY-?iF2-mFJF5^pLmfchf6A
zFnG}?)Q)ErF)q&dViD{DiaFjWrBwNa%Da1cG4;OA{e}Mw7H^1+KHtoXZ{Ox;)mm2}
z@wVb}0+c*}W0{5d5`k^m<?30IfDFm_bZm0;?j<GQ^tph1PWKK5#ja)$3zH*F2F0&*
zTo>k@rsL^WpFP{T;4C>_&2~$jihn;e|CnEUL)K8!OVms;ZAjzSq=u>*3uHs4+;Ik-
z#v&vSwyUrknHKs<0}UCH@uO{ktFGL|MmFlPIhz}UrNGNs;>n4lmnaDiFVvJP{BrmW
z?qjZ057kk{F=MwG$8P3Qr1W}5htE({gb_NLwLaEOxR2opwG3%G>7xCGPAMUpli;8o
zMS~h-@2C(<OsDpw%J}`mqQC-@oL$*B7|RtZPvYqAol6`O5!7T&Nc68J=Q!RsMSe}i
z?XkaB*`C~4SjvaA`!TM!>5x3!QbzuZb7o*jQGHcvz4}M~yyXl>>P@?R)~rYGgRx_t
z;7#TmE!6RkM)pVZw~{tRM5a~yB+;Rdm-h#ui38UL?jgi`)MPbvrcL(fB4OQy3@k{r
z-IdQ84y2{fER!xDlDtnh_(HhX@N@?U{Y`Mw6S8*kT|I<pudl6I{&n9PtsxFwCYD_!
z?=VHa_z4jkwvOZ;`tl)>Og7p1Lbbvp6?%=Mt2|*MsTlbj9!WIJ@%L-Fr?AXG!z6W0
zWC94Q{`|dyWV&vB6M?~VEN}JcMVG+I_hK>CJOZ&N{O0M{OJfl**i!CQDiS=yB2NvQ
z2r8swzb#+solywJHpx%KFSDDk!U`cl!^$WxuUSFF2_?8h<NHW^s9Jc>3Nx5RhuAVk
zwCy<sJ1e4_I0xo6T1)?f=BIeg{neNaGQl1Z8Rcy?I4#AUwuaS|)9B*C6huYG7cX}5
zBk5C@DX_agOaItIs>U2_Ii9!2F=zzK)GI_&ZAGqQg^|XZcebzVT=d%GXzLot(crjc
zrXB9H)V`>Y)G@w~EESWA|54Mxv9}7+K%6(f)`EulZrI)aapOq$v8`Aoe>ma^s$Bu;
zh6m?MLZ}38qi)4ViqgTU6t4UHX`LpI62v=h=9Ly^()H)C42tQeetlIEdHqbrX@%MD
zCF|H8zX|e_BhTsFahB-rWX`~+XqSGbi!98QG1R0_glA+W++UbeN$iFQWteAUSchEt
z^rZS3nXTUZ=yTqCLa=OsW7Oi4sX^dO%5;L)dQWM;Ww+w2?oyU?-4=bur|s+7+N>tR
z`$a7sB<HwIoe|e}%{Vp@e9|H8oj))!U*e??valpPJDtF4om3Oj%V8q(S2Vxkoa&?{
zvEe>t&9qNy7f%$V(Bi;hmi4!&;33*_xzKA{etL9IN5$hFN=v({chE#AUTcN+esjA`
zlcaKE>(195uOg7T$=g<m)7MAcZl};IpeEtI9RFK6YCRY-s+{iGhOrdyyKhhTLp?hD
zo>>zm-PfjCXgWdbOYY1%s9$+AK|uU$rNN>TnTetivtD}zdjIvOi4#iuUiS1UNrY51
z-9!8lRnD{#6m86eEhoYph^4cpe{$&*>bPpgY*tVm&A4{rG##;Z-<*$)7jDM<ZuK|i
z0{svT6cTR^I@@%=WdY6VSi(k*SH)G)O;9aRuGLnSn+8X6dYGcDeAn8rK}WL=bG<5J
z0|BQdq}&*#JjW0GhHrd!<`+&3zu=-Lk!y96T&E{?-Y90f@Wc-C9%be9;e+OFX)MxM
zmSuWY-BqIlZ?E$A(5Jdd85t_EiyG?d6{2{b&0J1JPOj)qILVvJj(e!KSd3TL6<gIC
zjge(Ysf?T4QlhRS<Sx&&XQwzoJ|WV)aunTf?2AR9$=I`vie2i3YW@4G#(9&OYSS93
z0k1{;d332>`?BgIG1e4!UK#Ap3!w^$>Kc7sS#y8<dRg9mJLsaj{L9u_kxHn#L90%9
z){$X0W0+4ySeEgp2qKw=(DPg5rwj5j|0})oKbf2$4i0Xv{}dhI1VMmQzuyUtPk_`*
zYI$X94ImMb4aCL9MXl&!;OOi@tswSX6j*a^;_m$P-&WB7v=Zax<N$GVaB^~kxIjD*
zm?j4YBk=zp)c-DOpx|g{>|$i%2&`QH{ZybDfvBU2fwP63t(bwc2>|_lR{$z&XZ#1?
z-v#dOjwYtSYJW};41?pJgBl8fa6za|ssDn3xIvsiHsxR6QrrFw13rL%r?>t-{((VZ
zzY81u2?IWH0y(L_kALtuIJkgS{&!*E-{l(q#N*-udhsU=$_)lGF#m+XAUsfDpntaI
zfbhWenTrbq@a#`KFboQ0V*Ux^;)22T1q=hyK=0szxq<2ff5N!ALGWV(^8ob@{>0;e
za`4<88wUjV2agAX!-Il&;Q9>Z;<(#CC^zTttlZznzqE%z;P5!0T=4vbfw|#m0E2MD
z^#v$>0M}<2432Lc+)#Mg;D!P97w+_r2g(h1KW=W=|G<O7;qk!p5(EMRdAfI>!Sg#G
z_xJG+T>!k_r5^6UAaL>m;^F|(i|^t=e`j_7*_M-s8xF<=<bmJC1B2mY4GQA~vaavk
zkBgJ*f3$^@7Z8xf4A(y>7n}@%!2hGqP%fah#+~Ov!H_$81f*4S!qFbY%?T$PASeWm
zmjE6-t+=_Mcb~xtjQ0-T08YZV@9GgJU@YPK%niBQmV*<-1E(`UTb?^K1;GHjc2|!$
z!9XJU9lCIGa)RMtV8Gbj#RJ3&b{7T(9&#53m^C;Ulmkv@IH4fUJNyL!iR?hJlRx>!
z34_4N3n!ElD31b%2ZDz|;cPZ15A643^85HlXE*^phwC#B6wa;zssOb5vn>}O2zTiR
zg>eD-`+wqb0;cmWO@X#>bOxqMI68BI;bnshke9pT;NpUp4WKQYY(T+Kxbbp9fZ6{}
zpSi&BvcUzc0fEDVfZ%Kdpb2+%frAT}jPJ-P2Y?5LgTXj}MGJq@j|&F45O6RM?5@rL
zcwBIF;pTv|LtFrv@5mnq7dHrQ{sr*hYzY?+2#%M47r}K$_W|#K3(h_RcyMwGXe!*C
z3<iPW>@yS?+g&*Yb3))`4QR`Cmo5Mv9G$_OP&k@`!2sj#&>0HMwRd?A29)ORc!9QX
z`~ao}IN1P0|8nzwGx#4J1cQ0*+Gh@6@d=!*14NhOu55r|fWvmD&tNDRp7t;(58OCl
z@H!3V0R-Xh{a`$B{uP)9#sf!Z9v(Pf1p<P>@d%(O^sYPucyK%dR0~dLfLQ@fw;({p
zu)AXe@W61--~t5Z&e$Me2-jWuK>+24yB`=Z5^!zd{UHbx3cah-5I_#@@(sX)^E)Ac
zu-&CS1O{){pn!{XSAQW;9$@X)pLPRi3xgXQHwWAt1p(%TyS#*O!}~9Qiw@@(Ljcm>
zeFl^R5Ujg>0p@_aeFpI0<Q@t*nRn?2P#Mm51YB=8c?R$xaD4&ZpYGZXz?I^Jg8}bq
zcX<Q_4D?-^Lb<qq7mfQvf1wb#`5bV^;b{-x!Rap)^4GeuKko<ShNCmElnu^503;1g
zx1dmXT>v(0fwS3A829h>e}6s~m@DAM#trZLK)Jc#>BkMsK5+NrhO--hn8MKykOH_l
z3I^!MU0sDifx>`yo&mh8!Px`gRRhjub93|Doo9agz+88p0l=Vl?JfX=Z~J@U;T@d;
zW;c$za})sMygRRg0KXX6{^}3f12DLG3xGj^)t!Ih0siw{nu5S!uKxk!xNFyb<H6AY
zn7813QNS|6^$!Y$dp`$W4gM;&_un!E_}+lmaHr2O4qyc-91Lzg2VxX(vhf=RHx2;y
z-|rC4js`&GKgYkS`zc#^{0^A_Yhsn`?3}5A=6?rIq-;&?sQ+^<My*B74>jchJTkzG
z=i)I0aX}3XIG`YysUbHMWM~8etf>IT{~zV=(uz*bKt$-T7!2?@E)Ez5J-xX6bBzB3
D(zIe`

literal 0
HcmV?d00001

diff --git a/docs/teaching/img/triple_schema.png b/docs/teaching/img/triple_schema.png
new file mode 100644
index 0000000000000000000000000000000000000000..60ebd121a75f9b1d912832552fbc0b20605528cd
GIT binary patch
literal 50734
zcmeFZWmuHk`UeanNGj4IAR#rR0n#uuGj!*Gbax3zjEa<WDcvF6Etr(Fbc%FKO22E|
zd!PR~=iB@3y{`9s@Y-_?vuB=XJ@>lf7b{d%S?&h@9efN7j2m!yX>|;YYX}Sshz9O;
z@XllRW$*_~ej6z%RXZs;DJOd;R}E(qGYbiGCsPY`Imritf&v&AY%yj}o~X-nvUQq}
zJbBXD%K^oA^->QBd9D5=;A{IA`p@k*UM7ZieZh{z#1tchVdSWNsJA10O@CU&-B|+t
zI@R|@*WQ})O}dYZLARBL;vrig2Xn0emHZXv!sg=hY?ABOzY@|LG`8eoeBQ>al8LSQ
zu!&9YNj!jp9Z}p8ru`^}seR344zm~!&-HqhIL5>?_>;$^o!sx;aSbp&znUa~JdcE)
zz>Dzd=j?9l>+4&SI6vyjWU9@^k``W})TFS;w~A*IfJm`xeR#y9ry}>Ev%NC}g-N!3
zYb4{^haX*Rp4S;(Vc=E@k`NMJDp1|ly`=xF=tFgzV)g$0T@{&-BC3b?aaSMR-%N=!
z)YrVu_bR6A4GMLO4x<gFo=l!Z0|zT9V4(}QR8qoV2d{B4FoSI{u)r%!@b3=z2NpaN
z^3OZh5SiEhc@5D(|8cCDdldr%h5?tB(0q!ynTFS*Wp>;_m!)`vja{82i|{Sp4NYA5
z*Z9|OgH@Nk(;pHsXjmvp+Q5Qx<HNGE*);NEE0aE7inkqJ9{cwT&baL~eiA$;oI5;8
z^*!3%wEDg6c06lWeppf~JO72@Rv-ozJq9K&3<L7#<t^eu60XXBd*iQ{vKTU<bddk}
zBnAo#!iK<u=?4AhHw0#XcKZ9v{`ndh1d}Wei@rqiKi`L`E%5*Ik-xu#9)%I64!Nbx
z@SpEzvi+j|uM3TaVaPx+af|=!22|sJ-}vWV{{9Ym`oQdXjF(#fy2roXXG5G{|Mxow
z?=szjsUa{vvj69OVv;fYU;D40A;HaLW5zHc|7+3yb+KV2ZU48Ff4z%`r5aBXSb_gv
z@5_YF{pYg%Z#n<Boc|VN|BKFl-<$v2?El}&opvaY$ve3r;#cR@!z)R~{w{47M=57#
zJ8fJ0{o+>*wWInyrL9MkW%{+YWwH@>jwYNx-I%#fZ6A$%k;#t^^Qt%P-3c5sD&iN5
z{uhTj&7+qmD;bU>@3cHiOV#tjkX9b0Bek`by~#&KTE*HFQ6Xg#7?3q|CcpXaJ08ju
zclDKs-6$u&+p^;EQj&2~`TNsuG4b==7X~%fF=rd)ZDE2<t4Q$Q_r*Hp=~K`4dyzlC
zM$Bj%I4mVUc34m5ciK+owOJT7bnDF~GUospA0@)P+si*U?x8(qfV5iaO<8$=ab(ck
zhk&z}u40emr#P;!kCpG#O}i>Ik2<y<j(Voe_@8afG;Nd_OtM3XFmcTVQG5^{y;->?
z98@YxX3GAX2WHc`@VL#Kl)4hBx3M0hdL3IW`+bi6qQ~yOTeV5T^MTh4(}X-8j)-ib
zi<Z1FYA)bvCW4y3&+qq-V9&I)hZbRaVMDXKSN!xG-ycuen~hC~9*uvhwHf~EP(S1O
z);8S}Tsbc>s9U7E@3;&hu1mLtJxi$hY~%e7SRRqbXcaonG#yP?=R`1$HNDd+PNohi
zk<79SDN)br>8!Ho*}PFyqUOp9g^%i*-5AT3AsBn_=R1}qg)>%Vp-|kG`*R%J7>wQk
zca?VMdy&T09bumXYkrfDSZ*mCMFHy8k0;DYoBKw~kW+^1i(fhIq7AneXU})qu4K9U
zT>}!SYo@b2B1TrC#4p*3sHS)b+R7@MM(;kIM=6haV1XFo0zE{d$NN=>M3RAs{Sh5w
zk89Tn?{CDAC7UzW-+;28ZdQD{xy-`qCD_Zy9<};Gg5L#d>9*46k@0LVH07~Fa*CK=
z)68Pr2p8S?CnE7_kDb|>TD!5E{H^Ah<2NyJHHA>2q^y%3M<7T%6%sk&lXOtAruXYY
z9N|qRqD_5|tp_rv#{{5CSv@s|g&t`ma*lpo()h_n2#<}?URt+r4<b*LyW}frArms7
z;b`u|Y3*Ww_-y>{6W$qD^6iXfka=(Mz1IaijB5U{Cir$$5BJgIN5h}aPdCc9wl<n~
z-ftWndGw_U%6Ljpl>UqopN(e`eL|1k1MDe*@v*3DIFq&7JgBhP-p5nlj1FoXrbf%E
zryQFd8p*S>C!vlhC1>hy7B34nO5&TcjgoE3hO>h2+Kx>~-4w(M_jgg9z(FBc0<$%{
zSOb^cqT0jAIi@vKM3+vFw(Ok9N#*D*r1(D!%w)GDW`92AFh$0tdfXec`W!;6e0dRC
zbv*0aJlpEqtehq!2z`c&-Uf;!Pj_06r_;P<*Ip6PZIcve^e8FsbAhEP(5tq5yQz<G
z=yFhT9B=BoN&Wa6mu|(A+Mi@ESI+nQy{yu`S+w&<Rx2<e2`U&eMSK02qMgJL*Zrrf
zS;5mUh{RS8mhWpXz8`ILvvMmQ=oL=N{s#X=E#zL<TIsh@TCeSU?OmZVrSY@MjlrB?
zjVHJuLIPn;xSi@e1g&JbQDUdowU!4Exox|SyS^n;Pk%<}Ol6c(=dMQ3iO-f*yHXpz
zf97qd19tqjviOC&*N-5|WZx&#%G%(z5cj|u*{s?K=-{rF&U4jIFKjpOh#hBKowJrr
zoo!Y}39qEOO%uz}{1`QGYHjdqY}f-2t7#?Ow=Z5oW+R+D=u7M6>BfvrL0Y0l*ptoM
zy01VMOA0g^H}qM{+YaY>AF`4AoF^4*^6k&0DmC7+F2ZikG7?_q%o}6n8Q3`?w9lWz
zSMT_Ky1{=djhBM3=T;#T2>t}Dbj#|DK*^`aJ9BeLzrzt_d}%gUsW?;jF6JbG)|qc|
zg9b>^nrV+Q<gyc;u<Vj$)7f@&?+ml2a1T0&x+P(Q8{AE+j0J-6mD%31lVz|+C$_!m
z56oU6RSuscy1q!MF}>#~Zy7>5f51+BA~M~_k3}D?2Y&kPl9HXEB+P$lk6K4MM|Dxz
zYrUwTNzCt5H@C^z_k94z=5_@C?5b=e4Hf@)@btz@>|J}M&~-UJG0+Is_59%5qyEpm
z66zSKc4duUmwnjNBp5<SBIn%tMJ;=EPJ>nN@Y$M&eUFj5OXavg4R$*{m;(qu<`-?U
z(vJzvH1H8YJ@+aYNxQ6!CdLS~cmv?tHJ~E!O456MnsREJnI<AwLb2QtAplYE7LP6M
zBb8MuG3A0mR`b&GvyXVJ4U(<tYy*AdI)*0P1C_^_KO=?vmOEp^i@u2q-h2sr3!3x<
zJZhY!dnkAu%UhynB?0Hk!dvD}`(&AzE{P#(#8-=v4bDG4;)cdT#ZDIE6eS}=D!}cL
z$-ue{`h|By2o7ntb?9I8@U%@Iu8(jyAvZr(=AVjMbd$LWKfAg(&XJ0Lu@lOg?p(Ee
z4_u=q_(6+Tk4nuSVD@&XML$n*dOu-f6q{>1@^1OmWx^tfxFIvdt>9(&URuD>gjG%}
zpWSFpS67&9(4Xwjl<7Pdrc0UfMhjlXN2xi=WbOgM|4pypZ;y`?MA8QK>f7cTA?`X@
z=106tHZ1{l_HWD({J}|(?;1|{s~F*!<1QVvZZ>QQLt|q`zP-~{6g);WwdGx7t{oZ&
zEa=S?h|6YMc=z`wtP*r-Y<#ql)uuYLseWO>X7am>HG_t7)AV@8%d5O)4<Fz1-7P2%
z>LCeCjs2d$%^p7pegGHcE1tIVq3by*wactf&f-`q#v)=>Whi!I^bi>$_$F<tYfxw2
zbrc2`eo`RWy`ZDS9$hxy?Z$%M4>r>cE)AhOB)Hb^V@u?l<bno&#aBs$+LNC{z{iKA
zKyno|EaL0IV~a8Ah@_nv%2OyUz(-_uD#+1#XeJ(u2sam`{06(gYVg-byw0j`5w{<F
zgzk$#z~j1$62JWY$zyGZnOi5?l>t;pvxbO-Un`ln)|*tm%r+bOtT8udBvc}9zQDi=
zV*rVOkj8U~74xKv&Sy1CIn<olz`im_Ps(%Fd*z(Q`MMn6)7>XyIdVkxreE;wYC-Tg
zetYwvA=rGEW`GQ<3e{fTcDYW*bpZB6#Wq{(b3<32_rDkHSB;d9O)k$*ws$`fd3Aqa
zioyAuDe+=@P>wEb_-FS1txj36=_a0PuWC%<%EM!uk-zENKq714pMClXx-YE$04rZ5
z!|^pGm%ceUJ5dNDzr*{JW%6N+S`Zz2N-&-*GCYk$-_YfIUF1pD4&+{wWYZE1pMr_#
z91{@4302bf)56RYm2TZa53D%YQm`M|<jV$5Ld>NG^`790h4!t7b_w1HdzFc@fwbLj
z>oi$Y1Xb`@{|=Y3)5HV)3jrpxLV_f(<Fvp=Y_<vb@f61lzoV{1?qwx$UY#P}<L&J)
zl*Tm=x~g)|HC;L6Kw1rBP|Y)amqmeV&X3v1zPe1z4hLOe+e{1I<LLB#mLy?Owjk|X
zLAT{M%{e5ej3){(r|SAi+hXg$=Iy3pyWxDL8lxD3<f|(4uGogp1LS(*9tr7z%dG1k
zL^WgG{b)sfcoFJrYWeQctFDy#F}VWhlB~>wO^gf6GzHsDi%`zC%M_v>nagzX`)Aas
zf()*DZYBs5{&3&4Gh|%PjPOp&Pf3p0X=mO5JSYtW5v^D6I8#IT8>D%@Bt58tyyvZk
z^>@Xo%TUCqo)v9#Uw11NoDQ>b`o``1^i_;qrH1=S??K8v;6wD@VxtF-5Zk?qz@rc!
zc>!A1sa@*F_SXDPobb0NeD>A7kC$f)gIPkCq0@fHGjDBDwb|1Gm#;*x&i4~$iG-s4
zAqXPp9<F*_DMW21TXxm-y){<)p4jOf^A8D}h7AJ{;g=?#hv%;82f{8%bccfvTDb#)
zJ38^x+OH9b+!B3bCt1l@5z~CHx(&Z^F7zatL8`<g?S<#oBrzV(je@Lzt4oSP>98WQ
z_~5%fokk?`CNoc7+{mWL@ZA>dp<|(hr%^&HlB-!`&f=E^MGn7fET^-3!PDA4V}0z-
zIQ&S!Gd^W6`UXna^6|qJ2;%MM1l$!(WOcgU-E}jb1_onvdQa(|?Mj@n?FL`+@K4!S
zH{|BvU%zkroo%BHQgMDbW^5^nPwuFsKgM)~?#P#KucPjtw<*_NsRiq@fe3kQXB4~4
z3NLHB^zi~2Fsa#yT|Ny4+Wr}nU|LH|TC!CM3g*TF_5xb4uj5|?wiVIe>QsPKTlL>;
z@kP#GiEch}o^NlVu__~6pLXky=nD#f5uGcE=rpB2x;Qv#hm^m(ZuAScrN;oYjl#Fx
zxP0@N?sR}k@3{2LnRKeHhr4-Pto$?9tkOu`iG1{jqbVo4ryH<&)&-nd4?dw;oDJM_
zL#C;fgo<|7_k=Ae$oU!lYvmQvOYY}JzFXv_XN|U=h6(IikgFr%anOI1avh#z1YB0S
zR$KPsKc04$nksuJW*;y=6JAmhnMC8g81q4v+QHo7dlb4t))h<!aD2<aXV?V|@^z!G
zI=3vlQk^#t2PyX8!2W8o-${2o#SYqpJvYa@*KkWE=~Zx7w-_L(mV24hhqJyrv@<Oi
z({Ea+&B|_c8el)C^_qSl#5%hkZ70=vdWldQ`m~;)V?-rdqMXbNEz~a69{>%0;gx!P
z?z0-}LB`$0g7$v93O})q2->-F<F<AK9Q%~JEt=&SOm}JL>Kvxpo6E1yPMS>}T#Yt+
zISJPZ$iVSqP8U{+CtNsm$_PI`_QOI<jaFN!_<s1cR*)gP<*kq~vbEAKJ;f^<;qhzX
z%V1qaS?nntZM$S6-qVfDG@LX7=r{j9-A2$E?Gf)rN)8JCa+C3fYKf)NAm;%vhJTI|
zUH&OxA(S<nTIR*|8_$jXPneB^lQn*xF2<=qc2t~JWQo=*wIfsS$R~Pg<414`&ysVM
z1!wW~H-DJ$gd%(@Mow@oPWF~iUUPUyAR?SK4nY5}qv3oIkn5IjR^G4>X5B`Sd+?OM
zCzpb`Ht%Pj$o{v6pNZVaJ2g&oV!LJjbu&2EK)@IoQt8nhCQkSBzpi6tM-&~2zY7d<
zC5?_<{}eFgJ<@n1Va8QQ5qpU-^D02k%R~8K@CqLtqY>@;ml?Pym=W;+O$Z1t&O33-
z(2+v5d-_&cd$>=-WA~jdX27hr+)|t%4AMYay{@KF@Lt6dm~BfRXLK4w+UM>s_qrt~
zF-`bvl&1B`vCV3Ycw2NVpTCUT`{ainv3p5Rms6Zlm&xH^o+jU}b5dd(GvA|nWck^F
zNJq1cX;YzLrg?7SS*~-dLJ~K6igsKb$Z}l&UZlKl9ABY36&9y?HrL|4zwpk)7>aA?
zf3noa(eL@PFJ-xtK0yVxk4NXb`C!F3WZdJZta;lN-?nBc(LmdOWfc?4^)*0bBh&6T
z89YS2_d651N}R;M>)Odsrct2GOeY=snz-R~y*Mp{$1*O0Pc2}vGiE#U#m#Qrvy<6q
zMqw7j?QCSX4I2XM4hI-*TT9tt&!0n?!s>Y^q>>=~@}@7OURs3vG7yi_T}R?Z!Oyj8
zc%4dJXZ3%0PTH^%U}fR#x%COMR$5Q{=mx+qqJ%>d9+Ij$@}_Zw)|)r^?zGl_^Kg0c
zg>--b&#ARGkPZJ;b_4Rq$-Cd9g~X5(1<+Ik^gBpIDmuN-V}qZ+bg4EZV+!HCTXXlF
z`>@zn&2UMQKciTfI(9mbo*xPGx1#J-uP*a&uDS|jny{Cr&$To~%f3{bX0h|#Pa`Cu
zueuRx9qd(UpPT0!K|a3EzOcftw@s_ppt*c7tm5Tg77j&JJ%*dF32l^AXPbrT%hz7X
z(Du{~k*b<EtNu!~5K!bso+b-0BC*^Z5?piHp85zbA$JX3#sb|BU-&RY_h5DA#P?W5
zy)T!AZD0Q}<!r%mtk$N@@#$4JtMd??RfhXX9IJ|F6(<9^)I1nZJbg@Vap0446R5hB
z@#Fs}Rh_|aPGgg!^Q+O=(}i-nmTRQb1bIi12Vv8R`#;;vZ?I^@gbL<IeI&0(W_2C5
zu_uWJk?0ie#Hol)1R-MaH*P~Uzrf#J@RZ#=%9Dk4H}s`QYkyYYY2~fG22D_dh`Hu9
z@)xUJT!Eb?O68F8l|GsXY~#HjoDZ*q9EDoG7c^9$lHnY)!+9?g$Ff%oe+iUM0?HF^
zR?H>-SkoMDQR8R7f|jZW_qOWi9K#S*>j^LQ9AlC<?&;Kn7G-je%;tRtQN@!(Hl1*?
zSO8t<_2s5GHg$Ew1>=~z<!ThPTcI`usjgv5mP0grjgBXo9LiS(RZKSi;j^B_H=v$X
zx?K^<JmTNeUD>$wYuMBwQUtH|L~XXU-d(6nN_gff!cH1L3Yt}6jK0(2STcjY(SuYS
z1)X%5BN5L+V<%<@?qIn_!zN5&&Y;nY3e4CrCH6mWGnr>iwlc<9Q=`EQ$~_{|_3R_V
zi>mnO^0d1qyU@#D-EV&7namYIw_dKi+og=8W<mBWlwCXfcktZ&q+NOKz>ib$A-R=K
z9Iuc)nzh?Y9O}X*RDNfI(x?D7g*%7J9ni%Fug02lg&&ppRN`Q|*m_KL|4HBo@wU!W
zvml1H#aM++0VlsIR{{!7+;bY1jZa_@GMQ4}x(YB@aMHsKsoZm2J72BO+Ybb7m{V57
zr4F6{?;o4noUJcliNv~67r!V)upoje^Djx2odNok8u4?&D#K%@*{lEL!O|H9uf*J3
zgTtHSxqvp%F75C6b=uHo7_OKr`JAp5^qyv)NLOJ5jV5VQUxB<oU1Kv`(qOn1t4C=5
z>sOamnhO5L;&R+OHucGsi~z@uPFmG{JTsYk<_tUNB;B?KmPq3*01ydJn@dP6=C8yl
z$bl;laK|8klI{wYraoVkf2Mof5E2B{k^JzQ<oEmwqG=E`b`Gal1D2(|);QLL5J5$-
zlY>?6BCqH$d+k)sc|-%(P;j*!GG2@>M+hmavb)%W3XdVy2Oi++l|8)#dVDF1*(|(u
z){G)acJWX%V6Ql~9*>H<g?}5&BGarVcTnH1Nj5Ib<Ur4Lg})x@;>IVy&h1*NMnAgT
zDl~^AzaU=TA23jk&qataKp&S!56?z)AUHCmp5D|DNi_w--YYypfPd&~mZeA13R^aK
zBy(_}?nMfGyqQp2R~X1;QJVCVK6(eeJ1z(*JAZ$Tpr(xAbtedYToGN1b>O)V?z8UF
z#<jsvI=YH9+C$l-ju<!hMd0%nFTHC(YeZN7;}vy&4%NEiHPrZ->E^}58%k=-SbJe0
z9UG<feWX>i*Il?co@;ZKSe)-P>(|-z{`MhD(<f=p|IDE$L4A!j>lzpuOtO1OE;x^_
z9vxjhF2+$<c^zn!-HFc@DjHRX5(jso4*FU6V8y*8T*VBrnWkd?)Z~_QyX;10e0$Yc
zYtz;!Yi;$)hdakHE1ZHRZ#mdLp?=UX)80w%c&PaakcY4^EC7XSujJtAFRTo)DVhWl
z@#SP<OmKS5dKdI|4Dyu<P(3scSt5!%^AuVHD4_GYltoAHkmy&rH#H2W@<EQEcCX#$
z_K>9C0p0x443w({vx}UmWtAVGyXBbnHG{J7d(jDA^R9jxi&cs%8MZ^Y@c4k0>V7ef
zo%;fJ0ceT}T)t)$aB-M_e@!^y1XX#JaT5E@ps|e%x3hpv9;Lq)E)N~?sAUQ&J>W~a
z3|a0?k;8$mGogz&2&*D<+4xRZ2)-H(f?GfC<NJcW3oscpQW`yFNXQn{knOU{<AkG;
z-~!xN03VAMgH(>*fXa^{z0#nH{Gj8j#MgLQs%1XNRX5J)NBiwbFTQ+M#r}jNLoqH>
z<#ETZp|*7EcTChXmR;lEk!N=q%zAtw0H~JY{R#j-PW`^m&lzjGJj_7*^f=TgCdd=O
z1chst7iZ1uBgM^Tk%BCf`9THgKHYV69^chmrpVuW%(tT)0id`n`Lr8a&~SRVA!mV}
za0vqZ$4!D|rVa-7*Ne-Af+iDVvl_1@Hx%>dRW8K6)YqK@>p$*LJEFZkAVuWiyIC3B
zSg@LZ(#=t>`%6Xa<n!Uy)Yu7A9##0=!u|aEkvl!vGU0}xD>H5GdkF5_65{${zw1@n
zG7s1@J;<j&g3!>uOX({VjcGaD1^Zz`b~}$#%db~UzlIJK$8;N6Si{PoK8?JV-)`&F
z+G-W>V#(e0HrG@f6Kf3|;^Xr)R8MzDrt#S&P5~UfcS%rt5SIguULQ(P+><fXa!$VA
zKZYKl0fb(%niD0qPKNOl%t3@iy}!LSFCHAdfBP$PfF8>=1Z;_$X`D^^yqHUh_<6i=
zo=;}or+(lOH3DoiWoWR*MnhrGd&;3+aEU??fCHtIXk=!#g@qmA+F?Cjkrl2LpWD6(
zvQ9n>ipr1A293p7D;R(C2MQ${J3Ez_G~>Y~@_U{C>M&@~i9qtNf`PE#mGlO!(D&|j
z0h!|1JtmnFnQ#ingVn)pKoz)dP1d^IlZ$kpd$u3p3;J8l?<A<OH2@X8c_3pmti)ei
zceny@u?Lo6A*^_9W=Ru?NJDi|{<i{7MMrtrJ>-0KVU9W3>t`S(YiY%huq!ql$(uCI
zKPON$846EK;Lw?TP<d4@qaC{((c}p)iqqm~Ihq9{r}Eeox?GoewA#nU=AH;9r|g4=
zt+&mJEMRWhUeAkO$0KJ(3i}?c{&4rxdT4<RUy7YBHx~EW>tdBVGzR$NXnxsPQ~CyT
z5`<;-bTVIw+BfvE$GRp*Inyd=Usdwh5tS=k)P|V%qB&voDR{r@xp1*ulLOl%u3rXx
z6Ps0!i>dsL^Qzsz9&%;*&~^t@b$l>owY76F4%PwK^`SLrPiyXS|Gw3S3aGwac3o^I
z?r@I7c(4wtk&opMajXE?H}>U+uXShqDK3Y|XTQF9rnaGQ0xnMq61)L8RVr4VD&yfD
z)OmUakd=wYhvFhfVDPMWn7w1+kp|$`L6^7s0zY3rD%si<*}IsVdqgv@I?;wnN6*^u
z>nrsO0AM{lrHg3wv{=7GT=$b}Wi$%l<$O)trzZ&#D}8A%*tOnafi9~q+iTh-IANG?
zm_xo!X{pI`%XX@jue;8hxpTDD0{k1{90$Yo^F%I#>;8A69EK0o4>t^-_S8G<Q*arG
zpRVRyE613q^WI;^uC*P(Z_z=OZuEos%x0-&OroZ=ilPPQ<)O^a-48F=i>Ye}P^paV
zG|T~CV6G{!--#MI(RMN{(oV=$Q*(-BXXS`V|K+z<scjNT(2p_G^DTQM9>$JLuB5;4
z;~JBsg)ajn`~atdlNwuhv^nv}wKi@e%@D)bcZ;u}zCFYLw5Tz0RjH6un?%X*{rO%`
zua@~lmBp2@*^-~ddW+U9t_>BW5e`GSnhS>3e%D;SD$bsOmx0l#bF#!cvTCSDouz(R
zSM9`EETKDSY#da1u{zxv&ibEdwhHMnqUG4URad>$WHbwQNga)T_M#g7Am2ELbsYfx
z%u;rkH~csKx;!mEWQ_0UpHcpmdB>V#sni&I@ILo_>H7Y~c-v{uZS0)s#IJ{ZJMh{~
zXIde5wrabedYV#M{jk{c-6gq<H}dY_?mQoj(i9pvHZpIItH#7Bq;<m=T`4(SDXI8u
zH8=AS29cspKGB2Mf&-Sw4p|Lvw$<hoE;$?grZwOuoq9NE<oz`!^m6bO?)lEK-r!2H
z$YD^2t$$RuVLoGW&+VqhH6PX@MP`^A7605bw`SSTM*%4gbuP0c=KI2C^}#&BA01rt
zG!6#LKM)?6!nfUgB*>e3gF4oYesbB>z1y&D^*J;w5l->!)Kbf^k00N#-}HM#eTK-O
zkLCiMK-H4sKopo?u<}*4OLU33^DoW-p5{L5&|4zEXA%ImV6S=(j$i8xr}E-iIvW@w
zlo#?>Sq#6w=mL4bY02Xg&pR=_<V8}t#JIhfQWD?UCXWrveMnVp`2hi>Q5nVq_XiD|
zX>eAO_?V$v1cCAVXCt$C>cT2%30yKV1~pze#WB^L=QQ;kzna)LqLy7LJd{RIO-9{&
zy!PW24L&uD%nIEx(o3#f(mtCWkB{ElTw5T*qE}@CxIJTK#e*c=&L+|@#(WFJ!Kj)x
zv)_TICwRikH?sq8y86XsGvduHyt){=7JN#TGAwyU=FFhRqWI=X%DG{|XJm|U=y94?
z7Imj>(D`+lfjG8gr2S{+#v;PIBIBG|p`$Fq^e+NT`wdvGxtcqN@M5D<>74-yn({pU
zwuEw`ogRaEf@*w!H;G=H`PQHZ-{Zhn8FY(eFJ;wMOl8JK#w!b7*P#($bYSv}>V=an
ze(mQEt7GNvjC->D?d{P+M3@%aBg=0UfdWlDxg7i&<JvZDX64nD$Gt<NQr@^^B$&%=
z<U<pE!<DaM!gyN-d}6n=x?>lw-4_UYl^|~uOOnm@H1__%JIDMmUP_Lz5Y2eD*Y*p~
z7=q}=UZ5BsGKWcyuuq-t{`f@dB`E%3oKaw{w8&7!{T|WT9SSgTCvgd7IBq6z{qP>1
znw8c`?B1r{lA@o(WqRK-_*=+h-JE!yxBh{4WeBbB)6$W{(n2BAo_sq!zqqO#O7Y6Q
z%d?%Schd=GGHOz0GGm&dhI!#6dIJXw9D`imrw41Ety;g`y8uMwAXt#EltQ6(kEMgw
zE4BCP+hb;U8ew_0{>}cpL^No68*)iUje;qYs`4^ik=94Gd0Uusiq+W8yS>H|gPY8g
z-v}2duvQ3DEeL^!r7|_HW`~y;`!7_=nE7m0c0hLM=)RZexz!eWU4FGC-jaQNoA`H%
zt21a=rz*u#9eDFU7kbV5SXgj3Z&tN8&tr!*EwUn~9?QJLUjidC(fQO^do$McO9z`>
zfY#z%_S(#oH-gW-`~oS@#p+GwBWO`4|IObqc;wE_Hktml%x!h%+VBLKhZF`RJ&<u?
z?Mi73%jx3gxnXL21KT7Ly;S)RKO4N*^!YI}50Pmft{rdg!k$gLzk3o7L8>sBd>7s^
zrC@vbu58!{kFe$Wt=~y1YViZ$D*gQnkT_anVBR5Jy<FJm#17Nc2gvYz2VFqTDWAWS
z2?2m03Sfha=iz1ZxpB%5#cYMiGPc|6*7QZawx^xl@}BwDFRz|^I|U)uu0=@Fj{#!w
z76g^bI`7xFb)9~RnJ_PHTjIq0rKj6XI+}y6nXizH7x!%S5h3yQ6|d_FvGJEm?=Ms`
zc#_{WM2tw_(3%tRu<w+@Q2mr7BY8p6GVmXc7t(ed)OA_AHDV1?WL4T7Q1{<}fTS2H
ztr9Dj&%Cu*xv(FtEAP5Rl+ZeUv8H>p%|T2j?jk~~q{@m#e@hC+V@I|<X&_}<m)NrU
zf=v3V*hC){8};rt3BdWrCU=tyoOae}o}F#gtC?kGGs(#RywS6M=N%;?i-{dExqVFt
zYnD$)NVdaAA;EztYPi1M^z8!q=vGcQ_G~fz_TAipMfH45S({tz8Xx@&dDL;y0cH-d
zD-5|Rkf4tq#v*gzcDIS+&|5gqaKE9vAMri?;iz3~dF&nbJ@stsHpaoAAC{!Y9c5?y
zi4=Np(%>b1N)B*kaC1I7c5U7V!tR(cc8G^_rvMiGa=yYxB)^~jv7)Zh!zR1#V_0xp
zqS<kt*@QtoXG`Py=%NerhzwvP4ge5G)3}|e9e>$wptO14=?nJ*YbBcv9wqPIgdrLR
zB##G@P%4m8D|p$Ay|Sb}w~<9D`7?P8K^4jK9==9E`wxoI-c!a;9L|)uwvzDL+IaK%
z-7MY}_?V*1?EWmIvN>mI=lxk9G(^?{TWz2f@lz*|4*O^@l^YOjY;Q3>&>$?OLuu$M
zz=veRVpSTFAIQK-Q^UjB<3kh?a__=|<KLKL-iRNTrkW>}`QaFMGTo6l0t)ltm(ciX
zY3$O5y`>q-J}OmFp(ymgVFa;Ii~XK6e$_vIHFa=Qw>n9#%Q#{9?(@9^Nwx=yPjzKM
zI#^Eq8W#C$l=bYhql%$6EHryLnk8}AaJZW+=w(tY6BzdrCRit5!MJbHzmeijWj@tq
zM2+*KWU%?!DxY)m%&&+GE<K8|U>^y7!ATeEp~CMdlN7u9ft5UO7=IrJFt-Aj;!YhU
z9JURG^N*-@R0XLuNsvpK8uQrR*A}Zk&r(j+*u?cqS=iqyR0R_yd01RGdwAg8iltF{
z08_qhl+e^R9vUp0W?5`1kbc$FxDx&vQ1*<vHX=>lRztA~JcLv@SP$W_lLRK8uB_FJ
zM$Y|}etv9t%q7V_*V0}C$r<-CEJBS@K@V_)q~R4n*}(*Oym&0a6u0oekH#EV!P4(H
z5Z6;wvZL$O*|%GdXBk&uOY6FTznUoA=*B@atP@J~M_2CcftV9B6C^&AEH_lXwQ7De
z5v(_G)A!3H*zoE}<Z?*2>$~y%rc`Dunp`4znq2x6!kYfnRMY0_@*>BAqAD)1#9VA4
z-b2~RjW6pCpf0OY0*xkL?mHY{D60l;iW#pXH!mvWqV7)2nfTzMI2plJ%CNpDi;sd8
zYnP@zTV>wMKyxcSIt+3J3GJjRB0v1EF1+ld^fu#U))nkn3u!<Ykz+PG1`$oUt~G%u
zLU@P-JyL+dEk9AJhjn%n6n)z(sGVj7UwpO_O?)nnDML3zldkFrG+2L-w+h!K1f^wz
z&KP&g?nllIh8b{`vBbMw6>0rc=FLDj(`B7*QnhDaE&^%lJ7sDaMQJDteu1iUfW|CW
z86Yhl+VS5oAx*?=nsw4~I_OrGX4T_|#~|xW#It1!JVlD8`rXd^rnu(fC@_6Cmm!<=
z<r2J<Vtz(%-UGKL-VjXZKQ2@^s&Ds8lKo7XShO1x1cjh;?5gQH78xJcV|K#~F+X+j
zH?dR<nYs1+GwvGSM}gGfHdi%Z-xsf=ip$?mezYyF_qnZOs?F4l%Z54*xZJ1P_zpN~
zd-&Jt;^2epkO?3$fu8jfi*hof_WOkU9qJ}5J>z5hZ{Fc8jOSAoNy92@T4z57(2qW8
z*yCD&i{w=ct^?J^5G>Q>=htmekLr`jZ4Q8PMMa83Q&0O3kmMR3UjnE}Wdtd@O-*mV
z<Nwf7_4Jbf1cVRF#5hWLTVP|6CB=RL0K;(k@0<b__!U_tyH}TI<-IOI@bzlSGR2`P
z)5;waJVq`QXui8H1CqE5EQ8<gek9l)H;dwO;EOMR0!hBs1STCpq%m{V<OVkRpI^hE
z$Qyd}GlYgdGvyG4bJtol;c(&gqrOg*(TW!(Uy=mFbRH9Yks>rUer_doaETwY7boII
zat=Ka0VVgh9f_6p)kO*_c6ig*qwN`C93Lf0hUhe`3O0)s?<^g1*gTkeU4%C)UYvn>
zsk9DF5w6KbYTm?z!cCrc12$<;DP2S`ELBTTG#jX;GZ}F^gFFGCudTH)S~>$}xUG0B
znl2HPT8?ZZP#=9Zl3$}?Q#%2~Si(u<03+7kOK|-nf-!_<9uPF4?h7W8Y+BF~yY5ZN
zK2(_p^KNK76LV6+N3vIxeb1b%i6OTN<sk@b{bo;xVs*GRnym>dNpDhTs(A7N;sq2Q
z(%NT0d_ltumGLBd0ecA1jgO5n@twUT0I>V)Z;JpL1`Kw@9lq|AUlwOD*{Hi)LY|we
zfcmmP`hj6Rtq%{Z>mm{6MMh5*S<@(cbRc6X!&`<->ufHAI(Lv9-tvuu5%(BCJ|+`A
zg#P+nW*}0%pSe;^2H>%YyqlKzn2G?vK^i~=j<fkQoe^}XB8>u}nF^_6IhihWOEfe_
z&j-4b1X<Wgd|AsL!Y*K|b_~t8Hwmw1zF;pE4;tD96rl}I&ezveW>Ss-Zb;#^i5(7?
zK-UX8&{^;O`ngKOPyr~qdLTCv>NSW3blu0be07j8Xs9H%Jv5vi=Vfvuo4yMLv}59o
zi(F?GlLnRUoM`}P6plBm`zPng5>J76v1SA2A6d62cL>IX=6g{hLpK0KDWuWr<AIj!
zjR6Lzdxu6e5O()gVJwc>6Wm*DF|e5?k2IFX(ISnGZsnB6y=xytpM~&LLh$3m+7H%-
zdt=G=W&oW&1E^*ignH3^_1h3Zxp@F&R6K#KH<X-!C@RGE>TE<U!h$W}VOp`gSNpYN
zMpE!@l$#u-TQI<8wo^HL^pznX+DoAdS>$j>6SPDiMLfV?&~ABG7lPR1@M>mONE}}V
zoY-6DB7iDYenHEt_M!s~x33f3rO}Itr+{@2flx>d&M9qS;4*$cz5FsLk;#S94C#yR
zIu_9BnnuAEWSXoV<n1h*(GopJfELsXDhLi-l<b(c`Ck||du~kwd8)nNjQ2`fTK1Em
zmTG?t_gmmG0BU;r2A$Y+8TPwP@aU?fYtR7Sy$-*|UriI$Rw*2fWu+u~v9E5@+Ts^E
z%%f)_6EM)R6Ec%8;bTG-s(jd<HArupAe4)PpXJ(PkqvIAy7jpLL0o=Ze~UTD%x-2K
zkuq?0YW2wHp!wEyYCW8$c53<2<i2M5Gy1vv#o<_UPNYzGSNF^Kh`{A%Ht)B9tk#Ac
zG~2_=D5w_+h+|C=5G-L<hzLR06VS5N-~R!c?C?WvqGO*<9nCs0jEmyPMvEdf0||SN
zeZcILqYO5+3q|r{cemG`e}qkhD4<1ZOfvH6Lb?yi48GyhaRGrH`B7I+SeFfmx@2d7
zP<I<}=i%8Q>lSl3bk72tk(G<%c&I&~F=eL{kL)vn0Qk=h5ZLcGfbxhJUrBlvsE%B|
zgolu|Wg0?3ev$fIj7VTtW_XU49TWsJq2t^h(!_$6L@1BpH-^A1zrFcEHopXLAulwh
zWO5B*asc*7BQy!<mK@>>fKXN2ac{9p*$oCBF1;UE>Y<LrWVgV;X{qZs?ksM%U0trS
zT!J(<CB10W>ZA8PpXRpg*JdE*lI)ps0WvmOC;q&rku-usQ0ntLb|o>t#0Kd>Gu4U}
z|IG9J_b*4FHmp;&ogK1BLRxY+0a8ll$g_pSH-E9!YsMofZsk)vRHKAdUF7Uw%`66s
zf5JQtu}P~Wm3bdGTCV7R-=iEwR3J;I=gzEX6T@0Gh}cFD-n}f01*$T$lxhN#Xne3l
z)`Udw#_1cgNS7#)y^tv&!re>9y!H}^_LQG|2_rws<k6YAU-5!d382kct>z3u%K;O%
z{wn|z*o^OHj0coKb3umxWPFb^^&G(3eSqpKFNvpi<u>LC3IL0}e~?D~n=)}$XGdEb
zU<S)@){yYqKrIJR8dc!D#U`MTHcK)+005w1FI*BW+{;DG1LDoI>LGX(UV{wXZUuov
z$sGEHf@23Cl_~CFe+)@T7xhgh_zASyx0>HtfW_}cFFxU$b+@=cl6)heAsn1eaVA4-
zvw9H+k?~-~JkO=BBa=J%6buB$fUujOxz;%S$5w<;fZ1S`H7?(&mhE`|W)fgT(`fiB
z@mx~v&2nGb#x|g8QhLaHBvHZWevR$Bj}4Uu0QCQr6Gd1vag}_U`JHB48e-VhwwRL)
zO}#nxT*M*`H`D!&^s2La-#%h>+{8cQ+CYCjMSU7M+T>%wkZGs5Gux_Doy}`K&~BvL
z^)bGj+nba{vBF!vy!A+*tWbhbY9pBw4n!H2dKIpOU^`=?w=)K#)*?R&psP(dcb~S;
z06yLk0A(&OW;~}HX7sGmEXu4-?pJCPaRQODbCl@O8-pry__Qt`o&n*<7B&}QJ<w^<
zt13eP3l#}ftlW3i%!_Bjj$8w3)+sQzbx$Cc=*q~*eDIC|p4~(wety493Nh*nWM^+>
zxQr7%HDFdlP@L$_ZizKy+kyyFNpgFxt*sf9g;d6$U&5xPz?QSxww9xDd8xtMY8XQo
za6Y(9cY{XYeqSs1X4|sWnu8O-Fw+>h|2%>r_!9s~FTcw7Rtz0#@pfzOV=sNdsocou
zS}@$;o|bSZe;lV<glw*3-V!^Wc7qSm61=j&)qDu@3_=W(H^Ubz{@84H{)6YeD=@C>
zPzSP1A#7~t-naTW0UDt=q3GL<WUpNQx+a^A97FX=v0v*c(|AC>V(l30TKh*SYMvZe
zrjcB~zt_V<=^dfIFnN<!XuMW?U$(ke#sP31iBAp2^zxMDYlgxLwuum(#qAVTENEiM
z6XcujvV93B*VpYpc;2hE1=LnvO;8GE{5AGGn>oK@4?yrbD}j==dIPy15kIfyhYo74
zD_J#u`$J^eOZ*srv_|yR4QdKLnmS+~xYfyqi8M&~tnc_C)Y02S4y3}R$vOu+I_7Gv
zg<VC1qm}*)r;9k@wD=sf3Kbu9_ef)Iq*%ubC=lb3b_Vs1O0$i+0-RFxJ)qiHOyFe+
z1JqPIzkb%I$8qt~s~h356%>4TTKT>!86t*n3U5AfBFj_kieUO?X#CxU*+IkTUeNX>
z;AT=8+57<5=Q*t1Fd-eTW{*7F7>jb8#Ig=y{)A>)9I(XBHXpee`~LbuspE!<+$x@a
zd8m#Un*gHh36hz0q2lSMOK;C|?21SnH-w7m#n+?a`TfYg@VwP5*6yVRNbvIG@gfb@
z61grIP_F9%_a3xI8F!}357HC^#6ex?j!CS$u#9k{NFIPLNYDdtxfDAtpK6xskD!ek
zmO<(>0aq9GaS8Hag8(r%#bluX%bncsTXmHC8fu$SV(4lR(=QIH5)1$z0Hmk1Y#gjb
zqk+m2B<jR^$?j<*E%ZpY!$A+VF+D%`)=>{_)H5`R(mcuys&~tEAi+uAJ2cE{{j^~Z
z8XeV0bwR;+6riiYbFU(m^xBJR2T#GA+etnBU@%1vD)5$MNidcp?D@k@&|fS=bno_P
z<)11Eqeal_%=CG(+)k&fLdBGtm0k84r3EERi%@zZ6xuCOR_j_c1=3}YK5YjG13gKw
z916-<Gi;m?Fcg%g2)gB;f%xq8lTtf)e|720+7q2UK)%ABB#+>x^$}(dlIOQ<Oj^x3
zk*%U|X!-RuG#EX9!svJKI?0vyA1(RQG<B~{7H^b@RedX9$9D$L1^lGWtZNU~me5o#
z92g|lQwlSShH`1JT>sS&!LSx38H?kl#SZc{!{U}DpoEQvQj3wS^&*Y0Z$XO!{cjTj
zdtu>ypztl-D4Bkf$J+&}r#@69i#k2~4TymahdP;&;`_HWvA{6Q3~~n94dH(`O<|xU
znPEqrlA`;sf%Y1#(m#KcM}P%@-tk0>j{ooNAn<OHYQM-&(0KjxN$}TLp#MdLy`ufM
zPlDZ<g;oWBf7IXbA4W}7E=Zz4Ig0b|UqG)~2;Rj%{PxK4KOC6!P>^MEt;aF{!x>4&
z4&MFWCI5Le|6ApMi_rfC#{X@q{{_bXUjoB>0SBD8@Yh)Y;GX}NqyMj1{J$(Ks9JoF
z`F|Bc)JLXWK=d>$^&~Z;$%PBx*4qYyzbm@wF{rgoC<Z1}1K`m_0<{7X47^CtG8vZY
z*KSsSy<<nla$oia3Ib}bW+rR82|$0))p0MO9gL+LKwq>1u)#IU{`9T)r|TRBS3rI~
z4Wu;FPHh+3>sbmelkUSx$cxiMv?Fz^`f${s8T>!ZU@n_21;}GwS===M?rgGD$j&o2
zH_Pw*s~E#vApoIvGyD451uc1tV^MMi{s}h@?Gkx^81_yK`8%88e6+c=Mg=${?OUIx
zWC?*b<r65s4+&G3|M?y;Up02Zp}?CJPc7<GlL9=ZapXlzc%_nn`|to}qQ~`3$$WNA
zXuE1DaPls@9s|(i4fQNA?Dp<49g8%saT&FYa{;@;1)wFF`OMCM2V!-y-f2h3eRck(
zz&wWAjKUfWAKh!AeLZ%{*tF=u2+W@_dMZq)B!EKDHcw|@5qQ_jh0xaC4+GX4E42Nz
zepp#pu(7iXSq8@XvX=eVxdK6D&j4?Ge<OiY*L6dI1<Y*uQ{XWnkGE%#N!&<92?g!M
zEzpx3fzunh)7>Og{<%?k`b=+G^++^e0NT2<m#tUG8QbF0Z$9^u_@Q$8Jmr#_=2Bnm
z4V&DHph{pmyw8zjh+&b2AnUaN(&;#;Qk6hg>>uI)4(>v@pP=>mUw1*qiK&#~zu(J0
zgLX-xWj7-N@)H68?)z3+ifs0@<kBxyWp;{Qg74=q-Vp%QIwP0zjXS)~Xe<;=^i5Mh
zIKtl8!3(^#Oz8fK>7&p;**!rLw*TB*5V(q)r-9Jo?idcXqV-f=DS%*8g!ek{ak+aL
zqBxCWrZUOi1Mg_lhZi{I%a03pf1<G_w7|Sq^nQ4-<QToGD!T1jcL&nOzq*Md;%Mx(
zw^r#cIzX~vyX}D==G-T^(m<*#@Ilhe%6La%EC-0qhg*S2X8T7lohOLSaN!1^INt^c
zqo<CsU+okChkhPaf~Ma*9pHM)Z-*KGx$G+ySYl#0cT=ZQnh;-P7f_L}b2l!Mczsus
zTiOyyM=Q@ttg0SDV~yFU9cp5lk0$MuY)o%z$Ok$7_m^eP<9*8zpIcrbq!r?g41zoa
z9&Nrd5SuPj``#8Go@3|V2lG<DWL&VBmSa9}mvzuS+x_r^<vjxiiV&=3H@$uG-wz7b
z-UyU*DX|9typ|C_dsw^xE#3gEA)J%i)&yuDF~Gu#s2`fkPY<XFZ}E=RJI$pgCz11G
zXwygMfCY3t_&n(F_X3s?>jHDR%u@}r22~IsKfz53jR9*)i$^6vNAmjd?_WQAX<Yzp
zHOK(6g)5j|YV6QrrwD8i_pMm(a_fC;ga6fB_o3~iWk4Q8!7jY$axf@o;4X}P{|UFU
z{Fg=$QDaJ}0)sQ)g(J{3Rnod@X?|}5*38enR;P1noM3B_D`AAI%aG=Y{nJ%5LhvI>
z+p&OfrCP&Xxa%vm)8<{DRR%ABQOhprvL&}~PE;eK?ut$WeK;9;wANZ)l96kQeHHxA
z1!gXwJ%u6~wg8^`vw_-4fA<Gm{sg+Gb<=B)-B$-b7<R6YmJ;NU;Q_`(d^^#=@d2d_
zG@T?!Nk@GaWG}HV`fS$$XOaj)!zNS>AUS`A3ls?+r$OB}kInHxCE!b8M-R0I?bn&3
zWDqJ(e((Ose+t&2+_QpY1c7HUtG=e^iiM?)=JxQJyZ<Tk(GM}P9jwR7($KRSZI1Li
zH1;C=>ociF*^B2gq;G(RP#8$`(-;@wqew60F<Sqqw|)!Y!lvlE;#9E(#y|93k@2F?
zkjWNE)MyFiSBd=?vL#1=39(yqlMDVvmxI1EVPWQt1oR{f24Oq2o8eujWg!6s8*OQx
z4}f6&Ju_(%q5x(&LGr~P%<|eMU~f+Y=kO9po!Sp>s47Uq_S*ouy8t8-CR65m=yVIB
z@FM#mC%CI6v>RE>pXSEj^(>He7Y*4TZA~=;YKn?T#vDyJ7=rZvBaQ_E+&Avvm;hHG
zD6FC2wORudn>%7Q9Q{44?e^V!k8-d79iksd1@^x^y2lJB+N@&AV#+(VVn}Lcka{Jp
z&7^lg29rYZq8H^H1a^0S^qs#GCAJa_btnDV9^9+~+;Fpwk@uIahM$qxy-XS}l6umX
zS%JU-Z2u)7HlkQ6>DCmt#(|v3gOo_u&u;ejPBRY)T)vkEM0#p=L}I@)?WXD+YWgHk
z@$4IZyrQ_D1AzU}H-^8^$0i)`D-zu5bc1|T>)t2*w)^)rtTAQ^J_IVVloUXr@eKlA
zLxClw?5ME*DdZ28vJi6bTQXD6EQsAjv`uq?$dm^lCGmi9`nMSp=7Qx226TD&B!KQ_
zz%m&cx*X-b4cy~M12&S;u;+I2E=V9nO*Y8$!CmCR<V2kKI#N;n74Y;9SU?=709X<?
z)?#&F@|p(lH>@nTW>C4+H0VYW`5G{JSG)km`VF7M^#mX6c(7F%0VTyqhJK`fqCJ`&
zQ}mevJQi&Or&5cJk17IrYt+&uz;nh!XACHF7Qz;{#IU`dF2=}Z|3U(+*|95@c~A)L
za9#&bMcqmU{?C3E!PJWa4tz&Wbgpr1TFWn4P;c}1(*Yutl64Ih;hZOT&^CC!6JX^<
zQ;A%0y~7k(d#^Ccyu97msnBMAbisXug|5i_K!j_zneMyo0<dNi**l3c@G!kM-yh$L
zShl{0_8*~1E@p_4Rhq~2m~jAdpxZ1mUA76?g*AG>GO@wlNQ5p{e{K^NdFu^0cmZ$^
zJtg%(9ru<RcohunN^9A3kE{IIS{lTL3sk(&{$dSkyOPRRBjrzsC-XZU0gP0Ya0YP1
zw2!7^#X3CepMX+zkvG^D{B*5DzsUaU6yQy@1N<1Xb%Na_NS}*f(=6snv+1YS!7+zV
zDGcn1NAk=7nPR{J9Q*x3ORtkfysL_hTASjQ*tMV2|7j?E0s21;n9em`<3g~Ph%<l{
z;)Cer@1N-YuIkh@D($|>^9Z=Z81QI$>by<lpR~RQaKkylUurO%#zo?~Rz)_!!a%$y
zYV7lI{R4jk9C^%W|BWD&C{}p8;nU&vOmmGEnV!)HoSTA+x2n<px{tk}XaQF78|a|=
zpghqK+0N{m<zzek-y6XG+5ox`0cKq!n)g9x3ADn$*kCEw{u$tD2AjyRyU^Z=?onWS
zp1JG0Y2sE4I1Yb}NHiX$(LMY0=MAp`2^^V@?yx*IS6hv+sS>^F61p7O2v;<hmH_CW
zx#?dWbWYr%AftyC14uVv3Z#&kfh?(Bk|Xfl$y##6kUaY@VauAJM2`S4uQNV*+|L4e
zGvN#9rpC~~mhw*k#Odo5{}jL_qe08zrlD5te`oP3;^>F;3X#&?@cwks9&I&ZxinCE
zEivB;xMZVSNP`CFtmfYf;YyhJD^hFsm+WKrvV#2^li)=$kUc=PQ>txTJ?^Ti0>p>`
zHSn=GgFdNNL<%^~!!%MRS(w*BE_JD*`O=L(F{5tMmV+Y)s~NPoRWORmCA42uBNk{4
zR)8s)`WO%$Z-Wqt4<eKp?X*A(X#Y$dOG>ZhX(c*o+8Y-R1f6y7a|M-vK2tj=Ubzxb
zAE@tW@}w^;_V3$y&O)DO3OJarz&`5gU5tAIE>Vd=2pj^S^j0km@x})z_R#4##R6(C
z$L&;w(bauV5HKk-pzN(_%DFHS#4T%dF)JaA3Sp_h?C_`Uma3nyq$Vg$(;a(7?YMf^
z??A0ux+s&=2-Lk$SNRK2Hn#z*U*VH0@=BXpFJ+PCH*g0DHj*RIGS0adI7D?$7ihag
z+z9J5<yK)}5YS~Xzhl;}41Zh&_A(Q*>I3C3@M5cf;cF+7FmCfKcfdj!avmRp`d)ey
zN?*z7^`NmHJm~Yzhol@~&a4EQF0oGy3m0vCOFFZ2P82G$AF7v`%IwFP3&s{+;U{o2
zql<Yc*K)43jdE-^`wl>nOQ(V3a66X`>DtAtt*tH8c#ubODpIybrk#5WF=+7qStB$j
z;QW_d?rxs5fDFCr0J_;cJ$Ur=?;K%^bx=|64I_b4k)NpY@C(7ShfJwSFTVrVm5G9F
zah7Sku22GujM~0JV!^~^!{mz37_l81${3ztc*>M)$6Sv#A`Qp0Lj7Eun}G(=-gu#M
z37KS}+&$Eey4EZ63r%Bzn#k@{OGAWuP9L~|lt{I_4qWW$9K}Y50*8gLxi)JAVv7dq
z#CIk$4xVS|#t0`fjzfox9xL2tE(guu<2krnI*GXOR*eQPR^vESGTo4hoLL2-DKx$P
z@wybhR4GRl9q4v*(EvK1a{NE-KQHRn&knhtME6={sJk08=?TIt`GIG*A$c)2|8o)k
zd~|R2{Y89(yVUNCn>#?H?qKqHDVeexFaq<Q(=KvuZNs-~OH`WBv~c*lNYSW4Sqc!L
zj37eELxUpzicn14&m^h`b*i8umpfNVz9)YzA%PR`yIMEpSbcw5Mda7Zjp2f*-Wfq~
zKn{Cun!8qZBOKkM_iCwQ;4^zAP^a%H*>Demt+Mq_yY$Xj3#UB3F*iY!WLbfRd8G!M
zM`(QCz>WK94(j|^dngRIzf638KfPo;w&_~wF5`rP!fY9}pNo;6U&wWIYlKI5IC_9r
z(B=a!dsAyznF@+3{>c%rJ3O>dIkXc?crJ`S3#FK^AXPy<msf5boP%QM5Fq2EN{`3f
zH)8lGNK5CXIGPPk$H21+U-@M8*Uw>KiD1h3#W7}{2y_d^bAz2{%$X4rTh~35JCD=I
z6!wO)uV@lz5R~-T-(7*wbVbWPnCobHtyR@z*xgf}%dm+wnS&#3)Ffx{9bR_RM_U2W
z%hCj%g}~pteF671)uXQ^_{mne-h4$N@sv<_?EPIy_Kt+S*V)6+Ec>#sJziSpc1&hZ
z<E+s<%`Pq;QlPE|9=c#fUO4rwPH(h+DFC19@7|c+0|E%BH1sJoy>G!1`%Qy=y-M~)
zd6WoSlMRu`sYl|FNR9;+#>9T6>c}Ru5Bi}}J3u8)aBzHysTv5Xa$g&Aj&TCL*lkFo
zML)MC{pLR-3lLC--Dg!JdyGx;=Ujrl^Y7qvB_M77A_|09j@#3XF62R@Ob&{QEq8RH
z6G-qn!+61&Oa=1ppoA)hE^)krZF+}`W{_)%AHwMAKppGusP2CAcb^5v<#m|+4n?g4
z0{^bg0w@fgQm+Urqda+Szjtzii5Fc5)FwW!It<>VP-h%y_4O)H$!9)l`SOar-(B3A
z2+}AG<__*OuG7DdG-PAN#FiTeJUXJp0)6-es6zE3vaY=ZGHS!o)Aw!_(*QD`>-ah>
zia`~97$Q5Skka1=L9)lSgY#H4-z}4W6p9B&c-%8w6b{DyoL&zeHh-{>vJQi)H`b-s
zQgMse0N};Y?F<IQ2E+;5pVOZ}?MGK0KhRtzxY~s!<~Q=Xeu(2VY7syiJ4La8m>gt?
zssghEEQlW3K^U%b6Z!Wb5dSK0x){h1h@sNzk@0NWg1+610N$xuwGVrfuewl$Kp*d7
zQ50sz{x&e1_7!NnF8+C5Y=|%ICX|17R|bEEp~N>@+Svp82f!VvADO#w+5$i#0c`i*
zU=HEjLsnHGRDD2&ZXVbw180d?zKzXB52TI2;KeE&zojSt1lStX%0ba9wtkDA75^Wy
z-aDS^{tq879c2{a7?oA#u~XUOm~o6a_NE948QBUYp~7)cva<=<J1J#kHpnWnWh9aP
zeZCv_=llKr{<$Cb{djyn&ilO2>-8Mh^SZ95B+Ni2t_~dd6U<sENEB$Qp@w*65&;Gw
ziy$4)y|{N=+~pgZHURORidx}PZ_^FBQ}y|Vf5lh&qs2G(b{Bzl5I)pjXmUo6_@2=u
z4+$gHJB1(*H95|en2PATFMHe1vY<+DL%SBAL{|HE4ns!XI!Nb)NtC*tkI=+kj;KFB
zan`}QT_=}G9Ww|Nh6n-S7L2a$Akf@~fu}cD2{W`04;*_lLZKd*zPfdroKA;m$U$s4
z!60D#g+a*NfkmI4TIDxmi2xxk?(JRLzt^(-XwPs=&vl{0m1&uoTx}3Yj@x4h<4>IP
za1VXN1a7`MdfvF_4itg6ACEU8HJZZ?5CuHkJ3BI4N5H}0hW278E`_gU0n7rt+Nn8J
zz5v0%Em4naQs-1hKlIM_cK&PMj$OY#SnlZZZQ$7=QBT_q#5ko36rn<-x(Y&>oUEQb
z3NBE9-hV*Oh~vviJBA=@vVN=A5Oj@0^<Igu#lldPcNmM8v9Z?c=Wy#sa<#Z>5u!1g
z{1+ucFZ)vzA0!h1y)l#6RpV>Gmm+16_BvdDk?z;f^>8*<dW!9rUe_RmqIQGjegW&H
zW5lf3+_-MEmSz}+gfE~QHM^QDr=$GEV(l9f+rY`?-qi>}s~BmhZH|L7LuA?Ik^(?_
zB*o>V2xXxJ>V6dTTJ|O2nu7hhOo4k}Xp~!6d_y~af!aICvrj$vLfVO6l9rX~G7aub
zxk*NiA<&i{bSiG}T84LZCoI!^@qzSWiP(obo6~Vd1sA4&6_#~H6bQ%ikKXUw%(`)y
zO-?3O3)%@#c8ym5b}K`!pT0=2T}M3Wlk-tjE>MZ3K@JV}j*MhAjMRIu+JmT3(!7^O
zUqGM4^!BlMaftug^EpUZ((_;UD$&n90pvJ;30yP8BZSR^{avfa4m$OlUCl5BE{oO>
zaza0e$=mZeywBAw--CckR$tN94)PF*!J;2MVCrDDzUUB~8cSb(^^@o?D5jhrqZN~d
zlR4xW3-l)yRoc#z-y?p4cPT9~m;0npZiiJ=5YNf4@uG9p*pV8+OLz=!aw-1}Ba<iD
zt4g3hr~$~eg9XHp+PW?EADY`H=Rgm6wo1sA)buHNP4q^Xr}qm|#_IhC4oawSZvh9P
z^W0l`Pctkj=_R#<*2xPBEO`22tg;G1G<J|2p&X^P*FwhOx_Zz(mUKSDN0Yam3}YUj
zIL_$)aYN@3u=Iwz?zaa(maDX~;|knbyAF?BSBF^87#(+hT*YltF8_2UNewS(AG*Wl
zdb-@Jq9_+BXL1+ta`~DaP|*wG(g*3IpvB~QXOSjLHX#7D`sBB~CtrWxE07wYRl3ZA
zzdez|pu95>N&wQ%yS-pI%l5j?fs3JYpw^uuPW5b*y2nGbakH6wl6SZVbS*+!^mcrR
zSg{si9ih*6#u40qTLFSM$lVHJDjdDnj&fb(JV{^9M&WSzQzz9O3E*ca&CrVVh~`XO
z;#5)fc!?I_F!XH9G*-t8GO`v2kv}_?WfCk_e_h1OLp46tXFNQY#SMOh|8GG~B%2wl
z12jxm&4tu7n!xF#A{42p0btE{27QG#XK3PV^tAhAvt`$Z-*qNQzLN#_nnkD-D#fzU
z7+fl(OG_jP2|Nr%a|&+xYGkWn=28o-Oxb{bu4jQa=WHkEQu)w*!pxZrD$6qPh_lRV
z4~_e^p+9zU)gnimC1=>^5jqq_&2i$2Kq)UmLHU0hax4xt5s^?Vr0q@@0FatM{%=D&
zp~hbqjZ8cAaWr%knDwaC0$Vl}3TBCGX?38pvnaM~5U5Qm^eIKRWpHwxj~Bue;3Kx{
zNz3@ub!&kR{3Nkz;3B1mH?yR>EqcH3;IXpkD>ci}u8kY75jOK!eqcd&mYc^t>FRs@
z?w=1&B9=FVLt#U|U`8Lo)5M%LzEQ&X2YJxBLb8$1Nq&23<=5T7*UE;8&<j<)55V~c
zMY&8<$t*X`h;&NVLeDNhTnFM2jdQ|Q^3>@KcBZL=n8~~wJDVTvLn+qxi)A#<vzu%}
z8#oE1Hu?|gq+CDZR=i=TFtDcI5gOOpB5atMhFC4RKuo+llJwDzi<IhzB_@0spyfv&
z*MPq6tDcteL`jG3U&h|hYU-YTc5QI?MQgK_Fr??F2iD>_DED?+IigT<Z}h*!J@^8H
zgeo=n(G2>EhJX!s%8sWuWTD&Y^>WpERyw*PAauBvI?3kbVBqroCVuhY*WZD#OA3AT
zb)6~~3#apOnWjSb{Bj)p=jMlNJOr8RtAt2LPcistTza45Da^ZFFER7=mO*Bn<Xjlm
zl9pY@$1=t6AnBjbttPymZA93QW?g}#Z}4H1CL=SHeY*bXBxxd}NQYxSB$u8aNBJ_)
zDaV~_mMPU%tf<hC=-O5{)AC{Amh!;bKyx0ElAeo=tK0od=#Kt?duotaWo@|-zpdXu
zrMJRa72&5x@RFz%V$<>C348Xxd3Xq|4*lAguJ$FFxuZ+bmx6Wb9v5gw#f-S_DOLgY
zZ~DIS*`+rOGN~&hI!rD#W8r15%r1@(e{DCrsr#nmsn9*;eo!^{gETrLBF^veg-R!n
zIAq!sshz-7AyinB>5eGykrrVK&{aX1Uoh>us=IO4zTNCm^Oe5M9pKVFjI?6nw)oKo
zUWu#amFkl;twtm$kJkP(9o0yXL`ww28~(6iTijKrCz-nMy@Nwz#FP{JBv0D4{s<Xw
zz>iJscv1sO^@!&}ziKD&wkONc3mW9>Kiklz=(kMDG}XS&yOMtDo1JMF3>J73h!>jY
zq24Rk^bTHQj}}LfO+}065Q6{YPjwUma;!sGPtd=&gQ3-VB`teT1N}j(ofhwlBC?BX
zq6&2u+hyrZ_4td8$`1z*a|Nkjyt`Rs0aAA-2Bk7Bt~M0~2$x>-oO|E4()fz%{8-i`
zYc?})L}M1`V*qB%7n~dBn4rBj(b`6N=G;zeKdDD(waABRNyziaAY}H1&N9N)*AcXl
zasU?@c3trCM%c}IsM3M3VnTZ^3zx0z)Wb^`3o4T&25-P*<C9lhtaO~fK?I@P0^vhv
zMSC~@vu%lIhZ0`d_oOLwb(23+LSTTZZn>?8W&?nC*$U~5qj7u!DZW$3asp(K+9KZ{
zMh2I&q@a-#a5ptJN)O~e6f@A8)!WVCt`tUf9VzQ<?fA~JQjizzy?eFyMDv;set4kO
z%l*Lnz27Q@TiBGYhKt5X^e=r7<ULOw;A8z*Vv#QDAXv#(lJ^7I)pGg8AvWb5P}>`p
zfU(4&+}^(9zc!9Av~^71A_sjWUEB|9MMKr2bpgf`O?8T-`Rl+Tz1xniNK-SHQ?UP{
zWPB*`*P;^Jp;4{Y$_?Kmy(h0|T=(~Wg5A;C+V!IQWiAqYA<1zPk9p!?1$A`9+!02!
z$=k31Dx(8#IwKJ@*>^8p%vvk|_VV2MN&J`xz@G;#pN0SOVLUBuIo)K2&8WrOrGGtp
zu=v`sL#Z+!jU&^$hv+^S<x*~T&YI6Y`5YO-!~Tfli&Ey$-c28>ZH@4^=d?9wS}&0(
zH*|cB?dT~53(em^{F+X>P9??I9M8x>z=}N~TORV~eWz5IYJ8Qt-_Lr@b@za)MaiMB
zAPbR`02J{+>h06ZbY8b$Z1RpZa}O@dH@1NNYdX|Jpdywu^tlvXCGhE1R%K`(OnRE?
zI$x=b96x>WHp_`S8x}S0c3(c59>S9;_WCA_zk?a?HNBY6av1wB(=h|C!UD?>)yy78
z2rxtt87jUbYIW|4Je{}4Z&m#osMK#Ks_NoL0ByHJH=D#Xzdy7WFZazbnu3kqP&Qv!
z%=3Ci29Ymv8L_mL)j^4cE81#cBp~ZKH}ve81AF_m+1squ2W;|<Ju$Yn+Y}Z>d%kY{
z=Y^T-<HR|f-;tqKlA*G1OtpEPK#vN@<kYjSU-J1<);eV7*}z5ZdX;|XX_&YPf4xS6
ztiaqt(Wu0!I1McI(C7yNWbQ-Pf7HZzJ9Eil=*x>+2bNATJau|e7xw4_PXKR1M%L&1
ztkIcGx5uA&nXoeLOhwSje;R%8?!e6qX5gDwUbwCiY_u~P$5S)_aOQ!f8w`lm944;!
zMV2nHp8p~;>UdLeY^v#dZ`W0Sz5x9aP8Ey+L%znewxL{dnDKX)kYI0>dn5WK9i^hL
z?<^OA@2rSjJ27N3COlZfF(K|ueb`mN!(kLiDcXD18JosVCUU;b%7O+ARGPLoeh3b2
z&GbHTE(*VJ`{9Gj5rujuuhLH$vZY?&;45okFdL9L;`+4IwX+5*s?o$>(pBfwa&9i}
zauqm%I+#JpJq+~otBqk*rV=~x^(}8ILqpM*hs|QI-XKh=I266ze~9@@v&V^ejqP0k
zp|8ezb7&0P{m`tZjQg?Z*~R~{@-zQMx5@gg<ej1l-5-IREpg9CvVJ|GnTudx;J4WU
zu)R!DBX2oeR_>E~zQ8Nf43B9+F1HVk4?e*eq^o+WW3)|qoRXOSIjxFYGBj_kD6Y#)
z=}8cEXgfE{R|cyk_jyEA{ege*OKS{Aa?uX}`gKmD#+Ov-^>`}aU689u_D=X~U1kMA
zJaL}m*kKjU71z9E?$-JJn(1CYn+l_DdMs=Y89&}vtp399+IywDH!sa^4|z>n6n;CY
z96N)Em8d^OG6=fwYGq)~-xv**{gxk4I1{`G>Z|goxgRcpYt~QOR&R8vT-A+#r_3JL
z)0W756G4cA4o-S}{}Db6b=e}!mXoS28vqh!SjA3emCp=sO5(I*TG7Yrc**J6Q>{HJ
zMmDu@yTJcn2OpcE(i@N4IO9ay9(?d3wN)bmZI|1nbXaeYX*Wf0vdmP4`~=?aD66XR
z_h{u6R}2B@wr8>|f)&x#uj=e;K`ZgeSNzSyq0$_E)asCdbsSJ3KDli=Q-P=hV}(RX
zeP-yYBQB|Hk>aqvN@&8*n(35CRv|jw8Sd=dixH~XRbMxGkH?%+jZ@XPWHaH+RHNtd
z8!$j~j;OtiDx@pbSIZpOsNq?wf%&+W?#iNZkyC#WL-^C`+D{2`B%=$R1SLPl<9bBf
z7coBTQr_St*>X;R)D%?mo|bW~h7=#c1nzS0QbhY$DL9Lmu}H0lZ}Dg+Ic#Mz?*RB*
z`ORYaEgy|o;ph9_fgTYhJR0$t)uQR=TDKf-8w^wtIWg<u6lS^~kA)`3^B%W!{57D^
zvaKGca@wGzfQ+P8tO4rqMZ{C6H8kQ*PS_?grr7Y+RAGLR-AB{2SCk=k$I#(>{0A3+
z$c41d5n*cwo*m1Yg=W`9k%XfFR2XB08r$EWN8?^|$sN~z1F`atGwBA@#eOr)P(#-t
zgaj!4t>ZKM_|(G#c^xg<iOmwJZm*ANkHygQnSA6isSnt9_k-x5M&8^=U6n~Cn#4rN
zKb*RXtD<dpg>L!BwYOJt1J0%sGEMEC5(%^s&Gz#P4V4<1XWKf}r*&veHLh|^MWGpY
z<bJZB;LjgAKYC{VGE6u$pY^+*EtD7F?`V4VhSe!tC2KoDU-gZ8`X&VHmweyMgz{9>
z9YXJp<kX+{`}Ad6>QR=V;RnL6SFEX5B@Gzb9@zW4llb}cOMa|SKIN1qkj#_pNica8
z%hr}MPBxR3G<;c!OP!T$lMUoK4~}oK>rj!9o~DabP)rLU6EG>|tcK3?7Vz%pfBFo+
zkq<a{<H21m_x{`K<}_N{>#n{BLZ!5sqreWNBV*QgUSH@i&-_+y(7xT1_7ykyG9Fir
z4|tK{bAd+D1I1cXw=CIqeNq}=7i*98c;~=6>fnt=v$W3_fiWQPz9NKnhIwOHj$v+y
zpFa3zwCU62Yf3P(7chO??M>(7q$T3Nb~SQ1+oOp6NIEZVYIg$KM_i8o>kka+jon+J
zOKa`V={2%6nT~Wmmnf0rQ+%T6y%je5q4`z;HN~;TA4(?s(5@<FpR+R*arnt6rHCqp
zWnS=VaC4A`C)LH5w{qG~eX4N+Hn`_v;r`uMM|G^JQV;PjZe}!b*;qfQZZ72H`eM~Z
z3aH@?=JPw;JKHUpZ%PgTpew&WV>B-H<T>=d{gd&%2OcYm@$jK3MxF+Ujb;$van`F~
zW?(4zWhBP%#FJB)5db}OjVF>=9k{&YKE3oR%*b5asCupYfNN*8KJ*PbOhc&V6`Ikt
z_n9tlqRqo0-fat)(l+kks^bjOxX>)4_jSumff|yOaWTu*7^|FQuf&RD@o{*T6Kw)<
zqWJvn6HB?Wm@oKUbi2&yC<66+8eUuPffP$D?@CIQPv{8lQB=mw**(4Mz8(22skyva
z$hTI~jnLM3MhPa%#VXE+y9=7b<iU!}ZMtHBg2E@qJG>&n@T4?Y<4Y?BF)q7?q}xAe
zI)0^n?;X-89z_N4TK_0W=tvq~P>h);P~V#0zExmnLtQofvdY}{&f#MhT|!nuqv%zB
ztx&`wyoKbdv#%B})`XDH^a<=*em|X1R^q496ni4E>dGK@=g(dl$(r%^1xDRdiH<k<
zP66f0yuIauM`*J(Rrnje+K=!9u>MqezNf67b#F7bZ3h4>i}A6_MqpA%rz*Xbg@7V<
z(-F!#hSpO_8fbr=`~c5;QxcB%+Fs{~=9TK0AQH8jXP{_s(<OmXy_14k1jV>+rQymn
zZ>L86V(t7lR`fy9@4{!3rikq=@lMxvlblou4FKPkt`GN=;W*Paj>}EQ{O~m%pYoeg
z=%||;xNWO-x!b$<)_tOKD*BvDBOwI83WibvlRuL8f9+rnHdeuSJnh4Clk?)INg2(p
z+pi52b=6f}9*WF)wLEY0NO9|<IsSBSQj5-6Hp6u;m1YDacuQlvQ(=91FpHkdR&f7h
z^mp>@tED~?CoNrj8Yl^&qia7{1;&j&Ql*hdPgy(>$i0;@i8+6P*VJ{SwxWS0K6D?#
zJBy~+FJIiX;d_liU-ctCTwwjiVvdDTg|L`|I^Xpvy<<xsuL!3}c`q_!)NA+5!GNo)
zTR~a9Jtwx)*gXVlDD5O}sYm3nTA>D5WP+Ymr(T6-<Z2;9?i;7-CM77U82hT+J?eMX
zhT_?{K0054%73afP9VhO<mror&@HuEgj(kb%I6Iir-Nyxc2S()e)?MXxfUYzwzVS~
z9U|u`-m%jgFGCVK03i5RL3|#yEiFqL%`T3&px(i~4umwpZ)ux;3YFD63Tlw^dPg=N
z;lJ(8+wM|SGT2TUvK<w)@{{*$Ep6KCt|9ybwovti6GsqWlHGtLkte5T%<mW-fBQ5j
zS%mAvrsuD#w6#r+CP{dW+$2&X$j~Jr{I{qOJ2Kmc@MZ4=zcXJu+H)VLZuk=QcrKmD
z&6d^HriH>J22q<iOX|LkVq>Fs_*nSpN6bJ8g|hPQ3AMCbYt(5KV_-wb1dqK8tAjS@
zJ)mLsZZZM9zGX6)yZ4Gt*9f)SulH#POV+sY(`Xd(?h&WBF{g{&$B_Fo39PMr^WAdG
zHdFxXv7F43^b7SFciLLIrt|YAQYKY@jC%n9QC(0}+rA;v`_XY^#>!`mbXrMf`ZYUW
zNkSx}uvg+Gnj2?xutPXnS+Yfd9DC1)o9h<gGG6ZnaI!Pb*u1>+=(_0(TUr&DridgS
z@pCF;Z|Qq~>MFP$q+*^yC_3s{m$r)b)+vSSdwzcV^v<BzQr3$R9QLtX$ipfBI&0yJ
znvnB?szxI9m+0JW62|(KcK#w*oX{)Afaef#9z2^Pc}VUvk);HN{)zr6E}I*CrPv#w
zLKb@=rGKyaJEQnz6Ab-1oroCpslbjFGB}#!<PJr-!@hP|R92Tmxy}~1O|y9<D&<G*
zMm5)H+dOLDUGuF^nsU9vrn0SpRw>m>B(E7j<T>GWCeZcrJ%ZnhD|KIDx6J;@Yzb&h
z1rp5$zyK(9F`!h-MgL^9Xh4Vicx-4bP;%I%OgH3go!hT(JYVZVjpn=Ue7$fsR}J^%
zu(}FG=+t3MI=bkfs6ClmvG2Wk%d+v~E<2(6qMV7*nGPAZb;z^M>Za@BLU*jdhQ4A^
zZu*<Yn&ehe*}9bf&D3uDs{R}Ob)#cji-D%yektp|!~!*3OfgLx9-!LN>Ua3uuRwjd
z{0x20p(jZ8kXxJXev&<oFI+z=5hZH9@>@ys58I}t?R=s+8E$h5x6#qIcaA5Vs`B}M
z@tqO}sa3RlX7@8?$(~FmU-eXr<vYgLd0~vxtN<e&=J_UGf--iI+EUfyT_dOZY+qLL
zyfI8`2xmi97gce&AyNp9@L{g`i6vkbeDN5dMyDz2Qe~mlPxjR*zV6`S6~-79CDlnr
zR-(_r49wO7xo#OJ(`K&WAA+Dfnaj<2?c>ingqPy4lU}bBk<Hujly<0HRzmmFvrAzb
z)`f?-26OUcfoY14R<!BzpyLWQv}VVgch`9BM?8UPKS?75)59@SYE`{^s0o*xVf4z)
zgqhb~0CRWQ6*ARzwq|dwFS$bIaTQs=x&4(byR;-6Ej{w(7ex&5lrv`(W4tj%rC8in
zkq7<(EUi)eHCiGl@>Si5#Omfwh5roKd?z?^mMV|EbsEPpTb5ncDlo0c*GrtBDiGZ%
z%4(Wfe-7C0yU&MAVnIrI^@O-fIe@*UH-5YZj#Ily<pcww6-#(bJ;_^aFvg5(M%b=N
z^Ub*t!9imC_?M!TdvC+7UkVtCOy^HrCF5NRD^zc6t@xf_P_!b?y<-tkN=$QDmy|v7
zu~Ww~Baj+E69)$P@AQxN5nF@Xw}J#@-F+XQv47y`8hc~f{gXz#+NZwHq?59J^8h5;
zKX)qq@{Sr65d+8hbaU41GL6nhZ<BMJe)$M%X&!n=pMwvxIl`xejF?mcajKSl3yjfq
z=H*#xi=IPOuHCWaDI`EB>c*%vR;X>UOo-hANQo;ls1S?00`qF~$yIz4y~&-`i1l@L
zzsk)m1JJ|UhvUm-YrfBNB{YJ}Ryv_^W|J9s+_T7;lKmKCGNFJyHd^Ps#QL5Iy8Rz?
z)D#lDh9rY!nXejXWv|DrWCR^l!5~(f3>v*4tG^2LT(>$M{CTUBgsmh?P>??GXQ79K
zM7V(UH=H!gaquiv1N~OKy-CbZ>{GZELi$y^F0(e_teG%f!CppGZ-qa*sy_*tl)f6-
z-n22X8~e5Oc`wC{882zGvBfVO$A(qv&7EM4&7B_vCU!D@!YmSfU;Dy?ui@^t8|~4>
z%ttBYSkHC+WuuEGz}uWE3LNY<zi<#3?UOF~=S*q_wH}HD=Y(L4eKDelO)!97-bLP%
zC4NAf8h@a?c)C$BQ}&S5F2s;=%bex9Mtr6>MwJUAX*W!c2S<xPjLwUoP}To-cb44%
zg}&YyRnE=Gzo3hZ!SUyk?kyR`vtf$dU1KOa5Dhg9IQAz1U)SC(wPWe>)zHm2+9`fz
zKY1Wahj>Z;rBcH06^`uQyM4U>b_!_z%U>8C?ex@>1K&ZUT2hi<^khq0!EBH_*p0>5
zwRM|Jm_1&(sPpWiN&;hxcXBK~v-ABome$DQ(|@NsG-}9L^VIul?o|}p#2Gw8U6Lrc
zMPS)aPn0Cx!Q34j-kq3sI)(RkUGoC&*veBCK(ikXIj}65{(FJ&<26I*=MzvUqGs7&
z<B1Sh?`w>i({m@PT^=*xo|JHefqwjcOfyj+2wt0aAh*IL2F-wfUx_^&swD#1<066*
zwrv*?JWHLB@hJh5O>s$<cN&f4Nie|^bDvN%dJeM)F_`iJ&C|TGIOji3H4U!|1dbN1
zhikDotbYtbuHTfIh*tUrW7kr+6+G7udorX3t#O>YI?zMvm8+8;qCsMkg^T;eh=-#5
z?}KoLH@T?Kg}Jatqe+krIz8Rs!Wcq8_mK4~K&Af_26iqwPy<rZ_T6zJ-aGj3N7m#9
zd==bZI;V=1Gbt!p!j%hQB2Wn%F@|dt>tBQ8NI4iMRUf@F0uG3(tF<)6j7oop>$b;%
zS^21P+)?K9Q4UoJE_J<npz!Dr6dONMeCz?g4e@qh+Ja@!J4LyRcMkm<p>iXaAoGLv
zkD3R^&+$D>M{{v*qhP=?ZXFFufh*VE?*BJYpiw)w-+T$*K(cDZi9$1ffxg$vxefo!
z`bEeo#{|`ggeHIwG*1r4Svexs3koc1tY-CZ9a;W;x9y`%8AN&Q_Y{)B0F(1D*#M_9
z<Puf07B*%P6v6WcHxNVuK!szA`_F)e;t#u1^bVY<*8<o5E_i~w#0wOVa9(|Rcx#!?
z;d5i4Nb93B_6OfE|NY;>>CuPNgX0R^6cQz23tWwH(vXaWF3`Ys;kDBYLXv<@O;Z~P
z&wu<}Z140?g%ji3&sJ~Jf)4!qJoe~QB(~$4M}2AqrAQ#qd8cQ6xCnl%n&g_XT;OFP
zI=P=<kO>vY>AIgv)^B9g(^<eGc0Xz8Vc5*^@1-(<R5{d!o=GX4444rE2;9>D8tDC&
zxs|jHzu@D`z*vOS&sWt70jZ4vyS)mEV8l_={wyW;f1FPr<j>d(GO354(5R*aa6j*n
zKRmJpHsJQiCbOS2y&N3_DK~e0jc!2YSGNLnptMmV7;An&VEuQE$#6(a`-?1`0e+|?
zr{f-g@svGcL95rbZB2IL39cGs<HksiXdAyi?DpmpvS*2-_&xA;uEOq>N|zC-0;}hZ
z$pAONyFc^%QD!6mSRpzKQs4(M*U@iNkKXU^`Ag)5U#k^iY@MKygQB|j#ab3D$k?@+
z8HEZ!4%xZp&Wod#Sq@Tv@q<1Ku_|g$5Ozga%LpkFqXloc6a+cap@?1UwFNZ=WSpm$
ztt~l;7XOThg`fsx_6JPed|(0MXMcGVZmSZKh&^!qJ$@cM%w!FQMzK(BcOQq<Ab?YO
z>@>iv4;CkMXO_jPv@t%-K`R0a>hJx`B*3ZSn|<dULo-l&-Kj@A-=)NE(xleYQG{v_
z>z{3Vj4w9;in@<gu2zqM@>0fZ0WHcJ)Y6ZL93~N_<qkIPk}@zXa|Q;~6h97h{84&@
zlpC9lb?~Xl^y={(_tODy$j+=U6-A6sya1Z|1oYg+JCz>O+Vef>w~$dAMwgh;FX$&r
z*?xcX-=ksEa^YvEr&k|TKenILV_9X<Auk$P@^!hYw2L!?7iK+eKvq4S!<jdR(B@TU
z6P=3OaD?{E+ZdW=0Ahdkia8J3g12y{^i70NDZ0baFJ1Eih$N+UkqZOQUN#Ujjc|I8
zMC}S8C2}XoWBlDmG`#wZOnL&sEiXL3=l#FCa1~-<8@KjN6>av-Y)kQtJer!Kwo|bd
z8T3KlrdKvW0&?gOjxe{uz!-Nva`1DB%`JXBJIdrvIrSXC@KHrmL|%*<gxGQ<-#Zc3
zcz{88!wX*QkUCGYEf9qwB*O%b(7y|txjy79Udn)`yPWuMwQbrygx<I>GJlMd=IOo6
z_T##UpRp&WqS{tOX=E{zov=|#?(i$>E6;$M5cwf{_$Tyn)ZR7b%M(Jp{CyCwuOO40
z_^cBy)i28J`99G$xa5^maQk<y{ulkK$tP~~(=WO~yg{KRvZp%WId@*_G@dupK8wYi
z1+ekDVM;TVaquZlMCyYvR<b-5s^L#u-Go@>3=9`9gkl6nobO`sahl<lRl~$rwhzJ@
z{|g2C<b(na;bekm)VvY@X@_YJaq$Jp2nJFoUOrvxFbGGr)>NN{zKu52g~yuzuvN$7
zM**q-Y!KVWS*4)zA~rL`#xu3|=<;yTFR+CBcYK53_)?_3v+JeJh3*!%>2)>pQ7koF
z`M_5P`?$UVUGOw%kWNo%MroRZD;`|bEc!koUMU#6aW}X`!1`#o42q;U%E2Bu{?nIv
zDEpd2DJ`rI-9K;B28a0qBTnYi;hpPxD<&BKzod4!;s4734kWnv{8s0PFUXERhT4Yl
zE7+4Y_MpBa5#${RSz&aP?*X7ZvakdEc6!S{PlHS5br;Vo)$Wt+McrT|+w$|tFmCX%
zCo<0j)=vnsF>>)W9yYq92^>4*E^Ge$M#KCZc;aZNCanHXtv*i6JGt;kP3vJvwbBz3
z)XD{H%y1?rh9t$M*6tBm0dIP~qAz0(K26OBv6)i32ILoMJB&2-LX>HVb+Dt1ySFrm
z8j@5n{te^1GH&C_jJxJLt<BlYI{(j?6u{+K?%x!qC4tE79zj^$g+SE=x)MC+0>gO@
zJTAhYO&jWX^VX&M*TP1!HDg((pgufy_~hZQ<Og5=moblN1<B%$HEhqG*??e38Vgqr
zckQjhFY<aIWWQj4(tnzF;!l=C&P!$xhzKx2+6gKbtf58_${#`;tPZhw>O7cnSNY5#
z$Uqtl0d5E`)>2}hWm!ukBcn=L`Tt%H1tLyLKiY?7B7-*PCE7r{6vq0%?{{Ik)50`P
z!zAnHsq+Nzrx&LW{X0om_78B&ekXNX6f!+Xdz!8k1}XJ+0(MnOrP#{n{M*)lr@0kP
zQax(dj<au)L5NU#cq1+YgEW#!0ls`@m19A|vwHe8VaPtXp9Lb5;3arrlW7Kwp8g)%
z2~~JJ7h7IoHx!XA7tH!xhA9HI9?o799t+xkAY?z^F`<9NF6c9rA(v<tyfCKF`T~eE
z^&k`E1Lu+2bHCmy_>ck5sT)ag;%Q(K)47202PY?InDLAq<K*~H^!SAQi(f)-M`}v!
z(r`@~COmI~ZSPmu&!x}uvOK0C_SeD3eE?V~v6l{JX(UvF)5gOtZ<t~e1&kul|9cRE
z7CgwOSF^<f<N=Um7Y~}X*@O7g0bIKcXhLcSq;qanqiogZ1}h2*jIuS4>8Y(Fq{^x5
z?m03*Y)|gvY*Ft$0)|R|f9UALNJvf7WK-w4)~mw!3A}49p4%t6-MP;qEjD{8?PU@Q
z+0E)ST>Xr4tf&l8Xdvq~iJU%APj|IvvNJ!+)X&3v!7x|KDONxm_Kb;PO#gR!d8v@{
zRUuAHPy4s4Do7wu{+6&#(6PaPU3;TiG;klqpa`s53sdkd2C(uHJ}ASkH$z3+hA@8i
z((A*Bs3GIRp*Im%2Vg0wy)$84A2DcU{@;m7D?#G2M)bUr23FD!d~m<MHiDt-7O)5w
z5U2PBpLc=QAi0P~=(Ad7kYm<hhV`&HWSR@=sjAs`Ifp)G!}MONe-3|dGKD8=78Ycb
zP|)*Dm?qHuJ1kgsR+t?5+?KG)AWs5+<uzc&*Ge+O9x^f5QGgWf;VF9R%-buI9Zz9W
zS?TswReT%q4?@&VBp2*}))Cxy7FwAhSgHC}to${2!&8PRwvJH$J0JT<NRg#<G^Xzb
z;XvN5gxOW4-_I-JYm`FO>;rZB<J@|RhYD#HoQEnaVAEW4XBsFQv_E04o~=V1xIt;m
z!mCXoS+tM!nR58u9W_5N&n^K3j>qs^`@ahlghdvnV_zuL(*6Rf!UD3R5_a6wVn(5c
z^8&ZCta(qRbHbQ25!cp%p;+hk0UY5ndk`r=>zlklM`Z8J*5lQp?q{~pGm0-n5ymqU
z1n!3#3|{=H^k3n{^%$~2o29&J>ID+0e9C|cD3QAZltWX1WJ0=`(X#tPcjQ2&x`2oe
z?=Qg&P7GG~N&{gpqOt6%V0&q%$ae~|^aOzm_`!?nP*G_a3N5(yA-a@j`MMx4{C#+_
zcaT=0gtU8Nwmo7M#?|jm>SUf%v8o%7;1@ln{;bmi*9RYP1$4{x^Ge~iZ=gEE9ZaI=
zwd7uK#1qUg+Jp1N$INc8js{ocfrU_Z6WxEu_R)EGPd`4&Jh2bxJl8(}B`m!Na^o#v
z#l#DHDvAr%P{wu<fG^G4|8RKF5|Bt~NK=%beU4V7&G<I<W#;-t6ftVplEw~YvuObZ
z%<unx^5aNX@KVJNS3?)A5%0dS{dsT4N=IGD2az<k%>|<$G=a`#0Vd1HF{rtd$q9@%
zk8D(vja=SO$$wq|^plSGMsAbDOc_j+o(rsF3Pa&y(YZ)VVHoHB?}p<f;Na3W1|60^
zO#-VbZXpEn7cDq*Dd3BPz#XUaTHytm0IUN1tv>-mdtHg<BhfCxdni>y&Jo84;k8o~
zYUyQbk`oy0+2YMt(4E~;**pod|H{|kRYa*N=hUW2p@xm<(-I%C9lXFH36m3Na9LCB
zN+t<e&5vS{{)qOoNN?hTL{$pvvJrGd9cLs7HUM&>f)1I=w;#`iKTR8e3#2p>r^YkC
z(D06YBL9BuPr%kGg(@_z@aM&H6;1Z7BfE$`3eI5a&VuVr4qHz-<2`Wiaf#}OoggRP
zYuktF`POXHOt`;;^kN~hG;^Sa8U7#7;DcEB1tkB4Q*0Y@<=j6;#4yn9Ur?6>*(Bme
zr9kbThgWkGTRNoX&Rh?8ztDuAC#nW%WGsQ!c~5O7f5!!vF(1Zm)F?z+dY21#?F37R
zIr+8!!fG=TrHAKV&JdKpz;~^Hs^hdq^daZ>MiOqM{yjHNOvt04+qd4?TK69NkR_n@
zulvB{rzsZOXSCL?L4`uP^?19%^qKKl$39Lnij!IO<~8pB_c5YC<V-Yj7GY6A!+8++
zE<qp&6p>Jo@(0aA@&^p>+ooH{_3oL&vx++pqG=pP>uZpenb4Ck5#6l26ldWppqn71
zw7kNnE0QvX3{z9+!YzIHllPwln7sypFghNO;`RjtlV}ipmz+R@`c`xhYKTwZFL@E^
znD8l!Y_{j{%1uaB2W=jMrqNc-V)a)lqpsb@`!wF(0xtBx+ec?^(M$knaL?pI=-}7M
zX=nUd)k*h1WH_XplS4S~XL8=qDq{V$iT4b3yE9ZaJSMVpb|hxMUC!QC#Gwmjf^a>@
z1t~TJjp}YuN%7V`{2D+T-O>kH2USD-VSFl~8`=%j$yS(awwCX9wOqvhlXe;)m4!;m
z4Gq+O6Ftit8+P^phPm6tpB4wm7gU-6f;d*ZQH~h_x5;nA-w@PZzyrMBvh<RmXOGKD
zq7J76s8aqa$S;B`X5rtu&Y^svQ7*g9{@MF;Al=eK{(n|Tt+5aTQ+y=IgZF5nuiL?j
zXl?bo4_30v02Qo+GdcvTqh(+`{}neuce8T|2*I9<cYt>O_Gp9F;vGc3J(LsIWmql}
z@VUR($`uTNi^?S0=E_0l@bD#`Yy~!<NR^1GhqsW5a`RFA{Zw)Yh&ZwnjCOqcx!6D4
zU|BHOgb?CxEdlNBH=vDHfHhx@jFe5Io58hUuw)*9vU|$%vAAoOC>ur@S$3xGo3-y$
z-bs<0yW8xj4InRDQ{*4j$SmQ1QM@KTTLD+$O}^@XfqsJ%?)?QF{aaWs5-9sCpe1<?
zAhBy{t1aV5bqY|>yA0+a?rU${V3l8rqRpOzUAF>y(ZSzNc_Y>ipAaiRcVXpbC9KUi
z`VjM)$F|O<(DN4E`k_=cZ5m8R(<(yZ&SeQN9~>1vnp}yS!&2W}?fZOfQsLc85fi5h
zc^zR=y*&Lq!UAXl44<eTiQRI7%!=gwv!vw;0KlxmT5RIze8)Ee)*6g6x=uZ5Is{X@
zs$mzMpQ*^|Q6yb2TD)nYKdi82iLfW_e-b7&iXm&rXc#X!oZY0}Lrj7}?f$vOJw}`_
zQQId9@T4Jj-rKbMG-6h`s+Q7krg)QO^6#%HxKjKX_(;PVH!10#c>o-&B4%eY{8QXw
zmIIM$SRx*BTSMBG<)>b1D$%GR5)Y#A{sU?}u;Nz)%vtT9_1<@?-+TD896y%!lQ5K$
zVmMa;h)i|PLqCE^<yDh)TRoQmzrj4%1+<AF)e<JP>Y>9ol;6aOqi|k{k0ax|&2~Hi
zqpWfKtra@`v-`W{3YkNL9oOnpEyUom?J<hu4weLE%e5jn8DUrpB4(5+CQ)NGTD=!@
zL1GLwt(8_zYn&2sNAM|@ogTR{3dwS3LW0o8cX9+7F*O=(8FU>V1WiOHq%tN-cIDz>
z-BpJ2!4x$H;Y}!In$@v4%_cVs!$|Pawx`=QY<Kbu3gQtQ#N_++!b2*M%qfTGAlfal
zs>KOe4EmDhQp*PPycDXL!nCbH3QFooY2KO-*1u7xf5pgOrovT+I#Z1|xgY07MKT70
zd357B8)Zivc5fDELO78``(UmDCPeFOuDZ4Av+{l>IaIQ%I@458oYFC}Xr+c5CuCa*
zWs?RUW=~7<a(4qh6tOJxO=79QGJrllUq%It>`i?53=5eG{L(vYTh>P&@2uAgnEDxW
zG1@O2;Htlw{{0>BtPvXBGmh*7WD{Cg7f<)NEkMtb`Z9Ck{roUhwFn?2`{DgNtp#ZU
zEoVQ~M$^`bdz0BYIZym>ra&uaT+sXpntK>XBnOd*@Sb~l_bA6z(0of~KM9i`JdqhB
z>4#D9$X_RG8|TzWXx^UZTA%rr@%$^Y<nHI}yEhBe2K&e%-I5_r!OKs{IS`##bS27f
z?VBU0pwv^2ZuNPsXbOBr**dc!Kvi_<dHSDmhXWHbncG5z3QxK2H%TPsAd7oFEm5D|
z41%kDLj5*ucD0t*^O6X-gN;B^iO>ES#IOPT7lRf0Wj<-S4#uH1<&;Q&6@L)I;3Td8
zytF>(X9T8k?O`<@)3vWg-Pwp00;c&!#V*Lg5yY2+OEgOE&1rbX<52zQjcFGnb+jk~
za;XaW536_V`~tD58+pSMetxEAAelNKPP=U@1fdMFY{VGG@C+ub_Y~Li(#^d(WFu9L
z+4<D3OpqajkPNYsEsnfQb)K{x7rzkbwXDqGYA4qbLc$${&5`vz-&?iR#9ck6-n!Y$
z&_A6of2ZA1I(-R@CJeK1^!<0t!->VJ7n<Y3=0PDvKG^pHs;y)@Y#^q69In<C#DA8m
zzixYV3mH~dasE65+mI1=z>!Ydc&ZH@U<}pyf(qypq<|DIzTDy2B7mmXaqDS^&e(UA
zgG^)q5`GL9bt=hnuFR&m={Uo~{Yq)K>0pvDM%lWIgzE_vth!^?HwTVwL^T+48}Ty~
znhA5kga71`kkOZD@G5vS>NhW#^J`{G-zH&lk+bF1=R+BHFG?8(#USDUDA47NF8DU0
zDXiM#Y+>dp#96Ay%Mbq$D0o2d1dr*H15b#bZ_o=C0?NVdEf9Lg@N5|<>firtk>`qS
z0`m9On>+JX3n28M;7&W&2;{Nk5TfHo*s6aW7!p|sHSW9Xoz^ps^n6>LstF#4L4F(@
zw9fgbX9+&b^@WT6fzP5w47elL9rF{CKf0tI_zK*B#zP-aUk-eEM7+8b{<ze*bBgyQ
z1l=h8T%D7BARJ1w1WK2=tne$hR~@Inwoi9HX8fMvrBY93sn7s=>+>?90;16S8BJj%
zVvx;`7V})jRCAM6pD#tpij8ATV_=f3T7TkOD~M7;#3Xo4Q1!gm7NxV6()LzJ&MM0|
zT~eMFwWzn9Ji4TSZBo5gFXMBxJMr<X!$Wx#K^uG7@=xj77ae3T=q_$HO1CLcHU#bE
zD~|+9bQV-Os`cAvVxR@L&C8(%-&L1alvT{%1r!&P&|JctffG>Db>jPn<Y~Vb$`!rs
zV4T`)fQ(S~{=0j)N<GcmQ7c_OwdZ)E=gVJk<7^#csbLVwxFa~8b*41~<s<aysBpVQ
zTcX<OC_`!nm}h?+5-3Dg(%xl6WjyrH@g>7H@nB2omu~)kPOKDdPYP%F%3I|~^F-op
z56Evt#y^QPCPKb|%-!@fsETrgg$R{k_@B^Z%p<GvMn*#~-p@Txk0qRzU*m!NuFv}7
z-jk9pWY&l5{HCWbx2jooET+S+kn#Gw0MGrIwNo2U`qvkLTIW%7ds}pLPYJt`jutYn
ziATRz@IS=mhiofY_+VspWY~PqgLDtHn=LRU&6CLO<A!-mFb&Nz{mBK6cA;K%$vAes
zj2-2{Geip+jaUtzZwW|)w`=ou9g=_b3OqUQr-YET`5Ly3gcZvWG6!lzpX{7+;<Ct<
z?sM<JU3+e=lQfihf;|n3L2Ry0w$PKclr<+32&qs}tRbek*TyA<GN54O6@~Dka))pS
zX>e~x22D>*9n3@(M|d#`rcjzi7fd2cq;h1cSQ+j3Yb{T`L2MH0-VQO^0ZP%;ce|K5
zuOxS?v+pRIq5?Mj61}GK3t7%lOEJbt?er$Qa|$cxzksr-3^7OQlA0G_bi^}AVYDee
zo+?PHJ_T{Im+nh~!K$VsSl9<)dC7PclU-DEG#?S{WGK$pgRyLyrp;ZzW@b)}l7{Zd
z&H$zwsn642za23=|9%N(9|@BL#FqkUI(j0#!E<n+N%S~+`1lk%8kL!*p}Q8xX+rk~
zhVG~8(mCk^!dJg286wN<4l&BZJamfG%uSc~mLe6r{!@sPj4iJt8S)_2WV{MFgzJ3r
z9bheDhmZEW^fTf4c1y;{c)3v~qI2l(Ls+P|U5vO)C|^9S`v(J~M~vT2evXYL$>jM0
z_B53v@Nh-4p)2t%e1nt4xtnpKIoGBDUVa7(7*fT&7tI+}Wj-Isz8FK-BX_(e43iL_
z3FRC&<s~3aN7NT<UeVd2JP!~LHRNJz6+ej33$VdJMA+1hJKeg7MvZE}eExx@-`Gm@
z4HP;VxMoF>J{NvitO~e3$4>w}bI(Wo+0hHn$hZqj#-OyWqI|Kiv-EY&Pty66<+ZR@
zkc1t5ulHVBSWRj9ll<~<NQi?M-w*e*DiAp|UI~SA8Id{2&m}|1uu^IGK|44{U>=VW
z-vmH9KL(yu1@Qy^E?^>Al%DpB%t!sMg@eyc*>acLJ3@Y=qe_PvpY~0E!=xWoiAVTn
z864PVlO^H9NY}_dLhiHYT%B2ro5AS5uY>qA_<V0?NkGp?bN~vqw{dNuUB#(c`2BLN
zqFI6Hi29uSvo-2An+*U;T!o@U;eCT~AV_G~vnP^EW$0fiG8D+RU!>FNdygQp@tn_6
zz)C~q(D%E6Tv_2X(H{)A;scxr1l8w2q5igqLvi<G*$+YvWYXdNT?0^|&@Z&b^WD88
zsJ5Oi4_l5Kf>1Zw0(MQ!iWrC=3O$j~oSCrZ?z53`u}jM(47QkL=p_MQFf57pA&GFw
zAq#gOA^I3%AA{7FQrha*N5_-mB$h6GIRX%7It;$AB-8{QtND-v`$$^l;d8gkGJaop
z+Vg2JjL>%L*-Zobs#HM-^fXRT6}XE(3$0)ZrN5g}ashUUf=LgH_)QZj_gL5!!3hmZ
zFy5Ln(;9^i)zbYW_v_06Zy;qIv1m+%eS7G_lUI0@zaW^<7Kxo?d~5y$SEP2Xpb&h~
zUBF{zZwg5K{?1+~m;_z{#kyO}5+H_O3wiwJiqj4~@}w)Ut#0h&<bMN`yGunC<|`9Y
z+>Ej&kAW{kTgDn{LOu-MWkSVKxB`QM%e&r!PJ(juAY9kh)nN!H29lopzJ_M7PbfbU
zT#mSJuW7tR{cfz-6N3ubYGV>2Q;0k&6F*X4o$r6=2CwHpRvrv=j%Ar&wvQRIUr?9>
zSXa6Mp!6ZczQp{5N5KW(??-hmTEW=ltjq8KIzv{f&-VLI%?=v13lO+wYl_}dz>Njh
zKy|FYlc$GpizBFj;LFuMG~&y%2LSnixGamkUq&~iq}mhildXhdxD45{qH0&j9IP@z
zN`RXD>c|(sBE8aI>76<57m95|Xc;U0(Z~K^WJixi+s#7nLS3lUerUp#&^;Pz&S+=1
z@?^GcljsP0n%PcBdFDQ@%;3FZWt`0)mA6aPYMNiM+`Rc%Ai%QPi?N>T!`F<PWJG0n
zU=S!Uo%ua}=L`)>=>Zm)zqT8p#SzxG)~prmXaejNs6ERXvJKs7DS&m7RV{#r4#6ZR
zoc-Z^6-NyZQNUE)k;{~W^b;~SbU&ovN~3lF{<34qUClqt5`vO7ATYswobzpPxh{GY
zcCJQ{@U*B4t9;ZD*PZb-8Rn#*a-UB2&K^Q*d<$4@&}R>$=QpgDM3{KUc$HR~?I2aK
zKGF))`)>Xo-UZWYSwn^tvWjKXT7t6Y?RB~K55OJ)w?fzUNqxfP)2dPTjheGz04TH)
zUq+<uA2aO*`zbTTC@t+cDBlqwM3K+fajqx9*lH-1L;VApSbo0=A`J<Qil`K$FFX=$
z0ptPgG2z}8d+s&0!VQ4LUl%e?H3J-yXuibxGK{(k!E)ce>}-AJ_&k}g%a{K|xh5W&
za@@0hk$Ezj7cQ7`o7<m1jAdse8B`NiX$E9N^9PJxj+J=<)^H$8T|F2ex#MM)#uSq-
zJSrFPz*3BrKDD2@xm3#J&1q;O5t~4M{j)NG)X3t5J!s-qx+4<*K-s~!$qKEW%aJJv
zO*+CEK0OrE?DqEb8&pIr;Q+t8$-_)QLAs>UPb1P=ub&@`!W@0>aYY0b;t+03AlMxi
z>9^N44{|`F*#$&yGK#L^FS@Lv`UQ|)GR0{AQ=ecEe5n$oQIi5ETj$^B(Un<dgx(;V
z-L`yg*TE1=dKFd`WCzjXf8jQ76l`}jWPbDqumzC3t;Z*J5l{fe?|gZBHp4V(Qt(bP
zIdYW#z?n^ZWLHOOKa7G|5qsijsa?mex9CtW^kS^2PzgX&C|IxxE+!Gi-ryQwJC9j=
z1JsiN=r3lpEkP``1|xwtMQV-?WZUp>h-ZPMow-XgE|*!1-_F7MG!2<8BvRrLGPb{f
zN*?Djj2{ku<i_Yc-`#Y2I|c>pi%|CUTZ+7;CJM^pJ<!-z!J3OlYo%)6BY19ZbXXxo
zg`&aVdvYp$`mf3TM1k7z>^nbo^hY^)r{qoDGbCi0h;iavf6&q2cXS`>B5kzBC<2b9
z(SRw^T>!@@-Yoz)Mz#VpPyYT|sdQe4L08UCQ2h>1pXru)7x>_3)bJ`|AEifYSs|#x
zKN36ldR&LL1DW{G4^<VPs3r8uEjJzDayx$S7&J=otvn|@$^IbcYWJED@h`6yg+e2Q
z--k!yFnX_H?HvoeLqs$W;~bMY@bLl~EDf=ZMPtiI==t_an!qO3CY#<tv9HF%-X9La
zlM5cq7fCb{gpLqc`7e%v7nP!n>79eY%Ru6y=r$Fh{qvJy8^K5B7btQMw5Y$S31u(V
zeR3xm)=zbfXVOeSuq*~hpku+PZFCGU?n_{XX0&#ZacmJG5lkX{3`8d&Ij2KoNivwj
zsbXe`U5Jboy$^5Bmu^6C>0Q#l@jUxI6dGq9ZUs=8%VSypN<>d12KYSUNA(nvtI3_h
zBip5{Z6CC8df;k#2{t6DEg*YKC5c52Rq~S)<dFy&ONb<u_<VTH1EcAMxU<UE@G$6?
z=j4D<6={Qj{?DCrvC`87E)B(VVh0ZdmjI4WG2bpC^!KZRz$g#j;<q|u1Bsym+*L-W
zV4DEE?2=?CT}{?#)g6t?9duI!sbSwG(!2xTg=|j6ibI88Amg;lP-Q2vfKS{Tiy=@D
z()|#Rv*55IC)%2#CKmdyq!ABiG*(SF?dpNuCka7l(pHiDcMQU&y`ppI%M2d@PuZy@
zI|6Ml_+nTW<Lb#9LAK%rw7x`l9(BWF%Z1SnKwjK2HPk0JasW)O1VB$Z(zNho!{%Ip
zP;F|)wp~6mkSJcfH+pJH&+LKpsoH6ti#Za1ZAgN!QZzd5#-!Fg8oKkgfe7p1tG3oy
z8(4e#Fq-;7d@8!(Rn=I1pEEsV?Q&b<8Z_|IciX4E`6&lMjrSC41|h3BtHtM$VN;k;
zd=j#Gfx;)v_PKBPARxqru*>5O{8p2SF8qh9h?OF^)!GfGW3Syrxyf#agUz4F(}S1(
z4$RPJf+7D1Tj2=u_W-OL25f@9dQ82I;<4InY(d)aS3n|D?R+AZv)K<y71K=jt{|IY
zpxJi7)g$Ol?Y4oG91!WQLb~ZSC}Y;Bk%A+m<(q}r?IDA%HxwO34Hs>QKm`FeK&G(P
zhwL;`kgL+oXb*zhK5}<?<w$@mz^C)Iv=nA!g4L>$3C-N4i@e6c!yV|JQ>GJMJoC{R
zyLM3&zhLK=<RosZMs8z*4)LuUmg8A~qAi(qB;^79v1Q0WqLVzPHSSq~z>$GGayAx^
zS${1OVa^@+sWGtbW~(%yDTjdYwi5Ib^Y^&b9`%7l=$=d{q-w8$B|&GL2FvsOU3=1k
zp;m7L$EUd>z4C^Vh(gr^hp0Ti#<_F0sQEwblK6U<u}6`@pj^#&4v0UF@(IEb*Ngyn
z?dX)%5<om4onQbPpQKl-y;Bcr5*I5Y;1h0hD}858KF=>5rgJ!20n2_H(u!g=?_u)a
z6%4x$GipM64eVKJvMcOcjP9%!^}{wxblDK$;{E81RRCnG8<Z$w<)E!MtMhv5Q5Sjc
zbWK;Av+HoR8*sN|5H~TfbU1UNU%6%;^J)ziirFFUZT#gdWei1Xp{7m5;ammP^9z(u
z3`8i^<go0V$ODwp9RAC4)EP$E8u-AtI2oTAfZL!SF@{L6=n@shMk@TgpSx@{<~*w-
ztin3HqTaTkZ73S57R5Da<%#fRlJK=_0CQC!vkO3S=8QjBJW?#yfV@3La=w~ccdxaN
z7$~g&ewN6hx}-4(vr;`VDychIb=d2tPcV#p_SedYLIJC8^ph`F?FHdtRvMXKsEMrs
zA?v)l*W^J&3TOg+3-`ktAi^*25UP9Isc}89U(qBI_Jy@G|J(^VKqb+{0+R4YV%AOj
zo=dDQ^%mWRikf1_=NLPx8OvV(;I&QKOQwIb+-oQV09qG{B$&T#=ED;ww7p^HSR(Oc
z=#ePcqb1;G(=eGa&99!HqcisDmYlMca6v4IIqyRyuUTkB+p=`q4F_ytEd3&SyW%i~
z1XQ6HA(};mhbsO#UHecO<Z24bD!QZ1e2A0n)~yMz9EU)PPb?bf%nW3T4uIGY*v%#L
zBYVNVL8pAC=J*v?J%Lai|JY3+vkw+<ipwr+5KfH3>7FAwZw|q>Xv8=$yHvohGoxQL
z?ox&;*=+<_9Wc849ofwS521)<my!r>whl7^XnOJvPnGn-(+Dnn2DnyA+RI)6Ne==h
zlZG&X9Fg+7EKp`3-?<iQEP&N*In>=ltiBUR842e7eEQX(CYi?E8!vv8!NBS@U}M94
z>QV@HhK#tPsC@Z;+_Bn|qU`^^D_+YQ254T$t{5A&qcL3EEXq|1;A~R?{!C`Tez}DK
zQcno$H~0hvleJrLj;e<>_>5S2LOH3QI8Ylx<QwThmp2<FHcJ@3Mg@x;g&ms@4R1aB
zo8lF5Y2a(pm8H4mN;Eg1Q1x_4iKYVcowJ8j@;iiTLUB<=2}a5dGk$q;9~=3t5dJCK
z3M?3TbrMYNn6XL!_Hi_6)(}C4IIZKbhu}G=cv?m4=G){i)Z%OzAuz5WbL*Q)xqodf
zT75_$aUEf*hco~rn=!5uU}Cc?rV>Y>X}jZHa_=z7Nd!|bCAInIl2$_dtHWydBE>=W
zW0LNflrLF6J`*k4qtUrWA+LT7+WRCs8nOR>?RV?~cEdX$@-_+T-U)G`ua9oC1Z8~R
za0f!kMi`Q=HrSy8p;puXM|Sukk3v?9?`uJrHo&<(kL}$C#?tJ;>@R3w;Zb~MKXw$Q
zh}d<#ihSAg_sH9D^gJ~aPw-ItipPe*0=_%WckfL<M<IKof?BNhHUWIbk;Wk>xs--I
z3eUj&KN>b`F!<j-bTyG$8@Ob_nt>E%H7GeCz`+FQ{=9xo8iWez1V+A^Cu!nj#H--v
zid)+}?e{m%_K}-|17ffNGV=2ZW+BLtNxhA0LfB9MTU%V)1*wseI)%eE*v3cKltH{{
z`2OGU^viP;$VZ$JFR9ck?{jSsv4%mB`7ybZ>}mU`;K#Vmk!My_giKK3$)afP-8%`(
zbAgzwU-~h!_itEHR7mq*U;GFr2I34VO^9o@(&-{iwpTFd{|2oem52-w4SCh~AE9E`
z5rG6n`c>txTQxM!8rGmhGlbdh`YhDJB7~mowStog(xLm-e{f@#J^;r*Wl*748if;q
zLYubU=kQ;CbTp0xfcz>L0g5mw!lF)OTmj4nf<_uZNJxI_cLYa#XV?qX#<H(LfxVNg
z<UFR6fjIm3z!TKjX~T_yC9#0aHb=yu|3&)!0w|C~!(zS%-UlzfF1f9%@BD}$K;Z@r
zGz>d%uRZqfLs2LJG0SGgP4G`~!~T+dCOZIlt=YG;389pXiEF}$<^1BAJv3}RWtD+F
zTS<h>QDoRm%p8BCO%1JYB>td)sNUaS0WBU3ThOZOWuc0VoX>{_M>}}XSv;kUfyZB^
zTpC{90%$3{Mv{P6yawd16T^|QQqJ}i`*;0-Tz2Nd-&1g!7OAly6t?3MgckgK!QW{C
zLZCP)6E-5OX}l%UVnV@6T?!Ofn!~z;h%oV|ml4j;TQiT#0G$6W7Z^xjaF-7|24$*s
zZ-P<Uw`NM=S4WDO9J;|a7QDD5%*rm`cWQv$nqrQ9nd}rcr#;nUVec;dsK=@%G+_V&
zhnrm|0M#YCZjKn1rwQDL^>(4TqfnuIzn*9#cp*jRQ_T?OW?Uvz_G_?oz!b{sGxt#M
zLb2Z=yz^N$mLqG6AlAZPrJyU?M-36J?s1&}3!FibnuwF39LvQwcRG-!1zG3oq$U)F
zEKG-(!&qcf1YyV>ao7*OP4efhz^|o&eZh>F5rFesj?)~nUbMXrcx-wD*=JTZVW>Qa
ztZYN(J3BylfA9ivjv{hSY9fBD83<VM7eIwCwr_t_kN_JporPWK60D^mxybphgu<|i
zHx*URrp{0UKa^axqW|+uPs1W}N#3tW5oQXnN2Me7<G;*!_f!wmLR(P(kE9%@=cgD&
zND6#=Fo@2$;{Gr>NZ>pa7S9p8uQjmps(S~n63+k_YX(s8GB}%c-XKo}7x_~#+}6J>
z;`j%lfrm{(O&k}qYeyrC*g}@aK=unhrt`3w&G~bq?6k@;%Zz$`z?Hq)E=_vz==R)!
zx$>uT{pPV_o)6_v1f`(cWo=`c!hgE({bW8UTZ`H+A(WaC1Yrc0hRP`r@w7I{!)I-e
z-wUvUA_>{KiI}ci3lko$!c+}$a_6^d3{Z8q>7!92g~O$<lk@L*9;EvPy=qdH^3mZ8
zx;`+R=|$=Yz333lSm1Yj0>jh=sCp~m2@k%L2SUK`XeNwW4%s1M1%w7eWbRu1j~63G
z0>k1^gzbdzQ0yc*RAwQ+dIq!gjWn0v*zrR^Mg$>PgNS&L8OEm$2;JS^0OmWq)9{<9
zAt!(0SvJqVQ*x08v3yIqNR;iy!|W&N6jwq$Or=_?OD7lvVW}x%ki$q+_{eFM$;6kD
zY<{%u{)FBb3rQaGWXBg*|N2Y@VbQ^m(LO;F{Pom0Yyg#+yJrGLQX!~kT&Vv~dsiL}
zW&8I_R8&G^DV2Q}PfD_7$z;o}W$gQsLY9g_St=U4LD}+HQ>c()$WzIdJ=vGS*d{cx
zl=b~ydOE-NdCz(Oc+YwNeEz+UGjqG<zOU>1{cK+&K+K9$#5B1^4UuV#6AmymiGa}e
zCngK#6PK@P-rE@p|85@YhnJ<TXn+40tBJQ%Z2;`)1*B!H>BF0Bh{Dpfp6V&iCD0^h
zs@5@-aA|9`0lMKdQXBQsi4t>1RQo}YDS{IPY)<jK`{2&4pAY5eJyywxzpYo?faXk_
z8#bqh?Gs88*X<!g1zZ9;=$=Ylxk>&$@JSV2(5!d7y_g1aegqnx0IuWymzMaDr3`|E
zN8498E@EP@wu?a7F9VBN@zb5{*Xs|VgZuRV3PuU-NO!gZgosU~1ImB|R;*mDbR7>p
zN&c&CJoy%ty)Z+r_;WTDL=J*u980|}lJb=N;;(>yyo90CZO0uDsVoT}|E+Kj-`~a^
zWp2(uG>G+)K_)`1b)8X{SN!S6P%S*80|*WC=#mF<R{`LZ=b`I)f-BDHTY`OE0EJDP
zyJmdVB8Xo^d+n8;A_R%qHMnJU!7JwmB<(ReTYZT~Fc5k2=AoLC?dy-B5HW$WA|G^G
z?+ahO=b*ttbrA$>$wFIe|NHmJO1MSjnBIs<PPQ<#Vqq20LJC<8ewL3-l2y}}S`6TW
z3qXJ}BS1M{e)nXHB<GY$dKMsnqRwJ9H~z+Qm_jv?j2W>PD1TgMC1idX_QxW%M1qfX
z5X!C0Jp`d&ov*IiA|>Kk=AZKxrI&kXO-H2wL^}(2^tR+cINk5xfLGv|Z7rkGtE;$V
z*oh|l$4l-an@6e7cZYG4+&V9h7az3~vZd@BUL|69%EsZ)?*W2*#%z(;ry=3zL5|zC
z87hp{e%{>F;kT%9a~IsnuW`#=j6P@tzWG;Gyt%b;`$N;8J=-gF?4OraVE_B~kAJP4
zGWWl$@!ubre^=w*)%d^e8${iqyrZzk{3QgWzfw1}0H1Gq&F(npe(ME{C)eK3<stM9
zD5XAjOFwIf(J`EfzxTNjG5~E*p$L`RMNr@rK(0Qv_0o@|i_dLtqbX5MNBuIz2ARQn
z{02O%R;;4Nb;X%y9f(34x~R?3U;($NCXJ2^lZL?70ly`vcAywa{rm#loW_iK)eDvI
z)g%yE5WM@*OdXi0(bNgTNJOeY8PnHUU`lw=GVHVpe)J+BV#Ql>Kvm)hLV24s@AidJ
zG~yW&4vqRJ?WHnbxjzDAQ<<9{62b+xN|`Hj@1|uu^}`Aei25#RA{u~nt#4YX<pOU^
zD5#Z1)$u5uHC`fh<zd2&anIu%?Lkg#J$LVS$yUt(6K#!3=#4g@s~k4x?%0`@UUnWv
z8LD!(Cn5craq8y|aB3F8Veo^?v!Yi1;YiSBx}@Mvna%@GE?Ia&NT}o$IKp~N8keb!
z$6Ah8dc>{z>CGKD?K&+;QW%sQmA-o;JmYE8^b&`;P-lPf&AqmtL@wj3m+M-VxGh$w
z&Ft3#%)q6Yg@&0-l1dxJx6x1BSqAaak#CJ|r0Em*u?LPp6hXbT%V4@-JOz@m`bDtI
z_QEJuM<k*~z%jyt`#`O8pd*IVZGHEU0|X&FvyGIk0YL1@=M+Y}rr6t~p?s0g!1np9
zRm(J?hVbpQ!W|SskIqe3MmYUGw0{REC<XfnsR8WOJtNt0%z%b}DRhJ21Z3NMGYNgW
z2{eua-lD{yb_gTkJmzp#-x1ik=EvtyY5{b^hkPggOc;<7ekl>5=OWMyjeS)RWu)Lc
z;2p@KS5yU>?;KeK#poLBI`EBgE@=cx_mmHxQ)E5A0<?OqcIuc3*p$f)WD^bwsobuf
z1#suomBY?yZ6g=tQ6?rbJI<{5z%&gUkY%2JT^TE4g|=&FO12}OCsJarShr}d^wOsW
z5DeI(!Q4jSYj@^s=Ai=WfiA`k>81vjup_P43!u2x^*P5$<<QJ42S9pYVQOQTAXy5b
zjw=K5xBdURwe^kTCnXTwr&65tImWr4&X)HcKIv{1$u@u87R=*?W?di3A5$me*Iu%@
zG1{chrmc@n;Ipdamt7$i1^O$szgBEfn1QpZ6_jH!@Q59&y^IoA^1#qpP1?H4V(@i#
zx&_#e`M^GK@tY4Is?4)@WPkVp0ePknD5N@ADo$!XmU#h&XmzQr|7^KgE;p#7lZD)G
z{rI3mKES^54L12!;}3jo-T+*YdA3G=7<V8Ds-^z@2k%aD%iKZwE#eW=6LTF#de{n~
zju;W6oRc|iwhzJ2RZaR59vV1)hMnpflBuVzuvA+IH6s_%N2cQqHC-i`H%;|`U*{WO
z#SS?G9H9?`aJsM+$)lm;vE&AYCpy)|7iq^U{heYUbngrRCWn|UQ;iN;4i^-UJzDSw
z`N)6(GJo5FLdN6D&nwl*nNw(}eGHf*ekNA?-2~SjZ`ynQ53>H25EPD~njPdzqhWaf
zIhWOa+U!(fReBnSFN0yV(eZ<hO_R`Q?`#&LSV3pZtY__MTQ}%f;XQ{Lu7ly;tUb{5
znsPN!VS{TKJj>6P3AQ$pv@bZ8dBF-^wi1wUP67#9+NK2W1#?u)_#6lH>YCMk+gN*`
z3m=8$iI@jd*Mz0ZxX9ca$5|eYgjs8M-l*V;*AyTs{IWn8fh+9nr7V#*1Qi78*P5u}
z1<Wne(rDkZv&OhFPFddk4n^gDYX1ekL^BV~QNUI|v<q>eDzKXG7B)}$l0ZBUlPgWp
zcHu3`;#AkrMkBAF#I$ZUH3SUE1FMk_tYq^PHzD{$vbMte1{{3_=b`VeMJd@M@FPgi
z<}{}!lG4nc8@G`1JnenTBFY#<mW3qmAc1oIaMsU>yw_<n>ZJRqNiKz;@slq4F!4p_
ze6SNCSbPt|<3B5fSg3Q@X}i7s=`8^(9xBUARU22*46VRN<DKZEb(T#=9Y?C*ba!lG
zwk%VAtgDg*?Qr29^N%n~z^HXEF3B%UM!m{{cQ%b>?7pwev_vb)HcvU%M0(!bp3<qz
z#)uoRJNg3(_2Lx0njN_6QPBqj(npmjSyW_TDTOzUv|ymm>VIKQtms+Y5u+;DLgeKr
z$@zDI;@X>3M~KNkw!99u_72=_`<Mgr*Dkvk<W3~zI_+Syofe4ul*b+0b=`bq5u@XX
zjeD^Sk|VF1>~?gY+*EHqvD+UXf3{O|t*O<m1^;>9Zl1w|#%)IYsbtftOynQ6djZk!
zkc}InJi|%P(9Ylua6#+7*2CFOOXWd~-T0|kd%XzPx90@gbfR3D6t&N^<}cC8bhl(B
zUn?7{_t$f^E}x|4>q4tBk{+Nb-?}O-Ieqin`{G;Ou(w))T`x0U(sD5M<DT57TYS#T
zk9+XHJQJ_Y^9u44`pF(Rc)v4;i1;qYcx}Y#-Joojk!g!~+RsZcEIDuZ)$5~Zm`v^4
z`GVOP$4ak;oS{h9VMR*V#?e|5Z!PwzN+g4(L|u!VJy-08dA-HqS<m^yGKW^GYQJ{b
zJ7yhC5W67pVRivR^64ew=7fNY)bPN?t>ijV8Jfp8cdw_yKId_{9FtpbVZ7qCkDpq5
zjp+Dvv9brgY#E<DD`aU|H}L5c@_}-PrUT;*iE9b~r@(^?WC@1AV2?EYMbQ)V?im?t
zTD>JRWl`kb5Le@Q%tbs;)*sFr5pPfD5`_I;xt>_)=-bParnp*+$wB$-m0od={1u8?
zHGJmHzFvkY6S`kIbTZUpMvNt5SXDT`BR{kJmymsCxW$_#jA<(=eLLdUQcjIKrWOxf
z7UM6^-xs^u*miDyy?!v#GOdd=_GnhkYYVN2v#6v<>_cy@1+#g@w$ltE3uR##0g>7w
z3FldTP)K+_IZ&(soA%;vAJ@BMWzWkMuP>9h?dvau*cE)du8i-_QhpB~%(E;%Q6>N+
z<R`6;>mr>MBG668YH#TxZK{<qVq57hM6VdCVD%#Wmjnj>s=NJ!yB*@}+1q^qLY+Bd
z*)^4O%EW7guk9ls5XmHAx3=+j9x1}7u>~KE{0EFL6~65EAo$>m`=2YxJPbTV2)y_x
zQcZ;()2OmrphyeZ!vsI1sIhG+Q<@sP=0hZ$JMLJfF2bZ-LMOQF7to3Op4b;x-N#2x
zn{mm9+cj9o5*JP>2aNI6GIjA{8K+Z(X<>3w6pdAgj$P^va{L94-C{}<;z$NRyP5kN
zx<x=LX$!rlPA%gzS_V)3k^9OFz#+P8q>l?e{$1V{35K}a^OYA)`aGX!6)58ujSi-%
zRU_?G7d!RyLGa=Jx+{8}rfWJzGona&tE_?&1wz=od6+zCdY95et>{>%UD|c>c%Rpc
zX83c_F%NupiFyac=VcG-$311PxBS}nL^fopIVs(7UEDRYed49*!PzjW4vWKO9h2LQ
z^hgV|77FC45kiLhq=P;i5BA!}JsFF=KZfZH+$F*u^X*DWd!$ZMbC$fz+g9JepRJmo
zxsM)!5Sx)=&-(5uKU#m0Tc5a^U)(tf2J&ko9Zge!8nV1H8*_}D((c?Dak_I$Su=L_
z<6JEZ#a!zSh7VgF$C*%*A&XVF3imb_Z5Y*>qT>&JFfKYMmu*wg=6^4jo%S6ryyVRC
zYfX`Q3B!sPmKu9i8APeCDJGT?D!fa&*e$SD@gn6J#LLr_?L)i$yD~E`k2x~-Zt#;e
zx_nh!ze2$IISBCu@X>FdFnQpwRmV7$*OGriI1JNynstkaiOOAc`=8`<82U2s`D*2F
zq45<>F&{0@e(uAZU-XcnY5c8J$3FKaMLGS`^P_euEIZ2B$$~b*GCU%T&(&rKsPvJE
z=?SKP^g4f=MTz86hsF6PUt{~^C}WoR6ikJRZO4oC^~Vz@hMNq$7ciFf9;~Z;%xyoi
zF%H))&t?@2m!FZDD=Uau4u7fpUb=9#^ojrNUiO?>oBYqB3}22A!ii)xex;#>8`Glq
z!-&#~exU+oO>YPdlL1@|!|Af3`XOd|o0hrX&R3-6h_0c{V9h?BCTK)Bt<3xb(`LZN
z;V+bBM?4;Oo~YH^y&p#YF&&1C@}0jmCL#jd+7J6vq8kO%E1eM$nryBaOCxo4xY}&1
zh}|;l1+y5+PrKA;%44phQaJziz3?RgQ2J*NB}wu914>DcrgiT=!mljxp9!6)1Z$51
zC;a5goW`9rvO8hK<X&7xW?m5Q{Vxvj+s-{=K(6Hm*-Q;zje73%Z_CK5^+9Qr6yW?Y
zYFLmQFMiVZ8rTB7R4~S!+1l*v#(c{PwVTLR^g$q+V&6Tm;Epz==}m!YCQ5i9^n<#<
zLu4o?C>N!tY+aPAlgw7dE3JB38ILC})wf`C>f9Kfu0`Ek<r}hHh4$hy433d#Tm}on
zcmG4In`l?M6PjFSl2)=ku$4t$A_maLQvDI5ZfB+H!nEjG2Au-;%53fN^<06$pQ?NQ
z&}3I{QA`RO@(&o}pvZ0b-WF~VtHuZPUNEKhQddSQo#^XKR^VCe0jA9b5YU!Syc3S&
zb?frw(7FuVB4SRYJ*%Payt-)~8AeT2bEFs#h$YZ0Ds4lP)<6+iJ1?5<`Zys+&AGhl
z2&C&F+{&&dHoVBJ5NxC8CR=3j=X%H(+Tavfqu6l8#JcmEYVm4C&$LXv`mjDJ?C%iV
zDWHGuZ5N23I$;E<3$z=%%A;zP!=$}O@<)@9_LObgh6665F-iKvfU($99heO~4K*8m
zZ)e~fy9j-L;U}?jx2lYOQqI{2!!>ya)xhUbaP!_0FMs+_Xs6P7sR6~s?swEgY5j&~
z2&atBb|mMO!<lQ=Zneg?zP?oDD9be){Q8*TTjKY#L)!%IoNE^RWhA(lpga@hPblRw
zLA$=Pvc##P6V)tb-zuPWdXoo&ma=4VRwqmB{GNxd<r(Gy#B?tpjAwFYp;+|B&BR|e
zvJOG9Oo=JRGT#jOvy2tN0y}eN0}yBT1m;iiG*Y1Ia{)k@^Bv&WLC-@_L2ly#28(VW
zL}pkTL|4B-;NmFpaD*kj$#<J{Ih&I<)jN}qJI59`N(1$VWJv0VeX?}r&lCv?SI<FO
z85)cinJGWH=GkMPD2vrfNtCp7MH+8Fk+*j}N$b@5>4s2w7a+Z~m!~XS@NLYkOFv*R
zN~1JSA(2nfSigM$sd}|*wFJ?iBvUvnuYjOn=F1z<@FqF33{PxFF3Tm;1nn#2hWG-&
z=obM6$JA9ymMcbXKB(L$pksYrrq2+_qL~f|ZYLOu?%Q6thQA`UWLcz(*{o-;zXSaV
ztC144jh-?-mu#W_nGt*n3WS{82}9o3ppr6$v40fR8DD6;uP$^Jno}AYh$16{?-uo3
zcY~6NY_<owT+5FN_6uR>7l)628yBH-Kp8~P8-1Yr*xFP$3KY!sG8emoIEoFNzdBlZ
zk|s(bNzmI#)A=x|52=#7s6*bt0T4>`V2-zb?k;%P3#u@^UtK)|^ng++1)fWe+$s5e
zh`e1)K$BNSQL*GcNUCqj&5*>yiVkkpq26$NlOBiPS4J~zzW(~$@cJ`^5E__-%V@nk
z*`_Tnv_7aC5b_-gcOCP8c~peC$S&frqMXxWthNOG;xSE;Skt8bB}S!H_v^tMP#PzT
ziwa;NOz^q3H4&?fKb;l+gC#1^QgRu_XUr8Iim#6_U`y}E)PZ6`o^A>{vb{;ss>p=@
zx%ejcb#eX$+If9dUOE{Qy9E+35IR~#0qSVX>{hM}%BXk#tSSgNi&h6A^oUp?0il4X
z=;cQV0$ZKTXac?XxCv4HBP^`ABX;KdVGdiN&P0xd-dplp!P}ZMs$lbNd=b#Ct06+9
zQ|En>%Jr#{%Q1lChqrB|izQ6?CWy<`1wRda{MzkJEa5x^t=LGb;OKeM6|siykh;6g
zF|`7si*_CN@b8+BR++hmjzOroxj+JSFY3sV)7+D^cJcS2`3zh+ck4EqEp48=rqvUF
z>&Bi-mQjnx_rT1cZoX{JbtmdThaEP?v<Cp1486N!CuQ#RCTA&X8YU1EweS%cr}M|}
zs#wGk#S&<&ADM@B8sPu(iy@^gD%TfC^j?uNc`!$rvsguT?azy&0_|~y@uU>9ldKq3
z*W~qCKBZ~rjkq8+wH-$F>-Z0P@*SHJhrkM?&uh9{%p`0;Te3m^^X_5MZ};ta+5$2F
zsz@@sfk`do&X_QTckl%YpBfz&dasQ??$_2-(O@TS5NoPPFB#66KID3}V!TFwB+;cG
zs*zz#&QaT%SN^=nD8hM00nhY!%a$#)TAFGq#@m1He<FT`fr*=vJU8Q{WLUC$zf?7D
z9V4Q1@V(r!gKW7(?R#yQW9z>>uPJ=-PS6$Mrw{T&^b{9}1Y;4he1dR!22GBd_UvF~
zf!omQnH3&NM!u0@`Y%H}Fs#`XocA@_PH4J7_4atD(@;3SucU!WO-ALu@-LF%P8%UK
ztaUW8=9vAuw&3r5rscYub#N8L1t&x_UYlKg&k8@V4kAuhd6&}IgT+~G{q%zj>0Z~l
z9P+Ywb7*G=(>5y>!f4^+O4YE?PTcu(bn2SMC6fC1kt}y|>B}Q+rDcqp%u8c;X7x+J
zLe#ho=<3y@yPC=@g$7Bky&n6p;k!tqHO~OB0oFzeDL|*echqdJrHReedzfac<#V*o
zK-M(S<J&}hqA`S4&8r$}a~lX~W;VCT)h4IXs0b&bh<HF+-Xj45)jj(hV1#?<>mDBm
zl~JOnmc+dVPs|68ggZu#TAMHMmcVeN7rv_99P*oFLj3%ez#A~ugei(?{GV6<*FV-L
z4l@rcY(C$=`JU*jKsZUc)<5{;AD5Y;KrN-9n)1*3L@E-l)*O-D_gf|O3-cZZ2JD`C
z==Wdu`iu3yrCbA78(s-GzWwKA1t5|BKEnTIQs6`Wr}6+^Ky-tlNM&@G=RYBdo0s>a
zt0M_1^uHO<Uw=)7TK_#?HJI9d-4%L^mAOaYs(pX#G3$R`Mzk@6to%-#`*kOFD6~J^
x)I;!Z8O7!rZz3TXn12^}bM5~>7CCTZ$C*iTEvH$DJZvjlG_ksBg{oFT{{<rItN{Q3

literal 0
HcmV?d00001

diff --git a/docs/teaching/old/cow2.pdf b/docs/teaching/old/cow2.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..a4218ba30a1b351c95910b3e62181dc682db6dce
GIT binary patch
literal 196693
zcma&NRdgJ?*0yWM%osC6%+PK#Gcz+YGc!A8W_C<T%<RO>%*>22GyP8XTKV?HK4YA|
z=+SRUrFt|qHK$b7MJ_KaN(Z24K_K7S9-l^l1+p*_F%sDsS|V_BGe}$5nix1*c$yd!
z0T`r-0358W96$y+A|MNpL4=4E$il(MAWH<~U{L;D#>mdbAWo!3#LUW0#LU8~!^?|c
zVr%@nDWd=W{JsYJ|6N1a#K_LrMBc#B#_9cvLUz_JHnvVg%nb65CdL*<&UTJO0482u
z22l%ZXA?&TQELNdlmDE;AR(;9Ey~U+3gBR5XB84=6X9SMVq{?h3Nf(?aIgyq3JG#B
z^Kt`4*w|TFSVRQbMTCWb%p&ZpY$EIcAr3)S5dlG<peU~ngM_WIiM!VCo-;B1R;G4D
zKxU42L`4Q^6I(N9b0QXw-#o7W=_NaZqMe=dyAc3?swlnNhX}~V#Gve9Z^EFiXkyBs
zrUf8kA_BZyz{%Os#J~mt)_l#-&=^@?-%$S-C`zn9co1TozV-()^>l%6=0x$gpyJnS
z?}f(RP>Nk0;*b})`3E%o{-7XGDllLOu<us<r=5T7>EvwS=<M!jVu}FEhyY7YE+Qw2
z0Q;|v-|frxo9v%46d_`MAG7~uJ|Y%Ij(<A{WMyMeB4TD{`)}lL3hfL+3h1w6HocX*
z+4DGL__}L_7~N=<a)J4Z(xI+h!9`@T%m(^-fkjdj8FkK#;+Cv){9T3sR#a3iF-5}~
ztgJiu7pSbKRquW8{b7k;JRpMnO)%txWXyF!iL&al^Z9l#TieJ;>|zKw(bJF!i830R
z!+c5+8TX13EJ7^&*av-SOC_=_B0}zkUM=0&Ylm3JGm$9D7r`XDu39&l<6m1<U%1r#
zMs@tNrlYn+Olbm3wIXOuN!O%j=)U~;p45o!@|A>ue2B)D<2(t^P8VK`ieWp&M||sk
z?lhe3Mh#LD*Ke$2J2fIvUXcyL7_nR-EG>d=i@mzf8Ynlc6#kT=!KMxcR7VS9%4V)L
z)wGzFWGZn{8Ui)!Zmgzcn!t!(K-6rokRaKHUu715T4zYgKH<ONgLNA?g=ug;tOWcB
zKAvqB<X#V7?Zf#QnJ+l89AqgAJ>1gj)CDEaCt`qV{R+znqT1$2`#*;HKOXkaILeqf
z8yFin8@x{kmOp+cYhYvI^zMcKaa1{b6I%fzXA3*q_d`s7D##m{nMfNLnpppySh6lQ
zPFjrbKjbN2-#`FVyu5&a1=G7=`d0wo1@K?N{4SXP6)f+9<zK=2E?EB+Z0~~YU%~z^
z*#8wA?}FoB0RUlqmw^9+_z%Wk4gkn+62M;+0LX6`z+V~w$ZsCNUmyU;ZzRB9CIHB9
zD!^YX0LX7Jz+W-|$Zs~lUpN5BZ#=+XKBhl>On>>9{_rvV<zxE8$Mlzv=?@>%Up}Tk
zd`y4&nEvoF{pDl&!^iZOkLeE|(_cQOKYUDo`I!FjG5zHO{^0}u<pciV1ODX${^0}u
z<pciV1ODX${^0}u<pciV1ODX${^0}u<pciV1ODX${^0}u<pciVdk=C9zdcRnJ&H4^
zIGM<~I9tD`4W~Z`-~AK#AOHLl9EINf*V@kP{}RK0T=gFh7k&@Hz(1ZVYT>NIpu`|%
zr)>A%b$=KBQ&-5&*4f0?`M3Z7XEq2q+Sv=*xoiE-UO-kRdUhZS5fd8|J%EW-he75&
zl^FbgmcHkn_om)M{(s`RqKT88i=)x+xyAasHO2RE@BE&1h!`1^9Sv-q-rZS=LGiuU
zf4cO$>;KKj{C|x9Bj$=)I665Kaj^dzb^!o(miG(__$PVD8Cohi+x&M3F8XL?x6FEu
zdBS(T9ZJj_kwghY`C(_5Ol!&1b*X6hQXs`b>nkl4YBuN7O)HnAFRhiPwZBB}ua{z2
zv`v^VJe&RZ`*3=q_Y5Ji;9ru@FDUUh_%?;|!3^iS?odgD#reyp0MzH<<S0{8$Y>sd
zp$<fAKLV7dmsIa1f{R7N!ooSqK9^(9TbM3T7HnGEjQ6wFhmN9|swZQ3gq>*Y$Sc;E
z&VkLB)fZDO$`$Ccsj#x%5>&{A*&EH>21L(ZX{?S=-0|=|UL~2CI{S`Xzjj#gW~TQg
zrCXel8+#;vPpR$t1`u}FR+*Eg5HT=yy_(#)3i&t%r6fD;N^A^Xi#_6)&kcSq7ocG#
z(y}7X->fMsJ-z32&FNr1_rc|JiUyaEtV>=Vy(*pYtYdoDR<mvzs%27X@dSoB>MN5B
zgo;InZ&?RDj*-6VcN`SRi9IXxQ8Y=c2Kl{#6oW0Pd>%^a<v<VZFAyWRK^AsZb#a>P
zfkx~BO6)<zS=|uYT@2?m+MQbNP-mMszCkEan~=O6Vof1j_u%c_MH02+eKk*L;MsQg
zbG@kz8ab_5UFBJZh&AN^k_e&@7-L3=YrMTGf4tY=arq8Z$<n+~G4nhKI2!jrhN@7r
z6NTO(8M7(}J?jHd+Z-z}GZR&rE61@A9!sE-X8ty~?9^l6^ky4|MG(T(w(bP|j!g$c
zw+n$2b?a2zT?NeJ=kcbGrW_MUG+p^FA6KH|zHUjXzgeMO-|UIHdw)T3YmH#qvmDpy
z*sap>lP|G$97MS8N8+1|a!f#cCi6FlAJalP2PYs@JAMk{_t@h9)b!~Cp&3DA513Mz
zM*tYEXl8&<Dm_A0lvuYMp>LZfS9yxXp%)Y>Q17F9iBu+rhpY0K!cb5(%W$k9MTIe$
zj4rc>%~!}@Eu0WTeB3{fNT?psLN|#{?2vRWxtE}+FQ8Dy^qD(+HUR)tu=;)iny#iy
zVXj}|n?HLwDGfFIQTl_5S|f~N`&JM?E!`0`7m|8980CR28VS}N^zI}Ye^WgOi{Xh9
z4@+R*0x_cC)h+?k3+8oTx1bY>zi%mYV^2A)qme<)%9Z822uV_J2E>Xz6?x*CLveIY
zEX#my2NErit##^Xu;O|3CM-KUe}TSh#t);Zl?)V^z%&j!`e4tvj>P`fZ(&v1+P0SZ
z(y~z!qs3vTDRmr>^5$!H2^8m6vltJQ>u_hOp6Q(#dTq$xWX)X?8J07ByZ7<JZ#Hpm
z))0JwZCTagu{GK9edxDbtQfO(vA)~CYJ|eqTL8m0x&ZVtK<S(zJ@)pVU;lDWlz({4
z3tI;q7$8G)R#!fNJ1|WwVBG%-yFd)hgZBDaXu#LMdV0XcTvn|D?U?lDl!(D8`}7On
zJVKQ-3fBHB)#EKmMv1?ftW|J*SMv<OAYLlu^U|ymEtN+P;}BVahT2bFip9eeg0-Z4
zSvH5wPV!PVLIYGc;#Lk9uIb6f2qN+T*uek<vP9!5seONJ%q`f6hfKwBR9t$o<4FE7
zPIoD%G0wEJpUuyfxIdXvnS41?FZ|Mmdq#KHKfr^a++I8W&qd4cfc#IG{vRRmpA|I|
z8|(kYIrpVrxoX*NM&#A2k8De*4yR6dT%<&SJ%P~iai6iYw?gZf1M}dYc`)%{CSCo@
zg3cb+TD^QzCIW+xg@5IfC<mYQh);09mLTMb<THj5cW^dysdHk(n&{I*BEZv~D9u)X
zU+L7&ij-<kJ4)gc4DavL=cD`5Qkp0d0Zom@IgE0|q60J_R~Um8Sv-a$Slp!(8zyis
z2bgV#*@5|$+aVHYB@G266vTyO{7}5KFZWO4h8roE=Md}fJ2l1{khfBG$!yH#%gnU%
z=v4}wkkjt_l}mBi+its0yw0Xj)}n!vQA*n?gXY@CmtjZPX%V0(VEHYsIQ&6gtR#VJ
zw969f<s2Iur{3@Kg+X_A5Hnq&4F7+cmi7OaX<0bfS^vo}@B0wI`||%kMrR^oVrFG!
z{71cK)BhfUx(5?wZLK91_-*=5d|0@O&ec_&4={@CA+4=wE32!kEXXT#O<drqAPgKn
zZn@Jh-hS;0g~qy^ciQust(NHIWeL<lRn^hN@?DTS107uhBVcifYSq=OAk|e&r64ld
z-{4O`zeSCVSVJcz72NWJi8<lMr3H}2L3JFOL&`HddXM|W>YMI~=7EcU5a54uD*<#&
zAP^xrGs`>GLezkiBD{W(WJQdD4~0ZLvn3js!2>VykVC1jcBy4!V{v*`+C~HG&Xx45
z5y1jwf)q_*rAJKJ0|AQz@P{hopycUqU)nN5$uIkZgz^KyXwdwlVfYbBA>`FQswqH-
zms6J0lua?VVXC^+)Yn(P@zEEQTOK7`g8&R5SR6p)g9wPqD#~y7RS=*(_w6K+<mJ8Y
z-VUz_?kRM1wPn<0v?Q`Z4#!zQ)IrAhy`Zl6Y~I3_``t|a+sl5IWGpPJzs-X1+w2{f
z4|n(MY;AR!AMI=mm>by*nOogp^05G&p!_4Ff0A#!tP+?*JWF9w#9g#z#h7;ZeY~%w
z2H|ibB^m&|r;zB{(~~`Rqgqc~JB@iGzNHV|&dpGLgN0%T33!|B8|m1r)aD>3=kTu&
z;21!GW&*+f3B`%S&dCAN_G;qg_aVCMRRkFt*`=oOZCdDco&M>q?t#q(CG(Ev$$EFw
zWaF}(#uUWS(f%!r_04Bdl$8j|2}&%?PX+vg^vHLAzXh&m4WQG69;=4|gawR)3JYZO
zT_+e|VEM;aFhgf&muH$sIUWN52LT8s5XwI!6QSdow`hyVNCDUC*li9G+HVI9=r=z&
z*|!#b_=ayS6&DRRu>BU+-GgUreJSQ;M4|P`C9XLeO<wclt!rHd+HYApAO^$~WC9Vy
znT5&dar(T{<H5-E!N?c0Yq)!^5956=y$f>9#0J{dPVCN(#SR7<b1Tcw5bMYJic4H&
z{~>BL8gE_f#iy0%Sw#oO*br>vHT5BTuwCbk4SdGWMkV9U$I=?C#t{q)Oa?g(-TJ+9
z;Nu$~*QuYU1iOX?6_z?!*&CtE8{0(3(#p_jyU-hjFxq_>U43Bm&-#GbxBC%%vJstt
zKFPfpQPa1CTRm3`v7oyLOvrRi(Dl?^hQ!BQI+GjT*0cTChum$rj*hOuSH8BpYUUbn
zP<%WPYiqw||1-g7q;0pGw{r+a2?>dCi-^gWcB3n`EcStcz6CsESbdXy5Uhn|+$Lhi
z_VEuiTwEPNyFOLX0Tq4-aQ+b}#@qKfAF5m&uRo+MERa5H$Ri?xBn}Wxw<A;dOI+La
zK<J}BA#FW_>nFV8{@fpYiC(+fc@sVJfb}D_1xeiUL&l`>m)Nzt)>XQ(>w(l)e8Q~;
zOPhJGfzSLF)U+Poxqk37ck}nxq#yEA>-a$5kq`E(je&tFBqR14SPe*;|C|3AxXf$l
zx3gL4k+)4>GwVmBd)dVkzPQuun)J-?*yp*cYc_8qe)FSSgy-2gvwRy~Y{%`y!(7vT
zNroO~mRCskV>7pBYiA)g0k?asZ%xc8ZmzfQtt#Wag02Jc-ayw`Tpppk&Gw#=@YlRr
zUm)JRq?2FqX8p1SM*PN4-&VU{yUJs3SyT9BoVM?t?)U_E5b#b%bzIWdk&si|o}RYX
zbFW{&g6^)Ht@G802wQ9OU@fR?fWm*%KHGjhd|~#T51Kx1cZ_~@;d(ee_gvS1>+>6P
z1VKK4WfoM|tpaQz)QQ`|(%)c==TZk1@0fCb@4%QyhzQY?%{(IN_&B`y2@DqFzW%=0
zkG3j4aclBQ_8RP?g#x6Z#?OkzPs*}uSTt~_Snk7KXnEmqv8Gmx<xeHU3=b(T@soIi
z#`_kSwWCFiy$vW}Gh(qK&0H;nh3XV*6BP*qys7oy_XJzf$Eul)mbCI)>3urR$ka2A
zz}>vPdY&;XCMbSLb3L&zV0kG+_BAx(Zs!TE!|O0!S>V9kd=%pP7Au=JR(cH8_c<U<
zla=|?Ei%Cl22BY~+Zu^vM+wx9HM&JiTrjHcr&3yJvn@4+Q-9(mb=9m*@VI9fjYGNO
z5a`)CNN6*>{!y?fH0)l&AmWE4zN&2+E_gP7X5q)tY|!(mmlIt3nRI}(`oXm%p~Bc9
z8Jh@=(;ihQ`U$*Jh)UT;R>Fs?^X&#FK6t(|1yHrgUR89{HKJh!Z4TcM|JG^N;z%5O
z5G=F3%5H=6nP`aQX_mcB@uMJK#E!%|Z*-3Q)9#3mv^}JK*Qv#lV-kg_Q@YVXE_U^K
zSW`KJCgDGJ0okJ!8^S|!+S2y2=_|Kqv`?kD7EF;)<D^yw61<re>4+DOidW1V=5$km
zZ=}vr3WQ#BO`eY`dUr%T7qXs~P=R_HVJ`87s`_n=ogFC~+&%)@yq+vtBFHROWw9Ar
z$ER_<Wkv!0E^XB#I$B)*H3Y}MNIcsZM3Gq^B=5K*j+)X%iRe4!NiKt>EcP!G);JB(
zscV`j9zA+PRh<*34SJ7$xPS{OWlZ7t+t&y3F^i&d`n12Cj16xAOf(}66tH`iCl=3(
zZE#ZT>)@)4NP3`on9i`vja6)QBf|&_`Jwo_QLu58?5;3VQ!m84c+^_eIA=Ix6sByY
ztvXS)-H5&$iUxU;em$+^HHE7H(_29847qH*gnLpcb-PWZXG+#|9V3{I$Qy-bBlc=u
zE&)wzpm&VbDI-ZE_rb<CDAXcy=L~H`Cgk#6r?m4x6~Z>wWc1=K<gi$gzWucQNgYxO
zMpjqZP$!A;@mR4G<~vN~YGh@kfE8-C_cf~-V08Sd8>mv%*yD{Gz@I&6y0kGpUIw)z
z?0Cn3XK5ZPR7FAAj_J3Dhux;`bFi$)w#_I}L}|aV=a?3T1!`Kn#vko|t`W59_x&cP
z>}!$%d-+h%x1jwg1RY*~FQy3%jjFdbk-o|=Yfk$;#6FWj8+h`bOl<)#`L-Hly<c$%
zE>s<U`D+ZcXP%NlaeaM5L>ja4wZQkhuALPiq)K<Z%Ws#4MoPw<+SD%veU<qf%d@j2
z%#DbCQ@Yd(>naBLDte}c>?2>E-i<`Xmgcyeyu8ZRcRL<qa01%lq}~_G0QGGW(G$IC
zW*(a=3@fvq1X-6O!1?Bs8<zZd@}`FF9?IsB*`0gFLZi1tUEsjOwCh$rHQ{_s-Z|Qt
z2KvEl0fCm<kn42ozRbmZ-=n<`g?W>P#1F3S3vmQnumbD(C=A!8^isI|d3>Y+yT-?m
z!h+*GchtQ#gG}(7_G^ynSN*bZXkM~1;%(^AiQrY5p{gG_kG6q^#x{ULI1Qq5f+DGq
zw(~rFWy+H{`tWF6uLn=Lqt-xjgYsGv(Q1qZ=B~1wDdvuBx8SZ7?H85n&Ew}E%HJh&
zSr4Z)cT3PSq%TcS25RS95~`dRHqbFdn$V++F(R*`Evaz7&(kD#^oa)9D|M5p)wHRS
zppdi;EQ?sFlgO6&w&)4jieW9ph4Gjz!$~|1RC={vUpsB7LhVgeb3p7189*5ubO<yq
z7eiOyYb6+Q4&op+G`pr;zDSv7d#zMOjCpO_eYDo<ARyg8SOmu`k}{*nQyMUD3T;Ry
zgTh~k_X*yAIn594wjJ(3==JU*jZF`DV-wn?NmGUI5+>Q=KunK<nf1@9Z_38c7z{Y|
zjQd`IXk>YD5S+i|s9MtHTaIE_nZ9HUH}oi^5D&Xkt;F`}7T&K7iXKW1p((cmS2$}h
zl1Cp5?CXAqp@rnRX^{hxjChfX2Xka$j(1M#QW{0-lF72Sz6N2t5t3{QvI!vpIL2%G
z_pjnL$%!{oxJoXEV9R!dKM}I>I=HbF<NdXAeo%e073%3SsO(s+<mF~gR$v*+ws;bo
z;xnjmCh-#=+=$U_e)Q?`DsN!wya447y$LubG{jA|z;jzgiaG<SQ{!_Ge$lP#3m073
z$I?UkNMv2=os{gi9C#l=gfpOC9ffZI-RtvY(gRvJc(oC6(wSEgxe;`}aVLIZ>dl4J
z4uXBD1)*mY+flro(!&ZyPZ2<q)5GDdccmKWEUaorL@ceLm&RqpkAZ}}>+#%dA5Fw|
zQr4~8Z3N5^{kgX))|BRK=V2V@Qh}K~Ifnsks2do<)Ox`GiSB#t4VItsQM#Ba`vZht
zgJX&Bj#B#=@lZM-mwUn_mX+I*CboD-Bj0LakG==ORHcWunT{mOU&g9%3!z|gIRv&V
z#rCtGSta~L9ou)Q7tncV^;mSU3$D5k5}7^0f$lx)+<K}q?(m247q5srtXlKddw7gA
z-$i4dU&8x)+nPv43&+w)+gDVq12|B{q!&O<79GuiUTR=|8`N2A+tw(pIrD_o>dHoR
zUha&v8nQa+`yiZAnQaPO-7Ir1S#gX_yX23LY!xETow4-04^8XGPQiGgG7!Y=#=vQ3
zP=olSm&;+=cFUTR{i>guboC}a&xyWg;71HRFGDTNKc|h0U?WO7cgkijV0&1NiKj=7
z+Db_|*8>=DnU*(HTJSky(pq^*a@^62^%|Z7!aSAw6-^08Cq<|n#KnCJzbr)4%Blmx
zCHVB_hS}p8%AfOauBbevIl(0TM+MtPiyltGZ)_xd3ofOGD3G8&QjDcge22odpR*QR
zR4JxMq|OB3&klrk<)uAa;IrLJU6bB7A9og=sl`WS>T9^>RF1D=Dkp00Zv5osEr--w
z!RX4cq|}f@#A8Q=Z+k+53wr41Ahy>OD*i@h8@!*fo0J0^Z5AOk@z^_jTL0<F`kpT5
z6Lz}V_*mc^Xg#Ia3Hv8aLZ|TB_^A+RD1~X1`!i$$^!qe;m}XDWnC>GG%QF3PWty^9
zm|?BT$<a7l0?1&iJ3ftH2bdhxt9P@XuTr*R$g2(CZwg9kiX}X;44Ylk7K-X1N#JPh
zg%R0*=GsyqPv2@JZv>_Ufox<)EqL9xR<G_pq?aluW%5OaQKa1<dg20~>_2XtWgb(@
z8@Y51Q9<PRe_-C$A;3%*Bt@y*J(ScF^1I|QZNfQU0i7v7*N}3lztLDPeM(1i$7=JQ
zeN)z|{n{EtsG|Ksh8hRxarK|(7*E3Emr}T%6@+o8csXj+)AM3?Sqej({-t%-+H8fM
zfIAf$n;KSzK_3jbwrY;HKuw{tYUu0tnLD8Oy-ksSb<B*nZ`nZ~3zR!Hv3|`pM0UP9
z5ONpx^jO0i>Jy$R>SB?AK9kDqG}L}>W2_1()?}w536nUW*PHG{Zbckwc1B(;NH+||
zolrUJiq&NV;)KUtZ%>a*_@<O{$<LpR9g?3ta1e3L?A4S!_RzT9pH6HRGPM*r)*0Yr
z+e8<C)ys7Gv10@S^fT#s^nlKSm;P#S<=P~KN%FC;kG9(ZH@c%*)=a()3Z{MX@GMH6
zrx4^uL>>`x3LG))C<Ux>!hJp#(rns3)`2YY^P{zP;q+=f-ScxLEJ)1};rR^HWx@9<
zThvKrP*8s7Ey>he*Fq6Ft@1ji(Q~~i6l-;0h04K;yDmFG3r_O#fRCPnly5C~_~IV5
z7L!VWyc02&&T&&e3D!GcVY)rKVLZ?RP1WGn<aMtGf`z#Op=PSF^KPpo${qo7`3=+s
z+&*E-_t&I;7ej<H*Gt!QxSY9AqvD_f=>|bU(RevHmXVbk)kT1WRe=j<=dZMCZDo!5
z@1&1_>(*sCIYyP+YP@PO=1VEf=z1B21OB3U@fWzh2N)5<)SJ)}{1G?YfYyW)=?UNK
zX7^w5mGk-KlaK(jF0~=)Y8ZQ?*%s_E$DF8c-|eQtx>~s;jC<BxB0^^n2+CB8+xmzI
zb`DW!m_3a;@L`PTw)l*r{&NSi2^`lA8(0-zC}=H=yWw`stYu<c{b7RV4$RoTE>W6v
zD5F8w?-1|=zGNRSb{O>8#OG*5N-xQ;8dD#T`Ub`}Iugfbqag#^`kLrVHt_03d*!Iu
zUKC9$R2jU{;6mdt;W@iMv(!Bs0#;Z~xyFZ9dRk)elw#6zyXxeqAFi(NaKEvrvd5e6
z-wFA(*jWa(`li#SbRUC1J)VAMtpjtq5T=yD-B43@utW5aW8~o2x>7yPH-NI1M6LTd
zF3a5|rILzUY~U@-*jQVsL6IYj)s`T3D@{L-&D_uWI^;x+jI%t1hRbn}a*U_^I94l|
z6G~1t%Y$zkfz*iZRf21LbB}+FcS}iFa9$g`rG2sDlZ&glk08E{ann@Jal`4K8_n#%
zr6xVK##{7@R`YAOyQPu*Sx-afIG;`mTQC9tp^g(*c8$Zs!7$=Z_|MliyjN4-Cy)o+
zi8SmS`^=L|$c-QrqDViP2D?j#t3gZaj&L2A#mXoHERc028;)u25T}&}T4Z)i3Z~eF
zjrFO|ulTwNLz}D~DkKLm#dSkPZjdYrhtpiFE~gToU6qVNwc0KsYEy9G5Wtx^vAH5<
zs!B%c6STl*!K2B-lT{+5SE+C|?w<PejK{hecaJNp0=7<0;eUwI+E*V=BPe9xW<}Oa
zidO*S;G_sbWF(gbnz{MRp1<?w;m45-!R|l0jv%lV!)p&|RD&q}Qe?OKF>)2wK#&B6
zh!R@Qpv^_5l2|{+&hzt!;1l^b9pi7LL&2T$$JT;qlRs0-L>>&<eyA=dhD6d8P9ha7
z9Bl9u{W1kvAvY16k7W>oPeBMY8|@Yrawf4VBMfFmC!&Zp^$3mNc;LOQuiHr`(bW19
z#Nw;Mq20YrN_`w5X~dlG=<rbg0R{+Hn@H>$Cy0!durMz$jqdtN;w)v+g(R?ej*G^T
zEydC1|21G0Zfxg6ill^WIor)ZGUN^wYQe+|Ys9Bi=~QH(DxI35cX##Mb7&~;dA+B4
zgRKiT!`-p`7u&+kJN{+hgDie1O%yqP^iq7@jbH#(2D~=}f@f&l`#vLr7_B{w?e3OM
z^E$PB?0{ImTuw)_%tiNbr90p;<`Iwk$xM&GEm9_{Wb4Ef&ssWPO+~hd-ZcYcgY8S%
zs)&no@|>L-Vry7v{%*G2=I3oXd0dx|;X;Sj2nHim$XIfe*Lc(TYu#}t$>tuj3|xFO
zYv6=p(8no|a4_WO+I`)^3i)_@O80@M_txHl-U_r{^S7yoX~^h6{H!tCZ$$GgW8NvY
z>XUdAiIb+w+$x?0LgmEwAHcCW9=GtEd|X)x`&LR<WnsDb+xf5OzD!eO1eTMnDHqrF
zNZK1&+MsmySE3RIlDVm+MwpWLrVrTS=CvlBiorAb)D~ecjdj=4t7r9&H>|vo1JqiM
zJcI6Lo{jugz)&R4!SGNY)3zmwBo9&+RgLWheF18?KZ=qQx`Nd0df~3d?k<xrGyGeZ
z8(u<x>Qlpdmf#O$3TyhC2$MpM?!wf_-3^yNe!r#&D9sF2t<%kIX_5xLP9THY7WUVJ
z&=|XmK;kL%-m0E-=;Bp<v3SiV2c=pG4>15pQ%Tlmx@I}2B(C&muD<FPenrVe>vuS7
zo+RRBB<AM$9+HVKYDY6NSso}tpdE1p*&*L;N6dEk5~W%FK>oN{CT~dG3m+Y=pt?OO
zpoSzXMdDXV*y-+&@pgS=@vtxD&3SoDmu%}D{u9InF!eHgTVRL^m!xB53x`{M?G~DB
zs2)^K<7jxBs)$uNT~jLe3MvOZOrtvc67Y3N{@|2hpSF}vXw*<B2}??(Q!rN)ZY0ZH
zIoV?7Gxjb2{y^_cHgKFjC%Ie!)v|U;QiYuzgHagi?UWOMxuc00e=N(PuEwn1Y3kdc
z#@sVjlRc06v#Q}G*bZ#ktvxSY)Wu0`+~H!vO;-&*^CV-oCEv9CJSTHBG5<>vgofdq
z+zkp2I+&w&6jWyCYN2iUf_A$YWeduz!j=E@h>1tZ3w=oW-K&H~pnEbYOdccWW7%3J
zYNflDIX>+TdR-+;7{L$iQN9w;YS!6Ql=<Avlu^5|m5SXbqct9LC63l&i>j+1JPJ0d
z+Ee4&I?9}t^Db1-*tB$k!zabU#Rtn>W#L#wIEPR|N8{8LGhWMa^E1g2oCvv!+ykf@
zGVqj4!cOsgKy2zb!`NQV6c<0-4>J3TpcKUzwMst{?jN_=osZ{#EuvuA6C->hHi7V=
zvDn{lP`%Y5X7VicqkbIYJ1E6D$-}$(<ok;?vW8Ijf$B#K{PNkiqoKm6eW@2whWJ40
zt=QOmqtLUE*)_7DNx8XDS`y}>e)sG-0gg}kECbAU$hE@J#mgRF-Kl>R@<)|CVScV9
zWQHtp7^Y?J3@~QEZG75pj8#byGlf=0_+&4l)AbtvLyduz!J3;##tCl&h~olRWxv7L
zkgGhwAl?TK`QyhDgIYVryzu#Ch8WGKiW3L6UxIs0`U$*lSNp|$&z$HPZ1c4`$x?{P
z7paQ5)m}Rrm$e+7({GAlTyvkPQs{5-?tF4{*|~zev)@v{&9Tv7AE?lAXaq#+;bbW?
zIN))491FOlnFn8{gG50M4S0fSuxB$t#6|erm72_bn$zo?3^Joce&{%@OykX?>NYRI
zvQXs-1nadJvi%sO&fiMW$x%d)nQ!kYPucl6dek~95gLoB9A673H)NU;l6ylEZ})~O
zD24$4L;=cczLVa-+olNqL7?o3HT;L9`zr^G<!WctNzO||q8DZ_j>*CoCm5z9CdDDS
zl`-hg%}AxqgS0gIZr8WnMVdz+Rd1uCHM%h1ETJX{E^=7aY3I>OoDC|rUOm89+e$9(
z+Vx)SR8`x%Bv%rvI@DmB<Vr{u6C%EFwN7hi2{OoGj|6<R`h=sZwqT^URjc^z8Qyq%
zdo(s}U38P>g5orn*#C=4ub)pa(D*b<+R1_?<h9Ra#3RE+6`^1eo<{w+!d2|Cul2hY
zzjts7<MX6u%?5qnmBq|>uY%tx0q^P->78}d6iDK(PXH`vS&RJ8(bNm<7iMg(ENxcw
zZ>vGG3hG@Lp+>CyH4JzJkfbuG$q%pRYl*6~>I@G*ZVW3{l&}=F_=``bzCplb&Dmx9
za$eN%e_EgH);W?=mXO@WGNUaB=fc^Fo-qFga#!UFh1ahu`x$p}&lp015*)Wo1g2W~
zDKq>O9z0E9<|W3p!2qFNq{FIeezW9bPIY?k1t!UGWZx2*Gz4^}$b=7Kfd!FPCq1QV
zxB#Cb?jfs}QCYTq)pdr!ChY`zt)Xu*&lgC9aPhC0D3Zp-4PB~}ms&`VD(jW^WXP3l
zP^56D@_?~}YSI@cr3^$H-;c#lgPO}!>Bo;cJ~^JxEmR}=k;J(vR><_xwOvj750hG(
z;!M68`jncBCacnSPJ)wR>$KD2_Ud4I`XhJ!SCF(-cvtWLpOh=!yP$^i>C~q@uF_v?
zbE4fejh5ne;nFm~kb=BUQS!YzFVzl8Jf2~9_D44STJQyy(#9LLr7+#2CBh-@%t7#^
zJi&nqQR{jlA3h(jz|7_-qNQ~}hh&a`Htv%l=ybn9MQ`DxTxIBp>~wqWRmG@w8OQ@_
zV+NA;dhO|Ql>!4{$Sr+6*`g#hSEjsb4&?Y0ERPo|c|GMf@%(Pt#xV_6AHnfYN;B{-
zO3cCXH>-x7cH!TgSuEd7C-+Jf@JmJ5*R?(9;BLTH`#y~LbTYZi*%xg?jmfk^3zMqe
z=S9e+ol8@vI((Td7IfCiogK59d1Ry6<3?=BpEh9~<-asd;z&QkTrNtEhDzEE8=Q~n
z#0hUgfxdwfVd_d#5A2UIT<;b=<U;wnZ!n=1Gz6{r`D~MGSvo&ezIBr@SW*dToOVLp
zd4;!JH2xHFP=1i3#g<6pQE6C<eN)7t>kZu&#&<;!B7I4K_~gbFhbL2tsc8zVRtG^w
zVr=Z|9)ss5j#&~t1P@QSscFT!BNq7XNa9X0Qx~&cB#I_snEL)?y%|9}`slZ5(EH6b
zyfDRL`aMu{s7hUGiRbv_+S_U0-9_Zi^^Y20P2*<aAKHdu47)M=vDb4)P1aYim{&n}
zn;M2CIBeUZ5A7+kX4rXpc+wuO5RN1)?s_E4j2kWX`ZEf)zUm2B^uWbn#iDfNc?aK|
zwbb@=71kxIkrEx{89SQX)76{X8BRRN$4Dxl;2#Z~{R|46h3ko=qsA8t12}!(Imt9@
z0o@r?gxzXB)<z8Q0TnbPwdF?(359BV)82iuk;@^h8rOBb^Dy7+EXY>Dg%Eb%zaCy{
zdwa6WfY>1#8<&h)ani20Jl_R?dPfi#Adej>b}vV1z`*1{AT~2ZZ4{ahmQmsc7#e}L
zm+L51Ho0jV`%|PRyt2?G1vAV~S8P-e!X-E?rL{A;Has2Hf3hrsGhQS^M9$7MErVlV
zd1&>{ZaS{d*)0GdT(}EHF>ppEh^|hZRWZ)TUB{eLKdFf5D3=6dqvH9fvkqKCi)J6q
z&#P3aJfn=|b>hxl!wb@%XxNEsQ{T+hOz|nHFEup3n2fr(+$v_jJ#EkHV_P<750WzW
zX(@&YhTMB2Nvl>;omyZ*P?Mpi{{*36W(~hdMw6TM8MzOaLw};rpT>;WPz;%(l1e-N
z%<cv`p+@f|6QgGfE2a=54~JE4PNvUS5ET9K`p%Zn8)Jum7f<UlevUpq<X4{|DaPVH
zh`{~gquZkOT(~$Uc$ePc{?(D!h8Fb2%Y-K)c;SYjcN2V%od!Qy>|M1W(AW@7Md!8n
zjFnC=(%}a<?zPri-SFLB!s3fp1&8>iKp!Ak*}^jMOIEZrL&Z)asWo%a=#GixbQH$8
z`!_U~U%yBtQ={fM@9$e@rhWD_B&9zj43X#iGI&1b*u;cmFj;ol1|g)4U7NNWu(#u$
zWW}(uN8Ac5*d)TW5SaZcR1{3V@8|v{ejOGX{9KcGoNku=(I=Z8gzxJwSj-W`P7qp{
zS=UO4hSm*=R%FAlI<XHV-6kWM(Tt*==!;=3aAf5Qu{K%J+xG-WPpX=qa3v@5`jMMa
zcFU#7>JNgDko0&yLVt1@9Wm0JM=R_}_N*!BMhsm%(GR57=}V3_hSU8XeNsVGbRrnJ
zoI{<hbcfeK_r+{atQjt(!ne}=s9z(aDxulpey2^Njv#;5bd^!W-Lp=Z+Q%-K#n%%~
zlzKC<#KyMuxHA~4U?Gqc5U3+Qzg%C4^cwd8SuFW;Nm^o4cxPX!_qRBzEsswsU%Hgi
z2jKH_YgJV!y$a6a@(dfM3a;&^?CufjBMMJNvON3xK$<xw*ptPWtzdu})uzi;sY6HX
zt+}esVW0M|t}Z}JKU`h1v#`FIFzHd;HU^UNzA<qGp6I*<8OlD+?2^BlIkoAZ{+#|v
z<J(#}n<;oV);?DI!hRt(P5)9e#^4KafqVT0|9X+n?2CDg7L~Mhlro1U>E$?)+To|t
zOkDqF8)NclLRo>g;uWc|0g%RgOSR=|$x;N3qG+`kGUnQH@Cut4UQI~+pt8~>H{0pw
zqdZ3i49o_bM-JDF=1*bLd^KTtfp3Crh4l~zXEr-is5+2{!~H`GA>L`TAJl?%>r6HY
zcKZ}Z3DCqC1EY=JViG<Q@bS2isV03C9>Z5OS5UAv%eD{_*HWHD6be6_zQ=71Y2%=h
zNH5?N-?zNn%#uRiv0z1x=TZtX@iv{uR*rX`w30SW?{v3LHx?{BY&H7Y9K)`@pF(eB
zq5fFtlTZ})dEd#h8O(U4RK+~NfxQj6SyWw{djyd5@fX_or%HCJyV1^T-JwW8A9Ot8
zmww^p?;Q#dLm74Q1LL*Fg`m^sPRaP?sy<T=f^2SlNCFGJlf3FT6{t{+U$IG=bKxS@
z$J?^NwX<}MsS}|E_?je%Hmpf?+d2>Vb|HLCJ~AGplD**zI|*6m+34zfhRX7COI&SH
zRAIzcay}j|oBDDPES}93Gz2SI>xHJ&ihm;$c4(w|)vQv5RRLDaOb02wMlWZiRNKBr
zv3Y#C{4~!ZT<tg?W%K&@%QGZUsT+dPN0e>U<|w46Z>!7`%Y$z?FWKdYAjYSYi$tgS
zIQTK>D5kOU2)|$;5%dM^DR+yNndhSv>j`D-4{0$uIbsz^7%@cC5n3zvNHUVB0s3$@
z$ySL^s+WqO!VzhN%jh_YhtA4P+MlHkoz22Pqv5EY&p8KF-6kPM0*ticgKFtXB4^rM
z^VoR|m7i}Bw9rg#zZ>r|P}-w*UJw@U60-G|*ZEDih`v4ZyUPp)+9vm<W$wYza1HfI
zT0Brc{|GG9ss;NLp7`*<=~%*)qT(7(W0RSwzC!6JFh^(PDhEf5j}03oqbU^pvpiL+
zI$`wt>36CgmS8phQJcr*RKjpcyO&4#c}ND6?~Db$LqfF@uV}_6yPj~*yO25L-@9n`
zzRXaxVxYRLN^HY1j9n^FH*dVQ2Q&EHVaT7*k!*3UO{X5W6)AHQSt;$hC-0<wX$mt@
z$Xz@qs;xDi%pB^RgZJ7GJ3<s}Bt0mp{;s4S#vfKQ*s3>t>W0PDf~X_K--MPfNI}-n
z`lC$8FlO>xQNRn|P~_$)vV&kxys_>(73qT?I(O#Q$13)&it43PF6fZDBqkqWjH6W_
zr{|$;nGbhZn&8VIM>*?k$}qM*<rUs=Gm^>D%{2X{+bBuMUCe~0r1fpf@syG45LHgi
zP0aaPCy8iR5(?)#_=h?ll(yNR<JoM$`<03UhaigK2NI&Nth+x?QYQ0<(iE2N>xOM(
zj*SkY;#QL#nU*2B_r{iOKQhguKXo^`9Uvj_lYc+DZ=?PxofILeqRKJ`hk7|64sQZn
znxsj-P%v4ozBJ$e@KB$zEaOw#7$&T6AQwmUnbTz@<&vJYK3qHWtKk=er7Q2-zOmED
zFWo}8T^=?StAvbSQ3aqhi{j-rB%my_n!rJ;+hL8`D~(C6j!))T-Zw%1<T@3THMvSj
z1*s!;l`O*u@QmL~mvagyN>z?HAeR<@;MLv7ezPo1jAS6w>Bi@b6fY$$qsxT5MABQ%
z&%=i9o%AJJn2B%hdQP~~>fZEtbOaJyZdMEiBgyWkw-@3y>;U>pbhT6M`PR0Eg7_!{
zk5i_i_a}LbO1OmW>?OR}<<rENZ718vbU&V(GYI%OGP#lRJO-??7Jquk(7ZUUSE(N$
zV+|<c)gTHf-oe(A!r)7wq*Qv=BxEe5kF;JlOY3K&R`JtOt1_2qG}<&Zc_T726S<3z
zWys{$XmfHvGt<_B@s0H*(QDQcIxOQMpNw-OkgT6<+7&sg9YxAI4IE6E-!9W|{-OD~
zGO08QL=P=E7U2QaT-OVYEBu>~{v@}8>WbJfmV0o!yG+s-2Gv+~Uv{{PWa%2h;8259
zm2C({%wG@(B;)n@vOMb<>8Ajo00$>CY9<sXXyDd{oRci+Nzn7qiJV8rR(P5l_WiIu
zQ!TLPzT*Sop*1IDNOC>Ym8wNh6=ktZ-w6l4mPRaxl63Nr)*=`!VIJp9%1=;pi`*7m
zt#iLfg598t3(^RdG*_>egt}wCT4?%AtEUWSH+`yykztFXg9s{fMI#%{WDUNg<@M%x
z#!u_uaC80azKi$iS6g$wJqB)aR;`e&DSkLq{Uodo%Tup1>FpBtp>wlRFFUmv>r{12
z>R7bFE2(NqsUi6NkTY#VI!zOuD(ldNMz7@?sgNP?Ud=BP)dS9U(I1A9Y5R2R^C4l?
z57z3CqP0hoMc2}hW?i7^VVniFmI3p(*DEd3;c*C=dW^)3LG6{obd(sn`C8HL{kR(L
zF>#jl#Rk!l(6HDDG%4QA1u~*U(t~Ew)C}$7^iHm?0x)`UZE?FcL-ETNR(d#sg*22T
zBZ7%J50AqU3tHmmQYWNKOFKOyKQLAo=W!R}-5DOz<WqYvn(ga1X9Q9r0g5fQee0*S
zjCfk};3s+s_T~HCv+!k3V4r=DDG65uArW?b?NiRD1Za?y&kDvYh&E`{r^z`-Lm8MX
z;V3Dlu0y7>^6w=eZ$s)be^hsP@e1=suUES6?W(7(9nd05&bc`OQnNdydM0PK!7`;l
zF<EXl_7L|9jURZI&@)2fCYl0Behp&Q62{jb<fqrx6Y;j-a+9zPvgCjp4Z+r($x(}a
zqpiN9^L9bqj;gs5WcLrhK=hvjIbj%bl8h8C7zpe60Ku5q@|X}8)G}J+AnGFd>zmE0
zlNMJH4nSfO`{aRrH?uWf4AZngTLfFgb<8$WO>l&Nojkk*6h$U#hoqRx>+Y4ct{WU^
zbez-CTI%v5o0I;_rjDax4RzV_L<%K3w18*E#fUv;%OTj#o3fwin3+<m#Bf%)MGoQ9
zB98yg52asQFrQh-vXB%cR_Hfxt6^^%)-=$sf(xmUG}GJ`&3QxD+Yn~^N@XOsol8M)
zmbr%|lLjK%=%Fj6x&2&kjnutp0@YUgeUyNC<N*N8cIZVlFUp<W#84e8*g+wFJPVxY
z!2AWu662)k%r<;^K6tA)mdA6OuN~BGa51$8yryX7m6cz*fLx8!;2r)r6r6pEFlBBw
z(l)UW^ec8U;ZSWuBV{EizLS1thB(Um^H(g!;fwQ=n?T2t?7*AEZ|>9dq>;oMhCmhV
z5EboI8bnYOZ<b#l7^|dx>cg0cXBq<1DNn(N=auY8Tx0oC^reDm1SOF+hYt+;);BgD
zv?;y?XvidEx%=8)*2Ha~*yFs?%sk2RR1bPFhxNo#4BiCg9@q0T5Cix>oOJ+;yxvqS
zbVhY-UClZ3f-Y}MdzszUvy&tf=kQO&Ci638VLM8>Gob^nuVytEvF3C3pkJ3UZJAm&
ztroUDd+yos3VtbX-ztgQ3#cwOFX5Ym=0|dVepV1T)y44kMuPvMcG|0u$?)+3bGWsw
z_M-+HU2aM;MTWk|02kN*n1Q4o;;M;Hk@3trtX7%|^?=<`w1~PUQ=gVHx?@uKSIGA_
z0%C5zjdtjXM&ses?8A+F?-E2tvvbP^rI>wVMUL6eHiZu4h}4^9Q&ep=tlEP$b?N+e
z+imc`SDh?g9GfK%_|{7fq{nYE<q0(@iB4-6%;7Pg4pRr0mOR~CB~-9H_29Q+7fMwM
zDl32;4js)#N+4n(q)Wvbhyb~xD7*h^7>mk2jfYE$1aJ*JHjq$~FDrtz#T{tm6<f4B
zHQoY9uh9MCBhYUdy6A>&8+4t>uRXK}qwJBrmn-4x^q$YIZ(WK`sxi_|a}IPX%tUNb
z*0jt#9+DyB6-%EHTX8x9*70n9g)e&0ZJ~0yU0@Ut;u#E+^}UPAc_aUZVqjGbn|y4_
z>o*+2)w0f@eQ>J8ZPODVT`UHkY^~q=IeL-QstiJt5A0NxN@@l2YVA&cI;UQ+1hRLa
zTVWb8m5uTVK7y%`jR9pIK>gVn9>;WaqTtBZ$@`b!h~L}v(C}@`>s(-Sa;;sWVSd34
z|1jz;k0G2!C=H?X!$&6_Sj<j2y*&IYFLKG(fcXo{RkjT{je}Q~CZX<R--<Si*wztL
z(Df>Vc%?5DrOb-HIDA#cA1tLJlRtIfcvuAE9zq0R^29e<4v&sX;hRDBxumbvs`^!j
zx9kWmSByn|A8X9{Ii;4RW}Wwb$7m7nA(d6$>*$D6h~%5R^+PN`GTz}U64huuPSYA4
zpG_;@+o!dz_0upvX)Os;S{a;xxAzw^`9H>iA8W<pSK64qI$O<-;HoSTT=)YrH1-#X
zls0mJjSM27n1V`)Xs^|fU3V&1w&-Q)6-dq=Eutm5H>14%$Uoy6hVFw~VC3DqSTVlS
z1}&dT5ejSCKG>+24AZV+0zll;@!LGlt+66yEL*_HO|Lb(E*4Bsm$Rw~{l?Bru@^Jc
zN$t}PW4{i6-Ppnd<C@VinkH@crw+=oHucN2ozWqZg}=DDVP!bS7M{J!S~?PnStEOG
zR;XG0b?G>~0j)jEA$imSJYi4e=ZiWbxNVjAI6J6THJ?)eVLu7*z0t$Pn9WH~8rC3@
zt15S+%slM`tJJy$M3(Cz(|{?#)yE8gFuO?SFXg{5PE1Bx7sW<u^I>u=ZHA{qCmb?9
zNVWU;?o=iRzFKVYHyI5kgtns;8F^d;)e(>2SmqL?%u6nGKBwdE!6HnPsu=>Nsv^p0
z_{6w39=Yn#`)T^RmVNC{cV;*WzQ~2=HA;7#dv?fI`e<BdI;bJ3C}|4uJxUimkD%+x
z$5#otr6FHCVd<sn%11dFEgC4Eq`kTL^w0{Qn@YUUCz`3X5Avc`RJ}jlGuQztezD9%
z(l^mN%CecgO7e2dYr!f1h6j}W>`F+f0Is8Cc);KlKzI4_!#!)(8n!MYUbriuf<x>&
zScay(oD09`*$C6h6v%2nKnO(%B75n9Zxe_{qc6nPBrg=Mc@qu6Ya#2DC#fJ-{4?B}
z*c|RsGFN!V2EvQJy;I%qB(jbbd)HrJe_Hj+fWbq5rdjR4>*q5syYnZ{!&m(qctq2Z
z2m@C)D+SL%G0aB!3NW%$F&wpYcXmbHPOodQ-a{?)04TBI63P~mD^pttCplHmg;e3?
zIFbXkoi(@>R(KvC`Yaml4_t&}$N~#gNG`$#H!@XOL8xLJ_e(tw^+hbN=HheI2&VTB
zap3)_3jun_megN#wtX564_7c~%vf0{yRT4v9@@GJM8o1A^?5BRf#U1x6;IbRp?jYL
z#sJuhrIP7PV>{=CC(p)6x^CFtBQm3RdC?Ph^&Pk9Gbd?2p3=ra@#frS6oUc03^0!)
ztMdH>_*!+gzYdFWi-PmZ(qkp@VN7ENe(QedojV6Xzq2;I4NHiaNQXX1_4+Vl6z-r5
zOLjtXnAOkck_M!~<IX>ZWUg(ZTH%}LyKUtYCq&T2F~nFZxZppCAD43>bj^b9pwHst
z`Qk)vU!>_E!ud4WiX}vvchpqQNbDxFZQ+iI^o3mH#M`ZLTOcs6{*!;{A|?96jJh`>
zzr!wF$F~d80ut!^z>Mk1Fn0c#viFC;N|PF%&$UxaYs@#bJ|akrOF!b~Oi#fb<-@|X
z_BBX;{m_G(Bl{p+@QvGsn*8u{jd_nn9KN>9RL@|nvn`du{-WsS?HA+{Bh7f*Dh+Nv
zo)?9g1Mb7Go466MNN6#%ec9m}w$63KnbDE2JJjC(6q16o7Vwjvh39GyN;9N0c);v1
z%rhuqw$6lu>|FZ%aTf)Q(3988ue}KUMVIjhKQqLXug`&!+G>kKGfsVuyi_V<0>onL
zmV;hl!-o1@%KiDXtmHJ#7im{qAK)w<xe<9r(@KCBqUi}7D?pi=ChRK4@IXR8`Y%6B
z@!3w`=NtSK6)>S+Tk_dY)U+^_et9!Rk5^xykSnYiXed2%eUgbnY6&i)_f4$<9kCjN
zs>0{I6Ct#|h?I!!l95C6Du<JXJea5m6kKtjE3x$~l31tw<~fvDyRl?Yl^Ny0sH0s8
zGL^+m!ql2y0uiB<^*|U<+rtHbmjF$Mu&uOrNWaDuh^HB3owoLkEarvHJ>x8i`j8Hn
zQY(q$-H}T@qNz-XC9bcuafC!(7F4P_nZUtmwa;=2Nm&u@Vc3~u8r_<Tm(mp7!TKrt
z*fWQ^Ft(ADd4sD(SY}7*69dTZU~QwWlQ~`nT%(t_()z?l+3O)g$kwF3W*Y&B8-)_k
z0fE4saar+3p0Gf=BcEpX(uQ$neEQe<gD+d``yK!TyRy~$Y|0+19XuLdj}WcQ`?g~8
zY6iLv>hCcM7`um`Kb#^heC#?k;}E5pB{*=%7D2Q^RvlKtZyh3ZRj7G9@3RWTL)nSE
zi_K1zc!W&-N?7O%mOiB8)<iESQwtr9NY$j@jDkH8)_cD2{n5p;cR?xXE^qKsTpLp1
zKIKA>C!NLv8IO5C1>PqjMvgPg#c>7<*3~TRj%Fi=yLgK+*@^EC^J^G_+to*E@01q3
zG`h|^^=VBkF=Yl}Q8(-_u+iY5lQYDZkT+=8MqWcLxutLA)I5V%awh`_N-~F;kVdh=
zYhRI;%^u*T4?j=r@Mv<%I}ci{>BaP56h?#jX>-Hd525a&)VD=l*^V>X-J3kZS#b|%
zirrZ&Hpuh9&BWR{997go_Ap6)<bowWdr|3f9myOuA&TX+|JCu!`HpVuCZuhzm1nml
z(S7gyqAOuq=+rP?cW$XLVXu;;)(hT^tif(8919aUa>@hQ3#Oj`QOLn}#p?$Fbm4;t
zD;0@rJM?g3qqQu?_rRFJl-L~~#Ap~7r1%HmX)!(4T&EnYq(YON7*?k=8AFfL6Ss1#
z-R5d+g{X84WWF;|sRMDB^f!L|**0rb6~AIm1>9nu9MQ%PX@U;wOe>eM-PZe0<grYA
zSNZkFMVB}Y1GvbpBAXFDdoV>8H{Kp$7{a!l_<0nYN}33H4Z&mpYIl>iVcUmYNSDIR
zhXC;^=J6hO-k<J0pIHX!RJI%lCiwcTMD~V0$rj4MFLtpRR^AbjZ*G`0w)BL6+Js!B
z{XfRuAxIZ4=+Z6Ylzqy!ZR0K5wr$(CZQHhO+vX`(_4g0%?TC&Z^l(S+L5_0A&Rn^k
zE3}@eGt`$BCAL;14vo3k1nRbYZe1;ShTMt=z?HAnEx01d#jkX*wh6Yw`*?3%H>G5K
zwnfi(^B*VPj7aONSe&%<SHh2UC}N^gSB`}z;OL#?LE#UZ{j8<X<8|DM3BWAwREm}3
zo5}HCKkCzk1@&ks*omj-sPX4)@J0CaPP=97+Qfx=I!Zxcy4wJ<ddcR}OZJEq`tg4Y
zMH9tJqNf{rJKtL{g#jXb?Yy2c4BA8}bs7*>rOz-fuVCTymnbze<yqbu&5ML)@hcx{
zB2+JPJrI8gPILyq(N*}=EXM1yzg7;8QSBSxTk*A>CKE>|7w!li53pDyz%aZI2f@jh
z!n+PfW(*NX-|D)CjKO2`)%%!~3>h#Rpq?aVnuPq+SDR#O+VXfSxh$s(LfnWHbNjt4
zmIaGUx%|3za}ZF!k#INy`IY%v`7N69%KUl5jt1OduG*^=GKIm5ZeIm4iG-5Uy*igI
zhaJoLDaX22xJFZTHi8qW`wzZAG9<1$yx<syr9u<YY-`Jv0ORSoZPrDH0Ui=)#(kN3
z4cB@36qP11ud0Z?(0pW{M>O0WPg^9HMA_J@@pS~UpDJtQ!MR>iLQ8VxR^QBrc2cb2
zY0Tfd`U+tZa6_0nR;(OIDVFgET4kX(2vb*#8IL=b61FB2p=t3yS<vrw=%bw+un^1&
z3*>0mW#(&N1*#^@c-Cd-3lFys7<J2dySVyoF~;4cXw9<O-W$d|Vt*;N5(?dS&4Q4a
z+?&xIQ^77@jhCw;RC}?%FW*B&vF9Y)p-!LUyV&m&Vpl5|PFbwRoEFNEej@i%A2DB|
zOU!4VzDvBVG_;+uY&84C`5abRvDxl1{rT8+3;w#kBfSVrJUcSe@K%KLyTZawKiNB+
z06gb>WN(UdC_<$76u$H!E0bG@*Spg{DR?WJ+=db0e~hJi%L{HIrFY#s$rH9nIeN=y
z3&ZZgqv%~W%CRmZap>+ogtb5|Y)=@}&}Z0Ppt~ku+KT9p#Vp!*xmv!sf|omVs}|$}
zztqd@`*H{s_67w@C#GPWU~Cr;Uown~8IQsuUWb-^*@L9LxA^fwK5_U}>l8bEpt%;b
z_-=R?=!NKoD`{&M5Dl*lohKF$PjO{<8&d|!G_VoE;s=gSA4tuOSI_K9S&Z;!)k>O0
zO67)m@#u_j8B{p=txhU_2D(lgA$<Y`#yYGb9wYt5fkFuv&gnm?w`E%3k^kNN6N=@(
z1NFl?xV#G@x1pGn+?0n`=0I5D6!QmgE+{fiH64tUc=vLzr8MhW=Bhj86=)ZU;mqW#
zkGKzQcqp&A7c1(}2`P0m(EB>|(%DO((5+a@Km==Fog6a$-MWcQ&|4o_HCmu=u4+0p
zk%6+~9*FO<H5~fGCIFqMEyOw?&+5JG&H<De=dB?~9<|zF`ggvgFVRx@YvG>lS1Tbx
z__6<9QXa&}RoYgn`hxSZ%RK-K>%{8Z8Z2r+Zcnc(X!AYyoh@JYsd&%?3m?9t!53aI
zVMk)>-Suq!U)XM!lFC^Rv}`6-k5F`V`E70Q_Z%E%M;;UN>SOCkswMN(vepK4p(#C>
zxJYT-O1G=nDjeS^^`dc>`|i^}*ySE$#zZ-Zcniq$y7R873+T)&U%RQcv6cprkAIA?
zx8=;zq^51%QX>%3kc=ufg6;Owf9lV}9P9Qxu=HjNnzr)yWKabMEp=HBp=HR?_Ssp!
z6ciYG>}r`3HxKV6RpI@{U0vr56=mM#Uy?*{M>Rp`#$a=deNBICL34f*EMqZ5jWtJ6
zE8>h9qY%7O=-yANQ84*>edQfIstw(jS3Y^0D@9&FxJ}a#Y?*?n_(z`Lx4zLZ3Hf17
z!KXMv+u0SDV{u6>vZxrz)|VSW4#BVNL$SiI8;WR}rORSBNNjWM{W;RXWaTE^GAs-K
zI5RQPb(;()awc#IwG?m}<q6`ANXhp+1^J=^qczg(3I?>{^Vt)Z$2zBpg(FdkyZYeY
zzduqxDRrA}rCP=3!U0~jVmA~Yk`~9Lx_l^rajlS(cP_Kh8p<;MVjW{90nE@rh`tsj
zlxg|~bK}CV%tSGEs;!E6m-^=8>F+vKtAd)2Vg1`Q-N-z8Y`1%LyI(e3A~Dxj)(>{|
zx>Vmzq+{<>H*N0)_J-k@MoQab`dojOBXER^2+WGpoWdLpXBAFu<j?<LE-?04SJj)x
zPM}A<h>Px}GK2=F2^O}c(?nSN$&NSbI3{<QLsW4k#4is>87DPUl*o5tr$sKuHh9<~
zO#VQGza>9zN6<jyWVq6L9xDx86el}}i^NZw!}H4@h(o+Gt4gl~Omf*pAnE8xM_R5I
z!$Ye{41`mWuC%i=2`P3*iOQ&|{za?GObX+FST6Q@rzDQzrJ#soz0@7h%&_x!Y`)W!
z1iS})qYM$OlTw@M!FaF}4i)fzjcIL(y&U69Lu40`l}Nyp;V88vB-zjoGv)2Op2zdM
zpOTojeUx6DU;;m}d0zv%^DKB~87;qb!iYWVFK`8<|2pFsg~A~u%*rUg%AEI&hBhDl
z6ONEs+3lNvttJWdTN>DG-5FNngSqK2qK>2|xe#7pDNlO}+sr7uoDddC)S_0pndW#6
zs~0FFYEhX`nuy^-#l01#MJz;YNPx>8<!dvL3>_1tqQVrc8cg=~S3m)!cbF~9MS!L$
zNyBxc;&K;&cK%OWJLo@+dgMB+#D#y)pGo14&~nYTX@RlPSeN_8cQVvapdh&w!~bNc
zD9vW&e9;WM6CeZ}t1I%FiR>8WWkLGc)l^*^BCIBbT+h3FQ7;kuPpp3qXqH0A>VVD@
z(R0N#)V$)+(%Wn$C|z*OtTTga8w&O0n4SQ*Jd5kAth6an=@7|rDL~sXBk>XyR~ICA
ztIkB~mDBCd9P|wtYHzxcu=WmtM@<cFFiC~zSpN*(fc<>)oQIKu7APw~$b1|CJ20m;
zQ?n7z_7GW#NThe?l@D3QYX&{sbEcWs-ggibhishW>vBfMwL*~<RY|Baub6#KDun@e
zrl+WI4oqW=0P`p?d%G~Ti%GOL{Gi+f&NM-5;@<`KpYDFRHi3x(oA)D>dX%vf0-Fhr
zQ__4^VF5xEjgagM+)z8etxaU(@7dG|1z?klcIO@I2V~ksPKjaQ{_N<S;H-f@mFN9_
zO8CNoiY24ttIkyDk5*6V)3a(9GiiY}3aPy~<NH&AlJ-y0=X@kBYX?sZ<qfFsJF2|o
z(jiZ<@HJA^@B65-s!l!Q{u74`pF0MAfH&f%tk!#zLC>au`|Z_pRky7Ru>#p+OjW$5
z^l`D$^w;2|!UQBLAF%irXa8H%`5R=w$o6XQQ2v2kK{U%6SfCxotpG`~mo`$f0lSWA
zEZOmRy0p87lF8HN3{bo07M7$=ie*F41!MUjgV8I1*m9oKzR$V*m1p}+gvCz)oM?PB
zjS_*8Kv^fUZx`xX1X|4WGQAm5A}WOj(MQ<*F>!x%-%wo=pL;qg-RxPqVK3~l$S@8M
ztpVqVm8>zXJmj5H>v1}fW>?3#4flju1SeS{Bk1KR5gS0%tRh?{b$v8j-f$3PONHA%
zBed1M190|R@GlScig5V246d^J77o0a$?lh_4B2HV&@TwAYD{)|$F7X%t8xoUb^Vsw
zBcfs&J|J{0bYSEekdlTsA^G!GV&G{+W=P8>OuGBDI<Vn5zFl7x4QjF41X0AkZGEyP
za2|{-Ddo_*QG_IzlV&%Kx+W8PJRE7@-2iOLq}C0`F0G#TJ&H8lQfOl86%l`gKHE5r
zZl%h`unx@04tSW>=X9;#lz~~t1s_`!Nn5`<12qv`sy&aJjt=8pVh!j~&D@RK8__VP
zj;GQwm8i8Eo&$-SmuqSJPo@H%HzFgRAjhh{AvGMT>4kqGFSZt`qJyBri-im$%2DqR
z8<IN!E=Ugt^{a<{wypv_RKH+twOEmKWxTa&yp=hTyFFp+n52_LzGi%7EZb_+eV6vR
z^+aCVvevn}D;-tk--Glq76ms(ZPUf{QOvFO5@wVY<{8+Ofs<^PvS^f+=`9ALODOY~
zV1m8fpB{HaP7PIZIcc~A*+?fll1xee!3(eooscBF#<3~Hk3GUDz$fg)YW9{{YFa8Q
zsvxfqJ*WX(c<Y>dKrK<X^cHmkN-WLRN$Wz9XI&3+ccu<v#m1EgaFdZbqq?{;x%FMF
zqzLEhBT)}hn~4nzNVvR?g=bgL6X^IR+Fp&R*i|6vEO^&6w>Kk`$y@E<SrM0trrkB9
zpH&R1uA)%5KrA_IknXU&nq^se(r)$+JZ%H0YY6<&X^a3TGQ9&WVoB7e7d4It%VJ-5
zmc=)d_XkP$B*|IP5ur#1`jWt0t{7p0Zd;;1&-ibVK3(CW@k=;lG^4j}%Eue;-eMgq
ztaG<uo2u3$FGI=B^<oc8O`AP^+HCk6Y7csHbmO&Ir{2nZE(=hvSD-;q5t5f5C+c_>
z_=9?s(5)--wk{@~IiaJvVOCLZucY^WQOog&=K5gTS3EHGv#x9uNmuv@BOBqVJ9TU;
z_@fCiOo94g6kLL$*t3#Ph*947WJRB{@z!Ql4=sk3TeOH&$Cu-I_5dTA*hbZU8=Rd2
z3Fk=mP{;bkto%*P#zg`a1GC!wHuy>cPz2c+<D=0wiZ+%Ad3ZhACurPS<?yl_guH^B
zuBSu&(hG!1T`zpt9^`S#YuK>SEMj|?Nm|P}%7Ixot0PJ}59_Sba~?#+Zm5&3lxVD-
z1(jHWdKBO3!dD6pL*M(XZ0BNuADS{H6jucF&ya+Zo8aiGyHn0jC8;csW<$ryW$a~x
zJ(lwQFt=jrvq^@|vMDe)Gedg4uzsIaI*aIBY|lT9HddrHjWm<lX7Xh%DVgkjC#YvD
zz0ZyT-GtMBeXmkW$I(M`1%hCI@6ZFwoTXpYPX_xsU|5;O@{1HPjJkM%DRQt`H=k8H
z9>aeN@4(jG?IUSKj^QR_Bp&S$pVcP&rLS$*O;&Y~IFW`<dg9gvjMgbvA9a0q5eGIm
zLjgUPZ{J|{6r&Gs7EHd5j6k{eE-2>J&SJ>3nqeh=Pg7dAE9t7p;J*awuL;_xHe<a*
z2DLVSsv&oIJ{kH5n%|dRjJ%&?x(J*`C?Rv3{}H*&`Md`v1kibVabl!D^})i~wv&fj
zwG%2+ps`4%>fleeY)l6aXwKPzl!ae(IFgM)^LJQtS1{*;%pYVYf)<cF^<bWXEflAe
zDlA5juLoWR7Bz-xMJ+s^jIG7D`a^Y~>8tPxX!g+w;=xAqC~ICYGG{fYcM>HFqXXl~
z3THbuBwDQWKspdPraGdnpeim73%5I41XA}%2urw6fu0B*jEmLrrm86SzSzpmnpj7+
z?2w{-zf#@kbZQ!@YY#i;BjTa0keRl>82a`|(v-E#ZB&tAQMGKrU8eX__yYJ_+5M^?
zUt%nxQcD!JJ08^DaA<3dSV4k<9JCiJ{$jn?6ADNsJl-a!f$P^Yp4*N}jf=>-2!czg
zFjj{t>3CXfI2><5=TF_b!`EM^;hEZ{p3e(SbdOoOqzQdCN2pE+%1F`yd_UV+YpI=u
z^Q~_x=g{Upf-9R@#X&9?E_pUL8c6_-Z=yqj8fxPptYPb>W;5pk|D`0QVfUs+Cj}8%
zrC|uo1e-Y-ftL1!{PP?)IQ>xANyy2ZSO21$%GoI<({6Hy9|t<!2)PrHic9UwgasNg
z%pE9znfNzzp#|aSeZv(CW--s~&{NjzC@BzR(uaL#T<-|`o@eUsOu1XKAU@n(qVK%&
zDF}Xq_NQ(ABi~H?m?*(WDiSRN;)vBw9$>>BA(X^+BbX-h0E;*=2PrPo^c<++bufGm
z?T;-z&8W5k@X^Nb?7e!Po5>~S?H5gc*DVmI%ci0k){?O)`dvA;42ed?*5HY_rt~ZV
zqDxk#7fM{GbM`8qLLDyOM%cXXgFQh6d^X8AWF2-6&;1KaxTv(|0B&)D`gZ<4>eVRD
zZE_8V&r=sO<}XN?VvW8P|CRc`ipmBcej|*vd(k}*45!D<7PKt(ed@m3xNj_~4WwI_
z@^7XD<tvWx>_n+pg^+KJ8vkSo-}s*f%44ly)`$O|%M;ZVk;_%p=Bjd|dDhNqvf)#i
zYJ?fy*;i!HUROza;no{7yKWBSN5$wfCjUV+_%fSUf-M9;Wx63#Hl+lDYpd~E*^x^e
z1TOIFqAk#kCU^v>sM*m5EZx4(WF6e|SCfCZE`(~AjrLNQqSv1+v_Y5I*H}cXZT(u2
zk0!95=d4{H$ez_@7hZ`qt9nNNG#wJbbJWls#)nTi-O_01r0!CoW?)58G!G_XX^8Fu
z>8VX@l<zkxX|)}S)+g~LcSujGkvsv+Rj2{KtWX#TuZB0DT8b)VT->JC61_}|d@t;i
zqGoo(WF!hsp=^aA$>~-@`PPwc^tU9Mo*sqH0jC`8ie=Ja?8-;hU)tGZlkuo(1`Ra^
zpZ5++JWFM&X4_)F+ytXih3=XPV!vZV;09{F(sQAQW~v8H`c{rsmerL(#Xd`Yy#$YI
z3%U8RJ;9m|wJ*5~Z0!{FMw;u6u~c)SeYAx&zcDHn0uURr6n1&awy*n;Rt{g;%E~YL
z<=80=3}_PM*!Xye271l_6B1(cUT+yY$|94=kPKb+;@2wLl){SBIVn?B0YPDs>;!j?
z>5)x?ViN3TTf;!LIlDMzr$=w&lLU293qy%HI|Vl1lf1!##xv>Ba@4~$W%`(guDIa2
zK-9pDs;w<uWSO++Ex`OAw~u&D$V0n`l474w_XKI{s|~F(TN-a4cs=$wv|nTJn2E~G
z3RpRRC5?(fXUTmM8;H{uk`9vT>y+kIS$wYiI*1&yW0h`^$kLyVuX~%y%;OWov}gPa
z=^Je~787KDul*6YU@dTq;KpwVSEOtewz^vya?eiru#JH#@$SM)e$nh7XF|w{SFCRe
zSDgs@Y%uIs8x*vt2LvIRZ~c4R9!dWOBXpO~e@1WwMn@q^)j=kPer+?;Fh)Q_vxrUB
z2$p^a5zFC#wD@T)Cb0g)VL&G2{56yRf=ylJorqO6F131xq5pdFqvkq#ug-@n8>IYX
zf@MBKu#uYi0RLb+MR)U?oxAK6au-Dsxs`AU9x1$hGLDtEm+h!9Ke3V4b9~K{RwdQ3
zB+k-IzE-|bs{T0;hLEW5@-k)Kl2Fvn4MI%r#_A8vr|5)`ooihZ`Pb1sZ?XbOrb}R*
zix_1N4lebKwk{+rGOWtF4&E=H(jBdw&y=%-9#Z6Bp9mAlY1O`qrYLJZ;<Jt1#<u}B
zZzFF{IT((J0XaVGIl|mhh&YgHLhz}8n_|&I8h`Om$@HbpyO~qDQqC7QAWt!sqL!S*
z{5l8Y(SgBkL7ATFt_csBnnieT2V3A3g5|95;II4L6|;_DlSz17ilmQATJ9gW6i3^u
zatl17<jvkF@2j<}b~NQ*iPcyy(Qf&pCAfrVX!S79b!n^_vw7ZtUiJV@`->ZyR_qmg
z`>1Dc|EK8K4S|gp-f}wx@uM+4P{VUMoJ!%+{3LV`c)fk{W(JL*jqPAqO_G(gimaxL
zGWo%(p-g1N)ja1iYny|Qx`@I@Sgf@p*CpgECI$#elI~l$CV_Xysk~q=^eR=Dy{qlk
zG>E{!VA?PXfH1blp7pIFJ@?uzrxYxOrLJf|{1{#rJAJ(0pzXhIsr_nh^jk0eKU>2n
z4cgwA<3{-95#DN$ij-N&Q+rvds(9_L1Aa&5hOD{Y2-3S<BSv!+TrAa7Sq8776#(qM
zKRmxD2`yeAT$}N9So1N@>E)~+96$Ux-f?E~9V6?e%1|3fv>z$rsM(`_JkV>yGMoBS
zfe+Q^!z5#grs{$#2CO*Qc9ZClZ?L3%Wvf&vhvcixJk@<vlGf#}M4u8WQy|W!GvU^O
z;wL#gQ!<*O^Q7c(wPfab<m}hJf}?jXu2GnK@wX+zmLTI*BOAzWwuJ=&>o6T<keLNx
z>%+TEq>~t6pG!N@8hw`0!P#PJbVd3cRf1iW1*!FDgoK_y!_!{`%eRCj&3O9H#mYV?
z?b)i|f6O(=D5ND5kEi?-HEFZ{Gu?3cazLS^1I|6?cSp0e=Rqzux+$dl$t^QbLHF#O
z&oC@EdxHUm`n%?J0K%y2iKt4ctPFz-9=22sQk%yD+o7Du%WVcVmXLk5YGLbo!bqps
z1q<jXwL-9^U?ZR|NnGCYP)Ryz668Ro@YE|U?{(rffW)8sJzn^igE0>H)<h{8**Scd
zN1n0<X8CpxJi&}HFKubW=z(N-)!6TSqaLEiSKG$56eg9VZ9gUY5wT<7EB%c6VzZV>
zjEr^kC6mh?G>h`TuWOP!rYy`Gj9%SLmON4%MK6uxYP7koan5NNSX55mmqvPO9>k11
zU3&U{%X<<tQ3!a<w|1*cCxKDzCLiz<bH3H}vuh5R7UIjWhW&nT&MlH2(zCjlMqYE1
z6uZ=Mn@H!k*LOyDqyBe6;50#h+z7UA!>>$DINErcfl@Q8<~E+DB;0jvwp74($V=_%
z>hw>&Ei9C0%xGjKGgyRZb$8YCetdl{Sc9dYGRbCkbIun9dE5xRU&aBgHtpbfU+e-p
zxaBC=DDZKj4;8cyb~14-r&;RMjHe({#C!k7TUW_-x}(!~I`2(ZtAV(60!G)%w<i|z
zemDSWn5j{>{qY_Lnc{G%g3%u?G3o3c>>pxC`G#UXFBXlKEruTzqo47)mSQT5hBs=)
zo7zr(>IfrTXUl#X0)Z&+<D%!brgVwK`*dn5)MbNt@nBjkm)l`4Z{3zd+3kxSfM17r
z4I;N@M$G=y-eI?k!5TV*S{CD%dj%zc`YxmKKH#SRe4$E~2Ok`MOoVxE7}ACZkBBVx
zia+`dhA|4oG%4#_!<i1rG>}N`L!NYYx1{LVV@D<8;XnboC%Db{gF|SzfeJPg1|E9Z
zh7)FO##>Lo{SzrYmSW6gS@ham2%w!lw9}6iv#HvH9kre!S91)$(7xjl>J^@JUuX%g
zn_s2db<64tjN)nTPGl=|L%cR)ODtDKYtVlgQOhq!XuIx$)0tEdsHUa27g(9RaVMf8
zd6xl-;b@v_EyL?n2X?yCyq8g_q9Kp)Tpsh*ltDl|7MwF<r$FHAiv62W(MOV}>r}uL
zUM_uSgWU3mEoOX&@NaZQBvta`*Rv22ils)T@R4-iy-uTaIXS1WzBhj-aNK;tMeQT;
z-)qM7#nxLvl`*QGznuWFLOqfN4*3OV3$n;8o8h|849z>$7#>NoRTf5m^D+!OWTw9K
z<H8q_%|*5J()v`>CEoMyl7zCfdov#94z!pMdPDPrZ_FvCodcXaGiDgM7ad9-voeyQ
z1pgI8`lcApG}$Ks%VvAOA10evEqLmXF=wW1*SXhM$Zty}t_ecf+;USG+~BUfR%v9v
zUf9QYR4NYX+am|KDDv$hYyIkmYTUaZ+)ORA^!(|-9zgT{H(fbV*pvhU?I<r<lX_>Q
zXPDrQOtD+1JkL6N=Ax^huyPvhp87(KVymbfAP*GElf*T__f&-S*!Z~|YABxvYjY)k
z)<bsxlsW>JRfiv)Flx6c++wiwgd`Q0plYC`2pu_8vt%y6+w0sB*K#<{4ji}rLB?7(
z-*<`O&8n67PsUrC$2q!bkz}^G;PSW>c?u4-6e`Zr=Y1=B<eHI0h{0mSQ%&g>+kY!x
z^ZBKl;Nq=#C7R*1QkFwLO=)<uFlZl(!m_Y)Lg2&V8hSAz-bO_f9G6slxM{Ws<Bc6`
z+=LMf;e2e0nI2OJgoARW&yoX`CIqo)X+AvL9o^`=t)5q~l-(S$`)yK^+|LClpS^K@
zoIljHlpmq}#653syw+XJ28wQ%c>}MYZ2xRKC$XWWBB_lDl?FulI&*^QVSE8|5f>25
z36;3EpW)Y`fQ4R3@)9F<J3tj1t+|-~Apl@KZxxxP(({Yuu&#&I)`ky#YV&W<!*?)v
z$wLY6G7}!O?U>kcYGAc|bo@|rJ&QXA&cPWS_Dx2#oDBfSPkC=Dya9ugMws-1F<->@
z1OI#wf`VJaU1drP(!gCNbRRo9bg3g8QWo@&hOi5C>Z74zP+PvfA?gm2gP7f<>I*oe
z*>#aRJXhWYL@{Y#yHD6}&ytl0(+YzaT%dm=EGpSNs6hU)Lg68=$N+H|ixL})%?Wl>
zsgamS+j_HILWYM%-5PVd83Umeye|0a8u>nQ{=_5r#?p--YI3=oe_)57Ad`Evqb`34
zlnupAud+PwEK9<W)Y%&P2t@+gJ@Y*@R%{fEOcJKr`RetCkx63ykl+S`5k?Zq#y&r^
zk19>MJv4l<0BUSb{y0fFO)Qz`HHVC=b1b&S+M<pbvN-EYOc!&d<<Hq8g+b;^UzTNx
z`!R{`RTJ%10pw{9C-%R~@IJZmc=z6dJ*YI-USDTS2S-(84U=Rud+0ty$L4_&ddpwz
zoE$}m<Wndm$w+!j7l$83l#GKhl>Mue(W8jel9uE4h<Cum;jx>`IEPwal>)Rl?`W`w
z*xcVIHI;z**CNFczDJ=NLMfuubPo6CN4b{!MymBD=)7M*03Dv#9oP_#IAOr6@@10I
zj%pE$ta0>AGLASElP6!jeqQAohWLL@TcbwJ+m$VADw@UOve&=|R@xr@&Hb~uJ`XIe
z#&NWo+$Fn^!hT_ezouhW*-?^0W96%Y<M#~;sw~9!D9Xb4U%bppFk2NB@P6i@LEg36
zTF90?q@NSXKccLB{LzKBN8%~3zIfkXoUVO2?Ezj{P%ZIkMsd2`1zQO(9asT-rYCJ6
zi(bY6<&yV-I_1aYs6cf}2KN**=OycuNFJJ3hhGmW>RmtD1TuNtPKu<X!Vt`)oTvfm
zZOBc?fTY}h&>O56h$%KYv*~zq7ti2nj=8_AGHHu+Y2SET>sn3mDr70@H)5IpZfoV9
zx9eEX?DwL_=Uq)f94nCGlDEzC*R<mr{T;p>@C}hF(~UEfUngnGW3GQIqyxL_jgXKb
zUP??@*$_+Ih2moe^_7HnN@zRu2iZ&ffTnjKtp4+Q#twHIba}~itt`?*f2iHl(9O3y
z<$keCi^^G<VT;%<xOAl_uHuia7Ej4@^hV0gTu@Lhj@J5YhEIHswaDO=gbaP{TX~dR
z^{hjvg{|s<lJ2Xm!H6kFE&m)r0$z(?j?M{=&AfpP_CJpFjq(+@m>Ph01335|gZO-@
zTsfiA4Rr?q>#%HjTxqoDS{VEImFPR{7He@)8#LFm^dNS1@HijNbrcY~Hf&X5!L$3x
zvVEb{pk$6p%%1Kcx^voDg6R9)LLq5>oVCtX1k6ysLed9oS_aZx54}gq*FQ*JM*y0)
z;WAO5ag`V_z8FFd!p;IUvr$bp&ohwhNEQvdhj6d?a1!!~Cy&jd|1+)MgSXGH4CwJb
z6_Qx3kcd%&Zg}Z<l?EvTb<~>o+%Qz@H9246Z!cROU$GlJzU|+WA(6LOWpjq~F_zMK
zb9hx|3ju8R0*8e`1a6ev-Li*>!|$@8rxpf`p#B(qv9*lycv7DlWV3EUUh?cU{7z#l
zy-9;)BP6h`mS<AUQ+#r<D7IZB!?%H-<{ZRf3Ln8uct<9Pbpbhr00|~ys;%eScEj;%
z7(YSA0vGud5fN7`*EI2E1pe{L8hR?)Reelsd=nNU#xMR#dy#WdXlD%oy?XW<`k}j0
z?KMyEe|Pwk2kiOxNEs>b5w*ERwcSLiam%ivsW}2;YFhnGn8-67h3;uGknW^LN*vBc
zUTrcQlUNY>o1zo05hR<aw2%j3AuTN-D}=h8dW#czM5OND*<CJlhjldhT<W4Y>kaIs
zd`L3QqlAV)f2eXcsO7A0StrvBajJ@0Qru~O`+uXK`DUXZrb-kJWtZg<%DC0POHWS&
z&hiE1={*;ppcPh+g77O3+&b5TF*3#*KaJO~MYz@<=xa;kN=Ox{>MH;2IRDCCe3)2o
zuk+ms$2gf(PMy0Yo$-ogbPu-E2r;A%vLU)$F0?e#+;__EU08O5QK+=s7lKx=J;cq5
zF^jrTh|ep>=M0P~?_PS6tT|BoPU>8J4a4F#aZ0(xs&q46>HfS9(_Xh{2cm!@$1*7w
zJV2P8w*x-6H)cTubr74iKsNfZsW|Z1=2&;Oq&hSb44+*Y6GcfF$<3#dBwnrc0gfMG
zzx(weU77=dJ8QRdwSoXZ<Jj8HhGg!FWX<&+6ux(tQ_GA^rO!SpptlGbw}c*%+!4!F
z?7<T&2H&&i5veYT_o`3p3kMnfy`j8-h&^WvjA;K2|G8-0;7|Tn9=qyEJ%yZO6*|MF
zD7|>}${5x}ky<2KR-Xt$dIl%by2Ug>V;p|je3QWtzxq39kz?EkSxXHHPcK5NOp=)M
zF%Jpg0q8NU(r~d!4QMB^?(&hWe<l|0N=p-NXsy?8Net~44r+fKYa^1{Pb~2_L6ZCZ
z`8XPIqC(tL;|Qg0wa@GJn&a?{5{mwf&o>KohApAG`I#cuZ2XZ0`h8>yQ)O#uk=9Oo
zNXo|apUq1?Ke>lzsaM5cVL%g$8kMkDVXTYG5a|o_w6o{;BO7eT<{Q)Wdd_8zyI5C<
zJ%=BJm<A|A<Ojf1<tOIjRKR=IyAtR{?OS*tnmnJtd~26xo&!@G#>zbX>Fk0<`0~Uq
zRDwxr2HDsMqalw?DKlm*My08>>>HSn3XVa7D4oWn^YH_28N<rHSi$8242dtKJ}Jrb
z1wRlL1O;;o4I%^RLx%_2PZqX}R_{d55c~e<?TC?8u0@A_mOypGm;_6BGN#(-6!6YQ
zYceBT6iT`Kcmi@aBGGAC;fyW~bwqWtFqf=#b(dy~l-PgyzE|A-?v=r%-stJ~gik2o
zNGAphmx!HE-9PuA+-l2Ej-ovy_BNaUvH<QC9cVX}Z^b<bA`r+y_zx!GB=AMGv2Muq
z)~-h+-dN@@l{E+skWFUR%IBA#j^R;t9gi2e{;8gMtnJexNF@TZI!@q&z_-JPY8wDS
z(?_ztTRpf0f4$K&sayV9uQc*!%W#StBs}*~`VnLb{933)CcT^9=-%)JE<#Ge(S=@r
zP}5-(GlIf!#pEC4m>ogl165-wU*)D<p?!+=M{8LHA=)j8U1_E^xaoV&e`CXCOg%_0
zWU0KCeaJ3Z`LJY<@}Fh&@0P-vQ21}o8{dLj`RY0*SjjI;r}-=yq(N`#eT5Zy291^C
zDf4qqi<cOiDn5pQ_@L<p?1B0K^JG`unZxIU@aszcapv_shPM$1xCyb*GK#jc>x4cf
z;qwJm#w<N<byfT2lF-cHI`mTA&C1}X{tYd}wxGL4hTHMbA4XPo4k*>DzYeKwA3i<}
zU9H1DBwkSC4rZILT_2$gIsmklkY#YX-f4`V3dUt21r?4Xl;JUA<*2$uo0td63YLys
zHbE!vy5?M|W<x^Lu-fTI`EofC^0L?++L_iBV4TcV9b_;w4m3P4GR<7lJ3;s`q<@jr
zacbcE8SDDjSx{y_k7q1o(mKpOGvV@e<*(Q5zU??C2N%OI9dRvf2#IO|luDco%cFbv
zdqY(m7UG)SSFlY_wghlD`#{tu>%@-cR_v87g+4?m26caY?D$B$&TFLhz*KCc_>KVJ
z8|=$Qz+_?fL8e|4>*G=!vP_yB5pS%4RrqDdc?A$@ecH@^%XDhZJ~MrKTSy!9l1GUO
zcqZNOfN&Q=n2a%X^g1-J$z!C~g0AGUmho<r3=+%2ov2uxtIEe<)k}J)4WnD>uF8Zk
zlhJGyD@<4|U7;EJJe!M_J!cQY69)N@`+R8w*>x<gn_}%=8#B+8NyRBKu#tmvt#3to
z2Hs+4vIxOPVbF3onOAAdcxPVcenT|k&s>Vv52A~&-T6-%`QEEN>mBSK1dt*<O_5pb
z_@_BTta69>0`PI$dBJFt8%wITZP8(M%<vXg<XZw5SEV0>!9^FT@Zo-n<wr?0s)J$n
zgq;bVASUY{wr?wD8c>`+IPA6UFIUoAx2JRCEecM&LaAWuqQ9a%jpP%TvfpKj+8|-I
zL;6+l0z@G~*&H++X<FW1KeXeTi_2rvUh0gbkh3XO8r>|nn*QC#qrXdUYaPqz;CE#!
zn@66K889!hi|(dqAVR=K@pk(u10n_zVo3gx6ChL1m<W<@|26qyQ&!=~?{x7#!(u7*
zBQKBAtcBKm$dl711Pt%r5xAgs+xBb%*LVFg-g2H6wC%6IAGCrQZWPLemr$vCYoe9L
zl^n4^=t@s)?5LJV|2>nj#L%^SN9(Wx>Bjt>n!tD9+q$`c>;wkm(4noXwdcXi4A>)I
znKToQ!X^!adL=AHeTHWf9@I9(gLCSoCcU?80v~Tjcl)4<8erkA%`yq+s_A0_!BA1i
z_NM3zt92^>`NHK(E_68450pqL<1L=po9(6l<LLKx(TsuY&rx*!QV}ZADHT5-#-rF2
zP<9t8)n}2ygo>ZGCb~A$Q9LQ(Pt%j6rnfM_fd7c#S7Kf^)E;kFX3$vyE_d7D^)1Zy
z+-n}w42enW1D+vCg@&cm8CLyGpyMA7HW3um^)Gj1_4+z~gWThL%-;r)xgSi?>xJAL
zJUAx7<A5Z}%e?UkwkHIxT%g~JySgU{({*WEHno}n*m%f<4aS%M5&y0!NkP^_G}iJ;
zs_-ikDi%WXYOd~O{TYwlW#`KHmVgpkcEEyjoqJ~rQ7lITA+K?^qMzN%@yWflx&D)9
z@kl?|(bJS)IIPLaEC7md?eIm%!9GwD^66UX#EER!cFfacvJb{%g1QMpTSMGIxct#p
zqbUQzLUC|F)J9E6vmljxY`K<jyU&=_v>n~`&X5ZP;K`Y)=fsnKpGLE~41Ygu>+A^Y
zrb7vt2=#mtz495Tf-=@v;KFtj9k+m*4xm##ivnGP90UH;AfgqaqHgmdcO&`SJ-TE!
z-5J3V<p_}CANj)ry)@2pYi0@lsV($xmuiCRUN9^y$#i<}av-;9V5rdFmG5*$6TEA(
zb_6fyE+PHY%Qz~X+Kwx4C}*Pk*IrzYlRV1EH)G1v8q4J*@QX5OWs7)O;u@VlSk4E!
zMYmA4Vw-eet9AF=x`7!njUzbLX1L5S$?`bb6>Lchf4qF?ZAmblDLlNm_O47Ceclv%
z36#_TZ^~fr8y0Zw9AFD|A5>lOv$%{8IFJj#s<8l(_}NUt1XG>GPaQRzZ7rp&^$*a^
zzU3q%vA1vUGamj!Ta%PeE*9Et6o%*B_GHtTCWh(LbhB>c@0av)$KSY_)fZ~mB7J)*
z&ffMnpT14~EBX<2sM!KL@N++ei<<1V6ls);0Cp9%&XNk$V&jg%dTJ+pWGJskwr^gy
zxdT?XEyQ&hFty2xB3X1;Vfe!WTBz-u`{>c)r2(z94*eLLEG-hqWTA49y!mGAu8HIZ
z(uOd|YegPc)gp|t`-w-4Tn;^GuHcxjR%Vw3xVeW%91P`qf{&@6yj0U=F<8vb6!v<M
z9?kxX*2lt%qyWXg(y%N;i!idsZm^Z^8koTTi~3d6!tR<h_DSQJC%wYEU}|%~pe|cu
zmGxK2GjhC9DAMKgv19MFjg4xG9B(qhkI{aZ+U^?9;>d}>X$$0Kryz##&~6o~mGSKZ
z%Rn0Q+d>xQfh&Aj(LQ<|U8SICQ%fTT-1Mo_Cv_OyF5@yt(!d5-9`I@ARO}0Pw34ud
z<-0k@XH{+c?@+~_0Om+*^=)WR?ruVl3w2jQ;s~h}z{Gq((O{B%?g|g%N5FT21P*av
zFDla+VIER4YrjAq`a;$D2yHO^9;67Szlq-14p9w;XH|M3xKHv3<73F-)QQ<dOZga{
z0n`IV4-+`L7mPFIiZrMy?b~?PC)drofdq~%q!7iFz{#~E8t1neYy|ydPRJ2Fbssa`
zqs`sq$J)iXVX7mV=i1z^(LBV~BE5FNg|QK}$_<R^(eY$D^TCw_W#FU~8axYZ-6e>s
zsD`=n3`ivQ{x(hZ8(_pk2N237Mw?iCCHO*g9eGTP9&qeqvL2#>zUACpb6>S2w8;z|
zHKbjW^0gAWs^xHTQg5{^tYBM!je3?v%VvYT%h=F)!u+Je?Q<v902yrjgUdbB9a<{^
zMKR@<f)f8t6s`A5zc?Ii80{%%pKCk)562f@bWs0)<-M@~zwlm|nK?LE{x|Q1orUTD
z=e;m9u`v99^q2pW_tNn{yq8thXyJH)`F*tQ9i70gE+r0B)LZz09UUQm0ed&-Te<;>
z`}~2Es_m_vj-9)wS8P~{)5eZ}+g5o#f8~3XRE<zsAu~Wo1>xzUtEFkYfjq!f;(H=M
zsbPw!<`-9H!C>``3=IwhN{dk;L1nb71>x^xwEew-Z2#j<Bxb;nU?2|+4n|2s$AfSI
z4Iq|r_AjI4135D)ygGw5f|yJHfJ_pYVTdWAn1y4X>s#Ca6^9gu2jTDztfs2c^;y+3
zGyT*)b8AII6IdCV!Z^CMwm_tFq=On~pr!*w61asgU<rUa0;Pl0NMF+c5y1F!$z$gi
zkQG!y#4D;S%BvQc1fr@sxj2LUhfj%W&+H6E1>Nr{FYE*ZDxUy~UzAt+{Z_&~2fElx
z1kNvqfA~EO0Q-?ui<iexSyM>WH~Hy-0HW@PgK};Ck@@8BQ4r(;{jz{dv;>CO_!R}p
zZ*X*QI5skMb#pUobarty012SYz`6Okl-rry#N3Am*#aTR)6d7fr#H~XohEebR0sa0
zyZ2H9dR#RXfHd2`BaxWjll2NujwcD<IpL2H47PvQS-QQm_h&|Y(_>L3oAo=Hq^6z%
zy_TuQ)%J%cgEx&Az(B!JGxLAYV;g6m&;GcB2mo?WV|Zf^8|>5B|DFHpa$!U?Hu-Sf
z?IpYY?J^>RubtKXoj>hMvw?85Z*_Hb_~{}-)Hkq!{MzYxy5ntfeVZyJsH7mKEGV6&
zK)~dI6az;T!G$ElKuGH=^jkymp`U}?H#h*Pe{=*=ClIDO(5HiMYzuR~iT={+eO*P&
z(H78`JN<R5x4{*-h2Q-T_A<CRuzlF}@3b~{8Vi0^wpJkH_4iL$di?J?O#mGbI?y~c
z&@)4m;g8JQTK5-Q(+`_)@coM`7$*pg^mTSX?<%^$IAmj6Qv^2RK8P#$hv)Co!yZ&d
z3bwwj%_#_`%eaH!PgQ4h5I9u-XB+0?|FB-LKr;Jcsc4V0GlOuhd4Nv^V2n*g<6(?R
z%zu74Eq;ecFD%W<%ncEW-~Cv=_XJS9thncX;lJ|`Y4`7JEl>sZy->P-A2hh7G`)ak
zQfhRjtAA4e*>y!nK^y;w;?mss$J@M56+e86ZwQ)VJbpF&e7}J(G&<UU$00DKnzq6V
zn3(~M?O6zfBmOQiihS>VgQSnFD3iLdod51Myi>~#4!|1Q-snT?A030F`wx)ij?=_z
z{C5CzZxVvo!a09fs|QNYz!9K}NA)kNilXla0TcV_DbUUaGF{j!?L)%w*SJPF42}O4
z<N-Q;^+Tlh*Er-4&jRnKd53HOPA~Z-a0P0b#vcaOPyG%e@P70|43;}U2)w8K5k%zs
zFNz11_lOU6p!7dM%l`>}BLr5f9w7wQTm5&#wT2&Ru=X2LaNXr6$er-I(+`nk?ieBP
zIO9h!o~P-TKsJ01))*2q!cU8X!&mG2=J&X%Q6MtwKQ;_VdVn7R`7lfd8j4xf@A^97
zRfu(cPQ*8VBSED4SAcaq8%_1^^TQU5Bls^dp5o9WKH}mkJ_vlcxoU2#sz8{Zh=BF#
zuRkKG%?~hP;`$G$(5lTV0@TGReov!N>T?+rImrsJqtMSm7zNPB5-bVkv!3m^A<l0*
z;RuclL0UNO{NPDk%8TA=AHMi6qj0AySYVBy-}9+I)PXr<NAAyZn0oe)0KB-LY%Rff
ziGk&-9!@n5j~~zP%+u%B@6883H?_!_-!%xe$TI(Qb|2FG4SuDQ&|ppt?+**i#mL5O
zUQ_?%AA=9!erS!hD73$CfZDyMqeJ))07!A@6+eM7lI?%lx9t2f0^+UX`~<{3=J<C6
z6np&l`>cLno21`geSX$NM;^}({?%dR^wnp={56JIZe$DVKK>>a85jn)z9|?3=`c|z
zbRA#o^J9La2btu@IOcC085Y3XjmG(}q=~VOCzzc0SEDh}ZTJ4BSp9qD9@AsTIX3>r
z{_VX77RZO3hxPCPHXg+{Oj`Y`dP=Uqq5>~BG3BfsKwV6m1=N<!xgz`a&*z5?Q@)*}
zo|7P|@-GSfjM;t~^0|DW3}&FwYxi!VHm8S4Em5P<Vc9<5O;gC3MJ`E#m_o{cGQT@1
z`kw$>o%|Wfn6#>u5H+-b(X)JZThA3;sLkQYj3`xxug6szi2G}tQ?<;xKDTrnDQqD8
zU`YkMd0HCxb-Q_z?t)3D#?c_dwt@!OST0?)&iQ%VV4MO=mxgznIx>r!>=iW@WVk2N
zEG~tJ{O}K|$VsXq&?SkFvG(gUA9y$FIzm!i0ZL>Jw+<+bN$GHfQxL)f_O3Mj&Qqh_
z$9Z^p9Yl!)PTjxTvJJ(1lXWSN3eymcR%mt)sKWNAvUv%h!=^v6##VP|?xRhAeLHq-
z`BrYPHm{<I`0a>y*l4hcMahyljB#BU2cpqKc)yKPMN{{sL}C7hqE{(xl5`ui4l@M%
z6y2w;hqB|Trd@R(Dm(HQKhwep&<M%G5}N%4>1wttS1V$u8-7Dn9B?n=S%^;1<L2fb
z$k3fTMW>>Np(n11Y(7n_INuf%0w?C%(eWH6Qh3wb(RO&xq&&3p!)+C|rS!~9FucM3
z);>lb_U7zF`m(~}jm_`VuCn!6dwwNeQtc2FRlP~Tj?KHCLawbhLC|^NU=O%`9X*U9
z!ERq>3Gc<Fjk>hxomnAA#}BLhZC|qWuFSx}j<qPgso*UZQL~QUE00*zj`hx#>DEl}
zn4R*K9(_FMMsPuoipx><AA}@Ir&j3kP-w1}E$(+J+}v5#xTZy!A=h^FsV#;^Ng&f*
zqjB&&S0cRs@}-I<7BOiiAtE(fm}V;cloaaAuWSlE48c{$B<br6iB`j%A{QOH2gN=~
z8QE5tFUPAM>}Ln<l7%dU)lSZ=QdEoB3E42>Po-Pg%9^&v*uJV}8!{AOWjPr-Tc*pp
zg?U{hqHSx_?!v^llU#+TiZ`GxlSNUt!X4gN7f(5DQo*ucmWPMF)aIdwcEU~UlOinA
z9vt9fMRXJU9E3r}+8Iub70{FAh#$6u#=d=pXh51|fj)&YdHrvH4`%`c4MLPrEJkfy
z+o!`VFq9oEx@--U1T`Mh``CSB3zT|(E<9YtR2n1G1w#u*N1+UzE?KY6xAZ!xyNR)s
zvcKMp2I(Vwo%?%4I#?!jH-SgP;NuqB<@0p1G2OV~?>9rW4c>@$-Lf15b<a5(Y}Zp%
z6>RQ*-MZ@CBpi~9LoZh`o6+*LsS1mNnH{k7qZ{zZuQ-0Y{C$^WxCJCMU(7+v<R%1X
zz3Jb>uSDY!)Jj0Rsaw9mA9#y7>2Z$V`{DWdjM=VHt6v>wF2qgW1L>qVs$_j%GZd47
zVZy$@?70bb2OKl6giH3<?qhEbtz>%8>`)@&Xr5Tj8GlENHfJ#3M)ZCM0!*zu$N9Dn
z!8$d9f^6N;c>NFHYTzUR_>gJ|vXY>c>j&06Hu>JmU_V?9!Yif8S`%z>7X#c7iWCXm
z?1Xw8Mgkv~)>S4`+#ltPf2TC=-Xk>4Q&NvBo)e7|nyK858ho6y;zD!AjND24iYhF8
zUNt%oqSu4@c5GFh9w;-S0Y*jnFYJP}oz<)}I}moo^{AL|`c;iD9<x;?P<=*7G+1s_
zO0G0s=yf<54G92y&yxV0N5OZ(D10*Kd*77O@d&7Z%)KWARUWF(o46{UlwBD0Ub9cb
z>Ogy7Ft+p;>gJjJ(AO6g+2yc*o(_GFIVy|a%M=Jk=E7CoPxT0x-paZfU~HU>B#KE8
zV!XU!yS<aPdf0v&Oxu%IPs8EM4YBjecVcXY@9r=?R0*TA->F$~{B*2;w2TP~PIo74
zoQM*zXtQMz+P@V<viWSb_dZ4&hp!r4k_ao@3Fly-(=09qWC02D@I_CDS)TE7WNHk7
zkbkPm^z&RvcCB;-Xd~nD+NQcOIJ0&Z*|;;dNHy+BI+I@HR^ZtYV#x;PhYcD{u{^k)
zRCwPzizMeHzBvQ6S8xw3B*uUdi8P;QavR!?SyPnSeDhFb@iHZr(ARWg71vEC&YuLA
zM^F{|!B6C_r^+~9D<qp&B@PV+-|#@Z2u$nPCq9%);^Rpnd2zPvFOLw+d~FA%jNoN^
zZhCsos@-t7%W`;I@vHRS1CMrcR?0-%8+uRgU2Fk6N!Ad7R-Opc6_Y$WC8w=@cMgsK
zLmns|t*cMt&avg{g(_^F7LpML+<s$Ppb9Y<1^tN%SgYVL#i?v?uE#+bd<aTu39rTw
z8PO4tEo`tz8xWb(4$rcD=)bDR=orw-_HFXdWICAbjqLAN+S1*o`uWp_wyw^P(p47L
zfq6sTuN!La0um|HsKFm4aGn^9xb6DMnZBXZ&9XKw5E0C@7ny+||BUw17$t?@h?DT;
zvnO2PX&6rP9n8<hBU2?;{#ArTWcM6Y$bm+?lF$?7^(x%CCPhH?)J)Hot-0Fmr)HXz
zWNwxCK3e*$x)5~~T$QnDavvvp;W8^c`e-1e@TZ}5c?To42w#t5gOUd6AWA9|6Dc~>
z?zvwPsT&7%ZM&=-i--PevfwaMIVd#aqI+8-a)J6umNx{AxCj=n3xMo=u$*TM+06I(
znWe;>NCg@VCJ}RI?M~eh;%G@S{FIz2eF=i#4Vmt;3(13FjA<WkXVr^4mw&{dIcrGr
zQa_<wX}^ZGFIQVJOe330FrmS+u$H8XT%kGH;^&O5BMXqsntiFRF30kvI>+qG@QNjn
z4!=0v4-yMZgC|(>?q42^6>wXfN{g0PtJ%~-m0o%|Rzq`%la9x0NWhcsN|wXP*$Ojx
zxiQJb)g>bJ!O|KMZfz2Cr3K<U&L^wQ>b!2TM|`YE%QW9#KZ;M4qCKB=8f=dl@`yh0
z;I)#uLQ;5pN4Ssc3!duaqMT9Wq16bdn$4?W>=xflBL_R{AEk?R)g*7}FpqYel4|4$
zcbvoSAoS@+$iL##O^Zgbxucd)9se@uV(a&f+y*DfUhz4x=4MKi>+ul#bV<m%5IV&h
zZ3KW(r`4E;XAp$TcPY&<Er%p36?qeAO_-nTJiAua``5v$=gV@&vGJi$O$9n?)3SSL
zB2?{|bT1t&5H+0s&7z#PoeOU!_K5UPh!&ammh=o1Mk#^m+%xWKkC`J^iY?S4s~ZJ_
zArL0$;RC&Lwu5;>qB`i1l=&f^c`aEllaGQjn9(F64xU=uGAmeVo%7C0e!rYH|4|J#
zd+mn8u&eL+@3UJZgPp-0^+*~>|4CY?M)nN@p-WV^F|Tc)j;)M;I5$!0<#8|X*D2~_
zeXX9Z>hZ1bB^kgkE$)k(XD!c|_{O|@+*{{dwXrk%!3ny*W;kRFNOeUmedlF2ukf(w
zu<LW<I)<FT-N=pYw`ACyYC<fP!GMR%?i_b~ou1AM{-n6HwRd?ih?gJn;t4OMZj*$G
zP_}xpRagiEpZluOs1#T*1FcqYr-0qsez$-`jVM!)S}R~^dF+pYI;?t2ogAf~l#LcA
z!V#EA2YE6T13sYhBDz~9qiWUWs6})BW53*yFgE{lmQZ9_WG~BDA~<ZvKd-zQg<1Zd
zF`TBqtDoVMp07pf9BUW)(MhLJoOm{@f^|Hc%Q!q)q%4pU@xK6IK%c*51mvR%VMu3l
zXTUiM+PCC*$)-y1KA*n7PQ05ej{ZoBSAWa}<4Rb%7O_nn`-G=Euo4R^e7S-C&0opV
z@Z@!E6ENmFeE5^=@}U6OQdSe6_lbGh?9rF)m7R^BA`-F5nwRi0w{WJv+{)v;UPtFK
zxdwt!)$_hx)F-C7g9!@>9L1hG6xIk!chJnoSHYv3HpuT*GZ;Gp30_Hfccb}GS#4Rc
z<J7ZE51}#g-o}Q{X^5m0QbvyPxxP-GobR3ayui8Q|BTlGRt=tj7RY^-%{On{HvEZB
zxh{{(QM@%;FEs?ZXgn~@{+&q0z`d}s;m(jOMp=`JSn;g`_4h6<=)1Y4T|DHQr!Ik4
zxJ;2s1LIOX%B6$cof$Y?NFTYLt`V9^SZwld;&O+BWn;3lxb3slvQ8d$yD~0)WI0N5
zG^x?s#@P|Eohq=h<0t%M5c#5|<~*M9K2*8I9X#{7aC{f0=@#`vnd#E$2Mf0{_Y_o>
zvDHZH;)HWO8uB?5pU5h3>oJP0PB)=>8N${-rXQ(YI-gRMGJQLlP|iuTo!{xd{?YsM
z7rms?4>i?a4j%JS=bMSl9kYw=RxniOvtcB}o~bl}HsN-l*795G*Ra^3TSEPWqC{$Z
z`UBeynsr>#ntW&`nB>FZy*Y$g9|m-~mdE(-z7mRfh`oBvk&zrLzBSa{z-?#5g%m;V
zxQ@t&*J~{UGyPKEN1s$@->3BQHFC}Vfdl^1{8hcXK*k|OA%SS&W{z;M(Y>wtr_&r+
zgsGJp!wQ#u@21^o<+P_`KeuEoioJbdpxEGCE&@7XQr~djH+emHW??aWZAOXYtY|(@
z#7~rUO@U?x3(8k;t=N4Bv-3%A>012v19IJ{-RCB2#~6TjBDCtUqp%kpQWw$^dz^xq
z>jM#^l^duV1vSb_G#A@Q_`xcGPi*IOR3@KEdx<)+Hhn|(iGsVW<&2cBUcmkHbxtGd
zmD|y(gOl$tg?$M`m>R$LDjDQ2XkiY0JY0&It4;|~7td25)1w20*!?ijwq}j{A+l~4
zZJVE*Rc)4(dD;id|Dler(MLUFrUXUpU4AbmqF&BeBC=8U0>J*fw#ktQu>YoKRglu@
zJ%01>2MN0|ie}PEol2*oL))*yl2qYe(D{R-`6Z|iWoUN?emv&@E#Upe<Ah+-4t`oF
z8Q9#EuTTYk!Qb5O{6B7-WuiP$`SvkjfDS_Hl(xQ2)MDCef+pRjyY1?h2ZXH<pq~0Z
zb3wMlX!g|wk1h58@y67ATCdi=fu9$@p~oHyEy9I;fVe&a9hQ$}T<~6G^<DWVr`&HZ
zWz;Qcc0*~B79T#OFm?e>><Va`BJ8TR;|5?uw-hdS>Sv%Oq-)tGp*|Te(_b}kPwQJW
z;4h&bOrv1-Cq|C)bR4F#OeL3EA?k1)xE9S)k>W75O6LxLZ+l<);Htfr!m+u(*Pz*^
zFkOARa&1}m7VnMql0~+bf!-J<ZIxJ@uxk^|()$BNcW(2F<Co)-1BpR-mGRFxH;SdT
zISaDZN?5E7>0<Nnd3=QoPv2-oY=(yG+m7XZ7*)+=9+FLq78FwQTS&B^io=GL`{)L*
z#$e{?QE9z1;g)X#R~%DMYp(E@Wba)$3mS+sFR#`>_SL3$2O4shEkq&KXC8u1KPI>z
zNXCjRkISBkN3n>MFGaF2PP>B6n`>hZh!RR1HqtNF4uZs1j2snq4AO<KdO-I1k}>+}
z^#{XwTlMR3^+DK1yj1ihg@syjw}~9SKV!XKnepA!ZgsgKdX^sYJs8oSmA@US9^|!b
zl_+07?B`ls;$N;aapnm1D`Q}6NSs8fTW5aUAvl+9DMQ)~hHZ{#B>rM!sgUuCH^xp$
zlkh!OU(6>F+*i)RQp*`A<bh-rCt|HJ-%gu=tsC<{78AAZPjrd&ptQcf)@OxQ^7&qu
z{Jq~QSs<y9tP*$&mHk>0yZTK5F@5D5Q;P`Mhl1{mS>F+PLh%zBgm(L$L|Bb9sPW)$
zm#5m#^5bFAp)bNLjmIk8F<DCL;PfAcJBzR?(KO!;g>mQ1>mLiXE7>|ST9_QnTGo(T
zS~1aL8l*k*CAmK|T$mhB!eOR)6l3g3YAJZAZQU`>D`6Y3cY;M#oI<?!)2u9|v{<`F
zZ#<J~{mJ`Vx{<VG?+?@8Nys<p)Gg7z`z)8}@k6!u@>Rb{r0HJFc+nif7K%wG^EnWZ
zig415?oBa0awk4^Rbq4)F}e`5*kcc!>gZo@g5&>+7LCQ3*3sC<*QET%g#d1#!gL~=
z^xe_GHtLw~ZcR#-AUr_;y&0Jy@284ap}w{kO)0z<-jD|gb1!)aNdMr(UwAFTnFa1i
z?aG<3kw+Wz#<oQw8zfp+|5MLQi}dXtqCbATX%DWr;yD)Hx0sZ)Y)OKWoYf3ZU*a#f
zmxP(APiLNy;%SezG&dVf%-Sg>Z6{Ztf#-u*7~8LPUr7>c2JBg7Gi4v#h|06<CS=Eg
zkS>_>+AOi!f)Tzq6fg9^99k909Y<sQ9D;)BV;RC`-OE%)nK2Dz&b{cPSEG!wy(%u%
zH1}Z>$$wV^JdE3^-Sbz`Khv@D1dBGbB5Wmo!i0Cd7=K;y&>Cb91bYWq3fh)NTsE+~
zv|AI_iCEE&4s#o2aQ<R(-kf$6Qh!)Wfu+v~y}{k4DC(CJBBP0uu9#SJT~m>9EpZ3Z
zJ<PPZ=dXnFi91l4#ZeTi9kd*dIA^GVH3d}oYmzw1pbx1ID>F<+1PU&CzDByG;zr#Q
zd*xbRGlvQtzuq^F@<@UkxVRWhFxY64%^6~(0@L#qg;eJR0$Hci`Pd7(>1|@-XW)S*
zT%M90@PoJjGCIIBbRA-fVV(CSR+~Nt^1FI9ueVZU;g(n<_*W=tP=pbeY|HsujKs+e
z>=}=%ugP&idX@fD1i4ClX6DDHtKOs%$saS@cnnxxmxFssNqLjI#NU1lwzrx$*7(r1
zTluw3z*^%@tP>McX=ASc&GVx)%IH&TKh0Vv7GoPzeEEGM#bHBvn`B%{FBQ`l?~7#W
zo7Cg#>sy}Eb*w(__>djHorMc~a@E?&54CfIfpl-yRQKOC^Izi!dO=MdJnA8%Z=};>
z`;sL+OtT%152Jb%NCXE_ggJcdq0LDK@Gke9adwuMEV*cpT^Qj<el%!TihQ6-9;se<
z)i<|anp;sZIEf}N44(z{c1hzWfLHnC$?gy^WghSJo}L!>Xu?Q=wVU!)an?evpCwm8
zha<QwoK{a*OgwWfHZ`y2I)oNeOh!?al?Z02NFLcxet!x@j2qbd!nX}IBxpEQ9A^Gr
z853qm9Wx|CKY}Y*K=rE(ez@+Tm~nGw&qtr!%kO;3qO@6OUjfb%uSxhHLeQ%3r}`ux
z8%N)hrdKcI&0>beRl1r@z7Qc9|4j7xmTkQlcm80Z&03Mz<`n!rh-=O>qX5A^hPqIj
zKzqR;7r~fyj)$KNW);8_hT(Otef4q)gWr3m-0D2_t}nL`Wa*Pe^R_EGJm1$0y*rT;
z{q1U1932r?th61fB5~lR$)wk(_)bS--!C(PuVVP)Wj58-=xNEdUT&%cR=#aN+w1vh
zGImU2of-2c422K4m`+GOkQ!r3BzS!|<tESE+RW8mLfT<^KTD7t8;Ejp`L*%0XWOj?
z%w`ulsG-PtLrv7V0e*m8qZNO<M5P7VyQjHg_?v|X2hBR<eCrTmmNheUk_y8v9yssG
zp|w}S_K^q3bR{vt_x@aBDtOC}K`$QunP*68qVm`=%W~jwW!aK3U-?Zexy=o^DxCc*
zb95*kYRwNV_azAn=C+S-yP)<AJ@aRZ@UA3%nwWp)52UGMMm?r}Ee3X|k#vY$qta#$
zV}*S?s5$$ol!qIBiI`KS<2Aut`m6i^7ok0_<yjd+7#b1byr?GTh`y|#zIo~7x_%hC
zdF&i|qzSt5W9{eN(gryR-<uKfq@d~V$s|CHWRfq<UsY_y;I~Dy42wojAJ0IW*M&H0
zMirOlIPsoeKT!mHG4#dOX%A>>S<P}yNy%RVqks8vWR4OiA*ohtI?`H=xOM`~8Z}%t
zRJOl}T~n~o6)`vN(VUNMQynSzoSuSDeb-mY21ALM+Us;mKAJhxYxh9q)WnEGjk+{S
ztTRGI;~Gm|ev>iSszUInlu=i{_w;j~Z<%>eNZaH675dEN*<_h_^`0%4nPcl~!<VQp
z+?_SjOrIG`Hop8~Q&Z2>o5wd0Yi?8}6MX3~Z15gUq2M5n)*2J04-~PVaA%gI80HWX
z>sv}&SEEj?XNtXh$Zrnqn0M3AlV3Co;QQgJM_#2_vBBv^eZn^<;lO9vrB|N;xPG<(
zEaX-(%z9$euU<fDg%!zujZsDu14lcdi!U`qG?ey7800>`3ECp+-uvSEFlx3aLw21|
zT~_OzWt=sqvJOTtnM!1(QmDaVt|q8suX~Q2EJd_t#Q)($SfVPgXG<<4CL%AH%;!c}
zS<+YEGSrfP9HC6)3qHMc9aBJ5f0)DY&I};Qksm*6?{{g^eJ+SCs@od-60X3&-B_6y
zpQ$}xiDucdQVXg_HO+ZU|MC7;)m>)-*PQL$7N!TW8cQa;5`y51c!$EU*_;JoBcPtM
z=XMC8@uJoa*x5p#_R|0g3)i#Dlfdc~t_0iS1S^$e-dS+7mE4c_5A61rdUJJT5jW4#
z7A2*OzOE*LfYdwJ23+A2ljpF~L0hpXHoTg~o6i?fWs!~!bS$M)N^$AdUl2IYr9a#j
zu^;NN%imv}ir)+}czChzp$Q91eO!?hPX8{ybECaI6tWPE0=4x(>LO5}EDGM^=M+It
z%iO*Eq(o71>)F?EFnx^Axv?bvV;`1<+82YpiCixykLn{*N*>*qbi26w7-4q`i~M5H
zWYHsrx!@4hjmk1|h0k&9NqLOug$cvZ1KrPMW3pINZRPQ|b$GJ<yVWQqNuM)ZW}U_M
z@K)5RQ65{FfAu0r(!gorRnKvZx;E(Fc~SHW>q+wTyx}0mdhFV#@tM;Z58!<phNUM_
zF2d#UlNQSOJz#0b|5Ln7y{%#aao2^gQ?yQl4U}~TFBd`F{P8@kzf<I8AyzCST0W1x
zqsp+}BDQ8LQizbYB^&;WwWHsm3ij`R+(gLWUD3p9ipL%h4$^vsSpTw2ieaPV8d;X;
zPr%@}W0c3{<xiPr9=@6dY4VoQmeTZ7v`D%iGI4&HqWyR(D3CV+FjEWB`+C*iAD-Y8
z-jnKmnJzq$0N`O4j~^n6Kzp73gfLj1K<AXH4?Vr=p+JcV8-fn&Eh>4@TC1C~RV|i@
zo-_JTlHs#*)H9(v7Jw6`TWsk(xn2zG)ZqJx96{}4nN9B`kv_81XTMDM0!xzZReO1}
zvIOkY8CLe~hahn>0;b5CA)rfZ5{8*~Mv}5iLqm}i>c>lQlP@ZtxTGr=M9YFl_{Wo8
zX>4?&mA07Vx*FjR{+bQt&M~|ZU@Nv85RGwRUN=o_#6lCGPDiI3pn?ng@WdHRE@S^8
zNC%)+5{l}G?XI@z*2EQ_U;yuE#N$SSr~yCLdMW{}co4q6<``x?g@M?<Gv)Gj<)#dQ
z<h&s9jdhJpho9X2=M@FjPZ`6is8|~-EQ@pRHvqfZ@c~?Y?<xX*2>jZ3Ln3z;`8|YP
zfTuf)ZeV15QSIy28}0!Rw<YD+#`1CU{T|yrjHfpbi1~Rr?Ns8cm^M8~^EUq2aDOca
zQ7w3-GpZHK*^NuCTw7uz+sB4Xr0RjGEP)NUStGM1O;0sQKPm84?fZU#|Gi$Y^iX60
z7NrgMYnb*UH*ZRPa0m#;v0G2=C4o~CwMfP`v>u)=mN@g71xam&0}yv5dFOIQT-s>&
zV_;iaT>Oi<!i(nK_r^;XwB=a3>5SQI&Cbvdsg9p@`-hR_Y8J9mr~DaB{FXZ7_i@Yy
zJER)75K6f1kY1<O?@OncdV7TZa(C{9Kii8F6ai~7rKk~^ZSC0<DQ;GPx#D#tXN-5S
zVz&Bq1HFZ<O5hMbRi!+sw5$xJP=a$2T18b^x(!;3uv^)9ev&2FKbjxl*hXIrq34I7
z*DCks>6m)r&?Y=jSocg<7c7`gm!`(YiNtAk8qB=A+BAp`Q_7h=$h$S>(%lG((ro?t
z_!_NxthECCJqaw@Pe!`^Nlp(jrqd0aV=bO)B`8Wc5ZQdTc7t44Oeq)8<HRw;61~yR
zf63Ga-C;$l$WcVF*z+Q70v6B4qG#Kuoqk<rwYPW})C;a6TJKuW+0SDfbE@FI3d?}q
z*e665J(?P`cPiX%Pz_353i6IkKPMLpF?Ztrg()`JdCI7z#EgwqKTyBR`3nw1vsgHO
z>PN8;<+~pE*l3Fg`S#;;P0Ay;_gkMi?>TXPb>as4P0IMiAxb%;z2pNWPJ2v~wUV_e
z6l40Gx1SOR_85F8ygXP<xT{fi=)D&GaV1VCy+3aHSb(Wdu^C|rQi9CdWE%3nbKN5d
z+DEG?M|$?GyKk8@o`h<Ih9?dLm|u9W`a@e=QCTqzZZ;d^-b#fSz9<}x5is1NjHT>6
ze?Ag;A=PypHyN7rDqa7WMG_|LGT!D_Z`|lTQUhNJl6T2@l0Ca$gMRB_?DVX~BJ0Il
zd+Rl5<cC4w>N1tuOg>UcS_(^JB7kRF!cIB(ZK^N8?=JMonmse6{8+`I!>gaDx0&^R
zs7}}Mh~oo@yLUPWYZYT2F8W=(3CL5h4hy3kIZgum_3r&oluh_YkJWZ>`qBmT;><(0
zb+@%VKO!v7LnAUN#Z%_<!Nhm0RBIl^2K<Y3ugu3UCLXbNnTZPBl=_bfep1w0<2yG6
z&p8{9)C8x)*mso{7S|8X<Mu6?c_-jXF01i(j}0A7d`<ecnzj`D7%m#L#NIb5tk>+%
z(u|IikHko<vwXlT1!nwq*znY%;t&U?>F2nAQDK_Jn{0z71=@$x!NRkOX1kNF_sy3?
zd@Z@#)}tG2+z?BFvUMOj>Ew76-*;38G~6vJImR7Kt0RO$ST_F|-h?FDRt-%YE#~e@
zeX@(5*vIcTe{b8E;iZX`L8n0w$-cI2U9<;lYJ(0?<mzlTHWocGq{Y7sVP;4&6;*^C
z==<sYII}cRT46v`K6Vjg2vp!LX}#;gJsd}p8KBZOdvOO!y1vU@D#0kFCf{j5*$itV
zfAMzSgO~B~nVQ5i50;O`e+2!shv#-9Q6hhSZ&#aqph8gawe@AXh9v14eKI(Ez1%Uw
zcn2L`clF!g)3s<Ka$ccl1w!LZ%dp%X?VWTgJqkRlg*1UN!#z`VtCuN~g+(PxqyC$|
z8>*g3>1)N(q&M(`&0pPEI{e)@lCoG*Mk(E!czvaf%4n?Qb{VJG6x^Uf^f)<aFa|};
zPhselb1oaE)zb}#PiVKAs6B2Xa?*%&h^^PKW?&g89V=NivcVXt9txOA)mBQ6?X18)
zX|v&zJTz6_vG6uR2QJI&E=-dygL)8~P2-d+)672pSCtSI>%EV%R0;#D9KBBY*R&nM
zT3HO5GA(_)g(*u&7WDq^gh=}-X}n4U)IBqdXWX3BO0F^pbw>db*e$VU<d??yGx;bX
zylZ2KMmQGXA2<qjKg%?uF=0hHf^*qfGxzZrx=&^wep*<blvKe}j8=&FRvb>^Qg+<I
zto9?&@25^7bLx_Y@xtMFE$B_Ki%O0;xJcl2^;5n_`RR(`Ox&koE8V4bGJ&0OnP^aP
zEdI)7Qm1r^6mU*;Cz<?_+Osaak;&4lMPA}pEqlCirvSydm-Z<(<t<=%X4d4e*xyzI
z6$xQ^(+syhz;}@<3JbxKc$~V$<2L>svii;Qi3B^r%4-uO>XqAU*sx;9oOV809qcU-
zV7+lW1b)R?;8Oz$<5`&l-NebcFQY$Rzo{_3-2?Sb`Nenf-3t8&hCEQukC5->Wg?5r
zE6J#(Gxcs8peDgXfz)&=>G|OY+C-&rDBxvtscVY2MT<43oG~h?&T2tH7QA6G=3X{Z
zd?Xaho$QggJ}RnM8~VelU;r|2g(k7#6lLN2*p*1m22C*wC<n^bvmY2qmk%?kAKi}m
zO&N>U%f;0`=UL6&Km$uxy@dkUKy4$w2^xuIqyiEsrM2WM`l+BrGQ!r++zk4q4S25*
zor0+Y^+KP&gq4UhTE8y|bS=>=B-M5kJ18X3yZFYj<>pg){p{x)g>eaYfT#Kji|t!M
z<Q9GXt$V^M%N{HIfqpanzO3&Tqx1kCZwU|msAew=LZzx9TE&pITsiPj&u!%FR7w`o
zwe2g>L5U?=tA16_xqj?L6%4DdS@qlYGI^cq`T?TqYaD{;W2G^)@m6sS8F<*DCouCX
z!8KZ;WmOr82yO619D_<Hm=3_iAWCJe;tpw}#-71iz8)lO37Ps9Jiz=DNl$MGa;A1D
zIw(m=4MxoPrUREGUdM*YwdbiB)6)PDGi_EhLTnRl7tchRYIA*9*eH(Ju{`7~CG_f!
zg>h>iR>%}i5jk5gaWI|pI$sK3hE@rH0Fx4L9BmG;1;}yUb>F{#*I3i-Cx`jTOD9v|
zXEI4A32@ma;3jX~?9rD_HdoC$zg#h*&t{O)7#r?g0Q$q@6*oO5U#&O>Kfe5afy`;b
zyANn(LwU!?sqt35`~|-PXdSlP%l!3~UlJbz<o)*9p0|D2EU@p{SY0HVYrxuF$HFNV
z>wHOTvA;Mno!&W|+t5g6*`iX!9tR}b)y+3w7pi5nMsJiFl4J#%)pCePcz-Z^6J_>x
zN_(-XgrZO}b4?6O@>-19ZE-T|Y2_21#c=iPd(=&t-KV%W!CdG?blgZ3s9A>TBf6?+
zc#dAgk@QTzSaV)SnNYY2z?fWqGzuc9x(Q%$vifyRKp@OhDCfjdCV!elwt+ekw<%(v
z%D;q&=5~S+SsZ0Pnvg|3?u0l;##qgYs33EI1ucwcS~bW4IQH67<kydh+0SJju^AS2
zJtt6C6`x1od;&8_(0xG)kyeRJwG*V`<Y^f8Z>813fV#^p3yZB7gJ!4dp(LLLcb24n
zC?s~MGA5Y|L`S`Hg}F)h<)=-LKBsxijRIjfSomkN_^ob9uQ*d=mO){yx>tZ?$j07v
z#5X5W2*R&cmR5OdXvz12<cL3aAQ!TulPrd4ICTd-i|bMgwdjISi7Mt4*fi(A(KSJz
zgYNs4Ds`2QMVKA0dh4O%$LpFFBZHO~=4IICWz^l?qokYfNfiMXr5HDsK5O596u?*E
z*2dJx&{V)VIvsS7I90d%qW*z0zrCa@sk(-n@2bpOr6?+v=}vLV@FmjJKTbw!=QSE}
zg)yM^?)@0z^$vdu&05u1*=$>Yzt?)@|8))Bmic-*nlIc<n^8EdYd~k2#9i14qiYx@
zXqQV1cQGQ2&n?l}rb(Kw0yP}Z{kLuPg?zp&*@ZT2#eapIK$)wSOo69N+{!bF%_;%O
zZDet3;r$7^xp`o?AadphTts>`I{k^%lVlX3#mP^?SbW|DJkjL4$?F5M(<+s`iCm5^
zA}^mVRHRZv%QN>k)CvoUQwWUrge-A$dTTsHa|8r5vuCT11DQ|#*}qS*h*^c?O(Rdj
zCDc&Th1*9=*E0os{fZ#`j6zB}@z4^Fp-+55^0vm+@Y~TY0g$FB9Ij$P=Tapy%9vOZ
z=4Y5=E|r)yWzuR3<Xyfmezn;b^wpEy@;Je^h_SS7AxH$|FIQ!v0#a=+ar2(CefN%9
z`RI)Up7{1LKr#OVzZkgi$ICNjLAZ?V%!Y^&mXy)GOB|_$EpUJ>r;y3K-m)y2whfc5
z6nvtR7+fYNr>}+-Gk*KwOAqZh9`r)(-cl?~vG145!FO6lTSyV*_g&XiZ%(BJ(%x)U
zFDbppBa)tUNse##QXfrww~SDeU3C7HILdK0Y~oTNgedZQdMhtfdiDj+AKpj17!i9B
zE50#b`~fo`HWu4+pH4RR<b(+d<<<;=@&EW6{QA=EWhDW(et-0Yx!EcH{bZ#GT^AXG
zuGWQF^zw^F;=FLo&K&KpDUjfTaz#A>?|AKd+FhOe-J2bq&9AX#G)1KJ<lp@^Y4f{l
zKpl*zoE0&v#RpF%bHfr`?>`p8lU-%Dk+++i^4AIW>zfy=JVPJeqPm)e(PF=!>{&dg
zudiW|Ol@+TncOw84JY!tAJ@JU{?~s7WI87NI#GXCHU+(u(e4ZJ#VVbrDoiV3sr89!
zYaBkDN<qhGU{Sw@GJYoCTFJIBbgKHc$B;<50cbOxKf0c8>VgF~C_05HrhTaEp*5-t
zeA(n)#<cy?9+~ZG68zNoU?e1F(KJiV%Jks=3iqKR+2GAwfeH?-=SN9+f?EgJ8HQx}
zYa1?3tkgz*7I>+oW+oRIu&VKulr3pJ@h?>QN?F@&N#%KKB(hn;FJxcZa&9P8an{jF
zuU;jdWKB>zQs5Zwl=z6_m2Sl}Z4ei<i7toKYvCvmpJ50gdmfmz#svE!GW^s=FZ(14
z16p*r$w#paj3267`~WRCdG#r&1ja9U!?Uv*KH5!)F;tY!R^&90mR&zdq%|V9Q?IBy
z6)xpRGt(2h3!XS$^f`!8ktX0s7MmVBd(SjqQnkwNn?IC_LD3kp#?EKNjITG|Cs}PJ
z?VmT$@tnS_M-|LimagqzJmK)HO;X;u#Af@*j1Ov$Wb{{?k$pQ)S#Exw#<DC)y50DW
zsGPYcSa@`%A-sXDs@4(YwJJWXRnYNRN6w#=b|TaNIbzt8{g9Gq!S#sMmU1&jA9)(K
zDe@8_b@7lqlDGY{kdn&|sd<*5GU*43*20JT1)4IPXNl!JF&w^#hsK{VHq&wHM>qsz
zUN%mba{;Y5jPIrADiuF-A6TZ{cpU{7Cc2QXb+5}N;Mf!cFb-aB@$zRc9exstp=_7H
z2}|_BJAN?_xp=JoUiVyfE7VM-$3yJfI(mM#i7dT}%BUFdGJhK-PGw`s@VJmx&wTuY
z7a;*-MuM*5n*UMO07e{1_~P*US=1Rq`>>*VuJ)mhMRa?<`C1LX)vRZ2{k!mo?edO9
zFh{ODtfR@5;*+!N4~x6zzAYwJrlwAokeOD}3c-YdJ$(K9H~Smi<*#0+C=Wt6nX>1D
zN~Nn5vAR0SVuE&%qAZ3YO>#CCTC&dLsJ~U^DyIC%R3gVbb|j+H=;d?TqJS+HSI*`D
z1*Tx|?y28V$c1vOzK<R2ZI&5N4oz8Umz~rRC`A|2P9>^Oc6VD;YC3^=LB5LA{5&hl
zC6$wy4F7ETO!0K{(n3po2rh~6*G%o9p6ww#!@Q=YF1eUqepu|-BE^}7D%)F)El6I`
zHph<rM48#q=66ALYdU-!ocKAr15f_r&WPMY{PoBulG(Bo?PS20LopTToSeE%>GQ1C
z!5#}1*B{{pq2{`D_8boq$sErIr-wKxO3<tLQ?>8BsEx4l@Pw$LR-G5TWpbe2rrC|c
zS=ymve{;HY<iUE!q{Oj$FtB;m%4vu<$!4gZPda3%9HgjcC(_V@u}g4uhd%pxp0>g2
zpz=PO?C~3xgSdkK*F7hAofbUJ$~R6Yyc3m6;OwBR{JZQN5yBwdNz|9J;zE&H^Znr;
z%Bx{6x%+HQeU#Ok-(cF>!<NhRcw2|ay&ktXXJs!vi&Al7Rhj0$;3{8ycUMGKI+j5D
zSbkpaItEq&#lVpQa2H0>p?!Sb#6(-(5XkindCIM)D3r@5NWjtYRk%i^eBw0noU%4Y
z@CKwymM_E$lv{u9*oM>D<DbX9Qs<+#I(19`_*8GDPrLZ}YsTpITk*CrFD(#F!erDJ
zR9${dYE$I$&LW|(#1q0&$`9$&!pxGIxHrjJ1{bkw!mU&br}S(OS)H9svcuag)3~sr
z2?eEahe?JPJFcWf?bk*=gexy`MD?g^h*9*cv{xr*4?<dsixY9J<)?-@m_oR#aBIE4
zz|xDPb7EuKN(+YxN=B1qg)H11Y#3)}vMM?$tniXmC+aRyRnFgY6K3jn7@0o>Zixk@
zGZ0L3csAn2&=8fYlg@oA;*1W3Y413H?LvLxgC$#=GcoZ|NEs(u1|z4JLj}f>YyEED
z0~WsG@N?k|6s@{3lqKU_KrgTK!^=e90k@(79rlxFw}bVgXZQ}-Z__$-OCxi`Ha#FP
zI#r0RryFVnYpY-q5RfcT#x@DBCtxcw+w&eQtPU$7l!a#>WA$Wu@a$YK&{|1dnb0p!
zb3X5xo)gV)U^9&?5;?S<VW#cvqBU<!v8*Xkxw&j`=n|)DMe%h<lW^lUfs03*x+xu%
zd9$LX=cwL8*UlHiroM2DeV1J_DbS;<dAmlrs>c)2BX)90_G`vuHqXJ^8b9n?=W1ik
z7x=sk+u(<36-?K{yxNe<K#`}}b4FmtwGp%7b}BOGmwIM_`Kv8l#w3|<sioK9x$ii+
z<sBDu@DFpJ<~;CVa;Hcw7F~n{h#IG`)@1<%I51eBJ4Y?sVP;y>xbo;4Sd$g8C_?%!
zdd*^vF3@RUu#5=jPVV~H>Qt;7Hu>!JIoSP0?eD>!i0iV6Q%I#(gLVcwKDX5lqE+SL
zGd5aD{Ef%(Vd>9ov_#i$3T2jJcCOdC$~t)$&o;joj&!d)^dl*cY<?;%Xci+Oasz+X
z%z2N$hme`;N0^W$<2vEW%qVbUQ59z?y&(PWi1Bbv*Oddd%egWw-Tm8&D6^Rs&)aK{
zT1l$9`g#&`-{JR;J<aP03ZAEa=zu+VyI<8!76chPZG_XDz*Is)ZsVU?+u0#7@aq>5
zf-!Q_eHHiggN7|q*b#7)N2}@mudKx=LpM5Bs!7+plVw-ogFbPui|fpP^+W8&!VDjc
zBw8fPUC<b<H=NnRPQ$^Al%x`RdDuohlbAlI84+;^=wa7^TOs4f4DnhQKtMjW?oIcr
zfAt2Nsy}_krLt$)3xkv8w8eTY=#BDxK1GHxk79kZV*emX!V<V<mEUjo%>^FO`s32C
zAJi!=@vBDAUYJ4pXy$-u>0jnPa=sV^wA_a}Wa**n%;$IIKdf~P5Y=lP?|t5)3GC^-
zQ83W{8eRF-(?7LkaIm;b;d)^c=bmT?<baVKm|!EhLfarebIgAIwt0l>afR)vJFO;#
z9oJ-J?uGN0X!e6fV+8mp5cxK(dy@YKRdKffEO#OUe^MSPS;T#)wi*6LMsz_#D*xDN
z4mWp9H}hPdi&Q>;H1?*7B4d`ZltvKQ8h3-$PkDVf&0M-W^KoB%{*7o;#JR46WofJ3
zO|O{DifuDK;N0A2@{GI~u9Ifgr*u;K;XH4SBZcY}E+WpEh1u9A=V}8sT=@7WX`BoB
z5cv!&^kUNkkJGm)C;d&iC3j$=+?lWkqt&13R4dSHaUYL)6tg_;b$!pQms(xveBSal
zAnFHW_d)~lnNjgGIkjbKBg(2jbmaCmYNONOEeIZ<FA|HYv%czyNH9d*H|w*^XeCa`
z`lU0|lK4H!laDf|l0FS3r;zNX8ku$@8R)Gz-hz8`GBI>|=x>g(r9zab^vPDBG|ecP
z&%1koC7ttD@d>M~X68$929BiLTOC_58TZK#c#M?6O&>V8QXG^9@3h!D&;$1ywT0(B
zR%U+onvizEry)sJollIs794BW;(y>FibZ*@ZSnpbKqwanFxy;ca0F^KvnI)Q+P@L>
zALFW{B(FH+hO-f?fYQdv`_`;xHjMpRzQMZ7MiWC)f_S%`BH#C#>*uyf$U=->J}+^3
z-LdG_P}^Y*4^o^ED>-xwL8{x3;vpO3UV?zNv6{{`3-nu)cPF$65+f(JhzsgpTt3~_
z<Yf<+k8m%f;f+0zuCQ7s!pHU5k&ngtD;psXv$_R*MCI~!W`hZWM-!Dr8UaPgep}Fy
z;=Yqb#t6pQiF+~A71kQ0*<XS|bLw#veBE+|G)>Dl5fVyw8N6sdghHP}G){+v6&u#0
zPPKb4bCgQ9s}22vOq*<AO(5RHu;lh@zVNBEq={opKT2pXRL94;>OKEn8k`y9ohI0r
z2}cv)9m{Zevvm!wg1c~3NU|g+B#ah?`53ogfeDSp2zZH_+#qIU?tX+ez4EVLT835l
zIy<SX=ASA)Cube#&J-$HvY7h_#gk;4fE1TTu~hi6MCfbMK%_t3tEoP&W2P297(O9Y
z%1v&+*>IUJr0&>X42g{;m=;ZI6eNbM`K*eX{SB>&(39o|nj%{Mk2l?bz2;$BLW)p?
zOqXzBj5l(lyABH17lMFM3(>)KBdX7F-S{enOlgf#0w6F?;Nqe)37st_14zpgRjisT
za<Mq$r{2WX8<W-_Ug}w5w<8;+oQ4J=reAsZq#G6dq()iU9iT>zu1EP>$Tw|<3(AMX
z)CGg<j%v=2y)>eimh3AnW{;D&X%7>=3H#+m?Q`77nmB~uOj7sjke`W+yiv&#maWw7
zU$@NGtth_xS!0NmMD<dH5EQ`>j6E^j0i~;lfbmWV*{*p(x(iv#I#fn4HhI?>o*D3U
z7q6u1YUq<JE9YWrWe%q_(pbr~fJARpq;Ty=xW=~RBoO)R&<=NOzgw+_EeLUeA_1oz
z%c(0;4<*Q;MWhx}ANMYZBI^AL0*oIh8<=RU3ow=(|GYe}Sd6tUErNjq|EtMbkC{^y
zyQw+g8b5&BiCYLdhV9;OSfX9w-QeM>u9{UgHenV<1n>6M84OnDw`wY>+pjh0k10LZ
zuNkt9v-6S<<jYHy6@%vZepLnGod|&u9jNmtd@1umGZ8(v*lzmhcmmvUtf%SLie-%*
zte1$6?Y@U4FtE>hYFo(q`0a_8OMLaMBB`S;eY{Lxmc%?-SWsUPT%EWiw#P}}&*skY
zNZb=AS}d>b+e|HKX0@Uca`-op(Q%ITM}a5<m3Okn%wC!=(575@eIBRY#;~4He5^u%
zg7ZJ9K5*#_ar3RZWJmGC88}}~MtYceO*U0XKYrF~whiL_<uS~aM){$G_4QUEw}cp@
zOpAnWc^3umOhG)J;SbMxz7ge9yRZPWZ(>lQJ5`hxmo5`@R{rRi!B(^QZev^=r_y>m
zP}gqNp5+8@r-2xdH)gC)Dvj)I3&0$fi~3|P<lUbERrwbbuNmL0t=XC`;s>QI=DCFY
z@^fR;TgT|jCQJkvCtw!$tA&P@sq2@77^Ov79odl=A~A&~(e7u}%i~|aifms+*q#T?
zp+%qOD|5QVO$fcz=`P~5p^fv)4=uHe+|ZRggVCDs=|AJLia;mK<Foh<S_f_Jne?Qo
zihgfB_IATxHR=Ac_yH4VUjBlu1R<H6EU(KJ5G9zUNX$~ZqifKdIxc%|tGGkH9)Gx#
zH%Dr+-D}V3{YzAyIglbY4?}M9%)&W5ph4=4gsfHa8u2Ok<>${|%mqZxd8LRI&Zho9
z2|sYv7Al?n;62-5j_~`cIw7-vOgo>)cA61|^6>F-@e~j5$ri`a?%QkjNa4~0;+F(z
z6gQ&d34-f<)*OkO(8P~6-RcMBim)O?rmKu=WZa%LKW>zTP$OB&p&rxiqN}mwtVGpT
zNS;koDb8W_60R0-B+d^-c=KSEl;2Bw?&tM+cu5ru-n}{$TRL>uw=4AfWme3;C~Q5q
zhR+?rF25A+z8XxEZ>yH&v;yT407#;)NDdd2CcO^eAi9fp=JS2KnaJd(O?IYS>k!Ak
zwn94E?fjnHiq+rIok^vB)WZAKv}=8{e;i4E``lF9E3^o-a9`6)3!CBq`@ymMaVkuk
zh}&?h{R3>mwZoCPk&JQ!Rz=Pa)wC2w3p=pMr+n)38H;d+Xlk9Z(_ET_XO`A?J7A|2
zmKx^~33id;A6<`*y2x6vg_~$}N7=tti;<7T4~E~FRq9Pl`>1av!QF?AQocFVw^n5|
zCm`Px^Z8*nW=(!8>f1}#q7axHf1dbod#Df7DB#?mb+r~9)M&Qw%FQDYEyt8L2^@A=
z7b}4Vx1ax!(57r`#|{q8VE9AQYgNQNr|##fVYhfyic>H+KoK4<e<9R~&c0B%{wJyK
zi0GFA?|JfebVYkNd9$vQ8?UT%?Dox$5`CTqaFO+uF+bs>-FIYd6ZX(K2@jE?SCv9<
z!cPw*VHy?JY$Qa~s@Id+S18yC{SOQaZ(M$TAmKaXEVEnUVU=Ry@m%LL)oOU=u5_{f
zs(wLC%hfz{%Tsr|?#<pAu8CT&rxQYcC=j(ob3jJ5h|9JRX(U~GFwB<OFS|{`PpHP0
z{<XX$Sq`tLk{N$AF<4@(*Ne20JsD=?&<|(GCJuJ4ze#&#j{J<OFwLt*+_;^X%y@|3
zQ5RgHe}oRs9@f`P8>-Rz*5I0??7ZdcD73m?7C%Yyd0_d=nj`7i)QcxeWhor2$EiqN
z8DBo}t)=n3KCsJBS88Gv^yyU!#ieP%2P-sKs9<t3leZYSetNrwolD5xs&wj5YAy6O
zpR9}WdA&z-@~F)WzG8P`3S;8Eg?_=HHCDsuE)R!_Ww|fE7l!h91J_L-(VFQF!cbL{
z#A#ZPQl;KTArX4}E5q_MW{oXGF~aZL{e7SJ9Wx&o$I-D>^2KVeh;iOE_p3zl@Q)#v
zp&zKQ)*v|+pK&X-<{jN0OOfm^3Kt&^Zq|jqp)0x@Y?ZYTjSAK1ABD-|y|%5i_X6hZ
zXh;e;Aq%Et+<zOMG$HeCG$z=7Z{|ADD6$o&8n(v1V}N`ry8n#$QTuI|!#BY#zG+Ed
zsf*U+n9k9+95mHi5v*YO45%4Dgc1L}u_#am)`7F=M);S?|BsDx+7Sjobnw`=ZQHiz
zAKSKV+qP}nwr$(?*_>qW_7Qs1rb+ubJu1^@^GhCTIezMj2U^;j5^v*elWgOoTX&_z
z_fLQ8Hx`au^kUD){wPv%cuMD7#LZ>FZ=!e6Bsg*g=an}ZW1Y}R^2rN;f@EiX=-q!}
z<T~sCBUay9G6T^=3!+yTJNe<&gr6b8YM+*+=Hi>(zyVb$s;-|kXG#{Z6n>_yMip8&
zlRxPpj7_4ib&6pRly+E#C-)2J2CYgxST9SIqzzuG=FGyak@DBN3FyhJqn&1nYW`kJ
z%5{ZtIj47b3|CvuX;uW3#N@SHC1m0zHoj;{=*Ap1A)N0@7`Ip<YUVLy8#Yq=s$;Cr
z(IwFK9#V>&&N<j{^IxOKQuu}_hh36W)=l$cF=<vnN|?r((4bmu_Z(@0uG%5InSkK?
z^bst1Sta$Ygj)|<4vBw3uo|O8u=={G79c;7c9z!6e$3d8i{~t*CBZmU!iaKSGAfzu
zXV%wB=<TJo*TowIJBP7EtY2O>1qQbDAgdm{WHE1GkX5V!t;WS>;a3R|<>4OhBN=2E
z`L0IqUF+<H@y~5EV@W@(A#gwC5G4xxpf%SdsYS?h-X4i`ejCE(qK))|s(rQDAmx-R
z2<E{hv#5lEGR=9+QBh!*X4`mH<&)Q*u}J7Gcf55VYJ6(fHv75_*1+zm$zU>lLK%NO
zQY!M3#P;siBaD69Gi!`8J?gcDo*;n*1vwt&R!EJeQ(RBz6wC*mj~uK6*;O6UB$pyz
zFvkoxm=X1oF%ZQ;2oL|nELbd#li*&8fyr##X<R@|Jd3R=mJaeEdvIX2-kCshtSxLn
z1>U~n4pt+tj`&cA(SUX+!|>~bq@+ZOpCJla-%(+|0-6S+`YW7>29a78zfNtxX=JdQ
ziQfL)+|zA?b37NJ(1<+;EOh9E)q3w};1s`VZt~!o+d@!1ae!U<Ty_%@u3pB*dmLFb
z*k8^UqvPf|iT^ZMRk|6@4N^q3CWdXkCgOrA4dcvS)FiMYOX#_RST3gTItSujklr#m
z_#fti15wS4*=xRDuC>H`-SW=1Z?lQmHTKS9<e@r3+Z+|e9IVVGZFGEgK`v2=rc{W)
zke5$kTN0GBOzG#37Fg4gB=b%hK09;pxQ4N~BQQWWbG6NTflvKDNlpd8ll1G=sUq&Q
zv54RN63O3=&jnHgt4Ey`3M%~TxFY`w_k(rRDmX03fTDq1YZl7Bm@mR`D;H<@6C?Nu
zEhBMnQL&?xMfmHB-3grD>kQL%GGSN^QS!5_)EJrbP+o>8bthTfC9miIPPinn+3s$p
z!G>aC!@|{4(|r+N=+8r53*FLQHR~@@VRKOINB$`()v$Icmcagsps~i=bO0_({JFm@
zSaXWOZy-HcHb%pAx7ZIn)^(bJ_p%~8&Hi$*#kjRh1U1vJp=;6gTDLF5nRZ~q@y1Y$
z3rW<=xk;;gjXh;C0g#L?{1@E*^!{id5jY-#G~gHy=r`6O7>$rTRh4=xpfjg_RAR9Q
z4oMQlnOlv?`kpG`c1g5xvP^2n$kO&y;v&vhDC(zb&rOc+YAYAZ$M&%<9i>C_z3W$*
z-1wwUR#_>|4rhj#rjW49<X?7_1yw7~;l8AfgH0M_fp<g5&o22bxKrT9P(&cjw6$m2
zgV?NRvC(Xkuyhqk<}$U+d3|481SOT7Xf&UcALyIL8<f=Gy{RAkafj-XRPnnM)6eu9
zN=LUP@-b*eYyUm`n}EfWksT%WW1m^kvp*R3C5J1<2{^>5t*l#JT+)>ERc4y!x6N<%
zQ6mGvqu-^y-v}?*iZaZ<+2IqnfSlkG=9X5I^KdA8`~>FbIr!q~ZAdeL1(3AlD}41x
zEEGoGc%@OTPw;9B;eRE!Y$QQNdkO$+>4l3%Nswt@GqNHiUCWP0^enpswIx+w@*?6z
zh8exwX=!qVvzjH(iNzO0Fkbx#c4ui|s`&%|O>%cK_9L`4^5Z+sYwkBCiyNXISG$Yw
zEaEy$13k+O5r@mUxp!m-P;f&bc|{yfPj9^DLl;MtS>t0pEFVoV>{-rW(z%PIVWYTM
zBh4VLf!7(Y5&?n|{yu%<tq^KvJhJVRqi>kwiXwt4ZAHDsH0#kPF}Kd;f6j$Vt4(bJ
zETARaNwU0rD~N$r`1QuO`3h=0DOn{yEv>wA-el?^>mcDuoC3J^D{@BixDMAcolVQV
zDnscQS0&iX_yUDzfk6Ma6%HIyZu!}@b7IGnB(pUwiYz=tRTqJ=t@&Q?w{V;wWbLRB
zPvmBew1<z{-NR^n{_{}_>3saK&Cr0(5eELkKI=SDaR6{g(Og5A?DL9fZsAopy-QWg
z`{eJ6H;Vv6pe#CpBZs6I&FQbr^TVC!F*Zp}ix>;Et$E31MMsx+-}m)z*_-HI4}n`h
z>$wY8nCM^zxsCE2IOiLOSnj8LQd|*Th5k&;fn%QUb)E)pIzP^eGRzu0L%7s{0R<Ed
zKKlS6i-q~$Q{JELUyp4ZNcg9xa`WY+aJ`-&x<i56@q}TTtGnW)_dRQzEtth>MO5n1
zzHH3SX$$eYFfnDQ<jW0tS}w&EZeK%-&NCaG|NGO0aXU4xZ0x`4E;WIE5=);(bq6cW
z)=wE&4Y^N{Ndug&dTs64Y_IX&qvv;9ls&ilA??ulvctXQmv(ppc#kzi8RzmZOsYm0
z(2?|EQENKh`<^q??V9eq%G=Nb9xI1Eto^JuS1VfMvE<Q*ERv*?p=d4iP&|rjiWO*6
zfKhf>Rjbqy@EoLx<@?`rCtUV$<Y7^&HB(9C)I+mP`MV(Bj6jh2&?8c?9M*9G=1h6A
zqI2(m@G}fr&6+82^U6)GlfU$Bn+nJb<P&$w>AW;R^IO#T55&klP<b1Dy%9je*$YKN
zOoI^my(I3Y0`T1f(-L+zpNPwlWEwB*?z$xKXJd+Okp08&V%@Y??$HerKZI6D1p^<N
ziNnnDX6g}KbwRtsai?hWKsNS=gUY3zfz@-7OHthA;Ban69{b&uby*VnxsckLMYGyj
z>TF=&yvLukOK<J&5E2musBrggZgP_ksG-0YawZ(rD2wD>4YEO(p%VznpDa5)P=g?*
zzb}v(Ni7zX^|edF(uX{o)MZ&zkfcy?!q-_ENz-7~lfNe#O6NaFHQ#4K)S|#te}cA*
zFg;r253W$5X$q0meh|QOCZGYAF~Dy-Bqa%CW5ta!8PZR29A|#oLoP|&|F(^pK#r*<
zsDLhx5}4A*X|rhcxNtR+hz|6T$kG}Eh`>w#@zsMcND6}A1?rjF@ZL58FTY<1Q!*!c
zTX*d7N&Y-2rp9P)^5Q&pFte$xtYigjnxR+Jbg?;AvmOg=G%nbj8FbK;(3<S4?AE=l
zEb?Ix&^@tIW9#aN3Y%Hfu&@z40%+U57CXZLe$+tDR}<(c#ZDdjyvnKX`05bgtp~6b
z<1Bz6f^lK&Vl~pphy259AGglL?s+<x__P6yI`F$~!}$zHu(*dV1&G?I#}(iihS8(G
zAiCNsOET3Bpts(5=O>)Y!}NJXXC|AP)xtbDyClTbi~9#y!np#$^e|}(o~{tG52bm(
zNS3vaN}^=!1^uiyeq#Lb4O|0{Qit}~1f#PZqMj&B7dCsdskTDJ=zug5VZKRxH}UP9
zn1u#~lrO7C0)Tok%+&=r8SrI$bN)^AbXU<jw~#B%bZcDnI1xgq52h=`EoA#$XYJu&
zhUcow<(hlyNu-`S>7_oS>c^u}YHvzCT>*~P|K}Q+?QJoz-3(!e>7T*+ia7f2*98h=
z1cKX%IH8NOCtX|5ES)0#o>$RfWd#}z|0NWBvWErGq}LF<<QzH@yd#@9f=;LY#fYMI
z65Dk6j&kgMDhLRYa?Wt7)OGr>QM{lLk~+FB+K+?x!(`Zom?3u-pp!VTii(T3VJ6Kg
zaKLtC)jICSIsZ@PL-ANgM4eez;P8m{W1sco=Q3<)H-6(x8o<v4_+AuM3V?aOOz5Uq
zQW4=Q9~(LBquG)+TatE!#f*{Z-_EK7y_vpkM(Er4sTCzuxKqfk@j)XbB`u|uhdg7c
z#ONIk`38dbeUTdWShK{R5SDRLqfuNHY4Y+LonG61lkfEop+2%he?7ZLBs$VPr&>7o
zbPgZ=f|T+lMux}1j$f=$2ouQK49=*(s<U=rO;ri{--?CFOo4Wnd$*pf$NP|R4+0&n
z$yg4JmaR6cm&E@2a^71jX-GtUi=%{F=og;37kQuWSguFr<P=3I0ZtnBXsmuLmB-ah
zY<lr{DexFM+czf`a!g5?P!lk>rUZ9zN)efk+Ewctbw#XiD9EigTp>90_=mpqrjnd7
z>?-c7MF&KSB7YAkBJi9Yn_3vYK%Wxk4h#~^X|ms(H7f;6*waq&7xps`-!>Izmd`<B
zX;I+2hJLz2Q~WsZk;QOyM$kEf7wnBgSkZDbCZ3*kkIL`6o(B6W_vLL#qw{N}d?Ex>
z+GlS*a&>XXC$ecgoBFJM9iD*b<idWcr%yfWvFh0LmAfa>V_kQ@HPGLgxc3d`Nd_}I
zL6>hF{<G?4v6b~QhXF$+iaC<k%oB7eH2WcuVSCdVW8cbTA20Kk%yM(5jX2mxGn^7}
ziOT_a&|6;oH4U|}-eNrYNNR2E1uf)Jqu%|&mf?B8__@I@q^tjZve%_8l&VJY+)khs
zrrw*C<=y8Jk}8E`i-8|fbbJqsw5d|B6i40aZ3*_I#djz@E?^zowhA+Te5k6J?WwBR
z2D#g**oT9)2FP5Q)c1#6QK6xd81OPq=Rz)E5TfT=6=yySKoWNhaWB<~-iJ&TihHGU
z^&r?bz)K61|4@HbIswwkjFLG?r+YtETWXLM_2@I*DU~~t^qyd&U_ye?xt<-aBFq_p
zpvg8yw2#eG1)os~Bu6@Y5F-1*XHG6$J7wuAp84lK<I3>TP+bj#1pwEu*wR}C$xKp*
zmnC>sC&F3Wr)I)MjUPITe5{<YI3tb-6^RpLYQVVac=!<1>ClC73A@P~aVh_1y03>a
z1@It{@05wS&<GU_1qjcdqM+1|0CdsbczgHD=5vh}QY##r)*oiHy<?Ou-<Kttwr$(C
zZQHhO+qP{xZ#r+<wtdrfzWaMs-PJwbzq;#vs88oa#5g<F+Gou*XRNVfFC-MIsJP;_
z5Ge5dv*c!PVe5kp+sIwJR_o7(mowQasI4^gENok1%fUsnRcE)P(CP&}MWJ8oiD{Q)
zlHQW29%B{UYxN4$FoetZu`amYuPC-jAwb)UwE{1F=JW)RxI0?%nxE!>471E=p8^gM
z5Zz#`XhKhcwz20aNyrK6+@ursOR2ExeP9u3ku<cMRG*r?PX*i+;wQ)Z6)k7+L@guB
z;lTFGvEj3B(yf5=`QD!!i-21|`9KHk5Ba0QC9yp(rE!e=16~D=Au5*IDne74_*7>9
z#FeMpXploQl8+CFp@sX>m#T16<R)03Pg}Qy3C4<8`A78Ul`U3g7V;O%j@p(~5EI(v
z>gkPTtt2$D0R=RUO!Eu3VX~jh5f53{SEO#KUJGoNzG~VyNiGO6_Y;@{gFm}|E(Cji
zULj8$NnNv5ZD5j(Ub(-=X^s+8lTx@dc19AyKIdaoUlWN1V;?Z;(FqUNl<%Y7*g;SN
z2lCYJaU+7663}|ucclkQ&`MtgI%nFnrlv_!Ky%hcY*7Psr+F>SgOYug5_RA2bk&P`
z^VVjU+5M((G)rFOa9CEVX+HF_FBu&3y++RKemvT&Bc0DdnhM(3?jIJ1Ns-RycXSrV
zk=5zKAfajRQhVsotpr;-TR{p!w3|F4Q@-Jb7{!q4zoY6Ie9mrbCO-zRz)}x^u4k!G
z)of>D?0uLx+`LP2mR_h+_Jr|mt^clQ7p)WR@~*XUphbhW4DQ1#!%Ux1`o#UMB6jvL
zy2!K~`{v-Qj@L&~cqiAsQAo;SJ#(eD-{=Y7H~Vu&Gc`93=&@}aA?avGb&!miF-26h
z&ZpHR6q**{8wZrab^B(M{9Zelvv25Wt|8dficI3y4#vAqQr(a}aJ@l1s)mG{CbFBo
zY;jdu;{Ue-3qo6bH3bVQEts1bOA<LwiPeIhs}kq~fC{TPFh8T6O4(QGgLL6p=|?@c
zv7FI?jpLP?Tr;2<5h1e(A5;cpiB-^KQ;u5Yu5``;B*d;<Hl+cXpj(xr&Y<a0G6J@0
z*k&UK1wsN@=bVZIwK7sUC<|US1Dg3+&gp5mJxl`g5x!;W`@QaqIKa=4ewif?ydPjC
z8izfWqGJ=%aYvFndQGp8Px=Q7YCCU2+VX~}c%jBo>kxWdldaVxN5Cv+@kfTpqg`S8
zVJv<oYG(XIz!cCzxt~{d7bkHobFVn{_A6Jnc~%7Q#ubhc88A;mt+mH8PrL!lu@Ylu
zuqNA0JBEmjBCYqWSk03>_Hl<AFF7KS`QE{uZH5;t(n1U|v!L^++4jQ7`}?xkl!1g7
zay}S4k{FvJq#&f6>nlOD^Rhh?V8Rwl`%!iUVD<<6ZMu9f{aHXLu2}d5(0j~~fp6Qm
zpTbfUFwQUnvMY3Jyf;OeHZ6bgg&x5uqKK3oxU3LwgBySRd{Ux27KeQW3Caxa6*N=T
z`Yju>DHwJyP^I_5MBiu2#&n6@>%nz28b5(903Ks@1b>=Cig?|ZIZ6eJVF;m%CD`_j
zg{6u;&z86KtI1h?T>H$GyCD8@<OZ2lQ3YzXw80lpH`CW)ZTHvAQiKlDk=A7E8o7Vj
zMp7(9&ZY(`cRp9xE^jMjfxEcDYl|0;VU3iueOxp`U;}_2&{NmZ;P3W7wdd8^;<d4~
z?JGr(Cov0q>t$e&m1&2zH<Vxi>Aw%<>_qDcf#n*u-bN$}<mdWl^U(C`Edj@AWtwSF
zDSMfFWviUAB0yGt&5MlcDun3YqO_;FgUTxK(re|V0C%1C{TXJ>C0^S%QH@!M0dfV0
zQ}n*~+8L^D1mHbi<&`I~vO;QVG<JqGJ35(EH%u2&Ec!L|h##{0&cZf<1@I0G*3}=b
z9kSwV<R<eA<ENCKKDeg|Wd?^o`y6KbOH(F<f1rttW2}jDCwnu1J(uE&8pu=$(W;DL
z@7`!uJZ%5GqVa@~oFA+jv;)~tIKtgD*p(Yv!#zP4YD|DPJQbIQCh8JWNc)(O4HG*?
z>_p_iR-tCuI}nq~#h(6t*U-bn><go@O#)(I_`YipcVAH)70dck#1PFJQxDECo>cIz
z9kiG$&uk$ETWC3<*ZJwpgnMlI8ncJFGSRghS1{A|0NDcDIVIzP03wX=bQ!-Ia9md>
z=4lYJNcjmv@15yBM54WUv4Y``Y~4jC2nqz6{PV%Q)*LAwM)B(rWNXLR!kIjkG$CYZ
z19Z!oD#@9I&E5r)!pkTgzFrn~8zJGK6Gd<%NFf}lFH@8}%XLnbA)Cs{0SghVV77JM
zr7=HS*gTBveWpuf0#&akaFGhJ)<*=B$bx^HSuuH86<5BB5{C5x2Hi|3F;w5yVcw(#
z<KRwr@U*Ws^P9+JtTX}f-`04rmtwLjA#+e|tp$DzC6&%UdV;qX3%KNpr;pA#@HFTm
z?l&m(e-rQN2kA316HjfauUl8sMbdUihZ;2;u%<JDDT0E#`Am#Dbhg%W3#sg9NVm}P
zvV>TwXv>`e42$t%b>S*VrY)Jr8&hI^QN>s7JpvIU%!5HJH*U$OtW6$vV*Z<tYHO}e
z23Czhg(D(8tBmhSp>jj)-J}NDE0d=?=C$KVqT&u=JcYhnaOihJy_dnjikzjK#*)ow
zFx<~*Px={8!XveU@&~wWF;|ZH4l=9zhRiAwkz5IYM%b}u?7=|}04D8xaI#aDIs;^-
znkC-x@iA0<c{kXl50sSf_HSP6u-Vy`(bpsBJ99)`IDAT<Mjm9f`{W#E;2W2<=kCjW
zY^6kV5RY}6CDHEG;Ip$!+=TCgUBAW*odcnWQcYYDm1#p|%qh{%PJTDAsr{nZ=oC!_
zb19ZeNOF~tE<t75T*FeZXVaLi*k)61B@Z>(g6E#9!T97(T;Nqk)UPI%eG(U3zsGv@
zRd^tKR99g$0-T&?Yb%NPR!EUObu(jJzT+-~wP%o8+*;c?z2=^K1Ja&;4C2`@7*p3l
zqx@0Pdg^)}PO;e#rLy?e4dD#RIy&in91~A0bM#cw`7Kx5J^OYk@vHiT<_%i5Pa@q3
zy^cBdqS_>#wsM!+xFjO@X1m)?`7Ov&F}boad5&Dr?bH<4c#uVcf{&pp@{9(JHTrwf
zS>sV{R8np{F#81LgSl$qKTqKGxf`W4!{j%48kzi;cz9(HOut{oT__b?l-EmZeN2)K
zd{{NkVS$3_Os3nak*k4QD=?b)ev5n`D%yatOSqx?2XY^Kyv@XY9-R8BI=^B@%pjLf
zvO<UF*F8G)j*Tjxeh;=T3vC>%BB0du-Wf)r15gc}+sJa1XpT(C(o2fr1HdItQC+CC
zLFrP&ZZd>@6c5|y3mMv|wS;2bqc>mHzw%UGBFS}_KPX|xa>#gwFqe??;13Dsci(cJ
z7u)tK*?)r125%4Gh5I|zZ$UFGy3<RCnZK@E1k*_X%##+YKSugz?%Mv|$MhJBIluJ`
z0jy6Ud6?u=f3e#netwbpbYyK=nq3iI&llVm(_`7oV+Qz6@J|t4F4%Zes3K??q%vmF
zrU%igS4}r3c8ew(=I?5jsX{%15oba12}Twnge3o?+kBKl_nY{&P>-L9Q5uF=y&9@T
zB!;!a-F-I*`2bKJh-a`Cfi3sRE%h*OfymOw<~||3$n$5rgI8h>luG+#3(_D-2^fFa
zfX(-2yhC1y&6rIz9Valwt0PMv@J_Mu%~6Pl4lIC~CcsC?Cb7a1q5BYs3emwwm3%;M
z!}<nUTGwaVR#7UKhV}K50ASuBqNSs}5c_1|9-+C7ZjNxmDB)*!B~uRE=qXaE8ZUj9
zr+I;&Ep#dfY3=e!g}i#-x*bT&Ml{u5{cMCNKZb%bGtM5dWAG(syuRDc1WWYUp4gx~
zkH!RyBHv><YbJ{0k`X)~$ugNwVkR|}f7;=9?kzkk2*F$(`2LGsXaZ>OxE9%=zT5|i
zw7hnpDhnEcK)XzBtE%T<F4U1(AC72(AxcdhgIgZl!$fU&L2lN4Q;_o&H#Du(&u5FT
zDx4VngpQ6(m5~}3HnPzqV)_g+t|LacmxLxJB1R%YLq>5WZ5h17?bU6yG{lv84x30#
zw#56jp1v&XqsAcVn}{6X>2MDdl?$fZ9Vr|5Pgt(i{B<uo$0|`XrzF|9CeCPEWGZl`
zsG@`(5I)=9gOSTRwh{Uu1?iWrm0vU_YcbInsLXv;-Zyb)UsBW<>N9pGCcE)0FS!r%
zRLXC+p0~umD{G`W`$>0;2K+k2aYqp(-`n&6_V(BE&u0h{sA>hnF4b7+X$UcOF)j;I
zgo<MEQ*U1O#9l_%r24K+JMl805V94n75xaHk(BEQ0bFs$<p5Ykj>?53>c^PNUmRAS
zwxZAD&u+XU>!&qv45FBmUEBuU3LQpbCs9^CLIK=H@#i$Lv^?=N@^fHXS4F(%Bj;GQ
zn;QydDNjePwdpSMyOkwYVW&l5xU+dFKp}5_c6vXmDk)#~Q{xo!Mz`VI+X6Z)Nv~en
z)a1=32)1~CcYQ&S7PZ8q_XXzZJDTFTuU9t-kVB6FdQ!!r*0ux6j7PwRd85%<Qz8UR
zmoWrT>Bn^;rd3?IJO+<Mzsju<Wnl0pSX=PhUfzEezYwA70zzh#e8g6t48z%d%%i;$
zL6z~NQX@GkfUs+Q5ss1grMT_IgC}9C>8Q=O<L<sckW@@G<RcSVrz^6Oq;JGmr&Y|N
z!^{A{L<I_IJx6CP;yK2KSsi#Ph+~2LC0JJIhU!hiJJ3xBc>?_{soqa~3vxGWQUefI
z|FWAev<$YjJj}U(7G=kn>^vknjc0z?+%o%MJNnD~;4I5nA|;E^aiojr`fl?$8<}<N
zCQe4is|uip&k>yXGZ-{;%eDQyc2lhG*%v8`KcKjo_l0OhCY&4g3>tQObd{ZpCKOd;
zwmAb@gL)S*<UPFMRleil;yv4_E@$d0)bNaqxH_SdxH}jY$*+<f!Em2KJHJe&tT4$j
zjx|GO?8>Wse$OI_q1<NSp3{N=*C|*m0iuhoRjHYYF=00@vce@__T2{ACK10Uc=ByV
zgn*ulspAhYIKo#|Mas;|MoGHi_R~;TeE#wxxntOg0H6TA3KNa78APVt7e^KP%oVK}
z_Pa!#nPi;nxAOyDep*BeTb^eDcN-xY?4^|!rJj|(rB=3&23e>v%Ekf&eKON|(XGUc
zbhpqr7yL=3xmGT9dW}v~KUzN01|a-M>l4RT>=4o_`MZ4v0|u&ETUQVjszV_Ag?nB$
z2eBHKLlA&ClL1ps)Fq!DoYor(Ydlyrfq4t_xthz<7Q?Rjn*r20!o!G~^_>w=E%$RI
z(*dMDPkvmhj<V4EnGOH`Sr0@at}KHq9r|sEiNc$O0Ygbi9ws~0<<#XfAQ1113YuJb
zeVoXBU&_S=a6MQ<C)?01;bw3yO#aEx`-opQGoNgOV)$MiXEYg>=Zb{4`Vk>rQyl}8
z-r`tur+#cWhb)Xa8Hl-`0qA}1ej+93d0?wxl0+X9A;3n?*D!ZNn)qXp<onL~ivZnz
zUteyNOd3Rzkw@Ge)CEM0vzmKEb<ywv(7Uc!gM!y_5$I0y;}hJwP9ot<fdU_p+fN07
z4@yBji_VoHY!oYxlI_(Y>b8CFmu=IOK}P0wlGPJNn(Kz^c)nKp%{KqH10H|O1DDQ}
zBPk1x9dDvuT4%EN!|X~jvp4Q^TE^CrkMGbpd~sCtjgpHc^#=4w6|aNC{DJ%ert^S>
z?hC%dhcBHL5#RolK8Fj%t-DbFDCKfM@gh<SSwQ@L!cLfZ0ROq26$zTG91v0>_0Gd(
z^-LKidX$Q3=|@b@9f*`$Kpripm#Q8!#@wBgS5}e#qZ&0WIwYNLa4(TO`{U$l+j8Km
zU>u4vJ5)aBz;8ysyRt4O4k>fo=Cm0IaT54uubT_6t=SJEv_A<LeS73TRj$!1f8=Zn
z5}gD#!7M#5+>Fwz`edB+n%YzCeHfRagGp6Rrif1LPcK)y;<Xrlp!jT4;YFSGDLIPa
zqP?&i8zCZ)Wu+VuepdvTilv#E`#Bai)^(ZDLPKnm4}gF(Y4`bzH)x}>OAeQosUp$Q
zS)<0%p+jn*w>XZqlL`t$1N7l<sSI=yRBtJy^fgn4GrPOy$}_r4>6>K!o{{sEJBXuv
zxjD3csY!F4LLI|#1DReefO@LZeh9OUiO?zos6$v>6MA#)xM6L&Eul$&0q5SNT3-$h
zEBI<Xv~Sx@F{)0NX0;4;&C-?V()wG(2V_g3+57Ve(&}M0L)CtQL;I`DSpjCKElN`!
z@LIf7&@tEmH2ZJII#ev;5bXSsVMr!jt3rHZ<ZVhMQ<a9)Fef1DR!DGGz5Tvae9C92
zX$&I?O_YY;*;@Ws2=9YC)=<TB$ZR1TvCUbo>%JzN!<u~P-;H-ipO($&4CZR3NJ64x
zbGtOS$DDiEp_xO`{a26sdd{Ll+`lB5w#bzf7r%!l#RtXfi;oAA)pEv?HP*@KSrbK4
zO;D#`CE1D{zC}*lr5A`h2Y1i2EbqI(j4&k??E>){!@%vS=k_D%TwO_oof)9J;4Af=
z@&f!s;qImH7`oj*8UtOp!M9P6D_9QYjv~Q_8&}^j-=bXF2Z1ch%`K{{$Ny}fL`1Il
z6!V;`n4fXPqjW!*+$XIzb~9SogMRC7l1oe^FIxU0j#31%<<K{px78w+T_+inXd`f~
z2^XlZ4COsD`BXv})*gXf@>B5QSK%HZg3PuMj9;sLc~TK~@b)>Ch%K<5esBw|ed!_W
z4trPjQ4PPHXVV6*x(bfdfnI0d3q<+py*UpNXVd43QXrdM{zJ2#sKFcQCteU%laCVL
z(oz+tSD>0-f&0aM(c$+%(|X)3b(=Gbf7m}qGBIfmgWV`EAQhD}X|*K|^8vQf8={YC
zd?hu3W<^ICVw?!Di%!fp4qw&2`0K_uEp5lj6wL@PGL#v<xrH!c4XBvSY$l9nah6wO
z6t@e4e(_Z`A@sGJT?RMWQ>qU+)wjM63$<%E-h%fUj{K;ye6jRBn&0-Dv`euj1WXN^
z%e(Iyi|}%d4*J*JhekBqy9|0~bt`mw(78voaw$pbf=f5i)PxxB;N6hk!$6r9tq~nX
zaJPZF5ZpcEVPj6<i*W!!v|(?fbnsEoWhg)!rZ-dU)16+frp>_V0bKl<1t90;3a;gT
zbrvNfX$A`YF*<)ySoclKv2%AD?bB!PT5uJTlS6>;XhCwv4xSu@%mQza-V-(mOD)-U
zaor$jwQbB@X#ADLLXuu>-P@I*d_DO6Vo7*1ZPIGLa~<HZtE#wN-|DcBrBy^})YM~U
zuiP&%)#8&jVzsX!&#pG27Vw5|bfZdh&ZdjUEAK3T^HMm__O%bS0yH@)@-q6)^IX(P
zI`g+2vqU~j2Cj?*Om9&`J9NQIKkbA5Ki^Zmo<J2poEWjfuU|9XzW|4{1R%nzuwDLc
z<pJ*mNR0X#*Wfck_()s?y++KOw35<v8glq$WrQvM^&PsE2Hj`xWyO6vEI{#{cII`4
z{DkJ!H_q$Z38AunPB6JH10(u1Rs9SWM~FFkGnrYmv)0wuehJi9-B7j%X_wfKg$o5U
zxg100ct@1}*}^&yHDYBxwf*e@<Kr$m+9PHdk=y>|oHd8r8a8CMriJrNkegg7ihwA~
zMbbU+Iwzvl$aIR4VEJZkh{jQCHF8ETHDz@&CuYV1{>ULQFm>f$K7{<fH6VTc$OACV
zF(jmwV~K!J$>U#I(jv$W4u=UJ7cxsUiKsBaj33vx(mWSBRjbq0jw?pDqbPxd(i`pb
zV;ClTx=AwU&bNn>NeUd2iOZH>9IZPpGLXwrg|@<#otGDM^d>03c}Web%-aDVo#ud`
zMR+&*Bk;Q7m{P{t{X3EyL8K`BYB;#=(Uil1KpN0REKW7qXW85@>mv$i7$&e62b^8Y
zX8<02uApF%%DAIV@#MX7b+{)vNn0~Od3HVL)1|lcfEIlkX*N3^IH!Z;>!^%ooTf#u
z<Hc#jNz(hBk66Sj^%sqeU>D;sg7~dLzWFx#H2XCFbebGcV%77Nf`~_AFzS`8scq7z
zdso*z#iJ84kfYmv?yR&!c0r*K+CkkL#tUGLwhF%9_jG`uBRl9?NhXuOAY~XSsKtf~
z^hsBZ$i#=+8$tW8YE(LXwNdyw-+4UqMGgD|toAJZhv%vuDfuE8BKuISOG7i#V<^XS
zzXoIT_8XBz8wp2)GH$>J#LXGKq-$Cqk}FA#^Wdn`&YMvIh~bMEyMC%lGMavh!mMO6
z3L9ZqLSP|cx<Q5^teDBHy+GQ9t<>D{baEd5XW12T9p9ZJLaPav=U`PF|NW0SVk~F;
zurhXH5;t&Wb`9+%A069c`l@eF6E|wAI255}ZhM$6PohOlJ&etqTjZQQw#qJ%VTc;8
zHZ4<Eo~wR}zuk(j#R@ydVww*&Lz7|QH>K*!B9GRj;FM69u1(bWTYp!Q%&7;28nkno
zdwbc_P&12ilj@pMm#?2zwfH13jMtivkuD&+c+kRTa9wVyaIWNeZ#up*vTyXXD^4*2
z^eYDr3wETEsmaU3!pm`a+*R5w!Co3@&KozGH3zr(wkxB|WM}@_xgJpHTJVSJCn8D$
zpR9T40UWC5E%~se<TOhbc^5pcSdM8SRemhgXG6`Y;!4F9*+um$j^kAVyrhf{T;vFz
zdMnNIQ9BZ{RH>w=>35G8ddzRjywerb5vOspY22!Y2RiRpb$v*^I^vn#7PQw(SE|l!
zOMzZn=#M%^fuBZ&RgH$19e@FMXpCrB+3(2FQD4x0Nbjf+Q25~x4&>6}k%&@kN*OHK
z$l($|ak3A;Uh*_$=Mz@91<zvy{DolaZHI7syW~Ib!JQee&eY&;i={wCfg)10EYsWw
zF2*@~&QO`icZundg0-8JH4OB<75^^b%_TS}t*oi^bg}NO@}4^`qlHivqf=(j&!)=z
z?!zne^V<9_?@09Mu}3ch?09ATK{`1~+7V)q7q-xL-=xEdkdc1gS$%BGW{|4?rVXIh
zE%w|WlT=-errfL3H_Om|@li(=Ruta}>NAVjTxG1v^1e&hp*8Fqhx9dx<Cb78M|ZwS
zL@?%L$%aco4f*?CV%B}EuPmXRiNabBdxq*vw^Je^!<b+)B;b$X%<6vM8CUw5VpTsZ
z@-L{8wCepD4zqVqZ`TEV<ujG~2YlAKtkrd<%8Cz$B59_<5}j0G4>It`pFj~o&T3(c
z=)%S1(b}7$&^-97y|Fn-ouZ^>z_yzbK@xa1Q+fXF<(+OJyNspyF6?6Zi?GXR5KF<7
z`L9!Kqs$OyP%Wfs2J&10FLw2?rkd3`W>9w>KZc8m2)}L;{IFmlK*5h_qT!`|+WW0v
zT~zTQeI~@*B1g>iFaT+W<B3@aDyOiiJ#)bMF-W`Y&G+7^ok%$)m3C(PUCnD=0e8XF
z_^j#X(j2<+bZs%w>@>bb4-2imT0f824{TDDP#y#hqwQ)0R~BSH9LTh2k-_RJaOg9|
zo^VGW_TrC*<g@Lte6Y=r@=u5$k6%EZ<6hl&U8joh4r^1V1X{1o5J`vy#1hbG^_@@I
z%V4p=X7dD29is$LzkfjuSgNX>j<1o$i7Ce6XQhvgj?%MgR(QfD^bidwM;*vQuVDjW
zY?t;xRDrM6v~4}2YP#r6LDHWx7k(@%EcKE$VL}a2_|6ry3|Ta;h3Z+@9wC_Qnng{#
zAHU1;S1?&)1ltH%=s4^T+Bd;bCnpPCKA17c$gf0!)su`eKz|3<XO^f7g#n=4A}B;E
zgX>phJ>uEOQ{^Gf9%)IU{&~Vj(OmBM`;xw>)sDf!Ql9j!h8SKzGqcq|O|||-s%^a`
zhj5;()`E1(`=a{cd6S$*?r6q6@m*55)81z8jyN1;(2`W-4Z#eyb0g}!f?j=B={;^>
zbKIwYAuSY92|640^Pi4`!}ib$_06g%TB^zO15T98058I#`u%gx%0mpMnr|luF9tQn
z76}FkEl0ZM0B1{Tdjpv%HV(h6SYGr2S11qSJ{&`%l>AS-t+Fidm$59eW!jiCGE5G8
zdo5%uF!XGJ1bstWTTIBy_HLY%>=vlYqm<W{gC`eb{0g|;8_Pta!SQrP30_~;O8dMV
z(3p&~!=D<mDZhC3f|VKvLOY1C@06-?ib^5f6sgvEjMq_uvEpqJ!*pgUencgC<AD@d
zpT~g_i`a)UzjM12tcvlaOgB%$Ur|h)t|TQ}q(!U;SG`?ANV=422qKr{7P#wX4vgAb
z=)+d#s%pQGVTn|+3N{4&@MeK<VgvIg!O4f<FrfuMfO(!Bl=acX4|zWrVzrw8E~Pk(
zHYQ!_`8=xCifrbpTO;r>k}umR%nHc2i7|Aj2VTQ~z;!8-{!oxgbBdd&a;v;NLlz68
z=g$tw4mL8bFkbAtf)UyQ)8L?EmL6`%_ppowU&7X%6?Tw`EOnxtf5do?8W2xinK~>z
zri0F3>fMpPRf#LI6S-C@FMb#7dC}J~gIDZQps5v@xePSxBR3?6{{9YBvw)Gjnm@77
zQ!EA{6=ki6Q1$X0i>$DYYGw_nfSMy>VH&ON2mxYRHb#_p-I&pC#jr3L1v?gWwg^H7
zsNN}%Y14n6-*CnUeOB$I=E$ouD&t3DiLI6U=)gH=9#y<&gC7YlvmZ{+R{U&Ao$wYo
zXnaU|X%}zXaz>k&<tH?r?ZqjHBBg|Ub}*0^Hi9xmj9XCVmdjOTL{3diN1MNB@(~i^
z3iMimnKJVxv0WBWY8Uk5r{P=N+<#ZSen`D_nd`Sbt=_F%)EQYD-fNOhZ~}sQLbJ`d
zr<SG?aOT5Forw9{9dAZae=Q%bp6EM_cJGX>)w#+q5ilQkmNVdntiFAX!4cydA-&ds
z*d0KUDoL8A@6p56an)hgMDF2lUG&T*;Be(2bI(>{(gw06wi_(A@DEA#OcjPLJC-uT
zmgrtKBXxkx#TBTYJ|4$`hlyO+065b@I~FqW5AvnSWI4U7o>`YHmGUY-p!zlmIXPsc
zO34hWzFjBd&H85;G&FncGz6xx*JWP}=`3dJ?8v5}a#Mgp7~=l#*2e@VVFBv3-8^py
znr<p1&N5(JC)^{_5XS_QAj_6gJ(Np_aCv2B{(^yuSV0Ze)L@Rco&jv$MuXVN%u+kE
zJTH8bWzK7JU6VbkR!>Gk>JiHX@V<V*jyP@$Y*_RG44Ke!g{N(CTwcio(I#!-ug?;&
zH^;FA@@&f3k-ytR6}KST(DUq8t+ck@n{>}`YzvMLtPf06UTY4q^7=(A+Czk}kH1)y
zlqzj+W6bnBG|Te>JkcRv`p{!YBcv%Keo0e23OJc!e0VI57B~3aNW5girSS2-Z<9ds
z_|rTIq1tyj_8LmF8-B<+C3B3eBe}PNNUm0%LkccQSBEj2BwfkC0N(RS>XY@(qs%9@
zOfwWga1?%INxl*wdpg6eS8l`{_09qFNzd^{KEOd}?vvCIlH+na6`!$FyA}sMA8q-+
zJn1O<3nX<M2zt9|!JD<Ig@7Ma_UWa^QHc2>GmlPQ#Q5yk-8!0sz_9NB8rC-IN9HnZ
z28C)UHx9(A{CzsqohG(9pej%}Ceh!Men*q>*!rtJ_aSO*GR2t}IbU5%sm)ObzD#`G
z=xN^rW|z(19b?^=43dd3+wl~pZr^Q|S@_|^nV3K_sNCqCqyn3E8|3|T)}o!Yd;`>}
zxv(xio<vhZD!c~1IueS`y|x!c0JL_eKw{ac`1k|<G1fc)PQ$1%5ECMlBugYcO`Buq
z>n)sdQb`QW>Vut|7b0_fd!n|jf3j9biXcn|Ktu~m_$CkE?{CGFH68}&)ZpVwJ2Vj<
zrBLAa46fqL)?Q8(0>}z)o(Uw~+5{g+SIB(G#j4MzM#;z$eY83c`<RRoLiGj6UR5D9
zMgtTm8aG5sIM4_lvVyN~uc_z;0eTL0v~L+p0_+7%{Ek@xOu*A28i_?ARyu(a^pbal
zBLqo({`tKj`fZlk>}d9#IzxWpLzqA9-K`qdG)wm<SLesw83OVh=f^WeK`(-A34CNb
zjae%tSWBm-G<GsfpQij0Z$`E^{V15qoD!h5R$#}cY2|Yv-TD5E#_Ms<Z2!gR09Na<
zjhQl2${HseL;A;Ln${WaSNI>ld(5r`Av06K#+_+8;(M3fM$BGn&cJ*CcH5#EfhFz*
z=R4+J=WoTix;-#wl2j+7uDBi!y_#~fyG%G#AZZYY)AeG|ams)mz?lZx<kt%}LT4{-
z?pWsPD>rgx$W^MDSvJ>C8iq!kA6^8m*6sN?R$}v>HzCVqLx@ytp36ZuoA!A#Few45
zqI%^Ko1<rRqR|u{-!wy+f*J~cSEsWMOBJM0>f1?!Y9wd370zVgKrvpWdjCuZliG^|
zMBm|~-@LxN=ftym`x8PlNjGJ%`wKw9v#Ixh;nP?7G(k1-jzMU$CYeF?CMdD-t8N_X
zmJA0#7^uli_(9D}DXNVyYhqxK?`_*pRKG4LQkOj6e7W>PS@_Rt0&{6a13R>C6N!yc
zIRzh+KCwdkf^Cc7^f;$X7^LvSPX7e;O7qhVdUjT#j%vz7ES3c8;$_nP`jfu`h@+g-
z?Rjs1dKWz-zVfu!CYdr(S;N5*Qm7iNyZ|_PRVMc1u2~y9Uu2rp$p&Y=JOUOz1si|c
zGOH+w$=t0{)El^45_5+3HbxG^FHzhH0f8jRMv~fRv=tv{VgqMAS#yq5;7m@e*`eQO
z(bFs4kQ1dU9VW$NZ+nHb9(yM`vCM^EKrE}?apZN27!q7KEST%9GSnxj8b=sm<4Jc$
zltga*w?pZ&KXksSknMtO2*{LJtbp$hqq>oUnbYborutplcWIZyGUVT-Y}bTWI<%&G
zBedsF0Ca{-#uUX1H+#8jw%v%R`_3=D1Hs)bmMv>K#X2<x3W}~&%`Jm~Qf7#yD)PUk
zWqv)Fy|_Il3O=>;AY~yPp~!~z30u1kG?-bIq)#LWlVz6NcO84^@IZWbSvQt5I#bTV
zqcKvz;qNQrM3Nm0esur9f`J`DHz7|f=48hndeIgvK-3!(c=)gV#=6_4j{c;`&8hJ@
zbmy!RdR&T)0g9{*t0&2bPLfN8Zu|4c>j{MIy<?0iGfcH9+O~D5*UYmKJ*X5n!;o++
zdc)qQFrTLI9`(AACACQy?Yul*$&(-9Qdy}r8xVd`gCqL<W%PCbh$gt|QuT5h>zNkH
z{h%EG!Ttjyea&nwgq&jymR6X-I1z?E>x@W}9Y2zq=J{pX`G>xC3BIiW8Eaf3J#;n@
zqQBwH))c&4$?$lA_o%F<(DuX`dDr&T?DgW7{i8iq@tkr!Y$(M<i$vdbo*7n#zf4?6
z&5iMC(Uf_SC4xe)GMv9mEu+b0sQfCyP&A^qFlyrP6EbnE!oeB3mIuKPuT9>mrhAO{
z!@O3H|8W{xGOu~**S#pM25>rRvzyFV-b?f}pru7@XXYGAC$=T4j0oo1La5hTK7UvT
zcq-B4f;!%P9h9^FVWU80=cS=%kN#;mI3o0gT4Geb@tcbX+owtt$-^l_4B=&~MD&$A
zN!z{dVxOhEq?2@wR1aK`HySDi^-YHiK<A#<rv2KtD<Y0TU2Sz>K+3V)_waz&V7Xo#
zb)QPJi8F}QaAIMw`?aS^#}!%5c&B#}J1{ivMDL25`B~g@IA`ZbtQk(o1|{m>s=C}D
zjaFK7kXh7;6MkX3ciX}V$NbHwPmYMUfSqrE`;AO%q5~M?&vwsY9|Z;V)88Il(xd7@
z^OVR=o<20O`?JuA@6^)rNU8yZP-4xez4i%$nJg*8czxF-lpy+I8IA*ks^hUT*t7Z?
z9yak(GMG-=Nuk&=gayC<t{NH&xn*e;cRX=V3M~}}N_JNn+3BjVjX}ii`cn4wvE>3&
ziC)-VFu7~fju!s|hrmD3bqaWOH{^;Nmnht`WR%z@3+VUgYME^!@5j|$Kb{(G(GKI!
z!My04<Kjx4TQ&}rbHb$HvuV@pNJ>O{e+Z>xB&4Lue4YIU&J7`WM_-tXcod~}<Gy`q
zkq+A**<Gz4;OgODY=mU}ZXt{*x=7fMAtbb%$g5-wh$Y~ef<%sm-m>x0y}3?bYJO+h
zxinV6g0tOk2!X$lhpxjL&ZGt8t1Yf&26e(1)#ld`TE^R$1dG#}eLLy=MQ}Wb7A~*S
ztWTH8KZHRG)m273p`Wz)HF#zxtL0~?e-Sloub4{mebSt|ca%mGlPq`-lk4-A-OZbX
z_M^?cUPd@TP^}U$7W@zh4xdn=ZJI5~Pa+<aTJP4Ggwif;f&AU4?2!$Gk-zfm<Q2$;
zK9bEk?uKjv1uh-_D!x`oJ;7g9<dt?#9+h%u_Lj#IYdU87o^DY)Mv}MzQFnR=>Z^^)
zAY>P%NZB-*4>mSxr(gv5^U<YoT7h?WM><1BiyE&EJ6;#Q^7OK_;<s@tyISlq8NYIC
znCiCt{1B)dDr>Fgv_i%@!mhhz#OX>*u4Be8Pm@@BX<^6C4!NwDn!1_*3dAR)B>zLq
zj9H&rq*`%zI%S2+(F&WRY7Sr*s@})}P?gCwYW#FaM@;?af=f8qenN7EvPXF)?~dSV
z{<E`b=cl}J70X45GDCoiZ=J0uyQg!<HmvqW>cP7`w(OwntHKDXH$5;)LW`LWK>D)f
zVvawKKUj-vtc(JSAy`MJq|fH?!Ma({9y&B#VRi(fj*t7GvdCJ5)=aIHJgaJW9P9NX
zN0HXtu$R?gh*9p%2Gtzw91@_}H2!uaSUj2qLbt8c@q^_PO6{`;KWyRHBBBSrv39R?
zimW(l`)X6(6l&1^l_0j`>Y;vCacFY}%x*wa5})dC`_WcoX<5}DG8D~Qp`_EPPID&Y
zxqv>v?}_^MO*VqBsT&%BvzB<RQ+UU9NC>Kr(V?}H&_ww?C;|X+K~S6uj;nSI<T@&v
z8gj9Wwh1W$iH~0^mZ>f*zZ0_02iW_~2G6XhM8C`+5|9*BOR}xuJ&~*Em+W5DMs=w;
zIm5&*Y_lkO405HC6hbXrb3k<NX#@BzD~S(zwcSnY0-9ud3vG*JUeY>lNetP_6c?sR
z4Z*e)$QO%5f|47fdaq3b?KMoTuVI5|CI5CO?fr?Bnn;%s(OYCwM2d8vgPh9qC+HwO
z@2%C!X>%c00BWqj4WxmOajnu}V}ETdo|3z(l)fumitb3T(>^?}QKlNwR|~Ykj!Fm0
zw}OvQ^nL(!aRj?<kH>#nk1EK0HsS`sHN?QYfbg4wHne09(p`a#Mt1w@;7goQ|6MK(
z=8t7+8p~q`Wo!c(m{BX4X`$?8dsysph+R7*hd!HIvEzG`IxWmpD8VHZkHbC4J(W2k
z5641)?EP-wEd3k{WIeY<dI0u9V!G~!A%2Gi>sgT-jw48;p0mSchEpp3RR}2-8~?z`
zOa%*|boJFIo)2=g1I~jSbmRwYx@PO+p<1>bMw_Vsx>|;Br2tj2o@RIJhRlw8qcu$p
zCA4G=m_s(W4vPq-e3y+w7xsO<c^olZLs&MpUkfvI4?%LTMIyn?rC<pMGnIz3mRgAE
z(;>sp%lmK$IY`OD`dQ|Sh|&#zASytD9DzF}W><>=MZ!jsgxftk*2y<Tf6AnLlG5Qb
z7-%P;aJfayVBwi}&yCjuAVdl=$f;l=CP|oq!&=gz<t4obt<y~KNc@q}c8J=s`Mc9-
z!`PZw>yNqE-)7Rn?hg-xfj=QVdY?#;)>8Zo&RY(*6Pd3#O+dyHu@y1^!r;Up)>;jc
z76S%BXUJ3f?(Q)W1_+@k=jD9Phfal8OQI@@M;5Dlf)|2}{(iqh+KBvfo<)3}Dvkwq
zKCaOzdd-3bRJ(1LaoNIlHD6gy5zC_mLe>~`3b^5#a@q8Qld(!BB8tLi8}mQv9oNa%
z{lVMlnAqOT7Cqs1Ut@Mn5&&vUc$n@xz8a9xnyU<?w8>;gxxg!mbgIk&8xdS-K=M!@
z@|)u;#PJDI>C|ZT+cnsRKdM2A-bum@IKwE^e$aE0;fN2fO^pWZYXeK0_67BrYRhz@
zbCa!vidY;P18wklUV@_WGGCJ>LV{=j*`Xo&(Lm2*2lt-;%AUR;5*K4?S4Q7U%R#ZF
zS4!p{46mip_^u+DJhV$^;A>cLKR2(KC+Caplc*zpj4s{8OBX$qe$3>(l&EcN(W!3#
zyc=Y&9<pWN5bu!&WilddGQWB_g>MXt>r`)%3|mU#;C|@^ywP}BTedaHAd(4EGXf8!
z^W6oxkzb&<N@~?_RTO(rqaEL(u=%%MIl<G-ylh3u&_ssY51@>tW%ErbNQ)2jMVIH&
zDlxioi!;Ya4SQ9)6bxDSUJPCVi$E$Qt^UEQS|H2bL=;e4uU~rn67Q}XW}QwMh@Ea(
z1nmj3MKP)dgFs6&t1jmwEUy%Gf%pbv>;zIUqvuwEEb)Es_<8wQLl2oGhb?BaHE;=c
z&^7P{!=o^AV7e?tdPS<-PoS6RN0}&du$xO$>5d(|bv3r$5kSM#5#x?|TNtShr6MT@
zR9ImagP}C(b2JbI&LObN&4@qgZ7o*KZNt7tzx5YZ9lP{t4wV8>wr&Bb?A`^ZesSbh
zta8`&I)<;(pD{cXh)fAkCL;W({#eZuYI=h!3r@Hk<kYI+8h{VlNAd9n6?7UQ*=4o>
ztYXIin+?$`DJIr+JC-!&_#t((wfTIuO#gtA1Fd}t1Gm)g770-=fSHyhz5gLhT%kU;
z#-Bx#x7{=8&Jpa{N+3A+Eo!N1H~hRM|5MDk4ARH~q@1lkAx$xY;$3dKPsvQ<P`ca}
zv~yBmqcc3wzg&BCtQ5Z<AB0MSYSp})5Pp2a6~wIRv4$B6Q)X^{Cnz|>7(>|rcJF{C
z$kvYOs6;C0(LQsu4W-u-O_4Zu)waQGRa43Bx=9-JX<GbgvxBV7duM77|LU5rud%Vz
zKddhr3{ASe#fAm{Lo=eXUeblHDPamy#`MJi`8s6%(Ge^M7t_n5Yqbm8(doOO9C#xz
z*IP$Lm9ZC=4+<BM3G74}*{<9E*#?1~&$u54PMW?D+u>t>s}(w$k)8V}LH)D5Q87h)
z=T4K8##D;lYp<%^VDFcrG}jYtNE;z$v0hR@Ri3TsYG$=JMNnI_^BcK9VxvJK4;K2+
z=A|8N-$K1#-j#T-IsKJWp*7*>o}WBN>4hHnNHH|>pa#bFu^4^zT>&-0qlCl5?+By&
zJv*|9OWDjWZ=pn~L(kCKKy7ghtu?dOfUTTgoEbo3KjvPa2?w2K;CP8z95X(``f6Lo
z0C8_NI>ye&=l(#L%2XlHN0bk6p1sK@NsUhV)1uktLQ=ASBfV1ku<zh`ZYG9~U1L8U
z70>w8!sA<adA*(?BGr9gcwm>u0wNAJekBE&oy8jTK)4w!#&%hAx$D<zN3wGzAq>zw
z_Q?11t#Wh&tDL~0Z!k72l&PJGvx}3dp)Ks+Z}vu3u#5x@1pj>U@X!m}+qsz9xi}Lr
z{XM5dFYILRAY|{M&G7e#nT?5#gPE0piJgg#k%>*0Ue?sa((pgMs$l5!cOU|0mVZW9
zqE|9?ws&<hHgzUoWa9j{GxjcqE~W$w^eRq<cFuqAtxT`P$49T?>0nB)U}$d2$M-+%
z`^T1lw@>VE&k<86dNG^7KNT@Gwl^`Qmoc?7cd;N~<zV6C`***fJT|6PCgT<vP_|#F
zr)Ch5N8>r-X(Nc%2&$xL0z$L9aHClu-IA=n^Zsx#%Sg>L#2_?V)H~xpbH3<g7x5OI
zT?OT7f~5t1!Qn-Tj7Soa9B`7yn2%YtX#0GYp7m)Cl4O08q>o+CcUrqvQc=%6s-qNI
zoM?VQm*9lz<H3Etb$U^}TlGk!<q)SKC7R*Xx>pb+l|@JgWEVf7`HtLRtyXub^;l+8
zpz#b<t-p)LsV-+TCLx9Itv-E(@9{*+G=&6?OJ*vc6hcW+Oe@lGj+0dY4z8DtC!t0t
zDlOcrjAD$NL>Y;BP?_TdrXpx$e`{&?$=z9~IJlKTN4rH`%KkX9wBf7N5{G3&yfY?o
z28=dD-WWI%2?UWNK^fH6Z43$KKXNrT0<_{6W$XiZ+X$H;|NhnAr4+nahysD?!Qqm(
zI^A5@3cY8Cjo;;mnp3br`&taX3-{zUa!p4|)2ooEwHl7H`e#NK(zd~y_qU$^?WXU2
z0ieYcNFp*GH%qMLv-5hg>BRLz1Sc^l^?(vl2Sh5WK(IOp`JBTaBvzlr$YtF>Nyh0T
zs+%zz&wNh%Dywj93x$5hSw}9gs`WSJWyha6RlIsO@5RF)N;Jt10+JSbpS5Z0I+Fu}
z;KIfGNxIV_QjVa)7oWf4M%SQ$z1mqb%kEPy$a#KA-0s);7kAwwg|$yCHI#3>%KnMw
zT`ZPgc|L)-=~ubgXt1<(OCFUuEJ|g*)!|9TZi<8Ic($t6#<1Vl(?R=!zsi0(0FPZ5
zO!yaIVg5e`qnM?WvkL*+{|HJ(MoxM;0>*y}YI!3oWf$B32vUn3l1W~;Ap)4N{pwe+
zxWcz&1Zm}_qJ`Rv0HQVsq9el5dgM0s_^-sQLSW-t&1a<{#C8xbf=2dUIXz(UUXkqs
zDYG|M7RcDx6d+!=T32|M)<*9H7ys7QGh*i|O||#lcdfRB*JwY-S4r}pnlESufRc0K
ztAF7W%YXPJXlG~d;;hZc{14=nbpInEu>N!W-;)rS|2;+gmlMK2w)|fc0t+L@f6VpY
zgpe$2zsUd-cJqdMISpo}m7lh77-nh_h>O*+W_UHwYC0Nh+}^fO^wS%4Oe&#P@X<eq
zL!(qe$wyC!SP{^lj>*}yq<L`}9F4FCDLhTe@H?Ri#0&WN@*=&+y;*`(CfWq)9V$+E
za<vKxcCo0Ho-2ap2b>c4hjQ1UPq#PqD`VyW)K~!2DUm@!dX6FzfDE@Ts3qWLpnPg$
zB&7ZPSi9#tl0~m$v%sMaV%y0fD1;&+MWC#Oyz>@8d~^i5DiA3r`AtKTl1xcJBr$Rr
z-4B`-eo7a^aVB`+G2Yc~1|I$cxy@oVh|qoUU7F(@TAgq)u=VBCF(<xwgs555m}(Ji
z4a=J<XZ1xk9n~-F?Y6^J#DE*W0_XJX6QgUTJj{pM#&jifb_;<nr$agMVL6ezw}>wP
z<;Y`UXlBDG{(WH7E%+wd3B~348mUa&UD2!IG@-I!^L5&cVW+X$D}!W7b@NG?!#XS9
z^RU^oUGFA@-Ie=GqdoYFy|Z@P)j0r;stBhv<Kx8rkVa<F_GS;cw`$-0>eS^K=yl88
z_+Nx2+yC)z{x_&GviuLMF)^|K#TwIphBcaaMd@J%n9)8d{HIdO)vK;?MGpD$pfQcv
z^2YE^P+puX3d9+E`?d$dgwNzp|423|io#g5E(N2$aNzLpmuFD9KIlQi5@#4|-v`l_
zEx;Jy`4}fGi;O$uArjz)T4x9R#gIzvFBN!kxwV#XbB|y&@r!$@3*GS?C8}&_-IE11
z9c@x-?Z-WTJ`2&_yrCC<o)C$dJJC^&(W7)j5kt2uNLn7fv++fN>Lgn!T;MyKTIsY)
z)d?oUny!;FgR{1&RklyCvi@YVKWvn7c$L8?g<;5g74Fya0e}Eq2=ey-VglL!V*>vt
zv2*-4;`rZ0gVKK)$N$*!f5kB?E5rYa<KHQhahn7vVK1IgT|-K-ov&TEm6aQ!rEyKx
z<^yXSZhtV)9hf{n1_c%(u`M?+Rdv_E{WxxOqhklq3~v2G(bF`fYrYIoVKn3v$C(76
zqadaOkqUHuzo*apG)0&Y^f0FbHiAlByr-$@1wB$r-MbX*en2TfzbQXM`^ws9Yj<qa
z#<P?Jl!g~_f@GnkQua~irVh{y76a&S&91}AqA;fm>xi}b<t{y3+TUKcmg|A!SK2tC
zR8TWGXu=RjKqDTII0qbkZ(*X9lUXSN2Py`ai-`#-W|a_-MHZ*H>%2>2VIvqV-g7<v
zgi-#2H{@zX_G^fFAw9aw3?MR7{t$ZJ;`U1t(-A0hSn<JTS*Kgs@WlAV;<)%W?~AgC
z6qPm0b;%_ncUz6?p4=1t;gb04_95BN1ySQ7gCV6fwY<92nU7@PeNq1VS6%1|bpN<5
zPnKL<c}%q*liwBfOaoG_0%BkletY_8Xs$Yi87><$wm%9ohsgEaOYY(vRp$d1e(ABI
zo}Cw|74h=CeEZioBPZ997Ye-c7;s=K;xsD&=_3z@?Hgnlg-es%_#)6~N<os!iqWve
zSuADA(6_Nc?MwKY1ZTndS?XMwUB(&^RqpLuw?s-ti5!-l$54DE;s(JV@7BrhDsNhv
zab|42PzS}{CQo^dJ2?)yp?P*+I-gT2($htD4nA8#zB2{ayE*HJ6E7Wqi(Okaen3~c
z(7AsBg?}{Xe;#W8|7kn;FO~d5+ar!|m<ni88pMBT8==q!RWK1eE}n3+dh|O2mW3gX
z<Jg~WKSCSmTEh1CTMDT}iuM#S-Az$n99U^@5@Wxwa<+CsVcd3f%Vu}2D88uDy6f-R
z<@8^nB>Io`;rT8Tvm4TX;a%85eEKhZV*H1r|J|woiEqY#Bh&vD<<9(%`1z~l|H}aX
ze~tOir~TihI}5}Aj_@Q|`JsQ9`UCZ31@B_`&0>+5AZ%|$MXtY4Ycd?;k41Cgmv>Sr
z1Q!{YP=xT+@H{rZA2ytO|Gvv`J5#3&9e+0zcqSB!Qt%i^l0;$czMIRP<fA>Nq%eNV
z+}zH9n`M)9D%M#rqaaI#%y*EAz-!aotuObwyO&DLng#?xs8T6Vlr}>}Cr}}-9hfMn
z`n)4^yeL|&PsL^i5%w<1>BswbR95Wv<QT&&hbP&1;sXqla778EiaDUsA1yXA;9<to
zH!;bOO0@(8sM6rurs_ixDNNqwwi+qz_uMEO<SJ$U+Pg(8_S!4>8}I2B?a<#tBgyRZ
zpPrg(+W`@=sJ<kUAccinrg2IY{Y@I1-mCPEv*Y?-No!@9`$pU9S#MUsd+avr%eJEv
z$HvneUh^(f&FaTl>s`%f18$i2#QC^%r5l~8#IyJM?>-nco}L-11H(HdvQJsktbcfE
z(H(^np}&1oZQU6zBeo8eE`lb8V1g%(vh`-ee!%N`+g#hTz3(L%y+GgL(bfM|-2I;)
z$o@ZI;`qO5;Qs=cFtISibME=m9foNE-AmdId?t`cCTLF()7|Iw#e<df$1(PLE2nAa
z6h^N_H?Fo<isFeXFS`y-FQj*blIY*thvd1A&96xN0g8Bu&;FH9|BJ5w4=nv7jQ_ht
z@4t=x{{u_^i%S2`AA{LA|2Nh9TTRz~g8{|&R9)jZly6x7jU}sW-tvmeHCgO|p;C)9
z86yJ9&5C>a^~D*YLLl>9a31fLbmV2rxz1OHAp-!0j?04_2|Y6U#SRRZzlh;ZSil$x
zGByCsVC(IT<h)N*LZ|^t2n&c8uv>Y^S5py4O*pAVQk!|mn4z@bYuI*RbadajFRv8W
zMUIjH@G&?d$OQ%o;{af8Za!8pD>z$^3$;8?zBsSSMss~}_q_cy3Qq(xx7!#|7|nPA
z;hu4r159sksDadFU1<$a^ppe;L^y1nDINhM6z~?JM6jiD_{E#E{ns1XV-4LzCc|a~
z0=tRCQCL7LOuJbc32>9<bTJ57NM}T${8!tK%B>GH=9b6x(Id}~3#OuJ2wQ}@JCLO!
zRWOzjr#=C7OlYQOz`b9+2760tP@7WwCXru;mUb4Okf<S9!fY%m*Qs;3ok}UQy4Z44
zR(y!q-DrB5gXc?DE5*9bmy2UDtm9$HrjR6y8I1VAm^e!E8u9QDO=(H|I20%wti>ae
zJAlrEemT2xYKvE39W>{D>4H(X_M(G@irVdZ3xnD@sEXHp2EPxAKT?hl(!IsPAUoAZ
zq02Nn_?VG+qHD&vq;cCEYnUJoxqYi|hw(?J#g?nipL!TePsUB_uf2*Devg|K3Rm5s
z4ShVUK@8yxA}QY7c;4oOw4b|@|A)4Bin6s`(zMgISK791+qP}nwr$(CSK7HUbER!t
zy{dNoU0?tEtKD5=bkDPSGRGV57;!yu-%rel({&Mwr(y|O6^)qGjs;^ShU3kF%zjUw
z5|h5l$nNVex5D(p40MA8cR=`bw!5*Vs2{sVd1D+{QRv$s-|>Bh%v6kDE2QE<k~O%U
zENtk4P}4QzvuItbd&TuiW!y?m53iQ=-PqnDE<fBe65(ZgH*U~>N5`5IjGf_JjqJM_
zHQJ8!myUS%$dPsN`$Wsx+CA^cM?=0nex7ymkjwxX0v~U7KAgE#(penS9TTo>{9T6r
zYt{GPr49q!AL@ks`w`B70+w77UyEo^#VJg#B_e+iux~W}bl!yL01X>W)O-IA>hy`*
z47?`G#gn(Ci)n9(_~F1x`j8m;zn8MQ@eAQ}r8al{(-EFD#FBH@^n|1jP&i6-`gbw?
zMdJJ?b^fhv|Gz_>|0u}+(|h~l-~BgF@V{t?|C%~%%>OHOlz-Z8&?EF5Q@JPmha*u~
zLeEM0cZ%DwWGgKI6D_i0X*r5e)_(U2!P<<~MiJ{EU>w=c$J=dnX9Q142=eL>lcffj
z==TlD3NB<XGEPI#v72y{<q$SS(e<(SWR*}8`Hs7bc5-lRV&>gXNbQ9+3YQh-+<x;<
zKz>1c-_&FGIeYSSgo|Y(lbTaH%91iEE>I%|n*p@pCsA}j*On+4B;Rqj<7~G}Af~%u
z1Squh$|)*HRc-v)a`pOwl#YCID^5R%q)CG6WY-j#8kj^rX`XQK^5$uUZtnpS4c_9h
zF5GI9=G-%q6Q)a7#vbEU#ECrlr7)7C*+!ZxNmb^ErDZ}5suxE;se`73kq9DydkG-x
z$oAWPR&n?1<d|Uyp&{9{P|#c90pP=1UA>D{?e>Ord3~xv`$tu0g*G7O;*(Ad7=A;S
zjhn<%CdPTIhhmP8R<a$E1b3hywYds$Iv76DEP#PXQlW4-n^|3qST(mKevt=hf0E;_
zk(Fju?VvaWB72Q97?6Zg01{<Ru&GvC5?H5z)foaDn!zv-YNI~Myn%R&?NQoGicUEg
zyg%OY%>mesDcuMkB+t57zXg=bP3SKJFcCODQAT2fVj&Gsm6kxMW-+dFn{A5h$-_pM
za<=y0q1{mHxah4uqe?D25+LWYGAv8k>vT8`e95=m1a+cv&s_L(lLD?6AoyW3#EKy5
z&pKsbq?Ze32LkWLr(oi&m>@BDb8ZGNY-fVijuzZTt^_n!EwyYH#3~@rA)1mwA<Vpj
z#8NEpB+v)>ePaT$TYY+Zupa}9ghphr`X$<cf@^+EHbMraaO=FyV||4%Gl>s)3alFD
zc->EL=FUAt4Yz>6bwYra<o%;EN4;m7%~)fy8!ozuNFLT+@}u%+ZKBg}C4Q!@X>IQZ
z(%(rgu$Ceg0x}m%VLd+NK-Q4&A0F9+=6Nb#rHfn));gU9$G8DL#m8FvRF`8vN96j&
zF}D9Mr~kF8{U=WSn``l3JA_j_aQ^r(pgUFeL7F#q^wgBK!oQ<|8LUNNPWx|b8hgAi
zy~;5aA`JW)bQwCv@&wA!)>PA(Xkxj22>lptNxxWrF}Z{kqf}N&9x+@<tu2keV(GPj
zoks|Ec9eWo$=o^zxYj2H&=_+z`+{Ns6v+{t{ar|ZQBVI9Q;h%a5dL3r1pgUR|Hj4t
zj?nn`hxy+M4c7nlj$lMZCT;`&52n=YsZuRrF#I0pgi36ew=!dzQ(AfE(uY;ClR&!_
zzI+DuH)R?X)T%1ig)rRdr@WYiq~|de9!x}Msqa%gyp9ng7qXKWrxEDb4Y<Wb3zje5
znabFjf=$dZ8FLAmM33h_64i7IEy$(pIR%csgDAvqsPK0d9lsW?%0{R=_OKZQ6ce19
z)e91hmGN^uIzcs;PSEtO3)9inD>&a;UY-=Y{S33TUt`I|Rpimyi<9Lw^Vw%1s3`UC
zQN^=$va}nJ7$hk*V{&~}RmdNH2<bviG7U=#1dq=fp4+`jD9umOMlL4r>vEx*QhZ&e
zq^j36E7Z5d4PqWiZHn>2*Ioj%m%}Si2lt=(avQ<bTD-ITcDhits*hn*LfJSez)Jez
z{#MI=sPVF-hCC~J<=S5X-%G+;nN%Bt5n8?pxYJdj1Evqmf17Vi0bT_FD0@A1tC%%C
z+%f#V!ctEHc!OA(Z$&&YBW@aUoem_vUUR`2k9N0Sv53@Dy2oHdJR97WUEB+=r*J1G
zHz)!Y>q^085}>jAB#9{=cVp-SB~aHdKWl?g*8JmUo{GJGX|w+F6253CqsIr?CrxvN
z4}q4le6S_-?6g7Yt^x(EUpBMlE)kYmhv>aX^Vq%Q37*TdzOfDvPNM1Bpv=WzgDfVi
z)&-NE?9T$eG|iAhV@s4*d8lJf7SuwEF8=6lkJ*DA_r-oCsoNQIbleYv=a<^Dv1CJ$
zl|Nf8C0G0f7!|u=f0ExgJ1$rsx;|eR%;85I`u<rw>ynFKq&yG{IhLJ}sIsM)c!xqB
zhZ1Wi+Sc&Rznd;rB*SfEgv?>BY`7%5QJgBfau?5Tf}^qiej2AE|G*sWEgS#3KaEEh
z^6rJf`?R1`ujYHmOK0i_5D0t_@i#fi_?KI|zd4xy2{ZraB8<TgcmhafwcJ1mhcLN@
zko>Oy)@uCetbuP27c-qS`<^b%ev}9Bx%g>dmE;;<!ImMe-8=k?6Eh`Laufhw#^%a@
zl+%^Q!p%)9iZ`;@@gy>@ip~RGg7qP4h(+hF<%zBzpy(IT`QOF#7h(CIocV|8@PEV5
z_-D@iqtyC87h#Nlk%@ov*8juMVC7)>t7SR;ALY>dpK>T5e3#I&1I;}0X=SOc6<o8>
znq{3*QReO$Co<WZ3UC2b1Zs$o18aM#n?L|uc&-apqXtD4>f9|JVb~~Ci55W$qm)`S
zNbvAzAGu6Tive}q4+PnqJ-_ATiKC8P<SVIk=2Xz}oi3j7;47l*#<|-^;@z~Zqt^gt
z9^#(d)Lg9)1saKf6u>sn74!|;`>c&X3aBLVa&<E-?dqMXd6lg{9K;N=01cWfJsu>4
za3t6iZrTgn5cTOTv@{$kJHh&{7-fu5kYI#5GH2hHc_ZElmsv&YmkvsLkz=9ak*-DT
zMm(4!hewd;4-IjmoIGd1nFq2>1zQcwk9xd1rkoHMdZCGiaBp0zF7mm?TinaWcR>&Z
z_>QxfCXTTIIrgO>g__#Vm3^wniGIlLQ<DzgvbSAD;ZP3yJ@`qw?4rashnWa5csTQt
zG$fizfp_iu+O}nnZgLkCXCaqzO$|LX-&jP@%9XRPa<G<?f#rqcl}7+G`tX|~2nboD
z0P^Y#@%dW7XfrlO`~WRUDG02Kty~RxwVDOlmb8wRKBqEB01WnGe0CwIy~ZkN7WQc$
z6AxE|i!OLBtzb<V_fsfpIeTG7a96^gR?O(GKlA{Nu*(L4&#e=+LA=~q{eO>2YY1WC
zk~L;gmCb;Y#9UWA6e?uZI(U_f=~1=Stv3N|p6pu@#kg+xp1=iJAK{waLgD5gFBMUJ
z>aeafR5>0>ER1(m^1RIL@6@HbTvn`Wf{%+>H2peMq=FZKvt-By8FidHwgi97@HJ(S
zHH?E+q|eDXS?wC+(DYlpSKe6r)+_bMEQj1KU*<NxXP)(+Y^arU(&;j^$3V}@IrBk1
zj?BR|#Wm-0G6i9~(&H2>we=mEH8p;$U2mA1Eq$yy-`G4NEA0h_`n&Y}*AB!#A&22#
zRyLCie<~XUkp8;g@UrdXXrZDbso^;d_@Oi51Zp?lh+WecwfLa0Fu<|5kw1C9VEA*$
zTlca(94=mwHAaTBCRf6H<KHAC@s~d`G!cAwtYTJ}!kp7cmRCyMJNvoTf9{|$;%W8)
z!2qz%5+wdzFn^Jg|H+zv)E)nCSo4pYm;VN9{vr<lYu2za|1ak0w2F@1pS}m5>$;mF
zDjHquG1);PBoTZB!v|P*d#pAVsVu~@tf%Xa8J9Lz>9f{AR+X5`bM517C%)`N5{aMh
z3Y-`m(b%Kg`VtXKfvAdz3DBb<q%|Z_^Q(Q?y4J?p2`}=339b^MrBPws&H{Ty<a4L}
zj<<aAP=VjreC~bS?5*#voSb<O0`8;6rJxzK;seT=hy?()vZbi6vV3g&!UxTcQCe*p
zvB(t6m#VDNj&GA}Sj?Z|CaPMjUmTzAFpCn=Gi32B98~wo;N6TS7MV%HA>+cscnHHg
zzwROFAmlVMQhUgbrK_Tevm>Mn_S4QA$jfbHbbu)+Dypg>o1!`6Qf*B*vo~V{{F+8a
zIK!162rsvqPB2h`kSS5xuzuH6=e60cP+{W)lI?)^nm~4d@yP;l)j-gpPz8)Q!|ES@
zadz-A7J=~&S-AK?NTb+{^~5ZSEUZ_p{24fIl5PzYG~*11Xd0l1NI~Hl6vdgV-ZiO<
z{rmSW+r7RvN7O`v&|w~uIBtdHIR6afEXg9bP-PsnIf67CNYE9bOGKHp0<uh!i~e?o
zF8bn+)~JN_sD#pc)BT)l?ki^KW=!p;b(__I$7=W<8~8udM$?gc_|ts#SY@h8;TiDq
zRY0jg0xwl(^72g`(>Cz|P#!E?7#wQiH2Uh<Fgy;@z<oUq$SN$1e6u{-SXg>F<lm=*
z$YUE9K^*yJU4qjGa}of~r0<IkBvmZ~V(oP)fZD2~3oq14HmBTNx;1hOY8qR#x@KCx
zEarcWW&QSfM(Jn3P!DZW&$W4+)z1k%v*fDE(KA2|)-7A82_y5fST;;I8y&;9(|VSq
zZ&?N+u$fwaqhf0NO2I#$s&3t`Z`)|`&>g}3vl&w(HR|}GXl~`vphy{j*E&@66_Tp8
zV;C-~&B+zr&iZt&cg7H0cg=kbmL2YC_o$gSH-tt<fGCI-4Clgt1DB&WEA|TjxzRcH
z?{fKHn-u>9rhi!rQUA3mqd^jbFtyoOq(o~OP{dlHJU$GYZ)W!C?AFW>9On<4Tq<Zj
z@3sADDtc~PekK!75*#JVtIgZsmo4cT!`N@@OvB@gxoO#WH9uoCiCa|p-g?B;%v6k{
z?=$U`S>N6JqU!^cEEC=RT}*$Gk^jl3f3!~hzv0tAe*3?{r@yGef59gv*1y(5%m0&4
z^`laRh-0fWYR@1Lp*t}Yc3AMbnXLvk*oJ0G-#mW?(6nqeH>g0!FSB!Wtnxme2Pc3U
z9NY)vRQpryydfis3XfV4C=NQw2ACDs{q(-O3|Q3Dq9`8LQ_M~D6@V+aAM0)me34RM
zFXK7*kfT2w{&aHN`P_eXvg1omdWm)df<%=VmEa%)mC+D%k92lYoEaCn5jf+F2AKug
z3_+v|?6joK5U)h|GpKiYJ<VgTd1jp23jAYkLTJTPW%0)A^^v1f3=}KRK<Lmplc~M{
zLiER^L^4EXr+hCv6nNICnLL8N^F(P8-j+ef4LHamzz<f6$$AN7#af3XM;L^Koe2`K
z#{79Wg&Mz-qpJ`N%1eSK>-7-V8=LX6fae<HbC^m5r>^A7K`!RYm3ghVV8Z6Kxz%DY
zZ*QPUSblv<^8p?AzBD3$%o4~5|GQzb=g)~HpC}v$BjASY5QykTD<l}qqUSjbc*C^l
zGTtx<x5l({%r<ty>XTTsGN6qYP!T`sd<1|%2F&HD<{}C;sxe<J&EeVu^{(>*AtH#c
z3;^Cv-)0yg?D3eczH=t61mIHDjl^N7)Ei^BgakXFt};<<b3i5SAE>{Pc|FV~Jss;k
z2FE{5etW|YOwT_)j6{!%1Y2TfQ^%Y>SYXc<Cp23;1WvS!x@P`#`Ms(M>!UJOx<a}|
z78=&u(hrRKD-N;@aWV9gJCk&+mZB|>p1PvRyJ@*Yjd;=KA&*!IUT2dpVSaxJEBir|
zzJ!`C7U$6QC<~7SMQlJq+3rJ{?tr}2ohusIyG$jew<D%HR0CF><07#HX5{xdplOLy
zVE#%BLkpkTR#gj$)ds}Pdy;LJc$RPZg__beM(kHjW3eqxwI(;%)1Z&%LoiqVMn0_p
zb!%j9x8}U<KH~CLw8BQ1`<zRi5r_7w`l9S<!#Y#PkFwyx=Y0`x(@$ktU%=!}Vf??z
z<9~0Y`mddd|38};ng3PML>=7)H%Jd7;y2>A!&ypKF#%L;CHxCPNZCXPHj?|{-T}F_
z$O&(l$+@1|eL7Ejkj)m-9p44M8?O;8!Vyy`X0pqCb-virdIDpo!D@<UZfW#NaN;u$
zJikL%{olk|<2mr^(!X6l(><_-%{q^7tmgp$1JHevO8s4Ae^H?SlTb|m&{+RZ2*vyl
z$Lar^Q2+ig|Mk2754FZX&&=^xL|v*$+3m9;^d76-sQw7Y;1#LhX%XKn<%fs;t+WVi
zGvDe;!a(&C>tNfBT(R}Qoh_?f1nq<{TqK5l$irL6m)JZA;_WaHn}>p%f}77j7(bUj
z+c6^DFuf6k1+0ed%f0ZyR8E=%iZ4-O$$GBg<SAJ-vG69TRM&#A<CBitWc-_|Z)f-M
zsiTgMhPL)7nt+lX9a1QYMY4eyhyn77vUz-7FCm8k)yJ8ybl!v`ibIO9Cwt_NTYNQJ
zn*G`Ha>?;$4bGk=oVWtJQZOeT$3QSS$|4NYOivoyRs>O#no}mBq`hdPZjxfQIACTv
z<S8n;7BGRsm5^juyyyG`YmCKpPxp)#8LEQW=c?_TwVUo^j)se`BtwzHWmwzl{k7&X
zHam(^tcki?HOe*{DV=I3Q$tSXo`TVik=5A`ajs3&)+fiVrzfXP3vSpil8)$S3WM|{
zH8Lg+NmCQfOYVE#T5J2h@{M@w?}CtUY1BY2+9Bde!u4d=3aLDaY?Har8!<%u6jG#l
z<{?Rl=JNg+2@1L)#olOBm1?{w&;1asb5&mm7aUbj&Dj>4kN%UC#b0l2rq#OD&rVcH
zc?w9Fg!^+*$%K_CxIkVk6Mk%-;yzVXa>GBv*k2X0UDq;?_N4{4;Q@l(!SPoLjtH>6
zF)>Cma(r-Zj_D6t>vX&di=?kYMhbL*;oeJoGJ{&?8Ra}*HmOtVnFN8}*Qjx>m4M1J
zHp=V=g@X7!HNdnir2$!WjTAirOI#nX$rg767@znDAVC6yesT$pQ>cB~*Sl=Hzr5QV
z1vd%mgOUztlnl=FH6BvnK^{?j6XHFm@*eN=YQL`;H=>kTpKV(ua>V?YfoG6@*+t%E
z9FO9Lb3+oDg1}Cbet1!d^Z^#DpPT_38yKVG5A(EguD3gJ2jqPDhQaxW4oV21C{TnL
z(BWNL%Wi`(GeBgwVJBbhG@lUT^R+iCbqzB{Naq?%QeiN(BCMY)Vq%%2Vt0FVJZ98B
z<EQeJd`X!L;v)PRS7OFr3JFr4BdnHzsC78s1Bc!C!#o5IxlPuhE!rh#Y{+M~CkeFF
zC2*Lp2eH~^Bf~YnXT{3*SH=;dc8T54t-%u8MYshSRN0K}GVo6`d|*|LKRs^d0iWn8
z7N1meXQM9#xL_$bq8{@gPZ=U63Vm*pffsc0^f1lb8$o4d-@p=RbL;jEsdKT39%b4F
zVS+8Ky&bM+NElmnuB(|fG){EC2CKZfI$U2L8w-k&__w$5KcrNwTZy!}+Z%ZCMLHch
zW>1(^fX;UBF1s`NcdB;B*#d@z2s5wVHK>ER&+aGd6{^Y7ihJ88>8U$clFuD1L$!4A
zm$wL$o7pN0uRz}Nx{j~Vc^!6rcJGfzM)<TX<o?d;|Mz~F|1Dn_8Ccjk{-aBg0iS`D
zjp0AOFyb@PGqe1E&BA}2rN2_Bxx++0d$W}$x~mJs9OCNVJ}d1ZqnnVJ#0c1dLiTQM
zkXJ~*H*=)6d}eseuHQdDE2~UmER3dEjw;J4Da2EjF@&dZWC9Xn;b>u~qo=w7JU~^%
zypX|d!Bp}~s&XQj{8JJ#GH?O{1*d+P?-^d6;M?v29e~<*r~@WXY4Zy5ai?c^Admwn
z@`LB!hs|T_pFzq4bf%YkaRO=pERlXwC*ugv!jzKc!!ykdEUW{H-y;$pogAE6+gKdl
zv4LX&4{b~P6^Z-+Y$P>pjlIIxvht4z;^0qJ2tdp~Ir#$A1TM$H0Vw6CLgs?@F9PMq
zDTketPm)&w7O$YRAg`LI_a#<!a&dHY{-UEbv^>L9d;oAj6mfwBkWa$JFDWSfdRD?Y
zxf$3_#LX}NGWgay9=f$_4-D=M?~H8(fnMC^0Z<39<u{9e+;03Hh`9^;vEx_n6RgS3
zwf?OHz;AQ7w>LaFd~kI&V}1(dXyEMJYV6$j9+uac!UC~#bz%+u^5P1%4)|>mT@~~y
z#-&s3|1Ej*EDvzEV#*JWaAOx=yx$l7gje$c@z$^NMb{7~+Ws+Z@l59i00HsQ#;8h~
z?`L?Jl5z<6M7jb;%MXqW-UKg(j*PB`(EoyWu@B2!_J%Hi&p)-i_G$+k^3BTez0LS7
zqqB5tWcKE|)k}Ky?O{j?SBqcwy`1H@-I`GZJdSw)^rj|?-#@qx_makQa-E^U^$|o7
zPCg+nSzf_3?gud&ATV%S#03{ki%a|M{yj}bNIMI?V|oNqe^U>f&L>Q{t517mZudQa
z8GO^`v$ulh<LKc0Wc=pmY;(SIa<%jMy@$2}cZBB0Wp{NpT)eCQIf6<~^rg3jhcNi9
zpURI8zy$CD3h+SRWca3ah1c>CqVY9|XLIxD>gWulp8hMqzjp<#KaLK>E<OSaVQ23G
z>f!NgJJe5)pxz#Es%Bc7H~5Qz8sghH&7s~N<mLnVOaE@W^g9vYkuON{o}uI@7S1&n
zz$qUTD5<b$G7P```#YoQyPV|I(yYwf5We_pHubA4FQTU<=eW<~D=ZA{hEB~=M9j<!
zx$C=LBZ#<$$Ny+zh1OK{+w!8%{s(#z{ACoo`Z^#V+##O${x$oW&&kvNRl}E;3m}I2
zSL@@pHC`fflM6r~KLG2DpLBm5>j(I5+}3vqw0@$pa?0FN>AN5EeOy*>P)1QlOAv{F
zN)WRC-i7sEME?f?h$<YMKigzj>2v_@H#unk@X5}}9U_puqsuL*Iy)!P2ak*^E<jQd
z@D1I|Y-SK>|AFBl%!eMtJ^0?$%k10s56bVHIltkt55DB@^RqXznxnl7bLgc;*6;S#
z@3g4Eh^VHPFx>kvM|IwtxK+Pz#+NoAly9Q9Z&Vt}vy<KF{;vitFjZVt0BA0FbpMc$
zl%eNs!|5-VsE?xcxUH|}w`&Mse}4G<AA<|sML+byr{hBFk@zCIe=3?o;f^LTVhh-;
zxtEtT|6~>9zRjj#%$N7oSK{Y1=`HGJt_#pp%oi$P6@h5o-0-}AzKg(eLfy4N<^$yu
zM1f40x0Vr&$#)JJ@n3*r%oJL?(9R)zI(<leK{NCpJxRcj(>gYSIlp#$s4`~!Tu5Ec
zo4W#SqK;9YamB!mG6%T~j!L@Rp}me%-!7E#6iziai*_2a7d0`+?&M;4o`k8P4`$3O
ztykElcOmpV5k8sX3}r}@8D4HGXs`#nC1BI&;D&%flMh_Ojc-ygW*_Q9zh@9IG3Y?-
zi#P>=Ul?uLgY$8dXD6l7FvyHkw5koVA97jyHO8H)f_Vi$TZAzxL2bwM30zFTXl)H2
zns$2l0xXvEV=OpEpiVl%QIxEOK=sMJkSn&Bfs?Ip@n|qn6vHAOa?XnSI|kzDG(4g^
z2jPi~{*(}Y4>j4Kh(0U$$}ftQONk%3^>=7t8!v53(U7ogA-|(*H~ErC-Pc!j3V3f=
zp_qcoJ=LhVD4$r_4amI@S-WO<5vK*iHI+2<62>qBjCivUO#G~VO-=70B~1&0lk>01
zNBx!tNkJLn?S2+Lo4TedI7YjDwTyFW+I!4>#xGvT{j4cN?bGSnchZL%_Q~wwwLfd8
ze(6gY8PsL0TB`fA_j~;)jO2*UUknmPEJAZmv0@2tt;_(Fyrx(*RmCddjyJtimSiI$
zw9ku_@J2^yzt(gim(G`&+M+|XGK}3B77VSY3vj!Up5Cd}eD<>hv`BLJNTo=uviUht
zU?tzO@|lYRjl;V-(<AjE#yjHIMmRlcZk^<_8(TOMxLRCD$IwZxIjU^FZ!L=N#^`yY
zrOt5S>#a39+2A_`t4WMJ>4w5Hmbe}w7IOUilZRLk8JO6OM7vc$u-G7ZP+G6!1q6i6
zfL|e7%@zz!Gj?8uC>3og?iwOuv4!yc$HepEkjLhwNU;psi${0)uv^wVHtDvJJ>gAk
zG_D%u_;V*`gc-}e0zcbkII|i)Nh~Z05-jmA=!YO0!1b=E5Km80B7g)L$}|78uDMIn
zju4hbWt@5tRGdVh?^S(tC+ZX;-pcJtnC)4$ulZQo!}k?ExPX{hfXATaV6C6UwwL1x
zK2Y%et2So>Cvd;(Azb<(6m5R*q|cPLJOnpzv}eE2*<c8ncu13t0pu;nJp`21hX#tg
zV@QbtV<7X@hETM?@BRdTbmAF*RWW132pXsJyRg)UG<V#`L#|Gca2pe}_TA9!A=-Y@
zl010+1kFh{p`rfmZkt>mZokA--~+T}+en`&U8jCBzim=URDbW0w1bFiXQ+R_<DkJz
z{)$6kFs$_C0X-^~sCZj_hHgo=&nN(~gH0|~9L{gV|G?Urli?G`P<)LP&C89M`Y<y8
zszRZ^{k#nSal_I1R`~_qdy`SfmfFOYO|%@FAEdv_ai>dtWxpE2m|ZF5(PMLJLP*i@
zpp3j2TMcK^s?egp*5FAI3~#{BX1U@~%IHX!f{b%y7VCC4&R43rojx{38i;*xc-{m1
zu+&|)O|)Z8_Act$B1@BgS!bukIIsU_>XI{xaJ$2tOpSS;ai4M;2<itMxUB|a78}jP
z8#OtVWgM7nuFz3V%1dNNe0iDsG#2VO(hT@!Uf$jm20tYtN;DO#yc0x1cMB2D*pC7i
z@FXn6z!wLz%%$TOs3FqezSgyZR6aD<Q=3U*4P3_UB8_>G@*)vdRV7+Q48(jSSujgJ
zs4lsYZ3b$4C%fpj5+GyfNrv4G<{C%naqv>GLKG3}pF}uq3)E_MtYUgk_!Nlc-LaoK
zG6L3t1gnImy1`V;(T7QxL%JBq;kTjO$=xLA-o=}2Z@WB3%g&titxp|92Uz~utIM<*
z80a`_myMN1uRdmd+>DIBfbR#+@$j3}drwzQ9tPZ>9fN0)W8A2*#D{VZ3CjbhUv$m_
zZ-y8AZA)?Z&|KoE!`WngQ{8dll<iA`3g^1H#>z@Zc0XyrGvJDJY<>^|)mR<|uGhaO
zF(e1sWEXSKv<|FTe`CILJ1AT+w9?GV^>wO|ad~xML_GaKqACk*opOd1A+iGf2~ST_
z=8n7>HwzB%q@7%gY?#+FewM&pXhJaPUA=A;19#7|tVv}7E6SX3&h=D~l3D3{w^G*p
z1bUPpL?I_}<9imG8e+j}^E(p61z*wNE5m@@vH+2rislMQmeGy`cPxHBb~KAPGJCV#
z-&j+au5Sfes!m`dVR`T~Q(YoezoqiXQ($hV6&#J&S#UE-8cfaFB@jlJh6d1aiaRL1
zSzpbq4ABhxS}aoPCkE7o4)>gsS1lNFue$Cwjg=j$(UYMs&qmKP6Une}0(9cGA)r-|
z7HI3S1mpYd^p|@3?@p4X8@|?`Mlc<lEK6hLq#!z65efEDU)7i%Dj%0|+|4TNbi7D2
z34Z3Z^N9|>`5zCp%%#&N;Nmpa27T3?D_&Nc_<?t8PJmwZ8M&EV#OPnf<k8^1nt#oF
zrbIKt5NnE*Dxoxq4X1ONNRnM=IG<9xDCi7{xXtm~+}0K7Ee9HTAFR3Kjyykca=Mz@
zOlMdBLUdqdDO6w8N#v`W+bZt?LKclGjauaD?*4&U$%Z^mCoFRu0{SY<{ZVh+{8_#W
zN+TKAlO>YadJo;{^BmaDY`d7%=A?Yh$i0&r&<iOW0i?j*i&BfMZkk<__nY6di>Raw
zhXQyF@%>$$7CDGgG#^}w(qR-A^rzUHat6fDgwV&44ZgWSdLXjsRru}_4>q@i2E+%T
zIp$Y1U=Q;UbBw&cvLG+nm#bweV4poM4f~l7p(^_#^$MT_rSm`;`qw4s@9Iz`iE4@V
z3@|@6d)aJ1QWP7lu1=&^k<;6vdo^8BO4N~2$@w`u)1c3*w<%n1i{oSEnsR^POL_2-
zrA+lH_0YGu+lJ#RPBDA?Hv^GUO=3fbhnHUvl1EjJzwRersvnSUuC*Fhj@HKO^b;4&
zpi>;E17$fQAA8Oayyfa|5A4%sHZ0_rPeAn6b<+TC?)6*aZ;o%0gLSijx6a3ZQ_2VF
z;1Azl`++Q2+4BYv=T+Y3H&oacC+rAm(npQBs~uU4GY;F}8rLYWI4uaqR{70VoH*%v
zh>EJ0<dJSvmp%?kBXP#pElG3d0Y`^QWIPgAW^Jun?2=9O+X;qYs{LRIQf({12;KA!
z_K80y)q^YszE5_Xc>+$TsS^e!9*t?@{XV)IW|k4G*-wuYPg>uY)Eux0!XgMZlLvA}
zKxzGHiu+0E%wc66O0=qHH6?LDYx2b7v3*FgmIA3Uz`O+(%rK8`D<3=vH&u<q62;H$
z*JDI5vXc3;PcDi@v#r)weyWz^vf2vj5Wg=*f!H>dhnK9`NMGpVfl$RaUfQ7kRhL^7
zfX{~1Gd_1TC?$lTj-sy8G3@7%HTFP$)dGeKHTf1s&6J_p!VM`+AC~jQ_7>eu&RNWY
z1c^ez;`~_F*Xn~moJ9|1Vv&;Dkgo}~XOyz!Gp5o0MG=LtzXXw{Wwk*_I=}Ipa7(B%
zjT}juP~o^%6UH^FgS0qbB^3%6?=47dia39e!05%Cdmp+Xmb2s~oj87tOs{M(p=W32
z(KYB!PdrPQax|3IeQyK?(5(0}r6#8^1B{8pnqc{m9ccdJ<r0!EE`~E5WGy&cR*jU2
zGNqK*>Uh3pKfbD&3l=8fgL3J!u*<_86R~DtL5^OAjV8X=_JE9|XyCGsEgekiW&|TV
z^u(de8e#x_yLRofw)pSnY_Su#Y#6GN9Et#QC0x_dg7rKks%zd{ZtPoGn1I4`j|*PQ
zz7UoMu-Swtqf+a6bB64l54i`@SLThX@m*+ESmrx;qYC$sSJnJHTMHvKPtGF4en!Z|
zX_9Ffs2^nl7!7rET9pJrM5w82&b;e56*on6i}_A6+T34cPHJqGryP^^-z|%Hb-Wt+
zE}&i`Kg#YGI(0~obb8p=8DbxAd=7#Z*|q_`jyl6S!jp5AHijV=!-if&AH$<@HrNjg
ze0461P>))ly9xKG0H;<bd?e@PHCT6fP7fH~iIn-avbL&odd9iC!?};48Kc;C>TVT}
z@GsL^C<5ls)Fn8l#imVPh5GF68?(K;B3?N!%3-<M%;!MUW}i?Qh^v`(L&5Y~PZ7}T
zp{No(eif*VGGtNYa3Z=I6s6fMoiYKmq(y@ieYpU`@^n8k{19;}W>=x+gxhFMf|D9U
zOuCVxcZ8rVniWjL6)^|wlUr^?o37HK-I`SxPcw}`ccjINsB$4zthGM}0XoLfAIA8t
z@Uk|HH$(bCi6EWV{EpsKI7{+QJOKsTq?iJZOce!)D7S#X#^`c|Q#qfViVpXwcxrzj
z!>eeP0s@iOhYV(Mh?WhJ(UVy_AeK+5egE}4%$e#HhsumBlK1WIBsmp}&Nl}h?2D>|
zXbz}PI!B6zqoz;yCD|-Zc!M(}hjA*V9~`YjTqHea9NGg;IB>AYN{s|4|H|V`f9j&<
z8NFcnnvrrrB4x{}QY^clL$08`3NUITqfAs0)>Xy2s%YPqyG6h5cll{T!wg}GKfLok
z-27s&r3#BG)%mq2TS$e(o}BWQ%VMPqgD5SdWoDJ2t@W+D@4VD{Gj_W9Oo?KF?z>H=
z)y7YT8W-nui?fN_dM(v7zNU^g=9=V&R2%@rAr@{*>kKR+#~qCfAjuL9s@XB_{qXpf
z`60}jBjvbM;Eh{4M>8Fc$X~(|KR8r$@!muRGU#0Rtmy1ik>Xr<rw3afv57@R`!O_l
zFbC@6m<GSJbb$6&>nlHHP^v9@{ESJ6z#0eI7nALEB%{<Z`i2t=LryT4PAH+(-KV3@
z$Cp<1owpYF*qsrqE9o<oE{}~h*v}dC6Yh*`sJ9ex3b7NF$*!h<9dTS-OM8z_1e~cL
z2EaB)SI}aGy|Q+jeC;mR8Tbbd7R!^CzRM}adL&{$CMS!6m{y+Eas#HLJ2JZIP0_K>
z=S~QZBN@cDXMVE}WBWB0Y2j^gX>z%V+a!@j^%F&=+j~eaBX3=@Swd^OKv&rV5_Pd%
zPx4kv2}S9z;f6d;$YU|<Rovf>-!OkD^t%MCiLzm=<c`tTVp&G0u(EAtDu%!b7qf)F
zNg9{*PK|(zrk!&D5E&u0v?%vPcq;<MSvnv#G||^X90%VoWG`3;)3N=wFMn3j^pGO?
z{&4I^qe5FaTKfiiV!TW9ruej|LAuGbq|GK#Ge(}Qd@QrcjjlHA=Zb|eKH<8ObKn5G
zFm~mIa)JT9CpUDDxov>0Y_*2*lT#`+(w*ez-g6{?V3xj5GIJpocAP`q3$dklwW8|;
zmunup3};pnb`8sV6OrBnlc}sO-CU0!X`e3JFi{`7ZUNyc1JBF3^<~5`&1Jz;dc!u&
zfzCrZNqk2q6h6q^U_MuiSKg-@BIlEF6%(+eWJSPN+A}!FxpIY43U5ua47Wb^(k6yd
zUBtc&53>$#u6tj|+q|M&aMM35v^?_UVu7!9B@RqcRLW&yw};Pbz{KnEC487HALrz+
z!je|@KUa!I(Wd#nxA`5w3ET&<-U~4XnG#k!!VSPnH4dxBpUqVa0~XCP^lKxfxwGqh
z<*{`59_OsFbz|tmqda5gbGCSy_M4uQ0T$+!a<=JsLn)0;X#TC9<M6rhE*fPifNF!a
zBUy3D_)cUporM_(oFFEl3M;`m&MnszQwjZSOEBK2oePVnebwz@1|%c~2js4DdKB*l
z%Bq2{r@Q=*MI(XTD(1kZTSY_0qA!V^lT`2lpvPg4qp<|9-NTy@+G&{^K_AhC*FR@E
z7L+EZaF9UC5>pDJMrPmbU|r3g=-l|xnSfhL?0iXV+fT3SXK&ut+vqkcQhf4fjz#>K
zTYj)|p?w-*FCJeWjGYG_#*vS^QIyNxlPckq$SmnL`A{a_1heki`h&bL7foT@hoqm0
z3MM6h#qp@Ctnx4m!Ee7)=T1$nIwUEckHbG(eHEBpLXnN5bV?B81iGYxQCmG8haK6c
zQe?(xwdaQih|rdY4O&g_h8Oj#>N|62%7LFXz%2~q>xd-Zn~%?mJ?TKK`+w#h!S6v7
z^m>e<e%vKteWlRFR(hys1{(BDzUS0$R9&KB+6J!#_@F>ED%CFn%`6JZE6tgwK1C$x
zrif9|w@(<>%GU|DMq<s#r4NP~Uy~kiA(C@HC#-lHAN3Rq5+!L^0}>INpC;>!d+Qtb
z<3reO+jobDqNP-*th|gw6lN$GP4mBxmF!5;gc+gf935eCyP!~Ap^^BbxD^WNTj?ME
zXb`Q-L??PX;8qd<jefBOrYHjC%I=nyer(racaDA&`(DkyK&5u_qZy9X2^y%1qzKPT
zmuyOyCjgX6|H9TN-Tln|Il*ycJR9!KY_cj1RORAV=<Fp_1&3_0(^-&!sp_sd-)UEB
zoDO?A^24X7nE;_b?9Krz`%VI*3L?FZvQQw(dK8?IY@p<_9g83*$z$}X@c8m@uZBWo
z522n+g3oj}uk6WEm}x9sNE(?dBL-f~)daW<lJYfIbL)4=&g0#&BW}zmxvECH`2{O_
zTV`&;^;zEKqsUUy)Wg^BGG);42Q6s?4+uEb^N2tH1ci5V^ZlZ6h@}%@6u;`0f~EOI
z(wH+fibocM;=CNZ7g){335D)l;}zeg^EnEvLFfn)UL;m^wu#=Z7!Xhj1nfBJtRQ6f
zgr&smV_*t1yGp_(Q<JEg<u*rB<@Vs+bv$5&jRPF}vT~JQgTS21y8?P#chhid5VrT#
zj~2sb599%z0E^O;46+-amQ^iEc<q%iei(dxO(`LGGKV`krFuXF#>!ewQ=q@Lp4>RR
zcLH7o8<)_pL<5nSd%<W7fmVBeEmSG{%^883j?-004KvYwzdwO`x$WLl^|1*hq^aFo
zH^4V2a(i*mR(wWZvGrUM(ds_~hpVwQv#E+qBe5dzIXOhw#eE@JEey`({pY`^PNtjI
zt@3H&{Oj($qX0EpJctk+P(rr(^SG2a=*Df$s7k|tK_X^K`445(vKcWjM%bY%tgk=h
zf*eFjIC!xK1gM<wB_HGbkQPk6T0$Sj3(Kf1CR}LIAPe5locAqnaxL7BI%6oU*AN*J
z$IL6zl)oPj@<B*8S6iTk_<XbTgM={BM*E#I)6u#tS1}r!#M}HS3mKV>X-^RcX(^of
zhMJEHccP(gjbHI3?WyjzKMhhI*hjQNkkD~ya=_M<CJ}T&0MTpw9P0@}{hkVqb*(B)
zOIwYyvYuzDW?)^t2`%AFg8Pc93Jz6HF)U>?*s|P^VG7x)tA5SG9I)B6-e!<K7fz{C
zEw1rGSSbw^;Lhs8jX@uj=lq#D$k(sp?cz!dpA)G#L}&?hSt_tZwX8ZcrLWJt4%M==
zk!Fk$cu!-q6P{pL&PJKolxl@PfKbuPlhMcEOVz0x3vC|1w&Chw=FKm`7ZP7*SMmBo
zF%!0`Hvz%*rhv~RGjXb~eWM7AgZ6o1lzJbiOrqMlPL-uhqU-^q%OCsBW5${Dpt~kf
z$VPf~xeq|YrVgnN>C4P1k8EEdC%CiEh1wB)0be7?mn$W1z(t28#Zj9mAP_sR43akC
za7ZUcNXodTjdu)c#;^!01nS)L>`|r&Gtfy7=^!f57Xp@{x;{L2LcsNTMorH<df*we
z+d`LJyVKS=n;=~M`6t_Ei<5im?mZf3+o&C@gASLZKz1AF@18!Frr5}i#wT>1vKP=F
z07w|?gUljfgxfZlW-W8FBZ=Ulz%uQD7A)_*up=7GeOW97!AqQ-sT)!!7DVGN;X}75
z;|}L$65gjx<sTqrASyras9sK*5$q69jqT|&C`l8KqrBt|OhZ4plqxyF`Hj9`Q3cF;
zvpuym!Dd&d?Rb>sP<Q2G?KH&lbjgrLK<^T}&72=ZCQ@_`WRi!~##JRP@TOj#n0ZpH
z08NT6m9qI?CeNF{bm90;6|UHoRu_Us=7$<V(UTE1DiY^vWQ<bC5aYODx6|y7mw01#
zkJ~g1Ttu2**4Wi}pqxSu2f7_Y;$pqNyy92S!#}f!IyfBj6+}l`y>8;arb~7&`JNzR
z*dkLk3f$`xtKDkoxwT4!YgQHQ>tt@E!!D|6Csp@rL1yM)B&7z%=G8Uq)2&(1u|Nqg
z;)J&viNenMPukYq%FoBJJZWG$&e4ZI=3o!`^gs{GsoU7O#GB-L^ZfKW1KsSqE>?R3
zh7i)+gjL8TFwYDb{>&O)wQ9SpQD9|BUMwr}f|-RgVKbHDs#C^X<lSR1vrv<?WNVxy
z(j3udhAXH#;aeel#DlnOT-;2+j2&}^RZ#NQ5qq>ntu&tic{QukSj|aY?fCrtsmV>8
zgciW1NCdJHTF^Y4&8-4$t-PIkU=xKj-qmrgq0naN__f#$&V8(%VewYWkoYy~Y%dA9
zQ?kEvJbU9w5%PQx=d4lsr=w*EN@IR0IA%<;V$PebgR<sbG@Uq7H=>`1PjQ3Q?sC6u
zEy*HN>{dkJB;O5{yC{l1+lyLltW;9Vs_fKZYyBp(C8v)0Ps!h>>0FbA9DSHId}2x!
z0K70<7V?sxff>tLlW-wAg-^<~cJNgJLfeemkxbb{_ABt2M(IglsmrPBw_yvLa+}_;
z)3mPns1o-Ho5`M><@&%EFL0TGV7XD(vqOJ~BzrE_ZA1_wX(`rwrm0HB6MoY9Lte8}
zm%Q~c<yKOie2`#{`TB^1Z<F_(y5ppWj~C8QZ8`;}FsM>ZoZzk5c8k5-F_LICvp=(I
zSuj=7rZuwP9TA?Hpk=p)9niEcMg*6Wm=fqbDXZ_y)=h`w%+P+^kzPT~0#<>jS(!m)
zCkt%h4@o|UZJikYR7akq^BTGV^1aAa@e5XujsxI)e9mzSb+`yG+@rD5oa98%(qYgC
zSJ#KU(DHzrjXHx@wTaka0z!y~S8CI+=}J~<B^_T@Sz25hNT@{Zp&=2-%mMbGH?cB6
zm5Y^Zrt9)l)1~_<)y-wwSFa&roDb4hpQ*m*P_2`RGXjAUlgMvWllLG`zi)7reK9Sj
zd>FpKuQRef8?CKRX|ntMTDpPD8j0C63Y{}OEc=$bt~#0z$8jCQt@dTO$5>WGT9`0v
zETGZO$3T4lu@z~Rv4S+ME3+@pd8GvsThGg(M-AeV^TG8Z$b++a_Nz^t5kLo}16Wa@
zZ2;IU;~_D*<L8col|R!+o&)0d<ZhJHI&^~<F&~VLIXsJwT`1aab>j*ZcQ#s6%hj6~
zNDhWI6&&4b8?*nJxiEldE5iQ9FAyH(o`e@@##UYil;!{<{Sbou1A5148L+6W+T#+O
zuK))iwBuANM$M8evj9vpjtOJ%KTY{ZlfJ;5iY6J5MfrzC$GuWgp=qp*4RF&Rg4((E
z;n#r^!4oBd!Z9up^e~nxzz5Q{2KJ+5Gu;ZXWONu!IiRjx(=7DDDSC|oqGW2fOyF(#
zO)EP+V~+{>vFjW1Hj|m9@i~dyPp!l;>K=j8!^1;+wIW}na2!@}a{Obmv4zFiU4c3|
zu2ZCi{3fk=oki1Gr-cSEBhY{t@LfjTrtu_00at(_P^c$X?*KzvQ~~@g%ny;ECyQ5h
zu53EsvG|`$3UzFo_N=>}!A!2Sf`obP6Q0_?Po~&%wiV*xyy>^HBg?Oto_H$yXe+kK
z=LC`wK=oWMOM@m~`9k!tw%xY;2KJ3iJC~ae1lrd}Eu%y_f<r6WUbBfKiaK?e^fsQf
z#``&S;-f7;d94dvIM`<EHO(h@W|HD$S)ofCwdf*$g$4C6&EfKeQSLc54Jq4C=PTk6
ztLx-iV^mPRyuXN2+Rl7)ENynb2orv88dtD8{P^utJm1CnqDqL6Ib-On%*3U6C@9Z<
z&qiJAb(FxGawE&Cy)^$JJLkX-&TYb-?GP~lhskK;35oW4rwo9+AAjm}BG(X-smwSa
zqM{P6D@f(%=`D?16ClFNil!PhnOaVbp@ZUds2mPj6tzF`LOeN|w-1^nSr!sII%h#d
zP6WjHMH3Z7M!mY}1K0V!M%%Kk!RK}8c^8zue03TZWgPvd`K#BvNM$>RdvJtK3mv$u
zgofm`5D>6@&%FEvk(!Vi?<A0=A_c-skSjzY6M%&<l~RxLwWNO7%K^VXEE)NS#JJAG
zXj#m_VYV_ZViz8PP8yOvh@IV$XjZI?$tzZ()cOr;>iGrcVOn!rkQ(g$?ak^|{>HUS
zQ`2-bD_P@OJppmtg*B-sA`Qk&tmn?Y<}YBwgGw?od4_%UfJntEjO6D$KP3=K#;`0d
zo%J8S(0yrsu^190)A{j{BJ^F~qqg3hUSwtbRb=J?bHj1W%TN-24XS&6b5)UP2sAad
zdkm_X)ExB5KbMkW4(e)}-)-k5NV`>pe=AfsFC&SlT@4vWw1XU9PY?ow^8F-6*aF0v
zNCqU0teeKa<>AR(MQ#l*^elO53`PW$bb@N+re`QWNXOu(_mfhE{E-^QpYaPo>m<xx
z+1b1Y7(#2gaRZ=H(nR7KPmmAGck)VyrSPS76X)DecP$d4YNVVT?Wb`5cnjilP`6L4
zgaB<x9d{}~R;P}(LFJkE+9ioz{>>~&!@agt?$?WBj-l1+4q1T)!9q#^`x+C+4WFd>
z9L9q;WK9HH7*VbWpXYsDw<Hn@wY~0Oyy#u<Px~o@LTqpE+SXz70GeW|F^B;=wD2)O
z5NpjvcV$+v@>emcZ1y4?ib4jk0Ae@0ibLJWB*=$gu@b2k?Vkw<bQ~uOJqX|%B}!JL
zlUBOKQPSekw0AwQohH2UVMqKI`*z2eRB=b3JS9K#vZxP(oS}f*K2A*9qLFKmDjZo_
zcyT0OJkD5|A>4N$5?+l$3-3)97zr$D&6yk7n;w?5{VG<*qd7_0JSim=ReHleOT$tg
zFUOim#hk1=C$iA65AzE+Vn|YB)1cWa;nIv;M2LWY6HJ%>2<*D!EbX>w%eOVj9a`|Y
zy;2+#4pScw#ctgHNgn(HCF6k1PSyL!&b-L2x@Se(S=v6v-wa3OD!q1rl&%YvcB>Dj
z%~rz7R2L8B5Qdn%tvk0W8z93Nlq|ROMS>H&63ziXN0GN-k%bVZ#<QM-DjTKPePLFz
zX{vjQApU%NOzl(kbg-HH&0ed5=|pFiShwe;OzYXGcGi;;kaJaA4Q-CKL?%O)$t{1Q
z^z=5c%ENAvOA9x&pNsPyt|H;+Q1iXFyh-WRdBPIKT{KIJoX(JHuF#Q3nzO2EIJcwk
z{}_ru^S~=so?B12_=;MC<e<`%0x<&$XD3(~zpDAAC7q`jMOvL+E8#d!GaP&iDwre=
zqiC3+XL00XNT75r%2z4cka&n>g$&ceFx%UBqWwE%ux&`oI2L)#Y8=7#^WFEo^J7N@
zFb}m;`;<GX0~Wv4!53PCvf8kG?)9vInKE*e^zf)N583jX*(lD4GbO^9bK*?^dJR-2
zvbU%=sIru6ioC_xICFZz2>FCj82b7!AReuYX+-nW2yAoU(Cu-y5#=HM?M0_pG8z_U
za8w@-pE0HR4yjaNTW~5LzLx3%=5#$BD81h@3dS`gmJKVb!aNBgzjtSKfZ@1gaFRS!
z#d_D947q)iV(@#kaamZ#4NCIQ26UzdQd)gOfq-V~xVS0n(9gg$BF}2i3qaAs9jFF&
zOp6pdR0WnE?iVg8cLm6{0&8yV=&ONAR`1YJk(QC`V{z5Bh+vFS$a%XL@AiYy@`?^Z
z0qeS?qw@_I<M<Y0@vSf1tEvz*xMK9N8YwDmhLZ7?44pYusu|s1^gXwTR@qi`jdO9_
ziW(IVtdqZBco-)IDpJ*Oo=A#ZC3k1ug*-eYht-yzr;NoI*9bis{huK+N-SX!EiBQb
zwip{EaasJkT28)3C`P2tL7KIGRb!L%kQN=fwFLOoFS(FOGn@d_{5JiwXd>)v-&W-W
zN7Q)fei<*U$T^S_A`p;~Miflejk$fjeU^|`E6KKXEVR)`@4#4GazTiT&@pyhT6_X4
zS;cd=#1N0w^!3vA%FMEzPg&o^j6phgofVb%eN>IT!K)q}$!G_8HN`pPZ1y;DjvMKW
z@z`S~@&IId`Q@5$;@3yT>@~LKY3PTUt)F@UWoMFve<a3luwfoyck0b6xgcVv&NBz0
z+d?&hyBIHQ=N%6GahJ@@CCSU#mx0i{5F?R;HgiT(8lk61%DqzwQ2CAlhOKo0-fLI&
z0iVk7*Vk$J*Z4f;#(J0e%X-^Q$}8+aPL@pfD(~LTKg}abzJcWjMeD3eKI$?AzB?;V
zknXT7gC<=fEKLb+1xu-;>a10L<y(MU-p%JK4@Jj$FPi@EN9hL2a!4~R4uYP1wMKNB
z*oB)9MAgT(KTSQ+w9?^9&6-V_duISH;FoQCwFGek=}Ifp`sVP6fBjejWAL(3Bghgu
z_wuhAOR_HthBq_A%r=(gOV^8bT3d!uD*s)|!4X@(^=p6{cdJ|D&~kJM!Qi9Y)n?*C
zzV#`-69h9A6(gda$wB(n^4NWe9+=T&{;hFewAIeem31gL29!5Z1(SSr1|ho&-1e~%
zB1-0XH~I`6l1y&%CT^WAfWEha4Q$#KRiH=c*P?1tUVBX1B`gT|*9$%J;l?rYO();b
zta0HR$%Ef7NO)@s@0nb7YzjuKF;TQs^oYSZ0cUnWf_}U)X;PzGHg^+m-36Bza|*Y;
zWV0sv$PLAvIa10ymo_q9S>K(B$(~E_I+PNV-6Tz(TcB^io`Q|I5z#$VJvX|X#z$t7
z-6wu=W7H;hF>&hJ-z*<KZ>L#?vNXE@B~@Ltrk!uk#`qU%lbzUi=y#S`U=$>@%6>@$
z-bZ?Q1bX6+59}{R;q8~Q1QJs71a@|#&9o}w(Bv+M>eU0!;RrVLVqLMX_(jaCS&MIA
z2<O$4C#Px=BF)4FF7~cFWI{EDv0dgk`0}>%;Ub=dp-a~!>E+uSvQ@1s*OPFG?%sL-
zgRgf85{8MQEX%fS+qP}nwr$(CZQHhOer3C=|B2{{?wIJFb*^%i??&EtP91GlaMjzg
zT44U7l7{dH?a9ig+%Je)Af*ckE9bw{&3i^1259x|zIMD|Aw>!0?6QIIXKgxO`4(V*
z_s`Y`#&l7<W7SgFBS+srM~rTuF;vkBbUvhKnF%An8c&X-doU}Q3;zS=u_OYV86VJ!
zIO#)QB~uc_hw@)YhVT^EIA>AI=zDSbhs~0kD=D=9kn=JGDXnlF)rMPmHaQH-Sk(cu
zS&3&=^O36?#*+Ie&}!w=U_r6VE1iT_lil)HcK%7Ow(+mkMMT<hkqD@W?je4x6|gKr
zN+f<}2x1u}9W?H8S;i0drR)kI)01Os-oD>T`TUw;V)Fh8*wP3mlyBB<j0$qJGYC!9
z)_%L#=d!%+IxR&9m4jMqJ!!rxsEvgFkIX|<XO88!1!#md;_HVkS+7hou#fn0*zZ!;
zEA%S<c}raQVJ*;npz*PmfD_P@pf=tI*=Ia=PAyKobCVyZ9n54%!CERKXPitQPV%9-
z%2(m-vRy>ZtegsC!FATfW&}fQQP%DmK3rb3uL<`eHp$mBJM0#tdfPm1GCycbjzbto
z&7PTq0hYQ`Uj`NitiXhXT2D2p6(Y#<aAIOxaXoXkBXgkfgkSlrhVmY6O=EB_#=6;6
z#zsrblNDgI$D49CK!X-<Pj7x9K`r*gp@pVeP&s%nekug7-s=(Q!NTe)LR1v;AInPy
zZ1)_+dm2{X4oVg-WCFI2w+^O!r{T{^4^Qe67~iL&<D)aqJeI7ZOdha_U+*wHnAGVb
zk`6&bv5#f@t3P9qCuo>&KBogq_pM_>ZuioICL3O|rGQ{xnA2j5)z>_}c^_bybAldz
zEvEKzB+D7(!BG2=%PglKLDuloj7<ZRpAN6UomU+C0eg^v5?@r?cS>9OKkrZT`w+6l
zc8&f8YIciHTvfwO%&`MQY@tP)CPplIhjO_|1OuOlKYcvU2xr_N&|8G^0Ic2PHhjLk
zrRkS$LXp>-JjZFmtzo)h1~)2-)a+toy5&y!*wBW{uI?9Sr5zSbLX*B~t;wx!qtLRt
z5%01Y&!m$X-_RSo?a1ol_4yX8E!%C99(A8GrX@JwmTwo3;Kn+3?N+1vX*56(6aEG)
z{$FN@O#_kvh-#D+I6P^le!&GXP^HqWzb<+f^1C*T{Mh>V1pj@i)V9Q36hjs*QXOyn
z<!<Xju`yJXo+dOiyEsxtzGMbSWj7~WHyeIrCYkN2=TR8-ZG4qVx9n#l^17A2RXPZ!
zGhww9r(5JFc#(!svzPK{NiMruX)7DrjH{nXCrs;iKWv0;%A<_l?9dmW`_n`!9|YW>
zuL;$5+WPSR0baGseMFUdI+r9nE~^iNh$uIS%l+=sOkyhnyhvBC_o9a31<e?MILT|_
zEA6X5jf1%LasOR53N_u-DM-nmgjXCKdsWS4{Bk`@c=afC#5g8A7k&_zMS-=`@J{h|
z!>glk4GIZCLcNuN>HdDV<=zVQ7S{kS4P#q2DKp->D=qn9gFC|xyHRs#+4|c>LOkTy
z#*Rk}f%fNX8>NkFh%PglTAFD4vwUJqpfY7crdhjGWDQ2xrum1qZY)tM>BC!S*!+BW
zAR+gqq0IyED_jC+CeHnRzz&?~zI>dh(OO>02!t^;>ty<b3Nia4s-DuJouI8>-Vi9h
z8BktjT)9w^6Z@T#Vb!U9P!z-!Gr=8JzjX>*PGETD|4DHkeW7*g08Gj6hTCmF8)OON
zJfI#mMb`}u^kwrsf4LORkLpd+Fn=uSA7R}GWcEdzeN_0~UJIr!7A%0H;Pl;@_3q0+
z*eQMI60ZA^9|<YOSLM?mx1c5}Pv<?KjZIc>b2G{PS)d=BPPE~*&&za_sz`4bu+|f3
zleo<$?n0x{cdEe7HoQvPNXMZ(Vlb&y9f@}Q_GN|@^=JT$!z#6qUAHNp9T1~SD*kyj
z!Ur4DP=H8-nbLHA_TufR4-w8(n1PqyAzXb`7#C9jaJQA_M5T1ZrSq=ElW^q7O6K_U
z|8$I4lQ-zJd9m6w_EI+Uj88F3QYFM`;g?ZBh^6ST_fc8`$BPp;<TtyEFdxLh>}tAN
z1+MWSZ%K<lu)M!Ar^;jA7m)TduG}{fPsnDkcQHO%L@{|TB?hg=#gmK2Pl2m4EBB2e
zddrBG9?bTb^=dA2AGx^Z=Vp_*NpA{5vkv5NHXl2GkofH>m1vG)<d^}$K2(+@dTo&d
z)Eo0q*sjPC<ee?hs;|I<<BkEw5bdQqjM7I}^C)K5YKGjX?hj7fysw`%$XEsH#5aOY
zUjM6$J45b7J>P=5r8PBZAJP+f7)VX?Ek18*`bdC=-dJD?9NJYdM*YQrRvl}(Yx;NA
z<dbUE4y-~}96E9i(mWZ)o9KZKO#{C^?h+>wqLl9QHdX6V<b<+~Nf*cWcK$q9ecX}p
zjs^M5q$+$(Jhlbl?1AwhLl1&Azvd~ag2zVS<AQig{0gbMsY8Z5zC}XabH<`JV=zDT
z5jY3?&;mNSo$Yn>l&JX9QkoG_%UeLYP)#>16#V;pW5^L)mJ7;d*9_R)LW!-AZMX@N
zClR?==)B-gLY|tQ3CShp*9}E-Xk+@MI&+eTn6lG1UxsZ4@y*hplkG5)`q63Z*ou%m
zSerjj%w84WtHh^?Fg0I(@wIvoI0B7RQp6~Pb<kookME(g!YpwAI_XabVs&kY%yN!F
zJn+{&9ae>U%$rNz+@(}kG9U?jw5H&96z$lb<PJY#zI=joG0$MOnKTzp;gfkK)_V4K
zGpA_CT${bU$7>OlM@NT{qrqYAx_fG&&x|GPsKl*bNuGJzA*|Uza!Q|D7q8clTkejV
zsZd*~c?1H$kJRGz5)F?zwh6W_FrRwb64ZNoL=}m<YuRI+kgxL%olCi)y`c<QN6($P
zyte7Zqu__|P?05Wo4&f3yK#ki@}Jk+n)HO%hbL_XP`jAs^RN`Spyl{7#Jnu*V{bH<
zRf@@v+6{N*P%*k12r<k)nJf^eXM)fK(<CJc>_&wJMDJ81Jc$XyeEDwWZYf_h(6#Pz
zYS{_;V)`d5V09hvb!7C+xsCo^3D!%Zq4qbM1)FZkrHnX598s?NWBoG&llDf6K3#id
zK-$RJ#8Q;FmQF-w?uff6`2E@DzwNO$(uuOWLo4tCg0kw_!WWcRh0<!0VO1MQ=iBy5
zt+w=f8S##OSn-toi0Gr9B_38(uKi>huBg8h|16}fPD}PJr?8_{PdtVNb}yjaGTTMi
zv>JbWt&9_0_J+Hng85xO{#}*0b_P%Hh4CsS^1FZJ*SqkWr=zcmk^?KQO9SyO_YzK+
zlRGh!8S?to&W~?p@J^$bbT!f{-foLr%UtV$#N#f7srgnf18wVJ^f3X<EZ?caCNsG&
zKZ9k@RSyo>-C9?L!$tK%5UV_@Swao@6r|`6$q`PY_Cn61+2dBIFPZM@j{l&pCqu&x
z6gFT#PndtoiJS5o#-MM4vp44SvYp_b!&i{pzI{1Ii(6yaMS>d)TPtYPj*kT}uWEA{
zB4@XmDC!9+u%95aghsw!pbF1XEE`XcgcV0l>j7TEBywN`U*1$CuVQ1r9oweGj(P?M
z?|EaU&ezq}b@39pkPo=Immo8wem8afln|tc`~dD(H#pAy9!hRIghaQA<3aZQmp;W{
zlqa60AO6Podk^jT7ySJ-gH(7NlK5qf+#PF3&4hPOgOBV_Yhw8rB<bLOrIi2m^y^d?
z4H8W++TUt1q45e_nxdB$3K43yk)P4^ocoET#gFVt8Tq2e3%-%{zLCLfGIC0X78Hxo
zL&oDeaU9k;(@m^wxt;~F*iKa>mkm{0KgX80dN4h1;JiO!3Uh<vA<zCQK%p-A!+OK#
zqQ_gPfJ#m8!#FiQ;$ogV>$BBc?O)DQ*l+Ll-7(|BmD7pv&N|~wxBquPR8IX}E(89+
z`V@IQ{<q$0s;`FNCh%8fk{|5IDVTkBG_CLj(Lr_(nE}=$ZgukhRw#AjC$<bNtv+N4
zaPY)4URE3dkHXL=Vaet6$^{)c!4Sd<`diC99A8&xIX?bEvkP4}pb?GG7Cy!ax??G+
z|2ldS>_Tbn-&10JQ;-Yt<3e$KXzqbXw8?SdV)9j145~;KL0~=7R=e_wr&Meu({*PP
z$~CD1S#Od|qdV*Vr;)TcdM4NNKcBFVspP#Z^gyDNmYo_0*4m%GU{uL;HC7K*Mg_Iv
zPnZ%Q_8fUxaKavD<1y7=nT2`#&QoY}1R&SG8LAl7!D$kIT;?%0<OVonc(D6$T<1QM
z_Urnc{RGJ!&<o3@_eryyB7^i~olCL_m{KX~J&acm=Bqe+0y!+EmT{WdC&~9QYZNAn
z&hjRy?hdX1Q4<VVHI{MGxjXRmqMIt|JS(0@0pT;g=LMMXvh2EIc>t0%0<5OVS&b^7
ziO$({_Okm#CQ%Rbyq|p$7B(2GeH;#bX%oMNP+CLo2fHVcGY&+l6+LO$-uFJ<)vg9N
z@IS1TL#@XcKW=zg&8p<h+#AM_j=`JSQX|qXA6Ar_vHg;AOq#DY)d>gLs?nC8_O@+|
z$-M}z78JCt#t1RaBvdUr^UyQ`Vl%l9U1M*$D!Wz&6#Ou{jO2|s0&nSV2~8)oQvA3=
zSe_2<A$BZRUmRVzeIp-|4-#g*mR)YWn+N@_ioXhHnj|X58#f|!K~Vqo(Vr$H`*moE
zU{h;p+i#<l^t@Th9!@`m&rw|MYOcM)8V{&u`-MRrIQ3%YaCC{)D2G+L@9<{I>ztCT
zf|4((9{Fe)_$m>w-uel@E1iN-&n?|+!5eX3W;nfC**gbl$oAlKoBHYo&L13P3$hjb
zoZ9_wOo+k5L$nw07{h6LeO~|DiCSZsjnR%gLUX?MyuntIN1>%acjI&1Y|W%K)0K<V
zIH?cS4Qfl^1i7(-NXj%^)%UsLmY>Lt+@e1Bws@Q=f9EY8=^4@LoZ^t+?DZ1X(Q;l~
zN=`Z<Kk|Y6O|JWcB9X2}W0GG^&)F(G8^kN=-cO;wq{G$R6L%xRD9|~Y`MFQE+E0)S
zrR~<4wtX(;VTqL#YF3%)##sW)7tO|gg&}+pa0?}2o26JVj`Q-bA3fMPY?Es(+4nwg
zvqd}%ofxH8dR$2(eU&ai;H~U_H}uFIWN8-~I&W^*91}m0r+~mvx*+yW7qqE3PpG+e
zzlmrnw>$9+RS2T8TqgI&a8KLOS~{XrJvY|9v2ZfwT^gExY4um-oob_p1?kg7)*miL
z35OCp62L*1hsL4rskoHh>pn&$!!!kfO6E9*8$@a(vE)}_hMSUu9)ZB%FP||PI%FI8
z^&tlS^=Yr|Qu;8VT}|WfUY2$j=6Rz=`OgxzKCQ^LM<<^!U8l@q#rc7w+#AT3DwRo8
zCldxdgz`0_boYss97emteb4=cw(&KJ1qFiw!nRWlg|i~Ucd9eM-b{|<_%w@}InV8c
zQE9Vn|4*#~PpZfr#lLMc#rOR#8z4c?F>zM4Z8Uc~cEDvO%BS8mam|O4ll^(Ao+{}U
zGd}}*^QoUx+^0Ne0_)n;-}m(+5u~;Yy(bsf2+q1WgMP_#-{!gDD6iID*W>7y%A+r;
z*SxFQUeVBm*|Q67h51?L#gmuLc(dv6v}Q`x3pvjMF8JHT90&+cFDm9?KI}Ej&)BE>
zQA0bk5+l?4?5x)KSb|ZvR+Q!d^^jQxb$YvZg=!~<wS(}kA)iBU=yszj!HH{6)^)d8
zQr2rp_>F6%=t5Kg1~-l?zxcgW-UQJMj%MD+v_K=E0Ui=hQ~SG*Pq`i!CD3HcqT)^h
zgU6fb0I#s>Os{H8jD?Z&=R!izr3}PYm2b8mYm8~M__W_C4`+hcR|+O3g)QH`&R$}&
zxqRetc450;BteTQYsl^0=@edgq5zcclky*hs>yJgt0fhyprXf6kt*H{AT)B3s|mix
zDc&qzVZ`~(O!67R#l_e8dE@}(zb2;-(X)2OhPSq_;=GUAa&as3>N)v}*^9SfBD@DA
zP<kr;9}0}(r`e6dBQcr{ZfJY#(Lv<5Eb4p^<<#TTYMzJ{QFYli4yVJXpk?fSwPR7V
z4zEPRX<;ybugLy`+TMKw3D}8uCK}IczbZra$YU)AYnBzKD>kRv$Ic3yR7otV0z>r#
zcspd<qqhyp_7cmNySCsC$y>kgwK_cVJL60AB{lv%vPly&!}&{$L~W)^&<xof*AH&)
z=>?k^xEn^FklecrFn(OfV~%SR0XhD#)3vMhAy&`$fG%=!V|jBFx-)E%+woH3!g;3l
zEz4_oE=e?Z5i4lH?>5&h^=xw35VmK^L(t@ZAi)>pYN|VQvK;V;ZceL<T3x5W?fSH{
z9zelF^tjqWeI1UwJBwYYB)ZjvWU=WlsxTG;65LEP)CMqgtyML{2E-p8pqK-!=;d){
z6jQQnyl^XUJi}OrqGtOv@dS-cnxmuMG^i2LguUhREXmp2=ic=dGdgBf2+WaYqWJ;I
zu`RLvo(1GTHNTJ)CF3X?aLv{sG!`tsMN_*11k?%u`N^9djs7!R;=a?5b`ypMvM~6<
zO9!sMc5ch`6lN%4{iU6rvGOcO-F&3*p43UYw8-08iWmwKd%-Rh+6w$%D4@dmu4wN`
zN_^CmGrzL?<b3*KV_`Q{?+4hXq`k{pr5XV%OH7U@H?r-)W^mx}zr%z?;DjAm1Ilbi
z0(n1Ka!UvS-gP|q7BtoI<DAmn#SxZJhE(r!<2P&iYpn%ax-SOZc0CKF2f|nrTI|N4
zhp#7@Jwg^w#>gHmR_&wg{GY%xqHlHu^pv_JkzHgS!VKY&<&Rsc%CmY&bsS;bLVH=c
z7D;UUdo%IhNaZPGxvp?Fn1gxfC8GzLJYAVgKIG3)rz(o)C>6R)LlWoEP4!)62$ore
z%it<4yh4)opOcSQIaUDm2e#fQ-;8=kFqqfi_Qf(k4};gAm`x-RUJWVwpjr=o7ke(y
zECTcd)QL|KxowGMeG>W~<)>Y+l{}0-@nJ;n#qWzmS#4$1QwRT8mW18+69O?Nf=xE>
zDK{!Y&zM@E;dQ;ddO5|ZF$GwR3AOZhg3fdkw;{~;n~{<1?tY{5A2}Nn1`lY*p(zWh
zGr0D<wa|KcpPPGihBwTl+Otn+LJBIIq=gC&MrZHX`4l6E1vEMt>W*q~`=_2q)XV1>
zx@(OCM-isXn~Lv0uPmNbUf+`LK3aY@?^K+k@}*!<H~|1t`dLCW;ev{_UK=|h>r2vD
zKF`CwYB-M?;n45hNY6TDL(^eY9ABvdVPga*I#aQt;mt!q(a6WikX_spyeP#T+qud<
zjryF<pr55>;4BV73F6s)&TKtXcA^S0U(D1m9wc3!Yjz~|?6&}efU2ms%ywd5{*mU0
z#&_NWPDLj0=u#s9IdrSd?5~_Ml)_j+)eYYuEg=?Un$BiMD})vI!2}+=;Z`On)d;zi
zhrdoZs;?7P<G$hfK%0l_@?2)>AihM;KI1>_Pa={b*ANz04*gRz-mrgGLH#Mctr_i7
zCEp&UlcweiQjcv(^PJK$@}J%67Y<F?!y1dU;f)+4;YK=yhh3z9kbrYlr@f&&Mdwr4
zpw2{I2CPBLD-pd(49eT&p%yzSJAJjc2b_z|vATA+s4|pyLY(wQD*{{eB~zGGPktn0
zG^5@}>Q+g32yBk8bT?W0#td1fUYs8I@dv^~KD<tr6JV!M^t`C<Jg(r_hXNJ!QHKZ^
zIxY1rBt(=5k<T~$GKW_s{KdZ;GI+WqtBbm>>QKAe41mu7jt<n(#Vg4u<e1gE5w}*6
z|ATt_)0t!J<P(sX@1L!Gv38vX^@sYcNenC-VNs;FQjwW|vX8pRbfS?;p1^uIgs5_z
zZWlb45r1z26)!4|2mDTV#>eI?Ns=IHB~y1Uy|6+r!QvI$jqY{xTE6QO&zsVArR=(}
z&d{~V>ZK}UtRXZ$kg_b={|#-*s3AtBAu3%H__ZZc&>J7z>xe1sLw;9wu5jjH9c^x3
zj|$pcTa{#5l~i#PfzB{F7wTGFpYZ|NDP~}J2)~Hu5)$BFF)&Op*FvqAu{Ii|KVx0r
zKHTdP18#(RaJe&H8kq=|zPuKEjyr{V^>m3Owg{;Df)N0h>rargL9_+ddH?Bx%2hkP
z>Ea<zsilL&T{q2=J=qJSpCn+F%<N0|=^8JPOAbFijCgz*!r4yElvi8JwU%gi!h-Mc
z?sH|h;Q{ti^z)ZZ8n5<{I)Z6Lk8&^Zq_-TJC>I3}W~EA6!#bv)iaW0*)_Qn>tqfhl
zztc$H8NZY7BaekKdB?7vJP@n92s4mmPhe8<Ju)0OtZKB*eQ*QC>h|$aq_t<Mkk0LV
zR0|P365?_GdZ)`YEKjn<0{v+cHmuCIjY(Vtc@K8?T5R}Rofwp188(iyrEmHO>@QCh
zX)JnE+rXMSVl9m^+1R&+TO~=!A|+t!By`1Z4zRXNffv+!oZM^#?|$alds!;M*4bOE
zTy=4b&T%UYM@9HzGu&u>-b8{z)n(e&vA}PKYLDn}8^=a2XD@&z(L!~+oNnW9x~}H?
z5@cW1cY}z)44@jg-V;j*?HMjTkI%aI61t|GJ3zNR2<2Tiz3foFWK<yq#CrucNaKu+
zMW|h|=AR#=3>dn|eL#0u{$pFrYPGC|Fg>!#2asq)fFrMucXIQ8B#XWYM*sY2Wx~WS
z)}aj0i7Y;xC&M%^#4l}dE~C0D%=lC19Ci`v08y<+$}23h3rCCVPqLv(9Hl^0GkR6p
z72X;frb(43do%FDmz*-2Mv5R0TTfZNxB|RH%S#SXM4vvoZ_R+VM=YccJePr(p*`lK
zA|dhhV3AitSG1sO4EM2Ae7EbXKOA+^i4?Q^6Pf6*ND)1n)7~wg*36cjKJBUiHtYRZ
z0crZV@x0x&Uv4wx4b{~{Uju?A-(lFf;XCG&2bC1(#)Gl>MG<rd<c5R;qp*d&`Rm3w
zap-e5hPx!~U9o#edRdU&aUP)XTG5nfBGLy8?v=n&vR4auEnbe}yer3o-8qyz*P;-^
zwXhGS^smaRo^|Xif=qOW?0QXJvv{ikdfMxt{tDlp`G?hs@TacGfpEgv>Yy7LzD(14
z>;cK>qmZKKduRF)5b&USHQ#e2)2*Gzg95!K)iyhZdKWtG;`3v8w;@LxDAWVpi}^eI
zZlxK}*})(E+hY^I>jsPSb;miRdwoS?0t_eN%stolAxezeyX$^t`Qr`%d~??>ojo-I
zqmkoz6C+HT!T2jO$jsI~+@O{o!UTab@|jtKYKT+K%2HvcIO2T#F-L4eoY_^;Ed7$i
zXw*3x9O+?lnsfGSPsj~dN*Gr2`7wkm`kneL!G9AV1SdV~;ctWK*;?C9DaR0@JNi&Q
zfN+f+)_>7*FccuQ?_`Qfk2yd#k$+O+pL@9#wyu>M&*|i|CmTnK)7)IzP>BOS>)-uv
zy#ncBmjsHhb~?|u8neB~pZXvZpbZ)hWMA({Ttl(`h?FIJGue(@ZoPDV20(rDjVHqh
z#Kf)k1{K1$Vlj(`+sWX|2<{E#UZpS&v47&;+~38yd*VG~K{R(Aaj&dNP@F$V=~%uJ
z5ktG1rR?hERiHWOg2J)zR~>!lXo}hy@uG@ZAlDE4yf(Ve7;LR^W=}}*ob9Y}dLhA8
z5Q+f3M@V3Hq!>J*GM;YZRpOT@^cXW<w0HM=<uUP~8!OlIg7UCU_7aD|IyhM|%S)5U
zribM^Y-uX-m<VMz)GuHh=1a5Ik$Y^*9G$}Q<AgQa_0b1N?R0&n#Io{LI<@Spq$hHF
zlHK&UPMjExPm+|hP~0`UTT(|?JM$k&5td-lLAD_65L9VnWA<;CQdL85_knT_<c`uw
zfQUmys<pTH?;jVf9b*5~tf6EPU_^6c9J(+?NhfUbC!vDrehlWI@;|pxp_ruVdWGy?
zXKy(7XH-k~*&E&mHvlNCT9)K+S@SQo-=)#m#XzMuy*w_{MFO@=+bakUM{s~3K}hC~
zHs)+YFf(35@!`Z`%lGtMoF6Yy`yyghX2jJUbe$D!{Jj-U^8<66Qm&lQLmPM4zZ}a>
z+@B$e-+eq9h03*_>B<_6=nL7DARwcsaX?NWm**np_949LQ6tBLB`Yx^1aENf8q2EK
z!E4rf8a^a*Ddpzk$A9IH*sf#s*MA{~iO*xL&VgE7mA(vakJYB_y_0Vshr028vIme1
zj+6reSbiGG+NYHWI*cYQPQ(?-I~ql@rq5CvOJ9};LVDIpK60c>F?*tXZzTsg<K%j6
z(qf;g_OG=dE2fl}Jy{rTB-kuoK3Z1q_(mKLiS%G|#G9Rz=NB^sNFK}9pShuv(;z6H
z-l*3=7XvX-@_y3p1o%Nd&lsY8(C_ti!4fZ;Yqb<-%Qkzhb-rKi{EG#^`C%6l3Bd1?
zikrml=EJcjf>?rIA`2GYBn4oJ<N|V=wEvYz0cG^0Rcx+B)RU1CkyY~&{Z22jh-@V(
zZ+&vd_$od;z>O~=8~K~MDwA7|3qgq&mJ5M6K0h3d`Qa}s`$`gix#PXqaLWDp0{lNj
zn<O2s4LnXu`+&#kj6*1?=x`Pc8442L>)T;qX{c-^M{N_u^2#;d2n4<y-E&Bf95Pf_
zn%O@f0)YB)Rr~~eOK>R)2^>VHnHRD+!YiQvT&HIPWvq3CJajjH4uak?<&S>$(pRQy
z{o^mPrRFetW>)T!@4D>b6KDdx)WA^580XvhV|$}A>zo*qI)40iYG<*FctD6doaUeN
z_|%msCY|V$u5yvH@LGlCs?Jofc-soxD6Ls9)+*A|==$b%3HP3<pr)NQpsRmKua7JL
z=~V#lJ$n@Hj`zc;CkJERbl%Qv@N>|K5~8{x^LB6PjA+md6G`vF{97p%&vAEQ5V-~e
zm^!mWUam;q#9J#OC~g#utAw>^YUI+D^6Vg=<Y^`sWha;WPX;A-8usCXzZd5{2WX;O
zPR-i=&E_I;<$t-zl9y1eG5uMdt7)F$Le$DL2iR)m4L_mzTF8R>N4n|90_63Nob}?u
zXy!2_t!|9QmMRgQ1!~47*oafbRPp7kZ;&QZ2R|giJGJON%To-i!mE1J-sAoedDFNy
zRhgw}M{mF}tL~s5vKaI8YVXL`a;uX9Xdv-$H_e<*e9Nb$db0(g?^T??1<5e!SM9&a
z{SlMG<p54BXddcB!9P1|UPf{IyOT7!1CJy!d=3l6&EBm(qWfOz7a7%~2HMDxu~Sd?
zwu1#2k|eUc;D@$E%A7&0h3W_%G-f$&8*Npe_&>;jU5AJs7HT56rFs15Cgt9!1L-@>
zZT;Vut>CHy*7XYH_SOC5r7C3aW|p$QP70Mzwe;R1vJitQ)KZ<0qG$S_-&)GgoH}Mw
zt*2le+8y{QF(OhIdnhc`3DoW=wFE#c1l8!^fRNXc98IR1B(zvZugMVW26sqYV4~~D
z<*8%TkYoT6gsT!e&*BoVP8|9?ws1+%i2Ny?dcDMgWQ=7VJ1Ua|c>3uW11&yf1MsPJ
zLZ89c(61s-^7s`g#Y{AaQ){W`b;L!VMnbP<@~dIHz5q8cd1+iq7%KTXM!x+R-N#kd
zYDlt{hPkEN?o!(!#t*JQCdeXPkSu<l1IW~kZ5P37CBQXeR$BMvO^zf2VH_MjsUZ6X
zS`)sTp+8W;cgouH?QKBzY_k1xyX|%m-rs$H3RXOb)}b*^K<M?0lOu!jB@qROIHf_7
z6;I|H2cNRs>m=L0-MZfw`0$oJuuYGUyx`7b^vz8Lmh5BR`o#E80(VW-d-Z-k5=&c3
z$PoL{;?bE5tOQdsWwp|Kahn9$Z0bE>=H2(RN(t0ZE+u$>Br_}<3&%~TENO=}{U=!8
zNlTc`tbK0pL5XtL#ccMZTcIREax<*RqZVcSR~nPx`@JsMo%g{S{AL;vC-7teeb*%*
z!;5>;*5e9q=H-=fQiyFq1NK!O0<N61dmFYCxPR?32NG0GXp{nOtN{a43ef1)Cxr<$
z!kJdrh=uWzi2*qVp=_3&D;{}VtpSJ!6`0MsfISVkc6i<EFYBlp;74XFQU$z{8A9B!
z^|silgIvj__9SA;QOSpkrh;^8n+7B0SFqP_o?e*}nX<kU3E3aYf=gq!kEqF)%D0W9
zYMcyKE_Cu`5fV3uhy<&CK-Bhu=-HfYa)zr4deIC)gq*;oqyWdn2#Rf<02Iv|h`EUt
zab>#nkI{>iRmPi4htirNv{qv?9A0miDIB=p#4U4<1PBIvwK#Zy`l?<*q(MC4OWZI~
z<A$BaoY+SOA+je9DAvV9B+=~-F-=*4Tv7l?Z^F>`e%o%OCJHghAsg~%MVAXbqiIHp
zau-*o)b1FQY%~8~v(`FlH|%UTEo&<}!*tB#F1EU0h^Z~#)O7o)19sy-0m|_S?*(_N
zV=%`X>XC;-YP7BRGSL^C$3bkx@v5u<6noC-{0mCNEUCF0psO-HUKq~m&Mo9)fiQVm
z4D8^Yx<{0kF95k(V*=D$Jo-{Oj&uh`RGV-+q{JZCL*GofK7HziukR1`UG9_8W?byB
zoR3_<U!v?xv#&jB)rtmS+!NKl4&L{4oEaXO*(6R+cx!0hwa<A_S~?uKW-+HK7rXOw
zUP+c$9YVXd;W7fBr@RW%vt4Yac@>md)qK-Nr`X@kLO#xPo6P2bJ26yBewrs>jdpvG
zv4IO%u6jV1teuzRP?6V1($6*!b+yAal=$o;Fe!Eun>KqBb>c<gij{TQ__KjGZ-^CQ
z8uQ44m)&+|F9w+6!pm0H&=bZ>*egT79r)D4fL&Jw5vt>Z_d)cy-z!C>D@BS36D6(%
zd@r|M6_R$bGV6j0(0RH(5*3EH30yQrdqO~!a1&|O-J(MjtKxxG6}%R$Zl*Q)uVZno
z5uoP1;n2}!CaNP4u20pm>O73p1GX;HJ=A_nNNE3w=40UZR$D~FsR!91pf<K`37M%7
z7>Vi$8`xA#8h09`d`BU_j2XJAK6ldp>eji77zE3%SIMmF(?;fZ$cOXuB)Bc1TPx}l
ztT^SSU93UkjIgw(Z&g_I&3`rpg6vxKtbqZ=Mc_@%jI%Jl^>uM51C!lga8qpwAj?MK
zYQ>dpBt3vpeZ6EU7>%EIC}F7UL8kq1fC`{IW`IAA_>z)kG5G3X3aQg&=KzIsF&HY>
z&gBHMdHEGivC>oJ@U7%60s~Vw(=Sz0;nCv;k8iL-nI&(AsJDi!_qD(OV1kaJIraMr
zcWiyX1NKbpV+qf;E;=Z5rjb#tfpi~FF=$W7Nc9(t7O`Clrip_BM{twFixM42`7+DK
zqC>6{v>=Y_(kL6qwVsKtRNRIhHP0^UM}1Z(A#ek|W!qExdnVxJzK++A-7O{FcTe9v
z$Mc2`xkU_!EvsGb+*z<+2vj-4FJT&|wp8#cSA5Wd6j5~0jqJ{_SKBojEK$OO+4X?x
zLWH2dNBJ)TS!&i>!IkVVhEfQ(<?mK~mKxff@am}v%e-DrxG|_V^w<8<KnRXo-wOu`
zBK%G=JLToz&sZcp7XG$RhEYNvSN2^hepf=v7Y`jqyiP##FLbKA!7L>UXymvwEL(^b
z9=d%W#!QjFZV-Plt@De-=awxrp^eGC;UMn|D4?uw^?efSiFH##cpOX{GTn=W>itI$
z#$@(FwZ$oNM6##cx%GV~!l-lJjr4X(fK3UoaO6;R!g@e+5E3ie!fTnu@x+rXWxl&)
znk^XMvIo;3WsK0yTZctCS3?3lHMFYLdjh4gbuVE7*-+^O6Xr@0s`=0v9al}TNC2%_
z(NgBqP{u^hWLa8^#(qnE6(qGqqlN7j#--NvX8!1Xgh2{FjSNP|L{W5AippnejSIGI
zuX`gr6BWXKSS^KofFi`1DJz=L4Y1NWp8)l`Pwh~!_~K1A!>7>8SCNbo5G%Ny)43~M
zFgTzx#B!tN<lpyD;oIKhsb^L1fGLND7)%X9YJahJ3g;5B+gE`?!k{8E`<S?%&pqvW
zv35Pym0^-;1RyxNC3hT8do*IgEAvILx>{3JQ~OU(d1VmQxPd!mMU45&#gUG}MU)fD
zSR6X?*I65AW0FZgD<{aku1?L}X!dh2wEv&fhI>pw8WKOB-o7}k8;^uHj;=G4>;<1E
z`QGGr7l#o3#|{QYf;X7%X}*~edx&X=nA$f{dgvsBA0zxo`~ItUr}=+kIRF1EJ^m*l
znVFT1{eJ;W*;)TLfGG<H!~Z<_|L{v&RXurBys_2Sm8OzXlpJd+VVE&Y=b0di5s6CT
zGMS~vIF0{f8&giDwxW{SN+gvEC6N{>X$p0uDUoRYb8A*n@|t((roHq1^WlHubUxec
z??3<G>t9qT>^P#ajKDXE9-#P-O2!VBGhu>YY9}Pf7TpEd4r+A2Nq|mpadG&NgoU-H
z10kXbVFO&0z$m~Vk{LifB3KB(9|3JZCzga2fD0n5Gb0E5Ed;<65@bh+69Hfm$P5H}
zSjfSj5S~exF&I?Hsu96D1bNtmA)}HZj316{h9sta2>?g1ijR2ztqB0J3;>SX1a}Yv
z!9WVVAY?EAZxm$16|exvK7s7uPHO82dfjH@R^Cy!IEd8!$cYp3#g1mJ&hE}_J21Ai
z84Dty-3rL<uFihgjtye`j=2@kjBSR#Hi#2?Xp)p&y3Ga^SwPJLEC3KhKo?I+^99W&
z3xj!&i-jh2P6Wsd3P4L1<rL%U3JMem7d$WQia;kEKAbmrK4$U&066pl-oTD-B+MLp
zILuO$OM#pvOMnA+Fj6GM0FMN=Nz^<BP?M^GP$vEd7{&^O`rkHv7cdXRXC(~s$?OQ1
zB88j)z(kND1ehV!Sws*;KKOOcq9MG9HZL>+P|b%<T?5!hcI20Qru{-K!nFzC^#X&!
z{ndy-#{Bk=u)QB28)~2@4c=7tECiqn8a7hVIi&emkhzPA^to&si8^}@@)$3MxLCvO
z0G9;=*D>vkx#h753_@fW0HAjW59uI_H3<QL@N6<l+k9B)3#4cVVb|ZBy*~!xK;hr8
zg!v##mjf6JpZGei8R%o7ESrD00oCLk7gz|82LKdEfdQ4Wx`sy>yAZ2j#TXV6+LRy%
z0ItbX0RtNDkX}+D4+8{{0v$dS^v~jbGl`@I{DOuGN-<9xTN3jo`=AR5Lzb$sL|^7F
zS#Vk&T$`+QLux4@12;&4po^rgIml>5;mhA<hrZS3<ED){1HjVfdf$J~1z5ud;or?~
zbT&ANNbPBi1F*m=JsaA58Y;{p1x?CSj_pH@A6qi%jDavfoIyeGI{Qj?YX>xYY^)+y
zcbdjfG;A~U*LO0kG4(2bm<Nx*zQY)Zq3;JM4;u`ji$J=}=8=V@*4v#-)&uFFO2}9c
zW&oa;TEaA_Fv$Z3?{kC*K}vvQ9vJBSJ@~?EAR-DhAcqeNOaZZu<Y7!~41jKx0xK~l
zh5^!;%RN3UU_ao3sXsa-hyePB;0RC$e}o3xV9fhdAjObwJ|X?@7vx{xe`BC}O7y!h
z9u3wj`h768n-v}P26jASe86Sne7pX(KUKklucco^Ta!?bu%j0kfLwe8y3jcARpfg^
zK2c?J`y$MFqo7Z6s5&5k;2?r(Q!{R1mdGuaB2H>=ddi}Urp&O!x$CWxvwV1QQEqwG
zlsZi_=YBbqrcML}r2J}60LLb_{eCtIp#Jkpgw9ajZD(f2n?=r9(*tNndXIZ3%Vg8-
zjvDUUPvuG6{dBv^It*uy^nRM@LXwtOiwdMeJ$4%#Reg@kg7tTo1&ikDxzlAb3!|VJ
z^<fxKIxYGRVYNnMQE{aa+^4J3uLF;U?Plle!`yR4sVm%3&UR|F{^=*vDb1XZl^&D5
zX92BopJS)e@78UFP44YQZs`KB?C?T-ejR%Yj?P6w|J;OY|BLcNj!v{H=hYPUvvjkm
z6~wz99ph!A+i;Oca+dmZ|3BC93w?&rm-M<|HZ1LlGF~cfSowB2c9Vs@2l<xinh#zM
zV;@q4vU2XMQ`$xJ4&P_d$J*UlClRo>qIjRH%zZ2E_C6II-5;_c?EUecD(~7;RB0dg
z^$R%KEqf$-x?F7nuG@l^_YKhTjh>&_*}BSZx%e3EI1vb+*VpxFL>h?YK&4u1ob+yf
z?YF}v!qR`Lm)4c3D}&48v(+hHq@(98@|C%n9K}E82*y2o4^X~=pWa6%ATRf0gP;Ac
zl`=Z{Y!8|(x@sa@j<)OJ*6y(p#1%cORYl6%d`EI@xDJ)t_v)$x1&76K)vqAw)3rzB
zz~a14AfNc*)E-mG>iQ>(B4{irvCo8y@EGqz_?}CK)yCedkd5R~ugLmxz)GS>N5Y~}
z_;~;JO;w;SP{p`M@34|mJ$|tk!qR6~!f5hm(<TMBYj1eh`Mwh`Z&ow(7>+P<hPXAq
zIOb?pfNx;xxhmSK^US#$X(WhluJ7JvTMyS7<sYP@+*eqrQ@*rhuFUs3JnZxj+QOe3
zPOfCn<oa&&>to+0$2rM#j+o`}(mXn3K8(a<V@v!z=#G4@BPw-Ee<)iEb~@G3N7!q<
z@O}-@A=^tYxRO9p6u$R9HmpT6Fv-$5`P>#8df+2?JFbau(Ma&GY}R-Gb>3^~MSDDL
zGEC?^O`v}T(WcgSw_3s@s3_b!X<U1_nUp9!k{s5fUJY1rBrUONVf=gCT4>~woh|a*
zYqrEp^nur|zvUE%Mm_;YM)$8nHu0a!=XabM3a=RaFlaHbNFDNf+Y5EZ-=%=N{DeU7
zQi(}1X?5H0Id3G1?Kt+6j`hZbG<QDT)Pn^x(n|XCa@KrI1!XYI)9zK4%DkP7%EG4F
z1*5auVRx6pFRQ({9M)%H^JH7(c$a*&1m9bsP-py{SuuYxD=uU_?w-#N9ghmn7qY5r
zl?2ob1D<L!){f$2iXw87Y~k;bnN7A4q_=$84SiLvpO8Ae^I1DpGl6$M2X(-t<lEVy
zx<H_IrnULDk`Hqe8dFj85{Ma+#bqVCIVPL0V7wSn7t&IiC=(C2qG-EoBjQd`1Cht=
zPATkW>_d(yEl<>@x{aHAQqgC#-1)nu^}TFFuW)_POr)89cm>j52F_OO=XhXuqRbxJ
zBTx2#9!`1jri8ESt)XJ}Z_V&SpzA+3K;f6+wnC8ARQkz@;b~;mCDQKxn?_9K{cQx6
ze?YW9_IZ0fLH&XVyMQv=mV#2^R0T)r9<;IDc`=SZLw&vQyS2CLapob>49(J0xpZVN
zTeK-Cs4t=M=)$|P@_Jnx8<`+~h%;bFIdfhy>(bREwG<v_idq%_!}h~p!CKNp3^fc)
zUM3;`BIg_lpL+Y8oX$@;{pC<V=gdK4S?AuKQ+N$>;xcSUrekY5*1B<HZ-h;>FXr8J
zHPXKuqkzpv?sZ2??RK7vzUJM39symW?adQ{)Wk7({8qd9^|@ocv6jXSM}ilf+jV@P
z;3&cEr&`PJr^&{2*@uBZT~}b9F<*mEW`)MP+^->;&9u7jFm?`F<)!o1x%S%_*qTXI
zv@3)1jhyG@Hcmp0t3(ero=&MQw(s}d!qHPB=@sB^w#*ZPkDGFY+E}pFT+O=GF76sG
zl-ljr-X!K7%k?0>@HO+<s}+!Pnk09{a}f6vRdMaMUEK-E#!PW0XFE3wotg~rHDppW
z%8c_Xn!`@gAJ7#o@*LiwvpBWg{&ofIKC<q?yfQ9K>2qv7d);QIF<cE8|0u)DHG7(m
z#IX}n`FaeODGsj9tKC^U!BI`sW?D5>>@YXi173~!%upC#qPv%B>bcJOU@dx72ulsU
zQZXvJ#@Ze^ZkZNmid=$b>M<=(=ewkMT2E)2X4a%%-Bd0t_jH>$6`c-1a@dzk*c9$K
zo!N6P+W4r_aidI}RTpd?g38G3kB4WLr~HaR?S1_BMzJYat?LzSs{OWP?YZZiXHoq1
zrE<*nGKwWv?5x#{%q9n_*V!&&_|X;2wk^uaKRNsHw5+|%*hghy`(JIF1%?lQz~VB~
zkEZcA8CJM8(EsFEYFGOaTOW04JYD8B%VA{WAwJJ9GDUj>5-wsQA9G6-nNc$r$=6T3
z<tulkw5$?W(!EsQt?#hfKF{JhxkGnIx$zR;O~dDME@dzx?V6$a>NC;eZJQJPdaeZ@
z&fTvsuUVJ1(w(5`@R?7q^w8&g**OnZL`Egm>dF(tRXQ}6w@4)`2gTW{dP{Ayjn0qF
zSijnTyJYW#cQK^78=87xkl<?zjHE|YA$%J7X4^yO*DlcI7M++f{1_OJceK^2Tjb%6
zE@MuYpXMkVYm{-;lOFYIc$qrSL8G{<{-i8J@av=VuH_5`1$<g6l!Z&9wQc7Ze}|kB
zl>8+*?kfw^fsQ3V)7eLb$E)P8DmrV)HB+dY@`InRpxjtTZm}2XLr;Itu?Tf5eG3+Z
zbj98mcNsGn|7P^&mKVq4zGr5mEeE}5GCJdo$+55M%-iIN3(b0@GR9P1L1X>e!P?up
z81ubm5p|gnceeBL{a{}xxKKFDPszgnQY$jMoS%Lswc15xCVE$`$?EMuGL<KFEpELV
zTT75#wKLDc$V)}ae03u~@(IY;NcHZ8+UZM_m~K|TS4r)2W>UBW=Cn=EXy+28`QMQ(
zG<=x0^cTK`?9``nDf0UUD^KZ8##JRI%0%m(Ek6CZ)8U>+`NhOWxwH{%zaAYmCJvt8
zZf9w|UrDH;Pj5p`k{nLhWKFZWozE(M20TdLHK*3Tn%~;;o}_q=Wj&5*?@mt&qvTdy
zCt*e93g_T8XK|0UxX#b<Ir3#Z+?L0m*`H`D>-p>@DkXfh5_tWTiB^=ztw~eo&0(-9
zarIl1wg%Z08fSEp7<2|`a9tE^8By)Wn(dvv^@rGw_fzSHs86Mf=H1+C>x$^nqt+HS
zUlhfE7?y`v+WosH43(LO?p+%PZLMU6EVT2*4Gzxt6Xm3%#QTn;_Ihxr+%2}_KVWkq
zqM-j%vi#rtivM>z7%L+u)Bj4A9IXFu%w!^9VPN6-za>j|p4G2Ec4;v&3kBb#Sx204
zIMcgcqAQMbXO5ggW`_wVQ3)g=%*YuErKp4{sm)>%OiK*R%tQCM+n+tV_`A3H{bQav
zkG`{~C!c=3J7Tw)DYT+kB99<25FSjR<Yaa5nVDHc6MJJOplHFN6GFBEbkJx5AO=oQ
zPfs^SMqQ!^0%HgdUJy(baDyom`vJ6P;$RN>1c(Kpm5osVVFY+2OFxtYNzfTVrlGih
z;6nhCBXA8w2@?qNAdzQa4|*6p6r$3Lr0<H681(i`y<j*%h3ZA-R}+9_5GC}40VmOb
z2p%W~MCNqh8VEoZVlV`f1HgF&>_E|A5EcV)Jg^(v|F$=P!r0PY)!LMtT87$C`1yez
z=;^xJ++M?)0`l5IbNK+cCV;|T+uWYzxe?@#??|CFHWt61`C0_Lx;p!E+j5gr`Cz2{
z!2rPCgGG?S_Fm!bj#$hF_*X0{Er<ZymjM!<$&!Co3Ks$b066KPB5A}4ye2;k-QPDo
zjU@yC0xzH!`XUL?b`ZmY#1~IUyo39p7UaPhh6x0DAWO(G5&SqEStu<fS-3y=M=XRA
zE?FD<hX9cveyd~IgIbcU%}h<f4iGSSFh_{*CA0`I1<Miu;&HKWV2eon5J3QSp%NwT
z41e3B-}Bl0mDdRu@@7D>ae^S;pGFWopeQfcZGV3@B!Kcl2oojyse%Bof<Z5@C7+px
z58Q3ew$R4FKHJ<7n76JE3C}>XxI8$W2t3KN^yIbYWpEYLltBzy*nQ<*9w>By;KYq(
zjmoFX!wWA($Pg+Q{umGXJcI!F-u*onF?gV4`9V=e;jQAwb4mloy!=lWWUl`<dIXpV
z-~-G784xaEOWXG{ak?<Y*q2ElAzz8#0WCn%K*9_b2yUWzGeYjc0htnk!a)9R-`S1A
zD*-5Al4P*GwvHO^RM^LgAp^GPnPVsS>-xt8l?3D3<ds@VMG@~cr~-f%uN9zyGTCsF
z{`k4y#OZ;d(5wRo0+ar9H~5PYIbhO0^^g7{oIx&oNNFKNaDcwT;f0w7K!PZ!VK6U$
zq)+r;^-EhG^fV9x22f5<4yT~{d0wAwhnL2(+*l1S(y@2zzr*9%8YT33B!~c`9=Yif
z%4YDdEyo4V;RIx3W^G|%O@7B2Za}V%6G2eG?m#IhD1jk}5Cu)s%Vi^il8_K!iedSn
zV0JJG0jR>s6D%nM@I!Hc3Lr(?J{hYk0Te)XpP?&(6z2UCumD7V!3R%H0V)2mLjV^X
z*egH=82JTH0j!+kLllD|`vpS*tlY6zKnO(k3u;j=*(az)ePfp}mR%3{SDT6UtGKy|
z{NiK&b=kT%&}K^9gW@t$Z28aH6S7!FW(+Vtwg84NUbn38_v`$v3S8&!e$#4;ha+IX
z1X2SafRbk2K1NjqL?!u5^fM*)*Y)PE7UjO~XZW215MV$MZH9kBP9Q7tS+1f-3B5dV
zMQe_(oRmp}w#sFbG{Ts=tU=)}Ok*Mg%J0Q_pyW~dWgD24++t-R1=4fS{>L-i#j5O7
zdo_bJ^|iu5w8EomQP=P0-4>kt^(p%>@OV&0tfVK~Y|pu+a5LwV^YQ^{u>Y&7R@3fJ
zE4cT{b|+LFDSdx%ptBb6qrWEPN1R6Im~gI;vuJ3JOYG?#%g2cKDB~sBJ$AebGU%S9
z>mU2{MUHv+Aom}Wlrx#~H;a06licwuYg8}$rXd-AW(L=5eHphseoKHehJE#giP?u&
zpNQpcjncQtG3}1y!??vL&+Y;&repeiV#494ncEG^X~OW^9b!`)*RwUxZGwnJl-pN=
zeRn8Y9eB9Wz&*f!KDC{&yo5IbLC!`uWEVYZ3DJikw~x~)!|Qvq{28#A^~F`SuWFH@
z7C%_Pic)R)a5-Na(|m!UYe6~}@G+|P3pD$_O|w;h9uFiu5e{d7ycPf5-4_2o_s7FB
zVanK8FLpWyAoI4$iXFW$53hVG=o=ap+&7CHQwDv*P8VHW@iEg{`h?M|i+YU8;m2xD
z&8(&vHhLtLHzsN=u{Ri1?`Q*0Lyo^v?R3@@(D(h;gT#6%yS18i<)mqM&h#LNj(ci}
z{RAv_afL`;CZ8s8CatBLtdBdX4~Ztu)@}8i+tT^~w&Oa6UuerT`F-St#tOf)BO4^G
z+BOf~<(2QRj7;t!fyKFA`~q^Hzl(x2ULSg$LJvOv$g~16OJAsnzMZq95=)_V$21Nn
z@bP&jyc!%&<BMjDZ&ydoxGh8<=HP#Q1qvU#r}0xXX4aa@TZL&nesyoBQihGytD)jo
zw_K=X!=*2eQ;?#Kc&*1qdp)XSbTMy(Srs}LN2X(T9KPynI@NXRURtd60*tQ9N9GFD
zaA3H?IJscqiX~gWAn7Ic>UVq`gXfgAsd1x-;F|IXXHtsK`^W8)L!51Iw?KX^C8zZb
z)Bwj^8B}U}IIkJSQ_s$<PidQ%?d3Ut)^&OD`t|co%34n>n~TR;s~5_MtBB*>wUcv@
zz;^a%06=tumq&x(Y_N6QaW=x5IIWvSOL}qP^X_<~RfYthI@7>-)=f!RH)zx#Z&Zwd
zq`Yg2LDAqsz~<u>*<5}du@cTBEF)?CI8pj2?M)gZ^fdq08ID!gx74@9M)GNvP-?7l
zMM~YoY?N32g9lxW+$zRs1Z6#!&R&^6zWz@LfnPK9FkEh=#@7`R*fW2qQ{;$7N*1Jb
z!w)4Y&5qG=+y}_HKd)-Ul)z&vj03mG;6_^u2RaOJKS@Z^bs@`LZ;e`3+>B0=JLlQX
z=k<p`u#aayQ44{Nd|0bs%I!^$Xhf`zx^q-nI`MzdcFxh2ZQ0w7S+VU@Y#S9<Y}>Z&
zRBTslRP3Zuv2EL`*k3NXZ*_Ow`|BQG_n$c#<D9+r*zdFFJLg<$uJCvV-Q9egvsYFX
zA@?3U%|^P=kaEdP<1R(X{I~>(lgtLrDQMm^9?pdY7S#}5d?tCT_285qUq!l=47SYK
zh#!AVbvwV>KqR*kx`GzIJo_Zq;J{5ydd6~rnZWvKfTP8EpR$Cm;Jx;J#q4$n>_v;@
z@Zl47bZOGs!j!?-W~0OMxvf_}Xw=IN%Vod0#k`C(iM%3onkTL5NK4R-b#5Es-90MJ
zyvKxAZ^mY&x|lfikmJgAyfocS^A}!m`x)!;YYa2#@t1}VXxI1GsLDd0jL+AtZwzl;
z0`5<=jpac{uGB`my9~KV%m{avhppeuOt+ZQ@COyB4$eccojBpKL<*xtsYC)>13f1O
z1}?J%jTtoLKztYoDfw7tqA7MRoUwk=TXYg@_gH$}oimoU+j9&~*XBuPK`FqEUD8TV
zS&4fpmA$GtI9|&|+Ie<!wHQ>BecnQLFtTJ3*Z3aU6fF{~@bt2nyhHr}&vN|aD@jkE
zJGqU!m3TDX$K#CW>Xj|RqKiXMOn3Q71I@kSzH<`~XCq;hV+?ic6%<#}C44PzmEt8b
zi!=X2i-Av3c`<8SLsg#&fU`dv>s7Qt^}-<2wEKD=1$Q|cdk!$j?8)|h()yg{HSGP8
zb@N?lwZGM9*efN+JaY}m92~<4jmv*X1oW~wl7(o!Wdz$m&DBu|ZZ^c#NSt^@wus5}
zs|7D4&n$YLY9dm3dIdw<SwFeEKgk06kP_z!0hSJqHZAMeX@_kXcBJ?Kxr|3A@#6q?
z=oY%_P?JG5u4YbmJR0ZZ?f~BSMG5hU+m@1liS{zzOZK`1Q1m@Sdm1A%=uJ)7f;;x=
z23MPQJEnw|RmzaLaT&5eWE5XIfElxs{t+AH)WJ<-oOtOJOsBL!Tap=NNgh~j;u*)a
zEO^>2Z*#f+E5-3Z?&WRT!z2$`5|nq_!}67@O<y5%=5Q>%(ra;H<vj&%CimWmDT}BR
z^3&b47{~mP@hBa302r~HBS^U*ON#ycSzC1Ncsi!o>gO3>?Ks_zK^yR9@&>1VD}quz
z%JpP9IJa5rSA%=d)2?Sk$f*sbbAS{_+)3g%AHy|jB4prGuYv(k>=@=xJ)wv)9WK`1
z`JQckEk_uiconGIp!#sIbDY^h_Y46<nAmIr@sdg$_ukTn7_Q$C14S1PPHa$QU%+2j
zFWzOlV@6QaeoNkq*JjjqEquKu3zmkBEq(5Z&sC$uGoLVg4MdF$HlA80d*lH1m;^=6
zn~CgXk;58U<ZWW-rsr*kO2B4r*V})2YOFn6-$WS+ndK_pPJ>e@P1?iSpc)R(3phbT
z(9=t&!N5Z4qw(q(!5AfbiCc3d@hzcWewAe<%Mo=u=>)G9byGm2&swE%dAJX0l~N)u
zRJ^abm4-q}C|5PE#97QxM|YykCIuUa<sLfiUK%iH!>GI81VNnK+qPfLLc}}A=iYGQ
zyq$o1_Flu~Wr%!6KGo;8K{crm<2A6W>bB@5rl>bK;3NBl75H7u@pI3t;6M(#q4DTP
zC6Qg1?Iy1h37zJwrP4v&gaxE3$hOBbWX~kE<57jzWnyo)7;9^>U^==P#88g#TIKW`
z3~lSyrjgC!46xh5*9Uf<&ey|0;3Le#K1OdpdIH7kv4zNZvAwegCpKK}SL)g}Fhl^<
zJbq5qQ+j&hiWFFy_JN_-s^x1>^#kG>|EEu7au#4gu0c6;U5HAq18XzVka4%L-r<Pf
z?gyR{+T~?rlnc4|?QKAK%uJIXC*~|h_}4AHbikGw*juU-FMRx1fSfruTSKDnSG@3A
zK<nQh_~cG%;wgVJBFQ!GOtfgZmYeA}=B%$DR`&3acNwOEY_bw>T8=_Cf=c4vs=C-+
z1RtP4Y5zWar6MZH4|BF1ewD#kK~+xp*)xQa?`qoa*~9ZfmXqNOMku9j`UPtQsn0lF
zE|ZIlBc)}iR%@fqSNOwHL9qH2&2WuR>_9>rE>*C+=RLDzmJ_`YT$d_SL)iSILAkuP
zCYtnxi$R{<=@d+6l7^y1(%p^|FJ}h6AZknI>t&6jX5O{5*+`6T()=jyXw{2IKtvSu
zPOwUw<U-#&Oi;sAEow+N4~WK8@=*p(ZB(vc9BDaco}FCYC53&?ar28~TSH?r?6V<o
z0jJAT+ev1UXQ0nz_5Q*&#W6rJ=qIxInW;SuxA9j42q9f6UUj$h%*AUgGb@&@T9?wv
z&gtvOx{dI!5lf#J5%70P{YG|aG@V>|<q@7wR628~5r&*G`(&P=?CB{l2~Q_Odx{a#
zxpJ+YB`|lHBE7je*UVj$9{Y_CQe2y={XXDT=w{C>4;t-)&ZkRNb<4afCK&D>NaKB)
z(kf#NPR>+Qb7d0Kqlhi^&(Dp2A3$_CRNA+py>YmyY;gO<XwKZ3RsxKcr{S<%`eXo`
zTJ>J-nlW3FcTn$mgkxJ6W@$QH$+q0P|NU!R<*=3xFqZR>^k$-Cmh&^Ewj|E181uej
zf=Q(TogmJ4Z<9gZXotJ<axH)s8~j5zSZSppcg~F6eVhA2=K{HVBHFOPboK_U7PNbm
zL3u%2$6KyBrFjmtva})z>NQ6l%Yya^$hoTz)f*pfl@*h|g{pVO4If>C#wj8id1l&I
zeU~kVH7zUDsq9D&;gk$1(iV)rO)lK2B!OMziHaPL_0V$8g>+mha7`u{tHCcLr`#Fs
zo==P4juolSxC3~V1nbL{L_+CPw+gh$-P&6D=Dxuwx<4d6IK}$iZVY;Nrcw(6*?_9v
z>XYSnEwPw9u*|KG&bXnOT{OEe^hp)oRIQk^`HkchM#Od@3k`HNxjhU5ntYjPdghwm
z8B4w{tJhYm9#<N*!Pkz7JwhpSIgbPGw~(y%y6vvEt+<ibV`d!E;lsta*EHLb<#ka-
zyAh&Gda$Wgbtoo1t6WsLwjx6M;Y;x{F2Zg)8q#LxgWyvFyG?{5hQ<*PBrH;&w^^uf
zxy8$1Lu>Bg2?hn$WKiUTg`FMtYkBK1pYvJg#*Xr=kVsEQy!c<r(<8a=`?(zr4<1&9
zOtd|P6b8lW%%^P0QE6}}pnLI#KoZMnKuzami4JqZBJA4cDq$Ol*JR>d?!IYOrXK<N
z9+d#nCr^1#628986%q=_wVd+PvpndYeu=2qhP+y!-unpR!8<v<qk%sZH8C*&G=Z?;
zdwLD6AN);rE&engy^^79ex#M|t1h_ut{nxBJ-6&Tybj$J6=o;GttWMyDQ7qrxNJdD
zFcDNwR)kASN$i>FW)!^-3ngG06Kj+{+_oj9%lyGHY}<*MED+7XD*AQyidK*FFHBgD
zVriWy+TD;Bbos8eLDsjm@>uYP!mK^HSTt-2>za64Pb|CFiCqzkY)c3mu#oyrJvjo>
zcCO$hWos-3YedaQ`(}M4BVUKkXiLk?%va&Oj%)4eM(PkJYDx3rn47Ve6lA?nr|5JP
zb1_FPiXV0)Rz8+1?5n@<2fMu71(n}7LX~IMlW5yS>CT|o;q?J28Vu10P5~UEdexfn
zLG(J$ndHcA@|nEiUT+j5vA(AyM~myruM&P4t&19=>K-EdD5&pO&7#p>FofXx=@Q$&
zgmE+9a7Ff5qgu;mc~(uU{zU?~LtMf>2p<hpY{mb5?<u^x{N|mUcuJXQ$XD76cdL3w
z9$HbKJVK=QH=KmyTv?QpP4c)#><K#dQ+VMYn#G+56m!r*cZjOpnpTaGu%=bFpH0jL
z5IcR|JwU4+&9V6;86p{0i|3u%uY!xL?NIu5+Curo-TiyJGmTjz9EH@8F)EHMZQ;n7
zMZV-fb;~##7394h&2L@T&E~zByY-q6wyB$=W@gBN%~b>+H7k=S1zQ3l*s!K&P<5w3
zI4X+zNoR1TtvP0I<k#^77>$XC!i6~UOR_sp$fY+tPl-xDumiTJq>yhcpN|e4=X++^
zhJz`m&|U#LFA2VDy-{*B6`I&wscxKOSOcYDVTkyo9Z(AnPs^1l@IJl5wEw#;L~&`T
zik~q|u#4g7scLLl(_BAu?ovF&7tb};Rr~Wk%EAFGTb{L2?3h<@2LV3UpQS8W@agdX
ze4OuZquN>jmaoKTWn_Pw)y__<;A&$?E3IcH?_l}I0AG{Ua0N~4DRKB`%Ex{baU))%
z4r1iu@t~m{R7FSuQAONv)yb^xNR8Y?Z||}Bpfth{kI^dw7sn|VDK#u*2}(f`3<UZO
zgQ+1a<n_3ml)YnLlvg2f6|PV@^%#js4Y8}WTeFl;+D~TtN@xZ_foD-Pmv1ZQJZGTw
zzzr5yxb2ci0mFz4%I##O>BEdzd)7y}dSP8K#geGly~2Puech_EN=wcp=6qZY8V?uU
zG#|{HIkYDq?bfVOp^<slJn!Y2--LXV%2+3v{Zf(tQb1`ac-Dajt;yv0=sIT+{8Y2l
z%+v-&K2>^n=e%HPUEs~C2>xPB6o`$M)3M(g{@%#sbK;|!d#Q`dWfJYu;}OPVmJ!RR
za8-v|FGeoS(;N7~=jj7YN3vRvhUUBTi~EkG(i<6O(|U>}>&KE@R?oV%8RHRDW2W*)
zySpqs^p>QqNx=rr8%q(q!o-D?p3Oy0M(0C=l_$c`F@=U;!F;>CFdkXS&&6c9+$Z~#
zHy_+Fc<LOwN2e#KudiTi3tD&&!0Dx~?O%_SqfkuYCL>RA6~`GsuGALC>GF7HqVNu#
zUF+Q3odBO{N?(kSPi_fE&ne=<Zy*^KkN1R0uy(mZT`}E1@5u^n6DQOH;(ErXn}9??
znunmeRNH3ysvFpifAyU7GuB`>-#c%p2mUGr;gGD3?dTGnF5)(+29IkK=Oa>P8e;2P
zi(9hJ2S)t-p%eux_-blqUuW;7uQz%EyjSdo>eV0lf(#MG7@Ed9kGzr_3QT_jlctTU
z?)&a4bRi=GreRV(j!~zq1P=+7H5T|wav<*~GaB{@P|Y0FQ32)yqf27A=h~8ah2i_I
z<f!I>g#k%S?HcXnZM^1#&#XyDb3@=(3=asLpwIE@riONexL}*z?{MYOHiUGfRA(Uo
zbB7l$=#cdbTC*&qx{?X5*1@Ixmlt&bhIP^N5V%6F4HUpM2v5C%-T_S1MBM*OL9Bl$
zNYL8K!O+UV9-ooz?L#?QK|5<30c#g^y0^a=Sr};87@6@ISQ%*O8CW!FB@GQsb^r9g
zGP-te--OS|^wwkc_Dynz_STMe`iA!S^i1r(ePZpP>tKjaN2_3`Yh};HMJrD$$HViR
zGG%m)4S9HA46O`)k@l|_^XD4>z2S|OmHiJXyDW|<4OlJF!M8n9hFr;DgqT>VE$jOg
z4CNPXWya>{7;q?2NJJ!p@sE3-$p|jQP7&Iy5OOEy1aI!Qu|^Tm+exCkGU{<E!z#nh
zsfW-J3i9h?z#~8o3W<sfCgw&(v2ZUXeD`T2fCnV69I!IEDb>{dxD4OdXbPY544vn<
zPWuhq>UA_zjXNcZ)K~z%qDUbd|B@us^eZv~;Ma(L4}O|fJu1Sp7Mzd8H5SJb2yPE%
z$AWn#hth^DFI?WQ$dUdkA4k8EBV-7NtB1$R_7ZLmC08dC4LU>Uy+7Fw?+ak$Fr0FF
zzsK|r`GOsV;%fw+k6LRsDT&;tx5BxcmfFT7NnA;p*;8D8lkE_@u$gB<%4PSidP*HG
z;bL%BM<;nvfE{-4`8Mtb^{^bPYDDr;LZ^wUN~<&a$Vsc}5`rQfi6<&1T^i!jdp1DI
z?{xTFN(#l%!*kKw%iD@jdU)#dx}O{mQw)Z=SHe9{6~WL-z)Y8u^LB7to9I75p&bDU
zN@lLIkhb)hG}DzsIW{}QxEabfhf7reD{MrfHL|X!+bjVj@M%5Hu{khHWl*AVbg&ps
zDD<hwDhtbyPDs`fFch`aIz~Aip27;Ye;r`uLS{=$sX=yYvvFnL27IFa0x|kNiAhEt
z#AN`eK7nQ8)Ib*|PuT}=D3ZUNQoal9lx%-cSIS{kGIbD#hst()#Q`00@0@sQ<`Dmu
zfkGYAdkcQFkG|->?u5BNn_|{VsnDD;o{0SG+9#<PDS#bjLyjVesCLIjl+Q4Z4Jn7!
zVu!W;2d|SctErQ%4&072XS`T1<&|X#n!)9qBk6jSCnX+p@(x>}Q#t&(38RJ0i%xBs
zqOejO5?qu0?WYOVXEp~0hazhE$Y+<=poR3Gzo9%45%X+{YHvXAn7r@MGvKVf2S@0K
zYtcS|3DdYckJ!ZF_8|Y%g4Y!+@J%1fW!fIcKzRk3gz8+$gsDwE@Yw{oay^5#8P11y
z90~~r_en#IWF6CHczXl+eMgMt8Ex&{<%D!Nt!vrOB>#&7|6EYNy)^$e;~t-$f$8m?
zN&jc>Osa5p*e-l{p-Ki;bU2p;s?_;BA%ct@AXSH$s&Ql<FVg7KgXh3SNX%qok38wY
z7bp>smAFQ<3RYfj@D~ilaLM-)bCYCdMdIY+g7T`)eEK*`i2*IVw|w$VbYPk~k@xZ7
znsP}~8${OosGrVUF0F=@eE<RI;z&RKWMxdhkm~o9{T*gZ^uGe<e*!b+Uw-fnZ~r#T
ze!ZAKzxThxjE#lmN0{{}Nm?(nyunNvzFh%Y1z9Kt(GZ!NxCk0e$hX=23jX%1rtO?~
zt)755Ju3f;y9nlB{Veo+2-Y@!ET)|i?wW^axCJCpN5&U__CWT)dn8fx0Xr#0Qb<}h
zNmr?Kg0#4fOtR-MDFv|s{B~l?iP&Kkk)}Ig0sQ0&sbUrF;Br#u<l`G%M>F;<)`{;2
zK=+7In2^}t55dSPFz`2mG=i!sZEG5!wTAG(`P(*|qT2ReidLf1i(0H{wisQUeZSqa
z;S%CLC+p^uLPf@v;CtT$PcDW*t(pQmJ{e2VDMm$t(!^&|=oW}Bh0xvR+S%Vlm-<=k
zE0@V<JTmU6(AG}`HxmboH<o)h14#{ycO18H^<%sB+Q{YGKomJyhMni%qAi<<={3?(
zplCf@r!DMaN-z}3NAdwA2ZbWTypvDg!*vc-o9u+Y&`}9ZugvnR@TV&}%uNbPX+^TO
zI}e%mb~gYe7Tt{r7{>71;H-l>Of8l3UoG`kI3UsFd(OAFH+P?4k*c=wZ+MM2a9g=>
zx1QJ**6|6naCeo9>{XkXHv@9xM^1%{%Mw<v^SW<qbA3PK6|e-Dcl7LH(4~mSJV{+-
z`x>8_{Xuy~=UFVZG`<?qBeGo}XQPwdm@pSqd5V8U3C@VV-U$THo~8(B#-DTl)MsQ2
z8ZvO@Y6BC?*jYXnWMYx!xq=%?%}9pS1L*PwW4gz|Mt>y$2ubz>EYbzDYkx{knDMJT
zq1NO5wMe}A5-c63KN4=EZu)^u#A26v*!NXIKb(AOa9(jK3y*uZ@G6B#T}Sl2$42h2
zeg?CgmnBe2Vb#h=XlkQt&t_!-w?-?Hbu7K8wyaLeb$9~cW{0jZb1zTm#^617mzHy$
zS9@Y|b6yhHqt3mGZb@ugmS?l1DQegGj4;u+L-b)yn3zwV*jfqhB*D>%YXSsiL3T#x
zZ&kW$V5&_1y*1wmUQ1RPVC@x|mM_if=L}Gjbyl{zOGZ(Y`v+Tdi$RA#F>_dqmX!jZ
zC)?my4xPT!WmGzVN5CxUaDXT6oomYzHu`Q?!7t<bFEv~j;&SuT9Z^g})_2PgI_*Ss
zRZPv)U&|wi?e>0-<m7dbXbuVdYIG_o3L7!rXYoxtZe#m`_7r+gJL&x^pnsAR<j+XL
z@CQkL(hKp=jHGA#D@GCzRlx?}zw5nFKER6qmJJ)!gQQH@plO94bV3;9aDGu<{d{T8
zTMdOAP9(LXZN@d3*y%uAzv=NEk^O@D0YTd-QCr$yW=+(buFcGnYJ9x+MQHNIYLAY1
zSHoE~We?MAL2s8fsG(1q=YDUQ<SRgSJ<;CJ*7Qp(_Ahk&Wjn$DDAZ&AjlBN>9sjMp
z4J?cd|3JrhN&6`}_@J|Ul;)Yt&M=;*1WLwuUkq4-Z=rTFNbIQHN|Z}5_qU>}j%fh`
zzOYk*#OBU#*}fV|`f8H!){Lr}jK_?}=UH|1n5L}!;Se&A9m4lgab`Ccg;{7z<YN#t
zDg7Z!vG!BntBP8Q8{<hpGE@>@1&i^|Dc9lfB8LiFE0t^R^Wg&u6$+a0OT*%s^vMxY
zlGLMTf;=KEsKWMXs1}P?Xr%J`i5zj>uj&QA#4Yt`E1i9wyeOmCP4be1Y9>R6!z9TK
zM<E^{k=y}NXa`0xHr-2VB~G6JRS%CzpW>1b`&KN<_^!-DNKV+Cvo^bb6=TKMRG;O1
zVv)xqZ(=-kiQj+1q85%UcU1xW{D!$X9VXI~wP7y9$=NnhsD!otL<=;5SXY52Pnp0p
zG3UiIWE>5vU!l~d70WWZx?$aPx`C+Fue?gi-`z4TE#t)tYRh__6gQ^7X$>^N3-JZP
z3f8xD5r3%H;s}8jyX%f?n#ESV6!wUYx}NV^WvhKwKIV}K=r%9Ro%Ccrkw3!zAR*Hx
zlOtAN1Yh3}2gJM%w)6Ufy$@=OpvK_aYl8BtE2>iZ0?9C1NPt<|7edA0;RHcqR;gQ0
zJ_jHB!V-5CHroiLkSBPC1;AmfC9SIt!V}}~4O<o&UAzie!@OvHw?#9WBHA7bF$dtB
z6RD@;E?+XCK0~cyHpcchOht&jYsFl2?Wd1=kfDfjq6f>DW#zljzQz=*FS#HWcF^LJ
z1>l&r?O||ws!eusziD=HN$yu#=fE=i?6)OZJkrG_o%ALA3-tS>FU&_%^|)eb&2CRr
z6C(Vt2QNm<kASJM%gaC0*I)Nf{R=bb|C$+`us-<kAmgRSFp1JK(1N*o65XRJ@B+qP
zqp7*tLsqs&-YH|FzY*hpuxEwmL-dL<77bi^B$p>)YI1s!6$~E5H7_J!wXt_1)ZO@~
zTJH6Ss=Vg-@;VZ5v;#g)tmQ4i!r4jyU;w5Sg2<mO=7-G6AEDGQX7PUoi(iQQAB9ps
zIM<&b`u9+Zo%tVp;aezWzw~P;rQ?x9iW)#0s}p(9ZRu8;D+MP88x5iwPQm~v=FSxP
z>W-?xhiWOM(Rbj$MA*MWbF;B=;uo%gDD1_n3nvUq6nsIcf*zBSrB?7^+s`fr!Fb?d
zyYlT3SrT;>|3-pBZkx27eV|80F-5FV+neRPv)RE%0r6u0(dE_UVtR@7GH#&>K7f)!
zk+k1Kl1Va!kPx(yJ*BcgI4?7VtLX;qXxND}MLdSYh(5(H|8%iq#p%20%bq-&R&Ce<
zI~hr#&}d^H8HOR%d-()ea`qgLV0_$<oSb{9Hp0+KS8vFmQZyJWmcamf(ai{aI|pd_
zV}R6ydx8hOB-XH{r|D9J<A$leXTd_#rhjO@4>=&6l$&k|r32P38ipi+?K#8DVQ?G;
zDz|rOONrxS6?sBlQ-AK(HF4mGZN91nHIAG>pmK$rRwP5ThsA*_E>LpVyLbX$y3QhG
zDEstO(9_2Qe-PZWjmh`uD)@jOI=omYzUx9=C#KWH1T36b=H)hYeCw2dDL2(r)$}qT
z_vh_s!6FPeHqK>mO?>dd%goQp_N&%-EqjoA=do4Rq&B1F$~tp2pis<YIx@o_%AlIu
zo4HXA*mQ2dT)``rogj=cOsK3MCMG|4-HB4G42ts5>N<SHenaPX3{W?#aD7f93H)T(
zcH%_9Rix@$rItFYM5;6{xnOl(Q3>tf2Lx>^iGBfUMUeU=9ApgVt81m$y`5YrV!Buj
z%Qr|d{l&Y=n$^)oYi5Q%iyqZJx@A2kRXO(<Cn-&NA(!FtRt^ZpHkA>O)la-Yi>%<D
zw4Tbi#7MJc#TO-k?XiwB1ID285SF8x4cre^6+zj>-QAgWaUh^0LTj2*ndCM8`F`BE
zg(j_<+X8~3NOVJCqDymmrs}oA!h8@us_)Z^o?&aqX8%;B&fRkiTdp6!Nre_)*Gg{N
z+sXNq+T~8);_@vqferHv5h+|J?wvc&?9n8$%fU<GKquI-?mQcMIkEzSa3Oi66ad#y
z(oLjv7cOyhmfZ&rN5Rdxrrsq&sL_eUI7A3_dBUK*-1Q^XoXC(06-j1XAvth*U(aW;
zH|@UD4s?AA!12I6o@l0Dy~TV??i&VPMQ$-pls{qZ2NwR&7a%MlYOdMzK~P#9>7kQo
zM?fU;L8k4<(sI!Snak5|)~dBqE+v1Wu*{1sd)!8E=a%{6GUsiepX*Jj0@je6fNFh4
zX%O+-0a(3@!v0o<%$f_dRldP1c$GuOk=A?f*8rX2#z%gJsb4Zxf9|LLg}J}vfB)3W
z5)aY8dD(Y?8>M$(k=eu;go!K;LImp5fI=3EMbY4q+DP@<pP&25&~;SLQ#zUgw7HP>
zW4c*1C_8{fta7Yu@Ad8-nV=;z;(@qf+UfvPALqG67i;TLJq@IGViVdc+qW5sdB!`i
zPm90zEq1)IH>aQI;Ae~a!Jz-0y}w({|Ba3PJxlj*+t^<(=Fe~Y-`LCg4}sdqn~mLi
zWAC2wxhOC_k$8^5ExLnzo{8+Vqx1?l9gC$c<tLiA`D7hu(SieZW;!t=s4#vZcwGd>
ztHWuw!Z*Z3yc&kIzoM6Ren3=q$3hk&c8-0^Rj7=xrBwSh|EeP*96FYV5Uu-kV5oeC
zq}+^u(zuE*zb0eGTh~<TyrUOfdT1soui>aPt%d7-tAUW}jzJp{G--A0HqdbSfSbfi
z){*eYu8@{2E#4wq`9W{(bGChr^buZ%!Pm6mjwXNP;)Uu_7rKgmmBbl?%%rkylNIj8
z^Uc{b&USn*{UHks6n5hTvVruP)-st3W5yx0D|!z<c_A@Lv|c|q|6Ik<Tw=GECDL@u
zX@0HTr(#*94Fxgy+1kz-A1RIf5JVN`Jy4__L~ZB31+LcC3A~yd1$C#>UUR;bsL`D=
zpLtIbDj<}zTA|9$i2XB*(c%e4DOO0*6X9EKd>`mb_~-jF7O{JMQig5<jdh&?*>%jR
z2KDq@xo<L?*X1{ZgDifi?@EvCx4-qM*Ts1rNhe``8bnO$s61T*G3gDvJ1zwb#Gu1@
zVFLua5Qo>YPwdRT2Bc91{oqbK;g^aN*&ezSeC~N?#X>ujdPt@&XAJ98eR|`fP)9>P
zG>gHdHzTE*RKd`dKrfD;0YX|p4W|NXaSzQYG%`rBfT0c7l=fX4Zg}4^mHVJxNY&#d
zolQP>;{)A;8{!uFX9xQ286mI!t%=m!naR?(!O1L`s-V8O$qjL%QDXDi@D<YRhgc~$
zUVgQHefTwcH0@aJ&wBdZ5}1d4g`R{MGKGQBpdRlS_CdNZT0sjCiny5Fbf}s$OQt}|
zM(-qaO0AYClC)gXAptQleV{|H+Q%Qx8@RALX9E_VZ%?`S%gyrV3gW0M8W6>ueWW>d
zDuNG}bIp~4+aPfdVnn;!r?5QZWg^z6SuZ<W^rxCnp3w(Fe6wKL$l-FG2_lZi8w!BN
z(f0<eR}lb%JOaa|Hb53hd9hNO9k}a5t&Z8g+@oVmN~0qRocd4Nn^lo3H`{Qbs3Ok;
z!phtSy-fkeZ%`WG6@hK(*2P*BwyXY_POEp6?1BQlIS$PVn9@aW<V{5!1JN9aG3_Yh
zjw{|IP15z%y_oOIPBn)$e4vkZ8_G?vPnCQor~#!LUIaqdkROG?K^_V8B4^!^diq(y
zg1YOwYYJSkxon%aEwI5scG-$M*wNC7>HSY!V)yanrVd{nM9a;&&aoqd!`WZy<$6z1
zJ`@U=%b8ihWJ0*ggU8cMcPmHY%__eFNZlY#|Abk;dc8j<!oPs{{|J8Re+_=WRxZOy
zH5MTU2=^q0WK`h?jfM~?-+3Ukj2u^(Kw^$#20IiSpV@rKl0sIuadWxBzC%*&Dfl!r
z3#C}}Dkh%Qe$QBkufUDvPea$|kw7vtyW?=zkJUV}iHWxw;R=clz&u9~{j<gV;Qs#r
z@Nba(-vIbG7yj=%W#%8e{GSKEtn6(6;FOhy>=x;eS1wT&XNJ4OR#_J6;wDWCsZw?0
zOq*r+NUdN<6ElK3&JsxQxfsNJq!^G4hMFhY_u4;<gCJbx3)Txm5d~i08bNG^ZNy7-
zBL<Pn7cr0>J<Zd*H6X}`ev2|dR79%fcB~r{&nJ7zD`s6xZhF8I#rXaj%4_rNc0D;K
z-8Jg^nf?Rlt^hsLuuK>ULWr18TGrb^MBy}!<wrCUIX$gdT{_JjL2FtZH)P{`o)F<6
zw}=8b#8PwwkYRyerv)Dl2`nt#Rtw2<KyF1V>vEAP$z?v$BQc;Gtt8vyQe%IvzM##e
zk;rX9?9Z1qjrd%4wg`?8F_@Dw`m`;mTq24VQT4I}6O-3!3FDn6Yq^mDb~zdKqCbD>
zu9YT^b~D^5LQf}!!xfpo@9F^!o^Qc}9LT#a)e;(f>IT<Q6>`jV{4rNHllsX3U?jKd
zR`t*mZ0Ni|&pL(|42Qj68e<n86P$xDP=_JKDr_-#xO{21m3CjAa>739i>~>(NgrB$
z#rK8o$`vktQgo<(yAxaDH-G7x`XrhPoDm#70ea_AaJ0-x4-#47muqBIpVDm8dcB~y
z&=%a@FH8VwfrtW+P*hCsqe18v31tH3M!9>U(}HXN@q={5^_cOs_|vr>Y*adJ-Pj-n
zTV1|FT4-@1f3bgua+%}B9QCB7Vii`3Ts(nL!rdi{GY<-W&_e<p267g-I6e!p3C77_
zR+gN26Oq4G!MQv)>|PvSc<8o+M|IBhV>(o`txCg)k%jO*GR2&3c2kTAd0(+yUt%15
z2A=VjVkhIxW_OBUlr&DTdDO6gUWt?8C?+1W?^yGIMwd1hdUsNi<tKJR+I7{;3Wkpr
z5fxf^!j|s9pQw#m(pPz_!J0>w##JQt%X|gdD=+O(!xHs%e4{%A?&>J(SpyK@2gXhv
z3>vBE4wF9zKFm#*rUhH-gJoH1z$)!9mJWOBduWmaed|rVh>={Cuz|YpapbBThS}J(
zojGiaE_Z8YbKlKGG%Hv+MKaw-8s{jtEFjI}#tyg@8KvwS>l)=1bDs7183q128}-jf
zV_^KN*ph0P9@d}kx7e~567n6HghaEjBx^T(wgpNtAsjZIV6*4LvjGFQ1D)g@*_zxI
zttCb+iK%ruoR^T42Z|%wTNbdqP<C=WRxT^JLKQ13=A~Y5X*q6Q!wFVUZ`3gf?x8(M
ztv=bc^Ze>=0K9TE<E`dPGfFD{vxWVTsQ3eKzZm}ij<^3EW`ERtnSc4g|HRuf|B!w7
zbG$LK{sZ1d<g28*=-}V*R>%-7+I^jI(tQw;1<@^#P_8FBQ~M#SmKZh1J4znB4l<#{
z5B}YSedbx_=P_egiFKQ;3*4Nyf$nA)u!MvKfk0uQ1VS=9U(RvciJvhT6vko0kQF5M
z<>LfZV}hK<7fBqG2dvphY_yMAmY<~}%e4wtZ9amKr9>m}Hv^0yC-Ds~Mi69lO?M1_
zGy)2H9^rtX-tN?QbGBH*OTmq_)bFMWWoJnQF;4G;H#3kkF+QA4*&l%ID*|MfaH$^o
zU=R}vPe@d(vFT|wdW4TGaOY^18hSM%f0|4|`FZ7-T4r#pgfOkG*4${v#^_VlbK<ag
zp-j9l3CvNm-t<*iyd-eQP5R^TO%dWPPH@0SeZ3e){z+Hd;WWzmvP*txZM%6G^=DZ9
zYs;H`19>_aOaDjzMFpXzV=FUITFe}6v(>s~RD&G>!&*G?kxvatCxl}>O9xnWb^@<C
zN@v#|3h}!(RZ?ElbH%rSXMSk@KYPOdIydt#()mA1jFPba`0&ENlo-K3SnACeIY@{*
zOQLmuG4GC6b$OD?Zb`a*j;0^)<l2hmZ3<vKg}mb1#BJ2{fWy8wR$!*VqtX<KE2<*T
z=Zn(RxAZAsapHzd<AvjEaMPuJ=uaOcfNL&j-{vOv%GSo=nd-4N@AySKGo)faTiFkW
z^AGL(*3<Cc2o3&KJHP4jKL`zeaF2hk9d?F))Q+M=)LUMx{j74m91-639{#$YTIfj6
z{pcIJqq~m5qEe~y2RF^vM_A@~%O+t~e%U<pGEta;4c0XeMm+-&^!o$fm2hlf*e&BP
zbcBrj(8VGBpgV*_xdcnW+AmJ~X%X?1h`8cp45$6&2luPRW%wJi$Sx+jt}nFFP=2rM
zS}v}hUgp=2*IirU5Z~k}ranerCn76U#Y2GF*jKMcYv<}72eTo#8VI9x**vhZTv#7{
zUTePB-tf}!WwBG+4R=>~Ym=~x6&3Qmhnz*yYrJ@96ldQEPb^D^wUc5@hz*dBDUslU
zAH?q63PYQFUmb450Bk(9s|3d)l@}j#^qeegWj#(8ZX~a~nDQn2)QW}c^~<+V$sl4W
zm+8kxQA8`z#ykq@3tac=(OL(LsX4m%bRrZ50kGGYT*Gc>Ha9cR!B0ha8K-*5jqst2
zU5{*H@+g*%2$nPR>S-3WQ?qP&>zAG3h0RNvjPG-$<A(SmCvK3@7~EKGzePvb2PF<W
z^;!Tm+-fYe;o5e&cDfFWR4VCnXg~t^4{hNdE3=NdLg=cidz%fvlH%Ys!)Gqdp{AUt
zFO%6<2Fn!jhbpcuV9EtySV%QK2a+pU+ls8EfO6j1ebFi>-HqviQk|WqHq2d^^=_Zz
zw69FpQ4+ZH$Gh_xS4l*mAu$A1ZLm?(7GMNK8t!$!{k|ZnHOZ9lW<0us8~7noCems7
z0Z5)S;d_Zw&+u>P*AE`}hEk}sLE~JEK8#bl7T~wXQVdKO&s@!huL%qAtUiHZ$=6Z=
z)fb-RC>HNCE2-wC`9mIl(<-15D}LA=cS1YZV7LiFN{zahrh9>S?@v}qG2?Cue&S(D
zy)OZM$AX%N%#^U1j$pJONw|?~>VEd@C=R<AJNdf7b(O<pW?r=1bT-Vd+5IjqdUvp8
z=?M0E6Oz&jVu+gz!>%}Z@t~j{p#5yrj6BCJRv1@T5mkmAd_^Z4Wul_bh=H5cL{JUN
zBo*ud3wPE8iX>U(n7^PzJNaWNhIR_|g<+ULcg@42jY&Gk+LdJ*#0A$2553Nt%)?<7
zf@(DkUG?i9#@T8|G0`zKT^~H=?H5^xh_!Qkdl<7NTEnJVWkMPlMdqn?WBo#JlEPGD
zbiOphFe;DLKq6R7-aUK+aW5AEkMD}ly`WO?&8Rpj<hUu63488bDb-Y!ApquTn6tWI
zHzmEs;Re340`xk#+j`ib70F3D{RxLyerR?0iOT<(u>XF6a{AW-C8tJcBL=wMd^q}K
zXI}@!5^u*1(UbsimybS=9i;Ly(tcvM(bEbSXyj9fThC71&YUdmw4xl8!`$>NSW%_^
zErID}ZQVYRJw;*JmHRcx8No%^%aM&3tM%;5o9)UwCOY}qntrJl{&Rtn<+r-P|Awu<
z)ieHmw*GoCf9`UB&wDYlGya3^k{`12r-N_3L~#!Q?uC0=$1GMTpB5x?D{;%}%o7EX
z!!NmeOij+C<`*w58U!43JGmHMgbrfXX>>dX3FX&2UooJg<B!q9F3Jm$0gMP*cI6__
zghAM#gH5+HnWdAY-cu3iWFs>a<7F6nwGr?1nuPL_OxjaI3q|UV2ZBU^1`Q+z4`hS&
zwbNG?i0!Otu{<o_lRr2txO{gdEqTyJe7hG<`yHpdfR#9mnAD##2%#6z10|(2ysVPb
zT+hw|9tjjA7ed6HltA<x-owwNpPHT~wf@qhH+iY;fB<6e)3P;rvr-cK1NjZw*~<iw
z(D3q!;VxQRUBUs^N<xMsZ(`^2TrEy+E6tEw(RNqv;LJiJ&&LNyQ^ll~!62}ZG^<*X
z<s)S(s*7wExZLHk{>Lf8Nh->cx{*SE0r=qUN8gwagnGh9^FzCVaMWCiXh4vpuxXCP
ztj(C+uq$$7%gY6rQVfxS_n{^RKtV2SHzoy3it-jM%|+uD&mBE!-S;4AoMe<gd*J@s
zMgRYZh~Q7E{0yiZ=pyNZ9n&s()c&Vp7CradBzBwX(?spZR2`XM1WTgi<Mrm{Fuzs#
zcmG!9Kls-wf4(EpPr>kmYx#SC!tz@H{=X5?Z_T3rfrx&vA3s6Y?;>Ji{KvwbykyiA
z-@CS3WtFzK;2vj8gkb|B2f`{IA9e`0`lL1jnVCcq?(xj_Fl!}1e8_JcmqF_IqV<-G
z7Ro7Wz3ZbSp)GMFFI(={Jj^!REXIgDc@tm@<ImpaZdD=MIx6W-<EJ{QYMMvl-0wc!
zPBIOay@1QZd^Z5PJ8yC;d8kjOPE-R{Wn!6;vFOZ|N3GRw#z4ku42`t34@b%n%078J
zU0-{Nqn(<EJMc-m6;0wsILNi2$k-5>B7uLC`j81t3oo#Hd%h=@EBc$pPLdSi$Be)L
znI#3x4klZ@@X*8YHje8`7PY=bk;m^}pydv4_@VSKw7Rt^mI@Nu&QdS4X&q166e#Yo
zWm3Cr6dGvVxkyJoATjJ8XKjx=R6A?pmR6LN%FnN>;2f?x&E9A+bhY9d(-75Mskr7q
za_?ZHU|NEjtwQTjw?*EAe4}ttp@GkRCwLBMojC$+h4`YGbDz4`&4`)%J+!iNb*tvM
zvxMA{YZ_Z|_jMLm3bUgp)A~fidRuC=u=u@`qrLKMY%8UA!h#qwjFzhMT0)gB(WBr%
zW_A%2wN}zY@P#M+BP7@a>CZa$S^nDD{r^ZV``ynQYyMhtW#i*-k`tU$!@^(srLpEO
zCHF#f_A`w9;CA?}tgIdE)#;gkwFLO|zrLsCG->~k;%{>KpGcAAKW(^S`N7TnxfI#x
z|EZ3nZaqbZ>~&W8<wk%Iq0cE@;(Y)U>0nT_4@F3D1bBn(l0{QIvEfn2-d$`3Ok4r|
z_|5n{PkZ{A$DWd3Vn`Mo5d%7TICAf2d;+o%bSXdhs$|_k!fDZ3bkFCl$(o4dpnfj_
z)EuMGpqvBGh8&Ou>DXim@YsV_zQO4G9^s7@yNB`97Kd$Vbiw#7ACY(Y(DCchHr)a~
zSh-AsXrs-=a}|AhA}kruT{r6Tjl7dlaHd{}R^C8W2wS!viv&>MKZ=HP;pz&*l-c|1
zo|o`uL*{@)4X9}6A&U@*;P!-z+-!ck_QSWSA53=BM^&}#EjgVI;AEwdz?LnpOmMjA
zFGw(&EYDj|MZNxrEX;;f?qOL#I5gZ&cjQP!EB4j;g5Z1K`TEJRE*pL)Qp%kk;J_?E
z`dogU$;5PiOgR(qN;CJ(v*GFiiH&duM$p#FL1Em%{XmNMgQ}&+Eef*C*#tnahsE@;
z4{ist<$Ek|tx|hdIx{oxCen&LiHzR4Gbi?8=ngr1*^&q)$vHh(`31cb7FnQ`?8~v_
zZSNri6Pg0bCeNAqMtC80EX>P8d^rb)ZTlMMnc0NGecJ6$^!l5mzC`&jJ3>T{qLttX
zn!d(rHez_}8O)99J4)Z>sA{skNZrr&yX$p%J{pSp5>~dgsxf^_FQROzDoW!KV@ZJO
ztXOD<bk2OAqRRpseVB{PUtAy?Lgp_lPOu}sCHl1jL4>m~z`b6i?L^kveY*%mepfJK
z@O#sK*<EZvUL|<TR5l|Us2Hpyp|8lgJ&bb^4X6V^ET4BMOmC^=5{CGvC$%}>Z2v5(
zJ(hK+t1~Xg(jkFe!yKfH=4wrI02#s{8d;n)`<Wo%qXf@Tr+0;qS8m~(AdOe(oq#n}
z&Uu&w(-bqWkzf>T{LXmgn|weN>%LneTLNgfPg6FL3JSQTU;VQ<6=25NmHc#lTmU?V
zVPQnw51lH^VVX`#R*_ZL033Z;uoer)i7QX!?#1qfDY^2750@$*t(C@Evn;n=Te@=;
zu6dF2E5k3!>8;PYMnwZmfmHP~J8zA;1-Bj@uCQpV^?!DJFUw!M^WXT#@b?`{jC2fd
zSw+S_>%JbA?R*O@-#sT_H%O#M^Tibl=vkB{l$85PaVlW@2vK4Zqco~N-a;GhWjKF%
zdeR#@W9OO<K)|I({6cO|SW7xYLd*l@GBWq21sjGKrhZiFdIa!-Z57a?)`e}R)|NXj
zjad6VrKt95)~N=JCvy%)mhBqPaS}$sVSpug{o#m987AYT#Ef%;?Ymnm7uK#!SAw#D
zX<#WANJ^KWWv0eGIhk_8Z;Bt9-i5#uBv24*m=ETWWwXt&g)Z0LTq;-8!EW7o-$$o@
z7e#1?Few6sWXcu4N8LFwxo?P=cC;cZ@ceKmtw$W($H;@Cve6BqOlptnY2BMph{}j^
z=T1Ez9@vqR8qDab$)#KAp`OiZ^c>&VZUsJv40ij)vtP$}RHgSK>aEZo7nzIo6L7Qs
zV50sGXx9H;zxcl-bAC57|9-6W>&5(^hJ%HP^&bp}f@D<M+vb-&<vXQl)IOHAIdRE4
zMcRn!!g_G<^Z?Y&>90!nw>XSJ9!!?CYKq)Gx?E$IyCcBD^#L)rj81iSD(q#v_}@g6
zAyNbB5sI@kh`Y(EQ#>DFuGW+W^*61mLP8f}kH){FQVfK&7-IO*5Ds~FD!{kOQMtHj
zt}c1Dq>i8oz~fHPiG!$GiVEwaA|L>-#FvSGUvR(K>W_1*%=~!bt?AjQe4*&E2YvoQ
z{4(Blh}0myDjq~k>TTEWXAxps$77F9#%~xSsyz7Yg<{w-KJo}Xu#FdQ4||(c;j!R0
zO7m%&=cfr;DkHZOaKg*>;vD-4v#4TNBsWVN2&QejTepA@r;dYrTK>h8jni$X8vGHQ
zF3r_XzV=@QF-6$z9#tF%`<p%ax+j7^tPojLD!6*Vm$gxwW$lJ)F(QENt6Z4g&reFU
zX%TwU6_c4j)Vt)rjOfDirAZME+2U5GEt+Jw#D(#C#<(f1Hp8;iTUtI^Dcsu-m=Qc8
zsLj_nW182^c)8OwZrLFod$84y=V4jhTGAdpglq^8Owd>fSRZ1p^)0}<_I}6dUj)~u
z0=JNnMzsJ_Qu@r)cID?t_yB7FfOHbi??BGEKv9^=qHM*oLrQn3!zZAi?3Cctw?8t_
zTYnr;0t%%>ar^<!ZvSld@M^dFjDwtjo{d~G9S8ks2iQh5{=7wa&@>YQ<eO{L7Y?B&
z#`P&vVt;PZ1!!)j7p{Ph&iT@ixd4DC3TiG2qxN>%TEs!#azIn+j?u!fYn(DRMB8Ev
z9+dYcw44H*4Htz~Q=TV-*x_13*P^e(EOf`Eh#}>rcFWEI55;vQ&qE$sjqU0qUVxui
zdp3V2w;#%?KZ!Q}v)GU7$7UUVf_EYLFq*RcN{)O8>L?W3zFU1_&Cd@{AB8&sMmKW3
z%q2QnQO1M1QPVj)5RG|+G!YL+t6>ZR3(|gR)^R>U=%4I}sAXSr4^L^T)oj0Vj3~D%
zKF8W(Tvy}pZsi4e%UN*$H1=ct!9xClkl%#=--z*kubli*OJVt~4E-M<<Of6ele_-6
zULEFt+HzuP{gw}Y$<*fG9x}+v=|Pi~qdV?u&Zp&5X0oAwcfvy#Yf%~_q)aOok@M;)
zg0mwUDN9QpL=Ykx!?kKZ#_g=cr$mfTJL=~j)7h`{^o|k`A#6$|AV4IYp+YnxZfBtd
zT==b5QdM-BXq%u|dE4gTFgYPC)V-S?Q&Oqo1v)Q%-8%sGOuJI*<fWM{P1{Z?IZuE>
z3RMDeiY_`J7=V@VQ@F>um2vi!!@|zlk=@Ph<~4Z~Z-BEGWNL^BBIs}q0^nQs(4BxR
z3CgBxAU<qGhIV!G7avmoNp%KcMY7N_vLph`7o!r7U1);VBaEn4oKeR_l$pVi6MV~V
zGd$aln528sN+YftHLgj_Ws|wn!Rh#wg6eUA$T1L@j5#Xn$>#a`z~X)6d;O5}+Y1{C
zpbG_3>_G1ky^WMnf;kkakBX;s%@%l?6YFIvo1>$4bSf2fI~TJw?5L?H!wuG^7xeH9
zW2D4l*6LW!I=!vUCp7@rQ@OV3+afXWccJmn3_diQg3EGMaaY7lve+;i?E&ge280u*
z5%mZs6*!Ys3>BOJ?QSfswKVN7PxYdXs;BK;$|Xl0;$>GXH+)Hpdy7p1eMa7#U*?9w
zNa?R|@AQfFm^NeSdVBz@=XFwYOaKXN7WKpXUWh7H(<+8-Du#O3V*nMmcM=Yi%o}+5
z5#ZRvh1tvKPYd7MP}%GfB8~f?`$xvh<Rb^&Y=^ye)w+Lke5^#~LUziay?l7AizM7<
zXX~HN16()lm`vlBP&A4fp(VlEiqfah2kdQ|nX`7;<qv0g7tH9eD?#4Yu-?#4iK%Qb
zwx%ZPol_~T$>>n#D7*4*X8C1%yU_is3=1HNAAwcM`n5B+yyK0(<tNJB#YB&fOVxJL
z>16A3A;s`cM3_QALKh5p2JQ{g+S`s1X~);8iGj9^Q@YTV&i?WCO9kz0(9XyD@L+EF
zpP;lUr<xBBz=Bnl5tOQSq9koeW9^DYad*f0=6WekMj;{S?uF{g>K<M1bEce3aN547
z7GJ#`3+4(8u;8CQUx`S5QW#`oicxu$k}^257v4+diy$|qX*O!TGPZi(`OJWS8};%s
z0JRJ^ixveY#B+B}zLTLYFj?Pz_kax)_~eoH5Zv+^hY}nwYiXAoR+nC(xD)n<Tv|N|
zxS#AYd}m@On`wUAYT4Y@UyegAV|1#K$4jf><VKH&Hq1!qy1?|3V=ApF!Z1@0`;wJo
zW`(xzi#_D$7(0a_5%vAhi`$+B-cyXM)t_<quM;l+%-#Q>kZt?7LUuzKfxrU%FNN%m
zAcx1R#{mNjj%3o-r1I%INprCJypzC7f-y3&QN4=IA)4lECNoSm1~8ZX)FyDu1MAZI
z5mvd|!i=uy4|Xfpz}j;%Lzp!lbX;8Rmjs{ec>%!yXvTh8$Y%W^neYdEe@p8AZ{YiT
zME7quO0xct8u)YgvatOld=+G^-{Lo~vC8u$J_;HZ^!}qf!$qwEM_2XRb)PsDV8IBn
zCGQSKmb{VVX0y~1GW5@99&4VrIP@G@=$;xqXq3JQU){hH(Md3RgucO#kdrbAs%1SN
z9$E8S*Xw<Y_NE(*=E;(n8j({_!ha=$Lc1EayX1|Q+kR=1a9Le#b$IY<X<n5H6Ag=F
z$~9>b0X4D>BLi+^UsT$6w~1YR*9w~(V8p*LE13Im-gk2;k@5<8dkt0_v*n13^ob(W
z7JH9O4?}C}+s4B-pN58e8v!UGy;k25eJp%>6|xY>6qCL0+M+P}LI|$7c<efTp3pd~
zQykc>Q&)l~rZIiFJ*S;HS0EEyK+SnctZ=>AHrP#Jbd`_!fb+FO1H0W;M%@<|K>ZJh
z!;^JgIg1C&hW1aJd--ia#U?b#Z-bBSp-R?a44`=ZvYv_cAzqSwZI`~1q<zuhFQt~k
z3;|ztxE2MmohR3^rV`>TZp`n&SZceBF<U#_9q82Zf4noYK!)#tT|CH9HSpPCClt1|
z7^n#;nB^nFcHitYIkiB$kJUNLD(qarzsgkrH>OeFc~k=t5X%;~-FbS*uI<eoo1m?;
z2CuQL)yfS4xg{@HECc8+tM;%H<)Zv@>Xw~hH7eRvQm{@(ShEPbX=zYJ$FF@=D!jKR
z8oA%<n3Fg29e?kjxbcGV>+`uNFJ`r~Q!x!2v(sb+>LbHPeZ|`oiE|EWH(MSbcV_Tw
zz-uLe9FDD)=IF^da+@!xSx?1-?xwA^m<zWxxEbh&{2xfZ0)I@{_goCjiEsRjKQ!v)
zhzgM2!B3)0W5K$5Yzz0Sku#mcbe+4j(o1#fVD9K1JF~r|{vrkKJQL%bf#q}IQf3w!
zD2&O7cAvNDkOyLi&|1{np~-8Z+yMY~44C{g-28P?>7Q{!|L?Z~@&$eyFPcZJVnpp8
z$DrSa%B0n6NLexTgob$s9C;Bo!2R+L-%ZJ)hkfd;U;ce-SSV{kxo%1HQ>Z<B^?l90
zPqEu9X8C)l0~!fg^|Z|cpc9k#{_6b>CeKiG04$RPu|HeP4}Sgch++H1H~x2eW&Sn3
z`~8!D8!^9L%>Qi>>Hi5a64py}@7nj2;n~^w-UbTvMRp}-w@`~#3D*116@{|SjT*EF
z$zF9tG2rCg0M!ar!TJgXZEod~d1BXp-Ixl9%Ht!Kc@c&NM-fXT17=A4*bk8&SUQl@
z;rEhe@Qtqn-Sn%au7z4=SQz4d5^;8xui-syw0IV6fnQ(8P@&UWCFx~gJU){=N9>no
zzW|I1e#`)@E;Hbxby8=^G?W^d0kX!ju$$&G<2B{apG%%7mM=k9Ba-v!(Qp$s!!OYV
zkg60&1CG-9!Y4=32mw1)2d8M{AW$)2vUTJ{kngf7sGV{Z&h<&R)+4VhY6gZZE8VmG
zOY6z{Wfs-tio6$B=N~3_9!V?37h6Zta7;%=-5f&5ki#%C<P5dDTDD9#Pd&1G^oxY)
zkn+(P*=|N{=i`*95-&O@P;V9!8B;)Du&@W%yps#46rltLQesnc&fs#d=G4r+l@)oT
z`cSbUlPeChvQ4AxIMP9<up=dsEOjmxW;<JC$EV<7+rPkGfPzJspDbKnL<P~Ww3u0I
z+B<KoLU~8IFE%e5?o{e34&Q|tSykuMS+9j!>w9%{U+Ydwx@<OcrDu55(B}Bj8EM?L
zl5g2QAX4zbn4)_FMX!D^z~^7xf>N4G-a4Y9=bu5v^62Eckgih}h5vuFePwi9*|oG-
zvY43}EM{hAW{a8GAZBJ}W@c7PwwRgOVrGj!O=j}qB!2Uf^(Fe(y1jb!y{mVfQ@d){
z0nNUQkd}MzoyxHQYZna-t^Gw9yEz5wcx|!OEBV{|{l(+URF<JhJSY%sKxmEA_i}i(
zIkM&(>A4!TIb`0|<MKN3&I69YaX%SdJb7JJVQv29)`Nozit2R0VugztFHs|8Qf}qI
zf#IhyIr)>6%Wca`NH^|&^k38y$4?sXFBZgq1P3ODKQq;lj`03AumQgDmw}D@-v%~}
zMJFnTyonnrRR)A32_PGb#?Mj$@wwj82lhyk&ZEA7@J1*1?`*N!e-~FlOOsEmERZy}
z&PUy^vC@3Y9Kcz|ko3&_Vl*MTt0Jd)@Y&@z<r-nNe~VqW9m@%Z0Vx0Em&!HAPt5jj
zDDgW}`|oT-{#{oP$4@-<7tj3<7Rd4UqqU=I(!Vv5-cUm03kVga^$3aLtnh51rQK@b
zi9u5-p#v1H4{aY#h1%n~)wTf&rP5Mim9RCYDbKq5l|4^95kg1$N572XjN<3A*pCAU
zRFTg>lfi~U!YWSnDed=T`&lQ+U{HzP5XEB?3eKFSXnjzL9Bg8|gF9IQQZe_UeVdy%
zmoxKb!y#?is7Qex=t}h~*_e>{!Ypr%iF%zp8Y@*aM|G~PK38+&3sujPdutPJKDY`}
z)t-e?<Eu)#<EY{JqK$O4@HPc-luga=NN}@v)qA1?M9eZ!tonLbh<-+^;2}sC=Obwi
ziT)c5`a{Ud=-vh;#FrjNY*jcZs1E^x`#tV0b;}Z)(jX6#MATO^$f#DnY;Iyx);2*J
zxTrxY4W}d#>;1rKSeWx4Hr`pN@L#Fst-U+#zh*||q&Dxm5v-}Yd<er0=(BGb^?|8l
zE-S|-VW?3T`fdRXyjL(;@`*ewpRET!k8452RICCd0!|)V^Xijy%)A-JHd$3%E|6z8
zcin9ZP!SxdQ9)dT>`*vPgeeTPreXnkhhKd9sB{0kri?IaC%=k86tii?CyKSb*3O57
zJM&m5cnBeEIzr<~Raec@%b{WG@ICQH+Y>?sGCEG<@+F|rMr`oMMxxJ{MZ4FysYYF+
z2xFRIrAOfgWRl(NwLk2T&)cbiO9$N83pbJz4)wEt#NKGt%@55oD0r@blXMszz&<i6
z(k+w3T~9m;gINcr2mz($N@90z7u-Uit<AbjWht44i#U8qXrzLT40;R2o#uCPZ08NE
z5)&#AUgoy(cPvt$4sC}Jn!c@N^dJ55A?Q6fY*1&ay^1Usv_;ohC9#J(b0NJxfe>F}
zaj~K|30HDA2H>>Un|C+o>s01k-2QZB`F-?d93q#l^G<OWnwqjS-?PJ$-&n_f=`p<z
z<OGIG1N{!&PQ#a1NnZZz)v~-IBPR$WYpIW<FbLB%Vv4<yB>bmEkA8S%lcZs+;UCv{
z))tUf7D}U{Y*mwaMPEdd@CmFw+z`-1JqBl5r|pW3=(3NC2F7KWf9#NRwH*~DJ3@0q
zAdN0E+OR-ua1ct{p0wp^=+cnu1pX$H{_-pI`}1DRKce5i;o9-d^)paxdD8)Oaf1z*
z4J9B6)_-^H7-jo7e4{#hvqjpzt0$_Vr^E095%(17*t+b#JTgZ-q@e<DwX-~eH!n7t
zk9EHL-L(_+7uSv*(FMWt@p%&6hl-9j*G_@!FAWDAKe5ZdVc+lg^xwh0f7i9c@e@t_
zGwfshxrsiiy8fneB6_atZT71uu)C&ne8S6vB4wFW-2(n-uU#}MkseD>R%-Fey_X(0
zrDOr{XH$(pc^rE=J$)SG(?rQ?Z#$P4gCOy{fE@Wj8q5*l7i~XCwT)E5B1zBpynAg;
zVnXB)6&;kX6*pb7$XP{6eu~t;@65vdNFc%4-SrI=A*-%mjeZX!j%v^U9d>YV+$SkR
z><8a-#0@DXy%_qn1j`w7-17k|YLmnIa_Cv(f)erdT>^aW7s(9@Wy0Y6kn5BH^dB>K
zWLPkgn&As;B!O|d6v`TAe6mmZPR8M4IfO=HEl`seTsHMS#l8S-19zWuCic4Wv-93~
zxJnhRid&BPcw1{4=H`o!$yvIx2aKg%Ar3tHJ1pKpJhVemn!0AD5r9)MgZ+~BSvm;-
zOtpHe=LxyW$y&g?=nVR8%l?RSfLOwsTI(Dp;}oD}-}L^;L41r+w0;@>%R5Pp?@OE3
zrASw|r>nE&bXVLsF|N~T<$VE}NCCF-JA*%5Sxoh9BU`E!N$7Z+!1W>0jnF3)NQ2F^
z6I|io!kMI>c}jfQ%|*_Qz`(|G5#tGjmjq<NtuJ?%K%T6PwgB<%pdC&n3(HZpy}f+r
zs`P<GMs4Mb*MpEj9(4zC35}*99(j){rU74Es7A9X`#M*s*G!@_HekUbV!<5PS{HT&
z`06|vrP`>qvy)Mjw09!)!=z|$CZxGK7Es8QyCd0PNh3(!1-YcHuJiL`FJ83pfJg;&
z%uWP5XKq_`&5S3CunO<wSLle#=zBYtpuI~#PVJ(%@DEwl^a|K&?3}_gY<TfNlz{CZ
zv4inL*PT_#xfoVubsY&7q{+^Ruo5~CiJcji+1Z~&A-}ENeYbObj|>3s!;};nLJ3iP
zcEV|yEY(`7{_@o0w~P??FuT_o=br`~0}2kUp>O_psQ)Pqi}2RKB56n9qk7||Jx0Y%
zODY~aipgi-S#GNW8ZPX&rswboXOhMGp-v)X1Gv7f0Tc-82X5$w2D#;@-rxf<?$L5u
z_G4LN&PI-qZ)=02VpZq(+O3VTTGO2piSExf>Zk>St9WZC>PNFJ*YGx>nE|gw+spU8
z@{BP-zcNX1{COwj{{#AZsNTF*zc4K3jS2i@Sd9E9!=f=Y75EZMgA2^ee9dFD^W&cw
z77Jc~+5G4DiRu0g`u^hl_>Y9={WCfI-8}NIH~%?)qObou^szFt{2lcD=Cyj$5AW2&
zKRc3cJ<zyLkyMM?=TSqd+#&|lN0`TLaR4mcUb*8qtR>r&N~pm?w^C$GdF-AtvC4hA
z(~!7pacRXL(MVwP(OD9aphze&u&v?CCLiN+y-ca1vh|3Oe00A$n7`;GMCRyiEnvVA
zUv>GYczZ?Ief*K0_4w$>m^$JQ^cI_^1uz6>j7SDSBGLg38?Pp<Qci-%K~3dIOS~zq
zZJR+;)r4#cbK6_e1NUSS_Q6cW?9(=XGlIkViz)XRA)Hn~I@F&S2flLVy_0U08Y_uJ
z^-qT`@Yo!Ua&B7RohDR~idkCB)!B|mezu9(ac({%WB6KR>np`G3}c@gB-9-QiVSc8
z)7hRtVygKni!O*8b1hA17~7-)e*Y~WT1d_sAi2sl*1y`fs~bwHnbs+3liIQ}$EQ}&
z&KpiUc-Ldo-h?0`bh=VVEnnCAwM1U7r~^f+K`7}N_!<9TOyUBV<T;txHUUzHd`9A+
zAJ<E|N%p1NwqM)^)$i+61C~fNoSHm+AH*=?88epIa_&%i#@c#UY3kHs8(G@Wa(_P&
zto6l~CKEmKySwW^o}3Y#vYjZw@N_obb&GqEcEPQ%muZ{J)}(KxRLov}+}-Rh()71{
zM1z#rRuK%XYzTa2P!zdh$$D7xN5rTy3caF73RL;)cdts{gzMJ#ZpU35`qtiy@dGc~
z#De@{GsF3ldj5;w)<0GBzdn0U^zKd0d#9^-@K-sHs6Xm2v-jqW4Bk#Zio2Gk`0c>2
zWen+c5Io7p+(TN)W-@lzqtTe&X76nR*FJ;Pdf<x1W>((f8=2DCB)!ev*UZwQz3A(J
zbPjjxoyotolnaAN&VO}NKk?K5DQV9CoCo<2-u9E8_d8tt>m~h{FY|x)dsx~2Za34b
zA|18##^kPO-qXpF8a_pStvOVh)JFQUbh{zsEkTqMxmZ!Z`no2W?kt&TDOzTU@bP$%
zr_;_9)7LdPJBoxU8kH3M9*+ggp|^S$`8U57YAw}LBwv^PXXcO+krSd65!ax=(j7AT
z0>v-pCmEkpcYbqgz4r2LUOC+_&EJ(xI*(!If;i=1YT3l}#X@}}1w>3*`kneB^rbLt
z$$*cg<}M}P>g%YX&%O@_OA^d%nMrMj?yBVL2;9wTmf2&VXOuG(vdT}_7cxY(2nC<V
zKkD(r^v@V85sTmOCyk&e(2(>Y4o!((b3n7icfO|19{v=K_F*kZ34)xzpo#4+wLvyQ
z`uW+lrP!YTg!O&yx<2Nv!hKhM&X{>TelpI)!2?T47BPn^t&fY#D+6d`>E@4Hm8Hm)
zCx#%SOgSEjG<>HzTckD*%*kvI+^@k0gbi2|rViC5SF(G)w>?e~k{~H*0}E-eh=43E
zwTwXw;*jN}q9Ifqy-I3cY%3j$O_ZAy0wy4k9H7Pt4JvSq$N~xX@LcD|@`a4?SfG8{
zV`8wGB4McLE>?i@qht7?Dv3x3|3~c?C)sHqzR6(4atn}H{jnwVaF3v)(@01xFu`&0
zxSS#%*bV+RZ1mPJePM|0{(jL-&&G~2t3#Tqtq(g1JvR-s&u!9h@f@ZX*<R0-ykY!(
z6B)hViIEpb83J^p!xXV`KCw|;AC&0L(ml+kJ(;pTfM4n+`TVLd{=9+kd$s?~xWvfL
z`e()^(g;E5H&481RV)gNtl^Bev9fH_+hHs)HPgfrhTEveC)|gI1A9B;I5F6+Cd7G?
zEFHe@@-!9CwUdRd6Ai!$l>{>&tJvDvIX2|J3+kLp=u$WeEr#S9hdPU^<&TV;Bt>)0
zn-x|v9AsAP+;~Gx#tGtexxgBME?l%aw+Fy|u{x08?D&A#9aZf*bUw~bSRUs!Zr`nX
z-Tq7qpy3as5VYc^b$P|m2LhAi@&DD+_=(8<4JLkHum2OI=bvDL{dWlZH(=r?TJ{Tc
z{-fc;&hdBF&Q;alm8Umr=Ot5gs1c6eAijEqGKGy&U3-Iveu%{c)EJ<CxGQTkg><6a
z2Gu6vHX1W)eD91etBYhGAL;ra99GOy%(5@5Pe=iiIo%)0(AQwdP(?C6LzjQ?+LWXa
z$<YfbOu;28u<#&9*THv1FBVXkY4X4x%>>2|40&2OoutM;GS-(APBi2&U=(PIC1o$d
zVHo2>GhyxX79u07_`|JkoIb-DdF-N~1l)(hS0Rj;G#SwcMDE<53E%)u2w~8l#3DG;
z93$Blr-Unx3y#W+e?o@nZ?In=n&Y1MF{&ZM$<BzP)JL=eK<PCaW=hn}ktC}4b&obg
zqJ)J*l`fJ|Nn?z<!I!neIjv08lo2N#7|!7vg||5C=T-9+`8`ZmUz=Fipxs8fyglts
zEesq1ovLTRce1@tyYD|AK+ZV5<Ncv%En%I%W0>~n-7n59DV_CB{)`z1+mzez)3E7>
zRx6*J0V^A$PF`k4>+~TRHJ2`~#w2ca(K^R>0>mpc(+RjoIvBNmo&e4}x~Zwza4JZg
zF;RzbN|Z`26%xef_BOwn1l<l5*&3iDw`S_(_bLa$9wR3S4aH2FGqxRbC5bfenl9PE
z(yEMo%Wsv9zX$ZiOyU`ZM~s!r#4jp=Xw@VYR@<TTEww7mMmZ&~#YU?)1cun^86BOo
z^mx2%xXHYu*V8~pmfyRY5v?>{MQ!yI3RC?&R^c8Lnc^WW4PVrO?RZf0?T{*WgyRx%
z3MWA<P|S~nL$IyuHaN2v*TA)t9~-0folMZBnBLT<rSQmgKFU6?cO6$QR4dLIduW^l
zBlF2;9|*QzrJkOGF%=l*OXSM<kv>WZ7oBf_a&?Qy$en1EPWP^`I(~f6wooBsVd+GR
z=#;Y)btgLdlu+eTnI2nqTs?x5|Fxg5I00rhzIDmlj2}GD@f)??(H{0!Ro7;h&_);X
z=ea?*jyzU80pSv&G`AogNb+yKA!Cfnbe3ADpA`X6y~N1l_4yH^rKxU_=Y@$s>|@#;
zpE$T5;WRi~>3&u9f8I#=|Jd>5y!%_)5K$vE^>?EFs-Mz^G`kuC^klHEMGSE&Dc;hC
zIz?8uEDe538%mLr@?jIU;{_S@IL0UC{b2LkM5}hpZ)robs7wU=dhmDdf20lNt&kl3
z>ZX1oW`BdS--*V52g?3k2NUN{H0ytdG8T@%9~e=QwObNE?6{&4Yne$rG~s`aG0IhF
z2oe*Gbd>mFe-5H1Bh$f#^xA2377OO*A6q=+lVP&kk;0BpkBTm^xf~2n{B?lgr56?)
z$q^X_oM+4b0?`ugYO)G+sz|g4wOQB!{01bj<bY8P(~o;=A@-JO`ZXus?^(okV|f0c
z<WQ6gTb=`wJS3VZ$QhndQ3XVulHHdji2KY;JMks!y1zt{V2U$y!;6SmQbe;zNI}Q~
zOmHL^wPyBWH59WRPhJByJl3C_H;xgR`W-Nd4z+Z9`|YRW)dwHMso|wUEfZPBtCXaK
zojKD{;TpD8)sLSWY`NOYMw~UVYxy5&)4;}kIgs{`xz*p%Ui8&-PxcHqP+4YZXWV%L
zNaX363BDE<FFllrt~Nz<ls`<(0n=J7+h{fDIl@qdL3*j9eo$`VRHeWmgOEWaL!s$a
zp;>(&)*k@Qi#9rSYn}K|9EYP9VE(C$e_gi0N!e}YLZo(HB66Ogo1E9&ludr`sGRNL
z;R2d{Noy#ZbI9q(y2_-^cwM7&Cq~~X|F~3M%@F+U*#}grHZvg(m=9*3F>cWyWT25Z
zzaVF;b!Q-$K`M<y#E}Lh<z>|;bxSVnK8;?wYBa-~8(gQh&Wd}*Dqm3JJ%iSzY0v%Y
z2mR-q_usG5H`D1~GQs*BEHD)k6RX8!|7Ld~5dKRh7?U$Y<PU1?l8dZ4*eB8k1i7FQ
z#aJCf+Y1wn=NlHvMX^4h<x18&0b!g+NQ*ml?jWL&@2y9nXI8}~5t^QuYxrIF(Y-Co
zZ_(EICM3tdxG6@4pV-#_lqn;_f6lD@&s&av*X;89xA{M*2^-7bOVMwm=YNPyoIdq3
zPd$Lrpwh!a%US8^l}6r)Z$!oKB}4MeUp@L4NO6SPqzJS~txb8(?06KE5T({4%<asY
znOD3BgOGDL@`=fLHUZ7V5#(i)MKA>z%Rar|=ozCVm81Er*zyaMwvt#}q|DM6UxVXO
z?#RbBL(+NO9!&XCWjHBhe4|6-?nCntl_fuhZ;~5#lHPUqx6|Ez%K2J#g)si<u}p(P
z`8Wuy)}IL{BwN5jh&aL5WI<uA4fC@ag>oXY7*U>P*#Ks-Mr<%}QjKzYU<nkPEap2R
z-wcbPR{M2T3+Fg>Zt1~nmdLgNtGf%@@Q>K$;;3nfjz?1$BYhUT(&GaitCi*_C4(>=
z2+yfPZ;^T&P+)rq(mCy0W8$539&>a#q65CYo;YIf2V`3=z$u^C(5okJh(#uEB8)m$
zaq{CxJk&8%TaGAg(CM@4`(K^zt1Iw%h2W{bjcBFGkbNmFN6s!0YOBZ$n3T+D+kiIw
z6hD>VInhuNe&7;dS0vluwa-<0I21ALM&YV)B<5DUpHrMG<Bg2#guKt;WSi77IJ&Kd
z08YsqtpQ3vNX)B0<4K+o+=U8S2nG*H#?=BNal#QlHO8^2=rLsBbF$Nu3?hma!U5jR
zTW_R&=rG=#|GmDxZ=Ay%m({K+GI&Lt1K?LvIgXcGlhzI2R_es4T4*T444RtXWw(M)
znAGHQY>(xY6Tf^nyOex#V(bWjga-i%BouxHU>z}(u{SQl3-bal=trV_Gn(cXMnO$4
zk}^yd>A5#Uhes#lrMA7C+ZwvGY1lVS><}wb*BIfM4}umgKF+Gj56L!7*SDpcsh_&N
zrR0MfKL5)2!N~BFru&Ok=ii5s|A`hP`fagqG=7T~oCW^-#Xg(?(7N^JR)*<HX4+5r
z=IWl&4j%c|-sqj}c@t}p{-?d6^{@~@%B%bLi+$H5KOX-5_oxQ1xAsQ<=`V$9Muwkg
z+)ps_d#V3-mis@tnE$e&g^}SWa`lTR|JMOgrhgiG_`PX4G8r>4v+lq_tOz!RUtCM^
zji~ulDQ1q$;g#Rj8huH({upu#F^cyBr|XUhJ^&~C+*XjDI4q|32d^n5)aWD>c>Cr+
zbKqpR>%|59ewU~*^iX!Q?*#;%^3kKhk^oltV0PWegC4_9bQU?m533f>{gX7?8XX6C
zncV19;U;juP^k^-DVywN0EOd@xcaQG)mD_j9s-J5RvQ9B#^d|BVb$Ysh~>cAZ;}f6
z^*&1y-&;q^*UXSHOp<5@y%nu3xJj^tD@bQxTV}A#pBXsP{B@#)scUr@ueb{tC6+a8
z*6`fp>A*PQJ7npgBwf2tiqcP{(>qn$i9A2sJa@Mm4J@wa97`1mWE{=OWXFn%^rVD8
zN<xpj@b(oxsL_fe@o%AcC<UZFAKsoK;8O*RR41`o^sRC+EwV_WW^M=1UCHlO;c}{f
zj3SwjTh0uWVV6!c-qzdsmZXe?dc&|a+#?&uO-f`ikDxKDMC~{`j;&i`G9A>3iQ1<O
zvK$)2Fy6;O6L>mJE8`(Du08PZ>|nn+RUqEiw7LZun=c&v%f;=_$?8AW+W+MW`Adu^
z_{5tlq;J9>7D-yWHaD8~@XZzS*Nt`6-m9!D5cpO2_(KKl%T!Ev_*>rk<8PDL($}<|
z=!um@k^`<&*x{<YX~5=(Mz4f}^H;N+upyjH#57KN!e!zk?M5Fzty~Tg?7h5Y#T2;x
zQW<4r_=zw4RBXTNm;aq&`(qXVH;V12?f?H?Y^;B84C(zJg<ym+Civ)#6gQ?ZIDtcf
z*g=CMKjJaRW-GQi`}r<>+qjK3Ov)|b?MS-g-|DR|ry2tKjN;nbn1czoYa1FohjY*$
zB-62{IdBeOd3nG-;f3=~nZX@ZeWG&H-QopT%8bFi_Pw{9+U~0_RnU3iCScpylj^ZD
zS;j0KG)_cfG)F^F3^f6OHYJ-=yg~P1uA`Yy8Qz7~lqB~BZT<lEOjznNo@rd<ZF>zZ
z8JL;3%A17X^G$Q{Alw8%IcTv)!YI^rVc^Y`tOjtFs}_kM3*}Ir98Wfji9jJT|IW5-
zx*E{DyzsU1k}(Y3!8c7tB3{*`)SwIQQxlfsjkyB9_OUgB&I8G5P^(@^ZiI_C;gEo9
z5pDu;i=j^e4F>mBOH~b{OUTFDTg?*;+F5UtX_YTVm?WsL4PYIysk-$n6fL{J!8eYP
z0>n;O_Ihj`2*g@TebY}!S1e2wFl-@{_(&0R!D|7KU8DHzgpQvtS%qT7g{l;D#mEX-
z&GK#9bnVg{_slLs{0k~%F?v+3tS)Oac{+AA!UkrTw?q^iMtS>PEy+62>0E%;;#a>C
z_ClPxd?JXt(-667bowfUarxmXEm{Xx2P*Ibe8OBI<B97hlQuaPKBgP&9cfnh=T=^4
z+vC19W)F#5lf97|S|Vyc0qaFiv%Y$p5rWj)q-|Nod+=8ZFNa@N^`G;$f2`_1cRRcv
z;eI<r0nvN2Yy_^)2MRs#EfaFUHH|hnhuLrd6@Oi^>G5jRuiOXX0Y9iV0XwSR^e^K+
za+xF)oua&3!(+8aB`CG@Z;~II-4S|mo)^x+<NX$H;J5T6I`xN?K&`pt`!IvI>@<qk
z^tQKopTZ-O>tEi~Pwe7vHO=^+bA<jO@%>F9_=|`9-$_qn{L8obKlkCRoPQ?~jH=51
zCK3EbnA4F%Fqdntx-FViOO~XyQA;3Og9MNzi2MVq4@;L`KX?U@Q6Yyl>V5|F;YaOt
zurtF4g6n@=|C*5!oDzH=w9vir85Nuk@=#f%7*Z8l^K6(vPCX52Qy)T(Qw3(<R#xuQ
zC*WivsCs29vrGDDr3rpLNOvu{G0k<6j?H8xLfDp(JVX;j!bmIyx{U`!GKPj+6H9Ko
zoAQr(^ut4)VSJe|55xmsYbap|0{F<0qr;H;_&8K%Bmu1X2-qTfOPk4H0u0a&#XRo>
z@y#|6MN%Bx9|sG4ZdA`5QdIkCTBO_@540M#s9r{fBV;{}K46t`RfKoUT#dNq=Qz~j
zO}(!dD26*lt{ekq60MZ@Iy|suiri+8ABn}uCoLKqLQ$#M-}t!5wN9IscVfkfQ98Z5
z|Go+`&@$E>smmZTLJ46><$GFt@O+Pem@bv^83Q>^59`|@vy_5M3K<L{o`|8>M&Fh4
zB=}RJ>gS&2fC4uy6o9q3iM{Q+a8;eq3nTa4kJP6@&F~6lGLJ&)n}h2n09CQpD*V>d
zN7-3JFvcAWs`TOjx{ZRB7FYJ2xvs%DbwlIi>pG?}v8-uJb=##FRSG;HwkLeZP_7r6
za)d>9kEP|(_AdWM!xLPymHcDdbN5rc+4|eG=4Mkger47&uQt69cC825%d=(T(*f5M
z<RUHcVa1W5tk>5#k(iI#Rk~kA)2oh@c(%(>RjDc1VOoNAO(tm%QG#V@Xi(s_MV~o1
z?z?%|yTU$q0q;JEr2ndN7=M!1ezDU06CC{Odg1@xJ;VGhtNTCFJu3|PrC!L$_!CX|
z2@ihnas4OO_<zQOKmPNtuknmOZTf%l<p0=EvoikUhWf7!wDfS)s=H}|^jNkWf~5KZ
zC4_oNit<q@@73NA8rAzVygD&pj1c0PxmdU3i_Vlg*Y#8(VAM4@b9$z5*lo8F1w<l>
z8U+A}9411y<p5-s7wB`7M6$1~f{qVuc2+9BZ~&vTFfR9mpy>m9vZKA*ckIqiIe8C{
zIC$T8djL`-rti_ah$y0D_5sc$5_=3+rxjEqT-uTD-NJU6vx{Q$d3Fc=$`$m)_%ai?
zNRq@uT3WuyQY7ajg8BCCd>rr{rQQC$07^;oT5u*YA+l~Wf9W0XrX8(3OrrL_nXpDF
zh8Sytd@w<2CH9WmovY?Swx*?2Gv2HP#~p?aF&1*hLM~KJW4B1PtehbUd-n~I4O<=Z
zyTXByrGwE+t>s(A&$H8Cr{0)F<fDkTm-J$)nzPOwvvzAx*^X1-5K4GF)Y>E-zGkCA
zRYLwbm$f#YaWxt`SJt{M-H1C+(c1CeSUE)u;8PiNk~|_=oZMhT$}7n(-u7m0Wtjsa
zi>&YnHAMj}$TMgYyu85#K0sAXbqONt{PUORol`!E^>tjOZ=(xwQ=FSShs8l-OcbZw
zFldRgP!U@&6)AKheVo&x2fSP3y(UBL+<7GUpB@a1EIoFZRMjHf@xP1>ahIQ~70gx+
zt+*EuySr=6eQ)044|hA*z~D&x$o|VJ{&RBnPgVRcpNurqL-iKm5~m%q;_5&cI2ufZ
z=l)by``gJ#e+0OEu;iIe6ht6x+;G33_&qZT_boH2JlY~3)qJ{PjyKxI=#}{3<@d}a
z1kFD(lL+2UMzZVt=yFOA04hQzx%lNx{lq_hD&pTa)Bl|!{&!`6M#i7W#Q$EzYz%)_
z#ItJBza5VB=HNd59zQlyORD|phYDA{v%a}BHoVNfV2z2m9}149+>*hMvw;R7tso*=
zpLqQ8*~<DQ`NvpBQtwS!7<Nj=c+7`c35Jilp%3_=OL@T)bd<mjM_&V{>J&vV7km^U
zsC^2}f6!Fe5*$yQ%}XJWe)aN+7ka+2^s{npwz>H@<0wxBzC|*Ari9r$ArAW}km9rK
zrwFz^77!bfesvAFFmFO}7=_6}s1&zrN?8NbY8ktu@%pH?+4*h1xrh(gcM=FeA|Mb}
zVZCVM2kIw3!HA-aGHaywpDwg0TM#EphD=Ye$K|E@0&nci4t&08FhPRD6`Y)_eK9yr
zhTRYEs#vL3MS&9JGul8zVDxf9LF@JD9PPaVc!7MDDvM^BAQ&{42heWZipbS&Bup{M
z;P8R&@rkIBJbC{3fwR@OlglunR7B6p0+X3&I6lcqXM#QW$<e;QkO}?f{fLz6LW>Q7
z=xA@D^O0uej>%BN$S!M@2r&$8{3=IFMM>t8)7Xe*p|M6oL1@=j9Z!Rm=E{OQ-H1wo
zJO1J}pHbj=<ro}M1PivC>p%*L5%FT(bnlZ}K(+5JWCCC=03gjfI>UUk&=1P4zn+E}
zhV^QQyjKl>!(ETGd9=DD^g&KZGueO1DPLa3MpnvX_-K1)eMHBJRypO>t8UrL>ZqQo
zZ&lab=BrzMe^95dhq8#^rKEj>k4L|mB6^a}LD&znYrm4YPaCbnJIEnSO$k<+l&Gf6
z>Sj6IJ2}$sNgU2~vMM0<n1_=e^3p1~22i|a<;5xpHuJ_LepyL>PAC5n9vImFY`%ku
zrAdWBp}J<$ZESpy9-2-<MoyK1jTtNy{Gd%Oz8Nx!G|^im96)S)|A|bX!B$KRx^EW(
zkqAW?To^_fad}LRpRgvMw1E<#xEu35jzWAEZn_q71;NHvAwjH`BC?ekB%(ghZYTlg
zFYn~f*~=e`CNmQQ0|))@FBl1#I2r$Xa3&KWGXpd0UxQrU7T}*9cJ+5I8VT!jyztXx
zRJyGP(Wh^JfwFFHMJy6U&Tei}Z~3-vL4+5}o?}jtnO7dK9`y9Rj8@^S^E!80(MVL3
z)6l64Sirr<))^L92bj%3OtrPHjjrLa^-==N7*@jKKqz>ipfDg<Db*ws6N^1#YH#y$
z1K|2@Y>)#u+<r=eNU*T!P{u$G*|ZZ#-&ue$KLHv0j0IBT-wKEU6>RbgbdL?D%neMu
z`wp>`s<{ACB0$ySdW#>4Zn`_xWyLT(^-_7wtsM+cXku<{vbSq&0?bg)3M?@>I0gLu
zctt=A2B;u|764^#Yi<Kw%?w@)#0pe8lq)p^<UsaG72JfHOToYd<I5NB{?}>Z^7342
zIZ#BTcx5DTpjmUEt<oXtu2)syCEx3`Nucj40x#=4*?{$f+FWX1>Qw05@awL5AbqfA
z5WI}{p3^T;Y>v@P00N6_6=iYmG%qNi_}#IwTb=7`TU%RaQ#!dZXV*wm=i9m0ePzZb
zdywWuPAy;oemtK!fEV_*p%sW_Q61;`n|;s@TA;57)BFhRDTCDXj=l)4I3b%fdi9>a
zM<BxfMR)o^Zxe`u@Vv`>1TN!cFhNlv8h8OyYk>>Y2F@lz@a^G^(a8b%d0A(737~{}
zy#oXB*Tu#2avFG9-uXe0>Lra)3tA!5zck!GapL7RGBMXXcvZFbbXOa3Vx93mJw4+^
z6$y%=p&H^v?d<x?_<QTunnCCx$<Pq$vWX#Yi19?VIrteoZ7wsnJ+EA^c@)$b;0R)F
zNbiu4cK{%4B}Hu%18y9gXiEzJ^%ImDpqs(Pu}Qy|*Ay!nZEkk$s@Hj2O9Lyzhqfzn
zy4&m0Ms#>O0m+!xFo+bymxU4UF(3$_31A>+cDABd*}L)jCpP96Hov8fZ4)~)1P0c6
zSC9vdWDr4q#P)PpT^}Gbag6M!`Sr+GF{tokAQTuQvx#g!c$gmkSuz{h6QJ~0CcpTn
z<r^;&f%|d60+0+P6mD%R1n+kfs6HRY#;{lr<6mDn&0fEf?Hbz9nwf*<KdmRe*rn%0
z1T^$}iN47DbDcM-NpW(E;|L$UUTAWJXf}h&qP|a$7=1n1>Kch13(TIxsAsK%@V)&`
z5O;VsZ48I4JyF!Zb(aJqFg(!r!p}D$f~~y>l93K%o&MVFolW-?^+Dmts|<W%c*sh!
zgv#r|OKdlbK~dX?8wEz283=_22QV=?IRWYe%mOJ>UJgVrHX)G)wEBvL3dEaHk-<y}
zu79?549d{pB=Vyp#kw5mbN70o7ZDp!#{|JQ_-u?9KMtU4VlPAr?+@4f!5P2;^tX_V
zAp5<qgycXS-w3|JW+y%Q2^>#(AqMO2B7oEkzX%e#w(vuJqkARz25hMQ<LzSTZx;{V
zF4DXTz6bi8zz>x#dh_<O?Dg%v5pVCUyeIhfE|lf%gIM7*!fD@!)8a<xTEAQ$HLc#u
zV-{ym5`ZCFfTem+SP4^Hy=q{kXn3aKy)t=!$Kk}r_TyVA9P>)id>wzPs=Li94S!|Q
z2F`e;$&9<_zkQVisu=#kAB;vixiE&!()HR{UH#O!u<)cwO9EPaL+&MrNOmp{KH&-S
z8s>A-wBFr2@lb_2u_XJN|0L#0=T(scoIiIg4;;OId>01v!wpJeKC7|DyVc;-zz)9t
znFhqT?gxyozvc_LAh-Dq1{m#AlmOcVbcGke48NyB+Kcsj5)#S{1T>oBMB07t*M0zO
zZlg;L<HK_U%cC?hNimwMmx!O`(sM%Z0F+koGXZ<>*EK|EnwNR8T85Xbo35r9@OrK<
z6Ym$E7ctQlP);gzU$nqT2DZ+{NsIm9>0Gm=C-$o<48SyBEtyHo$-JnmU&I9FyIMz}
zq1|fjUxlG9dtYT(NF<gBa>@yx$95wDUE~n;a%SvpUC08gIxn!4!B<)Rp>Z`C+v}qs
zC&@>8h%+)xU6GK*#gBT3-wrRtNhxPh_J7b1y}kg^Jb8LOIW;gn-4nmAe?2BBKRz}$
z16OHc0Opl?g^pnb%b;<yftctRfU5O-d3y9}eH9hB-IIEy(Uuq(TMbJDpTT)M<+W`g
z1<Q+ohArz=iuGk4<sgd&%h~A(=hZU{$XmcIo3UrAJ%iD$+C)m(yrjzfMFoomi(=IR
z96c*gg=a?TK?Ra8QsR`2F}jN|yO-au9Uv#>D?QIn1!$D;dyhH&;L>p;z4N^yBo`2w
zQ&mpSS6jTH5s95)sULWp>!pdoI2)rPmubp4EF-4vz6|MoxKP7jCVpqcGJVHhe`IW!
zQQJ6MHDMdz6h4X>Id`^-p?JY{fl<WOow1J3XqX542$ocA26rh`)0eM*{H0B?fv@0u
zi8=1w$AU(kgedpqu!RXj!2#o4s&e!JHLiYo7AcDNlaV81{a|iGkJbh@30x+Gbs7Z-
zlKfk$w~F`DB=@z3dB{24@;e9vT0Neh^~GfcpX|-J5=Gcp3OZgA`_)Fclz9w{%FSEj
zXQfspA3Wb5ka&c0u4?8auJP_zzwfaF7yQUM>&pSQp1x>?+29nAXD->(N&jOWwn)L1
zhG%@x1d?|)EUY2kljYkLJgNQCXf3-nbTPe8oq-=2JD08a=PsXq;vnl}qmT8`75Da{
z>`3BZ_n<l9@)QR~P1`ZFx1)#1f)(WipdR2Wt<VirFNsIK5OWP1iC#yVr`Q$C)5xXU
zBgyWjv>?fdY?u3;SOxLt8#&*{6M(aYrpWe&x=}Ve&D6N%o_NNVFVYsvv=qQEMv99v
za4Z15YW)mGgY!gdzzxE1xR5$&df==H*p5|1qH2q^l_J$T8*s{P&?AZtwxTb<mKsms
zT5jYL<UK+-C;V8G8HW6OiNz*&Fu5XzLagXqmFC5f@!C}Z6sDI6a<q1M=Xj17f&Lj4
zVI9@5Xx3{U;`BHvaby$W)Uy>fZK?<&#Oh2N#<_mm)HsMssG-X{skmF?86lKT#3%+{
zPnn)6=Xo<OK}z`6M<@$RL&fqB@5SMbsm4*&N7_rpE6~b=_=Rv*z|TdYzxe9NS47<g
zu8pXElj$Bm26};1!yEM{)N%r6J)!&j1Jd=;OvA+9cP3XpQ|q)8Mum%~EwsdUJ#nF)
zskj$h$gjzkF!~|vNZ*>IK9%YmO2O&GOw`L$&4Sol@9i)sgqkHT#(_mbhl(-__jh}7
z8%qc*y^0#uf`bE1R8k#QLQe}j8>3ak<+NS9oc9UZQ7z^UT)x4Eaz=$8IFXl^o5MNi
z6W<v=n3_;>A#C>HB<xSrqjw1I76c0`mhg}d)^Z!fZhgi@SdT^4drUI6?%AuFom8}|
zeLlN`QDJE?gXaZ|C~-Skjt2JPDe=s$*EH<YV9rGp4MKmwO|no#fjZ^Maf|Uxx^8pL
zy`fJ3fxGT!MmLz4(SrxEV|_?(rFlrd-)n2kg*oM{e01ZJKQ1+pw|-P7%8?J=%E_d6
za~`4JCJ|XOt|T!Ht*~w!Vw}Mq#3AwS;S`Nu4-~!-N6vKerfg(T66mUa;-=F?GaOJQ
z*&Ji@L5VPNFsJ@`aD`z>yi1s!y~gZg-rd?rvwkq3{zw+j&!Ygw%rmz}I&MEpP3&rg
z_cPnd=<O_))>!B2S!|H%D1x;HwTlVXPJaT4?|2}h0h6`lRTD2+mpC3-r-w243ULh_
zMt**f6_Lcw;^vES$h{cqq(D0I!zWY170a|ED@6K+SUo#AbET3hGZ^9*<wGUrrJ14O
z7{u%14q#^w6yON{<pdv&W35F*i0wXv6+s+E^zIvtna<v$X%Rzq#_Sc4^>B>(v()HU
zT$#M{Am*(HW1R1uUxAxUdm9J7&s-nqudBuDd$>(b@vt3`wKSkjo?)M^5KolDOSPp`
z1-vhTBST2ZB>TXS@0JNlS;UXRoP7==>FGksB{R;QX)oMRDzATKa)FGKXmZZ2s7Wd-
zP<VS(aw|HoBHBOJoT910b?kdbuk(GqUsGs26{-h$T^{HAkW2WC#?-|yFi#kFC662{
zNT=JQt39)dJ74#kv8%^mh8goYhG=vYnSL%{b_l{%lzhFhDXp7tQotTeJ-9!h{D+GF
z$16_eYLxPqT33wY{mE9nv7|sVrgp@~SvqC<mC_DnfdEM=6N`QaQwlLFj{GRB(`TU1
z1@uX;zK+qrMhOyycoA=B=G79|6M0v#B}4?Y2Z?ju!P!8Vj)Js1RD#5rJ<x9XLEh}g
zl3qLx&(FVaLPwPkNbcw2bTn|&y0)DH&$*D^P<938;i73o&Ld+>zJ2Fw6OInLYHYPV
zo41`X8<R;?hwNRfUY$&cBlH~&f8YMV{a{slu1%2a>N9lTL+?@|aL+eekd*@`QL6%_
z{uyV2h;f~%%SGmB1!_j8V_F#>3+b!s_m3weMT{hbOd|PX#0OKd?^07cJaKnc_UyNM
z8aPF*NnY|wKP}0xZ1tyq(b;P2*elgp=kbEZtd=DUaRJE%pBJb>IAejE;=v)3cpfyL
zo#-T|$)2r^ZS`kuoYTh22|#xU`_vaw^XdDfA8n9oC{)fIJ4k(v&y>{DnJk)@Z8))w
ztY#~O{}FgN<C(VFOz#cW*BTW{&uIL>$;#dDUY2C6YBwCoDwezDoA+vK4X}}Mu;O$u
zen;f{0sHZ4ppyAQ3q2ji=YrW>r$LLHabj4&&(?sL&ms|DN#mi*NmcRn5c*z5uU`@)
z?m)FtYR$bexamX`#B&}*;!3i72Vgl)`eZ=W9+H#Rp)T+0F}x(Lpsf$i<w#(tR!hdz
zMErV;5^t2i)f^9-X@o!OqV2jS_w%e8Ei|DK&+dF}gWGahBmUTd$XwyQ^3_xqq>vV2
zNRw-nWwA8oDP@4{HQi|eqo#buSO$2EZkrCjh*f2~RddgmBaP93A|E^BwB>+0nAbs5
zZ8Wxc4ZMfbwKXpx!si0UWG8Yftk^?FXk@(is)^>&(Jl4|^W-KTqGmK+krZ4WMAPLo
zEg$trWMPUk@RaMfm`wv-@}n8KPzOD(qzu%~D)As-sc0><qNL2g@gKH(sdIdIq<zbc
z<bm+9$@8pO_=oE9y_#boU1o?BR4N4fEj^-NTd{3(CKh_zR<WE{XCpD5O)2-2UpZ|B
zwoC+QhApKwN3_v8b_ubl1~J$N>;iK?92lQhYd1vz?w(dVSOH=I?BZh4g^65Ef|XGh
zZI-hIXG!vd^{XU_YJ8({eVwOzemt1UetdC;KH`@4B@b7S5nGa9`s((jkoi(m5Qo+}
zuJ3(|tXRCH!+LE$)W<aBktvWTL^~W#G9DAaG@rqyQx10Sj*fWkAj5Nhx{0<%Lge|u
zrAFka@^#G_H~Xtq*9!eCijH=GPUb_3w{h_fOekH-y;E0gyY4qddqS(;cIGVbQOJT0
zbx|~YULuf~8ND@ldC9uaONG3H2#qRHF~RE<R76bIR$xwFC0;UlB#9qfFD~6o%=os^
zpkKtx^51i+1a5Udk7%xD>%GPWmxk1w;JeqxpZ4d{X3h-9fbkd`?blj~IUrq$$tI##
zfJ%^>^tv`mlt7F%?#123e7M7HCDjGQ?zgQ|-f>@oI4|<0nJZ*wE1tFKof50Scb`I(
z<w=j9K*&%{WJJYNxvwLm(kJSN)pc}~v7ELL`>Fv<5EeUzm3v&<pIycfT@<q!(ha9*
zeJ9{vX^-@cOMl>0+yt@vY^jE>;u`|<x${}_KHY$)gu{F|UjcZ+B#t@d<<Tn<yU&FX
zRCHzJ^fe#)lNlZ}(gv!3I-!%Gm&t0%CKe55wa6jPy{dw)=&9-QU_9JH8@N1x<<|fl
zPbqSJ@1?fMOPAx^IDY<Yc^10D>zQ@{ihGY_HT2C>!sIo4<*N#7+?~)P8PGP*yx*9r
zp6(5@+aC4JQh9S1C&g-Nb<|Ec=!Ld{=?4x-5H=H@6S%9s!qZZkzADmmy!1qToNdft
zify5QWS@I&&v$xMG=YY4N6-3vH%+i=DK*<d+KZBXl|}wj5$5wg%Q6{RtL8BWN7+qk
zyVkpm^d=}5dzh8RZZkl4IGv3C61wQx;l=4Wm4YzgLy&>}CQxm2V|}5IfQGyup%PFD
z@rYal@ESc#vH1$Bue>ufuXa4j>2($j(xBc0H>7I~`9cXECAMg}7`qzBVtFL9fhfq(
z5T2p1S}|9uuqcNQfT<d{=dMa<w}(d2eJVi;uZ*4%8BS{!ch@xM4W>|asE0;gGh0z-
z-Ep@eHUXb17bzs)s=XE%N+KwEkY`32yuFfn_q*s~)Lz56YJ#AZl&TOhkpUt>a>Foy
zSC4T`1v&f6SRG+>C9P;*>%gdgmz6%tTkG8>zUw*zFCj3R26rf~si*0^B56QT$(n=&
zYYRCKsbl)xz1f#l5aTV;RI{{mCoCL#)e53S!@AV2?@%t?*<-$$Y#O1r<YfusRS*2}
zE+H((RyQ@;2%kSmb8X77<QbR{aJ1D?trQ49wA*XDI_q=v?`4Xpfk)~L?$~on(^S%x
z<Lii9uZbT*w`|at>$09?2y_ol1=WxT7(yMGJC@!!YzPwdf2fzLN}PjogVjL0Jb$Po
z(#GR))iE__VQazHUUAVb>N{?pm*br{ZeL<M=FW+{5B#u)kk<&7+T<~eLSb5=Oq6T=
z3U4rB2iDwX^m@?AGfKUEw0rb<kkkHK<DkOi3$hp|)eEcn2eqzV!Yi)rXB{(EVRz4?
zJ7l`C1`T>W%4Qvae!xS-mal){Bmi^kD=pd<6n^ejtYF(mXtRtd;d*;X-$mGF9>^ix
zaU%CB$o@bXfOuhbXW4Dcb-Xv9jS_Ydao-cH*6x#N=*PRc^hJh~vpNFcPJg%$F9R3W
ztY@%&^7;+De##?mrAGF0SoCY+TT$ncY8KjA?zy`;YETy9@XN`TqWecF9LG8%(n%s+
zXbYScfY)0iGxQ$OeY%oa%MZElR@{O}omYY~$t}nT`AvsFP%sL3CE;DjGn&%M9nZ-k
z+cz&>-hIus-ROUEN9izf3a-$}Q!he6BBK|q+A}4{*>{?%0DDd8Lae>^Z_8q>6z4^W
z*s0$(o^u|yWE-r9VVgujyK9_$iZ_m)&2$xgM*Omgh;YlDeNjthJ&+zwvLXY>pt))F
zWwr4!GMB{Prl@zhR~VA$?M4>C6OX*K=i}(?VHtI2KxH0FaUHkmkTGM1JVs%pY-g`s
zl~yJ_nupsCy5mB-Z6MpR1tAIhE+aF<X$$W#gSL)nGit*LrNFs}=o8Elzt-3z=6m6v
zwT%eJubF#hT@1KpNDWQYto6TVFbZ6_0`*)x`?xz;DLdWoSB4V8v#T(3NYmavKWRUB
z4H}mj>rEgbyB6AP<?3lHr~ryGcL?+v&!^7gCU9;ate(iWaagBh<!UjFGG=2zJW*yD
zv-!o%dVgA-xHfVNRCku3Zjk<z9vW25{C2p0pzgF-VG7hn!TR8IR^wZDY98eirm)8@
zuJA%ko~)d}Qa^-vX%IVEkt9S?eZx0HqmpEDb5q@5=_oGQ1?CVA45vr|BNr4k(QQ?;
zVJup)QHRhx&jb8kOxiEs2UW)t8L7Q?{QaBKF>Tt(=(w35;%oN@^@_XClUS3WJ=6o>
zfPL;f<_mb+?|bsETss0?RBVc}z(|%|Op&TC!qd8ov;oYZHax`n-YVX(WH=u;Nqshy
zuTnpr`#W_wZ#fgA!^KgonttRU(SnajkMTV9j~1!e^@$eNhfdMo#~?M@M_N9a%kYaK
z-ok>jQ@kX|@!#lfl4Prp*2OShMHD)v%5yV(_fp&Z2^$rWb(!jlGwLP*cXj}!(z#{c
zTG)^UBI~AxiHonYp}f*VzT2x<JWhD~&}k)#Fe(>XV;Iq>9eQ-@{xC7r=23?EvryZ+
z7Mx;}%!tLn33^+y#t5@#@0?j*&rB_PP-gT8B8q*5dsTt%CF9-7{i4;X9=q?EGv0{~
z^qgsaW7CKU7399&mFFjTQbT5hqW2Wxm+8=Ls7|0b(qxW>y+GC7fz2=YW(~o!=Bn?d
zI{|?vaI+CoN>fGRsyt|U`qWL^+(}4_z~%)q1MSqTs|3?5yeZP=-yJGXtZGx8S4-R-
z7w|qeq>tvqbT~tyb}9@e+2OAVdSk=&-cD^NNa2Xr)vJCH7{QY^>vGl<8<hPjs7BsD
zNk6B5Ukn-gq(A7?+9phepT-jA;8Pu~XOL6z__-g8Wald1zdogzokEbwX4#_R>~o{l
zCh0hJNjR8cz2f9XCHY*D(k9Ru{no@RE(YM(<xzpo7RN5jYfv_aE6VJ23YCU8zfK%S
zg>9&>Bg_OqXPc!iPEq!XjCxqp-Lv6HVz*MH7<ehTZ?0c$MfQwM40qBRgOHdgX*sGY
z#K`l0V`m`jiI$qiRRa@*?ieEBwZL&M%j80=k`|QLM9sH@kzLFsi_u7$Lt;l69?{x&
zSNovM2)S2&_c7A`>qy*Ob4%^a@>9Rnt;u+|94h#SO1kYAP7`A_KC(xGsFU2wEshAQ
zr?KxyH@mPVkzvAuO~tjg8y!FPp+<+AH|hNthyyKjdgBjKZzwarSMe_*aWwi5c~%?4
zHeZl!PAu%fNS0iyHgi?+tqG_)5sq$uPW77IUkDnZEyfYxKJ$+lu)miI8tHRa&IE0w
zxWAvTvX=?&{tCqlAdabVacB}Zl9u;fvoG?Ow@8>UT;DQ{rPI(tX0{VYyuKB((P1D5
z=az2Z#tVleDUTmD-c$*wnO61|={?uQq``-d<1kKLh?b-v<aq^&Jvla~YMxjvdxs`!
z&yg61y!J|bo*3khtBG%}5APMczipl{ekSi52XnD=6_<%w9`68C+g*9`h)Z)byHWFY
zG~P?2L<-rn>NoR~BR{H=wxhjV8P}{E``N0Z;+UQk`1Mv)X>ns_uMc92YDH9mRoMbx
zTT9W6*xf1GU2X@Q6Wv2qF;JCKRaY=?$~w7Rvr@f2osHPdCK<-FHrT9{wO;t@VK_4v
zOO`kYN$+S5f!^yNZtX2@%z;j3bquWQzd~a@7wGm$hoO(tVW(zQzEE9$wtq3Ksx$%>
zpFFF)PN^rE=1!E=CRQ%!*1cuy2_?4WK;-wCf`tkGp|tN|fL}u&yVm2lWPeO1)nV{V
z_ke?ySRc&Xa&)fF_2tJhmauXsr|Pt=HLUNQ4l3eT?QxB&dw7k!YlTZ%zWAQ*s|5Sv
z2$0TVq6U72o%Wg!RJ@?beW7MjOszZ}=4qBq$P#vOrSsKD6rMGmk6g}9<gX6SS7vUv
zTPF9>c*{tnS?@+X(`9mxA*dH;CJw)#30XOOnF^FAiKPAb1t#Rfr_DzMHw^3?6cp2`
z(BSh=CtE3p6_`(oi2J*Y0KTxQkF(_GBzWsbgV@R>%cvlTS!&05i+ET=i(mHFgdII?
ztP<a%X%sr47oL4x%3VltRu<SEaz}t5&&?D3BFO==U)xnUq$ae7RDR@^RDBQ!QHQG>
zz_Iq-rbgEe^ISbl+_zenA=Qtu0&4q?K(tsWL5c4iP!)v|(;~|)G_rOsthaB}3wt)$
zQ&$_g;D;lp80%^34G<T<##|Hk&sx6@v5g#9inL=WPFh8wSuy)sXZS@{`FhvOBqJ=)
z-rf1bBjP9LuF-2l<7-Xu2+S;fGsb~5s?x@w5Yv%K>QqH=e(W~l^siHSADAdAh;E&F
zA~5pfg^P8hK6=n6czOVq$seb_l$AzOBIKViEcRbVq*QzZTr@}M89#cujs`lflhmn&
zqND4P^G%99wi=?c)+^4Yhsir@d9h5Wk!z!@dgnRI5Rc$;oD^m-u+-BJt;8W{bS~Cu
zYIB=0cdP*_>eT|8lrU4Eym2*!w{k5b+>Zev7D{UGDAmqLrl<9(vu3f((iPY|24Pq&
zOIFKL#$8Dwx17;cr>`WgJUL7BR~o6@R1E3c;G|iADKtuT64;Kx1kUxe4xP5C)Fdh0
zzoeWc8&8TrLv5>)w?Ctyj$FP!fx?4=>jMo6H@eIr9#cBItnq__4-78&0sVnJV0Z<n
zeQ*x`h2d249sNaz6MwGi0>BYPgQldGQ+(;5o9e7jS9bU#yWMWuz?YZV%1A=btNiYr
zW1ltKQYghsAVwwnmTxeN@|(gBmLY~{Sv@@<MF-ol42x@CGSNlO+?t1zsEXm&^qYp-
z77p)!d{2Ud_ZklxlTQd7i&=HHTQBUobT2A}FG2uU*PpRY7mQpI?J6{DyzoouE^D<X
zR3DCEh#pA59ZsTsPUAY*MX$MN!n_@B&hC7m1bfI%|1^dcKQwXI1iSDaEGq-@b3TGI
zT}&qA1WwM%N2hCvu3<<<-MWWZng0hgK+C_GE_oBR29y&GS5N9nS1ZR|U(Rrl01fU-
zlYFC}eklibRS+jtX4ZucH}$xFrfZJRypLc`8X%Ty*sYpEM~5B3k$3x?qD{;fUbs@Z
z7k_g64Q?jxGXlf_0JkqviMs74HjHPo&62vMTnJKWaCUY)H9QaWa)wC%t_)&vOe$N+
zRfo`r7t(~xvPXMVb%CNE5~cUbX5W&JDfi`87d2DC^`%Xj&Ep60iP|awvCwNKgYk~(
z#lgAa)1u1fMFES{su7kGKq{N^(odLNYU{^Drysw|e2+r6zwSqAQa%RTfmYPRx>p{$
z`TVKY6FuaM7v&eiDkqqsOH#QN*9|q|v@a<veUb<d_)TK(%70Z(RhJ(}`ELfz-ND5K
zB)xaV4Q0g^Vk>^wF6lG>%1HC|Rsu&xP}t@ZoD39=kXXf}a?v)k)2~mGKXQ`Tof$(=
zwu5U%uA&7~;DRQCY_QB*wC9B$?hv-HYd)&(G`qG-^9Q<9yE=lOFud=R7P1!f5)iSt
ziSw6^<J|s;_nhc|4RqM48_Wb_!6Afg$Fw<cpcXXa7g?tJ;3K%ySo+%MjUdZ^Q%kB>
z!*&DArmAXAR4dIvcn7|kZ~+)tqP*Ti{4UV8fsrI3E;b=^jX3ccdPkd+REmU^dj)yv
zrnOvLJhjIb`myUugl7ucz7FbIx_G|6aPMaE!rb~<6=tYc-zrP*TV`}Hswdq0g}@&#
z)LSiQ{K38-A>;Js%=ag1uA5~2+DST`=63g6`#gxCJsLV#>j*YHz*nBheuQ>l8p=de
zpaj(E7M!jfJo#Vag-YKQ=9TVKL_43>W7Dhf)6NBH5RGA8%mij@)L)~isy{9_#dz79
zlZ{bCcTwt@F~uf#seAXov)+7|H1*R2hIwq=S?hkrj8Ka1LR5PnQGgW8<>nJ9s{f!|
zb}&MW%K(R!+1e)^U#eojxekx=!4zvjR6FeBryo&Jb{uI|f<h7x>KVL_ESV<kWW^g(
z-s!l(5oLrZ`3_z;6G{iqp~G)GolyOz@n@dmN+m|jg}?Z3viEqcKYmf{q6uA#D$B;{
zN$gyp=+Y^a&YYBwd=Of6tcp99I%s3otf1ex%Gt1)?3lQHA3huD%ALVBS~l}m>9@W@
zG7Nn~QH6CwAUSv_i=GzA3lZqoYtBn$ndqUBDu3K?hid?1z8kqYR2Vluj4dSjwlnAZ
zeSykYz_R%Z`By3IdbAjY(&bul5ngjx+?u>B{Rp-ce<Y{^A9BJ-<eloz9jXd3;z-DA
z`(jEY^=H}Sh3l=j33?iEADCJ{+o9MCLwnpk|KzMY1%MB(i{>llIIxujIxwdVGjhm(
zC6A*hRL+A>BE2#C8g3qaA<!P8ZwLYLS%FtrYq8M+QG3(|yLIm)^1C}YDtFE*vpMvG
z%r*9x8VAOg0l<ZlPERAdHxj%_mI!C|T6RVR2SCt-{lS{bh(7TcF=*)F8J;!v$Gy|)
z2+YvtlN(z3iIlm~St1F-wiIU8FskjwGQZSrMZJW0^{n7c8u~GD$ELAPQfX?j-?Q4r
zMIb-Zyls7z*oPJGp#n|y4jn7p1gCJ}K)bn|mt)byq^er*c6gQETo?Di+RGPU3p?HU
zM{4j-;4f}`p^gj049QFeb<cMCO~WHu4*glV^Px~^Zq@wp?@|-9n4UfoY6~)N!bqo5
z!U5@2n!IPz)tiWDL+ml9b>U=rJ0f!jlh}qH>G`i>oua7?r&Trh_pLOgn>vZ*vsG(x
zJW`ZD&8L?+lnlWJ8^Q3W!7Y$?;=ZYQLo)25d2W~$S3;3I8LzPUKIlRFdqK_hPR_*K
z;q5tRxA!$hr*yw8!s6BF@fcDBZ#+6KFwXZJ@zd6x>CF=ry}uK*wdEp&u>K|~nN0JL
zKx>Pz^3fv{=1Wh<Wgy&75A~w2`fgj>Ea4d_2iiQ#sC^s5_Fs#41b#qup&WOUHg<$%
zJK8s|6vjJdzc*W4Xki=%@c$5p?D{Z~a=a=+S^~#-gY5FF;?@uwiw|~((PK^w>8X%?
zoN%$8h$-)&x0U-UuXpl#s(uK9n!Y1$u&Kvc>-HT(o?xBP3(&JhNz3`2e|sbkAp5we
zpiYS11q0Di!);&hY79($G;8O&gIs|S&O0J-zOj0&8=!{dMuYJ>OKpRiY$W6+g`5)k
znIOH$qBwRHCICrK#d?-yb~)!rH@~}vp%!fvZmL51iM5k+2R-nFzHqNbYfs~t%N>iK
z*bhAft$rtOc!E;)a^n0(xaFM217K+4Ung1PBAyJZ_bK64glK5{-N9yYY#RlQ#Y4VG
z;(}lPL8;KnrsH)d(qxd>I>l4!3;~LzX+H)-(Q2&;y~`%qneVa?0#|RuC_@MHNWmAP
z-4BIN!Pd}uAts;KdDSlkqdjH6-(fiA@*OHDCeb^>seiIvI2>LFi^0A8fGY*LWd)El
z>M$=m6}#8!HPV2J)<2r<o7CE^U0!+Q$c(L&r7+dLowRwYc7!2aq%aC_RB~<_M`CRI
z^bUWEX)ovr11x>R=bFwDKW1;GZT>DtVd|_madA(K?0`(Np7AkrSs%jOKXS<6`T<EO
zO=Y4J%A)kqn0wnTc@Ka8i!S<Oi`R{xNtv<~_1$|$+Ug};etSFtHJc+`)XOy)3TNFp
z`cfr&W5f~*tnK))n$zX(z0{m=!cWl=T}PD9DLW4N%@B7`h2R#|)%A%?b@VjC{gr7+
za>+XxO2U#dt<OqPqhWsJ@|jbm!PH++b0c&gG)%4_<W@pyUV0vCN#HDcFT~^-o^cOb
znDF<wXnZInIm7Ov;fRL&$kWS$BKFaNFz@+jOkm|K>Em=%d2>TG^aOhK9CZe-Bde#6
zWL~(asyyw-VJzBeNUs3-w~oT|@Vhs7&3hLq^wP@tdaw(>66c;K3-rwMMESOoL<k^>
zudFIodFJ~E9^I8iS9v}4;q)F*T9#*%@-pNPnR^kZLS!?QUq+Y`6upR8z1x489BSrb
z0FjmkvEI(jJGzPmvk%X)zpWLCjea=mQT1@~@(Z41h=lT<<49fd?_dtGoykaVVEh7>
z^QQam0&W!d3hUk=Sd63fR0-oGQl2{wkp-9U3%5`j4SpjT22V%ig<mRT?&eqa(~&6a
z?uDoaIj5|{KCml~xLGYW{}W%1E+V1<yonW^h1#*F2irsDJ=}f=oj2-UG>%H|7MX={
zx1^G*16(Kg<tdi*WQ{7!{~r(j!2QP9bvOIF`E_k3$dQiGn6jm&)k=Ie)!ug$OB}n~
zXShrGVkz(V%LdjuvPH3BEJQED_Emlsa`Q;St~G__A-o%{?`)9v-LVQ%D{+RwcC*8o
zHoLEMT>Y8KDfLDAqzmxFLtAiIH=N5WP>05}9Y?CUx428dbn8g42yVLkJe)o<##_@f
zUYP^qLwZw=q*huh5?s4>t?6*Hi8A$J#;EqvCn>?R2kChgOA{yaa-l_e16#No_|&<<
zvW_H}$b-`5(#H*Vk%ESE-51!3x7wKKmxGW9ZoL-+++w5;9wf|gzNsbO1cJW(`+DJc
zgmm!h1G|UJg5qy<$;jClzd%Tc;_-+VLPRW9tN9EGf5K`UOIo0O)OtLeku&vSul!`#
z1)HaTVs~JH&rQ&21~VX7ZSk{-up;+0-Qn_pl?b9k9JCNtKor(1c5bfc0#@eTuu4@K
z|8R~xB(b(Py5+v>9=Sg|A*2lsxPT>>0{qX)GiOXlmpwnzOB<9gJS`1gCaG<uv7wSK
zXt=wvqr+!*!(fE<7Q^tAKLt(eTI*x>s8C_1WUJdM2zu(!wMxXuyLXGG$8kLbr7`f|
zVN@I=BCS@<TbTOhvXB=3Izk;UEm<_CsZj&uNvm>EY*jFIVtPTXRNh%TwKMKDxdFi!
zA*09Wxjl=<Yu_;7<xl!Z)uk}0Y*;tqXM|$BSxXj6_JU?xyjc^uSU2Dr-}hDSMR-0>
z+!uXSy;UsZ#8Qo~sL=wbdyoYmpI``6wJg^wLyiy&(<N|9CE?msb1_#m)UYVIdc@*|
zL!TmXd@7^$9?xwO%GL!7`#!sz#CEuI%ReM;OVxlk??Jfn0gPq!Rii=6VeaT<V=Tf;
zY`*u}B10YJHL&G){_~)YF}jd+)D=!P#~P`QDL)RA*d@EY#K7m8DZPYT{s}6e2h_#;
z<Yt3DmD?X9em^_-Kcy!i3_nJzRk`UKijyvl(|qc)V0cRYaKNt$mL1BCewhQ!K?TWl
zWG-Wy!S`d^)r}okQSls~om1aGvma8N`s8+%9%Y{HkUS-2U+%Dubo1?fZD?-o!Z+E$
zGkfIp^RSadhmX{fy}Cbq3+P7WY@;<g-4{XvG}o@O2bVf24V^CB71#@!a3$#zJ`wF}
zx@tt`Z(8l4?tN@Ri%Mk=c`Il1z=g2Gja+NS5pVXpZHwsD``PG(Wi}ASSp!>$XW=RP
znGHz*8+Y(!{?v*%)<G81|CF@Iq!cXBz}gSLp<c+(BU1Roq6uOR=KTbp6m8gi*CriK
zhlQpOoVqUtiCIhCP~t%UE!8PS&$>&;qC~;^+V^{t(-%T0W&+r%Bw6IlJk(C9tmATg
z=kw-PI8vRp=G?^IG6s)Q&DJs}Lfi&lZ~7gBDv#x{q!26c<0JKz<EGSz$S6@OSLETK
zRd1X$`CBX;grkswC$B+uBI!qpY9i)b1U6E&SGZEwBDiNo7c{8$<l~==awNn9>Zc}j
zIJ|1Sj%T@JD#98;`4lc!66dAenWAQDufgceQl<^^M!blu<1siqvzI7dOUP>K{e;Ps
zs_OMj-?x)eB==FLDDr5V4W$*#IcQu>M2M?!(sEweQ_&)er~F$Yesc3vf@vlfF{B%J
zwV~|LIuMGsG$|4DzIEy~dW|KKvJgh8kMmRi$lFA?AfR(QBcAONPZk;5d{h4sm?Bj=
zP%1$uO2?g$a>fR1k!4oQF^)#by-UcEaOUd`b$=3+rDv|Sq#P)6`}x{R(Qh~r!@DI`
z)x$?eg6hD8?#U>ve0t1;&&k9C)>%>FsfWX7rZZYgky(l=!@YB^+k=-=I%~)Wbz6t`
z)O1!A*@5r!OrXGaA}SMmAo#99dZ&|K7}{bV!()OAq6>0RwZ=bMpjCP1R4vSGW-and
zS<Ka4xh?Mj#IzpIkdCNg;xRSXS>PMjB6OMay{c)FtG{7X0(W`cIO)fI1GyBK&=~HU
zeNvxOS-Az5`Qp<LP*^@;;P#(pdsKf;e7N67c|h!p1oqnTPECltoF36KniRN2^2hgl
zvcs*InGUF-Ks%>F)o;gYt4_VOfQd}L`<5GqrU}pJK6iK~?|)mtewfOCt;o%goHXUX
z@!35&=cXsbXkFla+XeHg!+pFAOiPlvCqL40q@TP$I*ZOq0mPA+`;hQ*4xdbq8yk#A
z=uXPg%NC@Ft^DS$QjmJUw16)y9cRfw%4&Eduq-(Tp81Y4`wbaG5<EU|=-byHG*7On
z>A!N+3OotrBl^uPzlx%e6rMcFh^w4yPMgg8O$>HF4}Q;d@6KysV2Vw*5my5Cr4iCq
z$9^OqgjpY@sq;;EUDDPD%p8z0^=YyyoFLuF-V(I>6;ymD?7S*^Q&9c^J#7(PhplCd
zjxurO*n-9;-ny_Q9dT-Y%M^iC1IdS}RV@*h$s*p4LN*{Rb?_rVR28u7a#=>bK=6M2
z8K>l<8b_>#jkmOnpfSaf5uq_=H>?<x^35WOB%7`ROkmEL@mP{W9d3OvhY{|GNe4Ej
zKba?^+KaoH+-EnKf_gcv<8I`lQ+w$<wLa&bVN3<yT3e<?#Oa!vd$OO5-N{heMVe}}
z_q`S)`P<1%nd-=W29S6xXmX4~g?JhS!AgQ|BwckCKUI?~z5*WGYSoDJij{5$hsFbA
z-46?HRgAfn8bn`9<Dq}Sq)BKhn^PADs2oq%R2|Rue+t2pRdg{lP!O4m5_*S}h|W8+
zsu36i=8K410#TgQf8QXLX>JU;T+VezYUHshPSb<NM=?{qbGXl<*`lMBy=fjI00xJL
z82|CZq0IPu{FThJG$D@uB*uwVT;B>(3_}fJcF~cLqbGpq3of7S-A_q;CuBR;cS=>P
zLD~YR6wPORkZy=1CHy1gySr)Ir%luvXleV}gfaS>=r*xu85a@#iAB=)nu-<Ue6ML3
zRCY;&*uf97-dOfl+gmTG7QRFel|0wKI8rb_`Q~`bup2egQ_3LHpK(v%=&&7{+mNJw
zW5q|8mw~EgEDt(9E5aE<angMdOA{8%_iE(lM%`L{SZO%1>E$=<DMhrJdS!RHB3cwH
zZ&qZPQ&O+BY+N#H-PZAb;`w&({HZFDH}pc)Jm~w7!Z*ybvGEPgsH;t{aHpB0o{;t$
z3R|DWu!e#ed_QafOPfm)A?6FXufFr2FWQIWW#35v=(0|wMlRN}@_0Vk(!~_vVDS>0
zJIUdD&wEK`f#IZBk3pGPqhPE$+}LxVlcO;<^TUg}Yo1lle{eG=vFj;dkQ58Qt;hOB
zWh_(4aoIXtdt1y^r+L1)QD4^Z!ST3&T)QSHTJZ}L1Q%VY&pR2X;rpSXeKh<8be>*G
zB>SF2ZX5Sq!r@1n>A`@Hq3W?BdtJ?sDK3Fb%@>>RTFRHOHri(cmlJH2zaNaqSz#*m
zM0uJI`qssA?WB%B&+1QV?eUWvDn?g){U!)2>mO)EWA-gYO|lyv5x>E0K*O(HxMWK;
z2v&pzj=UK^Ye&xM6?L8`+pqALTfmzOc^dXuB2YHF0<k`Z`$f*wC6@iFVa%}Jn~C9#
z+g9OwrRW*euVKYzqxDg+lz#k8U0)4)cDJqb*ZvO}!TyU7PXj{g=qW|?_l}<ZZD@yy
z1++sX7CCc;ZH^kgOca7CZ&A1caIK?}BLr{FSstjDoKEJtOMZ}6^GI?`c&`Mssfu_5
z{9F!WLNbokF1-P<mN+BOR{ZMnCw8ylx8o{#dY7zur=kL|y!HHcA-=b`hL%Wlye5Xi
z!UT-rq`wgMwQO5FZi{b!3Zj#RNT&@Ps<mLd=2n*Y@JdIhOcAbzJ6ph=HIcPGn`o06
z)c4TfQQcA!s%fwt@A;WS#l033=sQmiP5N>;W9;T)KR)g9i}%~AisX)j_!ve%xl+fi
z{4Bv+q(w;j?vKzHf;cqgWZWfdziKr@-7zIhEY0&H4q=#vWVQ;eQ|Xxs_Swga){9+H
zF2-%Lnej<}CZlI_1B2?NRPyyBn+(0PfX9Q|bj7n8=DJ@}_p`e9$qu!UR1W3`sDKfd
zzB^|~Tl8mw!mJuPCqf+fo6(MAV!KEY(u9MOEZR$e9MA_@<hk%6^CbdwdFfEDq>)kw
zF&wQ`&4#adzLU>OKr4x-9|AuhUU=dQhalwyzuM%mE7));{T3Gfy}iw?pyYk`s8h+#
zC|iA)!n;AZfIv$ITf!I5gt&=ODXh1{=$xmzKuEi&-3on$S-_n&M6D;ao!62$1(-Qz
zr}~;suXc>Wdn!h!!Z1cWuCK^SyfeWBqzYmhN+iT<XHn7(0lX>P>y6wn;NC?7Zv@4t
zWW9In=)^V%`uA1E=lp>W;+{AtH}gMTf9$|Ww|oFjbm12Vu})UEZk2P;(y8rT{KDsL
z4zpEbemeP*YzkJ=3|J*vhgCh_zeDJ#`e~iq$-T}@)U`)cWs5p#Dk<>vvg@VoACeoK
zgK>iF1ISkJv58_b!!fFDjiok&<iMJ5N35@HEbO0JZFCyZY{{Y)?+6_K;v?hZhUZX$
zC3@b^Cll%>J+i`wROtgRinla=h8)3!l4hGWjIAk3d^PVvyzSH=T$Ku_Y-He>TI75r
zKe^k*Llq(#Vd7auf^5!~L7WyhE*MFk_|c+_d(2mU$%911n8Re|FN6F6s^nQQ+?R|l
zs=$~9DsI%2rMu{^S?uw6^`3}FK014+Knc5!EK>^B>Mj<Z1%njIxZW$c^3j2>T)2<f
z;)41Dm)K)`f#ss7RYpp~07>zeY{Zj?y?J@0s-zm!rcC`>P{Q4oX5c<s6aL!7PVe0J
zi(Ga)y47Z!EO$g<6^fBif+69YA1oy#(9N)|87R!cVAj93kT{uwO|OzF1q>reu<5pE
z_m!iTYPUWGN!fs(Vpl`x(AFt^or8L7kl!zLj2QbtE<;(mbh=Q<c4$bSx^(V#kwtpU
zH^qy~IU2Z~nt%k|a`h6qzwyGuB9nI_O9Q}}dgHmJ>?JhE6zzoQop7D662IJB9&U`t
z4ZX#v^$(|TV!^WqY9TAd$_64la8T^6q<lXyEC%n?{G!?S@z|s2(EpT!<0HY-7cf07
zA!q@7k63)2sWmYt3{33}qBT5MB^**fko@;$s`S*i$r1H_*)`LGA<rY%7DVg8#PUbZ
zPWGUQN7TUj&HMoprLUhF7J0uc$)q|NM6aXX@=`+fWQ|D;qkp`wtJz{E_Lmj!z54Yl
zgeFjZ*dcwLFHfdnn_`Vsb0Tz-AJ<Ivro61EZg^KuIM55h@DuUHP%apW>IUTHkLk(<
zM0_G~m+fC^qeb%RbX0IPFcp;A*BLG3lck$Q0#6n^<q}@!{s~-*IthGF!}v1vSU&Sd
zZZ0j=(wO2UquPo5wCg<31GRGzN)pZDdqJq}`I&~wG8#;<I<<U$%NvYNery;=u<N7X
zK_42ozO#H)spx}Q1-olR*oIfu8JQ)mF&gneExP6ig|gk35MLAuvn6}i-aZ9z;L57p
z@Y8wuf=W6`GcdM0c5@S=Y6ho<)Kx0oJ?bX$w4|n>225XhSk@!O!=x)SIGLZ^_GT?W
z91dDhP59=y+W{nf)|;aEob`_5Qwm10+vHu6@;g>0u|kzhF}OT5iT8`tw2^r<UyKBT
zmnGiIUg+fSFLHsg3M)4vW>g;ZH{|j}&x;wvDDkLATUjo}ODDECQoMv_0~J$g(Pk*M
z0@2)~b;F$@qHgNjPKXr^_DCg2oK~=xbq~4NzC4vfwVMc6Z-;x}@=?zf#IV78LYmoU
zP8u5;x^yHrGxk`uu31=avKk!A?yl<{f64s_Ut0%xia~H~w#&tS!-#gNyBo2KlHokQ
z^<&tO51+arr~DE_*PQfHQBW{h3!{uNU|g8V_e)Go`~eaDSYjMzv)Lk6WtNBzuTPvx
z*ChC%^k_0N;9Y8lLj~9iI2I&(UZx;DGhD{4@K<pNk}^Z4r9y>KyR0#hnU(Q)wp!n@
z1+t}STdczkz;mLsu)Sg4ZA&H&Hd=4wd5gsJI<8dZ57C|HL}lL76OA*|zG=x`_w$ru
z7mKX;db@-8tq;Q9``t~^>31;3RF<0Gf}6MMI*?$6@-ZZRa2U)@EWuo&@8;neLwiYG
z2<rvLPia?{cCFUF?#!%bs-%jT`cmG%sgdK`)&5`&(c>OSI{BfXbb~J*Ovn}#of6}Q
z8fQj~<I*da&t_Y{C(F{|^pNzkcQF2&^xQ{s_KvrC8;_c}8P0af8hM4roU^W6=hIcE
z+9cC*;b2dn_7+C7cRMcblf3{&7!PEV=yY5nu5gVU6$9=avpMcdPoY7Cv`dY3`+UJI
zfa;DJcsaH)bk3SdqDYa04Nv|sh6s`}Vhv1kifK`Vu$bSKt0R}agVi-zvs6T#3sx~f
z)aDd*qfjpNmAM|>oDnm*vIq%f$~o$1$R?pB7D}a|@7xe`gt>*VIOEjVc*c?gG<+hD
z4jww9s}kq18{6|Ciu@GJ-}7bbON~P(^`S(f^#({%^^G66x|=5PqMUJpUA!W$CAV|o
zBdwe*H-c$d{82C75@nicB1*~Umm>&+jCOl$zf=uJ-<2`y&}5l~kQzX+nWmAoLnnRA
z=??gu<WiS#4skx|LvL5~D!3O%*qi^EEv!5p-t3i8nQ<M7cZ#Sn^T9S17jK()vFHlX
zi~%7U)=*O&DsE5f(u~#;(O695s-pt-d%N9*s@V^I{nKq;$I^Q&+|A5{4FCNQv*z&B
zHK0kY141~RHgm{niI!MfS(oqnK%iD2lptsC&pp*o?CC6~4)<oWe(mfp*WVP+xRYZ}
zUP@BZmR3zI)X?Hi2<+eYr@}YB`JV?_z-Y9qjhQYBViSI;6YQ8m<vEEB8zG(Ig`u~@
z#^syBtLW{NjkY$`e${PL8UUAuD;k3uTmO2&<%EFs)4rB38GWB4s1D+Icm??jvP(&V
z7P%KpX(SZn>hN&Dhgc2VhPpSmrhZk1uV@krrVlh#6s?uUAE4t8xF(yE8CW1&qH_UJ
zS_$DO$gu?Ey5{#!#7!m{SSUXwbf0cjQ2UH3w0z%vB8t;HUbSOujqvsf2`b6Unlh5`
zT#JNk5%ASTPqgzcO821JGD7d5a8Kqu86GwP8z(ze4argy%<*$TxnuunAK6=sCMyX&
z0C_WS6>f8DWhMMfzmCv3{-^{6Ci^CtUU&RXmr^|bny&L+(Xe}q#!I$gWTo7s0<bzA
z+#*jemQmiIee!7fI7x7=?Hd8(oT6L<;enRHSU9}RB3*Td^Xo9FVFbSi{S`7FGq`;e
zhk;pm;PZWf*tkYmoCGC5dEt<`dny8I3!!%^47dw?2GYAix<ZAue7Lknn>|+d%@MMe
zQNiVbc*om5OSV)iKS+FOjS&%!8N`|O9JAOf)!S1;a21d9vZ@CIZF3s1h$%XZfPi4?
zB&WuFJ#jduRl;mKx3s8>tV}rTgIzt}Sc8sWz-yXKz4aGE&m8cA7MguRp3hFU@X%Y9
z%o&Xns5e1qvmz0N_nk@8tv>cfjjJ#BE(@Nu!?#?puFO4SY=~Mz!by!xg%LsZWdtIw
z#@%d@9CMU3MEKa8X-1nh1e&=ruV0NuYl`*pb+C=U*@#jq+sr*dWYsVlm-;8<h26nQ
zMS(MR*?#}XPcJx828S^CKp=)b*p6cuyXlUmG=cYSxe}Zw*1Z>=!npH{4SFF+I|b@d
zE3iN4OC;rMY_7pe^mlqs=~0z1D=0~tr!@QoPD<q~1C}orllkupVy|fE&q%EWnaHQ}
z7^HcaQ;i{0`~uq`&I?Cxy%@N2LLyYPD>0@@KU@)UoeMB<2u<Hd8m#ue!OFrt;rEZt
z_@JD~YwtO-gq|yLfPZ=co-yEC^r>k)wjkh4T<eH@5xa0ZL3_+w?}<cmjM%GPmY>~w
zgKd78>gP@kT5fx-w@ukq?h2AKwI$>U2p1|%PH3Py(&al$K+sUt8Wg$euecv*Pu5uc
zT3v^EposRfv;f0h7t<JW!_uQ4d=mz&oFf<c*pTrZOa43kWLK)Qjae3#U%j0}EG%@(
zZW!;Df7<K|i?&5h|0w3e^gLzPmNOBTNK?hFsxe0ukcN2|<b`y)@$5UP^D7^71YH!p
zO_2yajfC!N-*Yq+q5`5Ow8QdF$kKT8UZsAoeN;`G=&Dfa*2%_W#u<IO`#B`FSMPLf
zmkG>!Z?;;>R+Qspd7WMTserd2g7B1`RNMthWra2J2hpwR2p?woAE^R^dFoTaDKG)@
zJlxUiIOrvEOtviFd=98Wpx!I*P!f8AGnmY3BSP=T5FqC2qXv@-t9sn}nR9-~1>Cwt
ze0Ue!Py!ry8!DDbWc;qDlIF$+)&RQ@NjlkiRJ)=V?ZPu2vRtnN58&|&?A50h5S1f-
zsW4-*aEH&*&*Ao3DKVA8>VQKdTD&g^=EFIocy!b8S<g)S+K*;I{wvRbs0Qe*%8NO5
z2MHrj;66moFP|s_;2UTn%`qP(wfQN=<b0`ls=y$c$>g}qd!-$#D)0>@B!{;r5b;EG
z?7KBs*7$SWP7QS*cu=8qoaasr!U8Gs1CEZMRmu7I664ZfEvbRD1w+tX@&{CmX|`X<
zyMmV?nZ78OX;?(?yTgsp9dcD_k1Gj1*Cg!s$l7(i=OUh12;1@xJ-nhSp$v~2WD(*c
z9{qyU<PkEM*2aN@JrD%NPA#1Q7IW&hq59HnY6odJUt0sAUBaz*x&W*_j-=c+p1EF{
zOGh-qER~WQ0lXsFwD{3WVDHQ8w%13x*ZE+^o~&86di&haiGD7=(o)%VG`^mcPgsj;
zp=YV-N9_gsId<qDvI=GT#lDqvbjs@9hBUqSJ=#t`^Z0iK65c?S!{!p`m^RZ}%W|0U
z1_b?oZQR3lB><v8(b%dO72B-Xwr$(CZQHhPY}>YN8{LEVX8jXqtuxsz!jdBbgZ&M3
zczI~D6&Re~3!0p){FEWy@o!t{ImgI*g{HyFP<P^A_#@p-+A77Q{QNma!uAN&no$EK
zCB>o>8Nqj(*1Vn(>a7vJ>WG=<Y}ufH`50%Df!sW;!s%1n72fG|WEGZ~9<rvVau{1A
zKf4@y84-di5GhZVZSvref!%oL&g<-J{P-XClY?blTS$YflOF;aHTxo$bCRg4!UM5h
zP&}6h<``&-%xuDR_{?QSDc=-ogP@yIuIz~z8MSk6!`9PeIhnsF@j7z$PwLj&P!8?*
zjR<U<X8}1;8MdZmnhHuy<h6SR9C*F--qh}!Y;UNSl9E?Ud{SyEL0P(n55e-NF-iJF
znERV%lLtlB#Jo;@l>5{21n^Hure3lblr|rFRt+J?5u>99-Tw?AFh)vrG#8T>3U;dW
zfWbulFgo?XPt&tIN5Fn3Fz<sy>bC(rdKj3L12(vGuE2sv&iRTX!HM(FqlyG)z?<Jn
z(qh38yv9JYNkg*Nk?N2;pLRM`!A_vFar<DF1kP^La6~B=A;^iSqSUx?-q}TKj6pfU
z>T|YLtxMq#AWgpN?g~2=drNonricoLT!mjBYc-=3g-u3;$$zIh8e%liE?0C+e;wl#
zk>Lbrd{&m8MJpZ9u{)Kj%n>(03y+y_3awEzI|DWhEOdFzp(@SW@xn`bolBEqqH}<I
z)|BU2+u=yP8<hlXHC<DFvS3i#xr=kDz9yUSkR5NPDX#$_dRfTLgz5%*9$*xhl#g%@
z%0w{6eWh(#KTEEa<?~k{@LMfRW))@jxGFXbP!N4<Yl+rBMbL$I6NQOH*YLC}fvg^B
zO-)giZVd^ryoNex24w{}a~sybHUqPYo)}h&4M6f?(s6;x%wusN5Y7xdn5m2CyD37|
zgxiuisTl7;B_Z5EiOLzdo|hYAKDwms=@gQ7p)r|u8SI@pbNwRdNR=tJL|w~OW^TR|
zHxKu#rnqtR9{-JY;;L7rs<OXzb~U`Vh)u=m)Ha4bb<Rc_%`1V@HAKL$IHj^vqLU{o
zUo^ppXS42UA-9YBipC{BHJ>AAK4{An9Dk;`sp=5~Iv=akVyIcKs*av~^t0w&TukO+
zX(^y~ZMV;crMrD{9CdE-j`_I(>?5c&f++)ZhzO42HQOjJKA7u#qFv8kK;&tmu+cd5
z`AX4cH|jOPN4eqzyL>%t22C+?r(k3o$*g~P_bV8tnfG#W=*Zn#$!j_pTvx-C&LXBP
zcgmWHxP<zl64jMB$1C=L$)(NnYrtRMjkswv^uw1AD#HdE`p75esh03Y1u86Xo5aSq
zc)u2_H3H;^k^W(dX0*(#rGBy-nv6GtVn9F;c&a)L>bWEqrap1cX!^sU*^;){l5ieI
z_p*O3G<TbWWsv>2SJWsaTZV{zoT?$+==@&es#y&g;ZD4B6EO1y<5Tx%h0i?f<ew~8
zUSjN{XUJAuN|r8qj72f73Zlj#1Sio0-$tlU9m~GO(=KArGSm2QB>BetKe(Wx(Qa4K
zuNJ{bO9lHaVyqR9rGcUzaexZKXV_3hOm$926e*$>S=+G-_-Hxv2`fP4skbSt%5C&H
zziJl9oUWIp50`ma{Xs#;Vttw9kX-nEWT+eTbk4kC=!*m5;SZ`;f#_<qVGDgvQNBpf
z<LDM#QF@yVn5?E3#IFpB{`A)Md^R1Lm-2CtDBe1D{DhV>D{Ji<o`T>MjL-CNf@i;Z
z)nH=;L9Br84D_w>555&Hh^}Nj84oR{`5OX`DTopw5K%<OF`H6-gX3ltR6lJ6mkgFK
z4asjtvd08*x0Gp)Wv;Y`g-6m_I8a!gS1PgbP~EG4Q`~ZiJl>Z-8$s@vdi(E?3(bNl
zF<9wev?seoO9!=3hNGIoWXQ}6yfwxbpo#5qW{LEMu2X`6bZ0@ytok?o{azRA;9eid
z#|Z`bZo?X5$gl{?kFt{*IzYfKrw&`#h~7_^-bKNJ+li9MsUofXUu>k>=iSyKUPy-4
zaiG`>xeTcI@rV%FyZSlmb3~ucBTr^i&~;DS+ZzKRVx(CUGU3fr@7dqnY>Swd$xrqx
zljNwBJTUzOs`-uqdsbe_h?9{e-V_xO+Z3JP4$@`MG=h@Y?ai$le4uJDKjyla!Ryc5
zeHoQGVn-u<<a&<A5}2<OVF(LwVXn!11r17}g~c3ra4%wkY*q5QH~S=zONM?A@<eMZ
zuPfRtu&Oi#I28CO#9YJ#tdEhR6sOZ*bJ!lWvWzW#!AA}o+v(*#kmHXgj$!Z6Q_?fq
z*d+f1Xy5cy3+yM&jpRpIQi4XIPO5kNxbR}ADFG`FYrkGrs=xj&=3*DAwaGNgEVHj}
zw4~A9ddbKpX{04q5l;F_3suULy{`LZd}<orNHI%3Di&iNC0-u|w;ARGd$DnP+^od0
zi5rtFc)`N*(mvp43o)r%3tXu_7d;kE)yxZe%kI;cG*0IrEo`!MZB2OYFf5lWPv%mN
z&gGB~=m$V~KWZ<NaIMq>ws%+CR7I<`|2|%#6>no)pMk?w34x3P$84fd)&6P3sYhFy
z<}$Z|micDKX6Nd6x(eZV?Jsg!nOuw*@kX69R_fXOHMmNEGT7nqRpPmv^R?36O)lJP
z4)p#iS&tt3mXn)oY*y$L5Q-ZlRAu`qD+)fu0l=!2v?pw-?$%bHNSW)CPnh>k!`r)~
zOr5UW^Jzcx)CPstj;eGbPLyrn=ir54>cpBu1Slkk?O4y(1CJ;9q)oNPGML_N;}|61
zJg)nuO6Ld6X=)Zj@PqnOiT}9GMCyz}vxD1`@1cj{gE|aIyZuQ-W9<4fk{K?lc4+u9
zeNl9^r%y7FShwR-)USt%2O(kOXSw{q8C`{e1Ep&2Xhb1k3X&=!lzDZz2s>dU*n|sB
zCpHV7zRIo<-m;_eD?&5FqhSM^L?dONW!vlNM50#J6UbeuhB#~Q_~0O$CMNTfTqBFR
zK3TaN`_7rfmeM!*=?J!E>ZBz2d!;Y@u2_8QhH^U!>}eE{qB8HVEf4&;akmuGv2#6z
zX<~2qXxp(*R}7EKax_|J96s+f&>fXm-hkAbU>cS3G9#?mu_(!xhDoRbTNM78l1?b0
zA_v|VyWU){6cT`%B1ZW`cMCVjM!OTlSj&QfY~IHE)?h*84EfGBCIzrE6^x8nX*JA|
z5290BZi{MPU~WG0y(M#ylpaguOx)9reb8+$N}S8}s8jI7sw-U$kWv~NWUc6%J`7&&
zNZ(4yJDrNqb)O+cBIMDfOpp6wa(M<{-JIrc<smP6(bqM8Y(Zu2_`Y3nLZfE_oAxcX
zTweb}Qd{kN7L+)HZw<dI!55||Fc^e6gmF+@((iK;$fi<o`q~P8xw)SFNbrt10+S8|
z^QZwMEJ5l)7OSA-n^GWU^qtOu?!7grZ{MYQieivn$-fSBOoqdRxQh-iVsOkHl>*6e
zn3F8iJOGiA0J-A#I+mWTK$~y6vJsQbuvUej&%)qsCX*~*$7(-xQWGP)Wd$$TJc!NN
zUudT>WQ#+!esUl$o|1}5*B+VT!&A$AM0)wY+>xKiOEfhuH*alQ(rJ>O-~HDb$WT1Y
z=)2y7W0>}ub5g9Teu}-P1p!DLT8L!pd_o0T`^HJRp_T1`<u2KkC#3k9eRO<jsMuQ`
z!?J+h=yot@UaTkR(SuRuZ#>R}XbXy&pyWs6WRU=-p%Rpz-hS!VG*x9WBfw4t+E*<1
z41am2izcjck{VC;eZTyyewh&bqah+1MfX_MvzsSF;aMSQ0yaKf%nyb8#?3)bfQyau
zdNi_cCIj;(Hb$!ZmbL3#y;=2~N(=pokh%n=vwe6+JdMldLO{%unFgKpX?f<y-9b$q
z*w%89++CJ0mG;W1XwBD?kBd)T)j)ubQH=m(I<gZSDZR`am{R{NMRK%PlKer?O41zB
z*{VK@2sqZ2%&YrW?}0$cvirA~vMpabG0SicSzB2HBv%j)poMyoXUO}SLa^(v6@jW9
z7*!OA_V_M*Cnu}!`q-L(=usLU@SXA{F3sX0OB}c;=ufb^?VFi^lK}I)KN81_e5HqR
zWQQ>sc@xVG6m74u&pG2T1)>H71dm2{xRoA;bhG_=Cs<-XTlEuHjr*#_&O_<JD=P&n
zm-`G=!7S5^dg<RH!Re%=d}23n_IGbR7|&iF%JC=luVIE}l=wVwQY#OQkF`U=XP=yH
zx;l=I3m*!ip}@Eh$mavwV6yUvFYrqk>wVaFC<ic=WxcwhU_Lkxfv=UFRX1s1HV1Fy
z28fV9v6!G=O|AjDmIY=yC5ArBJjam6wfmn`s<}uMc(;H@_u4{`q!guI{BeDKc6)U;
z;>B}GCW{-sCo7jsW-zZoQY)mD_Q8A`y!+^g*f_SnAnI(Dzcbr^UI(*Wwb}*GJt_-!
zSW-7?ka?<zLB9yKwEl5N;j&v_gA!K$0eyrL^ko>w&~C#$72cGWijb9fYAebSc3?&R
zyWU}6KANHuL9ZhxbGxo_Vlje|PEZxf<{86}6SaaGZ#G%AlLow^w)6m+57RJAA<J{R
zlZ25wZTn6QlL!gtO+7S+P22=4265|PBW{Y@;DaPBE2fp8WrPb0Z6A3054sf*&e%fA
zsrUZc7%uCxCb;1jcnmcx4i3Xlg?cNiQB^<?nfWwzvO=aFLUAD4NXaAL!SZrl5DER_
z5HEyLHlDE*yH^cHL5GV!<`>_R*lS2w4-AQ%=5w2H+vI2+qU__<agQ-SKyED#>AYIc
zoL|ZiJylg;rXMAFFRUVZfVJs+rRk3|$A`sqwUTz?%=F+#3*R{H@r#sQku}r?mtUV%
zI|2$r*<0+H*|T<FWP<W`(Xf}ThUFSfl+xQWdy8-~wN;v^F|9!{2Q1Ut0xKdZxMZ>|
z0To$Nf;^2JqiH>m*aM2I0dE-vt3Ru%e=jrAHT$tZ;z#8l3w;k_C83w!2~HWF<nb}g
zKxNSwI(G07DTnMRHNDkfS4`^O^7z=<!7ACXuO`bXDUl$<xT51>SxJSV4vSqyYZ1OL
z|7lxa>{YJk?O(^l??d<1laaFgzK@K2E3u-*BhRhfbHbqh09M4iL$J8&nBJ;(T;-{N
zRDUMAD#v|N7*`ldN)d+E$pL4_Y*Z?Ud4A9lhdL>mFz7Z44xYDOA&5HU4v_-9@DqHn
zy}T~v@^_5q{Kl+L;LTZ7N3~q7H-?wDKc4&x1R}&Atea_tqh2aG#S)Z`?g5WosjoJc
z*qO(MrRlw*S(+Dz)V48%NlDboKYu1Ue-lf2#R_0JjhTD<PVL1+xQU6r*0-C}F?6tD
zO|Rr+Zj3{|FlEy(X;=ha*nOGt2xIiL(nqVpzTto&o^ZuMRDY8MMjd$^V)tv0RsH<S
z1Js9S`PTehRp}Nh`4~y*OIRbE2@UFq0DAIM+b~zb`~jAoOlgGcRlQUno_o#I@8D{I
z{lAA*%7;Eohn$T%cDX#u=V6nUv91a)_f&r%#>Vevd=NA-07agb#~s;lLypa{gL2(y
zN`BcZc<Cu>vOmXo59!S>kX0QF-TYNc?IPKdH89$XNi8WXD+ll3-3^j(LeHIfg@Yz!
zjRH8-j<f$TsN0y5_H9=)kmxSh1vZXX(T6?pHn%Jw1hRn_OlDa29~WK2D!Hiqe-1RZ
z;Kg!}sVY^E?E=jrg~%_hi)5Qi%NzQi>$i#5uzX9&p>iB9fL~)nD(Rmgv$^>m9SFUO
z=}pruWNLiehKU(eOJskkyLw$nwi;5?A%cY75P=m!S^MOeUdk&ykgPc>9-X3%06Ftr
z)MAj7*i~70BrzZt|9Hz;_TTh99y^EJ7xr30*TY95=}kt?)|8Q*r-$H~2~l3i;A(VS
zt=QtuOcOehgA8JbWoOTtLMG+|fdk#?gUOxJHcm)W&Jx(&grtz?Wsh}#ACaB9qlxZG
z%vzAtzLW;Lz&{4cRp>O+gVL#4K~RVBy~tg+VqOc{`N+}sArDRe(Ueh||LuBuL}C|I
z5OB2A+I5ry$1<q>oeW-awIqYve?)j-#}O_7-q<^q^?@lGd#ltOguOt|#|K=S!pB@b
zb}rW}fr%{<Oub9(O(74&o2r?eR|vA4{!_Y|DmvIvkz|O)+9`^s=VpYs4;X!KwUZ<x
zM#;y~tGQjP+L3Hfc!jfp;+`g_i_{waS=t?Dz)_JJC48QT_~y)G1I_Lit=aA#Z-5wc
z5n~Lq<lTawMUSSVOAQoXZsnBEIF)kH1S%^+-RUF<0JO$R@5u=oJGf3V8ooVi&B|eY
zmnChmCZ|X&P3G{fKVr#Wo@HG|)c24cPFJAQCOpPQ0^@JaBvvLPh(8>$3=vL+tUBfq
zs%4BoZ`j0W+8#oW?K5f>kt8%Q*>2jKt#uz}N*gUK5J3Jpxr94FLOQG*6Zg)%Hn^zD
zy`0YGKp?}5ar@@1bHzYbGzYUS`_p_hMI$ya76+~om+^z>l$lgv?@lp%g9VM-0Qbv~
z=VD4g@b4iGWn~e7cLkw|EEKE7fs@b7(8pDnCc*RTfSymJtHz3SEJPL<?E4+lWg1a|
zky5zP2`yNjpNfag+0aiJb02{5sXc6h$s0bIR;zX^Q!*)VMZ#e|d}r_2wGee3<D*mE
zZZQ`Mbrr9cVk?ziXk!4cRBMT^d#(Z~pNb)(%*S24fxh`LNdb9>zY$i~^KbkqRJ}C~
zj~<*LTyIlp7f1qm#`WW7yYvL(Wj(3F1QW9`WHlSh0xzIkM*z&OL@sC~wGbOh?{42?
z=rTDB`xJ}V_i>-P#$^}Q$@k!f09u3Xq;Y;!N3?Xa1~2!*j{xDT$0kawA(;26yuskG
zSt`PPlakI`_kv8jv?o>7<t#OQ5SHxLyZb<5f8Ht+hY5anDCg>^$=-#Vb_;*g=P?hI
z1$&FJ@z?!^tN@cKaYkSoCJ+W?O|{5}*E2}P`!naY>+ee0T?%}>h@O%y_#~*&5xOJg
z-=;ZcAQyrKT^syf+|I-A$9s?mLS0Pu^Q&oVrHskyHuKmJDGTvZBCg>izTd#%z&^1;
zZmTK~73Nj)Qsy>ApI;_Rz|?#f^`=JauF08l*p50sj%aT7yei>jF_odp?h(<(iit#4
zOQ#W{=8D}_mD^Uiwm1$Z+M+vDDtcD50>jes3q~(Jvcc{Yw_$P=54izfIRw}c;H}F4
z0FYYBW~M~CAcpxdhY$NlN=R5e)5t3WFJ45rj~#%Fr)IX)<3zp$ZYAU1F>PZX!N7c<
zp}d&MaC5CBLS&vllJ#KNOk$V5rd||+E1J5PGEPB@VMm#i{6t9&<OVhK22;FzvR+B<
zWBJ^`59(m-YtgUJ*5kZl|H?0{Bq;U?UBDjkai)~49+55LoS6N$fB(41yR9`qsSde*
zejv@`g_Yv|FoM>>S7`(Qtu3Kg3yg7m6S*b<qsDkm_C>|8J8qQz0r;0Ws|wfnAv74H
zQ<)7m5X>{ZTS}lUz0Yx(b4Y@H!`5cHwVQ#*u^TgBQ|A%hV^MGh9=6%pLGl4C2@+L&
z6OR@3WXau=XnsP7EkP8P*sDcqBNDET&mn(LNF~#9hFkQP#)P6#D(`EsAj-vk(2rBx
z)jHn@cL&SdkxOykqWlXIe^e@9v$#mudND0X;arPJ8!3+uL%0Ido>TEs1`?$Joi@+2
ze#H-_SQeX31SZ!RrOTV#V~&`va?ivq>(3`2m?{dR+{l=4^l*Z<ffKD-M{9|`Du699
zvhOIwiqJ3Nd@J%BfPDWv*WOe*9!S*17jzh$#Of5!>R2$S!eF-n>m4gTSvRA|sCJO=
zFbNbOH~!mlk@j=xY%DXc#Ep7&XgZGLaa@5`{-ad9B9Q(@OA26*bRNEW!|sy0osCy(
z<H$~{Ur?q5K?UA_&!TM{g&|S{l8>1@q+S&dSweF3*wdD<<jwF)R!{}1L7(JUN4|Y=
z`__hlE!osM(FJ#lp5<VAu`RyY9fth`Zq1qpQ|4+P`BO!CUN*Vc6+d^R1uVfNr`WH2
zEiSBn<tY|oyG<_~IDvOrsZIQJXC1LVBf0?e>U!;wI((Tw$VQ4|zveUp)p*@AboB#>
zR#x^)CJ$4;Zs5Js3qF)z$0x!-I=a_|GGzdAzQg(&dB1XUBN3GPnj#<G*ir@GH-Li%
zn~ulA@?ER`u;Y>7nb8ZxUF`?CFfWq2iblE_0|FUj7(-<|%~V?+&rgO@_bIF3a)srw
zw9W}p?Cs^{BUto3S?%#e`P0EU#{~l$MyFdYK-Yz>e~kugRBw`#hH=+fk7g+W*dt(n
z!B+EAS68DKzDd^d{(Ef*hh3+>Ugvugsv19Z<ur1u!dsrU{6ZP!kGr9&b;^LUt-3C}
z?v}197FKJ?%)7+ipbT9VAH<#F6#?R^B0hFNm#N90KwX5PA4RwYxVxo;i}|BibPw<>
zMhdL`BsjIV$?z(Ih!uP>4pl#Gb8%r)0D9KVL+_qWm^4ZW>h#S3y{aAO(aqt-e9Cup
zoNQ)Aws0}OfDhVU-CyIYrQex-uAADUX$vP<ALLw93O+2yUs%@M_+UCrnd&oefJ3t>
z9&&+AWhk8<A4?8S{2TAi1x;3H=8L%P(C9M4il=67o&8*R;SUyAXeF(5R&`SPInTIn
zf$yAi*$}Cv6~Ex#u$=NbW=fp{KeGi`0h~NSTp_=Z>lf$2IaJvXsJHI$I##^lBR$$P
z#T{V-GYw8{+J177;}vp})1TMZYvd$2H9Qe&zHVxD2Q{<M8j{tGbdWES?!wqW=W|$a
zv-ty=lIAVXNj30Ztq+7d%Pc+m02UM<LIe{|Fr)8S*j_P5_V*iSfTHZ_+OFfXCHd@H
z8<w|ZUi%4kVha`oD}Vg2Z4fY3@#?vbw)2ZpZ1lJTm1%TYX65V_W#IVStrLKb6v5IX
zgAnz~W1p=~S*=j!`IbtCU1==5#^Uv9<K%u$o1yLAO}J(NIznzX2rYx<F-QeFZ~Mu6
zDbUdB@59yNFBGqG7AATzJxPexkjoQ(qN!GJOt<D?)UpdE_sZ-rT-nUz`?6Sg+f-89
zL~nHCI$Wk7pZ^wZHwg7n;i+`C@6*Y(kvmRpq_WHbm9hJY>r4o4{+3uyaB0utrfE!1
zPqnx9lDcuWne#^YxeS7!3rPk=^TQHvs%jfO!AtzV%6I#qgtJ9}TJTkJZ+N?bC}ozF
zUu?V^9$ldvA0ne_QKuYpy_yz)Wo<#wX)afrRp0E3DkM^HwdZ>(KD5xUp73|5LchU+
zQN`k`HyKLj+61q9K<WXyy}@iBNXoaVmIfa3(bg9ML-Y#WsNC-81Y$x!5Fy~k(b^PW
z;-X5w8ix#NmHN3ah^mzL)Zrs^hz#sFb_=LnK*zpY*=Wmnu6aX=Bq=5Ja5UZBXi|#u
z+G+q6BCI!!#p(}sO;pp7A){~%t=xLptq&<;y2;^>BV^Y`wpmBOHF~4jtXi6o9|8>b
ziutNNA8_vI|8O!J=5J4fL>jyTQ$q)Mk}ofEtaD9fw(AkbXh}AOJ+vYbaBdfa)+pdV
zRTW(C{@52;)B2wtQaRDhva2pJm=<dsG10{#XBO0&%c5}{OQg}HG2!PsKx(uswaqf8
z{^~Sh*3y*UI6sRKK)A0|rji?1J5UPpDY;&uECou8ol}e`K$mXYwolu(ZQI?aZQHhO
z+qP}nwryk1P5ztQ+{`5NSgFT)s{QS6Eh3L!9LGB<>6uS}Wjw_e?&pkZd}0NTz&@FA
z6<Kr-70SzqhoxR>_+m-Jab63?msI&_^Ry8kvhFR}8U<kYV46I)@#7~ZW`{h@q2i5#
z688O4F~#vjXi-4AS-^Z>No1cc-Ozz|H%=*C%0pDLKE-}xhk2fFe|<)D;f6)$L5`FF
zUiJ1b7baD7^K0mcw-?UoBF{qEP`c}=rjU^f<WWBLJm*Z&>o8u)0uObA_Eh11=>F!A
zy`wmR-%tuc2l}W}6s(#K5{RTn-fH7a1>-R!mq`SYsh65Nk~WcWmf#z0Zo2~zuuDK~
z373#55hg!3$Z#{SWt|H=1fCkt#n75-e%&PIj*>qF{@{ap>wu7@b(aJAs45PB+_0@o
zXQaZAkPf@0c;jO1FlSD~!FJ{{q|@R_UpL4_2Yx;o(fh~fxy_cz^$ll%sMhkOKgejQ
zqv``3VyMdf?nQT+{OiJd#LBL(CO!!T@)Mb$B9p_f08kUGi+2Aa6HCYY2fi6;=S%^z
zLCfeP;Dt}5j#gY=Wi=o_zkczfXvd!`iMoG2JC2WJ53pyb;ft0D;TOk$7TMEr!S<tt
zac)=VM*X9oMI4g5UOWib4rjh#MGdz}lcBR-QKaK`2mWE~Q<8a}gNCzMpkvDeqrU3Y
zt@qaI8FyR-nON(*SmT&XPRS1_((sc*yx{Om>7NZ4yywPd_*dwoWnVaAsK~I}H?&@+
zJZykA5Z4oS`lX#Tnm3gO*@P)kN-j^~T%!8KmEZHWXuAq(@OTie)aip`bfBg?;#OtN
z8c1tZ@4Ss4`y+uZPHy~>qV$m>Yvx^c{9W-HF-P)lfudwr|N07koybq0j~g}`)Np0M
zYZ!$4fGtM#GH@Ej$0tF|2UiCKAKr`54ugZokxjrff2a6|OS;t%pv@*&Ch-jX*rQ4b
zVIFA_r!{YK+O3=@&6L=Sc)q`Ag|!@Pk#&6juU5R;$-hxGw~Fe|JrfJ=CS_9i$$4)n
zHOBl8=cX7BU2MVi<RuR?%_#nLB=o7EQC~iD*Q<4>b>FEmiUPEV`cHMk%!2>fY#xVc
zTfVS61h6z}2KuoZGH2LHRS*5lTj6g$2;YyuZ+t1zPi}#bu7lf3f+Ibh=}5E4nQHSW
zsX$j1zmEqnl9q@<p8X;X&s6B7OVRt^EB`Ab*iBe1rA#NMTE+ENu1gz(^a8?(*L<d{
zrq1pLZd3V@!7!VfYhJX8r?IjhM$K_(yK%k4*WsWN1l!_v^$-87p=kBC04nQMuQVH{
zetG?kcrIsd&76Ai)o#1t60j0)lip@rAUTQ`-c?A_VU$8CL|MK$PO91sGQ9koJeaGH
z<rbv%*z@HjlzEkrYQ7#X&@$l=g{JYv9m+8L`pL%+*GBVEKRmvgdX~UcP^!&b%28Fz
z(N1YsT~*qwe17pkK-AWpIsP~5ZD?85@{NAO6q91dK)oDxqL984y5p{i{I~$0!V4%I
zwX!O+%rk#<pmEytnCeJi0(rKk(X$lA=CV1NiNU_X1K~>>Qfd94E_;&N@(+?R<m;8&
zpd!4Nhx{`5W~SE|5zHz6-ejNC%}S)i5s!zJAi6mxpZldnNTjV^SrZK*E}T2q(lSL?
zb9@dGmK;%8!K~xVABQUqWcH1bb@(|f-P57-sTcAo@f?9So)mA4vTE$_56gxYpf(P$
zd`cBgZgm>EncCXTUq5^Zz4(~&whWV>yejc}a|>zESv-(p+M1cEAOE|*G*Xed7a+Lp
z7my(dm5zt7elrxu`g!LUFSYQZw|kcW7qjHhPjDYpg=J9jH3mf_$}h`Y*G@JU!Q)lT
zGG7cHb0(fb;~me|;4}VckGD^{Cl6Ad`+6wz-`sLmzQBI-=WOD!_nHF4=M2sD{~oGc
z3Y4pSpqm*$G?yVDSZ4PW(?fo*ceSv4^Ikb4j+s<=rw!O#W~>u!X_xr{w`{|p63=~G
zzBc{XlkTR}OG1ktc#-uSvlF`I{fi8bCGbR@s?~RJ>371M<##m^(7XZ<*#0wiO){mx
z7o)aH!lU>H5Axbn`?(g^x^2mC%m1-*^IW|bL3;2h1$`wzBjDR*q?0J_Z`1%0C8B7I
zBC`*rvVL668K$Q`OyqN$k#a89=M(+L+uy@M9sdgVdx$Eyho87fNe2*zu1ac(QO^LY
zr0C#~cWJFc+Z~v!cQ6#Fyv)C)$edL3YMCf{B`q(#z%Y;;{!wyS(<u_`=<?2>Q@NTJ
zi*rj;Hqu!qD%i3Q6e8^1TO6UU=nKiCy-#)uSJ9ddOCdJDGc;0$602&Aj8z>&APKI1
z_&`Wy^M#X<`ne4Uk~+N5Da}VA0~u~%An3Wn8~+%7+=iGnwP<ng6*lQ=u6^jRJ_X;X
zQIbktvXmsceAH30JY-1>ro^6}(99R!siW=-Rb*)RNEbM+UPUS>e4(KezLxvdb6+X=
zykP@V@%?#C7We&Ea{T!Ib_Jk1BdCQBIn7I$6zL%Yz2fJ&SgE=0IUaS|1Sj#W?59>;
z<WGR+=yV|r%+T%BSE805RcDb{+TlZdxWN@)vCCiVmCRkyQ0?tNmA*9P1nfJWZ)Mgu
z`o3*h`(rVEboBd<()|;YtVqIU_rkEa2}>pp2U+shm{(u=YZ^6~v4;N80}v3Exw)<A
z9^PCc<pgr_A>0LJ_ovKjog(F<D9K*5O7cNlxYfCH8rgGhijf%^VqFN<{im>#*L?GE
z{OqcSL5GcaR>#{*4S&&+&d$p(qWy~e#lArfB`gNg#E583YWNm75@wWP%1fk)A=z+}
zTtvvmj!+T<1o$K^;&ho6aeE*OrX^bskoq~6GH<q<x=iJIPLFb)OjEqB;oHdq?B~Nm
z5p^@P`NOq_1_a->uQzCscQutyywr`GV)^Y1qK;4cS`+*oj;tU1+MGflbu8Kg<6$pE
zsAf8{rV`e%F&-toB(GC~FagZ3$%oAxLyhvxsSLFj?!E}GYw*cJ@oYoH3Qq+Xq@=G4
zjPzW5p)$F4=T2$#O8#isZNgt?w9?pezviXMX!cUMw{^Bn4h!I<(Bx@Dif?*^6F6D7
zBoSESyQw<$Jli~W?vw^Ag?EPCuYs~mfBiKxn<%-fYZS<+&My(tdB%@YvA!Wr9dTrO
z`(x>5z$!xtjp@{ib!FtRvE}nQNlJD6Y?%Tom=E@k>6QwlBdYWhV&8+n`J^cDp%>*~
zWw!5*X>rn<O2`AruhfFGO>4Hu**VbuN^ZZSPq)_#L<be*=WOX$Y-E;}v^RC`uc-J8
zT*y)oe+XA&m2FVFW%!4%K{XD1Y`G7XnujQWtneLiV+l7uk#B^#dAATgBTTapn7W0$
z-`!#sMvBtka^bmJ!XWrkXIF+*FoOUFC~Q^An?{PBX1_{il=wj75ab~|7A;zof+hfZ
z(G=}awJN+Ou~Vl)zFW4p(@qKL%LF-*GU2a2v0`I!DQH!2pXEwRh?YY>PFcYzDT@}n
z8WpY<vPTd4M<eq%2dl8V0;+c?aB8M@V4Ed$Yz68bF<7nX3j}Z%wP;32Y_EBW#f`~E
zYbMEWoRdW8neIu2$_AdaKn(hJz{gbu02n!8gtT8(Ft0H@4pJnwDLI3x{Wx}~Pzbo(
zF>0ec<p!z~jxq`<KBr$~e?*OOO))-d?`LwJ3i+BLa2LL$f1o-}9b84Wa^m~X!4VbR
zg#z5mwuV|3ViOTovXn2kiZ=5j^LfX@S9bUUQwe6lE$#>>8L{xadcQ)FO$U~u?Ag;T
zc%U~+8snAu1iDaqRw+<^<0}&bz;#+=F%np>CU^&WO#kp%5kQ8Vvs&@J&tlWuT{Q09
zG@bXKEHos4jlEF445VA#hKN-|v6|vkH;%*<Gkw$On`!Q0$)gr-?AApqzH3Fa+moVG
zKIEUwU%(+g|2Qd1+lp54B1@Z0RzzNkXldsu<E**GBNX4b@kNg|I->7<)m_}LXyHXR
z#tPD(goyOPUO^O!j|F6HG+Xv)({}p1s&yj1FX~$3I?RLl46AeYtWXW+a2+~9T_OZK
zdjP<0P61Il^+~G_p2XmdL%cummsv8xCa#O<dcWIWa<Ii`eT!5AE+1$j62=O1@+y#w
zv1+?f`CT+*!12Bu;L#oXe`hs=R}Bc?!P2Tau!dfc(<?Jr3(hOc4AK|1w1B0}LKHzs
zbF}T$xq(;ZXus#H$U-5SAV3rYI9T#ZFL=8%a=ZGSlhA~~oP|A7hd`z-b2FDRd-q&F
z@Yj&ZE^1%k+|KqPAe^g;4%KpJ^=w2;L_p1{V?^Xi$hM%>_UtrOlD75?^n7TZ0nv=Z
zkq{16&ywfCr1q$;PkW<o`wtiYRU|KY4u61@b5gSQLmT7i?|0O{s(12U!%f4dF_LF9
z&ua~7R!(n@x>&<<*24<P#t9L0A<r5u#9cIcXL-|Lj?i#%p%%XnVQyvcOaPj7gX|^Z
zu=m7gsZ*+x*%A%B#_3MAe~Yb*YCbmPD_d#*a;+<-17mvn+oGKvV#5<dsP|)G@eG14
z-E83COK5zZdt$Q8pt{P)AI=vhxz+H$JULGu+EZDp+X@;JGdhT5{@_fOn#}1)<}TTP
z!YsE&4%L3KoW|BK+Cqh!**~U8c$*hJn-}6(Lm7hOzcWatc{eE+@H|~adtEFUKd6;U
zeZR^#8-&VDh||pRLmBH}{IL=xXAr6Bqoknla0#4&V7B%r+LWB5fPyB~^FLQ--yv@$
zwHLUfSOXMdVYc(bJJdm9jf>7-h24^xN~>g)XQy5;*7ecX<UNiTQ!GpCDA1=TXZ+A+
zYJaI|PKzPH<6=3r=;^d@xtk<4zsC$dsOD-jUE^21nn7I}w#Sur@U5J@XC^P^b$zRV
zbkp7AL_06K^|l+KRWmSL>NEg}5rqfU5EyVRqTT=f6P9314|u0dt~IieQWzYI3@AgV
z(|Vzmm;zJI^cKHm^$qmq3lgD?lR{rMEDs!$_t)CEDE1q|UVOY^bVVtu18(1lodNVU
z{P0(ClTZ~q;T|*5G!=98`XJz!2j#Q^ABz#mDkUv|uBrPpleaMroL{2wkUd1~uwH*|
zxalj#pVV;AAFH(gs)V84&fD>7bFJJ9RChtf*_ADov3OZ7QP|bBpNG8Vt)?XbXo@Jk
zMMs_#Jd+aVP-*rBm@3rJp8as<rpM$G)z7wBQlom_T&IOSlwE=b2Cj>pq&SABebS7E
z5SiBpHTq*K+h&I@uy=)?ESK(*b88b4E|F+n<d;w}Hb5t{yLc`5LQ6NAu&KC!VSRWP
z(@VX6N2kMvT95v=%*;q2YQ5R-(|v=iqd11(@B%xj5kzb4itzBh<yh1}v$wH}*vF@x
zqNw$U;fMozkJAj~=lz=Yc!N5x*c7i;hkpa9OI2Nsx~953b5wmC^Cwb?9%mn7=FQ0c
zFZWleFNQQv+>liH7^&}DL!?HE@Q4>jA$@yYaSz`$ck$IW51Z5vhBIW-p5tAY>J;HJ
z8xgm&K@s9Y%FRN(bQ++MORiPwoXzh<o0$lXXV#FyyVYDXE?QzN%}KH@QdjYA?+I<G
z<1F0o+12_&k(Z}pZ__H6C)RV%2xDqbrHMky9!v<fS)+eVWU;Hy4}bHuWhlg)<u&wv
z3$7&+sb6!2%G(4(23Ug1_{miE-o|Xenw$Bn1#z(uDG`&bHy#w?HNV5QdSIC*dOM`5
zGfofAVM_JI?#0pN*r`O~t&ezNWuu3t$AVtzW;15o7zP!mVybivvosJ;R)^`7t>D#p
zz@tyWJ|IhhA9gtB4r~MXpF4De3_KF1maw#T+q=uEya3cNipa6wTymjwv;wu?Y6<ol
zs#8&YF(P;mSaOn?<bk*`En{pf(GGQhAvGzGpaIDr)pO(A20o^mvUz)6RRwNoxlpDr
z9L+D8?&7)J)1d0-ZWk6ja96Z}F{#n@$83V+#Bds*S5IjzwsdiGJR0DLDw5BJc>|v}
zS7b8IR7@F(KS5`gP&SeUkpnj0D>JB|KCNlIDdg#R+;4}(nhqee8gkdVNt97e{Al=T
z?+;O1Q*FW>7F_bpwEhV-g=eHC34<|_RexS3yzSQ9raBeQA+ZWTs}O;0Eck!cA&Brh
z-&5O{9&Fpo8y+yZHu!8n_6Kt$%nlld-Ru$IDeR1cU|IND{@j~Kj{W(xO9$C{*AY6f
zLh$K~)=X5ONLRzCgew9At*t-hc26O0U5()h$v?rl>L*7SR<zZi-8?;_ZV|C_4pdY1
zNY&J<vX;xim&Pwau4F~{%YrMr{vJ$^o4lTMd~^t-(gAdk)r|RQNr5+0AMR%e^Jx>l
zTbe#KK`rer58J|LK!H*&H_ds|ICQs@$@C)$E6)|dqCN@kwHU#M;Y$rden~nG$0+)E
z)T^>zFySlr$E^K~>VQYG=DfPegMZeR+yDMP)a*78guPg9A3GV&&gFAF_vpQvgvar3
z1ARDfTRZ0q2%qoyPeoU>c?)Ji>RV2GGXMTvIj8qm_Z(|s^*Urm3p%nX9@`7IlfUR^
zX^h8yzyaXmrkk4$V!lxI>&I|(jkMi3_7s04@Vwbq-7~E@3V4!C!!@IZ*Qm`_L)Mvi
z0@wKr4qIdHD?yufJf+xNdk62EvfKa$-Vfld<Vy$7R=4Wa)%@{@pi)unSxZ3I=pBpC
zBDB^g;11%!_tyK{b#vk9%q*9oGNL-0rkm1h_ON?m>oHzf9;Z^gQiuyTdqtRJ>45j9
zI0hH8=vq_O;6y{_qw>&_Yt&u!MQgFbn)*9GWfh)b<(PAZ+4Gj(1rdk8r12ItPFAD8
z=b9gD{z8XvW?z&)ZASoFxuy`H_n@3w+;ylP$x2M7bAumL_gp}g|6&FRMEAAK1bKnq
ztRX4+hu#YRJHM-zV)g4ZtR=W&_#THtwV)wV96+Zl&HBi*`T2Y%h_BEnRa_p-;nkKP
z`}yrdgIOCY|H0#YcINuf^4t0;Z%)55b+S%H8d`;AC+d4@H-b*MGm^_r(;3f0O>w>a
zC6ydiTFz&kyF)=jPTb4`3ZCAn!*=K~1sl0}n3;6%n_4egK*1MU3YR$j1;EBiw3C&;
zMVA*=pE&b}C_z7sFBvv8P=kwGE;2NLr&bDA3nU^>$}{zZqW^?Iex?L?UI+Bf(voA;
zkhZ@EOc6P@YiEPx8CNRB_S<oP?a+e`3U4P7!&vhdK{%yE%c`bZ=I2hq(Y=0Z<jkC_
zm!yinuGgJ+0etFD$s<<nLiu(8ezUwUC)4~d&2C6HoW^X)>;{x3kY~x2yi&UKpoxU&
z&;dQPcO1$viAfm@kH^(exa4XdRSAX(Yn|Z_)r5DTofLTWqsWm^S!S<p2j|)8%MG;%
zU)Aab;%u6d*XoMLeAJefq5xqsB^3<@b{e$nhO@SB-J^zg3M1VeFTVWqRYdmLa<=@0
zqAns0<)9+L_TriQNo$PI4YYt_V~uQo2=rO*V+E@yW^$9`NZ^jfFbvd_E9?AnlogyX
zB5#!Nsq3zHTjW6_sNCKxfoM#)C1+vVLUS|mo#1%;M0H8i!)kf{vAJQ?WjWlL#`JeE
zyB$gL-BXOAZXyhZh-<N8?(=q4=rUhjO*!IQzTUBd0zmi~*b}f&#}nTw1KNFzaa!>o
zTeBjMRI|(VGxLlTAZEvW7Y<aV8KxT20)E+jZ9=d-?*tZ>8BX^xqqbLX{C_DTvuWo>
zG+aD1PNo|2H(5Lol+W)uf1m8<4x;hjufXCQ|8};i@<A=(hj~$pCx~&r1=zxA-{_{1
zVa!EGKQEtBYniYIT;0ATxcj4BUahM&9~5GMe>+X(8Cq_&EM}QZMp#G<?N&7C9Fj^z
zL2|f9>_^I!LLJU(i4DDkHMfrkj5<2Q@Gpa$`6rDdUPw{$rX5+cw>l{KX#oNXE8Ye2
zfovzz`vOzwwbSHPbn0-qSovc4+97$AiRkdZ!*4o&Xf(BzH*^|%E6Mg;cqfnUNI=0g
ztO|ddvO?J}^gMLb@}0&aZZP7JVvQ5YQKTO;1Uzwcm839^uYR|b?L<}XJx2DQF<4nj
z%^4RXxT@`AD6lp_K4cyd5PA&Lr$;SklLj3L=)X8#a!1`r*|@E^6uqhTwTt2J;<I^m
zp2joKskE*O6VmVFtqVS0cF4@RTphLK#;s`Z_v+&)$37ZK-C@k*cR?u6MfxZYUy^}Y
z=~le*x7WsvM**#bJ*Pl!oeaZ*WY`fi$P*7rBa|05>CYP6pwP~!Ko3klv1o{lkKI2s
zx7~sNwsuNy_hVbU8)feuMcyoY<DzIt8St(g&RV=kA)2k?j3#zd|5m{(!C4qr{L$2a
zkU-P&+VjZ?Hgfl(^8IK?X>RVE;ei3{sLd9>GI2^x0Tcc1#_w-U_L}#pmc{Y&Eq3sl
zy+StTAHwZb4oP`tyvs6a%AjY8F{G)Hxya!6ufUG5c}EZ{WR&In2h(5Bx2$Ina%83t
zfa(=_t>M&4$n*#%GR&Ct`24P=UA!k3g~hv9AEzC|8I0D2Dp5EM#CYcdJ7WpDBO^QP
zAo@kvQsAO3$5Tp&5gOmlC-_CP?ZRd^Hm}Q~xnNB%+;^ha*C`!uGheP}1f<}uc%4$?
z!2T^4xYZz-v4dpZIUv8ARSP$D!wk1SV`<nHauidP#JM|Au1HGoJ!2kARaUfQHI*q+
z07@W+g&xt+43CyRx%JrY?p)U2mVt>{z6+ZJnUJrcgLV%jX8=A;ECyaL%?_Zt((1YD
zRl?e;BuxB!-==r|&aEdxgAbrpcpbHXBfqQ|_=hX7Zi%+aG9ox*KHG3kLDm&_Kv^oy
z@uf6o$h~jOTid7Gf=v9->|~+MQk)YP(p%Lv|Lbyd|BIuP6N?y={Mo6pMWOC*2*-RX
z!|yUY23>Cq4&UBEL2>z!uzMSW(#Ae#Zz4;{rfPU80G&dC%qmj(RQLg->@%AeoHJG6
zyl!uDWkT8Awv)scN+(E&-FY%;?7oz!o&`p%H2w&Kn&RtSxX8W&Ln`XNZ6d|(L2?!q
zB{CDz+sPMhAun9Bo<3I7Ga$PA54h6O!Q{^1(vCgH)?Gz(i%d=8_mv;8B>v;FRS94v
zSukb1Lc1fAI18s{87wJnMdmj{u*p9q*NUKvW^aulJ5*BEuGT%1T+j0z<%AI&4U^Dx
z>tW0CLjMGv0m<ylaF+PMCQ2#@py`)J!^oq!50^Sxk(@VA4#Eq!dJQXs-Rz&cWs;`!
z3LSWe2lk9Kn9M8iyZ*45R+Y+;7GH~we3!i-#eM1(RwD+ta`!s3S`S3V!_VWW5_E`B
zDWmUi<enctoWMxPBMr7a??XHQI(+5}2&5UINsD@dt%%``F?_<*z-Jkt9&RgXHuq34
z*6qhV(a#~cgdpiYvNTy`Blk<jkD6|8$Yk<>Z3z5QkliIkIJC@t99%RA*-2C`#~rqA
zDv5w&N{#@6ooiO-(n|RI#9uIRHjdo!Q?ygbtFP&b?cY+hsDlp^mTsb^J>mjTB)gxn
zmph3$)Yq{VgEsyusp?Vduq@s0R(L4#GNFa835z6cn@>lzjbx?^$MD?D?34x2U|lM4
z&;GVM9m9vjl%f+?xf8tI{q~@F0WYOWG+(Lf#`s;4P9YIV@#70&MT*Nc8I1Sdps@q)
z@wn=${N9AdG1|>K+~W5H??lEZ!%?!#i`V-N`mG4qv8oe8Mda*QprQs{{q(RT2vn5E
z7Mz+BAsS8ulM|7&Ja%Atu9Cw3_b3motFTQ+#cqq83T>t^xt8WA#sr5!A9`F~x!m}P
z5e6mQ1M2#hoh+z>Gn3|Q`c)ilQ~Dr|YhdBAl*k5xlNnvcjSw55ZqL**?xxO^;`}@Q
zTXarsUKUQ~-V2%MMMu7^!`xkJM);sRF&TIS8OSey=K(5>G&#s-c$(=E#*6+}MP8g@
zh3p&0l!Qvr(y=zlfm^b?-$w+RaVv+lB*G+C7SGJgtFJ@_EO`X*UgR=8^L%n2cl#A=
zA{q``*;3<=%l^ECrte1j>e!ZFU0+VH^D%HN5rs6@wp5RlvNZ;gfeDhk!DA9g;Xi%H
z)hSK6`SJ}?6FULOq6sCsL<ur!%Y#))-|OP$y%>|pj)ZIL>X}dx39hoJpQ$Kwk)8TQ
z=&0rEdQF=+wY6i1GMtk)42cyn>$0S>M-}Lx#d16YH)hw_Cd595C0z1w`qNvGj>RFF
zG^IjU<Gczo#*Y=4jBw&i28MQhQDF#o-0QS{9_y#BB+v4npItM90e0sS3)Jj)Yk0+p
z1ImH2@kAHEf!k7mMEx<?)PRy|m(Ov}-VrrP<wPiM(?}udOR>UA10NP};^d~*G(A=A
z%hhsc_5?#%A@T(a!3((nVj%>B#>AedbFS&i4E<)G@Wx7Yv;VDiodcg9-`2namYbVS
z)ZEI+*nv*eO5e#?*x1n4$oM~^b$m8vhW~3;XTWFp=V1TO1tUHy3q8kw4*#EXJ=zIW
zS^0W{m0&xsiC+A5E<eEO)K5Gd7=|8Zs&8rzpI}>DLR?bZH8lW#n<g8H5MMmZ>+I5V
z#(nm;_SxIAw)xfP=Ck9o1J4Cb8=*IgWdNxl%CGP}7{qS@fF>?01pxs7Bmx4!e<0}U
z3QWEU_{f%n;L{KS2~?!7_!l_eFUW76jZuXD104YnysVQQAV?TM@L)j@X@MV~9|I!k
z11pSQ5*VewM&8md1%Mw1Ff<Qh9Th<qSG=qmM+5V&Ru>=@m5pCqQZnGSm4kl<F(638
ze;<H`e&Zhx0(l<l3IKqhDi5J)luyf!r%tFay9g9?dut1%FNPctWI;6~6Mhd&WE1d-
zfE;20)d2QQg^?fY3gTTU1Au_5uMaNbLkduEEpNL|9AZy&51=`qPl1h;*3J?F$qpF@
zKyeY|j9p;Q*PrDV=nn9Q862M&|B24kx5}3zV89nEu(}E%Mpmy49K{B@&YzPXfO8@P
z$jp@)4*;h12NZ-W4}tAPPmO*F(8?Y7Et?Y~kGd2bU|0FAls5?#=^{uJGA|FV*8=71
z_@rc7(#{ezsF3L2+z9b!LJlz^NPYWhTj*}qPTwvFYwPkh5f;V9`mqwm5}iyyh<#}t
zw4me-+>wazt91%304xkpB&diu7y!W(U}$?n_D&4|7@lm*_Sp7b29{Sx7J|%gTILS|
zUK#AsiO^XvP^Tb(SrPQm=p`TOFE=6-Bw$s(s+k|j5E>NOSL-Vl!_Z0X<Mda&ysIC@
zU5Jk$z+UaCuI~vOOrvNY4)+i2FOPwMyRi%psK^c<$*&XzU926rn*`9C$gu4hB_SaQ
zLdQN!-)Zi@n0AiO{42B^a|;YG?u}|Qll42h{t^$$?t2~HrjO6toX92&8qn@L^VEc&
zA#ZtF>g;#wWta4qFX8v$q4(jdmr2pZ-tMjX^aJ|t_pCog9z3=eL6Q~@;m8*_3g7p-
z5^V_c;^1vpgN6Cc1oUXH1@6}Z52YB!IaK{pa9-8LxBjRV+d=5ZcZ0IO8sQ&bN?2VQ
z8$gt>A2+BEixMI-9Iz|MW@Q}n;3qQ}Kmd>($lDOe&OzW4zzRWpK$j>U0T5!x4)lxa
z<yNN<yULdU;umpv0yMm9J$W~<OJe`_@pd?fe~Umhs8I=`^3(rC#h=C$)d9xl3rh%o
zbe%0q$NtfCnov`lR{S2ReR2^vC9c#Vy!&>XubRR>n>)j>=V8OTsvp`sV%4(e=|>;2
zl&@o6nw?2-o9D|!t>$A;8%WeAP%LvtZDuF-TYoJ&?fT;C?+k51Q3r>zsf{+}%`#rZ
z33xy$>l5qbFiV&ZO7y+hAJL3=bm=-%&7Pd1?$F4S-pE;@_vLJ>gCnObM#r~|zdSLi
zbEb5X#Iut|f7w60798`3_%W6RMnz2pJ<&gd9Q2X~rF^&~vQ0KB>2H-@qdb8pdV<|r
zkm9&94>UTy35(g*ml+AM6U+{9y!nyZBbrtIITsU!!8pnS!YOxt-Abl;jc77^?BaLg
z9R<vJ!{vx;ayI`e@|sO2)G{dHEqQNzBor0F!J@e0LjQSv158&~o5_xUJseqZ0F9Zw
z_Z%5vkjShsrPl&F@QB{r2Gxo&CZTK~-97>GNXV4K>y>3lxLUrm2O;#rS#_}j*NGn$
z4H!+kokNbNIm758z@-`f3=lt3I~b_2nM1BgFr*!&ZH|L0uhW{4<*9*L-r%PL$D@us
zL%Wq!`t!|wG7rNsnpA?5)lqq>B<BTj{A|sNBYzaNc(_OW<@fl&a|Yhys^@8$KGVnG
zy;H$6k}A2_v$KsVq5tV)iJTn7k|`GS3R-WoNb|O^(CDlKOoPUGls10Z+bsU%f0|~?
zXN3POg|h3GiWZDQu47*ypB5}q*B$A$$2Uu+3lx>F2|L|*y!H9kE~bV~X>6OJyBC@+
zvqE0BT1$q(jXZgI8(!RjXfq{gZ<$5*eTq%4oEs!9)e)VA6*}J^lbDq>?KM%!Y7|K{
z$Y(J6`4T1xPNpz!si6@df}jHnMk{zEUtwPCKm8G(a1fxyJADc?(vxIEix9lR!nghB
zSpVYW)4AhZb^C|?@Rm`M6Faw!;VdKv=}`KCDOVL=mbi`B<?ncv^r?p+^5YDZCVP!_
zEZJ0o$M@d~NZgfkVJ7XgHQ)Ftel*XO<|?FA@Iq)uUGjf=o5>!=jnZN}62}Oo9K)d$
zJyGi9dX!OlWUc;12y{{K559U#Vt892VOt5E?TJ{T;RO`!YIGS)b)hHYx;;jvI~#_-
zO6a66tP1rb`IiekduojZ{-6^L<Cd%mZ=PqGZB(}{oNX}tMum_$s#EI}r+JtyfSZRM
z0bAD5mWyr7)y8nypIG^pU0FS`8YMAhwZjGO1}MSyAn`&Vm^odciD*-<0lHpTt_7_`
zW!@Q|Q#LMlr|3BjqzkcB8)fhMQ#ZoR7A5lQqnWgyfcdlM?H*spj9jh?@p#;(GR7{3
zZ>+t6thZoseljtQ=uS>U%O&yBFVMm>$snMNLeFWdtaMm{DynNbdQhou!hEyymFg>Z
z*|u}KC%;?LCj-tizy9Uk+8<3Jaqh^AsKWSqpk@_(YcFLnrRl@q@B1Z2`ttBB9X*Lf
zna>>b)$DR+WVsv!OqL7-zO!u=7!mpj2gl|H-pmE7VGNh@DnT&!FUPodz9bo(DzM#)
zC>sy5BGeqh#$N)8Ysj6%u!~U6RKt=$OxXENw}#XcK)d$RLPd2lA#Ny;NmUY8ciWT?
zf{L((Tuz9f%hJ5Kq~-j6HRm}3%!-Twb(%pHM55Z0ifBX8w|75zOO8Z3?BWdLk%AKb
zA3XQ+hNhQfT2h+|MxbGHR`H}9NzAfOvW7If9{@YoFU0^`{A{UunwY63E12ahR<y7X
z;~wm|HOw)cOi7*wUh8b0itVu<<z75GTj@9TTtT_Sm{>O|K7aD7>daZbqjn%r$W`wi
zu|(^1Oc$0X1)4jNCMlN@&l3Z;+;P*^=#EztFIDb>nzs$4A-~szM;BT0P18-Be)u5L
zxYB1*9S0c;BTc;J(Ji*S{z41%m(SLe1t1;ND7f4D2E~_$`jz6m6*+8YKoS>EF50Xb
z>3E(e@R-Eex+$q|@}l~N!vFE@w?|)mRop8t7AcTEWlH?qeF}J9tQC*&5uVpuXT#oC
zVOUU77H@$M#*(^Cl)T6%k55fD4H7$W3}qVb)+F_~)vc{Kc^Q;-5*muBY`l47zpj`n
z%C2S}#Wo&PQk-ZMd3#f4KY{Ow-c}ePkJ7)&&?FyPw|&L0n`0<JTBfQj;Ib9<^g2+V
z+)ow2N&mphj2WZxY~U#VgFAF&n}T7<^6+S|`11yc*D5>I30)ze9E5snV_DPHAa8AE
z@|vh8={ZxprpMe}!E+}xKPwoAe}Xt^?Vb^e&$X51iMPr*XT;#+?hvhI6DYN2OBRE}
zWIw&LrqfGX;E}O(n!XiZ@JP{2eJ1daeQHG10CFhLVx7c4IySH)p(p~pdn#^A8K5Sp
z$tiocfVs<4kuuc6@AQ*cU6f;tSVWhc-hLqX`o3Hp$wEuLDwuc#c6?Je`69jH1E)g-
zJW7`{5rMp3Gr!sM`o0@6Y)(Bu(sc@PKk4=1kYoTw*zTP+=;1tK&1<gD<nv4{Q98Jz
zO{OsUKJys1GHIj%VRfUNTjzV3Ot}5?+1MHhPjn;S<+E<_7QgJVCH(^WserY1b|#>@
zq$FqEeVz8N;x(kx6nN4$M<Y`LOB=E>*G+dL@^gJHzIXQ_r^Ro-k`qi~f-uo9ruO_m
zxx9Y?ZLdiCD5zImy{HMyQQjdb5%E%W5(rUCLX!mz9gEsGh_B8#$C%<uj2gema(idk
z_tS@&yDr!1_MV2!-Z;AQsg6nd7^QDXB>8W@<TW1x)rb(DU%@CCSvU;hCX@R<?lLdN
zo7|9UPW|Ot5)4P7Z}68@W4Er_MZC#SX_+?ZrwcQsKR`g9r3~3=GWouRa(C)s?2jXx
zY7MebtS(Bqy|uA_GyxN=PWm(uTYmo}z&#pNHXFS!y3hK(d`&%lQn-3HO*2YHLq6xu
z%abu(uCbW^QL)YUmiBM<gcVn&&|xvfNn=*hNo3Krck9(h(byJZd4=JltcO8Z@Yw3~
z$!xsQ)N~}@$Awna_GSS&lL%$S7)4HyLFcrG&?{I6AkhQ^q2zf;ly1n7H?7M(*Eod`
zciXaD6cWI=ML7D@2T_lII2|5FhQMTPy1NK`zvhB9`08%o`}{*C5aHjxzR20m7`e+X
zJTYZc3WVIOnSoAG>DO=_$bNKsBaMlecqoAlYgnuay#7bfOO@D)xCiP?rXGMja}HIs
zn_xcK?!5kxx=_1G0?kXes6!>OhK1qUGIp%0v_h3`ccfBY7)$eKG5Z;^vNl@v?{wnJ
z^DF&I&z}8nWjKXzqy$?}efe#JydWpY5!@XtlNjt=X7uZ9?&~Sl<>jJ3<~j)V1}_;s
z*v>8aya7TMKcnWX<IZMkduW)d_W<XSp7+CU7f(70(%qE<Y_Scr!?589+DalGl2g-R
zj05#ED<;O&jGIm+)euNK%^7$3Yp=5J1)D;&=2ZS~sRO#G$AQ+2Q)KLqopW$*)hq<k
zqYHzAo{MdkjQt<{?+jG8@Y(5|wr;Y!McCRyQfl$fJA=M_?tIei2L{1<)XrpGF>zM-
zGW66*c8`JmWMsHnnJ!foG^Gf(*571Jh>>p>ip&i|`5-5{!9ve`$`p$RSTIpZHn=v)
z4fkN!jr6Gl|N2v5g#niptp+T*a6C`!h5LuC=pz|*mc#vy8C5v2sBB3y$?|YJ?;{kc
z2Hlx%ihK-R8E$}}i@40D>C&Zo%oeq8#K57{=!t4JnH|Q|Xgo8UwyGk&(6y}41fK>o
zH5nPGEsO1sTg5Ejpryg7P8*+7A*m=nTu`sbR-^g?+SC9g?d!~t>exvVzHC;9D@fEG
z@}g*xb^HS~<FcOp<-fAAnrn^HX_A3KM+ec}yl2lHhC2<qG!ivm9ZbI~@`BKiH?vMy
zL>HzNueB!-C2rEpWQ_ABa?5%xV3W+E8U)WZZ{ATF0qvd)g^x`R;G)a+0=$%|dyN1D
zn}G;4B!!9I<eNrr5A60fA%I>29Ra<?&3U==c*iBQ-E8-P@eMw08pKpKSQ&)<Ca4~)
z=XGWmaUl1e^hn+4E$%F)m)G)GebuPqMcn0|W*q_ZzN!sXtXDLK(^VZhhS|2MdcqBy
zI6oOI>uQSYP`-u71}|?9u?*Y~AqL11xHqk-k`ve=8M34^TNJWdZe@JWb^-y33dBYU
zpHK!U#}h3J!rijT+Dm-KD!M4>79%-U;bA2-Dwo(i3TJOgfjuIH7_8jt!yF=qwY3c$
ze;qGLjx$%;)8LD()w!em=M<Hw+hwsw{A-&}4q0aKr~WAw<SDn5vhbrnAEc^D?C^KD
zN<X)a^!Vd%!PLBrGS^hYYNR8Y8booC)0DI4v&*PafK#{|kFy1XrFQt{qz+Rx*^xNC
z<#%rJ;#ygSRcZ^^vD;-;`-VCY2{2OX$aL-m9OAeo@Jmge`=hK&wqG{7m?$KsF2uyW
zm{gva-!qTV^fNc52XCJ*NNE%61k#Q8p3Cx5vDo1&SN~q+=)$dug=K|_BBsMec5VKJ
zNG8h0lmA2G$7=^ez26Yc2bM3%MJv4Sva=-H-OYva9Y-U&;i=GF0tEubd9jofb!N>g
z^|SWqzh|snp@Nyw&9c9F)J?;Pjokc1Q@@Xj;2wLq?E`^a^EYSfgTwwADdvyoz$~cP
z8e~X~aYOF5rNtvtukmH+@_xzHrh#r_9ib}-JB#iyyt11I(V0DOu8tN!pmLwrUu@A1
ztlLKcaF|_gq`JWSL37zG*TKIa((DmTc2HsRDIPbnxdBJKSOs-$<4^keujPfMZ2cag
zMkFz|b8VG<JH~Q8hL%06ra;!E#sMe#d`U}_VPc!I*@1V;2`942l3lE~aR>;y^3oLB
zG^+0SRnD$~)`tuALjh-v^IXs>gE_H4PJ`yp&mrr)3LI}o#|(t^KQDc5-7CPZ+9zI$
z9qE|tfgm%unOSzXf+nXQ4p}_;3)!THHA+ACL3Ag|OrgfsBCpto4)RurLUgXoL|O8N
zM6YXeJj1m!n}&r>YFBQL%a$7#2fNo=Ez2T9hH~_4$X017qUvceA`jwIFYbueo<f9j
z5Sbwc3jw@VExQV_5zs-Y#5~5Pa!KuYs_3r|-V})<>GUBxvPq|IMUj^B1X`*;LTvDC
zCz|@xU#)G0YNXkO)^nc9^D}NGXnHT>g!#73e`|F!XH9O28vyD_3f&!<7^jGL&gM~k
zj@u*YL=ZN^+gm74*43%_jhqCFuVcEH6%&y%scnD#19^L0-2DWS$LLq~4aaYu?k?P=
z`EHu*4EGL*xGr_hvoF_r9+6Jmu98~pSX3Z$UR;B-)g!=?0=_Q5h0IrNb)iv=r_Y9M
z_crexZKU1?I|_2ZOcA+rcAjv?AxLw3lDuU#z7m$bz+;d02rh;L6_?_HObBdt80q;o
zHu5m<qlPcUST6A2cU(6#(u1D;5T?`3Y#Se=W}Nn+tw7=2TO&hei8n6os?Mjy1<rk}
z;C5pjJ2<tG0Z-i~N2#R7tFJkgye{<%UJOIQtP=%|=*Sld_Cq}a*Z!PPLR^WJquGX#
z2He}m!tKLuygm(3YDPSwGH>wR>&c@N;v96U^SQoMs=f}2-fF4;10V|4_^2DaL)J<}
zFgOhOEx50F^>`4agO%o5@h|S-0-sVXyg#(Rhx^$Y|GYTqbDJu}yr#~C_h}v*vV$TQ
z&?<+^ZGeG`M^f?f68r7qVUvb!Ok56OOTcTmC0uVa*eD2_KDo`5a_d1&66!v?kQ8$b
z3mkjvO}fOuL{iVD=hkI)pl$vmS+of;Mr8vM#Nx*Nn}(HEYbZNl!&A@RA0H~rUkL23
zK0#XwZN;;}zBoX@sfIZ(HrX@;4ORuuEJq)O$w+!<(%Q^+u`Ein$6EiR^BXx!bJGl(
z&@6)JOZw_l3Gn{)!d7i{`J9wT;w@f)+fX?+4$w*`6zPScCh$kS=U@r_n>VuKyk=CL
zV)|1~E+Lqlrn)RnB33t&t{>;}Xizod{4p7pJc6U;k}i;{4fiB@){&i_V7Yc6oL|@F
zr?jz303R|`6F38M8LQ8;X1F(sd$>4zWw4<QI|cQs1<u7_xAIN0t+>JbQCu$+dCG{V
z-qc4@Z^D}z7acB3k#N11Qo>^dIXh)Li_hm;z_OFZyE7Qv4&j>S+_WzKk+@{owX>kl
zWHW+wT@Kzx<}(FtUvMxXnLY$(&1s4ue<e#^x1kO5uQw)dz{k}PjO>cipH*E{b*6aJ
zq~Gy2MdKBnpO0tKe8t+Eh3?#W{M6r<e0d}wQX3;l%Fs54=8nYn1hHroYL^Htg@}5y
zMV-8Ue(()5M0LuAT!xf|1fnovorE(Jm4v{n-{vTvwZXz!^VK+hlrZ*MnfLc~$39}q
zb$7l1Gi9kMHU~CyGbf2Kph~u>5V$Pp92+V4HuT5@*dV^$Ct_`@AM3$_q)mC??7bQu
zwY>R97V}Si&39*hdP@{Vf!X5aW^;}>gKJ6IILs8atrwR;@jsT+;1~|brG!~mDc8BB
zbVn+Xw`6`dpL@{o>t#>qzYV_|k`LD2K641EC*v1SMB=A&a#^w&stIx;`zwml5aVg+
zT0AMBp`zu-@)57v+kIv9s^tySqyFAa<<OC%bbkHpl|yb(l2Zp0-U_&gyngSJ#@kNA
ztx+wU*^_ZTbc?Z2Y9G{4r)o}VjJYQcyt~48fwtSQ3&KE5V+-<=7z5H1<K{tYLOhss
zgviZy^JJbPRoJFO*`=M***{?++#1&;miViF?E-l=Or>sUpshKY8O-%uo_fxmBe`Y+
zq*p>~;N3!nw}?$*;RsfLO`ga%&3A)O@a4WgZxqP#mvh!QQ?{z7F;K&-jMiGb^r!L;
zuCG>f9b2s#scvb$80@K6N10++zF5^jgAD*w_K^okJR0#scXV)CI(8oLqqj6uR#Ts=
zo0Nv$^SwAjw8xV$V>bGYB#M~m>qF9nQ$WK598<44TRmQ)AnqU_4cmlnl&J}%oZ>uR
z>T;m`%c;E^=GqAZxI8}TUI?29t_h7C`tpOh;EUL$Zo5A<RLhxn#L__s@5{TZT|jL)
z6LyDvM-CxShIjHJuWkxtS>D&C&~wz5Zm{{$z_Adc5j2OFEZ0p7*AeG0$LD3zC-p`#
zX>q|ASjL?&)A9r3=fYF|38cQY;rOaedcyLrGZsY$LOA)?Ra6PVzeq*6YY)R0Dw7<(
z_{eQM6etfG!LETma`l*0S^vD_j*1NJj)YP;L%hA7a&%=NEIeXTZ$~$>#F&IJB^rj7
z(7k6!Y;+Cr=9v{yYM~m|Y+basKhNkH^LzqHn)MzU@W$6#xHBwQ(bwq9UIbgrN&DYx
zT`3qA2;-q-2F4o6Yjsz^)c~T%!0X>Mylf$mBPZ!O7%SO|rJX>#TQ0uub<<>=>!exW
zKIuVDqFq&wTsvFdgOTmWoI1!SI>sJgI{>bn3s`v5JqVH5&9;nSoLwGMwH}i-wq+B7
zJZ2u%p$1#7l6P_&CP7s%qSF<O=~#O=derPPfB-4dc~LBBdfAwL3eXV91sO(H-eo$h
z;yehxj~7P*tU$%LHB48qq8Dz3;=q0Q+w$qasW)qtIZvb}(h6dy<Y3)Ow-<+l!L7fU
z=kl_|4uj!1p-HncsN~GifgYcEVetrgyc;mUjIZ3|%wp&?=2E8`3YPd#KFw;SfnLKa
zLZyV|8qMV6EklpYOljR&Q=j^F7RMU4dC!h@%SA4LMN4#mIT!7jpv4WNPF86UW<7GV
zX2RijjCN_s$z`F36{i;+8DxcJf9bQr^m~d3&O~(+b`XMl3E>xrh|abTtHKr#DCCqO
zT{Cecp|j8HX?rOOeTH~^N~wR%8sl6iP8_2CtFvTlF)@C5eCJXZtdjNzY}1`Iq;TB<
z>}66(vJfZ+dWXC}SzmmYoUaN;tRqjib+y&=u}LJEeH3;=??oHcyv@qtDQBD|g=|}s
zN2w-E&0avwt2Up~eYUuv=+7f3j?@d@ANfDBH_A;>_-FS>u=sdvDYukuZ3o?DIWCk_
zZ&drsBvM6L%^%7Zx@xl4wT4o!19jDpkCYd0VCA_@MbYg6!-f|v5;1D;*Z#5Aqlu1$
z$R!-mRzPxxBD{48R(gCRlic1GPKybR%~yfqZ{XQIZ~9rkIQ`e-*Qut?ly@K}i~a7<
zKNfPS55KMth+RQRzo-GeI<jehB34jD_=Xs#EB6XuVbEpKwp5qMHM5pIG7_`b$Y{nx
za;RY~u<5nlP0g3LD1~vOvNJMWCuxYKlgUA*?+W0V_hli4xO~)gHkVl2d|vRx^^k;w
zPDS$aHgcJ3ocz?6??6&2zIx0)A1qBRwsMj~Bkj`A)Omv)<7C-uS&MG5q>EQgyV8pX
zGm1EtBs~tSR;Eh;g-OK*dSt-M<r!B{Nq}|kynqKYUur6UrN$@Mwx^@|>&lsC52wc~
znHgw7?p&zJN(SQDJ}kM0cfBnLhkN^!4gI`w1+m8}pu<yNTf)sk-1Dk647)PJ<Gm?6
zV`{U?C9W|j#j$99VTm~KM@j8esRFNxV~fJ&_Ppdx$pKPOZgfXdRPvj2fNmYf<pg3n
z&L?f>qXj=PdA;zPOqVDmnub95F%KjA^?v?7%vmWQv`_$xM9wQ+OYDoqUS|{HjpHZH
zp;Gp~4|i0JcR4>Z>hYOr*8H-!K<o!TY@PeR%~u)e|9AN+6Z3yk)c=#OGBEu=`6?s(
z|B$b`{>xWAUs*|_i-MNsws96{wvh(<VCd<m`skh52!R&z@gw~FoY)p%DaDEY#jHbk
z&pod{x1ZjY-n*QZ*^Vzevpc;wv%Ho#XkgmFxb6sBU{ye&1nwYi?<9a4U=JDw06snh
zIzB!ET4-oO5J*rzQqhwJFrsY&d-UVKpz^|g{$pI(NC@xH;GuxbTloNh1b%*HMSf|-
ze0=<Ixw;2@{Op2Ac_2@IegGO>0I=-;s*sZf5U%&4{8u<}34Xo0fLATp0DzE?3^%(s
z0Pd#rKnBo3fK7hl;B}AN;Vt~+eE>GlfJEKDr~%p=fZ<N@M~9D3Pe-7fo%aKXFO1k*
z0CErufO+sPz(m}A_<gkjfE)a#cexX8_J09F;1F8*Jb>G97LdaLfNxOb!)P#0Tu%4l
zfc+8uItKy4E;0ac(CM$>)gR&gu<q1s0f4%Id_zAcKh^Ldu3DMqR?u#)fP&nG^j-kC
zAW&fD6y}daJP6tW`7zGW5g?occi(||{1C|JPT=mi9P#-@bl?HHsP1YXwyY2l(2KBY
zu|Pg5g?n`MZ#t@AfGGyDv-|0bux@I<lJFtwuC+J2-+!c6Ai-XP-hW8e1oZGbbw&KP
zwBMri5Y$}jIu>-}xKMBSIRAbB@dxOL$LR1O06KyCbXwrNdIzvPI{kdHKz+(@DeqpL
z{W}4!ZXy6ag|7Ns;k9(x^1w0tgxdnYy?<NxcaduR002PhMS!gOUJx*D_~vhy^g8(-
zw(k%T==?Z-ab7_HzItnVcd2jBKm!Kzc7FSOXH(@A)O6H_<1XcfeK%21_H+Pr1t0-p
z!@}_S`PBpP@bUZTAntx$F|_fIYMI}D?^QzA`vDDn8@eqQeHmZgA_1;^X~4nvcI%t=
zU8_KW*M14wL3<&3ueW9Pelst6wSR13eo>EqMIL@-#fNdAzO7Aut$+EZ_)Q^}KH>S-
zaiB!M*!n=eOjVlu@WVPEeKnWk`?x+P2e0yd+29XKfbM|;oe0D=L;0}ZtHE~>e|LK(
z=r!5TRzn~n!hrlBK<2PsZFpT1Ao|qyY?Ar)YIm_g?(PTn#<<Y^BDogu^uWdTelWw*
z5d3aqDEf3we{Y(wP@bUuKWmk&wh_ZRdER+OI#GUzesv`2*PyK;xmW;Olc5}|AS^lQ
z5=&o>{{HcK3N{`ljt(4kg_^(eamS-dFMLuN13FOVZNEjHzk)Y@L2ftyu-vWwpsX4T
z5$+zz^-)u$dmdHAv?miA?-X-rJ)-I~vo~{tIad9y(f*DK%$~bc&}32HY3qpGUG<jo
zxLGg1P+3=DXTo5pFKE@E{J^-axMP}yF2so3`>LhpV67dc_`?v--L#fP{HYV9D<|6<
zXB4}&VA*vv@Vx6o@U*jf)v0$i+%~IKpP#3Rh02uthlJ(>a(oY?vUb2D0&JLVH{i8#
zJ5k5kCPwB>>DbRz=^PhtRcP^3k;f`WEHH8U%itBlAZ2c)LQF^j(g;DQqRd8wtNV0=
zdJunI%`tWSc6T}wJj<|pVNY9;W)wwMpywVG5!&>=bf^dRzuNoCs5q9b?cnb21a}w)
z4-(viyAI6Y?oJ?hkl+y9-Q6L$Tach3!JXg`$VZN!d(VB>{qg<0vu0*>cWvvZs&;kl
z>Z;<2Hp2|R@QBJQBNpPWz9{cmZ>(JimM+Zhv2#c_oS;mI;^v)kj7(R}Gi(<|cpHTo
z5@1qhlz0k$&=E}LWV}SsK;iSez_2a~IqYbqUtb^gIT7x+Pxx^=@x}8cS<J9nR$q1}
zoKVfQg4hZZTEI*2f*1DA3nbU=P)~bK8V08>16kSN*22RR1S9;dLj5Vkrd&^RdIap8
z)*{4OJ-i}*RC%oPQnEson`%e+tq*3j$#0NM*Ymh{EnB^;om93UaiF<VP&*u1yX~St
zgRW0cU2PP}q&3X_Cn34%wbaM~^cjV04gZhjAuZ37C34WsVj^*{t};3;3X~~^dS|Q>
zq$t!lOF-tk9G(~PDuz?H(p%@kT<ff1ZBR0)_!+H<<i5RROYi4v0`I5;(IPv29zOFY
zQH@gX^BNvS*BvO8F`urXE=uJWWS}Gy3hf6J+n?f0U-oKJwI>O%Ev*`Y!7qHA7hd=?
z<%-8RJ@Yx={#MthgEUcQm2JG1KjDrRICHDSw)e4AF8we`SBb(S`D^<{MXc)w4l<wb
zH79M!V3?GK>4Q1|s|FVxpa;gq<Do|S9;sS?>|E$hFP1b^+9+hz)g#^#ZN2V;7I}W|
zvwO*)OZBqtT4!Mo_OJ3Uh<OKh?y?>DD3y)IX}`39P78F5KG?sZu&VPxi9?b}r}d_S
z_M<hZaLKNZonUL%jIB<{Wx`c}n7VUvnh{<Wrcl01q4$QD!@dbIjc?q(a4tH5x2D9-
zeqJmIB%@pp-RsAG*t)3J`M9dSX_nI!&vcitiK)0lR(23CJRF{;f^BNA%k67%Ggo-t
z`07l2d7{kcV}ClD6K1`A;KD#hcZQ~3dy@&K(oO1ezol8-`D};4^azm!2tFRlb+t|Z
zwLbjT$Bjw!bW2;$h!ed$ar#@-NBD<qIwyw>cdS(FuPq#YkO_EE82ecQbUV0Erc4A9
zB{OIo`AgqHPG$}T+$oPYDc7<?)ZvwU%(YGg%1c>YD7L0qmyHqR3wOqbyIoRiZT#d`
ze2<C#S;C9wo(-(Jz>92<1O;e^;aEU?c7(B9%>=l@1v@Kbfoh6df4Cml;vi+7a%@No
zca&Ou-3g7A{&@nz@`0upWi0jm_fyBh_;H1e{{F?DP4di;#D;Rfw*s^%qyZQ|_}R-)
zHE4p<qT5ZU>lSyB9J&aIAnJP%kz5T;M@v2YK}n3lN)W<}@e?eG#Ui+T>CXks!w7nT
zGo7-7DdQcyh5XLfo`-7B@%s7q#NstiG~;}eKFdhvZnM32+BK4t^ocI`KEx~K^Bm2$
zo)I8O$6zPQVZgxo3}10w(W+4(OJO_TW<QYH(&|S8o9x{5G`!Nh$ilYfP50~Ia~2tH
zyR543KpXQPf^eS`youv3Jm;Px*ss~<upyz$!eN3=w-LGqKz&FD%-H3v;+MEmjakDa
zmQ{XFd+rt-J6xzRS}Zq|%=zH30J0Pf433otdv|*)zNe5J1j?>;$rf8_I&O$W9bHIy
z<PIj$vkWJ=?1vhz=4$+?DCjxvW$_tl&$)7Q*-nV^lqHQi{8rL_O)idphf4}Ompcw&
zPKYUKsx^Ee|DFNwW@EVoHcft_FjC?b{6f5%-R!l+x0WdXfHc;QS7la_0>Q&XbI5T}
zpDgnB!Fp6?d)8g#Qj?wAjWt%{bI<%_;}SCXY%0+fu6#ZD^`Xonmw81FjvWJlyjqcM
zBCErs4U1<F-@R}G?gFOvD>NG{ZRZZX!MV@P#%#8}E9+X{DzJ|?DbJF2eCz4PTl!oN
z`R;5q&(exN5VN;%6Tfsmec)Mq#gfa!U~hkZ<<&8Fo_U)ie{-i`Xm@b~7IB!jAbS3g
zQuQ?LBc+rJF9Rkkk~CSXR?&IG5lkJoN36p{zbu-Cos1|lV|h$~dkf`r5f(ilBKmH2
zyq5Bzcd1wfv1NA62d78AZW=^ekXl9v>n+!t=PSr+o*b;`h0(HbD9^dJXe(klFyWY`
zlG@kh>vZ@kmwhnoLWQue>2+AW_LW*Zg|rpBL8aBxTf82$p)p@~eMP0^3Pvx@B(oAu
zf@ndFQ3*`cYyjy>g*yxIVH2<Q%}M9;4Z1)hL{C5LV%N{z*8GgR%c-5@a9Ru1a3sMW
zLz9c-J;E;+LnrD&Ydpmagci)0JBWde#mMLcINXjS)abII7SNa&)veP;Un1>XV(akH
z4A0TODG(1ixbKa13Rn!m&1mU=4zK2*jou`CRR%!jd|iT&sX}0u!*RkA(d^b8txryw
zr?h#1PtQk>%Pw`R%X7d?q0yg68i6aQ{wQ!h&Z}s7|44WpULg+(@kxc5XvrqAOsZLg
zzmA+D+QX-1blqoVR%EVfa82JQ4LJ<Z-6o8V4p${FC1g_Mm7B2i$PR%!4?R>kE>X@T
z7m<yk7p|-ZQVQhI9E?@gJAo#lqW7=zj@|$+WsjSkwlI+;cfXGJNV*QacT&CBr4K*o
z?3r;i=l1G`;m5gRL;pxF2N5?+EmxWo;nsZK*_(u}78x<fe0{VN&~%;>s4P8R#P8|^
zM%?@Aoc?akWX_i$vTXI4K}A1Ts=Mwx4tsCeSG6{C;cNz)rb<;;h7|o&KGbA7=fh)2
zJcd3~uZgOG)%?k;uLYE%`2yq5$r-E}d<R3TrH^b9J~Zq|70Gaa6S%d2w0?X4R&Y`3
z<+2=Hwvc<4N73o?QQw+S*4~cmYB?X<NKS!z+i=q<)C?vltlsM7K3R5>vs5DP{+9#T
zjFs>_udMd+g<f%}j0MRW1jLAuZ05*~N09fJk5%@-rD-KhG+JH*ExuWIo`T)=SWet4
zy$jhgPYZ(H3?#H=p!wEvGT9UwzxWzC)dAcxp$kzDysqYJpp%?Ods7HJ8VNhzQiyeM
zJ_x^V98r*ZXq6zMxhP0qj-=Vvq^?2An=in1o(0VCe)WK(EZt1)_|8=Pj(QV9v@ELY
zFmu*k`i_I(9vDKWY?lP&_m!esbm{d?F29s6y!TkYkN4qS;G<Ub{z`Cdw);UImkZUe
z6Rcg?u?ln!R^+f7t{&8O`p&|6p2}5ng4;(!#OLQ$L*pCpNxzQ+CvU8Kw7<vobuaZ?
zyRE;=tOe5&!z$@_q#wd|ezqtWHWJAO<mVTzrm<GTL|4j4C?PKnKMV!pw_Y2xEen-s
z*P*@>1AW;FE7qWn-9;ii)js&pt-}uzAw-`bD!i#t!sr!<_+jIi4GSQyfn^T$@30vu
zmGV1N@+q}Ei!OOtIBbxaQv|^!U&e2FbYwp3c~w#PVl{No1FO#z?!%{V<y3Hz0c9qr
z5>Bm?X6hLLM<>RXB6lLZ0kY;^32_@ybPUoenaJ6`io0VNugWBJ{>_0@US7vg*JhkN
zgvwJ<)2fcsD05AteZTm#n6~G5mbliQD>++N={{m=`nV!)N_&Q*Us_Q7Xl7e156MSR
z;8D{IFD4RK6c6uQORuxEdSz0oXjdoRpoWXTg|vM-e~|Xkd$%^|HH#~zR49=F=2<V-
zasXurYO&@)?)nPCO&FV7b{{{Y#XQnDuj+aGD4V=8-bQ(Di`%GT^fgC7ST<{gTzYy)
zz&v6)80P3<Q<9mX<a3@H_Ys}7;M8~Vn{><Rfvw__eZme*fbtr<0oppHQe;ajj6bWU
zleWE4W#p=Jt&NmL*dfc0zK?`{oDO6nt<0GC%NXR2Rk+B!q%j9^{S6wP%yrMOqGP(b
z2<C0uza4*DVb@{T!L(i0QrRZZS^7*}tW!U3MZwDlt|?k)`hv8jRGe^?ps{`9aOfCf
z)Z@2@Ed!LT!>QteyoVvPxndK@F70Z->u+y2sG~k_UYw>TW{edxdwW&sDdjJw)H-p_
zO|}54;Oe?=cB@s)9+(mJ$0(IP;R>5(+SGPWQo7YmmL(kbBe58W2ebq0I55+s;1>b4
z{3FUA{bnqRA6>B@dkNF9c}{jR#hlgkqY~t@6Q)A=71Y-J*mIF<a&NvoPVq;K9|bDe
zb1>M5TN=MG;Br%A$-)O>^BS0fQOwJ*eaX=Dm?JuzeLUKzQhLR@gL{6oFx__ZP`H%0
znwNSH1H_-#qwkB`3&X>G-7rHeqaj~Kk$qj)Zrzx@Y2s<u#hT5)hJSPSP9e5Lg10d=
zd4&I1RxkscjMd$Sw1(9;b&fZ!yd|k<J|bALoo!ydwWj0)6}SuI-lu1_g@TUi!xv?E
zrc)9U-D$CwM^QmuRkgUjC&q(Dz#>8?@NAKO7uArUejiY^*86TFrjG26|52_e12e!%
z^`ckAwF8H6tHJ+M@mX;bH{QXw!)%7ndvj@%)H}tidP}L6QvLIWnmFzm8%k;nIg?au
zt{>gvUy5$;MxJo<V7RJ_*9US8);E@Wj1}U@hmN3Xr=!G$>}|$o5U+K*Y5Hkx2W*`&
z#1v$)d3qLmJFSLH9v&dF$I~xXJqKK=xT&E`GKbp4VV#kWYkXnDSkTRkkD^LgXOA$f
zfMOmgUf+OdH9-j+_*&0S<8@jIrfRGR984v`OBdc0o3jT`(~<H-RuW;w;?jdD{JD#>
zKLBL+5g9Kkn9Md09Fb@mV@8LWs*R@^GnDEg6&J1oZ#{COG2S<d+<U!tYtd(_k2nvP
z3_1?*y$FblOSw6QM+%-6HOzT4qiG7gw=nK;Vm&q!a^;*_bn~?YVJmq(hYt3=hhoyC
zK&JL_<{0>pwm(Y@YG@1-0PU6;F_W`HaX}pPJoLf<L-+)}S&`K;j2-Q5KW0V9w<7)*
zC^%c>XSV?zgj;BgD~OT|mZZDQw$O?=rrNl1Qw@Vd6k)y1>icowbnfB&cMo3TXTC@y
zu5cYD?1gqkoFf=U!b!}!!yih9GMDDdO4ZA&;09)>HolK(2#G32BI|yax1s0;jo|bV
zJm2b7SKAy_iu|%ULx=aASey+G(!9g&h?i$so&X>yk7_h1Fj$7*j~FVOgX^uN{AK|w
zJZ?yQ8CV8%wc$%o+akxiy#NGWs-;89dNfYa_k)?gy)MhpCe=6MN1Rtc^4FBAFD724
z0O65)CS5Exczk3b`qGAbcRpXJwQ<V&c5A$?gQKA704k2Yj)=P<7YzHHU25o3eW=1=
z_adJYOpe{iT&SOuL}I_rVPT9;dk+OR2`0q35LVR^r1g_Be_*r_=#3N}V)VMj_h#VZ
zF_d!-R;X5SWLcygRdZWJoW1q>_Bf~4<vTy`C!~*s71P{b8bURpyWI@Chm+&;ah^Xu
z)-@+|scI9t(nQ(%WHK26MSC9rcx7resVbo#{3X7X$aPjq4Vk&)DIi!L%{RSPCs`ME
z#;zqRj8jzB@=RqUj3ZZF@D{q(!>RSDF;HSjUZM9YlQMIMQt^=(c4MV)gl=<8a?^0w
zWxG<D)xe#HUtr+BI;#9;06`5^Sk@?#5Ume2le{a!wwdU7SGA4^*;kuj_g|*{=8kc@
zn<$Ir8As-}HyqY+@-ZmHq-&%@)E#+*IGohm#s4d=^!(k^o~=b}hM4sHMS|lnoA193
zmmGCuv1?}1y`9(SP~BFwo@KOAg+4$`8YZ?7CS}`WH<{%d5S#ReTCOEU^-l4uYI?2&
zn)~u;)qcV6lWx83hTSprCw-IQdsSmLo1j$vFNGm?QGN7INz7iE(luf$$nSfm2EK<w
zmE~pK%dm%ra`lEFRk&RXyHoTZPRBZTu$6lFlnMdwbqMaxTwKjKEZJvI^-5W}`to)a
zP~OCnPK!PSAh>>GN5{)Y?1&Nkn0XKCB<4`rDSnxKhjVY<er0wb>hDSpI`%ODPBh+K
zgukliQ-hf(!$M6L?YQ3PEr9z7^28}*kf1?b@R_8*2rH+<pLtZjc}CSglArS8!L#b@
zX>us;5?*p?2!Qz;bfC9CW5c8QU~vH^StsY$5vNaJEe#Y0skLTiXz#ghYyTH7cgtDQ
z6ggi_MRa{s?V&#${k~{j(zNc`5+&A{20Jo35@dHJ&()bwGK0+IX~(KI;i&fDA>`!^
z+2oxW%Dd(s;zDjyyHuSdj>vf-*n+ovf;+Uf>`rreX5BgNVNjR8fPp*C<y>_PjUaSR
z^2*oVQS<h6B#ojf*)T>yW?ZT+OL%n5=tuRl41x^fMYCNGS^d~{QNJWAXCW9fh!>|m
z(rj9>yfRDIP4!zA*t90in8FYQ{?!*o=wYn|46UrT=B)rPqE5kjw5o%Sc?Z~ex4_iT
zp(?q47UYCYmFw19k$NxMzFt^-c3lhv_4YLng0<dW&f`Y0yowlKpvE|5w)+;;nUBpT
z$y7D`0*#xub2f&|D1|I#`}t+>ee5Ir$1wue$aV^0jG2#SQ@T1}>gC1vhc=UV-lY*O
zX>pD(>ZxrrdOB&;_oEDOfO~P9IL2RA=vph(YE6cuEe~Tx68eV{ABhzeY$t(S#g?Bk
zL81v;A4W*cEU#SRfu-21V!b<@O!!NB<?}D$zVZ6Jsz6W~m!%jC3CiQPF-6%s3=}sV
zf>$Aa-Bay8t3+t=g)7)nBh$J|=@90TV}@b~!%;1{wO+9nkt5n%PZ7p`PIGX;vYzEc
zf++@Q^nOarME(SX+lgN+Vs2$La~)i$t8Hg8I~P3;QpACwsi0XB%JR<O!m(7r^A472
z;O|IPI1aN$Xf71|zDu+(_LBV!LJnIlhd3cPCs7u%R}%iE2E|l<)bCOcGBL%Bwsd6+
z{cWzw9LJXY^%UxfTG;Z2wk|!>@KxaEeCP*Z4SO$1q<cK&-u^00sp>Y?ugPzvlx?hr
zMYPwYeG_h^5LqGKgUGBe&un3Mn~WEBB%ga%pH5@a5^4@P4ztD@p)pSkKI<dcN>5fx
zSGBFuTY#EZ+#O=IDzZkFJC7k1qj-m%SVQneYX+-K8or8;Be8EMbMMEHsVS~T7_mIs
zgm}`0tz86)bgebvIMk>_!HqU_Ik?Cc0ZRqEBP3MLi2jy$DBxYdMqT#Hg|yIpNr|@T
z>p<Cz;!xFfwY)l@#EOeKn&uu;QTBE+f=M}J^;bg1R*<>#NiO=?7KJexrc@tMi0$@!
zUb_$laf&wk=R&zv4}p$4YNFb0u;Zv5_-~X8U`X2$zePH69@KvqeP#Rx*9T4Q>Z-7k
zIo<`I+bwQ##7<&_b^C%(F}nLxm%$;76h(PsZ5Dw~DVbx=7A6b8`Echvk*hIB<Kg+~
zSI1p!gTSjdTiNd5=|`A~ZZf5zVNx8bSzTm-l|l@{+>ZiGd>ZIALyh1xWKzT^a9HY$
zurbQHN|{RAz?;u}+$;0zB&uMU4&wQuT{4`kyJODtj-t&l5vr((a{$l6dkMUIKs&$k
z3&Y5fyaT7{ff+i^gBl&mSZ$Y(mty)LMU(>=laEW3M#5_v0cJ0WEGW)WkxrVS`usXI
zqOkk6#_*2jZ`HqB++3wi*CoqiaZ)KooX%+P8mVgBIj0EB<^TyH%T1~J-gzpF{X32F
zsYQD>ni<MErUEP?Ki1BL{c@AVMDrvDl;YI%fl#b^x$XU5cGD`^si&QnI-k$@eb~dO
zcyZZ_uvc?=e9{bQqn!Yo(=1SBkfF3!iHUF?HOVCOZ5Ih`SEfFG!2QlKOiaS~($fiR
zLQd)oSNg;oF2@H=r>OkXl>EH9dPpq{U-rvX7*TvIXR&m(RWrW8)uCHTvb^ghUd?`@
zL!A5$=~sA@L*E9X<gsG*MmN1}?eznSx8k0U4OYkkW9$fW0{T%1<09<iqtCC|+h&gV
z+bS!VmfI-oN2Fsk(yYQaS>NE1n<9HIek@CkCkgs!*^(KsSC77kLfEB&nfe?_k^Vy$
zKY9vFxZ&3WSid_!4yGju<hx>P__h?EDZ<=i;dc0#n_8>2iM$@n2pde@2yrD;dU{*n
z;Bd)=4ShZig%4#D3(>ngy9lPRaS1??Xv4-dK9Yyfk?WAu)%m4BK=ai1#^j}@#-v*;
zZX_ZY^>F+MBI#C7$?V1W_XM~BGpTr;N!#$9S@u~4?4NI$lkuP7sF07!9Q(1UCwCG7
z5#2Ep29iF~Z#XK>*dqpf{~j4}!iw(pu{Q53_Laufrc-%DJY7=13ob6KT+KlfG2VK4
z^$-IDNMB0fyzLT^cbiEFo6Oc3RO=&if0q|S$TG7j^k^yfVBCj+*W~G5E{X!a?RNia
zYl^;ZY_h(1-46!Jr+bi`;Y#ExJQnRhLy@l>lBo*3O+gQZujh+TVbx-;*k?~bW{l|`
zt;JTx#qA5>7TSY+{8aJ6(LYSucqmXSVmw<576?~l8Y`moO#Cj|7ybS{r|Y}s>(Syh
z*}CUB^+|_N{%19bDh04$$6PsIR{E9;lno`@Rx;QV?UwUL1bGCN{ePO($_e;yMqN4i
zc>sToy7K;I)D^(b@%t3lf0@<VpzbNCZcV{1*JN3cu`4Pz7Fp9NK4M%8=1Q&67-2CV
z<8YoxaURgFEy#a|7|s@pzhu{>Q6SW$8jHCQmvE&zL)E$l%(L4%zuLJ^olJGkT)%Ge
z$yz^u5R$r6z>gh}Zk{rM9SFmX3l=&x;owVohex|XWs+bbdJ!PDX%da9ER%$f4@*r=
zK-AYGfp|F5L+Smpra$O4oGd`*LooQ6dk%KwYZ6#-PSPD1J6z+JgrQ`#!3^C&dAb}}
zxYSPk4CvwxVTd6LXP5*M#I!iUhyVyWGnGoJEYXnybS9}GVeZRbiPtda0rcUb&}(7P
zyb-UFpkdf(HpAeaVLju)edeR%LV@pauCqT1PK`V5V`)*380vI#1l9Pijs-A}rzs-5
z%i?!9htwqgut6NS4NZZu=ZR)M_#8dr0H2{~iom&tTkC}J8k&ldh)FexY`~U$0@bG|
zBorAOCZX{x1reZNr9{V!i>w+(+AkBv5=4Vnc2g5fh0B1cL)g8}DT7)<OdWdb@dEIi
zE8(T5V7GkV8)IBmcvh*9mq=@Jf{0C~Kd^gA0vMemLRX-WMMV;^oRl@n3F7zQXh^Xl
zML7_*H=+p<;`1oAA-xn~_JR_a&}>er3OaAj(BdBSwn<#gVb?#&IV!M71HSk1Rg*?N
z=J1Nxr-gPGBlb__L}Frw^}UM|Dis7`mDd6+*2v%PvG7czERZXJDLvecvGK!8+7oXr
zDh;o?ldRAfZt^}dl5Mw9Vk1ou(=sgYFnzcWdS1)$tqPYMo*J2NJGuHL>^a<s^XJh5
zu#q+{Td1IZ7yJg@2X{ThASje)!7vPQ^fb(G%j)yE)Dq0v8EXKl63DQm0ObA%Sj<PN
zzU*{FL}N~VT#|F@)ANXzH84I{7`>2~7<AFZRTzBA*8<>yRG&AU$RGORf|L>%g&Tcf
z@ui`JX(-=yV4)_54*xLU51G?tA$Z%tk3F<WkU@4l5gXR0@`KqpB~K(DZ1*K<h=%lx
zLm`L_UsBAc5b-Ng=#n7#x|{Dtf9f+P05%NQIxaY|Vhi(2Svntp&Gx$&HX}P9t=$XM
zUX4+dH_vh5=JA;jKX?Nph5abyzP&zdT*=rI2i_-Us;{}Egq}(|AXeAcz>%g#;z(9^
zOPW}k!k92L-`y(b%Spag2*g6gfKuhhM}ZBC%oemnp2L23#v#!&2r2Fh8FSNo&4RUI
zTEzLF@UA2slt{_i34HWwDVb+c2niB>q!RXP`0+XLM2s#%9~4j)9=LqA-c*&Hg-qy6
z5k!%jkr6vYm`jU?S<-le&WNjLY;KNouSR3Po20TwXn)w$;M4~ND=8)@=1l#;S(~8s
zNWw{n)K|;))`FU8Z!2IA1x64k&AqdbIhVTES~vSlSN**QQ;xAA<CiTv3f$y)#1kYA
zU0%iSO5T!JJ?{-4Ig3Km`J~b(Bm^p2hhjF{8edN*DEm!xU!<C=$bL3FXbqfAExLSd
zf9XuH|LNR!FR2NE+uI3EGbziCmAqonK#8AUgKj>;=6$(A$*j5_KQ_r>+WXjn776Q2
zf8J&qPp^iekc%(3!_2~yhN_t)S2TIYy<_qvJQ<LCj0Jtt7k<+edOkjt78I>%-JN-a
zsgMid1pZ29z5<7~`Jw0nxE^MDLJ8c)+BQy#4{ioVnUN(foem(j43%#IcaDCYS)b$#
zMoZUjP(bf%^x}%@>f>{DDP(r~CS5Q#G2hN#D*6<!k|h>tB<(exBuVxbDcP43<8cRA
z1c`$0<GETyGh)3U4+5cG`(xm@oOdV~mdllP48bW&4;@`)SvsD(Hw7p-wa1W{u2vz2
zd!N*Skb_!-m2Y)-UXD#!0~)elMyp<RY*ksRHh`0(^CYT(BE~G|CNf_`U07FJCeztT
z8fb;ug{d!2@CFqs0#$FTX0Pjs-pa<;ucx^U*ll%6O+25+Xq$E<TUd}s4YztzvSZ?=
zJXaA!4JW^C(Y(``l$;bFfh@K>pcgL?i5s9TTf^XcR~~$KWq6zHP3)zEQlsVmy-wtE
zDz<e#1ki%!>)k~YpB6Kl6h^-tZ0}`P8Gz3{nLAH33HS7HFOy4Asx*xn^Y~`!b8|MO
zfCbgJ&uggWzD<n|R0JDrimSdKZO@RCATIMO0nQS|7TfT>U&O|l$#81(2kH504Kf7%
zoil~nKrWj%bXjrFik4XyC{}#d8yCb?2rJ~rb=A&%LTWPIx^7w8qP&PQ`*g;na#QbB
zi>4VLSM+~S#VSUh=?ef<5Jvq4(@=sBI#kY)ADrhzycl7!c#aab@`ptf?9u%%)Pa+w
z*ZMlMhh2{nVHD<TLN!_)oV7)|rC8-Ei=C{Orh55?bGbG7rqO)??_E`*oK5qjJC>^1
z2hHusxefA_V&;lRWvuV>jpD?QJ3k3}8s*+P%^Y?OVxF6ptr<*=Q@i1j%s8QopQ&h(
zeu_?Z%}jNblds%Yi=$$~=5S%bj`JLM*X@Q!Lm>NlRfN16{m2W6q~1-ODvKUn%a;@w
z^WSXK?JkpPHu5O0613GBD2Xpx8u~i3FcQ9)7kwU?#>@j@5AC|B^dmoY8!i43DN}=;
z6wRAojs!{VKyE4SYWZdwOk7b2MYHl{+2+tkOOCL~!TG9vRkguNWF%l`K8qY|&QR#o
zxUL|Rs{Q3Ow#<{6f9PrM)N3CJKI=#8NsN}N*7hZyeuej$Ek?i<*Xr};gZlIW74~z|
zS&<e(;TQSS4~r}gQ`d{T1UU9yG(>NWs<h?qrgU?-cTspc<xArY^HVG`kCtr44`rzq
zW0;zaF3X*!xaNHOb{cZU3+sp<TL9Z4nXhIAW8{7a{BV)d+d|@|--}v04Nsn2LXv7F
zr?;6vr)b_)evvk5Q)0WY>KM8M9Km(vWPDpUz8J(v6Fi(6aVcdv$I6KA99Ff0eON%3
z%v7`Qwc3+dG&9(c2};kUDAyr@-X@!)`m_}@Rhw?#lIwjJ+xa>V&QkcOJp&|w<s4MS
z7>(dW))ujeFfhTZv$iw&8Di+Z$V2O%2ud3A>lyc2NQst@Itq|xYLT>C-Wl0Cu5p+8
zcw^7a+_A=KxwO;6oj5Z*_9dwuXSd(I&8mp5VmZt6qlI!zXGwvs^h-vybGnWV{#=3&
z_G;uAsICVwS|{`&C&H={d`FyL6)L{0;P>)cN}`~rRMth%Cn~n2Wfv$RraLYxo4m20
z6E0h~Iv_CUa!__xcm#uD{JYLt(}<wg+S9)-5NmfL4Fg~GrwLYiW#ndvW@0ODksqE}
zUD~R*owq#3W~~7`%ti@>bkwrY+oQ7S-`lhK)DC`zvF{5fV~(`f#c&BCNcU;JGhDD=
zI*@lAM4nq@i#2l%eqgRTKK(SMF!Sn#VR|0<UD%@k&Cr`DL5lqf_JgV^wiV`qN(D~b
z!{tiM6s?@SGoqfa*8%q>@|x}ga7nya>~xxkZQg|$^$lN6Nv?@M!G8|CG&uL{YOgW+
z7^jp6ER{3CM_F=LnLNnQ6<6w@Xj1#)ZyKb#mg^l}_V&@w-&4clLpHFu`QFj5rw;%R
z^%cj?#ap}6R%kZ=veHBLx<()?^Kv3J#ykm$czv0q<MRz&o4VAoPRo+iSbBFs1H$^v
zE@vrsJIR5WLABf&aoMuZ*H-y#VD2lj)m0T0;Nr>0R+`-BB8eB@m&{}MrAyh>ak*Eq
zL`)V9$yA&?r;pY<^DS|wV<-q8YMYz39^SrWp4hp~nD0T@I}U<-m9diE#Hgg7zW>7d
zI{aK7*U~zgwb$xmN5~@e)aS<$2~-jNvO4%d_<(%JN8n^_ZB!PDQ@-jO-0~sGNqzJl
zI>!;`1n@`bB!joil>Z5S{T(STxdh_vs-8SHNjuZ0$*cTKelDiFu=WMvp_k+A<=g$T
zXW>X4Z6pZrx|1FH8V+M-KXi48?~JIOH;w=C;h*#WeE65LbaHl~1aR^E_UKQ^&%?w1
ziW0!fuI}joVOKJ-Qgg8t7It=Vf`Dw%kS*2@HIG!k^5FUgcE0gztiy@kw4XdYRDgzE
zq<wk=H;HW=qhAG^z#mrLFk8uJ7(Ot=1})>th~9Khx7KCyL4cPfI|v(}<Aa#eBz{e*
zXOryb_n)Tgs?3u)mTT&>MVv0!P%cXK$dC}v#q02hMKPY!;zPVdz<sq$Ju`vkjW#Cy
z3R%cxCN10BQ?yA+8FC$X&G?=_$bE^z6|mUrt0xx*sSGP|9StHL@Yw0Z9#A#<1oh~0
zIrKPFe+0s)P~;NQ`7nmR0cDo-P<C~p%S@heftTksRjriDDnRLoAGC|dDYQ_`1@Q<`
zmAVco+DR1esHGfpJ+P&H^JI+#Rj4{>(EIy)b=9RKXQ&Lz+Pmkd6$Z^Hge^$m^^wnI
z4+cQ`GLSLK&ec{i?{}KUuWq;FW%<>l(o}|dBF?xo%M#0>3u4rX@0HLOZw`Y8?+A@4
z5cv8qrTGSsgg0=h(>H(<XK<zp4gp4Icv?4Tr20~hr2UfWg`bguV;(NlIBZ(FOdQM}
zG}txD4eI?l*!DqQhVxDxSUH`Rv0>g4o^j@03Tn~(uuR36O|(kY-Bj!-EHx~!TDjfG
zWucdH;IK0UyLXgWs#KC8EEBM`oEhO_1EZ+?P94<)?+K{NDAiTbK3`|e6PpST3NX^z
zIqGf8jhV}`4lPP}D9MIEW2^csAVYj&mJHz<n1Wunj;iF2ZR?sQ5In7C5b7=XSxIHn
zKP^CL5Rz|x(05%%3O1xhcw>ehE$n~q!SCrVK)j_hVPVgb1j+U7WG3mTenC>@yS|Q6
zxKOzj=YOA5(NwhVpL6h|=sdL(oJp}Y4Z`1Y&iK}Ml`e3eDLcHhO;a{3JLc3TJM2kU
zV9s&B^KiZ)Dfz|^0p-r#yeE4+&=9lpkSy~W!#fl&F0-r++u23SG*XuxWg&O`gY9B-
zoqKzs?whG4lp+!}pKICz?|=?KFoC2W@8k(*zN6+y6s^#zvHR4!8oG<f=OGb3O(0Zj
zV&{va8=n>4PrY+i-=0<im3Vv|={4pl?p(en<L(Qbua)0Rx_GbR?yO7Zxm=^AuZz~E
zMRA#mNY?i@cuJ8D``i0@0A*tv(rEqFfLaeXb8c_Xq=wa_6n9yI-GahmIZ<1ijCiX-
zesA5`##Uko*MwRo+>2^HTNZ(WW#e>wNOL((q^bQIqKp`kOALw!wW8%$61M2h?vze?
zGy@;(WY&1{W9ajSr>mhX&HEZTf**P4x}t_p25=7@)Cfj_S&dVRAo}s;RrGH<Xxr>i
z@Xr>YLJt4YPds()|Bt1we)SW4e7}bXC;>bid_Nt<Q)u8nc#3juMf<Njm=DZ?x(M`N
zc#&AH>YMO|>XRGa3R&RLmx<ND=%H8t=sb~ilJKX+sSgb@>gBaJE8dtAkk(+%h?gT)
z)D$3w?CYjxPg_BR2Br9Ir**er244mD)o7`h*NaM?OiSSbuc0O+>U9d9@f(yWC{$=P
zLRF}wdc7{OMkF~(n2!b;TH@4bAQX^oMn%hc4=T#;VSaiFr4qtyGYYs2k!24Mx{yAL
zDp1jP%Ewp@`7Y=Vhus^7+E9Q>B(ckxntfy5(gRv`;t^dWe(b>?6%h!1K~_<#?UvN`
z`jD!d#m#H{h|t3;WK>x1__cNT{wV?Uyro-t3*P877M?!<v;;Dz@?6Ri42F8o84MVL
zfuqEjxM-;57DOB0bs)>Ba}BI+8nN>F@WMrgJe{T2_A}OtzIkc5IvGL6G>ekSkvSK=
z;>5f<PrCF1em>ah#Tnc!(s3m8jAz}S6VLe&Inc>;F{uOu*{bK^G6{xSUZx{%cH_XD
zv<<!P#wPGIqk5;Nxc-cPIu>h)(TU(4a1tIpV$=mG{W!#7u-qr=tFdZSbWszRKt6J)
z*Er&vh=tGA)jj8tz;3@Vy!5S-Px-~|Tf+)SWbialpP=W!lrKn?VAiTJP=W6Zwz1y{
zDXGENVkAI0b?=y90x2-RD`naFTb{TZ-44&~UvH$Dj@sMVa4*|8bu}v4cHOt$)VAn7
zPV+8z>bBP}`>nf-wkbCG>z*XF-d)|ELrtL?aXzCn20|?(Ek<`+jBCJkakC$p&Nihr
zhy+R%!^@B+)nusO$|h#nAYKA4A_+?SozI(Frw6<FJbI;kewe;soQbCrVw~9{^ys77
zbvtigx)QlwwzG`MmIj8VyVkp2x9hGNU2m0W&mL(#tLj{RoENMxBuLqR_9D7El`-b)
z<Dk{2!+VM}+kOeBl%>P_9bY2=7J1>_ws(_2aa9U&%eT@P{<!uS88XeB(>N%Eh+sms
z%h%p41^`#16biQ>owMXBM~C&JEdPg!nW!Dvt4p-b=*!LnLrCCDx-RxSIL-k?2di+-
z0MM(~I0x6@2@KX3g_$sJ+JL+dmZZ$v7oO=%g;$>G%w{(WH6<xKJ0JtVYF0*$qY8y~
z5Dvcfh9p<-v-uVi8)ifK^F@vJjP05#57}{3-Nef2FdVcpCChFPy${_UX%T?Prr^4v
z($mD?v&z%N0*!5C6l-*rFGwim)zB%R>;ZhXCXO}yiP}H^>Y4QOV(Ey@S&Z8lRi1wO
z=-7o0czh`z)Uu6{rDH{XgGB{Ki=+i#iWA6y0WCgj>NWT;QcYC>+cx-}+*daE<UExM
zFC|quu*fl3(CoNK9cWqGpL4Hi+51mEMM~3O(jhy&!=Il2+HjMpjSHHiVq}g(#x6OO
zP!+r4ylaT`Cj*=0QWHw5%Hp2UAU6-yFov&G(W;8l(SE^`fQrfWkXC8VV_14cM~mE;
z453x2zC^%T(I|P_e|v4#q<h?SgbjCOa6h$%hH?(4jGT5>jqBX3Udx}_Ya4qsOj;QU
zAc?$-c41w<jB`B`d2vCpWap}Oc6q_%^D5fDwC?TUedp0}a$6fkSy7?x3a@Y7Vbi$R
zb@eA<wB=}~Eow`kpDRlD^=j!CQwKuyg0r$?$T`{EcZazGKBRIZ2VV`d?;qKiDsKGR
z8;4LhjhYkKN8D_?mUvbxbp<Q#La6Ha?d>@n3#Weg6b4^T!+Pce8jrjdcnx@^3U$`m
z)7m<HQ@;yuS4%FGQ(PCrGIbX7pUH)>9{{a0d9IIoC*2-Ah`0OAmW3Ow+r^qaoAyT$
z4OSsv@?Gls@Ao~c6YIX-esQe2dD{bexjX>tP+0lp1Th&uM2Ns@VH|~QX`CL!G-N(+
zj!mb)^a{V2Dt}a-;hk7#dk~Z5Smcg;F}&%mT=7l($d;GVLVwx!8`i)({se}69o)|M
zD-j>G-Y7F58=>LnFzDpG?n1zWWMI(>QMb02Gw|w82Y;0yh_0j9bZvmG59FMlgC-hw
z);xXHWC+&9>g3JbfPST;EVqM^^b~<dvM?9@*#0s#xmo5*zb+NcEs~Uj*cyRsE`>2H
zAM|zpMb5h8<GI?_4<Bn{r0b@<tEy)(&+151^8c}|;`+0#lJsza*nyoX0h~V@Fx7ur
zw(-}t3&{I>5Sx;lAMn(4adG~qmMc<y)N17==J!N?T?Fr<vK^!WdWts~!?fXNAfz6a
z8>nG{^(-sW>c$S8Ygx&%R&_O6q`IPX4(T`^j||zjbmROQmhEy@Z|WksbT>5O!3`wA
z*;;|`CHm~R1FhOJj00cizP42goR61#WkSLvW{iQ2iTXU-2`jFIwg4TPDcMp_z0&IG
zx7s*Xxrm>rw}D?v_8P3*^2YDw*4hwMVjEec8j%$#69y22Nl92obW0~nVat-f&>kGE
zL8N3yQ$}-o3QNgAQ-<vl*Ff{SFo7+=N-xTINmGd<m+9*q+uk>)bIa@I<sY3wZGMlA
zkC3j12BQhPMt`^K<%i>2S(ldO6&nhFa!duPqDkvDlNi^!_7pf?F0*rS7PE0QS3nx+
znt?%uPbJ}2_r6b^S9gtIhKm7<9<R;Yt-}!Cnz2;}mZUC{iT+kT5P@|Q!{7=hf(M90
zsvCod+6SrHbsd_J+6SdteMz>?^++@3JtX4Wt5n8_69NSlA0*?5FY?dSaE$^pD6=@r
zZo6%Swv$NjFEThyagC}trOsFx6vOOAiSlmnKbkPoA2l|tezhYq^(z`9tUJ*nGQDDD
zFdgfJdq3U@>os0xe|V>9xWHr7<*T$ypnG$$>(wJ-=H=z-;gL6vdBj~CW63Rc05Hdz
zC&Zdhz$^>W7QN<|npHLiXcnK5Gx-GFk>|9E*Mtz4<}~Wblm*)~C@%}CyM@<?86+z&
z(0+79b2Sh*ur~Na@xy{o@xF^#Y*J#kVroh+hvM=<>owG~tD*6`e=NY<e->Z`h@H8M
z1tpM=kC$D|)x_mzw@X`5;n%XM2yp>{K`x*_dtibh9u6Q=YlsV_3B=sePKfHHt&57%
z5-dce#jVJp=pYWUu$1w7npErcO5N1U+LRwmB_fP0=po=?>tOpNjnc!`#?D#5Lx>6l
zwl{$YJRSeM%uYr53yF)h5S8f91WIj1WlC{-CkQ1s8xN}~2Y{QBkBbe!&CdtmV4>vX
z0PwIst#u0EVCCQx-~tE$IVgYoPzfVH9SJ&t%>+~>q<&NPbS6Y);o{;Tz|QXO?#|{8
zWV3fNX9w`}^RshsvU75>K2fkbd)m2xJXr0X7S#Mj$nSC_AkL;vmJTkK_I8v%<$_G?
zU0sBzsD3K?<MZo%fldF=<KXIK^NSX+DLcdlVhgczab^dw0oebE?+Kkh810<de!+&#
z)ZUie1LW|;#PN?z4u83;zcD=}JTU?P6Vns;zhUvOTps_C?a4qz#ee4e-9%ek_CIiY
zf<+K)Dqv>sWD9Z;201v`Sek-<0?7Vkn;`q2Nq=Jaliu{Ho9|-p^gH^$g8NHeszDt8
ze)Xq@pP6A}DJ<%04WU%Ev~sWou~4eInn3I*)l4lwHr6bZAUp6=%F~Gxm{Ql$3JkFY
z*$J}$#`mZ0pTd5*`gb+I82axv{j?PPXPNlBUB4J5YUA?vtAASivqTEmfb7hLs61G~
z5HpagjSCg~->HAK<?lj%vE`q&{<O!%(!~byFH(Nq=HG?<1yCEyf3!qcTuF=4)fr?C
z`M+TLyVPGy`&R=5pGu5?_|N==NId<7pQ<e1Q)Ol4<WL6y1h|0$Kt5&;fB*-FAp5^i
z{+TU*%CL7*x3{+uRsg9(v?<*!pB$FhQ$PsfL}_XRa(4cUh~EhRMTVk1*wW1N-|XNO
z-~bA6{LPNPQ2wio-+bYJCFQTQf06T4_yy!4p6>QeVCTQ)x!}(PWhZ;Et0}}u`03>7
zHdz5|TpVlwKEa<==Fh}`k*4nSRJkBvVJVP}^HY}nB>nx;-zhx=l+`7**`!=;Y)n9Q
zc28>5Ei9cWpT57UW1-Z9I641xaX>Zz*OQ~=<l$!JeDb}&nL)|$6M6+pH^@)#%gab<
z?ErGIaE5>=-G1ZaVdG>2{$j$v>-vi=zjzV>342r5pDs~WLfF;S5-h;U3xa?-c{o{l
z`JbFR*VD9XRue8D4=bmM89$Gy2``wB``419sQ6djf0HX~=j;NqGll#v_o>tY&3K>6
z9gxcu!pg-3GG*oCG2v(Bhj4K}rGYrWVE$i<&y(E0@ct(E*E;YQ|Nl!3`}OKm>+;mF
zvH#Js{k`)2TGRgj|NnWz|NmwGA@P4o{($1YIrtx3{|!oi(EJasKcM(;4*mz%e}mE=
zH2;I^4=Dbdga5(x-=Opd&Hn`#@}GU<r;v~kmHSiA_aA%TJb(7S|6!MpU&BSbyuXi#
za&rGV(D9$5MG0}D@-U*P!9V04dtTASkD(?Q3VJd2r+F~AFdC|tlYhT9yM|yjBpic0
z58wHm&;qG4uw`Y{$AZHjUdk1w_s?~4JrKlIR>~FBl*Q`0R)7UAxl2o?&44Q%ew{uZ
zXAVDn1Vvu0NZhwfU0QnFc#(vzZg6EbEoWKjmGYN57Y8LNqj68Ug<d=EXPGY=g|OSe
zp`d@(NT;M4wWo_Sg4E_XyIlv1z60<|Y|W{QmM`j;Kf_TANZg)Nmt>J-=_N+>=HQ#J
zf3F)`No63}8Y0QX*Vy=eDYlZ@z^Ib(n6Y1yu8oXk6vnzqBz<=ys3gU?`0=db2jMz2
z>a!W!Iir7snD@Vc_>VDXPF~>8p``x=uzvKa)rXgu!A6i{g<?B5oOmm&9;=S06~V=s
z`_lj~Y<UJ~4r6ATPUKjFKX7oEn{_(JZ4mM)&`pnhs-5c@BSV}o-H%=jZCF-=Nz3iK
zn?kV3U%wHR_s~krr{)21Ed*&cj6<`+y=_Z*ixuNbU>O%_*Szbv)@JDW9oc#5gU%=H
zW2Bh;oZ{&e4zK(w=duE%54$CaKR``_8~)YF-$A2Em6g|vT={R>)!}_yzxB@EpUN%W
zNW9|!;O_BF%!rQF1{jM^^dY+S(Duq@AhPWmAcmsbS|V<^JdA0NVcX~H?IE9>ia*i@
zO%EI~GnHecG3%*u`1`?_pT@Um*Br=5$(N%k7X8G#{EgMbKjO{zC*HqqR-+7ZvUPsi
z#zx%U#?{u&nUb4b*$D!+G=1vbKgCLgh5so~Dl4HUD8<Jk_4L9oACI^MuOvU0I0rW`
zP@I!Tl%G#jOk9kgOIQ#n$;-#X%`GX$Cn+Hg<dWp$;g#eAi1Ul_NQ#O9#iWD{*k$d^
z>?wg<KX=nn{k<9ixwzR??d@GCf!sgeM^<H5v-E;Io%}X_sI3YyW7pCHPy#6d27iXT
zo?bXm6?&>(xGTOVadg;$#w7(|QJ+PomZYYnSYi7Iq*zRnU$xb{1;QfXQw3%OKg|<j
z;X=BDQD7G3P|UsFhQ431#fGu`g4fHzd)|3GG$cM>?}kcbssvYp`1rKS5syiIJ>^Pw
zZ`*{aoXng$GBQc~+=$>!o$C95A~ZwC#Jo@4K(xp01Pe8XOHqzCIzC6Vom@HAdq&}F
z^FqCa4n2N2Lyhyud-64Se+}2;&kH!62n629txa=<yfQ~`2sEl9{G-CYAAd)R$vnlD
zQ!I!M6bS7UBeA=#bb6Mlk*FmYQ^4<91LUn!Y!!d*<F2Qb>3Ujvep>UMUzWARFkBVh
zAD3klj{b~ZAs}WWb2`%a4x0M}&KWMh@wNBakM#{yF93(3=uMNFS5N)ORrJb!m3&xN
zscT5G;)CV7-?SfU-l#}4@lyQsYQ{dy%F%)JQ&=*o-T0pz<5S1Y$;HD7Vupqc0Pvt8
M)6z;RNueSCKNcG)b^rhX

literal 0
HcmV?d00001

diff --git a/docs/teaching/readme.txt b/docs/teaching/readme.txt
new file mode 100644
index 0000000..4afdef0
--- /dev/null
+++ b/docs/teaching/readme.txt
@@ -0,0 +1 @@
+This folder contains materials used for workshops on COW and Linked Data. If you're unsure about the filename extensions, just download the pdfs. 
diff --git a/examples/LICENSE.txt b/examples/LICENSE.txt
new file mode 100644
index 0000000..118df1f
--- /dev/null
+++ b/examples/LICENSE.txt
@@ -0,0 +1,7 @@
+Copyright 2019 Vrije Universiteit Amsterdam, Utrecht University, International Institute for Social History
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/examples/artists.rdf b/examples/artists.rdf
new file mode 100644
index 0000000..df11cf7
--- /dev/null
+++ b/examples/artists.rdf
@@ -0,0 +1,115305 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<rdf:RDF
+   xmlns:ns1="http://schema.org/"
+   xmlns:ns2="http://www.w3.org/ns/prov#"
+   xmlns:ns3="https://example.com/id/vocab/"
+   xmlns:ns4="http://www.w3.org/ns/csvw#"
+   xmlns:ns5="http://purl.org/dc/terms/"
+   xmlns:ns6="http://www.nanopub.org/nschema#"
+   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+>
+  <rdf:Description rdf:about="https://example.com/id/9088">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2j0a6SKKTAXaaNWU3pl86d</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Strummer &amp; The Mescaleros</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30850</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe59cafb9a6c1a17f66401a6a40e39b51049f9f7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2104">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3J9tQvcK0bY3CcVcgRELxH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6c37199205c89b8f3900ba3312478cd75efb970</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Regina Belle</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155602</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8807">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Receiving End Of Sirens</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3a1158d87a90899ab6dbc992bff7505ecf125c9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16583</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57fbnHozNJMl16yNzt4agV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/538">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9b3f1ef232a575a7cd3c26290889e93aecadfa1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dove Cameron</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2W8yFh0Ga6Yf3jiayVxwkE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1824555</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7857">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GVRgPtEC6sZFqvItIk3eg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88743</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60d2b52fb5775cb82683569b5848d7cb7f455a54</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore', 'melodic hardcore', 'straight edge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terror</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4577">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23403</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Icewear Vezzo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26de4df7b7bd4a23852d0eb366d6c906d789036a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit trap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit trap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZbmerOthZbxz5eR3c9Mn1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2695">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98973</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b19bd578c4e26067bc12447f4ab70322bfb739ef</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bHSSREflcAADAyCMlmxmh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'electro', 'funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mtume</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8810">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MxPx</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian punk', 'emo', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cSpfa4Un4NCOzeOKgGtG9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132027</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5771820625909fa02520ec15f5a839a06b6c4f5b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8255">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34949</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucas Estrada</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep house', 'deep pop edm', 'deep tropical house', 'edm', 'pop edm', 'swedish tropical house', 'tropical house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/670b357f6b0bad35858ddcdcaa4323be2a5cc8da</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tndYCXQneCV4jtoWRwVpz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6673">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chopemup Green</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a2386a0a9344e8d2276f8623f436dc8eb832701</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Gpiq1hkihIM3qkYsbAQHy</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">354</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7116">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trey Anastasio</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0601dcd434e6dc2afe3dc82f66b135ff7b88caec</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53687</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Felk6Y6jjU00yE1XTOqKZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3390">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xpJGyjbEzkWSNfcf2tcMl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2baca9c6112bbec8fcc59a23d50c2bef2a6eb04</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88896</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Intervals</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'instrumental rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8624">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">834590</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nFB4eMP5gdqee2eQb8nZb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conjunto Primavera</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e36c1a8cbded584604453507319ab7c2f457a8b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4603">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7J2lZBANizgPNfUzux31PV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Gray</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371838</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6ba4dd9af26ad723a636316608f180591b2fac3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'neo mellow', 'permanent wave', 'pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6058">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/423d551fd755aa73de5a78f4d21b409e0b134c1d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syndicate Of Sound</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1914</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'deep classic garage rock', 'freakbeat']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2y84iEkH5jHZcou93YUSXE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11417">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lovers rock', 'old school dancehall']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lovers rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SaSgAC8GbmzRyCuhPtWdd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83fb19ee13ae957dc7c5b6c3cac80ec493efb4f7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3457</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nadine Sutherland</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7701">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92980</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MTByljF8u5omBltY2VKPU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sitar', 'sufi', 'world', 'world fusion']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/398bd2c3a0a05918f23c292e7078eaba189f9c12</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sitar</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anoushka Shankar</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8104">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chairlift</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'brooklyn indie', 'chillwave', 'electropop', 'folk-pop', 'indie pop', 'indietronica', 'metropopolis', 'neo-synthpop', 'new rave', 'shimmer pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hAolICGSgXJuM6DUpK5rp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/103c030de25759eb1a4c7d092d4c57b119141a58</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138865</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4325">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bXCYbXleEMprSweKHFs9T</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35b78add2af4ed349904d86c484253e263315049</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fake']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">HOT 100</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">785</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fake</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4119">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dave Clark Five</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/822c4da5c5c10196125d50a2b85a6cc6367176bb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49796</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HBbky0Z08ZcCKVsXWbNE4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4973">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148xHiokcrFEaLFdwktt90</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2d84fc02cafee050233db0208a1a130b42bd9c4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.P.E.</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3596">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T3RPiMH711kvoXymKUTYH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14331</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugarloaf</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c1ca308ed250267cc33ce7d946c01c91e905832</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3128">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TmVnRduWRcnd5oSVqsMKV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d16cddda1a582446e0ecdd350ceb9d4d37b942c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Cotton</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7643">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">shibuya-kei</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/090fccfd5e0b661557603c6f6c6508775ee3d5b5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['shibuya-kei']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39938</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cibo Matto</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2te8VJxgUxcElC8Uq6eJs6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4635">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ca2648012e8ba2a76f9c9330c8c9f714df2ea34</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39SxEZ3tqMcObAi3T9QJzB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pro Choice Karaoke</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6880">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29lz7gs8edwnnfuXW4FhMl</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179164</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Against Me!</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8294eb1685d99a6d557049dba7c7760d0889c3df</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk punk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk punk', 'gainesville indie', 'orgcore', 'pop punk', 'punk', 'ska punk', 'skate punk', 'transpop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2567">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five Star</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32958</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89596347245acb1d27db79253c770434fcfe8c04</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4toJT7YydhWcrYNgWJK4hW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2799">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Bishop</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JhRHqCi8HEzkJVWt19LtN</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92088</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c834019e1b88f5831fb1f6c9d13a7d39ed3925fe</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1445">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Choppa</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf0af843112b60f116d53d3ddd34d12ce09a3c08</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5w3OeUdGKU8GbS4mjiT4YG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">397</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5667">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5x5aoKBB8MuJRoV7fjTFAx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Newbury</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'outlaw country', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0dd936db3abda1e816a48e689bf223ef627120a0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5162</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/825">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3790514</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cab7a705d1fefebd1f7c8bf03f27587ae697ead</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nickelback</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian rock', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6deZN1bslXzeGvOLaLMOIF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3590">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d683a9744c3e06212d2d8daad64850e113d6b179</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qldOJLMxdqLONj9Ds99DI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3506</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Davy Jones</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1809">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25f1f5c249b3e3be954fcc98d2837a8aed32e172</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'hip pop', 'minneapolis sound', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mint Condition</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368196</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MT97VeycuegSicrrphisJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6838">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Fang</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'garage rock', 'portland metal', 'sludge metal', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u4HBuoQ4dgPBzX2Q9uf5S</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d3b83c934fa2ac09ecdbab6b29ba855373124e0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142893</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/231">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4644198</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gorillaz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'art pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AA28KZvwAUcZuOKwyblJQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66ec50acc8815eb6c050ac3584998ebca678acb8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6609">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fLoyBsKDj6JvrJxytD1VF</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/740dacfeb4be6bc2d1b5821ea7bbc21fd1db3896</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29156</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Dillard &amp; New G</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5267">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4388</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24bc652a9c6df44d5f4c02034118a9b1fe04265f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sylvia</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MTyRJuQSGVdZQNUI4xRiR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3642">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'roots rock', 'soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cTSCsVx04SSht9V6cpKN0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mavis Staples</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51953</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afc22bb9c512a11bedf2b15da66d24703d14674e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6548">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">999896</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21mKp7DqtSNHhCAU2ugvUw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ODESZA</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d45e04208b55f434f31c6a46ee33e1693d23a9b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'ninja', 'tropical house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2576">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NOA8osMRoNN1FZ5vrR4y2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Double</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8969bbd0ba76207b13950727e272034921b0ea9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3999</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6456">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162807</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/679e1b5f12123ff0962a4eacfad60e9434e5791e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23ytwhG1pzX6DIVWRWvW1r</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'djent', 'jazz metal', 'progressive metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TesseracT</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5284">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6867</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70aaab9d5bb5d10a6816244bd7d3830e59206646</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57AKOY1SF1062tuVzgAPv8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Waitresses</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new wave pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1620">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vjnkhhMwacKwkrJFE0TVH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Travali</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3059">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a675296ed4f7063a8bbb86ebd88db1358d5ef08</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iB5AWIa7qreioi0AF3Bxa</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bellamy Brothers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135801</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3326">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/513c9bfad405476563e5cabdbaf1732fbff12861</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">901</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kSG6Dyyvf4MM8qWWrgKJq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evie Sands</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4037">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Douglas</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['movie tunes']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">movie tunes</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da56cbf4bc982637ad83d0420e736c6662e2f829</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lwnV2S8BCbclu9nqBPGvI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11174">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oofaqs3ZPfzIuamtI4cSw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricardo Da Force</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9737">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/935d55001e1c623fd62f0293b323162f6e84b049</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Najee</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74368</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41F8cUV8LJGVDPNnj0ito3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'smooth jazz', 'smooth saxophone']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3540">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fantastics</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/954d89687b04ad3e7b80fefb01c56bca4e2ebcb3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ibVIK8sCQcnuplE2eDxRg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7907">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'cedm', 'christian dance', 'christian hip hop', 'christian music', 'christian pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d56b1916a26304cc9aa25453c1321f53a69faec</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Capital Kings</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159103</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lTIrl4h1Vov8fDaNqXUof</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3054">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70c66949a553dd7087ad2fd10a097a53e595314b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">573nSltoBinkbQXk5JSY9U</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flash and the Pan</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new romantic']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11983</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new romantic</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/783">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Chip</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NjUjtjtkzZqRuWFdspT1K</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14693</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aaeb567034991d2b2da6c8b2d1561f75f643c4e4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2600">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wU099wsnfSuP0lxWc0jgt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55246524b2a7ce29c9f18d561c384b2413e41cdc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1693</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sly Fox</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9099">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c77f645cd4fa257a6b55882efdff2baaf73ee1ad</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boo And Gotti</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uksmRwzPxVotttjocjcar</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2927">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q143cJhNgGc8GUqJKOzcZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9d3bb42354da8963b4f8e083e38e6634c146923</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John O'Banion</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4316">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63d7d121c6d43c9db3e5ec2dbfcd412357656219</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultimate Tribute Stars</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1070</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zxL0SRuNRr96NkgDo7p1o</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7734">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38dfc8f5903d2f2ce6d98a33a2a08449f2b77248</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saves The Day</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gWhlJBlLQGLOgYWO8lwCU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'dreamo', 'emo', 'melodic hardcore', 'modern rock', 'pop punk', 'pop rock', 'post-hardcore']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91197</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10105">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wpAZyZ6oYZtHkl5HBJZXc</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5fc8bf4441f4f4475e490f6484f37ce4a0caed9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Textones</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3979">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab2c8869d971fdd247165863f3298c776e5a678d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BuGAHN3dgrxC9vAvdRRoQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Colder</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/515">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WRElKaZsn1tGnrgmJVAeO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cam</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8942c0e1a4b354f6c0cf89b4c5cbd3a745e702d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108165</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1959">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3237</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nine</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cnbaGjcH77bWAV1MgVSJh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22892b0522aabed89ed1cd20d39e3d1bc7cd9b84</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3103">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Travolta</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59316</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hKkEHkaqCsyxNxXEsszVH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05b40ccc7a84868fe05d774aac684c24565cec7d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3986">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a37d034294f5f0f0a741ef82b4182bc8b1e1de9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9528</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Happenings</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'merseybeat']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ojumrbWWohLIuzArVoyDs</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10692">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5571</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f19d3c81f81fda9a1b2569e4d005d7d73135374e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard bop', 'jazz funk', 'jazz organ', 'soul jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ud1yQWO0eEL8hVcXyU0Oi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Earland</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard bop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4417">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hit Co. Masters</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fc075d933b4209ce38f22766ed8cc8efa355a7a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47chVSWV06QRjDI6c3UgZK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2857">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'new wave pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Tutone</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48213fd9aae6a6c22ac3411ddd099f4abe432216</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18941</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n2LWYgwtGp7EzDapUoniE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4856">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NIhgQ08PBzMux08ndi8Ae</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gravediggaz</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82044</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11c9c61bee6e89768d831dec5d4b58ebae1a9d05</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11357">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16851014f0735b182e0cf9a9836674c34755636a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lando e Dino</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7n0lzHt8P9QczAwhpuIvlp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/985">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DqeVw9M195lj22iU1elxD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da8fa58ec979d6a91d79c969413fd141db9c0155</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8868</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Gibbons</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8684">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gypsy - The 2008 Broadway Cast Recording</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OOmWlvyNwzByMCGxTAyrv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1faf37bd09948e799ebf10819853a297159d3657</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7343">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92112</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'nz pop', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1W2FTsCUlviVRhHNjZwWiN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooke Fraser</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/795af2f5e1417fa9fbbfda1c7f72dfc68260a9bd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2299">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jS7I1u7BpgWT9ssG62Zr1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'dance pop', 'disco', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f17cec1f5f45a1c47b9e51c0db1ff45d358c475</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313748</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Stansfield</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4539">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29864</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MaIFcQgc3Buqm4eCu3yU8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ef566c137e57e986976b512ee98764fe2da7e53</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Bates</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4715">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doc Karaoke Ensemble</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35c889ad00bf9b785654182f292723b7e8831a18</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zY980WstDgXYTwqeX6ZpJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4230">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3626</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ElMTvVPnRlpOIzw5vZXRQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5ced83d8d49300a94273484270362d8767469d9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madi Davis</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9631">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vic Frasier</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be7cf240ec0daae650292dd408731848c01c8e9e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yDDgkE98qUsBfWkMSstfi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6399">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MhtYlJvUqfd2EgHSQTGK4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim James</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk-pop', 'funk', 'indie folk', 'indie rock', 'louisville indie', 'new americana', 'roots rock', 'shiver pop', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73971</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f2eb39dbb3dd9eebe61ce1d3538ef87fd3ccc8a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6013">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mojo Men</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">945</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RMmoLhiIGyaVI6icgcJU9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10412baee3838b1864fba295d7b53ee94777f14a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10903">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Bobo</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'jazz funk', 'latin jazz', 'soul jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74Dnr5flGLfLeyV85l0NUr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5b9285fe5d0e6eaa34ad573cf4a858cdb033b2a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28551</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11021">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Douglas</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f45301429b03361000e5382370145884dcd5562</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kLF5OqO9KpxWZl9bPy8hj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1329">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">604925</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S0GHTqz5sxK5f9HtLXn9q</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Garbage</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a52f7cfd7d59b7f9107fd06149ce31a2b80e7926</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'dance pop', 'electronic rock', 'lilith', 'permanent wave', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9941">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joy Division</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'garage rock', 'indie rock', 'madchester', 'modern rock', 'new wave', 'post-punk', 'rock', 'uk post-punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432R46LaYsJZV2Gmc4jUV5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1100234</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5eeddd733170399db794d2c430a8d2cde7ae1425</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4284">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">show tunes</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12404</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Samantha Barks</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['show tunes']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gOl5m9dY7IGAipqpul7GZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/708297fa7e0b9326100bbd3731be8f515b18be34</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/792">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'garage rock', 'modern blues rock', 'modern rock', 'punk blues', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6eeea39a2cb13812612c9842f207b8e0f42c0372</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2931330</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mnBLXK823vNxN3UWB7Gfz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Black Keys</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8420">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qRXoCC1CDTMTli9gplUvk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cincinnati indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47742</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cincinnati indie', 'piano rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a9d6b98de1ef1e36ff20650e6cfd52e43a51702</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxy Shazam</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3188">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56906</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'post-disco', 'quiet storm', 'rare groove']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jWuVnPLmjABrgCGianzs9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brass Construction</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/666ddedc05a8f846dc92c54d571ab66874aadc8e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5171">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59831</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meli'sa Morgan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0935cbcfde3f67f44d6d411d21e6fa156e09574</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YT6FujbjJP3ohD51eOZIV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6573">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af26c99a457dbe74a9b8c6a8e6fee2d0cb894f3b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ABfpj7Z00wfPiv2uW4MFm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Knuckle Puck</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'chicago pop punk', 'emo', 'pop punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121551</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3003">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Mangione</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trumpet</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45908</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trumpet', 'smooth jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MMaIlHd8UvDW0mVRAncD6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9df5954d907411a43487d61c1acae8a04ae0b93</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6268">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chad Mitchell Trio</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86056c79527acd445cd266291c2c605277710af6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3095</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WpHJJKKIF62r8hJfWUwID</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6285">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bb4389aaa6bfe6f273b0c040e5ae8485364f964</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sDbKMebVH2VYcRSl7u1VC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">for KING &amp; COUNTRY</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian indie', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">505811</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/403">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a15385555929645144890a04ac9fb8702dc7b165</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9899</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AsWcQXw4RJFRWBbwa0ti0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zayion McCall</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11293">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">532</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EjZmcZTs67OVOG511gGn3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freekey Zeekey</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1373">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f6a5894b9ae920ecabb7346667fe6506b416761</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avant</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AunegKKH2ys98aLxq8G1A</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">724487</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'new jack swing', 'pop rap', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5789">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3fb97e0e0dc8763465e35bbc0f055c3c31ef378</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32168</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'vocal jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shirley Horn</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0x9L9ChXVAf3hFOb0CbRmd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5536">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz saxophone', 'rare groove']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1297</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Handy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Hl3dCaBcrnvBAOMAW4nJR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz saxophone</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/231fca8d83fde1f6e0bfecf986980cb55824575f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4429">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8999aa6e9f80eb1011424233a2b83a041eb5ce4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mNB8ykTlENptzmsxXRtdS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191685</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawty Lo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/724">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaliyah</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/341693fbd0b8ed0e8ae042713598e2c9ea4870dc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0urTpYCsixqZwgNTkPJOJ4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1767340</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6874">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25oLRSUjJk4YHNUsQXk7Ut</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47303c456bd258179a83ccdd52a0ab95421f628a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236654</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electropop', 'jamtronica', 'jazztronica', 'livetronica']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GRiZ</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7551">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5czW6bitDSKbNBNDizRT9p</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental rock', 'neo classical metal', 'shred']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e2671d7319f3e8605cbf65e091a763607483869</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59879</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Friedman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2608">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Sexton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132XHXfIbAJi5jQKmH986p</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95f3ec69c322bdc3d9d60a432eb1a9bb55b6108c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4119</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7947">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3dd76a3fb8a40943f34140a67a4fbcdcaa2490e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48235</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earnest Pugh</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qJMkUIxNLC90m6BdgLEFt</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9581">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2htToCUWzqrvOX6ISJY1nd</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36f6217ba9ed2af80b96b63fadd64435fafb4c82</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The D.O.C.</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183467</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6975">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1d8265bd830bfe67944afa875a751c3dd4f9057</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yUsje7CszKGu4g1f4ih3b</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-psychedelic</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64832</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-psychedelic']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Claypool Lennon Delirium</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3793">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hTjOmHk7qrViVHvzd4jaQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/615265db56ea878eecb876bbc74773603439675f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kasenetz-Katz Singing Orchestral Circus</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7711">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diane Birch</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5m2sKBa2fJAm4P2MWfopum</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16642</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a70c2e01ec6482f872abb2dc4ff02d679bcc0e81</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4812">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wanya Morris</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87b3e8b2cdcd03e176dc80f0a8f79b35d4f684dd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">756</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BUKOA8zRAhTbh3xPE6gDm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8764">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CMSujYlfo2N4ZQ4uUkc5H</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5471</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clint Brown</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/793a11d1ff2af44b2a43b2a4373104a7afaf9125</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1074">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f0af01b403d6d8d7f98e33a683dc6fe218ae6c2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363343</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yung Joc</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23LbwefIODbyGdRbAz3urj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7581">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">409227</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'deep regional mexican', 'grupera', 'norteno', 'regional mexican', 'regional mexican pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TZXFnFYNzRTDrNFoH8YC0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39e4eb3250dd94f03adef78483c9b9997ab9cbb3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roberto Tapia</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11477">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Gtz00ObXTctreyxf3h7CH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The JAM Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdb1dd77d5ad124aa99790c4abe7f8a5c362928d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11426">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UrGiQXrpB2CmzVGVFtH5E</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Last Goodnight</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15691</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edc19e07d523fc5fa1f71b0bc60adbc7c19bdee1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8731">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">From First To Last</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162798</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5n71fmAB8Un2IfAPn64erN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'metalcore', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e3cb8e8b78442066cc973e72bce8e6cc82b0571</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3558">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Every Time I Talk to You I Feel Alone</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75NbtUU74Jkb5nSAkWUeGw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10471">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3fcd2f149945d5dccf0d5d1e1824e16e4977bbe1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A2yiLLhc0NJaG8rn4mYp5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vancouver indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calpurnia</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223312</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vancouver indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6250">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ynAJahGNNsmu9gXgYsM1m</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Kemper</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2771">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256684</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'canadian pop', 'easy listening', 'lounge', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cf68a5624e8a646d51760740d83be8a3361cb71</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ceUfdWq2t5nbatS6ollHh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Anka</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9980">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p3zwK8MbL2r4DLPWQoH0l</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat McLaughlin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2831926c39f9845b696dffd71e98b3c599901f4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2948">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fb0c4710c8888a993131172b1ec0082d8b28426</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OzhBXZZSU5bqBvRnREvVr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joel Diamond Experience</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7084">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Banda Los Recoditos</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54d54d16c6f1b37b2b74232c73c01b06b27de38f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bPiOPI4V99cepEftvBYak</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1987026</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'regional mexican']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4994">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All-Star Sexy Players</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/371dfe9750688491f3764ebe25bd5e8f1f6c4322</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">612</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XWjbeY70fEeQlDgtMs7xp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11322">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FQQGPlhzuAh6KOIyxDVQU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Victor Millrose</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4210">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6987</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KBhxS7BNH6eVsm0Gaz5qP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04fb7dcf699aa18eb5838d71cc06dfad61e67d14</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">East &amp; Young</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3368">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2040</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Gatlin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e174c358c15a6f4e11943985181852a1788d5686</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35qH8znAZo209NTBDDifTP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10622">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Batdorf</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68LzxOiTCZirIN9lYT90CK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa47dc4ec36cac7f5c7c1476236f0b3def506fa0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8489">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14H7ag1wpQOsPPQJOD6Dqr</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zero 7</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">304764</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'downtempo', 'electronic', 'nu jazz', 'trip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7211579602bb3ac0afddf4e2fcfcadad80cfb0c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1671">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'neo mellow', 'pop punk', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uN3DsfENc7dp0OLO0FEIb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugar Ray</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6d18f23239d929fda967ab27c11c206dbfd6281</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">468071</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/449">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NHQUGzhtTLFvgF5SZesLK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2116587</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a527816e4bf25f0281d91f6215bbe3f884df2d1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tove Lo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'metropopolis', 'pop', 'post-teen pop', 'swedish electropop', 'swedish pop', 'swedish synthpop', 'tropical house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10191">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german punk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xZHrltZh8zIRvjimgABvj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42924</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/837e0ae4185b47b87fee1b88cdcaceac698105f2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nina Hagen</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9987">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109092</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dBOV77d0Fy9KcTZkieXcu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'funk', 'gangster rap', 'hip hop', 'hip house', 'new jack swing', 'old school hip hop', 'quiet storm', 'rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whodini</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2074a2685a2b376d7f157341a665182b921fb3f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4491">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Xdp9Oz4PJJB9O0yoZmg7r</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d21bd91c8db5935a0e4c93bb91f7aaffe21d47a4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BFM Hits</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/870">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qvsLYsYP0MHD7jkdv6DAG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5528083dce42ace00f2893fe15810b350d2131c4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">637695</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country gospel', 'country road']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sara Evans</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4219">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8266ebffa50c5f6356b0a06a9f3aaa04270f739f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tzSBCPJZmHTdOA3ZV2mN3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">426864</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CL</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1271">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1007681</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'pop rap', 'quiet storm', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jagged Edge</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f5a91e36347f2fdbce10211ccbb057a09ec0285</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Aq8lpLMSt1Zxu56pe9bmp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8629">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/546aca1686dcb8a5982cbc79ec4544b7d44a5916</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6827</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fireman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QNeV0eXW8W8SVXeALkOpB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3038">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerry Rafferty</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127551</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1db78b05e1647ae079e23fd7f20ceac0936c8c8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tjbDPvrdvDshcpEMXKRVb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/618">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06c92b0aacdd52bec7f16eb948bb8b19163a59e3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135768</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nvvVQhPQGkYTJlThLbJeu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OG Maco</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3019">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77vFMS6JGC1VvpBh60OCRr</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Johnston</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d719df99fa23f3a72ec7e00870be15b380aa140</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1473</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/810">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4c4aEmXU6Hx95REbIZ3S82</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17158</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f11fc63657807e45b1748f6db211766a9eb58b5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rozzi</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/407">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffa223d9d125e1a731364e3fb95d00d8c907120a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc E. Bassy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'indie poptimism', 'pop', 'pop rap', 'post-teen pop', 'rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">249421</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tQx1LPXbsYjE9VwN1Peaa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2873">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alessi Brothers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd685ba01cfeb72136689d75092f22780360e1a9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JxWz42OKiQ0V3KzA4mDF1</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9280</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9071">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toby Lightman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BDyPnpEAyd6kFM1Wgpdgz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7689</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bdd8b490d755a62291978b7a0046531fbfb91a2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5945">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/440b414d1339f0092e59d9a5c8ad0ce972e7ef21</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mills Brothers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'lounge', 'swing', 'vocal harmony group', 'vocal jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v8bwWRbu7AI3YFhzoM6Ha</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39036</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8905">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120324</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'groove metal', 'grunge', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'post-hardcore', 'rap rock', 'stoner rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qB0cTENhSUc0feov5qbg0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Helmet</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5eee574497a13a8783e8dcd84c489b0715d67bd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4078">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pZJw2pjpyxcqdOUmYdwSY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1286</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f74ac243454407dbc8d45f61138e4f26c81c455a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ovations</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5559">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62674</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/098aeea8a8f7c3a4d5629f649e1966a9885eb5d5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zNOI87gG4RttFmYAZWaxQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Avalon</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'rock-and-roll', 'rockabilly']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2320">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xYNGCooNIzKMAtJYKSOyq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'dance rock', 'electronic', 'madchester', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Electronic</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70299</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bff753651fffafa6c87f63d5200add3864e897c5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5487">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93609213bc0adbeecab83f8ab4731adbddab5d1c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american', 'garage rock', 'native american', 'protopunk', 'psychedelic rock', 'punk blues', 'rock-and-roll', 'rockabilly', 'surf music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Link Wray</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46713</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vQavlZtDA660mnZotYIto</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/190">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12988215</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'pop', 'reggaeton', 'tropical']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e77af6c6f2a7191df0b82bba7c24cd43c439ae9d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daddy Yankee</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VMYDCV2IEDYJArk749S6m</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2192">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d0e1daf051b1179067c3bdce005447af13807dc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Mo9PoU6svvhgEum7wh2Nd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506488</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Public Enemy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1421">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'r&amp;b']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xDc4cU0Rj6YG8SrmAHIy0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heather Headley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37272</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7dc0c8b9aaad3fd0a430084f395be143b25eade</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7096">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grimes</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d80fc574389731bddc9dbeed7255e7d084803e9c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">053q0ukIDRgzwTr4vNSwab</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">861245</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'canadian electropop', 'chillwave', 'dance pop', 'dream pop', 'electropop', 'escape room', 'grave wave', 'indie r&amp;b', 'indietronica', 'metropopolis', 'new rave', 'pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/171">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Cole</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'nc hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e9eeefb2c94579150fc37916e8319b975ec8a52</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9042720</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6l3HvQ5sa6mXTsMTB19rO5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3135">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fb4b099fe54b0a2b588007520d340cc35caf327</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2022</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Jk87AV48O8quMXNs7sMIW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2396">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dce8c515ce657d3264ba34a65f7bd70e74144153</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Information Society</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'freestyle', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81946</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bJUzb3mLEYCkTAp7eNJgO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2480">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q8tRS0hCMVCylgKAoA0ya</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23142</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stacey Q</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bb7c45a4a8b4c9be15ea9ad8404e473ec0ad0bc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'hi-nrg']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2482">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cMIEub9j2vbMGF3GOETWi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Shaw</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90f0858eab0c002201c035ff3146143672ee7045</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9208</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4876">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Haddaway</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131688</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e30056f3dabdeebf08213187b78c44f0b06f6784</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Suv0tRrNrUlRzAy8aXjma</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1159">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vdMPayKk8YJxxeNP5oMCb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">423928</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9837f337431ea4a73bf699e24c4d588028bb0fce</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chamillionaire</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8620">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexandre Tharaud</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HG9Eg7Ik8ZuNtMyGYTxLG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14840</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical performance', 'classical piano']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4078999653a2642db3b194f0d92cdb91fa21c7d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11188">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14s7GwtIinwKEtNA1hKpzr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">858</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rome of Sublime</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10752">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RhkwWJlhlHaStiWkg9JDg</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frederick Quelosoug</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5da062a7f2726c59d0647e5e3ce19ea993a803c2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9354">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15618</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uT0jnwsq3AifrLorG4UDt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rah Digga</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'hip pop', 'new jersey rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3462dd421f1459e08ea7fedd645de9005eb23a5a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8270">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/709696153c507a4e553a91f765c363dee01456b8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">301035</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Lies</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chamber pop', 'dance-punk', 'garage rock', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ssXMmc5EOUrauZxirM910</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2588">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qwERxFiC8zCJvnVI8Zkl9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fa4e15fa6b548522ab1107f753162968363d729</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9551</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'heartland rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Cafferty &amp; the Beaver Brown Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2440">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24184</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Book Of Love</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a972fda7076e501fc6552b698939679e6a9c6dfd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ow8F3xGkmZWVulTtaiFQo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9448">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18916</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xPJUnlSWLJHXch33w1Ljj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Crown Revue</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swing</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swing', 'traditional swing']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a93931a8d50fe31f970cd303f5af8aa5a102edc6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1289">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mobb Deep</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e83f4839a0264a6fa1a464a76e6ad1178d30794b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">854104</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6O2zJ0tId7g07yzHtX0yap</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2467">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Kerns</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tqH66EbUpLDz2dRNVLAyV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8191">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gomez</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73090</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbf5bd421a40c2a4b497a5eb24a5a5ca07db7fbe</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zPGlyitRvJo7iz6OKlETa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8039">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal death metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pFAF1L1tYnJHLe5hgyKuI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Six Feet Under</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal death metal', "death 'n' roll", 'death metal', 'deathgrind', 'florida death metal', 'groove metal', 'metal', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82978</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0d6b2d8255b64eca3ca1da8657887105537f148</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10918">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b47d670361cb901d088d625df1444a339ba4fd76</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gertrude Berg</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00ruiMhDITIvGHUzZxXZF2</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10545">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60029</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'afropop', 'classic soul', 'funk', 'jazz funk', 'soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7811a1e80b838569427b817331c3687ea2c1ad96</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YHtIE7FI8ITfekzzN5Jpl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shuggie Otis</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9956">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6135a47c6d3ca2b3f3bc0efd3afe761b8de3ddd1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'groove metal', 'metal', 'old school thrash', 'power thrash', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flotsam &amp; Jetsam</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42256</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ApBh0VSoxRjjT3kFQZrpz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5246">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194g4SFwSSzyPtgkH7v3Cx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">After The Fire</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4c4f750a9948019a63a969410a95da23018e2ee</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4914</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10912">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6773</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IbAZwt75dpehMOgcC3GnP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acfd2f44e79c9caa3702a729a45f3bc12470a797</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Rodgers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1058">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DaxqgrOhkeH0fpeiQq2f4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oasis</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a4e00f806df130d22e4bfc19243bbe743c304b3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4302069</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'madchester', 'permanent wave', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5138">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob Jungklas</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bf1e9c22e44ba71c380d82e5e43f9fca7cb74d9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ub4gS30ap9kUPwPABCZfa</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2152">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.A. Style</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/252bd4777b9849bcc778bcd9de66129d7dbab9f8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4reUSabzsXZWM3BMH4fU1Q</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1607</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2028">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0488b8c02bc9249ddf858e359dee66f206b1eb4f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'folk rock', 'mellow gold', 'piano rock', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Joel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zFYqv1mOsgBRQbae3JJ9e</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1980801</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8842">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CAhiUHkUYT1mFtVHM9SHA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">947550</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20848d4bf33aec496067ff23dcb49174adde438e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Valentín Elizalde</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9911">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00c0cde2f4558795c4131b91b38b3ff0f08d5901</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sidewinders</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Jrzlhmbg8a7Ic0ZM69pC8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">411</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4229">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9371daf72df96ebdaff655296fabbcbb814db888</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">378dH6EszOLFShpRzAQkVM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1390289</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindsey Stirling</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5430">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Third World</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bc6d17a0a3642096db80b66e3b00798cf94dfff</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64973</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qfKnsgz1CwyqA7lTdieRJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'lovers rock', 'reggae', 'reggae fusion', 'roots reggae']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8422">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lTux7kxPz3oahwoxtWxO9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Byrne &amp; Fatboy Slim</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18c0f2363a73869976197ee830a26f8fa1fa13f1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2605">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">austropop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21830</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Opus</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pf1217gT8zcjOFc7oMi47</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f056e4c3185f03e6808f29751991aed8b2cb221d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['austropop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4212">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b82ffebf9d1c536f19801781e40a035ed6c43e2e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394184</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marian Hill</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xHQO9GJIW9OXHxGBISYc5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3478">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TKOZZDd5uV5KnyC5G4MUt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smokey Robinson &amp; The Miracles</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'funk', 'motown', 'quiet storm', 'rock-and-roll', 'soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e1b939d6fcf5acf070fb266729458171eb46edf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">570059</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7707">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Canon</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46068</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dIjbaW9JTTQQ7ufrQnGsq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/deee237dfb55b15a4372d8d33881c2003c7d9066</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'christian hip hop', 'christian trap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4668">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fd04ed76b7304d0019197896784c379106353dd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30767</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IUvXYeMtVmp8YJWf0eqvf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">INOJ</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2047">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4370</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23haIv2PI4w3c3qX3Nx2A2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Def Jef</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5aee2aad7344068972a169dfd29202b284e36c27</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7279">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4svpOyfmQKuWpHLjgy4cdK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Godspeed You! Black Emperor</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian post-rock', 'dark jazz', 'freak folk', 'instrumental post-rock', 'post-rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e8f9677a82a3aeee8ec5f04d5ad37f0fec44374</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian post-rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185352</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3801">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chambers Brothers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12011</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OwaxYpG77PWKSLtj1QzG8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'psychedelic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cc325d9c3766985e5964df4a63ba976d4d14f3b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5881">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1492</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ola &amp; The Janglers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b03331fd8d8aa4d2502f9d030c90aadc016d9b6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5THiACaeWaj4ZDVt7Cd5nl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6837">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'auckland indie', 'indie pop', 'indie rock', 'indietronica', 'metropopolis', 'modern rock', 'shimmer pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">592642</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea1d9881817ed62c0e4b36da1dd281dbfe64d785</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Naked And Famous</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oeUpvxWsC8bWS6SnpU8b9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5508">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rubinoos</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3407</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc80b1042a444ce507ad9e385c2101975771c3cd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ShV0veaBj1NvWRORhuwlI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9713">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5C6XWc0vfo88VBzZX2lHva</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f394c4a2daa6aa6456c43daebb7560e696e605f8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2231</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Lynn Gregg</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep contemporary country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8366">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZvPawZKckuHlqY8n7CUnl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/069248b3afc3de333a8079838de8aa03b9df86f7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british dance band</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1406</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Hall</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british dance band']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10248">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c407b6b450e7fe0fbd73025c05d53c6ca1986f1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18175</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Bruce</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73ndLgs6jSrpZzjyzU9TJV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'classic rock', 'psychedelic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11297">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GXl7JNlpliaLZhSVRLQKu</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'chicago house', 'chicago rap', 'hip house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1514</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Lee</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f52161c234be65184f35ea7c55efde9173a10027</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3184">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nVQLK3LSM9SFP5xp64D7a</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Latimore</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'quiet storm', 'southern soul', 'southern soul blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/034aa1c04a7bd4e79195b9f9a1ec1ad4b872d0b1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36384</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10715">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5a4305034f8ced9ffbb74072a6a006130d52905</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rXzQh4Zd348oFGhcTEK2O</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fred Buda</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1003">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pleasure P</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">668550</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dROiL44pIQZVNZ6Bc0OJO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'pop rap', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/244d1bb06296b19d5cd50bafe9b50f2a14877cd3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1508">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cher</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72OaDtakiy6yFqkt4TsiFt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1204125</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13a478575f4e6a9b83dce3617603b3994d8c0f6a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hollywood', 'new wave pop', 'pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6503">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e977383700dbc45a38f169b39d1f669f8638ced</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superchunk</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42597</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lmde7T1WJPFwv1eR6melP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'emo', 'emo punk', 'freak folk', 'gbvfi', 'indie punk', 'indie rock', 'jangle pop', 'lo-fi', 'math rock', 'modern rock', 'noise pop', 'noise rock', 'post-hardcore', 'post-punk', 'power pop', 'slow core', 'triangle indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6600">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51002ea5536f7c1cbd0ccfaf1cc63d79c719d96b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Counterparts</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'canadian hardcore', 'canadian metal', 'deep melodic metalcore', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LyRnL0rysObxDRxzSfV1z</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91700</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9703">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack smooth']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter &amp; Scotty</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WoZhFhkNG16d3jQAG1fqj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack smooth</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de9942c55cd06cf0417b72aa1a8ff7f0f4fe894f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5328">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02745df9a95ced28ea6cbdd8c27e11824b8c0b74</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">249</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shot In The Dark</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tHSEcYVCQzIPrhZd2MFKx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9933">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Circus Of Power</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b364a78419789a0733bf9c828e568e0a8363581</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4315</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'sleaze rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GB4YRUimBVvtU7Cm5W2vM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3629">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CP7yKkslqES37eF1XGArP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ROSZETTA JOHNSON</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10111">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hyperpop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3328</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hyperpop', 'kawaii future bass']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maxo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">069n4k5Ultxa6j838AJtGJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2004bbdddd92f15505e6ca1304b9314d4ddc8cc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9583">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79373</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic rock', 'new age']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BkAYxgwF9VQiid4wI07yJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5398232fd6afdd3a422bd3e2793bf0f79f94575</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clannad</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/441">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tinashe</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'electropop', 'metropopolis', 'pop', 'pop rap', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61fd9f0f395555e9a0f4611aafb054ffcb785a15</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NIIxcxNHmOoyBx03SfTCD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1446997</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5681">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Kelly</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f17d161a9e0f1ae1856f4bbbebe8403d3ad55862</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11YddROPWOPNY84ivYA2qu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/909">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349547</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d133623e6475286c8148e4e72f7f9d7f66da65</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40giwFcTQtv9ezxW8yqxJU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chiddy Bang</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'philly rap', 'pop rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/335">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'tropical']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264nbMzGPSkDZqTY8nXwCG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Torres</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1ebe0df9db4ec3c753fae758c98a12deb2625da</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">533017</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7208">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stevie Stone</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep underground hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep underground hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92585</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71da184a3ee2282bf856e8fffb5440f618ea309f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IvPBSC4CgNLYC1GHEAxcN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3015">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rufus &amp; Chaka Khan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1995c2dfdf8c3ec007a1e0abb032a6c8b9d2616</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20761</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YLsqPcFg1rj7VvhfwnDWm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8067">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cape town indie', 'piano rock', 'south african rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77015</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6i4aN0I3l7uldsLTjbZOF8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cape town indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d0da62138c35589051036f06d33fa7080b547b8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Civil Twilight</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6186">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TvxYJwhD6rqKvdMxgtVsO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17a9f4d9853b28631bec7729b7945e58dbf8d253</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julie Rogers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1980</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4908">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3d2hJTVTwo08F9b0ZFQukJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96619</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'canadian blues', 'classic rock', 'electric blues', 'modern blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jeff Healey Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2f6b45d76be6bdc43f5c2926f8f204c1a6ecc6e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5100">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UBTfUoLI07iRqGeUrwhZh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6e31701cfb9f979c1ff6b6af261d089704d2824</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'new americana', 'outlaw country', 'rock', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149733</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Earle</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7113">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8549ab33ac2e21159cafa4efc098fb021475c118</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">744816</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'metalcore', 'pixie', 'pop punk', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Escape the Fate</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ojhEavq6altxW8fWIlLum</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6026">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'chicago blues', 'classic rock', 'electric blues', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'soul', 'traditional blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c116fa8059a519a653f242c7e14feb43a4186d0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196280</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bo Diddley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bmixwMZXlkl2sbIbOfviq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5922">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7104</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harpers Bizarre</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'sunshine pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce62450546a3fa246f0a7041ff17ffaf480c188c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bW1mPOielsoT3HuQtyydG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8247">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexi Murdoch</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'british singer-songwriter', 'chamber pop', 'folk-pop', 'indie folk', 'neo mellow', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174640</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25mrbNwFzoqPWyYXLhiDRw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9c78e23d67e5c39db6b29dcfbae7e58c06d9b37</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7297">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fences</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40188</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vjCIhbLklvyaDBgCcpH57</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/994c105b24bc3fd24b150e0b3a5a08e8d6f57fc0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7083">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'electropop', 'indie pop', 'indie poptimism', 'indietronica', 'metropopolis', 'modern rock', 'neo-synthpop', 'nyc pop', 'shimmer pop', 'vapor soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185550</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e6aa92ab34ac29f575a51cd0af2deeed7969435</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WId4o5jdGVhptNU0uqKxu</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">St. Lucia</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8122">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrick Stump</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wsdUS0EJ7zHgti2nxTVWR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6cdc58046fefe901ac1ba4d1c13cdac3357a5de</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'pop punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104902</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5574">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arthur Alexander</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4998</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0j4pxInmdtF4bYQj0VVpbz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/593cc0c86992c1e288bd95e33998a33c2e74e02d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7588">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">379625</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdc9cf0b72e6bdc2a35eb1137781c975fdacbd8c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Broken Bells</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'dance-punk', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'la indie', 'modern rock', 'new rave', 'rock', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dgwEwnK0YtDfS9XhRwBTG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1487">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Calling</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9a3bac3720323ae7f1b4f1232e3ed14671aa1e4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">415669</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aMmmNxw4vgpc5XC6hK0zp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8573">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18028</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bofI6U62c9ZvTOrORFVwc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carbon Leaf</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0ae028acc9ae39f0050f7aa8fc21092c00bd558</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7310">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52238</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bear McCreary</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/962ac2c105267b3688e82bbe7bfb81ce8be947da</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ifvIECHAlEgPMBuBOJ0lG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7344">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23wEWD21D4TPYiJugoXmYb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2144548</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31e4101435bf7b838ed07676fdfc41b00f81fb12</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin', 'latin pop', 'mexican pop', 'pop', 'tropical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thalía</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3208">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90c23bdc9d89edb6e7a58f22f92149609a1d249e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tower Of Power</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'jazz fusion', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156731</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JCxGVxsISZzJHJPUOtceB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10280">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">835</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swedish rockabilly']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kingbees</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c680e99bb7b222e9c1ef3a6db250dab113b47cc4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swedish rockabilly</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cu77OuihTaUDYozqa2u9G</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4578">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZdpVhQMRoWB1w3fWJIAoM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chri$ Byrd</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8798">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qTcoxIAbOjMDV6DlvLxgm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc8f2c6b8434ee14d47c780e27c7bfd71314bf9c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8792</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Johns</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11006">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tcHOE9Dr4ah8Ui3KqcCtE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">544</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Las Clasicas de Universal Stereo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5933">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sweet Inspirations</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4002</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wonEkTZkBGYq7J4w56yZl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c380e5c46aa9c91ca2f501e56663b3b5d9b1b01f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5020">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gKjPKYtt6NXhxIqJPFIYE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/362e2a2ee6b1c0f429be0b0ca63344b30f419897</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Hits</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4162">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ad8a11c8c8ae591003f23a761b668400e2c717e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xXVCIswlD4r8PXLVwSMA4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nashville Strings</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4462">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hyphy']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1de6a5360f5be425a7e209c1fda01eab70b67905</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15760</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5M6GE2n46o0qBIyGXtzdQz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pack</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hyphy</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7590">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00xtj0ItFK8vjtTf0T40Iz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad7f5859e784e0e571843b7851dde4e60e7e6451</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop Beatz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5555">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RaDKTFXuy0qA8YV1h9SwC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Dean</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34121</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a479f05e054763e9cbff562b867edc10ccd05777</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7925">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Philharmonic Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf87148d622227640d5c20ab5d7c13693d53f604</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PfJE6ebCbCHeuqO4BfNeA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical performance', 'orchestra']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">226516</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5256">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08850b5a1863e5ef09eaca4ce1cb2757596bf554</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79101</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XSKLwRyT1GttGP7fqr5o5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yaz</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5568">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DaNHydyH8Te8FrV4kdQvH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0498d42195d0b6fffebaf3f8041b0686d58d9d6a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sugar Sisters</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1639">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chad Brock</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0c7e1b8607986cfa949f106874a364882ed3055</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17961</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24VF2kZrBFn1WvJ5oF1SRf</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9515">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1ddd19a28c2f13c4e684cbafca52505a41491ca</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Petty</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6waZCVSwwE9RQZtBLrE0VL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4458">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rYYxPnTACfVyjNNMqvH19</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Music Club</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/710078a7c5ae901be421b60658a08944376311f4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/202">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33c1ec97b187cedcea9bec3ea55c707fab2a29ef</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1330572</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Dicky</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tqhsYv8yBBdwANFNzHtcr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4188">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen Naija</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nViOFa3kZW8OMSNOzwr98</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2062be9aadba620a85bbaac9b068b5228e5323c3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1061442</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'pop', 'r&amp;b']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3533">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/003403c526afaac2f3d20e4aeeeb895bb5ef7920</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenda Lee Eager</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20oZGZ1A9cCSkDtifcp3ka</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2598">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96b85aec6907206572527e1eeec6569d5e977a38</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ThoqLcyIYvZn7iWbj8fsj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">675963</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Withers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4514">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">914</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98b7ff276dd9da965c28305d4d1bc1b796ec1c67</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nitty</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kEcxP5ezzvP5RcO51TCBD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10019">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twin Bott</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mRAgQKauoUvRZDDLp9FTk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6de10004c647f602de4dfeaab6bb9fe868a71dd2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8828">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82107</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dolores O'Riordan</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">limerick indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bbf7a8a38fde7ba0ffb3d7c8e7b872db2edd64a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['limerick indie']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55s643XPig11NyYM8do64C</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2975">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a7f630ec5968db8ed465ac66a092c39c3bee84b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37000</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'minneapolis sound']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lwRI7lvmlRY5DiA5Xa6wQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lipps Inc.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2971">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">596</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7E8yETzDbHYASNxtFQysf7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dynasty</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12be8ef8e7cf9cd0044b9c66cfb2b7d0329b0f0d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10061">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/564b3741fe51fb75653d4869a450117efd83e22c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gpOLOIn9tu4nfK52nrAIM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian relaxative']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zeno</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4006</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian relaxative</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7141">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'finnish death metal', 'finnish metal', 'groove metal', 'melodic death metal', 'metal', 'power metal', 'progressive metal', 'speed metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Children Of Bodom</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3dcc2dc2804468dbe498deb536daee6ad75b2bd9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366428</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xUhNgw4eJDZfvumIpcz1B</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5227">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">564</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83bf34046262234feb6cacccae89fb1f02c795e6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Streets</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QwQWnVXIXbKPUqSFjANCK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1285">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8708b549d4ef6ffb90cd07097db171e2846d96e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2991246</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aventura</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qto4hHid1P71emI6Fd8xi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'latin hip hop', 'latin pop', 'tropical']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6207">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc881896edbee4836c90d0cc37df935d454aa148</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7892</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BgyJtxoixkegtJX6HqT4w</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Holland</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2129">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Public Announcement</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02JTFUpX3CgLWXNKEXIvcb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61162</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93f99942316f6ad38622dfa764baee392f683003</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2625">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop', 'zolo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LXEAEGrpKQtpyCu2sZuWu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oingo Boingo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaf55ebd8f48bd95b3c203237ff550161288999e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151798</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1188">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68125870fdff456e17ad48b25d0ba948d1379515</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'girl group', 'hip pop', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">324978</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FD9VAd0ppjmKbfxF4LzUh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danity Kane</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7994">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris August</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76303</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27e31bbf677e68f96f12dd534f7b907aa00229d4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ThfTvfTCfzJAEvtEI2Jf8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1801">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">300079</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1W9qOBYRTfP7HcizWN43G1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b194dca8c9aea4a8da8809705ebd7d8dcdb8bb0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slick Rick</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7694">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f14f4863a6c9490984d80572ec65ea51958e954</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'modern blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ks4E3VJXDIRABtxz2IiBE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leslie West</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20377</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3970">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul blues', 'zydeco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7526</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62fdf915c56634653f78d0168401cca0e2650f45</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Paul Jr And The Zydeco Nubreeds</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ChVWGKYiJhV3u0S1EnYJf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6597">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92a16c6a22faa02ba30e1179157231b2c81b9f8c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224093</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pdyjBIaY5o1yOyexGIUc6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian folk', 'canadian pop', 'electropop', 'indie poptimism', 'indietronica']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lights</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1316">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84c0ee70d8bbd87688b65ee200f42a4cf74bac1b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cutty</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jhkLfgJKRu9Lb0AQd7fkB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5310">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rex Smith</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UUErweJscAbuxMmVo8MON</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17624</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86912c5784e41f1bc65c8634bcc7a12151a8b999</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/464">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2577705</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/574b498747261e65fc6b17ab48981a1f664c4078</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6T5tfhQCknKG4UnH90qGnz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DNCE</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2917">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/447ffc0cffcbbb85de66a63d7887bc8f67f7c0bc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary U.S. Bonds</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6849</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Qw8MHpjYxm9Xf0O1ZfPiX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1890">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'celtic rock', 'melancholia', 'new wave pop', 'pop rock', 'scottish rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Del Amitri</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf2f0858f0611d829f9ead8502aaebac4a6f81c1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46806</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Q4FnG5T6NTUcAAZwuMV5K</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4130">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">341</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YNciz35JttEP3tpD392Up</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0280213d18f1a4bcc8df99287bb0b95aff897304</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patty &amp; The Emblems</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3309">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Moments</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6avGAzQTmqu8mfSmZrN7gT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/781cc4ed11600fc179deb18c87cb8d91929c9c91</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66587</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5779">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ngmu4UfpEPwwnfEcIRz1t</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Curb Congregation</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/722629fd21f34b5d749f72b0afd316c66e67d32e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">867</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8212">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Booker T. Jones</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb06f6add922f3a0d22b1f64f4e862b7837dfe7b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12063</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6J3pUmw6KX1LqyLQkP0k9U</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1359">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'pop rock', 'post-grunge', 'rock', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">885694</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68352fae7564d4c3a88dcc47837c84c97633100e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Counting Crows</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vEsuISMWAKNctLlUAhSZC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/255">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/910c586869b8c4d741d3b2d43c4504ab83017728</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZV6lGY0prbqpTD0Md8i29</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">489958</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scotty McCreery</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4831">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29d7bfeac8faf651461f561bef7e13a9515d0de5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3142</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Walters</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JRaryUoRSFiZt04ReUD8N</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2158">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yVCJmap0wrEq1d7TNAGJc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5769</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c64a9ee5fd92ee1a98f8ef579a68a7b4bddd8a37</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-synthpop', 'synthpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cause &amp; Effect</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-synthpop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3305">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">theme</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ba17777d76fee85c16146d2e86a6ebc1288a682</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1285</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Post</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['theme']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2roaPGR1goiiLQxrG5dXiF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3635">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30a043a100a11a940318900034a5124ba37b917a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pkccTSqZn4jlFoGMTsuhR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Satisfactions</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2581">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc151f36e489dd5522454ae41827367ebf8cd8c3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Fogerty</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ujCegv1BRbEPTCwQqFk6t</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">386380</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8306">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77zgRkcehIGCAtROXkXkb3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72692</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'detroit hip hop', 'hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Milk</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c3037599c2a71ccef8e03c9e915d8387cf9dca6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6519">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/553f090d7c2a93684f8ff69243a5e3db92d8dc40</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'indiecoustica', 'uk worship', 'world worship', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rend Collective</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279052</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11Y54BxlxC3UIAUkU2eadQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/223">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qDGDPGMIJuIvPfUGe0Ngg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fc80876e5fc35564d38313337523536f7fa0e97</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cutty Ranks</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38093</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['old school dancehall']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">old school dancehall</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9397">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79200</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36eSjIksD6fehqxyDUHDA3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Rock</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09637a3ad66537215a6032e1511fa87e0c420421</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2537">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Harding</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3O24hFMrqM3JJHDwavPz8Y</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3944">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'rock-and-roll', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed12d074003a37777485b781b2275e2fa79b380c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Seekers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71954</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dedWAqd0IKTdCiqiadUrV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5275">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vMracm7RS0LAwtY5591yP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2244</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9eb6167c7c394c29737c6c3a4f3f57f273007616</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dayton</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco', 'post-disco soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5502">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f52bHGk7naHvfOCxpi8J2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49761f005abe039e066f3b85bb3d2368bea2ba00</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">260</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Lucas</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4439">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66aa7da4d1c7ba39a53aa6397e39714802b195b5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KsoFswS4E7XnmU5afgxql</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sound Sleepers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/957">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vWCyXMrrvMlCcepuOJaGI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boys Like Girls</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/449a84503447478d849264a3058d8ea5209750fd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">747064</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neo mellow', 'neon pop punk', 'pop punk', 'pop rock', 'post-teen pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5349">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50cd6fe273e7e0a6abddaddefac51e4c8de89897</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34XSWQfSZZCVz01n7QP1Kp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Lane &amp; The Chartbusters</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8132">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dPqql8xbby3nWuf98mAza</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'outsider']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13972</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Shatner</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15cca1d3f45ce88dabb43a77d5b63a47449fbfa9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2149">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.J. Freaky Fred</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jmfN4H8pQKfo8Keuk8xQX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8607">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'funk rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79359</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11be77e84c6355fa5a780f545ff9ead514af46a2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Claypool</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oM1vgebNTCZmVYwC3YYl8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8186">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bd205b6a770e5e8161de457fb9e345a336efece</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YdFHML4Yf5xkTlZ9dhy8K</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Rock &amp; Smif-N-Wessun</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/218">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a836196bfb341f736c7fe2704fb75de53f8dfbb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YZyLoL8N0Wb9xBt1NhZWg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kendrick Lamar</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13025240</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8285">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghostland Observatory</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f756da92ba96c24f81b91084393b1f7b45448eff</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2waNUwuthEgcBTFvYo26vo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'new rave']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52017</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11494">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01cBIhcUXGSuwSLphfGGQB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ceb9f0a506fe9a6674884d77a9d3078a3d64e09</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Capitols</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/476">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uMh23xWiuR7zsNkuNcm2G</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0174ab82d6878a54fdf872973980ad34dfc0f79</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MNEK</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185816</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['house', 'tropical house', 'uk contemporary r&amp;b', 'uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2585">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2048542d5cca14621c63ac34ce8d2c9912e9bd3e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31226</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06tPmk0aHzCFK0T96YzXnN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blow Monkeys</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6767">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3W4xM5XYtUp4ifYYPVKVdk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99767dec5f6e58a6bfd7c0df4d9031c93c4028cb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83069</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grandaddy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'chamber pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'slow core']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1871">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6686</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wfTNhhtnBtRwfoqZnHonC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Voice Of The Beehive</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc1b545c181394560e20b4c22e2f40bfe4e9b0fa</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9159">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5V5NZ8y72BgxpB6rN4XxtI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b8a90d3d9e5affc137ccbb30013c583cd540d6a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Exies</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37240</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard alternative', 'nu metal', 'post-grunge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6163">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Christy Minstrels</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77OdfWXrYy6DcYPzmUOr6a</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9802</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59cb5fa5ae4d09c514b639506b9038b5a215890e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2082">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cdaecbc75cd9bd00b6d7747a1377c1ed3ac2c91</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58327</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63727CmmJ8oWFh8eAHvDYq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Breed</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4315">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">V.I.C.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d504ae58617afd491c5f12dbff8dee5b591bb120</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49mHZzhcsoQB1JXWv8Q9gU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90323</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'southern hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10350">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Uz6jx81OY2J5K8Z4wmy2P</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f9436752f7276b9c468f0aed5dbbf2d9c95386f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camel</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161298</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canterbury scene', 'jazz fusion', 'neo-progressive', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3875">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gUnpPjRKhAq45Mmi2hmkx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">571</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Survivors</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48155ca4704d4fd0aed896af6c88c4dfed8fbcb6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11176">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55AtMEBbG49K31i2XkvJ4q</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Polly Brown</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a63338e6b7b6d7c01dd41597d021737b7d1325ed</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2839">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afrika Bambaataa</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cg61q8kK8jlFi8TKKw70p</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7966b9bacdcee07553785e591b50083dc00ec7a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'old school hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62836</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4468">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350762</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.K.M &amp; Ken-Y</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jFjgKOGfVLWfXX8q5wrsg</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16f26fdadda936c148bdea880f80626b40e5ba46</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7296">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DZ5n0r1P0ZjKbjPdbN4wr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Celtic Thunder</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3922b8694f0f60936c39215db71ea74ce4237e61</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic rock', 'irish folk', 'operatic pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71881</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3770">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young-Holt Unlimited</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ebd1bd72f6a9e2edca4986de1194c67cabb912a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r2DrmyTTiDTQaFz3tyX8W</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5720</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul jazz</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3675">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85669</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb02bc12630e5fcc069a24ee6b60103020280e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'motown', 'rock', 'singer-songwriter', 'soft rock', 'sunshine pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IU5UBup85LmAXh5U36DeC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Grass Roots</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8817">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian hard rock', 'christian hardcore', 'christian metal', 'christian punk', 'christian rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7toVzxZQU21OjB5PqXNvTF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29737</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9f480bad4fa1fea08132e3f3253fa2359dcf7cb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Project 86</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8149">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iqAeIP1ynbt71G0Oi8VIt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43992</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c275f36a7e4d91bfc633bbd56a3f1e45a839b0b4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Das Racist</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/901">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian house', 'bass house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KkHjCe8ouh8C2P9LPoD4F</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f51129f9ba8b0704adaa425631e66313250fc07b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yolanda Be Cool</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25749</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7033">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5svDnd8joFhbpbA3Ar0CfN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55987</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junkie XL</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'electronic', 'soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f6198fc02c632b2a84e2206540983cd63ecd85c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6078">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OOyv8pNWEhHNPqnIZsHHw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39a8c7df161b8276491e99e3ad3081907cf68b13</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Vann</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9640">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paris</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5912ddae048dfdace0793b166676b1ead0fe4c8c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23437</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UPRFx3Gnn5N67opROnwA5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1803">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jocelyn Enriquez</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02d0b6f72e674ca73f9068db7047e4140ec94079</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4832</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hgxMFtaWAhh6LDHdVBZLB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11324">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sloBbHoVZwuXD9XuPVHUp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5761f0bf0d3ad46af08b9a78bf4583e0a9bdb994</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dawn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2277</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11418">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marian Drew</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45sV2mVcSSpjTL5KKViYU1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e89f277ae06eec33e08484fcbe7cc6caf4825ae4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2179">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6x6uPE0uEpYM8Se3v7kR3H</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/851213df976c082c14ca4160ea902ca07071c17c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saja</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5002">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IOstYUATS0EQ77A1DG7gy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7776</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep melodic hard rock', 'glam metal', 'hard rock', 'modern hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep melodic hard rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aadce07c4ea0f797665705c8debb33d5dcdb0a54</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Caesar</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3213">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fU6lODhpw3GEGGJuaDprR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8063b6152e6abc668b4553c95b2ff950f202d362</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Osmonds</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38518</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8177">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adoracao</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28d635bbd77274e1d7ea5de7219841523f3e63e4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adoracao']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QCtK2hdxxcU1BU5Npa8Zu</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dominic Balli</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27858</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8512">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151226</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10n5DVRlZbjbZ5ffpwpn6l</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'post-grunge', 'rap rock', 'wrestling']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77966179dc9fcb7b189d6b884c02af01aede890c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rev Theory</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1821">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mar1GMMEhvGyJdWagu6KS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'miami bass']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24924</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quad City DJ's</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cbf59fe457ecebd1518a3583cc8ac0d7a185cce</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2730">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vqkz1b2qBkoYrGMj2CUWq</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e406df7b57a2c50fbc716a6bca25762bd1f03d79</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Womack</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">381211</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6428">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'roots reggae']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbdd450284a98d13a1ba59c4165216f373274082</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0o0rlxlC3ApLWsxFkUjMXc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">756678</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ziggy Marley</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1701">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9685faa9fee837fba654a4a8980cffc000005b41</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deana Carter</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0aqrM7Fo3Ml66Kc5JAzmjt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219535</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4517">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27ce2a2bf6ec77b83298ab42a7a08e2e01075ddd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LSpP5fKqBqxYU2fweqECU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Parrothead All-Stars</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7576">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keb' Mo'</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'country blues', 'electric blues', 'modern blues', 'piedmont blues', 'traditional blues']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iDaoPZVgxrTkndDCisX8F</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155935</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d32c2e08216016b1cf0b7d55900710da2875c85</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5558">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Groce</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2854</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['movie tunes', 'nursery']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86f8e9188e5c604fea3d01d975df7d2da9653bbf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2z9Y52xPb933l5cs0GNvnc</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">movie tunes</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9062">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93998</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dead Prez</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UBt0GWBuPVXlPisRvWzlD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8bff2568480977edada697509e493e9eaeaf78f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5370">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16836</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01W8kYNqFHyKicPfR0pLwO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">England Dan &amp; John Ford Coley</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4655">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Divine</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1M1mhSlJkWjZUAOuyw3btT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b108ab70214f8f280520614d33f553e2cf408af1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4171">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'deep adult standards', 'easy listening', 'lounge', 'vocal harmony group']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23432</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">542GsScaNnc2Ed8yokKLsy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Four Aces</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8b9787f783185cffd8de89c711931c0d9392200</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10652">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10685</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bonzo Dog Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/698c54e34b1cf7aab39fb3fe76e15ec11fd824d9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Q7D1oEccgTc8MAYdMgtIx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'zolo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8716">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63bcd5d39001e09854d8b5b42ed01783cabad34b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathy Griffin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedienne', 'comedy']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ahoEOUbXDm3vYTvOHWXbe</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5353</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedienne</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/510">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rudimental</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'liquid funk', 'pop', 'tropical house', 'uk funky', 'uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1071559</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WN5naL3ofxrVBgFpguzKo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc4c973b7e8fc98d054aeb6e82cdbaca118f92f2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1816">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Collective Soul</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4e5V1Q2dKCzbLVMQ8qbTn6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">503240</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'nu metal', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84b741e45616df0b239f304f985961ce1afc382a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6768">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b82284a33754d8030e4a82a8dadfb8a71077d62d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Within The Ruins</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mscNJ6lE9Kj7tWv4iCk7y</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'melodic metalcore', 'metalcore', 'progressive deathcore']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73670</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1426">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Bedingfield</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11hIqBsGRPztdjBHCSLClX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/411b4430f842fca92fedf709799274c52764cbbc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85241</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8959">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dbb8b67704357153623b8f852a81099b8261826</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TnuC2JOTxhH8c467ylBks</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49439</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama rap', 'deep southern trap', 'dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5051">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5162</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">089zDeJWWSaHm6JE4V3ser</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moving Pictures</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84615ea2b51960c80ceafb310b504eb8bd422bfa</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3830">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74875</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian reggae fusion</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53e2b2c2e489c8526bd192a34ab6a417fc854ed8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beautiful Girls</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian reggae fusion', 'reggae rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hDJSg859MdK4c9vqu1dS8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4791">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sadat X</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'east coast hip hop', 'hardcore hip hop', 'turntablism', 'underground rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24055</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fDLDq2weBagiAFD2j17Al</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66821dfba921df49fcc428ba96a1f15866b38e39</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6513">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ty Segall</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58XGUNsRNu3cVOIOYk5chx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1142d182b872ea0a4a8088881de6d4a2258d3f78</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'bay area indie', 'blues-rock', 'freak folk', 'garage pop', 'garage psych', 'garage rock', 'indie garage rock', 'indie rock', 'lo-fi', 'modern rock', 'neo-psychedelic', 'noise pop', 'noise rock', 'nu gaze', 'preverb']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200602</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2223">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da8dca297db554f88a32aea23f72f22f17a62b2c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ecbvwhuhiEAWOLHlRXpqD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130864</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">STEELHEART</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4129">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0c66W98bi0wvRXxhUlIOv0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d40ab368e5ddff387936c7d8b01d3bf186ce4a6e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beltways</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4225">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/862f954b03f31cb260dd6d4986171ec5273c3cce</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1461</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Freaks</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AgbFoLXsXDgoSkYlS4UDU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4921">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'europop', 'new romantic', 'new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ee21e714f415dc1b5208fcbcf4a8f8fda3d0b3c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shakespears Sister</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ooOn6bokl4mGV4CEaUz6A</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39822</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5213">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elaine Caswell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">637uHHQBg8VrLP1iiWmDD5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4003">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b719e0ecea3eb92d294b838db79874318f35da1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qQJQ3YtcGlqaLg5tcypN2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134820</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chubby Checker</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'rock-and-roll', 'rockabilly']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/785">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jana Kramer</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PaRhxWFaqCUZybJDDoNrf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296660</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68b960e7a9e0fa3395ee7ed9256f829dc893c333</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8002">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25089</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathgrass', 'indiana indie', 'modern blues rock', 'roots rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Reverend Peyton's Big Damn Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathgrass</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ec85Uubz3lO7BIEvcBfZK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e726c85dbba82eefb2781fbd1bf6aa8dbc3799f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4424">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59NO6KX7wQCG7jGdtH1NtL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274374</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/176ea333b292f8d022296ea27e7702faa04ffaa8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raheem DeVaughn</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/948">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erykah Badu</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1559625</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'hip hop', 'hip pop', 'neo soul', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IfculRW2WXyzNQ8djX8WX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31d09b036bb398388e442714f838e5e27cb89ed3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10090">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22590</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da22879630f3f637e468941505e2a1bb99403182</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alcatrazz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LLiPRA3oThhxVf7W7gXQZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'metal', 'neo classical metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3141">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrea True Connection</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GHovBcEWpbnwCZDPF9GpM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/008d812cde73163e7120e01d6ac7f234cb537044</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13628</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/198">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n2pb9Tsfe4SwAjmUac6YT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jake Owen</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1209243</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/670f1d25e41ea254ec9baed5a686af14fea8548a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10227">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz fusion']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/565d460f854b055fb75dd458c85d1a0630145bc4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2718</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz fusion</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Passport</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6e9Ex9Qjrbzae5ivbHzaG9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5526">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'philly soul', 'quiet storm']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mpVqJaKwg11LdSRrvI0PL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29549</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fea92cc3d1c6a876de5cf0228898ace1e3baf85</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Major Harris</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4787">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13ccXrK7AmXb4TddMkE7jy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152235</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic', 'lilith', 'new wave pop', 'pop rock', 'trip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d9e63e0f70419266afb29de50e9ac28b8e1615f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everything But The Girl</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4871">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y3Tp6UiwlIg3O1BbfrWst</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13df206999cceeaffdfb20eaa1c8806c1aa55a1d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Marano</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9208">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18100</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d311121505fffa7f9260fe797334e89cf1af54c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TMRulP603VraQhrFUUKnR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plus One</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'christian alternative rock', 'christian music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5821">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5I6MzhNEMk27cZsCqGAIYo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fde2d378f9a73bf0f9c1448e5429bed458a1aaa</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic rock', 'country rock', 'folk', 'folk rock', 'psychedelic rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46764</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Youngbloods</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1509">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toya</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2364</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/457fe30c6b923e82467cbb21155b924e6bddc935</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cStgiv1qH5z6GYrFsjuGj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2678">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'motown', 'new wave pop', 'quiet storm', 'soft rock', 'soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cdc6f9707988cd602164687718e2b9e868ee129</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Crawford</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1twC2fwPG5FkvYcMpVBQRz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142276</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10152">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Clegg &amp; Juluka</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afropop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9868</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7ce7693d3c4fa81b3f7d6b00d2ed1086b053e83</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n4XnQOYSixr8f3Is3EV2Q</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afropop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11337">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41463231c1080325cf7053fb2857559bfdea2eca</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Bolan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60078</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M2gGLzKCo0rPyn224PsoN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10736">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336fe5GZu57hlhLddKdCWU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">474</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les McCann &amp; Eddie Harris</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae0176c7bbd8cbd09f8b3b3be7f7ac9ea052cba8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1313">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jung Tru</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EuSP8KnPY1qQpxLBOjBG1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/726c520b0e52d1d3235e26a751f749d4c6267f95</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6309">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pRi6EIPXz4QJEOEsBaA0m</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7532f9a77cc82449537f990c6cc7c68b2c1b055c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1023302</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Tomlin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7807">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz', 'smooth saxophone']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d86dd682e015c6693939ac9abe21b4b4209af212</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3134</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BWB</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a6l5qcDjvTGpvBXmBYz3e</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3237">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Double Exposure</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ycdPM6Y4ioJzcmZRlp4Db</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly soul', 'post-disco']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2058</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e2727dad8e3aa55d97b2499d9ca26b9ff891372</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8812">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Levert Sr. &amp; Gerald Levert</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0723126b43b78321d586b13e9fe585898dd60778</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">590</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11qtGFhRSCTsfJ1VqNXWWp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8510">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a804d3b13eeebba0040d33079164c1bb53ddf519</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smile Empty Soul</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KEUVZo7CMTSJoM8doulOT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176053</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4640">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock', 'post-grunge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82996</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FtVJzRtpQpU61nBwB7cKN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cc20f7261d6f230f49f18d03cab4d941f253682</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fastball</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3325">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13209</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'rare groove']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2c1972ce71674d57b0541d05e3ea6cb2b1c6e40</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jimmy Castor Bunch</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7E5taE9LniGvMzEHpiOupV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5021">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae1cbf34095bb391d492a43313a3ad4115eadd64</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiana</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PMLvzy0RefowM1e2YWhWe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4384</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5581">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78fc63a7d2014785182379a8fb1c6c97c532aa6b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fox</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ezs1quhJaLV7bq3FmNWxu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7432">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plan B</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">989793</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb21793908d1eabe0fba02659bdff4e4a4b3724a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jSGzJw0ebJLu7OLVSOcBP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10083">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pZOydOsl70zaC96IJsQN6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">607</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clara Oaks</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a511bbb11ffff0e36090ed14b32531710ccb9183</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10353">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44946</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1txWOvvuItlRlkB4rM0cUK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52a16d1a584512b4be042fb6e1a104165343bb04</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Return To Forever</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz electric bass', 'jazz funk', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3319">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JUa4i7gpgKlNX6DqAf13t</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b51e5c4ea0016224d2e41a80ad5212e2cd1fd57d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tamiko Jones</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2920">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32009</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9586332fa1649a047e9bf1050295ad06547014e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pvPkEAN9xSrDrIVUOxWMB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dottie West</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6497">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop Evil</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308399</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pRaG81GsVtaTBuVSpldt2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79faadea1e341c530c24534c368163cc72b8b323</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1458">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gie1bU1LwnxdFAJoTLjzT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15695</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loon</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86bca3cf6660bf05f14560a2d0c9c0fb3ecdc8ee</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1004">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a383e11d889a47e7d7f452df5498ef37498569b1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3174</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zOuQuYGGcrtDYYy3YFDMr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">F.L.Y. (Fast Life Yungstaz)</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4253">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Motion Music</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff15b5a6c298f43d344505cb851261b49aab3b93</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05jIrjridu7oRFkgm9b781</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10326">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34XOKvo8R7mnjdS8S0Gwvq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">408</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rumour</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a8e87417128f75c576347b5edc09f4898079313</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8594">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LVrQUinPUBFvVD5pLqmWY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doves</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5673993c75d8a559888815db16b26bad9646b3c4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146391</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'chamber pop', 'chamber psych', 'electronic', 'indie rock', 'modern rock', 'new rave', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6833">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KaW48xlLnXC2v8tvyhWsa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic symphonic metal', 'power metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8a1440402c4571663b4be65b967504b8589455d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277245</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amaranthe</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic symphonic metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1854">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3c930705d502022b13f9c7134db8ae84a8ae71f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Petty and the Heartbreakers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tX2TplrkIP4v05BNC903e</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1080975</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'pop rock', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5093">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2039</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new french touch']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new french touch</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mqpBPOUDYAzgzeSi5XFrs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/199ab24b2e2a673aef5a5501ee082407298bdaab</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BLV</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10355">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dXyuP5DZURgEyaBEas4H9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2139</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Meme</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c9aa85150e039926ff4061ec661dff4d6428712</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10312">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddd82765c5708388afad11a6ebcf29e79eec6592</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NxWOrLm2seep0Ie0tAKhz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tantrum</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7509">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41726</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3536ea8090ffc9c9c3eb3272fb6a3c691571fe12</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jersey Boys</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28W9apMi2vgk9O9LnkijIC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8004">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287888</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94a40f08be10c25174e5e68ded52efc45ab8ad13</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'modern ska punk', 'pop punk', 'pop rock', 'punk', 'ska', 'ska punk', 'skate punk', 'socal pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bXhZFreBJF4QDUUiMmtZW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reel Big Fish</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3669">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V2OU1anuhDLgnEz1rwP1K</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Deal</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7354">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149638</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cavalera Conspiracy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7F1K4WlMshx23V2TTz4KwV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'death metal', 'groove metal', 'latin metal', 'metal', 'nu metal', 'rap rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef1cd8a9bd0c90a745fc174721b0f37d8f10532c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4621">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64AyHnB0YQfCZFo5etz5vY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Heatherly</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/670c28867b3f4e24f28455d9589f288a41894657</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1047</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9715">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3klZnJvYGIbWritVwQD434</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c18ed7e651a0c62cb6d5340a01a1887a4678173c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42371</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duncan Laurence</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7586">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian electropop', 'australian indie', 'downtempo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b19b5b58a57624d570ff2d2b5eed30cf30781a51</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Q0MyH5YMI5HPQjFjlq5g3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1236920</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian electropop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Murphy / Chet Faker</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3829">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2616</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ltpcCK86foogli20z9raq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Royal Guardsmen</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6402b0b880ba753e790555b22299eb8231ae5a64</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10681">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1043RsRxMnRzcJpFgIrSF2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe NG</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/977efdab2939a82519bacbb61d4cef862b01f4d7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4671">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fa5a1992cd94cc28c381cc57ba50c3f825a261c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QUIxJh1rw7FrbtvG6BbnA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A+</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1995">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'dance rock', 'electronic', 'garage rock', 'indie rock', 'madchester', 'modern rock', 'new wave', 'permanent wave', 'pop rock', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3fa1dd751944a695df05624d4449d2862dc8fba</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blur</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MhMgCo0Bl0Kukl93PZbYS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1503510</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3150">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['forro', 'mangue bit', 'mpb', 'pernambuco alternative']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559vxOLTzlAv0zB77JMcdG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af01f33c525fc74cc996ffe1c1e29afa9f2edce5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480281</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">forro</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alceu Valença</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5887">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pWcV3qwmpgRXhK7Rh5gkK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Classics IV - Featuring Dennis Yost</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1362">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5J6L7N6B4nI1M5cwa29mQG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2618a229f4b8eab9ed5cea937f82fb21f6efff4c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alison Krauss</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184850</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'folk', 'folk-pop', 'lilith', 'progressive bluegrass', 'singer-songwriter']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9337">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2668</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6B2JtftAydCJCFDq3o48km</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MAJOR FIGGAS</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3fa80a478b0b1122ba0a8fc27e33247aac4feb1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4778">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0m68X70Axb32Yh4fOaHEUO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charm Farm</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57d8a0ab7ab987b80dc8d0af6a90449e89b7d4d6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2395">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aaad5722fdead56cb0bd4beadcde51bf72939317</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6153</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Was (Not Was)</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Jmod60ZpPG0tckhY0Ls0p</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10723">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/084d21e613d63216f709bc8964a3e9e15b4ecf14</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3810</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s6v2jpUZLV3Qs0xbm1n6f</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Percy Faith Strings</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6865">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Chzu4eSaqDHFXFvjaycAV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24134</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'modern blues', 'modern blues rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doyle Bramhall II</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b00881ac44717d8998444dd5bd0eb2a88d2ca1d3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9510">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DptMAbvFajxK4ZObg1OdA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Éric Serra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['french soundtrack', 'vintage french electronic']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/247b645c1d37508e810834dff83ca4842786c957</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17765</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">french soundtrack</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/395">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4669769</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7db34c8aace6feb91f38601bb75e6b3301b4657a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'hip hop', 'lgbtq+ hip hop', 'pop', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2h93pZq0e7k5yf4dywlkpM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Ocean</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8974">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Layzie Bone</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wAO5FJZZ5PJoRBSpBic7M</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16bcd2c4fc53d5f2d85c6c57cc472150ee07d3d5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81941</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3095">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4235</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e38e28c248a6ba08239bece483a02abe633b65b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kzcxYyQIRbwtkwVtj48mG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Gilder</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11091">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37tDZAbgcfTyqn6JZdTjaz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c93057763931476331a7cc15f378fdfba9b1de87</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">music box</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['music box']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Music Box Mania</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1268</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9436">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63kuPwp5g4FZOiFWWEp4hF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/626db7553a7b40f0a3445c93b04300a9a5c61b51</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Ed the Asssassin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8528">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'indiecoustica', 'neo mellow', 'tampa indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r2ltbRmBrS2c0J4oTwfGo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c44d8f5e57bb9b46de27d65d97319d57a433ae85</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16237</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Hires</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8331">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56bd07839b51d8697d8617a038f98f35787b06cc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17068</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandon Boyd</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QmjlE852mAIaEt2IpBquO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5731">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zsUy4JbxEb4oNdBfrfB3V</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grin</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">765</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ac1d1f2c66e5a93e8cb65fa4af450262063bc6b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3995">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Morells</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53b314d967cd5ce9d2cce430171270b52dfb6fc9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62kBTUwRj03CLP0vlzU6vg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">springfield mo indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['springfield mo indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/525">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'jawaiian', 'lovers rock', 'modern reggae', 'reggae', 'roots reggae']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142259</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4frHO7KPcfMjhnVdIMJ98c</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tarrus Riley</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7065f2d337b84dcc54c8188e75f1fe8736d46111</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6643">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Third Day</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b31ce52039cab981b2d5f7efbf182e330857ac1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">461172</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uWXomGkKtIq9B4XgA3gch</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8347">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen's Hall Light Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">light music</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RfdshDBuwasUCL2XZuxnH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caedf5c0d63a604ecea4fe241b9634e5ab4c5702</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['light music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3121">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7ff464ac91876da5a5e74539c4dde2675785031</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Player</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43235</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fgtHVpOPfXb07S8Jx443z</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock', 'yacht rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10255">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Nelson &amp; Family</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KV1YtheX8zbH3rBACpKL3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">684</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/767089eb434060ba369c5700ff110f905b58543f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11191">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdc7bbebf502cb379bbad9f670e71f81d0d8f2ef</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gHf6xR8ew3TPKfjBW6x4m</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Solo Tamas</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4370">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Jonas &amp; The Administration</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">322210</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dse9FDodKw65ZQoLjE5F1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39a94f38c086212945a9f454b545e5af1879a98a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4538">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Floetry</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5c91aa847395f85fc88af0b443671abf36be929</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0un6YenPxWZ2VW4aFGMupM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">364158</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9013">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rwI5cbw9cUKFVul2rZMiZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50f272603008c246336e08748e68a6a28efc14f5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44817</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane Monheit</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8585">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/169d98992e555699585b68c5fdc8b88bb1ddda8b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'garage rock', 'glam rock', 'post-punk', 'power pop', 'protopunk', 'pub rock', 'punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127845</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New York Dolls</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WhGV9lzljq2QKJ8ipw6jx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5946">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dVMmfrjLJR2NfmOZS5o3o</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe5503891da9e0f5db020f9dafa437</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Single Sessions</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4201">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2017 Dynamo Hitz</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94b8f98a7e1c7143130f8af4ab08d31d0b668cea</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Z88fKsL22PDUEVWwAR1RT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11032">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Abstract Truth</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tLTVw70qhpoT4xOxKdm1B</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b0d3a006ee568ce16faa1784948a7b55cf50666</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2618">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isley, Jasper, Isley</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QpJtjdcw4jiQpic9R4Mr0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/069baec7318746ca71527d3e8689d08f6cfc1257</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10667</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/159">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nivea</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">344331</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/211f6d466fdcc02143921a335a546a776229a23d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15Dh5PvHQj909E0RgAe0aN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2702">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Reno</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1074</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79kloYBe4FaMHh6lG7VaG6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c55be1da107f959086ef2b9bb4d33c6b486f1f65</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7430">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80538</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heffron Drive</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xQdu6vJP6leBN2eZTxIci</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec07412d0b870c7d0bd588a1d5b8fcbe2aeab83</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10253">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz drums</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6160</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MNNVXEpagQ3QWiOkXjQyT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f7acd3f1064ff7ccf930ccec76010b86ed75fed</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz drums', 'jazz funk', 'post-disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harvey Mason</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11388">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2014 Golden Cove</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WDVM4rBdKu6nHeJ6hQMN9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44bb44beec003312b5ad832ef02d08005730c2d3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5231">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HSdM0L3rHIM8p9EUdMMKz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b25ecf4f0b6f1f669c30c19e2acc9e6d6b4f8c50</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Minor Detail</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3371">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PpGPIrFf3LM7Q77eR4Bts</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17313</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hues Corporation</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c77522265652bfdfd741ba675a7d07ea3323efd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5493">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34560</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f763940ab5942f023bcb1e3782707154f3c5aeb9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MwQBuYuEnf6hLsupDJ0Um</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Emerson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6855">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pixies</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1311742</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'boston rock', 'garage rock', 'indie rock', 'modern rock', 'new wave', 'noise pop', 'permanent wave', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70c017b2dae508c4a4a66dc370caa7849d623a3b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zvul52xwTWzilBZl6BUbT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8725">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ijGLY4dzlurDh7jqH3tW7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36 Crazyfists</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'melodic metalcore', 'metalcore', 'nu metal', 'rap rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23055137b85a963278eff1ab9d79f145eba729b9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94515</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3550">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40679</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6dc16784b1a75809189760141129cfab90730bf</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Partridge Family</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7u1mqP3ykglpCB2c1p1p5I</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9506">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b5bd883c01d536fae53eed085a3f87a54047f9c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22GqSB0X7gS2be4poGRwr0</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1191</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ajay Ideaz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10852">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5003</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba944d7ba540b462b047526972c4e5a015abcf86</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leonard Nimoy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14nKtAc7fHAIVNBetAaSJH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'outsider']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4196">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mason Ramsey</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dd37610c1732d8ece15f6629c13b990e64f033b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78320</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xvpfMjWTougrRRtK7iikz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3254">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Paul</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08bc23bb63e610d08b7ade97348930e0e2225ce3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187xgSpsFH8mMbAcoCW0zE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111134</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10085">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4665</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56e32cf839bbc78a1e7791a216faa5bd6dd5d642</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coventry indie</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ckiHuEKcXHXV0QOkCdCki</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coventry indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/557">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tgurcCC4NE9Vri1AzDbZV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Catherine Dunn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1934">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tcM9c26zzqpFdijVdVwuB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9999cea5fc08edd1476c4e2f9387c367b846d3e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16366</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Masta Ace Incorporated</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1413">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'heartland rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3621959</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ECwFtbIWEVNwjlrfc6xoL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b215464b769958ef1d7d9f163e3f49ebacf8842</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eagles</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3351">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b58bac8a75af5fae9aac4c5e23276a5ac000d76</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prelude</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FgVVts0RSNpmu1IQNJ4WJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5241">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'underground power pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BnikuGfXRWkGLJCWS1y9P</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10255</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Plimsouls</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c0a8f2c6ffe55174d7361176e329a09c2e8e3a1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8144">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b37de9c088065041bf38d60c5a403676bd6d947b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chaos Chaos</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6D6rjLdxyE5vwhMlkuQq0E</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54860</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11264">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7u1kfGeysRzWhFeX83l020</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Goodmen</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2464">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'disco', 'europop', 'mellow gold', 'motown', 'new romantic', 'new wave pop', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IDs1CK15HegSAhGEbSYXo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">390658</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Ocean</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52a8c4693a2ac9af54dec776c225fe57ceb4160f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7135">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88662</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'canadian ccm', 'ccm', 'world worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53Gnd3lGlcL8ua9Yyu9xDP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda Lindsey Cook</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5376da9b4c1691249346453cc1d58da3f9da9bdb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7755">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">609765</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'modern rock', 'neo mellow', 'pop rock', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34024c8deb9673dd2941fb7b7f71111aa47d3018</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bUwxJgNakzYKkqAVgZLlh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8907">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian metal', 'death metal', 'groove metal', 'melodic death metal', 'metal', 'nu metal', 'progressive metal', 'vancouver metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78068</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d8ee7223982bfc5fca192ab5a4ad0d7d351a1f3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Strapping Young Lad</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">457qPvtiBTIl6LR4dZiKZy</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5200">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Utfo</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52tOyUbNQQ1vKsqOHCPb7l</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24106</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcdbe81148deee0f0c2267a6f1522a96f2ca0c05</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'hip hop', 'hip house', 'old school hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4410">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/974e1e820eab858d3af3fa3d2b7fd506a173f430</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XsudBfsvfyV3kgElVU8iF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hit Tunes Karaoke</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">624</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/772">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lifehouse</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1240216</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'neo mellow', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PokPZn11xzZXyXSfnvIM3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b90520afddd505ed4cb27e7a43f74cbb127b4b66</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3010">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58c9a53baa5ad40bdb721fe54f2b2e7e78a2f84a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37WGztoQRbNgo55GQCw75B</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9858</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Narada Michael Walden</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6696">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239032</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LeToya Luckett</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EyK0glCKdNVaKjVxFOHCD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0e8331f03ab4a5319b32d64576dbb863a021ffb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/690">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bon Jovi</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6309464</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58lV9VcRSjABbAbfWS6skp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/255476a832d9647d73ed03ae51727cb911c565df</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11387">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xDHTY5TFdVXbIt961koTh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9573b870661e49257178f5342862df5a1ab68c6e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1700</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Attack</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10080">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prefab Sprout</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4w3QqrcmBv8dasemwBXmxf</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4b5026326872a0c53feecce8f46a16de9232416</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'chamber pop', 'classic uk pop', 'dance rock', 'melancholia', 'new romantic', 'new wave', 'new wave pop', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91848</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3376">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2x2wnwhzw2j9K6rbvZ88Qk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dick Feller</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5536a71161b42d1771050811e92ee0fed4013c85</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8470">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3a1a4fc79f6b81cf32d05a1b3c4a5eeb3f017e4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14101</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bomshel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fGGgk4LAwtPnDnRSqJd5o</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9415">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jerky Boys</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4afEuMmqeS7G5nlKF3jSM0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcbe893b807ebb15e0289fe684a5f63b008f96ba</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13425</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'prank']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/100">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">818340</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34Y0ldeyUv7jBvukWOGASO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Shmurda</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5317e07d7271035084c02bc5aed5a3293e44f1df</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5395">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oFRpiLvaflFOVNxvsLrze</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7f08aaf31283fb0829c51dca45132deefa1bfd6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Records</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3885</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8914">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Povertyneck Hillbillies</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IkgdsVcqxmyb5IayzxYm4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c29c67967d03fe319e2ddc4cd9952ad45d9af85</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">423</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10964">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3af06c7c5606dd636903ea8469b1ba63d745de6e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cassius Clay</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3e14xsOvW3Jj12VqbkYZvq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1839</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/982">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12Kgt2eahvxNWhD5PnSUde</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c6da0ef21d1f2f242fe64571a76ed3bfe7870e5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278532</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Mary</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3909">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IWke5993mDWWZpnEyqr1E</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">355</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Munchkins</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/779">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141605</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1S9WGrK7SZfXXQtHBYzDle</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02aa570b79ffe1a5f3e92d148761734595d562d3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammy Adams</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1896">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Take That</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XgFuvRd7r5g0h844A5ZUQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'europop', 'hollywood', 'pop', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">700530</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4615f8718cbd41e91543c03c9f8d4699fc95a317</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5649">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stories</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1462</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/217b92f0ad7309dc7eaebfea728a57fce00319af</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31U8n9SSMOKaUcfi4KnYVT</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3902">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97b89613c2ada57d66abbcdf4a9a72bdfb007bd2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TBg6CCsmr6vhkk323TBDN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Critters</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2950</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2681">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eurogliders</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48kXmrNGCBMAz7N8x1J2na</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18900</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e869012cd59e92aa2708c4b5e80a879b2fd5172c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11050">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Fish</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fccf770a833dba8d878e320df3a6fb289b6cadd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5484</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MAmAdNJ8JLL7JCHzIJkoo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8660">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/473fe6985af4b2fc84bc95da59e88b996a4b16b5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fw9oPmbbmHW5aAJpkJdlI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85798</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'indie folk', 'indie pop', 'indie rock', 'indy indie', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Margot &amp; The Nuclear So And So's</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5341">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NxMh1fDQT472Ezy61YtDY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Soloway</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/466509d18a6f6815d7f4a116e1c348b006734057</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6126">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5776</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33e27f5762482fcc7f2a66e64640482c788ca851</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doo-wop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HWsf577KqaPhXyBFzei7L</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jive Five</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doo-wop', 'rhythm and blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11369">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15qg3Tr23aMVGAruYtlMdg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Shorey</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0605569720175dffbc1a7f2aaad7633d2c822fba</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9932">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">959</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hard rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hard rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Romeo's Daughter</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9893dfff3b9df713d1226c0ab16a88b1699dbca2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52lXJ4HNuebklBoPPJNSnH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10647">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Fogerty</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f193e26df4025dd0e683a20b3a846af9a9c17e30</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WNrJrTNTBhemtVkc1MDrm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3107">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166383</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.T.D.</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5P53Exo01miUunItQyR2La</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cbbd08ff91cda6891a807ec25f83b5ff32295a2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9100">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8402</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Gipp</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1abc916e7fc683a156d3cdad5b2ced754423621c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e36DF0IaZI4JXfIf95ppT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9464">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pulp</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'britpop', 'dance rock', 'garage rock', 'indie rock', 'modern rock', 'new wave', 'permanent wave', 'rock', 'sheffield indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36E7oYfz3LLRto6l2WmDcD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">437609</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/274a6b04d4086699f74f761b7932adf122c5619e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7451">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76949</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mZgBMpvaBziYQfc9TbJH5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'modern blues', 'modern blues rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benjamin Booker</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0dc811dbf2438f9f983eab338a89026a5899a04</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11380">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Serrano</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5feb3ef673b2a682f5279113148be3247446048</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funky tech house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3203</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kerdbIX1DaNMNBcgvKtDR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funky tech house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5944">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ND1l6L0UQD7KoAnMupeYY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69c5fcb6b5d3aad982bde002157cc8e326f256cd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hamilton Camp</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9018">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25xjytYjVKPvHiDIgrFodf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Future Leaders of the World</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83f4bf34e89226289e3d5bececdd6da197391f6d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-grunge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6130</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4112">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6542</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'rhythm and blues', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maxine Brown</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kCqTUSrWJEHZm2GSpRuMV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27356bdb209aff9a82096ad33982f55b222dc7ea</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7014">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">189646</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'geek rock', 'permanent wave', 'pop rock', 'zolo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">They Might Be Giants</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zB02lwP6L6ZH32nggQiJT</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0834f01c0ec906ea1fa295e9b5f8515c128d17e5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9087">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18absyD7lQaXUDBXnyzU8M</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331415</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42550eca6b61ba3043ec0bb95cbc78a162527b47</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mushroomhead</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8090">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19982</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'family gospel', 'southern gospel']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Fg4p216PH5hvVZWbWCguK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Crabb Family</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6eff7b54628b5b268744609d716886e5ecbab7c2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6731">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3dd56f7dc855a0307f6f3a9006245dc2a1139040</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La'Porsha Renae</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24C4CBrPP5KOOIl31D68kd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18288</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11027">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Imani Milele Children's Choir</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oxBphZGnbwDITdTv76tcx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0edb836a762ee90246d029290ebbd9629c79aa37</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1641">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chico DeBarge</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7630c4429d1c1786ef6c914616a188eb375d8ec3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60121</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67ISVBZzcCTTKM17Ps00sx</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4237">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'deep big room', 'edm', 'electro house', 'progressive electro house', 'progressive house', 'progressive trance', 'trance']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">605005</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">W&amp;W</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rTo8KIkBTFjQS7VvaKYQ4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b68b985aee5feab435cee1a8624261e6db6fb2ce</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10151">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beat</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'pub rock', 'punk', 'ska', 'ska revival']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4R90PNicCsCsEoRm8XwiMS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c79b47afe6209537d454305e74810986ad040d8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66385</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3521">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'piano rock', 'rock-and-roll', 'rockabilly', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfa2ca7065e4e435b0ef28d1eb5f0e507b7d9cff</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368461</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zyz0VJqrDXeFDIyrfVXSo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Lee Lewis</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6789">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TJB3EE2efClsYIDQ8V2Jk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'chamber pop', 'indie rock', 'modern rock', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55a75bebe759b198fc402b2bc80490d0b24023fb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323995</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elbow</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7321">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350559</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XxxEq6BREC57nCWXbQZ7o</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9c871156ab6f80f170e1d3ac6e8bf2d257889a7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Cullum</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'neo mellow', 'vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6771">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40271</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'dreamo', 'emo', 'neon pop punk', 'pop punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Acceptance</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zCbNayYzorqdzd9mPrghW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ea9d991ba2d6e8c5f2e7afaab404630dc10aa99</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1109">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">642UEJuKWqIch9pOmTWquR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['shaabi']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2744</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amina</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">shaabi</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adb812f1017cff76bd4e0c2e0e611b97a1e9e6d7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10537">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HgYWmdREe3MN0KlGEgOHQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05658190a8a695fd7cf6bea5dcd68647a08f38b8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Old &amp; In The Gray</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3691">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9a0303f8c6f98fa7955f95f1b042b2ac04fe2c2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">534</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steam</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6huJo1XyJ0v3d5WJ5G1cYc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7166">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3P6duIn7oHeiBACZfYeNud</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9d566c5990cf470fe09b408afb8f7e3c077e5d3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie garage rock', 'modern rock', 'noise pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FIDLAR</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203735</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/172">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emily Warren</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33948</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af35d22ff5f14c3ba4bf716783f332b48389f0db</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oKdM70mJD8VvDOTKeS8t1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie electro-pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie electro-pop', 'nyc pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3131">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dce90ea7db620f12daa82d49a7015836fa1988ec</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lynyrd Skynyrd</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MVyzYMgTwdP7Z49wAZHx0</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2228208</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'hard rock', 'mellow gold', 'rock', 'southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8774">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'indiecoustica', 'neo mellow', 'okc indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cab8abedc671f0731dbe7a7bdffe6ee8e7c4eef</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18775</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Graham Colton</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bCmhyXqTr9ZNGlHNYNTFA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8151">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54e4e9a914973427f27fa88287bfcf757e808f50</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zQMCx3JC0djoRaAd27dI2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5869</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Grimm</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1785">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hex Hector</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1226</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/987afbe203b10fb9659bed90db6a723d0c06f55f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jLOGxY81S3FNq29X3qvmj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9289">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e00d96ba53eb847f988bdc5ee972428ce48ff7b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">InstruVersion</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FofeOkduwJdNmlvOoSajI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5800">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five Flights Up</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mGmFm3MIktE61wZrk8o7X</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e19c3e4bce55101606cb3c60c63e65c174eec02</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6823">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'crossover thrash', 'death metal', 'groove metal', 'hard rock', 'metal', 'old school thrash', 'progressive metal', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cda002e1760d8c225cf98cfdaf91734fe987c2e6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Testament</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28hJdGN1Awf7u3ifk2lVkg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">465155</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2123">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/493a0eedb69446de76b5351a14ceb00ab4e8fb83</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zgtJuRm0JcJpPQRjCgXT7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N2DEEP</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'gangster rap', 'hyphy', 'west coast rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17279</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8752">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Xjo0MmVXZVCNpUSLPCogR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28821</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Addison Road</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dd658add5a5cbbd493f2fa74e758af76f753631</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3289">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61137</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57e00d1726406f8652827e6fb451bcd823faeae1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janis Ian</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5c9uFWpZY2MTlk7Rft0tgp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10666">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2y3DwDaOnRIavFlGsgSuTE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1825</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79d990a3c688662f0370552e7c07db162675c150</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iain Matthews</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1386">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2585</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01U4snBkRWq0FBrK3P1mwM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankee</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/872f5ff7f16ee386fae667240b92fabb78b9219e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4411">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/270e52b8103fa9e3f85eb13017744e5a799b2952</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14md7SbfmH8E6oyTZFHLPV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Melody</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3123">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2908</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Michael Zager Band</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cca9193f0cf1f4ddf5ed8c99e26e3093b773c56</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oX1l8zC13ovzEoGm2CAsd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2638">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'disco', 'folk rock', 'mellow gold', 'new wave pop', 'quiet storm', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">695W5F2Ih8dYahLdjVOIoH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68699e4b9a86978aeca20d551b59098e81daa32d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Cross</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">343556</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3968">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51XxxtoLP1n34IUdyuIn4Z</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d2467d17e362adb5a7781e072c8c23d080c5a97</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby McClure</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10375">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wsg78KGu80m8Xk37PY2uG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['oi', 'punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c65daf7fbac1f15e744c6da80783e6be5ee5be9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">oi</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32759</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U.K. Subs</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10969">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62bcb369838095c44fffb8cab50cbbcead600833</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lEie1NgwN8NqCvLsCd0H7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2181</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Astronauts</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/404">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e5dd07e94cace984d0c020638d26d30a901a69c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Jonas</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4882277</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Rxn7Im3LGfyRkY2FlHhWi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3756">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ab5c6ddcb35a5c42d8e2cc0dec40fb6771c9761</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep surf music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flux Capacitors</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep surf music</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4m1VNDUguY9dnHzPr1ZMLR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2099">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Nas-D</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JX6XUffN4lgNvVULyYgnD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38fb89a5314e6a291c45b1072c9f701c83c2c075</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1582">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'hip hop', 'hip pop', 'minneapolis sound', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552124</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MGT7CYlixSPxAnnkhLpaA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe6db5e766d4686862211690e46ba690078e6f09</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Next</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/698">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SfsnGyD8FpIN4U4WCkBZ5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'progressive house', 'progressive trance', 'trance']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3014343</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Armin van Buuren</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca02718b0e5c389073e8dba56417acd36f541523</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7440">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GoUnnxRsQtfSLcL3JPtHT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/617ea154b842270383cc084b21e46948cbc14ac7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick &amp; Knight</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8222</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5612">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ryjbFyWBZho9KGXqKZdqQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/158489154b154f4d5d0c9d75250f962ea3d3c4bf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57310</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'jazz piano', 'smooth jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob James</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6968">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08qaG5crPMPF7i0h2wORk5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13605</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5c2b31c2b9abc54ad116254e89a2ff079fcb159</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drew Baldridge</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10380">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85530</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Cunningham</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/044468d77c6552a75e1ddd7386aaf70d87be6060</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78CiW0UJbHspFaVuVexOK6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british singer-songwriter</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british singer-songwriter', 'chamber pop', 'folk-pop', 'indie anthem-folk', 'indie folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5684">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4452</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qgbJLYz20q47xKIkkXBG9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawn Phillips</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7a52c36e89349db573fe333bafc3562dcc59236</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9855">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Thinking Men</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Hu2XjAqXygQv6C5bF8yBg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f48d8d52c042c9b76841b620ed6bd9e02b35df7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2188">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amy Grant</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111347</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/302ca80c16dc594c6704f35ce1e7e25210be97a4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72Nhcx7prNk2ZCxhx0Y5es</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/51">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'easy listening', 'lounge', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bing Crosby</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bce578f0f9138f68d8868b1b7c0a2b11bffaab78</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243507</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZjFtWeHP9XN7FeKSUe80S</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3050">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maynard Ferguson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6T4kUHIlszpj944ZXR3yNw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band', 'jazz orchestra', 'jazz trumpet']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31855</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5666168a0954e1cd6ae97f8aaf8daff4a0fa64cf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11295">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36660cba5cf9bc6e08478e429a181d5ffd028e1e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stoney</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Bm4Wk50BAZalapsJ9gmOT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4273">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hey Pretty Girl</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0d01ed7cf3a32a28360b27abf2d1b423edf106d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hBt2bzkgwrR4zmcxmxau7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6188">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40c9b2b4902678f5652b04da312b5537d31c7299</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wynton Marsalis</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'big band', 'classical trumpet', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz trumpet', 'new orleans jazz', 'soul jazz', 'vocal jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139641</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">375zxMmh2cSgUzFFnva0O7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1341">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eBYLQONaYZhZNAVK061t6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60896</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nina Sky</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d1bd38c827b96399a815f4b8f984481aaaa34bd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4943">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ecFXNzuv3uaX2pOX7GUT3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/960b1b13c750ca76b41717e3ef7f0df587abd5dc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">430</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brotherhood Creed</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10012">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['compositional ambient', 'focus', 'soundtrack']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max Richter</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">372568</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">compositional ambient</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53e841412764074925455282462e1cb1dfb1eae0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VZNmg4vCnew4Pavo8zDdW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6589">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'country rap', 'pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331533</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rittz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62d32de9d12ec050e558719e82a52b914d154557</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sRhscbWRXFbjXtSZyfaWY</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6167">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/660b90445833d3201d925350926b78d7478eebe2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11894</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284fAcjDaBYlPBLZnQkZU0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Faith</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4430">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PDRKshhxFTKpZLAI4pQnb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a92132b5172a16eb2389241ed51d9c4f27cc3ce</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2000's Karaoke Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7009">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0247f615b99bb8f9a63842a98fc5305f9e36954</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Newsboys</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">716456</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SZMaiNHfdUuU0qZKZ6y62</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6914">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'dream pop', 'garage rock', 'grunge', 'indie rock', 'lo-fi', 'modern rock', 'new wave', 'noise pop', 'noise rock', 'permanent wave', 'post-hardcore', 'post-punk', 'power pop', 'punk', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5da408e90252f0092251083cc80c613927529a20</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dinosaur Jr.</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267VY6GX5LyU5c9M85ECZQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266512</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7373">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'philly rap', 'underground rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Army Of The Pharaohs</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72826</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe6b0d7e4e076bd52c1027e7aeda7ba7848ee7c8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13FswnDmTIttTpiK9PS0BI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2282">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bef7c8ffa485d7a4b08c161554d47280499b9e7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JNoh83CT1TvMyiYyTLVAO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soho</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1608</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5503">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb7c0ed1cb87c6f94788f174002cfc2759e1b3d6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63SAbg9DkZabjTQUJBUAw5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Ramone</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2517">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6512</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RD6l0Su0sCzSHZGxPeU3d</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/842f19cfbcb01193f98c9132771407ac70a2eaab</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Silencers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1643">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">405216</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7c9f8eb3312b6f31b90dc638db793e8fa1050ab</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eoJpTIlcuxJNjV5fDzDJH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Live</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8091">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bhMBjjQhgPX0q9S4Ajncn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Kweller</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1f237f0e2652487510fa4aa20eca6cf42031ffe</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie folk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie folk', 'indie pop', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40115</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8665">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50823</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da5f4b11c665b4d17c7ed24eb23949c046208dcd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4v4xuH9VypORYabMnhPLt1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jem</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10687">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Southern Comfort</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58dce2bede4b0c8b5e232ec52a41de9932778870</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5likbnJBw0khMFucZARLwm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4903">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8654eb8143ae057a25508390b1442f314b171f0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goapele</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154669</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cgtn5YWC3Fr06wTps1dBq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5613">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">666</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">First Class</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ndt8TW7IvdI3SPh0LBMHO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/615ee21eecee611bf80c7867cbc6d13d5799d163</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7934">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bat For Lashes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'brighton indie', 'chamber pop', 'chamber psych', 'dream pop', 'electropop', 'etherpop', 'folk-pop', 'indie folk', 'indietronica', 'metropopolis', 'neo-synthpop', 'new rave', 'singer-songwriter', 'trip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">260830</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6l77PmL5iuEEcYjGl8K6s7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94835542945ff5c3cccfd64be804c456f18184f9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5233">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Lhdde9Dp3ypYfdgbk2nRf</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bab381d03f37b84d557d1623778f8a8461b6558d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liquid Gold</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1623</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10574">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Miles Express</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2909</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f60c8bfb02dc584d87e70112caee43f43d16462</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26qBczggdfGcg03T1STnzf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9762">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical tenor']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6590c0098c3711a3bc89df41c6dc5b9915e4b410</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tPOzB5O2YiSkKNXpZrTCp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Hadley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical tenor</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">720</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3787">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/047d88848a08ff114bda5719342a2679d2f04da3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Deux Love Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qfzKfugrtQsVqcltS1ujW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2175</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3942">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3792</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freakbeat</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freakbeat', 'psychedelic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba73e4dc75576f9000a62b208671ab0e872e5cec</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sopwith Camel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79yziupbWWcD49xCvek9Uf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/835">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad7bfe74eb0f28fe77e461e95aca69e6df87d489</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1165971</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Xfmvd48oOhEWkscWyEbh9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lloyd</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7743">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193317</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Misérables Cast</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/535a43f028d6e3dccc01bb170b3e7bfbd11326a8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71wy5iisVKXLZgoPxdFi8A</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2212">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08MVPakTEdRJimQNV61NFR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d91f5df73139ab7341e41147e4b907515977ca0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freedom Williams</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10269">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british comedy</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75659</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monty Python</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IxfhXIHjAOAqibxl90NZO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british comedy', 'comic']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42752dde85ae99002dba5254c89e3314d116668c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/951">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orianthi</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yNy8fi1yBBq526E6mx4Zs</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46297</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/187c20447675739506e387e14a53e03b3866ec13</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2699">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7d355997334ec3352bcbf03dabc903eec812a46</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64312</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09L3cUdx0hq6qn5bKuJJ4I</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herb Alpert &amp; The Tijuana Brass</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'exotica', 'lounge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9315">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guru's Jazzmatazz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55450</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a74ff538f68915448269e264fc3fa82119de20d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'jazz rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BhiV5JTPRMplzEuBPK6Ie</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2561">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e3ab66882b2175c4d8d21ae87ddbe2c50d36928</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish singer-songwriter</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Geldof</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10767</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bvtY9dkfSa5yKuogd2aLU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9457">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6b24e7bb959dc4a78c161c390d64ef3430a8c3a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Propellerheads</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Z7thZHrtFvqp8OpPffPKp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63723</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'breakbeat', 'electronic', 'funky breaks', 'trip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6335">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YCKuqpv9nCsIhJ2v8SMix</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c030ba751fc2bac163009aebf1ad85c0dc2a00ff</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elevation Worship</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">643266</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9957">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dUoIDlLnsMiWu6mrbjcQH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Face To Face</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1cf1ea26758230bc93ba1e56b6de0e238839ad5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7064">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'baltimore indie', 'chamber pop', 'chillwave', 'dance-punk', 'dream pop', 'experimental pop', 'experimental rock', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'noise rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336111</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Animal Collective</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kwxTgCKMipBKhSnEstNKj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94721d9349cc57b01968409bb5e5f86ade1abb91</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5734">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bc7677b9ce0b39f4005020baa780c63d299cf26</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Mark</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qDTjWFsO3R4lpvcZEu6N7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1328</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4359">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4f7nllUJPSdK4iQH0AHLVd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/681c8abea42cd3a6f91d2cdea7676012acf0e45b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Music Factory Karaoke</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4542">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d355689a5565bab2dd2fac31d6a5e2d8a223ed00</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ss1B4541iyrfqV8t4hNMJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jpalm</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5830">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EycFuMJkTXsNradPeXpoC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d353fb1ee89f2ecea72fa8e7c9b44f4df0f07d9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Valentina Mattarozzi</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4718">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elmo &amp; Patsy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/215c26ee517c4faf54722335cc79f375d178fb71</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ubvmshojm0HJHWWr4C6GF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1385</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5326">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15261</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hYKC5uBED0V5rpKQkqgQ5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'jazz violin', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon Redbone</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2eba33cb9f347b1a94baaddde89b962d7cbac719</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2886">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285087</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'viral pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthem Lights</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kwEvDE8e7EBGKh5bLczqQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4424eaa8d902501d0c8ec25d52bcc50fc496ff5e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8658">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">265220</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grime</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GvOygVQquMaPm8oAc0vXi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grime', 'uk garage']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Streets</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ad5ac9dce27e8f6edabe1204cac0e0f183e2a5a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7564">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kina Grannis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328168</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'neo mellow', 'viral pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7h4j9YTJJuAHzLCc3KCvYu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fb549df2c2e62d4a8b66751e5080e778a06cf0d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10272">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b57348bc8c8eeaaa699092e92129c53bc8641f4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15349</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PwB6zyZUEjWGDUjnMeS6M</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gillan</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3393">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Derringer</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FX4aA0cUcWndv39j1YoTm</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27703</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/894c4156ce1eadbbe6582ab7aa39fd55f6067e52</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5353">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allan Clarke</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5a040ca6f7e7da0affc8bf0390e1aafb5b63cd9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ebOaGhMQNXxR8tlKxBeG5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5019">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37YcGi7z4aXgzWu4jGRe4H</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mellow Man Ace</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4467</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/198c62619084840bbcc987b1cbcc591a55816dcb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/881">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238896</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mavado</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'reggae fusion', 'soca']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eezS9KmhdjGN436RdTIXu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/430a9f90ac2edfd3c011f462ab2a505be09015e0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/562">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v7efr4mqt3RQxkT0Mmh5g</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90417</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/122ba88e6dba4d5f403bc0e057a17332b16d56aa</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['romanian pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">romanian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faydee</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4099">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruby And The Romantics</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1208</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1409e1d5a8b7c727ee15bc6dcf371f1f37439bba</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y0ngZzIllkP8ZOqgTKQFc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1556">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67wCYxOq4A1ohAs7jWYaOJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rik Rok</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2717</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7b0dec1fe07965919013f8135f7c291dbac04a4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5289">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MwVtoHVOeRL4Ab5xt7Nmt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glass Moon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b792100430fb061f743a37078a4d61613e374beb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1580">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47869</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nine Days</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">306JHpIRGVaQd6OltnOzUO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a121009b4e804dd6a32584c09295d9dbbc58688</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7212">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Citizen</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131464</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac994b4288ba4a11cde319e5d1519961e384525a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0znuUIjvP0LXEslfaq0Nor</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2941">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165461</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian folk', 'canadian indie', 'modern rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ujr1NkqbZpYOhquczUUfl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Strumbellas</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7ff2acebe8c4f8d5c213f0baea96a8ab27c3af4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1892">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5a45ab81ddd9ac24d6623ccc53e8fcd71a4961d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruffneck</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gabba', 'happy hardcore', 'hardcore techno']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gabba</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aXox59c2JVDCGYgB16WmT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2128</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10325">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0ec51c53ea06f0a94d508bb2b0ca1dcbd2f61a0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">oceania soundtrack</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4185</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['oceania soundtrack', 'soundtrack']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jed Kurzel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qmPsuVLBgel2EQA4dm7ij</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6955">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GfiCQDFYANz5wUkSmb3Dr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/558f7ee322b89c8d5b846a7b38e0ad83bbaa1386</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thousand Foot Krutch</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian ccm', 'canadian metal', 'canadian rock', 'christian alternative rock', 'christian rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">670520</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10382">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3naY4Tq98GRh9K8xOsINyv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical performance', 'orchestral performance']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eugene Ormandy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5672</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95d899a772ee7b2da28479a980bced44f8c98811</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3611">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mountain</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'hard rock', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LCp4MN0SOIVWlssid9KyE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127987</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c602229d8663c4cce1fc123e7d45185fcd27eb9f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1437">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reina</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fEU1ODA1BeCqQo9CilPwz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cc87d39f7f28e19381d61166eeeeb538a2b8565</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep vocal house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep vocal house', 'vocal house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1195</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2569">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bs7HoMkSyQwcobCpE9KpN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fce95df71363a9432e4adc75765e2dae269430b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'rock-and-roll', 'soft rock', 'sunshine pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">646855</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mamas &amp; The Papas</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2342">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">825</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Wb1iP9BzMJyjm5nXtBUFP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b130d8444c3cf6f26234e83f2b5fe90faebb062</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Damian</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3411">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38sPq7kD35ixVbUUtchXSa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony DeFranco</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/168">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08a4e4c0edda46a1ab4c9ee851f8fa567741d7e6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clean Bandit</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3149239</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MDME20pz9RveH9rEXvrOM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'post-teen pop', 'tropical house', 'uk dance', 'uk funky', 'uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8711">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'pop emo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ydZ40cufQqm2BqSw80PRP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danger Radio</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5dff5eadf2712d6b181d3545f2565e3b63efe31</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6160</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4855">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zr6fB2AUSdHQ4Dg17bKLQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a6ef579206cd22cd9f1cce49fbbb8cda083b390</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frukwan</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/923">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freshlyground</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28987</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AcV1lk8Zrgo1691PDWEle</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afropop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afropop', 'south african pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdc8cf94774db4f0066ca1f90eb3fda45955a420</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10530">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07e513d8e1359adf4c49c3367a4f477e87dbd143</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz guitar']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Beck</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz guitar</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ffXgsphD60oasltiYDe0M</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1131</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4368">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c84877e3e93a39877116b7149df59590502958f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">010JjFqFcVyJmc2G56puZ2</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">General Larry Platt</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5218">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5448681d8f31eefa251c55a9daee99b6ba0db6b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hagar Schon Aaronson Shrieve</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LbR0yLm9nF9YzfXX70jcO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1789">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SOL8Hz0JUmgBWHggBQ5Kz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2f7f171f6f7f66c65e3f6ab97f1919a2c178c6d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19090</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Peterson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9376">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3557</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cbe2f768fa09bdafb945b85fb80d64864d8b4a0b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Hutchence</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mkI3ZZVNkFFVv5Yo51YeY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2177">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'big beat', 'electronic', 'hardcore techno', 'hip house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64b2d19142d9ad098a226f8e58066e7f601acace</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28643</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shamen</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5E704N5StxMVKpalhaJ5L3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6761">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84269</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'memphis americana', 'new americana']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QZdOCb3UacKbQ1ybDFAKM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Valerie June</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09586919f42dfd4b1b25c9c5ede435a8b39a3eb1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7892">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd80609e83d1dcf2f4b8c023899fa69d38fba193</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63841</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yyZgcrQ10gThrJxzqogiP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tomahawk</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7605">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07b97a343f47956bef44b97e203cd22729efe23b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49292</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hold Steady</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'heartland rock', 'indie folk', 'indie rock', 'lo-fi', 'modern rock', 'roots rock', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qkZBMz5JgmRN9u5wwhRC6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10054">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YWqyk1z2PivCOkZglulWA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77e0e084392d982e97ec6a306ce7ed78b9ca0195</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1029</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JunLIB</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8526">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicholas Hooper</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S9bLkEZSVIcY18RNcNG50</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27190</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38cc9db394e215d742dab1385096b7660b9f5992</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/30">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540vIaP2JwjQb9dm3aArA4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electronic trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c684a7c0a70d1f506595739c14f8a76ebef6687</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Snake</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5480925</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9500">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18026</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern ska punk', 'ska', 'ska punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buck-O-Nine</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75fecbdb0a8225692a4d191df1266456704e61df</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern ska punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jteNNEz2fLM4pF5ezFr5f</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10877">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g64xp3hpxoCXRJkNd5tmE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hugo Montenegro &amp; His Orchestra</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'exotica', 'lounge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2427</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5153c1d86e019988b83dee9e92bd371d70910fd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10757">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98271</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'cosmic american', 'country rock', 'experimental', 'experimental rock', 'folk', 'folk rock', 'psychedelic folk', 'psychedelic rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1058a1dd29c50ab5814dab42ad2137eb25ee8d6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Buckley</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zHRqvws8dVeqL8D31ponr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7447">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/734799fa38d217bc528aae518eba8e3ef23bd6d4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172471</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blonde Redhead</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'dream pop', 'shoegaze']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5isqImG0rLfAgBJSPMEVXF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7582">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4o79bJJ2tBszgEDEvLhB2L</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benedictines Of Mary, Queen Of Apostles</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4957</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">monastic</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36cda49a9d35d009df7b9456ab687ec0757a37d8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['monastic', 'rosary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/970">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">permanent wave</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">943699</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Vedder</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d52d431bd0a6a9176e4ca29ddba8df6c4fbabcaa</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['permanent wave', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mXTJETA4XUa12MmmXxZJh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marshmello</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64KEffDW9EtZ1y2vBYgq8T</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15566666</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'progressive electro house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65f40b9a99ebb96921d5366537cdff7d5661d914</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7768">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0ba9be6b5dbd65bf135e356c5914cf1a8193076</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'dreamo', 'emo', 'neon pop punk', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dangerous Summer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48237</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iMnpaEHXkgMT956CmP1kj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6685">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">322622</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bleachers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e901011f4857ee79cf158afc58fc05e33edf3ad7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eam0iDomRHGBypaDQLwWI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2814">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0f28a395571a96478eb569b3931e18eee810656</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116657</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Ant</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QP0XPDwbvGivqDAaJ5f5G</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9414">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b921f15ec033e8fcddcd46067ea910a255ca5813</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3y8q2OQS3dCtTWE010ksg5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1060</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chip Davis</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5356">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da7dc65925dcdff7dfb1fd33b0b6e1fa51cebdb6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4x5VVAa5DjM9lQHcT6OBPS</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10878">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Clayton Powell</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c002f763ed20e3257193b7fd1829c4b657890497</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f03XAeDAcN62PV1wz2eEd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7218">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Willis Clan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b8af695a8657b29282dc232725c50d1ff499ebb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JeJEFhZKKtPgrrbfih6rY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12662</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9218">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'grunge pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2831</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Apex Theory</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23GI7DP5IX2V0BABhOMXgw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3325157c6185abf6d16a5435e23faa6b7a9de6f8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3965">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3068</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90dc5f639a8246512cebeb3b640bc593336a5518</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AYmrUFn1ATSfFSx3B4tvb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Capitols</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10830">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nNqmIVNxSboqqf9Wvv6Sr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bob Crewe Generation Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea831e39bfe1e5bcc389a6e634fd1976df88e37e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4643">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100475</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37d71cf596c303274f5f5ab80d071a1915b5b73a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B*Witched</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'europop', 'girl group']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72eP0W3rIhkxd0NHGg4w4u</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8173">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/084577145579e791d2f52d5a21d56ff57f8c2bf6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41697</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'deathcore', 'groove metal', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cGTjGiqVo9E2NQIz3lP9D</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bury Your Dead</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/984">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f7e0ab249e0fbcb469c04efb7d388f7c77ca05b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Pk9L2rUT7wj7queJvrlp5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Squire</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">990</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6963">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'christian relaxative', 'roots worship', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38934</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith &amp; Kristyn Getty</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0I4Bk2s2BUJyykCwtxx8Xx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b3f4a3b7c97dd91aab0a77c3aad97c142771b49</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1184">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'funk rock', 'modern rock', 'nu metal', 'pop rock', 'post-grunge', 'rap rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1939491</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Incubus</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90fade273f93f40b939dfad8cf6f3d0553fc0e6e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YcBF2ttyueytpXtEzn1Za</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3352">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Staple Singers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9de56ba0f97bd8a1cc7a42756dc58978c4f9962f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'funk', 'memphis soul', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xGGqA85UIWX1GoTVM4itC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144605</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10300">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'movie tunes', 'show tunes']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93cfc695b2ab7a3cee71e2811ec0e1f445d77ff8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hcWMDrWJYyU66HA583nCb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8185</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liz Callaway</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4405">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29cd087e422b07509788350d597b1efe0f4606b2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252005</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'modern country rock', 'outlaw country', 'redneck', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yhxqYI0JBwUKfXpSEjiM8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamey Johnson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7286">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B2edU3Q7btJoNsoHCNohM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">315667</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ae95872a4bc655aa219d3f7114f37ac8682e8a1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'art pop', 'british folk', 'british singer-songwriter', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'singer-songwriter', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Marling</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2654">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20356</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZNeppgfBLPUyugks9Yn1u</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d47008e38e6a77b739ba84d36247851d62ba2a3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philip Bailey</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5065">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d93d34975a352387c017d142a8e7fd1c0f595f3c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adrian Belew</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67ACRXvvMXGf3zGJMefM63</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'symphonic rock', 'zolo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23536</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9942">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gregg Allman Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jTAPkN0XtPH0cinWMRyzw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83341</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0738893b2ce2e7da898cb6d628dd630ff2dc52d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'country rock', 'southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1631">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ed Seay</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xqbOE3oE6zBEMfpJ3B4MD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11332">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2017</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce378dc088706b658a590b2d19425ab4645bae94</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LjQNssIjReuJSupP3hqXl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shana Halligan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11207">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">241</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Disco Tex &amp; His Sex-O-Lettes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bQs23jUnpzoeNdnndQ8gE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/960407c899e84814574b612545642c30f33de35d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5634">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sister Janet Mead</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f5336316f44570336b158384e8c71e57f24abd8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2koUqfFTZqZIaTHxtWmT4W</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9115">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zrMGaRSRvx67vF4xzvUcu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76980</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc1091626f76eaf3f76f2ab11497385b634b634c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C-Bo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'dirty south rap', 'g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9960">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2135</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fifth Angel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37ePD9eNIUXak0LWFGNq4U</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a11d948d146c00ef270fa1e43be69883e398b833</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1651">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29012</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b95a68291549f3685bb61a102a1cf7b89ba79740</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09My0T8N3gNusVZtEiprhc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap', 'houston rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yungstar</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9706">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24iqotHcgFtCZ7fJT8dG0H</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92c6777dd640e5cd0de5e17a40660316c628fa42</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Lionelli</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5202">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robey</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NhzcFZYlZxzYzCtmZUtZD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/427d175708aae08655d145df357c305dbcfbbb14</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10189">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/616ed99541d998b4f2c7d6db9ccc428bb3267fe7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack', 'theme', 'video game music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jF9GaNGCGBeu2nKqFZ1K0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Basil Poledouris</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19990</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1047">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/710a8323324075699e471eb846951ee98b5c4b4c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Garrett</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17334</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aWpJudn4ljEWahx6cPEGu</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/931">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Willis</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11240</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8e8efa3a8187e6c6175a21d93d0fe428a906bef</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qSEpijpT3YSXgxcXac1ly</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1385">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EOoSsmM3oV2aoGL3Od3E3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">872</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9279f9e65e16a99255171be155128ce27f27bcfb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5537">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62a9KhMxJXITvzjLR3nSw1</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d99b33e747e498ef0a23c2176f9a28025ca3d16</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon &amp; Mary Russell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8689">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u7hrkQcZmqCkcDg3WPczt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97f15cb1023ffce5bf33c25863601b8b30aa64ed</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noel Gourdin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25647</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10540">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24931</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'early modern classical']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LXxsm5BF85PWnQ1dUDAze</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Orff</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78e2ce5c45e14e66766a9dbf43c5ab7712b2cf26</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6130">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ed2dd57da17dc1dc0381dbb9c7fb9a4e6a93644</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BJX1nYizKvWpZTY5HOAr4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23363</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charley Crockett</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new americana</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new americana', 'new americana', 'roots americana', 'roots rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7383">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerard Way</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235329</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YZ5ECfbM2xSTSQTJGBbO5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fcdc3a5072a230d21827ac4ddf944b0bb08c4c4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10731">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50ykendPoJz3qNSbWQ70J8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Frost</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b47abf8930831ab61d1574962bbba77fd2cd98f5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3207">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08syO7CSFkFyo5s4FseVSw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Infield Boys</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3989c71dc9e03bf2732323b53c220809a4096aa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3714">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106894</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UmBeGyNwr4iDWi1vTxWi8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerry &amp; The Pacemakers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa6a1c10a86a20e9d244f68dd392f491bfb93ddb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8927">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Gregson-Williams</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4bb4c2856161184c4b67f10413381e910bad3a1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BxqJ6pOCi8mkSjCbFYjpW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71241</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'epicore', 'scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5358">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55xW9cf99N1oy5Q2loZo9I</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brown</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c30a5290e1dd162edefec47064e99de4b44c05e3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10041">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2e9957328ad0564a026f2638a2841d680eae40a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Woodentops</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3713</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6An62UauVVUH7OCxt5bnZu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4995">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B Angie B</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GpFgqBBrcikLKSvzyXmBH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1316</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/166c092b89e95ff062c314a9fe5efe2ddc430a9e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8793">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U.S.D.A.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vd2ks2rBpNPY4ebdEocpY</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114347</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a8e55e6e25517c192af89767f65aff6ee41d8a9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5630">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melba Montgomery</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1818</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47f37dd307c6848aae2d4932cedbefe4d7a82058</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TeB6t5E1uJfbJGRZvJAAv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/873">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waka Flocka Flame</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f4XkbvYlXMH0QgVRzW0sM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41801ac40576d7c377c90c9fd5d20f548d7ecd1a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1648246</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5977">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cc66beba994969ac35db9625bbd1f019a1452b3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1594</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noel Harrison</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bcKtHlKBhkEXB1cVY5Ull</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4397">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31RGMcGXcvqhAZEFYW2ilg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e892b301450cc9ae81020161674d02e59e68ab4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A-Listers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">workout product</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">656</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['workout product']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10009">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bddb1832c8868d7adceb7eab5ff548e665eef518</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LOUDNESS</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bjzKs28cL5EVKB0xqUGuJ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33690</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'j-metal', 'japanese heavy metal', 'metal', 'neo classical metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3704">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buck Owens</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127545</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FMZn5P3WATd7Il6FgPJNu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0599c6fc86ed31cac9dd2b52ee58e1e1b01d17c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/87">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a7ee0cf6328bfdd8b7fe441523dee08c9c1e542</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31W5EY0aAly4Qieq6OFu6I</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Boogie Wit da Hoodie</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3276918</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5623">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/332945cfa4067079a1a76f3df74141923b9a04d7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lE2b959sJbHq2SrFyZuRT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fanny</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8885">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lRcuKNnP49qqc0AHfTTAR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vickie Winans</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5025e32ed70562885c381f6b7c88a5a8eaa28e47</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49405</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10859">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69347</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pVtwG5Up1OZOEpSHJ4AAs</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79eb8b8817f7182d9cd89bb6c0a07c361c9be3f1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'big band', 'cool jazz', 'jazz', 'jazz drums']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Rich</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6252">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TKifb1r4wnGbY5CYIwjGb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86211d3d7c91afeb23c4b9dd1a697397b16309f2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'romantico']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Indios Tabajaras</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14184</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2195">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'madchester']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Farm</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30422</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lN1TG4RIoaJCff6Ck9KUR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9945fa94b81f70c123d1cc1a132e2fa1577ee36f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4262">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126498</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ylvis</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lEOFtf3cCyzomQcMHJGfZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e77f7b7750f4689830802801ca817760de298d2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9317">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72iDlGYfVrntfpKzmAv0Hn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Integrity's Hosanna! Music</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/814ca0275ab44627a9f532a27e1de7b78b776ac4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1474</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5350">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36694</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f76faf66ee3978a45c838825048ca26f026766a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'canadian singer-songwriter', 'country rock', 'folk', 'folk rock', 'heartland rock', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QIJ2i8I6urte2scKgkVoY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodney Crowell</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6153">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4seoDLqmOLUf59y72WJP7g</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vic Damone</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f44a7596bf9fdc7718d47d23895111cf727214fc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37128</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8887">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jetlag Music</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29bg2tYJCCyiuZdbsc9mFh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66762</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/212acb29107ee0cae878709cee458ab432513f82</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9655">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1002</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MwTRMdXjyKSrMIyv3UY8Z</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac9646ae7b7d55218d841c684e9020f1570103b3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian punk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DFC</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1049">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'garage rock', 'modern blues rock', 'modern rock', 'punk blues', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1385c6229549198d429ac290627991617c71edc4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">942681</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FZ3j1oH43e7cukCALsCwf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack White</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/325">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0o8VXZhF492Z1bKBRFA9Q2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93ce0f8034205927848e27e6b14d96a35b7202d8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">819</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rita Moreno</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8634">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4525295a2bd3fa4559d0d9fd79c46731115aeb7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AfDeAE9DebBuxecThmRsf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9675</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Aikin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel r&amp;b']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/260">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6004641991ca63396cccdd8553f9120d69ea58d0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V8Sr092TqfHkfAA5fXXqG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6842628</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'pop', 'tropical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luis Fonsi</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8984">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7679809574fec699bd99db249e461c23f8ec1be</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'detroit trap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Esham</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eQPDhVoSa5aeWROa5wfxZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5555</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10492">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7G3uxJYCXXvkJJMORkc1rk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Squire</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3456227743d65cfc629549dfd50b9ac8690a961</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17402</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8757">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32328</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stellar Kart</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WM2QZxPsbSfFrt4ibSDBi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian punk', 'christian rock', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae2d369d6cf66a24a8bd448d6b7309df6e77495d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2093">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore techno</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5150</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore techno', 'hip house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunscreem</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rMScAC6pl5e5tF5zrwjdI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4920f7e7cb232891cff2a2bb6043e6f19c0f4d4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3479">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22519</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/054e491055e751c45a09b4e94d1a6821ca31a338</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lyn Collins</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XJPGyxrP66scKvIE9kpPN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3897">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Merry-Go-Round</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OqRrwoMQ2KO578vDoupAs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8d8b6ef43a603df665f17be9502283004f32d06</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">786</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9305">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/587aee82a1d6b005a5297e4681487b7fb2204e55</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3djsIvG79aMILDWDNiyChc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8013</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonatha Brooke</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk', 'folk-pop', 'lilith']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2356">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4855</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ruACf0oMHNYWImFGj10c6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saraya</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1099a2a1b59064a039e503c05f11a0ee9b082d53</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7060">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Låpsley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172023</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27ze6hCgfr3HcDZAHY60pg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/785a2fe3fbf45c8b48313435fbac5f53872bace7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'gauze pop', 'indie r&amp;b']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10081">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/776b23351dd861a7c6e380e97db15cd6778a3519</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SInttLnvf5G4Aa95aAYPr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean-Luc Ponty</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'french jazz', 'jazz funk', 'jazz fusion', 'jazz violin', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43633</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7685">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80698fbbfdf947053796abbdbd62a309db85ec5d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52487</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black thrash', 'death metal', 'groove metal', 'melodic thrash', 'metal', 'speed metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skeletonwitch</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213mmq3zkNWx7CtfzftTC5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black thrash</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9858">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6ec7d80fce8ae45a84260a6529f4e66e5527862</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c86</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4v9TwSGVrHPLX0APn1z0XU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ocean Blue</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['c86', 'dream pop', 'jangle pop', 'new wave']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16738</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11137">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3utOtDFsY8PJNu42Uzj8uC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25d518460cc3825fda969e4b6f4ca3ec9a110ffe</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ L Club</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6430">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35Uu85Pq33mK8x1jYqsHY2</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sevendust</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">524158</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47ed4841388f537d6c8e3486c0300737c4e2a77e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9650">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YPc4aprlEKEAoJvckEpCR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b55a1316789e696d543931c37fc11e33b1abf18</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154646</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chicabana</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">axe</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['axe', 'forro']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1117">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ellen Page</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">936</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0P6soo9LS5O854DcUpEtSc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7692">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KBcqZsPHSmTNVHrW5zkTE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joshua Rogers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9711</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7d6476d31bb775cbe9d9cc889a233ab9b3bce07</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10107">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65b387b8aa449344ec8bb3c53648e4be82e1a9f6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ceefax</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FPtMHDAlMPemC2nJk81zT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2869">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LcJLqbBmaGUft1e9Mm8HV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2960543</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/733e98edfdc11feea07914532603c080fa432159</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'swedish pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ABBA</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/806">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shinedown</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2076928</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70BYFdaZbEKbeauJ670ysI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74292a0155904aa148fb470cae6e6cbbad2b659f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3075">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'post-disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dQgfj4Lo9jS2x2vgPkOBK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary's Gang</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7469</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acc9723f746acddf245e40e847442ca0b87f7a58</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1389">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d8a269d1d7dadd76b64341bf29d94f31d4ede37</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angel City</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2590</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cwm843vv3YM0XvGAf5zgL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8771">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c18c68d1f15a50b8f6dad192c3343df406fc58</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cyae9q8NEgjfNkkiy90AL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Moore</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8544">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13084</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3b6TinIPahsS8iSCYAeinr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21cbe31e4545325c7d601549598f5c26b3053d34</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Galt MacDermot</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9825">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'crossover thrash', 'death metal', 'funk metal', 'groove metal', 'metal', 'old school thrash', 'rap rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sacred Reich</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UeVJTdCWGEFSSO9Tg9tiH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47590</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edf844d64f85b5f50f132542db9f8d614afe0fbb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10157">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d20d97311b2598aed7d32851fbe8a208b40bf725</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Myrick</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4auLLk6ZoMpDxZgXN6BPPR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">417</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8182">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GfzxrTlFX1DmRSVqMUvaD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dae58e5967e76a18da62ca6847bfaae741f3aeb8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30652</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fair To Midland</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6106">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30jYsKUr5Xn1bR2m71tc22</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Packers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5626">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5860</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f15ad9028861722226ed59d271faa9fdfe43c5f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Qfv2sYwJcGqdqF7UaMZgQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hoyt Axton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7871">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey Abrams</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UxNUybRFdtksz3l5HtCEG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6779caa55038eeefede804f982c0db38be6c63d8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48747</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4374">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Top Tributes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f079d32403827fd2ae6826284b17ea8b94d9634</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3w8ftNBSD8y07n3MqUNjLV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9094">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vScT8fvEQDjxlVDL840S8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/665213b082f64bf5575a178dfd7d0993d1444662</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JS</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">666</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7115">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3540</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d60240ec895f6627aad8f15388909e1a5070f89f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kazuma Jinnouchi</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'video game music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UM9kTNJPoOHuN4yeDT54i</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10675">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dAtGAnHCQ1ujMUZ9Ep82k</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grant Green</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz guitar', 'soul jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45a63bb5b7f4a0b9f5c1fcef3a37df3c726a24a2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51944</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2468">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zpkDJ62XdmBpd5ZYM9l5o</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1476</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acaf08a05f5183f13b23eb9cff0df956773de422</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6479">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Decemberists</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'baroque pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'pop rock', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">412176</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ITd48RbLVpUfheE7B86o2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b09771c80ac03a463c3821ee9cd5db8957a2cf9a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2484">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Men Without Hats</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34PLzyi7CdXUekiLHYyqXq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9713da0b37b12e598e789d81c3d92e4de15db214</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69950</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/106">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russell Dickerson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175140</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d3f45260719e1b5b56f922e43e68bc7149e4ab4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1E2AEtxaFaJtH0lO7kgNKw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7023">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204858</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4d53BMrRlQkrQMz5d59f2O</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daabacef51e41baf2e1fbac98241ad12c6cc73f1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mayer Hawthorne</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8765">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago punk', 'emo', 'neon pop punk', 'pop emo', 'pop punk', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d638b17b281053c006e2b56149afc997ece0a63</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37664</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EE9Xq8yiJyO5FIVho6ibI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Audition</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago punk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/568">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LnaAXbDVIL75IVPnndf7w</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552880</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Foxx</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3823abbd476fa00cdf95a9f5cbbe09d2f96add2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'pop rap', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1149">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Goo Goo Dolls</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4722064424e9bf36c762cb73035c093d7ee70a4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'permanent wave', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sil8z5kiy4r76CRTXxBCA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1353029</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3084">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tasha Thomas</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5adnn0CpGyBknDRC2vW0cx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/262f4f24b3f8c8a8deb4bbe43c03cdae78ea0fb9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4916">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha Wash</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7htVGwGw3uAa7Axft4MTnx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4073</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddf308b516b31d386982a1e824875ce1a56d595b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1008">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superstarr</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VwTk6OnuwshfqQlxOv7Xy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">180</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11057">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e30ed21ab9805275abd57ba0e5f087ccaee38d9c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Hope</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">534</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BFhdLp4hwIR9jEMkfc875</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3232">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NUD5By34MFynmuUynCfSj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e8d8352f5357564c7ae5be10557982fccba6cd4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28595</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk', 'disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Real Thing</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1335">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f45e21820925d0e890b27cc4652608a0166bcd5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17536</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rupee</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chutney</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60TYV12IFUaDfnUA0S67zb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chutney', 'dancehall', 'soca']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3266">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Qwj0kkTlEB8krqjXtxlpd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4038771ab6789443d971cf2177fbce6e4357955d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">South Shore Commission</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8866">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cross Canadian Ragweed</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8e5e0e939536f0644c1b322c625b072a7b8217e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102849</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Vz7hlMWR4OFye64dYoGm0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1738">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1529</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EC3MUN6vECf8sxUU9IVw6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0ba5195aed99a6476d3cf891f082f3a2c7d08d7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lord Tariq</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6477">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391996</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f15c2396e78a9663fb7702fda323611395788ee</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7t2C8WwLyKUKRe0LVh8zl9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blessthefall</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10406">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1add4af598efc44efb4542d6a67ee2ae4953468</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz guitar']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZNvJC7YIhztLqxS58c1or</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz guitar</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenny Breau</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5545</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9975">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mhipi6hB5gPpMW9vDGtyn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e865eb92a39eb38803d11607be3692f82ed7a3f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Into the Woods</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2131</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2022">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1357</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 In A Room</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2029eJThczywCgnjE33s33</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'vogue']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7ab4aeea5ba2a921a5b776d7b0514ad004a62cf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1318">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4b4817493ecf483965c7c289085b00de1e3d5a9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fatman Scoop</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15GGbJKqC6w0VYyAJtjej6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24271</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2454">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'roots reggae']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/173e114b07bf3ee7f1f7d6feb11b8c441fcfd1de</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ziggy Marley &amp; The Melody Makers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109873</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Z2jmNAP2UaGa8lPpi54wD</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1014">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a6e899eb0b80612a89142dac8f72acba8aa35a6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'norwegian hip hop', 'norwegian pop', 'pop rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madcon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6c4sUNBgdonFJz8Kx2VsGz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289857</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9020">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">wrestling</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WWE</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e681971cf1eb9ed7a499383006cba9b46d895b5f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['wrestling']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0spHbv2fw49lDMkbOAdaqX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296824</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9523">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hz8ohK9ESaFbJBAXvWJGL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Artifacts</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f96e7e98754e7d02e0fc002cf2b612af0491551</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34013</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'turntablism']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/726">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bf884e4a01f0980c39eb67a12e6c3e28f42da16</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144292</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'brostep', 'electro house', 'electronic trap', 'vapor twitch']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baauer</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25fqWEebq6PoiGQIHIrdtv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7571">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Jgf8XBIsOlXS1XOTOwz4A</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42986</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/755aabcab55a5465b03cf35f8208025e08aa1dbe</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'jam band', 'modern blues', 'modern blues rock', 'roots rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Robinson Brotherhood</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/580">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edf7099e200e66babefe854d06f2bb46ae9b9a9a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37367</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'escape room']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Wise</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0N41KJ4H6bkPAm2tx7VS8C</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9008">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jacki-O</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'miami hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25663</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Mpn9y699j3PYnAK6Tf2LV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc6d3bb5dd1a504f597728ffab3bf4bbb34997cf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2239">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Riff</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CxGqBuQ7anhFAjhSxOpIo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b33231f41645a85dffdbd78fba372a3ab7a187c6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">344</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1929">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adina Howard</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69c0a9e211be22825c1b47e85b0cdc8f0e3addfe</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266SmBZTt4zRzaKEANWbfQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171089</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/850">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e62bc7c5b919ceb8145d0c73e8d04c7b8b066f73</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rJqqRce0Kvo2dJUXoHleC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alabama</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">542935</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10991">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angel</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sLgqMMl7lWfWa69ABZds1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45aaa2028ca35601747ae4e356ff2098bc1e65fa</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1767</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5811">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EEBJbLXXb9ShxSDsjbIh7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64726920f85ea38135c3fb49e23262b3f304a1e5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">801</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crabby Appleton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8855">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropowerpop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e20d21dcead2ef7c281c091bb4c1446d00cdf9ea</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Love</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropowerpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2868</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EbhmxFgno89aNQUnamFNW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8746">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'chicago indie', 'piano rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RCoE2Dq19lePKhPzt9vM5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50826</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hush Sound</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8c67f5c0eca5fa128b82a88feeeac8a2f9ea796</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3229">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3S34Unhn5yRcaH5K9aU5Et</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be672f0db80dc3a816ce7acaa14e01c1202f1b5e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35009</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candi Staton</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11056">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doc Box</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5spxfv7eiL0P9Z2MmyhzTY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6997">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qgnBH6iDM91ipVXv28OMu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">507184</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KAYTRANADA</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e566e4f4756064c5d00b892d4f5dd4d111c03df5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'escape room', 'lgbtq+ hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1152">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7945a67b47ec17ae8fa94cb933ad87720b1f63b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crime Mob</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186528</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A7d4sfe5ZY1RRf90zlUeo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3406">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vkhZMoCdp5lBgrk9l2nCL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Chicano</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14015</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75aae6a0ff30f6abeec8337b093a0e9db2491d82</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/58">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9615219</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5079187578650ea27fba00480ddf80182777fda</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YGY8feqx7naU7z4HrwZM6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miley Cyrus</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8525">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julian Plenti</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19157</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a80aa6dc214feb40a9d93aa1914409a50338ed7a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RlEYUI2Q5gKfDn1VwKQpK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6020">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hypnolovewheel</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c03fca9397448d927045d638cc13506bbeccfe0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54TWW2ZcDuyn8KxnpwtUaf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2519">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oWAn5WwtqDPG60T5tIJOo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cce85b7ba8facdc7bfbb6d1ceb15299436c4b203</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Georgio</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4637">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ideal</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4412</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bK1rpFhmGkImiZNuUyHVT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d64476e3a35f313f912d26a69509f1478f2c0c36</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4131">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7egNqIGRldMzifHoh8pib6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a0246e68f01729ccb9df2611cfb764c89169ff4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45162</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Martino</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4667">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da169809197d7996c30019554c69c1913bd2939b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26PDtWYDJ1KD0brukKsJH1</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47508</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Paige</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4860">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58742</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QhsLryFrDbj9IZ38UmMyn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'hip hop', 'rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nice &amp; Smooth</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbc84f30815555dc4102f2b736b517b6a25f1b53</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7633">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efbdceac8214c7a733a44dfd00c73a0f2522c87e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Are The In Crowd</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146817</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BSXtdFlVDUOS6g1T3tmME</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9225">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b7bef0dbd28b98fc9912f79d4258255d83a4616</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75105</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian americana', 'australian pop', 'folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uATIQFyydDXPc2RlLzcUE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian americana</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kasey Chambers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7753">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130273</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c00b9bb8c17e4c1fa69df6e6afd42a8a8976136</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bUqnkrDrb4f7rqmDR9yDu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foy Vance</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'british singer-songwriter', 'folk-pop', 'indie anthem-folk', 'indie folk', 'irish singer-songwriter', 'neo mellow', 'new americana', 'uk americana']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9174">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4c9a12b081c42b05ea4af9d7097d06f43069e55</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X5jj08FYkWPtmzUhhjOJd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5096</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geoff Zanelli</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9084">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tQPfgaHkuc6eum5Qg0bxL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b77268bfb454776345bf8ce0c00ee352e065176c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Guiney</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7738">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'comic', 'comic metal', 'crossover thrash', 'groove metal', 'metal', 'nu metal', 'old school thrash', 'speed metal', 'thrash metal', 'virginia metal', 'virginia punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dnH7fdVm2X07MK6Fkbhbt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97846</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gwar</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d7fd441f062c1ce6297ee63be920ab1aa47d31e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7340">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E5E5eAP6yDhZ7EHc0Evr7</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185392</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Grace</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d49155d2208b8c6df9a1c22523a87c6a41641a80</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2097">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Restless Heart</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FcmRWJUfnCuwoXE1H2b0H</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35516100374f34eb7b8504bda8ed146e80782ca7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100630</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3542">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VnomLtKTm9Ahe1tZfmZju</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0032ddb8574deeda87d1b518b625b32a0d4da517</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216441</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'chicago soul', 'classic soul', 'motown', 'quiet storm', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Wilson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7019">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fc443452bc4112a8018926ee58a3fd628698c4c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop', 'pop rap', 'rap', 'underground hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00Z3UDoAQwzvGu13HoAM7J</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228659</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skizzy Mars</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3652">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48ee8b092a0fd57c4d75e725eaec0fca6aeb5fd9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jX7X3kRkfJTRqAdT7RcHk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27181</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cass Elliot</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8833">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76d5b32eea9578f56b8b9ed3eb0eae0777116dca</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75752</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Clark Sisters</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VUdDU44uo3KwSHc9lAEFE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/373">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/990f17c31b1cb4b4b2bc7b3d4780e2c9fd3a846a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11192732</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60d24wfXkVzDSfLS6hyCjZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martin Garrix</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'edm', 'pop', 'progressive house', 'tropical house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2135">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">489327</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Company</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AEG63ajney2BoDXi0Vb84</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'folk rock', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65d37e5c4ee9ef8bfb76de6a17e7c05316199724</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9861">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f849646032746a62f01aaface240c118bd3e9127</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['c86', 'new wave']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c86</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LrsctPHK5wMdvEqvFN8BW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9640</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mighty Lemon Drops</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5273">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02c2c4fd1ae4a26e8e48595213f5241d35c8248a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tane Cain</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kjCTvhLt06PK2YioB4inA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5951">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">library music</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">611</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['library music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2205773d3f7355535cb601a229a1da7033c50f4c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Eiku2RFtR4xvfYi9kNO4D</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madeline Bell</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3747">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">691nF1fI0SKCfsIypzFr7h</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e431fb490629d559561798f362e69f6e01f5036b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4079</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marva Whitney</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep funk', 'traditional soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7312">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'melodic hardcore', 'pop punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Title Fight</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CnhqfjUG0qzsru0SMuhrk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118149</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e07ff173db24c9ae89cc83cb9b25768d9153045</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4764">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27212</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e5864e4c45bfcb894ced59ef95e5f01e454bd8c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uwPrVdjss0FyCCTzpLx5A</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tony Rich Project</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2063">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Hornsby</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iM28IgKg89v1o7BTQAVPo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'piano rock', 'pop rock', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a9918e348aa477a0ff168a33fb1ce8c48fe0c6a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156070</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10411">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/753fd6bf39cf3542f2e06a06582c52595457c7df</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X5UsTcPoppd53pkWWFnVD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghost In The Audio</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2631">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8198013fddd03b5bd4d963436831a2211889ac79</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Foster</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SgQK24WzZf2pXBXYqHJYF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38503</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1683">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cool Breeze</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vZr4eKCIxujg3mPZaHGcS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dc8cdd2dac4e16fe886f466b83543d37f2462c7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3321</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11372">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4.0</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e7dcaadfc8fa2454c961c3e2363f34140c54c84</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xZLUGstW7tJAcJXBuieiE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10439">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0b4SurbppI0Uhv40rlkCj0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Captain Beyond</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15062</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'psychedelic blues-rock', 'psychedelic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55b0e15b214d0605dfd6f95b6c88013cea7ead78</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4873">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Dofat</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aed08e58ea55dcc1dcf5d158059be04366da443d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28Twfe9KK67NwoeGYPF1Nb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4015">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Poets</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">897</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30a7b7c24e64d35f926d37f17c9167aac1784752</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11XZpCBI7ExNNqmQoSgcJU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'freakbeat']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4721">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doc Maf Ensemble</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/708a730be73478b95f1477b89ac22aa554ccdf5a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pCjrW12R9pPCTYcHG7CHv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7972">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5354</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mRROw71EceBbR8KutvmOx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16f2f1f5c24f6b3726fcb25e9b3d7d9bd9ec7879</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Harkin</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">derry indie</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['derry indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5044">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2543</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonham</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d784f5301bba7871c5eec11058bf272a26b04c2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pRq0U6fqH5r5RzCTskGAR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3164">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">584966</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319yZVtYM9MBGqmSQnMyY6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'folk', 'folk rock', 'folk-pop', 'lilith', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/813fde33623cbfd065053789cf1ffb22b55efd4a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carole King</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8085">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119625</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wwMTLM2da1sa2JcJslf8W</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heartless Bastards</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'modern blues rock', 'new americana', 'punk blues', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3362499a03f48a25b135e929b95c9cc9d2dcbe2b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10650">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Ivory</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2umcR1sSgUbGSWhXL1K4UK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3963fefaecadf6d59892a272c0a6cb5830743a21</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8987</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3999">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay &amp; The Americans</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49049</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee9fe971005612766bb35c9b6003c06b8f0ea59b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DAqhikcMKLo2lPADVz2fs</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4340">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gwyneth Paltrow</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10075</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1818b7cd971ab3ccd91013685dca08a7c8187a97</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4njFVSUWyxD84ur7w8Oy7h</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10797">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72af6e5dbef888e66c93de4a0c0adb0d4dbcc0cb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Lomax</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lGHQf7rzLMpTqlfGwIE9O</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">850</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6627">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['regional mexican pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2286590</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73fab7a7e9dc77f7e09e41b8e39bc671419ea571</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christian Nodal</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">regional mexican pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XwVARXT135rw8lyw1EeWP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5897">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">603</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dNs4gsyisVixgpkjyvD8D</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6b0196a7ee97daaad0f24166de7035c48058ade</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Esquires</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3518">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonny &amp; Cher</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad4df17118081886d4b98d847f8e6a4ae3d23417</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159254</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71lGEtP9qYXDsSXjfexTqO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8170">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greeley Estates</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24836af07e8cb0c4ce637c82a224f56dd79ad029</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30760</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2l7ALCv1HxcE32kc3b7vag</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3977">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47819</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'lounge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hCsqVHnBo1BVQWuIjRMkL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/799770e7b78238c3eea74173e1d9c5ec0539240e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sergio Mendes &amp; Brasil '66</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5702">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carlos Santana</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">263274</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'jazz fusion']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a871db7d38afb9533c8df547fd3cc08cda4aa2c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yGQgQiiKpg2k00JXf8hJk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8481">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'lilith']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GFVkK9DUecapOZv2HzpiN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a4449b1229b9bd2c1628fe2996c785e88098e9d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nellie McKay</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11307</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10796">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c77989e1d9a05cf54ac2d98737469d05183e560e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kingston Trio</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42290</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'folk', 'folk rock', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qtcbDvdIgQOXkPbtRvBaQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4801">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop', 'mexican hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5deae82c7bbc0b91fdbb724d8c716955e85c78df</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5i4sNA511eWArmRo5hN9Na</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58350</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juan Gotti</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10811">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Tk4CUCyeXJqtCfQXrpi00</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc98c230071919c20da93a1524a8c94901d666f6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Rickles</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2646</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1918">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48240</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DgjOwTN6o76J5Gf8MzEoL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P.M. Dawn</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5140565bc04554978607607b9561264f43440e09</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1070">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shwayze</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128537</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1953bc7b2db5ee23de361348750bb34d54267ee5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f0hUHWLOCxCSDQMtdVAS7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10591">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39020</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76e3eb729479655e08524f09c7aa425616408e50</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Bloomfield</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yT9vbP1EOnCpl2McnF9nH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'chicago blues', 'classic rock', 'electric blues', 'modern blues', 'psychedelic rock', 'traditional blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/110">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kCcBybjl3SAtIcwdWpUe3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo rap', 'lgbtq+ hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78e5cfd1a377b3d820d452c6b9e964f2e29c6430</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Peep</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2509822</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11181">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DOCFpRL15EQCkZDU3RcP8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Temps &amp; Eddie Kendricks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a7c2850e0e3d3522fc5346a87732860ca53b476</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8129">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kfXeO854BtcQr4Rjdxopq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Kellogg and The Sixers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/002932d669fbf0caf097dce93c46998e87d1c8e4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'western mass indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9121</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8358">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47d87458584a0af4acb896951bdeeae5e4ae930c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Cordell Orchestra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ge01HC6kiFnyuCnSBy8Gh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4622">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a89575be5cff898b6b8b5f7a0065cbf5c23321e4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ILgJERmX20rZuVVDQ7z5P</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13687</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504 Boyz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'southern hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5184">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EX1yiXXmblRFdw2pb10NF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Belouis Some</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6650</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37181d91a3789dfd7de576ce8bc36938b1acc800</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9231">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39849</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mGZXaZ4SWNh6IsJ57thCp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fernando Ortega</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/018cd60dbaea01ea8e9b571807a58b69a6a90c73</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'christian relaxative', 'roots worship', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3462">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Abramson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JsqVmLRr231YQ5D3q7nmj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7591">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YvKo1VtZxCoT8IkbAYswy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patton Oswalt</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cd19652461bd12c571b6c692a5fcf9c054d6f23</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77100</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9989">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie K</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08671800379fe7b7c1359765128fe204f9a02040</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14WveIFE2cnnS2tTuDZNdj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/710">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64bd30ed162690e0de19876c29c306327ed2de12</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1344026</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeezy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yBK75WVCQXej1p04GWqxH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6310">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73de808d5e04b715fbc6f859bf6dcfc239dd159c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby "Boris" Pickett &amp; The Crypt-Kickers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">937</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QM4zJDvUZPB1oX0pGLkjg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">halloween</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['halloween']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7767">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332833</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Cav8jyZKAHMFbAusOmjku</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christina Grimmie</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af6422f6cb2da2a64066766d14869f5a2de02a00</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/667">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tegan and Sara</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'folk-pop', 'indie pop', 'indie poptimism', 'indie rock', 'indietronica', 'lilith', 'metropopolis', 'permanent wave', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f285d93636a01fe492256f4cbb89291b97458f1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">448385</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5e1BZulIiYWPRm8yogwUYH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8582">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'melodic metalcore', 'metalcore', 'nu metal', 'rap rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chimaira</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153633</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kO2SRhHlmMIeyJHfHy3c9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c09f1839321c23ad1e0339fb6aa229fb5c56b776</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/244">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b14747a85f49c2059b97d7b71270c005dd3e2c9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kiLL edward</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EWxytcxaM0tksU6v3je2Q</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20681</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1577">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'pop punk', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/028502035327354b00816c2f019274a1b8286206</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Third Eye Blind</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TcnmlCSxihzWOQJ8k0rNS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">795713</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8332">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42154</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0575f5e2fa64d9d37707ee021e7effde8f068b72</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'dream pop', 'indietronica', 'metropopolis', 'nu gaze', 'shoegaze']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mBdei7fcRpbUEYHgsQN9H</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">School Of Seven Bells</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5419">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rlNSO7W5SWGspO6fgrHPS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2247</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Mills</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dc9810968d3d53e2fa0bcca33264c4f6b386c4a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7875">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55349</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lydia</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6e3bb065d628b083f4aeb1d1c42d08217029cc0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YYxodrdAUSYhO8ueGQtXs</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'pop punk', 'progressive post-hardcore']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9299">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country gospel', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SX44N5qjWuFcCK8WTO0c6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pam Tillis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153243</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61fe74d046c3210531ba9b42f482a1869d2c8eb8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9923">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f025791ad3db36c95425c2ff33f2178ad7f3e7b7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Dean</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DqlTFMciRfh7iiOhhwph2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8759">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162488</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BeQqzKdlARoOd6y30kCO2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0c38e9b4253b6e1b4c737898e3d144ac0879781</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Rock</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'chillhop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'jazz boom bap', 'jazz rap', 'turntablism']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6233">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Overlanders</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IZ3d0v1c9OaPfVfmkSknV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6961e3143fcc592a109157b6d179ccbfc7e314bc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2074">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4 Non Blondes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Je74SitssvJg1w4Ra2EK7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232397</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cd1494789e29fbc85793f633def0ff7915c5872</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6301">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sabrina Carpenter</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'pop', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74KM79TiuVKeVCqs8QtB0B</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2361363</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d8ddc9a374fb2f822b21fee87e63944828115e8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8978">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Team Sleep</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76361</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/422d4a7fab7a7fd037461f2546134d82be721705</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'sacramento indie']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CwDvApcRshxhEVMP30Sq7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6003">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ns1dtDu74romOJxfqjxgL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wildweeds</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8046">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iLpvtffIrQ4bMYrFPRN4x</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04359a2989f686113c465f860abf3d1a27ac88cc</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deuce</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152760</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9881">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junkyard Drive</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock', 'nwocr']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HWdmhoIhvXEHikALsGT4w</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18a93b663f3c4587fc1fff76985805c44a42da9d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2566</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7082">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cdbd9963e4bc6feea58653d7db5c129237ddd47</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2i9uaNzfUtuApAjEf1omV8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200298</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brooklyn indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wet</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brooklyn indie', 'dance pop', 'electropop', 'folk-pop', 'indie electro-pop', 'indie poptimism', 'indie r&amp;b', 'nyc pop', 'pop', 'uk pop', 'vapor soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1925">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indian indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perfect Stranger</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae06f6d8a0b6a8944aad5a674fe36f64d4eed542</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5u9Gwvcam6HULB4DuEGLnf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indian indie', 'progressive psytrance']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6834</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3931">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Raelettes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AER6UFXnifql8MiEA1ELG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e95a581839949c4ae5bfafbe76b078a637a42bc4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2115">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lLYZf9GpSq6Pf09g2N2xK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53211</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95c94f681f85092cb32bfac5cf727553b6faea0c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wreckx-N-Effect</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'new jack swing']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7961">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211647</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slaughterhouse</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8270cc4ec8fe7169c2080ca1916449797e0bfd09</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rVbcJv0JRfhWLA3mgM73r</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3555">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7894</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freda Payne</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0701Axu6yvUIoctaKMbDIZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22c114dfcbd0983d6d2e6ed1922948688fc527dc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11249">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XDSGEZV9xG35PRLJ0O3hx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a33252ae7e8ce1a0d36c9796fa5f9bfc4036ea2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2623</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The First Edition</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7438">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78450</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8148c88b1d217d2c164463a0c7c683a7723195a5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'praise']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UZQmKr3fkPDCdIRtdX1RV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Walls Group</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4492">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a85193c64700083fa84d7b1eb05cea27fc3e481c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">395991</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1f2e3RQf7LHOum8NU61q0R</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kem</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/124">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ShZZUjkbXCjhwrb18BA8I</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryce Vine</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203079</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd41956eaa9a5c72415a5ddac55eddab92799dcd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8169">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['russian ccm']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warr Acres</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OYqNQPzPOY7kJKQrryonf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4482</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">russian ccm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fb9cb2d786fb90bc007f8edd49183cb8503837e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8837">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">380430</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Marley</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0c668706dd6f8c81f7ea91a8ecc094c21d8fa68</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern reggae', 'reggae', 'roots reggae']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CIwCGmQMqHqiblnZlFia1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern reggae</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8438">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marion</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lslA51eKXwTUY0TSX9Emy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['opm', 'pinoy indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">opm</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27159</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e16f478445f0852591e3543ade35797119bca49</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1006">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f906fc7ff02c417faea0a6cf70b8ce6a5905e8b7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3780</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matthew Santos</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5t2P9w0qT2I9y0DrNhykSj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10359">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18023</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jesse Colin Young</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pJn4djuWrNQbNfrxHB13M</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbad754cfd1e6b868f1b8a3f3f9bd989c8153cba</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9285">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15817</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53717c861c2c650ed4079122517ebadd963d98b5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DpnqUope0VrBdoh4T5Uod</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Lowry</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4982">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nExhISm4CuBLgZGOFxsQP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3260</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ecuadorian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerardo Mejia</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8ee7865516222f4ba0e2d03a001e4dfa85c4d24</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ecuadorian pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4609">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04bd98a4570c5010b93b23525b1be61b5ae79fa2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4v0y12yBFdD5V31vo95Dco</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clark Family Experience</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8944">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danger Doom</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/135934b2b384817e7727d303c23a22dfe84ace90</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98389</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0b3fYxnG6tlR0zLtBJd8DF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9904">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Morse</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental rock', 'jazz fusion', 'neo classical metal', 'shred']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FzTsw9P3m2xDkwtiSiBMB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32416</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4618314cd66b7b5196b2bf9186d0f514b26d19f5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8801">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3E3xrZtBU5ORqcmX78v5YZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'neon pop punk', 'philly indie', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d293b4ce3b1b468faa8f470dd8c458b4b13fcdb8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Starting Line</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103878</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2893">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leif Garrett</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MyNAoQL07EABerr6yhoT4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/358392c7e73089c6ce320987d51f73ffa375fc3c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11319</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10578">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morgana King</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OBKNqNkRe1Z5VA1TBvMuH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a4f2b0592328886d4a7da7e5a9c662a66c34f5f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4964</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10262">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MSnNPNhCWl92NMXNjA5C3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of 42nd Street</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c78685b680250da5afb0920a9812bdab9d0deb20</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10261">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave and Sugar</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mDN0fZ5avC4Li91LwwKHD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4108</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eba5320fb0c40da40e08b554766587f91103f6a0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1168">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modest Mouse</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'pop rock', 'stomp and holler', 'washington indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bcf9f456159824e1347456361845f21679e8bbf</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">941621</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yAwtBaoHLEDWAnWR87hBT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7688">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d69c2cf10323bf08443c7d122f3a1824a760ab57</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Velvet Underground</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'classic rock', 'folk rock', 'indie rock', 'melancholia', 'new wave', 'permanent wave', 'protopunk', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nJvji2KIlWSseXRSlNYsC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">890604</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8113">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ok1VzmUGt4E1DDNol44GH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23304</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lemonade Mouth</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a16a35a49197d42eb443590d6b12b03032bb567f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2637">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ai5TWiOG8g9Hds5AATS28</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'neo-progressive', 'progressive rock', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marillion</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231888</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c0407979edaed04b6e6c26cb262684d8c45d536</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3110">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk', 'classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193304</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d927e8dfe268fcfd1d5ca5df5b1b3cc5333be202</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heatwave</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6D7h7R79IZjqJC2GM2wzyY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7889">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146843</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brotha Lynch Hung</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'horrorcore', 'hyphy', 'pop rap', 'west coast rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46UxF4P7x9FUigK1O2sSsV</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bbdde2b6ed13b178fa35a9022f3b4d5a5a5f304</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10053">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz fusion', 'jazz guitar']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14840</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stanley Jordan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz fusion</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/025b3c001e5d0f841f06fa5e75839bb6d4a1ae7b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mBoEYescv3YHDG5rH6uKd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11216">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Raiders</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardstyle']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardstyle</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VGkOHRnGhPYrzy9qM7CVj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c1800c3ae890895ab1e7bb5bb2082dfe192bc82</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4520">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fafa6c0e5613c9abac7fa1a5c221f84e35adf54</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117746</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KnaZr690xW0sCihF9Z8oP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lostprophets</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2128">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271292</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AuW7OCyKfFrsMbtHrYgIV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">House Of Pain</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'rap rock', 'west coast rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a7bfc19ffcd5384221a81b3394c8b0c4959feaa</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8035">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0555c0bcf450bd4b8f07776525d2d4d8c519f7e4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aziz Ansari</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121526</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SPvdqkhRp1ARWJvxByVuA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8601">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85116</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Lynch</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z4MOvDCbCQ0ZFqnSkVSUC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7830e9385fea9b484eee942c01fae192b7a9eed</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10047">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'college a cappella']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4543</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5adbd1c15eb9567767b4901145ba6c4cd94ab99</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PdBpsZXvnEbbTe1589fMO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">University of Rochester YellowJackets</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11229">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24850</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GbrJTB56Xs4XQGlmVbaCf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian disco', 'nz hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8617116b70f6a9aa0edbefc1bddfff310627671e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Savage</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian disco</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10043">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvin Lee</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'classic rock', 'electric blues', 'modern blues']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6R7WjUX7Fk4zHPEHSdqEkY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56214</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7504519c838145a3639af9ea35385bfebcd078bb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7664">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9dc45e60d9212d3f62a14257412b18165191503d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Lloyd &amp; The Marvels</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NQHNs35chwKFo1Twnfh4f</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5196</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3387">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'folk rock', 'funk', 'jazz blues', 'louisiana blues', 'new orleans blues', 'piano blues', 'roots rock', 'singer-songwriter', 'soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d84d90ea5c3e99e3301dd0c065377ad9284aa62e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145123</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. John</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320TrJub4arztwXRm7kqVO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1147">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Huey</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57130</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d921d639b802bd821a55b0f08c785b94520b79f9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33wbkdcxtduHKY53LnI1Hf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8187">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Young International Harvesters</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d31196092cb385fef8e2fb1edce6a3c9a0a8f1c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15ayX8eP2krHpjHJJau8DW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10209</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1945">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">956969</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2e448a0e1ee6216126b7a92f405172a7ecf8c59</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Petty</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UZMlIwnkgAEDBsw1Rejkn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'heartland rock', 'mellow gold', 'pop rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2098">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6edb8ee92b392e9f05cab81efbc48317bcc1c772</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Freaky</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16VEsCUZIRGN3UE25KhH0d</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6281">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of “Mamma Mia! Here We Go Again”</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18054</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yjracK9CNmMgZo5myCuqu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/575285695527d56c550b3b9b82c2b285e1b1cc89</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3218">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7979</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oeuJSyVZTCkm3BurLz8cG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc928cd776cf40ae909ee1ea751aad60a65b9573</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3754">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debbie Taylor</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['traditional soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">traditional soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AOPsb5oGscweRef0jCI1p</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/954">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16cfd34449fabdebefffd80ab1e77678f05ffe6c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07QEuhtrNmmZ0zEcqE9SF6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1766989</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rock', 'post-teen pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Owl City</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11063">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZPXbNAQIgBkQxukGDNgsf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2545</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Theatre Orchestra &amp; Cast</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/088c4052a2a34e8a68a48fa93e3c7076d7997cfc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8350">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Osborne</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZoVbcOhPwvtwiBJ0xP3ge</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50135de778ab2a179eb95509c73e86c6a9f025b5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6663">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7175fc194aef8b7e31b2dc60fdf6daa33074f2e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ogsIlyTKIdux3uC3Lwncd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herthey Hill</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4281">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'cedm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BXionV4R0BunrFpSwIMUK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Britt Nicole</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">280953</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67d86a08ad87665141fa318b72efaa768cc2716c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3180">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e1d7f69f4ca3d114eb32306087dc3c3980470da</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jMpwPQdadwSr0NQZpUNfq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2924">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gF5ozMajrL8gjPlA4Ej5x</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ccb5d032f458d903822d0989c71fa94759e7723</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Champaign</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3753</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1818">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2P3cjUru4H3fhSXXNxE9kA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">403447</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ab50b17b1cf8b4d4415cad7d9f607f2e7d37d98</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blackstreet</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6009">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Romeos</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49uZBfeQHhy63GqPzmybU0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97037ca49094f5a21e028c178b5baf7888b6cf5a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8275">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20770</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tapes 'n Tapes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PjtmMdeYx3Dg49ZRLS27J</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b519c4243a509dc07ff9d62cab80305d29295d5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11516">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tribute Co.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4e9b2299fc5cbe4332251c91007f365b37f87e1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Se8xpgCBmfXVnZqRSRRH9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2042">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">258837</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac0ab5526826d20fa8430d4d4029a16be839b863</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OfhOoKunSnuubxxRML8J3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Big</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1679">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1237083</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'british invasion', 'classic rock', 'dance rock', 'folk rock', 'glam rock', 'mellow gold', 'protopunk', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2e933a1a7ae670aa2e217c79710fe2f18ebad3d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SQRv42e4PjEYfPhS0Tk9E</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kinks</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9686">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fLUKocrN9I2D0MvL5tLsw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tribute']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64420</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5d27e54555565d322e9b57987d230a7294ecb06</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Led Zepagain</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tribute</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8145">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jSaZgaKHmgc7VTgML528r</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'brooklyn indie', 'chamber pop', 'dance-punk', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'philly indie', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25ebf846b2aec2a278699bc9eee4687f63db646a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109883</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clap Your Hands Say Yeah</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5208">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11BYW3vEY2JVkKf2yHzM0E</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Professionals</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f0943e1f8abe3f5ae2b65097d714c56df281a58</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8895">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3945422d80591175b3763c2b8999569f19b5e8a9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soundtrack Tribute Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">220</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7saSIrajCvO2Yw86QVh9xx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/474">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">374sWpAJsbZckf98df2jJJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fuse ODG</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbc75401731eefb04bd548e655c1e738aaddb858</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afro dancehall</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afro dancehall', 'afropop', 'azonto', 'dance pop', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84367</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10837">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9897a909766a459c006d9f0810996fc85541d71a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MRC SRC</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1268</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Xt850v4kckiPFT1mL1zmo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8253">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2634</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scandipop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Alexander</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mJucMwGjnCatEdVk9eedj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scandipop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1157098ccd483e36e1cbd749efc8f7fa393cd1ea</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5953">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d49e97983c8443aa78b727b6c66d514b9c112f5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KdxWrkwsSjIxyHL0HNtiv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6616</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Human Beinz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8530">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CpwYrbzXc6Lb9RmCclJpj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63ea2fa3b8ac6593af1ed25a52f95844ea2a37f3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32017</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Williams &amp; The Spiritual QC's</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/55">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cADQgiLMjNhbsfeN52Bf3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c838b1017b10a120c6f51680356b74f349aeeed</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swizz Beatz</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243546</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5211">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69744539be3667fe8931bf8aaa64c5ead6329218</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JIbyOYquk6HCD2BCd0D0T</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Face To Face</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10782">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41991</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33XkS6h90eeK7e6OJHw0mq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde', 'avant-garde jazz', 'bebop', 'contemporary post-bop', 'cool jazz', 'free jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz saxophone', 'soul jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yusef Lateef</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2a97c3eabedfecf7e104ea1c2abd8d1d6417a38</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6572">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'modern rock', 'new jersey indie', 'pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">297775</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Front Bottoms</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ictveRyhWRs8Gt8Dvt1hS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb2606f898ae97f16a4859343fe6dad97e9c6722</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/134">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51dad9aaabe5643818840207a9a8957c2ad91bf2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Jackson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fMbdgg4jU18AjLCKBhRSm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11540891</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11306">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e59d27d995e45471504cb66528d9c2a910559436</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l6EjGbVOK3ciVYP20II6p</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">655</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Aces</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6793">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BM0EaYmkKWuPmmHFUTQHv</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332821</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'death metal', 'german metal', 'german thrash metal', 'groove metal', 'hard rock', 'melodic thrash', 'metal', 'old school thrash', 'power metal', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25e16bfc9a6c4d3872132f65cd54079668f235d8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kreator</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/936">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e17cb80b633ebbb8c72cebb397ac90103ab49a5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188282</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Asher Roth</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop rap', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wgY8huggK60P5nvYrwcYT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9347">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Urge</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ewpPJWBH1eiTYj9cZEce2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f871b9e36971c929029bc13347a6f20dbf4c3450</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ska punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10227</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ska punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5824">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elena Reina</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0j08a38t9W2Ojk6ritNDaf</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e8fa58bb67631c82c888b40ae0219d6368413d9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1937">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Annie Lennox</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MspMQqdVbdwP6ax3GXqum</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'mellow gold', 'new wave pop', 'pop rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb1b39783fdc9625bcba0837e7da9882969eaa03</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">620666</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3713">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freakbeat</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">449</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/751b8a5c586f30cab09ed1b3c2f718dd9ad4ba58</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TYZpmNJCpmN38laFCVkCm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freakbeat']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Clique</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/448">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dae Dae</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328039</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7902c554c8c72f9d51fabad3d02041ae16adea60</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'trap music', 'viral trap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41LfjfTCcTCUdykJqNyFw8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/596">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9575349cefcf8df43c8b145b7fda9ad93a8cd2e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Kidz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48400</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WCSTqqMwguiIpPSzuE5UF</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4464">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">346850</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bed0ef6169edbbb8f05c61205506f12b6ddfc2e8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xenrbYhp4IRydrWpBe4Bx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LeToya</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8262">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">background music</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['background music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b6336e8ae99e49be1872b1569d887969857a897</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1021</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dream Runner</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YX3ZumDhRfswphqHPGL59</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9279">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">QB Finest</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1329</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ddc62d9c4ec3d8f53aa500b16169ec36e7d1f88</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06X9ub06B2zsqDpmHUqh3K</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6300">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Architects</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mathcore', 'melodic metalcore', 'metalcore', 'progressive metalcore', 'screamo', 'uk metalcore']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b9294dc25928c9773d8d0b9e5b28a0bdf8d265c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">370193</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mathcore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZztVuWxHzNpl0THurTFCv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9175">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27ffd718183637ea480c83b73f2e11b8411c36e1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Country Karaoke Cow Boys</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T9rOYmodcUr7fU94l3EB1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/745">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Of Monsters and Men</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dwdTW1Lfiq0cM8nBAqIIz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2670015</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e38d07dccf32d6b32c1b7768263041ebe5e50c5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'metropopolis', 'modern rock', 'pop', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/834">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74V3dE1a51skRkdII8y2C6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c8d57d92825466637905f0d4219064cb39333e9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133410</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'southern hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">André 3000</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11499">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5z67HRLMUYoZhaZPWUoV94</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T-Boz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">686</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/908">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216396</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eRJjYEaWyGZbOBGYFLBoC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ready Set</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0238a06bf8109333d26f5e7ad5c389846bd65c61</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3500">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vince Giordano And The Nighthawks</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06848f637feff5b05189a2d281fa95848f7a25b4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1F4A7SV8Xp0KrWdPzkh8UO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2421</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4302">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f29abc728f0928c2f49c8d8c2b7242165bc81879</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hit Nation</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">383</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wz3xBeUET6xM1yi9tHfRg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3002">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qqVreyB3ClW1psryS7UhH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b55bee306c5fab4010b1b8ae3982b956c872d616</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1284</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fools</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8180">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">587</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Lopez</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">show tunes</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zUCHzvbTmCOZoY750yHPB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c51d8a70dd2b2d5154c2909993828ac8792b65</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['show tunes']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9505">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Berry</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20620</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c7f45b47e3d98ffefa1c1bfee6fd38eee87eb48</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0l5OmkXhNcXtfa1W9dTon6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2825">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0S1SjYebdSaiMpI8xSW2Wb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103032</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donald Fagen</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8237abc70edbc275a2f82315cc7ee7d776a97ca4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic uk pop', 'jazz fusion', 'mellow gold', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2125">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/315c6ab77ac898c8d1dd0c33d95d1b6dc72c48dc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dgfCEMSVETFp29mRpiFpz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patty Smyth</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21518</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3998">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117056</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Midnight</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nightrun', 'retro electro']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fcc0202ce6591b214f17aa5366f3fc28acb1db5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NFrAuh8RQdQoS7iYFbckw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nightrun</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9297">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6dff03338b5bfb4ebe8cfda2c20c249278c8fa9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TqQi97nqeiuOJrIFv5Sw0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Semisonic</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221758</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9870">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'smooth jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32316</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29135f6101e2b98e0ab188693c41ba48bd248c4b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SPkat5bgfP5wo2kbqZIwu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Grusin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1325">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Ann Womack</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">738OS3zrCO782uDiUN9pet</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17b56e987ec661807e3e0772f0800a6d155bbff6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338924</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2127">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yox196W7bzVNZI7RBaPnf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'alternative metal', 'groove metal', 'hard rock', 'melodic thrash', 'metal', 'old school thrash', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Megadeth</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2244291</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdc26c67ffe1c377e0521435eb4a46ce0ec23876</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4849">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1412</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29ce5d9356ee8d7f85689dde0cee796d47e4d005</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40qfouqYX9cXmrbC3ZBvpV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Miko</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3331">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SvG3y1gYAFOsv9785Xu9T</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67742f64f013fca4bf85ca63460bc98810063dda</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'folk', 'nashville sound', 'outlaw country', 'singer-songwriter', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom T. Hall</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92166</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8327">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Books</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49333</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UvhuGdFf75Cfan7lEU1J1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'collage pop', 'folktronica', 'freak folk', 'indie pop', 'lo-fi', 'noise pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79589b1106ca44e882ce766ec0d8cab5e170f03e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/440">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/239ab578b400c47a455df2bb945ac81c180db2bc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electropop', 'pop', 'post-teen pop', 'scandipop', 'swedish electropop', 'swedish pop', 'tropical house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Xylc3o4UrD53lo9CvFvVg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zara Larsson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5708828</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7264">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kodaline</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55451df0b61a34de9cd2b57417421f462f9ac832</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BxCuXFJrSWGi1KHcVqaU4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish pop', 'pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1565989</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7651">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8dada63eef1ebc8c2fcdf276aa42640b1c051c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ernie Haase &amp; Signature Sound</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14700</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Qp9Qtdb5G8QYHWfe5qxi0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1452">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1303994</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7e39e0ca7a4ba897150247190fb27b6ae6e0318</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">No Doubt</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cQbJU1aAzvbEmTuljWLlF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'permanent wave', 'pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10365">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bafc579f8582e3d65eb35e31f1891901aa76749</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4814</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norma Jean Martine</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fsk4VlJdNF6G8cCMDrrzB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6620">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e44a8273483515b717d18fb5252921f4203d620</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nothing But Thieves</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'modern alternative rock', 'modern rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kDGbuxWknIKx4FlgWxiSp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469071</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2476">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eria Fachin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ca24e64230a9e3b72c7aae252d6589445ab8371</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tV8KHpdrwpIEHba9Isy93</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2916">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d83eccab580f2e2b3829008ea38d1c53d189ce05</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74564</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'lilith', 'mellow gold', 'nashville sound', 'outlaw country', 'roots rock', 'singer-songwriter', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lx6XS8umFqYRVbBErx9fE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rosanne Cash</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4919">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56MDhktp7hO6MqKCS9rSXT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mad Cobra</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'old school dancehall', 'reggae fusion', 'riddim']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31899</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a91345e74cc2ede551c5043ea1dd1d945629d8bf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4716">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9906</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Av0FrUSEIw7fPvTEV0TuU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Puff Daddy &amp; Faith Evans (Featuring 112)</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7568">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic punk', 'anti-folk', 'folk punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AJJ</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34d9c48b929695f05a0136639e7c28a11f6e344c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IDpDJIDfK96HMLD4Tphyl</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110127</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8729">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IELX7NrLBXuw8f51cUZuM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mates of State</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b661b0114b78073b873a895dddae17980e30794e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'kansas indie', 'lawrence ks indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26238</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6125">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24ce8c0acb947bfd143c97e9b3a7ef730e8f0af5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ivy League</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4498</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xzeOvWTraQHZgxOgpz59N</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3805">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Status Quo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gIdjgLlvgEOz7MexDZzpM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335405</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db6d01b5ab17651f5e45f7d256c08b47e3dde74a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'british blues', 'classic rock', 'classic uk pop', 'glam rock', 'hard rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11397">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yEwvVSSSUkcLeSTNyHKh8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TOOL</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c23701238e46876969ea3b694e9b42b8db133b91</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">764526</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'art rock', 'nu metal', 'post-grunge', 'post-metal', 'progressive metal', 'progressive rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2133">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Genesis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c42f3ed56e0eb156b63526faf69dd7dcd8ede34a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1524874</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'mellow gold', 'progressive rock', 'rock', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CkvROUTQ6nRi9yQOcsB50</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1428">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killer Mike</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'atl hip hop', 'conscious hip hop', 'southern hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156722</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9deec28b59f385038d2af72a5d04f5e89a6be0e7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2N4EYkIlG1kv25g6Wv8LGI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9219">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Custom</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YNPanuqa0uEGPOcjulX9X</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa75aa144f6df86f8e0d2b7665946864dcafc6f9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5103">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KPWnJouOHhX0ZhscJsIU1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44e49616eb69c07539ed590d508b2162cc818eb1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Creole And The Coconuts</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11448</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10114">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75084</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5alRKXufstWwyHsyQbpi9n</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cccd797987461e977e3d946f167df692bbc7eef</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Carlin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/24">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337782</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">benny blanco</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'tropical house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CiGnKThu5ctn9pBxv7DGa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fbb93866c895d1b5c1a6a9a6c03ee248512f669</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4976">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DdF4n9hzGsLAEv3rSeaZY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">444</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Falcon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f5d3db002cbf7627134c3137d4c782beb6c3772</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9050">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67168</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warren Haynes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73iWh9WUMf0xK6cRkNJK4h</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e36af552aa7c06e183f6f9d58f05a300e6144d8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'jam band', 'modern blues', 'southern rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8701">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17bbd2564a198a047fd824bd363a1d2554884f4e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cute Is What We Aim For</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186605</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AsPubxWM5tfW4hTZEL3aP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3489">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YTLSBs3uqyYPZ7jZ17syf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a41c59bd33b574db07b2bac6af277994cf585664</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Original Flying Saucers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4553">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D/O</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">512aANbakY9mEaeyKucQur</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d16b211b899bf28064fdf55f5fdef8632f77c5e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9253">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30713</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ykdy4jtPLFOuaJrZqHTbp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4696ffb4b058b5a832285fa28445c578523f8583</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Azz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9846">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ca2ba248cd2a40bb5cdca633c209c1528ce82e2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XeBbK6kVfTr45af9vTx9H</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flo Meton</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2429">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">530Sdm7eqqzWBdDmILMgnu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0f9136003814386988d37964be13b1da0b1c6e1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">383652</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Palmer</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'classic uk pop', 'dance rock', 'disco', 'folk rock', 'heartland rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8205">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b3395ba0c1db6defff331125ccf99b67d755926</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147620</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Egypt Central</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1d5wNTZ8WZYE5WuXXjug9w</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10391">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic uk pop', 'glam rock', 'progressive rock', 'pub rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50317de425791d4f800fedaf6af2c7ce05bf3c11</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Be Bop Deluxe</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ysGNWU37tHaPIG5QJLoX2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10634</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4179">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WB49nYJpWU77yFiDLT6Jb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">733</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Raindrops</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d15ac774b807199913e6c3d9c632a04e505fba5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5146">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Anderson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2123</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Bp4xXabhvbSB51SK3LJim</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d18f25f978ac06430962653f96c3119c80fd33f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1104">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/605b9f65fff2dee52625aac975d146f13cc6bf1d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'east coast hip hop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59wfkuBoNyhDMQGCljbUbA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">838278</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diddy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2606">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EbExtH0BYdtfhXSAV6ThA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Nicholas Mix</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9070">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Jules</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oRnbmgqvvq7fVlgk4vcEa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d695c3269ba763e82b0a24789bc59d92834b125</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53376</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3696">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85df4af2833ce0f0fa25363c59c07e90a12c78d0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75jNCko3SnEMI5gwGqrbb8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79443</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tammi Terrell</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9180">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Box Car Racer</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DK7FqcaL3ks9TfFn9y1sD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229531</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'punk', 'skate punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/420feb7fab6622848736cff1aa11739eae13849f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2612">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67d93a80585711f59f34941cb9ad2d2b60ba2a30</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HMuzFmTtwL4ur1zJNCU7f</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15731</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arcadia</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6672">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DqzOWVL2ly48IA9bpZdie</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126942</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal death metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dying Fetus</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f46d8dac535dc967d7b98e82d6358e8a0aa6c123</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal death metal', 'death metal', 'deathgrind', 'groove metal', 'technical death metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11331">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nonchalant</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CLDamRUJGkWkM3STSpz1P</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/285">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/307a86085f448e7efa39319159639425ac5639d0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lRH2dgU5Kk4Bc5phmII4T</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242700</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LANCO</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5557">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f5fa2c4c6d59dca917ff2072a7481aa30886ef6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1i6bV1rRKRPTyssKZuLfwS</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mighty Clouds Of Joy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27376</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7291">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d1a802193e294c50f0bd9d97d4de48216e85678</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian electropop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian electropop', 'chillwave', 'edmonton indie', 'electropop', 'grave wave', 'indietronica', 'metropopolis', 'pop', 'shimmer pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TtJ8j22Roc24e2Jx3OcU4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">464924</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Purity Ring</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10371">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'baltimore indie', 'folk-pop', 'indie folk', 'indie pop', 'modern rock', 'preverb']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QkSD9TRUnMtI8Fq1jXJJe</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aabf64810127177bc727c5fb0e9a27564ed34930</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124191</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snail Mail</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9549">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'instrumental rock', 'neo classical metal', 'progressive jazz fusion', 'shred']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Johnson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CxobvwTpmfpIEbkYh4pAb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2dc036c93623eb24dbc9ac5c5d9a4a957133d19f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126492</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6782">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The xx</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iOvXCl6edW5Um0fXEBRXy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/922163afa546eca372c27be4513a481de06e9481</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3193625</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'dream pop', 'indietronica', 'pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8118">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pAajGWerK3ghwToNWFENS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7779270703352974a9d7063a4f4c4faf32846f2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">309182</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Puscifer</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1002">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The All-American Rejects</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vAaWhdBR38Q02ohXqaNHT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62c79a93a1e6c795ce335996ccde270b6488f90c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1545572</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'neo mellow', 'pop', 'pop punk', 'pop rock', 'post-grunge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5331">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6793</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BLhUZMqXO8eXjhToNRteA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Garland Jeffreys</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04679e8aec55059b0a88bdca3fb936c7aed01873</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2122">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VvCoGaJ64OBTnhiqta7XL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00390fac5025371f726dd9e5020c22cffabe9b77</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1296</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Heights</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9216">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57d6a3ex4tB3hO0WE1hC1V</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f796722d51ecb9f07aad0bb66f5d1003bdae1795</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42486</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donald Lawrence &amp; The Tri-City Singers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4134">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40138</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01Z8Z9K54zewyP04ZfGLSv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8def83067daae4e52e6791b5dad9a208ce20665</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Irma Thomas</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'louisiana blues', 'new orleans blues', 'soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/233">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90b7a080e75d6fd8fafb3ad0a1f660dcbfae2acc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moby</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1041243</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OsRAKCvk37zwYcnzRf5XF</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'electronic']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4533">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smokie Norful</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sD8Amms4kSxs5tBV4CUmR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f50eb3dea82fcaca1c321f01332cb1125305293</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146874</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8044">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Storm Corrosion</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73p7913nnreqv6jbWpeNb1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24328</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9afd91ba7eda2355b296b15726eb7dc71166871a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4447">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dashboard Confessional</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ERtgeBbWRkFzIz6LaFCeY</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ff0e8751e512f74f426628afed61a794a9099d3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'neo mellow', 'pop punk', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363049</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4150">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gNduPlUGHsgy1w7f71obH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10f3e6460ec252cebdad4249700930c8f612e168</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29783</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Swinging Blue Jeans</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2296">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1426</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Adventures Of Stevie V</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84b80744f8b440f28d871cf04efb27d8f46c6654</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HOmuShc6sajk74rYV7zR2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4442">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00e3482ec42c2ee7063ebdb70291903e80c3ada8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g3B6vce2x5AGRetu3ViYv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2931</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8084">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sent By Ravens</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f291b996c0802467fa877fe02665e2218c21c35</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24993</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sOGQm1G25WEPhek1WI9Fe</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9596">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3038cac1bdc873d2a6631206f05ecbe1349a55c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1354</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamal</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p9h1sy6bROcPGnLbBwLlO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3948">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band', 'swing', 'vocal harmony group']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Merry Macs</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GdTErb29TNkiEGWrNGAeH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a52b1fbf0828f1a6eb6367210a691536e932539d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1083</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7553">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/488672930999a370f71ab0a05fa3f0b96ea5341f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruby Force</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wqUiS4h7BwhfqWQ5bsrGp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10032">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16bN8mhtDFdegWbg0z3s10</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112624</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hüsker Dü</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'dance rock', 'experimental rock', 'garage rock', 'gbvfi', 'hardcore punk', 'indie rock', 'jangle pop', 'lo-fi', 'math rock', 'new wave', 'noise pop', 'noise rock', 'post-hardcore', 'post-punk', 'power pop', 'punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f09c18858ffc997a5c8bc371ab0bd9fbdee6996c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8577">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Rabbits</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f52cb1a8c1300850003135e0d2c33744643fcc3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25384</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie rock', 'modern rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2t5yZKDT7oAMkOFkoToViO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6133">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patty Duke</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab0a02326de7401ca24b72d0952a6ebc8d1c0a27</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VcPriC5JFrXJdtZ7OQjc4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10821">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'french soundtrack', 'soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa0c5cf8b7cba56919cce22b3b21ddf37f13ec30</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10455</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iyQYs37mRXLW04Z9NOnNT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maurice Jarre</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8602">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Priests</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da1743058cd9b3b445789c60a4f33b76c3d9a923</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6867</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4r4Gk6oEMIz28ubBaE9vZX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8641">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41216ed3494ea752d4796246297f69a6119c8fe7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bisbee Slim</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3L0NwLYof8N3xFXFF56W0R</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4617">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5I03k04hYVxZ9Im4jAdnLU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f516b6683527c606094a5515d2e13d9b2908f27f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fauley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4523">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian country', 'contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e396de917665f4633fe426831df5714cdc6373e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SwVn4s8PdhY9XQhi9SetC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carolyn Dawn Johnson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25531</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11029">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Girlfriends</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9b0207b9677af8c15a3c68227d7a756983c4a95</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lNB0oVtUg0DqjDr884jUs</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1989">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243179</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Perry</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xQKoGD7Ql92fWd1uWwKkf</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cc6d55b55b93f03afaf5a71938f50c030ceed20</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5237">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martin Briley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">410</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kQXfNK3qQhHzHrR078qvN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e20ba5c00629a6b725cec559ee6979b1601b54f4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11392">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wynter</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DPBVk2CE9Tr0AAEEq19iB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2421">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6415</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29gt8yNK2jFp21ZWXISskB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9d231c113158f7030d33be90ca940ff159d14e4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Johnson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10690">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58Wl2AJZWwfvEn2eAWJbIG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['slam poetry']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d140618a6c0470789b9b6357a1e216f7c54d90e1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Last Poets</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">slam poetry</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14582</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10011">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber orchestra']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber orchestra</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78e09092f7598d9b8c916b053cf179137cecf12b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Konzerthaus Kammerorchester Berlin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19z3Is8jPDFmLphrQ2w2Du</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">503</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10258">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25e4990e14cc98b75df00d10e5a425be07ceb20a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plasmatics</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12221</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">punk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kf4d3tN0MZGpEP6BacY8j</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9514">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CHSQs3VEs55OvqxvnU3qh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Satriani , Eric Johnson, Steve Vai</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2677</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9feda1032e9a5e9c153bc70f2f7d3b4e92a20127</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3444">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Jones</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'british invasion', 'lounge', 'mellow gold']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d22d63d7fedd437621fd60a5ccc51f46f4875c11</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350091</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T0wRBO0CK0vK8ouUMqEl5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10801">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Dowland</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee7931d18c738f03ec83b6dc5ad0641e48cd43a6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mhwtKvBm1ncoOrUtnQUgk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'early music', 'english renaissance', 'renaissance']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10358</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7829">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2k1Qcdf3sOJYCNZEPus58Y</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Peacock</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'contemporary jazz', 'jazz double bass']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5971</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0d55db0f08e1e31364babca01ab19e9aeb097bc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5632">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IjZr8fAPiOAr7NQj5wZaQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95b627e507a52e0c5b3957ff6c93abe03450ca25</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wednesday</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11183">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e18b601d7a9f0b8546da8e1b0e19e2be5f9a395c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bert Kaempfert &amp; His Orchestra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cq9N7fQ0MqCTWcZMe2KVa</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5863">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24uSD486ywQ4VJ2OMDXv8y</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">389</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5a9cf11e63acf3e3994da0853e29189b2ee6506</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Motherlode</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2822">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'hi-nrg']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55305</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Weather Girls</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19xz1vcuKNjniGEftTOSSH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6ee1b148f19beba30590bb1bb35ef293c3de40c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/505">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3677690af58abb70a5c5fd58d69db4d1ad705d4f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nelly</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1315738</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gBjLmx6zQnFGQJCAQpRgw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8739">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bizzy Bone</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de86c2f099daed736b6b92add2f04720a42bd84b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134434</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'gangster rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23xTTTcfVHvWRIPiDAOAE4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6380">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e10JUMF7MJmmwYpnTSMI5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'nyc rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave East</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b221f607a5c8fbaa02d20c26a945dbdfaab34845</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369033</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3294">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c3ae5838371d9a80299eeebb42dc7e36d18900d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Wakelin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1001</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7s8sBDHfKZL7gFBtdObnTm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1247">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WV4xLQooFalR2cit0XSKp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Nettles</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175131</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40ac51b4c65c049b03682a08e47eb827c067cfd7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/296">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelly Clarkson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BmGtnKgCSGYIUhmivXKWX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e874611a108fcd361c92a665a991ba18a852050</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5394088</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'neo mellow', 'pop', 'pop rock', 'post-teen pop', 'talent show', 'uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4951">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TEserE0g2TKlKBCGElMLL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle', 'freestyle']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc409548993bfc07fb10c90002742ba779bc7835</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Enea</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8417">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'canadian pop', 'neo mellow']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uquUYtkdKei0zuhBY9P0t</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74562</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eae87f56a12c546b802c25d652761a0e1c2012fe</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Nozuka</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6754">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77312bd5f3f1e4dd03cb6f1c1f8aa59e36770aad</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starlito</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SjND9kT6Ja5TSPZTyUUab</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176389</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2079">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'funk metal', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Porno for Pyros</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58etTNn7xmsQZhjnfjpAXL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120607</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35e2248ac85f51eb39548d008e466ccc09c39b5b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7399">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22799e5658a8a703a5300d27a1554918c58582c6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kKaAWGdu6WW0W415RWaQA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">380280</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">South Park Mexican</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'dirty south rap', 'gangster rap', 'latin hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6641">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">370221</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Mineo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6be0053c98ea8a0c0e302401f16d9f8ba008e746</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TMrnxBwZfmfRxsGzkNIHw</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9882">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'epicore', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23ukNzhMiRiYgORi3n3RJq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trevor Rabin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18712</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e5481fc858e1221eec4b0969f9edacb513ad57f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2434">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yaixhgm3yXxjhJAH8SZy3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie Jackson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c343dee11668ef91feea2866500b03cd8ca001d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'motown', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285316</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5810">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lost Generation</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B0iq5D0iKmZgcM7gPCnCH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4958</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a7071ef67bd463872eecb307a7215e74e4ba367</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8719">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RZtJt5A0kG2tyPCcOWlLh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prima J</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58054</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c47a3a21993803913dc49588d6a8e7c18363da2c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2753">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3b80d0493e0b44c1879fefff018b0a224d62468</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0W498bDDNlJIrYMKXdpLHA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roberta Flack</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432088</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic soul', 'disco', 'funk', 'mellow gold', 'motown', 'quiet storm', 'singer-songwriter', 'soft rock', 'soul', 'vocal jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7713">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">of Montreal</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'anti-folk', 'art pop', 'athens indie', 'baroque pop', 'chamber pop', 'dance-punk', 'e6fi', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97a9515a0c78b16c75bd62e4028cc6400811fb82</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xeBMeW0YzWIXSVzAxhM8O</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191876</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2583">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c807726ad3dcf72d5512a6a3c92c848c90f6276e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zVWTuVkiqJZnJv1sYcE8D</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Device</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">944</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/61">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bmore', 'edm', 'moombahton', 'ninja', 'pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2035382</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cd9e7bb3695a0989bfc3bad7cc6fb9a533a19cc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bmore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fMUXHkw8R8eOP2RNVYEZX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diplo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2658">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M1FpEWs2PeYfJe7xxJfhH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie Mercury</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f142dc6b808dd81c6b506a51d337801d650b77d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2383033</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5758">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e8f3a7bfd64de184599e884912184c5d19781a3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SAXDxx8QdYRBMSpm25nRT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1907</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Travers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6652">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60658</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Brown &amp; group therAPy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sgW8IRub0jAU29ecct87w</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/374d0d747b5baf6f8cc2d755769f47ddf9d15a3f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/899">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7565e06ba135ef34dcc043647f8136d5d883c2a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalia Jiménez</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336525</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0j8QSBQZ9MNSGjHr1Vll1R</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'spanish pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10239">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6022</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dee003e8f058eb0117cdd6f476d3c0d03f90d7c5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'smooth jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Klemmer</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HkwRgGXuqTufwpEh2dwGK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/595">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A-Trak</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TaUSUXn41GixL7zbvrIDt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4f74cb677d168c8f06806ad9f59ac95e94a6845</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian electronic', 'edm', 'electro house', 'electronic trap', 'turntablism']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian electronic</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99601</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/896">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1g1yxsNVPhMUl9GrMjEb2o</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">697502</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a889bfd56066100596b2f3a42956d8c4dea475c3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop', 'pop punk', 'pop rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plain White T's</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2509">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lxX1ivRYp26soIavdG9bX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/387ef350db933ccaf6fd0b5bfd2837841bc6b835</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Yardbirds</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">440042</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'british invasion', 'classic rock', 'electric blues', 'folk rock', 'hard rock', 'merseybeat', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7739">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horrorcore', 'rap rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a49215badfde4deba60bd8527065a2af07192da</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61297</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NSyPddPUVUfPVMiBn9UAg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prozak</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horrorcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2378">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/626992274594dcc78b99b1af97357963b3e43ee2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43194</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1927</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uZbOLlVQNbLVvKdGRk4VZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4766">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uvAL6wcnKz1IFYZzFkIQ1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f14126b6d14f2883c2356584bc88c58fb75ada3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crush</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7731">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BwiodzEp9Hwes5HeFjMVK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f30e7b0fda203a9bb351c0e07ed543df5efd0f8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">719794</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pesado</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6910">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'melodic metalcore', 'metalcore', 'post-screamo', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f827ed4cde0937862a26d1d9ecd55c1e4bf10ab8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103064</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QHJftSfNb6KIerLVsx7zn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Color Morale</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3298">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MponVSpW81oLvJZ53vYZH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c35aa5919baa5acc3700d65087963e5c5c784b8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160597</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Marvelettes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'classic soul', 'motown', 'quiet storm', 'rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8572">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheek Louch</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92012</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20368354dcbc8969aafddd7235f8fd1049a36739</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14ejEUaU0wE2iAenbbv9b8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6352">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/218044b2771d006f0a5ec9d0d25bc37631767a9c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fit For A King</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OgdRTPItr9dw4XYp4JJUx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141158</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6785">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jk39CGeaaSO3FPKNx1RUx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">255522</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'escape room', 'indie r&amp;b', 'lgbtq+ hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c57c71859104f504904a961a4fd318955161a6d4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syd</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1106">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chad Kroeger</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fJYw1vK9yWb8o51I8qHin</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b46c8a6a450e77190ff3931c0557070526b0a7e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-grunge']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23782</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7415">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">808388</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7x5rK9BClDQ8wmCkYAGsQp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paolo Nutini</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e1d6d8856af16a2be2814b98831f4014c41eeef</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'folk-pop', 'neo mellow', 'neo soul', 'scottish singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6181">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eKMkGVTuUvP80KG6Aq1gO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Cross</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8529">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c217e635a3799091dc220c0453e87f20edc7d793</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin MacLoed</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QtYdJyvT3AaQx6SvSkRpV</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5539">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5laSKCmynPENnJNDw2sJGX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nick Gilder Sweeney Todd Group</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/915fef4ad330481d542407e731468914ced85069</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8354">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Hermann</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ewAOD5G6KVdRmbjclkaxB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/805abb54509d30e2849c6c4984e5d606a476b10c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10534">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Plus Grandes Stars</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51157fdf3e1e973e547f7f1b0665d1deee9568d7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MnhEF2YOuslNz4XK4Woj9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4185">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darlene Love</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25672</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7d6a7209389a3985020c999b5584bf020772b24</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391oLRVmoTkumiN79HkTWu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6453">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88925</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37BiX28I6pF104F92U1hDP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country pop', 'modern country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/639176ae979be156165a58f6f7bb76b2aacffd9c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashley Monroe</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6748">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tennis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'chillwave', 'denver indie', 'electropop', 'folk-pop', 'freak folk', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'modern rock', 'nu gaze', 'shimmer pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150491</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ybAN3utgdoUL1MUCtH4QM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dedd6396c32c6589dfdeeacaf3b159c1dcff302c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8439">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'noise pop', 'oakland indie', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JSc53B5cQ31m0xTB7JFpG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d537bf43e230ad3471fd3ccbd9f841ec7688228e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rogue Wave</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78489</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3964">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Arbors</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63Dt0x6oCx3qBDz6G6A5uv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab94e836629e0a0a396456412bb54bb048fa60b6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">341</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4614">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Yeun</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FEjJNQ7lc82SqjLbfChnG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2433">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Transvision Vamp</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'new wave pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oIgcNOdEHNwP8NFl9tYWs</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26246</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d8a0ad3a7c45a453523aa6d27c9590be4f35787</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/964">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483220</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kellie Pickler</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83cdca46da848b674babcc05a0f0e1827a45796a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">021hNAnkFIbyFyL97br6NB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10431">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Theodore Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb13960d20d248af7a58464d0ab2716e2e42ef0d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qYoCN6dB4KAzDzAZcRD0Y</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5177">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79fad2b2a30f696dbe5aeb57b6838f418adf07d7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5124</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maurice White</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6T46cZo3M8wXq5eOoXbZBx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5913">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3082</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patti Drew</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e40875f83767c45f94befc18eeec6c56cdbb0c3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CADfReW3qshQNGQ4yPf6c</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11442">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qNItoWliLLbUo4GpAbeWu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Cast</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/411">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0u2FHSq3ln94y5Q57xazwf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian country', 'contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Urban</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3269959</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c3954e6c88355a8cd5b41e1131765aa1b7afbce</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6289">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Tweedy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'anti-folk', 'chamber pop', 'folk', 'folk-pop', 'freak folk', 'indie folk', 'indie rock', 'lo-fi', 'new americana', 'roots rock', 'singer-songwriter', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41575</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5648768b0f79f7632930eef8e6762ed380654af</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rDxtYUzTAYJJE3Bl3Z5IN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11134">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aUfn3B8x4PF67MaJVAQny</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99d213dcc052bad4eb5ab24f199514c5c9380070</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1680</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chords Of Chaos</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6102">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pTHurRj5AlQGnHRHTGVOs</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19595512a393edd857f16a4ef13805d469d26b21</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Davis</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6590">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qpy5KY3DVrezixTl6mziA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian punk', 'melodic hardcore', 'orgcore', 'punk', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c8c69b2fb23e49d5d3ad454a5d2ad8a4b75560e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Propagandhi</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97802</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/857">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8b1e43ef2fa7c1f3d6d939dc804ea142a30551e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Turner</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7343</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79DOwuMzV2h4es3em0t002</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5803">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Assembled Multitude</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a331eed3f5343e4206c950f38a57362a3dc3d4e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Iu81d083UWM0dQoWShgjd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9754">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DpSoH5zCXNRqYai7pmcGG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'instrumental rock', 'metal', 'metal guitar', 'neo classical metal', 'power metal', 'progressive metal', 'rock', 'shred', 'speed metal', 'swedish hard rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2032087e91a591e48a7f3888b94a3c4b7c36cea3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208236</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yngwie Malmsteen</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6593">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1065563</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cCUtGK9sDU2EoElnk0GNB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The National</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21b165584e04249611a0f8091f2dfcebdbf3d958</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3469">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0g3EsNvUCwgpsdkAiIC50W</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17767</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bettye Swann</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89075f762c28dc8179c71217b1b989ef2cb7914c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7503">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trumpet</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0bf1081a319f79ad2afa799f6dcd93022b0821d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ThkLup6LmqCUuHuG434zZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20023</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Braun</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trumpet', 'smooth jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1494">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'old school dancehall', 'soca']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5f77a6b8f569150630d69559bf94016f4210434</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tanto Metro &amp; Devonte</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mVpYIVAOE8sEdYuL8HDpd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25209</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7583">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">255112</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a5b3d79e60dfd8c024be2cae7fe7a9d78ed01b2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drake Bell</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03ilIKH0i08IxmjKcn63ne</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/367">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z7b1Pr1rSlvWRzsW3HOrS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dddc432553de17747dc53aedd83ecccf01c14a71</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hawaiian hip hop', 'pop', 'rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hawaiian hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russ</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2591590</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7122">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1893</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sVHOSg2D2BPQZQJuidfTJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Fortune</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a898be74efcd0f7c554238bf365d42ed3cd03a0d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4242">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6deca55902bdf126be7d6561d7ba6b76192fc20</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">811713</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nDsS0l5ZAzMedVRKPP8F1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'talent show', 'tropical house', 'uk pop', 'viral pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ella Henderson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1548">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">299</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ot6fEzKvRrCnWy5BWlnxU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vita</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c656e08349af69b5ce3b7fd21be9edae702a7e64</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10070">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6724</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0abFhp8sBMhKTXGR435YRI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bace0face3827fbaf32d7c590c0307502fbfaa5b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stan Ridgway</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/547">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AlunaGeorge</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cb91f6664f67d9bce335abd4bbf4a73a7ed9af3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'house', 'indietronica', 'pop', 'tropical house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">362142</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VAnyOxzJuSAj7XIuEOT38</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1356">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44e1b32aa085bd943fabd36678804d3fd3b8fb67</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mFX1QlezK1lNPKQJkhwWb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Edition</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">731125</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'funk', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11323">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'philly soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80fa26e384839610d4d47dfd5c84f81924a8f75d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5955</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i5HiI2EUTBneFAJfl7ft9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harold Melvin</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5617">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b949006a29b8f97d67b9fee637096eed2af49b3d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hbzXJ5K6AqdPnbUcCL1hL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Souther-Hillman-Furay Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2508</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6056">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2aab730a60d8ab361f6daada3c496ceaf53ae8f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Vance</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YG0X6e9kT1sVtKLbLDB6m</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8040">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'emo punk', 'folk punk', 'melodic hardcore', 'orgcore', 'pop punk', 'post-hardcore', 'punk', 'skate punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83e66598b1b8a064d28bdc85afbed4f574496361</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81304</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dmaYARGTCpChLhHBdr3ff</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Water Music</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6564">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f952498ecd9b356d1ee9349a7bedb6a5c75e148a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63077</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09yvLritEUxHrzx5TlFvbl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'new americana', 'roots rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Margo Price</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11187">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bricks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99474486ba7138da828ce74db6c334bef3490eef</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hALQI03Ul63hBropSFt47</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1161">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0k7Xl1pqI3tu8sSEjo5oEg</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382261</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc955f9fcedea4a11e0ae1cb47455ffe87b8f0cf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Wall</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1390">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284186</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sMYEBy0CZFxedcnm9i9hf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2577275ea044fb957a665e0f87dde202cfca5616</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie J</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6353">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aphex Twin</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient', 'electronic', 'intelligent dance music', 'trip hop', 'uk experimental electronic']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5630c4ae80c6d8cb16f021fdf5b4fc28c90420ab</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">486271</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kBDZFXuLrZgHnvmPu9NsG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8133">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3d051dd38d044beb2c1977f0dcf829516dd8bf8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cXi8ALPQCBHZbf0EgP4Ey</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror punk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Misfits</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">566275</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror punk', 'new jersey punk', 'punk', 'rock', 'skate punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1351">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olu Dara</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DQiuEWQzCUET866iZJmQ9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5961</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81fececc5e0b0ad368e19c25a652b85e6531d431</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8508">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TkTPMvpOMOig3kx0pWYTX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b69f7339f5d35d9b12805b98674ff2c6dc911949</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Roberson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9455">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NRm92w0lCbIjzhIQmWGMW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19622</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'korean pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d45381b9ca4969ca752cf0fb234e789ac10a6b6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7207">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hardcore punk', 'post-hardcore', 'swedish hardcore', 'swedish post-hardcore', 'vegan straight edge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sdxGvwxI1TkTA6Pu2jnTb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/858e9d4dea76b4768751e0b3d98022bd846a3213</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113292</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Refused</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4682">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge pop', 'pop rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5597c848cf124693928e05b2c767fe24d5947366</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3246</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Athenaeum</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sGlDQ2sedrgzVGMvnBgOG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4404">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EhgpjUqiIIQhM6ZRF4kXX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Green</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d7320a8fe5d79f39dafca9b02a9602d6eb24a8f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74612</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4850">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sleep']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mGCLimuzOdod4Lnegny4d</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28280</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twinkle Twinkle Little Rock Star</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sleep</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9922232754d2d69c98c6ccf178951387450245a3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4971">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Niki Harris</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0558f9a5251a349c2f757621753006884d1ed5b6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WqCSBgxXEpXSHxUNgXBv2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5926">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PH4wHvxZILAWbURhH2JBh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Jones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">491</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9d224d0e3145da525802319cb4af548052c0a57</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9622">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Levine</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57WO7PozOirEbUlaKuvqtl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f27e8ca2777994b7263c4554136712273a9ca9b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9309">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Union Underground</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'rap rock', 'wrestling']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54akiBa0DkNM3qkhnGRflb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0e9aab972cdb4870c0e6f9a8b8f474f99b3956d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55747</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9542">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d4184525e4efd1dbe1805711f4327e4644d332</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vFD7dGfKT0qcTNmcgdP4x</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Dancing High School</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">593</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5458">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09147ce2a6a3de6ebe094740074b70767c52710a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Martin and The Toot Uncommons</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sY8BdeQ5EIlwWguaSVxyc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5839">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Henderson And The Soul Explosions</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Wv3XjkXdPTv4kzRIenuRr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d248091727422e079e40bcb5d4631dfd4177aa2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9344">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wmwGWrqRizLaSEYrm5dzZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bfa26a2a9d01d0b22c212befb4eb57087aad129</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">650978</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Huracanes del Norte</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10596">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oFSDUi4VgAWAn7t5RNaan</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">piano rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicky Hopkins</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f2cfa5a87256146769b85b3c918b27496aebd9d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1528</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['piano rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6116">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earl Grant</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2051</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0k3XbZNQTR8KVW2yWyJDDx</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d3d959123871fa0de03d59ad50f89e48b674639</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">space age pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['space age pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2577">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/926dd9c682f0dd9fe44928284c1d073203dae126</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77HthcNFa6SbicRaQKdhyy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25933</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gwen Guthrie</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'disco', 'post-disco', 'quiet storm']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3777">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/142be2f40fde22ad2b9043f00c2573c55d9d5000</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Owq2BmQUToWfZ3HNu7gl3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Denny Belline &amp; The Rich Kids</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6827">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NxWorries</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PEMFpe3PTOksdV4ZXUpbE</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29b3af9194f3fb8e45509722b40fe2286030d980</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136027</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4818">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dionne Farris</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HO1DbzU86pWWp1vBN7l6k</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6390a36d490ddb08dcdcb990bf77600c976142b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5422</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5934">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45iwrW9MTdauua4etsP41U</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/591860c036d53cc43e000ca4ad417b875b248ae2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Black's Combo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1436</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/947">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AuZVHIr5WSEBbBLZwWwWc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charice</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2254ad034ff779ce9cb1c22dfc9d1fbdcc670992</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89994</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop', 'viral pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2910">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'old school hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5104</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DF9I8WTbKvhEifX7RwXbO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/690359abb2e84c37cdb61013d4f177ba99f427e0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">West Street Mob</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9931">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336435</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ww5mwS7BWYjoZTUIrMHfC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'big band', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz fusion', 'jazz saxophone', 'soul jazz', 'swing']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Parker</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b24ab765dca8bab4fcd4e129ed98ff58309b2dc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11378">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evolution</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2r5YbIRY0nkTCFuCUHbE5R</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2324ba165939affbd41f956c0b0dbd33780d57f0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3365">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5325</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Kim</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MYBNUKoFf9LAg30ByaBli</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d01118114b0ea3efb84a857b767fd5561e80d11</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/533">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RWMTZ0AXNLBbTT2Evtbdj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1b21d2df688e67e54ae4c3540f54f5d8198f551</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4626</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arrow Benjamin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2350">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poco</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98715</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6747986aaed37e5ba0ebe69d8f4a1efde0892e19</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fyqyjD7pbaVzbu94ylWQR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'mellow gold', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5181">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EErJIzXBBSWY7MkH3OaYY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cc77edc66be7080049f52d85ac0c2c3f7cae746</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">899</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10934">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Vao86iW9xZPQbI4rLgSG3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beatmotors</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67cb4d48512b63bc5a2a03c93b460b5b80491535</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3602">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Raye</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">750</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf69a1788209e08273ae48b7bc61cb241b07edbb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09efpf4ONuA3Ezctd8lXza</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2546">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22486</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sMku8iI6FH3ypZTErz4kv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86b91494ed4e5ff3637128c8e4ff35a6ffdea2de</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'britpop', 'chamber pop', 'dance rock', 'jangle pop', 'melancholia', 'new wave', 'new wave pop', 'uk post-punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julian Cope</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1602">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Savage Garden</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'boy band', 'dance pop', 'europop', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NRFinRTEqUCfaTTZmk8ek</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">548571</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3e1832c83d4dd154552dc708e24d15def248bb7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4034">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wyE7hg8TRoAcqOiwPUvK1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The T-Bones</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d82531dfa80f9aef8af4415f178a0d08adb099fa</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5658">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fZgnosel7PZBzJsYdjTCq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87a5844e318cfd2cfcac148aecd66ac0985951a5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Passionate &amp; Objective Jokerfan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2634</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5315">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SHxKXPGSZnzNlA2337hug</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clay Cooper</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52e73a4c23671f4196bfd39fd0f3422d8e3ba78d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7272">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56922</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iidQFemlPhkoHqFroz2my</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2ee6cbe520d4881965aea67626846c2eb9ce0cf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delta Rae</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4060">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38466</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz guitar', 'soul jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Burrell</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sdyFmN4bVOcuFDpTVsxBB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad7daf534f6b12f3c64732c9538c1d8f4ba48af7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7334">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d83870c86c16e65a762a477d6934574d2ec0d6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">She &amp; Him</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CIRif6ZAedT7kZSPvj2A4</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333124</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'folk-pop', 'indie folk', 'indie pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7175">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10f4c6930b0908084aaef6045f9588a02ca8820f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk', 'folk-pop', 'indie folk', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'stomp and holler', 'texas country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Isbell</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203826</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Q8wgwyVVv0z4UEh1HB0KY</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/738">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01QTIT5P1pFP3QnnFSdsJf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1213719</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3dc24b4e5b47c80ff3614aa20ebc4fcfc39e5b65</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lupe Fiasco</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'conscious hip hop', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2881">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd51f63a2ae7347b6844ab0dafe1502f799a154d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">876</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reunion pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reunion pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZVc8t2irmJwaMSkDXY1Rj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9108">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'louisiana metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36804</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10708a0c6c11d0d54cd4c878e3ecb480c6b68873</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2K5ouPQEC1lbHfUTbbjh0a</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superjoint</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2037">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80693</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5m7wCUhYhBh7A3A3YMxrbt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f0b1267ee4a84e260991c25d136ed4be13a8cbe</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'hip hop', 'hip pop', 'hollywood', 'new jersey rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen Latifah</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11261">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JcroX8wp7jvl67d8Khlgv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tino Reyes Trio</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12ece909140006a52c0f9d778744a42cc9543645</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4239">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['talent show']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Fradiani</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24aea559a371676123740ea4648670c0c7828411</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">talent show</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10406</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YklCNXJmtsiaFPCEjWXut</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8880">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y97mc3bZRFXzT2szRM4L4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'early romantic era', 'polish classical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frédéric Chopin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1662139</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07cf202095ed50c07fbba18245b060bd6e381774</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1214">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d333d13b32a54c3dfdd0404eed2ed5bb435f12f7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nu metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nu metal', 'pop rap', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">378479</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fort Minor</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dWYWUbO68rXJOcyA7SpJk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1393">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'west coast rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Westside Connection</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7f34c1303821f7889443c61f0f31dc23a639de0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540782</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zNM2tRfTX6LI1lN2PlrTt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9833">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KhbcJUHaPopOLQRzC0B5E</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13493</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8df70d18ac8dd83bd3aa514be96c135faf927ad3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love/Hate</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3312">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep northern soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb37574494dff863f7265f07909f42e6d4e409be</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep northern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ia1uaPzflK6WZ218h8V41</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Moore</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/872">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yt2wdqvcHygghx9iNUb6i</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">659</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Frank E</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2504">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'cosmic american', 'folk rock', 'jam band', 'psychedelic rock', 'rock', 'roots rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grateful Dead</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">782188</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TMHGUX5WI7OOm53PqSDAT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bba340d0c2aa4c9cbcbab0a4c3259d8f8e27f0d7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7778">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1L3hqVCHSL1Ajy3m0z1bAT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'boston hardcore', 'chaotic hardcore', 'emo', 'melodic hardcore', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Defeater</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbfff97d1fd9627a844dd41cbb988c8513d1ad3f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78877</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10745">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kxP07DLgs4xlWz8YHlvfh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c51f9b6a27c5aaeeea5292512b29c228dfd32159</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184742</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NIKI</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2013">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D-Shott</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09MQBKHQESWzA2FuEUD3WL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9781">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electro house', 'pop', 'pop edm', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daaedd8493c32bfa51ee23337109f8735db7097c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YXycRbyyAE0wozTk7QMEq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matoma</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">500305</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9667">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33ccf18f939ac483e758db203c886e052006a746</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31848</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OraDGrDGEuqJ2d7250K1i</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doug Supernaw</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10576">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'glam rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94802a9c3a986cccad1a9e19a5cd76e81027b570</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8919</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Wood</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52qIEkVQA2MzMZKtIEuWAf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7042">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63bCkf4n15jiKjHhLV7kSZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317830</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/530812da122344086eacc9f396c9bee21f7fef54</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Niykee Heaton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1321">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caesars</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swedish alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/664b64455e32f061ba134defca4b92830e4b2df9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45826</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swedish alternative rock', 'swedish indie rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rGrN4XDYhP6dUAZMvcuHr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10308">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Howe</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5340a67beb21ed164c81ed1c07f285634fc2b93d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30378</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6W7XIO8Ua1RIisnSf0QIoI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10088">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PALE COCOON</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e031f8e1a71a69e7f2275ef1ebfc0af0681ea7d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06fevXb2Ul1OV34aYfnSfV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6695">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40e9501a1ad0bfccf33283ffece9fcf2360dc464</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hOGhpa8RMSuDOWntGIAJt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245483</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie poptimism', 'modern rock', 'pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A R I Z O N A</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3035">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36dccc4ec3002689941c020919122a0076d6f6de</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashford &amp; Simpson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EURsXo9qlt1aMWlviGCRi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198526</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9104">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69BX3Y0Y9rzA039eZX2hdx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Control</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a20f780059c1caf7c314543eb739aaf769d8212a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23803</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10744">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda Crow</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classify']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classify</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8734f2153c623c8290f9881a58c2fd31a0626f91</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1078</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nERGXF0DkbBgi9EQC8uU0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2982">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201302</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Average White Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tx8fyu3c4OBP5nejYtUOb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd616d4403ed8a0d107b692a3e44c367bbaabe66</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/36">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64fbb4886bfb9b34c5319f59d1b599a7bfedcd22</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CyeXFnOrfC1N6z4naIpgo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ronettes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'motown', 'rock-and-roll']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113501</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swae Lee</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a177469870b41f7e17e3b5f2156c1ab7a7e92df8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zNqQNIdeOUZHb8zbZRFMX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483032</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4858">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">227277</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iCwCMnqsNZ6atvRiADgtn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d43df9a493a28ae01726b6ef33e91aad52bceb4e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RZA</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1806">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aVoqlJOYx31lH1gibGDt3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Babyface</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8eeb70d0cfa82777a2dd7a66814e5309de4b318a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">567042</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4979">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'italo house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jinny</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1191</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9226427f967318cc24cd646810cd3c7b7850981c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zbWfoRgxEJj2c2MyLjDkK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6713">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6de8cac7577646463b18f2df218348679ee8265</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Black Angels</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VNWuGf8SMVU2AerpdhMbP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157256</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'garage rock', 'modern blues rock', 'modern rock', 'neo-psychedelic', 'nu gaze', 'punk blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8134">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19219</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CptjEjYax5Dj92JxX7sav</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6735a83d669a77db2f5a4041d231884d7646ff0e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Static</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'rap rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/304">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30c119be53aa255c989d85015648b99a7989852b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2803823</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6roFdX1y5BYSbp60OTJWMd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim McGraw</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2287">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">263176</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al B. Sure!</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d882ad6c6ed1dd29f8b05fda01d2b4f39ecc01c3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fvz0vd4P0LNMkAysF1ivk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7815">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6693</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie Maines</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wYbBxRMYtoM7L8zNSXv0J</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/473cb0bf72567964705706991db3c6799eed5d7b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5323">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359479</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2404fa1941420dc5c742d6328c44d9a6d9589c6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quinn XCII</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ApUX1o6oSz321MMECyIYd</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie pop rap', 'pop', 'pop rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3436">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a61f038f38dc06c8803380128f5da646cb79831</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Hutch</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35887</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5w834ZosnqiBBV8xXCi3oD</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/152">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xr2G8Hlx4QWmT9HaUbmoO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Stoner Life Records</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99404833351cba4c0e0b2b9add62193ccfd89bb7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2975</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8369">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LO0LpOt7TkVvxKvDA8nqL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monia Liter Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/967">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67pQ8Yr09zDDzzwWw3EG9R</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01512746a4ec7f469b9f1bfede0d31608f344896</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'singer-songwriter']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha Wainwright</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42094</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9920">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3npO4krkcb8NTPSDGeDPxz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54132ae7f9cf903bcf17117737b3228f9caa0d2f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Robinson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/577">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350442</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e35d16a145cc252dfac50c80c0823581f45b9fb3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4frXpPxQQZwbCu3eTGnZEw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thundercat</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11282">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LS Thrillz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oCHNPtanbqkuyre5VESAF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b706d41b74c9efbb14a761948f8307bd793a822b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1247</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1439">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Uo6kyjrbQoZBlcXsMb8Vm</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111573</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Field Mob</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc5491ff832e63f08f9b51d580fb5821670e4fd0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'hip pop', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11334">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4R9cqejnp36hZoeV8ckm2Z</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/428eb0ca37dee02f17d9b363d97c6a916cba259e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Post Child</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/232">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SZA</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1e46c441024525643a19402b3a12188de219420</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tYKF4w9nC0nq9CsPZTHyP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2758181</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3116">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8fdb3029c8c0bfdcc4299a5712dca1e32943a600</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21LGsW7bziR4Ledx7WZ1Wf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge', 'mellow gold', 'vocal jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Mathis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166589</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3200">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ritchie Family</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13456</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'philly soul', 'post-disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FxBwdg0z5WkLdlAbe7GHq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/936750c2444c07ffb3d344c20b6f4dfe6211fcdd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8111">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christian Pagán</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xdAxBwqgTeQmJs5CZwC4Z</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e205198af1108b78d36275a95b7132a69a054d99</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2405</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2820">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/623dfc874e32ea5ebb87d610a9e070d6a54b8fb5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4m5AiTlgcHYAeFnLWEIZeG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1388</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LeRoux</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9416">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Biohazard</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81768</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13db306c44d44c9d3c190b61cc4c981a1ee572a7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nhxXtHwC2TookQyqQlFK1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'crossover thrash', 'funk metal', 'groove metal', 'hardcore', 'nu metal', 'nyhc', 'rap metal', 'rap rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2180">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a53049cd34be8e33071411433310a2a54938ce02</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clubland</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6134</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1992WoVCYrCH6PWRVszSlh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6218">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283315</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'jazz guitar', 'mpb', 'samba']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">João Gilberto</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77ZUbcdoU5KCPHNUl8bgQy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf0a588ad9e2412a23fc28410f0f51e288b6e32f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10786">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spiral Starecase</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d55f3a94e30c8451ebc96388991c3c9f3fbdf1c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3552</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yICbxtb8buBAJECvQbRPb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5117">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47qTcvYlqJGAEsCI7BcENC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d93dffc1ac7718df2f77af496590bde308126d59</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T'Pau</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76319</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10488">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Insula Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['historically informed performance']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53SDbCQ26ICWOcZljJPfuh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/beeaddd10c0cd1656e9506d46bf99ed58821e7d1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">historically informed performance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10502">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RFrsBREf9hotr9zNeIoPD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Courtney</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d261b1d35e30b3256f38da1aecbd169fa1b338e8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4268">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10XUlQtxGQTJAPJlRN5aF0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/faa77e72a721079fec9d742a79c867a6c443f517</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Planet</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11403">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tc9NREea7ncB7JzqdBsj5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sister Bliss</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00b4caa6e30d03f02fbb594cf9a1619be4f43e57</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2937</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3592">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aaad1c5f327ef3db4796ec61d024a7075fa31bab</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9838</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruby Velle &amp; The Soulphonics</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hA2fNOsOjec1PiwPcrQ3k</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9039">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slum Village</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'detroit hip hop', 'hip hop', 'neo soul', 'southern hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1020a42xVklY6c56imNcaa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145987</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3cc3500cd5100e7be65aef08413f4c804b218db</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/56">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">718COspgdWOnwOFpJHRZHS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luke Combs</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1589796</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a45a9d36520a2bbb0d95d99c678993a0644d0a5d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10741">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Purlie</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47e176eeb612c5decba884e5e14708a5953f9af4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MvALt8iV68Bc0nkhPZrW2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/524">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pBNfggcZZDCmb0p92OnGn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chase Rice</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/993975176566dfc949ccb68d10d34ab21b90d611</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">626560</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/801">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TnJ7VOpGzjtKUn0ObpEYe</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neon Hitch</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8142689af93d01ad1ff00f21d09e273433857221</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103363</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10416">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qYfqdVwX0fil71onLpLkh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173018</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thee Oh Sees</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5aa0ad0d4610d25d0fd715341de4dadbfec14265</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'bay area indie', 'blues-rock', 'dance-punk', 'experimental rock', 'freak folk', 'garage pop', 'garage psych', 'garage rock', 'indie garage rock', 'indie rock', 'modern rock', 'neo-psychedelic', 'noise pop', 'noise rock', 'nu gaze', 'preverb', 'psychedelic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10385">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7605</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GaQjt3WJqroNLGfUsuMpk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'jazz funk', 'jazz fusion']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flora Purim</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bada65a16a9fa1c1dc8e18681242e6577e0b207b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7018">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sJ9LR0mCMgFlzJ6Y9xP64</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71619</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Harper And The Innocent Criminals</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e3814bffdb21df61fc2e17d16bdce7816560c72</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10810">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/767e3ef1e5c940864de1255120a1fd507efe2b61</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">726</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vlen6lzkmCst6naOmK3Et</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elephants Memory</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10179">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ztF5PyR299cW3M4zGivvC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Barber Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['theme']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">theme</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1452201542d4d4c39f34adac166e4ec891038b66</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/481">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['champeta', 'colombian pop', 'latin', 'latin pop', 'tropical', 'vallenato']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vhNDa5ycK0ST968ek7kRr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3220490</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">champeta</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8f49235f332121795229bc730402003038a0134</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carlos Vives</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2578">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AM4ilv6UzW0uMRuqKtDgN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/684172db801f534639d3f047dc8095da623892e3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2057553</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ZZ Top</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2145">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Mix-A-Lot</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238563</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'hip house', 'old school hip hop', 'rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07b5316f828fe20d0efe0029797157f394ae7640</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TQ9JTBI2n2hfo7aRONEYV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4794">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">523EnSKThg23jXgQpgQ7D2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mona Lisa</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3411</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed3e6e4d22f29c06c4a023516e8f15b6832635e7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9791">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston hip hop', 'deep east coast hip hop', 'east coast hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ed O.G. &amp; Da Bulldogs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fpJV9CO0wYOX3KYEXSSso</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2557</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b90b02cbde4f15418b8bc09ecd152e28ff79a703</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11011">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6170</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wbY7yXS4tIoKE5iXoOV8z</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae3270b49c4b5de0d668ade88deec3da1c326d8d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D'african</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11308">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12eoM9FuPYxDxuNQvtdWM3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brazilian Tropical Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1978</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0867c8981dbe706e8cf34dca15d447a5a702c07d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1232">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bfa11a0c673f49eb96353f521717896e346dad9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scar</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2skahWK8IOGB6oBCbR2e7D</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4259">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83784</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rico Love</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GEcMpeGIad5O23WxDRFMn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be9676e559e4d0542ab55c0c84f49995a68446a4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4252">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7E03HXnm4pbRfW6O1tVFIL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chart Stormers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b8b6bf0898d8a0fc7691770ccc9cd3fa5e8bc78</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10318">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25309</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Numan / Tubeway Army</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c5a86788adce974263fb03b248add898de10e93</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yNCQkdoCZc8CAip7SR0C9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1810">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'girl group', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">572659</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72fc22ee4af38947cb314d3b7e0c1a6be10fc504</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">En Vogue</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fikk4h5qbEebqK2Fc6e48</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4953">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3285</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luke</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SLtdFap7Mjk5jYavPFPQB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fde1277ae75b28e92717c855de6e541dc126ff8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5154">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15654</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HosDiKX3VWIIjtSkP8cfC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72b51de25a6a26b156a47966d7d01df394a55e3a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'pub rock', 'roots rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Southside Johnny And The Asbury Jukes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9361">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathie Lee Gifford</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UxU5K1JLQc0M0l3QaiuGf</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">530</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2d8ceae45312cf9ea3cf743895f17d8cc9a4e3a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9498">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6edzoyx2aOvZpdFeCCWU1t</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3876</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rampage</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86f806fdce8dabc6efb7bf73ee901d8a82a0b0ae</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7982">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c50bb28e57a50ca7ba06b7c6a0c4894ebad26d2c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74129</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sVu3ObJTpiln7yRQkMuje</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bucky Covington</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9078">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2429</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ncredible Gang</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03pGcGiCNzt8NNcmxrIYSG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f23b27a5e006e770ba51970020e255ee2b8cb7c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3659">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95cd9f59e0fd7e64df60d5c1676dc9f6c183e912</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Last Humans On Earth</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5844HsEI8mfyICEfkD8aaF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2544">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21317</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6W9OZQ862LR0HM76QQJJY3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cab1c4ebe9f59bb69610ad547af507dc54f6a93</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starpoint</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'post-disco', 'quiet storm']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9736">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kZgzUZbpe4CmnehxflUNE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arc Angels</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/724ae4ea16e95bb2dda8a0bdf44ecc7b64e0bc23</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'texas blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8450</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3090">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2439</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QWuYtzBkQ2Re44gRxaB2e</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d95cd1630b207d11749082f1e7e4c5b698865a1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7360">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stoney LaRue</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0T7J61YgErxSH8yuyggHJO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9296f02aa516a0ed1fd27f50a085020f7430461a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94667</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5752">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/317b5a7c75f2fec74780c70ae88a377900188103</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1897</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GsHmeRHPtDV3YLC484SQJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ted Neeley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3639">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vLlQYujOujIrm7zAKzEdG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donovan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313150</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf943d479f305acd31a977ccc8c17643ea51c3cb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brill building pop', 'british folk', 'british invasion', 'bubblegum pop', 'classic rock', 'classic uk pop', 'folk', 'folk rock', 'glam rock', 'mellow gold', 'protopunk', 'psychedelic folk', 'psychedelic rock', 'rock', 'roots rock', 'scottish singer-songwriter', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8933">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep contemporary country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5993</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb51e445831047404bfcea22dbd46b3ce9fec96c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jRB26bKqu2xeqibQEnLfP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shannon Brown</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3496">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Wallace</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71fb5fe555888fda253ed83208d7d5fac0d0a123</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">967</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dE4AKlTQ3EW6yU6F9LuQT</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10305">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8705f5594d3b810574aa39c6528f76e03c835d6f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0phbPFDobQNvbj8hKlpYUt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rod Stewart Tribute</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9630">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ros83hWMCi68biw25Xyxg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slash's Snakepit</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146741</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01fee117889ff739294dd5ca9fa3557847be9e32</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4136">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cliff Richard &amp; The Shadows</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IdvJZeciaa37wYr2qBpjm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/994ab77bdc5f096b6aa93dcb44abb4180f0cef15</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41356</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11368">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J8RofhwDceFFCpAb8yTyN</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sadiyyah</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8562">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Clarks</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lAPrQNoGqedH9JVzOi5y0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa686b44e281cccf3cdc8b30e25a3dc36c606398</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8281</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pittsburgh rock', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pittsburgh rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3016">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7o55DoHoctCuBWn1iKvB08</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/109701085890df443cfee8fabb0a6e3cfefae7f1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Pinera</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1829">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2327137</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12e047ce48a870fad5852b82c81305d08be24513</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Journey</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rvjqX7ttXeg3mTy8Xscbt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5813">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">827</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pickettywitch</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AgzNSz74RNIGgEIz7W64L</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba220338f8b496b5bceaf5e5bfcd5cf7eb6fddbe</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3088">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9245</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UY4oIFpjCKe5qIhKDcloe</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alicia Bridges</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67269a4a75807f0da6308630ec4c9b40e181191d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6215">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">617</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f22c987a01351067ed539866862ae68bfb863eed</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nbDZNjCtMg0BSSz9X1KaO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rene &amp; Rene</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5344">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['audiophile vocal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7e77d80c9e97326ec8b7e706354bf3644d59111</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3672</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">audiophile vocal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Livingston Taylor</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dMPVdTlcLlRcWtsrEXwAO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/760">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tank</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">402</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cc3b8041df01b4bb15a513574e6716dc519fd9a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3T3McKIMvtAX5KdEAHl9a0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/69">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/416289b17b068740c058d053a4f8c3db0d9e9717</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120039</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pardison Fontaine</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Gkyjs2OYQpJdOvvmwIz2Z</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5485">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Symphony Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175121</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a42ecf4bccf7bcc14f484fc3254427d2225b350</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical performance', 'orchestra']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yxyJsFanEAuwSM5kOuZKc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7984">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro swing', 'nu jazz', 'swing', 'traditional swing']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72587</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Bad Voodoo Daddy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ROyXB8NDG0fA78S46JdTB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro swing</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd226234366fc20b0e44db234dbb623e41609d9f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10460">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60b325d3d03fb8e3357d1244b33f1076e019d39d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aztec Two-Step</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uoxQP8sVVpwH4BmHkobiH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1513</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2609">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/316d41293a1bb4b3a91f3630a8789b183ea551c4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17213</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dream Academy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JVoO5bwfU8GNuAZLpBoHe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9280">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73f629aa1578e7323b641245475a5689bd106e06</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KFSIyUS34wLYZ5MdU27Cc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slimm Calhoun</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10291</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8435">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Hartley</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BND4VwfSnhEu1op480sCf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6dd8a818e551f463b78570944c51ce2817450a9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8549">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian post-hardcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225856</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/902abeaa78bb5be8ca4caf3aa4db8a8203870133</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian post-hardcore', 'canadian rock', 'melodic metalcore', 'metalcore', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexisonfire</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53RsXctnNmj9oKXvcbvzI2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2214">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0z7tUGeMYFFjeDNZOsGrvP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca40358718d8f5cae7f8996e778bf90b6a408492</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ex-Girlfriend</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5548">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fool's Gold</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90d30f30d0c4e696d86ac97768a997ec1b60315d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sfvexGamX9bjte7lnpty9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8393">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">INDIA</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NIZFmehJM8YiGpCdihlck</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'salsa', 'tropical']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d70bd36be8e8f62242088b00e91cc32139c8f67</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319372</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3597">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EpHh7UzaxKzcYps38j92E</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Buoys</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">631</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c8fbf70fa9da9eb92f880601d476cc52f6e5c3e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4999">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dandelion hands</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lo-fi beats']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51678</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mOWFF6HJ6krnIpW0CHLQm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a5de42c1ee6c35055d6ac3046fd85f4fb560e2f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lo-fi beats</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6516">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zfT626RwO6zN3RDYeRit5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Label Society</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'alternative metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'rock', 'speed metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">731813</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e0c8b2acbca3483ed05c33685aaed5d470e4601</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10443">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2905</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e6b0766f63a8bcc271ac4c4cd932203750f9dcf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frost</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cr1vZsdjcY434Aqc3fDBt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11043">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Cata</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/181910ffa4dcb8777d239667f2059c0c95e03b27</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52aHqEQZ802daFzuMHfcES</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5764</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'mambo', 'tropical']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7661">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Reverend Horton Heat</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'psychobilly', 'rockabilly', 'surf music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8424e844dedfa76de60611a64a70a526633cb1ae</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4byZW0sEv5RUoyQBfv7CPw</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68100</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3446">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">657</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Pratt</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52eo86qhuWj4zGGmof8smO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7a70ef5e16323acf853fd3b051c87d351bc2bf1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5001866</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">florida rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kodak Black</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['florida rap', 'hip hop', 'miami hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e3b329829c210144d51035a91b92ce3f55d79fb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46SHBwWsqBkxI7EeeBEQG7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/482">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14c6e2ef35275e1789dc35bbd6f016c1b41e9af3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zatb2YN4erBOoSivOXc0o</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'viral trap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.T. Genasis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">659525</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1726">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'modern rock', 'neo mellow', 'permanent wave', 'pop rock', 'rock', 'shoegaze']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1155727</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94390c15f4b8ba12d111a0b166a5b2af4dd1d694</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Verve</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cGwlqi3k18jFpUyTrsR84</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2964">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88089293390d3b111b31f679cc48e1b0e5915cc2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57BUG40Gg14VfiPiK9KedB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ali Thomson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7016">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boosie BadAzz &amp; C-Murder</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3eb071436def18b145ddaea6d3ccae775015a9df</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fGRdmj75aZm39d8OJSLUb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10461">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aee10cca0af2e5d9049e0f91db9437f35f44cc0b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">681</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Cobham &amp; George Duke Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SD9F59S95sQEldifQBOXV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1969">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aimee Mann</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f01d75970ed8e895c0fc26dc1ab42a569567ba6f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'new wave pop', 'permanent wave', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125782</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UpIbyXfGzmHG6TMH4dJEk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6065">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cuPNQHMMKo7IIh2n08FWf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shindogs</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4792">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OOhKEKPDRy8UrlykRWG2i</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordan Hill</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1748</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1727bdd2c216fb8bbcdf172809829effbe9069db</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8310">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79a65b6d2f03098df7f7a39ea481a93033c71e5a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ir0wjCeuhkHUyPAfNJi2X</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Salvatori</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14708</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'video game music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8964">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yoRfv35AgASlT02Hs7qD3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2ee8cc051688591fb171e2353482495859e1bc7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erika Jo</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7825">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark wave</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92456</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/822ffe8acabc54c538b7377e0345a39211aecc3c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skinny Puppy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Mu0EMEsUIVE132pNMywns</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark wave', 'ebm', 'electro-industrial', 'experimental', 'gothic rock', 'industrial', 'industrial metal', 'industrial rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9893">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10605</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/410306e09c2a9628cf75eced69d82c85fc016984</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tin Machine</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Hdx4fgVxsfEJLFaYCB6ql</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/708">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">463258</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nathan Sykes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Rf4X6m0oayCJhaJ5K63GQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7bce56c56b699d45a89dcba196e7f2946eaaf2a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8394">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2URUumnB8mguimUYWej7Vh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24321</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/579bbe0a7f3bc98c1e96957d3e1a1eaadaad870d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Cross</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6441">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e382cc510f7b24cdc67505ca1fc998b7e5984838</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">austindie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">294936</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fZpYWNWdL5Z3wrDtISFUH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['austindie', 'deep new americana', 'folk-pop', 'indie folk', 'indie pop', 'modern rock', 'new americana', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shakey Graves</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7335">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['antiviral pop', 'comic', 'otacore']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/366f478029726e0b79fd0f564276afa24023ebfb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starbomb</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DLBs2535MM32RYqirYYY4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">antiviral pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183932</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10694">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe5cfbd0fd13b16e26640075197f7e7f713e2f94</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7472</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Musical Cast Recording</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aOFhgNRFbz7CbjK4zLh4R</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/470">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4R529xQ7WQfRpSEXaHFbRg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d4b6df3a717a9955616f13389cb05b7fab5a899</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">InfaRed</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">544</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5112">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d80b20e77223c6bc2cc4c857fa7a541a74cfcb32</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25I2oawxfJ1wESUd7Vbfpb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beau Coup</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7799">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Havok</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jw4wgixxa20jls9N3Bdpq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78264</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53af47039afe177f1d1f8d8637443f703176b238</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'death metal', 'groove metal', 'metal', 'new wave of thrash metal', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1974">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jersey rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shaquille O'Neal</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b439a694c5bcb2b59ee4c84bd28328fc6d2e2d83</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67RWyN1fDOu7WuSTIi5hE7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16052</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jersey rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1879">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce5310deea37c56ffa41b1a59d91bec818cb1ada</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tzxCsdhR0IIUNyzwrag4C</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rappin' 4-Tay</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64537</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11389">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Brown</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b37cf05b552b71814b24919f8391b4fc22b91592</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67OKa82otrQqKDsfTDfSYA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3439">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Rodriguez, Johnny Russell</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccfb1af731ae44c0bea260667aa27465760506c7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QFbv1d0BbQANO95hIQaZl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/839">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taio Cruz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MF9fzBmfXghAz953czmBC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dedc6fcfc7ec914af993c783a60a8f34bdcfaa01</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'pop rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1580770</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6629">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/972957388bb75ddbf853961c8e1525613d34bc47</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90258</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cadillac Three</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nivFfWu6oXBFDNyVfFU5x</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10211">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/812478a7b6b68e4e8a415cb96cd1da731400a7f7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carlos V Spencer</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pk2qiAfzrJ6oxMHdBxhBl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8727">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b943f9568d1cf2c1dc7c7d20c9cd8f832bcb0812</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JqX1glXPg6428ubI1w72i</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87180</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dresden Dolls</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'boston rock', 'dance-punk', 'dark cabaret', 'folk-pop', 'piano rock', 'steampunk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8426">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flatfoot 56</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eQrNqwmiIvFKEMvHRvPLB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative roots rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cafed6251dcfefc6f79df6ccbab1288c979a7059</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22721</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative roots rock', 'celtic punk', 'chicago punk', 'christian punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7062">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian metalcore', 'australian post-hardcore', 'metalcore', 'post-screamo', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hands Like Houses</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c070ba5ab9b08500c05b85674173ae6d7776d2e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188509</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian metalcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0u3d5PM2FuEuG5QuUdt8mT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4258">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'pop', 'post-teen pop', 'r&amp;b']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SoMo</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AtWO8IEnjhRLzaVVQxFUs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/614eee3a3c5d99497edafabb506efbbd7f44a988</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552097</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10182">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OllCB8jre2XE6LnWXQKp4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dab4459277b2ba22a33b0dc222ac7c5a120aaa0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6317">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alkaline Trio</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8efa297dbce44eda24a905308e0f6efb79fd7f32</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228222</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aEYCT7t18aM3VvM6y8oVR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago punk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago punk', 'emo', 'melodic hardcore', 'pop punk', 'punk', 'skate punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9588">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85708b78d2e660105aa9f11ab25ca14277931982</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hYPQPYA6Wu90339kq6046</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">655</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I WAS THE LION</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5604">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82b2ac6318f76a0c8cd720569c3b244ceb4f128b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Weatherly</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KYECjrpbLM1bbgqxYB7ZF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1171">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'lilith', 'piano rock', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">988426</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3z6Gk257P9jNcZbBXJNX5i</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Regina Spektor</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f985fbe1752d8d16d05cae7514ab0f72c3d88da</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9522">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Petra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/060f0927a1f9c73ae7ac122a5a942f2dd5fab4b4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71063</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LmsXfZSt1nutb8OCvt00G</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian metal', 'christian music', 'christian rock', 'deep christian rock', 'rock cristiano', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9827">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee7925eec525c93f7cd2da57e847f992f9458185</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Sensation</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1075</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PN3ekPGmEflFl4srXX9qg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6926">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thank You Scientist</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58510</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db9e9724d07594f65cb368d5d9895101d3c9d2d0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YygB8sfxuIcj2p0G9kpQ5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive jazz fusion</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive jazz fusion', 'progressive post-hardcore']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3244">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'electric blues', 'modern blues', 'southern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ef67d8ca8584e9a2fa8bb80a44439ce86e7c109</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2G1yVp387GlUf9yvLk6V11</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvin Bishop</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42144</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6279">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical tenor</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1155898</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical tenor', 'operatic pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c08166be4b6e8c6acec324162688945ad8ab465</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrea Bocelli</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EA9hVIzKfFiQI0Kikz2wo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7898">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'christian rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5089e4ed0dff5d06716ffc8a9eec7a6d0454509</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27837</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nrzg6bzMCRGsdQ5eD4d19</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love and Death</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9190">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99d7f89fb9d19ee84b0134cc36824f6b13c85a26</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston punk', 'boston rock', 'punk', 'ska', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mighty Mighty Bosstones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177300</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uYXMC13cIUulobh204QuK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7570">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/546f372e1beaa67046545249cbe1f134f69e9f83</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49012</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wGizTRCLYwsLnTuCBbJ6t</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Propaganda</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11115">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3757</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Edwin Hawkins Singers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b053d5bd9fd93f868c02fb99359d4d8833e4b38c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lEzfSVcNRLDUKdI7fBDD3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9250">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Navarro</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8655</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5473002a671061ac1fdd7856402b1a4028c93b5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JTMBiL0Bmrxv41WJ8V8cu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8257">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c1d23141059785c8a863137d176319329dc17ef</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ella Fitzgerald</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1395733</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'jazz blues', 'soul', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5V0MlUE1Bft0mbLlND7FJz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6000">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xiYpqQmXfepAjqaBi04oD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randolph Thompson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50e52075c6c3169f82f31c768f0c4c8a2f3471b9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4545">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1380</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d80ba6cc575c1a826858c2cb12e3a0c1536f5381</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RhzdrHfuZEMnZTNRjbTpz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hitman Sammy Sam</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9391">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern ska punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Save Ferris</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern ska punk', 'ska', 'ska punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70251</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PAi6SNPtaiFqTRiTfecFr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4507bbec0292c87ecae818f255e463e1180f6a77</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8188">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easycore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set Your Goals</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51261</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa327a31814d087662c1dac1106c4eae07eedab1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ivw6FhAZpa7kiAXWztCq5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easycore', 'pop punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7904">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14bcaa9d447f42ad1c4363afc1c57fc8957eec21</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wax</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55297</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36kzCQhGfJzrLuZzrHweNV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6040">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ac50ed05f7a3091e018eb27fd3542bf16b75a66</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zz23WnAkCBMIhBJNGuJjq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hardtimes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8160">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">God Help The Girl</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24219</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zTWoo52TNONUpCUJPi99f</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d725d070979115607a7a2ecb2d876c0deba5e0d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4984">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123231</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06084dd5fd717e63e08e4f760144698505a487f3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Washington</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l0XyfQLHoWFvINcSaSrSx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6883">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie jazz', 'neo r&amp;b', 'neo soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vZ7qmfXiu114lY0qm7rOe</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Glasper Experiment</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82965</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5006aece8d997a185181ff1016a857413101038</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie jazz</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/179">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama rap', 'rap', 'trap music', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1739266</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gGUMEwIX6XodWsYEvKSal</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46924c8d74b2c8837be70dfc67c5146c897e8828</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">YBN Nahmir</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8805">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7opp16lU7VM3l2WBdGMYHP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">656685</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c56b69ff05c85a1142c49f619c1d91cf638f41e5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'latin jazz', 'mambo', 'salsa', 'tropical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Héctor Lavoe</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2273">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VOvPysGbgHhsfKA6NaKnl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Batt</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5415">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1667U2YoucgG5Pdvm2M59c</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'classic rock', 'country rock', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58602</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orleans</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a226950d0b752daeffd28889ae3a30fe958db2a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11060">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b18d9fa1c2350343e9f9b5904ccb019551b5934f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YsrgTpxX1RoZHUtjdUMVo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'old school hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19332</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob Base</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1371">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156443</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/481d5e998402541a8e9e736303215bc87b648e23</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lE6SEy8f84Zhjvp7r8yTD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syleena Johnson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6299">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Brightman</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ead768rc4ShGxnqtqccU5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259737</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4b35bb3e495d55a921ecad9806be358b4cbea01</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8935">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0J7ESdJjIJ5tvkH7r78r6c</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Casey</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efab59a05dd4287d533477712b53b519e82b131f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1268</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10832">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5658BnFZoMz8CtydqPjk8S</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd19bf94672bba70b84b11799295bc1790c735a6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical piano</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1929</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical piano']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Géza Anda</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5844">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FN8edjtVsDXlyAPN7GA4H</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flying Machine</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed80f9f19f8deb18ec8bd30b0dabcbca8a8e670f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6898">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Sons &amp; Daughters</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44LPOpECjnIlnwH91wo2ir</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'christian uplift', 'indiecoustica', 'roots worship', 'world worship', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174735</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e22525d15261705e8e0ba7fcca1c141e4f310cc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3177">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5680</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0P8YAnEwTGZBkm0IudCZxl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starbuck</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock', 'yacht rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b4c4d27405fd3bc68df740230cd3d809a8569b5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5791">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Ed Brown</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XBkny92syvAWxlIX8CZAM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11a8ac74a0c8aff25eca2c2a72c46b8bfc70c54a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9855</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4020">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a5de18e728d18f8c29567f820e3c06d61e35282</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nlQA3jNE8cukTo6CdyCWP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7929</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norma Tanega</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/270">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PXS4YHDkKvl1wkIl4V8DL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jersey rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jersey rap', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3469461</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/345ba48efb55e88a86e7421e992794e551570bdb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fetty Wap</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10051">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2onSkuDhuGUdwQLOYVcEBD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3df4293119e35ee44a20ad9c4259c936dd264fb6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1497</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nails</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7221">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105543</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1N9n8MSxrr4Emhb566493b</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'pop edm', 'progressive electro house', 'progressive house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morgan Page</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88cb3d2bd053b6d7ef9262efff73c2dde4496a41</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2187">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geto Boys</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3f5fB1YUbkUnW7cf7I0R48</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'dirty south rap', 'g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335737</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9165a299c5518f696ae5ba3e9d83d867ea54323b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7274">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6099</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6H2X3nGSnuLh8UeEyair9A</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristian Bush</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3988b50a36dfb88cfd7a062c5f04a3544dce5886</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6679">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927058</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Bd1cgCjtCI32PYvDC3ynO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metropopolis</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metropopolis', 'nottingham indie', 'pop', 'tropical house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Grammar</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/851f37590f89a1d91167a899bd671a1d3b29860e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6086">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Peek</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sApeD3m6bde6Ay7zrQJQ3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72f810db582769351a750b3849a783eb089372af</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8639">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erin McCarley</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24723</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Y4bCmUNPDKqc7dHkVvgim</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a78a4ea2bc3195a82815c3cf7d8c77912c01b5c4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1208">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">551</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marco Marinangeli</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zBZ1VgB4jgPW5KYDJIOL9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1038">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zJoKYyLmhvsq3ORbXE7xF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new orleans rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kidd Kidd</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae51ac9f12f59c7f40d368c5ff778b80e330bed2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new orleans rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11040</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3140">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Coco</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1982</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65kizxg0ldv6bDBKxbm0p9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'post-disco']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c886654a5d1ff845adc8ffe10594392928102157</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5997">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Crooners</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb6707023a571a48c98543a7813ae01576bffe8b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zGE4EXHXiXQtu88tpPZlB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10171">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e9d2389440ffa82006dd193d155e628221a4d60</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Elgart &amp; His Manhattan Swing Orchestra &amp; His Hooked On Swing Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7acKfhepnJ0igVpjtRrl47</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9281">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bRWWTMAx1EHa8QRhdHMcd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8020bcca2e13cdbd2aa2c1855bb9e9e7ca2fddf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.O. Gibson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10496">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop', 'brazilian hip hop', 'trap brasileiro']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78nr1pVnDR7qZH6QbVMYZf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baco Exu do Blues</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416619</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22a01456ea4e700b1484ca5176a654f2c9a9306a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1320">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slim Thug</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0st5vgzw9XkH5ALJiUM1lE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/915440c9beea9eb2624a418349e139751de12edd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433241</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11139">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vnmWPg9yLXtO3u9P8SBmA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Uniques</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a4116440bdb98bee8d6b0ca55848b57d03788cd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2549">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">916766</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/528c24e536180c6e47316a46f6717c1fc94d0677</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a-ha</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jzc5TC5TVFLXQlBNiIUzE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9156">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Movielife</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WuH3nSjp98OqgwnDqYnRK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff6f4cfd00c3644034796a0fc363a49da3dea1e3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17276</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'melodic hardcore', 'pop punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11406">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PJnn4tJWudLd15ps3QbW6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddfa5b34a10cd3d30825b47f8bd3e6a9b5411385</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1923</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chyna Whyte</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7298">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e2a842f248961e94ce1939895a8d45e0bc7422e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25862</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Asleep At The Wheel</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54tWKkrjv4bQgKrQrNlecm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6360">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">651375</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jesus Culture</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Onvkz1Nbs4wHXXUwOIGk8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1aa235fc83964c11c86fc90e799815cd5e55bc0e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5263">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KSCh8KnwNFUJZdy1tKSmG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c40893039b4b46b2fd4bcb933b615985db870856</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Utopia</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1613">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Filter</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e9df1998e2edfdb29f0b9cfb9eef5df6035ba00</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'industrial metal', 'industrial rock', 'modern rock', 'nu metal', 'pop rock', 'post-grunge', 'rap rock', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">227613</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01WjpKiWVNurV5hjIadB8C</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2110">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87115</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaec2a45112ac43cd78e729c57fb3405e382d37c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'folk', 'folk rock', 'lilith', 'mellow gold', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qAmeOULjwn04k6jMMeDyr</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Chapin Carpenter</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8899">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19624</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kill Hannah</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3s6SVwL2W0JLnIlwkjnU55</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic rock', 'electropowerpop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b84363cd03d8d9e5a209b518ae078580ce6df0db</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1406">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian pop', 'canadian rock', 'comic', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barenaked Ladies</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dEvJpkqhrcn64d3oI8v79</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcf997eead1c14e37541e618c57ca7c863714de1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371221</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7133">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Peterson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43910</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85fb323e8fdef892c8d9677852b1050df2c768ad</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'indiecoustica', 'roots worship', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HYNk3B7EsRPIqAOACgjK1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10319">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JgykWJiK9U8B4gfoWdDMb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1453</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Kaiser</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/324f441b1344ea49ca0a3ac20f17a6a6d9b58cb9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5486">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Williams</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soundtrack']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dRfiJ2650SZu6GbydcHNb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bde64350466df4aa41efb9b8b766deef6c46fd08</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soundtrack</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">759780</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9474">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b3ed8ef6fa77e3924f76cbcbe66f7d926f85162</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillhop', 'lo-fi beats']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kupla</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillhop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15072</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7daSp9zXk1dmqNxwKFkL35</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4629">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2891</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DMUoszTJYruOq4wfJPLSB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drama</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9026fd9f047eaea7ff37bc541e36858d576836bc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7737">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sebadoh</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c453e331bf327a2996e8473cc2de4f5377c8ecac</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'anti-folk', 'dream pop', 'experimental rock', 'freak folk', 'gbvfi', 'indie rock', 'lo-fi', 'math rock', 'noise pop', 'noise rock', 'post-hardcore', 'post-punk', 'power pop', 'shoegaze', 'slow core', 'western mass indie']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wrhBKGC3DTNNNDRJPaxW6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57428</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4579">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2416</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nK08sVhhZ5JnkFaRvNrmB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">milwaukee hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/996df6b3820ae64bd65d91b55b4419d0f1439237</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coo Coo Cal</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['milwaukee hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4842">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f206b28b49faedc145f993eec554cb03055f7fd8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Rock &amp; C.L. Smooth</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'jazz rap', 'rap', 'turntablism']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fJ60AcIgLzQkVitEvA7uq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132913</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8014">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YgACLaoEjPl4kVZ5WmBN9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf6652227d94969c4b88bbc7f7573742b7098b12</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34053</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'jig and reel', 'progressive bluegrass']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Douglas</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11117">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4esm0n9pRbF92yRNlY59RG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7403</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc0a520075c758c2b5fd927c5dea9cbb04c70be0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Monitors</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2494">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ioCVuqjcRCoQPhEYY0kmg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha Davis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">474</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/141837484418f5fe6a245eb9a3d599c8556e4a2d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1072">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flobots</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123079</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rHiOzaAbw3cCp8D7yjyig</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8f1a9d2d3a916dab43e7268a0592b206c4446a2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'conscious hip hop', 'pop rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8820">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elliott Smith</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'melancholia', 'modern rock', 'singer-songwriter', 'slow core']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ApaG60P4r0yhBoDCGD8YG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">457059</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/146f91058135d0253baa52761a5a2f5116ba3356</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/749">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6607686d8bb0913324c84360ee921e94c5aadf3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gOdHgIoIKoe4i9Tta6qdD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonas Brothers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2808119</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3799">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2242eeb883a5d2c92f3b64f0e132a9a811617cd0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TVVIyd0fsRDGg6WzHKyTP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58758</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Durand Jones &amp; The Indications</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5676">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3I1mRytDvAfQIkNtIjZLWW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Quateman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d949f0f8c8d948c69fe9a29c3698c4ca36e11727</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9430">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38CEXk1DhOZYRJ59mccCh0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Guy &amp; Lurrie Bell</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e530cdf4c39d7cc4f2b67bd80b9e6c21a44808f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/819">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1864</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindsey Pavao</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ggjp4QndrMqekks6yCFP4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb775b4478156aa9941c7ac6a104e0c32c57761c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3935">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">826</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25FIeQrCQgGCv2JzuzwzNx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48d3e258665e289df7a4b1c0f8bc43d609c0392b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pozo Seco Singers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4933">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trez</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20glYyFoaJXtPUFDfy8ppZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2d1f8f0d419de60bcc0efacf48ee98c165ba92a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11355">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1018</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZKvrkPb0R5PrHmHISLBTo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Taz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fd6987ab1e564f9f772a30d7444a7d04f40812e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5152">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3B3JAjdGRktPASOaEXlnHP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gavin Christopher</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1659">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock', 'post-grunge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Citizen King</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ca9nb6MJ3lwyF7dRNJm3M</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45b84e8f4fca3d784ba2e4a1cd019e29defc929d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4492</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3715">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2d13492200ed858f8e54b48fa584adde3aca222</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'motown', 'rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26119</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Bfy6QzadCXS92y0T8dDZF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Floyd</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2032">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony! Toni! Toné!</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0052c043eab388b7bcecdc5e9ef859c1dfe0f148</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">466310</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'funk', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vWlb4pM85jCHvV771qZZW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3660">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'big beat', 'breakbeat', 'electronic', 'new rave']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0524d29501a51d4bb4032c37d6320be56d9e01d8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1081077</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GhPHrq36VKCY3ucVaZCfo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chemical Brothers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1860">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['clean comedy', 'comedy', 'comic']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Foxworthy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">clean comedy</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zOcRYg1BYXpwr71XTWNr7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9dc05674bddc8d2886f297256848ca158f26537b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31615</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8323">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49600</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gSCtDiDLABfTqTc1OYjKd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['merengue', 'tropical']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">merengue</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb1dc73add0fe08ca7e2624d473f3e85e9f22fb4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manny Manuel</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5345">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a52e4924c8c73823233f9f8a63c1e71a8bb2347</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22vadBKWnw6sLJPML2MdKi</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rossington Collins Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20096</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6052">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shades Of Blue</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cc6f8a0febfc611259409634b9d64f6ad6a098a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mrPUMTaGsRrW8JA66x7oi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7067">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ub7Df8emOoLsyI2cvWXJ1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc053b7548e992fc7b0050b94af703c718474dc3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Popcorn Buckets</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8888">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">378</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f405748fe3383a4e5608021d52dce0618e4528c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Mesk</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Fc6qlNa6F4ONSLfJjlfjJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5406">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">351</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b81e7c92e477817a693225c7c51e598c1580d72</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vFCfSDEGGjyLpkMa1YhBE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Naughton</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4473">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bama Boyz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269r7gpyiINrCfgPHhfx33</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10641">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261026</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65519a7e01cad3686bed44bf586f312eac1100b3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ana Guerra</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin pop', 'latin talent show', 'latin viral pop', 'spanish pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MRynBsyLGzv3IQ9Fip6hO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4821">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/948e335b4569f0a038abbcf63d9d4db2c6a17253</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max-A-Million</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QpTf4jao06WPoX4HKl5x6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11415">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab8779e6b89a14943b6ee34ba628e85d4ecea634</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Hein</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lNSjOOwDwqxmWCqK649xo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2620">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hiRmH8QebrJgMZYAbFtoO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clarence Clemons</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48a6b0a16343cc48ede76c968d2b731d1f09a6c6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5119</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5866">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xJ4h3Zpw0Seplg2EJ05ty</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harolyn Blackwell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8cd0e5f96472988e82af1f15eab8131b4807ba2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2899">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57002</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45rAZqRt5nUUMatQzk8qJu</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Lee</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08ceffdee93480895eb22b90a629d508aa102eb2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4894">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dwahgfAGjIu7wP1w1H8E3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G-Wiz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e154cfb2510a070dca62224bf4623381d9d25221</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1917">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AZ</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HqrSDuI9lHuH1CDismTFg</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156421</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caefe744d87cac971019932a5aba62f8056d7e3d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9518">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'g funk', 'gangster rap', 'west coast rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">492BTrKk9HdCmjgLZ3vjbo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/178e9684df9a380981407d7925fb7c75ca4e7f44</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58256</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">South Central Cartel</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11142">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4843c9a99c3e66cf95e91c7c969c215db7bada7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60qnVABIKaCvqfhTPIHO3y</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Backtrax Library</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9123">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62311aa2e8084a4d2fa3e42df3ff69cce631ede7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5063</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Iz67ZmbPzHUhzbYL5ogxI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Hiatt &amp; The Goners</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3990">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dubliners</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic rock', 'irish folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90cfea30bb216297b677d91c4c5f22024a7a766c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72RvmgEg2omdlMV9aExO6a</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200010</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9922">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep groove house', 'destroy techno', 'disco house', 'edm', 'electro house', 'house', 'pop', 'progressive house', 'tropical house', 'uk dance']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61lyPtntblHJvA7FMMhi7E</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duke Dumont</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475215</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac3b4444881af5f927cdbdb62244ebf5f004c936</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11135">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">379</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mNloTgSaf5qCyk48t9NSP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josey Scott</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8881">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdc0c9d2747d1605e09fb5f7365cdfb52a6f36ab</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vittorio Forte</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wH3FXYafeARUkupv4XjGm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4350">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bdfbf1330e45eaf74f18b3069952f138dea04ae</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DnqqkzzDKm3vAoyHtn8So</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uncle Kracker</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">297115</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5244">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kmYEa0DFPDv2Opcpjv5el</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goanna</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45493</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df1252435825727cf98c26aa053c6106af4309f2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4865">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47059</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bubblegum dance', 'europop', 'girl group', 'new wave pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eternal</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8c85080fc20e7d9c74802f457811a1924d266ab</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zYGAXxAaq15C9eM29M8Fj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1182">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cETzIYBVYBvs8oJG1wywk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1580</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f438548410d990a82ea21d61bc1b137e94ea59d3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Messenger Birds</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7883">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8606</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KE9XNIzb9P970SJ9PKOGm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">W.L.A.K.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33a41293cb63bc6cdca327f46d3e7d50aeba38cc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2360">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'disco', 'europop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NKDgy9j66h3DLnN8qu1bB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eurythmics</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/997d275fd7d135ea6221a71c9e045a87594e7eb3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">777497</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5541">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f93bd2d771f0699ea4aed9ffb62a1680d05bac40</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Easy Street</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tAZiRwgbKzsYzIv4zNApN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2283">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1087</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZL8HZ3aYkOluy6TX9xAgK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michelle Visage</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10653">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2112</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Peel and The Lower East Side</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7633b8bc47ac361ef7d1d66f0e8f5dc1b00656cd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2krGuMNUbsvItpJBjvgMFp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10646">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Wrfz3A5PMc9fle2Tchv3N</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2738</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harvey Mandel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02f821427d9f4c6bf8afb1d78fef159c43b99075</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2550">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'diva house', 'motown']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45388</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thelma Houston</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49c108cfba665aed62c6535f3245d6fd4e42d076</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sgUnR8TF35euWEV07RPyO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9673">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a5gYWQUgFrIEXqnE1tgD4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a14ab674f5fe2afdc6078d614894d776e231525</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carnie And Wendy Wilson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9978">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prophet</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">612</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50KPdykhTCIDMLLHCFWqQC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/716093cf1eda8654b4610af2b197fea7b981c900</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6373">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253158</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Nudy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl trap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0a3390e15e3353b7e753de7fbdd8419b401263c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl trap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yPzzu25VzEk8qrGTLIrE1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9345">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jddkwDLW1TOlqdjfK4ywk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/975dc6f76bacde95b346931e901371c33e06fb9b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dynamite Hack</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8382</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8402">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319rafipfKvd4cqaOwWIvA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7059c151808ff03016d78fe044c26ca5e31eb84</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taproot</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141840</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4198">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b589c353b05ad9aa1db13ca2cc04dc16e034b4d5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">485610</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wPoxI5si3eJsYYwyXV4Wi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N.E.R.D</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/987">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordin Sparks</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AQjGvtT0pFYfxR3neFcvz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1226138</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo mellow', 'pop', 'pop rap', 'pop rock', 'post-teen pop', 'r&amp;b', 'uk pop', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd7dd075376199bbeacd472734712ed35c6e6ea7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/204">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2p1fiYHYiXz9qi0JJyxBzN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">birmingham grime</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2fc72a70dcc094844aaf02ad945fbbd0aeab777</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skepta</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['birmingham grime', 'grime', 'instrumental grime', 'rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">608679</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1834">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00eb1bf7c028d7bdba3380e07a38b8fc4994117d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dishwalla</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6F3NW2aC9Sni1FH7QPSLvw</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144291</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7106">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lalah Hathaway</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207738</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46cf025e2388bcbaaf3e18f6548850c6e50de312</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo r&amp;b</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo r&amp;b', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uNEy4544VZq2KOl7BsLuo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6151">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ed7e121017725ad6f57133675c457a538871468</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vzeZ315ZAIWYRooH58Oid</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Rambeau</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8864">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6197e7c6b9dd409219abf5e5cbe1973002dad331</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'ranchera']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ana Gabriel</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1271497</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41ESHLayJ5sDKjAOv6cMhe</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1343">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e021e4d1250c9df62f014d576f687575745469e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GMgdB3vwbBOc42hbXEi9p</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168597</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N.O.R.E.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9875">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo classical metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98a2de03e5544d56ca2808a5fc44feda3e8e24b2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Stevens</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZMaiDLfxDaoG7ULXgcnDb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo classical metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11325</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1129">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UtIeAxtrsrRM0sV7Q8cJm</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">393</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">HollyHood Bay Bay</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b13904e4bce44f68e2daa036d89c9630323da443</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1739">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1053</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0ba5195aed99a6476d3cf891f082f3a2c7d08d7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2P5QeggPPvmSmFFJ9EcaNp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Gunz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7322">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'deep big room', 'dutch house', 'edm', 'electro house', 'pop', 'progressive electro house', 'progressive house', 'tropical house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hardwell</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e05412842611fdfaf64b65acfd5d46a7da265b46</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BrvowZBreEkXzJQMpL174</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2951384</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1118">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2575</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I-15</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff06ca25080a9748b521618af431b425977179c7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BeKHKMrAmeL5GkGQKNiFX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9470">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83232</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YStXHRj5phGb2LGCudZ6N</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy', 'west coast rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/475369cc21bbf57cd676283e2fd308c7f5c80539</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Above The Law</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2554">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'motown', 'rock-and-roll', 'rockabilly', 'soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22c8cd28a71661b4dbd462e2d45b04b3e1b78572</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274517</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben E. King</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3plJVWt88EqjvtuB4ZDRV3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4505">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80336141a2bae8af0d392c00b9fb9431d2d3b5db</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Folds</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55tif8708yyDQlSjh3Trdu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie pop', 'permanent wave', 'piano rock', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188222</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8456">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31adfd049c505f9787a9ecafeef2c108581f53f2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68015</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VMSmJURVM7s6LkrIaPZvi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BarlowGirl</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5893">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52143bad8fe43b8719bea1bbde697e903aed4976</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61sm4xCwu0Ifw6m1nXd6Bh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Goodees</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10826">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hollywood LA Soundtrack Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AjHgPMs8gST9qpPuritzX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bfbf909f516343aefe38d23d55aa5b1e146eb4d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1293</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7634">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/716eb4f191f245ecb1df3d59f393c6017f12ff36</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adrenaline Mob</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OiOWEQ9miUl9QbCX5JNza</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39755</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9157">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v3WSmu6dy6Y0mFBWYPcES</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5248</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge pop', 'post-grunge']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c06d51855251e7182eff27b6e39e9ec05c104479</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Socialburn</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/564">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EvFsr3kj42KNv97ZEnqij</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1193608</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shaggy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32372372c13368e205dd625930d2bc02c143c666</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rap', 'reggae fusion']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9017">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60dce21715a5902bdbfee8e5c987f26711a7387a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GaBsp1ICIp1e6udgE7fba</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soca']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51501</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Lyttle</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soca</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10131">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b91b8302344032a92423932acca1a93cd44205c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1249</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DREGOTDREAMS</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VyGQ5Aj3Ktj5wetevpgGV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9480">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'italian soundtrack', 'vintage italian soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/052de04a5c66dfd07db0b04e46208cc9af16b9fd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nino Rota</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47209</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RYyGExpy57GLGa1GtFoVo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9134">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AKr4YLPb1ICeF7CqJXoxk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bishop T.D. Jakes and the Potter's House Mass Choir</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5092187768278e5941a1f4254da6aeb2645c4e3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">525</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5262">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Steven &amp; The Disciples Of Soul</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd920734e59475484784553dd0898ccf32251082</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5254</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jdYtcR0w0GozvhEWHEQjO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6835">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152648</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnnyswim</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46596d95f0ab51a55ce54ce1a681cb7389ee810f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'indiecoustica', 'neo mellow', 'new americana', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4igDSX1kgfWbVTDCywcBGm</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11230">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Legacy Of Sound</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DIAkyxfMbBgEP7qjfojGl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee9fd60650b89d19bac08e4c9d56d9b657a7a88f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9632">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11128</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fagNxnyvy6FDvkNPt6X29</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2191851b79fe354ec472a68dbe2a43767375507</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monsalve</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/340">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kuJibJcwOC53s3OkoGMRA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'modern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bc3bd0c863629458812160862ab4b2e3658eda0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207965</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Revivalists</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3638">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104613</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bc9cbfbbe6a496e4fe3c89c94b16f42b54874a0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'lounge', 'swing', 'vocal harmony group', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bOsFzuJ6QZMr86ezC4oXY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ink Spots</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1930">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1443</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dC1SJh5elSp45qeyfgInn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a56b9a8e2b869d2d454a39a0824532aa56790711</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Thompson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/65">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d12586e8e67dffd2ea281d6eeefbe4b06b06b69a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1r4hJ1h58CWwUQe3MxPuau</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maluma</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16609105</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/458">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/271f32661dd63fa214d6a4657c8856e5d5f65f9f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">884937</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KsP6tYLJlTBvSUxnwlVWa</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Posner</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2559">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137304</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2f9ZiYA2ic1r1voObUimdd</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'dance rock', 'disco', 'new romantic', 'new wave', 'new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/baf6d631534e8e6788471280f3447f0b7fe0ee54</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace Jones</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5628">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'glam rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ce134ff39b5578f9ed010c1e70809e37a63c730</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Essex</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46n0cAhBmsRJZiX6GSFmbf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31360</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/423">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lgbtq+ hip hop', 'nyc rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">751605</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/383a32965adec2f594634cd97e2263619a48490c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lgbtq+ hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young M.A</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LvoDJUNGnOrPdGRzVtOJ9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5902">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">706</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18e8df764d4f4bf06a8cde7fa6a0b40967152341</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ao1vYvPBQUjsfPbPHQPhZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merrilee Rush</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3130">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">corrosion</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/288bd754fd17e008d8b81518c83cfe73a3e6b59f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4k3iS4bsVsTi9dIq2ybtWK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">637</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['corrosion']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rubicon</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5614">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1211</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b10cf31e9d36ad28198ebc3f94734db83eb7ae9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qVAJPCHuOiMxlJ7h9xEAA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.C. Smith</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6724">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Future Islands</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356612</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WvvwcQx0tj6NdDhZZ2zZz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'baltimore indie', 'chillwave', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04a78b38a811b79569b591ef4c24527eb652f340</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3506">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3846</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CXNdUUhv5Cw42dr0wWrjd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8043e5e4aa13a978be095509d36e23ce07987f42</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Honey Cone</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3686">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kay Kyser &amp; His Orch., vocals Harry Babbit, Julie Conway &amp; The Group</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Eu4foG3y2185eApNQqtwB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10063">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69lxxQvsfAIoQbB20bEPFC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d7fc584ddc462bfdabe6ac8926d47cc4336b028</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philip Glass</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american contemporary classical</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american contemporary classical', 'classical', 'compositional ambient', 'contemporary classical', 'drone', 'fourth world', 'minimal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345885</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2204">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fhMbh4PVSLSODF2fhWwqt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/718ca5bcddc64794a79dbba5c8d517bbc2892cb1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128213</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad English</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9799">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HDMwoCS316xhKCZlJPBnc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05943ec3c47a757f809ff1fcb925175ab10fc681</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch hip hop', 'dutch pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sevn Alias</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289159</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7658">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/600aa4a2291ffa878f2fbd4c9b59a9f8dbaa1cd1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aer</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116191</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25hbSOMmbhgqvonjC876UJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5304">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23772</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddf9aa0ef729487cca10021aef30c9e33904de9f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Laws</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz saxophone', 'smooth jazz', 'soul jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yh5g0DWkL6kRlCH1FPAvC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4277">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1369EOxSlL69yV9Yp1nVaR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03fcdfa3bb790540e75c599188d59a1124abe956</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hadouken!</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'new rave']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52400</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5425">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YoRyEhgJgdr2d0xHzArkG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/148b79c07ed86556d639db5ff361db8a5e5b5bea</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Gramm</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3037">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oi7g8NUnlLh5tJvg2y5e3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a21e7ba9cc3c39967c801b4b0bb6862855761932</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk rock', 'roots rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27170</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crazy Horse</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10188">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9df7bd2527876bb6869badacb8db33d4d6c806c7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1172</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Dimples Fields</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SNblpZj6cK0YWC1Ci8CKs</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2424">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Winwood</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dbf1e77f98bae1bf3ea5a7af963f9aa8b86ce47</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'dance rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'new romantic', 'new wave pop', 'pop rock', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gxynDEKwNDgxGJmJjZyte</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">408718</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9214">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e6d6c295f2a7f7bc071fcf7a64288dd0cb2406</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">246</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Infamous Mobb</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0c5OPKgE82xiARazOIXkqy</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9744">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AMG</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13608</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['west coast rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f5275cacab87bbd1c0053cbdbf9fc006c1260f5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">west coast rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Pn30Vf7efqPb1kyXa6B9S</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4866">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Jervier</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nLM87NFy18fHOOprTtWuS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/767">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T81IFRFywCJW0SNWMv3T1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'college a cappella', 'hollywood']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Treblemakers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42846</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11159">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Onyx</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7e3bc87665763856a2dbac812ff22d99f5d46d4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E0tyY2JK0icTaI5b3rJ0a</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7103">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calibre 50</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/319d4a3fb2a4b7a69660ad5e8e75fa3ee31bf40e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2799042</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jogXSSvlyMkODGSZ2wc2P</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4378">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xYBLeSMu1AqPsnUzEvx5n</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/527e9003ad6bee06f7f63c14db5270d891f67854</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anya Marina</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36799</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'ann arbor indie', 'folk-pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3372">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6waa8mKu91GjzD4NlONlNJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic rock', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'psychedelic rock', 'rock', 'rock-and-roll', 'soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hollies</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/722e36849bde408b99330c713ebeb19157eabc89</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531097</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6327">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">227385</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ce8e548f8a04782fd52f5e8a36033449766496a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52qKfVcIV4GS8A8Vay2xtt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ice Nine Kills</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3752">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock-and-roll</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock-and-roll', 'rockabilly', 'surf music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ventures</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75760</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59282cd37a9e8491c394748cb9a45d99e380f3b5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GaayiIs1kcyNqRXQuzp35</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10167">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7dae53fd39a60383d2afec39152f77c8bfa73ef</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dUXz5re2mIwDr8qOPgPyu</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck &amp; Linda Sylvester</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9579">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7360142a8274b7d0487de1d1e4b176e6fc34c112</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestra</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pF76lplGIvEFGb8lI48hA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5034</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestra']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Berliner Symphoniker</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3520">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4603</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Pag7p4HbSdZIDzgNLsk39</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90db7f96aadaede6dfd11f198aa48a6dddae8192</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fanny</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/297">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicky Jam</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SupJlEpv7RS2tPNRaHViT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c3c3173dd75dcd9a7217960796406732f118626</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9757910</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'pop', 'reggaeton', 'tropical']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/715">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NhdGz9EDv2FeUw6udu2g1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac3995e49a3f4d6922990776235e4aabd4c751ce</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wanted</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1842898</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9000">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">west coast rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eTcJVakGgCvZQMnw9Evbn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f0a5ed1a16366954cae00d145d61cca29fd551b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9218</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['west coast rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guerilla Black</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9497">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DxqFlOOim2Hu2kdtAk8Rj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Lingard</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10aec60d94cac3e57008363f187a7ad1efd9bc6c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/570">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Paslay</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313976</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93b3bf89128eca055092e3e7eec9115085f871c8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TONBKcqVR1LmPdfJxvkMU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1980">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VrP5BkyzDhY43dWMlaYjD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joshua Kadison</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f8f44cd6bc70b2808d5b72e907c5dcd04d515af</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14539</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9625">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fight</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c63220b8c0573e7bf2c906a4f16acc520ef5e669</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24840</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1o3JGBwBOZeHlL0BOAhD9t</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4887">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raab</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5030161f0de5929aef44603aa8a8980df30c7bd9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47ixkrAGZ7XCBcgBlong46</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8704">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/015a0d215ff8a46da151563accfadd4b3dac65df</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sub-Division</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hATmBmHUWRuEZ9JUpT8qU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9971">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad3fb760f27a888b7c0b4c1ff24ace02c42d056e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leatherwolf</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6550</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1e4sTndn6XYL3IOvmuWpsJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11362">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zQmORVNaWz1cW1KJB2cTX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mick Jones</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13648b3ddc86d555a1db84185ae509cb031579d0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">657</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11111">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0f4f12ab91b5ee97f695903e38ba727fb57b473</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim &amp; Jean</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iKIqDxDCGGOourWh39AaC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10685">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3980</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76afe65762ddecc839a7b4c780d4198da65752fa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waldo De Los Ríos</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07qXhgXDj4u7Pqf8AHRMtA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6067">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53a3db99379cf8bc12fb1cfb7c254db8c673430f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mable John</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6080</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WKCi6dbtPIPiUzqSJWKRn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8056">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49864</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">video game music</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['video game music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfba1f6257c1bc32c88f0d915ffc615b0968b9b3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EA Games Soundtrack</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gsT5GesFZ2qkDkgPxMUA1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10125">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Filthy Habits</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jump up']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31ab7dd4b8f27c7a13f44f53c9fba429ae84c222</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jump up</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MUyjTxCPuQW8yrgN7jTv5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1379</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2253">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'pop rock', 'power pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18196</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10flBVEy5MiUXOJWTaFsyL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b9b2a67b25a1ab477c16efaad06d209cf75185e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jellyfish</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2787">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Benitez</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04tkc4IcAn3q0zy1C6oWBI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4760">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2w22XbZqvLcwR5uQMPjDj8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">QT</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5906">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102054</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thursday</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'pop punk', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61awhbNK16ku1uQyXRsQj5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2f0b3cfe7764c49859cba9f4191dcde488206d5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/793">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1111109</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7fa421e319432a08c0f1a13cdb03d6788f4a03e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bA6fzP0lMAQ4kz6CF61w8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toby Keith</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1098">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432082</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paula Abdul</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'new wave pop', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PpmBoqphQusNFsxuVKb6j</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85c6dc38eaaa8553b57d3369dd64d7e48ff30ad3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10620">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PynEnbs2e2juMmx3xvBx0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bitter Springs</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7dd0821995d3c283c8e5d35e248a71c83005c2c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9896">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2i8ynmFv4qgRksyDlBgi6d</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'art rock', 'dance rock', 'dance-punk', 'dream pop', 'experimental', 'experimental rock', 'garage psych', 'garage rock', 'indie rock', 'industrial', 'industrial rock', 'lo-fi', 'new wave', 'no wave', 'noise pop', 'noise rock', 'post-hardcore', 'post-punk', 'power pop', 'psychedelic rock', 'punk', 'punk blues', 'singer-songwriter', 'slow core', 'uk post-punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87381</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1334e2aa3f94fc15ca3422492f5041ccf6dc9e70</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wire</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1776">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae1d50d5cf857f77aa3d5b23d3db041c726e1cd4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46057</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'german techno', 'hip house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KBkgunlONG7LPxs93pgpp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. President</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6881">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'la indie', 'modern rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Suns</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YhUSm86okLWldQVwJkLlP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc6715d91a9a3f9695908fc0e674d387ec56b708</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">292232</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6743">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74022</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac35361aad93e1ccba3d6cd17033e19f39a84076</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Selah</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian relaxative', 'roots worship', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dZiRoY9Vpp6qrxqXNRwPE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/268">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/548c808ed49b59bf73155e0e4de76f74406a778e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Macklemore</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1405067</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JhNCzhSMTxs9WLGJJxWOY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5245">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrick Simmons</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2129ca4470aea8fd1512ee9512b5b40bbb83ce4f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">343</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kZxI5FlVdFxgoRaiJ8hf0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3788">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanilla Fudge</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vIMq3W8V63uR4Ymgm2pF1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45974</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic garage rock', 'classic rock', 'psychedelic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5467fcc2ca49004b0669b007830d78d281fbe6a1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9949">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63NXL9k1RkJYcQ5MkUETLL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30469</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7c8a637657dfee617176401e5f98dd84d589c81</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'gangster rap', 'hip hop', 'hip house', 'old school hip hop', 'philly rap', 'rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Schoolly D</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3491">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23e882a38514d2dd61ddc54fbfe85c4c0846a8b2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cashman &amp; West</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68aHfbY66586eamohlITc3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/294">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ZAYN</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZsFI1h6hIdQRw2ti0hz81</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8904473</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90e30d448412c75b896da19a68db1da01ed99133</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1417">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">453110</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8cc93d88f2da3ad4143b04596b3712ff08919a3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saliva</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'wrestling']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5S6hjAxgxjsLylsTtMIimO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8760">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pSBByP9XAwxW5YTAIMNeZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0fcc63d4011d64edf875d551e26a97727370578</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Louris</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11506">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1owO30zTlA6ljRnDtw62UC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burn</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b13824d90889a4c76fa370a5ed346d3c57d832b1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10175">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68e093d4aec6cc8f0d00dbec6d441364c5a3b3b6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144498</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kEfub5RzlZOB2zGomqVSU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'funk', 'jazz funk', 'slam poetry', 'soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gil Scott-Heron</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/322">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93567242848e46d6966d2a8dc4d7208cdd99fb56</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oC6sik8OGWHW5k4cdnEca</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gina Rodriguez</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4138">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Dorsey Orchestra</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f4b4d1355043ad7911c0fdfe737cdaf1d3ac5f7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4T7RXM5uIYHjEDFs8KwZQ0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6603">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie folk', 'indie pop', 'indie rock', 'modern rock', 'philly indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie folk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The War On Drugs</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6g0mn3tzAds6aVeUYRsryU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/794abb3d2e0a613713a0cb0509e39ca6ff461cc0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">510598</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4300">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juliet Simms</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43174</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hlXIybvN1I8r3ooBEkYRh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6afe9d972a2a06700d9010f717ece564c02cdc93</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5342">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Clifford</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yAHoX5jWFLYIKEwyb6ulM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4064</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ab7f583c88e7d4ec5e839400e48ea6d1edd1449</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10064">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LbEDjJKrmWoMcN3OpaNnR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Pemberton</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e0392c0d98e61414b579608614fc609744a0a33</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16616</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5476">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d277cb27aca845b1b4a2ef2e414a7ae36607db1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">404</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6o0XPdBAnqVIPR8BNY7bRy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pockets </ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2021">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109980</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Jz9kKRnCRLTodCH58MyB4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'rap', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45add53cd9603bb23396e47b84fd380d0b9b4f6c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daz Dillinger</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6664">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111280</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d834f61e73a0b6f33f969c2baa5563987994bd1e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ZZ Ward</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aJSIsbI5wV8aFi2kkFfPi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5183">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Jane Girls</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cfed993cddba409784f1efa132057b45ddcbb2d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'freestyle', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vRMMs8yrKf4PKUpUllMkr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118434</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6727">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2230669</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2ec08fe69ecec2748fbc764aede8f1b03ae8f88</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aIqB5nVVvmFsvSdExz408</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johann Sebastian Bach</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque', 'classical', 'early music', 'german baroque']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/118">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IvkS5MXK0vPGnwyJsrEyV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Church</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f052d17f87d18447b42ddf9c31b8721461c30d44</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2159060</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5710">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">679</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Sq9ZAY2paQJhzhuBSRoKf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Maria Perez de Taglé</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4875">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5edff33dfb75c3e8bf318710fdf4a8fdc176e52</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30577</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AmoPgHK7zpazPTVpYZVLJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny O.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6182">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'deep adult standards', 'doo-wop', 'lounge', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Rydell</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36617</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1207ec58c499aa2f4ef27366bbaae0d45a4040ac</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hJTgr1adnhIkhmD9jLzd6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4878">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Pjhfw243wykJaw0rqpWZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Styles</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d097893916a5978529d53d142da0e0007e7adfa</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1911</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5354">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Motors</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4473</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'pub rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5224323e940b8d9dbc4f41d4ab02b73bcba37b67</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NsDGsuSfCM30e1JSMGeAn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1678">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccb108f19352e88d6e69b1093d75a2be5efa1c99</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1270111</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ms. Lauryn Hill</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hip pop', 'neo soul', 'new jersey rap', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Mu5NfyYm8n5iTomuKAEHl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9917">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dDZTSkKTjksBy9tfsf9ob</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a90269b30bb607f2f0cdeac264a2b8cc02736aa0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2435</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Newman</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2741">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96093</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'quiet storm', 'smooth jazz', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/505c2b7ac0b08a80d659dcda4592c3ad70a0fa0a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JxChc2w5fwTGbXKfc4cRd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patti Austin</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1747">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mono</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1900</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c03d59c1b2f9f368c571ac9e22c5d895ae92c805</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6m6WgqYFdq7MhV7vAfDbQK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6375">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/283d70b5ad864786e52fbe6e59a28ff8a533d7e3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'deep talent show']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oUHIQIBe0LHzYfvXNW4QM</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232844</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morgan Wallen</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6442">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a542dd1deb41d9dbc32821481a2f65592708f94d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289228</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23OFz99wX0NDBBwrxthLWU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'redneck']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lacs</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11114">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27464</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kMfh3vEY0iWX9SDVjvdsd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d42c5d2cbb088e9aa32e8856e95b946f8e6d7a8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hear'Say</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'europop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2198">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mixed By: Julian Mendelsohn</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19sXrFES4AcTmjb00ltKim</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6192">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nlm633rZ5tt9cSjh9Oyna</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doc Severinsen &amp; His Orchestra and Chorus</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6933">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GkJh85o22LfD2vgL9DP6f</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">464220</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Heads</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64e6d5d9dd02e7b2b829748f7344c2d2536b56c6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'reggae rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8700">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Mh88m8n53h0AOdocE0Rbv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'houston rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03c6d18e749d151beaed64d12b3a5099bab044ff</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ABN</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">997</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1542">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'r&amp;b', 'rap', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbcc2071fc52ddf0863bb37907eabd4c69a4c5f7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439956</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tank</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mwXUEKaW4ftbncf9Hi58l</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11005">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16DKwEFDumFEEUJWYSw21m</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1379</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/913961fc143392e876377259ef92b17900952f5e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hit The Button Karaoke</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5665">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53771</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fdfda434761bb935cd0894189e203fc197e1904</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">763opp15PhfHpEaiVjM6m7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Jeff Walker</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'outlaw country', 'red dirt', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7022">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Krizz Kaliko</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SEJQy90Vgg1aSnZ9b4AU9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'pop rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c444470f1256675a0520397946fb4897ee5eedd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188134</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5298">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61iimT8Cjy6Lzc8CPAyDdU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poptastic Karaoke</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38ff57de52cbd0cdf9aa5fc3aff3917a903c5f48</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/616">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic rock', 'dance pop', 'neo mellow', 'pop', 'pop rock', 'post-teen pop', 'uk pop', 'viral pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AQRLZ9PuTAozP28Skbq8V</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5337526</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15913ff470e612866f0f32179a225cacf546b4a7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Script</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9786">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2763</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MNLhvqJkWsO6tcjY9ps62</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maude Latour</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e5a332d19538b24267b2b3032fe95c008c5c414</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4456">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LaLa Brown</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xRMVGNbcAVShBZ26t2Bm5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7514">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anita Wilson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'gospel r&amp;b']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/811cb81a0bcd84a430bdadd971afb95036940e45</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36779</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rEGEwaOU6Mtdj4ylW0fjS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11025">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad822f0e8e6237d1bae0336995a8bb709cfe3b6e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XlkD2jN3mdbLUK1ZvFHfE</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young B.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10366">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">815</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zZfDVGDSqHQTeITZzJRqs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11d2f89dd7f4d62423cb234d931761bc4def1584</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U-Nam</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/753">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">990487</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d953b71f31f36ff1cb921e63d2b9a711bdfb707e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75FnCoo4FBxH5K1Rrx0k5A</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Band Perry</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3007">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BmXbfqAgfkuTkPlVQDKOW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'mellow gold', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cde2f45d29e53dbf85a59955dab677bf3960672</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63578</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Gates</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2327">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa162d1a1a950f42fa719dfce82777d6771f1c61</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23845</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kaoma</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LsXqDdYVyONhrjAORENbu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10214">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BGN1IdyiSR0ZYrkoKNchl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'electronic', 'fourth world', 'krautrock', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142289</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tangerine Dream</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/466a0fd8fdb98f01ead5e2366e596f52ed49362f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8543">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34tBXZZ3Iyv0ge6rYTP1FX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00d810f3fb17371844d51cd0b56b16021e4fe4cb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Rado</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/333">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e08db3f28dae7b37139945415ac7bdca22852ac9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'tropical']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ednita Nazario</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157294</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Lvrnoz3ZKzzrBuZ446e6P</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8921">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Littrell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50eWbXhi4dqiodRsW73spI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20569</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d86dce57085c94756ca063ee83f007e7594b6b6b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3104">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Conaway</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">297</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34NoGpkDKIwSQG1V6gdhRL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3106">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4420</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a22640bf276cabb1a446961e6be9c2788af9651e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08dazMCiWeKkomvpDLSetA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City Boy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7862">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57kIMCLPgkzQlXjblX7XXP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phosphorescent</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150165</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dfe24344b0766d9fad238f10cedc7c82d4abfe4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative americana', 'alternative country', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'new americana', 'singer-songwriter', 'slow core', 'stomp and holler', 'swedish americana']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative americana</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6576">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42436559ae029809674c8498f2c998e138a7a757</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marilyn Manson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2172798</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VYQTNDsvvKN9wmU5W7xpj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'industrial', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rock', 'wrestling']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3124">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BVxbl2zUDcXgYYXTTiDCv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb740a9fb1a70d66126d5113f05b1af23964393f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doucette</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4722</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2821">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fca0c7f6230d9a303a484223c32246aa4e480b72</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15069</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk reggae']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk reggae</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Musical Youth</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CuzDPkRD6BJBvdWqCrt2I</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3051">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">McFadden &amp; Whitehead</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'philly soul', 'post-disco']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8ee99ce28457678b89de30492935e2803c090ce</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iQM78Xg0wJnGZhgVNLPmY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14377</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10033">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killing Joke</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131834</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'gothic rock', 'industrial', 'industrial rock', 'new romantic', 'new wave', 'post-punk', 'uk post-punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a7998abc8930dd07915199c69482adf8adb08a3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Zy4ncr8h1jd7Nzr9946fD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/599">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DxeaLnv6SyYk2DOqkLO8c</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1045580</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'reggae fusion']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c937bc84a8929a1844af2d4f7e41c3b800bb597</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MAGIC!</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/809">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary J. Blige</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XkoF8ryArs86LZvFOkbyr</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/571753934f6679837e4f74ffc597484204542145</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1958706</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2084">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dyxkRwYuTw6ezj1tjC2rY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Green Jelly</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic metal', 'funk metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23642</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7114ecdd0ed7f9fbc4998b07cb86378fc6908a88</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3769">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24581</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c5d28de33865404dc28205ab1c7fed9b4e414db</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MPtuQaV2GiRdLjAkPOaan</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Milton</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'electric blues', 'memphis soul', 'soul', 'soul blues', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8690">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2246</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6anmT7rzi0vC11xgPt0WoY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87734e7243b60d7e550ee822dc8194cfc71f29a0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karina</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5268">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00ntdezS4XzDfCLsH2vOoc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodway</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e412c3f5bb11d12e968fb3197cc9bd45ec38aded</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1045">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">946</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bing Bong Brothers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7ad80749d14312a89446c1c5f06a039b40b7405</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bw5jZIKFlL9e2ehWuansI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2837">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Clocks</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">041pORmHnf38WUAapxppMS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42eebf8e593728f59f6666658c32f7ee6d37d406</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8279">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tJnB0s6c3oXPq1SCCavnd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grupera</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c25ead056b5a41038b008a2ecae2185a890909b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1934782</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marco Antonio Solís</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grupera', 'latin', 'latin pop', 'regional mexican']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3922">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10093</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat', 'sunshine pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cyrkle</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d61e10540301ee18f4cbde0a18725a73c34ce9d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qnb4cn5aykCACoyuCirGg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5201">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deadlock</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german metalcore', 'melodic death metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rKi8nP7CfFcbjz3DpA9Yx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29774</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german metalcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/717c7f554a26f6730e4f0b709aa587a918cd8937</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4963">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'chamber psych', 'dream pop', 'electronic', 'electropop', 'new wave', 'new wave pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90e77966c5f92eb8468a96a854700f04dad4eaa4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1N2FgBLehaq77UEdJhCt7f</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saint Etienne</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60759</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8662">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V77E8MyGPCCvvjVFbYQfS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6b2c0d1e80119f1663e50eeda7c00e24f514c2f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Kuntry King</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32685</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1400">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B5Rt17EYYcbO0zp6lPKbi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jermaine "JD" Dupri</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6645">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vic Mensa</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a33b53fea692bf02d3296a1ffb23a3951323d78e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480749</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27w1NoOLMX7tJMYqcetPyG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'conscious hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2220">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/182c71a786b5f4178cfe4b9e49ba9d652be8e921</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rKi6kZNi8iUz2mMlaAwQ9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9183</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coro</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10735">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43588db336ee7771899c84e6065ce91d34e59a98</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HbqL3t95xT1cLbZNfVeJw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glen Campbell with Al De Lory</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8830">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sertanejo universitario</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sertanejo universitario']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henrique &amp; Juliano</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a53e2793f9e3c14545d3a1475883fd20c4b6713</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3p7PcrEHaaKLJnPUGOtRlT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8809252</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3307">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Kendricks</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/664f1a004773bd74a4ff5104818e4f383ef95a5e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Uuon75BhnuuxdKLYn4wHn</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131521</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/720">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aZENDSuD4XXPlue0RJwSj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1414</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Evigan</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54f1555701f23cffb06aee21b900c3c79388dc02</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/802">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1004619</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IJczjB0fJ04gs4uvP0Fli</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'emo', 'pop', 'pop punk', 'pop rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5b90ff0cf95729bcf5fd7790d8d0e23acdc325b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gym Class Heroes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/454">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2694457</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IcR3N7QB1j6KBL8eImZ8m</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16e1c84dcb5ab6b682f113a048ed172ca3ca2ef6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ScHoolboy Q</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7543">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E78kTKamtXgdRkK1jrc0f</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'alternative hip hop', 'conscious hip hop', 'underground rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sage Francis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68182</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ebc6084d66547b7833e4e84496f0f3fe27ccf18</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10904">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18588d5d0dad4aeb97713f6c8597bb5896127f3f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Larkin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bLXrEtUSiPKnHOteVuzbt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1893">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HEfw6pgCvxu2wuU7G5Vpi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yavahn</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22ddcbcb5e3115483ec928e39ec72d5c01d123cf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9564">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cyberpunk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cyberpunk', 'ebm', 'electro-industrial', 'industrial', 'industrial metal', 'industrial rock', 'nu metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KMFDM</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3V4IvzRQYP5mzuVtkcHgVa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124685</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70ce1341dc01a80d59ce935836ed8475367d5681</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7069">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15899</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vmCb694uLT5FBO1lVB52U</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fd729056efc79704f77496fd31cb3ad66c2ff7f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Riggs</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country pop', 'red dirt', 'texas country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9593">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mandy Patinkin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sEmwxBNJizU2RUfVNo6BC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1b81eefbc9d72166f32f48137260128d70d6c2b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11333</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6158">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VkASgJ3IjpMHG5aYXx4t2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28b2f4ef1918ac1b0837329d94f9b210fcac440b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'bubblegum pop', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Fontana &amp; The Mindbenders</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10358</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7573">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129767</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3niqfoc7C6lIeCNVz8iZYE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'pop emo', 'post-grunge', 'rap rock', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Framing Hanley</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e87d5533d00608fbfb2c7459dbbefeea74b0c9c5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5544">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35719a0a50656775623e9242460d2d3c47c5e4de</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Oskar</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZjB2OpMQL3LKJyEdeIz7o</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3302</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6484">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'detroit hip hop', 'hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37148</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5275096a8b6e69147aa93af5524e213cde2bf16e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ypEjUTTCcPB0dgjQBQyf5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PRhyme</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7454">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab916a40198ac2d847e724e8e6701eec0f8256ff</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'edm', 'progressive house', 'progressive trance', 'trance', 'uplifting trance']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dash Berlin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xT5p0VBpnZDrvVSjX9sri</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">420117</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11263">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ne68hg8d4U29OOcw3RQgp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sylk E. Fine</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9627">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b402bab4eb25e953eef911e1fde6076e116ce0b2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'indie rock', 'madchester', 'modern rock', 'new wave', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lYT0A0LV5DUfxr6doRP3d</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stone Roses</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">763944</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3093">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rXI0q8Cahq6numvPlloaq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88bdc48ca59df15577c18d66c7ec9a3fdedf1666</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51675</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic girl group', 'motown', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diana Ross &amp; The Supremes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic girl group</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5215">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duke Jupiter</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fweFI5OzPRZKwYCB13aFh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea7592c64c5af030fd2276b9fe74a25320e7f682</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5081">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eynOGnZLqDuEJwbRHlHN1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/600e894119e9ee5aa04f846fad30ee3a8e9b70a4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'hip house', 'miami bass', 'old school hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.J. Fad</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22356</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3138">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Mason</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71953</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DWQX92uew7DlsgN0yD775</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bc730db2f1e28c5be0dd5a97e33eb74a802793c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'roots rock', 'singer-songwriter', 'soft rock', 'southern rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7007">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ENzCHnmJUr20nUjoZ0zZ1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snarky Puppy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73274bdf76902015df8961bbeffb333cfc192639</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">370850</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'funk rock', 'jazz funk', 'jazz fusion', 'progressive jazz fusion']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6390">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc406e7a1c3167413f7af1a3df560a88de18c99c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atmospheric black metal', 'avantgarde metal', 'blackgaze', 'post-metal', 'post-rock', 'usbm']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atmospheric black metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deafheaven</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XpPveeg7RuYS3CgLo75t9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104441</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3217">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">577628</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cbebfb93be8c2ac47ef6b8a2186d11b3298abe49</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6biWAmrHyiMkX49LkycGqQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thin Lizzy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5473">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15cf7b857856ee7553df1333f9e494a72eef50ba</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZZOIWyRv8tdx0kLPlTtMg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'nashville sound', 'swamp pop', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie McDowell</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20303</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4572">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AVLthptCPhfrxlHadOBJD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">925140</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1523c231a2f7cb0c83ecf0b6e933e6033c8b38d6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jill Scott</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'hip hop', 'hip pop', 'neo soul', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10333">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5934690a81ff5524c4e8411f639eafa980e80de</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D7qt2tKPBI7ibiSieh3J2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul blues</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arden Lo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4977">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59796</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Commitments</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb1bc9a2fe7ca96bac9634782076ea180e20bf18</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kiBy7FO5L4ywMz1xF70PX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8564">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LVtZP0UUtY35ptAnntYsT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26751</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72ba336a6825404af301a097e720a0e7b1e82682</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Friday Night Boys</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'neon pop punk', 'pixie', 'pop emo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6737">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8e932b93506e47dccc859fe0387218e885a3f99</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186161</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop', 'pop rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mansionz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2o8lOQRjzsSC8UdbNN88HN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3911">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toussaint McCall</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1249</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">421kKwxa5GC9nLddFuqtNL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6e4000ebaf05e45e7559e917baacf90dc666038</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/880">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ea68884b66c0df8ed04db72bdb7cee14a8ee707</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2teIxF2qgr0rYmTTMKiZ7s</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin McCall</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23554</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10567">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rafael Eimut</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/728b36d33b47ee169e0c7def031c193f2ef892f1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cIYPvUNmQioaSPIXnXG4J</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10886">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tMcZ6q43cH5AbKk3mrdSi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'experimental', 'experimental rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9256</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fugs</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4bc871d6a43e59170067380d470cfee38f73d9c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1342">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WooWF4HvIcgW0BDA2VBPN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abe68f6eb6a5c3bba28ed22397617efcf7058c70</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5510</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gemstar</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2593">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackson Browne</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lkiCO9UQ8B23dZ1o0UV4m</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'piano rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc9317305265ddfc7d6bf70cf7f4b908b6781ac5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">530979</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8168">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44498</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Tide</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ba8089ef7c375f3c984f07975eb284898d57f3f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wMYATkanaMX5FH4GMVZ4E</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10693">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/325116ba76c4b95846013db852a3d7092c44ec8f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LPvNsd8x4vqhqvy67OQCe</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seatrain</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">741</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/490">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'canadian contemporary r&amp;b', 'deep pop r&amp;b', 'pop', 'pop rap', 'r&amp;b', 'rap', 'trap soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6048457ae7a5f74e65aac048eb80b77d586bb47a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dvsn</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">618516</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e1ICztHM2Sc4JNLxeMXYl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6357">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303631</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amos Lee</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QrowybipCKUDnq5y10PD2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9892d223b440813c761fda83886eba2dc80dffc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'lilith', 'neo mellow', 'new americana', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7444">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Doughty</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23070</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d556240c7303748d8a7c33b6a313e315526e0f7f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GiYUU4EMCOMkpaDD8fzDR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6755">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92117</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jXQfCP0xRnnind08ie0zT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sorority Noise</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63de7da20035abb798dc0c8b3e7210e0df7eac31</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4181">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Greenstones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76PhCwJcbsLpz0qqsaJBV3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89d23ee815730e6da3ffd4cdfdb8554ffb70bfb1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3883">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbd7c4aebcfe2773ff8d5f791ccb8e5d6f629c06</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'merseybeat']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3895</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandy Posey</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Xh0e6sCvMXJUNVa4oynvx</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2298">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'hard rock', 'mellow gold', 'progressive rock', 'rock', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Styx</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4salDzkGmfycRqNUbyBphh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">772094</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc444d0ab1d2f3d5e82a38db3d02d9b9a50e737a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2445">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'christian rock', 'glam metal', 'hard rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73233</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stryper</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lE1ly8K8H7u8k2ej2plvv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc8c7aae6579be86915b60d6c3e415f06cf039c5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/794">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Killers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4775031</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock', 'modern rock', 'permanent wave', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a841f0ee4f2d88c42f55f76c2cc6b588841f5d2f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0C0XlULifJtAgn6ZNCW2eu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5908">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QsUbpxSE8lCZ5ga5rnD22</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33862</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddy Arnold</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e818a4bdac8e6d8cf914a552c9c0e07aeb21bc0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9562">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PFR</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sN4gtyVr2MeWXHCjQTey6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'deep christian rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4073db9e0fc52f9279dc916084a0adaaa6503e65</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5570</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6249">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerald McGee</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14ppbhRSW2OfLKmOudTnZt</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10999">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/638f1f4eee97ea9e534c4ecc3c90dd20558644e1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Mitchell</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dgYLAyKDaPKYiz3GRWtcF</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3531">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OzPxKCB5R3MLxvkdGN03X</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Climax</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2847</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f546ef5f8f36cea7f724b60b99bb17129c10a3d9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3145">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15297</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debby Boone</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UkHCANZmdkKyVNvTLMrcJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22eccd8cfa125460c28170a36c2c063fb01b8efb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11054">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b56c8bee8d8e44ee0d0c8978a2799a42c2822ff4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lALEaMb0temKiSqMl34hf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gold Country Nation</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5837">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Naylor</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4imGUItg3QaBnZoRAV1QRb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/958bbacea91eade75b62ea498b370109ed4d1320</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3924">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anime', 'j-pop', 'j-rock', 'japanese city pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xCdTZ5Wu70H6YwsmpgmHg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d93e5f82945fd003625b01698076dd51b0b0ce89</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64177</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">THE YELLOW MONKEY</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anime</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/12">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hlmm7s2ICUX0LVIhVFlZQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gunna</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1298099</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec9841f2d8fd9f9a21dff3b2eba8c790b255b3e3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6089">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ncg3TPqFL3bEaMLjYeK1D</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af52b731120482fbd2af09b32f08fc84cd064574</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Poppies</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10583">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Sinfield</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B43Ac22miApr6mV9ITMJm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a2c84c4168dea931116cedaf8ff3c54dcc38b7f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">476</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5276">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Fagin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be33054f00b24d5678c94de62cb957dbe9312c5a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">805</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uHFuiwBAwAVGXml2UIjKc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4864">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hip house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oZwvxvXOK7NVV6iqExiU5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juliet Roberts</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">429</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b7b360d243d9ff5922999a0edf4807a49b5e200</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/165">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kygo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5354354</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'pop', 'tropical house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1caaca2be637b0c56bb0ede637e36a8bcca149d1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23fqKkggKUBHNkbKtXEls4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2007">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ijixrIqFhfUjpfNLzniAT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5f2b2598e0d282a01abfce301e42c18dc39975c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buck Shot</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10778">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12281</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sXdMnZeR5MsLKToZKpR2c</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elmer Bernstein</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75dad3e10285cfdd95990216eb497a38f34f3f2d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack', 'theme']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9585">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10823</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'deep contemporary country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Davis</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rXeRTogAKT6xqOLyfC7xv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfcc456014241c307087562bc081d27da18bb890</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4021">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">733</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King in the Belly</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1W9gBSPeYWtOy4Kbgud1R1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dec1a1a156f571d75ff1678b0e01121f6081a891</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2642">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'heartland rock', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36595</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d31a258ee01581c95b78169e718cc75c80d6349</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MOoTIFOvJ60ATvyRXPPXg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cock Robin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4184">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitchell Ayres &amp; His Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HS96tPggl2nwiz3gNWWI5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ddd6f4875c172f80c611109d62b99a2f2374795</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5242">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tdO7d7r0vhwov7RIZWH6V</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d075842613ad104aa5d7a9738ca0c255dd88827</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitch Ryder</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5506</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3888">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/579be04a901c33609799c41fcef2be41fb39d8c9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1320</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'northern soul', 'philly soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bunny Sigler</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wyNEslyuNURfltXmivNeg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7276">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TZ5t4kclsmGWHqb3mGyha</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46824</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cassandra Wilson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e104f6f7a9633eec9525db6a9f2447f00192baf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7838">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sX1MkGoDKuMzzhaALPFyZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b931b13665751f5f646c4cfd473fdd9400eae8b4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'roots americana', 'texas country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60113</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Boland &amp; The Stragglers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5917">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bcDOCWIbvWApEIB7l1uZ4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14731</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc3ac38f0a08e4601086aaaf44e8f9130a8dc58c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'hard bop', 'jazz funk', 'soul jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Harris</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8491">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-idol', 'j-pop girl group', 'k-pop', 'k-pop girl group']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Girls' Generation</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Sadg1vgvaPqGTOjxu0N6c</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43f07dafea4f8ebad9cd5fb023db9d23f77c4140</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1327418</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-idol</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1092">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7G6hXrjGpi6I7waNl4wxAk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bassline</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bassline', 'dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop rap', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824283</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8a48dd66904570087b66f1196b900554aef78a0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Holiday</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1705">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101606</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brand Nubian</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YyZFf9ZN2YbkqeZia8zHX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'turntablism']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb4140236f5c9502a1e58629a01677a80e510913</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2070">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1364949</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf860c0e880d74dafe187f732c0093af95fda142</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'europop', 'mellow gold', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zuJe6b1roixEKMOtyrEak</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tina Turner</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10243">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Coffin Bangers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iZhT4Zjyhga9eBizZAjuB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56ecb1e593355d07745ff85eb6351385abc97f3f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6764">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Minus the Bear</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YQBN02bmZvwGNrrWsg2sT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b0eb832a395d73902e7ae25980e6ba2a59be747</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146583</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'dreamo', 'emo', 'indie rock', 'modern rock', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8567">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124039</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZQEU2arcWXSv3oz8hwWBK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1984996e9d8dfee0cd0723fcdbb8c6294c09ce7e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CKY</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10568">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kYd37riIExqdm9g0juqGJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'folk', 'folk rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27449</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandy Denny</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b98e383ffe0b4832c7a14a5c1d35299e2a4f85fc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3227">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71151</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Franks</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'jazz funk', 'jazz fusion', 'smooth jazz', 'vocal jazz', 'yacht rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2a1c8bbece3f1c9e3d697d7f126ed2892b8c279</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AVE7rDx4X9w0pW1XlN1om</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7668">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">737589</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Religion</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yJwXpWAQOOl5XFzbCxLs9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'punk', 'skate punk', 'socal pop punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5790dff250a31906e8c0b23c11a38dc3515ec159</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3867">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OlIFruGJ8460GJustxEGj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rose Garden</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">357</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/447045a57665ace7bf5c8eb7528d18a22bf8da12</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8750">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63zoZel1NwaG2CwLHdCA9v</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/740d672a5dbcc2edc72131188b9d378e3b74343f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9633</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PlayRadioPlay!</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9892">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debbie Deb</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'freestyle']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24b1f666adf3ce0b0fb6c2199d798e8fc241bbcf</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fpDcOSlkE5VVZdL6BEczL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33024</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10604">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'folk rock', 'psychedelic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Reid</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12fRdeKejG8BBzybGf0ygk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d872adc31eec3dd5705d9b6a04eafebd49cb0113</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15250</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/493">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yJCxee7QumYr820xdIsjo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zac Brown Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b22a1f7f84208c3e0225934b8061cf9a6511d2de</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1689151</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5380">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4765</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8e9feb8f047f25bfe76dc5a0ef66e08e732bc6a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'dance rock', 'new romantic', 'new wave pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dollar</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AvR99Z6y7N5BWF7VdY3bo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6970">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a2d42a65768ba6ffdd90158d8df8b2ef9cfa87f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">362652</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hxDvVq5t8ebPYPdBl1F9f</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">HELLYEAH</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6889">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kentucky metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c91029f25378ccfc9cf5f7274af07b7f65416832</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kentucky metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96849</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qrHkx5cgWIslciLXUMrYw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Knocked Loose</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1781">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'garage rock', 'indie rock', 'modern rock', 'permanent wave', 'pop rock', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">960442</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f9a6de96397097f0a717bdbd4b15fe9d97ca5d0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beck</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vbKDsSS70ZX9D2OcvbZmS</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7663">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4a528ed2c482a786d0e67c35456cc8bf680ec3f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Throwdown</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18jFO6Z2Bpdv5jp8mXfChN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44219</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'hardcore', 'melodic metalcore', 'metalcore', 'nu metal', 'rap rock', 'straight edge']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3936">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british blues', 'british invasion', 'bubblegum pop', 'folk rock', 'merseybeat']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lHC2EQMEMZiEmSfFloarn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14995</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2afb763c73b7bbf623a484ef19a42c1bec9500cd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter And Gordon</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6710">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6114c71bd22fb55fe4a25c830714a2ad25b6d3f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53cAPynhUIC5WFgPPfbp2r</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44595</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'dreamo', 'mathcore', 'melodic metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">He Is Legend</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11488">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jl86Dx6ihSFm3xO5hbmpj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.E. Taylor</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c60e962e4c70cb33bd665e6f8daacd1176c63658</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6798">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hopebeat', 'indie pop', 'indie poptimism', 'indiecoustica', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f21b47817d576b0512d9fdb983f81f243e98f29f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hopebeat</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6R664N4cEza3eORSqKSgO4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colony House</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91034</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8552">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'chicago indie', 'experimental', 'experimental rock', 'fourth world', 'freak folk', 'indie rock', 'lo-fi', 'math rock', 'noise pop', 'noise rock', 'post-hardcore', 'post-rock', 'slow core']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73470</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tortoise</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a564510a095c07197ef41fbc2d0d05914776719d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WggbHDpj4rPKbL97zG5MQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8570">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conor Oberst and the Mystic Valley Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20363</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">omaha indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BoOe7KEtWpXqnfs8yaj1V</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['omaha indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/366fe209e9e781ee717bac299227d3e2013dd790</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6802">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f86a786110f444087bb568b10870c86d09bcc361</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['meme rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">473231</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pink Guy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yJnBqAoRUNeDabdYoiYWD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">meme rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3133">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18965</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enchantment</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f8IcmSWG7IH8nc8u6vjnt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d71779bc5e0680e4bb85dedcbd74e175dcd72a38</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1743">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8488</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZqXK2gIDbfE7aOvkNObPW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9304be7f289f40bcf35c385a18dd21cac058c1a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billie Myers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9624">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/767f6686c1c0429f0636494286603ce44c811637</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap', 'gangster rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crime Boss</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DVygLsRhsG4CGSIw7ZMZz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20756</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9136">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boysetsfire</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kw9NLPmn9FdQq0gAIx0Bj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'skate punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34959</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6bcbb413292ca85fd421cb86968768673c0383f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1585">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d242ac9d8c7a93c021e8d61863e98d77386cb0f5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'hard rock', 'modern rock', 'nu metal', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UazAtjfzqBF0Nho2awK4z</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stone Temple Pilots</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1716077</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9699">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ff46663cdfb683e444a688773d1f505fbefe24c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7605</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J0RCEBmqRMyjCKTzn4oEm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heavy Young Heathens</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1144">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447218</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BQVRw9md4UKcGUrDXABCD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracy Lawrence</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dab1e14fa725758ea71912d3bfde00578f479908</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'modern country rock', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1927">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Carson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e9072707a0264a4fa46975efd6ca22bd12f4415</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1THO5gJEaoKK9ey0aZbCQE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11235</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5591">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41810</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pgfx4K1p1kT0RewXjmLfk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic schlager', 'easy listening', 'schlager']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic schlager</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96c3dc48289d486bb562a61f2aa6fafcd6c4ce3f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Whittaker</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4843">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3494</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cRFdNxnZw5IYKn8MnZ9It</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2ca20274e7d27b03778b50a52cb9ded17a67ee3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'lilith']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Murmurs</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2930">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcfa4732974fc91a3efae0bc0d80b822a7c1ab4c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53I5L1MaOYGfbRM1uZ80xg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">749</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terri Gibbs</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4166">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gOghlWpnfwGGip7S1cMuq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3035</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob &amp; Earl</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a9fd1759c44f62e0c4299e0a3a47fdf4a3f045f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8561">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kasabian</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ef02a528dfa5496a410aa80e8b0316574ca95b7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'electronic', 'garage rock', 'indie rock', 'leicester indie', 'modern rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11wRdbnoYqRddKBrpHt4Ue</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1168533</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2150">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DnVOxk0eGop0cUKbWsP6O</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Me Phi Me</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70b801726cd56aa84c954ef50dec5e39feefc93a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7024">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UWifcscEdbjPgmbevBxZV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63644</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'indie folk', 'new americana', 'outlaw country', 'red dirt', 'roots americana', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0058fca5399b011ee48ff173af4aa98212ba1877</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hayes Carll</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5611">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">423</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5860f64aa51778a04c7bafa50d7b2b53f4ccdaeb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brother Lee and the Leather Jackals</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">stl indie</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RaPBAUuBDGgRGmYtxim20</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['stl indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6822">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293842</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Attila</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bf2ed401cf95b2f14fbc59e7fc752e46f6c8a73</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Uv5bceTJ2h3tLlssUNDNP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic metalcore', 'metalcore', 'nu-metalcore', 'rap metal', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/484">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L8ExT028jH3ddEcZwqJJ5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'funk metal', 'funk rock', 'permanent wave', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b2072e522bf3324019a8c2dc3db20116dff0b87</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11324218</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Hot Chili Peppers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2937">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Hd38PVp634oGEb9pIDs5d</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ca88d702ba706dcab44e0c820bc63d6e92b0fcb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44698</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Gibb</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5321">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jkhwa4XMe9XSt1r0AWNqD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contrabass', 'progressive bluegrass']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contrabass</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f3000f8b92afc7fae3b79f5e12ab2e652561a71</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16286</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edgar Meyer</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/563">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Costi</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['romanian pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">romanian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2511</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6821588e3b0e0ac95eaef24c262d6cdec2b46f80</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nlhxXs2Lgr8nH98jC26pw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7174">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">962965</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'melodic metalcore', 'metal', 'nu metal', 'virginia metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18b1f011e7d812abe9a9a2852de1a03bd4bde2fb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lamb of God</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JFsVIxOn7STeilPICkkB2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1268">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AllEJE7mVkhhyUV6DjqPz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129523</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D4L</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c0e6450f325451431ce7a9937ab6f80427e9443</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5264">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c5c6132e8c067bfedb45dd907c4ec96725a2008</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6164</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fd8mrtRK863BrE37LgITd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rough Trade</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8000">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277439</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Vai</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4358e93996bfad4cdeead96308f0cab5f1207c07</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32Jb1X3wSmmoHj2epZReZA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental rock', 'metal guitar', 'neo classical metal', 'progressive metal', 'shred']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3452">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mandrill</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'jazz funk', 'latin afrobeat', 'soul', 'soul jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RWnslEkqboHbDg0OUabe5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34177</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44eb03fbaa05bcc91a4abf2974959f5c9eea376b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8336">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5904</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Webb</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'singer-songwriter']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7f41195a510e79a42831997b4d9582af827a77c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YJUdunUDA1pTDxJ8AJlyB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/225">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2096374</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beach Boys</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21d36613eec63c86c1babec16fdfa8635ee63625</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oDbviiivRWhXwIE8hxkVV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'brill building pop', 'folk rock', 'psychedelic rock', 'rock', 'sunshine pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9586">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FUYJaV3EXmjoyBK7tC6ZF</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10895</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3fbc17afd2c16da8c6386cd2e66defbbc105be4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mad Skillz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10952">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julius Wechter &amp; The Baja Marimba Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AsDOYlAIyneJrRUikY6WV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3072fabf6f313d7269f3682075a731edb32e7d68</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/156">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8e28a81feb9baa0fbc3d69e12587755745a122d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14211515</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YQKmKGau1PzlVlkL1iodx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twenty One Pilots</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2952">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bIAlWmWIBUUijORNiZzmr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd8f8e3a2f2aa008b7d1e8a66cdf33f12601622f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">McGuffey Lane</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">530</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4407">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wp7cYNFjMgSHBDdla5aC9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rock Heroes</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6a7093764f044e84b7f09536354c92441a0112a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6713</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2979">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad9bd428f136c100b76030958a11c5dc7e4a6ace</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">510526</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ted Nugent</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21ysNsPzHdqYN2fQ75ZswG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock', 'southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/693">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nile Rodgers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6511b1fe261da3b6c6b69ae2aa771cfd307a18ae</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yDIp0kaq9EFKe07X1X2rz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53204</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4680">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6575e3bab8698257e47bfeaaedca541ba007c4f9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Collage</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1031</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2X3YB3wL4fGa6cMOzHpnkT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10071">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Long</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SJt67wYCaKq6TTdqiRwFv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4954</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09560fa148567fb802709138f659effdd1eeb697</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4203">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99ae098dfd45cef4109efca6cd03aeacc8518882</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22JdJVovP3pV9XkGTih01c</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soundtrack</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30873</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Game of Thrones</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soundtrack']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6633">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d34cb8d1903094a17b86d743f5d7bfe6329939a8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126315</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Greene</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'naija worship', 'praise']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22JNV0JWTJkY1qzKJhxdRe</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4016">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Vaughan</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bgyxtWjZwA5PQlDsvs9b8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c458380e0442aa957795d9df4dc574f9aa7de157</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350483</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bebop', 'bossa nova', 'cool jazz', 'jazz', 'lounge', 'soul', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7152">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timeflies</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dC0rIJNLSFZwqckLgXJ8p</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274349</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b81e5fa38ce9af63d09a5e93f8524c42f6d02ea4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'indie pop rap', 'indie poptimism', 'pop', 'pop rap', 'post-teen pop', 'tropical house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11199">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ce178c46d44984f57b7dd475cfef8172861cdda</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Rowland</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1098</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ipGLKpbyUOKFaji4MY19m</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10767">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brooklyn Bridge</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/619db443d42de54c7303099fe311cf31b3db561d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GCr2mkCaB1ZBHmAZfsvwh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3267">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197591</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Sedaka</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5N6GwJzOcOY5kv8p0NjhYL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'lounge', 'mellow gold', 'merseybeat', 'rock-and-roll', 'rockabilly', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/131c254129758c4951b09c4ffc07e5c09a7dcbec</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3318">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21311</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billie Jo Spears</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75828a8548bf92d4a53a70ff3547fec4fc27793f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Xt0yrWeurmp48fodXqMWf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6136">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Hodges</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HVlzyrBgxLLB6DYb8Ffyg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f31ac52aef6a2e4c15d9d4315984b1e0e005fa2a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5009">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5axa2hbZnvT5TP2IFLXoit</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">601</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kyper</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f34751e9a7d9beb07ff94723d225410f3c58cde</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1068">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joshua Radin</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7omzannyG2lfDqP5xyZo34</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae12aa8ec32780ab615deca2968bc9b2991016ca</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295736</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'indiecoustica', 'neo mellow', 'pop rock', 'viral pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3737">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mvTAjG7rcyk7DQzLwauzV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113394</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'melodic hardcore', 'new jersey punk', 'pop punk', 'punk', 'ska', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/506174f7a6152da14233890c90afe48002f3f994</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bouncing Souls</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5465">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fsRdlcIqvbGBlknU3wif0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Berman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1357">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5463b27334e1743de80eb8f94aa4864c1e95aad</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">679515</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eAOcbAXIF4BmbN6E1QIlw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christina Milian</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7063">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'chicago rap', 'deep pop r&amp;b', 'hip hop', 'indie r&amp;b', 'neo soul', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07d5etnpjriczFBB8pxmRe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242435</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44b2af225e5a8f0c215965d542e8ab9d00311b5f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BJ The Chicago Kid</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2344">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134402</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vRclCt9VnNhYIxFMQCxuM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Milli Vanilli</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4dc58f9631820362dab315031d6008c27755701a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10777">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2d422e2d8a366862ada8b897aa7d293a9e2ca29</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Fielding</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">679</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'space age pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gtQ1qOHTbRCIPPlxf4J99</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5031">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faster Pussycat</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FwGBBwUviGVIeDIByO7u7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110776</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/199a6a7c2687a03c8638dcf6ae104a067e4ec252</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10719">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb5a9f9e382fe6a2107fcb243fd86bd6c59af6f3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CPDvRMU1VZcPlwoCyKWZ2</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'psychedelic blues-rock', 'psychedelic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4767</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keef Hartley Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7029">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hyphy', 'rap', 'southern hip hop', 'west coast trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf4ab735b9233d8325fd5f17786a1d191143e271</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Berner</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lrtGWxNXWjd0JzDLKXubI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150231</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3618">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96dc0eb644f50cb20363c23f0a58765b2c85eb9f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44339</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Paul Butterfield Blues Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kz7WuPaUa4QVreP27I33i</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'chicago blues', 'classic rock', 'electric blues', 'harmonica blues', 'psychedelic rock', 'traditional blues']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8677">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bVL3NrrQUCtBR1u8soLtt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39989</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e07b992b6b165ac7a09c2bb6b50e931b10f6751f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sound Of Animals Fighting</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1510">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99443414f1603cb47d783e1974148f3cb1de6f62</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LIJJJkO7R5RasRwt7xIn5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mystikal</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">315454</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'new orleans rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10729">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martin Petzold</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OptuzU3Zw9M9O9DYnujUd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2122d624d6184e230e058b13cae1f0bba9d70f39</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4960">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58947e82b906d8e990e102b9e90c4595d3699f75</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4A2PoKcht1sFwsOg2wBJBZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">844</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laissez Faire</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle', 'freestyle']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6224">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Crystals</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce8e36caccc0fe528b69eae944e3a200ff46a788</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54204</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rewR1TVjhisjI6gauUamf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic girl group', 'doo-wop', 'folk rock', 'motown', 'rock-and-roll', 'rockabilly']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6264">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48c6e08159b064d77bf1f049bc68c3fad788e097</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ginny Arnell</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iJms4nShlImXlRej1jmew</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7899">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">José James</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e89bb4d531b8eb67bd81ce5968b9879833b56d3d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4l2MwXYwUDQKHcUXwCZjEz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">belgian modern jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80874</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['belgian modern jazz', 'indie jazz', 'neo soul', 'soul', 'vocal jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5864">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wind</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6dadb82214a3e8770fd0c57f604be4a364e00c8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113csPuQHzoKzjvFergMqO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10162">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f9e9c664330374c6dc8164c0ca16210a5772b78</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Domi Oxo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lSYMQK7K5iVQDis3PzgCk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6796">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tycho</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oOhM2DFWab8XhSdQiITry</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">499695</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'downtempo', 'intelligent dance music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b8c0fb480de1705f942dfbe53dda278280d335b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2463">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Siedah Garrett</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2e552fbf831fcba1c174510fe5b15778e9d24d6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EVlecngyrLHfQUqFMpwkT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2930</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5340">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'rockabilly', 'roots rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockpile</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eBRIkqBA2GyYKzLvXD9a4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/783a9473d405a7dd8f0340b70740c341f628b24a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10865</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4576">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LlPal5iJGcCWwZp8VefVs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/625f7b817f1050e8c63f1adcd1796210efc9d937</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City High</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18885</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/523">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b8bcd3c4f4c044e2b330d3f79adae16c2dec8de</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jess Glynne</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1724382</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ScCswdRlyA23odg9thgIO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8709">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57e19bfd41ae80fabc24fead1cdde1711776043b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 Pistols</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18012</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JBMlJmJpOk87BZTdbYSHD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6916">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deftones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1382764</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/662520c52f6295e66124f7fd346204a2c08f4e4f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'modern rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'rock', 'sacramento indie']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ghvu1VvMGScGpOUJBAHNH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1352">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hoobastank</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'nu metal', 'pop punk', 'pop rock', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/219e0b3dd4fe9e4b19d871819da82bfc51e464ed</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1215844</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MqhkhX4npxDZ62ObR5ELO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11361">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6915</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b6c2c356b9d354c1aeddeef627087cd0309fb09</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vLVxKPowMj14Ou1NNUxuc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of The Motion Picture Rent</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5857">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d19693236905f2d8537b00a325745b6db4e9de70</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QUKNp0QR0SOSmYjoROBKR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lawrence Reynolds</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3946">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f402a6f11640da67e60e19ae7c64b472929f80ed</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3i9hP422d2KMjaupTzBNVS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'british blues', 'british invasion', 'bubblegum pop', 'classic rock', 'classic uk pop', 'folk rock', 'merseybeat', 'protopunk', 'psychedelic rock', 'rock', 'rock-and-roll']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spencer Davis Group</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126515</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7542">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gRP1Ezbtj3qrERnd0XasU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2087501</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bc09895bc000861735829097846fe2775bfc192</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'tropical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camila</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10155">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r2lG8Ui6vGHAgsKlE8Hd8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e3847997b96a58181087edc22c45b829cf0df49</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Shelley</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7321</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3837">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2acdc1f530d1a9e4868a6bdf9454199a41df7bb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101304</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'funk', 'jam band', 'modern blues', 'modern blues rock', 'roots rock', 'southern rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YwfENKEZrowcmtR1nALZn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Derek Trucks Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10654">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/228c69a44a389d343d6e235c0ebea459ae59c728</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TKG5ccuWbCK7t1ORQ2H9T</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luis Gasca</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2487">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Warnes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64291f4994df9512a925282f6b378dcc407d4d55</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BwHztAQKypBuy5WBEdJnG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'lilith', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30929</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8034">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10804</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Marie Presley</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f60ac4d31dfc9a5482ba5248ea4d46f0d9bae293</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JZsGhTI51A9ybuQZO07wf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10743">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1k2oZK6KxhxnNfuCgYTDYw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c42aa410ef48514f690b72e9dd937748a64d8dc8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast Company</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7680">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64250d42628c8e646a78795ea03fee7983a5b5e0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian deathcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Impending Doom</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60670</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian deathcore', 'christian hardcore', 'christian metal', 'deathcore', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sxW2BJTemkPy8tDeO1s0t</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/758">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gotye</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AsusXITU8P25dlRNhcAbG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/713664fded8bdd28ed84f4b2054815af92999b9c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2156985</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6776">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d8c760cc83f1dc99fc033e14a247b52cc02613d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sturgill Simpson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">292018</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vDpQbGnzRbRVirXlfQagB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative americana</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative americana', 'alternative country', 'nashville singer-songwriter', 'new americana', 'roots rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5426">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14765</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'ballroom', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/854d518f422f015504592b40298cf9a1d7a871db</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sLpCr5xThZkGHLw4H0mNE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101 Strings Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2845">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kvy8do7n0qVqvlNFS4yOF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e8e3ab3eb75dde55f8215583d1429bebd61576f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Reed</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155772</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5050">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Library</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">288</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IkKvcB77pnK30tY65DGGv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/409cc65aa0cf1030632400e5fee1c5f19d69bd56</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/526">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Ink</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KZDXtSj0SzGOV705nNeh3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2220411</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23194b9b0ae1650926ff4b64ac10857e3d897580</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10688">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FUVjiQYDyI5BH1EO9dqb8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2178</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/388f0f38a00692549d90c3a3bcc4133f2f657bba</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Link Wray &amp; His Ray Men</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3504">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro swing</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25958</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VvmUsYPzFheK2wJGKcXxp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro swing', 'nu jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e1a0d4c00859ef34b7fb2d788e9cbb7d47200c4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Correspondents</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5114">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f3b58b1fb7ff93725dba3fe4666c9d19ba68139</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YOWJjsmqQSRniUvUAyieE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Other Ones</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1331">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84c84602003b46363ce66486f6f841c2aff22315</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Simple Plan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop punk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2p4FqHnazRucYQHyDCdBrJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop punk', 'canadian punk', 'canadian rock', 'pop punk', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2149458</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6322">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coheed and Cambria</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">395960</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3utxjLheHaVEd9bPjQRsy8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5e55e1705a113e24c035c9820db80474ac2db45</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'emo', 'modern rock', 'pop punk', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2782">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57bUPid8xztkieZfS7OlEV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">886609</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Supremes</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'disco', 'folk rock', 'motown', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c5dc3f7b4569a7727a63a44513c7a602b72da44</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8650">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kgHtfY7ECO4JWbOpXOu4I</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/623ad0730e523b2b57d15931b187d4b91cf0ca09</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Waters</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33283</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz', 'smooth saxophone']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9789">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Gatton</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IiBarn43LaqM1QInB6G7M</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8292</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aac8b073886dda997ceb96eb3541c1be1f76dcfe</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7047">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52847</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Yorn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l2EAkfckNPYZbEDbQtEkO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'neo mellow', 'new jersey indie', 'pop rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e08d26b288e263c958e0cab88003fa4e1a5520b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/729">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XJdV8h0NLbf3CZdfwX3lg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lord Flacko</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7501">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19520</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36gdsrHzKZ0Wyb3uH7ZbEv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Braid</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'emo punk', 'math rock', 'midwest emo', 'post-hardcore']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c588198186a31cd130a066927586fac724e29844</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/98">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roddy Ricch</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504080</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1648be767a172c9225d46eec363ea96554c6d198</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">757aE44tKEUQEqRuT6GnEB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5073">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Replacements</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative pop', 'alternative rock', 'anti-folk', 'art rock', 'dance rock', 'garage rock', 'indie rock', 'jangle pop', 'lo-fi', 'modern rock', 'new wave', 'noise pop', 'permanent wave', 'pop rock', 'post-punk', 'power pop', 'punk', 'rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WPY0N74T3KUja57xMQTZ3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c80a3a78951958f753cd7282bfe16dbca741258</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140745</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2224">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b4ebd6a615821151e4ec536226a80603c61a417</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1358</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OQkm6IvTu9MeHkGQQ4cSK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cut 'N' Move</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1203">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cantautor</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/321c77a4f99c3a0c632c6407ba326588996aba7e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sUrlPAHlS9NEirDB8SEbF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3382318</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cantautor', 'latin', 'latin arena pop', 'latin pop', 'mexican pop', 'rock en espanol', 'spanish pop', 'tropical']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alejandro Sanz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8886">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BGy6V0F3NeUaHwRihsubL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/896db80e641b26a0fe9100c6bb9d3b9752f46a68</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plutonic</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7288">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35142</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jqLJvBYhbA8qNe37kbSaU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Jenkins &amp; Fellowship Chicago</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e0fa302b51092360fc4c17330e59e4a6d8360fa</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/668">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157377</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c946676e02c4810540256d4dc555a117ee1e2ff</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iqStkZi6QmG8sgQZQrfGN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danielle Bradbery</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10894">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">626</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Jazz Big Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/767fcd61af7e0d1087dfff5a32ddf5bf8be7c7af</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yL7xXRbPb3XXYjOd3ZbsJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6150">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Dean &amp; The Chuck Cassey Singers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kOQ0O2NqynzI7GoOcoSoW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2366">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic norwegian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13000</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6H0YoV8pMik8ovVyM7aZ8m</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic norwegian pop', 'norwegian pop', 'norwegian rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b947c217d0d16b28f8eee091bcd638a2c1c1f0cc</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stage Dolls</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/685">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XcCT5MPlQPWFTJyzXbfuX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maejor</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74129</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27e78de71e791417dbd389ea43138f7b9b8f9a00</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2267">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pet Shop Boys</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31f687d07947ecb10d8b8cdfe16db074cc1c87e7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ycnb8Er79LoH2AsR5ldjh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'dance pop', 'dance rock', 'europop', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">807742</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6247">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdacb18b688d2d1de488b7ef17897f1be790c032</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scott English</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0o5Y1P7CE982DXxW28v3H8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8166">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['west coast trap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ecbd094634e450c8ac74cf88519be89a3c6fb0f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TC1Dj7qy98gBriJdOgDMh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21856</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">west coast trap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glasses Malone</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1539">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'new orleans rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Master P</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475052</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zICaxnDB9ZprDSiFpvbbW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1e9e07e5866f67d1e53515aa488d1d46883ad1d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10553">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6O2r6FHJL6hRJxBI5TUn0K</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61d8270a812b1972b8dd7a0def8b463ddef90cf0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mothers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10974">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">534</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Buddy Holly Story - Original London Cast</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7044b3ff7102cb36a3fa4384f30c188cd5fc523</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FzKQZorPbmMJbkXrZaysm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1427">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cwlhbT6PnscdmUYCLUJsa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108576</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2ae448d2c71ab1a934cd49a2dfcbf3e6c1290a9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bone Crusher</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6444">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Xk15jHKly4c3AhPr5vjoA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143424</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soundtrack</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99a6958df8dfe17c85eff3ac7d2aed2a87413f72</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Silvestri</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soundtrack']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1397">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/133d10e5a0b80479149ca5f38fe0ac2e5fe00462</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaries</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hfPo38uVGaKcxfOpqJwf8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9702">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NF49vAOfTRgDEcjsHx9Ak</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greg Saunier</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24009d591dbf50994e02719b1516b74e84861af4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1686">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everclear</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">446905</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2e73c0db6a3b6ef190c602388bcd040686177a2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">694QW15WkebjcrWgQHzRYF</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'permanent wave', 'pop punk', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11122">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57606710b9526623ba88383dc282416c287ad2e5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QDerZemTYTDqImkqjcBA8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard And The Young Lions</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6324">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93294</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Sld5LOPbAm1QSq9U32fFV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d5f2ab012d761f8400334decc5509ee27e3c455</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'classic rock', 'country rock', 'folk', 'folk rock', 'heartland rock', 'lilith', 'mellow gold', 'modern blues', 'outlaw country', 'pub rock', 'rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Hiatt</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7940">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1646</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cold 187um</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zzbUtGK3M7oAGRDD0vTY6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/401c20e4b6a3f2e8701b4caae6f487e11d0571ce</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3083">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5349004b48cff3e88dd52fd870485ef6ffa07c7b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95215</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock', 'sleaze rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62olK5zZHSgFUXGDykgBL8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ace Frehley</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8610">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363045</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0ac40e59135f05b3db0c3af32aa890b93f7dc10</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dope</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fWgqc4HJi3pcHhK8hKg2p</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7733">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58432</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tGG1slV9pkcydU5eQSIvm</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stray From The Path</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/668f04e0b8c707a05b88f3109eab797f5574df12</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'mathcore', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9191">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5975</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12be6Vj2WgNyx4x6vuGvhy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4742afc832ea6498208d3a1d6250569bb62175d3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'cosmic american', 'country rock', 'folk', 'outlaw country', 'texas country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flatlanders</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8962">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wM8eTlGUeleEqowJc2iiZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18705</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boys Night Out</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian post-hardcore', 'dreamo', 'emo', 'pop punk', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c52feb5423a9dc4b5f79810b594483ba6a303d08</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian post-hardcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1513">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef2e84e31a2202e25ef3f8fd6d7eac2690637cb3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48707</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ihJnGEjNnbM6uuTn3RHMo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darren Hayes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5689">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff5efc72a695872fb85af5472cc60c85fba70ff4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7c80rSls3eKaRiZSSku2O7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wackers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/551">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Easton Corbin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/766c6e1e9b9c971e82da95f3fd2cb73347848a2d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">070kGpqtESdDsLb3gdMIyx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552758</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5669">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1252144a059449c9d06889a409d6c59abed9a72d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earnest Jackson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pXRWt2xs9uVuBO2n49jrm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9127">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lWP7nrnwtWJFOANMDz0GJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c945f0c2d666948595fee011d5225b9060aec4f1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Regina Carter</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6054</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz violin</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz violin']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8849">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">265305</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f42c08ebd98e3df8c1549b172a911f1c56358de</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RJD2</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1O3ZOjqFLEnbpZexcRjocn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'electronic', 'hip hop', 'jazztronica', 'ninja', 'nu jazz', 'trip hop', 'turntablism']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/659">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HzKw8XcD0piJmDrrPRCYk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c10227529102df709721a466314d28ff17a097d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'pop', 'pop rap', 'rap', 'trap soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422891</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Majid Jordan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7215">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryn Weaver</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153302</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef87a4929f309ac208c1bce786d53295fc8fc67e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie poptimism', 'indietronica', 'shimmer pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MuFzH1J5I6gGFYo2qhZmX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10533">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5177</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JzA5RES9AMM9bK3oDyulT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15b8e9ea6642a2a4b7109d414a3f52b473304fd0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Headhunters</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/205">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d947dce93a6f48a04f3c8c60a8b94cfccd6ca51</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7d3WFRME3vBY2cgoP38RDo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3003157</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Skies</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1169">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144270</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hellogoodbye</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GH0NzpthMGxu1mcfAkOde</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2ad1a0ed40e53e08245801190732cfe53a78c0f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'indie pop', 'modern rock', 'neon pop punk', 'pop emo', 'pop punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/590">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">urban contemporary</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EjxNoVjXo7gL73F2EdXVA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Empire Cast</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84fa0995a005e8a82c66cdebab40b6a2b5f0b669</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">555102</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2955">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Babys</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'classic rock', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8765f3bf180cc4d562f156717c56aac4ed8ed57</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6z7wrwE2QW7Keb9ozoF0rg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42621</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2607">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Tepper</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T1bhiyED6hokaKTechcKI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb1c66b624e21178eba7fc439dd20d0867c51113</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14853</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3032">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e6d58588f44c09c715ee3723c831fe937d33958</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Dd6jD1AApgtNoU6SJWR7P</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anita Ward</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49911</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4470">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61fc38c8463cd5d76a794b09cd22f15fc2b37d4b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11624</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saving Jane</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SFVchRRMmFuOi3Azi0vTo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10118">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockwell's</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42a16c280a7b4780583baa6d7c252de47727f7f3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FQx9F0DQuBspYmO1oJLu2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/906">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84b9621889b877fe1fde07b7ba00e3e310dfc3ee</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305249</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64g59lHsc4g2jMFokrKDGW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">My Darkest Days</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3956">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Innocence</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SqlIJc3IuOPjoqyOaFa0H</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acbec62a12319b9c4b72133b81869f3a994ccdb5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6857">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9eb6b0105b7ddc30c357b50282901ecaa75f3df2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5L1SdeG9JS8cmL742IYBIy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20388</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sully Erna</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9529">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d44b1a8a0d45c827ea3a2e5cbc2982d79e5a0b1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76vZk3TWaVcNiP7H7in9fu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17703</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Space</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5560">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Graham Central Station</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29323</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OGcRXAY9iO4egWiIBqX8F</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9329f7d8ecff29df93769d5cf513ff8e924e3483</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10507">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CyKlAhkI1ztihZ5V0yx6s</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical flute']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean-Pierre Rampal</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38cadcad6258de45187d9bb2ee1a7991183c40ce</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical flute</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7905</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10901">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'entehno', 'operatic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nana Mouskouri</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a793260976171b7358e87565cf911c9f03a0ac6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94918</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6p7iFdv6Wn9iaS7AwVLvod</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5429">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T07u2FWo1OtjuDreAW39d</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8631740fc800f2490171745b47765e3a853d29d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bandit</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9074">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19297</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3up7wqUGMUTm0184V57RTH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Probot</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/489aa21d98eeda1d39da35d8cb1f8496903cb349</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4659">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14217</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DERYL DODD</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gnw22IQzAxBO1nZWLv67M</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'roots americana', 'texas country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84410da6e77fa45ab3535b42ae5c174c66307562</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8436">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Harper And Relentless7</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rvRbKEVG3blb8mbUlo8xR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a290b4f9af1c87c1023ee8a13661f028ccaa5a5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22176</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5188">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Animotion</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da8f210ed81fbcfea186275257c244e4528a1f7a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16946</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eQHjJJa52LUGjBKP5UPos</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7421">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DFoVPonoAAt4EZ1FEI8ue</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/229622f4a137027099fa0e7f3d52c31cc55da572</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie pop', 'indie poptimism', 'indietronica', 'la indie', 'modern alternative rock', 'modern rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176534</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Sly</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4382">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">workout product</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['workout product']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Power Music Workout</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GghVvugpv9nXQ2YFzZNzN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00160c8cdab919ab35ee501926dadbae837c65a6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31080</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2521">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Jarreau</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ded65a0f20d78c52655b56688dccd4f5f7b2d331</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'jazz funk', 'quiet storm', 'smooth jazz', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YR92OLKlvkK5oKNekSqXe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191705</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11243">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B-Fresh</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa8d7ae4ade0672be5bd27cfe8cc7e437154a75b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vDU9WCtPqhWax3qNCAgDX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3062">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5caa9b092928aa5410cd410e1a02bf993bcf7d92</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4s1v0vVPSUCpqCa5JECA6p</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frannie Golde</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9734">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AX02tEFl85gnqkvzqeltP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7e9919e2863b73fd6eb37724efac900137c8d06</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20145</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'britpop', 'dream pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ned's Atomic Dustbin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6284">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2043d33933dca99ff4470fc8dbd67876881cf5a3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaydayoungan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0E3pLs4jXz9tDQGY8m1A1d</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251806</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3630">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'classic uk pop', 'electric blues', 'folk rock', 'hard rock', 'psychedelic rock', 'rock', 'roots rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215580</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0710c8d0247d0710cfb5a2cd153908dc42ca08f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2e53aHBQdCMKWqHDuyJsjC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Free</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9059">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GuMOJNCLkYdDGfgbJMP3v</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17553</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba13ef161d055618d4b7fab89c38b9c54a358371</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thornley</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian indie', 'canadian rock', 'nu metal', 'post-grunge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1259">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3a44f271b55c8c29a98618c9792ca5023c84e82</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4328</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01ZpL2TZ4QxYNDLc70RIiT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ali &amp; Gipp</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'southern hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1608">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nSRa2YjjFWJLHGKM07oGQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe57621ac041f436ab22ad1b1997ea327864b6d3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235086</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blaque</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6168">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'swamp pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0J4hhNPKGkF96BvCakh2Ab</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97e7b7fe0389ff7ec3a673e421f6095da855b45b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Tee</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">762</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9237">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ludwig van Beethoven</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db022999443da6f89e250086329d98b17399b346</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical era', 'early romantic era']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2809582</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wOqMjp9TyABvtHdOSOTUS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9077">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ba9cc9b7e02d25d6b6c808a2bd082309b25a166</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vI0xGbQl2cMnMiagUEBOj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97393</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Courtney Love</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1998">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57231</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Mountain</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Jeckitay8SbvKwqAzWuYH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/594e3685741b2d18f7f73984affdbc99f7ff398c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3598">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenda And The Tabulations</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7knQlwjtPZ9VP98f5XXhhn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'philly soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3843efebe06a4639dbd2be13e5544d55132f9951</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1625</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7316">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1528a2b8a55f29733ef2ffd26286e68950a3afd8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83629</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fn8lZLy7Q61AXCWWPYC4B</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Derek Minor</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9060">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'rock steady', 'roots reggae', 'ska']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZFv3wQwwWPiVDWhv0mjQK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">248486</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toots &amp; The Maytals</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ff4905c62ddfe34cb7078c21795145c7786781d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/992">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c82a645b00f618ebeb7e5b8efe25a5041dd4e356</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Ingram</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25521</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HNEfHmDlFofG6YnMt8G7N</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7566">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">clean comedy</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Gaffigan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbad4245dfe1c79c1a0d66d21896190aee6bd4a0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142472</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f4zEF6vddRYg7Y3GDL8lk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['clean comedy', 'comedy', 'comic']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7420">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Texas In July</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75006</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6152df5d459f6db5c78bc2fca5dfdef216b6d19b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3J5OtMrtDAw0IcanJR28Ya</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/418">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/093f63fe03e52d014286eb6e0afa9a099214cf65</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hEurMDQu99nJRq8pTxO14</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mayer</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3987452</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop', 'pop rock', 'singer-songwriter']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6965">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XG961Y3fzZF5k2gfpnaNt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic alternative', 'pixie', 'pop emo', 'post-screamo', 'slayer']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61296ef3a6c3d364bd64b5b8c1d8ac7a7dafc88c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stitched Up Heart</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic alternative</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36051</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6976">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">347933</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OAddazJM576euUnFSvXSL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8aa04f11b4506bcf257939db2ac84b51c17af7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'gothic metal', 'italian metal', 'slayer', 'symphonic metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lacuna Coil</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5102">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4ee0604685725662673fa3a131e218a702b2238</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fLYGaqAl0UCwkd2kiotBm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Mix</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11408">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bulgarian Symphony Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4716beab3535223f2edee0c7463c62d11e76c8a4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1W77aQWfts1OQGp6WyMRtR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">959</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6101">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05debf5d1f129e203eaad0870edac8ae5f6a788e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ska Brothers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1t1B3GTovKyWK7RWiy0SM6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8996">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66e541e3e64e9aa6f82f4e708ff916c8cc465b39</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">932</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronan Tynan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nq2xZXIeDcRdpBVzMICpc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4443">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hit Crew Masters</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NuPFDndwjELCXN6CzFwEB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cfdd74a8c3698aca4da7eb2163e4a5a0cd0c386</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8235">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105036</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28DlNBW2UlEVVgTuCcYtTe</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'gymcore', 'hard alternative', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c63ea0f0c25e896bfecd705b1a401b3303600a6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Art Of Dying</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7695">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60e4152e0518187d7f3658d1ec650a786bd340fe</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tGd3HHlV4RVOdlBc5LAW3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive post-hardcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive post-hardcore', 'sacramento indie', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Lot Like Birds</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36814</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1699">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8378075e350bc1ec8e8135443f0d0190561f394</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Sellers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TRj3DqC4pcZaTIGFq99Bg</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6018">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 Of Clubs</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7q2Lc2092cDjCKXlxfvxPK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9856">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c86</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf493c112e889e2e0e6814d0e8f4e5b27b31e7cd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['c86', 'candy pop', 'twee pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Primitives</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FPmAi3p4T3p0AsthfqHMA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16816</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6708">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Classic Crime</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22309d678d5a0b8db412b9cbb8462f63e29f529a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian punk', 'christian rock', 'dreamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Y2ImQoh83EyhkbaJXmJr1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43130</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8550">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c53e9e6bbee8795aba6574b61612ed8e61536ca8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95188</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'groove metal', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darkest Hour</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dso1lISV1Atdo3O6qbhqq</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3619">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69g2TelswPN1IiFDKvaoSL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10435</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bb2b7c92fba8b1f16669a0a14231fd1e2338618</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chairmen Of The Board</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5918">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cqaF1Hz5pEtXVnthnFVmU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bb0fa7fdc08e57dc66f8cdda6c784cff75eabb0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">991</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Fardon</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/824">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rIZMv9rysU7JkLzEaC5Jp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snow Patrol</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1765945</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish rock', 'modern rock', 'neo mellow', 'permanent wave', 'pop rock', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9efec97c21ff998d874b96116bf4315975a8b42a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7015">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'indie rock', 'la indie', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824693</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edward Sharpe &amp; The Magnetic Zeros</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7giUHu5pv6YTZgSkxxCcgh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a463748ab96b61a7b839d1e4328e2d33e9a512c6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2359">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fd204dd44efc6645c3e13a1aaa3ce43b65b17d5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Lion</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nLYJvqbEzs5kg2TlprxIG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">364077</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7980">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31011</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6aeb7d6b2f6e272d18343f838d54fb093120aebc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'portland indie']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Helio Sequence</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JoxwT8CwvpxxNaP55R6q2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6605">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">260585</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prophets Of Rage</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fSzW5cXBmquli5laFnoGY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c26f0908c0757f8498c5b869a8504d05d3ff4e3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'conscious hip hop', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/80">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'pop', 'viral pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7n2wHs1TKAczGzO7Dd2rGr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19384414</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawn Mendes</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bd59cfbd3e1e6394af710bddcd62999aae31c6f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9606">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">761</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jGSX6OsaQYgis9yebFvo6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2b1fd1a508ba81e5c36547bdc1f2c1beb88eb40</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ty England</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1294">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XNa1vTidXlvJ2gHSsRi4A</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1562769</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'new rave', 'rock', 'scottish rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Franz Ferdinand</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/445c11fcc1637f94f48cee1d3354d478f10ac403</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9616">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53ivpdG4NRlsrTDOrENMFk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Levert</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1544</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/416e06939f364b3a7ec18c15c506354a8fc4a7b2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11381">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amil</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11331</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b8ca850e961b317dca1c2d0c802894da0acca48</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NzM38IkXdbQsQ4qW9CG7z</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9559">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd26a7aef21d24f66bc1b0f70145176d4ba392fe</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harald Kloser</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4371</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CrDa4z7UgtWJSGLlzyYV8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9912">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz drums']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3728</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terri Lyne Carrington</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz drums</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5851472c32d128bc3da73099cce10115ddacf1b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02HpkiuAylAwAnQBswaXlP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/621">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178853</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'arkansas country', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'lounge', 'mellow gold', 'nashville sound', 'singer-songwriter', 'soft rock', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af8ebd05ac83d01700b5207dd5a3b096d026d58c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59hLmB5DrdihCYtNeFeW1U</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glen Campbell</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/965">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k.d. lang</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6W1BHDF0T4a4KYcSwzD586</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165409</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dde49fb98e6edb721725e34f99fd367534e7a3ca</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian country', 'canadian pop', 'canadian singer-songwriter', 'folk', 'folk-pop', 'lilith', 'mellow gold', 'new wave pop', 'permanent wave', 'singer-songwriter']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9837">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/772212024bf504cbfea148209eb487e804f1508f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Cale</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'art rock', 'canterbury scene', 'chamber pop', 'country rock', 'dance rock', 'experimental', 'experimental rock', 'folk', 'folk rock', 'fourth world', 'lo-fi', 'melancholia', 'new wave', 'no wave', 'post-punk', 'protopunk', 'psychedelic rock', 'pub rock', 'roots rock', 'singer-songwriter', 'slow core', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86684</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MWBg16f5UYiaSlyVhzlIW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6087">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/050f1ee22ae182726233ee28c496f072c829a438</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Gari</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k1GqwM1hgoMlrz4MfjCs6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/72">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/960547a625bc2eb742bb3dd170cbc049d2e94cf9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13528120</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69GGBxA162lTqCwzJG5jLp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'pop', 'tropical house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chainsmokers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/166">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2400160</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69d5702fb1057788fc79b4d0432cb245d3d2a871</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">360IAlyVv4PCEVjgyMZrxK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miguel</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2689">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iZVP8849jkeOWeseQZ4i5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janey Street</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afdc5778912af6db19a6c72c52db13679d938cbb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1615">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89863</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jp3Fk52x0HbymU0lNYbSC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Outlawz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98c34f6ac207599c4046c43afbcdda9b186fd12b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1349">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tujQJicOnuZRLiBFdp3Ou</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Xzibit</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'west coast rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">802724</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f17bd1b3b6e1b72962ad8b0d60190b5ab725ad7c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2202">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ohlPA8dRBtCf92zaZCaaB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock', 'dance rock', 'mellow gold', 'permanent wave', 'pop rock', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">406864</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crowded House</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1817e2f87835791f816710d2a2eda7e77c1072c0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8937">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3019</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bDT084L9uerDDCE9Uzoan</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Original Broadway Cast Of 'The Color Purple'</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12b60555f60237a2995c8f627ef1efeadadea3aa</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7107">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deitrick Haddon</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tlQrRh6jNY1c95poJvBe9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90226fc329cea3407276ce26ee2d1d8bc1707a6b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143988</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7086">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age', 'operatic pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yanni</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c5b35264fe2a974e01e18df8b1920a3c0737a94</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236996</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72qxDp6R6v22pai96pZioz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3653">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5euFVjMHgVfUUaaFD2zYl1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57b920d7ba954a2e9402093d70c3ed03d8dbce98</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Blanchard &amp; Misty Morgan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/507">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/617b3ccffe352b6753a878b8c8cba8a62842532d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'dirty south rap', 'gangster rap', 'hip hop', 'new orleans rap', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">600859</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6X8WdFjrNhXATMDSs26aCc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Curren$y</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3078">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e46dbb5d277736eea06c31952696d96ca85fa5fc</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nigel Olsson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44azZyLI6j907fckDCg3qI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9185">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'british blues', 'classic rock', 'hard rock', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb8fd85635cd147585f78d4e3e8b9a5e212269e3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259474</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Page</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55bGuHb50r5c0PeqqMeNBV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4306">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fake</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HBsEeqHGxgBuW286YO6LM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fake']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a537403408da29519fcb9c86b7c6d39ab64fc2a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3753</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Precision Tunes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/188">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian country', 'australian pop', 'contemporary country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fzQ81ouajOEFqCIB9VwrS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d806f934d6768cf6592001598237a9c3bba6f39</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62830</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morgan Evans</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8809">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47854f0d48ed4069bca44e2f6cec95ec96cca958</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6696</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kia Shine</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03pn54eB540z8IuK6LYXH9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7796">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e44e2fe40444d8ae3865bd07924519f8637a904f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hawthorne Heights</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop punk', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126FigDBtqwS2YsOYMTPQe</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242547</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3603">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">052NpRSiz4SQTsFnvwMP6t</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1309</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fuzz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6742">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'indiecoustica', 'neo mellow', 'new americana', 'roots worship', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74242</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/882efb6b3f9308bdf4906074d442e4dd44fc857a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drew Holcomb &amp; The Neighbors</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RwbDag6jWIYJnEGH6Wte9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5959">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soulful Strings</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de0f04168436a2eab60708daeb3f3a3ef4d3d247</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dv46qmJu6ObT0huPRuN2c</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5167">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2156304cee6b56f7d67e36b3478a4fefdbd9f086</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">986</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanity</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FeeFjPQ3bk6IoB3jGXT7N</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7549">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ok indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ok indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e03b263e928250120076343aec63da9d37d1537</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Fullbright</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CpofTykBhdsrOuy9WA3YA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15764</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8217">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestra']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seattle Symphony Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4872c687e71b4958ae6e707eac044a186635743a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KeUHRKEYWc5cFO5V032sb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6135</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10390">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bionic Boogie</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/285f29327217765d331e8c94af35481da2904459</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SICSnXfKW0SD9DqMWR8sU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1268</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8027">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'roots rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhett Miller</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12511</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wNZd1CMOsFZ0TiBhlqjD5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11eec92d59500bc89b2b41c8ab13da6176450b2b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/177">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9b7c1964dfe78bd740e2050df1b4b7b92f93287</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quando Rondo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">524731</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IprNlQiJZUUJhDl0fL2SL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7379">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f780908eccf4df03332c67ab6b02c1f03f54e05d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55LHFEtIplWhsfyWZUwkf4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'baroque pop', 'chamber pop', 'chillwave', 'experimental pop', 'folk-pop', 'freak folk', 'garage rock', 'indie folk', 'indie garage rock', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'neo-psychedelic', 'new rave', 'noise pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182398</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxygen</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10706">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2181519455e9cec80f06582a7be678131ea8cc2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Nabors</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5obkpruq3y0AJFeZnNLheK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4741</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5701">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d96bd08e3629644b6ff22c79f747fffc97ac7ac</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammi Smith</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kZDCAD5zLelf8NYHoRSHS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10162</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6578">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92086</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59CIPNdUfewexxn1CJEdp5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'comic metal', 'post-grunge', 'wrestling']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c9dd7310e5ada7c58ab31934feb168f85e7d15d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fozzy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4967">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29PcabivqsoqW2yOVJyuLa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f4c08d13edfbcef8a505995fe7af5ff453caee</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nia Peeples</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">449</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7630">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Onb70uN9rRM3VMerSpA37</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Gordon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f197f5b005ab34b7a150d8a174800b28f610e53e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14662</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8800">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chingo Bling</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53178</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uWSNqvFk0TnPO9zKbzLI5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/556afbaed7c5acacb99c7a00f658526652b0ac9a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6389">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba9efa9265474eea59a75761311bd5d883da9ac2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Between The Buried And Me</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JC4hZm1egeJDEolLsMwZ9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'deathcore', 'djent', 'jazz metal', 'mathcore', 'melodic metalcore', 'progressive metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155627</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8405">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25451</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n02UdnML6G4wR162YsSRi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e538a53e6ba4c34de5836e66ca80da9e62570d17</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nikki Yanofsky</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6114">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The San Remo Golden Strings</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bc16010664d595f8f5c46bfe3f7a45b4eac7604</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UOBrDPKEfDqMEbcB8eUYD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2442">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Moody Blues</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dd1f75c8acf41b509b19caf0690796ec7f410ba</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506689</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'british invasion', 'classic rock', 'classic uk pop', 'folk', 'folk rock', 'hard rock', 'mellow gold', 'progressive rock', 'psychedelic rock', 'rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BcZ22XONcRoLhTbZRuME1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6445">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1989</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kFj6o9mi2BlJrlS29b1bh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Television Cast of Jesus Christ Superstar Live in Concert</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ee646b6be02f3d6509ccbbf145cadf9375dc074</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/787">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ajhZ7EA6Dec0kaWiKCApF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rizzle Kicks</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285666</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk hip hop', 'uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a78f8e933bc5a86da4c5f992e3e59f81f9c2561a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/298">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2279473</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cFrymmkijnjDg9SS92EPM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e578851857f939e5d18f045dc8c0340aec0cc81a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blackbear</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8375">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddy Martin</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/553fa1d986f69ecf90561953732da5f394b0edb1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OEK1q1OHoeR0Dc3WUgeIc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1090</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2711">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd303318e4c1a1459bc9e9539df533a90ca1820b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nWbdgU2jcFSbrPV7EAoLK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock', 'dance rock', 'new wave pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9557</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha and the Muffins</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3057">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Frampton</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0543y7yrvny4KymoaneT4W</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3e26a227c8d8fca2f7da7a20a7c23011fca5501</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">500411</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9379">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e27e44684bc6e899826fcfdfca25b17edf7027b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Madd Rapper</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Z9xidOHeSY1fdkS5Ioldz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1092</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8050">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a9a833d8ac0d0e98db993fc6643c5232e7be46c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98980</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Mf99N2VcDEcVuocyBLhyC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greg Laswell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'neo mellow']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2735">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b04015400351b643a3a0a06390cc44db18ae47d9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Romantics</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3daM7asS0gCFvyLemNx2EE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153672</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'power pop', 'rock', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7433">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Childs</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2172</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7daa4549ab83a6cc7306515df5390f2a67e4e458</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DalOaFXdbHCB4cyMJhQtR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6598">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60ciIY5MouLc2Y9n34DJdA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">297548</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01c04337e0c9f53e1b1d3ac2f7d8893f27de3b38</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ledisi</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7012">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319395</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IVcLMMbm05VIjnzPkGCyp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J Dilla</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a53f0589c130c78f50d0eb75cbc75b48b47808be</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'detroit hip hop', 'hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1783">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NuhoCseIeSkeIMk2rggLE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rampage &amp; Billy Lawrence</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7413">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e32f0f734e1fba663a3eb7c0ecd84b38a5726744</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Tuff</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freak folk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uI2HyW0eIbTbyH3S2XDHI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60389</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freak folk', 'garage pop', 'garage rock', 'indie garage rock', 'modern rock', 'neo-psychedelic', 'noise pop', 'preverb']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9988">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZAPHENUWTIXHZP5RjlPPB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1063</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91321ef9ed728cccef343b115c1d12efba1d7e45</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Millions Like Us</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9122">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Nubians</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55PeYSS1g71a1BZLeIr0Sd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68d671d3d73e5cf541de186f802265bcb3ca9557</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35675</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/531">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TsHKU8l8Wq7n7OPVikirn</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269689</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ghanaian hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jidenna</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ghanaian hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/debb0d42c2a626cdb1a6c1ea40f750c2ab438ffd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3720">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2L0rKeh177ttxZoNvefdbX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">518</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spiral Starecase</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2165">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266056</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'hip house', 'mexican electronic', 'new jack swing', 'rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af25ffffde1eb2051221017fa0424d906eaf2e94</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rblp9fJo16ZPTcKDtlmKW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Hammer</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8514">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1F1IdqOCO4A9kBrQihBaOI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34419</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">As Tall As Lions</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'progressive post-hardcore']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89d859782268eb39604024c6a069379a6696f1d5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9386">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Ness</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/835879435d63e6e6eda6b74e50c6c76e1acda4fe</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40895</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychobilly</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychobilly', 'punk', 'rockabilly']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1r2U8cAvK4omurH0XzwX7C</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7229">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PI3pXpUMScjweiw3IbADc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jedi Mind Tricks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hardcore hip hop', 'hip hop', 'philly rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94da53380108ce6ff6c77daa46ea733a9d17e99b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231866</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9142">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/652957603f1350b72dec1725a5b7d74fdd7ac702</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'catstep', 'edm', 'tracestep']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127437</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Panda Eyes</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3K0GDmmiRwn1Zc7RZzTeAz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8718">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin alternative', 'latin pop', 'latin rock', 'pop', 'rock en espanol']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julieta Venegas</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QWIScpFDNxmS6ZEMIUvgm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/886db9cae6c78fdf5438cd7fcdc89c7825891d5b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">984473</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6033">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bgoYtsrUMDi8L2kryCpmn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/961e2989c992f0c4bf1e75365631de4ac80718cb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">661</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damita Jo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2176">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96bf96b4db511b057a2e953574bf92155880de96</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uuHzqQ4a2GT3jFsAlZSip</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 Hyped Brothers &amp; A Dog</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2683">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ac04723a05053e8156f648859c29e241c811e37</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wgHeGxtfZgPb864FoDm2u</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1180</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Harris</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/112">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JZ7CnR6gTvEMKX4g70Amv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8e5a173980dc1ae272a3db8cf40792d1fc369a5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lauv</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1584053</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9394">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15609</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jMlAtlOaQc9VDayokUmg8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmie's Chicken Shack</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'funk rock', 'post-grunge']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4381ecfa277330c923e9dbaec0c092ae07202ccd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8513">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51P4Dbg6whYIZ0WexxVUqX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6689</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/556cdc3fb522d3a3e6e30e758194e9410d64dc8f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Earl</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3172">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Climax Blues Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eeRviM714mXXeILmKHxh2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34616</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'classic rock', 'classic uk pop', 'country rock', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3c7e14808087e271f34550089881ee74f89c704</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4529">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xzdpjZ5OURzMdpjCFW008</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1810db078e0ea30addbd3125690b4da598cbef7c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charli Baltimore</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20196</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8755">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11723</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gutter Twins</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hFSUykrqfVXac7E3ZpiaH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a1bec3ac659ac6469f5571efda73f6bde92c036</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7933">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Enp9WKfk0aI9CFi2YGBq7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Further Seems Forever</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian punk', 'dreamo', 'emo', 'emo punk', 'pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24194</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e66bdb18c6cd040a97d50ff60a9db07647ee685</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9262">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95c0f1f6c272e824b48cf242b16a913b5bcbe37a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54745</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'indie rock', 'scottish indie']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LMR8u7DOMF0FBseDpTsRa</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beta Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2667">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213151</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Time</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EgGVV9cmmlLEsFlunjmvv</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'electro', 'funk', 'funk rock', 'minneapolis sound', 'new jack swing', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5640961beafe2c7a004859a6acf5fd719693dbed</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6682">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a40c8e745d53b8b25ebd657f9710f11f2598e0c3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31023</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'new americana']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fIZHCg2de8322HZodBDWL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Secret Sisters</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/840">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53192</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/598c4c2a440070c9d5052e9410541f294eacb007</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace Potter</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PJVVIeS5Wu0wbZDhtC0Ht</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1530">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eve 6</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Eqd24yS5YcxI8b6Xfuwr8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207668</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'nu metal', 'pop punk', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5ee3aead6e29dc2d513c68803db5a9cd57c59ab</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2668">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b06a5bab62de65f2c6257ea1205b4a5fbce533ee</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xOk8sG1KBfhKhR4BOq7Mc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pia Zadora</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">866</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3026">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Village People</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/050236bfffbf4bbd4295299cb2962223412426aa</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dCKce6tJJdHvlWnDMwzPW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210092</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5386">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Martin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Bd4UVlqlaKEXYRG3wgrCK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33760</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">clean comedy</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['clean comedy', 'comedy', 'comic', 'progressive bluegrass']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12bfa0d76ae85e65ff1bbc3943146ee20c914c4f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7729">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6z29S0IoiBJpSMP8plyCj7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94126</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon McLaughlin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3d772966cd09e80b8e2d7298cc65ed00e31a6fd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indiecoustica', 'indy indie', 'neo mellow', 'piano rock', 'pop rock', 'viral pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8587">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2155</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dc8e26ae5ff22b094c6af033d3369e2cd0ed8c2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tinted Windows</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ctgKd8fwNFHpT6EIiXHT1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1405">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">929838</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DFhHyjvGYa9wxdHUjtDkc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7802c0c19c9d46280366f7530cb28a7be25b1b90</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Perfect Circle</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'modern rock', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7781">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ramin Djawadi</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hCkSJcXREhrodeIHQdav8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3192cec3d51144c7a061848927f89983835c5480</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german soundtrack</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345287</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/610">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2a87fe9a451fcc32fd2f8cacd0d084af138d916</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie poptimism']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Echosmith</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PbBg2aYjWLKRk84zJK15x</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie poptimism</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">527168</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/187">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3312589</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natti Natasha</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'rap latina', 'reggaeton', 'tropical']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GDbiv3spRmZ1XdM1jQbT7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58aa418be52a716ab17e36ca2e10780bc7627fe9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8214">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Burrell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66908</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fW7wYpfi0yzlc8JPP12jA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cafb7e79777eb04b56ce919161011396c4aecfb8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8254">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uiEF5htEqJgHcOajZ25ns</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german dance']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blinded Hearts</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">527</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dabce48106b271c70f986e342061903ee5a0ef44</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/938">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hannah Montana</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bb652996764243c1d963008898de2ab514b4796</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nU4hB040gTmHm45YYMvqc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2200963</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6962">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'latin', 'latin pop', 'norteno', 'ranchera', 'regional mexican', 'tejano']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Intocable</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca618f338eefb15fa53da50733107110b660b75f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108moq3rq6bm1M4Ypz0J02</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1060557</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1264">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sting</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1413062</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/335fa9efd698a9ac3017285711d83416984e6806</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">permanent wave</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ty63ceoRnnJKVEYP0VQpk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['permanent wave', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2207">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f230ebd138734f847b60c59f4a896dbd6c5f592</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41963</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hi-C</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tTkMu5nJLsDBAMRrDOes3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'west coast rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6739">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f9623da1086991de01d4ca2215ffb1f1828d853</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89371</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5z2pNh5Q7EUb7JrE81ofhW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boondox</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'horrorcore', 'rap rock', 'redneck']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7068">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zp054Jc86WVKCxKEqZGOA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Garratt</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310547</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b', 'uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/528501e25a55c0553d908a4c0abdbfb42f1e185b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6036">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Maybelle</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yJXicqUOMPY5Iofua29C0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'jump blues', 'rhythm and blues', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17142</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54e098a2f70229a965adec1c2cecdcdaf980bf68</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1297">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">968507</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f05f2667aac2bbccd9bf8fcc658b647533257f16</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QJzdZJYIAcoET1GcfpNGi</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damian Marley</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'reggae fusion']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3438">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Daltrey</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb0a5817515f0b30d3dbe02116eb13a9b1652157</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49700</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5odf7hjI7hyvAw66tmxhGF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5955">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Northcott</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hB3m5Xp515ELY7MudOg7D</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdfd1678de3e9f63024a719f7e6a4f1de3d20fad</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/13">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adaf31e0b157fae9590728049ce3df5b40b37650</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge', 'mellow gold', 'operatic pop', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Williams</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214826</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sj6D0zlMOl25nprDJBiU9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10073">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/721e47f3338dae6dbead43bd024e5651e5071010</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">488</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AnJUIQ5kdHTz9PgzZs1wR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phantom, Rocker &amp; Slick</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5995">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mmEKUZZBwnzg4m6hizPyN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80f4f12e6237d78da4c71e1c13fd91932a61b300</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andre Williams</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'punk blues', 'red dirt']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3995</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7206">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40ab1c0e5c1a0ef79b9ac6a5dec35d98d29dcdad</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'christian indie', 'folk-pop', 'indie folk', 'indiecoustica', 'nashville singer-songwriter', 'neo mellow', 'new americana']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joy Williams</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70712</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TCXgdDPm10ensLNCVnIYa</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11236">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Henderson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55PU5eP7Ndxn5T3TvBdXZ2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/462135672fca85bbb4c8e2a612144a3668c406b7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">587</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3849">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ohvzFHYmLd05kyYhLui5K</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82275</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenton Wood</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f10996bfd5dd8120da664f786d191d6e9231587</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10740">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'psychedelic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/beb59085c1753988e8cdedd506017af271796c03</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0O9Mz12rueCsrgUqItvvnw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blodwyn Pig</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6438</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1755">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hanson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e98933e4ff17a99d6d2d1f3685ef9d2cd39c676</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234634</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SdiiPkr02EUdekHZJkt58</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6552">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston hardcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston hardcore', 'chaotic hardcore', 'mathcore', 'melodic hardcore', 'metalcore', 'post-doom metal', 'post-hardcore', 'post-metal', 'sludge metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Converge</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111122</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kHzfxMLtVHHb523s43rY1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9214e6c74b61543300640f3708ad2dc27a9f0d0e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9153">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Juliana Theory</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21237</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian punk', 'dreamo', 'emo', 'emo punk', 'pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abb93e7176261e48b0a875153aa43c336d3f51db</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7obdmuirClkgU94pcUy05m</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4566">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Déjà Vu</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8bfd1b941eb0b83ca224db2fd07287bf88368a2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63mUiSpYZTSGIdZR4c4kkD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30409</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7266">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f16aa3cc9e999544c22a92cd01a5cdff1c1f090</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AGUQK1EWK6nvN4pLIDQDQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178117</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mowgli's</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'shimmer pop', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9024">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GmanMVkSuu0Dsn86ZW9lK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28319</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skye Sweetnam</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d97eb72474658bf48cc8b735e175ff7c8dae0a7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6381">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/237dbf8a7de1a03c7b869f80897299a1fd18594e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2v7wIbCkIzxOfT3GnqCexD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219350</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'outlaw country', 'red dirt']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Jinks</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7956">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40059</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84e87f82c2a8a122c68dacdb69043eaa73a0f5e2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1R486Y8DuEKEH01hypvW1B</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Phelps</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'louvor', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6251">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Crosby</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27hhuLkfOOEUAagcTauyvc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bfd935beaaacee90ecd7cb457325cd89cf5b017</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11018">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/332cb5457f0e5e61ad91126697b31125e3c4c5f1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chicago Bossa</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mw59tYD916iFX1xZvmdeJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">446</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1870">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zrZfs23sjuHDv4E6YRmNf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'new jack swing', 'rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186961</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kris Kross</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99b90f147f450c59522dd3d8c70b7f580f96433e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1454">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">659424</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9253b30e414af228d6353f1236bdfe3208bbeb2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NDMothbpdpq2xHqSjrrWn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faith Evans</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10132">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d199f98a042973883d468a02ff396982dbaddf4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodney Franklin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2249</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CjlZu8c45u0rRvyONtxsn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/775">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VhL8KLjVso4vLfOLVViTb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bridgit Mendler</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">971609</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15a06f87de0d12b22f062d257631dcd5a1ecc753</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11177">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6K1QRP4x7DsPrJew8q89WX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jefferson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae62fe2eb6cf469d7006b5d1548ff0a4d0e8662a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5972">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">578</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Knight</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94a993a3aeb0e4cfefe84e079d141e7d304bc5a5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KDZj6hNRCnAhsebEgd0MB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5011">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cynthia &amp; Johnny O.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">None</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jvW89JCC2ano8LHUTRssc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b59c201f1c6982403537293d3176e65d39aaa76</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3129">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Player</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04Hei5MUewbIRsL1sCHzif</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">628</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Na6b34f48115842fabaf8e7082e6cc137">
+    <ns4:quoteChar>"</ns4:quoteChar>
+    <ns4:encoding>utf-8</ns4:encoding>
+    <ns4:delimiter>	</ns4:delimiter>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6661">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lOJ7WXyopaxri0dbOiZkd</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Broken Social Scene</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'baroque pop', 'canadian indie', 'canadian rock', 'chamber pop', 'chillwave', 'dance-punk', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'nu gaze', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f02e77f547d00e590841129a82da7827ba666f5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230095</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6683">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'buffalo ny indie', 'ectofolk', 'folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ani DiFranco</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AiTwNtYX8m4uhfU7rJ8RD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138284</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09ea6014f0f59cdead2a24f34afbd0de1ce0b0f3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8125">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chino &amp; Nacho</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electro latino', 'latin', 'latin hip hop', 'latin pop', 'pop', 'pop reggaeton', 'reggaeton', 'tropical']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58f4cb709e715a2c3d2e37401a09145a109aa20c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1568110</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NS0854TqZQVoRmJKSWtFZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3865">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1819</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4B7Kwlv6J5QpJ44vB6STUF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db6f26e6709305aa1d869f4fa95dd2e4a7504265</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Five Americans</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'freakbeat']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9520">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68ca25109666b75777d253c48718104cc1519af3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive electro house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SoulCream</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive electro house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SyLYuJEKjAgh6b6RARhqx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4308">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/561da601aed1abf881b167a8b3a86d49a752f539</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5692</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Supreme Team</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oltrTITmLxLBHq3LtOPWk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2034">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xgFexIwrf2QjbU0buCNnp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201473</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Breeders</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17fdb7c9e858e3924a95489722f92f96cfe41377</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'boston rock', 'dance rock', 'dream pop', 'garage rock', 'indie rock', 'lilith', 'lo-fi', 'new wave', 'noise pop', 'post-punk', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/514">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'hip pop', 'pop', 'pop rock', 'post-teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gwen Stefani</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e97075f4f0f5b9ab433277f1e81711937831af9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yiQZ8tQPux8cPriYMWUFP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3245922</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9383">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2367</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22qf8cJRzBjIWb2Jc4JeOr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tash</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df23756a8898d27e1fb46ac52e0d0bc790315cbb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9172">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Jq3nc0qOvlyPM8O4e22q2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef1493324c22cc107048c7836e2755342ff3d7bb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen of the Damned Soundtrack - (Lestat Violin Solo) by Karthik Subramany</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">727</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10920">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c61d93339c811f35fcce379f1d73ea70db9efa1e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eUttFiI0XhqwN8j3ES06H</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Flora the Red Menace</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1216">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ewMqjrF31lC8ywRsvm073</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99684</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Lachey</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0fad0c943dff19b4fba352521c22e808b28f4e4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8956">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Babs Savage</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80861117bbf4d3d2374dcf4a214c238dac3e6e69</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0d9CwgVJtuMExbVXi1n5cV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10142">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AmWjMXXtBJOmNGpUFSOAl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'dance-punk', 'experimental', 'experimental rock', 'funk rock', 'garage rock', 'indie rock', 'new wave', 'no wave', 'noise pop', 'noise rock', 'post-hardcore', 'post-punk', 'punk', 'uk post-punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/255cd2a5e005c388842553622b73d15824c32541</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gang Of Four</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94739</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2068">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34ugek7kTxRhRSsT1d9Yer</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca4508a3dc18d435f3888b39dc10068477ddd324</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3490</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hip house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lonnie Gordon</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7998">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bath indie', 'garage rock', 'modern blues rock', 'modern rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bath indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bZCak2tcRMY1dzEIuwF42</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/902fb7929782b9ac35a0002fa4cfcd29c5e97eaf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274081</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Heavy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1922">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Isaak</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77557bd787b931e19c19243d495c377cf73b2224</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184193</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7290H8m1Dwt8G7jm1y9CQx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11490">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a6a53b49113cc60064ea3803e0e6337019f360b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trevor Exter</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cello</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5b4jfvHx82u0bjNHiKaG5a</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cello']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3702">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99a29e169b47f8d776c786e554ccbffa88f8576c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11439</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4z5HOZPvtfUiCnrxTJWUhx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Electric Peanut Butter Company</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8934">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cCgzhFyRJVydeO23BqgLG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matchbook Romance</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80859</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a078a6e19b04ee67be8f19d8098bd26053af077</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1635">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218796</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lJlKQvuM2Sd9DPPyUXcHg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sixpence None The Richer</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d990bbd67f3a35bf86d76cec0cabc7afec1e5ce</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6337">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BROCKHAMPTON</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">924640</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/707005c12d76bbdda637980fc187461438487c86</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Bl6wpkWCQ4KVgnASpvzzA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3470">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Nelson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169537</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99ee90438c46d52c9007866740f5504834d20f99</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73sSFVlM6pkweLXE8qw1OS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'lounge', 'merseybeat', 'nashville sound', 'rock-and-roll', 'rockabilly']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7180">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">United Pursuit</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian pop', 'christian uplift', 'deep ccm', 'indiecoustica', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YCpRzudpG6AeE0IvCjiGo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dc6d7cd539e2f54a8c2debbd484e7767e0d0382</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160673</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5739">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock Flowers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c710036faa3180f256b8e1bacb76c02e146c6291</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lRZc7Aoa2mFClbb2bKNqI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1056">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'neo mellow', 'new americana', 'pop rock', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2271f45e6bc519112a89396a21b0fc2c9d841f58</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">682378</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray LaMontagne</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DoH7ywD5BcQvjloe9OcIj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9997">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z6VdXyk2zCR9W21dMs91P</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cruzados</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1380</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33b551ee931d457225574c5bdf883eff19e2b4ab</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7653">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago punk', 'emo', 'folk punk', 'melodic hardcore', 'orgcore', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37295</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago punk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lawrence Arms</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0aQ8Ow9YAkGxr5bbehjkcS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b57451002c00036f2cc65c89f82c6f55ce17f09</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10296">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">556WDodULInDvy7Q1n0fff</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb12d423957ce23525a2c6decd9cbeaf0e5fdbf3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sue Saad &amp; the Next</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9535">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7u949uxae0JwfxaKKk2MrB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25d994d724c5f24c86f4d3b96cf613a6833ffa5f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1202</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Broadway Cast of Chicago The Musical (1997)</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6991">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hatebreed</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ecb63e7070a3f426b49d36b55ebd107663e6a1c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hardcore', 'industrial metal', 'melodic metalcore', 'metalcore', 'nu metal', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">None</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Mb968quDHpjCkIyq30QV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/646">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc2aee1377e3fe2b5ab4b2ef143f13851577dc6b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Passenger</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gadJ2b9A4SKsB1RFkBb66</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2273812</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4965">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1087</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8069f797a1170a787fe4e2a73cdc926ca610b0b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CgDMHHa5A909CYA6gqt8r</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angelica</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4923">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3O7IxMv6D9iFICSUa5w9X4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/611776f0d1fa11eff2e98a42ea6d1542494c1d2f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27454</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuckii Booker</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5361">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iF0fSBkuxoC9WHsUXKYFA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Korona</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8619939cab2590403c1c027fc1c48fc2cf8ff568</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2838">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a09df6be719b15b3426679c058a434039a9f2235</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HGQd1vKFmNzTZ8CZ8tU83</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10027</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toronto</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7378">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama metal', 'christian hardcore', 'christian metal', 'deathcore', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gideon</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zj2B8yAi8gHoR8vpsPatZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65e427b15b3ec6d555122fc25ba7e541d62319f4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48040</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4599">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KGZG9ciOyOzIRpvvoOYCE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leslie Carter</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c859acdd13dabad5e9d51d3b925d37eddeba90a6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11246">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['movie tunes']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4195</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">movie tunes</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Weaver</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UdPkKWd8YNR5xGcmqH9QJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3341">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c4a9faaf7f5571f7c4a146936368143b496c28b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8799</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7j46Sze6UWb7p41IqcYFAp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Catherine Russell</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4913">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C-Dubb</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1282</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KScu8iEVkyhgPhCFa4a9G</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abff847d3609d7386e82772f412e5f0b569ce0ba</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6858">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['spacewave']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63140</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12cKwxUl6Ku3VpSB3LjrM5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b13922d1c51b3b65c8b78cca90ff69200925058e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">spacewave</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S U R V I V E</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9165">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'folk-pop', 'melancholia', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">244fcyNSuyhbRlMGfMbYrO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f1f5fd3649b8557ea084e3dedde89acb61e7122</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72409</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Badly Drawn Boy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3616">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100 Proof Aged In Soul</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10i8e4CH1K0Nf4XECvAcTd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5266507de301aa8ede43255d5c33ef456eec25f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11260">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lo-Key?</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JqijdV9jIJWxfgZJ5ZsEk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f5aa9793773a487270166a908a70724df617b4e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2246">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a884908156c82b04ced80aee854719d23bdff17</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warrant</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545311</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HLvzuM9p11k9lUQfSM4Rq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2704">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caa0eef767883dbdcd3a27b316ac9689c190221d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27427</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Newcleus</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'freestyle', 'funk', 'hip house', 'miami bass', 'old school hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5X8Tt3rIpdy8VR78KEhZ6C</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6903">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey Donahew</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bbloxL2d1IeYwuT2eIgib</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115286</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dab89c472a9e620d3489f70ab371ea3b89fa83e9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2810">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb8fd83e52d0aacb2695f151a80eb4c383448376</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163491</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic uk pop', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'power pop', 'pub rock', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KOqPxwfNAmZPkiCnDE9yT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Jackson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4955">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5837</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle', 'freestyle']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giggles</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c74c39caaba5c4f829db2fc730cb2b2f99164818</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fkKrzUW7aXj406eBMQXHl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5482">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dj Fontana</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wjQN5JNJEylmSRCyiSpYc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1768">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2322626</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d5a05673975ba0c378cd280344e000b0b865620</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'mellow gold', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LZEQNv7sE11VDY3SdxQeN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bee Gees</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9821">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9687</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oLVItT6UETI2EYrGlxSt1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'southern rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Van Zant</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e68ef9ede8b7d883d89a23d0515d09d5cb185b13</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8101">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Little Willies</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3784babbdb470feacdd9124ca591ba3a7568c2c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MWopTgyvixq0tNiFrVg0l</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11229</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2426">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54RMXy7prjDMXW2X0rk5Sa</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mixed By: Dave Ford</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5514">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modern Crooners United</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2495480768cf53ceb912a83bc3456b727cac08be</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DacwSk4noJCNKqGHyzokH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9220">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f43ba020569a4b0c1a223938f323af3a54426374</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachael Lampa</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27788</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rAp8I6gq67AJEmzWEJ1ri</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3857">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4e1046dc5917d11416992e6b87ee83fea0e11eb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79hiwsLoBDWERLtLjM7F24</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny O'Dell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8734">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3598</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Sligh</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cSCTw83knEYAJGMJMuKkE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5225b2552ed21230066bcb248356f230be1dacde</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9413">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['houston rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NeBwEmM7I71IsGl1y6FG0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">houston rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efe5f0ecde3077b951b6936ea09801826cb8710a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Mike</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1101</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/216">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4ac838eafe58bbf2eb51957dbc1a122d259e50d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EEiVZvj6RCEtVX2F2pyxu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74515</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slim Jxmmi</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1824">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Lyte</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6b51b4361b37343ec854e1fa7f5c2d110769f16</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166213</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip house', 'hip pop', 'new jack swing', 'old school hip hop', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZbWlThDW0qSbI3hinpl0w</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9290">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'classic soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachel Portman</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fa8dc105749da580c09fcc355c8629ade59fff5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1joFZGTRER78nUsWtgHCHR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35206</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9835">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bDmz2qpZCbOJ4XHHYe5y1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14723</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Bugnon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/607fb884a2316cd65dc3e4751b8ee1898d4c0f5d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1764">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24723</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19aa82909f796fd2ee979803d442af709c14c01c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221iMiF62DFPnVuCLJakP1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diana King</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8433">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57440</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive post-hardcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a663b9d46f352f0e5bbc2987f4464843caffd28</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isles &amp; Glaciers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dHr8Y0nPrnHiBOuJzuu8F</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6540">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nszmSgqreHSdJA3zWPyrW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f424bbdeb0977d4e1d170c11301019f1b494b0e9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luis Miguel</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3830330</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'latin', 'latin pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9181">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c4815c84ee6c8620f54556f84cd54ca2cafbdb6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Rodriguez</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qfg431oqNaqcOS5wlGg9f</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5711">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Godspell (The New Broadway Cast Recording)</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">427</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IzpocA7UesMxUudiO8F7a</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7043">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Bones &amp; The Raging Idiots</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10031</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27F2hWioKuUwn1fE5gJeDX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b45093ad7678c5d2fdab847d417e3663e009aff</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8207">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie rock', 'modern rock', 'new rave', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552109</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17d2317bd7fd890d8a052ddfdb1dd8ae2981411f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vaccines</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ak6DLKHtpR6TEEnmcorKA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2736">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea64e0167956cbf74c8f7e1569cc876f7625942d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bmFPbLMiLxtR9tFrTcKcP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matthew Wilder</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9729</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7238">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coal Chamber</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256208</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69k6uTSZMPLpSnhmLCiKxQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b219960abc1728ec54d5d57b6b38c8283b7df5dd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6532">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cafee2d476d6dfb1d549a1d00c1b3a57553caaf</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horrorcore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aMAN8kMJ7eUOAuPUYOwI7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horrorcore', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151550</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twiztid</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10624">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b63fde13a70ad14a5259fea89595b3ec63b9aa60</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zanzibar</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1284</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FSgRdZPWQynYnMTYbK4Ui</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6117">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1558</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04b3d49a68005981390caf3a62937f2d26a2c571</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QYN2PJUwq49cW3T75KXCG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ted Taylor</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8958">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'banda caliente', 'deep cumbia sonidera', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Y4RbL9WTMzu0TTobNbNSv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beto Y Sus Canarios</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127577</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/754734e7c3045e42a8e22b88f30791e6c5c2f349</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1433">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Collins</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31fbe64783eb5d493161640bd599dceafc615c6d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lxfqrEsLX6N1N4OCSkILp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2158646</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4111">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy James &amp; The Vagabonds</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">921</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bflLnRrSv2lbgQHyhFP7l</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42b57db9bbaadd7f093473312b2158a55b971b81</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4652">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa23cdcccab2cebc7cbbdee7b1b1bdcec8d68a32</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver Screen Superstars</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">781</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BMbiYi3XahOvSkppnMCIO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7654">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dum Dum Girls</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/550eede7068153f24c76500004ce3413cd028ba6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65ewrL6LvcNGMMRVlksNGS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73803</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la indie', 'noise pop', 'nu gaze']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/384">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'emo', 'pixie', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4565882</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c46ccf2b9b95366a3b660470e009dac3f21dc40</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74XFHRwlV6OrjEM0A2NCMF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paramore</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1546">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296231</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b24d7f79496b9767e070fc7dc1a623eafb9d7674</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bubblegum dance', 'dance pop', 'europop', 'hollywood', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kM5rgJvkiDMOoKX56H6pX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S Club 7</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4127">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IXveWzPqTtENcw22RSvcY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spats</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4356">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc60ce1f05643bfb2e320980c1071c77a2fe4f8b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rpos3tdyyc5uoxMM8Ptg9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3824</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tune Robbers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9644">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DD6xBZ1INIT3yGJRQLzej</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'dream pop', 'gbvfi', 'indie rock', 'jangle pop', 'lo-fi', 'power pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugar</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36606</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d062764dbebf04feb9ba7871eb41a5d22c0a35c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11170">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">994</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Craig Wedren</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GPehFTPUP3j8J8ULlpqWh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b7edc65dd6f87f234636bf33670e2f17be2fa7b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2422">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L'Trimm</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3656</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass', 'miami hip hop', 'old school hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VxAPHwWkvVRCb5zSHI4Ag</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1b8b7b98d1c9b6ee4da67fd05b03f4852c2b1d9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11000">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Murray</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ad9a3ab1e1b9fa1829fbdd7c3876565f1bcf219</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PPJWqaWM9JWXk1Dp45EQT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7493">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21692</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'movie tunes', 'show tunes']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b8181d4de7f5057e49d17d18e35c8812f6cf5b0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audra McDonald</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7F6surn3OpdyOzupSawyli</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6717">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5397b81be40b2eea51a76c667af5314f908df352</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">COIN</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198250</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZxZlO7oWCSYMXhehpyMvE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3112">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'classic uk pop', 'glam rock', 'hard rock', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweet</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db1b8d2a6b37fe42570e93ac3a9a4b6c47cfd60f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JaAGmSTpJK35DqWrDUzBz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186739</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11348">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HBi6ycIZDI7zvTjPzR7y7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/268920aedf198a51c820faf0097cf79d6db9d041</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brad Allen Williams</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8754">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278370</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bauhaus</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance rock', 'dark wave', 'gothic rock', 'industrial rock', 'new romantic', 'new wave', 'post-punk', 'uk post-punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9676688ae196b8abf4ed89ce6620a7ad04027095</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5N5tQ9Dx1h8Od7aRmGj7Fi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4880">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B. Worrell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u1cG3zBCdzvvbP6KktiPK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1607">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Boys</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ecnb1WPePfrHg4yfQfmqN</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49425</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'new orleans rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8be6c8c78640d277e9eb4f3da89ff213b8d6be61</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/421">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2384010</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57WHJIHrjOE3iAxpihhMnp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louis Tomlinson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e476e36662c073020136f60958cf7e251913920</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6995">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/906d3e6687d62093ba4d0ae81c0dcfc557b61b6a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hard Working Americans</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12693</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HFE1NUz1561kJM2lHI6AF</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7507">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a710191927bfa561e7bc8511b448878c0cfe72c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">379646</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67qogtRNI0GjUr8PlaG6Zh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zeds Dead</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'canadian electronic', 'edm', 'electro house', 'electronic trap', 'progressive electro house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4838">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14fe61a2d9a437f461247de40671881a9fe582b4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gFwP1LjWUCPBbqFVVqy9s</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Purple Project</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9267">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268KnHQWmmgiX2O8bxoknW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18619</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep regional mexican']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessie Morales El Original De La Sierra</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep regional mexican</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ef0772ae210c2cd36f11da889cdca17ec7cdcf6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10489">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'jazz funk', 'post-disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YJjMGHVQj1IHBabXX8lH6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leroy Hutson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e8741175bef5391ddc94d7374c625274e73f4a6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14827</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6480">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c33d8a4577b78387f1d250ed2d185d7fab06272</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'new americana', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02seUFsFQP7TH4hLrTj77o</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nathaniel Rateliff &amp; The Night Sweats</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">358369</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9851">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nuclear Assault</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c99fdac45476b080c0657bd6837d6b1ccccf5ca8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89648</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iu7W76DMacXn6hzAqmJJU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'death metal', 'groove metal', 'metal', 'old school thrash', 'rap rock', 'speed metal', 'thrash metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/677">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">578683</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kacey Musgraves</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70kkdajctXSbqSMJbQO424</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country dawn', 'dance pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/372bb79016ddf962643fd8b5c8d10f3a1a11ac25</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1112">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a850eb3459ee8a084330cc790575cd51ddd3d9c0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">501417</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal', 'power metal', 'progressive metal', 'speed metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DragonForce</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pH3wEn4eYlMMIIQyKPbVR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8208">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20863</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vwWDRwjVCilY1uYVfJfLL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd91bb9050657e9f1054d73a78a3e592ebf8e416</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Bazan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11497">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BhbugBzeCTGXlekhrCnU6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tateeze</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9556">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Akinyele</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3P8PFi9LRirEf3JiEDOHZM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f8a7664a829fd9aab72f5f551cc14b06d3989cc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6028</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4782">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jars Of Clay</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab1797bf422c2f1951b2a2c76496db08c9382132</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lMaDSraU3oiNUsVWJLHdF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151357</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11469">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Roc Project</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep progressive trance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UMXN6PGxu3uqDwpBSMn8A</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep progressive trance']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24b0b39c9051e68ae1c41565e0a3576554d3317e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">246</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6379">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6om12Ev5ppgoMy3OYSoech</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Halestorm</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1abdf5892fd2fb15458fbf510ac0caa27dc9bd8b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">817352</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8536">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Discovery</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fg65Qx6tRt0aXBfz5I4w5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3f4543fb95eef159084f7f80cd68b3a1ed1a49f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'indie pop', 'indietronica']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53141</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3386">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13722</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17b4b49f23e1784fcd275f70aa9f56a6d1a30ea2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Jacks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09dDdtfi4mWLdC2BHOrIrl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1166">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235718</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TJbmc7jTpw78GKCiMpvDh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'neo mellow', 'pop rock', 'post-grunge', 'san marcos tx indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue October</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/912fddca2c77d7f7747dc0b11b265c9c72a1f8e9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7528">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fjiXLsvjcHflkvw83RA3Z</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58dca1a7dadc2d3a2fb78bd37359e3ae58fb9636</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert L. Freedman</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/733">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15c7b75b2f18977d71d8b5a86b232e22bf924ce8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelly Rowland</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'pop rap', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AuMNF8rQAKOzjYppFNAoB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1935713</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4590">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40806</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rNhVm2CnqiO5Lv4Dt2lck</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessica Andrews</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f42ddbace3df505b45e6bf90ea1e0a21ffa80dd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6280">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OSQDUNmll299ldFIF1Dau</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trans-Siberian Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f452855aad4b29be804a1615f61f0bf74f020b4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo classical metal', 'progressive metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182500</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo classical metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7845">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7c9RtcxxUIDLt2YdKZkVSr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4398</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3cdaa2a16df6ada5089c6af4822448051d787cb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['talent show']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tate Stevens</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">talent show</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10242">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e97d41b3e199e7bab31bb9ae2d943b839c3f073a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32TokulKWBj1T1U4bppSlZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power-pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">784</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holly &amp; The Italians</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/681">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iamsu!</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZavqCJe7uqkRpISes0NFi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192266</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hyphy', 'pop rap', 'trap music', 'west coast trap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47e759d1cb286c3d9149435a6669b6f1e267d70b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4968">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YqBYvdW7iRqeCpIh8BE56</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roberta Flack with Maxi Priest</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11072">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel reggae</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5397Q0lxSvxsQkkYiyQGeO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christafari</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b88b1be78fc56c108217b120e8ca0062fb711c0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59992</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel reggae', 'rock cristiano']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9698">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ganksta Nip</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11477</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty texas rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty texas rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kVcYshl2cgTL2yJ44VQbc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a433a58e3cbb95941844cd3f7786987422f330a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8889">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">312413</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450iujbtN6XgiA9pv6fVZz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b743a5f809f671be6a60f79aa662f9332e3d749e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'garage rock', 'indie rock', 'modern rock', 'neo mellow', 'new rave', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Razorlight</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5637">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69vj6050KD8etL7ibI0kzg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/986b811593784b0d3fc432669939034162127b4d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mighty Real</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10116">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JMI7olfCbg0TDTE7yxxcJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83445643f7ce6b239314b5f9f3b49ee27a83df14</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Baby Boys</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5724">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a048dea093a689b6ccf9b900b44cb885f2535102</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Garcia</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'country rock', 'folk rock', 'jam band', 'jamgrass', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QDaXfnxfQqqJQK5lSdjLN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146792</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5052">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soulsister</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">051LEaPnq5bbqCtEEowPgZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10595</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">belgian rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dce98a3a475113b0ee140592c5e8fc3c6f685a26</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['belgian rock', 'classic belgian pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7522">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AfTOzBubFP6STibJPTxwt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30330</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Expire</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chaotic hardcore', 'melodic hardcore', 'metallic hardcore']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chaotic hardcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65aa65955743e48f33ce064f1bc17b0a098f23f1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/154">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/819c7e7c7126e367b35ff23e0653b1779069128f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rkW85dBwwrJtlHRDkJDAC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1524725</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NAV</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'toronto rap', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5670">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IVNNR05uQhrkBIogJtQD8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edward Bear</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f88a46b7798ca7efd6fe5002d7303215c852d546</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2182</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8112">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">932</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Seville</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NI5R1DbX27ODY5JTqnv2l</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3741bf163c3252cc5200009e5c6a3a4f453221ce</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7241">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74172</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Haste The Day</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7voCqDg5xgF1LZFrmbPS7w</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcba5d0c544e453b4f719848bdaa7ec8377f6205</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3706">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b38c22505cf3fc6e30fd1a4402d8dc776f1eb18</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">602DnpaSXJB4b9DZrvxbDc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peggy Lee</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200326</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8925">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67HNxzMi851bSGexRUBtgn</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10579</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Secret Machines</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6c18bb0fb9052a2ed74f0230700fca0b5c371f6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1444">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bwR166mSJEJrYJqfyust3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97430</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ae06c801a8a5b825566021294ec318ad3ef8853</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Murray</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/762">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey James</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f587d3e46fabd7d2c4fcb0144eea2c567b768591</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AAUWYwZqrnuwkjMCO5OX7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53605</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol', 'modern country rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4565">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff49f94f51d351b245bf5bcc4c102bd61fc827d4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14028</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ms. Jade</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WjnlObkDedRrSBTC9N3lW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9692">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jBSa0eitusIKxQHjAgsyd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47169</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coverdale/Page</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0844f603a19e28e540cdb597a5b239aad3986378</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6141">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3876</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c48d9652873caf1343230af0bc59b011fea2803e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yq9Q4bPuxh1N4wtIEXyII</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Fitzgerald</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7140">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Widespread Panic</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'jam band', 'roots rock', 'southern rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef1e50ab4fd87bff2ea8b221024456e1113f43fe</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146111</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54SHZF2YS3W87xuJKSvOVf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1584">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">257217</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['french pop', 'operatic pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aad05d187d689ed57e190c796e152d171a695366</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lara Fabian</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ocwZINHqO9DZJgFtc1B20</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">french pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/632">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4dcf713a3bc309590381ecf718be7d5b1b8f0f61</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mustard</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">453187</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YinUQ50QDB7ZxSCLyQ40k</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7776">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4005</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country dawn']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f7132f4226daa55b9237c5268ffb741b22e3165</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Court Yard Hounds</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XMWZ3I5cZI74S8Pdrnfsh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9244">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grupera</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1914966</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75b0bbc0f7e06686bd104c50fed9cf57eb53a719</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grupera', 'gruperas inmortales', 'nu-cumbia', 'regional mexican']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Angeles Azules</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZCO8oVkMj897cKgFH7fRW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1948">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4d3b863e05275dcfff74e4aa41ae57abd8dc4f6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">461</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ya Kid K</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yav7YvxQmmD408mOoncXh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8928">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2232da5e12a11884064dd93ec696293f3f278a2b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">skinhead oi</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['skinhead oi']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CLovRjQtVClwjP8UIEUAG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Authority</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1761">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wade Hayes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Wsbuy58Ku5N0hWjTuERRa</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11a8bd4874fc68656236361a1488ad853a45aa9e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35985</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1252">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Rogers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'country', 'mellow gold', 'nashville sound', 'soft rock', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45bcc46c972bf295223ab99cd8379e8d96015896</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tw2Lmn9tTPUv7Gy7mVPI4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">865146</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3414">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51873</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gPEo032lzARtzuVqJIm9o</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Goldsboro</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'easy listening', 'folk', 'folk rock', 'lounge', 'mellow gold', 'merseybeat', 'nashville sound', 'rock-and-roll', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06d38d3736c5646927e56769e8a7df965e5643bd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3960">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hundred Dollar Bills</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XJQv1NQm9crs4W1bmRV34</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8311">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb467ade48887f68b384e12a0392b241f15ec1bf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Haystak</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'dirty south rap', 'gangster rap', 'military rap', 'pop rap', 'redneck', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152888</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Cv4OTcRrMvpUqKQftW88M</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2105">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110570</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Go West</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bKupnlF7XOfR1En3K8oAL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ec4919593b340858d86eb8617b712b7e81545af</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6336">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gunship</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c744ea9e270883bafc06b09576f7e8e46f078de</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PALZKWkpwjRvBsRmhlVSS</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['retro electro']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86047</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">retro electro</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7620">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Tucanes De Tijuana</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">639635</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">014WIDx7H4BRCHB1faiisK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72c03a300e1469dd8523f6ba133902ee4c6081f4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10150">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedienne']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joan Rivers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2546</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DRNKPm12DTL4k2XFkyiYb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedienne</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/838c8fa18349b3df22aca419fadad3167a653f9b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1230">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1596836</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53A0W3U0s8diEn9RhXQhVz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keane</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60edec8099691d8973249f3993b292a4a2ead0a5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'piano rock', 'pop rock', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7317">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doomtree</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VdhtgJVCayzvFtnq98XJn</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40251</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d905096e5579fb1a789a847661c1a9ec2988705</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'minnesota hip hop', 'underground rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6483">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Koffee</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'modern reggae']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gWjcmBsveEYMxOZ0VRi32</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93557</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2abf56bbd15e75328817747963bdf1aa28e48081</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5418">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tycoon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ecfced0337be35b7cd8260c9fee0607cbecc8a2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HULdQEsHx1Wt5QWQjJgED</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4437">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95250187fce8f2ca11f7df9b07f1b89e04b475cb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modern Country Ladies</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YKHTcncveu1ITHCfXK0dJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2362">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'j-poprock', 'new jack swing', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Surface</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69916c9e2a603b464e91fb221052f974a07f72fe</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dXeJ8kAqTqtvNWQNV3sdU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14410</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1837">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/100be1b8a9822376f6029dfd519f45aa3573c259</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1589</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ti4oVLdVXncNeAWPKpJLz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wild Orchid</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3049">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1B8AXU6gIIafpyLEpbcv1u</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edwin Starr</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2de194d27ca66e6a5bd892f54173bef7b60bdb7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70428</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8998">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TRU</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ad93mTm2WMvztrf4ocXEC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66432</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9903daf131166178758adebf953c2e514fdfaa6f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9740">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark jazz', 'soundtrack']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53097</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/816e5aaaf9de137bdb327937ccde4a019eb579a1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Eeb1U0VJTDaFpBHV4DmHl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angelo Badalamenti</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9326">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61uwXZTKqYAAoXz8XvUUbE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'christian punk', 'christian rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The O.C. Supertones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21695</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a06019198915c1a98b5660da67c08c1b2e9a7b95</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2566">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a969a9a3b7bf0bb1b07afc415455ed7b1ff4c87</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66331</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stacy Lattisaw</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rKnxuiIepvjtMmrYYV2VA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5978">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32312e7e98a5495ab40fabf62d6c1738aa427210</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UNt2G7k5v533rS87DHQNc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Murray</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/399">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bcc50240e556e832fde021700fdca5629d31440</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5y2Xq6xcjJb2jVM54GHK3t</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Legend</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4650647</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9691">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35017</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FfAD7EYZbQ7aHPy9ujduD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ebm', 'electro-industrial', 'experimental', 'industrial', 'industrial metal', 'industrial rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ebm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b735b003bf0dea516c4182f346a97d5a06f02e9e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">My Life With The Thrill Kill Kult</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2636">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc453f6b81a4006de9b449c329f917531968ee2e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ltcwvni6HdZAJaWhmIvNR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock', 'mellow gold', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66010</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gino Vannelli</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10194">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Beta2R6dsbwzDa75TFlaU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kids From "Fame"</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3294</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03620234574c268c303338e058dd742c6ee36b85</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4700">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1582</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YNgNtNUJlJpCmWgz3kHh5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K.P. &amp; Envyi</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18679b65f7f19a4f858a7bd42f95082d52fded99</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6386">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327057</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd156821d9d1f433e37712f3a9b1b2b9b7c1b278</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'reggae fusion']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Popcaan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62DmErcU7dqZbJaDqwsqzR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9959">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AyBaEY70cbPAo0XlA0bkq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff9db42cb6d72a80422444ebcc09bbf6fa6b6623</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Steel Riot</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11125">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lB52JhNwX8rTbxK3lELYO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81f4f5bb8c9e3cd5a5d088bc8e3fa85e82e24d29</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paolo Favini</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3530">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'brill building pop', 'bubblegum pop', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter, Paul and Mary</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yrBBtqX2gKCHCrZOYBDrB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267677</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8775d2330e168b1c4183a976afcf8bd529bd6d36</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/446">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ioOEWNNGK40H8xrGj6XPW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140240</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie electro-pop', 'indie poptimism', 'la pop', 'pop', 'uk pop', 'vapor soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cca30d13aba47398c0a016d902a473bb3f220ec</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">XYLØ</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2793">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4632</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'new wave pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane Wiedlin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IXBujNySf3RBaGjDI8dqm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee5cf5a071a57872e397ac2c02c7967bf95c72f5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4182">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66a7fe2b2fd9388cf860f88e8636910f161be6cd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Autry</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ixB75BQR3ADoWQkcHQJTs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22782</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5692">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1498</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21KpdYIquYJUEiEcPO2cnI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/603ee836e15d6c2079ee87e07e3b7c7925978fc8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holland</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2417">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e400065b7ca25268a01a53b6078ce37067445a9e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheryl 'Pepsii' Riley</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NYv4D209IRCOhDFeBFM5p</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5501">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e636b1ad820a69fd473a43fcf2b688f2af9522a8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xu1io8t0VKHmTLxFO5JOR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave C. Norman</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10048">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1334</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic rock', 'irish rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4L2UZKLyMb2uyXYtq0eHV9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8fd651e528370167e852793c458bc34b8967790c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cactus World News</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3102">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ii6e2pv8VIRwnTER71rMl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Taste Of Honey</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f2d7e6c025c3983509a3d5e767d5437c9d761ce</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12118</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8954">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AhwA1BRY5gQMBkJtNCtuC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Star Tribute Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af8816e7b82e2316227f74a888f36656f0586b14</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4882">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['p funk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G. Clinton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JSQcyfGV8tZs58U1eaUIY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">p funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4690">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dffb414ce1948e442d63053be52fad49d51ce80</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'east coast hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4860</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qmtfLJzKBu8csTDXTEAph</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heather B</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7003">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UDplVRprMbazU74Hq8OLl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'country rock', 'folk', 'folk rock', 'heartland rock', 'indie folk', 'jangle pop', 'lilith', 'mellow gold', 'new americana', 'outlaw country', 'pop rock', 'power pop', 'rock', 'roots rock', 'singer-songwriter', 'stomp and holler', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jayhawks</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c5b787d62c4458682fb8c829e91b7a5d79bcc10</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64660</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3661">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d6a05a80fd4f871c3503df6745ee38172b0c040</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dixie Flyers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dv6WnCIPKA7Xuu1EwINSc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4893">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'diva house', 'eurodance', 'europop', 'german techno', 'hip house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Captain Hollywood Project</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0ba1616b5223cc4b4365fb697812da1a4c39672</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3El2sJgqTWkg1kkyHHAEu4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33778</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5307">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Home Free</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/110fea6ddb930802471be8420a9db6f1bb095e4a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MSlGNpwXDScUdspOK6TS7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145650</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1039">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby V.</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'new jack swing', 'pop rap', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">464334</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ecfcaf2fceb5b5107ee5e09ba8cd713fd3f2563</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HgF4KnohByNElYid7iCNb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6008">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">703</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c538dfaa131945c318f2c21716f9b3e4efeff28</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Casinos</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oEalcjHCHizuXF2ao47F6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1311">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bravery</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bcrMsFlF632EQ6VZERWFu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/235eae7c1058913c524f713c201c71c0ccbabfd9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'new rave', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152191</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1857">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QtIfAa6y7w2JhxYJhYeUG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200449</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3922434d2ac69630c50292c0d88333f557929ebf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Color Me Badd</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/925">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EeArivTpzLNCqubV95255</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b52cf6ad5ed1fa8c4ea91f2eaad4d8d482af62f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69559</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cali Swag District</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/136">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grey</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f8dccb4a5ff163fc555c25fae9f7e98d8711952</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lDBihdpMlOalxy1jkUbPl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop edm', 'uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40557</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/93">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nFkdlSjzX9mRTtwJOzDYB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JAY Z</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4863076</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4912d27d6b01dd790313d8ef76586be6b100550f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9877">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112442</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef42681d942cc60080b535ba62d80c79c19e6960</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'hip hop', 'hip house', 'new jack swing', 'old school hip hop', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mldB9nEb6VC2cUj7EcgFw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid 'N Play</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7517">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'contemporary post-bop', 'cool jazz', 'jazz', 'jazz fusion', 'jazz piano']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162426</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0F3Aew9DSd6fb6192K1K0Y</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa582c5e13fd56cfd7cafca75c59eb8cc14f2d5d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Jarrett</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7833">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335302</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Airbourne</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6urzdpGY5yUimWZsgJUoTb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8a03e10486b17565d5a9865e1cfdce37ddd3232</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'metal', 'rock', 'wrestling']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6206">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jumpin' Gene Simmons</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ea1eea561138f666b8657b5d608c9b797aadd2f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iebo7ZPPFQ7cFVo5CKfgF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4777">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UgYIWTgZ9x2aPUrWkaWop</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2753593e99bc791c645e4e7048270e32613fc3dc</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Kershenbaum</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10890">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0910528620b8f947d54885648a7f5d1b3e90a360</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WI2oGjUumIyQLjF7beKpH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Studio Cast</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10299">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lene Lovich</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73a61854c71883cd3df13b03e5e746a26103d80b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yFJnlNMiBUBplMaOP5CMX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'gothic rock', 'zolo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13973</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4427">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Osborne</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sghswo09Y90G2q0eha4SW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8172">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Every Avenue</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'neon pop punk', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c30c47688da8bf557a787d85f13a8cb0cc556e6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IpSmgcN9F3KNa7j9JtAE4</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105820</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11014">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7K7X556EZcbLJ9h6ExWabC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duet Karaoke Singers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/010c9437038091a2c89120bf22b3d80c192ccc5c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9380">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0133fd1cf822caa02080abf4a9d9347f1e27bcd5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'epicore', 'scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dU7gPN2BhEPfO5QHLt7es</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27139</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorne Balfe</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11002">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DL Diedrich</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2A9k7TmzMpmLLmYjZNAlIK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27555a2973bfc99d3a90f99bd5d3744e4693cfe0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1798">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3460</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9748727134443e7a95345a374ed655644721a4a5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MlDkUP0NuzVFQwnwiB94h</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christión</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4113">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chicks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DKrGwhJajBRWHYt97NFxK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86404ea637d7af81de69f378d9374ff0fd4a0390</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3342">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marie Osmond</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62634bd8b76fe071ac51c829a7e373606c5c5e44</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16199</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ijY78RxOagYo8FOgSEkWj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3474">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'mellow gold', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Rivers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77757</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c618815c9e7910b2c075bcaa2b160c9f84e0f94</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TiISqKS6ESlMQ4WFfZJw2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1263">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506508</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a264988c443227309d7a858fba42055747bc5b41</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eyMzR1hYiEZtN2c9ly2kw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matisyahu</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11178">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hJS67dIMP9WRprPjQTIaC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee411fba9d09c5b7ae845a839419f3afe5d0f942</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dixie Belles</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8683">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/352810d3973716a3e2450fcf738d5f7e342f4a86</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187870</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZIwOAzDuGPspzK7yiTc4S</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Feat</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'electric blues', 'folk', 'folk rock', 'funk', 'heartland rock', 'jam band', 'mellow gold', 'modern blues', 'psychedelic rock', 'rock', 'roots rock', 'soft rock', 'southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10809">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VsnsidRkNra032fmZULdL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grandmother Miracles</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/690fc98211a6ef3910b1b1381034467681ba92d4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3617">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Stevens</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34078</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MpUvihmfilIxyN20kXwQj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53c953c667a55091b1a55d7c28f7482a8a44b039</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'comic', 'country rock', 'nashville sound', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6178">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dick &amp; Dee Dee</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f57841bd049082638d10be5862babcd2cacdc29e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TLwl6BCLZ5D1jwn4l2KGh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5960">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep northern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4amyFeBFFIbbe6yq3ODoYC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Troy Keyes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep northern soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f11631b2e7723ecbdb5a40cf118f74d55cc461fc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9162">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1155409</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thiago Brava</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LGh5vyaoQP9bgTwLSMTyW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a64978418aa2ea178b6f434ad4efe14e631621eb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk carioca</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk carioca', 'sertanejo pop', 'sertanejo universitario']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9538">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nashville All-Stars</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Mo3bz36Mm6tKKgkdvZHqY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1257</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/310888339f906b8896249b16ac5b300f3123047f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1163">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XwcepfAsPhrvwziGxhwju</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pretty Ricky</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ee69e86ee3a92f6c9781b1af4edba934498c219</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip hop', 'hip pop', 'miami hip hop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">796862</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4209">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84c160d930964aa9b7dac2930add855a1b6b21da</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Station</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tPfY9OTF8wh0LDihS8uh1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10130">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2872</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3127fc5283626776a1509386c63758986ebeb8d1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LsOwSn5kKzE3toFMkKyvh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wire Train</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10962">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Limeliters</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82154d5e46d94bc6ff6ee07b06e5ca72f868e1f8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5893</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08Zx5pufnilNAjm28CauiH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1435">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">946</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c29a8d9a21b92bdc7f304572b7f5fa9f5d1522c5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jNmxPYz8QE5rYp4GDil8t</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dina Rae</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8903">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b484cabcfaaabaa685dee7aa1867308b85b38e28</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eighteen Visions</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KcePrJuVbBv9SyqCEpdPb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mathcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mathcore', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18854</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6811">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lzI1n7isejxFyXsmO17si</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/284cfd24a59259c419621b5ecfc52da79f44b690</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10718</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G-Mo Skee</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5566">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon Russell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'piano rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6r1Xmz7YUD4z0VRUoGm8XN</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123873</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/803611243fd0decfaf6ac4c0ff4864fc04754c47</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9763">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical soprano', 'opera', 'operatic pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0ec235c44a69656460b5b311d5f691b0f0a436d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fcsflK8xu26XH4OYTcm5T</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25869</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical soprano</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kiri Te Kanawa</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11353">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07Ki4LOiyiextOVUe7c6mD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.Eli</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3925">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don &amp; The Goodtimes</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79morm50T71u4BvK8yAe2j</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/109decdc61e37b4e7c7d8d39a36a8a331eda3802</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3725">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4125b4fc6d5dd33194722d7fa7485e10d0fa6408</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zager &amp; Evans</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4603</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55IyYO6fmYpYw6Nd4YF7bw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1231">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Meters</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JRvXPGWiINrnJljNJhG5s</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129609</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2439ee3f609c4039a544a4505d7294f3240a290d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'classic soul', 'funk', 'jazz funk', 'new orleans funk', 'soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6463">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['aussietronica', 'brostep', 'edm', 'electra', 'electronic trap', 'escape room']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d6a5e32c16012c1afa66c40c4cd39415b5549c9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alison Wonderland</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11gWrKZMBsGQWmobv3oNfW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">aussietronica</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">316645</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/645">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04abdnqPQe2N4fjztDea6z</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b89e3e89ba7e17f05a49ee3dc4af5d8b9028751c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'post-teen pop', 'teen pop', 'viral pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1569723</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Austin Mahone</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4744">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/173473e969b9b4451c20b60f24cd668007b1b8f2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PUzVXdNnsJGPDTIU7xvqu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep groove house</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Livin' Joy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep groove house', 'disco house', 'diva house', 'eurodance', 'europop', 'hip house', 'house', 'vocal house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12323</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6544">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2846df6e922b0a5bc508ce65cb99af6f2e0e7b8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">492026</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CKa42Jqrc9fSFbDjePaXP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big K.R.I.T.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8853">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36026</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/897aca91f990d3cf4c9499f5964ac0031079aa01</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EZWlSBWlPsC8lCI2Y36Gl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K-OS</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5823">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">246</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cafdaeb2a5bac70fe085982a20e5f4a800da3b1b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UR6OHNF46oiFXFwTieBGu</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liquid Smoke</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3870">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eskO5m0H4yiF64vRySBjr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345061</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buffalo Springfield</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b701ba75981d0b9aeef036b9fab4e3c96609e364</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10700">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aea8c5f1bd23fe0b473b50dd4caf5432b145bcd9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flip Wilson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12fzPdV57ySBxIF3eb6OW8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">882</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1778">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc1d25536ae9c4af3151a588a84dfe6cc6bfba6d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Verve Pipe</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock', 'post-grunge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242iqFnwNhlidVBMI9GYKp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166593</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9095">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CVHpcuVERzqAJcP2ddoFy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fire Theft</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4538</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d0f0374176332cb24005f1c94b13564f72079e5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'emo punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6849">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'folk-pop', 'indie folk', 'modern blues rock', 'new americana', 'roots rock', 'south carolina indie', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37d696d83fec2b6a1eeaf69ec91b5a37b089d967</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shovels &amp; Rope</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1M3BVQ36cqPQix8lQNCh4K</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118283</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1020">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8af7ec2a97f47c5d8ddb1f8f93db55d78ae9587e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The White Tie Affair</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lmpEOYpB8yNe8buBDP5vF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21916</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'electropowerpop', 'neon pop punk', 'pixie', 'pop emo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1555">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Carter</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5338fdSzGNOFD4cxAxDTeq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155100</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9d57fea53a61e0179cc0fbe1b293f748f7b8b06</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1420">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94794</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f198efa002bb00db3cab18e19408fe12590d434e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nappy Roots</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tCxM1rTj2qUXsiQZxvt2I</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1134">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34d511cb4ddbf32bc882f904255d8d4cda721ecc</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elephant Man</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NOvBZrkd83MSD51xkq4on</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172860</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'old school dancehall', 'reggae fusion', 'soca']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6369">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GSuGuz8CIQpRZdig9k9Mt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of Mamma Mia The Movie</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e5fc2681aacd78538c802964c2df2490d4169b0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61139</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9554">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15235</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sQP2EMQ2lCrbjwDDQltAX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty texas rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty texas rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3d10b744afd5a277266c1f6b8b2082990d7f852</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Facemob</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10376">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b1c2788b635d9cd78f2525b706615974c24643a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">USA-European Connection</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">353</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BOuiEyaWRTEriA1fK3J4M</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8505">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ce9d1d8654b9378ef49b85993b25a879e179326</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian indie</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YPUYmSXbes3Y0SWEAkp3F</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian indie', 'roots worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Derek Webb</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11057</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2170">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1224</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mghkDV9wSayZ9f1kf6qpj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cb37b927308364b4608c3eb0e76ea21d9087743</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rtz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6258">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68tBK9r9zdViB8V73G5SA9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">539</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Hayman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0bc348e36c66ac83964e89c588d583b9c4e4934</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9167">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6419</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/017586e38e29ccf7b9187a06c621e1e05572968b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5u1yDuCoxRODm86FhVqUU2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ours</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/287">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loren Allred</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99e6f4c02a51aaa59f90c8c64f4db8690ce091ab</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58965</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show', 'hollywood', 'movie tunes']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LyOADBjj28cbvJWTXUEGA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8999">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1756</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d72f08305f87c0aa6957f87dea32be3463446baa</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 5 Browns</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14lY8L0SWnRDeB2UH8jOAK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10931">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical soprano', 'opera']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical soprano</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bjdfjE8XbLa2Odstu6E1E</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155443</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria Callas</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a52b6b3d7654ce2ee5819efde4857bb3218a0575</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8001">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01uI1SCsA0pLwWa2ENV6Gv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13937</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9733d6ef988b5059938badb3573764d2d465f541</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'family gospel', 'southern gospel']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Booth Brothers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11432">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burning Fire Karaoke</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vyPPi1hRd0KJvGlJet7wf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11329">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrikaans']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patricia Lewis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2807</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e799d14aca73a33deb984d7620f282d68831ec6a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wu0l16iC7VFb4b68pcmoi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrikaans</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2217">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa6df0fa768c962c627b26c10dbb50e478cd8cd6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lighter Shade Of Brown</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AyywyUcQP99oit737gZK2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'gangster rap', 'latin hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31837</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3041">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9816</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EPScT793Qw5hkf8tvVpRV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/248b0e7a7539af72dfa5666c352d41af1c1b8977</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sniff 'n' The Tears</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1532">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willa Ford</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b09f364edaa45845f99d754de30a36183a797d2f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kuEP1E9k3WBEwMKwEmp9u</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29434</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6351">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thrice</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d61dee96a09c91743eb1d579acb286357ff9d9d5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289464</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NChzMpu9exTlNPiqUQ2DE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-hardcore', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-hardcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10590">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'texas blues', 'traditional blues']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dCuFngSPyOOnTAvrC7v2s</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie King</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196830</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c1f3c786fbc542e29df368b40d6ad888fe010be</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/699">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Birdman</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35sCXuy5gN6Or69rZ9vqBs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0f17a1d34ac2462e049b89daa2b8051231f753b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">553650</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6612">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ariel Pink</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194347</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5H0YoDsPDi9fObFmJtTjfN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'art pop', 'chillwave', 'dream pop', 'experimental pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'la indie', 'lo-fi', 'modern rock', 'neo-psychedelic', 'new rave', 'new wave', 'new weird america', 'noise pop', 'nu gaze', 'preverb']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/589776446251a4aa7469d257152216141cb98610</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9479">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'dream pop', 'folk-pop', 'lilith', 'new wave pop', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sundays</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70525</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d11ee55598e458475cf9b34ce3bc7ffde96aceb4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nlqDmbzFzbNITaqjJv7D7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2834">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42531</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro house</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oliver</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12197dae5c2f5752da45b08f06953e2551066ebf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro house', 'filter house', 'nu disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NDElNqwGRCmsYIQFapp6K</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8773">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Armor For Sleep</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfa0049d7beb0d23b0c7955b9ed0ff35934c8966</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'neon pop punk', 'new jersey indie', 'pop punk', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66021</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eSbps3Uha3MMBNWhMYa2H</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1869">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WKdxPFRD7IqZvlIAvhMgY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hip hop', 'new jersey rap', 'pop rap', 'rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">637279</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd757e1fca99ac0a3da9aa6c2969bc696cc672ce</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fugees</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7255">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ce872b5ae495aad20f387e3b6a417500f58d00d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Two Steps from Hell</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qvP9yerCZCS0U1gZU8wYp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">442519</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2630">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/357006def28d46afdb2fcff31bf8f6b69f2fdc32</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24999</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jan Hammer</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50zRydJXfkLzGIOj9mITfy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/35">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dean Martin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">718168</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49e4v89VmlDcFCMyDv9wQ9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/492d4ece2bf7c87952be47359f038182fbf15d9d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5859">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UjxvjW3z1dkpHfRmu2o9S</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean Oliver</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fe44b480218ef851e4d5660342b735340b5795b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6956">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">502831</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bassnectar</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c3031087d35a465f8046cb7e94e80a30b23cb19</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JPy5PsJtkhftfdr6saN2i</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'breakbeat', 'brostep', 'edm', 'electro house', 'electronic trap', 'glitch hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11049">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68d385b086f5e154f8b7bd9908ca636ed02beadc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Musical Cast</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68yrt3sld1kRfouh1HwL70</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11647</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4055">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39d1e6e06b211690a90d2962a667cf19e654f6f2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08Lo1LUP9sCEWm58t38SqP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Challengers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2945</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1700">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HQH1SJokcVMdstilKJ2S8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brian Setzer Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef3319af3149cfb21fbdabcc7fdd3f30d87aee92</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'rock-and-roll', 'rockabilly', 'swing']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47178</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5762">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gdaEBrH99AfhsiQNbaSBp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm', 'soul', 'soul blues', 'southern soul', 'southern soul blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37747</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2ac446bfdd0ce3f971067b8d1850250d5787a90</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Z.Z. Hill</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7006">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark trap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pouya</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nXOZlYoAD67hF9aUEncMY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark trap', 'emo rap', 'miami hip hop', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422919</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/878f18156bb67cc87894f2f755671dce8ac201bf</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7554">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tune-Yards</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163277</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0asVlqTLu3TimnYVyY5Jxi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'new rave', 'one-person band', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed2a22b75200c695c51cde72788bb22961547966</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11409">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/371b5eabe14d5f2c91322f8ea5be17cfe3fafb7a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5N8ITSEcnDxZr6tsb5OaU8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Congregation</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/248">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Greatest Showman Ensemble</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63nv0hWWDob56Rk8GlNpN8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['movie tunes']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">movie tunes</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234780</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32dbd227fc8cc94fb7ec9ab5bddc8e9ca72db125</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8748">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0V3kizYzX2po7ElYGzUcu6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Jackson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d0a78b4636b331c3c99e3253bde9cdda735961f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">378</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5029">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Kid</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">618</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/293bc1bc7f46024106a2abde1a3b8559c20180e0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fre5CenwJZSshWcfYfSoD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle', 'freestyle']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4264">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b70bb2097310a56584f8dba27308b79fe5f857f3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16Hec1v49TSJCAwuXYcPn1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Ford</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10983">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YuknfkSYTTbolRpwZBOv4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Gershwin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0031f27d5c6ee70820cb6e115b19f846d2fab31b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131357</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american modern classical</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american modern classical', 'classical', 'early modern classical', 'tin pan alley']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/275">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hailee Steinfeld</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5p7f24Rk5HkUZsaS3BLG5F</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4708149</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68f0051ae093a32b0a75ce67795007ccc277c180</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8445">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44402</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'swedish alternative rock', 'swedish indie rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UOrN3LNaKApiOSdvJiETl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shout Out Louds</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6aa249ffb32819ba9c75fafe5bb198a0246ba8d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7771">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d368ff29dde5f8c15bc139df40adc233e7a5b907</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bd5EpE5vC93GJT2u0fx4n</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Labrie</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo classical metal', 'progressive metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31900</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo classical metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1742">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90250</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Loeb</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TMMyiSsNzmRiZCAkVLVb2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/669fe7249f796711ff217626927d406922a580f8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2134">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbb98a8d0a1268adf099579b5d4a71bad51a625c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7C4sUpWGlTy7IANjruj02I</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Gabriel</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">765895</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art pop', 'art rock', 'mellow gold', 'permanent wave', 'rock', 'soft rock', 'symphonic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9410">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85298</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bubblegum dance', 'dance pop', 'europop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc71f83ac03f793818c88544cdb1c7c76f8c78d1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geri Halliwell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5orH1OWgjAYUX8sZ5gihTv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1684">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113577</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3F2Y683ovlWT53WKCeq0oj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goodie Mob</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'conscious hip hop', 'dirty south rap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/222a2ad5a9776c4e8c7d4bdba97eeb84019444a6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11204">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duofel</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/022bade4c2595c6378e5c54800fed770ec943103</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1531</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">choro</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['choro']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lhWvBv8cKWMteX8a2dEqp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7987">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QuleHm5yBUYv3vjqWTM79</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66385</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marvin Winans</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e6b1224f8915421af5506c5595d0a58bcdba51b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6112">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'nl folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49czbwrhT97D0tODGwDyLs</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4263</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Andrews</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d2dcad56b405fb66f9de56b0bf457a9583b31ca</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2986">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Mxqyy3pSjf8kZZL4QVxS0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Sinatra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc4e0f474fb4c4cb83617aa884dc9fd9822d4411</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3156386</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11340">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Taberna Del Piano</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8074540f764e242a761d5505d3b58d1ab46b3ce2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xnCcXWwbW8xVySh1O7ViY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10302">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uSPfxLxpmlqzEyITHQ5U8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">346</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83553d25330df80cd70add44c3a91f0f809e22b8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pearl Harbor &amp; The Explosions</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5682">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfb61e8da152782920e42784c2a72eed8620afc1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'memphis soul', 'soul blues', 'traditional blues']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aygfDCEaX5KTZOxSCpT9o</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert King</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232909</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/903">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1966757</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Blunt</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KMqksf0UMdyA0UCf4R3ux</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fae108dc2929aad680ee95fe082816767ef2838</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8518">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/665f98e35daf13f5a425079c5083141a6b2da7f7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5knuuVSrTcYm2PWN0VLn3c</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Kirkland</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8576">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Potts</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68klHWrqL5uWq2Qjqaz46j</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3d7d6775209658ad1641496109768720a7899cf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36589</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10419">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85ae58cbb9f0bcbd764cfb0044eed866880a2816</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wishbone Ash</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89785</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77zwstbi3x1IxnbDFg6uns</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'classic uk pop', 'german rock', 'hard rock', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8957">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic italian pop', 'italian pop', 'italian pop rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zucchero</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic italian pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f263ffde44a974b122a3b72795abc04d6aef5830</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KftmGt9sk1yLjsAoloC3M</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320127</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7149">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7bbb340c06669d86e643af73ce859d69ca11cb6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uGhSk7fVURjDaiXW1FSbL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duranguense</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141992</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['duranguense', 'norteno', 'regional mexican', 'regional mexican pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Maquinaria Norteña</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10267">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48ee2892a5d951026c9b8a4bf75786ab0a199fd7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">p funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SwF6OJKP8ARpeMfc81JXt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweat Band</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['p funk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1642</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11393">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/383472dd7800da19d37572c0330ac1f1447646be</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Play-N-Skillz</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13429</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MP4jhYmFEgb0AtiOkw55s</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3347">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58336</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lynn Anderson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">502FY8XQYRxClWgolQ3Hf2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4ff65a58d6d1f4ac851d4895f8164c79df463ff</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'nashville sound', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8100">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7x4So74vIUx3DaLk93JCFf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/770a286de9f12bb5312df2b35bf401706379cc44</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30798</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'canadian country', 'canadian indie', 'canadian singer-songwriter', 'ectofolk', 'folk', 'folk-pop', 'lilith', 'melancholia', 'ottawa indie', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathleen Edwards</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9138">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69db9145a067ad4055b8ce348a2694b3d120ecb7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucy Woodward</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3587</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hQaXAeGO0y6sQYLqdfErE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3330">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10604</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xcXR8rEj6eRPVMFjUNtBe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86a094ed7ec2d14b7bcf86962a2ce50235ec9048</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'post-disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carol Douglas</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6166">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cb721e0baf99b23aa3ed971f3a61f2e3b0ec26f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2887</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oY80B5wwJ7TH3inVejOQ0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'traditional country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Bond</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8303">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Rogers Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04DUpHOyQqwbHFyvIhcGi3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee6d76a2cb360b417641cb3d1b8b1ab74989bf8a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157748</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8961">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35953</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler Bates</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d753d2960982a7d60f81229adc151b9f3cd014bb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75fIuwXxhZ1atNzWLMrgF0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8190">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'texas country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8de9258332c62262364adecb53a458bfb2b1fc53</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69310</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corey Smith</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Da6v0shOpKrOG07ZxonXo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2703">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86e167d0e254de17b9bfa055f8ac48f492ce58d1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4L1z1IcfK7lbqx8izGHaw5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'nashville sound', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77604</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juice Newton</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1569">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71618</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kandi</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00a127bd56ade692d12a02675ff35f5764b79cff</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ThrQemMA2B8xxusTUl8IM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5454">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheryl Ladd</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4cef59f9677571cf0cac69540b104f310fc446d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nJurPRzJe1jhoxefw5Gli</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/591">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33W1pnW9zScZtYTnAoWnOT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Probz</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tropical house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278327</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tropical house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/261cf047c334ad684d0c8e6b8ba0e32409679c70</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2878">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Tom Club</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'no wave', 'post-punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1m24736Bdew1oQVxTePOCo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04e7dea33e2351173a72bb94214049f35dd4c0cb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59616</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/299">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41hhOkoRcm7m4fE0g7t1sa</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1074450</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61d8e1f33e799907566645b84e7571f11cf3eb21</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jake Paul</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10942">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz drums</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/046400f18d7fd4174244031e0459f483a394f65a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz drums', 'jazz funk', 'soul jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31NF3yc9DoAdh2bgR6mY04</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chico Hamilton</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4653</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6784">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HWFXU9pHBj0u58yoRwwOJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Menzingers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'heartland rock', 'indie punk', 'melodic hardcore', 'modern rock', 'orgcore', 'philly indie', 'pop punk', 'skate punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95132</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec2d2953bc7b3c51ba99f5018f17e508aa6f6d2f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6974">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7f806051604c88068d79e19db329d9b9986fa76</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416660</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'dance-punk', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'new rave', 'punk blues', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kills</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BYuBzqmTXwUDw2rYkwExr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7860">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eff6663fc521f1be6120abc02df7981870d31f2b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4l9ufn9GC6LLYXvIanDlLd</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Face To Face</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95955</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10323">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch indie', 'dutch rock', 'nederpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15145</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7757788b4c8f53038e9393ade3d1703e1be6c968</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25uGmqV7NJt81bSYlEMKB0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herman Brood &amp; His Wild Romance</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11196">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neal Hefti</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7328bf73e9e4df491481bf1049716805dd00c14e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'space age pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IjVHk8Mo8GBMKyHnwmth8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">994</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3302">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sharon Paige</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba59a7f71ac6f66038ddaa59e8e5b42d563bce97</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112QjqKDa4MQbs0FhOAgNk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6350">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'pop', 'post-teen pop', 'teen pop', 'uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jnIB6XdLvnJUeNTy5A0J2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c98c1c47d35678ba9d9ff3246a7035a2de0b3156</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1502085</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Why Don't We</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7971">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b813064767fcc83d38dc6ce5fd9aee0f8e0fa78</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Highlands Worship</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'deep ccm', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48ubKBTTmlA82dffZ223In</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34074</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6621">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c9fcfa1737dac42b7b38e13d4667f6cd1544da1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boney James</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sBRcMH8DDR8Nsk2RoJmjS</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz', 'smooth saxophone']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79607</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7350">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8ccad26c518b156798bb7380fb4617f6773af14</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DuJi13MWHjRHrqRUwk8vH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'big room', 'brostep', 'complextro', 'edm', 'electro house', 'moombahton']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Knife Party</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">760439</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9614">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Funkdoobiest</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64b147d32959568e21d99d999f87b033ffce73d5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47172</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pbj7bsLCiQ5f8P9mFnuPN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'turntablism']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11109">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Twilight Orchestra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cKVADiSeLpHpIYYaQ6u1q</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf36b3c493652ca472fe46b8c4dd480ce3c98525</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10929</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9404">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06ed7df07fbb3182e3a6a7e566decd4f662c2703</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The High &amp; Mighty</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8655</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hJpETVqz3jIrAH1WUzGEj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'philly rap', 'turntablism', 'underground rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10113">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Bb0iZiTsn9w0F0HVYrRRI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c92b4afbddaf721c51d3a307a013051e2dc28c30</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chequered Past</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1541">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tha Eastsidaz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51FyBBOW464toW099BsW8z</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cd0bd790b4727b900bc5eb652756c6f9a3080c2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194995</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9566">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lQpSzdPxoF1FYk7ilbe37</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liza Minnelli</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88055</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fb3c2c5bac101c115113b1a0b898b03b65b90a5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6127">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6686</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37929eeadc0c70a24733dae5e16ff683a449ad11</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathy Kirby</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kVx0f62SrfKxKIzXJtTUf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1291">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie O'Neal</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sQVeggRv1AhrMzuCjhCZe</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28e1c2a7dc21d7cab8119eb9a5c2d48d32509b00</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60048</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4093">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vapor soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vapor soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f57c3aff1df565d1dbbc4e2810c68223fdc28c9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D42J3IJpcTm3zxzmZ7TCV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Undercover Dream Lovers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23532</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10547">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mY93oNfUaUwZq67yn3R8k</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Cotton</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40786</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7283a7f5c1c28e21ac4765445005dd859dc97a83</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'boogie-woogie', 'chicago blues', 'electric blues', 'harmonica blues', 'modern blues', 'traditional blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5726">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6155</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcb34e63f8e5ae522200543856050a4b52c1d04c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Williams</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3f626JSVauIhTQgatsFcs4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9246">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23265</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a5685f0ffc5a0ab0a000b0ca82dbfb435872e8c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killarmy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wwleY8YnxnutxOExPVoJb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3866">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X79jVQeTlVeDM881ZhrU1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Knight</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4ea13f1de90801cdb9ba164d833ca3447863675</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2281">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wolf &amp; Epic</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RRj8U5qLs6iibFLiXZqVs</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7222">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">950</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3H7psXAzuBynE28B3FHeEC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f3961b4468e537ecdf5e8f259b18cbca8f81126</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soundtrack Studio Stars</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7641">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nz singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Finn</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45823</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nz singer-songwriter</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5fa09510ae7a698c3c64d55d2c81c7cfd6e0164</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183DuT2WcaEO2tclTJW1tU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/371">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vCtweS8UVAXTyau2j0rDT</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Turner</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12da192babb5e97ff9f816a33544b08c5ec52796</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1422127</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7490">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oZcMYiKpjaA2Et5mU3RPP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c96d358540fb58c06fb98bd236d852e2b74236ee</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193224</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'modern reggae']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chronixx</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4673">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reel Tight</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PeB6KzaIJW8NnVlU2OcmW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5936">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Greene</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yVKWobbjJxDqfymHEf001</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2390">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julian Lennon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b6b9d7f274dab61f0b4c6c6eddbf0ac209e2adc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33095</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Tvos0a5rRrBu4Oodu5f79</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9944">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82668</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aswad</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'lovers rock', 'reggae', 'roots reggae', 'uk reggae']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a44b7790cbd365efaf772a930dccf6710feabeb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55LyOQNIa9J8wX6y6eJfc0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/598">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rVA45AaxEEetdqc9NngiJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6825">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1768e74a8ebc13817aa3e54598a74d09a456d838</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'latin', 'latin pop', 'norteno', 'ranchera', 'regional mexican']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5c4wQaXkNDqSOTjqX4ExAu</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jenni Rivera</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1275006</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2967">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burt Reynolds</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2D5bxrK8NJKmSymP9jfXx8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f190abd16d4f3c5d166784a43a0dee277ab99e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7550">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'smooth soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yMxdaUoKCalQPX9BMeeFf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avery*Sunshine</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e0503c3e3680a528e76078e3f33cc00e3121870</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44239</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11343">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54518</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erick Morillo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'tech house', 'tribal house', 'vocal house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/509f87a86c9cf5a1d04e6f26dd8fba5959266731</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DE0cYxMnEEmfKLwDkYwxb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9952">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caebc861321b9f01098f3f9da424f47664c067ad</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elmer Bernstein &amp; The City of Prague Philharmonic Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WzNrRgEeza0G7ZxVE2g5H</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7092">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">943676</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46CitWgnWrvF9t70C2p1Me</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d38fde0814f54b9d2a08535d07f104b792362fd7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daughter</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'indie folk', 'shimmer pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11144">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BsppdFTK1BO8tBfgzF5cN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Re-Flex</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">synthpop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10369">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70a213d130b45c166a1f8bc99dc9b2a7e5d03621</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G R Shankar</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55MpnEs9WFDghiE4mf5hsW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2237">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'old school uk hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6579</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monie Love</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dupCiguCFkYZRisA3foPu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db1fd9baa8ffdf82d0ef1f0e40f17cb94272d4fb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11275">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q0FS5pmRG9jaj8yw7vBxF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ EZ Rock</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8293">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-grunge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3driPpCh1JEUnPFKGyHXDr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32983</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53bb06961ae94b04df8ba5d0b154f61db4f8ee75</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Medicine</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6626">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Action Bronson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hip hop', 'nyc rap', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83095fb32380badf33c13034722a75dfa11cc7ac</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BMccF0hQFBpP6417k1OtQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">484561</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6924">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fsZkYcSEUEvZK2tEjzrVY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8a8e324234bc0fbc4ccb67f931d77444b9f6852</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Richardson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25734</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'shred']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6088">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3066</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hIOIluaknpeTzdniBzj8A</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'northern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28b1754c1f977bbfff64ea9f0541fa42ef3d934a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.J. Barnes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4935">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KB6LGMBaOYYYdvvgyptFH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'electronic', 'hardcore techno', 'hip house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f03e5fd2742e628d0f18fe9c41b509c0e62e9f8d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Utah Saints</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20192</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2026">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MBIKH9DjtBkv8O3nS6szj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10,000 Maniacs</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ef8206509549f21423bb86c7fc492080b351edf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160578</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4920">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trey Lorenz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff909bc0fe4f22707ce77d2bc33fdcf0463ca81b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2961</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23kP8xlQifcAV4nd84iHbW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9331">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4126</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'folk-pop', 'lilith']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38Tbx2UU0VVtVfftWIdGZh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1fa10e66910158c2bf2afbc90b484c4602cefdf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nina Gordon</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3855">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">395</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The American Breed</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77ZSVx5tJdeJdJsdJ3z2UX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4944">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4692</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14a4403ebd5d7eb23874ffce534571ff833e0d88</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FmH6MmsNdjm11V4qa9nMW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nyasia</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle', 'freestyle']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2574">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kWlLkjp0E7jPzEmgey343</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max Headroom</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6250d306f23d10f1e652e1a9d5e739e6ed12716</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7787">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7611312df9b601f1bfb0fc3c0b2d3b2f6f38d708</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q45hW4q5wKLjtnJlSgeq0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dre Murray</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9167</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'gospel rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9307">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0c76fbb7b97c8510e3622a04498da1728eb8421</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Godhead</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HINQyW0VMYvvcmTPFGcHR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15603</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">industrial metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['industrial metal', 'industrial rock', 'nu metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2506">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JjTnHt1P7gQXlcFDoI4IC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96ab8909c0fee9b27c3735f3b61894257a455f88</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jellybean</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1442</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7442">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd513de612781d5e513bb5fc0a10c63d7070c201</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5L6QAKAkdJIPLsNbItZ2KF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Trono de Mexico</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359641</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6599">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electropop', 'pop', 'tropical house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ILLENIUM</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45eNHdiiabvmbp4erw26rg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13f93bc1aa54c82eb6deed1637b5049150cc9379</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">642350</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1911">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rayvon</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2114</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hB4SmzreXMTGWYj7KQ7QN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b33e1f799479adba66700f1dc14331c364812163</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/162">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed63d93ec5348edc9cdf85c97179bbc78cd57292</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3435096</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pittsburgh rap', 'pop rap', 'rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LLpKhyESsyAXpc4laK94U</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac Miller</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3873">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Victor Lundberg</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aPt0ITiKD1r1GXV3RvOUh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3606">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Whatnauts</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1f845bf5f722d3493a2e4d8078b25616d32af87</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SFOkFzbmtkUJ5A6LcYPWB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9741</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7690">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RdRumkn2UydUjqytNJ2Cp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Denim</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">austindie</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['austindie', 'chamber psych', 'freak folk', 'funk', 'garage rock', 'indie folk', 'indie rock', 'modern blues rock', 'modern rock', 'neo-psychedelic', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/269018c4d2da0444eaa28b7519b4166aad0729d3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103725</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8124">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfca5eeb90cc3ffcc9ade08dc7909952e0d07c76</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25Kfw0CRHgjl9oCgMfEYz7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38469</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'indiecoustica', 'roots worship', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sara Groves</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6733">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47z7ZrgFoBvVpCnElCE3Zh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'brostep', 'edm', 'electro house', 'electronic trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/971b176993dd8a72bbce14ac1cc50fa8fb8db9e1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">798221</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yellow Claw</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10186">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'funk', 'go-go']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66d432517453b5c55341e972a0354cd78658b662</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8348</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EGr1AnjVRXYz8j9CTYDlm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trouble Funk</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/466">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MadeinTYO</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13395393e3478d210c0f7eda61647ba791badeac</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">807641</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SyGEPymt1G2uto47tVWvZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10928">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66Pq6HMX0YqsJgtUZrFwmo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Connie Smith</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29936</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/057df358be7b37c8794401a2d80e45a47d46852d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7382">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic thrash</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b38f4f63ab89ea648fb1df7a4ae6e6ad091c3da4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic thrash', 'metal', 'neo-trad metal', 'old school thrash', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28578</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XolQApHVLzp4L8AeOZ7nx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sanctuary</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10264">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28142</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Dury &amp; The Blockheads</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r993rArgKraCkh8w4Wszl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66dce4ce784ae4c6ba5f20d25e798c580f425a38</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3401">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">731387</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'jam band', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'southern rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wQ3PyMz3WwJGI5uEqHUVR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bdcc0b9d923663187af1e9476fc2bcb1b936c91</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Allman Brothers Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7916">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YBQnjSxJ4GZyKh6VHEOEG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean-François Paillard</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1307</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestral performance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/932369b4022c95f0081ec285e6db56909e41c169</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestral performance']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7800">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28684b88f77f21bbcbe0f63e3009cb39f94ee997</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ballyhoo!</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6py4uFIC7T6RdrZnH6hFYJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68723</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10587">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3290</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ELO Part II</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l76Dze67c0pEL9yv8iNYP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4380ebf6bc0c9734308705ed756d5ee33837c42</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10662">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Street Friedman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yEza7Mdevh4Vpd94RB5IZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ea1c4f9ec3b94d5c56d62530d58ef633cfaa728</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/442">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26dSoYclwsYLMAKD3tpOr4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6395789</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f19b6ebb7ea955bfdc0fdd5ae54dd604ac774b27</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Britney Spears</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1254">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b84dc1d4c37a891d354377eaed3e3b8a663aa831</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ePtiHg3lMjWFLlbIKkCRD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peanut</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10401">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1644</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WKIRXNWr6cYlm8ZYVXD1I</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6e11683511e9477a90665eac75d04958b12b162</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco', 'rumba']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2044">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'gangster rap', 'hip hop', 'motown', 'new jack swing', 'p funk', 'popping', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zapp</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">396Kh0m4wGUvcMUULw71yi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238423</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fd0fb3eee2a28e8bad4bde16cb744db2ea25d78</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3391">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gilbert O'Sullivan</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HVmeVTQBgvTuvjB1JYwaf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'classic uk pop', 'disco', 'folk rock', 'mellow gold', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df988a1f107138c11059f261da306805f3e0d983</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128689</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10271">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10152</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BbwJ8VxAFpJiFr7EHvcCW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Roches</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/721809438287775e8d9c8d01deb97d4499074ba3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'singer-songwriter']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8485">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'lilith']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13s3CA5chKKPo7sXja8fLO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vedera</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1edf102923bbae29678b4053d7238b56d53781a5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2951</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7099">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Vvvx45Apu6dQqwuZQxtgW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">361593</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf64b77d77a4f4c68486bdcd95c82ea352a591a4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">["children's music"]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">children's music</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kidz Bop Kids</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8796">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5959</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patti Scialfa</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/155e9e49a3b3a91914f0af524daca6f2ce8c7219</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kZQOOVmBEdPxeWYe4xbDj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6844">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/245e5800e8e43dfbeb93ed613ee23fee03d57e97</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'death metal', 'djent', 'groove metal', 'nu metal', 'progressive metal', 'swedish metal', 'technical groove', 'technical thrash']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ggwAqZD3lyT2sbovlmfQY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meshuggah</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317880</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/674">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">519</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28KOnhhvUnyvgRNXEQ41WL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hollis</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffef435677e24d64e111babea396a40fcec84afc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7309">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wLIbcoqmqI4WZHDiBxeCB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'anti-folk', 'art pop', 'dance-punk', 'folk-pop', 'garage rock', 'indie folk', 'indie pop', 'indie punk', 'indie rock', 'lilith', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'olympia wa indie', 'preverb', 'riot grrrl']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleater-Kinney</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3461c10aecd283de918b5f929d35b19235b59e9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138740</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4783">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45bd3373e4226bd8d92d71c51cbdf5e9235f40a5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert 2 Stone</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6q6D8PiXlLQKNlCGjDyVrI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1177">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corinne Bailey Rae</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/914ae1ce7fb065cfb0c89794e5e41c6eca758df3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29WzbAQtDnBJF09es0uddn</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469828</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'folk-pop', 'neo mellow', 'neo soul', 'soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2430">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flux Fiddlers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JRQN1PslNH3W77jakgryr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24fa15b2a9f5fae84d705d62c3737adf85b57a70</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3628">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Kay</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24ec5ce67dbea05085776b57e178a9715d94aa24</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IJv5pAua8t2Q5FP79TXOt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1868</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3295">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'folk-pop', 'lilith', 'melancholia', 'mellow gold', 'red dirt', 'roots rock', 'singer-songwriter', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181399</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5s6TJEuHTr9GR894wc6VfP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41d9dddfce358cc92f8c1285ba1174c05e68af5b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emmylou Harris</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8479">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'neon pop punk', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eW6yRE8ePadhUe1Numam9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14960</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ee9d1d37f11318e23e87c8e4ceb6d4b16ff1da1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sherwood</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4737">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leonard Cook</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pianissimo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4d5162a59ec299f7c97906efbdb5fc9cd64d81c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pianissimo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29TqfpYdsCGfWhoCNFMiKB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8018">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrae Crouch</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb86902d027ee6efbf65682cdfeaace44b97bb8f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50123</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pxLSxg8klHu1L9d93cpq7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/642">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1233597</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/333d1b33bafec00016243092cf24de4847c25291</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Sqr0DXoaYABbjBo9HaMkM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sara Bareilles</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'dance pop', 'folk-pop', 'lilith', 'neo mellow', 'pop', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10421">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RjtLUZNqLtMpRKIOaVokc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0da745bbe13dbcfbc6c41f3015ee54880f3ba30f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'post-punk', 'pub rock', 'punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dead Boys</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63411</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3524">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'motown', 'northern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0a25f51dc4edf1a2a335f0c3957b5bbd4601e27</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4514</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Yg38CnYMoN09sMLf6KDdW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R. Dean Taylor</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7032">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pulcT2wt7FEG10lQlqDJL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'melodic death metal', 'metal', 'power metal', 'swedish death metal', 'swedish metal', 'viking metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87c56a727b4dbb8355761f417f39462abfc095ae</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">557319</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amon Amarth</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9093">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soundtrack</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/318a667bfc8bfee87d050aef7cc2019f38208dc9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Wandmacher</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1r4zOYNVTIj9iW7Cp0qzSr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soundtrack']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5134">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-poprock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">292</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-poprock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JpQE4Ny78FVuXwN2qSRgP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4919e661924b36373c05e9d15bad501d7a31313d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tia</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1031">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">377048</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3181f9da53d969400dc55574f2b227dc461d2e12</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Uh8uJyN9g7oFjDK16nJgb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'nyc rap', 'pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juelz Santana</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11514">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">318</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooklyn Dreams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bae9c82929c50d2dadb1ec115806dbdb604c647f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Uh4UmiQhrrElbrvJVH0dT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2358">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oQLexIBY9SlMhtbSIPFAO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34820</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'jangle pop', 'new romantic', 'new wave', 'new wave pop', 'welsh rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/007db0b7af1d8235555d8acf428bbc81efa8e94f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Alarm</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8263">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1659973</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/505f46071ba384a153090be6cb8ea993c8f4b9eb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'latin pop', 'pop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fJsY7afrbsyzJj9wdzJMh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tito "El Bambino"</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10717">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23525</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dickies</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/021f7d9f34dcfd74bf9997ef12dbc1d74f85a275</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xWO6nOrnGGL9hfB2vWxLI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore punk', 'power-pop punk', 'punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/356">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uTXJwJ1Q9PA2ji51RWeQm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitchell Hope</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8175</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6960">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swans</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dream pop', 'experimental', 'experimental rock', 'freak folk', 'industrial', 'industrial rock', 'math rock', 'no wave', 'noise pop', 'noise rock', 'post-punk', 'post-rock', 'slow core']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79S80ZWgVhIPMCHuvl6SkA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8d3a8b40615c0004869356c1ab6542f0cac85c0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128569</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8532">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eeb3b2e4b948c12126b573e204750ed144fadad9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Gold</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SaDfdMcM3Iv0qK3DoT7vO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8673">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hpUqNTOVC74SFNbdI3S5n</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96788880e63ff47d1146f6d761dd41f4c339fcae</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1086</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donnie Klang</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7937">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bishop Rudolph McKissick, Jr.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BYuli0zAGgTeoH9m9kB1J</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8efdcdb98d0c465e1babb558d11cd5e7ab8ec61c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8418">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">763472</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'chicago blues', 'classic rock', 'electric blues', 'modern blues', 'soul', 'traditional blues']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4y6J8jwRAwO4dssiSmN91R</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4ccc4c928c953fbe755c88c4774df70db977a5c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Muddy Waters</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9693">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jGeqVn4whTKpPXG9q7zs2</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6121f937cd49c3ad085914b33212418bd89982f9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gospera Productions Ensemble</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10953">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Addison</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dD5t8KmNIXcf3CrrL3jK1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3dee1c6681e92df84d4acb78172c158fb5f052cb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1885">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">362935</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hyphy', 'pop rap', 'rap', 'southern hip hop', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tha Dogg Pound</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afab1b35466f1aa4b98bc3782e1f2dd0e4c558c0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UtQf6Eqewo02lVCo3lImQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4305">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59980</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Outasight</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'soul flow']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e69f75aec66e9cf11c643fba30425b0d1e5d8b7a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zuG3w1Zgeou53fb3Vu3bO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1436">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Q3eZMfDQgT8MhPowKFXYO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc1bb5f0b243ec34766b59f294f55719ab637f8b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">t.A.T.u.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'girl group']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339944</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8844">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad1666425e4b203a2c322466efde4d9d37855fb9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miguel Bosé</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'mexican pop', 'rock en espanol', 'spanish pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mWCSSOYqm4E9mB7V4ot6S</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1014461</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10120">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bgC6nLfxm64Qgv8TSIYhs</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orion Hunter</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25afec8658d54f3074fd3cfc1001152d2fd4aaa1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1688">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cake</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6A43Djmhbe9100UwnI7epV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">632563</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48e3b385ab47322fde0605edcb59101efeff91c9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'comic', 'garage rock', 'modern rock', 'pop rock', 'post-grunge', 'rock', 'sacramento indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4038">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bc32aed65a058b28bacde5d49c3af63772d74f4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'mellow gold', 'merseybeat', 'motown', 'psychedelic rock', 'rock-and-roll']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Young Rascals</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62485</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5X3TuTi9OIsJXMGxPwTKM2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8876">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">belgian dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2541512</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1bcc97072bdc97ae89a18591c7587b64953abab</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['belgian dance', 'belgian edm', 'big room', 'edm', 'electro house', 'progressive electro house', 'tropical house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dimitri Vegas &amp; Like Mike</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73jBynjsVtofjRpdpRAJGk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10215">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d01d911cbb46c27c366be10d6d837123425470c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27378</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2I6nP70ltmOHi6xjJUXHMe</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lena Horne</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7308">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cuban alternative</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q8NEHGX70m1kkojbtm8wa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233799</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ede8894dc37695f2007a4b116e8e42b5ec95414</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ibeyi</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cuban alternative', 'etherpop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9776">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Whitley</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bc7dhY6YXL35m1G0jVwuW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/973afe055e89c9fa2c13bf153185f7473e2c3b80</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188734</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7964">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'hip hop', 'soul flow']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skyzoo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34103</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96d403ef6bbb60a1833e67c3a3625b5fe4e64446</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qHfqHyHZnxvv1lfkJraQc</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7577">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24060</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c138104d59562c0d60d81433e69446a8337eea23</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The GOASTT (The Ghost Of A Saber Tooth Tiger)</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xGf0vferh9W3smWe3txU3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5377">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/863bdd681d3f35654fd364b38088b76b2fcc2f1a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49kB9joPdbpdFRj5tGoTXY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bahary</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2904">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15558</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02oFrWT7l0AKMEnJI6iTIB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc7c3d17425651dd944e58003c9e5642c116b0c6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doo-wop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doo-wop', 'rhythm and blues']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Belmonts</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3859">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a735f3cc039cfa4499b5dd4569d93312baf123c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'folk rock', 'lounge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nancy Sinatra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IZrrNonYELubLPJmqOci2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204440</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4540">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd9c287e409fa9dcf5bec3c10a2eed553902f533</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diamond Rio</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394776</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0svyIX7Xu3DVMkrOtB88i6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/251">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6x2LnllRG5uGarZMsD4iO8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae406c9213a87f7ae2db5851285afa2e9867ff50</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thomas Rhett</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2856240</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9540">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'new age']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8aab8b7c59978e9441b62f26a1e83b8b21fd6b05</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129553</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kitaro</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CTNhXJKT6SdsQspUDIGiY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3196">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s8MBYVZMiHb9hYl50fMBB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">487</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f15c28ce8709ee849241d47d1f708d25b41de1ab</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry DeVorzon</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11076">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nazkar</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hbNj6TYc5VOuu4PQnmnpK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8286">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171033</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Israel Houghton</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pUnaNwiKa3p27L1EwB4X6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a07075e8e76f4f4603f72a3dfc382e90e6cec2a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'world worship', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6908">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'alabama indie', 'deep new americana', 'folk-pop', 'indie folk', 'new americana']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3eaa569d84384c11965d0a2d4954b4435380fb64</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Paul White</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22508</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yDI9pWnlrJmi9kZn3gkCb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3271">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d34b58b5f122e182383de80651c41b7b44197d4c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">964</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EqPo7BwJq5UJsE5nWqgrk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Penny McLean</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7682">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9a7142a516a79b4f597d6c4c57fa41e259a8143</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'complextro', 'edm', 'electro house', 'progressive house', 'progressive trance', 'uplifting trance']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97064</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mat Zo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2n7USVO8fO8FF8zq4kG2N1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4231">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bgfj5zUoWpyeVatGDjn6H</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">966459</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K CAMP</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'deep pop r&amp;b', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'viral trap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7812a7e011a10c1595bb60a2724aec4e90bcd7b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3718">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15ohuo9SxppdzdmpLX1dJy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Artichoke Pits</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10108">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12153</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03067d58b4147739138298f3c19ecf5ae5c60531</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo classical metal', 'shred']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RvfPm4uzNgEzeAxBOAQZK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo classical metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Morse Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4331">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oAkVF91ZMDgLOKqatvTWo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fake</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fake']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Made famous by Glee Cast</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4001">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xIkJAnwLy7NwZpPwvaSPc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5509</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugar Pie DeSanto</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5efb9b72e5895c936b80ae896c328befb0983517</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5847">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Barry</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54732</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ctAOUlIAs7yuMODWE2Fyz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b708e6e1afb8fc2b82c8870f98c1da91e3222663</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'classic soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3262">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">409711</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fhOTtm0LBJ3Ojn4hIljLo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00a2066e2104137e034dd55f05ee8a8887d98728</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'classic uk pop', 'dance rock', 'glam rock', 'melancholia', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'protopunk', 'rock', 'soft rock', 'uk post-punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roxy Music</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11089">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz violin']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5npjVGVAv2zKLAU00SIU81</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz violin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cf08db41f5184f7bf673d2bc96e3874bc0004c1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1075</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daryl Stuermer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/26">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39945500</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop', 'canadian pop', 'hip hop', 'pop rap', 'rap', 'toronto rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/012ecd119617ac24ab56620ace4b81735b172686</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drake</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TVXtAsR1Inumwj472S9r4</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6212">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3509</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Garnet Mimms &amp; The Enchanters</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ktvF9yU9iWgY0aGlKfTS4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05b4f1da7a56ceec52759004097becdc64e3d9b7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2749">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Dylan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3524115</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk', 'folk rock', 'folk-pop', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74ASZWbe4lXaubB36ztrGX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8b81b4850f3374ecfc5c45eff323d17213dc6e4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7587">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BIXafmacnax46P30TEzNz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2e3faa7399d510598224c12c0229f1b68e5fb9b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Krishna Das</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'kirtan', 'meditation', 'shamanic']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115228</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3306">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FAEZeJcsYYBkNq2D3KGTV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'brill building pop', 'bubblegum pop', 'classic rock', 'country rock', 'folk', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365080</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Three Dog Night</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa4bb75d6dff8cbb79e790e370ee27a40b3a6cc9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5652">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f8a6a8bde80e61419b9038d11123979c8c8356</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cross Country</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vfcneXUnsP3Z7SRfFt5Sz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4143">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reflections</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/271a9ac11095919daba5deb0c518f18515f06aab</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16MmAZ7GcBVGWTerCA1H9l</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6042">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61b77f29293a48c06c2ba657bfc63024e59df879</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liverpool Five</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XQexYaGsSsNNEpsdLfJ2l</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4466">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midifine Systems</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6063043915f4fd186d05f1cc8a64943ed23eb9d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">707</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DwFwtsHLMGyXmry54SNPZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/266">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2044852</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dHt1vcEm9qb8fCyLcB3HL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea08ae0c9e60a0a416f18b02b35bb6591f62d171</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A$AP Ferg</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8737">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61573</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ASGmWCYupa0CXGtsDdYSI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Lidell</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ef7fe2e8c9f035434a8e824584b94ffcc2ec1ab</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7773">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59455</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcb6e3f9fc61022ea994344ef3f3bf62dd91d80c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guy Clark</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ekfvspc0hlcxdfJJVjcnq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1746">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vONIwfmKkR8FJQ70Dq95v</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c9bd5716c8ecd4b4d461530dc8dd88cd6133b47</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12909</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep contemporary country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Kersh</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4530">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320OQx68FlvfJiPGSx5mxW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7733</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hussein Fatal</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jersey rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jersey rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ccf0ae2dfda3a11983f76f8699fabefcc67a7cc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6415">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie poptimism', 'indietronica', 'metropopolis', 'modern rock', 'neo-synthpop', 'shimmer pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6c530da12f920f3b8d2d57be7782f9d49af16c3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1031020</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CjlHNtplJyTf9npxaPl5w</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CHVRCHES</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9212">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4240</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WsQby2bU6kzZcvikYRdms</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0049be513a9b439a4d73adabd39cc8bac8e930a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">IMx</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2760">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Men At Work</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/296d057590a19ef7dbbe9205186e96cd6078c290</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'australian rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f3EsoviYnRKTkmayI3cux</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">550697</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10328">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Sondheim</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37592</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TbtUt49IMXEIMmNdifHb1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97b2e7b07036ba437d322b38153078d62b1c7390</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1207">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8f36f82cd2f4752e93167e4187636cd032881c5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'gangster rap', 'hip hop', 'hyphy', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'west coast rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3crnzLy8R4lVwaigKEOz7V</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">E-40</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433101</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9552">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracy Bonham</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston rock', 'folk-pop', 'lilith']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df09469f8ab1274c803b2b2bc4fad68892c9d3a9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17070</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RaSfqo4f0b42iNouQeAKK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4266">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83fa7e68c05e9aacb62197d9d8cbb788c6dd746d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Case Of You</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39uwng8UGKmUcMYBx9753C</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2960">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46njgd2Rq9tZc4ZjeQMgbh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'art rock', 'classic rock', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48de6c1b84963e2cc0fec1788b58b545680b2336</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boz Scaggs</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303674</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5111">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17417</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VbrivHnDf4Z43xPTgqvym</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timothy B. Schmit</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5889afd11872742cf876cb133ca414a462936a59</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4889">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">409</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iS9F7VQjnrT4So8L7RZnj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f154028d4c2a7fb418db855c50e1a49aa5cf43f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duice</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9635">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tnqDBIpR7lQ0PuApVom4b</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e35abf7ba6a424ae41f1965febdff96fa7f2d1e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syun Nishigaki</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7196">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159951</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MnZkh4dpNmTMPxkl4Ev5L</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Symphony X</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0e749726bc44829e825641403264d6b1b5e10ec</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal', 'neo classical metal', 'power metal', 'progressive metal', 'speed metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1296">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0epOFNiUfyON9EYx7Tpr6V</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Strokes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'garage rock', 'indie rock', 'modern rock', 'permanent wave', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2816875</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83b70d344ea18f84f6fb654179e6d14ce886b716</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10943">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">551</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbb0c23fcd20fbb357262c6fa07a4b623248b2c6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3H6A2KqJF5TLVBKnYwIa73</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz double bass</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz double bass']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leroy Vinnegar</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6017">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14682</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b999892bf47a08a70fd69da6585e174b8dbf2f8a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QRgfCLzSR9GyCjXboWQTA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Montez</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2304">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweet Sensation</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3068a0487850730dbafb1f19d654f3057ddcf40</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DSE3n3008wiKzfd8vNhWy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31617</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2142">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RnBzCfr8bQeLQQMGF6IeE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1394</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Public</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4144743cb92e5caf0c8d76bac46a05f9399baaed</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6344">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">486476</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Bonamassa</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'modern blues', 'modern blues rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afc82df1e0b13bc16b5422210d9cbe3bb573ac01</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SNzxY1OsSCHBLVi77mpPQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8203">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NEYQeEYBUjfaXgDQGvFvu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1880953</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Franco De Vita</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'rock en espanol', 'tropical']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54ee784248398ac7d3b16b437a8188a31ff401a5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5932">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25150</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunfly Karaoke</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/716c6e0b35122ff01d1bcc1b61d7339f0f99a8b6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tCGqGQclabrpQfcHRmDtK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4265">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7be110df48ad78e3a20db24c504bebd2af8510a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29Ad3rWGNNk0cOcEYnZHau</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4950</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hallelujah</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7612">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46337</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rtsR8zno5naTxY0iJr7M0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hundredth</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12cc8b5bc9a429b73d815be0850ba845db373202</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'screamocore']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1698">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67985</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Sandler</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LB9H0px4qWbCHg9Axzhga</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/588a1dd68ec7e6df49d6c6fc5482a6fc8db33687</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5528">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7eeaaf91b3fa4c26e029424ae81db7359dba10d2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gallagher And Lyle</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Kq6loh0WNVAGEHlDxxprf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3901</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9820">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy Rubolino</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E3FoMLggabsb5cAU8P0lC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72d4452b12cb77c04d01de4a6fb9d216de9ff69a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3975">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Davie Allan &amp; The Arrows</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'surf music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">871</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1X4tDR0wndINC88fsjbeUu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58dac503bd8ae72a2d73d4c7221c7f589e858198</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6204">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Del Shannon with Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/637cca1ff64584e9606bb4a4725491f9bf4152da</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bsbqU6d3OFRlSy2fB8gX8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5754">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uGlCdqazZuNNTvxnz7K3i</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billie Sans</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7665">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">482789</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Vincent McMorrow</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0edabfbe78ccb80f62b93d5ac7185a924f0847eb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie anthem-folk', 'indie folk', 'indie r&amp;b', 'irish singer-songwriter', 'neo mellow', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FDlvgcodNfC0IBdWevl4u</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11197">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Peels</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Fg2X06pWfTgA3xeWDAKaU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/478f02219f8466cb3dd61e47767cde507b2fcebb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10549">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kBAQC51ydY25zaSQBICTi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kay Gees</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaba661dd82f65a4c74c2ffee10d3a6e5bf0d4e3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">496</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3144">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/372fe7fcf61bc311cc291f5f3f0e534408af1614</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65043</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Uv0Jg45Oq7vBXXwQNhXyf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brick</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2632">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VQ7baxc9Okx2YuRnpKMMR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/807aed6d7b9d7fafa502f57d44e9fea1b7a6a6c1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raydio</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4245</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2403">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4skTgMZnk2EvSwYMo9Eu73</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1558</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4ae1eb5d134fea476f45ca7cf213432dd68f5d9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Boys</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2745">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stray Cats</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ibPkysx2PXqWLmxFD7jSg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f79ae61ea37ee2da5a6acf12d9a4a9ddddb8cdf0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock-and-roll</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125498</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9999">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52012</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm', 'southern soul', 'southern soul blues']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hGzB35FiKuH87AIIHwrVb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e88427b77def1cb1a8d74ca4a55cb334c9006486</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marvin Sease</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8213">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff18c8eaf1654c1521339a4d074b8fbe648524e7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Company of Thieves</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16735</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lQPc6jpkeuF87zv2DdNIT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9782">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36eTeLNx8ErucrEyRm6JOo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a395092d7cfd7c170fc70f6286e5e9cecbebb69</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shenandoah</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171471</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9230">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Out Of Eden</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel r&amp;b']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel r&amp;b</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd1ab179f3327ef7fbe6190c9c87a8026f927d2c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sN1asC2wUO6gDNLfA4T00</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15845</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1154">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ozzy Osbourne</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2262604</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZLTlhejhndI4Rh53vYhrY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36f527f4599e6de052149bb8f13114fac8168c90</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'birmingham metal', 'classic rock', 'hard rock', 'metal', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/307">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oSJ7TBVCWMDMiYjXNiCKE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1775543</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kane Brown</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1ec54374d940eb182d3caeccf05cd19ba3cc943</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7479">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f47f77859bc8721a1ffde97a9ee6e41edd9e82ab</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anberlin</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock', 'dreamo', 'emo', 'pop punk', 'pop rock', 'post-grunge', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218468</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v61OSg53KaQxGMpErkBNp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8867">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17515</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85cdc4bb1e4ba4a823e9f80c2f172c11bd94fd41</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Prize Fighter Inferno</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gxpZdWXJWyfAaRU6igwKU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9914">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/634e1d40767cc817c415c2901a20f0660e0a83a7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uOw1VPKs5H5bV24ubaB2p</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King &amp; K-9 Unit Posse</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10704">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ztq5SZ3bNT7r93lgqdR4z</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Osmond Brothers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/459e9fe6e25e4ee8922bdbd4ab7e04c8c38c1d1b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">893</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4105">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">708949</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196lKsA13K3keVXMDFK66q</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Avett Brothers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9883b29f33314a4b28e48002dc11a0db84e7459d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk-pop', 'indie folk', 'indie pop', 'new americana', 'north carolina indie', 'pop rock', 'progressive bluegrass', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7909">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a13d978695b8a3b386d9853a20517f625ac8f0b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Charles Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CNbrGMS5Y3UVnYOhNAmDw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9067">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8305</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7993ffe6bdd462936c357fe8804bff61517d3ef9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Knoc-Turn'al</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24PJqH46WhB0pUB7NlsFna</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7078">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Banda Sinaloense MS de Sergio Lizárraga</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2C6i0I5RiGzDKN9IAF8reh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6347355</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49a95a6b865dd3c9e8795d53000ca0276e7de4cc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2215">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kQWcexkasmiJDMmbxraHd</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Or-N-More</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/339">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be271468a930936542918b0b7833e236b908a7a4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21WS9wngs9AqFckK7yYJPM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PnB Rock</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2036298</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3817">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'afropop', 'jazz trumpet', 'south african jazz', 'world']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hugh Masekela</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1b3F5FI7TX4IWTNA4P1kWp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3797b0c30d68afb35334337f43f5ab5063b98692</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50417</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4365">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alpha Rev</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fhX5cgW9CIJ363zTqAP3a</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6457c58be1661bc76f44252b3460cbf8324797b5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6726</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7881">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cloud Cult</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6R1T5YklzC9OFugGt8RwOD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35216</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6108935dcd87672af1b69ee2022b104c33f97482</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duluth indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['duluth indie', 'indie pop', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1966">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Clearmountain</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">497</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iWYCIyfxwVyVae6u7qJaO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7278">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a154450bb1f3684ad309a2c14e7090a396bf6062</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erica Campbell</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62334</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46CCmeVLrgc6MnyVpVMOzp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4202">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">377063</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quality Control</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b35185826b88db643ad2221efcfb10fc8b9645f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6i392l38cR3uBPF0DbNs7S</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/230">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4N8BwYTEC6XqykGvXXlmfv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Benson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336121</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2847151c2b702ecbe7c82ce691f129417176f0f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'jazz funk', 'jazz guitar', 'motown', 'quiet storm', 'smooth jazz', 'soul jazz', 'yacht rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4660">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7peqq4aACFkBwIWGG0YRJ9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monifah</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138630</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81a0569f5e29a99b318a31a33adcee43d9b8e4ec</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/800">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michel Teló</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1982791</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sertanejo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6072e7728eeaaa3171ef5235e498b4a2253bbd56</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sDVuztNhGcetCLChkleDA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sertanejo', 'sertanejo pop', 'sertanejo universitario']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10610">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'outlaw country', 'pub rock', 'roots rock', 'singer-songwriter', 'texas country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d2b387d04c2e81f14a36a41023f764f99b16047</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8469</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doug Sahm</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PL6uHCPVIWjmr6lK2U9pG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8922">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1545613</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff0b251736208f5a2676c8e668c0a661b23d03cc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Oreja de Van Gogh</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4U7lXyKdSf1JbM1aXvsodC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'mexican pop', 'spanish pop', 'spanish pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/969">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4013</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shanell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0omFWrLn7oQeN8BuSOcP1P</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/874cd12563681d73a94d925793e91a32b84dedee</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3621">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mob</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74431d7276e427b3806d318fffa7d3347f696430</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3chLCLE5IqRelepV5Xjoxc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1664">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62058</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28f48e86fcfccfb7fb443b4a46e9b5056bc8e2ca</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aSIXmBKKrEVIbGLwhedIe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chely Wright</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3708">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6d2df1ff803bb5d9f10464aee8701f43a3d823b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dORjaew9A94A25xvTMiTg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dyke &amp; The Blazers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7137</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8480">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fee</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">904</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c8AjXqRjZKeyDA9tLpsL4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10e512eca46b2ff163ea6d0f34a2338f7d660328</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7598">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rsHKddRhuze38fVL0egOY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'deathcore', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">For The Fallen Dreams</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de1bdf44caccb1a6f0b3defee5c1d74d4fbbd67a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68041</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10910">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98e408b0be3b1a3b1e187f28b5c3729d59148cbd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TUfYvknVhfSlDKXlcoEPH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skitch Henderson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5653">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foster Sylvers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ESCoUJXbD4SOqgJRA84iw</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b58d019cc0c5014999489e41859df908aa0ed82</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">588</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7123">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb5765bbfa876402edf21f661ba604c5b0123715</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53723</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bizzle</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0P8V2XSw1mIo8739T1qjzr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7073">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'pixie', 'pop emo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lacey Sturm</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59643</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c580e897c43dc91ce932b9523b5fb947245aebd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09LCTrVGnMsGbxexUFJoap</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/613">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cubaton</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gente De Zona</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1152734</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cubaton', 'dance pop', 'latin', 'latin hip hop', 'latin pop', 'pop', 'reggaeton', 'tropical']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cy1zPcrFcXAJTP0APWewL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1612d9d4313acdd922f0f0051621aca366ad3e48</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6757">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59854</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2f65f466b9d0e106b1f48866c423b85f671d976</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qJpY7K8p7g6sacvaGNt6i</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal deathcore', 'deathcore', 'melodic metalcore', 'progressive deathcore']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal deathcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fit For An Autopsy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8269">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk-pop', 'new americana', 'roots rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac6db3b085f76bf081c9544bea986cdf6c33756c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GHv1pBOWOQxIE6WQBq88Q</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45838</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Adams &amp; The Cardinals</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6433">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">755309</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26T4yOaOoFJvUvxR87Y9HO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2042c21cd7330def0296e5c11d64a3131001aba2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bethel Music</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient worship</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8398">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2b3drQxjyrPpJEef3mNGwc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jakob Dylan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19411</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8fb8649f965612baa953cd2627d621b8f5d8463</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/581">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snoop Dogg</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hJcb9fa4alzcOq3EaNPoG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11208d65843456cf3854717b8e411ef8fede7141</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5003461</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11316">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba91447a4e88c27ff875464a8c2df83e00515938</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aldo Gualea</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yBedD5fX8y3PdFe4Mz2Iv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8266">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock-and-roll', 'rockabilly', 'surf music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64788</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock-and-roll</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wanda Jackson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZKMPRDHc7qElVJFh3uRqB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a34ce70c444e1f80d430f73bca610675e3832895</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/670">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7880e6831c1b83030a4c261f46386b04003b0a97</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Neighbourhood</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3186796</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'modern alternative rock', 'modern rock', 'pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77SW9BnxLY8rJ0RciFqkHh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2817">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209473</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Oak Ridge Boys</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XnO697XIus1M0cMuxZjos</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b8f3b67abb11b4d8e4ffa787deebb688bae52b2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10792">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/566763879497335ca0d1958859466893ce0a663f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TBPfW91nmeRuZg7kvFkpO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Golddiggers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2085">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7047</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1bf2b6d3ec1c0f62de30d2383f49c24fe3cdebe</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodney-O &amp; Joe Cooley</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vmYkpbvGnUuJGhzHD0Hu2</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'miami bass']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1223">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286402</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelis</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IF46mUS8NXjgHabxk2MCM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/977668064535a289d35377405b81673d22355411</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10234">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Messina</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62MaT134frQwZdcvQcjcSY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1928</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90dbf1f0832dbeebac65fe952311b55da2a1bc91</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8826">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3m1T1DET0DbGOMfJY7rdnH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'reggaeton flow']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RKM</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70736</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f8a86207987c8b5ccf424d9b9f82c37c8e7fdf1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10468">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f4b87cca7b51197fb0f1ed1fb82f06574a289bb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'country rock', 'dance rock', 'folk rock', 'freakbeat', 'garage rock', 'jangle pop', 'post-punk', 'power pop', 'protopunk', 'psychedelic rock', 'pub rock', 'punk', 'punk blues', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flamin' Groovies</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28064</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yesh1QeNXucaDFw8ZPKxd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10776">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">moog</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Electronic Concept Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SXzjU1EFYDV5J5DZbN1H3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bddec52cd73c7f82644dadeebdb15c80c687b16e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['moog']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11307">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3131</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VDJhsw3KX07OGVC6XONz2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/079d7257c6475cd95e624319fd94289c09ad80b9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'german rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rattles</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7353">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EMtGVFvfCSrEmWaGV0roE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99197</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Theophilus London</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f5e6d5e88e7ea0aa370edbb36704c90463021a4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4657">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">650</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4946bcc65ecf14fb5339df7f7a896212d2cd17ba</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RnUwB5FnD60Cfd2SlWnyi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dubble Trubble</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4190">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">517158</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54dc2b03ca9966aa1dbbabd46708fd3821e83d5a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78YqeIji3mgAS2K1Maca6x</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dylan Scott</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9805">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f0cc19b04f03164495f946881fa0ece0c7e4e91</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'sleaze rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0e5ml7Zdz5m0VXPGqzwkvD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Every Mothers Nightmare</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6549</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/869">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6646439</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jy3rLJdDQY21OgRLCZ9sD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4357f7b293c92d3a70a087552a27f69f431e16ae</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'modern rock', 'permanent wave', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foo Fighters</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3096">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Jenkins Of Pablo Cruise</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OPDc1fHuz5oLeCkCneEdk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d642c7fcc7eae73839a1d4afcc0e8584aedad471</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8498">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kany Garcia</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69UypehHabb68utzfjAVlV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">592850</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad685c9574144fc19e142d0afffaab5ed2600bd1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dominican pop', 'latin', 'latin pop', 'tropical']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dominican pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3684">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kit Kats</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7f0661bcfdd2281fc972368a6501b2ba9762799</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TLTEwQq2a2p970Oplzo17</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6255">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dUjEJQQfxPg5cffm6ky24</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank Jacobs</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b78e13582e361d868a9dce69fcd761546c12403</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8919">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebel Meets Rebel</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51b729bfca26932946434825151b96e4b2691f39</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32821</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LAYJEinJ2hxMoFmHloFRo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1243">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Korn</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2277b8f0ae9316fd9572830763df39531fd224b8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3192438</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RNrq3jvMZxD9ZyoOZbQOD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5901">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1eb6207a6582c4d2faf54fee335b6b6f3f7c93a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KdjLRiBHU1Rq2NWaTH0fe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Magic Lanterns</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5756">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2060</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a81062e6fadd9d46f609aeff4006f9bbd9463198</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wjWgyrpWbWmd077lMg04d</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Newcomers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10087">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6faf3e50ad35fc9576dfe6b6ef8736611b22a097</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Theme Guys</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FSaUMJoJJ8AElRiWPpZ8U</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1956">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175591</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanessa Williams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/458af73774ab8a6411df7df25829c6bd345152fc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75L9s8KVrhCNtBUkZFnDFW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9966">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5o2uncW1beq9whNvyrg5bm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">815</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bears</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9141fb9badf258b91c7a81b6f4a6e4b0ebcf4283</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5609">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dbec77abf227e4c786d514915d0edbf6a1aa741</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uWt17sAQdWR3cpjaocVxf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1012</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dynamic Superiors</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5691">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fa9968b96208bc7c83235a46bb25956f26b8c07</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SKAfIdgEtQUrRh6LVRKTO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dozier</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2301">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0A1FSG9WZ2dQ5JSkQYJHIp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Morris</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9154">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jersey club</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jersey club']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63rJq5DaUMq2OhAnh3al79</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fd458d85759bec0fd3a2081f244be7f49f61841</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Envy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4841</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/196">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian contemporary r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Xyo4u8uXC1ZmMpatF05PJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5fa0d35a5070867261d100b879cac028fe96775</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16909290</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian contemporary r&amp;b', 'canadian pop', 'pop', 'rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Weeknd</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9539">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bGcpvHbRHg8s0wiNyIZK1</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114218</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57c3cc11d3d0eb492511184949725d99c4b1d01b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kula Shaker</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11066">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Country Rockers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9de4baf611e4037a05792150a233e8485b58f06</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oBu081zNmGAImA0IAHgY4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9444">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IasY9qIMVuTssFl6ECzKA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">praise</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0954fd90f7f77ba9a503dc73c491cef240b4c3bc</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Radical For Christ</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1881</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['praise']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9577">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camerata Antonio Lucio</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2576</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9ff1581dd8034b1bdbf8bfff073ce8a18bab576</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PFRkhm14YQImpABSp7asO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/734">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GoonRock</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53sIBaVjXQhfH89Vu6nEGh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fa64f5263a08bc5a3f6f13cf5b38e8f8bab98ed</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1911</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6115">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1838</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b7d677dc9b1295999f9f0f5075b2018df07af7c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hQdlCkPUoEWM0l4wSqJbz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gants</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10163">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Holmes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c3a5996dc35e9d3fd9ab1b4322f1b1f4a4e5573</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41sHGySxrdpAjuitGLSfBL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2943">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dNwAPe7GZxgNZjNhMyx5f</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ceb9a41877fa30bd238b112f714eebfbc14e1240</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1448</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.S. Monk</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1447">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1e3b47ba63136cd09dd3d3d11772be9910d5f22</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zgn8DDi8ema6uKufbQOdG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1844</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Casey</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9251">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dabd2920676f2ae15862ed8dfcf89a8ddb9d11ee</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62BcWP4fzR8axESibNQEhs</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143044</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'experimental rock', 'grunge', 'noise rock', 'post-hardcore', 'post-punk', 'punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butthole Surfers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1955">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19KwjzvIL92r29IINtlPNP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4318d70853d5b6dd5a9db7360a0480b914b72fd0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'dirty south rap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scarface</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">412088</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6457">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative ccm', 'ccm', 'christian alternative rock', 'christian rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative ccm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/460f42af1d5db32c5db4295cf9aa0cb98171ea6f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OuIyI0FYMUZtINxhQVCL3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LEDGER</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44400</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11157">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d7f8a1c73402b7409d5e9ed02267d3222cf366f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Murphey</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oJy8PSWk4JoS3a8iQoN6M</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1463</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/109">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10193667</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kanye West</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5K4W6rqBFWDnAN6FQUkS6x</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a12d8543e28d71d9f1e7f5f363c1a6c73316f9e6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5860">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad9999dc0cfb0280f5e60a6d98da25c917001935</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jefferson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BJ353RSiXzi2N8oaoNqUW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/146">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Empress Of</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'art pop', 'chillwave', 'electropop', 'escape room', 'etherpop', 'indietronica', 'shiver pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae4eaee9f176be01aadc0be7b54f8f50211489f6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62566</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QuBVnBPEzwYvFrgBbwpmU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9187">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c70eab924d344d1fb6bfdc6dd1bf4e141c907831</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12416</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RL</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">478cXiaFIWP2p3WLk3Zlge</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8586">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peaches</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'dance-punk', 'electroclash', 'escape room', 'new rave']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gkSl4XpHIHI4I1WQbfXOE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136593</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05181012da2dbe477f129ba07d75e8ee23a03524</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11503">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classify']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0395da04ef669d989af50026138e28c85f78e911</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4543</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classify</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TRZYAlP0bNz0dZCbWAjsI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Petrunak</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6831">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['portland hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76850</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c135c77dd313001d767bd22cb2050a47c939e2f0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6H6svVOQLsIH1uK7KedZoQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">portland hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dame D.O.L.L.A</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11034">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock steady', 'ska']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desmond Dekker &amp; The Aces</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0ac30818187d3b84786c1f94f13010ad2dc0cef</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock steady</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fmVPsGxjwP5ruiTEvIcOt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8038</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8655">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XGfdDOtv4mLiHnHwrZhDC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14731</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c62a1f8abba06570dbf83872c8c7a9cd3aa9601</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maysa</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10794">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caee4ff4c5a73c42c47540a11e3ce061cafa42fd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'electric blues', 'harmonica blues', 'rhythm and blues', 'texas blues', 'traditional blues']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bR0cgMtkCVpm0I5yrDNzO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69888</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Mama Thornton</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/107">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db35f97fba5e334b8a1a10285e8bc462c8b89f12</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1664803</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Y7RZ31TRPVadSFVy1o8os</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">H.E.R.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7683">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">austindie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midlake</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbd5438fc2943c292d12840cd7f2935466d829ff</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YsP5zmteLQ7etNjHAOu30</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84140</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['austindie', 'chamber pop', 'denton tx indie', 'folk-pop', 'freak folk', 'indie folk', 'indie rock', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2590">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">austropop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Falco</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60cbf79bbeacba47ae1cc1dec27d7cd6a96465b8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hLd40hVpRDGENe4KGZLnW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['austropop', 'german pop', 'neue deutsche welle', 'new romantic', 'new wave']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195490</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3657">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15FyiY3ChN0QRspHIQYq0W</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dion</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'lounge', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89046</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28bf7291b822222629d722d8fae7223d9193d597</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4323">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43eAoOm70bzBUNs4JKP5nE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37356</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de3ac3b90548daf834ae2b33066cec69c2a45b2a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashton Shepherd</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10733">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18949</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nice</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/912809246e86af5b70a3f3c5cba95b550c24a565</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'progressive rock', 'psychedelic rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oHYrXNyCSEdacKCCrteMX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3526">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127319</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae53e43ad044fe30298ac986a606bef7db4617bb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giorgio Moroder</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jU2Tt13MmXYk0ZBv1KmfO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5339">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ti0EKl2PVEms2NRMVGqNe</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5aceb3683b21109fd793d0e95ebdc6915aec5d48</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Williams</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229025</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1844">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gladys Knight</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113564</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48675950ac8cd685372bb594f5654238fd9b0583</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aXiJJHJei5BmCykxI37y0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8581">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ISIS</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vsXeWGC8rILp3rpSN2Fyk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'atmospheric post-metal', 'atmospheric sludge', 'avantgarde metal', 'drone metal', 'mathcore', 'post-doom metal', 'post-metal', 'post-rock', 'sludge metal', 'stoner metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81960</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10cab18501e3b00598e5464803d0de3654191ca4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6010">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Dominici</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BuvDO4dwEGlHmTDXjl7zS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17b8544800383aa9b5fd66309165f15611ea324d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic progressive metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic progressive metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4898">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mKv8UOsUlfywaQ5bSJRCT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boss</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a19f9bf6c21d663c2769d407e40b5d7b9255b1c6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2748</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6196">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2149</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OmuR7XFXBig8yLeMSm9mU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doo-wop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doo-wop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bae4d13878d05aca7d035814d3f4ed2c35ea818</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Mann</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1212">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/945d649ebebd1804ecbca36de5e304fc2da0854b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">963280</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tenacious D</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'comedy rock', 'comic', 'comic metal', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XpDYCrUJnvCo9Ez6yeMWh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7627">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NE1</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1227349</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l0mKo96Jh9HVYONcRl3Yp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'k-pop', 'k-pop girl group']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61845400bd0a61c5c1835fb133c91461ec160afc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3719">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Electric Indian</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2A2EjqniNZkM43JKtdYIyW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6340">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/254053d111c0da96a4ba5a60d752584360338b44</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159690</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'latin worship', 'world worship', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gateway Worship</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2b6REyd5UBBp4ZPDhZ2TNB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2263">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de344d608556ec457502012419562a28eca6844c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NU</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kmLhAbXWV4YARhEoDUTTE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9532">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e9a688dc07f377031f3ce6c788283ec4559ab00</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrea Di Giovanni</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LgSivOZVfHs4mY4TYobQa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1526</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4844">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Immature</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XDxFeclKBCFPb30yQlRUH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ded0cadbeb862c6532b2017a49cff6ce702bf700</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100677</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6199">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BSIAYwiStOqzTuq0wZu1V</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Lee Lane</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7563c449d36a30b658e46ba2b869aac3c7f29da7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3234">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'country rock', 'folk', 'nashville sound', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobbie Gentry</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4E9w0bms6HcEppFlWjeW2d</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00eeaeec05291fb67fb18f3fd459a868642e7594</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22406</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5707">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4adMMJI7fSSinRx4ymNnwY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f795062890cb8457496b17bf4b499c1ff414ddba</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flash</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6391">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">977814</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'free jazz', 'jazz', 'jazz saxophone']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hGh5VOeeqimQFxqXvfCUf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Coltrane</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5958fbd911c9ada338a50c15fbc01c0b60a1b9e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5575">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1045</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Biddu Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lUimvAVToyIQxJ4nLQmGc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9319d2d5feb11d8ad8319c421d4513a944492b78</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7118">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">halloween</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3158340b67f725946acddfd2d40397dea0e16fc3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['halloween']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">330</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Halloween FX Productions</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JCBXi3V2tlTwXp8Q3tGnY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3574">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y70dch6JuuuNnwlsOQvwW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60301</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'country', 'country rock', 'folk', 'mellow gold', 'nashville sound', 'outlaw country', 'singer-songwriter', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nitty Gritty Dirt Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08d98a7926a7c67a0e4b86d10ef7adea1d2ce85c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1535">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darude</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop', 'finnish edm']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49fd2655e359c258a440437940ee3d0d3171084f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95046</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LhHRmSd1EYM5QdNeNnCoQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/587">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140590</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chase Bryant</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9164a3f57bd6a21b6b1eded8ceef05100a3c8a77</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7io3MyhMxDZoBYXp4rlRFA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7976">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blaqk Audio</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25373</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4ec464c070ab47eff2be2afb93161cbf198b6ab</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pumHFoeb64XWvvGoGqsIr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/215">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'memphis hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acd63a211d6797e8e35a29623cb2d208e70cbaa2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juicy J</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gCRApTajqwbnHHPbr2Fpi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1859659</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4073">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patti Page</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/353b05113b1a140d64d83d9cf85f1a7bb8e51e19</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'deep adult standards', 'easy listening', 'lounge', 'nashville sound']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57934</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nZN9kln8toEzOifhWG2uF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10616">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SMAMPGnHmiXnIjEtwb2Qt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d441c7dc7e8f8046ff580f0e71c185f75d929786</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roberta Flack &amp; Donny Hathaway</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1748</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8460">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7a1396741154b787911a8c6c9ba21a6f5b55a5f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283695</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julian Casablancas</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rAv1GhTQ2rmG94p9lU3rB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7093">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AoX5cRnGojriIX6lxmP0D</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56417</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'horrorcore', 'rap rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blaze Ya Dead Homie</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90561abf388ec4019f76103620386b5770487f1f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11039">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IVJayFR1opJalfXwuyfGa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Bonisolo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4048">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3121</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Jimmy Dickens</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb572664628392f94595783285ba32b53880bbbb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nhi4qhomET7CUCXYhbAlM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7057">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lDpdwM8KILepMHqBWUhIA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed50af42ac62c9c1b1f9d7c0b14c96b9288bf9fb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock', 'modern rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Struts</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190280</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6128">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jmqQ0utERxcofg2tXhv85</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam and Bill</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2860">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlene</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85110f05f452da15f733d5d9e582d58526fec690</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">479</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V3LuodmG70Gbx6FvEWPo8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10161">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PwgSnrvg48DYvdsf2Y2ZD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42681e3052aa23ecf6467df4a1957dc499abad60</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cats 1981 Original London Cast</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2016</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10907">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09pLQWnoFniHMLJXYdpjfR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab26009d53df0406dce8d1879287e1ddb544d675</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast 'Skyscraper'</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4972">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dipm6p2uAgitwQsOZU5oY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chesney Hawkes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5479616750f20ee79e850b88edaef050abf9eb7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6613</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3168">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan O'Day</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63f6RFsOlwDMnAuDwjB58Y</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/667f4f6fa17b1ecbf1d768c12edab8308a1fb4df</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">512</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4285">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a228411bf9d5f23656f4604c43a67063ab5cda2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry McDermott</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2436</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70vDOyUxrgVhYM63LkJfvV</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2596">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8c7c95b3663fc79c73f062547cd928feacc4b01</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Honeymoon Suite</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian metal', 'classic canadian rock', 'glam metal', 'hard rock', 'mellow gold', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49465</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kFyhQTV7cbd3iSYW2yt1Q</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4742">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WvLeseDGPX1slhmxI59G3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin S</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33101</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f740b732f46c26977f024535a095527f701ab7b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'diva house', 'eurodance', 'hip house', 'vocal house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2958">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'mod revival', 'new wave pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0d83574938ca41a2cdb5aa5faec9fdea57bd8ab</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4K3NWDwBIxgktui14SccR2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vapors</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19479</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8158">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Bridges</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14335</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ba9260e8f6546e3dce6c45c3e04c19374d05815</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266j9hfnayXOZhRRi0sTOu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9109">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'banjo', 'bluegrass', 'progressive bluegrass']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earl Scruggs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NEA48c6ajydrRzCbyll3M</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20330</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8045199a64346cdb2de5b270299f30d58bcbce8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10883">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of The Apple Tree</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ba6XdnNBObAryEnYAeIYh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6706">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'chamber psych', 'chillwave', 'dream pop', 'electropop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'seattle indie', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192760</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ueoLVCXQ948OfhVvAy3Nn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perfume Genius</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95e04ec2e643251467cadf8b04a9c4c6bc632783</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8229">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150822</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g3uG8zZZANGT6YOssgjfC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15c573914f20d56c1783c82de40295445495e709</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenka</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5214">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic danish pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laid Back</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OLmN3LLWtLF7zerL4VdaX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24668</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62b8c492d8c2eddbb899df308e2d8d68c234cfc1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic danish pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8234">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max B</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7f35VZGDpomj11PXdNn5D9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99862</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc9e3f5acf8255daa7b368d68a825ceb0325c967</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4980">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young M.C.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OMcW97LbZ6DHdIi8Q54C7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2691">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YLxwK8ceDNaG8RHhtkcQh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4555</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75bf2b178f0ee6c6958e0ffdabe8fd44def2c42d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evelyn Thomas</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'diva house', 'hi-nrg']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11458">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam's Bunch</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9ccf679db1f07383c84aa86a0e52edd86000842</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vfOsVr9oE9aOfEPWnazz6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2980">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d2dc153ca624db479f78740a4cf62a4e55a97ae</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363909</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foghat</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'british blues', 'classic rock', 'country rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6x33CmZWo2Ve4hxYl2Craq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4354">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaron And The Long Road To Love</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8599</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2090ce47d8f68c28c33518b345c15aa8cae3c1bb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gnxlAhv4TnE1Kbvcbv8QI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4250">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab7cda2666d44237ef8e336c0f6ae418e56278cb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sub Woofers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ycopvq4c51iezynsLkZc5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7905">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10264</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ukgSx1gUt5rUihbNh46qy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Owens</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de0381271847cf752ede8f2545c1b6357409f634</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2833">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zXw2Eh96iTT51pytzHdZi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38 Special</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483241</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'mellow gold', 'rock', 'soft rock', 'southern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30a387423ed24633753a0c72bf5d57809c8cba9d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10905">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f997fc1f0f65aa4acd685b627dbf3ecebfc288c4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Delegates</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MrHXWAgHJ7cCb5OAZPkRr</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ska punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ska punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2404">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02Xpf8IlAGeelWAQZP33kQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10371</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0b75c40fb5e7dcc9124c90aeef8b7c792d99071</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boy Meets Girl</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2101">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arrested Development</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98602</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Va9LuEmaZxnbk1gMnjMD7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e0aaf4e0ce9635c758aed981f018359091ca6c1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'conscious hip hop', 'hip hop', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6147">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chad</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88a6b02c0c8dbb1f9a0618bfa7a0ff4f69ab11a1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xALTSWtmS5DJULlC6aqxR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/378">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1914cb5697a8d1564dba418a27a7551d7243b79c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5519783</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'electronic', 'filter house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daft Punk</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tZwfgrHOc3mvqYlEYSvVi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10556">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WlK3XAq4VJkLiEAnWqgIU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">574</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Betts</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81cbe0d179f9b4fd176b784bc4dfdcfe676034bc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9550">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2700</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iMTJIPXD78N7r7DcDvcFL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bde5f315dd394312fc7c6e968bb30d704eced9d4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Bonamy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep contemporary country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9412">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'ranchera']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PK8uCiKRILtXKQXABBvBC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35894</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76e335ad82deda2a0bd51e7d259108007f8036fd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Tri-O</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6425">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'baltimore indie', 'chamber pop', 'chillwave', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">818486</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56ZTgzPBDge0OvCGgMO3OY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beach House</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b34aff7ff25bb5882346fee11f05a46f38fbfbd3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3219">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee118bf47e4555ec7fd1dcef4a125574169175f9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Pc9ofSNnklujhmIPfAOlz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Home Team</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9210">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3w1Q754jb31h5CXQCcnLNL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anime score', 'sound team']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Capcom Sound Team</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anime score</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64439</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb506034a4d533dfd650e6292dfdab72110b99b6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/359">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zion &amp; Lennox</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21451j1KhjAiaYKflxBjr1</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3654776</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'latin pop', 'pop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0438abf7c5fb6eb8f12d9d9805a968ffb1f1899</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8030">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1391</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Law</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81041783c4b9ce90f14dc10b9e41c5ed60432ec2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3G6o1oSlFAoxLzKkOaoyhL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9925">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/246b9e1e3514cc2d0e6d23bd513263809fb1dbb6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">death metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['death metal', 'doom metal', 'epic doom', 'groove metal', 'hard rock', 'metal', 'progressive metal', 'rock', 'speed metal', 'stoner rock', 'swedish doom metal', 'swedish metal', 'thrash metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83096</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candlemass</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zDtfSB0AOZWhpuAHZIOw5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6637">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29479</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f2e6a511c96c0c43bad538a42441adea4ea5032</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lpA7MWpQpY7hKkwfLxw2Q</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindsay Ell</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian contemporary country', 'canadian country', 'contemporary country', 'country pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7273">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/092df2f4ee1c7071e5f42ee53762b19326715a82</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73085</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waxahatchee</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama indie', 'art pop', 'folk-pop', 'freak folk', 'indie folk', 'indie punk', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'preverb', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IWCU0V9evBlW4gIeGY4zF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5989">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dbiFiYQK1ciGkhaDAqdsK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Harrison</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b180874cde7f453101e4b048f3c3bd683c75dd9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7138">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eagles Of Death Metal</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02uYdhMhCgdB49hZlYRm9o</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9084649cb287a4cd52b6955fe9f5dd647fc4e431</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'garage rock', 'modern blues rock', 'modern rock', 'rock', 'stoner rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339506</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/574">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vance Joy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1783710</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie folk', 'modern rock', 'neo mellow', 'pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d186c3a80955b82a8cc46fe86bdf305478629e8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10exVja0key0uqUkk6LJRT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2763">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BucZwouCkpiGi2UxqfWn9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4955</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1031c120e8375e494592c863c62a4c8c105105ff</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Stallone</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5624">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sqsitBTgof24mPIzZx3Dh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy &amp; David Williams</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9fc5554e638c9bf62e2b0ceccea10f2c32e1279</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6557">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/126170b2632de693bc7e5b8f2ca3fdf38799885c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Used</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55VydwMyCuGcavwPuhutPL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">639721</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8596">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2eb3d416040c984232c5a37c1e3c9461ac0e761</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34354</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jnoH2xrhvxUgeN2rrudHL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hurt</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9052">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Hung</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06a5bc701d17af9d1d06d5bcf0b50064097e030e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outsider</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1971</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bU97PoqnxjKD45CrfwmC9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outsider', 'talent show']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2744">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'hard rock', 'metal', 'psychedelic rock', 'rock', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">708900</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7baef9857e572fd10f069314076a99e9e9e82629</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Öyster Cult</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00tVTdpEhQQw1bqdu8RCx2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4218">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zumHpAnvQ16ZHtgrHZqck</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b95a416f09ca044bf8cea30d74390cca4068a76</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">372</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2016 Dynamo Hitz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10153">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camellia</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99365f3e3a9425c14953de39dbefba46e80d4c80</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['denpa-kei', 'rhythm game']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bwIf0yXJf0F9AmOl2J78M</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26029</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">denpa-kei</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5622">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">675</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lm1R91lcysFZwQ8K2sMe7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfc0e0ec276722de614116f773a8c885c43f0a30</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lena Zavaroni</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6452">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc7bbff4f9edd79133095a97deebbf0117ba80b8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'pop punk', 'punk', 'ska punk', 'skate punk', 'socal pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">430435</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6i0KVTOvm96T55mbp742ks</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pennywise</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2923">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'country rock', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7213c1a1ed25d51a1b666ce057663cd92c0a76b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MXwwmS2JpmsHZhdMeOL2s</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pure Prairie League</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91374</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5400">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tqYLHfwfsXiXdFtMIds2K</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4c9007e6f304bfad4b6ebe8e8e05009e0630045</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2675</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fern Kinney</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10222">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam &amp; The Ants</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'punk', 'ska']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DppeCnNtvrLfEobq9Pw5r</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136261</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80cc2fa04e8b70041d4924c78731e954ee2096f8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1655">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47272</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cowpunk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blessid Union Of Souls</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/228065a9cd7cc2c4a0daf29f0ee5856b8f199011</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cowpunk', 'neo mellow', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4W4gYpQ2AQq7US2HZS13Qw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2513">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4d7e3a8866c0b9d9c602530dcbe6dda28096b59</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'mellow gold', 'new wave pop', 'pop rock', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">325534</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Money</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Tw2N3wdvJPGEU7JqMxFfE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3643">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35fbdac059eae2b36f88237e107f150145d188f0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brill building pop', 'classic rock', 'country rock', 'dance rock', 'experimental', 'experimental rock', 'folk rock', 'psychedelic rock', 'rock', 'roots rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98517</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Q6OOkfssqoMSTtl11J5Uk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6049">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6035902944b2630dcff19ac55097a78818a745bf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CgsVtt7tP8iduzkTCfel9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mel Carter</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2878</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1165">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gcDAjaKZIKMdYJoIdrIfR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Polow Da Don</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d38b574633fb9f75788d60a41ce759a755d4a47</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">614</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/703">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12888</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46973e9b3b4611fa8882e491a3dfbfffbd67926e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49AG5IHkJj7M5faSOVGVAW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Finatticz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1637">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K-Ci</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1774</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b020d6c42d0afab5a0b294e9555ea931b672f7c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cynDosMoBQcVD9UKLq8eX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1554">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4a4be28d110ec314178e835fdd9a1c234cf6395</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AkpPlFLnr0VQwZQeMGht0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modjo</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'filter house', 'vocal house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59962</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/975">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mHuZMOP8FG5ip4yAb1vrB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121372</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Franti &amp; Spearhead</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f2962d2b54b440572b1527f7a3a91ac73b0ade1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9438">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76oeXwztPqAxVg9oqozK3z</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41994</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5eb46a69c23f4ee0df86352d2278947ac2cfad78</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heather Nova</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/860">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shania Twain</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1611727</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian country', 'canadian pop', 'contemporary country', 'country', 'country dawn', 'dance pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5e4Dhzv426EvQe3aDb64jL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f528679a91389bba146690c8353f1376906d46ee</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5988">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8753466221f90092945bb4f3ca3045760893d196</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uwRBFpU9SQ9s2Us0nlXkk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4770</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Betty Harris</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10246">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Taylor</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PZEd7yktruWruOqORRChA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/395523aa1b07d5d6cdc803416afea0e8793f06ea</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126641</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9473">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillhop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21207</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philanthrope</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillhop', 'lo-fi beats']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0b000363142c5c447d4c2bc9a355221877f74a2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13ACz7DIictCpSYGglNTHs</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6555">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01crEa9G3pNpXZ5m7wuHOk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">491122</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2714cccc35da3a789406dfdeeaeee9eabb78d50</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian alternative rock', 'christian rock', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6907">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ab5f798e895f66be7f58f44159d63dbbfad8695</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gymcore</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52222</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gymcore']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5plcM0NxqZcnAWQVECcjWN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gemini Syndrome</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9118">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Type O Negative</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'gothic metal', 'groove metal', 'hard rock', 'industrial metal', 'industrial rock', 'metal', 'nu metal', 'rap rock', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3f9cedf151551893f3355896f8082a308b228cf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293996</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0blJzvevdXrp21YeI2vbco</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10940">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bebop', 'big band', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz trio', 'soul jazz', 'stride', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ldU0QJm31y0d6f57R1G2A</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84859</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oscar Peterson Trio</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ebe024a9f079c57df87ff17ec8a54c0459e8dd5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8098">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11zHPjHnZN0ACA50rSnTcy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113058</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77e99367cebab46ff8bbd4f37b6e8e24f26953e8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'modern rock', 'pop rock', 'power pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nada Surf</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7205">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'black metal', 'british black metal', 'death metal', 'gothic metal', 'groove metal', 'metal', 'nu metal', 'symphonic black metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cradle Of Filth</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5b9892c511a523d98dc8666be60c1e88619c3f3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NTSMFFapnyZfvmCwzcYPd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">258989</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2331">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7363</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GcBbZ5wVhNABLzm4MpJqG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Penn</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d66975ce98a04fb0f3ed94a5df890040b6bf561</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5187">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1giu7xDyVNeuZYrruEKEah</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe5503425b7a7e8f1e8e75a1721d12</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Martin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10913">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfd8fd6bf7a67690f297b1fd06057e6282673984</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PTEv5PB7Y60Xs26d5OE9f</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frederick Dvonch</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5675">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d800c9c3850ae602c54192cc4efcbee3f7115a5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xQhG8LW02STEfCoB12awq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mystic Moods Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">498</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6969">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cec1e39996e1a6da26ebc4db7ac0aebf63ad7ceb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rival Sons</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative roots rock', 'garage rock', 'modern blues rock', 'modern rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356c8AN5YWKvz86B4Sb1yf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243876</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative roots rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6760">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Yb7fYYl1G22Wdr7sItuCr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1303</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c516e5f831a945ae144c70d1fccf40540553362c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dario</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9395">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RszwcBlHzry6slQ9LRcSw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50425</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29b0df7e79815a1daa63dbf8b6f38f915e016397</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Magic</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10914">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Hellinger Theatre Cast Ensemble</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1b9pnt4AsTyHWWQSenDTFG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfd8fd6bf7a67690f297b1fd06057e6282673984</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11103">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1dd9a5a1c3e019142f51b2947db5214d1dee9dc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6soPpJHlCtN6SY8pWlfbC6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'french indie pop', 'french rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181544</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-M-</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2715">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">848602</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4etuCZVdP8yiNPn4xf0ie5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julio Iglesias</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e79aad9792c92e4f333f8ac9976713b8d63e7bef</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8372">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vq826y1G0mboB5SxBrnjK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mario 'Harp’ Lorenzi Rhythmics</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8932">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jMKaRcgP7NA0uXb45JbXB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Public Enemy Featuring Paris</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27424c69f974b3df54469810b681e2b4c7b71489</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7813">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Almost</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5X09SRt3qx77eh0XRreLjr</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49504</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eccf3bdfe23db223a3c81b3f166005e62e78ddc3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock', 'dreamo', 'emo', 'pop punk', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/324">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52d1324ee42e388cdb2a62445c6f71454c1ce7fa</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">660YptcR0hNHJ8iEr1qcse</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Ramos</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38129</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7950">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZWvN9FEfdTea1SEHjpTNi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie rock', 'modern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be1a30d487a842de4846e2e41df16da680116ec5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84190</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pinback</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9437">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'big beat', 'chamber pop', 'electronic', 'new rave', 'ninja', 'nu jazz', 'trip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8baf174f7706703f03300c6c5343413e3264cd7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195440</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">UNKLE</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nszamLjZFgu3Yx77mKxuC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1456">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78xUyw6FkVZrRAtziFdtdu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1675935c475858a1110a2c3269559f9c24144add</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Roots</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">776110</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'neo soul', 'philly rap', 'southern hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1991">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e46b06f6a77b7b8f334f89b9c50bc48f46745cd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JxCEqL9zjKnDJgUhRuRJD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80480</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neneh Cherry</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4905">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hnOFLAUQAXJ9EZNxF7Wq9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aqil Davidson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3980">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51ebqvuIfuYeltpeiozVok</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9942009cadb62a8c287a598cc668aa443c0f329</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Big Heat</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8852">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67f7GZXNMGRn98lqrtIdrN</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90703</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hardcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hardcore', 'canadian punk', 'hardcore punk', 'melodic hardcore', 'melodic metalcore', 'straight edge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Comeback Kid</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b753c1ba700a85c049db7b4be3c70b509772dc7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1866">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17264</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2D2qwEatKbBSKhBCfP6lyn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock', 'roots rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bodeans</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11cc8124efa1e5ad8ad89d5957f9397e822884b1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11463">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">["australian children's music"]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian children's music</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36b745d8818c7dd30d36670d82d21b5320f9b009</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YfuPEvb62ZfeMGuC5E8vW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Starbugs</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10221">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-punk', 'protopunk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6341</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b885515a1c856f3be5332c11b62fae58e20b757c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-punk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Verlaine</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rxXqaQUe5udkRsGRDDDIY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3677">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2z6I01y9cdNA4IlOAIcQED</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howard Tate</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02cc508bfa23e402b16c7ff5534f3c368af269a3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4069</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10077">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Who Do You Think You Are?</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f5bb86e99b1d11532653b355a85f81b7003bf09</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rKFER2L8eXs3lLVT9DRBs</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10357">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'glam rock', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48NRGRV9MmSBScnKTLztSt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8416</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/825d712268436165dc527c3baaca42f12f95b5dc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Manzanera</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5417">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SmwbD3wqrybVclRKTbr1M</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vintage french electronic</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5622</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vintage french electronic']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Space</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b98434365dc9895a6ea21e78729b90b8853bb25c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/916">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gigamesh</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['filter house', 'new french touch', 'nu disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26381</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">filter house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53a65c3bea32bee25e19cba01c83d3d57bd4bcc8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Bo8Afb2Qbjs4x6kJHyjle</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6100">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny and the Expressions</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZWqPynUpS5f0jNEGw6dYu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1001">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/705bcd56dc5dbf9ebc578a3ba8094e6d622862c2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beastie Boys</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1361111</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'east coast hip hop', 'hip hop', 'old school hip hop', 'rap', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03r4iKL2g2442PT9n2UKsx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1979">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22226</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e96544e3f4cd7e3c821bfb0a74e6e3e4eb76df02</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cORFIWQylRGyJX9lYnqk9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tractors</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11342">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Smith</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">464</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c424efc218246564e8b6b70daa8b99d6817a72a7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V9YVd2ae0r4JKyOrfnrmj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2372">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14751</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Call</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c12c95962f2f035dd6cc03a0d7dc789d9fabe353</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bSugToVO8DavocRulW3Yj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/46">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2711653</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/235453df655ab34025d1c49fab757ba45fd0ac8a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4x1nvY2FN8jxqAFA0DA02H</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Lennon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7670">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PTGRlwNbg36Mu4boWlixN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William McDowell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140712</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2db461ae779852d404dd3ea4a74dd4a5823524ab</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3664">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3K1Z59H3m2F4AhWvKMzqBR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Neon Philharmonic</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/231593249bbfbbe58d101752517f11998a2d18b8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8431">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'jamtronica', 'livetronica', 'philly indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ec289f6cb5047032257e0f86d425a12f2eea9c9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Disco Biscuits</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47369</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sahk8ZhHF9FB59DMyDi8D</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3541">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WXpplxbfcLvaAlhDbfEyO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13526</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Byrd</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7373fa383e0cb51377e7e4b378213c93e1dbc2be</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8883">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thom Yorke</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4f83f1c59467d4e7f3abb7a115222d71c4d884c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CvTDPKA6W06DRfBnZKrau</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'electronic', 'indie folk', 'oxford indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422199</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5162">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ab09137a3142295800f675dc6bfe33df71e054e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14030</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yarbrough &amp; Peoples</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rJcrQfLLtWSJAKbZPk6NV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5829">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Wb32LTUGtMbb9hi17hg7p</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oscar Nini</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b043a1bbccf734113e1b39f60448794093bae175</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6850">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112452</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rXr1ZnvbRoYBaedIl9v4v</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'heartland rock', 'indie folk', 'new americana', 'outlaw country', 'rock', 'roots rock', 'singer-songwriter', 'southern rock', 'stomp and holler', 'texas country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9765b60d63f109bc46a6a8f97f662f1c2d384f09</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drive-By Truckers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4612">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6687085df1880c7d82fb6bd7f2b106dfd71b2582</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ng8jGC4dL0gkkuh77pbpX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Newsong</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83436</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6792">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecdb653e9067090769d2b9ea6e7c777175f09ba4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'indiecoustica', 'roots worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37822</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ellie Holcomb</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hNiAUVPCTgcpy8vljCxzs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7203">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'post-teen pop', 'teen pop', 'uk pop', 'viral pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ca79e62ea42c863385d6c2cfe4289c0f2677a7c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79Xp2rRN7wdsaTJgttdX3K</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1113996</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Simpson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7329">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ebdbfb888c3dfa21d2091c289dd60883871f816</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11011</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sNgjo2IC4YgJr6MF1bFS0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Canada &amp; The Departed</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5597">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2767</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c91fe6a869b2246e638ef0a85fe767ef13cc7982</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Protheroe</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OtWnahLz9y3TjLuqS4gYp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7303">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/654d463539abffc823e4177d1128cf9ae1222bb3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new americana</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oQpz9DEfhuSbuT8hjhTDK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new americana', 'roots rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Basement Tapes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96383</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7289">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RosuARXNIOfNYoJXR7fzA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45693</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8868eeefb30aee2597a22646be3e862a1986c293</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tobias Jesso Jr.</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8802">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31bf2c8259125c9a09e1b072765f5f199a560239</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AgABRd0De0YyZAivuPtFF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Halfway to Hazard</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4112</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6534">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EWU4FhUJM1sZQgQKdENeT</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f63366e13ad4c40ff2595be8ee0f5e2268d606f5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hopsin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1312573</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6238">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">merseybeat</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ffbeb3e81677950d2b8da3a24e6c7cc8b0b18c7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2197</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Williams</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['merseybeat']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7A1PWRIpGKFLKGXB5p0jDY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2981">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fJ2vi4PUSxyvYaeq0FTbE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Change</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'minneapolis sound', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49860</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abee24fb2e67d9abd86b1ec55ff3c30b13e94609</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1158">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PGtMx1bsqoCHCy3MB3gXA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2044bdce36bb667a0a6008ba8046d6b98858acf6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101224</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unk</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2216">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e11aa09a9068e4b61e446280e49d9d8849c982c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.G. The Prince Of Rap</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NyO6lrjoe4s6Uk4ns9Tda</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3755</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3858">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grapefruit</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1977</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NB6ttNPDxR31H2nH7a6b6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2bafac10c588cd56649cb7261c3fcc5ace37ddc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9292">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Binu Chathanoor</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aE6wnsmi1zYbLvMGhmPlU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/222e857b2c0f6e58bc82f976b169561951851b82</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6939">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3C8RpaI3Go0yFF9whvKoED</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'australian alternative rock', 'australian dance', 'big beat', 'collage pop', 'electronic', 'indietronica', 'new rave']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235898</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Avalanches</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f107aee9884d6595112008973f3117224d083ee1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5695">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BLpGstUHxDc6vHfBEiaXm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dcdbfeca1feffaace11ac40db5f800c7a51addc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'bubblegum pop', 'classic garage rock', 'classic rock', 'classic uk pop', 'folk rock', 'freakbeat', 'merseybeat', 'protopunk', 'psychedelic rock', 'pub rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Move</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30397</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8487">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noisettes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64474</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/730512b4a35d2ce09d9ab7b5923b5ce2262efa29</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6oX4tx055oEFYM3ahDTyOD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2111">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RQkaOWddQmiLLJqSgnTbm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1e0e1b002cc857f8916b932c0a7803f140d68cc</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chaka Demus &amp; Pliers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funana', 'lovers rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74916</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funana</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/495">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">574</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RXtieA0L2l22SWlOUMNca</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karen Fairchild</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4200">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37Qsf5KCKljH7mL134xp4k</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saudi</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4997</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2477de9de4e26af6a0a62cc8a404ebc98e309440</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11069">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peabo Bryson with Roberta Flack</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GQDNe6VaOC1CHlG1wBzyN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6786">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160478</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CeCe Winans</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qfrrrSO7utFdJkM2tvMRb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4886b1d2c81d83bfd113562efe64db842982938</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8330">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ivy Queen</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">805882</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f4c63f3cdf96a09be2a443007a648758177b727</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6p2442ymrT9lZEuCZJdYcH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'rap latina', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10501">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e2772d11086e840673119b47f407c5cc4be821e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">479</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fy7Z04Lq0MmkCVGg0Ani0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Davin James</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8714">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41477</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TeuSnc3TJ2P2Vn8UOgovp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dcd4b052f4a803f77be6216eaafc78d9f04937a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superchick</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago punk', 'christian alternative rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6604">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nothing More</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39VNwvlQTqE9SvgPjjnMpc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215448</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ffb913e493274b5c945167a66653ed4b0015df3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2947">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'classic rock', 'country rock', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tfXh4XxILEuMU2qZupFn8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f97ab53ef2628ccf2cb13cdadd1c4b77d61ff508</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Firefall</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76206</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9441">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jayo Felony</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27458</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03a9b8859091265db3609f165d54ce55c57ec76a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188HWxEQMjCaa7kf3ZGjwc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'hyphy', 'san diego rap', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3743">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4859994e51f330b31d9321f97ce07af06b6a4b80</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270237</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BGRfQgtzikz1pzAD0kaEn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'folk', 'folk rock', 'mellow gold', 'new wave pop', 'permanent wave', 'pop rock', 'power pop', 'pub rock', 'rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Costello</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4728">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0we9HEQcC3rXvCuKNwCQIp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shaggy Featuring Marsha</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5535">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Annette Brox</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03PyzHPsaxiIuszX8I5hWM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8457">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PyWEKLWI0vHPmoNrIX0QE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rakim</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369334</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d38481927c46840efeda04eaf5cd617dc78f53c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4329">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7f70a06fbf56b2d2db1f60adc3d067754110e78</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18382</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sAHunotiQdUXKSsFj5KUg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mann</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3005">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d8839c21b4ea927a63e3e25cd5cbf78869f5adf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mY9Ii0cL5SQxpOTAm8SHx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warren Zevon</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159233</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'classic rock', 'country rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'piano rock', 'power pop', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8766">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundtrack/Cast Album</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15203</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56E5XajgEQr7pQNK4C10RF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d7d0d108adf6338995deaa8b71c1a4491d1c977</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5996">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22404</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moby Grape</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NHSh9S0VQiFfsEFbvhRXN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'country rock', 'folk rock', 'freakbeat', 'psychedelic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ce5ac340ae5d75410634e1bab33ba75f4e94bf5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10474">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swedish tropical house</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">farfetch'd</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/825e254f1b6ab3ba12f5a448794a248633476d26</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swedish tropical house', 'tropical house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xQaB2JfKU3pi6IqRsHy4G</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">616</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/512">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop', 'funk carioca', 'funk das antigas']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FNnA9vBm6EKceENgCGRMb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anitta</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7927079</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cabfa639a2b6734f8f9df2f42e7d7a9187682bc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2269">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd8515b256573503f9538754944b779885777639</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8359</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mGe3yyg9FrxlHidyYWiH6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candyman</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2737">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic canadian rock', 'classic rock', 'country rock', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fc06a457eb44902ad235b0554e452edafe3f814</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">April Wine</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162947</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JHzh1ETQTMoFb2CgncnTL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2200">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Cohn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2C8mKwk3z5DtqLcSwUdYJ9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e810fd8a42b031f55799dbcf04aa90c4579a5d5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48040</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4663">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9957</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emilia</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sPuAjy8SuvfwXNVgt52jg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06e2eca20770c6ec09860ca25f62c3ab4e4cc2db</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1786">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZLeAjtqG7axaUafih7RS7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cuban Linx</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3454">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42TFhl7WlMRXiNqzSrnzPL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Reed</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic rock', 'dance rock', 'glam rock', 'new wave', 'permanent wave', 'protopunk', 'psychedelic rock', 'rock', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">935623</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e1e9a6fe696b536a1f9e6a27fc1ed23d2c97099</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10967">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ESG6pj6a0LvUKklENalT6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doris Day</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/177e8ea19a5da187ddc33cc76d6d65b764fdf277</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183588</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8696">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Kiner</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02b2a91556a5a167766e4ffadde94bb92803d30d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6krMKleBJfXYPdCP5q3ypW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7935</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6146">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c0ce19059ab32a8ec8b658afe013045acefaf3e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Lynne</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2532</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XThtYxaIaPS5o9soX7kAu</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/41">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15392331</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vyhD5VmyZ7KMfW5gqLgo5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f49c99b5e1c1e0210729e062187518e99b19919</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J Balvin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'reggaeton']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6895">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">De La Soul</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be4757c033697c4535381131c9807dcf51ca0ca5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'jazz rap', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Z8ODXyhEBi3WynYw0Rya6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">443365</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3178">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stepmothers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d66a5f97b28c322f90f03ecf95f7cc224155e9be</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LbfIGJbSZDJsuxFlhMTzD</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8344">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/487cf6d46325cc0e78487ca24c0c6a192331c50d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kingdom Of Sorrow</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'louisiana metal', 'sludge metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ambWTB9ZagMlvz23f5pEJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16265</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8152">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'new americana', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CQrZZn0g2ZNfIcXbi4pdo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46246</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f5c234096fbb1f21af70419154d65a4a3243e79</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mason Jennings</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3894">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nu jazz', 'trip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qnkHpjyS6CUxH1UUy82B7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/370ec05a36d7260c1ef6e4e48c4ef408592acd47</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Guerrero</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nu jazz</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55567</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11300">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darija</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qhyspyEEiuYREKsBIEbUy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3807">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132007</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mVWMgLc7bcyCBtL2ymZwK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/402708de5ba0eb923e4f4b6a6b8b36f5c3904e6b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'punk blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Arcs</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3475">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luther Ingram</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9bd41684558bf076e8e26bbd903b3842add9fff</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Pek6HAr0BoHD9P1RuA7d5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16611</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11182">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mocha</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WvU4ovnm590MR3AYpTYY9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3681">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57693</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/459324035201f74cd7b53a6cce9a8e20ae014bb6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XYH5Be5pn1qkxhfaID3J5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane Birkin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3989">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/289048cd15e331b47274bef49f908b583db0503c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LTYeDqM0ojTaTpsi63puM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13360</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Lovestein &amp; The Velvet Revival</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10665">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p5QPupycNjU9IFPCKVVC6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/880b026a2f580183e157a01db721d2261848e7de</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Papa John Creach</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1500</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10062">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KPzLZHZrqvYILcVTEMCP1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Riesman</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['compositional ambient', 'fourth world']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">compositional ambient</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2048</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3fa8dd27bd492d0d47bd7beadf029a2072d6a7d2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2514">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29885</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed943080e88a565e3c89b2b2d9b80921d444dfb2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4W2dcPOyD7eSfJCPHCfwoA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Living In A Box</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8938">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Asami Zdrenka</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1023</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gXBSTN4jNAriAJxLfD3Kq</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fed2d3f34ca97480407d85d4ff6ac0e36e1043de</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2685">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174107</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Star Brasil</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop', 'funk ostentacao']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Fm7EM53gjKTx9dG5fxeeB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/034956a16786ee3163c770e14055cb2a0b969b03</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2582">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'mellow gold', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4fcfe8cf316b6463ecbe571d60973ea7b103d5d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1219164</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Air Supply</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xXCRXOfQKQ2gjWxNhNzYW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7319">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lynch</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0de8fac9c9c3158983e29f65f6c06d8e4cb2b27c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wLTr1d2L3786ukQkTbVSn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4493">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20ee11007e6e478e554609f88daf3654ea488bbb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6d6OLClB7YoejUnx13bEO6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanessa Morgan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4509</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10607">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'country blues', 'piedmont blues', 'traditional blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qXzj7WzBV3kwy1yEV1RcC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6375384268712551a1f1ccff459f144ba3a02bd1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brownie McGhee</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7539</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4017">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KtW4xANJkgfEnFgMxaj8h</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e99d50a75fa65170a67d276e9077043f87297a7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doo-wop', 'rhythm and blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Olympics</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1472</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doo-wop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10340">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2H3xDjMmp31iLmsgXxLFyI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26401</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz blues', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dee Dee Bridgewater</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6b45550b11ef74552a64a20a799bddf92e5862d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/522">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QLIkT4rD2FMusaqmkepbq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachel Platten</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'post-teen pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3d166c1aa9fd07f415493548f165bfdb6967565</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">768258</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11492">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23CvqcFwWk2RaiUSgNG3ZW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Løkken Musikkorps</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11033">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Webstar</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oWRwCsvTevGlcq7OVN2Jq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bc32ff72814f473ba5064f9c48d6373464c8ca0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1358</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3377">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b24706a9dca3373d4c138009a1b7e5ef993b9e5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Gilley</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kFY4Bv5VRSBsM6CUYBoTC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78000</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1926">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">977114</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'disco', 'europop', 'mellow gold', 'new wave pop', 'permanent wave', 'pop rock', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cyndi Lauper</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d63775a2e6398ed8bed1dfaf130874dfedc1cc4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BTZIqw0ntH9MvilQ3ewNY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7495">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84865</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Betraying The Martyrs</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6943f62170b88578fc57712f3b9513db8f44ac83</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tEWLl4loWFLgs25trNnro</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8408">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lv3DKGOLy7HkRUmt6DiEd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b306c01550db9332a91c5f9afa22d1af90bf0f2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Castro</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24327</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1197">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PCMMSSuTf9iCVVxYru5XI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shareefa</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/050b9b2b05aae7a08da73677fd733c15d12e06f4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23778</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11382">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aba3bbd453997735388389d6c153a4631ba71af0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7940</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eb7QPyORtTxhMiLBo3YWK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Outhere Brothers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1383">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fuel</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c278aa1df227299d3f779b07481ab4d9dd50dc9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EyuKHE1AeE9lWUF8mzKVp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">384899</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'nu metal', 'pop rock', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4691">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Karaoke Singers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71213569534b838f5a35fa7b8f652d75994c05dc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PZdmrPcOnufIAS1SB1KDI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/358">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/300b459748ce4d11ce1e222eb3d7dff8e854d6da</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7004942</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07YZf4WDAMNwqr4jfgOZ8y</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Derulo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4123">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c77a4fe9659c0e057adfb627f818af7bce695a13</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'comic']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2255</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Barron Knights</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5971B5frCeQXuIgCvPy1Gb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1057">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Anderson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47a16192ec41f2f0d05c0111ef49c21724d27bc6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AgQTHagFdBq8VL791lSXz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211061</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11482">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2q3wY19IBnMHOV0JvPrnl7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glee Cast Karaoke Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1111">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SuG5iUNABfgum7OpWYvFi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark "Exit" Goodchild</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4584">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27H9GcJy3l7z3RI1p9KqOs</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stagecoach Spurs</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cd9490344c5b124fef9cd2bfd17a72fc7058f70</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5125">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">895</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Truth</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mod revival</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mod revival']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3K6DKtqcjx8Vs5XEaTgZv7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/563450adda1b23c269ac78dd5983101027176552</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2058">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'new wave pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd971867bf3590ea127dcbd195bfb854eae7bfcf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nPz5R1FDPTMI3Dw4JnTGb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Exposé</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112478</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9992">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77D38RDgCtlYNLpayStftL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Housemartins</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb164b73bcad092c2362fb6dcb1b41e25a61b991</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106484</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'dance rock', 'new romantic', 'new wave', 'new wave pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8412">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71h7GTahhKcSkQ1ayhTvOD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106704</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'neon pop punk', 'piano rock', 'pop emo', 'pop punk', 'pop rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fe4b58edb8b1b9c876bf547e6322170a48f6362</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Something Corporate</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8500">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sj6FGLblnVfktDZPaydWP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/facc9195e66e37f7f48a0d56cff1ab81905c0659</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60021</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J Moss</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1384">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Gunz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31ccdc8052e944c24ac1181941ea06158cdb6bea</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93584</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sBv30RzdeMVPoBXbzjIo5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1234">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4452903</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'latin rock', 'mexican pop', 'mexican rock', 'rock en espanol', 'tropical']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7okwEbXzyT2VffBmyQBWLz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51c9a4f97f5b64868ca0ad925b497212d3d5456f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maná</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1593">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48894</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38d6a9c7efe44ad0bb500a844783db9e39ffabca</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U-God</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0G070wUUUBptmqGEKAAUVx</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7714">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DARKSIDE</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140286</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c442802f177c6616e1775eec988c6561d4ba505</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2933wDUojoQmvqSdTAE5NB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6025">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat', 'vaudeville']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UD9XOagGdElo7BpVzLltZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39c5f41a83a1fe71034356dedf1c7169d871df42</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">957</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Vaudeville Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3843">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0f4c86eedfcf34db6bf1f2b52cc85916333b6cb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cowsills</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38089</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZSzroBNV7HzBDO9aohuF1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat', 'underground power pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8245">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">375434</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5o206eFLx38glA2bb4zqIU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bright Eyes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'melancholia', 'modern rock', 'omaha indie', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d31ea4e63c1ae951c0555a4a8bc24ff5b9a65c3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10689">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ppcx1q7RvOFMm7Q0GmnDo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Supreme Cover Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37a8f39134f4d091951abbe545cb79dbb089abe1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3951">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16742</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trini Lopez</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FlTKgucbhHvlJVf0pnvOv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a818c41c4b2e18e92996b24fb6727da1f40661f2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9913">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fhngmJMaaKcdhXHCa4cPK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61589</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'cowpunk', 'hardcore punk', 'philly indie', 'punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d09d32383cb822c3e463d215b9ed522b00fe358d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dead Milkmen</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9234">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DtubF3ydV7zI6bzAbURfi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb3bc0df5b5796c79c2a3ff0eb5da6540d843d0f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love Karaoke Symphony</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10452">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b4eeffdadca214af9506f78617c2fa330ea7ea5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DVaS32IkAcyrYc3OpsONR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Auger's Oblivion Express</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1988</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4549">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Télépopmusik</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'electronic', 'nu jazz', 'trip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4036005d4ffb7c968e323ca3d5d898b52229e511</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aKCo8gLJfuPYtr88aWKjF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133481</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3490">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blood, Sweat &amp; Tears</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'brill building pop', 'bubblegum pop', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24GaH9tRBgZjlvOhpFuKi2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">227955</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26a546022a057e325676bef5c32acdccb456adfb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2649">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ffcca8be7cb2da41cfe45958cbe8724c8cd6d24</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9128</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U.S.A. For Africa</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sF6m3PpW6G6m6J2gzzmzM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2914">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2V3UNup4XHyqdCOGcQai1d</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Steinman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc526a6dbcc91645afb9c7fd060d4b607e92998c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9414</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4581">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55PkOaApDDF3k0PfNK0K94</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BIGG HANK</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d01e9b8256839891b25473f8a748f3def5bdd0a4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3320">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0n2Uel3CvQrmMsYLEfpO3s</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nektar</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21159</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae4cca803181c2f44b23c7c5b4f570331ee42d47</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'german rock', 'italian progressive rock', 'jazz fusion', 'krautrock', 'progressive rock', 'psychedelic rock', 'space rock', 'symphonic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3912">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'old-time']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GcI4qqLnvVY1wlRdRixpx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cousin Emmy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ef8dfd8aec1836188ab287ffa583cec30eb2b5a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6111">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Five</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XICntAIOLc3OPozkykv39</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ec098429d8b6448e3d4eb1ba59bb41ac5d8d79a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4948</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9826">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JF6mRd5N8LzsKugg4rcSG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34757</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian metal', 'classic canadian rock', 'glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Helix</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc59038988675610031a6d2c6ac505a5660829db</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4272">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bsEozzA1CHU0TIq2DXDxq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23472</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Dash</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb2375594272bde0b0df0439ead5ccae64a7c980</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7070">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wild Nothing</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7ea823b77e15087f813af264222d3833527b7b2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'dream pop', 'electropop', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'modern rock', 'new rave', 'noise pop', 'nu gaze', 'preverb', 'shimmer pop', 'shoegaze']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209919</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NrkINd80slV25wkBu9mEB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9368">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J-Shin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9034</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd2237f6711707b4a942d6e6b45c0887a91d2ee5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61whxt4O1XSL0DNux0eTtp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9472">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'memphis hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3V9xDqgOz3vgJRLUzl562T</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13327</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e47231ca638fd748a48175cca839cb85c9d0b68a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prophet Posse</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2861">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c71dd066bb017d00fb340fe7b00264b04ebd93f2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'new age', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon &amp; Vangelis</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73020</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gS1uXayWA0WJPgcRqNIae</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8527">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'rock cristiano', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oM8RWZXhJYSnzGdepP7fM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Shust</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125663</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f61b81dcf801485749f0dfea2053921552fd0f1e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3559">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Crane</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/740ef297c99bac680d129b5acbd22041844d2c53</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nH8Oa5lL0hHMKQpOqujVq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1304">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howie Day</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ekbDNE2eOq8QiaXM34wer</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207160</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e09af78a3c70d6a1b66f90666587a37093c6888c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7744">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261133</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tonight Alive</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35f5d873ac45996f009ddef108fd5bbe8abe7d3f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pjCYG6hPLBO3y4swxu3dh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'emo', 'neon pop punk', 'pixie', 'pop emo', 'pop punk', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5713">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Young &amp; Graham Nash with The Stray Gators</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eNpjkpmel7UqlYFheHc18</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5763">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51148</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Qk0lWGeXydDvfrDufDQ9p</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fb50665a61aa4712afe3568dd9a653a58925da4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richie Havens</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">246dkjvS1zLTtiykXe5h60</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dfw rap', 'pop', 'rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dfw rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16737002</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9d8b742b66609f12da023c472c2685d455930ed</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Post Malone</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10098">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elliot Easton</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/233cb409861a429ebdb9b24b89148e04320a1925</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DItbcZMDgmNPU5NjtXeou</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">398</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3624">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'cool jazz', 'jazz', 'lounge', 'soul', 'vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JfVCMa3FlvQRlLT5uH9zb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nancy Wilson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1eb2886954d4c6bf9b21878e1326e663ee8fc41</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92662</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/96">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4205712</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ix9ine</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb2fa696eab4e8295ed211d1a051027145afa10a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gZfnEnfiaHzxARJ2LeXrf</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6187">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc0574d539250c5fb80688885e912b62bf016536</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'bubblegum pop', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16253</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Honeycombs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2322gLwXvyJa6PejhOWQEH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7499">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">'68</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21702</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51EEn3UICoilrrWVZFz30C</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d9303902327edb76a4e21d4c4537a8beedf59b1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8114">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1490</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Skeet</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HohCe6uYgTtBJcV4PamyK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4c6cc11d6a879d813740419152ad92086d6fec2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8909">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Head Automatica</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cyaobEho8uxhqLxwG7j6i</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1e1426a5845d5b092d718201256014d632475dc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'pop punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30218</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11120">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d2ea8fbb14a48a00a258453be27e44e954f132e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2018 DJ Grime</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">348</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kwBswqLAwOSM0PdZAEKaM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7604">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8564c6e3c0b6321a890d93c33c56159c0f461a02</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98833</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doe B</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama rap', 'deep southern trap', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dFJWWaHc5Z8oQbIRgBcwQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7625">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sundy Best</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kentucky indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c83769201dcced9285232d46446f4c8a2c81070</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kentucky indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13621</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21lH0EoFGV5oUmyCZuz7jg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7728">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65063</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47ad05b34280953008fdf232916b5a74f8219f4d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'alternative r&amp;b', 'hip hop', 'nc hip hop', 'neo r&amp;b', 'neo soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60R4M19QBXvs0gO4IL6CpS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Foreign Exchange</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/318">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">272847</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84dc87cca456089fc5cfa2d7593d9d960ca4553f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lin-Manuel Miranda</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aXXDj9aZnlshx7mzj3W1N</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9672">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1334</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Graham BLVD</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20a1b76c7dabe896bb42fee9cd1f575a9168dc5d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ax8nTiDevlBAqLxQSYSV1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5738">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45c28e8c9db6b77edf2bfd84af0506d95f53c898</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2moiE5ZUDX3Cni022mK9Rb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Coffey &amp; The Detroit Guitar Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5480">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5f8Rx5oo9KEkjssSsBsvfh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9653e11eb7ed099321e6fed505497a95c1986cdd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1368</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scotty Moore</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8206">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">636626</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3f58b27247ad228434b0ce805202e625c74772c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Harper</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45lorWzrKLxfKlWpV7r9CN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/548">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'pop', 'pop rap', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e11ebc670e5b5fec7a765ae974e114f394236b9b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Usher</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7094201</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23zg3TcAtWQy7J6upgbUnj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6726">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5138f90092a4c0d21acba18cd3bb77fa0aebc88d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K.Flay</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">265276</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'escape room', 'hip pop', 'indie poptimism', 'modern rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pCNk4D3E2xtszsm6hMsWr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6715">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cantautor', 'latin', 'latin arena pop', 'latin pop', 'rock en espanol', 'tropical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricardo Arjona</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa047bfcb6298b8dfb65eb626ba2a765ed8d42eb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3807255</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0h1zs4CTlU9D2QtgPxptUD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cantautor</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10765">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a91902cfc25ac18f983163587bb428c39f1fb6a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dick Hyman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lounge', 'moog', 'ragtime', 'space age pop', 'stride']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3116</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RRGjsMRTbm0kqvZcFplZT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lounge</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/412">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215320</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sTFGCigAQIUiEy8wSSQNF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5888a70808c6f03b88ba87dac25065f6ab090057</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Granger Smith</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'outlaw country', 'red dirt', 'redneck', 'texas country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10034">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'cowpunk', 'power pop', 'pub rock', 'roots rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason &amp; The Scorchers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6633</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b64d3693415ea7897b426c66871c4b321c4a11e0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mvFRE3xP0zlD7UslNKjfI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1833">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1830</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UVEFaiFaIUuRTMkDZkZIm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bc992d3372deee08990333a5fe2233c8b01b3f3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hollywood Session Group</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2449">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Tobin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EvRNpzBThmcwE94F4nokW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3460">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loudon Wainwright III</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3loACRmkzdtOMNJEaB6j8L</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ee46e8f1a882f5106402df51cdbee65715cea3c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37650</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6197">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55af5e67a788b6b2da7b2a6b23611a5401927495</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Village Stompers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">052sD9jNgGqNAKlYmCAiD8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1534</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2959">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nielson &amp; Pearson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47tJI3B6xj6qglwGW6DG4d</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1482">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7M8EwIpyu0mZ9oA8sqcsWj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poke and Tone</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5364">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4k77aJhMCHMppCt9saevxb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Catalina Sevilla</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7752">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'dream pop', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'neo-synthpop', 'new rave', 'nu gaze', 'shimmer pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5juOkIIy18sFw9L30syt1Z</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Washed Out</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b7182cdd864b38693ee040a3c9670486aa2c539</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">341673</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7071">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucinda Williams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf1e592d8a70f69d8f40c3ce70d2ee8234b845d3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116906</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'folk-pop', 'heartland rock', 'lilith', 'mellow gold', 'new americana', 'outlaw country', 'rock', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60ht0hWRy1yjUDfNsLuHuP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2348">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EbIfIjVcauDatNO4vagL1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hip house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbcadface35cb35152863cf6a06c80b4b3dd9859</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sybil</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11332</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8717">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b996d6f73462db71a93f33fe63272349a58ce8c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WHoAjAWGx5qLsgzpaOk7W</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hercules &amp; Love Affair</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'dance pop', 'dance-punk', 'electronic', 'filter house', 'indietronica', 'new rave', 'nu disco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119644</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11138">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gBDxMAPy8gSBa0xkNv3Iy</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cdf6b15ce3a77b732aa6a7431d96999b4903643</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monster Music</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1096</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9147">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uG50qso5XAfxs6BeXdnld</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/789891f0f321881665e70a892a6ac957991e8003</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manuel Galbán</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1092</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10614">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JHdMI7wMEirtNqMaSazJ5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleepy Malo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efa71fbfb6f3c04aef9d033ffd7722683a349f3c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8867</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4743">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DEveX6KVzhPDqq2VRuN14</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f211005fc8114e881430b518941c5a3a044a67da</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83693</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brand New Heavies</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2502">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YdVmtVBpIrv0N6WiBzSqm</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283590</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atlantic Starr</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21ec8cfd9feaf1acf1b193e295cd80bfb1f5bce8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5672">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8142bf3e729bd28ca1fefb8161e9866d8afa9c12</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Strauss Donovan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bRwRyM2jH4EZyRP3wi16s</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/175">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9246262</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/641e39b2092b6ae9553db60699fa1f8148c2f61b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Migos</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6oMuImdp5ZcFhWP0ESe6mG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10959">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109472</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6f7dc3c16f95e6df120af205d4007f518b01e0e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iRZAbYvBqnxrbs6K25aJ7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dave Brubeck Quartet</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10634">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a873f6617ca5f55c24b749a2dea1b882f3eee2e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic blues-rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic blues-rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gXTMAnC6eDIfAZ5DHyVeL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ramatam</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">407</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5403">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddcbea0fe2e2e884be7ca24e926b7bbd085e256a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XGBZeimYdPt1rLdy0JqrQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Thorpe</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6310</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2694">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253608</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'electro', 'funk', 'minneapolis sound', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pXCjxMOBcWtvULYkFPVW6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a466ca849831c615cb179cf66b123fe8f2665a67</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The S.O.S Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8277">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3O5v1qkExBx2B6i9WTWhOE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Canadian Tenors</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22692</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/647da0024578eb2855d7576cfd54099f7ff3e055</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5640">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2c9hCQXDb2ciXrhTbhzVQi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Backtrack Professional Karaoke Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">619</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/446b6d7a2395eed5f12cacaa086234c1c25c6746</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/741">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gbGGM0E8Q1hE511psqxL0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4326f63423f49ba204dab0153216ca5b333103c8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">703943</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray J</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6958">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74789</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk', 'folk-pop', 'indie folk', 'lilith', 'new americana', 'progressive bluegrass', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Jarosz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/342628f0c44d97d2aa0e5ff913fdd0b05fa4c910</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nFBonVf7Lqaj05R0v5VGJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/506">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c35f9ead223914d15418a2e4a89106ba36772e7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1553812</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brad Paisley</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13YmWQJFwgZrd4bf5IjMY4</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/419">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wale</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67nwj3Y5sZQLl72VNUHEYE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2121286</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'gangster rap', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b1515295736fe457cc85f900da984a79a65bde4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2579">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zmLTiN3NBNCDECRbbJKkT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74617</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/001f5415ef34d57a8a1a215294b23748d441d038</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'country rock', 'electric blues', 'modern blues', 'pub rock', 'rockabilly', 'roots rock', 'southern rock', 'texas blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fabulous Thunderbirds</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11475">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LunUqJo6K99sNFMHbML69</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Woolies</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4883">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">E. Collins</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Oq59kwj30BH7o698cqJxr</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3132">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sea Level</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VqsPf2lM6ulJ5fjCJquyP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4942</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern rock', 'yacht rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76ac8ca8524c4b5e4ac4a6dd4137eac2e8f2b394</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6957">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59af72417017985e1830cdce04a0717403325274</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iCJOi5YKh247eutgCyLFe</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'neon pop punk', 'nintendocore', 'post-screamo', 'screamo', 'trancecore']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I See Stars</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268182</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10377">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af2d2bc1b2c768e63776569235ab2574a3cc849a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88835</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie Hubbard</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'bebop', 'big band', 'contemporary jazz', 'contemporary post-bop', 'cool jazz', 'free jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz trumpet', 'latin jazz', 'soul jazz', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fTHKjepK5HWOrb2rkS5Em</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5405">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ov9t7KbQF0oz9B4JsMfV2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'classic uk pop', 'glam rock', 'power pop', 'pub rock', 'roots rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Hunter</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30bf2c1b0adfbf865a678eefee487650adf8887f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24174</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/582">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186472</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2M4eNCvV3CJUswavkhAQg2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Newton Howard</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/998e3bfa6efb8832802670a015b03b1e334dc311</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1499">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">520</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Shane Steiner</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5taaHcEgGsJTuj62xFYy6F</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19905e6b499f4b913d597c2813c20719e4940434</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10139">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12997</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69d24c36c1d8c22ad2ff8d231921a48dc3a749bf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast Recording</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43qpnCSCXefs3GzxOrWzdz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1424">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Gw3a3BkWLwsMLFbOBmo6Q</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200465</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cold</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53001c99137e302fbdb8246e07077006f0f4e537</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2622">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d64b14523c4a0a3a09879fd133b539b390256f1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232369</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Fo8TAyGJr4VmhE68QamMf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'melancholia', 'new romantic', 'new wave', 'new wave pop', 'rock', 'synthpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Talk Talk</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7513">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4stSxe6AbpXw3x7nRDsYVX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">890453</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'regional mexican', 'regional mexican pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84a9641a9200140636f11cb52fc2026d069004df</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remmy Valenzuela</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11081">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77PPhg2y4Efayq60Xgumgj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Mandell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6170">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nashville Teens</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11939fb55d2658ab947c68131e9d1b76ba0548f7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3688</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZMLeokWf9ZKDStGUhokji</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9688">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poor Righteous Teachers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46341</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'turntablism']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1j6sK1bUYK36UNfLjdOfFy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1776c9c5e6848ec19f98497c6ced143ce52a4539</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8396">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wakey!Wakey!</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84f2c871001f21fd2268a1bbce3c66d415c9c710</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36646</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nwykPKe0s5K030p5lliIY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1680">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20ec81c529aabd81f6e29600423e9e7ce89b6c01</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">699375</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dru Hill</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1255GTUKNCLCTvH9ctD4cT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1423">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Cannon</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e297229990fb57d1fb2b99053af7f62a3e26c716</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480i0t8YiGc2aoOR6BeLAb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74843</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7544">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Powerman 5000</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281574</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5imUS9dQyCbAjUEJJ9QyWC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc6d15eae854d1ac5ebccc3955e5f943d16c4391</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9377">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Suicide Machines</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern ska punk', 'punk', 'ska', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern ska punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2dcf543aa694c3f3fac0015b76c5f198cb93c2d0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31v7ijnAMVL9V7Uzr1sFcI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52742</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7185">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fear Factory</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/707ef6817c7301774c7252b806b3c4e7a6a3feec</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'latin metal', 'metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319200</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74Hj7BmnUXyx2udrIEIKwX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5143">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KBC Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27e0fec40e11e7198de6ff3cc12e00d250c879c4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ijZqVJiWnI8EEPlhz62Pb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7884">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78nL8LitGR7vO0qp2iZF9E</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kutt Calhoun</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9f33c3ed7bdf87e08a6c9adcbb32778dd55a61f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64941</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/626">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dfafacf3875709238614ea29b291b26f8a54d30</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vVNxGBvKRQMWwI5c8KmYh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138132</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tujamo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'deep big room', 'edm', 'electro house', 'house', 'progressive electro house', 'progressive house', 'tropical house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11104">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6I46wNMNLclog2FTsGzVhJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Mayweather</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8722">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49a5c822af7ea2f7056418691321321318e5e81f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25547</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3h25qUbua6H0dcBJgDPg5c</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayman Tisdale</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9425">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Armando Trovajoli</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5577</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c00404c0848003946cb4f8d619c2aba7e037ff01</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PHOUKyz1tjA3vaDPIIVE0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'vintage italian soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2182">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hit Co.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12812</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UxjiPpWHNc2txHrYy5EF3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79fdeca23e85193556d2ba10e0ec26b31eab77f0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3042">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FdBHq8it0smMGkitcgP3e</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2290</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moon Martin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12f4ffdff008a0da63c77c1f9e101adde3add0ff</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4412">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fee6a54a0ffc02883890d33a78d4fcb4532948d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guitar Tribute Players</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AoiBjr0pSGswX96XxEgH7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15971</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2853">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis soul', 'soul', 'soul blues', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ad89c805aff0fb76b01b6b62b39e21fcd8943c3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otis Redding</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1362476</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60df5JBRRPcnSpsIMxxwQm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9790">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58282</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78867c85a637200ae4ec02b269974f1cdc3066d1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tanita Tikaram</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gTl60Ao3u7bljVnAqxPh8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/788">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9262e44f60c7095fad0971bb46aa8653fad296ed</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oBEeN6BCxEgMogzThqrPf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">653738</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big &amp; Rich</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/934">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Antoine dodson &amp; The Gregory Brothers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XaDGdczLFINLLfNQnMmIC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1931">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5121</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZN1AGPeivQaGK7lWgec7X</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65f2febdfeac6de306ffb2d80153fd34ece8506c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nuttin' Nyce</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6820">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2t2XKfWKLXpFIjFwy1K8wx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bb008b9926d05a6e9b37b2694412afd0a6c96a4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Lewis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'contemporary country', 'country', 'country road', 'modern country rock', 'post-grunge', 'redneck']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">318860</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8617">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">desi hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manj Musik</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbcf91956fe8119d9c44cef9e6442b5a337bec5c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['desi hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8529</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IVzXMMN7fFi7PXxPhXcAB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8666">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5809</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f56d1d5e388d92f8127bcdeb358625afd21772b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'idol']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristy Lee Cook</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IqyE4gAg7AhtqhNwtbIAG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7186">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'emo', 'neon pop punk', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b08e691beb89c3ddf5afe66a3b79622cf3a540de</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Never Shout Never</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">481692</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pUmXBIQtqpvdV1HAy2xYC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11505">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zi9cVUyWeAFjxEHn3bCqZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sylvie Vartan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afb32c52e92f717999c908f56f3a8eebecf54da8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23450</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'ye ye']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3269">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22782</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EL5GD53kaaVgJCHgdtdLz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdb9ccad99df360ffc1e5b0bc238bd56844a5ebf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Harley &amp; Cockney Rebel</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'glam rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6927">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pXt4sMs2oRnt528LTYgyd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186958</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hezekiah Walker</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b1f0c25e1606d5c1acbd581d529656c8d431665</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1994">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ty0xha1dbprYIUAQufkFn</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">430284</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb92c0e115364293eb7b2a76d39e89fa0b9e5eb9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'neo soul', 'new jack swing', 'philly soul', 'post-disco', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patti LaBelle</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9204">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goldfinger</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f4c14b70813fa67e5aaa7129fcf0723fe49bfe3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216525</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sVQKNtdP2NylxMgbNOJMM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'pop rock', 'post-grunge', 'punk', 'ska', 'ska punk', 'skate punk', 'socal pop punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10437">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71sDMpcZzbN4kDKnYoGT1W</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16529</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mighty Sam McClain</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59a65896604d2efb13ecf8faae2b3594601b276c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6563">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140144</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'mathcore', 'melodic metalcore', 'metalcore', 'screamo', 'technical deathcore']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2i7CQcVBh2K6uOR3CH09M1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Veil Of Maya</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f2f4a1c281061477b5d2e8521bd65cd6f99a1ab</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4454">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11104</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Diamonds</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3J16YwU6nMj1NbGi7LpZNv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d48a67ce59452f1c152181ff9487db3a88a3e745</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2323">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Plant</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OwarW4LEHnoep20ixRA0y</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'hard rock', 'mellow gold', 'progressive rock', 'rock', 'roots rock', 'symphonic rock', 'uk americana']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494183</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a29772fd3afae9ec890a860c500fa55267d8870</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10192">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/720ef3428d3175b9cfc141505d98b2b922f625b3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Girlschool</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33863</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock', 'metal', 'nwobhm', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TRtXTjjmyzK5oUGec1Gv8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7198">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qyg72RGnGdF521zMU02u9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian metalcore', 'deep melodic metalcore', 'djent', 'melodic metalcore', 'metalcore', 'nu-metalcore', 'progressive metalcore', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161914</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian metalcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1802d4cde11642e03401b85ff42778eab81455c6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Northlane</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10707">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ixg1n6oiIPI0DkldJfWOk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Steinberg</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0c31fd6a1686ebb5b899ab742d569a14dccd1b9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian comedy</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian comedy']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6214">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JhnmXfodVgNBJsRvLzX4w</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wallace Brothers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11217">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2846</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZH0dwynYrmairMfgDDw0A</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kool Mo Dee</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7c3c643de9556dad60bb93f4096c2541de23ffb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6607">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">631334</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LCD Soundsystem</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">066X20Nz7iquqkkCW6Jxy6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'dance-punk', 'electronic', 'electronic rock', 'garage rock', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'new wave']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8d0cb93fc39fdcdfab0ea7b4ea64d449cbb1aa4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2466">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'big beat', 'electronic', 'new rave', 'trip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b15522f7168ac707b0f5612d5eb3aa5f28070e8f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Underworld</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">298593</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PXHzxRDiLnjqNrRn2Xbsa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7148">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'girl group', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09euro3EMwjDLkNLF7GbA1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3b2339f50edb65d555ef96d7aa7bfb8eeeeb45f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dumblonde</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10474</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4049">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fed0afd2cb64fb316dfe9048a210450cdedecc26</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4148</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allan Sherman</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1enLi8njBlk1YlDg44MtJm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/519">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4f1283296af16a7e6bff6858179bc6e61142ec4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60297</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordan Smith</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TV0LZ3BaEun0OQEh96elP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2655">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3821030180edb5a29bb493a1f5b7425a54a895ba</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">329394</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IFXsrXBpwbIqtOUOiAa3p</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Springfield</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'australian rock', 'classic rock', 'dance rock', 'heartland rock', 'mellow gold', 'new wave pop', 'rock', 'soft rock', 'yacht rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11360">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Street</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dce4dd02a86652028effa8d711bd6c231791809b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5f1UhWDdpms1TVRoXyzelL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9594">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12407</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C3GgDh3rndpHEfsn23ffJ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty texas rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty texas rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Top Authority</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fb56f88b4960775db02e97d18a270381e6f7f30</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4488">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21659</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e84fbe3e2f843e3399fd350e6409b2a9ff3d39f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZRkCThyw6syuSOAGT7lY1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van Zant</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5896">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ella Washington</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39eb5ce4f5533c703ae806cfeb02fbd4de17fbb6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IJouZNBBYaHVRJnLXPfta</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">557</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7465">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xiBg5AwhlWtuxAJO9rO6f</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'psychobilly', 'rock-and-roll', 'rockabilly', 'swing']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48760</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Setzer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3eb34146337d8f7a99c62983e9c36dd4d575008c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7735">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67388</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'art pop', 'art rock', 'chamber pop', 'chamber psych', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'singer-songwriter', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gqsi6aBSkRMJoL9psKqMr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/beaa054e4039bef32479c8c0d3546ffa4c84e96d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Callahan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10897">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10884</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Russell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/138fb7aab425c47429e1c5c99f4b1db53ab43b55</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3M2S7bYzQt6h4KrnoihzLS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7525">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mQilAy42MqNPqUFqK4Z0o</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'progressive bluegrass']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124363</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cec998e3d9d540fdc7526e23ba0d8b164e5a179c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Umphrey's McGee</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9333">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Locksmith</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OGWDaYrjhn6v1Lq1rqrWa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'deep underground hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38488</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ff34bb7b3e7b7a8f78b65fe3be88e15e4c740c5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7531">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Price, Kelly</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">299</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RWRaWUKCily60QDVDMjBm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a9ca74febdc12a7559476e4bfdfc1ff2f4668fa</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7687">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/677676052b80931c35666be501d1f0d5c97397c9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IwlY33zbBXN7zlS9DP2Cj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119465</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'experimental', 'experimental rock', 'folk rock', 'melancholia', 'post-punk', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nico</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3871">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Petula Clark</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/379e8ceaaf1db0398e8997f44a0dacf016f39a15</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'easy listening', 'folk', 'folk rock', 'lounge', 'mellow gold', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123865</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nKqt1nbSBEq3iUXD1Xgz8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/0">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1dfbe843b0b9f54ab2e588f33e7637d2dab065a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66CXWjxzNUsdJxJ2JdwvnR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ariana Grande</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34554242</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2255">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susanna Hoffs</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith', 'new wave pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Sc4ukCRllIu02LZfHF0RL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18b98978d1177a3653fb6409ad31ea502fc9fd1c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5106</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6508">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'electropop', 'indie folk', 'indietronica', 'shimmer pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a29ff6bdbcfe36f472b05aaf5922ba515074970</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AcUPzkVWo81vumdzeLLRN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349447</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhye</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/579">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo r&amp;b</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ecd726478e7dd6d5316a78005a49213bfcc13b6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146638</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bilal</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jCbgl5Dmt3uOh8WRQfpPs</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo r&amp;b', 'neo soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5784">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57646</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fce71305ebe23822f19a5e1613b1cb224912439</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DCnwoFMqGN6eZULdcLZeL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic garage rock', 'classic rock', 'country rock', 'folk rock', 'freakbeat', 'psychedelic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quicksilver Messenger Service</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8047">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Muppets</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34711</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cartoon</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cartoon', "children's music", 'movie tunes']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0czJqnJDu3vWrLHmsbLunu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79d3a36cb2f11c95f24242f7a1042162a924604d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8326">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be43b4cc9d89190783db35af9ae346343888044b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City Lights</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bUBytTbsYzDBKS9oD29Ot</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16434</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1609">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f99bcd8e485dd70b705df02c2ac2442bebfda0e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k0IBR0lU42s2GYpNX7kA9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">717998</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian McKnight</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7868">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'britpop', 'dance-punk', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'permanent wave', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tpXaFf2F55E7kVJON4j4G</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Rebel Motorcycle Club</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350681</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a894da31627e0491be4f1ae6303ed3738cb1a226</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9422">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mo B. Dick</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new orleans rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">621cwk4Vknl61CX8WbABek</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new orleans rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7680</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cbe93eaa7173a8bde050f50a667e47063b1a215d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8756">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheri Dennis</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15U1prrFKwSBJamlMNuVW5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33842</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11c669dac60d38b7cdaf5d9aade26ace4249ff37</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/315">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c2f800b8c6c0d8a71de42ca88cd92375bc4d6e9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1110745</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dID9zgn0OV0Y8ud7Mh2tS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dustin Lynch</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/714">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SIw8nXWjvAKeb6Dhh85cz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ddedb94a675e9dad065da95c0e5e535937d93d1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Dew</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8157</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1968">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/036f67c9cc67d4a3b1d7c47129523e1a5c72e608</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'turntablism']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Group Home</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48elQHSJ3DmffHQpf89jxX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45963</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/227">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0adc1fd8ec4edd60a110b53ce3e1d2f264ac32a0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PARTYNEXTDOOR</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HPaUgqeutzr3jx5a9WyDV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'toronto rap', 'trap music', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1933249</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3055">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'motown', 'quiet storm']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qI4LTzMRpTxRzMZPvv2C6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62756</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peaches &amp; Herb</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e21f76c0f422879a0f63d270a85ece383d18cdb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8032">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78020d4163afe94703a7da1c939a8266cb715650</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37670</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zacardi Cortez</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1e5OohAPdgqCeMq3eegvqp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2619">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">591149</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2m62cc253Xvd9qYQ8d2X3d</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'mellow gold', 'progressive rock', 'rock', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e90d18b7375a0e78340d23f72822646c4cc3b70</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Alan Parsons Project</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6054">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andre Kostelanetz &amp; His Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0O834tNw0PiiuYgj24yq0b</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">910</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d2a033844ee40e2b7f31304f97534c3a1fe4351</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2597">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35879</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe0fff4a9d704f4922cb868372cbe828f324170e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'philly indie', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hooters</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uhvDINTTiD0XBrP9fquN1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7217">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Our Last Night</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">501024</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00YTqRClk82aMchQQpYMd5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df7f1894f5a213f964a6a7f8a61881907632f420</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pop punk', 'post-screamo', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6773">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">519325</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HZr7Fs2VfV1PYHIwo8Ylc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suicide Silence</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a2741625693ac9f88c50ca5abeb2b3c3c1c261a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/286">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5F1aoppMtU3OMiltO8ymJ2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8f69e48f7ae80c6247fda3bf03d6155ae0d7282</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hugh Jackman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">435354</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11123">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01TUWWKEQpT1J1SyHSKYkR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cool Sensation</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/888890475d99876dd1ba53491916c7e95484fd8a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5413">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85e6362e4ffaad29bb662e171f9541660e3f00b4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Fmd2bMwPvN4CmfaIXRflR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faith Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4575">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">748</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20N6dS0vq9kMWXUqEkFrBA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Curry</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d236c43a337ff5c7b09acbb8cea51ea28095bf4f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4314">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country dawn', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KAwb5D0KanI575XxOucMt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34117</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edens Edge</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d4d31e8108483e6b9428f6d1c6a668d67fd5d03</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7697">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33826</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l5JD2LJPnIoVeco82Tk4q</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Huey Mack</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep underground hip hop', 'indie pop rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63714dbcb9d4c00f5ccd11d3871fe70d4a8c395e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep underground hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4990">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17328</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brazilian Lounge Project</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">397f86EukZ0rjnR5FWq0HQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/808f9c88e9b1db8e9ef794fad83791f2bbccee48</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1462">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'turntablism']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VX0o9LDIVmKIgpnwdJpOJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erick Sermon</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86335</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8107fe69a057a15b6cac8251ffa37c54d59124c7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3165">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'rock', 'southern rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FITmSxIMsk6TfulFiCIIz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ram Jam</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61483</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/200552fdf350c8d8e007a1fb53dc2f5e6d3df53d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/672">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9910b6669a3994136df66bc47556bf5fc39231c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33873</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hayley Williams</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Rx1JKzBrSzoKQtmbVmBnM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10284">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lIG8lqWxus7LqThGUXMa1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed9f85c32de430b5d0298de4d30b57277b666bb5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26332</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bernadette Peters</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10329">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40aecd496eff1df1d42a25d31859641e824517c0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mkcYaXUbJUs5mJointuzB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94437</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Wakeman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2653">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18097</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1485892b2ceaf4e5ec47f03a5f34cee9475d3790</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">479Yp6DvyXoIaCssAxB4QR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murray Head</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/269">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kesha</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9850e19166a96525f8204b9ff57f09c0a8a0ce99</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'pop', 'pop rap', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LqNN22kT3074XbTVUrhzX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4790861</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3022">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">synthpop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1590</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4f0bcd72274fb2aedd3c600a234365e8cafef54</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZYjW9vY2BTk1er3xomkwI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4925">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uyHxAA4AYAK9pakrZ2O4A</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Franklyn Grant</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4499">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b715744a1833195134dc21bd976684d2b1290662</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73721</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lFOyLUXnV2Emuus9X8xpA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3854">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Jackson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64wglyu5BoOzwMXYjtAbfS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul', 'rhythm and blues', 'southern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7931</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/812befeca5f4f5c06778d282f37843e8ca14e980</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1240">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooklynn</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GrVVlog2emXt8qBhJYclT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca81b7325d3b2824a43337995b96aa505ea039a5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7385">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hYtANQYrE6pd2PbtEyTIy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1289200</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1d6ac31792e0a83f3e36037342ea117b9537cc3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Tigres Del Norte</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8196">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american choir', 'lds']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/875fdd9c245529c25e7587932bf498ee6d41697f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56724</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american choir</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mormon Tabernacle Choir</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2duo4NJtUrLaI38trK0hht</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2780">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4urvwbid7NFoVes5PTx9lV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1f9a4ff6c693967c17fbe9e06c3f86d68c6bf49</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Carey</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4396</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11215">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zKsvltQ1BdHBmzqsX5xtM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2291</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shaka Khan</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10352">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Gerhardt</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">892</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KYTOaijsJq1rL0PC43LcQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2677a8b2d26b1c0c2a5b7c1cc11288c369bad9b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8517">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74b6ffada96c3adc42c9ddfc4c4b456d895feeb9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cAGUcRbwsFHwKbJv8FT4T</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'garage pop', 'garage psych', 'garage punk', 'garage rock', 'indie garage rock', 'indie punk', 'indie rock', 'lo-fi', 'memphis indie', 'modern rock', 'noise pop', 'noise rock', 'punk', 'punk blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44363</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Reatard</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2551">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eight Seconds</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NyWh5meFjg89p4dkCvDdJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">842</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a09bf62e211f6eb3678ca3410c711a6cd3e9cfb8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2016">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120cCFsKuYyGeIQaOMs0DV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5782</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Conscious Daughters</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9874e9c93936c9c48bd1571c6ebdd3892b1f20a3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7861">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250537</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e30ffa1b0abce432e9598f2f7746fe65ac22b9c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mad Season</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'blues-rock', 'grunge', 'nu metal', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0T7JQxpy1Li93vLNirbv0Z</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6209">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f290ff9e1ffd143865b7dcb9d334b5cd70e8055</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Enchanters</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jIEuh0p5MfwmNR1PWRT6Z</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11168">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gidea Park</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RdfeBB100TWHLzkOyuGui</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f0002bd018c08b4c3f13616fb7051eb43f5263e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7992">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Deacon</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baltimore indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66773</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baltimore indie', 'freak folk', 'indie pop', 'indietronica', 'noise pop', 'noise rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04745b3de3a68264a8eb5b65b13819aaf3a05eac</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z3IWpvwOvoaWodujHw7xh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4755">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul', 'southern soul blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21135</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uNIqBDEjqAZsnadd8sSNT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85f91ff313c03649025c7ee727ec027046315b8f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peggy Scott-Adams</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6538">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231629</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc2b5f4a4647574b3fe9045c20571ba1f7d7e30b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mandisa</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YPElKYjOD1sofFCtLdYj3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6461">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blackberry Smoke</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9aff8cf5faf23b41d0752dfd3cd3388eec7ac5dc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148573</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5P1oS9DUTPEqcrmXDmX4p8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5132">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OFpmma3V9yxT5XXgytGns</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4236</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lone Justice</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'cowpunk', 'heartland rock', 'roots rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/050470f4bc667b76dfc89394260dc22f7fdfa9c5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6670">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365725</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Gizzard &amp; The Lizard Wizard</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XYvaoDGE0VmRt83Jss9Sn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian indie', 'australian psych', 'neo-psychedelic']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fba91b2387aa27b1781af47395d1384b0724ce6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3292">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ly64YnenXb6YiMVsW4lAL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Toms Empire</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39754ba83d6b7dec7811ae343deed69f7de3d758</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10454">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Hillage</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d9c143490ffaf87faf022a65e7662c6c581a8fc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'space rock', 'symphonic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14669</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ruO9Y424Hf796fUGMLKcC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1973">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oeEffQL602t5EapJRTdxS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucas</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">874</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39d8bcf126b0162d82a3ca6ccf43f6460a474366</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1802">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'miami bass']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16596</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07ab33599f379e0d99cd9c03a021561fa1b8174a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LthCv77K8NqLKr8B6266a</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freak Nasty</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11096">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C4zTmHRkm3XRJSex4vTiZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68e18f8811fcf57eeac2f1c638b0e01bd34ad720</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Griffin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1205</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9287">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e599f52f4fa4fc1b4d503ccfc9e5739056129b80</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">808447</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'indie rock', 'modern rock', 'neo mellow', 'pop rock', 'rock', 'welsh rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21UJ7PRWb3Etgsu99f8yo8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stereophonics</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3683">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lovelites</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55izsTrkzLJ9KYKynnBmc0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1565</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9679">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lt6zm42eGWzljf80v152L</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4374f15c7a3fe90a9b04bee36bd39a1f966ee826</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ottmar Liebert + Luna Negra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5878</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco', 'flamenco guitar', 'rumba']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8702">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e93086d375144874fcc3846d08ef1ab50da5ea1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZGRgVoNjg3cq7PFORAn2V</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sky Eats Airplane</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16295</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'nintendocore', 'progressive post-hardcore', 'screamo', 'trancecore']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7721">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FxuPrpa8phaP3Xn73emhT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'deep new americana', 'folk-pop', 'indie folk', 'jam band', 'modern blues', 'new americana', 'progressive bluegrass', 'roots rock', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wood Brothers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0997e6351ea44695dcbbcd82af61435e975fa0e8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125012</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4067">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36b793a0e2f06ca9bd7d86f2fa56e67ad81aa08b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Whitcomb</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">353</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GYdSOyUNp70L6kXepVAzJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6312">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1253154</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RM</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2auC28zjQyVTsiZKNgPRGs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d66b32499247dd7a9077ee12e1b68c26c074a6c0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-hop', 'k-pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9648">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6futYSDVulYR2PktBjTB5W</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Daddy Kane</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a00659b168ab52f7d60f257b39572f47e6ff9e8f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239071</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2339">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Farnham</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131414</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e5a691a3458df0b7c5c7371d673f72883d4055f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QxaPWG1POM8Ul6WwsHq4y</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5435">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c02665b6abf482588423f4d291d724e21bbea32</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melba Moore</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uMy5ZKVPBHauBYTTfCojq</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59389</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8854">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0czrRMrpOxgJbuC5YD2jlv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13163</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5912d87515f5e883c6ea50b7359bd6508a2ab68</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Showdown</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8646">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1i4xi4ramy5BPYr2Bhf6sc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201007</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['duranguense', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Montez de Durango</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duranguense</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb440c64528ba99449718642fe11788c52db155e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1765">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Hu56IprUt6GltqTkpvguI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4849df4d26ac34078d1266cc77d1ec68c021394d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24317</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Somethin' For The People</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5750">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NJNrQsYpA1L4nUrTDizc6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">306</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fortunes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29ad4f00a852c277e45ee5c0a17333119f3c316e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3900">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fprDBeCKrHSz3TZDiML9a</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Orbison</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3118">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eEsIl4wosvhuWI0mfXxAF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'motown']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rare Earth</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fcd3960d8b3b9685952ffd30c7c6899d8e3aaee</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68090</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7742">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pixie', 'pop emo', 'screamo', 'slayer']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eyes Set To Kill</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149364</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7omnn7IRrrxdMwSwchVxNP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3e5fbfd68422fc0fec2a6dd604917ca988c3106</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1441">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7E1r06wbRiF2soZtFoc62z</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6749</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a19283700a6d0462999d939ef6df6ebbee2cd98</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8210">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zRt0sfxNnqI8gLR7d8gWt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'dark wave', 'garage rock', 'new rave']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b34aa9575cc4285700b6dbf33356333976b55d19</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143969</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">She Wants Revenge</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4726">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175899</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country gospel', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0khzcQ6PQU5a6dl1Qss3pt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorrie Morgan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/463b91de449a01f34b462ddda33c1323f938f443</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1817">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0254db261eadea36a4d07ff9fb8ad860ebe8ae77</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Waters</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41033</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'diva house', 'hip house', 'vocal house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sd9Q3r0Jhqpe3w9WVuG43</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8682">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136909</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Academy Is...</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jwm6OBdUY5xzFiFIPhMHu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/566bb9fee235601e08a026fb84193610b68e578a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/821">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'folk-pop', 'neo mellow', 'pop', 'pop rock', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b907bdadb452c37654d528e945c933c36c66555a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aZyMrc4doVtZyKNilOmwu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1597809</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colbie Caillat</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8078">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v6wlK6GCKVovWMbPqSHNy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197817</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'christian rock', 'pixie', 'pop emo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fireflight</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b7ee7a90617bb94ed11f53f7f2638b78b7d2cb8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8483">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89887</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fall of Troy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mathcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mathcore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fuQrhMRYMtoO9uOlFad4P</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddb1e0838523307d04fc5243614c4bdf29c1e115</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/406">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brett Eldredge</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">957411</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qSX3s5pJnAlSsgsCne8Cz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f072aa3efa1ec27c6b1dec37d5c161c442dbb3d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7216">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mewithoutYou</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/525c008c1cdb26c1decda40d1f5319001547e403</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88173</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3D4qYDvoPn5cQxtBm4oseo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'indie folk', 'indie rock', 'modern rock', 'philly indie', 'screamo', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3174">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'post-disco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pFsfSCmKyG28Cyj5QMIFY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3610583aa70e26064427d28ef697fecbef92716</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carrie Lucas</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2292</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9328">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mYFgEjpQT4IKOrjOUKyXu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/709fbfbdc988b8e3c6011a64fa0d3117d41b1bb8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71662</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wheatus</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6046">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2meCldH9KV1ehJBoluZZag</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38a143254321ec8d492c6b9b6d159b8d6184bf41</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rationals</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2148</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10294">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MtaGjp33oMpAQ702qK4Rj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">533</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9d4b78e89928283402e774493e02ccf23ede308</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Photoglo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/364">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e1a0ac507aba697f5562bd772ca1d411cbb31dc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2000309</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0a1gHP0HAqALbEyxaD5Ngn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rascal Flatts</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8813">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Click Five</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'neo mellow', 'neon pop punk', 'pixie', 'pop emo', 'pop punk', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01lz5VBfkMFDteSA9pKJuP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129943</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91a8ed07a93bda12047370631501e8138a56ba79</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1046">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13473817</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80920b4fc80b6d970e2934eb8abe27014fc60632</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qm84nBOXUEQ2vnTfUTTFC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guns N' Roses</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8221">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juanita Bynum</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7s6c1gQXQCakbFxmgKAQDV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66519</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5a6f919a97d977567d7df83c8db07b01bb993ea</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5062">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">360</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yn1iFMHMsUWzNt0Pdweih</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank Shocklee</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1750">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f48fbdbdb7891d93959fa39c4bc65e94c489401d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meredith Brooks</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QmLFuIDtNDmmJY3OtvinN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47318</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1157">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">748323</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Red Jumpsuit Apparatus</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SImpQO0GbjRgvlwCcCtFo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'pop rock', 'post-grunge', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11aef7255cf47edcf64cf8562fd10a1800e9bf1a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/502">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46GXASE9LHzyssNqKOInUu</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dawin</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37d897f54842ea02789a8eecc5714742d316da7a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196305</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10293">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NgCfChOEOQpDXmoxPgomF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greg Barnhill</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/652b6607c3715d852461c19497809a6e6478b694</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/429">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trouble</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65297</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68f71524d5e00408c175f51478c79e80fa6be7b1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0701LAQrkY5Il5vt06uNnC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'atl trap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9006">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/269e9d2eaee9bac50faac29bdba8a0573b40a02a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4364</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UUCW8mTsouClJtN0wZDsi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1521">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55d09a18240d8ffbc868a633e1aed8b1f728dadf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">855</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kyle Daniel</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sMZfMdtizSlYjtZgQFXaz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8991">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9955404afd8e84e3715022a242569aa20e31ccfe</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop nacional']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seakret</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tRBlIPvgIrWAJc93ppbag</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop nacional</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2590</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/868">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0902a589bc58d44234dead157d392c3ed459c51</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reeve Carney</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7230</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qDUWeBzKcDnh15yhYBf2U</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8850">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">!!!</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electronic', 'filter house', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'nu disco', 'sacramento indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8aa56fbcabbb9ff38fe9b218fdce38d039c2d667</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mmehjf7eHA10uHMisZGJg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97262</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6304">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da55600215487d97db25c44fed51a7f9fd50dd6d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zgG1GPDvjaBgxeQaVXI14</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">693273</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All That Remains</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'melodic metalcore', 'metalcore', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/489">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'deep southern trap', 'dirty south rap', 'gangster rap', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pimp C</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dc3aa21b257e9d81b6d80ca6f14f23a4c082b49</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7v9bFXCdSMA2o3gS4nvp0F</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">473458</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10000">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ritchie Valens</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Y9xEAGW4GwGJgbiI6W85P</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240039</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0797b7eeb72ffd9760fa5a026641d14b3fd547a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rock-and-roll', 'rockabilly']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1992">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/150c178ec9f4f20d342b9e9559df545b287e323a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CxwOBCoGSvWxfDgNoa1Nv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11411</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lady Of Rage</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8742">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56272</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phantom Planet</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58820dcd07f8293a84730681697e7510597968eb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LsTFjEB1IIrh7IlTxs1GY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/662">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1481796</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e110fc5cc102bb5b2ce0d14a9e0590336eb0bf9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AWOLNATION</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la indie', 'modern alternative rock', 'modern rock', 'rock', 'stomp pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4njdEjTnLfcGImKZu1iSrz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7891">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flux Pavilion</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9931da0aaf0b8288ebb66a479a524546c8028621</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7muzHifhMdnfN1xncRLOqk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">583482</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'brostep', 'dubstep', 'edm', 'electro house', 'electronic trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2352">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'sleaze rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38be85e1a7bec745b422558ccb41dccb9c9e61b9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kix</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45KpBChrKYWhTlU6N57ofu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107712</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7114">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51910</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EL VY</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daf8fa1f9159d424dcaad7e7c1719e82e27d0e21</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zsR0Nsw8G2KuzKSdmosPI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8324">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1306811</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues', 'blues-rock', 'classic rock', 'electric blues', 'instrumental rock', 'modern blues', 'rock', 'texas blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1de60c936683320769a1bfb6fba7f75902859085</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stevie Ray Vaughan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fsDcuclIe8ZiBD5P787K1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4498">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fake']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fake</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KXl5HWsumpwsbKX2QdVFB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Tribute Tracks</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cef128400ea1f3fc3e589e9739b0be5ba91848bc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7563">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zmmBJseZelpVEHj8S6Dek</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['c86', 'chillwave', 'dream pop', 'garage psych', 'indie pop', 'indie rock', 'metropopolis', 'noise pop', 'nu gaze', 'shoegaze', 'twee pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60029</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cdbaf4cd463ff237484fed3a9529200444ae27c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c86</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pains Of Being Pure At Heart</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10755">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23592</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Donovan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4ec6f9e559a0b776642f52b832a2cfa0069cea1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bnNgwp3nooah9yHAHsnR4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian pop', 'europop', 'new wave pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7199">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171154</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c7e15c6e3902230f8f7352b68bde951a23302c1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sublime With Rome</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XXrhkZKSGd3CUJQFnx5tQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4613">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47opbYEKDjXnRk9uLscp11</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/135b0569f138defcf034d88942380b066be5dd12</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250169</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yolanda Adams</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/943">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91730</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Rudolf</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e163ee09911701ed142cea17399ae08fd179442b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Chxmm4XMM87mJOHvyiUzL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9189">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Cantrell</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b77595fc5c31bded6f25938da9c2a3b10d52972b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HUFo8AH9ZILmlyKFfEMNP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105555</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'post-grunge', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8633">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scottish indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scottish indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glasvegas</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42561</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d4bbd24ed589e8d69a24cfa36915e904a7fd3bf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">478peoEkoKPsTgRiVzkvPl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6012">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Artistics</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d5ef1949e982b36bcd2d553973d35c7a04d4970</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iy394hZHUSLDMIxAnrz8x</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1619</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'northern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8339">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14113</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'country dawn', 'hollywood', 'show tunes']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32bisvV1h0yF3PeKmWI6sj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Bell Bundy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47f4d2617808f40ce2df90be076a3e83cafe900f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10049">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b9703fdd87d9d8ee328d09f5c4552e364712d5b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'hi-nrg', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210830</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wpWOzQE5TpA0dVnh5YD08</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bronski Beat</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1795">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yvette Michele</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2906</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f974b533e7e8d2d8fc85e368848b1b0c5d60512a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ph9AkswS5rY4Y0pVrYoSZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7301">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca9cb9ca4fbe595558addb1eac4813274bef9a2a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Jl8u1U1GtBlwocZK5LWZv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JJ Grey &amp; Mofro</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87101</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'modern blues', 'modern blues rock', 'new americana', 'roots rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2864">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12d4iIvTOk7JkI6ecvc3ca</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f1aa8c7a019ce247a3fef06a44a68241861b085</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Charlie Daniels Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283179</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'country', 'country rock', 'nashville sound', 'outlaw country', 'rock', 'southern rock', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9409">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45418dLjuA5zzq4AcAEM2w</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac04be6005b1b08f0d9c4a92cc2b2de7914b7530</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fames Orchestra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/220">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TnOYISbd1XYRBk9myaseg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7167897</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin', 'miami hip hop', 'pop', 'pop rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pitbull</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89863fff0d540475d6fd25e7435138a4e5bd7216</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1328">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7guDJrEfX3qb6FEbdPA5qi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c59faacbed7aa770266bad048660810eca204108</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3699663</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stevie Wonder</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'quiet storm', 'soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8362">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Cordell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6bc3f785c29bc13001af22ced7a0fe97761f383</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ntqo8zDgmZifnDWgLkWRu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1209">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Simone Sello</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XIz7IxyzmIDhPozB24Uzw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8181">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trey Parker</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NnoRcD3WkqC9aouHyE8YY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c51d8a70dd2b2d5154c2909993828ac8792b65</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4329</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8879">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b4ea035c847b7740077f07969c751c88e44dda1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1354642</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SUT1jjM5hzZj9TLfLZGIP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tego Calderon</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9871">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KGqHVetCqZiKRRgjrUBdq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian McCulloch</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34cf50b033a99613bb4f2650bf194f186be2d353</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6689</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6992">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9435da44e64b1250d20fafa94234aa1131479f3a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sawyer Fredericks</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58097</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GaRKzVcjJv5cIL8CmRAHn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5770">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Winter</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49d41e640134e0247ee9f6cce849bc36395273bd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ODUxmFxJSyvGiimNhMHbO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'hard rock', 'modern blues', 'rock', 'texas blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252457</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4732">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XLFzYr4Kb82ElbPxZ0Y1c</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Abraham Laboriel, Sr. (Courtesy of Integrity Music)</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3256">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhythm Heritage</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZGlJUO9hdjZEvl710OpVX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">599</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31558b49d1cf6dea25dc894e25b535550543e4de</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6121">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BJzJBd10CEwmXWPJo0wBv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vejtables</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10851">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TW0zQlLgQTrEojpjJ4sFx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of George M!</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9362d0b39ce120860fc6e8c470afae83b93b6421</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9148">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42qLC3FgtazA9AvaIoiP62</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ms. Dynamite</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45103</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk garage']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk garage</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9378b4d236319b5983eb3733e36109113b8c1e30</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Na06f67d90595492cb08cde9476d19976">
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/followers"/>
+    <rdf:rest rdf:nodeID="N9ed0f94e73554675b89e9dc642aa0c43"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1089">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a668bc3f083377ca8889e9f8273c752e0342c4e0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G-Unit</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">966139</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6evKD5JWJON3qPBJtUEmtY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11266">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic russian rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/859d41318700099c5909cf32bbd8ff39692ec206</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic russian rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lsP48pYd6v6VV9Vvq9S1R</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1494</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy's Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3126">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20740732531e5d58226bc63ed5fa095a86c9b6f8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Gibb</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233366</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'country rock', 'disco', 'mellow gold', 'quiet storm', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YPqbAiLzBg5DIfsgQZ8QK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9268">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38393</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NFWb2y6S7PH2yvs5xbO2y</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sticky Fingaz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bdedfac2b4506bd8f13e9f1ed73fbd9300ee959</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1777">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">572773</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UE7nl9mha6s8z0wFQFIZ2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robyn</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'pop', 'scandipop', 'swedish electropop', 'swedish pop', 'tropical house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef9263000b485e9c0c44d435ed8a61b61242aae3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7157">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hollywood Vampires</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72126</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3k4YA0uPsWc2PuOQlJNpdH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa4e5faac66d745545b17b01580c49b0060c9f75</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard glam']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard glam</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6291">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123453</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">redneck</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PjV05LlULv9XmFu7HeAia</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9168626aea7fb5a57a30f0c3917bd46d5a10a98a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['redneck']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wheeler Walker Jr.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9863">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9012</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65e1953a1aab41e9d1c4cc20ec2807c17cbdcc6c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Desert Rose Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19FK6WGl1TLyFNsXXqTz8u</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/273">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walker Hayes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173528</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sKxqpSqbIzphAKAhrqvlf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a8300c894ce7c44da50bff16d365bde8b1d2b1e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7375">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'garage rock', 'grunge', 'stoner rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5303dbad7f98e8613862012a59be3768240d07d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134051</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Lanegan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fpXM23IoNckJ7NDAm8YJQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2939">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NkGtF0xYoFXUFDOOO2Po0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Pierce</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6529">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'portland indie', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e48bf7dad917d592606898dfbc20976338035b14</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41370</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6p6WlxIkeWH8yOYvciFfVl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Typhoon</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5311">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Hine</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06FYNfwEgXT2zTJ637VlVk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6582">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benjamin Wallfisch</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8865</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xOp0rCDPAmYqnL2UFbaDY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de123bfdcf4500ef616bea8de1eacfc53405d9f2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'deep soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5484">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/288938b40f15d866371bb20fad0217d47422193a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QgPujizVSaI2sTn1vuNQ4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lake</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">565</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7569">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damon Albarn</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bea4d7282971d96d28ec2224ed159001a77e05d7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0O98jlCaPzvsoei6U5jfEL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222179</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11428">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8824</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VPr8y4GGZJBtWyaoLdYUT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/278e37da161c598989ba866fd21d76778694d7df</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allure</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2688">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24035</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fortunes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'nederpop', 'rock-and-roll']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GpIeE34rBNFppvYsWle9c</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39c58457040228a05233076f346c28bc531cd794</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7559">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196175</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'reggae rock', 'roots reggae', 'west coast reggae']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jgZFR40bWjwOrRCOZFB02</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tribal Seeds</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da843f72b3299ced01572e359fb098652ea80aee</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9389">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43218</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/735d78046c8fb50062bb4e09eba48442b1f5c9c9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'southern hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FRqPHyW2wAumuNpD7XY5v</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10480">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Goodman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0n5eyZr2XjOLUODPGZrlLB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'outlaw country', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9445</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f86815ead4905fd3c4996c3b42652511502d465</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4729">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk-pop', 'lilith', 'new wave pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2287</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4947254eba5b32c85d3c9abad430b1f85839b6e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Abra Moore</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Nfj9qeKS8OmfFmOA6K6K2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9636">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christmas product</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2130</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/034d15ddbfb7c0a8dce76941f17bb31096bc08ba</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ksOTbTmiFS9vEIpXN9tXb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jingle Cats</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christmas product']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8404">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc1b92f38c5a561fbd8f52707137667f939d11d2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Expendables</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139693</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OpHxx1SArSMlBrIMM0aV9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3284">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Statler Brothers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb80bd63d8d6d986cc66292affea75e8bc07cd2f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PSWc8Y94zFsAtZlTe7ipI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88001</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3589">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeannie C. Riley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25034</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MIwMeYV8vmgQFbbRiJTp2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2bc09eb649e9e96035c0aea38380b9a8f14cc73</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9150">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4159ecbca8b2f0a4bc50a0c879db6f45df407d6a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xPnixQ29yHHVu8yBnuyO1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['show tunes']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7144</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Eder</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">show tunes</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9738">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8686b493d6e97948d19d30b8e6bcc4aafcdb08d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3698</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tyf3H4sgUqM5DxTUXe6Sg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Free Style</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5884">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jo Jo Benson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46Yrouayl80hwogcVO1WZN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8121">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d71b165979a2989b58e7058ae03027bd01b68f6d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Zaa</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82055</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KfBKoozFugeT1PBkz33xl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'latin', 'latin pop', 'ranchera', 'tropical']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1868">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c4fef95bea8f6640730eb53ee1f48a5fac4b14b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zgBwOoVIZBiNd3wIrKnhS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ernie Isley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">614</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8856">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166966</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'modern blues', 'modern blues rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Wayne Shepherd</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1riHqX633Kup3mJAw8WR8p</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22f9fa7c3d820ec190b60c1332932a1278c4076c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1673">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">244609</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91e596f44efa630bb9489dc57c2aa571e2a3b095</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Total</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'hip pop', 'neo soul', 'new jack swing', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1urjDGTd4iBze91Z1W1gu7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/530">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hgRzsQGjlm1zifNoigyB9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roman GianArthur</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8346ac26edb6d8745dcd69849816e15658c6e3c4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13541</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3934">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ec2feb33ed02ee90b03f5926dbc788b8a4d6e03</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Miller</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RP2UpEaRzkF0Id3JigqD8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88117</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3020">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sugarhill Gang</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84503403de5be5f9805fca3e31535d65a4087ae8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'funk', 'hip hop', 'hip house', 'new jersey rap', 'old school hip hop', 'rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150455</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zliF6Q946WznVk3ZMYhZX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/546">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brantley Gilbert</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1b40745e2e28761d1f2b6129368d3b0ccbcc41f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1637395</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q8HGNo0BjLWaTAhRtbwxa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10095">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/915785acff9803c33342b3c48fb11f03e2508f41</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">325</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WK3Lm6qpI1jAJerFAeFve</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3693">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1061</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8ffcbaa4dcc9ce3abc4de6fcc2728657dcab7c8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BdNzKPyPDOhHdFhvwytQt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.B. Greaves</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6759">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136589</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ece1518d91c3ec579c31b8fea609225d049ccb2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BKzvAPtNXnt0LwzGvKOH3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Watson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2471">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20025</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dH5I8Q7HhXu74cBXkP0LD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrick Swayze</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2206">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/baf868deb6e3944db2717194bbdd9016e48f3de2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363466</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance rock', 'dream pop', 'gothic rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'punk', 'rock', 'uk post-punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n65zfwYIj5kKEtNgxUlWb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Siouxsie and the Banshees</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8461">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl in red</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef264f663439ca62743543ea2414dbf1240c98f6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bedroom pop', 'norwegian indie', 'pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uwAm6vQy7kWPS2bciKWx9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bedroom pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331341</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9819">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Texas Tornados</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Z3KO9HRnuLNx4gwGByB1t</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22637</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e77d3a3d0ed32b2c8b8721d86d110110573579c7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8248">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Gillespie</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14541</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb69c738b51344f62ddfdce8533291170678641a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5B2GfbXgossZt9SE08Iqn6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7182">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'latin metal', 'metal', 'nu metal', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310967</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soulfly</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6159IBm5gLPwG4BcJXseXc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53611fc44b5329a92f020ac649a8227a6216b0d3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11269">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big D</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a2TTT8yA6ffsrAyNRUoGg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6031">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa3aa11f7cf2240f8e3152a97642ef3068636a5f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Fisher</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'deep adult standards', 'easy listening']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bHSJldq5J4lYowHOm9OOX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14688</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8571">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AZ, Freeway</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lNFhLb3iZBY2jALESih7l</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/669c4db2ba630d540264a2a2fc22351283a03aac</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8695">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120204</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'art pop', 'art rock', 'chamber pop', 'chamber psych', 'dance rock', 'dance-punk', 'dream pop', 'electronic', 'experimental', 'experimental pop', 'experimental rock', 'folk-pop', 'fourth world', 'freak folk', 'indie pop', 'indie rock', 'lo-fi', 'neo-psychedelic', 'new rave', 'new wave', 'noise pop', 'post-punk', 'singer-songwriter', 'slow core', 'trip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Rj0tDHoX7C5NFq5DKIpHt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd29776e84f1e23b9d5229faf541e8a45d2098e8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stereolab</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8712">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116792</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'reggae rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff37ea6fb5571c6236640d5f125746c1b7ecb767</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G. Love &amp; Special Sauce</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74fkl73HDlCXw0l6cemB89</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6048">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2682693951d179e22ca7e8b00e53a90b21ef0ab</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EDmNcX1KekoIAq1RUYK4F</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herbie Mann with Tamiko Jones</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8089">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrice O'Neal</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fc94564d9acc24586e3ccc970dc58e67e33b3ee</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QbGBnY8qUpzqAhGPKJmF2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14941</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5892">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooklyn Bridge</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1161</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56ddI2AjByeSuOtUyWeGUc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54d9ef85a274bebf799d539a26fbb862cecf2d6f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9002">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3B2SslswSLTG4QvUCE5UtL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Romeo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6102</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfe249c2144278150c7575dd6353c4aca54acbfe</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9823">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZM2MAAydv9t5hF3wOhqZd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Indecent Obsession</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a657817373f1c398dfaf1a2ffc2fa5723433bf4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2797</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8834">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IO0GVa1xjkFMXsg66FiE9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42027</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lumidee</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/276e9729fd56484b931ec4432e7c4341701d0d5f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1148">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1201378</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fec248b91f6ba2e0422be663862876e99f0aa5d7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5spEJXLwD1sKUdC2bnOHPg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bone Thugs-N-Harmony</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4309">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/628a1dc4980f506e16266dda9f73e6ef201d950d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hip Hop Beats</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13622</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18CgXERtYfAn0GMXOU6ekW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10158">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Cast Of Cats</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GodOwdueIpde87YPBkis3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9547b7e8a35108c8499389686803d7c299d18e0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10824</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3396">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Maytals</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28614</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eHPmq8aR8X4TZIMvrD9Bo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'rock steady', 'ska', 'ska revival']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32c209a763ced7ad9952ca999d2bbd1cb0139918</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4104">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b7e973d853d1cb2c6bc6372e501ad37c52a3229</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c9ivsDITvYJmYqbtF02FT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Ross</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1593</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2919">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08be14366ed6de947358d9dc0b574aaf36640db7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Vaughn</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19502</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'ballroom', 'easy listening', 'lounge', 'space age pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZzOIAEw7joAghyA80c6D0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1060">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fda537ebfb38465c12ab68d4be40449dfe78964</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HOyRMAssUnc48tVmI4b0z</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superpower</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1570">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1209</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Ayres</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ql3HGIJWxuEjDpDkXfduq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/472">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c52d6c4414892e4eebe6ae7a3d3d441f7728139b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Pwc4xIPtQLFEnJriah9YJ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo mellow', 'piano rock', 'pop', 'pop rap', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8287987</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OneRepublic</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1205">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyrese</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f04066d41d1d3abd78fa0b955fd5d004e2211db</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1190182</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08p7B5OtcUuVblvkQIlBhJ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'pop rap', 'quiet storm', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7302">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35190</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PxqJghOAEvatt0scJvili</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mathcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab6676d79cf9d34dc92a87de6182aebc46eb2ba2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mathcore', 'miami metal', 'post-doom metal', 'post-hardcore', 'post-metal', 'sludge metal', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Torche</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7567">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35744</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Q45nhioxaxZTDjR0iaMWp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thi'sl</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92ebe3068afe19f444454f028370ff580c66476f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap', 'gospel rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6438">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d72bb5487e51ad4e3bf8a29c8cd681fb87a1ee8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147795</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aoy0R8uP3x33eqKZOLpN1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lincoln Brewster</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6671">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Blood</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32edab67a5aaa296a2e8bc76cd59e6e49f351f4f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2S5hlvw4CMtMGswFtfdK15</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">864316</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brighton indie</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brighton indie', 'garage rock', 'modern blues rock', 'modern hard rock', 'modern rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10636">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bagpipe', 'operatic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bagpipe</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QtPvWkKXNZ5NJ4KRaKWql</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40fbc318227dbfdf897721ee0604d066554aac24</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Royal Scots Dragoon Guards</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12259</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2572">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aS6jYh7ysTL1ZUsHneNgM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191588</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ea2bb74aaf41c33bfeec2a7ee1a28c706d59ba6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Berlin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10237">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'southern rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">205</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Joe Brown</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10PV4aHw3eUpGAPIEvdkh8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66164188929e167f0e65713e320b27adbbe0ef80</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1483">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v0jNVxRKCvjwXIU2SuqKo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cory Rooney</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1968</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7506">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JVShmAauuaq861DoM5rP6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5502be11cd9af8b9fd3b7b12ecb9cb1a70f6454e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22011</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'post-post-hardcore', 'post-screamo', 'screamo', 'trancecore']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dead Rabbitts</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2232">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ba3e4b47ee189c442b908d5df2d2d488260726c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Astley</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'disco', 'europop', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gxyHStUsqpMadRV0Di1Qt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">429664</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7827">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c25994b0beba4f38e1ae37c975b2a39f273cda4a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dark Tranquillity</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176588</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['death metal', 'gothenburg metal', 'gothic metal', 'groove metal', 'melodic death metal', 'metal', 'power metal', 'progressive metal', 'swedish death metal', 'swedish metal', 'viking metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">death metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EHvXKnNz78jkAVgTQLQ5O</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7504">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gtaVMrNBTAFtlzYTeHNua</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tessanne Chin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16398</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98b4b7c8dbcf30c8878adc69e7959d935c2f2b2b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5161">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian alternative rock', 'australian rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Models</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2k0zkxxRvJKwiHQq5QfjYn</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22093</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba8bdcdb6bfcad2c072ea6ecaadd984a646490ff</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9131">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'gospel rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17442</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PnUytjwfexMb295xYEDbi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ad4251d068f2afedc07805fb01d4e46f207c64c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cross Movement</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6856">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ad66cc8ef58ee0299d084627c755eda2e3929be</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Brown</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aA592KWirLsnfb5ulGWvU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">435478</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'detroit hip hop', 'escape room', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6394">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Years &amp; Years</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'gauze pop', 'pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a445dec27434045ae435c15dba76457f6f4f24c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vBSrE1xujD2FXYRarbAXc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1108655</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10196">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc284592d0b3e3de0aaefaee1a9648c2ecf83140</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HO6dUh3pea34OKnmsmjQx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Strouse</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">839</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3514">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CxLP749mup3ncPrXgCnvU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139495</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Humble Pie</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe8c25b3f5a72047ad6a71632219a9e3ca05d2f4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'hard rock', 'psychedelic rock', 'rock', 'roots rock', 'southern rock', 'symphonic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1831">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'freestyle', 'minneapolis sound', 'new jack swing', 'new wave pop', 'post-disco', 'quiet storm', 'urban contemporary', 'vocal house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf08c4c218b7ccef621591ddfd12644a5b4feac4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71aKjsWKYqASAffyIQaocZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jody Watley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126811</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5957">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0e5uhMvtMrJXG3iWGyAV2h</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3e33dd823a41343ae5427693b08abd52351d05a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Foxx</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3689">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35415</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe4e94221fafa312a187a8bf43141b697282cc6f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HnHBbeScFiQKXt3sUQA3Z</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eydie Gormé</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bolero']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5398">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3d3177e3a30fee2c4d43fb52a0e13348d1d24a3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bg Studios</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HLByq7TtHlSVzGbErEliC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11212">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DghgxF3jV3G5xfcTpZpKr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8945c157bb5e720eef434320bc863938431f7b34</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tribute</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6938</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Re Beatles</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tribute']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3609">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08xBftDfAD7CMC51uxUuZF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The First National Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63f94cb8ed154e0c0ac10a4a9b5b21842a17a94d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11145">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep motown</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gXMKWbaoOBxvxAMz9Zbg4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep motown']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7131fca540786c5dd4bc3876ebd80062d7d86bfc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holland-Dozier</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4278">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Firm Handshake</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FNefsUIddQsI81cmIJhta</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1885</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99c2b2bec12d6edc70e54f3caed873cb4bc3d2ee</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9841">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">633</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L2vuM5wm4MKNamijOhNv8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04d09900dfef8a24e8ccc4b94d553d0355b4c88f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benedictine Monks of Silos</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4817">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47PW7jNEh3qCVQWq4rsrmP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tammy Lucas</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6797">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonobo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cmWgDlu9CwTgxPhf403hb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'electronic', 'indietronica', 'jazztronica', 'ninja', 'nu jazz', 'trip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9980345ee1032ec9318626639e01246a39883f32</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">916256</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4343">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Xx6QMLTWppMwdABkN0Afj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48521</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">piano cover</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['piano cover']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9035380d399d6ae37400365664257fd2cdec83d1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Piano Tribute Players</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10220">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c0cce355ec01e68a96ef2d8969c7d9c9108c5de</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Gatlin &amp; The Gatlin Brothers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KzlJXg6A3NVSCkRjecKnS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23372</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6863">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">746404</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6229cdad0dcf94a6c9b2041adabd44e0b993a299</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'neo mellow', 'pop', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex &amp; Sierra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58MLl9nC29IXbE4nEtuoP2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11470">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Hancock</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28b9dde37bb7102e5502949491120f100e73a817</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nSVuGIChFcZhRC9kVbypu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3423">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58397</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cb6ff32e1fba0126e3051010e6e9be64539f2f1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Price</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sAg1HZePcFfhrs0G8A8OP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2242">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cartouche</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1268</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5be432ffb440b578d02edc0638b6325ace0bb2e9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mNWpcb1QSjKiajhbsYKF0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10973">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">oratory</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Fitzgerald Kennedy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['oratory']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LKBHeiU0MEmnDwLQZoViH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cb610634c336432ebd9405305f476252d332ae2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7076">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lissie</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3j4FHbC5zwmYGJ7r0ZgaMt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fd48191d6d7bab350ea48a87a5e428f4bb3e966</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149545</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5730">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OnXD5goBmO1NgeuXJfeUB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82cd4bfaa8b13b62e410516d0a7929912f7e8a64</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glenn Makos Quartet</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6569">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CFCsEqKrCyvAFKOATQHiW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian hip hop', 'christian music', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/967f5a6b56aacea389a3170b183603932fb3eb40</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lecrae</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">777063</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4900">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G62DWLrirhPFrzRQGQrHF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1c287e36c1ae6d8ae3eece89bcb02b51a07c1ee</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6252</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paperboy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5176">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Firm</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13372</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10fcb8f667ff35352d3bea69eaf7bb462cae5732</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rPZAvpw9ObVO3HFGWSHwt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7010">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dDkI5AhrJqZuft1mVefDJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RDEYEGIRL</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d56a28a1f735fca8d164cde5e7cdb58e1d00a87</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2891</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9750">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142566</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap', 'turntablism']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4toEjJSZu1rbfX2hfVdZFA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06a4bfd6a93f6c2d9d2ed679c8ed9c1b507cbc1e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boogie Down Productions</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4687">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">470w7UGZqtPK7cAHSwMJRK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tami Davis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9469">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pmNqFu71wEmFXSsYAiWK8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35929c0e987d7e4f787af1bd08877c6b03afd68f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Makaveli</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">615325</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7300">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143878</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Airborne Toxic Event</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbd9f183036a27e4a8cb42ed762e2a3bdcd5c909</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie rock', 'la indie', 'metropopolis', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xovAENFxmyEWhzbnHsB3Z</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/739">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swedish House Mafia</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2908846</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07f22733e0285e6ba9e746c5a0d5be4e92f9f46d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'pop', 'progressive electro house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1h6Cn3P4NGzXbaXidqURXs</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6269">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/236a6080f08ac0002a206e089bdb854782856782</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GF1B0GIaFrLFLdfH6ufRO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'motown', 'northern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8808</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Exciters</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7380">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'louvor', 'southern gospel']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80478</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pjLiK5qb4Zr0PWRNkdd2o</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gaither Vocal Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cc8d37b0c241da75e44569ca0710741b46763b6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/707">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1040</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56xTxG4nQMAs1GW9kvn0uA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f919dd392c9ce49952804ed40c2226c01f65985</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wanz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7615">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XTyy46AbpxIhvs38nQekJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental funk', 'jazz electric bass']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40ecb09dabd489df523a4ef75d9cc38972134150</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nathan East</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13685</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5373">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28f7a81fb1b48aed0842616a0e51957306c7772a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7p1G13q6CeIPXLf7yhPN9e</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Turley Richards</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">220</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6083">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outsider</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">942</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70Hyp1IGyZ3Tgy7fXDiJdb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outsider', 'space age pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79895767c4de6fcf074fd1aea23ff141c1061713</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mrs. Miller</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8059">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65949</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'blues-rock', 'country rock', 'folk', 'folk rock', 'jam band', 'modern blues', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Levon Helm</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PWHsS9haruM3AEebZuGs9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33f481aff69c0f092be3bddc667f3fbdfaf29ba7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6333">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eiIIImNeUj3vpaocWqoOf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'doom metal', 'drone metal', 'groove metal', 'post-doom metal', 'post-metal', 'psychedelic doom', 'sludge metal', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">High On Fire</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91336</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/921675f06b945cadcc108521d5fb497eadb1cc2b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9229">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark trap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4G1zP5i0r57g1c1CxrPhfM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de5c8f014429b631cd8a50ce1507885cbe52a4a3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63984</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark trap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ZillaKami</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/638">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199464</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tkwiWhGKSuQV8LwPWceWN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cab67f17c56d18c79fbb4a09dbe08be61e7c8893</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Craig Campbell</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/607">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.I.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OBJLual30L7gRl5UkeRcT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2952088</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eae4a88e33baad4b4ce4605aa074c45766e94d09</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/862">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5c79f7fd7c5ed11b629ac5a3a2a912a897787a3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gbmX8SsfjEjxDMzBi1ZOL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">751977</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Jonas</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5582">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QofWX3mJY36lk37mPhxOg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Banzaii</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7869">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74056</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a68acab86504e79174239e4cf84b8a219ae111b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yDbenrXWhaQij3SCpsXe7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'electronic rock', 'industrial metal', 'industrial rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">How To Destroy Angels</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4175">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KDM8MTvoxHhMp6jy8208w</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d93ad2b84fc2b6d1853d6b3e88de2703d2d8e204</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna King</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4263">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">396884</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0fce729f1e9d142965fd62fad420befc37f4ae8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'post-teen pop', 'show tunes']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16rJDrSGCHMXjPUuKwQcvp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lea Michele</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10716">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">316077</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pO5VjZ4wOHCMBXOvbMISG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'latin classical', 'mpb']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25438d99922a46a53792e1496b31159ad386806a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Antônio Carlos Jobim</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8236">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian indie', 'christian music', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75153</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0alRw2BasYQZdFSJLfLbIY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawn McDonald</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce0015eeca5fccd20ca6a87d7b76447da98b881c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5450">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rena Scott</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f61e7b39327b9d43f64379fa8acfcce4de9132f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul-jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vsVs8UXV2sPQbM2srINLc</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul-jazz</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7895">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LdZNE5MHGqvc0N9ivXNF3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indietronica</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f501b161322aae088b9e6a755aef45640326b242</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indietronica', 'metropopolis', 'welsh indie', 'welsh rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Joy Formidable</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92993</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/280">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sCbFbEjbYepqswM1vWjjs</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zendaya</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2366730</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fba29219867535aaed72b65c2cb363040cb98103</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7452">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Imogen Heap</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cc8b118f32aa914342ffefa3efa5274bdfeaf83</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293143</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Xb4ezwoAQC4516kI89nWz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">etherpop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['etherpop', 'folk-pop', 'lilith', 'metropopolis']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5082">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/656ed8c6f90af07675928fb7eb38eb5e0620df2e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5U1hvFSd8ETk1fuLsI6kZp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Karaoke Universe</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2719">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16214</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39afGThIZjTTMH5enuLXYI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feed5b857bbd4b6df76473bb293c09a4540b281b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Icicle Works</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1453">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xa21BSAfiPMn6IREtiOcy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spliff Starr</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3065">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f84e7625d63a1849ad26523f2ee1c67175a41ee0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whitey Morgan and the 78's</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'new americana', 'outlaw country', 'red dirt', 'roots americana', 'roots rock', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bGK38Qvf603fcckzUYYui</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48105</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9080">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16HCiYXoNdjZDdKPaH03b8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3533</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ca7ec90fbb363dde76ce8cc1f7925c81542729d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bravehearts</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7557">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JNF6YOUi69O4zAdwQVGLY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killer Be Killed</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdb28d2272d18643719d6a66c2f646b7e611fbdd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41045</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2017">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'turntablism']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72e55ffac50a3ebbe62e5b43e6a6e20bd327df7f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yN6bq26wynQcRuPkBYTDb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93430</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Moon</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3257">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">438JBZR1AR0l04AzcYW9gy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7e934c915976e7dd75c8030fdff62729cb42068</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harold Melvin &amp; The Blue Notes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225136</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10450">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Letta Mbulu</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'afropop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9879</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a031e1b5edadcfd49c6ccdddaa82b485cf9045b9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iwwcDXXToUdUoDYP70EA0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/379">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ltzsmQQbmdoHHbLZ4ZN25</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'new americana', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">564420</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lord Huron</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/797a28ffc2b183aca3f31afd2b4cb71a26b8286c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4644">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zqEYsRZulYfpQhLRXn163</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manny Marroquin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7779">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'modern blues', 'modern blues rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Randolph &amp; The Family Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40761224796839de1e4922c8873f24e419140532</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38433</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xac3zhHlBm5QDxbZeqgeR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7985">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jens Lekman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4cc792909d8d26342ef567cdc9e9095d0d8f862</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tzI4rSFTHafjF18ZrNZWx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66284</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'gothenburg indie', 'indie folk', 'indie pop', 'swedish indie pop', 'swedish singer-songwriter', 'twee pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7281">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32d9c125e89ace7a8ea058bc29a199c69325e007</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Are Harlot</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Gf3bDVBECfT7UCU3XcvlD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34318</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5818">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d22e2aad2e3c5ff925d93c32c397fc991fcac19</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Burrows And The Hit Squad</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fl7ia3BhShoiPwgUAv594</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8743">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ed84e5aef94289fbd0430ed196831e64243475c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38810</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'heartland rock', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James McMurtry</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52BKc9OtCbQstAAPTIvLGH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1485">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Tymers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'new orleans rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290196</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jWGfUCFeTu5e0wprRhHXR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76d18e99dd8cbca80c1fb5431fe5645d5fc23d92</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3631">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'classic rock', 'folk rock', 'hard rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed1f30ed69dc1c5a6b7f649d2e14b06fb021c683</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cdvlbCYf4WoBdy89RWkNS</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173589</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iron Butterfly</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5585">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">355</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GA9fykGa5V3ONWHzKpzwE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van McCoy &amp; The Soul City Symphony</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8785">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/821b8ead76764cbec31908330c1b12b2c1bdf982</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Tyson and the Whiskey Pilots</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aN9XBJKq90HpHpbIpV5WQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2012">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B-Legit</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nltEpEZtqZD1v4YJLlaZI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84337</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88be6d698151bfc3ea8a1013149a1c8517ea7cc6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8043">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194871</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'chamber pop', 'folk-pop', 'melancholia', 'piano rock', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PfBzriIMRsCXPDtSy9vg8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb7e60e7d888353a61c32faaf12aa4de306e4a1f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rufus Wainwright</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6119">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electric blues', 'modern blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janiva Magness</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electric blues</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3igRFmvurYBLvQ4aYliwXg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10773</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/595d4a42422633dc8710b4d82b8c1fa12eb1f08e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6221">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c2bdc1d83d32e927c568d2b2bda1674d3a7c37d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9067</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VWX6ZalDVTp1KMGN6JDSl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop', 'vintage swedish pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Siw Malmkvist</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10409">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66ql71jWhtEZXYKcCT611I</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Controllers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e693175c99ce19c0de44a7f111648f6d154bb67d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8143">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oh, Sleeper</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/deb60b21bde94da89233034084d1eaf923c5c415</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HMsQNXUa0je3yG5REHkQ7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66628</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6688">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0db25ef14fa1a8dd6c8c7ef2abb480445ff27b9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4S4kD5NBlgaq4YLBQSEMyY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mali Music</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112864</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4318">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4USFzlJddHfaZpNeXN0JPn</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9081</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Future Hit Makers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d382f80a810770048aa63f79c20228ffc784460</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10426">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british brass band</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48BymVaReLd1fvMqvsBeaW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71a1fe48b72d23b784e7c2b728a8d8baafef2e89</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Parkes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british brass band']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/712">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M0DLz8te9Q1lNIXBBwvfG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">481398</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfddb43870ce59cf445c0915da6c6ae31c1e157b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karmin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4595">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jWzNq3sdzSpqn7BnzvIKn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Memphis Bleek</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149972</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccbc1fd7d1884d1a868cb33fc082fb82558833e4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/959">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b79e726737e03aa62806383570740bf911318b30</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1418</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WjcdSKSTiNtfM4uQDIPDm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Artists for Haiti</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/680">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eli Young Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">512751</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'heartland rock', 'modern country rock', 'outlaw country', 'texas country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eKWqnckwdIlSnjaYgIyxv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2587196d36a3cc4ab96621c7a737b612bf882106</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10058">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5433</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hOZLmKpSs0uaKbGeiWSf9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cobra Man</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c8f8ef09866a7f37a1388ef770087776025aed7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9675">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warner Bros Studio Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">677</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19ccb75545d5b90de28383043b808a4c9d21f4ad</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EbinS1YtBsvp7WKgVuV1p</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1703">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cutfather &amp; Joe</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Tg1uyto2LrwltY2TQHia2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1322">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e27da2eb1a209c1c3cbadc7611c7c8de3702d0d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blaine Larsen</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77BL4malNaiSH99GMNvOka</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16283</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3419">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock', 'sunshine pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18216407835383852eb52af362eba25b9a4aed38</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jJN1nmKXzRjodMl1THQeI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Looking Glass</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30979</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7282">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58af1d85b5a74c74f1ee3d0da651ae3261a4e395</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oqk73d6vKVx8Ekz4onThW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Grand</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20832</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4223">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e33fb36faba425743b0011435c1cb1a92bb3908</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oLi2IQ3ZGq4ZKL49bpHPE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andres Espinosa</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7502">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">488341</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7u160I5qtBYZTQMLEIJmyz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Borgore</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b175ac2fd4cde0c6fe6eedece610ee53a1f0600</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'brostep', 'dubstep', 'edm', 'electro house', 'electronic trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11092">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2h2FqvvwcvOp54SHprpSPO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Humphrey</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/235">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53KwLdlmrlCelAZMaLVZqU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b', 'indietronica', 'uk alternative pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Blake</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">882490</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f610393d27956d90e8bdac11e0975c971187b5b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2290">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'dance rock', 'disco', 'europop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe3b4a1cf19d63a030ffc7d7437201b38a0c6e72</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">373084</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Young</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rqU9HQ57NYGBnBzbrY3a4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1830">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LJ9G2mHQIu6z4NFvg5EhJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeffrey Daniels</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6469">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37900</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f65aae154d80aa549467a7380da737edaaebe47</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'contemporary country', 'country pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashley McBryde</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371jpyGdoChzUASOIG2ECV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/211">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3E6xrwgnVfYCrCs0ePERDz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin', 'latin hip hop', 'latin pop', 'pop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4810249</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ed4915a8a47802032c060a5178bfd97acde6528</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wisin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/929">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">468728</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tKXB9uuebKE34yowVaU3C</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iyaz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07be68a6b678e0307e38303186ddbc6816f250af</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rap', 'post-teen pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6496">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247754</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">591yCCsZCLXvaJ0Rg38vLZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Senses Fail</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d93f764b23cfdf83e58f2f8bd7d53b1f17bc2093</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/983">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Green Day</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oPftvlwr6VrsViSDV7fJY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['permanent wave', 'pop punk', 'punk', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6a3f82183adb83b6e47cb22afc25724b241d038</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">permanent wave</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9342885</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/115">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joyner Lucas</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston hip hop', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6C1ohJrd5VydigQtaGy5Wa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">841591</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/994fdbaf1eff70a1263ec509bc857e73450871e1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5714">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danyel Gerard</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2358</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18wc7xvm8Ti7rqoLtf6jIU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd53189c7f5d56e23fe3c4a4ce250440a726846c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4917">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a338d40bf37101a99db75fd65be75f5767ff3b8a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41vTbWnX2HzE7adssEER9I</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alpha Team</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3893">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62cd501bcd8bbb021e2e9890e4b51ae38135ac8e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3X3DHASP1G1waqVoEDWMHr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31342</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lyrics Born</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'turntablism']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/499">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13804786</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'pop', 'post-teen pop', 'talent show']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">One Direction</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bb443424a1ad71603c43d67f5af1a04da6bb3c8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AK6F7OLvEQ5QYCBNiQWHq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4815">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36036</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wc And The Maad Circle</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'west coast rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BNJSSIoivoAWGlyRb6nhq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d273e8e435b0c21657812fac2f709623c532c89e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10208">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of 'Camp Rock 2'</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iQHkms1GjFd7pjSHqs68B</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccfcda5ce562091b2d18cd09e30f479960bf3c57</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55127</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6495">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YTe4dNIoWX3iHX8H4xVeM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk rock', 'jam band', 'roots rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9952d9da3fb6256101c5b7c9b2ca113076a72f34</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72631</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Garcia Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1782">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Lawrence</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c71aaaa5fa2e8a9b6213a0ec45c21d53792faf3b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4d7h2InTvZxOd2JC3EBDLe</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5040">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12203</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/277a981041ba13e8ff032a114ac9327d69dea9fc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german hard rock', 'glam metal', 'hard rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LbJq0qQ5XCk2ocAPfRxJz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german hard rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">McAuley Schenker Group</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1938">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Neville</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57ALvbCBaCkNlgTOSiUPdT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61395</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90e0b8ea30e238a1bf6d9852b23bc792870a976c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11213">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec7f0c31002ed6edc1f2ee108ce04e51b4fb861c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yOdayq37KJYPbcC6m3DS8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Electric Chillout Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4904">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a22b84ecff2b3480a1588a9a2fa889f5ba06395f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NVNbP5qYO9vHhOPGGuPJV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Williams</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3852</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/309">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rihanna</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33554047</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pKCCKE2ajJHZ9KAiaK11H</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fc2f537d678d701d7d143a8fd4f0c2f29fbde22</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2529">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48067</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f7ChwXkRvmj2ViLbEQwYK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mondo Rock</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dac8995961937dfe25dcfb6cdc9aac7c3ee8fac0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1881">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e0f6040969942d9e8432a5e6bc1eb152902bbcd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joan Osborne</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89609</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0djV4iaxhNfYWpH60ia85o</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/250">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7be5ff4179351749766dd88dad735a8b3562f46b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">325429</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bqxdqvUtPWZri43cKHac8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MAX</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'indie poptimism', 'pop', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/976">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soshy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">717</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c97a63a34b00da981d37393d5c937fc301ac35b5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LXdHdzVmQV1GJE0EUxjFp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1369">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3930</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47c515405730429ffd833ea06926f84d198e409d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UKa8gyuwzx5arpY8kf9XK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kimberley Locke</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6588">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29a88409aec10891d6cd6648f53ee8db30591525</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">521968</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64mPnRMMeudAet0E62ypkx</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'comic', 'funk metal', 'funk rock', 'hard rock', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Primus</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1468">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VJqy1YyzrK4ZhgGs9cNTy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angie Martinez</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6798</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a35fedd6ccaef4d0d955ea4c7ff05c8f73af37f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9496">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KnIBNJz25ik5sGjtvYFEi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42571</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ef7d65c80e41cf6529fe405ea41d8d038347504</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy', 'west coast rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ant Banks</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9102">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zane</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25ktaHYGJADkZKne81IUkx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2317913e862b7bf34fbcc5b907ff5f3eb55a93b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6276">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0T9qvoaKvS10jwngQlUXDD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f37f65f6b19da16134336510eb8e4850c245175</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Secrets</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7974">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35967</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'freak folk', 'indie pop', 'indie rock', 'modern rock', 'noise pop', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Menomena</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">676oR6vRgfSzaBibbPhLhH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5348e7def69251e21a98767f1474ee3abd7bdc9f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8299">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0S4zLQlUn398bugWd6Inmq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d73a0a76189c5cd8be598a797095bd07518840fe</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91309</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Group 1 Crew</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian hip hop', 'christian music', 'christian pop', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4752">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz cubano', 'latin jazz', 'mambo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30Mx3ZadPgGZTcs38FvYP8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz cubano</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24501</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad1f83b02c6659589b2d48744ead75bfd44489b4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paquito D'Rivera</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7949">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1030135</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YbOSxo85kla7RID8ugnW3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'regional mexican']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/266b5317ee648c7fb240e3a6d7122979e4c9811f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Temerarios</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4434">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gnarls Barkley</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'neo soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03e8855382d21e1cbf8172c03001ab8847889f38</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289704</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SbkVQYYzlw1kte75QIabH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1693">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f070ac89152fcd23f90c1351295d8cc64d54cb2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'lilith', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">414849</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SHQUMAmEK5KmuSb0aDvsn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hole</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4863">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ODQJS4mk7rVBJXjdqByX6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'permanent wave', 'pop rock', 'post-grunge', 'roots rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43519</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cracker</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b2f767067f78fbde8ced6509bb9fb286a221f81</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6861">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch metal', 'gothic metal', 'gothic symphonic metal', 'neo classical metal', 'power metal', 'progressive metal', 'symphonic metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HA5aLY3jJV7eimXWkRBBp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">454983</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Epica</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22936316d0d94fe018f81d59969ee555a8b55bc3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6202">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58f613380dcf3180ac312add843a4666bf461e55</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ikti72e24GFKzTNdtpnoX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otis Blackwell</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1200</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9903">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deon Estus</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">768</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d619734fcb895f8ebff93514c86821a916af62fa</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lF7ijiwzLAl63VslViL1u</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/893">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cataracs</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7C64wNX3howEFZjAYRKsfP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86425</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dffdd5bcd7f3fe8d2f135886a288f9c435a98afa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2850">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RjASYHtvjwfozjzrvxgwM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Elgartand His Orchestra</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11272">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jabba</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TL5LD7Gqmo99xssJEbQpA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/259">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3220260</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler, The Creator</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V8LLVI7PbaPR0K2TGSxFF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe839f5bd121774e64f377b5eead237c69a01711</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1769">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124564</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89d0cebae2b709b51c1a6165816efa4c0e80eb7e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EJWNhiYbOyeUHbsS7Kp1P</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sneaker Pimps</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic', 'trip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4070">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3f121mss4A4LwR25ErGzP0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['merseybeat']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dakotas</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1049</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c49936d201bcf3fb36dadef2a29845121823e309</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">merseybeat</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/995">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'nu metal', 'pop rock', 'post-grunge', 'rap rock', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e1ecca8c64abce46d504284424b6e910fc0f40</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Creed</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1541414</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43sZBwHjahUvgbx1WNIkIz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/910">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Jackson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mxWe1mtYIYfP040G38yvS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43fdc2605725f488299398758ffb2c46e6ee7d38</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1043799</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7826">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tricky</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hhA8TKRNryM8FNzqCqdDO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250314</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'big beat', 'electronic', 'ninja', 'nu jazz', 'trip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/378f45e633086d7548ed0bc39696699f7f632768</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11336">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23d23a399e3fd326f0a13bf13b4d92fb73c28176</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The True Star</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12309</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57AREOiP4hZMvh5fMQS5KY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5961">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manny Kellem and His Orchestra</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4558X8UitdSN8aNHiF1Q99</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18b785a91a9374d1f760160a3bab9d6b28671fb9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11511">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lapadat</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63ad084abf31bc86e89442e1634826244bfb40c7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3n36dQutJmGtlSEKSnYoaD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4391</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5396">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6e04953e8baf3c8d2a7c4bb1256739f3404c909</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qnQ9FTCRBKDsUMgyuhXQ8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherie and Marie Currie</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7751">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">714osTgzZrkyf3SGjggpfY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">North Mississippi Allstars</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50969</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'funk', 'jam band', 'modern blues', 'modern blues rock', 'roots rock', 'southern rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ab4ca44fecd0587f5fcfb84b2cf3656d86abe77</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1337">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d41008a8274e878d45d90bfbe3d9325e5b5bc09</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Velvet Revolver</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'hard rock', 'nu metal', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CHilrn81OdYjkh4uSVnYM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721847</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5139">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KKKmiLXA3G7jxCarYjo7V</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nancy Martinez</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b398b565995445c0e84d993b68ef60f09c56c59f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2309</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8346">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8Ball &amp; MJG</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'memphis hip hop', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158123</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iUhmKPNkkPPS6FCQxqtNq</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17c53966360d2f76d0dbc24629d2fe119885041d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11315">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">So</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abb865400c598c218f846427d9a5d79a87523ea1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13xuyIbGKJ5h0IcVYTbahl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4628">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pJhCUTEZhR4nYeemYlkVz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/697e4a342f74be190b70ccc484df0cd9aa66da15</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'miami hip hop', 'southern hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JT Money</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39004</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8705">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fdddb44559c1b0f3ea41b274c039deeee1305ef</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128616</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert Hammond, Jr.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'garage rock', 'indie pop', 'indie rock', 'modern rock', 'punk blues', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Li0eIWeMeWcOOWpImcG9H</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8645">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ws3s6lSP4Un8kQf8CrAta</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Tedeschi</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80848</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44c74bd4d1d68ce6522f49c829624ec5245ff564</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/62">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">907125</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d1053864017a0a52f0d492ebf1ac79f1a016f28</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lauren Daigle</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40LHVA5BTQp9RxHOQ9JPYj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian music', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/295">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6extd4B6hl8VTmnlhpl2bY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">484473</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Huncho Jack</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/396f6aebbee070b7ac03ca422fbd0913b4b8de45</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4122">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronny &amp; The Daytonas</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2205</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RPvz5Xb4n2NKXD4GYH0yn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'surf music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80425949a549fe482514e4edfb696879277cad78</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/436">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afro dancehall</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278896</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WizKid</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afro dancehall', 'afropop', 'azonto', 'nigerian hip hop', 'nigerian pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f6d533c87f94497644e0195ffb5d908e95928d2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tVQdUvClmAT7URs9V3rsp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/425">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1241683</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e93b68d4622143cb48860fbd6ba8fab4ac67a23a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iri9nBFs9e4wN7PLIetAw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gnash</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6816">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gR0gsQYfi6joyO1dlp76N</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58d9c87c082d3af6f8ea8dc7ac44dd3823280b45</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justice</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">805734</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electro house', 'electronic', 'filter house', 'indietronica', 'new rave']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5635">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wpM6z8MnyFw23Alz5p2jJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c5380c7092a216b019fa1d0785c97b08d4b0f02</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1869</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Creative Source</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9865">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1724</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ov9J4cvkh5R58vs0fJPhk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f5e092cf68b91cbc6b51873ace4257e5f01e0d3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Entouch</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8082">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bce2d840ae6fa228f81129eba24d3139bd56291a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyrone Wells</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zeCSgiRyezbfLiGOpKAsR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67819</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'indiecoustica', 'neo mellow', 'pop rock', 'viral pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7171">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'anti-folk', 'art pop', 'chamber pop', 'chillwave', 'dream pop', 'experimental rock', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'preverb', 'singer-songwriter', 'slow core', 'stomp and holler', 'vancouver indie']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Destroyer</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0351840ca930766c1a965ef6de9a94737623b4ea</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98972</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22ojy4H4ZVpowC4lRRC8In</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/718">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1md9aYaJ6Qt1FHypXICB5V</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop', 'talent show', 'teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15aa5d4192fdf66f4617fb06eab14443f38d5c4f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247991</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emblem3</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2733">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fca0036643a04b35f1fbeb02233fc411a289fb5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'dutch prog', 'dutch rock', 'nederpop', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Golden Earring</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96541</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iTlOqIrZy8DlvCPJY2sjS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2651">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shannon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dIR1EJMfIsotcsUrQYLOw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/addaea3f1fcb2d1407c87db1cb68dde94b3b9df5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9700">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andre de Ridder</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d03574c101234d252de6ff4b00d5b2fa119b525</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">465</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pNP4idjNnhPXDLi0Jz12R</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/374">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e13826450a1e0453ec521e12e11b02bc01a93f9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4f9iBmdUOhQWeP7dcAn1pf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rag'n'Bone Man</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1038974</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2729">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6905f3f435baf571c3cfdf09c2d93fe79f331fa2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cLCoFmTc8zHOP26agi4dC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josie Cotton</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1418</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4608">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tRRrNLQY5rejEDVSjy4w3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debelah Morgan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2880</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60340e8b4851a24102ded188e328f3a1db6758cf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4793">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dakke dak']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dakke dak</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">670</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90bff41b345147e918fcbfb70b899da6e05b1bba</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelde</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L4Dstc4Xh8TCefGSiHGyv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10860">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73ce15cedb66322660f9d0dce1b0ce3051d8a2b2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KeBTUNfHkbNpbmSuFtVR0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Roe</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1130</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4033">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Kidd &amp; The Pirates</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52y1cRHUkI0kQqIXCg6JuZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8573188b124111f25751ad91f9e8c02700f25e2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11051</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8656">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alacranes Musical</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271683</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20e7f7793bc83fc4ce8d210faca83d8d37781117</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aZtzjAzD8fq3OhZ9egqda</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2666">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f93363a42998f6a6259b85b135893c0fc8278f0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DvdryKH4O95ZnsUZJKXpt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208866</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maze</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'motown', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9838">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/966bcc5915b3d16cc59cc24a17d7e496d3e4ad8f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julia Fordham</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iCwkCRUEPkbSNyTVPKxf2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10311</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10842">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ukRxzaJiJLe6khkJeIHOn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'soundtrack']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4410</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d28f6f562d5b221d29794b50a151148250b2b51</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martin Phipps</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7757">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AzzsLSrHV9darZnK3RSDN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Woe, Is Me</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82b7cdd637a5db14563f57ea2ff51ae6483245b2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162415</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9188">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glassjaw</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'emo', 'mathcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85093</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nt6S4klYHg4I7Q4lTSmc0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6045517ac6e5561b778e2cc89e48f05700069b11</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5369">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HfhgJuqaMgQKyxxZBFGBF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Owens</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/276">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">watt</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c85beed248b7dfe4d5301107b4c04f27666f3cf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13671</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4olE3I5QU0dvSR7LIpqTXc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5976">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Fdp70hK2NKhAcrI22XgfG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sunshine Company</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10924">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8374</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ballroom', 'easy listening', 'lounge', 'polka']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc12a40f8264ba28ed752640ae13c61fa8750bf8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GMH35k5oLCjzYpn5HbaD8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lawrence Welk</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ballroom</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9918">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0e3d7cbacf1fa3dd6c4efc0b2c847f0bc41bd89</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4063</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">euroska</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tequila &amp; The Sunrise Gang</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14NP6vwv3dCn1ckRIhVlZw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['euroska', 'german ska', 'modern ska punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3291">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UgUTRbDBLMcRCantpTWIe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Odia Coates</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/805">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80f2e66ec853cf0974a870307abc686c98be1822</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">910431</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DYAABs8rkY9VhwtENoQCz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gavin DeGraw</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6527">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BBIIH0h76KN8gYeXFcPjR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'doom metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'old school thrash', 'post-grunge', 'rap rock', 'rock', 'sludge metal', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8d547c344558b631fb27004221c18e940d1d5d9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corrosion Of Conformity</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135260</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3480">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">826</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Valerie Simpson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6b6ac4c36aacdfeb79e8873308b64ca986c76bc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Lc8gVjpJFGo4xMHE0Ax7r</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9092">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundtrack of a Summer</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nknNvBnnpdJSpH8iDIaRr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aed256d7a4fadcc7c1c678edc644b24066330d41</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10022">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zgXOMvAkGeH4zr8jALhwB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8568</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M.C. Shy-D</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ceb1341e6d95567e7b08a515210b4e58d014fcc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'miami bass']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4569">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lscFoGFjSxwpIgAA2JxER</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hip Hop DJs United</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f33e297786cf354c700b31e29a2c4565ff8d16a7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9743">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1780</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep g funk', 'dirty texas rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27XvODnKRV3mGBOGOlU3Vx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron C</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/172083c69ce87c46567bc72a7af7ab275dd06827</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep g funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1677">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1cb8ee4e43660c941b9ec21aceaf48654c5f484</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103559</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ngKsDXZAssmljeXCvEgOe</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eagle-Eye Cherry</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6718">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NKLdIo3FK8SkJIkZRkM5O</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1212</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Feek</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48fc189da05b3e82af8728724f32166d62ec397f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8942">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morningwood</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cacbe15a73eecb382fc841881a522d38295e3f1b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ydhCWsbFCpHyG2OhgO2og</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7700</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9844">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55bf296ea4493d970a9d38d3022c57b094c149e7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dianne Reeves</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nwrblOf59ulOiB6djwPVh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42251</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11265">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AAuaueEinwUKSWlxvNTDQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6aee54a9ba5c23043009656e3d97298b4c43b6bf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3019</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jojo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4998">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204534</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ceb0801ffdda966641e1e9945ed87975b7f6e4c4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'britpop', 'dance rock', 'electronic', 'madchester', 'new wave']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Happy Mondays</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339DNkQkuhHKEcHw6oK8f0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9007">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70104</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2c0qomdZabcCyqTZ5M9msd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7ab2a829395e4468c0224cd1ccb9db8d68746a0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Donnas</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'power-pop punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5759">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MMR49nJeqLAFdb2hfXNfF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seagreen</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18aeb1a3d992ba2cf66a9e7a037172e353f897b9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3105">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/479438466e004cba9488401623e33355a012bb09</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atlanta Rhythm Section</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WgyCbru4tXnMsbTmX4mFw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106486</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'southern rock', 'yacht rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1000">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20qISvAhX20dpIbOOzGK3q</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1651979</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba18d0131343ca84cb9ab0eb31f56745302bc78f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nas</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3612">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abe2f26267d3a066e64d220e802524e8a22e8c78</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liz Damon's Orient Express</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k12mG3ZbhEkBCGlBC807F</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2377">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6167</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZalUpnU8HaHSjROM92Txw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benny Mardones</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06193b688161a1d550b4e081aa667c92b1cc4b76</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5348">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'industrial rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'post-punk', 'synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196205</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Numan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61f7e840cb001a2c4643ff44b0ebd57afff597fa</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KQMtyPE8DCQNUzoNqlEsE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10110">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1llYxMO15QIcqoSAvVemno</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D-Rail</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15fa111a84d5f412cda8fac32650a675f8386663</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5545">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22312</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheech &amp; Chong</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TorzrcTerTn7l5q9LVjmt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c24e503add2fc4abaf42ab9374c1ab5294bd8513</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5905">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b866d357e8f9deb3279c81beb62d5286c44b2f0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ActPAuO0MgCVFAguGVFGf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Crawlers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4364">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bQMioo9WhAMfZ5RHwBGqi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">403</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67414ba7c529d40077ce2e2678f5a7ba19ed5160</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midday Sun</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7137">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'pixie', 'pop emo', 'screamo', 'slayer']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IEyUxk8jyEVz9Zm9H8bfg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171344</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/741d3824895eb5f7456ac3e59e51f81eb2cc5647</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Years Day</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11031">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4628ccdbe608ff39d3ed3dbd1e1db01223181ea6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FPVdxLLhlBMs8YFxUMqi1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2015 Pop Prince</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9962">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german hard rock', 'german metal', 'glam metal', 'hard rock', 'metal', 'speed metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XDeFQDarnwpR5WAfD6S0d</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71707</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warlock</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german hard rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5a131968104c3c43fef2307ab260b8ef3cac2a5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7652">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vegas indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Dragon Cartel</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oywBXuZm8zmSivAC2rV0J</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec1f1a3c2f5b2591fc9a22c9eb70e4a79fbbf7a0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5668</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vegas indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7740">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Volcano Choir</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc8b1511db745afca2bddc48cc775224244290ef</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105816</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gAtOqhriLzOzb3Qqmg5kO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'eau claire indie', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'stomp and holler', 'wisconsin indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/348">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a8476a71714e7718a41a1157c40f93abb8cc750</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Cs0zKBU1kc0i8ypK3B9ai</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19658130</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Guetta</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6681">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16AVsBqzmIZTNHd0eX8VbK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Birthday Massacre</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed41fe3c5b755fd7f1149f87cedc8ea07f4534d2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107390</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian rock', 'industrial metal', 'industrial rock', 'pixie', 'slayer', 'steampunk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3424">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Napoleon XIV</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2518</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47LaejbXqR0KTC7A8khfqS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9b796c5e3ed037850515513c85de71e826ac108</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7412">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5eb2761d01b8b599432ea5665c5d51247165f10b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AnjHMqEAps8VJdHU8RykH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-rockabilly', 'rockabilly', 'swing']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Imelda May</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-rockabilly</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108907</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3148">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">324</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7C2CwbJufEVMLvEvaadNVp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">High Inergy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3206">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ad1dbe6d75e00ddf96fac3e9b6da8436b4d6b3f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22365</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norman Connors</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54bbmw5qZiMf23TTmm6ojR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'philly soul', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10463">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tha Starz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0q7iaC5Fq3caxPoEyp3X3L</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3382">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">native american</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Redbone</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/300f8be021997fedd811bccf25a9e92f95f4d7bf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78994</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['native american']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0w7HLMvZOHatWVbAKee1zF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7662">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6L5kgEyFIlckHbMdRM2KXQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nine Lashes</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/901d841944dfd381ac11b84f03ef2943590ca4c9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93096</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock', 'gymcore', 'hard alternative', 'post-screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7194">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67858</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'miami hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73ecbc705b7f91445d48f6f0d4f71c5be70cf5c0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cvtOrIEaUrqbGmYA9Kj34</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gunplay</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1199">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gkRNHOOt7QfhhXf0rEnmj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234423</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ffba921f9db6d1bf44ae63b8a956e3a11fea234</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'skate punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2742">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483582</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9c4bea41f06c1be30efa9e06cb6e1a07f27e3f5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olivia Newton-John</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BoRxUdrcgbbq1rxJvvhg9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'australian dance', 'bubblegum pop', 'disco', 'hollywood', 'mellow gold', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9610">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">316</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05b37b542d973b2365cee76e920f6f617f05bd46</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SdpLCgg31dneVRyJoTKHb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Pritchard</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2829">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd72b50e171fb494dcbca05fe8958bcef84144d5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114509</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Chocolate</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'disco', 'motown', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72VzFto8DYvKHocaHYNWSi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2911">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestra']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75400</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestra</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MvSBMGRQJY3mRwIbJsqF1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ba932b9d7157c1232a4b8531e215fc39e557f41</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Philharmonic Orchestra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1748">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uncle Sam</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b44c44c483586b856aa21b79aee026baebdca40e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dubstep']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hs28hHY3L7zsfC44xszAj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5937</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dubstep</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/861">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4424799</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. Dre</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DPYiyq5kWVQS4RGwxzPC7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'rap', 'west coast rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83d2489cade1dadcdc533ddbcd74993d0ca6d4cb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11231">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Temprees</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RTmjg2aicwP3HFZP760BU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46110</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c29e92120e00d40e748eefb74732fffce27e567</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11467">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/918ac3e1b8b3f0d57cdfa72b30248e8f4692729e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7twNB7T3Jszx4WIQIbwM7p</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Entertainment</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6273">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8aaf92dfb2e1e9b02f2832c4c0cc8eded6f9427f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cx6ptnYRvpA3mBlvKlDAL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murry Kellum</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10322">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75427f3a52f973c252511d031f8d543569bf754d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louise Goffin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03sAQYI6xlXSc3bsFU9RCC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8012</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3410">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2M4KXzgedR4EKG4qgTeDKa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27396</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love Unlimited</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4b379147f950964e9e692a52ca34c0e4c03d484</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9883">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XTWgA3XVWe1N4qWBTNQei</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anderson Bruford Wakeman Howe</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/128207e3a66d440693b2d089de3acf52564f43e0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24480</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4476">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b30cc93ec049b311a67b37b06b4f37b557ea4c94</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Nr8EAmJ6b95ydy2o8h5vd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zoom Karaoke</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1433</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9491">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327481</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41fjoh5NjJhlDHYIUb9Hsk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sertanejo', 'sertanejo pop', 'sertanejo tradicional', 'sertanejo universitario']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trio Parada Dura</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94f15207b6e3f0cdbcbe7a568d7e67a91efcd60b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sertanejo</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8045">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/997428300c878e9467216bf6008a2a113e6e8ed4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11253</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4w1CZK8eG362JiAmpc3phZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Skiba and the Sekrets</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1460">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b05a9d1bfb856e3c55ae64cf004dfad6d338be2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Redman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">510792</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xTKLpo7UCzXSnlH7fOIoM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1928">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">578</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suga T</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d599e21185f695d363c5f7a45759d1ee105b9243</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cX9ggFy3pBFNyJOoVQCHF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2896">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk', 'post-disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3k5CKYmmh2MjzAl9Xo5tpt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Central Line</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b71bbdc927f6899c35fb9d9a9304ee04f535902</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2369</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8943">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1456WwI15Lm9CktCzkLZvm</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134379</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c00e6b6ad9aa1c4b5ccecc2b0e7a054e2ca6f1c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Gracin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/559">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-singer-songwriter</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Ezra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ysnwxxNtSgbb9t1m2Ur4j</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-singer-songwriter', 'pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f145882e808633707759012c6417264f657304be</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2537795</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6263">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b57a8c0de235f3540a09b8325e07f5e9249cd6d9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3646</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'sunshine pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xbffduk2SYqON9nXu6jLt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cookies</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11445">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abf6a54f36103ab4798b651b64d1b8d40d06f1c6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carlos Cornia</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FCIQeb4aGRHovCPTKlMDt</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9119">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1G3GtzoiNKet6AqJO4njh5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boyd Tinsley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">650</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">charlottesville indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['charlottesville indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d41cd87bf2ac7022d3de5597d9038f44a692dc7f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1617">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juvenile</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rG0AZBscc8S8q1ahIsasI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bounce</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bounce', 'crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'hip pop', 'new orleans rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531519</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b0979334be12f30b68cb95c7f9fee51133eeb33</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2436">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Carmen</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'bubblegum pop', 'disco', 'folk rock', 'mellow gold', 'new wave pop', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3df5b1eb9e7feb36230b8674626dd51d2bdc839</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ekjTXgjxbWwBX5lTAj4DU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119540</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1967">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c58efaf0e065f453b552e69299c406ea1bb4f76</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6u17YlWtW4oqFF5Hn9UU79</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Connick, Jr.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242324</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7200">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1952</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Bridwell</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cdd4532142b984ca1723d03b914139b409f5af1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Vfn70eqp3AgtiZZtQcv4W</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11267">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wSrZOe6YVo6XoKma22sdY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a089160c831ae93541beb7bc3127cb33ff90d87</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian talent show', 'eurovision', 'talent show']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dami Im</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33662</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8882">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heavens</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7136</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mXWtPjWlGjT1Cmixwq41U</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00ccc0efec36cd6beed1b6d7e20fadd7aac6d888</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7699">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139440</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34vLhockmYhf3LgznwyNaQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a2e2e15d5fd16eabb074f8ee922130331073b29</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chillwave', 'indietronica', 'metropopolis', 'shimmer pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">POLIÇA</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9072">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fE4Bf0MM6lMJpHiHniPuW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'nu metal', 'rap rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b10acb6e69308e3424f2d4a017cad2282eeb6e2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damageplan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104890</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9834">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17725</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sh4WKluS0LOsPdGPerKJ5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Babylon A.D.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d1f45b348a92e1b70a7922165b0d85f6162c235</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2889">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don McLean</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f9b9ed46c6c1f754e2ee3c2e65a3d57bf82a70d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352069</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gRNBaI4yn6wCCTvRhGWh8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8141">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WFFfBGhY0aC6MQiQ1UQi8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f8fe3a92620482c2e96b67b32924e1a940c2b45</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13782</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max Milner</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9079">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pitch Black</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">653</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13GX5Ieg1CXiDSKJIJI9iq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a61b4767caa0e58c727d4a1b6e820d4d8ff006c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7079">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brooklyn indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201294</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brooklyn indie', 'chillwave', 'dream pop', 'indie garage rock', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'modern rock', 'neo-psychedelic', 'new rave', 'noise pop', 'nu gaze', 'preverb', 'shoegaze']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cca8cccc1d9b3644bf259887ba01bb5222c188c5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OrizGCKhOrW6iDDJHN9xd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DIIV</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4282">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf307b565c69fe3861b88e1cc2178a47b1db0431</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16GcWuvvybAoaHr0NqT8Eh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1238840</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama indie', 'folk-pop', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alabama Shakes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7986">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wD2i7Mq4ue63myHCX8OPf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83ace5b9affc54ab76c5a6ece54cc5b7dce29684</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clairy Browne &amp; The Bangin' Rackettes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12739</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11310">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3k0yVV5D4nfGrCZIWvp1G0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waddy Wachtel</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5178">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c48054008d578efe5095fc51b05787e50bcf417e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Pack</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5104</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22iNiLtvlzsvUw9KDiROnl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3627">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iBuBivHItWMpdiVmLT0uB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7028ef2814990e38fee3068a199f51e60d8ed5be</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sandpipers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8145</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'easy listening']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8988">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70358</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5R7K1GezC0jy24v1R2n4x3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electroclash', 'electropop', 'new rave']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fischerspooner</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46ae3d445b55ac41558f84dc58ebe90599f80043</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4399">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Done Again</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3152aad672a19021f7a9a05aec48089b9fc9719</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GQkTwFb7D3ePIpnxwYavf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33687</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1954">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36b473514e4dd6b835cd6a77cc884e47b11edabf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Channel Live</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qik0lR9qY7eQPYAK4OUTo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19516</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7396">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22204</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e075a2a5d295ffa310020b0b08ea11f8b712a513</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tweedy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3F4PBcfdeFdmxjRPS2UdMl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/731">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195434</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RjqSn7vYk8Qb9GeLWRRhB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloriana</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4e4ccfed5ff778e54f2662928ffed711c24f6a6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8282">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">(Hed) P.E.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a24046dc0b36de9d68b88df8294a79c219f05c3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xIChbcTsuYLueN1oEsX9v</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99985</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'rap metal', 'rap rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1145">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NSuMBUj4oAk0F1IfJ6zU4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brad Arnold</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4383">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13446</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RiRre21nZFeNHcmgI5VLg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f6ba475484ce95b8a3560305e139a47d83bd607</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Country Dance Kings</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5034">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iaiJUAqAcAtcX3Rh4vWrw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larenttes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfb7bc407ea94e764b69c69d8fd70610f1177935</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6370">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['antiviral pop', 'comic']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ninja Sex Party</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247633</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">antiviral pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9f6527d697edb18541485016e06ec827bccd656</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jsyANBBy6gOZUSQhiGclx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4703">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yGeJgBflAaa1p0mfTvD4q</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6256d022c2d8191acbdb38d3cbf03db98e7d155c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fruit De La Passion</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/282">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e18d3750d8afb33c1ad045f16fa3fc7ff91fc3c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">409062</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brett Young</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fiWOxhsBsQQvFDtxUQWo0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7306">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xrCU6zdcSTsG2hLrojpmI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c5b835d83fb7451c409afba6867d069a8acf596</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'gothenburg indie', 'indie folk', 'neo mellow', 'stomp and holler', 'swedish indie pop', 'swedish singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">José González</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">728327</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6160">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">465</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b70a4c90dfaf245b6d72b3f7775831dab61df43</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gVvCzqQy5epTJcFNwWJ37</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jewel Akens</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4168">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30207</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23abf79989bd0bf1028d9f18d341484e6bbead55</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xM0Rz2FbjZevoVLVJUgEQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Big Pink</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8199">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adelitas Way</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZjAT2nTrzDIXFfsQ2hWJk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190282</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d4c3a211b9131e7a0553da161255100c7683572</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'gymcore', 'nu metal', 'post-grunge', 'post-screamo', 'rap rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6162">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Clarke</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1340</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14f03ad9d35927c4eea8d15da5e75abf990062d0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WGJeKhqVQnItDnS67kbGC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3429">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tw3wmGmRXSWP9GqsnvY7B</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Incredible Bongo Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental funk', 'rare groove']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b8b4b2095832a1352c550abe9be8476d042e3f2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19178</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10916">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Hello, Dolly!</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xD3Yv2g7ztP4Pg4hsImyo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c32af7be46eb2104aa12c211659d16dece0abbdf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/316">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1055844</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa18ee3aeeefb11b07c8d9169dc474d2cf7be34f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HiuzBlSW7pGDXlSFMhO2g</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Dolph</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9891">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Floor Bangas</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b72d5f1196e3bac175fc78dd9397342a7228f48</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">772</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2od0lWcBhs6G7xJo67M5qV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10252">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2g8J4iI5qyYFMVHcpMcSsS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'post-disco']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bernard Wright</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c7f4e7e80476aa439b9b9e3aa05f9093ac26edd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7760</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8251">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/059bd8faf3ee6dbf197f67b565c667aa9d1d96e8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'punk', 'skate punk', 'socal pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Social Distortion</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356532</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16nn7kCHPWIB6uK09GQCNI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/854">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cddfeee58dcec485f723a53d63f518aff41c5822</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1691053</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seether</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock', 'rock', 'south african rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6B5c4sch27tWHAGdarpPaW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7677">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RHwCqK7oe6mucuIgz62BF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f2fbe625085c02e7155e1c798fd13be39afba01</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48849</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicole C. Mullen</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7088">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382aq8Pij5V2nE2JMHMoxl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47a7c16119e898619c3bb7a95038172004348a08</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop', 'pop rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">625402</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hoodie Allen</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8305">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Krizz Kaliko / Tech N9ne</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ab0ab836f3ffb9ec25c8090a3ed6a97633c5d45</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jsd6NhIcaZVRJBWu9wW5B</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2375">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n0pe6Cx9pCNvXYkX9TTLX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24521</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Real Life</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ae992abd4685ff75b4f3286a8c1313b1b0eb88f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3676">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7t4XHvWfj0XtEB8SNFeALw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32336</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75658c412550f92a737391e179773303b429684b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Roe</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6736">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286555</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steel Panther</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3l02WF362j1oHOurzuseBv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a728b3139ad25e3c9f4c1f1280a07b18a0a1867e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'comic metal', 'glam metal', 'hard rock', 'metal', 'rock', 'sleaze rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4178">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d02d513af8098aa3d66ecdd3532467c0cb9bbee1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8453</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JSIM5U7TZym5M3Q1AFG80</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'doo-wop', 'rhythm and blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Orlons</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9967">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iEL90Ukm494pvsIFc3LJ3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boogie Boys</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">431</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c16ce01a15da90b48e257cc8bbf6e059fe2ef0bc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5190">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4n31svBA9GGIYxGxgrQaRK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382046</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Thorogood &amp; The Destroyers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/624d57ce73da2a4096f5111963966f6e41510319</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'electric blues', 'hard rock', 'heartland rock', 'mellow gold', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11128">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ballroom</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hAiThqHvch6NulBAYgdpl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zantalino and his Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec8a8b71e0bb229989ecb87dbc687ffda4c26b54</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1872</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ballroom', 'romantico']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/716">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bd11d69e0f2828d28443a2001700b0867868fff</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2451</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hLBMpnVLdS8kOLFyFlq58</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mystic</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3189">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Aj5BsUYgadIeoC759FrhE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23293</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e81d82312464373c10e0e608ff0b08eb8db8db73</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mass Production</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11042">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jazz Cocktail Party Ensemble</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CJtufqIUPvUhz6jF4jVZK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1f685367295f1aa4fcaab35c70ca27cfa00e5c7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5673">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Q68nynET81w3iLWZYEBVU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jud Strunk</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8185">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e65fbfbba3e3e341803f8f67790466b7b786680</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317761</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raphael Saadiq</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6g0Wah2YFtb1rFgKhUktlo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8443">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'electronic', 'trip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FXMGgJwohJLUSr5nVlf9X</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8bbeedb05f38ae5cb982a7daf4bf7129cca892c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Massive Attack</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1190792</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9044">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midtown</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e47da3bd5bcb23179cf7bf72c83d563bbff22962</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dePEjHD5QEEKixOHXuRRA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22492</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8681">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4491</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Shawanda</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian country', 'contemporary country', 'country', 'country dawn', 'country road']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31X6W8Y4y9E0G78r5Y2rXG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fcef54ae7a75f9c98b9c4f3b4233cd3e296e06f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11009">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7t3hVbaXlkjLgUnOh5ePt3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bba043ce97fc67e52250601883551c165d94a57c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Boss Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2701">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Costello &amp; The Attractions</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124293</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'folk rock', 'mellow gold', 'new wave', 'new wave pop', 'power pop', 'pub rock', 'rock', 'roots rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qmHkMxr6pTWh5Zo74odpH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c14ffeb7855625383c266c9c04faa75516a25503</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3021">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UQO8IQ2YE4eRUrGtHygB8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Scott</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54b4af2d6b147c4239a315bca8d5752e0d8e1e7b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic folk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6714">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">redneck</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b131dc73b5ec68e0e0497b8b637519a1462d5c18</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58nB2Z6IiDdTUTwHYw56xI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taylor Ray Holbrook</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['redneck']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77787</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3818">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2d5ce2a38dccd17d4671e7d741ba9a2336622de</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EyFY7WsFQ1QkLoJxldd6A</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wize Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8531">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooke Hogan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2B4ZTS4hFT3IrUFVPHjEmL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3df1057dd35362932592df44accaf2d75e40dd6c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50050</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2885">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66A6YvAHTnp2BTJRlH2RdC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Hall Band</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9eae246510b48f1eeeead9dc73e7d3725ba2d2f7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/853">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4akybxRTGHJZ1DXjLhJ1qu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kirk Franklin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">591612</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/201dd843b15770281e7c8a1687961de5e00c1c23</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4974">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b100cf71cb766febdaf7f0348e5d8ce979d2a5e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russ Irwin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66CMkVv86OLFmksFPnULzt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7143">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wavves</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie garage rock', 'indie rock', 'indie surf', 'indietronica', 'lo-fi', 'modern rock', 'noise pop', 'noise rock', 'nu gaze', 'san diego indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182534</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/479b888bf3ba0133678091a7e45e4b76066209f4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bUJpbekaIlq2fT5FMV2mQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/721">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace Phipps</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6880</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2k8LSCieAnywX4Ku6k3X4m</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5678">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48PLXl77uw4iAIqMWy6flP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7102afb19bfcbbd6b2cfe02fd4a6ae95f7b49ff1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Berzon</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5070">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YmUxMAKg83hAeu94a59wP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b67832b3a28111de649b345e0f0c8c36728380c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2014 Chart Mogul</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8041">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rita Wilson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14575</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6631f4769fd3f95e2b03bd9e21341250843ae64</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60LfX8q7jliswygVxBPIL4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5706">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sailcat</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fgVxnlwlHFhYE2QxuHcWe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fcffd0ed4a63d4e56aebd377349f7419bd391a8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9419">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YuijTgf6j3vWv1UJ1b9fP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/815e4b63c2440eef66a02585b71ae468bd458f32</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sideshow Sound Theatre</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/768">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BaKphge9AdjZIxQqv7WoQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92870</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'hollywood', 'post-teen pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Barden Bellas</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4738">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Town</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MPcILKoMCJym9KscdYxuM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18523</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1011c7c7f78422b00823cae8c794df83ef2ee1cf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9707">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44409884dd5ebbf9045101cc421782a7bf7123ed</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66989</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tyMOS8xKREgpEwHnLc6EX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Front 242</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark wave', 'ebm', 'electro-industrial', 'industrial', 'industrial metal', 'industrial rock', 'new beat']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark wave</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7349">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Agf8ZtreYoKAXgpeAd7GA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec4aed8eaa228c363bb44f5606121229c4276b1b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'praise']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119063</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">VaShawn Mitchell</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1792">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">968</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nQSjiDD7asXlRBCD1uqWA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/525768f54311ea1dfcfae30a656a754c6f27656b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve McDonald</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/776">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21794bbbc03b43f52592b9b447aa7385c01c7189</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467185</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2r8r62VGJKGi463aH1HJUZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kirko Bangz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9339">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f769041babb74ecfd68a68df9144e20c056c335</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">zebrahead</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'nu metal', 'pop punk', 'punk', 'rap rock', 'skate punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SiyKSeJo6gcsS2NvuAbsl</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167979</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2871">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4r8b3Hr0AMhzhAg75le0Gx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stars On 45</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92f4e59de828b045db3e7d8654eab42fe0dca174</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17893</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4694">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Lxqae84jFzQxeqfRFqDsA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1aa6a4d44b15302f5539875ee25028dbf2f86ac</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tasmin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7616">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Dispute</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'grand rapids indie', 'melodic hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lQKE6HaKQcCsgLRMhsh5W</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b94320670532cfe01df0ea415319cef72fdb7e5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214933</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9004">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'trip hop', 'turntablism']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Handsome Boy Modeling School</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pkmfqaBNsMqnXus05PNfP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77467</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81079fc73b3c2cc29694497052eabd5d9ad167ed</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3056">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Marshall Tucker Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">367696</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59QxeZBL6k9L4oJBGSyukd</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'southern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48fddda40516d6c3d7b83fbad08a417abf0df70c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6734">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91704c8d109ce5601678f77083cc30c62622a59c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Body Count</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122251</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'groove metal', 'nu metal', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KCph1z3jaSwhtwPzoYp6i</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1478">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kellie Coffey</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5I83RQZnnynCnohkLJ8vot</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17212</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/267beffbd094f4c1526bdcca4dfb38b14e478e0c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6800">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7k73EtZwoPs516ZxE72KsO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-pop', 'j-rock', 'visual kei']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ONE OK ROCK</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2220645</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7adafc800f54e5b500c4fcbea9953cb14e646a6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2492">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fd0a9822140cce668ee15263e1f73730152dff0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'motown', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QQgXkCYTt3BlENzhyNETg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1906853</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earth, Wind &amp; Fire</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3087">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a620132cb6c3d30dc06d3248dcba8b7db576d94c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rose Royce</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OxJzMLmR9l5zPLap9OxuO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210857</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11036">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Nelson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/446353ff16577fdb64f8849c9d337965fe584cf3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BQ3ILcLj6StO9la0iFbie</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4199">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/839c4268be9d92033149588fc37d1022e4cef08a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41klVmDluQZmGGqoidNfbe</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">861593</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blac Youngsta</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1288">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'modern country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193925</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69Etpls5a2aATUkB6NInTY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neal McCoy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64c9dc6ec27ac6d8b7e8dcc4058b0e7e6a2190a5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/354">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uBD3fsHzb3IpOTGpicsbH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23936</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cameron Boyce</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4789">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d31c99ff2eca6e3b4f2d09ed28f5dc25c57bf365</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Horace Brown</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ag2Y0TZZusl7Ky6dBjvuE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23614</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6030">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75S63f1AmZUa9gpQvlt5NB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2998e225b22c75d705383f9e796290307c2da455</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prince Buster</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30306</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'rock steady', 'ska', 'ska revival']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11375">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gIJ7TE5FTYSQFRHuIeGwq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norrie Paramor &amp; His Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30620337f02c7423d25928c4a8d9e72c59db63c8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9822">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julee Cruise</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dream pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dream pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/225e52730b148d91fbf3627b25353857a2144807</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30840</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Pt1HZtuJwrQB8l0ES5iTX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1708">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CfTFp39LgcvLWn9YQBIbZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">720</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrea Martin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8376383c19c84c0ebd64ed0d95f2a9ebe59945af</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3334">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XOhQGJMrw4oXDqloMsk76</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/683a917e493db3f603b9df7647cc5206d398a478</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Polly Browne</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7455">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f9002de60934ee0b0f8165e73ddea4347568be8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'shimmer pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78457</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Griswolds</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nUbzTTtP2w4HqvT5y5vkV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5499">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donna McDaniel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qboo9urTuVQqkfV3Gkuyf</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f788352f94a6393a66578e6a55e58f917d8c2be9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7243">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">520794</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tallest Man On Earth</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'modern rock', 'new americana', 'stomp and holler', 'swedish americana', 'swedish singer-songwriter']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ca2c3f93abb4b1d7cdfaf8925b1f34be6accc59</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BpAc5eK7Rz5GAwSp9UYXa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10605">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60ztBo3v68OYEaicdHnutg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ken Hensley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7503</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a41aed265342be175f481765e429b41e81d15216</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10166">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neal Schon &amp; Jan Hammer</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd1721bf38ca0b3423252069b67389dee1fda12b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SaD2omZ7xEjXQAkpZNCPU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5971">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8104</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69aac7057890603cdfcd6df1dc79ef18b9b568e9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CzJJJb6hnx84VNhgaJmFG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erma Franklin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6108">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CUJfyYZEQ09DLmCOX9Hxk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Young</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7650">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b74500f75ff24a3f9f02672c5d61be72d305858b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ab2tQaaTr2TnairelOwvO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17316</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicole Atkins</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11166">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YF9R3YmOHqZ4yK29iKKgl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Original Caste</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">444</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ba76b174fa9418c7a45a1ca017141313b288882</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4375">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdb351b8a6b8dabbe334f2ef5c9809aa47526296</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68iRXBQ7fDXt7LEPhj0sSs</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Burke</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1943">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114522</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73ZPfpfg1LBVvDEArK4l5B</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'pop rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71d7c4cc5c86963a4d6bacdb6b16aef51be2b365</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Des'ree</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4950">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xA45Y8FmnDUx45z3LAAOX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Boughton</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7957">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c1b7c3839699a707afb39db0b8ab6a1ea590755</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bTAaMx9nf237AkBnGw3vL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84756</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Lynne</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3831">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75665</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Brown &amp; The Famous Flames</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32r72WOqqRO1DtSznId7Lr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f18124c9c8b2c4071cdd7baf5ceffd6eed7b839</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/537">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8927cd9cd0f3b5a265f75ecdb21238a07e47c01</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78336</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conrad Sewell</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rw8ZTLnDHd74TWDDukjVi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5392">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c20a673158900fa5fa28c88fd10678781ea95761</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Gomm</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1070</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fmugt9MKV9lcPgBjEzVdm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1276">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Nelson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3b1bb4dfbd929128f1c6eba5e3dc9a7d344437e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">906376</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'nashville sound', 'outlaw country', 'singer-songwriter', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5W5bDNCqJ1jbCgTxDD0Cb3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9117">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3300</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Yg71OU2FbCOK6zH4mGdtn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Guarini</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0128dba964f4b20b9989b5872bc06cf7cb06244</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2096">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XsgWn63EnA4wYZBjVyxjf</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78508065939a778423ef5c7c7e16f99b4e552b7c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ugly Kid Joe</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'funk rock', 'glam metal', 'hard rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97621</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7188">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saint Asonia</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/084292d8cc089f91c9872728729f7193aa423c1c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Fwq3TDWpMhcL1KTKVQiI8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104009</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4938">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/198ed55564c1ebfae012edc3652491810efe01b5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Umbrellas</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NvSvvRdGYiS9iSM0ldWTn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5129">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d414ce9dd2e8c26b3241ecff52bff964fdb6672</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06kEiavGofOiiVEr1yK7Ok</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Newcity Rockers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2800">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Manilow</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">561728</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'disco', 'lounge', 'mellow gold', 'quiet storm', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3alW3LYQS8K29z8C8NSLIX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01de5950b7a4e9d229299782504be9fb24524f47</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7346">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Röyksopp</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'big beat', 'downtempo', 'electronic', 'electropop', 'new rave', 'trip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nPOO9iTcrs9k6yFffPxjH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfe338d98a94352e21802f3ee62ca518e088c558</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">524709</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3363">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Guess Who</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'bubblegum pop', 'classic canadian rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cQuYRSzlItquYxsQKDvVc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d0405bb99aa67eaf3da8cbff8810e284aac9b75</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252569</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7224">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">North Point InsideOut</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian pop', 'world worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27161</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfbcba39ce7e6ec43d531b21680ffcfa84263228</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EOKpEhAFc9ISyMJHZlQYm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4692">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2981</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S.O.A.P.</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23432f8af008f10ff08a1078755b443ab468b136</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tc5xhcuEtiRizloAL4wZI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6470">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexandre Desplat</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71jzN72g8qWMCMkWC5p1Z0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">french soundtrack</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['french soundtrack', 'hollywood', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55e59036a536f4c8992e600f50369c39337bbf50</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">180874</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2510">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81796</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'electronic', 'new romantic', 'new wave', 'new wave pop', 'synthpop', 'zolo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xgj17ZsWxxU86S4qlWvOi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yello</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bdd9651a047ca66f02324c8589dbb1444d8a0672</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4759">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fee73d8481313826e44867cc66ec6441378db566</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3De6svqAPGsgF8i0jQN7bE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K5</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2064">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'permanent wave', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Asylum</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02da1vDJ2hWqfK7aJL6SJm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7abc7edf2b7eeee7c50dc9650de8623718ba7445</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">280096</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2114">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundfactory</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8755e2e129d8148d5ef89a0ff182ea239dbbeda7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Aff45j7vloRz1c04dWbQy</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8463">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3283435</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rammstein</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdf344b2f5124d1f2f1217c45f12096730c70560</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'german metal', 'industrial', 'industrial metal', 'industrial rock', 'neue deutsche harte', 'nu metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wWVKhxIU2cEi0K81v7HvP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8661">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85401</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25mFVpuABa9GkGcj9eOPce</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cf1709c1e9ba1889355da7be75bf17b2c8c3e8d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Armin van Buuren ASOT Radio</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2423">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joan Jett &amp; The Blackhearts</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339692</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97dd30ba9698e49dcd2c915d3b262e847f62f435</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Fmb52lZ6Jv7FMWXXTPO3K</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1735">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nwUJBm0HE4ZxD3f5cy5ok</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1982157</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5662abce23781f86275ea6540c6e299845f8d82</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'jazz blues', 'memphis soul', 'soul', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aretha Franklin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1876">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126895</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seven Mary Three</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zsLaQhHFdQPdFXqG1nRmM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30b68a0b4b2ef2bdb5f5d9d3a0be7c3c8b9606df</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'pop rock', 'post-grunge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4193">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28ac07daec0ec8812a896d3b21dba76cd3b379c5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251245</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'metal', 'post-grunge']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Wolves</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eI3X5rAzHRZVe5FPk4MN1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6092">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ix5hK8ZoH1xIvZ1N9RFAj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Curtis Mayfield, Jerry Butler &amp; The Impressions</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'motown', 'soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9152">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">315574</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Crimson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6967f333710024d3655a9d7b070bc360b9c84ab9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7M1FPw29m5FbicYzS2xdpi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'hard rock', 'instrumental rock', 'jazz fusion', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock', 'zolo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5475">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b053a320fd08feed2d6f11ce46af8a8ac51c51c0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stargard</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3695</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZvV5BO4R5dwEUPfRKXdUI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4586">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Romeo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AXQzJRDvlJrq0fiVAnRy8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94730db49a044d57d16fd56be7fe944a2dbe2e9c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2585</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/882">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YfEcTuGvBQ8xSD1f53UnK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Busta Rhymes</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4c28fb970ac89443e6ce401222de7ad30382ee5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1229169</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3608">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MOw1ev3YQ8liIGmHT3eH6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wurzels</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12156</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3264007d0a90c68dcf434346faa01c0474e0ebe7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8992">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8f88277c34c9a335101f385b6e2202bb1c804a5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ZOEgirl</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22221</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22xemK8mgxv9dkSKTw6T0G</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11151">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27082</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4920f321833b53d16e33afc8287ad1ede4f7f593</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Oates</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TjR4K8rD5CqqqU59V6aGr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2250">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexander O'Neal</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'minneapolis sound', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146733</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">047D9GgqEzyMoULd2oKr7G</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9037cc1484a61228048ae926550b68e012a5674d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5368">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VfnpJQ8thknXmCsCxvTy8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucía Suárez</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7541">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/301a285830d8ca732c51272eae0ab1c109b62f25</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Alvin &amp; Phil Alvin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1352</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0elQWchO3HSbmx0M9bupll</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4928">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f89d6c6d65bc209682b53bd3e71ffc4ca0a86aaf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40bZG5ihgjqtufTvy8dz2u</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Serch</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13327</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10803">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yfCzeWQYRMJFZhZsoONty</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb29a2c0636a8eba560970d688b911b8e1ace376</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">522</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Miller</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7469">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/084d4a0586f15f56ecf7c7873093b915f6564f46</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78ZdtwvDD5zTElro6EGkcU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swoope</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40466</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5318">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c6a1631617c926d3122b3c9e04f40773f811d0b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Gordon</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9917</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1coQ4GcxuazfjZ0MP9JnBF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3425">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64bb7c2836306a9bade5bd4d6d042a2e079b16ff</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4frDtYgwXXKkbyQzjOmJG5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Crypt-Kickers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">513</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5030">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'old school hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4git3QqVfXNUA5z1FajHQw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whistle</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8459</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6edb00550cdc5cc94081e9baa98f632e1ff001b9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/213">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blake Shelton</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UTPBmNbXNTittyMJrNkvw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4416337</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/704a88bf76795068aed22bf681aa51265a49f4fb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/847">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'grime', 'house', 'pop', 'pop rap', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">640715</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tinie Tempah</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Tob4H0FLtEONHU1MjpUEp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/795c82a6aee0a9dcbe1e1df577146451ce130632</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9023">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YWBNG3uxDJk75QgIfnjon</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20579</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colonel Claypool's Bucket Of Bernie Brains</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42d5d96f162f3f9fced0c60ec7cfcf110100bda5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10898">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RRSSYRHmBxQXRGj2KBO8L</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1150</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad6907029530a8153e28a214070939955c0c9f77</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cy Coleman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9388">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lB4GxfCWC7Hhlzb20lhCg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fleshquartet</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5454</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15e4730ff6ced93aa26e9b9db896289e63f1a8ac</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7156">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JmDqds7Y1LRSWZVM8e0Og</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2259</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa4542017f04454635482051b9ec15ac0bb71cdd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathryn Stott</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5253">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0912f14966c32e5588609dcdc13f33db2f8e761</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EYWoHljqWuMZ9upR9Gyun</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fletcher Sheridan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9168">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3203</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d3e7b0fe4bbe5ca3322299a3cc05cf98f13ac02</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56GAdBY8gUioqd7sjE1MUp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rd Storee</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10274">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394425</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cameron Dallas</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5s3rUylqooMyGsFE0rOFJT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/585a963f1decf25da7970f5a13b0221cb2af73f5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1236">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holly Brook</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62gL3RAdJAPUmjrYudnVjy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/432499c631b1bd969dc221feae6293ee3923ac6c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10666</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2181">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302965</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jHG1YQkqgojdEzerwvrVv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'bboy', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap', 'turntablism']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric B. &amp; Rakim</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3749993d2b60bbbaa02602a09737f2107cbae4dd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2190">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BLAzgwe8OzvLOPTZDBCtw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15556</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Northern Pikes</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ca97bc8d3a506bbe2c2857a7dd66da7f713baaf</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/988">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dfw rap', 'dirty south rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80c9661efbbd5829af6caedb7d5f9a5d29306da9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dorrough Music</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dfw rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33448</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MAp6rMiUJjRLXMWtArXRS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9338">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7643</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Methrone</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul blues</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0674d03f766f63653e1a6c49972e15148b74e760</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YqRniSXLT8kdm125ZfQF6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3315">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43HpW8B5gYRnYbSzm37n5v</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ba8e44645427160303840f8ff2141bd633ba828</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessi Colter</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15449</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4299">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302jOsgU7aZW71XhLem57k</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jermaine Paul</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1508</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd8633ecf742c473a28f4aa9032abf7c9b6f6374</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9241">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07jc1IMGtecDZzOL9cP50t</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Days Of The New</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'nu metal', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174769</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97649b63c5520446ad303326e53906876e364e22</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1233">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleepy Brown</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'neo soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11875</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Dnu2NmddNymEI2LMZVH5v</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11d32270e6b201d96d94781902dffbf06ec8ef1a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2261">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd0c8f45ab80161bf114ef2a2e908e13201464bc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173870</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MLDcHrNh4OqxDZAjMt5pt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ralph Tresvant</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2673">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian folk', 'canadian singer-songwriter', 'classic canadian rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26092</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian folk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40a93104e660b0b6efb820b6ed42e3eae075a85f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Cockburn</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sh4MHP7lhrSUakxwZzwqz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9135">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/813355dc55b65cde184b8e5427990c2f7aaa74c1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">515448</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FJXPSSrHgr0YDfeiQ63uk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adoracao', 'brazilian gospel', 'rock gospel brasileiro']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adoracao</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nívea Soares</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/614">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2417</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed33e622ff7290999a068695674112cf881422aa</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KfzyefHYuqfWaI5taICaN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Band Aid 30</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4396">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xKeW1HYPDCBuLCiD9dANU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/048a56dea50f32aa972d5a5b52024300bcae541d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Explosion Hits</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/401">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1134c6cc39953feb998c83d5a7356ce6d1548a5c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'uk pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calum Scott</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ydoSd3N2mwgwBHtF6K7eX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1479190</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3354">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3o5OdrGG6RqPkAmPfMvMl0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reunion</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a754468faa6590dcb9706a343e6316c28a99d5c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6098">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">623</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9492b0683a17a1bab085beb933be72bf98aec58a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RCUsqvkr4V8v3fUJd7UbW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Lee</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1601">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anastacia</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2siHvYaxjaW5rKVRiIrMYH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'europop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1348ab9d201a5bde1b6471d5fd3ed52f252b855</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178009</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3187">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'post-disco', 'quiet storm', 'soul', 'soul jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nJ3J7RwgYmMARNAVrFb06</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/032fc5d0437bdda47dbbaf8fddbf298225c6af52</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42287</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blackbyrds</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7314">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bSfBBCxY8QAk4Pifveisz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eea0929f75512bad2bc96549d27354c534ffc265</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Arrolladora Banda El Limón De Rene Camacho</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2585599</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2961">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac Davis</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19737</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HX8AbXUFaYRtlqKb4CCo0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'nashville sound', 'soft rock', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12f942c6eeca62dff58738c8958ca3a9cf473b03</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/757">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hk7Yq1DU9QcCCrz9uc0Ti</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a044806dac30b3291e43c7d6c772bc8eed2fb8d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bergen indie', 'electropop', 'folk-pop', 'indietronica', 'nz pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kimbra</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bergen indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317904</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2541">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107134</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jets</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'minneapolis sound', 'new jack swing', 'new wave pop', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/088e8190270f14d67c666f9d4794038efcab4c24</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AHq6rutf72JF0ul8GB6G2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8025">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/319dd01fb04966666d6af860ac4b3e7d3217defb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124611</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'chamber pop', 'dance-punk', 'folk-pop', 'freak folk', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Walkmen</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kFay2DQ5aZfeu5OsrF3Pw</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8117">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c06fb35b8241bd730d41cb6982cc3c6433d1b57c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62222</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'gospel r&amp;b']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53AfsMeg6Tr5kAejn7pON6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessica Reedy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3889">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep funk', 'instrumental funk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1089</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey &amp; The Soul Generation</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caef17c3d787f6b2b449776576413a56ffa4228b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6R8Xep48pgKRWzTBchSwO9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8391">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bettye LaVette</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc7f4aba106bd057317734ada17639a153ddc9f7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55U998XxmxjicLMKDSz6R3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20654</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1082">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13659</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f14369818a90fe48e7ec5cbcd70070f78cf8148</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5REF3rMSUd6bSRwgV09dzQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dj Laz</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass', 'miami hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/554">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51f88e794401a338e9df945883c3c6a081451a63</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tech N9ne</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UBA15slIuadJ8h2lPRPos</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1355697</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3260">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iTkPxRldzi5lmS6qZ70JV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/254e5222f438ce7a2e60fa03b3f643c4993df401</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36920</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C.W. McCall</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7635">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6atrA9ysSgjJXw8NZH0vjZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20004</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Grouch &amp; Eligh</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/179d73a3ea36e0d591495d7fda0361fe2c6bfa01</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'underground rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6537">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fbf5dc870e0250a9dc4d290b1752ae598bd1382</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matthew West</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6e8OTLDQpaz1Tl2GEaxsNj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436511</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8103">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c62a99adff4d1ddd8c8c7aad7e6bd78163aac91</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5b4vy4GMu5dgRMOt9bHZpY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26017</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Myron Butler &amp; Levi</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2009">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0k17h0D3J5VfsdmQ1iZtE9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pink Floyd</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10088322</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e69f71e2be4b67b82af90fb8e9d805715e0684fa</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8616">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f00c0c596c4062be9b1579394f724c4183096b84</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hardik Vithalani A. K. A. DJ Notorious</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q7b5dzsVcIjNMKrkAMGLv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7263">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'bow pop', 'cello', 'power metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">526858</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Lm0pUvmisUHMdoky5ch2I</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/229d196f6941bf3e4bdd0e9ac0322ed3cafe4cb2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Apocalyptica</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7292">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1396</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XCZ1uSV9jKMOlqck0ubQW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e06f25db84a33ad04e5304f275bbe6012e13efa1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seth Avett</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8271">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103763</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WVgChZY3rEyeHd3aljzNl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John P. Kee</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2a607c648b0b8acda3fff2c1110410e588cd627</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5775">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jFZlvIea42ZvcCw4OeEdA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216453</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bebop', 'big band', 'cool jazz', 'jazz', 'jazz piano', 'lounge', 'stride', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f5e6383a803df41153fd871f6d0d0af7b9f08a0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Count Basie</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6094">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sunrays</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rC9fjh6fYA1yYRR2Hl7yP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad52605d2ccd8c4bb668087be9a92816882719a1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11468">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tejano</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tejano']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b337835fff081f80ee8a01cb2b18e83c375b330</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kfFj3N6bTRmxpaM2ECwwO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rene y Rene</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1248</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9512">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4abe77ed305c53a3d55a46ad1ea4bb8c7259867b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114158</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'edm', 'indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'new french touch', 'nu disco', 'tropical house', 'vapor soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2x7EATekOPhFGRx3syMGEC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Knocks</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10484">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/432ea31ff6faed4a384e38c22eaf6524c0cdccd3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nz2wbRAmRzOtEHVSz7d95</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Smith</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1398">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79814</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07W0YfsvHM7Mw7Bq48Mb0A</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murphy Lee</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/623759bc8105e6e5550e5b24ac82156526e74493</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8320">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Bang</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2461</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1c883963e294ad2f007553c91602824bde3d934</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cVonbUr1VfXFHGufgqiNh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1961">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4762</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OarfYzJPCi3lAVZ4nhTTd</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20 Fingers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a39f6b4f8e9e330bef478ab0e181ebaa4089e641</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7397">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ex Hex</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22808</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LdMozrLZExZ27oOAnUgkb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f36bd69884865dfe284cb152a8e8702d0f6d2764</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'garage psych', 'gbvfi', 'indie punk', 'lo-fi', 'noise pop', 'preverb', 'riot grrrl']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9240">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonicflood</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27303</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lPSXeZw9i7js7PdFJXEJI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc06806cf80b4121772427ed6e9acc9fa3539df3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3122">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IvJtmPLbzpxDxfrw4rMFa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11027</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7570dac7fc853b09453c97f64b22462f0eeef5df</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Samantha Sang</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2193">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Y3xIwWyq5wnNHPp5gPjOW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Loggins</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">417789</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'new wave pop', 'rock', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fff0f365d90fd652a3c53f9f962676a4c2edbe3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5639">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Peppers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71c65eafb75b86df12a10849a5a8b65f9451d18e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hFVEbVkQ4WadrNGOgvHLn</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6694">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MisterWives</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8373915766338d8299cc2c049261e86d7b57ea70</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">324317</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'nyc pop', 'pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ivCbtrcD5N4rD337xIb2z</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4570">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trick Pony</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Tdrtr2WwDDde01GJllidM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45846ccb3f0041a87ce0f0a28755e4e8a7d0e289</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84955</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5022">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ead628fb2f31cf3061952006778769eae578915b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12284</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63F9pr5N3duAS7idUvkIwC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cab Calloway &amp; His Orchestra</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band', 'ragtime', 'stride', 'swing', 'vintage jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7125">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PU4qFehXQF7WnlFsJpBiJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145103</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raury</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7eb181096e9165605b5bbdb208aab29bfd7fb8e9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2124">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243271</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aBxFPaaGk9204ssHUvXWN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael W. Smith</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac6d7bc89c1d47b3dfde467fa8a161b225069cd1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4121">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HaGgoDRzvJZ3CJIicS7he</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52b3793aab7953c56f7801a51228aa5fd038e490</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chartbusters</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9704">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53601</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MMNJf1JrxeSFE2pcpX50b</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K.T. Oslin</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9e79a7e6d5926953c4c0aec512bcab6391e900a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9963">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PVybt9IzBGmVr8Md7EP08</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31766</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ac292d101966a772e414e4a44017f9203960585</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black 'N Blue</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5457">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AzQ1gkIemfDdV8sze29zf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36d75573bcc7fddae4106fa287f713fd2c9da5e6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">551</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wendy Waldman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/972">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39993</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c385385702c3b02ce719e8cf97faca92d158dd1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ester Dean</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0v2Y5jwtcv8LiWNTRls1KM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10536">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Leslie West Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0r24oL8qquruN8gzsKM55N</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66642773eaf00037959151824e9de2bbf65a5d78</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1138">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2464ab369c7cb75b41b2373c1a47796e0227d0a9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lax1ZgWclW6mZFaGu27MM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cupid</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kids dance party</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kids dance party']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20243</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10882">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Bock</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">496</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d565a57044d95d61d157f120163e6b946a17ef</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5if6qdSkweSBwhdvFfKbcC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11028">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e956e684b5beff5349fbefbff884f5f2758dc79</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3280</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wailers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jHCJWgwdcqysvbKWjXSI6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1694">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'funk', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">952846</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Sweat</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2r09Inibex3C4ZNTUVSG3m</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/829a4cf093461f3965cd104ee71a14b9311a5984</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6575">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stick To Your Guns</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sqrupqcoipb7UzVKApEnJ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf4ff20813f82f3bd354ff7ad9be3c94d9fef4a6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142406</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3375">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'philly soul', 'quiet storm']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William DeVaughn</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8687</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l51Sc9HBh8fLXUDEjFhxU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e91105ac92ff7161ac5ad3fd119c546689c3725a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7253">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pwHWKweuoCyx3OoFaD0Q5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk', 'folk-pop', 'indie folk', 'lilith', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115987</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f7858fbe985b795cd514c98d9262f26b6820586</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Weepies</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2495">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">roots rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f76f736fcf00948fd95522709e260f946c2df388</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70505</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OWapcJm9xd55ci9CYbAuT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['roots rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Lobos</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3663">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'nederpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21041</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c952bc519a42d82218c9daf78c98730f3cacb9b6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Baker Selection</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MGJBRRGEj9m6MxJIq7fLn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5519">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c1e27135f248b3eb2b57df47eb74f49dde4211e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David La Flamme</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4p9qE4laUG8YJuaHIRYdT1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/818">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2292422</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86e8991077d6ce237be8f24dbc65e90f2e1f2a43</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CIMQHirSU0MQqyYHq0eOx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deadmau5</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'canadian electronic', 'edm', 'electro house', 'progressive house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5616">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b4533d14dfe2910baaa34e2921bb244b170db18</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marilyn Sellars</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39porFWhd0PkDp1NqHV4qP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10490">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2225506e59ebe88cc953e9cc36d56bf218d235ac</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IbUYXqc3cztMs4pK8o1f7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Free Spirit Symphony</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8625">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nM5pj6cEIkzCkwBJZibHK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new americana', 'indie folk', 'new americana', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dead Tongues</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d8dbec4cae3e59ef378fc0f92432f7f8de346a4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new americana</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13405</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10956">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/500698af17821d9ea2dfa98f5a57067e3d26698c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mlGgIlxNqG5B7bsNO2mgh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teicher</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5128">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1281</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Lekakis</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T5nmu5zNxNJHGdWMfcUkx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hi-nrg</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hi-nrg']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63970210bc34bc80a6fcca285fc71192edd15094</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3903">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeanne &amp; The Darlings</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">811</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1a85e38b478233a3dd41ee7844cd908042f8caa</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qJgLKcdcL8zxzfsWRylRk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6684">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223775</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75e5e863fee38805c0c881d20e940eb559257159</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YWdHD3R863Apw1hkx3BwC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Auerbach</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'funk', 'garage rock', 'indie folk', 'indie rock', 'modern blues', 'modern blues rock', 'modern rock', 'new americana', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9329">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd2db931f75881a4bf11033ba07f30da5799944f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">374322</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30fiiwr2EeZp1tAhzYCmyM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big L</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1599">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Pun</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">527486</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e27a6ecc55e623ef4bf695397782d40e15fd573</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Xu7q46Hf02xOoEIm4E1Qs</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5655">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/320fb55bfb4019d92939f70daf81578532e0877d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spirit</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gEJraXeDAAZw4KPooZsx9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1010</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3572">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/384d6afa10689b7d5b1835788d7ed8dc5d0f464d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9240</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda McCartney</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QEKXJs8gQCiyBq5L8knco</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8768">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2eeb7a060f9071a8a7b33170c80d1abd03b1836</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cheetah Girls</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'disney', 'girl group', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ntkql3f3ect7NDRUJ7aAY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391633</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6091">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EHxPrCwCuIByLTKz6VeIW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Tam &amp; The Turn Ons</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7599">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9be19eae00041e3428ba904cbcf43c4251b675cb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rnbB5fuUuCSsspvFsxIpT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cloud Nothings</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121026</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'cleveland indie', 'dance-punk', 'freak folk', 'indie punk', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'noise rock', 'nu gaze', 'popgaze']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9828">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bgbOxxV50xZtAdQtc387B</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kwame And A New Beginning</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">901</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ebc6ca4ed8ae0f14eb85cd5adecd0d070748128</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8977">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Iffw1nP3NjCWkRIx3Ily9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e32e5e2a14c59468496453c320f07b42e19425c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Dickinson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'metal', 'neo classical metal', 'power metal', 'progressive metal', 'rock', 'speed metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293425</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9685">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KEe5d2p5jKihMMvuXVhr1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10e8491071c410300068ce64152b404d7dc49879</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46216</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duff McKagan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8941">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf3e6632cebfeb984d0520a461e79b9d263cd4d8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of "The Phantom Of The Opera" Motion Picture</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5171</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MoTQkT42sMGwzJs0u46p0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5942">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14Qw6EvhlsP3nA5AGl6Buy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ff27b2484391bee344272206c365e43904f7067</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Breed</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4988">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HWVWTbgJBXqBX6Jd4AvzJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">786</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f03c1877f4703ec84a4d01e4b7559d4cf844088</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fred Schneider</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3502">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donna Fargo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32376</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tIQ6BeFRvYApoAyJmaeVC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30c615dda4387455e396c05cb81cba9bf4513233</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8437">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'art rock', 'dance rock', 'dream pop', 'experimental rock', 'folk-pop', 'freak folk', 'garage psych', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'new wave', 'noise pop', 'noise rock', 'post-punk', 'rock', 'slow core']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pavement</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80c16daae85fd73f63aa9d64a30aa4029056bea3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239553</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3inCNiUr4R6XQ3W43s9Aqi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2875">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pretty Reckless</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8c91b5bd88f402d91053732c414ebc9aee1bd03</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">786495</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2R57sY41L9XvGPiIgHOaYq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9602">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa4f2259a120c39e823f842c661ba992c876a1c7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Urge Overkill</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LEUigTSXpwrtERRcSW1N4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28408</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1819">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'lgbtq+ hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen Pen</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff4eabfc6691a25a8b43782e80a0ba0781f09a68</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VbIlorLz3I5SEtIsc5vAr</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10935</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9139">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132731</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kindred The Family Soul</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RDl7kNfhB72Ojsc2qiyfy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/556e5a28d9ce9e05fda5466861e354be3ad6ad9a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4339">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gun Blaze</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">205</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea0a89af421a44a1f824460f747a406de4cc0b1a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pPyy6IScuksXwNhL2CrIN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9314">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd2d1aa26ec1478070e1471576f853f9d340b22d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bjYpZr40WcnTVmc6hr7Eb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Rossi</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4369">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HsUBJ2C2wSkazmGH7cTvq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stubby</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5918</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41faa856c83f306823e245f939ce427ccdfe5202</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9166">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EO4MeuFqH8D4E2qLNPWy0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9a52ab2faa02d5c85731548ac109d109c2abcc3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Da Headbussaz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7658</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10040">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CgtnHjLV5B84Z0Lcfj9U5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'old school hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/142a1048c298fbc50e8cf9d0bf45b5d3fec8b75c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.A. Dream Team</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7089</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9105">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BMx3IL6RvuBKJfk8Zbm8L</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdf7a1c58558569da617af071d2dd1ba593c743a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3132</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vendetta Red</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">screamo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3846">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Balloon Farm</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19XcqrBVatp6G4n1ILBGn5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9985">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">414</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec0e96c8515d677d94c89558af2b848572eb8965</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Jasper</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oQOrvXeK61sCAFlKiFbiM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9807">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hindu Love Gods</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1389</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7d1e4b0c314cb9f80eae6e160617d66adee2de4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bxFYWgldPnGDXdgAVzEQ9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6972">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30260</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl trap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl trap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tm88</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff4d02d71fdc122f7a82f6eff816e0a0154bd07f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RMUeKq0dZxg9RHE1f0B9P</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9634">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isao Abe</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">260</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4u8erhCNVhoNVYlM6y56WQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e35abf7ba6a424ae41f1965febdff96fa7f2d1e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4940">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5huMtuPNUReK11RrCYwP0p</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler Collins</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b54f278179f686b79bc8f936d2d4549a7a97d16b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6923">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3huVQoEWdqUTvlYpFVUHcF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23290</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Soundtrack</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/993e413542e7acddd58571c0f58fc8dce2b624f3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9370">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40gBCYSWHjnXBZBevPUySP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Waters</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17cff1e32ef14e8612f11f744de9d9ba0d9128da</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3043">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Travers Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46e66d2beaf24b2dd4bde97e03874bb0f3446c4b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZjFFy2brYzBcYNAPwhW6W</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1547</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/139">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c9057cb30520f9f883a220051260fc66a2f3ffa</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'k-pop boy group']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13001716</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BTS</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Nrfpe0tUJi4K4DXYWgMUX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7020">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fVcDUckTwxqg56qNsEvUr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afd7243238cf01ead6832811d65504409f9cd874</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'scottish indie', 'scottish rock', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frightened Rabbit</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168280</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/254">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">695340</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d6aa96812ed8cbbf0f4a7eec88619eeade595e6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1U1el3k54VvEUzo3ybLPlM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">colombian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['colombian pop', 'pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kali Uchis</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2999">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tY1qrN4BoHjs6eKNsr6ja</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23e6f9ccf9132cf245b05fb0617722a3503ee31e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ironhorse</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">377</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8063">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'instrumental rock', 'jazz metal', 'neo classical metal', 'shred']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25883</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bqlyIXRTCilCmvAr1newg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Loomis</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53fb370411c25041b51ca65f911b6d628f8cce68</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9907">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Godfathers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1be72331e5e92872d22f3bdd4d354c7fa000d52c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Gf6z7kuVRjZ2e3W2cxoXN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5008</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10433">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Strawbs</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21189</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6179f485a9e22315fef241e7f08cee2a35031f7d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'british folk', 'canterbury scene', 'classic uk pop', 'folk rock', 'progressive rock', 'psychedelic folk', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dtYyLTWjuZGOcweC3eD2f</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1077">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'hollywood']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/831e472b4302838da865b113c0db2189ef251fae</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14610</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BA9Z6ZV2JBwwLGGoZX7bs</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julianne Hough</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2441">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1d9ec991e7d94c6f3229de75022d2fe2ad7d50b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63I04Kj1gXC1LLSVcrOzLN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will To Power</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18360</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1269">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0762af57e71ee57c6ae04d7219142596060f373</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avery Storm</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1252</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79OSA519ScnPY0MVDpu8ZV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/654">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arctic Monkeys</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie rock', 'modern rock', 'permanent wave', 'rock', 'sheffield indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8287932</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ln80lUS6He07XvHI8qqHH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed0552e9746ed2bbf04ae4bcb5525700ca31522d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/675">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6If57j6e3TXXk0HiLcIZca</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">689649</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'rap', 'trap queen', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/400c5cdb9c855b012c22d2cd129ab07480eb2e8d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sevyn Streeter</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4970">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22681</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0roeI3yPusDWwWRzAqTopw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8a39242543dd27be3d8f8d6c9d26f948dd28a01</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jesus Jones</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10593">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124019</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LfRnzGM0wRSyS5mmAwJbv</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4a54955f066d6b21f31dfb86c06fdcb29016172</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Conniff</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1636">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fatboy Slim</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'electronic']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">640944</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32376373e766c2676521d221624642a1708debfc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Y7tXHSEejGu1vQ9bwDdXW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5904">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YvGA11sUR8c4FIpINFrt5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Scott Brothers' Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10541">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Judith Blegen, Michael Tilson Thomas, Peter Binder, The Cleveland Orchestra, Kenneth Riegel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3up6OTawy5jDh7xDn8NhBd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/324ea4a08a92ce7eea0b671b5dbc8678fc8dab9e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6692">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d77c93e37174dcc8740fcfd9961cb9623aecfe1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'compositional ambient', 'focus', 'icelandic classical', 'nordic soundtrack', 'soundtrack']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IpQziA6YwD53PQ5xbwgLF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jóhann Jóhannsson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122576</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6766">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">459317</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af6ceb1cfbbc221a3f02ecf37ef0fdfe7a510040</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qc41rNTtdLK0tV3mJn2Pm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk-pop', 'indie folk', 'neo mellow', 'new americana', 'pop rock', 'rock', 'roots rock', 'singer-songwriter', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Adams</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11131">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joseph Breznikar</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ec276fc53ee30f7765ed0760a43654418cfd675</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ofe5S73cJNSrFLr3cO4Sq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4075">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chet Atkins</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dZrt8Ong5t7YYpvbfp0RU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48479</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1e1442035d8632a3a4e8677ff578f34d81cc228</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5621">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Redding</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DvLU2XHpGqjhe3i11nyAM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6949">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">329096</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Shadow</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'downtempo', 'electronic', 'hip hop', 'nu jazz', 'trip hop', 'turntablism']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CE2IfdYZEQGIDsfiRm8SI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6305391cbd2172827412d2d623961d507e5bddb0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11443">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1062</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen of Japan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electroclash</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c5a535f48bfffcc9a75d516ddb10a850397a80</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KgOUOeP1C4B0neabVHAwv</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electroclash']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/532">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b25308e4a1bd099521b8f8676af2aa3904a83671</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Naughty Boy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tropical house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tropical house', 'uk contemporary r&amp;b', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254875</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bT7m67vi78r2oqvxrP3X5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2728">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Tz0QRoe083BcOo2YbG9lV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nena</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'german pop', 'german rock', 'new wave pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155915</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf2e421eaa4243a18dcfd20774ebbb76950a74ae</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2365">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cult</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c75e15c8d0afe0d11fd7ce8ee89ce3832420d26</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282037</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49DW3KvkyjHO35mK1JnSyS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'alternative rock', 'classic rock', 'dance rock', 'glam metal', 'hard rock', 'metal', 'new wave', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5496">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ElpGkeF1Mk09xTaOeUVA8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Celi Bee &amp; The Buzzy Bunch</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">299</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/056c4431966dc6ade95d9f00d0dbba6af4514708</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1915">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luniz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'west coast rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3z3g65U7mmyyBmmDfsQK9x</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116560</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e99ab070a1b93e4cd46163b97ed1efe32136cd6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6623">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tasha Cobbs Leonard</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a41e82fb826733ae5ec89dd114f44e6ed5d5112</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247193</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YxebzzreNswbtYC1td4cx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'naija worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8048">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'baltimore indie', 'chillwave', 'dream pop', 'freak folk', 'garage psych', 'indietronica', 'noise pop', 'nu gaze', 'preverb', 'transpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lower Dens</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62579</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b1ca52b1b4adc363be8a04d995a3671cb622e25</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uTJLo3c4ZHpH8oEwGxYUN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/900">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6746</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DCup</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e03736985670c40b76955b5eba23f08098935a98</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OkVmXCnj1BPjTf5aihiwt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10982">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FNHfTn3yzVpqdUyWwej0v</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47266</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Durante</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e20b2a066e4b232fbf265a9db2952c550305fd02</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8967">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'skate punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rufio</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cc3b75286c9128a8fe0da5aaa8e5aba48b120a5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HjoyITAvSVktTCjXUa40Q</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42972</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5371">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YpkpllQrpNvPoQDtN9jLc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51dbe93749f30c9c265b8728e8a62b54243499c5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Burns</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2515">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120229</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9c13bccd111fa68e15d4e45b26fa371a62bd856</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wh5Qu35PjDbJBqAv65RGa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'funk', 'minneapolis sound', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Klymaxx</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6228">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1S9wKNZXiHbtKZETyh1jFZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Showmen</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/031be08cbf5092a0ca888eabb61afd89aab519f6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7461">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slaine</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42e99b2c30017fb595bbc88a8c775a8b7f18f586</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z1ctFe6fCr5aZnCGKt6rN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston hip hop', 'underground rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31721</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4519">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dfb6e302e5b0a07b36fed7e2bfb54ce7500a2ea</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emerson Drive</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1efrXlPhLKv7PvgUxVcqIS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139827</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian contemporary country', 'canadian country', 'contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6421">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OOlG5eBXSkSAAEeKjJb5Y</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'folk-pop', 'indie rock', 'melbourne indie', 'modern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58d0d175246541121b141ebe31d142be962cb987</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">362842</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Courtney Barnett</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7232">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aK2PiGHyEgc4wAIKQzMj2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I The Mighty</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55537</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'pop emo', 'post-screamo', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d72a880f597b68214233cfa33b209f49f888593</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2788">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bDxAyJiTYBat1YnFJhvEK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'southern rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Walsh</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d710b1d866858b418e298b6b7b087e6f841f27c1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">500188</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7766">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HAFcGueezrL5DEnxMpIOc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock of Ages (Motion Picture Soundtrack)</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ce71fb8b74c3390b4f2fe8021a68dcaca5269e2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">291</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7089">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Savages</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'modern alternative rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80fabaa57072b59c748dcaac612d177d40f48b0e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WFsBUAgQmrGQQEUyFKS60</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95725</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/330">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lVYBJYVtzSu6YH7vlMuhU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a31d641b9f2d97b1418192552fee8a64c85e52a9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ana Villafañe</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1645">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin "K.D." Davis</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20ZzK04IeD9EcQE12i2uRa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8202">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morbid Angel</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35jmO5o3AhUV70kiR7u4Nw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black metal', 'brutal death metal', 'death metal', 'deathgrind', 'florida death metal', 'groove metal', 'metal', 'speed metal', 'technical death metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184315</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97752ba29b2a6a881291f1ceaed1f4d3c46747ef</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6845">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285822</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'jam band', 'pop rock', 'roots rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wbIWUzTPuTxTyG6ouQKqz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78057c8a3385c067a5b756e803248e17c9fc03d8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phish</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4385">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d210124321eced552db5f373b38cc668376edee</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">374</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4euhIu4FOEGpBqItwyIKEw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JMKaraoke</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7723">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nick Hexum Quintet</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qUgtUPLl9HM3UHM58yeqM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3433</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5c4f2b38aaa2718199f2070da810e5e7e9fdf7f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7674">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop', 'pop rap', 'post-teen pop', 'teen pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jake Miller</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231053</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d761bb71dcd23d58cb66005427244eb29501f85</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gggmBN0erstm3YJvEGe3t</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2231">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'eurodance', 'europop', 'hip house', 'italo house', 'vocal house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52539</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Box</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tsRo8ErXzpHk3tQeH6GBW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca0734246f2fc84dc2c0b29d14db66d23c756008</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6148">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88a6b02c0c8dbb1f9a0618bfa7a0ff4f69ab11a1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JN9Jxm8KeX2T3uhedhksy</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7193">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristene Dimarco</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uWNGisbRTdz6E5O3V3Sc8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65640ef94d9bb96987949c538398efccf0c803e0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64685</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9169">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FRBBR1hNQJsqAevgSDvRM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc82e4373c910d803604d24fe3f9be9d21a98f65</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Shore</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian soundtrack', 'classic soundtrack']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian soundtrack</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6028">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Greene</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10007</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14h0UcPJlGYv5Qrjp7m1jQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b4c883da0be90430fc86d2b7cc710e3017b4c0f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9574">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k4r73Wq8nhkCDoUsECL1e</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc015e772778f47e8a47cbf72ce1a0cd5d80cc6e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32509</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-indie', 'k-pop', 'korean pop', 'world worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MeloMance</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-indie</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6232">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1735</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anita Bryant</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2M93P87MDGek6uzg7Jn7he</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e92fffdc65a8fbfd26193afb846b7aa96ea93c5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5230">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7i1WiSQVIHt4bZz8DhuylF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba7a90b56d02742b4f11649cb13e1ba1bfa9d285</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive jazz fusion']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive jazz fusion</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16031</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Trouble Notes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10021">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c63d3899cc34668df19ade25166bddedcde6aba5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jEguJ88M7nSr6tVcJIN99</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve "Dr YO" Kempster</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7220">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'contemporary post-bop', 'indie jazz', 'jazz', 'jazz fusion', 'neo r&amp;b', 'neo soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cM1PvItlR21WUyBnsdMcn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9549b9644d45dee2888252d256dc205793a8a0b1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152793</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Glasper</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4701">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CQdVOUWYfEbxhWTgQdUwm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e127e1399d4e91f256f6d115900aad7866aa22e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk', 'folk-pop', 'lilith']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alana Davis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6583</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6967">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandy Clark</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a4315a5f9a9a37e2d39dea79603cc39a214136b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31143</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vMAKlvvMNSRQRYCAvpG6S</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5325">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11X3Qdb8yMDBJR6sEjH37F</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4f857cdfd256c3d6f4de51ac4e8cbe9031237d8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max Werner</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11077">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A. Manetta</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">668qGVmYMvOeW6F0XHEB8E</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10173">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco guitar', 'jazz fusion', 'jazz guitar', 'neo classical metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Di Meola</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68164</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bBWKHfpepPOychRNFzg4q</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b65ad4e70197c8dbb281cd9480456b864880b0e7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco guitar</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4800">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XdqZuCT3I1PUbB8kvGW5M</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cfca1f8565284fcc3dad182760fe227c698321b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1359</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buffy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10865">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1672</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2386a9c6dce6f3f3ea8d1c0f81d34de509fb0dd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uVXezA2zuHxGwdKZHDOaj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Lloyd Quartet</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9888">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2694</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TAoToVD5ZWFGxZE0Alzly</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92016bac78bc5b8c31d6a64a03bf68bce0c4bb34</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nitro</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3076">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76rOhzdFrZx37hyeA5cQgZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4479</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elena Coats</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccd3733ed07a94dddecc6eea87e09b5b4b24cc29</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/27">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'philly rap', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b217f364eae67b267b38bf46887f74437ebac006</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meek Mill</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20sxb77xiYeusSH8cVdatc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3440813</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9617">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13421</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian soundtrack', 'soundtrack']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GjWNGbMtHDQ7CNYf2d7cw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christophe Beck</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/652992d5acd4d31591480259619db9d5bf601ade</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian soundtrack</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10183">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b4fd82760cc7d5e5c2220d3648c0e6e265cccde</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gAWMUQGYAteN96WM44qzo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlene</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8597">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1965bdc846a6ecbcd2f5f09b8a3c7017eb53811</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Px7jTtwBH0nHI1fYSYuaL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21763</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Waller</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9269">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snypaz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2011</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/778fa268a9f36ad2fa051f70c65367b2a18780ea</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eDMqI53WDuBtLPdBe0a9a</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2284">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ihWkKDRxQFy33afJaI95y</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24738</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TKA</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db13c2885bc21b9fe19df868a702651f987d68e8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8644">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76bf724474098649c575f6bf7f30841432fb6078</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">397326</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canzone napoletana', 'classical tenor', 'opera', 'operatic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canzone napoletana</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Y8KmFkKOgJybpVobn1onU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luciano Pavarotti</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1255">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teddy Geiger</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6fb9cc2bed1fa6184281e4b8005c6a8c3e12293</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28468</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'la pop', 'neo mellow', 'pop rock', 'transpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YIpZOfyHXMUgUaxxxgbaC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1880">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46472</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sophie B. Hawkins</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdc3f39dd97e4d69fc4f53d5a0855e0488503391</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith', 'new wave pop', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gdIwZY6Q3RXhDteYr4ZvC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8476">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/672e610fbdc5d7e0782c6866d1e7d315fbbafb92</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bergen indie', 'melancholia', 'norwegian indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bergen indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">479318</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41AbNVba2ccpmcc9QtOJE7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kings of Convenience</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1476">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">858946</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ayl7mCk0nScecqOzvNp6s</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5c72dd8955a025ffb193b9a09d44081de6105a4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'neo mellow', 'pop punk', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Eat World</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1262">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zz5UxfKSSqc6hpa3xJPCw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J-Kwon</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107461</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7842c123600abe4fc15e1eace686621dfa614995</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6142">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cQcdKlpsgSXtRa9HiAsux</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marie Mascari</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7101">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Television Cast of the Wiz LIVE!</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cb3e8b77f8b16b0cf92238b96e2faffdbfcac9b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74Ry3bhbG7yzAZOrHaLK7g</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3325</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8155">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0317d24884b7663c7a89275782e265ddf5366a3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NJhFmfw43RLBLjQvxDuRS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3016420</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical era']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wolfgang Amadeus Mozart</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3519">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c56fa4985bb53a08eaf25e56269104e0ee3bf9d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'dance rock', 'folk rock', 'glam rock', 'protopunk', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dBVyJ7JuOMt4GE9607Qin</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">425056</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T. Rex</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4008">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9950a3f65344dc22650100948c875e40115c2d52</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48015</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic girl group', 'doo-wop', 'folk rock', 'merseybeat', 'motown', 'rhythm and blues', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05sIdEkXAYDbDDdv3T56Oj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chiffons</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4809">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ee78jjr96kl0jX9gTCHtR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90ad829bd570fd9eb381bb0a322cca2da1e3a8e4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sona Vabos</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4327">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b528706b7a101887df622a1b0216312b1be1aed</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebecca Black</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Vl9fyKMIdLMswk8ai3mm9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67496</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3945">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3621</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a30dfd91c729f5a203187966a32e6e9e7417668</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Ho</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hawaiian']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ew1ynSmASX9Uec5FzBYrL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hawaiian</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4810">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XZC3xSQstfXyXnYQKvjef</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'turntablism']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23008</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blahzay Blahzay</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/547d266fdb68b54c88df04bd057875632fadc47a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6060">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2acf9df5291ea5076253e70a8de620f0118abc9f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">movie tunes</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55APUUV6bCtJVEF1O2jKNT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shelby Flint</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['movie tunes']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">630</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5355">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tourists</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tHCrc4lQw3tYsbN8G9OW7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3668</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b359f03e80d8dbc9dcb5fd4ec0291fe81c3ebf92</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6559">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kyle Dixon &amp; Michael Stein</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48555</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror synth', 'soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22210823d8611ef68adf745150298612de6b6bea</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror synth</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00oL7zWxmWveTsKF7DnIRd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3045">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d16fe7dc2fdbd92e9de97301fd0ab2299ab2ea9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1177</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mDUt0bSAdmgG3WQMhLJz9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Brown</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5853">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Cash</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a01e47f018ec7b5cf505b3bd0386e46700375b1b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BzpR8p9ihgMQBHZ1fYNlR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1507</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3505">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'canadian indigenous', 'canadian singer-songwriter', 'folk', 'folk rock', 'native american', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5exO2eW84QucBhrRhcK76x</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33773</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buffy Sainte-Marie</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42ba961b8be206ccb056b0ca7ca097bed0ac33a1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1350">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80b9f130819e4e6f6783805f30d1ce148b75a50e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mase</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wiBLzTI7z9RUwEpNPdFT6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">346841</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8423">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/beedcfd2ce84292c16a0e6a3f476adeb14e80f57</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tierra Cali</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366364</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JqzwqRUOCEHeIVRDWG5Jv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5490">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2594</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18zFsOC20KUzWDnvGdITar</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noël Akchoté</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde', 'avant-garde jazz', 'experimental', 'free improvisation', 'free jazz', 'microtonal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da4a4dfaa40d19626e9b8927fdf1f29ebffa63e8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8619">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B Real of Cypress Hill</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vNBqGjY1MAZD5Ap73Zxsu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5062</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/436e08ba136bb26a1208e8fa0b5608436e89d6a5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11247">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49BZv1Exsiw72xeczpUC9t</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c46830cfbaea2f196a0b3374d15f26b234e9702</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evandro Gracelli</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11350">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ayana</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3db4ZlgQ9ksze79UtqJt7H</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10841">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/addf06a1ce4d467ba46bea9aac7ca032134629a3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Davez Loun</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TXLIAPWU1BgZOT15JoSS7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10756">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0136aad2ebf900fcd5ddb258a6cbb35d60aed844</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2727</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62JorFOkIjXHHU7GMT9r77</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod McKuen</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8503">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28832</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iFEjq22lxpgvzhpblcc68</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ty Segall Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56c351c0e7c0a1e13c0369fcf43aaf96f05f0400</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage pop', 'indie garage rock', 'neo-psychedelic']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6307">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f94e908d0641d0dc289ab48bbf84cce581059350</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">400885</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Av6GMCOznZIlHuNcBWgf4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Critch</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2994">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89f90de832af754fa27a25b6f2c23a49ecfe130b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56378</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Last</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UyJW2eCOuXtyYftgbMxZG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ballroom</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ballroom', 'easy listening']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2650">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/979fbf1581cad677206e4840f3d5448bcc64aed3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5P6mPJKEwpIgjFIIFZhEma</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian indie', 'classic canadian rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35614</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Mitchell</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10946">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5D3YOC6ffqe2wDikuU9ljG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Riz Ortolani</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5510</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7be0a239f31becf9e8382c6368c9eb595063d32</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'italian soundtrack', 'vintage italian soundtrack']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1455">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Puddle Of Mudd</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'nu metal', 'pop punk', 'pop rock', 'post-grunge', 'rap rock', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">955157</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e67ff3a1fcbeafad23a3481ad7bdda56048e0e3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dXaa6jwM7B52GZpaJEIr5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/952">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uwaniEjl7wxOFSM4vaHvI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cap</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8458f31c1b69949b4bae668e1bc10d072b2134b4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1284">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Kim</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tth2a3v0sWwV1C7bApBdX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">751952</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32f4515ff2426fe1e2256cadef56783bfaeb52bd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'east coast hip hop', 'escape room', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap queen', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2512">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VIoWte1HPDbZ2WqHd2La7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1065764f6bfae289f03651c9927dbd84eabae766</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Turtles</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'psychedelic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253171</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7352">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Over The Rhine</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21619</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc6c4f672ab826e8c0bf7bd81afed4647dd63ae1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z26dqCz3PySR4G7HWsn93</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk', 'folk-pop', 'indie folk', 'lilith']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10758">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73c6PamttyEnu2RHZBCBvT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alana D</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c70f0f931b0c3cdad9128f3a94997797b08d704</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5168">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21543</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0df2adff138f6f5fa38a65a86cc61703e2b80f7d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'classic canadian rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Platinum Blonde</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oxTKyMgf6POnzlqM1mduA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/431">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1880380</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Michael</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c6625e90191fcdffadb0ff5c613f4662a2e4b82</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19ra5tSw0tWufvUp8GotLo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'europop', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3170">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06cd9857205de6f70a02b0103ab6573f687d7f59</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Tex</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7730</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TbXjzD8tYgMD5JU2g2F8q</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4559">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruff Endz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6447752d5715d3d0bc7bc26fdfab62591573e40d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7liFhc0PDIx8etigqd2WhW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141417</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6735">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">387487</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spoon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a3d18784c4bfe60985dbda4d3f3b4b1d79182e5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'austindie', 'chamber pop', 'dance-punk', 'folk-pop', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'pop rock', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0K1q0nXQ8is36PzOKAMbNe</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10829">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Maggie Flynn</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5b98b7e9fa0d0f67143ee0292ac26dcff2e9e45</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C7W3AEVHkmNwJnqOjBwvB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8676">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fNmOWQzfOVyHLQ2UqUQew</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eva Cassidy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'lilith', 'singer-songwriter', 'vocal jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219331</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a85d375a92fb2bd2366bf384c9c98d364c768438</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6172">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Whitcomb &amp; Bluesville</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aRqXXkkzdEBp1k3XoJCcF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c80e6c2c21a3ab9ecb5b05c7b8246b015a83a5f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7660">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79JJCxCCfJ8HufX6w8q2k4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d58951bcfdb1305ff1db1d875f8776989c100656</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damien Jurado</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'anti-folk', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'new americana', 'singer-songwriter', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116712</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2974">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rocky Burnette</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JGUkLiRAWMNYaHdUCIUvC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95956658a76035df19acc923f9c7d86ff9c42e83</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2017</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6194">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gestures</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">367</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a942c0618498eaef8b2e3344635ed7349b32594</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38vfzvLcy3BVAPGUo5F3SF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7223">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tenors</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/741bd14f813c663228a226313ca24c27e92e2c0b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16847</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IuE3Ne32K4i3BZBbr610a</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2196">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85558</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40enFxfEXXsEXKOt1vgx0k</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound', 'new romantic', 'new wave pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martika</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feae6ac7bfed92ffda49e997327aa05319916b61</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8680">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'modern rock', 'new americana']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phoebe Bridgers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab24c1feb2260090399c7f20c3b0a9dc55134ed4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1r1uxoy19fzMxunt3ONAkG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122129</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5990">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QowGx6fhL4qXLzBgRZISj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roselli, Jimmy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10176">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7G7TTMHdSQFMmYoFmoVQiY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1066</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The League Unlimited Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc81f7d621e71874d6ed547078d66ee34e1e64d4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11327">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel reggae</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/352ecb10628031cf553ca71d630a0eb38b7439df</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel reggae']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avion Blackman</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5770</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lEo8Bgl7QGsRRZXZr8mWO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8993">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11437</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i6OFguWHBz3jpCFydt3QP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Purple City</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5201d9d5a3b6b5a1799b3d886a95b4720e44f8e1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6985">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b68a231379b948e7567f42a6d98bd5b72bc01d07</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Montana of 300</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">512764</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74dMZMvy8P27oPqnprnvBb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago drill</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago drill', 'chicago rap', 'drill', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9682">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FqPRilb0Ja0TKG3RS3y4s</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/585375fae99e4897d208fb78e5e8997392b0753b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">459918</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'deep big room', 'edm', 'electro house', 'house', 'progressive electro house', 'progressive house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Angello</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/849">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1209848</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe101b8159bae89f1e97c55a96af263852a5513a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40xbWSB4JPdOkRyuTDy1oP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicole Scherzinger</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10181">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/992222766accc6c2364b6d65cbbba5e8eae20a8c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gQEXxzqwNmQwjU0Wc0Ioe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'popping', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44675</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D-Train</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9248">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1c45624db4a9195764299bc0d3d837623b6ccca</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russell Watson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20076</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hrfuB0LtVmFZ6MvPMIHTK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10550">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MtmtQbk7jz7LLOFU3utKf</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3230207c1a88d4844354f6c35b8ce7435711d580</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">701</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Telly Savalas</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1332">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">939938</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f001ee6cbf2f0a966e015574da2dc0493c51dd9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02rd0anEWfMtF7iMku9uor</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reba McEntire</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1902">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">288</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A.l.t.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vFKxAcVuWQhv5J6CO9dQz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a3e4559a8bd2441eaa47aa64c7437d8a5251cf8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9814">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dana Dane</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc92454955a3ea2a3a691e65af9cca7896630dc2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41463</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'hip hop', 'hip house', 'old school hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LsQE9hwiCyFmUUkKWYnKp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6867">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1013ce8014a1c5fb57f636fd2d71b46c5c4d0271</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['buffalo ny metal', 'chaotic hardcore', 'mathcore', 'melodic metalcore', 'metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131043</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0o7WWONtleH6PWLn5GIoCM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Every Time I Die</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">buffalo ny metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3957">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bachelors</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30890d96874fcb10111662c2407841d183e727ea</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17240</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qDtyCZRYrja9CoeHXV6FD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1958">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WbeGaye1H1KUdYWzYlTmk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fcbacb13d986f6d7f0afabc1d8df4feec8a0ee9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68923</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dru Down</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3335">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Pqx4mXYDGIDcg8E5FYjZ8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/355cab41b2614a92c1577bd54d53659a083c3f86</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Douglas</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13640</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2483">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vas6iliAP9UYM0RXBXv17</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de1e20b58e9ca0d078c920b3f04faee69caaed96</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Mercedes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7204">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7947f9c222f4f941306b27cf4c7a6b2033f80453</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QwJQuBekTA4qF7N7uLHDP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'grunge', 'lilith', 'post-grunge']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Veruca Salt</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101567</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6988">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289234</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cff076549aecf7150b57efacc8a3becc4c991e9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'pixie', 'pop emo', 'viral pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yhD1KjhLxIETFF7vIRf8B</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Against The Current</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2940">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sherbs</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65c78fa79b33ee73a95b5faef87dd6e7b6fd5274</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">360</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CGgGfN7DU2GBlGbsibJD3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/694">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234834</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a16c89b313ada7f8d935ebddebdf610377d4ae5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Kendrick</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xfqnpe2HnLVUaYXs2F8YS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9548">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8149</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'deep christian rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Ashton</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e73740470623d02b11b9b1da86ffc33423ae9ff</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YXvdYU3uqlbLRHLI5SFFi</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9358">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack smooth</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack smooth']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G38rIQnXqvSmibtPNdFwV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">F.A.T.E.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/244ba6141a94e918a71dc3e2088bfab0095cbfb7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3308">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150234</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80230921f3d0c8bd777b39133506f3e103317539</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Minnie Riperton</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2i1IdHG5w0wiSmJGoqAGlj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2393">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df1206ce5a5ffab40863574f6921ca066c0f100e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike &amp; The Mechanics</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic uk pop', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yTUYhIf8fxptTIy3KLuJD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251887</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2933">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian celtic</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69824</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Irish Rovers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9944ab9e3a3c51d473a15918c61ef6f202266ab1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian celtic', 'celtic', 'irish folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tkKwWigaADLYB9HdFCjYo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9642">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damien Sorbonne</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classify', 'focus']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">747</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classify</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43ad0d0b482f5c616656847f11d18cebeaadfe79</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nY9JCpZWE0HSiY5qrpH1C</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10543">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0694abde5f67eb46b8acc7b75654de2c616d5aab</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9080</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bboy']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bboy</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Babe Ruth</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0U04xAocTetRnA7v3TYQ2i</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/601">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hzfo8twXdOegF3xireCYs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1135970</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b827277c1b0a5a760843c9ed706d0c8ba550a93</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Milky Chance</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7110">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">451439</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41e7ea4f99fe4b2ce6740205e56ef723dc9b0631</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Il Divo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KNZ9AOjBajjmr6ZR2VGfl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4854">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KdOlzgquyDPqR2Fi8EcnB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c37d5a2fc51aee9934b3415ff87e47bd9bd4cef</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7995</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shabazz the Disciple</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8353">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EN0BcOIHEc40z69euw7J0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Mayfair Dance Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3711ccf49e16f17ea363599b7a418a9abfa32e4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/879">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edward Maya</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f34fbac1c1964fa1326f83bdb95349e758238b0a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128239</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XwwFnewNgWp81MYMK8zLq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['romanian pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">romanian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6401">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62190</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vYg01ZFt1nREsUDMDPUYX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'la indie', 'modern blues', 'modern blues rock', 'new americana']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c57f156c86497168de04c6eb895cdfbc0431e60a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Record Company</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9026">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/604b6f65c9c82bc277768770dcf2b09cd827ef73</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Thrills</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22263</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tYc0gVOzssZmLpVO6wh7L</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4173">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EVZqrbIyEYGGite2sMhDk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8dcc2bee33946aa6134200572c3f8197beafda7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic schlager']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic schlager</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peggy March</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11325">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">942</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52o9SO5Qt09Vr9bDCbTbmu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/049a63e281d7d18e8e4fcd29bea12325637bd906</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlene</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8733">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CAEVKnfAK7ugwGNMSqUoF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'piano rock', 'pop emo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cinematic Sunrise</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfbcc35be18f5cdc9f73c9311e3df61de75dc4c4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6878</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6829">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'la indie', 'modern rock', 'shimmer pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saint Motel</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">311701</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b5bd8cf5d3c59f9234d72637879ee58a16d352f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dWEYMPtNmvSVaDNLgB6NV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2412">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3008</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mRev5KzKOgQcZjWanwBdd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Escape Club</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27c3b9b98dd2fdf9ded5914d8933d1b72e03358b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9478">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">602</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7de490798ca9148ab4922dc0fca76cb660f4ec93</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wQuMWSrWwc3R7vNWh84k9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kai Rosenkranz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9899">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yJlhaqziKf3chFEX8RV84</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brooklyn indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea42dac7149b7b96305d31278b636dc03c0fff0c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghost King</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brooklyn indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1638</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6398">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Interrupters</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['punk', 'ska', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131254</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db520ddd503ea683d8eca620cebcc88f237a89f7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25Maank76ry2Tmbi2Ql1SF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2364">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zq8pfBl4ejCMrWdeAdphc</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47886</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Murphy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5e4e1095532a2c5c0c63cf6d0c13e9c5f973478</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8687">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7532cc208d856876f85f7b3397d864d44ac782c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vbtZfRJjn2QLhPhtYpiqi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67101</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daron Malakian and Scars On Broadway</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5124">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UpHyjBIGRSHpna0GQ68bH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9335</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Willis</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d15c5f6f5cf580d627aadc3c1095e5c16f258f42</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7900">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67562</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meredith Andrews</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qk2W9h3eE5UtPJlIatzsY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/775901087cde40ec4b72b866e1e6ab7da1ff09d4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7648">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/429e60aee2b6e9ef39a1a197b9ae2e5b6bbea455</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">625853</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pTE9iaJTkWns3mxpNQlJV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bombay Bicycle Club</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'british indie rock', 'chamber pop', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'shimmer pop', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3270">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jEiUoyyJNPHzSR0Nib6HX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ea9294ba9326b33a9b935dc18deeb5f04addd6d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walk Off the Earth</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">437773</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7624">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road', 'outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Fowler</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36575719226c059751ea9239ff1ab765e31b3370</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NKQIkHTjxD5Ovj6znGV1n</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61338</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1932">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2y8Jo9CKhJvtfeKOsYzRdT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ca37b557da4d1d62000919ee1cac217894ca7f1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod Stewart</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1529729</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5131">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shirley Murdock</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">446ZfKMyzU2hwfHA4CI3dy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c0b89d0d989202ce22ad61b9d76e06c4a7fa3ab</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86806</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1457">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nirvana</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6olE6TJLqED3rqDCT0FyPh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9293205</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84282c28d851a700132356381fcfbadc67ff498b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'permanent wave', 'post-grunge', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3950">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54fd1f1cda43001a29e73343d28c82b68dbd82d6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hot Shots</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aXiMZrt4avAeA5fO4HDiP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5411">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4565</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pRXhFeDRaYQgCp0lj2X9r</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gibson Brothers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24e8ed4959d0c4823c25f36bcf149626027e8a9d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'vintage french electronic']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8060">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f47d286dde0979adf1d5ada255061cc250a48f50</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86779</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diggy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LuUALONla8DJRSCiGONBp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5389">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea0414f2bbb8ed5fd3ed27e465ea860a6214c23c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1imvLPBvQHkf3PN8wKz5zg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Lloyd</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3910">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sagittarius</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2G0qagNyJSe7wZLJCKdfFA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1678</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77dcee16b1fae8a711772219f291b4d51ddf82ba</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10288">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73YjjAQDuLJsvRVKLEyNTR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KCN</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c71953ee88a6f9620afeb3dfd7148b7d77600ed6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8384">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'movie tunes']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EjrRJZBrUhYqcgmYF69N1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f33044fa0c707ee7e679290f2fd0beb0ec434b7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6425</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MGM Studio Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6090">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie Guitar</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4d2dDZ4kx0YKLfEuSQ18H0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/838ee965610cc64ce00b75e9fe28524816d4deef</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7574">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c0ecd2801bffc84317ca48fdfda12c8c051c5b8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8019</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3G3O90wIZmjYHTX2vgTVRM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Clyne &amp; The Peacemakers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6803">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Giacchino</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131495</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kLvhMAuCloLxoP1aVM7Lr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4588a3fe5a5de7fd4f60a4cd1dc64a732cf9ca3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2067">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'rap', 'turntablism']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101088</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8630682d26ab7cc3aa94495b80d78d66531da6b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lords Of The Underground</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Q9sCBpIyS6yM2YyaI6R4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6872">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'chamber pop', 'chicago indie', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'rock', 'roots rock', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26816116d2e836116ccf596a855160be5657d936</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wilco</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QoU3awHVdcHS8LrZEKvSM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">466625</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1619">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64ccradw8gAQn9gMQZmEha</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa "Left Eye" Lopes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11349</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86d696aaca1ba8b568c769ed7786f5ef0b96e91c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4626">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e44a38affa5324c5cfc3b182ca7c5d9413b21b5c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Before Dark</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1608</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24oWuzi9YOuHwjX6WTTCob</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4926">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allen Gordon, Jr.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75fOSyEWugUNS2xHdv66Zk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5058">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08123a91ab6f90a1396a4f342645797c0540b5b7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Groove</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112V4KoOrCzGbl4fodSKDA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">627</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10557">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2I32LrQaZnyMGr5WKjzMgP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Moore</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">872</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9198ad9cfeaab035934bf241f87b37a10df0f5b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5915">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'merseybeat']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0l7TxYWNUtEgWocjz8IaOt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Equals</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc5b8e878ecc1a6dfb72e2fefc82df9d9dd9695c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12995</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11186">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">H.Nakamura</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10rNXvDm1taanVPkHd2hNo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9163">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2X5LGfIQWoO4BaDSvhhD1w</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7105b1ed2f0c48ad909ae4e6f45c78baf3fd4940</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Mário Pires</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4535">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8424cbe04d9a679d57fc366ac68690f8ad2be9bb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iwS6LJddmu3Rldz4aGpCi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Javier</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2499</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5657">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af8499265971cf66dd6d1965b21bbd08e5ec1f8a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Fairchild</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SQp3obrtdq8uxsZxFCBJu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2898</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'country gospel', 'nashville sound']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/158">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1606709</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cc72d9980641a907e68e30b595c3975d6c5e5d0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Machine Gun Kelly</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TIYQ3jFPwQSRmorSezPxX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/257">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2870835908cb63f0c616eb079e6ee99b54944e5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7f0OLhGgBMX9fUjm1dcPip</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice Merton</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201414</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5992">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6303</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c10e7760656c0940d550978a0d4919d7f6493038</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Y9xnCbmXGhmpJymwpnxCz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crispian St. Peters</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9106">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hyphy', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f6e8fc61c34207d865c90b1a62ad67a11475558</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ndMofuAPmTktjONZv20JL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38410</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yukmouth</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2443">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IRouO5mvvfcyxtPDKMYFN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77908bfafb3e866c2c6e5bce58d51466af04d42b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1271556</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foreigner</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11235">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crookers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fidget house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65979</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b2659513f22ebff139cbb2a3c6423588073568a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fidget house</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3o1cwVQfiDWafhYA02k13C</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5736">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HClZjLtMNS3qqDNXXQc3h</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Almond</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9065">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubble trance']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f6b50ecf59533c07884792877924b491dbde2f5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1059</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubble trance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Woody van Eyden</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4G2mPOOfWyqNO338GJTOK5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9641">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55769</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'bow pop', 'compositional ambient', 'experimental', 'experimental pop', 'fourth world', 'laboratorio']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecde4f6672406f85c6f701ff82a35cec11913352</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hqB3Fxgin9YGYa0mIGf1G</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laurie Anderson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10187">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44698</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canterbury scene', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Anderson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iptQ8hQmUa7kZocEBHt7u</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dda9ce545721960c728a0d5da125da0ffa06140e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10344">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qvS1CTPZHz1KyE2jx92pQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03ba6cb79685cc78c492668e3c252e5c53b3cde6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4631">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">#1 Garth Brooks Tribute Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31TtMvQIZOdNo3JOCExGlj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1666</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b819275c3938174af76aa055d2dc2e7759f8401d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6752">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/faa1b8b94bd16725121d18bcb7bfc3c675b7ecbc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'melancholia', 'modern rock', 'omaha indie', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Z7gV3uEh1ckIaBzTUCE6R</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107908</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conor Oberst</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4686">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yllucl3269fkBdlam9Xot</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swirl 360</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0aba130a95b8bebe53ce374b06c66c067e02f6f2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">683</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1652">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a07f1824599609d34ddc002d5437e4af2f3af628</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'houston rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iFf7x4gbonfRVAvQ8Wsoh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fat Pat</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120369</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2322">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71b818bac2bc8c9a1131693ab8c17f49aaf61972</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18209</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Page</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TPWj56uIO4N5puju96P0J</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2481">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'motown', 'rock', 'soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b2bbbe1dde191c637271fab24ff66fda4faf4fa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zaXYwewAXedKNCff45U5l</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213053</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dusty Springfield</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9719">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0aBCjuDMg4Bh7SU0ayu4ov</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mauceri</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4edb932f1a3e33f5bce71c6a3860290716924815</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2455">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42000</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2The4Ur661sLPGndcUuuLu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23cb44389552a8cafc29821e48192df85a4b1587</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nu Shooz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8904">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'southern hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Cash</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1617764c6312739306c44a1ea581d55beaa2d309</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yWmIWMp59ZNzdFkMjtMoD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3057</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/283">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cIc3SBFuBLVxJz58W2tU9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oh Wonder</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08855f6f3b24efed3426583e06b33cc7fcf0f28d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie poptimism', 'pop', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">805104</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2628">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7b85ve82Sh36a3UAx74wut</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1066816</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twisted Sister</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/758604f17b98e5db650adeebf9cf8cb55feda0f0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2376">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zxDewzd2j1ZdSBGaYcr0y</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a15f9228f28116fa806529942dbe38e8e0123388</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'new wave pop', 'power pop', 'rock', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Outfield</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247142</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1526">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'pop punk', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">486514</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f037146240aad64f589b1448fcd703ba515cc24</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iEvnFsWxR0Syqu2JNopAd</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smash Mouth</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8563">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44816</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/405c7c7c38f9862d3fbf0fae8e085e293f27f714</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lYXa6aa87Tz8Jzv1nW4HM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">There For Tomorrow</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/722">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20745ad5adc438c4aec164ca3cc2e04ed3abcb99</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0z4gvV4rjIZ9wHck67ucSV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2008347</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Akon</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4969">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/056e467421d0025c4ee374208b2686102358707c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damian Dame</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">794</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iBgDj1dAWyi7R5J6KYXJM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3532">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Butler</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f72a21d687cdb4012024fcbc59363d819b642b19</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'brill building pop', 'chicago soul', 'classic soul', 'disco', 'motown', 'philly soul', 'quiet storm', 'rhythm and blues', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68002</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0U2mUJuJkthantMGmsJygP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4978">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c97d3521dcbab7634d904619dace8d1affa5531f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tara Kemp</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eOD8TGo5Ek80Gv7VIqFij</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">859</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3398">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55861</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2c5fe19fcd0d1aa6d7a2692df0d17d9458233b5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'hard rock', 'rock', 'southern rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07xwCifj3iE7F6fYHin4TU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Oak Arkansas</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8836">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NEn1EjvSWizdcloW2rtqB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22951</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kingspade</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19b3028aa3213ccde169c2386abadd413165af31</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'rap rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1484">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43e9ae35ff7775ee3c45fadaef96d9e14f63eb54</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DToQR3aKrHQSSRzSz8Nzt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'new rave', 'rock', 'swedish hard rock', 'swedish indie rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hives</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452891</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/334">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'latin jazz', 'mambo', 'salsa', 'tipico', 'tropical']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56b3a34dedcaa9a3be3dfdeebc60598b4d13c8d3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">491911</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rubén Blades</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BwMgvRwlq61SmknvsVIQj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9160">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9927cf7b4ad188888a6e94e9baba832908717e5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3P9jdZehQvmAoTrWU1p5zt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22292</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlotte Church</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2956">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7267</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Meisner</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5da155a1c8ed8a4eb307ffb5574f6a22be11c8c1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00f43SIUld0KU349dnwsmC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4215">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e5f03d6bf24353105231ecabf3253270f7f612c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ugly God</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1563047</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Fdm9TFJQCLmC3AWMuGExi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11105">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28838544d1d0c7e32ca737731f7e7a6cc356c107</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q25oFANw7zA3kD2DPaJ8D</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 2000s Karaoke Band</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1127">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101312</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electroclash', 'indietronica', 'new rave']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2K13AVg3bFpHSxDM1vJ0qA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac1e9591b242723ed91a3be3911fb63b9c8ce1d3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CSS</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7805">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1M1BzRih5AtN1YismugCWi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9c01684103472288db531a1cbab65281c9bf433</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Groove Hitz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10170">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28LMEAFnCzQbIKfhLIctT6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BigMacBZ</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6abf49118f79bf3a606a03921000f77b5f900380</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3011">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2203a2f8b70a214c9d6a7c9f7e9f8cb5ade95d96</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236948</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'hard rock', 'rock', 'soft rock', 'southern rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Molly Hatchet</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZqBwBVB3dsYWL3d5Spi10</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9025">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'country', 'country road', 'redneck']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cledus T. Judd</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AhfLNt7teChymEclbsHlo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0de2595574d57097011056b93b9de4c6caa3f336</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13888</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/360">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73ff7fec13fd0181c3252f51c08a33689fef8ea2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Descemer Bueno</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5luyt0SUvGkDMY4ILP6Qhl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27244</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7912">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">opera</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dkXCmyrSrQteo0gwOGzFl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a46dfe1690912e35ab7306a8470091a56d47f126</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68261</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katherine Jenkins</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['opera', 'operatic pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9200">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Course Of Nature</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tQsX5dHCbKXavQ1le6dH5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'grunge pop', 'hard alternative', 'post-grunge']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8825</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef095f516da37bfa83ae0ff0b588919a18e3aa5c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10873">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'easy listening', 'exotica', 'jazz organ', 'lounge', 'space age pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10261</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter Wanderley</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53a62efd0d8945e99fd68b3deca94fa5eaf5293c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FKfMww5N8dkbyo2sp9nBA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2172">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VrvtMPf98keYfWoBPx4OR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36308</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tramaine Hawkins</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c05ca172f4347072977da91f303efd1b629d165a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10026">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic uk pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">China Crisis</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59224</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f66c2c33107cc14f0abbb5a88d6d1464bce869f3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WUphJOGHE5i95IeR87hsO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2902">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rickie Lee Jones</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'folk rock', 'folk-pop', 'lilith', 'mellow gold', 'new wave pop', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84382</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86e0a7d82cf98814a31cf1ff436d9af3b195d3fb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dYkMe3wK29DulSa0uR8Rq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4425">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9984e18b49d8b56edc4387263f44b08616e3c76c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">420</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anglican liturgy', 'classical organ']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Briggs</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anglican liturgy</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fpm54DfoAd1JokubtQiNL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7858">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139640</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rilo Kiley</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/241e5f4096e2c55e5ef9cfb4020772b8d6381eea</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'la indie', 'lilith', 'modern rock', 'pop rock', 'singer-songwriter', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cevwbv7ISD92VMNLYLHZA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6005">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86dadfd6c39d8f69a282b2ec1b2f39bcbf9ab411</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Instrumental All Stars</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01QifrMKfKYrfMWuog70z6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">676</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4036">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jarmels</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c15870195f61dbaa63c98effaa92dea879685316</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e5v9t1Ld1T9cQMBiRY3K6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">383</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doo-wop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doo-wop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1842">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">438082</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Gill</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oHzn7edwmrYClrPRINkbn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbb7091473781b6c1d0cde81a81c4321d22fe030</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5066">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f850fdc1fc342d25f8c120bb80494d2a37db4c8f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ De La Groove</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49D1YJBrNLisNMAKa1rkdR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8244">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0aeLcja6hKzb7Uz2ou7ulP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391658</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76ea79b6425f380ffe66f1665881529a15213a5d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noah And The Whale</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/480">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'punk', 'socal pop punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FBDaR13swtiWwGhX1WQsP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5237886</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/345f0de2b6bdadd50e7b5236324e9d2d1253a7d1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blink-182</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5749">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b32b95200e7fd2eb85ef5ecc074491824b86f8c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">710</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac &amp; Katie Kissoon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bOxMrYSU3bFJJHAUNWAJZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5140">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b2cbef5f436863c13a003f71f1959c5d620d377</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xcuvl9Q3S7Q3b2b0dTJca</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3704</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oran Juice Jones</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8197">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mack Wilberg</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74bd74f739e5e11b280051820c8e10c1a843abbc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">513</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Zpql3RdMQjunbDKk1bIiz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lds</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lds']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6498">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I'm With Her</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'indie folk', 'new americana', 'progressive bluegrass']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/410926e69459ebb32395288a4e129779765d5b3b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42087</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oXddLOOjkoUuC2sX1RMdr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10331">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tkgLX1wdWoOu2lyeQNYAi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mick Taylor</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9492</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e29ad92f393de64e8ceee8bf260fb0d6f33d5603</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8283">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shake the Nation</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a235259d6dbc0619fc2c3ed531295852d8a9486</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oxfyHOhHZd9AHiFzS7st1</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8632">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcfeaab504872ba5942838194f697bfaef0efe9b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fiction Family</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11536</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bokLXmltodf13GHlsiQD2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8621">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'early avant garde', 'early modern classical', 'post-romantic era']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd55078caac8105a3799c9d29f5172410da0c904</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erik Satie</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">459INk8vcC0ebEef82WjIK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349132</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10884">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gospel Messengers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6U8BFVbn8vGM5xMcwWrGC5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0023a84a6281f2a6d2b9f505dd2edf8bf8889e78</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6565">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KB</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c619fe27003de2745a999f33fc0cd8af662542ca</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77IKXFvO7SpWrq8hflrUXc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian hip hop', 'christian trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208555</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1729">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip pop', 'southern hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6a0d5ae42af256dce3a1b435ae8ef75479d8895</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mia X</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66169</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2d9xPZQzgCr6ObcDkUmjLu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4937">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73889</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'jazz saxophone', 'smooth jazz', 'smooth saxophone']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Sanborn</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1046bb9fde4283e3f6333413a9b9b44ac08d339e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vNcTk9TgKF0qDsS87nWGE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10473">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Baza08TPsvJRZaRgp2A6M</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Muscle Shoals Horns</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2929e56da692740fdc646ebfd8532e390490f426</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6211">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6cfba62a6b4a468b522942927b7a6f638a9f684</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['merseybeat']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">merseybeat</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oovWTnMtmERd4nCPjg4Pk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1987</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Poole &amp; The Tremeloes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9445">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Indo G</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7885</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AAfOtcrctNWvDpe2AKB1M</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3df8230f7bd0ad022d1b3a298eb978648b79a99f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10954">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Beatz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BMjvmjve1yNzRSxEERn1a</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/313392a3e2d4eb73f123ab46eb5499c0e069f427</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3744">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0En4EEcDMJ5kaUCf1aZ9js</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83993096cd152dbfec3804c3411ec8b98100f3e4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'new orleans funk', 'rhythm and blues', 'rock-and-roll', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22016</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Dorsey</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7596">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Hutchinson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e32309c79c8231b7975e8d88ac66ee27b9a06ecc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39x8gyJjTHiBQklFgVJSV4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indiecoustica', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104636</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6795">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35346</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lBpdC0ZU9G6dm05V1XAq7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d495dfbba824f9cfb46ad12135345de1f3a843a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryan Lanning</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1595">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Collin Raye</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AwLiAGc1rRLrCepj5rdTI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'contemporary country', 'country', 'country gospel', 'country road', 'country rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198527</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23a9ee7f8823fbb9c0b6c0e4704773fa4bfc7c41</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4065">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ballroom</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Horst Jankowski</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f7fc1db73d0b84613281dffdf0cebee2b34e281</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ballroom', 'easy listening', 'exotica', 'lounge', 'space age pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2377</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YJh7LL1SsLgWfSXjIFbfg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7146">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'deep underground hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop', 'west coast trap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uFc6StTmJBvdHPZFDkdJy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey Veggies</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206536</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/447f35b945f476df6f793429fe50cfff8ce157a7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2205">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hip house', 'new wave pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16521</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c7722a46d98e1e88da1ea544a85dfd2f7145c57</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zVsfeSyFbCey7rq7PasHp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cathy Dennis</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6021">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kly36B42fm7GaSkV5y7zc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">It's A Cover Up</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2d823ba748dada927f0abd978bd09970761ac55</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13665</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8193">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Alvin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16017</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c7b322c84bf626abf337a7a877dde5120eb8902</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'heartland rock', 'new americana', 'outlaw country', 'pub rock', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QSEKTN8PPjVzniAkpJ90p</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7876">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19ba5bc9a216f49c44c194b1f668483edb250cab</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38euc5ce2q2MMzaoJcPstz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Rouse</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40211</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9714">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25610</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2szQRWh2F0RUs9bkbepwok</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hothouse Flowers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish rock', 'new wave pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8dfd6e4d81cdce9fa79cf911e60eb1a0a9716ef</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4811">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113931</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kool G Rap</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd61510dc68309087e06154abf9b097a454e3ce1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">099tLNCZZvtjC7myKD0mFp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5320">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz violin', 'progressive bluegrass']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9e1f8d533fbbe1ee4e2b455173c5d80f5a59678</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark O'Connor</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6358</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz violin</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zfaMrd5q4szVTxVYWuoDV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5846">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17rSwcIT9qu1OybU1lReJB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10064</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ferrante &amp; Teicher</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/965a500f73b304aee9c1eed182f80651eb4126df</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'exotica', 'lounge']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10806">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3962896257f021987b174f7e556f1e3b9172676</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ikzhrDxxKtltGBkYCCQ5Z</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of 1776</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9757">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emmylou Harris and The Nash Ramblers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d431e207b0202c52eda8bf29887eada6252669a7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57THTOeM3RYoyRywtBb1ma</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5006">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44200</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0isDnZYMWbwDz7hzw0XRjt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Cassidy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be259200225baa517f39bd668c97600f2e0d73a4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7672">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bhaskar</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115057</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kT18gnkVrCz8xJQcrib7L</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6bc5b168f3c2be95aa8fc0898def1d6d8bfe5c7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm', 'brazilian house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5798">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van Winkle Teegarden</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eONf4ItirhzNGg1Acv8Qw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7446">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118129</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jenny Lewis</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'art pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'lilith', 'modern rock', 'new americana', 'pop rock', 'singer-songwriter', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cMVRrisBpDkXCVG48epED</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ce3c9907ef908c7351bcc556fa70b7e0ec4a64a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9001">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">716786</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Mz5XE0kb1GBnbLQm2VbcO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d39cd5769332fb51014cc1cc9934c8890fcd49f7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mos Def</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9998">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Winans</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63055</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec8c71befd3b32f4a5256dafbbff0dda13fb886</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EQrc1Kz56jCHgJ895CZJ8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8724">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8561f57a8473e4b34630b20b1d4bbadcb221579d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cddmXsTEAguEoWtO5g07c</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'folk-pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4488</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlotte Sometimes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10447">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RP00BexofXuVNBtlZRx5C</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Racing Cars</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f33c13739dd14630d8511e65fd1a3aba7342543</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">715</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8949">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'turntablism']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf8bf692342aa0c5f165c687ad9b6f55e4339039</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105599</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42Np3r8zXnaKcjLQsQSjyG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blackalicious</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1939">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Order</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'electronic', 'madchester', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'post-punk', 'rock', 'synthpop', 'uk post-punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45c02cbba9e991c4edc03f856a92f94bc3984f08</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">954766</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yNLKJebCb8Aueb54LYya3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6045">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Qix2PtaC8xSwi0cbepQc8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Lewis</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2663c372338ff3aead2088c146e08286929cc961</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11485">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BLq9NkodtZhEtiVNqfKAn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lullabye Baby Ensemble</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd9866cfc9e0c3dbab7c64d356e2050ef3ab75fe</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4148</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/42">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perry Como</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183482</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67994599f4a13b71c23e0fdfc2ffbf9ab94bb513</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v8jlSmAQfrkTjAlpUfWtu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/747">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We The Kings</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">906809</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neo mellow', 'neon pop punk', 'piano rock', 'pop emo', 'pop punk', 'pop rock', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ao3jf5d70Tf4fPh2bnXVl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94b8cd0ac83d5554eba498c29f04d32b3db80a71</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8877">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d075842613ad104aa5d7a9738ca0c255dd88827</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22799</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5piZN3Q0FnT4RekM1zUiSR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crunchy Black</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2739">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RSwLfG8Zw3ChFI2aOh4HO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jenny Burton</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0e70567b48163b4ef926a3915f6911b2fd29828</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4403">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efe7ff0571ad11c7bd5b40d2b171b566d444858b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AVVj8ezW2mJ0v8u7XydiF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">428350</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saving Abel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8495">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62778</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fb3038d433827097644474082ac1a14f884f7b2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Despised Icon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MjNMjqBpaQ0P8ebfbZjYn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian metal', 'deathcore', 'mathcore', 'melodic metalcore']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3984">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c39b7fb88bc85c058de0c1151184e6a7f8afe98b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Reeves</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ev0e8GUIX4u7d9etNLTXg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159033</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'country gospel', 'cowboy western', 'nashville sound', 'rock-and-roll', 'rockabilly', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1029">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lKZWd6HiSCLfnDGrq9RAm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00edc3117a942b34040046a637202d409aed3305</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'british soul', 'dance pop', 'europop', 'pop', 'post-teen pop', 'talent show', 'uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1882176</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leona Lewis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5464">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Anderson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gWNSMYCSHF4wxIs1XTSDh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28729</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72dd285797e86e04bf0f344e861de656b149991b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1251">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3f01dd65c52328f2de834a47d58cef32c4508b2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zpNfYJcPavd1pqLXKiSvl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pagode', 'sertanejo', 'sertanejo pop', 'sertanejo universitario']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pagode</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">657096</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edson &amp; Hudson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11487">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N'Dea Davenport</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1a2b7adab7388aa7ab8cf7f4937b08cae130a99</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JrR5OwlQ3XXuDwozp9tYT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1514</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8309">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oERdzrfb6kmNMzPNINZib</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'video game music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martin O'Donnell</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e194c6c3fb2fec7ad3aad59627b37bd01d766ea4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50060</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6137">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ls9QwSDJmmP65RnnEJBT8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Jones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8a51ede9862eec7d0dc4ee663b85b2483ad2916</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10853">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank DeVol</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'space age pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08e9f92e2bbe7d887d2f639160c528beb2a8bfe6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72BrsxA7krL4YXPpAivx7W</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8799">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Ht3puBDQIHTXvQTYYI3b</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53584</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'hampton roads indie', 'piano rock', 'pop punk', 'pop rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/526fdc89379af3ecfd722056ccd12030368c58b4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mae</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8751">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5abLT4tuAZuFx5dKHaYSGo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9c6f13b03e7efbefc2412d314a0f4b70bc72091</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Matches</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13135</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7061">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Jrxnp0JgqmeUX1veU591p</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b32e98c2d217e1b1bd20167994313243632c2008</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Santigold</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">497611</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'dance-punk', 'electropop', 'escape room', 'folk-pop', 'indie pop', 'indietronica', 'new rave']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7477">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44ac791d3034f9a291b987ccc3c3fcc528f5e9a2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'escape room', 'experimental hip hop', 'freak folk', 'hip hop', 'wonky']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80607</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6C403AR4y6PjN0xNNGh42m</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shabazz Palaces</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2832">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aq8T2RcspxVOGgMrTzjWc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'synthpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soft Cell</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0d8b1ef988e6073e205234abc6928b31306a8c6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279025</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4461">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zig-Zag</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99ab982369a74b29dd94c26cab3aba74c38d92d0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BT6RSmZXLI72Y4AmQlONN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6135">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Derek Martin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1002</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04055419f49db8cd4be887150c81340de9711f8d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wmdEPqPmm4Lj4FdZtQv6S</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8547">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Street Sweeper Social Club</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YghQU3PwfnDu94PRfE4pv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'funk metal', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12792cc561b9b304f724b9353f8e4bf434eca4d5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21221</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3327">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48584</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Mason</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0993de608213cdc985a6631a54b9c760ffd09b5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'philly soul', 'quiet storm', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PmZd7YOaUgQwhOja44fmZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8052">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Odd Future</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">575615</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/382e1123192a9b2c8da4ca16a950a6773c0b0bc7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'rap', 'underground hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xpkLC1MxiPRiIJUDEzuVm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1559">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86897fa97f793dbef565ac8c44b0d5d19707079c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KeKe Wyatt</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KWcq2E8ejxp78jdfpCd4K</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">347459</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/44">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea76c82c05174105751f850c8a1db426dd03aa78</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8801807</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lady Gaga</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HY2Jd0NmPuamShAr6KMms</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8349">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Hylton Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TXBtynyfyelfhhdJXd9cM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1883b8498a5b0ded39be436cb437bd28a6e6766f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3552">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Undisputed Truth</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d99d57b44be677a0c738599ea707edc2f71ca97c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15379</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tkwWmcZOQPNbbIdknfBsw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5524">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RNFFojXkPRmlJZIwXeKQC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224054</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic uk pop', 'dance rock', 'glam rock', 'melancholia', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryan Ferry</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32e9304461be34efbde16feef421e939411aa7f6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4152">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Gilmer</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Vg8U5m1yHwqRyQMi87tay</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6504da535516f6032234cf4f341d80fc58bde257</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2499">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc5c1841b5b126623ad710c4be2cff6f9dac694c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vonda Shepard</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dhxm9QdU7nzflPS6xGQ8P</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18577</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8415">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s9MrSopEoAn8JqwBipgdO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65433</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Brother</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/949d52d2e595153ccb6be293f4c36ecdd25013cb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'nc hip hop', 'neo soul', 'southern hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2014">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d8a29fa8f99a56fda45cb604e5addf058c394a3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EpVYXcMdxyQEMMaBuDynU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suga-T</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3297">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rusty Wier</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ada255f129ac8fbd538d447008a000728195389f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lzHv5qwNmlLHFhhL7w9TP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">857</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5920">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb852d67c30a07c0122fb34f37c0d72a4c5aa916</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UmPZOpOL6veEtZ0g0J1jo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricardo Ray Orchestra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10207">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4551</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">594LqcHtMvKoR0URmSiYJB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'quiet storm']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe5503db7a3ee7f1931520f8a03c29</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syreeta</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1984">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kL8ioxe4mWK945hvcHLkS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7409</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yo-Yo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daa065a93551345d1890c1b86bfd554e2a8879fc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10630">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98499b50e58c0a094fe561d1c9cef8a0d4132ebf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nat Adderley Sextet</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yXThnVYkHKmHYdcsluPHM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4749">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2h4ndKS2vRWeFLpq8ARu0D</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'cuban rumba', 'latin jazz', 'mambo', 'salsa', 'salsa international', 'tropical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Barretto</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75461</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/740630e3d3c43b834e6c32c1ec3150beb4a490fb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5072">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62700</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edie Brickell &amp; New Bohemians</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6265c5de2892a3d38314bc5b48390a0c317c31d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4awU3JRQXIYoxabdwO92AU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2573">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Art Of Noise</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77zrvBORXcnTyysjjKRfBU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'electronic', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/979f5852ea64c9112ed86935b0243be59db29a30</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65622</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7923">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cafff7c18405c44d3f89133fd9164f0de58a3860</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">423</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6exISmHxzPKtfKOWwkVHwK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Warren-Green</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestral performance']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8049">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97009</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Point Of Grace</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e438c77a71a8ae01b21fb04cba506e51947bdb8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5y1gFSVnE4DGxUxHeKrGk6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5819">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tee-Set</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2130</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uBrmlGaTI6nSg4JpVC1VR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'nederpop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9066fc1c9c7d9109661eb54b078b3f45d09d1403</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/890">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b12501f433d9b1ea6b4955277115f568134b2ef</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uCmngYSlTEELzZXl1z1dV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82303</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Medina</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9041">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52772</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Jotu5LupekFt00kZZZ7C6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'celtic', 'operatic pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d59af911457e099bc02db0740ca45039bab1fc26</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hayley Westenra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11386">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2038</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hamilton</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a278bb19a752e1ce4f5b88c51a5e4e63d709e0d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56xde3bnvx5G7v6Grx4985</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4835">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K7</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/714c32ebcae085ed25030aa7d31a21b7419ed886</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13800</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23H1ellgs9wxOBx2V0fkao</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'hip house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10994">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xngxYYzk5L7EPBsNRQODt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1130</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Few Good Men</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd525162f644db0a51042ec912450cec85c553e1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8377">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a174384858f502a4ee59cb2ff70273001cceb25c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddy Martin &amp; His Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Y4Uq2iVYJpOfvERQ1siqO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4144">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74NkPphzSkrz6SIw5g6Y5Q</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick &amp; The Ramrods</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6019">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6255dcc85ff4edb525fa3e9c45d9f85a549a722</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WY9RIHsINGWgV7Ne3D8gx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spyder Turner</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">189</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9928">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mBf7eusalyTh54NbiaWlR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7363</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5504fa0519fa9d79e65c1f7b3e7aa17b77f3f684</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard glam', 'sleaze rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jetboy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5783">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c83f51c409638e3d8ca2cf2c7428066f8a73fdda</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FDHhQrxn7ZP9vYaI8gGqw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Walker</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2539">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Charles</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20c30e31f796ecb901ffb5acca6ca3d77fd5341b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic soul', 'jazz blues', 'piano blues', 'soul', 'soul blues', 'vocal jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1414958</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eYhYunlNJlDoQhtYBvPsi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2991">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83c3f5b4e1327502f3c4f1f186ef928a9954dac4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Caldwell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V4Z3qMCwYofWHtip6ePF6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68515</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10791">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4984ef5ad9aef3aa2193d153e68209be8f9b01d0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3594</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f1OLKvr06mLIFI4UQaV8o</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweetwater</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3570">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11509</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stampeders</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cd9a1b2cd0d13f74b6e1385e2f9f6550b6f5445</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39uv7qSNwIoaAtWNioWnxp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1103">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20301</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8fc472f8c886b3252e50fff64ec241f61988d63</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Felli Fel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sHWvTWufU865WrWckjyE0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8335">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'dance-punk', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'quebec indie', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d23304d2b526c0d54dc544ca95eb504e2c9aae16</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97437</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wolf Parade</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XSqX2PB3C5dTMv7SZaxSm</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6651">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rings of Saturn</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'melodic metalcore', 'technical deathcore']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58817df9b4119007684bfab3d5fd7b5865d18550</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67Zm35qXdPzYfl1c3M0toJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113747</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7129">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'roots rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a13eee07307adc70fe177f0fa73e935cb909afe6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08avsqaGIlK2x3i2Cu7rKH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141260</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Richards</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11385">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2495</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ef14f40cf2f36863332958cc7699c39e32bdc57</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Martin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EFbbYqV2BDlRwk7A1SGtb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3072">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'bubblegum pop', 'classic rock', 'classic uk pop', 'folk rock', 'jangle pop', 'mellow gold', 'power pop', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145605</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Badfinger</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b97b494de7eb8619b1e2765ec5b0fe327e09b809</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pJCawaKSZ40EnxN0YEYw3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3759">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bubble Puppy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1595</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81e85a3f3bce4fa24bc43f19200e5cbcd2c6a7e7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6C4KYtkO2ElWXV8088XuI7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3543">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faron Young</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uvq6FeVsmhOWfJHxVNeBL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39487</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c465d4d4c50eca0e5f3e56150de84b6889aa0d9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10135">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['speed metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TTfkn3oA5dSvqmvVxjUxR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cd309a33e28ec3f56fd1b18a8a5ef0e3a14d854</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Riot</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">speed metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33557</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5014">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sofi Tukker</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251406</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indietronica</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indietronica']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/653b3db7b2ee96061ef7e9a554a7776b42933949</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">586uxXMyD5ObPuzjtrzO1Q</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7090">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87fe7fb8684b35c2735bf6f5b857ed1e1892c774</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Yuow6YoiBaVPFNjZ5BQi7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38843</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Green River Ordinance</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'fort worth indie', 'indiecoustica', 'neo mellow', 'pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8265">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6veTV9sF06FBf2KN0xAdvo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'brighton indie', 'dance-punk', 'indie pop', 'new rave']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Go! Team</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9280befd059f8fffda8f24ed77307cc852a01514</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45047</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1583">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">393422</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mandy Moore</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hollywood', 'movie tunes', 'neo mellow', 'post-teen pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a3a63fce85a26e6dfc35d82be9c03324c8bbcf7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LJxr7Pt3JnP60eLxwbDOu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10727">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitteldeutsche Virtuosen</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fEGjTgluzfT05c0gVSPW9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c132c02e896326f867ce619312c658871d20607</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/385">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damian Lemar Hudson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3278</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4L1YBxxAxQx0HG8lgPcFcJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00188728782ad8e854679e0a98349d715188e77d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9938">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1545</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lindley &amp; El Rayo-X</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5034bb43648257e515e6707a14e04abdc8a42a91</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GIwClx3Baki8vI67BbyRx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11129">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GeODmmQycY9UqF4MLO94I</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">997</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Kap</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e8506e1d5378b75b6a6a5fb13fafdf1337a453c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2401">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9262</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd72e533895918f92e6939d83863f63303480ea4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c4WjNh9IM9AlX5FO9dIUc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kon Kan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new romantic</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new romantic', 'synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4139">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gaslight Anthem</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dea746f07b5507eb21208da2918679f9486a3b02</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7If8DXZN7mlGdQkLE2FaMo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'new jersey indie', 'new jersey punk', 'skate punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">258719</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1076">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68bbac1825f9ca4e8470c14b5545b792df9aef41</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jermaine Dupri</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178341</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nfYGe7IIuuP5bMY1jkJP6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9876">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70MMkLXtue3Edj3RJhJkYp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133495</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/095a58d679599309cf7f8ff3549ba16d26ef17c8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Public Image Ltd.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'dance-punk', 'experimental', 'experimental rock', 'industrial', 'industrial rock', 'new romantic', 'new wave', 'new wave pop', 'no wave', 'post-punk', 'punk', 'uk post-punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4624">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TBrl50UvNcvaJ3KKHzjzk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1990's Karaoke Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9842e89e8c45a8ae23350e2e00694a7bc0ad5876</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7119">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286212</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marianas Trench</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd3d7aafbd892bfebf47776580ba8c5ed91bf49e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68EB3QvNdVLkC7SAgDbHIR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian rock', 'emo', 'neon pop punk', 'pixie', 'pop punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4283">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Country Hits</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27562</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BgLyUKS3eyXxuPD8CwflY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69ec0fce548de3c199f5d967063984a8dfeb4ba1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1065">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3020</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5242726cbac03e3a862e07d5a214208b17a632a6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UHeeAHp48bScX1RfoUt8m</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Artists Stand Up To Cancer</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3239">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Ruffin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FZn8Z2B7mfaSOU8NE62KR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b380a73e72a5f4ced0b236c57b0ef610c6c7f13f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98870</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3697">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21188</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6bfa85f15fe7bcbd66cba2238e686565293ba48</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'funk', 'memphis soul', 'soul', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syl Johnson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XItHNeKXecnFpkJHOn5JL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10018">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.S.O.L.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/454f15409f813f721bda56e03553e1962d345bd2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52191</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'hardcore punk', 'horror punk', 'punk', 'skate punk', 'thrash core']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oPMm2idleIKLdBWgZilSi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3605">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/520101b26bdbe9212f0eab2d5da055d225fc6fed</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WZ7IgzdjPvwFdjDjjuZm7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'jazz blues', 'rhythm and blues', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Esther Phillips</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22080</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9477">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hum</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sM2JCBjZprP7JLMTZZSxX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f2de5ad3f11d61773bc3c2b69b221e1aeb3ba21</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29298</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'emo', 'post-hardcore']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8686">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15986</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xUMVXiEt7RgY55EgUMLG1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remedy Drive</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d5e722820bd0b3c6f4c668aa548139786a8a9c6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2804">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OXO</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">404</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0096k2GLGYz1AYfM75EsJX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dde291fb4b6b200e9d95ac8b6ee21dc12b07ac38</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9633">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yoko Shimomura</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anime score</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb48efd5af7b6b871c479e639bac2b7ddd86ec24</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uDsUIyCIqk9wKj17I8WAH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24920</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anime score', 'chiptune']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7601">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electroclash', 'electropowerpop', 'indie rock', 'new rave', 'omaha indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51309</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Faint</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/271c96aa0d602fa5575107331055471ff52da527</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4A1yfFuBmBOgzv4Oe3fFHk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4861">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YdS6qEZcbmmqDnedANTsM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch house</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Real El Canario</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1109d5d3bc55b3c621220be79eeaafa4fec31365</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2259</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9674">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61680</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ahGKezyX9Rl7GuEF2tc15</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical tenor</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">José Carreras</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical tenor', 'opera', 'operatic pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9401975b5245e8e29f417ab78772d65ebfec7bf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5867">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64YyVbJUSLwwjHVfmWnbzW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Troob</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5467">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cabaret</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cabaret']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd1e2516afba438dabfbf4188e044b7d8c547271</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane Olivor</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WqdbY7r624W8KadOMlzno</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2304</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3901">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DVs21DjifVH0pgsjPlokN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/334766dd64ef977aeb75bc0afde2a7d7f4bc9156</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Music Explosion</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3250">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2aafd03b06e6a67d09937f67e2d8dcd9dffecc3b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mGB0olhR5RpsEZWn0cqA8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yvonne Fair</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2545</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5562">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d0cbd39d77a5ec16f945369b20a125f474c4dc8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian soundtrack</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hagood Hardy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">707</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qbLM1AGCjpzC3PcOFMFU5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian soundtrack']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9255">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CAiy5rDr3LaSoGtJOq6A0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38768</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ad5051cf46bad6a42cc2464e65cde235b947e1b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nanci Griffith</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'folk rock', 'folk-pop', 'lilith', 'singer-songwriter', 'traditional folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4911">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2648a13d828baf2c3461e4756d0e4bccc88583c7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19269</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G7PZ5QfWCPDMxTJ48vYwG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dina Carroll</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1379">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29175</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63d357660b683e176ac22add8bddb3b066ee583e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43c94u7flZbHSdDaUuohqS</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Jewell</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2174">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52c7c8b8662040b74a13539569ce7cacdeed3889</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lightning Seeds</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'dance rock', 'new romantic', 'new wave', 'new wave pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68810</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67YNiSqhrx1P8oPvIIvbP5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/949">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kris Allen</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3c9c4e8b6618cc6c74fde904a8acbd7010a7bd4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'idol', 'indiecoustica', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zwHaEmXxX6DTv4i8ajNCM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113735</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11319">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7ac92c40c2fde1679acb698cd6f1e5ddd59a579</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LJPMbjmWohx8pVh4bZfAs</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon "Ndugu" Chancler</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11444">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Death Blossoms</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7f8da1477154e4be61b8bf4601433edf7036ff0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">782</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05OHCWoZE1eERwTpeCW4xZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1562">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4541</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5b4b0787bf657de88520db7b0617b2393031391</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philly's Most Wanted</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nmNj8czpBZkCVZSbx5W2i</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6725">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">548643</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cold War Kids</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1998ad780be47b4d2d91f2cff722b5d7539a334e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VDdCwrBM4qQaGxoAyxyJC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'piano rock', 'rock', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3433">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian rock', 'deep new americana', 'electric blues', 'modern blues rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4fe76ca849c293ddebd7f27a6cab876232745bf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4U33udokhmKATsu8UoqUEN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sheepdogs</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78240</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8553">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D-Block</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53100</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24nRnT5RY9FRzNRXO66tJR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ab839d87fe447a522dde366dd611c1e8dd06310</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8554">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spinal Tap</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19949</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf1963bbbb3a059bf5051dce5c3706ffa2205632</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'comic metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65X3sG8LVBQN5033RqB6qn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3699">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Smiths</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'indie rock', 'madchester', 'new wave', 'permanent wave', 'rock', 'uk post-punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1891359</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/481b980af463122013e4578c08fb8c5cbfaed1e9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yY2gUcIsjMr8hjo51PoJ8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5871">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">334</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Deal &amp; The Rhondels</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7N1nE4LMW0sC06h4mLct2i</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5217">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">power pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6163e32f377bb853f5520f94ce1108506b25a68</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['power pop', 'underground power pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5G6M0zMrYh1mOMVzp7E0OW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dwight Twilley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1296</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10902">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38f3fc5610a465e4fce3f97b4d747c087c0332e7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28472</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Lehrer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iNvbRVX9W8t1RpD2SHpAO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6691">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85878</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3znXuXT3xkCtjgOxXBBVnq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'deep new americana', 'folk', 'folk rock', 'folk-pop', 'funk', 'indie folk', 'modern blues', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'stomp and holler', 'texas country', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48e6b6d0eca674436077a7013aa03b6650529d41</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Townes Earle</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7228">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">regional mexican pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chiquis Rivera</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65339</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QcHBpoxrY7vx3ulMKEvTS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a144fccc5cf18786257e045ee33a3cba1d2f0e3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['regional mexican pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9525">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-indie', 'korean pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zitten</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3of4z5k152Et4C0IQ7HUAg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6847</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d66151f10e6bca3ac39ede181ff1d9a43ddd5d9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-indie</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1522">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blu Cantrell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vytZ677lz4LzCrUDcDokM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103918</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7667470f669c70a15108051995051fc2cf9e126a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4727">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marsha</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oNV38xQ3D71ULYVS38ynm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6473">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'deep pop r&amp;b', 'drill', 'indie r&amp;b', 'pop', 'r&amp;b', 'trap queen']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1cc1b7af6f5d733f7a1fcd37ee77a7f75408918</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4v6XOdonnfpdTKTRJArG7v</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">375756</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tink</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8955">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EvGuw8fuWFtxhAsBOFTin</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aae913e2f5c63f553c7b85c1ba36083a1e8333c0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bled</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mathcore', 'melodic metalcore', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mathcore</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21069</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2646">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Y&amp;T</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock', 'sleaze rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86975</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49Cw140t9jupn4S3udehoP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84ce2858cf3f913d462f7ac2b435a070ea538c81</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5981">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bKOOOKEkE918wKOQEhYnp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dbb6c47f2c71f5d3fbc3a60626aceedfaca1690</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmie Rodgers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1366</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4679">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e759fea6ccd3a40277ac9082464b0b2e93cd0512</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12980</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WUYWmJKUgwQWaPjHq5OcP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7390">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Traci Braxton</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9221</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed0a1a07850816023072047dd9aa39b69bc5b632</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17zyzKxYWmKPfhLtcI6n7d</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4954">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">361</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CzPjVaN0D9N4W5i8FiO5F</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midi, Maxi &amp; Efti</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1865a7bc46c4843ace66f36e2c1861b06a68339b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/784">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janelle Monáe</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ueGR6SWhUJfvEhqkvMsVs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">733968</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01725ba396132ac8166d89d5c5d9b4afc3b83229</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'atl hip hop', 'dance pop', 'electropop', 'escape room', 'neo soul', 'pop', 'r&amp;b']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5520">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Laflamme</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MLz0tOlfdZVSAwNSZhwo2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/748">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ea21966c652e0ba25eb3d106f0e8aa67f3070d7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'k-hop', 'k-pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PSY</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dd5mrQZvg6SmahdgVKDzh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1048688</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9406">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V4zyNV40Zyu5MGlhD0i8g</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7981</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38ff1e96cf5c5d21d188ab5124fa982bdaddfa6d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Cease</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1041">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Metro Station</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vXwfZyDp3spzIVNXDaTPN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57ec8a955c03d58b6545e7742d8d4ead2c1006fd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192362</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropowerpop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropowerpop', 'emo', 'neon pop punk', 'pixie', 'pop punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11253">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/384a25507ae487443700c5305490c2e292be3eb5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jarrod Spector</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4i9GdN7wFdHHjYUsJSDnfO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5586">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dwight Twilley Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5935</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IpcPRU1kV0J58kd2w8vSC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdb313db74c2e647f32d4031cf58c4474e69032f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2272">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mesemBJJwnGX6tRaMvGbn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">529</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DNA</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5578">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Geddes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c92f4a204c9a6e1fd3f5eeb1a84e19b33fd0eeb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a6bWolNuTENDrRz3SgaO5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8361">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british dance band']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">606</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british dance band</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9de27f7fafcd69c176cd89b319ac7ad885c06fb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carroll Gibbons</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IFehwNMIwBSIf40iX0gm9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/195">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Mraz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4phGZZrJZRo4ElhRtViYdl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0139b01c55d497621fa5e31621ef51e004c7e168</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4692957</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/874">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c85d29193913d543913a0c8ab27b9b238a6bca70</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">844</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl trap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl trap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kebo Gotti</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00UOluVoYY4F2blO5DmgRj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4159">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23419</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b4a043ff7a1060c1422103ce7635282395c46bd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'protopunk', 'surf music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Trashmen</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QEA3sofVt5QckQA6QX2nN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3891">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea32aa5e50ec26a6ea889d71a33d60e98e168cf8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz blues', 'jazz saxophone', 'soul', 'soul jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Curtis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18185</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WxOgeRxUt0MwPrI7A5atQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3623">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Betty Everett</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11802</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fa8026a210807ed257de24d628b1e14d6883baf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'chicago soul', 'classic soul', 'motown', 'rhythm and blues', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53jXEVVJtpaWVQ3ffvhDtl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6950">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">465585</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'electropop', 'electropowerpop', 'indie poptimism', 'pop', 'pop edm', 'tropical house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d166bde5b5e3eb088b9bbb95b818ea7241d3a01b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cash Cash</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LOB7jTeEV14pHai6EXSzF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5498">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27109</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damian Lazarus</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EIJ8wiUHbgkRCt5cpRrQv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0179a5166495dfafd851d063d8559268ca050fc5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6709">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c19711d04efa45c534daced842baeb688c1996b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trombone Shorty</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trombone', 'new orleans funk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113723</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37ZvFp654tY74Z1D2TLOGR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trombone</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7275">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will Hoge</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1454a2b55776cb88c79cb9e33f16a32c79d89ad3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'heartland rock', 'neo mellow']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6a8DSomMqspxk3s3WlBjNT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22539</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4018">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2449</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">military cadence</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sgt. Barry Sadler</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['military cadence']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb32e889a3bbf74fb69317f7b97d52a9a74cc8ad</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r0O4LLn9wHEuYxKmGzUB5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7999">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal death metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FQ6uth7icR6Jhla16K2vC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78193</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Faceless</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal death metal', 'death metal', 'deathcore', 'deathgrind', 'djent', 'jazz metal', 'mathcore', 'melodic metalcore', 'sci-fi metal', 'technical death metal', 'technical deathcore']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72c1128ab6fadd3d4d1c79e495293973eb2803ee</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9767">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Davis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CcHGSgeYoXO72rMwBeZ2V</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1789</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b581d3322e4d2e4dfcca9fa5fbad99a6e274a45a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8781">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1411</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0veKrpvEQNcJS8ay4Lg1Q9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1219d510b00ad76a4b8e9dd5be9bfc3f70d33208</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vietnam War on PBS</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1873">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rxIQc9kWT6Ueg4BhnOwRK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d8e706027f531ed213cf14ffc86aad17a96675c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'motown', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145965</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quincy Jones</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7307">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22498</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8ed7fd3b60e69a13fb7fdc6c6013ca00a0052e9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vKWxtht5v5MoAu4DID0Ub</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy Jordan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/504">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wIVse2owClT7go1WT98tk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccbbf5f1d3023fd27ddbb84872853148f12e5687</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Missy Elliott</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1117696</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5891">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Iveys</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46jw0v7jeJN686D331Q8VC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7462">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Upon A Burning Body</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d09cec68706a664c1185aedd74fd1b3a9148fef7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122595</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bPBx2qbpWzEoLujeHC3G7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7294">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05e33ad0b71acd56a2c2ea6dc099f2b718378294</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'chillwave', 'dream pop', 'electropop', 'indie pop', 'indie rock', 'indietronica', 'metropopolis', 'modern rock', 'new rave', 'nu gaze', 'shimmer pop', 'vapor soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fLrPFLWLSCrp7gcTZXcKb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157128</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twin Shadow</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4899">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Papa Juggy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v0aP96grdt495fENdbRyf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5805">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Nyro</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'folk', 'folk rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ff3a3cd80429ec0ee1d3af48d606e4e0a6d9038</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QDWC6QeGhvCWCv3nUJwoV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27955</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/848">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Game</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e370d02207a01caef5ad536a6702037b7e7a9f3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2146861</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NbfKEOTQCcwd6o7wSDOHI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9572">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'hip hop', 'philly rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bahamadia</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22698</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/416a279442fc388795e1ba29a483e8484390ff36</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZcRUVs3I5U8EOnm9ZdCsO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1626">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mack 10</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285708</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hyphy', 'pop rap', 'rap', 'southern hip hop', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3USpNaxpX1iNqNnQWqg9ob</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c2d565aef07726d000e91a76105ca86bd415b32</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1392">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c085a3dfbe58eb7efcb506c1012e41932ea1e479</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28713</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79Pqjevn76nsm1KiEgWuyS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eastside Boyz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7611">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fireworks</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FcxTTXQKgTdJzTeACMlVU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27799</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'emo', 'melodic hardcore', 'pop punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de23f032910d051c673084830b99b3513e4617c4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5793">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jazz Crusaders</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b896caf5011795d1531aae7661e1a91558414ec1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BufIg68WvvzrEqoDI19Kl</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3832</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9775">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pirates Of The Mississippi</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KXcDQjTAdyDkAh0hNKOiF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14289</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e7611c08fcb42bc88ec5045678baca841de6c93</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/488">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df8c9d9318a5f598dba02de84323d97656d5adbe</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghost Town DJs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JbmXqez7WvTggoxn3UpVT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22527</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3471">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">935895</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293zczrfYafIItmnmM3coR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d58323616d4f5d22b51e9dfe0ba53aedabe53cd4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'folk rock', 'rock', 'rock-and-roll', 'rockabilly', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Berry</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5494">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b859af08010cc12bd6f926001b853d4b870b6a2d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IT7iUyEDGX4pJDo6CfFRB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3541</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dean Friedman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1126">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro latino', 'latin', 'latin hip hop', 'reggaeton', 'tropical']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro latino</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2990168</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/955d4e81c3f20bd22da6441eca9dbae8964a437f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wisin &amp; Yandel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wZtkThiXbVNtj6hee6dz9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4071">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'northern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nWzeAq1znj206rT3xWdwt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1877</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Butler</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8063e79d726b5deefb78a464857c90a5af5d9fb6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1256">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ed73361f9c205b88c4d092b2f628576e2c719c8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ice Cube</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Mcii5XWf6E0lrY3Uky4cA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3053353</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9752">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4004</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24fd2de97b213c500c2dd08034942fdd930edf51</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Hr5Adjkxh6ihfsoahOY38</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">X Lovers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6606">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superfruit</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96934</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50VoYemccTaftNfFqWtlXd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d76272bf632db9c5892f3c1c84d52ea490dd9595</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6246">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3muGwkg7cEbK52vzp76J38</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a77aec44578a19db2362a5cb29dda1adca418878</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Sheridan</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6880</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3403">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94778</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/514ad3b85d740fc3193282b97dfbcad722963f55</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Edgar Winter Group</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'hard rock', 'rock', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7j9PMegEgVN1fNp8NZXNCI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11396">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'new americana', 'north carolina indie', 'stomp and holler', 'vermont indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38716</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mountain Man</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kmPNusdo1mCTyz4u1uEGm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c2dc581ea7c628115ed0d3ececd2c4ecb9f099c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2354">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Carrack</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80917</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FFuvdY7fuiuTmHN9unYoz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic uk pop', 'mellow gold', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dfdfc157c3c28c578bf0534f77bd73843f2a142</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10455">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron Carter</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wnzivx3OQ3vjrySAdTdJP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26989</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c724a804bf2ade7506852dcfcf2317e857932c6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz double bass', 'jazz funk', 'jazz fusion', 'soul jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2779">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kissing The Pink</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2638</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5B9MfAU2KZlyvsofev6XXR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave', 'new romantic', 'synthpop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/353dcf8f4ade0d5f6572da38d5861cfeee872296</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7377">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thurston Moore</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47867</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J4ACYB6yMqd79q3rjskqs</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4eff91f2c94c004a94b30fbe79cb99ae2680a6cd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'lo-fi']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5979">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19V58QRItqlQSPRBtteTr9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 7 Sounds</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1576">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349718</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d6b03ff0028d25047196d0e731f938a42ee19bd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jJNGWrpjGIHUdTTJiIYeB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'mellow gold', 'neo mellow', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wallflowers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/77">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton flow', 'trap latino']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8eebdbd3738acd6a69228ed3240a06e4e53ca651</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton flow</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anuel AA</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2R21vXR83lH98kGeO99Y66</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7636089</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5912">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bull &amp; The Matadors</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zzg87M2yETUfsgXFxt6hG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6371">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uYWxilOVlUdk4oV9DvwqK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitski</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/183bd8e712e54a40af3fcfe5033b59a16b0ef1aa</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'brooklyn indie', 'chamber pop', 'escape room', 'folk-pop', 'indie pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218315</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10434">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bd0986b50a4ff14a0b4c8fab683ceed90625073</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">616</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of A Chorus Line</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QSQpPRjmK4URxCoPa0Wvv</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10808">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31999</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass house', 'electro house', 'fidget house', 'house', 'tropical house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LJSAfWhO7jhjnewy6pKyZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5af38665dffcca94160b6e71604b6b1910ebb835</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kyle Watson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10027">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1011</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Malice</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2196e30678616c3a74d9cd3a55797e0c7f4d829c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nfx4dsznUTDrb27remxBH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8108">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive bluegrass']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive bluegrass</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58f1b0079dd6e1db84dcecc90e21f308b4f4177e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6745</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53pmIwVqcTM68qW6PVhjW2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stuart Duncan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4421">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0STlo1molPNwMNcipxdqzW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fake</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Tribute Club</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22a5573debed99bc5b8222e9c96988471a19c770</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fake']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5747">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">muzica crestina</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cBdXnLZZ80RDHOvNPVUcY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/099537b6ab8bd2703c42ab086160dc91d0a8875f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Messengers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1094</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['muzica crestina']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7782">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b30ecfca802d1d4b9774c20be70e66b941c6fcd8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedienne</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bF1kZnhlO55twMXqZQIhX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedienne', 'comedy', 'comic']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26084</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria Bamford</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8466">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian pop', 'canadian singer-songwriter', 'lilith', 'ontario indie', 'pop quebecois']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/047e238e3be3054f18abde84bf95f9275100f9e0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45052</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jmxkI8Jhv8bHOd2qSiU9j</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Serena Ryder</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4232">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Popstock Productions</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c873550d7fac37c7dfcd8dea300f1867e8237654</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64Ie657ujGDV9tLRMR4K2q</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9158">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'big beat', 'britpop', 'electronic', 'garage rock', 'indie rock', 'modern rock', 'oxford indie', 'pop rock', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e343d726b826bdf8ba60c05816df4be1024fce4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281461</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Supergrass</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sHeX8oQ6o7xic3wMf4NBU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/300">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Team 10</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0c9SxmpndQLJkNXd2OBTIg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10187</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6002">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9320a2400f738637d77262fab6d56fb9793152d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VPlW2qDDesSK0ZE0u7JXk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soul Brothers Six</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1894</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4688">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cTL8IyMugQHH3lUQnGfMa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4 The Cause</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">678</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6966">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11667665fb0efd4a7a0c45f29c53a937d5106808</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173592</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nahko and Medicine for the People</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35fFUv2850L9CQjjNrLBpb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7931">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">As I Lay Dying</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian metal', 'groove metal', 'melodic metalcore', 'metalcore', 'nu metal', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vd2HnNh4pdYa9gDVHFjEu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ae528deaa58d0c555ef724f78f347a9165fb3a9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">460793</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7027">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alt-idol</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">478892</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">630wzNP2OL7fl4Xl0GnMWq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eec554bfb2de35c53d0dfc4aa6e8ab29ed2f7154</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BABYMETAL</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alt-idol', 'comic metal', 'idol rock', 'j-metal', 'j-rock', 'kawaii metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1110">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'permanent wave', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bu3H8JO7d0UbMoVzbo70s</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cure</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ca743e822b80133971ccf5c70fcbd77a4f4f508</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2112952</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1206">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">569</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kandi Girl</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41TccBHnkaVhhgCgl83JU8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5367">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cz11xSFj1dNkI99HwyMSl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silvia Suarez</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3247">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">255</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tennessee Three</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yEQYaY1583BU8xppIffdp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e238dcd2fb2c533cc14389ea80278f0c95bb6857</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10941">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41f0ef8bdb7a904030835491d0be32dcd9253155</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14073</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62xdwGEOLoGQxKUqoJusyU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'big band', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz trumpet']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clark Terry</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3808">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dff29eb5dcb59a2f8d31b042e955ee0796cacbc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nyQBzKgZ2hBLr7PnyV7cI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46711</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Strawberry Alarm Clock</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'folk rock', 'freakbeat', 'psychedelic rock', 'sunshine pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9313">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s7O03leh3CDPvzFu2qIaR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coro dell'Accademia Nazionale Di Santa Cecilia</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44f2d2a8000f35dcef0749643d6636e63a909cad</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8313">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tulsa indie']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ok7bEDf9CZ0448D59AaNL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34732</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ludo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f20ca1ff60f635a1b2344bb3ca31aaf6b1682653</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tulsa indie</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1808">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Secada</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117121</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee5bad15b240a6ed3c619dea089c0b92205c5eca</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10n1KB2sjTrGdyuC83y8jW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1440">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dba80f94d4be6d119eb5ffa772016ef58bc51413</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'dirty south rap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2J257euzcjnDLipsyJH3F2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169232</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clipse</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9654">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/292fabbdcfd2b3ec54228bbb1e869d697ed92c3f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60S1OdBXBk4cCMbOxL2TqX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31969</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pride &amp; Glory</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10948">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c44c29f91662802c4d0965ce6c7f44315bba2d1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20560</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mario Lanza</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'canzone napoletana', 'classical tenor', 'easy listening', 'opera', 'operatic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6umNMJq7B8UdOVmwPV6PRL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9468">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steven Mercurio</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8f0e56b478069e1a684a3125f57e88bdde0af71</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tVeyHElHwol59M1EPwQHD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3741">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5c04f2d01074b9349ea60b2d664e3156f7ace47</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67624</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FcB6xMihhP9Hb6AdGVbWe</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desmond Dekker</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'rock steady', 'ska', 'ska revival']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8238">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexis y Fido</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2535493</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f384691ba5926355632f1407857acb2b44a9138c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tU1VKOuxiNZwBZC6RHidA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7812">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66429</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16Uqo1jjtPiKI4zU1Ficgb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scale The Summit</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8acb9ee2e1ffd005b21c134b9736c8b814600782</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'instrumental math rock', 'instrumental progressive metal', 'instrumental rock', 'jazz metal', 'progressive jazz fusion', 'progressive metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3658">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1533c6ba932c6242e9e78739ce3f98b3cf6518d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WimOFbBnCU5wI6t5PPpEk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shocking Blue</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk rock', 'nederpop', 'psychedelic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47939</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7545">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crowbar</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'doom metal', 'groove metal', 'louisiana metal', 'rap rock', 'sludge metal', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xtIpqzIOfQUxKce8BU4Ka</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5cb42ec423b969c17b16d3a9396e42ebc39cae0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65813</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5170">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29673</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5744d38ad1a2f5860d8d3e06040162159f619ccc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian disco</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baltimora</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6czfQ8MjHVmvJKA4LAnviG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7926">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feefff3ada728646c3bffbe2b7fc992cd1e24153</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monsterovich</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UfhOindIoaw91vWqmhbUP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2786">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552573</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oea1hwGMfUxZbLxJc1XUN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Tosh</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c935305719f26d05c9d9b51b5b838d5448b44a27</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'roots reggae']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9813">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3d1olqhURDe8e5HOta1Qxg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31479</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">louisiana blues</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Neville Brothers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['louisiana blues', 'new orleans blues', 'new orleans funk', 'roots rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c29f9fb08a078ef6fcbcbb4d0993355ae2277fe9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7315">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Punch Brothers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo', 'bluegrass', 'chamber pop', 'folk-pop', 'indie folk', 'new americana', 'progressive bluegrass', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151441</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e927187d3a977dff3ce8fe3db079304c4d7ca3c3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gFssfOmWNY3LfIZ3zyoy4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1450">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kD993mKIytiN9sE6VyRfa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kyjuan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6666">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alejandra Guzman</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1584401</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfdc0668e1d75778e444bc5ab04de3b2b05bc98c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grupera', 'latin', 'latin arena pop', 'latin pop', 'mexican pop', 'rock en espanol']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grupera</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Hf9AwMO37bSdxHb0FBGmO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4221">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">teen pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/598877f8a6d7427cf8bbdfc1f6427d9d5d68a894</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6czdbISBoxGckbBX8F4m8L</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">593103</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jacob Sartorius</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2147">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hyphy', 'pop rap', 'popping', 'rap', 'southern hip hop', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Quik</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cec317bb9e5c83620cd3886a08733f4526773406</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">402965</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0b2XeWDPeBiLeskT6RFqMb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6871">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3h0w83PsjASrm5999trG4n</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient folk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47589</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dcb09e25ea7fb27f4e98a5c02f0ca971c6d7fac</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hamilton Leithauser + Rostam</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10870">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sg5kpYxqmM9Sz00vH89xz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Lullabies Star</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2df1061b88a5076c4414cbf845eea6381272151</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5907">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz organ', 'soul jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81d5ea478bbdca733e32d83da909d616f08084a9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy McGriff</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1A0QR12gcj2L5hYh1WWDeh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15404</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8721">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Hunter</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WM7072AVxYse8jthvfKAY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4823adeed302ac0d405313b0133f55b4886fa9f3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10888</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5296">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gYeeUGSgVDvwWXpTqmqwZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rocky Mountain Players</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa873b1acbd77a6386e784406e2891f20f182b0e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9905">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f34a51200562d1cc36e216d54a50d2a11a2c8907</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94555</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doro</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german metal', 'hard rock', 'metal', 'power metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GLeyUhj8B8f5pJxqZllKl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3879">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83f29d12b5ef9cc5c4a39232b73e6f34a8a3091f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Donaldson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">063xkuRULzZu8fcoPR2rKR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23250</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz saxophone', 'soul jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/686">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">566656</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26b47451212dbc5b72ee5e2563c641136d4db76b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MT1Wz4G9Z9EVOg4L5zZMS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tamar Braxton</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5994">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/209c4427873499386158273dfbee7075a7fc4ea1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kxzoQJVR99hoPEFSx5WOu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Back Yard</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3773">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256295</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rRmDmzPcAFwcUDvG5gBqO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7f4c9cd6e8389824de99e80202caf249c9e013b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Percy Sledge</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/542">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42629f2bcb3bfc084622f6bae99a66d53bd09ba9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251493</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Ballard</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dvKgSdNB2U1gfp6ZcekYi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5515">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0cad62f6563f306e87c4f138de2ddce6f443a7e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr Big</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TEvQqVH2KXlxDl43KcqXY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1538">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rxiUsSvkn5yTs1kfuV8Le</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70017</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">St. Lunatics</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d8c83be96a26f4adcd9a59c96f55465ca121bd0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10558">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cycling Plus</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e150cf0c2f830e2f54f61a5ee9f4e4240e27bac</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7K6uzGVLZGSNTjqLIdlyNE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4246">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sophia Grace</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OK0uZAzsgFobgChwUAFvS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65271</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ee715bdf1565be5b3ecf6b29df62b67d5d440e8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5477">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nKYVcowQA1JBEOr5SKPoK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isabella Taviani</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113147</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mpb', 'nova mpb']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mpb</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa42069640db34724ea16e477ac39a14b0dccaf5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7732">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9979</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sons of the Sea</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ozVW1AYXZJtteeFuyMQop</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56bd07839b51d8697d8617a038f98f35787b06cc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7252">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acba99506b2a24e3b100f04b88d51a6965b6459e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christy Nockels</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93299</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christelijk', 'christian alternative rock', 'christian music', 'christian relaxative', 'roots worship', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XFBXku1ro7p7bjFQk98o6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7457">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Thorn</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20GkA5r78JwVBtZ4tNtriJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'texas country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac31f1bfd0a3b0e0a2644177ca6f328eea4e9115</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12095</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10668">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3a275105a0e830cd357b2244868f8e3c9867451</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3U3VyQ17fOlbtjIGoZ5lKw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">322</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tribute Stars</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5204">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Boys</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">468</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4e754fc896ee599d07316447c855698b29c066e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hlvqffEiS5Ck1UhZsyUJz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4826">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U.N.V.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bdc956685b7677adf78ede0609023bcedd8a05a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dsARy2GovWJAHqyFOwLOQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1995</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10213">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0A1oy7PC7fdzURgaLaWkL1</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1040735</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lulu Santos</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5670c702d4be3fc2f2ec656f5f355cd451b4d39d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian rock', 'mpb', 'pop nacional']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7347">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Azealia Banks</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">518032</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bmore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gRhy3MIPHQo5CXYfWaw9I</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d08b993548a00a5a535e20c9c2aff7b6287dfb1e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bmore', 'dance pop', 'escape room', 'hip house', 'hip pop', 'lgbtq+ hip hop', 'new rave', 'pop', 'trap queen']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2406">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erasure</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">485193</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0z5DFXmhT4ZNzWElsM7V89</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'europop', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bacdd26e62fbd8527771196f5f708ef060cd898c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4446">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pCnUSgMQxfO1xUMBiQK9V</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">License To Thrill</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6f512d223859dd488f914851bed880c5a13e7aa</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1972">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/792065c4bfd917ebff2e4dfc652aea93b17fef5b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tevin Campbell</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">415843</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VfqJBmXcf6ZqXoGij5qTE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4334">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eba37f3694b3e09b1e8f49cbc8213eaa7e504785</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cover Girl</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2198</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ezAJ9Kd1V7CQ7hQHijnW0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8913">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39302</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xlkcCr7PNHw2dRG1Gm6YF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron White</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/162e60401b74a4c32797eefea641ab64e444969f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1078">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VStI6m5Ig9FAyUaa0lYAP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cdb96a9feee72d7c294224c508e237370710bb7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56532</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Otto</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3074">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">go-go</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Y3CPuN46EPIT3wCTDzPZu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Brown and the Soul Searchers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5330</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ab619f095285dd8a69708e137370153e81df2c7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['go-go']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/566">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d48ffaffc20a3c76f79d81b7b940df9a380b5e7c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ne-Yo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4720693</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21E3waRsmPlU7jZsS13rcj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4146">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Mancini</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84493</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a069170b69610de7b669fc2b48cdfb5e7348acee</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EExdpjU4SK3xnJHO5paJf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic soundtrack', 'easy listening', 'lounge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2784">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Flock Of Seagulls</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uAjBatvB4ubpd4kCfjmNt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247817</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e0b74658f7e16190f23d795648c888c4dd40f2a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/345">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Ray Cyrus</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a87c6aa879f5dde3cb5e11e73ce01d145322ae42</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60rpJ9SgigSd16DOAG7GSa</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124843</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6662">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'chillwave', 'indie pop', 'indietronica', 'new rave', 'nu gaze']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6O4EGCCb6DoIiR6B1QCQgp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422369</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toro y Moi</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e280fd05cb2bab0e12f0642d72c3d834492272a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5949">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Formations</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a902c94c696e387dbcd7853f265943d47ea37894</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VSXRIlvdkUtEFAXDS4TfQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6359">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TM9R6dNoJSMq23yZQD6Ee</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71786</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c159b89229eb45f17d2569d20ea173a493147aa</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Q</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4042">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Sovine</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wVgfy012qNvQ607JM5Qsf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51de4fe72a2e0b52214fa74a627f0d82c74d09d6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36337</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1788">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6W9RUw7xnNRYtgh8dimg7L</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/804728a22676731ced5824cf599510d29f363d63</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68427</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronald Isley</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9806">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">396</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KD of the NOC</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZeU8lEdRszBFNaESNrQVK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aed8a45b7707b85e87a57c6ac76829396adc2c73</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10709">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Incredible String Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2079276ace1088969f7068f56d8ca642094b8d0a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'canterbury scene', 'experimental', 'folk', 'folk rock', 'psychedelic folk', 'psychedelic rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26927</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tQzBYPjAardhWpGkqVdNW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5232">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Capaldi</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2729</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0b81fd2b40b923e0c9ff367f66456c143953504</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XIbUq7y7kiMUhmp5dywGx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10559">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28c13674fb1b67c41ce648ce04868075d2377274</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'baroque pop', 'classic uk pop', 'cosmic american', 'country rock', 'folk', 'folk rock', 'power pop', 'psychedelic rock', 'pub rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Clark</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22573</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">040Bv6cZTRh30LyyYVXgJX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/932">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Cqia9vrAbm7ANXbJGXsTE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1556841</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slash</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/181d41c6a7f1d88b2ba11536a03421aa23ccef77</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7793">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7795252acb2147cc35df604cdad4832e503e545</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'punk', 'ska', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f9zLIMqyEu7abKhGMFr5q</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116691</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Transplants</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/369">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1315292</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FY5V3XMwlNBPitEjXowHQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darius Rucker</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff980d04733dc5ac8e399cddce9dfa74478ade47</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'pop rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2575">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Fz2GbraVXhcpXnoi2Oe1r</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317410</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Squier</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a58dae694e2419439ba72ba5ab95316d53331b19</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11298">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DK5WRmxmgSVQgfGgYfypF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Pizullo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8147">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4q7PS6zi0CyrEo23orQCkW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian relaxative', 'roots worship', 'world worship', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23900</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Cottrell</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce135979c0ad2aa6894cad37a1f32cbbc33f6d80</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/917">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c01d5dc75aa64fe8f02f328cd7aba52be513ec25</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">360948</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nLYd9ST4Cnwy6NHaCxbj8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CeeLo Green</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9916">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RFQyVQGVcECxnuSLvEKxV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7753fd91838eef58b1bd3d40772c6be72b292be0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black thrash', 'crossover thrash', 'death metal', 'groove metal', 'metal', 'old school thrash', 'speed metal', 'technical thrash', 'thrash metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55905</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dark Angel</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black thrash</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7894">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66851</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yoZYhT8x7DXiFl0srkXLQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kurt Carr &amp; The Kurt Carr Singers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86368066cfb3ac7b0a9b73b127088818bcddf4f2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3862">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">881191</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'jazz blues', 'soul', 'soul blues', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Etta James</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iOVhN3tnSvgDbcg25JoJb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4272e7fc419b662c4f2654efb73006b6cb10bcd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9249">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['library music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b75de6b9791b37c56885d3d05b05e8b04548119</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Ingman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">library music</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fJCHSiF0CwzZ2vuYWtt2p</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1706</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7423">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c9d1c4b8b096003bca4570a3b79242a8235a06e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165360</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'canadian rock', 'dance-punk', 'garage rock', 'indie rock', 'modern alternative rock', 'modern rock', 'new rave', 'punk blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Death From Above 1979</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18H0sAptzdwid08XGg1Lcj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5087">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2u8hDu5KBMpvneOV8Th3LE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3125</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8f832948f6d1dd14177f12b802a32f84be87801</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Kemp</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4837">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7x7pxJtOTFkTSStKmrRyRp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28721</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/176f4e8c58f8949008f1ac4bc62f57bcc30926c8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G. Dep</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2835">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chromeo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281032</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3845b0119f4cb5375847b0b7bf93b43d942077b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mV8aJphiSHYJf43DxL7Gt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electropop', 'filter house', 'indie poptimism', 'indietronica', 'new rave', 'nu disco']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2251">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c44c0ea7e6d57b6d7aad006544e7f399177a2b8e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3513</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kane Roberts</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12FdDK5z7grZIamaG6xTUK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'melodic hard rock', 'sleaze rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2090">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AhG90vcWAofyzU2jgkpwW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Barnes</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d6172e426db509ed7964ec7451baa200045266a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1191">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heartland</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6B10yUcmUVw4RPKe6j58E9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/994eb955db55262b97ef3cdfb203535fefb2461e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8030</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4296">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Party Hit Kings</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14425</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72anORkQ1Vf7j1LedlMVHj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b836ab0b655919e4cdaab46d9343553657bfbbb9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6602">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138295</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'freak folk', 'gaian doom', 'sacramento indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/185836f3c7f2c96bf3b9b57b863ea1c48ed5ffae</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chelsea Wolfe</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZK2nrW8aCTg8Bid7I7N10</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6277">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cascades</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'rock-and-roll']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qF0CJP412Gd50Rn1sFg2o</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31281</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/732f16d0efbb21aa87d241d1a30fdb42df897985</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4552">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4z4m1P0iX2nRSPDBEZ8LBT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Sammy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08312aadf2dac4612f2dc10f53bdfb86066a2ed2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42072</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3556">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8c3d75acf2d800defb05b8515445e6d064c97d5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Doors</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'piano rock', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4191085</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22WZ7M8sxp5THdruNY3gXt</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/353">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1768948</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caa514707e13b0b76f1c98373a74e32fc1025331</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sofia Carson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bp2lSdh12wcA8LyB1srfJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10341">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eebb78fffcb3c08c02271b8a48b16c92ce915584</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lowell George</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LtESXjUStRZLNHKASmIv3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16924</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/311">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'r&amp;b', 'southern hip hop', 'trap music', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4392148</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iojnBLj0qIMiKPvVhLnsH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trey Songz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/364d6dfc4b762b452702539e28e0021558c7a7b6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8469">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60447</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">502ZZTWlqgS1Ht62ewubEJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dead By Sunrise</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'electronic rock', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55cdc01b0511bb68713efd587ed403e98417b598</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8013">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28521</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">House of Heroes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian punk', 'christian rock', 'columbus ohio indie', 'dreamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89d90aad9401377f7d81c1a0382b2a984e33bd69</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77JuhnpOBW0tatc1nJg6qB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4596">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276165</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kurupt</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NyJIFHAePjHR1pFxwisqz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d3e5e7bf70fe107b338556fcffbe575e9ac453c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9919">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48276</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benjamin Blümchen</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hoerspiel</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hoerspiel']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l6d0RIxTL3JytlLGvWzYe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04f75fe9cbf2f0df5911cc40452ef13b0170eda5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8952">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">793</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Suq9dAvF3bHa1NYEbMXpN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B5</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b520d2a6f26cf3c99e0a56bda7b0cb6bf05c152</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10396">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6475</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Montrose</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44d0ea7be9170aab8bc26da7400e3d8c6a190c3f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vhcXfb0WFF4k1Ek75jFFJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/331">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59560d8ff7e8f7f8155dcae199b4f8828cce5cc7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540083</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pedro Capó</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QVBYiagIaa6ZGSPMbybpy</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/560">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6421436</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e15d9e5fcce7712caa3ca96f4b473595184b846</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gsggkzM5R49q6jpPvazou</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessie J</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'pop rap', 'post-teen pop', 'uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8806">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73658</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german soundtrack</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03GruNQP8X25PCoWzdvIGZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfb330ecd4910c9b1ac443a5e2bbbdf3ca64a4b4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Klaus Badelt</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1419">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">667475</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02NfyD6AlLA12crYzw5YcR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'blues-rock', 'funk metal', 'funk rock', 'garage rock', 'grunge', 'hard rock', 'modern rock', 'nu metal', 'permanent wave', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane's Addiction</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63c5e0dece1fca1b8185170bae671960e9168df3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3953">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a479237c5f6349fe909dcfafd283640fd21acd2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Charles &amp; The Sidewinders</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Es1k6Knq3WA0FEkaNnM6Y</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1561">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KKEvADkhfVx3BpYJyezZr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kids dance party']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. C</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kids dance party</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1779</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cea52482629f31cb702a1cc72704a77dfc4a7b8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9839">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99d3fc13dd8267654413c8dcb32491ed806a08df</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Notting Hillbillies</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dqalNipWI6wAnatpwQtWu</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'uk americana']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23031</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5517">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Dundas</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cde8b61bafebb66f23e6304aef1461b5950263a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NcUsr07BOPEQHnREfVUPh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1092</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6103">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54NGQJ1QZRXeavkKQ4xLMT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sharpee's</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00149ffc2b71e2404be43f26845ae296ade02e1a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11349">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0on77wxbUaxxzxam60MatM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Zanin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7500">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb6a0e35973977032f5e73aa1c25caabe34e507a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84044</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hopebeat</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hopebeat', 'indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'shimmer pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ejhZKxWJr9apHAzj74DHv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Magic Man</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9531">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c693c0c08a4ef35cb855e499e0f7fe6a768b8cb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Zombie</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504962</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'comic', 'groove metal', 'grunge', 'hard rock', 'industrial metal', 'industrial rock', 'metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CF71zaDOJWCynIkW9bSK8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1434">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fleetwood Mac</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3570451</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08GQAI4eElDnROBrJRGE0X</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'mellow gold', 'rock', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8976b6b0aacba6f7859b1f0ab7bc0adcd6ea7444</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7547">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherub</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122551</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00dwwnz3V4kRfu3UFYpJLz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92ab4f63f7334bcce1057d78232997f598dcaf1e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8706">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Priscilla Ahn</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2794494e4332f723854bff4417bab60d2c4317ab</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'ectofolk', 'folk-pop', 'lilith']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oU0tZlItLctcLOQPS3mCy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84451</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10595">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of A Little Night Music</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274EJF4k884BDV3jB5JkC0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52f0ee5c5218b11ca3cca5709c209898896dd2aa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1525">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EVaoxToIYScm77vpplHXf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country dawn', 'deep contemporary country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10650</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tammy Cochran</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e00f3e61298262fddc5e65e3d2d9bade616acd5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5507">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe5503aa6417545bc57d92e9f54f5b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ziCCwKSWypFQsjriznj5f</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlene D'Angelo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1142">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/535ef4a06a9cbdd34c3adeb73e93b01cdaa652ad</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">960519</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fantasia</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xAcVHPiirnUqfdqo0USb1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3874">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afropop', 'mande pop', 'south african jazz', 'world', 'xhosa']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66958</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afropop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32c45bfb6695ca4f4715edccd6c928b8b2827b7a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miriam Makeba</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18RkLKfeoUgZflWv9os25W</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9195">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8432ab916f3bfc1c88f2b66e5a6c51d7f96c202f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aD1SqmQklTvzC4pqlr9Kw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6177</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yo-Yo Ma &amp; The Silk Road Ensemble</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10356">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26709</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Criss</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c24ed6e5ab464b70ff9efb3b33b6d4f6f2306ef1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DWj9QLyCN9dyQydd1P9QG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4195">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/683d297101da97d2a0dd9a0c7a56ab88ea91ba42</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kris Wu</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chinese hip hop', 'chinese idol pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chinese hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lbUjuMzHkT4qIECvk2f3L</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419333</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4740">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damage</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00e5d24df766b5bb9e108a8d3872d646a1193ba1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3063</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Pwy6Wat9hp8g83y6gih5g</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8667">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard alternative', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qrdhnXBOzRt9OSmL29IFO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54867</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b80ffa62ca0bcfcc1dac06f447560a60fcbd82d9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5236">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cccea82ca199597f33971c7f6d3b6ae34ce628d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">646</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louise Tucker</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nWVPdf2KdNCEeh326GwXv</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2033">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20c27580d73089649cbddf4ae5d09f9c303d8a44</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wRVhO48aSB879bPORFbpf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sagat</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4501">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24302a4f82689b90062e62dcb779a411e6f92eff</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">934</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Idol Finalists - Season 4</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xI9l2heJcFDlfzwUATUFr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/786">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1714470</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vfezMIyCr4XUdYRaKIKi3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'pop rap', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keyshia Cole</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2403e5037497a7767f74cf832ca642d009cde5a1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10517">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmie Spheeris</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4eb29557674cb39fa0928379f511ca43042132a7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1040</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pgwaeb0823I4u6yBPqOo9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/127">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian contemporary r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ced89c21774304e48717109d45d053720749f466</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian contemporary r&amp;b', 'canadian pop', 'dance pop', 'pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KedxarmBCyFBevnqQHy3P</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessie Reyez</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">453580</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9695">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95c4b3ebabac56b9ad032eb2e7bb7e5f5536d647</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15854</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'neo classical metal', 'shred']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4t9bqcZJUC9cAjgRRNVm6u</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Lynch</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8106">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'neo mellow', 'neo soul', 'pop', 'pop rock', 'uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LpLGlgRS1IKPPwElnpW35</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Morrison</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c46da5c6d9928ecd51f126a84a2ed00903e712e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1085371</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8053">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spiritualized</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132729</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DKmuXxXASTF6xaJwcTfjv</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c515520acad424d99b238b15f08162cec491c4af</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'art rock', 'britpop', 'chamber pop', 'dream pop', 'folk-pop', 'freak folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'neo-psychedelic', 'new wave', 'noise pop', 'nu gaze', 'shoegaze', 'singer-songwriter', 'slow core']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/859">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50 Cent</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q7HBObVc0L8jNeTe5Gofh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd031b9c5d1b6eba4a691cd89c954255aae787f2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5469864</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1723">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sons Of Funk</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1f098fe196ff28cba27c65b1ded3a246ac7f216</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1D9f1goUlrbnQnQaRt6yIP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5231</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8726">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/402983d93198ce62ed21d7f74dd865b1d7a5319c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29252</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'new age', 'video game music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Arkenstone</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21Uejbf0dmBe3tEOUhWWt0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11173">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shuga Bear</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3E27Ju0XS8q3Awn3lHb9f9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10938">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a6b0ab5d3604f24cf6cf79f24369c219eb31d23</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Franklin In Paris - Original Broadway Cast</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T6YZtqxFPfqj0YdU1mxHV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/939">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1428153</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Y5TRrQiqgUO4S36tzjIRZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71e2c7a1026d3a2397ae7ee08797a95d9a16c19f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'rap', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timbaland</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5332">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gareth Gates</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4818bfa74f7c67ee5c094fdac1b5b9dacc6c7511</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nNwfeVaNJlfz8RdCT5MJO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53983</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6355">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">St. Paul &amp; The Broken Bones</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9c8407f9a30ace5949c3706eef54b271fffffb3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'retro soul', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229764</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fXkvh05wFhuH77MfD4m9o</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7311">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'outlaw country', 'red dirt', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jjpkAHC8bd9fRFfgKyYLP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91190</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Earl Keen</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bd4aabd4f0c204df215629973818bfaf5e70525</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11390">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40GgaJrNa5Fd90h5THu8j7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/635f50b3659f248c96e67a74ac3af3b3b037a51a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afterhours</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9575">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06355bdc8daedff8419c43bd43fb985fa672113e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FPGBd5AHHYtXZZfxuoVKN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alun Francis</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8179">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57lz7wkyFThB2w4UvpxnUS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c51d8a70dd2b2d5154c2909993828ac8792b65</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Stone</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">220</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6122">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db201c3f6a9965346c9a02a0f6639e44338368a4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'classic garage rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1548</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Castaways</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PbCnPQUMUHJXAI9g2Ld7V</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11007">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">898</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32u2WZCxOqyacmU7hNtboY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yung Wun</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53a9cb03b0464536b6747e9e1b508e677b40a546</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8618">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a950982e6cdba09e2421b95a4c8780eedd82825c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1546</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X9gb2eyRES9z1wiIQExLL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melinda Doolittle</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7786">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic death metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yimluzyt2ZhLaha1KX1nn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f6ae14b3171c9bc568019bb7c2f0641c9d63123</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15501</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic death metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Battlecross</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4684">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aLDS9oOXpit8wJTtueP8g</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95729399d41f95e806fdd4c43642e151ed27f6c9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz - Karaoke</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11861</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11500">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uURaMgSBw2wkwAqTdaisN</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1731</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coverchill</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sixth Finger</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coverchill']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7401f1384daa8e409788cd9ebce53d5aafe44d0b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4886">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c9578fae781a42183e87901a1da4dc0cfeb5f56</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g1vVHJ6fb6VnsTOJKjvez</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1741</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reality</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8230">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'baroque pop', 'dance-punk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'swedish alternative rock', 'swedish indie pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Bjorn and John</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6u11Qbko2N2hP4lTBYjX86</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253914</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ac0069e025d559e9c0d8e22fd20825b7bdc052c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1518">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Harrison</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FIoB5PHdrMZVC3q2HE5MS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1194777</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d1b36f226245c6c6d5f9fa1d020f95a5e0d3253</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1759">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kBjAFKyd0he7LiA5GQ3Gz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247687</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'eurodance', 'europop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81bbb408a93b45035cb3a7c3337ad3260e441db9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aqua</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7235">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'vegas indie']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18Zv2g2vUcEGqJf6WnjfXN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandon Flowers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305753</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/128ba7a16915a8e44d47cea57606d102f5b27b27</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7262">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c01e4357a7bbdc1e3eabd3556fbbaf4bd63f2eed</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4N5fp4zhTsVITZTVfsXpc2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Víctor Manuelle</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">665478</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'modern salsa', 'salsa', 'salsa peruana', 'tropical']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5483">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crawler</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ghrrauDFunDEN9t9f8hZu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b88d2a5004d9d6d91936c5dd6cc7db322c16a98</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2498">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccef506dcc1eafa2f44270918b3ba962e67ea3ad</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">696614</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DCIj8jNaNpBz8e5oKFPtp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'dance rock', 'folk rock', 'hard rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'pop rock', 'power pop', 'rock', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cars</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3795">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52uMkSFt2RVO6XxTEt5VeW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'chicago soul', 'classic soul', 'doo-wop', 'motown', 'northern soul', 'rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d949e4574dee5ee7d1c347bb2fce77dd16c76ba</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36178</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Chandler</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8818">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pgDilWYDWLoOgGjf1iHNu</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01b740506d62b329302d55078eb8dc49d32a4f8b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zion</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1287958</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6521">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dbd2347ac193887f77fe20540270be63ef6d8e1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'praise']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41OAtBkqAXVdMlteKlhrZz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Todd Dulaney</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60822</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4080">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Tillotson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/060a48a3363d5a0b722ba0b706059d719b031062</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31287</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36msvw9B10rxW90NSQ2794</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5661">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c296dba5645cc1a88d4cc3d55f74992bd298e7dd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gwLOQFOJ2lFtDKuxho9U1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clint Holmes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1298">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Y8cdNmUJH7yBTd9yOvr5i</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'girl group', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c5f885d075e811cc9efa77d0f6c367701c5553e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3405591</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Destiny's Child</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7565">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127483</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Being As An Ocean</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ML9AQvVVE3c5m0sx1PlmP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99f614106cf671bf029fa7f123fe8fd4a5668b18</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'metalcore', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5205">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FRnFYyWy6yzCXQySCsOfb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">urban contemporary</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21596af8afd885cb2007aba99e2018c2bd937128</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9777</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebbie Jackson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6358">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tash Sultana</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian reggae fusion']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75163345393e7a87896198f5bc18752eb677eea5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">861935</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zVFRTB0Y1whWyH7ZNmywf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian reggae fusion</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1921">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bucketheads</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'hip house', 'vocal house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00320f89cd0aca0b7a12218cc9bf018b03344ea6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3698</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yjuFciXmV3NaPCzwwHclC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7866">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80446</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Vo7jk7sjpIFMk14dedex5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin rock', 'rock en espanol']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Draco Rosa</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7c64f4158a9843dfd235728a5ba529ccca6c607</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2280">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Devoe</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wy8UY6j5hLGbZWE1rC0ih</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8227">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/280739f001dfa6cbd0c865f151b4ebd2270d8cdf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dfDjeZroUd3LWmSFrAZCD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">591</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Parry</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1779">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sgNhTq9930KEF9Hy6xcmR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11232</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c71c9883235644efdb36e1b54f895ca10d6e3482</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Salter</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1327">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24a79a2b96c9ad61f6a0845b1b262a2955debf9d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60589</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Dean</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cMyqwpNT2D8f0WuaRzzZX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6998">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328583</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06nevPmNVfWUXyZkccahL8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1e0f2937a33da1420257028a9a7a6328aa0f853</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gregory Porter</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6917">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a7e9dcef928dac02ff15312874a487b58210a55</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139227</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moose Blood</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fEKZRCUa0JApec5Xy095q</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'kent indie', 'pop punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1449">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dlwjJe4kg9TgOMN184bJF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158918</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d6448b4a148790ae61c22ed735b9c2ce85436b1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Wills</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5592">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SmjZ060s1uBMud6afmImP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20758</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sha Na Na</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/684ef0c949c6f65f8702a8540c3bcc43ff27449d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9053">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghostface</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3t5QLYg3fqvohxXt7q1niX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed79916752e9d460be48b7775d2f7eb986731bb1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32004</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2872">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prism</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16441</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/929037b187d7549071c701b965184b19d0950037</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LRNWnDWFkMtRmlxtYdW3I</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic canadian rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3286">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Outlaws</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e464816744a5512330c84a7f5fae54a6c09c165b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141481</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72JEwd3EjDEwTLypkFYJn9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'soft rock', 'southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10935">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hJi3RunqIMIsCEG1nvzPp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Original Broadway Cast Of Golden Boy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/181f752ee40c32e13e66ed4e15c9e8ae9c55c4a0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6510">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gXmjQIxCO8lMnSncluZaU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143790</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cory Asbury</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/405cd5d354c211e17ef36ef71ffaf00f16f9b69e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11241">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wNJqB4tDaQw2ZCLWpOqXU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Eagle</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6877">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36661c41ecf915a4c3271080fe41b6e1ad747871</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reckless Kelly</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71319</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jmPjksXqVrO92Urmx58vg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11127">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaliyah Brown</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qxF0u4m6DKhAPNheUYTsG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1396">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3p3U04w2DaiBzuYMZnYr00</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20722</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JC Chasez</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56d334c814b5633b4cf6d1effb2ad11d75ae86d7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6954">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ad6844cd3a0d5a195f2df98f44abfcbfe2f4d5e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GDGKpJFhVpcjIGF8N6Ewt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gojira</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">490354</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'french death metal', 'french metal', 'groove metal', 'metal', 'nu metal', 'progressive metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/889">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YEJ9dU5Oz0LZS2gB2RlNO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MDMA</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5462">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f41859ef3f447729611d0e55f6fbbff5fe7f3101</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6p2SwRrKME2QzT2wzFIRzm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dohn Joe</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1987">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KHdmkq99PXA6QEJ2lKpA3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heavy D &amp; The Boyz</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'funk', 'hardcore hip hop', 'hip hop', 'hip house', 'hip pop', 'new jack swing', 'old school hip hop', 'quiet storm', 'r&amp;b', 'rap', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0c6524b8b3632b7eab363ba22f24b6276f1a3cb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">189345</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10198">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18180</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zaWqD1H9Rk0P14iF5oDnY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afdc445e30aa3f03b13ed7385272e01b11cc58f5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'post-disco', 'post-disco soul', 'quiet storm']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kleeer</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2648">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LTzUnZaptYfAFmvqW5M6D</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new romantic</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new romantic', 'new wave pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Limahl</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3943bfce1c5be50eee1e3d6018959e1c8fe36c44</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29984</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8506">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YzCsTRb22dQkh9lghPIrp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1069752</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4efa6b6871a0f672b78b3d16fd5a03c6cd212d58</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'jazz blues', 'lounge', 'soul', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billie Holiday</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4358">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steel Magnolia</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c3485c006deb418a9d5318b4c1b5679cdb923d4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sbNNaQTulMUEWxL5aDTiT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10863</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/883">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">510313</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'dance pop', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vbY3hOaCAhC7VjucswgdS</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twista</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a038d0a839c3e86eb5865fcc291b27c0cd9c3f5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10632">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43041f4d0b9ed54a87ac62a8644883ba014fd60e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nitzinger</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26RphFvRpP9F4KTFZM9kOr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9864">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ByqGbfU0crCY2zEr0U8Sv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7 Seconds</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e760096c09c9ded946b47341a93fb150528be1b2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35392</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'hardcore', 'hardcore punk', 'melodic hardcore', 'punk', 'skate punk', 'straight edge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9502">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d33201211deefd879d7445ebff54cb629e4c3e37</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126206</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Az Yet</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UGMQyNcbGHYg5CDMKkSw3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8273">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97448</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristian Stanfill</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61fqRzZ9aHyPeTdUIqEEFx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17f1c52c8daf66fd59dd873bf19986c001d11ecf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6436">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Glitch Mob</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62c51780ebf3c73f67b7f37f55fb489d1cc5c677</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455704</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electro house', 'glitch', 'glitch hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a9qv6NLHnsVxJUtKOMHvD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9797">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd11360855cf921c2d55cb89a5c0cf331dc2f0eb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10066</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Ash</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L4nRBwqdugqIWCpAzjB9g</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6750">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9e850f299d7715eb1b05e07d8af3bfc98b6f9c5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shins</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">866186</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LG4Bs1Gadht7TCrMytQUO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">albuquerque indie</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['albuquerque indie', 'alternative rock', 'chamber pop', 'folk-pop', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'pop rock', 'portland indie', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11478">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1m2PzkUZ98iiaspQT2FDmY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cd599140b0586704b0d9ab6f3f7d4c65478d7a5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gemini</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5925">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jV8AcZ8W3TfiqInUGWwlL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otis Clay</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/192a99e6f6ece5249c675ca1c689da390fa5852e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'memphis soul', 'soul', 'soul blues', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11944</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5260">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch rock', 'glam metal', 'hard rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vandenberg</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11751</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81215c600827c904d77f009f448d34811760cbf6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hAv15rFpsTe7zteKhhJTx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2762">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'mellow gold', 'merseybeat', 'new wave pop', 'rock-and-roll', 'rockabilly', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nvKpWcP8etYTq4JrRiUiy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a83dde6a555a82ae9f5b30639e20026338d23dd8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138064</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cliff Richard</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/831">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174990</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee78eb3885e3cd32836be3beff84b2d445a51199</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2waKklOyXKNqhqIOmE4yBA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mindless Behavior</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3018">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'glam rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suzi Quatro</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b27403a5cb3d02cd3ffd6fcdc6c5ae228a6f2f2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15jHZ1EZwmm2QDjKctvqJQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141582</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7005">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal deathcore', 'death metal', 'deathcore', 'djent', 'technical brutal death metal', 'technical death metal', 'technical deathcore']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3C5R32AIZlLfMa3uxLEYrU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3759bf1937002f87e00dd8936ce25ec5f35fb7a9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46028</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal deathcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fallujah</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4993">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2ce996424b6accc58cc23ab6b066a011c9216a6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rebel Pebbles</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tCf6wXSd8CXPAshLBEYNb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7638">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sun Kil Moon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4G0XDEk7RbA4BBCTs917U9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'chamber pop', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'post-rock', 'singer-songwriter', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bdffb6a7b62e1ca1c5d93589064bb67515464abe</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131343</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10339">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20225</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Williams</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TW90GjShgkjySrxBxcwQe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/190583f1825c4c8cb3119dc398ef7176e0ee9e77</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'bebop', 'contemporary post-bop', 'free jazz', 'jazz', 'jazz drums', 'jazz funk', 'jazz fusion']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5870">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Sb4jcMlVKNp4BzGXlU7GN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e87145485ccfcd5aa1ed41b31f492f5456ca9fdc</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Baskerville Hounds</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11299">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4768</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cowpunk', 'punk blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nine Pound Hammer</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a9cc529dc5e3fad6248d12dd91c1c82902d460b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eGyO5YgfOaG58AOPjAvKd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cowpunk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6654">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d8019e11bdba1f7e35b8a64d2542a0e844ac49f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tbLPxj1uQ6vsRQZI2YFCT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">700064</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">In This Moment</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'gothic symphonic metal', 'melodic metalcore', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/635">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca134959a6212f3931540a4c59a08e5c0774978d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Money</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OrB6Jhhrl9y2PK0pSV4VP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1351426</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7963">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e640a213a9b63ebb03992165f9a64c20373fca7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62073</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Le'Andria Johnson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gpgMHIDzhdGccwJniIXrh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5551">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sGAdk8VZ43Y6TMes7cVRP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/782c9d16e61f350b8ef944e8d8ac65fa468131d1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Garrett</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11071">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LaYNIRsyHU7udZVygHMOi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2de0f50b7b7570fe4a3be5b7de201d9bffbcab68</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miss Abrams And The Strawberry Point 4th Grade Class</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7560">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blaire Webber</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90c2cc7826c7d1577afd2bfacae9c777d830d858</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bkPa881lGBKeg8VyhAknA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4814">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03n0Ll5tJjUxajYOvc0TQm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Intro</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69ec6d5b47d575db47681be1a2bf84f3db9d70d7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13024</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/778">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3205341</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fA0VVWsXO9YnASrzqfmYu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e69bd60976fd81d1368adc34423c691d86f92e0d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Cudi</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11059">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6959f9bd4ad4acec49b6ba41e3f9f10c92cf4938</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flash</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6r327ya63MLzfVpJx2dzo0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1141</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9454">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['clean comedy']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcd18de1f08d852423200fbe2e68a6aa1a9dd5f6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Griffith</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">clean comedy</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4875</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hEbJvh3BAedDS2vVJvx0B</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9352">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c77fef271227791bec2a6d6404e9e57f83fe9516</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eGXmq4r75swDdu0THZH0x</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorianna Matera</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7386">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aVjo0xHSiuW5hkasoYSR3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175299</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'doom metal', 'garage rock', 'grunge', 'industrial rock', 'noise rock', 'nu metal', 'post-hardcore', 'post-metal', 'punk', 'rock', 'sludge metal', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melvins</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e0358eaea83ed3fda3da6e3b5bb045c9ee5cdc1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6011">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9ac5f2db563d4c6635882e09ab6373b871a7c7a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'big band', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz blues', 'jazz funk', 'jazz fusion', 'soul jazz', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v74mT11KGJqadf9sLw4dA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108632</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cannonball Adderley</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4355">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gold Hits</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f79904c2471609af49a308df4f1d93074ab88f1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mSPjHM8LrByAzKAl00z4g</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5135">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5t64KoDFKW3WZjqzTMSuJE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uptown</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18909b95ee8349283447c21a2fdee1517a766c95</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1193">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2338</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TWQulsMrukg0jLsgsRVGk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Mari De Chambao</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1800">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cru</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ABjqwkg5LEPICnTeoeXKf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2435</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a30a3d79ee41384474d83c791df3311eff708887</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11250">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny With Dr. John Winter</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RhtCZwvwqvZjzfgfq6Rvx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10793">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Wayne</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vJxAZxbPpkTrofblP5YMa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e2e0ba5ccba4cfadcc4d2f5a98ba7c06bd178fe</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9201">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SWohEYYTym0RIBxvoh6wt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48a2a7efdf4ae1957ee1e81469c0147c8241c0d1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afu-Ra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44448</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6164">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/529fbad5e32f812cc02e569969b281204b0b6d1c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70VYJfPdFoKnM9X2Z9DNJo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Best Of</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6693">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mountain Goats</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191275</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hyGGjxu73JuzBa757H6R5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'melancholia', 'modern rock', 'new weird america', 'pop rock', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cdea901a4f4f3875c93aa4d40a6305dda15a3f2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11038">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Be4TScwaNMKX0gF2PCn03</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronald Rusty</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b2229f7a98113dff41a05665c3ef4ac585d99c4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3967">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BHY1vXbLsAx5YwsFwaCOK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efc6b21121797452e83ec07cc50153d8109d2f0f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8897">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fHETUBbKmdmgybtFOFQuc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'garage rock', 'indie rock', 'modern rock', 'new rave']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79c68a4ac601aeaadfae71345d8edb6478829175</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Pretty Things</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83321</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10623">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PVWbRQch8HtuCQAxbuRLh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e4cc8bd9f0c1e2aa322d08e4591dcf7da3f06b8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodney</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3869">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mg8nnhxHsBOe2lJHQvGdH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruby Andrews</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'northern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">963</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92747ad4f17d50adac58413c021bc402dc7cc8dd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/764">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1f5GqyOPo0CkotzzRwviBu</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lonely Island</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">816747</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8fbdf34903d500441a746108ee0fdfa17cd388</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2225">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df85d1204bd3a6da54095cbb1b8b88d519cc630a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">UB40</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1254207</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'uk reggae']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69MEO1AADKg1IZrq2XLzo5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5573">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47bd59276b5924d3d49d3756c093a404ece4e471</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DJNyqL6KaX4UoQ7xcxdcA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gasper Piano</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6034">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb818364389f6343e6b9b77b33715d32a5a6b979</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Parker</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FlUCXHUxNEOk2exJUiqp1</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1019</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1814">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/238d73f88ef542aad802beee354e33d80e3c5db1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1085</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leschea</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66agMXHQUa90IGxSC1zi32</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6132">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dixie Drifter</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6E55mQiMDBTaSNsRcZQxWh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10363">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y06oobZrx9qa5jt5C0K6b</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Davis, Jr.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8541f42798e1b60b3de74aceff7a50e753225225</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1853">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mindy McCready</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/483e29aeb59397a23263058279415e1ae9d65a80</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uB5sjjJwj4kB6TrRGLYJO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134637</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3776">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11417</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PcLkq6IefIYiRWLXOfwKA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5175308a2ee7572c4874aa67af58672fc8459ef</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Porter Wagoner</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5598">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0h5K3aKnzIocP6MuO63TiR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0836df3a66cef20d6715f8a829c1d555b12bc20</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ecstasy, Passion &amp; Pain</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">442</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4867">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wales</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AIqEHSDwom8YR90Mt8CQD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6836">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Two Door Cinema Club</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'indie pop', 'indie rock', 'indietronica', 'irish rock', 'modern rock', 'northern irish indie', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf4b5c4129059163149e43ea3466557e8e05642f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1696001</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">536BYVgOnRky0xjsPT96zl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7848">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Streetlight Manifesto</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/083260e6da182d52f9e1b2f45c54848c365fd256</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192508</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OKOTYGoCE2buxTYMegJp7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['punk', 'ska', 'ska punk', 'skate punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6746">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Clark Jr.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5288b649f3ad0e65b5e33514bae70dc77bbf46e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'funk', 'garage rock', 'modern blues', 'modern blues rock', 'soul blues', 'texas blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">581042</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01aC2ikO4Xgb2LUpf9JfKp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/241">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JL8zeS1NmiOftqZTRgdTz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30bf754c8a18d05291b3498affd8ad3d3adc74ff</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meghan Trainor</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7812277</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6306">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68kEuyFKyqrdQQLLsmiatm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vince Staples</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">917587</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'escape room', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5928a2fad6cc160bf4b37d8d393d401db61e6c2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4647">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7F7zi7OcJYBOmSFZIYYFCR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40182</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lila McCann</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5467bfb0e4d3f27fd613a98cb06a2781c0534e8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9651">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Pys4xsyQVA5ZjkN2Ka2S7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d822d64989ab15c00c04b1b48c515ccea12b0db7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hal Ketchum</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42681</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8432">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1K1m6K2IZOcbyabxB2jXjg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6716</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">One Eskimo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d11ad14a2db655737e42d0ced9b36d0522035319</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['english indie rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">english indie rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6024">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DP9zIr6Htbun1GgKqrUks</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38c34f220b3662f2ed8beb4a4ea49ddab4c6fa5d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'psychedelic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3424</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Music Machine</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/363">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie poptimism', 'pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">591502</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kiiara</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f57fbd8a2810a6092d976518c719ef37ae77f918</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4u5smJBskI6Adzv08PuiUP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6841">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phantogram</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a21c2a74396a24e8d5d7f1d78d3126c0b5216ee</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">503812</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'dream pop', 'electropop', 'indie pop', 'indie rock', 'indietronica', 'metropopolis', 'modern rock', 'new rave', 'shimmer pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l9d7B8W0IHy3LqWsxP2SH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9724">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/923ca4d21ed9f933fec4cba6d2a614e064f64963</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3323</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bass Outlaws</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ttL1bFqAXXtJcKvhsYqOD</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/194">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2feDdbD5araYcm6JhFHHw7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Labrinth</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">897868</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9a7e54f8df26abde79fd1be03f40d4e8569f590</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6581">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Black Dahlia Murder</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['death metal', 'deathcore', 'groove metal', 'melodic deathcore', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6533972c7b518db11a23d7b82a3ef82d74c46f61</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xTDPgk4jHCF0qui3dH6BS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">death metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164226</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5292">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3fd5f08e03eab831fdb4e4fb8a4ecddfb4aec37b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GQ</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kefj9iDPpS1kQtzFSSfvb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2285</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4975">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z5pJz058rKSFj99anP0Q6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kids dance party</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba8eb2d8b3beda2342aacb8f84060fbd4a60708b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grandmaster Slice</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kids dance party']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8115">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atlas Sound</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'atlanta indie', 'chillwave', 'dream pop', 'freak folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'noise pop', 'noise rock', 'nu gaze']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b7f3bcbc45c01cfcd3e8caae7f45b0fe776d6b1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74082</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kGhAL9j1WyNjNkWTRQd8T</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4029">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['theme']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65y3KN9OLgjpVvJikVBHqZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c3de47ee12a9bcf5602b91f19b1e906f05f6be0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neal Hefti &amp; his Orchestra and Chorus</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">theme</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">712</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4090">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19441</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k3YMXJ1MJLgUEAlSPC6hA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fontella Bass</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'chicago soul', 'classic soul', 'motown', 'rhythm and blues', 'soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfae2237059c4013ec44b2583bf26f654ec43903</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2297">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55qiaow2sDYtjqu1mwRua6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371846</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Kids On The Block</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fa2c53d1a4256b05158ab81e34cb3092846f9e6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9203">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cYoU0s24ehE9gPplU6v7J</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24037</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Lesh &amp; Friends</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78e4bbdee2f0841c421d9e8c9edc5b87dc38ea2d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1267">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194783</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Rob</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B7TGqQe7QTVm2U6q8jzk1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35e6b03d8937bf5ab910a2f5ba11f9a92e9b51a8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'g funk', 'gangster rap', 'latin hip hop', 'san diego rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8364">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monia Liter</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfbf83489a523d3a30dd8812a4414a462c6edf57</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VmNUvtIeEkG6Ee1ehXY9v</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/941">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'metropopolis']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d88bf8b17830c263eb245195d3ca8c91973af549</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">V V Brown</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20745</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39ZHUueufhIdbW4yu9uODG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10789">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a577cb46efd14e7e217abc04d9ed72575ee0e7cc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Gpyet62diGuFk76cDWwe3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddy Weller</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7575">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deitrick Haddon's LXW (League of Xtraordinary Worshippers)</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HEdStlITmYLFo1LOdtlUW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8739</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5399f2b569af448854b05fb429d4bbe0179507a7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5668">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke - Ameritz</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1316</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aEMARkjW3SYYnGLTLgCks</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6f9a117007956a4220c2e6a91b696d9b8c46041</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6387">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfcecbf2f468ac224e860567f210ceee2d73f6ee</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meg Myers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0W8xe7IqAPlnBRMUpWOUuJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122260</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indietronica', 'modern rock', 'shimmer pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6608">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nCgNmfYJcsVy3vOOzExYS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Contortionist</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'deathcore', 'djent', 'mathcore', 'melodic metalcore', 'progressive metal', 'progressive post-hardcore', 'sci-fi metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97267</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd5017700d2ea5f987e379940e33615e1baf9b8d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4790">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Puff Johnson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2836</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tZuiycQazMlEVhiPXuKLk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc73789ec2b8ddc78fdfa6470b8e1413353ec923</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9979">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1457</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buster Poindexter</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5He6VbFkpZk9D73A22xwDo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7ea0513d47208528acb778c2e248ff38d6f3456</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5850">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gicmh23DcoMYjHKYo8OJ6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tettero</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d0418d1e0cc3cc84af312f0a33208595bac7b15</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7049">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">798333</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JysSUOyfVs1UQ0UaESheP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'alternative metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'old school thrash', 'rap metal', 'rap rock', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthrax</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c13e8d805f8ba3a676dc272b0e2e237cdcf41a5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6777">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kari Jobe</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XlSS9O4eHRiJ0hKzbaFQ2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">610908</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0dfa8d1d7979d78ca328b5b26c31487ed09b9c91</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/181">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'memphis hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'viral trap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ha4aES39QiVjR0L2lwuwq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53902f9cffd049de4daacbe72ac469580ba0cbdf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2512541</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yo Gotti</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3017">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156902</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec2781f66e4e0cf79684736131c0374f9b0d1e82</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lobo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sldhz8tzC100cRAdfnMht</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1330">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128300</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zIBkSJcqRp4ADuFI94WvO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darryl Worley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0999040b617a583ac538f42c32831d4ebd9d9173</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7237">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">My Morning Jacket</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339171</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'jam band', 'melancholia', 'modern rock', 'new americana', 'roots rock', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43O3c6wewpzPKwVaGEEtBM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00706925baf36814f2f71b0c903b94d6af9ce5d5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/428">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pentatonix</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2334119</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/443017f28a7b6b1cf4ab12f61600a84d955ae79d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26AHtbjWKiwYzsoGoUZq53</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11273">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angelina</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45102f5c8a1f9bdf7fb35931fe3e2077e7512cee</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xMPv7r6uppYaOJBXoMIXs</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4793</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4157">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FClsNYBUoNFtGgzeG74dW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">426849</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank Williams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fc12e434b15c08796c7156b2f630df84345b9cd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1013">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46gyXjRIvN1NL1eCB8GBxo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2075580</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c043d3352b43022f1ccb03f664c1cb82a3e95b68</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Time Low</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'post-teen pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5363">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace Slick</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/445a33b4ba4c732800b3b56a68e6105182e9f7a7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wNX7r7t4Vaahrx9XzyYIY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12477</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8869">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonny Lang</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'modern blues', 'modern blues rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144867</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rX1EodZfwxmW4fQX2Caot</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a90054f0e58b61f550024b720bde3dc5e3959cea</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7449">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'post-post-hardcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rxPTMtxVQKNAbBBl6cQrw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/917257a6812f38c102a24d15fa6831777332ff71</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Famous Last Words</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76038</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6531">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'screamo', 'trancecore', 'uk metalcore']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Asking Alexandria</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1198660</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b268a7ea2563881e07089389f9f72e71afaacf2d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1caBfBEapzw8z2Qz9q0OaQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/131">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29740214</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uNFoZAHBGtllmzznpCI3s</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Bieber</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c3cf2ee3494e2da71dcf26303202ec491b26213</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/155">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago drill', 'chicago rap', 'drill', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1145568</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hcs9uc56yIGFCSy9leWe7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c69fef1d9303d2e36668ee9519fb11df412ff88f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago drill</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Durk</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10798">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2b95baac6d3f87288a3b22b4f431d18f38f8268</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop Staples</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">463</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">505cOn44mVwg71EwcgHCDo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4931">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05b891a72c523a052a810172525bd317693530e4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zpKjsMg2gw1St5WcWoUJN</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195103</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EPMD</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap', 'turntablism']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10847">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midnight String Quartet</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8e75395a4658d1b0e81151d36e3213f3c4dd717</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">484</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qmgg6GeIfbdIae2c7ZtGr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9639">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nrUyKsdgzlKT6KpTcPhjA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dd8e118f667b2d566acf3c8121481a25c0fcd34</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31911</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Mike</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4344">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/668f3029cb8b8362b5f61b6f7f7fc1d575a2070f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cover Guru</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ViORA1xMSmL77eTxmzZPZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['workout product']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4423</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">workout product</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4836">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FLMHHUhqa9B8wpImQmcn9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">399</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dash of Honey</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4faffdb20541dab52fa5488df7ad2e196a6768dc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6647">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tPjSrb43a58uznKru1k2P</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98391a03109132aa34fed839e5e1d459db993911</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A$AP Twelvyy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155166</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'underground hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11509">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vic Lewis &amp; His Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vQLW6ivfoiTkm0q2YYOYo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c7693f5fe7d45523122e94a5b2717c10cd153cf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4294">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teyana Taylor</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'pop rap', 'r&amp;b', 'rap', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">600143</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22feeafd7d9975cb1348f7b4d8101a7a467c5392</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ULO7IGI3M2bo0Ap7B9h8a</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/962">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1W3FSF1BLpY3hlVIgvenLz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">662681</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The-Dream</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/892f534bad4b46b99c4f7e277674fae647da379a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10889">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ac2c4e1999c2b55b2c456ed9be6afe78d1c7e0b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19619</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mikis Theodorakis</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58EvYFzDGAQOmBpIOxujnj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bouzouki', 'classic greek pop', 'entehno', 'greek contemporary classical', 'greek guitar']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bouzouki</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/945">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2U6gqwyl9F33YxawnFrZG7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad12b4f22b73fd8a7d7af7f40fa1bfec5b02ac79</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177695</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'europop', 'neo mellow', 'neo soul', 'new wave pop', 'uk pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will Young</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5532">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf271135bc4fa4229978321fe954143f8a9cdf69</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Q7f5m9LPlB9ISWWQMza2d</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.C. LaRue</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">587</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1099">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba6e9bbf813f0a877ff31c397ffeda1366522517</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wyclef Jean</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196658</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aBzpmFXB4WWpPl2F7RjBe</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'rap kreyol']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9286">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iconz</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">358</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8a36a1f08c9050bfdfcdfbb23b2b2abe7c2858f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7evouVa0XfhlsKBjU5Q8W1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8138">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'alternative r&amp;b', 'hip hop', 'indie r&amp;b', 'nc hip hop', 'neo r&amp;b', 'neo soul', 'southern hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SyCTZ8X8YQCI0J1VRp4iC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e943484c27cf7c6aa204fff5fb64e9319b1e7a16</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phonte</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48576</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4550">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benzino</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6181c81546e4caeb7173a70bdb7796952ffc3ac</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kL2OPLMiNMXhojqQSNkUQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4382</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7969">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shekinah Glory Ministry</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87813</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50DI0MpQBOtBO0PFtKVQRx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8f3b9c7c37b4d399c6c1ac5a3a1f42ee0730fbe</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7161">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Crabb</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61SFRZAmfyJhcffwR2Ijuq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f2855cbbedaef8ad490c8f5e19b55f38794d96b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25543</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10425">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dmcblue</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86a4a810e807ca81316ab5e43dbccc13a77629b2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lpRO1LVg8gn9ClnCC3Si5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11184">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Hornsby and the Range</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CwJ4VEWs7HV7MWQt9cgyk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21110</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79ed585f1a3feca47b5d8b681949f1f3942d2205</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3569">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vpDg7Y7fU982Ds30zawDA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">499696</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic canadian rock', 'classic rock', 'cosmic american', 'country rock', 'folk', 'folk rock', 'heartland rock', 'jam band', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/750c386b0ca07258347328b68e171bfcc1addead</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2221">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30469</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c40344fe27279e9f5f8d4bc64e0e231130d8c49d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jJcbGPjjyEhAoU02ynHaA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nelson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5579">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uWYxhgi6aDRAlCCL0MHI7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jessy Dixon Singers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9751">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shotgun Messiah</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">418</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08rXQbq2f7z8o6PRcsmtJJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88a3cfa347db0998e27fad70f0c44f86b0caabbf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2345">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345111</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de7cc06e0516e64fefcd61244025027acd752560</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fine Young Cannibals</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20p5D2KrE8CGuOjHtxsyTp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1299">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">538629</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1162a2565c83c56f69440a0ee9c0c5b05c1bfe6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XlIhgydjvC4EniPFZT20j</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trisha Yearwood</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7004">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b3f6b85551ee19eba58c2f630f12c4a445c190c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pepper</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YK8JdPbiaMSnf4hrlBkGT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224649</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'reggae rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10589">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Kantner</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ihWIBKwmSga5Z7J4SHuAu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1712</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c1658dd5e7d749e002ecda520b209be3ede3be3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic folk', 'psychedelic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic folk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2687">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20kRNjGAzhnBIflemL8JfY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19790</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Romeo Void</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fb370405c314809366b343cac4dce22b2279d28</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/891">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WILLOW</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rWZHrfrsPBxVy692yAIxF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09a320c87e69ced87bb1b0989e9131a10a1066f2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">495169</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5110">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39ca589eb1906c476b688b7d51df02462fbcbc52</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ska', 'ska revival']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ska</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Untouchables</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4709</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PeH0LM0QG4jFfzSmU0SuB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6902">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29ijED2bnnprp2TciAK1aO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54788</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26f7e576fdb359276baeefd6bb40018376e664fa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drake White</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11481">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hFSukEzqXAkCIcXNnctZ4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">343</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rollo Armstrong</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2072">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FU-Schnickens</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bboy</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BnZSEAPhFsB1RIyeEgXmN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bboy', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dd74831f9e7b20d4d9aa22b0f4d5c238396a4b6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51039</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5651">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1292</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19b2ddc017a247faa44e0e45b94b5b7fe9606cc2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1asN4HM089PlqWPJRkHvLA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.W. Stevenson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4000">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british blues', 'british invasion', 'bubblegum pop', 'classic rock', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c06b9e6723a6ec5be9ac73454ef807e3e3e1f27f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5670CyWrIOA7702gNjsGMZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manfred Mann</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158643</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2671">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giuffria</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tOyrwtpSvttpZ04mI2Fb4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1615</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2718">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic uk pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'ska']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3loflELg7MzgrOyNqERolN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c05ebc15af06d7750c149d43b7490db7c1d1b3fc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139888</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Style Council</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6580">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sN51vEARnAAdBw1IKZ8Q9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liam Gallagher</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8f06e460d058bb9963c296842fdb88a864bdd2b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">466337</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8086">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90c08e10a76fe5534b6c7f211689376f73ca67e8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cursive</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60559</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sylmUjlKYsLA49YtkNHW3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'dreamo', 'emo', 'emo punk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'omaha indie', 'post-hardcore']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4598">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110749</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Clue</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'hip pop', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1g8uGVofjr2ApBrI8OZhJf</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce83977db3854f2c348650acf202ed538dcf921d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9974">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grandmaster Flash &amp; The Furious Five</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f884587e168f6975d41975795402ae0793794d43</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hQCwevTf03u1rECrRMeop</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'old school hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64669</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6408">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">507038</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'chicago blues', 'classic rock', 'country blues', 'electric blues', 'modern blues', 'soul blues', 'traditional blues']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e974096a38e257ffd88fc3f4959b43baefa93608</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Guy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gCsNOpiBaMNh20jQ5prf0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7917">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6e58b51c6e7bfb63bb5c5e677a9b685459ea896</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13FXauAHQNzbB4nqWKmtzu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Helmuth Froschauer</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10448">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12580</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Phillips</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VWHWGvsfZm3cOsRCOqwq6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d7cc7001899c1662fe53af3848646b8b08d998b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9620">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Angeles Philharmonic</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8039</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestra</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestra']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3fd4ea1ce4196fd2a9d8aeac4780344cf3db1db</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yeL5iw4hXNZtd8T7FOoFU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2599">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3accc4b343a19a6ba1518a73421a6281b807cc2a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Carnes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112193</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PN2aHIvLEM98XIorsPMhE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4408">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91a5653c3b656c1789c3a81eb99093eb08d9df63</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3h6Fad2rd3yrtHQlSqxKYK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Latin Sun (Pete Surdoval Productions)</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5089">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mG3ML4ZsqO2sm9id0U1PA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">APM Karaoke Party</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12a28cdd8a0ebe74e25d4512a3b9b8f0f836f512</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9741">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81089</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz guitar', 'smooth jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fd932128ebf5efe780b2cfbc960eb9fd1194f39</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz guitar</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earl Klugh</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00Nnsh2ykMBYnCDsSFGXSY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4478">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZAibQ1lZh5UbUaQybsn62</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2348</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b6c2c356b9d354c1aeddeef627087cd0309fb09</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of Rent</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1217">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jx1ZcYEEgdi86Gzc4T7Jq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4eec25524b7d078781211f3ca9fadc7ea2b4aaf9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nitti</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10446">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169733</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cb47aa5aba19de14aef71b7b55bdd391a199800</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GUVj2b1lJ4DolQyHlzyaO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blind Faith</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9089">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch hip hop', 'new orleans rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9826</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/542bfa8bb6ace425a6241f23836887239baa3e0e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CCnfGrTPgEJoHFk4UOe0O</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Turk</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1312">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0o4U0XniVaa8UFVikUfANZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Jacob</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7341">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kQB2RN7WwryMdJ1MoQh1E</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68b2a0c58963a3c2aafb7a1ef91b27835d6bcf19</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ghost Inside</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177374</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5407">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cbdd99389a81cd78332603e6d7afd4b69abd5c7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AQVIbXzroJV8VBwKdy7Pc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6515</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian uplift</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian uplift', 'indiecoustica', 'roots worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wilder Adkins</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8966">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bizarre</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73746</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TSvMFHlguDI495vujOAys</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a3aa0a3dbaa45f841064b19c6f28f19274224a1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4870">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rqb5s3Cxj0lGr6jTrWc0P</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a7d38cf1a531135ab78ff43b7b14b15b7f279eb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shyheim</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29501</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10987">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i5yrKtlP4URcRBXQQwnik</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'bossa nova', 'cool jazz', 'jazz', 'jazz guitar']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a839bcdf68a99108696fd999546ab8c4c3a59d3c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14038</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Byrd</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9860">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'groove metal', 'hardcore punk', 'metal', 'old school thrash', 'punk', 'rap rock', 'speed metal', 'thrash core', 'thrash metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de817254812f503a0653fb83dded5c592041648a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.R.I.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eKzDvHhJgMtcaOrvEXCTv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100241</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7437">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">500325</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FKA twigs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nB0iY1cjSY1KyhYyuIIKH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9eca13f8fdc0616f84f9c7f9465504b735590235</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'art pop', 'electropop', 'escape room', 'indie r&amp;b', 'indietronica', 'pop', 'trip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9199">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Moe</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'houston rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Yj490bi1KL0QpDnVOtHyr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122996</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/390be41e49f6ce8960fd2117340a937a0dc9222d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1135">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bOlhT8OcoC1lCpN69NcFP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kat Deluna</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0567ac2e5662d6807c74f01c094b1aa3c4155cf4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">403611</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11433">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ivan Kojouharov</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uQFkI3sRnrkcudFjpSrWP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3339">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'motown', 'post-disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6oV3BNm1Gj2GGgpYknc5TN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55170</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe9b81e113fda9e9594c1be350add321d8eaffea</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George McCrae</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2023">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A8UenAZRv51yZVv13nFQo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trumpet</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">532</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trumpet']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerard Presencer</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4e6d4f5d69b78c09207aced67d1a1e86fe56fd1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5890">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32412</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07ec2848d66d57e8301389e8e46d9017bfdccca1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oVwztjpHpJlAvlVVuqVa0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'cuban rumba', 'jazz cubano', 'latin jazz', 'mambo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mongo Santamaria</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4799">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Popstar Band</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b4de3ed6f5010e3953d47a948163a762350975a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1610</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JS1zKAsOEW8596yvn5Z6a</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8698">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'indie pop', 'indietronica', 'jacksonville indie', 'new rave']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c82f3a31ac0a4e7a70e472540c59e01be8e9ffc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60398</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oJolWh3meHLWUcyIijst7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Kids</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3703">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a17a48e24369e2c8bdb7a1cd3f930afc25e3f5eb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fuMi2l7TS729CITHR9Zub</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glass House</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10441">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Upton</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vaOLxWPpsv5LVsSHBy9tF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/731f55aa7239e5da4d9e71a7478187e4f4c27a9e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90743</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10066">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20B6eaXUEN0NOvJqdebu7L</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11184</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colonel Abrams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c72197822f72246f250f4054145e4ac54ebcc092</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'post-disco']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4952">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d1de78e77a9697ae4ac9d7dfa926016b20eb870</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZEN9fas7mwucHDBV10E2Z</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod Stewart (Karaoke)</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9804">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10d13d073e1052f0d5676be08c31d03446ce4021</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fiora</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal trance']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2r7POU2f5jV6x3k4vsNwrM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5317</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal trance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/81">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ava Max</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">587007</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/680ce21fb0a4bf8d5203228ab6e07e5f113f6c0c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4npEfmQ6YuiwW1GpUmaq3F</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5879">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pBljwfwnohfSNDXixEYHm</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12901</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'merseybeat', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e12e1d7d2825c227004100b1de3bb84025fce6cf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Hopkin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7356">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deerhoof</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54218</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AZwAitWq1KcFoIJhRWb6V</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'experimental pop', 'experimental rock', 'freak folk', 'garage psych', 'noise pop', 'noise rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6960c77dfed072a2ec389531ac0b475c00751233</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11285">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6850</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hckaudcoOzWyeRIlrOksc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelly Osbourne</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6387a619ee744a969369034546bb0990133aa0b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5421">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gino Soccio</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c1537f8373c8640d3bf7fd7492c14e2275f1d15</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q2AjYY7FmiMh29bKki4EE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10587</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'italian disco', 'post-disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1055">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'eurodance', 'europop', 'swedish electropop', 'swedish pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95076</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">September</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b25d50f9819615c6e93da9e52707bd956859fd1d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VX2R9L0O0d6qPvqGuIH7b</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10986">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3194</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9cfe33f3aa62971e1270e432847848ac8e65eaf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uHivHZ0fLfvwPL1UgkpMU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Annette Funicello</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9211">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eeb1e527cef3926ba8a53adb2a3cd4e6eab4440a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48OvglGiae55NbGoi9rkXL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33899</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Commissioned</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2928">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69vUB5BBarDyTccTGcDVhI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Get Wet</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90f69bff851d14ace49250005cede88eba9b217b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep eurodance']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep eurodance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8874">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Static Lullaby</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46972</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nrcqEG1EEnOwpAfIv0UIb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ece8bb51fa36c1e8dbceaf09f6f68412939752b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'post-hardcore', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3916">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hm0Ngouir56yhbzXu9yRH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ee5199059023f8daaf59583352f593ac09ca8df</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">358</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10086">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328azApStz6rBvBKZsUwvi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1181</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">louisiana blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['louisiana blues', 'swamp blues', 'swamp pop', 'zydeco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockin' Sidney</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/142cc3ea1d9bc69c2666e0f4b799d2724c9f3b53</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2222">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39oSLGo3HkaeYXzUEGgAGQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'madchester']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30380</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d93044fa1435bd0a4cb9e774ae15362ce2e3f52a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EMF</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1086">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">357999</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FbDoZnMBTdhhhLuJBOOqP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alaska indie', 'folk-pop', 'lilith', 'permanent wave', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f02cc6d5728ff4f86f2d9ee2b226d0d6717b7ee</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alaska indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jewel</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3192">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Davis Jr.</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da5f65f3059bf7f56ed456a6b87c0d2057463ab2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">090k1Fxa70NDQvkXmQBUfW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8551">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'indie pop', 'indie rock', 'quebec indie', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunset Rubdown</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f4699207e15f61ee70ed4b1b5b1d2168549dde5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18662</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kmq4NmMAD2EB24v6Il3qr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4452">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114664</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wQMF27xWhSyJFnO9L5mQk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cartel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop emo', 'pop punk', 'pop rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/415f65d22b27ff1c733a98e40a33e36a3e6a739d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11192">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starlight Music Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21456dc419f6ca4ca08c11da16b66ae160fc485b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uI6L2Gdy9rPYrv6OUBTyP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1035">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95bdabfcd4719c71269c626d04238dbf5ad8718d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3076801</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Offspring</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LfGQac0EIXyAN8aUwmNAQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'permanent wave', 'pop punk', 'post-grunge', 'punk', 'rock', 'skate punk', 'socal pop punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6395">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'melodic death metal', 'melodic metalcore', 'metal', 'metalcore', 'nu metal', 'rap rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aab7a925999d46d69f88e2a6a03577d20d33e11e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266780</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79el7mcHYhXYW3Zek21i0L</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DevilDriver</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/521">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Disciples</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166316</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep groove house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep groove house', 'disco house', 'edm', 'house', 'tropical house', 'uk dance']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38b5e874d9b2e7df1c8baa827611f96cdf7880c6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EehXjjMktLuJmbRsM7YfB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2634">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60546a9f9a406f1a553601b699aab0e133395d3f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kool &amp; The Gang</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1059139</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VNITwohbvU5Wuy5PC6dsI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2629">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145611</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JCt4xrbbBB9blkKwNlcJ7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'minneapolis sound', 'motown', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evelyn "Champagne" King</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba82f04f999be25395ee804c99bda6e00a7e9514</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8708">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'electronic', 'laboratorio', 'trip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6liAMWkVf5LH7YR9yfFy1Y</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Portishead</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">971886</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05d3721739aee511a898081ab140daa7890a0120</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7505">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['show tunes']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NxcE1vZdlUZCnuitqIuHS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">show tunes</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14411</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c02e77c659e4e776e5a71adafbb911fac1a198b8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hedwig &amp; The Angry Inch</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3594">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc736f3e222b36cbb8e2fdbda133c63343ada353</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1064</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sLCGVQxw6AoqmZhVwswzG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ocean</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4485">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06JH3wcXkJg7eoxZVMO1UX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e635bb07e0d3a25eaaad88c8108f2973a30a24f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33200</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.O.K</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7814">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jarren Benton</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02d67df3be82c160fac76d2c3a8343a5b950c158</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YI7PJwny5JsO7djczHwhP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116152</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'deep underground hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2228">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10737</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Londonbeat</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1062a89b55a536e9b016c1a6c14dc976ffc03b95</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gcMPgunYh4rX1UOdvZKBn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5294">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Philharmonic Orchestra conducted by Louis Clark</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hzW2Vlxpq0gQRA6Dbqihj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1191</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f178b234d79759efedf283af5a92a1d750a2fe44</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6536">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5af721f394bca280f11328c2083d1acb3e8e2eca</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19604</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1prBkGnTNcd5Z01DXSJaEo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropowerpop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Control</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropowerpop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5453">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snail</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bf1add6570002fd47677eade3d3dfd12695bf0c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wT0aP8P64nluWxRPzacDe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6169">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4q3t7t2bWgFdiYgfXyj0It</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">space age pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['space age pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b96caf2b77f4d3a50e045d92308d52b1088f7550</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">516</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Strange</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3792">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Della Humphrey</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uv0MJUAFrcKqvxgjzJ4i7</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3671">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doris Duke</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EBkFWxQ0EP5Fvya15d3Af</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3332</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1f3c5eafac7e31da44609f94f4f2ff16dec4f0b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5599">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07869e9bee6fd3ddbe8e1611813de1b5dccc1b8a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RRLvoHksWI2B29066W3DI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lea Roberts</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3300">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Simon</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31490</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HRSYURV6LFFRCjAtiK0py</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'philly soul', 'soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98b31da2186c6b6a2e0cdd726b052042718f97b6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1718">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93cf65af0ce827fd422d49012e9a8ac83417d514</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'diva house', 'eurodance', 'europop', 'german techno', 'hip house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104709</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Bouche</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">488v7rQzthLNK22r0UvMie</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/644">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a6325d8923b3d58167b807d6cd988f986777e3b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6p5JxpTc7USNnBnLzctyd4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">677440</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phillip Phillips</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'neo mellow', 'pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10240">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FxfktQqX5bPmo01bBTbQR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3706468771f4cbcbb738b8ce271107900d67afb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grappelli &amp; Grisman</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9432">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7A5pYHTMQQGjyR62PzuRCQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7c4323b12f302fce5d4298ecb1ed24f088d5082</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steady Mobb'n</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19351</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6859">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fred Hammond</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ndyVAdV9UqF1XjyTJt484</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b97b37a7eb83bcefaea0f2120579729a20fd49c2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234213</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5338">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">492</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XA4LLL4CW8h4VWRY1EVbB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Fox</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b0270975ee61584ed5b530f76a14181ee7f5b7c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9476">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46f9cc9423a3e89a3bc0eae166e753db06aec0b5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5634</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fbkVAnlEb34awQtWEDa6W</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy Zuckerman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10750">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7711c61025bf57b540e7d79ce8a566158b4d46b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Davis &amp; The Nashville Brass</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RbFQj8a2ZsAHlby0NypKp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/556">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32zks9ovi0IExzUd1C7W6o</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ade5b65def88f97c50e10f2e8385e1b10a75d63</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steven Tyler</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern country rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53564</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern country rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10277">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff van Dyck</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3017</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'video game music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bf72b83d0bb8f1b967306a942ce160f3a8b1a3d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36t7yveMZw33p454gl9k9c</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8707">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bf79f952aed19f269f5aa894ec00d1a7463bb16</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston punk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Street Dogs</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35510</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0spqoVkfVzRyAPmA6ZY5F9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston punk', 'folk punk', 'melodic hardcore', 'oi', 'punk', 'ska punk', 'skate punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/79">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Future</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5ac5dc59664cf7c64795271602316dde494a6d1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RyvyyTE3xzB2ZywiAwp0i</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7985083</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1022">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37586bff2f1245616d26442111366ecb506deed3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Rich</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5082</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51THHWH97iA2ISvNxUn6Gs</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8211">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PZYFmF3PH6cOREAzfXiAL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae62216cfbd71f2c0e294a3d8daf2beface115bc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13441</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Countdown Kids</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">["children's music"]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">children's music</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10495">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mahavishnu Orchestra</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'instrumental rock', 'jazz funk', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ao7NH7lRyQAeKQg2mlTcO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66679</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d47e45e354175b3b5fe5ae35f65df69028b298d3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4813">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">220806</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GZA</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99b354cef6f088bc6d5400fffee5095b2a038cfe</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ns6XAOsw4B0nDUIovAOUO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9223">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HNBAhTsOulvQ5vKYzBNP1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b17fd875f3a0d0cc788c71df1caed031053eacd7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loga Ramin Torkian</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">968</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7231">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ug41UGuMZzlV2hJOrOqHN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35290</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4502cff1ba274b0fb8bd49728339c35853398777</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'hard rock', 'metal', 'neo-trad metal', 'nwothm', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Armored Saint</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5303">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Savoy Brown</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0002ab8f6022318fbf89f72ca03843859c5d7b43</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17obwOahRWI121iMUZznh2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58005</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'british blues', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'hard rock', 'modern blues', 'psychedelic rock', 'roots rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9456">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88fe296f755d5b0dcef11e08e4ac1fd012a6c2b9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Tae Woo</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">korean pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37850</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OFQZvle7HH55LvauNmUIi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['korean pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7414">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/445a8c66473863c70bedd542bfc94f196796a967</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12091</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6b0TUydvuFHiCMET4SZ0L2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">No Bragging Rights</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4147">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qH7JjrjtYbvone01gPzVd</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diane Renay</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">785</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/825723a6294d2177acf096b7f0e92f027666263c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2302">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Saunders</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12a597a511a68b482899f69a75f2b54e0dfe205e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QoHE4hN2waHD2jELo0x9N</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1242">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Vassar</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d39c05f2c0255f9cece82b2aeca7a97ff4a07cc4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XhhO2dTs2fKyhILj0aam6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171152</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10975">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical soprano</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28zJ68gN34mByp7NEYNdse</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78b45a265ebf0aa11e8d17249fffab373218b0dc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical soprano', 'opera']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4285</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Moffo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3273">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f9b40704e3361c93ea8a8b7a86a5d9ee755466e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1R6Hx1tJ2VOUyodEpC12xM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Croce</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">497318</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3241">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Marley &amp; The Wailers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QsynagSdAqZj3U9HgDzjD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7127475</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5aae2067db80f694a980e596e7f49618c1206c9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8209">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Friendly Fires</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202414</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mZqziCJj4pq3P2VBpmK6p</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49b97083c22cca15716b445e1a9ae374dd8b01ec</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electronic', 'indietronica', 'new rave']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2675">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Manhattan Transfer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'adult standards', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dogRElUKV20C2khRHqjRc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52705234c1cc2a1b07f70128aa189e8aab8be650</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45000</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8087">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01rgao9OzfBm2BOHWJpi1Y</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Espinoza Paz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1086412</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e685c4f74d48ed6410154dea2dbedf409c639bf2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2501">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45244</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Gop8SbSVt5SaJzuaRFa7D</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Estefan And Miami Sound Machine</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10072">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afb6cd43c5993880c3a41fd5444774a908adc957</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock', 'metal', 'neo-trad metal', 'nwobhm', 'nwothm', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EH9eSje47IiRyVsq3gfkl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raven</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21546</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6219">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce &amp; Terry</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5eda2748e50b5dc16fc147837d2588a7a65f7f8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">587ktvH0lJ7YdX6hgP1RNm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10908">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonny &amp; Cher And Their Friends The Lettermen/Bill Medley/The Blendells &amp; Their Hits</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70210ca948f36bc2fc6225cb8b005865616109bb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KKaSDEPYCeXFsMP27Xqnp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9582">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'britpop', 'dream pop', 'ethereal wave', 'noise pop', 'nu gaze', 'shoegaze']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60719</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lush</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56b2a6a3f335cd4ac52aaf140940acd19d624355</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ysp8GwsheDcBxP9q65lBg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8960">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f191dd63638cd9cbf9323ba45a8eef47e5836c6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Uj2hge2fxypJ7f4ik6lpr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian hardcore', 'christian metal', 'christian punk', 'christian rock', 'dreamo', 'swedish alternative rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36862</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blindside</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11276">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BPupuaqc7AXufhUoyvMrJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gonzalez</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/654be4013286df5cb4c1fa5ea22a51e9819fd6ed</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">677</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1630">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Method Man</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VmEWwd8y9MCLwexFMdpwt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85fc66422f44f641ba86e39107c290fb9e9ea7b2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">943081</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10520">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fairport Convention</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f08b61d2f289195b7f29035056f7743935e87e60</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55026</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'psychedelic rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LIdnZDzySb04oH40be1fR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5155">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mBijQAmOH1AbIxnbg6XTi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Icehouse</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">699</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10236">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1950928cc2e3dccb0f15edd3297c6cfcd2d46053</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The A's</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EfRaz0wSThSgyKJQCUdeL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'philly indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1054">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07VmOvmuBp9G0gb8BTrpn0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ff4f3a990b845189e9509cfd0b39779dac132c3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Jones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199503</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3896">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19447</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat', 'sunshine pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spanky &amp; Our Gang</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12V5Y0dEdRroUCBr95IXO9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1180ea7693cfa654b4e7f0fc1d7b9399a9be2464</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1416">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HwM5zlC5qNWhJtM00yXzG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a164c44d2c4260d5c17df105601d0e9bb76f2ef2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1561402</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DMX</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4851">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4913</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ahmad Lewis</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a606b87bd970def63150669549818a748d048ddf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X3nIh5dynzfAQmy1Z5hXI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/930">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gyptian</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">316390</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'dancehall', 'reggae fusion']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JX4h8xm0hNxCB0aNBWzyi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aeeccf0926629592a122a6df1a1018dba80976c0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/687">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enya</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f6e6c9ab85e148d02a095c870a94f5aa8318148</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'middle earth']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uothxMWeLWIhsGeF7cyo4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1107796</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1375">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">453959</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'piano rock', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five For Fighting</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18bbcd7d392b5f48754d7d89afe37f979fb47199</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FgMLbnZVrEnir95O0YujA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10705">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30f8ca85db49eab3e53906774a7708b83225c5d4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Redeye Empire</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3532</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dO3Wg6SH1FaP1gmJGbWph</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5856">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruby Winters</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">441</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f916d4400900ec0b9b51b399bf5cd47fb09600</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e8v9C48pJtQoa5ucb56EJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4023">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Other Voices</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MHN1ONCFq6jyk1mpzrZiR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09e44b6c11c20e8149f8c2bb53e2893dcfa8ec2b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2548">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b526302e4ef6dcb7841c22c9a1d87c7b06b1c0c8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36062</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4k7b3DWqBnYpobDWbNWLdM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mel &amp; Kim</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8016">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">974</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Once: A New Musical</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee06393d237ec8fda3642978c11dac919a39b3f6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58E6mj83zDwl6NovopWzjC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4243">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2015 Homiez</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f73616cc2a0722b8b276f8708f7857cac08b2c3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lwpq74hzMX4VHImeNGb9M</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9116">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KQqMAIk9n7Axul2872iWj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Thorns</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adec38f22f421a3495608502f03866dc4f951be4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1547</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6854">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109461</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'indie punk', 'modern rock', 'pop punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joyce Manor</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/911362baacce523fe8af16e09fe38c8dbc67ac26</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qbvNcfTfckhCNM8NiR8nN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5852">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otis Leavill</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iQiyb033XXZPEz1MfLy4L</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'deep northern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/229">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77kULmXAQ6vWer7IIHdGzI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60d7536f6bc5cf04222a9c05e8def6dc1417829c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147390</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordan Davis</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1790">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BvltIR3D11htiOg84sbVX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e349dc8d2ca7288f36284939950de7d56fd553a1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rome</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14275</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7256">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cb9402cdf8656a7171b1d2750988f6af5a52c33</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5h7oZ7t5CU9lst1mIrjp3R</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22254</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['san diego indie']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom DeLonge</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">san diego indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4748">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vOycwLXdkMMzpZW04VW5m</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fe81f1e7ec41c0491384cd6375db49586a4f1fe</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tito Nieves</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">428843</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'latin', 'latin jazz', 'mambo', 'salsa', 'tropical']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2329">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beats International</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5554</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6C5gMdsVmZHJG6yJuC68sp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a050871c8a31295067926da319f5764c10d9d937</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1799">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tha Alkaholiks</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53b2cfcf880fe3bd886d38536acffabc994f70b2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FiRV4AeJUGaW98BhDIAKI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50958</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'turntablism']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3014">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3303</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IEICAjQ2utMbLHi7zoc5f</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12869cc758eaff80c3f2635855e5eea9aad6f231</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Stewart</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11491">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2014 Red Hot Records</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db402361101e5ad525437959f2b9c76a427dcfac</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kuezHpaFdBdyY69fQpHif</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10708">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic schlager</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2V4AS8qG0fOsXkH1AgLlB8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10172</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic schlager', 'volksmusik']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heintje</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/786df6a12dc5adb7b4d39e185106154a8fce88f4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6973">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iJLPqClelZOBCBifm8Fzv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1363854</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pierce The Veil</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32c9cc8f05267eb133588c9fee58a00875b42965</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8940">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Lloyd Webber</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148817</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ba012f4cf18253d8ddac2d4697e4fb5ee22d447</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'show tunes']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aP1lp10BRYZO658B2NwkG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5727">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bSmt7jo7BDkpbViWkaiv1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1deb0b77f9b86cea67322f89f21855d6d95dd627</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Potliquor</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9192">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Lee</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4b9L0p4cMof32XvjwT9YrX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d2511b6922958d16810cc975158ba4957dc52ab</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5011</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7920">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30pDI7q5JhCE8LQLQfSPCs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1726600e7c1e04603e18d02b7f2a64f32ae182e5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kanon Orchestre de Chambre</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10289">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2y3IS9koZz1AsxC1GfCcoO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b089b1b3cb3be09ffde6d0f32c029d03c8605bb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Joe Perry Project</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1649</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2816">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4564ebfde686780dae0af03a33b84e68e4f7176</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CT7RBitS0e0u78T8tRBWQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Missing Persons</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60295</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3432">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vicki Lawrence</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PNGsgUFOuNvwagyBCo2Rg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1219</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4bc56ae3e726f00aadca39ad124dc88a7735fe9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5854">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/315d788749fd20a90c3de49d17a41be60a387941</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dGTi4MZZo4zXdQaKAS1va</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6403</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'jazz funk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rotary Connection</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9276">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2785</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13a8dfff8ee0f9d040c43a80dcb4636a711e8ebe</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">True Vibe</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6krtwwFyuOwFLWpP9VUUhe</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3828">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7967</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2843d59aa5a1d55fcc282626e71febe114f94fc6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">music box</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qKLikeNYpQFSsDAjg7HpI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kiboomers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['music box']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1823">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'girl group', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cbb7e9b1dcf438402537848bfabdd06b8bbb7e49</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NmK5FyrQ18HOPXq1UBzqa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">867368</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SWV</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6059">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'british invasion', 'freakbeat', 'merseybeat']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9910dd9a457364117b5679ad20f0347b19462aa3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mopUs7SL5szuPOcOsS73A</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3592</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Georgie Fame &amp; The Blue Flames</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9224">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/894f12236283f919981e1ce73347ae5e1376a70d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Azam Ali</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FjTtbpfWj8SBN3SGjkY0W</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21007</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">medieval folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['medieval folk', 'neoclassical', 'world fusion']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10457">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eTq3PxbOh5vgeRXKNqPyV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Runaways</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb558047dc042297754100e562e2c8add949b234</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168647</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">protopunk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['protopunk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9983">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cUVJoqlGm3gwdCiIeFwcq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01950e4e250a750db2bd0f377f1e87f0798d8d6d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5136</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'new orleans funk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Radiators</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7048">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'new americana', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WrqUPWlHN5FXCRcQgrkas</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5174baa9495b22888a7486d657c279855047d80</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111706</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucius</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10347">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/843a3c85a9712cef3ba63b930033f6fd075e88f8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Horslips</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mcMCQLrNDEW6O1pAEK3dr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7344</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic rock', 'irish folk', 'irish rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9937">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13373</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smoke Trees</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cN5TvotJoRbhYHoCHw8BI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillhop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillhop', 'lo-fi beats']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42703733d03543f42cebabae2d4997cdcbf335df</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3682">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZnY6mQmgr2yZarjry68td</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22840</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">June Carter Cash</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3bfa5c25c62ad7cd704019ca257ca44f9913e15</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3358">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'disco', 'doo-wop', 'funk', 'motown', 'quiet storm', 'rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125423</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f8d60f24089621efeb7dc2cd9c6760581a654a3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wbrRIw2po5DV4LeaHw55S</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dells</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9063">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1789</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4240eec7958b6e94c28fb55499d58f722a852081</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'oth indie', 'piano rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JpErkT9FO3fZBrVhZaLdE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Jelen</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4775">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Javier Garza</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7d6UVb1wJfBBglIebDp5Cz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7260">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c847716a9edaa0c88f8ac671dec7a81cd3a9e7b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey J</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37666</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0B0NzcRnTARbZc83a34cDd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2545">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'hard rock', 'pub rock', 'rock', 'roots rock', 'southern rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74647</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hnzQ6eCFkxUIPsVcsdj8A</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Georgia Satellites</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7566a85bd529cdfcd242491eb4a15ab3d3011061</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9661">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11XlNd1KqePugYImzM1ZKJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicola Piovani</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccfaa615327150cae8490167045b4103259b0eaf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11544</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'italian soundtrack']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11414">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27ca213a4f5692633fcc12c829e53462d66cbebb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12CNljuN6DW9e5x61FS03b</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Upsetters</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'rock steady', 'roots reggae', 'ska']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27842</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1466">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bbJOUpJk7Y8Pkr2fCtDsc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sacario</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1924">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3884e4ed2190e3b467b6c75458c1a779ce9900dd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matthew Sweet</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35057</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative pop', 'alternative rock', 'jangle pop', 'laboratorio', 'pop rock', 'power pop', 'roots rock', 'underground power pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2idymNTKUdnTxforkb12Mw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5416">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alton McClain &amp; Destiny</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ERhQyRZQpfYARqiv4L9Dh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9621">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qfany5KB2HkEtQ6untVIx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3aa832056a84f88706ae1f57d42bd16c2e0afe8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A-Ray</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8328">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uC7RGF9NH9DIJWq92UB6O</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5612a7180ffc92027e0b614f054a23ecc21bd143</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31292</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sky Sailing</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7850">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundtrack Guru</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4km0Ba7NEjX6JXzknzOEcA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f8f6a0058499eb0f9baf7f80f06f66874e616a6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9266">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Buitres De Culiacan Sinaloa</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">535ap2f16rTOKTMPTkvbGB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'deep regional mexican', 'grupera', 'norteno', 'regional mexican', 'regional mexican pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d01dba8040aedcdae4709fb4c24330744a90fb8b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455243</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3563">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Glass Bottle</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/badd7261836bfb17ab4b199039e5ee347bab69d0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DS9Sq0o5z2T4l1h7MUoKd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1549">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228103</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vertical Horizon</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/390d5b9a36a5a04f166dd2612f12b256c4167a73</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Hizgjo92FnMp8wGaRUNTn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6384">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">651842</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'escape room', 'lgbtq+ hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a57c9bb905d0ce22c352499f0de05b85d6f89166</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GN9PivdemQRKjDt4z5Zv8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Internet</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11238">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23zijH6m9I846Pnj5t7nCN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.W.D.Y.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/141">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6889105</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P!nk</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afc2d276d9c1b398d4f1048c20584f926296b9c0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KCSPY1glIKqW2TotWuXOR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4516">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41Q0HrwWBtuUkJc7C1Rp6K</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">311</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">518070</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9db73e93d333b7b7bef62c42682379eb8356ea18</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'funk rock', 'nu metal', 'pop rock', 'post-grunge', 'reggae fusion', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9141">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/871955cb3ff9d67bcf4ddb915937425ef1773510</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'electro house', 'tracestep', 'zapstep']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hMTYaexWgGkXqvbkt6EIS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chime</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19586</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7548">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91679334d6f3eb9f481ad5481ab726ccca2d1eb1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doom metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50453</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eyehategod</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BRjxpDVT56Y2G5dS3xYZS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doom metal', 'drone metal', 'louisiana metal', 'post-doom metal', 'post-metal', 'sludge metal', 'stoner metal', 'stoner rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4658">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266928</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wvlC6NwleHt1iRD6d5X2C</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b45e618a057dfcad3202190e165956f52eb8004</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxy Brown</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2136">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new romantic</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new romantic', 'new wave pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4phr5rAgWhcZtWJu8w8lKv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68878</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swing Out Sister</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7439ee46b71b7ec204959ef33e1960e63df3246</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10137">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zokIKbH4c7crvZP9Xel1Y</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50733</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ef9863e1d86a893bbc8842fe042738955075afb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Pryor</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5719">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sugar Bears</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4h31m7Vo5ZvxVlq9rHLvpm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6217">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210082</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8f4878a1dfe7b31fada993e0c8366e32926597f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'bossa nova', 'cool jazz', 'jazz', 'jazz saxophone', 'latin jazz', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stan Getz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FMucZsEnCxs5pqBjHjIc8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7036">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WX2uTcsvV5OnS0inACecP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo mellow', 'pop', 'uk pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2843007</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6feba3d55a45401b5ef463ba4c8b20d764e48af</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Birdy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2611">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ready For The World</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h29EZDlc2NTvmCUe4yoXV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9696e0954407b81320ab29e033cfec5e48813e0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165181</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'freestyle', 'funk', 'minneapolis sound', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2531">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224234</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Psychedelic Furs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0O0lrN34wrcuBenkqlEDZe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ec956a7057afd89caba472c3edd82ed43933b14</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6440">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dimmu Borgir</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6e8ISIsI7UQZPyEorefAhK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black metal', 'death metal', 'groove metal', 'melodic death metal', 'metal', 'norwegian black metal', 'norwegian metal', 'pagan black metal', 'symphonic black metal', 'viking metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264411</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02b100b65099d46adab7b95d4811b0f873d39623</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3205">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31dd654094adb7f3f9940260e312f4679bd10d8e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Henderson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24118</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KzAnKswHOUCX8xiEudD7K</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5606">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8c96e2964b67a13e971131934096192253008ec</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Holm</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic schlager</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XFJaC8sLcJaswyzw95WFo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic schlager', 'german rock', 'schlager', 'volksmusik']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14874</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5097">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z7pOsavFP8sACkWxYHMW1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Pig</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca27466dba96fe2e10020f89bddb59ab3dbc780b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4496</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10866">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd0aecee7c2fa64627671f07cc47c272276f5409</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mame (Original Broadway Cast)</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ssE6H5I4S9d9rwItbLYM9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7324">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/096fca2a74635bca628f5b20ec65f0b95969053c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Nelson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UhHLKzq979iTCkLFurmef</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49787</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3841">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02b9a077c9972ca7d79069f1485da39e82634af4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22819</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'banjo', 'bluegrass', 'old-time', 'progressive bluegrass', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flatt &amp; Scruggs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iNNWK8bYjc5EK0waLk1J1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11206">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OM5vgzcjqfl2LzRO0ECF3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Co of Tre +6</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10813">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1052</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz vibraphone</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz vibraphone']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3S4rAFSqKIhnUJvl5ElbsE</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d5216be8284f324296f44e4684d4af9d0e2ab4f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary McFarland</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6319">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atreyu</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LkSiHbjqOHCKCqBfEZOTv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bcd81d7fea54aec847295726ab7968fe26526e9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">500236</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'melodic metalcore', 'metalcore', 'nu metal', 'pop punk', 'post-grunge', 'rap rock', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5428">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16461</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'funk', 'post-disco']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T-Connection</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd8508df30a8c26116621b254cda3f2f7cef09a0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zLYrCC0iBYDV8QmEYzUFS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6316">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Carpenter</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">retro electro</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['retro electro']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f9780ec18c16b314c1e9f8a84b3b223e64ef1ff</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rJxl4BLLAaFRSNgAz2hSg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5207">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Satellite</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5O6dfdQv3wRix2wh7s2tj9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c9f0314b4b379047c7bf373e5cc89ab25ad1b65</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5024">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57fe26e8346982d1cfb822b5d7789c7e7ab74c13</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Ryser</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BB5YSCmMcaWLSB9D4vkiI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10478">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['space age pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19435</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">space age pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ff970e77754be9023432d74305befa3505f1ed6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hkZGvBotqZ7uBBUnBwmLC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Paul</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3085">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/152064c2e917f680892d3a0a354e461b93941036</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bUGoPJdCrDnuIQNLxsnBb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">947</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marshall Hain</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9880">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Looks</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/158e475eef54bc9df916b6333c65b14042102263</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mXyqxtu4poGHRrlxmZOLG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10627</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6175">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Delrons</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GoLQghFZhKPwy63zUdph7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8a3a254c7bf3682d0f280b86c2c0ccc9563fbdd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10812">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c75808abab3a6bbf7dd4ede0a86344ee4479030a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Fiddler on the Roof</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6avpeg6aLbWylqMO5Ah79f</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4467">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wxdiKcDiQBZmlu0TA7QwB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d844410773496b87c7d820721eb3488465499ab3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Golden Bear Karaoke</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5877">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['aussietronica', 'brostep', 'edm', 'electro house', 'electronic trap', 'escape room', 'vapor twitch']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AA8eXtzqh5ykxtafLaPOi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233993</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">What So Not</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">aussietronica</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/529a3d0684dd04caa82e1bb7b6e3f81eff564bcd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8343">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acf49d9dd947d56ac1e50f96038d67dab3205c91</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Renée Fleming</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28513</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical soprano</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical soprano', 'opera', 'operatic pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SK3gLBgy1jRuA4VnLlcs8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6432">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'country blues', 'country rock', 'folk', 'folk rock', 'mellow gold', 'modern blues', 'piedmont blues', 'roots rock', 'singer-songwriter', 'traditional blues', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce97ffb42894d06ecf71a4d9984468886b478c61</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ry Cooder</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CPwHx5lgVxv0rfcp7UXLx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147376</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10506">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f16213a2e33cfb3b154f6045a6af8562ba69718</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JF3oLa3ygbJaMGPYrT7MX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver Blue Experience</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8965">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecb176776128acd39b6cd97ae7e039fa8b33b4ce</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sdwGT5t9Ws5vIosKccjIn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frayser Boy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36266</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10076">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03196cfffba882fe34121323ec9d011884487f9c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A2F11opEHEZd9XI9OKH9U</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cassis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10828</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11384">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glee Cast Karaoke's band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5N3BkusK9suDCphGcLCa7W</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ebcd964a78044a36988770ee4a21e312ab2fa76</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3919">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Easybeats</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40635</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock', 'bubblegum pop', 'classic garage rock', 'folk rock', 'freakbeat', 'merseybeat', 'protopunk', 'psychedelic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pJEZXU2hJApJW3rM7LmMu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b62a84e662dc3b4a73e826a429a1d8316dfa56a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1733">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian celtic', 'celtic', 'medieval folk', 'new age', 'world']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235215</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JdeDdujDbS6ZeSlkXqx3a</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loreena McKennitt</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3869cb3a71cacf156c67f2a7c69e6ff65e0fa994</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian celtic</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6553">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333991</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de6c95a6cebcec7e95a568ea2d931b309adbde43</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yLwGBQiBqhXOvmTfH2A7n</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'brutal death metal', 'buffalo ny metal', 'death metal', 'deathgrind', 'groove metal', 'metal', 'nu metal', 'speed metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cannibal Corpse</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6412">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'anti-folk', 'art pop', 'canadian indie', 'canadian singer-songwriter', 'chamber pop', 'folk', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'lilith', 'modern rock', 'new americana', 'pop rock', 'roots rock', 'singer-songwriter', 'stomp and holler', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neko Case</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b1af6e8049e02dd3bf97dbd20e9d6fc15a9d791</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136173</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Cedjq5BQL3MhapRvDpFED</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/673">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BcAKTbp20cv7tC5VqPFoC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa77c545af000003e22621637813e2e7c65c4203</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2379573</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Macklemore &amp; Ryan Lewis</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11280">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pj4SaBrb6hh9WUyg2acsF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Silkie</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1566">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">395423</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sisqo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6x9QLdzo6eBZxJ1bHsDkjg</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'new jack swing', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65c4f2d897d65c2236ddc7ab761887910f8ac02f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2945">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4H3sMihUfodRdJecXAub76</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Johnny Average Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a14d6e1c7ac3ddba303615815ac8adf50299946</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3472">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GFB1Lc67mbqFXTPCM9XzT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cornelius Brothers &amp; Sister Rose</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8874</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ada1f3fac907922251c382b55be62404387bb51c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1514">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road', 'country rock', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Ball</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9d770772f8df6e6ded10b2f6652ea465e811a95</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39187</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y9COUDxusQXRjW95vOubE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2824">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pdvghEHZJtgSXZ7cvNLou</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9c086901cca94cab20e8fcdc35bd79c7b39526a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">755590</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crosby, Stills &amp; Nash</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2525">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285171</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L9xkvBPcEp1nrhDrodxc5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87bff1a8ad8cd2467acc923884a575ed627e6d08</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Level 42</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brit funk', 'classic uk pop', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'post-disco', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7930">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/773115160f8d7e3f77f0f354beb83f5c0165f286</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christmas product']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christmas Party Crew</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504guvNAUQNp7JTC6MK8nb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christmas product</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1715">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">459</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a8f85f684caa6e13e6e6b721b60752235313518</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'euro hi-nrg', 'vocal house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3APma4r8eWkC8R0ZH0wIoy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hannah Jones</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7077">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1105</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sing King</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab55a04ef4e2dafcf7561dd51ce192df3be84db5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hF1NRDzXb62FdgM5xJciJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5530">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">526</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Flyer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6b63565fc2c6e9b4f98467049d870f13670c748</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KkFIF79ZjJaNd28LPAtOB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9356">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9946b593cf8e6bf84cec988edabb7d126066c33</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Touch</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'turntablism']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19MNIbED5OlB4TxiAYStlH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19932</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2562">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69a3f6aa5bd88cf3e5148b46eb4bed70c7c11c75</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">763938</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6twIAGnYuIT1pncMAsXnEm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic soul', 'disco', 'funk', 'mellow gold', 'motown', 'quiet storm', 'soft rock', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Commodores</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9788">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'country rock', 'folk', 'folk rock', 'pub rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ExrAwcOqgGjt9kFRwdM76</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19754</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/751ce4cb4c3f2c5ea3ec53fd51fb6febb10751aa</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger McGuinn</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1646">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f6966ac9709d7dcd3e79da71b5a8f258e6c99e6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kjO72M26jZkv0aaGxJaov</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Benét</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335831</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7681">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1080</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4ae633e20e4c5ad50f1fd5eb25eaa3f5b0cbb41</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaokemedia</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yIRvWLzgdD1tYS7wkVJlN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11289">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z3tsYTS1kfBUfGjCLXmqy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/251e348cf3e00885862d92354a3c221476c0ca31</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9501">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4389</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd5fe97e7182e0e359d8c49c2fc6027e25296e6a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D-Shot</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bdKPOFrfxB3NvQyXLfjBt</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6707">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sylvan Esso</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8b9a83c226178e4a6e6f5462262afa81f5b5be4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345607</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'electropop', 'etherpop', 'folk-pop', 'indie folk', 'indie pop', 'indietronica', 'shimmer pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39vA9YljbnOApXKniLWBZv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7045">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oI0W9neUi7nvxcQKDY5Xa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30660ae3066cde53a6f67855018dcdc9cb4ae22a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan Nelson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83750</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2151">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419439</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gdbcIdNypBsYNu3iiCjtN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42b6713611a0ba1235c8c84f8ca1862fe7fa1d65</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The B-52's</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'pop rock', 'post-punk', 'rock', 'zolo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9508">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d35c2cd0c8fb3155c29bf50a1ce93569dacdaab4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'east coast hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ho167y1Ac7ANj2qkbJUCJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45540</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boot Camp Clik</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10383">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Renaissance</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MERAVAHX04B50JOnasmWf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60821</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7c3feaf727ad5bb38f133b97e68bde2ad14b3d3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canterbury scene', 'jazz fusion', 'neo-progressive', 'progressive rock', 'psychedelic rock', 'symphonic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/814">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whitney Houston</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XpaIBNiVzIetEPCWDvAFP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4440635</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cd1d09d5a351ca65c2f45246703614748ea9fed</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6862">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7eacdeb33b66c51c9af3b54e04f101fd8f19066f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristin Chenoweth</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'movie tunes', 'show tunes']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102012</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DgcBA7P0ji5co7Z1Gfp2Q</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/940">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pGyQZx9thVa8GxMBeXscB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap', 'reggae fusion']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136062</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K'NAAN</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ef35a677e4576544a7d5f5eb4d3b8a977cb8472</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5003">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop Music Workshop</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">542</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b325c9e15143469258122df0543330594b1ff33b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5D13RHlJ2Le5Iytcl2xzE9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5956">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6653</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Houston</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1a3c99e4f7839b2cb80de6cd61167e7137ac734</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tIs7rxqGuBvWMhIIigunf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6143">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16981</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b39d7959fc9ee674a901cef22d7f9690e034b685</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Skyliners</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JeG1IusHcsL2owYnsJ7wk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5542">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cate Brothers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wbw9J8cnh99gjAxI9z9FC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbc3935a1c175dc17a38dab061267e89e5f2ea22</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">527</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/477">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3r17AfJCCUqC9Lf0OAc73G</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3239208</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fergie</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'post-teen pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f3351450c30b08da0fcfc9a7c317570b6bb291d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/658">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Bvs8yPjrQSbmVIRqSg1Sp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2aafaa142764f878d8a729f223ed7a5421b282d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thompson Square</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">294804</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3125">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'southern rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wet Willie</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b74b4664fbe6e49ae2017966ffcd8b63a013ab3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fzgnTv8gVkfFhA6V8Qdsh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19723</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1861">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NZE8jDD2cCzd4vUyZ5CQQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spacehog</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46103</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03c0fede1dabdc0111de0a11f96ca536e6cc2db3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'glam rock', 'pop rock', 'post-grunge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5801">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e19c3e4bce55101606cb3c60c63e65c174eec02</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FEqzfbqSjukcneHuoEOcB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.B. Bingham</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3688">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c4354077bf1d65a8394cb03d2ed97af27bf6917</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lettermen</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lzlUccNrekC1oFPCjNIOX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48924</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'easy listening', 'lounge', 'vocal harmony group']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8249">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'garage rock', 'indie rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fe71332cf574cb43041476407a4df7bdcfae50a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125875</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beady Eye</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yBDILLJyNFAjFpECkk7ys</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1121">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c12a00152edc8ebe34284556702810e9485f5707</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1whjlG0NSaQytgDIWz10GS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Landon Pigg</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32696</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9324">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jumantu</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76914a08e0a0261bf86a0250cab22911a9120b99</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4utxj7W8rUli3yvMMhlMPa</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7618">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60uj1W8gsOriVqdoqLcR2O</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I Am The Avalanche</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17591</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'melodic hardcore', 'pop punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/672844f8571341dda2b4de31ba09cdeb63b38c2c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/813">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5754aa3578199f83f26fbede03c923f937a9b525</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4j56EQDQu5XnL7R3E9iFJT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie rock', 'indietronica', 'modern alternative rock', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1035813</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young the Giant</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4508">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">610</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Armageddon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50beed0afb74c9addeb3ac2eed20aded5bb3fa88</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pper2FC30u4IeOmeH1sLa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11461">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dany</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VTcX5uHYfFX2wOouLcpLk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14c76fa17e353b22ec5c763a24124943bbe63391</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7338">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'brooklyn indie', 'chamber pop', 'dance-punk', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'noise pop', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TV On The Radio</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b13e733ea4dad41a53bf1b4eedb8ba6ca8d3dc84</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HJIB8sYPyxrFGuwvKXSLR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382723</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2973">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MptlUxSUHf2QAW9JMrv4W</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3277</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28d6f63e4d86efad353bc83a7e8aacb788a0e8cf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meco</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7173">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9e9f161402e9a5f28017f0a7451f64423d18028</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269555</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indie rock', 'indietronica', 'modern rock', 'shimmer pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atlas Genius</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42vg2T0Xg9yPaAgogJzoQH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5047">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6047</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Louis</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2813924f26e9fee756fc84ee1540528f137dcfbb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'chicago house', 'hip house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A16TE7083RJq3yzpdsQWs</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5765">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">809</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joy Of Cooking</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76sETeecYEhjZp9iPi7F0h</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ed0c7080a6eed269281d2764fde6ae61996e061</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2038">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NfJ6VPVz0lf3jWy5F1N7g</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3e5e99ca4afead14f53f5360c2079b66946b449</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17008</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tag Team</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9058">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zyNL1jSCA6HH5m0BZZTgy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adan Chalino Sanchez</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'deep regional mexican', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee9650aec232062139c64cd955348d849228cb9c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195750</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11416">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3202ed7c720a8ff9f753da12110ed21ea5a7903</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KsUDu9HhrShGyOxPjuyB1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Frank</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1774">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Cetera</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d25e8d5f1d06e238771595e9b2fda6063454e85f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xWPOujQqd4wXyB08slZ9Z</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'mellow gold', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323163</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7644">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35c0429ebf19cb5a8998581739fe3eb8a2e0e630</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joana Jorge</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QXNhQxxaGjniaUcNYBuFa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8901">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d4096c79796b9a590fea4436b2a41f034d8bc98</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8928</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SUFqa4aXxvMrGdOnqiMmR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhymefest</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'chicago rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8948">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HfuyMMy295oBvbIuXr0v8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88d6ee93d0c83311da123103df0ac24f36207398</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GENERATIONS from EXILE TRIBE</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-division', 'j-pop', 'j-pop boy group']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">388881</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-division</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5952">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'latin classical', 'latin soundtrack', 'lounge', 'theme']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22308</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lalo Schifrin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39iHRO9MH9To3gjW7wqaW1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb76a42d736645df1fd87f88e9dc57297a181698</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10500">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Glover</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NuneeBDaWZspG13LcsYuV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6594</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfb1dbcde39427a80de9706ec69bc322bbfe55c4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9573">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Roy Parnell</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33832</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94ea8e76629f8e2648f002cb5f756be6acc39005</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bW6mQczkt1r8tnWIDeBVJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road', 'country rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2815">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab470b275daa38351810a1eb91d107ebdb821302</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1634184</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'dance rock', 'new wave', 'permanent wave', 'punk', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Clash</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RGLhK1IP9jnYFH4BRFJBS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6074">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3810</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i9f82nIFjrLnnsf2YX3vY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7474cccb6ef0f2e0cb28a59e0fa9e524385b9360</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeannie Seely</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'nashville sound']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9291">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c124460bf7ba829fe6a6b985fe31beec00a4854</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kFIqqv2Zb2uclV7lRtO01</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skrape</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nu metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nu metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4583</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/343">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de737e8c8ea06501da9f0a3c2a6a5c3a37bdd816</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13627543</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katy Perry</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jJ0s89eD6GaHleKKya26X</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10862">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Coda</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive trance house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive trance house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f99c743ef169db245f6f50eff4b42bdf750cd301</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1003</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tf7U5v40fBOjLlJ5bWCNg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9294">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IYKiWRT6Fym1gXp1vnJ29</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronie Raphael</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/222e857b2c0f6e58bc82f976b169561951851b82</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10004">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pAt3LUtuhJozvzrmSMxAL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4926292b0c4c298590f47507488d7349bbc7463</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">707</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mason Ruffner</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9504">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'deep christian rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3276c0a0854b99aa12eeeb1d15f09e31f48564b4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clay Crosse</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10885</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AANxVyO6dOulHHX5pAWQg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5633">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mZT64pztyifYahkPx6KMK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf013779b62ad7829cc724a84ef12027eb554713</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2325</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maggie Bell</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/422">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">891211</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xOeVMOz2fVg5BJY3N6akT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64829357ce5ba7e8e7d1aebf19fbde50a36cf885</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaden</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10225">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e54620c69955c14a3fecee4fa730e54753450f7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19075</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lo-fi beats</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lo-fi beats']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sad boy with a laptop</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55ZGP7wiI7sIfU36CTeBzT</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6749">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41SQP16hv1TioVYqdckmxT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'chillwave', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'new jersey indie', 'noise pop', 'nu gaze']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16ebce7f6f956a1dbf64873966ccda893b908e3f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Real Estate</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293287</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11364">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tuddWagieTq2MTic3QUI0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Heinz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feb604bb02993d842533682a83bbfb74610472b7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10629">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Holmes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iDaG36NhkKh3eVhPz1m2H</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98499b50e58c0a094fe561d1c9cef8a0d4132ebf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10848">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver Apples</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20550</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dP7OHshDvGHaNNSwunol4</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'experimental', 'experimental rock', 'industrial', 'no wave', 'post-punk', 'psychedelic rock', 'zolo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/150e46972230c23330765e0e0250d599afaba622</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9466">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/310481fd74a98d7b9e0ebb08b766075dee0b44e6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mono</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ui1YyfdxTmOBM224s8UEU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2572</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9657">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues', 'soul blues', 'texas blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmie Vaughan</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gPGI1vW8TOypARV9Ykzae</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc1f795d5e630eeec7b7c2f30c6059770d6d38f9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64286</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11045">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2941b6d66401a9da0dece06299971831cc1acd09</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">309</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MmS3qsaE7iod01gvdydbY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Toys</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4435">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81f2a1a44740560afef545fab18d2b61ae13a0bc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Tribute Crew</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46zR9v4AslD7tu5Qbz0GSo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9460">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allfrumtha I</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4c48af6c3d5c6a7c7d5bb0ee6ab38a3b9791914</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2940</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ccYF9ZduxKULqj3DWVsSj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/432">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">885269</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37778e4f9ef5a5fc4f745aaf4b5339df4ed0aa7c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NWbwDZY1VkRqFafuQm6wk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike WiLL Made-It</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8745">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177511</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25ed7ff7545d7b74401ebc55e43ba2f19ac41ac4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diana Reyes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bY76TkueuNA4eqIm67Pkz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2802">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138599</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Lpr5wXzWLtDWm1SjNbpPb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Todd Rundgren</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d470f070465fe4cdc07c98f64809b49769dd1b8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'mellow gold', 'philly soul', 'power pop', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'symphonic rock', 'zolo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2432">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b299463abe626d9297867d0ef43d1c4a594be7de</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45054</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cAtGdArQhrU7tTBoeWY3P</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Robert Cray Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6896">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'modern rock', 'pop punk', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70884</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be75b21628502cff5e9c5849a723acef15d26961</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hxmHf6CqXsOLWgGXjmr7I</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Green</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3421">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6938996289924918a6f9bb96af0bde4af969cb1c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0N5PyKJzS3M1XNlaCL7bbE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319780</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic rock', 'classic soul', 'disco', 'folk rock', 'funk', 'mellow gold', 'memphis soul', 'motown', 'rock', 'rock-and-roll', 'rockabilly', 'soul', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wilson Pickett</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/845">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/454ebeddde975aa4c2682a9a3533ecf898fe5c87</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wSgVsgLUZeDJwoLcPO7ny</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">372545</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pistol Annies</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4352">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e8c7ade0fce6e74dd313d3a2505bc705170ec5e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339273</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shontelle</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M6Z1wubeKtwPqbjJygTOc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8256">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75457</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XjXff8FNS5CqpF8dVAtoo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pixie', 'screamo', 'trancecore']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a128bcadab82129cc0fb598ddff772dd3cf0198</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Destroy Rebuild Until God Shows</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1758">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'folk', 'new wave pop', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3cbeef865203d7a3f53ad5e2ac8adb4695aeae0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marianne Faithfull</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mlge4peaoNgzTsY6M32RB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82699</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4418">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37NqXwtb6nIEqRt4EJSoIO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a491919a920b1c16df7a49f703936b596b4e3c80</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">629501</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'dance pop', 'folk-pop', 'neo soul', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duffy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10030">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1317</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vXEzRGULAoskXCGGuJcdN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tonight Show Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d55701e408171dda5631d638ed47fc29fa511b53</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3732">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ada684f556acdc024c09dac0e172d92a3f94a5a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brook Benton</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'motown', 'rhythm and blues', 'rock-and-roll', 'soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26797</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ttm3uT0N1RN7vwKv1pQgh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10324">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4w2feYwCJTnXwgqhQSpPTI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rochester ny indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3a1b7dc9b2242870bf224e3994cd9e1399aa352</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aweful Kanawful &amp; His Rubber Husband's Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rochester ny indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4602">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6I6t21SFbxZ7RbQgD5dN7U</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Thomas</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b0fe11c98c4de7e1b0706793d9f52b68c3aa51c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323974</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3455">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Seekers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3270b939bb8fe612c00ea9a557081f658ac52b93</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jrTNltJtTMUfXybDdsHDn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19223</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9527">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">440101</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed03ad28dfc9dee708810b3404f0db2fa09330c8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yNOfXGQNGjAynk77wv85x</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Lee Hooker</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'delta blues', 'electric blues', 'memphis blues', 'modern blues', 'soul', 'traditional blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5547">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3E7T8t0FwjEVxg9jufWZQG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a05bb25c640ba97276fe741b9a42458deec73cac</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eden</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">258</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/653">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Agatha Lee Monn</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kHu5ICQRBZdsAHjAjQlmp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1563</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2543">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gregory Abbott</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zdcmro5vDQSUjeioajL2r</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7481</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23ed46da22e5176ecdb0a97c199d325ebdbdd7ff</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8792">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q0rjReMjmAaHzn048NtB1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40 Cal.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3613d0d1ca35b3b04ed18ce13067d158d4287eb5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17335</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3987">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62868</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'experimental', 'experimental rock', 'folk rock', 'freakbeat', 'garage rock', 'neo-psychedelic', 'protopunk', 'psychedelic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 13th Floor Elevators</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28a9fd41516d5ad8cd092a2afed48346612dcfa8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xYxgSJaIf7yOFLmknYX38</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8537">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yAE0Z6MYUZkEhzdq8racX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22313</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d23205cd3310b117060d54aa253eee9cc2907abb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cage</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2001">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lcbKPLl0ci2mKRdcP5Etf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'disco', 'diva house', 'europop', 'hip house', 'new romantic', 'new wave pop', 'vocal house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43e27014859699e9f0ac92d14526c807fc16932a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112020</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M People</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7831">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodríguez</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1949a9e20286ffa6aae79eca8df7da2e0e05236</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PrHzxc3kFm4hIrGNmelpX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">312080</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/370">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jksrX4oBklxR78ft8gv3j</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/336e8483ab962ecae9368c4d0e78dcb642c7e86a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plies</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'miami hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">929295</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3157">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d33fdbbf19f6e327419a1c5c8fff4da27355e5bb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2207</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yjU0SoX3vxPV7KoopXlWe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carole Bayer Sager</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3360">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic americana</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brother Dege</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26675</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62r8B0snN5IPw8SwCJTEXR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic americana', 'lafayette indie', 'modern blues rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41e5276d6f2aa5232c1f2ae61b633006bab9fe70</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10424">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76c928599aa6254f9c2d10542eb3a4bf5725f4d5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24825</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'funk', 'jazz funk', 'new orleans funk', 'soul jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ghiUK2ao3KcmmDt2pbNzN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Idris Muhammad</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10059">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard glam</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard glam']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad2f3346114093987e3849dc41c9b71bac65bd62</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vGnYTUB82fC0VVjsXcl0p</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanity Ink</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6556">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac4dac096c6684852d408d4591a55f2b9f2fced1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68DWke2VjdDmA75aJX5C57</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yelawolf</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1106664</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7418">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atmosphere</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Etheral Gust</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atmosphere', 'background music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a649703bc6fad81c84351688bb95cce12651bd8c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">465</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SFHOYvNfR3lK8EskFk4PV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2880">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TqQLejnHXMGr7KcegxUND</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153297</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Miracles</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'disco', 'motown', 'quiet storm', 'rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b978fdfb21744014b4288eeb7f5b609d6272bf31</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9859">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7930aa323b07855e3fc1b6bb675830e5a99de26f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12493</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KrDd8tfcITeBIHGXXIx4s</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Dice Clay</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2052">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sxmKe3CUrWnx7eoXMhOlW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271598</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6a79a14b8a986f6348e8d47ab226c7531aad7da</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dwight Yoakam</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10770">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hardy Boys</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f6355a9e4050b09fb56a39fc4cc0fdc9c4908f3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zdb5boEvp6op45yX3RAHj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1606">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'funk', 'hip hop', 'neo soul', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336vr2M3Va0FjyvB55lJEd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">752665</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D'Angelo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c69197fa9d01ec73e2617525b920e76b550ba2e2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4524">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8431f386db0e5e9c120207337b633fef5f8380d2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue County</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1292</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zvltSMSFDRsPDs8IneC1A</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6066">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e35a247a116a5bd1d878890bc25e3e85f2eab319</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Holiday</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gOZp4VmgZVkbvEjIwzsTJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10524">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edgar Winter</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/060779fe60977f0f9969bb3e8e42ec7991f37bed</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UNrI3SG1l2ezKikxQ2zuk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'electric blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32923</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10466">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VdoLGGpWcDZnzep6SSTdP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4b31d5e4d308212b14e6d5c64a803f712086ec4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84075</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Montrose</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'hard rock', 'rock', 'southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2438">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc80c124e4e4b300d96a9c1aa25f7b86a80db78d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85778</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Hates Jazz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zpPKMhpOoG646kJgZ7RKf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6790">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nu-metalcore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Uobr6LgQpBbk6k4QGAb3V</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nu-metalcore', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I Prevail</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">474955</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/039713853fa1c079497015a0bb04358535fcb71a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/338">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l7ZsJRRS8wlW3WfJfPfNS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4452863</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3ea6d2340bba0d93450a813a0843fd9cf998e39</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christina Aguilera</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1399">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/190ee6dd8c41f65ad097df2629544a99f345afaa</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'hip hop', 'hip pop', 'pop rap', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369612</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51d3rUlLuMh7EW09aMe7yj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B2K</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9277">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tyLMmQvEuyQR4qjGBdbem</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49847</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whiskeytown</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4464162f1d8ea65e602e876917de670db8ba6d5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'indie folk', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11328">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghost Town DJ</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6q3SdY5D2t8g04pEk6eNLO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10525">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d7ecd581aef25fb349e75309127dd7d303015f6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LmaFqwt3p7WhpWmVFVOi8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yohan Fletcher</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/552">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sFIWsNpZYqfjUpaCgueju</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'dance pop', 'electropop', 'indie poptimism', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3584130</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26ce1db2e7b2ffa0392e7463c2fe89fcd65803b3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carly Rae Jepsen</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/773">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7o95ZoZt5ZYn31e9z1Hc0a</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79680e89afabb02537efec1dfc8a95cfbbc4ce52</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'folk-pop', 'neo mellow', 'pop', 'pop rock', 'post-teen pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natasha Bedingfield</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">838953</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10971">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'operatic pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4l2d1CRNjXgG4RBoA89Kle</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mantovani</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41184</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1b6eebfce36a7cb4cdac0cb6ba3134cb68fed07</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1136">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf78e460a538b48dec7ef55064cdc76042511a07</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1G9G7WwrXka3Z1r7aIDjI7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1158809</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OutKast</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9684">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elliott Murphy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd8631b85be0dfe44d932d04a8552dfa96cf29bf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5983</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aqvFWNLhYa5nny4oDII4m</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5291">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af54f538789ffc8b6e4c39459f866a8c5fc179be</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricardo Caliente</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mHX757X1ukOqoGrxw4qH2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9016">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21601</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GfwNBU0jeY3MkaxjkoZzo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Costello &amp; The Imposters</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1b1eb1168c80abc1fe60f0a3dd8607a40f02911</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10738">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3y58dknRdBENZ8oVErWu9B</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">902</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oliver Lake</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99cc519b66f2e9948e5b4ef3586b3fa9e8006eab</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'free improvisation', 'jazz saxophone']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5742">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chase</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MZzBXBiCadVucO7AAdQUC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd1100caae3a363afb528172ad4ea1fae66c67b3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1817</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11224">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cD31Wcyil9SV4iqxKqdxW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c69ed354b296d084b222051e6ad8f0140464b6d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LeRoy Barbour</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6331">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'deep underground hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phora</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5567bdd1c4096ca6c9a4fb0c830437a5c304ca8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XDJlfdfbGNJrOJJNxTcdq</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">489270</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10015">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OGo8f0tdKloP3IZwvnLqt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'danish metal', 'glam metal', 'hard rock', 'melodic hard rock', 'metal', 'power metal', 'progressive metal', 'speed metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39673</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pretty Maids</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f595733a3058b6e34689fb29b54207503184a00f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6904">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278536</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'comic', 'indie pop rap', 'pop rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Watsky</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mJ9GlkLzj8Ka7Z7EQaCMi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0043bdb21e78b5a044a1110210d1e0718a1c09b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/497">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lHRUCqkQZCIWeX7xG4sYT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1955634</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Homie Quan</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ba2528909a62b165800aba7a94e244ec449afaa</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'viral trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5408">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LE86GiUcfzELNnJrkmiGV</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">enka</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/203d53c4cb2065bf6c794ab63075c93cf54d518b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['enka', 'japanese city pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19128</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pink Lady</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7953">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85fd5a94df97abfb7b7187b2253d36f22b3a8eac</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194636</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandon Heath</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0W7wIkmxoGQbnZYn2z2sLj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7631">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85439</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lEXbUjKjHQ7uc9jFfEViJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TGT</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/217dd10eda6c99b08858e03ae3111f052192b169</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8908">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03PVLJvS8RFC7wcxOBmXBp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['video game music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">643</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">video game music</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colin O'Malley</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae5fe7f1a81716b93654e5722aca1ff19f2b63e6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7439">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PokjXeIq2zVosXbTEaNlx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43807</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'gbvfi', 'indie rock', 'lo-fi', 'slow core', 'western mass indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J Mascis</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d552d738b0270c3c437f9581c3a7a163c054ca33</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4820">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bda04abc9083ec71c63a0c9004ee92ac2e7d6e69</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicki French</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RfiRshRC2YlSG4Y1zNkAE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4339</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8604">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11879</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lynda Randle</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9bea4a21a5d8027537e2b1df82ecb318f3c7b44</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WWuo8k0komiDBmtec6gHI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6257">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67c93d8ae0a803b5fe8c7ab563c9a4b05897e9a0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OzKt9djFtLiZQrf3ok07O</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julio Martini &amp; His Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10988">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod Stewart w/ The Temptations</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zop5E4P3Xuf9dErKICp36</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6912">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Housefires</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/202cdcc8f9c5377ca14c5234c6f9425e1be7048b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128117</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6egyCFgiJ1j941PaxKoWJD</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/74">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fe062cad801b595ecf58818453a624bcbc65957</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">French Montana</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2966881</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vXTefBL93Dj5IqAWq6OTv</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3332">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237881</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chi-Lites</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3baceb8a83ed3d564f0a6b2c2db3d6e1f9deffe</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BFr36uI1dzJyo6tpa5Ued</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5277">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eye To Eye</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oPCbpeqocGzRj1mMoDWPg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11d5700375c674f0ce9e312b02c9ec7e95e072ce</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9889">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Murder</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cbead69f9c948df888ec8c5a8156543c8ee5789</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8711</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IzaAmbUsyOJsAIhZGUKR1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11083">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c46830cfbaea2f196a0b3374d15f26b234e9702</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['musica infantil']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">800</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0w6nQnBApNYtBbMUQGr9Hq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvaro Fernando</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">musica infantil</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8784">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c051bf263312a9b671b93c7ae2313940d4bf8353</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80286</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B5</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qqlNAUIYOzK2O0N84RwWO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3483">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234865</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c825769bc2470bf5aaf04a5991db4612298c5dd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ten Years After</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'folk rock', 'hard rock', 'psychedelic rock', 'rock', 'roots rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nkLRaWHImCvWGHdNGnhVE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10909">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DBw0MMoOhWKvFGmSLFQsJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3abfd6cdb707bb46b47206daee7aa8a33d68a6aa</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tonight Show Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11030">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Rose</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/453df805179fa212ef2d3410f1e310816d51c7c2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73b37s5wNwW5wJUIPlsTMK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3039">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'hi-nrg']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1386675d860a4d7a3c7a81914c98033d88d619b4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13813</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CcEgi464SWZsKY5579u7z</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrick Hernandez</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4494">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Riverdale Cast</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">373552</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3famqI9bxiwLcAjRq3HuYl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8599d846a9560f7e744bdf2f958a4718a41680</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'post-teen pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10498">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Redd Foxx</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9379</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94676eec6576967fda385e7e6db1a61d8aabd9ca</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26g2UJXbxJZsa8rIqherT0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7008">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Eno</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient', 'art pop', 'art rock', 'compositional ambient', 'dance rock', 'drone', 'electronic', 'experimental', 'fourth world', 'glam rock', 'minimal', 'new wave']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MSUfLeTdDEoZiJPDSBXgi</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337133</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52d1698a8073ca9d7ed5211a44b4487f4ad35cb9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2271">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92f4e3402762a43a6df812acf19a987081fd262c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suzanne Vega</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'new wave pop', 'permanent wave', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3X0tJzVYoWlfjLYI0Ridsw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213444</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6367">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Comethazine</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iJdyDcY98X3GMnUesl7tf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">579089</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7f08b8cdbd5ddf5ffdebbd956fdbb8cd6b3b531</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music', 'underground hip hop', 'vapor trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8631">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe6ab1bbe289c1f6f93940125171882d9cea5f58</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21llRsWqYgA9Eqdl6mlqEO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Country X</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5492">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08b53f2e038613f551c4bfa215e451d0a19ad745</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter McCann</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LJLkqGPy0xFsVCdPP6PJI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8219">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SaELUYn7deVoQ9kGDGUD9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebecca St. James</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58949</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27e5aca12ccedeb4e80c6f463adf5b793ee5efa9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2057">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171194</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Jazzy Jeff &amp; The Fresh Prince</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mG23iQeR29Ojhq89D5gbh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'old school hip hop', 'philly rap', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3194246bd54b76c376e2be5a21a61dd7b93aeeb9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9245">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ppZNqihWOzuH4A0f4KmeP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip pop', 'memphis hip hop', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gangsta Boo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75942</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37f868d5eb02951fce097b95e8674a2423f118d9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6930">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c4rxrxy8eDLvMVL1DTiBe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9d2316a132face72e6af01a0266cac9458236f9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andra Day</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245236</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2759">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">701693</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcfe3262c4bf48edcce4d7e2e714f77187af6ac7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Seger</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">485uL27bPomh29R4JmQehQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8148">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3453273bfaec5077169bfb4ef534b092bca4cbc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90802</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'folk-pop', 'indie folk', 'indie rock', 'modern rock', 'new americana', 'portland indie', 'roots rock', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72XY3HrDdFfZXNZFCT9Zh1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blitzen Trapper</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9393">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TRU</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'new orleans rap', 'southern hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da2a73dda21d4180b4b4e62d648e7cc556caea3c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33329</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VOkIa4pRNEdugeOdePtRp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1227">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'glam metal', 'hard rock', 'nu metal', 'post-grunge', 'rock', 'sleaze rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yN7xI1blow9nYIK0R8nM7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/940a49ad26401eb412ebc5731e37096e190b133d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356935</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buckcherry</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4833">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JhjlqgMbd4RlrT81VoTIF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28539</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillhop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Geek x Vrv</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8071bd07d5f7aaf4c1789ae30ab8664b62b10a88</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillhop', 'new french touch']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1865">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3y24n3XhZ96wgwRXjvS17T</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308005</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coolio</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bdf1030866c0daf84db845d41c25e738fd7d7bdd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/655">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2058978</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hillsong UNITED</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74cb3MG0x0BOnYNW1uXYnM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99985d015601ee1d31630f19d5847f294cb784fa</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8451">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47177</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Veirs</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bda0999170fd7c2042416bfc6cea37e1b4778a5a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jkK3K1ATFFHofEWjd2i00</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'freak folk', 'indie folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10346">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35f8xV2e7MILLRNL1VQeHw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5338</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a78229c66fde5e054ea0314c9387e0821e033e5b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enchantment</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6364">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">928461</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WaJSfKnzc65VDgmj2zU8B</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'dance-punk', 'garage rock', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a900c8fc33bcb23d93e3cd79d2c191d2fd02a45</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Interpol</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2957">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ca8c6920354ad0ef8b57eea6051841ebf2ae108</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3827</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kings</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6555ocN2C4hPD1wntJtEZK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3345">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lamont Dozier</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Dpx8fRtNa9CEORHIiBQTG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'quiet storm', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92b6628aa99a5feba226728912992f3e0a872888</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11479</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3465">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'classic soul', 'folk rock', 'funk', 'instrumental funk', 'memphis soul', 'soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128905</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/386f66b89b4b1ca0e9b5b2d0ffce9ce3a66a7101</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Booker T. &amp; the M.G.'s</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vDV0T8sxx2ENnKXds75e5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11147">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79938497aa45d04eb5182875d2270ab5623c5691</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Urban Lovers United</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">434</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NPUS5lb2hGK4uS9KHYlcP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6891">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75dQReiBOHN37fQgWQrIAJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'electropop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'la indie', 'modern rock', 'shimmer pop', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Local Natives</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">430518</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1f253b8023f429dd8ce69b23d0445d6a88a6879</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9637">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All American Karaoke</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/968498216cb009819fa866e005c1e3cfd5e30856</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KYlzmQuhiqrP4mbKG5opu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3943">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lvclIZLUGZ52gMi7uDDkv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4926</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'psychedelic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44320067d743f4bf996761a0c80a6fd02e56c4c0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blues Project</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3721">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hZAhtQBQVbBggjEFKjV34</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Abaco Dream</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9176">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">341CfLcUdaBGixB8IJjYwW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lupillo Rivera</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bca1bd0b89338aafe1e83365d2777a267658dc89</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">346813</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv">
+    <ns4:url rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">artists.csv</ns4:url>
+    <ns4:dialect rdf:nodeID="Na6b34f48115842fabaf8e7082e6cc137"/>
+    <ns5:license rdf:resource="http://opendefinition.org/licenses/cc-by/"/>
+    <ns5:modified rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2023-10-20</ns5:modified>
+    <ns5:title xml:lang="en">artists.csv</ns5:title>
+    <ns5:publisher rdf:nodeID="Ncccc6d5e6f9145c489f785f79272bb9c"/>
+    <ns4:tableSchema rdf:nodeID="N3d253ff190ba4b22ba70c5d73bdae0b8"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1716">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quiet Arrows</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop folk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2046</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KRnRH8bRvoX4ebQwHw2EI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12fdefd7ca55c7f6eac08c6be7fcd24881b05ae6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop folk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2259">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4b0WsB47XCa9F83BmwQ7WX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'mellow gold', 'motown', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Righteous Brothers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21584a935b760f20b4b08f7f9ddd012c12437798</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200371</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3779">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/899aa3257dc6df1a6db6b3d80e18e58297ffc473</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Simple Image</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GkFdTknUvXfUErpRjuIqP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4927">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Movement</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Q4owXd4g9XfHNykUm6GJh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e45c21c20cccb3c20a51ed06ecf1e511b91499a7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7160">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">344320</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SsMf4SjhOlSqEitcprgBt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f06c4890a6fc55c7eb1f45b36e2473678b67f3f0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Daddy Weave</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1372">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Q5sPmM8j4SpMqL4UA1DtS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261730</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99cee0c8b7c9e6ed3a39f93f2a30b9d2300d5230</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'houston rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Flip</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3379">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5240598bed2310fee35963156128b1522e9b5718</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'nederpop', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50402</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert Hammond</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34E3csCxpXunPGEkOVVX2g</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7811">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Kinky Boots</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AtSp9GT24MVBWNlrbaocU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2045</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0fdb5d12f2f3ee25739e9828569cfc35a2d9a56</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9785">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ciBW1p3KBsYIkFk4UmwS8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecf147f753849ca862e2309fd053ac42f7df2a10</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton flow</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8037</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rudeboyz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton flow', 'trap brasileiro']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1354">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247479</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4L3GTE04bW5N7azA9QPhjA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'reggae fusion', 'soca']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beenie Man</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad0c03dddd5988d62840c5d39fac4dce2af9b8b0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2565">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David &amp; David</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QKYeEDsNp6ScBnkGdfrx9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3064</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5780a9dc4e76a4bed38726da55c3af571e683dc3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2382">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5S3EbUETKlfsBRUiBKnqer</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ed48145082ca57e8abfc615cb20ac1c201a2e0c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roachford</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19018</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1050">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweet Rush</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5eda2d499c74869ea958e899a767f267d5f6edc0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VWF2yvImHN0qwgLPzeJm1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10831">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camerata Academica des Mozarteums Salzburg</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/141b4a8a4b53df31113e82f988d6f3ea3ea74fd2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vAykL414fw0Og2oklYvaW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8723">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxboro Hottubs</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad65ce79cec592786bbb2815ab75be2b62d5efb7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19975</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tI0Vj2FhioY8AKtEqu9d3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6035">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british indie rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Cz97ZkPMsV5MUFvtpB9mm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Metros</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british indie rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a734eb43e1ab3ffda6d0bb051edaaf7084a1b2e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3002</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/541">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3002915</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec25756309b1f7af565252f78709d69a8f11974</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D75GcNG95ebPtNvoNVXhz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'deep big room', 'dutch house', 'edm', 'electro house', 'pop', 'progressive electro house', 'progressive house', 'tropical house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afrojack</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9840">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YRnsMgPPHXqoycoWduoHu</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian metal', 'glam metal', 'sleaze rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a159af59f3da98e3b0cbe14eab22822bb8df8f47</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killer Dwarfs</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6988</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1310">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olivia</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12861</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YBSzuCs7WaFKNr7Bky0Uf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89d83c57e6249efcc6897807794d92c8ae1a9600</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11330">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan Tunick</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uEAOrcM3CyQrKMa8uqA5N</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5fa0cb5141a210b64affdd472a6421e1d2fe9a1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4996">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14630</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timmy T</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6eccdd31f2243c6a7d23b0b0ffa43998d4f210fd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gqcLXiJcBVEduXVle7JN1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6601">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rapsody</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109658</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'alternative r&amp;b', 'escape room', 'hip hop', 'nc hip hop', 'southern hip hop', 'trap queen', 'underground hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fb7cd00d5276887aeb1380b39d1ecc4f9ac655b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NL31G53xThQXkFs7lDpL5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7750">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalia Kills</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'electropop', 'pop', 'post-teen pop', 'strut', 'uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36e2d1e085dd9e38f588d78e5981d5898872b6c1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238910</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wdvERzX4CUCOXu6hSS95x</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6234">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0n8GWTNsS9bnb4ZMUKg5VH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Valentinos</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">665</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electrofox</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electrofox']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea8acc32da2d84f7c48fe2b62ac1620de313cf6a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2542">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hipsway</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'scottish new wave']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6298</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Qnpdt4MtT54U7fFNEYDTZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d32aaa252fb9c85e9e997788c555020a74b1832</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2452">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28231</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenda Russell</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/132cd3a83bc71ad36405cc628937860481fb57be</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2O8VlquQPITO4tT3SWs95W</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/457">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Solange</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2auiVi8sUZo17dLy1HwrTU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">828379</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd28a30af0dbb314121e507b2f3a30bd6e28daf5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/858">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sxu3pxg9icRUHpyWpDxz2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c592e48830138d074010cb68abd6d31c6d6a96f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7238</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vicci Martinez</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6624">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PVRIS</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pixie', 'pop emo', 'pop punk', 'uk pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pixie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">408834</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c3f69bffcc6bd2ea7db224c19643d0d4a6b8a8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6oFs3qk4VepIVFdoD4jmsy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10229">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4733</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Davies</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c10304f0b21e778bbfdc3021ae65b1fb89a100ec</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KC0ek7g2xpRg2ET1gn2nv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10007">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2788</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f381c29e06827523bf95e1be01e082d6019ddfba</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goodboys</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nm38smINjms1LtczR0Cei</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk dance']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4311">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke NYC</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4e4BtSmUjgfvMZvJ01jkJP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a33043b359b70983dc05872c83d0324c0e185b6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7410">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94909</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbbc79d64a3b499ec90953b8db543e369c602b13</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4E7AV8mtElSjHZP3xA9kyU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luke James</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3222">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4704</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sun</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60OcSkDXUznixDpkykCnx1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66f151e17ca5be7259f5f38aa12a668337f47089</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7147">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'rap', 'underground hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51Pn4gGnZuyOMDfIT1Zy3N</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Underachievers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267070</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93f1723647435b9b14f956233a27fc7b0876c3a3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9048">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ric-A-Che'</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UDDsluAlTJHl0jM1yL62G</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f598dfc02a45b23c1ff4b58d60e6bd497001a53</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8823">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angelique Kidjo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/351f53c7fd492ab455c0a4661db1bb8b060cad98</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49469</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51qUDJb5AtQX6jIL4VJx6M</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afropop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afropop', 'beninese pop', 'mande pop', 'world']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8183">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'chicago rap', 'hip hop', 'pop rap', 'southern hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cool Kids</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AWNf5CLnHH4oM1hcHiVeV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ffc09c2fcfacfb2ba700b97bef39358748ff249</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88475</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3359">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4109</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HAtx5NQdSLx2cojxM1BDC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/837d49e9a5800dc395fbe4280da1874247c4c167</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Child of Lov</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7337">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3528203170f2f13718cfec8cd3c36b98d825016f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Koz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz saxophone</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52716</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZcJXldoq09BRIMl0Qh1Vm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz saxophone', 'smooth jazz', 'smooth saxophone']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3992">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82590b8151edb0a2a4897a8669029ab64948c32e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Len Barry</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">955</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mXnN0kZ67wigGTn1OuNkD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/545">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2099472</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eazy-E</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B4hKK0S9QYnaoqa9OuwgX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86dccc14ded05c08b96d314a5b0ddf95bb01f013</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'west coast rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10515">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sub Focus</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QaSiI5TLA4N7mcsdxShDO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186322</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">drum and bass</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e92345643d97182a7bd44b2e08f4684fa1d14a8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['drum and bass', 'house', 'liquid funk', 'tropical house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5221">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative roots rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Thompson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2d0948528e695f2c813c86da303624220030f5e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NMrkFHZakHLMMD30DCmb3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative roots rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1733</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4779">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Juanito</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3n6CpyxZsSuoUAVdXytjot</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff6efd2fdbae0e97b78348d48a1b4229b9f2db39</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4441">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tsc Beatz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82aa8bd028dc5eb7223f106a92234dcd8dcd5f4e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Acy6uYdCm0npvMBPPWtHX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10861">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fannie Flagg</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WgFqEMl25p2laV6IURqNI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e52ed5038e97220a7f52ae288821490ce1d694a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2547">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0smy8yDrRoI4CnhpOuthg0</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110476</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8746596edeb9e8a3d374d5d8255d0d6c87bb5e62</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corey Hart</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5301">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103345</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf81083c4f122e3f0e99a444b250c067087cb0a3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slave</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mtKpqeeaFavW15yIX4h5e</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8295">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63833</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'punk blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfdd0d84376e93f79514f44b1d9bd2129ef5356d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grinderman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IpDaO9A1OW1h0YChKzVaX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/249">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keala Settle</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107257</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b90dbf7e56731dd0b0fdb8df17470719965526d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HV2RI2qNug4EcQqLbCAKS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/584">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cashmere Cat</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'downtempo', 'electropop', 'pop', 'post-teen pop', 'shiver pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2099c99ef84554ab7cd6cdd6bb7211e033e4ec9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282619</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LZDXcxJWgsJfKXZv9a5eG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2732">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f73a61faca2942cd5ea29c2143184db8645f0b3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Police</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2936592</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NGO30tJxFlKixkPSgXcFE</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'dance rock', 'mellow gold', 'new wave', 'permanent wave', 'rock', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/763">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Cagle</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zhIzONVRlTfD1VQRauHMl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da2af01e4dac3d00528e72a078d691a0d5eec32c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480967</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3585">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock steady', 'skinhead reggae']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock steady</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Collins</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01bfe96d19486266aee302bf76a7bcd75e5b60a5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">820</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FNz0mfVpG1Os7K407C56z</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6839">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368978</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tenth Avenue North</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'christian rock', 'world worship', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7v35CkHBaT1SStgQHl95a0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9366851bf4b6827e7f746d3d8ace34ef39db55c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4030">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdf983c1b4ff15e34ff6cc077a5290e91dc199b4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nancy Ames</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cJ3V3p94vWT3fNXGAOBXe</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11044">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28yx4Aq8882xd1AivwMZLB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brad Davis</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3839ce1eff6117685466ef75047f60f4b49e2c60</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6161">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1b0330c3269891bcaf0e8efc2d123baeabb6d78</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3136</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trade Martin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5m474HTTHz2fAq4sKr0Pzl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10378">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120317</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'europop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Demis Roussos</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0J9mbwg4BquN4XlHzdMK3X</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1052c6690062dc1ad53d8562b37cc48df06e2c46</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2279">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d9061065a3e5274ae9b3ace8d4cfcd2ebc0e500</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bell</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mzpQ9E9zO08iEx79BEJyb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2503">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f3a5d166208f063be876b29d54fe4d2f6290c3f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ABC</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162801</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic uk pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s79xe5F6eUQkjwjww27Fh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2314">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac1876076c2ce38874d52635c642100ae208c188</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JBif5ahOKFFVuEpHhrp8Y</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane Child</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4344</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2065">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jJszR81GjA87jeRq0Jgwz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91e6b931e4b0a3c7c379256205516046f1d5bff2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cleveland Orchestra</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestra']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6409</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5470">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Odyssey</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'disco', 'post-disco']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac74ca0947445c99489ea1c66d4b5bcf0e3c415f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5b4SvpTqll0LSqJWPpXya5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34599</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4069">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qL4moFMePG5zA87tLcCOM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d682901b5d4ae414f18bbe337f8c9d0e87a87ef2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy J. Kramer</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24555</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8062">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195915</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf3b34dae12d2d8147b8c2b39387047778d587e3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PhL2Vdao2v8SS8AptuhAr</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Horner</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11347">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ls Ren</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OROi1WWZsd72W3MhLwlmQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b706d41b74c9efbb14a761948f8307bd793a822b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10459">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49JvZ17o0VaAmXaJv5kZlv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Kooper</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'psychedelic rock', 'singer-songwriter']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c36de36e231dc3a7d7237d62c7ac100ca850ff67</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24096</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/494">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s0yxtiHiyGe6CY4mbDYFi</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remy Boyz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14399</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3356">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/677cfa9f5de2862dc30673e4065f79734fe1a23f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30909</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'jangle pop', 'power pop', 'pub rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Kkx4dACo6kFSeT9wjfVA5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raspberries</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7852">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junip</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swedish indie rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ab6f94d26cc9e1a0512e76588479667b45ad2d8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swedish indie rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128575</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HcipAIJatVGT4U6HQrnFW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6431">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Prine</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184545</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f320a3f485373eb369d14d583c858c8c157b4f4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nJUwPwC9Ti4vvuJ0q3MfT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'folk-pop', 'indie folk', 'mellow gold', 'new americana', 'outlaw country', 'rock', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8652">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitch Hedberg</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4njlfhIxklOkrds9Y9o5ZZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84251</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d093a50e4f8189cc2797aa5728049aa5da5e0d9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5013">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75fdf1ba1dea82d447544bf714bc8df45b0d172c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Rh4Fzjt2PwutKQ42Ya3gs</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Livin R</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5862">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59GyfaB3VI1MgsGxuX4MMf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rugbys</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8242">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic deathcore', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">As Blood Runs Black</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/557c215de299089eecf5266b2c11ef856a3a8627</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LjQpQc5NB5G02zqfEIex7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76106</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11200">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2015 Global Pop</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QXJpW2uDOul6qTTmWurVb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c22fbb702e5e55c3d203667330fcdbe19486f65</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6493">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa0ace3c6c850f28846bbe1847e2f1a13048572d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk', 'folk-pop', 'indie folk', 'lilith', 'neo mellow', 'new americana', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandi Carlile</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sG4zTOLvjKG1PSoOyf5Ej</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338295</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9885">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1m3xxj0iHUjur3yQjVvAD2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Flag</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-synthpop', 'synthpop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d70b18f43b7e0070369e2492aacf06762566b8b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-synthpop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5350</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7659">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british post-rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34UhPkLbtFKRq3nmfFgejG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">361459</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british post-rock', 'cosmic post-rock', 'post-rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mogwai</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/821c7c86b9866a8013e2aa6b506ec59c0e33d03e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3507">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40bfea7e8fc4f48d00226174a1e9c0d0273a98d1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammy Davis Jr.</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247453</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NAWG3AngjBXyKbmPaz92D</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7818">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116823</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camera Obscura</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie pop', 'indie rock', 'scottish indie', 'twee pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gInJ5P5gQnOKPM3SUEVFt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99378416e0b146cff1458df7ec273eaec060641c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1125">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d8ce59f3d02ee6b24989a147b0fec3458bff395</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Y365ZqTf6fJ4ZcRnLKPGt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gorilla Zoe</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">428942</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7977">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'athens indie', 'roots rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f65b8662d2f0ab6ca7b42cc4a180ece9d13af93</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JnjssuFBg104paXN0mKKn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patterson Hood</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10996</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9373">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AHGrNDMKFi8rHqQ8kJqfl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'downtempo', 'electronic', 'intelligent dance music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22905</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac01396f11b22920c0a05e5a012f59e666dac92d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Orbit</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11471">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a87af677bc52abf4db6ebd597bd33b174d33c28c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34Q8MwkQWloYHXCwsHxWkp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Them</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4328">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sara Ramirez</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1d2c0f61b52a74922f6d73eb4c302d5a1604b1e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369G5DRwe0MjvyOoyyVXGN</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26111</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5965">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6cd5a58aeccc4a9b716fc4d9fe2fa4f60c1d875</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TKEKLhk0wTKM5m61BtKQC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Wyman</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9180</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9792">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">696</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LMqGAPnXjYBwv4CmaWQTG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Havana 3 A.M.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a07c4ddeb0806d8c5dc2cd74c693eae35e847d6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9900">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06kI99VfdoW8sXLj53BKTm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b428123556269646088fba5f3f277099e0b97373</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1068</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sea Hags</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1661">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31685</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36371b05db82a7b4b3d1ac8b0adb45b0cd925ae6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey McIntyre</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SIW6eVIZSz9V05WsaKIr3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3794">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Karl &amp; The Dreams</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XC4S8ejEelRZQRwwXrx47</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1692">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Short Khop</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44d98xI2EP7wlkiqmEUPOp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b575c86da69133de65803e40d682ddd0762b81e3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4205">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Q8zdTu3R52vphvlTVB7Qb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Karaoke Studio</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">510</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86cb34ab41767559a66b4fe6511aca657df9b695</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2827">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">692892</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">America</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/185231175df036c1c337231e855b18a63a30b794</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35U9lQaRWSQISxQAB94Meo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1632">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bounce', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fbFfVckGKsDbAfYnB5mD1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mannie Fresh</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d475ede2de2ab87ba7269512453270b6eb3f0579</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bounce</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101384</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5166">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/152511ed8b6db43f8bb2f496e2bee80250ae3533</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sly Fox</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ftebux5zF4XL3lPHcAoSw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10464">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Bolin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21398</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'hard rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FCC6oo9PupahFuLGEPdMB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c92406af43d937286f90819ec58e590afba44d7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/604">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9458d63cbc73f48e968299869f2cbc89464217d1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23rBupd4zSysh9lAzsSFb0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madsonik</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2305</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4167">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'appalachian folk', 'banjo', 'folk', 'folk rock', 'old-time', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Seeger</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67ac5625cee4290605d95d8436b1dc8215392fbb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1P9syEkl41IFowWIJN7ZBY</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80389</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7527">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58dca1a7dadc2d3a2fb78bd37359e3ae58fb9636</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MULM642N7EEFSS2XIxLun</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steven Lutvak</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1660">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zTUYXZHltJuaK4ONIzKDu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pablo Flores</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3815">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lcfZLW21dTfmTLBmae1eR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dino, Desi &amp; Billy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/034d7b790bf8f36048ec3be4ab6d8c53153ebaf5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9758">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31zQEL3ARiYe63jn3jtM18</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'christian a cappella', 'gospel']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Take 6</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/651d7f2cd1734e5ed9d3becf5fba61b406dd3e90</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31047</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7840">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mindless Self Indulgence</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229571</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/786910afed9a2c3589d522a062c64fb4197d55ca</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'dance-punk', 'industrial metal', 'industrial rock', 'nu metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5R5MLOQbI4lb7GHYioPqoN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1571">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/724da94d50ed555288c2fcf3cfd82e900c6fd0c0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V03b3Y36lolYP2orXn8mV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204151</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98º</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8468">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joshua Bell</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'classical performance', 'violin']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ka1nDpDzxDveEqUPzIeom</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d6bb2ecc9d4a8992932019665f302b01cca2903</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51939</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5195">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b53031db4920ce1fc8a4b6a79f110b568c6c8b8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">555</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Abstract Truth</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15xq3FPjraOi0et0VNYhQJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8982">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Porcupine Tree</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333305</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NXHXK6hOCotCF8lvGM1I0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'art rock', 'progressive metal', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6170741b8eece0f2b502004dbcf5d3d927b5e729</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8568">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock', 'hard alternative', 'post-grunge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f791a73efcecb5f678cdce3badbd749e4f75eee7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4C0vbj4LNsNUjH0Q9IFW3B</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Decyfer Down</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67530</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9003">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/008101c27cf4f0d0802978e42881f4f7fc37dff9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mj5iibIywO5Vygsn64Z3e</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25090</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Downey Jr.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6414">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kGBy2WHvF0VdZyqiVCkDT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">484339</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc49de93fd4b99de3d42520199e2e203e07c8fa0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Father John Misty</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6879">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c5f09c433dc8e03efc81cd08415f32210d19186</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6urkHDoIVO1WO8vNIwcJmM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['african rock', 'south african alternative', 'south african hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1215726</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Die Antwoord</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">african rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/656">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2148983</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aQeKQSyrW4qWr35idm0cy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90890e95f26516915b4862f2b399739bb394239f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T-Pain</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8845">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10585</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb1c51cdc52c12b24085c6d991bfc3793dac52d7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Consequence</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KkgZ31b9eDwkvo9oMIrSm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4158">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swamp pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swamp pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">784</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb4f93b493181dc20b24889c1f3c136e1ceb7c05</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dale &amp; Grace</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pm3g02BZ11lBvSCuomYaW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6096">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David and Jonathan</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wl2cTIa5bbrsXc36bm7E7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec4068dbaed81bda9b3383858bca3d86954b9b9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5297">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GGDnwXsF5e9gjhJMRZ03s</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Paul Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2430</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'southern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88dd6dbcda2ba9bfe12e09f0b9b336fe7d76fded</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9417">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b33ab9dad9be8d90c896c6d9642318d2d1e3a25</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3csPCeXsj2wezyvkRFzvmV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orbital</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171708</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'big beat', 'breakbeat', 'drum and bass', 'electronic', 'hardcore techno', 'intelligent dance music', 'new rave', 'trip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3036">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1495672</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Young</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian singer-songwriter', 'classic canadian rock', 'classic rock', 'mellow gold', 'permanent wave', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v8FB84lnmJs434UJf2Mrm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7dde566bb31a3442b5b12d707b94759751da1a0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6267">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">398</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Caravelles</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uZF0rHNG0DlPOd1gd7Tiv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62eade67f2915a43c91d0f2f7113f8c8fe915317</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8878">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugarcult</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85707619bfc74194c71a062a1423b84dcb5c564f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop punk', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148715</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04RtvnUz0XrUbUZzOA8ZoW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6616">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5e68de90e8589cd95b3668fc76fd6207a62f397</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yandel</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eHQ9o50hj6ZDNBt6Ys1sD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3656973</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'latin pop', 'pop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6625">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">799203</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iron &amp; Wine</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82e0135c52978f4d54e8ddf7275cbe97b5831142</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M5nCE77Qaxayuhp3fVn4V</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'modern rock', 'neo mellow', 'new americana', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7684">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a32b57e0deca1ed3926585036dd2ed88565ade0f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sky Ferreira</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pyhre5oEEFMqcgMEvJY7q</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'candy pop', 'dance pop', 'electropop', 'escape room', 'folk-pop', 'indietronica', 'la indie', 'metropopolis', 'neo-synthpop', 'new rave', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">330706</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2141">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">258177</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e7741cb7b514cea100b90e08c3043ca23882723</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6w7j5wQ5AI5OQYlcM15s2L</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'funk metal', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Extreme</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6400">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'new americana', 'pop rock', 'roots rock', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dawes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169314</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c9bb88e702c5a2aa41d558131271c2c6c802e25</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CDUUM6KNRvgBFYIbWxJwV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/998">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49295</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OuSnRyi1OkLPkR4AqzJwi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b640c00bbdfa267f8cc49c281188366aa76be1e5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carolina Liar</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10348">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30yNK6ul4uCxHnK36GD1fg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18517</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TKO</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian trap', 'australian underground hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ff72567c5d62000a3949bf0c9e4ca8400382468</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian trap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2813">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IuJ7D6JVHGOiPgJiZQlXf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Felony</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b69b6d7bddb2be1373d150133eefa7f5eb753903</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5481">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jordanaires</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CXezToiGS8K6jr9kr8Muv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3279</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e74b93b46b9c06c42e2eaf58f1feabd7d4064ba</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10713">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/696b6875207ef9dcb1325aa6c284047ea380b887</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CIcEIOiWaZcEH35cpsdZq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boston Pops Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12954</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6200">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa41635fe4d492d00a28f6256f5cd44db11033e6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Freeman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3898</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oMWW19j0AXl7Sy4Xn9rmg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Offset</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DdkRBBYG6Yk9Ka8tdJ9BW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d718d632faa01221dd271f4e60a421596718fda0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1202706</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1495">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angie Stone</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b128023e8c83a475685b6b796c35b6db0d17e57</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339255</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hWr3AjjKOCVmWcwvuT4uM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1043">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1359390</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05oH07COxkXKIMt6mIPRee</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d09883945699bc97c0f5a5d6da5b275db55de42</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3927">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feb9c3cef9845c193b9c0ad43f1f2c42c68b1727</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17907</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eRG04xbRiI1AzY8uTCySk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.V. Wright</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/561">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'swedish pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mohombi</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37GUqxafAvAKGMZbXCUnmr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/449abcc3ead24c7b0606dc75b5743796b361ee43</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274269</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4881">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">W. Collins</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aqxRpXub8Y16gre8VUUao</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7962">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KYgLYR5cMtHHzQ9gRWN2y</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AxeWound</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2060746f6cfd5a9b89880c5b993e44641b4829c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk metalcore']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14161</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk metalcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3892">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1X5S6EjXYAZHu8VktaREgC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">712</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">traditional ska</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['traditional ska']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28ba2785f1e85684a73c825f45ba68bece58edfa</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beatdown</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9798">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">corrosion</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sisters of Mercy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['corrosion', 'new wave']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3315f77926132d508c282699c85b4fdd3eb77593</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167312</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HxBVyHaUa60eCSsJWxwWR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/15">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burl Ives</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MHgLfmQdutffmvWe5XBTN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'american folk revival']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89c1ee2f7e000530b5b88aecc003f72acec863d0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29644</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4472">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a22057864df5fbacd48028186c50ab1799ab45f4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Tribute Kings</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1317</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mNfOTm9TO3w8v3TIzaNZ7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2256">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Urban Dance Squad</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch indie', 'dutch rock', 'funk metal', 'funk rock', 'laboratorio', 'old school nederhop', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16425</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Vo614yFlepUdpdbkggrmC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2a9498b31418c980d90a7fd8bbb96b600afc5c1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11110">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44756</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'lovers rock', 'old school dancehall', 'reggae fusion', 'roots reggae']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebc7a7cbe13a2b07070141dc3e8abce908b01ce2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hHDN8REbPLpv46ROortOM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Super Cat</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5563">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75afd2afe67698edd349472e14a4fdee33e30075</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6785</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Baker</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nWVAz0ZMSKzLVB5oF23Vk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nederpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nederpop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5249">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g4xthh9aq9HTMYA3mcVn0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/629105d4ab5853cd5a51ee242ed76bfbcc1596fd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amazing Karaoke</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">674</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9809">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04a97db5fbead5d5d0327a1190981c35d5cd6220</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1445</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sjMk07ASNAAPVXoag7sGO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gennady Rozhdestvensky</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2402">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Choirboys</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59712</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2u6qHMpQaE48aowjWKJeCM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e2e8752a3787b7de0b9a135606ddde75b88c45</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7270">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YEt8MbsfCuhdm9FomLNqM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b00cb1f49f49fc21ec61162a73b90f74fabb9aa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rapture Ruckus</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian hip hop', 'christian pop', 'christian rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16691</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7213">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindemann</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neue deutsche harte</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65A714FqhSPjoFZeffQbTv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d199a39a884bbf53954df24da451243d6f20fc83</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145278</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neue deutsche harte']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7809">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44516</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2238ad0e1ec0863ecd32a823e633ca317ff8cdec</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v2VjBVPcGVbBqJrUWYiG1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kirk Whalum</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz saxophone', 'smooth jazz', 'smooth saxophone']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz saxophone</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10099">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/674b945a9701a441b6a08a0f5152cb17514a9504</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zHPRenzLeI2vhT7nlR6Mq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yellowjackets</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44968</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz electric bass</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz electric bass', 'jazz funk', 'jazz fusion', 'smooth jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/144">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Aldean</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62ce5e006733413abea9a3abfe000acb593dc4ed</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3256680</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FfvYsEGaIb52QPXhg4DcH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11412">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ap92n52jgV0Jxmf6xbHcT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harlow Wilcox</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1731">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timbaland &amp; Magoo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4loSS1wuWXX3WxDqciCtIM</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106454</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/647e22c02b988ec93558f5f6464bddd82ce635a2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3101">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295091</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'classic uk pop', 'dance rock', 'folk rock', 'glam rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'symphonic rock', 'yacht rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10cc</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6i6WlGzQtXtz7GcC5H5st5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd85e05d8bb8ad24515a232174cbe20925048566</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/47">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4m2kfAHEnK7Z7qLGxeWtro</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">experimental rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['experimental rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3032507cbaffc056ac1ed19fcd9b761adfc4d5e9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17193</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Plastic Ono Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/509">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Levine</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">741338</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a38b5c1fabb83ba5db7ff3dfe99da2150af26e3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bYPcJP5jwMhSivRcqie2n</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11489">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd15bcdb02bf2726d10b2efa104cce4c40493fda</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4168</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Music Sounds Better With You</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GegXcLlaswfEbhBpYW60f</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5709">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Fdw4HribVji2zbYoTKKGZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Turner</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab3ea808c857ecb6d8d9d65b2a52c505552941d4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3264">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c26a9afebe4fefcea8dae9854090e66e8d2ed44b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rVDi66o7gdeUq1OHUzM0W</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37628</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'nightrun']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Protomen</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/789">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie rock', 'indietronica', 'la indie', 'modern alternative rock', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">769985</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grouplove</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/026ce956f371c5a25f366f85b6c4f473f649899a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kVUvbeRdcrqQ3oHk5hPdx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7709">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deltron 3030</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'southern hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122890</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2efzHZrUGhawnSOTpyAHOQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c0af6ed5a0343c425d07ced004a2ee5f7314cd0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8612">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/320d7cab30929b28be8762d42b6e72217640ab55</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'neon pop punk', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5or8HO8aiwjdIWZxURNx1y</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24520</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">This Providence</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10511">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07tYu4BGrfeogBobCefkHI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc0349480c3e77f98be51b219ea8a9bc47a87ce9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz piano', 'soul jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les McCann</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15031</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5248">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Planet P Project</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3107</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qjDKqoT1Psj40GF4ga77w</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4909ebe3564f97bfd6af85604ead9787ede35bdb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4819">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twinz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18775145ed208be577b053e6acdb5fe745f7a458</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33ay6frFAk5xRMXayOWsil</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17995</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6595">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1532254</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleeping With Sirens</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ec9406a83e3b3774a8d25d84e3fb04d719075cf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3N8Hy6xQnQv1F1XCiyGQqA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pop emo', 'pop punk', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2874">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44b2274b55c4eacc5da616140077e78eca95b65d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286732</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gordon Lightfoot</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian country', 'canadian folk', 'canadian singer-songwriter', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23rleGXVOVVgTk3xgtmfE4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4527">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['azonto', 'dancehall', 'panamanian pop', 'reggae fusion', 'soca']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">azonto</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Vegas</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8b14f9e70f73ac257fd580526f4ec6e659c1c2f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191136</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pmixngtBJleMrGUG5o8DE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6446">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zach Williams</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6g10GEtmIVqIQBhPZh4ScQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5485f784735610fe94bccef71b57c39f23a38100</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72613</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1387">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eamon</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45953</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1y20PpXw0yeuJ1avCD0Ob9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a53c8aa4533c481aadd960d6111d5ee491960f7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1695">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21DDunKoUpOWBax5LIULe5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Lever</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11270">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Hip Hop Masters</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UCY9YryQvfEK2SrAOvKH0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c81c3bad3a0ac5840b36342dbac2a08914f81b7f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">890</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2171">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie shoegaze']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Voices</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie shoegaze</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">398</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69L0e0rwXtNDLJP3RWnRbR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89ab78e08da6799dff3ae7f928b8c64e4b87ca52</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8482">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acbe16a3fbfda0ce2425fdefe821a7a759f656d0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">522987</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1P6U1dCeHxPui5pIrGmndZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Air</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'downtempo', 'electronic', 'new rave', 'trip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1085">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'deep pop r&amp;b', 'girl group', 'hip pop', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293268</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c70yCa8sRgIiQxl3HOEFo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2030d03cdbe6bae50962b249eeae28802678da4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherish</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2977">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy VanWarmer</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8025</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IRQiyNmNGjGlrmEl0iArm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc19301ff287646d310a03872de4b534817989cc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3092">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5W0GCoUUwU3SF6qpJanlug</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Stanley</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88fcaf0d2cf5345f93520378cece589897faab22</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64200</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1650">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57749</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e24f3898f44907645cf65d456925a19e91de379c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracie Spencer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SwRWWKpFqktihz7o2rfYX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/416">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2247</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Davi$</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rs3y69kDwkIdGJcOYngQt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c858454ca6952b5e3fa170f9e70f52622b76d514</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5527">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donny Most</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c7062d051673dea9d978a336d2b3e5ac3c069a7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BE9jEf2OugfqxsFNo9jtW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9773">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EnAgffrVyerTWH628TJ6f</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nitzer Ebb</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark wave', 'ebm', 'electro-industrial', 'industrial', 'industrial metal', 'industrial rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark wave</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39642</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d2d765d2795806105ecbf45b11f95d7524123ca</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10251">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">388Y4nUQbYSyonhNlBEypT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'heartland rock', 'outlaw country', 'pub rock', 'roots rock', 'singer-songwriter', 'texas country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16119</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37d5a4f6cd0ea334dadb7cbb95e8a7848ac4b3c1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Ely</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4839">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iqnJXHIpmCdmkECQM9YJj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec81573172c0d695a5204ec54b6ca0d69e75ed65</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butcher Holler</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/308">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21549412</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5fcdc130ec341b3e8814da749ba260191c938aa</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coldplay</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">permanent wave</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['permanent wave', 'pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gzpq5DPGxSnKTe4SA8HAU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3473">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['traditional soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2u6sTEhZMp9PgpEPYn4Sry</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">traditional soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e904aa85ba9f636d79c8d50bfc50e9f9b0d627</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Williams</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8159">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ToatYtuw00EyABhQ0a8fA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">752</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f21fb258746d6bc0d8d3538cce77fab00ed5ed88</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank 3's Attention Deficit Domination</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7960">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cLEWhEKQl6nAvgr60M7zC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/431d0bf177bacc0ec38c8b602141d6c19f7dbec9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'folk', 'folk-pop', 'folktronica', 'lilith', 'new wave pop', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76008</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beth Orton</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10307">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21683</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14IKysoZ0qyGRsIiTk1Ase</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['oi', 'pub rock', 'punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">oi</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">999</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00e7c56cd1884b695620c0cc0f8c81329ca73869</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11220">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b8870f7263503ff670ac23193ba4ef2a67aac3a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wM97w4WBDy5cMwf5vuwp6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giannii</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8861">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K-Paz De La Sierra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb98e3db9001158bb59a87c48bdcf2a4ac28a6f3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">324741</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TCSet7pGZCDkcXCOzH359</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10939">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e931ea18a05eaf9267e6fb1ab0f1a778b6ae79b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZlFYysRdc6YaUH5FkxPl8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Swingle Singers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'french jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15401</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3463">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Judy Collins</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97332</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'classic uk pop', 'folk', 'folk rock', 'lilith', 'mellow gold', 'singer-songwriter', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd90f2618b1e1da9f3fac41aea434fda7dbb3626</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yzE49FicYiSxN61oaxkNn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4648">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142861</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orgy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uYwLU7k03RCQSRXGtQGg0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'electronic rock', 'industrial metal', 'industrial rock', 'nu metal', 'rap rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc8521b25253453234c5839716601b03c567dad1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11203">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7bf7cba3a682cdd5042f959cd8714f845fdb7a8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The MGs</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Rk7Z0q5s5GK0JApHf4nBA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4991">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AOHWc2z0Q8SDusVCrhOoE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mega Chillout – Summer Hits 2017, Lounge, New Chill Out Music, Party 2017, Dance</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1052</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efe06bafd0136ad443dce5382256a3b7d0ddfae4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7368">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3B2PSZmAw3xz6cQ2XMXta7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dorothy Norwood</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/840a8be182886e937b758d1ca6e407d9ef395005</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22623</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2036">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77205</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deep Forest</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pAYkltTzVhqBZuDekCHa3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'new age']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d9097cb2a7cba11606b810de050ac953ccf58c9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4918">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2075</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Baird and Homemade Sin</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daa4bada799d0ac9c5bc92d216143622c0751d99</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uZuSdsqqPO50CLGpB1Q7H</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6676">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202704</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iced Earth</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KEixcRfBS5K3E91Vn1Kdy</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'hard rock', 'metal', 'neo classical metal', 'old school thrash', 'power metal', 'power thrash', 'progressive metal', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1fa09dcb7f14ee7bad400ad8c0772f1a2ec4468</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/132">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0433f521b1fadf1d839b6e70c3914021f122901f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chance the Rapper</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1anyVhU62p31KFi8MEzkbf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'conscious hip hop', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4307572</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/799">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">579559</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd5d217a4899bdd98cf275ecef76b515bc62056d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Porter</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6z1cicLMt9XArxN10q7m8a</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3293">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'lounge', 'mellow gold', 'rock-and-roll', 'rockabilly', 'sunshine pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Everly Brothers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/143996e5147b6767719a60163488e342b3fc2efe</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ACplpEqD6JIVgKrafauzs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319697</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/393">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f703513f4a8a0d0d98e33fff4929945fe635748</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noah Cyrus</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55fhWPvDiMpLnE4ZzNXZyW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">421723</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10703">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/455383f963697e4fc36e819279db5f4b20793641</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Y3Oa62lkjpNzmjWtDwDrc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Wright</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3070">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bthPta1kDQdt8PkJltAUK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fabulous Poodles</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">404</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/817">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">649177</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30ab1b553c8fec7fb4d62f62ecbb58c8a2a17a80</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martina McBride</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3P33qFNGBVXl86yQYWspFj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1997">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spin Doctors</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PSiyldxmJze7xiqbz658m</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273441</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e33ffca0438525c68d114f71690de6fca49a110</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5220">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jacquelines</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02VDCca8qyOOSY23Pog2Lp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3fa21e64c734592ff417ca23fd98fe8b1fb642c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5437">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7db0535baf5c033649bcb1ce7ac2d80bb27f539f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7puwbHKHU2MlKRY5BoYbVO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1200</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy James</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10714">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63f9044961dd6dd686c197c1e34e414330d7c848</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JQBcP1ceEAdwHM6cvSCv8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arthur Fiedler</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4630</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8997">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecbcaf61d9c7ad550e8c7609cae7600a8e72e370</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30aMh21vdYVIjdVgIgHaqW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mississippi Mass Choir</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65904</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6700">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">544757</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MwPCCR936cYfM1dLsGVnl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Motionless In White</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3146a4457f5d120219157358ec30dd172a32e695</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8073">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a67760bde749a7bae4bf0d4624c11f948a2ccb1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AnrSlk5Gp1YMXgaI3mWCL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chieftains</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'irish folk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54552</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1023">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qyi8X6MdP1lu6B1K6yh3h</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d360d672b2e2c4d8116782461ac480021c6c1ba6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'dance-punk', 'garage rock', 'indie pop', 'indie rock', 'indietronica', 'la indie', 'modern rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">402655</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silversun Pickups</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5983">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ramsey Lewis Trio</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d27c544be6de9879e7668a80af44523057478633</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jZOiPysIzYxbDcDEOZmhu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul jazz</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14839</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2942">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delbert McClinton</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8482a9cdd2d054a146ba4855250f1050df855aeb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29191</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ri72CuuQSCLLkDRJgniFU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'country rock', 'electric blues', 'harmonica blues', 'modern blues', 'roots rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7111">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58V48DmyS6wEX4ZGZRZzMf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Gibbons And The BFG's</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02e0c3202cc1bba3cffc051441acd8988478fb3d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6300</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10094">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loyle Carner</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3aefa32b48297494aaf78bdfca7f1106fddca7fb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oDjh8wNW5vDHyFRrDYC4k</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247279</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8504">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gNkDUN42nBxKOcpoF7iQ4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3 Inches Of Blood</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian metal', 'speed metal', 'vancouver metal', 'vancouver punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02e7f748be7e30d8ceea7d911f091813b0a2b9f8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35150</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10771">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['moog']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">moog</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Moog Machine</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">301</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c88e5afe9c273a986a337c34249ff940c295f76f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Jq6MI5lICjpWFTfIm9buj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10298">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0f6e183a6bf61771d7d69029d2d067322783138</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6803XTpoywjl9e37yTvwt7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'canadian metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Marino &amp; Mahogany Rush</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9578</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2990">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZeqFaMDjGUe1IHJznXUbr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Photoglo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4532">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fefe Dobson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'candy pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mzTssRDPIQVH5wSNzOdFZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60774</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c106890ee341ce7a00d48862b01787de95b4d6f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/164">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'atl hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IVAbR2w4JJNJDDRFP3E83</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LACK</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1738530</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7b33aaeac1367b35d9c74a53fc9cfbd38f79fee</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2386">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'hip house', 'rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109726</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tone-Loc</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da10ff1a63f5dc12b04649404c63aef6a83511c9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Y8EphH8Vdqu5SLj6K5vjj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5773">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01f6fb02c824b9c39d8014c27e73116a544e418b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14677</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'free improvisation', 'free jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LTIwNcvI31Zf5wwFVRHyu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Art Ensemble Of Chicago</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/571">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vHV92ecrylnUHDM4d2MtC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/872b7fcaec25a2300c90ed0b104d7a15d0abaf1f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler Farr</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">441707</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6506">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bc229dbb2209176f5757ce8e8ca13848add7402</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedienne', 'comedy']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13008</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedienne</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pA1nRkXRM0pzpZ5BhTcOJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathleen Madigan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8037">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'boston metal', 'groove metal', 'melodic death metal', 'melodic metalcore', 'melodic thrash', 'metalcore', 'nu metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f88cd5cb85623a6eaeb4d9c737d637df7f2bcc95</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HaiS1sFo8qkc6tF5Mw1M0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shadows Fall</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120708</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1128">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2h1hD8R5Y4eaxsL80EKiPm</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9af35c05dc1b1de7adfb4f1d97d40acc4c439d0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5325</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Poppa</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11256">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">802</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31BLZAIf5FNCUAl2IJ6PKh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8357522c4a443d91e2ace639d37ab1816e046350</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10432">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Hillman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70FybmH2MMz9fHewhnLvjs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a91eaebeb59ad94612e4aa007ed4e8078578244</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7669</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5843">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2849</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Hawkins</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2viYME3n7SlMsIOEqWmEHv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian blues</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1979431c44c45ab4ec17e55edd183c7385fd3eb3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian blues', 'rock-and-roll', 'rockabilly']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/935">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">antiviral pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['antiviral pop', 'comic']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55234</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gregory Brothers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee857fbf980cff3be5eddb935d837c86c7f94fdf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0V8tQXWkKPD5SxsB2moGew</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/337">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'piano rock', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7e2bf85cab1a187e339fd4d61e599afef9abd93</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xKp3UyavIBUsGy3DQdXeF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349604</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Great Big World</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8136">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78OKNrjc3BvniYTqvpOp6P</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88959</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chillwave', 'grave wave', 'indietronica', 'metropopolis', 'neo-synthpop', 'noise pop', 'witch house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zola Jesus</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97a78a476de23d7a67cad837f19df2548e531862</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5654">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Painter</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8b37baeb468ebfd3844114a0f2541f00db4c074</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7glzLrtGtpBnbIjniBf0jg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/455">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03tfKFHhDoDqF73vCI3cxn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7374d58ffd044327ef906fb073a12931c947d63</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Michael Morgan</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28207</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6730">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7965524615b9348b114391d55421f04895d91a24</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63575</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FukyKMUPL10mDN9LgAngI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Evancho</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8613">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2878</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fe80e66f7b8484cc73d1497dfb28da55fb6035f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bllZtx0FQKwp40G2UGiHS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rocco DeLuca and The Burden</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1536">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3L2SIGZah4QZSvN4wC8rHl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City Spud</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3143">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">744</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/506f1ba6cfb514db40284e6f89faf31f5ea09e11</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eloise Laws</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RJjnfYCmudnzG5AyMVnte</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5603">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/607abf90cc65e309cf192ec9eedbaaacfe2c58c8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0woZZJmWAIMpDP6kUEiHrR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lana Cantrell</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8444">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02a3ba3a49d0efcb3498fc10f8ab7b254e466a4f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allison Iraheta</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48E5csclQ92SrzSRQmEeC4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14609</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2183">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/398e99ff1a7fd20eb1450a0980e9b414e2dac688</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natural Selection</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5V7OAv6vGynTbLAhi2MaRA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6458">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c00f8b71b2a629cdf0b81e0624e2042ac192eac9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SgHzT552wy2W8pNLaLk24</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1523887</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hillsong Worship</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'russian ccm', 'world worship', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5935">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac6c9f2f3b7a7e8bcd26160d4a1d90334f725cda</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hugo Montenegro &amp; His Orchestra and Chorus</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nAYZn357xMuhaIrsW5mMC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1519">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ol0baiyjfNxqzzNhXTykx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Florida Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d7fafdaed3228cd8b60a82711253efc5ea53d49</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3694">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz blues', 'soul', 'soul jazz', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7G1GBhoKtEPnP86X2PvEYO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32639038b81bf78f356e1a7a456ef5cccba798b8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nina Simone</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1425463</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz blues</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3850">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JJQnWXsIpAKIvcWJGUtfg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Fred and His Playboy Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05a27e86904290d8046ecc73301de0b4f6a65388</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1942">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">353474</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28pS8WVbFstY0o1SrqCf8I</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01d5c6fd796babf4ad6374a96f3aeb57d6421919</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Firehouse</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2474">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19eLuQmk9aCobbVDHc6eek</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'dixieland', 'jazz trumpet', 'new orleans jazz', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louis Armstrong</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99f7f6998cda59a87fff6c7e27019605c783714e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1798979</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9746">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K-Solo</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4im2dBgt8pbyCfeCoSNrJR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5709b6dfedfb9dee9d67689a7e0a513ac1ef8d0f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">701</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/866">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a7e7ac35ec7829ec5fcbf8bd0f37b44253b2a28</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67oiK9STe75g3hNiUFyaRo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rej3ctz</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26973</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9803">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fcTRFpz0yH79qSKfof7lp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287668</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'brostep', 'edm', 'electro house', 'electronic trap', 'pop', 'pop edm', 'tropical house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c23aff7d51ca35d9a02006b214fff425e9af2f6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seven Lions</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1196">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85eb1c9e95d3b74bd7304e8b89d7c48601f07845</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1013217</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XHiH53dHrvbwfjYM7en7I</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Cornell</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'post-grunge', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3610">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5738</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'country rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Nesmith</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Tic1bWAbmRoLrqaJ5SxU2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79dcf030f805eaba48d913e56e29e53145e6e172</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3907">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Puddu &amp; The Butterfly Collectors</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7enh6JnHL6dXlDaVsjhJoZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4621932bd1f1f01e2481f57b031e438f62be9df</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4774">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XswoC68grx55in1WQnJ7E</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7248</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bf1224c4fa4072497ee5d2545a8ac6d2371afb4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parliament Funkadelic</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6339">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hAd6zwEgt9ILuMDY1prcI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Palaye Royale</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'modern rock', 'pop punk', 'vegas indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f967d3673a47b2f8fc3f472e9c1c3c09480ef784</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131980</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5061">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Sadler</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DlOvY3hJQtlEyNlet9iH5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3086">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/752aee8a2185a522d8e9395603b4bfe32b26fa31</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08F3Y3SctIlsOEmKd6dnH8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">829141</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yusuf / Cat Stevens</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2132">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A.B. Logic</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">763</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uuPMhG3hFjDQwMat8Zj9b</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b9a64e9bc72a6040860628a6008b9a7a71a7664</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9812">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic punk', 'celtic rock', 'folk punk', 'irish folk', 'punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/066e909db6281a424881f7eb1fd11248050ed390</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wzMOQwNT6ZvVB4amvhFAH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pogues</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261211</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1213">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bf6yYgHODBW5EreBZshpX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27429</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Styles Of Beyond</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f6fa5b9fd47da4b908f76761710beda8d56c630</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8893">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nj8NaPzB4EdvfnUEqLkdS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Under The Influence of Giants</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8127</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c280d7bb128bb918a551d6a276699d2f2597b434</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2738">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33b7530f4a114941baa43cb045c48658345c2d49</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Midtown Men</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nff09HvuBvJQPS5VnTlJM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5648">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28f3def60341c2f743f164e23519eb5ced23a21b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uros Perich Perry</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xFjxHe0ck6xGeT0tXmpSM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11313">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.A Sounds</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7866fea986f7b094b6e0d6cbf28d189ed8c85bef</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AMKJMlXsUbwdxnW370Ut9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5531">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cWh5zsmOIFhuPL0Ay1e7f</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'deep house', 'disco', 'disco house', 'tribal house', 'vocal house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26776</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e0459f9c84193d3f7b331daab7f94ed9021b0e8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Negro</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9449">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sergio Franchi</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">593</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3afJ7ksCTA53PwM233jIf8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d403fda3640a86784e240a0647b2403545e87cfb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/594">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RaeLynn</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'deep talent show']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">255054</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88f4b45f208f41ef93ed14d2f70ce685e673cbd6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dMnvpYEfXvSexjwnSRH5n</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5903">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peggy Scott &amp; Jo Jo Benson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74c52372860fd46fc407689fd10b1e8bcf0a7504</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zGMN35Ci0IgDfEsPqBRPe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7901">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sho Baraka</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dec42e02495c167294f61bc6f8686c89d3d3774b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dpswct31rsudWf8ZASWZe</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37807</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3369">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6195b23ffb571534704463ceec5c2d9d0cf0d1f1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Magic</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99629</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tLLSEaHMMJPbsYAz8MkEw</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4004">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98b9c8625e27e510352124369bfa0f5e263e4884</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pRbB1wJPilL4ldazrSf0d</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Clefs Of Lavender Hill</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5265">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2441</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hughes/Thrall</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75lXk5oKF5H1xFt8euZZpn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b07d1848f4bdf7629193b9b016c7893c2888338</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7922">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Chamber Orchestra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ucDa7qmi9SfqfSqES9iXZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber orchestra']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">667</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6313c17eaebd6549cec8a3b39dc939cece6d69e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber orchestra</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2660">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Goes To Hollywood</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e04ad11e04ea805f9257a08d9204229aea45345</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317869</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'hi-nrg', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mZu3rO7qSD09GdDpePHhY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10038">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CnzxUCj6XCKO6rRGDWLWM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/261e389322d01f1d1c7fe0a65bc54506cfee7336</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Retro</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2405">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">407032</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hO4YtXUFJiUYS2uYFvHNK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Traveling Wilburys</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bb8df6ce919eac7664d0479a6d5e23a8e4ed48f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3364">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/806454c5837e338a5c1b32c4b5b26970b19766d9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4481</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Bristol</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0F4yfY9manxJrgsfwbXdZa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7995">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29289</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AKlIvLsIJNq4xv8Nl6o5A</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a28e3bb52235c3328eb0731c1ba9e1523f4fb8ef</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JT Hodges</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11429">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZAIKutVvLYqmcxfkBz5aP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e7b2244de2aba8eda0d489eacad1ea41cfdac21</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13303</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butterfly Boucher</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4416">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yung Berg</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'pop rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/908faae8baa3ce535fee4ec922f99d532d03e87c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23534</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BrPKSAeplwezYR1T2DF9s</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10990">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Product G&amp;B</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">782IpIScTpnDhYb9hyxOu1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1151</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e471c601f214725e28a7d3b06353fd94d14f25fc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8522">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b11ee5cd70514ba8aa33a467c9ad17a8b0b77da</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HNtkAKKMHmyovrcBJkNb9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6878</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Assjack</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4936">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nona Gaye</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HMKwxrCuqDVae1bWpthmE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebf04a22d4c15ae0b0161bb621c3883aaec99964</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5169">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Seals</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/385ef0b56a0065966a5fba07722e871c69ee1cc5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55yEsJBqyn27JPsw5hHzqi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74173</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2807">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41230</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saga</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/172b6fb8ec6f4e69369f9d0d623ffaea35b618d5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09u8U2kk11NOZFLcNJEdJF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2615">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Full Force</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32554</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'new jack swing']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iQS32l0NPcZeJKVrvayS2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf1aad3836f000f728e01a6a4c917a7f4f896c6a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6245">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vHGlaYbIEkXVVnWZodTXl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soul Sisters</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7362">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lagwagon</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c6909ebb625beaecc7db219c02c997f1767894f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66riGCPfih1Xqk81dDvpvf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'pop punk', 'punk', 'ska punk', 'skate punk', 'socal pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147262</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5561">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1024</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4b4IZJ8ClQ3LayffEW061s</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dfb63d886315b67545b17cf4216908b714b092f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kiki Dee Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1376">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">872091</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seal</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f87ba05c9d8fde9366c092730b169729b7fd2c93</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GtMEZEeFFsuHY8ad4kOxv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8595">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3usg1Dxx2KFycc9stTTw6C</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bernie Williams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12f404f84f70842bc9575282f24bbe87c2e14daa</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1337</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3510">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Graham Nash</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E6Roj0oQnJIm2BeXwDica</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98262</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a84afbada5818cf2d4856390183f1f99702ea9a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10522">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/059e53754bb3fb2204ba4790c084a3974eea9238</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5029</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Kossoff</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RWZcKPLfAHGMwQ6prAnXP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11040">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45po7XELMn2kmIGm0jZedi</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd0c4ea44526c4bcdfb5e23a29360f1554bc6626</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1888</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Urban Beats</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10408">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">653916</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seu Jorge</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7a53ae14d0fde3e5f00885eb2c20905d50ba7c3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'mpb', 'pagode', 'samba']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i1s9WcIu0PrUvHzALgofo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4573">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8-Bit Arcade</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f02beb7dc83c47c8d53cfa5a79b2bb69676bbd85</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['8-bit', 'scorecore']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21004</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8-bit</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21VBNkZvKxrI9zmfFRxXvn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6567">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d5ae230d679fef12b75f6a97ef668a6e889bbb9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DlVR9AUTrBgXWN4wiy5aL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">regional mexican</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531949</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luis Coronel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['regional mexican', 'regional mexican pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6842">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'modern rock', 'neo mellow', 'new americana', 'seattle indie', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31c98c4125d3c0ae3e1d7469d138decd15abb039</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0n94vC3S9c3mb2HyNAOcjg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">717874</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Head and the Heart</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4428">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Hit Makers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89a5b26e479235f51c41639289f8e0d7f11c373b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04V6nCBJq5l3f5Ucdptw5R</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5809">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin McNamara &amp; Friends featuring Sheila Kirsten Hughes</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4O3gjXbRjxfXWvMLgTNPH3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13b2f005b8c5ccb0eef874d53c5c66ab297f9862</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9037">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb3863b8e96e2c2fa670f0f5251bd3d573f9373e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Jvi2TK5LJUqq31thj2xGZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sing Strike Karaoke</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6236">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46b68f9af956d498aede61ada8f40faef0e20764</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Inez Foxx</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yQyT3GaAXmzJMf6Vt1ZZj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1909">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49675</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sponge</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JXDwIo5HsiwTcTPQytrZ8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ee671936551efa7ab16cf5da08676ced013e39d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1882">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10016</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48e50836335b7417c5a27c664912dda4ac57ee0e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aIN2HphWosDXzCDUTgqWa</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6853">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Opeth</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'death metal', 'groove metal', 'melodic death metal', 'metal', 'progressive metal', 'rock', 'swedish metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4db91b921c68fee49a81ac1a1edf2e1160eb51e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ybFZ2Ab08V8hueghSXm6E</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452233</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1770">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1143576</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4k1ELeJKT1ISyDv8JivPpB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Prodigy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'breakbeat', 'electronic', 'hardcore techno']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e2e5f11bb583a0083870e57bf9e1e6eb391f4c4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2777">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'ska', 'ska revival']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madness</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AYkFtEBnNnGuoo8HaHErd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac17fa8a7f69e6ad9748c6508e9d8bf280e4302d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">370985</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3349">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Margie Joseph</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pq13QK3UcktjZaDw6dJEc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4649</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f24e9f0712ef9670d982e394e536f8bb2b73125</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/669">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20ff4095012395a58d4a925bd1b5bb87e6fbf8d9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'metropopolis', 'modern rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gwpcMTbLWtBUlOijbVpuu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">637446</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Capital Cities</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1836">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mellencamp</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">622463</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8c5fdc3749fb40310093c31710d2c105feb27c3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lPQ2Fk5JOwGWAF3ORFCqH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'heartland rock', 'mellow gold', 'pop rock', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1064">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2d3VHzlOEwXvmBdS4pzOPL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88dbb1745b13a70ec139e4e50de79a605c8bfe34</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'dance pop', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">587935</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LeAnn Rimes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5288">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geddy Lee</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9519</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mVhi0LYM9U7DEZNrKyC0l</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2ee4c50cc0b80970557088c8aace98abad47848</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11169">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PyUtQgyMdvOsrmXrE4LSu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candy and Kisses</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/239">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pharrell Williams</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2848843</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RdwBSPQiwcmiDo9kixcl8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/555bf2119822c212ebf8cbe12b2a9fbff964a2e7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1308">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yqDXjskTQI1nj9bH6W9Ze</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114349</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a88770cfee206a8417cef1d04daa757477af874a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooke Valentine</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9263">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hi-Tek</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2S3kEShbYaNGvSyJdd7sJg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc331f997d8516efa2aead90be77ad918d0ebf23</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34424</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8735">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teddy Brent</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f3e3b33a76b05e7bf9a3c4d315cfbf99b7caf96</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15pmHyvwyXbO5efupR0XbY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9845">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39DCa96o1cTaN0uxasrhk1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10840</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ec12a12b65cb9a66f93e70c83db0f5d29df0d08</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Kinison</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6741">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185456</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0t3QQl52F463sxGXb1ckhB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'dance pop', 'electropop', 'indie poptimism', 'metropopolis', 'pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6665ee34af63f5b0f525bb051a99b8b58060a786</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Betty Who</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2522">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carly Simon</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433639</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FtSnMlCVxCswABUmdhwpm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2408d4187db84c9f53fd5789be1f674dd3b5cfbf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10097">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd431c06b6997eb9d0aa0ce92d7400db9470b361</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nOIDTyb3A2nGL8fiqrRLw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonatan Järpehag</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1048">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60h3lZFY2T93K7qxVPrajf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Wayne</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34339</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af38f6165cb326288a92b59e10c6601fe341c0ec</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10104">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">651</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stone Fury</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29dd88321418ef97995732f115b451c3f17be7c2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kdyyeuROzwe2vDiqdSGvc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2856">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80667</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4441bbc9d715dec9b04cc3f0cd5030b647a5c017</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'electro', 'funk', 'new jack swing', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">One Way</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">001aJOc7CSQVo3XzoLG4DK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/60">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6860517</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ellie Goulding</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d2f58ed590582ac66df4a48708019f9d28f2cd9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electropop', 'metropopolis', 'pop', 'post-teen pop', 'tropical house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X2BH1fck6amBIoJhDVmmJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3717">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Adams</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24qtJegdRiX2TPRvPN6rzk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea5ef947de130669669a5b70cc85f1ebba940e66</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">louisiana blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3118</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['louisiana blues', 'memphis blues', 'new orleans blues', 'soul blues', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3338">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop', 'europop', 'swedish pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Björn Skifs</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d942d83d534f53adee1086729f01c7ad17c4c56</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59359</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ek3VdZ8EPmcvgRIqnHlrF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8693">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6l0FgdMZNMgMjph2DdwKP9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'roots worship', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9266</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bart Millard</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29f03408eec80b7a5217d1f5a70f6eb0d40fc490</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc5eba5e032c2e5bc4d42c89d61ffee5875c981f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Scott</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6313709</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Y5tJX1MQlPlqiwlOH1tJY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5718">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42423</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'cosmic american', 'country rock', 'folk rock', 'jam band', 'psychedelic rock', 'roots rock', 'singer-songwriter', 'southern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a12a6d0d66653d9630f6170670e17831f71315d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2D3v3HJ9k3UzehaewnT3QA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Riders of the Purple Sage</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/684">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7H6dkUChT5EoOQtUVMg4cN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/457bff57978a9c1aee6c2cab83e774df8942bebd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hunter Hayes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'neo mellow', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">876041</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3762">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bac7fff3a565e0c678d0e5bb72cb3b68b685a7b0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17vIaBTHJOVxnU4v7t1DiY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13752</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1910 Fruitgum Company</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/585">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bdbf6fcefb5331e4fc81f93dde1de40a3bd1731c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MHaV05u0io8fQbZ2XPtlC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'latin pop', 'pop', 'tropical']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4562547</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prince Royce</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1551">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bow pop', 'celtic rock', 'dance pop', 'europop', 'new wave pop', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VbWUxZTRNY2gw3qZ1tg9W</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5813e7315f6fa4c3c0d5880c7df2d18f0889b18e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Corrs</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">516884</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6062">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac8c3b6cfc24c1fa79c2e7389bf0395096f457f4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10039</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63qOOnxbI8rVgpakjpnFBp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Della Reese</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10667">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1906</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mason Proffit</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0af2075c49c136ad0f0a2bb68302cefe5f828689</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mzO3wMLHSucS6mL8ZElO1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5308">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0To5Xn0CmOwl9Vg4Tys4Ov</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbie Patton</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3089">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ASU Sun Devil Marching Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">marching band</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nHI6kjpax0KHFUz32409Y</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['marching band']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">561</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4d10df27bd533cb295a1b1efacc64df6dd3af52</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10659">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24022</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24DQLSng7bKZD4GXLIaQbv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Percy Faith &amp; His Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/456ca5cb1d48fd128c84930e73e40df31f608d54</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/130">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Khaled</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QHgL1lAIqAw0HtD7YldmP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94e2383b16d3a8f0af23b45ab9edd767b4107bbf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4152548</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'miami hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4733">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">730</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a6cbaf42a1e8f6dc01186def027a35e7a047259</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VnMJXQpix0onjop2VNFvX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Samantha Cole</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10226">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jN1FN0Gc8gbD5zjM5cit9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Red Hot Strikers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af03eac09ddc43aed532a1889311ad047402b257</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1156">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6z7xFFHxYkE9t8bwIF0Bvg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">967753</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/918fab59de4d4f8634e89fcfae137532e598b7cd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boosie Badazz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1588">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge pop', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Splender</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13C1r67pHZXIokdommj2dF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12014</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7eacc9baf51e928301fbb29a55683fad7ad1cdc4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10615">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b7a18e5379ebb4725643ce8cdc308704e61bb80</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gw7xoApQLFkRonp83rH9c</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Bulldog</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7536">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian hip hop', 'christian trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abbbfadbe932adc1f6002d879f46f064b71f4228</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4c6lhwoOrmgNWvl0GxHlW1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151415</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tedashii</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4796">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64554</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tina Arena</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZTCpKWDwHhbjhkdHhvTm8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian pop', 'french pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c42a78242e5cb547b274adf93103c8f9cd4a1129</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/409">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ff6eed0fef07d0d6a70bfbb5e9f9f6c9e68224c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">473208</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AcHt3JxKy59IX7JNNlZn4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fitz and The Tantrums</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'la indie', 'modern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4388">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z22vlK4DCgDrQgBEqfc8w</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d6a950769d3f5fb2434be5752a475553467dcda</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristinia DeBarge</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52974</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5522">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S2NIwK1AryggExTQ4CyBu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab3f819bd572fadd3ef1ed8868c4998ee92f1145</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Funky Kings</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6525">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'modern blues', 'new americana']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77e8685906e99368fcfce26d7b1b80e2eda56b4b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86706</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q6z6GTth6lMbL9I8CAgby</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anderson East</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8640">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1549</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5M2KV7EIOTUTZ6ypYBTVC5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e1be823a978d30d3d9a3563475cdff6d1b808d7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shari Addison</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4627">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc1d7f829a6a6419dee97a987ad5b62313d14863</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FLbBFuqtJpL7BC8AngquX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">885</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La-Le-Lu</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11223">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18VPUiDD3Q60qBOaXgiqmo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warren Wiebe</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/73">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01b7e0e05f3c844f0f7fe7d976f7bfddda96cdf1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">681714</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelsea Ballerini</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RqBeV12Tt7A8xH3zBDDUF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3113">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'classic rock', 'country rock', 'folk rock', 'mellow gold', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34021</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c827700f46e1dbb973a5af9b2b9e4bea2ead225</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Welch</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0reZZVbAPxgX1Rqj6XbWj3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3760">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cream</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aab6a0a0e9ca2ab17460b0451e59ba507cc5802a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk rock', 'hard rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74oJ4qxwOZvX6oSsu1DGnw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1047718</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5506">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['power pop', 'pub rock', 'roots rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/938b3d81a3c111483a7334f53f43449ab1d5ee0f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">power pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Graham Parker &amp; The Rumour</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14066</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CZj6Atoe6w2JhkMQnOEXo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6051">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Astrud Gilberto</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bossa nova', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rX2c1zow6hCph8PnnU3kF</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74b8dc014f94aa632406cd8b0ae9256a521f766c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106937</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1953">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db33a3a451787e48418b48a9ee4547b58fc59a69</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16621</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'neurofunk', 'new jack swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jade</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ypgj95aGInvJMJbMv78wB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6809">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leslie Odom Jr.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cR4rhS2hBWqI7rJEBacvN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes', 'vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fc45e5eeb7b99bf59b39b37dae24dc6358dc678</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106129</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4059">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47999</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GXruybcLmXPjR9rKKFyS6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Smith</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/184d3c8e15e2e25070b5573ea64596504ea9eb57</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz blues', 'jazz funk', 'jazz fusion', 'jazz organ', 'soul jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8023">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Temper Trap</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4W48hZAnAHVOC2c8WH8pcq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'australian indie', 'indietronica', 'modern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e415fd89d2aad51b9be6eb2cd0d94ed9c9e7a5b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">532229</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1040">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6822d350b5df5911efed555ba08e0f70e37ee558</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Cq0LAHFfvUTBEtMPXUidI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.A.R.</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224192</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8976">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WISkx0PwT6lYWdPqKUJY8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'anti-folk', 'chamber pop', 'chamber psych', 'experimental rock', 'freak folk', 'garage psych', 'gbvfi', 'indie pop', 'indie rock', 'lo-fi', 'noise pop', 'power pop', 'singer-songwriter', 'slow core']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Malkmus</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31530</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8b09e377d5170337db6ca50ac379de024a18b8f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11341">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ba66d4c1f4276a8b5ddd087e6eac2a16850a3db</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4t6nYAHnezc0edgoKzZKwP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The James Boys</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4432">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ncR8tsQPm6Jnj5VHHvVmr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Studio One Project</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cbd85848c5e05116e08c709b9c6c1f794e590960</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2621">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3606e48e78b1b2bf7753c812d7542e341f4645a3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marilyn Martin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">885</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vtjCpFunIFNdbXkBVx0gL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/102">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3340189</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Xgp2XMz1fhVYe7i6yNAax</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trippie Redd</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18d243ea2cd23ad420c1afc8c6bb9f92e8fa5885</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6205">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d100e2f40a5ae373577a5e78a81bbd7cc162174e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0d4hrN0X4YJYRnGelm42cT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blendells</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6213">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Wood</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UXGUMu5d2AJ2oYoARGpST</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8619bc1e4d9f8d3cc486fbf4915a75dea57826e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6341">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30130</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/433d6ec30d8c0f47bf10591913d2eaacb08d5d59</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2M0kKcVuBsLFH5d12pW215</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick and Morty</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5193">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yocK9z6V4YIzXWwpf9bhu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88dee5818e6c802d437a39c30abcf41faf966699</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Basil Gabbidon</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8007">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kokane</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tZrWfaCLVG6ijO3C2ocbQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48926</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e49c7036a1c2a249f65cb1682de3d5cdbee30c1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9111">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45041</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91f4fcb0a0113c209416bdfb93d6d960d0ef2dc3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01N1aZStXA4yGvkz4vRXtJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'appalachian folk', 'bluegrass', 'country rock', 'folk', 'jam band', 'old-time', 'progressive bluegrass', 'singer-songwriter', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doc Watson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5787">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Rowles</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40f70JVK5anPhD3fGoXkra</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic nz pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2964</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic nz pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3170917b1ddb31c46339ef74eefa7d2095031e7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3012">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rupert Holmes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34447</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1dc3194e0bdb35d1c0200eb50f9dc6dcb301888</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TqIPD4IS1w4e30R38B3vj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10876">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acb596722722d49999f13ec2151aeeb8420a34fd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sandals</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yaMfzgtXRzZMzaHfUtGX5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">776</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/191">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian contemporary r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5856419</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian contemporary r&amp;b', 'dance pop', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alessia Cara</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wUjUUtkb5lvLKcGKsKqsR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56dcc0e8f919ea86b139b4ccd084439e10a8704e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2602">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54a86ecf1de16b17e2ed000a9ca8a1590c9a3b80</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dire Straits</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2672355</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WwSkZ7LtFUFjGjMZBMt6T</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9355">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wU1naftD3lNq7rNsiDvOR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279102</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german techno</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9d801852df099ccc8eb5ceee7bd5f33ed80e2bd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german techno', 'progressive house', 'progressive trance', 'trance', 'uplifting trance']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul van Dyk</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6953">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229440</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TWENTY88</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6g8AmloI8egfrr3dm3SnUL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9558262b975c7ae03f734625f29b18f43e0b697b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1732">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebekah</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08d6e0aa0494ba92a206fe18e0194015fb3c088c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mWvsAg7X3SOCo6fwV70kn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8291">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c90bfc0d534143073902ff7cded3af9e6879222</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110508</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69k2JfIQxMpBbc1wtmHWZY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'quiet storm', 'smooth jazz', 'smooth soul', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will Downing</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3482">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slade</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfb524af354a6542bd2c5f56070806186636b8dc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic uk pop', 'glam rock', 'hard rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10n5lhNDoSMUHWLlnST1yw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114558</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1219">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c208db7537e3e82bd2ef1b95b67e75139c433b23</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dwESUD2sahwxyFL6SYtEn</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10551</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Paul</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/961">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c9f1c7f7d35c8a880dc520bfb24f7ebcaf0bc14</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qk9voo8llSGYcZ6xrBzKx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kings of Leon</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie rock', 'modern rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3944629</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7219">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61445</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5992a6c4314fab332510b678b7d3d921ca8c8232</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eFVIT8j6TJ7pPMhZYPwti</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama metal', 'deathcore', 'mathcore', 'melodic metalcore', 'nintendocore', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">iwrestledabearonce</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8939">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avalon</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53897</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rulVipLmUL2Mg67SIUmCO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'louvor', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b0fc19e5d3658abd028a9e938b6d8ade92a350f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6293">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TobyMac</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1094fba3f9f8f72bb980f2f8921556ecda1b3681</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">715168</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VX8hxrcfJWwaTLiqGUHG3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian hip hop', 'christian music', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5107">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">California Raisins</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1188</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tC7pAMcEoU8En89pu1i1e</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/770add8b63512a19cb2b14c528e14375c0868bf1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/20">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19722253</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maroon 5</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04gDigrS5kc9YWfZHwBETP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4079ef5effe54ab8cc099e2b6d872899d033b09d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/754">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chief Keef</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d34c02a8afd67b8120cbdf6eefdac99e0179eec0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1718740</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago drill</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15iVAtD3s3FsQR4w1v6M0P</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago drill', 'chicago rap', 'drill', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/701">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FAnawAJI7lHt4s1Ohde8w</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1509</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Future</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00aa81f68244127d5db1529a5471b761211e5e50</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1333">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J2VVASYAamtQ3Bt8wGgA6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">876029</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ja Rule</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1b060211552b23c964a0cedd2536d806bcd8511</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'east coast hip hop', 'gangster rap', 'hip hop', 'hip pop', 'pop', 'pop rap', 'rap', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2536">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'post-grunge', 'rock', 'sacramento indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">431803</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dgnITyIAN4NrmUVisvxHU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tesla</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd170d2b2c6d61ad7d54365f4a32e4d8940086ac</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1015">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Musiq Soulchild</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28e2d398637ed9e43b4656706cc9785e318e272d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UVRliakQfa1pMWIsNuiZ8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">670512</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10570">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2367</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b65b20222dd91a118a240ec8b8282bbf181dd53</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KL0Oi3NecuQ4xXysUo9x9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stingray Music</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6886">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d0d289d82edbfc2f889cfd5b766fc483dc25f4e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">573749</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aaMZ3fcfLv4tEbmY7bjRM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isaiah Rashad</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3220">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Love Doctors</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ec3e4be6534e8ce92a9a7aaf09e91822666a89f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4A5EoItcufcKTHW7mwpFjL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N8600074d216f4fd9a5daca641a14d2f8">
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/genres"/>
+    <rdf:rest rdf:nodeID="Ncf92368a4b564c0fb3f100acf011ec69"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5737">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s6jfoULwygDLQ1nCarTSG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Sutton</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6778">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NmYchKQ8JIR9QHYJA0FRe</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'death metal', 'groove metal', 'hard rock', 'metal', 'old school thrash', 'progressive metal', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Overkill</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb3d3f098c6882bcc32925ccdd16b56e314e94f5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251596</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7808">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79kOOyVKcrCOKDnzcDHsia</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norman Brown</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b5ce0159eedb99a9795ce08478b00996311bc7c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51557</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/485">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FOWNUFHPnMy0vOw1siGqi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'trap soul', 'underground hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Belly</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163956</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72f80f3c4f71b3054c5bbfe2f18fe00237b11d02</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8131">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96326</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7w0qj2HiAPIeUcoPogvOZ6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachael Yamagata</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f00f839a6c8efbee11ed7d61067724dab5e832a3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3625">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/604eb615a6384f11ee43d020ae33aa3d2aafe7ba</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flaming Ember</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MUVyyvIuoljgT4cDIhjLa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9399">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/588a07548bc91a664fafbaa04c1936a4759f5bcf</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">408320</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'boy band', 'bubblegum dance', 'dance pop', 'europop', 'pop rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6X9aYHnQ75YI8o08aoa0iS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boyzone</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10218">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'jam band', 'jamgrass', 'jazz violin', 'old-time', 'progressive bluegrass']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f40ac9b93c029e39ddebd38c05880180a1b9d41</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33257</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Grisman</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5udgy2xk333j33hKnwDz8O</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6554">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CEFCo8288kQU7mJi25s6E</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hollywood Undead</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1459337</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/294d4438b4922282f6bbb65419ee4d89922200fb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'pop punk', 'post-grunge', 'rap metal', 'rap rock', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3068">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yldKMMHBmkF34OYjzMPS5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">McGuinn, Clark &amp; Hillman</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d4190ef52a05c86989cb1f1c912c430fd2e9085</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">965</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1793">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Marx</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">458935</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d07dae7bb96e90abcc9d07532487abdf6a27b8a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0grdhNhiRLFBaFVyybqsj6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3662">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KeTziLAcJFEnbhfIMRh5w</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dee Dee Warwick</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/080324c5229c4a6240fc716d098f9711dc82a6f2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4341</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4892">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Levert</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290549</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0G7OYsWptjRzVFT1AxP8TS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd705640f976ccefee0cf9c4d0d158bb4dfc254a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4720">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultra Nate</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep house', 'disco house', 'diva house', 'hip house', 'tribal house', 'vocal house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84f5a7ebd708e0d531e07f21c1b5172e851eba16</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cK2Abwkni7m51wJCSGllN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep house</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20952</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10822">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ae8008be49cf02b1a004b953b245b5ad56843cf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'free jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz trumpet', 'soul jazz', 'vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38C3okxv3fyyOIQUVPCdGX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67889</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Morgan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8061">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cavo</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard alternative</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31656</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7daef9e1baede576fcc4df7ada2ce5333cd20cb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard alternative', 'post-grunge']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7a06JYLmZG3txQqr9uzvbg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/990">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aBkeBhwadnWMWoVJ2CxJC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439506</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob Thomas</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a366803a05bcbefe4cae6a271cf5b091c8552d8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7271">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nightwish</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['finnish metal', 'gothic metal', 'gothic symphonic metal', 'power metal', 'progressive metal', 'symphonic metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b898e9dae37774273b0cd7924517db8c491f0ab2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NPduAUeLVsfIauhRwuft1</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1101917</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">finnish metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9613">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road', 'country rock', 'outlaw country', 'redneck', 'southern rock', 'traditional country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Confederate Railroad</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/648bfa41a4f54dc59757a3924a26d2477de48012</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YPIe9qIMa99O0a0OW47Be</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164046</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1523">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LFO</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c1e29fde8f0bc073fbfcb60565998e89d22c5ec</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22689</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FizW0swe8ODtXvEOHXbHX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9027">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'instrumental funk', 'jam band', 'jazz funk', 'jazz fusion', 'jazz organ', 'jazz trio']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69041</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Medeski, Martin &amp; Wood</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98e91dffa4205b0f72bd641d1badd2be4d0e9f9b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Hg4SUNDuIn8xIidz9GxFw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8822">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e2be495752db3c6620bdb06600939be0b5f82e9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13537</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Rd3kr9QoBdHGjD1Hk0tkj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cowboy Troy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country rap', 'country road', 'redneck']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2185">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2613211</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f123bb26564d8a4cc63bc396a094cc4a74dc782</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27T030eWyCQRmDyuvr1kxY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'german hard rock', 'german metal', 'german rock', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scorpions</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9207">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caisheng Bo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gmLSFO8qNOVLiTaSvQxHQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfa9ccb3e8ae5e4e535391821d5c43ec6fe26d32</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10265">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5K0rbdBrs2tNXe5LeWMATT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173495</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bootsy Collins</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'p funk', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2103311f1aedbaa1c8c9514d79c45f4c3ddbca96</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1402">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LXeJdQVcFkhkWydphLI74</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liz Phair</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d37f28d5d30fc7f9c489dcc3bf4392a80b63db45</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'candy pop', 'folk', 'folk-pop', 'indie rock', 'lilith', 'new wave pop', 'permanent wave', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73712</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4349">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2941fcdfe105481fb3347fe5585dacf7b2319bb9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BuyNtIXCdb4fHesOdR3io</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Thompson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103629</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6376">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108373</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe1ad7a840450b29f088595332624e4640bc1fb2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'pop emo', 'pop punk', 'uk pop punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IXtskFMls8KXRipcIJT9y</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AS IT IS</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8776">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3831a35623839fb957e60600a902a06357b26ea</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hKXTmrq3ZppBx881yBbOr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67734</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Gahan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4630">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J-Shin (Featuring LaTocha Scott of Xscape)</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">297</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13UwRaADQI0yTqjPBDkk6d</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2119">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ihLzUpuNecU5VBkvOUDNq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damn Yankees</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209062</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9517063851699faac6ea623b91ad2b9fb4a5ad03</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6687">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v4jPZO3UIDNJIgdxRxtr9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184156</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0085635d49cdff6a39f6cb7957b58b9d0eeb5cd9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'neo mellow', 'pop rock', 'reggae rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dispatch</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5930">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fv6GA2FEaH0u23PS66uFK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e42e1f682eae6f96427d6dc04cc42133172f6d9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Clan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6869">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AmgGrYHXqgbmZ2yKoIVzO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337323</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warpaint</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'chamber pop', 'chillwave', 'dance-punk', 'dream pop', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'la indie', 'modern rock', 'new rave', 'nu gaze', 'trip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf1dcdf0e01e0c4043e0aaf1fbf0f38c345850f4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5728">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/112aeb376e66442f02d8b6f0690a91cee4f07fe8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'northern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uA0g2bLN2rIGZDkx671Ig</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donnie Elbert</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4486</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3954">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb56e25028293eb173bbe10f9a79b1a80fdfbcda</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">590</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tFw9eTcsOG0OLT3dwsLXt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny and the Darleans</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8969">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VOQX0sezyQ23LmfJNIcDX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f2a5662dea14c697112f33f6bbff547ce57d7b2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amici forever</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8595</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5875">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Greenberg</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xiHjRF2hR4qz2K37X5Yiw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5445">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karen Young</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">992</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vOSs0LEPDM2iCBK99VJzX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d992d757cce232a6904e9edf3eccddd5a28faa8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6229">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cnEjAX0LOcTYlk4gebyEo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Shafto</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3225">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3d900a7d8476709272b4ac1e9793f4d6c3d533a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7164</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i64fKwsnTQsPqbov8mZUh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. Buzzard's Original Savannah Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3636">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Gang</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137048</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7accd8373ed5f6b920ef11d6c1609761cc8ac60</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hfOHpGMsi8O3DA0ROLGqF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'southern rock', 'symphonic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1228">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'post-teen pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessica Simpson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tFN9ubMXEhdAQvdQxcsma</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">641206</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82af2788a1423143a5edd5ec1c3301df85717590</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8232">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6de37ae42bccff4fef507c0517eaf06c66c8bc54</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sounds</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metropopolis</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metropopolis', 'swedish alternative rock', 'swedish indie rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105395</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0W2XAE5AnBWqcGNhfupEOU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4525">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e52Ytzjj1q71DUj2cSlch</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Connor</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/577f1aa895949ad94f029dd3355beaa73d039f79</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256464</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1845">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/965060777aeacb43659097cddc16b741785a508f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracy Chapman</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">839154</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oPgCQqMMXEXrNau5vxYZP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10042">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9746647b2a5a41fd3027de7edc7fd5032ac33cdd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cyberpunk', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15010</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sigue Sigue Sputnik</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GKVXdXGEOPzpilArcqBun</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cyberpunk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2866">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The J. Geils Band</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'mellow gold', 'new wave pop', 'power pop', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">318008</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69Mj3u4FTUrpyeGNSIaU6F</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/314a7c90c1d6fc4b33adb2da62e05a48a1767a14</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1486">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Khia</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9548b9f49969eb03b8e1cc4e95f37ff96d9e9c21</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'trap queen']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88953</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q7isf09BuwXLyR2khBs60</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11102">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Roc</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CamMyNen2XC3VJbREeXMr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba1fef5733e15824289f10dcc77772b6545356fc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10343">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bc4c78892c7e0b89efd9c9af262d9a7b05c7ded</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swiss rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swiss rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">444</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Admiral James T.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aHXF8O2WNeqZNyLO13pte</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5872">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'exotica', 'lounge', 'vintage italian soundtrack']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Piero Umiliani</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sD7Cf3SaTVcrg81GQi1Xk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14289</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae6a50a9dd32105aa92685fe365813e62da397a0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8140">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e142cfa0a151fc9b0113aaa602b2af6295efa80a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eO95BjZhrWHREMfwC4vVN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Girls</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'chillwave', 'freak folk', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'lo-fi', 'modern rock', 'noise pop', 'nu gaze']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86756</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1668">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f52d18aa9a237241e7bdc5deee40e45c156e54e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80551</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ynvmGwc83ZoRx2EIWHXLX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beatnuts</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'turntablism']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/486">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12941844</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5c098af718b187525fb2f78527ebf89ea1b0466</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro house</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Walker</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vk5e3vY1uw9plTHJAMwjN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2203">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0h9smro0z3HqUbD94jotU8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">510160</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smokey Robinson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60683dee3e26a764667ca7543c6ba557961524c7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/676">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PLyAykPbTPfncYaH2hxdP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buck 22</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf56df84d0019dcec1de727bdf1f81f44977cc67</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9112">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfb19c97b0a36b2d4e23202a5b57525a9a4d7d27</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['paracana']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">420</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yRMmVyjP0HNh8vB3Ia1ON</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">paracana</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bering Strait</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9728">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85b62aa0655f02c8c5a78865d010c331075d9343</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1126</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TXK10MEUmsJGH4lMosMiT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3231">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1510</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Gross</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u2E9OhKS2vkxi08itc25a</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05feaec86ba174228b3c45eba1a748f27b75a99e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9908">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5255</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['athens indie', 'jangle pop', 'power pop', 'roots rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">athens indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guadalcanal Diary</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BZzsIaJrwVhoY4oNnAGjr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d53cb19033baad8bf7a2f0a9623ecea087d1cd8a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8936">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lovehammers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">857</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sidXrUOpoWeMD8Ny2yI4e</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/445ab474bffc2831ebe2fe5997893dc3f7d7cb4b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/430">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">759h9uEwoHm8KKq1pGI9RH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2854</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ce68ab552701e1eae03f03ac29143449223b363</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Opetaia Foa'i</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3418">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c51e876ce26d2528d0dda7f8ede724ec8413c543</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Orlando</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22026</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PNZ6ZfwWLiUA2BrranFl3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9961">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19c42548111bfd0929e991e6bf9ac64f3f9ae372</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Red Road Ensemble</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yoblUqh8J5DKsVTINg9nd</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7706">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dayshell</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4513c6177e7ad63ece53b584517977b1986970e4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'nu-metalcore', 'post-screamo', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yextvMjXxQXzyQkyS1jYX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28161</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3972">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f761093405fc2da4a4c433264374ff0a35e19a83</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14313</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57WXdjUf5Vlq3klNZegeTP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Count Five</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10992">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b514ba7abebd428d80292197ffbd69672980e67e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NkpmkcWNxbWydBaETRfqT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12679</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Gontier</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3276">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f895d7cd82d068a7abf3d554577dc42a79853be7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gi3jmwpUpNWdswT8eEprF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">355511</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conway Twitty</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7834">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61637</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ynRYAGjyPDE8unsFqi6MH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/152d9abf16dc0de773d29537ab4526722e9f8c42</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jekalyn Carr</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/907">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270449</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbb6f75071be8d348f1b65426000305a3e0dc24c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AeC9AuzqGc3IXMC2T5xny</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zakk Wylde</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/797">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sgFRtyBnxXD5ESfmbK4dl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d75f5222d8a92d5e12419ae3e5238261f943df6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3198119</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LMFAO</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6422">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2b758b9d57f4a2aad3558873633f4827b589a1e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OTr0YwLwGdv7mlmX27hRX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33636</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical cello</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheku Kanneh-Mason</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical cello']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9711">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5d8bc9e00e4f24b2776482d4df0980bdb2fe472</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20458</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Tzu45aHnn0Xz4msfhHRW1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian disco</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gazebo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/243">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/646fba36b604f30e0c59f9d1043ee0b105ccd5e0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Timberlake</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31TPClRtHm23RisEBtV3X7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8214038</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3575">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XawOhZ28ajmIWwPpRJuDA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3effe44b33e1e372c7f759b8cb99dca86211cd53</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2603</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Poppy Family</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic canadian rock', 'psychedelic folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2024">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cNCyL3WSlAatld5duatyD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/974e9c159190f26ca11359b843d2d263eb4b5f55</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rahsaan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9452">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Ren</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'west coast rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99ac7332ccca59802ce51d9b1016a1ddc9098474</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183959</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fbyGOEjViyE97W58eGEgU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5786">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Oty2fHJ2Rxddh9trZEOJh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1792</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/175190fbfe45b21fb234b6b8b6b17061b58267bc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C.C.S.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4859">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73CmW7Heo8CxnYXydAs6qc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15969</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38ad7a4b00dfd02ae37e4a436dc39745293d3392</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathy Troccoli</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5894">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['traditional rockabilly']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">traditional rockabilly</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dorsey Burnette</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IKhazN1C82QWCD2Oqwf3v</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f0d51c9565152c70a84da13ef866b1b661fb06d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">644</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4002">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8081cbfc309c728c95ee1443fa2b3a902925475c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1315</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HrnWNplSXSbwjlRdcDQkB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Christie</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7332">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27c7a56d05e5e811ededeaaecdca6cd68f9e07f4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6o9xKW19ss2V0uDi8TeokR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Invisible Singer</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6193">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Novas</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TOybZZvFgVCTPsTAghY6I</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11150">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jodie Brooke Wilson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c78f74d8c11754ff86d8cf351dee20628118d103</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rPdCPNOtXlaQa2RXn4d9m</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6022">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'freakbeat']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2y2vaJMlqKJEAW84HUf98H</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Colony Six</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1211</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1b8a4b35d627350ea8ef009c11df5e7a6454408</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2724">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a4d97abd4178fbf482d43279bebfaa81580f89e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">330172</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cameo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545idYhdloaSlLGBY8E9u2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'new jack swing', 'popping', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3301">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17kU4eEW33U7UfY8JIOsBi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">910</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df6d868ec65768fd39040a49750b91dbc87e627e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fantastic Four</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7295">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u2R8st1bb6zfBqNWceRXG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90250</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7857c61aec36e7dc877621039003a7df22d9b50a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MOD SUN</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'minnesota hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9503">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tEASD9k6JNU7W4mdg2wtF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['west coast rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">west coast rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c85548575aa356d3e2054030f9c058d8181fca3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Pooh</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2862</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6448">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/955caa7a0b980302eed07d115892b48e1f766a06</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doom metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleep</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134264</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Mt6w4tDGiPgV5q6JWPlrI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doom metal', 'drone metal', 'post-metal', 'psychedelic doom', 'sludge metal', 'space rock', 'stoner metal', 'stoner rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1465">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'canadian rock', 'nu metal', 'pop rock', 'post-grunge', 'wrestling']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Our Lady Peace</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/859132f5bfaf673e0ac5df1acb2132b27c272fb3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196940</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lqW59DUEKqvcHc8mVWBtH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5774">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23FYYNa8Uy5MFu0RDqu1db</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e41bcbdbe45aebb65be79993e25448a7c9c481a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Odds &amp; Ends</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5402">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1791</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74eb8b456816e78e88878b92695ee4d92b7df886</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GwmVzHGRXHdpu06mhb6Lt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rockets</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5366">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Francisco Centeno</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1q4BiN8Ue8I3euUcH2lHYe</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3434">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RnBFZRiMLRyZy0AzzTg2C</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Run The Jewels</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">569518</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/937ef6648b5009a1b555da269bff39d37fc50024</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7450">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenny Cooper</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'country road', 'redneck']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GhUchfx0YFPsDaXZRJp8v</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/750cc0770533650e5c9b7270427f2e5270a02785</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99517</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3745">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'motown']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Foundations</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36163</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GITZM5LCR2KcdlgEOrNLD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce2983f787c2a6356d70995f630b7e266892257f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1825">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JWpzwcWgItQFHLRJ1fRKr</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alfonzo Hunter</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8256</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e442366d3f5c0e8de3eb05343605097b9ac69bc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4014">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MAzauDIpGIacm1p6x2zQe</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">457</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3854377d31b7b59c5a715a872974f189b0fc2c8d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deon Jackson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5698">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2350</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">moog</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/779ff6da4d6bbd26ba6e600d34d70ea1e89dbc6b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['moog']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vaRrv3i7PDOXPEue24qe5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Butter</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8892">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16945</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'pop emo', 'pop punk', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eJxobq5MS9zYVjiZs5bi0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Change of Pace</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/997d96759f86a82b7243ea7d148faa7b75d680a4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1414">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ginuwine</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8bc9979554744c06b3c62b7e94b82cd9303ec81</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1327361</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r8RF1tN2A4CiGEplkp1oP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1913">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22p5npx84cXYat7kgGocRZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22138</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be4ba1072bc5bba60c85dda2eac66813811f2a11</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fun Factory</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3750">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4776</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iBpJEBrSFXCtPOc5OUZiY</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53d82b1783877a113454f58e827b0187b6169aa0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ed Ames</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3468">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2550</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hurricane Smith</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RJ0iPw6LNjlxmbUiB3cfc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb24a42adca365e9a09391aa5245eb498076d55e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6948">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268081</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'groove metal', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23a7e3609cdb3d6aebd2b6bd2c5dfc6aa7e1e6cf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5274obTQJjzjyycRyJlfml</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whitechapel</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6423">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29489</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/843119bca6420580a2185e2b551317b356a813ef</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PU8GCUJdAoWyWM9aL3bJI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'nu metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burn The Priest</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10232">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22769</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">063wYkWkHrq5L5YWdrqjEt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be636c492d5c112b89e8abe78e92f680ade55282</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Victor Lou</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/344">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">951812</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Nas X</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jVv8c5Fj3E9VhNjxT4snq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12d5ab979779aa41e697ce823328d527e643e4cf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6082">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Starcher</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4n2kb5iYdGkbWDRrObBbjZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/776ae77d4c8704e6bc145bceeb42886368c58b4b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7473">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Micky &amp; The Motorcars</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AOnWmJMO4J13SlaNq5Zj9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9914b8f9e32a536c12bfea3373d58af31a17e2fe</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19452</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2078">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152431</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1ec283d355b9d165fdff2a2fdda1549e3c41cd8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raven-Symoné</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kUQJlewgd3UFKVYrrmILh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8292">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'experimental rock', 'freak folk', 'garage psych', 'indie punk', 'indie rock', 'lo-fi', 'noise pop', 'noise rock', 'nu gaze']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33747</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">No Age</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1f4de07aeae1e526c5999cdc92aaeb4e92ba458</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72acCeElLYGL9nBHcZzX1h</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7151">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/622748dad61a15a52590716eda364756c8473023</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152837</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YSA4byX5AL1zoTsSTlB03</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Turnpike Troubadours</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/182">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anne-Marie</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0668ad650a90a91a6784f46e6f17c5d77b97c48b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zNqDE7qDGCsyzJwohVaoX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4324908</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/997">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'girl group', 'hip pop', 'pop', 'pop rap', 'post-teen pop', 'r&amp;b', 'uk pop', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2909019</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wPhSqRtPu1UhRCDX5yaDJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/060a9902405c45a56a9544413c47e6928c3da262</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pussycat Dolls</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6038">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uNpV18izVIP7DNusoWbT5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'northern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Hebb</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccdb2317c5accc3deb87b364decfcd8693e92846</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13724</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7214">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27834</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'indie folk', 'omaha indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1H8myCcRyST1S5CcXNHiYM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bfc684121f57180f9922a5cd40d5be4663383e9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desaparecidos</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2500">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102786</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Hill</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rOhfAsK4uxq9OdREiQRKa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3eda3a24428ce47643c27f3018079db84056ea34</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4032">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1353</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Googie Rene</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41gR7Ifqu8QRnoTHc0QUwq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0e867f442ccd4ebe94033efec13d3a774064bdf</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6821">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196631</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'brooklyn indie', 'chillwave', 'dance-punk', 'electropop', 'escape room', 'experimental pop', 'folk-pop', 'garage rock', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'modern rock', 'new rave', 'noise pop', 'shimmer pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f2b49a07820511e7a0506db80946727c0356143</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59pWgeY26Q6yJy37QvJflh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleigh Bells</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/117">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City Girls</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37hAfseJWi0G3Scife12Il</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b606291882c6e761da8369913ff02c48e59ebbc7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">451051</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'trap queen']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8659">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folktronica', 'freak folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Department Of Eagles</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folktronica</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0d2BmAcZ7p8vrtBPY48WMW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8f078b083651e5fcb5c587c84cc93558be473d8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31714</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10768">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fAg4jVV9zANHej0mzaMG6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'operatic pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mireille Mathieu</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39306</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18363744986f9b541ce0cd14c12ea1d514d689e7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6416">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british singer-songwriter', 'chamber pop', 'fingerstyle', 'folk-pop', 'indie folk', 'neo mellow', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ec49cdc5e055089b05e7202bfd52cdf7ab63fcf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1595212</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british singer-songwriter</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Howard</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5schNIzWdI9gJ1QRK8SBnc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2783">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'dance rock', 'mellow gold', 'new wave pop', 'power pop', 'soft rock', 'zolo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zfhej6FnVXN9LIXs6dcoK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85f3fba703e72aadb32a577b019765fdf068a564</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35228</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tubes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10759">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91818</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a59b477875a9c8d3956cd514e2829b9b95248849</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Tw1ktF4xMmzaLLbe98I2z</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Belafonte</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'calypso', 'lounge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/968">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0N0d3kjwdY2h7UVuTdJGfp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310521</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cab03bbdf40faf6c264174d99208c8308062e229</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cascada</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'eurodance', 'europop', 'german techno', 'melbourne bounce international']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8862">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef1ee3d1a36abb41d09a8abf636125be56e4dfc9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lady Sovereign</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36ikBJX6oQWWlgrXCock30</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35171</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2601">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2189</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wax</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5c80065624e2aa387f8254f91cf0d0db12de832</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EQn1KgYQxe0bcheogqRTB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2069">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0c89A3W3VFXsBfym1H58Ot</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Way</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/261">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Famous Dex</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'drill', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1631636</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WOxhx4hikIsyF3CRPLC8W</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b392143c6e1db51cbb999e66dbadc916d381dd8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4823">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alison Krauss &amp; Union Station</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'folk', 'progressive bluegrass']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105553</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OTnx2X2FDXeewcm72lavT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a03e3a6d54734c074359147022bd62b01490c06</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1280">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b0147626daf81e68cceacabcdd3ee53d4f2460d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1028004</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P.O.D.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KO6G41BBLTDNYOLefWTMU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9853">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JqSrCA1nMOfF64BTkICoB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5109e13900ca07351a381fbcd51caf033be03e6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Decibel Brothers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11437">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50bc4829991d92f797030e15b4b9925999764e19</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sidekicks</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yxlaVJyWZLGmpnhE8i4Ip</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/71">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7x8nK0m0cP2ksQf0mjWdPS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/579d55c439738a618c53861cfd3504666866db02</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1904205</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dierks Bentley</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6292">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moneybagg Yo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tJoFztHeIJkJWMrx0td2f</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4310cff807dc0bd66a1753c366c02c1eeb4c64ba</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">928914</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10367">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0f7a30e0c4bcd59199286ce09b3cbcb22272a5c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Synergy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1171</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WRwi8L6hisZiL8v9I0alh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6535">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545108</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noel Gallagher's High Flying Birds</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sjttK1WcZeyLPn3IsQ62L</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/790c943f079829a0d2223391120b56445216a33c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'garage rock', 'indie rock', 'modern rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5629">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oscar Brown, Jr.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tlPDFGdI3IwmwpGgW0Aza</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a39eb964caa457a76611386b8013519ea4bad4da</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6056</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7993">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark wave', 'ethereal wave', 'medieval folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sq7prp0tj9Abn89khmfja</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dead Can Dance</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198549</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bd7ed778e1ccf831a346de9fb5678f305ac647b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark wave</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/135">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369335</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maren Morris</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3102d2ca428bcc5c098aeda664b116e4846afe5e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WY7D3jk8zTrHtmkqqo5GI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3845">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LufpoVlIYKQCu9Gjpk8B7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd0f5585d478bbb91cff3e0b723ed91c6d2046d7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'classic soul', 'funk', 'neo soul', 'retro soul', 'soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171673</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sharon Jones &amp; The Dap-Kings</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5008">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack smooth</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VdS3WDJXv5ldtsO9gU5aW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack smooth']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6c730236c517748183eb0584900e0411704a5b5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Special Generation</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1497</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10010">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11478</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Steven</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Pmlf0hZYXcoDSuaNrw23E</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock', 'roots rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33e66429bb0c515430396d24956e0178e8d5d6d9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1463">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Brown</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d381fcf203f0e83fbcfd5ce485dc9edbe593196</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62sPt3fswraiEPnKQpAbdE</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'funk', 'hip hop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">478000</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9852">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3N1B1g6JtIgd6ClRkzD4yT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102537</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'metal', 'neo classical metal', 'power metal', 'progressive metal', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f57e7649adbb82aa2f4b2cc7bf6690ccc6c4f23</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Savatage</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1091">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hqDqHtBlgxXpLXVYf7c8L</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashlee Simpson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">460276</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rock', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ece1104250b6a3cde1f8bec1bcfc1d7656821d1b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10407">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2112</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">026cfb1v6XifVe4poTRAoe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93aba0b5f33cc4469dfabc4896530ea23054a366</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Top Of The Poppers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1682">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CSW4YWldpNnpaqYJJXSto</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Witchdoctor</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4841</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b90e6c535f782604d40446272a286e5b1e6409ee</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/351">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/093b23f613441e9b90070939795f3109386edbb4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">738wLrAtLtCtFOLvQBXOXp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5603128</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Major Lazer</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electro house', 'moombahton', 'pop', 'tropical house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1192">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4USNIVeRwXIAdbVSTqelbh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57cbafd7ba8ed411001e7f5570fc80090805891a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44121</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jibbs</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2731">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194000</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b9bbdfad44056ca22ebd9cbbe1cd74fc7997d8a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'electro', 'funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KMLfCXYb3Dhf1hLpu8cVd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midnight Star</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10124">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'jazz', 'jazz saxophone', 'new orleans jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a65739f6e84ce6a5bfafac9bd2da46e92ec2e7eb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Branford Marsalis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34185</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gPY6jETlC02stpXOUmSBH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2247">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8408fa5179901b67f150725f8e05e16cf7bf0779</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">670385</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HL4id2U7FSDJtfKQHMgQx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cinderella</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5647">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Hampshire</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qCiEgzCkpHCpM67VfkbqG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1568">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'new jack swing', 'pop', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1513551</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boyz II Men</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8b0d67be35852171d04d7309c2cfe1992a8a4eb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6O74knDqdv3XaWtkII7Xjp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3277">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dramatics</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/579b6c55a42d6554b74dc389c699b08b3af671c7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'memphis soul', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2W8UTum7bU7ue6m0r14H97</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165289</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1253">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cd5d836dfa22c83cde6e0c6e8e5fc3c760c05dd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FZBzAqTsS12zKdb9Gr2uz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlay</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4245">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24afb65472022a0a0425c84e319ab3b14b805c27</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ya Boy Karaoke</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WcNdwlpLe8qjRbjx8ouNW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/895">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chrisette Michele</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314225</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0819c6de52ac8e84ce91191c3a1614791065a1ff</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YJMzGjAm245zwJooY7PEj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'neo soul', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/414">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1702</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3e2jFFSyQ3RQDSi1YI543i</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spooks</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7679">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'australian dance', 'australian electropop', 'chillwave', 'dance-punk', 'electronic', 'electronic rock', 'electropop', 'filter house', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'neo-synthpop', 'new rave', 'nu disco', 'nu gaze', 'shimmer pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EENT7N7rCBwrddM3s0vFS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cut Copy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239495</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d86f1d81a82bc926ace908cacb6fd37d338e4100</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3501">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/775f9134b3f1cf04551b7a666eb811b796f2ca8c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RTzAwFprBqiskp550eSJX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Nilsson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brill building pop', 'classic rock', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181594</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1018">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">641514</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7352aRY2mqSxBZwzUb6LmA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bow Wow</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f67a804bc8323d2b5bf616926561a072649f15e4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8400">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5447</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackson Browne &amp; David Lindley</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cb37d22c121cad9ad60125f167bf40551f60a55</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qxIst7kJUeN5Ie6I2wlKn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9516">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Whelan</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'irish contemporary classical']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bdfb2639f223b37bfcb44bf706efc2507c1e22c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7I45cJlgpJa5SLVWqocmjb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2416</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9064">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9511</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26941ff0cbf091e57c373d2a43d6fff6433b6fb3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'skate punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Autopilot Off</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wjKPzpc5xkAuPxaSXaUXJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3413">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LnUnKJnfezw19rfp8hSxi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/260690b622b2e6699154b1c0d0a4868d20095792</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ripple</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1105</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9311">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b502b070a2958418f6731657b2bc9eb83db37ce3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orchestra dell'Accademia Nazionale di Santa Cecilia</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'opera', 'orchestra']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2903</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Mi20SSCqDqjMRsJXHD72f</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5142">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c62b6e4e4a87f08e0249090813d17fab7d5ff81</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ric Ocasek</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iTrwmoisuv7HbdY5tTVUt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5649</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5394">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5933eb0060b546f3ed10f44daf80a8157329d301</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54794</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'art rock', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'heartland rock', 'jangle pop', 'mellow gold', 'power pop', 'pub rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Lowe</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BqaUtuQmqIHg7B5Bc7fP7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3251">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QoYcmEu5DiUAmmsFYNYBG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron Albert</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1198">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'lovers rock', 'modern reggae', 'old school dancehall', 'reggae', 'reggae fusion', 'roots reggae']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3dddc070b9e7ef9992fb641a3af070436ede985</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20997</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qPUDOVD0aYR2lmCilnscs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior Reid</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1181">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Scrappy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'wrestling']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5einkgXXrjhfYCyac1FANB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369447</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/722a084be153a03ca1bfb0c1e7c83bd4d37db156</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1052">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rehab</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136145</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap rock', 'redneck']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf18da12e9b69be61dbaee3d3d366b8597411af3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qh1aHXy7LRcb7eyriuJTS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10785">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3732</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eKCPGIfkLJDtPS0FI47Ob</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11fd825c9f326588dfc6d6592fdd173c7a77f596</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julie Driscoll, Brian Auger &amp; The Trinity</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11019">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e07d541e8711df000ed839ba07df79e928182218</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaliyah</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hKiTt4r7T02UqnQxXozQI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2041">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kiki Dee</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dfb63d886315b67545b17cf4216908b714b092f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vjGlQWexbru6aOUCLTVir</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7454</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2823">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marvin Gaye</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3koiLjNrgRTNbOwViDipeA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf79bd3e5c787e2ec152eeb1ea5538b0d4cf1434</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'northern soul', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2942358</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/846">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HvYwEbfOUhm2F4g9nH0vP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">380</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Galaxy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1749">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27183</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooklyn Bounce</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb4ea43cc7a0523c91e9dbe12582c14fd2063598</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vdgAccr11YvDg9pEj6gOZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubble trance', 'eurodance', 'german techno', 'hamburg electronic', 'hands up']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubble trance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6911">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01a5a3d205cf4fc556b16660ce0355e9a1e29fde</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203531</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blind Pilot</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'new americana', 'portland indie', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qiGjRyN7TJ1GA2nXF68Hi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9638">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'west coast rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a3569a229c88d518cbb2589de341c61610f9599</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Da Lench Mob</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JjJcNso0ZqXL0zC6DOWKh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40581</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4279">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gPo4GYra6HG4nBHD1D3c5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6465</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33f5667963d7427a961cc8a531359332595b11bc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zach Sobiech</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3579">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Baldry</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">226</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23a7RRnIpe5rS97rEU0MzC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b62eb066f66910e326dd0e93ccc09e2073a81f4e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7820">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'folk-pop', 'indie pop', 'modern rock', 'permanent wave', 'piano rock', 'pop rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Folds Five</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44gRHbEm4Uqa0ykW0rDTNk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154815</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92a8fbbe68b87001e1d096a4b1b7d1a29fdd364d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7355">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8acce31bc909dab975fb9290fe4707307c41a017</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108196</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'soul flow', 'southern hip hop', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wUmdemiR9Dxw8A2el365A</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stalley</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1361">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HLOP0AdsaWe5Pt5TNueGC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f1a07cf93c6a1415488b3286378da3f274bc68a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240794</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terri Clark</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian contemporary country', 'canadian country', 'contemporary country', 'country', 'country dawn', 'country road']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3566">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22158</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WtWmLPWn1imbcisSfmBvy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ray Conniff Singers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/640671ee2b44a1f659d3e3536160d01f69243d45</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9725">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Collie</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16115</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ff2540d00d3d33bdf28196d82c1c5fa92070915</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kMOabD0AtCGJB632jMilU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6435">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'australian metalcore', 'melodic metalcore', 'metalcore', 'nu metal', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parkway Drive</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af3828f865751cbdd21d261d11978a0ca778a22f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159qqlGwzE04xyqpfAwRLo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">610179</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10754">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cad97c2332e903f683fc44b4832611e5d6ab1f5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Masked Marauders</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38Vq9kCbOTdWShA6rU5IrH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1990">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76371</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afropop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77zlytAFjPFjUKda8TNIDY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afropop', 'mande pop', 'mbalax', 'world']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Youssou N'Dour</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a75eb5ffcccfc0e4e15cb7caf4d55f52b12631fd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6852">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BANKS</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'dance pop', 'electropop', 'indie poptimism', 'indie r&amp;b', 'indietronica', 'pop', 'tropical house', 'uk pop', 'vapor soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xe8IXgCTpwHE3eA9hTs4n</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">812996</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18b753a034aae665dfd164c8ee8e8e81ba5f5e47</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6702">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251415</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slowdive</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72X6FHxaShda0XeQw3vbeF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'chamber pop', 'dream pop', 'indie pop', 'indie rock', 'modern rock', 'new wave', 'noise pop', 'nu gaze', 'reading indie', 'shoegaze', 'slow core']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d414dfb875ea4ed384f84b0169ddb134f8d3b36</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3820">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'modern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/521526722bef81cd29a2dcba642c087fdec1bb3e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2q3GG88dVwuQPF4FmySr9I</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Score</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337028</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2046">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uZRjholJ0fVC2J9EvnYnj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meshell Ndegeocello</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90919</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/924306f09cfa5a4ca4a3357eda9b79b329d46588</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4939">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pZvHlvLV5er0s4rfQ6m5A</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb24c2f58c81ed83af9ea47bf759e3c91378403a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A.L.T. And The Lost Civilization</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8246">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e972ee83fca2c24460a8f1b04efec7e44c9fd1e3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46CuxapoPjUfIOiXdNq7qM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146382</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oh Land</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'metropopolis']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8072">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242197</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Weller</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Lf3LOZp3U3u2f6cWMd3AH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d253c5304e61ea164a4558243024a6762c4ca41</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6366">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blood Orange</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'art pop', 'chillwave', 'electropop', 'escape room', 'indie pop', 'indie r&amp;b', 'indietronica', 'metropopolis']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LEeAFiJF8OuPx747e1wxR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">384776</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b28cc2c93be5abb0765e30df21dd2c44446292bb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1473">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122213</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic', 'progressive trance', 'trance']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffd7d612b8a313078af3b8247ee806c10ff728a4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MO2kbaGGA2a8kL4c9qqHq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Oakenfold</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3263">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'roots reggae', 'ska']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wailers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7929ce6c9c02845c63bbdfcfafdcf0a99864260</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uSKeCyQEhvPC2NODgiqFE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268302</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7381">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143891</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stars</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'shimmer pop', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a19093be74b778f1cfb58052e6559b047a6b591</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EO56JK4txid1Pss9GVbOL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6526">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KP6TWI40m7p3QBTU6u2xo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BØRNS</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie pop', 'indie poptimism', 'modern rock', 'pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1581dd782c16fb2b56b4b7397549fa98eea91b07</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">689470</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6485">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20vuBdFblWUo2FCOvUzusB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a573e8712f38125964fcab9460a000a668a382b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170881</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'dance rock', 'permanent wave']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Byrne</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8096">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58918</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bleeding Through</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'groove metal', 'melodic metalcore', 'metalcore', 'nu metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41btkKEfOGIHsd7WNahMCi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbba4d58dfaf14415548a15f9a10ab3c8744cad0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3561">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'punk blues']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qS285ZlnF9bZsDL92XAiv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">726</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b24a6db39723660b5fd34dd1f22c0691bfa8e77</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Paybacks</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1173">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1267482</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'cyberpunk', 'electronic rock', 'industrial', 'industrial metal', 'industrial rock', 'modern rock', 'nu metal', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nine Inch Nails</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X380XXQSNBYuleKzav5UO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/959969ce11b5b44c45e0061473cf0f19215fdf53</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3981">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7f909d21ef4bbbca6ff4820566d2649d9ca8b52</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Surfaris</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gZVflqhSHhG3MjYrf1dOv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17904</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4083">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86a21cdcce1761187cd8ec19916d8222389971c3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350066</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie Gibbs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Y4inQK6OespitzD6ijMwb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2199">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49969</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VDurPMbOKrNU8mcMP4X1P</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5b575d7d570111d947eac7724b3544717f575ea</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jermaine Jackson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1612">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gabry Ponte</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ENS85nZShljwNgg4wFD7D</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'italo dance']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190850</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2173d40f53499d48ede30df030d9ddf5557ae8fb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11010">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fMoLS93nKWG1pXcVR4SzA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce8b8cd0ee788ef5cd7c544cc89857b1f8f3ad01</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goast</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5471">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165010</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IOvhXyk5edbA2DVaeP9Up</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern blues rock', 'modern hard rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern blues rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c6c79bf742e38997744289b15286f58f4879d35</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dorothy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5802">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed5ae4e85520550fcaee659ce700093a1da91e45</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hUyd9GtnzL8NysCiaxCcv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3247</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Mink</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8459">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7656</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1znlOXPazXVYQkl8LWxkiF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Movie Soundtrack All Stars</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54469da72ddadb72511c6b9d8b29650929f71ed7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4061">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BaNY6pGJBy75o8d1AReIu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Animals</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7763">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wild Feathers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25615</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new americana</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YENCIQVzziCFdoVWc26Bn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new americana', 'new americana']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/354e9d2ba1168f8709a57be66be38386488be9da</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10106">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unknown Orchestra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sso2MaBpFy2RvDPWsFsYg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ea3fef4bbd190640a1ce81e7fef332e5e7a5697</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10283">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Rankin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['audiophile vocal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">audiophile vocal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1x82CGsqYeEgaL2ZrW7Khm</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12502</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/895302f2023baa7e2a866cc5d95535b71b26e2ab</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/439">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116180</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06a7201a46686bbe514d694eb8069a90f28ac516</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie electro-pop', 'indie poptimism', 'la pop', 'modern rock', 'pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xEFii6utZmQ61kX59HmLH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FRENSHIP</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9976">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51f6073321681d71970c8011ee185fa29c4ae949</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6762</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EQBeHXKVF2u0riklyhpxe</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frehley's Comet</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3599">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rFi4jPBgt63Z1JXcLE9QX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daddy Dewdrop</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/764a09a725a3290f8f27d4d8ec64a880428da4cd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7257">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'north carolina emo', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271538</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alesana</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee0ec5dffeaf48edf6abe935b230e6011ba023f6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fnDlUNi67FQtHHqBl4Yfg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1051">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/096472d14e73f69c619f5d580a9518c68a302677</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164365</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T0MSzX9RC5NA6gAI6irSn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Estelle</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5625">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8c43c7667cfbe32755e532cf423ba5ddba82363</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3276</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'classic soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VN38ZSdtQnHLa8PfTTKZD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marvin Hamlisch</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4757">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137865</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian rock', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zK4ACgLi1lVPpfmmcwOTh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DC Talk</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ac48d9838e314dea21dcdc6b5682a23a04eb367</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2435">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1012</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Range</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4374DY0rBAi0pCV6F9i00Y</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f914b6c3dcedc3d9734d7f41cfc480efeec5177</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/350">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b1e1c09798c16ce27af67635f32dcfe15edd532</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eXDc4nH9o04fidVlbUecE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alissa Violet</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12870</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5550">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michel Polnareff</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8c7224b4dc825039e0c20478d16cb9e2dec8361</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'french rock', 'ye ye']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aKldvGENbL4bj8TCWHuhT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70294</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7758">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soil</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175848</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ccba8ecb62d7f80e18ee58e09d9efe7796dadb2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PoYwGOztIrPpBfRIlMSxP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8521">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin arena pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34w2CxXOMbQeaIkoKDiJhp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51862</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/056258cb8cc4f4893282d6c023190c1a2f883e4a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PeeWee</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin arena pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5720">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9899a3d73ff00e838acb677cdacc5839bc010ef</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4111</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">180M0URr7cSwB94IZToyLH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jo Jo Gunne</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7893">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JcDqt1rBKIWfnoPjXFYqc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14980</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emmy Rossum</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57eaffbd4a9f606a5848ab974cacfa5ba4ca4b59</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4248">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5942815e6f54d917064c123946e89723d92af4b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4208</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damien Leith</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XVcYaeSTGZXwxd63aY9Tv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2903">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2057</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5V9pNqcN25JXuH88g7lq2o</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab610e8078a39a2bacb775190a45571a28d010bf</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Scarbury</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4490">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30I8GIK3UqVyAg58557mdJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Joseph Puig</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5889">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thee Prophets</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lg29abk7G4SJ4ICS9EqN1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a3b4a35db6bcaf5b2c8cc3d6a8a09c540eb2ed0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4236">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'brostep', 'dance pop', 'edm', 'electro house', 'electronic trap', 'moombahton', 'pop', 'tropical house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4d0b7bdc55f25a3cca196f39e93b5b97de7445f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dillon Francis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5R3Hr2cnCCjt220Jmt2xLf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">893166</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7131">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HSp2S2KwxKE7sASl6bMR9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182679</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be36220c30a9ed72570b121e037a40686c5096fd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Skylit Drive</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pixie', 'post-screamo', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11401">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5323494e26037500866572afd81a1e51b1f9f9e4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HjBUHSVfxNTu4hyK00gda</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rufus Blaq</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7357">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Webby</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">265611</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep underground hip hop', 'hip hop', 'indie pop rap', 'pop rap', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IstlZaHyUP9SONpulb4SM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep underground hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/727b71ce6d099d35e78b2ab49c7bfbe8be4acd69</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7839">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UwJRAgSOi1zcLkvUNc8XL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103387</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chiptune', 'deep chiptune', 'future funk', 'nintendocore']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chiptune</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anamanaguchi</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd3aacd2d3e47080e738ec49b57bda46c8332f2d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/438">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5e2e813755c107d8f4b068ec1001ea0f91409f1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9054807</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'girl group', 'pop', 'post-teen pop', 'talent show', 'uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l8Fu6IkuTP0U5QetQJ5Xt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fifth Harmony</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/500">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171039</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LOCASH</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'country rap', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30fd3e728b3d760f57a8d0402c86a7820b0e9638</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IcGbIAgdns0R5EJKHMjCQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6179">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5646lgm2HV2yioE8VhbzG7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4050e34db27be7436c6867025cb8835f9fee2c24</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Edd Wheeler</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9085">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0r1qbfth7sWruUHLPFGnpU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcfc8089366d003350c471d0d39298f3a00c5fde</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Triumph The Insult Comic Dog</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">995</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5136">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Naci Brix</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SBDukRKFQRMtgdAw6h4cO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8824">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GHa4pyuelazwyhdLo5AwL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amber Pacific</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46822</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b7bb3cd1c3f5a5105d7dd246c240ffe6f0b3544</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'piano rock', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/796">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">french shoegaze</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63MQldklfxkjYDoUE4Tppz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1573371</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2038e614d760091fff074778e3ec181cad0abfee</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['french shoegaze', 'indietronica', 'metropopolis', 'neo-synthpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M83</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10499">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41ae7ea2d9becd40b4896d63e0b9248dd54a3dcd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Mancini &amp; His Concert Orchestra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hrkQuyYjHArfBoiB5TYVO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4393">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6959</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Union Of Sound</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fHzyk5XmAMsYzJeT7xM8Q</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38ebac5b7dac50feae6e586c638f0b110503db22</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6047">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yy20h3EpWCMQFaISJokhv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Chiflados Del Ritmo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8452">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.G.</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'new orleans rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302820</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36HvjE9pV91jEjO1qBRidS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4516929dca682df58ec337b9d7111b8a478bfd31</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6878">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b4cee22a243b976c0e2563a63eb4242f59b5232</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287042</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tamela Mann</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZyV955Ypf3JAKInn1a0dt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1480">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'dance pop', 'deep pop r&amp;b', 'hip hop', 'hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amerie</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08rMCq2ek1YjdDBsCPVH2s</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91c9bea2e8b07d3af8e3696fcb45e54febeafab6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439975</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5224">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jump 'N' The Saddle Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aj6bmxkQRsJRYcUHXj4lC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51fad6afbe464c6a356f89085681ce5170230657</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3887">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf28596cedb04fd25304c2bd335c7f91cebffcb0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lesley Gore</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08b2PA6eFyugsWAk41eQKZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic girl group', 'folk rock', 'motown', 'rock-and-roll']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63555</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10965">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eTXRkIPrSgC4lVHaKDFBL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17f9bda282802abba1c02f5bc3b2881ebf44ad30</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bye Bye Birdie</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5383">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mVKtb1Vy1HQCdAkv3hWM7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/863fd62e4ccb84967354f671c57962c7ffe13746</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Mills</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8374">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jSSQtsuh7mypEZtEtBvxm</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shilkret's Rhythm Melodists</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10384">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5382cbfc52a1d24f61f3a0306178ba4c253efc6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz drums', 'jazz electric bass', 'jazz funk', 'jazz fusion']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56775</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IwfuIL3gUJxjzUqY3wJ3j</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Cobham</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz drums</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10197">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1001</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8840bf6152163632bb0ed45a19a3245823c015c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r0Mc0nEZCwo3tLMahpcfn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Evita Cast</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11407">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9aed7a384396bada550bd010d1ce69d14e6a5097</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uPSzsWGSzQZfihkPkAvfN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">367</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mixtures</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8110">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7x83XhcMbOTl1UdYsPTuZM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Waits</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'folk-pop', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">777194</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83ddcec755502352a3b1edead904b49eddb80e3c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2353">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kmwTkqKpMFSAeKyoUFDYj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fiona</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52e8f1fed8e28b741a0af71d442abacda9fb1920</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3672">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Puckett &amp; The Union Gap</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4asCC4oxQcDzFXhCth2SgQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4830fcbf9a9a496bca1a58f84aaaf0b2a882579</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95363</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'rock-and-roll', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9278">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aGwXCAYPuKTzcOAmbOl4X</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Old Friends Quartet</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2353</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70bb170937849ab173524e9713bf4d306652a760</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9467">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nUgYF7wmkUux1M9SdXM0h</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philharmonic Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc1e71270b59430c641eb823dbbc50eab31c587c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4293">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love and Theft</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03a5eVjzFyQlR4XyVSwt4t</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261154</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc89589b963666d3d7f1cada85ad5ae3ead27bfc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6944">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63I02CqRt2xKO0o5QvmHs5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">case/lang/veirs</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcd2ea52108817a7afef613a5dd3e118201bfc29</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6854</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9793">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70052</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian alternative rock', 'australian rock', 'power pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/300a1135a0826cd033c50d817a2e1352566e2f6d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HZQqtnOYmjJl8XAB3Vg8y</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hoodoo Gurus</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8858">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333893</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TjgzYcbTdsZjbT9OItIeB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb6f6b52082b66ee883bccf31fec0640e901ef25</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Héctor "El Father"</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11024">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zeN986VUsJHNrLMXWFSBQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Busta Rhymes for Flipmode Entertainment</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1183">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd1eb2b091448ae0b1e8a81bb91340a231cb21fe</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Petey Pablo</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232135</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Js9eYwAf9rypNtV8pNSw9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip pop', 'nc hip hop', 'pop rap', 'southern hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6649">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd6424e2f9d8cd85b636dca8f44f5acb35b197ee</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86094</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Price</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'hardcore hip hop', 'hip hop', 'southern hip hop', 'underground hip hop', 'underground rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2x6jz70u3sZq75tW10akUW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9184">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Z0ymoDrNlXkQsTmMapYk7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'texas pop punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Riddlin' Kids</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c961ffa22b5ae301ac1731eacf7dbf5430020cd2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4324</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/999">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">280950</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance pop', 'dance-punk', 'electropop', 'folk-pop', 'new rave', 'pop rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ting Tings</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/452855b7ed13b692f6011fa98c224941673c0eba</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wvUfjKGoXvcnDHq7GgMOa</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10402">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/245206af58df88edb6cd03bbec81b3af493c23cb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep jazz fusion</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep jazz fusion', 'jazz electric bass', 'jazz fusion', 'jazz guitar']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Khan</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3175</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59SNrXVA519VMDpAktiSk3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2161">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9073</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerald Levert &amp; Eddie Levert</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56sP86L2rYpIBMCPFlqAJD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf85ebd1aa68ca339e316d9319034097602c00e5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11136">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zPJRGLhw4sefGw51t7KjI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stanley Clarke - George Duke Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fdbe35bba5903d29311bb58bbfc8724552d9432</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3567">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jewish pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49d59a0f47d8943c5fec7a0a937faff939935b81</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jewish pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13030</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15i1niWKFEj0zqnhtYAv7D</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8th Day</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1224">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/573c64d158c436ed90f085e0e586cfe4929be620</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'gangster rap', 'hip hop', 'hyphy', 'pop rap', 'rap', 'southern hip hop', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sb7rZNN93BSS6Gqgepo4v</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">656351</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Too $hort</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5222">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Blackfoot</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/664fafd0e7c06e58013a4d1ff0e32767a522e446</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QiSpmkvVxkrB0Prr35zko</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18837</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul', 'southern soul blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5664">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'philly soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13546</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9f1757e29ee76593c16d1449d191199a15ec7c7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lIu3yk3Vz3a2dVSoBHJDt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ebonys</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8216">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cf212180fe2bea14784c773ba8cdeff94fd32ed</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">926</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ttpZBMSaJ9TjCL37SQDqN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k.d. lang and the Siss Boom Bang</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7676">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">329454</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f429318043149b9031443a9ba94a1d5781c3d50</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Get Scared</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r9uIJCoquVtEkCkvcn8Ez</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11410">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['romantico']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b74ccdf60d2742a94bc9527a94ce19a930e0fe24</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1453</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">romantico</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jWWDhF9bg6D4rgdUflN5Z</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camilo Orozco</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6372">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bdc8a208de808cf666bbdfbdb52378a2be77cee</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106068</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PWXHVDEtObSmUrNhfPRav</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'pixie', 'pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">With Confidence</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9878">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lizzy Borden</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8ca37973fb9d5a7f589540f5f1c98e63e0ed125</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'metal', 'neo-trad metal', 'nwothm', 'speed metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZdLFpb5MhkSrsHef7A3Bb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19382</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/267">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2633</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iBGuNBYRKnNdKxm0kKNM0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Sinatra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2710">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jNGQ7VOU87x5402JjhTtd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deniece Williams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0463291ed74637e96108fef43446c03b309dcad6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184424</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7959">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1s2pki7lATUaBOL76E3vCV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa33ec4b634a80b782a706fa31213ed1bd7a5d78</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42563</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental acoustic guitar']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental acoustic guitar</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kaki King</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9009">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7fc4390f3aaeb0b457a916283277b6c2577ba95</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I-20</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5325</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qziYi2GvPoLPnchRMQdxk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6253">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ace Cannon</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b029c8f503c588d13b0161f7658f343aaa470e7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tZo7rC9bqWAmhJ1bsejXb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1440</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4713">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NzWRNaaLByHyI3wpuec8P</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58423</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a1de482662f80376965364867dff54c38708626</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Brickman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age', 'new age piano']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6905">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3o2dn2O0FCVsWDFSh8qxgG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sabaton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75edd507eff2593d450c94684c2554f2abd02aed</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">780919</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal', 'power metal', 'swedish metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8838">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MP9bH9aUryiKQeUvABLIU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cumbia', 'latin', 'tejano', 'tropical']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50345</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cumbia</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04e2fa720a500453f528524b1f83629fe5254d5d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A.B. Quintanilla III</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/391">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3S0tlB4fE7ChxI2pWz8Xip</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271083</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grime</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grime', 'uk hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giggs</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65c252cec61a8d0728560652a42ceca57cab6e7e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2604">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SD4eZCN4Kr0wQk56hCdh2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">638069</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'europop', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6da08f0fba0b1a7bf6f34eb033b530fae80e99e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie Tyler</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7887">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal death metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suffocation</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ItRDIouodpnW6nm4TYDk1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93996</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e99a31bef31012e6d5f55f65bbccb34435b4a831</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal death metal', 'death metal', 'deathgrind', 'goregrind', 'groove metal', 'metal', 'technical death metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7844">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nnp7oJpY2J6yZOqtdKaWq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e559e51bd79b646da900bff29c320d8da3a5782</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'regional mexican', 'tejano']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">726593</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duelo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9541">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69320</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'easy listening', 'lounge', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NkyXWGxE3WTFixDSJ39PK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rosemary Clooney</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5974256cb22557291dcc9c71640bcd47a8c879d8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9765">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225KuzHvnhGPYfqyGZnPaF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/276b7c399241b13003d130fda4ade9dc9735046b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Choristers Of Liverpool Cathedral</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3108">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f7c3860146e9289a934c5af32cd53ff12581948</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88384</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Valli</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CDKmzJu6uwEGnPLLZffpD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7365">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6057779e39ad8b91eaca7bfcb81a6f551644725b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">People &amp; Songs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DLoqaxhfWU5litFyzLqn8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18872</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2908">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lUcc15t11bnaPr2qOuFs2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Graham</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8022d2386162714d214ff9317e57e9eca8c9f73</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26675</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1042">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259329</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indiecoustica', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Nathanson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NGiEU3Pkd8ASRyQR30jcA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c422bba44fdccddbd0ae6b88b4bdcdca74feba34</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8368">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3twwE0SmNHpUCsN7jGRQv7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">light music</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['light music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Light Symphony Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7124">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'art pop', 'atlanta indie', 'chamber pop', 'chillwave', 'dance-punk', 'dream pop', 'experimental rock', 'folk-pop', 'freak folk', 'garage psych', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'neo-psychedelic', 'new rave', 'new wave', 'noise pop', 'noise rock', 'nu gaze', 'preverb', 'shoegaze', 'slow core']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef8563081fa5394c1ec53f8e2a87a67fdec7a70d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38zTZcuN7nFvVJ6auhc6V3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245642</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deerhunter</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2938">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c5f33797bb3d476c471ee218409b54caccd7c7e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fbhwqYYh4YwUoEs582mq5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">355646</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spinners</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4240">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">354</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77PJZ7PHtoKz2E62XAYvIM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b31be193a5dd0a9d15b6be0efff6eaf8397dd98</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ MixMasters</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/148">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/254b0e0fc1d4cf39de56960ed983c1ff7e3dff00</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-pop girl group</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8481888</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41MozSoPIsD1dJM0CLPjZF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BLACKPINK</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-pop girl group', 'k-pop', 'k-pop girl group']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10968">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Original Broadway Cast Of West Side Story</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">658</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69Q3qPwAWnWS0E6Egp8NOA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19a9a2e574ba1334a8aad288e1b50aeff440b35e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11290">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/184c0fc06b45c24f09ea60dc38e3774c969e9df9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ed Payne</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wn7YDNIirapDJstDluOcy</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10144">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ke3FnaXh72KwAQiNBppcj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5100922bac35e49606d080d7bf07ab6b1ab7b81a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KCRW</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7459">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e17cf58b24225d6721c8995bb7e9bcee88edc1e7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dz0NnIZhtKKeXZxLOxCam</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">688327</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Porter Robinson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'brostep', 'complextro', 'edm', 'electro house', 'moombahton', 'progressive electro house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8076">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffa6405f1d8fec27531700d4c8d6bb5784a21c28</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lyle Lovett</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'heartland rock', 'lilith', 'mellow gold', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90178</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zlJDQgqnr9AocrH9gs1Es</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9400">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aQ7I4C84b5EPAFkLMhpin</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3cfe2e4eb165c99b78867e492a3dffc0012537f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap', 'gangster rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5th Ward Boyz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33548</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3159">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170042</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brothers Johnson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h3rSZ8VLK7a5vXjEmhfuD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da974f58395fa763d0559071e73774cdc54ff3f9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10678">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie poptimism', 'pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">309403</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie poptimism</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chase Atlantic</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cYEt1pqMgXJdq00hAwVpT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b9e716ede032187fb4a5b2b75d9c5cf2438c6e8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8931">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian soundtrack', 'soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/367ca810979a283469c9c1126eca921f64ec0b2b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4v7z4d0nyIY3mWGz1AXoK1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Danna</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian soundtrack</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1827</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5243">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Rockers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/036e5c3065a8c3bbc3cd5fb900fb00e61eeb2c51</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DYKtStEy5mAmAZvEobbgo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1230</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11318">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4743</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uGNLaVCY77CII5WspSXyQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/badfe3a912b12ff0d302835dc402fe9920187dea</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hit Masters</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7167">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'alternative metal', 'groove metal', 'hard rock', 'metal', 'rock', 'speed metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Motörhead</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1834866</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e025897bdbe59b91c8acf1bfe4c5d8bd9476b23</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DFr97A9HnbV3SKTJFu62M</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6678">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143722</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f06006989f020c07d89964549c12e1436119a9f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'electric blues', 'jam band', 'modern blues', 'modern blues rock', 'rock', 'roots rock', 'southern rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gov't Mule</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zoKOcTDI9EMOhGNaxL708</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/573">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162800</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nate Ruess</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qUjOF5fzrpoNycD36b2jZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d5dec419f704181b9a23dd9c55562632817c442</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2300">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">309</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ufm4BHf4ZdolpvcvYgH2S</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Devaney</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9849">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Da Kid</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/faf30999deb37ba73a08be57f3d3182479e82799</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vjlH9sbJOZyhDjhvajQpY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11806</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3577">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16AJvLZdw3lK1VTBrJjEt0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Jacks</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5900">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">486</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fa824dd1ea6c556afcf83a035b47d405ecf12d5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leapy Lee</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lgv8OCexyuvGs3Xn2O7n2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1916">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Marshall</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1256</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FT75iYuWmycqYrXbVD9cn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c5f987e0980c0fd842f747d6ce6f08afe62850</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7754">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jawaiian', 'reggae rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jawaiian</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RkXaPxdZ8L7ERNgDZXlKh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93913</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Green</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3b36108d65c3bacff2ce6a38d31d69bf8208c51</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1787">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4e391e4baf471b23cbb34ca6a7fdfb972f01177</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2B4ZHz4QDWJTXPFPgO5peE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warren G</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">959276</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4597">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1737</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MQIo1YqabUyOjWBzRqPSA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c2b74dc9e97f56906055140e5914c7d6d1007c0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9717">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6899</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black 47</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative roots rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative roots rock', 'celtic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DDG3ZoXbfw3gL9G8YdHY9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/165ebb06a1fc41aea345bc743b7e49972efcb0c5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2909">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247900</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Art Garfunkel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kEsKkXuE4olX7m3mNLZkS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a83ec5dc782d63b0ff98af793f018012d0b5ecf7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'folk', 'folk rock', 'mellow gold', 'soft rock', 'traditional folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1512">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60197</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7073b6ae6cb09ae1f06adc1e697096f4b3390dc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28821fRwpAWk44HfJ96PGV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'neo soul', 'r&amp;b']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glenn Lewis</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11167">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Mims Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SXXIdmS9dNJRuf1mqZizy</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e06030040e896ce723020940a1444704735e6224</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7859">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15224</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PhKXBGcwWwVcXCETFd92y</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60a5b54a292a174a20882558c004b82b59625c85</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'melancholia', 'stomp and flutter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fossil Collective</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1773">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Insane Clown Posse</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314115</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'rap rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xtWjIlVuZwTCeqVAsgEXy</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7a76e667ec902783ed9cd09bc4e306049f3177d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5513">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BdtDEvFGMhoxuYDGmk82h</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0793545df0ba57c2a0e98c07e5e723a5d6ce6088</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silvetti</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">792</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/527">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b2f2b3604215514b6bc504b997cde063ff9bd9a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew McMahon in the Wilderness</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">716ZwtZBmwROBXcFmCzfdM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hopebeat', 'indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'neo mellow', 'piano rock', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132118</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hopebeat</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8329">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Great Big Sea</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55682</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian celtic', 'canadian indie', 'canadian rock', 'celtic rock', 'nl folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian celtic</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94f18df1b7ed6c05874035c54aa0efd618726d87</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GxOdKrtD5oUmQROcCs8M4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2450">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Smith</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Omy5P9r7PiXYje9h4jMkz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85917c63b8beb0bd07490d8f4d215e2e714631a9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/328">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Estefan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IFCkqu9J6xdWeYMk5I889</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323660</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6a906253309fdbe30aa666f970434a8ee2cba40</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin pop', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11411">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soul Sonic Force</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kacnQpHZGpLY8YvIwKqEx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6505">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16607</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39abbc6a38271c1b65a9d040a06c357cebc9a238</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FgYD1zmYTjBAGuVy0Hj3w</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elevation Collective</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5397">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d911c077000e82509b2abfdd4b16cda01bb8612</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97131</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Mandrell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67BqBdApdbZ0onglFqRoTg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8069">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3B2zav2zeToujHfMTa7ZB0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-post-hardcore', 'post-screamo', 'screamo', 'trancecore']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Make Me Famous</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0f4e8cd14f992e6e9ddf961ac273eece8c2b5fb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26173</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-post-hardcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3389">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235760</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Sm7JCttzWMwHJtb3UJ8SY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'latin pop', 'pop romantico', 'spanish folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mocedades</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f8f0d4a1f0c4496719e87d99420804b83ad3230</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9407">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f5d9f9ef42fe90ab430f88be60625163f91669f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Bnr1jTJsvgnudk2OkD6di</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Gubman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5772">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18358</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64wt8mWN95IlFYslRqIlMD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae859023dbd6ed6891e39fcd48967e42af1ddd11</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish country', 'irish folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel O'Donnell</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/989">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice In Chains</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'hard rock', 'nu metal', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2222651</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ccc3b59f6a4f44299a360d9fd3f45b69729654f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64tNsm6TnZe2zpcMVMOoHL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1940">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f7dc6dc020567ca79347b4cb37a61b0277fcde7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56925</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22Zqu1yyebVnbve8FxbJ2g</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rednex</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6546">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A$AP Mob</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa30308f04ed43a632e19c24b7ac0b6162ce4cde</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1127366</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yO4IdJjCEPz7YgZMe25iS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9517">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UxYW4p6OoRf85fNMupsfV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14041</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c1a94a0250660f4a34ae2a7f2473b52f3709103</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'irish dance']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronan Hardiman</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2995">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155413</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a01eb4ab84de08dd5d380ea9201c9dc8dbc6cdf</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Captain &amp; Tennille</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'disco', 'folk', 'folk rock', 'mellow gold', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BEfMxbaqx6dOpbtlEqScm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11305">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Tigger</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ah0bKZcvxwMpN0Ygl1qTJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11214">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The City of Prague Philharmonic Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96ebbe582e24f0f7fdd1cd8bf0ce862467c4f3b7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93399</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'orchestra', 'scorecore', 'theme']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oQJQUIpJFFnfKvHJA0xBu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9929">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4A4X3dAnue0OcKTt9J5A9c</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26211</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lanz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b3af5356e54bc43ab2ddeea9299d53dce718277</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age', 'new age piano']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1687">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95fb7a441270a81b92764626667ad11fec372041</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156197</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BZDbnjUHnL2XAPgkdqTpb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Love Hewitt</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/120">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1850716</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54e16374b78169a0dde4a3b240b9e6a1baab8e58</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0A0FS04o6zMoto8OKPsDwY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">YG</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8863">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c65ca7c9a8600bb5ecc6bcbd0b97ac67d9401ff</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sin Bandera</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'mexican pop', 'tropical']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xeM7V59cA1X8GKyKKQV87</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2578487</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/101">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7z5WFjZAIYejWy0NI5lv4T</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan + Shay</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1060713</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fab6d2b5a3be7322bc13100e9c1d30f5ac56993</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/302">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark trap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2904ee0c49352ab641262049aa105678d0946554</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark trap', 'emo rap', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Tracy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g63iWaMJ2UrkZMkCC8dMi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173874</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1021">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161171</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dpKVB4mK3ufNdZOpMKtrd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45f7e711025dc10210b349f4e79e8d81a07ba2b0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DAY26</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6592">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['english indie rock', 'garage rock', 'indie rock', 'indietronica', 'modern alternative rock', 'modern rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wolf Alice</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">english indie rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3btzEQD6sugImIHPMRgkwV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">288163</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af531125938c7d8cd4625e19e6d73c6bef4b4810</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/696">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Lambert</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92599</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z2NUZiY3FA00HKu5WTMhA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3fbfa2336dfb46412532d508f6656322c2a3083</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8175">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic deathcore', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11fa5a31a770c0a44e49d48b0d85d7fe0c77719c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Shall Perish</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98320</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GkGdNLPzWw4e6ctwKvI2x</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9322">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reprazent</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">462</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Ytfl1DntgvVdragJEqx8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a873b6e2a8dd11cb7269eb94ba0560bdab5c6a80</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9401">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7545</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rahzel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vunRaBya0Sx6CMJZAlHTZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hip hop', 'turntablism']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/273df43a275f3c96c63e96659cef2be88bd25865</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8008">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Citizen Cope</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7enBrBojgBJuPPdqTq4Z5F</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235033</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7e2c9dfa915d3efe87b9bc1c3cc42165a68fb23</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9972">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ib5dMSu22f1xeqgGxL3aQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26912e87195b251815bb4e676c0d0d64a07d7639</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Azilut</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3804">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72757</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PeqTZKroEc2oDwTfmB2al</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b422938368e5b00d78e6a4a1b34a2d959e20623</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Angels</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7429">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xVWSPiw5B0OduIC0DSu3V</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89515</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac4dfa248155872e6d2ac21a80399b416aeff69d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'modern rock', 'new americana', 'piano rock', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delta Spirit</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1784">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wynonna</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">189209</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yiXkMbxDIZ3jgEG89NSC1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3dcb2a123390786e576c7ef890848686f9c61f8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1936">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2609756</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cnMpRsOVqtPMfq7YiFE6K</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van Halen</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ce847acc4574532b94e038dd4729a9b9a25bc12</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1489">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04c6299aebcd4d533bb534b353204251e51dfed1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KNqYrivNgVCHBssEUSu5B</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">589711</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donell Jones</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1317">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e67257417377fb9ec22a816ea461a0b5b39123e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135437</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jahzTuztFVegfKXChatkY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trillville</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1697">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Percy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PWS3ACXatxz3XOb6vvdja</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4276">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Top Tracks</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b2dd17ac0d10ef4b95ac6a7cc77671c12571d4f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6luvHB2gkRdRlNvcQSLmxQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1166</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2006">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crooklyn Dodgers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2286</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FjR5GmNXYr2RKHVOXTP7e</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3146">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28046</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'disco house', 'hi-nrg', 'post-disco', 'vintage french electronic']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SE2sfwTpxL2vXRdG6H5PM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cerrone</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b8be7bc33dcba3dc3cba597fd7c38ecd8e34223</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5865">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leonard Bernstein</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88fa966cff45da22259918a6070f7d11e997c9fd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american modern classical</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american modern classical', 'classical', 'classical performance', 'orchestral performance']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92953</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LmyJyCF5V1eQyvHgJNbTn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9350">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JØRD</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bf990ee482ab33da9a81d74fbdfbb02317e9b46</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72803</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dhLVCzAEMbAu1SSkAoOGV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6288">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5fa11cc61976d5e51915120320bad64afddebaf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Key Glock</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'southern hip hop', 'trap music', 'vapor trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317465</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RESbWvOMyua0yuyVrztJ5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4959">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42159</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Terry</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IEiax2qJ9BZiCKs0DXzc1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38d0e5a562cb41e2d6ee269bc8440cf79a464c3f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11436">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RLEevluODNXyRkSZtbQyp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c45e90c13b13f6501ddcc1c43c4d2fed9959961c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2318</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sing2Guitar</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9670">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristin Hersh</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZWUhhSv3IahZyW5keNSxK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'boston rock', 'lilith', 'melancholia', 'rhode island indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17133</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc8bc44764bf6b72650744ec3fac39725c053bed</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6848">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NbQe5CNgh4YApOCDuHSjb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">343316</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'melodic metalcore', 'metalcore', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98295b0cd35cd984f7bf3bdf4ec7131b9ae1fd31</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Devil Wears Prada</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2425">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'rock', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da30acd2c9d0f32f5f5a2d69f32c2d30335466b5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26bcq2nyj5GB7uRr558iQg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">453698</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Survivor</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5080">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17319</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sAkg8871iPVI0wPbOfIZa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5665dee6eb93b3193d78e77ba24d2b4e18237454</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fairground Attraction</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3314">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brecker Brothers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz electric bass', 'jazz funk', 'jazz fusion']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz electric bass</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52e77cb98b5f93a6d14fd475a6079dfa14afd936</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24346</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45rpaf8BR69NIPqmeAYb7l</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6492">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6piIAIurGAryW5h1rqQC16</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232302</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a39085fd66b3fc864c21141dc926635ac9f0aa5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Passion</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9595">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Antonio Sánchez</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19568</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9ff94d0f888d87ff976b4254f2e0a5a5a7c557f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'jazz drums']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19KpCg8O15A2eZ416EyFdw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9590">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phyllis Hyman</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95b490f4de5050c8fc0a7dcbe3b85b2dab0cff75</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oqSDVaf6RoBGreqOlgUpv</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'neo soul', 'philly soul', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144174</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6942">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Invent, Animate</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ALVPmg5sZexSVD2m9atEt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28064</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0af47b59e741e213e6142ae9f24bda7beb5d5d57</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'post-post-hardcore', 'progressive metalcore', 'progressive post-hardcore']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11163">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Marienthal</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wmaum7AmnVV5riHLEWvaK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz', 'smooth saxophone']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e75e1e53c789882bab5b94d3f5bf7e364e9b9fc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16015</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11124">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mynt</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZIszjYl5F05RMzqqjmZGD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep vocal house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3d1708497aa4c429535197e94d17e0ad7f97fe4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep vocal house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2776">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kajagoogoo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f3kLT4wvi2mFHlHJgV8Hl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/165670a62833141cdca5859a295c709e51cb55ff</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91414</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2317">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">874157</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'folk rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Cocker</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pFCERyEiP5xeN2EsPXhjI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee38cfbef7a14bad2ecb0631f73d5b703cf0d35d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2219">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acb236f47d45844394661d0295f1f52276e6316d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rd Bass</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54983</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip house', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EFL6smxzRtpwlQvZFldUc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/671">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jordanian pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5822</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/deeda6163df1002d763f7bcee13b904a5afeade8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xQ2BGOBUXgjxO2PAhrIyS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ayah Marar</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jordanian pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6542">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed46702d2c9cbad38e8fe72d9edc7a7c5c14e3d8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18HVMQsV3tINaTyzT5UIjH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CyHi The Prynce</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115637</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9256">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59d58508dd794d7a68f8f46d3f919c94e85ac377</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DS5RPK5A2GQTucYlgsQdE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perry Farrell</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11602</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6925">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">681744</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ed932c6c526ea15d4ae6145a8026b7cc9a03993</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'philly rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Drama</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oNgAs7j5XcBMzWv3HAnHG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1185">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'electropop', 'hip pop', 'pop', 'post-teen pop', 'r&amp;b', 'uk pop', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JoJo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xuNBZoM7z1Vv8IQ6uM0p6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1364379</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0cd9acc36f8527e666a0708ec93280d8c8e9739</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8260">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folktronica', 'indie folk', 'new americana', 'rhode island indie', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27aJr79YUyfK5ZrcFxF5u0</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23754</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Low Anthem</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b89a68ae6c0cf82027e6e2cab1df8ba534ac407f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folktronica</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/575">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1665995</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adcc1cb654e89f2e404688ae0d1bbc942ce02e5d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ludacris</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'dirty south rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ipn9JLAPI5GUEo4y4jcoi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7051">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gOMnWbGP52F3paKcp5Ts2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christon Gray</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40524</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f76efa54191d97756f02bb2356907de910c8ab0d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11108">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4071</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">steelpan</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steel Drum Island</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f5019d059600498a2c18200a3b402a926e0892a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['steelpan']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15Bo4JfE7a3HKsw3I9En44</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/186">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5848521</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin viral pop', 'pop', 'rap latina', 'reggaeton']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin viral pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8eea3561b4171cd3899daca6dba1bbeb5f0ed25f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Becky G</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4obzFoKoKRHIphyHzJ35G3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7720">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a157c6e13ffffd135f1465d18103c774d20d053b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cEuCEZu7PAE9ZSzLLc2oQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dutch house', 'edm', 'electro house', 'pop', 'progressive electro house', 'tropical house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R3HAB</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1765047</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9712">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy Jordan</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/886c457de3551b647d8289cba225d1c1ef8706ff</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3227</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eAsLHhN9eQnxU446lhCkR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4338">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1b95449ca71a87d28010700ac5011177f065bdd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Archuleta Maroon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14qvHyl1HApvsMrtxXljMM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3259">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef5ecd10b525155efa79a513944bf0257a6f9e94</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddy Fender</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'swamp pop', 'traditional country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70385</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SNdq9iJyup4XY6JbNHbt6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8401">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f13831bc613f718f7a7e171c10c38f324b85b52</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Knapp</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yAjgPqGeURdgCHPzuDeYi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20542</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3199">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5200f713da4688ebd4869065b0979e114418f7d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6z0Wyt46eCn7TbKlXt1HPq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3648">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blues Image</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b76dd40660e7c7397e23e76600040e7ec58e712a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6638</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qP1yR7s0FAKMjEw99p6wE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11455">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Athena Cage</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65920</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kqVmaPdvLEcfaT9oibK27</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/303ddc3bd7f5fef55e2fcc0367f67bf293232a3c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10475">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">456</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fT9phXpEYVm2zB0QzGqDJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swedish tropical house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d54f9e2aeeacf8c29a412babdf9722f3d3657bb4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swedish Red Elephant</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swedish tropical house</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7132">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">381658</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">W.A.S.P.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BVkDHWRvLJEyKdvhLbjsq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'power metal', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbaf8dcab46bc5de51e5098632bc9388711e938c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9832">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3207</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VLYnvJ03NYgkHLfiaVHUa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25c3f458f5657264ab20b1b4d576a849a3dad426</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baton Rouge</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3668">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55992126e2a79d6dad67c4e9508811ba19abc586</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Robbins</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179732</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Xi59sEw38vRvwleSAVqoo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6892">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98965</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7874c27da456ffd65a1b8f0ba765cd3087cb5a7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51lE580QM13Anmb3mK2j1e</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dear Hunter</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'progressive jazz fusion', 'progressive post-hardcore']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3947">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'classic psychedelic rock', 'freakbeat', 'psychedelic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6976</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Peanut Butter Conspiracy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mUgTcokhM7BSqp8mXhy8U</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d31064a68b91f681da85f093c313f26957a7c942</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3457">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 5th Dimension</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102383</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UUYAQ9LiRsZF0ZukQNWXM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c2cd0e4b7df9197e240dd739c7ec0cade74470e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk', 'folk rock', 'mellow gold', 'motown', 'singer-songwriter', 'soft rock', 'sunshine pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1903">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e010e3966932322ff2aee3c17a4a5361201fff33</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xIJg09fPM9z97qcEzF1Do</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6181</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frost</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3856">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2X9nnux4eS3CFBDSjcnoBQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58d6db85b730c039a995bad0c38a773f23c55482</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stone Poneys</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4085</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6512">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QaxveoTiMetZCMp1sftiu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158360</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/244325428e9e985df764643623c899719a253aa5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'pixie', 'pop punk', 'texas pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waterparks</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10477">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6266</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5alexP1Baw0KmMEHWOEVVj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrick Moraz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c417d6d5153e632342559c8fe7b8b0c5405565c2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10649">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d82338529e794d687ccf2bc837c72f02bd8470bb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Coffey</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57GVLfjMebK2uiZn3wHUN8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6025</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8274">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fQii15cX3Q0ZkjCdsIxkZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134846</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louis C.K.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d83c0a92a7b7109128ef9960d6555d1eea822f24</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/95">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murda Beatz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CbYyyd8wH3RT6t0jwpdzC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93612</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/148940b6347ae633109cf0767e1b5c42cf61b95f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2727">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'new wave pop', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shakin' Stevens</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28e0d708aed79a5b7ed1f4fcc0885dc119440daa</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wi4yTYlGtEnbGo4ltZTib</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66821</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8272">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Aquabats!</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'modern ska punk', 'ska', 'ska punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WgiEOrXlaXJGHKhkd9s4s</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60495</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf59158c068e72f3f99853edb86d3b6c741ef817</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10091">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iayA3QkB3jfkUgcXqsL7C</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7eaa2e56bb94d315ac73d5c6bc113a05472a24a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2685</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Three O'Clock</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'underground power pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/147">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Yachty</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6icQOAFXDZKsumw3YXyusw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be8854d1f9aadd7714a6d866ada97ef7d20db56d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5298672</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8465">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uvu20PIQjkNwX9ST0cNKH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">THE KIDS</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e08d5e69b93dd3447c75c98c6d0ea7dd3359f31b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9270">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stabbing Westward</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5daXMUbrPh8oX9Nd4CnToG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84583</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b97261b4f4795e8cfcc8f2ba4cc66b4f285c8ff9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1592">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary', 'vocal house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">326876</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a82c13aa34ec45f0e9c0f2857cce15fb54c2b1f6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deborah Cox</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">601893mmW5hl1FBOykWZHG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10332">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e2bd902ed5263eb9c603cd56cc0545c8d44c1a4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'bebop', 'contemporary jazz', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz piano', 'soul jazz', 'stride']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59701</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EsmKkHsXK0WMNGOtIhbxr</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">McCoy Tyner</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/700">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3506</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mack Maine</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cc7318afded7a3ae55d9b7c6f2bb8cce16765bf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18AOdS1Qw4XXnQSiPJQr1B</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9264">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'trip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8cbcda9a23a70e2fe45907a7500a3936eab7b81</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poe</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Kl8iFAUJmtmyP1Sab1paD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41093</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7896">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b2a2a6c2ba4ff9727e86812acea1bbf42ff5c3d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37219</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">strut</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sharon Needles</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['strut']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yPRmfUuRcpGwOsHVqQgae</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4286">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BYU Vocal Point</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'christian a cappella', 'college a cappella', 'lds youth']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zhxxb24WP6q6rbLHAn2UQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c355f95c74bc6b32475b77df17fc29fc1c7b9592</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59346</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5556">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Miles</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaa396c243e75c31f0e319e4f18db4ffc15f7d64</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9416</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16okCG5QlGiQ6fRr30H10t</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/619">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mAcgRMD6EfCKHO6cIkDOP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34603</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Fallon</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e528063a2d590e6b4075a390252d18c25e404dbc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7595">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZIBrskTJWmkJUvM7uAu1o</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a2aa8cd5374ec56997c0ea9d50e221a63555fd7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177824</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chiodos</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2758">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4cebe6215c58efaf06407961a99c458e537050a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Four Tops</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fIvjotigTGWqjIz6EP1i4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'disco', 'folk rock', 'funk', 'mellow gold', 'motown', 'quiet storm', 'soft rock', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">511836</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2755">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SLAMfhOi7UJI0fMztaK0m</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0ad73e5231086142031094d86e8bef61576268c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rainbow</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">611721</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8237">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73932801bb6989cccd6343a0eae4e39f42dda6a3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Bukis</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16kOCiqZ1auY4sokSeZuKf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">951478</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11374">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic opm']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic opm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eCn1jNrQSk0aE1cgkArZz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">959</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc3ec917460140370af873e08564cb579a25d881</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suy Galvez</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7717">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scar The Martyr</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gz9Dd0N7oCymbjVePlxbq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'nu metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18794</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58a95d9e419c85663986d7b3e1b4a105b0232f89</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8029">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'anti-folk', 'chamber pop', 'deep new americana', 'folk-pop', 'indie folk', 'indie pop', 'new americana', 'roots rock', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">099toTcKJoywTosZr2hHjy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/706cb9ea817c8b6fea78364cbd1d60aaa5f0dcf2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Langhorne Slim</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107734</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6113">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dee Dee Sharp</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'doo-wop', 'motown', 'philly soul', 'rhythm and blues']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fff5273686201973a5c6b241c64b2e4e18fd0d15</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NtGOVTuHBMDfR5PMNPBGT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12293</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10074">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01c4471f1e0b7f36e3730d8c173472f66f76907c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cez574BwRD00PGEbNl4SH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cats 1983 Broadway Cast</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2334</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10989">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa97dccae49b4a06ec830abdf302dbf38d311741</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ii8QxDgfxRw5IrFTshwXq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Fitzpatrick</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5804">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3290</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will Ferrell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xF6Psrf6yNOBkB9jpMRa0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10282">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41106653307af0dfd3cf392f1750980f5f20d69b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Elroy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dD2bfFbsi2FdouRhbbxF8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6596">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d6762d83a22fa7f4d6ba130a7036820dacde01b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104063</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Ritter</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6igfLpd8s6DBBAuwebRUuo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'alternative country', 'anti-folk', 'chamber pop', 'deep new americana', 'folk', 'folk-pop', 'indie folk', 'indie pop', 'neo mellow', 'new americana', 'roots rock', 'singer-songwriter', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9519">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e8506e1d5378b75b6a6a5fb13fafdf1337a453c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74311</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Funkmaster Flex</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34ABXKUj0gzq7R8vXjCaNj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5115">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18625</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/758362dd657084ff88a870e5f1085259e7562897</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Fe7lgCHgCB8oZhG3KoTZz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound', 'new wave pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wendy &amp; Lisa</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1851">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'gangster rap', 'hip hop', 'hip house', 'miami bass', 'miami hip hop', 'old school hip hop', 'rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58Dx4HPzeOO3dbpD9YYEes</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204196</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3012b11c767e5acc5cd2d9650cbd313375ee0818</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 LIVE CREW</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1527">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian van Dahl</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79ce8c2faaf880d000c0a2453e95645178aa74c2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31187</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubble trance', 'eurodance']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27IuDZNaLuEtupD8QZftiZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubble trance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5909">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9765</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arthur Brown</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f021257dd31b8b86d6c60c9670cdd718635555a4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Wyn0ejiSIAgFhCL6zbTRm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7351">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c55be344978d51c9f3e6aada552844b05a268684</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0g5OkLnQogzLrT9s5vw6kl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phillips, Craig &amp; Dean</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137606</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3029">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57a733a391ce8f9c734acc320fc8456de035f09e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ellen Foley</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0puypnsWTRY3cwySIyMjhe</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2574</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8333">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">799</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juvenile</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5209e1a754c50b156d83e3801a14b285a0142e1b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KepLKzKAUPX1eE7TAmoza</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6943">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edeb5f479ff165ceb09612f96b24bdb5233c1798</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335899</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65dGLGjkw3UbddUg2GKQoZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BADBADNOTGOOD</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'canadian modern jazz', 'dark jazz', 'hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10726">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73Ueyfnj96boTSs25ncflu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Egbert Junghanns</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c132c02e896326f867ce619312c658871d20607</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1422">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jFaoqWPhYLrKzjzlpXmUO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/633d4785459de9d79caef69e87d3d54dcb19cfa0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Banner</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359492</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4563">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eVbT3G1ggf2sz6s7ZV0Ap</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">X-Ecutioners</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12410</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['turntablism']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">turntablism</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3ecf69cddc1e8d3847bafc1ea6be0e49d6982f1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5962">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WX2p6RSafwwNthZZ2WG1p</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Organ Happenings</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/278ba6317f1a8a509702afbfb084e44eb0b3467f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10453">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95368</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23abc0acc4732626a3cbb727ad79f56a46e19cd6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aTDTChWWyiJH3SEnYrdVp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'blues-rock', 'classic rock', 'country blues', 'folk rock', 'funk', 'harmonica blues', 'jam band', 'jazz blues', 'mellow gold', 'modern blues', 'roots rock', 'singer-songwriter', 'soul', 'traditional blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taj Mahal</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3679">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KGQvnOoqUHi3KxKQMZtXr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e01ffdd1b459c5cca0e3904a60b006c834991281</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Box Tops</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64174</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2086">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82be9a57b9d532e73876e7f3ea6a5e4b35df9d87</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9267</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tasmin Archer</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EgtYGZoF5jLydCpz43xu1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10571">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10315</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vintage hollywood']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vintage hollywood</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/204ad7a14454c260b005eb6bcfd502f44833ef74</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24u2lWQYyTWB7VUTnwEavi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rita Hayworth</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1614">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eYjWapog2qNOYRnqBvGXP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meja</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7955</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb3bfcf414630080d8965b76f5d5687119506a6d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6404">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d4e18d9cf20d3039201fb4f185e0e498275cb06</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721461</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghost</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Qp56T7n950O3EGMsSl81D</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2633">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Parker, Jr.</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'post-disco']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31972</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NyzfcGDZZ6GM25EBG9BYK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/112bf0d1817b5cffc0874ff8f147d7b6ba2b9cc3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9800">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Strunz &amp; Farah</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco', 'flamenco guitar', 'rumba']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13186</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2deda5536104d5ba8f97df7bc0ffc741d662b46</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Vr1fub6eNIztdUNeFPvJj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8565">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Russo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2db5820c35b347bc78c00fcb678558b1338ceff2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5L9DgM2FSb2Ny1vfxfyYU8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9727</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1496">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2896</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QkusyyiLCVP97x3TADKV9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jazze Pha</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42b3e28e38197793d8252d760b36283687331e40</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2795">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RFGnJaDVOyxL9YcFaKatu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7770</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scandal</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7da2c218d4717c9d5b630e31c1398b31bbbbc125</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3727">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10343</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5872173b753cdd590efe3690ec10abc69049d11b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EHdKd4m8DzNf9NhVeJSVI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ohio Express</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3179">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">551030</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bread</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a94fb066d16bf8bafed754f62c5b746357b661e6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70ZTdbPEcEugBNay4MvxfL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'country rock', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4747">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Valentin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59cf37411cfb47dffc0ac532b6c35dcc0a99c8ca</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xJExpmKrz0ZtdlDemVzPk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4539</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5554">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bd3dda91413db9a6da3c06eab258575868800c1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tmrO4BegrgpjNT23vZCd4</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bro Smith</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5975">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BAViIDrv6OSwJyc4XaspY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sally Field</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29c722a6323e047aa31847011b04a306dddc1cf3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2901">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238888</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39a7e5e551639397c9ee7801e0e1755cf2affd1c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'experimental rock', 'new romantic', 'new wave', 'post-punk', 'punk', 'rock', 'synthpop', 'zolo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DEVO</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UKfenbZb15sqhfPC6zbt3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2131">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95301</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lovers rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maxi Priest</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aTuTR5Nf6pVW3837q2ZL7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lovers rock', 'reggae', 'reggae fusion', 'roots reggae']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01ea53faf0f8b627db339586759c4b5205878bc5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9940">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efb41c23947006dba69cced23477edb9ee09c948</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'hip house', 'old school hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HtxMkp03oA3C1d8KzImnm</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11215</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steady B</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2413">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jOO5nZ2XPmc232rNjzqJy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40834</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">When In Rome</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d57e03eeff963a7ed2b70fe8a2f17315b4d312cd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5274">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pLqzTJecAKKbWw0MrDASt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c38156a1328576f71b26e2ac5ea0829926d0037</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Champlin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5207</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7425">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Earls Of Leicester</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3881</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e69a6aaebf4908dd6a8bcc3baf40775cd883d525</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fFA5wvCHgJ4SIqCuIYFNm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3816">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34304</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Nc79lkTxXLSIIHDB8mqJC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0aeb714ae7cd26cb1a01352daf209943645a0cba</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outsider</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outsider']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiny Tim</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11451">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Krj6vYZibCNyVu9iLqlt8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3cbff370b24d096fb255644c0ce581e0c3c66a8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3184</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pyramids</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4172">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3243b8adc66c3fcdbf6007a3151a6e63c8dd41f8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Lawrence</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271pvVqDFiREx6PqzwOX8p</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'deep adult standards', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19090</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4330">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Feber</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vDJaMnB76SSB1l9t2QqAG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10270">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XodN4KfV2123n348vOyhG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b46b4a030f8076447e1febf08bfb2dc6e0e22e5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3012</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seawind</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/366">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d5beba53acf92820f5b7dfb59ce615c99800a13</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Styles</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KImCVD70vtIoJWnq6nGn3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4821657</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8455">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2587937</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00me4Ke1LsvMxt5kydlMyU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca8766a4de6487a2dffa54732c686cf610734dc4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cosculluela</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10753">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic blues-rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96ebb2ea7b445e0dfe15ccb78b21058c6b83fcbc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damnation Of Adam Blessing</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2urmZXhZXbOWdpKuj3kAYv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">985</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic blues-rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2407">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love &amp; Money</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scottish new wave']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rWZGN2Zuv77euApjvZgkI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scottish new wave</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e1e6388839dfe351e5d4570ca0b911b7b632443</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5634</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8337">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vince Neil</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc8efdc6bad3f5a131f550836da64e172da41cd2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6prESDxZHvHyqqYsHSn0FE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67588</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11472">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Pawr6MMX9VBIQ9oUHg7jc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Norman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09e02c4d343c330c6c4bc0644f15f4bc8924f5a6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39779</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1603">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">473778</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bloodhound Gang</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'comic', 'funk metal', 'funk rock', 'nu metal', 'pop punk', 'punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef2843d66c323f827c36c7fb329ab5496ac43ffc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nDLku5uL3ou60kvCGZorh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3442">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ifzzRKdmtgaHy9cfnnyCR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Focus</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/375c4ab6e3f64b8269993b6cbcec8f8b644d654c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88006</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canterbury scene', 'classic rock', 'dutch prog', 'jazz fusion', 'nederpop', 'progressive rock', 'psychedelic rock', 'symphonic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8397">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33037</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'new wave pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracey Thorn</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xFnmid57ZE6iWEXdEXO3b</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4667930aa649a0300eb07fb88981c0560910655</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9866">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raging Slab</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1650</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3facd59f012fadad33cf20df95427c6ba82abdfe</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fZu6rXyZRurOx6tE3dchn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7872">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5303ccc063af1a3c0f983bcd50353654d90591b4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Woodkid</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44TGR1CzjKBxSHsSEy7bi9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">479391</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2526">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56qkRjq9qsAxK5fc7U5moa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8412d6d8657002e91f8cfceaf8736713389c9594</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Company B</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11200</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11271">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53ff865d409d096ac2afb1dcc93b9f1ec9a67e8e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P$C</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ImT3U0pR1u2icS8XjEmJn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45812</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9222">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120130</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1e76a1b084cf325368b46145ed100af9c7abbf4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'piano rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starsailor</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0G8zjE6SsFTlbglCkU8pm3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9643">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66191</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p6LkaobwRZ2v8U46QPtSO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'west coast rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bloods &amp; Crips</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af03e650c437cb55c7f92d4a633a3cd498064c10</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7921">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XZxFuZaBnZBngpxbut80O</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/736a2027817ae50f1f83d5c7b1082143ac1803e9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestra']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wiener Symphoniker</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5879</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1378">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7759</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cVANA4xg8pLvSvg943xCU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sasha</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61f1b585f6df878dfd6bcb1df13e780df41d8075</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4560">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CSbKdrAQne1Jaen7pMkPF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78c07e91254450d6d65c26bef7b7174b3704fd6d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66605</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pilar Montenegro</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3366">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathy Dalton</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/326cdf6ac99f9ac82d882749649659e4925a36cb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MSCiyca9Tzd7ETbHS2W4f</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2811">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TwHRCIu3Xg9fjS3l7owkp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450423</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gap Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/968c983e1a7a274bee42653bb7c2f8e832ccd16e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10235">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5olDKSsFhhmwh8UCWwKtpq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary jazz', 'contemporary post-bop', 'cool jazz', 'jazz', 'jazz funk', 'jazz fusion', 'jazz piano']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chick Corea</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158880</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a917651fb00947598213c8924c9f80e741086f2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5567">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S.S.O</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5O3qjsn9NuTlIWWy6NBr6H</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1912">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259187</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UPcJIhr5K5fPsm4itqT7E</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">After 7</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e33def061f043de3fae3e3f98abeca8045e9a121</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2156">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vMWY1bUrmYoSoEWLiQWOZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'heartland rock', 'mellow gold', 'new wave pop', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228555</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12bf749650a37e56df392f3eee23c8e1b2058eb5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glenn Frey</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9463">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TQwXfupr6fAEV5AgNqIO5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c61ffaa23c5c24ba7b4503f7722ddccd5abd658</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4333</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Lennertz</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1952">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16eRpMNXSQ15wuJoeqguaB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73f86328920c0c31b1bd483fe0d0f7d1cb1c404a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">461903</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'experimental rock', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'ok indie', 'okc indie', 'pop rock', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flaming Lips</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1982">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'eurodance', 'hip house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93504</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b255eba0cea076c5f18460b7fcfb5e1488aeea70</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C &amp; C Music Factory</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7krx6UBDKLwE0q3s3fesqF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8386">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff65fdc68be56172477d818e9dcbc15f23522360</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32V6Iq6lMhd6Oy1KczZGOG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Group Fifty Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7958">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2240aefb70b1fa1ffde22380188fb4d3b0404de8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0e9H8oaYYRCKFXOVv848nt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42155</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Books</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10180">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aab73e04192115afb9df2c3ec505a1c744e7e64e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'modern reggae', 'reggae', 'roots reggae']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Uhuru</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5keeQyPKYRxUCKDMECTXG3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167830</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5822">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Parks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/892182abffcd82f2a1fc6664f2223d3e9a1085c4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZudFjW5ARjLg4stIss1Ct</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3525">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chakachas</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dEvx7Y18jVslvbP4IksQl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5bbcbb31fd1d56cd330755452fa66dfe9f1a2d4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4552</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5186">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/567dcc293769760268a6d6f9302e95870f2e8247</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Helen Rogers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RPCsAEDhOgkRWYaCWSdke</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1277">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77b1746fba24b9bb6395b7574a12841491ebb800</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hollywood', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">998199</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">High School Musical Cast</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gUMs9PE8XZVQyzCDqaYmW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10997">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2018 Dynamo Hitz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dafbf722bc3ffdd80f5dae7a2578875baa066dd5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ubJycxLEy7j9MMwwEOHfp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2592">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2050</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Magazine 60</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd5c6bde11a93f4bcdaca50ab96f1c692d84bf1d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MrXYlcl32SK12YxMWJWte</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3949">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Left Banke</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b56de1ad1266515928dc76800389237b2583da6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10004</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382aCtCMEd2Rg2DmcU9xw9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'bubblegum pop', 'classic garage rock', 'folk rock', 'freakbeat', 'psychedelic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6520">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rGgflnIpRNizTCozbYBuY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f777cc7176915bd6c0676e2abec209030077bd7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422610</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'korean pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JONGHYUN</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11301">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">674</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcdd70880534ef2426e96c660244847c65d362ba</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AX9k5ERS9sFbH7XPl1y4J</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gotti</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3119">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic belgian pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KeIof0zqga5ojkmOKg88P</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic belgian pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21412</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4f6f77027463a436073a4d379cf1c1605f23114</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plastic Bertrand</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7211">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48483</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Thompson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5w75MoT8FfcGOMgjgrj1cz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b17302fe7b4e6f5476f622d149a3e2088070108</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'british folk', 'country rock', 'folk', 'folk rock', 'folk-pop', 'lilith', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1461">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9eca2ca7a8140577894b424f0412e6a7fa3758c2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kylie Minogue</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RVnAU35WRWra6OZ3CbbMA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">850837</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian pop', 'dance pop', 'electropop', 'eurodance', 'europop', 'new wave pop', 'pop', 'pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5261">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3E8iIu6yKztcuEHrKFBNMS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachel Sweet</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e9934a91d0d4a93ebb0a3c67ae208b49788dbb6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1955</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9351">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Ashcroft</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213412</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HGTHrRQkw0BtevSo1jucU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/025d5b107f869258d3c4043d15d2cdfd6ff247c3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8068">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Needham</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yMGs8CtlMVF7RV2XU539m</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'roots worship', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65403</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46112f1688bb284412ae2bf408c03e55f29662b7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/691">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie poptimism', 'metropopolis', 'pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qRll6DYV06u2VuRPAVqug</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250410</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e227293903c72fe67f2ce8231a3e17980e31fdae</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2847">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rL2fEXj4qvOiuAZACDbO3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1897</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Christian</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb9102542f58280b00b31a5d0c6b83e9c1f63fad</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8192">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LoAZDJfD3SGjaKPqs5wEn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c4050ac2177e45fb1d97f54a0ca1e2d2c49cfca</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">460</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Baysted</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11061">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1539</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vicki Anderson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17df6OpG2xomcwY6vJZjMD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3654">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iukgoDYPYloiRAXegzb1I</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Misty Morgen</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7716">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88824</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flame</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1288280cef8df81972f954a170c9d86f60eba68a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s6kyMmJZFgPCHXU0QxJLp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6945">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sara Watkins</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'folk', 'folk-pop', 'indie folk', 'new americana', 'progressive bluegrass']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7657ebb1199c60b07c11df06831e6522b4fc802c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FDE7zZ6jmP8HHb9ej3mek</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26381</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8174">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b8b279c0ec93460cf32d6a43937a1e3145f7c5b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mariachi El Bronx</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SidyBOAgQzRSreRRnsqUb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33091</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1095">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa89f602bf1630354e7e43a977492634e1f77814</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo r&amp;b', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159128</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7u6LfVyYpEzMpHLL7jTyvU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dwele</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10096">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JEhWD9S2znCiQRiGj2OUk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic rock', 'new wave']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea2999026c5a8422b1a6363ef3448d3383bf680a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22151</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lords Of The New Church</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4879">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6w7fc6IZlo5zwBaKT5jU1X</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lemonheads</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03a9734ff13b19d894f99f8469e2a0ba603bc205</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative pop', 'alternative rock', 'boston rock', 'britpop', 'indie rock', 'jangle pop', 'lilith', 'lo-fi', 'pop rock', 'power pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124256</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6411">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0d1d7a0f369a697140a570a4c682f5f948be523</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44tQC1PjxXIpEgW0i8uN00</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49870</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'modern hard rock', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tremonti</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2898">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c921fd7257a10effa00ae4ae34ae98c5bc24699</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian metal', 'classic canadian rock', 'classic rock', 'glam metal', 'hard rock', 'mellow gold', 'metal', 'rock', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188931</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YfnJEbTz8QLD5FusYFwV6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Triumph</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3313">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'new orleans funk', 'post-disco']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9469</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3R2oR0SQba16AZZaoG94xe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11b8e662119dc534a319d7b6ba3839ec2e08669f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chocolate Milk</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3151">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/398f88b140723f96264b6d4960729e5f3d6fe00b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Millie Jackson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'quiet storm', 'soul', 'soul blues', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27XI002zivG9xuzrZ9dIb1</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57084</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7747">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50411</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new americana', 'indie folk', 'modern blues rock', 'new americana', 'roots rock', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new americana</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FlpoZvmdqEMfKIzgMmSJX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04aa9bce742eeb1a1e42afeed39ae463bb9a98ae</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Roddy Walston &amp; The Business</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7879">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/159f174c396f3481e537905397181939d0eba9bd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">412254</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YZEoYFXx4AxVv13OiOPvZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Devendra Banhart</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6728">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66351</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d10eb42943c8e827f81377971e62fc5d0acc48cb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Thile</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dyGPAYZZHHW6WIqwKN5QF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'classical mandolin', 'progressive bluegrass']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6738">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d13de7e696dba7e5441b2cae545caa72cf64b9b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colton Dixon</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143911</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52oVYHQ99ORZzeig2YGo4R</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1179">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zn69emN3uZsF6YwCrkgYp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trent Tomlinson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100230</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d74b94c9b8613ef276c0ad66a09ddd187dd26610</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10828">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eec13918321bd7b3e0115b7512657c69e77d1950</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fever Tree</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aQ9yNqwgxQloUB1nc7Npa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4761">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1674389a95c538e3625ea0a498ac8335962976c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiny Rocket Man &amp; The Jets</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6l83OHL7vuYoUU7c0YyHvq</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9483">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39613</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd5fe53c1d5727fc45812c9be3c2d68864fff4c7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandi Patty</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RJYPm4gcrIuOjQiqu9VXu</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'christian relaxative', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6783">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hollyn</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E6Nnh7AAOVajEHHRDALav</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166042</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian hip hop', 'christian music', 'christian pop', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74a1dca6456fec7fddf91d37db4e003326a065e1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7108">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SXEylV07TC57eanSxxg4R</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stick Figure</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202557</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'reggae rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aac902b64ee2f6dc4c38f9fb42c3dd4be94d3d22</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10896">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Ochs</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/126fb380221d7b0ed1d2e2c6820f652e3205a5e8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JhQGw54MOytJP3GZ8KNPo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'folk', 'folk rock', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23557</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6893">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norma Jean</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55b0Gfm53udtGBs8mmNXrH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94138</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'deathcore', 'mathcore', 'melodic metalcore', 'metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f4fb36a3c564d0078be2e21962ee47724747b44</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10728">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38ghpVkkvBf5wugUg4HW4G</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2460</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'classical tenor', 'opera']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c0a42ae7cb94e58890bec4c552ee8bdc5093569</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Schreier</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8351">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">790zb9Bg9j2lDTxslopXD6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/286c71334635eed5cd95be5692d0767f8f69a6b6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cyril Ornadel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7678">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HySSUk2KthFj3bd9R61ql</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ba080566a5231f2af388eb8c8ffb81237008344</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67278</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scott Stapp</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6813">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195341</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock', 'gothic alternative', 'pixie', 'pop emo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20c0da39ef7f7708afdd9a09c049661fbf83596e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Icon For Hire</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Jy0lTKAQDnTklKzF0g2o7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2647">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german soundtrack', 'synthpop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/595485b5a0d83252a95f5fcb21a7101f73b08386</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german soundtrack</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Cf73Z3RZQTH4V69GSDxnv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harold Faltermeyer</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13578</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6180">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d994a6f44f86b956eae538596c8d00a7afe5a9d5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2067</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorne Greene</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CHyTolf8RTuUaW4yYV52d</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3046">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Switch</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273A7R9wiZyELSDRw8HvIj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4fdc14f5e258ac2eef479098bb5d41afa235f3e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4773</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7897">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ra Ra Riot</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e41a0f6cc651af33494a4fd6e0fa7c07a3f3e08d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'baroque pop', 'chamber pop', 'electropop', 'folk-pop', 'indie folk', 'indie pop', 'indie poptimism', 'indie rock', 'indietronica', 'modern rock', 'piano rock', 'shimmer pop', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159292</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FIrstf3kHEg3zBOyLpvxD</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2268">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1581135</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fBCIkoPOPCDLUxGuWNvyo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70ed0b201cafa20fc3e3cb30a916f91adbb604ed</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poison</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1812">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap', 'turntablism']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KRS-One</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/223618117b06176ba9ccc49ed9c3cbf0a07e9fa8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gINJ8xw86xawPyGvx1bla</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317662</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4046">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mexican rock-and-roll']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mexican rock-and-roll</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08592642a23876c94bd2c74ebbf9acf62a789fd8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8669</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65t9bQlShQt2XgkYr5XyWK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Johnny Jets</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2518">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a69f85e193dcd72f84ee6909fbdbbc54f88a7b8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Wilde</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237850</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73a6pNH4YtLNgDbPQwXveo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'europop', 'new romantic', 'new wave', 'new wave pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2818">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'folk rock', 'glam rock', 'mellow gold', 'piano rock', 'progressive rock', 'rock', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JsMj0DEzyWc0VDlHuy9Bx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1333341</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Supertramp</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eebed895cad509b17c7c6faf47f21f1fc35e8829</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1200">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187849</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f89ea1a94c3912412895aa6875f59d5d6b5e8b0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VKTLKamj4IH8OfQbUL0kq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dem Franchize Boyz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4731">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Frank</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EDztm3AezdcJksqJx1W2C</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11098">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46FhgRKNLcnmNuMyK3m3RE</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c4dc42a0e4282d5dd7fbc69a968fd9e68a238fe</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orquesta Música Maravillosa</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1539</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7924">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">612621</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5419a05563a9ba8cb16fe207199c298f621eef85</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'digital hardcore', 'electropop', 'indietronica', 'neo-synthpop', 'new rave', 'nintendocore', 'nu gaze']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7K3zpFXBvPcvzhj7zlGJdO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Castles</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1007">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hurricane Chris</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9349596db90c1b27c1a00b1f1946c5b40b4f75e4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fQ46lgoUCz8FVXdTVNk0a</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151198</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2664">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary post-bop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Metheny Group</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uBSazM6snEc9wCG3jMlYt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98110</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary post-bop', 'jazz funk', 'jazz fusion']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1398d218d49420372c916b3389f125e0c92f8e18</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9101">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4e27lOSzk1nvSxpw2BrrwT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b9d95e21a905e3ce33cb4d6f35f435e00cba338</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard alternative', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16763</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Revis</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10315">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19738</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a027f2156d4ff3f48e83a94dfbccdc4b0b0aafe</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Banks</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GoR8CuoikLD53GNMZUGHN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6298">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39xmI59WrIMyyJjSDq6WCu</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crowder</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15eb799b56e88002a13836cbe21f4687f15b81e6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188941</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6868">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303806</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mick Jenkins</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FvjvACFvko2Z91IvDljrx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/907b3733f26dafaceafb996212e1906472d3437c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'conscious hip hop', 'drill', 'hip hop', 'pop rap', 'rap', 'underground hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5529">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keishi Tanaka</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['japanese r&amp;b']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d69ca542706df65e2b4e435e30434747162d3a8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5G0ElMmupqds9jeahi6BSK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">japanese r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5155</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5210">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f987d27abe203d06484953c6138aeb0ccde4ddbe</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria Vidal</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">683</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LjSu2y6anCHCsVAHQdl8Z</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8519">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'neon pop punk', 'piano rock', 'pixie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e64c5e044506d2ca7510faba3ca40e1dddf8f4c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M6SYbj2q4kUUrz9zKVqKZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Between The Trees</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16621</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4420">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f91dd2a87b8eddf73f2f64f361f3d9b255eb378</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TuQmYJdsmdJc48SM3rtV4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flex</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11197</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/221">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be68f3965bd2b824f75328f2d93c9d934bc2cc6a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Chombo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'panamanian pop', 'tropical']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36644</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iSZjc4kOoKZKiBXK5HbwD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2854">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'pop rock', 'power pop', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">607891</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blondie</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbd371b220a054a542279f499fc024044bece495</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tpUmLEVLCGFr93o8hFFIB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11116">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Abel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184MRGvNT4misAEJxtkBWi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8339d9420b154fca338a24c598f54426c0b5147</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson quebecois</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">741</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson quebecois']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1150">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BMhCQJYHxxKAeqYS1p5rY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'pop rock', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63a598d126200b22680e8793edff9044c1e86ec2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hinder</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">947875</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2805">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afdb32fefab1d59e06827756bb37c32f948d09b3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toto Coelo</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1003</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6J9jWZeMO2D14IJEO1gbmr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8557">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6fc6029c736506e6b31bbd2479242aae408ad37</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neal E. Boyd</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OUvZzCCAqC8SovTJ8wYWp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9533">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f187d9c7c83ec1c968a980a228beae299b493470</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127464</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'post-grunge', 'punk', 'riot grrrl']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L7</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zMQOJ4Cyl4BYbw6WqaO3h</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5645">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67d745a58c74618c7356dff72b114fc8e4f8c7b9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ijfifZE6A8sxwB5Daeb0P</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Goodwin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7795">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropowerpop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181039</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4frytKnOBrer4QVPWynGtX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropowerpop', 'emo', 'neon pop punk', 'pop emo', 'pop punk', 'texas pop punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/585562c65ed4ea4aa1dddd99412707497f30569d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Forever The Sickest Kids</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4372">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electronic rock', 'electropop', 'indietronica']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shiny Toy Guns</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UocZe4AprSYBvmn3J0oqY</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86979</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fda38920840919fea511221c22fb82a73b2b0bc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1119">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4S9EykWXhStSc15wEx8QFK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'dance pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Céline Dion</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77215e7613ba135d71ead7c51cfd729fe41e0f03</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2707343</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7803">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b40140f2416568790e8497318f564e21f37bde4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179482</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'funk', 'hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LhTec3c7dcqBvpLRWbMcf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madlib</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7150">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Il Volo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">318611</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian progressive rock', 'operatic pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dE9ooTNz8iEKIKItRI66t</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8efbcc9c6f8208cca2fc0f534f1831ceab329ea</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian progressive rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1418">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43ZHCT0cAZBISjO8DG9PnE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Presley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock-and-roll</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5629fbf1c4e0bc4155eca3e08a2b98065eedd305</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3328510</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7965">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard rock', 'louisiana metal', 'metal', 'nu metal', 'post-grunge', 'rap rock', 'rock', 'sludge metal', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DOWN</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1m0B9ak05G0jqDY4ACLhQu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/010fd56976f3bb1a3ad4ab1158069b1d60d5648e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196862</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3242">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33417</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver Convention</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17cd0105823d5e79b14cce90d5a564f323fe4d4d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QHvbEwccF3WANUD5lEIuA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4574">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/055b460e3b16a44893067ba6746dccc202d39612</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QPZhx0asYTBxD5RDqfU49</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'hip pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Rob</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80823</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2245">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chubb Rock</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6faf3891389ce16baa05ac37368a1ed6f50524c5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59229</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dVRITwfej74WkmNpgYVPb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'hardcore hip hop', 'hip hop', 'hip house', 'old school hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8033">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gossip</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sFTupo9UGgrujjN21BjwR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251951</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electropop', 'new rave', 'olympia wa indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3f20b0fca463b9e86e0962df199ba82b2ee115a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5096">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5562</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Reed Network</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9a3184fad2ac61c978ccbc1151a4e7841d73bb8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tAiPLHijfu43jui1XuiXq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1797">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KLVlDcMeFn8H7sapLZsSV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Refugee All Stars</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">881</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6403">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'indie jazz', 'jazz saxophone']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kamasi Washington</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee83007e1899a2f9da5fa6d0394831aaef441928</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HQYnRM4OzToCYPpVBInuU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245006</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7168">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foals</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">908210</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d94c2d9fa372edd87ce01eabe61351662a17bafb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FQqZYVfTNQ1pCqfkwVFEa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'oxford indie', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8057">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian rock', 'christian rock', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pDRa5fS3myWSP0fpIUcNl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evans Blue</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156506</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9ede727e26d3cac91b505d0e354a8eceb905c34</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9680">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AhYnfs5mzb3ennyLFXlYD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79f595ea0b3ca026a7fd2edd149d6f9bc169644a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ottmar Liebert</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37879</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco', 'flamenco guitar', 'rumba']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10572">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep christian rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4037</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep christian rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VGhQcrTSOCL9AWSMEZdPR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mylon LeFevre</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/987ae69e0dded1d1773fd6a9acc148c0beec2199</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4453">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhythm Spectacle</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83ba073c8fa09fff4a7d680144c03c895f71c8b0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GktICKX3ztnngGl4WPCNV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1827">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbra Streisand</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba44985779aeae639d99c3c16c5b81de5ae4bea8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'hollywood', 'mellow gold', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jmTilWYlKOuavFfmQAcu6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">547653</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1175">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54kWB5z9SbenPFQXtBDUBK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paula DeAnda</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89bc1f355a5cbda9127d92451c407e2645df19d1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221643</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8692">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IAZ2xX1Ovh5jxhBWE7wda</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b40a3ae8f1c5126750b6330770ba0dcd66cc738</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256934</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donavon Frankenreiter</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4336">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0f5cafcec0d4a3908b644b6d219c145f3f9790d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14ydUlkpIt5LKzrUWwxTpT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1844</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ ReDo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3459">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16252</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12aa43bc836e2cd0584d96a47259dd87607daa0f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cal Smith</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yFnqoyp1e54tZEY4ykvNB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2075">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85170</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jit9WjiAxxvdA0onOHBLd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daryl Hall</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a207ec18fb29e130559572b79333abd5f3397de4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7855">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">932550</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drowning Pool</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/774c52a24eea8147371a71128f018d494784da74</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'wrestling']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1E4r4z7ivGUcSAnCbINJ9v</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7932">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P.O.S</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/663a8bc0f48f1dfb0a953c63e0598b50c665a7b2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'minnesota hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sH7SLGP6BLOYDtcP6Lm47</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32961</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6888">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indietronica', 'metropopolis', 'modern rock', 'shimmer pop', 'stomp and holler', 'stomp and whittle']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LVPGE5jPPwtbGslx07YR0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121072</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kishi Bashi</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4dbf2f3c378f9ec16e41b418193c736cd7363178</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1218">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wreckers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jI32eTOcSx2bn1MGgRyei</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b599d55ec9592e8a3010d4b948db1aa8b4a0bd5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52977</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1425">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flipmode Squad</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8703</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JXCJDLGh1k9cg6JbYCpYl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07d6e0c1ea9d7d7e0cbccad4a6d821284cfd3108</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7044">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Word Alive</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CF8aEN939swnuIZGFI7Hk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7774c08fde1980385a683ac9ae06ef614251db3f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo', 'trancecore']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193465</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4555">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OU0OH164ypvP4G3AYynXs</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Huey Lewis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1003</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cc09f98bae551b01f0be5e7c46c9b5fc9d92663</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1658">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Boi Of Outkast</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yVkpQ0tI2HppC91xDz1nn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3487">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vintage Caravan</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch rock', 'icelandic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06f5ace253236d0a52b3126ea7f51e9898a48a19</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61MH29rMIyOfuK7KXQznzX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19979</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5036">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7df8fb62afd1287636381ca2572ebbdf1960ef4e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El DeBarge</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128887</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xO4f5QyPMYnCPRyRveBSD</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2163">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2idz5iBEl0H3QKceArFVeo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/962878776c602f68375beab9420536f2c2e722d1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">984</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M.C. Luscious</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4290">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda Brown</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1979</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11VRTR3lSXmFs5YZfmNOl7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cacd892e44ad7c264a83de846992aaf1e4f868d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8630">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katt Williams</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46571</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/124a673a828536ac60632ec9829e31e5e12e1815</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23MPAWNQLgjmhquLiZ6tWg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2661">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65Gh3BfK84aTIugiRCgLBA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Edmunds</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4b4729efcc953971c6935d03e9f03f903a60376</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34362</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'classic uk pop', 'power pop', 'pub rock', 'rock-and-roll', 'rockabilly', 'roots rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3971">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darrell Banks</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be6f9da7f168f3bad88c8e4ee804269e75557f01</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'northern soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4381</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vWhw0XzIKRr5YUsYB2w3m</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3632">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crosby, Stills, Nash &amp; Young</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CYsQCypByMVgnv17qsSbQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">632268</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66c24dee5d65905dfc3162670cc9fb760bd6653b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4234">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweet Little Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['musica para ninos']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HBA3bLuJTLRvjK8NX9ZSy</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">musica para ninos</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bde319ee08d8f9ce4a46be257437910df43fa1d3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20088</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3985">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge', 'operatic pop', 'vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MaJrqhwysKwbvDePyAS6l</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Vale</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8444076dcf6ec115fbf9bb2a45a7a50e6918d30</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31015</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4124">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Viceroys</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1D9gvipi900QNpsgh679xb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4228</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'old school dancehall', 'reggae', 'rock steady', 'roots reggae']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b10939db887d3c8bbac4528010941030fe75a920</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8860">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Army Of Anyone</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/897d2909bcc2c8104c923d8cc8a5bb2d3510c45c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sWV6JDlCwRVNPeGk4p51c</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7491</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/86">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YLtscXsxbVgi031ovDDdh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e11519e9cd6bcc5777a2e2a1cd47d0ca19446882</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1734657</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Stapleton</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11365">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rrgcQYYsHc2b6J16sE8O3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40dca763093cfe9c19da6f840a153c2c94067c3d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Olde Boston Tea Party</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2740">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17428</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'pub rock', 'roots rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mink DeVille</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc1c904340aff073e32fb8ad641c240b3a8a08c5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Oedz03PvIZQvBJBneRd9S</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5306">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Y5abCLsMxsOLaZ8rYusSR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'classic rock', 'country rock', 'folk rock', 'mellow gold', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57120</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pablo Cruise</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a9e4be73469f5f935f28afcd8eecb515e4232cb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2884">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teddy Pendergrass</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">486861</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec0690f07494a106579541d4c15b529df38bf140</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'neo soul', 'new jack swing', 'philly soul', 'post-disco', 'quiet storm', 'soul', 'southern soul', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68kACMx6A3D2BYiO056MeQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7594">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Durbin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YHpeM8l5FGcYTb1EfXmzB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37018</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f748c533c686cabdae165800fa3c018cb3c4f08</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7510">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eno • Hyde</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Rp3pcr8W9rhgF8YhHqplP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5854</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f5dcfe0e83c48ac30137dd0973be49a77bd58b0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4084">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b33fe20077c80ab2fcbed930634eeb8d76a231bc</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie &amp; The Dreamers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39641</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wCc2Wgga1H8C7u57pcqYk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9977">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cPYngDFgZ8cOapCBCrs14</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'dance rock', 'new romantic', 'new wave pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22344</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18de7623a8144452e98dbc3735a4c76541fc170d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Christians</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9687">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d4fd4d382d4df4ef7bc5f109bcd35f6d5ef2cb9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19797</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Connells</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zAhmxuw1F3HmulPuy1RAb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7017">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electropop', 'pop', 'pop rap', 'tropical house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snakehips</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289565</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9056ac3642a74020a094c7441907453c5ecfe943</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FwJwEswyIUAljqgjNSHgP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/347">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Berubt6ysOy2LCMyqhmXP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">YFN Lucci</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1201989</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4cb0aad2667a3b8b9ecdfc3870c0664cab923ad</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/878">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db2fd5e973e100d034267fc05ae679d27cf3df2e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34dZRjYum6vVBGslgYaBtB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vika Jigulina</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5666</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7169">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wqP36o9lqWteOCxBnXlwx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'melodic death metal', 'melodic metalcore', 'metal', 'nu metal', 'swedish death metal', 'swedish metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4927683f3c0e55a037f5cc124237e4934e4a8be</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soilwork</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168157</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11359">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ec01aa42a4e026daaeae71c04f949488863d871</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Street People</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Krwyhy4UqmQbOtYaZTiiW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5078">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2N4isf5pypyuDVpBofqEN8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cd1cca04de97a0f30509405964203cd5326d2b1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46041</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'scottish new wave', 'synthpop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midge Ure</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8307">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20215</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbd7aaa1afe2c77ade555ca5b70c97bb50917eec</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Sjs7s2hvAakgayaa0f34j</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AM Club</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11447">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bloodstone</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37391babcfcf7439fa170b2d3d9fe5696bdecb46</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WCp2TFJRkB9lzIONOiw71</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1960">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andru Donalds</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7162</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wuHLh6AEK7selBuj38cRz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edef9217bf1af2b397c0b5e73a53b3b388b5656a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8416">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B6TQqMQNF8DWq7XoAr4kf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murs &amp; 9th Wonder</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6b63962394e6b91c92aa0091a5a0858fdaf810a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10387</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10657">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1K7rPB99B4dqunudSvCJcw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Weaver</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7741475a9082987b98432e82b6b7ac112f481926</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9442">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15961</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a3c3095f321480ebe236ec40d29d7bf132cc8ce</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bounce</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UCdRFeqjWkrPvTevKhmwv</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bounce']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghetto Twiinz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3993">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Hawley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british singer-songwriter</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7838e155a53cd0080fbc0f1270597f24c8d299c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82957</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british singer-songwriter', 'britpop', 'chamber pop', 'chamber psych', 'folk-pop', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZsnHGOLYFg8CAHQQBc1ut</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2705">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2274</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pA7zSeXbEzpeLDbDNhDer</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d2ff5bb6a9579fca12537d13d8b31ab78d2b8d5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bus Boys</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3006">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101041</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">YELLOW MAGIC ORCHESTRA</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a51d72dda81e13020994a4f0fcbc6b46c61cb8d9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'japanese city pop', 'shibuya-kei', 'zolo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JIf5JxI3ypOSfrfNIIMQE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8289">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reading</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Hornby</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WIvvGyPaFRxTuwBZkbqoD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d88bb2c26f888c1f6ec8358ae22657025af83645</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reading']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3868">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4929</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5x9DWz6SpEVu9NgL8aktm2</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'canadian blues']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/063af76b7b94d67f520c85dfd25c45cb609f9c7b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Long John Baldry</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3876">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wonder Who</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16ExMdhyqsV5JLFj7al2Qg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7472">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'celtic metal', 'celtic rock', 'folk metal', 'hurdy-gurdy', 'melodic death metal', 'power metal', 'swiss metal', 'viking metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5X0N2k3qMnI8kSrGJT3kfT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295264</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eluveitie</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/394e7c9e21fa0f94633424c633ef5d4f69d713f5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6568">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sons Of Apollo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo classical metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39688</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oBGGy1VOs6IHOa1ZdUx2f</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo classical metal', 'progressive metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/969c47af6d72f3e80e418c4861d8be448ce36293</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10279">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2k3lgcrKLU6GpEFBm9ueKJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/884b3dda104df4f1ad1e7c67377806cb5d985d93</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Invisible Man's Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7853">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9266ba92c855bfeabc4509552a67fd2a68b5c939</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joan Sebastian</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2827257</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FsRH5bw8iWpSbMX1G7xf1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4010">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49WlsIvcUYj7Awo93hDKgf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Walker Brothers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brill building pop', 'british invasion', 'folk rock', 'merseybeat', 'singer-songwriter']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/847cdea9f05b02786b00db7f3a4ff50cbd31785d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27786</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10337">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All In One</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23d4ee1d0a12782707804871cc5595acd3e89307</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4471</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MXDSgITltdRMyBikZiaEx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10485">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ciarán Ó Raghallaigh</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SNevPddEPYlIIXqQ3Al3j</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf6c989e782555ae40f47b1956df198e5991b02c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10817">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'freakbeat', 'psychedelic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Electric Flag</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/188c9926c47fbeb9e8577683a39d40640b242622</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11836</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qyfxCyE6JsPkcGVIOPpyl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8150">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ucLPotcQNI7AViFytdhBz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'dance-punk', 'electroclash', 'electronic', 'electropop', 'indietronica', 'neo-synthpop', 'new rave', 'trip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ladytron</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146389</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb6c8c3e0a9b0ded96a57f64736a76857c58b4a1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10418">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gentle Giant</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hrQ50kU6hMQBVLatqUqnO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89405</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97f4e6fddb4b21278142c3a99d99d52f9f19e4b6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'psychedelic rock', 'symphonic rock', 'zolo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7656">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/757724c45f00c2c88980c50cf39f2e13fd200124</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ffXbLm7KIcfu3M1ee0UkP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Algebra Blessett</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27610</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6615">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2K3xysAFpeFSH3DG0zIErf</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lynch Mob</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56362</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25abfe88a16e15beb59e1595e48b51143ce21b4e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'modern hard rock', 'sleaze rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8588">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian contemporary country', 'canadian country', 'contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dean Brody</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0351d7d5a5079194f932b910f44b318ceee909ba</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79409</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ryF1Gy87xVCOF0Jb666ak</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7040">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33EUXrFKGjpUSGacqEHhU4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ad7f961423843597bc7d6c6691c9988883dd794</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">784445</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'classic rock', 'dance rock', 'garage rock', 'glam rock', 'new wave', 'permanent wave', 'post-punk', 'protopunk', 'psychedelic rock', 'punk', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iggy Pop</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3426">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">halloween</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby "Boris" Pickett</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['halloween']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42MRYPhQfcEXqb18dl5ERX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/120fb5b93274fd39d1d761e9dacc71deb891eb95</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10115</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6076">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'classic uk pop', 'country rock', 'folk rock', 'freakbeat', 'merseybeat', 'psychedelic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19188</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/095143916b6a4e87be8df0faa0e4387a577af968</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DQj1q0unpi9KF8jO1Wqks</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beau Brummels</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5001">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9a33ccb11574743ded93de313f9da06c31e2e95</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kymaera</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NPGTnGiCEaAK4mCln3ReQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3163">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101679</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnnie Taylor</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78cb5bffe86fbc47476566ca0f74afab722a351b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'memphis soul', 'motown', 'quiet storm', 'soul', 'soul blues', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OGuNAnRFWZOgOA2d51taz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4840">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2N6miqLGY0TbLGcG42naDC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc10f61b965c8fcced0c8ad4f525857dfc5ff852</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vicious</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8378">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spencer-Hagen Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WgcYoDNt4M21fTLHSu9He</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8473">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giovanni Antonini</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">historically informed performance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1185</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6p4RwKsAymPrqeEEluZECW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab444f810b7837eeb1ba1c62640ea084b08e88b9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['historically informed performance', 'orchestral performance', 'recorder']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5384">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67K9nZU3LXIwrDjxVOO9IG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3548</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3cb65773880885d7cba5ccb809a79910cb7a4b3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lauren Wood</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/836">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c69a762d911c076f750a18eff1412daaf792876</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96354</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LmYIx9kSWBJOWbP4xAxb1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'uk pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexis Jordan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2048">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76831</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bcd5939ed5e9a9bbab3e74a114d265385ec9df7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3j7Sw80qzL2FJlryUhI3wG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lovers rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shabba Ranks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lovers rock', 'old school dancehall', 'reggae fusion']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2137">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0eaeeaccb91d1c9ea4c7d3fb12cab07aee76c70c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['c86', 'madchester', 'scottish indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soup Dragons</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16915</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c86</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BEYGWk6aPdNXxBx9pwU8S</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5858">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Barbour</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GYji1T9sKPH9UIqybQG7b</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4567">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2quHEq7N5G0lU7keIHPJUd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54a9e78044e605dca687c8a5e92ab1dcb9c6a159</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2073</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Country Gentlemen</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10479">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CHhVBXSF764Uot9sN2i8L</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indian jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shakti</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indian jazz', 'jazz fusion']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13247</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd7bd56bd5b07428ab54c121304f9c035b0d00c2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10395">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48ba4c7a472c733e480d89ca47a58f34634c931d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wvkwvDNBOQ9FXRQGfBxIv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">moog</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27876</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isao Tomita</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['moog']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5123">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a58ebc53e0285619753817ace0cbbdceeacc74c5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PhudjhDxGsEjORrODdI3o</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Partland Brothers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5357">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/512f139c843c4540e0fb2a39a1988ac734b616ed</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KbT65bEjMTsMndf189Lq6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goodman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/306">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">291483</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c875535a56ceab280f5227806f90b1e340bafcde</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lauren Alaina</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1v3tdpIdBSW14rHUfiEVOv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5278">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87efb0264a880893a1486e37a25733cced3575a7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TYe8MT9vU4uQe9JuTgFlF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Miller</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6675">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40DqL6Tv84cKT2pH2NMs9r</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'progressive rock', 'rock', 'symphonic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Waters</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">801242</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8c281a01064dde4c3cbb85ec414f0ac61e1f86e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5141">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Warne</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Af8RjdalPwHNnsIMwqgaj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/791">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Havana Brown</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144856</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d84b2d8bc50d01674548acaece223d10c0269293</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EVWYRr2obCRDoSoD6KSuM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian pop', 'electropop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4689">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc13fe3983eabe6bb96b851d269a08929ae11bb0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remix Hits</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2euRJ9cyDzSHFWIW2iQbLC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6287">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">443227</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Summer Walker</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67063c5e3c7d6619ea59c3339e32f856afd9c48c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57LYzLEk2LcFghVwuWbcuS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'indie r&amp;b', 'pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8109">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3V8Gdws52TzoL8WLZHvpzc</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92230</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d5b73e54371b30df851e400c56d2b1a5b1e2284</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SafetySuit</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10415">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TMFgOxugjho5stCdUSGBc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0b7f6e67628dc3c8ce86c26fc19d955235f9f34</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Animals</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1514</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5084">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8a3cfcc22d6c42df0bad47a9b23aa2525365387</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gardner Cole</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2erL0sJuEBLHbOPsCilRR7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10871">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce60c042250c7ab83957131f336ba8d23353314f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8854</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Gleason</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2F0kPpQ5mtta1ORIyO2xex</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'exotica', 'lounge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3374">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7z1zaOeWiHpl4SD2N9ZBgk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bloodstone</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f7658640951bff75dd0ec00c9b669e3daba8293</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85205</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/977">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nelly Furtado</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84893281888b8f84b1580f477dbcc7bbaa5a1712</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1618381</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian latin', 'canadian pop', 'dance pop', 'pop', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jw70GZXlAI8QzWeY2bgRc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian latin</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2458">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'hip house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10702</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S'Express</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81a81d2160fe156e64d608e844fed264a6bea132</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PvqyOwynRF4BveaU6IA7S</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3722">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove', 'traditional soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clarence Reid</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ffe0fd9edae342361eb4d08fac12c7c887e5ff8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2962</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kVUxIDOOo663d1gr3dVZo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2428">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terence Trent D'Arby</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86bb885f249bbf2e3fd9628b8bce304c73abaef4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JpHKf8Ztyd8HXU8p6m9cc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282480</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2932">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0I7UnRLIdCD310ZBgeuqh5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JD Souther</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24893</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae58b6ce482806158f50f210fa57aebbec7d52b5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8574">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Utada</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cfc45b326fc37dabc70a9e42f459be3a209ab6b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cOksS0L23DEPJd3JwMuVs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66211</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1278">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MJG</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'memphis hip hop', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pDFdYZARPitpkfm44UsOQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/079e9cb7a8ba8df6d5ebdffc07a219e71ce8c722</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142295</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6543">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d258f00c11f658bc5d3fbe0b5491200996836e86</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian psych', 'neo-psychedelic', 'psychedelic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2758125</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tame Impala</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5INjqkS1o8h1imAzPqGZBb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian psych</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1123">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juanes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UWZUmn7sybxMCqrw9tGa7</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">colombian pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['colombian pop', 'cumbia', 'dance pop', 'latin', 'latin pop', 'mexican pop', 'pop', 'rock en espanol', 'tropical']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4b137ec88769cae378ac17b6c8bd7ddd0ce350c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2431752</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/963">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IYUhFvPQItj6xySrBmZkd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a02c89d6abef58ad10832020c06f6a8a38dd9a32</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'rock', 'roots rock', 'southern rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Creedence Clearwater Revival</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2850682</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3437">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mistasy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2k3Vs5yIBGLfWd68q4YVWz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19fbab7218d15d00962ae87bccc16094b35aeafa</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4531">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24644</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Kelley</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bb9af07aad4119b171319d6a584afb9349d2f3c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yLlQimDTRrACa45u50LXW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1066">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01Ppu7N8uYJI8SAONo2YZA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melissa Etheridge</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211305</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0ec9447f53fa65060f03ae4b9c9c4632ca18864</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'heartland rock', 'lilith', 'pop rock', 'singer-songwriter']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8425">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9756d846b926929c61f4aadd79cf561fc457b497</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WNUkxJcJeliFx9KXWXMgs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100840</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bebe &amp; Cece Winans</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3615">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RYGq9WQK5OZZtOWFsz46y</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">McGuinness Flint</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cb0bf5c07dd14b78c231551acbe47b652122f49</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1718</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8294">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29YJnMJ7MoLKPM04siMnP5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06b77062be28e902848a4715f229f1fca7d5ab6a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coffey Anderson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21190</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10373">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1851</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e53631adafa73f6c30460bf2794e57e52f05e81</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norman Connors and The Starship Orchestra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ks3hDMH0o099tTEV5LVyx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4366">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10720</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1de0a94a7c3d9611dbda80b8c02b7996f81b0a2f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GRelLAVHzwasg0Ja7gJUy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Karaoke Crew</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2043">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'german techno', 'hip house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Culture Beat</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BZ3BHzfYwpd3k5TDnvAz8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65319</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c1a4a85b3030b699a785b0744dccdb7ab0444b4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9435">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22987</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9ced0fa00c299bc26115377f6b309053a285951</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lKZzN2d4IqiEYxyECIEHI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Mulligan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8297">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bebo Norman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f1bf303ca8adf71adc81faaa4d34ee7a449ba29</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28893</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0acFxGm0vYIfwTX4NRlEWd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/209">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'r&amp;b']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2669206</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kehlani</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cGUm45nv7Z6M6qdXYQGTX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7342a80c88cde669b25b0776b3283f8266a65e70</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2347">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zRwW2z5JOtEgK5OESwlgx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Lord-Alge</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11474">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jug band']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Kweskin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3b5nT2xx5jbjaYuQJWhZG7</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jug band</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/700f39aa7441ebc2c733251ae6a19e17370d64ca</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1036</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4142">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1242</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4i9IEoaY6Q1v3Puqz3PwC1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afeb087384d9f8baf3975e6b54c8c8ceb27e235f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenny Welch</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8973">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'industrial metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76df3fb57922c77f528bfb7822006297658b8241</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3n4ersmDo55xV4fPSCKpXb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144694</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adema</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8010">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73157</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la indie</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5euJsEvfrlfhYDorMR40OF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd13c52c6898a29f312c31ddc5d5ee926a96dae3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la indie', 'metropopolis', 'shimmer pop', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Milo Greene</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5777">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4420278bc8515facc883ec5183fcc283b4b09b68</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12302</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Francis Lai</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'easy listening', 'french soundtrack', 'lounge', 'vintage french electronic']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Lf3tvw0Rzwr38KDrShstn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5025">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young &amp; Restless</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2cc6585b6709f34ac70e66fd829864643940e87</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">402</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3frVgP8vWBbUTULYK4KPBQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5984">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorraine Ellison</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7h38QSSoFKgb7WgNC7cZp0</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2194</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d52c584d0c0bd5fd2e0c7a6b69e8f316ce7ac75f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5982">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie Scott</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4129</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0ba482b1f520f04d72416ed2763219bf809635b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uuQLSmKyXSXIStTYGKLrT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3913">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fqd1tgX1D2YESwxzr2cvd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Lost City Ramblers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3782</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3f7f59f9594db9f9fe5a9063abc2ab0dd07b261</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'appalachian folk', 'banjo', 'bluegrass', 'old-time', 'string band', 'traditional folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2448">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'europop', 'new romantic', 'new wave pop', 'pop rock', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xkAwz0bQTGDSbkofyQt3U</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Belinda Carlisle</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">321475</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34255893ffd5d4ccc522458d377b31bb434cf5ac</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4109">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qTIfDL2vBOOVyyAqwXxWJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dolphins</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c422806d927cbc5fda309b40e6dfac6c86bf1fab</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10608">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/692e7953df166daf966e05046023bafa25e85ee4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Sinfonietta</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gTmVfwgHNFdCULHawAV3s</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1667">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'disco', 'hi-nrg', 'motown', 'new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b8a97016743ba743e42f29f513c8e446c5536e7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eogQKWWoohI3BSnoG7E2U</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">804021</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donna Summer</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2679">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4n7L1vYXp4Dt0HfxaLBj9l</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dazz Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137054</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'electro', 'funk', 'motown', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1d9a23a6cc97bed6bdf11e5365bc8b8343cda3d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6983">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'metalcore', 'pop punk', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">244695</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NUOfvAhA9AvsF1ISMkgHX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f005f88cc2268338fdb96bd80d0a1a4043d943e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saosin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11424">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3O3K5UdH6YjVrOLfJwCyop</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moreno MC</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2725">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xs0LEzcPXtgNfMNcHzLIP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1168389a1bb386a5d7ed3636e5fc9433212de95</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockwell</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6035</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6770">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56191</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhiannon Giddens</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'new americana']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5586bb83a4f5169d2d0c81d75d75eb2a719b87d7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EI0NtLHoh9KBziYCeN1vM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2674">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14343</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d3b3944d72ce6c7bdae093ee217e6e7d502263c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35S20clEkkSNUo23ViaslZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Band Aid</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6419">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VW5tZ9pmSb2rG0GmSELwW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e6d6f91957b757e037d9c8f84f37edf2954448</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'industrial metal', 'nu metal', 'rap rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan Davis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86905</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3001">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zJBFCev9UwOMcrZsLi2od</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic soul', 'disco', 'motown', 'philly soul', 'quiet storm', 'soul', 'soul blues', 'vocal jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Rawls</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fac03e97f11fb1b111b04c811a830bbe64332cb1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73588</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6397">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hillsong Young &amp; Free</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">648587</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60e6822f2c32c7b161f6f547f9b7cf181ba9458a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7m4gF38CPATtHrk5HS42WZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2162">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40c5f66f7523686ba9a4d9eadaa8678bd0779495</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IvCFI40bNhf40fRPO7cA0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2463</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Levert</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5785">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Sister</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2babe0413ce3fdc4b6813de63690f474758243d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s3FVDZtJYYB4Tof0zjXZo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4224">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6For8X8tvxvDol46ZOQrtr</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Broadway for Orlando</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7056d232f87bb1b300380c921f5101ae4fd0d685</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10872">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39559dca9e0e47f6d3d70c031f01d1b532e1c9ef</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Percy Faith</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6unIK8JFrGemCge3NIUDKE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19309</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1348">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juvenile, Wacko, &amp; Skip</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NtLSCw6j3lTSOUjHnZASC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1363</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6b7be1091fadda328c2c562c8ac13b10846f6d6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4321">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22Fg6dE7cFJm88AiUzGHAa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/170182a09836ca78c59ddb8b180c6b9902d49e6f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1792</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey Weston</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8239">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JVRYNneRsYNInT4TNr5vU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59731</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'indiecoustica', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Wertz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d782a3dd9f2535ac316a5ab6cb719299143ef8ed</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3063">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f98f8a94a9a8cc70863fb8bcf7918f01264949d2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New England</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1063</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5F7iQzteoPwRVD95AK92sA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9196">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38309</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b4d72b56bec9d6e856cf6651cd0748ce2200cab</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dSUvZngAaFTx0AG9F0OLr</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dayton Family</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1596">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elton John</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3459131</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PhoLpVuITZKcymswpck5b</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock', 'mellow gold', 'piano rock', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f50ae3e5cf3637c5f486b6205468c245644be36e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9722">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'funk rock', 'rap rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Infectious Grooves</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b34b39973f6264c497eeee82eac2ffb51b09220a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65093</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32R6YbLokiJpZpvFX9Ewo9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6732">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4224df3fe879a0527199e43e57911d9e9e336c87</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331674</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BKsn7SCN2XmbF7apdCpRS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goldfrapp</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'big beat', 'chamber pop', 'dance pop', 'dance-punk', 'electronic', 'electropop', 'indietronica', 'neo-synthpop', 'new rave', 'new wave pop', 'pop rock', 'trip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8710">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fefe3c926cee320d547302d53093e6299eb6f57f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6e0QWfEFmK6AguLy02mlqi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Have Heart</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'boston hardcore', 'chaotic hardcore', 'hardcore', 'hardcore punk', 'melodic hardcore', 'straight edge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44998</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2486">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Medley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15143</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f10bad99807d5d68c0ff648a245b02555ba457f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XE70WwxhnrXNAJYQQ9ygx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10976">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american modern classical</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n55BzpMYv8IRkyM1UZXMY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meredith Willson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/493347d14b6a2d354fd7f954885b1000e87a129f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american modern classical']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7127">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'dance-punk', 'denton tx indie', 'indie pop', 'indietronica', 'modern rock', 'neo-synthpop', 'new rave', 'noise pop', 'nu gaze', 'vaporwave']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KydPQPUUoTNhmiHKOg5Er</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">248923</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neon Indian</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a7117fe1f32cdebed99402fe3f56bf5234e3977</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6439">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'duluth indie', 'folk-pop', 'indie folk', 'jam band', 'new americana', 'progressive bluegrass', 'roots rock', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c67b58aea8196b0938a1f712d45cb601f344b620</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224034</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GjVVVcFmUgEJEAAsbGkf4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trampled by Turtles</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3851">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f0c3e79a03d07ce3210ff288766da7f7457e8c1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OUTtVUjAvUF0uZ3wudxtv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henson Cargill</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1752</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10784">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57c916ef43ceb0a7406854a5fd0765c43b035672</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canterbury scene</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01UrELDCYrQ6wrFArNbidS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5506</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canterbury scene', 'psychedelic folk', 'psychedelic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pearls Before Swine</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9316">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92157ee2446aec843883615cb6af86d1beefae0b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203002</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Moen</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'christian relaxative', 'messianic praise', 'tagalog worship', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JGLjTHV2t8u8wxmLaiFfe</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6382">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RL Grime</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281009</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eIbEEQnDM8yuDVB0bimSP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0db6a7a4cf8d2b1a78897d2d6da4b4887aa913f2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'brostep', 'edm', 'electro house', 'electronic trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11422">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sVR0joJDGINOwv2DS93RR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6289bee86b2eded4dcd3eb115975641c3df85a8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rina Johnson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7759">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CtuVv4AQbupHTsr3E4d9p</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Beckett</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14196</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c28bdcb5299e72faf98910200301eb4f319efc7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6471">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4John8fJ3LKqFho0pselVr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50985</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ae23b79d437c3892f2cb455163de1ce09a2571e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CZARFACE</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9424">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54338</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc92b67e974605753ffc952b7d7a4b06fe8b2912</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac Mall</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18jS3V7OkXYfDu3CEK6a0T</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/314">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheat Codes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1286551</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electro house', 'electropop', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84f3ff908c5318248edca2b68d800686461b74ef</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DMveApC7UnC2NPfPvlHSU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5069">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7568</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holly Johnson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/770ae7e8831b3fd709ea7df8300e61e1ab0d431c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IDifUtaIPK4yuAiq5W2iG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10413">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22606</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Tenaglia</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tribal house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tribal house', 'vocal house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tG935baRE4mH8B3saiwbm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be738f159aaaaf3016fe461b51b3b2d24ddc64e4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3731">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Winstons</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VePrTOSgCLcaBecBs7i2q</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/127a76ac25f5503bf6391282ae63006aea816acb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3318</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10658">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EM2kLJfgXV0KGffb0hW4a</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3996</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canterbury scene', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canterbury scene</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de74872a29772ac78b78f4bca299a904881b0a28</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jade Warrior</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2092">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bf54468fa9c772af8f514a20a99631fd35b2dbc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">615395</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CQIn7N5CuRDP8wEI7FiDA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Run–D.M.C.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/803">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'indiecoustica', 'neo mellow', 'new americana', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">704495</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e9c41b45b8b8ea53909fd62b9c9583cb183954d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Civil Wars</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6J7rw7NELJUCThPbAfyLIE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8841">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prodigy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88e553b9fb05607ec2136f33efa7038d9d099640</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GwxXgEc6oxCKQ5wykWXFs</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boom bap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boom bap', 'hardcore hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69622</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10467">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">400215</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd8af1e4b3bcab50bc4457ea1d4bd21bb51654dc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1R52cwGf75yTf7I3Q0Irf8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T-ara</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'k-pop', 'k-pop girl group']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2707">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172897</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/472213461cb7791f23dafb941ab96794129f59d6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Sb8EHpZvyjSTT5KD9DjUZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Milsap</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11084">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b650a15351f4134aa33232f9b89aa019c935660</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hazel Payne (A Taste Of Honey)</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dHrlSL2sPSivt8hAhf7No</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/57">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p6CdzJRoicjRcSdWoB9Qc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40add9f66db5ff6207d3397dcdb15cc825ee6d5f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'heartland rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitchell Tenpenny</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80745</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4666">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RzwkRTfRNLYnVizO1CtE9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8344d4fcfa56ca337b3669d315f6cb8a5a036fd4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JJS Allstars</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3373">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1b1N51wmSK0ckxFAMPSSHO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126804</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Impressions</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bdd37c05d75866829e2145e505631d78dc52859f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'chicago soul', 'classic soul', 'funk', 'motown', 'quiet storm', 'rhythm and blues', 'soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9710">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ndzHjxbErIwvwnEUewMWe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54c918027de3b34e3fbb3d3ecb978e7b1b478e0a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathy Mattea</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country rock', 'nashville sound']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54549</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6638">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531224</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dodie</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d21fe5a94e6f65b40eb8934d01f4be52586d843e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21TinSsF5ytwsfdyz5VSVS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9341">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49f03072b1c1a35c347f1b58ff37ae5c8752ef9c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Momma's House (Motion Picture Soundtrack)</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DXmwpFdfbRwDJAME8xeD3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6396">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iWiAD5LLKyiox2grgfmUT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'melodic metalcore', 'metalcore', 'nu metal', 'pop punk', 'post-grunge', 'rap rock', 'screamo', 'uk metalcore', 'welsh metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60917442ba14cde2f6f1415d870622e08f7b3c34</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1684944</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bullet For My Valentine</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8627">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rN3Agir6FaZNfhf5V7mfN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Frusciante</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/913f5a4ac6181f2ebde7a7a8fcaa6b7c3e363d8e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345210</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9252">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EMbYln4tFooKUTDS2ipkg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/660ad3f98b1dd046b68f7c84b2ce44d2b2929b20</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1004</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Cozier</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4483">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45930</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Cabrera</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3C4t1usFGoKHCSRdujm2GN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cecec4790a0ea35768cd4d40038e231c7f630fc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3381">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31060</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mknvtcck8i82nKxDPDibv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cbfae14eddad13d28b7b82567ff145a41d1e597</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MFSB</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'philly soul', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1722">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191509</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Inner Circle</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da778027253af2232c86f8e0a56ea15388995386</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'reggae fusion', 'roots reggae']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5os0Ltvz8Q8BvXOPOd1frx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2557">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debbie Harry</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20898</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ca83a8e7a030cb9108855eded22bb1eee9d3092</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FxMjqH6DH056sdsstGeVl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8535">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af335c11a73e9311516bb28800be58311410d1be</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545612</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UqTO8smerMvxHYA5xsXb6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonic Youth</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'dance rock', 'dream pop', 'experimental rock', 'garage rock', 'indie rock', 'lo-fi', 'modern rock', 'new wave', 'noise pop', 'noise rock', 'post-punk', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1105">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GI52t8N5F02MxU0g5U69P</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1bfc98896b3638caa59ef227d52fb1a2208375d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Santana</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1198666</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10430">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Matthews</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b108ca233ceb497864b944f25933e0c812a49685</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pkOPTx0WIrGK72ZaP9RJc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">710</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8651">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f67bce3107d4b339317812caf5ccf5c187f5f519</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TV Soundtrack Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ykfeSSVCXLSsyTpVndL9g</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/501">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UXqAaa6dQYAk18Lv7PEgX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6944580</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d621cb41aac5fbc406f124bae66c184d58205d5f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fall Out Boy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'pop punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6138">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6193</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GxVmha4ELBwUE4bPyChzS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22c45792717817bf6d58f3bb8f256cac633b082f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glenn Yarbrough</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3932">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'deep northern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hJngG2hL6dItHWJAax6wT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clifford Curry</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c95e604d86f34c8e51d2584a46ad7b9b0a8dbd6b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6363">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Royal Open Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/964f89e845ffdd2f99c5fb14a954499ecaa46139</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c98eGHr1V9MGiIYRLnbGO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11017">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4273</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tAhhPPEWcszcMjhYROUvx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/789b38e0c59b4a0e92a8e42b939f5fa9e57f83b9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lea</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9145">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21924</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4dc2551b4c83eb327fead26d3bdaf25b1de0a74b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5m2NwwPj4pzGQC0PQwMBWi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'emo', 'mathcore', 'post-doom metal', 'post-hardcore', 'post-metal', 'sludge metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cave In</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5127">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donna Allen</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MGI96UXRCEwaQGuQzAWfZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26c3dc7bc43335fb8add2dc45e69adf982044731</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">878</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5916">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bos36ZwyMSw7RdawbsTX3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Southwest F.O.B.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b29a03ec5da90241059efe146effefc17360686c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1338">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56dO9zeHKuU5Gvfc2kxHNw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chevelle</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927088</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4f6bb81b9011d96b0b2b648269544cc4b0d2992</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'christian rock', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2453">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Me First and the Gimme Gimmes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cOVRC8EOwDwXrs3JTrRN5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e37e8dcb747850ee3dc7557380615fb39b4ff2a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">180006</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3976">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e921853451608d44b47f42ac8dd0c87a6835d36</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spellbinders</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep northern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep northern soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Wzja2jxZnsEa22GH7VzZA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8408</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6474">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12d5756f2ae6c6c00f0328eec5832253d09abdce</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90837</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nUBBtLtzqZGpdiynTJbYJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Voidz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6427">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8316565</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">colombian pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07YUOmWljBTXwIseAUd9TW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/212a1f446c0940ee9ce636f2e2496849a0240df4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['colombian pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sebastian Yatra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3497">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AgFg0hHythyklEs4t7XKt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'celtic rock', 'classic uk pop', 'folk rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cfcdc62988e1d67cecdb1370d82601d7911e640</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindisfarne</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15682</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5627">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/510df1d6b196b1ca97fbc713291d6483ea39bd13</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Razzy Bailey</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7j0u9yPUVMa70NyhpdHfP4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1795</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2148">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2enzvSwQxqtaSOv6Fi84vZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitch Malloy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9247c1eee5d106d64275b71a883692defdd5047a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hard rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3129</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hard rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2334">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enuff Z'Nuff</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8324fea1dc8254274630eb55b814e5f59ff82657</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37423</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Y36dqR145FjTKUjibEcjO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock', 'underground power pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10370">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FwczlV7wkmHCYgGL86Ppi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">435</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erskine Hawkins &amp; His Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c61a77fc65ce580a497fcf6c01b3efd0d756631</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band', 'swing']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3175">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0233684accecd03bc23961b0e6c866b1e68fd91</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Universal Robot Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2o9c2U0sHi0yM1h5TwmXT9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1166</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3709">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">889654</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dream Theater</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal', 'progressive metal', 'progressive rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aaLAng2L2aWD2FClzwiep</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a45b5792bde17098a0037509018f7f5bbfc6a99</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10403">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">punk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['punk', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sex Pistols</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1af9b54429264c7b02e6c60e06dbe8e412a2e391</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">941958</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1u7kkVrr14iBvrpYnZILJR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11132">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LLyROFg3quU6jDUPQEMkB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clocks</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f7113509e539748971a69081b93fa5a07fd7c26</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10219">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stanley Turrentine</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz saxophone', 'soul jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24696</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a74c855c1735198f50ae9a391d01b353da802e74</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dRsXWVnkku2cMDtV1h6NP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3860">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26041</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Hazlewood</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aVHDjRHRM7dcFkGwahXLG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'country rock', 'experimental', 'folk', 'folk rock', 'psychedelic rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/740bcac0c54e4d8f1ded5c571fb6f927e476b51c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/128">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CajNmpbOovFoOoasH2HaY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electro house', 'house', 'pop', 'progressive house', 'uk dance']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17931325</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fd90cd274102d458ec3a9243ced32e659738133</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calvin Harris</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8920">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b57f95e31622700f3f76512d12993d7fe6778044</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59fmHoaOxOnODm09irzD8H</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundtrack Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1283</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/771">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Rock</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">965945</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89f8d2b745e628e73886533744c8df602328874e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dOBabd5O4CvKrg4iriHTM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9954">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Pryce Jackman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41guz6Ux2Y8BrluFGij5eX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/498870b11b599ff0dca97efcd14bcbd988ef7162</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7159">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27a89a8d86a92d09b3bc8f76637261c272551f25</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zeHJ3kiJyjYXlIOcG4MA7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51828</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Violin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3545">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/423d791097a7f858c5b0df4bbf4ff620a6748e80</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uOdVRRuTWjJVkcN0LXxwL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edgar Winter's White Trash</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10806</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5618">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">554</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40bac11a4af997164c9efffbc1abd6d3ba72f476</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bo Donaldson &amp; The Heywoods</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hpEpmvfhm26T0Mc8x65ox</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2218">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21ec050a1444f2255acdc068fda8be40144fd3df</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'freestyle', 'funk', 'new jack swing', 'quiet storm']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Lisa &amp; Cult Jam</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vgjN6nIPNKiiQGE9PtzTT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140663</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8668">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">One Day As A Lion</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c19be7557b66ebd47daf5fcc5ea8e7076fcb063c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47870</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cQ3KWVz7xm7TrML8XxgsW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5352">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/532c283a4f9b2f2207c35ee38d55608e1c725637</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Utopia</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AVt92RJvypZ6WIvhNyTej</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9653</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/683">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Nichols</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aJTB79uwT4sP0Nb8QGWHc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">427967</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03015214fbc6bedd5cd00f5efb329922421954b7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10691">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tzadik</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34Ai24gPz5YJ8NbksiNFef</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Patton</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84017</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cc6f1c3d3df07300401a2dac0579e4876504484</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tzadik']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8569">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mystic Valley Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d78bb7a4209f2a7dd5918d52f2ba8345b475482</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58IyN2APt959cZz4oBxtJW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3915">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GdPCwrerFsj8OT1o7dkLS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/434307f1b3bf76fe99d5a1558ef5b34bd7fa9722</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon &amp; Robin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7532">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/082803980eec9e93e420ac626b27b2dbf050989c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'deep christian rock', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33165</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kTcyaSYP5fqlqrNUvxiER</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carman</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9784">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Noise Piano Lullaby</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbe0862ce34e32f29f3344ea35103ff99c34c0ce</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7shkmTPocFSmf1vH4yazHk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6084">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Harden Trio</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17e7eb1c1da62b5f2f2550120c027f26341f9734</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NpvTrjODQU5pCxWeMlXQc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10696">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebfaeda7fc9992795336cd4183c2873671fd3c73</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1701</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7f0WxK2slLCjwc0xHlBReu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Kantner/Jefferson Starship</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8486">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144693</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black metal', 'black thrash', 'death metal', 'metal', 'norwegian black metal', 'norwegian metal', 'pagan black metal', 'symphonic black metal', 'viking metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47aad2f7013dbb6ec808aa88b4d3a2872be99557</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mVTkiwfm4ic6DnHpmFq8K</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Immortal</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4011">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BZbKaR9vuecC1eDYGFoL7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Gallop</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6989">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e78c9d4cc0e00957bbf5c42362cfec0ff143a221</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard rock', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob Zombie</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1200330</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HVdAiMNjYrQIKlOGxoGh5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5512">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene McDaniels</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1305</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00e540eaf1f1fac8d9c0df0b89e03f8afcd89c5f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6I7tqjEzznFPrardDfvsvq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4226">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DLOW</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ea4a8f34b5b6448ac21b56d9f81c018d6a05a03</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wr9il91kGyzsfs4ypVr02</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27805</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5324">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'jazz blues', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iuobQyYhofKRr5W6HZoKt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24109</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ee88375539dbece3d796c1a404ce32a36baebc5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phoebe Snow</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10410">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WbeZvDk1COiO2dEokZqn7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39d4c4aa0c0d9ab1c66bff1b589245a95c24a063</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Ayers Ubiquity</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'soul', 'soul jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44676</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4724">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff80e8160d1c0025dc12c28fafca7c4f37736bc4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamiroquai</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6J7biCazzYhU3gM9j1wfid</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'dance pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1333282</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5607">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Rqm4lxi4IhNatGFqKSXlW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Shelley</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d348b3c2b72cd2e83b237c37ae10c03e9428e6fc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9475">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295015</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'latin pop', 'pop romantico']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/304492aa90ff485e69a5c22547a7bfe15332c3ba</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15YnmlNukYCFvwaFnoDwwV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">José Luis Rodríguez</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9382">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fRiVl9fyhUEZhcpMyIxUG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9895067694a6b11db54520194cd62255fced01c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15247</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Crawford</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'operatic pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8314">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brendan James</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22794</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'indiecoustica', 'neo mellow']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aIPQyKrN3oVev1kHudiai</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e827ee599c5cd0b4f837c5f786ac31c5d376a4b7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3142">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14822d5856eabec07e669b61e616140d731cfa78</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21415</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XJ5IHDtW2OkjtwVllkANt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shaun Cassidy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6522">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c77acb1d3dbce753bab1c894d25560db18424305</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7l0sphz32GV0AjjEhECpVg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caleb and Kelsey</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['channel pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">channel pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91763</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10874">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elliot Lawrence</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32WBnVY493CP5Xktj4QYfl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59c2c388778e9d8cdd5582616751665df789846b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5017">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7271b1260b09e72de2ff78dd4d6d9d3cdac277c6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74GeqXwqISG8NN8Xo32GWs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skinds</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8929">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KZ6qvHEY7prblYD2VrOd3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31510</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1213ea4ea1732c948e98589ecbe5cc04bd3fe78a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van Hunt</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11504">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aBu3lVzCTA5lR2G2UCGvE</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c86446600b9d06d45c717354cc4ebdf3f9e5b010</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C.Side</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6332">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cat Power</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fed7019ae739c4829b0bc687d1481ce2c3a1dfc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'melancholia', 'singer-songwriter', 'slow core']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">486067</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G7OerKc3eBO9sVkRNopFC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/174">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5365789</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Childish Gambino</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73sIBHcqh3Z3NyqHKZ7FOL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ac898747b4ad4c4faf6025221a95266e04bf972</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/301">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">colombian pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EmeFodog0BfCgMzAIvKQp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shakira</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a8d19c199d9c097600cafefdb967ab0bbdd8c3b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['colombian pop', 'dance pop', 'latin', 'latin pop', 'mexican pop', 'pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17039404</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4103">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aB94xAF1yUDTGLTIdkw7I</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">521</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Radiants</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3607">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6829</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Floyd</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccb05e88be9fe889e6c1c9122a8e7af7fea0fa16</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03PCdNvkF81s7xHmtkNcoz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3395">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7123</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CIdEoAG4j0tnC6IZsDr0q</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7961832469d644d261a5aa4dfa08a3df5dc2d73</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Stafford</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1634">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0eef91214efe5ff6c141e3b2a12732a61a497c6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Bega</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53689</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46lnlnlU0dXTDpoAUmH6Qx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1654">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18661309179dfbeeabe2466a387be7f12bf45371</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Troy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'southern hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12mkoe71zJDWs4j0rCeXGR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32113</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/274">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b365693847177310dcb17992156c0a31fd4a925</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2973153</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alesso</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'pop', 'progressive electro house', 'tropical house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AVFqumd2ogHFlRbKIjp1t</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8363">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uhvChO03V0DFbltw2UQLf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">909</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british dance band']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9411ea4905bd7cc9a2def181128bef971da4f5f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Hylton</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british dance band</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6980">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fRHmbmwolPrPYro6UbAuu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f18133a8058110c3cb254e8a1e882cd55f87304e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark techno</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark techno']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dario Sorano</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/711">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14775756a3edc199e5599486eb528ab6f62e7cbc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nmQIMXWTXfhgOBdNzhGOs</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3386540</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avenged Sevenfold</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6368">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yrQJxTTj7xS2deLcXiEM3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48966</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murder By Death</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/974ad4da6e20c11b88ac0ac39ffd7c9ab0152377</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6354">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clutch</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba8408c11a1bde2c7fa1f2f08aab0aaac52a0942</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161AC1AVRkIGIMxyj5djFQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285623</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'comic', 'funk metal', 'groove metal', 'rock', 'stoner metal', 'stoner rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8614">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4bef303c97c3961730cca8bc38281ce6651527b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Hannigan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0z7Yuv7DuDQ5SaVn4VSlLt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'irish singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113952</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8223">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23347</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa2de4c8fb57ff5762195d58caf5bb6e22ee2f2c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian singer-songwriter</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5R6GD31ZP8YPGIlt73Madf</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbie Robertson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian singer-songwriter', 'classic canadian rock', 'country rock', 'mellow gold', 'native american', 'roots rock', 'singer-songwriter']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10799">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h2qsvCq0X3uQdMFqyQFqr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original London Cast of Dames at Sea</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb3cd3ded156c0a48b5d8615689d97e572bfe0cd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/636">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369408</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Kp7SzuRuNiPFCy7JIwnLx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ca$h Out</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53a09ff296728443edfa9c3a9421a34ce66bf758</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2357">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0b088991cf8b4239de3babe02474ddcd1b93bb5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6191</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xO0qIeS2GUpnI6nFz041C</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shooting Star</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2121">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'electric blues', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Clapton</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PAt558ZEZl0DmdXlnjMgD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4848283fa07f0846bd312fa9d49dae7ef6da3fff</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2905049</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2318">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af33a88f648127831a3a1bb40a7fae7bef9797ca</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45601</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cover Girls</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6D01mATo26VaiiCfZzpWAm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11309">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vBpbxelrAsjcbGOPbLg3m</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Alan Caddy Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f38025148cf113b62656edc723a6908930819af</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10535">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Andersen</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4361</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5c220fc0d46a25165e481efc57f3963a37de4be</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6t2MHOFOYTYNUXi9CNjP5A</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4094">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kingsmen</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iIn8H3l2NNBNHFpYKWbfo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18510</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d5f6b7ca78262ba24310bfdd0eb1abf526468a8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7468">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81b25b4edb08acda09b5fbdba9e6210e6bbfd2c8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian hip hop', 'christian music', 'christian rock', 'crunk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Family Force 5</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116236</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aUV3Fndwagje8d4rBA3xw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2260">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AC/DC</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a16c5d95ede008ec905d6ca6d1b5abbf39ad4566</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12366680</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'australian rock', 'hard rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">711MCceyCBcFnzjGY4Q7Un</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6061">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4niUNmZ2jCvMB0ByVLztXx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">454</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21e66d22e17bd1a35a389f24b9f775dd39b91d45</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Bath Time Music Academy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2100">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21638</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Belly</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22e0b38493b8fca2114f7b5aeaa139e68cc68dab</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3h1HOgVmvPlhqjz8o3LglL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'boston rock', 'lilith']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9854">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Salty Dog</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3202</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'sleaze rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hq7NuqDGwmdCZL9wbNRMv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/550eff112a0bcbf43e856998d89e9131cd23d5f3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6986">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">532795</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baton rouge rap', 'crunk', 'deep southern trap', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08fa85178f4a59b0230fe345ae43930648d2e1f4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baton rouge rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aIm51fHkokqlJn2vzNTH8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Webbie</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3467">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Love Bus</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d43dcc2d1712aa0db8f0c4dd97a3688e3bd1426e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zHtGTvpPCwu2WcSzx1DeW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9097">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Celia Cruz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cuban rumba</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cuban rumba', 'latin', 'latin jazz', 'mambo', 'salsa', 'tropical']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2weA6hhVqTIN2gSn9PUB9U</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2aa1b9900be3ba92d72c4506b1d4ba530063b185</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285635</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4832">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6cfc356426182e3dea2121bb7cc63eab515c239</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sf Spanish Fly</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1408</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Btbb0uXxFOOmeWrVsyKOU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle', 'freestyle']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11320">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ux5UjnBfrccXs5Kdizrjg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rbd Rebeldia</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e96f83f673320976107b5c6705b32cd23f0e28d5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4012">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59650</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3faeffc5a1487a48fdaec1958f2df905f34264fb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04qIJRFjTmvW5I1DMyGE1R</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Koko Taylor</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'chicago blues', 'electric blues', 'modern blues', 'traditional blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11405">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lullaby</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">887</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lullaby']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df8e351d44c123b56e068d6e76ea8797c6b7cb98</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IVUK6wK1PvFI6adwUcoc4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lullaby Players</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2391">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ip3CWlgPZbQHvgJpmcGSS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german pop', 'new romantic', 'new wave', 'synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/460a4c7bae656bc04babb7a837e8765e7b1ec01d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27162</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Schilling</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3547">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dTCMsjfH2odCFlNb36SCG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12e067d651b38ee8b85729dcab8d724c8571985b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delaney &amp; Bonnie</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12714</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1604">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iVrCROxeyon7MZUW3MfzT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385182</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Montell Jordan</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'hip pop', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/526485e2b48be4699c29909aa89b819e529e3f86</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6801">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston punk', 'boston rock', 'celtic punk', 'celtic rock', 'punk', 'skate punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dropkick Murphys</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbd3f55b5cd8a49c5623a9665fc30572b931fc4d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">778922</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7w9jdhcgHNdiPeNPUoFSlx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9303">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestra']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4200</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestra</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Israel Philharmonic Orchestra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RkU7dxppCNi2078hPMUI4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24fa29a97107af5c1cf532a04aab0e05dae30786</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1638">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c049665e3a3d4e90f9e5911d813c612809746806</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank Williams, Jr.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dyeCWctcFRt3Pha76ONgb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">606845</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9206">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3513</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pax217</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52BrJWa29mZPy5hgDIs6d0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91233aa8af87746f9a175f579e3712a3523f418c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4862">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131829</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'british soul', 'europop', 'neo soul', 'new wave pop', 'pop rock', 'uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gabrielle</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e20d0011b03081cd477066c792e4f30dbf0bf650</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rftfGIYEeZ79sLb58ZBDi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9732">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Izzy Stradlin And The Ju Ju Hounds</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11960</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YYSU2AADFjDtqz6gFGDkC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b01fd63fdf53143c707564c3395e3616918cc0f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6361">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern blues</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon Bridges</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qnGvpP8Yth1AqSBMqON5x</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern blues', 'soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">828619</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4efc5487aea2d306f3c01e6218b3c7ca858c22b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2325">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4463nfFMmK1cwAWBQDwT5e</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6870e1ae6b325ffa01da578649c583b26f5e0a6d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'europop', 'new romantic', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Branigan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209395</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8021">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47808</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rocket Summer</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'fort worth indie', 'neon pop punk', 'piano rock', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Uqc6c1DUPkyUQSeatexYU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7228c5b21e6b81d71ece6777aeec86bb5753a48</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3137">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bovrWNHUGYK6evMxlOR9n</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J Williams</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8370">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wal-Berg</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IHqSz9eAwcxZtGug12v4Q</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd6fe9f15bfd42493b68a1cba8e0ee98b72889cb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6393">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252644</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b8fd46c2b973e0f81b5315de36cfec3c6b47147</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chelsea Grin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UgQ3EFa8fEeaIEg54uV5b</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2143">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93261</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18JD8DVlD1fakDAw7E9LFC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a9007b7bf61f8866f3bb804aa06193000cb087f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 Unlimited</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9708">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5002</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max Steiner</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3llWEEOW2xNfiKsXXWjrwl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98ff147af1f9edb211013407ddabf6f16cc11e3f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/528">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">917531</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'idol', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6prmLEyn4LfHlD9NnXWlf7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Lambert</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/957c24eb9ac894061d3627539e687792c0f0b072</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2270">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4a09epliVikRqsBczNwZb2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neal Slateford</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10223">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31874</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HFtQOrPHOFptM1WF9xPuK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Wood</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16cd12383e6326c962a2c12640f62f47f1afb647</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1657">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0aBAAnXItgKnXdccW1INw5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3103</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e8c1013936c908f4bacc45e245c0698dae5e2cf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicole</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9098">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">danish pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35663</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bfc727d72f5a8d06bce02b7a2dcdf084bd057f3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xNPROyVfkH4mcIxxCxySm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['danish pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior Senior</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3000">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18996b7d3b4ae1b41e4e4b792c89f213e8e6cd74</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89984</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hF0PwB04hnXfYMiZWfJzy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Ruffin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9038">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brad Cotter</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/125f9eac8a168d5d8979e89cabf3dbe55ec2ca45</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">341</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2v2FSfSLrwGrCJC8gqNh3f</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1415">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country gospel', 'country rock', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patty Loveless</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SFUC6ORDCIBqPssCBpeHT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183097</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f067b808ac598d9c57556a75f65404eb82ca4ca0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3445">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c923d6436c698e5847c2ef79af5b2cbdfab8aaf8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YPRXu1dazGYcSZv4HJEH4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Delfonics</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228606</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10627">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EpopZzq5HmGkQhy00TSlI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">If</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">490</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0380eec0c9da8e64df4581d3ac057ff58b933330</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6050">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter Wanderley Trio</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0D3o0Nm5pPsXsebsQvptIz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">831</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e4e85161dd31d7a2e3c08b6123f457fd6e4f7fa</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5382">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3876bddaaafe1883a5baf65e78a7ebafe21bb719</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2d6JU9LvNhZR7AAtu4x2rS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yvonne Elliman</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17701</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10648">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LhxToezGQA4GgYYQRH7od</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Counts</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1cce8d0905e85c9ea17a02eb2245698833bd53f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5590">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b729e419544178b09a2457b1dd7afe263431230c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pIuhQWZ3S55Y46wQMPrjh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The First Class</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6561">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brand New</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a8d4101dd3edbb715082dc66d13a1618d382fc1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">516456</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168dgYui7ExaU612eooDF1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8448">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BT</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62162</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d5bd8156c112d31ca8234f4d403261a866ca393</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic', 'progressive house', 'progressive trance', 'trance', 'uplifting trance']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64MoFdq8ORI3V98AR5SPWL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7178">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98876</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34482S5nfxR441wcnVfrHi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noah Gundersen</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/628a3a00c89b132aa3300c42a5d19cfa369b70ee</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'alternative roots rock', 'chamber pop', 'folk-pop', 'indie folk', 'new americana', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8171">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9241b80009fb98b4cc5d792e42bbc8d382352652</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Cropper</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gLCO8HDtmhp1eWmGcPl8S</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3734</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9901">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZoVY6c0cokQrn448eRqSc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19635</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46905056024652c7195a9b8038f6851c53ec0f28</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hiroshima</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'smooth jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10670">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Victor Buono</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qvrPNpxPds50NhU4IBnHI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70aaf2bf21eafa35c5b3ef636f11422e0620af83</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/837">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disney', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SvFyXN6qzhw95Bj4HoevV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/131d71ed293b97af168575e5f60014190604e35b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">375835</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">China Anne McClain</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disney</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7417">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american shoegaze</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whirr</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tnjjbgszXYa8BbyTzwM0w</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2306cc783bd1a1e5f7c97326ec9bbf443a113982</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american shoegaze', 'dream pop', 'dreamgaze', 'indie dream pop', 'indie punk', 'indie shoegaze', 'noise pop', 'nu gaze', 'shoegaze']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27543</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7434">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccbdaefe1e5efda81f7c263d076b6438ad3b46b5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Judah &amp; the Lion</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204650</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wWtfT7S2uVJJ3hGZlOLkZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo', 'indiecoustica', 'modern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4479">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starlite Karaoke</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bdf9b66cd63586eb14f64763d9dd67c1c08ab1c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66BZN51PJ5k6bam5jpNCTF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4186">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147nKr9upHZSSxqCzh9j7c</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36764</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmie Allen</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c963b6ac59112e4e93ad270dc830eee9d596abc3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7034">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Bradley</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">462T0buQ5ScBUQCRpodDRf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282661</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77834563bb0f7fae39ff00a23690e21a269de615</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3215">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36222</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'motown', 'quiet storm']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Love Unlimited Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9afa63b2ddfb1bee4af61494dfcb486a8914f23</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">457yGSZecENoIuNWelRHhH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3560">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DchahWJGQqrqr8PMM5zQD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Paycheck</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35b20170961c62d7b35ed386a0e100b8544ce353</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145205</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5300">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40B4rvXn71qa0Vi2ZtBjS1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">583</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Balance</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/752435aa1e63eec8c998c6e600d81255474e5bae</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4582">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pL5iQhCN4RzlJ59kTtFjC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4004cffd8d17d244ba778274ffbb5b2082e5753</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Fox Karaoke</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9259">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e66632735a85e624cefba391cb15cc7c9b6d6772</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3866</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Holophonics</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['denton tx indie', 'modern ska punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kcWdjkSrKroKatxwzH2pp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">denton tx indie</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10825">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A0MH7JfEBEMySevsmauds</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caa375f381255d7a07810a716ea625c91a82d276</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'experimental', 'experimental rock', 'jazz fusion', 'progressive rock', 'psychedelic rock', 'space rock', 'symphonic rock', 'zolo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57894</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soft Machine</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11126">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GsPmNut1ND0llA2WPLdyQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Jones</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3619</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc16a41f939240a379274460aaffb9de5e2e9dcf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6775">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46131</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'country rock', 'deep new americana', 'folk', 'folk rock', 'indie folk', 'jangle pop', 'lilith', 'new americana', 'outlaw country', 'power pop', 'roots rock', 'singer-songwriter', 'stomp and holler', 'texas country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AhDVqsNA5q46WKsRPXvoe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f0c809fcb8c2984dfc2921d68e285f3dc46a8b6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Son Volt</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8126">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'lilith', 'new wave pop', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xx17YXYvPl9PBx6Jzalk4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shelby Lynne</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25837</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef292502bcd2f311d8d7ef26b87d5c55b90adcb5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2553">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'disco', 'europop', 'girl group', 'hi-nrg', 'mellow gold', 'motown', 'new wave pop', 'post-disco', 'quiet storm', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">330041</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffc34b0525b4d1a1d098881f7f0272d183db19a2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kreKea2n96dXjcyAU9j5N</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pointer Sisters</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5440">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ldQTVNiLhC5mT9kf3Ac7O</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fotomaker</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">power pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49ec310bcaa73e3c26bf2dced60883a6e1f0209d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['power pop', 'underground power pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10970">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e803f586b164495692b31e65fa4faf7d16fec49</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">511</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vAxgzC4j1eFGj4hkIEB7x</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerome Moross</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american modern classical</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american modern classical', 'classic soundtrack']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10677">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">220</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eYZgISQVkajfQ3PAJlqqw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Strangers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5860b63de2408dcd3f9f333f9e616a7390165dca</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9239">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'dc hardcore', 'emo', 'indie rock', 'lo-fi', 'new wave', 'noise rock', 'post-hardcore', 'post-punk', 'punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0234b34b265a6ec22de6b4ebb52abc4d6c9d7371</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fugazi</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231590</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62sC6lUEWRjbFqXpMmOk4G</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7903">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dawn Richard</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'escape room', 'hip pop', 'indie r&amp;b', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pSsE5y0uJMwYj83KrPyf9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2276138363da509c542e8f258d1d5d10a0868836</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56274</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1131">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FBcuc1gsnv6Y1nwFtNRCb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4151746</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">My Chemical Romance</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/160080823e35fcf4d47c8dfad20f5b13c7acf921</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10763">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e04dfea450cb9f3c2ef0c4f3355f91d076c89e1e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AZ30JnvQU1pbX6sbRE0Yn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poets of the Fall</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124909</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6705">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CsleyOZtyt16saX8WhzDx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brother Ali</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3185db4864c98f10dc9f45607a97eca439b77e9e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'alternative hip hop', 'conscious hip hop', 'hip hop', 'minnesota hip hop', 'pop rap', 'underground rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144056</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1151">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76RrKpsvOmSKG8CIjROdSG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68891</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MiMS</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bea4d41a52c39970ad1f20d8b0ee980c71eaa583</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1838">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Original</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IwjkUrnzXsfgXkvUtZYKH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1092</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8b1cd99f58baa8861a0817930ec39a83c38cd3e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2968">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134164</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0J2Ej2rMQyqaUX3G6MUISw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ambrosia</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'art rock', 'bubblegum pop', 'classic rock', 'country rock', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'symphonic rock', 'yacht rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d91f8a83b8f9a1da22a6fa7901431ee7fa516cfe</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10278">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Travers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40136</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YEyuuhfdNXnTJh1uFhl3p</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'electric blues', 'hard rock', 'rock', 'southern rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1760b1c731a6daf0c50821bfbb0592726af4ecf9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4846">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/192ab607ed9ca54db742cbcb4adbbe1ed477c753</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xpJzqE3evjd4GzQ9pcHNr</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mad Lion</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6928</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4353">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundgarden</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b30a969cfd4116ddbfc97f7bb964d39cdd831790</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'hard rock', 'modern rock', 'nu metal', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2057727</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xUf6j4upBrXZPg6AI4MRK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4785">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gale Monifah</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f694b01021c353305a4460cf5041dd83e0686005</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52VBEblkhAVJDMPSRcBjDv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2852">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">723902</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'bow pop', 'classic rock', 'hard rock', 'heartland rock', 'mellow gold', 'progressive rock', 'rock', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hl0xAkS2AIRAu23TVMBG1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kansas</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12759caf08f52bafa60586c1d3509c75d73817ed</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/615">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0awl5piYwO0CDTHEkCjUhn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2f06f056c2b1d907f2078493746dd468dde3f97</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">406642</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nico &amp; Vinz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1977">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">330089</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dream pop', 'melancholia', 'slow core']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mazzy Star</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d14e353d562d68036916c64a13912772cf7df91c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37w38cCSGgKLdayTRjna4W</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1122">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175505</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Michael Carroll</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ef571277be94de8f18d1d6804f0adf22aab6d9e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vgqbvuLEUcrg7SB1kRTYE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/597">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Milo &amp; Otis</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['moombahton']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3022e28cf613ee19f1705cd931c98cbcc37a9576</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7745</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36psi7HBMj4EEtL0Idha7k</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">moombahton</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7366">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/304787f1d8e0df5c69e98e13d04e6fcb5135604f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113836</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mystery Skulls</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZbRDyTYX4HhXveONcZQn2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">otacore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['otacore', 'solipsynthm']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7424">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blake Mills</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie folk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie folk', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LhV33vJvXmFGSM3m5RzUR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50f1f767633d979aca06fdaeac0844bbaeac8b91</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26503</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2081">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QtGlUje9TIkLrgPZrESuk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1208418</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ce0d684c68941157eeac95f3a0916c3200fc541</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Miller Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1481">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a48eaa41c9b48289de4e452c863efae98e575ec5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BBMak</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40093</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y1GT7SdgGiFLWoktv2TSw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9228">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18159</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c2ae0a5db10036a4f012cbb77f648e9068bd79f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SosMula</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep german hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fFfPSHnrplQpezV79CFYc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep german hip hop', 'german hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9215">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64PbmJodBtuaLJ9DpE9wDF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Injected</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2368</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6505174e4f064a68715a400e6628b6bf89e08b6b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6216">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">724QpsMSqsqh1KnNnQN8gV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Greenwood County Singers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8825">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin alternative</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34465</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ozomatli</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1An0HCtDktvCBDdFEu7HC0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f776f565544b4dc72bba265acc4fe76a7570a061</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin alternative']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/782">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ngh2zDBRPEriyxQDAMKd1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/683b2e7802c14e2d3974e045957872c421080351</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matchbox Twenty</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1320837</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5079">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aO4PS2vHHs4n14pMwmadH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Gallen</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdd938a6354721d2273974c4e4d294f1435a73c5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5964">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hWpLtxVJxbLhCRYp21mMW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Benham</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10539">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zEEexBlaAamW68arysqIZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">997</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ace17bbaf43c4bd9136f4fcdc3d106ca7ba08329</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Singer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8281">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65VS702SIPGgTpWgTQupMA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/558267a85452a8f8d8df9cdb7f7141797f21136e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NEGRO DUB</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/735">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de7804e485499fb93165fb84bb6d655232c561e2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">326267</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'neo soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Q-Tip</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZotbHeyVQKxQCPDJuQ4SU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1728">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47903</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'new orleans rap', 'southern hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fiend</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a10234691d24f40b250afad90febbcbde6e4d540</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A7PIpqC9ZvMVJt4lOqs10</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8983">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4135eJjHCRw5SuVzLfzR0x</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'deep southern trap', 'dirty south rap', 'gangster rap', 'new orleans rap', 'southern hip hop', 'trap music', 'wrestling']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C-Murder</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fa22903813d35409a9c83ac315a35cc78bbd5c7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245427</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1137">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">444256</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZhjJOJXXwnPS8PrXdmjLw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf95005638faa49084ee28837830fb4727df5420</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">UGK</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9336">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0055cb11680d04cdaea46c7fbdc41df5740633d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39512</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vast</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['industrial metal', 'industrial rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">industrial metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48dSb4OvI8hAPpHqBBYyig</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7331">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293243</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian classical</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1bd298aaab4aba37200aa5af327b64cc82cd6de</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howard Shore</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OcclcP5o8VKH2TRqSY2A7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian classical', 'canadian soundtrack', 'middle earth', 'scorecore', 'soundtrack', 'video game music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5468">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hMZ5ibFmJwO6dmackGKAj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LeBlanc And Carr</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7823532f2820b3e399d59fcaa5d9a5d8e277acc1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1034">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff993e489253382611604f3012ac8bf62a369c0a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AU5hm7RJo0j9pmsNOeJKB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris J</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9587">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1170</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a4727a4e2b66e30b03ed4616b99a30acf3fdbb3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gainesville indie</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MlwvORPxNWGaSiHe4xuo3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gainesville indie']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">For Squirrels</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10602">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bp5TNlV3vLuJigLW4RBxg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Jacobson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23c177a3b07a1fe47d688cf3f8370c6f95ce195b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4050">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52GxmJdAcByy1ZyPivpUns</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4231d9ec553401ba6b4721c7ffc58df0a19cce1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues', 'texas blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10868</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lonnie Mack</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2108">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/765ad08f23f828d1a850c47ac417d7be260af932</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'funk rock', 'hard rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faith No More</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GbCJZrI318Ybm8mY36Of5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">882672</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5923">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'louisiana blues', 'lounge', 'new orleans blues', 'piano blues', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fats Domino</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/795ae538a48341d36523c1644b0da31a542db7e5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09C0xjtosNAIXP36wTnWxd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236258</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7376">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17795</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Forever Came Calling</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/beb351b33a116fd76d738d014f5e58e3ad683414</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'pop emo', 'pop punk', 'socal pop punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LqgxOMfONGBf034jekl9H</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5071">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gvT4Mc7kn54IUy08Y0Tr5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'new wave pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b735bcedad3c2f52ee566be8801b878214af906</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Brown</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10876</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4947">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kLU4FT0l2Bayn8Vir6jo3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'hip house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56ba129d8f3ed2568637602345b24d95059d0ed1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lidell Townsell</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1843">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">746759</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mQfAAqZGBzIfrmlZCeaYT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c772d0950c5b1b9a0d867980c4b86df665cda9f0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chaka Khan</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'disco', 'funk', 'motown', 'neo soul', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3978">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59fzcTUsoozikLmRY1SwHS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67ce3c03477fb36f1bf91bdb126c03cafe957b85</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis soul', 'motown', 'soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22188</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Carr</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9494">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nordic soundtrack</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nordic soundtrack']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pessi Levanto</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2b5962a0ccdf4f31677193e8ec23845790df292</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gJo8uPRrP4oYa63Px8a2o</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9829">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/385c2e4b28c826594b4fffe20a09e0b4a1aaab19</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2T03HaMa4RA484VbUGwnff</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">822</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heavens Edge</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly indie</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6478">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic doom</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0q32a3GRCjDxS4EIrC7YVY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic doom', 'sludge metal', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sword</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130027</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/138c970f18d99515225c9f8b00890710cbd20011</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5225">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toni Basil</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59hMeIYY3k3NoX54rrVGPv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8025</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe26422e30f43be7061e80c543e03424019d4794</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3940">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b47bbef35118d24e6c1a5f015949aea32c151b34</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7peASGSN6FkIFQ3XjLfBtB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blues Magoos</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10418</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3723">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92076</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic garage rock', 'classic rock', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'psychedelic rock', 'singer-songwriter', 'soft rock', 'sunshine pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Association</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12b6e1639f825d48564b201aec846639bade25d8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kuNswDC82PL9xRbfaZJaS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7435">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madvillain</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc99e9cb1976fcecb929d819b3dfc6f6fabca500</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aoFQUeHD1U7pL098lRsDU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'rap', 'southern hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218630</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1528">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28Y5nsvbE8IdoUAGNgCk0Y</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9f601dc762d6bca2c4fad06779d728703ea252f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">378</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marsha</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5192">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Menudo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71db5ab928934f243744a2a2acce5c7b78d42b55</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Edq1eT7m7GX0PvHW7yEDF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136434</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2031">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c145626e516a6817c43e7eab2b1cc3a5a9562a8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'hard rock', 'heartland rock', 'mellow gold', 'new wave pop', 'pop rock', 'rock', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1044515</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heart</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34jw2BbxjoYalTp8cJFCPv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11112">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4916ae8e5bd6753814fed0c85eef419886cbe15d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YfWFrv3tqrSFn0DrsmB9E</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">997</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MyLove</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6745">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'folk rock', 'jam band', 'mellow gold', 'modern blues', 'modern blues rock', 'roots rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/857616d529ab155d30bcb2e23f7a08c113611c8c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195006</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gFsmDBM0hkoZPmrO5EdyO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tedeschi Trucks Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/631">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1002708</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e561f4adac8b73e4aea7c67cf3f968cc1b42d40</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'post-teen pop', 'teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1INuLZXjjVbcJRyWvD1iSq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack &amp; Jack</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8252">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78615</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DeVotchKa</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark cabaret</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40338a5eee444cd607e280f52b769a89188a9b4b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hk8VgR64voU5ueK96W2DI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark cabaret', 'denver indie', 'gypsy punk', 'indie folk', 'laboratorio']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4888">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">De La Soul Tribute Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vfVNq7In0oOHiqQ6fZs88</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10503">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JMYAyFXgmEEEVvyy7D7Pk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ce5b0b2c518da7b009400934b307ba6005346c4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Biddu Orchestra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7021">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41e471a24fdd4182ddd9463ba379b45ca0b75c64</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469239</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uQWmt1OhuHGRKmZ2ZcL6p</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american post-rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american post-rock', 'cinematic post-rock', 'compositional ambient', 'instrumental post-rock', 'melancholia', 'post-rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Explosions In The Sky</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4053">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f013754f795f3eb3053c53428c0b483095c0598</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nd3tsqHVtnAWBCQgwtbIz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brothers Four</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'american folk revival', 'brill building pop', 'easy listening', 'folk', 'folk rock', 'lounge', 'traditional folk', 'vocal harmony group']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23006</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4754">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keystone Cops</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['finnish rockabilly']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">finnish rockabilly</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LKNHI6O0xj249cCpRYICt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/111d5e4c4a718affbc1763f7f5e781477e71a022</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6900">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'new americana', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Wfvw7rDz7HA6gE2z6QhqO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62781</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73df4d1d9f99765a0661f195b254f8ae484e3443</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joseph</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10737">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aviões do Forró</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e70a0a6a130d95c9f21558914ab0238bf43c64fa</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1489819</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mnhyGRAuExTL4J0soT4za</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">axe</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['axe', 'forro', 'pagode', 'sertanejo', 'sertanejo universitario']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10911">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of The Roar of the Greasepaint - The Smell of the Crowd</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jWN6B77mwyLXqqfYLLK6d</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c46d0463d20af836ed59af7982ce4528751fd8ed</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1696">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214366</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'bubblegum dance', 'dance pop', 'europop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7912a1e12fc68c9e662d64149bf97d0a7a14b1d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rEzedK7cKWjeQWdAYvWVG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5444">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62cafce94610151af7a1ef30f93aa37b15614c77</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l2UnpAOQOJ64OnmrAfGtX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eliot Kennedy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4098">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8181d823be8f04481d63e0cdd1827c91d9be5be7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Velvelettes</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68943</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72Q7helEnjOptf8FAoZQTi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'motown', 'soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2796">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bc23758fcd44ea5545d3227b2a2dce1d71d29ae</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108976</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QTVePrFu1xuGM9K0kNXkk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'dance rock', 'new wave pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dexys Midnight Runners</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6329">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'neo mellow', 'new americana', 'pop folk', 'stomp and flutter', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sXaGoRLSpd7VeyZrLkKwt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e158142d52e5c303284cf64a4d8b3b54f320872</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340520</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gregory Alan Isakov</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8243">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kbzJ40luXJ5IKnSpWr7SD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4247183996a0bf59745b0d2343ac82b67c7609b4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Joe Lewis &amp; The Honeybears</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53923</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'garage rock', 'modern blues', 'modern blues rock', 'punk blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11254">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Puckett</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3f544f74101268eb442b1391d978d9a2e0d2c8f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1007</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TlchWEaNpJFOjzsPPLBDJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3405">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68fc1febe9afa222cc8d0c5a3b20a67c4cfb4f7b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40902</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ann Peebles</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dM7jA0PXh0Ozz8LT2YOCB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis soul', 'motown', 'quiet storm', 'soul', 'soul blues', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4583">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Cozier</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">315</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PsXktnr6Ff4jxNJeVuWcG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5715">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc6b624f606c5ab01a51d43ba38eb106316021f1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1149</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lWPkt4uoVwqSO7QpuYmdN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Python Lee Jackson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9608">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestral performance']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7914</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestral performance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dicUFoK5LIbqu6OoHu8VH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a9738c6623ad6cba21d4fde5baba86e7975ba17</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Georg Solti</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3656">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9726c3e0ae6d3b5c55116ae1e857eda058ff309</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79350</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lffJlv0nRl0sIsHDmo0SB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clarence Carter</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9628">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25565</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zCyco6JHJv7zKHbyMmsut</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Tee</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a058337b59d2835204c6a4576c86f1b951272f2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'west coast rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8218">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2188</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f53dfe2373bfbe22272776b53876786641d3c43d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06NImT91wUYvhRqBAYO07m</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Hornsby &amp; The Noisemakers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/272">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19f768d93f6c80f7d4ca5b906e1c0376a3704389</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iE18Oxc8YSumAU232n4rW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jackson 5</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">807314</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4288">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63yrD80RY3RNEM2YDpUpO8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melanie Martinez</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92a5ad8518a21a8667f8962cdca0524d34e4771c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4653364</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1689">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14978</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54WwKfYhkYzFRtynSgtTw2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f513a879836239bba1f4ab4d7cd453cd5ff47b20</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country dawn']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kinleys</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1734">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2451</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bbN8BIF8Ys24597Zajine</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheek</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2194">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4opTS86dN9uO313J9CE8xg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3f45d88c4d4970b8af6b49f4d93a570a2b72f1d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1214888</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skid Row</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10772">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/972e9f7f4170bdce52efa4fb1a991879989c3002</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silk</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xnxrqneR4R1m7SsBuRI3Y</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10880">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9a04c8e8d66d5512e5bf3787cc16d9b66ab76d0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herschel Bernardi</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dv8SVWqeujx7w8ItDVX2v</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5409">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eLgh6OisMjiR9tWPyZCp5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Macpherson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1600">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yankee Grey</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">680</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dEmtnoOnNNor8HDMq8THn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1baaeb45ec48d0b36c0b3775e90ae7d6f623d577</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7579">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93d37ffcc37a168fd333c1ba7119596956377a1e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zunDAtRDg7kflREzWAhxl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eels</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267554</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'garage rock', 'indie rock', 'melancholia', 'pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4556">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285002</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Chesnutt</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cNV8vNe2fPFf6OfGOBbSS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29bd6aebb0efa5c8ef97f1ec9f22d0ed87d7afb1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5388">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Niteflyte</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4E6R7RltBr4S0RwCulB0T5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5baddb2d138a89496a79f0046824884602acc5f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">835</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/790">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Driicky Graham</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nc hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7h5oEr0hzlM0GFQMrgEwSo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e5390ca4404b003d96ba9d825702dceb71a4504</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27284</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nc hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1534">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15211</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SlB319k1toEaGunEFn6yq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cyndi Thomson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65707f0894d5b105266ab97dd2ad6830d0918ee1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7242">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113565</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a00b6941c049fc4a93bbd6039242a9c16526afff</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'easycore', 'metalcore', 'pop punk', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03jrbNTeSKP9m161juhm0h</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chunk! No, Captain Chunk!</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11335">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockridge Synthesizer Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/784b2b5156a05028cf834795efe507cf9111dbb6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74telYLSbQ71jmbBZp1V7c</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2775">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65c5si0ePAwkOCn4M35Ho7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sérgio Mendes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88751</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'samba']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c853b6ad848fc630fdce12d87f6b87285dd3765b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10273">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dd7baebd3b3b65f48f9136652e1d8b644bbd601</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical performance', 'orchestra']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xBSsPfZtPItmn72C2EHVf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6677</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Scottish National Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4634">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150330</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/693317e45d8b5e19006d6460404c17de22e114b5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hVcxmC7igpot32EzQf7IR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo r&amp;b', 'neo soul', 'r&amp;b']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amel Larrieux</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2045">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'post-disco']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56799</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b05e39a5c645fbbe2e7a73de886ac8b08d74e73</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GMoVpWJy4smKuxFuFTwXC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8744">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c38b58e969ff03d2e7d3c47dd26e66328e27fbb8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dame</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gkrkKLosyUaFAlxUTAcl9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6571">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78909</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'midwest emo', 'socal pop punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b76d00be2c230d3a649cc7a827f3b87ab6c1563f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kkyfIopIiVvaPHHlbsfac</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Movements</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10673">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55wOEGTc3QKwBJ9gntcOxT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pentangle</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'folk', 'folk rock', 'psychedelic folk', 'psychedelic rock', 'traditional folk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24933</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3559fbde520c3e80a2c1028b68e4e398ff114a1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1339">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">841570</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa3499bba4c9e3c7d93649582dc3c68dc974d198</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Hamilton</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DzRMyWgjuMbYvt5BLbpCo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4324">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OFiYrxwbrvFTqbU4VWyzU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">542</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a15540f617e89e768e3b05781178bb8b37b5ebc0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1364">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D12</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/462121abcc7994f6c677e4c7900a791a17feafee</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1128115</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Qi4Bb7a8C0a00NZcA77L0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2951">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IZpLucbO7nqXbdLL39Bts</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Gastwirt</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2154">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d941b983c122b1856856edf976958d729410375</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">College Boyz</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">576</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pOfA5zNiJGAeEFzKQznV2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1975">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Craig Mack</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55677fd1c4df9a259858b77fa89fc785cb007f2f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4akj4uteQQrrGxhX9Rjuyf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102159</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10389">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sF0N2knVCIEXBBXiZMqf4</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stanky Brown Group</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7955cbb5b48e2fc764148b2f29fbd3e8a3722ba8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2209">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desmond Child</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KgW65389e5w4xWzaVOuCg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1089</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc70d4316318c33f4c356e3dcb5a2ba2e0878603</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9343">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pastor Troy and The Congregation</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/004d37defd03fb4e677010bcad7780ba32c487a1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5w9WL4qyKKLHydMWm1rXIw</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8566">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Electrik Red</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19722</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lu1azxkCc8fQMYIhyQn8J</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/702d30f8024484f44c63a30faa6a6e7a6bc33e6b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7849">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.A. The Rugged Man</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66561</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mUHAiDazZq75gh6If5zoD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3832ced3d959f4ed69001c1f154673104307d74</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'hardcore hip hop', 'underground rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2720">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19150</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd07ba9403dcdcef52ff0dd80826764233bafc32</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RCsx4p5smZHYz2P5HLcL2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christine McVie</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9946">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39185</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gGbSXSwHWmrUBIG9IUAau</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19b3f9fad93256779ad5154f0188a5e5494e3dd2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['compositional ambient', 'polish contemporary classical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zbigniew Preisner</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">compositional ambient</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2083">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'jazz rap', 'rap', 'southern hip hop', 'west coast rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db124909dcc277881bf55ed159bd417d82e2ced1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pharcyde</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yk35uHNQclPXFGFoTU44w</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">306463</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1204">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toby Love</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'latin hip hop', 'tropical']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">301773</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72R3RMGmSmzG57R7OUaDaN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76f685810b0caf9a08b0c3257d50071c7c4b1756</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3115">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00f2c3cf83a5eefa881c63c5a0ea46c424cebfd5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7119</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy "Bo" Horne</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jcPHv7qVfqysvBT7Jmn7K</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/518">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Felix Jaehn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dee69bf59d8e360e02812d682ae9bda2f521926a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bL2B6hmLlMWnUEZnorEtG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electro house', 'german dance', 'pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">843003</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1079">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'pop rock', 'stomp and holler', 'washington indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1046402</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af67ff009703042c371c8b2759ac1c0a9686d9a9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Death Cab for Cutie</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YrtvWJMgSdVrk3SfNjTbx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5686">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93f885132168ee8a3109f271ba68aa4934641cf8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Hit Squad</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MwZGQETgG3ytrNm8Hrdda</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9676">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6aaa9c3f2fd19247aaf26a02b56bf984fa3c7220</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BWfZGPtsjRlRp7JTDqI45</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233750</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boy George</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/905">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hYxQe3AK5jBPCr5MumLHD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43d2b949b75d07184f0a1976e838f2755dd529f3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1001985</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugarland</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6541">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4da0201eb9473be7d6dd138b81678e79dfd7eb02</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mdiAmATAx73kdxrNrnlao</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'metal', 'nwobhm', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4540728</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iron Maiden</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/471">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PDqlUGugF5Jt6DZyATvfz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1c052baf67063bd9565b61c4a5ec0195ebb49f5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Betty Wright</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110992</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4561">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xBZgSMsnKVmaAxzWEwMSD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Shinoda</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339263</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43709949a8827f7145dc8beff038ecd7c995ebc2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7798">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bosnian Rainbows</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db3216621b3cfa86308ea85786c7d17b585db219</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26sni4GjXXHoWkWrBkyZnO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23244</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['el paso indie', 'modern alternative rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">el paso indie</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11495">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55638</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QnIBUOS4mUzs67rZ8r4c9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5428026e700d7fd70321e0dabeddd0106d92c3a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Phat</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8414">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eea1ea8a759abb2045ee6b1628a1be88fefc7f76</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OMJR0LjjKv21qNvICTgbi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Devin The Dude</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190550</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8066">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ac11afa5e2e1259c2da7a088b4638f57280022f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bKdOEfMk4ftojJQdyV2Ik</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67282</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler Hilton</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3786">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d1d3abc655b3afabc281c079b09ce3e70bc1873</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cIS9VdHDj2fozLl19Gg2A</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3835</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Acklin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1681">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114776</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/181d69eb2191335b136de8993e0c2ef9f381600c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Radicals</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Grjlu7ncIuCaSYvCs9fcd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5433">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xnukP6q4PWNqQUjQjMeSb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundtrack Wonder Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daae89e3feb275a468176f15dc5c9c2f56153caa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3613">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28KBKN6B7QmlaVWvrj567U</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Presidents</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">258</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adf85055c4943f8993ba9b41c7e5894491736b9e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10751">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oliver</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/448d19cc6a9a508227bdde3fcfbfa997072942a3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kn0edxse3lzsrrtrNTtyU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10945">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iiY1woiw7gL0gbd1Isc17</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72e7567cf6ad07c3f6b72f27c91d191fdbc9bec6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hondells</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1355</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7126">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jhdZdzOd4TJLAHqQdkUND</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Lawson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['devon indie', 'indie anthem-folk', 'uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb6aba354d60d5dfb698eebf2b082d452df06ae8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104395</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">devon indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11311">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D2lbpLnzT8at5YbIepkj9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/589722eb046099d784b9974450ecb8bcf431c58f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Davie Allan and the Arrows</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3564">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cd274d940fd29975db6a16e2cf4e3bab42a6558</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31dKMbaXId6TDHpoqvTYBh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Criss</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10372">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">807</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6494e7cb9d18f6918752d216b6e4287ade394b5d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3psZLweFG21o5Qx1ED6kRN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saturday Night Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2243">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">344295</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IBPIcSkvQZyoaVfoyZKE8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc75dab812d1d4dbdda1be2a3dbc9aea2846573e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6499">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'indie folk', 'indie pop', 'indie punk', 'indie rock', 'lo-fi', 'modern rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196494</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Car Seat Headrest</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d5260217ff854edb23ebf1f03e88475b9aa0870</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PbpKlxQE0Ktl5lcNABoFf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8395">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Are The Fallen</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95b8bdaf9af42a38a26d86e3fe73bf5f79c77b9d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V0jSDdGGQ2VhYuSOjBUjI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63318</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic metal', 'gothic symphonic metal', 'pixie', 'symphonic metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10148">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian rock', 'rock alternativo brasileiro', 'rock nacional brasileiro']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Brown Jr.</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3686707</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1on7ZQ2pvgeQF4vmIA09x5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f34f4efab247260553146cd35678b230278e260b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1394">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6506b568c8412618d1266652881879afddc923fa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UdQqCUR7RwB9YYJONwbdM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trapt</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">618698</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9233">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fandom</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qvqt4vEWaYEzLkV9nVkws</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12b47ddf0b865fd9ff7615b42e0e03d7843b3320</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3134</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7085">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guy Penrod</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23161</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29PfPMTOAqc611mj1siNoH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd5d05d7acd8c7a686165d1b82e494babbdee5a3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/536">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Omarion</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f5nVCcR06GX8Qikz0COtT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1462952</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/240a49c9fce12d2c74c9c992b3c73a7672ac30cc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2516">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NkLjsRsFnuPu9B4zqzBqq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbie Nevil</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5222</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac9775f2d09e243cc02b989d16bf7d0cdd9ef225</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7520">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5860</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic alternative</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stars In Stereo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pxX8ODU4RlnXmcyjPIPcp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00bb5337eaac2e863c1e839c827695049fd2aaa1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic alternative', 'pop emo', 'slayer']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2427">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sc7iUG1Wwpwx7bHeZolgx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'disco', 'europop', 'girl group', 'hi-nrg', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307641</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fe2d2493165262835a6605a5904c17b0de904ad</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bananarama</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7534">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fucked Up</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hardcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hardcore', 'canadian metal', 'canadian punk', 'hardcore punk', 'indie punk', 'noise pop', 'noise rock', 'post-hardcore']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df3da086555d52c009f20c1e809d44134cad04ff</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45276</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05C3EDw4Rf0qMhrdjFKncL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1740">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89ac000798fb0bd3f81149d2a39150782ac94694</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1055</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19mELXwQE3LGemD3ioO0lO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Ray</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5145">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Loring</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c2af81efb15bdcf047674804e6caec5350cea94</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OvZ8Dx72DO6lo6DRL6vjK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9061">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49f733cda81b3fd1a4646ca45e3920ff60486607</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jc496ljiyrS3ECrD7QiqL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">401154</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco', 'rumba', 'world']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gipsy Kings</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7209">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic', 'future garage', 'indietronica', 'new rave']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7A0awCXkE1FtSU8B0qwOJQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie xx</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a03dca371f38954acb93cba542b985587af7a14b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540363</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1567">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JoDRslbRb7yUqBktkRbrt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mya</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8bc2c37d4ba026d9ad5df7b6d0809c61d617025</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7775">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6682</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KPwr7woJJBnM4r0pXaJH7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f482e80d073cd3edeed774966c2ef699e88bbc72</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fight Or Flight</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3782">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3db37b3f57c486cff6df80902006f7bee99a64c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rascals</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g2n2H9ndqvejERtwZ1rHh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21752</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/151">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3114539</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Florida Georgia Line</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3b8QkneNDz4JHKKKlLgYZg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f90d58b5f54999e50d2e14d1f0de9c3924ac0b1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6765">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132672</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moonshine Bandits</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DBsiQxsZAKC5lHoRCdOFG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdeb2874db93b5f5d5b900b52c496025de74d657</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'redneck']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/362">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1685533969d5b68cbc630f991e873bd6467f1814</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XyY86QOPPrYVGvF9ch6wz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linkin Park</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13306473</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7405">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel r&amp;b</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michelle Williams</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6t7nbFAc2dUa7oNu7kBOui</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c041c6dcaef9b03a7cc3e346e98cd34ce755b56</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111759</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7516">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Antlers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154970</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba1f720329b8385b78e5d571536f95e39bfa29f3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'brooklyn indie', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'melancholia', 'modern rock', 'noise pop', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5o8Wylae9k23IEJMIiwd8s</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9458">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boaty Blanco</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MNjNMOZJ5GwRddoG83PAl</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d60959e2357463700a666ba3536ffe73adae48b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10555">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XtlLTZ5kkxXYPzJO8avcw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marjin van deer Meer</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/597863435cb970b1fcb009ffbcf85b562d6d4adb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5460">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79EQ2MmIK2wQakeotwFuNF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">British Lions</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">717</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a8d966a452a6b473bd35674e8aeeb3a0fe07d91</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4009">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d789469c36833da0a0f6edccec302a37796e0914</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JOrtaVhOgVnP7nzw6KVLz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7742</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blaskapelle</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ernst Mosch und seine Original Egerländer Musikanten</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blaskapelle', 'volksmusik']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11073">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4J8cVSLFJ4T4ReYLtehLj0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afrika Bambaataa &amp; The Soulsonic Force</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'old school hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4f5a5cd5279d216bb95d61234b64da500b831b7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7076</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7792">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">316411</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VAvhf61GgLYmC6C8anyX1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient', 'electronic', 'fourth world', 'indietronica', 'intelligent dance music', 'microhouse', 'post-rock', 'scottish electronic', 'trip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boards of Canada</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c533bf6f08a42119065d8c2171cdfa8e96720b4c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3785">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NVTeGmwd2WQm5r6DGHV2Y</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The St. Charles Borromeo Choir</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7471">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14149</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e9370838bd6175e7663a2c880eb331f9134618b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09Z3wZ88af1pfyJxziESQF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie anthem-folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Wilson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie anthem-folk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/742">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Brackins</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25586</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'slow game']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c791d4f208d19487b9f35fd4a92f198f3c6a19c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72rsQfzxNVLPpbzQzXVJSc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/856">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dia Frampton</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1deb0e9d5ef400b6c3cf3c8d1a0ebdbff5cf864</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36352</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ppkM4QtM781APpaX7H9t7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7482">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4af44acf0ad4f36b0f42d091dcf6ae6607898b95</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VLSTL3PChLLuN1T7lUv1E</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2015 Fuelled Pop</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5505">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4160</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VmoM9hUoCr5rQtbrVcZ8X</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bdb65b26c32fbb4c2e9bde913d0a8affc6c8e71</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2533">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d192241f8d790091af097a62eaa28a9c23ce8c98</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thompson Twins</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jVeqi3PNaTOajfvBa4uFn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273955</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/390">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a781161f9e412f54e7b2a9d2fdc07a32cb75b42b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'uk contemporary r&amp;b']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CoZyIx7UvdxT5c8UkMzHd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1055614</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jorja Smith</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5998">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z1i99yKa5pHTDHS5Mi8Gt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Choir</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8226">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whiskey Myers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171068</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26opZSJcXshCmCwxgZQmBc</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76b73635f93036dfd7946b4785de00d1da51a68c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8694">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179528</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7siPLyFwRFYQkKgWKJ5Sod</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dandy Warhols</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a4c52d1ff4e27bde80ed223cfaa9285fb57f473</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9996">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock', 'metal', 'neo-trad metal', 'nwobhm', 'nwothm', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35377</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grim Reaper</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3079e0ca518bf33c5ca512c7ff31c9b2bd9bb3cc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CSQtK60sg2jNNxnpThSN1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7448">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast reggae</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SOJA</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/167559fb94f2c38d2b5db518b461c600aaa3cc40</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">800574</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast reggae', 'reggae']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vaWvC8suCFkRXejDOK7EE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11288">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swamp pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Boogie Kings</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/380fc70032a8c86dde68bf36fb36fd490203fc18</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">792</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swamp pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02FT4qRWquTbmIJSSSp5c8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11221">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93570</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47Z8LEl3LnQkcpva0xSthT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2657fa7789ec2be647b71076b46f980f7540c73</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The La's</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8643">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'deep southern trap', 'dirty south rap', 'gangster rap', 'houston rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Keke</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1grI9x4Uzos1Asx8JmRW6T</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167480</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f278c0c3b98af13c4c18248862742becb603101d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6015">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xR4JwdaF7TH4UbvFju6rJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c461df913a6d2b8951113a182014aff3bda126c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock Circus</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3728">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IUSTXyUqaoGj3eWgTbEeT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duke Baxter</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6899">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11538</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Sweet</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3900a24652e41954d3d5a2cd1a07437b180534e8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vg0a7NOKvHrO1xY6pk2wM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'deep christian rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6261">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AZroUSVLr1sdkgCAfv1kM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff11e7088c5b20881dc12b3d393bed8e939eb232</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">618</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Junior Parker</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1875">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277646</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Presidents Of The United States Of America</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lZvg4fNAqHoj6I9N8naBM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'comic', 'garage rock', 'grunge', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fea0ca15171adee5a512bc9f417767d81c18cf35</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6680">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vuXYcTqreOLLnlKtMV5UG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rupert Gregson-Williams</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'epicore', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14188</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d05709b256a284d60ebed670fd51f028708073ad</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9591">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">562511</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sertanejo pop', 'sertanejo universitario']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diego &amp; Victor Hugo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/147385ecce4df2aa4da27c68dadf7215c02c700a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3k68C6mNMJL6OaAdWeW2ZF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sertanejo pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/200">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b7a1cdbf9ebfd3ca696d597136b51fbf8d15471</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">858133</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BlocBoy JB</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TEJudQY2pXxVHPE3gD2EU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'vapor trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11198">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R. Dupree</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45QEsMIhnAZojzQuhrqZCx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1772">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep acoustic pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f748fcb6fa7e0a24bb7b044df9e2abb73113f74f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Imani Coppola</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep acoustic pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2300</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4stDtiogPv0MnO9rcS4uci</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10922">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d3856c569ba03dfce994b393b15a542dcd9eff9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Godfrey Cambridge</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43bZIUUnFXOKtJowBQSWmy</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11513">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vyRisgvM6Wm0Pnp0qXx6m</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">634</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47166b7afefd590ce85086ef48cee1f6a0d1e6c7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweeney Todd</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1120">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'canadian indie', 'canadian pop', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'singer-songwriter', 'slow core']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Feist</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">524915</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CWTBjOJK75cTE8Xv8u1kj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0d3d5ca7e115a461b8345ce13c282baf2443fd8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3156">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jdObwsrIjSRnBbMw6lPBj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seals and Crofts</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'brill building pop', 'bubblegum pop', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e0eb81433b92ae11894a35a53aa870be824d772</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268791</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1775">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duncan Sheik</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37599</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AO6RTDA16mg8czQI5Y9K0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19920ac4717b4d8b70a27f1b8a72ce761ac46272</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/682">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">381512</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gWAItIMhYCdD82T8tvv3T</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b9c8c563697a0a913bcddff33aa3a24602cc908</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucy Hale</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7189">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475544</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lianne La Havas</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9fe06a76b2d7e71df622ae7a544a220aa4e44fc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RP4pPHTXlQpDnO9LvR7Yt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'indie r&amp;b', 'neo soul', 'soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8450">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'korean pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uGFTJ7JMllvhgGpumieHF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">512325</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/520b4c320d591b501471db382af6b0bc5d5af52f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ailee</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6655">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryan Popin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4154</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel r&amp;b']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jfghB5jl6RMXoiXqldVhz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/697470d431efd31af76a346bb3d25435f5280663</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6110">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3eef9502fb9751debb8d27556bbe4d76860a362</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XzcXzmeN6uNixhK0Qlbi3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Wilson &amp; LaVern Baker</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5000">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bingham String Quartet</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9e3fd5bb557b2255b9f602040cf967f21b26e84</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mJeMSV8kwDNbAs1FPKmbq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3310">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WlSvDKaq1PA2Nr7cCIPxX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Stills</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59ec2f95859d4f6f46128f7a35009d26e36428cd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124899</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1053">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ye2Wgw4gimLv2eAKyk1NB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11504435</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a06711d7fc48d5e0e3f9a3274ffed3f0af1bd91</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Metallica</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock', 'metal', 'old school thrash', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7121">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134719</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RRpZz1uPqY9E28kmSPAhw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d11546f53d57918d240b52741522a56ba1804745</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Like Moths To Flames</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3191">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jirMwr4cHJzjtx8vDX5IO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marilyn McCoo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/284ad0a3365bffe6ef7ecea5356fe50862509067</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1010</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6283">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'viral pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1601664</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joji</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4fbeb08b959ea138e0fa40d34ae4fa2c31213fe</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MZsBdqDrRTJihTHQrO6Dq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/567">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0E8NThqr21dCUKDFEDPpuY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">How I Became the Bomb</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6961a345eb4fd6bcbc973ed7f193725abee7273</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vapor pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3233</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vapor pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11292">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1151</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Can You Flow?</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EPT6qIDLeK4VGoLx0eSMF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1e4cb603603e03493c1c1d7650510cc5e1f4179</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2560">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2x9SpqnPi8rlE9pjHBwmSC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4c5b04fce8706c87663357b1f78522a3a5c641b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1004804</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'funk rock', 'new wave', 'permanent wave', 'post-punk', 'rock', 'zolo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Talking Heads</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5153">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3080c20ac8292b8741c686071a3d6a0c95b1293</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IeccmPmWyWloN3D6CwWMx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TMC Movie Starz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2858">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d663f75eff6eab0968ebd74ebfa4a76d3215668</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QckMzDoqCxIjwJJE1Prpl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leslie Pearl</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11210">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeannie Ortega</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZScUKiM35L8nM4Flfeplu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c300e6677063f5e0df0f75136323c06e804cd7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1414</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1575">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Changing Faces</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c51924d726d0a0fa20d5bf4f052cd9c93e0718a1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253098</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lJ6jvOiNY46L2juqXufpf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/192">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vSN1fsvrzpbttOYGsliDr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/759a87a167c3bf046798ecc60ad278f01ae4c13d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tori Kelly</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1624243</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4830">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk-pop', 'lilith']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5408</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a1db5e16b69edbd6434de3865c206c9d2a16af6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16BoY9HfrtxVodHVdgad07</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jill Sobule</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3906">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0a63dfrxBQKqh160P8iUNL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Country Joe &amp; The Fish</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2e3a58983247c8afde732ec825f38ad1d492102</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70625</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic garage rock', 'classic rock', 'country rock', 'folk rock', 'freakbeat', 'psychedelic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7456">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Apl0wL4OwNUDYkx69rMDQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Loops</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08fb36f350f5ce2913ceabfa60b87ce2c5c168c6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81588</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/832">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28ABOA2akZrXN9kQpqwvVg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5391</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diggy Simmons</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3640">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mungo Jerry</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37017</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6cf68fac3603e806f53ffd36120f1dce9499317</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mbvqMGpwLsakeH45p1Jrb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'classic uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8146">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327994</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f70e799d751d3c46d639a1d79068e03f0e71a3e0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greyson Chance</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Qnx1MPnHYt3jJCYrRFVwX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10844">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hindustani classical</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hindustani classical', 'indian classical', 'sitar', 'world fusion']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uE9TgBW0AaPDHL1qYbtd0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185405</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ravi Shankar</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31e8544d5e0baf87c54211adbd5739d3da25f5fc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4280">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candice Glover</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rHf7vRCsDRBkbA1XGT9e1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f653bc661386c81e56752cbd74bc1ed898bc13b2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9614</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11345">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LaTocha Scott</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0reX7t2M37jLqLy1Nj1FpT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8950">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Shupe &amp; The Rubberband</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c242e6649421116e737d8c43cb1f26da424a934e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14UDrYSSYIvARs1nIdVdXA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lds', 'slc indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2753</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lds</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/119">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">907431</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3c913b76f3c7f6de6c464ac1ae357a412adf79f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6s22t5Y3prQHyaHWUN1R1C</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AJR</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9578">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68fkzPiWFDYjsI9MhNR8Bo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03882ae712a3727df85c6e3ed28c8dc36d95fde5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eduardo Marturet</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3023">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop', 'zolo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">057gc1fxmJ2vkctjQJ7Tal</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Buggles</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48193</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95afb7613d7ab1723ca2a7c952c56bf6143223d0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2528">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">REO Speedwagon</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">950833</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48cde7a2bf0308246e754ce2a7e7a81a0a102996</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55vs7NT1KxcFjbMC4y202E</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/915">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S0dmVVn4udvppDhZIWxCr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'miami hip hop', 'pop', 'pop rap', 'post-teen pop', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1480069</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce0a4412aa74a2b7e591b23380e7b238678a1df3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Kingston</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/34">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'trap music', 'vapor trap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HUwZ0kumzCSlhFcjFZfpp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385545</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e7da0bf06635fcfeeea1f0139eaf19ab584b6c8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flipp Dinero</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1763">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gang Starr</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38e97e641a4e2c353e10e98e17c97de06ebadf3a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">462992</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cMgGlA1xGyeAB2ctYlRdZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6921">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79668</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'norsk lovsang', 'world worship', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryan &amp; Katie Torwalt</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bvAtcPT3evvSeHDyu2zBC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e784c5bf1a675504e73757c3d1ea1f814eb7493c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9991">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EdtzGPA7VaIbeMr4Po8zb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaf2c1a46020712d140b3b87bdccc20ee03c3ad9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19217</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">urban contemporary</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miles Jaye</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7181">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9db90cbb542bf23d6409875450604f4e364f22ba</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Politics</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RbyaF3Pq6iDUKNp04AIcU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236746</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'modern rock', 'stomp pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2175">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawn Christopher</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'diva house', 'vocal house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TONYCzAeoUCwR3i1nAQwB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0a91e6511ac7e174fdeb0da4d3e56c8d6067ad9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">818</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4484">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8-bit</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c8461ff8e1ca67a9f4870d2afa651dce6ccdd3d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10748</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['8-bit', 'chiptune']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NT2ol2lqyRSUzU4m129Ic</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8-Bit Misfits</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/648">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">522119</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ktyNEnEukKzskQEiXgCFD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Craig Morgan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5faeecf30fd8a3df2fe7445b325f8805758160c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/319">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ScY9CQxNLQei8Umvpx5g6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">650289</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fat Joe</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afe72a2934d06c057d6155cc21342d4acdc0501e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1855">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1B8ySGDAiXTCvnJNH4HSCG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All-4-One</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f912eefc0e58217cb38dca4fe6a2b7fec16b826</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303648</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9850">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dbfb565748a034514660050e32d1a6e8ceeb361</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joseph Angel</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1662</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HuHRxtq7Gq2llYgzAxZ9p</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4389">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ffo5s0LbKoZ5vTWGjbHUG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Digger Trends</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46750caac9a915275be88593b97256bc838d8185</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3839">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rWKAmlxinr3muqedXVIHa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7949</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18c7f65bc21efcd6825e8e110887972b86f7b69d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'british invasion', 'classic uk pop', 'jazz organ', 'merseybeat']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Georgie Fame</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11484">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8214a131c440d1506158dcd545c07aad378c5776</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DknUj0b4KnBS5ucwpRdGz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Stephan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/966">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">533HtQP5btWIZcKlHJtEWK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Wilde</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a03f5054277c00c25a5ad7bc21609bed9e8ee63</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89482</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2876">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed45f575339b044d7168780a15ff457b85be851a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carpenters</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'folk', 'mellow gold', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">978806</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eEfMU2AhEo7XnKgL7c304</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10309">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cVZApDoQZpS447nHTsNqu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7acc9be35b4281793c596a86aa23f860b5e604b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'korean pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LEE HI</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371420</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11352">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Muse</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">090ZSUAsRlmdgBNGP3JpGE</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01383e1afac00fd2c0819bea7824bf3f74294a98</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5312">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian alternative rock', 'australian rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flowers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13737</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ic7597AdNZRVWP8Lwoa36</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca2a0f6f002606758e54f4b57d017b042dee29b3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5045">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zIiPjzcnAXkhlVUpL3A5A</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42f37d459c55260c90cc28f11d38126b8235eb3b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1912</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chimes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2768">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4308</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lIZtBdj4HBILP2wAzPILy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5effa8895fb258600745e0e01d16b2c9f9c9301</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Axe</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7597">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/945748b003cbc0ca8f2c551aa957aa795fcff0c8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164350</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Todd Terje</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'balearic', 'deep house', 'electronic', 'new rave', 'norwegian space disco', 'nu disco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49gaZqfow2v8EEQmjGyEIw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/236">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">651663</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Rock</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28ExwzUQsvgJooOI0X1mr3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/774454e054a4f45cfa4f74907caa45649c5d521d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10320">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'hard rock', 'modern blues', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21b6038f8a9c8f39f66a23b6ddbd33fc65e8fb24</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rory Gallagher</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kcWyDvrlPUbyxkIoM6pAV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170948</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3646">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qFVpbWBPJhBNaEDVazsxz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al DeLory</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd9f06d6a265de2d15d3eb7acfd8cdf8d5f3835b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4763">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ON3fLFbL1rHfHEjeYNKsO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda Marshall</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f42d88d0f9ea645f8e0558b60e74da34b67e259</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25236</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'lilith']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/16">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Helms</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38EmEgXkgK51MT2tPY0EoC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dcd3f5d64a65f19d085b8e78746e457bd2d2e05</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10136</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5095">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WedTUDKS8Ui8MnQEfyiPk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c3362f0d43b95121ec27da367be4bf7cbb51e1d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scarlett &amp; Black</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11510">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8371</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MGyQRNDBHqVYkW1nNKRBv</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Period</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d709459027e8a29f738436445421901ec91845ed</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10580">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sick Of It All</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'hardcore', 'melodic hardcore', 'nyhc', 'punk', 'rap rock', 'skate punk', 'straight edge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Px6nQCyIRM4Gj0tyvZ1TU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e42b743ccd2e48b76e38367e254b83f68684d6f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90291</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6437">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Turner</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254536</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b5ffbe088f0a596f0abc3de6f9c6346f4c2495d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27M9shmwhIjRo7WntpT9Rp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1672">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bea928e9f90fc6a8fc044251e2da2329d9e7453d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194157</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everlast</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14ZxDAK6ITtZZqPdiWrvSn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8130">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'piano rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11998</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86b9d3c4241aa5491b59cd76852a9f954394c943</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ot9O7VY8GvclUApiA3ili</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deas Vail</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4102">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1106</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b9b5b59c24c9097d636a7675e04d58345e7ab7c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ned Miller</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59zvXMeM3koefoJWQhBki6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6487">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46bebf63d806c1fb8a278f843f99293ed6694f83</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hAhrnb0Ch4ODwWu4tsbpi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yo La Tengo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'art pop', 'chamber pop', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'new jersey indie', 'noise pop', 'permanent wave', 'rock', 'slow core']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264076</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4489">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">030sRm1rnXI9MeQ23pdax8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242904</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b32c86d16627ae1d8319c65b7a96fb4ca3ddc3c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boyz N Da Hood</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2385">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39232453a7665ba95cbd4fc33482b191fb40413b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Zh3xrWlA0SA9Fsfj9AVwm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wang Chung</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124298</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10631">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8707</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eh3NWjKDBI81nFl9uhWtU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8665eea9817f85e13ceefef4f619b3f168def748</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Hart</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8388">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xkcwRg55mqrQwXVNIeTBm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Osborne &amp; Orchestra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4487">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35281</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qKoy46vPnmIxKCN6ewBG4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/473871578b85e7e4822b5a28971e77123288aafa</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butch Walker</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8638">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrey Rubtsov</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cM1ZZ1itvCAkqeoPyG0GE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9128d39529155058d1285de08c697b0d0949ed1e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5580">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hamilton, Joe Frank &amp; Reynolds</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89748071c1d2cb1a3bb6ef0bade9544d8edbf528</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16429</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vpRSadEAzLs0ikY7gAESe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2663">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2koMWjvRRF0cOpJnjhdKx0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic russian rock', 'glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61f6d9813e708ade3910962da9d71deddf6d29b4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Autograph</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79508</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10674">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5612ca6b8d6349f0b612031483b3a21bb7b9ad45</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'banjo', 'bluegrass', 'country rock', 'folk', 'jam band', 'old-time', 'progressive bluegrass', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Hartford</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NAr5zThPfMx26ISgooQK6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19542</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8442">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82e54850084571534328f7509880a835c361296c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KDuKk6YdEu3hR56HtXmxt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Story Of The Year</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254304</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'emo', 'nu metal', 'pop punk', 'post-grunge', 'post-hardcore', 'rap rock', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4043">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan King</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'merseybeat']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1536</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bvo51530qqjHyHapoE7N2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70d4d27e298c7c1c8abba2f898f669420d2a4f5f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6639">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a6493fcc182681e118e763889eaf21482f55e2f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">930</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emily Saliers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XXzbirPMlmi5sXeHUHX6F</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8051">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76c19c7f5bca8e99252e5d5194d6623fa193f187</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock', 'boy band']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29119</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72BTmmAO3QfETWlFjwjfJ1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Human Nature</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3450">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'southern soul', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be8c24d6773ed813a2629cf4cf5ad7c4dc0ccff5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Birth</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65856</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34Bm9d5DAJjSnaI02BCjdA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9779">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holly Dunn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'nashville sound']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RkW6o1M8sDx2FzeAEoNbH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47154</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/362e412b187753d19dd985b3dfbe4a28a2f579ff</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/643">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'brostep', 'dance pop', 'edm', 'electro house', 'house', 'pop', 'trance', 'tropical house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2o5jDhtHVPhrJdv3cEQ99Z</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiësto</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75b06fb7f4eef88d06067ad277840ccfec3eb1b1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4564469</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2479">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38f548be383c85e312b12491bd08b45c5fc6f241</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18xgcedCGxFbqLbIQn5R8F</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91572</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miami Sound Machine</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9486">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66876</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'conscious hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WelTIRY2ET1Xhze34RVG9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db5e7ab30c2e5662988d489334fbee00b9b2a257</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Psycho Realm</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9495">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9726</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KVR8D2dx5Td8ONhNZRLkM</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4c4f23960a132091e285929d5667855ad11295b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mass Anthem</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9381">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77373fa088927d93cd4982d8e7c0767097758b19</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V8U8U6LwsHGyRTLCt9t19</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">784</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rosie O'Donnell</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11160">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fc819aeeb3e2310751d26638b1145e38650d551</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Co</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14LqWJuShbLIy4PBJaUSa0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/189">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e932a299f15c1470e6ba5d15400b658f5bbcbf26</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janet Jackson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qwGe91Bz9K2T8jXTZ815W</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1633430</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2488">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lzordPuZEXxwt9aoVZYmG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'dance rock', 'hard rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d07a9712569938da6cd1997de783aa0e38414a4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Idol</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">738733</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10055">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72698</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ff910c920ebfb8cf01a4a662afcb544aeb14499</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'modern blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Buchanan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0augulkuXFx1qPfb590w2C</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1307">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81a8d88364bdd4df73189d2619d6ead65d5023da</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Boi</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236935</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'hip hop', 'pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ht3wxeT69CzyKFChNnNAB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4082">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1N9sChRQWw3HNwySYlt0o5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy And Cleve</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8524">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100284</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tMZahYVKJdjbC1GHVtNnV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3296d83792c5f524c19f62bb0f0f701dcaa4d4b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tantric</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1467">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6cfde24e8dde3bc5eb7efa75d2665419dea64e2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Mo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105887</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wBDD4FNJvob5fAGkAIQ92</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/798">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2610</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lauren Bennett</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8d8ca0385a08a702f425fd00baedb481385fd8b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jLE4BoXHriQ96JagEtiDP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/50">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul McCartney</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'folk rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e9e61aa45f32c8d6c35a7e407d50ce1256df210</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4STHEaNw4mPZ2tzheohgXB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2386844</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10711">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reuben Green</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55VHz9guwSM4BPvM5BaYzt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5a4305034f8ced9ffbb74072a6a006130d52905</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1594">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee2180486a42e11b6a0dfafdba9e2dbb9297a9b3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FD0unjzGQhX3b6eMccMJe</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghostface Killah</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432488</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'southern hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4459">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83b48e338618ec9ff89f545e72a9634efe0df4f7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3c5SZMWLIrnYqoAiDnO5Ll</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">654</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dos</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3647">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanity Fare</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4651</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'merseybeat']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Wt8hmgHtXUgwsLg5NpMZv</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7b366410da71cb83b34f73d672b37119dd7c518</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5053">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1368</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grayson Hugh</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed008ca88fefa7336f87dbd388d63f8f80cc321b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SA20ppwlluQj8vOWyUc0F</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8493">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZVqyfTk5GaaRiQNQaW9jg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122698</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeffree Star</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bea3826f68f62d286876f246daa4e5313e1584c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropowerpop', 'strut']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3941">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bdcb1cc65a0ca1d54018e308bd2471e9c4820ce</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EY5DxGdy7x4GelivOjS2Q</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158803</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Connie Francis</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'easy listening', 'lounge', 'rock-and-roll', 'rockabilly']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8516">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13741</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anjulie</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DTbdShHu2RPYEEMUp2XWV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d57af4a73f4532e4e4bda9b4545f11e60cc7c4d0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3580">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7s2L0cftC6UBVVxADuyfwS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe South</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5cfa358678421c2ed5477173a5da76a4d77fdfb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5260</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3449">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ihlGBitf3qlPIgw1jYuDg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Finnerty</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7929">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31070</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f44ed8700fd1d27eb71348ab156e046f5d0413ec</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saigon</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mTfntDCCWRozUnyxpGf6E</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2589">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4d0fb18cb338eddee6b482779d946183a743b12</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mEIug7XUlQHikrFxjTWes</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Diamond</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">838248</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8803">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79d0700db28795c6cea7de08cc2ecbb98b2ab3f7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lori McKenna</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk', 'folk-pop', 'indie folk', 'lilith', 'new americana', 'new england americana', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29256</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OV5mEATxtVma7fleFaUyl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4877">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeru The Damaja</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CsOL9C9iLL0eWKINlDxzQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103548</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'turntablism']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37d16546075779c812dd31d6d8583c9e525d6df7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/508">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'virgin islands reggae']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R. City</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105287</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42d26574da8fe764cec5e6c20eb7ea5ae9380f99</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TH4BHy0LdBi3dpBW4P2UX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10505">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ad124b101d135884dcb9b388d55e675931072bb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Scott &amp; The L.A. Express</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gVCyWZlWtKrdT6uLEnf5j</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2469</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1250">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EtuDyQhDQYISGg1DU5qZj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Collipark</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1119</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2668b2e99368fc41577a86f229f2337472c4b4a1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3848">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Letterman</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3907</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d371c0b3e688915ff217a23fcc2b724c858686b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VXoEqLAQabJixLonXrf5M</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2010">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electric blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electric blues', 'folk', 'folk rock', 'folk-pop', 'lilith', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">299617</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KDyYWR7IpxZ7xrdYbKrqY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86f7a3859360cae9e8ade2948ea248a328c91536</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie Raitt</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7388">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nehruviandoom</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98da0b91a197463f9f90dab599239c41e6d973dd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24976</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZWQOiDsRVjQXoSljCxraD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/593">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c4e10acb03d0dca3fefba025afaf7e2f358c2bd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4meDBzKx5uVl8HY5WbIJJu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3361">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WRM9i067hd2ujxxi8FI3m</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8208d86ed91c50bc9ffbf8f436c6e323e6bda480</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steppenwolf</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">684956</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic canadian rock', 'classic rock', 'folk rock', 'hard rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5478">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2g6fa86fL6oLcoDqanBbuR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48ba49ddd4b25142292686bb5039b24eac3d543f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119044</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian talent show', 'dance pop', 'europop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delta Goodrem</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10216">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a11758793c0ce8fdd7a3670d50305f8c4474a5e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Victor Ravanelli e Gabriel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mpgPsrKzNBfVBD7XbAVKk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6870">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pop punk', 'screamo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Day To Remember</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NiJW4q9ichVqL1aUsgGAN</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1473190</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25e98c889e5cadd0b053c5e70dc8a660facd880c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/99">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6573993</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1URnnhqYAYcrqrcwql10ft</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21 Savage</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfd6e47fbe4446750ec209dfa37bc919cb55c86f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'rap', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9808">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ztOMNgBL5L3BvvlGQivUY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36816b04882badc89a48311f5ef0450a9a326e71</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timur Mynbaev</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9273">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78985f0de9f40e271683580f7dc9474efb177161</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1328</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remedy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Z5hmVxMatrIWgNi989seP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1475">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama metal', 'alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62559</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21ALJSG7U07dShegeJQ2xA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TRUSTcompany</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55967818a2a713317249267efcd89872a0cf23c3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1167">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7w29UYBi0qsHi5RTcv3lmA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">966892</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Björk</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'chamber pop', 'electronic', 'electropop', 'experimental pop', 'icelandic pop', 'metropopolis', 'new rave', 'permanent wave', 'pop rock', 'trip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5001ca3c3cd95734aac7320d2199b9b515595375</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8912">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277408</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83ee7923b28dbf47ae342aca1d75679fb263715f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katie Melua</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk pop', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uCXJWo3WoXgqv3T1RlAbh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/473">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3050</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nyla</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VZY0nxYMSNotbS7WjNVQy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e1b6c60937c7643441b39dbbebde8e0634e5d63</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7342">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e30a95ed5539cc08cc339439a596db30304d31a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damien Rice</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'irish rock', 'irish singer-songwriter', 'neo mellow', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">761538</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14r9dR01KeBLFfylVSKCZQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10867">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic danish pop', 'dansktop', 'nordic soundtrack']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pqg1wPgIG4FRB5nckEPJw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bent Fabricius-Bjerre</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1923</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic danish pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd2f3e00b3a301dadd6d3fe22f34eeae457beb15</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6901">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22492</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bWdqOEkgKiSmVnHZM2feN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Banks &amp; Steelz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/538fe5561c4cafc9b46e19d3feccf7ecc7481591</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7486">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20155</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dOaom01dm1MhNLnyHpWD5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Andersen</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efbbaee5e8a5a5c5d8cbd1397572501fe933f1f6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian blues', 'canadian singer-songwriter', 'deep new americana']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1388">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63046</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'old school dancehall', 'riddim']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4c4iX8pe1SV13xToguoelN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84c30319b6b2f068a2c026945c8562d9ee739504</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.O.K.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8782">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ba9ae20b206b75982450912957005b56d41208c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spill Canvas</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'neon pop punk', 'pop emo', 'pop punk', 'south dakota indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4W8SeWrRZUburGZyp5JwYj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80613</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6583">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german soundtrack', 'soundtrack']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hans Zimmer</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7400192eccc75d72a35f77f1df503ef6e937c066</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1654116</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german soundtrack</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YC192cP3KPCRWx8zr8MfZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5056">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ryTd3phphtFSZ7gBE7SiB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul II Soul featuring Caron Wheeler</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7261">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39741</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Clark Green</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de4c77c7f4408f1f0cdd0768b0cb75a75cad45a5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cshCXEe1I7wlRwdrL91ZQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10846">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bang Jun seok</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soundtrack</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5237074d4a444a2fe9056524d48a195d92c63860</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58v6xhLmTYUipCA4c2RFLd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4164">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5b2OzvLaL6nyxw5pbVbSdy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23593</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skeeter Davis</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/744181a5596d0f85142c1041344e8d7b59e79593</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5589">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XALv74pqJV3jeZ31To8KD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bimbo Jet</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a0614569e605de9dcd03585fc2252f14fad5f76</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3920">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19192</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZZHB1Xh2PM88QTMiqHB62</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">? &amp; The Mysterians</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2704948faa539e47795627354cf0ff860206ec70</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1507">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68fDJuObatoaqeQflMJ25a</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B Rich</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4b23fd266c8d74f85cf83b3189d0ebe659d08a8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10863">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Kander</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60227d15936009e8bd1e1d16bb9b16cf0e51fbd3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xSEQmlssbeoIUdQ0HFjUT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">984</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8105">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Landau Eugene Murphy, Jr.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CTho2tukXtFo2lP1Tm6II</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3570</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e9af9134d74be4376c679c7acf25215b64aa3fb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/852">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/507fd89a3d7d45f0430bdeb3794b991e9e641fa2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mat Kearney</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NQEwAVHBNcI0tGMLlWwF1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indiecoustica', 'modern rock', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">373622</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7443">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b4ffa564333c9468e2679c156638eab3d7761fb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Code Orange</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qtECqesbU29iftyeWmldK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81063</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11404">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Orange Circus Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ywoe2d6tPYYKZlXFxULYW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad50277925367a2a7047c48fd48b9de48234afaf</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3383">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe55034b32f754b4ca041c8841d1e6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Haley &amp; His Comets</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128769</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MFp4cYuYtTZe3d3xkLLbr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5088">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toni Childs</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f98cd785b40aa5b514a1b7d87d9e9e08f73df35</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lQC1mHpO4lvLpN9XYZlIH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14738</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11244">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Weissberg</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3247</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0e59a263596f8c98923734f48a74d11fc60bf83</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dIzGSHkciATTqFH3Xox5g</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2743">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deborah Allen</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a071524014b85a8f377d8b964d0ae0e5c6fc8e0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WO15UbgUyKKtn1anzZP5u</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9015</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'deep contemporary country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1553">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26234</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6351ed4c50a1b65bdc9a2c70ea1792c26836598d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hDwYJ7KaXEQV2XBeijKNt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Chat</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10028">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46Tr6bzLL8ZOHpJwA1TsCN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Friedman</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d083bde4f067483b142d2e56284fe32e2cd40aa</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7372">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/109f11a63202723ccc9791e0a707ac9be1dd1a61</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100257</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie poptimism', 'indiecoustica', 'indietronica', 'modern rock', 'piano rock', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jukebox The Ghost</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L8jXe7QeS9oYUoXbANmX4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2410">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41734</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camouflage</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ebm', 'futurepop', 'new romantic', 'new wave', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ebm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YTbBGa3Tf2rRPhiJxWoUN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4966e099551f6c0c52006410904d289dd03e903</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5120">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87de326fe5d3fc92e157d29593035b64f6a88f02</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan Butler</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22704</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gl2M2G5Dn5XTEW30iMMoD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz', 'smooth saxophone', 'south african jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6660">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8d7504b196ac2a1a4369283d1ca6e35cec3b1f3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">442336</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['channel islands indie', 'tropical house', 'vapor soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q81rlcTFh3k6DQJXPdsot</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mura Masa</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">channel islands indie</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11473">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terror Fabulous</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'lovers rock', 'old school dancehall']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Oq1UznFoef8kJK0c57xIF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15846</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ee20d8ac374a018dd0f287387ed4273279b06af</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9499">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lO13Grp3I1AsIbcACRWvv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f20cffea471d4ecb78cbe69964a73446f23025e6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K's Choice</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'belgian rock', 'dutch rock', 'lilith']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40917</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6547">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1099173</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YdT8QvV4QvY4DfVJhxdcZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71c07ef718ff53f0c85d42f65e091415e7012607</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace VanderWaal</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7280">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213016</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dPl8axUL09mso0myZqPZW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Maher</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'canadian ccm', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9919dda56a2ef62e02dd671c3ec815dd5b135ce</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6613">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvvays</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/098b97354be95aa4e5f3cabfd66870f8252984fa</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'folk-pop', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'shoegaze', 'toronto indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234664</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kzwYV3OCB010YfXMF0Avt</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6611">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'new americana', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59529</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lone Bellow</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de968fd8d3a9729f9e50373d386b64f0d7553ed1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JFtD8KnbAADBBDleIMuH7</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2061">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32lVGr0fSRGT6okLKHiP68</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c4c0102f5af49cd90bdbdef0431ae683658c0c9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taylor Dayne</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'freestyle', 'hi-nrg', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190267</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7736">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4734e2013188e90ace93d208b0d916e59040a1c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1025117</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Placebo</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'modern rock', 'permanent wave', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RZUqkomCmb8zCRqc9eznB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5680">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Williams</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">580</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q4275hgJQNhdOZtMQhQp8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f834630db024329ff461c7c6947ebed1f403bf2b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5376">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FCzCS0KEgb0rgySWINItO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58806</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb955139baf406a2b89eb44c1359db1d238d016a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'deep big room', 'deep groove house', 'edm', 'electro house', 'house', 'pop edm', 'progressive electro house', 'progressive house', 'tropical house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CID</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4948">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M T F</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b60f56cbcc15efd20a1d00252c65b16e9bcb350a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RBsn08bagbVECVD8FLbSq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3796">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116433</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Brother &amp; The Holding Company</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56a67407bd06fafd93756d4bb827c4ac74b4ecde</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4J69yWrKwWJgjv3DKTZcGo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11464">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90728188b381c4bfb52d325f51fd69bc6544fc1a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Straxy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WDbgfxR6PBq6n4Uaby3wT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5671">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/183f164d64e5a13ce462fadd372cfb0265e4ce5b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tufano &amp; Giammarese</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7co1PJJq9Kwr0jLLbS5NNh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9649">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/837669878df5f45740d16c927bb1ac4f304c371b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14828</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0a0l3QVhfMwQNAO4wPAmP9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sounds Of Blackness</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1114">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3e740cfaf7aeb612626d9bdaf81d4b016615291</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90463</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7whckrkkTMEuvqfaNfMs7S</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Voegele</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8654">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nikka Costa</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vUjpCAR58MB3Jq2TsKUmK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24362</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68139beedf3eb5f3b137ec5947f34fa9f3fe5ac1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10561">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unicorn</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XNCOHpIUTq7V5l9GTVhs8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bd33bf244193a2fda2cc18b9f11812be613e3e7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1820">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UuoJfJ9UybJft7a8E6UHX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Better Than Ezra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b848eb650386e054be7c6b0da252b2d65bd6281</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202117</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8074">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b66acf9e20364f2a2d58aedf78ec7d9c20700788</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WZRD</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61469</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">415rtLOb1FDKZAxo1IJ1hW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3154">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c3e79868a97bb26a5ce31e8f4fa0ed10b47e1a9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rFQlnVFNwI3H6QLDL7LFN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kendalls</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29346</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4751">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">262</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TBR6hnNO9jfoiBrjypSW8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blackout Allstars</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5757">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audience</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zdr2HpUrWzxK6KAD8r4mw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/accc2eb3757130b2c7ea62e9a7ecc7ae9d677e18</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1795</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2076">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29d1f2378dbd138b2b7fad8666ab6b547448e498</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peabo Bryson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211402</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'new jack swing', 'quiet storm', 'soft rock', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49iKbKGqgn8OESkW5WduX0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4214">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nc hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fecdde3d14fdad21d53bdb2d0c73306746f6141f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63406</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Luke Nasty</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nc hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yZwlOVsfrp4wb6d29KkGM</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10133">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cca9d6a5b37dbe9eec38d48cef9686dbdec13af</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2661</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christine</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tPdlblQ1h11Cd4FycbZkQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/919">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5802cbd4236451a2ae39d213fd087fa925bfca1c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'pop rap', 'post-teen pop', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Sean</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">938380</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pADjHPWyrlAF0FA7joK2H</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4028">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UR2Ohlvs9osiEwbJVQHiq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13292</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychobilly</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4e9c510ab48d5e1397bf43a8350741be123f9de</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychobilly', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Go Getters</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3499">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51hRQLOySCpDBsBL6C03IZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Detroit Emeralds</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'rhythm and blues']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df38fdbcbf646ebf82a4d2687cf6399784dce7f3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4407</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8083">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92400c43175ee1ced3b4eab023423ffe3914e73e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122223</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20apXQGKM00jJTvYfyKwlb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maino</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6558">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12zbUHbPHL5DGuJtiUfsip</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julien Baker</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient folk', 'art pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146432</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71151c3a9dfc5abe722308813e5b2bf1c0bb65ba</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient folk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10802">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5300e716e94085da8da20018c39c965b6269e432</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical soprano</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J87mxfzE58rZLrRIOx5I5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1033</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical soprano', 'compositional ambient']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace Davidson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6295">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">611216</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'folk rock', 'mellow gold', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc0d496b55103b6457a2a79bef935f105a563bc8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Knopfler</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FI0kxP0BWurTz8cB8BBug</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6149">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Marvelows</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UBLqIfKvD6GNuZefZQ504</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'doo-wop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eafb2397a617edba1ba72a66eee8c6f87d030f19</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7628">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66132</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Culbertson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WQ8grqJHB2Y0IDjpro1FE</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf1745f2d08fa6f923dbc88bdd761834c2bbee2c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7227">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163269</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'emo', 'neon pop punk', 'pop punk', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Four Year Strong</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qqxspZOkbN00bu6DaRIrn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e1064db505867a9c34e5225b7e6e16fe91a7d97</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3774">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam &amp; Dave</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'funk', 'memphis soul', 'motown', 'soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165271</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1f68bdefbe49b474c9aac457114aac70d06f880</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BVYdY4PyfCF9z4NrkhEB2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9982">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47c6e700e872df078be6064d3ca13ad783c31a3b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17U2ImH5IyYMvjkCfPhMHT</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Communards</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125277</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'hi-nrg', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11237">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e97018907e79f46cbef1ab070926cb7e72b70ff</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oliver Schott</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0no0VmDMQW1bSBVfvfAwSa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/651">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3guo5KSFSYSvcyH7kEiNBy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dac234d94e71d2ef75742d0a01f33e3ff793fbb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">747</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Priscilla</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10764">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/157eedb4cca159958650329719c164f2e7f1df99</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3C70YyGomtFQ5JHGOJn8A7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior Murvin (Junior Soul)</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10394">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">861</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c8f36c434065d90017ea84139c5ab49b3e7c3b4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bwH1cJYUTVGx1Tl0E7dGP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tuff Darts</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4722">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peach Union</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6o7L3RA1SE98G7w6FmKPPD</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4772">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hqDbwb0MVaFExE6mhTfek</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/038a33ab6f371e9c36cad8260b91b956892d76c9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katalina</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4705">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275275</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75fd21870c53bc74ab194b8c4095911a77b27522</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J3nCyJ2KtGhh9JuywOrVD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LSG</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1238">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24XtlMhEMNdi822vi0MhY1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taking Back Sunday</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/563bb4b3776fbbea7c05575b1fe33d4c0db255de</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">609706</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'pop punk', 'pop rock', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2351">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a57b7918734d59803286eee4fd95222fcbd52c2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">706</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dino</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uggROm4jK7AfATvau6ATx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11449">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XzklWFh6ySjkph9Ww9hhl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Booker-T</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7bf7cba3a682cdd5042f959cd8714f845fdb7a8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4510">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zAmfmJQ3McF3XqyHdjuGG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80bd79e06d658536fa298f091fd36cdfa3c0a2e3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10651">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">399</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nPvc48mncwwQL5YjcrfL0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edwin Hawkins Singers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/330b771a58359ac41a4e8b2eb1bf49baa4dffcce</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/695">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4927761</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'permanent wave', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pearl Jam</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a7775f16a99af5d353d4eb31ec0ccf908a6a6d1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1w5Kfo2jwwIPruYS2UWh56</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8649">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yNSzH5nZmHzeE2xn6Xshb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calle 13</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1871597</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin afrobeat', 'latin alternative', 'latin hip hop', 'puerto rican rock', 'rap conciencia', 'reggaeton', 'rock en espanol', 'tropical']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edabfb79fbf3d71ad9d0961a7b199a1470fe5372</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4431">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Country Queens</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b003b197f445eb872f9d11c927f386283cd4154b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gIfJmtTilzroOcBZEeM1O</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7172">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SMYoM2Kbcj6rI6U3FRc4U</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/493fe57c642f300436085aa7ed05c6f4e0ba1f48</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210620</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian indie', 'christian music', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sidewalk Prophets</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3863">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31284</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QAGLCom3FHTTiuRFsjzOj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa043c0acdf02c23c449e1f9659c4d8f510c283f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carla Thomas</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'motown', 'rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6420">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206652</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zaytoven</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'atl trap', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'vapor trap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adabe444565e3188013d21bd5ca7c4f3139de1f2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mceaxtjWdEmwoDVAlkC41</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1210">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iYwcf0XreyCAswJOJMOII</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/392eb646e057d80beb2a2036a30d4797653a9c54</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20405</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Holy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4019">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'classic soul', 'rock-and-roll', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">870458</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Cooke</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79ab50ccf7488099720f902bcf02dfff395e3269</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hnWRPzGGKiapVX1UCdEAC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4786">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tY3dHLP0MmkYwPhNVOU0x</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristine W</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2d89fcc4ca506563dcdda70b6288a5f7fbd0760</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'tribal house', 'vocal house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5497</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6259">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7A6VK9tgegVrrYd4anKQvK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Drew-Vels</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4106">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13017</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Goulet</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/baa6bfb7a517bd5672a42d0ffe7a73f34d1a276b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Qdqv5WM6z1WxWWjuuiogR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5549">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.J. Rogers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1027</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TBVFlrEz4Bhg182fcaACv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0946497dbba9d57936cdced94bd860ffa734e42c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8972">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gyzQpfG5YQZJt2jj0IkEl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Life Of Agony</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41680</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hardcore', 'rap rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf9ef26ab9fe748f2b45675943ce8535821586ec</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2384">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">637396</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yrbLiuBmc9j81lTX3XUuI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f322b7ce89cc321a00f926af0104418351f58800</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jacksons</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3904">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308187</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f552a8d33a7d422c6d75360b1b4ab744124769d6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Platters</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KWcxMWVNVIYbdOQyJtsSy</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'lounge', 'rock-and-roll', 'rockabilly']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5605">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2aaecc84d46c371cb192377c6bac946e1a4d26c5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philly Devotions</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ewLi2hXQXXAyQ25rgTmXn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3711">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Garland Green</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kur1FACDVzvkdJFrliSzX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bc67cf82e5da7b071f23c64350d44e979dc79ef</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1348</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4723">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20731</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">No Mercy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3de701a467c77be8a3d030e14ff22da5f7fe6f3e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'eurodance', 'europop', 'hip house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tUGlReCZRMoRgl0IS79i3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9235">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f259c867dd86cabb23b483b5e3078a8afb72583e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casanova Jones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ej1OMg0pmeiXmHvZgwT9J</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3918">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ud7lY9V8pOyydumajSW3O</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mavericks</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37b96b13563e4d10a9fd2768941ae1ee12fdbfc7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73911</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11078">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QWtlPdpaNnvDRaFq5gKsV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Made famous by Javier Colon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/660">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2retT7MFwHDVTeGKDdybEx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">920469</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40caa71cae375d2dd9168865fe3f2be5ed431f7b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K. Michelle</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/620">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'post-teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">will.i.am</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">085pc2PYOi8bGKj0PNjekA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9e6047498dc100048c4597be2aa1d20ebf6df40</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2682505</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1717">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fdd04a01e28d2fdd7166e2d3dac4509d6fb8aa2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188069</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marcy Playground</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AQzXO3NPNQsI7oNu5rC3r</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3317">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5761f0bf0d3ad46af08b9a78bf4583e0a9bdb994</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42394</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Orlando &amp; Dawn</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72NXpYBIaTfEeAAsxXLs0P</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/210">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kucQ9jQwuD8jWdtR9Ef38</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec10a71b35d2f9daa9cc411389bc0e403bee2405</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1646043</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Hunt</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1895">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beatles</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b2a709752ef9c7aaf0d270344157f6cd2e0f1a7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13199963</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WrFJ7ztbogyGnTHbHJFl2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7600">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61274</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33d6c6a80702813dd9f7925f5799f57c2f5cbdad</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Format</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZJC8cLts8Q8s8JbNJKsLf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5826">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NKd7niRFDzPmHvk1UGsng</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c3adc8e2b796fc5bfabb93b09c44e577600523e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angelica Galatola</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4802">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GwWE7ttiyhLwYCwSj7eni</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carolyn Rodriguez</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10489</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfabb8935b68ab09b4fae2dfff7b4cef51dc8c4e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1822">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73002</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oLZx5FplbgfM8DEe9U8LB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b431af90dae717b153f080acc910b89f162db3f5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'jazz rap', 'southern hip hop', 'turntablism']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camp Lo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5610">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e15cfeca7bc1103d6a72e28d23de391897266c0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6thqlvViYWovJxyBbNkpcO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Independents</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10493">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UonVroLcAIUvrVsmNko6C</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b5fbd24e23d782b8826f5865d41ff1d7d5355de</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mads Gismerica</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9482">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cartoon', "children's music"]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rB5wLJLaXdMrXaYsOYLmK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barney</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cartoon</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71c8ff29c80e03a9dcff730a832681c769743690</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24049</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7854">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'dance-punk', 'dream pop', 'electroclash', 'electronic', 'electropop', 'gothenburg indie', 'indietronica', 'neo-synthpop', 'new rave', 'swedish electropop', 'swedish synthpop', 'trip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb08ff7de16f02cab97b1a772a5797a017248037</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323748</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Knife</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eQZTqEMozBcuSubfu52i4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2812">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a50acc96cbb2da54514431fbf21e8045d7b686f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NTpQgAYl1b5q7AIc0NHYC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Hazard &amp; The Heroes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5986">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dccbf84b4b40173703320716cb8fb0dd2ddb7efa</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Third Rail</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LL2DywIzLG6OHVjzlOFgw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/89">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'rap', 'trap music', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e1c2c7512e8432b4ef2f2fbeb80fdb3c8593ea8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fabolous</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YWxKQj2Go9CGHCp77UOyy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1272079</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10103">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K.B-6</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rcF7cb56nTIuUdCgXBCHQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92f04ec900168fcd59a33d515eb4d6e63f06e075</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10932">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">opera</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lfbI21DXOiKTCT3Gb802r</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a5c7561e6e59d694693d21b33b0439ccc34e90e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4312</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['opera', 'orchestral performance']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Georges Prêtre</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4114">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a164dc9f49d95c50bc2596762a8da3893888bdf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Black</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Yix1N5H02xNFt7PS9kGv6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6417">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29519</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b06e9aee6c003b67a3325dc1ba1c85a4bc0aac33</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nSYcucRT6IGiMepEmiZgT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'modern southern rock', 'new americana', 'red dirt', 'roots americana', 'roots rock', 'texas country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Aquarium</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4506">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">868</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qNB6t3DHHTEt9EplIzpdi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa9aa1ceaa28d731a7ef94698510cd121e462547</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Countdown Karaoke</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8736">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris LeDoux</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'outlaw country', 'redneck', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222619</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f78fd2224470c58fadb6fdcfc5c5c4ffd6273e9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4K3DSWzghkGUcQOEZG9gpo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/91">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyga</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LHRHt1k9lMyONurDHEdrp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5013023</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25a8fb1bdf4dcca55654e24081ba8b2c98142d3e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/392">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sampha</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">372230</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d099ce41ede99d25056f98f2a11cd422bab834fc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WoVwexZuODvclzULjPQtm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5583">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4q3LdPSGd0sBfC8vAeZIwP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duke And The Drivers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/306b0af8829dbe3eb5fe3ff8ca556b7ba6c70b84</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10963">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cb10296fe0c2e4459cd283d90868ff64431a3f4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1052</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ventures</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l4q0KAnK95Yqlhzrcq7A0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8605">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie "Prince" Billy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/905b76919774d4458efda931f2ac7e869a3a912d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zAvisjImPICTNsRgagqlV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'anti-folk', 'chamber pop', 'folk', 'folk-pop', 'freak folk', 'indie folk', 'indie rock', 'lo-fi', 'melancholia', 'singer-songwriter', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58346</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/238">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3975361</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'dmv rap', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efa0b73c2cdaf40b1767b4b1e1254b1cfc5b51db</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xRYI6VqpkE3UwrDrAZL8L</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Logic</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9898">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic russian rock', 'russian folk', 'russian punk', 'russian rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7562</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rnZ3TYlGce0bg2ogrtShe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15d91079338b36b50129831f90b1c7adcbf8a4ec</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boris Grebenshikov</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic russian rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1501">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'philly rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beanie Sigel</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286986</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tCtGc5vt29zFZp6KXzN50</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b2362d5b249e25e9407def35523332fa702eff1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7095">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'modern alternative rock', 'modern rock', 'swedish alternative rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Xa4nbrSTfbioA4lLShbjh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grizfolk</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71d1abcb695a979c85d8b22f977a8b946a4ec57f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90996</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10937">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yN9hv5Y8zsv6TegtaP4h6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8a44ac9ed95766d6c91fb219a822c9a0d87b9a6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Bajour</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/435">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6017</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kyla</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70eb6afc5f634aa8c5cc276990b6b55d6de7ad12</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77DAFfvm3O9zT5dIoG0eIO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk funky</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk funky']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6490">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57d1c3dd53b1593f3463c605548f46076002e36a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10gzBoINW3cLJfZUka8Zoe</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">520577</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Above &amp; Beyond</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'progressive house', 'progressive trance', 'trance', 'uplifting trance']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5882">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lovers rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lovers rock', 'polynesian pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f78e60da4c61ce18cb87ec31f841369b14b271dd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Fd1nidunOjfHBD87iU1ZI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Lovette</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13079</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6282">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">967120</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eJqAWJdd8JhAN1pQGie4r</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc4ad515970aae7da9054252c8d648f4b7d0cf5e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casting Crowns</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8808">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b362d7cd057ae8affb562483a0c1780172fba9f2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'australian alternative rock', 'australian psych', 'grunge', 'nu metal', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silverchair</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iudEcmuPlYNdbP3e1bdn1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">627308</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10575">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The DeFranco Family featuring Tony DeFranco</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59992596eb1a63b6ddf6efec6537a0e97ff7cc76</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Tfk6zhQU1KGfVeRoeqWDl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5841">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d248091727422e079e40bcb5d4631dfd4177aa2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soul Explosions</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02RRYknv2Z92zY1QRa2Blt</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6362">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">248737</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/075ff5eb9d2627090d3fec104bf574f679d90182</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70gP6Ry4Uo0Yx6uzPIdaiJ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bas</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5351">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Night Flight Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc05b988be08abae89afce4e6a4dabcc62d76308</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18007</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock', 'swedish hard rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xPOeIDWmM9ooOw7SBknMl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9544">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Dancing Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1018</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17c0e197a0ce28f31c55a1f3fdd44eeefe4907a4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7s6a99VSxBxq98rTt1DZB8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5212">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Dragon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4478d34ed900a023fb8a29957cba0cb97aee70e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative r&amp;b', 'art pop', 'chillwave', 'dance-punk', 'downtempo', 'electronic', 'electropop', 'gothenburg indie', 'indie pop', 'indietronica', 'neo soul', 'new rave', 'swedish electropop', 'swedish synthpop', 'trip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452288</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Tyzp9KzpiZ04DABQoedps</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7955">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ucqItQmz1PCNHBFSbr0ki</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcdf1c6f125c6eb86aa3f0b0f78d80ca140bd01a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58083</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freelance Whales</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'indie folk', 'indie pop', 'modern rock', 'shimmer pop', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5347">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TOvAjOdz0YBx2wVRlBvFA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russ Ballard</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6052</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28711bef47406f3ac2ede8cd99dfe0fa77726c69</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8945">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qJxsH9kWhslWau4Ork4Zm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Falling Up</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db0d9cd4c62ca815ab71315bd4cf8a8ff05f6dd5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'christian punk', 'christian rock', 'dreamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41052</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2159">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b034b30b6eafbc0cab62b3608a2cd70a8458caa</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rUK6aQHZ7WsIc5O6cyUzx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The FBI</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1235">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee90e1fc920b47fab80b64ae23a45046830c1e73</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2366</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonah Matranga</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ztgr9y1L9ZfoIOEsCrZEb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9543">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c16dbae9cc1a697918e8e30a83782a7f60f77fd2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1029</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dirty Dancing Allstars</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rrNbG73LuiLdrnWjUBjsY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3509">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32HPpJAhgnGPT3V7UOggzi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82526</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Revere &amp; The Raiders</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat', 'protopunk', 'psychedelic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8edcaa53811fb56726f6023a174f0381b55b2cdf</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1202">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">636422</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bowling For Soup</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50f0d3759c366f2246b2b422f38e46a8bcb79ea0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'pop punk', 'pop rock', 'post-grunge', 'texas pop punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ND0mGcL9SKSjWIjPd0xIb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3673">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Archie Bell &amp; The Drells</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27153</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'disco', 'motown', 'northern soul', 'philly soul', 'quiet storm', 'rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kupwLFpHALpmhp5qol8xH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/061cd4127191ad1a728c554acb51a8a0b0503880</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3557">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FBj0iWKdoGTpbHjDf0ThK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/485f18b8f559a41832091e8f55b7182c75fd5486</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Youngins</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1648">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db149fe8b37c9d00acaf4c44f0862e8b79e817f5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">579354</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wVllS5itPK6rpHwfvNce4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'boy band', 'dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silk</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4118">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2403e8b4721aa515644487bda10c4f985374c8a9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2814</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitty Collier</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nDEW2hmRliyOfxJwO2CL9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7529">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4c5aae597c949e7defe51bc764a8fb43ef4238d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'chamber psych', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'melancholia', 'modern rock', 'new americana', 'new jersey indie', 'singer-songwriter', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245268</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wJ4vsxWd7df7dRU4KcoDe</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sharon Van Etten</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2988">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donny Hathaway</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268903</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HU0U9kdXEHZVxUNbuQe8S</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c9a122b0f6a1c6f083b1725f309d3a25636f4ae</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'funk', 'motown', 'neo soul', 'quiet storm', 'soul', 'southern soul', 'vocal jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9600">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hyphy</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hyphy', 'west coast rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JT The Bigga Figga</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14964</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88bfb173722182ab9adf9ebf72a077ffa239ed06</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09ci97mGlIVzXxSRGEKPxl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5251">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4882</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Belle Stars</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79mvAIaa8bVyObPdeqs2i3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/917275b6cf78a9ad256410d7a8c5d7aae54b1d09</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/197">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17cb13828da84ff2e33f86b6984dab07b7ae66b6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3526527</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryson Tiller</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EMAnMvWE2eb56ToJVfCWs</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1141">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ALJMSAJLWusPPBRwwJJ5U</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">711</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Down A.K.A Kilo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/532ecc4e519c72382bf69180e1521b2782d85100</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2446">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louil Silas Jr.</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aknOZmKFnayYvd03Avoz6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4929">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K.W.S.</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188XxH8QLu4w8GW7cxSJe9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cbef8a8f123131de85a42a861578e03741ffd00</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/811">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc703933ce74bc0e847557023d409aa0588cc571</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58AqJv0sDFPFnnBcLT8eeX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bella Thorne</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">665160</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5816">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smith</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2877</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Wcc9ojw03wJUXhgkToSD6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebf217fbe251e9a8fd2d0594bbcbb559965e79d4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4391">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0c3d908345969ca3190d11a03442d7fb982cb2b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27474</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K'Jon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'r&amp;b']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KTMw4g3OqEh9Jz1HmF7bo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2524">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Rush</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79376</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fsCWTIuWIRvEGS7gerSJX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1f50f2e4220303a097045224885cb3c605cc395</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'new wave pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7039">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34528</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YedxQjw8pGzw9B8owaEnF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bri (Briana Babineaux)</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c358b71aecfada6d89647d221dc17a3171817156</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10349">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7740</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/928245e30759e202049ca49fbcf6c896d933331c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3w34NmNWqcGYg85t7ALa2D</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch prog', 'nederpop', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch prog</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kayak</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3778">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64xeNKazHKaZtn9tzjKkNp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rock And Roll Dubble Bubble Trading Card Co.Of Philadelphia 19141</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/732">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3whuHq0yGx60atvA2RCVRW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olly Murs</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2501391</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'pop', 'post-teen pop', 'talent show', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc0cba7db5a433b7699bfe6987aec316f068d6ca</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9690">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poison Clan</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10677</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106fMajIkloDbzbznQHX4n</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d3e22657e5d31e42011dcbe0afe91222f9c4dab</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'miami bass', 'miami hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10257">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4btIpVN0C91oIjtgSOjWPG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roberta Flack and Peabo Bryson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">791</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4670cdbba2137d8a0b7800e32ec03758b7ec51e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5878">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Two Feet</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie poptimism', 'modern rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e59df010222b480c76ddbc36ca26438a5d859fa</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie poptimism</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">694942</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sWHDYs0csV6RS48xBl0tH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6154">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">370</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sounds Orchestral</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uPfErG0KkEmtYg4y3O7LC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a97c5085142a29fe26c3e4924d0e359abffec7ae</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/70">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a155dad129488d3a7b6ab980e12c53de1215bb8c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'modern southern rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">505023</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brothers Osborne</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39NR3AUhpbbqKM33vWn2fp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4120">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['merseybeat', 'rock-and-roll', 'rockabilly', 'space age pop', 'surf music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5839</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gI33iEWzSZqDZeVOwfJVi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandy Nelson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">merseybeat</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8c96756acf06b0e1839a09e69775585489f41bb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3707">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Norberg</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iVTujtmxeDNd1XJX9cHLa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2456">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elisa Fiorillo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jDPhc8LxXtyTcrdN9QgY2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e362e078c2401183a71f02f60fb66f1f156a244</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6107">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">628</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3461ceeb0b23e9ac6213ad607ad08b01553d2e15</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wKpYtFnMb1OgGxuJsmrPY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Head</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/950">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dba75a3233c58be2823cd100b0cc0c90062e73a7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maxwell</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AOt5htsbtyaHd5Eq3kl3j</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">863555</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2946">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d01e4e9aac39b891d684d3d1a5b3a451d7c72bd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6P7H3ai06vU1sGvdpBwDmE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steely Dan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">856880</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9143">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Chesnutt</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sO8muEXafy2NGwUZByrTr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30758</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02f89a69a4cef248e8ceaba2960b0b7a71bb85eb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3493">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3377</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6573715914e3c2c8cd00a08fa785954f295e9387</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ApoVi8QEh35twomSXh9TX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Lee</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4380">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dYZoYIoFYmSvzDKZxNVO0</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cooltone Karaoke</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92bcbd266cdc254faf846f402f4b560c35c7d1f7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2475">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">972583</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/747d0d0f181eb1c4bce048d4f905622b14647e83</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vn7UBvSQECKJm2817Yf1P</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Taylor</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/82">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/275ef2ab2bcba1ca51ce3a794d81ac53cfb36857</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151853</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HkcYmcjrBR3SCw9Ld5VZk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calboy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3355">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69Fk1s1lzINOKqoSWjjEiE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201615</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45e9a31fbcb67e9a8a2f435faa97f09f4d688f41</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charley Pride</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11201">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36cb222a02e46b865921c94ca7079f7eeac7c4bd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultra Trax</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19C8G2NbZJYOEezVGa2ilC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10656">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23fe9d8c2dc8de115ce2cc75b29d7ee1a469296a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Si47RdYGaWL251AflugRU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Wilson, Freda Payne, Three Degrees</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7313">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2a643f14826b353b7babae664520f3bd21696c7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366544</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jxJ25p0pPjk0MStloN6o6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blind Guardian</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german metal', 'hard rock', 'metal', 'neo classical metal', 'power metal', 'progressive metal', 'speed metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5076">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eighth Wonder</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67drSMarzjhEXxEJ2ATLfE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7478</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7e528a44377cca55f270ddb38a32daeca20ca5f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1531">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a41bccf0656ce252c5b82d7cdf83cc2ba4b3bfee</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'ninja', 'trip hop', 'turntablism']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oBJEgh7PQKJuxXb1lUEKA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10111</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wiseguys</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/217">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a580caac49e1a4bb4eadc909dbfc08cf7959089</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2448645</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jhene Aiko</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'dance pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZS223C6JyBfXasXxrRqOk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2278">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bTTx0CRvZj1kRJwUsWWYo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Ingram</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'quiet storm', 'soft rock', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209293</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcd0a82176f8716c4e18420809c6939fb8bab0d3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3537">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70jJ6lRcZAXn0cnfR3GLpL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2666</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8b84b63b2350f8b0cadbc6f97116aaa6356a48b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goose Creek Symphony</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8365">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">International Novelty Quartet</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19UEnROx9EuVXBuTxQ5n6r</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/252">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19854604</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'r&amp;b']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vWDO969PvNqNYHIOW5v0m</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fef2047e4e3f05031807d5fa9e121b7862ba259</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beyoncé</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10212">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'german hard rock', 'glam metal', 'hard rock', 'metal', 'neo classical metal', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Schenker Group</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5de3936e275901cc9b00829e9ba0018d34a2a47</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uSY4FF3dZMCVSkZslKCHi</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78813</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7404">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xbASS1kd4OAMYms7T3uo3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1166</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3 Winans Brothers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c530f713634d46d03def81f67b09a865fd394016</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/553">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ludwig Goransson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24eDfi2MSYo3A87hCcgpIL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nordic soundtrack</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nordic soundtrack', 'soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7a97b420e09f4f125cd3e14fca5e7ea174e74e0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15063</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5317">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spider</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iJJTRhNgyghT6lXb260jD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edf2488a513f3bd4b61f175fa0ed466b59e59b9e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1983">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23Ul4QNOkm2gasKycag0UK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.G.L.B.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1358">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CyJIUpcWZK2zFM6gKLKvD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cdeb03e78fd79dc12eb5c0fc25727878cc2d330</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46999</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Griggs</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7330">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'post-screamo', 'screamo', 'trancecore']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100802</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Palisades</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2w6slVluzWlwADP8aB5yz5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c08ebadd5bf942c4254791767156a5a527a23d43</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9396">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-rockabilly', 'rockabilly']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3485</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-rockabilly</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deke Dickerson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Uhcb4YBtQmZJKL3jBpPX4</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ca6c1db53d35c625b54f6ec680c3ababe74771d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8663">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f8a9b6f647f029a59c59f980f01840c51491542</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Life Worship</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140825</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'deep ccm', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wCMw81dQdNPMRB4zadq5g</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4132">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89f395ca62106aa1c5aa7e8ea65c7cd6bae82262</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Loud Angry Noises</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AjFcDhxX70BaxpEPXMt57</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8575">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13W7XLRXdWeLmIu9vacE1w</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56857</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a35deaf2618ee0774906c533ca071ab4d275f7b8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jarvis Cocker</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11143">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6f140da6c1baab44804fd3567d10c5897ca190e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7k6Mg75ykWqh60HiEcnfLJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OAK</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10925">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Festival Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3akUqAy3Q1WqRZqceC4jW9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5526</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e71b09f4ae75137c5117488b0dc551a508cf571e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/208">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iggy Azalea</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yG7ZAZafVaAlMTeBybKAL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4268202</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ada17648418d8e3c6a7668ef1aa61f57542bf098</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian hip hop', 'dance pop', 'hip pop', 'pop', 'pop rap', 'post-teen pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/759">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37W8SKV5Vc8lcGtdyWCA5m</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Allan</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a195fd521597dd76c8a0318bebe98a6ca46d6594</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">566720</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4423">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hit Co., The Tribute Co.</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PsXaVHxOy6ZhrsJzEcoC4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9584">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/543138543f495794c63383dc4ed8db089fb9c953</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep christian rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Chapman</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4258</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep christian rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64vOhWyIjTm1AyNHItw2SB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4064">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1033</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ralf Hildenbeutel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cpiae3VUqBtLzkOSwycrf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f20028873b65775e09ec7b898195daab37d5d09</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8538">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71t8oi0TjZ9Op6JRrVqaBx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mathcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poison The Well</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45170</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mathcore', 'melodic metalcore', 'metalcore', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21cbdc42fa8435c8d7ca49287130dd4783a74911</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7364">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44wJRGNtWywCUJZug8FJg3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unearth</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston metal', 'deathcore', 'groove metal', 'melodic metalcore', 'metalcore', 'nu metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f5124ec49fbf5b161aae3bf2caa65e13ba67b46</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95059</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8918">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Da Muzicianz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GLQkztSkVP6CbdQkvNfLj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">496</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ec2dd18e8cec7d15bf67dba69a66d490d357ad4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/460">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian electropop', 'australian indie', 'downtempo', 'pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1801176</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nxWCVXbOlEVRexSbLsTer</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flume</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3b6a3cb62f0b31bf30c5441c0c1a5a2c5f0a013</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4481">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trick Trick</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tT5h21rKj9yFfQuqBYLqT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'pop rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c817016809c582d5fd46b3d81c6c675d54ac7c72</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84657</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9022">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d2fc4b35dfff9549df668be5dac341b35e75912</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yCd7bxcAc3MdQ1h54ESsD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Houston</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5675</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7989">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3424b0780b0db829cb42903da92413025ab1a905</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Holmes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">044yXhZHDdwZLHvdkEV9rK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3280">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'philly soul', 'post-disco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/009862aed7d7e5faadfe96016a71b362dbb2e260</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">People's Choice</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OPSpcX9nVVWCIOKcoM4ot</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8137</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8546">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tempo</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76whng5pl9msPkkjFUtWYn</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">409234</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f3ec5e00229691f96ce9cba5660d8a146da46f4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5164">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3db75ad53bdad24df2c6010f8f22ff65c47bbe19</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">806</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QVL6A4hJlJVP44ZnvCguk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">E.G. Daily</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9257">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9e854363fc48976cdd33a41efa2e88df5cf2479</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1551</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tha Liks</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iuyDOnAmE11mVV4aRkLoI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2249">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LYeatSMMLGVN0DPtMkmTM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25400</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Father MC</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa88bd0e8cc6186ef2b30fd1b01302e24fbb6b2c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4503">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03e72e5ea22fa657207217afd3d40d19f5a7fd6b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ndGmnewOCAPY641XYeKLu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roq Star Karaoke</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6260">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b36fb3186dc4f15f65d8474360b4828efee9e037</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Diplomats</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0P8YNJXX7QeQ8iZIUCXJgi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173104</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2019">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8865dfec4bd7a325e3e1dcf63ebb1ca234539931</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'turntablism']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92307</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smif-N-Wessun</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2p0Hf0MF8Nw8lwAXokczf0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10927">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/500e99078bab0dd6cdd5dd1cd4ff515ced36f852</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ballroom</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ballroom', 'easy listening', 'exotica', 'light music', 'lounge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4106</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ICtJI0WkGw8bQB2ELzHjk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stanley Black</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7492">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99178</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Volumes</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d2cecb28d88f3e448c625811901f03c3354363c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DgmdsnwOexqTH8ohPCFAU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'melodic metalcore', 'metalcore', 'progressive metalcore', 'screamo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2907">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Crusaders</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'jazz fusion', 'smooth jazz', 'soul jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48589</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Bhgbs9kIwl8SuU0eIqN6b</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9da555a5a35053743972b8595aad7e242f73092</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/752">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3266743</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'metropopolis', 'modern rock', 'pop', 'pop rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nCi3BB41mBaMH9gfr6Su0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37bc85c957e17d3463ae40da1c8ade6bb5ecd546</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fun.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9349">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc4a7a5b91fbe76698f42a054cdf5c89fd293af9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'skate punk', 'texas pop punk', 'texas punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">074c96SFGJ7WfW7ykczDHr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32339</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fenix TX</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5488">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56cd47e68aa2d1a22c7023c868a05f2949eeb3e2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14893</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mother's Finest</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3csSQdDVhJlP3BUOoZ2N2H</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3523">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06nsZ3qSOYZ2hPVIMcr1IN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.J. Cale</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63c3a9c0a7029e04935d8fc6c7eb1bef0a196c58</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'folk rock', 'mellow gold', 'modern blues', 'rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">315305</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6894">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">205272</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative americana</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mKqFxGMS5TGDZI3XkT5Rt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative americana', 'art pop', 'chamber pop', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'preverb', 'singer-songwriter', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angel Olsen</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18712a31eb800ec911d34a8f0bc758ddedaae3a9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10354">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SOCskFcUcLj7Ful8w8KrL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13601</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4688f1d34b0381bb838bf33254d37ec29cd41ce8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Bromberg</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'outlaw country', 'piedmont blues', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6951">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100257</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b5d8b85b2f492ddae2459c7ea2e5d0d19439561</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Murphy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FQJqgKQDNLWfeLBQoQLmD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'naija worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/176">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6b7be45cd6b0dbc9ef51c15a237712b1b6f50df</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2554515</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Gates</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gPhS1zisyXr5dHTYZyiMe</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/973">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2smmUtWCDv7vOKUnTOXdDU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Omarion/Gucci Mane</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7102">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gAppWoH7pcYmphCVTXkzs</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01ada1d729326cbabc3094ec9f46265d776284da</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2959158</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'boy band', 'dance pop', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vamps</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9545">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11643</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9899d96d6b456838132d77ef981c5c3638a92d37</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lively Ones</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63T2P0nIRzAj4rCSwnSC8J</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/43">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53XhwfbYqKCa1cC15pYq2q</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21374353</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01b36ca0f45f2f15117022a2754287a6ca1acdcc</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Imagine Dragons</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2140">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Suzy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30168</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/188faa013253fe1072163a6da7ec19b833463cf4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HPsVk1MblCoa44WLJsQwN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10039">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/053461b166de4a734beffc294d59c0c6af9b46cd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep underground hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Hr5L2CwKyF71HDwvbblyJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9849</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep underground hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerome</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3600">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c86c0e8735d132b564748a3a7a293698aa4c5ff3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E9nO9Zav9FjjlFVVtMWdw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17111</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Miles</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9924">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc55fc5eb5319fa4ed7d2675cd56b9020da6a6d9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">441</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Italian Dire Straits</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jDxEDgyxs48ebMd4RFidp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9947">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32910d0b26852adea56caddc77d9ddb7db8f188b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XTLhU1dIa9N0sTNhCHDcw</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stealin' Horses</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10554">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/597863435cb970b1fcb009ffbcf85b562d6d4adb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenny Mockridge</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">792F2N1WlwgWhwNk8T3B1C</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german soundtrack</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german soundtrack']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4297">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4a66b28087f48c6eba9edb39b2a3be0f93646c7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38HLvImZzo6ryHzo81i8EF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1346</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Party Machine</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5452">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The McCrarys</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LyH8I33ztRvEXtm1sZbpY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7443cc487fb29fe0a6e73ad8f9cbfb0fe6f9b743</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3443">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60383</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a209aa8215c4c91a321b5293bc6dcb64eff1ed29</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stealers Wheel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bPU7cvfoD20ixGD9Qnqki</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'classic uk pop', 'folk rock', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8968">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raul Midon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab8f32546f647c017a0f5dcac8bdd6152943426a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2z3984YB48d3CFltzVlFYE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26212</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7988">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/569e0f6d0df1b4bc94107387b08b89cf46563d7d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38umPQJRH11dxydNwq8yGP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Two Gallants</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35843</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7258">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Built To Spill</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kbBWco9PZ5eSQsNScwG6U</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'anti-folk', 'chamber pop', 'dream pop', 'freak folk', 'idaho indie', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'noise rock', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152860</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a74f1ff7a0774657959e7610dec7c863493c15fa</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6722">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'neon pop punk', 'pop emo', 'pop punk', 'pop rock', 'post-teen pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Maine</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">400251</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4o0pNHbyj36LPvukNqEug0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2083c5e791389f4cd5c6fca96661f9a423751388</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5683">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55hN8EoCdHaalwjO939fkv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Haze</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/834b62759d1314ba3380567a1eb205d5daf2b1fc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10428">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37RJtXufYKRNkYXmphpZjZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tchaikovsky / David Zinman - Conductor</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1aab540506c7985a223901b22733d97ec2144919</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8831">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32839</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a81bf34c6e5775726ffa084001f4e3b8d2e3b19</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bizzy Bone &amp; Layzie Bone</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LH9yNYgFS5Kbv4m0jhaWY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4419">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GaAodoP6zqw8FFZ6jHPZr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/578dc613b59a10bf2d8b2a7520611fe8838155e2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melissa Lawson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/114">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quavo</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VRj0yCOv2FXJNP47XQnx5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bbc6877502c2a0db474b3b2bd48a073f5048bc2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3187726</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11058">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QCflfSOonkybNw5D7GqGk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19797</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Gillan</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f64cd155141c618e3636dac5e79fbd0c4b6cd80</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6703">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colt Ford</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8374f38d417854a07dc1db8b577e0c16ada421a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country rap', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">593200</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OpWIlokQeE7BNQMhuu2Nx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3416">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Frightnrs</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'reggae', 'rock steady', 'ska']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c27af9e20f17099feae19874d41ded33c420e5c9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18176</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wwBxT2qVH327KlBJbwMEP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8990">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223184</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bGwi8TG7T8Vcp415XooE5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop', 'funk carioca']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jojo Maronttinni</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa8346cf536eb4aab195a1e08d7a20bf9396799e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/483">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3230285</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b57e634f63dc9a71052c5d61cafc00d221c42afb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TOqt5oJwL9BE2NG9MEwDa</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Disturbed</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5092">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Tzp5kdai1WHJBDW6pasGy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stuart Parmley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2020">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wu-Tang Clan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1400483</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4014e4323f08d1a32d63c69f15230ad69a8099d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34EP7KEpOjXcM2TCat1ISk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4076">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df380eb560fff13ffe63cee01be9fd5ef4745e18</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Knight Brothers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jtTaWFkX6pZWBZcZ1jdHH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5608">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b910b3f4818f5d66b7ca79e0ddef9bfe7ab2615</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fancy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fE9b0HnXe6qDSlVBakwHk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7245">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IlQRCafsMrd0QkTRBU6n0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'modern rock', 'noise pop', 'nu gaze']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77769</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Surfer Blood</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7d072b80d9484d6d6eea964fd52adcacc33eded</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10683">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R. D. Burman</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JSYASbWU5Y0fVpts3Eq7g</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chutney</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chutney', 'classic bollywood', 'filmi', 'ghazal', 'indian folk', 'modern bollywood', 'sufi']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155033</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eea32d5e0ad644ab4453b0a91eea9d247a8d962f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10164">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4y7yOpyqmE7aXMngtperyb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sandalwood']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/292c7200d318e6f10a92ea62c61749f0965c44fb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Veer Samarth</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sandalwood</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4100">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10481</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TGsWvnbtExsbGUSWtXENE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56f813f405b7d0c8b25dcae4f01d9dc6d582eefc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dixieland', 'easy listening', 'jazz trumpet', 'lounge', 'new orleans jazz', 'space age pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dixieland</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Hirt</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2173">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trina Johnson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04AbC0iRYiOQxjuP02WWu2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2571">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06c467b6a44c57f8b2afa32bd5b7c97666660bf1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345852</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CLVPk9FcywjClBcTvWPkT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loverboy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic canadian rock', 'classic rock', 'glam metal', 'hard rock', 'heartland rock', 'mellow gold', 'new wave pop', 'rock', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8410">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DSsAuloCxygggS0sDIuuY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachel Clinton</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbab73822f0779f1bc7532a7e04d62a40b1273af</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/397">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50JJSqHUf2RQ9xsHs0KMHg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c130cf4ab4e8a9b8046153102bccedae5ad6d8ed</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">930532</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'pop', 'pop rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Bellion</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1347">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9b9bec541637d4391f0f418c16354d60781d18a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275530</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teena Marie</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61UT1Zj9dFgPAjZfwnsqsb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8767">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rivers Cuomo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LAz9VRX8Nat9kvIzgkg2v</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20525</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73fa1497f32cc00ccf7b00c0d487d38dd057c12e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9906">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ukOC5U2oweIhxAm26BNF7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4d907a10980f19fef090dbe4bef4054b8242b27</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Lynch</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7484</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'new age']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5827">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alfonso Oliver</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c4bb5e0fcfe31aaa05fe4329ed3963c53beb9b4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nScWaZvmB3JcjHvUt9Evs</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3212">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pips</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40ce339614e0a5080742d8e49fc1369ebaf14617</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1K522fT5ULeq6z60EHOWRt</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9668">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5d9PdhcsOsXj0GIM857nvE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3382e306cac18f928a36c5f44dede0b371b016bb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5677</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Haslinger</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9068">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aaf98f449a8c8716b1dc68a782e8eb3ed8651515</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Menken</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'disney', 'hollywood', 'movie tunes']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sy77gt4bfsLcSQ8GIe4ZZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60069</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10050">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trevor Jones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16122</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5928hF4c1MriHfAgpFf8ya</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6252595549d9196d1824de81395915c22474c54</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/68">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QSQFmccmX81fWCUSPTS7y</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'pop', 'uk pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dean Lewis</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6aca85f08e5d43047a76175b821ac3ee3067e59</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">680151</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2419">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Newman</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe1b488b7925b70d1a491ef9f9114d4c203e53a8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disney</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HQyFCFFfJO3KKBlUfZsyW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disney', 'movie tunes', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114468</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/838">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nGIFgo0shDenQYSE0Sn7c</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a07dfbe4aad27996188bc551e7b0556db20e07e5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evanescence</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2338224</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-grunge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8099">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FcRUsTmnEQfVCH5OIKSpb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Attack Attack!</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['screamo', 'trancecore']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5c91044609925e2afc910392358d32983441e34</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160149</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">screamo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10119">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OO7edIHjX18B7r8rwksuS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manna Worship</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85aa66f51427387c041cc3858182743bc958ace9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8367">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a51aeb2f569843710802545e3430eb64ebd7de1e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2479</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alfred Newman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2e7myQwGa7Vyp7sss8brVC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10178">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xfvWKj2fyfNJV2B638ORl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e38e89798c80c427f5c668de75416751950071a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scott Baio</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7602">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'garage rock', 'indie rock', 'modern alternative rock', 'modern blues rock', 'modern rock', 'punk blues', 'rock', 'southampton indie']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ddt8PPvmWrI9mJQy1VrIG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Band Of Skulls</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186667</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/295d8458cf44b79e19c9fc58bbe1ee0f7107dde1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/503">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pinoy hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/116582b17276bf4ff6b9f8bb7aa0d267a191d3e2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7juKTDFlPesGeWQ1GmjmOv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silentó</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pinoy hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215488</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8081">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55962</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d85707a0d44deebd20eb46a83f3a3c25b9a9ffd4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'indie folk', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33szNKNcVX8x0jl8X7hxHL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Good Old War</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5086">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54366</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FffNBBwp4PayIiCBeJFPQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1daba73ec383713dfe2e115156a46bbefeb7a96a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Britny Fox</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3226">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sherbet</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19149</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1826f29700b6b4b98f4c9d1a2dd4c7a456e27e8f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45NevEaV0GyRopWoADDPr2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7572">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4dada87dd0a4afcb0e2b40a20e91a1e5a6f1459a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104205</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wye Oak</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'baltimore indie', 'chamber pop', 'chillwave', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'shimmer pop', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SjNVG3L9mgWQPsfp1sFDB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10532">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6cd72e112d92b28e3df48b9c5198cba31225c4e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pavlov's Dog</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZTpSMKKljfomqVgeJGwDL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11906</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7422">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9e72e1576505bcd55e9be2f69b39ca64e856e9f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'chicago indie', 'chicago punk', 'dance-punk', 'experimental', 'experimental rock', 'gbvfi', 'indie rock', 'industrial rock', 'lo-fi', 'math rock', 'no wave', 'noise pop', 'noise rock', 'post-hardcore', 'post-punk', 'post-rock', 'slow core']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shellac</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6I8R5MFTlez7rHCsH4cx0u</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44209</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9847">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Innocence Mission</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VcTmgGKGuJn56Ac2zNhiH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient folk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20787</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient folk', 'folk-pop', 'indie folk', 'lancaster pa indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b633a97c97c2db02ef31b7f12de8b4f4274ac1c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5656">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11062</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lQuLlW6tYv1nm3nzyJ6Ty</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean Shepard</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1baa95d7a8628bfd87d142b07531231ad8fcffc3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7318">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweet &amp; Lynch</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a485c6213ce50ec332006005d6d0b352410a7c5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4064</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NdUTFuHVuNQRmtdyHtFFT</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10231">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3U3C9o6UTYNdEsDckpRyvX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaco Pastorius</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8de960fde28cad7306b1a7af5da461d24b95a1c5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140873</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz', 'jazz electric bass', 'jazz funk', 'jazz fusion']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1326">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queens of the Stone Age</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/905233ed063a6350613c571e8508b65c3ae98080</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pejUc4iciQfgdX6OKulQn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1943135</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'blues-rock', 'garage rock', 'modern rock', 'nu metal', 'post-grunge', 'rock', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/52">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ken Darby Singers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69UfPJgUmFFAVT740qGVZi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7614">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kbYTNQb4Pb1rPbbaF0pT4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1608699</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miles Davis</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz fusion', 'jazz trumpet']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6b1cc182b3e397d2aee084959a7e62a0c27f6bd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5379">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Breathless</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">449FOoBzsz0yEvFWxW7awa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17922b98acb7e56597d9fc49e49229504b901ad6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10449">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british modern classical</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gustav Holst</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef09684355a52775e8ff4c9fc2d9fc35714e264a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5B7uXBeLc2TkR5Jk23qKIZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90254</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british modern classical', 'classical', 'post-romantic era']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4604">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Kye3woumtyKWano8jXfq8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooks Stars Garth</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be57d1d8c046c6fa7ea4a5adf847bc6788112dfc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3422">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdf59bd14f8aaf68a768b1bfcf526c806e827eaa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14705</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">traditional country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merle Haggard &amp; The Strangers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mSAqBoXQgdlpwzWsIgBzL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5760">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18425</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonny James</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'deep adult standards', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0c08N8UlFjDaup9TNDaWxy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d30d8f69f4efe6d34bd4b4592a7f3ebff1fb124a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8107">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">523718</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UEP2XBR9aC5NBKcAKnBIq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f35645aa9e625ec8ff0945ac83224079459881e4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'korean pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CHEN</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11099">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50d7a8196d8e7e58cc6c4ebff201a28c2c42e49b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">744</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Lzju6mD7JlWhrySe3UhRx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joel Sandberg</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5540">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">364</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pratt &amp; McClain</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9659b63b45a35cf8a1291ceb3a896bb734a25262</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vNHR4OsgOsktxndG612B7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5330">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09cd0b4c09b826f9ab1f6dc561b861ebeabf3c8b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WveOcKgaOk617WSgET56R</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hawks</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4957">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55582</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Audio Dynamite</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hqZBHSgDs1odG9aupMzEI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b9b71f645000aa92264a3fdcb490909acf96408</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'power pop', 'pub rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1340">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/762006dd4cb031d60322f733e83c3805bf2f9b1b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Mato</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2031</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tG3OtnzCjdbL1ZVkDprlS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4197">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101387</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cb1fb5e8bd1afb371b40e84b904bed593e66f90</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ySHS7UojGu20XfUPaBlyu</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Devin Dawson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3962">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1007</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qlpFH9e4sZ52tAPy2KmLz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d92c0e29710d321dd21e5a60eec81f0c1588681f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Moore &amp; The Rhythm Aces</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5456">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6b6ac4c36aacdfeb79e8873308b64ca986c76bc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X7jBy7ujZ6PSsHJPuCosZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nickolas Ashford</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">241</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5534">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CcCjcUlXVAy50DPkGND1X</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Attitudes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79f9ed0573c4826e74f70f49cef2b0a2d1a30e8e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6762">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chickenfoot</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416gMRzj1LnFJvSBF5PO2R</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'neo classical metal', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ad49bfefc9cf10551526f37da19b66508aad6a9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89185</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9306">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2103</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05m9VGwNd8glcJ2o5UN8H3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67137e81dff36704c0abeb4a5727de74afc0656b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Double Trouble</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9465">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-classical']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1720</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steven Gutheinz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pHCm7cvE0ADlPp68tScqW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-classical</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44a8e66a17337c07c4861de9dce93994edc3c9e9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11015">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rozetta Johnson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NeFnGL4kx2lN3jY3KKSYB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84851df886b6d67e07d58cf4065d0034250ff026</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5919">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rejoice!</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bbad4a91f5d751bf04bafbf6c0423f67bd4f8f0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RRgtesVCWLaQpE1D5WHO6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9910">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dream A Little Dream</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EotR2ildPlOalJIyEZESI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48c5c635df44710f38a6d7b833e1a4973244230b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6302">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec62ce3819990dedd61a8bef5ece61bf4b99e980</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80257</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'dreamo', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4feAxLUxIU7G4KXhH0h2ni</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emery</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4725">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed47477aa8410e6b9bf14b4adfa58cad0c0eb547</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dream Syndicate</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'gbvfi', 'jangle pop', 'post-punk', 'power pop', 'pub rock', 'roots rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l0eT7EY5r7U1gMVm2SyoS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13579</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7497">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59YfPxuxGghrdPumu6aFKI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goatwhore</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38604</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal death metal', 'death metal', 'deathgrind', 'louisiana metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edb494504798351074f09ee2dd7370d255d5d11e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal death metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7407">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/821040496f31cebb75daec6bedc2c5fd9020b259</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thomas Bergersen</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128301</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BF0bXbsdujMSMeFZBGcBq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10617">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ix7E72xX5yWLJYEoowXFh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1735</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5e444c7626166db330ea7c6ad5a758af9129d1d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Osmond</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6296">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">508465</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'ccm', 'christian alternative rock', 'christian indie', 'christian music', 'indiecoustica', 'neo mellow', 'pop rock', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96eab73632cb03ed5c8d3cd1363d0b0ab730f2b5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">610EjgFatGvVPtib97jQ8G</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NEEDTOBREATHE</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9801">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-progressive']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-progressive</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toy Matinee</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/822333af515caace1253de52cba2502b98e1763c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1561</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WKxsXXTXwm9FKDL3oF4JM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3268">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'glam rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57912e095e4bb52389c7a17eeb164f25c7dfc25d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Harley</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dS8rLINyM7EYuMXryXJym</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12226</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1832">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e082a570e1845ec430e5fca828852b361bcf0bd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126450</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howard Hewett</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3S78Gzhp1D01i1x2KGXrnh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6659">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cjEqqelV9zb4BYE3qDQ4O</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6031c4e92bfcecdc35972e42486272f6637a35eb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'k-pop boy group']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EXO</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4541295</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7817">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc77916fd21ffee5d650f3627990aad07a6cbeec</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42093</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matthew Morrison</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Fx1vJHj530oWC2AxnZq5z</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4379">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VmTG1NmumTwTIOGbew6gH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff2ff2c21c7c87327c0ce84b0b04953b09ba4b50</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Esthero</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22272</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6570">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4694cb8856d365ef641f4ab6d94862d24e829ad0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gkeGRk9xaQ0gGVi5kHN3S</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nahko</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30783</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5771">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3271</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cissy Houston</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c82342b10e43299a6a01281ff113a908ff6b90cf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QYDxx5VDqINxMtUapyF9q</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6410">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d8c3aad6f75c058e833e704df7a6aea520de73a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323525</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'metalcore', 'pixie', 'sacramento indie', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dance Gavin Dance</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6guC9FqvlVboSKTI77NG2k</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8851">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'post-teen pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everlife</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ab77a808f98b283eb06278cadec8cbd966760a9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kvxlmsGSMNf9bBtRbFLH2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35776</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/649">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29784</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristen Bell</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4696b636f6be50265a1226814629eea4ed48a8e6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kHxkdiKCSnHMkhIgFBZaI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disney', 'movie tunes']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disney</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2459">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2748c60f4d35cb83dac6437046bb93fee1882dc8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'heartland rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1709</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wtiiuXdnWtATBrAxU9fnQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Lee Summer</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5007">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/991771c03314c5403f95a3b993b9ee84567adb04</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Concrete Blonde</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54542</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ICSjfBpos9PxMhGhX25N2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5179">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fortune</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3goA3telNzozvRguXpfuVi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">343</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94e81e981eebdaa287dc95aa25406469b9146f9e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9384">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twila Paris</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30380</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ua35iM0VjwfuHopuQDScm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e74bad7139b745101f74dbce79d9f35c8db25f3f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'christian relaxative', 'classic praise', 'deep christian rock', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4319">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Off The Record</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8163</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/968c29b01a16ae341d19692f63dc4fff95b682a0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZNhMDN6XZzWiftcyjuGZa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6906">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f41251785e303d77e7d28dbe51a0c8649281add3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51J0q8S7W3kIEYHQi3EPqk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'dreamo', 'emo', 'modern rock', 'pop punk', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bayside</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132660</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1220">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ed0960454c317168fd1d825ad2109eafd67fe1e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Raconteurs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wo1267SJuUfHgasdlfNfc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">536207</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4639">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Knight Instrumental</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46mFShagVGedAtk3aIxg4l</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10270862f8e12eb6c6516d40f7e74bd3a3e0da16</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1046</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9011">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/655ce2a5a01c8a7854e8901b199e43fdd637d0ab</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick O’Ryan</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bWNI14q7GSm5FqStkTkVy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6314">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56209</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/470767cad5a49deab4458a94275ccc3eae578b21</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hxQtmgWiPtEsDPeIuKxXq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'horror synth', 'soundtrack']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Carpenter</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10115">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kick Axe</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fc3cebddb0e47b5a74001893906cba12b186c34</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zoCulj9Wm2A6fve6S6Khy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5503</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11133">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shockwave-Sound</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">682</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ec8bf38f88db9d9266a51260ae386897ee0ee4d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63WTdWvRSWYMrDEKt2ycME</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2248">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3a5a2bb529dd60a3a871a7958d395c9331679e7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66601</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oleta Adams</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BMb6sQJVkmUyCuodmRs2g</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9293">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/222e857b2c0f6e58bc82f976b169561951851b82</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manu Chirayinkeezhu</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nyS3tg7hOw3CzJVBJvNA4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11304">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VpGjLseyraVCLxc49SzWC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nina Sky featuring Jabba</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">427</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8859">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock Star Supernova</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fc1a526c38f02a4660011a1fd76b85723865f5e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1950</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BKxotZtUpXm9qXdqUKeb8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5963">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12904</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a6871a9d5e13dbc3da2d7cea7f29a960d969f02</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'nederpop', 'rock-and-roll']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tKmZgJAXrog8SnYpzWSbe</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Dee, Dozy, Beaky, Mick &amp; Tich</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6321">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f820af6b13e6bbadb981f8af4b8c49123233a12</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7f4ignuCJhLXfZ9giKT7rH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NCT 127</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'k-pop boy group']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1642357</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4361">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IgfvpRnRRvieMOYwvI7Rr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Bowersox</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61795e64139f6adb5cb7578181f4666a8e5e08c9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13415</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1244">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16594</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IJ770I1QPmwVp7yug0eJ4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lustra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c698206363529f2c7189a98f19e61f23dfb78533</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6230">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QwBhFIOXWri9BNtwoIlKY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bernadette Carroll</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1cb62e7fcd5850f3272fda41ee9ff6abfa8f0e1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5782</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1102">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8c111b2f0cc0f211301ca42f8ede100fadd6a7f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dolla</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8074</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Gc3IYdgY3PVcuf8FPMxDI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6006">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cde8be2520d9b6d6dc1131d32016cebf5730eb34</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Parade</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lnTnt0IcCHD7I1HXvLMhD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/420">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie electro-pop', 'indie poptimism', 'pop', 'uk pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phoebe Ryan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4N874uPqBka1QiCvnCVOtr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211958</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a8c564f837810f139ab0b54195a84d0898df5f8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8419">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DP3fuRkm9Tm6iIPqrKrfg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5037</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deluge</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21e7100189e4bec222cba387aeefc1205cf4d1c8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11425">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c9924a934cc460c5d5134debc8cd758b7d76e21</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75OzsBRBsWtB2pSoyTI6qJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3406</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Blvd</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10281">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232438</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'piano rock', 'pop rock', 'viral pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09215bb36c77eacae7e975367f7f0ec5fd43596e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron Pope</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CmXhyslohOFRJMtPpRm4O</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1752">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172207</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1093395645066b5bf0cdeeaac8e58986ad028b1e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sister Hazel</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7m60UAnbgFFNuJbmS6OxTk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4183">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fontane Sisters</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards', 'vocal harmony group']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/905c01329c4e37c6d2fdadffe6668ae8199a8809</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ml4OuStDoympbREURAM15</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4506</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8302">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucero</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/754bc3d65b5cffe4bddf401bae614677d9b6650b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85146</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SNKhPPfra7g7Crq1QA330</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9507">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24840</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bedd2c0580b9ef3fd48b9c35699535154a095997</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Sharp</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DS0TGQThT1YDO41N3viID</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/313">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IWBUUAFIplrNtaOHcJPRM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84ca0d42ad25ef364daaae67b6a03b4345e481d1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Arthur</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'talent show']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4473027</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/108">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Caesar</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1488041</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian contemporary r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian contemporary r&amp;b', 'pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20wkVLutqVOYrc0kxFs7rA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9dbecfbec79585821a0058c96fde9a57b9c106c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8359">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">library music</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Oaesk5r1hSUYieWZgPgjk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2120ef77d8d8f14e2cbbd2d0ea6e81fe66955516</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laurie Johnson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['library music', 'light music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">652</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4287">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2r7f7tP46hkr4U6nMpzzQx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicholas David</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a74c49da74571d43c1d724e2a648288f30bbab87</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2432</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7696">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'neo mellow', 'new americana', 'pop rock', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FC1LIeQXKib0jOwZqeIwT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141275</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brett Dennen</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/023ab084da471f34f5546df517470526695f2d90</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5116">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18ec978bd2990ecdd5e280e69fc5e1996695aa5c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Kk2qRZ9uzYmVPyn2N0slh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">920</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taja Sevelle</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11483">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RQXkL66F6UrUVEG9amvJS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb81b9e82b08f2ed06d6c03d4303dca90040f3da</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Golden Gospel Choir</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4924">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/285bbe81585b6131f90af93a61b96759d8057289</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saigon Kick</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17878</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Qt3QdA0ZoOoeWfrJzA12d</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6378">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67942</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucero</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MspPfENB9nzFGaagXmF7R</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cowpunk', 'memphis americana']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cowpunk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bff6bf28e9f332ab9d2d255e1e54c60cb950632</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1727">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">388011</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'disco', 'lounge', 'mellow gold', 'motown', 'quiet storm', 'soft rock', 'soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JSjCHK79gdaiPWdKiNUNp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dionne Warwick</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a08468bbe0df0e93b4f5b97d10ffa8bca962602</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5911">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zzmoJGCPralqOI9Ki73en</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe &amp; Mack</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9372">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'turntablism']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fF9HxdiSPGCXar8svBeHS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.I.T.C.</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17060</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b8619a416ab3c848efd0b8abf6548801f3dfa6f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2507">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trumpet', 'lounge']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf2d6dfca061ac9d861aede44fa4c97ca5a0459d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40374</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trumpet</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PqdKx88nAgPolRy079lMl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herb Alpert</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4504">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75U40yZLLPglFgXbDVnmVs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95f3cf816f3e7caacecb86b66771b9fd0c8e6cf6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337294</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mars Volta</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'el paso indie', 'garage rock', 'modern rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7913">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9061</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21ND47q78JLAfDR1qpKQmj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dafecac86db89f0edb295b9570c9fc543743cd02</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orchestra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4798">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rAaG3OuMuWvPWYji9TDgh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3T</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'new jack swing']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38736</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0a15f7ec1f0166c945d4db6e3207b9b9f17a1b1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9183">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audiovent</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rLROMpngJJNjgA0QuFslW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10141</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e40b9aad4a2a5b2323cdfc1d8005e3a44ad6e22</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3394">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9826</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e492addc6c28b51db4fe16a1aefd178d1b2d6377</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74keeJdeVxqce4qJFj6WGx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'soul', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soul Children</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9969">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ULOrrt7kzLlbbwpWyIL4U</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fran Ray</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a4190f7cb4418d7e044287b4c5debfd025d4413</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9857">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nuclear Valdez</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">377</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Al9UJ2bG6v6K9FgJ21pn4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaac18ab4e7403ac2c334527451dc2e4a2249133</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9202">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FFAyPQU5wAmHbmUfZlRna</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e5c90f54eebecf74b00519019d2fad62672bc6f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20799</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Salvador</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/833">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65004</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eva Simons</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e3885205d1b81d0d0bf31f92245e4a1fe33a844</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2d6W4cnC5XsVOaxtgaj9hA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3587">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">585</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b91196cbb9aaf09c2229ed2fc3e6b743f08b8abc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashton, Gardner &amp; Dyke</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jjn1GBdbizg6qiqtKsEgC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4945">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49183</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b50fea7ed628e9d183bb2f45053b24eccaa3a2cc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hyphy', 'west coast rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nd II None</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rlHVdoyfG6pQkzcMWI4dr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6343">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8a334e3d700562ba36bff296741a7adae5f72a2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['channel pop', 'neo mellow', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">channel pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284472</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Hc9oDGvStNGmnj44m8sHg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler Ward</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6406">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f28ea6ab4f136850e0ea90e154c275f67bc199ac</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qqdO7xMptucPDMopsOdkr</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">State Champs</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211860</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'emo', 'pixie', 'pop punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8915">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">901</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e2f8d7448e766deee805c33649f9eb0f72de005</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Cars</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BdkkHt4TvnCGcr6vT3Nbp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/63">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'toronto rap', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2443773</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jku7tDXc6XoB6MO2hFuqg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/319b5b30148cb0614be70f115b272afc18ea69c7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tory Lanez</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/937">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">509021</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8045405c25396a2c25e350cc74cc7968b20aadcc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'modern country rock', 'outlaw country', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MPkNgar5uTd8Sqvrr7par</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clay Walker</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1391">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">836728</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1ad6db31350c11f3dae497a8c049c1dbc63987a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian indie', 'christian music', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6APm8EjxOHSYM5B4i3vT3q</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MercyMe</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5203">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">434</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ABMd7ky6OwhmrnXjx71iJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cool &amp; Classy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/987bbddc41ac2d0172347689b8f32dba5a242bf1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/492">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Brice</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1058318</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca6adf52616cdacadfe642eb862e954186a6a20b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Zq7R5qmi58ByYyBQTlNuk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8811">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be320943a529d1ff060478998af86290a931a71d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chamber pop', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'new rave', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6e9wIFWhBPHLE9bXK8gtBI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Editors</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">458114</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3058">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1f3453475682c49ae90559bb39b106eef622e8a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2398</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Ferguson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aahGWIXwvG1fxduXjimtl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2862">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340072</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e9c76e2392d995543a59d718d322f8bc1e530c0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Xf8oDAJYd2D0k3NLI19OV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CHIC</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4163">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbc2e08c8d70c11d23e8c7ce517f40e8036adaeb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Marketts</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5239</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2W9dD4SfW7p19JtzRgWGjz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3195">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UoRKL6kLwjYWQLl6QSHAs</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod Hart</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8be1ac68794d4ec579ea57bba67599da62cb93ec</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4145">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zDQ5WAYT4WIisFPS4HxwP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/421398c73da56fa3d28a95295f8c8494d2989dda</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RUFUS</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8472">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Bisbal</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2102138</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c06dfa7d56d00d3aa7d1a877dd44e888eaf4985</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'spanish pop', 'spanish pop rock', 'tropical']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gOJTI4TusSENizxhcG7jB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4026">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Valadiers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfdab88a2f27e7955dd86cdd0715ce3ae50b0fc5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep motown</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FJuJVKIVnGjlTQWksXwX7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">681</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep motown']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1941">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stevie B</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0248b2936b7ffcfae1a9c72522d351ebbe99aa94</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V7pNWhlJpD0s0bMdB1PU9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98092</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8539">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e24691a352233bbe989a311d921f17e7892a87e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4F7Q5NV6h5TSwCainz8S5A</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duke Ellington</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bebop', 'big band', 'cool jazz', 'jazz', 'jazz piano', 'lounge', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">516913</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7431">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1705130</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GLtl8uqKmnyCWxHmw9tL4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kooks</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a3dfed5bce0e6d14703011ec52a42ae719c0d4b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brighton indie', 'garage rock', 'indie rock', 'modern rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brighton indie</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7498">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59cc2f0IvGu6YVEtY4cS0p</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25528</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c479f1cdbcfcfc25fade0bdf4f59db222720ea83</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'philly indie']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron West and The Roaring Twenties</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7609">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'dance-punk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'ontario indie', 'shimmer pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5578671febea763291e91a12b50067ff2a963378</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143275</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tokyo Police Club</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wyfo3svXNWnszGAEVey11</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9970">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ahlwhwCBtwhSeDO5vYMh5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flesh For Lulu</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic rock', 'new wave']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10444</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e407603ab14a4ed035a38e0e779341d2d0aeddfd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1096">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.E.M.</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ef4b92f85f8d7b902dd2b9a31dd112fc61a6708</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1984742</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'permanent wave', 'pop rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KWTAlx2RvbpseOGMEmROg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1947">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/928c2ce50b4e21ade812d62325049fac368f17f8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Cd98zHVdZeOCisc6Gi2sB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111741</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop', 'hip house', 'new beat']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Technotronic</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9716">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'outlaw country', 'red dirt', 'southern rock', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/385a797d23477310bc8dd3263289d7701927a2a7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kentucky Headhunters</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91789</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sgj794K3UaW1ApX28ZUhY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7411">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-screamo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-screamo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6851e46f7d61e6850f6ea3f34b6414ffb193260b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24180</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matty Mullins</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2X6VbP5vxuup0exzZ8vhot</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3833">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c68e4f27a2ec0081281eb3214a7a97ca0d8c5357</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FkQ4scbqHDNtdfdvgrcOG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stereos</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9662">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f99486229d7d3e8fc707d2e946030ee7ae64d457</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41GpufYdDwK1QayFzKYgzP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nathan Barone</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b brasileiro</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28812</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b brasileiro']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9390">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bounce', 'dirty south rap', 'new orleans rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kane &amp; Abel</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bounce</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36601</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ts4PBN5v68vkqWVs6bYL2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f58963c0064ed1e5707e25af93f582950d2300cd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10310">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kRNqcxl5au17LEj75nyBS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedienne</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gilda Radner</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedienne']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c008993f8991d2cd2a731d2b3f477241f166b69e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">911</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10405">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/badeb1dd904aa47bbba0ee45c2f567211fe67aee</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian singer-songwriter</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7606</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian singer-songwriter', 'roots rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OGf0iBMsn1KQhl4MClHLh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Danko</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4884">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d3a8ca04821b0c07666e4222fbf5ef568d16d55</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vitamin String Quartet</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">427154</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'classify']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MERXsiRbur2oJZFgYRDKz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11155">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5E51APzFtGrApxy6FWdbYS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duece Poppito of 24 Karatz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3538">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic uk pop', 'easy listening', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shirley Bassey</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124557</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1b3b6710585286e477c98b6cdb2097fec582457</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">090VebphoycdEyH165iMqc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6338">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371344</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-screamo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beartooth</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vwjIs0tbIiseJMR3pqwiL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4b9cfac444b0d4ff513d71cd3d76e51ce60c486</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-screamo', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/459">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iNrZmtVMtYev5M9yoWpEq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'norwegian pop', 'pop', 'tropical house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed95fc7c6dc304a46403eb98e52139cf6b49f811</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seeb</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131269</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9107">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Zmur9D9gpr6tXyDrpnbOe</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'jazz fusion', 'progressive bluegrass', 'progressive jazz fusion']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47885</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8a0e8b31ad0fc3da327d2f9a949d61b33c280a7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Béla Fleck and the Flecktones</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4649">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jesse Powell</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ryyCNxkhfBSXHx4k2lo3T</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116314</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d2ad92090fd128b6765848dda3984b0cda03880</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2808">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52K4ArhA4OgMO7AsyEgqCT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4578922aaec5c1ee0282d523143f1561fe26566</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bow Wow Wow</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47046</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9766">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestra']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6I6fmQU7HGrUsCm4B5Nlk3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Liverpool Philharmonic Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6399</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestra</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88a108f8d652ef9ddd648b38b8806758aa0b9420</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9802">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43809</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WLP1sraOcF3Gaxp7xBa4p</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blastoyz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86499cdb8d2366550cc4ce552b9117956b15d099</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4674">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a52b680b3ee5118a6f72b7c4e2ce8b84b63d275</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicole Renee Harris</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">226</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QRfQWa4O6dNKlfZjVV5zN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4515">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">603254</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bddfaa525577e34cbb05993dee547af166266929</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lloyd Banks</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vDUJHQtqT3jFRZ2ECXDTi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/844">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdc8a7ef4d569d7519c12758067715f5833bd4c9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">445801</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Bennett</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lolQgalUvZDfp5vvVtTYV</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5832">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/142772e1e6712442f4f3570da73bfe0fd13f215f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1489</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4B9tusBz94bD4jx4ErFjFB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4741">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AwNnh5SdnB3VGSZ0GPG4H</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88565</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heavy D</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'reggae fusion']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e769165d9e5b36c9ba6df04d27100ee5e751c50</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11398">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ansEr5xlP7Ko8MAZXqhkm</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Devotions</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73cd6d1713b73796730697d082d7b96269cf11aa</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/815">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZKqrja0WvbSssYNFO3lzs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0cdce4c0af094fdd687295efef1fd4ea1935fd3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Boyz</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266790</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rap', 'southern hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3527">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36380</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'soul', 'soul blues', 'southern soul', 'southern soul blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cec7886d5661f24d95babf1192e03454793b9beb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GVO1kqJHVxOarPgex9K15</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Denise LaSalle</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10438">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WPM7cWlRjCwho6G09x2S2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1878</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6ef696e7e67c4b08479688ecaadd87c36359b79</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Tropea</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental funk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6936">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">norteno</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Siggno</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77140</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d058fdb47ae9c711dbf9a1621256782bfa22d504</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['norteno', 'tejano']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RTlv2UCWtRggV0rIo5TrN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5074">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qT62DYO8Ajb276vUJmvhz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">XTC</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6540622c946b42edd4c461f86fac6c3ca0ac61d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142931</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'jangle pop', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'power pop', 'pub rock', 'singer-songwriter', 'zolo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9069">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Heritage Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d9c2cd779635684668c24e51c5640eda56956e1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GV8SCA6AHEPN40dJ6h6vp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4206">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carly Pearce</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b3b9053e03ae03e6539149b30afad915c832607</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134399</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sIl4BTo9l9KqEi0Y3RE72</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3933">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115376</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'mod revival', 'new wave', 'new wave pop', 'post-punk', 'protopunk', 'pub rock', 'punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WRStKp4ihGVUzlzWfv1Qt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57baca04c112a6c9b316af3ee422057e227ad2c8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Undertones</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3353">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120055</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f561a11aa499002532aeeebac1d9c858676a9c3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZikppG9dPedbIgMfnfx8k</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ike &amp; Tina Turner</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5817">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">477</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87c6c1625d27b2f1f1128dad050ba190effc9b4d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new tribe</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70kZ9laat7OXeNSeBnAkLA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rainer Rabus &amp; Friends</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new tribe']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2842">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b34b220d7703779d990fe1a92187e5a78096bb3d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EJmqnuK0r6qiAevFFiNNR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'country rock', 'folk rock', 'mellow gold', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46508</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Davis</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6129">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['song poem']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45ThJBQQM8YfsjPMgYXABQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie and the Treasures</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">song poem</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11448">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Reloj Parado</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0S5eP8Jh9BesMF46LEWzIr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2721">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41pLvk2oM6XBHjqi1JkTXF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2430</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fire Inc.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7623">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21000d9702829e8aaf884e264d68449398cfa72c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108006</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mark McMillan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0T1KC0OHfbRO0O5bNH2tek</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'anthem worship', 'ccm', 'christian pop', 'christian uplift', 'deep ccm', 'indiecoustica', 'roots worship', 'world worship', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7939">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wintersun</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fd7a5ec182b1c4f19ac3fa08aae8afb022cb71d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">finnish death metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ui6SwChan7c1KYBQCqGKV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105084</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['finnish death metal', 'finnish metal', 'folk metal', 'melodic death metal', 'metal', 'power metal', 'progressive metal', 'symphonic death metal', 'viking metal']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4174">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a0fb2de8a723ac5b54f6807ea6b99362f1bbbb2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1M6XLICqGgFsxLpKU6v5UP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3017</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Learners</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/623">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dance pop', 'dirty south rap', 'pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2bfa4ecd375e11871db85907c62c52d7b80c4a0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sfl4Xt5KmfyDs2T3SVSMK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Jon</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">856462</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7460">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessica Hernandez and the Deltas</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef702610ddf5c39e80480f41be4e645e3b3116ab</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3luTTVEo8lot6jsdYXdbDN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11371</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8615">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian punk', 'christian rock', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seventh Day Slumber</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e9620f774a4f1c796170122cef4d4672b012131</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61977</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kFLnclYFc3gzpNt13wim5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2186">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mötley Crüe</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cc6vw3VN8YlIcvr1v7tBL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2044410</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'rock', 'sleaze rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82e32119f6232816abbf017a4bbb5481c5cb9d44</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8342">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">death metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['death metal', 'groove metal', 'melodic death metal', 'metal', 'neo classical metal', 'power metal', 'progressive metal', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bab5c0c891ff4a156e511cfc3ae398c64421ac9b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nevermore</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wUArE0NhHB8M1bU2WSplY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64270</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8515">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OKg7YbOIatODzkRIbLJR4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506048</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tracestep']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db09d9957adaca9659e7c3cefb0e5dada3cb9b58</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TheFatRat</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tracestep</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/942">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/947db18f7217a5e2f5334b624801ecbe4b17dfc4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JvIgRftY6CoKCwDpgZ4I1</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kobe Honeycutt</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7990">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dabe5b01b14f14825c0266768258b62eb3699547</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JEDaDPsOev2axi1kVvnb3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42072</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chaotic hardcore', 'christian hardcore', 'christian metal', 'mathcore', 'melodic metalcore', 'nintendocore', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chaotic hardcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chariot</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5799">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DT3Z6gFCm4PEu9ybw7h64</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flame</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">456</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/347de64029db49853904c1a8a11c05d5b2e090a8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/756">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3288886</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Bublé</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bf4c3c955399c4c45cd0677a860a42f39b6a508</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GxkXlMwML1oSg5eLPiAz3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'canadian pop', 'lounge', 'neo mellow', 'pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4964">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2057</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a03c2d29399e51db421be29937c3bc582d6f784</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Phillips</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h0Bl9CjL9SlYtiN4i6azz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1472">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0af7b70f4abb47d131cfc9859b2cacd47ea2ada5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shifty Shellshock</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uw3mzuWJ55YOdKZNi7YJO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8409">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07e3c7f03846dbc370fde95a809cbb8095651a95</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AH2bTtNIOYu24O3NuFxhG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54359</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock', 'pixie', 'pop emo', 'slayer']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Letter Black</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9019">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5d5bwgq0cJQt4hpqiO0Bhh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d42ddef1a1fa1d2fb077caafcf48f4978855ec</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">wrestling</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3438</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Hart</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['wrestling']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2277">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ab5100c82c1aa8b63b5ef7511a8a89a258096dd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M3TtMs03DHCYvzbgzBnyZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trixter</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44826</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10581">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/369a20074ab55abbb1857e301a8aa048c0633662</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WKTiixhkaWRexRUs3GKBw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Price</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3764</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2764">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Dxf1ZaJBrpbumiqTTnlIH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6367</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taco</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c5339357f71b57fe7bb9d74987781bf2e5db0a9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5365">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3INE4AiPPFjwS8kpNtvvxV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffcd0e2ab1a0769ac857a6c3948e1f217ea1cfb3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Festival</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2489">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295804</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dokken</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd6e62d3ac7117184e681ea671cd0b7b7482175e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09hNSPPOxDop4FRdr6UEnq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1409">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tamia</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">673785</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8469bcb8ac0d193053b78477e8786e023ce2bfd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0le01dl1WllSHhjEXRl4in</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3287">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63b7911070935a963a8f1212628ee3b296da952e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dickie Goodman</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73HvLPUjbk78z3CgDtK2ht</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">756</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9652">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4920cc735f3687ba131c435026b9660af080bc22</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caetano Veloso</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'mpb', 'nova mpb']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1001260</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HGNYPmbDrMkylWqeFCOIQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9995">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c815c88eb5d6a3b4077783098b74284e6c0750c9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sbwBqdkynNUDgiWU3TQ5J</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aztec Camera</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55616</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'classic uk pop', 'dance rock', 'melancholia', 'new romantic', 'new wave', 'new wave pop', 'scottish new wave', 'synthpop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3494">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/653a6ce75bac6ed4b4032a41ad3c43cea1baecfb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arlo Guthrie</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0B6QEFtRnneEzb4iqjI0Nw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'folk rock', 'mellow gold', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73425</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7686">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0B1prtAE9Ca9hTs0rUkjHG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MellowHigh</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45900</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['underground hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">underground hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5528b2580e1b90eada1c83c1ce0c8332a570c89</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1374">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mashonda</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SyhqYagv3kA1s7xbI8QGi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1254</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/315617a7bdc5ba6c8fcd2721ac51eed60b3caca6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2913">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77b2b42ad3eb9e0b59b51a8f22971e4dc40188fa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CcGsPdBvdYS0JuxrTvTIF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2973</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Smith</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2244">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/569f207ad40e4b83db4012478f55112364c0ec17</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77915</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27TmRLInIAVyWyU14KlALf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Williams</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7649">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">perth indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40342</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2caf7ea1471749a86b41ee2e1779b6c22f2a6c78</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0p1LdP1XicX0UA5GNA2DWc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Augustines</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['perth indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2616">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tragically Hip</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">464630</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YMeriqrS3zgsX24nfY0F0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1a40472b8525bda163cca634e384957d93125e4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian rock', 'kingston on indie', 'ontario indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4445">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Icons Of Latin Pop</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3m3rxBxMWtUeM8WH0rGP5m</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0be3093acc9b06907b9011365ecc7c1a7d8dfa6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11172">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2343</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Hudson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ef9140c57783eb4d32dee0be1ab9155d7f50702</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lbne5otCm4hGwN0OmlfCp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['didgeridoo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">didgeridoo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6472">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">463917</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15af59cba480df7efac4be9706428e82f32f4dfd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MF DOOM</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pAWfrd7WFF3XhVt9GooDL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7997">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kottonmouth Kings</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jx4hPtb5enLdBDdHKuSgf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap metal', 'rap rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171220</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3f152eb819164720bcbccb68ff82f2ecf8cac62</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1368">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">248155</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OqENqJFXPORP4BUGnu2Qq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Youngbloodz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7011c084cb5efa26a8b46545d506d585c0e7f744</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6274">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'classic uk pop', 'merseybeat', 'nashville sound', 'rock-and-roll']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11443</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01ba128675f08fb0df31c4b449d03e713a651cf6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IYYmybW7zLRFIPnOjBUUO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Ifield</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3695">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97174</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'folk rock', 'lounge', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Pitney</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ap1NzHNV9QA1x1V6z3gSe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6770f28ad7fbc90ef3efed8749c9aa5871f18fa1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5553">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">835</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c510d19b6534fd13967082568f9c343d9ec6af1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5i7UKP91HFnfeoC0p9SH9T</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Narvel Felts</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7983">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16bd007e6e8ba449c9ea61dbe7386a086e0d022a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17724</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GoBkSWqd1pb7gzf6f71DS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deon Kipping</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7524">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1125</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">¡MAYDAY! x MURS</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a4342ca0215a95cb64d34d98b15324ce4cf37f2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OqwRftds7A6DSWf2cD5OQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9513">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'new wave', 'power pop', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0THUMJMWUd5L8os9K6O4FE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18459</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9eb7ba26bdf22f39be3b15f6b117325dbd44324</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">World Party</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5057">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31b4f749eeccc5a22f2fdcef5e4089973ab4524f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IUisqn0mluZR0LITs8Sqk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ICEHOUSE</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151422</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10850">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">334</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shondells</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76t0wmOQWGjMnUDIvmrnSl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db9488b5920781bb42680a49790e8be52ad6577f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/121">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4794317</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 Chainz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17lzZA2AlOHwCwFALHttmp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a0f9090548262a85cceef38650642d3037fd1e0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6004">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/108b595602b9ff6cd4fe60443ab937bc220280ca</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">522</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34LPrj2jJHyeenP4sURa7N</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Jaye</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7406">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WxegST7d2jCYjq7SR8Bds</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kat Edmonson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35905</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb1ce422b337c0c82ea34873685b054cce1ba6ff</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7091">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NWtt9pNOL2Gx7kBykdE5x</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">262752</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'operatic pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cba1d3f71b995a7a09cdc3147d1b6081160bfba</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Celtic Woman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1923">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rusted Root</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5b373320c9227139aeff47df393465a8e579351</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92658</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'pittsburgh rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2M3vnW1p5w4uPRkLYTbvdB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11326">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/551bb0366a769cf5faa6442fb8dce282c8a9602c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3l994DG3WHfCv5AmYnSdkp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joel Diamond</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10552">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee0a0874f5971a82549a479b6ae5563b619e9df0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian progressive rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1033</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69JBLod15WPsmZioUkwA4r</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P.F.M.</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian progressive rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6044">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8307fd6bc0439fa4d6a1c348e2efd8e7d330808e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pNgzPKK0cx392X2pEtxoD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dana Rollin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6931">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352041</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'hard rock', 'instrumental rock', 'jazz fusion', 'modern blues', 'psychedelic rock', 'rock', 'symphonic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c54d3e62fa857b691de4e391b3cca35234462761</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Beck</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AD4odMWVQ2wUSlgxOB5Rl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11502">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allen Gordon</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1f7DyDtA0IwtD0f9NLf4P6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2665">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30067</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0351adb45404fc8ca9cc399a70e32f62db5e021</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Beverly</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rXycobs8wkWicUGLtmB0n</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4895">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a522ee5653d8cd9d9e6acd959eaa4045446a25b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jomanda</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09xC3MewWz48F1OpYckXTZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1461</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'hip house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7607">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grieves</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92462</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc691a2ebd6f455c073146794ab3d21276dbeae4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'indie pop rap', 'underground rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ActkR0xU2ZiDhWYhijydE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2697">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d3679ad0961a4012bea9de2a8a99434b00a6ebb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">351120</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jefferson Starship</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HC7NcxQx2Yk0fWoRKJ0xF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5679">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d8c59504d001316fc2c272f64097c76d37e9e77</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hfcSstwnyuBoek1dQwLkG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71808</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'afropop', 'classic soul', 'funk', 'indie jazz', 'jazz funk', 'soul', 'world']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cymande</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1305">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb6056fdeb6a6820e2a2fdd0c773cf0ce1e5551d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25naJrFZN5yogpY4K3bV0f</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'modern country rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2102</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Pinson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7915">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque ensemble</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbcd26975f7cca0aa0524724727944e7923cc3bd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque ensemble', 'classical performance']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amsterdam Baroque Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2916</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CMg8J0WjftvFR5zFbufVA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7453">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c74994e83cacb4ee9b5fce6d6dcbe937b8642e6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">311143</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Basement Jaxx</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'big beat', 'dance pop', 'disco house', 'electronic', 'new rave', 'vocal house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YrKBkKSVeqDamzBPWVnSJ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7080">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Are KING</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo r&amp;b']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FPWyyf6MD4QZTj3aypD3O</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo r&amp;b</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22728</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/869b95772d6fd8c2ced82fb6177ea56fced25425</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4636">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ce26e1edf4af7b099b18c3dc154c2aecd535e37</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WjSNggFFTIuRPUd915j8N</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D T Karaoke</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/387">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201532</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Ray</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ghiFYcwn2Vzl6K50U0UPz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/627245b4abff67c63614a8dbbe9939283ee0279f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8775">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194545</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'indie rock', 'lo-fi']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ween</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u1ulLq00Y3bfmq9FfjsPu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fe164354c1ab90670bdb67606c3db2cd6de7514</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4092">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul', 'philly soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hsuVq0DQonl3PnP7qkfvP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sapphires</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7102b5723d1ccbe3bf966cb8cd69514f05cbb8b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1531</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/725">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58a989c06f9b9321c9c4dc02e08a701cf3a5fb97</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Krewella</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">747142</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'brostep', 'catstep', 'dance pop', 'edm', 'electra', 'electro house', 'pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Cd6nHYwecCNM1sVEXKlYr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10887">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CVHH6NpR8WwHLYjgI4t7A</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2136</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane Morgan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/440e22b15c1538615247a5a396c4960c589381d0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3735">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'cosmic american', 'country rock', 'roots rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ef1c11cf25ae96d4219f86c4bf8921b40f1663b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7064</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Douglas Quintet</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3A2UXqQgMDJ3YNvLPyX5NW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1807">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b4efeba9b97bf02028f5d0ad21af42e6f36ffe6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">513445</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz', 'smooth saxophone']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6I3M904Y9IwgDjrQ9pANiB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny G</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2451">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiffany</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145108</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4C3uGP8vRDzxrhJxZiOjTe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f268fc280ae20031d4f83ca1e1a53053950dd1b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10869">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e93e5058ed52702b8730cd45265321d9a7b6a70</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11854</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian &amp; Sylvia</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QkNXWhQoTVUMyS9OIDP0H</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/535">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2dcf2d7a9ae2f3548d09ab7cca7d8351f3825518</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1446898</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Thicke</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZrpamOxcZybMHGg1AYtHP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10483">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of Treemonisha</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QB69c3nXqopWX94lthnMj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95dd00a9e008bc4382c217f9455b4a8436acdff7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1037">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdb2382075f400ca2f2fbddaebb93add82ca8f32</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6761285</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZwdS5xdxEREPySFridCfh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Pac</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2791">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bdAJUX6JPsnYHbTl5jbk6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'folk', 'folk rock', 'folk-pop', 'lilith', 'mellow gold', 'new wave pop', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108831</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91538b99ccc56276b8248603bd413e306ec8f514</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joan Armatrading</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8622">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6b6777d47017179fc74e695a054900afd913914</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'noise rock', 'post-hardcore']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42737</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">...And You Will Know Us by the Trail of Dead</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wBUn8gMP85n8dPu6LoUcF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/381">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6183b6552723be399163857813f3a789ddcbb3d9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['aussietronica']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02A3cEvlLLCbIMVDrK2GHV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69499</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">aussietronica</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5144">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eQZfngcruiYmmuk6K50Zo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d83305c8df5ca0bd73ea6f14797bf9ae574807e7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Bronco</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10542">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobbi Humphrey</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JbqyQSsMK7TavqlR0yNON</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'soul jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d1c4b34921b188a51d7ee812ae46c34d630d3a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25037</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1644">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Wariner</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67875</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45S8rtgQSxj1a0tzCNhSeD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a92de6d0ec71c079f344f93551aff3f457b8afdd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8872">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nNyMDW51EHYbBXu3lFbLR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef8a188af505b19647b4a89c69f5aa0619c57c0f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33355</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'mathcore', 'nintendocore', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blood Brothers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2113">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95de419b96072e591ca3bbbf60cccdaa9b9a900e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352776</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shai</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72y3ZI95ctkQC2O4mjBaU3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2164">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Z2qWFrZc4fFy4omFh0RWo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benito</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb6b48c5cb93eea3fcc4ea324f4b98cd10a37e9d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1012">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1116927</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Matthews Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/925ec2ed973dc956f2b13ad171334538463bafa7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TI7qyDE0QfyOlnbtfDo7L</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'neo mellow', 'pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2965">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19046</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbie Dupree</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jrgftS3TYbNxcPt5itKhz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd92039e46c27141172de070dc596470badc756c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/452">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'west coast trap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XVpDdKav6C6zwlDXPhMEO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80014</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3368cd6bc137dc426d60535b6018b6c40513ace</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kamaiyah</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3053">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235793</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Emotions</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47abbf144c6523f1a14b1e3c4920f0fd55e4e0cd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64CuUOOirKmdAYLQSfaOyr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'disco', 'funk', 'girl group', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'southern soul', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6669">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EVpmkEwrLYEg6jIsiPMIb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">865919</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'seattle indie', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fleet Foxes</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/955f9aedff448f3987bc17c342bd91311de9d0b2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11394">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9399e9fbde5f20d2f07fc3667865ddad27ba591</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peedi Crakk</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7679</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jdZ2CpOnEmspXf9CyVkmK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'philly rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6053">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rexWKb4rBwWS07SoHqsX0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/944964548f50b336b11a6687376f6f79f641ad81</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop', 'brazilian indie', 'brazilian rock', 'folk brasileiro', 'mpb', 'nova mpb', 'rock gaucho']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138996</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanguart</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1380">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33c42f2d911a72e21eece40e63f3c013d92aa776</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugababes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bubblegum dance', 'dance pop', 'europop', 'girl group', 'neo soul', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308630</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rZNSLWMjTbwdLNskFbzFf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5018">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'dark wave', 'gothic rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop', 'welsh rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40541</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Loves Jezebel</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/354d9399e67125bac6f0867bfcc445bf82aaead0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Egyhh5C7MvfJaWXFx1qc4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9247">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5glaXGC2Bpd4z4HsVhzhjN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11970</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64ad453282b208f0e7b288811572e171d334b040</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dream</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7951">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'complextro', 'dance pop', 'deep big room', 'edm', 'electro house', 'progressive electro house', 'progressive house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00sAT5YX8W3xNd1EuqyHw9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dada Life</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">374269</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afa5e4d3d4a5f863c63138689957c6fc9afc63fe</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7880">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Cay</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91f2295a43fb3b383dc93907c52ba19aa83fdb07</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zl3RAxFIDEx1sVleqd0ZJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10508">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">french jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Claude Bolling</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7732</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17YFYixTwkosluOZZJWhjb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93e89dcc12b977caa1fa888a23c26685624aaf18</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['french jazz', 'ragtime']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9718">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hollywood Bowl Orchestra</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9112bc7aef99b3847062e51c113a7d06779c1010</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CT3l7DatMvKA6WSejee4S</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6909">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pantera</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'old school thrash', 'rock', 'wrestling']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14pVkFUHDL207LzLHtSA18</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2207298</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab21b012c14655da99190faeada6d5ed95273c98</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5247">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5117</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Wilson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/842a916fdd46570eda8df72b11934ebf61755469</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04zDwTMN8SPPydYIfSeFYf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4271">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c634e255adc43a118b94d2cdd0594e86d37da3d7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nYvElumwIjMkOczb985bq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20225</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Worsham</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern country rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8599">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard alternative</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20275</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burn Halo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard alternative', 'post-grunge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WpMmtHYz6DhHhrQWx566m</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ec19b120c65a86a9b23a9696fc88e4de5cf00c2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2394">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'jazz blues', 'soul blues', 'traditional blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.B. King</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1615839</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffb3ff26238fe635a230bb0feb59dd0a5b209b6f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xLSa7l4IV1gsQfhAMvl0U</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1432">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3t83f2J04dRWOpNBe9GTfs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vivian Green</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b819197f53621859f874033c4d6d287e838b1fa9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230256</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9073">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8cfc3dc500cbf6e82f17697724e3445fd05fc4a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NsAJcAM18AExiMWKLKzuH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drag-On</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59714</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9005">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273866</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c72007b441a122a85a94041609208ab85aea5f9f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop', 'pop rap', 'redneck', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21O7WwRkik43ErKppxDKJq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Wyte</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9768">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Liverpool Philharmonic Choir</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/276b7c399241b13003d130fda4ade9dc9735046b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qejGzi550hi108LJpvSpa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4207">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">451</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3 Dope Brothas</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xuavSHRMQ6dIyDjiFr8cu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45b63453ac82a0fa999ea211df02b94f4e8b8f0a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8492">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pillar</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107719</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Tkg8omOIsTL617yXVt26e</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0aeca6637b421de89cfc50e14bcd17e67b374340</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian alternative rock', 'christian music', 'christian rock', 'nu metal', 'post-grunge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11093">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FpWmKaOJ0eXAyYlXlJg7n</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taylor Star Beat</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10060">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2091</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5077265bfb7d16d7cab7b4ad83b11442c5544813</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Winter Consort</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aeG7Ec8e7FHPt3devG0NM</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3939">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70962e7e64ecbc7ba5e081ed0a77728efa64f506</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'folk rock', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57022</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XTxadWXVyfB8eTIYOjMYj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Lewis &amp; The Playboys</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9759">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hip hop', 'old school hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab85b1c4fd916f55ae0ba018850d579f86a355b7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36538</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MbFOE7rR1KpTjHTw1gjWH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D-Nice</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4192">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Lloyd</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a275593777ddc157570cedd0649e6ba8eee215c6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">israeli pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EOEK57CV77D4ovYVcmiyt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289265</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['israeli pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5518">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arthur Prysock</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5587bd50c798e2989e6bfa782052e70e279a0225</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yJZMmgqsTjH6ooVALu7oT</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2467</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8989">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'garage rock', 'new rave']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60NKN6tZYKbkjX1qpFQIqF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e4ae7b23d03fcdf7ae8106b196fbbf5e8201ae5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18625</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louis XIV</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10930">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'french opera', 'late romantic era']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a640bd1a558a58cc4dc3b8effec7747ae55ce17</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Georges Bizet</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116141</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2D7RkvtKKb6E5UmbjQM1Jd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10979">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe19ac05437d74c71e52dc1fb7ad2d30ae257935</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Fontaine</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eqFe5JOM0f7gxIPRRtm4m</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3048">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jones Girls</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0838e388e0605e2108d70573f247897849951ff</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44115</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'philly soul', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aHa6IZwZ13FoC5AXFkCSh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3641">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64K8B0w3UkARLiwjpm6DEL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7915f0d2b77f4a05c67e8556445e912bbe7261a0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faith, Hope &amp; Charity</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6240">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6159a0e15d7372d566d7f3e709828f2b9439b99</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clarence Ashe</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">050lnqPL6hydVpjY4MeacK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/386">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FUY2gzHeIiaesXtOAdB7A</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop', 'pop rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0757afdaaccc60dcf993b5331479335c2f4945b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2922365</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Train</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10504">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">678</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11QKTxjqZm5sGnumdFiU9O</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chuck Mangione Quartet</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/995858ec62f7f49f51ec265ceba31491cdde72ff</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4160">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donna Lynn</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68ERQpRdtYlsh2yuv1o8Z2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34a75c705f401e9a17066d2ddfa443849d11fc0b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2303">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9e965e81a1d355ed5da0c0f744116d266814d76</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531905</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'motown', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'smooth jazz', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46CH1Gp8l8QVly8bpG9JFG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anita Baker</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2332">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young MC</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78288</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5n30a5V4ftXNMHCHChmK2h</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/793808f45c5438ce9cb54b31e95a88951f04641c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6256">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hGjngc0tPOBwTgTPci3IK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41952</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">space age pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['space age pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7374f0753ad88ed74ed3dd82dbe700276241dd02</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Santo &amp; Johnny</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6847">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'punk', 'skate punk', 'socal pop punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4S2yOnmsWW97dT87yVoaSZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NOFX</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bce31823531ac0f2e5f0e08d8e52c357a44ef08e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">619329</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2797">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">087ESelnMG9z8BeaYR6UcD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Emerald Express</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2381">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">362</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XTBNxQq62Jbego4YsbnyF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hi-nrg</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hi-nrg']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Q-Feel</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e56ecbf16e049fc356eb8350ed0285fb700e7832</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1261">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">684672</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd5d1f379a33ee26e2dfaf296bbab0970ec95ede</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Oa0bMld0A3u5OTYfMzp5h</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nate Dogg</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7948">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'melodic hardcore']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DUQBYAyOTZotSEdKhaf6c</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Basement</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c67c04196ad6326e766e85ca10068b281e0f9ef6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134987</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9443">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">french soundtrack</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['french soundtrack']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerome Leroy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3c88ddb492f6a50a169901b2824b8be81e1a67e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4z5MKQIUl2a6ku1DU0C8EY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10177">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4563</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a666ebd421872f6599285b578badfee74a91d0e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Johansen</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qZdnGoW781UFYTcMpDilR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock', 'pub rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6971">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1471</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ec4598a9518305e6568153cc535a4c9a6a9fc0f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colvin &amp; Earle</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ySDCFFPNIBeMS2VTo5j82</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/138">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67ae100ca14e54a0c28ee13f8cf2eab16975d36e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60gmlHZmT16wiO9GiXKYK9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Janson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146813</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4675">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'merengue', 'tropical']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356749</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c22GXH30ijlOfXhfLz9Df</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Crespo</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4015340d49d93b66d9efeb688ad5f083057d3da6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1143">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d069c20515bc253f807a447c195e785beec89b47</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1131875</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hollywood', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanessa Hudgens</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G9bygHlCyPgNGxK2l3YdE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4914">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Legends</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33c2072d0779be9085eca9db538f19fe0b2caaf0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7s8XWFcaNduOjl2pltABSR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1162">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f56b977f7b7c70baf61bc85e6c77410afe78433c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zTOe1BtyTkwNvYZOxXktX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">839203</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/203">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Brown</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'r&amp;b', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bXgB6jMjp9ATFy66eO08Z</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9299581</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e153d6448b17ce97b2a79da70d64b89230c67053</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3822">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Troggs</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57xdnSVt4ahJCIXYLieQ25</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129335</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be13aa2f252209f24469693dbef7050ec39d199c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'classic garage rock', 'classic rock', 'folk rock', 'merseybeat', 'protopunk', 'psychedelic rock', 'rock', 'rock-and-roll']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5412">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3468a0836aaf7e224536a4f5ba1dd2ed7394e256</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AfDBW6x1y3cJ7U8wSasVM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Voudouris</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">434</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7667">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23369</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jvWpZJpokYCoT0QV4OJg0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'emo punk', 'indie punk', 'midwest emo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">You Blew It!</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/055d0631cb374644a22e15a1546b342570ffa839</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10795">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">386</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SRC</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MYFjuZCeaLHDnT5iTy4Q5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/172fa6d465731cde430b86fcc8d03acdaac11c7c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5466">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gYUDgAOPYzdNOQPqVjiE2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c613d47c10210c318d95a95f7852c430e293a9cb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Lamb</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1883">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">772SIFJQiXTCfxncTK1UMn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Hall</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcde9f17fe13adbb5b1444fa6788111207eb0bad</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235094</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7081">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d52f298235cc6ddbbb14a66f546e00b2eb19c34</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328810</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Prydz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sm0jQ1mq0dusiLtDJ2b4R</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'disco house', 'edm', 'electro house', 'house', 'progressive house', 'vocal house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7636">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2983990</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8fbdc79e925beec7a784b99092759da63a83bb6e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XFITTl7cFTdopDY3lUdlY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J Alvarez</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6491">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c57f15df965c1a79e362179291431acb28f8faf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew W.K.</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84226</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YJR4xviDKHoelt9WKHlBa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6156">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67WqvGaFBKDUjucrKjAaFA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afa1a7c5a3323b75782005cfd386308225427939</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Velvet</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7888">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259332</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1962580d2c159bfc605a8b2c5fca8753d99cd16f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'shimmer pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">STRFKR</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Tz1DTzVJ5Gyh8ZwVr6ekU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11121">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f3b20b671e283fe6501c5877c8e3983cac4ec31</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ScWOn7wC5Nav6f0K17dil</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Romance Bugs</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4734">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66dp1e4YJx4SLcmzCtWQeH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ivory</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3185">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2utNxkLhreF1oIfO8kQT3q</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manfred Mann's Earth Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177678</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43e2b884e693ec6445077048755d9af01050d1b2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'british blues', 'classic rock', 'hard rock', 'progressive rock', 'rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8829">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136839</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'post-hardcore', 'screamo', 'uk post-hardcore']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Funeral For A Friend</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce34a0fc767992c401ac09bf811794847d62dbd3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AbDWrmJPSOeIbT2Ou60ik</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10304">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UpV4Xw5bG23MNBlhD8rpc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brides Of Funkenstein</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14422</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd4b321389733e89f331a607864d01159a964034</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'p funk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3451">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e305c54fe108f50ddfd9ca20f51665bbb4613853</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyrone Davis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81293</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76agLI5oSCFbmZnBqKcBJd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3477">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22337</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll', 'vocal harmony group']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0be8f8d00d21a9e7d7ba5bf414ce69b163a73bd8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fleetwoods</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">673J686eeEXMYJorgQ70lX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6585">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196187</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelela</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1U0sIzpRtDkvu1hXXzxh60</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b8c4b3ac02f44c70c7bc728cb85eb755ea32530</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'art pop', 'electropop', 'escape room', 'hyperpop', 'indie r&amp;b', 'indietronica']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1474">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Claudette Ortiz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">782</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PWQEBHw18rURT93AbGXQm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7846">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc4851bef4e2f1ee779b1238ae0aa08c53c00bea</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freak folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freak folk', 'garage pop', 'preverb']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QobJ3vnalBTlsdOrvQTIt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mikal Cronin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26232</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5023">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VaIDrxow5xfLmB9R26JVZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74033</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danger Danger</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7994781367041ba25205e4076cd85fea982c8fb8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3346">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zpFG5cvw00QmrYTUsjApa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75845</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/713f5221f3b532797b2c3cf1d1b2890cff0264e4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic girl group', 'disco', 'motown', 'philly soul', 'quiet storm']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic girl group</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Three Degrees</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5067">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MxRSOIsrKKrMc7pAzKlqs</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16190</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e284c0595c3b6b9ee1968f0fb1b90be729cf723</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'modern hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tora Tora</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8042">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c76e77a2c54691661438e76875b0f4df3ffe0ec9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55831</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meiko</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tW9jWf8lpuzDzAdVMvNMV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3209">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f800766c7ad21867845c182502c73bf35ba36b1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4apX9tIeHb85yPyy4F6FJG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79792</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wild Cherry</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4711">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15tLZYJSIK7D2diLmqglqy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jazz Music Collection</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcaf6784503ec2f5a88259ffe2176f41f4368c1e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5690">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cda319a361e03f4cd67ab868057b09ed36908648</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3M5aUsJmembbwKbUx434lS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3566</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Boone</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/617">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kiesza</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242839</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop edm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fb26a06a13354b60dc308188ad2d8dd0fdc608f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop edm']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zxvC7CRGvggq9EWXOpwAo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4753">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72780f3efe25a1c3626eb956114c76318e6344e3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oGOUVzYlcCWFLHgBrSblE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal house</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby D'Ambrosio</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1841">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3viHN7W4HRYsYSdMs5Eev9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf303f9027f4a333f07172bb92e907769df69e68</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kootz</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/572">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202279</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d492a69fd1b1379bcec93f1bd43ab6e60a2ea419</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian indie</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VxCmtR7S3yz4vnzsJqhSV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheppard</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian indie', 'australian pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/207">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lee Murphy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b578b96125b6d34842ec91896c9d53511bd931c7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121853</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78OAtwN3XpjMcjibnF2Kw5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4312">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zrHRFEsaNADaUVHYyAGeP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63037e0a44d36c8b639fb339d42559b7dfe79418</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Crew</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3344">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9836528de3035ce8d0df8806ca760271a43837e9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Wilson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RwV62DIxFGEn8aWO3iaMM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8483</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/956">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xU878Z1QtBldR7ru9owdU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4547d3204aad5959d55d8cc73ddcedfef4865671</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1496431</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phoenix</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4511">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433217</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IR8ZkpbyyKrqsIzchF3NB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c950db40c89089683ebc4f3edb45737ff03e28d2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crossfade</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/45">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114284</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d207b7babef86bfe4da836d90f894292c78476b7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VIvfOurcf0vuLRxLkGnIG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bradley Cooper</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10016">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4noLsZmHJV8k3LI5MgeqIq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Spencer &amp; Friends</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2ea4f899d6021b54fd177a90c051990852ba877</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">426</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9546">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bulletproof</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neurofunk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Eby2L5JXvh1LLZhjOdea6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b5517ba4bf127f0561c1bc1b6f0e255e87c0cc5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3998</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neurofunk', 'nz electronic', 'uptempo hardcore']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9666">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29qw7Q2Ai0i3kBta15tVly</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">496</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 Low</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6af39a45b24a40b800b24f08b7041e7da9bbdab</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3181">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77635</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MCjwjfIor5FkK3h639qkW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rufus</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a36e06de8d3b2378a1e614fa610a6795008bf5a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/589">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5afac73f93b57ae483d9328dbb3d94fe539567d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Broiler</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142698</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3836OTICMPjhTMMcpPw4EC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'nordic house', 'norwegian pop', 'tropical house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5390">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shoes</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef645771f106c40d4919cc9539cc8a6432dcd8ab</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2734</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SyCQtKtDtMfJBBKGm0A8B</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1201">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandy "Ms. B" Hambrick</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LFWRTqrlRmWoPZ80K8gZY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4115">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">498</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Chamberlain</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Kpw1Yu7PGX4iqfmL1qbJ0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bfef1a8b1cc7b9159335c7e4c56af70e1a6065f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2564">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Parr</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ad7e579b312903e4c2abab650f5d67b7085457a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30941</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Z1tibPKhUYWCno0IYicCN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9459">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4si2hG4wVEeOD3BIZtUfYm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e27230d1ec3beefec6f2412871d984206685b5fc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12985</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cocoa Brovaz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7552">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GwxVVJFS0SwwzQmhfoTtl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8632</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">California Breed</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f366f0aa4c03b7bb84ffe316ebad3326a22f4b54</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6577">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock', 'indietronica']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0f13bf92fa233117cf193a867e9a9e96c6fc765</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Krule</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wyNyxs74Ux8UIDopNjIai</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">396590</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6674">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'instrumental math rock', 'instrumental rock', 'progressive jazz fusion', 'progressive post-hardcore', 'san diego indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176904</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chon</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JFljHPanIjYy2QqfNYvC0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09fad0cfd9853602d8adf5f5696b18423e04dad2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9934">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'anti-folk', 'folk', 'folk punk', 'folk rock', 'folk-pop', 'permanent wave', 'roots rock', 'singer-songwriter', 'traditional folk', 'uk americana']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04979f3ff2b4f34ebb2b8c05f299e13c24b63723</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yXAFDZNUNyO92l5WTImkO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Bragg</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91857</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5509">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4H0my5a8sIwIpCAROJvS5y</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hattie Winston</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3811">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d38ef87160cb7bb8ed03a4524313632b9307e1eb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PFXkVDrL495eCxfaMZd1F</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Hart</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4189">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IZ4ctovY9dl7bgHClAvKJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218917</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/067567fb0d7828fce106617b9a6bf2e83e178085</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LSD</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1446">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pw5ePxlLPN87ikxsFHsvZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandon Casey</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1515">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SieFQ6cTNwift4RmkwMAR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Countdown Mix Masters</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9433529c1de9d38bb454264713a79a41eece3d23</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">572</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1878">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Passion</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/760ff57ea0831dcb8d9723c8df97cdc00d13463e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YgczGESVzCXzvQN5E6n84</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3899">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['old school dancehall']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QDmPJhokG5dCAAyn7RWeP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/113529fd90ef63eada73816edb33288addf296df</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Turner</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">old school dancehall</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">528</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8028">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scissor Sisters</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c723df87d70f6ce82661a539ff43b81a842848d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Y10boYzeuFCJ4Qgp53w6o</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'europop', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310254</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4985">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb66f91dc65f5887cf27d0e37028558e6119c1be</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IbsFegBehggX6b3n7YBnQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yasmin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7519">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trancecore']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MM2Na1OX5kh9QjazXBeIN</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157504</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghost Town</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/360bbc383947330bb6960d60f49cbabd5ff76527</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trancecore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4256">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katy Tiz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E19mfEFhCr6UgZUYJGOEW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4408f91bb244f89bd1368faff6c6c53d7b8679f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19800</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22a5f3d8c42bc7cb55215eb1627e429f54ed0998</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Halsey</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7368242</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'etherpop', 'indie poptimism', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26VFTg2z8YR0cCuwLzESi2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6057">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz organ', 'soul jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard "Groove" Holmes</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7izkpvBGc31hUccjdSNz8k</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9af8aa497f287e5ff0c9943689b2bd9cf8565f4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7696</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11446">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5385</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db21d068b2555e62a6ef6a3a843c0194398ae9d0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephanie J. Block</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4B6QaGBWXq8Y7tH7AMM3bN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5941">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b95be7177573f14f505e92d712dada97888d013f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v2kOxI1SijfvmD7cuj36t</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke World Stars</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7105">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">248903</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KVnMm856M8CHHBCw53Ihh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie Grant</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44c02a2c50e101d2c3fdbe9161a9627ae6e7b5d2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/377">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65071</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skip Marley</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern reggae</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11811ed59012765f0ebc3af772e56062df77f97a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern reggae']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ryoUS0W8qXokfMxrlJt6O</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10217">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a084a1fa2de944539de63a7848daac491b3f766a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canterbury scene', 'instrumental rock', 'jazz fusion', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67567</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Hackett</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vs7NIU7kZc2Efh6yOGKEZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/445">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'miami hip hop', 'pop', 'pop rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flo Rida</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7214654</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d0b5f483c7ed95b7c3c63147c3d38f9366b2c21</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jnsk9HBra6NMjO2oANoPY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3798">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The O'Kaysions</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4d65fbbc899fd14c4ecf26007daeab64d24b739</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LewRrFZKW8ktXwW01njJL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9197">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31048</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ralph Stanley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'banjo', 'bluegrass', 'old-time', 'progressive bluegrass', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5941463ad492060324e068001a878ddab72fbfef</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fMhmL6pvw61o0C1z8Bdib</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7772">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gypsy punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SVw939fwuqSobLjF8u78b</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216904</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gypsy punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gogol Bordello</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7849a19469393d8c1b8f49bdbc1312712c2ef131</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3853">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a1659624572506d4c8822d96334eae4e9b021c5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shorty Long</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3577</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3J11x63maeBtbx8zXgzftQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/994">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60c61a1e13647533f3a10532afd4228f60e34b9b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74eX4C98E4FCrAMl39qRsJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Theory of a Deadman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian metal', 'canadian rock', 'nu metal', 'post-grunge', 'rap rock', 'wrestling']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1082573</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3182">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smokie</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rIqOJspxDq89aBBCUda1X</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192537</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/503f803009cc4fcb5c658fe565333e77f1153418</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'europop', 'mellow gold']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6305">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254688</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smino</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84edcef52303deff6f3d53122a658190abbba881</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'hip hop', 'pop rap', 'rap', 'underground hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ybINI1qPiFbwDXamRtwxD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2798">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nona Hendryx</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pTDagkiVMJC5DJtSAdbXg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1848</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44e12e7e3eb5f863279ba541097816e0ea508a4a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9897">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient techno</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KQQ6ka4Thwww3kjYqrG0F</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient techno']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd69c020b59deace5c54fb5c0555b5a81b3d7cae</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martin Gore</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5393">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie Pointer</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54fb7ba825d4ad3a489ff7ff4a4985fd9e44524a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ywBpweKQY8MosUnAuPAgc</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3240</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5943">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TKZSf5u6B01KbQizymC0p</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene &amp; Debbe</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3ef3101a514b190ebd1beefe2ea5f5aa09a2d7c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/37">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'latin pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7K78lVZ8XzkjfRSI7570FF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">José Feliciano</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cd24fdecb512d9f182f36b86db42e556aebd1e9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144930</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2905">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ffNa7yLg0ncUpBm5P03pm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'doo-wop', 'merseybeat', 'rhythm and blues', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec936a284f6e72d64b5dc570d1d86473e8896aca</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12303</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddy Cannon</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9146">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9796387d3aca5ef9c5c61efa084a2149409d5acd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZwdTnCl6ck2cEnTNRL09I</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">550</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smilez and Southstar</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7608">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d55e292e8cbe7f395652410d8cb2887e0dc0fda1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iU0naWn1UgiTReoiXqPXI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54743</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Ragan</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic punk', 'folk punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5206">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis DeYoung</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TM0rDUbvVvrHioKsmzr68</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5410</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adb459c23cd6e01e8cbd3bfd6f3bfcae41e731be</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4638">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1187</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44In3Okeqcs641DLs1YuuD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0adbab0d89eae865f8ec87ccb7f732c2297df918</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Nelson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5969">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Channel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock-and-roll</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock-and-roll']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Do19ow5oRPYYU46jqdkwh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3833</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be2cbb1cc8626feff5fe15d8c03dbaae1ff24501</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/355">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9352</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4A6cd63FWHbCLqk9mtGUZZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Booboo Stewart</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1471">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f287d292b39d2679710829de29857924ba3b95</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crazy Town</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iSKnRZAxkmqNok6tv10Se</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215280</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8011">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yhtlCNnRgCNGnsy2K7mHm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage pop', 'indie punk', 'noise pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JEFF The Brotherhood</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31369</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/260037f3c25d16728f1463b940786761b246b4ce</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7626">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Men</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30XB6UJMhn7v7ZDX2GlIsM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brooklyn indie</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brooklyn indie', 'garage psych', 'indie punk', 'noise pop', 'noise rock', 'preverb']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a797cdb5febf5c07fcbc95407d1755e31d88f46a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17110</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6860">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daya</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mFmhb2TpiAZWvF7794sep</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/981dfed6a6c12acaeb393c783b3cd2a86bbca156</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1625">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/843d8f8f45e31ccb70b055598ef9917e45052fa2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vSo8MOzgy8fBHPyFuq0Iv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Hartman Black</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/453">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bhu7P5PfngueRHiB9hjcx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac7a7da35957c9f49a206e3311b81c6d936e4b40</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328553</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elle King</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/622">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cher Lloyd</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4m4SfDVbF5wxrwEjDKgi4k</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1944230</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/073abf783cce38d41189595c48b988359fc570ff</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'electropop', 'pop', 'post-teen pop', 'talent show', 'uk pop', 'viral pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10491">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bagpipe</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RzxvMY8L1Na0BelAbih6J</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Band of the Black Watch</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bagpipe']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06a65f039a9b1ab376ed47f6f503e99b5038fa89</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6159">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0f0bb5f5e23c01312bb1d1419cbf3f3b60df62f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cannibal &amp; The Headhunters</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7whVcGHRXxF2uUCZhJb4mA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4541">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6457</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vKhoHnEBN6Fq8tsMVpXaN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ea7f1cccc009fe7266a36acf9a9093d3ba2f0fa</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stingray Music (Karaoke)</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9164">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Traditional</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sleep</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1U5zgr455OGyIkLNXvDdrf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23367</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d5c604d1faa03a36e6a16edcda0798ca2d4649c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sleep']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4096">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39WRH5NDJ6YNCkoIDSMzp8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Richards And His Orchestra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7783">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Pd3T9CwmXgcnhJ3ulohq1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cdc639530283002aec678e49b8c7efb6ba18c3d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everfound</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11265</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10699">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13AttcQaKm6VkzNiRwERK8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Joe Grease Band</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c5b5edfce1c9e7cb8f7418959c220f8688b1bb0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6303">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c8acbd544992dabdc94bb53ca36c6bfdf19808a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269836</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Raaw7kr1Vzat4ZvHzjsJR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'pop punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I DONT KNOW HOW BUT THEY FOUND ME</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5687">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZIeThCJV4PpDwNr6lgSni</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Heatherton</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51581972a3a7ae866541653e60a3afb6b4c6be8a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10981">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Rv0jadS0oIpEjls5t17Yy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glen Gray &amp; His Casa Loma Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e21d52f58dd5d58b48c42b2e9a7975461b3467c1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5422">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultimate</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5a8090fb52a45d332698ac3c8d6552a61b7d931</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nidkvmOxUJPkpd5DvMh2Q</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5257">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Stannard</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ouw69NWSmu44NsfbyeaQY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10972">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Smothers Brothers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b58386e1525566063bf7e7fa208357afc4f4ce39</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ugjlc51azqrMoBLLbOnIg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3643</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2003">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de290cc5eb07bc3b2921008725d70d9d1573246c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7crPfGd2k81ekOoSqQKWWz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">503196</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stevie Nicks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'heartland rock', 'mellow gold', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3996">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NRN3tnDVDspHMCfyu2ZwT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11655</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b165c6bad92ef5b5ac42ae73c9ef62887f56e375</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shadows Of Knight</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7191">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Wilson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b88afbab395471c937e20af33d8a5f2ad3392b2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SbnQl7KrIVnXhYcQcMjL2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72456</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9047">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CYSRCHfilgR8DSbkCMp5j</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'classic canadian rock', 'country rock', 'folk', 'folk rock', 'folk-pop', 'lilith', 'melancholia', 'roots rock', 'toronto indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82336</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cowboy Junkies</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf07179423d8fe326532a10ba725970f13e022e3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10805">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sherman Edwards</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3962896257f021987b174f7e556f1e3b9172676</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ohkL1JgD0Ggj2mfte1lJ1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7225">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276729</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80328fc6f46f813d5a9d09f30c962b9adc4fe0c6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dom Kennedy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3s8alQfNnY0roAHaJh7Xxt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'west coast trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10879">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe2188f18bb00916c7a83533350f9acb0d6eaf40</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UJ2v7pHzoP0qg6aEIJCYq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Cooper</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3183">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ad3aec38afd7d73e44864d5922d7ea6df799a4b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Wright</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'mellow gold', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51399</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3z6Uf5IZkN4TogRpRpgD84</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7843">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'anti-folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TgZxvzeWjtAPq2rf9cx1u</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Uncluded</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17269</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9996144c4ea4833bd932f8ed66d198c84b20ce95</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5119">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Curiosity Killed The Cat</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37232</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZGAYur5k4gJprOffC6LkP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2529b0308ab007ddb1082f2c78739441d9592c65</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4664">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everything</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YZXO84I5cZGI7ukp2N2om</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2099</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/083fee7111ee261a4f75a0beda2ba37b5c0600cd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5216">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracey Ullman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'new wave pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9640</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcee09f75ece7c7512867f61dd1a8f6db3df5ca9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f8l45N3qZB1xSCH1qFCFB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2809">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iUjRVvYCsMfz7tuAQtBDI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop', 'zolo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultravox</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ff6575a23e3ed3e280317dd0c71e39f505726a4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229817</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6630">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neck Deep</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TM0qnbJH4QPhGMCdPt7fH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'emo', 'pop punk', 'uk pop punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/136ef203f71f37c6f7b942b9d43fd4c0e0796c06</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">402804</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7745">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49128</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zprAu7NrzRehc0Q0Jc7mL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Man Man</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freak folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freak folk', 'philly indie', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7743eaa64c6029b436fbebb035613f58bbb700e6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6698">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18525</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf9bc016912c56e3545806eac42cffa0dc366c21</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DREAMCAR</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4a4ZqWAUWjDNAnBTfxhJFn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7054">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electropop', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'shimmer pop', 'swedish electropop', 'swedish indie pop', 'swedish synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">509508</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3944378d08ba28b16c494cc7f63703175169251</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4l1cKWYW591xnwEGxpUg3J</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miike Snow</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8791">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/004a761a7c2ca8f6dcbfa4e71b00baa03b5a4624</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Hot Heat</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79302</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian rock', 'dance-punk', 'garage rock', 'indie pop', 'indie rock', 'modern rock', 'new rave', 'victoria bc indie']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UVftEhSsIg0kkXlmfhB6M</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11156">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8497729a7ca7ced237bbf752260511a6379ef01</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Madison Project</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1005</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WghnZkFZDxT1l2bnFwfuM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2993">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Preston</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27568</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IecGJbdBeYSOVtSPRehh5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49bc10d9841773e35824e64018df6bcffe20be8b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4450">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katharine McPhee</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99909</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oWOx0BBDSMoFB8JDrjQre</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol', 'post-teen pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d2180bb579c9c2d6e80e4fce89281d4ef2bcd3d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11258">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69RhFsnbQZaGoEcF7J6mnH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90a471cfb1509c94dbbb8011f941b48a279adcef</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Wayne</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6843">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4m8jScGR8Vu3r5k8qgOZCV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brett Johnson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1646</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa23c70b0c69aea986a02a2e3d6b4d2d724fe7f5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3991">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pqGj6vO9YHsXuZmaJaP2Y</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d942ea459d3ec957eaf3ddcb427fa33b6dd7a337</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39542</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jan &amp; Dean</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly', 'sunshine pop', 'surf music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2511">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qsc1hUhG2UrNZhByveJ6x</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cabd8dc86a8d6405915452360e0dd6ebeae0fc74</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop', 'scottish new wave']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Wilson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8553</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4776">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7opRqRgF9lvnVraBFCMvIj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c6b42bbb8bec8960f105340259f29e1ae40d6d7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84320</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Groove Theory</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6385">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88rising</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8b4c9e52ea2c464eba15d7090b6a1ada55345be</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AhjOkOLkbHUfcHDSErXQs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">262030</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4249">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gcSuUUfdsSujQST0J99d8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Galaxy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89ab21812c02b5fdce55d7e3488e173ee451f638</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">364</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5447">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'disco', 'diva house', 'philly soul', 'post-disco']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3m5hegxlB80Z2zQb1893pc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15734</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loleatta Holloway</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0729e1f110b96ac6b9113b4c87998afd40fd06c4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2169">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f04253704c08e9fb0b7681bdac688bb8d0f077d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shanice</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ttph0pOZiPNTD3y2wUUb6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103876</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/750">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5275af0184e2cf3887d048d4c18a1fbb284a44ef</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DiDSECUqqY1AuBP8qtaIa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alicia Keys</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6488801</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5226">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Massenburg</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37ZArWubdEwY6Q8c9D7xRp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7403">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106730</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">528t5c0zyuG9beehtth4Za</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Finch</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49ccb00ee161c1411552bef63072623aa46342cd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1852">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4273</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mista</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f3b687d342ea9117709c37296ce6107f67f351a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uX071Qr9VaAsJz7hpAv7s</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3620">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3miNucraVWk4hdVsIxn7id</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/461b5fdd5c1c70ce09eff3c0225d9e79c610d91e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Burdon</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57900</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'classic rock', 'psychedelic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2208">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uNjT2PKDfR7t48JKhajkh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f3da8b651dc977534295ba332d9da4b7eb7cd29</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85473</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richie Sambora</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6315">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">428</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YaDmIGxP3HVcH7xvkpvSP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/108a0b2df6536c3f8c40fc8d0065d1c4f860bbb6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Davies</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror synth</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror synth']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2373">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic girl group', 'doo-wop', 'motown', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128854</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shirelles</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0x83OBqixqdCHnStP5VMcn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a51fe462a957dfe6b25a65a08bafcfcbbf5e673</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3614">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emitt Rhodes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk rock', 'jangle pop', 'power pop', 'psychedelic rock', 'singer-songwriter']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9779</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92dcc44ed591f6003aebc5742da10ee32f0423d8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yap1SgRPMxgyfrrDlQ95y</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6941">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emarosa</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lexington ky indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/306ffd46a7c4aaebcb181eef38bb963b2fa835c3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lexington ky indie', 'metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68tKVjVvcqUfKFFLr2j0Ek</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170759</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/278">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pUo3fmmHT8bhCyHE52hA6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3988987</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liam Payne</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f89cc80699e363fb2f000149e071b33c821fd149</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7558">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Fjvft2Z56VrVjmYE5TkEi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bane</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28442</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston hardcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/844ab537a7af04e8d54be4a5149ffdda404e422d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston hardcore', 'hardcore', 'melodic hardcore', 'straight edge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1858">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Badlees</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">715</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25VSFgiz95XMZ5O7MmIxs1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7474dfb84ab186b795cf1ff4c56d03881b5bc1ab</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9043">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">776</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cxRyrEZQzrqJHRpm8n5sd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2d413ec38e8e1cefd4ddbebafefdfab6879a565</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Fante</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1949">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1c3e813a92d605e14be25a88d887d217316abc8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'boston rock', 'folk-pop', 'jangle pop', 'lilith', 'permanent wave', 'power pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20491</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juliana Hatfield</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4L1danWWAgSc0b7nBgY9CB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7162">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d037cd96ec1e1b2de22bfedd9ddef04ad5c138c0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['albuquerque indie', 'baroque pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pmxr66tMAePxzOLfjGNcX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beirut</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">717975</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">albuquerque indie</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9129">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb7f8cd1cc1a85932b16887fba5e7f5a9c552623</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melancholia</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melancholia']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Lanois</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26867</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5S0AJvE9NB1kGrXRfYh690</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7698">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CmWVjnzTRTqZqdVIlZSSY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Tailor</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76893</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4c635fdf5bf6cc9ffda7aeec518ea832b5806bc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4808">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2421</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2dc1b736854d7826a0d34d649aa9a2a475e68e2b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tOB8FBc9x40nYR1k3e8pZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mighty Dub Katz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11152">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/379b70c78d8bf326274ca971b78e9efa775d48a5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WelaSzpw2Jqg0cODpMoct</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junction</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2000">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139605</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian rock', 'pop rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crash Test Dummies</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YEGETLT2p8k97LIo3deHL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1210ab39e478b28f71853f925940120227261f2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8873">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6emrXi84Xjdb8YcEm82XEZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9f9a33c5fd01943cac81c205d490150d3503c96</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35857</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Lopez</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7236">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5264c6eddafa8e205428954824705af1da0ace36</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9480</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tina Campbell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dipd1qrih3c6oRdUzyfpP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5571">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9295</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fsh5BPGWt8oGFUwQ6msCk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Country Joe McDonald</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bf2f09a1d816e0e5767d8292767f0ca14dc9f47</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk rock', 'psychedelic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8548">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maylene And The Sons Of Disaster</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qSQDLG1CdotFh8eWhm7yT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama metal', 'christian hardcore', 'christian metal', 'melodic metalcore']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36931</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78ed2acc0655377d852aac68133bfc5f6914bfb4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10423">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sleep</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1034</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sleep']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Electric Dreams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22bf60014293800657a49b2b9807aab9e7f37097</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HMJL4XkCgfEraxEuLYhRz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5016">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sydney Youngblood</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a227c8d7dd849240c5964cffe12d7df2ed171e51</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uqxysZACHU1O1DVGPa8rZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2932</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2998">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15738</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GlDsAkQHOmNgtUZdJ4Amq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary MacGregor</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95a2a3f0dfa948e65fecc78de6b273fe0c41cbd3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2388">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49272d98b97a5fe55c0514ce0e1eff13df238a86</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'disco', 'europop', 'jangle pop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'pop rock', 'rock', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">521073</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bangles</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51l0uqRxGaczYr4271pVIC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2002">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roxette</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">821549</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'new wave pop', 'pop rock', 'soft rock', 'swedish pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5679e8b8d7d28777dfa7f3e78e001a896d4cdc52</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SHhfs4BiDxGQ3oxqf0UHY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2870">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65417be4ba936f35dce86ff623e425d47f500de3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">584904</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wCjDgV6nqBsHguQXPAaIM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waylon Jennings</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7441">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94e31b864134fb1d507a6d41c7aaf5f4876c210e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Furstenfeld</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LQOvElJ48TNRoHPghgJJo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6422</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2709">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jocelyn Brown</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17002</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'diva house', 'post-disco']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ad17153950048ccc7bb47cdd9534387993da788</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ga5ADaBpljQ3YrCh99ZMq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5151">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doctor &amp; The Medics</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6456a124a1c56d84365d9a55f682b9425c70e190</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0auxGqduSBWubpKjjSNKLr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2062</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11234">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ab7dbc64d046da837ad916915e1ebda624d3db9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iamcu Students</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rCaLgCtctzrzmcgQUQf6S</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7304">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hard rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10556</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f14ef036cc063abcf00d184ab90065ccd4b8e1c0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Revolution Saints</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tq1dv7rzt2khH82JuCWhg</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hard rock', 'nightrun']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2157">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17556436d79b8436894d2bdcf2a8214c27e7bce9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'funk', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208451</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Troop</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r7mGejWrGSxheAYEIfSwI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8541">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Vkxl6Sxde4TZQwFvtTSLH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yanni Voices</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fc8a5b2294a776c22001adfe57a19a86b94fa6b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2796</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11100">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef2161a3b1000019427bf119543000025e35b9c6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Choir</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VrOxCh9Hliyo0yZhhTsvV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8194">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pBKouKb8w9CJN8rJV5PJI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2be30df0db7879df18004b8e176aea0b8a563efd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Random Axe</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3186</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9557">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28yWs7I4FXiDyBuHoZqkY8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec1cf3d1a535cbde7ebd00f980c22d0bbed34a9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Trevino</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14118</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep contemporary country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3827">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FSD5qtm70EBsOiLMN2eEe</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'motown', 'northern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7073</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aea619efad849c8cd0fd58df5ab9d4d89249fee4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tams</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3285">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfd7b11d97bc9159e9d085c5fd925b70cd192178</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332436</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'funk rock', 'p funk', 'psychedelic rock', 'soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450o9jw6AtiQlQkHCdH6Ru</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Funkadelic</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7254">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Tyler</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78916</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109FvbnDVNag1UcJDVpFlr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/949cf1680270a167801301be6f090db31e2d0f49</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2015">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gin Blossoms</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303674</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'permanent wave', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/376fb2c94b443d9f2df1b5ad6339f1d5c28b06ff</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kXp61QMZFPcKMcRPqoiVj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7028">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81500d8115d21b639c31c8c76a94a2af3d1b13c3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uSftVc3FPWe6RJuMZNEe9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'baroque pop', 'chamber pop', 'chicago indie', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'melancholia', 'modern rock', 'new americana', 'singer-songwriter', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">354612</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Bird</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5041">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Paige</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa6157df170983f19af0856450a63c779fdd4444</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mIEx2v1UvdaDeapwDeOEq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3529">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Richard</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8482a715712ad99032f35870bd2430b9b71b7283</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">413469</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'rock-and-roll', 'rockabilly', 'soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xls23Ye9WR9yy3yYMpAMm</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/702">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa80693e1bfb69cbadcb1878d1a156d54e4f032a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1buzCmyYZE4kcdLRudsb8V</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mikky Ekko</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113120</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2315">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d012cf65fd4d32771c8efb12e951d8e62171d9de</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42434</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Basia</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mITrNyXdPhy8phBHPgAHk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8703">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gYhMYgLoMXbEbnGhnwV7Z</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a6d547b64d46d0b322db2e0c64c1810e336619a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Gage</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11064">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c51c3f53ffd2649b8733bf84a8a5e6ae63bb9d41</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4B046PL9HdnTXiuFSVxeyL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thin White Ziggy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6994">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american shoegaze</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41932</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b473137d8e3339f0c298767a1167bb2fd189255</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american shoegaze', 'dream pop', 'dreamgaze', 'indie punk', 'noise pop', 'nu gaze', 'philly indie', 'preverb', 'shoegaze']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60mqEPQp1eNjuwt1Z4yL4J</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nothing</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/781">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'show tunes']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6048</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Kazee</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E0WuV49YeVlDWrmLf4jKK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3201">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48010</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11EZGTWr2pY0VZPlWokAbl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul', 'quiet storm']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00feabc8fb1f07dec73910dd678ac05a25adff5d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Originals</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6851">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Balance And Composure</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94a31d2152e03f0c903b0a2c63f6f409a64a6778</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'melodic hardcore', 'modern rock', 'philly indie', 'pop punk', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92348</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fgl3me4n9diODTrVfruF3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9217">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54657</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NOhotupwYbKRNJF7LMDPG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'garage rock', 'punk blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jon Spencer Blues Explosion</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a62bd4ced8a5d9a18f32f2a6f47941239e12a51c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/511">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e45f5a2ec8e40cd84724cad7ceec5b096730178</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">iLoveMemphis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">viral trap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GsIlcwgQDJVjHD82mbA0Z</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['viral trap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102681</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10069">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97128</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cc76fbf0436d94a80a2bd1dab2bd9d3329d4a5c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uFixbBAduJkFAeRKznkvW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert Collins</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues', 'texas blues', 'traditional blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5414">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OWX8vOXHDmO2UxsfaJnfw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01aaaf6a9f27c63d2539fc641ffcdf5bdf7388cf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3486</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10386">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e79e10675cdd074faf1c298038c360e27757520</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42339</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JLUCojZaHrX2LaUkSj7Ud</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'bebop', 'contemporary post-bop', 'fourth world', 'free improvisation', 'free jazz', 'hard bop', 'indie jazz', 'jazz', 'jazz funk', 'jazz fusion', 'jazz saxophone', 'spiritual jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pharoah Sanders</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2274">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eQJIXFEujzhTVVS1gIfu5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deee-Lite</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59705</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'vocal house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8dfba8597882a18fb1faf07aef69271aa37935</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10929">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6dc9ac5de9b3f6b1e59f29327c128e64ab31608</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">clean comedy</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49mU7Sl98U8MkECsd6zVq0</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5960</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['clean comedy', 'comedy', 'comic']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Newhart</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3800">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/863d20d533bf014bb4ddce7c8d542471874d2a62</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18329</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arthur Conley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10TSIJnyUcowWhpjj59gHB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10374">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20907</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gato Barbieri</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz saxophone</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dXBi98p0mN5JCpBnU0XEm</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz saxophone', 'latin soundtrack', 'smooth jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fd9226d0c4f1a997882beba1b108f057cc04fb6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5967">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QZyX31xQG78Su3Yx0aL5I</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alohe Burke</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1010">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4p07QU02SrLsaORo25h2Lg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253836</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e1cd2d8102a163936d2aff78d762c2f23e36bcb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammie</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1069">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2a7450e4c67353fea573b524288c9e6d97c4124</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23apFYuBTpFemqLDn8ViLW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12063</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cisco Adler</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2117">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S.O.U.L. S.Y.S.T.E.M.</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">441</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xrPZsMHSROs9YnmT0NNRs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2457">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new romantic</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new romantic', 'new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07b26671e20d790ac68dda62025c23f2baa2ec85</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23924</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LKrAJVB1842xPDvx4uuwU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bros</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1194">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">458469</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cjh6y0V9SsyCrWSXTzwOs</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RBD</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5848d3767ff8b566f90affea35a1a159d26d726d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5938">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">belgian pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['belgian pop', 'classic belgian pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee9b92fac230f37f6fbe961e95db776640992b26</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QKWgt7dR6ePnanKaYqqBl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2831</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Thomas</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4066">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Four Fours</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zZJIsLuWMdL77gsYkhv4b</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c4c4a854bc6a5d652edb4a612fa17409243d7b6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6622">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HBjj22wzbscIZ9sEb5dyf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'tropical house', 'uk dance']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonas Blue</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2224109</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58ce5027edd7cb785842f8bbe9689dec4bff71ab</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5751">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'nashville sound']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9069</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e8034502fc0a6c2e1a8ec697521ac6d1dc77bc2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">656TGMl6uRQSQlFRVCKt7w</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jody Miller</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11480">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pRVH1LndRDUbOHUsWf8Lv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ac39be0dfbadbfc37299a2846062e86a99fab2d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">771</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hip Hop Hitmakers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1404">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'pop rock', 'power pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86677</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe75e6f4ba0b2e75e97e3505f9daa112a606977f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fountains Of Wayne</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pgtr4nhBQjp9oCUBPyYWh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/149">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Weezer</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1724486</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b0f517847eb0a75e14722f8f6ec575aecd5e0e5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'modern rock', 'permanent wave', 'pop punk', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jOstUTkEu2JkjvRdBA5Gu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4463">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kids Beat Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sZkcnQ88f73pGeUCt76Bb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/018a49be984844295bc4eed868175215811d7fb6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1721">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3424</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1damanY48OjG8KZHLdsSNo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Forte</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30a4f319cf595582f5f7c8738872e3e1194f3ab7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3812">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V92xGMFMr4619y6ZvEUFR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Boyce</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">429</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d38ef87160cb7bb8ed03a4524313632b9307e1eb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/723">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0H0OkFxp022WOyKlt3HmlA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0d09dcfb2a8f89767f11a294066a5363c027a37</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LOLO</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25535</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8334">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'redneck']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4933</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FSuo59OpaJZKLwp3lgt4D</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14f1cf4bd0e736e9abf98d7dd06d793dc8866a34</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trailer Choir</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5876">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonny Charles And The Checkmates Ltd</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MzXVudQckRxZ9J0o0B5aQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4409">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1368</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e27caa120f558db4dd1b0e6f56287440853f7c2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Z6WehLCUZYmz0RJL8CXCw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ProSource Karaoke</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6109">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LaVern Baker</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0V6zo2mJw9FdwWLClKC9yw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e4037a4941e19bcbec3184907d6fe5657ef693f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'jump blues', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19723</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7673">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c5f3500ef0bc204e076a448eed170222189b3dd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop', 'trap brasileiro']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hungria Hip Hop</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4227920</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vLuOi2k62sHujIfplInlK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8284">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">antiviral pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/895244fd8b5637bf177932b8790b296d0be02b7d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336090</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Waw2sSbqvAwK8NwACNjVo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bo Burnham</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['antiviral pop', 'comedy', 'comic']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11400">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mixmaster Throwback</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/545a92278c4a22e47c5df0e98e2e1b75f15ba55a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">702</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Gz69LsbxWEUvy9UKmarbF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1581">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3bb4b09ffbf0a8f420ae14837208056cf64451e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">597677</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Henley</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'new wave pop', 'pop rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dbuFbrHa1SJlQhQX9OUJ2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10079">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38b0e2337bbabcf17df020315962f74a06e8ac1c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'melodic hard rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RRsSauHi9EYx8AUmJMwkL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18152</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Lynn Turner</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10393">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EOmvmVtYMTgn45w9mWUTV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic metal', 'gothic symphonic metal', 'neoclassical', 'norwegian metal', 'symphonic metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6847feb314b9a4f2887935db226898542afe120b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87105</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tristania</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4719">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cannibus</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">525</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Pu35Fye4uT4MwwDz7M3lr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9427">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'bluegrass', 'jam band', 'old-time', 'progressive bluegrass', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/700182dbd8948043fa5e196bb29744a82036d41c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22491</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Del McCoury Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fj5pzLyOKDpUOPZs9q3wt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7409">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369352</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b4c5ca6ea4b423fe62b8207127d2f18537d8846</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nwh8AhPpbwOUnHZJWrHT6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Allan Coe</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10205">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'uk post-punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AIo9dEYhuS3AtwhhKgA0M</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8802b1b4470ac97e6d62df5ddbf444905b18cf51</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Teardrop Explodes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35374</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9730">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mother Love Bone</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154891</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'grunge', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ced0e4d64f4915766d0cdf47541297d53c8281ac</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XR64HmFo4OvexUUNW7TP0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1153">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a22f3b64173ad64928fbe7b5f0c95b84a89f96c5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40Yq4vzPs9VNUrIBG5Jr2i</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2282961</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Smashing Pumpkins</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'modern rock', 'permanent wave', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6239">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Maxwell, His Harps &amp; His Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26a0ac211e34192dbcdce6211a9e753bb3399e10</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aS68CbohLL2AqNVatdrE9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10206">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32hlLPsPaQBATk1y12TWbk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heavy Metal Machines</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad481e601127172390378bc996e0e681feacb44d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8340">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24dYJ8P3YuFihvMcElFUWh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'cumbia', 'grupera', 'latin', 'latin pop', 'mariachi', 'ranchera', 'regional mexican']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">667147</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/242d7de51e31dbd146a13340d68a15c39501e429</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pedro Fernández</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2049">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terri</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/359b4c63961986bf8450b86616e17510b9e771dd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57yEpLbrN0aBF30aG9TRPl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5401">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91badc96be48c408c82dd8c2d40cf11c5f294f37</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2R1tFGzCGED9JItNMDx4TX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Night</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8916">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sM4cZ9MHihs0tbmkiE9n8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1056d7c9b16df867e635245576b2e5ecad378ffc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro swing</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro swing', 'nu jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37154</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Berry</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5098">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'minneapolis sound', 'new jack swing', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1L56apXminRPJqnqBN0vhe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34b48a04e1ad055bb5afb5a59122a116bc56817d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morris Day</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93079</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9365">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44NAtDRZSDaubRu8KaGVQI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d308b3c27c1825eb64903fc8fd8cd262d7ffa04</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cye Wood</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/871">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Bolton</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">728771</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bbc584aafae22616f851d02cee0c9cc2a089953</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YHEMoNPbcheiWS2haGzkn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1685">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paloma Faith</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'british soul', 'dance pop', 'europop', 'neo soul', 'pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">758943</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fwuXg6XQHfdlOdmw36OHa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86a2147d283bbe7926a8735c7ae56e76cd1911aa</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10807">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz electric bass</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ada8e6f72ce925e94288ca2ce6fa9b200181014</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz electric bass', 'jazz funk', 'jazz fusion', 'jazz guitar']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Coryell</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14339</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25s8YpOLWqI2SgTlvapJyQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5385">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44a5598cc505bd6774c20bc689e6d61aff5a18cf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pages</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5212</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xoTZnaFX7xWz76sVSgg7u</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4394">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JoDcjZtpq0ccldFgYmeAB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Party Tyme Karaoke</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ffbc29be377cb71f967d21a1d1aa111c3928b51</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11284">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arturo Casadei</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Pb4hadLoPVsd759DuV9nT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6977">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152302</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ro James</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c0e7e16099ae039ee50e907b10be50dac8a7449</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'r&amp;b']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r2oyrNc0YjSC7hZL87V0Y</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6481">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AsThoR4KZSVktALiNcQwW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb0ac3300c6d082cadfe4060e756d7e2809ab9be</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chloe x Halle</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279394</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'escape room', 'hip pop', 'pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5039">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Somerville</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94235</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LQeBFIfD4C22RJVVjQ6S7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'hi-nrg', 'new romantic', 'new wave', 'new wave pop', 'scottish new wave', 'synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69b17071927b94ae2d657807e530ee228abaa76a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6157">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Connie Stevens</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dg9jB2sji4asJtjihC9AE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4695</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef18c7e9b4a3d1ef3a6114060b079209b536dcf1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/608">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34bhyY8jfKez7uKakMfy4y</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11a14ed3d90bd8030b5820291093aaa17c560951</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">413710</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maddie &amp; Tae</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8360">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert Sandler</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mUFHe7r0iGPGHDN9tunS8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/802bf961aede2cf2962794466f0228bc75633115</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6185">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/885c3b91a339cf7e4f21afb6c44a22942da33c55</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447AjP7EitHZ2ZFrMKDN2c</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitty Collier</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2830">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'british invasion', 'classic rock', 'folk rock', 'hard rock', 'mellow gold', 'protopunk', 'rock', 'roots rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Who</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2721208</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92a5ad894b73b9e63739eb36a0500e86b2588353</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67ea9eGLXYMsO2eYQRui3w</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/986">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooks &amp; Dunn</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XKOBt59crntr7HQXXO8Yz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1162791</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f690523f5ad43ede56b91c4599aee87f3f58e099</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'red dirt']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8623">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07WjVPM79OGQLOZ1jfUVk9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18906</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N.A.S.A.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78ea1194072096c107bab1a6f41331a5b33f225b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2712">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrice Rushen</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mNnxxnPfHQDOkFjnZmdkc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106491</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adf5d1d7eaedebc7cd4129118494ac451f48a749</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/383">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7cb8a2d95ba2ca94fc0e133611b5b680014c52e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36928</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mnS9jJdKQQcRSqFu5YPVe</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disney</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Auli'i Cravalho</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disney', 'hollywood', 'movie tunes', 'show tunes']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/807">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3298162</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tbjWDEIzxoDsBA1FuhfPW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96b4818a65820e91e0e17fcf55a4d2213b019ad4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madonna</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3565">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'hard rock', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimi Hendrix</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14ce65949a921e76421a0164c17f9ebe0a8d76e8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3460844</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">776Uo845nYHJpNaStv1Ds4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10612">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33a01ac8973bc48b52202ebb85ef97a75c9b173a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AN8KaXC6UZ18IJzvkUW6i</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">West, Bruce &amp; Laing</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8482</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8427">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f664478ec4c00f8eaaf1795d612f5f9ac3864061</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6029</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">charlotte nc indie</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['charlotte nc indie', 'stomp pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paper Tongues</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TwquBGFuPq6ZtxEqKhDL2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8373">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christian Chevallier</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dBhNF4z8S6omhOQfytaIM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1a2a7c021c95bf73666c63e2c25fa87c6e7f3f3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9045">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54543</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard alternative', 'industrial metal', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24c95f275018b6adda213e616318ce941e6860bd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eeYhqOX2cpsiHY6gVuvPA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earshot</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7533">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b3755d20e56d4ff2ded17921c3f900a576f361a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ia4FaCVsbXvhVwagCJk7l</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Orwells</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie garage rock', 'indie psych-pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80925</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2848">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1257</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14cTO4S2dPhz4XuVEMMX3v</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amy Holland</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6178a551fb05cb940ca1dee7ba4e9f57bfa6f73c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2106">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8268</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Positive K</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NtJpNZgRqBvRCq6OE08ZU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4aa920ab22b02c418f58a4678bbf35b1b52e5e4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7927">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Davidge</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mJoamO2s8QKkuKhTpJpPe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7186</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'epicore', 'scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb1f66ca82cf8cb08f7e2cc57dff820ed45523d5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7333">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Hv1GlNkBy4muBAWYOlfpz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Robertsons</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65fdd6efb31c14ebcb19499d875a8336c8d66f0f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4007</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4803">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Frost</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9a39555aa04e2246f495431dfd9e1c17846da8d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'gangster rap', 'latin hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OxjXk1y4QXXRUJyldFIIG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35242</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7226">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8b922620142c8fda5e3480f9bb34ab0f97b97e6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'gauze pop', 'indie poptimism', 'pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100sLnojEpcadRx4edEBA6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zella Day</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">291604</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1479">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Found Glory</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ghjRm4M2vChDfTUycx0Ce</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easycore', 'emo', 'pop punk', 'pop rock', 'post-grunge', 'skate punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494714</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e9c5a9e9563b8ccd0f9da4a192ab72b90d65321</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easycore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10597">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cecil Holmes Soulful Sounds</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36862b45faa1befceafd042f292b965cb6f2346c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5L2TMGd5g1wDUaesHfB1Xy</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3551">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3658ad553e864be48b8ca42f46c0847d4effecb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2965</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Johnny Taylor</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3amz8sGYUMDNb2wxf4PaTj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul blues</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3415">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab9f63929e7f3410f0a6b04f690cd096354d4e63</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45O9BwPMyywM755SYUK0sP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">334875</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'hard rock', 'metal', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uriah Heep</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11453">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0q2lY1ZzFckzciuoMtUvck</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Canaan Smith</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57302401dd16e434c8f9d206774e9ba197a31b2d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192524</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1477">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19abd12eb4a7fea3c2b57906a1b79e50adaae9f8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3D04N2X2w6vUGeyG94FBaY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243266</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pastor Troy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11339">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7piYJtFSV6vtj2pK5TyHJI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clive Griffin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc77d728d07f1490607501cbe466f98d94a997e2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8204">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sondre Lerche</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bergen indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa1dcf94950619e67788d306177d9b47f3ffbb83</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bergen indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56217</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Q6X1jqwOVQuclYp2P1bub</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10582">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5aa5e5e3b2caae03c5a8ebdd2a60d7d717275e46</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44418</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Fgf6RvuWpiwDXSE7Vammx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Martin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8477">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adde10cb1008347fb61e4633373e644e3bca434d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46aNfN89JrOQTCy97GoCHa</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german pop rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tokio Hotel</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253519</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7117">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27061450fbcebd62cdea92c659bdd95ae0801ad5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240730</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carnage</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CCjtD0hCK005Bvg2WG1a7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10351">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J8323OTGEkoRXqSnqyhfi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7021</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd78eeeb47ae0eb30b0a2fd60423ff9866fcb07c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wing</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/924">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">300011</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Styles P</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88fbbb15d32892b5ba74304448160cbb9cc41b19</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2x8KDZdSONA3872CnhaAlX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3810">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d33885146b34a474268651abdf06bae1f1dab4b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qO2mRQM4zbksO586oM0W7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James &amp; Bobby Purify</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10538</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3692">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HBX2vIWfKJR2s0jfzwroZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crow</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crust punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bdba73e4a5fe198ea25055699eef187a76071a2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crust punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">707</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3503">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/272fe3b5c2204d07e0675ea235295933de73c8b9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NX29TmuYrENlpvz6IgYMJ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19954</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Newton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4676">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cynthia</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nqA4JV7u2zG7prO5RLlAC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20798</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc64e1f4ca8115d0395567e4e510ffef583f70be</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8648">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35bcbdc1f76a281242401c0c020a4b218de741bc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Brady</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wLJTOL6Mz0AOni5EcH4v3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3709</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4116">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5d79ec25efa5c8a5b24fab9d94ba684984098e9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cJgEhhKGk7kiSA6O8Qzyc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gale Garnett</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1001</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10245">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cold Chisel</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VcbchGlIfo3Gylxc3F076</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75834cea956112782d8b6eeda25af254c6cd226d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366286</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5027">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">312</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Partners In Kryme</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RhQ4wZ4x4RC2oY2QeLRad</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c36db50cfe9bfb11b5f095ae5dc1e62cafac34d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6072">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Holidays</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nIsHT2y2BNBFDHu9rtyeP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cb65346f8f8c7c516ce739a554cc5b613a3e8de</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7065">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139922</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'melodic metalcore', 'metalcore', 'progressive metalcore']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d78b92fc19d81df788e3dd5096af278edbf8bd2c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">After The Burial</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uNj4RxFjG0iVPlZS753en</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10313">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['axe', 'bossa nova', 'forro', 'mpb', 'pagode', 'samba']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ph6Bt1mkDlmf32PSvRa8A</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elba Ramalho</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171987</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">axe</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea10d7f0a6148cfe1726e7f97ef72c83ce580dc3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11161">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Courtship</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GhYK4l8CkV1ajA9wSwsjN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10200">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a9cSOmXeX3S8Tosfy9Dwv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fleshtones</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c20d2491b5ba95b61d9bd0b4cf502e1df42bd3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'power pop', 'pub rock', 'punk blues', 'trash rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7983</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3969">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30863</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfb5c7b098230991af7858bc1c61c4feaa1f6b1a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CMVsLgjlp9Tk02TikMAQK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Elgins</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8970">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41f4f7b604ca963d690ea72e2e6e9c798daae019</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CLo6dHLYutnDFkGsjrbps</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prague Film Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/224">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332003</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7df5661e0e360ebbeb065a9b4fde3db73823729</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KIDS SEE GHOSTS</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hPgGN4uhvXAxiXQBIXOmE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2091">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">the Greensboro College All-Stars</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UN04DItM4QvjQtSMeYTjd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7179">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/026319b7ab6d4913b37b3b4b49f755dc90d2410f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Thousand Horses</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55RI2GNCfyXr0f14uIdhwd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60162</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'modern country rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11479">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2269</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VqzHUFIa0bcRuN6HEbJKo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbra Streisand &amp; Barry Gibb</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5620">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b1bae5899ebcc1d84c98fda43e30846ab8d9216</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Morrison and Turn The Page</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7csps3rrXHbv6Xnom2Ntjl</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9466</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9411">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Bungle</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133617</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f108bec8a55b38f5e0143f8e7d533f15742dcdc2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'art rock', 'funk metal', 'funk rock', 'nu metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zq0uqN9Wq12tqrQQt1ozw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7395">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Marr</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bA2YuQk2ID3PWNXUhQrWS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dec8886737303a5255e897176795f192a4476560</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76592</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9221">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54267</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'pop rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9211d3f1f914d6b1e5cef937daba318f2aed165</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lOQRP0UJWmpoDWBa8PB0B</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Head Todd and The Monsters</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4547">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1353</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1eb3274f2d946a1306cbaef50c3b7413b0333c0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Hanson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xadQb6qb6Kz0enpqkfOrV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7001">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'alternative hip hop', 'conscious hip hop', 'hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252098</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aesop Rock</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d190e645f63fb0430299aa85600afeeb432130e0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fSaE6BXtQy0x7R7v9IOmZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6982">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nu-metalcore', 'post-screamo', 'screamo', 'trancecore']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zRstk92RGCVDyslSySNsm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Issues</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dd24cb2c250ac724ce220216df048d7cbe6f993</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261889</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nu-metalcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4699">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FVK</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/521d6c28abbd94dd69be65800198c8b6a48c26b2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9594</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british alternative rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T0jkjcPB2OUmOb3pNr9wU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10314">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geraldo Azevedo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65TbyndeGrDlFd4IkZNfbN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214403</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55de00bdfebe04cf2fba84fd33d71f5a360872eb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'forro', 'mpb', 'samba']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4958">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'hip house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b6c6e79dd4c30cf5306882cb19257821de11f13</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">737Z8bAmJiUqg2I6Ru8fYV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adamski</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6463</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2897">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Balin</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77a9bdf16c737f3f5540c5769dbe3aa86757122e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4654</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LPqJnojL09mceIxcFwXLx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7391">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15170</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Abigail Washburn</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40CfCtMnEXvvCKk8J1DniP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo', 'progressive bluegrass']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29279e30eab758a9979871afbd9f7c79245d84ec</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3079">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gonzales</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ddc664b61074c2163e32ee96c8425049b561a41</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IqR0DUl2DV7Zz4CjjRGsC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8832">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paris Bennett</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HBJ2jOUPNp7DdKKqErhqu</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25bf4e91dea9092cfbbd246ec990050023d9c38f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">628</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1920">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251651</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul For Real</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296LotOmbj7eOX7r9l46fK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3878106136b69c31fc6027715dd8f04ac85b15c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4896">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">F. Knight</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mDRuQWnJzMvD5BmmmqXZ5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10136">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Heyward</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DmyIp3IBWUwRukba22G3n</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6b474840fb04befb6d78157dee3b863b53dd829</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12251</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6584">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'indie r&amp;b', 'pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30DhU7BDmF4PH0JVhu8ZRg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sabrina Claudio</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">607878</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9f7578d727073f8e6c1c045ffc33344abaac9ac</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3253">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howle Albert</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GNO2xlmnh1VmZAxkI8Mdl</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9378">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dimitri Tiomkin</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fe875941f0685e7c5717a0a53c12bc0a42cd8e1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MbdnYlaRAlKxVJMzFcm69</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3832</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1442">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YmywXnB2RxQ9IvUzZqvo9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian country', 'country road']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Lines</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8572</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/703d5078a4dee7469c7f4afda39da4f463ac3aaf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1272">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yCSZNIAKQFU76UWGU1miJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kid Slim</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4270">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie McKee</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24cabfbd5c5a6e866c29f2582ba624d691f1c949</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'electropop', 'indie poptimism', 'post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46219</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dtJROxWQe3fxxF5t7o67N</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8779">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190844</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Primos De Durango</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/584602df6f6c2e066e06b2eebfd972c1da1457b2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Y6XNv1dfyleQBqGJz0BGi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8608">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'pop', 'rock en espanol', 'spanish pop', 'spanish pop rock', 'tropical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Quinta Estacion</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FZj349hdLfD6qzXkJLuAh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1235841</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b83727e5f595d2fb7b028897e9d2b9122a8d933</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/389">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wMr4zKPrrR0UVz08WtUWc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Coffee</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afro house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302873</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db715976679d76f7c79c54c0f97c72c5637ed155</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afro house', 'deep house', 'kwaito house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/361">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Backstreet Boys</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rSXSAkZ67PYJSvpUpkOr7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'europop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2501524</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2212df3b6160f0ab0f1c8d5010e9218aab96fc0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4117">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ICvZfP4VHAPZ5Wdt03772</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dixie Cups</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d30b2684aa30436325b367b54187325307037676</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26443</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2160">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Redhead Kingpin</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b034b30b6eafbc0cab62b3608a2cd70a8458caa</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1488</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eru99lOKhgL99zE3hZOxw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/31">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Selena Gomez</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be6fdf529141e69d5d5c1821d5d038ea1415814b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16476804</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0C8ZW7ezQVs4URX5aX7Kqx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7822">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american modern classical</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6a0e86fd68166c7cd4425bc0eadab5131f4fbd1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american modern classical', 'bebop', 'cool jazz', 'jazz', 'jazz piano']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kUKwTJdH8FuWzF8p6Dg9E</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224677</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Brubeck</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11180">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perfect Gentlemen</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Kx6hOtUkMFFFQhz1zjIij</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebf43b9f5d153846411567fdde0c02ab401c9dc0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10172">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jam</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'dance rock', 'mod revival', 'new wave', 'new wave pop', 'punk', 'rock', 'ska']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368523</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee4cebe3c187f4f18502fd99b69e316c1caa2254</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2P560DaOMNDUACoH8ZhOCR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7841">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Dy94lW3txJhWQHqNXP1BT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'neo soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb915513533b7797188ad1a117b73fcae6923d83</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Mvula</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104904</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9015">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'roots worship', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0K1BPXwAU1CTd8DNZohopA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caedmon's Call</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d06b2a2001699630c5557faa3ef98542ae6149a9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32002</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3033">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">THE SPORTS</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3932</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian alternative rock', 'australian rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d570994479cb9e5b25355b4ba7bf5a3e7d60cde</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78n9nsu9Z5URFwrV32Wokk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1557">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8438</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evan And Jaron</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb554561e0106470b5caf207c6c02e7d3330c6a8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xeZcY93inQY14LWwnxd5G</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7865">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'emo', 'neon pop punk', 'pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uQXG73H5lbcxVXcCHSjZ5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54618</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Transit</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c958a0182b14bd98b79b5b2be5ea79dbbd12181</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4307">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4O2YL4ygn6eTBC0w1hyWUM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">453360</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melanie Fiona</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2e2f4ff2f7f2022fe2b73eaee86e448f62696b9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10109">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09a32610c91efe2348e6148a5a75cb1227e5fa28</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7o6vWbO3NC2rKFolaMI2li</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Sunday in the Park with George</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/284">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118746</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/107046b43a47fc54a394ebe2e081ffb2d899cefb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">francoton</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RSyJzf7ef6Iu2rnLdabNq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willy William</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['francoton']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7910">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Knight Moods</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kInMkNCgeSeMlOqqqxyvG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62c7bf610665c4b9c90d0e4efcda2e1841c69fc8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8024">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4b02cd399063e9f06811a9da62644b50c1f9e83</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1057566</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vintage Culture</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28uJnu5EsrGml2tBd7y8ts</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9367">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat McGee Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5537</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c23f81b5588b6301376dbfc1b61db20eb83844f9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ouMbfyxtInW5wLqpF2nMo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2276">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2901</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e06ac4a0031a4a3eba2af3e1dd935b9b68096c8e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07jJQhIBd8ZqVUdgiwPqdQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alias</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7445">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Killjoy Club</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17iwMqzKuKxbfLO4VLLc8Z</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horrorcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/345fb2ccd61dfc082126e6edf9ea0c10c959acaf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12800</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horrorcore']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3885">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Precisions</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04wcvutO63WXxkQtmuQKkh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7646">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Rodgers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27552</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3f03e6e1a68862e0db358a987e3d3baa04b2d84</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gaWNB3YrlTc0KRlHNqhol</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2355">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db74da1373e8962671878aa692ce010e7dd4816a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starship</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394511</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kObWap02DEg9EAJ3PBxzf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1898">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ae9c82726ca12f46bf8fd0b9df70922e21215e0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171856</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0auu2itHTxEdAMRHvx7CyG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Das EFX</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2018">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morrissey</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iTsJGG39nMg9YiolUgLMQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance rock', 'madchester', 'new wave', 'permanent wave', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdbc12a6b10dbab32ed73d4979183e95f46ebeb2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">605941</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5510">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6f24f4b878df4e77697ba4f6c4250028a6df9e4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aRdnBeUqTNY9zdBzOrkvJ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Darren</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3207</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1724">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae8a8e96d1fc7d2493682084869207c0f3506e56</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lox</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0A7g2YbCA9FlyZvAG6VmKP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209903</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/228">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yasiin Bey</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6r2niOTnexy9xss5g8GWXH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10169</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5587">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4070</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55cbcd76dab88e41d2586583ca50628db193e689</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QNkSI0c63lCTNXpHDBiqP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ace</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1090">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/897e8215aabe5527e4a3cddc3738a9ab55e5dc5c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pr7J7wzgObkE3DD3Izi7q</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Buck</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">505837</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4275">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2eb43281a83d11fe7882f50b44d42b3ac225c554</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1536</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Universe</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7a2AgzWfEyFkgSAXjLe4T3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6323">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Morello</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10adf9c861d4cdfc4145c4c26eed879e7df49cef</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56574</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74NBPbyyftqJ4SpDZ4c1Ed</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10598">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3adf1548ea674875a0271dae6c58c85fab466f5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merl Saunders &amp; Friends</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1029</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26POJcl5jnzRLyjqaHh4sX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9198">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">496MMYbWwr5nUg0s2cgCWH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9021904a82329ee5267815c81535e8a97cda002</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Thoroughly Modern Millie</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">666</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9689">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xyaria4AcxjRuJZLkWvMW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ab99ae87852e120135e130e26a30c6aa7f38353</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guru</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98219</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3464">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4283</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nolan Porter</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9110d071ca45ff756cd395542a088777a0a04ad6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7H2X4y4sB4EnP593GbQi66</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1260">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">875</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dPfyS06CSJS0SVVhcu6Bb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/428bb920176fb44d4b35d7fa69fca7713700c84e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Jones</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2714">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">364</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76ZXjxY5W628Sz7vTgkxTZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orion The Hunter</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3751">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bR4jAqu6RkhruxWQ6q9EK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">381</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orpheus</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6eb4435cb1282ca09733c69755f7265cb194cbb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1891">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin pop', 'mexican pop', 'tejano']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">921586</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/379455ae9958c296ff33a53ce166925958ff6f91</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IE6z7DcZIT4Ml3Fh5Ivch</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Selena</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9010">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jTlKw98Ql1jGRPYqhqHap</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skindred</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212414</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'reggae fusion', 'welsh metal', 'welsh rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/645c988d3043a23eb490eeddc44e19bbc762240e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10950">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NQEgW1uChmephkuL0y8uD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midsommer Flight</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/254525ce90dc33b080d019a05263990ca32a501b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4390">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitchel Musso</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/564c05b718825f646453e7c3f62a9a055fa864ed</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186724</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IcF2f5vEkY6HPQfLlQDlw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9930">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3438</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27xGA3Cv8vhbzRPWPH7xHP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'southern rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dickey Betts Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed9d019133a766209ce2b91f50d19018fa0371c3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4558">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IkHcHKErbWa0TA14yHkbl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'electronic']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59ef876b5eaa8849b13aa9c2d76d632901466c79</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Vegas</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27542</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9874">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54b96d11cffd531ae2b124c802260fb06c42d8c4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie anthem-folk', 'indie folk', 'indie poptimism', 'uk pop', 'vapor soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26GHRG8x1F4AzbCKzUaIbw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190966</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie anthem-folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aquilo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10005">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e535d95e2ff932a7ad80ad77bcef97d4abb7738a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KhW8KRweN0vEBltNHEflF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cowode</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11367">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1960's Karaoke Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/680bb9330fb6bcc3cad65a96e5311352c02f1e61</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zeItsJVWG76OKYxRBFLgL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7762">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Digital Age</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'christian uplift']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28930</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccbe20fea2c6b83aeb40e4c4d77b099625ac7f63</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10e64Uf9i4sWOj7jYaOsSN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2532">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2425</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Wagner</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57EljyVzzkhN9Dornk7gZx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66c373b5c585db732b67690a1569eb00ede8bfd5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11087">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blues Saraceno / Chris Catena</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Q5CKiHxm25rca1M99tkpH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3249">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tttI1iC4FsS6BM5l38oe5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32768</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e16913d13391ccc1827f16c6c63d87d697aee139</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marmalade</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9081">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10210</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">korean pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10ac50a679faf0c75fbfeaf65b5e3d26e4068c8f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['korean pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SALTNPAPER</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PUaWe4blFXeqtc3RCNdjv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10633">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Ackles</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd6903bdeee45f3946cb5671cdb388b5243c7975</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vu07LGbyd8yx2Aoz2cUss</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1226</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5766">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">636</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bells</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66akX7UszLtTZqTTdcFvBL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a39092cf4557b85db2afa00a56947333b5120ef9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9534">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">662073</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/266fdaaccc5e86354a619e969722e68d45083a77</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ponto De Equilíbrio</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop', 'brazilian reggae']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6crUnfFtxFx7u9OGE1AHZo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7824">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52397</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'dreamo', 'folk-pop', 'indie pop', 'piano rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b2dcf80fe39e3e2f9febdef9443f3091608bb4f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IL35FbYiOta150uSYBCEg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eisley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/226">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'jump blues', 'lounge', 'soul', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52lBOxCxbJg0ttXEW9CQpW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85e8343b215c98ad063417ac2f6b63919557721a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91636</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louis Prima</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8924">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">826</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fde57930b9d58cb792c8925bb029afd5e1a9f50</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gjPlahlSwc2Mxgty0a2Mo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockie Lynne</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6191">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hullaballoos</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tTp5fAvfkbY3pfIev4M3I</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7c89f9edf3f38ac98d52dea7fc8fc2f720577e9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1309">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21a8b23a23a41f3736b2dd6a5df2d7dc8341ea05</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7urq0VfqxEYEEiZUkebXT4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">572528</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'boy band', 'dance pop', 'gangster rap', 'hip hop', 'hip pop', 'new jack swing', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6265">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4385782c78a1821391a396b542986a4a658acdf7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooks O'Dell</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nbhncEOWMWSq1LErArwmP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1063">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10399</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27e696b82dca24bbf7690f46fa19ec65b5fc2dbe</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3A5urS1Gh3qwxSvQgCx9ow</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lost Trailers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9110">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a92632c6069a415fb295305a97e5958a3bbb4633</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Skaggs</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48750</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'country', 'country gospel', 'country rock', 'nashville sound', 'old-time', 'progressive bluegrass', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uNC9XuH437fKCCMuzvSks</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1640">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8939bdb1ee060a7bcb554a4c42098887688c3ad</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OpqcUtj10HHvGG6h9VYC5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483385</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Jones</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3073">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'post-disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bf2d712610995f089cbaf817915eb1ff6bbc244</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delegation</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zKp43H1kLHOTkJAeyTIkf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27892</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2844">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16499</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Schneider</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dk1fnALF9pkgCllupjX2M</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8ff0b6e0825fa31e9ffb8e8f473240f78200a91</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5455">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toby Beau</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e2a6192b4b5a77dac3829ed68de0de673bf1399</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37Gpwr7xXyEPC2YRDArWnu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4346">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz - Tributes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yLe3fKowM0OwQMsVGBDPD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f61fa65b2b8bed2ca81ae6b86092e0d218355f0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5899">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Look Park</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5646cd7462ed8f8e539bc21b86deadda5a4b0ade</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">846</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CFakWjGrOPX63O2XDm2ZT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9408">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac04be6005b1b08f0d9c4a92cc2b2de7914b7530</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EC1rdHOUgMrWXfzHIWSYl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Askew</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3884">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Buckinghams</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zmxet3ZPdSmL3Xyv1Wegb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48ec2494ff41300147a1969a596bf49c3d805d11</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32988</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10241">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'post-disco', 'post-disco soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unlimited Touch</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da0ae7739e204b4b9e7a8b6b7221b0cf6eb19b09</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12003</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VaFWblR1Rv24L8kAfhtxm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9403">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.G.C.</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31888</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73h5znw4QchoWo2FJXBvp5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9019c9b4e7983129b69eb2ff0d1bec38b52563de</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6928">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crown The Empire</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349639</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b10d9f028c78fbe7cece5d5cd53d68aae939c8ff</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vKiJjsgjgqIECUyYeIVvO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'post-post-hardcore', 'post-screamo', 'screamo', 'trancecore']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9076">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42612</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4057e8a2f79b41214f613260110fbcd4399dd67b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Von Bondies</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'garage rock', 'punk blues']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QPNEMldc8k1g5hT54PCWg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2645">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51811</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Power Station</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EemADz12kjlGwkpY4EINv</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a56b9a8e2b869d2d454a39a0824532aa56790711</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7326">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ec592a49aa51347c486621fb2382a91db58308b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136129</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1R84VlXnFFULOsWWV8IrCQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Panda Bear</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'chillwave', 'collage pop', 'dream pop', 'experimental pop', 'folk-pop', 'freak folk', 'garage psych', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'noise rock', 'nu gaze']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5696">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZXMlDqRxoSPRule503TB3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c2cab22a9a1607c7ef126dbaba589c8beed1e2b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey Kelly</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11022">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EogrfOq2qlvRnJDaQ5BF0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Yellow Balloon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a3944bc07389167e6a2800d641e3775a9f16d0a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5327">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94d4c0ce5abe94435c81d47be38cc2280b7afcac</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ut1VNKTLERpjYf2uljNWn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Seymour</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1738</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4981">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c542cfbbaf64aa7ba4db3c66bb2af689a3d2cad</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CPOqMWRI31Z2oLHvILOtR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1895</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oaktown's 3.5.7</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/583">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c30d05a567fa50ac180b920fc6fd6e06b9eac877</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18312</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oCIYpmkFw8KGWwMNPKgXh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Lawrence</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5302">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tierra</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tfiUsmHWz3xi3BSBpyz6A</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9982</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5f38a98f2fb465610edcbe1d90c3910d149afac</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8488">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a62b712c6991b3d6c0f557eeeb8ef83269ddd51</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eaKsv68njcrz5OjeQor5L</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast reggae</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41420</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">State Radio</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast reggae', 'reggae rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8953">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'tropical']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61819</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uEyybDR7K1r88t6iT1oBw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Andy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/848155c074493a627bf9fe362b8b88e4d73eee12</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/234">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ONHkAv9pCAFxb0zJwDNTy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9af694963c6fea22c1f1ec23771b9c39fd13c281</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pusha T</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1388797</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1061">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/165ae96a3db4307de64173fa4e7b84a247784ca5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Three 6 Mafia</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">568764</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26s8LSolLfCIY88ysQbIuT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'memphis hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/586">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4226d2bbee2c44866eb0db3c88da0f26d7d12d5d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7241854</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'british invasion', 'classic rock', 'protopunk', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22bE4uQ6baNwSHPVcDxLCe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rolling Stones</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4238">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">429</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ercxNSpB9vFngGphxkjJF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ed0e5b6c828efc9caedc1cdb36c57d79038881d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Hits Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7589">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cae7a867480592f8da33f7eaad4de9fe7915bbd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avantgarde metal', 'black metal', 'doom metal', 'funeral doom', 'pagan black metal', 'swiss metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24205</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37fG1EQuwb6zBHyFYUGfj8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Triptykon</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avantgarde metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3282">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bShb58TO0fM5jOjXhB1WT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32847</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b93b309729a40f1515f2cda0fb2ea6876d0adbaa</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van McCoy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1886">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5E0lNHVTNdbK9pcUmQm1S1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f54c957334133896a94c2dc40246ad263c6572f2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Planet Soul</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1722</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9392">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TqmaFJYM8SvuhrunxpmT3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a6c3c32d17ae0c9c7f900d7d897fdb14c811b36</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147946</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spice 1</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'hyphy', 'rap', 'west coast rap', 'west coast trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2027">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mLXvSt7Xxy2r9uBba1O6Z</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25528</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5273bf8ef22f21cfbfb80f2f46d1a3fb9df28c47</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock steady']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock steady</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dawn Penn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2726">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15Kzh2fTgAW2AGXcGD32Kp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ffd4120e8795302a48dcd912853978ee5a9ab72</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'quiet storm']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Edwards</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5358</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9902">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crack The Sky</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oVy65ms3RMMhwnAPUEisV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/116bdf854321825e7d346066581a8d78be9dc2db</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3292</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/565">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19186</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chedda Da Connect</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KF35OGFXQttk0yWReabtG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a66a2a8b65382174089c350cdb3a5eed814ff2aa</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9487">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vdt8TD56jjQfmxFCmhubX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10693</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OMC</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/279952935dfbf8cdb84a82dc8a3a05e36cd71056</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nz pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nz pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11086">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The People's Choice - Paul Simpson Mix</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yv8Gt63XlU8gNyEaxdGxM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7265">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77795</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Q82S0VzF8qlCb4PnSDurj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a832eaa4d4ff006a419610c2c5d37140efa00225</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'brill building pop', 'sunshine pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Wilson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3852">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1865</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b52ad45874ec07262a48b7f2eeb8df2b9aca94f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Scaffold</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VaniQ30BeId1MM6RzmHNc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'merseybeat']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9451">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f209a072e7265a5ea917ae1067ca622e5d12217</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bounce</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181652</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tBnRI3ubWYclKSbGvGtKd</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bounce', 'deep southern trap', 'dirty south rap', 'gangster rap', 'new orleans rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soulja Slim</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2363">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VDmBevaLkMLnK0rLOjijw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6420</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1710391b6f3cdb8e7489d99049b814e25d5a8b1a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teddy Riley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3813">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SrtY5x33d2gF27chigCGg</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'glam rock', 'pub rock', 'punk', 'punk blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Thunders &amp; The Heartbreakers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26694</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8735fbdb27da7b398d35b31f2b3ae0d946739a0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4805">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">004SoDJzvraRmrdBFxLjUj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max-A-Million</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10603">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'electric blues', 'southern rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duane Allman</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3keUIwmPM4awpPxiy9ZQ1m</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72806</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c955cc7be041765d3600414d573faad092ee9f53</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7777">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RxUeUyMaEe2T5tvULq5j0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snoop Lion</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b6e02cad1325f5a1205fbef5caae154551661d6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286297</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6222">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Umberto Marcato</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69f4977968ae29b8caeb4faace98b8a431ab844c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16w2xXCDzi0HfnmsJX0j2Q</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1271</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3162">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sanford Townsend Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1309</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42637e4364bd1b163057d903ee60a8244dad2700</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PblGVYNdrem5ODxxMNhr0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11219">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fdkSq3ixAlBVfhGBw2ArZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Watabayashi</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6286">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df0ce0e119e1d5006ea986e27414256d85c08c50</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3A5tHz1SfngyOZM2gItYKu</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earl Sweatshirt</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">992483</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'escape room', 'hip hop', 'pop rap', 'rap', 'underground hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10788">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5033</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09fc61d1f9a0c5fadece570e48022f02a6d11b79</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Litter</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wvtyGNtNtLlkHONVzOocm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2227">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36d00cd83099a598cf31070765158235efd745ca</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1568517</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice Cooper</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EhbVgyfGd7HkpsagwL9GS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'comic', 'glam metal', 'glam rock', 'hard rock', 'metal', 'protopunk', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1835">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Republica</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'new wave pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23306</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/341f0b20d86429f6176466a3b22c6ae69c250211</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06YQ6XwCdPUn8rAXV70gge</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4254">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lullaby']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockabye Baby!</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bHjVR4F2Tfq4Ha6x7K6wU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lullaby</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1785a49a97dbc00c2f1d03487741c85b4071840d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145285</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1850">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08ct2eZF5lUPdJpHwNKWof</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a28eacd627e9ec416531d7eb3a7e72374181ce43</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">468652</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'neo mellow', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hootie &amp; The Blowfish</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3171">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e14c6605e78f541848ef36573174743a70e43bb</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Addrisi Brothers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vrpLwbYAx59ca8wYZrYY9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/633">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['antiviral pop', 'comedy rock', 'comic']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">antiviral pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Weird Al Yankovic</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0813085ef7141d31b47442be05647b7950fba2e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">415254</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bDWGdIC2hardyt55nlQgG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6177">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11218</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c175639904ddc80fb84d47b3da0a521dd86222a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JyxVsEiD9HVRM7CtFaLCK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timi Yuro</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3882">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wjtaX4WDioaiOxUOaCSzf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Funk Brothers with Jerryo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d42ee76abdda9e32e8700e4cd24b8f2507717597</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10238">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8251faf86b4a9117f9606c81f0f619979476d4ec</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Joe Brown Band</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5c9Lu48iXX3haxb1fJS2Ox</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2983">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'louisiana blues', 'mellow gold', 'modern blues', 'roots rock', 'singer-songwriter', 'swamp blues', 'swamp pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QvgWa4x3Ij4tvBpFMo11P</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf72adf45fac998d90c1fa458bb66c14566f69bf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Joe White</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50362</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7050">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AURORA</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">norwegian pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e2fb06c656b3f4f5701e4302e3c11a2bdba75c7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WgXqy2Dd70QQOU7Ay074N</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">743784</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['norwegian pop', 'pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10747">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Djabazz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tvtfMrCoq6rCkYhnEyaLR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b55eb7108003ff1e5543f27a0dc2d892cd0209b2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10531">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jK54ZlZhTF1TxygsVeR05</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hawkwind</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'experimental', 'hard rock', 'progressive rock', 'protopunk', 'psychedelic rock', 'rock', 'space rock', 'symphonic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64183</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b81f5173f7fbfe63e441fe3b8a8b47f5285aa60</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7483">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rx Bandits</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44502</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a387c0f955117ac3d8dab1a91ed235a32acb3057</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'modern ska punk', 'ska', 'ska punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47bGK00zHXcGlUWfrE0dvi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2785">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Engelbert Humperdinck</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183870</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6e080284357b0b44a76f271f9d187ace3ce9d8a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17XXKfRBMCWvLrqGoNkJXm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1757">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Born Jamericans</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b80a1589315e678e751dc63fe30a37597286fcc9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lj2zDdfzBz8pCzfRx9WYu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14371</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/125">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22390304</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06HL4z0CvFAxyc27GXpf02</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taylor Swift</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62b33d12e2b9a033cf77585f6e3d4b2c6b3a63a1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4526">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">belgian dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d6123ce965c699488c25a989201ce33cd820d85</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lasgo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['belgian dance', 'belgian pop', 'eurodance', 'europop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56657</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25Kw8f1zcn9VtUk5Nl3qrp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8157">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'garage rock', 'indie rock', 'indietronica', 'modern rock', 'new rave']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rapture</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d5f9ab947edf8f3f7957086668af63b7c239532</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175438</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166Dz1GX3xonSQ3Z6CQW26</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5725">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">623</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pNQAy0WBOswRdQ46zluZj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/130ba742cd58f87ea419938415ed429287719683</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nite-Liters</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3228">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66QeIFuFJDNCImNHlFzrY1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ee873473e75d67878885222ccbd01e97f931e48</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5842</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starland Vocal Band</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6780">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85307</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CES Cru</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jNpkZ55HFuYxJo6q1qawG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9a7561de19225dca1fe1225016fb3f4ac2e89a1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9481">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gxG8dxYpWw4KpYkH3TFgq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Tallarico</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2187</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62c414db60ee12533b27aee6dd5a89a849bc664d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8407">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151179</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35f11751c5379e0b1ac0b8680ef4de0bf6921b5c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tonic</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qXwLwTLdA44HYsA26vaNU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9318">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/552e530e4c2554413a2d6ed3778cb9c0ffbf282d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146361</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M.O.P.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BH45DVSTeGBvcYXNCd67g</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6342">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">$uicideBoy$</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d1e0c2edbb23b01d494b21a0ace0a56dfdae968</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark trap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark trap', 'new orleans rap', 'underground hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VPmR4DJC1PlOtd0IADAO0</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1564242</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9968">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">danny and the cool guys</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1e751bef150525c82e60e499679bcda9f08ed19</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">306TMtJxEUj5yxqtc6ry0o</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4204">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tay-K</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdf18c4caa73c8fe11684aeba8c14ea8291f3ea5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'dfw rap', 'rap', 'trap music', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ODbg2404zUzTi02qIPEjB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1520941</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7797">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Nile</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb5ae1b896a3e1fec0c0af56aae7d5b9c09e1705</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6769</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42chtGdwnAdG2TECndse7J</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'power pop', 'pub rock', 'roots rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5778">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geoff Love &amp; His Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4W9CuqPOk3XWnLpwT0mOTI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'theme']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2194</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db312fccca7a2feeb84c6729c8d624d51afdf935</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9873">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/189f7d75d07f7f2a6ac6527303eb61ed4d3dc462</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20210</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Monroe</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ul6r5lUSOraWUidNnsILZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10742">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic blues-rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vxrwBSrp97OheUFo7yVsl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Third Power</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46518c98266b26132ac396b4f2d04bc02816709c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic blues-rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8691">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'scottish singer-songwriter']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ebd5c1b72eddf4eccac3743358421a930885433</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amy Macdonald</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279987</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hJuGCUpefX24GFmss9bjH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/704">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo soul', 'pop', 'r&amp;b', 'uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8c5636622eeefc90df71b4717f21aac14bf7e61</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emeli Sandé</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1683546</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sfgqEdoeBTjd8lQsPT3Cy</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6978">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30585</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FcNSKwWZJb98ry9M2qEII</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indonesian jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indonesian jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Alexander</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c780b77d7dca1d8e3a53432470675bdcaa06cfc2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3067">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436162</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'experimental', 'experimental rock', 'hard rock', 'instrumental rock', 'jazz fusion', 'progressive rock', 'protopunk', 'psychedelic rock', 'rock', 'symphonic rock', 'zolo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Zappa</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1c04d8144371d6a6ac39c7f15a1c2a9f67a0c50</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ra4GIOgCZQZMOaUECftGN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9034">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bond</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65339</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd75df8cd0ed5e2a577b71292dd531a688884e38</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3G4zK7ipHdaAZkG6EBwIoW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7562">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a8d3fc8ea88fd39a88dad6299f032d743929733</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indietronica']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indietronica</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ikKyCOrsMeANi0d5u8BCR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tobacco</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49505</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1714">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KsASRNugxU85T0u6zSg32</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f935d04766987d00872ab725bd06359e6b2d2b0a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'ectofolk', 'folk', 'folk-pop', 'lilith', 'melancholia', 'new wave pop', 'permanent wave', 'piano rock', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391592</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tori Amos</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4915">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jersey rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Apache</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1213</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wkLCYoVQM3WuwsUUaipRj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4782d4c3bbbbbd915b642fa3a3377de466f868e4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jersey rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1503">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cf78b831ef3a4c193148c73cafaf847010467ab</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zDBeei6hHRiZdAJ6zoTCo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tweet</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'indie r&amp;b', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">291895</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7610">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9182</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79dff652e52aa9115576b8c2cf05b283ed51d4eb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7w8CMolVYhbJGxGJ0xH3Ov</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Inside Llewyn Davis</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11088">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">570</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06ad8d70f2827f971633d93bada628f3d2ba47ca</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Del Mar</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3W9geOv9EsI71zPr8b78BW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6551">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1638503</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21dooacK2WGBB5amYvKyfM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smokepurpp</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74bd6cfd1306c4fd249359d8545f77c9f87ca07d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami hip hop', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8341">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TROOPS</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11YRCHvPNTcAMCdRY2zO0o</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b754664df92e3d6682e2c8e45aca1774fd50d23</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7374">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76S65NHJHrNy4JTrXHP2BH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Exodus</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">304423</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'death metal', 'groove metal', 'hard rock', 'metal', 'old school thrash', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/debdc7de26fecf37fe63e61f0264d06a8f827298</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5431">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d7055dbe341ec16aeda3bc956de97114eb7d7b2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luxury Liner</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7m70nl7YMR5wBxsTliYtj8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4332">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74019083d0f290d41465ff8e0efa2fd38e5f88d6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qAcXJgt1PWnxwUgxMdyuk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">505632</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'pop punk', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sick Puppies</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3340">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk rock', 'hard rock', 'mellow gold', 'psychedelic rock', 'rock', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416393</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5245cfbe18d033bce1c5ff2907299c61dfae6e5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grand Funk Railroad</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qEcf3SFlpRcb3lK3f2GZI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/185">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ciara</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NdeV5rLm47xAvogXrYhJX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50b2efea0870ebe54f7d8c34bf2673be4f8a4ca6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3933648</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'pop', 'pop rap', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9597">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23005</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber psych', 'scottish new wave']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber psych</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edwyn Collins</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0037c7ad6e3a268241d2ec63ec51752b4a95833</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Qlt3zQ63Z99mNhuun0JAT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/29">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/490e6f87a88682ba890bfaedee0dd0f512fe5c1e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1i8SpTcr7yvPOmcqrbnVXY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ozuna</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton', 'trap latino']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18535227</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/717">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6cc6b6df9cfef069b80926192c273e16b6d1bfd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5275544</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gd8FJtBJtkRxdfbTu19U2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mumford &amp; Sons</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'modern rock', 'stomp and holler', 'uk americana']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6794">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kD8IT1CzF7js2XKM9lLLa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">STARSET</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82244578992532c0268f326dce27f763ea27332e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'future rock', 'post-grunge']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422688</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2558">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toto</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1144681</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'rock', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a47fe4b4087afd805a6e40730023b5d182423990</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PFtn5NtBbbUNbU9EAmIWF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1410">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XnnxQzxFZG8qEPjakokPM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13998fd88695a34cec8350675cb3ceffa4573ae3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">393388</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Obie Trice</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10193">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47afea63b4d66dd889a47a1bb111f7b5e94bac51</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Post &amp; Larry Carlton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3D3ZXceMKK78mcGcsroslL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11113">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Levy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jtt3McpcnoSu8wX8HXJXY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de65c338720433894c4493635bcac7f84bd8da09</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8900">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian punk', 'christian rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9654</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ddee75ae5365cadf1aecd40f963eb9123dbffd8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kMjXBfqp2w86Lzexf1AAO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Showbread</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8780">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">099eURq8FFn0sYeNcINrOR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diplomats Presents Hell Rell</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6606</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8b34f838035d57dec721cfea2ccdf3fdd08fab8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2692">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123669</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/018c05526898d96dc23b5f86195f63060d0d5825</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Krokus</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YveAIZNQZBiWbt7iWsvCa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock', 'swiss rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4471">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90c9b85742f71c9d62b62866022b27476c9636cf</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9418</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Q1FIPavG8WZF33kqIP3sy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bo Bice</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6328">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49tQo2QULno7gxHutgccqF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la pop', 'pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LANY</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e41b32fde011d59779b14c6ed009df579f69b0b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1819036</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3476">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/492cf7afbe3a7be6d6d2bda5c71a52e3cc1c9d3d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450806</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'hard rock', 'jazz fusion', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emerson, Lake &amp; Palmer</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nCiidE5GgDrc5kWN3NZgZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5329">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18fEYZ0SWo4nfm4obO6yTM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melissa Manchester &amp; Peabo Bryson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9580">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wTAi7QkpP6kp8a54lmTOq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5c6af18beb1411ab49c2976647e0d370bf66a88</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johannes Brahms</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">463179</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'late romantic era']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4027">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bobby Fuller Four</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e490dc343a7d7d57b58e4002dfbaf2697f62b721</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XoM6cP8fQykllfuK5V5TR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9734</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10599">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canterbury scene', 'swedish prog']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a01d6effc2032e804cd82f4f0b89c0f70c7cc540</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6673</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bo Hansson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Zi0XljYMecih2LyEEWFla</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canterbury scene</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10585">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1X0a8cQLZEZCVM0K4bLK9o</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e586efc1178461dc1d0c75521f3b47d624a92dc2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Earl Scruggs Revue</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">476</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6077">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Strangeloves</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NMkJqM1SsQP3gk81cqk6K</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e654d3352b5acfa2dfddb722ba36d13bb0b81c64</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2748</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3024">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mistress</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2ac52271c3e316b44c3f67c9c95673993f71791</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56Yd9O4GQ8JMVCBTmWm6mx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7642">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ogwGU9VPWrnVBs1GEwZVV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Temples</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'neo-psychedelic']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcc1f574489565d57edaa79026241fea5f9bc460</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164315</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3458">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timmy Thomas</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2daa2eeefe05d5bdc56d5049f200ddba00cdab8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8187</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JLwBH0X2G8tgHceqvOu5B</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6514">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ffd8debc574e5514b0833b757492fc0509546a6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">847769</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">First Aid Kit</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'stomp and holler', 'swedish americana']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21egYD1eInY6bGFcniCRT1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4400">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e14a4e8ba1af44465a24c4e074644c2695293289</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76PJKS3IQsf4sSayx2taE0</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11549</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hit Crew</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4781">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'trance']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86602</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Miles</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/270333abeb769990ca788d54758ba7eff4488775</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YVF0Ou5zIc4mpgtLIlGN0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2437">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iAAXHZCgL2E1zqj204GEh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jacci McGhee</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12b2d62e4ab74cfc22eba6c8610d17c89525f4d2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8424">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Victory Cathedral Choir</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dgL9OUsElLTvnrUoArT4O</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['praise']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">praise</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2e88ac8013478a30137ce2dc4d990e1597f8bd1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">456</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/812">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4352628</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dJeKm76NjfXBNTpHmOhfO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Selena Gomez &amp; The Scene</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/469b6a74f5ddca9560e9f5137842e3772c8576c0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4784">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56314</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9994a142ec3a24ff3f0abb06d55a5b9f97708b3f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NMPFAWwsqqy5m8kEQvDl6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crucial Conflict</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'gangster rap', 'southern hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6720">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cd3697ece5e1578ffb51483128e65393091b129</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'jamgrass', 'progressive bluegrass']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The String Cheese Incident</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7N3JfLDzzjXdPbsyco7X0l</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125845</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5500">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7762</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BSGptj55ZjV9ss2D17Hj6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'pub rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19c3252a46b461b455b84865f1b84ad924432be5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Miller</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2035">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gb4ee88neWEFBPUWyjbOK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wycked</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7935">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rExe3A3FzAmYDlQuvW2Wx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80f76bed9a4394de57d7d4bbc3c714525ef7ed24</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vinnie Paz</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159544</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hardcore hip hop', 'philly rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11493">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melancholia']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SklVMGMsWTq7cJd9MixUx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Markéta Irglová</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3190bd57ba0a8a864b40cb85377dc51c1465772e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melancholia</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29440</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8322">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad City</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31bc02ffb7607c4306f5af4af0e6a0068aff9d64</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1173</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AF5MVitfLHRDqtbmlc1iF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10917">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21071</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c350d5e7088c61ed4bfd746591f359a96d749f0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XOVABzceOUTbR3iEz0ImO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'cool jazz', 'exotica', 'jazz funk', 'jazz vibraphone', 'latin jazz', 'lounge', 'mambo', 'soul jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cal Tjader</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6940">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228611</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'latin metal', 'miami metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d87dc919456a9b5af8cf53a3adfdc8a180afa8f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nonpoint</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BdSOHfQ6kMg0tbAFlXR1z</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8406">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IMAo2UQchVFyPH24PAjUs</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b60f58c69b9d18ad55b4cb8f56b49cced4a1edd5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1788451</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jowell &amp; Randy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'perreo', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3236">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14320</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5c66d7a82607102ce7428bedc6cd302e88cd423</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KQOgtRIeQVHdYFcNHKavs</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dorothy Moore</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3343">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LDg2QI46a3N6HMb8tV4Oi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Srrano</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5424">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QFXffZJqcIxpqSxF78hiQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Euclid Beach Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5378127fd511dee7bbbfbc1d4b1a97b53937ad1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7392">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">547</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Kp3JIAbuZ5sPDgjwgkl0f</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e4ef4391decc0f8780ef0e9515b4245987ced5c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bela Fleck, Abigail Washburn</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9149">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian relaxative', 'roots worship', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Rice</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55860</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ee9ecc864d237c0751542135ee863a170d415be</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vD3f3r69jBB1bL6VWnGM2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6392">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'chicago pop punk', 'emo', 'pixie', 'pop punk', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b51eed0c87c0b90d20bfd17efe9ed70bb0b7d47</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194950</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dEtLwgmSI0hmfwTSjy8cw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Real Friends</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/647">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RKP52f5PNDCRZ9Luq2Sr7</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/925c1b8eb2a5698832fa71d3e44bcbf2d6b5544c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339667</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerrod Niemann</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7655">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'neon pop punk', 'pop emo', 'pop punk', 'screamo', 'uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebb04847684b5cd1b0ce60ca686cc45a6ae96006</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kNQXvepPjaPgUfeDAF2h6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">You Me At Six</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">557704</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6223">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic italian pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97e17dbc2269d6e076f29a11e2b9896cf5e1d3f2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xc8CD41vwsoBNkGXL3pS7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic italian pop', 'italian pop', 'ye ye']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rita Pavone</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38837</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10888">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35f4f5243fd7efcb466c617e4bbf3bb4688c585d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Te1NusV6mkAMJ1VAkzJiX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1714</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Smith</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9817">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec4bca31554d7a9f254147dc62d3a79459340e9a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Stalling</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">779</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08DSLJzStQLYvOi5kBSHlu</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5947">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'classic rock', 'folk rock', 'psychedelic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70tMW5bZT3TJUa1CWtfVkq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Burdon &amp; the Animals</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120340</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5eb2b75c742e65daa71ad58828fc403b1e2eb01</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7277">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pb4rqWSoGUgxm63xmJ8xc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/426e0d784cfc0dfe8f3275e32850223232835c14</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madeon</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">466408</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['complextro', 'edm', 'electro house', 'electropop', 'filter house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">complextro</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5999">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3c27ca5cd95c1cf599550f03bbbddbe3c2f4050</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">396</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26fpZeMJX2vN9xuGq70yve</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Johnny Mann Singers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2693">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c87a93d296d821aa3fc384c8a4d90823925055b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30156</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HvcqyRLS9nF8hAbTWOqpr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Hartman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6772">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8566896482ed0a0e3c0bd4503ca3ae0c1950f019</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hippo Campus</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281989</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1btWGBz4Uu1HozTwb2Lm8A</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indie rock', 'minneapolis indie', 'modern rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10732">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Naiz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5578</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a2a9d24e9143e7cdbe686ae16f2cfd2898a45b1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HowwkjwzMIqY7NH3t7oaT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9795">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Perry</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35994</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wg6B0I3YwsARsBONWWAXL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40746e7aeeae47939e598e055f749170d767796f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'quiet storm', 'smooth jazz', 'smooth soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1533">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf81fceb4fcc48c7319f75f290df9a6ace896c7c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Icvbp9RDt5aY2TWDOVDsr</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223502</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afroman</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5404">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['power pop', 'pub rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">power pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bram Tchaikovsky</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0typb8qieEFeIgmQ4K03qZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bbd34d7549c396d44fe07877253351b9a458be7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4260">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f200d6c2ea3bdb3e3e6b2b230fb593d4bb8582f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZjbEr6o2yroEZjeBqw31o</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Were Us</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1075">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flyleaf</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IliztYDlfMvzQzbx50o60</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9de1c2a993488a885096594902ad16b4d2f81ba</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian alternative rock', 'nu metal', 'pop emo', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">640672</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8502">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WKj0LfG2ZQXTszvdQ5yPK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17449</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d266126f19208379330447ea6c4f6d7bdfcd9b48</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Izibor</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1986">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CeCe Peniston</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/778ec3c5b300323b6d35d3976a839f36d9b07f01</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46547</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hip house', 'vocal house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UoVLCWzOKMIJ9iioof9OD</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3622">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christie</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HoeFrrKutiio4HJtXN0Sn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f08db0bf2b73e7828797662b107a0e6d44c4c46</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7144</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2918">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56o8HRvYj1J7QXhfXBhstX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GaryO</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10306">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-progressive']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dsZ39liEpqrrqNLzkkCmi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Walsh</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d94ed580523abe6ea8757d24e75e71f8de0a4de</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1636</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-progressive</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4646">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab07ed9c37e3df874f4942145ecc80f6cdd6f1d7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordan Knight</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45077</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AEcSFddxmvXT0A7rBwyVL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/898">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfc8d115e0ea8cb3e540569ffd87aeb890a1115e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4832703</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7slfeZO9LsJbWgpkIoXBUJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin', 'latin pop', 'mexican pop', 'tropical']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Martin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4387">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brooklyn indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70b38f0803fa39ec57f22c20ea923d2664147fde</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt and Kim</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">316491</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brooklyn indie', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'shimmer pop', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MSMDY0ClgWqXApU53I1L1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10839">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51500796fd199badd1ff68637a2e528b3c18972b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OpnoUqoRIHWbsFs4Nw0NQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nat King Cole Trio</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75246</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2765">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quarterflash</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b329b7ad7b567192a5e83af3b89e0597ef8b42c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VJakY5Yw5phAOF4Bada5v</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33879</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5697">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2K3oUlBUYEhyiQvTK8xddm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Lee James</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3847">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YqGsKpdixxSVgpfaL2AEQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c60674ffc4b94efe99f46196cb1aeaf5bb60956e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'british blues', 'british invasion', 'bubblegum pop', 'classic rock', 'classic uk pop', 'folk rock', 'freakbeat', 'merseybeat', 'protopunk', 'psychedelic rock', 'pub rock', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Small Faces</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165691</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8507">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conjunto Atardecer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/030c6e0b0129ea5bbbc8030143959a3f8753a980</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">180516</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q9lZeceisTLfkThW0fd94</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9945">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis americana']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c90a311bfc6ff571543b785d00357d0d69a7509</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Kilzer</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis americana</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71lgV55bC8oOzKaYldWhDf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">579</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8657">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">653009</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d20d6f8d14f216a770d1aa461dd5091938f9aa9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11kBu957KTYoAltZHDm8gW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin jazz', 'world']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buena Vista Social Club</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6799">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian hip hop', 'christian pop', 'christian trap', 'miami hip hop', 'rap cristiano']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wnsM0ziqToBwQeEbH0akL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Social Club Misfits</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/929fa33cf157fac6dee86c05f93c51ba3a3f1431</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103110</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/336">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TLQArskPwpPQULjjE2tsW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Lacamoire</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3169">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Conti</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f0ecc7b0bb55b90e5569e2ba91b3fae394c57a8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25136</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">272ygo5fv9cYsiCLcV0HV2</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'theme']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5928">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep free jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep free jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47fwSDHFIfnFlDVbYkSYkm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wilmer &amp; The Dukes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2831">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karla Bonoff</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'mellow gold', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17f64c658de1135e389e404011482e1081117a4d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZIMtrSe8sINPurERT4tRa</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13053</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3139">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iGmfKLgK5eSMgHp8YgLnS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18451</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc73f15ddc0774beb7b9b97c39940fb3f5039372</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Santa Esmeralda</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4997">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yRNQhOy0NS0HEBNhp8PE9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daisy Dee</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1647">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'turntablism']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pharoahe Monch</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DKuVtlpDH0agZQUFDy8O7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61fc4e8d2a3eb295a12482ac7cedc242a65366f8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114720</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6897">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yvcSjfu4PC0CYQyLy4wSq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">951139</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glass Animals</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gauze pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gauze pop', 'indietronica', 'modern rock', 'shiver pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59b343dde9c41a80eef70b5c3c7bc93f5c0fc8ed</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7828">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kylesa</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doom metal', 'drone metal', 'gaian doom', 'post-doom metal', 'post-metal', 'progressive sludge', 'sludge metal', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mO0JGOATH8fVHvgCdZsXh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55129</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2cb3235131de64b93f140d2112a657c9c49bb2c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doom metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8088">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5K2BdUwQNqXy70BX2L8BQx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53733</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e87856bd805d7db4db1115083b100d56da90ab1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Courtney Wilson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/875">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10337</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cory Gunz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f34499e43e4852115a4ed78c7621b12c741ba06</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BAaznGSsqcksud4R5ou5z</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9488">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19753be344f12cea9f151e7f738a678f142a9eca</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hawaiian</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19660</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hawaiian', 'jawaiian', 'tahitian']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QieUEtijtUF3ABBp5JVYP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keali'i Reichel</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5252">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MTfVjZzx72caVcbCjUK73</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10708</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48966200a4aefc4b405d3e39f1f696d880524549</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dominik Hauser</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6313">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'folk', 'folk-pop', 'indie folk', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'stomp and holler', 'texas country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Lg3FGwBxOGuefqekQzRUf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90971</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10f4c6930b0908084aaef6045f9588a02ca8820f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Isbell and the 400 Unit</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8383">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KHCUrhzbmGUkp9mZhQMhZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3094bf0f64cd7cbcad9e40f7e1e1bd8f7776fa48</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Promenade Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7523">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Say Anything</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea60f10373d7d5881645a391b4ac86a42522488f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ImqpXKKgkH5VydfgX1hd4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'modern rock', 'neon pop punk', 'pop punk', 'pop rock', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202879</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9304">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FEd0qHPFOgcpfw7bCXB4x</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestral performance']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15078</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zubin Mehta</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cc51a2abbedf3d71cee680fe47ef093e1ce6953</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11356">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5we1lHb5o9tNMyo47XXWFN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Esther Satterfield</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5282">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geraldine Hunt feat. Freddie James &amp; Rosalind aka Cheri</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec511196dcf8e4a206d877ae27598bf0806487f2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">390</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UWhFuqJnSgnYDwk9Rdwlo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/911">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FWzNDaEu9jdgcYTbcOa4F</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/305a374cd85f4be8c8dc0aaabd06b2b45d774eab</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OH!3</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropowerpop', 'pop punk', 'pop rap', 'post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">548643</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10819">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shapeless</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01056gItT5lFJEvQnFOByX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d23687a77bfeeec91a5526d894d1d606f4848cf</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20711</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6523">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6O7MpKrY91vlCd4Osi6XKs</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1202823</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'pop punk', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/987713ef16a76e0e9428fae942465d0420a98699</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Veil Brides</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2387">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Oqlg7yDwpGE3MHLopGKo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cult Jam</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6237">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/617c3a8188b51be71a0af39c6076e174375b0f22</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wDUb8DSu63ZIwP6FhMH9n</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bermudas</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1662">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uIdbhKbYDhskf3RCFhJ9d</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olle Romo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/843">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/316a6ef4535c377bdfaea61c99177de9d19661b4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Q192DXotxtaysaqNPy5yR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amy Winehouse</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'neo soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5815877</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8352">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">075xtg4NIZNHSw3fKWlLwe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edaceda77bf7c4e491a600a2379e397df3c7515d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starlight Symphony</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7154">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71WhWdsVNTLxsnfe8M3Peh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78242</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep underground hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep underground hip hop', 'indie pop rap', 'miami hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/542965e29c50d26568595c747fdfe4ea8782870f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">¡MAYDAY!</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11314">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aGvuFQcxsEkxtOZSqKgBl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bdbce1be2ee06e9b5fabdd334b0af6595244b564</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1336</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Country Singers International</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3367">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15829</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbbbc0920cad3d4fc0591ddb63d0f425d3b16d6e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33W24YuaMUEk85MwRX6cRs</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paper Lace</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4853">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42KMYiOVFRmpchRSqBdW2N</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cd9bd392be2cd09e34daadc0c08216caf7c8ac1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Lawrence</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7408">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['steel guitar']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2646</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">steel guitar</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/596e7d83d466f0cef4931c83be9b8876ce95b3a0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559WWygoFrpAD58V0PqVwO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Stuart And His Fabulous Superlatives</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1257">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41f14d92b75252c1cdd7d53bad1517f06b86fed9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hyphy', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66562</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keak Da Sneak</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sPpJhevOYz54gNgeh2LaV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4455">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc393879f85be73f518b66e74c5228a8fde5b8da</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47829</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iMjWsjqbmYLobomSh4B64</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mario Vazquez</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">urban contemporary</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7183">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40840a877095cc2a8b35dd9267b102f57e9c7199</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R5</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'post-teen pop', 'teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540136</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aptPwTkTKmlPx6csmNJLA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2717">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131132</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cebfe3504393ccaccb1f584edbcdf2a9357769ae</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'electro', 'funk', 'memphis soul', 'motown', 'popping', 'post-disco', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Z4CzYz9ieK8q9XiVMPkW5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bar-Kays</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7475">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49504</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'cowboy western', 'folk', 'nashville sound', 'outlaw country', 'red dirt', 'roots americana', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b26f4a2ff6406ca984dea36dae1636ab8eccddfe</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05FEKb23HHED5ZsWmKo8kz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Joe Shaver</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2286">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'folk', 'folk rock', 'folk-pop', 'mellow gold', 'permanent wave', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Simon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1075140</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6d1d398bb24bfa534ed57920ab373995659a83b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CvCyf1gEVhI0mX6aFXmVI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Panic! At The Disco</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58518a04cdd1f20a24cf0545838f3a7b775f8080</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'emo', 'modern rock', 'pop punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20JZFwl6HVl6yg8a4H3ZqK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7749228</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6297">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['shred', 'slayer']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12918</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">shred</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5300cb75d27c7a2a66033c71c82834783284ae67</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73GhYkwfPQzmfJb1cdPqPf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nita Strauss</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2595">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e4a4550958951f0610f37307ab9a5dd6316a9e7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MdG05syQeRYPPcClLaUGl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'funk', 'mellow gold', 'motown', 'quiet storm', 'soft rock', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">881545</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diana Ross</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6294">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea71f3a006d4dc1eb6fc810fcdf3950cb4a0a570</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xLqrYZxa9GYSCVn0STgxV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31984</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'folk rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mudcrutch</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1780">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lost Boyz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OtigLoCgLYvXnMxbE5qH5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4ef82d76df102b8cfc3d06b5bf2cf205b8dd449</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116216</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9994">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9329</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'gbvfi', 'jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The dB's</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CYmYyxlWBVY80Kvq5lTDg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/649e6ca32f09bf8093205ab5c55af207ecb9f630</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3322">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5L2UqkzpfZD5OpdA6fSfVH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1547</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d29b18abca246ad58992ec71930cf3c1fcb57c7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammy Johns</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8840">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/017bd760057251b60dd35c73b9e337c743e78092</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">From Autumn To Ashes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1t0af5EH36iQVJ06XnLDOt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73188</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1130">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uq5PttqEjj3IH1bzwcrXF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1400355</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19734cdc70263d6c2bb1bf31199a68b9fe5cae10</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spice Girls</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'girl group', 'pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8975">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">655091</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin alternative', 'latin rock', 'mexican rock', 'rock en espanol']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaguares</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin alternative</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RgXxY6uzWo9cjYYwwgVGq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dd7d32e6724f57d4a943a70ee6545f3d0ac565e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6311">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467791</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dmv rap', 'drill', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'vapor trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed9289d9e70108a6e814b3cab6c92f554705ba79</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DvtabXAjfrMihPP6JQdHs</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dmv rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shy Glizzy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7163">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edd6c5e549d022ef7c1fd5bfd0cb26a09cb510a3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4a9KWc1l3Ci1zBsmfpkmNA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3211</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Hope Oahu</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6774">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wUcqswHv80fp5nMF2hVwM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8101</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NewSpring Worship</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/143d85477a650f9716781d0665dfe72c6156c9cd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4013">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Lind</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1616</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91ab218a620d2f6f27840dd6dcc5c9a807c74891</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5W6gs1V54kOPUgBxBLkY1z</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4685">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/609bcd8cb9faab75c379bfc9167d85bcfc27be26</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34gJOUTurjXaj8z3E9fDaV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Link</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2564</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3767">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'motown', 'soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ae456e10e67dd16e529fc66d8c4419797609988</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mFoqJiNDtYntypvy6roGR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Bell</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32554</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/222">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">790FomKkXshlbRYZFtlgla</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KAROL G</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0be245de9f3d93088c212817a830ee7f34430f70</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6166279</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8385">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57yUQT8ltWGPyHfVvQGUtf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter Collins</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3028">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Gaynor</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V6WCgi7waF55bJmylC4H5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f94d5ed50793702d0639d7ecfca5a1a764ffe25</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363764</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7691">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Winds of Plague</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62984</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">080xIP1qfuknBNYEYPuH1v</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e03910ba802db8e05a406efd5d587249c4d2bf5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6104">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy McCracklin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jump blues', 'piano blues', 'rhythm and blues', 'soul blues', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42e09b9dc35d0a42ad15fe5c4c87ef3df570a1e3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2905</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58CohJpaPmE4H0fXEAnt4i</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jump blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7689">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3c3c84fd76a8979aed16c77de9f68c98b1122c7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129446</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'american post-rock', 'instrumental rock', 'post-metal', 'post-rock', 'sludge metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russian Circles</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AZ3VR0YbFcS0Kgei7L2QF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1273">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202015</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2I1bnmb9VQEQGKHxvr0gSf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'hip hop', 'hip pop', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/588abbff92446ec0bd740cf837a83c9494d5dfec</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Da Brat</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/823">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3d2pb1dHTm8b61zAGVUVvO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169499</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0f8d4fe64430bff048527667dbb88e37f022bc2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mick Jagger</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7030">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e721c9502da1663fe9dd0b9f8a90519546f0a9f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Z7UcsdweVlRbAk5wH5fsf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">564187</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'garage rock', 'indie rock', 'modern rock', 'new rave', 'rock', 'sheffield indie']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Last Shadow Puppets</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10201">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">299</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wrabit</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qAQjyLVDjOKo0Af7cIWoY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e9cbc5395306b147c5e77caf31438fe2cdee8c4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/382">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8750718</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e8dc460cfb6b89d7970302259febd0aa73b38c6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lana Del Rey</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00FQb4jTyendYWaN8pK0wa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8728">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84464</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KAaJOwfu8n93byx6YPRPa</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scarlett Johansson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/031d5e2f8f5fd834bdcbc74144f7bef38ba90249</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2398">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99228</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffe135656dfe7ccddcf326250346ff81a8a1b4e8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53RkHTcl0SJZjpzqogkBf4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fixx</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'power pop', 'rock', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3666">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be4f9a496f4c4cfd8afd3642fc665b2a29c1083d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lulu</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jYKX08u1XxmHrl5TdM2QZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46873</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10562">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41D1NBo5Ib5aJ7Aavt3cWS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracy Nelson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2ad3d8375dff12bdc8b02e7213800c40f8e4dd4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">947</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9128">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestral performance']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9240</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorin Maazel</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ed41d89bf284c90c9f5ac7e995abdb1d2e858f5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EQvBmWlfyaRLGDuVfKmve</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9130">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nothingface</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3768d4a7061c6c14561586640b8765b53678359d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32088</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'rap rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7v4hyXy0IQiJaKeVTTQX1E</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5848">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5996218329145bc091237890039f5b4bb16ebbb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1385</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barb Jungr</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pKCBLG3eavJSrSoiNMqNN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['audiophile vocal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">audiophile vocal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11148">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scottish americana']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scottish americana</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4c573c6253df5ab5209c116730bf8a6a8f77ee7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">923</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vSmI0uXhyiW3eqM7eIUQc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jill Jackson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1564">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35a9c4cf7d8ae21032f9d60c549f0a6f57ed3e17</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74111</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bubblegum dance', 'dance pop', 'europop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Samantha Mumba</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7L12TqJ0fbwtFljTbwfwRI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1026">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2143</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dre</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JRLFRAE6bDodbmvzgY2cH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d647a19e29e0efaec9f76b9df16958257ad7508b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4085">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GO3ufZJ7YsEnQ3PiML2Dg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4684</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shirley Ellis</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/663de74110922edefe80f6ce18685eff49deda7d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9133">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50430</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Choppa Style</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TdVfGLdRvipwvY9vyBvFr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6daf30aeb011ec9b84276fa367c620d90e4c1425</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3806">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fever Tree</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d09e5e44293842b1f1165c338e76f44269fed33</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3669</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'psychedelic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kC1wUAU4QHotWGD2MwAHc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10335">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e32ff7d9765536953ab126ad714a1f589602a49</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Epps</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HHvxxSeDzlasKHKM6Qdw4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/424">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">722903</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3742895f849f1e81dcdd4830aa0ffc28e70883c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olivia O'Brien</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QRj3hoop9Mv5VvHQkwPEp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'indie poptimism', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10256">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestral performance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8680bc690ee5747b08f6a9a7566f000cce6e220b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tfWguHr2nj4e8KXLKciVq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestral performance']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22306</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">André Previn</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4107">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earl Van Dyke &amp; The Soul Brothers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c32d3c92f0eb89067998df97ea6bdc85cf6038d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eyfibcTx10zDKjOFcbYWr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1930</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5842">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cold Blood</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0q8LQM9bH2uGZ9QvA3NeZO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4065</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e088853ed7ffd396fbfea9f21119756639c4c8d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5461">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal harmony group']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49FTAimHkrc2OLaocbyd1o</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal harmony group</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cliff Adams Singers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d020019fa91a3351c684d7bad4f9c78e5ef2be19</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4154">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6r3DMl7hc6FqZTBOYxzYzS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f4e0d18c390a3759c6d5e9c078e530267453456</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dean &amp; Jean</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4651">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f64a091229584fb84ee5cdfa7a89dd5100d41543</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50hFWG3MaUUX5phNrrVc97</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sawyer Brown</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229742</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/245">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'edm', 'pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vCWHaC5f2uS3yhpwWbIA6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81b19a403109c4fe528ee3972137127b85be9519</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avicii</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14748479</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10722">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/542569fffaa91961f0f7b02eaea18f50e620e5b7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6W2jVpE55n1wT0SrpxoeFk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dalsin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170794</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop', 'trap brasileiro']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8127">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['riot grrrl']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">riot grrrl</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/454c59d4d711fec5e37c545a99329b01ebe35ec9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WILD FLAG</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15119</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4G3PykZuN4ts87LgYKI9Zu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5931">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6u4jLGLPuarS3i2XWHVxoS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swedish electronic</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62234</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sasha</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swedish electronic', 'trance']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c89a696273872805993119f679a3734b0ec8c4e4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1187">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19I4tYiChJoxEO5EuviXpz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81317be6e6173588b10283f72e76e671acdf966e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AFI</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'emo', 'pop punk', 'punk', 'screamo', 'skate punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">523545</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8884">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259039</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'turntablism']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fde81134afa1e98a154305db355114be539f1dec</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jurassic 5</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wFId9Jhuf9AKVzWboOj2B</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2025">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36336</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Us3</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LtIfuFeAamus9OOItuWDD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'jazz rap', 'nu jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64853c1f8cabccdbf8be496ac0f83167a9a55993</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5722">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Malo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/726f816b7fcc880fcebb5651aaa1a9570898dfe3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'latin rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vmTJisPQCD5ThbxbFehAB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18955</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6964">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4i2mkyKkRrc0OvPrWqb4BE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Gray</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89029</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5ebc7aac41420cf432a7a8079aaceb6c1a8cd7d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7075">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17410</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afba6e8ffe07465f55d39fad8cccdbf33aad45ba</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Hbxyk7qJ22i8wFEqgM3vC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Kelley</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4044">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1248</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Johnson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aae8094175ca131d9a469cc03b5dc689105f656d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nrn5Hfpxg0SfuVLbnHwoL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7789">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'chamber pop', 'compositional ambient', 'dream pop', 'ethereal wave', 'icelandic pop', 'icelandic rock', 'indie folk', 'melancholia', 'nordic post-rock', 'post-rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UUrUCIZtQeOf8tC0WuzRy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a59d8eccbfa73e26b6be484cc4b02951bbb40bb3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">849587</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sigur Rós</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7975">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80043</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d27895d51c1e9af69438207546ffddfeca34d4f7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'smooth jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PcMolaGsh2nryvBR2sQOS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fourplay</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2635">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29iYPp3BSrMl72zDV17pem</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">567</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Butcher Axis</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39a76aa994abcec73a0290cf7069fa768ce63bad</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7371">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q4eLKmqFVP0xII8087PHz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87425</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'ethio-jazz', 'funk', 'instrumental funk', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Budos Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b52179771b234564c3536c3fa9e2a9ad8ce53c5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6509">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap brasileiro</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OLpdla9YvZOtlPnQkXScl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap brasileiro']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jovem Dex</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d45753e901b9b5fae48e047ba5e52f08023df162</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58232</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4868">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P Jervier</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29tN6dpjDGnlr6QkCSOemd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9811">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sofia Gubaidulina</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5168</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde', 'contemporary classical', 'russian contemporary classical']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3eca1c913f736b5b2a0583311789a7a37f399059</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xcUqNAHTLVnHeK0YLA9IO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5113">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fef4a5b57a5331b49ffc8ffe987bb4ae384559e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Al and the Heavyweights</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swamp pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xSQvRpIz45QcrhChmM26n</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swamp pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5391">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17082</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Curry</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5upLeyz8OjRZcbFuXOF59B</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/646d593311232b9382ed9f387fc62907c7aeea83</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1550">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7073440</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aerosmith</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'hard rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ey4PD4MYsKc5I2dolUwbH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a70e0a22056cf078a7d76f5602e59d969ee9f530</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3311">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fff216557762f0bc1c0e83157d9bdedf256fd3c3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Rich</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'rockabilly', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86901</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218kRJZ7FJs0hWIk8Ynzhz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10233">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Visage Music</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05WcfGPdzCMKpdGc17cUko</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d5456a18a2b49344f28fe069f758204ce85a87a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10892</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7761">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a07782b9683d4e9f539a86ae7ec41b534bd70c78</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sworn In</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metallic hardcore</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40865</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metallic hardcore', 'nu-metalcore']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f02jpHpMcw5hWn29WIC52</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/892">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DEV</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ip2u3e5Nv6fFb5xyIHxEE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210045</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'post-teen pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5e548ac335a6a1d75c5359c52174bea04abdbbf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5831">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Serena Zaniboni</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2p4Uyr5gtOlvC4tVSJmACa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5469">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Lumen</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep minimal techno</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep minimal techno', 'funky tech house', 'minimal techno', 'tech house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rxmj7vNEofe96g84qMWoV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28913</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a10e1aa276203fd707fa2ee746fbfc4b31e62e2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9283">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luke</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HWC3HweNpFwBU00BNVCCq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7770</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85cba40188d1e4703932346d8b4e427482282eee</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7512">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f98d5e40d89bfcb4293a1219f4a0463ed01ba99</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71621</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dLBN2tOGTJwWb5oj3QQ9v</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">For All Those Sleeping</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'post-post-hardcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6818">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270928</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60afcaaa50d121e2c5f20e404825dc27084c14d7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'djent', 'instrumental rock', 'jazz metal', 'progressive jazz fusion', 'progressive metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65C6Unk7nhg2aCnVuAPMo8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Animals As Leaders</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/737">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188805</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guy Sebastian</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PjekOABtfU2Kwo0AHVmci</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/045db5c3b07ee1c468acadf55d72bcda7db85e6b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian talent show']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4795">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1265</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df8265cef148e4d3a2d36896b471151771f646c0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nonchalant</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04GaFBkrXgbjuLYvlHP3FW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6466">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unknown Mortal Orchestra</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'neo-psychedelic', 'new rave', 'portland hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">449496</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LeVJ5GPeYDOVUjxx1y7Rp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97837d395d0f03a4a3a13dab302c9354f3fd7808</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1565">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">470448</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1eab3f6e306171d3c6ea9e1c6e87583043221f4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49FeZO3eSrJs7oH7lYLU1r</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelly Price</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5927">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YYmIVYiTr31ChB7PjexoE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fabulous Ballads</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7801">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47893</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63bfcfb9040879f60cdba0227a9738ecee27a2ca</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago indie</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yEqgEvatASNm30zZR3ZHl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smith Westerns</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago indie', 'noise pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4704">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1adRKMcWd0Ek17ANQOaCbd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a9166574870556509450faa2fe170ae4c5c6a99</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phajja</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4149">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/224c9803f25683b584d4ff4e8bbbdd1de48246ff</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3464</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boots Randolph</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3c8BXo73tAg7XZiNHJugZm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11395">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ballroom</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MHR4Tkj4PL4n3f7XComcH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tuxedo Junction Ballroom Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ballroom']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8782067340ea4cab1755ef16c097028889e5a341</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5240">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kveDT8ylFciq1mdeYcIvw</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15439</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donnie Iris</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/963e571cdd9ad7101db6d0156e2cd58111d74166</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8142">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16636</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Press Play</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c9101e521dd8cc4f204c6bf5b719c421f8d9811</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fHk07xqQp5IMnsLzLZK1H</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1488">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JXL</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GyakhIO8twSgCnUFfCzTN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8876a23eded4617c119658fdad7e7b2d162ea0f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2840">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hExAD9KZgxLT5qkrpEaaw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">806</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soulsonic Force</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff2d6e6b8c3e77deb2300564e2f01362a357123b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2603">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aR1lCi2CX9PZ2arGfnsUr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad1022a077b3f1c5912988436e3b70cb011b70ed</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2675</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Taylor</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11421">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QTd2YuZS6ShgqWfeREdB3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Lloyd Young</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9204ff193115ebdf9cd638a326b3c408d04f83a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3282</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5552">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7419</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anita Lindblom</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bda9a3c69abb2c613aefd7483d09a7ecab72de2d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop', 'dansband', 'folkmusik', 'vintage swedish pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mcJ23guBaJ3g8i8Hjjw6E</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1024">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6547d73479bc4e160a2a2c818502396f7315f259</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">676387</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ddxtfC0oS8LoktXUHE7YL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashley Tisdale</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8345">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama metal', 'christian hardcore', 'christian metal', 'melodic metalcore']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Uc6biA3i00oRAWvIfjhlk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21033</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MyChildren MyBride</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ced07ca7c3a2c28d14fbdf2ed1ef686d3d2aa709</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6244">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QP0coGRLggyMr9Pg65HBK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul blues</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce1dcfdded010297848e6e8ce4917fa58a881f59</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Ace</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">706</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5974">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hombres</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">569</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Kd7EaN14eunBIyNux2c3z</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10445">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124469</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">world</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QncudMSOiKxYRIKRDks6S</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94651d09fe9f0cdfb5f85ae6d6c50643d09ab916</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hindi Zahra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['world']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2698">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1i95hsWpeVxPaN4HYtVpCC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">716</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ollie &amp; Jerry</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5523">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/675711cafbeb4b5262d5c01f516b51a55b7f5f93</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MAvx5yzdhylg2ztJC3MD3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'hard rock', 'modern blues', 'psychedelic rock', 'rock', 'southern rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Trower</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108283</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3216">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91d9d48941c2ea385cca86eea0534c2b4b09595e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SLspaTtZOpWHtv7oqZsRJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-rockabilly</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-rockabilly']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whirlwind</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8598">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122987</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FM Static</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a7157f20ce3d952820a14df33155aa296c2f65b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian ccm', 'canadian pop punk', 'christian alternative rock', 'christian punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">043r4OwwUAYREkBLK5jAiV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian ccm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2669">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16368</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7J7YRBSoiXpdTmcbkKZL2C</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Honeydrippers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d311a7873b1398a9857829d079c4bd3052cab7f6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9745">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lambchops</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HpdlQ1jd9Qp9LGOE93xNJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/700fcdf4cf882566be9fb6eb21bdfe5a32a40053</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8871">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">It Dies Today</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28196</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">buffalo ny metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd1a333d5c5c88c74a227e3373592984cf3cb1c2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uFWRtKjp2E2Y1QmJPaKNC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['buffalo ny metal', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11094">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b6ddc0c27c391c5d7eac401382c4c30d239fdf3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flemish Radio Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">radio symphony</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2g9NtXzg3QeoJ9oUKHU3mZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['radio symphony']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5644">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">869</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fc1e80dfdc7399ef3846180fc462f78878618cd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cNATqRVaGVLHCw741VJGy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Thomas</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10985">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfea88c9469a8178bd515b493a292e9880337a2e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SF29Uv75NwjxkTKCUo3Id</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sol Kaplan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5420">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Witch Queen</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74iLRrAnxEq3FXrYhw57vQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf77d6b8162f1bcacefba515938c46314cd68900</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4662">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7848</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94472c4a9406fb8c2d3a3c2e1dbfff5287a6d5a8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Voices of Theory</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xojBGlLd0SGscMIL31gdV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3484">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Skellern</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3182</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PV9WCEGu2Yu89ArTqR6b6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3fc9d911f51ef7b08583816fab63a3916a589778</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8135">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock', 'modern rock', 'scottish indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84369</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Were Promised Jetpacks</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ed877559f6cbdd0b3d2b6d074365c346198f64a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gnrmLahFhVXRI9DA1MImH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2882">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182840</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">War</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ICyfoySNDZqtBVmaBT84I</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22a9b5046deb574b570df4f664e6d0c0750f3e9c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7177">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trevor Hall</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RMHexittaAZkf8zukkZB8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195644</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/675e2490fc92de6becee28eb02f30bf03974aad2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'south carolina indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1365">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mario Winans</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BIQA9vRkqXEnA2twmq7mU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33762</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d45540168bdcb4c73a6d54cd3c5e62898f67a4f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/816">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo mellow', 'neon pop punk', 'pop', 'pop punk', 'pop rap', 'pop rock', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jTnHxhb6cDCaCu4rdvsQ0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">405666</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94cd5347cf0338b496fd704ece05700771cc2398</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Chelle Rae</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2708">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Gibb</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vZduJO8Uukqzx64de5JxV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34543</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/015bbf1b43cc3d67d79889cf0621c6d5ed2718ec</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6545">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">205731</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qBZETtyzfYnXOobDXbmcD</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51745ce1da01c4b3e3f53218be4598a87ca1d962</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Elfman</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11333">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mad Stuntman</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3116ea6b7486224a09d35153aa698389cfda8c4d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rC7eyIFrDIYnFsxsbSxF5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9948">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZUP9QmHAppM2vfpknkvIF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29254</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8a0dae9b39e584d631bbe4862dee9154e02b7d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vinnie Vincent Invasion</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9953">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'southern rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rossington Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GDAB5jtsm92g3YMeqGICs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eec1a08e4f85f7139f4a3cd544e5327818af3bbd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1948</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5172">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6780</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6blEa10uJRGghKPkXc8sAy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greg Kihn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c12d8808f95fdfd95d51866456c1103fa622a086</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2640">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35dc75a6db113801e5798d29fb6e4ac35125e5d0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DeBarge</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243841</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6is2U7I1jlI8PjxNZOHIMV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6913">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/279bfee0f589da31969b84c15a1e6a1a5b9b202a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221007</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Johnson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zLBxLdl60ekBLpawtT63I</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'modern country rock', 'outlaw country', 'red dirt', 'texas country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3202">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8220845fc8869482c5b67e9513d81f1264c4e4ca</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'smooth soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16262</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angela Johnson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OCcrLBIO5JCdDMUU6h35w</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2684">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2030069</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ecaa329206c555259c047ed24ca863d90f81e4d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk carioca</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06cd30Cv9US973Ika84gDw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucas Lucco</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk carioca', 'sertanejo', 'sertanejo pop', 'sertanejo universitario']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9330">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QqwcrurtazRR0I5vZZnWV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e19af296b5b9aeca0dd242cd53674b50aae8bdf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Keneally and Beer For Dolphins</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3790">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dITsREBtJGzkh8z3AXWKQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc4575b3c7ac3924a119ecd4fce91675f9618926</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26462</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro swing', 'nu jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smokey Joe &amp; The Kid</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro swing</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10919">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43iZaHkwLEbTiqp2MCEaKv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6381e49a10277256ad4650fa200e10febef37994</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Half a Sixpence</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9731">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Otg4bh0TjXwx9VRyl84ll</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dahl</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5834102843fbfa7610bc639466a43662cb169ca</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3626">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loretta Lynn</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FE0rls8gfQT3laAeRYNgl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7cd1f5f235743cc7df249b9d789460d0000dfbb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296627</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/258">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gesaffelstein</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hteYQFiMFbJY7wS0xDymP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2367850e78d632cd6db3391fc1e66df0139b9ef4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273823</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['destroy techno']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">destroy techno</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9046">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bebel Gilberto</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'downtempo', 'lounge']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3808d4f9ea0af08fa0623298785bbdcfadfd6bd7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76040</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gk4ierjjSVPoZep27VfZz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9927">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6euFMpjefLyhiyO2Tss3Aw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scruffy The Cat</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">470</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5c937b9661491f8943812d1825625546d0277f4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2819">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">406</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steel Breeze</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f61afa2ba935091abf18f2694a9ce02f339a204c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nqNKYmx7Ju2bQ28jgGfeD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2966">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">676</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7340bdcdf6ac5608364dfb13420863b7f984fd14</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larsen/Feiten Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">614GyAJSc7xbA6oYTvTLsB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8520">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benny Benassi</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electro house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ws2otunReOa6BbwxxpCt6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a8ca53d47fcbad4b44e563a87608d5b993b1a6f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">379478</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8038">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Ramone</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e851848cc666fefde3a282e05702823346d98236</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">punk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dxF7y4hlGFazdArMsxbEx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55437</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10204">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass house</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6853</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6791e456cf19db2873d4a1b19c90c2ce3fe38dd6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kanine</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass house', 'drum and bass', 'jump up']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KiNUGL3r0GgyLwqYCY1yV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2447">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1732e22f3bc6eb57bae3666c6b838b6c5bbd7f4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44364</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59luKpdal8UwxcuLJNoKwS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scritti Politti</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5223">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yv4DJOCmilSbxxsdQgXWk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1409</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pictomusic</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf0e7598a84d1b7dfd560f27c6d633ca8e6a090d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3908">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nino Tempo &amp; April Stevens</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">954</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5s1WKkWyMzhGnLZ0ClgyTN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92efa92b16e365b88ff0f71fb9669689a5a8a980</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10287">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xRdCnm7IiS0M1FUS15ZfO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4902</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7556d693e11612782483e65b3430ea79614ef1e2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Breakwater</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3716">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buchanan Brothers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zLkcj2ouaDYpb2mmqim6f</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3582">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NgfOZCL9Ml67xzM0xzIvC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'folk rock', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1775643</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3f55519d6fc2a6fd2bed247b9dc9fdc72365272</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janis Joplin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6753">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0W6Vi3JrMz1BtEOUqG2mcG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Trip</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112006</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e3886e05565f5cd31cbc013896bcd0af2568dcc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6195">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48eb065d98da00c703239871d2f20cb6d94bcc1e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonny Knight</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hxu9LD2PeaAApK2bSCetM</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2843">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'jangle pop', 'power pop', 'pub rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16290</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73YLmyaazO66GncUVHP0KV</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marshall Crenshaw</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c12593a25e7c6b791cd0152c363211a0b5743ce</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7466">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ewAU3d4El7WSIxWUJaZJn</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo r&amp;b', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Roberson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eba51e92f80428aaccd7b6a27a2c790c1ffdd8f3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83700</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6574">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202743</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tech N9ne Collabos</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'pop rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf3f84b9b6002f42477ae4e1f9e0fc4e289d2119</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UOlRVifrFdQHW9qu5ep8t</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2556">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJDS</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9196</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0orEyXhG0KnPEDVgpctNJI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feeab0005af3568dd4a70cab5710107c7756e1f3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5794">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert John Pedrick</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ac5ce118185fccfe00f77108a885736b12a4a64</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jAm8kAFadTjV4Y8JHNJwo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7810">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'emo punk', 'indie punk', 'midwest emo', 'modern rock', 'small room']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bCNJ1ICzdnzK0yoCIP2Ip</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb1e03aa7ab4cec58f4746518e67a6d2441b3909</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74096</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The World Is A Beautiful Place &amp; I Am No Longer Afraid To Die</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4191">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">593</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3ed624ec9127483f4ed14b252f4a26d1243ba67</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vox Freaks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04T7QEqAiQBW12loi1g2CO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4712">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g2kUQ6tHLLbmkV7T4GPtL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fiona Apple</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'folk-pop', 'indie rock', 'lilith', 'permanent wave', 'piano rock', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb3a2b19e638719bcb38fbe9f9e3fb5c6d69f4a1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">501171</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1656">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb4cbba81ee8779e9c009adec62c449bc39ef071</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zhané</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142397</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cjSmkVvMvyE6tCAo1M9Is</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3243">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sylvers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0efkWb9xKhT6H0E7kgSjFK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'quiet storm']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4612</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/631daca34982d226e5d18af63c7baa7379d304e3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8763">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brooklyn Tabernacle Choir</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eDpQV93UILljVxohKoLUs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0832da56d154fea19ccde9307c7e080aac0978a7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38525</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1345">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206114</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fGVuq5ed21pM7iWwTcMyk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9187bd3351b90295feb8ec473ca63f107c3e2779</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amy Lee</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9555">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vxzsE8bgdSv0QM4WPIuiE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e3dc940d44a45f68efc5b3bd24a2e95fbdbd01e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">288</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Convertino</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11259">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heartflight</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0C8mWpzb1E9HuKCJFpF1If</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7aabb2e3069807819a47f62deab4859cc08387f8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5883">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peggy Scott</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">246</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cPHFG8We7A3dWUw0ajXgP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c683f4eb4df2c0e07267722630e327a65524743</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8758">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'ectofolk', 'folk', 'folk-pop', 'lilith', 'new americana', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23113</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b02f66f068f65be991a507fc44908a6fccbdaaa</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jL1PBvL0gBZBPk6B38p3z</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tift Merritt</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8026">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212504</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'talent show', 'uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CrCKxXekxMpkYfMEf8mca</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebecca Ferguson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57747bdc1b5ef1e9701e33d08547f6ebb7c18058</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3448">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BQuE6omosYoTziEiXI8Kh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steely Dance</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a78d07303063f34c6b0a5a1e51d50b5743a4b927</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2493">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148443</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2525cfab2197c9fc95ace03daa965249c2006d6a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cutting Crew</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cniTumSiUysiPWXapGx1i</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7072">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock', 'nwocr']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7985</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Last in Line</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eq1b8QdJPz9PfnZmZndtZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c152adaf2d030e47f5c5194d8779f0bc3a357fe3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3726">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'country rock', 'folk', 'folk rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19130</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Hardin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39GVRVaqlKh7JL8Yl5ZKcb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f261fdf97f3afbb46df899eec9ab9b23ffb2bf72</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5266">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Ritenour</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'jazz guitar', 'smooth jazz', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82247</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nDqTUspmq8IXhcEZT93iq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c92db7e0567f5e7cc5902b9b60e76a2e068ade18</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9049">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7f8f5d0b4a90e9b2b89acda20cd64932721160a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78inRkIIF0n9R9I2HPoWP7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rooney</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57583</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/611">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative roots rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a10b1b5fd7ab61d8a84a9cfab2d34a9cdfd2585</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative roots rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Forest Rangers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32620</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46xMgypLHP8GNsYME3vRnV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9298">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61mwtI8FCpYa9G2NuThRhI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Zane</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20300</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2757ffdb80fe81a02342b061e4a3948c0cf21942</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4377">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29ywwKkxfoH7iWwNY1UezA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349859</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Francesca Battistelli</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37e24f4ece0564888392f4071c8f013840468ed8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1690">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17VaTNp7RfgYr5JAJKTqAv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian country', 'country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wilkinsons</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92f3cf0deb913aa484a2b173aa5bbe30c38c13fd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13182</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8749">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The High Kings</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/999705b772d1c83515009649986c8a308a78c9d8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79141</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic rock', 'irish folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wXjctGBzxkT0ghwfQ8FC0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3252">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sutherland Brothers &amp; Quiver</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1273</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PZTf9tGxAD1uxpVmV5zMH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f721d118ecdb0ac5c947f969f706692b9d435e86</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2056">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/709d36baeb35b82c5a933bb7c55c1432646efaf8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sD1ZLf2dGQ9gQ3YJl1eAd</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blind Melon</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">572298</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10147">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10bbb2468261e776a6c8f85be75a39c9be0d480f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'quiet storm', 'soft rock', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angela Bofill</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07CTbCcLVHYwZqp1YMdf4t</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85821</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2540">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6199e8f72897958ff5fa9953799553524929fd91</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101801</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RE8NwNxsOyuNZDD0jRxHP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kool Moe Dee</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip house', 'new jack swing', 'old school hip hop', 'rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6815">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian metal', 'canadian post-hardcore', 'djent', 'mathcore', 'melodic metalcore', 'progressive post-hardcore']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Protest The Hero</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120173</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6z3BjfmgvDUIHaJ0UPTtrQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/457b921f36109d3c5eec9d2fdf1bee11a86ed2c7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9312">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4b67441af1209f35f44684e0e7e623da5550f4f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Myung-Whun Chung</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1561</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hdiwtmc6OEFFxpSlwwmby</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestral performance']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2723">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133930</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'europop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nik Kershaw</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kCL98rPFsNKjAHDmWrMac</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e35a93ca4e1d97d2b396aebfe18694bdc7efb141</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5898">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7aced8662f3783c0a093de39b170486b852a1504</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5837</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Ryan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JJxBX97vBHW7KMsBqIJre</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'nederpop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10725">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">412</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87401c75f16368a83f64e5e1f377474689604a42</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BhDxlP1A9scde1sWPMfk9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['theme']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hanny Williams</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">theme</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11051">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">musica infantil</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bia &amp; Nino</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14652</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CJhCtmWBiBZu2YHr2dNf0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/401c6fc39b3b74dfc2451e3b53e11d3a3f3371c9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['musica infantil']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3077">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OMeyYmmTWLBljQJOOvwKz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desmond Child &amp; Rouge</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2794">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yyag4BRejtPxsKTrSkKDz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Greg Kihn Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77fac20eaf56b4d2958df7cbd10cbec2223b814a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19570</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6697">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'soul', 'vocal jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d8f1d2ffc518dbbd00d95aa24c854f605d9aab1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5z1VAFwT35EVvCp1XlZZuL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diana Krall</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">629419</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1543">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunshine Anderson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b898bd8443f4ddccf88d1e3c6c6cbc363d57d78b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77383</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hnmRa5ahunapQbPjKUbMK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10664">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94551</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2k8kY9zHUWxuTtwV4UutHw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'dance rock', 'experimental', 'experimental rock', 'folk rock', 'garage rock', 'no wave', 'outsider', 'post-punk', 'protopunk', 'psychedelic rock', 'singer-songwriter', 'zolo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49afcbded4da4e8f8508fb499422beb3141147a2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Captain Beefheart &amp; His Magic Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/444">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/778e73fcd80afe222995a1b7e748b17608017b9b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LunchMoney Lewis</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73495</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iUbk5KhZYZt4CRvWbwb7S</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9943">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ranking Roger</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1311</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a67244508a1693e03cd70fba6a007ade3cd65b0e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fnEBToGr0ZqiYgHjVYL2k</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/978">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1197552</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trace Adkins</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4869a9acff3bb222b3012ac90e8dc95332b291f5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79FMDwzZQxHgSkIYBl3ODU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10286">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">496</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2u2rZtKdqVhHXK2xDC3dGO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angel City</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e20e08dc316d4a281ad3f93495066dbbca0bb617</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11079">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke All-Stars</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4g83euv5krgJ45Y8DKhsxR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1488</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35d60f1d744cd952cdf877d8082cd14b0d57d61e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8389">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7icIoCLEyKRyVkzujGCMSg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christian Chevallier Orchestra</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4702">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daryle Singletary</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/381ab361dd2275bb3a990bf54af38520153d42de</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mQ9wgWshECdFsDbT7ATzT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96411</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3836">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herman's Hermits</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48YxSlb23RAaCd4RyHcV9V</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/661423f5d26a62a4a2947488c2892a6c5c4a5e34</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198530</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/292">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Niall Horan</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'neo mellow', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Hsdzj7Dlq2I7tHP7501T4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4014957</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2870f08298c8c391f6ce13638a9a5cdaa9845762</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10734">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oliver</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kb6QzbZO9Z7UuHN1dPD7h</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e029604123371fa53441e5a164dbfd6ee41d76f7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9371">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20a58a64e0591548e2d25b4b7d58f230195b72b7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GQgxUq4MOuXXV99WrRuev</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67236</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Bleed</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10420">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">879</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6316f23cb01b7460f8510bf68a35564de48f5ae3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manchild</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IjkhhPuixhmO7SHOxGnJx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2644">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'post-disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Arrington</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">030gEPJwNJnBcyra7CB9vM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8723</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf83ef0f76228b6f01f9305b1c87d55f56af997e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1088">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155557</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61YE3whKiuRr83j1yOm5M7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'piano rock', 'pop rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Augustana</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cf7bdf5166c847647e91862ebb7571f87de2e05</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3588">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3cf39d54c8df85c17cbfe2826f0fb8131d2a75f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1524</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Kongos</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15KbeP35gI9t2vgYzwsTjj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/543">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MIULe6tfg2loNzBy5B9eu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140890</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">houston rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['houston rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T-Wayne</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c183989bf0a9b605bc760a8ef348acca4b45495d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9193">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3864</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hOMsNrEKV7FzQpypeZGf5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nature</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/127a1457ed92f63c945a45708b4b1001138acdac</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1431">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9235a42aae9b364c69e734e211e4b34611f7574d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KDIH2gF0VpelTqyQS7udb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Staind</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1313158</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4426">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0870d33d200e7f26265cdf13d0e7ba6edab377c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Cook</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gUz9by3jEHfm0waO4ZKDM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7867">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madeleine Peyroux</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'soul', 'vocal jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01b5f4f501f075085f00f80206e6a2ae1dfea183</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nXyULtoL8k7wP9l6kg8Ef</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247608</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2416">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f63712c2642d0f4d48d5b7936a706e717e33d60c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xliTEbFfy5HQHvsTknTkX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'europop', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alphaville</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">304713</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4824">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g0RlUGYDE7rdAJSnLkNOv</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kut Klose</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151079</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/303ddc3bd7f5fef55e2fcc0367f67bf293232a3c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9749">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Charlatans</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ad33cedd83a2f2d5bf45d4c7d9de4b294b8cf3a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fScAXreYFnuqwOgBsJgSd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">189462</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'electronic', 'indie rock', 'madchester', 'new wave']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1666">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Harris</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb1e89015d407a19f5e38d6f5cf9c19b9167605a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">530</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0v4es8yvR06oDJWG57Fxi8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7693">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christelijk', 'christian alternative rock', 'christian music', 'christian relaxative', 'french worship', 'roots worship', 'world worship', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2bbc6f2871f05c97a8ee88f92b7a59051566ac0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Baloche</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72540</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jH3GuQCPI87UrS0hcScHr</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3013">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Boomtown Rats</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62a52f30acabc360e338fbada3ee7b9dd799a8c7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64779</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'pub rock', 'punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40oYPr305MsT2lsiXr9fX9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2670">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little River Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6clbbhnIqpHnqxwtOWcilg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42db36d0ffb2b528410e6ea5c232f5454fc46d32</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">415932</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'bubblegum pop', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10521">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">experimental rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3P2gYnypDVi90ZavnaAhfL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['experimental rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18842</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mothers Of Invention</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/186a44f7dd7ffa213762b5c930e6bd447f6c79d5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3388">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6765</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Natural Four</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8053aa0fecf9a5a40db3a6989e46d46e7d74e87</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p2l2eeZ7bmnpPfgpdZCmY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/17">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2831399</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gucci Mane</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13y7CgLHjMVRMDqxdx0Xdo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cdd9e780c5cb1d547e34f18778cff07d57de18c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2580">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e8de5e3635face56cee6daf174d9b88879d8c9e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeffrey Osborne</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qUHCOUsvVKUpVrMMmztMK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206061</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5511">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'post-disco', 'rare groove']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3X9xSaKYs3EY8l74Hgy5rz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6304f84c41b8395a5b6f179f0bc03f880a3152ed</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11113</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crown Heights Affair</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9915">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'melodic hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">House Of Lords</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iu8uY2sqeWpiwxcdwOonn</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21081</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68101dd7fec589c7e1abdaddf308ba7f97b9d0d8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9489">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bvzW28MI89yFg4k5NTkR3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56663</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RBL Posse</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6e855818933a88352957c3fddb28c5ecf866e65</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4474">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161087</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'christian rock', 'world worship', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8aa7a5320f4955ad8eeb21e5583e204e33e50586</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Afters</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Q9nxD19emMUTTWtFi7jZc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9571">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7083</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smoothe Da Hustler</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b051f6030112ccb57bbfffca14d15d77828b84af</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tvXjGaccPMuU2XHcbjl0d</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8814">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5i0ph60TnwTlIGrOZAmcZa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Diamond</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219747</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82fe190760e1d71dbf75592306e05d3816f600e6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'danish metal', 'death metal', 'groove metal', 'hard rock', 'metal', 'power metal', 'progressive metal', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7788">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cIxGaF8qXxVby5XTjTMl9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae266659a4ef94de9e00808631958e8811480285</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Troels Brun Folmann</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4360">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol', 'neo mellow']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KNNZV9twnpQBqyUoGvWA6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1657fd92432475023cc37acaf1031bc9f63dd0c1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42520</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee DeWyze</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/478">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DZGvSv2oMkBUnPz67E6z6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbebeda7e4d71d513f11ef68ee86860a2ebdbb35</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Nail</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253427</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10134">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23147</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ytvi4r3WPIZmEw1Ndmkp9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Browne</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d666eb41f8b77a265e30aac9a683430b234e3e6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11274">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41783</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xUMw9vaS567MBBjsoLslo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yung L.A.</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb6a0693d679c2b64a8bff8a2866ee3c1d44cb77</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/740">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop edm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2auikkNYqigWStoHWK1Grq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop edm']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18184</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Martin</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4803395372817c58ff9c6315e96e282b9e4a1fce</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5659">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21736</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bnf5pPVQFWv762IiavilV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maureen McGovern</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/296e68ea64273c44a08a82db79c2357c0dc227b7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1101">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">florida rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01af5ee9d70fb9e17496fba629560c7cc884c4cb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['florida rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">725</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TmyW7nE5HAbg23fG7OOGJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tay Dizm</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10684">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5R6d7z38BUzbml0yiC3F1R</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poor Gypsy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e6957e9ff7c777d1785dfb1faa77ceb8b24262a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8022">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16151</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm', 'brazilian house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfce0ffd0bdba49277456525d40c15ce68085d47</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DUHqp1EQvqsbodW3qKDH9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lazy Bear</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5966">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19794</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Cosby</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d27acfbb5b190e3c114fe31613e188fd010b2f6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JeqRr8Upw5uxLEu6jgIRm</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7400">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doom metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142031</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bee61096977bc59279c1a3145f4e32df6a5d7b96</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Electric Wizard</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4htjQW3lgIwL6fEJlTOez4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doom metal', 'psychedelic doom', 'sludge metal', 'space rock', 'stoner metal', 'stoner rock', 'uk doom metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9031">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49ebae38f5e83eac3165bdc38f9ca560743f0ec2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fSPtBgFPZzygkY6MehwQ7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">549421</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Libertines</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9576">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emmy Verhey</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/041ffb6ac6e8f852444e5861609cb93c87123ab9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T44kWQsaCh6VLltor1DFk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3420</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1517">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Case</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aEWnrN8h3MhuFUPRfaVuy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d8fd0c96bd5a6fecab9b5bf06775fe0afc4aaa1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">405092</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1904">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OT8Y69ZmFlwMCmqXNJMih</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1966</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/828a54a78b77e2e6ef5ed5b506cb802df4cd850f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nino Brown</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4436">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvin &amp; The Chipmunks</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73379</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">children's music</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SCWcYnoEh1978ycTDhZoW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75447d3644a78f052d46e33f9d9d214017b81ced</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">["children's music"]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9258">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25198</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hUnACGIFz6oHfeDIT36mp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63ced4d115c11dcbe0dd00d35cb205c1f9c9ef8a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afro Celt Sound System</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'world', 'world fusion']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8128">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfc43c70623a639c881a0f1dab1e2dded71d29e6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42aeGx2I3uXINpGqC8L0LD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack's Mannequin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'neo mellow', 'neon pop punk', 'piano rock', 'pop emo', 'pop punk', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162446</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10834">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40bfbb8ce1807b2387f1d715ded0fc768ceeb667</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55837</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical performance', 'classical piano']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vladimir Horowitz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ws5hSoABAwvGJ4LhHwHgq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6203">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KjHHegzN6WkxpPGvkdU4c</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Hinton</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/772a6ce8ba4fd152d429e6be4ab18d2fa63c64e2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8165">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61172</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zee Avi</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef77fcdc71779dc26013b50cba9ffa21500e1679</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'malaysian indie', 'malaysian pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zGcYBjlNOMSVVrl7ZoGsH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9103">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guided By Voices</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oV5EVJ0XFWsJKoOvdRPvl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c57c14c7461bda2bc6ac95134ec7d5e737037bf</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84835</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'anti-folk', 'art rock', 'dance rock', 'dream pop', 'experimental rock', 'freak folk', 'garage psych', 'gbvfi', 'indie pop', 'indie rock', 'jangle pop', 'lo-fi', 'modern rock', 'noise pop', 'noise rock', 'ohio indie', 'post-hardcore', 'post-punk', 'power pop', 'singer-songwriter', 'slow core']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5182">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rUR211ABKYUHbXiMn6VQr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">What Is This</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/901b2b430fbc5ad0b8d09cbe0a16197436ae7d02</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3380">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'doo-wop', 'motown', 'rhythm and blues', 'rock-and-roll']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/797b48d18fa6bc729bac71d44da595795c9e4943</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43950</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PF1KBeHYb14yKgsiE693V</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Anthony &amp; The Imperials</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5743">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Nero</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LRsjW7ygBG4oiTRn08gEx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5319</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0765ff99ceb78ad1e1e19e78161426f98226e4c0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3453">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FHwr1FymaS5kutIEK6e2y</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9510c2dfa91127d41ba367d1f300cf3d671bf0c4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16348</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Harvest</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3160">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ece3690ea332c5b53405f36c0596ced9b5e2e907</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Nolan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SdZQXwwMAWw3INoSmOzur</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3773</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3098">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8240</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2enKa9Yqr6PZy3xGlxQEu7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Exile</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf8db115287e6356a5fd389403871380663c8267</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3441">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country dawn', 'country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tammy Wynette</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240570</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c0e3299ce1b2644aee19974ad35d6b441aba6b7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LFKKuzn302wp15dYH28id</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1377">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">808047</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dido</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mpeljBig2IXLXRAFO9AAs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c897f2261e8a434b0bf094e5ffc4305e109529a1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'new wave pop', 'pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6929">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6d24kC5fxHFOSEAmjQPPhc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1ed9076e037cd61de521d397ee7d1b0902ea4ae</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'melodic metalcore', 'progressive metal', 'progressive metalcore']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">249965</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Periphery</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3983">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep classic garage rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16138</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02775a6fe71755a303775d021950cac3e72e3701</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trolls</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05S6yFOzexsgurWstJlBqK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep classic garage rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9114">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10044</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb80a3cc56d73f396931f60e748234db8e6cc5b9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Play</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tNZHg8DS7zzXnIxp3ZTEP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8015">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Byron Cage</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bxsoj9E6Z2GoHVIswbRez</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105715</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41c8afb61c8c4d52d59e80bf89e724de52158bc3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5359">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54307</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58U0OwuIViimy39WEbRbXh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray, Goodman &amp; Brown</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cde124ea9dd43f3ab2cbfc4065eb7dd93d57ff2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2497">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62410</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kashif</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135Rv69sEKYSUfBBaI7i3M</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55ea93bb4177fdd7a778bf8f0f011984fcfd1b4a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10465">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">820</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63grYd7kUnIKfpLWpmOl82</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7db4b26532c0d734349be9d7bbc560f2f28688f8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evanton</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['retro electro']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">retro electro</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4333">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">the JaneDear girls</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25694</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0040f7169a4cf6bbbbab3979a126f2785ef8a24b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OEqn1sz93LEk4xqzq4tBe</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/927">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'british soul', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46VWDbmWmzvPBTmkSr25gM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d030e5670d0181cedc6f201abfe8b4c20af83ce</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marsha Ambrosius</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293123</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10481">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz blues', 'jazz funk', 'jazz saxophone', 'soul jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5247</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac169261794acef9bd156579c1a2a076a20c4ba7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">543js1lXeFxJKXqxC6XgT7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank Crawford</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6885">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Devil Makes Three</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bcec9349bacec3c194011f6a19c659153958c47</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new americana</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63knPlGzLHTNDf1J78Fvte</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new americana', 'progressive bluegrass', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182780</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10645">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vzBdce60TmSDTCA6ii4VA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c4c82ed002e1f392e11338c2c84c010bc07fb97</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18740</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GA31</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10958">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Goldsmith &amp; His Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FVMlx2DM6HxxdoVpmyF4X</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/530717f5a8ac2539cfc28ec3c68581e9c9fbb82b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7426">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'folk-pop', 'indie pop', 'indie rock', 'new jersey indie', 'new rave']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karen O</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101677</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79db7489ce0ff4dd89226bb9a5e75a049355f1a1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6emHCSoB4tJxTVXakbrpPz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2238">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jmLWOv8jXNEPq66DpmLI3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e910155f9d81ca407c27c139976d96b05bb6c3a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">the Triplets</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9618">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Bassman</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb291b8fea6a0f896b97e8dd04cb72b7a90ddc21</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7L3Inj9ODxosrwHuxoeyLl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8981">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaci Velasquez</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MbmKsnvXjl4GA7Dr27kko</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fed5ae345ae4936fa97add158c8c708fe9358c3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64560</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5255">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jqtaVyqGCgKYd9rGdiEaO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Brough</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4992">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">460</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b533e2c90dd79a4b60da59085245d9f42ecfb96</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZKkosMgiVV41hznxoMtLw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rude Boys</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2926">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ojz8TfbzjB1CDvUkcXbXA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The DIllman Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13e7c3f5d62693df1f039f95b3e1aa375e954561</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4482">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yHtl7OPYS3CaDLsOzFFw0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PMC All-Stars</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3406</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a335006a63496749388ff09b6385fd8e08cc1194</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5472">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leroy Gomez</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AUru0agJtAyp0xa000Fhg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97d188e572dcd3c8ed9a15246781da57bc07f88d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7427">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2989129</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JbemQ1fPt2YmSLjAFhPBv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bd57d6f674f1f8a88a7ddccd587ff37b93655fa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'tropical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chayanne</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10818">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lawrence Welk And His Champagne Music</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jEqRFAEWe61u3cGepfUGn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad9c1eae9310e6326949067f238ae63357ffed13</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10025">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78818fca4278bc7f51042910b40a2f95df682f59</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RUEHcBiENFEqxgicqS2ig</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'britpop', 'dance rock', 'glam rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'protopunk', 'pub rock', 'punk', 'rock', 'ska', 'synthpop', 'zolo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247936</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stranglers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/212">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'mexican pop', 'pop', 'reggaeton']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vR2qb8m9WHeZ5ByCbimq2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3156460</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/674f858129ef3c3d1f38ca2de254e0e871d1084d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reik</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4496">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sYjKuTeP3mEZWbSdCijMn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madelaine Petsch</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3225</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1574">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64ovxBmjJ9ZDqkzEXVWpVc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2d329af1480cc4dee332ec5f8af06ad7f344556</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139314</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shyne</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7704">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6321</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HMMreaseNp6oSu6Q7Z5sj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d61f5a5fc8749aa0d9bd3e7871bc6c19b19d1d69</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John P Kee &amp; New Life</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3136">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fandom Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jWBohkfFIyPigXm55N3UZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7056">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">226346</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4fb21241d414badae6057bce6c2e811d908dbb0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bepW5vcdRzheNc0F8lHJ5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'jazz electric bass', 'jazz fusion', 'neo r&amp;b', 'neo soul', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Esperanza Spalding</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4156">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ff46053e6eb0efba2f1c570b440b3043897e283</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Jones</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eVCRmRG2HcfL4yx77A9WK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35460</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/246">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NF</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55db20d7c49bdcf52162474265c66ca601054b1c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fOMl44jA4Sp5b9PpYCkzz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2256060</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11068">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FcC38n7nTB9YS1xhFOKDX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62ef427813a9bfdb49ec66ff515034d72a6746c7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41997</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">channel pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['channel pop', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Savannah Outen</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6504">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk punk', 'heartland rock', 'new jersey indie']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JlzEFwarS8ZcCGNFy11y4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7631a09691c5e95ee4144da4c3f1cf0653b53e2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54698</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Fallon</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3928">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08e6f11a70d33f5c1b129ff862d8a417ec07576c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'folk rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31878</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kkpNi8Ii5MhBMxmUhN5g9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Electric Prunes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6383">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'reggaeton flow', 'trap latino', 'tropical']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryant Myers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2782415</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6w9ToX5slZ4uIdmD17hJ3c</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe3ccda170b515bb8bdcab525b1b1f82d4df7e6a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9721">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10373c02770a2a87f4635c9f57c99239aa53c086</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9121</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">588Q45OGLjbYijHQHpWBA3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Costello And The Brodsky Quartet</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10368">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46VUHBoq7Jvha3kTAy0GPK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fa609ded32a2d6a0a78c0794dee604e5c5b8747</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Ain't Misbehavin'</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/368">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremih</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'dance pop', 'hip hop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48e38236955edc0ac5dbe291992dbf82a90e6d6d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KV3p5EY4AvKxOlhGHORLg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3614527</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3328">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yXeR4KbCx1FoHCUuPC09d</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugarloaf &amp; Jerry Corbetta</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d62892ef1662ddc7d376b7fd2907eef372470be</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11067">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['manitoba indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">manitoba indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xnTCBD4nuKAgBrVdpeKa1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heidi Gluck</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5319">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LQrsY8CFvCyUAqAtiiVxw</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6262</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jesse Winchester</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06c74b831e81a885bea87fe7eeb33a6d8f881275</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10364">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lost Kings</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hyEbRtp617pNCuuQjyOmc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electro house', 'indie poptimism', 'pop', 'pop edm', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de68cd19ae8df48e6a637d933a94180bcdac0489</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177246</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1970">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3681184cf82ac5fe600f3ecda02bd7b3e14ab33</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Valli &amp; The Four Seasons</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mcrZQmgzFGRWf7C0SObou</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'motown', 'northern soul', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">291662</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7087">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b072d2cc07280417ab7a05c54faf108364e6b750</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MM8mtgFzaEJsqbjZBSsHJ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">739074</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'garage rock', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bloc Party</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11366">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e69e0fda08802e112cff3c1c29101be587a4da68</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4121</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Maestro</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pXoY8oTJtPVGsrB4jmCRw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9182">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/046797069ecbb28d164fc1228dbb80ffe04d8f45</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['west coast trap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5919</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Tray Deee</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0P8gFUTmPZPaLWNHfEBKwc</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">west coast trap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4956">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff2096b58c5ad8646b4e361c4a631c0dae912f1d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flies on the Square Egg</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">616</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nJgNmwjVTHDH4HcrTQm80</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2060">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nightcrawlers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iUTfU4PPnlhOVZQR6AM4B</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/922555bf4ac760e015b689ba378b4612111e1143</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9056">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/109f51596aef0ef011dd7214d7d84314510aee55</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LaShell Griffin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eEi0SQv2GyHIAXdh7UvgN</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3508">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46cf2bb9e8f54eea89fe10a454e27ebe78d357f7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3X7yeRPAqw2O76f84A2r9U</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">750</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frederick Knight</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1245">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57d356043734e04ddfec4742fad549796323c56a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54330</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'hip pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gpDA7R5796e6zbvZxGNga</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawnna</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4413">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/980d857ef56cec35752661a996ff2df5c257ad69</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">933297</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jW6R8CVyVohuUJVcuweDI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Piano Guys</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'classify']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6814">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313365</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pqd3HsfsvcBGtHvPOg6eg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Highly Suspect</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8c897c40eef2320348e86b8521f77c6dccd78f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'post-grunge']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5886">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dynamics</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'afrobeat', 'funk', 'indie jazz', 'nu jazz', 'soul', 'trip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mYvu9huHeR7ho3iGAgCsn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13506</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f340606c2fc19ab12c99fa0abec6d14ad2e0246</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3549">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brewer &amp; Shipley</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b2d40dd511be9460139ca90057d59fbb97786e8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk rock', 'mellow gold', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bx9rfUR9C0H26TEiVCwdi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5758</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2289">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/949ce878cc2d336952fcb7893aa2dc7e3f316237</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ibNXJiMYOPibpS9DB9Qz3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240418</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slaughter</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian metal', 'glam metal', 'hard rock', 'rock', 'sleaze rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5745">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie North</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67ZoIyKhetbA0x8LHzUXuE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e9a0900634c7b74448975e30f516927d9c025a1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10923">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gmNwn4oNHwP0Vt8f0u8Ep</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Do I Hear a Waltz?</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd8c8ee1e30c0eba9db53fc69375b5c1c15f479f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10487">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UzPUByZ2mlcfGjh24HtUS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1161</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laurence Equilbey</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d7a5874ee1f8e891f8593b85f869323d32c9341</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5564">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6340ce8ea906e00e4ee95dea41c7dfeec95b144</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18146</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PwcexHTG0qJWQQwp05Bpm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pilot</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'glam rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3517">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gladiators</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20789e35a50bf499b3f02117f95d2fcd40d5ac0d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81248</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3L5iYAziSDnuaHsSgbkcIP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'french reggae', 'reggae', 'rock steady', 'roots reggae']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9990">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Mason</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13038342dfff2fec64766391740d1dac232d3d2b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wTcMrUyPTeU71LOmECsJd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2935">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14d82dc5044aa3fe714a8c48c63cfc5ed0122c38</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99954</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Helen Reddy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Sq7oGrYEe0BDmb13wgjOO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3730">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aMmmjZ1xCrrtogBMmg9rA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Jeffrey Group</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35d17b77bd67be5de6630d36669142d1a1176aa3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10644">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Yg7nopjxSB868AnrQ3nFm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Annunzio Paolo Mantovani</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb82599dcfa5a63809fae47622e957c13ee5fa7d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5046">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62ltJFdLVl9JUrdhzWqp0F</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The World</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18959aac8a98e914220cbdd4dadde2a015efa122</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1395">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracy Byrd</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4975e531d7f7c0c591f3b06c0b6fcbd7cf3de92f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">341360</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xxJO75NeIAF5jYruLYIDT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'outlaw country', 'redneck', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8296">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">birmingham metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kq4QvLGV5t1ZoE6ittrLQ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Halford</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2484904fa7056c00b0460650ea6de96c60d957a7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102238</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['birmingham metal', 'hard rock', 'metal', 'power metal', 'progressive metal', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1080">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The DEY</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1206</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34003389883cce303a41f6dd1e2f52e0453b7f9d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wLtB7m9vOEkoEo3WqZZcx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3578">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scottish rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7ccbbd4429bd7a7d0479b3f93f7e8da74e92be8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">401</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TeLOtFQF1hc44mnwcjgwy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scottish rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kitty the Lion</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1009">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Montgomery Gentry</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb3bd375b7e7ad66bf06137d9a0032a0d873fcf8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bGXaFVQLASmDMdjjeJr8a</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">735490</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3789">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bZ35anzwQN5e7jBYkB6iO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba8a9529d7bca06e05f78adfac611b37736e5255</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Autry Inman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/357">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27mFvqQj8KpjmdKIqcw1mG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/774b92669e05a88379b5e4c010474bbf6f44b788</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ayo &amp; Teo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">599778</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1411">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28AyklUmMECPwdfo8NEsV0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Buffett</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd4106fb43e2880f77610e25d50b584fd6d7475e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276460</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6618">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J9Z9bhqkgyqseEi85cbyx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'modern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5204ba1c009e60a0d5253dd2af7be96d82cf9159</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mutemath</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165692</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2936">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fa6c44b5a19e591d5199cf0c43fe3734b3d262e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273363</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'rock steady', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Whispers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XzHxDFTNywDd5ReMhgxkg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4088">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ahRanZQnsZmAVMNqRsimM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1298</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d40e71250114ab99419dfd8f0ef71f4b812cd136</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ad Libs</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5372">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Logue</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DafnrcI5nEpQ64jaY99jP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0623ff5a96669aba5aac92130bd0f12b7f7908c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4518">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria Mena</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rTRHzFfbTk5GL3LpYZGHR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f66cfc3c3286dd779673fbf93d889eeb0d4ee22</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'folk-pop', 'lilith', 'neo mellow', 'norwegian pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154343</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1062">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08Ld63UgKrJ0nZnCkzHtzc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47a46e916b2b4291e2fcf12f560e9c5575018ab6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Project Pat</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310935</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4211">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99 Percent</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hPPNy5OBzCU1icQO7Nrok</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15143</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fadf7ab362b064e85b70ccc89d3e0174eb6cdee</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11047">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63Hndej5RGgk4NdPxLqFoH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Barkan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9170">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62955</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a857da0fa47d0956ce943d2f647c34bb2a28ce95</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SR-71</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fTcs8dn9y6XuB2IqZMzBq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5973">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tsqczONFOCQH4Ot2xlK0u</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a287e5c508c9059518e83fd8ef541868eb9c8a00</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Candymen</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10209">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ORoZvTHKY4SuBroPLqfru</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flash &amp; The Pain feat. The Original Brothers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c5cb6cf8ecd8bb76a4cfa62e3dfe46521d90aa8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3204">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2369</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a588cca339802b79c955048a937ad263b47448a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T367l9J8qiud4dRobcgnz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Glitter Band</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2690">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3C6chBmZ9wzisBhoh8G2nK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Naked Eyes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64964</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25b269c8eee1169fac30bf4f9db04ffc8a115cac</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1709">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paula Cole</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74445</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08DLZqQd6XDAVteF9nSEJ1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a884cd4fc8e2edb3b718520b4b7b19e762a53b1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2523">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris de Burgh</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f4aa9503a96586ee84af40e85270b3308a0d791</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RpHsROrX075xfIwHn6B2U</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184208</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6468">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11065e83314f552e449eeb1ba54cc02a6ca8c0f0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175118</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'indiecoustica', 'world worship', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steffany Gretzinger</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2akNRvGNB400IDDUMr1PHW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10895">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b17acf39b1ab98da54e07c5ab564b73707885742</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of On a Clear Day You Can See Forever</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0htw0LYGMrbZifX0WNsGi5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9227">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56874</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark trap', 'emo rap', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e582d6f0965594918ddb5b4cff16cb42cf5611a5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City Morgue</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kMVs324xI4K0tQrKqA4c4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark trap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1281">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5335404</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc1b320bd06c6167997e65fd5e38d35c1a26caf1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eAWCfyUhZtHHtBdNk56l1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">System Of A Down</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap metal', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8786">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1US3cA3tVZ50O7n4xE1o0K</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e05e74fb744d3c80005fd68a49f74ef6e4fa3cb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Weakerthans</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45955</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'emo', 'folk punk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'manitoba indie', 'modern rock', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2970">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26290</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UloVKzUNJcjORzhhTWWiJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Karaoke Channel</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1be5b851e134530803c8eeb4c720ef9b9fbe80e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2107">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SNAP!</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89258</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'eurodance', 'europop', 'german techno', 'hip house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9a26c5882129302d5d283c6644e6b53cc416d62</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FrKQPjJe4pVMZOgm0ESOx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3739">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ycoXr0Ayd89vFUT6BOiWo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'cool jazz', 'jazz funk', 'soul jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22635</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/653788661cb064b681568f461738115a0a259044</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herbie Mann</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3963">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bLTKd4KnSB8KquToTl1zo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chico</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4449">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">["children's music", 'lullaby']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">children's music</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b128987f90f878c2c44ee3f4a1f4e128945da8e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2271</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hushabye Baby</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Q07VeywZl1U7Zbywcq30i</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10858">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZbEuH9mrK9nvT7sCKpeFY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2737</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac4e182778dc24a478ae29c67e4f4c6c71150a2f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugarpie And The Candymen</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11185">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/085b06da40bb8d08b82ae1837237685447fd20ac</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Backing Tracks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">812</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zTYSIlGGbY2wLixqetrvM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2586">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i5ZeP2C53G9e1GtnWLoU4</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GTR</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5663</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60f9adbd9e65ea27216422b86833c8b5b0d08ac5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4942">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stacy Earl</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06cfb0c0c2a87ac29a768ef601decfcefddb4d2c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iBlvmHlA1NJfFBj8HeNjX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6653">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24e0ca10df30bb6e14e3d5e3c48b2cc860aec192</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nichole Nordeman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KSjxPoT71Dq8qcgfWTdHh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83424</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10900">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Myron Cohen</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26a9b0c532db0fed710bdff5f84ab13f930d0a78</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XQ3ngB5YZ4XjgsZhDI2vC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/603">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25uiPmTg16RbhZWAqwLBy5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'electropop', 'metropopolis', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1742146</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15f5331e228fe1760991308b65fcad6ed65c886e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charli XCX</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/129">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43c481adb3f39709882a7058c2c4c7538d79aa17</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wY79sveU1sp5g7SokKOiI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9507679</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Smith</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6039">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Ray</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4efAr1aFhO4Y4EDHDZhN2f</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f980966328d849fe70d1d0eda428d48e9cabfb1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1170">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">742580</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a22a1f68aa7b596e98357ad38aaf18b500cbb1f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'neo soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bvcQXJHkFiN1ppIN3q4fi</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joss Stone</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1965">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pretenders</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559506</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GByy3DcfbQwDvXGCWmzv9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'dance rock', 'folk', 'folk rock', 'folk-pop', 'lilith', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'pop rock', 'rock', 'roots rock', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b65e8ef3f06ef30e130cbc4532e4b9d8fd024704</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7249">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hiatus Kaiyote</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4d55e94c5fc29aabceee6f712cb1daebfc884cb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'australian r&amp;b', 'indie jazz', 'neo r&amp;b', 'neo soul', 'shiver pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">294107</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43JlwunhXm1oqdKyOa2Z9Y</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7489">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47314</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dcc8572454c879531dd2cf12cc51df88a667a0c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Creager</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DyywGnuzXGEzlZMXBcc0j</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6632">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X42BfuhWCAZ2swiVze9O0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steven Wilson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffbc61c0554c8f6243c9db42ec4091d9c2bf51d8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'progressive metal', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204156</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11462">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">620</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EPM7qe31fyYvGYz4mHAad</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop Legends</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfd9c89b6ca016a3412bef3043396f8779fe5a9a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6981">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/608e65dbf9493194abfccff4ee0dced13fe6bdf7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154876</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KVc8Llznru8n9LVCYe9dz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Death Angel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'death metal', 'groove metal', 'hard rock', 'metal', 'old school thrash', 'progressive metal', 'speed metal', 'thrash metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6235">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65rTVTVfrZaqKAxS71tc7S</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marvin Gaye and Mary Wells</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/666c3b24a80e1448ad63714683c29a250787b917</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7244">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02eb6f9f862cf905be646bcbfa52fc0ecc994410</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sufjan Stevens</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MXUO7sVCaFgFjoTI5ox5c</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'singer-songwriter', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">881979</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/48">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Harlem Community Choir</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vneleczrRRNPF1vj0x0vy</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9485">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2929</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mmySIC8yK07j45SHfySfM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee873330d07c48f38c82f8d1327699f4a19331db</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Studio Musicians</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10855">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1542</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RKbW3DVPPhWHNfParfJ32</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad54cd18983ed2d5d152115c5ac1af0c8a568b56</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Francis</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10327">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Sweeney Todd: The Demon Barber of Fleet Street</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EoJvLCnPbPZJFAurWlx2e</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8718bcbaea83314038bcbb341770dbcaf6a0563e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8102">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cd50db4fc4a5077eddf0241a0effdde7df31c38</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26554</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11sAWrpIkFUPQlXoQqpeBV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill &amp; Gloria Gaither</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10417">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5F2L8tQs3nAcg9P4uxWufg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Klaatu</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13548</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'glam rock', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c75b99f0581681fe631010946e7449242776cb04</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/960">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165513</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Yu3b48Y29bZlI1cLPOZJz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian pop', 'idol']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b5c0a068d181259a2b0c821820fb9b30d2f6275</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Gokey</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9173">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pinmonkey</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MhnVtLjzPJf2Kr5PkWU9T</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">598</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16aefbfb0bb109a230458ff7c6e67a322db9c84e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8777">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/202ad2f31719f57e20c44dde40dacb7f1851f62a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gordon Mote</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ig0Uns8yo5FcgB7kXjmYw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/111">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap conscient', 'trap music', 'vapor trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15a0a3ffdcc83ce2f4e2c249f1f369cc63bfc147</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap conscient</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">902289</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Mosey</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zctI4wO9XSKS8XwcnqEHk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1629">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">870036</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78SHxLdtysAXgywQ4vE0Oa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'modern rock', 'nu metal', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3afb49c380059aa84801bde2513ca2dede8d27a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bush</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9742">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/950cdd6ddba66da6a9bc280373a4cf669c879852</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bass boy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">688</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2h3QvaJW4r5FLrnJ6m2mIz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/38">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Normani</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'r&amp;b']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaef9743235fa95f1cb777fb690747c2fbd7e01d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cWZOOzeOm4WmBJRnD5R7I</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">473714</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1914">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136128</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior M.A.F.I.A.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3r0OeTcOw37N9juMYyyw39</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abb06e1a1f8ee6c8fb73d040f87cb678989917c2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'hip pop', 'rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7578">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2D2svlzUpyTfcEEq0t3dgV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7110adf506936404be3e1257723dc626eae018a2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sebastian Bach</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86561</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6451">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307184</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Stone Cherry</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/098f0dd9b33a2fd594ce80d7de35faef63a1dab6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WMo39FU3nrpSz3qMgRKug</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8947">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jBfYWAs5KZQ1UHyt8wQSs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3502</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ebony Eyez</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c4fe9f53736be30a43608b1b3e4be6f9f21f8a1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8097">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elizaveta</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2a9bCkqCkLvXM0s3uPvR7M</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11367</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87ed16df4b7d087352d684254319fe7db4899562</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep indie singer-songwriter']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep indie singer-songwriter</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5185">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SgDfSfWqkZMW96aT2oQZ1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32613</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Hardcastle</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01138f4b5a6b7d1d0b02cf26f61881696226d356</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11420">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ATaste Of Honey</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36QtaDX43dspq1RBpANmTD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1172">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">507112</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c3e6cb70056a9d6ce8b8de13b9d2930d266aa5f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fratellis</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3M4ThdJR28z9eSMcQHAZ5G</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'rock', 'scottish rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8545">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grupera', 'latin', 'latin pop', 'ranchera', 'regional mexican', 'tejano']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283131</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alicia Villarreal</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1bcba40a44e7dc30d85d7d00265c638f2d13092</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Hf2g14O2TP25JUNZuvIgn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grupera</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2851">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hard rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1431</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hard rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oDWs343Hb9IVQ2wlG614V</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cbf720b61895107f2bf2cd9c3df107e25b358df</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">707</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4304">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iFUYe1KDzmMGlvCSbL6nw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b5c6a3997b47ceb5ddae2e9e2a8fedc89cc042e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paris Music</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1622</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11262">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Ball</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop', 'show tunes']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MISUlPFrBMRlIcazbEOUI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23556</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42c982b2790c5af5346e0066a019f233944cf1c3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/94">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dfw rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kwCkEJ384PWm0UQW3hxjS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dfw rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yella Beezy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365362</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11a3f17d7f03d9eefacd2423c9900c74cb6f7432</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9226">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1661</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OJuJodFHP97mJBGSJUucE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b62c1ca7d4d51af7ba3dd8de821e9357de1fd47</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bishop T. D. Jakes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9265">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8276</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gWDOIgkiklsoggs6UyZXD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Screwball</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71b5622186f4274f430e3546c4546e9bd46c0835</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6248">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Allan Davies Singers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lbHFCLPIagwkikptY3kzb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19a744efb9aa0a3d9d903b5472fe0371e13b385e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8679">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Better Oblivion Community Center</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/993eeeb755352aefcf387acd2fe5d8a8d5bd3ec1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NBmfDV6Yh3hjuQUBVvYgO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36633</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6840">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56799fb50807df9502052dc4c9f79b7b237f4fe5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Weir</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YB0tbDGk01Q0P6wcHPjpC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53017</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'country rock', 'folk rock', 'jam band', 'roots rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10993">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a86b7d9773c57693d0077690378b19fb9ddf7e25</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wRjqzG0i7IFw8s9bvBrK3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">In Tune Productions</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1611">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166301</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eiffel 65</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64rxQRJsLgZwHHyWKB8fiF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'italian pop', 'italo dance']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db47e25f7d553170c12dd396101754c7464113df</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9921">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1832bb1301f11c08a307d217e604f2af358d549d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SbSDzM4X41hnlURed0fcV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carter Burwell</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42264</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10462">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f3679d20de73a6795de977c5bbf5b6333b9cc0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz saxophone', 'soul jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3118</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">550VNM96M8mO90texkUWDC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Farrell</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8421">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbe28c16dbdce2858dc84839dccbc8d9712c3f01</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karen Clark Sheard</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82771</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76dDIM8amCY58U3uvr1Rw1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4500">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive bluegrass</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70166</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/591d07acbe06b2958102bf4aa4c1be9ecfe76dde</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AEIKVwB27miPI3uJxM4Dw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive bluegrass']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pickin' On Series</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1306">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'hip pop', 'miami hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/784978a78036fd3b0339bb616621ad3076b62125</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12FHARd9fY0Tu0ila4Ua25</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">461576</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trick Daddy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8116">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan Coulton</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">292sg99iIOc93zcd30r4Oz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1693585fa6a9c0c8ffb96ada18cc222cee9c07d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70411</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'pop rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9653">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angela Winbush</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107172</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fda504a6d7b9e58ea42983a948eec3ce66ea5f39</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EIgKOrzyOQRB3l43EfymN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11140">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27WKxS6tyPmgQi41GaqOUx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Alan Parsons Tribute Project</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a75241d42b5693486e790686c2105702af287c2b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3402">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18923</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0m7gTbaLi5fM22MiRaRf7G</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01d890735057613432db88d608cc15659c513b83</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tex Ritter</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10881">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ohtPYCf1JRAxnRofuwxix</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebcd793879041bd7cebeb974fac94b2d10c7a8f8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mort Stevens And His Orchestra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6093">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a342c9780c4be1417e2492b99d12718b85b96597</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gDojxltrRvFups0WdEYxB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boggle Karaoke</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1363">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80220</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e1b7ffe2c7f2d462c0bbd9f09c95439b8d83212</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sXhYkm9PpLn5R70U2T6Ba</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julie Roberts</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8642">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9197</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Tesh</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb8393dbaa4117e2fac5262d45da6426b799955c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age', 'new age piano']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59B2CHEMh1to8diq0jB92r</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10334">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CVPWJxLGhSdyCFkVMl15L</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2def5d5ca97f2bacaf9bcb3fad47c10b5a056210</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Is Forever Fabulous</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10544">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13911</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mick Ronson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64fc2946e4e3d6ba0cb528b0da7879cd84c48c4a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jzjxYOe3G5aeucbMg0Smp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock', 'pub rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3304">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4df69effc0075a846ffafaa2670735275407636</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'jazz guitar', 'smooth jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aRi9OzdA2ciputfuguaPK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60299</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Carlton</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10117">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby &amp; The Midnites</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0eff74bba3372f27b58b5f78098a6fd99e16ffec</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47Hz08G9IJkP4h9ogh2UyB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2288">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebb323f7c72924bd0ceb98e69d50373b99ccf3ac</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LB8qB5BPb3MHQrfkvifXU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'dance rock', 'glam metal', 'glam rock', 'hard rock', 'heartland rock', 'mellow gold', 'new wave pop', 'pop rock', 'power pop', 'rock', 'soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheap Trick</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">629955</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7247">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01PBXLThJADrhufsPS5tER</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audio Adrenaline</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60685c9f3fef62b2219ffb3de16ee015e35b72c5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian rock', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103114</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6668">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'mathcore', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90232</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tDkeVxH0CSkNiLVrsYmQs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/994ce450b6a0b21d65eadf2838d927010dec15a8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Acacia Strain</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10121">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46455</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7t8q7ikEtcPNtoaKAm9Vu6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Goldsmith</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58617532053465c8dd3725d0ebfde61edf2c6b03</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7769">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mOzrayQHznyyCwOcGGHOr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72717</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c727453ce306a649cd5d543900ce29c00eb1b74</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madchild</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3385">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'new age', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Oldfield</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293414</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">562Od3CffWedyz2BbeYWVn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b04f41784ba49ed0875cbd018e0e0e55c94344eb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6824">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9dd640bf5f1910bcf5848c14f98dd1d88b8fd7c7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cNNNhdJDrt3vgQjwSavNf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">458012</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Memphis May Fire</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10165">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Funky Fresh Sex Crew</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c6588ab6b7c9c9bf65aa13acd0a1345fe0dbd58</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uONUdYbQvflMcpxgwlt8y</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6648">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d90caae819964bf07a269cc1ec2be29a05e4cf6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5o7MNRaQrt87SwYWxHEZvN</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23258</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dead Cross</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4402">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aChaGbuNya16HNAqdgwfR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4825ae1b564d31f91c1cb58962c22fe3485465e8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SBI Audio Karaoke</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3562">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['spanish invasion']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4172</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1a934Bo8PYrALBPndbkISF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4637f81a4adedb6a0915fbcf072c8d80b679aeef</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop Tops</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">spanish invasion</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6346">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy F Gibbons</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6799</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69Iibc3uQ7x2vDeZxTwKCw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f60ed96b590f500a0cebbb3e4c64fa5f21b19de</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7398">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'dreamo', 'progressive post-hardcore']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YvQkjWJ5ykJVUNP7YbTy9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96bf96cd973b2a9604ae0969a016422249e8ddf5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">From Indian Lakes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51335</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10854">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1042</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Im68TDDcrgUf5i05UnXrl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Cochran</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feba0c478e78f26f5fbbfb23fc8431a214416596</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10013">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70b1c91fa24ad66f8bda05c8057567179f0013f7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Hope</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['violin']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">violin</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59r5UU2HOytn9V5uMZ5Vur</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14186</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8071">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'melodic metalcore', 'melodic thrash', 'metalcore', 'nu metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38797f841e0a8f659ccc688ec90c3d74b859c76c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OgQ0tvf2ldbdlm8sXyx3M</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36623</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">God Forbid</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11227">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/305b61d52d4b8eddc5ea33e5b99e1186b73130aa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2w7IutHv5g4e8LumrwtjWR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3603</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stardust</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4169">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05pAwLhsutiuj6gerEwGvU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16d1295edabfc22820551731b122bb049dce2e40</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lefty Frizzell</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46997</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country', 'traditional folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/529">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep underground hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8658b41e777f8d1e3c2e05bafa1e07bfd43e1ec9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep underground hip hop', 'indie pop rap', 'pop rap', 'rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Futuristic</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z5jUyiNvFaqp0EVyLNf0p</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394018</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8065">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pgvlX0BkfmeirXTDiNmya</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Inquietos Del Norte</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'latin hip hop', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcad71c8e9bb2c5954f73456c75820644234fc22</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">570945</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2189">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f57dee53a65cb390d87f48cf8fdede8d7234cae2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisette Melendez</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EHBN4iYnUq7kLpfEnDONk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18230</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1429">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">652658</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Travis</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pTuR132U5b4Rizal2Pr7m</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abbd90d95bcff67700b8478590601f3eb2c77c75</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6918">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackyl</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79145</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55c50358ae20d831b435cb2349a3238052997ae8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jdirYL01245TvAH39GfM6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10089">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6P5mUAUKyS3zLAPPv7xobx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie And The Poor Boys</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfe832903356bc0edbe686372dfb6781fd675c29</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11302">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6piiChdjB4mmBVvOs7rWco</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hollywood Stars</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50743214da9a005ff7af1639237b64da8c426675</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3417">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">646</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vjeJ712UQutRhn6WJI4sF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dawn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b80d199540c0138acd8629b142ad0996ce18c9a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8434">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20265</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56deb44b7b9bd37d7f56d667b644b48e48e0594e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ted Leo and the Pharmacists</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'gbvfi', 'indie pop', 'indie rock', 'lo-fi', 'modern rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hbH3dvtk49g07qpc1QwPe</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6210">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iIxOyBhMCDCFwAYGM6B3P</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'doo-wop', 'surf music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a984adfaf6c949bc8e8b2814ee6ffee550d81462</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rivieras</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2327</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6270">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35810</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'louisiana blues', 'memphis blues', 'new orleans blues', 'rhythm and blues', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iOE5ItEv5xr9fmKi7GNh2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3add332d7ef9f0855a63ee080e42149a34c84084</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lloyd Price</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1621">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">431047</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ol' Dirty Bastard</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdcf0ecd5b041452681badedca98f7d3b8494c52</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50NoVNy9GU1lCrDV8iGpyu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7675">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cathedrals</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18410</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60d38d3bd1182f2e16344623b2b32213d01b3712</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rUTHCNVy2FS3bCmzh5m7F</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/321">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1q13yHC6Syg5Y8iPLrRnCq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87fae71d6ca62a3821c1c37e42f9c62b317308f6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joell Ortiz</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'battle rap', 'hardcore hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78019</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2934">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281023</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sister Sledge</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'disco', 'funk', 'philly soul', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f166e5a03b893755811bf7f0040bc089338f04e9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gkWznnJkdkwRPVcmnrays</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2112">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Appleberry</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XDOHFgZoRPljL3nSeYJtJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2103">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/041078099f84ade722bc27a653c803ccf6f2057e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6X0dG1JElAP4z0ardgJGjY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wendy Moten</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1584</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3761">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73b24c9b83bb1973910a9df0e0337fc64a10251c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">buffalo ny metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">879</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wdOFU1EmFgTblMSwAKQEr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['buffalo ny metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhinoceros</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7488">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1419284</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5390ca6bd240b2a15b71868d1d105c3d6a7a7b17</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BvJzeQpmsdsFp4HGUYUEx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vampire Weekend</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/14">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2873f90f994289db10fcbbab0c5a789ab6670a0f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge', 'nashville sound', 'rockabilly', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenda Lee</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128895</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cPHsZM98sKzmV26wlwD2W</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/323">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27vNK840zYq6IfDijHPsv1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gilberto Santa Rosa</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824091</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'salsa', 'tropical']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3fa2a7587f8025223f230b9b8f59c5d784877ee</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6817">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lounge', 'vocal jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lounge</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215087</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KyUat70qaniuiZq63HzFZ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pink Martini</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f8c8edbe4650a8e5bc172057d94b1d9cb81d3c2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2734">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1779</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reflex</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iNGtKXGyniqwVhXfbKpk8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ea7ee55aec263068a6bc79c840d29eebf520de9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5035">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic russian rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5171</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qqNkaZGPRMuPsbyff8zQg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gorky Park</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca9ec50f57ef777320c379ea95970a8e127cf5f3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic russian rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4291">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e627c26065b7b9176d855f404f299ef7a1eb815</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">966</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Singer's Edge Karaoke</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CtgjasLNN3Ym8SHm5JuJn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2139">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">850</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ephraim Lewis</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73EwFWNtYCi27o7nThnrCe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c336a724c9ae6250a62b884258b8c8c416e81dc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7911">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8906</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Mann</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2db7f1b1106a640f0e2ba71d9b3b5d9d9e7ff48</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rPpyefeTtPZB40uiXMxgS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3420">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Rodriguez</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2301f6568ac78d762a93030a3f81ed81985f3634</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21113</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hYruMimtF8axJGLsFpfoU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1676">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Fj0R2t4HaJa3oUe8azB8R</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ty Herndon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62860</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de63fbdb9981b2ebbde81746dac535b63ff39dce</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3586">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock steady']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1038</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock steady</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ansel Collins</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01bfe96d19486266aee302bf76a7bcd75e5b60a5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IH1Rx8zeWyZLVrBloZp1Q</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6658">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">HAIM</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">811335</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36886891c5bc3d24925e11c51e6a8760a5c88208</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ui2kfOqGujY81UcPrb5KE</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'folk-pop', 'indie pop', 'indietronica', 'metropopolis', 'modern rock', 'pop', 'tropical house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1862">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4a7CDXcRCXi4kp5z7SEXtg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33755</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Loeb &amp; Nine Stories</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/834c595bc8f2d007bfdf9d1d87d09c68a26b4089</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6494">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da866b372fbc825faa479d8bdf471c23f4a6a0f8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago drill</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago drill', 'chicago rap', 'drill', 'rap', 'southern hip hop', 'trap music', 'vapor trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">690590</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QdEbQJ3ylBnc3gsIASAT5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G Herbo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/173">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royce Da 5'9"</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DVipHzYsPlIoA0DW8Gmns</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352937</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'detroit hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/811d6567cc46a6950269b41154b547e2578d4d10</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4376">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bacdd5eb38806862b5474ce8fa8ba9f88d598cc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Matthews</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13vQloYd6mP7V1mVwKJwS2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176435</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9511">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2377</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mary Nixons</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7n64REXJrgAZTNmbCZo4RJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a3170a27dd3b5250b432dd2fb375f0f85419141</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5173">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Feargal Sharkey</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zk5lgbVEre0rKRBqiKt0T</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7722</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/464396ec8cf1f963cb0a2e108a350e583da48f84</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6875">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">roots worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['roots worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wfZ11HW7iOI92GLsZpc7K</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a8b1e907ac0df884d13a93cede174faf8230463</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1028</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith &amp; Kristyn Getty Kids</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1826">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1253545</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bad94091d5b5de72358736e1193b719a2886f0b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Z02hBLubJxuFJfhacLSDc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian pop', 'canadian singer-songwriter', 'classic canadian rock', 'heartland rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryan Adams</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5790">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f81b913be71d6e8cab87ef3343b38f2355ac0b45</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iH90f18JHtgA6f4hjJpo2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Bloom</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6993">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modern Baseball</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203808</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'modern rock', 'philly indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0591e7b3fac36cd76388b0c4e1d41ce04e30199b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HxXNvsraqrsgfmju1yKk8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3348">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0a1BmEq1mZ5ufKMC2fsziR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4496</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61f440e4cc36e32ef2b68e56be1ba4ea3877f16e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'brill building pop', 'classic soul', 'doo-wop', 'motown', 'philly soul', 'rhythm and blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tymes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5150">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c248effd764b50f14a28e46d05c18e90ce2b79c5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2997</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timex Social Club</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C0HVpji7xDIdGbnsdUwCt</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11498">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6268</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'easy listening', 'exotica', 'lounge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hugo Montenegro</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JBc7Jztn7EdEVjyMCN6Wi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c267b16c028d3386bfbfde5a411ef9ac12d11166</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5199">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HLM2bAKCx7zyXgUlusAfG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e995c0f662cfe4485f481687c7a493b8d2fa679f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rowdy Heart Music</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5054">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e77fda853874c14f68850a27c9aadcc88d6bcae</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Noise</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">548cd70v7qnRrWayACDc0m</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5660">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2571</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Moore</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'post-disco', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f40ea90dd8af3d06fd6646083277cc4ada233aa4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EialtL6J5R7O0exgdgQ1w</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/592">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Schulz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fc10b5375c71111e2028c150cf57988bf06554b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep euro house', 'deep house', 'edm', 'german dance', 'pop', 'tropical house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3t5xRXzsuZmMDkQzgOX35S</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2136494</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/279">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1379789</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'pop', 'pop rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b69b8f5e80d58a9124b32af61a25b6adad57910</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DIS6PRrLS3wbnZsf7vYic</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WALK THE MOON</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/305">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25NQNriVT2YbSW80ILRWJa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">912336</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faith Hill</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dbb92727d3ecaa99f50cc0cda627cc33f6f1160</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1605">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f54b7ed44a3e01ad164911cf2f4c3d5454164297</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16101</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hoku</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ftZLBtMuNBXnnDFKbAblK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7155">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ccc41cd0ff824d9d9868009f31b17450c1a2dc8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tlnuBsCPe8BHUuADPvUSL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Rawlings Machine</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30245</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'deep new americana', 'folk', 'indie folk', 'new americana', 'outlaw country', 'progressive bluegrass', 'roots rock', 'stomp and holler', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2754">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ab39c74b4a16719fd3cfff027b2249bc0c67485</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57454</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6scOultrkXrQsClcbGKM7e</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Motels</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11283">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Yarrow</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NXaUj5eqN5RP6zPUIk926</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/069c5172d270518b280b039d656dbca3f5bdc39d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1763</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6075">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz organ']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1118</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave "Baby" Cortez</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fGPj0sGEcZACQTUVbz3NY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz organ</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ed1135b3233a9c0af909b53ad34e482fe482e0a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8308">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beverly Crawford</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24718</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/218d2f6b2f4b96b534078a47baedc98a69db379e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68qvLA55vYTJrGUvVHOb4M</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6934">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58017</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b934378b94f01a1755f446ee9798aec1bed7b668</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4I9kzJ3Ew3qPoN66UPJUl3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Revocation</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston metal', 'brutal death metal', 'death metal', 'deathgrind', 'djent', 'jazz metal', 'melodic death metal', 'technical death metal', 'technical thrash']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5439">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6076</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Musique</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5456ed98a15b6052f4aeb0a8d6fcd298037ac358</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JO0fCMUiEJtUQjyOXyaCl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'post-disco']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7323">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142299</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Bingham</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31z9f9AyPawiq0qlBO1M3i</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'new americana', 'outlaw country', 'red dirt', 'roots rock', 'texas country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1158d7eda1afdf946e36489ce42455ad6412aa58</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6275">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dale and Grace</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8ffd371bfb0b542c0a55e83c50601686a29893d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JiTVe8CeBJjL9Xx7wPZMS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8664">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Morello: the Nightwatchman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34QsDw2FoLKi9BPllU1na9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ac5e1360300d8a3bd928482f8476b069e09499c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18453</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/955">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1461319</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Godsmack</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dbbbb46a8b51489ce42726a31da9220a6bc81cf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gZq1Q6bdOxsUPUG1TaFbF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10470">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a41b8b3aa7d10409dbb6446bf0e3edb091cb98a4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Triumvirat</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24352</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lnV6khgTreN8QiqtSAAgW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'italian progressive rock', 'krautrock', 'progressive rock', 'symphonic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4509">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gPvtMVcRsFlji02WrCvmy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dre</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1282">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vRSocKbGh7PsQrYRDVMEF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a7034a110cbc1d83c41401f5b418d8871b27c2d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindsay Lohan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">517054</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3553">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jefferson Airplane</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qFr8w5sWUITRlzZ9kZotF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">781426</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'classic rock', 'folk rock', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9ae31801b767795dd3060e5529478e534b02c16</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10592">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f093e8cba6796d12d6b1737add5b89062427c0f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q2i12GmLL93HpS0DMb9bD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Paul Hammond</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/281">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zac Efron</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6U1dBXJhC8gXFjamvFTmHg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">535495</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/735f581e4a58d772bd495494dceae99120ea0f4e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'post-teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9179">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VdYBOJ55CchyRRCGiZnL3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c6bbdc3b9c7a3dbbd9d045abc0c02f4a381a49</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doug Martsch</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idaho indie</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idaho indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2597</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10915">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Panchos</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">248479</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4eb1e20f616a39efda501b3de80a013fa4cb7d5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'ranchera']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ker27Wbb9OcUHGs54JIAz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10746">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18294</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4dd5f19e9a4e051d8b08dd5f262635f2d7542b5d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338mC0yGyX0C9of8QMJ5hK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Ammons</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz saxophone', 'soul jazz', 'stride']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8119">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15340</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Honor Society</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wYJgFEDVZmiCywTxOmoEe</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa5619c9ada7c3116d1e054c9871e01a9a62a3de</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4512">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dea5c2dfcc781e53883de390838726f9382d6209</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38240</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ThUOWiiWP3YdZqs4WYNOi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smooth Jazz All Stars</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10317">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14388</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chaos UK</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'crust punk', 'hardcore punk', 'oi', 'street punk', 'thrash core']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b3b5ce45ec57e2a8dbd091a94ce8986aa7167b2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mDljJeVHRSAhzaR7U5EwA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5436">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/508266b6f73fcc8fd3315d8b661e93649a4f8512</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chanson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cLO4Rp0fb3Ba0qPaGDcVe</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6023">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Hughes</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3fef2b034d4ed4a5c6a47f12bf9721d88ed98762</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3574</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ac3Vb2xO8UGlSHlll7RFE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11041">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31NJDSG3JJ4oZ978LICSGi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Thunder</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2493</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d009330f69ceda7a90e469e054126c9fd790b4f1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11119">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7n2Ycct7Beij7Dj7meI4X0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-pop girl group', 'k-pop', 'k-pop girl group']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TWICE</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3706376</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69909e688cd2f3cf6a57eba5a31658260fbbb156</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-pop girl group</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4807">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Exposé</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UKk5BZQJw4CwmF4Txr9BG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/907f410696ecde12be745949c5930a5c7690c964</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2591">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hi-nrg</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JyfkCTV9FO5Yipee3f9EI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trans-X</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hi-nrg', 'italian disco']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10527</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f95d749e797ff999dddaf321b571588611bbb6c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8258">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert King with Stevie Ray Vaughan</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c66b97b4ca6dece69376bcac6aad0aa39caec07</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2709</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VqJzfntEbQjjuCWyDfpZa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5735">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FjN7dLruHKgrSDbKtVCvx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b862322079f71caa28e0abaeb64e4e27365f00f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Eyre</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10639">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'neo mellow', 'new wave pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259745</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6edGSAX5dVpeJVwu1Q0NwJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02a29c0fce7067e7acac8af102543523e2380093</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lighthouse Family</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1905">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7554847d0f7fd793493ee16d51f8e7b84768798f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Doobie Brothers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">929254</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39T6qqI0jDtSWWioX8eGJz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3966">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f89a2cd09caa48f9ea9e6118b2fd73f7e87821e3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2m1U6h1ez11yrFnmoMiBjK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Americans</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6467">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'indie r&amp;b', 'pop', 'pop rap', 'r&amp;b', 'rap', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483622</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Bellinger</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ibAWtDtmEfaVhc1FJ3Vl9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc8ae70505fbe7f16cc7c7d104df6716f0683421</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9036">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'hip pop', 'indie r&amp;b', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vfR5QRc3xca0KvpG8KZBE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90223</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abd950644580783307d7f3f4960215830be0239e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teedra Moses</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7946">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Banks</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h7Y3QR7IjzAD05Qw5QYO4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a61bcd9f3002ed4a30497be534c821fd6337c819</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22392</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3321">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec163d32cabb18044284c5287b8107f7c1410b4c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Main Ingredient</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85779</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vuD08WKtmp1yc7kQx1rBm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5746">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adb0fbc1e938527fc0f3d0bb58f1b4d8659363fb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cyENLzpUJ2GfZJwmWxlI4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie Hart</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">711</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3283">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nNkKMkPl1qBCEW3Al9eVV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4dd44ebaa557fbd6fb67718e77b43244604d106</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Swan</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swamp pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7966</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swamp pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/641">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb5e0e093f911055a20a38adee2a32e953c17de5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'modern rock', 'neo mellow', 'pop', 'pop punk', 'pop rock', 'post-teen pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neon Trees</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">767730</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RpddSzUHfncUWNJXKOsjy</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5504">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zSPmsWqRI5tzHhIenchYF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Q</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4052">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b494bcec6604ffea8fa441e90f1b3d38bc8dbe3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Weston</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14134</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'northern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71pUA2TXf3JHUPUgsjLtuL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11427">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72V8UKYw17GjsPjH7C5XIH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Senator Bobby</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7284">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171340</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hopebeat', 'indie pop', 'indie poptimism', 'indietronica', 'la indie', 'la pop', 'metropopolis', 'modern rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smallpools</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iiQabGKtS2RtTKpVkrVTw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9dde17d8af9c1d6e2cb0f176e62e1bcb896996a6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hopebeat</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5748">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Kt9jng0C5E6JzOSez6Bid</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2347</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8119094b26531a6f9a219665162f78aa0ba56c54</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ponderosa Twins Plus One</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10893">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vintage hollywood']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mae West</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4308</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abed99101e425fd095f7d8d8619c01829e8d7d51</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vintage hollywood</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aiPGAbZSHYGO0nyrpUnAU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3573">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noel Paul Stookey</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jOImUkQkjgfBfDeCNQWyh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2556</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8c0d0b3437781ae24c66e47ce81795cc2c813e3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7555">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74IEeKcuS34kF2TjOigXra</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donnie McClurkin</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d2198fb428924342dd6f49f01eaddd7ee6fbfd6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203234</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8501">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Schultz</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s7Ro7Q2XagXEYhWbI9PHv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bd5e86ede1ec1d9cc828e76eb50a46c00c9a2f2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67830</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10143">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c66010b8d7c4178e76c6c920b18e5901d800648</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zMX9gWf1DKhvsYHUCbBF7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T Bone Burnett</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">roots rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17792</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['roots rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10594">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107581</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'hollywood', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hItVPjwJLVZrFqOyIsxPf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Judy Garland</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb176061d33ff8d04daee54b00a6f4206d1c0ef5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/491">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prince</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3739133</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5a2EaR3hamoenG9rDuVn8j</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'funk rock', 'minneapolis sound']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0040a9952a800042a6e85b2ea3c3b9cb6a077edf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2126">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore techno']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5U8a1iaV0mBkPYgtEdh4lq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1181</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3355a28a6827e43596810f417e7759a993688225</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smart E's</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore techno</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10843">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bare Jams</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oI2CfnF8Oy1rT22ZB176e</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2930</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49269e19628dc848ef62c9e781fc3498ef54319b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11248">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvin Cash &amp; The Registers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lhlZw4vM0CJjJqdUlJtce</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8092">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rumer</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british singer-songwriter', 'classic uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Mk6GS1Xr5tqlQyPNkMZzx</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46994</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed154a786b485388a4948020245e59ceda768d5f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british singer-songwriter</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11194">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fb4184f476a5b394efdd9a05e24ee6a7779ab3e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k5mfxVX6EdYlxuUCT17Fk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pierre Ex-Magazine 60</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3047">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6752653af22e52dc99f454064a072b637634439f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">492015</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patti Smith</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'folk rock', 'folk-pop', 'new wave', 'permanent wave', 'protopunk', 'rock', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vYkHhJ48Bs3jWcvZXvOrP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3224">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">384074</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic canadian rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85889b4eca7e1158430b00889dc88d4715941ab5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bachman-Turner Overdrive</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q4AzEtCoYJyXjMMoEkSU5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/628">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ingrid Michaelson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f78ee9d606184ac3ed4479215181f68b07d3ef5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">598521</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vm8GdHyrJh2O2MfbQFYG0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'ectofolk', 'folk-pop', 'indiecoustica', 'lilith', 'neo mellow', 'pop', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6454">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HrkLxQHZ5mgCtIVpiH5QX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133540</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">From Ashes to New</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daf95b73b6e57024593474644a1d238d174f38a6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-grunge', 'post-screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2368">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8a642d59dae8dd1bbcdc6c5c62c4c7e133c6390</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42770</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'movie tunes']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donny Osmond</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZEAzHE2TzAwUcOj6jMIgf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11162">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Swingin' Medallions</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z53qNFpD23ucu5R20Q9Cq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb1dfd0368c9be920a502b59f30fd748a9c51d29</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3127">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">permanent wave</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['permanent wave', 'punk', 'rock', 'skate punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1523242</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1co4F2pPNH8JjTutZkmgSm</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30ff88b596860cefb7a138e2e3dd3af771381231</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ramones</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5026">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brat Pack</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dHBWze4ny2t71WZIeAbA4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b396f6c982c0d138fbe1f286093b31eee1af246</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1107">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TLCPR1sMYoNU1jA7O4uww</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.O.E.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/855d50dffda5d3abe77ae8b0226edbb8b9b2f85d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/92">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sBkRIssrMs1AbVkOJbc7a</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d385491147314cbbe2826da3a379902891f97213</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Ross</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3351488</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/143">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1139634</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cole Swindell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c88b1f7964792561679ba1277009d8b69135fc6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mfDfLsMxYcOOZkzBxvSVW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1005">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fObcBw9VM3x7ntWKCYl0z</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colby O'Donis</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6173ff99f73ae831b2b3fdd4ec26cd7f2c66496c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81979</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4841">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3965</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freedy Johnston</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfb7702b810bd9266006b232d1709827d8cf0686</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aeoG3xBrai5JsTqVmmgj0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3082">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SMVzTJyKFJ7TUb46DglcH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1446b47a02ccfced95fd29a0c389b877968ed878</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">346392</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parliament</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'funk rock', 'motown', 'p funk', 'soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/33">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/028bf41acbd7858a4a8acf688a392d4ee9e369ef</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">884764</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lpH0xAS4fVfLkACg9DAuM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'disco', 'europop', 'motown', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wham!</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10297">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b3d5b9239ca8c03bc4d9ccce4c4210976914f19</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stone City Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MauOPW6z1oqN2aTl8qIk0</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">535</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9764">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical mezzo-soprano</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LRudrdHDsUMRKRIkXUTc7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sally Burgess</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical mezzo-soprano']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/276b7c399241b13003d130fda4ade9dc9735046b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/214">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d6e7fa3946448178d50c8e3e42c517a6dd06aa1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5128353</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iZtZyCzp3LItcw1wtPI3D</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rae Sremmurd</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1957">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69a194090f15c5f91817ae0b7cc382965a4e4510</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hN9F0iuULZYWXppob22Aj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">827760</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'scottish new wave', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Simple Minds</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11020">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/966bb5e8de9e1284e1d85b753eca50a46c7a5809</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XTtYYy0hqoC9mpHd6Iexd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Diplomats</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1951">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'diva house', 'eurodance', 'europop', 'hip house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbaa43f06e6b8366e50940f0ccc63cba7e00e667</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80276</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corona</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26T6b8maqEVltcmE4kSDUl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2879">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1166</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buckner &amp; Garcia</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3byVCnJiYgvRU7y5VsMHJI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc450a9d709144242c6a9a8a7a7d1f3d180ec3cf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/122">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ace48339c5cdca66a84a780aa0e6420b35b638c3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6461820</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0c173mlxpT3dSFRgMO8XPh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Sean</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9126">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42153</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'candy pop', 'ectofolk', 'folk-pop', 'lilith', 'new wave pop', 'piano rock', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1x1NsoNPyVy6FlgSLSovSk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chantal Kreviazuk</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51735998e9f5a606bfffeb86ca5fbdfd7b3b4457</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/971">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'emo', 'neon pop punk', 'pop', 'pop punk', 'pop rap', 'post-teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">355039</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aYJ5LAta2ScCdfLhKgZOY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cobra Starship</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25e630bed4195828dbde8130c47d750208a3c58f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9619">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Three Tenors</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8821d563fc3937d33cd5ad656f8a3fcbcf617b8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DkkiE0G5N1d1AOG6yTMOo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43790</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2469">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZXLmQi3SPQEh8mXNDldRC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/400a04688477c94cdab56b0b9486e8293ec9f2ba</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5050</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Adventures</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6640">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83b6b2fd8c8698f06e1154c60570c097de346183</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wordsplayed</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AKzJfX9rdEu8WOqeBLEaO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25016</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6864">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/022102638a204d6cb0bb6276ba2656f9c92bf2c3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MRBDr0crHWE5JwPceFncq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3491562</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juan Gabriel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4768">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">For Real</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53CmNhCajbQR9LxpLOf8gC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1523</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48ec0d08753f46f4a3099d07e629d0058361fa86</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9030">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25zqla6idSsT665Ngya2Sb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f57788f7007839929053f8a387b098287fefaa3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Notorious Cherry Bombs</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6318">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191823</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Polyphia</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98f9774a35bb153dcf5d077adab01abc5f9d8632</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vGrte8FDu062Ntj0RsPiZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8741">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Dize</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'pop', 'reggaeton', 'reggaeton flow', 'relaxative', 'tropical']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LKXWvXFWrkwUzJWxzwVpW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fb75163d5836f4479ddc91775694ba79979db4e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1524539</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5674">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gDmirZwdIYHGozUPScwgK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">563</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24341665028c35487586bfec7862b2c9bb496437</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Blue</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10397">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jan Akkerman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10147</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1954cb9b695e91596a8af46a5ba6e549ff278227</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JeTATqIkiHIjyrdOyr68t</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists/provenance/048d1a09/2023-10-20T13:24">
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#Provenance"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5032">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6d20166ca2b9c259d3496d85790cbebc5ab4f79</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">604</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calloway</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MKSm2U72NzNdxRjMhzyHh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7037">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41239</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fWvSXbvztkeHEnEuYvU2A</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Mould</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/753b42eb132949f16935643c5f10a63f6feaa368</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative pop', 'alternative rock', 'gbvfi', 'jangle pop', 'lo-fi', 'permanent wave', 'power pop', 'roots rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/467">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f57c69e2c34edb9847af7ada2e67449d1754df1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Galantis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2694685</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'pop', 'tropical house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sTQVOfp9vEMCemLw50sbu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4669">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweetbox</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G7NK00vdfxNtdjLOfdUnZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6008</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f3ae8c06dc0aecb0d5a7d06ea52daa20d326f39</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7320">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4I2BJf80C0skQpp1sQmA0h</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'baroque pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'melancholia', 'modern rock', 'pop rock', 'scottish indie', 'scottish rock', 'singer-songwriter', 'twee pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/952e0b99a4e4cb1f9558eef99d5a928fc5100d90</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">423359</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Belle &amp; Sebastian</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2826">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98aee9f4d6f91c956ca53774dcf93859e528d3c7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'cowboy western', 'nashville sound', 'new mexico music', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jL1usPiGDK8TD46zJP4gu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12077</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Martin Murphey</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1572">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ddd86b3cfc0e203f952c5187ec65f89f26cbc75</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cam’ron</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iMvwE8qANp3aIfAGKEAwS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323770</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9677">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b93537d7b876f1e1311de5e4000f1f53cbe478d3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DyvOMCiHg05FHhRDUbzkI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">508</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gringo's Washboard Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7945">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac83ef48372211c9b9d24d1ec9c6b9cfa5bcc343</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zmk5lkmCMVvfvwF3H8FWC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elle Varner</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">227275</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/310">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Pardi</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac93115d44fc860352cc30c9342ae6eb79ad08dd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">809703</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MoAOfV4ROWofLG3a3hhBN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1552">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['old school hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20164</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Kool</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SWGyp2nxNSyQkRX1eqoUp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">old school hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3fcc2f7b94e282b51f7a16ba38dee88d288405a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2900">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Knack</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85851</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Nn9YwJzcaeuU1jJL06e3r</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'power pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f5a283dfaf275c565879058920e5ec99f9833b5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5451">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Belushi</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">456</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ESKnB3MUdZktI7uDnsGnx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9747">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0126e926410ca2b637f78267a4acab3c638290e2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2863</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25pr3OydT7O7v6ZOzSXrsE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Village</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9958">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17665</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d38b16ffce57cf56dd48c184dc798f3554cd32a2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audio Two</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10toSzLMkc2zIYiiAemHt1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'old school hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2371">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Indigo Girls</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wM29TDTr3HI0qFY3KoSFG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0fad7079bf6267a31ead3dd5b763db8d18f55c0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142319</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7491">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4907</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc4f0baecf15a81114701c3eb3b8471ff9bd1469</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cc7BvcBlQC48pdFv2TRUh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Puss N Boots</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10724">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca386b1447b3aca4e97e876970677eddf2107171</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">468</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The San Sebastian Strings</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SPV5qSO1UNNwwBCzrNfum</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8201">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror punk', 'psychobilly']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15659</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick 13</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror punk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39tAB8gHpYHUv5OrEPU5qO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9e96f6143468aba6c8d34e64f2358c23266a77d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4695">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EJY1WcqU1y3P5GKl1VqzE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8240085644b7e498cd973a0fd51351e964446ff8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Instrumental Jazz Music Ambient</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32520</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10548">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5638</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a5932713b76e032d2f2fee3eefc18992cede60f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VAErlnVRxRQk8ZvZt6i7e</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'texas country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kinky Friedman</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11193">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62d573dffdb21645dd1fa8d0a090d3ed33eca63d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Purple Knights</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">698yZaDKjJ52S9qpcXNc2Y</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1470">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86feed2f52c64fee0282408b5681042b8f357013</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Las Kala</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">451</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hweXBppoySy22Pnn6FZ7s</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9681">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151040</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Van Shelton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uaaRGr9KMfYPDaUnBIngc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5b4d1d824e375432f5d128dca90200d82167141</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7358">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12bfee1f24e00d74f4ecfcd9c27157002d7c098d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OftZbLfcqulxWNZMX8zLI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84592</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wade Bowen</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7339">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d10e1384de742029cd6b703a97cfa1f600a23ee</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'piano rock', 'pop punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Copeland</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69564</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31HpswGOiF0Mc2wm11sIoN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4605">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2c6899b380472382e5b6837c50987116640f277</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ballad Singers United</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1154</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XV7DmS330NZ5IwdnzConn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7112">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thomas Newman</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136145</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1csBgT42N4pPPs1HJhxXIK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2c2eaa5807a9d352462c04cd99bdcafb68448e6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4633">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55223</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d36c5241ba013c0250202030b03f3349fa955925</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevon Edmonds</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3an8oUQQJYhvsqS59GQrqR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7458">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5928</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PrHnMBRb8W0Uw4jMD5d8h</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caleb Johnson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6211fb0749840b5b163d67932887e90935aa0875</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2418">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Friday Night At The Movies</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19790</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff1f4f838de1beb706c5a4ad2870499f3e945653</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vWJnrBCvPOS7aBgXsBS2q</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6165">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d47f679cc9783d191560b7e33caa26bd35a63d50</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Searchers Featuring Mike Pender</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rIGUXMZuifyNqaqj3NQdM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4706">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kinsu</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZUNLJImMk1ojTPpNywtko</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ff85c212e8742ad8609f5caba79a6c54508ab8c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/160">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'candy pop', 'dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avril Lavigne</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4816952</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0p4nmQO2msCgU4IF37Wi3j</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/035ad2a01098302eb1d195668fe153c364cb77b1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1996">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AQ0DbTqClXfpl2lKHKzmV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">673</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88f64caec12dff3e7988e165d4a0ef1963d3c417</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EPMD Presents Parish PMD Smith</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8441">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XdYdbtieFIBKcVFG5lKoR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13cac6d235a9efad069a8811430901bdaa4c8981</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butch Walker and The Black Widows</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4005</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1275">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15ae3465f22a282d3d7cd40f45e768437c0d2c74</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Relient K</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">257024</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian ccm', 'christian alternative rock', 'christian music', 'christian punk', 'christian rock', 'neo mellow', 'pop punk', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nJWBJvK7uGvfp4iZh9CkN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8971">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8580601f9160edb21a1bcf859e3c4916051bfad5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dark new Day</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard alternative', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4p4w7caKUrj4emHsdmSToC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30117</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/artist_type">
+    <ns4:name>artist_type</ns4:name>
+    <ns4:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10301">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IfkFoyLbsgahVvNfPnV2y</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16364</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36ac819315d23dadd95b86cc582333606d1d898a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sylvain Chauveau</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient', 'compositional ambient', 'drone', 'focus']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1899">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284539</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pHeBYl1yujXcZqqfF1UyQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dec4b830192a048fd53817d9f43c3f73b777e4c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'jam band', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blues Traveler</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7640">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65643</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13UXMns4uwUrEpIzY79Qgw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daley</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c1a6526b89ca4d4d09ebbe1cfc5a73262a8f722</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2306">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22TEmHXBBLjTec2LOAuMdS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187272</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/059240b7477afff307b05c5a1d0cd32aa73451e1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.A. Guns</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock', 'sleaze rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9363">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steps</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'diva house', 'europop', 'new wave pop', 'uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1a3fc0fa39b5903157065ec2a31871c6a97f51e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183211</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17UkABEasVRlCcIFZ3wHb7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10679">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Travers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b94f6912b759bc32a051d2918e96394fa01c8c17</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HvnqkaUlhgqBmA1kAXdfy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4653">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33JfM2NgTRFT9wMoQvcv6T</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Talent</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">355</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6502">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21fd020702814141806d6ef2548a51fde7a5d256</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indonesian hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1158591</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IDLDx25HU1nQMKde4n61a</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indonesian hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Brian</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6029">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'boogie-woogie', 'electric blues', 'jump blues', 'soul blues', 'texas blues', 'traditional blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12151</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d4b1f790da17b85208da5f98f3b4570b36bf839</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lowell Fulson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VhvGNnWfzmlEyiuhzdgf5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8478">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78LOZfmCBpTxTkuqxkLWB6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d51d0e5b0196f8388a64e7f0b4c26ef85cf9686</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39244</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Swardson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9261">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'dirty texas rap', 'gangster rap', 'houston rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' O</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47782</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AT9sg0RsOjLd4gfu08Pg6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69f8c7d8d67fdb1cdc65f5565bd9de09c6b1ee9a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4661">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mHntv2YTYHAUyCVObZFZD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">373</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BT Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da045e3c6638f2ebeaa00c009f2cfe58865508cb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7496">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jacob Whitesides</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05tyvnDgYMhgagYbUx9td4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop', 'teen pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b579910b5c62fa7d640e6ae2b43119f029406d1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278150</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10856">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['israeli mediterranean']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uQl3gu1AIXyvqCAxnc2q4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105072</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eden Hason</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">israeli mediterranean</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcd8baf5bfd32521215aced5fef35fd91373fdb9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8080">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d38051ce44024a4384834a4eaa64208ebf8b378e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'heartland rock', 'indie folk', 'nashville singer-songwriter', 'new americana', 'outlaw country', 'roots americana', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Todd Snider</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44595</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uXJm6sZx9IVPrN2laTOP5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6610">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Witt Lowry</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320051</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ghnxpW47ojtLHHyTLdxdY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3324ad6ba4ec451022e203e9f986f55e77c215a5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10230">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MBZ7cW7vbWlM9YMYaXE9n</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20/20</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4db3215e373840ade5dab108872e1c4a3dc1e06</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1987</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2552">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SaH16LT1AWVsBU8AKY4HN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ba1621052d74063a9145b969beedb10cabc7f69</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Lorber</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'smooth jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37873</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/262">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Xan</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EXdLajEO02ziZ90P90bSW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo rap', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/192f69059be132f9cac303c7f7c4b808e9c64c7b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1863490</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8674">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31140</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rush Of Fools</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a4cc437ed9061b19fbf0172943b6f9e60eaa99d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KQZcyr3Dn3NEr5Qu7dxuc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2311">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105687</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c2f79e67f0c0fa6f76ea69c484b792fcbc39082</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michel'le</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D0WfOUqTzqKysXt33VL3j</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1133">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90d6a2f77dd278db946f2b7699f60ad07ea9b989</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aly &amp; AJ</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305286</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wugb0kaq0J6nyQ5Xgd17i</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'girl group', 'indie poptimism', 'neo mellow', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9796">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8acc51743ff21f1d32e3f99922ca8283d3af0ce</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f8MDDzIc6M4uH1xH0o0gy</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'blues-rock', 'classic rock', 'delta blues', 'traditional blues']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Johnson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">347911</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5646">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6997136f2bffc92e2b4dae65b38c4359cb6e07a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vw8nqsMRW93XuZpXOcOHD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1696</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Frank Wilson &amp; The Cavaliers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4601">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ihHolAdjjtkPQNBV3dwwX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">598</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Digital Karaoke</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d6091cfbf98a0054eba2a7a3908b78930fbf492</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6365">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Amity Affliction</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/163bac8d1bf3952f57f20b0c80c382f08ffb4b37</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">374954</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian metalcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian metalcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kNKUYGn6VNGsRoXmyoDPK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1540">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2752</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78fb78343a922fd4d41c46c6a88c922bd9931146</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butch Cassidy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uISNNuONokIh21KiNharS</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10762">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e5da9ecc1d5cf6e5ab2a327fd6b457644973edc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Davidson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OVdqJ7ILFYHri7giNJ3qN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2767">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29333</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f545777994a61365718ca313df3a6b7f754d38ce</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hi-nrg']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Sembello</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">771qBvjnXOH9Azr6lKy6FB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hi-nrg</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7000">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rides</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dtBKLgPO5xCZqyvqNUjXW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4153</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26bc0d824bf29b2d051eefab95dd9341b49c4e9a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6938">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">experimental hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/656d5c9c57b4015bf9c8a825a8dae42fda7f00ca</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vSQUyT33qxr1xAX2Tkf3A</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clams Casino</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122065</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['experimental hip hop', 'indietronica', 'underground hip hop', 'witch house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2087">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boy Krazy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">443</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d03664dbe965509315d57500b19672548469c505</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58159d1MKZgkeXFPlB7nWz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/22">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nat King Cole</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4c0918f13b67aa8d9f4ea1d64bdba44c51fb1d2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7v4imS0moSyGdXyLgVTIV7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1089012</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4222">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Rector</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AapPt7H6bGH4i7chTulpI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202090</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a77058fc425f201f21ae34ecf98c14ab502da2d7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indiecoustica', 'lds youth', 'neo mellow', 'piano rock', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4228">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Ü</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">965369</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/065e6f73d82db92ddaecf1ca779e833c274da17f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HxJeLhIuegM3KgvPn8sTa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electro house', 'pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3649">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NFEf9uzYVVWqvwDfD3JsX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Caboose</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3764">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC5</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90e09fac65de5e448a430cb7a7616528982b90d1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic garage rock', 'classic rock', 'experimental rock', 'garage rock', 'post-punk', 'protopunk', 'psychedelic rock', 'pub rock', 'punk', 'punk blues']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WquJweZPIK9qcfVFhTKvf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89130</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1027">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51a2b2ceb385262b4df1d66e6bd3405f1073ec09</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thriving Ivory</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'piano rock', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31425</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gHWXdaWQObi1A6C1rzgRM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/303">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58c5b5340026171b6d3a035f7a5a096ea36fe1f7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">piano rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337403</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4utLUGcTvOJFr6aqIJtYWV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['piano rock', 'viral pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skylar Grey</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9302">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giuseppe Verdi</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29dcc5fb26df65b722073e5246c6a430e9968aa7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302656</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'italian opera', 'late romantic era']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JOQXgYdQV2yfrhewqx96o</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5239">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cruisers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QZKXc5kWjD0g3JsFblvTC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab77fbcfef1c8d238a0bc5ee816140a15da4aab6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8496">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic trance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic trance']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S2tas4z6DyIklBajDqJxI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">438531</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd58eb7c6cde2012157d1a3bb0f5108837e41de3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Infected Mushroom</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9471">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jpeXX8CClo6hxCOAzyAKf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Lewis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32157</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62219df8035e7c3d08d2c7f1928ed01c2fd356b3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2761">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75807</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78udmCDNaDu5jqfVnBqwia</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melissa Manchester</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/254cce67be3a1678f32a4df21cee7d3cbcbc6251</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'mellow gold', 'soft rock', 'yacht rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9664">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandy &amp; Junior</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">304993</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e43bb526316a72e8a922d44e29e70c4e417d0e6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05mFGgWzooDQMWGNcNsM05</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9524">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23e5db8bae6e47780c3dbcaeb1098c77cefe926f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toby Adkins</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lrSLcEw505QjDgOInZSnP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3974">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11481e057f2539250b3a61338105278afdf185cd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182212</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Horrors</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'chamber psych', 'dance-punk', 'deep gothic post-punk', 'dream pop', 'essex indie', 'garage rock', 'grave wave', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'new wave', 'nu gaze', 'shoegaze']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EFB09NxZrMi9pGlOnuBpd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5700">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Holien</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AniQNQrU8cgVoeczco3gb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7724">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BO8aIDUyNtvnq98qMIs85</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f32aa9d3e76f2a5d5a2242ef2162ba9a9605c33d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mack Wilds</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39520</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9842">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/217571293f30288d2929820acfdc81c7f642e2b0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hurricane</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4144</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G6iuvTHT1XHUEOw5sbQYm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8484">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blake Lewis</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0eae32720161c92e850d0c89532d03c92a22498</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9792</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4H6tLRh1nuIuVxHtXo68ZE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9113">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarai</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">315</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05b25fbdada377c504af82c4f9c286e5737730e8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HmMtATYC7WoVVbvEAIfrR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/666">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ef82e06e47b33e302ca2503f3decfbf9c7f2fff</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fray</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2586972</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zOcE3mg9nS6l3yxt1Y0bK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'neo mellow', 'piano rock', 'pop', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6243">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca6ea4592479e1871a5792da668d66d334de078e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2899</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara &amp; The Browns</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xCMJBL2xqnA5EsK1zeNYZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/755">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129094</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TJR</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/808c6e527e54ca77e311c796504a29122ecdd187</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'deep big room', 'edm', 'electro house', 'melbourne bounce', 'moombahton', 'progressive electro house', 'uk garage']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2L8yW8GIoirHEdeW4bWQXq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8606">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seth Walker</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern blues</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Bl4eNAFJkXXi0ewcjgGP9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4484</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a87c54a204cc3e18d7efa88d779e6bb2cdb5e1e2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11046">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les McKeown Legendary Bay City Rollers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8413daa5616556792c11460e063453ae34d0561c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xF3oyNYc0sGqrq96ilTYa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5270">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classify</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midnite String Quartet</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">648dUUIlz7RSeg3O8CbTat</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classify']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15202</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd861857c5937cd3b80efd604be7ae35e832fd60</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9033">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachel Proctor</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6596</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p3WmosWl1NhjtnbHvQYxw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20caed9aa10c19f12a604df38e208c5c9895eab6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5180">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02zGgCB9SiSPeDYMfwPJXK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Godley &amp; Creme</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21111</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b521cd374b5c64d2cfdab50492221511836ac9f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'new wave pop', 'zolo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8603">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrulla 81</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259878</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TTxsp1mecTPT9O4dxVtvN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4faa5d123fa1f3ed2cb342d780bf046808b38378</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5126">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03f02d0383d6f9dedaa91c40d9387c472ba49de1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock &amp; Hyde</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1021</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TszvzcrV801Gt9X2rDfKT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8228">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iVKGetYUZQElKZKWECyF4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34040</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry The Cable Guy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d6916d05c784d8628e2895d1d8d1340842a4115</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8261">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13597</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7db36c2f81d96c751ac75fc6d5878ea84303ff00</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lmPazVDvsQ8FXDcBfKc6r</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Twilight Singers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7325">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b151ccec3027420cc488bb508e71ac699001e2c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266197</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nintendocore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nintendocore', 'trancecore', 'uk metalcore', 'uk post-hardcore']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enter Shikari</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31jvzuB4ikftPQZJwrYfCF</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5577">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a928d6af9b12e70d462f844425a7450807ccdc2d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">325</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WMInzBGPhpDHCDv2wsZVj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Wammack</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9051">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hFScNSgSkApFw193xlyH7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flaw</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard alternative', 'industrial metal', 'louisville indie', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67324</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3757bcad272ce1f71ada91d0768723e9b5908384</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11515">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/926172541a4dff5dca6bce37dd9307f79053dc51</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PMD</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1405</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VGFS4UGLOAxlMGqzcqHG1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2341">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc02e2c65d9920c4e91574ead4edc1f6ad40c59c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4U36LFTreFy2mWIhqOsSBq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yvonne</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5572">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5000 Volts</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4U9FglMGShioV0yV8qcNFd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c37227afa762fbbed29699ba83d41f7d5d6ec863</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">727</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3937">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60118</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'motown', 'northern soul', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Contours</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ugPdplEWBmyU6EcIzlcY1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b41346b77c4fe6cb8239e83bf529644cc39579a3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5158">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5949</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emerson, Lake &amp; Powell</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c520cecacb0cd6bdadee1ad855470511041bdd19</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Do8N74ifeVxB1hc2cRcko</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3099">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Rea</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'classic rock', 'classic uk pop', 'mellow gold', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KEG7G8LDYlHgFDqZyEEs2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307044</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/973dda29c4a79692aacb05bb431072509377b738</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9300">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lords Of Acid</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3O3qPC1hmSp7442HYefx5w</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro-industrial</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro-industrial', 'hardcore techno', 'industrial', 'industrial metal', 'industrial rock', 'new beat']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41378</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/054b66745cf5f67ff0bfae06d0126963bc4d75fa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7361">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodney Carrington</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xsMZdxw6eEJXGTLZulONO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea7fe7bba8653f9d53c11d8f806efd78a2e5c7d5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74133</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic', 'country', 'redneck']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/520">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2e1af346e0b57d2cfe5f22e8db77305f443c9c3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103022</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TshyQDihSYXSWqvclXl3I</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'modern uplift']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parmalee</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4140">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e3aacb6555d111286a6f1b8f2fbb17e61626210</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Serendipity Singers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60mbIWU4hFqNwuTFE1jPku</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1974</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2770">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Graham Parker</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6c8INA1EQQe9TkukfEdiCA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'jangle pop', 'power pop', 'pub rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21437</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99bac4d36ef209148634032163da4d2956bd5f9f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3825">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QZKZBEmr54lAVI5XvmjnM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Coasters</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'motown', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b811d478a88444e6ac9389b7ce03d2c4153ac91</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99471</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3886">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The California Honeydrops</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'deep new americana', 'funk', 'modern blues', 'new americana']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21t0aavYGSGFkYYFhu6urk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81d76dbae762bcb0e2e1aace03b474ec8d3ede49</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44214</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10330">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74414e21cb3fceb4040fc16ad0d9daad04d155da</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3240</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz guitar']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Gale</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ufZw0wQAJmH6I1OXCtIIe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10159">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3szGDjM7XeFVUXXPdbQHPp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dee668a0fe3869bc3d6cea96cafeb80a06c9f173</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Volker Barber</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10584">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1139</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f795062890cb8457496b17bf4b499c1ff414ddba</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Banks</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pcBYlS4js6fFBbPw4XQ9q</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4357">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audio Idols</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf84a84df0741de439850f3cd16fd5bbd4bb7ffd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3699</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tHqkqP0DCD8Ek5OPvYTzH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10563">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26902</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spooky Tooth</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YE3Wwk5wqQmFXM5qyaM6u</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e26cd9bd23bbbcae0a3ab1a804eb56b9ec38c74f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'classic rock', 'german rock', 'psychedelic blues-rock', 'psychedelic rock', 'symphonic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9090">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182855</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Distillers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9852850b3defe56693ed22a52b2dc3ee4ec4c5e4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'pop punk', 'punk', 'skate punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MlyHuGRHi31yYlrttDqgT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6118">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2be74888d48904731b493639a1654eadf95c7db</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1802</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BLqcKdqgBI3oJvVg7Odz8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vibrations</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'northern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8523">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eFo5fMv53RYZBYlvT5Z6a</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87826</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trumpet</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Botti</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trumpet', 'smooth jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/631a43dec8590d7ac25a03fec4e936e5688027cc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/550">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie poptimism', 'pop', 'post-teen pop', 'talent show', 'uk pop', 'viral pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bea Miller</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ef0267a573389d4e1345fbf76b634f26b5b6a47</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1o2NpYGqHiCq7FoiYdyd1x</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1275470</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7192">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lJ4XQ2hlPlxACN7q3xKL1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'freak folk', 'indie punk', 'indie rock', 'lo-fi', 'modern rock', 'new jersey indie', 'noise pop', 'noise rock', 'preverb', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Titus Andronicus</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43263</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20286be0897be5ce36e6a9cfe6d7251c2456141d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4507">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monchy &amp; Alexandra</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'tropical']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c88ecd17387b1733226d728ef621bb91bf85f062</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359363</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rs3EOlJ8jyPpdGiQ9Mhub</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10014">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ezo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7a4475c6c7853edfa5e413342df0e6baf7f9b66</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gC7DVJ2ZoS8lYoJ18DjoV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/540">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nS5roXSAGhTGr34W6n7Et</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abe3f9908500776b9c2d528022763e08d89bffc1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['house', 'pop', 'tropical house', 'uk dance']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1627475</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Disclosure</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9890">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'freestyle']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21340</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KOiTWoybzH9nENWWINWLf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trinere</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9246768ea3fb71661d34868bd14d6b461be18833</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4062">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UQwwYBLBvtpGHTMYzTgHi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24619</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ece53a7bc36f98179ffcbb7ce6af4b5e540c59e9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chad &amp; Jeremy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'folk rock', 'merseybeat']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4874">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MOKcwn9U2PyjjxOFOtCTV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2180</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c5bafd8d4ee39846c1a0387de4f59f269bf80cd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DRS</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6890">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Touché Amoré</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3fbea569d42dbed6a0011476a43f1cdb20baad1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'chaotic hardcore', 'emo', 'melodic hardcore', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97068</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16QCJENzcdhwka9bTKYMVB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6873">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ff3e17d147054359005616c9fe3efb81da37a11</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bradley Walker</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1823</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WDUptC9KS6ZFNwkZipSlQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9694">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carlene Carter</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wKZKjNTOtH2vjxIsUBZqY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/752f505f8f47181e0d1feb48f17641ef21cc183a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21510</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2953">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13y0kncDD4J9wxCyfKr10W</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'mellow gold', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bette Midler</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277827</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a87715e524d6751a54c70abf7074aaf810ff8a4b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9886">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The The</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cKtqv9cYVlOwnuCFH95ce</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150033</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/694b6dc50ca08a18872a37e116a3b319824a1052</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10671">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tee Tunnell Harris</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e00f1c23ca504f15cf13daa09c6af3a7cafb3d3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FQn8vWDtBvlcwN12cf6Fl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8298">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15219</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2fd7da9d820f0add027f5acd32f2c2eaeffe3e0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69Q7zvYHGcTWZpZlLbY2oU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tired Pony</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern irish indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern irish indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/253">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sQqZtsAbXAoAnvA8iN9kN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41cdaeb77844eda3dde4026ff93faa6b0038a9c1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">High Valley</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77217</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian contemporary country', 'canadian country', 'contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10827">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/188ad70938b86cefd8447545a16306483070447f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'italian soundtrack', 'soundtrack', 'vintage italian soundtrack']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nIUhcKHnK6iyumRyoV68C</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ennio Morricone</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">489038</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8387">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">393</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v6ptyZ7vEeb2bPtbZ4Y8i</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Farnon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b4972a23dd2412fda5c804fdbe21374be421c16</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'light music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8857">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4987</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6ff30577d51bee5c02c0b553656bd18fd48816b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SGZfHICh9e4oEXS8zGOXt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bianca Ryan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1544">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tUtWRGkgU68o7EblHWxgM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.L. Hugger</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3240">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nurse Novels</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Kl73nQHHWUjnGHLg8w7Wt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21e1af8c25c73b69612899169b585d07596e0fe9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5596">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37441</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'soul', 'southern soul', 'southern soul blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shirley Brown</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EORJzqrFf7pwweCv9fUnV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d4732ec2c90a6a2e5850774e22cb67b8b03457e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6450">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DBi4EYXgiqbkxvWUXUzMi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275313</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'bluegrass', 'folk', 'new americana', 'old-time', 'progressive bluegrass', 'roots rock', 'stomp and holler', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Old Crow Medicine Show</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c28bdd91773a727e7efa6dcda2db94a2fb72345</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2963">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccaee5b70c1958b1496e16dcb50d2d6e98356862</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109082</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DW7boyjvbaSP3OJ72sXgC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'progressive rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Stewart</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10868">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bb1a23e3ec703691baeceded16d5b2c43a02276</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mar-Keys &amp; Booker T &amp; The MG's</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7E58znIDpNwk7cHc6FNs8S</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2989">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197908</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db8117c5757ee73c402eda5dd52c29cdcc3cfbbd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. Hook</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Mhi3jfuRSdbVZPdjqsnnN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic rock', 'classic uk pop', 'country rock', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2895">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7519</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gYjIUFuKIBVJfxXnmrd5P</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a8d7459068d1ed2a229598190b4369a8d39406d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Carlton</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4665">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/117e11353a4742f888b8af691004bfa851802315</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23300</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5a6nqHiBS9v3CxYOs7ttET</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TQ</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7702">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179582</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da65be41e94620bf60e3a5bd50fdd93d27e68c38</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xy9x7h2jKEg8iG22Sml32</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'praise']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tye Tribbett</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8153">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b', 'praise']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XFgX9kLg3pUAkLY0byY2I</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trin-I-Tee 5:7</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/090ac238ad61711df582062a651ee15dd7720ff9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50430</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4216">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f0ef6d226e1b9b722357d50a0d7518ce2707c1e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mega Tracks Karaoke Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1508</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76XE4h4VXk8KbLJallt9Ym</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7053">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adore Delano</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113287</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'strut']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19ebf040effcb1b367523aa29c80db5b8025bc29</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tdsh4B7GuigHI4vPtUs87</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5375">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['power pop', 'pub rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WwKEo5A3gZBAvo7pqlqpa</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">power pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Inmates</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cf81533c83fd43a82e2831b1e8196b0c3f2237c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2599</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4335">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Made famous by Glee cast</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Pa2j8DR6wPwMGYjDxnL55</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1067">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'mellow gold', 'neo mellow', 'new wave pop', 'permanent wave', 'pop rock', 'rock', 'singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheryl Crow</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d98b9a6c8ec25e206442afe4e72d837fbe908a2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TKTii6gnOnUXQHyuo9JaD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">522443</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2836">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Stanley Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68tUWDLwgRP7Ch2Gj8vQ1k</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5254</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad6854ed1130bde43277420d16c31f3661a1fc19</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'heartland rock', 'mellow gold']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6068">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'classic garage rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swingin' Medallions</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70H9hNpmeCD1bMy7csIuEo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7094">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5G9kmDLg3OeUyj8KVBLzbu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecefbf3bd30d9b549781faa1b9ef11dffd5921a6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307928</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Stud</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop', 'pop rap', 'rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10661">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">851</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Clayton-Thomas</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iC9XXKywTVieFeRoYSZoa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50e9f7988aa324b6f8458570b4b586b5be8395db</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2950">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cHFz6lrt7KAsBV8j2Ny1g</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blues Brothers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">226718</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a2d7607cc1e3c6640a12b9007ec91d7301a8c53</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3809">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa2459e55bb7c6605e831918f88ec4a97273d70a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'classic rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8895</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cVLuEqb7aOHuzwssXHzWI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Amboy Dukes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3710">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Springfields</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e3d67ecfbde9c550f9a2353d92fcac3b85f2596</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['c86', 'twee pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c86</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kwCLM6VuDfkyWAyn9xFlq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1150</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1741">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ELimrCB9CnQYcbhRKsjf9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1029</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dakota Moon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/544641d262f9b6fd33616942292c5202c433be57</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/artist_id">
+    <ns4:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    <ns4:name>artist_id</ns4:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4077">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea8fac530bb03c217e8232992616f00d78f8a62b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louis Williams</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GtB02M8GaQerOSq3aVNvO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6812">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32395</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaeb2ccb1473716a8ac4dc5517efe15250df81f8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EVSOMkocOlqAZ9ujkGrQR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hillary Scott &amp; The Scott Family</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1492">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Naughty By Nature</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e6cfc4fc96ec5feb0e5c8ae22bf1ed28daf133d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">461449</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'pop rap', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Otx4bRLSfpah5kX8hdgDC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1044">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Secondhand Serenade</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/152cbbc070b2586156496e96bdb6f71ecd521972</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'neon pop punk', 'piano rock', 'pixie', 'pop punk', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721865</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eouuqqGggqDlYRV63cgPo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6190">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candy &amp; The Kisses</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7410b105121598b7d9dee85000a553e6adeb1de</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161nobp85d4YNxDv0QnmJW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3758">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Zombies</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cbe3a2c20fd93a28b74cbe7ee89c833818af93f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'baroque pop', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic rock', 'folk rock', 'psychedelic rock', 'rock', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">405935</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jgPkn6LuUazBoBk6vvjh5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3337">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8128a8fc52288607eb2e4667a4c172432b3e03e1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UpuH5U4nZ3UGGUJi0Zfbp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Swede</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53201</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2883">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/148ea3256748ffab57e4dae70ce1427e35a1f8a9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Fogelberg</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276603</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cA5Tg15TwARIRZeiNT1RO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11363">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oUTpG8GxqK9xb8SLrszuM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Hoyson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4187">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KJ6jujcNPzOyhdNoiNftp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebc30c2aefa6f83320f36af53772ef1913d96d6d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163688</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lovelytheband</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie poptimism</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie poptimism', 'modern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1030">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1feuQE7d9izI54MoL5Lc7t</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooke White</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e9b4c7a180bc7a9f2b6604684942c12f0ee71c4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6014</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6635">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13122</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucas Hoge</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hj3TrC0GoZKDTyxZo88pP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e226f2e981aab951e8479eec973d122845f7076c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7621">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WW7gF6rdDASW1brWmFUzM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11796</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sisyphus</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb5f00bccf62fed9d6a4ee550040d80f119a8605</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2790">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62201</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Uz58cSxlJgefDaSikxYQ7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18b6eb6fbd93cbcc0bbc4d735a780ff38f367133</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'steampunk', 'synthpop', 'zolo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thomas Dolby</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10564">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2861</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Ralph</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GPriNLwjGv7sjsgIex8Wv</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4238446c5bd82e8add889cb6281551064dc140de</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11090">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reel 2 Real</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AXX8UN3xaPrxHSqrgE3Ta</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11502</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55bf2c695adcd3598490ff123ea9bf130efc870d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9872">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60f1ecc7d73ab24b6934b0dab8ca9bcbc6caead2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Z5T0Jd16A4pIkNAqehTN6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Reverse Engineers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10006">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48068</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xRXCcSX89eobfrshSVdyu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MEDUZA</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/322e24ca051a2b04f32c914da31a55f8add23047</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4735">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IU8A4qXB5oCx6YFdIqxI8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64da0eca86e29aaa80200291b585efa3ab78cfc3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corina</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1472</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8821">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Light Burns</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30371</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">481O9YRYc0ifnh00ZS6no6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'industrial metal', 'industrial rock', 'nu metal', 'rap rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b007a38c256c5dd835086affbd739e7c052ffbbc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6587">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93a77327e2cc91d20d1636a321a082855d0dcb09</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225209</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Darkness</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r1bdqzhgRoHC3YcCV6N5a</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11164">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Serpenteens</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6F5IYpgIGolpSpT6jeruCm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7708">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Feed Me</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FWi1mowu6uiU2ZHwr1rby</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">300944</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'catstep', 'complextro', 'edm', 'electro house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7187e815efb6e0e03421031cda441d67813b02aa</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5077">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c1fc42bf526303aab0625dc9a02fc29d98f2af7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jllns7VtBfhF3AyjvZP8d</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3650</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheriff</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9320">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YLuHRRzBIUH7PQW0JW7NJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44717</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachelle Ferrell</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94cd73802841183ac5afb85247527476d30363a7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'quiet storm', 'urban contemporary', 'vocal jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1412">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luther Vandross</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19y5MFBH7gohEdGwKM7QsP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'motown', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1066649</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b56207f77a5f193dd195b32ef2e0448845ee354c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3734">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2534abfa80abe6a59497c50a36f34a4dcf6dc38b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peppermint Rainbow</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">630</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fRa5jSbLX9QFIFdJH53re</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/730">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71f76e2a7c52cabc26ed9af7acc664724d5e0023</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Johnson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2528241</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GBPw9NK25X1Wt2OUvOwY3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9950">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afro Bros</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">basshall</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f480ef0a1ec3507535db8bccae8bce395e49d41</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['basshall', 'dutch hip hop', 'dutch house', 'dutch pop', 'dutch urban']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31669</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wtMPMvPtiFylbnNXF6CAj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2997">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">759</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Dore</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e5a8c7d3c5b6dbb42bf1250cdab5634d02e618b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rWIUjXLlUngm23tFkNs7Z</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1744">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33483</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'new jack swing']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Morrison</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f6e0fe62ade4f00c0d2fc9cc02c64e69b60f548</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V3F8MZrOKdT9fU686ybE9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/133">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Old Dominion</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6141dbd07bf49a1eae7e847718de009238e380c7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">561087</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6y8XlgIV8BLlIg1tT1R10i</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5602">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria Muldaur</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10498</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e93a1fd83bee52d1f21c305c9feae2e7480c53ef</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VUiF0VFkXzB0DLg9AzrqT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3655">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2542</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xWTQw2TL6j7mHGOTltsEW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Plains</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b238ffd4f47e16b8c3be46a0be24c41ad90e712d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1663">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NgNsOXSwIzXlUIJcpnNUp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447540</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2905ddfabd560f453c268a08a6efc321e983bc8b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'canadian singer-songwriter', 'ectofolk', 'folk', 'folk-pop', 'lilith', 'neo mellow', 'new wave pop', 'permanent wave', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah McLachlan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2291">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wlPkvHKZzP2K8wtBzFRyY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57598</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vixen</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec3d271b0102992c0c29c217fd6113f4ea4700da</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1971">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151463</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toad The Wet Sprocket</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fce2d1d8df70ee5482270226d72235e650121d7f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4j7EVY3kuDwLPfD2jfC7LC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/516">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12980</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f48d863e47c889d306d6d78af11ce8df9595f74f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monty</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Wnfj5qZsp8nPsGBBRRa4W</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3803">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/704a48c20516bae09ff2062480c282c9e63c5544</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Inrg8cs8oc4q8oPES4a6S</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'motown', 'soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Five Stairsteps</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27293</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9926">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fdf9774e56a85012676ca1ebb4c6e3d802e24f9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7679</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5u3A3inCFA998oODFCRk6S</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Hook and The Light</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2828">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tavares</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LfO03nEZMdWNHG2tLpMa0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/657139eb6fd4b5ddc68d7954d8b0672948b6f791</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120329</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7109">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kurt Cobain</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/272283152dd4314895df4b05cb9bf25fdbdf341e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232675</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pAuTi6FXi6qFQJ1dzMXQs</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4589">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0biYBHxECA1AxcZK9JBidH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51e42950bb3cb1fa983a9fb932eb815c14bee1b6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">911</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7484">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46362</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d72f126ece8d63ebd43a5ca341789d1a8d354939</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4s407eN0H9FQyRMc1n3Spx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">War Of Ages</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1712">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pras</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jersey rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jersey rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kJMPTXq7h3ztpDukSx5iD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21192</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09b0624568ffc861022121e606c75643907c0348</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8167">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12279</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DfKHgbQn1b5W9KoHKCv37</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c1af615b73dc822b97c6d837e77695f713eef5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pro</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2285">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">paracana</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24FryrwrbjmT9eFYQ7GtKL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['paracana']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/572b0ddccd2db3487208d10f26b34c75ff7b88bc</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Notorious</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1016">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2977190</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bb34c7ecca1f85b1859f03244b7c9f327b2765b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A.R. Rahman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">desi pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['desi pop', 'filmi', 'modern bollywood', 'sufi']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mYsTxnqsietFxj1OgoGbG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3534">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vEVgsh6o19GprjHAZMgFo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beverly Bremers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da3c96b9198d46f6be98e5a1b7f06456d46e92e2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2617">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'mellow gold', 'minneapolis sound', 'new romantic', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dcOK4stT4JDkP6Dqhbz5s</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c89848e407aa02ab2ebfe404843812fe16cad5b7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheena Easton</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225377</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3290">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny "Guitar" Watson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uB4Ax6mlzohDTLqLOJ6Vl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27062</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45936856a99e3238b98720fd69d7edef8eaa8ac1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1094">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Z8W4fKeB5YxbusRsdQVPb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'melancholia', 'modern rock', 'oxford indie', 'permanent wave', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Radiohead</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4450454</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afcd616e1ef2d2786f47b3b4a8a6aeea24a72adc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9082">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25125</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel singers']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blind Boys Of Alabama</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ddb9dd67a49ab52d124468f1a1758324a2e364b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel singers</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TVL4FXEntBYZb3ujyt6fH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11208">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2017 DJ Mo Fleeks</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Sg5HEdx7PdMFmU7qRoihI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1325da551dc4c5c4ced31f7efae6f2f1ec26bd91</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10838">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37394a46a242b1a06b3ec40d734b349ebe4d0b00</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Camelot</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pSo061DnbCpvQxDjzI8Q5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8819">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RhsmFAR4zGvbXwABZZIRp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Countdown Singers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">530</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b4826a8300af26a8c176e5a7b055424227afd0d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3742">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35y7CZMg7jbG8Q96JY7dyC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e924297cd6811acae0540d5fb7e4870593b14bf</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burt Bacharach</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105372</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9615">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6paRdA1dkAEb0dWcIS4TOp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buffalo Tom</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21594</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daa48d22770a1a9262abaf1e6f68d7fcb9e222e7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative pop', 'alternative rock', 'boston rock', 'jangle pop', 'lo-fi', 'power pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/780">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christina Perri</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2088272</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79be6e801831767ff470246dcabe1395aa355f57</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7H55rcKCfwqkyDFH9wpKM6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo mellow', 'pop', 'pop rock', 'post-teen pop', 'viral pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2094">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prince Markie Dee And The Soul Convention</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10d4f775fda23d36e7188c4a776a10013f7c1d43</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fLajPHf2y3mHfUVJqcGWv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8987">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avantgarde metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avantgarde metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fantomas</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/172fce80e651fedaad36273be1c587e9e6a42e75</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51634</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43ltIj8NRBsmOEjDr5Sk10</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/265">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tMm1dU6Gn04VAZ9ClHcIZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'deep pop r&amp;b', 'pop', 'pop rap', 'r&amp;b', 'rap', 'trap music', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1311839</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b05171f457696a7596056a5e2695e462e068767</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jacquees</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1771">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EdvGhlC1FkGItLOWQzG4J</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be1308050a19636df128253c9e1673048e355d0b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'ska mexicano', 'ska punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1409730</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sublime</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1944">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gillette</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20ldWECcOHmOWwKwAwvn4y</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f7e487074794d0cdd9e41d7f1803c03423afcf7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4297</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3025">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richie Furay</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67c4d2d18b8d2def0712732c13f0cb4b04c3167b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2269</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KpCZazKx8c2qBDtNXvmvf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1241">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3E3tW69eMfAffLGgsmP3GG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taylor Hicks</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6487</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6908e878d14e98576e6f386a39a5486c1b4de31</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/808">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M.I.A.</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'escape room', 'new rave', 'pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QJIPDAEDILuo8AIq3pMuU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">818410</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31ef1aaf80f623deaeda9c8d5a4074b7f8b34516</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9787">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JqoJ9CMC1y6iLHz5zZLut</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5902</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Material Issue</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'jangle pop', 'power pop', 'underground power pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/173f67b713291018e6d119c52d1f41d9040524cb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8688">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QMMktUMtwMSwUZATX1cRO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a423bad016044521a905e83499aa2fd4b5490a7b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toadies</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123951</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/980">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81897</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leighton Meester</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">481VlDdXZAIRxnHyywNbXn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/145b7b08e7f1de22d033e957c0888a5f9e0c99e6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/588">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'chamber pop', 'folk-pop', 'pop', 'uk alternative pop', 'uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1moxjboGR7GNWYIMWsRjgG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Florence + The Machine</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4744069</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cc0c2edddf3830194d55292cb43e6a72ac7247b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10933">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1baIbQnnosbDHgTMZNkVrc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Jones and Gene Pitney</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d05b9c7c71a89b36e785daf0c7df67e80285c440</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1336">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467736</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian rock', 'neo mellow', 'pop rock', 'post-grunge', 'worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S58b0fr8TkWrEHOH4tRVu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8956400c14da719db43408d67eabde06a0fa2e9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Switchfoot</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7819">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quadron</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a1293b7500dce8f3fba2b0caff0edbac5f97fd7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GhVFlFT3pagjVkslQPqoJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'scandinavian r&amp;b']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49332</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9086">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4alPy9H633rLV9DJOE0FJi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6de2afc462656767b1d34726c69ae19bf9dc387c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crescent Eclipse</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4592">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PEfbjTw85CAN5G0lz9n3p</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Konemann</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8371">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15592lDspISn6JFzKnmcQk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Williams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56b609e85501dd6e213b7e4a4a6ff01662ad99a7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1506">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13363</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remy Shand</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'neo soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uPJNqmDRzjZJZXXG6HDtt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f0fbe83c6610dcb115a0350f891f0f6e4cb85db</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9446">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silje Månsson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a813b3244bb376619a1b327ee90b75977615aa3b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kjvjrxeHcYCe2KZkYHqIu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">background music</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['background music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9671">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f37c375a1cc42be8b4d7ce348d9d5b6cf7200ad9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MY00RhSxz9sIaTKQX8q7b</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prince Charles And The City Beat Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1239">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433250</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e660bb0a1059c2fdefd00f579b7bdf7bca87ca2f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'dance pop', 'dirty south rap', 'gangster rap', 'hip hop', 'hip pop', 'latin hip hop', 'pop rap', 'rap', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Bash</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12PSlydMSjEHzSCj9X5qv7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3238">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13856</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3df7e984e2abe8205440146aaf6bfea69e5434e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7d8R11w4QG2ihJeTaZq37F</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donny &amp; Marie Osmond</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7928">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Country Communion</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'hard rock', 'modern hard rock', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f61f9324dcf1c83af668311b506e4d16391f159</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7by60V2ChbeiVhwXK5Jk6l</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62567</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9296">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">859190</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sepultura</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JW8wliOEwaDZ231ZY7cf4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'brazilian metal', 'brazilian thrash metal', 'death metal', 'groove metal', 'hard rock', 'latin metal', 'metal', 'nu metal', 'old school thrash', 'rap rock', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/708db78480fa902437bb3ab8a40de6e9a9ff9cd3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10660">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Persuasions</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97127734c05063a87bfb4f92f74eca6cf4e34462</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1s1K3nAfVupmteRMDCPnx5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4483</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1459">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toni Braxton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fbe3cd2966417a5b369a934099878faa9d8a65b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3X458ddYA2YcVWuVIGGOYe</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1750308</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'pop', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4986">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">De Serious Cutshock</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/116d23c4c4944e16b9064266aefd89205648fb8c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xgrYg7FIHOg4mnh6D0bwO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3400">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72175</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49ba81ceeaae234587ea19569ca48ffc39667e70</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Bare</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69wzuykaVXlRS5KVygESvd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9565">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe8efa0edc9f723e1b92cdea89fbb03e11752b03</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock', 'post-grunge']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4002</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ymKv4fh2eBhPT9HLTu8yH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dog's Eye View</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1237">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LoM3lMauQ540MW9QiyIcR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Nalick</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94666</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3ea5079a9453a50cfd09c4dc3f0fadc69aa5991</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith', 'neo mellow', 'pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/765">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/826334ff992eda0e2acffb33c10ef567dfa755fb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1003171</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Passion Pit</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gjAu1qr5C2grXeQFFOGeh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'indie pop', 'indie rock', 'indietronica', 'modern rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9772">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive jazz fusion', 'smooth jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xUKGtiP4KvMEJWSQ72SyZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Special EFX</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive jazz fusion</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/683a717e0ffacaab2f7402d65215ae611f42c0fe</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8837</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8338">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47618</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XloIaGQ9H1Nn37puBzQqm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/427c86ac082bbf349d3a80f7f52321f5c1828355</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lewis Black</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8005">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Projectors</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VF0YkVLeVD4ytyiyVSIiF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'brooklyn indie', 'chamber pop', 'chillwave', 'experimental pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'noise pop', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80574edf515b90170e18fcfd8c62f7e779f12436</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">180876</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1258">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">India.Arie</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Gf3LSwa5hh8Cjo60WhVjC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506663</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c69fddc6c3c24739dabca3f928fdaf93ffd28b3f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2976">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WdeJzjJhfgKjycVo39TCC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hôtel</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/380168134d86a93d32c79cdffb42d88b9884a1e8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10613">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10e9f0882e0f09f93d6fbedd1beee0bb7b07ca59</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['harmonica blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1873</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LwB86Ve6LpHYtsbnu6bvC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie McCoy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">harmonica blues</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/640">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r2uG6BlFXKcwmh9ItqlII</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111001</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'electropop', 'folk-pop', 'indie anthem-folk', 'indie poptimism', 'indiecoustica', 'modern rock', 'neo mellow', 'pop', 'uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23e30e673989ff07cd6e09d60e8f5ce2d5aa97e1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wrabel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11233">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b6a41ef50f1afc17e5769fc5b3163013622a8f7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68ObLKaVcydEMXDZLVlV0y</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Malloy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4155">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BFMTELQyWJU1SwqcXMBm3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296497</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'classic rock', 'dance rock', 'experimental rock', 'folk rock', 'garage rock', 'new wave', 'permanent wave', 'post-punk', 'protopunk', 'psychedelic rock', 'punk', 'punk blues', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stooges</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d9f0cf8e6d8d51f28369eccd78dca2882fb0d83</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2527">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0630953f1d05a474e470e23ebaabf093ba42dfac</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Breakfast Club</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nsuck0htFQjVl6OCKVzRb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3428</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4513">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aSEmLLxLX9wR5aLMllOKj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45468</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Lonely Boys</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7987a62bad2fcb35041d917286d79e1dd4d24bb8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8816">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0inqWv3OS4VpWt691ki8yk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dallas indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Polyphonic Spree</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27887</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dallas indie', 'indie pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22a3ea2a6dcff2c8c6194241181e930c1c2979b7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6080">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Garnet Mimms</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a775e9e1a5f28afc4def5d8154193bf3cdd60b0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1187</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZCIgBrYKaZyj4j1H0Lr4E</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10129">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6db9830528387671f785baef728a0ee12e02446f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ddtQaAIG4MO63JyvShp5g</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ebn-Ozn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7718">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336545</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm', 'funk carioca']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q2dSq7VZnj8TmoJUyRm40</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cat Dealers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d1e0dc099330ef8ccff1c9e532100740b9cd979</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7283">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metropopolis</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Data</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metropopolis']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71233</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4S1nvNHWiZLP4rzwmULmUa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22482daf016a1eebc8c52058fc9b99e42bf5609e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9530">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84217</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/192c2a304e15609c319bceeb3d2200051d21fbec</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HAtRoEPUvGSA7ziTGB1cF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['drum and bass', 'electronic', 'intelligent dance music', 'trip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">drum and bass</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Orb</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5163">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mai Tai</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c74b0d6dfe85d7d681fe9086dd7d46c6e58596ea</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L0XA2oh77ZfPZiaBxw96D</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2932</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10044">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c9700f13d29b7f1900f295b1b7836960a2d570b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental funk', 'jazz funk', 'smooth jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70BRQ5tBte6kVqHviL3srE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pieces Of A Dream</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32252</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2118">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debbie Gibson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dacdd2f3e22b15cda198912b8f81102cd2ca09da</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217630</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18jZvCsW1PJ4FDQ5gEXuKp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10720">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Paul Masters Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e52b8baeae318cffb54435dad7c0b25d9f26479</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EQXgsUFb6uqE3YHLO1a4e</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11154">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g9Z4rvzvFBAPvKbesIBTS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Bo</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/941b036341a4c37a03cf842e300822d54c34b361</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1720">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/863cd288e011aeedd4ab96fe3f165513ac7b7e35</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Xscape</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5z2cHsOmmmWcAPNG1oEhw0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">731380</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'deep pop r&amp;b', 'girl group', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3378">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FqqOl9itIUpXr4jZPIVoT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'lounge', 'motown', 'rock-and-roll', 'rockabilly', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Drifters</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cebb08480116550d85b6268d9adb1c2aee718f7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225184</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/661">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Q3f2YYH4gQxWFS3WY5G3j</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soko</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06c80e046b52a5972cc603bcee5e469a9a894fd4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171333</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7184">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6275</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20YJEBSWm14EDzjbXNcwDA</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'deep talent show', 'modern country rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8376c77c8b9547541128ad58f6bac9949ff6d891</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emily West</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9161">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1e8GEl48ktvfDpruMKB6Oe</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Las Ketchup</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19527</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f19d5de62d05b3e432b702a3cc05b336b404737</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6266">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4375982bfc1576593f8a9b9adaf96f39f392a14e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Powers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34zudYAaTtp0ulMMSpdcrc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1691">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bTRAe60ZJAvK6sRQqtURm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Fogel</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1265">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'art pop', 'dance-punk', 'folk-pop', 'garage rock', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'pop rock', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/507169083166a5b7dee868a9c09132a9058abbb1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TNt4aUIxgfy9aoaft5Jj2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">809818</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yeah Yeah Yeahs</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6518">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Of Mice &amp; Men</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">832900</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tususHNaR68xdgLstlGBA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6de7371de35e2fcc5971c500b7e7e3907910db5a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7478">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66924</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec0b9eabbdd3e53551639c93fd7cf8187d709e3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Broussard</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cEwEednPwWCdYT7ZhROZe</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'lafayette indie', 'neo mellow']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11440">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2000s Karaoke Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7u7ORV6MVjId1jfJwMdakL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ff62392f1d0b341e712ef665fa24557bb619fb2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3316">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jM2XoJBKhdL8oNnDr4re9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ozark Mountain Daredevils</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bbf18477d162330b16d1daf422366864e929e58</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'folk rock', 'mellow gold', 'soft rock', 'southern rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69464</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6690">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a2e7d501f8d5ea86281cb6c3dc2b72c792e92b4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dEDgYlCp3Ag2V9qzyWR9c</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shaggy 2 Dope</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40232</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horrorcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horrorcore']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4698">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fb1d7127ea4ad73079e93380dbf078578c4016e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EyQK4yQkyCubak3DZydiV</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13013</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daze</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3245">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maxine Nightingale</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bcfb3a1efd35b8646b4175df1a69a88e93296ed</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4516</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jQ9UtYXqNfVnPkrH1Xxwi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4502">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mudvayne</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Pfv2w8a20xzC7Dr7QXRqM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">813815</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'melodic metalcore', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/732e333b5fc9a77b00c2abf741ccada86bfcb6d5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/993">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parachute</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">444778</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'charlottesville indie', 'indiecoustica', 'neo mellow', 'neon pop punk', 'pop', 'pop rock', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PCUhxD40qlMqsKHjTZD2e</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd1ff7996cc8ee075b293c594d522ceea79267fb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1139">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46993</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3v3clM1KQgVfpPjKJFPAmx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shop Boyz</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f1ed874f1bd01b72d3ef5a955134566b0421091</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8628">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Renee Olstead</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19B0pJt4UEl3fUijGTRzxB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50129</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/298b3a5ef8edf185f92d33cb81cd956ee6336ca1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6952">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153877</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gBvuNzrFCOVaiyKexoYMH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db742b39f7a0011677bba86607dfa7e2b8c621a1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Todrick Hall</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11476">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xjRfndjxnpxJjtO8aec2W</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20e08f9bc59b097cd316928d4421de788249879f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben E. King with orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/513">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Bowie</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4398831</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oSGxfWSnnOXhD2fKuz2Gy</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'dance rock', 'glam rock', 'new wave', 'permanent wave', 'protopunk', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6efa04809a6358a5da0e701d24449cfb8348ebf5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6455">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddd324120952ebf00aea07d9ce75b96f7ad33eed</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hfwwpXqZPRC9CsKI7qtv1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'electropop', 'etherpop', 'pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">534509</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alina Baraz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9242">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2986</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pressure 4-5</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bae1b76800741c00cf29d16fe4d84140efc587d3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29KgWvoKiNJJDixLiOQ9Tr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9626">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QgSmABpItIdj908ek80n5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151658</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morphine</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80d6bb0b980dcf3043465c9bfaa49ca0edeb167a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'boston rock', 'garage rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10429">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'kirtan', 'meditation', 'new age', 'rumba', 'world fusion']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e263cc3ae59cdf59077ad7f71ec54e3cbee9a8c7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karunesh</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47092</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M6YdvdCPW1fvQYbLwmNWZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7943">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1021</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d02831616e64140056eb18a8fd79dbcf05c0521</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orchestra Sinfonica di Milano Giuseppe Verdi</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5skyG64028a3FaeFYvT3mE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/140">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'pop', 'tropical house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3213129</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd878e687c252c80424d3dfd3758032f59447211</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77AiFEVeAVj2ORpC85QVJs</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Aoki</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5600">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d99dcb4a7f212c6d71c507258af565eefe608271</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7N3f3j43FCxIzBLeM3nItn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Jacks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2863">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148059</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'mellow gold', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Rabbitt</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jgAONnsHxrwAlhkMUVS78</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d83bc3adcc2feafceaf23b86b0226cd443064e4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3768">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8b36d3d0e8976c025dd600fac31a5b99e5615fb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis soul', 'motown', 'rhythm and blues', 'soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EkURHRbSZWjatYLo36NMS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Mitchell</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7683</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5588">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0e07f6b5aab7dd2ddecffe17dd198dc5ae03d7e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HxQeBjzWt18F1em8G2flL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mystic Moods Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1012</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10864">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3O4fR3QH00yE7NjXvYyRUR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Cabaret</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4832684cbbb5d6b801e250817edca30bde48b81</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5043">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CXOHLCaT1T30cBkpBB9CO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89b6af54086d30f75a7bc9ecf9f0a241da3b3bad</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shana</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">687</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9783">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terminator X</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4740</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rku8XppD0bPmGHEN3kYvr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3083b3bb375420ddab4f1e70ecd0a86a53b1ae1d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4932">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a900e603cc7f6bcb6e99c846be1d3466b649b8f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45T0U1JSiGImIHfPVr0ZsU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Around The Way</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">300</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1897">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2081390</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'nwobhm', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Def Leppard</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6H1RjVyNruCmrBEWRbD0VZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aefc2788e19ee5bf75791f78746072fe3249ad4b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5038">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84a4fca59b1bc076ccdff311a0367f320e285358</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CnmC3gRgLev4I609BrSxj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39313</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Gramm</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8164">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132136</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kittie</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ImEDe9tW5n4pxHOK39zIc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9afb13626360ed26bda8a90c5d8a1cf41ce2ceb3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'rap rock', 'slayer']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5055">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RhMHmV21ZDcSGZ872U4ZY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4294a17db41d5129281ca5ee3450eadc185a0877</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caron Wheeler</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2735</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3384">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95876</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'classic uk pop', 'folk rock', 'glam rock', 'hard rock', 'power pop', 'protopunk', 'psychedelic rock', 'pub rock', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mott The Hoople</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/130b5d335ec440db3d2efce781ab3882c87a0781</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ysQi6NI88X627t2srsWz6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2316">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114494</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul II Soul</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sIx6SmAMw9IBySG3Uj0jf</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b152a8fc8dcabcf65f1766c0b95553aa1a19106</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'funk', 'hip house', 'post-disco']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9696">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of The Who's Tommy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57yeMYGP8kjx6uFI3Ch0yr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8fc34b9c42071f81b20da8a234e31518cc011198</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4949">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/affee9baad0ae344b12c7dfdfd7234ade80a7a17</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yADpoaILAc0QX4MNdbK0e</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Walker</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2643</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7526">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wolves At The Gate</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Z88iXWc4YVhtu1eFtsGk6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51959</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bae535f51de8a114feb21e4bce9e0b49ad9e3c6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9120">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OBbOrkD4geIjOLrICN3wO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38d6a9c7efe44ad0bb500a844783db9e39ffabca</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81112</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Inspectah Deck</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10082">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9c4b43b8884692162c8127d419f8f2d48945c37</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">André Cymone</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8246</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Q4CRlCreilk0EN0myk5Jh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6413">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6oBm8HB0yfrIc9IHbxs6in</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1224881</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eebaf06a86ea9b59f8701fc95c5d39e1b441608c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lykke Li</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'electropop', 'folk-pop', 'indie pop', 'indietronica', 'pop', 'swedish electropop', 'swedish indie pop', 'swedish pop', 'tropical house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8231">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5au2vhHl8DViD9PUxUZBTb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01ca8e9a925c66defbaf51419d869b441d43f768</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33713</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'indie folk', 'new americana', 'roots rock', 'stomp and holler']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Middle Brother</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5636">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cozy Powell</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5278</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jJkOaQBQsEBBqvavgdHQT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c691939e09e8b52e3844d965a16cf43fa9f5e1a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10260">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff45a0cf3c4ab72397c51780e6452e67b3360d55</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Urban Cowboy USA</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5d3g4p2LczDPGgzxuP7v3d</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4771">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XzQc5fLTjuCchmMFFh16u</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1ede33125bd72d9963c17e03c1aa5062b986a6c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Qkumba Zoo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4007">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Sea</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dnNNF6wo3lyqyyqdoLiDp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f34865fe123cdaf8ee8c5786548b2d8d8fbbdac</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11255">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4ce8df837b1d583d756e0c5e27e7f13d0e262fe</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YubQqdakf61WoLI60P4X6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan River</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7806">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glen Clark</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64O32maWEIOSdxdQMLzzQk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6db8ed59dabe8b673b89ffc17da1bd5bbfa8127d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3733">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Lindsay</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48a68f05aff8333fc0769e4b6f12a3eaf5a5aca1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kEOMdsEmZkTHgA4ibDz4h</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3431</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9194">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XNtgBboL5YQGHqM8zFFDx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'video game music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mikael Karlsson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1942</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0164ee2c13f96b2bc44e0a041428f296bfb19c7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3835">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89003f116f3e2964b4312d8b5b788dd4ab9e7edc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9610</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'folk rock', 'freakbeat']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rUmEpDSHKMhamwClclHs5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lemon Pipers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5446">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eFek3d0IKoYQvVCqpS5z3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1923</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goody Goody</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25f138bfc5b406fb218617088a0070bae4f88b61</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5767">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f6bec878b0036a9d59b971585c93da9dedf6d95</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8760</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ur7kjN4pd94zjUxrFSMDj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Spector</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3147">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Duke</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EB0uKE2lGw6BB1UFJrONl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'jazz fusion', 'jazz piano', 'smooth jazz', 'soul jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84647</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2639cbd33ecadefaf1043cc73176d8882bbd0fa</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9951">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3152</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ef3fde36294afcdd6e4e43c7efc4513feb48874</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Finest Sno</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jZdMwF6R1JW2QPNLwMcSz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['basshall', 'dutch hip hop', 'dutch urban']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">basshall</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9434">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'folk-pop', 'lilith', 'new wave pop', 'permanent wave', 'pop rock', 'rock', 'swedish pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cardigans</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">454175</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tqZaCwM57UFKjWoYwMLrw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b0b8b24424033aac921f37c51917d8533622613</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/28">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8e62447a338a882b490460da20e90aac6d60ae7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juice WRLD</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MCBfE4596Uoi2O4DtmEMz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5247495</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7794">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be2104da2dcb596d78d5891a00b6618d31bbbe8f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wrekonize</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29BXWpk8CfbQ4DJW6B6U4E</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37786</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9720">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9800408dbabe239a0f265f4ab3abbf391cb904a6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4H2b90USTVSstPktwUsDZE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Sample</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'jazz piano', 'smooth jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52472</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11195">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc4ecf48e11c11ea29194f5c8261debe9ac27067</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BeC5uOcuiIWqbCmkvtu4l</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donovan Ultra</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5888">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">'band'</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Arbors</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l8tMnCnqMaukUtSAZ6dqL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4161">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JXrtqbiM8wCL1tzWQKTeZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">446</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92f5fd1abb24645f34592d78d6feb69e3cd0e74f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Swans</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2367">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'europop', 'neo mellow', 'neo soul', 'new romantic', 'new wave pop', 'pop rock', 'rock', 'scottish rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3181a5fdbd3484f429ce62fb8d58640e52463038</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Texas</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JsdVATHNPE0XdMFMRoSuf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">226699</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2757">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lONz9iABy1tb7Nl9FAOZG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jo Boxers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62e8ffce2ccbffba3916ddd97e4f8b75eab8f352</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1864</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6961">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Band of Horses</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f9a5013134de288af7d49a962417f4200539b47</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OdUWJ0sBjDrqHygGUXeCF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">739380</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7647">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QodPLo98mtJ42gdkGTPuJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/121a2e4326a6904dc75544d79b86e0be91f02db3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10647</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Claypool's Duo De Twang</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2748">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10e503d9570148c8011df526f9dc7e1a3ddd579c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25694</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YP02JRa1JLejrg3XTssJS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Five Satins</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10203">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kEFSCGTTB0H7ql5U67VsP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c67299d5dd8aa4c2d6b73b16cbd155d724e9d516</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">297</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kasim Sulton</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/774">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27861</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09f4a0a499359540e40075f8e912d7c3e94bc4a6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'movie tunes', 'show tunes']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nIyPY7J7G68WgQEOLHn0x</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anne Hathaway</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1702">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pressha</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1908</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9efdf6d8e9ff98cd40ace40f5a737f1b35ab1ef8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rcAg2UgXIlbFQIHWq4eGE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9209">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trik Turner</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uec8oG6090azEVowoorWT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1600</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d643592c66170cc1e329dad6942eb644dec80b7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1950">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TPyCsRoh2tjeZLTQ2ojlj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc3a280c958c4509f73b0c3809b1ed7543a5ef49</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Waite</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98250</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2153">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NnCgUxhtWt1yBtpDyvFQf</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05b6bfb62f7bc86622b384d5b88aa974a4b30318</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Sheep</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'turntablism']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88787</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10749">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mayall &amp; The Bluesbreakers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ScuQMRWThcifBRIvNDFDC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/069bde44336a25c413360e806982eaf34c9ce445</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187952</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'british blues', 'british invasion', 'classic rock', 'electric blues', 'modern blues', 'psychedelic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9029">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/808ae6838cbd5d84c5f9572859d3e8931f226dd1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mCsyzq823cXJ5puxUN3aJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15629</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Debney</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2414">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">448885</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ratt</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a43e258e0f70df109daca0390965cb3e4dbd552</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tufWJzpCiAGleBt5TkmTn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8120">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7701790a79cd5973ec870e2067504fb5829916d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Close Your Eyes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34733</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EJdKdDfQ0XQ4YBhh12xZe</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9028">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cc958170f09f54c2a49b94710277a916255ef23</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23777</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Westerberg</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3N6WAAPHoIjo6na008793X</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative pop', 'alternative rock', 'gbvfi', 'jangle pop', 'lo-fi', 'power pop', 'roots rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9055">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f61d72a959c057717bc6a7d923a594921d6b89a1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EP0XW6DbZDseto5VBx7uS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2680">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'disco', 'europop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Culture Club</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kz53iCdBSqhQCZ21CoLcc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">635177</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56bdedf9264083a52f8bebd71e61738e0e5554e7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11379">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2110</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1103b71ecf37eaf3206e7326ec1e9c22b78766a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['czech rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zGQRzNwUYrf3m5dinPvpo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">czech rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunshine</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1762">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Barlow</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166839</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZcbVcd3fsf9qKK02UVzGB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38edfdc976c767a5d7cffc827a073eebd302e6c5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10998">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68b76f5956801b60919be9b5de3bec37ad910ab1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reynolds</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wvbmLEn1xBIy0w8Ze2CLr</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2226">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Fischer</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43b9b17ff2793ef280127a67cc8865fb5608e45d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19292</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75NLTo547GvC8W5gmRDLLn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/926">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NU9Em6e8dDo36Js6nEo3t</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ce4861c7dfa1853e0db638cdad9f4fbf422fc03</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'neo mellow', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Rocket To The Moon</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278488</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9375">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbf3385dcf6aca1c24fde808d75b00f471020d7c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1euVCpuUA9f8hoxZDa2bWq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hollywood Soundtrack Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5855">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78116811259f4df4a8ec8d21097447f8b49db9cc</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Intrigues</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">092AotSuuUXotTqVVWpDuI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8675">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'rap rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28780</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bad2de6ec09c5341b8722327df60c86831e689c6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian "Head" Welch</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Dd4L5XTvf8rjyfxhCdwsu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10899">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34d797dbd44e8d31ddd9789e7f440bf649f0ca84</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dPcDHEjh50k48Pipi2NzS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Sweet Charity</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4089">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Atamis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5S0RUrkSLaaBch4rfzqgdI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7416">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dd81f5322fec3cd762a5412cdb5779aa0ebe383</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber psych</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jP9Z7o6WlbYvKUOeO5SbP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61727</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber psych', 'neo-psychedelic', 'psychedelic doom', 'space rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goat</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3431">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24c8ca19e227adec8230e2febf89e84c4a5dd61e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5No6BqTN5CphuxDG9xAJ5U</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8492</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fred Wesley &amp; The J.B.'s</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5795">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trip</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tZy7W2uz3JsklzkYv6eLt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mashmakhan</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trip', 'prog quebec']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21e091b7cd99de35f6596a34e2074441b2c1424d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1849">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f43322b89e08ef8380f28c5eac193d1a5864c2f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Del Rio</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25113</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JXn03fudjyRkQ1Ye9f5rk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2168">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The KLF</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dYrdRlNZSKaVxYg5IrvCH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'electronic']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27245</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f18655d31282d7ea414f5e05c219640ccb6323ae</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5968">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jU5OjJIpz1AjfRgDjwOjU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clarence Burke Jr.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7476">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61625</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86d3dac7aee2be692d57272cde2c43dcb75b5e3d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horrorcore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34pi7XANRzTkJ78RuTOLwa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horrorcore']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dark Lotus</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1665">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1516</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8108c8f7d91287607898a6115523c46f785e071</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PLakF1tFiv9zn73N2UjaN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Cox</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2397">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f1ab89d8648b044ce56980e43e425db839e9f21</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pasadenas</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9436</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lr9AruL30Dwl82fDODq9u</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2792">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sparks</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'classic uk pop', 'dance rock', 'glam rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'pub rock', 'synthpop', 'zolo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25be5ef86ea28ffb34bb71526a15d652cf361947</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pwjGKaqnfkvS7eQbHaqyH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75001</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7851">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VXZCpbkwm0W0aPjQR1t4K</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d09c00c9bcfd0d5d3f9a7b9638bb6622ebd776e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'la indie', 'modern rock', 'shimmer pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Youngblood Hawke</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127438</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4901">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7e8d1d284228598e78c3581026951e2b368ea1b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Men At Large</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16100</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4K8Nvr77A24iIMyjYWSde3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1618">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddb4a2ad4585d914d9e6993f6ddf50d33e48089e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rage Against The Machine</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'conscious hip hop', 'funk metal', 'nu metal', 'post-grunge', 'rap metal', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2923839</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2d0hyoQ5ynDBnkvAbJKORj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2008">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frente!</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian alternative rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qgHV12WsnwzHZGUB9nd9U</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1999de3446b11ac2c0353cf4c658771de786feb0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14013</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10800">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Roselli</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f8332e8fc99a3722717742ef44655766b049ad0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IbQOrbuDPJu0mac9pDwf3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">748</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6278">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6821b14d33124b170f736e035d1b8af9111c5dc1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Ward</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X5sDGyZvekLEEbM1bm7GD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2716">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193094</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ae3444f2892e684e76f550255845fed4f17d843</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3REpOYo13YkVj1dFzda12A</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shalamar</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4497">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordan Connor</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Pq2VOGMf5CyPnzTqvgOq1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5744">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EtE0iSY6iFlN9L9c53ETy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michel Legrand</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25994</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac21289c751953b044f515b42e0ee832c48f98e2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'classic soundtrack', 'french jazz', 'french soundtrack']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5314">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed1c771ed2155865e39bc372b6f0fe6d0f761564</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'hard rock', 'native american', 'rock', 'southern rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blackfoot</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10rzK0sLCXsUlDhl8ed0MV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141494</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3485">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Yost</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sc3uhxQjxefWx0lirN9Pg</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56f085c398d0a05a02e5b9220e2fed8ba28007a1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">351</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2313">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KISS</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07XSN3sPlIlB2L2XNcTwJw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam rock', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74925968b2f76706c62bed18af92ef43241e7756</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3783995</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6947">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56298e3fee0eef6efa721009e23788d25bc51c4d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music', 'underground hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Riff Raff</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31IZdHrCZ5pRhLz4zBxN3o</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135015</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6231">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xnvNmSzmeOE1bLKnYXKW3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302173</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'punk', 'ska', 'ska revival']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Specials</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43e3fd8ae1da0463a98348beadb774871e0be92a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2197">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Simply Red</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">998303</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/497d5ab922efde75e13ba8ed2471420a9ee3930f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'dance rock', 'disco', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fa0cOhromAZdq2xRA4vv8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4024">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mar-Keys</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d508f471d78d3bb10d7117f57172dcd36c95713d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EYRKWX3RvHihDHDr8TocR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12451</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3961">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/320026fd7bd404874e591a1749e65db5b41860c7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WCwBdS98wO4nYxdIpx6qw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvin Cash</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/637">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vngPClqofybhPERIqQMYd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1444526</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/707d970fca0f22c19b105e4b8493549c61e70e05</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Strait</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2538">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67d57a7bbc61fc3a4f1c5a5f0da83379ddcff519</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Night Ranger</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ha0Fz4i0d4gu5fZbhBCtH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286050</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9869">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20479</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camper Van Beethoven</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'gbvfi', 'jangle pop', 'post-punk', 'power pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JXB7XQ9hjLB5pnr1eowKR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a75240396011e0abf7c2b001549f5c9866cf2f44</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8490">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49337</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01f4791f03670d5e20befd031392dc18cfea84c3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hope Sandoval and the Warm Inventions</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'dream pop', 'freak folk', 'melancholia', 'slow core']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38u18VoGaIwVeSyVoA0eU5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3938">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22118</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6262c9f12285143f8300dc91aa1f82891d5f966</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat', 'protopunk', 'rock-and-roll', 'surf music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05sRO4JdAtJGyZQOTb6kSL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam The Sham &amp; The Pharaohs</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5991">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Claudine Longet</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa7e5da6ab0a3fe30fb78181e1f7c49bcd0c9e3c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3936</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kQFwkR1mTWfGdtZfcvrZP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5516">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0d49606ac3e33fe10be37f94b50bb434fbc22df</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LmdSHbQzMs8ZL0GVGpwXb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1033</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sons Of Champlin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6846">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropowerpop', 'otacore', 'pixie', 'pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropowerpop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419461</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b124ad4bd30178bf218b40e0524fba0bc4ecce5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06bDwgCHeMAwhgI8il4Y5k</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set It Off</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5717">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4c57e15facc5cdae296bf7d1cf9ad7edf3b6f68</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pipes And Drums Of The Military Band Of The Royal Scots Dragoon Guards</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ixoQEGQlpDWv7I8oRDd0E</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">829</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8926">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fandom Dance Crew</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/334f03a4ab7ade65b9c9a6bad66dac8616f02f92</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40eFQCvXqWi6vdTXDWAJmI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2888">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chilliwack</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30593</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian indie', 'classic canadian rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad9f651d4f0ce92b3a5b31374f08824c43a0354a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TkWygOTDBZXAdFDh9HOkG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3255">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">525905</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nazareth</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fvN9GmMCVKb5LY0WsnjFP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ab3e0255bee09e6a21ed101fb80800eff568ab3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9275">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f54e12f891e355e74a0914d72d91f12a3e5af88</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">569</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jan Valta</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">video game music</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['video game music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3refNRo1fb7DLZi9rGUEo9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7487">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Raveonettes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99743</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb17c3bc56474ecafaf52b99519a2797bf31f8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LTXHU3DhiYzGIgF2PP8Q8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'danish alternative rock', 'dream pop', 'garage rock', 'noise pop', 'nu gaze']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5238">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CwI4SjmuQ6T3d3pYG1LL3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1427</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffdb7b2c6fd8a9519ebe87bbddb014f48a8f02dc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Haysi Fantayzee</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4536">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2b5bumND5AoCXH4qXIrKZU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Countdown</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28285871b87a97a117ab3606bb156d7e8510e25f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5565">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46CtU7bOSHT1S7x8uTUj1t</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fe0a0b3d0f681f7f41f8639052f8e9db42af8db</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julie Kerr</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/49">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s4tjL6W3qrblOe0raIzwJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['experimental', 'experimental pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yoko Ono</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55679</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/085dd45d1f4f07dd2d7319f966774b561499d156</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">experimental</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5782">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bill Walker Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c83f51c409638e3d8ca2cf2c7428066f8a73fdda</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49KwqMhdTaRPEPeNm10J9l</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7059">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44fe4ae0e95aa22f1c2136b0696c5278d42e41f6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic punk', 'alternative rock', 'dance rock', 'indie rock', 'new wave', 'pop rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337705</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Violent Femmes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rpMdBzQXf7aYRnu5fDBJy</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/657">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2673</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47NluEnhJda2gsnjuvcoob</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/572d35a6db8aa74c8cd34876f623cb1bb2893222</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Santino Fontana</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10001">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66JcJ2bg4TKlGk2PPqlhgM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6eb133de44de65d020a36c7ee35ceaa2d1efc925</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cowpunk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beat Farmers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cowpunk', 'pub rock', 'roots rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4736</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9238">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skip</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1206</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/762cddbfa2578f9e383d04ce2cc1b2af2436b55d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0napPQNzPhwVmVM6AMNfAx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5601">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7210</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0245ac1f9496ead51b43bda80b6cdcda46fc7f86</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KtaHyqLFlKKb7aghnWBfE</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Commander Cody and His Lost Planet Airmen</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4241">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36855</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e18546711467eb25b37a7d9c428a4d7bc3f8eb23</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Who Is Fancy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QSx2vpiSchSeCwc0qmfNI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11346">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c13743790bf3a640da20147dee8173f1736d8252</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EHCF3FwSsJC6qABrUxBjg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angel</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/293">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13427224</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian pop', 'pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/652b6bb0dfaf8aa444f4414ee018699260e74306</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sia</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WUlDfRSoLAfcVSX1WnrxN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2859">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GKYxdVAqmxv4ie9tTT28f</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4667f2ae0b28edf607e3f1b2a46cee67a8ebf1d3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Monroes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/679">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170895</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'pop emo', 'viral pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ahuvq1mbb4idwG1iJbSFG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cassadee Pope</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67f8bed710e95d1586a9a9635e2732a2025fb61e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1520">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alien Ant Farm</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8db4b2a8a4a52ce030b8c657a6d17ea6c4aa156f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'nu metal', 'pop punk', 'pop rock', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TZdvF1kFzwnQLgHQynzsO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455547</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7540">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/397489fba8899aa52cadb0f62662603f96065446</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Echo &amp; the Bunnymen</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385152</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fgYKF9Avljex0L9Wt5b8Z</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'britpop', 'dance rock', 'dream pop', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'post-punk', 'punk', 'rock', 'uk post-punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6834">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'djent', 'jazz metal', 'mathcore', 'new jersey punk', 'progressive metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IGcjaMGAtsvKBLQX26W4i</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f8dbdf8cd2fac4044a8f99b0c73bca422f1a9fc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146054</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dillinger Escape Plan</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9366">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Del The Funky Homosapien</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147034</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'southern hip hop', 'turntablism']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37ddb345143488175cef180b553253a467ec5362</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YsLR3SQd5QTXAhGIGX7cl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10600">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cactus (The New Cactus Band)</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04ec29e41a5433d70cf543a3862608c005be52e3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LtqXstihSCQ0GQJFy2t9n</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7837">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DEseTqRODmSu3C7jxCHl5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74442</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Boxer Rebellion</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f4bed81a8585e132117ed394abc606fdebf488d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5880">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e169c4fd3237f2f54fb01026d208ca7718a1f94b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Williams</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55CCS64lPz88twUDVquU1u</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'ballroom', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15564</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/78">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lwmRuXgjX8xIwlnauTZIP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Romeo Santos</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8696046</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/573323ce254851c2c0b616758c9e9413948cd16b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'tropical']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1653">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f98e01ea5da60d55cc504d9466814d1219083a5d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big T</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DV6fhUbgeRpV2dnnNwws2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty texas rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty texas rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3185</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7726">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rT8xTwSOMDURtWpPyoKIO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efb89610510df0cdeec6fa05c84682bf41d5c867</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deer Tick</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'folk-pop', 'indie folk', 'indie pop', 'new americana', 'rhode island indie', 'roots rock', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107093</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10977">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1V6UD5Oi6zOnZgbkdswKgg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Here's Love</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b97ea2acd2a67cede3b698dc47998f9364a973f7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10921">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep vocal jazz</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6df73d951818187a270f69a9bfca454cb45e746f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hTvGUmcaZ95Pjs1avHHIS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diane Marino</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">388</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep vocal jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2066">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc544c27be5e8b1f6b555ee3e9ad14e4be972a18</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tears For Fears</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'rock', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bthk9UfsYUYdcFyqxmSUU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1264824</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/663">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U2</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e22d5c0c8139b8439440a69854ed66efae91112d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51Blml2LZPmy7TTiAg47vQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5453596</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish rock', 'permanent wave', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11189">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xHoBLKrp48wAlwpy54lRv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c334cf83188cba002d9574d46072a318377dd18e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">857</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ivan Neville</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10045">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17784</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qlzaXu4riV8YLrL97cwyI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb822e4009cc75ece07353320c649e885057cdb1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Isham</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5921">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GzbxRqcsESoUWWZQAapoJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a02654f32294b20b359463793dbe374ae528a3ba</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Omnibus Media - Karaoke Tracks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7539">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Studio Sunset</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3971bd97be2f09fb55ce96846f009553f7b40ea</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8232</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15paYhdqCbfArYDSOO3Hwl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2234">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BXEQU7tFguuDwDECletjd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9739ff6a7e39652752cdbb6999f8287b41a57bfd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Troy Newman</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3176">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84a23af9ce6d6dcaf761e4cdd7833a4785d691bf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Vinton</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104808</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'easy listening', 'lounge', 'mellow gold', 'rock-and-roll']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bOYtKnpLPQSfMpS2ilotK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2389">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'freestyle', 'hi-nrg', 'italian disco', 'new wave pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ym94xKp2PIOJtTZKpxbAa</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Samantha Fox</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0c0912bf32ffa50bc83deb459ff9d040447514b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129538</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3034">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pbKylceBTiUa0fZk4J4sJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5002</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert John</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c86cdc295b220401023723b4024375bbb16a0273</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2292">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Bon Jovi</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h2bWHWTJL38N8dqocVaif</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a3a7f96acd0e34569a0d0a587350b7b9082f179</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1146987</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3412">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2364</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The DeFranco Family</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Phz26PNbjIHdIt3K8xQCh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9462">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'g funk', 'gangster rap', 'latin hip hop', 'west coast rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BG9cpTxZQzQChcsp7ss9a</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Capone-E</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119697</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34c8b0f543325614f98257b1806e3b482d2937c1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6055">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nyl3ICuykcXcZzhAEFhq3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Pockriss</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5335">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c96793942c87ed5b932f7a85a57e6093e981cc49</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Touch</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2d9ugOWF7zYpwQHNYOI3py</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">246</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7970">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105907</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0abIHznUj0oKhDB29cpBZ9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/676104939c19b8824f226d95008d4e4a8d3e642c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Go Radio</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4035">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'ballroom', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d9c660cc9674e0013f9d683cbba2990b58b7c64</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s6JabvZdqVQhfOsaxCSFX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bert Kaempfert</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33356</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9236">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b742ffd87d71950750add689c59d4cdd09eec3b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">On The Starting Line</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aUUXjKhPyrlu22ONkmjSK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6063">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bCvHtuIXWXPbCMdSYudmZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d358fa2370bf1fcfd558125640587eacb59b183e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cilla Black</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51387</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5650">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic italian pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6497d0a71be354344f0f9bc9649c9b314933a58c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drupi</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hmcMqYh4ypnXk0ptFTG3g</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9847</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic italian pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5434">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40GzTuEPg9xjzGeXJESEMH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdc9790979e7166ab3647e8ea4ef26b4b9ca67ff</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Dash</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2059">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121065</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bcdd9644c263576eb4a0a280257e94dc93528a5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Rzqmz1zAszembFHGZQuAt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'jazz rap', 'turntablism']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Souls Of Mischief</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1346">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4ec8e29e8a15b8226f8d618e1d3a53b18d7b188</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerald Levert</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BLOa6FxCbMnowidkQfLIA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422877</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6459">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ab797163eab69ea732ee99b9956bea4f316c019</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'emo', 'melodic metalcore', 'metalcore', 'post-hardcore', 'screamo', 'tampa indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GzWhE2xadJiW8MqRKIVSK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336304</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Underoath</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/605">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qnMl4DHT4gndzFAcG4FlM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'complextro', 'edm', 'electro house', 'electronic trap', 'fidget house', 'zapstep']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">325164</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kill The Noise</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8be50c42d241be472096547cb7a890fbe3b71443</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7902">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1678c7ab4c18f772ab4d32da3ab11c9d5191d8d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conor Maynard</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mU8ucezzms5I2kNH6HNlu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1565025</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/479">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3277284</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lumineers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16oZKvXb6WkQlVAjwo2Wbg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81bc6a0807ec258fc05f5cdd70fa8c4066bd91db</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'modern rock', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/766">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SCbttzoZTnLFebDYmAWCm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1117723</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glee Cast</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b5a95f260ac429405e871777e3c17c9126c30ad</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9260">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nvqDoiMlZhKMCO9AFdsaw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bootleg</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5206</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/205de8ef595cb6d967248a3c02f48f683b2595d9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5159">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87464</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd758d399dd32b9bb9521c93e7cf422105ea203b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rene &amp; Angela</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01Wck2m10xhdxUrLaMq60y</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4827">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Intonation Featuring Joee</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hPtBDbhHN7vKxcQhC6mvj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11097">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cwza2NZPQtmTcXotvpwWq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Micaela Diamond</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6528">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfd8a8cfcd5f2fef96802cc9562334cc3891c32b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jpaXieuls7LVzG1uma5Rs</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avatar</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151377</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'gothenburg metal', 'groove metal', 'melodic death metal', 'nu metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7401">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-progressive', 'progressive metal', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vdTrczuBydSrfUcoruaeX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-progressive</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd630ee11d5cf9c5560d5bc895b5940798ca68a2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flying Colors</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32356</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6560">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278ZYwGhdK6QTzE3MFePnP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">818706</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40b93dde8dffcb33f4cf3324267cd1c2daceb130</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trivium</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'melodic metalcore', 'melodic thrash', 'metal', 'metalcore', 'nu metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8184">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nFjP8zBYm0XpUrGMJkRuX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33807</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleeping Giant</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock', 'melodic metalcore']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afcffa6dc5fd8a473ca843164e9175671bd52408</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8578">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47a8a4b47282e2af12fa560902fd215f07b0ed1c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Easy Star All-Stars</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94755</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FWTu1MZdB5fjKif2rZldJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'roots reggae']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6788">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92d34ac0414bc713e2491391447a97583d930fd1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16Y37ZBmMZSFOXZIfQ9FZv</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2017 Dynamo Hitz Music</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8579">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aiden</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1d3f2be62d5c2beb2edcf98381dd6eb291803b5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FNjzdmDeHeZjU5qUJlQ1G</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror punk', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56122</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4607">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Papatinho</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iZz25uH5PLaShpqq84uYv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad012495f1ad598768832e39d277e66bd5338a44</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31564</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop', 'funk carioca']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3190">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d960e29cf10157325a80d9ff1bba5697a68c44e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pZNEfU0hIoRHGs0pGFClY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parker McGee</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9598">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emilio</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">342</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wY6NNzF6uaVwy2rWh9Htx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebeef728d5533e493d3b0ae870f68e437e273a0c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1756">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7710bc600b23ce16cc32766cd98c52a06c40eb4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anita Cochran</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'deep contemporary country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4159</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LDnSV99gbDSsMX3Dcer2b</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4091">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1171925</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ICflSq6ZgYAIrm2CTkfVP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'british invasion', 'classic rock', 'folk rock', 'hard rock', 'protopunk', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Animals</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c1a0a0a745e44fc0775a3e82c10eb53ceb072ee</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11512">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13710</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sly5thAve</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15zxwAfOdT7WmQeFWPJtKi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bb77084cc7aa05fb93f98e8181153ed7077de59</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11303">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">482</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vus7FPSN3bKTHtIsTjUXh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Rome</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10d6dc4ba8d6b68f9cbf703c789268e142fc14c6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3923">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4d22O5s2UK1KzIoZRR8NZk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44420a5841967235c55dd6193b7fa6f92065294c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitch Ryder and The Detroit Wheels</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">887</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10635">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Percy Faith &amp; His Orchestra &amp; Chorus</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1021</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af065ef01cbc441a03dea35d5e077f631f6c76a7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1s8NQxAEct8j8JZT05CIUu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8499">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15b7ee7550ed4472700d573803ff90f2967f84d1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dTYaRzOn4rXGBLH052EeQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Fine Frenzy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith', 'neo mellow']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211252</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10697">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97663730704ccfc4f94c771f3bceccbb29155365</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jDDthxv6R7ic3qTQrgzZO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mother Earth</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1591">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'europop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Westlife</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1172221</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z1CCuBsyhEHngq3U5IraY</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f91466d206add41e671f0c2ad5c950707859241</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9091">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XTSrpKEUhzQ5aiYswppxh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'jazz rap', 'turntablism', 'underground rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c39bad8f73a7e087b8d0aa61ca7b0f165b4d471</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hieroglyphics</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104891</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1451">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">605</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ali</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7k5N7JJKEPUPQfK8whGITe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cc353075be029d0a5d934a030779b1c7e586034</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5147">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jermaine Stewart</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/968788ceede15fda206e610196917138a3d7be93</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FAkzV0YOw0EIXFhmY4RE3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6907</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1124">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Three Days Grace</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a9ec8d494f8d0a52fd67c3239efc2b9e79a4ced</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xiIXseIJcq3nG7C8fHeBj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian metal', 'canadian rock', 'nu metal', 'pop punk', 'post-grunge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3125740</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2408">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca45c2bfd3937bcd9837b4ff0807758d80bf0d8a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wI6QHfiNjI4t2UsAu9q2r</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flag</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6719">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">491669</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e7b87a0d576a0d4f8402964fcbd1852aa4c5da6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'post-grunge', 'progressive metal', 'progressive sludge', 'rock', 'sludge metal', 'stoner metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Dvfqq39HxvCJ3GvfeIFuT</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mastodon</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4593">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39600</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HEyD6mSqQQKMVilyU31ZY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aec6ecd03555bec13a8a0424008fc92e87e6cb70</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'r&amp;b']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Koffee Brown</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10718">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1285</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flock</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ovNaBZ14L7pnXgts2aonH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88afa4361f038bfc6c70625fbb49b6924b75a8dd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11053">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4clTBV9C8jVJwvDTkxsEDx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98929ef35dc5b59e56512d4020a8591f701be0db</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stian Rødskjær</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1222">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1d6dwipPrsFSJVmFTTdFSS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1343766</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05d5ed0a88a5e614a16a07bf5dbcfc8ec5404d6c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin', 'latin arena pop', 'latin pop', 'mexican pop', 'pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paulina Rubio</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5290">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coverchill</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glambeats Corp.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05c6e40154da3bf5cb305ac2104644646650cd15</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coverchill']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OfhO7rFJyxPWi4zqy9HxJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1150</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8399">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'power metal', 'progressive metal', 'rock', 'speed metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1064580</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CYeVo5iZbtYGBN4Isc3n6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dio</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cfd898d7f1eedf88c520ba373c2b448189db4f3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1490">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Default</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian rock', 'nu metal', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nCzT3o7lMgCWBcmdwCMsT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125102</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f84cfc7810ec03564070888d05403c0236b513d3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7002">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'epicore', 'scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SEW04tNMMrOz7UFQJA6vz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Jackman</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40291</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a12e1c8bc6cbcecdbbb140bab160502f961e7c09</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10400">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Detective</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mqaGk86W7VW1c016QyKJF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">538</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e037879507f28a141d1c2fef7fb5646f88f6204e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4040">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Wells</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140000</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14925be3ce17d25a95b95ae7491e18fe3adc80b0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cjZk1xXn3YCToNg3uJpA7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10190">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz fusion', 'southern rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dixie Dregs</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz fusion</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e0f296560654727a9364e4992ebcfcc518e955a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13795</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33MM9GE3xkoG9IL9IePpdu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8222">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WglKKRgHpAp0K1wvW2dVI</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Preashea Hilliard</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15299</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef3c5d879d235b9a15d8490fd3bc5800d8981815</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'praise']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2431">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">710262</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f726a4a920ad5d44654e91e25cbf2638ccf8b09a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Js6Lde8thlIHXggv2SCBz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock', 'swedish hard rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Europe</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5287">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">684i2dRwvzTO4XhjtmIIq5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1655105051004257fbf6727aec8cdeec08270e17</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2183</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob &amp; Doug McKenzie</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11452">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36dfc5eeccec7645d21a21703eaa01f0d0ab1bdc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BNB</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CtjtsKWWrIayLUhf7aaSI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2415">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59361</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">'Til Tuesday</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5e2d29c12925e1d5e36c75a2080b07acc16cd16</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1L0y9srZMyh9XUnYGv37IP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3428">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SC1GczHVpsiorx1KFaa4S</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8561</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/250ab3d449d184f477eb6d7460d6349553c25a25</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Covay</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3536">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47477</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sOP8RUFR0q0nBOBOXGdBK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melanie</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'folk', 'folk rock', 'persian pop', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/749e6c73e45187406bf487275b5d735a55b40203</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/769">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZqvXNT2zEezA2VUT90CYy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bu Harmonics</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3738">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FBBmwVjTdJ54I7j4BNkF5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">629</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.J. Jackson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54adcd1d781de7fed05a9d4703a6e715f0a6c5c4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/629">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MKTO</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">669910</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2l35CQqtYRh3d8ZIiBep4v</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23ce63b04f7edb4d337e3213336aed9f3a1d0b4c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'pop rap', 'pop rock', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1578">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f12c2976ce29eb391348c216a728a8d14b3dd0b0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madison Avenue</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'vocal house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6otgz5gkB40UnWFwTy0VDh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7726</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10643">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sergio Mendes &amp; Brasil '77</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2053</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bfdbb21510ff66193344b5fb780ad00794358a6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67jdJKipXNstJJV9uPW1uk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11423">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">479</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1v4YnufenjE9BLAfP90qvt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arcade Player</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cd00001fdc08843c8aa2c289eb8057baea9a7db</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1848">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371606</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ec2ba4d37511c244c697cce895e39ecc390ae8a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RuPaul</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'diva house', 'pop', 'strut']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SdOKxC1sSxEyv8JYERaNe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2264">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'funk', 'hip hop', 'hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'rap', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483362</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zFZiWQJFFshzojycnXoTL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bell Biv DeVoe</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf133c3918ee70ed786b6af3450e4bf044d6c225</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10122">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toni Tennille</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OJzEgqaDk9vdRhh9tQWb6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bccea17e24a0039d215e16aeb13fea49c3ed892</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10440">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51efcbcd2eb725fefa1e3c73e4d18e3ab83f7608</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Lodge</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3340</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5o1To8xDQy2hlFU4AoyRFf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/625">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass house</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Igpc9iLZ3YGtKeYfSrrOE</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5a5ac37867b209a77e5448152b2861e1ff0a333</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass house', 'big room', 'brostep', 'edm', 'electro house', 'house', 'melbourne bounce', 'progressive house', 'tropical house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Lake</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118541</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9429">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Coughing</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1552aa2c2ce6dde8d55508e891aaec90e7a1c07</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TOosZsVbwb5O1BOFdcLmw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56825</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7467">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ex0EevtawD37swNbgvjQ6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32499</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wovenwar</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d5f12971948b8cd68968c3d8300fed58a7a4dd0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6152">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b33c9b6ca14d9aa4ad5164f33527da8cfe2c716</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uxkcHbgyNbyzq1nyChvCa</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandie Shaw</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33919</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8848">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13161</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OvbYqRAitf0xCWRSkfF9o</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05c93bb230df19db725fdbfa48af726bbb1c4299</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lovedrug</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5729">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chicory Tip</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'glam rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KXwUKaBcLySwrCSsOa0aa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e5bca9b712ff315b34dd18e6bd96625fffba30a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6911</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5688">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aae64a50e087a4f0f3ce60bc0be1c0950bf188db</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12615</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61zv3hX7l838ZyhaDyAx8S</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Glitter</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/417">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1126766</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/836c555c6e1f313ff6b1c9a72b7dce0b8825e889</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bdfiayQAKewqEvaU6rXCv</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'danish pop', 'electropop', 'pop', 'tropical house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MØ</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9570">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fishbone</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48043</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2X3pNc13eRGofTO9Yt3sMi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e048ba0356fb18483f56ea40108ee16ca32ef6f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'funk rock', 'ska', 'ska punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4537">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke - Brian McComas</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21gKz1c47RLeSAPMWrWC7t</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3955">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e633368fb6616b54d50d1e97f524b8fb60aaabaa</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everett McKinley Dirksen</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WyRpeTt0MNjh5ogMpyfgV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4125">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wQyX5625x6IGls8zLLHMB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20273</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Lynn</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1dc82bd74a3b41a392012232688c688b6f4f4c6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9935">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7C1CFA2GWGFc51SrvX5Bvy</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'jazz blues', 'jazz fusion', 'modern blues', 'soul blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56174</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robben Ford</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/397f33fd3f87e4a4c86f3e11140718d72918b892</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5495">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Philadelphia International All-Stars</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c725c46178ff08b80d455e32169c8ac7aad4996a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">607</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65LAAoHRaxtbWobjZdZOuX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11001">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BlwsYRIt98byMsQltCPiL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shoes Turned Up</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80b07640738ad7f5e3a2f3a3d3682d38edc6de51</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10295">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35e56a4961b3c8c642c2df8d6a4ea2bf7a44c42e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68767</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Rivera</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic opm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic opm', 'opm', 'papuri', 'tagalog worship']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4w9rFB4pUAUO3OloDQ6wn7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1586">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FyYqlTR8CuFH7eRGd0tpe</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11651</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gether</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2702f0b87f81771d9cc1f9b1d99e379389b4495c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4469">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Lc0W6fVtIyzVXEOV6BbYi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Musical Creations Karaoke</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4d5e70d522cdab801194acded8deec9671409a6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10906">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'free jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz piano', 'soul jazz', 'stride', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Horace Silver</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57714</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/762e54c6a5d7344ae05da3b280b8916f6491bb43</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZATfKurLqflrBhv2FLht5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3167">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd0c5cc727c49d915520271dec7108576adbf3d4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jigsaw</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29NJ6VbDPYhqdXXANEwHc7</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4077</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1628">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2S8UlyXW4JjjHcbeg8ddIo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336710</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">702</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52467d6f26b4a94d6d6d344164fa6fdbeb7268f1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3705">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PCZpxHJz7WAMF8EEq8bfc</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'brill building pop', 'bubblegum pop', 'classic rock', 'cosmic american', 'country rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Byrds</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469652</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1cf7faba3223b4be7a0734f7c5cccaa39630570</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4650">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz saxophone</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfb579b134fe168cd68dc31accf4927c42dab8b3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bhckpkRmz8mqONUceSutp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60957</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz saxophone', 'smooth jazz', 'smooth saxophone']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerald Albright</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2535">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29kkCKKGXheHuoO829FxWK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boston</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/051ffa17a5832586c6e0f8ee8a705ad15114e9c0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1129908</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1083">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8227</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ferras</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81eabe47c5565c969a7c0de06fb914815df182a3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'idol', 'neo mellow']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZajykUFFll0Xwgal0fQfO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1381">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b93e869dfdbb5f16af8bf0d9e1864363733897b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruben Studdard</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70446</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel r&amp;b', 'neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0H0yrKDty3I7pPrNUSH3wW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4086">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NEWBEATS</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8029f6b5f6394e5b8c28737992bd257995196230</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zysAE2ng4N9fyBNMdqTgo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/946">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Muse</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12Chz98pHFMPJEknJQMWvI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12450535621500d6e519275f2c52d49c00a0168f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'permanent wave', 'piano rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5153484</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2138">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Jj4mqGYiplyowPLKkJLHt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/750adcd8c37b62d7c5843cfbafe0ec491b03b745</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Cochrane</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian singer-songwriter', 'classic canadian rock', 'mellow gold']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30239</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4606">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CDoRporvSjdzTrm99a3gi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2692094</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ludmilla</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop', 'funk carioca', 'funk das antigas']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cff72cf884c76bb559e56c10876614155623e1d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3427">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UpFUXmXvDV7Qj1SPymamh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">205703</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31f1b1610bcba01626bd1ce55aa2801979e1b9b4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'outlaw country', 'southern rock', 'traditional country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Daniels</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4058">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grady Tate</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T7xYP9ZRJytj25VAAdsB9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1270</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/048b97d1af79c93b05ed5a5efb4e8101eae252fc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10414">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starcastle</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bWkqEiCzUo1qRiQXI0VdJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d03a615e48e363d1222f23a4b5720ac1727215f0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5465</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5693">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['singer-songwriter']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26cyEknjBMpiYPYK2zi974</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0281b5bef346520f40a0ef274cedd4a67ab2e4b2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny O'Keefe</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2477</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer-songwriter</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9040">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">el paso indie</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38352</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bdf9d1f3bfff82c9d19ce0917532c062036bfce</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['el paso indie', 'emo', 'emo punk', 'midwest emo', 'post-hardcore']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DWWL4kwLZMBLsmVsbZYHR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sparta</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5723">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed5e8adb65412ba59079e64a5e1308964453e266</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mnvGu4mOJr5MVVPtvaZo6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Alaimo</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4180">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/427b1b9c5b3c5f8d3341b65d491342528be05896</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1I5Cu7bqjkRg85idwYsD91</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'surf music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duane Eddy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41825</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10285">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9823182e119b591ac36a90760e585620fb78d34</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">610</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2003 Broadway Cast Gypsy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lmpC3LOMxB6doSzKym9Ax</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4762">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Studio Allstars</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27527</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dJ4EXAj8j47TP3U47T4Sj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26aa90ab025d9cce1105d507403bbe2da0f1df04</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2370">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bulletboys</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92762270984c4d5ad14b06e0eeb50503d37502c8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4E35ibCNOAXiBdd4OMnlrk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62586</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6071">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16QtUGLCcAypi0eZJsu0zd</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock', 'merseybeat']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mindbenders</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dbfeee7143344e91eda05487ab782fb1ad3b8b5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1160">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Groban</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fc90f78d4e4d6db0a2593b3059a5d187360f714</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">462891</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cXMpsP9x0SH4kFfMyVezF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2319">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock', 'new wave pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aaa4a0e762aa4ec3ad6d109d1b397d5321bbd328</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47015</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alannah Myles</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IYnSXO40Bh7Zdqhf6rQoj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10456">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pVMD4bFwl4AyoYyyo51Qg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bd9cca4cd9b7bc145272387fd62a8a96d6826fd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barclay James Harvest</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic uk pop', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68930</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8075">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">balearic</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45740</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2f602b6cb879b359ebc588547735c4448f803ef</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['balearic', 'brooklyn indie', 'chillwave', 'indietronica', 'shimmer pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pW390CJdmhakvtcGZIqGP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tanlines</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8454">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22552</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52c0d032450846946007e8afbf0b2e3ba44a2e82</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vato Gonzalez</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch house</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mDTB962RcRuArrhQazgOG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch house', 'electro house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9993">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df58263898a6949c2d25af17742aca9fdc4661db</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cHNdXdvXSSCGLlXdYeyQH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brandos</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1396</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4057">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35CbcTQSprsyapTfdPxEIf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Barbarians</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89d6cacbc30285ee92898800e92ee2d515396ab2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3033</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'protopunk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10056">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SPpIF97zCZ2CaOFtDNxDX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1fc18d18e51b6452af71d4b3ad306be91b878d9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Down $treet Playaz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9609">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap', 'g funk', 'gangster rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40591</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Cjv4IeE8gjeiXvwRjwSHb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bushwick Bill</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95d4b5d372981911866d396b298d473b3dbf6203</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11074">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7k3GF3VHILrnDdAZ7huizi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Make It Hot</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11438">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Out Trax</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4otuqfcl1xmZnbdQEtPJfx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32aa5e21b3b2e4400afedc927abbcaecd96438f3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2039">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1714454</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/143c01f407ed64a4b3bcbc92d24c05ef80981251</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7t0rwkOPGlDPEhaOcVtOt9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cranberries</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish rock', 'pop rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8635">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7k2OVLYjYoFDAxfVOl6ZD2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18759</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56b7fd7026664076317e636b472b6b52251a5196</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'violin']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julia Fischer</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4345">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sheFltPCALk1o9MxUnJd4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7cd0eb7820603a2b04a28b2cedaf292d3f6e1ba</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holiday Inn</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3303">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.A. Carpool</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47fxSsneKsa21U6GhzdQjj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a76f8a59657540cf3359a29c453fb634ce2404e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8055">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'jangle pop', 'power pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17722</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ij97fuR3unjlboQfIYs31</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edb148dbc8065bc45346d2b2864fc06c6414af41</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brendan Benson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7619">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35C0NSLogAwImm8HAMqEmG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110594</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atlanta indie', 'garage pop', 'garage rock', 'indie garage rock', 'modern rock', 'neo-psychedelic', 'noise pop', 'noise rock', 'nu gaze', 'punk blues']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atlanta indie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1bf481a0b6b9b07bda414eacb2fa722c846e56c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Lips</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6085">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Kuban &amp; The In-Men</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mvCluPyR7DZS5PTHNjp5O</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/822">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep dance pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22641</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ce1fe843666d6820e32ec9ee6e85ee67c492d6e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nayer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ruutHJcECI7cos2n5TqpO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4289">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23OknxGcY1i5xX1TRPilMj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b8426cb5b67a7c62b6205dbaf0a0fec98f76c09</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace Potter &amp; The Nocturnals</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109782</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'modern blues rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8357">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZAjh4Tv3zQYCnA7AdRJ9P</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otto Dobrindt Piano Symphonists</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9402">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryan White</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45kyLFJs5SIEqyzfVopuSc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56db26d454383fe2700981ff50073806472538eb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47373</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3040">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/826d206c73f95f1353383c17f27f22aeb628369a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wings</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sFhA6G1N0gG1pszb6kk1m</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">393026</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4678">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mick Guzauski</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kBkJhHwbshC3wJJphhkMz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3546">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russell Thompkins, Jr.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vFFK9T74YkzeNYkNvjGLl</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41a6ee4681753e1ef34497c1de6155c9a001a5b7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8951">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Institute</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6597</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dw20y4c03uTJPC7rKoDtS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d09911694adc631f6bc2b3952e784af3c0f53294</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2890">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19256</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greg Lake</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Uw88LgaxdanDItfR0JyJ8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d31a03e8531fbb06a33bce0922f631d029d0d476</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3214">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wpS6LUdQYMoAreKITVtrH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ffd3d39b325d065fae4d0ce4f97034f2d45eac3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amazing Rhythm Aces</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10761</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'outlaw country', 'roots rock', 'singer-songwriter', 'southern rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3069">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18916</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicolette Larson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a4c2b7f7b55e0123e58d9555218e53add136736</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NCXrh1XOnHNp4mM0JUFJw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2962">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24Wa5wIZIo1sPkzVGP0B5p</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Townshend</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'folk rock', 'mellow gold', 'power pop', 'protopunk', 'pub rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7970b65abb635b49a8993fa11c440f1243bb37ae</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149134</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1249">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a522c7faa13cf4321ca6bea075fd97f75f40cfe</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">499046</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ying Yang Twins</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dance pop', 'dirty south rap', 'gangster rap', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44PA0rCQXikgOWbfY7Fq7m</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8843">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Caminantes</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7aa2d60ae801f2a8f9a3c502e479f3907a53bc6c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">544070</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ziEnj8UydSg8dr68C3aut</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5721">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xKvIIizveDU2e542VdHCT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bang</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic blues-rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic blues-rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4102</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da12742f6141c644764ed0d4cd40a826067c5147</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9274">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7fa07d435960d521df3ea0d662a2441afc8dd4c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Sporka</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tfJNGH0H6MudsgqCS7DS4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7722">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efd56bb0c759e5103d8b06374fcd6407c152ba50</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal', 'neo classical metal', 'progressive metal', 'speed metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39909</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fates Warning</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4S6URhg3PMKnCv9clR4ejE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/498">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'australian dance', 'australian electropop', 'dance-punk', 'electropop', 'indietronica', 'modern rock', 'neo-synthpop', 'new rave', 'pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67hb7towEyKvt5Z8Bx306c</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Empire of the Sun</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1787956aee7c20f6a99f26552e19eed2b550ff61</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">827738</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2211">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">585</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Naomi Campbell</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IKQKM9T5OIshijgLD8ZyK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4361a6edca10a2eade10ecae483872cfcb046977</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4580">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eastside Doughboi $Lim</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xBxkwR7MvXaTnF6rlVBm7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8411">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305920</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/980b6c7d05c2f8f661853f4fccc7580ebf891820</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'electropop', 'folk-pop', 'lilith', 'piano rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vBKu1igxFo6g1sHADkIdg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Nash</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10031">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep tropical house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Wut7a436LtYdSdvt9OmMd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eSQUIRE &amp; PETCH</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep tropical house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4641da6e4117f38964cc665d9dc265db0b4605a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/639">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">axe</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acd2c342d3d0f51bc64b1d1ca4378a37b14acafe</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Claudia Leitte</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">778224</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OjoIDVPQKT9B7loZbPEfp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['axe', 'baile pop', 'funk carioca', 'mpb', 'pagode', 'pop nacional', 'sertanejo universitario']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3061">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PcBO8RTEZD9qT3go1hUG1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philly Cream</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6de11b7cd130710e4b45fd3755fcc2ccfafaaa93</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2944">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175368</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leo Sayer</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3347cf1d8fc3e0ec65b86aa8ffabb738f3b015d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04LIHk1SobiQwt2tlupoAV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'classic uk pop', 'disco', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4934">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marky Mark And The Funky Bunch</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4046bnFxFJdLEtG7F2qXaV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4e9fb16f714638660eb29585d2ad6064d15abfe</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51883</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9132">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1715985</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pepe Aguilar</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grupera', 'latin pop', 'latin talent show', 'mariachi', 'ranchera']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grupera</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03Yb3iBy9GCifXiATEFcit</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb3bd51c4a480f12505e6e8278a6e39eb39b709d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9683">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0bba316ceadf95b3e731ed14697af1ead59d0ca</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296884</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'deep big room', 'dutch house', 'edm', 'electro house', 'house', 'pop edm', 'progressive electro house', 'progressive house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laidback Luke</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53cQZtWDwDJwVCNZlfJ6Qk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7842">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62309</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c70f41fc0c38103438af953b6a335d75ff8c419</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b', 'neo soul', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PJ Morton</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FMOHE79X98yptp4RpPrt7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/624">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2304580</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alt-J</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XHO7cRUPCLOr6jwp8vsx5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ac54cbec2f1b3f5f1b7f6fc23acb9d00c70fb51</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1174">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25IG9fa7cbdmCIy3OnuH57</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dixie Chicks</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efe2d855a9fb185e0785aafa3adba08e66ed974c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">795172</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2652">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tFvFDca4inwWMY5vupFbX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f10bdffd0a59e67d549e69f26a1117f33a90d2e2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coverchill']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22437</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coverchill</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cooltrane Quartet</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4384">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Cook</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176915</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90628c82eb85bb217d8820f7963b9852a6935be8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SQxI8xg6LcSWL3KuGVHLa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol', 'neo mellow', 'pop rock', 'talent show']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11035">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8158</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f8508b4952f420bf6ad730822109e73f4c55920</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Hendricks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'classical soprano', 'opera']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NkCIDMU5HgFAyVLVdCWgE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3350">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a3cfae4df22dcd8b4cce106108d5171761095ba</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'classic soul', 'electric blues', 'soul', 'soul blues', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88057</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48nwxUvPJZkm8uPa7xMzmj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby "Blue" Bland</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5228">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DDhmwACy5fS4W6Pv3ZD8w</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f383b9cb358f059628be2bd577f01e8e15ad08f9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Hamilton</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4054">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'medway sound', 'punk blues', 'trash rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thee Headcoatees</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6813</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5c7fc27353cc5e8038c6c1a6a654330e6e0f45b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MDoUyChsGrYbl9DeV9tif</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10174">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4203</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14RYY9XL83LYPpsHle6W9G</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88a29ecb8bcf33d3b0264a85f5aeee7f218aeece</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5194">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JQ8xWhz5CBAeH8XyTtqRJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5eb859cc1d8371c9b7ec919aa3703a027fad341</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maureen Steele</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4618">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep latin christian</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep latin christian', 'latin', 'tropical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Son By Four</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d8b4cbe5aec9f1229962219c4664b6db9d76d16</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qyAl8T6GTcaOViaI7fs1j</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46193</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6334">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">485559</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'minnesota hip hop', 'pop rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GAS0rb4L8VTPvizAx2O9J</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atmosphere</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/407284c308c6f06f3e58756038940ea961c44a4f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9254">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/937a3785bd83f3b884a893a586e8232e15075827</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'rap rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Head Charge</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ig4qybKXgMN2FLSM7GKau</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58981</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8233">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75517</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30h6MvMZfHQ8yzYCbfHMMT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'post-grunge', 'punk', 'skate punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2643bf63ec1d1dcc0c6d00a756d5c26c31f4db29</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unwritten Law</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1616">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iwJZqoo4TmCIiISdHdhbQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40c6e54c457f36a403b1fc373ffef98953cf145c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.L.</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10760">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1135</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fat Mattress</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e6b8eed48184d33fbcb4cdd86fb15e887f26bff</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xjOycOXYaQa3DMvbOOPhl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5012">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EwkW1WvC9vRyTz5ThNhIg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dino Romeo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb7aa33ec56a4d55a1a7f40101aa38815713af64</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7918">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reinhard Peters</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cc99651c21345914a7bb865365afd12fad32480</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03MN6AwQCCVC6P3JdQwyRh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/169">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b7682c463034f7cda95f6ac7a44385dd000422b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Demi Lovato</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14762505</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S2OmqARrzebs0tKUEyXyp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4041">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0adetEU8Vg0fU96nkB9Zel</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/238dd487564d5df624274a2840e1963cd9851d84</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">430</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darrow Fletcher</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4137">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Goodman Chorus</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LxdQrlFrAjbEq2sVGUJEd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f4b4d1355043ad7911c0fdfe737cdaf1d3ac5f7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5780">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bloodrock</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic blues-rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic blues-rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17ff899249f38fd45e1b8b9190fbc0efdb45f43b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">522yoVmanZmrgK5qy3GyRK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4774</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2477">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M/A/R/R/S</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3082</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fe622f8a04d5eed489130012bf681e4a2c0b128</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13jRo2FyagCX9wrKIpOt46</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6646">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371487</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Accept</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JDIAtVrJdQ7GFOX26LYpv</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'german metal', 'glam metal', 'hard rock', 'metal', 'power metal', 'progressive metal', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a6d672cf8c8efca8934e39d193e84f9c3cc3b17</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4551">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15003</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27b4547fb183aa54e10eb48a2df97c4fdb66382d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12bBoCZdPZbBEq1xHT0heD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebecca Lynn Howard</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/256">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Derez De’Shon</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184054</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C5vXvYnmVVTKw4GVCKGzM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd25111ed116879614723278bed89799294c23c5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3766">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'merseybeat', 'rock-and-roll', 'sunshine pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82eacf1ac89b6370b856c57dc246673efb380f54</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vogues</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ma8KxtvoIDSU5fHtuTS9F</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22823</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/103">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1427491</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iEtIxbK0KxaSlF7G42ZOp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8986705c72b71411c261c0f9eb65b6a2c04cfe90</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Metro Boomin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8020">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Far East Movement</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">698hF4vcwHwPy8ltmXermq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'pop rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93b2785adf676fad08b852122e6e48753c3d966b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">869755</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10769">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EtaYpGNKSdI7fYF1CqYfz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Barbour</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/130e6b43968f0b87635a82c660587a81c45993f3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7954">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['underground hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CCrgHVEWtg8YTEn1UaYug</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">underground hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132859</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MellowHype</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78903315754d572ece8949414fd18100da87487a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7210">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70221ac0f659f3a515de437977625576ee468994</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Los</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29M3C4IzWXrztUr4cV2umC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50147</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10128">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soho Strings</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fe7cd0f30fa38ef92df69dc52b69453dbbb5237</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74AIeMjPiiFAfKe3eZhPtm</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1524">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sum 41</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ad9fb703dffe649bec3ec92abccbb280276316b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2174028</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian pop punk', 'canadian punk', 'nu metal', 'pop punk', 'post-grunge', 'punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qT79UgT5tY4yudH9VfsdT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7877">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">shimmer pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wild Belle</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7841544ed06cc71bb94c34baf8e972be5a8a8522</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wHZkzWXD9GPr4RQAYjUcv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119166</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['shimmer pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5280">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Lee</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e6f0eda7766f8f447c7999c28ed9d10221c49fa</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Y729ErsydFUk0LNrCkdIH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4101">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Del Shannon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113440</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/983c727b6ec616b62d2ce5a8a48e0e4bdef59b6c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3c8WoNjBfyLJhFObE6RHgs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2326">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zeHJIIfNStVfxlbT72UwY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25869007e56dc1dffb2fc4cc302bf3a2e78951cf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Murphy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103634</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'dark wave', 'gothic rock', 'new romantic', 'new wave']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7710">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114516</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard rock', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9adc20f9096d71ca60e86c566c48c27b1b6cc7b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monster Magnet</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hvwEwrCmGj22uURGVET7Q</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7327">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34XlPCFfB4vT7P1ekWq9Jc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105733</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guster</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston rock', 'indie folk', 'indie pop', 'modern rock', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22019e37540fd1a2526660a1ca0b506e68d00c6d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4697">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f129d924050d9e887fb60341e2848b986b45ac45</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZxfS7QVozS4Gp4jeLPP1u</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blair</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7515">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chillwave', 'indie r&amp;b', 'indietronica', 'metropopolis']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c785718a586965bd913185308278d76bb881936b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">How To Dress Well</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jLcgJjDGmW0HmvbSf6lEI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81960</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6330">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MK0sGeyTNkbefYGj673e9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Behemoth</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56df76b1c29b869c871fe7f37053ba68f573828f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281305</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black metal', 'death metal', 'groove metal', 'metal', 'polish black metal', 'polish death metal', 'polish metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6631">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Jv5eshHtLycR6R8KQCdc4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'baroque pop', 'brooklyn indie', 'chamber pop', 'chillwave', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'new weird america', 'noise pop', 'shimmer pop', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/986d8d77dac4a075ebb30338f6db85ea923144be</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grizzly Bear</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">589219</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6617">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Texas Tenors</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4a887RmUAVVo3nHvPNkSi8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3097</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a29ef505f92d89f3fbc93e31bb57836eba61eb8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9325">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5D7j3YOhscvrld2WzjSIpN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phife Dawg</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20365</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b0b69cb36c6d207a3b00e07665d5d3ff8c329a0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5063">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11487</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hi-nrg</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb0b53d7c2fea436db743651731f6f0ff5f9ef41</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hi-nrg', 'new wave pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sinitta</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nUUfnmwd9mdpTPwMcM1hd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6476">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159439</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordan Feliz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a8534a4b3d4876f1e02c98aaf5742852b1a7239</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TgNiaeQaWssaH9aWjbqnA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian indie', 'christian music', 'christian pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7835">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grupera</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vicente Fernández</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grupera', 'mariachi', 'ranchera']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2394485</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33fbe871d38cae62a623fb7901b8ad9cf8f52f18</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PPoI9LuYeFX8V674Z1R6l</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1155">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e49f1e1bb438a866472e97dc2087c87afdc9e5c0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8092</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15Y1yUEchPPl4w20CLvFyb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Boy Da Prince</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9526">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british choir</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dDKUFwinr4kwEjiznLwdm</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3225</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Choir Of Westminster Abbey</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d17c01d6f7dd59e30ecd7f95749bb1da669db111</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british choir', 'choral']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1301">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146705</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59d4a64b685a88a4b3878cd66771ab4fd6932077</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Mox9P9U7HpuAd9ULwvP7N</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teairra Marí</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11508">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbin Thompson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11758a4f82ae34604256eda7b1651843a1a4cf38</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46ZksJuntJEBE0jYFwInK3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/329">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AdjzZxHJ4MfbImx2rD0Df</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae en espanol</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5100e8d0e55470db3362ea7c9c36224e99767aa1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29425</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae en espanol']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pj Sin Suela</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10311">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be773ae4bc8c983628ccebf7c63b805960f316f4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Headboys</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scottish new wave']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nWqtFnTOCnqvONmyQIopB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scottish new wave</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1229">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73acebbeea018039e93727d2c78f46b17dc126de</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vkJFCwstOoJO7yQ4lTtLK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'post-teen pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paris Hilton</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302954</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5814">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobbi Martin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e63a89469cef9625dfc6a0f0db8b3cb6bb42d778</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JVqOROaMTUZ2wUFwkfr1A</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6174">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reparata</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pjiMmGVz6Fz9UrHVrSzt3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8a3a254c7bf3682d0f280b86c2c0ccc9563fbdd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5569">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Douglas Lucas</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hRUG5yBoxP9wUVzpot4xG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5792">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oJfCaCBlG3uujPcxAWVgh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Helen Cornelius</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11a8ac74a0c8aff25eca2c2a72c46b8bfc70c54a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/884">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bun B</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffecc1334ae47af66883410d7bd7ff66cff5b4e0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">449248</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45a6gCQWq61lIUDmr1tKuO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5197">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Kf7VEIRWquxrNIuyJZnfF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26960</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e8fe20ea204fbd6e6e1cca067894e48955d7fa6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cornershop</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/410">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">604086</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6759df8b05efa25245af87f9e49b261f8a07923</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6d47Z08T4snK50HgTEHo5Z</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hyphy', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'west coast trap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sage The Gemini</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7066">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9944224cab8aa2ecab51fb4773e438781b2b718c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">564889</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yEnArbNHyTCwMRvD9SBy4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wolfmother</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'australian psych', 'garage rock', 'modern blues rock', 'modern rock', 'post-grunge', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9603">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5475</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">compositional ambient</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/046e8244c188b206ada890ed61049ffa91d59659</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">461sVAxk7a1yog2yExyBRX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angus MacRae</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['compositional ambient', 'focus', 'neo-classical']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/447">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb60d16c97a9fc54dd998a6d34219073399e087e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6316539</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Mix</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3e7awlrlDSwF3iM0WBjGMp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'girl group', 'pop', 'post-teen pop', 'talent show', 'uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4451">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jCX6LoIY4UhTxWoVFNPFe</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Club</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41bfaf80369fe7cc65bb11ca28dabcecbdc2f8d3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11312">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f34f4a17578224feefc6d8b28db0f8b84ca536a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz guitar</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13975</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz guitar', 'vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Yc3oYPNlABAj17eZiNJqf</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Pizzarelli</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5004">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'chicago house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AEHGLRSBHwSr4VmU7IOXj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2469ce12354523e6c368edeb32cd56d8075c8c5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">981</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Konders</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2639">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chrissie Hynde</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afdf6247b6a9528fa7fe9f3870288febb8a2d556</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ozLlEZTdSV3pjHgWwZMsi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12411</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2307">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linear</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/894052b82f45c0f550dd8321a0cef4fb690f812e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7255</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22i8GlNyvBRj7b93jmXWT7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5463">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19354</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3R6f1aBWwde7ZqGv7hf4dY</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54b392427590788ffb5978efa5605800d01b3ebd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eruption</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5948">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oscar Toney, Jr.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0j6dT8Nkqg3miEAdFHKfYE</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/543601440b05f4b1607316cd9b4f3469c99d4f76</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metropopolis</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fd538c4aa21542d840e17773e6c8802196d1c4d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bastille</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metropopolis', 'modern rock', 'pop', 'tropical house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3776115</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EQ0qTo7fWT7DPxmxtSYEc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/290">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin', 'latin pop', 'mexican pop', 'pop', 'tropical']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8633431</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qG3b048QCHVRO5Pv1T5lw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enrique Iglesias</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d75fa1dbcdd5bcec9bdb56dc4f497284abbbed6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6290">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">escape room</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9acaf10dfe68e1c72430aa710aca033ae9b80fa8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anderson .Paak</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['escape room']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jK9MiCrA42lLAdMGUZpwa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1151027</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5704">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy James</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eRORqxEbt7ftbaaWP0k5v</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c432f2c7e1dc0ce4bab1600f4b39af4775ac18f5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9654</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3173">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul', 'philly soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10065</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Holman</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c38e7aecd0ddbab4688e69046cf2878a0e159685</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hLuzWVCPicO3nNHfFvB32</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5083">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3537Phr9t8GWkY2GtxDpnt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94238</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12eb78227f5fbfc59ea54d420382feda3dee2e86</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'hip hop', 'hip house', 'old school hip hop', 'rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fat Boys</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8671">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4898</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5C7bl8mutzXDEMAFrhHcXt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terrence Howard</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a34a0b2b8d839e38841fc428ff8eb6179442044</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1649">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156267</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/559cd00f4c13fb92abb76b70aa4e63b1dda111d2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L6Gwm0JDrgIQJfjarWSUR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edwin McCain</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5662">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3765</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeanne Pruett</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ho9AFq314C9J8fvtspLSe</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'nashville sound']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6a7dac0e29b7ea3c76d506f19381098bf4202f5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1863">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Men of Vizion</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12752</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3F2OLfXfvIqLdvbKfrszlq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ceda5a833f2a33b893ff8633e5e78fb856bf48b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1190">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toni Halliday</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26a9c3edd98590a677fc6994a36f58285e02a653</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">400</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1k92N0jplAxEijUxiecNDk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3926">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51e18ea8e2a739cf9d28bb5a663d475ffde9dfb4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hK26QoGcuKV3lH0x9MvUU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43651</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indie rockism', 'indietronica', 'metropopolis', 'modern rock', 'shimmer pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Colourist</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6876">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OhixIUJ2Llf74OEujFffs</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a161458b01099be8f5780deea04c771467de1de</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prestonwood Worship</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">793</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1706">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'rap rock', 'west coast rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1012514</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fb4bea3637f5afd66dcdbb6caf48e0ceae45de6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4P0dddbxPil35MNN9G2MEX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cypress Hill</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10249">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7it7RH89tNfgHFlfZAMtcJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Lordan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85a1ec47706e34e2b47e89a6c8d795dbc54a1a45</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2380">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165927</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dead Or Alive</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'hi-nrg', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WWSL6rElJeUk3Uc1S2RyD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a26ecb521c6ec59fc5a2e581d53829bcc624342</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4301">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a5d7be5e21528d61a2f0536ed2f20a9804417b7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zUgtmO2MEBxQA0sf1rxHw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dancetronix 3</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2089">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eNcGigUaM2P94UFUCoIe5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luna Arcade</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5423">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">UFO</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f15893f87a3f460765776905100bb6ea17e3920c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242439</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Omy3P5hFZym7FKum1JA1s</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9836">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hardcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24559</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hardcore', 'canadian punk', 'crossover thrash', 'hardcore punk', 'oi', 'punk', 'vancouver punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g92p1YpivbOqVLiYVd4Yk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.O.A.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/815fcafe23b920d3e267c1779fb005e5eeef7c02</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8600">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3760</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian music', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bluetree</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wxsb5XfAAM62aseGtdD18</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53a8c46acfe6735a10a90bbc484c10abbf99d5db</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7719">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VBflYyxBhnDc9uVib98rw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">627181</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Icona Pop</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30ea1d461c1614d8f02fa2a02bd22b9d067816c1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'electropop', 'metropopolis', 'pop', 'swedish electropop', 'swedish synthpop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6254">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2330cfa2bc70ccc31787239669a2b713cd3d8c6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Fabry</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic belgian pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1385</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic belgian pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ezNQN1zNGo38f5LJrfjZI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1767">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/420afb038c78cab23b6e02bf5bc5c5c85eb26517</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0K7VN4aHxHcEb7PqkfoIVA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk', 'folk rock', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawn Colvin</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64340</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7760">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71000</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Watain</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atmospheric black metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/106ca4dc9f29c4c43d8fdb0fedbc7ef6d085d48b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atmospheric black metal', 'avantgarde metal', 'black metal', 'black thrash', 'dark black metal', 'death metal', 'metal', 'pagan black metal', 'swedish black metal', 'swedish metal', 'symphonic black metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OpHsZuhfJMU9PZ3zkyUQX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4227">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1253</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5468a0c275e3e88b680281f69591b08503f5ebd8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Pro</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QQVBYuFqkbV1je2L9aV1Z</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6405">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">This Wild Life</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144947</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3b1465f02cc6415cc20f59a102aa6bce2edaab4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eoazmwspxeKFenMP1PQva</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'easycore', 'pixie', 'pop emo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10655">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0ab19d179ee4f0c1e527f446a6c3df627985eb3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Whitlock</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1040</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OqxyqEQbfqk2UKqfznUek</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10362">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100766</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6R9Mv0bgGE4Tqxna1q5Mrj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'disco', 'funk', 'indie jazz', 'jazz funk', 'jazz vibraphone', 'quiet storm', 'soul', 'soul jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/246e7f3731371bb61dd6ed974bb85987d55dd3d1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Ayers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/469">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'trap queen']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53dfe0b7d5684cecd34194ca096e2e8b59b4501c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remy Ma</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">383796</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39mHYiNmLR7p8PXNG8Wll6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7511">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39968</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PHOX</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ebb9208abdd257086901578ed992339bc24775b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'wisconsin indie']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ix4iw2URncSdE7X292bXy</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2399">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5959</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ann Wilson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c28744da783ea83e556c470c44136785259222b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lPDIYPFDs5gpcToUczJDs</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/66">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">XXXTENTACION</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15UsOTVnJzReFVN1VCnxy4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/942afa81f0a2298ead0c154fb7b4b606de48d9e6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14877177</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo rap', 'miami hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8095">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MLs9allBZrajb5Dc4146L</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9e2d0845b908eb8b3e389c0ef78bb1e7ea837bd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mexican indie</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mexican indie', 'trival']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75455</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BallMTY</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9701">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">s t a r g a z e</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/899776360e7afc1d82b6da6e88a3352609fc05c8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1287</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ArmVuGn8UtsupvhL3suRy</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6729">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f3a43i1MJZwdjEpV1M0oH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Demon Hunter</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167608</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e5eb9266b4ba2008a441c92ab2fa9c90f262d25</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian alternative rock', 'christian metal', 'christian rock', 'melodic metalcore', 'nu metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/544">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f36d3f900eaf8381b0d3f5febe0e5bf8c94dbea</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EnEZVjo3w1cwcQYePccay</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N.W.A.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap', 'west coast rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2472667</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/549">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8cc41063d32d5b1e50a7b05782806c778088c2d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1506871</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Big Town</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CygdxquGHurS7f9LjNLkv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9831">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/148234eff519f321b6cf182003c4001210c505f7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shinehead</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'uk reggae']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AcEt9ujUBWQ50cZsaskWo</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3950</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10092">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10bd9f90a2f3c9e22eb26ed1b50c342bdbbc0de2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cowpunk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18016</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cowpunk', 'pub rock', 'rock-and-roll', 'rockabilly', 'roots rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dr7fkIRO4K14g7U8SCue5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blasters</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10526">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FoHP9nats6BdxFSE3b1sb</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cosmic Echoes</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12a6d23fa86700bae50affdc01b8fa34ff0ec906</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5781">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues', 'rock-and-roll']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wilbert Harrison</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df4a8731295dc18b76080581d1b5c7a1b281b317</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rETVFaF9VOFPmmzsY3kO6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3588</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10168">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08944edef8b3b60252250413edde7aa28c0d4597</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yiWIM5ZIJflGollwhNo3D</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damn/American</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3008">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e44c0bb9e937be94bce9b21ffe012d1489c8d31</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124126</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OheJTrDFGiyZ67F1BBLhc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'mellow gold', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Gayle</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4039">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A3bl1xizicm2UoXHmmkkq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a359978055e9d00cb5029fa635bea7a7f7e017c9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hedgehoppers Anonymous</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5474">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b37bb6c85f7c137a546e28d77d3ad08f106adb89</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1927</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">screamo punk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Belle Epoque</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['screamo punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29r633A8MJhwlkoljEf1L0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4351">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3K2zB87GZv1krx031en5VA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Roux</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance pop', 'electropop', 'indietronica', 'neo-synthpop', 'new rave', 'pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447402</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67c6caa7ddec723a0dd36d90e246a6f935970358</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9909">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nr2UtzP8aCphyHM3IEZ9P</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1680</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foster And Lloyd</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43e259db78e558051b34ff4bb4e48dd8d57bb614</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1505">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2M4Yt7oKGoYd0wqU44k4i2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Tritt</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'traditional country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/354f768d90fad7dc288cb0942203bbbea34cac14</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">590213</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4045">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Newbeats</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c52950e15f784275de9f268dc2ca4b46bbc70048</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LK7EEHFApe9FZbFRFyBDN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">812</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10569">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/753e5e0cb462a1ac098b439c3608bb1ad03564d7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Airto Moreira</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3poGT6mQeOlXOdJwvXz5T1</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8101</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1864">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Lattimore</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200973</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UjTUqWfGkof4L5HO5NmzP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/022d13911ba66f6b9c1de8db356bddcd721ce90b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/609">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Ryan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41PsMGvbGsJRtAXk6Kbh5n</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6740">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317009</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03463cee551c78964f76b0067307fba60982129e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yQf6b8hxahZaT5dHlWaB1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raekwon</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7187">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78772</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cattle Decapitation</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal death metal', 'death metal', 'deathcore', 'deathgrind', 'goregrind', 'grindcore', 'technical death metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67ZMMtA88DDO0gTuRrzGjn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal death metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3ffc0fabeea7fc8edab62660bf9a3ab80f37edc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7031">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Summer Set</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6cc016a37ea11a4eaf79e8b157744fc24b4b36f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'neon pop punk', 'piano rock', 'pop emo', 'pop punk', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pwyD6DhbFWn8uVSz2Fr0w</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230804</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1791">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nu Flavor</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gdX1GbQ8sljsTVwDaIpkc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a79fc42e2136611b03b9a62568fda6d512a7847</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11715</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7878">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102328</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0F6yRPhUj9fUzWn0z3ysyr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/924a6924acb916c76026fcf066dced50fad69faa</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'outlaw country', 'red dirt', 'roots americana', 'roots rock', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shooter Jennings</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7389">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1O10apSOoAPjOu6UhUNmeI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['future garage', 'indie r&amp;b', 'indietronica', 'new rave']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ab04be49872c10b658c800efb6ee662599e4590</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SBTRKT</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">future garage</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">543918</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/974">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UP6OF8bXbNS4E9n2YwlsX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherine Tanya Anderson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8753">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">438959</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47ac0433afac9dc6d3252f097db900d45abefa09</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mYFuz6iY7D9X78rOXg5CG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Akwid</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop', 'mexican hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3595">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Escorts</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae9a3433bf71015fcc647fa6f39e3fb03b25e657</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18399</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LFrJ9S3C34Uzuvy1b6VRM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1622">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will Smith</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">566612</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41qil2VaGbD194gaEcmmyx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b3b3464739b0a79bd505a4822205cd4c7479295</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3571">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean Knight</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95ecc317bd38f4cfe53baac9fc4a42e22b0d7f55</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Tk0pWxTuQgnE5nsUexrLr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10329</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8985">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'duranguense', 'grupera', 'norteno', 'regional mexican', 'tejano']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cc09da2c7476c4adc8be8185571eef4b8cbe50e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270624</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Horóscopos De Durango</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46uJrEeqP88sYlHFqaGPid</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8162">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2C2sVVXanbOpymYBMpsi89</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cab</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff6eb786aff45ab50e9820fe39f359656640888e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416330</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop emo', 'pop punk', 'pop rock', 'post-teen pop', 'vegas indie', 'viral pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2333">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae558e3188aaee31fb009d9bec69c56a2738fa86</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AEDwJyvLfojF4iKEmJDMT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anything Box</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8774</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave', 'new romantic', 'new wave', 'synthpop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11317">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fernando Pereira</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c7c31dabb15f309803ec2fd1651dc62f5a2ed43</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YXFiAdSoHdil8L0EFtCwx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/894">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75070</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nQ59hkeciYoR6RreQL4Rv</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25082f0246cafca4cf83d93e94ce730a0df560a1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darren Criss</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7908">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Vn8Qcq6jgWN13werW7jKV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1ac027c984ebeb266a37dd0a3c3a47617ae4a1b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Misérables - Original London Cast</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45494</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1963">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miss Jones</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">465foFen0puVay6xVUsFwE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ac7a87c8ce2bc6bc026489d02c567ce7967223b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7136">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97d416a8ffb59ec86022434ce323ee01f5c8e265</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kaskade</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">717894</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TQj5BFPooTa08A7pk8AQ1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'chicago house', 'dance pop', 'edm', 'electro house', 'house', 'pop', 'pop edm', 'progressive electro house', 'progressive house', 'tropical house', 'vocal house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/465">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carrie Underwood</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3488017</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a4c76d2ba7583a5bb1fee6c6daeec1494cdb7d3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xFUf1FHVy696Q1JQZMTRj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1491">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Azar</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9346</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90cdd276acb8c8801740d34ea319c3e2ae8edb2c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6x9fdTmlcJVJtChlLgT1G3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10565">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a436dd0f40da08685167502ee3b1548a06987c4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mount Avalanche</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">411u3WxoBLRy4YBDSDcuuX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2931">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.G. Sheppard</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57188</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23C7hNBr8GRdsk3VoTSZXh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15a2b2f49a0ceafc1dd2a8c79d059bc2160b9aef</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1195">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lionel Richie</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7df837642a5107f47066431904e464eb0a3575f3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gMaNLQm7D9MornNILzdSl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1348236</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'mellow gold', 'motown', 'quiet storm', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4645">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/019400901c9d18ebc12a486d90b7ec14b78d5589</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Dexter</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tcTyQkSJfYkSk8cZPEZxj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">761</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2996">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dd2e179c4314996888f85d8738e6bd561133c76</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4r2UnA39uIXexqO1mABayb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4032</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon Haywood</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'post-disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/88">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ella Mai</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/575a623d09d4b40a0c1e956ced7e7b0378e0e58a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'r&amp;b', 'uk contemporary r&amp;b']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HkdQ0gt53LP4zmHsL0nap</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1955512</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/944">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6a163462d7ef7edf6a3050d9b9a5f8d6e475306</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">735458</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sbB4Yy6Qig51pKCIKSLw3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaheim</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/664">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daughtry</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a86980fc41c4ba691b51152625ed2fdee323f94</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5P5FTygHyx2G57oszR3Wot</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1196822</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'neo mellow', 'nu metal', 'pop rock', 'post-grunge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11431">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17ee368dfee6fd233c1aa75b7964677a0794bc6b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7skNRvdwTKOfCyHML9NZsG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1662</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Superbs</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2841">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kZBQcHbD4IKKEJIMnrRWC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/febd6c66f55ff7763d81c6effcbf2d750271f733</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'deep new americana', 'folk-pop', 'indie folk', 'indiecoustica', 'new americana', 'new england americana', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32334</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ballroom Thieves</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3736">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89851</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Vee</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'lounge', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MX2l6ewjOaeWn1lYNhzlO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7b3441a818ee3b20644e656b721b7fc251e7744</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11141">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2i75lRtiadHA5QV48DEl05</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7f53cc9fd65e9d8e89481b32f7ad1fdec02ea79</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Waikiki Hawaiians</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10966">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benny Goodman Quartet</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band', 'jazz clarinet', 'ragtime', 'stride', 'swing', 'vintage jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26vAEAV08relvScS4FUsIt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20868</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3353ca2443c796d12f990fbcdb4e894257818866</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6131">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7onp6ew3LGoQImTt1I78gt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Major Lance</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12808</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3aa9ccc7abc6457f6636f235692a0b315b59d37</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'brill building pop', 'chicago soul', 'classic soul', 'motown', 'northern soul', 'rhythm and blues', 'soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10960">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Lalah Simcoe (of The Womenfolk)</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3joKRppyC8nEyZ72a3vDnL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb497794e29a50ca3e0e308f0673f51b18a9cfab</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9810">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tIE8aoCILwBajCk89Eppo</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1da84e3a51773c06e0ea0ad04076c86f36b12903</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Collegium Musicum</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1021</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3031">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EmwLmcnlzIDxGfj0KvoDQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9117727d7f7b2e4ab897aa7922b45b7866b6168c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Ford Coley</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6344</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7919">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LbvzcuBK5iZHw7SX71VlK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestral performance']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e9f263b6c90c10e3e3a7840b064d02883afbe7f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Charles Groves</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestral performance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">406</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3392">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10c957ZEZtM1guLYUrCFuf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic nz pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Yandall Sisters</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic nz pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2743</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00098a40cd7ac5c313796e8ab62eeee910a047ac</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3261">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">866583</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jethro Tull</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk rock', 'hard rock', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6w6z8m4WXX7Tub4Rb6Lu7R</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b88837f4a883104ba27dd3621a12ec14b234c9c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/83">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13064444</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa46a79617c6e05f61d2718b189d8fa0dc29863b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6M2wZ9GZgrQXHCFfjv46we</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dua Lipa</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7847">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Keifer</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c8ce3c1fb30200a1cec6789335bfd995b27623a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13DH19VTv78pK41rFBOs2U</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5029</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8475">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical mezzo-soprano', 'classical performance', 'opera']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uw6GzeL10NfFrcikMo9Na</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical mezzo-soprano</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89a9a0ec632335a39a82e4ff1bf6b8cdb353fcc0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45111</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cecilia Bartoli</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10579">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calvin Richardson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73678</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa82bf57b254d02cbefb36c10744aeb3b19550c1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lckATQU3N7Ralsw3VfnRb</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2080">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snow</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uZFBSsMiooimnprFL9jD1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32484</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d0dec8e40b3e19bb48690caf3d8f9deec7b9ef4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1108">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7763566d5c16348b5f4906b407ad69b9f6e0d67d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenny Kravitz</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1626424</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">permanent wave</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gznATMVO85ZcLTkE9ULU7</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['permanent wave', 'pop rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6686">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'celtic punk', 'celtic rock', 'comic', 'punk', 'skate punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flogging Molly</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kQGFREO5FzMBMsAO3cEtj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432903</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/387932a82e09ab10e123836135f0135b4510b029</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3698">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Joe Royal</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat', 'swamp pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14038</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WFTfNjxQYskBioYk39r9n</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/165b1aa9ff8abae9d9d3f74bf8a42fe8c99b3b8a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2877">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RHq2C33SNJds19uWNdlMH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lasley</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8963">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1644952eccb5278fc12d7ff5bb9538a57513ffc9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fatty Koo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1528</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1f15kcWwtrNsy9Lpy9JRHw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3832">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/992eb47b3a213ad736f3c74cfdde67d43774f6fa</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20684</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Bravos</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ewJCECkpkh56w0Y4VWzSY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7873">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68048</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30QbUq31PEXAT4QFYZyBAM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3d20abd03d4fa5faed38a0ba56df4b476c30721</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap rock', 'underground rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swollen Members</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10586">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2596</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">native american</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e02d4ce1f2b3063760bdbf49659436adfe98b7bc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['native american']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2l8E4EL4K1KGVjKbkDKpKP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Miller</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5741">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8be5e5f1c685f1c4fa140ce24055ab3f4796816</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweathog</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YWSmoTEG3HokPwvvXMeRh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5104">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">922</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77GFTVwA0F6Ag1xtlYr0UA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d075aee1485a8e61978232a3df5f48ec7b3d9580</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buster Poindexter And His Banshees Of Blue</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7890">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b230436f8366ad68cd3d8b0821415f66973c063</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16897</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holly Williams</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville singer-songwriter</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mfdtMy6vJUShmdyCuJhox</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2235">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Divinyls</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6567ac02876d35351e4a93666af835f9911da012</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian alternative rock', 'australian rock', 'dance rock', 'new wave pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5t06MTkDD3yr5LVs3YFLQC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97872</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9083">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qa4GMXrmylKemymbElIwq</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jump5</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22195</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f3a652823516927fde80bc2ca2ae5ac138b11f6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10804">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indietronica', 'vapor soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a14d0c8a3c4c48b1a65a1c146f5cad6ed142406</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24748</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ANIMA!</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xbmS6qcRWTyILBoaqAPT4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4233">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd95619e3ba14d7f6d646bdf7f07c15d10741003</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7982</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saxtribution</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coverchill', 'smooth saxophone', 'tribute']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162Iw1wl4VRGrKJNJL62H1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coverchill</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1910">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Onyx</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10Khz9BDdDT2mzm3330Cvu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00bcc9829c5fe8e9935e71f4a640c01208ceab78</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207391</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5954">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f9ae3ee78f2d833fc083a674d8a7e105b6c7837</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OdyhpUABf8avaZ9r8nI1u</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155306</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'cuban rumba', 'latin jazz', 'mambo', 'salsa', 'salsa international', 'tropical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fania All Stars</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4255">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0id62QV2SZZfvBn9xpmuCl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">544107</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5793539ab1b5fd10759173f819a70644ddf9a1d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aloe Blacc</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7764">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63b22e8f83a691f43424b6d974ed68b7a3c4e236</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12327</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6M0WvdiehFFWsxqxtBiVBF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep dance pop', 'electropop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aubrey O'Day</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7481">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Batiste</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new orleans jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new orleans jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37958</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/382db9c31774c2d9f314ac7f1412e07103004831</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eRbECAGCLLiTyVXPBRexU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5448">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7073</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clout</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bc5b50446b7d2c47a9082065c1daf9979d542c0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Y9R6sacgLlWFGYFGK9M0P</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4521">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Cnz0jA7Cwlj34nLkiWsRg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">685</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherie</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b58387e32b4755df7d496e0e579e66fa190b3fd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3111">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian singer-songwriter</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ziVRv2caoBDNG2fythJ2n</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burton Cummings</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29339</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian singer-songwriter', 'classic canadian rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f719f5816c9d8dc63dfc4a3bd12dce215f9eb798</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3149">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75639</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c48c0240d84af334999aaccdeba7c44bafe7e44</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3r9TXuXfOUxXjgYgAR0fP8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bay City Rollers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8898">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ann Savoy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46599a5b61d33e3bc02f6ece2c4bcdac15306c45</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bK9ROfCCo2WEKo2QtD6T7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4641">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10458</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tdfMErqfwoDib2Pq3n2z5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coko</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a46eef6f970d2ac58f6821ea26f9a7562b02dbd9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7705">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Devine</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34142</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brooklyn indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66ScZxprvrMbCtN4ivA0JX</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brooklyn indie', 'dreamo', 'emo', 'indie folk', 'modern rock', 'pop punk', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1fc01cabf2a03214099a7c01ec93f6fd4da9819</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2054">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kPhNBw1YtAwQgYUETh8iK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mista Grimm</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">646</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6447">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dqGS5sT6PE2wEvP1gROZC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7589d3af38aea0b36336e1e7049cb2e7ca248da3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">724118</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flatbush Zombies</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5940">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118077</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03YhcM6fxypfwckPCQV8pQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0fcfb2e4dbb9cb9c408ba7fad9bdd3526ef6ed8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz guitar', 'soul jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wes Montgomery</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3544">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PhJqhvF42CZ42NUmxIKLB</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b8a18fbec955516d3ee66ce6c17553776d53d32</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34674</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Persuaders</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/137">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">complextro</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zedd</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['complextro', 'dance pop', 'edm', 'electro house', 'german techno', 'pop', 'post-teen pop', 'tropical house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/019b8d30dfda54e54dcb2067f0753aa77310e14d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qxJFvFYMEDqd7ui6kSAcq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4639562</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11013">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Squeak E. Clean</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72ea0eb324a69defdb3d527990b94c850ef09c2e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7F24NJplqlEzVe5aFllcF7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10292">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/648e9086b2dee8e80be3b32678c1e76b47e8cfe4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZzZI1n3772QlqK4PsmEnB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Douge Zoe</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4907">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B Simms</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e63d94d5b730f72013e50c1263b68ace194f7671</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KRl3x5ii6cK06QiW2na3j</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11153">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbc65d347af171ad57cfb2ce89c5705f9cc0a890</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unknown</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CztClnGe7oHnn1ZUAJwf5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/867">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lU0CjDSvpTQvd8TPdW42D</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">636</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bono &amp; The Edge</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4616">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Collective</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5724c9218b21ee5819854f1a555f1674e2057b9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wfscwb5j2vDLpGW6hOTeP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7991">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04HvbIwBccFmRie5ATX4ft</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'brooklyn indie', 'chamber pop', 'chillwave', 'dance-punk', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'shimmer pop', 'stomp and holler']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166714</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yeasayer</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea2b3fb38961ed593a59281e47df197956c44146</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/116">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29084503</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60c4daa4721f666c6afaee82a39bd413979a0474</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eminem</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'g funk', 'hip hop', 'rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dGJo4pcD2V6oG8kP0tJRR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5958">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7snqpNStxpMrTySnKKzU2t</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Inez</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54bf640f64f3ac3721ffb6aa7257680b331caab3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2766">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZvrvbQNrHKwjT7qfGFFUW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herbie Hancock</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93f320fdba9136a3c440daee1ab6122003913188</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">362089</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'funk', 'instrumental funk', 'jazz', 'jazz funk', 'jazz fusion', 'jazz piano']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/456">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6y5amJcTjeDgLXIjtQLMst</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/521591697be2f54f8a85aa1a7e3083010a846e3e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105286</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10815">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Nhls1HQdF7znMBAq7w2z4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a225cb34a89c1d0c75278f1d7d9e826d18b7fcd3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Cast of Hadestown</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8684</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10538">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Phillips</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30P3xzhZvm8biWAkE9lp4i</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/718ca5bcddc64794a79dbba5c8d517bbc2892cb1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8868">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zjmu41ZgDQbRdPjm4b7Qi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heather Youmans</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/730d4d158d3a949160fba78ab0351cd03da7b014</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/996">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6394615957f0c7c768e7e8432c20a5062c548423</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skillet</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49bzE5vRBRIota4qeHtQM8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian alternative rock', 'christian music', 'christian rock', 'post-grunge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2573730</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2330">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06KgaEpSluofkcChSo7TNr</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Smithereens</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38151</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44f784bbd173b9dbbaf6ca2f41cac1af25002543</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance rock', 'jangle pop', 'new jersey indie', 'new wave', 'new wave pop', 'pop rock', 'power pop', 'pub rock', 'roots rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3898">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wHgGlxqGtabkxIKDu1gvK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Bartley</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4615">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chanté Moore</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218787</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61ace2bcfb325e9618cb48e83256995473f71e9a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77OlE8SkEHDkJczfswzDFo</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11012">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52355</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d278f95e3fd13c27ab386b3c73e785dd12de0646</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0aNCjE72yyrhKQB1qfPBpi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice Deejay</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3435">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a3b948f681c8cb16565e56131505808960b04ac</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donald Byrd</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZUZYvTkSr7kJQyAXVpqaL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52043</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'bebop', 'contemporary post-bop', 'cool jazz', 'funk', 'hard bop', 'indie jazz', 'jazz', 'jazz funk', 'jazz fusion', 'jazz trumpet', 'soul', 'soul jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9697">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FhfezGfDiRAGxIXz4qeKl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1433</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7bdfc856ae9bf04ad7c93e2471ff0c660ef8f8b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nemesis</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1642">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21149</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KEb1kbIZN5jumsjFEWgSW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tal Bachman</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51a434b8fc410ab7e3ea0e331544591e19720200</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4750">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tito Puente</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111280</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'cuban rumba', 'latin jazz', 'mambo', 'salsa']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SPpCqM8gOzrtICAxN5NuX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daf5ebb3bbb5bc0f20613374e2c9a45b50445673</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1498">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yOgC3E384In3i7EN80axR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will Smith introducing TRÂ-KNOX</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11281">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2030</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mercedes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fLbFOOF8Fn5tBquvlviVt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae144fb94cc75977144eec6a2ff8d44c2471bc3d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10379">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'future house', 'house', 'progressive electro house', 'progressive house', 'tropical house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e54d63920f658f7a3acc27317489af0486b2252e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oliver Heldens</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nki7yRhxgM509M5ADlN1p</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">759625</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1314">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ltFy7g6KKQPPttsdOMlq3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">326774</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86ef3ca93e4bd9b7391d2f36a4c18d92499d720e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jo Dee Messina</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10601">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Wayne</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7c06ee81c2d560e34de61dc29b712fbfd26edfd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HvzuhtjsgvEQAt1EiqDCg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4247">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZgqduOBdbifKWJp8KbiF3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt McAndrew</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29211</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a2fbf8f8cca76c3d304d32a52b7146982dfee1d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11287">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q0Noqo1xez13qMUVAuO6D</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">262</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dba2faa51f479d322024e81478e87402b5ae8566</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Waikikis</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10451">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cjuHeJM6CHRUhIhApwFwx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fingerstyle', 'folk', 'traditional folk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26559</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leo Kottke</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86076b8a7737e91f12746825aa14cb5d983cd688</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fingerstyle</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3230">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">870</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FZCrgUVWK0ho9XoWhv4vY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3c4c537c79ac8efb0752670824e59ff387f6b1b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Carradine</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10669">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american choir</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b85015a1745c5c17e1be52c5598b9f4b3ee40ed</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">595</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66HwS8U1RybE701IOdJT1x</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Angeles Master Chorale</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american choir', 'choral']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6747">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e7886b6ebdb170ae48a25f09902d29cdd490f50</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7163</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JRFJKmLEPXF9O2CAa3oDW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KXM</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2254">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r0Otd9dEStSVIxJ02ml5a</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e262d667959110690042c12b54180f43254c304a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Simpsons</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15769</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/84">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/451880acb4a647648b78bd23ce0b3294003c4f37</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'house', 'tropical house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2X97ZAqRKRMYFIDqtvGgGc</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silk City</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41271</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4891">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4390</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5N7MwgMY3UYpFOnIHt1MXS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6555741acabb6b29e9bc88d079473ac4ea4aa442</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">II D'Extreme</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9815">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10286</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xoJoYxFg6q7IGEkAeK4gN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c22bee9c3162d98909dd964f2372e6484309a156</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dread Zeppelin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8276">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1638</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6krxSQGvGldXRaoFYNCYpK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e69cdcffd5f507679a3f58f89b19f792dc6614e9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.D. Sumner</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8288">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Railroad Earth</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ijT84fUReKCGYV3MjhB2y</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44d37b994b9daa8f7d9a28378be2ccd409f13a24</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'jam band', 'jamgrass', 'new americana', 'progressive bluegrass', 'roots rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59855</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8910">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">prank</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9884</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83b3a8ddcee08d626724fa154e9cfd44c5ab8f77</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy D. Mercer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kW8IMLOb0dkOdilSpkvgL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['prank']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9340">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">445067</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morcheeba</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e347fc3b68b822c479d6ab4ce48a51944ac756e4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'bmore', 'downtempo', 'electronic', 'nu jazz', 'trip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bWxFw65IEJzBYjx3SxUXd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10628">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SMAz1YMpiHkDbyKkEXDJx</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Benno</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2198</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0d7f2f150762f5b86790dc88543fe418915b298</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/437">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pFeBzX627ff0VnN6bxPR4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2660010</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e285c8f623c9a7c18bb523f1415b007f132792d1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'viral trap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desiigner</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3052">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7onUSIg238obN7lDtmB1wT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81e2c36b8292997a43da0bd91cbaaa728bd44224</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five Special</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10436">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1824</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Dudek</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76kVmxZ39hRIaUnu8slgqy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f80c56a966a81c3eb46ade039d89c6ead9217ed</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6349">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77GSkIzDaduRlIbNjlvefc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Foster</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07ee691f67d3506ddf84d016b3a11a36d9456e53</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['redneck']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23059</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">redneck</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4292">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Entertainment</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5c1fe6f7230b8bd916eec8973b5085c9551429a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6A0fDIT1PphHIsNz4KfIK0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">555</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9723">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26yYgoh7hehqYix76g3LcS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfb45884fc5e1d84eb907eaf6fcc5c6659a61610</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drivin N Cryin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'roots rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12735</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8161">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gillian Welch</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe0351a851ab0d8c1ab5274c37853d5a4508577d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2H5elA2mJKrHmqkN9GSfkz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'folk-pop', 'indie folk', 'lilith', 'melancholia', 'nashville singer-songwriter', 'new americana', 'progressive bluegrass', 'roots rock', 'singer-songwriter', 'stomp and holler', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121558</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4922">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['erotica']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wgemfQJai9SWvF53YcMIT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2851</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">erotica</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc27cc2ece72dc6a2d41173ed80b1d6a12185d27</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erotic Massage Music Ensemble</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10780">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooklyn Mike</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/043b00ad85928e5de18f3d06490a1bda53679c8d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ifDFhiI2d4oZuPBqKSA4O</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3680">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'french rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">263988</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01C9OoXDvCKkGcf735Tcfo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Serge Gainsbourg</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f259e1f28b3ad4130f3d63747425cd4349f65be6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2321">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael McDonald</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'quiet storm', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24hJWbo98sH84tb0nkeaqy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201373</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10886b9edaa37461aad63ada30157396bb49188d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1113">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38af2109756d003c2882238f701a015f0c935e32</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1467536</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Good Charlotte</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aYyPjAsLj7UzANzdupwnS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'modern rock', 'pop punk', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9964">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6f13861ce40002e34ea3add6d14c0184cb54e7f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08b6RShfMPcbl6FQZx9ax2</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3640</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shadowfax</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11130">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04b8b6ccfa987758123ad00ade329115a256437a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vZpcSp1PzRV1wZPRlv6cz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pied Piper</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6819">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">In Flames</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ee3a9d186a4fde831a259aefd0f63ed806e16ac</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57ylwQTnFnIhJh4nu4rxCs</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'gothenburg metal', 'groove metal', 'melodic death metal', 'melodic metalcore', 'metal', 'nu metal', 'swedish death metal', 'swedish metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">650089</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9726">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ffaa6140fe0e9346ad42970aa2bb24a80712d92</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Stuart</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50899</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OyGv7XUYQwQgECYSzJhyO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1933">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7w0R7VSnfEFNXmgxst5iYg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d2be714307bee41d63d373eb2be45bc5db80b76</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1444</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yaki-Da</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1900">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57528</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'diva house', 'eurodance', 'europop', 'german techno', 'hip house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Real McCoy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daffe96fdad980a195be933d25e2ab7ec619e6cf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vRfKzjQYJQd67X8x49MOh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9205">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Res</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17287</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/813925d33c236577342b6323d58f11c3174f2a36</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56YiNz2C704YPpRtPvMBg7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1370">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mPcfx7PhnBh6n4HMCd61A</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c95c04b391ea7eae48c29f095335803136203c1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">456265</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Michael Montgomery</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2490">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">871694</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AC976RDJzL2asmZuz7qil</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22c7d5f100015ec96964a2e9f0da126b097f7a7c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'hard rock', 'jazz fusion', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8715">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51444</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3K0BfjMh2dS8WITuiMuGGW</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lizz Wright</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19244be240c415096d265a31a24b7629d97ce139</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5828">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manuel Auteri</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">731zXXJQJGlL1xcrxRPRje</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d650bc37abdfa9c36d369b42a56b8751e8031a9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10037">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/495dcc228081d72f570d805e042c147266d8a9c2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop', 'hip house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27625</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2x0mCNdW4P27f3WE0iuQTV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Double You</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/981">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e5c42701e03b9c87786a55f35efde916c40228b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4x3CdMQ3YjnPn4Evhyni5y</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kierra Sheard</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137404</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4682308</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9e312cf57cca3fab33e3dcc7086b340d54f7dcd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iHNK0tOyZPYnBU7nGAgpQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mariah Carey</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6562">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467647</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Came As Romans</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/613a806c8542a774d5a0119597e9c69e34d78bdd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'melodic metalcore', 'metalcore', 'post-screamo', 'screamo', 'trancecore']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qO6LhD6FuXK5e2PtfAIMz</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/312">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1okJ4NC308qbtY9LyHn6DO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16836</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BloodPop®</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1136133397dcd8322cb66868a2a61b557a0746d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2295">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36762</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glenn Medeiros</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ae2d0eb33b4fa52573983e7b2c3659b63fb3269</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bByarMN8ryEFQsRo6iCUN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9601">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e06bd4eef883f5b611441638f102b37075b6fec</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic praise', 'gospel', 'world worship', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron Kenoly</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic praise</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49258</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UzGtBBwUB77l2ZI4fbfig</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11165">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fmob</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38aetivIEQ0LnwT12A3Oyz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10926">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7aa64711a486cc3089437d44cf8e3524e7a9300</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AcCKGTL1LYwR7p6px3gLp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The London Festival Chorus</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1907">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/453f087999cef4c5a1aac22d452faed666e9735d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rentals</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13343</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NmdKZUM96z7NGvL35g5PC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10381">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1397</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/054682c95877db664b1c005f5533b411ba8f4fbd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Münich Machine</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4W3xWAwohBrT7oe1j7Xq5r</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4620">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OUXTnqjvTg4iZ7Lhq6vv7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05de34d5955d88955d63a8202444b1a33d978c6a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75728</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucy Pearl</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5399">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HoR4Xa6nrt2e273b2fl5M</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Peek</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">515</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e51e9c8a44c37973a4b31d5f38b91e04c133ba59</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10476">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lonnie Liston Smith and the Cosmic Echoes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EMR9xUcwYHrvpiSZKtN2c</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'soul jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17034</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0291202e37181e42fde9b58008333d04164a6c16</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7153">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0ed3cd548739a7de8f53d48380e265a69be6267</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'irish rock', 'irish singer-songwriter', 'melancholia', 'neo mellow']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237459</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glen Hansard</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Caot8EtHX6wLpNF2wRzS0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5807">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q9nLsvWwbSUW1kRyhZLAx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45526</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'canterbury scene', 'classic rock', 'folk rock', 'psychedelic rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c52894f49749a051af4b08f0a7cf09b508a6f25</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spirit</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4110">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Detergents</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48f40c4fccf28056a650c95265947bfaa8c1ab11</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WbH0e5a1gdnw5oVPZ8OJV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5010">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69768</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/793efc795adb00a0c8ef45eaf79d96d7df34bf04</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues', 'texas blues']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vaughan Brothers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mwN5WQ1mAhOibFEbfFfsG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6614">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arch Enemy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DCw6lHkzh9t7f8Hb4Z0Sx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">466745</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04cd9bccf59e8061f13e779d1001975a60fb837a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'death metal', 'groove metal', 'melodic death metal', 'metal', 'nu metal', 'power metal', 'slayer', 'speed metal', 'swedish death metal', 'swedish metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7606">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">428</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Jones</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ae966681d44286d29ba81badbeae47c64489f0d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tTqlgzFhbRqQo3w7tq1mC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4656">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109974</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BlackHawk</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3699d839757ae9f01d0525213143768f33315c10</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mOt6H7OnuqLnQrm1Bboc6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8429">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swindoe</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cb6c9861b22d9a4dd7c0bd627b94d473d1fdcb0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BorxWOt6r2AZsOtXAzQtV</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3645">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0K24Tk5QTxx6tkcCdnY3Od</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic blues-rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9394</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic blues-rock', 'psychedelic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frijid Pink</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96f15596f6f1069ce1b50367ec83a155df942e15</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3080">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a04e29693ab3b2a6fb4c49c78fe67235db265d1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sylvester</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68988</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'hi-nrg', 'post-disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TGTpu4g8siFOIctZuQO7y</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2672">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2McvzikIAERijL9Wr0EFVC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roman Holliday</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/263c29f109dacfd5dac27046537bd290cfb86840</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6139">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heather Hill</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DqlbiqMRVbidMD1vPX1gQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3447">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Goldwasser</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hMMtIOxxEPNUUWVRbGEGG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9612">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e9ba88e6ea6149039f39bfaef11cfd3a8cbd150</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sSzCxHtgL82pYDvx2QyEU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480098</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep indian pop', 'filmi', 'modern bollywood', 'tollywood']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Devi Sri Prasad</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep indian pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10721">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">It's A Beautiful Day</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc37215c8fb12a306dfa49a60243b5953b359b57</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13763</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Cob8rMmlxp4OtRYaVKGY8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5525">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laverne &amp; Shirley</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70fdc5e3a53055fbbdf5d8f1a353088eac1f6c52</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WHZs70mEsuAKWzDEUuc48</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3802">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9674381b488d235f433bd6a268aa5412d90e16be</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DwdnqIE4opZBfHmmLJOeC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cubie Burke</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1164">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69799c37a792d622e6738f186b9058f6b6c0a0d3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138586</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mXlDbi03T8wXYwWYew0Ut</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama rap', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Boy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3771">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Now Time Delegation</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bae1faf8db59fe1a3b198190afeef361410b82a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WLxdBDuS38Iwa7lWXv4tw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8580">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'horrorcore']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Violent J</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6aba58c8ee894b4a097133388a2f08beafebb031</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54189</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02WFRlMwbZO6QfBJgZRNFa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9848">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dip2dCkBIylIFyDfZQfFu</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gun</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16461</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff5a9ef83bf79880d6f85e63244cf1d6f8ea54f3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11226">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7i3os1iEWOn5UpaylRiMw5</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tariq Trotter</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3634">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'country rock', 'electric blues', 'folk', 'folk rock', 'hard rock', 'jam band', 'mellow gold', 'progressive rock', 'psychedelic rock', 'rock', 'roots rock', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CD77o9fbdyQFrHnUPUEsF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Traffic</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/953ca838d7333d62bf48d9af45e85b441f53c22e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245581</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8509">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b2552b891398872c3dcaa9d961fad552e007eeb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">danish alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['danish alternative rock', 'dream pop', 'melancholia']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102272</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mew</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kDMoHTcBICPILP2aclPWZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3753">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f69784b9784937b9750473df11bb8add52c8029</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul', 'rhythm and blues']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Hra0KQr00Pe9oqmQdVtvp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3719</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flirtations</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5157">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33e74bba41ca4a42701442e86d8a7462d596e770</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CO7qgV1BusQBS6uyi06Ff</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Eddie</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1194</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5075">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Figures On A Beach</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6viLLEXE8t1R5wBFpCuDu2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">471</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">synthpop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['synthpop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8b9cc3bdba9aaf1dff973014a19c92140c91bb7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8198">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168821</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3t58jfUhoMLYVO14XaUFLA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'contemporary jazz', 'contemporary post-bop', 'cool jazz', 'jazz', 'jazz funk', 'jazz fusion', 'jazz guitar']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d04b88bc45f0a723165aff5bad1f80089b105868</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Metheny</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7419">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otherwise</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55132</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2d01d77e400f958a67127d6e5765e71879fee6e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OVyBGCKn7vObVIVPXcmLa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'gymcore', 'hard alternative', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7749">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85028</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49dec096ccf19d6db324e8f467eea515b34a22ee</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'anti-folk', 'austindie', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'melancholia', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5E7zSu46SqTmgKqsc0tFkY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Okkervil River</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10891">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Kgu9tJgtNXTWMjefKahs9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ethel Merman</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8543</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5daabc4155b1463c88d6dc0abcb1876488284aa2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10781">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mother Earth</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6416</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cda9d5245fe260102746fa56b3aec3f4ced8db3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1v98YOkqO8vCNF8t2xUWiw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11062">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric "E" Williams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wBQvZdexdIluWCSbQ1WYI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/827">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BmLNz4nSLfoWYW1cYsElL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270018</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'romanian pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d2f47e3aa5228450e112fbbf1b1895548b4fc34</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexandra Stan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1283">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock', 'dance rock', 'funk rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'pop rock', 'rock', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1102598</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eClJfHLoDI4rZe5HxzBFv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">INXS</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e47a3f60227284965ac072d0b168a62b61411e30</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11351">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rochester Pops</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0338913a00cbed329b1294db3ac5ac4a481f2792</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZrB0WzG0AGDD942M0GORx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1504">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ogn9necmbUdCppmNnGOdi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f89036ae390073cc0ac420f087b7c84ecaaa068</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1333902</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alanis Morissette</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'canadian pop', 'canadian singer-songwriter', 'folk-pop', 'lilith', 'pop rock', 'singer-songwriter']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10518">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Chicago: A Musical Vaudeville</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">541</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44e5a5bba710ecb91a9546d469c8864fd27fb0d9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1b8Yb2lfzakyNQtpybaD71</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7359">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129607</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de3a0d6ea14ca80297d873b0db4bc37f9e477274</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YXarbjg36ODFPez0PnOlD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">At The Gates</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['death metal', 'gothenburg metal', 'groove metal', 'melodic death metal', 'metal', 'speed metal', 'swedish death metal', 'swedish metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">death metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10422">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Wilson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gl6pfPwJ1coivVUMZPiS9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'singer-songwriter']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be4685b5a9fc613afde142972afb3016ff5ce3a1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17147</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6689">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f19b9234731e8098dcbae42ef07e0410d2f3a4f1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic deathcore', 'melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miss May I</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OTuoIi28WybVbVcykc237</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282149</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2336">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UbyYnvNIT5DFXU4WgiGpP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1283375</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'british blues', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whitesnake</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf364f9aefbcb7d8e3ab1c4c355a169fdd65e22a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5090">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1043</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TSshonnjRm1tPoas41AEm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kings Of The Sun</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/692c7dbfc94b349b73a80d718ef8f6476ada19b7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6027">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hDUxXgWCMrkwhaw5aG9U1</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bob Crewe Generation</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e72c8e4e86a2afbbc47d9e7a3516bc8ad659b409</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5769">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Csjn2SQV7R9szDhhR7Aji</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6316</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ides Of March</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d8a411b45f98cd8a11406a288230f6e343442ba</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10275">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Green</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3y1DgnVXqckGJrbwOKchdU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'modern blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102039</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5b279bb54a940e4f2e566587a1dfc608ad1a3ad</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1248">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172628</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bb18c8f63ef8032e1ca5749300ebb9821ac3636</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'country rap', 'dirty south rap', 'pop rap', 'redneck', 'southern hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bubba Sparxxx</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RPYHNSwe3w0mtfJwKIN9P</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3890">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40Zt6u0Ig5vXtrq0htgqvt</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40060</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Lymon &amp; The Teenagers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4bae75076ac6a5b26b3ab7287cff2e9375c1b33</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3797">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abc29a16e1da3cfe0c18e42c70ca773554f1473e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Younghearts</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33swxtSNJZYNfL4hLgLSp8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4788">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mookie</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc74c558e00dc1c49c259ac9b4dd328338cb5e3c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6N4XCPKYM2WVHECJcPY1jc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9735">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c1857b80a12ed9eaddf024c823d533c4092a93b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mudhoney</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LuYiSXiWs86rwWJjEEgB9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'garage rock', 'grunge', 'noise rock', 'post-grunge', 'punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123455</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1315">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">553471</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d176bb912f0b30db3f2a1c5ff7c06903963b9bc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4d3yvTptO48nOYTPBcPFZC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'philly rap', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eve</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10156">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9792fa597bcaacda6270979760421a6c59a1b218</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New String Theory</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SJn1Bo4XBrhlILS2bi6IZ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/828">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Meets Evil</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">831331</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77IURH5NC56Jn09QHi76is</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/570d46c60960d93990710d83a5f8012217eb7aec</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'gangster rap', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7176">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FcvjJzvxgybo7Ywsj0hRj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'slayer']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butcher Babies</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe2ad0b346de6f53951a58a87670c58b5f72fe93</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87168</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10020">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['movie tunes', 'soundtrack']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7115</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad418f4e47780da6488907f9e25a8f91c58af0dc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">movie tunes</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pVaQcaBqbvk0ucB4r65e3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Mancina</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4745">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Moskowitz</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OxQIOxuX5V6X924YujoxL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8788">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UnvX7Zx85VNjOpLdaq49W</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Havoc</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42162</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'hardcore hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fef9954d8d34343cd4c3d2388fcdf8ef2b5870e6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6511">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">657552</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Machine Head</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf58977826a644b9fc06fb5dff91757056a02e17</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lVlNsuGaOr9vMHCZIAKMt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard rock', 'industrial metal', 'melodic metalcore', 'metal', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8647">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd5be28405088d72baf7717705abfb0fd30973ea</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aWnyANApsrS1yIpPu873P</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Pikadientes De Caborca</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21498</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8003">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marcus Miller</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138896</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3842c32bf716985891b6944cc09838130a5888a6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental funk', 'jazz electric bass', 'jazz funk', 'jazz fusion']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fmq5mv6HnduZdlTOEYBC9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6704">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'lo-fi', 'permanent wave']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b58db8f3c69a4f8a03ced30cefc2b22342f8aba0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62738</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Afghan Whigs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IDrRpDz0cOuUVC32c8PKD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10951">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yoHHq62T3AtnNA9KGdFBZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janet Seidel</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2092</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7a562bdf2ba7cf161d23e47f7d89d7e904755a7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian jazz</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10360">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xt327hjrDs050wjk1V4dI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9e3b1cdd273e948edf935e42b20c8f0fd2fcad4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Curtis Pacheco</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6079">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drafi Deutscher</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ac109b771d4073b9edce7d0b8745ca9a7f377de</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic schlager</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13859</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AzUhAlIf00iaylhLVwszM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic schlager', 'schlager', 'volksmusik']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6619">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">625012</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb5ef3bc27e00034429c3dfca94fc8210f092c5a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alter Bridge</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DWX7u8BV0vZIQSpJQQDWU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8009">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142702</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian indie</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Missy Higgins</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aP8ry8w3bSNyfyqhE8rGf</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffb3ca09ae98cb5ccf4aae87f72f1e429e7296e9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian indie', 'australian pop', 'folk-pop', 'lilith']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2011">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hyphy']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Click</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3s1xcekYgnSkBm8QK1uBYD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab674cafa7e2100f24d704b8d5c7e02efb70ba8c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54106</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3120">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98658</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/132abbf6df27334111679e99f73fdbae448c7767</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Trammps</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'motown', 'philly soul', 'post-disco']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zgNpeHQe8GulzfVkYP2VK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6105">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">576</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c94e22164f83e1acba32ca1f20e09b77443c8693</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Viscounts</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jkQOLBogBpRXgAgKZvyWM</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3481">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Nash</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20158</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2cab807415845f64ef9086e1144782e357e1fc1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nAVvgfE9yI4DwvMiYwk8a</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2116">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hi-Five</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfa0bf6d51575358d62c90e724e5809878c10cc3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254684</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EVUivUkugMtNF09L4QBMH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9323">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2a3a76aa238ba704f45d5ce1261b198d0b03626</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UjqeSp9dX6Nrge7WdDukr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46299</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'breakbeat', 'drum and bass', 'electronic', 'hardcore techno', 'jungle', 'liquid funk', 'trip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roni Size</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6198">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29afta7TiMlvY1fkgaFJcH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3365</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Washington</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'rhythm and blues', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bc5a6363d5d991919c88e171dd66e3a27f0684c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10358">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenny Williams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eeb0ff59c51d542703af4cf39f25c376376e53bc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34528</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VcrwzYyoX3WUTbkaqcIvN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'quiet storm']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4135">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3460</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WnxcAN2X6IKcdaZpi5X1K</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38194d3e1311fa70f5ceca395e8fff82793f29a0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rip Chords</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4414">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EIbKyiLnEJ1Y074UIUyZJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219135</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'viral pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Hollens</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/408ef87424ea55de8b936a3c9d4de022444f584f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10514">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9157</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american romanticism</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american romanticism', 'classical', 'concert band', 'marching band']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Philip Sousa</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jNyNAMv2gNLnfaP0bzo7y</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c973aceb105976857cd8882bf41b7d5b0af507f4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5165">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wild Blue</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Jssd072LkZXgIEHAq6dBE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1318d144b81dc32cd62f0272c1c03dc42649ef6b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9346">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7e1933bd5c9a320425420c813c9cfb125514fff</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bumpy Knuckles</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boom bap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boom bap', 'hardcore hip hop', 'turntablism']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pqZVedlsryCmpMGf9L9zV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9803</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10008">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mystery Jets</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'english indie rock', 'garage rock', 'indie rock', 'indietronica', 'modern rock', 'new rave']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09K1H1DgyIXHsMx2j7KTFX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92cd2eb27e4ebc8578360727b69fd36a3726b8c6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116397</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2340">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sXbwvCQLGZnaH0Jp2HTVc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'country rock', 'folk', 'folk rock', 'heartland rock', 'lilith', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">300758</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5fa3addb38ab2d59787201d9f4e2eb2d2cd41e1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Ronstadt</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7715">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qf2YoifC68WTsMv1YIGmh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cowpunk', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158234</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cowpunk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank Williams III</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af22b1ed38d1b21b28ef1f1610ef0a51a38a5028</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6032">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Felice Taylor</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bPM7UBUWPtlRyIh5d0MlC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8079">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bb9f3f343dec795d21d3fe0310e4f447d977315</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RWjTQqILL7a1tQ0VapyLK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Magnetic Fields</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128905</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'art pop', 'art rock', 'chamber pop', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'melancholia', 'metropopolis', 'modern rock', 'noise pop', 'permanent wave', 'singer-songwriter', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3781">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EeHVtSdrYibpGDVHjWEpe</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/128cfabcb84304bf4c29cb12c74e3d91d68b574f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mannheim Steamroller</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40393</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7973">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31912</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1blfMUdqahbMZzbmbbN2j8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kix Brooks</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/323bf67a6627230c5f0354fe6e2f5e1c33f2562c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6579">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">August Burns Red</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5p9CTsn5ueGU4oScNX1axu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f89fcd4818534371e2cac7fcef7068905cba519</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">400245</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6979">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock', 'modern alternative rock', 'modern rock', 'rock', 'stomp pop', 'welsh rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Catfish and the Bottlemen</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">709180</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f806bef13021f4113c15d649dbc3eadc0b8cea8d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xaAOVImG2O6lURwqperlD</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1516">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XwKU420OWVk38vz1KvH3M</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/234d093367ba11b18d5e65bb269bc762145944f7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Tippin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'outlaw country', 'redneck', 'traditional country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268749</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1511">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dlOr0VIysztGWvU1dpjmP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9806a28963d1ebbb6046448b13acb21a5afc812</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie Imbruglia</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">446123</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'europop', 'folk-pop', 'lilith', 'new wave pop', 'pop rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11279">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lullaby']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">786</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UeobiVDEhMVvaUa5fBnbT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49e2a03fb7ba561a4a4814f3175895d8a6d20771</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lullaby</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock the Cradle</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3009">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/207803ce008388d3427a685254f9de6a8f61dc2e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7663718</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'hard rock', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Led Zeppelin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36QJpDe2go2KgaRleHCDTp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10642">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/247ecd48166393eca91168ae468fec6d39a19c2c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HuFLN6ooF05mBn9R1v61B</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Revere &amp; Mark Lindsay formerly of Paul Revere &amp; The Raiders</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5048">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Sun Empire</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PAXvY08KxX5HmCsmKw4x8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc1e59f51d25fa792d9d6f16cb0d254bfffae2ec</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">darkstep</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66423</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['darkstep', 'drill and bass', 'drum and bass', 'neurofunk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7251">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c360ded8fb8ba941248bd1863c29959744f11f42</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17571</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reality Test</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hGD47LaZWcMLj1gH3uru8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10676">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Wxy5Qka8BN9crcFkiAxSR</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313644</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'blues-rock', 'chicago blues', 'classic rock', 'delta blues', 'harmonica blues', 'memphis blues', 'psychedelic rock', 'rock-and-roll', 'soul', 'traditional blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howlin' Wolf</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2408f7f93e582b422af47aa72904a24397029d9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9748">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sugarcubes</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72667</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1224d3af9be017b1436b59980be7ae167573c03c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'art pop', 'art rock', 'dance rock', 'dream pop', 'icelandic pop', 'new wave', 'new wave pop', 'post-punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1G0Xwj8mza6b03iYkVdzDP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9727">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IrejjjkperQuEr5DWrV0x</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Miller</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29eab4b2177b7f24a31b28d86fbde4bc4a5ca1fd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3755">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">725</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bp2mrTNmrjp69DS3EKL4K</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fa24a925064ce0fe2f3670c6364064cf0f1a48d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crazy Elephant</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2773">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75500</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rita Coolidge</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'classic uk pop', 'folk', 'mellow gold', 'native american', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f89e03b431dea3800b788aab759ab980646c758</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vnIL4DMlivP55ioM6KitW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3278">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e2994fdfafb3bc893ac75c2afd6f81e75ab5f89</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07n3hfkLVTqg1gO6WHqEUC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Train Gang</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1579">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3THMgU4KdL7LlO5TEREs2g</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278970</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Diffie</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/101984ea394fac868a71daeb06c851400992308a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'outlaw country', 'redneck', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9178">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Truth Hurts</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16101</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HCeK90YUyjWi0utTPYXw1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5ef527a7a82fbe22bb432c2de45c6d05be87228</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7741">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dangerkids</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45854</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3N7q5meGCAvpjRAr2U8OX5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34fdfe24d14a021384e5e1303f65c43522ffcda2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'gymcore', 'metalcore', 'nu-metalcore', 'post-screamo', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5593">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'quiet storm']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LaBelle</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DznKagEU8yMQZR9z33Da5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee4abaa4b898c4233b881056fd3caa9ddc87c82d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30899</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8356">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338qSR0l606JnzmWTEF6kq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Leon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd6ded5249f44d31cf1d02e0a04a0205bba796a2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1059">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young-D</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">728molw4csz9ah0XE4QOm6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c4f651c30f7766ca2ac65eb4ff5b88b677f2ac5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10551">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d7a32c91ab563c852f4d61bff8599726ffff4a8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Page</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">454</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oiQ9TEv3AziiXYXR21NAV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8312">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nq5OiZP6Q0MErtP7SIzeM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1814</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f32a1e1fc84a6c2a5fff658a8ee118d51fe23ea</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Haystak / Young Buck</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8794">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd40a75cd3e0eadd07ce8ba822fe05eafb2419c4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103554</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scary Kids Scaring Kids</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cdos5vq3wSUR8mEvMiqq9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7836">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/113a9a09bbefb59b898b36dae87e04bef69f2fa9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LFbgsbEhfilNpQYW7mied</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shane &amp; Shane</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183003</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'indiecoustica', 'world worship', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9369">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hey Guy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03f02f57baa9004a71e938deaff6176622dc8c4d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">509</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TwhrKiXP7ZyCOKTmt04Cd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10820">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22DpF66KIdKHmy1IvzEZXc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47281</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joy Corporation</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e7c7aa187bfce09206cc24e46f83d2dbb1ce774</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3223">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UxJwjLkGvAlRi7NbYekGI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99206a22d4173069b2a32f61cfc996c03b4fd554</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1403</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Dyson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6037">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c929d17fca7a2bd8f1dbb780aa1e16b1307338c9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qLZdPW7iYL5oF8tc0g3p0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Knight And The Pack</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6426">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Malkmus &amp; The Jicks</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6be24f99b8601825ed8562223ab3c0cb706d5fdf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'folk-pop', 'freak folk', 'garage psych', 'gbvfi', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'portland indie', 'power pop', 'slow core']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45666</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wyRA7deGRxozTyBc6QXPe</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6866">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'crossover thrash', 'funk metal', 'groove metal', 'hard rock', 'hardcore punk', 'metal', 'nu metal', 'old school thrash', 'punk', 'rap rock', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328671</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b99f0c467a17c21ff2676072270ddb2019436ad0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WPKDlucMsXH6FC1XaclZC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suicidal Tendencies</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5619">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdd21e73aedff981a6b88d53204d0c4ceb586e90</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PEVNPdwXXKGuiokdiHDvD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Dane</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10017">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1208</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Taylor</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bc0e94d4e276c9ce1feee82e35c357cbcfcfc1b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PPMU9qWa1nt4O6g4wtZj8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8447">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rBcvLKWCZs9w1qIWv560v</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlotte Gainsbourg</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad49b631041969184140b5c6d0ff6924b03f5849</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141283</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7944">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sissel</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic norwegian pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6623154ac7119245d872b030b8b0de760dcbd343</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jaOpr7Go1avixlg1lfJOb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic norwegian pop', 'operatic pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32490</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2005">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZhH7S3zJIy2cTb8rFPJEz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Master Ace</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1676</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8137">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94878d8661c2f9dec80adeda87702d52838ef2e2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allstar Weekend</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93940</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67tSTaaEena434STFKeMJJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2781">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21746</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1q7m1DacLfRgt38Wdin4yH</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zebra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d2ff8447e2e0262d5fda16f98bf21afee1adb58</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/665">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mIj9lX2MWuHmhNCA7LSCW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'nu gaze', 'pop', 'shiver pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3395560</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 1975</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a3d6828ab99babae5669e621d0b7fe63fa37a3d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3512">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mSk0EF8ICraIAVyDXwIHh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jerry Ross Symposium</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9364">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9210a0a99eab042304456351ea0bd97a8788fe5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3C4MmUJYQN9svNdedAR2BK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Gerrard</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88513</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'ethereal wave', 'neoclassical', 'oceania soundtrack']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4480">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'rock en espanol', 'tropical']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45025bd1014527e8f113b22fa647da7a142c3d6c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1160539</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cristian Castro</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AZOALDIBORfbzKTuliwdJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1610">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cumbia</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jO5UGHrEzfd5YIamfs7Ir</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126705</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9285e719af0625a7299672c9bb16d8f20bf669c7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cumbia', 'latin', 'latin pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kumbia Kings</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11211">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vtnVU0zOWlN9R4OOz0IjC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BeatRunnaz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/183d61e46ebd5031a183ff9e8fdfbf0112aa5972</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10075">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0De6b4He6gA45pyYl2KAmy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sleep</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff37b2327131ae2bbd2f2e7d8661896d3787d12c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sleep']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brainwaves Lab</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9353">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunny Day Real Estate</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73623</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lZkXWxkZsZzBocxMjN1or</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5483487e40433ae9fc49c3389fe5803ab3dd7ed7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'emo', 'emo punk', 'indie rock', 'lo-fi', 'math rock', 'midwest emo', 'post-hardcore']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7936">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pig Destroyer</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['death metal', 'deathgrind', 'grindcore', 'mathcore', 'post-doom metal', 'sludge metal', 'virginia metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">death metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c43129b2ecfde2a8c6184e2821bf7ca85afe6aa6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4raqfuxaWjPjrOQGb6zoa7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47021</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3370">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38331</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'glam rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/556be9358b78b07255a2b547a146d73ba8e3b74e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rubettes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44ef9VXkdKxbx4XpoNqH39</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6524">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yzxX2DI9LFK8VFTyW2zZ8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Satriani</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40ef0b0ca989bf3b4cde998ec9bc0b57be8c1e40</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">348029</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'instrumental rock', 'metal guitar', 'neo classical metal', 'progressive metal', 'shred']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7521">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">966</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1t1LLzMVp1INGNFdfMYGUX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac1dad47db6c9e3b321d0306991a2e53ce924603</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of If/Then: A New Musical</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3158">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4dc1453003e5a67cd538b6ce95f41305dacac96</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eFkm34OMSYRUwP4RAtXaT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Soul</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19094</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6758">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150418</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NvmDZar6FF2CICK1yBS4I</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nashville Cast</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47d4660329a0f088bb0f462d787af36f3792eaf0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5322">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Dl3HXZjG6ZOWT5cV375lk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yo-Yo Ma</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical cello', 'classical performance']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/218396266a3c3cafca425b2f3230698a8862d679</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328681</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5269">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2979</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c6243950f09a27fccde0bc3fb1acc4407c9d3b8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4weansSvkFXZmnwOKGHMSg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Northam</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8006">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c079ef1cabe8c140689a15a78e0e7e2269b57f8f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noriyasu Agematsu</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18O9Ej2gz5RofGqqMgFSOc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10336">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a04bd0f7a7cf52e27076e46147a04d921633416</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6m14xgA0m3w92UM7ujJgky</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">489015</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anime</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">UVERworld</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anime', 'j-pop', 'j-poprock', 'j-rock', 'otacore']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7666">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31730</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Star</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb95ef558e6158954844550b9bf38229bd76dce3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01LfDhfF9mkpmEwRalZCmO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4440">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4am1I89OWXUzFh4ctRLkdd</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elliott Yamin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71049</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4483920e320a5761d09fe33dfdb206c3b57abdd3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6935">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'deep ccm', 'roots worship', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/904e2795ee105fb7078e0fadfcb01a892b844efb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6j1fmLreVuAay7k6Gudfa2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136476</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leeland</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6699">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1160334</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac DeMarco</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edmonton indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3d3e28c604a1c86e796e0d2aa7d4dc249f62e6f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Sz7ZnJQBIHsXLUSo0OQtM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edmonton indie</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5836">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f5506a05af1df49ae3de6064f493dea3c1e4064</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vNCmeT4klWtM1xgF0oohu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2008</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ikettes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7603">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oxUux1OSwZpIpSK0JbqSS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Austrian Death Machine</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6debcf4aa7a2ac3546a58784d0a21c55b5d81fa1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40316</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic metal', 'groove metal', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6628">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/809432b90fe4eda1f82a648dc90c1807dca336b3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'pop punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gLjJuczGWhqKVMmVpIT52</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146282</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Turnover</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4885">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XSrsQa60zRnugPKMgTaNd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C. Broadus</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8995">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/748a22d6b6b6693da87c2f608a4b9af69a9018db</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TV House Band</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YTnfiWUFMOEHmYqGcaBAV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1011">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">544001</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Veronicas</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00fd6e7648da4bd7c521f2b2ead190e7cb2c85ee</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'candy pop', 'dance pop', 'electropop', 'girl group', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dIdBZaaHRW2bDTkHNfWln</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5156">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Players Since Creation</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69jVjVhjeIhcJNboCmRA7t</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b0c3a6bc4dfb00dcd292a1c2ea2fcff000d3313</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">581</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7530">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tigers Jaw</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b2f315ec8731457bd77cc0f79bb7994a1216a88</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tLaqkKW7K6tc3QF9SM0M8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'modern rock', 'pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128947</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8804">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52126</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82260496fdcaeb264be6523af728620228205672</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JPP5ORQZqfLYH2SeEHFOi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bratz</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2252">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZPbX2Lxd40e2UVkXpyxvI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391217</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Great White</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a76558a17a8c41a7867e5597b9037d2a1dc3a0f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3665">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18185</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d08c065ec00e58f46dde5c6f4b0c6db4c2e8f202</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Friends Of Distinction</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KK4fR5VwOjGzJxjbGxMIu</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/475">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be5ce76b68c91d08db316c500cfde0878e4f6341</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruth B.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WzaAvm2bBCf4pEhyuDgCY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">723639</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/341">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4695153</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorde</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d25fc756cd04c8b3ea196b7c07c6d057685cc405</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163tK9Wjr9P9DmM0AVK7lm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'dance pop', 'electropop', 'metropopolis', 'nz pop', 'pop', 'uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7906">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Jeselnik</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320IRZ1nffhXLLcs2CSX20</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2733e1aa3a69543deee5d11aec23ba34a8f276f7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic', 'haitian gospel']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44917</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3333">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139458</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6d50985d563fcef497ad79afe1a898942a2ebdc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Chapin</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42q4Ivs7tAiCZ5C7eG5q4c</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1804">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92ad3bfe0aa4efc3769634bf8098430a70c28bc9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suga Free</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160838</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AjokpCIqf0gHMZJlodw2k</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'g funk', 'gangster rap', 'hip hop', 'hyphy', 'rap', 'west coast rap', 'west coast trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2756">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Asia</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">255051</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a65857a2b4ff0e50c2a4316c3286f1afb1607bd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bdytLV3FPjyhfrb6BhMej</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'hard rock', 'mellow gold', 'progressive rock', 'rock', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10404">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The RCO All-Stars</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3G0LaJk7qmOOQIqJoUI9CS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bf0e3f4551a7a6af54163bae2992154b92b66e0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10814">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05e1647f449f4fa2dbfe9e3cf872e45cbca2892e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Fowley</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4116</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AgAlEkTLN4m5ZERuhiWnk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4392">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Tribute Standards</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3e85e6de6c659e8019c239e1fb2679669ce4f6c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JbfYwi6VX4DlyGp0mDJnS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3495">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kC299O2ORKxDAFGXzCKSX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">958</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28eb82841cc246ee46ba1f2d2567b3a75f6599eb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">National Lampoon</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5895">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Derek</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98962a42304798238f9d6fda6c189dd72136c17c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6q63S1EK0rwrdYj1ktmxRO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10431</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3198">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dkbV4qihUeMsqN4vBGg93</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3204125720ef02294bbac0ff109a5919c141955f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1117765</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Green</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis soul', 'quiet storm', 'soul', 'soul blues', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9066">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IwHwAislzQVmnnH4NVUPT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rapid Sense</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5176dbc9045ed11ad4df7ac7344a11b7d06fc6e4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1887">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4299</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bddfa538dbfbf6a2ec27532a513dc866a9bb3c3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31jkjldc2rO3Ko4O6gGAl1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Domino</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8355">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dYoxyPcKB86r7YPWzcO3c</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otto Dobrindt</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b01231373d8ddb586da670581192d125b9ebcce9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">light music</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['light music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10210">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17DWi1v0RTWE1wpPCHxm4S</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bs (A. Whiteman)</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1509b14e402077a52d4bc782e1b106467888ea20</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">478</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2752">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9da85bf614f13433da4c789d13e815f664430809</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Country</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115125</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'scottish new wave', 'scottish rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1h8YIw9HLr6E8gdXVDRbVJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8178">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NKOTBSB</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BjHiejt4AKg6BHeCjtAcF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28051</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed73085b4e4dbfbcbcd57c2b78ab04b0b65fdecd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5099">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5841e4d4afdcb1e104c6ec5fd8f3ef198b66a2ff</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YFKPea38AMhGqGSqkFF1Q</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43210</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'german hard rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kingdom Come</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7139">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xvHWAD1Bz6vvVmVMPpZJs</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134838</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">For Today</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cc8bd1b36dc8777d60128556aecc70ea7f594ea</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock', 'deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6591">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/547fba27a5ec694f37f73f8915aed0f6772aaf9f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">353360</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bz9hDpUbAw5JElgEiuIYZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'uk worship', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Redman</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10184">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'post-disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25J2zw5Yzn51UowSvGjUyJ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1960</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f475181703490227e08e08e27cb58796c22cef1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Reddings</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9334">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76612</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/367f2b8c0512f54deecf7e42b7017d5aad82921f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151BUVKmiB9rHDjIkgbeVE</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Apollo Brown</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2266">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278404</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23wr9RJZg0PmYvVFyNkQ4j</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3120e0f1cd061fb792dca4e20c3c8f61cc34fec</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Moore</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'hard rock', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10730">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LppeaUlwXl7FvRZ9dmSLi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Voices Of East Harlem</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b26491b72337614fe9a1d8b9a11299fa146b707</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6348">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">961520</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Denzel Curry</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fxyWrfmjcbj5d12gXeiNV</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark trap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark trap', 'drill', 'hip hop', 'miami hip hop', 'pop rap', 'rap', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4a0ad97006408d757b5efc6dadb5932f4c9b98d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10640">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3d837325e07ef20aecd3a98c16f7f5bb75600c1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eLcDZDYHXZCebtQmVFL25</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aitana</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin pop', 'latin talent show', 'spanish pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">623008</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4983">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SfrwwVPGtjYTI3vwQ4hEU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'modern hard rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thunder</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e322e859993ed7fe4fc347edfc7a263d898c7a7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50379</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4153">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shannon and The Clams</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6A5Ns1SpGWTt8SzXPwiqVE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66399</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a68a093621ad349ce05319aaf3a02682a8a1172</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'garage pop', 'garage rock', 'indie garage rock', 'oakland indie', 'power-pop punk', 'preverb']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1071">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290199</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68637fff67cf0df8bdd805254b9b107fdf62c0f2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r0KYGxdIZEHZ6z6XbkVbo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marvin Sapp</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10254">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28441</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eVJh60tcshbgbm26TWISX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classify', 'piano cover']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Costantino Carrara</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classify</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/346882eaf99d63e300cfee6ca69061b10191b394</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1140">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Choppa Dunks</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zFHhkl68rXYS57HJ6zGQa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">804</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8ec41412419e500b4d69498442593598853c2ad</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8890">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69445799878128778b93d9618c24227df96f31c9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore punk', 'oi', 'punk', 'skate punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uMNhVG30JzeZ5xtPb1tqR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Casualties</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81476</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9295">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OsWN8awq2bN7q5upCCgWf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fredro Starr</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cc173f6987696d056661db86dea7164cf616101</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11315</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10321">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qF2VK14P9wCb8AEbASR7a</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54bbb9349c957d724b43917a354f217affbd4ffa</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Rapper</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6501">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cJ5tVoeAEFcZBAwSZ0CtF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104749</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Plot In You</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/657a8c8481e66d302851f30cc9ec2db929fa1c72</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4528">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e3YzZ7Y7YUsXihPOkmgRq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambeat</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Valentin</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54977e6e1ce6c5bd60a47eba79992b7f8c18dc1a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambeat']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11026">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DUfT2yR8YstXUidz7JLJP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/175d37b25e286a44639805b93cb76d5e3347f4d2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop R&amp;B Divas</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9418">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03d8607dc5c91202254c53752b8e7dce85b89fa5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PJ Corvus</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Za4VNmXG8wJ239NDerZ9B</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11252">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">728pGpbVotlF0WU122hY7K</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C. "Tricky" Stewart</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1464">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isyss</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ai8wem3AnC3ccP6E5aw1q</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcb99e70ddeeaa2f7ac256383af8ad382a97f8eb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20079</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7259">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41448</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SuWOa14KQ9jBIwvqFbzo5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/787b7bf2308250250d52dfacd1e5cfac1e7d1394</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dustin Kensrue</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1627">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ms. Toi</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">574</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5h6zIU8cm6UzAaHsjXmNKl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc81a2b6f20336ea831583d618325168ac809e7e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9709">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michelle Wright</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian country', 'country dawn']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5637</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6864d6363accce642ffca9977cd474c81390b82f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Kp8PxFfeU5CFHkITQF9sY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9629">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06f2a797f621319200d67a56a3af173d1e16dd2a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MGR2y3msa1wBK06SSUNaf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9085</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Watt</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4208">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kM6SovghiRffYO3RQxwUY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Covered Up</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">548</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f614c7e1ccb809124922b91b98f7d24d2fc072c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3094">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1159</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4N81xA4vupQhBTvKFHCD36</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d12081331a53048a480d331e4858a429edb83a6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Davis &amp; The Monster Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/630">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rixton</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97ddb423c3218de0d6bfda32c7e9a31546f76c12</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kkxsdcaWmWU2yWAqclDh4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">584109</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'pop', 'post-teen pop', 'viral pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2921">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wUEfafmKVXlwEiz9RdPFc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38848a6384752f647c9f232474e6821809256b7c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Dolce</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1292</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/928">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a3d35ac9793444096cfe1c97ce689786a4128e8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soulja Boy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">862754</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'dirty south rap', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GMYJwaziB4ekv1Y6wCDWS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8994">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep chiptune</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CGpNBihXlpMsjwHjVKNIO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0873872ada925b24d29a258346268edbc0e5b3c9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep chiptune']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14958</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zircon</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2236">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">True Image</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rWgwZwzlVQb3Ltn6NnIVj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6594">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Circa Survive</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b463a029fda233734ca25c87e1b043d6029eda49</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'modern rock', 'philly indie', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11FY888Qctoy6YueCpFkXT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212919</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5835">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jaggerz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a78f33675f3b3e633e374682dfc9edf9a6e15eff</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">624</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05aFikcWbrmnDKsCHaH0Ce</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1590">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af9d79b10593ff8993ea2d3db5da2b4444e8ec3c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11765</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice DJ</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tbvDi9eXf9XXp06LupkED</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/914">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QYEvpsWUOjqaYuxDPTCmV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/184674b36baa9cc7f0048502e78ce615a35ba08f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97608</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diddy - Dirty Money</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4909">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fine Topanga</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vluQS9eqz0fIl6gh01w1J</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/305bd306623b2c0cc4cb063603f013627135790a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1300">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f42e7b884f327952cedf14f53e5f6a79b62bb838</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Yayo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142397</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50UMTib697JJ44le8DO2Va</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3997">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccb8a0422e2d5542cbc36230590d8ad0f7c39989</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MsnoFODDc5nxWrjm99Zew</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5531</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Four Preps</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards', 'doo-wop', 'vocal harmony group']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9075">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Get Up Kids</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'emo punk', 'kc indie', 'midwest emo', 'modern rock', 'pop punk', 'pop rock', 'post-hardcore']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cb4d57c3987b54260b3d4372ad6ecd05bf7edc9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76006</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54Bjxn26WsjfslQbNVtSCm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/150">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3c4c2a06332c88e967387b38177d17d20e2331b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2622386</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop', 'rap', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">699OTQXzgjhIYAHMy9RyPD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Playboi Carti</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4591">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8295</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/beca80e48fc5401433d0a134d2b24b990110e56d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'europop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wTdspmxzb8V4ZjvDodpBo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Touch Of Class</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1537">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mýa</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lHL3ubAMgSasKjNqKb8HF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a66bcf14cb2a5367e5f277ba6c9cf4694b958158</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">635098</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1502">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Jwr7hGoSNK3S3QBxh3T0z</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129559</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freeway</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'philly rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1d6f2c6870346f34024d964c341c9760a7a2694</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4148">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sennRot4Ls82wfspEQuf2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4926a7c05b69267a3f926e002defed68a758c7b5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leela James</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217843</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6460">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nq64XZMWV1s7XHXIkdH7K</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wonder Years</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f22072d82c1f0a2b3eadd9b436fd415551e6c98</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188063</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'modern rock', 'philly indie', 'pop punk', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4585">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SWtMcmZLgP04Kj5x0eCxa</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13987</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/368c867ee65a75b5b5a05278e96992d59e08104e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Azul Azul</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9509">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AEUF7hpBuvR53wIJXhXk2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Saint</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7febca48daa57e6913679c0fcb37e52225276f25</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1633">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Len</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7336</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6oMfS8fHX0CyDwRptywVjr</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a04b5a78a7ff092c17eba87d0d6de6f018592aa</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10779">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sybel</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09bcf7a29b4cf767c20ce10ca4db63c92bd980c5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wZzHxq7jsbvHWbrXwPXm3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1100">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac9b621f4a39f572378188c3d142f988110d22ef</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KlUwB6uFECMC3zzvFvykx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25815</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Niia</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/346">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">994037</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc0e10cfd36c3b8dcaf0715290d1552efe93978c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30e8DmahrEamvLbFRPdWmk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Moore</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6656">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wHhEfmqULGHitETLW9l6s</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Projected</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1195</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee69600816abd8042aab27a448bc2a4d147e3da4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2029">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Tribe Called Quest</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'jazz rap', 'pop rap', 'rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1024356</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09hVIj6vWgoCDtT03h8ZCa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f987ab74c72f0c50b19b05ea775bc4033c57706</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11344">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23512</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Quireboys</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59f305998c055e0d3196ed431e1603255153fb88</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'modern hard rock', 'rock', 'sleaze rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0d49iRrp4iVZggKbcpxnqI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7546">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77904</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">moe.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZfHMUPrxoZNDTBPHmmdhj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'progressive bluegrass']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/926142a93f30573dab9a9fb39458dc74af67d51b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7938">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Word &amp; Worship Mass Choir</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kByEImuwUVfKDAcBuKqmm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8efdcdb98d0c465e1babb558d11cd5e7ab8ec61c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6781">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31Esw1yHgJZBPcRa4nUyTP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey + Rory</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47861</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ff954feeb71e2d65bf0a71695d6f1db88645417</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4522">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30494</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clay Aiken</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dcb823fe420adcc3bff865a3f0c082b1f84c6bf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13aBWT8LN4oNWWGFOu96MA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8440">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12836</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5126966824a28f08e1393545da936bd3eb17914</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xTlb6eueddQmWsxImpDbP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Buxton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8497">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f2d0100797c106dd779cd244b295057cffc175</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sea Wolf</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96656</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZllGjNdP5pS8UFnT5Jj2x</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'la indie', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/240">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04ei5kNgmDuNAydFhhIHnD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131790</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo rap', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Landon Cube</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c03897946ac8d2e827acde245d64c18dad37155d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9348">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f09ce4e0b2cf6998ba1782117f8fdb251530182</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Comrads</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1612</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FMPj60hLbmn8iWZhMvR2O</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8697">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carla Bruni</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269673</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HVwzNriKEjaeE06okqSpx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6f8eab35a814cf12aa34e889138a845d302899c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9359">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4005feb9f287bb7a85f38b6e6608ba40fd887b66</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6573</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Murderers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mDuaV9mZjqxTR4iOlA9Ek</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1448">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trina</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'miami hip hop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'rap latina', 'southern hip hop', 'trap music', 'trap queen']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">449575</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PrinKSrmILmo0kERG0Ogn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a910983cbf4ed4962439960fd20cffb4a4517294</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9843">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beloved</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c91fe32db0b08e4f04283b41613a1b8385da413</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'electronic', 'hip house', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46h3caIKtqPlEfRHuSdibg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25982</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3740">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/797a911d6dcad3418494613924dac9af6370070e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Hyland</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22406</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YROFUbu5zRCHi2xkir5pk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11085">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop', 'hardcore techno', 'hip house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N-Trance</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45InkbGypoMk5nVX6dsHkt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23058</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7b5e3e648bf57b02ff9a846b42c6b1d2141166f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10609">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nJtdgCxkhZFvFMPTsHavb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch pop', 'dutch rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be4356bb6411116e31a738cbf2ed647d50d12035</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trijntje Oosterhuis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51529</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/105">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ad9e90e5d96aa57ee07b66e8920257f854d06c3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BYxqVkZyFjtik7crYLg5Q</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1545836</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Young</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2383">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12073</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mica Paris</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ooehj86xYi05XJoVNxJGO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59b3969ad1f59a62061726e5c6b4a112ff7c1daf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3881">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob Keyloch</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">482mbB8NAHbJvxws9YBMCL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7785">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67300769384f85c6b7aef681a24f5e296b10d24a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexis Spight</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16688</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel r&amp;b']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60TmfPS3h98rLg7M2nTmlX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2473">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">265425</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03687c399b7f43ffd04758ed82047af5b1df8673</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lee Roth</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KyCXNSa7ZMb5LydfKbLG3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'neo classical metal', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7874">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Megan Hilty</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5760</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ks2IcGrojAKIxnUdkHBGk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8f0e15b47dbafe164f4605d0bcf42e740e66742</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10996">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Siegel's Tokens</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HATwrAZrNiGq0Y94RS6TS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aef0ee1cfb80ef506ef63cd10d0fe16d545eee3c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10947">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nino Oliviero</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vintage italian soundtrack</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vintage italian soundtrack']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afcf747fc812465c700d8d3b09b878ed71ba4544</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5asbXwqLkuOLVP5x1Wp5kP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4095">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49DKvKvaMet16JVLEY5aYu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ebc0041282c0bc7616c576f690b2c0223adae27</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tradewinds</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4717">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Company</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2643</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EzxzjKMVw35OI2zAll7r4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0f215f739c39d0321f47eb5518055835b94c095</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8761">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror punk', 'psychobilly', 'rockabilly']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MvgOAoxA9ZgOxtRBYxLWJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50085</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Horrorpops</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc92457da51c083150b0057c52948fa9ab3efbab</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror punk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9521">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'hyphy', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23563</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59c7384c7bf656b42c7f1fd09942f70572cccee1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jVdnobjK8xR3M5OeFGbAF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3X Krazy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2470">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oSO8nxMHKOJKj7v8l0zWh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wendy Fraser</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7535">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11997</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b9abeb9ab5b851f2e0b8de939bd8973f6ce46a4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lEokLkF9CWjEBogNWcV69</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Robinson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8540">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack', 'video game music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KLA7mvD10XxcjRbo3uTdB</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6472</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ce2215ad4b8ec6c5ce80caaa2bd96a3634a2a06</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Drake</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5570">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'jazz funk', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5swBKHtsRDaCBmdpYRYOg1</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16970</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean Carn</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b790872d29c5de92d75e063f5901bf195863715f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1382">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2731134</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4654955890cb62a6abe9daadfd2b3ecdee8036e4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Limp Bizkit</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'wrestling']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165ZgPlLkK7bf5bDoFc6Sb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10002">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363VbwpX9anvrThJ2qDwBy</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17521</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89b75fb8deca0b6606409e19757cf86422c8c993</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TNT</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/697">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trevor Guthrie</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91f5fdddc1b4cf042106260e55c28048c3796e5d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8636</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NXk2pLFocS2OkNdT7ncBt</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2379">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'lounge', 'mellow gold', 'motown', 'quiet storm', 'soft rock', 'soul', 'vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tTsrGPwQRWUsHR2Xf7Ke9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275930</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3201f2fbdfa1bfd894e509bd3fbf3faf7da0a00</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie Cole</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11004">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Premiers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78fadedd951318e47ae659077ded027af416a0c7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7j1U73GyJma4AM3T5C7Dmc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">468</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7941">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd7bd083928d11461642bf32df6f5bda813785f9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical tenor</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103081</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical tenor', 'opera', 'operatic pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plácido Domingo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pU3BpenOZFEBzORx2YBJW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10442">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8101</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NklTIyppcOBgs8rFKjRmf</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fred Wesley &amp; The Horny Horns Featuring Maceo Parker</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'p funk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06dcd5c463ef810d358e84700d9240547241a921</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2530">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eMlKSBFAoXVJLoeHmwKEj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117946</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0350c454c84f6412f8b906d734c971419f9c440f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Cray</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues', 'soul blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6723">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mO4aGO6u29UyR6XLZR9XW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'canadian indie', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'stomp and holler', 'vancouver indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72ad373dce4a154a7ad335bbc2ebad604146dfe9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Pornographers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126849</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6014">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b870b6eeb93b649a25fa92e4affcd7b10f2e38d1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hirZ8kPPdM9pzXpoagB4w</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marlena Shaw</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33424</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6586">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JD McPherson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'modern blues rock', 'rockabilly']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6u5mhJXgAKPTj6YVlZSPY9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62202</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e889fb3c0d32b80bcb785c1542fb676b78dd819</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6959">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51580</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69a2GzMCkrrTrN9iVmP8Ys</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chaotic hardcore', 'mathcore']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef633f1dd36234fcfacc64552d742a2252756972</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chaotic hardcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nails</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4465">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheyenne Kimball</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28GmLYDzZIZWQChkzH1Mgy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15979</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/392b3f6a2122a1621c9144a5c33fbe0309c8c6ab</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6220">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">576</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Charles Singers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79164c293d088eb0d5086a5f346fece333ccb98c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">716xTLDou3FHSi9mXOMU1Z</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8930">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/760e4c55d45c4cd1912512c4e7cf317ea038fd92</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'new rave', 'post-grunge', 'punk blues', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vines</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vkiEK5D7Gf0z4M1Va0CXD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197468</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2120">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rIhaCHkbFVvLJpKHWwOJD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles &amp; Eddie</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c95b6d4f2cf9d864cb9a751be66b650a120e4d54</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10780</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/263">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2P5sC9cVZDToPxyomzF1UH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1458467</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d484d512989886187eaefb1dfc108aac26612280</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Bada$$</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/157">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VuMaDnrHyPL1p4EHjYLi7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7581693</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Puth</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/546d8696b0b03666f4cc3f918d8c5eee3482782d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4632">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HcwFjNelS49kFbfvMxQYw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbie Williams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adb0211f058de0ec34912d3aaf9fddc9ce9b527c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1564781</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2392">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">742306</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Orbison</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'mellow gold', 'rock', 'rock-and-roll', 'rockabilly', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JDkhL4rjiPNEp92jAgJnS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/846e8808178b1b66a5220f947185dc91b89f6f5b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/876">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RqtSIYZmd4fiBKVFqyIqD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2359813</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c0b320fcd21be3329a0b2251409a2081247b57</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'pop punk', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thirty Seconds To Mars</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6173">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sue Thompson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'deep adult standards', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KCnuZQWRl9FEwAcduZhP9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7592</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a4fb5619b53b2f0262fe97c5d6228ad2b342323</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11321">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1367</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal trance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f538ca464bfdf04f8d40e289b4aa75453f8ecde</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal trance']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tQfcFJsrGokPBQ5IgXY7O</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria Nayler</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8381">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wal Berg Orchestra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c4c3ed080ad425d23f62c91c566c08714a2def</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gwVwnuUm5Ip7jiM2MJQFv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3362">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3596d5bdf2814f1cdbda5ccf6ba858edcf22cd48</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ace Spectrum</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wLCYIHgd7kXSFEf1oOh8R</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5160">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3n99AZrLOuuAtHvu12uDDC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">445</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean Beauvoir</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8821ca906551230004a2d5cde49c9854c9dfbda0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10199">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbc1a874db1354394e00d1361091e2da40e3af73</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fuse One</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sUg8vc5JF003DHhBixhtX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10955">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qIxU9rF9xwhAspOzLZ9bG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/500698af17821d9ea2dfa98f5a57067e3d26698c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ferrante</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5459">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">555</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a0fb858573b5a0984405eaa8ca53aea243ebf29</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Genya Ravan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264yYi3dCLl5QehppPVZdK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2053">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'eurodance', 'hip house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fbc0bd272a99eaf34b0db95b053ebfa6deed9a1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11548</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rozalla</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wnJCxpnKAagrdBJAvaDrQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3515">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rHh0AI30JhKrbzKIFjFNd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93984</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ead0ca5746226e1bfbc53b7d848f3cd4d1318e37</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jr. Walker &amp; The All Stars</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4063">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eCYJICkuyACP0y3RJK62h</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeanette Baby Washington</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4848">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a399cd04532c167fdc8173cc93814ed3ca0cb616</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Da Youngsta's</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15170</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Y7amh9m52OEj67M3gNDCX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'hardcore hip hop', 'philly rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7508">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZAPCFYJyRqX63YsDhRAc8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Wanting Blue</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">columbus ohio indie</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['columbus ohio indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7780</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2a196e6cbaa04ad7a159786b7b6dac5cdc97ad2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6701">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5E2rtn57BM2WPjwak4kGd5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'dance-punk', 'el paso indie', 'emo', 'garage rock', 'indie rock', 'modern rock', 'post-hardcore']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191582</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">At The Drive In</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/480abcd091111383d44188bfc4396bb72f1ccab1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10663">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Short</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cabaret']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bab07f96e38730892dfc74f58d2cdbbe56d12099</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cabaret</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1992</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EmBIe1qOt8cX3h3Oe91mk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3548">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hudson &amp; Landry</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01rHoPysrUwLE4HprDreGZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/193f82c6795d1b670c0be6f3da443fba47581862</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6095">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad49e2cae74915326558581299a93b8f16866f32</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Head &amp; The Traits</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30rTY7YT6tAoAUoGJXQBqQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4872">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Collage</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6904dd08effe5e255fb02c77a8dec411d74b6316</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OUU6LcfZ795unswMN56cT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4674</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7494">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34053</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I The Breather</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OpFzG0Srh37pwJUdwsETa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c0d28908afdb2772e74af266d91c8affdaf6b66</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock', 'deathcore', 'melodic metalcore', 'metalcore', 'post-post-hardcore', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2275">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2d092539bd1eed23c2bc03a75716bf01eee5d30</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MNeXu0284O7mQWgF1YRc0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Breathe</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6774</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5980">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harvey Scales</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c28009aab5693ab8b65b47f21d95740a96c7e2a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xrxaJKiA4uPKBQnLqeFIQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4251">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Swon Brothers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36590</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nf0nRF0W4ybnJdda00pKY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9237d595f0c090e18ec5171930dff129cf3626e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6120">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Hutton</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fVz6gMf57Q3CymbJqN1eU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3296">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herb Pedersen</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfcc263700092075e5997c6442247c978765f6cd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hPc7dyXAey1c44DfQkPqn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">966</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10244">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60dfe17ca31aab7552298dae88233d92eeb60a85</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XARewdsOxt5tw3uROBGHj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4278</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Mason</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4543">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DqmNLPM1kAbSBQk2FMm6b</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda Perez</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235975</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24425935c3632dcb3638096bce6a089f4577341d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3211">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Nhw6Bzkf9AsZQbOQ3nP5e</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5c0758de34b1aa1f0d8dac3a6ed3fa25ab68826</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flash Cadillac &amp; The Continental Kids</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1964">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160996</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27e1a471528719c975e37661762a0cc23965c99b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karyn White</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lJBrQQ88JjskJmJeVKX4F</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5285">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7b6e3574eaa284c00607e51864662b14dd6983e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nxLkUvHbz2O3U6prNIfm6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">931</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gamma</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4363">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tM6SwRysCaIK0kW4h0mVP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spose</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/287c8558007bd9748735087a060b8b9ee82f0cec</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'indie pop rap', 'pop rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50630</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7428">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e95df7d615c4830aa6c1b7eb3acc6382d45dbe47</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43LxSfgAU06YH9syb0eG7w</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8932</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleepwave</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-screamo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-screamo', 'st petersburg fl indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5049">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dino Sofos</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f7d8ca2b35eeb4111a6be9d7818338165a17b0e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6X07DvXrba1pfRBhtNl7M5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3210">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05ff48ce3b1bb17107e38c0b0e300b37d0ffd4bb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73JBR5s2PVvUjGu6tIqjqx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5475</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter Murphy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/728">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Birdy Nam Nam</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94257</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro house</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4e7qJTThm5uI3CplqZObfT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f0f4f2a2a816b116f677a9a5073ed1b398dd301</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro house', 'filter house', 'turntablism']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4322">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GWCNkPi54upO9WLlwjAHd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1546597</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0102b6fb8b504c33cb8b991ff91b2c2bc0c0d30</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Time Rush</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2750">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5O5V29YvM6AzAQ0rNt59fy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2637fd1930f8f5abf0e1e2921fc3bd4c6f2b75a2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient folk', 'anti-folk', 'art pop', 'art rock', 'chamber pop', 'country rock', 'folk', 'folk rock', 'folk-pop', 'freak folk', 'indie folk', 'native american', 'new weird america', 'singer-songwriter', 'slow core', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karen Dalton</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient folk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48105</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2906">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver Condor</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a733eee7567b9047c17527131fca442672bd60e2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29depPcBWPGMjwZeqJHbQi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/689">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travie McCoy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235934</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7o9Nl7K1Al6NNAHX6jn6iG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db1a69dfba64f053deb550d971423400cd582841</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/864">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3562358</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Omar</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33ScadVnbm2X8kkUqOkC6Z</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/043aa595a838e80632c902d8397cb3232f299566</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'tropical']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11146">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d04e6a6adb4c6861e3569a233f270204d0328813</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rh2u7ghM7Dw1HnGmuBeSL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fundisha</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8036">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14539</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scars On 45</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ltIfb6fKhN2sxGic1WRWy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5d411f252caf01db2f18283ec45e1f15c65d1e2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9528">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fJy3VGVUCNVGrVrI1nv6x</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweetback</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9400</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/797f4606faec35e8a48fd52371f61d5c0b870857</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7556">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nickel Creek</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105083</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78800c2042418414e3387d1b0471c4d4e24fc049</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bcLBxvaI7GsBzGp3WHnwQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'folk-pop', 'progressive bluegrass']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4176">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WL6MC4jDW7w7K9hfc4MVS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'swamp pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f7e230b53f5bcf30967f3ffde9f7c8d027469eb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15063</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clyde McPhatter</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11179">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ErHVJMsxTq2lLSmnONBm9</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Kim</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116417</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-indie', 'k-pop', 'korean pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0b5d5c977e71a9cf15a2014e8bbfbfb3d6f26c5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N3d253ff190ba4b22ba70c5d73bdae0b8">
+    <ns4:primaryKey>artist_id</ns4:primaryKey>
+    <ns4:aboutUrl rdf:resource="https://example.com/id/__row_"/>
+    <ns4:column rdf:nodeID="N24d6dcaeb848425988358ee294511274"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/688">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mxe0TnaNL039ysAj51xPQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b81390065f0c65c26270a4ca1d2ceae3e30efed6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R. Kelly</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1939362</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/777">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53c06ac5622902b83d80c1df9d276ed390e975c5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'modern country rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21533</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greg Bates</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2COi3lJPZHP2CjJBfofGwh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8376">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert Sandler Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zh5lCEdrayZuyn4K4frKt</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/888">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miranda Cosgrove</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/373d8256edbe4a85bf8212817b96471cef4af400</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SYGWAHCe31oykdeUPpoJp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">693689</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1846">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enigma</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'new age']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92faa9baf0ceb3d29014a63f67efaa3b0c8e9dfa</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">388619</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DmG65yHQsMms7WAvrZOdt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3161">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GpuL6WNTOVhmMl6lZbiKS</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca37afb49c48d6dab2c9e22400b142895e17842c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'quiet storm']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10744</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Floaters</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9887">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria McKee</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30GIF9g2UJ1ifn45kSMTFf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10713</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46d59c767cd016d85f10a251331ee1e34d997917</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6064">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a8ec9b741cf104263d965d9b03d5f434495f7fb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qmpfeyFFJJeOzSF6ZJ0oo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swamp pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swamp pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy McLain</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">575</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9484">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dHjpeh9OKBf1Jfg8dmO1T</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15656</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Denis Leary</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f34b73d35d7bbbbaaedec37b24cd8501363c41f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6808">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BIGBANG</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29e1fb0593d84c221e9447c6da7da5eff203e37a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Kxlr1PRlDKEB0ekOCyHgX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'k-pop boy group']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3278550</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6515">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53136</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evidence</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VfeYClQyVUCPJdXb9jl3O</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7832c93d177adb644fd831622e8877849a9289e2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4987">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bJ5SZdPOpF4knh9RoHHbe</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98028f2ff82c54145899692655403b06017845ec</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandee</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5442">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16628</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/617ae444eac69230691bf68483c9b1cd12177f9c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bpiFjU6CnEErF1C8gBqvG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Wayne</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9780">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ASrZfFxWDnzsNwUQg3pzl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/349e026ac9053a9abd963455b97538c88b13f365</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36193</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dangerous Toys</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4401">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UBf3C5SmZIFSfsIfsfzWH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16b39415a86df1525aa4000b808e286f373aced5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2362</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">String Tribute Players</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3877">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brill building pop', 'bubblegum pop', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'psychedelic rock', 'rock', 'rock-and-roll', 'rockabilly', 'roots rock', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CCn4PFRRRZF127jtCBAUe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0fc74cb2e10858c1b0b2436e6f14cee0944f8df</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201191</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lovin' Spoonful</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8713">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55db4d48a23a3bc07f9ea371d7e673b678e09bf0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iNwwXMd2PEg9oEr167J2c</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42067</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blood Raw</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2465">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2b65e6d3f73a04df334993986a49adb3c542ddc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic canadian rock', 'mellow gold', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glass Tiger</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58394</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53RaPTbZOx2mBoZD6LLWIv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2411">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nBZYpVAH6bD0QlD7Mpil7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Almond</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8097ce3c130ef08ba90ad3786904fbbe73cf52c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38018</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/21">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheck Wes</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0f2b79210f155ffbc25a5a3900d3918566cec6b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'trap music', 'underground hip hop', 'vapor trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">620853</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RDOrhPqAM4jzTRCEb19qX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7098">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baroness</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KdXhEwbqFHfNfSk7L9E87</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-metal', 'progressive metal', 'progressive sludge', 'sludge metal', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4709ca2d6f33462e215dc4e0fb234315e0707af5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159707</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4897">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IDqgrPkciaPfFIOkCWVAF</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L. Haywood</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/39">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camila Cabello</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nDoRrQiYLoBzwC5BhVJzF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bacdc874225b10f2af8cded61bb088734b6a5810</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11367121</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9770">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12822</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical flute']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">774mHr909NkDVeyyXQBQfZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical flute</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Galway</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/225b84731734306443d5ff4cfba929dd2d272715</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4902">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85724</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4185ad5b271876d742f586203fef213b9df38742</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BkcAbUkfIBM4XudxieMq8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. Alban</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/650">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6ffc85056737fd282c116f30e4757e4f1e2580b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73Np75Wv2tju61Eo9Zw4IR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Idina Menzel</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204016</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11075">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a085db9f8584b48ffef702c0a16f0abef9163cd6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bT1LHMk4k4U4vGpVB17fQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2295</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Oldham Orchestra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8611">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3113</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">stomp and holler</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Perkins In Dearland</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36pp9WbnrSk93OCHZ3rCf4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60e57315c6b285823b1f20b2605157203c1ab3d0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/327">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'latin pop', 'merengue', 'salsa choke', 'tropical']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15a92d68b10031e9886d218df827089f40594b5f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juan Luis Guerra 4.40</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nlpTZci9O5W8RsNoNH559</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1455295</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11107">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">347</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Radio Killers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DjTAVHbQhRhXi7VUODOX1</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e14479f2051f1044e3f750fbca0e509438661d06</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6667">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1bbb81197869d553798dc9d9c1bc18335d5e458</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Z-Ro</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'houston rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">334649</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MrdwyCIKbpXmTKQBlG3uq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10957">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HZ1CtBcg9FroAS7taeCIp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1597</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02b90e522177604971e818e2c7e55f4519f3a624</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moms Mabley</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4108">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kilima Hawaiians</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vintage dutch pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EmP0D9VNPFdkbr254aHkE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">441</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vintage dutch pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19675f0344bb1828086962554daeee0573b6caa1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5085">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6df6097e98211f6b5952eabc6d412fa8895018d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fgwMawRD6uZOERzG2SQto</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holly Knight</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6533">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Woods</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop', 'pop', 'pop rap', 'rap', 'trap music', 'trap soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">604250</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90cf2a39c62bc7b872b3aaa16fd4c15d4e1622a1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mDU6nMUJnOSY2Hkjz5oqM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11023">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/413717f3ea40a3eb7b6157f4bb0d84f851224a02</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5438</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kidzone</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6i1qu6ITcSL2Ss6qr7Nzkn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11240">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13023e9119f5c82200cd37379551ff12abef7c7b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">304senzcXGpWqcpssNpmXJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Auger</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz organ</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz organ']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4005</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9171">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap', 'gangster rap', 'memphis hip hop', 'southern hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tela</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51e3b4ae97d8199ac47b68ccaea1e207a909a320</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tsdit2ueGK3CtFt1ueg0y</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58771</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8318">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f322c686e7d241d680c544adca7b36fe364b8a90</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">One Less Reason</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60tc2v0OZXPmGhRCcVrSqM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18850</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard alternative', 'post-grunge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5374">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XeVhjTp485r7duDSL3PmU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11999</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9743f972eb7cb25bf2711acb1ea31e278565a98</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'go-go', 'jazz funk', 'post-disco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pleasure</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3861">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94c5abaa9b2ceb474c3801df332701196682e336</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'philly soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">509</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36eDX6PQlJkjxXUhIINO5w</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay &amp; The Techniques</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10519">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b23d88bda1030e3afc59d90a4a4d8b49656bf2e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qBg3GRK1U9XCkJ9JabBt3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53648</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'kirtan', 'meditation', 'musica de fondo', 'shamanic', 'world meditation']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mirabai Ceiba</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1344">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BvzbqWWwLN11XGBYgDZzx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terror Squad</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abb429e8b079d8090f4fbf8c51b4d837431431f9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104174</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5059">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58c313946e7e46d001be7e69e319803f87eca284</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80930</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09mvgMBvJkxarNIDGdwPWg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love and Rockets</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'dream pop', 'gothic rock', 'industrial rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8593">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">628856</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/801f0258c07b96ff088fc59bcee726c1fb6789aa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Static-X</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JDSHlDdVTo7aZKdQZ53Vf</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/804">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">922856</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35GL8Cu2GKTcHzKGi75xl5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'uk pop', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a93b0372e1caf4bc5645beb07b226cbc6065a4f7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Hudson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5101">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mGFb7wCIvqKWya2ePJQ7c</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">821</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roxanne</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0203d2fb7a5db2b5525fc05be55e0edbee32b2e4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/342">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-traditional country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midland</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95a54fffb8fa546e80b40b8e42d3c9a8e7edfa93</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DTZRmlVZBxx2wRQBtx6yi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100317</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10398">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26883</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'celtic', 'celtic rock', 'classic uk pop', 'folk', 'folk rock', 'traditional british folk', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c5c4162b98445cec7b18fd838fe9091bf3d0e4e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steeleye Span</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OrrjMGltjy6ojX6034f8u</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9567">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DDK7kMwXwi4xZ3wWdAT4q</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e323f3c87f29051d1ba8507580087de480f66b1a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah McGuinness</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5521">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XucD9urBtUadfCNvZc4Pp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanessa-Mae</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'violin']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72639</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79262ba607b69143c22f21c1dbde91cd541086c2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7025">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157091</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parquet Courts</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23NIwARd4vPbxt3wwNnJ6k</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'brooklyn indie', 'denton tx indie', 'freak folk', 'garage rock', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'neo-psychedelic', 'new rave', 'noise pop', 'preverb']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5664feb21a354aa422898373b27450560452d40f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10739">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97ef8ba1cf56d4c16f418f0a8ac5c773ff69cd12</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">spiritual jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['spiritual jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38CPjAAqYV8lTYi6clzbjG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gábor Szabó</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28360</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11441">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8487fc9301fb860928deef793402940c03b2eee</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6msgOm8DS8gZzdDMvnCxz7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast Of Aint Too Proud</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3576">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Jacks</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GH8lDgqqfg1KSDfFRFGzK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4683">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191579</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'southern hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e094a4dea4ae9408a3f1cc8c614e1fa9ebbfe508</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Star</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67ei8ib6PLT1w3OkhIb4fB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8325">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2208</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0184cc6791c08861808a2d00a8ce44e7c908304</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PureNRG</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60jmh6G01cpgusPW6By5RO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3152">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie DeShannon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17434</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iVed2Qu7dmL0pIYCj1Xw8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b20ddc093a866bc40575d843c597d7522d0ffb36</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1180">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1571879</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4b0835e4a1aea20678ef8db51102a89bb776717</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stone Sour</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49qiE8dj4JuNdpYGRPdKbF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9547">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1daab456aabc7c8e329f247953178f6ba96bf4b2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiki</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63qVJSyi0oTYGfS5UgzhQ8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">460</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8797">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2149340ca75071bccfcd1b2857cb73221d9ed752</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian alternative rock', 'christian hard rock', 'christian rock', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DrXhci3WAyo0WJv1RBOG6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12 Stones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222489</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/463">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5he5w2lnU9x7JFhnwcekXX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/850a7d9f00b4ab7198b2c1c8c71f4bc7227072fd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7275117</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'complextro', 'edm', 'electro']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skrillex</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4681">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22778</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CZ7oUAqi1RHO1hO5AJ6GH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Studio Group</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bf3880813fc1d9a591395020c5ad40e261854c1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/443">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/006f33aa00461fd249ee31bc292ee4f10ff90cdb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9417</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PIKOTARO</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37GBT1Lhfc2sgq4jZIt6n2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7770">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c46d9b06aad78d82bb996810d99b9c8b52ac1c75</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ONE A Worship Collective</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0l7iytJKYus3wFnn4bAQow</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5543">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Sebastian</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'singer-songwriter', 'traditional folk', 'yacht rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FPF6tyBTP79pCCAJDcPft</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f22c93ff3aa383cdb4cb8e94f788f3f6c0e2e30b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17175</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8827">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f09b70ee9af79fd77076a8e0ae2e451bc82d190</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DYFVNKZ1uixa6SQTvzQwJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">288538</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ken-Y</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1266">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dolly Parton</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbd7aa224755d601336e56f72efd0fe6b138d96f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country dawn', 'traditional country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">843465</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32vWCbZh0xZ4o9gkz4PsEU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9012">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109043</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electroclash', 'folk-pop', 'indie rock', 'new rave', 'queercore', 'riot grrrl']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Le Tigre</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bc85fea3c1ed9320f63e50bf7c6e0b1c9ced6c5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2n6FviARgtjjimZXu18uRM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9936">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10127</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swamp pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31ioFU3ADV6npBP7ykNvtF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d25ebfb8ab899f7212049d9b9c7ba5220af7d3d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swamp pop', 'zydeco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buckwheat Zydeco</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6920">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Descendents</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FGH4Bh7g9W6V4fUcKZWp5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219368</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61eaf068739acb16123912aa0ff26a134f61958a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/375">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3733277</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6344b8eaca2f7d125e05594807f00c244be205a5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Troye Sivan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WGpXCj9YhhfX11TToZcXP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8449">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Eu1txygG6nJttLHbZdQOh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350956</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Four Tet</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f96458025a0640bf1d3c8f764a42ec21d4db1eae</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'electronic', 'folktronica', 'indietronica', 'intelligent dance music', 'new rave', 'trip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4274">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e504aa650fd02a6a921ead34d2d99dc4e4dd6d85</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Texas Clown</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BJoUQSDY6bQOewqxeQHMu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10588">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Freiberg</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/382762fce877c3daf31403c3edde512bfec59bff</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1F8wWco7cL1UNqTIGa3w9u</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3982">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Four Sharps</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M849NJPLo3cbGxTXpzoAX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6787">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20oQv3LStCKCjI9oQ0JNha</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/249b42319bc23d14bef2d0e4e816661d8ec33a95</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Less Than Jake</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern ska punk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214134</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern ska punk', 'pop punk', 'punk', 'ska', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7128">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indiecoustica', 'new americana', 'san marcos tx indie', 'shimmer pop', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Oh Hellos</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155703</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Fe3pszR2t4TOBVz41B1WR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e619ac853c50100396b77183bcf6b2b1246d65dc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4128">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jelly Beans</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4N9sOGiRHSMWT9L0eByBSp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10412">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gp93oyCtmejjaduXV1IXG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">661</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc35d878d897887499b12b3ec82753e826691878</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mandré</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2772">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10bda0ea7723c04a54f3959e585839f861c68711</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MYNQyCNFvEvEShbkpuil8</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Grant</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6306</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7038">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Domo Genesis</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vHBuUxrcpn1do5UaEJ7g6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171683</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'rap', 'underground hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db3afb6163b8b44bfc33c55926b0a847153bdecc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1019">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DRTDBGl9fBAzVdF1IFA75</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5087</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed46ea2f9cd80de4c42c665a937bbdbb72076dba</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnta Austin</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6486">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Calhoun</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fZ8AuVP6Y8mLmCoybfKpC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd4b00f47827ee358d1520bb94cc9cd6c5c4a67c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80079</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'military rap', 'redneck']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7290">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Houndmouth</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new americana</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/843085effb44a7474752219a9a49b1fd021658de</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154936</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new americana', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'new americana', 'shimmer pop', 'shiver pop', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EGwUS3c5dXduO4sMyLWC5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3221">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">257930</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dmeVSH4lJqxXU7C87dKIB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tanya Tucker</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff3cd600f10b0a77d9cf6e0762e22ccb63ea5951</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5733">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b2bbdfc4c4d6c2b91c25fdf6ecbdb078aaecce3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan Edwards</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8792</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gyVuJLsatWofXCAw1SGxM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11457">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mwjybFOXSkz2UuykO7tlG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dane</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c9c592c896e4de95d285ca61aae97ab04d5111c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3765">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bring Me The Horizon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ffb6ejR6Fe5IamqA5oRUF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'rock', 'screamo', 'uk metalcore']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2536420</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12801c8e109f2a11b3f6b181f730eb008d1ad12d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5005">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75hXWfyHB0VZQJwaJna3Uy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S.o.B.Beats</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99b49a0a735b3e8509920e7ce3d1752052929aaf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6225">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5953</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cedd821c391bf181083e680e0306ff80951639d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jiBDfjnWIdLQEEOdKqZex</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doris Troy</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'northern soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3905">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Every Mother's Son</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44RnRzSdbvlthfaspNyQld</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/461">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb06e7db758490492bbb49719bba29f036e3fd29</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15100</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kai</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xHUXzrfhFgnIv86EBR3Ml</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3535">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5M52tdBnJaKSvOpJGz8mfZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'birmingham metal', 'classic rock', 'hard rock', 'metal', 'rock', 'stoner rock', 'uk doom metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Sabbath</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3791327</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5931700f9515dd6587230130beb615e0549e47dc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6642">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c06962a0071f50660163381c066c6cc78c40d02f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wage War</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bu7CtcOMWcS0BMq7snHW6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146541</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2563">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332892</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b95bff4977b32add30fe296517b0ea9f7fb92d1c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orchestral Manoeuvres In The Dark</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wJ9NwdRWtN92NunmXuwBk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'rock', 'synthpop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1766">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">H-Town</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21gGD9dUby5ls0belA1wqZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394789</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55afe47f2ca8cc2bd69dba78b87757924e0eacad</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11373">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45a9a86695d3e8d26dc432fde78dd75e990b760c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X1aTexbriX4OJihzlILw2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">No Good But So Good</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8769">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de9b936f8f9ee555416e9c0db63fbf1c21ceafbf</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dLygPpliCnhyUxWl7s4nt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michelle Lindahl</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10003">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166484</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88c6b2f261c4cb83b98651a5ff65744043ca248a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lO3fSdhsdpeOcrbqAJsRU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aero Chord</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'catstep', 'edm', 'tracestep', 'traprun']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1710">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UuT0BJZ9vF8Y1sxXnJl2s</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'lovers rock', 'old school dancehall', 'reggae fusion', 'riddim', 'roots reggae']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89516</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90101de01b33d9cac4021657f0412b1fd9761298</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bounty Killer</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9599">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3drEaBmm4UexsiDfz5AzXV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14454</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RBX</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a187d51a0c8a433421373e46c7d29a5e7e716d0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1324">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aafc4156598fa9f8f052ec5687e648ba9120f07e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328754</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ciRvbBIVz9fBoPbtSYq4x</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Jon &amp; The East Side Boyz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5362">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maurice Gibb</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">691</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/752eeb9030764173717d0cce1c5570843b408a20</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h4ALbc1G80KRRG7THwHic</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3081">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sad Café</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10d3fb9ba1e409458ee71cf92fc644a22ef89c02</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1v3i9HmVAnX3khVW9tPUg4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3556</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2778">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Dzj993UEz8Z5ovxuirzFO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57558</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a58e296abe1259f6d71ed5ccc882aa193ce423a4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindsey Buckingham</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7074">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audrey Assad</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91022</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GKYNY4rIPnOuTfC0J1IWw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa7c17bd552110e5cda1dccbba2bf81410bd4d9a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'indiecoustica', 'roots worship', 'world worship', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5993">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721FL0xknvdDd6uTBB24yF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46eef370e92622bd52e04b93f46e9c20bef49676</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Love Generation</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3404">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Curtis Mayfield</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">582102</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'disco', 'funk', 'neo soul', 'soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95c6d44385167a064c530e21c11153b3f162143c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AV6XDIs32ofIJhkkDevjm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7669">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/995f0d4d4caa8ea01f3e435748663bc7cf8c5c1e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28241</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian punk', 'ska', 'ska punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian punk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five Iron Frenzy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BcAEs4W94BrXMmVCOgwSx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2040">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/661bb837302b9e64d051c38f42f773000309895f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208143</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CCf77sKGlTdfIiIDaVScj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Texas</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4194">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fpTMHe34LC5t3h5ztK8qu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56bfc8d434ae07d44e737b42b87aebb639841406</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Carters</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">610316</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6937">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Kiwanuka</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">581623</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bzfPKdbXL5ezYW2z3UGQj</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'neo soul', 'soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66174fb1c85e46cb754cca858620c5a62a822332</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3834">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cryan' Shames</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">571</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KqE3rHdX1G6MkvG1lSlbK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b7b3dd913cf0cd8fcf1a34c862f9fb6ae0a29db</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4852">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Y4g6bsYzlhsC6jRDQnN4a</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25709</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/083cf718091d3183f78dfb244c1aa644691a1f4c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edie Brickell</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'singer-songwriter']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10773">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">saskatchewan indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dead South</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dbcbfbb8e7c0dbe6a84e94d3394ac8f6bb4a452</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236586</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HR1xtIsUefdFnkI1XHgeA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['saskatchewan indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5753">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Nix</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">753</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NPzR70jYNxmCapRCwwBkr</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4578b62579d7208516a049ec1a75f636a975cdc4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8390">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vou19lDRSpvraFFMssghU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mario 'Harp' Lorenzi</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6657">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12c4b1962165ad3d65b3e41943908b7e999bcfe4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silverstein</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian post-hardcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian post-hardcore', 'canadian rock', 'emo', 'metalcore', 'pop punk', 'post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Tsag5J854qxeOo2apszug</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371863</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6832">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106049</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Disciple</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian metal', 'christian music', 'christian rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cb256c335dac3de759618c5d8d27b4b8a9027bf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D9k73VomKTnVQ6ROnt8IO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5343">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eRexaEYzDIxZh6S8HhJLy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3f0bce4c5632e5b12246f24d5dc113f97dcedf4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Black</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">488</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7645">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76dc7990240bce1e5c29f29273994ff1405fa823</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Butler Trio</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">342463</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fBF4MULW5yMzyGaon1kUt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2682">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/066c1205c71ef46295b257833aa054fecf6a1909</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8432</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Cafferty</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fPK3TAseRcy6sAS8U8pEw</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11376">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">731</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cliff Nobles</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i0ELbteoVYQDbSNCU3Spz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6710056026821332c2cd368b0ed5a5c9b871e00</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10250">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5683875dc1c0a5552960b9efa5d1f0b4b22f4711</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hsBHkirITV8ScT6n0iQBW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Woman of the Year</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10195">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">582</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cSbUgCYcQ6WmJyVPyruyd</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Annie</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43accfb1202dda27a1112cb2abf11083c9f63497</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4475">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0REMf7H0VP6DwfZ9MbuWph</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8840c822e61ef8ea2f09f57b21c6b18569e2af0e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10 Years</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332659</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7613">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2z78AlkdwE2Ghj9EB50M6z</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a0cdf13555d911c0f21c375de0d665ac0574258</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liars</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'experimental', 'experimental rock', 'freak folk', 'garage psych', 'new rave', 'noise pop', 'noise rock', 'nu gaze', 'post-punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55618</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7384">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aEnNH9PuU1HF3TsZTru54</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">379722</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caribou</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'dance-punk', 'electronic', 'folktronica', 'indie pop', 'indie rock', 'indietronica', 'intelligent dance music', 'microhouse', 'modern rock', 'new rave', 'trip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a25f22ee209a3be61b94be9da95bf7ec89c95d98</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4770">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5u15ozs1bXTC2vJTPt2tpM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6686</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gina Thompson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f974c8b8f1799e915b49b7a3ae63d5816499f2e3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3914">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Magnificent Men</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f36705d6a7f4dfed0405d5cc5e2c4cec9ad87aa3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FTuawhNb1FosigKdDNHPC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5293">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae0933de990b19cce9bad2854e8c3778e794a46c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">658</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nwMOS9spMPjD1w6AruPKl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Off The Record Karaoke</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4220">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jHBxvZ9gbBkZ17wKUqVsO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca1736e2b28ab60aa0b68eb385675079c5578916</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kent Jones</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami hip hop', 'viral trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99887</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11175">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2032</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6B5fQU6gKaq7JPRL4YIg1B</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uncle Charlie Wilson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9423">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Him</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37841</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f44301f9c5f9cfbc921c4868a31760a9aa4b6daa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5F211gZjfoqvH8v7erGdsy</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3844">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8d8394c2c0eb847fd3b3153bf9dd9d6ac917ccd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tremeloes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VL8sLEJ6lHEwocjc1pN9w</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62130</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'nederpop', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1962">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46794</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69 Boyz</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qeBsFLeNEuzrDhDMbnDwF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e753f0070391069696f9fd06ef1b6a26aa459656</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8896">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Masta Killa</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52725</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38d6a9c7efe44ad0bb500a844783db9e39ffabca</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ME1RawvWt3qOJnYnxVqeh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/277">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4443630c26eb4a4bda8316c027635808fe00a3cc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CCwRZC6euC8Odo6y9X8jr</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rita Ora</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4727608</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9965">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1b898e6a0e05d8e413968f793fbb5f6bb4ea2df</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67640</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'garage rock', 'hardcore punk', 'indie rock', 'jangle pop', 'new wave', 'post-punk', 'power pop', 'pub rock', 'punk', 'punk blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54NqjhP2rT524Mi2GicG4K</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">X</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8017">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f34eed55659ec041c763501e95a92081d0e2a089</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215991</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19zqV9DV3txjMUjHvltl2D</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'neon pop punk', 'pop punk', 'pop rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Motion City Soundtrack</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11454">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soho</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ca343f5316336f8833651036df42855dc388dda</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WCakp6x5s025ASunyFBE5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8319">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jónsi</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/852ea09bc2cb32755291021d1dc3df992922b0ef</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3khg8RDB6nMuw34w1IHS6Y</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['compositional ambient', 'icelandic pop', 'post-rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">compositional ambient</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112806</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5885">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fccc9c7cf427a41baf8018f8ee16796a33c8362</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sekXVahMOZVW2BA13Jcib</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Checkmates Ltd.</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4244">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xL0ZB2mnlEi7gga3EMAbe</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7efd151a39978fe8bbbd3ad9f4516a296828d7a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ProTracks (Karaoke)</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11450">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5f4c6ce26c16d4e1941fb2371f8f10c62feee00</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Navy Gravy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QEZ8qPZSxIvzrkJCxlsn7</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4910">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OXILsPD4WNJ7XiGMAkCWa</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8fedebe3d9209eda6baac70877eb56430b914380</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72538</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop', 'italian disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Boys Blue</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1908">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">612</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Bernard</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc98846002635ced9a92a0496fee4be096a9fd26</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5c6hrlOIg3Ppcu8i30tIiG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7823">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90187</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oT6vt8H3q7kA24sicjFzO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cdb8d8fba0ee716f429e45258adb91729bfcbaf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Man Overboard</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'emo', 'melodic hardcore', 'neon pop punk', 'pop emo', 'pop punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9553">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sS3l3KsCFGat94vdDP45M</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21542</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Mike</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6610ebde11253b7fbc5e5a8179d51db68720e7c7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9867">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10604</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'jangle pop', 'power pop', 'pub rock', 'roots rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PpcyAkdpuo9a08HiU6yfi</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4de7fb5bf614a2570dfd0a457004da8c81b8edb8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NRBQ</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10046">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MhLmv7GgyjbxGqiIGasvT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b52c1d09b0fb64ab4a88b84f3166dc5886826be1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275621</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic', 'laboratorio', 'new romantic', 'vintage french electronic']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean-Michel Jarre</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2409">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46sr5uwA9UiQgqtVPQMSgM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fun Surfers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5642">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yDmbRjVTQsQd3OnMs5s3I</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127318</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'jam band', 'mellow gold', 'modern blues', 'roots rock', 'singer-songwriter', 'southern rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gregg Allman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7e4333d4bf74976607f678974acedd73092d8e4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/434">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HgDVnEnlN20dfe1vvaBXH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c3d987106560d89e2b305e48d0b0803fb0313d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8686</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sundance Head</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7026">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Wolf</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7229</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e626ce84397ca38f1b6722d6658417082f6aa28</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">roots rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['roots rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">003kZCrZhoxCckVJ2jCiJC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/851">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five Finger Death Punch</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5t28BP42x2axFnqOOMg3CM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ed93611497acb959fd5de2a3ff5e4eaa9721e7c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3400978</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'nu metal', 'post-grunge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6429">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iration</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e088c73a3fa520af246819a87fb04b92c1c4bc5e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0q9lPhJHW5R9J7RXIJRbTk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235984</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jawaiian', 'reggae rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jawaiian</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9096">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'melodic metalcore', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95270</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fmbbxNvgHkglIakp1Wrv4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cd208967ccea2c1db689e60a227ac2a5b711831</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spineshank</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1713">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mu52yh5bBhhJOyVndAEZW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11444</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'girl group']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cleopatra</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f96db0b17595a605e48c7b17b8da6b4dc396e268</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6806">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ab-Soul</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0g9vAlRPK9Gt3FKCekk4TW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eff7433105ae6f6ed6ffb6b03d46aaee8d6811ae</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">581653</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1132">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Serj Tankian</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BEI7i5sgUuivcfwXLzFmM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bffbb809620f4f71e056384cb2591de117cf2472</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">493404</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5716">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Hodge</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07tGoz5JpFT1ddktF8q0nt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11202">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3350</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Jane Morris</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/388b44f8d199bede07e878fe5eb104a86010b8db</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7g6rQ236kj9vrXWdGyiC8o</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5109">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5835a502529e199a9e10ee00ff86a2a8e936bc45</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AOn8ToM1vaab3wtU74ldy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock steady', 'trinidadian reggae']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock steady</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lynn Taitt</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">729</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10185">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Point Blank</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty texas rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Nz0G9zAjZVmIgqtGfHham</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5114</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a84bdce4242dc6938ef0e26b666ddf26ae689590</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty texas rap', 'southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8846">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'garage rock', 'indie rock', 'modern alternative rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iy8nrBbtL57i4eUttHTww</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa75c9bde696ee903a6cc5749c5c0905367fab18</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69816</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Good, the Bad &amp; the Queen</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5068">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doug Montgomery</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c7ea9796abdc86f0388618b9d7335c9a4dc3fbc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ng2TUBQyhemZLHnFjypAk</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">687</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6272">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59faa8a09e0d0b57e801a75bf87d6d19798131bf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'deep adult standards']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KjuI3MbOTaBH29yju4Lr4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3241</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Scott</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3097">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wVIVUOGgJpAgSdQsHmuZ7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep northern soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep northern soul', 'minneapolis sound']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Walsh Gypsy Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/451">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bboy', 'funk', 'instrumental funk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d12a3246e3182791110d8157650a7f1711b2604</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">726MxZBpkxnnoKl6aN7mmj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63951</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cookin' On 3 Burners</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bboy</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1246">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368955</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angels &amp; Airwaves</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xklw3WodFZiNNmQt3DIgp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop rock', 'socal pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2efcac42455cf2f9f23ebf1daaa8d579a8e9cee</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1597">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xtqw2B8z8JGfDYi2eAZHI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23768</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/184f5134b5c6c638ced5250ca3150ab6d0452c6f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonique</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7537">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3128cf0fd57d63399e2e74f4d206c22367fe61e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TAEYANG</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">577604</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6udveWUgX4vu75FF0DTrXV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['korean r&amp;b']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">korean r&amp;b</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9057">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vQLu6vYK0hp8k0fsAzsU8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58774</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cormega</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b33dbe344dc76c089cc5da92c38b19daf71d9dc2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4890">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darden Smith</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CUKhaUkMI9j5qAEyuRfaA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1707</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2c88332bbce6d1e507fef5f1c2bacec31a6cf7d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10290">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'lounge', 'nashville sound']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9195</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d02664448c5b8d6ede597cd772f33be4f9afbdc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DQ6mdEhxCgHPqfX1niZZK</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Floyd Cramer</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6488">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YZOQlBE1v44RxPEAVSdVR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d068e6bcfa13d8901211bf8c872de5b9d633fe84</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Myles Kennedy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67517</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6984">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror punk', 'psychobilly', 'punk', 'rockabilly']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiger Army</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e744035a87473661a5b389b8b26707cee69ea2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ivKiS6TITQYizkbUUahbi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93039</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8560">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247860</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb5c29b7902230879aa1d9b6458b35ed4f823cc3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30sqtiTKIb1oDve0SdYayT</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anti-Flag</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10816">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SZ1e7QHN5jon9tpSpQl44</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duke Pearson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dbcdfddf9bad955b4480767c73a5f1dcd3d63a5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz funk', 'jazz piano', 'soul jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6272</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7882">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b3b59f363f91d72746f8bd6da8f58e5e5c058f3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176214</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Z2KInfSmPOzAIYyiaXeti</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'chillwave', 'dream pop', 'idaho indie', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'shimmer pop', 'stomp and holler']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Youth Lagoon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/380">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33JQK4UoS2aMPYBfdB5Ftt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melbourne bounce']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9978</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Riback</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02ce4ba58ce9ad982a21388f94b8fe611089a3be</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melbourne bounce</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7287">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">You+Me</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81855</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfecf1324fd238741cecc0fb80cabea68668ccfc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WO1Yn4pcC30HOKLD68JKm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10790">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14353</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50fb7e962ee58919cfe259bf2f16687693eeb351</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cyeaYQ80Wkqvxx4HcY0jo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Rich Big Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5309">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/207852bf75a2e37a6c85cc80616a4822d39adbc0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fveB9JClzXWp9OjZux6d5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Point Blank</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">454</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5924">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DjoQKQjrxrfTW6QlQEyDE</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9cdb07b2fd95a9cfc83ad0f4213cca781312e05</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cherry People</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9774">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2621</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Q7YE7dr7R4JeUamdBcPr3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">School Of Fish</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4dfb8dfd67088139e8ac843148cba1fcacc85d1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5812">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4O8NcI06slOnzcloI95qfe</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3565</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9567079da04bf962c608d5a66b905b40457a878</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american', 'country rock', 'singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Phillips</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3724">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Illusion</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2L2nmE6KywF9XY6wUnSEQj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf52332b36f244140d5167ad743ef96e1e15c325</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8770">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0c39a7863bc69583ec022e92ec484077075221f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68wRnXJVs3wbBZe3ZFLuXC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michelle Amato</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6721">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dabd2dfa010ceaea8d4d17e06fc23100eab609bc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CmaKO2zEGJ1NWpS1yfVGz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Falling In Reverse</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pop punk', 'rap metal', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1108415</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3783">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UGZh0dNyawtfTuETNOni8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c828cf0316d03477bb5d3c206be72cdacf0f109</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.C. Smith</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1286">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'folk-pop', 'lilith', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rScKX1Sh1U67meeUyTGwk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michelle Branch</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335421</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3373d258841bfe0a0a02bff814033887c8c8e63b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6769">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27AzFtMZhRN78bAMPntbpF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'country rock', 'dallas indie', 'folk', 'indie folk', 'new americana', 'outlaw country', 'pop rock', 'power pop', 'roots rock', 'singer-songwriter', 'texas country']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Old 97's</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50938</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd66ddaf12dca038263b62aa5d02bf33536970bd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/855">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16318</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Javier Colon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3flTDj1VSZCktpBGZlNutt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b13d5b47ab863143bbd329534c19695b16b35f0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4857">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JYmatsiEQMn2v5KchV8u2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b92e8deb3dd5a68f86f31b2ff8738b4afcde682</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killah Priest</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34486</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4373">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dream Club</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hfXtbfiVIJI8tGbWUFeMy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7ae970febf0e9bc7dc147cbcd6900c6717527f8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3248">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3396456</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Cash</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4eac84cd2ac4bf737f80ab9cd2357d41a11229fb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kACVPfCOnqzgfEF5ryl0x</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5776">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wadsworth Mansion</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ms7NbAd3ltqXbU11HiRMH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10875">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VBmFpwjjnu1ZX24YqU0JK</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6669deefe59a6f3eeb15e9e86c7f37460b216943</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of I Do! I Do!</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8215">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4exLIFE8sISLr28sqG1qNX</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Barker</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fab4a562ac08cdeb965cd5f29c08735b417f5797</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182029</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7011">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PJ Harvey</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">508514</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d88ca473ad66439c371e39a296d04d608f0432b9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'art rock', 'chamber pop', 'chamber psych', 'folk-pop', 'garage rock', 'indie rock', 'lilith', 'melancholia', 'new wave', 'permanent wave', 'piano rock', 'rock', 'singer-songwriter', 'trip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12VaqyEhgwDRuFfEqbnrpz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3633">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'modern southern rock', 'new americana', 'outlaw country', 'red dirt', 'roots americana', 'roots rock', 'texas country']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58caee4d10b589c63a09802e59e540b112ffa419</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5K4gVy6DhNd39mSjuK95Y7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45989</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Band Of Heathens</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/163">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2875582</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ty Dolla $ign</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d0222ada3a614c277aaff64fb1d7eb84a34644b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7c0XG5cIJTrrAgEC3ULPiq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8304">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80574c32a6533e414d0b0bb81e75758726299c73</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00sAr10UTV1JZtHqxsLVn4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71411</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Mountain</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'modern blues rock', 'neo-psychedelic', 'punk blues', 'space rock', 'stoner rock', 'vancouver indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8446">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xmd7RPLO292xIiLMAryFQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0709e51c62fe0c8fe97630f661ea9bd7c26c40c7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dailey &amp; Vincent</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'progressive bluegrass']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12062</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5638">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1327</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cc9deee89e53f5f065f207ffb747b95e9c9a966</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha Reeves</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Hut5CO4gDNYQfG63a7Wl4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1215">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06fbfde57a9e92f9c21820b5683690a3d6dd0b81</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">446796</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Dro</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZooCJzNMTLpmJaIRUEorI</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11456">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xlJRpWk8zlEwUK1YmNd5p</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/379b70c78d8bf326274ca971b78e9efa775d48a5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Davis</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11278">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bzICNq3gKanSdWuzTF9VS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b9d57f8c3d40ba20f350bcb30b9b591e69119d1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sing Karaoke Sing</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/539">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pia Mia</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'pop', 'pop rap', 'post-teen pop', 'r&amp;b', 'uk pop', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">928062</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BhWF9W2PngtPSyobKg0rP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c52832c3a83e2ba8beda2505dac7355d953daf2b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5427">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Voyage</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5edeab4c66d2e99122929946489b82e4ee2342b2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6355</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aASXckUdNXJ5X338n8C1D</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8609">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop', 'funk carioca']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Groove</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rXMvXRnWHaSwnVvPeUUfw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/485c4db4c675aff6001b9507869e8c7471f4377a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">459704</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/167">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wiz Khalifa</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8391910</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pittsburgh rap', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4fa8db4cbbafeca714b5501d173b78d54bd02d5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137W8MRPWKqSmrBGDBFSop</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7518">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'bebop', 'contemporary jazz', 'contemporary post-bop', 'cool jazz', 'jazz', 'jazz double bass', 'jazz fusion', 'vocal jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/230fa01e3654ec8057b944877084dbaf175916f9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Haden</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Pqc0ZFA20Y9zGJZ3ojUin</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36028</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6650">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">260671</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manchester Orchestra</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wFXmYsg3KFJ8BDsQudJ4f</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a231fe0b0bbd00d25f33bb7dd065644ea8b3d2fe</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4670">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZYkqq2f8wA9vkV4iQIo4C</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b2895dc9fbcfd2ca7bd1c46382cd91ce9f6dd47</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11693</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tatyana Ali</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9421">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GrYT1CB2T0IxumY1MQpZJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anointed</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0309b6378bf67b99f3404dc8f9165ea99dbbe102</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19942</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11003">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5735786bc97c3d1dede7e6c579edfef7a9df898c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Keith</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68sMSV8NvbARSYCmFzzSpQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5937">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PI5IHRvANLL76O5gRmGKL</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Cheer</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32313</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic garage rock', 'classic rock', 'hard rock', 'protopunk', 'psychedelic blues-rock', 'psychedelic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/661cf1bec0ec058c2953bfc2e9a30ede162c8c0e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/161">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ed Sheeran</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49806724</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f55cab0739390cf3b2c2f773b9c779b2f0ae8a99</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eUKZXaKkcviH0Ku9w2n3V</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3027">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb9e5a64eb02e387f8b176179dc1779c42dc9a6e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XKBOnP3qXHP2FpzKplAYh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28726</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Johnson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'soft rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6326">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xYXYzm9H3RzyQgBrYwIcx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian contemporary country', 'new americana', 'saskatchewan indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150330</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colter Wall</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11237bec742344fe6265703628a5aed1fb8bf180</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9125">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c24c5ed7ca6e6c52c494187d01c5c0024d5dd1b8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xvNx8d6ZMhOZXUGUBmJby</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24667</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FFH</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2891">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24DinDXSaOyHPz3JhdL9Qb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian disco', 'post-disco']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3603</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kano</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/043278b1974eeb2b12bff7f5fb0d0fcc9072cbc5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2985">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fantasy Love Affair</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NVwD8jMoS5VQNtiPzcQrW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7369">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86ce0e373cb29b60cbf072cc920563456e414753</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessie Ware</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'electropop', 'indie r&amp;b', 'neo soul', 'pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">462225</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Mq7iqCWBzofK39FBqblNc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9155">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nwjcZ87CGNRiO98nFKdOD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32208</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb1d9fef66871200d377c3cc2ce0c292dc024894</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taron Egerton</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7052">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'regional mexican', 'regional mexican pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2182519</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee39da3e0674a893dda383ad3bedd85fa5ed4b62</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Plebes del Rancho de Ariel Camacho</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cnl6Jz97730GUS8zEAK77</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2887">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21fd9a008e669eeebcc5ddf1e7aaf049eba8a634</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Del-Vikings</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10xLCBOlt2NhclsRmrOvX5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30956</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2335">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72KyoXzp0NOQij6OcmZUxk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midnight Oil</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35548f7fac00a97bac66425be32a57a22f8b8018</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock', 'dance rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">381420</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8380">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">light music</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['light music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db0ea6500f8447be3fe24f211a249d7d8d281c11</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tCzpHcFpTcNv9BhCSDRy2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Concert Orchestra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6134">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a61d6988f5c24d9aab1b4b2f7270e72b1ac6d5ec</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11c6d21TC7e9MENwkEGykn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Astors</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3281</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4610">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Gilman</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acfe8d1912070d9f6af7039ea09b00e3b972c7f8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OqQbeNe7Pi7Zi7SNTi9ko</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15829</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10024">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12484</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheila Chandra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eYoqLpLD211aYrxb64AzN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['world', 'world fusion']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">world</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccb4be664f3950291af294c424c76181e9f1b7c3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6828">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Knxwledge</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract beats', 'alternative hip hop', 'chillhop', 'underground hip hop', 'wonky']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77645</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Zu03OgBVxgLxWmRUyNOJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ea2074021da2b11e6d5846d4da22906905f43b9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract beats</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6226">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bouquets</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VEgAOOU9Y5qfvCgQ1ktUo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10126">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332875</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4f60dc62ba89084f99066f454b8baae94deab05</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'roots reggae', 'uk reggae']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UL7BodGc5iVmQGlMwHR0g</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steel Pulse</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10263">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34df38bb212e41c07cb181ec388fc5e6d5f8ff26</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">691</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sally Harmon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WTo4obvbBWeVSYibXW3Jm</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5929">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TnMVQgTIbp6z3AydwnHW6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merrilee Rush &amp; The Turnabouts</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1753">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe9e01e11886424505448190e23e3a7917f1626f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lutricia McNeal</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7608</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15CJJkRAJlTG8kA8Eo1f4x</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2109">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'southern soul blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Cooper</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xGCmWMUMHPicNOqDJeRf3</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47fa032c48bdf9b587ee0674ac31f669a01b0d4b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9249</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3233">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Tzi9qf1gEDXzFjOq3zgbG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ozo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5bac3e9d778081a6dfb9963931b4806633257ee</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/920">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1207707</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nzxy2wXs6tLgzEtqOkEi2</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'pop', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monica</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/328896170b380ff5fc06795a857c175e68bb526c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3498">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e936b26bcec8a5158aa1fdc06ba393d79a5b0335</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4H8HYDQQhigu13NmJOQoUr</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Davis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1867">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billie Ray Martin</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6402e379daefa784f0aaa4489d52962cb9cf0c9a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2159</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep progressive trance', 'diva house', 'vocal house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep progressive trance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GCuuMLMs37izZ3q5vFpcX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11402">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monti Rock III</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rmhskHE7NCZQDpt82u4Mm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8464">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3s5KtckSMZSS7wsELtMDme</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d29feee85a5203f80106ed6802fe32e4a451eecf</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Artie Lange</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4861</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'deep comedy']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8894">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c236d09330db50096c501d0cba431eccc6c7cb2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uv2Sfd9jIDiHtQMZ5p38z</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Kelly</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1613</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4825">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18653</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/302b0e89b7c862d83cb9b832b9a623c21307aa92</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ProSound Karaoke Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FQnTKF71zmqOzMB1ulput</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9035">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b34a63b2941554df5bd40cc52de5388d79666205</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6867</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Irish Tenors</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QehFI9eDvwgtDxEharMPu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2676">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'hard rock', 'metal', 'psychedelic rock', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2602596</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29953d234b5cc812692a11f0f55979f7d243a146</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">568ZhdwyaiCyOGJRtNYhWf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deep Purple</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3791">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3338</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Rboxwjnvu3wLcwzhlnaSO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fireballs</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6504da535516f6032234cf4f341d80fc58bde257</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4367">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B the Star</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4016</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee062bfe26709c5f6e89b6f2cf7a2718017a7f5e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UNVJFSDvwWjoRoQGDgorD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4869">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'rock', 'speed metal', 'stoner rock', 'thrash metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369444</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danzig</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34c4iQ5tkaZKu6Sv28BTde</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04a24a605ac224174b369ac612d001dd925dbcc1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/886">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uBMhKEXqr2UtRlx7Jn9LL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41039</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc2460ba31307d7cce0819a1fd0a6d9585458642</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunny Sweeney</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country pop', 'modern country rock', 'outlaw country', 'red dirt', 'roots americana', 'texas country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5685">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d0e17c687ba166f2c7a97fcba6d2f02b39aaf55</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20672</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bulldog</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['argentine punk', 'argentine rock', 'rosario indie']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bI566gNqVLuVAra7TXQp9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">argentine punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7046">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'folk-pop', 'melancholia', 'permanent wave', 'rock', 'singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Buckley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67779606c7f151618a28f62b1d24fb514d39dacf</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">548204</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nnQpaTvKb5jCQabZefACI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3279">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Head East</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55UamRmLvoS6q7iWPzUrCC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07249f4afb0c4946e2c55478d22ab48de2ce4da5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60058</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'hard rock', 'mellow gold', 'rock', 'soft rock', 'southern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2030">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'dance rock', 'madchester', 'new wave', 'new wave pop', 'permanent wave', 'pop rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qLNsNKm8bQcMoRFkR8Hmh</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273744</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd196a08ccb7488998a5fcad0b53e98b2a1a1b5a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11291">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'cowpunk', 'experimental rock', 'grunge', 'indie rock', 'lo-fi', 'noise rock', 'post-hardcore', 'post-punk', 'punk', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meat Puppets</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2h9yQhKyqOMex3QFMVeq7F</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3220e55a7e3918e0fcad7cb847e889792c246571</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115531</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6073">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buck Owens &amp; The Buckaroos</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b702b8d80d4d36bb1a3026ecb48f6ca7eddf8aef</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2661</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41GBMTInlbb2bey1N6VAzV</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4460">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ug6OsFk2B0mLvXrpmpRs6</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4a6e1266a646cce6e680063ba2c198fc29a4ebc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brown Boy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52690</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/727">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ace Hood</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'miami hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1052956</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75198969d62d204a003165ca7dd5a9eaa1ea2336</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31HjiqargV4NAw4GZqUale</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11048">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9a7c33e8ff538a33c4d616f6ed9b5ca2b84c592</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kingbees</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zog2iDlr49dG8OOwERn5X</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">904</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7120">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HgqjpBaWctBWVHafQIpRt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'mathcore', 'melodic deathcore', 'melodic metalcore', 'metalcore', 'progressive metalcore']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Born Of Osiris</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebc5d903ec0dc4a8354541ac0d0a1b1e539919d6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176450</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7142">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1763931</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'death metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'old school thrash', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c81130db7b5f933412c4906c30327817f1e1b43</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IQ2e1buppatiN1bxUVkrk</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slayer</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3203">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59896b52ab06b2a6b96e884d484693d70ff67cbd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy James</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VWag3JfyLxYn9BF9hsdok</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8762">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EghvcisxKybq4CVO7rB5t</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Costa</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/691762e1928b4e4b160160784093308cc79dfb35</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59733</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1497">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YfHAR9oWkNkUFcqjHfyWn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Traknox</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dbcd45d6911db3c4862b7c13a5334ef5a7f4c72</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9862">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dream pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FWybrAwiSa0zKibdLfZZr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92279</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/664a31f9d2276002632267b20dd0d2a5cacae2b8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dream pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Foundation</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1146">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4F84IBURUo98rz4r61KF70</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1848165</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/189146ab2ecdc0263ac26a01fefa8da86195abfb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'permanent wave', 'punk blues', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The White Stripes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7285">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86276</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Strung Out</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7211e00d56a567a972c5dc6210f71101842dd26e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07ATE522e8aDsEb0JVLYqg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/744">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ebc492274088f73121b951007da9be122e1ad64</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0I5HubncQ8E1MFZOlPDY4J</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trinidad James</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218438</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3513">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">687</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EuQzrjffQlDTKObrN5tbY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Commander Cody And His Lost Planet Airman</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1323">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jesse McCartney</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">600656</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo mellow', 'pop', 'pop rock', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Hjj68yyUPiC0HKEOigcEp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58d6a8a3e4041da328b327d289224dd6341aaed0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/352">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1409854</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tee Grizzley</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AUl0ykLLpvTktob97x9hO</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8387f928440def7d6047a213f216a80e2a1d4151</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'detroit trap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9121">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18828</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Cincotti</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PjKnsWzJra4dV8OXiNC5F</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8509bf314161fdf4d8616b98f0fc7513789c7b82</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2677">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d6e9d7dbef8dcd51be8ee5b8fe5761ccf71cec3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Hodgson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lHXm91pKLq9Sxi6CoRKWu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109954</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/126">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">509718</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3d20d4db6f6f9162970b20d9784271aaf1fb9b4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Takeoff</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EW0kQ1skZiK1NHg3Spt9J</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/904">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">893828</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'emo', 'modern rock', 'pop punk', 'pop rock', 'post-grunge', 'socal pop punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zxKH0qp3nBCuPZCZT5Vaf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yellowcard</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3e1c56d9fb0c60216f3540363555029ee9d4be5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1988">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GAJzApRTMmYZ9EjQ91VOy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2268bb6d9a5a41450a106835b81584d26f4bc89c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doo-wop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17680</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doo-wop', 'sunshine pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tokens</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1084">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian rock', 'funk metal', 'nu metal', 'post-grunge', 'rap rock', 'wrestling']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0niJkG4tKkne3zwr7I8n9n</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d934f4b7e61eec74c55414a9dd75192823d869d0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Finger Eleven</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">360255</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2241">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531405</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ice-T</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45dbca25479aad6571125107f1fdc029c0fb679e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'old school hip hop', 'rap', 'rap rock', 'west coast rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eGh2jSWPBX5GuqIHoZJZG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1081">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f1c31cdeac95166703f7a2c25527b992ec3e1b8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yael Naim</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98929</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32aFdXARUiqP81SXqIPD4w</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5130">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pseudo Echo</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock', 'dance rock', 'new romantic', 'new wave', 'synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27894</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FDW3axHactZo8HU0OnNVy</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/199151f4c01e664b6d429e4e1ae991cc6aaa414e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9705">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2b9d0f35301f53c81819a0a6538a074270499d0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">388</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18MRoPbxu2Z2RwBJFt1OI6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coby Brown</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1598">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OsUvoKmZA2gw8rETtxGlz</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40939</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c6fea8d2010c902673410bbd3aa5b9a9253c135</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vitamin C</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2257">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'classic rock', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chicago</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/678188c357e1b58e8a9ca28c34e11bf8d51ff2cf</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iDD7bnsjL9J4fO298r0L0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1384878</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2051">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419910</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KC &amp; The Sunshine Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mQBpAOMWYqAZyxtyeo4Lo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bb10d98f17229e6cf1051d2d50e7a6afbdcc838</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1287">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">660059</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9232b4ab94abb0de84f88278951315206a4dba66</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qbnxnvUqR14MJ9g8QwZJK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lonestar</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4406">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'idol', 'lds youth', 'neo mellow', 'post-teen pop', 'viral pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c6c3dbf1b94155f8f6320381a0f4afdbed69d1f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286544</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2C9n4tQgNLhHPhSCmdsQnk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Archuleta</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4767">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Workout Soundtracks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['workout product']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GNe7BTx35bFII2fZucjzo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfb7d6f62dde4aaced3368470e289bde052b71fc</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">workout product</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1178">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239544</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corbin Bleu</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GuEFqVXxQsqJtjGqoFWvf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae10cd1ec125a178788b490df64e41ffb0f0d60f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8584">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madina Lake</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago punk', 'neon pop punk', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34979</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a89a3eed9fed996641f16629fb4296b775ff198a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43QrUqvhiL71U9A9gJtAfA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5797">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dawn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5z348neb55aaKyQhVgqEvS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bf54726bc258f05c4251b3deb1fa6801adf528e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3461">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'soul', 'soul jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lJHGi5dlJmWwFH0JKF6di</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The J.B.'s</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53640</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/444a33b457f8ee812ea9177c4527b6b22735c8fa</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7593">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OFF!</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'hardcore punk', 'punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/078d9ce2e1210fd24f48acf99ea2bf1fc3c6b488</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29184</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fY9hRf8gHMOszNWFhR1wB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1295">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">427558</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3561dfd16661ac3bf544022df815811b26bdb95</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IdYRFTswLdsGwSnzOaGNF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gretchen Wilson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11008">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YEu3JiSrz2wGhKEOipSv2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Knight Instrumental</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/516d2f939decabe37ec0edf09569d42a1eff0982</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7727">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b1ffc6a92b4c3e384b28e636acd6019de3854ca</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atoms For Peace</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111132</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tA9Eeeb68kkiG9Nrvuzmi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic rock', 'modern alternative rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9360">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MSTO40bsb3DOJQT6xLsIc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278232</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country gospel', 'country rock', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c78a9ab09fcd6ca8ea0f5763405188a285f0e9d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Judds</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/408">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dcfbf8e78a3dc84e2535db44a0a062d6ccf5980</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daya</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Dd3NScHWwnW6obMFbl1BH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie poptimism', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">942072</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8259">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gentledrive</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7a0BSNjETKYyIKfYGsxAST</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2e63d50bcd42db04113e2b3759d8de8fdb19d4d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4564">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12374</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Cheeks</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UeVxCKyBypjQvDCT889zt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88dcce49e493542064bf0fd75cfc8233c0a735f0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1736">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny P</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4566a3d1ef2c6b59d6a5476a14fc9f556109b6f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1997</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep ragga</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RdXF6BnaZAz1G44yNKJcj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep ragga']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5491">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UOUIAVPngHmNAv0rkY1Ph</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70c1ccede2327066c5a9ec97d20d619dfcfa34f1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meri Wilson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6443">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mLJ3XfOM5FPjSAWdQ2Jk7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. Dog</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266622</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15120fbb157873832c339c8f7cbaa3bce691f451</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'chamber pop', 'folk-pop', 'freak folk', 'funk', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new americana', 'philly indie', 'shimmer pop', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/921">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock Mafia</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pzAvicKWenQtv9zIQim47</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f57c1353c6bae8e4d733b301b7787f42f87c062</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29899</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3511">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american', 'country rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00b6b6eed8deb5ccd19a94dad98d1dba7ed59d17</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Crosby</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59zdhVoWxSoHMc74n098Re</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122362</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2167">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea4bfa3ec5dbd7e653c4a599f2ba4b5c5a34ff46</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15ajdFAi5bjj5pS9laBfBL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'eurodance', 'europop', 'hip house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Right Said Fred</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22620</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9986">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Screaming Blue Messiahs</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NThbe2SzQCuKcsMTIujKS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45d7db6ddc0223e43491416750a5ef4f29a2ec9c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1887</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3193">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23212728cebb091acf4c1192b6f25c553c01c415</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6m30rs1IQqnWqV5nKMpU7U</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ohio Players</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">304320</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5840">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3W7NhfglFlnKRRMfakixbT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d248091727422e079e40bcb5d4631dfd4177aa2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Henderson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11052">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J6oTMVgZOOKh6ytjazn87</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie Renoir</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coverchill</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coverchill']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8356472d4a94b745eaa636871d231cd635d9d850</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6810">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5F43Eaiax9zqJkkFQ4nwjE</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae3b7db4c8a9e8f4f49e480dcbb845a753983993</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Television Cast of Hairspray LIVE!</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4255</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10276">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Goudreau</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">790</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7i7tNYAqvhu44tEpVBhyP0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0124129096ab6fb3590a321e5ff44c82aa457688</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10388">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz violin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c29974e1297840ba4679a3b2e0e40de90016559</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noel Pointer</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz violin']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nXQRPT9e2PVP4BFg3je8m</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5613</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2491">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0435f3a80e7e25487da11ce4cba407a66bdb9cd2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27o6v2N3H2YW2EPZjAMn0t</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7351</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glenn Jones</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5219">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">876498</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FcC4sDMXme2ziI7tGKMK8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Gilmour</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ff422cca52870e7393e7775811e06c805d76ca3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9729">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tico</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orquesta Filarmónica de Costa Rica</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tico']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cdM9ExxiW65f12YgRIoTG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb654bc288c7aad95c248b9f7be2e4f8aa96dc79</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3666</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3399">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">First Choice</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'deep disco', 'disco', 'philly soul', 'post-disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20v3nhzoeaO2WvDSCdY0f4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16436</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4db800e0efdcb71d4e4fd08ed290aa7faa25ed8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1408">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Boy's Da Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1604d8e9c964b5a19beda0259dabe17b3943908f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6045</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UxXd73KV3x4Hos5ZL7lKi</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4816">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9848aa1875abc2a329e74363892ad1e86e722d20</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'rap', 'west coast rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32248</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skee-Lo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55Pp4Ns5VfTSFsBraW7MQy</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8156">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9ea7307539a32d7720b738439b4f692e9ead9d7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22622</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anúna</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59OUpsEQlEUXDHVEOPQ7sC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2722">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3241a7de81cd7f5c640eaa7963e02403cbe04d52</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HuSl4Q8gNb8p8Jc8K2Yyr</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Latoya Jackson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4197</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8012">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8def143ca639238d857a0171dc903cc6e0f956aa</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Early November</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62896</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'dreamo', 'emo', 'neon pop punk', 'new jersey indie', 'pop punk', 'screamo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rxtSTPBJawYhQAXIpgEAi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2343">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c409b941bdfe519167b8a8e4fd84d968915d9063</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0grZF2s6ADKiTGwf8EVZEY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19360</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mantronix</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'hip hop', 'hip house', 'old school hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9186">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd1f3c8ff6e988bfca4a59767f1bf332c26a1d21</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3168</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Hairspray</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fonmVretCT6oQ7woD6p4E</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5874">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Randolph Grean Sounde</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10txInoosr1ODcncOxPjGd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1978">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Huey Lewis &amp; The News</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'dance rock', 'folk rock', 'mellow gold', 'new wave pop', 'pop rock', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e6a5f0ea60ffb1737da92571f7413d826f7b884</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">624304</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7A9yZMTrFZcgEWAX2kBfK6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1563">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19455</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baha Men</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d460d534122c08046d422c53a3d3067d9238bc59</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67FFKYikvTlvsPNk4NPOYJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2614">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a32453d017e96c03fee14710650a9b560bfa7cd0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KgaTyWVuSJ5g4n7OMmRIz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheryl Cooley</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6677">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f08ac7ae053bab1adbc3fe0be5d63edbb11a8e60</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504114</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'punk', 'ska punk', 'skate punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xTk3EK5T9UzudENVvu9YB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rancid</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10682">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1895cc114c013ed2bbdeb69aa3581b9a4c2909f7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ting Si Hao</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KbZ6OVoiOZ1vVfruBdMxG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10266">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e44a8399435cb737a14843a43d9c26ea2ea99d8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14668</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'soul jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Mb147hrrMIoAy425UZkhv</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hubert Laws</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4544">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'pop rap', 'southern hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/930c589002a86908f3272a65493269e8cf745f03</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Talib Kweli</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">334826</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lEssBAxQl2In4RpaB1C2Y</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/902">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'chicago hardcore', 'chicago punk', 'hardcore punk', 'nu metal', 'pop punk', 'post-grunge', 'punk', 'rap rock', 'skate punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1923129</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb54f19ac8a70161e63b460b8d28105c09e8b4e3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Wr3hh341P84m3EI8qdn9O</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rise Against</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10528">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'bebop', 'contemporary jazz', 'contemporary post-bop', 'cool jazz', 'free jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz saxophone', 'soul jazz', 'vocal jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Shorter</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106426</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07bc883564ad92b8b04edc9acfc1a65625aba041</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZqhrTXYPA9DZR527ZnFdO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5576">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">418</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79QvtIFqpA95nxbCT7pqPW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a99dbb930e4364ecce0941223a50cd29ccedac63</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Austin Roberts</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6418">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EAHF3jdnHHdko5DBrhRUP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84696</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67cb3c482328e933877458d9d31e3086b0cf5296</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Powell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'scorecore', 'soundtrack', 'video game music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/247">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53cfabafc2e9d15590719cf987ac0801d8ec75b3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kI8Ie27vjvonwaB2ePh8T</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Portugal. The Man</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">971163</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'modern rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6644">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13ZEDW6vyBF12HYcZRr4EV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225764</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kentucky indie']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler Childers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/049acfba83289b479a12f95f83a2430109c6b303</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kentucky indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/706">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'baroque pop', 'canadian indie', 'chamber pop', 'dance-punk', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'permanent wave', 'quebec indie', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30178636b1a28ab76de5a4a4599cc9a5dd866735</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kjuyTCjPG1WMFCiyc5IuB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arcade Fire</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1559772</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/219">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zhavia Ward</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90d2fb06a834d260ce7c9973baf1587730e8065c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335817</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CO6e7WRJvSFenmQO8n64C</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9144">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6844eb4ed9e30fffd7f75765e10841fcd710470e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DF Dub</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">298</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mYg6aaYwIvNmJ7wHq6lRp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10702">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZJTM7KeBdMbbbUykwZXDN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Forrest</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9282">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50e053e83d4274273d4d42c65ea6beb14c42259f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mWsPx6qAtcJpBFAhxXW4W</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marin Esteban</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4623">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">980</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clay Davidson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64b07137aeba7373cc7241de72af64effd4481fe</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6F0ZVOJymgjutBNRws94qa</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8847">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Z0ylJv2j7VQgfCYb0I0Re</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da7857540e02bea4d45f9c43cfc445ad9c1c010d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The McClurkin Project</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1284</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2478">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Derek &amp; The Dominos</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues', 'blues-rock', 'british blues', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'hard rock', 'jam band', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rc78XDH9zuJP6bm78lU8Z</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfec75171b6394ae543eb906e86e4d50cbafd9dc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284811</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3819">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fantastic Johnny C</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91715b557eb5172212655ea94118ca143a6049e4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IasumRJdzKNSzNRBSKC76</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7585">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ISIE0MEDMdAF2LDMLrVD4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Da' T.R.U.T.H.</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ce38123bfea68c1f623de66385a7d96570875be</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50407</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9592">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fresh Mode</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166MwtUacodwKnPxyroDV3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c10c5a8ee76e74c63ad2137c3bda670074c887c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9490">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lawrence Foster</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestral performance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e7e8d644e889e74e2978cfd104e422e8cf45496</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0k8Ugg3yjlhOAEikLmXyUx</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestral performance']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7830">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17783</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rDjbKTLlpNYJRWMm7QVxU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c11639aefa52cd7dafaee44eb97445b81b41f61c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack DeJohnette</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'contemporary jazz', 'contemporary post-bop', 'jazz drums', 'jazz fusion']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9450">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hbwBTYR4mLag3kkI6wXSV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4101</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cdddf73c4d76dd06c0584af8c1d898c4e9f13da</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The W's</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian punk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3823">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fb9b0eb9e0db7a09749d9f3158ef46eb8e44f0e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Four Jacks And a Jill</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iARYzqM7A0FMEgRI0RV90</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">839</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10036">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b32a524dbac6ca33f9f840660df06f0b8520f8aa</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saxon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71vVmHeNgCVSa5SVmfvscU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264074</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'nwobhm', 'power metal', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10084">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29b4335d9be15bbfab3ff9a0f27fa71bae098761</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Margaret Daley</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55ewAjAqIybSTGo2O2UIgs</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10494">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british jazz</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4v0R1feRiuCDch7aAheVhY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4df88dcdcafca5edcac09e2c2573d117d801220</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54197</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british jazz', 'contemporary post-bop', 'jazz funk', 'jazz fusion', 'jazz guitar']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John McLaughlin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8054">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54683</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Avalon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">546WiMGysEqWZTzP8hJvB2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9633744decd329b0beb8d211308b6f94a8806784</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4600">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/666fd526b51f4b656282305716b759840ac852f4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234797</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z1reBuaReg2pg72I2mnMm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Hollister</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5122">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kEAjV4pCBOkoowYYQydvO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Club Nouveau</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72568</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/004fed777b5776ca2f150c8a96477cf99131ab1b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'freestyle', 'funk', 'new jack swing', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2641">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33232</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katrina &amp; The Waves</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/733bf3eb9178fd24dbce4a9a5ec64d0c870ea822</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TzHIUhVpeeDxyJPpQfnV3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/885">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">519870</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jadakiss</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pnbUBPifNnlusY8kTBivi</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc94da8a08e2917f7f68ff754bcda0867cc0945d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7041">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1006386</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37394IP6uhnjIpsawpMu4l</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a23e3fe0791bb71cb6320065c8bac7b2243fc925</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'boston metal', 'groove metal', 'melodic metalcore', 'metalcore', 'nu metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killswitch Engage</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4946">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29eefc951a31cb1e514b9cfcedb8070e57e187e2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5itJHkE0MNCpDbj3SSwIL8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">606</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toners</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/followers">
+    <ns4:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    <ns4:name>followers</ns4:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10023">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WENDY</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78941</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/799c38dc7d77ea9e5614d2c30892a9b16c354b81</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FRUZvZNPzM3YJMABJxf2K</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['korean pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">korean pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10057">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4bfdd7de390acdac07d1202d8e482851153b9ea</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Wolf</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gUnCqd8llirwVnLZFhWCA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4269">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28a5deb6afdb0a6aec4372fc4ea3408c38a36776</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Music Junkie</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">599</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37zyPTjLCL7dZiaUfhIlpd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/705">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">883717</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MmVJVhhYKQ86izuGHzJYA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45fe70c242fb8531397363c1f1085aad9a843ca9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MIKA</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8559">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">364754</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02bdfed4ac00f4bced6cf9bde8d03c4770d3e7de</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'modern salsa', 'nica', 'salsa', 'tropical']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luis Enrique</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mUI4K6csTQd3jieswcmiI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3275">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sFsq7NFJ0zz0uN3Zb6QJ9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f50d7fd572e5280101a96ad03dd35f0f2847685</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morris Albert</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6310</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9440">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ras Kass</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'conscious hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'underground rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f196ba687a391d81b41e70ca26e981e627ffd34d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OiS4KHxViIFnJooFTXl7V</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34464</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4611">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A*Teens</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zMgvYBz4AW0gFyPtg7fR9</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88525</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02d0b6cc0b28a6c18c3575649170800b985dfc15</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'europop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2659">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25TKXk9zo9yk0HMJQ3TuE9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kurtis Blow</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96216</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3eba3feca0c4dd55d1cccfec8657602df928a5d3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'hip hop', 'hip house', 'old school hip hop', 'rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6409">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop emo', 'pop punk', 'pop rock', 'screamo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mayday Parade</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WfJ1OtrWI7RViX9DMyEGy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">964797</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f8d7e22557d04d87a7e5cdd9878ab5147445c2f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5346">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gwen McCrae</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">742YR9ZgF0tCO5juBfvPAU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'post-disco', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d3aaba749a7e744d07c388aa187f4ad709f42e2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16350</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3272">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">602756</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68cfb061951dbd44c95422a54cb70baec0722ca3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian folk', 'canadian singer-songwriter', 'folk', 'folk rock', 'folk-pop', 'lilith', 'mellow gold', 'rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joni Mitchell</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian folk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hW4L92KnC6dX9t7tYM4Ve</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3044">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VMu2uaJXKmWj4LFZoe5QP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carolyne Mas</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">499</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b789fb57b214507a7d1ed5a2d51b91d0a3f4f0f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1443">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Def Squad</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52karaTYZPcUZRPr3zy3X4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47785</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04f4cfc0a461afab7d6aebdcf2accc8536147469</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7780">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2S0rCVs10P1Q0v51wmOrM5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brass band', 'dixieland', 'new orleans jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Preservation Hall Jazz Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brass band</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e16da98a104f7038df53e11663fcac5a4ccca74e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42380</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10303">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16269d9da441c6e718f14be598b4d0cb6a5825c7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerbert</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4r05DHrprwEzbIM9SxlmoW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5663">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jthcYoHyJf4B7mfuk8kTZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blowjob Karaoke Explosion</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f44c990171830da3e3c7e1d5f38db66a996f6b8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/402">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a92a65f85d5528b71e8022c3c93f718ad42c6177</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61599</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zay Hilfigerrr</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nKeLE1toRtW4M279iS26h</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10984">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5cef33f3cf3a113c8875f6ba4976e1606d0bb19</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leonard de Paur</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PZfDS6nTTLJijXxIBZ6ge</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10978">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KzeKnfUcbi3XjOftOggwG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Gilmer and the Fireballs</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcf706b05dc9363c6d4e55f937d00bf70a1828a0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8669">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda Palmer</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'dark cabaret', 'folk-pop', 'piano rock', 'steampunk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a279450c7f87e01e4ef4d9a672dab30bb1375b49</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102027</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">726Dh6A5VyDfAAQxilT6A0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9558">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soundtrack</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thomas Wander</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c691af70b5403add345b4fc4ffb376a8467c02d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soundtrack']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FfiBHnnVZ6WWtUNF5KCWk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4326">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73871</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0q8J3Yj810t5cpAYEJ7gxt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duck Sauce</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee65e36f017afd6a2a218ed6fc92354a958e740a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11419">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7 Aurelius</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4riz3aqKLe0ROniKeD67ME</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8268">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76ca0465ccfe71d7da754b86573c4bc2a2462b83</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Garrett</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33k6kPYIS5TgseAc70LZjy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">325017</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'classify']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9021">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FTx4jXfePAqUCG1CljnEt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">wrestling</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d42ddef1a1fa1d2fb077caafcf48f4978855ec</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JJ Maguire</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['wrestling']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9151">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buju Banton</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wLAjfeqAsV66AocWNcowA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233231</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d48135648e60893bf2789c1c1e62dd72774f003</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'lovers rock', 'modern reggae', 'reggae', 'reggae fusion', 'roots reggae']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/692">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TImkz4nPqjegtVSMZnMRq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1734379</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'girl group', 'hip hop', 'hip pop', 'new jack swing', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TLC</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a92641cc8acb39e4aee7e959cb2a42287ea4801</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4534">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93bd076c5b3dd2bab504b02c59f467726a013557</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138297</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'punk', 'skate punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LC8PXXgk7YtAIobtjSdNi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ataris</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3235">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fZzAjQ2YQjEnYsh4Kw0Mc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1760</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chelsea Williams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7822c88e4ab91e58190f8ce706b214dc1f29b97a</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2294">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356730</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stylistics</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb3b4352c93904480666f5a4dfa8e7c4a53ab366</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2O0Hw1WSMbskB5tD9aWah3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7791">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bret Michaels</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eKucUW0u8DXDBkNCewl0m</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8927b9babbdb31812837b1972fe90d281acae66b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24879</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2570">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506730</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'rock-and-roll', 'singer-songwriter', 'soft rock', 'sunshine pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Monkees</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e544a32232ce0952eb27aa70f3061164190772ab</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320EPCSEezHt1rtbfwH6Ck</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8430">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xPxYiZyp9SWFG3MIFkee5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian uplift', 'roots worship', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7566278a03ff79d0ba63cc4ccf4248f836b52402</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbie Seay Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22651</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2485">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Squeeze</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141022</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa2d98366daead9bda2e4aeae1192a399176d493</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Jrj26oAY96EEC2lqC6fua</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic uk pop', 'dance rock', 'jangle pop', 'new romantic', 'new wave', 'new wave pop', 'pop rock', 'power pop', 'pub rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/image_url">
+    <ns4:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    <ns4:name>image_url</ns4:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9140">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c4b6b9896b271b5245ed75b1c5e3a4dba6542cc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kiwi rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2458</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kiwi rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The D4</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59bUMyVXfCFTPTIDnrbHs0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3466">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gallery</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4679</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dplAkEBq2ujPOBDQFpvEp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8e6c7014a5ae8e4f1ef5e0edabafda3a1e730ba</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4051">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9128</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mad Lads</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4x2osw7xi8s1Jy04R6rTrn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e766800ef4abe5233acb5f4a048ee7b068a36f3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'motown', 'rhythm and blues', 'soul', 'southern soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9405">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YiWXa7E1raYyY0uQDLpgs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lo Fidelity Allstars</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12398</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'breakbeat', 'electronic']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53285c1f3c9bc1ea4d6557d4b0111e4c0207adbe</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3568">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3964</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a54864c145c238c0f55231e79d8402d9b7912db7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Michaels</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f07NU6NNMLQYXIABUv7z3</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5712">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/376932540b84c29f83759b90dcd7e5c3136477ce</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Doggett</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xGdsn4r7laoQDz0zbm1nY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1879</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz organ', 'rhythm and blues', 'soul jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz organ</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2868">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26a090ecb0b605744f354ac10301b45f3fb50d35</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Denver</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">724433</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EK1bQADBoqbYXnT4Cqv9w</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6402">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Death Grips</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4421731b1edda8b8cc56bd74059305e3d3d3baf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'escape room', 'experimental hip hop', 'hip hop', 'new rave']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RADpgYLOuS2ZxDq7ggYYH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368203</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9756">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43786</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/046a0d2658508daf48f8d7f80045561a44aa167f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287jMoxHzjERgHI6ja8TKa</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candy Dulfer</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1036">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Springsteen</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2446550</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'mellow gold', 'permanent wave', 'rock', 'singer-songwriter']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c09e1a1dfefa33f99b78b1ce09024656c394b76</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eqjTLE0HfPfh78zjh6TqT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8946">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/383839ca5c4426669aa756e4f6ef65c3afc2ddae</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ToMIJExb7R5Klsff81NsK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'skate punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mest</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46417</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5209">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00d1d61823edda045cbb20395c0065a6238b1810</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17339</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shannon</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2O8QAJmRrwkFXq2aWZnHYB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'hi-nrg', 'minneapolis sound', 'post-disco']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6201">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hondells</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mPcS5Ye1uv7N6KiuCeI7E</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7144">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'christian rock', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206147</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Building 429</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/becf7896b2acc6b2bcc2eb78c52c836f7dfd71fc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Le23Aqwqi28fQUzfv4dHY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3397">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7emRV8AluG3d4e5T0DZiK9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loggins &amp; Messina</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178827</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e9149ba4b4aee1a7bdee9f05dd4feecb56876ae</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3952">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3snDbXCNwmoFk1MAbhsJal</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb58dcd90ae3af01febb68c2225677862f3fa228</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1102</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Castor</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11338">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1531</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guitar Dreamers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51d2c2390842927107f0bb97f1f302954bc3c86f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4n79tc6TJlvs0oMdy307bR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1946">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Martin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rH86pdU6LI1atdBNGXftH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7063a9a52b74257bebf9b1b047301467fac13127</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2717</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pinoy praise</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pinoy praise']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10698">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/860c26bcc2b7228ae8a3ca4661a770565f5bb0ea</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7H5IEkdsuXSuM6cfElCyl0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Taylor</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10224">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02409fb21281d75a0330cb7bf265b566938f512f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12Kkris6XNRRceFq7WoTer</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rafael Cameron</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco', 'post-disco soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">442</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2144">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jude Cole</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/287219f0f605002bd85584f82be6112074cf5661</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3159</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MxIoQ7GT947XGYca2irUU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5869">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/260eb5bd77f2505817e3df2bf5b3d6efdad7fe79</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5s4z3mRAE7nxE3jjft8J3h</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'harmonica blues', 'modern blues']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113047</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mayall</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5410">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lazy Racer</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iSzRbQaMgaymLexwzWOVX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a2a7d9e2154ab17710a992a5315bf16d2db005f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5868">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Simple Song Orchestra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mYUqVLGAtqUSaOPSeax7B</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2613">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anne Murray</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7d7q5Y1p2QWS4QRAhTQR5E</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/702f0771ae9be4500189bf2ff8b2a37171b29fd1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'canadian country', 'canadian pop', 'folk', 'folk rock', 'mellow gold', 'nashville sound', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225119</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5849">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John McDaniel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eFT9ikRwIzY81w0akgt1U</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77373fa088927d93cd4982d8e7c0767097758b19</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3729">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2elhbVBpJukyY5Yg3KM95g</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Franco Zeffirelli's Production Of Romeo &amp; Juliet: Music From The Motion Picture</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3591">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WCIUu5T9saxPNjg1n8F1G</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 8th Day</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11430">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Sunshine</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fc7ed449a4037aafc45587dcd8fa9da1084563e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FNA65HkfMcw20mEKIK9eA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1925</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/85">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicki Minaj</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16001789</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'pop', 'pop rap', 'post-teen pop', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hCNtLu0JehylgoiP8L4Gh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4233ffd43c44fff4f1ffdcdf19484c94aa103ebd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5820">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3235</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b4988c6c71a443ab9fe36a35621fa1987aabf93</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ginger Baker's Air Force</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TKMMpcLRKsbxw3jVJqPjl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4047">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/468120d2def81a6e8d9b850158141e703222419e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56689</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BaHqGtf6UAZnHfqdPaTDA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'british invasion', 'bubblegum pop', 'classic garage rock', 'classic rock', 'folk rock', 'freakbeat', 'merseybeat', 'protopunk', 'psychedelic rock', 'rock', 'rock-and-roll']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Them</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7746">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/684e2d8ec49781a7273edc47998eaa912ef4514f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231559</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial', 'industrial metal', 'industrial rock', 'nu metal', 'rap rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ministry</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DXylZlWbVvlckNqwvjTEt</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2656">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d7362e36f7757e12d1e173922cb9ff484712f44</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GWV70Reko15eV2nHCm0bM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29523</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'chamber pop', 'dance rock', 'melancholia', 'new romantic', 'new wave', 'new wave pop', 'scottish new wave', 'singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blue Nile</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5064">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dbqThA3WzcKBxN58KbdI8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44db8f29bde274dd7ff81b35ece5c47796b7166e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4176</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tangier</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'melodic hard rock', 'philly indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8241">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RQsqlGDunlzpIEm43kSlM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109805</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea7dcf282e17159ce440c843561d74ba426e5373</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Tosh</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7164">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'art rock', 'chamber pop', 'chamber psych', 'dream pop', 'duluth indie', 'folk-pop', 'freak folk', 'indie folk', 'indie rock', 'lo-fi', 'melancholia', 'post-rock', 'singer-songwriter', 'slow core']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3224c8ea4bd5ca2c95279533b1d0d343bd87db85</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Low</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wz0jO9anccPzH04N7FLBH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118255</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2337">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcfeb118f948dcc728948316af2ad466d32ead1c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seduction</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66pXn4ZrPf6yzk5PHGkUZA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16913</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1097">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/749f63eccd6eafdecc4713ef94db12c1a8d357f3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63342</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Wicks</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">696fbyLHSMBSYjDrDU5yiK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6915">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'groove metal', 'melodic metalcore']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nqY8hkQNkHaDq4fdVxdYr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/faee72ea6cb9bda875a7d0edd8d9997d06343c47</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130624</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carnifex</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10823">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/330d5f1ef93d89e6b4d94c725f0c53ab8b92255c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">456te60MHZJFqWbVdImg19</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of 'Zorba'</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/578">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Clinton</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GVBp7QyHckoOg7rYkLvrA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'p funk', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199434</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a3706fcfe486df7dc54b484c8a92d45f0e84997</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11082">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0usoVnQ13aftghwQmZEcvd</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'show tunes']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7759ed0e7fab57f2c40382ba3a164068d9fa50e3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teal Wicks</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11383">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2l3hKaFThCf5oYsFUv25RH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cbfa8582a5205992c9fbc91d90030cf075165a4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandeville</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">857</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian house</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5861">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bed60bc139871df1b53b30742be97ede03a69b15</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1USHlPahTZrCeJXS2v5pkF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4712</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thunderclap Newman</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5584">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merry Clayton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71cyZ6pH0KrM2MdtO8RGmy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13564</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c40f4e1bd93a7d36e9a4ac8490aa267f8c0c5c86</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10427">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british brass band']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EbwambONMhZxZwzeHkHMS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phillip McCann</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british brass band</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/292aa67019a409bdb2dc17457bc8b882cfd83b6d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7802">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f67da356f964d7848a11f9951f6a1009565d750</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125325</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quasimoto</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rJkz5vopfGxTUGFNB3o4G</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4295">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">715663</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02c87a6ce8c51f4a9f2198ab870169597f3e99ca</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uRYpUQZrNrY5t8tAv3XrD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NERO</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'drum and bass', 'edm', 'electro house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3194">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0m04NLVsIfjqZMBfw7vTf4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f43d7900ff95a6af4b6633392ac597af342d84d5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17170</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Salsoul Orchestra</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'philly soul', 'post-disco']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/237">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Lopez</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DlGxzQSjYe5N6G9nkYghR</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'post-teen pop', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ae2a9eef263be601f3d02f47b2f4b8912dde429</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6834926</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11371">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wTUsxee6HtnB6Z6QiUCub</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2b0cfb72b5e32537390f20dec78b5d441fcd3c8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sabrina Starke</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15392</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3959">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Registers</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GAMKH9cjknsHYRnBg14Zh</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/372">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e15025ccdfab6e62b9c2b391e4e5f44bac36a3db</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Isy6kedDrgPYoTS1dazA9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Paul</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dancehall']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2606395</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7055">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a52f1d59544a420ebef7f8517edb94aa2e74f1fd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217710</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vcFXwLEUdfWMu7gTQKyot</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steven Curtis Chapman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8653">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">384</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richie McDonald</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern country rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern country rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f90f2719f7412c869142a88fb3f694341728dd5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Fgd86B9WkhiN4BhDTkXaq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/199">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cce607c4d975ae49d68b484eaef51a6413fa73b1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5792379</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13ubrt8QOOCPljQ2FL1Kca</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A$AP Rocky</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/829">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Dunn</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69202</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iLuTmIgxCEiEllDSWkeIy</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cad35e3258de2b1d48b7d0d321c2718d9822421</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5272">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1891fd53ecf9ebfb7b54414a2252d85d4dbb6d30</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2642</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CGAhTFyuEIVZxgjGOT4TP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sisterhood Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6807">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12H1Dmi64fAmmARrsyVFzy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trip Lee</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247458</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap', 'dfw rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5b73510730c3463ae4a1d8c8d4ac733172f6c29</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11277">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2216</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Zowsj1XsMabL7m0NNBKTY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweet Dreams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b94fbaf1b25575324103421da50f1343b0c4497</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11391">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">401</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Parliaments</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/747137bf23aec03f0870625cb31494e3eb9c80b3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ve5PoI7i5jIIP1xudo6AB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7367">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kings Kaleidoscope</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111065</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98c97a299006fe4f30413d1f89dbff0d89cc0c4e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6P9fFbQ875B2bnmdiYwN9A</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian pop', 'christian uplift', 'indiecoustica', 'roots worship', 'world worship', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9604">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33l98p2cihs2nOciAPsuQh</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">October Project</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk-pop', 'lilith']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16fbd16e88c382c29f29e61814b646160622a1af</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6178</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4395">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90b73c6d18c08dc1879ed0cda8d48f842ce2f759</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0G2VjkJA6KTleatKKKYVdH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">752</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modern Country Heroes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6763">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic metalcore', 'metalcore', 'nu-metalcore', 'rap metal', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C62FV9Cltn9L4c9jAwCyk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emmure</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8bf6f2f1dd5c3a55d28d19b1776b71752d8c88a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182406</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10035">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waysted</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d746953334514a15959ec1e4091484230b23e722</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42ueAipELI8IvTUa9gN50Q</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6134</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4074">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unit 4 + 2</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c884a630b816b0dbe0dcaa5cea80cdf7edd188bc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1273</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bCvxrKMwOERTpNxO2jm9h</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3651">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7eaecd55a323b9c4a75fdc005093f1e44debeb4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7b8blpDsdFfs5DMMMLBuX0</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pipkins</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1872">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'funk', 'motown', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">808273</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry White</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rfgbfpPSfXY40lzRK7Syt</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c00b771ca8b6241bcfe316f8e8a11072714e79ef</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11055">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natasja</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic danish pop', 'danish hip hop', 'danish pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8535144288853a475e7fb28712bfd6608b26d163</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23236</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic danish pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73O5T44Ui5WqxtW6S5JENA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9537">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38e9c596ab2bd46c472012984e135aeba756b4db</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fun Lovin' Criminals</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58856</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hWRiJV8KlRZvsZeemUJVv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/104">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64M6ah0SkkRsnPGtGiRAbb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3960729</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bebe Rexha</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21e82531e39988a7bed91d8278ebdd01018179e7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11465">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9f211711b92cdd550594e117efd3ca74db0d0fb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72cbi5bA8U2sMttAnKIaen</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">612</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ms. Thing</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4847">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5s2RlLSGQMDvvQcv3dYtAB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sass Jordan</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c4174533863d148449d357171741a83c213c27d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10460</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/349">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340228</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14364ce3362b9100c7e2e26b8f8590701bfd027f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricegum</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RQqbE8uh2NwotXk6wvYa6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1707">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ksRONqssB7BR161NTtJAm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df9a1dd7f15d98cdbef3ee8c44adae7dec4142d6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302432</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ace of Base</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'eurodance', 'europop', 'hip house', 'pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1033">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iqf0x89oxmmAFv9w9hiJM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3959</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron Browz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fd2a7b6d62cc915e340e8def721d377fea41ad6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2210">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'miami hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GXXMm3DB1VswVcuGyInUd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13ce9c64587f0ae64addcf03e7ba9f0549470541</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanilla Ice</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218035</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2627">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fdfa7c623d77d5900e69eef2443340e3493a4bf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1132388</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rush</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Hkut4rAAyrQxRdof7FVJq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canadian metal', 'classic canadian rock', 'classic rock', 'hard rock', 'metal', 'progressive rock', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10387">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tOrTQaBRD5yPHqbEwsRn7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36345</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2dc42435d2d01d9754166420bf2056d4438a5397</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Tuna</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'jam band', 'psychedelic rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/468">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop', 'uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4c0d3092ae7805d905fcd2a750d1c7f8d7cdd95</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2450943</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EzkuveR9pLvDVFNx6foYD</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Bay</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2102">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gqIrDRL7CEPBWMmkuZPdQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'jazz rap', 'rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7df2d7b228ef90e0c089977b76c2f049d22ac8ff</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177061</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Digable Planets</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8317">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qAJ54O4V0W8SQcSz0bl1C</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35914</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'indie pop', 'indie punk', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'noise rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Thermals</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c42d73464ae8eeb38c21dc32a66b8ab8239b786</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4320">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1250</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8705e8dca1951a09302c9b3ee879226bdd7cf5c9</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Xenia</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hlUIRQCAtCnIO4mh0jvpq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5740">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Harris</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EZENzxXIMmORo0HBQVDSE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdacb18b688d2d1de488b7ef17897f1be790c032</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7345">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hail Mary Mallon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9319b115eec263b7f922f18067dd016e822042c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'alternative hip hop', 'minnesota hip hop', 'underground rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32598</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EKqpEerzxJ1rOu1gRNMJa</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1032">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Jones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290851</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10412f2e4d9cbeadf0d168806b283adf7b02ee09</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AMa1VFQ7qCi61tCRtVWXe</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9342">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LFO Waves</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JjFLJxtZ8Es5nRpz4146Z</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32f2a90d910aa2b6e3838da72042d6a2818a8b14</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">background music</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['background music']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1889">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VLPKOMqpsbmC1D2auAXR7</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cf250ff529cc62760f9c44d53c54c7c027c903b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2045</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Ellis</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4941">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uXeiLKVmrS5aG3TpQbFUq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3c28abe45b49c7b9b9eb19b9eaa152662c05f3d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tag</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5378">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/887a4099662ff3f5bfd5c2e5b9e60f106d6120c9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flying Lizards</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6013</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'no wave', 'post-punk', 'zolo']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2L9iHIK8h5HvZe6VXb0aOI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2201">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K.M.C. Kru</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37bsI3pcgS0ANRzXPITmAX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a56cb86d2f7f06b611271dd4ca8ee3d0224b569</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7480">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cd5e9181f97dd2a0b35a7aabc3a31b4018cf3d3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Michael Rocks</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42091</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul flow', 'underground hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2F3zBRfrDfm2FyNT0YKyAx</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul flow</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5449">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Music Factory</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QQ91J9Pmq7gVnjZmYoaD5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0db95fdb858ef69f449d8f5b036bdbb180d35e1e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4126">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2494</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/716bb56c11fb0d43f80c516b6436369261eefbbf</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JZGn3cCxwdRIoudPO1kNL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Gary</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/170">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manuel Turizo</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['colombian pop', 'latin', 'reggaeton']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e1ae0a54dfd7962c9996ee4ea69c39fb2ecb271</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">colombian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4277732</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tmwSHipWxN12fsoLcFU3B</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/958">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8c3b723ff61daca8bd8ab7819a3b10d4f531e17</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hXjTjJzZTXDZ75AclOo6N</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368966</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammy Hagar</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'heartland rock', 'mellow gold', 'metal', 'rock', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/123">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'trap queen', 'vapor trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca5d03d7348be0700f9e61d976239f4ceff2283c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CUeN4GnHAGUk9nAXPorF4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64305</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kodie Shane</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1407">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2S9W9aSAd7e5mp8WqWxN2h</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b46c43a2c8d3af23f3183299c2070c2d42ad039</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1370419</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hilary Duff</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4962">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KsCD2zWvNNio55SHdC6s7</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2136</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Degrees Of Motion</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/257ef37bca2fdc315576277564b99dd225fdc09d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/933">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1514</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Antoine Dodson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rhkghmBZVTNwfxwmt3UoL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c38e79357b4fa552bac32181cb3a8a76eb373875</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7170">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MEYTAL</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14599</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zA7kwOL2zemXsmRr2xqjP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0dffd5ce4b2c597e0408fbe403d4ca2f05ed1fdf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/23">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LuN9FCkKOj5PcnpouEgny</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Khalid</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8044701</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e52c824585bfeef4d674b509437120805300f557</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4486">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Lee</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sfQCt8vryixkiNcBOUlxV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6aa362e5b30919117753502a5504c2107b811c81</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12147</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1493">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282381</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LW</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lFHVcUeJ9Gq6AZiU3ZAOa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e85efee28cdda6cff11faf197cd948dfa5f08bc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9137">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'grunge pop', 'hard alternative', 'nu metal', 'wrestling']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stereomud</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XyWrKlieKYjGrIkA3Kieq</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/902352b760149d27cf230334bf1ee335a4fb8ef6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10178</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3644">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6878</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WjkBDqno4HbjwNDqyMgVa</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21e7e6a42520eb2b940fd925641a79968c1003ff</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Rogers &amp; The First Edition</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1999">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da38b6f4f79745c0083d0db3bebab6fb2258d745</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32ckuKo8LrZhQMyCehYKkt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Lord-Alge</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">445</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11294">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2dc90a81f10fc8d91d46c3564db69c9edb5f17b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1goup6fJwQWuGu0mQvwHtR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Smith</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1856">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David "Frazeman" Frazer</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26Jf5NsPo5cR0S9eY7TzmC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3274">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8808defa11244de088963238f8bdeb139c0bb65</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38125</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Kfrmups2Z3ncDQmNS5jRc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'jazz piano', 'soul jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ramsey Lewis</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8315">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jenny And Johnny</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/947dc9837d32e6b048c11ef1912655e2c9e8658e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8553</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jT6aBupO5X5ybwUsjzws4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10160">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11c1c390ef52edead3fbb0ac3527e9bc1d3e328b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'soul jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28355</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hdpXvaQJHBCZIVUd6cLvK</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lonnie Liston Smith</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4347">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf1f1fea1096d4536cd0464f5a75896f9005e374</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Check'm Girls Presented By Charlie Boy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7euU41rMLcoBG5gVUQUEz8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/288">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'reggaeton', 'trap latino', 'tropical']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Farruko</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bde85243063369ee99c92af1220a4dad70a8a97</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">329e4yvIujISKGKz1BZZbO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5934847</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10138">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c3fe14e6f4ccf0e05115796dc808d011bf61f12</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GBe6ctpZMwMbaRb9KZrNU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1552</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Herman</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5149">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2p3h5qulvUlIXDqK2pqpxw</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1387</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6db347be2bd351c25d1e8b0e93f9bade70e96a1c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Far Corporation</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9678">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42347</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5V2urhkwH9CIcojcYnvKRg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c263bf6f95f0fb62dc092521a21420cca012a113</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leaders of the New School</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4693">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ra0gi7sbUAPLcejpUPslf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Talk</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fabfbec11ccf2600838fa19755e313040e3aa55c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2624">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'dance rock', 'mellow gold', 'new wave pop', 'pop rock', 'rock', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">681203</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43mhFhQ4JAknA7Ik1bOZuV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cd9a623b274a9e694aa7bae28f541d3977673ec</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Benatar</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5788">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vikki Carr</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tM3DTmG7ahfACzwqtazLD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/087ec9ef3e7709f63d7698e790dec45885ffa8a3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15789</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1859">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ph64AJnzKQwXj4y7bWi2U</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'gangster rap', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87945</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delinquent Habits</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc3e1790231fa51e892a29cf456e0d22027c748f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4261">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hip Hop Nation</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3637e0c6c896e1a41a2dea5c1eb29585722a86b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3048</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eEyJYLYfx1dY8rsVsNVG0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8301">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Methods of Mayhem</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap metal', 'rap rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11011</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cb020179dd8f2c16a10f75c3e66217a6186b8f0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AnjaOjAt53Ej9223SQv2p</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10291">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oh Hiroshima</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18565</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental post-rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental post-rock', 'nordic post-rock', 'post-rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2afa7bf96c6ab8ea900673316dce932b3486af9f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19iNYCVHcMwJMS3NZqhZ59</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1073">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Stylz</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1W4yZwIXzRls3KoybGLKy8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/802b8ab2ffb0b7bcd5906410597b283bd52cf2da</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8287">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47423</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29TBMtWRrCcI2HQY6PqTFM</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'native american hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6bc8f06229cd241f6e9a50256e9716523b741eb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ABK</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/376">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lauren Jauregui</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3J0BpFVUc9LeOIVeN5uNhU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">558148</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b75f2f6ca84e669c142a94abc976fc57ac4eb964</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/54">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'new orleans rap', 'pop', 'pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Wayne</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8209221</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3254e6574f08a55daaedceebd67f2721fffb57fe</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55Aa2cqylxrFIXC767Z865</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6665">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81122131bb4431e89e5148b13679bd5b8925bc12</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Trevi</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1460136</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Db5GsIoVWYktPoD2nnPZZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'mexican pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10102">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d57afd04e745018c4506f4b5ad21ca14ed1c8672</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ihCM8I0fpWodgjo0mTlhZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Malcolm McLaren</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21128</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4235">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5itrmPDNPeLCvd4sYI2xZL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Estelle Brand</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9b543c7dc37dde4680ffb64bb298ddb7c84b118</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1760">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nLE33yBJ82QPWzvvqv7rE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mic Geronimo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17951</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6789a3998cdbd16669a6851369c8e587dc62c0a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9984">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['roots rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yn0AutKzKDoa0rvPyCmSe</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3403</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rainmakers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">roots rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4fdf657c4fad1a6571674ff08a13b68f87a2448</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5594">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/748410544bc51fcb0b859c7a0c14e396b338c604</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shirley Caesar</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hrUVXJsPParZB87QtAz1R</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74345</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11205">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Family</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50d984f3cacca45483d311afc67dada46055ea67</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eV7uNHXarEGKmDzr5jPxp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3851</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5189">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182810</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alison Moyet</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s0rOb0gT2S9N0SDcjtPC4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41d722fdde2751e423088919592e6624a33d826e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11016">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthea Anka</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nuQGoDzAOl9fX88FeXRUw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2233">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OgUPVlWYgGBGMefZgGvCO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'neo classical metal', 'progressive metal', 'rock', 'speed metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307529</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f10041558d518ebb60798c570424d5e1e59b61bd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queensrÿche</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8413">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e78d34c33af8c3555f8eec0f8823cbde00ae2cc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zYQWYmtimAEmI6WWEzGfO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'blues-rock', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'nu metal', 'post-grunge', 'punk blues', 'rock', 'stoner rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Them Crooked Vultures</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">300066</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10516">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05e67ae67de6361f65938af96f723e2712a0a768</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'experimental', 'jazz fusion', 'progressive rock', 'psychedelic rock', 'space rock', 'symphonic rock', 'zolo']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kwbFaRKf9HCFGrJPacZ7s</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46588</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caravan</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8783">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxx</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf841bd98753cf8105dfc18dcb1f0787cb4e1309</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2l6Z31DakUv5Gl9yQPbLEl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77336</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9561">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gPLG9mGaU67woC5L0luYA</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'escape room', 'phonk', 'underground hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35460</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Ugly Mane</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61a324619ed2244c29cbca97c4fd27bf18e8bc84</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3637">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aytjvL9XZ2mGzmIpT4xzy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/771db802032077bd44cf25c43bd4a88593f168f3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hotlegs</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/400">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475917</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie poptimism', 'pixie', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecbf47f8a01483b97c1814a7af8e867926bcddb0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hey Violet</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JNfz6aO9ZFz0gp5GY88am</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4797">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chantay Savage</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3961</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yg15JjVOqNppP73zVhosY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/845d12b72f26591febd850df55a80b571b6ae5b8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3528">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Canned Heat</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259883</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27a0GiCba9K9lnkKidroFU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6981cfe5b46e36b1df13f7457226ad5a6128198e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues', 'blues-rock', 'classic rock', 'electric blues', 'folk rock', 'hard rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3678">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186349</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/629bbd19d63a3768672296d7eabbf4e8c7b84994</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Haley Reinhart</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cKlE8f6b26h61Ml7m052Q</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4313">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chart Collective</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0bef224ba9e5e2b45e1994756c76d1f6c7f9ef1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BpBoQZruEAcRfpqym754s</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8772">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47331</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26cf46646607b4456223798585617eb9d74f109d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aliados De La Sierra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rJ1WVZ5oP99Mm9Fs6HOj4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7870">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Misty Edwards</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep ccm', 'world worship', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/696ac232789fff12c8e4d89028272804fc0d67db</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75748</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1D0eJV6n9INYqsRVhFoLZI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11080">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OG Ron C</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18366</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cadae68dc032223109446c1b050a6794b01dcdab</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LQF8AgyQUgLfquM92Rx8N</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'houston rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4707">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e61dafcac9d8f0b42f25260a9d0db83866176351</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0I5KEx7j8SdRxHspyTvwmu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kimberly Scott</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4213">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dwayne Johnson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T8S48bD91THNKBByWBDyn</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11058</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5546">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/811f1c2f6b5a260b90533d2950c49b73e0ac06e2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KXAe4JDPOa3FO87KfoHy5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cyndi Grecco</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5148">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa55d8c8b2eb0cc1594fd115eab79792581a7535</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Regina</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TmeuOtfmOCLPf22JhnqsL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1189">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chingy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3s2wTjWxK8NOX09dmsvVOh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dance pop', 'dirty south rap', 'gangster rap', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">425689</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68ec0c53c1926784a30e14028e4f4b3d931ecc7c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4710">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">914</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dM6mAQzskLNycljNMmptA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Umbrellos</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e99435efc5d7f45be742705a228fa8db2bd271a4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1225">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8315ad73b0ff792f347a2d2e89395b2bb4df7fe</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140999</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Krayzie Bone</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53B8dEQzmtefvkdCAkO0YR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/433">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14b140c8fe1bf87474ed2bd4bd514afca43fbc17</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19Fi1Rj7kk8kyiwxpXy3yM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">August Alsina</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1754858</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6826">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Murphy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b84bab244dca403c4b66bc26c39c2a6654aafd47</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yJunREcVnoGRJwdPypO4x</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7165">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['piano cover']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a89abf0f690941d31630c58da6d078e1ca167e1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">piano cover</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Molotov Cocktail Piano</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72fQWyXObQBgUIUejMo6js</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5823</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2657">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Corley</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xuHClal8p5s4nFkkdqbzv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2634</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bba7dc62fcbc8a10700d82ef895573a798bd2c1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/743">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08bce8ceb58de0331e364fa201e31754fe831385</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arianna</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2679</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EXJ8NNRFsjxtnqErEZ2jv</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8542">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerome Ragni</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xNiMQPoMI3bsPp6xuwU6x</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">260</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00d810f3fb17371844d51cd0b56b16021e4fe4cb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10566">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'classic rock', 'experimental', 'experimental rock', 'folk rock', 'outsider', 'protopunk', 'psychedelic folk', 'psychedelic rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160669</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Lt3HS8R2v8Q4G7ZkUWa8R</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0cded2845369a436adb00b24c85d02b867d0f45</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syd Barrett</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8556">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark wave', 'ebm', 'electro-industrial', 'futurepop', 'industrial metal', 'neue deutsche harte']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/429fdfd9a0a7ad43ae102bf3c1ce7b3ded435510</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">VNV Nation</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark wave</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KlYg0F5KG9QNDFKaeTNAy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98422</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5699">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51RYnAHfrE4xnMomva5kFq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'nederpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4879</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mouth &amp; MacNeal</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52cbee5f6caeab1106187f02c9a9b7683f3f6504</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5808">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alive and Kicking</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Xfrrm7WP8E4cnbailblfS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N24d6dcaeb848425988358ee294511274">
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/artist_id"/>
+    <rdf:rest rdf:nodeID="N58748a01016d49529b6a359500102a7f"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4594">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SRJWVa6lZnqRHOyAHmDrX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba476cf040939daadeff4c3a2915b234cd2ee6f3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">566204</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon B.</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5316">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry John McNally</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fQwarCxGRYQBCS2nJ8CmB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fd70d11bbcf040d7921abb185fa32286f92e8f2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10316">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'british jazz', 'canterbury scene', 'instrumental rock', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brand X</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19537</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DngluvBNHm2Q0rLW1yEqy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/702cc9dcad7776951045091e933b29743dda2f86</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11171">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0R6Oa8qhUXdLRFL8Hiytgn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13d00a2221b8fd3d5bd7aab61c042eb80cd6dd9a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Elgart And His Manhattan Swing Orchestra</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3670">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iRSHS3b4NUdjNbnw3Opg8</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36206</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rufus Thomas</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/140eaed26ac7ec5147de78d0e32a68cc139278be</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis blues', 'memphis soul', 'soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8189">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Furler</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ceb272b36d4127c1d92e420b9b3046a2b9c51ea</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9797</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xShY4pstJdzVCrWyeqbCL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10338">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Robinson Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'glam rock', 'pub rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57YVY9QP1mhqc51WqHln0e</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12518</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5df93e9f78f6139dde2cbf09d893bcf195722591</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2088">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracy Thornton</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['steelpan']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/293207c4a1930f357c9e0a1fd0bfd331d2f42527</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kkgbLCUcJnnyQIAuGl9l3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">steelpan</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/180">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02kJSzxNuaWGqwubyUba0Z</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4034696</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4639a259413a5ba51509884b1debb935246b9c71</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'indie pop rap', 'pop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G-Eazy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10100">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1043</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39LYZn0dz3e69GQanb0fXP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b455ae489537f2b3a0cf12b956346b0bf773410b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SPaHrk</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2972">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">227159</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DpIDwg8FGD50N9Tfunfsf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Manhattans</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a8323c9c283010471fdaaed12f883e8724f0d6b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8392">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7631f8b445a212fc93ac6abc3a8a4e9558ccc226</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721561</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'deep regional mexican', 'grupera', 'latin hip hop', 'norteno', 'regional mexican', 'regional mexican pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6djNDzSg08mnh2Ayoh6Ovn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Hernández</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1469">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cp62T0Av3mTgy0imKzat7</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D'N'D Productions</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8979">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SDxIHIJ3wvYiG22xckLKL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Perry</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8879</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bff8f5f78a7a2863a3bd3284ed04568f4044263c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3109">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1S13vhyLwvbDAPjYdFdJIQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eacd71d9b1726ebb6605b1d2cb3076443a177725</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8163">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50413</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dorinda Clark-Cole</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f991f59605e7485a2f15b9b903b344362fb88ab6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2izm16Jd9ifkaqR5fxzlTK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2258">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'new jack swing', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116498</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">702AvACMk5mieXIYlC2Gxx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cd09b1f3bac8a69b4d98de86f57dbb1a9aaff9d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pebbles</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6636">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'modern country rock', 'outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149862</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EJ5MRZCzpHSSNNEpTx9Kb</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/939dbea7fd4e72783bbc22c736102f0c5bcddfff</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Abbott Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/388">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adele</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccbe7b4fef679f821988c78dbd4734471834e3d9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'pop', 'uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17202908</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dpARuHxo51G3z768sgnrY</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7394">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'nu metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90959</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Texas Hippie Coalition</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e052859bde1fd8d7976c4336640b6ee5c21942b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LG6fIvh2XpjqHUuR7NRtt</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8064">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desperation Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ec3b8697e65b6556d9a40e274dd45c7047e8ac8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nxvNYN15dvkxVjNfvOaEf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53224</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4672">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wrmDC2mRGrruDbZHgHPzk</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlmes</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8403">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country pop', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18501</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a1c6c0db7ba5d46f5992239b8413a8657cdc597</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Kennon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1j8TDdYLCKek0gbvsRJFVu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8555">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brokencyde</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ba75bd6a827c98efbf99da0ee09408d04238b1f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22WwE0lMmGx4AJeyUfT7rh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61888</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'electropowerpop', 'screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/427">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2J0JN7EFN10G1Tty6hX0AN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206775</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91430db28d093edd805fe42bbcb5232f52306dee</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Esco</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7100">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Braxtons</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb878a046cc54ff99ad12bf146b038bdc0ef4aac</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16412</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hO5XbzrgqZIwurIDuB3i2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11158">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-grunge</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39XRFhurQON4gDE1ZCbbY4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b015300e1e0fa823096490479054d441cf66c101</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fuel 238</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8070">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231286</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rusko</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bassline</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70d39605700b94f20289f2ebb69775c46e7c0c53</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bassline', 'brostep', 'dubstep', 'edm', 'electro house', 'electronic trap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BTcOR2hEQZQQL5AMo5u10</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3872">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">773</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/463c281ae94346c703601555889ae2a2c0264b38</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Dove</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KzYAUHiKXCKpisQgRD2Ja</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2305">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9418198bed7332f27a009254d8f48e0447ddb691</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6To7KuC86pBGCtkRUiq80O</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brother Beyond</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9105</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11070">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">talent show</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38SqjWcm8au0qiQZvd3FbF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24580</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0854d861835a86e5e9afe2b829d81904b2a0e616</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['talent show']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe McElderry</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7561">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco', 'world']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vX3cMVyW8gtDA4y855ynF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodrigo y Gabriela</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d563bafaba9f7536d6490aa3f3e15f6599c63bce</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275110</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6041">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Odrl8RJfCf0km0UaRI4cR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Outsiders</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8d93a5752b2bf52d79e739f5fe77a4b86b56474</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">833</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7201">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4325b1eef0d2b09541acf340cba1220ebb3139e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indietronica', 'metropopolis', 'shimmer pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XaUmUGjidSklcDHxv3XWf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indietronica</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239342</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MS MR</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1675">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1214</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trina &amp; Tamara</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/315aa2bf8ae98242d813cf92003b9ce1a42cd641</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BINc5qILLdq0o7By8aGiZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11354">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0038f8c3e44449e4ebf5027c6e80665ef5fc219a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4c9mWc787pSbz5Kr0PAFxw</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Illusion</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/317">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Currington</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1456257</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b54b36596d1511fd262e8e60445689624cd1adca</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1By9QBFnjZAoI83BZppHlt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/496">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56x8mYvS3cyDGAi8N2FxbB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Houser</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">574319</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55884cbd57cd3aee1ca8ac67c21f50e08c9e6f38</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/558">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NpFxQe2UvRCAjto3JqlSl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16780bbba1dac8ee13f1023bbdafe6f7a6cb6f2e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern blues rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greta Van Fleet</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern blues rock', 'modern hard rock', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">960473</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9032">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e740fdd331bf8b580883680d0ad1e2324371d82c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YPKeCRiFlvUvJvRCzcPBo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Finn Brothers</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14212</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7632">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/855bdfa1ba3a94c2f621bf111cae516965ec8288</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43969</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Run River North</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'indiecoustica', 'stomp and holler']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0INDB6Snts5NDbzh8jC3lk</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6884">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'new wave', 'permanent wave', 'rock', 'singer-songwriter']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Cave &amp; The Bad Seeds</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">671081</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UXJsSlnKd7ltsrHebV79Q</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0ef03da562c884b5a7a7bfa94b30181a1920e5b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2594">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric 'ET' Thorngren</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tO3KaRy0ZACd8XJYT3IX2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3155">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van Morrison</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44NX2ffIYHr6D4n7RaZF7A</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'folk', 'folk rock', 'folk-pop', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f849f47dd12c6ad44c69cdad9dda089d54b70664</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1244987</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1547">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark McGuinn</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2W8eAR7hLWZ9Al1Sa19nka</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d67d42460c155589a45e7b8eb2b42849a2b41242</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7485">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbd1733c5e0e6d15e53fdc54adc77cf1ab48d0df</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219551</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'latin metal', 'melodic metalcore', 'nu metal', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xJ6l1VXgGuyZ0uhu27caF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ill Niño</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11225">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">913</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gZBuGRyiyGkAVFCJAWdMk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Just Us</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a08eefeab576240348d52a7a50a6a45ac415d4be</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5033">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157344</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22282KfMxDo2PMjnBc82I4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip house', 'old school hip hop', 'rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Biz Markie</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44c09ed930f9270c0cda313747387a240af6b889</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9611">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4abfbd6e4f6133028e710cd97712588dd7ee1dc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">South Circle</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gTe1nv4yFLnsZrlRAorSQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15764</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1529">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'pop rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Hi-Fi</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113189</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XlcLj6bxCnpBIOHmBpIWP</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c91f46775e5f212d2996cad0d66a9ae277b9d11e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3895">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SKh0LuV03MwbsAQDeRDRX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Koo-Koo's</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1af45b089931969b807d835497df8a91ee4dab60</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5305">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Star Music Artist</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tRu5cxIoKA3BYCJ75cX8Y</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5eea4d1b0d523dabb04ec389e7cf6a4c284eb3c1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2969">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">519673</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38h03gA85YYPeDPd9ER9rT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'post-disco', 'quiet storm', 'soul', 'southern soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The O'Jays</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a085cd08a23c38cb812b949465df54cee2b9d909</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/569">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'irish singer-songwriter', 'pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3334327</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hozier</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FXC3k01G6Gw61bmprjgqS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e4114631a20bd71903bc335b88f872afdce9a33</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10052">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7746f2d9c6b1c0b8bb8f0e6cf9d5f64790d5597e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'contemporary post-bop', 'jazz', 'jazz funk', 'jazz fusion']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Weather Report</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162DCkd8aDKwvjBb74Gu8b</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119386</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4989">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">402</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08800c24ab0810345b9fb3885deee5ca2ee1cfc1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mMlNCX0juOKPTTkSsiOie</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandon</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/913">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'new rave']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">464879</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ratatat</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f0c6c465a83cd196e651e3d4e7625ba799a6f60</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57dN52uHvrHOxijzpIgu3E</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10560">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice Coltrane</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afropop', 'art rock', 'avant-garde jazz', 'contemporary post-bop', 'experimental', 'fourth world', 'free jazz', 'jazz', 'spiritual jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3028c2dfbcf9b5200aee19f8fe2e08fc3dff2a6b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afropop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61705</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oKYiTD5CdNbrofRvM1dIr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1815">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28158</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luscious Jackson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50dc852633c5903cda783fd5f00ce6ee0266cc9d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EcRE2Nnqg2spdn2otakhg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'lilith']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4133">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock steady']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock steady</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Millie Small</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8760b1a72e698df8a0ca339098a8beace7c06e1f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0h3n6BqxvmRhWwNcdw4CWT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2973</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6887">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deborah Silver</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc976ed791c80184ca2cddd3ae68501c4ed0ca11</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vPj5INghZpO7kabvYCoQG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8592">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">As Cities Burn</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian rock', 'dreamo', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a78f8d189c39b392da0301550a935bfe917a8330</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31180</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eJA8CZoXCETi9axIfBFGT</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1279">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196758</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6B16XZWuJ9VERn7pXxCIda</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8Ball</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c829a7ae692ee49c09f7967501781cd17b507926</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/75">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qqNVTkY8uBg9cP3Jd7DAH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billie Eilish</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12391614</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcf71477d890a736eb769dc5f8af4e7d28278824</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8590">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bc0414f604bbaa6ef979b733ca6b2f4d876248d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7843</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chester French</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NkORBViEBhR6j6PruH0Qv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10949">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leontyne Price</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c1f03af4c50ebaf6ddc280665a47bc0b1b615ea</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10109</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Qh7r2c4JWTmRLH3swU9dC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical soprano', 'opera']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical soprano</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7336">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seth MacFarlane</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e66a726c5aa7491dbcbc01af97790800566865d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79D4dipwR6scV8AN3dm7gW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43653</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1725">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Playa</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3awgyoaYkirQ9aZd38GcVY</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5295">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17ac1b1f56c04578b23f37ea1ca8bf3be4fb9026</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madleen Kane</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nCH7NlCpkfhzJMS4opstC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2125</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5094">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Xe7UmOgczT2GMm5uK8Axu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6650</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pretty Poison</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34a526409d74a9e6b6ec79c48a65b5ff9900e690</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7190">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158150</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Israel &amp; New Breed</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40333f339790b8c3ebce01a7affb369677fa8383</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77HU1Zb1VDIFvWKteJii0E</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'naija worship', 'world worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2505">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216996</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0291b91727e54d4341222a41e724941c06ce26e8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Mister</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Bah8E0kCETqEpAHI6CPzQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock', 'synthpop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11245">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice Bowie</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tV9mbi2E0rUMcyFwfO42O</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9816">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TnuP42pw475UrjjeabtwZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'celtic rock', 'dance rock', 'new wave', 'new wave pop', 'rock', 'scottish new wave', 'scottish rock', 'singer-songwriter']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117920</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Waterboys</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99c2716875c5ff08b13d34ef3bc3771c51a0ac91</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7978">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08yf5A2nS4XEeNvabDXqyg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">735104</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Talent</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4c75ca74399aeb60dd93ce994fdff5f3962baff</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian punk', 'nu metal', 'pop punk', 'post-grunge', 'punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5337">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17976fb12159084e9e1ff11f9a1235bffd3ef769</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Allen</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6748v9yNrbb4PPJuvfoMRa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5130</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5732">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35749</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nils Lofgren</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk rock', 'mellow gold', 'pub rock', 'roots rock', 'singer-songwriter']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a201abd8b530a21534c841c47d694d83405b0ea5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TpAfGX0XNikAg5QjrbbvE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5643">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tb72OoILQRKUjdaFcvEta</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed6d610a86482be89b85b556a7efd7eadbcfcec6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cooker</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3265">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15890</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Scott</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90b30003b6b0499e057208fced7888f1c4381e38</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72ktMty33X1LsIzHdRr0U5</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'smooth jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5538">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/566632ac783b025d1fd3bd6605650799f11c02b1</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oUAPMxezMmyEFEbbnTm8r</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grasshopper Pie</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/600">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b7622f7ff5ff0481a8ad4b76d3d5e56afd0ade4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'tropical house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">555303</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34v5MVKeQnIo0CWYMbbrPf</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Newman</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1587">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german techno</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german techno']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zombie Nation</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vFpNLbCXbBFs4kFBUlkSl</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f12d01ed7e180dd7bea95d85dfca9c57e89801de</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20103</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1828">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31585</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EfG2EoT8GFJrMiilbTVl2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donna Lewis</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e46b1b8ffdf12ad75301a661c59983c70dc2a2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2361">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'funk rock', 'hard rock', 'rap rock', 'rock', 'wrestling']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08babf8cc57f628ed87573a7d82a18dc1f69786c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Living Colour</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Uhp7WA6sjm5ZL6Xz561de</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176806</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5286">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f34Vi3DFJap7eJMDbpzEG</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aurra</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71f8814d3dd8482407606e627e3ae7fad7e0379c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'post-disco', 'post-disco soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15837</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6227">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">806</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69OOiGDvj0o9QQ184tqc9R</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cool jazz', 'space age pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cool jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Paich</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a95c760ade76678a03140d651fc80cc708660b2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2892">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'classic rock', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ringo Starr</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">413308</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DbJi8AcN5ANdtvJcwBSw8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf05c9ed47f404fda1e5e8901edaddc10af3cac1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2166">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36976</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6deBxd8qgegXF4iFZOuW2R</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Williams Brothers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7140257ef79263a54cfaabacdd98e84a4ebbe01</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/32">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton', 'trap latino']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4q3ewBCX7sLwd24euuV69X</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14710766</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22590f4021a00d1cad0821cc46a54395960342ee</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Bunny</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9232">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ElKnrmCBRnIjTrrzkAL42</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'southern hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d601512ba86ab96d1b31e84637db82bc0d736fd8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41157</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dungeon Family</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6882">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DctCFD8X80VeY7WLC86PS</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146051</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chinx</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c4adb25849271661ff83e7d2ad32a3c6cea6903</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2643">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91f4cd450d258d2965c7c807d32183bf26c4860a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4q3lWHEW55hoLJNzZskFVo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loose Ends</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk', 'disco', 'electro', 'funk', 'jazz funk', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109462</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9374">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176250</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'lilith', 'modern blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f0b855b26e69490e46bd029592f1646682894a1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beth Hart</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30TrHDLNCKQVTYWOn9QqOC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9054">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20dbecbed8d63691a76bd890fbe140f387b37d4b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5748</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fxERzhr7rD1JvYK9Xer8P</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Auf Der Maur</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3407">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30q5mqJmdYPaKabPMytzvv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d61e931e79596102758869b98a69eeecc223c0b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88822</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Intruders</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1623">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal house']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/751548a1b27735bd2019d44893311b759ae00894</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uGKydhYXrVOEXM6QbVzyH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2217</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amber</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4342">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Audio Karaoke</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pxlau9PGA7rC0KhOMsVAx</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">953</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2edc421d4ed57c2d6d5e44a6afbb0b789495198d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11286">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'modern blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98225</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68xuC1qXRhCUvGd4SSM655</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66de839461f197466fd3f348c9bfb4e435f41099</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mayer Trio</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10619">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucas O´Brien</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">929</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KRs4ZGpli6AGznavH58kp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31ad68b59919a5019e61ba9ff3f82ad1dc6da0e4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5118">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21ab54f0ec69c31bef4bb5b69ceb2f14196a00a2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KpLtTMpLAko7nBDmiYg7Z</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110985</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Force M.D.'s</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8835">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e9a138bc3e9864cedd0a3d35e53e9ac8c23d0a5</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824485</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LbLWjaweRbO4FDKYlbfNt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kaiser Chiefs</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/396">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269809</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IhWQSrLj8EJjdvjFTpCyo</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vince Gill</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country rock', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73d4a62b98ef30ddd925a83bb3c9b6fceb18a85b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1935">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3ab7d05f1f1e375cb27cacd01f94628f234761a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grand Puba</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'turntablism']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IjhOxJSTPh15KgFTSZ68K</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64555</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4337">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1b9wvEcR1vuxoVu6isElSd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dde4eaef7cc8d6db992c70ba6a5bd2b50b10d313</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anand Clique</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1093">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mario</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1521965</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5118fc8a4585bbfaa0097ac5d2030a13970b97ca</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20s0P9QLxGqKuCsGwFsp7w</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1353">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lZoBs4Pzo7R89JM9lxwoT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e6d5966dafa119f4a75e7df62ffa163e0d861cd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1268911</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duran Duran</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6345">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6meTcQ79DrfkIuSLPZkpBg</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'pop punk', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287743</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f6d2fa36de50e91c9bc4bc8dbbea0a18198e981</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Story So Far</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/183">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Chesney</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89cc7048d98957e99ba59ada384cd269b2ddde3b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2606819</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3grHWM9bx2E9vwJCdlRv9O</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8176">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25874bbf66348bb49c92a4e99837b1bad91ed9a7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03248d0xYQltNDAF2XongP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jasta</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9937</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7712">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24620</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6b58ZzXRHPakxMhPx7xHAx</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk punk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bb375f5050fab4a12f9dfc35fe43138c3f3bbd0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Hause</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7981">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28810</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EoJ4ILZNAHjVtZgmWBaID</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paper Route</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/132fa22c658b6a4d1d49fc4d67b2b2ef2ebd7116</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'dreamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2662">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">677110</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8987540724d78afbf9f9249638eefcef38c0853b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Various Artists</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LyfQWJT6nXafLPZqxe9Of</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10606">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonny Terry</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76e59a7767ede90d76e1934e23383925171414f4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11777</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66hQFpsfaFzK8UbsQofCGv</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'country blues', 'harmonica blues', 'piedmont blues', 'traditional blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5987">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mEaTTXBlFEcjj0T33SPmC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunshine Company</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8533">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f3a47fe150571aeacda7b676be552d8c6df9255</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92101</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BK94SazL2jI020Y8ezR4f</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Coka Nostra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1087">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Mama</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47510</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e11abd231d0c417b7a3e997432cfc5e75dd2249</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'trap queen']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qK5bOC6wLtuLhG5KvU17c</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4654">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawn Mullins</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26222</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4bb14d183973f4814d23b66356ec36dc615eba4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TROLx8HvrnfGGNo2ngL2N</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1976">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d017775d0d78c93083e6f29248acdc243efc68b0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">414118</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'nu metal', 'pop rock', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candlebox</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3R6c2tWDBeYB1GncjLMn9n</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8031">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alejandro Escovedo</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'deep new americana', 'folk', 'heartland rock', 'new americana', 'outlaw country', 'pub rock', 'roots rock', 'singer-songwriter', 'texas country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ed502628c0e0dc46ed927075a4568b1cec81c32</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Cc79YAHP7xvQAVQSjveP6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21214</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9760">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0aabd2800fefb51bf16ecac4245be89a247a86b0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trumpet', 'space age pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5905</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36qxqKuaIzIOC8tLgTy02Z</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doc Severinsen</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trumpet</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4822">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Letters To Cleo</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/937bd2e1388ac1fd949bb4d761365abea9739c5e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7E41j1yL9ZeTWfqe9bUGgw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'boston rock', 'candy pop', 'lilith', 'pop rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41847</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5838">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DYWRTECVZfmJ2HLIkKC0q</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The skankin' Monks</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9de5da39d761963d3cb7e8bca8acdb8424eebdbe</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4746">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leah Andreone</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ov2f5yawnEga8dJH2c5Xl</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">914</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e564a0408592eacdf8edf9df5e2d53a77110146c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8732">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">543MfZv01HPf7j6zWivpmZ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce011d7b9a89b7dc1d350ab5b509547e4608606c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1439</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Stacey</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7637">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41FEVJCBGidsJwbjq0KfgM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c6a8484792e585152a6761bcb42bd2aa1cddba7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195167</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'chamber pop', 'folk-pop', 'indie anthem-folk', 'indie folk', 'neo mellow']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Fitzsimmons</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5834">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b48144eda0f1d8a71a8c39bbe48ee88a53c5a6cb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stefano Colli</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qHNcYHKuaAUjaAzA4vad6</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1186">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OK Go</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'chicago indie', 'comic', 'dance-punk', 'garage rock', 'indie pop', 'indie rock', 'modern rock', 'permanent wave', 'pop rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">351744</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hozsZ9hqNq7CoBGYNlFTz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cf0e41aef321054144f04e14367ada61c2b1403</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8379">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british dance band']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">292</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce2aa817e897a41d9d3e51aeab8d0538fbbd49b5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PFXkTaxxM0cd42woXZBvP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british dance band</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The BBC Dance Orchestra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4422">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47897</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meryl Streep</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HB65P72dFRiOKvbLLcil2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bed81fc6e2028fa4c7d01fa2066f4d600b511f03</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9357">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sauce Money</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3798872e723a79b02854e177d3d1689383c852ef</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1937</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16aHGTBi9sStOLH8OPIqlw</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11037">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Acoustic Heartstrings</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8384</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47259c9aa47cf990fb42616c1cf0fda18d380ec8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YcYQvh90LabrI6cVQBoG4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10392">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96fe548881f87f9b583ca9aacd2a93970ec4c93f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dexter Wansel</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'jazz funk', 'philly soul', 'post-disco', 'rare groove']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7azp9wRyXcxIq5vZnJgYvt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13327</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2293">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Human League</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/503daefa46866e4962e92039f435d0a1dee386c5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aX2dmV8XoHYCOQRxjPESG</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'rock', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">477535</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10573">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62582</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b062814b54ddb7f3e436b94bb38bd13583f1e3b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'cosmic american', 'country rock', 'folk', 'folk rock', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gram Parsons</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KA3WXYMPLxomNuoE22LYd</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6805">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126025</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Straight No Chaser</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfd5c110cff1be068b2b1e1fa27ca5f499bf64f4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yQ8S4xdGOGbUcpaPR6hCM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7784">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07016d102e5afc026b494731afce19df38a545fc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british alternative rock', 'melodic hardcore', 'metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ACBALsFxT5Ab3gVe8yyPs</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75460</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">letlive.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N1a7764a56ba04946a9647f88dd3b7c77">
+    <rdf:rest rdf:nodeID="N249a252dbe1440b3a26fc98155b12275"/>
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/artist_type"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9669">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66aef48c52e49ad8788e83e688ba3ac1f8cb4a93</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OpQJMrOpOEYgYoU0Ihku3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casual</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'turntablism']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6890</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4966">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Jf2xsWhvbhPKmbhuinqcp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57f516a111e4404030ba3b3e8a16d6c2ffd756bc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Voyce</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2894">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6byCVLbgOawjt1RStMyJWn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">basshall</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1874</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['basshall']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/554fb01aaf4ce5c0ab2d600d4f998823de9d8034</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diesel</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/830">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b835aad40164890d996b54b6c01771f6e07d672</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodney Atkins</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qgvmDsc4jrqbAbjq1HGM2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">976810</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9761">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8265946feaa4d816b1cdd1e7b8c6667e3f836b94</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical bass']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical bass</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vteTJJmyFSu91w1rxv1Xv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willard White</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">508</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/534">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Verdine White</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1334</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tMJliVd96wXoMVNdcOBHp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8502a177314f984b1a353ac17f10c04cdf3712f2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7725">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gungor</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian indie', 'christian music', 'christian uplift', 'deep ccm', 'indiecoustica', 'roots worship', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154096</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90e0378a22bbe1b039ca71415adf5168126bfb5d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4J4o73Oun7v0XXRjN8DPif</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6325">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267515</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'trap music', 'west coast trap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mozzy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0177d5a22448b9e9fb0644f594e3de63ab8f9468</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AA474G2hRfrHyGrfyDseO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3650">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23f1c49dde373cb769593b65190f48805f5a4803</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dpnxi6xgoB2kaRYnnoatZ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102094</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miguel Rios</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cantautor', 'rock en espanol', 'spanish new wave', 'spanish pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cantautor</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5198">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin George</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">312</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6df88c27fee046cc4626404c284b92053ed0bd06</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KFYaYqT3ZeyKMBe2fo0rW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2309">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'funk rock', 'glam metal', 'hard rock', 'modern hard rock', 'sleaze rock', 'swedish hard rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed2a0dab5a34f422827fd42bd390ba31859d05ec</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zRRk9Oe6owoIi3cY5yWk4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8150</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Electric Boys</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2077">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1k8VBufn1nBs8LN9n4snc8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49f5ae0f844b9426d33ce79feffd6ea3fe40ab71</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'big beat', 'electronic', 'hip house', 'trip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56915</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stereo MC's</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3186">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3aed5039c32ae9d9e717c56086c28c98ecbe380d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JPBUFrfF5w5whOPk2w0kp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1494</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">p funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brainstorm</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['p funk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7387">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QgOGgahvXBHEEzpjbDsOj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/586c21b2feabdf3da80880f3ae650993cc3204d7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162732</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sanctus Real</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'christian rock', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/332">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CQAfzpwwaMxj3YNlb4Gbj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adb44fef8409e91bb8417595dcbe8b1ceb1be07e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dessa</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'hip pop', 'minnesota hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43841</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3486">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bf18a0775e63d373363c818cac2744299c9072d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Classics IV</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XGJvNG372fPJ2TV2OoN0Z</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26300</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4081">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Del Reeves</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/823e1a2a68e810b1fc2fc4cf354ca85b340697a4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11460</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rTgolMbO5tyXZvD26bO8e</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6388">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'reggae rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slightly Stoopid</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1255ba29da9c6f08caa6f4d17e5a40850271685f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">418306</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MxlVTY6PmY8Nyn16fvxtb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1438">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Kx7MNY7cI1ENniW7vT30N</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1932624</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c369bb5ff8d1ae22f50559c8ef0b45de1a447ae8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norah Jones</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5313">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30f9cccc684a0e723db3fc941a202bb707c01464</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz electric bass', 'jazz funk', 'jazz fusion']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stanley Clarke</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lGt9WgdYGpMnmwGkcCm05</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69717</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz electric bass</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8787">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZFA9R69RaIb7YZKWpVh2i</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Broken Social Scene Presents: Kevin Drew</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8f95d12b9669c9ba15055d8a0cab60e7c5f09e1</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5851">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16750</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2o346NHhUAlVxl5uXBVxK7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cannonball Adderley Quintet</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'big band', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz saxophone', 'soul jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8c5fc8d6d70239bdf0325b2b4305096de2e88f3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4642">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73KwO09942aGUnNO7bZiGa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37a44ac0a7400c67540b43181bcec9daa23b5a86</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sherrié Austin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16314</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5677">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rk5f3HKuF0Fx7mQosu2Iy</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uk Plc.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2855">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'rock-and-roll', 'soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha Reeves &amp; The Vandellas</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b73ee3ca9b41ce90e95b94018fb342dd1ac58622</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202362</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Pe5hlKMCTULjosqZ6KanP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7639">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207541</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian rock', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17d7e7a207b9d0b86b0690f2487ff0640e3fdf5e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lLT23km6QvzYCojCXAYtX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kutless</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3685">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nativity! The Musical Original Cast</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">611</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qqbMAQsLfHfEjXj90wt0M</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8975df4cfb8534f9c54b2578f999e79e2f3c8d65</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10857">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'classic psychedelic rock', 'freakbeat', 'psychedelic rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be8c8e0c1dfd0342e8519c85260becaf1aa34045</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vbykpsZwxi9Z6P27AhVqJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4189</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clear Light</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/413">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Grammer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oX42qP5ineK3hrhBECLmj</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop', 'pop rock', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8660c4ae74a883067345f1bc0095b2c291d2e3c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">662396</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/678">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69b5005edcf44948167af977be94fb55cc748a29</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168049</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XqfpACObRB5AsBcUYjL8X</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'west coast rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Eiht</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1670">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D1sh6dCcdjdAoI0nvuw7R</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1672</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sporty Thievz</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f92af9cb9c04cc0c58819a16b2012dc7410c60ba</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/184">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elley Duhé</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47584</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b55021d499c149f93dbc04f98baae0cbdb14584e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie poptimism', 'pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67MNhiAICFY6Pwc2YxCO0K</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3973">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0is49Iy1V6aUJYQgUYpr6x</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1874</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter Jackson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'southern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d9bb7e6dd292d12e30f07d2d92cf2418a57619a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7269">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Garrels</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'ccm', 'christian indie', 'christian uplift', 'folk-pop', 'indiecoustica', 'indy indie', 'neo mellow', 'roots worship', 'stomp and holler', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14bf4677041edcbf06f0c9a729d58b1532b0ce64</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146642</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16QSVsPKl743hu4U5C18R8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3197">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dickey Lee</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d7e1b67b5c87abd36570872c7600f2e7c47b73f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34Ym7wEA9olyXIQ5eRAZjq</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1421</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7996">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JJ DOOM</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BxMS9rhKHbSagaYFBICun</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36276</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a588e9b910e22b0f6a0becf2fb509310ddd4138b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8740">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'one-person band', 'progressive alternative']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cNHQN4eCc7nud8htPxHBy</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a54d44889a484b50a7082f7919fd30bbb302bdb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26372</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ASHES dIVIDE</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4170">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc4c29d5753a93a7ec4a20bcc992957592e6b1af</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZVvRLbxQEcphvO7G8x3c8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Murmaids</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5106">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4K2MhZSPRWfoO6P3gtlu1d</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Hutchinson</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8123">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29866</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SuperHeavy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3D2hT0opR7rrYIngiAdwgC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f9da6732e3a60a070acfaf6e9be15f6941f9510</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2769">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jefIIksOi1EazgRTfW2Pk</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/030378e9f734621f88b8756b7be779891b1ccdef</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'bow pop', 'classic rock', 'folk rock', 'glam rock', 'mellow gold', 'rock', 'soft rock', 'symphonic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Electric Light Orchestra</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1687190</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5845">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bHrkZwj7sYYsMHe5tHXaX</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2430</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nazz</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/377239ee0b3a0436e46504fb0191402901f7506c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'psychedelic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4348">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">301</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2L0I8bKbBR9vMrVOzv7NtC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Downstairs Productions</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a51f76ffe93b7115405e1d5162d3e5235ad9ed63</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2439">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7437</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccc4b106bd94875ff1e2c1601642fb4775bf6f30</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ne8hQEmy0eZu9hlE3j58B</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenda K. Starr</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3488">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319572</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IKV7o6WPphDB7cCWXaG3E</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'memphis soul', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37af441f6327ce05b2c95b29b476226118312db6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isaac Hayes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8637">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber orchestra', 'classical', 'classical performance']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ef24a462d3c4b78c8b2693f8d7ec1f213748f59</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24648</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Academy of St. Martin in the Fields</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber orchestra</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77CaCn32H4mOMQA7UElzfF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3516">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'southern soul']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Porter</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2248</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e1c0f1cc91fa72091f21a6c74ccc8f50f7990f9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1k0ZB1aFWMh6dr3y63X5Jr</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6482">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1661926</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tRsMl4eGxwoNabM08Dm4I</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Judas Priest</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'birmingham metal', 'groove metal', 'hard rock', 'metal', 'power metal', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6df710d0a8244dc02fae361d89b7d2ffb4dfba3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2587">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4aa23376ef6050f63135b408382013fb606690f5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1445</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boys Don't Cry</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Vu68x2xlwYZtz4ZVpz52g</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5387">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0ecfd1aa883c85c3193c2a8d99c7a3761cd53a3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">France Joli</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'hi-nrg', 'post-disco']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7803</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10yNnmMFF3U0MW7oeG3bFr</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2789">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494788</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17992d522bd50efb63c2a353d2baf7d6957fb6ca</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gladys Knight &amp; The Pips</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TF2NxkJZPQoX1H53rEFM1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8870">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/328f5f4e23de7a75a2aacaf5bb705f68f06d1f55</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'merengue', 'pop reggaeton', 'tropical']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olga Tanon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">262796</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pv1Jo4PbYI8LMADJoTWjE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10611">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Almanac</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Fq8w3fXNenDoN8ARjsymD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c9b1c3945712c06b5b3db6e58c4155e6a01948d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/922">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">581673</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sertanejo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83a449aa447d6b38b201753e04dd8a98e899bca7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sertanejo', 'sertanejo universitario']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paula Fernandes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nca3OA1kKCpP6aPJcBL92</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9319">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b450f1642b966d618b6f852e8c4458fca0a073ac</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Dearnley</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55sNspMZTqimgKfzNhpfgH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10435">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22060</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ohpu0UE5PFDgfhUxEi0Fy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dictators</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'power pop', 'protopunk', 'pub rock', 'punk', 'punk blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97ffdc060bc689f4813e95ecc31ed6ca33848e51</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10961">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Kingston Trio</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WXslExZOunzPVJZOP93Z2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55e38919bccf3f964c40457295a68925ecb3fd8a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">678</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/242">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bhad Bhabie</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DuTB6wdzqFJGFLSH17k8e</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1591054</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'trap queen']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b815b574c29e187dad113734d1dc5aaed400f186</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4554">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1607</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SWX583ExJOL7cv8572Crs</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a116bb910d8c5d65706897694c2baff19b06275e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yanou</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8558">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12957</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everyday Sunday</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3de655644bb37a1daa689422a4aa88a57126000</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian punk', 'christian rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DUuU3jQh3RHTzQ7x46dtH</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7629">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hf3caW9H8uFwwbv5pFjcg</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c30b22048486dcc595e474a6d719c147186936</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jake Bugg</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">652773</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock', 'nottingham indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9453">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26946</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">industrial</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gravity Kills</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb0eea9d9d4c40698242da120c760d4236c63b59</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3V3ChkwvlWDJtMFuOKfYiB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['industrial', 'industrial metal', 'industrial rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1116">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27459</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'small room']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xXQxNcBCtsaz6Gw1IblE3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Cera</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/faf786589227936c6237601aeb0c01c1c34bd4d4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3864">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35b1f95a56889f2375294241efc02956bc74d815</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7erYZsfekXYGWvup1bnkUZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul', 'rhythm and blues', 'southern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Jones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11886</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3357">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9aef578389c4a9d27e15a627acb784c41094e79d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sly &amp; The Family Stone</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5m8H6zSadhu1j9Yi04VLqD</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'classic soul', 'disco', 'folk rock', 'funk', 'funk rock', 'mellow gold', 'motown', 'psychedelic rock', 'rock', 'soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450737</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3775">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic canadian rock', 'folk rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33QmoCkSqADuQEtMCysYLh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Archies</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46121</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15ef4123eade48984ea6f4b7fd3dae093a3d9b16</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7293">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28151</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessica Lea Mayfield</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c236429bb5eb625d4b0b8d19834e66be090f237</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'stomp and holler']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SmFJf7fxX3J0xXP0IlwK5</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10783">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marcus Frost</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pianissimo</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">292</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73hsGBdVbnzeWsFLAS0cbu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/359c82b70d00a34aca9c04bc9712f13c5c287990</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pianissimo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6922">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6d2416dcfc82bb792354d872fc71be006f24f09</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475558</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ZHU</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28j8lBWDdDSHSSt5oPlsX2</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8778">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bnOVGYMqR3dgSDU1ZUmnT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenna</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83586888ffb1f70a510e0c30a26db38f05a37901</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9618</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1302">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J6iGa2TNBDCrJzjsnI1a8</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'houston rap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e787ff30644891ef8c5073ce7ebab6ec8148dca</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Pokey</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74624</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2374">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea27b6ed5c347f4107e8de4e56a4facae453c396</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2G3bfBdf6dKjVlkUqMzO6q</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">309</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Morales</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9461">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72495</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf0db1188afdd3e9d6f379cbe86bf671a0924554</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RMOWaq3zw0fdgvaGRMcdA</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scott Weiland</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8875">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JUYSPkis2Mk6HUbmMqk1m</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4b21e78f8fac3f954022c4ff361ac5952eae09f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38346</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Ono Lennon</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9568">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prong</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'metal', 'nu metal', 'old school thrash', 'rap rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c5a1b7438a10a40dc1ff66eecc295c3cb47cc6c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SER9tY2pDIDVWVf5Ql97B</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71751</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4495">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bernadette Beck</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nbjv7avaNDIe51zW49ljo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5108">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71585c87c80efa15e0daaac357750ef736678f3f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4832</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5h3WBrCy3VcEj0IGf347dz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wa Wa Nee</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11370">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fk1V3INPRl6WCPl3BUZ0J</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a75fd79a495cd6cd93b0480730c4ebc5e77e553b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Smith Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11439">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UNbx86AT5Yi5FZtDdlFLs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Reflections</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4457">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33C3ByGk9NCrjTIXr6npqf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lyfe Jennings</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ccfa0f7981d97fbbc0ee2326633fce2ed68aabc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">591803</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2568">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laban</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6550232a43ca5494dad6b0a3ecb25516c3491231</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'classic danish pop', 'dansktop', 'italian disco']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A490wDfownZLDcpIDOJiL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8989</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4087">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mC1KCuZZSOlN8Z0M56VsV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c98d2afb203a84f05bb4cb559b523eb0a758bdd1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'northern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12905</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dobie Gray</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/576">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'pop punk', 'post-grunge', 'rap rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f742684b90d170fa5de0d6437971ee5e3920b9e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BtHciL0e0zOP7prIHn3pP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Breaking Benjamin</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2512324</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3746">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mercy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">576</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e8fc8db467e9e835c01eb2e4915499fd6a55d7b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4958loju8eTBhBFO32oWQ6</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3701">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz organ', 'soul jazz']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9985</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GX5PlFlvOiEdNvA7YHJzs</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4002b45834907183ebbbe8fa6477deb3703b794</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack McDuff</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8280">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b0d99bd3269e1a53d641f7ebbfac47c7a62a784</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk carioca</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Bin Laden</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">846480</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PC0CLpUsoEQPNIZKg2ZX0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk carioca', 'funk das antigas', 'funk ostentacao']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1360">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QP61yjJ7eCojB4wLwwJGA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jabba</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9335">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bebop', 'cool jazz', 'jazz', 'jazz trumpet', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chet Baker</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">477202</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rxeQlsv0Sc2nyYaZ5W71T</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8fd767aa91ecd8e5720b424812e2a17586834ac2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1847">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iHvfung7R34pveb3uvYJ2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Macutchi</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3100">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09bb4a26cc6f2dadfc6b86803d3043ebd1b10703</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wMcQIxzH2LYHJZNxo9FcN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Paul Young</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian rock', 'classic uk pop', 'disco']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10180</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5703">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22417</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46VosWAvtZsBl7rvxufsWG</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'classic rock', 'classic uk pop', 'progressive rock', 'psychedelic rock', 'symphonic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Argent</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68904c35137a8b29480c701fc84c1989f197ccdf</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10625">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GLvcqWIueXNjv3212pJAj</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29768</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71b09795f3b94a2f4a99e071fa3329de2af34e15</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'hard rock', 'psychedelic blues-rock', 'psychedelic rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cactus</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/326">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Anthony</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41b370647dcdf6ca1b561f8196ca1426da5648ac</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wLXwxDeWQ8mtUIRPxGiD6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3186929</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'modern salsa', 'salsa', 'tropical']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5950">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dolf de Vries</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v2HZXm6FqFuhjlBrYsw2Q</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17b0b5808419222b84c45b36642fbf20c2b64b27</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3409">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27022</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iOpZ3mUTWOjjER4mGcZmS</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Clark</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2446ffda81b4c8a9b97d8b22e33e77e0cc908c20</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3440">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gun Hill Road</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed94d58fb1d8d0480c60c3a6eca1f3c516899175</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ladmloy8Etn7qvu6l7KNy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9656">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d521425ee8abeea5a8c48daa4b34d6b9e7ac268</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Varela</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">background music</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">457</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['background music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2irB8SXzuA2u0rBten7TnK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10686">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'country blues', 'electric blues', 'modern blues', 'roots rock', 'traditional blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f5160ff4c930b95898d37b8c5fde8059cf27c11</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16508</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Hammond</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">471Ycbmda1lAuLMscQvxMR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2178">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1905</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40PLSl99xXqAQsCQQPmfyM</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8be941acdd23dc92d7a34236393ac64813a75c4d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hip house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kym Sims</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7035">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100790</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'hard rock', 'melodic thrash', 'metal', 'old school thrash', 'rock', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3564761db8ab96e50f3c2ea83e29bd729d1b19b6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0exvkfkATkqWOJgugTjJhP</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Metal Church</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7402">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trigger Hippy</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a29689eb14571aaa0c76a2e253b5c92ec181d53</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eJoJ37qDqiVGCXOYbzPyp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5630</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new americana</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new americana']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8453">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stardeath And White Dwarfs</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2970</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6945ebc29e5d31ef8f50a6fd32835604cead27c0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">norman ok indie</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['norman ok indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4867zBEJU90B3m4ZMRzDaF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9623">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb0bea7101f97c5afa3ba00917fee676c75112a5</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'deep contemporary country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tn388eKIoCPIo5roQtT41</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lari White</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9376</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8154">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25055</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jersey indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jersey indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AFLDtQad7jUjgvYfWRyUp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Horrible Crowes</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/005a36a60f7c26f6bd594207a430adab5a8caff3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5631">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">StoneBridge</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7349</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c36450fe479f41dd9a4f8e30dc8ba5346b732c6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'tribal house', 'vocal house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jpQ5Xepnpx5YAqKQITP4A</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5060">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Shabazz</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13R3xexhFoFb5cqo1hrrBh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2954">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Korgis</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7045</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfe46cfa05f63f985c6be9c3c89c781413be28c4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69zRcOlNdSZ17VfIZe4VU3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2130">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Lamond</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16235</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fa9f786f4583c56c3f591d7f60605b4be0543d0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L1e8CdX4rdh54b8mIxMqB</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6990">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170549</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'doom metal', 'gothic metal', 'melodic death metal', 'metal', 'pagan black metal', 'progressive metal', 'swedish doom metal', 'swedish metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CWWgbxApjbyByxBBCvGTm</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec8bd89215629ceed165ab0c70e2f42d2c44af40</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katatonia</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6347">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Metric</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">487028</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e59862715ef4e242a8d835b8d41a7fe60249e151</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'canadian indie', 'canadian pop', 'canadian rock', 'dance-punk', 'electropop', 'folk-pop', 'garage rock', 'indie pop', 'indie rock', 'indietronica', 'lilith', 'metropopolis', 'modern rock', 'neo-synthpop', 'new rave', 'pop rock', 'shimmer pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rCIEwPp5OnXW0ornlSsRl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11228">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Qcn8XzH7me55JWomu9LvO</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a432baab8d856de60e533682f8dae539ef0e07ec</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Instrumental Hip Hop Beat Makers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1200</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7580">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cindy Cruse Ratcliff</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f671773a0f0551484cb82d8c450ca46c288f4a5f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1516</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12uEM3Q5zL2edaX87DyqQn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5489">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25pwh5JrKHzLv2FTPSvoqa</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5875</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vicki Sue Robinson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/690f72eee026522d795961d53ce50e647ee04649</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2867">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279495</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Go-Go's</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5506a4ed9d4abd277f4eda5a92239dc68073d46d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mG8HHQ9S9kcbjcrb5N1FE</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'candy pop', 'dance rock', 'girl group', 'jangle pop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'pop rock', 'power pop', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1560">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zKhX6hYCQPNs406umP9Fx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a90bfd3922ad2bd409751da70fe04f07c4b9b6d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O-Town</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129639</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/64">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94ca70abceac0ba63fba54c9a3336532f754db57</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich The Kid</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pPmIToKXyGdsCF6LmqLmI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1733907</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1274">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">357765</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bceb7fc52d4b64709d487f716befe43ef8273b1a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74aLweE8FHHf4yN5TWv1GM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">HIM</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9213">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaguar Wright</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mlPu2ZX0vOFIBUEiXnIpn</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8594bb0a024e8f4bf71491e37005381473efb80c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28703</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5815">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">594</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gentrys</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abf77e9bbd566ecdc1417e2611c9b6842573d5ff</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CX29P9at96WXxJ89hqZ24</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8474">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/896d848bbf7aa5eabcb0fbb50346e7529635277b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13400</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ffMbKIrSWo557U1wDxNDq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Il Giardino Armonico</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque ensemble</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque ensemble', 'classical performance', 'early music ensemble', 'historically informed performance']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4769">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lena Hall</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1795</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zEGZaYnEVjERT8iFHfArc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04ee63542d50a3d07b53cd8db08102b07bd6509f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8139">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a25c52a834a87c30bd45830b2036991a09af824c</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95414</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4s8ZGMVf3OiPktSP4ulpqU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'nc hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9th Wonder</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7821">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fpqZQia1PSW32o9tN5NKc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Device</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/face2f3682a4983559bd4e774fd04a9fdcaf68a4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66960</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/713">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97467afd63b54a8c7b334fc5b12d3b498f3f4c9e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0T5OJgMVjKIX3b3W3ekqOl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rocko</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279420</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'atl trap', 'deep southern trap', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9301">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smut Peddlers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Nm2nMXn831d1DJzRWGnAI</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">794</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3a41a96ba64f2aaa517179fea22253add48eb40</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7195">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dlzTgw97q5k5ws89Ww1UK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic rock', 'irish folk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57182</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b2f86581b0258f5cc4878da79e592c1df85736e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gaelic Storm</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9563">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138643</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29bb522e5fa0ca4ca6fb74ed3d8c416728f17cf4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ukr3Ufjg8ygRJv7Ww887f</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Screaming Trees</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'garage rock', 'grunge', 'post-grunge', 'rock', 'stoner rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6449">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bishop Briggs</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'modern alternative rock', 'modern rock', 'pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e29a7e368d3cd370cc5806104b8fd8bea5dcff8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">443825</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yb46jwm7gqbZXVXZQ8Z1e</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7239">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95645</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dWF6m2ksP9GN75fufFp16</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'alternative hip hop', 'hip hop', 'underground rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59ba8f080badd22576fc92299cc045f66091c4ff</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4730">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Sturken</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QsC7Qveq7jluXxBPxzYQ9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10761">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96b6929b4a9f567214d5d3b2aa5aa8aee18bc7b9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JWMxVERm3zp7cfuMbRXum</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic psychedelic rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bangor Flying Circus</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic psychedelic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6634">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230364</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian metal', 'australian metalcore', 'deathcore', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3et9upNERQI5IYt5jEDTxM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thy Art Is Murder</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c737788b20257ce9c40f41da3541741c39b27b9</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5137">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7975</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a181fad7072703fee4f9d088b66130583a46c952</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42gXQWY0t6kDCzflHUeiSS</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nocera</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5191">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1060</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b51c7a18c50393dc8d4f917deaec1327c961939</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vitamin Z</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20VtqNfLGmw8DoFlHlakh5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11507">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gMhpxnaN3cVaWL681APeq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blinky</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2797257535dce91d26d1df229f1201d754868ee8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">255</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8795">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['omaha indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17141</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MDjyeL85p0NwMIpu96o1l</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">omaha indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Good Life</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fabb210516ebc904ec06133a60688f4a954cdd14</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9426">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4P70aqttdpJ9vuYFDmf7f6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vangelis</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cyberpunk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cyberpunk', 'new age']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c588557df6c8445dbfbed42da3ee87ab013e8ff6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278528</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2555">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3186</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc005ee321ee4d54cbd982bd0c0163bf316d8ecf</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timbuk 3</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NdZSjGpm3jktmGbvkLadW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1805">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134725</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheila E.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OQrOpxSIfPai3cFaN4v4P</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d43fd3484b901f133f144e7d14e0796fb4a2660</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'funk', 'minneapolis sound']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3030">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/380f609842fc7fca8b05c99741f3e7a4494d5e52</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41632</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">England Dan</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fcPqfHfCnNnKTFT8GwSei</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'folk rock', 'mellow gold', 'soft rock', 'yacht rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4444">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kids Sing'n</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a65d8c46babcc4b81d2d1199a50ae25f2f10f4c3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">361</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0crEz1koY32ZgYFwBRG9j5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3554">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QmkLL9JOqM9dusHS1Hghe</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a930cfaee88340434d474889665678a8a17c22f7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Searchers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86210</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8300">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ssIfCr0vMmCuesIw9U4eg</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Brown</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2ea54417af4fa288ef413183f6bf53374f8a283</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">go-go</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['go-go']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16174</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6539">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy Camp</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f1521b672788eb89c34aa94503fb8707e7e53fc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">508718</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wpEBloInversG3zp3CVAk</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10202">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NOoCUfb29NnLsSvRrlIOt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ecclesia Ano</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9431">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64dc7d9879ec3c65ba20d2f35d9a163d8ec65f10</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fuyJoue5Ew9U8wxon3rs4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Solo Sounds</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9824">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic metal', 'funk metal', 'funk rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2838</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scatterbrain</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c14aea4c6d9d54f79c94a67c2cb1738c8ce75e5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ttl0jQxIN2iF8qY5xo7gO</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6996">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pixie</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a74f005d2c04f009f562912e516bb17d5904c7b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pixie', 'pop punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09NYzWfQlunWS3XBZFaDEC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Black</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">291073</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6176">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6670</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vth8u6Wp7k2bbzDQMCmrb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Witherspoon</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c924edc04320fd04a53b1744b42defe162c08ed8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'jazz blues', 'jump blues', 'rhythm and blues', 'traditional blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9884">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39XQ9FqK0i41b2QoKmGP4I</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c3dc31712ef8f865df83474f12b3579b5660115</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'sleaze rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13012</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vain</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4056">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2af45c4985520676bbbb57dbccfe76e6be9be7c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spokesmen</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yNy4CEOY4IqNGqCTf97dZ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1751">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176069</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WC</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'hyphy', 'rap', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d273e8e435b0c21657812fac2f709623c532c89e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NgwMzys77S7sgfh2W5k0V</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9284">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dS5xeDefwoUNasLUHnCjR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e953f5e7bf637412bb396beb27674a7cf996d62</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cappadonna</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60288</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10618">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64092008301393260fca390a5d7a5f49aee52b18</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Izzy Vadim</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mEgLhTVxuUG4n1ezLNY5l</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">431</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3583">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Clay</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07PipPbqSffwUKRCQ5AcC6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8225">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44392</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha Munizzi</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wiD0pcfAS8545DNHBcriR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa6b0e64bd48a562fd733cda78f9e5d757a271b7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5595">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/497b0f43d4c130d1dfa08ccefbd4b07008f79517</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joel Samberg &amp; Benny Bell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bwPRTyMXhWFqJ6Dqil3ut</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8093">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hit The Lights</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60101</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'easycore', 'emo', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a120e3358f2d03b7587c092d45c963d36b972e00</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fyHpJg1xW8OZqPyzmQv2C</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3921">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8015a78a77ddd9ce012fc7879fdea4e690b0c92</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36447</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'folk rock', 'freakbeat', 'garage rock', 'protopunk', 'psychedelic rock', 'punk blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Seeds</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mcarhiatlvfCghqcn73rC</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/59">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">644873</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'tropical house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d91845f215e0a90b0d4b03bf930221fdf2316b97</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Ronson</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hv9jJF3adDNsBSIQDqcjp</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9981">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1703</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94bd62c37be33d49539c95853d7662479c1dfb96</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kane Gang</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1S2wZg1HsTZaHGX5Xgw4tL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8267">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston metal', 'melodic metalcore', 'metalcore']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/482ee5caaf5b22405b3b75cb28e54d1b980c01b8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41323</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Times Of Grace</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CfztphU9FWmAhGocFrrYC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/751">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'slow game']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vMpNua6oKT52WWHNUJ1No</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonn Hart</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6125c14adac604110403d3b7974b511a2bab0cda</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47706</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8467">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3v3VSKylQE69ztn5TUVlFE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117719</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nile</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6c0e22f60ba60e34247de86da5a2e49d6bc7bab</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black metal', 'brutal death metal', 'death metal', 'deathgrind', 'groove metal', 'metal', 'oriental metal', 'technical death metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10101">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0958535039b2b6febf73a1ff51e6dd4cce32101</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'miami bass', 'old school hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24987</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GGVr7WgIWhsnJNdGyPklP</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Egyptian Lover</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6189">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'classic uk pop', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Monro</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130117</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9287eed2acb001e30e18d7a8cd515e8f0d0a6277</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06kr5yNAM2rOf4DXemM8fl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4068">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'motown', 'soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21llKqnS025UdaAMslJS4J</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01c12b2c5796809f9e20394ac86d0d7792252b6d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41606</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Stewart</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4165">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">551</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic girl group']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic girl group</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f37f65f6b19da16134336510eb8e4850c245175</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pixies Three</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eBQ52kRba7jYsnntGD2Go</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7804">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84e8b7e52f38cd76f8b48bd42960283c8cd7432b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'boston hip hop', 'hardcore hip hop', 'hip hop', 'southern hip hop', 'underground hip hop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61884</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v0XTlB9FqNvfBfnw8n5b0</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Statik Selektah</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2496">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YUPBZYVy2KFNGeNILURg6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael H. Brauer</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2400">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Zander</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IH6Xg8ILCVJIiGVIYklK2</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7f32a38a3fe5a4ebf7de50301853446deb023e1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1373</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1874">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Portrait</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/313b20bf65bcc980f1cb47f94b8cdf419095115d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08fM8wx6uuEwagFsUvQp35</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4247</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/627">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d33167ed2e5210c3199b5cf8393c6cc3740d9bd</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58R5LHkK3vkmEyGUPOR5kS</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212484</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'modern blues rock', 'modern rock', 'south african rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KONGOS</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10637">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brady Bunch</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6596</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1b5kd4esL2zG9nhXz65b8K</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9776f7075e6d97eca491afc19a8d97f44f5659ba</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6549">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quicksand</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GDjwZ2zwNZizuNJPmH3mE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acbfccae5b51f9b775686d584475773940e401ed</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'emo', 'emo punk', 'grunge', 'hardcore', 'math rock', 'mathcore', 'nyhc', 'post-hardcore', 'rap rock', 'straight edge']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33364</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3584">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ocean</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VRbnK7f3SHgZZwNSiRifQ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec80ce8e68d00cd9f89f71c184e2dca66156d8d7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2050">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/685d96c24ce71c012c790422e0e55b907f167c14</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4epBFW4UHEmgjIK5xOrBhk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doug Stone</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89194</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5015">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hMCIlD2CIuOBcWPHuQXKJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d13579e942ec9cd1e416a68924745e24d7c508f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Betty Boo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4022</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7942">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marcello Viotti</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf027828e527ac4f8ced2b0bdeaf7f6273bf8d9c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64ExBAzxQRVdiPGIaz1WE9</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">976</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7474">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120319</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['regional mexican pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1neZPoVY3mCc2mNMVXslA7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2073360df4c2cece060491d4e6ac1a4600c9322b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Dasa</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">regional mexican pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9321">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ipr4gJAFLoygvGdGs667W</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie D</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/753678c16cb39378f4b4687d4d260079ad58a665</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25032</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap', 'g funk', 'gangster rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2461">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZfogSsOWP4mVfEqfpLXCt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'australian rock', 'dance rock', 'dream pop', 'jangle pop', 'new romantic', 'new wave', 'post-punk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Church</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9aa29c2bdb8a55ab56f0942745120a8a5ae23f2c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100367</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6756">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Obituary</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'brutal death metal', 'crossover thrash', 'death metal', 'deathgrind', 'florida death metal', 'groove metal', 'hard rock', 'metal', 'speed metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SbGI4sb8dAKFZnK7RFyhz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">189774</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd287495f883d151c1037a9a28a58ce733c4fcd0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8678">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonya Kitchell</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33ab08f279f67c600569b28d2bd5708f400f82d1</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk-pop', 'lilith', 'western mass indie']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PihHGdkeI7CBvqoMUIMdT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1641</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/142">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4O15NlyKLIASxsJ0PrXPfz</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Uzi Vert</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6dd2fabeba127e6eea02bd234545de91c44e604</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6835397</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly rap', 'rap', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10936">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZN2tFyslA0XNQmZoOKlz9</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f92bd39a86c40f780153c4763dcada8f3fa1271d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">615</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Scott Oliver</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10774">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julius Wechter</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f85e108cfcc8f27e07eb16cd3cdf312bb1719d3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3v2WmDCNKgJMUFX4ch8M12</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">space age pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['space age pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/652">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katie Lopez</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Kkhk21siwbW3BfZUwpykJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1176</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5121">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6l0IHrGPjoSzh1Qy3w6X1X</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4263</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nylons</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16844cfbee7d56a54ca7274abd4b5d1d334af737</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10065">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">636</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Box Of Frogs</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X32nXY71Ki7aoUXDedkoF</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38ac9053a9da4413283e29b1b0600f4d2cbb796d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5254">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wall Of Voodoo</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zPcUezmkw9aGjoRlBxYxw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d64d12337e07bf01e8315997e3ce051a333f0ad</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29027</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/555">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.o.B</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8f14f414aa88b90e896b6d71aec72ea3687265c</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ndkK3dpZLKtBklKjxNQwT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1607960</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5939">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debbe Neville</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e910b6b87f7a28e708e35eac995f3f4a80cdd57e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41Pa9pZzonAEAjBtsP8LRW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3060">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43a409bed7861a72f9c6aa952f056c3602726af2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GPNaPWw3STF8NYp39pd8G</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'hi-nrg']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amii Stewart</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27349</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10486">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee232047eb3af1c2c76cce79095dcbdae7ecfc65</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical piano</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicholas Angelich</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">670</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical piano']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yTwwVZPzT44dkQYwitq7E</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7657">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hbH1qupmU6HxVBjWJItlq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'indiecoustica', 'neo mellow']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62070</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/178d111e3c8a0abfb9b43a6bb6f2195e60c11656</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Barnes</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2004">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/340fc68581cfad244df046a96add4989f5a408d0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Special Ed</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vIFTM70CYTYr122vTVpzx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64242</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip house', 'old school hip hop', 'rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5479">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0r7HfnYUdShv0Zz8EmszVt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Millie Kirkham</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5299">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14275</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'ye ye']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec08b9cf271bf47c873f4206e0f4a228e46a113</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fhRcv2KU96vbXqNE2FEdu</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheila</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10472">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Thomas</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1418</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c08b2189cc1bbf143640d114a92d8fd87c91b4ae</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CPCryKuTNNCSWoL8DEqNb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/25">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Rl15oVamLq7FbSb0NNBNy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5 Seconds of Summer</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5067310</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81f45e1c43d961f38e0885e79db547b86d25d101</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10268">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gamma Ray</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138507</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a58d18e7c32d99d6889bd4199c7d0976409fed32</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LZE884lDIsCSLHuTplfGp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german metal', 'hard rock', 'metal', 'neo classical metal', 'power metal', 'progressive metal', 'speed metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2213">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis soul', 'motown', 'soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1411243</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Temptations</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac427bc9167df8cb823cd93a54156001fbf6f9a2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RwQ26hR2tJtA8F9p2n7jG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5360">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c1c5f56cccad868a90ca3c75724d17d7908b64e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Kennedy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">241</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CPNVbAOtmZGh4N2PHZRQe</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4845">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2T77OLLtNiSxC9mLhXql0j</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51058eea6ed918d34bb7163984a3512f574f3970</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glee Club</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3716</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/90">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2449216</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rhFzFmezpnW82MNqEKVry</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ski Mask The Slump God</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami hip hop', 'rap', 'trap music', 'underground hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/677d1c0829af1f795836467a2cbe44b34ee01323</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10068">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55d29b610c77dcc45daab8d6f3e352b8b6dcc267</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'electric blues', 'texas blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Copeland</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6881</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">641QgCXSYTbRm9kigj0ABL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10169">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">782</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XEPQq3fgckDxHpHhOf9DM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Red</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccdb36468ca831bfdbe582bf9ff5e5aef3786e3d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jump up</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jump up', 'jungle']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4022">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe55034b68e6119e4231082040ab8a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slim Harpo</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36hwOoNPgnsKnhoMBYpJrJ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'electric blues', 'harmonica blues', 'louisiana blues', 'rhythm and blues', 'swamp blues', 'traditional blues']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25154</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4546">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2518</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boomkat</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe154f8416daf7545bfe9a36d8439300217ac16d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77lZwVn1U7L3e85XOdx7JQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4906">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Q60RIUO8DaJqi1bU2oFTE</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adea9e2b26f54d564bf1d355de671efc0a986420</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dreem Teem</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6830">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/901ef67608802e5ce9a650a7980231bfe3b4f74b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Football</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'indie folk', 'indie rock', 'instrumental post-rock', 'midwest emo', 'modern rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FwydyGVcsQllnM4xM6jw4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129032</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4677">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2156396197091adc10ce957fd8f95324d50ad947</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Solo Slice</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lfa4RITzv9YYdQwvCxRoN</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/612">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ohcHMuUq1717s8AH17hfT</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54dd1789626208d0921f116cb15584e1f34a5ab7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">265109</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new americana']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The White Buffalo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new americana</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1704">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K-Ci &amp; JoJo</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">728403</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05RZIdfz59ZW2FvFuwnmNK</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/802accab666236892f3f3bfb102323d59747b164</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7765">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/752dba7809bdd22829c7e55cff5e3b953a84eede</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40771</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooke Hyland</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WRuMPUdiAxZzxnltMgh0U</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/770">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">627219</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Clare</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86aebdeb6819da14ad234ad67c142bfb05d455ed</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Tf4EH8tDvznnjULcFxkIl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8986">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sinai Beach</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3297</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ysmd3PeBzNY30Vc5pBKfv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/540e4760682d5f8da69ff245df6e482f1b6e4d03</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5666">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55uiMDTDMlgXRn3djYbrPM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">659</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b07e97977723828e5907d0e3ba6bc9ca7f11e387</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afrique</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5432">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Matthews</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e5190876eccdf5603d1f70450df678a836d64da</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30yVqa41V5oNH00p6CBWB9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1923</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3601">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'folk rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0eb947b89f490acd881efd2f73e4cb931e046810</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31460</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norman Greenbaum</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7f8LNBVXN0h35veHrpxQFL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8917">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Fw3fZ0E0YfrIiiA8Bj4OC</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41dd5422d56d86074cef318b47eda0dc779a1cd1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rosie Harte</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5764">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OVa9YQofeQkzTCq2MtUxQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">807</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec4676d540d4e3b8e33f1add04f163d0e205ea2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cochise</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11434">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1163e3fb5a10dc36989dbced164f6dbdf98d6cf7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dIE5hkWdKXjgTFrKH5Sq4</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1704</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cox</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7234">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['retro soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183470</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9b11e18790888a674221c0f8efeda112c3d862c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allen Stone</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">536osqBGKzeozje8BfcGsa</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">retro soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3917">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c927c2474b160a5c5a695709186ad3b3e3c5ec5f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hE8S8ohRErocpkY7uJW4a</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch metal', 'gothic metal', 'gothic symphonic metal', 'power metal', 'symphonic metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">664123</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Within Temptation</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3763">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Four Lads</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c27f24e1e201434e74c0926697d0eb1d5d1a4767</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'deep adult standards', 'vocal harmony group']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3stlWzoChlEtbdZAz6CNC3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11284</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/826">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2797076f09ad880af0c31fb0ff51d2e92535a8a</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142750</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bfX8pF8kuHNCs57Ms4jZb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roscoe Dash</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists/assertion/048d1a09/2023-10-20T13:24">
+    <ns2:wasDerivedFrom rdf:resource="https://example.com/id/048d1a099634ec4c720d0ab744e7031152281675"/>
+    <ns2:wasDerivedFrom rdf:resource="https://example.com/id/artists.csv"/>
+    <ns2:generatedAtTime rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2023-10-20T13:24:00</ns2:generatedAtTime>
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#Assertion"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10849">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Soundtrack Featuring The Sandpipers &amp; The Strawberry Alarm Clock</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6o2ExQmlpFodqVA4qMYma5</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90ed9f2d0646ab1f602047dfb1d8074c2a51f0e3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9939">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4T8NIfZmVY6TJFqVzN6X49</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87036</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a5198a0ab74c56ec7d7b69e463aea12fb2922e7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'pop rap', 'underground hip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tobi lou</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1270">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Notorious B.I.G.</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4223706</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b4858fbd24046a81cace5ee18d19c868262b91f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5me0Irg2ANcsgc93uaYrpb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7464">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71f1d9f48ea0176ccb1e4bea3925c39b4af9b3b5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OrieSJUghNfNx5UuPCgxF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108700</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Williams</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2328">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/835c5d931e402fdd8fe056bf07980fdbf7f470b4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yr9lXq2m3KO4otqQKcllY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 4 Of Us</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3639</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2508">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PcIlEZa7rreM7729ot05g</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea544423ee3c095d60fe004acd16136be6ed5c1b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233581</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephanie Mills</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11209">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78f026c0d269daf73e18b001541a1dea44cc8dc6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Finn's T-Rex</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Lw2bKQWtH15LeMo5ROZ8H</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4806">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2135</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c6c47155c203a12fc80ab02053f9dd06045bb01</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LhsePRtgCo4THVKULQBL7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.V.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9447">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110977</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f5388096cab64aca2e602a2cb51a6b20d0fdbc7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k7TX5dxiKZiwMWTn8ZKbl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Celly Cel</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1919">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58543</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca53824cb4492d76678d972cfb8ff3f88318834e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4omQQTNN7ILiMsSB2k9eqX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scatman John</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3004">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oAbjWINfcTSAuVUlXXMty</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16233</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'mellow gold', 'pub rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/310bbdd7aec1475cd3b9941e1a03ef9eafdcbb94</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Forbert</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9177">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23a69050b61611e28e92b40c0298c9a0aa22b5da</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Les Claypool Frog Brigade</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25280</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tEEmGcFJiCm9kPY14wxzE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6124">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2bb729d999b346bb53002b1e0038567c5d3f76b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Lu14VE1i2ga6W93mIGfWA</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1644</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canterbury scene']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Affinity</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canterbury scene</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10833">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b047a93f021bd4362083707107d9566f39e3c63b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Yono</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive uplifting trance']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TNk3UDiqglKBdr544O5D0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive uplifting trance</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1661</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4765">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'east coast hip hop', 'hardcore hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lQvoGjN6jJfsAkaywtgrB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/826ea3ac8c67b0b10f4037f4cb70189143037d16</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Canibus</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46773</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2055">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aSxMhuvixZ8h9dK9jIDwL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483997</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'baroque pop', 'dance rock', 'lilith', 'new wave', 'new wave pop', 'permanent wave', 'piano rock', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Bush</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b2db6840f31b367518f97b1a5d6bea653ea56ae</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6530">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">monastic</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/695b8ec962fbbf810bef012e610cb19898c4b11c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['monastic', 'rosary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dominican Sisters of Mary, Mother of the Eucharist</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3005</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kud6XIx1X9kouRwys0OIM</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4072">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pNfWWILVcCkm6c0bbovMD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fred Hughes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8902">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'jangle pop', 'power pop', 'roots rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c1185063d4e35b1af30215ac40b887a05d0da87</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BLh5cn4nqfqoVUREx3hLj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Golden Smog</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12392</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7328">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'miami hip hop', 'pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1peH5tSqnYm8W6Bo3I5egE</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kat Dahlia</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e7d573d5180ea72142cf976ba724fb6914d9dca</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238890</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1290">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2297121</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6580ba0600d86090333e63eba6b17557cb6c49ac</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'nu metal', 'permanent wave', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ziB7fzrXBoh1HUPS6sVFn</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audioslave</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/487">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new orleans rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67839</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6100fb7738f09df716e502534fd32a0a993a251f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new orleans rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eUSUma6IbsuvfAs9c0Kti</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Greatness</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6751">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sq1yF0OZEWA4xoXVKW1L9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7105526f06b692308b739d2832c3f564184374da</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alejandro Fernandez</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'mexican pop', 'ranchera', 'rock en espanol', 'tropical']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2380247</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4625">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZzYDST6Dib7iYd8hmcLcH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M2M</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179421</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed0762ab4575a1203983e24d2e2190c774ae0fcb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'europop', 'girl group', 'norwegian pop', 'pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10775">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f85e108cfcc8f27e07eb16cd3cdf312bb1719d3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Baja Marimba Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63eNjNGaOdu9zPJzyDF9fl</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7197">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49vCIUW46QY3L5vo1xVFoy</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/357f8818a71b510250a193ff3a72735787832842</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158223</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trae Tha Truth</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10469">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a75eeb34099fc9622c0ae04f1ff698d8644029bc</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XFFw5lrnmJmnT9CmsPpGy</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2915</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz blues</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David T. Walker</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3780">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XgVoPT2Va5L64LFzskVBW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5526</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79d1ba49177e8587c8f86c060c1e1400cd9f24df</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mason Williams</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5833">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ARyfGeNAwzGldpdwMTuMR</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d68ad6eb29e7712748d76fd820d387b5056dd39</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/320">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26nStRV6Waedt17W4Uhx6l</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2262</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Leguizamo</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c65af0224951f76d2f18b5f37b89416ec23ac3af</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3336">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'soul', 'soul blues', 'southern soul', 'vocal jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nts0oxMT67lVUoi5Kjxrb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aed870c7f3469439b6cb87036a7a8a0f009334ae</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127413</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Solomon Burke</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4398">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13saZpZnCDWOI9D4IJhp1f</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lily Allen</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'folk-pop', 'pop', 'pop rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91324a608fbf69ad0507c36a7717b01b20165c4d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1343859</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/865">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b776dbb4ca7f12b60f65242bdce82e36bf523c3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bv5RplEOwdCvhq0EILh9E</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucenzo</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96134</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7538">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0J7U24vlOOIeMpuaO6Q85A</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LP</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a14b2160a280694d414afae2d08d52a8e894c8c6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1148260</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1884">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deep Blue Something</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35749</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5N5RfI8FFXk4WQ8kkjE407</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07291c1b9319e338bc1e7aa2afbc7fff0fcecafb</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1403">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'europop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b62374f1fcbf54da582c4ca53808fb8cde54cda4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145646</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QjWgYDeKNP2iPHTdTttnG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stacie Orrico</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4477">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4751</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sounds Of Garth Brooks</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4dad5aae5ddc215d2a7c63d83069e4520164e2c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eeIEFGyzf6wgPzWnMiRXh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/19">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cardi B</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85145039b32b56e911bd2ad39f28f96277aea9f3</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9171155</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kYSro6naA4h99UJvo89HB</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9818">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SiqahCCWn8SMOrbmVJ3v4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Carl Stalling Project</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">360</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e636a979013e87e1b8c958899ecb32d1d0ae6ce</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2073">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95 South</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vjd6YHdWCqO3MWaYbxDf0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/944d639f2e06e998bb34a6147767c840ad2a103c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14861</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1500">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pYxANcOtFZSECxACjmCE8</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cadillac Tah</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2686">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9e26fc4eea2558d1346ff2b647d9ba7ab35348c</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">POLLO</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop', 'funk carioca', 'funk ostentacao']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349696</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TgVQhHx0BWvzdEQxRnr23</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9955">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3767</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jawaiian</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9546907645c5014da8970cae1f4262244b44c574</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jawaiian']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baba B</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zTX97VUDflM7PnIGjg1u8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6462">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f19b7692fdfdffd47cdbea3ece3f249a71d60ffb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'latin', 'latin pop', 'pop', 'reggaeton', 'tropical']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eecdvMrqBftK0M1VKhaF4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5785834</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CNCO</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7240">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37uLId6Z5ZXCx19vuruvv5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a667bd58f653b7e088409e7030bd329bb5aca7ff</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electronic', 'electropop', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'neo-synthpop', 'new rave']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">472773</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Chip</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/450">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep tropical house</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep tropical house', 'edm', 'tropical house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db0a4418f8fc25d87038a1ea71a43e7c9afa5e63</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">562662</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7keGfmQR4X5w0two1xKZ7d</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kungs</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1573">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c194c388f9b7b416ccfa5dbbdaf445b8970d3e3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mMuiFhh7faS7qxnTLRA6u</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132664</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'lovers rock', 'reggae', 'reggae fusion', 'roots reggae']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barrington Levy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2346">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9667dbb0b3a80e84931b6563078087a2bba4ded1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20054</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GzIiGnHYrOnq2LUiD6zdo</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jive Bunny and the Mastermixers</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5615">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Shot, Dino Brown &amp; Hastyle</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MaTQ0cNzTsgNwZ87tGoKW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2571569</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98f92a703f2b66b30a66e561ef980583323fb9cc</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'atl trap', 'rap', 'trap music']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5f7VJjfbwm532GiveGC0ZK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Baby</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/820">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nipsey Hussle</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a53f9d4a36e958d54797aae6aee9645b547c9fd</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EeQBlQJFiAfJeVN2vT9s0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1036176</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1840">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5164</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MGQ2oUq4y55GDYyINkhnr</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Le Click</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fcd652b3a6c520aa51546b42a17839126cbdbba</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3784">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Taylor &amp; The Vancouvers</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41ac35b474fbe982c360060628054a636397876e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yu275LOWOLmpD885w1MMy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8815">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f57a21b7fb5592112b2226a48703b0a76aeaa1e8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tjsxXugls5CwUxSlsDgKB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Straylight Run</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37021</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'piano rock', 'pop punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2349">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marcia Griffiths</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25102</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'lovers rock', 'reggae', 'rock steady', 'roots reggae']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8bb4c50b7545c999e1b03a5b724272b4d4314e5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qLV9FR6ZVLS6W8drD78hM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2184">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87e38ba79ae036ed5c7f6e6f878fea2b4255c434</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bNtosg6E8tvmN6wYxPCfu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Curtis Stigers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20665</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3712">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16704</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2854ce8ab2c7319e95740b1de79528489667c74</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Christie</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bLcI9Jo6RyrrHzG9veVyn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4961">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ku De Ta</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep groove house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3530</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b366c59b294783d0cbd7f9b17fdc3ff658d5eb4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep groove house']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39oQK5CtIHrU6EuaWtJpnU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8685">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DecembeRadio</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f58e66e006aff962c1a503bc244c1642d66cba7f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JkXGTf2pgxWImAGoem8vy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4660</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11239">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35603</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Margaret</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f647615e8807a2aaeca6935b37edfd5351f7b0c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ywxtrr3mhjBezbQAsGiFW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4714">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61003</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e89b7f71cb9af34629a492edb5df7bacf22efeb8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bebe Winans</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6D9xBdOOyGHqOam9OShAWl</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2062">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Digital Underground</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip house', 'rap', 'west coast rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jocoSCuCtpCxCI6IbP8ye</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217595</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfe507367aac36f96ad9c26bcaa8f5b24a574400</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7856">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0591b4718ff841ef8db1553e313771a45afe08d7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30133</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IOZCSuYRrid1baINgoKIQ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'roots worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shai Linne</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6919">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L5fC7Ogm2YwgqVCRcF1bT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Volbeat</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'danish metal', 'nu metal', 'post-grunge']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/781539dcbee7f7d0186070c75957a0acd35dd7b9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1308091</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4151">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fireballs feat. Jimmy Gilmer</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Q8dCFKQYSibVpXnaMSteR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5708">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39b805ba6f679eb92f02e95183c792b68cd881bd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Kaye</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HDAQ8NTHMQnQR6N5Rnde6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7886">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['filter house', 'new rave']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">525825</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">filter house</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8827ad40fd7e7f89fa33affa5217f23bfe1a7067</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UF7XLthtbSF2Eur7559oV</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kavinsky</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8839">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beto Quintanilla El Mero Leon Del Corrido</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24125</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3c0114512f0bc7c380fe16f4590602fa684345b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09orOffcS9RAg36uEi8uLs</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">norteno</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['norteno', 'regional mexican']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8077">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6H8Sj9gFyDYJ3T63LA3DKz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'banjo', 'bluegrass', 'jug band', 'new americana', 'old-time', 'progressive bluegrass', 'traditional folk']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc0bb903e4cf688a71f26b3100163df4279093ff</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86888</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carolina Chocolate Drops</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3958">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. West's Medicine Show &amp; Junk Band</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xPxWQr4CCDqr4Z4HL5pwf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75be578364245a3569fd19b811e22a17d3af7d02</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3842">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michele Lee</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1aac6e30f7c73e68c8c4161b483c80cf7dad8fe</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zI2zJvXtw3LKrv0d1Al1b</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1894">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419346</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b04ec377721288ae090c74c8d26710a6d43ef765</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meat Loaf</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'rock', 'soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dnB1wSxbYa8CejeVg98hz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9243">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c6308969f4a95670a2fe93cec1b2f7fa0a038bc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64069</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Long Beach Dub Allstars</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zAxGWQqKmDnAsCY57ihKR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock', 'ska', 'ska punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4267">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91aed24a7595d4a8ec601efef3d60b68fc9bfa9d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hey Girl</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sUnRHed8kUIbMD4qedzzc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6987">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1ad9718b69b4c75164d418bde0cf3aa1566ac92</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'death metal', 'florida death metal', 'groove metal', 'hard rock', 'metal', 'progressive metal', 'rock', 'speed metal', 'technical death metal']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">351752</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4f5V3PQ66nIrBCqugJtaGn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Death</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8789">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin alternative</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin alternative', 'world']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">876537</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wH6iStAh4KIaWfuhf0NYM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f4dbd46881519c862e033f3a689ce4ec32be6f2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manu Chao</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/709">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32WkQRZEVKSzVAAYqukAEA</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/054b7d4b0f22cb6da97aa4b1f46341beb88fbeae</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country pop', 'country road', 'neo mellow']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2589974</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lady Antebellum</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6081">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Just Us!</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BrVAN1Ks8uxizBcWa4iiP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4790e364392b5fe976fea681d31cc5a58c871f3d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9646">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce8c6012336cfa3eb21b9820177e350379fb5988</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bFhgZ2r1FAFu0XyttZYKl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4825</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dada</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2700">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2639448c11dfe54f33fd747f44093bb4aea936e0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quiet Riot</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">728768</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dLWg6m8RRhizsdqJbhyj3</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10482">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27165</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jMGnqJkgPaiJzwy5bOcYX</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christone "Kingfish" Ingram</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fa07aa11f9e9cf83d4301f74147dab0da73b588</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3749">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IYDrcZHRO3odYC3yR6tRx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Golden Horse Ranch Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ad1899b46c7624923c62ce06b91c3773276a443</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10510">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Armada Orchestra</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zdin7AWA2umCioJKYQi8G</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b0190384d27cef34013d95c54243a59a1b5701d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10680">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk carioca</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qvcCP2J0fWi0m0uQDUf6r</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3474783</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a90893e83a689ff19274641f8a7d6ad8173ca47d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luan Santana</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk carioca', 'sertanejo universitario']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2472">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30a5b4f8de26073a2972f23960b4aef1a96dc1c2</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Agnetha Fältskog</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop', 'europop', 'new wave pop', 'swedish pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39556</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fUtt9kVZOyn9LWy0JbDRI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10127">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e3780729cba6ab3b10a59a326119764381e725c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ChF3i92IPZHduM7jN3dpg</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1698126</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicky Romero</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'deep big room', 'edm', 'electro house', 'pop', 'pop edm', 'progressive electro house', 'progressive house', 'tropical house']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4025">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Crystal Method</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155229</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'breakbeat', 'electronic']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eKLa1xyHLq8ERWmT1CRHj</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a687c826c02b742e66da6270edec7f2760d3e3e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5271">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JfnADNz5yYEq3hrzlZHLk</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0851b6dd833db075d3d832be1a33434292c5f629</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grandmaster Flash</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138838</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'electro', 'hip hop', 'hip house', 'old school hip hop', 'rap', 'turntablism']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4739">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faithless</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">330083</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'downtempo', 'electronic']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21ab7a9b6caa1e6cc17e7069908f1a2372d3bc47</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T4UKHhr4HGIC0VzdZQtAE</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1981">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ff07d51815e67b11f8c2e4a4bebc2b6b3bbe7eb</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip hop', 'hip house', 'hip pop', 'old school hip hop', 'rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wqtxqI3eo7Gn1P7SpP6cQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">377396</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Salt-N-Pepa</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7967">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65bszo3HcI6T49Q6oQSkAl</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Handguns</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35af46e1013a62db6768bb2fc31f0889023412e8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30792</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'pop punk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6043">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Cuba Sextet</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'cuban rumba', 'latin jazz', 'mambo', 'salsa', 'salsa international']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a687b42cdaaf2f1ff91aa8012382db025a7dc8d8</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22868</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7glnjTMVq4r8iNugFbuIqj</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5755">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GjVNyMzPjdBuip6Xanllu</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9447fbd6ba3c3a45409ce70720105e6cb626a0a6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five Man Electrical Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7785</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11190">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Van Dykes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e8d2e1b799204698a1cc4f669aad5d8f252fbc7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ukAv4dLteeOA5IcKDpR2X</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3814">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/196040948055b40a53d32c49b6ad4aa4c2112692</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Friend &amp; Lover</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7k9JXkYLc9TBFynG860BC3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10509">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12247</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eeebdaad3cf2067fb99e9c1a454c4589731ed5e0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Rush</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vI5AwXkw8IFD7zsw6NkTp</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'country rock', 'folk', 'folk rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6123">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry McGuire</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75fcae715c84eac417dd43fa332dd030d2e59dc2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xdkfNRMtBzeu7t4wyum2X</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9743</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9308">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b3bb05c8de2b5711ff808d7eb52ef9703542562</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">492</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dj Will</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AMRCdhTSFfEFiu4UgOCwX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2095">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/532156a01e17a5044468dc4921157dddcc457743</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hardcore techno', 'hip house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07lbidCU8ZwtNCUrmaO0QU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5325</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bizarre Inc</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8019">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13e633297fa241b0a09c83f35927d43553f7dced</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2538</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep chiptune']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep chiptune</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Douglas Holmquist</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PfiteGKkLREGubVMoSUE3</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6241">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44e698d64b5173c16f26dafc458596465227f240</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Tucker</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Hu7yAx1kVULnXjSznYZRf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">654</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4362">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A-Type Player</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2059</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iMzkXwBQHTYmyoR0teiDh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82d34596e3894eaa905dfbb18efb9ad83f2046f6</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9973">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Balaam And The Angel</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1674</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IKyZkmNB2I8WZ6B6hUZrN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7eac9e6cb8661636d2f9dfc936cb1d8506dc4ba2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1367">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1K6FlvOftq7555uvKY0m5v</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13389</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'old school dancehall', 'riddim']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kiprich</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e08aa4d861adb20c2685848c48ceebe4a58461e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10444">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1469</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ace28c496efbd1ba56808b471851eb9236229974</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Valerie Carter</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2D2wLloXc41DWmZf3NBtl0</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5333">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MsTzUCPsYqPkMWPQE0TGK</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ffe9f72262d7ac8c487da8fa4dc4fbfed13ff45</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep punk rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep punk rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rings</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1730">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177240</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iEVT8dLNSSmipPOrDGu2z</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silkk The Shocker</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'new orleans rap', 'pop rap', 'southern hip hop', 'trap music', 'wrestling']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f816e07d042bc9c018c742dc2190427437375c2</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1025">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2796094</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RddZ3iHvSpGV4dvATac9X</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Papa Roach</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'pop punk', 'post-grunge', 'rap metal', 'rap rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e184cd129d927e93a55935f6f3c4345fbb8ec8b6</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3299">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Parsons</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HpZkC8GUktP9utE6OPWZG</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba60bd3c44727720be5c5b3a4fedea7fc5fc996d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100161</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2801">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter Egan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5445</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf662e8adb050a14a1fff196c73a15dc0db7de09</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jaS8HCylkZ3YKhn5t20DU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10824">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/759f9ed3200834a27c47c32fc0174877937a66e5</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yFuUxmee8RYfaIW6aUDOR</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brasil '66</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2324">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe70133e59f8f8ba33d4be41f2fff56433e2b989</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hi Tek 3</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75aA32HVEg7Z9QNG7f9l93</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7617">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perfect Pussy</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13715</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">noise rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['noise rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xvC1JOx3XYXNk2WqfFLxC</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a621119e3c5b958270312870c1ccb85d5e1c010d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7233">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4J13m9IZh03PEhoxAxRhXO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3533898</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'norteno', 'regional mexican', 'regional mexican pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb9d48513012d9ca00446c86d04c303d97ab8914</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerardo Ortiz</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7864">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hawk Nelson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6ea59033096a943cc91cedd5cce446ea93fdeb0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hj6ZZxaiKvG5GU3PYf7Gh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'canadian ccm', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'christian punk', 'christian rock', 'worship']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138184</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3246">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.T. Express</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b09931f718ef4bca5459702a2e73238d0f7a7b4a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67PmHOmt1tveILUtasiYAf</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53514</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4709">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259710</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d269be9b0dc99650e8a42a0ecd715086bb21e56</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammy Kershaw</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tkZthBATD0S45hm1DmB2O</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2229">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s5enJCtVBAAdWD94jOIbM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Titiyo</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop', 'scandinavian r&amp;b', 'swedish pop', 'swedish soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7505cf83d7db0264a2645300091b150cb1e48326</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11265</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2626">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eugene Wilde</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10753</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RrDVgg5a8CuIshK0Wnpjv</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12ae259fa751763ac62de1560c459a1fc180db7c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3430">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30UIjoCGuL3Fa5BOc3ayNW</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22235</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b65bd5f8d8e63c5904fe7864f28bcc017cb295e7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'afropop', 'makossa', 'mande pop', 'world']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manu Dibango</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7914">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c83fffefa8bc224ec1a63b5eec167bb612c3e0a4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sally Herbert</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1112</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TtWiCEUhyeiw99Fm4CXbV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9794">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184W9P1vos8AurT467AbgM</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d37ab509d120205480d97029ad972c83dc2b2914</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9502</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tuck &amp; Patti</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4438">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooks Jefferson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5778</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RuIbUAQK9fmBq08AbY6XE</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a08e80982b47e7a34feb5ba6e2c3ca90baae3a8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2460">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ohSq6OUvkH1hkslgXfGMi</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70531</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21ae4da4e2ad2c41555846841bf1edf07880ee6a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Deele</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2623">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15760</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ju2ZxMe9yBOnt1MkWo32t</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Holliday</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d318b9d824695f4c275aa81bff8bf2d9a92d1dc1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9385">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cba671e73292e28b3125b7afd1c3eacb634007ce</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hezekiah Walker &amp; The Love Fellowship Crusade Choir</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34478</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10Bp1mvmVqIXcRj1VtxQyZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/178">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70f331108f3e71cef347c74faa2c07bb783d86fd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2973827</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wlFDEWiM5OoIAt8RSli8b</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">YoungBoy Never Broke Again</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8471">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/974e773543767be47236c7907b303b14850e0653</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u0I9EqSd1Uo34MItEAIKc</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston metal', 'deathcore', 'deathgrind', 'grindcore', 'mathcore', 'melodic metalcore', 'technical deathcore']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18337</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Red Chord</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2308">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70273</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modern English</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e72772c982eb91a1aa3ec0415087cbab04b87820</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fYPQBOx0vsRMmjUba9HgF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2806">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c464f8611b27fbf0e0906c01ad3fccba114c6eaa</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frida</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15695</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uOVb4hLSQVbHbVVt27tV1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4834">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roula</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kxZthrgsEh5bONnKr56eO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4257">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10773</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22dcb433139c82d78c978e8c15120f2d63fb220d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pRzVEriqNrbluIUSzBmML</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jo Mersa Marley</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern reggae</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern reggae']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3258">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NC7ffVNItOILMCj1vw2cB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Santos</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/169a25637b57eb1bf14084a529d1263fc6c91b3e</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2774">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f67ead8aa38bba044f98ada0b1643e3a37ac1c0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'disco', 'europop', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148753</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oZa8Xs6IjlIUGLAhVyK4G</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Irene Cara</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1794">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34840</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.C.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XI6qfoZSiEYtmItjfEX1Q</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'turntablism']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f23f442eba4f759100d0225ad66a8bd4986893a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/602">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/611355793031db0f014a07f53cb54b9b4fa6fdeb</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h2J3dxLnTyURwIUBumKog</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Gang</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">619830</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8720">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e96fa46ccf77ad45250a2e91c672f6b6343e6532</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'ccm', 'christian music', 'christian uplift', 'indiecoustica', 'roots worship', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Foreman</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95441</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5D3h9ZoobhetjXw3dKhcaq</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9665">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Epdio7Ic0zhZkhXHFc8qa</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13720</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff815daff4d81a3823028de203818bcbb120778f</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Phillips</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8195">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orchestra at Temple Square</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f959cdf42893b2e08438f2c2584f23d940661f97</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kAIRZipPTtTbZBTudxcEA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6804">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LEiUm1SRbFMgfqnQTwUbQ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2385910</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'eau claire indie', 'folk-pop', 'indie folk', 'indie pop', 'melancholia', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5ea2b221938b03e2096ef2c2caf2a0558014c1e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bon Iver</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4371">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73f43dd4409f6b7662385afad438648ee0c6951d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mick Lloyd Connection</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oJwrS9WFj1SRCgSevVZRV</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1689</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/18">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa32d6d4ca2467974403518dd3ebfe8831c5ced1</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22140623</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruno Mars</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'post-teen pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0du5cEVh5yTK9QJze8zA0C</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6144">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0R3feUNMQBkfCucSTflVmi</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b6ad08861ac39f0a13770900f92e776e245eb10</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">APM Karaoke</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1674">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174930</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6c13358d58ba88ecc7b751e066843582c62345e</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'eurodance', 'europop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cwmNvclzPd8mQnoHuIksj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vengaboys</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5873">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86a53c31583f48ad5ed1692446095f6c89fcaf04</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod Peters</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lsPvidQWIyyfVdOu6RSZb</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/606">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zt5aHAmGXYBO8FaWAbDGt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Craig Wayne Boyd</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5649</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4618788c952054a505540b75facc5df03bb4465d</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8321">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116529</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NgmPmKCSWm4kczsm6J3FO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dondria</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9801d6e84c51740fe132195e33ef3e092adf5a65</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10497">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c54ecd7b42b982b97397a08a1e4b5ed4f831036e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52545</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5U16QlMnlSAhkQxBZpLyLO</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pretty Things</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'british blues', 'british invasion', 'classic garage rock', 'classic rock', 'country rock', 'experimental', 'experimental rock', 'folk rock', 'freakbeat', 'merseybeat', 'protopunk', 'psychedelic rock', 'pub rock', 'singer-songwriter']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3281">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joan Baez</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'folk', 'folk rock', 'folk-pop', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EevBGfUh3RSQSGpluxgBm</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d09a5e4f1b49b8943ac2bc1a6d6f9d4e022bb7de</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307072</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6712">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22792</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6spXkXEP6teMn2cu9sWbBR</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'folk rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32456901a438572ab02e14cb794039789ea95d39</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Davies</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10067">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Let's Active</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HRtcKFPKPw6FtbGpvQviZ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d794f96e694644c770439fd98e8e9b1bb7c73d7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'underground power pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3872</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9589">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'gbvfi', 'indie rock', 'lo-fi', 'power pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q8gM5SMBT2LAoZ5LzqAvH</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51730</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Black</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d2ad50905f22762f6a6dffd453cede14807ea92</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2338">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d802d704e597aa33763010a6709139fc23b54090</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vUJ3QLN3MlRfjOc2LjGWp</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29025</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Inner City</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'deep house', 'detroit house', 'disco house', 'diva house', 'electronic', 'hardcore techno', 'hip house', 'post-disco', 'vocal house']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10577">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Andrews Sisters</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'lounge', 'swing', 'vocal harmony group', 'vocal jazz']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99736</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NCGI6dLTxLdI9XHdv7QfM</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53ddd415ed44e1dd1f33a66a27a6edd2ab020661</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8626">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brutha Eli</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HhTUxJ1oI013njabDXVjz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e58fbb8c437465a7d0d3e2edde575eafe4bf1487</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2696">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c45e8cba287ba947471687ee1bb9bd421c84937</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'disco', 'europop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spandau Ballet</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540539</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2urZrEdsq72kx0UzfYN8Yv</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6070">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3L13VZ9rCpmR1p7p6A2WGu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6f2456576cc23ad29e249aa550cbfc708451c01</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'freakbeat']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3248</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Knickerbockers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9332">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z2puKatD4b6fpIXObFKx1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic praise']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic praise</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Condon</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce8fef813b110ca8e5fdc43a648ac656a3963b34</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1736</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7966">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8704</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba7ad434ed6fa4ce920b52b2f2467f1900994045</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Harris</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1laUM5qmQUubbm3ZuMQTLf</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9605">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6347</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4C2mRKodTEQRrE5EaGtjr5</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc4cb3a2ecfa9377c78f7047f67cd57a45b94f0a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brother Cane</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Ncf92368a4b564c0fb3f100acf011ec69">
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/image_url"/>
+    <rdf:rest rdf:resource="http://www.w3.org/1999/02/22-rdf-syntax-ns#nil"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4587">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarina Paris</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1915</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a85b948ccdf57f562482eb10cd752b92ceb84288</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41gheHlTde3shn2kiwndm7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6262">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TOdXqjeWbASoJqEddP0Cd</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Mix</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9124">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">laboratorio</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Man Group</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84f97c942d3c60316a4978bae662c0c249e3313b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['laboratorio']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zHhscQ9kdR9fNGAffWz6z</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36855</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5443">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Hayward</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C4kZs9XyNnm9HWFng6ZFH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20555</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d961830d4ae6227d3aac5d279463ee8a590df4a6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'symphonic rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2146">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340100</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8882a5775ee941994dfc77c2dd4551122372674d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5krkohEVJYw0qoB5VWwxaC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Black Crowes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'alternative rock', 'blues-rock', 'classic rock', 'hard rock', 'jam band', 'pop rock', 'post-grunge', 'rock', 'roots rock', 'southern rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9769">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vincent Fanuele</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7q1pNm2JTyxe5BUHCechdp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8515745629165f3874d3b961bf7c57bb39404845</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8790">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16650</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cartel Mcs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">667OSHKP0N0wmIVCc3qGIl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02f05f5e9886159b7787e2cd0924c71ca6009bd4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/912">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/552cc07e487a1dc7fd91d680824086b4daff8fc8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MGMT</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'garage rock', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SwO7SWeDHJijQ3XNS7xEE</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1541716</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7730">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76c312997b0c3a7c559c0e9613cd0dfd8e76f306</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lhaM01nwvsMZpmPY2HVER</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carcass</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'brutal death metal', "death 'n' roll", 'death metal', 'deathgrind', 'goregrind', 'groove metal', 'metal', 'speed metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168299</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2987">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stone Foxes</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85be1c0bef0ebaaff16dad4bc8c52f3a44347e74</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41351</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40N10exWtaCVUtBMftQn3t</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative roots rock', 'bay area indie', 'garage rock', 'modern blues rock', 'punk blues']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative roots rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9492">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26787</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Organized Konfusion</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f14234deecd2c37eb125d8d3138af0332cbd8cec</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4trFlc6c04qfpnCGvlqFCV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'jazz rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3772">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224030</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge', 'motown', 'rock-and-roll', 'rockabilly', 'soul', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae8a8b9d9b6a35f00b87fdae31f46db6a13fcd0e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Darin</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EodhzA6yW1bIdD5B4tcmJ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11268">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YeFAk0i3mkDvo8ugCadti</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2398462a86dcf4cf9a9c5d77dcdeefd646520ab4</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1586</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Urban All Stars</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9288">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Indigo Choir</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9a4c151aafbf40c6c747c0d441200142315500c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SZiyGJKlSqE6dYbCkAXdY</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">430</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7305">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gFZo6Oh5WehnbEj0XtxiF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60421</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Like A Storm</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/543bc6599094dd516e1c751d42c470975d485c8c</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'gymcore', 'hard alternative', 'nu metal', 'post-grunge', 'post-screamo']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9658">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Yes Sir</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['belgian indie']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">belgian indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3435509e7ce4a6b1f0f142d564d8d54bcf953784</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">444</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yIGuBe2WGTFTiLqAb3pAV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1719">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2577bdf47f6084f63d7aac6b99ee4d9dc1c32803</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Imajin</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lBEh1n5ihUevtlzbKEyx2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3344</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1737">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182632</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0u6b6Qa5VJEvr3SgzzeVOB</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3d6d802c6936d2de6bdee1a0d027022123cf31b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Do Or Die</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11399">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alie B. Gorrie</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6g5YMvZLjdVF5iamTVNQUT</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6550">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a650c5d47224b0ff0d0f39e2fd077d5b12f938d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'dmv rap', 'hip hop', 'pop rap', 'rap', 'underground hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">517916</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GoldLink</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XenQ7XfcvQdfIbpLEFaKQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2265">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a101f5e1894c792950284623fbbf33477aa7078e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215030</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qQeKHrQJHLLbvDAOSO874</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Winger</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7268">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MARINA</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CwfuxIqcltXDGjfZsMd9A</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1731685</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cccb41ef884f9eff96a957d0ec6ccf4f3088460e</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'metropopolis', 'pop', 'post-teen pop', 'tropical house', 'uk alternative pop', 'uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4386">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessie James Decker</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104565</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GzIauSfKRc5BlNXpTWAGz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba478b78781cede3588ead52fad4a62cfcf7c546</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10145">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sondre Lerche and The Faces Down Quartet</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1e7447dfb7e942ad7e0288e3839c13df815a39f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1784</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3U4Vwf90JkK6tvSs1koEk8</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7748">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zomboy</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ycHhPwPvoaO4VGzmMnXGq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'edm', 'electro house', 'electronic trap', 'filthstep', 'glitch']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/537d197c2f4757870dd2e343d3703a45b645596a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">631790</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6320">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gspAQIAH8nJUrMYgXjCJ2</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320245</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kurt Vile</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'neo-psychedelic', 'noise pop', 'philly indie', 'singer-songwriter']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b94f6f010f21d67362ea72807a80585d0fb9d96</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9868">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61e15cbfa470e06c6a869975563f548ae6d2a723</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fetchin' Bones</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">472</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JMajb2cdXN3DLobIT9jjE</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5806">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c008f55dfbbb2470c8edb20fb68f71609e1bc8c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Cyr5aqgXza16isOrQNOvo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brotherhood of Man</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18180</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3288">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cbb9203f65f28b9bea3e981ad86c900ef893453f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sly Stone</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6198</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hA6GJ2yJA08ifsAplkUr0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8200">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101564</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'experimental rock', 'freak folk', 'indietronica', 'instrumental math rock', 'math rock', 'new rave', 'noise pop', 'noise rock', 'post-rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/155a266b94b625ea3cdb0ac1b2d9efa6dbce032e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EMSpwRtkvUTxfB4aS5xnA</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Battles</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1221">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56962</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cham</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26118da170006d064508bc4467a7547890d294cb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'old school dancehall', 'reggae fusion', 'riddim', 'soca']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5G8IlDlnPQPN4YmtJ6NDxK</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7104">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kalin and Myles</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177893</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">teen pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/438ce006ccfc287f9e0af65ebc3d10a84a2d8cc5</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BL5VxhQadpc4v2VlZyKY5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11257">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sdACJuitGO70fExV5Pn6j</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05a8507c0c1d06842cdd9fe02ce6657885f27ba6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">477</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Revere</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/953">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sade</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'neo soul']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47zz7sob9NUcODy0BTDvKx</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91c07d86986b1dc3ee7bf900a62b55260c070951</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1639314</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5174">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zK07BWbFrx6yqTFz84eH4</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phyllis Nelson</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1209</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33aa8e2bbea750dd4b8154143e9e6acea48f1992</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10840">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'exotica', 'lounge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leroy Holmes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6X3GblgxLrJE4xKW1L69iv</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2caa96b227244c42859c7dfc9fd90a48a910ab68</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1351</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/365">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0707ece93a02b41461ab72a1c583462e2937e26f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qBgvVog0wzW75IQ48mU7v</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KYLE</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap', 'rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">770257</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8058">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28111</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3655dcadfd8a9e7156455ef076fabe8fb0c4162</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dar Williams</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk', 'folk-pop', 'lilith', 'singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Aarr7f0itQ2WFmmiPcriK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5037">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pajama Party</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9dcdeec92b899ebb508adad5d1dcd12fbbb44268</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3900</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6e9JKYVEoR2Ny0bFXjt4q2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4310">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/323784c97d8a7e5d1b901c65b5b12c0ca979db4e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electro house', 'electropowerpop', 'emo', 'neon pop punk', 'pop punk', 'screamo', 'trancecore']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Breathe Carolina</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53M4Iv2RkzzxFFvW2B1jhC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271313</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11459">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88bde78c6c94f6bda504aedb75af9a685039f61b</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yNita4fnzh0pQAzbAwmdJ</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Infinite Hit Band</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6099">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz vibraphone', 'soul jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YENA5yMZMS2ta6wzLKWPg</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35683c943ba495f5fb5ea56f368fd852eb231ec0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Lytle</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">889</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz vibraphone</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4303">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12528</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultimate Party Jams</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/129d3bb5a220f1f59087e034af745588ca575df0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YqNwuxk4YkqwAcsFvyg21</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6171">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bKRu4SjS8I0y7yWhvFfWw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0372239b64e2d95387d2ad49862074c1828f03f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvin Cash &amp; The Crawlers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8534">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a0d2c9a5bb08a3fd8e6ad457014022cb232525b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eVyjRhzZKke2KFYTcDkeu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117264</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Alchemist</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'hardcore hip hop', 'hip hop', 'southern hip hop', 'underground hip hop', 'west coast rap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9771">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a19dfbb8bb9bfcb486ae83ccddede697223df6a3</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aBmASYphRgGqvYlaZaL3G</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Dog</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5900</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10710">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LqGrJkHgvYwerUAYzvLUE</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55c04ed4c7837a9f2631db4cb91d231314a83942</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Real Cumbia Activa RCA</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1017">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ej52CNJlhlwWROkrcjKLL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ab605bf41fd56d51e41b832c0c64cbdb9ed9f6d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29048</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GS Boyz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3929">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20430</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'northern soul', 'rhythm and blues', 'southern soul']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nXMZsj1H0F7h9SDUeYNjg</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/289560a85fefba06c71f4478dfbbb450bccb7293</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenda Holloway</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3134">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qaC0L1S5rm7017VN33Zf7</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BILL BRANDON</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c7b2af9935a774df4584a9b2ecc2ede9d3ee39b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">413</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9428">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherry Poppin' Daddies</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29194</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1stGNsBocVFM9MfQtySETw</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0784dd5afd20ac4d2de22efd27f60737790f892d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ska punk', 'swing', 'traditional swing']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ska punk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6097">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c58c35332ec4063a6578c538438ee248638ae0c2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UuKUaomk3bZ0nHM3Y3FdW</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cool jazz', 'jazz saxophone']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bud Shank</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3068</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cool jazz</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9042">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Generation J</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/986dec8da2dfc59a8b793562315e470c52412068</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dn69QCXtB9zFEdf7Jc96r</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3408">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vYQRW5LIDeYQOccTviQNX</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c89f4c57259c307731fe2ba93fb9d0ff40096ecd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'folk rock', 'nashville sound', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kris Kristofferson</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239569</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10259">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon Russell &amp; New Grass Revival</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">438</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b27d643fdb3a135b300835d0035355260e64c99f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59SA9GKcuQmIObn5yzwlfC</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11358">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1e056766f3f6765233e42a1566137c21dfea0c9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ee3G8f2mxnolNp6kDI6B6</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prince</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2713">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35732</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Rider</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EGlaDAVZTNNknDdKHrHRp</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adec2428d84d631ad5d148a8795e10d1e585479f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic canadian rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4756">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lSDlT2Z5EvUGNIl7WQ7k0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae7270af276398345772d378ee30cc5e1e0e79fa</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1984</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merril Bainbridge</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11460">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25f4d3d18bafff5136e9365da38c6d9f7ef7f076</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">michigan indie</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T4t3V1YSnzL8EwEPS0q6N</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['michigan indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Witches</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4317">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130937</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f7115726a9416270dd92d7f11f49d6fb61b83b0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">escape room</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['escape room']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51xJF4OqJPHWop1fv0VVyd</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kreayshawn</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1355">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanessa Carlton</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'folk-pop', 'lilith', 'neo mellow', 'piano rock', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ILrArfIV0tMURcHJN8Q07</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/865dc5298c4317e1cfed33d95f01c78492a1c51f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333071</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8316">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c90ffe5ebc77693df09ba645697ada7bc5c0490</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63769</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murderdolls</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qrZ4EXMTVH4e6odErsQjb</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'horror punk', 'industrial metal', 'nu metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5694">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49cb341f94e6d1c3e9026bd29e52bd54f4f10ab2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40Md3Hc0aa1UzgyEmMSIHM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chi Coltrane</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2215</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nederpop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nederpop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3840">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guy Marks</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EKfAwCJbNSO5uwPLO1EtG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1028">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1568641</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rkVyNGXEgeUqKkB5ccK83</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfda2b2f6f65c842f87f44a07f64667ac86f45f6</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashanti</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8382">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54IaLGawxf9qECyoJzHnzU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Hermann Orchestra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5250">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Anderson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/359fe71bcb9f4976db91547820668384936fabf0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204751</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3U7k7hBsHF9dy4ELW53Wrv</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4548">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angela McCluskey</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AlIxbb8HarTSm2tdA5F0x</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac1546ce4f20b98f7514b02822ebe4841ae7d100</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scottish singer-songwriter</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scottish singer-songwriter']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8243</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5259">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PYuBRQMHh7nWmdV076sH9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b19af7bc7078141c1bed483b95a1f62e36815d9d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heaven 17</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107881</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7370">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29XOeO6KIWxGthejQqn793</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'escape room', 'experimental hip hop', 'glitch', 'glitch hop', 'hip hop', 'indietronica', 'intelligent dance music', 'jazztronica', 'wonky']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eeb8b29fbdf6b259b70495ba52de0ee82a42e110</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469988</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flying Lotus</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5438">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Simmons</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5729e8678e29726be04d52deaceeb300ac477bd6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39206</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gAbCaW9OmfIqqZGLpKb3f</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11149">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Lineberry</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mGgTAMAYfdo5bSTHw50q1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2751">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Con Funk Shun</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167218</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hUkfSXyuDfQbUeNOShRiz</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd93660a8b4d73f14dbe11b45836fe280c568115</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'electro', 'funk', 'jazz funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10621">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NPZZavqZwUV5jdWKADHoy</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gordon Parks</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/599982ae5ee1d2a6f1daa9ae62dfd953b50cd27f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1888">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4600df5d140fabc3e596758c9d4c9ccc83326ba</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">946185</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'funk', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jodeci</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eNkUXHPaXyuyC8NAgzykK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3114">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f44ef43ea4d4909fe77e71ab04b695b7458ea844</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17303</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fmvGUlMVgmnCn45f1he7d</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'soft rock', 'underground power pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Gold</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2534">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Winery Dogs</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XQIFN6X5mD98c6gOSLtfJ</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82604</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock', 'progressive metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc972265c90b79090eba4e00636dad6a58d3008c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6475">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80234</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c503bfed9d4e7e9994783534042459d2a06d3e5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Light The Torch</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RIRplpyp79REfeBrvW8rH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'melodic metalcore', 'metalcore', 'nu metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7348">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115450</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'deathgrind', 'mathcore', 'melodic metalcore']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5L3QTPofDwMPGlNnQkyHK1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/310ae2829f7322fd8e037fae61bf0a93c97b28d2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Job For A Cowboy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6465">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie poptimism', 'pop', 'post-teen pop', 'uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">957649</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hayley Kiyoko</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e729ab43c2f18ccc4ad456ecc48012c3403f262c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LjhVl7GzYsza1biQjTpaN</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4773">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73JEBdDEFeVaOLg3y0HhBD</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/142df893f10c035b2ea470cfd484ed120434105c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184381</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie Merchant</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9536">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf1d3a6ff41e34a75deb064f969c345120007b28</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Brandt</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41827</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian contemporary country', 'canadian country', 'contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11Rb0Ax3Q2dZJ7jNlOvxxP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5985">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0v0wFiHWFaKEEAwlDtDiRT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bernard "Pretty" Purdie</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9275175fa3958e8cdae20d99c178124b935ae53f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7486</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz blues', 'jazz drums', 'jazz funk', 'soul jazz']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3522">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab4c906c45cd38e539cc89ccb931b499f4fa2d11</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2082</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lighthouse</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DVh4uQED1GHWuBAvj98Br</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7230">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">361992</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'neo soul', 'soul', 'vocal jazz']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df247992d786ce18d0b90be2f10e7699f0aaf374</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melody Gardot</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2P1puQXmG48EVLBrHbum1J</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2230">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daryl Braithwaite</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/878e8112c18603245dfa6c9f6a974207a45d681e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4t52ndk0OkAxtb4vMDLPhe</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75252</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10529">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2979</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gypsy jazz', 'jazz guitar']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gypsy jazz</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oTIG44ppYw0nUBqFvZ5Q5</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Bruno</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89b1179cd457bad51e1ec7357c690a2cdec12afb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9879">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13886</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GjnMGiQjHjG5rb5cQ7P4k</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d72d0eb6cae61d2642f73b358995df7799c1fef3</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'miami bass', 'old school hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gucci Crew II</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9551">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14993</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wTpMQz4RtF6dFX9blvMDc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Primitive Radio Gods</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb287cbcfd1fdcbed030c2fd0b9f9f9d9486eac3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock', 'post-grunge']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8672">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wEuQ6YxQqySp78RhpWjRs</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18951</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ff3f5801d991add9023b9cfa37aaa309f973535</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33Miles</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4758">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab9561cb9abd6cc5a0f8cac02ba38161f01bffae</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52094</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richie Rich</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hSGrfIm5xRloHXESKxrFd</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'hyphy', 'west coast trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5258">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julian Gallagher</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05LaJO70BgMafoQx11Hp1M</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6356">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8db22e8f1cc09c8d853943ab87ab2e8b7d63ecdf</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">440777</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Upchurch</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'redneck']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pSObt5Fk8izuX8ZfI3jRn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10766">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BThcVD783ys8dvyGUQ5yq</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Area Code 615</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">586</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2e2becac6c5c3b7579d240631ad5b24d5548fbc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10845">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49177</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a798b51e28b23f0710d805b3b46a1b775c9d8a41</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Oj26LEf8jdgR2woWEjlhi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Mauriat</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11242">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miss Elliott</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SlxJfLHrzPS5OlB50acmx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2155">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wilson Phillips</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9101beb98984fddaf5f65b6e918370ccea6d11da</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yMYjh77WgOVafRkI50mim</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216890</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'new wave pop', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1877">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98451</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e84128866c6b9edeaf5feeb683f07acb1f714b8d</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Carter</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eIPFXnKPqSQVxgsU4hELI</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10695">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LDuuTdAoxlIf184KHHAw2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Follies</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73d3a869a16864c3e9738260d43ff887a426ed38</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/394">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aminé</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'portland hip hop', 'rap']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1002369</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1ec6da0896ff7efe6fd63ea6894c0bf44dbfaf6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Gm5F95VdRxW3mqCn8RPBJ</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10342">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BwDmDGJ3hROn90wmD1nqi</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tata Vega</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2701f01e787cba285789460cc32b55e19f188de2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4726</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8589">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Germán Montero</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mJLFoa2cRqCZHL6MZNaak</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'duranguense', 'grupera', 'norteno', 'regional mexican', 'regional mexican pop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae2d3341273fc824f1cdfd284c81fedff3f564eb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391154</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2071">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Proclaimers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159060</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic rock', 'scottish rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26d588b576d36787913dde0b5faccf75ea1bb494</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1A92IAcd7A6npCA33oGM5i</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9647">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c69cd3cf70be96f7525162462477ef150ce93456</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14147</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Samples</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KV8ACcPuT3Jyx9Bvh6OFs</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5970">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ray Charles Singers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4803625a04f3ed1cc795faca32442610d4bd68b7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">700</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FbG2PIAVFvzszwgz2QuOL</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/719">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81ceb6ae52ec3f04d05164272df6d0f7d0f7006b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ross Lynch</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UxLFBvSr4xMDpHe1lrLrH</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">448308</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'post-teen pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5641">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5969764e49061ecfaf94a2807877982ef4d6680b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heartsfield</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">584</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3n5eF71hryf0OpsFakVYmQ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11218">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shifty</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3994</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gk1qtgjN7573QTJca3AqL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e65732ae1c821ceb9e1491a580ea5596bbb5361</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7299">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116830</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['military rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">military rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59847385cc0ff2d41cbe42091a759a666922b830</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob Bailey &amp; The Hustle Standard</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70eNABm9r2VXOGYW4r209H</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7202">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19922</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stacy Barthe</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b6fdeea4b69b0f52fbd4ff9fc2589a5fa27e56d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yq6uHIfFks9yOURUuCITV</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7250">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/103848a41d2a595da99c194ac4b2a381b345552f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7t6kb9BaKLBDnii5rDGm4V</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35741</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm', 'progressive psytrance']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Major7</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3064">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d85dccd14a00cc24ef47fe24bbd9c9d30764673d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18YelxQioKKPXK1PE5hh1n</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21617</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G.Q.</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6155">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MJ1dGVIWaBiSTZmbMY6ao</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/665d75068d7d0c612e23ffc226a14784f9345d13</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Phelps</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10123">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">205</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BPQOjnUp0yMOp8w3w1ZpI</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atlanta</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be34df09b5d17f90d45a3f21cd799effe3480e83</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5028">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd17783696db23b939f7c109a771ef2985af11d8</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gKPME3EjakIpyBUZrWPTh</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'melodic hard rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GIANT</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11746</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7592">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qL5lCa1VbCzWiVgnj6QIV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Evans</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55034</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11126bc4e1a951aebd240099d4b3c81928402d2b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10154">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PEfTatx7R08s3nFrn9teD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Clap</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco house</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32158</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco house', 'deep house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66de9a41220fb56ea46689837a7acf4ea1fd6974</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8583">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3376</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skull Gang</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6R4blCfeFM693nL3QeCeAH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c216ea9b2787a4f1b95b505194f2d2be35d3504</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6208">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rag Dolls</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74R2Evdd8EmJI3tyzClTBc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2849">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aldo Nova</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74578</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian metal', 'classic canadian rock', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58e1c32c2d799aa956ab4e68d09b21fa8070ee9b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jtTd1E9mBxYYU987s32Fm</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1226">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xTcuBOIAAIGDOSvwYFPzk</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Powter</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158695</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f17fbc609bd3d1303608760628f1770609dff406</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2584">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3f4f19f646c655113a27d01e0ea8450b0f8392b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175337</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6loBF9iQdE11WSX29fNKqY</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howard Jones</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4568">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24158</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g229vTyhsdwm9SO2p1FPL</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e47c91b93b7e5c28747bd2bd50d6b307751caa0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Greenwood</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'nashville sound', 'traditional country']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2915">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iA5wBxxMxUMr9a4fnJd34</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debra Laws</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9619</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87ee744167fce8295f880de447bd9433ae6b699f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9560">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc3741fcf598fc72c71bddbc88fe22d8cc41b5c8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UGwqiX4QA7R9hNBwzjavF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9529</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'gbvfi', 'jangle pop', 'power pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superdrag</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9894">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1umabXWvqNiWr1XHFjZQPD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kwame</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8648</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68758f54c1b05aded0f463fd8c054bdfa16cee52</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10712">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5a4305034f8ced9ffbb74072a6a006130d52905</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sa3V3h1PRCxcFgqtJan4G</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Karol</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6407">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">517191</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebelution</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41931c5b81e06cef281968c7f3c74d1ab44bdcf4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WjvvwAX0mdWwq3aFuUdtc</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4005">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/733bc7148161594837facf51d8b3608f116d0776</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FjkZT851ez950cyPjeYid</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103814</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby McFerrin</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10458">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42d075caff085c08c1446f0f29bc78a7409f6207</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Laflamme</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Oy0FvqEiCHc8tqUUawWQN</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3674">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee4c11a3623e5b02cf80953cc18fcd0dfcb1f7d4</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6etIM3JbzGPxTdfNWWfsVH</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The McCoys</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15728</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5334">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74lTWE4DqbFU3Vn8z4uH72</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lakeside</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e78404ac2ddb834d904bd869222ece0ba5ed384d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'electro', 'funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139505</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/426">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">X Ambassadors</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1707217</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NPpFNZtSTHheNBaWC82rB</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9669e02d7b9ed1a288c332bf220600911174650</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'modern rock', 'pop', 'stomp pop', 'uk pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5381">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00046fa8ba889f192614c2f23f148894e1a0e773</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aZNPcxUTyaFNDelbcw4eJ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1918</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cindy Bullens</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6001">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">370</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7356d2674ac8e80070aafa26f4438e543fd3ace8</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XbQIqsGmrwU3Yt3T1z8i2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Powell</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6946">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8da05eabfc44a308fb5c6b19d9411d52771fafcf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['auckland indie', 'dance pop', 'electropop', 'etherpop', 'indie electro-pop', 'indie poptimism', 'indietronica', 'metropopolis', 'nz pop', 'pop', 'shimmer pop', 'tropical house', 'uk pop', 'vapor soul']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">auckland indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Broods</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">403977</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r5Va4lVQ1zjEfbJSrmCsS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/145">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1975993</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66lH4jAE7pqPlOlzUKbwA0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miranda Lambert</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f65c4cd1d9c40eec469e25182c5a049bb068bd1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8670">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05969c013975c0cfd41734bbfd86b917c5708cf1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28600</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap', 'toronto rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kardinal Offishall</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5P2rwRBgIN450RaJxdjYdA</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8511">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'horror synth']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Howarth</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ia5S5H9yoQpc9Hqy0cqAU</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2971</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/013c703b07d13a1c468053b291b0351146ef8bf0</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7134">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0a510f1be43dcb3bc104b2b089342887fa13463</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dead Weather</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AZab8zo2nTYd7ORDmQu0V</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281932</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'punk blues', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1589">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Macy Gray</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391507</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ylR3zwA0zaapAu94fktwa</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b5cf3448d481375b9810e32825dd90e7d2f83d8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1293">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/735b5e03001d39c0efff236a27fefc023ad5a697</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CxZzQFUTM6AzgluGwtq5w</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">507229</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Wilson</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10836">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25713</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41a39213f09bceb9347f2f32271f8dc0fc0642e0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38ULknnQK6G4oLJtTtPkkM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultimate Spinach</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'psychedelic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/40">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GvEc3ANtPPjt1ZJllr5Zl</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bazzi</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45509320e642ccb504b927598857768df0468dc6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2037540</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9830">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4i9B3FTEoiNiifknQvEi2h</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['madchester']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">madchester</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Revenge</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12e7fb577f95f944587788d5ba2bd81c7f9e4df7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">796</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3593">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'classic uk pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3110</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aLNBjOlzOCyuFmytbbeYM</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matthews' Southern Comfort</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e60fbc828c210db99fd3933cc14a46dafabe38aa</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8891">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4q0H9iqwLYvxxMkIw54AkL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a2540f3e75c5711a148c64c06cbb67146596751</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1987</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge pop', 'post-grunge']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Panic Channel</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7463">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'turntablism', 'west coast rap']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56OMwqr8qaLIRH4ZrvvdXq</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132584</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5e3f96c38b5d528a8a078504157adbfa9f7190e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dilated Peoples</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4696">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aOH5KvTuMD5COYEt7GaUg</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit house']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23574d63731b6d1e2493d59a0f2a97b6857900a7</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1132</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit house</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Davina</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2262">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf1520ee06b1c8f139df15ae21f253af4421f153</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daryl Hall &amp; John Oates</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">916049</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'folk rock', 'mellow gold', 'rock', 'soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77tT1kLj6mCWtFNqiOmP9H</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7885">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical piano</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4065</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed5d3f9eb2a0fe4199c7fef08b3d8a14f83f69fa</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van Cliburn</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RMjtNqKOM6V36EngDqEBw</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical piano']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7863">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mbgkaYR8KNUb5s3s1yYHG</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160972</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'hardcore hip hop']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdd0632f395d17a60efdbd9db3584882a6a3e208</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Papoose</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10638">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e26be573dfaa4483c9d9379b14be391d8edf0d6</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55kipiKplrHBCZN6L1gtrv</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'folk', 'folk rock', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Paxton</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20143</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2929">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118680</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'classic rock', 'folk rock', 'mellow gold', 'merseybeat', 'rock', 'rock-and-roll', 'rockabilly', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01hRNr3yF5bYnPq4wZ88iI</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy James &amp; The Shondells</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3be6e59896f19e13fcdc0f6fbdf6558876b02886</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11501">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C.J. &amp; Co</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IOCDcI8qig7cQN8aySl4f</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5914">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Restless Beds</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iHiC3gDV2yxUdZv0jWrGt</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1624">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ay15wt0QChT4Kapsuw5Jt</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">401999</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/def325e7f9a1649415f560231926d17cfbe1eb64</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clint Black</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7700">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123325</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'lds youth', 'world worship', 'worship']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Story</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qKOMcuFgagNQJWHHK7NY6</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f62622fd211b562de1305c91b12e4ca8dec8cfb2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5761">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3b4b2152fce4d104b22cb12692c17d060fc7cc8</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52yUzlU6QBN8NxqTXOWCnW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vinyl on HBO</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29898</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3117">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill LaBounty</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7F81AqbZ2eUSjf9FpVptwO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3961</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9579e6a96e8d312d88992974093e0f40ebcba4cb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2949">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dc18b2eeed3ef659d287b7d3fb03f1bad940044</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'progressive jazz fusion', 'smooth jazz']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Be36RHAlqJpfUt3tsmUQD</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79911</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spyro Gyra</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3324">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1142c1fcfe958a3b0e3000c08840dee5ed0949b2</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dmPX6ovclgOy8WWJaFEUU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kraftwerk</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'dusseldorf electronic', 'electro', 'electronic', 'krautrock', 'new romantic', 'new wave', 'synthpop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">377077</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10672">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bc65a7a7d0d468112d968dada95992b8ab7c829</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2815</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Z4J5sccklnnhIYLXoW2rF</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Firesign Theatre</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7363">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YRwUbRxrawmnBdixwJi5W</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'deep regional mexican', 'norteno', 'regional mexican', 'regional mexican pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9ddaeaf8a86c49c90a194bdbbed0030aef12205</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1067914</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Regulo Caro</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1813">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9490</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5aa9b6cdbe4b988208b7a823b10b5a92c610444e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gina G</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25tu0d8Po5c4IVXsZnXUU8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4381">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'k-pop', 'k-pop girl group']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wonder Girls</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Cv2vi3WTl8VZOTdrBkKdM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229674</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40dc2f6708b940a237c555e0b30511592656b1a7</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9645">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jesus and Mary Chain</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9cfc8ea5851be7d6cf868712f11cb7b13684f9e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237562</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rjlerN21ygkIhmUv55irs</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'britpop', 'dance rock', 'dream pop', 'garage rock', 'indie rock', 'new wave', 'noise pop', 'nu gaze', 'post-punk', 'rock', 'scottish indie', 'shoegaze']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10787">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2eb45a1b0b3c67444ee2421e63c00059070a79c1</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kgN90GlLPYu3JpiUZ0Nd0</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Charlie Byrd Quartet</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8923">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/610daa28e6a8ee1957fabd25004016093a07aeb7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cuVSUrq0yoSSP7gpvI6q1</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153766</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Magic</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1796">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203656</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f60a5564d7ed4b7eebbfb2b9b70e052f20b79c6</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dQgkiJm1fRkcqKOvPzysr</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brownstone</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6566">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a4c9792c52ec21c3b881542e0739d6f605799b8</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">St. Vincent</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bcbShaqKdcyjnmv4Ix8j6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">507200</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'electropop', 'etherpop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'metropopolis', 'modern rock', 'new rave', 'pop', 'singer-songwriter']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5705">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Singing Toys</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AtfmB2MFBSojaOzuecezC</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1745">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84842af3eae25b458cb62c552efc5f89aab4a3b2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bubblegum dance', 'canadian pop', 'dance pop', 'europop', 'girl group', 'neo soul', 'new wave pop', 'pop rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Saints</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242250</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TDVKqW9uhqGjwwwKGuma4</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8094">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">551570</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff6c6ecd90618f5fb0f8fbf51bf8477586c8843b</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Holly</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'lounge', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wYyutjgII8LJVVOLrGI0D</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7790">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d3441941c5494afea546ba024bc1217789c003c</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian hard rock', 'christian rock', 'gymcore', 'hard alternative']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FFTGpuvFDztqTz4t1Hqy9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51553</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We As Human</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10247">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49KUpPIaRMC6uj1gUpuo1E</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2190fd617f1a9b177c3dc6fcfe1f92f609a1e531</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linx</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">709</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5234">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GnCucI2uDaYj1j39GFxkn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">F.R. David</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eef091b185b39aa7d94b207727d0d9b8c8295388</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian disco']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20694</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7979">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b69d3177a6b7a163ddb6bd40ac9ac4a4281597a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Knight</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XJzOLYV2mF5K2JfUhJEK0</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'outlaw country', 'red dirt', 'roots americana', 'roots rock', 'texas country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43564</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11065">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Javier Colon Karaoke Band</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g6nfnUnHYEPOqiS64CcLZ</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4708">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9726</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trip hop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c2c207efca4a35e658681154db4fb929984f6f6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olive</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0r2TmTSwK6XAhAxNxTDOb4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3826">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fa8436b0b71bab55219ad671c7e1964f5f9b091</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83886</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">["australian children's music", "children's music"]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian children's music</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JY5qzEozvTdogkDTkkOMf</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wiggles</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1303">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crazy Frog</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcec7e9bd4ec35ee9289a6e4ea60890b3fb79555</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4J3wzDMI97AlGimdiVcaLb</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140470</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5796">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1752</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jake Holmes</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LuF7P74RidHXKY2b1BkAs</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd70bb0662bdbcb0b1fb9f4259ace9d254a4c10b</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9739">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4333</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c93d065110589a47105779fd14b3324b946a2f68</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Techmaster P.E.B.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ETj8Fz7tzn3vCHKFhbRLU</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9753">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andreas Vollenweider</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">harp</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MynOMOTsGz8NFcPUImWAp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39830</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2d032b3d324aa3b4ab6cbe7d1326a4ba9b8ccbd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['harp', 'new age']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1839">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">826920</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53QzNeFpzAaXYnrDBbDrIp</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23133832f41aa7fad9571a708dfde782e4fab71a</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Isley Brothers</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6999">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ANOHNI</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82138</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber psych', 'escape room', 'experimental pop', 'metropopolis', 'transpop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VJZYivuYJGCrPuOAnI7Qo</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a762535d308d838b08ce35d56cf80eaab786e87</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4415">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18048</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Jb5H8o9T7c4C13vLFpyPY</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d9b14a865dae27da4fb6af8e6ebddbbe9fcb5b7</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heidi Newfield</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3930">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27194</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'rhythm and blues']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e73ef2454e85fdd404e185733f8be24bfb5546a7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Lewis</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UocIcNiHj5n4tj1CnBzRq</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4828">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f64e4db435e6bd288d310e96ecf60ac4e364e3e</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7H6YbDjzY80v100UkfvAkx</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smooth</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">916</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3757">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Sarstedt</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e039e26fbcfe766c0def76a8eab63f218fb3d59</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ExGDjEKejMhyciAgxPe0B</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12461</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7248">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tbxcCCM7A71cmkzuB8lyH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119543</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plumb</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36f40535e8b79bba11cefe06f17dd47dbc484446</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7671">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SsVbpTthjScTS7U2hmr1X</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fc90ac59c4e184ca10658f3573368cec64571b1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'trap latino', 'tropical']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3829119</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arcangel</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10146">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ac4BPNFDa8uMRC4jDKmsH</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a567afc54e20a2a5ab9cbf9da4506bdae888dadc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1085</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Martin Band</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5497">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac McAnally</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1873</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dSu4iBQikoVlBc43gwaHY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11d95f7d3ce4d783249f0909d7a70159175be681</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9663">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47252</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2cd0a26a59df1c272d200ef58f648dcfe7c2b50</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13YoXxZt6SLg96dQE1vkHy</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'nashville sound']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suzy Bogguss</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11435">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7cc6dc05dfae0ebef951a7f4094eb5dce8e93be</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TtUi0QdWZ9McITIOceTfp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fifth Estate</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4588">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B2a</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69AYHph0aKhzA6FxwL9UT2</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97368ad17cf027d249763e307f0a7e52a863d43c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2865">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afde2fdd14f8c8ca23393f257e3a369a234a24b6</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Simon &amp; Garfunkel</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70cRZdQywnSFp9pnc2WTCE</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'folk-pop', 'melancholia', 'mellow gold', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2097377</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8730">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31148</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King's X</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tn79LMMIdIT1T0TXumjaH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6896cae7df2fb4eb9ae563558119baaf315a5c0</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'hard rock', 'progressive metal']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/271">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/952df71257405ee2ff2bfc137374ee6b4b67bab5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SOB X RBE</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TImI3DW7o5MdRXJs4D37h</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293657</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'trap music', 'vapor trap', 'west coast trap']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9569">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cocteau Twins</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'art rock', 'chamber psych', 'dance rock', 'dream pop', 'ethereal wave', 'folk-pop', 'indie rock', 'melancholia', 'new wave', 'new wave pop', 'noise pop', 'post-punk', 'scottish indie', 'shoegaze', 'singer-songwriter', 'slow core', 'trip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Wabl1lPdNOeIn0SQ5A1mp</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239325</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3d256b560f88164c5346543311b0a353c71cfd7</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/877">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4292e99f89f4a9e75e9723da5a0d592ed307215</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keri Hilson</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1079699</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'pop', 'pop rap', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63wjoROpeh5f11Qm93UiJ1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3687">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">425144</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe3293c414361d15eb92ba8124279ecdc58639d1</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Cliff</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'roots reggae']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rJ3m1tM6vUgiWLjfV8sRf</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5768">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucille Bogan</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4747</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e606e3e98d5de721c078d38252f3a492d550d5f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cDKW2JF97WZ5ruG9Obfdf</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country blues', 'traditional blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9387">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Streak (Motion Picture Soundtrack)</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sImPqqoy9mxcalQe3AbuP</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9db46f86787dd97223a696f5e75135835bd471ae</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11106">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean K.</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cba2d44a557b14a15754d4d8419a132da03bc9f9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GZnWODgp04RCsH7kv6NLA</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11413">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134904</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KNDYRKdCzuKzCCUyjAcF4</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NB Ridaz</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9cee1f68114aa4502aa275c56d32e1c1d5e02d9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3667">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8668</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e80a82a50c580d33530fc41f15a8aeb7e35013cd</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edison Lighthouse</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NRzxuPpdGushT8YmF5NAa</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/113">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dfeR4HaWDbWqFHLkxsg1d</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b040846ceba13c3e9c125d68389491094e7f2982</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock', 'rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18990493</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10399">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Daisy Dillman Band</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aebd0e1b018feaddb31200bfad8789ae8e3dee0f</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vZVFcCRwXQi3YPWumsjVP</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6932">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'deep pop r&amp;b', 'drill', 'hip pop', 'pop', 'trap queen']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">401525</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gWumE1wMALHXANLSIt054</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/719f2736bd8e113a840190781a013e946fdfa92e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dreezy</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4804">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.a.d.</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42395b5f9bed258c7359be8197e4679b338c6179</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FCdT6C0eVGnlw8DnqHCFV</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7756">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145583</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'chamber pop', 'folk-pop', 'indie anthem-folk', 'indie folk', 'indie poptimism', 'indiecoustica', 'neo mellow', 'pop rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UAk61T8PItbpgEi9u7ofY</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Belle</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f540444216f530cf591e255ce116caf2ce6c7f9</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6007">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10284</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'deep adult standards', 'easy listening', 'lounge', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bceb77b30b799f20656eddd748eff6e73c8fce81</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Margaret Whiting</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZGDxHhju6eE8ja4IyGe87</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3878">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scott McKenzie</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23465</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7d7AZ3CQC457bFhK0wHpSO</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8346a8394cd4dfc7c13c65773f9ec2a2107ad1f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7584">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69690</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'progressive rock', 'symphonic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7871fSXc37bZiC4UXaY35j</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a17e74e2093d2562e17a36b6e08a8bfae7c0ba8</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Anderson</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3880">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GbqW5TJr7n4is453VOY4C</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187183</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british invasion', 'classic rock', 'classic uk pop', 'folk rock', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Procol Harum</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78ebadcdfb88efeda235ad9e6f49ce8a72e197d5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3821">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c463335d6a11d81db0d1b457b292ca3c6b196e66</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55WCM9xjaVzZYf6o4lUrwH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1221</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eternity's Children</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7832">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cfb5734abc8c21188d49861a205f2d8255e5355</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Crowder Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308531</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DhP3bGT7dzr1dCkkH5mTS</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'roots worship', 'world worship', 'worship']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1319">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'modern rock', 'rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ypxebeHEIXjMtJb17uJlI</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94f3f0804a447559866696493de025a5e6a79d02</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jet</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">357766</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5133">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benjamin Orr</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FV7vG3YdZqITxCEbUK98Y</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59837220dc97a4928c5532d8a34e54e47cb25358</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4748</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8220">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DsdDxHs1zAwOgWDPgNS7l</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dredg</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51418</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f164543d079227824b0c34813cabac2c95d738d3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10512">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ministério Zoe</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bxqwbU9pD8GXcuSmNSSHU</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">534695</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adoracao</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20efca447bcb2c98f81533287a8304e1585206e4</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adoracao', 'brazilian gospel', 'rock gospel brasileiro']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2444">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c4b310dad4e8a21ba8638958f03462f519b43c9</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bpvhFSIErguVNQUiutctF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26648</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Climie Fisher</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2520">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'new jack swing', 'post-disco', 'quiet storm']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The System</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22606</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67NN7SgdxKesGnxZOB8YeX</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43356dbb1c63aa710c68f44232a56956e4e314cd</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8240">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10tysauSA5JATqniBDu2Ed</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17d3aab979e6199588426c317c95b8c55f849edb</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60932</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dodos</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'chamber pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10885">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Palm Beach Band Boys</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XJQ9FUGCBVCHC361JZn31</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34f744b1eaca2f903b32979cb669a581faf987e4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5279">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova jazz</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova jazz', 'jazz funk', 'jazz fusion', 'soul jazz']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hE3uA2w3guHeKvuc7BpRr</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29936</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deodato</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e9f7ccc47047584b48453ab109e5658ef2921c8</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8747">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sGx32zrdgpSQybEVnywmT</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46896</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e33cb7097b2d3be034c65bbd7f6447ce83fc5d0a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian ccm</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian ccm', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starfield</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6489">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan McReynolds</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/190a63303a7323bece0b4f08cbba3f8a719c7049</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ItTHwcEtFh6DEOBheMub9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92664</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2610">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1349296</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b9eeb6ce3dcfe08218098a78565fbf214034a5e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Brown</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'motown', 'soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GaxyUddsPok8BuhxN6OUW</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/201">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82babf927d68d75373df483836b21aa4bf9446d0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2633091</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foster The People</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gP3bB2nilZXLfPHJhMdvc</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indietronica', 'modern rock', 'pop', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7267">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calexico</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'roots rock', 'singer-songwriter', 'slow core', 'stomp and holler', 'tucson indie']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130929</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f295f0c88fca0be2bcea2392c4c53b130016c57f</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OmdWpAh1pucAuZPzJaxIJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6500">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98340</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slaves</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9dadbc87db8940d5d12c7d480cb5b3ea31b18e3d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rMxZovfLSDjEL9eI2pKo7</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-screamo</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/634">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MlOPi3zIDMVrfA9R04Fe3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie poptimism</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">870006</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie poptimism', 'modern rock', 'neo mellow', 'pop', 'pop rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4838c1c1b0d440234ed21fcd3856e7846fb1d408</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Authors</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1401">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1goOx6gnQdUllLfSMsL4Rt</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'new jack swing', 'pop rap', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439047</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marques Houston</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f04f3bcfea5d40eb0f7ab4557efef8453e28486</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7470">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/883e65250a0a093c80a7bcd6110ea9b97f69a0ba</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tasha Page-Lockhart</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zZQLaa0QywvY1HZdOAR3w</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33845</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9493">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Mullins</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53999aa1d856d80d96095b2f38755e88dd3aeac3</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50899</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13UhfW7GPizrArBwq7ugps</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'deep christian rock', 'roots worship', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6183">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/118cea1a9229233ca3bebe3658a1639570d4e8a4</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EZWsXJ581lp6c6w3oDifO</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">596</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Larks</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2462">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a830839673ed4cf4ff92559b588a7688560514bd</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132777</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Barnes</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1k5aZWIOUbUfKcnMxtEivJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7816">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative americana']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/518446f35afebb356dbaacbe1f51144ac5915323</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Schneider</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YOxTnmYogOpUPxrNTacvQ</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27074</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative americana</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8699">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'electropop', 'estonian pop', 'indie poptimism', 'metropopolis', 'post-teen pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104855</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IFgewC2urR62Fwt7uAU03</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/892ce5868922fae554ad68ab13beb607e62f1b3e</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kerli</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6308">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'metalcore', 'post-screamo', 'progressive metalcore', 'screamo']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46fbe95d874c6d2fbc178f7fee9e0a29fa97f0c4</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60005</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JGTiwfinlCuANGu4Gq2XU</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silent Planet</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2992">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syreeta Wright</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">396</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1w9siRuoCBkWA60hGoXZCQ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b5a0d3a7bb2f7113a8a3b318ac28f93c2579875</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1993">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11596</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rlS0SzVFk8BoiAW0fGBbN</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df7a63c573a60019bfc5b2965f8b45ede0edb5c3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Salaam Remi</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10078">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9af5d5e707d75143a4fe8b34191f70dad4abc530</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gail Dixon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wHS8GkPTwLlp25fuXG4jv</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9607">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elastica</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57947</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3l14gV4hIMAjmo7KUvEWTx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1209352f7da3a0bbfb9f14ec839a4042358a1ad</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'britpop', 'candy pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11118">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06d87fa75f66ed699238dcfce531db73cbe5dbf2</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JGFm3osllhtiPP8rLSza6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nightcrawlers</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1711">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'turntablism']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64433</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heltah Skeltah</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/062a6bfd4d4ec55e83b45ae6bb5602655a3f72a7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VimeBsWv0rmWzxd6roZZC</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10546">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d74bd37e878da6d4af350f92cff0ce597a058d7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Off-Broadway Cast of Godspell</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TdbOYpEQb0zInRuXiNY6r</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11251">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e97956c6ee646c10609c057c85195b299409e69</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MPJKwuEzyWgfueKrogllD</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Louis Walker</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23233</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5441">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2887</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Burton</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3axaLrA0gIANDLYAv9pC9P</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce84ab238c59d4918df071d1c89b085974a36df2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7703">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Oim8XBPbznAa8Jj8QzNc8</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ff8722c3d40ec206a68eec65202adb0c68bb5b7</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'chillwave', 'dream pop', 'electropop', 'experimental pop', 'folk-pop', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'modern rock', 'new rave', 'nu gaze', 'shimmer pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191936</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cults</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4448">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455ntbvzeFL1bIcEKhlebq</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diddy Featuring Keyshia Cole</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10112">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fastway</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/768e3e526f1174542d91a0ee38537cd63a536dc0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eD005d7pGOEYD3eWVRecb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10810</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2747">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sqx9H26c481TyCaYMllYu</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Headpins</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6079da79657360ecaaabd37b085d2fde92b9fbfc</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12873</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1292">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Depeche Mode</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ec1d1c7a48df4244f0ba708eafd28b7afa6166b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2439063</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">762310PdDnwsDxAQxzQkfX</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'permanent wave', 'synthpop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7158">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18563</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'speed metal', 'thrash metal']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Metal Allegiance</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WMCrmC96IpOteF4W4mZ3v</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9abca8145195d103831602a6d8b9ae3a508e0468</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6424">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brynn Cartelli</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NIPR04MgEH0K5uv8Gn7ek</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28102970d7629b88216bb2eb359fa035ac0159dc</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian talent show']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian talent show</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16126</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/897">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'pop punk', 'pop rock', 'post-grunge']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2314826</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6bde9a790ba351ba6304519df301ff909a69550</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3 Doors Down</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RTUTCvo6onsAnheUk3aL9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2984">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Temple Of The Dog</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'hard rock', 'nu metal', 'post-grunge', 'rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78d5dbf2f02b71768400bc471356f6aabd8f0a57</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559822</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iHb0mCbqZTYeb4y9Pirrd</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10093">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keel</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19422</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4723ce506442fb8d6bce18bd89c5af39070e1e10</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FgJrE4LGXGhaygQTw27Y2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5196">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dea576988995289b8bc9b17504a380bb78fa5f18</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NEZJBSrARPOusiStgoIQ9</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">752</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jules Shear</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7622">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19218</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dirty Guv'nahs</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0704a1192c24b440c881f006abdd1d0929bcc64</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4h3cy2TQzlb5Aklcr2CghR</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11486">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3l9NmN2xvoFKpToiAw9bCd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Total</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5910">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c51a0a5d88458651b99a29dc0201b489d85b3c2</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max Frost &amp; The Troopers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">754MJLtzkbA0nNvpB2pUvy</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">299</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/761">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/869fde0dd0284f3bbedeaa7151ed4d5625627a0d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">262864</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'pop rap', 'rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SAugjIcuwNPKS4urSB7A6</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Budden</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7436">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33bzrYoIWLx5uox3y0VtHn</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo', 'bluegrass', 'jam band', 'jamgrass', 'new americana', 'progressive bluegrass', 'roots rock', 'stomp and holler']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dc05612c79a22af81fd26a8f7577115837695e4</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greensky Bluegrass</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109570</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/991">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Common</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'chicago rap', 'conscious hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'neo soul', 'pop rap', 'rap', 'southern hip hop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GHclqNVjqGuiE5mA7BEoc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">529028</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/720db87a87714137bb7e0c177136f2095ddd5fb1</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7952">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">In Fear And Faith</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96be5ff2c8be05dd801abce6eddea0eae1111a3f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63825</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19HgKsSbdKYlYmitK3Y8uP</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10892">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angelo Mantovani</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eda8ab5cc9e29349c0d2020cec06bcd918a7cb4a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28bWgnE2awuRCHBgFJUpEU</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6434">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230829</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44e01c91e7fea83c93e03585b139e1ae6df6cda0</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nuc29fYGlQbIrwh4yrNWd</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lake Street Dive</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston rock', 'electropop', 'folk-pop', 'indie folk', 'new americana', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9733">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'cool jazz', 'easy listening', 'lounge', 'swing', 'vocal jazz']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mel Tormé</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83836</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29de04b93c1e8e70ece8f13e41d99f63b16eb525</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X8QFzZ1HqwPfwDfyjtwXC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3166">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77d30712c86f38b8b272a8e7edff437461b1bcea</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'country rock', 'michigan indie']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16852</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67SxctqWYOGe8lthWjTDwu</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brownsville Station</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1334">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yV1qdnmxyIYiSFB02wpDj</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Postal Service</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365399</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'seattle indie']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/034778d5916fdfaacf926d7ec0e7440f717cd064</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10361">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faze-O</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e3e88083c3ac649a1a8ef65a9795ea328413e58</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco', 'rare groove']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5736</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KzfI3D3E4Sj4khfuceLi2</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6711">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Walker-Smith</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4leTWyczsXYGlzUh8sFGSz</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201141</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c1d515ca7856902a8eb8a68afe284fb8a66572d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5235">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48141</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dubstep Kings</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87340d8f380378d5adf452e6e0ac8ffa5d8c342a</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00LOnYkeGDHqysY5LvyiqT</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10944">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6M7ScGp8p2GspFJaIMh1Yo</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2410</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5934f078e93eee9baf3e467878e39017e1b71557</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cool jazz</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cool jazz', 'hard bop', 'jazz drums']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shelly Manne</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3748">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coverchill</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b1ac469c0cc76d03fa4f93e8550e6ab215cbb89</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12840</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cylxW7HGdK9xMdubw2oYW</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The O'Neill Brothers Group</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coverchill']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9895">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['old school hip hop', 'philly rap']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Three Times Dope</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CiruHXr2TFLIyCrrXhykK</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14404</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">old school hip hop</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/677d5ccae24ea7b2005d80b3c37976e4e78f3f1a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2746">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FrpdcVlJQqibaz5HfBUrL</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick James</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">567796</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6c035ae9b2a8dd5cf6a3c5f4a0b274d5ff2a605</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/746">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LL Cool J</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">751342</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77705115296b3f2b788c4fe37bfacea73d9b7370</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'hip pop', 'new jack swing', 'old school hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'urban contemporary']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1P8IfcNKwrkQP5xJWuhaOC</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3539">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2760</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WNQHJ6HeMlIxyjPQ2PrF5</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pacific Gas &amp; Electric</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32a87ed1ef2eff2ccc65bccf6ebc14fdc5e5b349</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1176">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'neo mellow', 'pop rock', 'scottish singer-songwriter']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zzrJD2jXrE9dZ1AklRFcL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed907e4fb1312a29d8f32d886dbda80f2f02dba5</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KT Tunstall</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236043</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/918">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jazmine Sullivan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gSjFKpVmDgC2MMsnN8CYq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">864439</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c44cb365c0c87157cb1842615aa6ad7bd8a1245f</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10140">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wooolrz2Ur24gt5pjs4NM</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Small Zebra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ca1c934da09377bb4ac72567f0f01d31d3707a9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/841">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3646912</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yxSLGMDHlW21z4YXirZDS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/310a6ff93e35a6c86e5eccdd1fbab32753288476</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Black Eyed Peas</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1669">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lit</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mgr0FFpvy267wKVAYg8qp</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'pop punk', 'pop rock', 'post-grunge', 'socal pop punk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/930559d8e8da808f86095ea6a739b0d049a12364</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159870</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4736">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Crouch</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DASyRU6NbWj1kgsphI6f8</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9778">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c15185d49e61dd9dd2b54375760ac18f9eaa5ded</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm', 'brazilian house']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">illusionize</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RloA7E4XMItSP4FjMBv3L</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186771</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3994">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">norwegian blues</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.T. Lauritsen &amp; The Buckshot Hunters</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe5503b5da6139c676d1002b8ef81c</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Krddkkhkhg2FSbqQbKmp6</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['norwegian blues']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/863">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187939</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['otacore']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8880f91c165aad68d64e5d750d7c01d6574a6de2</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toby Fox</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57DlMWmbVIf2ssJ8QBpBau</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">otacore</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4298">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25JN9vPFGeYAhoaYyVGuwC</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Lucca</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac4e3d3a1fcbdd28284a994ec866d76f65ac16d9</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9822</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8591">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72051</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4f993dbaafca3c7321ddb3fe52e2094573012aa</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'pixie', 'pop emo']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meg &amp; Dia</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77YbJ4a9IlKX18ck6qoot1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5105">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30ZqCPhfRzzWcgIbXrbHnU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">939</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Francois Kevorkian</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4780">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1r2xQQhIstVJUF9vsYHg2y</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lina Santiago</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8865">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juanita Bynum &amp; Jonathan Butler</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zDYVOBJPToNWyPKFEyIKh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/803dcc20236c2f4e8eeda113b23d1f646fda2745</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5336">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1526de3b1a30323c7fa4725adc653e8431b89e09</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Night</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HNZlk9768DFvKX0FZse9S</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/76">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">741766</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kip Moore</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hJPr4lk7Q8SSvCVBl9fWM</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0b90f332aaeb2c7dc1647fb3b652129ee8c5f43</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4571">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fake']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6imgPvjUxWkB5xtymEArjJ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d358ef5d737265b7609710976ca38e961832073</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Star Tribute</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fake</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3329">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xFEMNgpHllYKpXR6wr9zO</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c8ded1894df6238f8bf8a6c34310aed4120818f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">628</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Fairweather-Low</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3091">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94f8fa49e6ac6748393ff020567c9b95c7f48c18</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boney M.</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">497153</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54R6Y0I7jGUCveDTtI21nb</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'europop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10029">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colin Cameron Allrich</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0G75MnLZkw6Iuur2hFNLpx</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2825225a2aaa9e45d688c648746e2bab652fd96f</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6377">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d71450965e8acb38268f6c6c53677c9567a20068</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian indie', 'christian music', 'indiecoustica', 'world worship', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">298619</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Wickham</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5d1JhBfyb58upMXCZOdbQu</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10626">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ix7Hx8Af0jg9X4OfD9sYR</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28501</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atomic Rooster</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fd9cae3e7735d4881edeb75d98a26345dd5d578</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'canterbury scene', 'classic rock', 'hard rock', 'progressive rock', 'psychedelic blues-rock', 'psychedelic rock', 'symphonic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/67">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5930360</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wyVrVrFCkukjdVIdirGVY</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo rap', 'miami hip hop', 'trap music']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aafa5a282b9af40a1a683c8fc20af99d7cd9fbdd</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Pump</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo rap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9433">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d886daa6b2d525a125a6082375a08d6e1e0395b2</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3434</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Capri</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uyaY0tejAqe1ghCsnmBPx</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/398">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['viral trap']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b910d40739ad7720a92e280ee1725e153e36f18</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49877</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Suede The Remix God</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7z7kN3prU5FQJk32gTDYAW</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">viral trap</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3066">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24100</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'funk', 'philly soul', 'post-disco']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Instant Funk</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vxhgszTmEHgbNJM7Xd3aW</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1abe480a539adab7908d114e3e32e97d642c6cc3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4006">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flamingos</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iygtKnPG7TRvDaTYcLOd6</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27240</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e2dc722f00efff50bb81d37ae785963f3e74279</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10748">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LJl8QuQDpOhPdP0JdcdQT</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joy Saunders Lundberg</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1209a107b73946180d00905a60a580685eb1b618</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/193">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251921</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Lane</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68abRTdO4meYReMWHvBYb0</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c329370b13513bb6e9733c3c9e065cdfdb2c6bd</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4562">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">555</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Hahn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73yonhSeG9UY7shqUfk6cd</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9327">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53Z2RNY4OYJ0Galu6AWzxF</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'uk worship', 'world worship', 'worship']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62951</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b7bbe7604e6dda0194a3ad1805220ff1302aaef</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delirious?</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9659">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boy Howdy</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3026</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AcyhCU0sIqSh1c6BVh68G</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11332013a613a27a03843ca2b8bb28d6be91bbc9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1558">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ff53KvcvAj5U7Z1vojB5o</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'europop', 'pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1047521</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">*NSYNC</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c56cf0cc89c8ecfec7145cf065ea2006d0706605</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7013">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iswhpc2w6na3lS1vehFXF</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213920</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otep</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0795cd8c24582424869bb38d3051ba597694e0f</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'rap metal', 'rap rock', 'slayer']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11296">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tha' Rayne</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MbYIRNlHvHv43cBpyksSe</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/182864a7c927479587165be377c455c959f6e5eb</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9439">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Carlisle</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PJHDzdFoQcklrWU18QdsU</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/624d5126ef2c497b1d6e80da809e8f4cee3e21b0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8793</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1211">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cassie</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27FGXRNruFoOdf1vP8dqcH</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da51ac34792a4c784ca1bb5fce218866f70e0d0f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'pop', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">738240</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4912">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">616</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Young</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd16a30bbf05346c9a760f8df3e40fec50e1f6a1</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OJ1GQ2dP0EHWt3PbrpuI5</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6271">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Crawford</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48QdHdRanCXdBt6lygsDES</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68a12a656dfd53104626ac6742afbede8798fa12</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1839</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11232">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">495</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Elton John</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TQm48ajZxZ3u4KNVckeCr</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N249a252dbe1440b3a26fc98155b12275">
+    <rdf:rest rdf:nodeID="N8600074d216f4fd9a5daca641a14d2f8"/>
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/main_genre"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2420">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13917</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Safire</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bPnZHwJqIfsZdVLiZbA0a</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/534fd76024dbcb70eb9587eec9d5a2a497096e50</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1811">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Engvall</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffe87f698bb56f5a71540122576c04f33d7c67c6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35662</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['clean comedy', 'comedy', 'comic']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sCa5KANHoHo4NuGextoI9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">clean comedy</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6507">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">684673</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3af4e33f9deb107f9b2768ddd43def679ce74813</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie pop', 'indie rock', 'liverpool indie', 'modern rock', 'rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ya43ZKWHTKkAbkoJJkwIB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wombats</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3988">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/baf9595bd09afbdf1f413f750e03c4c6776a162b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11681</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BM6qze88exQPVILQpcYpj</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Standells</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6242">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BDI9Iqt24gl4RGdS6hWs9</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Peterson</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/753ffe6154f5ceb29954da2874e4ecd20ce24778</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11391</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10980">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UVlK1HFCfN0cXRiXwMNGS</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Jennie</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5d4daa4751a1a4ca021cb542cf96594f3d64758</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10527">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2b55dbd16a0ee591e5d899530cd6964bde983a7</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Sq69YxAdk6iFo8Q5AFpyw</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brabanconne Marching Band</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7097">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7958184e76eaec48937485e75d9f7e6d26d097f</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'rap metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05fG473iIaoy82BF1aGhL8</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slipknot</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4830414</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2369">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz organ</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10b681fb63e47040c1a9de6adbc82afb394b38fc</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">626</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Shaffer</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz organ']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CAITNejdagAXH9Scdt97z</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N9ed0f94e73554675b89e9dc642aa0c43">
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/popularity"/>
+    <rdf:rest rdf:nodeID="N1a7764a56ba04946a9647f88dd3b7c77"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3824">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pigmeat Markham</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GJzkNMzrQ8uGjU4gzCVzq</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7619</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46516c49081d931c1d400c2096d401d012db7e0c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7058">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'anti-folk', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'new americana', 'portland indie', 'singer-songwriter', 'slow core', 'stomp and holler']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nXSnNEdLuKTzAQozRtqiI</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147986</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M. Ward</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc91f2ced63e4f96f018860465199f111c4addd4</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6140">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teresa Buchholz</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WatGNDxMr04erXhbymWY2</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10141">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75f361532987af5d3428f467ec9d5acfd25ecde9</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6764SDB0nJncdof1kz3O3U</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">537</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Rivas</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11222">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tOVsn5zFgDdFoZRNjNEZY</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52a914d70672ba74bb82ab8380387d225f32b1ae</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fruit De La Passion</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/264">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa0f248b9c15c7d9417efe05af575b5c24a650da</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DeJ Loaf</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1048103</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kFfY4UjNdNyaeUgLIEbIF</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'detroit hip hop', 'pop', 'rap', 'trap music', 'trap queen']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4097">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8fb3db514ab682a9738db38bc40d0b23f5dd6d8</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CsBiyjBzZ8ZWwEpcMg5fy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12538</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Boyboy West Coast</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9660">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kalmah</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">finnish death metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67502</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4294bce00176590185e2bddc6a7797cd1bee11f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['finnish death metal', 'finnish metal', 'folk metal', 'melodic death metal', 'metal', 'oulu metal', 'symphonic black metal', 'viking metal']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YPVtFn6SsYNntkmrdDpGF</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11101">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/967c311047800dcadccbdedc1f6b0a6728e624dd</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22YfSnC7DONMECgXR3kRvl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Relaxing Guitar Music</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4217">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e0a4cf67d454c9de58e985e44e318d3688beff0</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leonard Cohen</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l8VQNuIg0turYE1VtM9zV</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian folk', 'canadian singer-songwriter', 'folk', 'folk rock', 'folk-pop', 'melancholia', 'permanent wave', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1483626</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian folk</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/462">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1409316</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25u4wHJWxCA9vO0CzxAbK7</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lukas Graham</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">danish pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90dc769bbf85af5ba026a6dc8c8a55a876e2ae1e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['danish pop', 'pop', 'scandipop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8494">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zOnOJY1TMd0sCkNknjyuz</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4435cc4af3d56df8dce6be23cae3f0582463b383</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">472</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KRS One &amp; Buckshot</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9272">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a20c88227a31aa902b282ae3a14577d67bad9dd0</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29FJATS7jnmwSwTRmffwk9</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vina Sopranos</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9310">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic praise</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db299a7dcd63d3c0342e25134a4326ea2790b0f5</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15907</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic praise', 'world worship', 'worship']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Walker</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67Bvv2wUyCph0smNq72LrK</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3492">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'memphis soul', 'soul', 'southern soul']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mel &amp; Tim</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ubLClBEuddw29m7QRx4IL</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4509</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bf1bd37f9671adaf8504fad6cc1248728a9d374</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4930">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miki Howard</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cba5953f10951346d6f44ebd52b2fe1ebb863832</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110992</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GTUAEg2QH41GgTmkIldjh</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2191">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77tBvvyd6SD4Y9Um1xcbxP</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188158</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c4540e354c44bbd6366b118ef0cbd9711513147</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lita Ford</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7393">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40478</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Béla Fleck</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edff5f62a4a651a39ee9c7bf0e879f9c35f31756</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ka8z2lwkcp13fG8Wyv3xU</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo', 'bluegrass', 'progressive bluegrass']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/main_genre">
+    <ns4:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    <ns4:name>main_genre</ns4:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7968">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c30b00cf84d08e08ab92d323ac4414f421f70086</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['antiviral pop']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12837</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DG5KVTU0OthnYR5YjbuGb</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">antiviral pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Screen Team</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6184">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Claus Ogerman &amp; His Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pHwdxwBh77wIrb3wYchub</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/873cab86c14e994cf08009fbd4197647f0bfbbe6</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/887">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cage The Elephant</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie pop', 'indie rock', 'modern rock', 'punk blues', 'rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1644004</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f50bb245648f81ff86ac941e01b9912f5d9713d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26T3LtbuGT1Fu9m0eRq5X3</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6744">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yeEmsTQMNHBlS5dhWtuD1</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36c6743cebd0d8642694bba570f7c1547baa5c49</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doom metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doom metal', 'drone metal', 'epic doom', 'post-doom metal', 'post-metal', 'psychedelic doom', 'sludge metal', 'stoner metal', 'stoner rock']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pallbearer</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47261</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5229">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe "Bean" Esposito</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3011</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PCSnq8Q3hxOTn3ro4cl0M</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists/nanopublication/048d1a09/2023-10-20T13:24">
+    <ns2:generatedAtTime rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2023-10-20T13:24:00</ns2:generatedAtTime>
+    <ns2:wasGeneratedBy rdf:resource="https://github.com/CLARIAH/wp4-converters"/>
+    <ns6:hasPublicationInfo rdf:resource="https://example.com/id/artists/pubinfo/048d1a09/2023-10-20T13:24"/>
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#Nanopublication"/>
+    <ns6:hasAssertion rdf:resource="https://example.com/id/artists/assertion/048d1a09/2023-10-20T13:24"/>
+    <ns6:hasProvenance rdf:resource="https://example.com/id/artists/provenance/048d1a09/2023-10-20T13:24"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/291">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2085513</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/250f37e935fcb95ef05c5b0951593f16c788b41e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julia Michaels</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZED1XzwlLHW4ZaG4lOT6m</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10228">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arab folk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fbcb2e1ac44c53160c028c1fd76a683cca85c24</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lindley</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l3MU8zV0Rf8qyB7dae38J</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arab folk']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12368</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6517">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1c162227fc61a168b4f87d0bfff278771e546f0</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">640403</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie poptimism', 'pop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1t20wYnTiAT0Bs7H1hv9Wt</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EDEN</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie poptimism</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/795">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sirah</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1aee1713ae3b0af35b584c4f9054bd6034ee75c6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14393</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oAazIwC0nAYkOKVQPUC38</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9777">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Compton's Most Wanted</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'west coast rap']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d3fde63e14ad735d96eb861225b5b8b6dfcad2d</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SAPzv3jNXclYYSHOnJyjg</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161875</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10995">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">622HMYOaiqowUmcd5t3b7t</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock', 'kiwi rock']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38d2f8cb4d2e8947e88025e6aef7079687f0871b</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45705</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dragon</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2922">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40f39e48362c76c3c794a28466922e0f405d7b4a</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'smooth jazz']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100976</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grover Washington, Jr.</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05YVYeV4HxYp5rrWalvuE1</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5281">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d9851b50acef14cd9289c3bb56a7c7a2a8c957c</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6923</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bertie Higgins</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qzZ6bMrjK27yHGVjs4Pvq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6016">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'merseybeat', 'rock-and-roll']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcf2a9bb95c157eb161f21f997d79ae4c2a53d7b</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g4Os4LNZvOQUaokeSLCwG</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6661</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P.J. Proby</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1754">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TcYeHEK9sBtv7xPbKhzHz</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anarcho-punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chumbawamba</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47046</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57d60d824eac6f8870011979a6fab6b27b97fa44</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anarcho-punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8636">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9128d39529155058d1285de08c697b0d0949ed1e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexander Sitkovetsky</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['violin']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">violin</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kQGNZMXSunnadULmqTgVj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2312">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3797rmDSZ9NURqQjo5j21N</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/754caf2f17d46679e27fef250b04472bf58a42e6</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">437</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perfect Gentleman</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2803">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uUNzXylqsZdmFDwdxaP1V</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90e52266d0463ef6215a393d55c4c8604c957d36</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.J. Thomas</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86091</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk', 'folk rock', 'mellow gold', 'soft rock']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9271">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35451f0fa8e38d8303039b8c977c1f7fb6f89182</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NL9v6KR46cpVGigM6tLoo</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of The Producers</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5825">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f1afd1f95088987423f462a33b9bd247983c48a</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vigù</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5a6kT1pzA20mrvctgELtr3</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/genres">
+    <ns4:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    <ns4:name>genres</ns4:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10701">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">478</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sN3D6YgOGmLCgBHG9PfBa</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ballin' Jack</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e406e78f195c97a97ba64d64ba0fcfa07d02627</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11466">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Puddle Of Mudd Tribute</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcf6a2a31529ed5e6cb5b2a7ff8ed20e4cd128a9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77LDEdhiukIP63VhmOXmVc</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8738">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156398</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c828b673169f77c91ec335ce6ffff44734cbf084</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CoW2DhcuWKs93YEjEY5Eq</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiffany Evans</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3581">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Rsz3E1aovbqsmLQOxgK2y</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Sherman</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15947</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3aadc82771ce0b7a6faf9904090dcd0a31473ad0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6069">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dee Jay &amp; The Runaways</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RwNX6WnevSEPIwr1AkiRu</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fcb321fd5e125ab709c3426b97e55299fee3e10</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8278">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3ab75b9034493ad77691e779632a3c7e986cbeb</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RAiPa076RxBeTBxWO8Xfh</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dane Cook</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85832</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4341">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88bad7c0f1dad3c923a099e0a87e532cd58f3fad</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5c0WuXHDBICT0GqUzhh0cL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boogie Boots</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9014">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b6470a3e06911c3fccb6ebed23ef3fc3060fc49</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jdODvx7rIdq0UGU7BOVR3</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Winston</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68697</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age', 'new age piano']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/736">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Florence Welch</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18524</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IROOdQ2fQUcoaEPqt1Isg</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk pop</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8428">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">the bird and the bee</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127388</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10d062eb0a283feecc4894d2f11d44bb5d7bdbd0</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65XA3lk0aG9XejO8y37jjD</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'folk-pop', 'indie pop', 'la indie']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11095">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Strauss</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ffu60mxLNLa7b7Z3VSS01</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7aeecfe59c909d6929822f3967f414b0c75e6b0</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3153">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merle Haggard</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c40c48783d62db32dff0bd510250d7532b856ee</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">550555</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ptmyXoL7poH6Zq62h1QT9</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11517">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Morgan</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c5cb45ccb80438b72a98a1fee3538099a004cdb</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45d3pteh2TnzUMMl27J4MY</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2925">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac85cc08d77c3398f7ab5b81a580441389d8a0ef</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Vera &amp; The Beaters</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2234</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QQBo7mfkehMjDfz1tj5Pq</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11496">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Detail</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sglKanXuoU0gqGYP3wiNv</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da2370daa1b8a5ee75378f79d541fedeec5bb839</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2433</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/979">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd6b97affde2dc37294f8c2284fb2143fbe85550</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133164</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qAuetfG6mhtDgsVIffWQc</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Boyle</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4557">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Craig David</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/390c1cf4a6765c3f15ee6c67770c32fb62bcab0d</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'dance pop', 'pop', 'tropical house', 'uk pop', 'urban contemporary']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">491998</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JyWXPbkqI5ZJa3gwqVa0c</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1545">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4huJyydJJ5UeK2tSuZ70gc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Samuel J. "Tone" Barnes</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2846">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30PLDNrx98aiT3fbdIRupF</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spys</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/010a5148caccda1ce4765d605e5f38d1f8a0414c</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8906">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/370465e9c1ce6505cce9cb74fa42791f861e38ae</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trent Willmon</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42mKjKqNCSgHbxaBFcotDi</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'modern country rock', 'outlaw country', 'red dirt', 'texas country']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12328</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10345">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25OmJT7WLjsBQgp4jy16zu</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59e98687b8ad54c6e0cd7c541b5d87710076d762</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Couchois</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3071">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Machine</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3426e2585c986c54e62169a1fecd9a3b9265d8ca</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-metal', 'visual kei']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01YHmj2sySjLjP1Q2BK2sH</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">851</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7246">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Best Coast</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'folk-pop', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'la indie', 'metropopolis', 'modern rock', 'noise pop', 'nu gaze']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247552</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YkBrE0wF8cAlq3GCOw5Eu</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/706dd1ede9ca2f42b6a2bb15e0dc240591dbaf4a</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11377">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corey Gray</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35522</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TKKVFCBfak1kInOPl7hCz</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['channel pop', 'viral pop']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">channel pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96688a224488e7d34f79946c8a1608b86f46b75a</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/name">
+    <ns4:name>name</ns4:name>
+    <ns4:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8224">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MRDkEKtdsGcYn11A4qgUL</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b95c4f69986f59dc3244a72d973d3a32e56d5e5</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115636</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Downtown Fiction</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5533">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4afbe7ae4b0a667b62ba9a903db0896e8ace08e9</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00nOM3ZEuz8vQmmFlYOfaG</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rowans</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1985">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wet Wet Wet</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2u0gw0uCWBMiqV7h0N8kai</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance rock', 'europop', 'new romantic', 'new wave pop', 'soft rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201220</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcf1448cb53ada22e4567482d713505eb35eb664</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10835">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">272</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/650ba0499fe81cb214ca2ad595cb95c131102f11</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Skinner</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e2eAnX7P8OLIeRp6BkMW2</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6464">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic metal', 'gothic symphonic metal', 'metal', 'neo classical metal', 'power metal', 'progressive metal', 'speed metal', 'symphonic metal']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic metal</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kamelot</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224730</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gTbq5nTZGQIUgjEGXQpOS</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f993aa40319bc43d45f872d0e8b9cad9047e9ecc</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9420">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Rj6rNR8zIlUUDCs1OyPmW</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f44b07e36798bbc2d6559b1d745729f69105583</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83518</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin viral pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MYA</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin viral pop']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1430">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Wonder</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/882b8b6ecd112898aaeb8f03390466cd51ee0881</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81083</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kc5AFnL1TQQdNaMdSW2UO</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'lovers rock', 'old school dancehall', 'reggae fusion', 'roots reggae', 'soca']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/405">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">776942</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">icelandic indie</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KALEO</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['icelandic indie', 'modern alternative rock', 'modern rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jdFEYD2LTYjfwxOdlVjmc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0b1df5f5c775bff70b7f67325fafd07d212ee53</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8348">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yd3mXOvxwQ8jsGTy8gIQc</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Hudson's Melody Men</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4433">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b', 'urban contemporary']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef59ae41d1570bf9dafb451f0425e78106d2e230</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aTMDZLtkFlYQfQL7bzccp</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Leslie</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115182</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5175">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alisha</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3054</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QrhSuPUQ0vDFWdb38YPHN</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91465f03be8ab5306194aa0aee9a6f59831f4652</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7130">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e5171fc9d60f062ee54c10314662b5468309147</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74gcBzlQza1bSfob90yRhR</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City and Colour</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian folk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">657570</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian folk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8462">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZQOs0TSimeaE1kMUZ2GCT</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Washington Squares</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cce12fe82c76ee5aa1c3a8ba0ae6885f7322695</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3690">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tMU1lEnU1nNvSlLhU4qBi</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">443</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93bdb9c2a4cb9bc0d15e0ca2f43b875604cbc024</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cufflinks</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5283">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d96489d682a7386fec3e1e175ccc7af41471b71e</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'cello', 'classify']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CELLOS</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">614447</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Fi8CHfO8WGtu3yO8c2Mc4</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/popularity">
+    <ns4:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    <ns4:name>popularity</ns4:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/415">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/575fe70b6d318dcea8d4448d5e67307c4853ca17</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['san diego rap']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hWs22BmQkK4czFtDLnar2</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob $tone</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">san diego rap</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158787</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8250">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29570</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72b4bfbf4454d4fdfa4ca704175cd1692b230262</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'mathcore', 'melodic metalcore', 'progressive metalcore']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Human Abstract</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SDGIFzEh9xmE5zDKcMRkj</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6779">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e1f7ad6e0cd4aad43e71a88a942283004d68c85</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">463095</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'downtempo', 'electronic', 'livetronica', 'nu jazz', 'trip hop']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25KNo5GDS6ZpLkjasaecA3</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thievery Corporation</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2706">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'funk', 'minneapolis sound', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4R2ZUCVWjJs5ef9pjnCVC4</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38e8b294879d91f7274d03a71a8815f97b3a6f8e</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87404</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherrelle</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8458">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57967</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2buJppisWV2GWWBWgkK074</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'melancholia']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdb575a1fee9760d06aff9ee2dedd53e6282c591</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Swell Season</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8980">
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'deep contemporary country']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FALuPoXjPUK7GZrghbSjm</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shelly Fairchild</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3776</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e106ca72fda97dcbd16fc14a4e69f38867f7c6b</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3838">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76f46ec75c0b0ce6a1e9508c3166a9cef1ae6c1b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">410</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Kvc3ovQbEOHgqmOBZJ1tU</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Taylor And The Vancouvers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4141">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3806c2ea7b1d71b86ca0ed3dae0f882e5511348</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Stafford</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2666</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kmoIUly5v8RsaKDhevAjT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8264">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nzEXHMRFWTw4zt3pVRv6V</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52313</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb6a3f7d92812cba25b27ebed0bf8f443311bb0f</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'gospel']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Canton Jones</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10149">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fun Boy Three</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39488</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5544a6b5e6eefeb78277c427faf1c3d3bb09cb7</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dmEUAQBopYUrsMnQnScWL</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'ska', 'ska revival']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4031">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56613</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WvziZcLLYLoMMdmQx7qcN</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21da36c8baaaa0667af012b0b0e3a5c1823e0637</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shangri-Las</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3323">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Goodies</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ef89b22dad83862644c26d8b7435412dd83bd36</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nfybsswBOu6ZFmVjhjqAl</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">596</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/289">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin hip hop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin hip hop', 'reggaeton flow', 'trap latino']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rvssian</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/468f528681419142eb5685e56c188e5f49b0029d</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">674913</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fctva4kpRbg2k3v7kwRuS</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/206">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pbi8H08p95NUZ7m6ybxUV</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/076a47cb200b8981b3001216089857a544c61fe7</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Static Major</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2440</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9398">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dss7E1Ph0KxuF1ULfAx4D</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ibrahim Ferrer</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c7d389634fd3ad0c26ef5239c8efabd46641349</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73591</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'cuban rumba', 'latin jazz', 'mambo', 'world']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/97">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10ea494021e8341a2b5a8fcc8cd3b9a000cbc878</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'atl trap', 'gangster rap', 'pop', 'pop rap', 'rap', 'trap music']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Thug</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4309665</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50co4Is1HCEo8bhOyUWKpn</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6145">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Duprees</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15405</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nYTjfJFNic9m83TROYHUS</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/485ed93f3823f7e01fee85866514a170bd410fe3</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1906">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'lovers rock', 'old school dancehall', 'reggae', 'roots reggae']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Capleton</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149097</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9eb07d88a99807d740c2e76b30dd185f2016f5a4</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21J3YJTyq1biE3SvSNjzuf</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7145">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c03869cf27f11f207032a22c30bf9da02c72823d</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tNLRmiAN8hpmFrbIHiHsy</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79833</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'alternative country', 'ectofolk', 'folk', 'folk rock', 'folk-pop', 'indie folk', 'lilith', 'neo mellow', 'new americana', 'singer-songwriter', 'traditional folk']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patty Griffin</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/153">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luke Bryan</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BvkDsjIUla7X0k6CSWh1I</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns3:genres>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85b7f6d10ae06d21300c9d95f7ea18b35d1df547</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4389303</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2978">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29CAHOhmn3OE8RzPBcIJIB</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emmylou Harris w/ Roy Orbison</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">501</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8290">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emily Osment</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe7fe2cc4ded44d6a2568033a899285f347e7a64</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rPQ2z1ji1ctJ6oGYBAo6M</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">426581</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Ncccc6d5e6f9145c489f785f79272bb9c">
+    <ns1:url rdf:resource="http://datalegend.net/"/>
+    <ns1:name xml:lang="en">CLARIAH Structured Data Hub - Datalegend</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/517">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MouCg6ta7zAxsfMEbc1uh</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OMI</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'tropical house']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">482450</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2777a98213ec412317ea177edc8615e2fdee8be5</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7774">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c7fa8041c0f87bb48349c91cd66934d6680a03b</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95618</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Secrets</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TRVqozKc5Qk1cjwRdWBSl</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'metalcore', 'post-post-hardcore', 'post-screamo', 'screamo']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10513">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cebdb9bc560137e069fc1e25c82c0c9e8c096625</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calvin Colkitt</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QLrIFnHFxQXIlEjsNeORg</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9755">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce428815f4cb173c2703c265f757e901f7d8ae10</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop girl group']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OH MY GIRL BANHANA</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop girl group</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55053</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X1f2U9bxiC3DhKA8OcvgG</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3456">
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faces</ns3:name>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'glam rock', 'hard rock', 'mellow gold', 'power pop', 'protopunk', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3v4feUQnU3VEUqFrjmtekL</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174278</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/016b5ccee6aae8ff1701a3ba8ff183161a51f504</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8911">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danielle Peck</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Rw6QrPXqHRyJwdPtY6ArB</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16444</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85616d4a35246ceb97e684cabd4c1aebcb0a395b</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2912">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'minneapolis sound', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UfoTQXaV3DuqtDVjZIxwZ</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb8be14e43cabaeed524a213d84e5f885b4269b3</ns3:image_url>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheryl Lynn</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99577</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4079">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6e8edd4fdfc5de11f9d1f8466a58b88561c0f03</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26LmRGHptm85F27BZwOSt7</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vic Dana</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1143</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2310">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01302e48d0723ef0bb11af123826d7016585995d</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns3:main_genre>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">418483</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sinéad O'Connor</ns3:name>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sD9znwiVFx9cgRPZ42aQ1</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1115">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WilJWdCNLSU7fpYjiKb7v</ns3:artist_id>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cassidy</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289701</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'hip hop', 'hip pop', 'philly rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc08b568225979ef6c7b2f7e3fbf0dc6d1bc0b85</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3604">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/badb27a6af54d45c3a9b4c55b9a56fcc5c8bbea3</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Wright &amp; The Watts 103rd Street Rhythm Band</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14736</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2t0kaaDtGZtmpczIAMaVTQ</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'soul', 'southern soul']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6374">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erra</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama metal</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93799</ns3:followers>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff99b3f190ffcd49dc427ccb5b3b38948c6791e3</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UoOdQyBGyzrEfxcY77ce0</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama metal', 'deep melodic metalcore', 'djent', 'melodic metalcore', 'metalcore', 'progressive metalcore', 'screamo']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4177">
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracey Dey</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BwzBcJsd575sLbNPgMzbJ</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9362">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Best Man (Motion Picture Soundtrack)</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/048d72002c93e7b39d1989ea0bb08a479cddd34e</ns3:image_url>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1160</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cJTQo4xZtFDggnoaNo5AV</ns3:artist_id>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6791">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WcCoPxAWFNSCvsFPrpf30</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbe77fc315c9d74a5b6ce8f0bbff2d2bf2b8fd75</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Japandroids</ns3:name>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95609</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'indie rock', 'lo-fi', 'modern alternative rock', 'modern rock', 'noise pop', 'noise rock', 'vancouver indie', 'vancouver punk']</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1901">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rembrandts</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a6a65e1f058fdc5c906605e699d1d1a8598f58d</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gDg7FEsF4Y1jWddJJgcn4</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25758</ns3:followers>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/048d1a099634ec4c720d0ab744e7031152281675">
+    <ns3:sha1_hash rdf:datatype="http://www.w3.org/2001/XMLSchema#string">048d1a099634ec4c720d0ab744e7031152281675</ns3:sha1_hash>
+    <ns3:path rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C:/Users/RISHI R/Desktop/COW/examples/artists.csv</ns3:path>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4829">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fb4b7ea965c4d53294f5569894a0eb72e8987da</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WrUzXz7uxtNFZuapRMhiP</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns3:popularity>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The So So Glos</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6343</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3700">
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns3:popularity>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80f3f37e9e4ce2125d95e0f657f3cc14d0ab0caf</ns3:image_url>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flying Machine</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IAnol1a8KjeHfkSOaFe2S</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">353</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5042">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/574ed348632d24f3d8f7f4b1b90c3f0400ba5301</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns3:popularity>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'electro', 'funk', 'post-disco', 'quiet storm', 'urban contemporary']</ns3:genres>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skyy</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64284</ns3:followers>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uFqO7FceiE84xjEjFtQLX</ns3:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5091">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns3:genres>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436</ns3:followers>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Uhg7ePxFfwEY6HysrYjV7</ns3:artist_id>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4da026af920ad2a5a7cd134fee7d5bb349b8d074</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bardeux</ns3:name>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/53">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4457aa225b7c7467b63169c69bf26aee9e6a8db</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">735L650pvygCZZlPMyHqsN</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Scott Trotter &amp; His Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10523">
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345</ns3:followers>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Eric Burdon Band</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d450eef8832c3b896cf1cee89b3b94d60f55b549</ns3:image_url>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bltU9tJNdSKwWxxvZyzZh</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns3:popularity>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/842">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hugh Laurie</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns3:artist_type>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WM5zPOswRcPu07rxP2dQv</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162580</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns3:main_genre>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec7795c92ee8ee445d2b3c6bfe9afc4002816cf9</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/__row_">
+    <ns2:wasDerivedFrom rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://example.com/id/{_row}</ns2:wasDerivedFrom>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6716">
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ByeVcPfDGV0xOGUNJ78wm</ns3:artist_id>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Classic Concert Orchestra</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:artist_type>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b62e82339224df749a623002abdf733a2dcc7a2</ns3:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2240">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a07a320964aaf445caf4e729850e90f6da7adc74</ns3:image_url>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Another Bad Creation</ns3:name>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns3:popularity>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34627</ns3:followers>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">454VBUMshEg0sxzoWKTYbT</ns3:artist_id>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'new jack swing']</ns3:genres>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4619">
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lewis Martinee</ns3:name>
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:image_url>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns3:popularity>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns3:genres>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns3:main_genre>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AOI1S3Uy411dDhNTdSC0f</ns3:artist_id>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns3:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists/pubinfo/048d1a09/2023-10-20T13:24">
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#PublicationInfo"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1366">
+    <ns3:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21d6d49c75f5e8bf96f1479baac8023985b85dad</ns3:image_url>
+    <ns3:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns3:main_genre>
+    <ns3:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6csA2rxNLkQJXeEa7lyGXn</ns3:artist_id>
+    <ns3:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mis-Teeq</ns3:name>
+    <ns3:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns3:artist_type>
+    <ns3:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46853</ns3:followers>
+    <ns3:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'europop', 'girl group', 'uk garage', 'uk pop']</ns3:genres>
+    <ns3:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns3:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N58748a01016d49529b6a359500102a7f">
+    <rdf:rest rdf:nodeID="Na06f67d90595492cb08cde9476d19976"/>
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/name"/>
+  </rdf:Description>
+</rdf:RDF>
diff --git a/examples/buurt.rdf b/examples/buurt.rdf
new file mode 100644
index 0000000..b121c58
--- /dev/null
+++ b/examples/buurt.rdf
@@ -0,0 +1,93 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<rdf:RDF
+   xmlns:ns1="http://www.w3.org/ns/csvw#"
+   xmlns:ns2="https://example.com/id/vocab/"
+   xmlns:ns3="http://www.w3.org/ns/prov#"
+   xmlns:ns4="http://purl.org/dc/terms/"
+   xmlns:ns5="http://www.nanopub.org/nschema#"
+   xmlns:ns6="http://schema.org/"
+   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+>
+  <rdf:Description rdf:about="https://example.com/id/__row_">
+    <ns3:wasDerivedFrom rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://example.com/id/{_row}</ns3:wasDerivedFrom>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/buurt.csv/column/Dienstboden">
+    <ns1:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    <ns1:name>Dienstboden</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1">
+    <ns2:properties_name_in_uri rdf:datatype="http://www.w3.org/2001/XMLSchema#string">buurt-b</ns2:properties_name_in_uri>
+    <ns2:Dienstboden rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2,32</ns2:Dienstboden>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3">
+    <ns2:properties_name_in_uri rdf:datatype="http://www.w3.org/2001/XMLSchema#string">buurt-d</ns2:properties_name_in_uri>
+    <ns2:Dienstboden rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1,37</ns2:Dienstboden>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/buurt.csv/column/properties_name_in_uri">
+    <ns1:name>properties_name_in_uri</ns1:name>
+    <ns1:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/buurt/assertion/3a36c3a5/2023-11-08T19:06">
+    <ns3:generatedAtTime rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2023-11-08T19:06:00</ns3:generatedAtTime>
+    <ns3:wasDerivedFrom rdf:resource="https://example.com/id/buurt.csv"/>
+    <ns3:wasDerivedFrom rdf:resource="https://example.com/id/3a36c3a5f51dd99f252c8a93fac06e788fcf0664"/>
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#Assertion"/>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Nd4c9d36a0d874129ada5ca6eaee5f736">
+    <ns1:delimiter>;</ns1:delimiter>
+    <ns1:quoteChar>"</ns1:quoteChar>
+    <ns1:encoding>ascii</ns1:encoding>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/buurt.csv">
+    <ns4:publisher rdf:nodeID="Ne1c3994c48f8464395e3ad98d93eb099"/>
+    <ns1:dialect rdf:nodeID="Nd4c9d36a0d874129ada5ca6eaee5f736"/>
+    <ns1:tableSchema rdf:nodeID="Nba619321c48f48bd8cc008649d135d42"/>
+    <ns4:title xml:lang="en">buurt.csv</ns4:title>
+    <ns4:license rdf:resource="http://opendefinition.org/licenses/cc-by/"/>
+    <ns4:modified rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2023-11-08</ns4:modified>
+    <ns1:url rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">buurt.csv</ns1:url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/buurt/nanopublication/3a36c3a5/2023-11-08T19:06">
+    <ns3:wasGeneratedBy rdf:resource="https://github.com/CLARIAH/wp4-converters"/>
+    <ns3:generatedAtTime rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2023-11-08T19:06:00</ns3:generatedAtTime>
+    <ns5:hasProvenance rdf:resource="https://example.com/id/buurt/provenance/3a36c3a5/2023-11-08T19:06"/>
+    <ns5:hasPublicationInfo rdf:resource="https://example.com/id/buurt/pubinfo/3a36c3a5/2023-11-08T19:06"/>
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#Nanopublication"/>
+    <ns5:hasAssertion rdf:resource="https://example.com/id/buurt/assertion/3a36c3a5/2023-11-08T19:06"/>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N60ed3d38f24c4029943960cc119680bd">
+    <rdf:rest rdf:nodeID="Ne1a7b0a43017418882525f0913a6adef"/>
+    <rdf:first rdf:resource="https://example.com/id/buurt.csv/column/properties_name_in_uri"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/buurt/pubinfo/3a36c3a5/2023-11-08T19:06">
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#PublicationInfo"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3a36c3a5f51dd99f252c8a93fac06e788fcf0664">
+    <ns2:sha1_hash rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a36c3a5f51dd99f252c8a93fac06e788fcf0664</ns2:sha1_hash>
+    <ns2:path rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C:/Users/RISHI R/Desktop/COW/examples/buurt.csv</ns2:path>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/0">
+    <ns2:properties_name_in_uri rdf:datatype="http://www.w3.org/2001/XMLSchema#string">buurt-a</ns2:properties_name_in_uri>
+    <ns2:Dienstboden rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1,5</ns2:Dienstboden>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2">
+    <ns2:Dienstboden rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1,96</ns2:Dienstboden>
+    <ns2:properties_name_in_uri rdf:datatype="http://www.w3.org/2001/XMLSchema#string">buurt-c</ns2:properties_name_in_uri>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Ne1a7b0a43017418882525f0913a6adef">
+    <rdf:first rdf:resource="https://example.com/id/buurt.csv/column/Dienstboden"/>
+    <rdf:rest rdf:resource="http://www.w3.org/1999/02/22-rdf-syntax-ns#nil"/>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Nba619321c48f48bd8cc008649d135d42">
+    <ns1:primaryKey>properties_name_in_uri</ns1:primaryKey>
+    <ns1:column rdf:nodeID="N60ed3d38f24c4029943960cc119680bd"/>
+    <ns1:aboutUrl rdf:resource="https://example.com/id/__row_"/>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Ne1c3994c48f8464395e3ad98d93eb099">
+    <ns6:name xml:lang="en">CLARIAH Structured Data Hub - Datalegend</ns6:name>
+    <ns6:url rdf:resource="http://datalegend.net/"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/buurt/provenance/3a36c3a5/2023-11-08T19:06">
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#Provenance"/>
+  </rdf:Description>
+</rdf:RDF>
diff --git a/examples/cow_person_example.rdf b/examples/cow_person_example.rdf
new file mode 100644
index 0000000..48c0bdb
--- /dev/null
+++ b/examples/cow_person_example.rdf
@@ -0,0 +1,117 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<rdf:RDF
+   xmlns:ns1="http://www.w3.org/ns/csvw#"
+   xmlns:ns2="https://example.com/id/vocab/"
+   xmlns:ns3="http://www.w3.org/ns/prov#"
+   xmlns:ns4="http://purl.org/dc/terms/"
+   xmlns:ns5="http://www.nanopub.org/nschema#"
+   xmlns:ns6="http://schema.org/"
+   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+>
+  <rdf:Description rdf:about="https://example.com/id/__row_">
+    <ns3:wasDerivedFrom rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://example.com/id/{_row}</ns3:wasDerivedFrom>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/cow_person_example.csv/column/male">
+    <ns1:name>male</ns1:name>
+    <ns1:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/cow_person_example/nanopublication/c1e573f3/2023-11-08T19:07">
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#Nanopublication"/>
+    <ns5:hasProvenance rdf:resource="https://example.com/id/cow_person_example/provenance/c1e573f3/2023-11-08T19:07"/>
+    <ns5:hasPublicationInfo rdf:resource="https://example.com/id/cow_person_example/pubinfo/c1e573f3/2023-11-08T19:07"/>
+    <ns5:hasAssertion rdf:resource="https://example.com/id/cow_person_example/assertion/c1e573f3/2023-11-08T19:07"/>
+    <ns3:wasGeneratedBy rdf:resource="https://github.com/CLARIAH/wp4-converters"/>
+    <ns3:generatedAtTime rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2023-11-08T19:07:00</ns3:generatedAtTime>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/cow_person_example.csv/column/surname">
+    <ns1:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    <ns1:name>surname</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N7f90bfa6b48d4c308821768c7db030ed">
+    <rdf:rest rdf:resource="http://www.w3.org/1999/02/22-rdf-syntax-ns#nil"/>
+    <rdf:first rdf:resource="https://example.com/id/cow_person_example.csv/column/occupation"/>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Na6d44683f23c435280baf1746d008450">
+    <rdf:rest rdf:nodeID="N7f90bfa6b48d4c308821768c7db030ed"/>
+    <rdf:first rdf:resource="https://example.com/id/cow_person_example.csv/column/male"/>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N1574abe0b7194bf3abf453ae6639ab67">
+    <rdf:rest rdf:nodeID="N5c882a9c051340e99723c8a5bc2d1c15"/>
+    <rdf:first rdf:resource="https://example.com/id/cow_person_example.csv/column/personID"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1">
+    <ns2:personID rdf:datatype="http://www.w3.org/2001/XMLSchema#string">013</ns2:personID>
+    <ns2:surname rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Careful</ns2:surname>
+    <ns2:male rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns2:male>
+    <ns2:occupation rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nurse</ns2:occupation>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/cow_person_example/assertion/c1e573f3/2023-11-08T19:07">
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#Assertion"/>
+    <ns3:wasDerivedFrom rdf:resource="https://example.com/id/cow_person_example.csv"/>
+    <ns3:wasDerivedFrom rdf:resource="https://example.com/id/c1e573f356eb31b5b52895409423151dce8b428b"/>
+    <ns3:generatedAtTime rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2023-11-08T19:07:00</ns3:generatedAtTime>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2">
+    <ns2:occupation rdf:datatype="http://www.w3.org/2001/XMLSchema#string">shrubber</ns2:occupation>
+    <ns2:male rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns2:male>
+    <ns2:personID rdf:datatype="http://www.w3.org/2001/XMLSchema#string">017</ns2:personID>
+    <ns2:surname rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bushman</ns2:surname>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/cow_person_example.csv">
+    <ns4:license rdf:resource="http://opendefinition.org/licenses/cc-by/"/>
+    <ns1:url rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">cow_person_example.csv</ns1:url>
+    <ns1:dialect rdf:nodeID="Nfbf8137628d34cd9912dae369a2cc7c1"/>
+    <ns4:publisher rdf:nodeID="N6a7924a6484f40e398d6586e03799ec8"/>
+    <ns1:tableSchema rdf:nodeID="N10e9c082a2394473a0afbaf115f93bc2"/>
+    <ns4:modified rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2023-11-08</ns4:modified>
+    <ns4:title xml:lang="en">cow_person_example.csv</ns4:title>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N5c882a9c051340e99723c8a5bc2d1c15">
+    <rdf:rest rdf:nodeID="Na6d44683f23c435280baf1746d008450"/>
+    <rdf:first rdf:resource="https://example.com/id/cow_person_example.csv/column/surname"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/c1e573f356eb31b5b52895409423151dce8b428b">
+    <ns2:sha1_hash rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c1e573f356eb31b5b52895409423151dce8b428b</ns2:sha1_hash>
+    <ns2:path rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C:/Users/RISHI R/Desktop/COW/examples/cow_person_example.csv</ns2:path>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N10e9c082a2394473a0afbaf115f93bc2">
+    <ns1:primaryKey>personID</ns1:primaryKey>
+    <ns1:aboutUrl rdf:resource="https://example.com/id/__row_"/>
+    <ns1:column rdf:nodeID="N1574abe0b7194bf3abf453ae6639ab67"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/cow_person_example.csv/column/personID">
+    <ns1:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    <ns1:name>personID</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/cow_person_example.csv/column/occupation">
+    <ns1:name>occupation</ns1:name>
+    <ns1:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N6a7924a6484f40e398d6586e03799ec8">
+    <ns6:name xml:lang="en">CLARIAH Structured Data Hub - Datalegend</ns6:name>
+    <ns6:url rdf:resource="http://datalegend.net/"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/0">
+    <ns2:personID rdf:datatype="http://www.w3.org/2001/XMLSchema#string">012</ns2:personID>
+    <ns2:surname rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fumes</ns2:surname>
+    <ns2:male rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns2:male>
+    <ns2:occupation rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chimney sweep</ns2:occupation>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/cow_person_example/pubinfo/c1e573f3/2023-11-08T19:07">
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#PublicationInfo"/>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Nfbf8137628d34cd9912dae369a2cc7c1">
+    <ns1:delimiter>,</ns1:delimiter>
+    <ns1:quoteChar>"</ns1:quoteChar>
+    <ns1:encoding>ascii</ns1:encoding>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/cow_person_example/provenance/c1e573f3/2023-11-08T19:07">
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#Provenance"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3">
+    <ns2:occupation rdf:datatype="http://www.w3.org/2001/XMLSchema#string">woodturner</ns2:occupation>
+    <ns2:personID rdf:datatype="http://www.w3.org/2001/XMLSchema#string">019</ns2:personID>
+    <ns2:male rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns2:male>
+    <ns2:surname rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oak</ns2:surname>
+  </rdf:Description>
+</rdf:RDF>
diff --git a/release.sh b/release.sh
new file mode 100644
index 0000000..0472870
--- /dev/null
+++ b/release.sh
@@ -0,0 +1,81 @@
+#!/bin/bash
+
+# Releases COW to pypi via specified tag
+
+CURRENT_TAG=$(git tag | tail -n1)
+
+# test if we have access to twine
+if [ -z "$TWINE_PATH" ];
+then
+    TWINE_PATH=$(command -v twine)
+	if [ $? -eq 0 ];
+    then
+        # found a system binary
+        break
+    elif [ ! $(python3 -m twine &> /dev/null ; echo $?) ];
+	then
+        # found a Python module
+		TWINE_PATH="python3 -m twine"
+	else
+		# check for virtual environment on current and higher level
+		TWINE_PATH=$(find ../ -type f -name twine)
+		if [ $(echo "$TWINE_PATH" | wc -l) -ne 1 ];
+		then
+			echo "Cannot find Python module 'twine'."
+			echo "Please install twine or run this script with 'env TWINE_PATH=...' to specify its location."
+
+			exit 2
+		fi
+	fi
+fi
+
+function do_update () {
+	echo ' - uploading tags'
+	git tag "$1" -m "Release of COW $1"
+	git push --tags origin base
+
+	sleep 1
+
+	echo ' - updating documentation'
+	sed -i "s/\(version\s=\s'\)[0-9]\+\.[0-9]\+\('\)/\1$1\2/" setup.py src/csvw_tool.py
+	
+	sleep 1
+
+	echo ' - cleaning outdated cache'
+	rm -rf dist/ local/
+
+	sleep 1
+
+	echo ' - preparing new distibution'
+	python3 setup.py sdist
+
+	sleep 1
+	
+    echo ' - uploading update to PiPy (using $TWINE_PATH)'
+	"$TWINE_PATH" upload dist/*
+
+	sleep 1
+
+	echo ' - cleaning cache'
+	rm -rf dist/ local/
+}
+
+echo "============================================"
+echo " CSV On the Web (COW) - Release update tool "
+echo "============================================"
+echo "current tag: $CURRENT_TAG"
+echo -n "new tag: "
+read NEW_TAG
+echo -n "Release update under tag: $NEW_TAG ? ( Y / [N] ) "
+read UPDATE
+
+case "$UPDATE" in
+	y|Y|yes|Yes)
+		do_update "$NEW_TAG"
+		;;
+	*)
+		exit 1
+		;;
+esac
+
+exit 0
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..385aef3
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,13 @@
+chardet==4.0.0
+iribaker==0.2
+isodate==0.6.1
+Jinja2==3.0.3
+Js2Py==0.71
+pyjsparser==2.7.1
+pytz==2021.3
+PyYAML==6.0
+rdflib==6.0.2
+rfc3987==1.3.8
+tzlocal==4.1
+unicodecsv==0.14.1
+Werkzeug==2.0.2
diff --git a/setup.cfg b/setup.cfg
new file mode 100644
index 0000000..b88034e
--- /dev/null
+++ b/setup.cfg
@@ -0,0 +1,2 @@
+[metadata]
+description-file = README.md
diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..8e1be39
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,38 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+
+#from distutils.core import setup
+from setuptools import setup
+import os
+import sys
+
+with open('requirements.txt') as f:
+    required = f.read().splitlines()
+
+cow_base = os.path.join('src', '')
+cow_data = [ os.path.join('.', os.path.join(root.replace(cow_base, ''), '*')) for root,dirs,files in os.walk(cow_base) ]
+
+version = '1.21'
+
+setup(name = 'cow_csvw',
+      version = version,
+      description = 'Integrated CSV to RDF converter, using CSVW and nanopublications',
+      long_description = open('README.md').read(),
+      long_description_content_type="text/markdown",
+      author = 'Albert Meroño-Peñuela, Roderick van der Weerdt, Rinke Hoekstra, Kathrin Dentler, Auke Rijpma, Richard Zijdeman, Melvin Roest, Xander Wilcke',
+      author_email = 'albert.merono@vu.nl',
+      url = 'https://github.com/CLARIAH/COW',
+      download_url = 'https://github.com/CLARIAH/COW/archive/' + version + '.tar.gz',
+      license = "MIT",
+      classifiers = [
+        "License :: OSI Approved :: MIT License",
+        "Programming Language :: Python",
+        "Programming Language :: Python :: 3.10"
+        ],
+      packages = ['cow_csvw'],
+      package_dir = {'cow_csvw': 'src'},
+      package_data = {'cow_csvw': cow_data},
+      entry_points={'console_scripts' : [ 'cow_tool = cow_csvw.csvw_tool:main' ]},
+      keywords = ['csv', 'rdf', 'csvw'],
+      install_requires=required
+)
diff --git a/src/COW_GUI.py b/src/COW_GUI.py
new file mode 100644
index 0000000..ef9e6db
--- /dev/null
+++ b/src/COW_GUI.py
@@ -0,0 +1,150 @@
+import sys
+import os
+import datetime
+from PyQt5.QtWidgets import QApplication, QMainWindow, QWidget, QVBoxLayout, QHBoxLayout, QLabel, QPushButton, QFileDialog, QRadioButton, QTextEdit
+from converter.csvw import CSVWConverter, build_schema, extensions
+from rdflib import ConjunctiveGraph
+
+class COWGUI(QMainWindow):
+    def __init__(self):
+        super().__init__()
+
+        self.initUI()
+
+    def initUI(self):
+        self.setWindowTitle('CSV on the Web Converter GUI')
+        self.setGeometry(100, 100, 400, 300)  # Adjusted for additional button
+
+        self.central_widget = QWidget(self)
+        self.setCentralWidget(self.central_widget)
+
+        layout = QVBoxLayout()
+
+        self.mode_label = QLabel('Select Mode:')
+        layout.addWidget(self.mode_label)
+
+        self.mode_radio_layout = QHBoxLayout()
+        self.mode_radio_build = QRadioButton('Build')
+        self.mode_radio_convert = QRadioButton('Convert')
+        self.mode_radio_build.setChecked(True)
+        self.mode_radio_layout.addWidget(self.mode_radio_build)
+        self.mode_radio_layout.addWidget(self.mode_radio_convert)
+        layout.addLayout(self.mode_radio_layout)
+
+        self.file_label = QLabel('Select File:')
+        layout.addWidget(self.file_label)
+
+        self.file_button = QPushButton('Browse Files')
+        self.file_button.clicked.connect(self.browse_files)
+        layout.addWidget(self.file_button)
+
+        self.process_button = QPushButton('Build/Convert')
+        self.process_button.clicked.connect(self.process_files)
+        layout.addWidget(self.process_button)
+
+        # Button for editing the JSON file
+        self.edit_button = QPushButton('Edit JSON')
+        self.edit_button.clicked.connect(self.edit_json)
+        layout.addWidget(self.edit_button)
+
+        self.output_text_edit = QTextEdit()
+        layout.addWidget(self.output_text_edit)
+
+        self.central_widget.setLayout(layout)
+
+        self.files = []
+        self.mode = 'build'  # Default mode
+
+    def browse_files(self):
+        options = QFileDialog.Options()
+        options |= QFileDialog.ReadOnly
+        options |= QFileDialog.ExistingFiles
+        file_dialog = QFileDialog()
+        file_dialog.setNameFilter('CSV Files (*.csv)')
+        selected_files, _ = file_dialog.getOpenFileNames(self, 'Select CSV File(s)', '', 'CSV Files (*.csv);;All Files (*)', options=options)
+        if selected_files:
+            self.files = selected_files
+            self.output_text_edit.append(f"Added the files {', '.join(self.files)}")
+
+    def process_files(self):
+        if not self.files:
+            self.output_text_edit.append("No files selected.")
+            return
+
+        # Determine the mode based on the selected radio button
+        self.mode = 'convert' if self.mode_radio_convert.isChecked() else 'build'
+
+        # Execute the appropriate method based on the mode
+        if self.mode == 'build':
+            self.build_schemas()
+        elif self.mode == 'convert':
+            self.convert_files()
+
+    def build_schemas(self):
+        for file in self.files:
+            self.output_text_edit.append(f"Building schema for {file}")
+            target_file = f"{file}-metadata.json"
+
+            if os.path.exists(target_file):
+                new_filename = f"{os.path.splitext(target_file)[0]}_{datetime.datetime.now().strftime('%Y%m%d%H%M%S')}.json"
+                os.rename(target_file, new_filename)
+                self.output_text_edit.append(f"Backed up prior version of schema to {new_filename}")
+
+            build_schema(file, target_file, dataset_name=None, delimiter=None, encoding=None, quotechar='\"', base="https://example.com/id/")
+            self.output_text_edit.append(f"Schema built and saved as {target_file}")
+
+    def convert_files(self):
+        for file in self.files:
+            self.output_text_edit.append(f"Converting {file} to RDF")
+            try:
+                c = CSVWConverter(file, delimiter= None , quotechar='\"', encoding= None , processes=4, chunksize=5000, output_format='nquads', base="https://example.com/id/")
+                c.convert()
+
+                quads_filename = f"{file}.nq"
+                new_filename = f"{os.path.splitext(file)[0]}.rdf"
+
+                with open(quads_filename, 'rb') as nquads_file:
+                    g = ConjunctiveGraph()
+                    g.parse(nquads_file, format='nquads')
+
+                with open(new_filename, 'wb') as output_file:
+                    g.serialize(destination=output_file, format='xml')
+
+                self.output_text_edit.append(f"Conversion completed and saved as {new_filename}")
+
+            except Exception as e:
+                self.output_text_edit.append(f"Something went wrong while processing {file}: {str(e)}")
+
+    def edit_json(self):
+        if not self.files:
+            self.output_text_edit.append("No CSV files selected to search for JSON metadata files.")
+            return
+
+        for file_path in self.files:
+            base_name = os.path.basename(file_path) 
+            json_file_name = f"{base_name}-metadata.json"  
+            print(json_file_name)
+            json_file_path = os.path.join(os.path.dirname(file_path), json_file_name)
+            print(json_file_path)
+            if os.path.isfile(json_file_path): 
+                # Open the JSON file in the default editor for the OS
+                if sys.platform.startswith('darwin'):
+                    os.system(f'open -e "{json_file_path}"')
+                elif os.name == 'nt':  # For Windows
+                    os.startfile(json_file_path)
+                elif os.name == 'posix':  # For Linux, Unix, etc.
+                    os.system(f'xdg-open "{json_file_path}"')
+                self.output_text_edit.append(f"Opened {json_file_path} for editing")
+                return  
+            
+        # If the loop completes without opening a JSON file, then no JSON file was found
+        self.output_text_edit.append("No corresponding JSON metadata file found for the selected CSV files.")
+
+def main():
+    app = QApplication(sys.argv)
+    gui = COWGUI()
+    gui.show()
+    sys.exit(app.exec_())
+
+if __name__ == '__main__':
+    main()
diff --git a/src/Delete_before_submission/LRU.txt b/src/Delete_before_submission/LRU.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5df9f4e63212345717bb0f79ec548ce1e2b9ae0a
GIT binary patch
literal 272718
zcmdVDX|El}m9Duz7f}C!-^}}=MNQUFFbrs{vP-sPQMPd#4IGFwWlooaB>JNNdiRYd
zUoJ*O#)^!{IGMSRAxNZ>$+O?R<|$VE|Nq|?r>CbUr=L%EPtQ*;PY=WI@1L%n-Z}k0
zryt)uc@dt!2v2T@|Nb2Q>}B{H*G}J`zC3+>`uEenh2PKr`SkSB>4Vd!;h&FAAD`X}
ze}3=uD*WWz(<ktG*TV0AJUt5kya>O)KE3(D>9^r;y?1&){P)`FS@`sar^n%6P=PP~
zJO3m6A6T!QK0Lh}uzec--lyUJUWE5<Pv7WH_&w+%!f(S*yfb~zyW!Vsr(37jr~jD#
z&dY%1NqELL=1-o4-#rd*=6@gj5wqy<aze+u(BRqh)9o#u+z#LS@!~u8!uNO-{+@m2
ze}w<zoAKmnpv;_d|0DTEd;;J9MxdPW0BXD&{(<WH$DX`9d-8GMPX5k&)6e-`_{`_w
zv;R3^fX<J@H+veMy_~S!3ZHNhsP{DdgJir6fAV8^<M)A@?@gcme!zVZehS~?PWYXu
zdlCNj)A0K{r~Es7FnxpfPM^%s@GWwD<&)nA`I^6j^j!8kd=O-i@9^Lab~wa0f-a9I
zD)7DY?;#u?PI9Q<*C=0pkJ^*VeGhc$dcb@)Aif*E3EJUfZd1C3u>7W%!~EL`^F^RG
z(u4N%`z=wwUq}q!{<5e)n&jmoQ20r}j5XaFx6h-?;r=M-7;+BoUmMiMzUJKaDcSSR
zWl@XT_XBF=<8jc+JHgUQOR+MyPycXb2Cp>#7Cv3`Z{fdlxo`1Fu(sC&(pxUlYgY#8
z`$0xz4UMuFlQ)n5m(qW(sUHTreq+eCe;h2qoL6w~GE{#*{7gx_dFhMOFO%Fq2y%pd
zm*;;G{tvs!HzW3#`z&z1ANc3XMUU*1?_BPC5jmmBisbOlSbKEiZus4c@V(HMId?#D
zb##IVknceB^UH)i>h;w}F8a6q*2hEIP>bj;BQ+lcB(gz220Qd1P~DUB_d<+SMp@&M
ze>udT2F%w(v`MTkUwgGBgZLb8MI?z;k=6V$_^pRQN1tq}k$%j78G2*A<!fU!mRfsa
zdvc)X;k#|ghwZ<~Z-b;GIXQZZ=r00(vbWotehXhmF2fIfhgNiqMZYl=KPX$zeG_@v
zWiWpfDF5kX*O7hlzdU~Mt<F{QOCJXxi5A3+_FqF<J_#`aUa1fF)yZ5x3I67Kkd)h}
z{}m$5hm)l*tqawPc?F|COU-2*O}&hagZRTq#@iX-Rl|){?8yMf;zT4+w7wQRp=wi?
zrS_-cCn?%$OLnb3=G*2}Dn1VKl_S4=eM}Wm=pB*It7HF4)=_l>)jOzQK1!;9iW}PT
z@R(fHG<{Ty>)%9~mDL*HTUxIz?b4{{+FDbVz7f2!Z$#aj3ix*4<XtCozl_e;zX_R%
zvVoT&!X}F2n^2W5zs>u>LQ@+~b-X4;J@0HSY41%Q<aa^39!}qbJ_eQd-#g#sTKL{0
z_43;H-TJ${Kk?;a%F~Q9&!%tYRn6)6e0YU9^ZpdS{%+D3Y7@VP@AbUGmurK3+15+e
zH0Fb#nTk`$pv9R7LC&6rda0)~*MbjhdrD8Lj`}_y6q1(qt5k=l)~EVLX%+D4W7Q46
zlDxGhSxqeR%WPcvUB*3+&*SaCi$%%id$!M`=s<cle(UdIb)6W;EqxdI;U21%pYg5Y
z_TNQy*C=CnAnU78MSdB2<<v(!nH#luNAc;SHx;aQB>K^n_Cg;9J4HXY&ktSgs2Z=L
zK1`1#;G2(V&oLI7?}GmHSpw>iBj3fhA6r|3-xkpUmcVkJEw%rc_yB4v57l>g6l~d2
zGyrF=a$HUQ7g_sV;0nF(<s9Lve-~ASbFXt}s`qUvX~*~(YTS7)YH>BS9;T-*!n~Yn
z2mH!p6w&Fw-Zy2Yj|x`Kw;#hCgP%c+W~xV62<rM&5~EFsQ(jaPo`(AK^YEvB<TL7H
zkN9R(^Hn1?4;#Ou*X13}9lYERjoa2UF%_m66y<Tu_b?}*X$@vLG=r!KOi!mqd3A*K
zz(?6s%A@d|nAdn1tj6m}%U%ch``7zMpT6PO&*A$}(NdLBxda(HQz_KysBmFRYTt4+
z_B(=a<O^6rO<4XI>OzVxYIByOGI&H5$ahf|XfcI+6_dWN1E(}sjnDd5lf{pMB_sy4
z{5-Yr7TNa9Wl*0V%R`Qk#gC^NrFutrW?4wOr_7^L_xo4l+b2OH<(ttjs+F2&tIvd?
zUsq%9!LPsajj$M0kkKcruxN6%<d5I6@S}&kl2lGkZts&VzKC()Pa$4H-pX$>8eP;*
z1#BB#@J-T=7#6T*>GsX3{u$`^Ec_c!TyUy_>LGq+xq`)a7_DIWGDVijY!^Je|E9A`
z?n#XDIQRv8y5F6;7AQJW<)~RoA4fXNbqo${5WIl`{9b2Xph*uFUn_IX^(j!k^SkNu
z=UDLIoKfLqj;Dq64cGI99BKZysIAQ<@|`J;;}p<2C{jnG`W%05lg0jtl5M4S36E-0
zHmyyx&nzf^!{b_QGN6=-o+rz=$V2W0`F<62|G}nc{0in08m1BPmO2GkQihIsDVc2z
zs#(c87C3M{%+}|*%nt$E^MEczhR6Ca*x`As$WLe?BTDma#1b;9G1#Ix64ThDq=yrj
zHdXRXz{5#|N2fnez9P>Wj7IMk)`;4Y;ZCQ;qFghx?$`C}G<tvH9)GS{2&c-BDxRdg
zvrpc35^@Qb%?t_`J_UbU!$mjVF#6P?8q<<8duIt3XG5<C|4#Lv${rI>DW#BQI`5p=
zO%d7Y-N-NdG(CC$%><y&<vJqbAI=>U0TGX+SeP&7-}l3Rb1c-#(<eC=C`eT)|6BIX
z5*DlTGWAYQBD?UaN~8HF^vof7r=Q?#9oL89+aOOwuD62yzMoOa=+L%8Mgjc|le3)9
z_RbO-%}f(JQvXglW?0Ay?DzILz0#YbYf*-C4A(=IkW(X^DkYxv5FKSJe;X_kyrTX<
zC*X_8v!G>uM_?3}?;Y!0qhCe@@HpW4M?mv^_?K*mbMaf!%jf$NE;O7Rh%*E}@5Z9H
z_X-)*lO-%RF%9pQPAHFZZ9R3Ai>Ig6x8#<ulXVKIn%$Ep9z`LmZqfr`>%@PBU(q{h
zoZq)P%G(n2Alr%oz6v(s-lTQ5_aeqpDNoG<Q{BvMDAS7h6RdUqr1s7dPl>y(2YG*S
z`YO=QqJlf2tBHNcu@M8)tIqvA-Zp<?enjZrn>=#uR7V|~Riaw)o#M_C*SiJM5*HJy
z>-3V7#<E$4s}<i7J>`5VIoJQBMlYgavKjtdbrpV>^3O1gSyZTLKf$~@PnPgNCr<FI
z8zdb~5!E<X&zOXO&!;o*({%}vdffDL$js?fVeOfUtI?_zYvwX#l$mR$_`8Hm-X}jD
z^-VxI-+4g%g=R2wneqe6;nO41jOZl)TZX=lOwniGblNetm26skREN%Xpm@|W3LPc$
zibzf7Q(3<p5>BhwPmql1Nu6)#USIuk{*(J`QTexcvV?~SR57}`#6ER=YaC_RB(~>C
z9gQZI?c}P5WHg3ZtNEV<X>NA`*a-D;;qUu6wH6UQell~LFwuGZ=hNH*8N{=SS2>1r
z>>s;6<qMoSuElu1mFtn2@|~I#;ib%<v~q@Ha$=$x^xh_D?gS6_YU*p`bso0RfW535
z@KhAY&vm9$SzBA-tOKZsN{A`vSoE`x(KoQ*X(ii#3Rsr6s1Q}P=+Uo*HA$l0ja2t}
z*<&b0-HCXTjsaBqA=qx_d(LMoK?Id-@)BEA>xUho|6~s68Zr$Q=AqcG$CLnD1?e`+
z-<^|YSScz}hSH-L(&u}LRPQ}G_vu`hbM1M#HPI!lJ<$tCGdTes{RnksBG#qM_ml7r
z=+_~^B4G#2QZhwE?2V**+!~D^eX7>zLynA0Y3lZAkf>Kd!X;H6s$(p{M?r$1)zz^C
zP)T*xDAjFS?(s0nnq_X~lQIM3NsWipq^<{TV`i1!Z=6NrT&A88Losc@B<TIXU$)&*
z<=eV9yH5J3#i~ynsT!q@x(7Q+u@$ARwK7lsZb@12)#<1iZsq4x(4ms%R(vny@z<w7
zZq-WcJgMO#3MZB!>tu%fL3p#Z&DA2D{UZs`Vei!orRSJN@9cYpp8iRC(2Yeq<=<M$
z1;N-G?U419KfQ;m{yTN9+6iiUk?OniZj^uH9UB5miSa*8f5$9~|4to|>YuV7Lgb+t
zojzWNMpa_#Yc229I)*+VqMMyp%sdJmgNGOd-<{W_JUqvEZKMbKEJuE1f=kiWvh0@f
zU6W?=O>)5bpQrR8&fu+iy&TPKX<YrC`6t>m8&wWNq-;=nU!NZt<=Z;H2QI85@qqQR
zQYztx=`777UUH)rmDq_;R`Ia}bt(~k8{cYnkx%w&%RLmUy;Da7*Q_?xir=lD#vF-R
zaI2rrpOpEHHzB!9EoBv8*CusNrutswn2L~WWKYj_)c2RxgC}+FAx)YsSM20*kT{R2
zAWbUyJD*4KuJe1UHfsBBoaZEls!zYP<*Jml+7pu_cJ$K=qRMbLWW1cLVj`CcjdX$C
zHFpClB4vKZyimIeu{9N`deDhyzQlH+(p@8?z5Nz9GhJ5oei8CY{>)Cu#q+f_z1fz&
zeTeC{n73Gu*tfZ*_w0G1-esG{Y%(#+y$&(o^c;wpP9(RIJf}X-Ecbb&6<k*5Z}pAq
z{sw;7_ozixXodGqFVESVhLken^}15Y;yk<e8G2SjR<}=m`U5hg(PFG)s%*X3)O%0Q
zAXDk4UPBEx$0`mp2{ZS6J-ve3JG~sHLTZ*1F9bd35e74+NK!cu->&jfZLP(tebl6%
zX_j(1lO`r>>x3tHenp_4hCMN@>BzR)LIs9C!R?@*w}Mxsj%41PDyt@Vn9de&t)oEY
zkbY-vl9c?%5U<tYQu8^vy@XSzz*9{5Rt0U5&>XdI$B&~bo*Sy>Xo-{9vqJTbXtahE
zS@vymNwuCQI#rH`)2VVQtx*E7Ell^=CVb7Ib8d%w9-uL(ONx%8tZ5RcmQZS6O{5$(
zP@&ANrS8*sKh%xOD!TvKDHTf#W>dV&_@E<JGR3DDNSTN7*!hW8QSoS`s?wxLBPHQD
z(eV;$(W`c@Af={fNqzg<l2WG6(5V!)<#BWAgcsVdoMUNopTDWUlg}cw(BW0)+^4Tc
z_T+E7BPJ?8%lCu%x0uHOqHzl$J=r<^uus^8Wu#c6l5*vf`L|&%WQ3M>`XuFa%?kP0
z+Saoc8Mmm27bjmRu~Ea<%qjO1`ZsbQ!=-(xb*WOW*XLiBtrC?@D#RXM;!Vz8d;Xou
zp4W40dwe2_5w6o6r;F(!wFth{b1Ye#+nyEj<+sIuVsP>@JJllp$lU^}e3V^6vJf()
zIZb*{`|q?d+U~vOQ~vB9fPQmiK4nsA#MaIK7TVu~4C<x#WcePPpRSoe?{ji2bGzel
zyAK_l(n%_;;{6aOv9;@2u;X*d6M~Yfy;#a`(54-En7aH_xj4y;RV<NVqkR69pW5@J
z2btLz?TR7BCBCIkrntwWAThG<%X(0i@3e737j0-`N&?GAm5@_14}%{pDamK_XhSd8
zdl1G+LCtZHCD1$fqi_)R#0*;@#QQ0;(H&IOr?oi(T7ne5=lKF2f!OValP~sAx70HJ
zR*RM(#h*|?0HJnJl|06?mNu}LUhAb0Tv!>jm&glj>_j$XoNQtu_D1+Gr+)Mac{Eyn
zYW~EhYMWw2zv{c$WKdq`QGEwwOlyxI^Xb}y3=0FAyWu9E9F^hV*RdRboL=P3svYY)
z#9M~An@VS*sF~HynYQDpnm5Zi4qe++Oy^DfI$osZvHa!c=158Gaog@4OFO&Axn)nF
z;IXue5h+m%u@y7;{>GJK{n@9%eqrlWC0(+@P|erEQqFsxv~@wd+==5`RKw~W$5E_4
zn@MEtYV~%g1>e2Ok#A#js`<2DrW(k|&3hu`%b?@$3T^ay(7y*A(?`s~E=R~jp2zuo
z=w?-R>gjj}b<Sh=$GpG3H~5%)9rOMr_271!dYaoH|L%?A&xI44(s#Sj2Z4&dtmpdB
zqcd$EOPx&h7K;g%J=x{xS4u|@pP6)1l(*!`&Y{0hPToS*Xf_yWcKz0rOEOtP#nR6u
zv4(T2(Zf|=I$GL7by-y86bIckdZMBz`}@c*Z92x!Et&K3D`k60rsiLI&U;ZEEv2i6
zn*KX&YJN0%ydG?l%n?re->8L+UY?|qN-L+VIk98YVzs;+KRFgN_<yU7Qr!{t#I$iw
zwMpbMt@O^dhbkMMW=wm=_|4fvXj;pGiEg+p8r$tf1OBJ>=uL}`AS3o_OCt5^QQuP9
zoF2<9nNsa}DQ3kB5gGcD)S^;}4QjXPrrfekH|i~9dvgsgqn7zQ^BHY2<34PkOgyD(
zP>-jPIqK#|#)bG0q^%vXLajE1wyG7-l}7W{WaQLxeGA)?xH+HuxC%nq<)t`=&nA{W
z7MXT)_vDtsCkn-E$EQdS9b0;eghMrpPw{DMYgWhg7LY^u++&Za{ZTnRj+XQS$%gB8
zMYUy}UpyKac13-SS|{tW=tk`^b3E|0ZuKsUY^*;?pMulS>OuGBz>>GEXW^E*`ry=b
zFw-Udovg8Vz_&#$J445ZioMyHdLDdvUi;sxjZpnm%i8=75uN*^qhmTm(5@aGn~ftT
zI5LL>8T#S(VTe1qH3PdamQ9Sso}4<wo?JzLtF38K57zoyvY#U(Qfh$EvhLF)duaEu
z83xGcwk`X#%cAqLO=8EEHDQ_$ovr({%Oabfy(CKR$r?dMEU>1oYxd>HjDsyL;OzBj
zR0~HXaLlJ^A};E3-KSli*JZv!{J1QIWYzqG_O@~&5FTe&Kt|M3^Bkg=`dMRf@`&dE
zl{OXicn;zKKhhBT`U!|}Z0V`vwVs3dx#MC3(b71~nUSSa$YVSn(OPgZBi#0A;-b&1
z7Kg`?L9rf>b`Erk1X>>LJjkHih(|k?zf=hN{lz&bNkrf4FOH<0>i&H({jrrtJcjbK
zR*X#L@yME}kSRY~_WxvPSVl=)tULB_*ng)LnUE2p3oV+_eeurV_@65L=6U^SwT(=B
zhFW$`G%Gz<4>JFq7Bca(M?0BjDY-fRq>YR|S)X>oqmpWSV$(_BTm#y()Z`QNLgzZs
zgLIU?+Dy5u6Py=fcKS$U>i_pdCUtZ^O;U{=%eC3Us4WxA8p|xnhc4aP$i{MQkWm90
zi%gExk$68d^E9e-x3byG^pt%aYFQcbK_d5d4cT;-U&r)h6rs)}Yg(Rpi}q;<5Y{Bq
zN0I7`*U3b3+O)JDcy1T-xkL3zkzu2#`PTADiPfik3mH9d&Gs|(Ws@t*Cx}3($v%AK
z9BYZJ_emQootLG`JQjet6>k%U`r0`+w?sx?w>5vkwmVM7k5SE+f;QE3?y6N~(Mic0
zK|4k`I*twLYtaov@YR>`7Ei~qU8VvgJ2OH{Un*OCre4s~I}jp2T5nNu6q&ZT_j?k2
zkI%IhLjP~IX=f)T(jAP{aka07_?7J__3iFtO=HqIN>h5geK`QJgHM+hHOH{=X;$-V
z)gsGEyZ@OvQvchuxU9QSHKVB;yfoj8PX=f7#*#nm4bi_oJLc&<eD<wq3nAGzlv|Fi
z!NbHuNxKqjNloAPw2|TK+u1Pq%iDm}E6aIUA}hZS@3fIo*}%K811;Ct`ssG&mHf|Z
zp)7Itp`;VouE6Nid-&+%DABj*M~{4Mo%C4R5x;m<g{ZIk*8G=v*8b0;=kX_P+G%rd
zE4ET(@9o6t!RGtwHnzE5%(nt~^gA|#qo*s*F3kp$ZE#aTNrxUw?7y>2J!%{}C$5;K
zq!iJe|C37%?0M40lTUR063*gyXX>%P__@-`m((j|&+kdMu-R!Gv_Koya(dx8m`p0^
z)wXlxz8>YrZA`MZ={_5NuTxFj9i3x@N9gi#JzJf1V5WvGP;9AUTStjX$RtBC1}S;h
z`=m`d?fQdOx=SLxwa0KAjS8+?e|zZ^0l1FUOnN!U8Zn#V$+)@3<L1%mbiWYWmY;?S
z84*$qU%i@KYVKUxM)eeHrHZZgG3wOR(ncpqU>i|?y{DxS%+6S!HdbsS70D>r)yd6!
z%!$m;c$v<OVfJlg3p3~Duq|+#-8FiD%~=CUgJIu0ma?-rz2}O(tua2O^bHJu=@*gY
zWop`Kob(PSD9Q9UC*7&tdt2P_C?3wa?s$^wf0q_cZb;6xsUPQYo{w4!v8g7k*%SZt
z#J>HDV578I%kzWS|DG78r0y6k<J_iMrihM{s29`8ogNwJ%YIAT{*z@HVCVK+2B>ea
z6>&~g;xekLBUCNzy>>b*qr;9;@0~|wSj{pbqyIEkD=#;Os8i8Gr^qKoM{K5Z@OBr3
z=hMmWMl5Cdw|KIQlD&|2N+wF?)4=0@1dF7ddE6r7;lw^{gA>`zZ+Or-KUFxM1b+S!
zzQ+;wIm}UjLw7Q9&mKFVO504vf`2T%LHVTALO)9?aisMg?Pg<#0&#wfA|i#rWD?K0
z)cyEGEG<6GZ;9}c84~?k%4|uY-X}TDpchZHw@cd#)2;lTM2~8ok5Hef?XfT3ZfRGC
zioFu-AK<2w-@Dp%1QuxYZLpQxB+0MH(-CyJKV=PU2q(@Z#<d;x$kLv-&eu4#gh=P4
zKAWNn_FxhNpPNdW+4^eoC-}R^L6#n$9TnBL&w>=)p3orO@RuF+=cbp=8~rKRaCYTg
z4QeTF{ZpXPuU7~Y@!rjV$u@zWmvi)gunGV9CKh>i`Xa~^mI}!_H#X)kkoeqsoL}B$
z9iWsV^)hBLFTAb)&FPTZb=5p>9%iK;O;%dFrq=rwKPD5+Ecf?4N%;;puHiA}SeX7I
zZqgRHpTn;;D>+u_@$uEsp!a?C629X|mgiL_Kv}~?KG`?T1EM3Sq#Hl`skE(j`EsQF
zlDgNL?Pc|fVNW*VOHIF2bNf>-&zOtQPu`*vQIjI&x6p^`%8NHK$=%a;r$2`$WCWfU
zA)nhHn@(kU*zj&gY<=~qhSx>+N@PTw%7gv7G~Ly`=|;wB(<2`5w$7Y9z0*y@+DIPn
zQv57P*qzh&Q#`IJ<kx{(j{+U>z&^!}L92~&B|l?a#qX#|KM0zE^a*oWM-zAVw`|nd
z=+WH_Na%+BFyXVCRFPYc_eaPd+oNUW$ZxoH<xco@p2btaWOLiLwHHqo4G((^;i1uJ
zZrSK9YNN;A8p@;_wS}wXDZ$hm<1q0sRx4f?<IvHOC7W|jImKMUsYZ@Ul<(Pn`%e!V
zTz&jw;%k4aPn=_z>RM-#y?<n3c;=j&^Gt~LkG(W+LPntzEc2{%ZVe3A{+#0+1syt_
z+rvZtEm*0VKcv@eTwI%L>F=d~%a?C<`l$!6>}v_n5&l_cxc(UY9Q7$rg6LQ7PZgbU
zPtQKlkA8i+8c_^0d-z>xTpG)J6x;TssxL>H^Zz_lr@nK!c7*JJfl5NpsTU+@f9+zr
z@_HsS9)F1L_LgXn;4|V`KFPC(=LoyQ{06ik6Gfu9W81gOqkJm;3{QONWluMDxzwlc
zf_3JE%F|G};x;^wUZV(0f5Q_Wq1~KbBK*sQ>v?k5lF5>O-CxReznm!bQ=n0O-g18|
zR9Eq5Warvc|6-DPD&>C;TzolI&6O80ZNhu>`gFGjZ}}W9rOA&XMf23}mQQ>R>&)#%
zm^OG4aQ+hh`$NF>JY-e1Z21UG<eh!7FW+;2JI0hozlAR~Y-_G*Du})#y$;<f{zLfP
z!yr*h707Kh;d!u5ak?f}`Qr^OOXmP2p`%vJrzlaakBQ7p5$Dyx#2kG;rfsFFMknp~
z(mY9PGMg;bxVUV4N^4X;sq>DiKNbObuTKH#CsK<!29s3|QdIauo6+?w`e=2`*V`qE
z={%|3kfb-6P+&5z*0<f(vezVx90G3Eu+=Bp#n(|9uC*BCsNl2?A-@u1__t9D+c6Ym
z+D%m}n+AUt`~Wewp~KhX(|-w=;e+qXIbnW;u8;$Wl7`n##1i@RVm(H$*;y{yLepmx
z_aoOik4nv%=+4vct-GK#9Rel&A+t5AIZ@fc`}=+Dqx8n|VQ3X6Bbi!$5^5PtUDqP@
zqY(COWj<1)L8NJfc64$am2?tnjr|+5C*|MbN!`1VH_M*1skL<#s-}_D>%qi*q4Kd<
z<9HLX*;#%)ii37~V1Ev-^{s41(A2Vd1mA<D9=B$3OX=~^hy%-UYF*}RmqUM6dK|9#
z36UkAe^kCjuV{X*A=Vg>$a-9I97a_Gxm^%EI#1b;@|b9kjSfU4+y<|m7^znHQOFUp
zr^!(ASNV2MACO-_%`zJGwf7iH2vYhM%ex`XLLWmrrV|ur#&h<j6){iaR(r`Nkv);}
zIr$A{eB9NtflMQ<>6XLiBQ#gI6sM&2WuE)^96bghF-z`;$;V`wC3&qmq+@V0PpuBN
z#S6^qvf;2kZF!6yGu>#jNSe#T8Zx^-pGPwLazxFHe*edBYKtYs&M9%s04Z}#v%|<u
z58F{*;<tg5c~;GyIC>#*9`Ahk$g8ERIz`8v8M>-%c5Rf$SUt=Bdws+)yrq6jq>}RU
zoSam3Hs_pqe?L+>rn1E5^WGUf?AbBg!$(Ok+xb3y9<#K|xt`uyen-AAdT;A-(YKK<
zwh<kpcbs*%UJ_@sn2D~R*gnEHf~c2k$7FnLCqugX@_;SRAW=1Ds|dXplOc5^71eM~
z>}7}<_^)S|#^^)dlk0+>)X>;oKJs8{$rr)<?SZQ{qg%s89g8g!V4>T_78K&XEorq5
z6LgepLn$IYs(#w^a23!YTgbWMDr%BMFd$Uy@L)o`ousX$o^3NK@nLI^IeFtt8|O;2
z>7m31)#_5W<^ItcHl2TyCeT}<hg$3R9APu4@sa(=UZjX>QOt<vS!c(zF;UY3d+6d?
zG?rmUtJ-73j*zBLCf@Bkw_46-@x+&JP8^|o%2=V&i(vKX8*V$LNj)|9i+bXtVp3g|
zx}I2XfBClg2~}O$%~R{Aj#+>;wj5oMwS-$(BRbL1E^TQA*5Oht6C?Mlf=g$h`XbN~
zS@O1ZQ*rWS8*NiO9Jz;o!vk}7$d>Uzza3x>9DTbL<cMjn+HC9?b><PVq{^cXQ%Z`?
z(@GU@YV+on)G5CUPdrpqLe<NNNSL(1N}h{SV4}_)5p7AEevV-oRpqg}Z??oy)@^Hg
z#c3j{1Ey75qA0Uco_LaCwH!_p{TM1=mY-myeMDPMSb2yzCxd3A(^TSo6s0cs63|n>
z@loi!j-m{9ydKe2^N<i3Do?W-z4Vw&jY<I<H2K~AGiF5Cz<r~iHGZABA9d7>VwRH;
zCq55!I*&|I4+Ix+Dtsd=yA^!s{fUE|``A*(*2J%zT)<zLhd5`nNc|02LKn97p=+`-
zI#5(^EF(KYW>g`%9X>PG|8)OZUo5z-Z7$J}$y@!nHTS=5F9OL#UsBrO$9pTa+nz%3
z(WqV}ltOzRnbA2UB&M~Kb<B&FRR^9xlgHs7VoZ}>^!WHakscEKlh9COCx6jf^$z?P
zZOV;XJn<0W37&=7Ps={hr~83t>ARl%aH=b>OVoU08vE3Ga7G2)EAsp;=ZHCoPVt~f
z5gSX0IJQGnLtRIN4y&F{uU%7a>|xjGfQP4lZj5hU|FJAklN%+)6axtnH4e7=$r^AP
zfH>cesmD0Fo_=w|L)x*iybzsGZ-TR_=j1c7i29~;oVx!8+OlmZMZP6oU-Rp7$rKHK
z=;z6@FwuPx_Vh0I#E#;*X7PHWhhq>?aqB(9a1<h)5x+V#BChG38#snWHd%+Q#iG?t
z2Oft8?<woB2cC5nfHQ!^7PqF1g}c3@C79bKPBf66&ONyQiKz!iCgy*Onn%qpQC}jb
z`z2U&Y*OjFFN0;BZ)E<F4nV|06h>UpOP`+V&RY6tv$JC48XhP<D%I=oz%9juY~*Gx
z2g%m`Qj+o8fo8Qy)=`W;U28JMgdCPh7J#Ub=`><PCI;rbybSHu;?hl<RKm1b?`q&8
zTgKbb8{oDMY6(p6y$EqX6CvlL7|4*edsCFUEs}L|&s07&g=ib{9LVo5dGhXmZfZlz
zn%Hto&-o<y7w!4QwE09^*Uz01F*`@x+1H!*DCTQfO0l(B2DJw)L?0&I(9`pIJ?~((
zh)nK=y*cRwo$fxdT5$fBP1ll9V9)&98Q94w1Y7Jt&JkFx1lc6JZR4b7;9J{caB5ex
z;bd;ivtyht*q>(Vlp7Y#($;Bn1Rm9{4G(!gRUPh)<C#aNZTD-}WJ_6>;nLJvZD$y#
z%=hP<&et0vtIBy4;&#s?@X*IMJnGSuXgFasZZ-8S(rNM<zw&cAB@X7rkC10o+>9#J
z+`QB3Sgs?`=zK<w#)}WI_+wo1V~84;RB5*zHA^03bjqsCvv}g;>8-Xyoe_O1u|VS*
z7VQD1>iHu0<wqfgs@cCW$ytX+JG62%OzM#v``R@|BVX!jG}7IJ^dqPp;4A*&q9HRJ
z;h6s&>S%~Rh@R+4Q0eg~GbYL0^_qVJJ@K)y1)S`J4zNFoLgZUcxy(PK7QOb`Va}$g
z-^pou+r_vPE3%Q?r+WFB=@Y(hP9Hs~(Z}k#+9SyZBD9P-6;OIMk)M79GV%;g6);Pr
zo8hfaZ;`n#Rbvr$X$AO>KGn!f)IYMBtDI^+t`VBm<gSK`$m7dEFZGW6KGC>OD``}>
z+tf0}zeuCfud$VYTNB7P#<b9<YK=a28W>EsgKRC^D5|mk&rdb3#-s8b9~F^49+wmF
z;6ewNabdHLz-8Sti<45zfX~~~uGgqoqZyL^MV6<ZOY8dkP-Av;9c4ZannVYI+MpjN
zZF@r0=Z`vJ%P97fU~<4)ZzmA2El5j_l+Hi>eq`J0QWI5-%ttJBSD4bUDh>5OA`^AW
zg^kYn^Wb~^6Ba(A9xB%Dc8W+-Y9QgMr%l`5l4YNS&Ab1WF63L9IOpyzc3HzEx&mG-
z;?v}E(Hq}B$26aVdK#qbr@*;*|FT6~`n88Ay%?bqXiRRP53xt@#)GlxIkI*8PO35>
zuZoA}Xq4I8^bvgt$+6~;JUQCl4(6D2q67Zi36=mIKNqib6G}g?_LUs<Ag&IYb#lBf
zZR8`qd?PPxr$>s}9$K?Iy&9ayfqn(D)N;<=Dk`MUcPIQ)li|@F)IL2uB;0k6r@~h)
zW4Tt?jau}QQ^luciG_(SodD!)IsNS#Rkp7^=Qf7k1s%P1e+p}~?d@VEUGRf=O`B)@
zHu&&#JM%X|l9A`q8spRb_@Koh|8IHN)Q^Hw__7+u_Vx;PpOEBu8Oc};p;wCOSSZHP
z8DHJh!L(m3qSzY`F|ssVxt`{H9xou8SDCieb7E0L)ZQ<%H+6J!osE;v!avvne<L?}
z{8$aTS90j)P)AJXQ+^3EA>tS3*Qqa-d7q+cUt?Q(-j7XNcGdB^2y+-EE-HB3SLfXZ
zM@NkLSK*2Mao<nnsQq_JTSRuuRKdd#6XN6HrP)My$He4~fT4_kYk6IcV;(h2D@q(l
z6h4)Ctb2hTcrx_gavj5Dv>=NAxTx%It8<*aBTqK|<yfe4(EFe&jqfX^!skIwpWf()
zdxG%uIR@?_Xa0|hA=bS7X+0SFd1O0NEu-=5GnRb&yf}|FIJrfwKzS9DX^(@v_;Zg;
z8A2hGoU})r^P=RS|HPACRhd9}JIJnf8B1odG)Omc!X^u!+ASnLA4??EL2U}0O-&w$
z^jZE-Y~kpoh(*XRrujUynRuP)#viAS99gk$$9OXFt#(JozA+H~Ni%X6;RZv{ksmWx
zax?S`xy`AxJ5Xp(+JQ(D96tnm%v^xCR{+a2=2?C0b4d~k^>ljnu8d*nlO|zN?}TV9
zJvF7?j`@o}PnIBhFiErh*Z=0*NIV#21HKBjh+M<37>-q+YJSb*8eUP6E0U};Gqoss
zZ;EJx2RHEjDR4$T%kyZIdZ%Q4>bd#5yr~C`#e_a3Oa9;+%|0*l2hTp{D|)pm-kW|I
zt=b<WRw!0e|1jy-mgo8VwTqe<5#dGf5AqY_9bdeO;9Jr~)Z)uY%Le&>%abnMq<mGV
zMNE4A^xuI-uY<QIyYM=sM2ur|k^OX0#!57_taar5V_15%j#&v+4@b3*ImxjMzn5NM
z#7bQaIU=utVqXLwLN12RQEzDJ8(QUm<Cebl^HP3gj_mvr&jzI4la6~+37?7`_#$vl
zCw0yn4Jebo8eJd7`c(G*UbT-zCB8(q<k*j8O21)wJ>B+)!M|!3I<ZnMiXE$V_T%Y~
zVwp)29b$#7hg!Y`Eomd$qmwUmdzeLFPVttT8<OLXpz-aLhlUKF2xQcIpzUKGZVg84
zb*yZD7OeHnKr?Ty1U&o3kjzU{Bfc8mj7pv=`KIyT2Y&`Pe|05lZ|h7{3LcAMz5I;m
zX+*01sz52#x{rZ#ia!P}an8t>l>KR;Y4&A~Y`^g+t!{EFb#IOcJw`a=b;$WSC1;oq
z#omC>lZ^d8KUP-ha4%I6yc+zNHRf-5w6I;$<F<Efw%+4c9V4;URj_sRj+Br7CDg>3
zTx0%Pen8o?CsF(AI9(?BCQh_c?X{@@ogTOQ-pDg}g129~aoYEZt+>pW%DKdWRcC(9
zHorJgOM7|xgIg2kQ}@PWkzy;42FqAn)=wL4Cb&!_ME`8Wuk~V-23!?wM4qtae}CJD
zK8OBMU$Kd$<ys69w66?t#sZ48XO<)-d!w;^;N$*f-+43qkWPyBQfyy)#JLZ;9p6oL
zg=ou{I%jZl&u%a@vXfdpR&rkoQ7fd9_n(16Q00s8FWb2vpUHzTQ9?bR+8up7q5-B~
zyh%JbwKsLv+(@-I7S*VYGG9&ciEp7tV*cJPhfauIjUFPtLeu?e)OcQ*xjL0qsG~W>
zlsZdtv#<XG&DD_`&68b?Jjf<(t>SZT3H~T}s914cl9+vM9@ZCc@ZIDC$hp3n&d5`3
zpu<zkyue@Dz#i%LE1zZNMJ+*f)@2_~Wsxa|J+la6RC4-u%tgL9S`Y8dX>>wa6`}d8
zn^A$OT;|<;YU{1~9G=fdk4IR*^|QZxJ_rqM9ZC64KQ<zro>OV;N`zYFPwvq@|8IG;
z(!K?6&R2A>Y1Xn9Uw+1%F4+A!HQ~L7L$`mt2oWDzUYp#cuJ~b~3U@BgfAaj(y~xJL
zT;id-WA&i<DbFJ@NWUKiiw9-Expas57)^Y-c{EXm{@FqVx;Fwz$wlx7&%-}Vj^Hyn
ziCad*#E2!H@=5vqOIha~k0O2ZBbxB-`Q#Fd|D?o1{w>R5RRXrkJTLCM*U2z6Xs$n{
zuFgN((`S5~hen$}TKX&ubXR=M)SuTau}@PU53x<#S27n)^gO4|oEDyS@!#>#=uG=E
z8s>qh7~BZ4&>W5by;EwH`)!Cwd|s*AwG<PpUT`DOg<i*cG_}d3k~YYK`k*GqbpPlP
zEY0-37vxzRQjj~&V2oh&Wzfgi7kLRqNikniQvTKC%R{4?o^OM;msXIUIr8~PUrs|k
znSZ|Mz%3+qrqelh3yWhvWduddf|n?uSDG<A4?cp4Fg7C8wx^F#rk6A5jCMuDxu&m!
zC+8H1SJ&G6geiD5dEK6O#M75Lw4Kxn3-$hG8z|WU&7QfG&`_gjp&_p$DlaW^n>L>J
z^rB(V=$uTC_awI)J(=ud_H;}2^cHpK%+RZ7M-nw162DV_@1yDS<)C4P#4M2g+#X9b
zw|+ugq9L}!@+{K^-R3l&HwV^6<N0!5a`^ek@sckm|Ndmc!o<;>Hoi>ceCekRGrDW1
z($EufEOK98n%Wer#giWYpl*wQMy0(y25}4&`zpjd%*k!%&ubc2Qp8R(q}8|7lTsJt
zY%=@wz3Ct7y<<A(OQVla=f0M!aM~tWN_3C>`0sdFv^king<togN=Nt4%enkdNwv+>
zeW>drA#z^QeSR`pKVF6F=aIVBNRHhQ;hl8PC7fy#wrRw__Uk;IShTEG^`cg)N@bfr
zrCxb{9;%fblc(=FuS|87v)uc7R^$|4cDdP^5t@}$)Dw?p+HAwD6I%gv|G=Ho=hG<y
z?gGjs$}IQZs8rXzm}amH*SV0$Hl`H%&yaPXhdSkW4qQ~@v~yKA@O~Eb!Di^Z%~9}e
zU!JKxc>VNQz(Ey}GY&fAeZJWP<|0*j29@>vLFZ3HQ0?$G!TVM^^((y<84&fIOg(~Q
z!t!;fHgIFp({Or_+0oCd=TY{Sp#JkH`%AM<fP6P;I*}Px=zO$c{|FtFZvvOtOr$B_
zb66gFMO3LYBTM(9c6zBtYszTSe^PobCf0kRR%z+pSnRaPnkuW1#sBWBT~wfyJ^pE`
zEaEMmO*Oq(PxIsnDjP=2_<bJft>t$-KH5gw<?Mr>zCRY7gP>AG7wp?0-E*2yA-XXX
zIrc}gWUa_{EB7$I>?=8R<?vZh<8Jux^RQ=vUSXN7QZE^!O@GA7Nh&PiRgS8`$i&V6
z9cV;fb%|z@>v4@LwXW1Ls&+lLlF4=QB9p6ST~0sQ+ePK|GReO`Ss~kK+j=x>r0LT)
z@z~Y1+|Wzh`}1VEA5AmHwVg#!YhQanPZ3X|ZJ%@d$mbKS?8!AYW4C7@In|@8=Xxy6
zHO~JQR4sK2`RUo60^%D1_rCH>CFZJIM`}`3)@=J16Z54Mkx!0A9)7InaSpBG`FtkH
zIKQtZ@eOU$O*{748w*`;w3=-2`J1hA-X0lfGsYL+D$V)A<TqQH@bEoU*&7RZgym7_
zG_zauUWg9s8~^skV>c&3n?6LPB^!@6JZ_N@ib6<EoiaZErEC3>hF{5qOGI75L9Xua
z=vIU}f~3qn^rWPSy4wBG`@Z}k>xkP`iQ3sH%-+`*fmicQr)K#yDK!!adJ&t~T_t1I
zY*J5Oo>}72K87#tCExJ*SG!&h&FCkd*K5%S#DC+r6@`8ge)nX$A(1m?{$2^XGh<Pq
zuOA-&QrmdWt&H$Vl>{jBIBc=eIlMB;!K;r&gndyCNNh`Nk2l@3BgXk0>~FnOXx3*m
z!syj>a1iS}3*5o_#NNEep}iw7>l4yd;toV_`WnjY&6^nMAg!G9t^4vZP44H9<y2RL
zKjgD?+qjp-n>B<xBQZs9oq|3M*-&pxyf+qYoV+>7>e9^wOh@?ETbf>v`uuND+I(uq
zz5O({!kUGtf3h#5C0-AU_8Orz%lFlIF;eg6_8{RD5><d+`!*8i^~<j2;n`--jjG>g
z5$Mt`>2hYe_L(J3$|ohisL`U=>?q`f)UD9p`>{H2y_FmzgB}*m62AyOfLSoAk-je)
zo8|GPtHePrr(GRwnow&Jo!9LIT!V!;b9olj5bW(Ap$z$DFPeRIiYgy`qEDq5Tzk7}
zvBQ|<EB}@+y_zePCiR@HBNs5ft+B)<9)3<K#j5Gc-mKd-#ksE$Wd7fpBg5YGOZ2`}
z0t=qAZ$m4Y@t&0}GB@Pe{ATQYw)TS^fy}%_k8JN73F=IKq!SXBZ&)k62DB}$k*`aV
zebdSEZ+ZI0X%cD@czE6C@rU5QbkC99LlS4wG{5`XP|ZR9N^iC$E=@crLOo}W$GuKO
z?@_Aj`}L{sjA>e*4Pv&S9UGF9veDJ+2K!QxN=`XtP2OKxYOttg8!5wF5u3i5*RRDu
zJu>1`BSq;~lGU9ihDWzJAI`K@JrnlpFy-g;Jem6o{1|ehsx8qosC?QGw~@imWru2=
zKD!pB>2G@Pa0}_r*&V=GLTJGx$ghiZ*_KBs4%-jfQ_tEDMa=c6lu+|5WrUN@)VRwy
zdCsLWv#Di2IZxQoay@jU9tH&5{$%z1Xm9aHocm;kCp}B{Uf?TMsg4A>cxSThzKjdW
zFNu7_*;euwrfgq^f98~_<Kcwol6Cnoe3niz)ulDXgJ(isiIR2W`MpY3wO&rpw!Cs{
zPfEI^veK%otw)0F_||TY1ZmtmmLV_6(b$s`jruK$Vd8D1R3GmJj+K!NTwg;UBItLf
z$kI5KKPeGuwk$`~i=#wlPx4RYTjWnl9NN`QM8!=3n$zsXkyF1e9nv9-_4r$J9Qbif
zldQM3%z5QClk|zce|j!De=<jcXH(QdjhuPx@-9^R97LDKYxz6weyH0NP6tRr`fQxe
zPGeJuDkBm_3;xbW9~TumlaHEbuD>&<4|1z6JiTxEqsKvZ@Y5H;hjSCxtML0=hJ0ky
zNta{@ifMMG#|nc?m1_^#(@=H$Dd3vd)j>ey!rx9mg}AizrV;H20UI(9pDf8YH8<i<
z;wznh!dEHc6AkC{za_=+kyzEbjL~a)C(wXsH~lWAnR8yEC!mrKHA&OHe(nmn2%LN#
z_?hyuMla;sr-hJw6p&$Saw^x5aV7#SB=&<!(Cn|FqWevTMLS<SO<ayekt@DOuD^9G
zRMF`rzBv8ut$f>rWJ(*O`PR1r5|hSggPFvZtt2|9V?mr_s3f1%h4LqS@BB&aow@vg
z1TQc7NhwkLd@{~CqWR~OsrAV(-x1C{3v#+ew@jV^gw_GgpV;?ToX1(Fcfx1CKK)1F
zhvL8W-piy;97t^lPweyKe!Kih9g!kIZdkxJr@S#<uZwW%o<sbjqoFwbb)X4e(`chA
zf6u0wwq(v_rA|G30MQk{K7WgasTOo6{ZpSdM_|#}Q~EH!1Y6t2)b`?Q=)=}%*?QxY
zZGG5Uid(Y7wjXj^c|t>jg~mH^s{=Q`>#i}6Tjj)DKOIWFtE17bbndlLCXUCXd*y2w
zT^!%rm7keE@hxNxm-=Y-rzL%mc;D0IpE~yfH5%F{&AFu<i#U+;i*$)}c87bS$+<Z3
zomLC<=~y9R2m8Od1#HPq`5kKb(0y)PH+(Hr%z5sQN^v0)bbE>pbtj@U5Q}ik4y+o@
zv}IILm||zUD_*-k^?&{uXVGp;n^i-p{!)&TN|iQtVOhzauy>+o8}$+Ls58hp>a|Gu
z8T-p<`vi<(*q__Vye%^@nJnq1Jgc;ZAUy&l)qpliGJ9?SDsf`f$9U`8dS7>_8^=7$
zs7Xf++f$-qI(iJ1PxBfooodW=<3-S6stZ^f57`k>05xGE{T$i7fQp?4*p<7d|25S=
zYFn1Z&ldYOsYXG?Ds!CCCe|_Id+_a#&q!seAN^EbMtp?6tCCemOdiHfi1_*YE?tj8
zSz4vkQ%0%C5noKRKmPuOQN3GZ5s2N0-sbXbdUw^(sxHxsHm$waYpBQhSUU3Rz9O$!
zgR<jz92%QiSD&6uQDhY4uBuVaegBreVU3KcVyt^|@uc9)Im`T<r$ghu-p|>5pTI^S
z&4%Rt1Z@O-5ImUYSI4of@mFL)9yTgUzP&sm4xw6!w@31b)9~)_G{zyyBwh#qf4*pm
zjurED^FC3E)6)r$g1)><*DW*m-|=NmHE3bG8xRt^LBn-?^*?bO6?GZ>Ad*i+`TF$F
zg0mjQw!H(>rx;wp`r?US1zCGANnE^L!^hP_A>UTyROFo+F2!VN^(#G3DNQ(UC4lK*
z`Vn=EwX9Haz4<hg^j?bf(vX;(Q)wwaJS-JXYzosOo(&$)8T@bHbC_u-tX+w&UWFQs
z{np`vJ2@_HR#C_K)?`tB4Bpn$3=dzAuK4fN=%#2dr5k>qNFTp&F=d2yU$TdCYrFDf
zs&%Dxbe%$sJqDtudOdyHdvuW=YHukXx>%YBZ=Hvs3$UeL&atSIN{2zz!D~|AC%UX@
z<KFyYGo<2gO%zAJdErX=-gx3pCv=WF$9Ztby8rHty=>j9G+ICN<!vs-+V)B1L6Y-o
zvg7`VbmZ5MhD*=U^TflVE~`$W(Dy{cfA31mzI0KZZggP-gw4C;mQS}`vY%(J-Ss(9
z>jlwSoBu7iHm3`pVVSIAc7Ioge%78G;vBf09$lJPwQt3*`{L1d2Q*pLzWMBIM6x{B
zvo=<m^N6e&9`&7e+gEn&bcu8t+xu{uXrmgMORq_cZ!7etm!}MQiu{1|+MjZcoZ44r
zI76e!zqAs={4BCVtqZ!b?UTrd{x9*;t?*y^a31~kjWd{_6keNeW6A)OPbQmv4n#KP
zO3f9!NX((R8FFGx&iJ_Yv<C21b~55JPoJZyTWx=0E7t`7ow-F|`b*n!bo!$nZ;YP#
z_qBG8gQy4ntIf2U-tEbm{u3zsT1M3*@D{Q})*(7iBnV$5uV}Px7M9J)rS%97aV|z!
zY<>f8!DJAWdKL7W6CtTB^kQc+Twf}44JzNMWvY3eL*y)5c=5(w&ry&e(hZ(RU!3PL
zI@UZIr#-xP<{G8RWO+2r^!oDieu$OYpIVzwDk)at(9U&5KXIRwkA|P;Q@Q-4o+qIB
zImj(l_$QNOFyoVE$5cD$Y;i_eo)wwGYv~4U-<vL-u(HUxq}dYhS}1iQjPLPyvJCMq
z22T&i@Rf-5q)kQD?&%EDcVUY&G`$u6pKXTQAsnS3)izm<mY*A?oG-O4$}zi*1m2q@
z6wcZl?RGR9<tkaXMJgtD@gyR368~<iqjeYyhMn_iEsApXjGK)3zX##X`5ibqX~Aq;
z9${dq{rp$fhtmyANsVzI<n%_;lPW3SYp9sj^*>RlIK9G5x<5VS(<$0S&U4Tow5U|)
z=CF#K4Nmdt(~jjg=Z?&~64x(v%tv)OmjUz#pSw&q@>y_Eh5j}C>-84E?#Jb#WX<P~
zX)uV8u2^#r2l*a*c(*Zmv#nM-p+)xU=l`R;tVc_Ak4r7UI^=Xx(;mJj|D)La(`CzY
zM!j10E^Y~WIQ3MwLspAJTgWs?Sl;2_Av-e8Bg?guQ)E^2V~7KZi|>Zt)BCOY4-fk&
zzkS_rQPoZjTcw!|(Oc>WvTl|<wLr_b$Z?=*8`Y7VRt}$Mhg75G^*vs0jqdqmEwE$e
zQHk7t7ozsPZvU=XI3LL$!-oEE!#z*mgw2;<1y4l`NB>RP&XyD^BNU!+5=7^gsm0xW
zOC@|~AC-LX-14AhEX3?~9gXT@_UB&*`mkNw_v_ppG={3iJD*0>3^Wm~KmRUJlHJT(
za&0Xlon!0UwpdDp|7k5=^0$mLuL2EHIpX{kcB!=ijf{{@Naa?eTC|m;^1n+B6({SN
zs1@HnKmBLePJBMDfd(2Gp6@1`<(=3!zcAYESf_PN*J)OPE&{%p6Y0+@z16KPx36<x
z(loUG{ANIf|7EwqUqa-7MeycKp`0%xxg7OsfbnWB?`-GM{J!vA6-?NvzCPn#bi$`m
zeKJ4X>tV1TCiiJP)Z&|8Cy0ET<FW4j-B2g{*|i2t?u;Pu{}xElDo%zPO>DA)&h&CF
zy*-!aSafHx)rtMQo^AwHlli$Ta-tTcygOjclgzQSw?5dX?N1kF@ym1(8Y&QmYmMag
z%ZtrboL^evR<afrZ}!^%#-iOa<vcB77m+$Gbu2Z>?dc`f-tn+#e$3AC6C08H91&~G
zbBSnWsE=NEvW>rooalMzyZm*sJxi7Et+i|kE0rHb*3_at5Ah|x?wc$5@<{xX=Vy_o
z*g;~Yh_sE6NQT*{Ep5aSLYu6tYlR`%)^06h%BlACls}M>w&^FdM`9&Pj~u=kB2Cq;
ze!YTd)yw!k=nCimsemxibvNWXY+ZRA{vli4m&#=)n<q<pbe`(Wy?}|$9nU73U|-_i
z9C9G+C7YHwlj7U%E$a=-XcQwF8aoZ(cXdbeMBo0ka7C}H%1mvhfQb*YG|S#yZ!N#m
zLY4NJkK3lZjEY&4R)k^{+S0x)qtf1dd*|G8PMiph;`DOVP9NKGl+rySw}Y2jI!SUI
z9!)L8Sqf&Zm<{6uso$H}Hi9#mi5!adlYTrto{l27z-l6_h3+VO3OdPI#I9=Bd1Z{M
z2VN)b!(L3Y5==(npK2EWD5+yk?W)-@bqSXB@;L7!3&u1FJTp)2%hi@yz`YQuu!Dt;
zG@BY@mck74_3)?90v^@rFQzk(+R)*5Q}9D&9Op*}eg3+J4w*+69|h@t^~UlqbqbF`
zMa7x8-*yxdJ;zD^Nb9AJ-L}@OMnBa(IEx8CYxdz7sxcefpKl(8NoOyKONsH>?O_vi
zWvt3M`5S@vBiN`VTl{9xD^H@d%r%pVO^XTb%*K39SwFEh-PWUf<vZ5d;k?i7AT`ML
zgSYi)_7lnrF{Ob8BeJi}ozcUaf9oDQ;d`tWGTY{(lQ%VK_kVUthn^?Ph&0hE-jQpw
zSHZXSerKWwLHUk8&$tr%2&(aEf*P*s#0?w7>RXsfnY|qMwAB=8F<f*C=#JT08=pQ$
z;NbKnH@jggnZJWF%TpKoqhekQn|Wu7+9UPOMJ4vVq5Zjx`DnJ)Gfk_T)JT?XhW#9$
zub%FMAR|nsQ8~Lm*~{ax*gp1UYHS&A*e4k`tQW`pw)hmOz@6pVd-HBm*VYX;L{YL|
z<%tY3#CO8qt=&6t|4mGjdM4&VuqEcf@lcw9KgJg*%9<l0Qsh3i7gOZTZuTWlu#Qi<
z1%Xq;DIJkbevVHg?Lt&V^I<@S53hTs5iN%2DITWbdE()*b00C+j<RDvgJ1W?L2L)7
zkY94Mtxymx=F^+@#G?k8C{c{IX4dCc=Jf5Gh${aURP}J+l~ti>&mDNT3HC$@{yRPz
z+gzZ@;M*>DMsfI(<>Qd<ARoSjY<p7A$Dos3%y65%@nyAcTT5%(dJ;d&Y(85jl$+<L
zPkc+eKV3KxgY8#jVrPmh3ic_q&eo<`n=F$(scDgJUh1ugZJPs_Y(#!>-bk^V{h3dd
z+*)B-d`-=1;J@R^4f2bn?US2*se+%h&I^&8yyD9cLDY9X*QS(O^eC+_G%G2j34kT3
zA^OFq;`eiIk)8XTi0JC?cvw^)q!wbD#a0WZLegB8i7#v;em?(vDBRMs`a2$?=$Q=B
z!(fdyANFv{Bg?9#&GyWZEJdJZ6Kn7I*wpbfWMw3(T!H7jGe3g{PEMTWQ@L<Er)sX1
zI!(ym6_*XU{#J<-3MwkC`LVHhtA^4;pp&ae5$7(LLWtIg2^cb8Ztlvph8m*(E%nX0
zSBvlFzvJQ1Ory?f>%KqVgK@i-N8PAbIZw<t_<Spo;2~94TiQV+Ip#!Ojs=e9PfA|Y
z?qBh+D9cCdmEk@Jzw>L4qtp35UJr|Iljif;CSSv`x5Q%E=tQVWoXV<Bh^xAt@&L*#
z#bCNsHQuh((poeE>yqBxSCds={<o4<G!rE3GmG~KvP&cWpO36IC%GLmG^D+yW?x<A
z9zjs3HvTx!DawmUh&;Ic-?FvHspIpu)EvABR{mDNL9MsMz|ZxwpZpVjT`k|?-2S6b
zb5SokMxHti-#+o9pU8i6tG~vw_M=i=6~x^2DqgW+g#RbT*^*x6_u+|8FC?e$oZT4j
z%D=@E9}7FuRR^%mAwNu!izm@gzWmuevQz%8IwGQ8?6Bd%L%j_D$1X$d(LN_OS)bmW
zoTK#eY3g&3`3L$M-v+(>EXXxgNWXrvEgE8SqTFZ&bV}lj@cHVS`}*Zuw^FNno_H9r
zh~x^#&9cu?*nH6+CKQT*mAz=jIbxe<2l~$Y@`+3idGXPG8E9veI}bW(*v+8pnxc7p
z`g{1DtoOMP5eub=z7JHgnJiz*ON;00bS~xP-{Q$!zTn=T{=-LFqQGlgJq})x?=l--
zt7?z#Y^dW=FPBY1L_qfwTcr4vT!KGAdTM#aD5{cI;Dky`s5E!TtN<H}wJ)75C_M2a
zl2Lr?sYazt)s6kAwjNcQHD47@%F{7LfJL|aG?r?LqY-cEEoBk#@;1*GXZ@)BX=@JW
zJji5i<7!%cF)zcfW!&m>D7RDVP${0f6>>>V1II0}pfkI{Df3!fSAJR##&WunpM$1F
z%F(H1ZrWlP^|@oGGE&dp^sW6E!t!rL-rDCyWONNv8rmCs(r^tz?h)t2Oq4uBxFyYe
z&Wo!rLzf$C&yMCuH@sy|xA>Ni%(v{h2F!7A7S{AixxSwKG|AhON$w33T8bZ_$`1GL
z1jO4RDeHoI;v-R~=DW9CJ0ilWA(3xv`<}7*cpZmyk}gW~oIm(VCPj0e*Jz*1PB}5j
z6Q3%YS-Y5`O)RHmCf0)Hxb#V5xXMl(Pdr@x6^t?eGS{xU1j7e3Ja(_xSweM3w{jDY
z&1po3;YQHF5#IUV$ET4d$m}l3Ufz{9*QZ7<Q~o<1E@C`8n-gud^=fsyd)c=lQus7b
zZK>W}uW|NMjgF_fB$D*B;ymXg6lixtk)4t{K9xOsF{7=hIJMVUsZz2)1lLC-tHj6?
z4-xzmBI`ol3SLiDml~=uo5{4@{JZePM`iQJnx5IG&e~5U)yDt$#{aTw?fhOY?v-z4
zrDOamC#3Ym<Ck{0);*l~KITb$F6lndn5~?rjuE%RT0BO*4x57wBrDf;M<TOVQ-)s4
zOSYtqhf1eIT3ggiKes*i?cs@i+LrW=)+|bEgCvz$@Zj?Lt!S~FwebCcFR`L+>eoCh
zabD$CkRVRq`L(8TEd6w`6Vy5vyma<`lt(_LJi5qlE}zUCMbS$UGJ5h-^OO;%7ftM~
zLv|-I@?pEZ{i%yF`(N|d@mrhCBk!YA(o-R&lWkTe)rC?!@+bW~vYoL$PxiI5nx*gW
zU5`qvPs5TkbYztY6Vp8p9w|=no7B+3R-WTgY!qQHznD&<w@y5aPp2yDpD)<o;<1IF
zSlCX$mh|v3^vIO|PRTLmcBs0h^dSHAYborJ7}2Jh{74ewhGo-m&RwA4oO1hTs8Po^
zN*Y}Y5;umbMxz?4)Eb)<pA!!^Etq#OJbt`4pH%FPBYe8rXGN|U-&8e-cVxsjJUWef
ztdeg$siV@lh;)lU3zwhs=N`hB>GB=U?C^Q$p3#Xq26ZUazv-pvB$&3ytA~vg-Y@Du
z`uSzGs~1f#KBmMtt2VddJ|Fj{7ZYn(ZAC)t^t~JE&R8jar}^qO)k?V;r<!gFgF3I@
za+O$vUVH41{wbhig1FXI9*vZI+&(64bZjH>b-k3Ao+mz%o|{)RLp<NmN+n?4qev@b
z%$QR%@uL6_4S6#XRX;7YKW{isNA8XcmviQ#v;Moc<Sth;(uw!T1!&HBiY08n4e#)V
zUwQTT!cQb7Vh(|uy|J2}Pvd89X$3tj<i=R(az+(R=cFXM6)8e~L3hm8&Zsw3qx}kg
z4TWqmTM(fJbua(!EGC%!pBz8E*Z1=+YIxMAmlfuo*60<OMAvDX`6d$L%q3ZYdc5P~
z_mR+zTyvt@w+~y=hLeYVr^l{Uv|?K{WMjR1)c4mX^}DRbUh4$<K7ejXYcihf&euL)
zeyp36_9&y>Svsf56b)8@Y*HN42?=tMrDzDN$%ZCh5`C1KPN3Rhl_2YQX}8VAG&R7@
z&Z*UmI?3J5hBp6PYRA65MJcSm<Ds?wPOI`u?m~>od8m|rSPh?p5fOP<ZgtJ3)eu>=
zD5Z~`9$MnEAsfw9{BPo;v<{SV0*eQ7p4PGQx3QggtXxa5x=TDpA|)O6ZPPlLkCo_2
z^*6S*{W?h=^C0xD^U6V#yxjJCTliDm1r;9Nw@E%KJ1aY<QXW6l5TVKbr$x!DzvCm)
zOjfV`%_(Fuoql>sp_EJIJ2gD`gVz3r+(uj;N8Fuh`7icQef(Argm0Ex*gf!Q@=$lX
zQAc?BW)_TyE48DdGymP1S0#<GgT&=J)2F?fuR}b%v;kyE&zI%Jm!J|AIzr4PPvp^t
zOx@_T_A~oYD62KvuruJ73a9o*Lv|Xg6RGuKq8tnUI>^(uQ>=B*Qu2&=9KA222jQbi
zPqnFz6aC2jG+NlB1O7WU@e%v!SOoLZV5v>LlXH1zh5gUT<;j1?!=gJf!9b0P`08Q!
z9rM4rFX88-r{pbjnfE^}N94<<he-Q>A|h(6Hjy0P_w;eJqvGR_pA~Jnwo8{g@;(Vv
zc`wXejZ2U3i98IPaE^QWi02=Lf6hS<_C=5%n{A@URNfWqA*262mm*)!b1CxQDXG+_
zVf^f#6Z`$KNQp$9i=O`NsPy*Igvb|vrcHUutB7J#{*dQ!zMi}-=MPgQ`IC|=oN@Ht
zDXGH#!oIHd-c->!HuD#D2U+UbYCBc8jf|d5u`2a~)Ki?}1euS7Ea=bEJ$}M?bMhDI
z-nu*+GC9~bpY*XI)jb+kVj;FNq>A8Ddq8G}KIFC;-5`7Nuqf8Y9#UJ069K7?vB3n(
zi7!n*o4nT7AH4-Wv@l0wIf94A_B``v<l0ZGk>gz3OWp2&LUa{9=6NJIML>=H&!-<k
zw`$Inn#Ar!4V~Kq3%qXQK~9jhc?F1SQYtwn15r*&>9TiH?%1RtS@P2<0{mu*Mxhh3
zTS~2mrpGgQF*UNDqA{Nk(WE_MFQ-6XT9mNw9cfd40vb9F^F7=6s<>tQ&ZOJ<rX=GA
zKEaQ4dp^H>$48_te?*k?Nk0V%GgOz)O+6gQn6h?ySBlqbzH;6nsq>(uLHWc-qb}#I
zDZU{RRS(Id&DNf~lo~1nRDCpsq&+5OKE*fNUtY`$Sd7E;D-w>Es-5QCUwS^AB0wTT
zX6Kk10guNm-rQG`$${aPp)niap{eyVN-6Dm;z_b5K7R_7p*rAU7?t1BBJhNpe`N8Q
zjN?4=I`6IX=p!8RyGKiS)HC6R%+F7MtI(#Mr(k{h@Yb<drHRfk8^?8)jS32P`tg69
zQlOq<cY-Y4LUIgddQim5R~sR<F>R(n8u7;bTIvCo)0gO$=B<^xPXg8Gb$=gto!&-3
zjKnRCn$n^gS>v&fwO0zu?^BmcDpcfZbS3eCw*oDHtlSIF<Y}KC<Ot^RsPw6hNpbA;
z(-(o0Y(OJc5T&5tw}HETR0KuI@ja->tP51M+d1aaN8M}mT(OULiF)(~i9l`Ij_s<i
z9gQHfoaeLswl3!}D8Z!d0Gb?6Z;tD!V8g94!@eA%=$)t&TNO#Mjbc!&u6J4k9rS5m
ze)FCu+%IUJlB#&5h}F`46#G#GdJxCNsbsHDt?#xcXTX8P5`}A4_3m^6!I#->bvmAu
zG~SRU5;t(W+LMJ72-H2dln);XI5;1|3AAUf4j(}e%L!r*S?`D;FI!q&pDuPweMIyi
zP-tGCmh2wEDXayYLVk&knL?!3@;pR)ekQj+l~jEJRiu)3EzbQDbgI={M8kSbz~^<z
zHTsi8liXm<wo%(s;9*&w6su$L^)Y^y={PZu=5!)uIC=FlAgk?JB<m9`@{PYO`mDi3
zcMKU~CnWpNmN6l7W4UfG&)@@oN<53S@_0sGw=aEkgNCqRn<HO6Jox)P@z^|H#IsDF
z(T&@^yyDypHb{8(s0Z{)GG`s-Khbn@vwK13*_`k3X>U8o1d8aQo`)*e=RiWdpba1G
z*)C=l_mp1F<|?+}W&`RG<O`gu@}ps}_?;x7yu3};Bo61w*}|#H2-E!7LZ4fE<IxV~
zw7-BHt4?z(WK_iMHQ&B3Hl|02+*`B6CPAK#m3C$Rq_%e?+TEDpsfNI8?ww$P;NkCG
zu8n4#zHjl7&}Sf@h=1zK&;0xLWSV6SNl)Tur8Lpq1AV>b5i~W#J{mg{&ulzzP+R$H
z_%HXxYR}MDL7u6tQ{k;i_6Sb)wwf%;Qs_wyr=pJdr+*1DMO5u)gk&fAPp{FX$5zEp
zO*x4!pl?(Th{{yO^JU!AHs5!qc*<&np7?k)S9$Tq+p8M1ZS~(r?4yabjQV_{zN@dt
zDIH4Ql{!b{do9uL$SHNescBGYry5KihG%;gXvNGan?i|^{BvUPZXes7V${4@PtEmO
zkULRl+pHr+qwKy9&4~7w{HxncW=1Uw>fs<A6Z6S-p4_U%zSZ9+u8Q=;b`e?aN6%72
z^u*ImD7}v-T!+FcuS*lm$oXh|F!wKYil|b5HGHym_NV^%hak;Mr+cB%hz_pd7WrE$
zGgQ^Qjv83@ww2oV*Tbz*$??B|r%Rk7!_(>hr1*wsXGYQVdtE*OH1|TZO$Yfw@NL>1
z{-YatkIGFcZ9IwJo_%^)+(!X})z^Bnfl*9tDtVZw>tBDfFVa81RG)*B53Xmqeq7U{
z(z`*TsQ9((0p*_Knnt&fLc10&RkNRkND1BlZpz1*w|Re4$r|G#XEswVGK1*X{dKxm
z^jH@?l``K$wchQ8Ao4$<hj-;WEp95>)YM&#QpY0FX?ObjZ07u1kS}bQU+0<Mm5SW^
zl2cNqeA1$o&ZRDCq&7+12pPy&ec9)H3zs4Va1j+VLBj8&=b@v_{%a;r#v<G?3#PpI
zBAnwXc}TsUQ%>X;{!cIYlRxqE`WCHp4iow;_4%oxvF-hMbY}B~jvSTvD(9!@p#S<3
zlT)f!BU-f6=~0`niSiZk;3Mt->i)3zofaOQpo2EG%;B>7*v=fhSOV!`VnK56(dkHw
z3Qxde7PZ7fRb#A@;7i{!->AY+pI+jd$<X|~%%1k$szYUDQ&Nn|i*JAS&^&r~R1Ju-
zUWWNL$<^1PZj~bAOdb{$%WCvnql3N`Ugo7dqG#U?0ddxtFKp*trS3t4%XL0_ZBxnT
zWlAyknMS66b9`c?*^v=F=Z*Wcar=y(vjd#>xRqpw=r~*?a%W2BR``_-+i=^D0!Qz(
z@_7v(eO&T?*e$C3zf2Y^)xgL<UzbXm>3LGeW1KVZ=VS5psOOW*cWPLOmf+d#Ko$Rv
zjO{(1$0N={stUs_Q+^&<--iGCUaS1JJx^*BA-YAcsNX3Et@X@~kQGhD#TgW;;><dn
zOJcOgD82EQuFJy;p8ffy8B^lO`$4xkBS2?}t|FAG)i?L&oH}{PnBDEC-@gnt(dXR}
znB>c}TgPxMPc!b1ihTh(yB&Kz=cg4@jhgD=hB|F_r_UHU$_-yv0cWgjsG@&d##!2N
z`v2l39Xza-JaQe={yq*&a8esDlq2LjJfnX(B2HqT5B^1XmaOMU#mC!x&XyJGgs*~)
zB;ttme8p?3Sol_HZw#V^5PT6ZLY10@+}4{=ZG#%=mH?e){x19p`5M#k{9bS2Q+yij
zk4w2xdk$;s2&trz-9+*taEguOc4MALnQhMxgM}$>W|-2Rlw#?nlio+*&}<WDDz&2>
zxxzoBm^~Vea;)^rJjp)~zZG?z?D}{KO22=KN4qO;2L1XhoT&WE>6__XB|X?jfpS|?
zs+KF(km>YPPmODock2;RTTW^9*T8AJQTn?~#_BQewpOY}Jxv*;Sg#g7PCxh7Ohzb%
zeYAMOW+Hh~*Gx8uAG@RUS@3HgytNE*i>y^6>e1Q=MQVM$9EI+`X-__5%Qf+uQ(3cv
z%XxpT$B`q^BvET7)Nsrx!gik=S^52IHNrU#o37GiD*hzx4e}{;x%g@2XU?UtL^0n)
z%^O&z9EI{&Dt(}!e)cMOkt6JLDx+2}tM`kH=G)q2P6=p2Ir>peQNW8<Epe=x?|TOy
z$(rfq{n1drYw3;gX|6Y(eEO8oPe}VC9&K!r`YK3_-3zWR(8b&PHPEU0InuGrxZJ1-
z-%AQ{Z--^-am(u5zU;v*a;vCKIv>PF-j^Y^e^9Y3V?9n^e$vm!Bd9<3DsaWKYMiJt
zDx@-3N@4nhn#}xf@pJOe*1jQ5X~dgsJq+94oRMRo`bMogo)Ga6jNP*0Q30Oh2+X$k
z(4owFd>*H~pr@bnLN_jeg1W=6Z>14$N@eE!Nbu^&rB0qNO9!a)?{^tnT2h7hl>B2~
z%Rc83l_^OIku&ni2_5a!h}J{e%b(|Oar%+-PTUXe-zrD^R@%z8G}UNZVjymaNOg8C
z?@};Z#ePt}n_u(Vc0+Otqhj##t@{2D<gVo0epIv>tGzOn^1HO95FbJu=FyEUN8A|V
z+0;?Wl~T)-^3zlK)8?x39S_&GlbPjb=D2j%Px;nG@QSxiKLyPw=_lPC-MloyV@<Yt
zD3@mQkJMh(Wj%!Q>{QnM`t_0gW~aEXDcC?oscZ|XO^cLK)#YrBK9RmzwAA$d(C6bT
zfN;-8q}veg1f9^NaC~dah`p2qJ*nX$j)I@Ub=+yyIv!1K{4OAp-L*(=%M-mz5kTZi
zlqYNlnbuW9Wm)N78S;8*QZD!)Xd}CHnIYR=rfTQ0>oP?~Kv#!zsGOkBXE!bK9`)wF
z{qoT;O{#l})h|^|nJFdWNA1b(yLsanwCpUWhUuf_JKE0F+75uDaB}L-$LU2#$Dk6X
zToSm$ueJ|uk6664XG{xH=j-#1TW6*o9_`a-!!9@A*zSaL@r`VpZhaq~vTpC&16i5n
z`cp0`=6|3LI=B?49wE=*AbUGM4(+S6*)8HuUsm>yHMPOe><%>xrcTiCBPMZc@}d}B
zHd~vkuZCVJQ+zPhOKh^@*UIjgZRfaZl#+$E+kM$+#qY^)eTgbF&#kqc=!UwXVPc;i
z=!u8<m0X(t!;iGkj?`M$#m1n;ml#jmn2w;J&3(4xVopO@{I_hI$L%-ghsZ{aqtJ>C
zPwe8V$=QhIDx-CE%YE4=4pkJuUMblJx;MI4aXaZRQ7vVpRPXUI+sEnaa4?@B>THih
zb@5!DtVUTzM^rLEaw|kfc6*{>s>{#F%;!4IX9_2kYRyrr!tY6s?%K+~^|<c&GR+Az
z^;|B3M0?W~rtAA#A<jBOAIpVR^<kcx-TC#HWq)Lxq%tZkSK;^Qu;@G)w=Si<6-{K&
zN1<|vbu@Z$`b=+^Qbnz3>%Ov&PiH`py7=cM9;9n){>9IW^y0K^PyTik|8(Y>xT%+a
z%y!T_pPzjOaf_q%cZ@&OdXS@-L8+>^l=1Qg`As>6HphsaoLjEiJ9R{gQI>X*5t|S>
zly?W?o6M5cq86r^y?5$}s0B-^s9{5^DB)niwlW)<cdtO$%7N?e)X^x1Njpe>e{~;?
zn@bRJF7+k5nIgvmKalA8iFx+U_*@WYnBauRKK*L6(dWRa`5WBZ?QbbVXV^-`=G-~|
zmTw{aFkoaqvL8{*5tznV%v)m2DaTotj{~;(nHTP5X;q%k*R`nNBb3uUW%I7C?zbs-
zw}a5rB|Vb{Qj7QAsZ+?#J(8tpDk9gpYvKD5hf-6|KcCn==VED-uw`qh!{<O9O+`lS
zx9`QTIg;{o*E|tzbY37m4<Z!bg<M1@9KWADi@o>viCz!FeM9%A6KYgkO03*w*`kq;
z)&GVytjg`++>x`SH8eJF?8kMY$&DaY*el~|&4WOlzISS9bdq4n>)Ow6dwri*KEfIv
zWpvBihYZp9#>;h>6gxp9)$7c|%xyu$<;$o3yw1zgI`PD(lzN>#Cyjj1)xxrdLewxU
zE+K1TqaoI^b~_ZG?c2R=QE`Sr(GqblQ(()e$m4}z-Nw6hv{L5+*`d1hB>b92arXI8
zXr#havj{aQ()|u#;I2|Kxf-73IH@kxYpG)vpyqLnLc}lj`?a60znA{48hx}6O|{d1
z1b)2^`BUl1_<3VGzm7W4rsi{fRQt;i@@x}>vX4xeFKuNb?%A7jNJq@Tt*+~9+V*`6
zJ7F0kCh*|-m$FHt$x(QyeYMYm8LIs)Hj}ZcdQoM%ImwVFi@yoByS{yMe`L&wgN#Wh
zPHy?Sw!Z~H&-R@VUt^Dy|9iY4B48s#dHSuL71eJ`d>(R%+kp?-C2e^u(S4jNna}du
z{tzq@^~`*(DB{dLf0^y(vF&?P#$EG>K2Gc;7QjD+Q%6$E5v7;ZC#W0vI#5Fb@^nji
zD$g|}J^4OX&i6PqBp<!;9S_6bdv%Cjc`}6M!5Z2mBhx?m#DXe)+Pq>Gk@!J2D}CZg
zO6~qK_J4EUg4<?eEtJnfQY>2ql}=^+8s1HLRYS!Lo6iR!1v$~K?}uxs(tB6^yGm+!
zs7$tMMfG=lJhqSWJQJVD2X#E1F8Sy5e`b+l-r?u?CN2Eh;!-Y6X~Y^iY40p!!bTF?
zw=r$$$Cfaue`}r6RIVe1j>4iE5jUunx_?<TWqp|^OO#RFv3w(^k$Oj?Cp3IdUw&rn
zX=$qilMzfIumgjNnr^?^64`osQAgDN*IXxS_{34VCC1xj&C*-T?{JHRZCs6(fVh!7
z#3sEIg>Y*iyL8C5xjPX1kyFrcZEGLc>_ZkCPhzkU(rPzHTZR%1{Vgh6#7N-07idG3
z#HY=+wxL85=WnPV=~k?J6UXAa4<~zZE_^m6K=ne>)UsfE%M;T<#Fi}_d-IOmgNzN%
zvFo&c>V1DCns~VvP@wmZ4#^*xNto+8J6DJTj=O){L&2<+)r(pd2d`|FaM}8%7P@BF
zeKfkMR2swtCz1A3*W%Rjz4Wt*#rhC?XqcLYLxzU!&TH&nDa*Z2d^DPC+e4Sjn*#O3
z!$EIbHbr#7hbqs161b&#TkLS2+Zz`~E3;*8#1ju6Rv3I%{k#*bj`kU{)ztG1<Vl9F
zU#@Gi<zrI3FL|cVz(ygXnx?fBi+K1(Y36?`Z76*nCRQGWyp#Ibe@rn^&!#*k2)3k@
zW*~DU%C>uQqgoy>gljqJ(<QyvN*t<nWRBnxIfnAa<!;pxSai1K>!4dtr-=E<>GR26
z%WBtl{ESLaX*rQ@pJ%;YbWMuvEzjC@ht%xbuU@0=*vE8V;a7o+@Ub>s?^AzEJyXR`
zr#t-(2*#&&<*H_xOT51PXs<wDWuJ<pAzN#4dhzteXGdT`e>v%gtVo_qkEMHz_N5AW
zvN~p<Anw@y9_yMMc~V2>e*N_4K$n-n4stIuGuh|XD^O9p{!73^h4l4wuaaNAHh%5z
zRYBET|J+}uZTE%ZY9y(YXlS#y4OIR0vk;Y8zVSMdBp=gAKDI`xsg_y9(dWJP=NCOK
zG@m$I_w3ZN4Z0kAbB&53-W2~%wYF#4YJW`VeCpqS2%66xhh=+o1n;me^g4CVuP4<<
zps-1_R>fm~t*52}x4sKnk32sOUbS|A=rL$|E%UbbSb07b&7x|EJ(RYSDSsEdEVVn|
zPS?7qWvrDy@hh=4RM6<wn{3CE;Uj3HU8ebsV@th@{jCmE>B#~2mt#8<9^)RLOMBA<
z9KF%|XlC4>_i6WPyRvdbUaSory;<=Qo;=>QYZD$i+0B+AZ&L9XOlFPyVvF_}Afi8C
zVsd*}tFAC})2=`rkpZT=yv|*j)1HpB7WQTE4&@d{<q_LXw!fJC<9yQ2D!b%=k|CR>
zQV*B+nWNTup?r=>lEB=|JipKu;Zjo4C*%zJ|9o!0g;NzE?LX5Dmb_UTDc-j15A;fT
zie0*~jFg;0Inm?L71w6-ms5}YnVUHtjg5$@caC`5Q$%gLk+(sy*C9{R{x-UMl3ksK
zF8wre=+9G@oa=egLdh9aP%;U^7V28Z4=M2Eyaz-1P79UxDXNA{jpBLGU1*5DsDH$^
z(`VuT>95!NlytiMNVi1P^Q48^HhQaez_gn-v*OL>`<~cE!AZL#@#zL;tITr-$j-TF
zenT6!nS1%w)$Oh83uHPqOO73<#u(A&7F_$GG^OLCCFT-WbIaV~wBPev<~^L3w$J?z
zIk(@5MLLhO<5(498DvtoNP_IX%jYr5d0XnS87<0bqffMoo=qH^#i+%8%ZS)lfZU0b
z%6pO1dqH1*3>3@HV4)KqOqyIuTiarid(36DO*77$M}%y^uUYLePI`LYgG!yqTmwpO
zG9A8$hf{YQTWirEKFjL4%e5~~llXeyvKD^aWfJCLiuaSXy4s~|_@CB;aT$>;?Zq^)
zW?sQRK}$Eon?-8Ny0_O#d6)cvPb;d0{dqGpLvwxFi)L2o=*d;_X4}sD)@i2gm%1B6
zyON>~YF`9X+aEjLaUUM?Nj9JKOR!aULd@ph0yJi=T2{W4E9(=sYD46I^UWiC+8%U5
zs}zZAQ^fqV4N^^Rz+R*yB-}D-|HPQkFdH{!qkIb1Z4_P0C`D18jS}3Sbc}w{jf?Yk
zc7p1W6Gu^DJBnA@8BT`8rbdrGNBLYn$Kofu>zTdf%7p03dFZy?H&T})b}0$nG9qHS
zGM?MRljzhUJ`P!W80HjH`Y<zHi!OW6_};KiAJB+C(P~l~nBSeI7=Zk>jO2Rsa6K+N
zZ4hy#bTT_|ln1fuUF$>}QZ!~EeeTvdr`=5VL#2di9PU;q>BE$>|8qsZwG&-SXt36H
zx-OzBF|oz!7){gmE~dGtZ`AU+%SzH($+r3JCAmJ1Z>sFanfqnVc`@X;d{LK3XS9jE
z6k}8QVbcB|VV=v*NY3kN#y3B*7?tliBD+yDB2t|oo&_i?efsRN3PyQS!D{w%Wcf)F
zPtUgQL+1#nt!qwco^u#y_;pY2$XDtlCew)2H2qj;UtZuFIn_vpb~{w7<s)k6diJFW
z(U^1yG<~P^#&}fPJ)X>U+Rj+&J}KLD&goU1x!h82%gQ=WazuD%t9{UC_+_d!Y>C3R
zhb0PCkI^0KXLN_+O)#9+txW)p%1;@U@MMmQ4*T^$75Xo9Thh}$K9x$U`xHnmvUehh
z%qd4h<gVBhAHY_ni-3%}9@6wncpH4^nQ9|!_<bJ!-;0DsZBdC-Pv%Iq6(-_@pPa$e
zj!JySGPV&a*6SdtrKWa_by64YVL<gd&`rDi{M>9*!hF8xlmZR*X>T;8AJvmN8f-V`
zhh;6*aV&XP+lUf9-IxvS(MjyN>O?6@Ul+HHt4*_FbzQdxFIUlsx>da~>X2n1gY#*N
zx%}3rYND1K7VQnXK3RohBEvZ~=vdQh&<zd8+;*1s@zlG0_O|zdSL-?B2$fULzy)7(
z_11EZh{ik**2MUNmf1|#l7HQLx~#;Zi2^p4m%37yw4U!=zT<tmx{656chfuwJ52mD
z!`tTQB^LT`>Z!nyeA*AaWS<xB<Pn`BrDaK}zvH2hFQ+y*-zIOL0wv1&(w5Rm-(DL?
zI2rtY$QROyh*DC<5&0gWqzi~_f{jgtFEe@hAxI57@AUVG=Sz(HOS86jY3_>1^wyMZ
z)ox(jGM4e^rG8i6ZcCpFr3Uvr@v-2Wm$9f0Ro;rg-X)WK-^yZ5{pxCog>$%8J&_!J
z6EuyRM0KANlGL(9+iprOF%tdRX`=Ib2V{s$2Wv>|hd0eFqjBb1cyCXSNfd#7M)R3h
zC4V8y$$O@3vgAZM+XEt+_k-WXb}z}%C*d8s(f&Jg9wBc=7oS7A+k#$K9&Pe1T9%r)
z(6<gH4tCPBmGA@C;&~G*txvB<I_0OwE$qH@;5X?RG24;b7;@Igp;E8e=1I2L%Maa1
zh-@zJ72Y?l!?s8+>^!n2G;3$-_eNt?uGTFJwYyY$?0xypTuz9Z(A`o>vH5&<ZoM^2
zW0s|q4W3BLy?5rH&QF)cU#0@nJHE7)->~P&90#_52<GP?p`2KqR~5|v<?$uj*c0pd
z@01ucO+g2mDaTjgS0pu!mXJx^GL>5{G<g1`%!z96cu25Zb}MeV{|eiJm1V9VT0?g0
zqU%dmZ26rz61%;H3DAo-++i9=_bETjXk+rW?T*knBD1O`BI6rA(4SGoPZ~;JbL#fJ
zl<E?hvXc^-y7X3~jq;>Sm)Z<5O^OU3*O~*NkKQNQcnX_oq-sv>yo^+kY_xDLJ$RZF
zTS+4(CUYxg@02u(zNntV@o8Igir7fg%W0hffAmApapg>Q*5~`_iQNtKS@=`t^|r1H
zm-azVpqYmj=_2E_uCKlgry2Bqlq=)bF?1wmvlGai?q|xrM2Yk-Z`C-0=gPF&x6o{R
za)mft)nVKG6lGA;g82V>zvehJctGNT+rj&>?}*+K98JH0FK5vUZDCn!^it>T`%ur&
zw#Xx}Je@YXGH1osTjLy-5{;zNj|Os*k-C)i;-sBEKHpYKYu8eb>L8nE=lJj`L{uhs
zoPr`h#j-GCb53OVHqF%NR#t2S-{N8T9zL#ZrK?6UGUPac<RKZ2AbgH<=M0-(?}lm^
zzy2eUE_}iD@F&dl>Mi68?&(br9Uk0l|5`aJrO!UsL&waYDj&!>m4-5&;3qPtHIFB1
zey>DOK3T$~njScM_V7@9Sjw^2(r*b_oEKO+y;0Ufpi~d_eC=39ga%T%rb6S%6170l
zf89wqAMX+tay#Y)$ox1hd^Kd88b36OxLyV=-I7v%K3%7jbqjNw;2|Q8AK{(P@j4=%
z-OBM0EBJJ()$K|x?|EW5alEmL9LlmBJ5B3vrJ&+ALLdKc35oo@MF(Vds;d}IoB7k!
zg11coMB8RPMB#H>swffRsls2%57_f;wAT);p^xnZOX*`1n<XY_GbYn(Fj4Ig*KD6Z
zRk6oGqM44aotHcc8PQzt)`DX&Df8>U&*lgY_SG|wk|#FU_j7Hz>c2iB@${eDxrp3|
zxtVpf%q8j}HCT3@oKFj_Mr1iLr~ga?nLFdWf^sc<6Ip|g7FpQW&Z7au>AiYM&u4!`
z>awKs=CR{KFW2L2yWY6Q3wS<}+({Fw<ji;8a8$izGU#)mvS|)7Whz5>XihcjM2wyJ
z(0zRA^bIE~-wmhu$LElId+5_n)1i2CBKF!A>Q<%pvOJ_dL{v<c1-<;9H=T(a!C$v3
z*ghIR2J)x^7ER*x<$QR>y)ls)WApzS_*C1vdM(%`pZBs2TUdH}L#lR~?k{hD-dl3O
zgXj4+$PATus=@v&5;WL5{v;Q%i8geqUcn$H-<wy=Mp@>v)D@}q54V#VkSIRjBtflH
z#OG=As6Kg{3PBmIa5_l(t)3b-nTlb}{_P(>so&aD`8t9=9|!6vU!iKEd!zQb$-3Vr
zbEe*=f0i|i*lBM)2MrYJxv79I%ifyK=|}UQzNQnO-w1TsJ5FRvrP-WiO~(T6jRt>c
zQ+++v+i_3se-kgdpf8V)=#d@p>@7RsA$}%vqr<9`O!<tT*<*O->+E*E;*-EJB&Zk9
zw!MkcTY$%Ot51fGppoU<WrP}IdB1nU)ad>+(-d5vjPGwBnLaV^(Z@sltV#XaxVh8?
z&kitggk1H}D4oaJ3y)5mAvL}aA-cU0tc73CFTZuq6Q43x<!(ibe8QIYD4(c`Rd+PH
zzZ!ECCL$1TCMN$DUj5@3gsOmiKE?agWBwH4>_=0UrVgQIAs>a=f6dtWwVI=_;sd`4
zST)b}UQst9T0#0H)$4K-Uq*92MQO_|Rn3YYLl<@ABV9f#=puUf->}C5l<(B(LJk?R
ze11kOI{*EjQ?=@D=r4O(wymG7QHA)n&xaf%F`8fcB1DqZ(CG!#YQsn1AsfU_ei7;p
zL`Kx~&u3@wuy~R`20O#N<yF8#4D#O-mY)KJJUKpwPfQnFKmAw0z+BS(3DJ*d#G@^L
zP=?v4f1Di;_v=6(J4N7~x5Sq2Z;3U{jZXbBNY42rMtj(Pm@10rlic3f-y=9f#6@NE
zvq^{87wvcDj=~~|WzvtX&M#+^6<OWfgIaC#T=Gj52#fb+pbWin`W9F{yrz$7%SupA
z3yVE%s|`I~b?fO<YQh(*%=x8SSA5&q5FelQo`@-!=c7i%O%b*8-uv4^Dyr85WgZ0-
zs(1RlI|2!wT=$#%a|=gkJsQt#4nKye_Sb<w{El-jbab_Yk@GIED-ymxl{lxI^6UKc
zf@_?8)0v2<dA=NNS(Wm2%=&c8U6x}a4NdGs>f8!4bZ3$)vrj&iww0r2;WKsTi`hw4
zgWBhPw$?am6Zu|Bb(_Bq&#}{A1e}`BIf5>8G{RyNsq8krA8dhtSB0|v?WL&1gnoT<
z`aVof{3+-dJUa(%bl2!#gMCJZ(L7BnEn%wN$RXO*tH6Go@M@}TrP5>P2W)1KoRsWX
zv+~3t_<JU=nTuQU|8&{BDS{q7^xyH&%2IM-7{pH|tehx==S)|Xd}T7s|M@K%`u)5T
zmA2Fp6EXSBPH{~zrSt-?>{W@7y(a#|{&onl=uajdUIypBwhY_Rvm=b|l_;~W0^7$=
zZ9!O5>GySQnRn$0A#E&~OP9{GvFDOglbq)=UHmD?TWx38zI^J<c1LTUK0W7@;ihWI
zG#lQuHQ<<fNbX;3k3nhITb_8^I8LbInH8JCP)341*STBnxK<?NX9%^E|I6}B&B4=2
z<64S~?KpM=i*F6LoEY>FtnKFSqfaSKKAohQK98oYv{TK$^9VX~0@tJWD3@LZ|9R)_
z8BumFD2r>|C?G8RAt9=;Y=msTz6WdDoj$LEwxkrH<Bi?p9Fc#&-_|lxem?dN9Zo03
zjq-a-1hF08-{|t86KOGzG8Sq1f9vPK0qy}M_I&<UHZ>QZ2@dwgr0=BGL}+dVOr@sy
zpO@-RZ5}26Jj(?&xgP&4;@}*kCf3n#<5oRxFRiHGZH}Ln(gu$!%c@C!YQHIsA}&M1
zufD%csZq1;<vYIyU;HR=i|y{3rZpPTg(G^$#<lATM`41`+R@KuOYW6XuksH8y-%$z
zW6vdO=|qd<yboDhs<+`IoHUx<43!w{GFf$<X2&5j`G0xpLw1y$sk15H{&}Do6uUY3
zGc@IKMb?f&r<%WHZ5bU_Rh!+I#WpL#)<8VO(g~R5cm8+KJUkw=LI2leAFc(eFn7*o
z;ydA!up3x4-HC85JiQm5YIf{y_}$a+6MhPR&bE|mQ-n))_-puA|9pJ<I{foV=(TVT
z;mhF7z6ig2_w@gs{{8fC;cuk>c=t$^mbv#y&v)b2=-Yvc>`~-*(MIO@pfRyuDH-LH
z5})r&#_^%~bcD!DRdZz1NRHU(+Jmn|>^~Vpj90op#S3WP^S3ymDYKQFEAws;?6F?{
zJ7YL?zgg^?v?yD~H$K(GiRIX%2QfWmEE$^i&ZMhUBIxN*@uK4UApG8!0-sJj$jWzm
zuu>%?4!Io=zca-psRS_P$}TF<dw92<0A7!m-1T0d>L=k}eG7dX4=d-UOxKoqTvD=p
z(ueg$h`&Wui}p%n%*}3D-RwbjFZdFy5}5;M(T(?<^1@b?D51d7vZ>0<gDK*?73iqm
zC^c<vNTCwI8}GSj*~)$_w;u+7{4AiPo1+`+&@KI+b`NRGTuEChn=w{6Mm7yCy)f>;
zV4{rLDR<!1ebmt!WGJzx7fA#}epJ#C4L=vxh49{FE7?`&;X5av;Vx3hq(Pg{rKXpW
zYx$(y_`s7Mdz9W&^-l1QI!}2g*mQN+=-Yby-u5oaKBQ3couDI{sv#n;*~_DKTK9Xt
zGud`38}fxj%Idtq`8zHhkGJhLtav1B&@Tb2A9Hy1n6h$IS}OmYKA!7FF0}epu=4aO
zK}SacTTfS$i1~#}TW-ZX))S>0L*EJ5m@mhw3+0lHr`j_f8;?avIa;e*Qd`!vkEi#?
z%PYI+s4T1BPrPJLB0jqNpM)$4Dweum+SHQLzNEBeG}Z>d2Rf<&_LQCBF<atKB4+W7
z4DZHJ6k6`4*FNe|%<}k_Eg4ew%dsB;+Olb&%$0knTiOITFoIM%l~R$aJC$_0ow>HR
zZ@Q;m;b#D2*q(&?S&EHQSwu$V$@bdr@Klp)?~Gu>24Rh;;dp)%f4+Pl%G&673?(~|
zQwo}vc(>q{ex=lF|D7>xt+->`jR7MV*|hD^4=VaPn95s!4Soch=Ext-xQmRl`(duT
zOIX;h%bgEVtMVsf=za}e@AeEG^E~WhDRY}1y#6~Q=qxVRo|95P@XDp^k3Sj1NUXz7
zXQ~<{M$W^OzWG>;s%sF9(XSUqC`Z&lmtK;{{}YXsHs_Oyw@9_9_Ra`Rtqzk@lW0eN
zMV}jI&3uVV(ampNQU_wp7ZWK)WSs8N2_O0ZDKb2C{=_~tBIBLyJTZBf;<4BTh)B^E
zZUrN@nadw1ic{<*Qg$`??~HI5r1PqJiWE-sPdO<{XRL*^_Rbj6v^Rl<usNRD6QV=?
zKN%ONnNnQTSX+8ue`f@#YJMpd4bQf_PsXq*AB;8<ZN}Q*1EHm_1^Nc{7%Zo`N$m(i
zwgCT{=(Rpswel7p?Q>gb(Yi5gvHl3n&<;9e>W?uQR`y405q`u-X0x3}(+TGOg1P*0
zI*f@MeQvbba|;9w``#I$Ao*Qtwe6Gm)t4c?QI|X)?FcqbVZq;$cI=Mac7OQ@KI)HP
zoO6~bd142n<yu;m6dpmR364CrF+}`IAG!1xJv{f{8N;ahLRk&Pe=v<UrXO1(q|R7!
z7#mSi&zJp@pXHMg>e-I!5*<Iktjz3*PE~mN?by2#k$joH_c69k9UyANx86)K<yi<3
zJ~7`sdQ;rLjI{nvn~#Qz`-+%ID{19-&-{vHE=m47ZA@&Uja^-xSfc9dVe{@b?$J{J
zowe9JL|(7a|FoQ1{yS|%L`3X{CmZ908hI{L1wJqFRm;+}ZIpz+r0UGZ7ApF5=ef6m
z>15_dp1S^&DE%Bb?@j20)Z=Zf=9zP{*Rr*FE9zPALmAHF$*RF?XsH{}Jgi6C+!X8W
z&;{}1xTABN6csnG_^3Rs@V$1<Y5$#GzS<^+rMjs92|0?b<&Er*%7ho`5(mw5K)hDV
zrqtf)rBxjfnZdEqtz?Q5CCqT%2{z1&$)HG?xApMTf2U0;G5~DFuam`1|F1oju<d5b
zHr5wYw1H=kbt4X`%|SuQW8+6d_habmqn(~6z+Jz8vzK-nDrKQe8hF!0=z}jod*Nc<
zftmAn0-f|b-ya=|iW$(`fkMoTTm?M81ll|aJVQs{neJR*j^V$<|L0v<af$yPORpT?
zUxMT#VXser3wo*h-@kGyZ$i5*(l~{xJ1MS(&22w~f4&QwD43>s7I>-+2JeJ98?X`m
zdS@5ZJ9$5xSa|RB`BVoXvh>d`Y;9x8Z*eo=W`>d}wm$?3U|Ni5o!ZC}`p?7pi!Z~!
z)B!)MqTibb`7GW#<alVRp-1RpN%tH%nIzE-rvrMZ4)!k(!k(Yp`Av{plaJp7tU9^#
zo1h1;gGT)K>8sQKJn4Bn!Q*Frqj%)`k>&rMtbIIT^qb(tm8BCI{W#e<=5jCIpyRyJ
zZ-S<h?`Z~B)xbXN<;DlJ+N@-~n(4peV<%?9%g-@0BS|gdV$xS_W4_x>^Ld=yUpv>g
zOTXJ%-1+oeyq&v;=1Bauk<DDLp>v()Id(JvtJ#Aby7_!BDcbX79o6}k>`20Ea?Y4D
zcRi??58F0_@#w8M8z~3nT+)ehIrq_nmuakRt1}*6A|*R_B59dpPERiO;3i_<TPNe0
zvuL~TyrHV>;AL#ek@$(Vs3Y1;o+y0z@33`TTguKaK?B(*MSUzrTseN76~eOL4F7x+
zJS{OLx<PlePnx#9lee@r`5BxXe{Lgt?K``FWNmUQNp+?bKQd9_dj$_UXEaj8Ydrqm
z5`t{7ZH(GYijgWwynj`>2Q$+|jGTpPdwyv2ey}m6b<FAQ*Vz4cJnH)Rt)AE?z1waB
zD^W7jOU0Fl5M)GtDYdESJ@3>sW})P-x9Qf+Z3bAulj7r@5pRz4`f+nl#8JNEQC26m
zjC!)kYdknzvwb5D@<aSbj&Yq8@b#gjQ2wN}V?6PxsN6f{x_Rf%gTCJj|4;)V4l!@Y
z|M%)wiKMKP_dfCP<FV*($GFYBbL#iralBwFU)=iSaj9>*FD<3~I{EcFHf6QF)I<Lr
zpSs)+lp<Usy<7JrJPLAFJGWVDJOEb8r$(+%B@O*2J`GEZeRiK3Hg{&ttrSm%ukHzI
z@01Af?09{CO*tKBG{$w^r&14XJ)BJ9`jI%@I&BEQ7h;v~f_<V+r1Ph}wyL(Zs|RiQ
zP7Oa^mifMv(ra|eiwn!Rp!bP~l5_dYQ4kqwqJnB|ikF;1r#>xnxEbheRo$Ajuy=<0
zYnVm0-_PZkH(HWid#C&^M7N$~_h}zE$O*<}xJN3=2pnJgPS`a~@0m=xMo*&?D79hF
zo}@Li5<|}upO(l29TM`cR37^2$!G6tZ^>PCGt!-a6KnBe7%O?=zBDDzE+xP$FP4HV
z-aPPf#Dbp~!&}B^$h;>5KHkgcjMsuy&}ol3y?t!C4Eyi&<6jdopl$m~u=y>zwyBm`
zRQ^Md82CW<?C+C&C=>4WbDjqow{azv>-aAhkuzOBjx(1SU%o*;uZN83B9q9a4<1MF
zQ+bYcjUC=!imfNToeYDS9xA6ua-HY=drK?p?|9UugTYj3o?EP;@U@O8y<eg|jNFF$
z=ncvkDJcI{6!G2k4e&9{$t*<@#ATpimq1>*W7e$|m2oD@m-iC4dN8R}tjl`6+2SoV
ztHg&KU}Lck_uu3hzjk_M>`pGLe%-V88`S7YEmvID1X)VoyazB+3pwUHn17%ylIz_T
z-=Jk5*6^jq1)Kfi#)a*_K}!p__y(L{(WFx@L7D;hJV-s(<i!+yEZGx_<MywzN?(_8
z-wdejJ{sbt9^~Yzd&>-UidR9}Q(CXf|2Sib&E}M)(VYD6<Bo1t{T)xf4Qp<#t=bA|
zIKkZQn%ou4d*|5q1Mfv=5BoZL8;$qQV<YA~e;q};uMg7A22d9nAWBLlTJ<DqNn~1V
ztNgDp!*?_Mw?_}5_`Z6ms2|x)QLl^j#xif;>zCRmgiNPE-5ez}<#{hH_nrO#DfLV?
zz@<3X=Gc4FlS=ZVfR(ePDb6)q-`j4f-pzi(hvA=5l$<IytF=dE5R}q<DuZJvxdX$`
zAB21@Zcl?aCq|Ehevx()#y+OJ*c#sN9T7uSdKi8lYWGQ6yvck9xoW=^*k2|_(A)Qs
z6fM^~>3;h5b32)VqK{`5w^r@^HrPDm3lDuKOiTC760!}0dz|N6`^a%yKCk|cC;i?x
z$)lkbwW-nWYezhcm(9KNTE?0Tsg$CUu0I9+#N(w_&nkxIr%Srhb!OuZeH(Vl@PC}6
znsdCp9hHihugQH_*IB%BPGemEN_=+uKBeWBx<(xfT9<Pj<!MgjB$xHtJAL0{t)`Vc
zoy&%|CCq=PL};hux!nnSg*SX1y1tq+$B)?DU&@QJ>-$BJ{&n-Bc=>&;2;V{bkyGqz
z<Q$uv^S+dZ{wE&wh34Tb@9)7Fv;9a#?#5vjeJOrgey7B!%J;mctea^q%kQr(8#SrG
zmy+F+nfmYa;#SVQ1}~czJ`8eD?hNXw3Dw^5@KTvbCDraE(zDWc7%lbd$BSIQeAG-Q
zUAw%^CZt$<Bvv??quAFIa~?9Uqt$!|F<RdwGuY{D_|m6uwgrvn$k%uaw)yRwE0>h*
z%jKm*#OTphiCR6mUhSPyhlJ10^rZ4xlYo&(UEC(xDlOPNR=A9J(6?c3_}(m=u6>(z
z@=Ue0l;`qE`JLum)VD18fwkq#Ov(wHUD#rxc;6^=3H{B$k+od}<fezZCB6M8>*)PM
z;KgNTMar{QJyVjkcY3jpOczQ&?Z4&BY@bg0F;pElmXPW5<7B-@mi%|x-@-Ch>*-wP
z+^<hb@#peB6D`%*3Tn+c^~X+yndIz!b{6EEs3G%8aj*5M^Jt1_)xJZGzO{FJ$?#D2
zOe$kDI6FPBX=xX18{-<g#}+kC2<Eixk4xz+?HfJ8Z)MqYN$umf=*3A2U#s=!HICP;
zp2u--`mLXmRPfspSi@6(3lHH|*$AJuZxqKaLd6PsPSUOoiW2;nP3?PEOKLd#`3};3
zH3+>S3!PUZ&@9e+P_LqL+?sHUl--;AAin!{TSM+muYLr)g#PB0jDSJR-V!pQdqEzU
zi{$_F>L%8M*kB&z%%jcqRZXe{``QzI!~FZD(ZiaG0eY~nFA>^(r}>Wf2C^zCopr{H
zSxc&7edjWu_Yu-zz0-fi*+XRIauXx_)7Uolrt+}HpUYG3?JGT$Ydxj9WYme~8~t_C
z%si<db=Kc0W4gEpIi>2l=wol);uIOO>7RY;l>l|V==RSu<4=oTV;Lpa-tj29jCUPv
z_qMXc$kaKtF*B6`n`f~<TRY*h^*tW*v*)7YNDt4nXMZpJD$H7@G`(#94!bay-cnZk
zpLo(c$Gp~dMe6Q-{szf>IaQ%j8n4r@eQg)_1ygxfkDiHQW*$?tM3hVy((h$&{+HSR
z>&;dVvYe;rmjH1q^&_QB=+<NA;qvLi@!d3>A2T^gKf6TJ^Tb08rI~}JIz<$j(%d}8
zy3@TN*;n_l#dXwIORk@X9FMd8C3UUSbTiQX>h)?st=XDXBGzvOwap-9t+dCY`0tc*
z%*hn<!ztd&&hzhGbFJa7bx=q8!JN2Z`l6h`V7Eofy42q3=fRqcfBT!c=Ft!oS5}<L
zNx#jY&be=96wim{^`A9#gsb~T#5I(cor0Z9q}QRH_xEe>lrqY$NzGrR+&4=+uXwVv
zKySA<7HCh*yM@0l`_g61QF~`S{&i;_xkGpKj>yuU^JFdJ5#L8|u$1k&+>}(V?V(<a
e`LdG=duwJ*#^=@Jn<3_IZ9@9@)4!eg_x}KEVy?dc

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/LRU_multi.png b/src/Delete_before_submission/LRU_multi.png
new file mode 100644
index 0000000000000000000000000000000000000000..3fe5caa8ec37f2a12969ffd52b055bb3da932ee8
GIT binary patch
literal 224651
zcma&Nby$>L*FHS9QWgS|2HlM?gi3b~-6<{IVE{@>H%K!>#}Gp*0@A_|(keL&A>HuX
zgYWyi&wt-H_i-N%b4*-&?X}lBV_hFrl%xsq$nhW$2%)Tugc<~LvmFAtC35pRc!fLr
z);;jgbyIn13CKC_zt2qtu@J~3h^)j54bQaIX%A0x53l|6f!@OKiNXlp7^x=5{Ru;@
zQ7VBHCV4Jlr!6v>*Oza7eB8p&PB!!|_RdS$muc^>QnX!WCo`Kv^`J_6ypK!09eHxN
zS5ln)176YDTI{+@4IR4~_>{P=h)56BFQvH*oFd7BO>TlK`Oo9$^J2>z|M?5|q?k9<
z^uJ#y|E)rN<-cACBxLAbz4*HdS-rD@93$@|y3%@YZCw5H)D&@58$`kF;B}6!o)7M2
zdh;qBH*Coy@q_jyjyK4A1i`!C?lU~V3+f}fhTpmiqP18FE-8uXD)>g@{D$?TX#c<O
z#(Htz=(nQovy;Bz+q=pMQ5U52NTs?QsJQy&Mu7T;--bK*A^wO?8nLWN$8*Q3w${r|
zO_w2o^^CJ%HLdvqLgc*AtB{`7Sx)d1<kUn-RF}))e+6orU;les=%xQ!QfsidD#3sK
z4dJK!|B69KHW}`U;}1^vyEa+|Ryk)L51FQr57-%TSm>!2D4y2d+fKMQ=3G-XDpnP=
z?#TBiw0c$<GN*ZzRyVavQWYTsEi2X#cCoiYMmf<^p?Cl4KE-%mYE@%hL|Gply5-G?
z71t~nhJiJGe_-K`ySP@V`TbdjkU58{wxsBBr#?5kg!_|r*SOHNf?W1+@N0?Vos^IS
zGrEC~JzSG#i(&1nE`Pndui%SxU>A0KEuJ=BhiK#Dd(m*B1^Luw#8@?QJFY<>2~kR1
zxNpb%jW%D@!K4;V-MJPRFBy6D$?bqd2+3R9rw~Z_jOs-Wu%abcmOrKj-M>v{c^t4J
z6lN_VGV86rG(fuHi)FK*3HxYYL$)-ruHRF#8!^#N#KAkc(faKi-)|a!ddb<}zlTf9
zb|<L!${j&X8_#TvpmV;Li@j}g7Qtc<OO?GD*P-)cLFbj7@jZdbE&TC*Uu^F#x#k=h
z2VG{#o|iwJAy$7<SAhWka9X#2ARsStLBd1WnX_Dwbr0p5HL1UX{3(}yMQbI+{jt}Z
zZ8``9d%ukVx6kstPU3b)iml1Pv&l!N`rDSN%|ACtU0j@xyw&HlmqkaJYmy^lACjQX
z$Ae8%%0JE3{|w2LKNMtj3&5Y=H~j-C=g&WDV%ryn>V4_apVYB2OtPL0GYH^1HhdMC
zwkBNr>G7c^*0(;P(-XdNTeDlPX*9V88MnI_YDTxUpg(C;Jnr9e$xcDOp55R(e}Qf<
za>%ZNjeayaAsuzPV3=A8V+SX!DCFNp+*9!TiM(U$gtimB-9Um$kDutYDXSgQ#C9yb
ztf`;6fi9|V2@1_^xewXsHDNjJS_+z%;W?j4bTKr5*CjSkRrN3ROpn>L6Mvjcx1Wyh
z#<HBI6p%Pw`dO#>XNv1|;?<v%ilL?Gk?t{l7qGR5KbUYOO8YHb;8^qc{s6kb%)X>n
z`Lfi?h73p$J1I1cc}d4!---~I`VC5+y$B~XO=M|-FDk|I*dQ6}S+ZA=t4>fZ$j0x{
zr*Wt1;itJv5basUivyPM3OUg?0DE7d;~*pzx~qMMrwQpn`(d~aQcPVHY_7vW^@{&~
zaN4t3UqPqRIV5>!j47G1i{2`yZ0fFlg^rN`1VVA`-yZguYc_cC;NkPDbG3Q5U?|{X
zMKTfitt&r^#VhS<#-OQvzLX?e69pVRV?sqvtfWv%#=r>sW|tqj9^3{c_8cA!se-ka
zAmxUG|Cak0-|sW0*75O23{PLw`^PseDejq7RIpY5GB2I0{<Lf5eFr+ZnI`0zpV_u^
zSmbq*cm(k}8nDWm)c$y56rXC#B!8i<f<PhzzEoe|pNLLO@7p=Vr+Q+^w3%YkEL=C-
zh)grPf2-58d0&`i+`=*6k97fADnXP%-D%g;mv~>x=YTfUB(TpuYiYT@G$O&fiO-K_
zyS*xAskNPGo9x!uZ%|#lSc6T-EN|daI0@4arTKAoD&0%;^iT3>>)oWjX1@lv^V3XT
zC_$@6TIQuB%-OLR-0#>umFjxA_3CVZgvZQb;J8UK)Y1U$d{OntL~ntw`p<)c=wE1C
zxqJD(eU%Hqb7I@K=s1HwQqgK5gL*ys#Bf0;5lSfT1Dy9Iaa96B@;-!tN3UnDa#ZY!
z{~{z1Sx&vBnA<@Hce?bP_D|X^NbBOazp}V@{_o@G>*b5u@yJw>=ALn>@?IZu)ps&E
zNet~Os(2If!Mvv{zKTsu{p_jMWzY@O#vIfWlkJZbu%DtpRkHh+NOz(weIC^&g?JEk
zPH#I{JvO=mx$}`EmW81=anh1G?eTv;+LGxgHjk@VDg>DqJ!N|CIwS5<iUWx2AdtX#
zsehGTp)EoiRMe_ZQ#DB^(xq1+#lh{1BwKeuq;LO=$_JVI;xvkxHTpdEE;UY=OOT&3
z2`O4#@!&fu)3Cz0w`$}4YZDT=?cwrbV<@yEs^8<j`_a!G^wJfOYJKrqOFb3ya*$Rz
z?S8im3DL_CNSO4+1q2dW<WnHz>$y-#H-aD#3Dn4UGw{aew2x>mfi|YyM|2TC&2DGM
zK<6tDAmtAgeNi(TEgOwxR(c8gw;-GphoF(O693y4{`cb!p-KUToqg(%R!d&J=rG<H
zNz0X%kJcAoQ|$3C8jqfUKH4&OX~uW1bD;WUXRUYdlcRS<@9?fCC)f&!u&(%RwuU>n
zD^~a}4e&|Kzq<d(w9if4<w)^Io`Y4XMO_vi<bx}IAMU-M7QTasj2F9#>h|uDpcFym
z1-X22VCO%N|G&-jKOeArrusja1bqnF>+d=}|8u`3MUQ9e87}GL3F(f|``cD2qJB^p
zfUsJ1ahw0-5-u7NLjSWLac}|HQp2F&*iH~GS(KCPeLx1#InzNN-MdID@78}w%FpZY
z7HkUc(Yh${Z)ZN-Wy+jSWr<AIeFrvC6SqE@=eVuI{!c0TIh;Sk81X(81(L=7=!(Su
zeXZIBR0>pVM~f7GJ0NQx&jC1xKH0wUFnQ6X4Y!L5=d`B^nZ*qMxn@?9iyi!_QF`{R
zMUI4tPf#gwgZ)Q{<3wpWz(pjZ-%WLWm0P}a_rXBE*2D?pl2zjJMW*8a`{<|O;LhRS
zRG$ibo@cDTaPvG`z);7r@TfXcI>O|oGb1zCezb_~Ag16SEknZi%0H#%Og+B_F?RUB
zd<)8E#PtBI)cLPvbEmKZAC>eOe=ncwBMTH7%CnycWJzR$bKlpI)u(;zR#1-P;d@~b
zq-5ZwnnkYX<F=#GP{|$Zx)2nETG}riYYN!IUkk|Tnb!&#`9`P?fmjNND8~p~;4O-4
z7gx+V()z1Vx8Y<dRR8+?CgJx<o<eu!mh0E0`MAoXCDlw{7FY7b%qu8<;$eFM%22nA
zyo!|W+o6~_(&`p$86zyTtyHWDD?~^4t#ktWbqnOQawNW(+r)eL?bStHche*N$&}_M
z%;fx+M_|KCG)mJ%9cvnKf$KF#ZViI8uWrI%qjB}cm86X`{E!p}a7nDpc?*e@TP8&O
zk#4(1=*hBCr52&4Q*tW&Zqo_{5>%Z5k)Znhd1rb>l6rFs+7g|??sN~)&!@*x#a+#u
zEi&h>-npH%57#DZ_4a4aWpPlr-OJkL<BmQtX47P0I^diE={O7E8$hn$L(8C|b3(&E
zh|NmN`RbQ}de1Hd5*lKx`ZlW^<$J{jyHkV~_&gdZ>gIi8cw)TZcXaE#b47(}cmHcf
z=u_F!a9V@9zLI^z21$0SY*RB&3LN>kcxaL;gBl3oga^FVV59Q0aoB+QXn}>zQ5m9q
zLg*7KBz5AW6AIIMX)Od}tMho($Mkixr&vS&%$X{LQ&Y4{V6id>60@$+<fOU5*E0=0
zvvie(o#aAp3oI+2&C~nsRcWPAkwA*^{x9{tpW{wXEB)P@!Nb2XS|IOICcH-`E}r>{
zyu+giE+z@P_s1+QF+IC+mAKx3Xl*>Xpg3G2kFGP7N|ZlYrpfCe+{xbkc%No)Ai)2n
znc3r@HWQs<5-O2FgnEHcT>6@d4f7HwghDxYF&FfHNV(9H-9{SFc|aSwsH&~k2d4#c
z6Np-LCwxYxW{SYG3DgPRb#d_P**W&OxN)%P)Q@+e&bHJR>L@{CaY9{<zvKr@4B$%Z
zA%41m-<j#+<FDGZ3++tIuSSwQB=BT{a|bIvQ~T{CO-vpSPeO(3J?-qOot-JWyJQn4
z)3aCYLY$q|=AG%fY>-KN+z?|X%Om0w-$Tbzx206kN&c=>2*mnO@Kuf1{3B2vDT#5L
zTzn<R>;=+wN73EG+6D`bY1z>YDT_2cdNx7Bb=HurO10`HVR-=~Sk|gSh-tQceg{!;
z97aIfszFCc4}SxWwq!2V`7SK+NE}s7D?Rh;gYKVW-U$)<-K!dFYv@;vu!L7#uR9pq
zO|&9ebaeV@C3~Kv(i-i5wy|xpv0sB}X|;U)y~%?Zv5D?k_%xYbyt=yiCpnEWq_Q%`
zqSoah;UjK^fw24N#qI!?66mb!7Cp$$p1v1VeNO=#30(N&Kn;OBzsgA<zLw$7SG`l1
zg_I^_n?^Wd2EV_0P7)?r!KLclK-t|Vr|F<s=?=4G5n$2jl69{VzX5U4$<-RDVdSTm
z%X#xD?p17z9qP2k0A;LK8oG^+kIwjPcwP>+&Bg(XOWG8nQ;@zRtv`}jNxEdhG@WA%
z91_LHlZo0TCA;XuzP>4sq_Q1}RnAcJX)t>F^v&k9Zf<q;RSOHjxWvTl;^NwdfoGIy
zsh5gN;gX-#*_K}XvYWgLF@DS_1u9Z>D2~Pj@^K5_Q}OHZ{30)I8?~b6J&ajP<P|-V
z*31`|T-SI|r;a@CSYz&0gz4K=*T1-O*EEl2xX-OEA+;VG{&=myxk&Wj<MdHjfWL0Z
znqTFlSzKmp{@9GoXcV=NJSe0(=Bf(eiihBv7V<C#q@;*vVg_K3Srax*VvmlbheyF7
z>Gb@qU@M)eD|9qZLq^4sCR@qK#3Ea-)79-H7)MM~^eRm9%iyP!RG$lSt?Rw8ANAb^
z`JI!Xy}kYWnv$kwf_QyBQ+L<H4bj--<Y)Cp5bfd-Mt>a}2U^F=5E7eGEGoWV86@8Q
z3qYm)xXR7vAr-z{%%9akX4e7)qktl*g9}z%z+NkXr)$3O605tgk3|0dOgU_$-am}m
zYb&?;NLd+^fMuSoP<TY9rfyrdLhdJIFb!wOfR>Ezi9YN&_#|5|*u~thtR?#bwP&cG
zE9?=PZ8y4IGbqN180{BDx*v>;@`>gefQ5o}ci>x@=DmL_v0zoe$igH0km*)vrS=1&
z_wySRgBW!B%JN@jqA~Ld8C6wH3rl(?4i1=(4pIFylXFAtg0mp;{kA)v5E93gEA8?9
zX7h@WR{ifU0Ad-sXu;(-@z?g$l2Q@)wQDL_P}rXKjPs?QiWC8XdN`^=o0Y`xZ^GKq
zFSbdmG#V-kb=fbTgFUWUD%$qx{v-TH8e{Y5st}vuiNPXcPF7iG3tB~zUSiT*+YLI&
z(2p7Q#ul$%DfF!^q551SJyNYfogNU&F6T15c|Vb&3=}sDE1`KgWevMH#jL?kQo)yn
zoO5-=&JUfCwZ{(#g3Zb1+W0KYX_eg5y1L~wmHH3HZr!S2@wjuz?xy<o*syQS)Rfc=
z=v7usg0CJ6zNZ8@HX)RO7i=Cn{Mt(!yERp}cUpWAq9c4BJ!4SDu=ebqNsJGc@&?zg
z{e;xPL*aJ(MO)5lafz|nw(J~UohLO)E#xT;FtDm3>6GCgLnRdzpIAwlMEG8`U$bWJ
zl}}|&gR^#NSja9GA5&1@DukD4fn$wy+kqp|WkgX%8S7uVo{;HzS37eL&ASVN4#+%6
z%@Ra#P5KI=XnQ3uab<XFD(A}=F2(R~ai8w^l)mbCTnp6^6lCh|cV~S1)CoyM6{z^O
z5ujFlK^$tmfrA0Y>UcqIHr5;J_OZ%*ilQ)q1A1t)grp8^UP;~h1&Vz(y-az!M$fuy
zlU_PJe(PY4VFxoHT=?fnK@4RDGqc<n){!@vio}v@(A&ob-@(EAD}f+;h_gPCfs@m3
z=;EPwFxW?RgB;~3F&8;xglI(gRbqYuI)-+5opGaf{xdN}NiU3?`_BhfQJRuY!OWpN
zmeW?8#F~kY&)L@eR(AG^;5pK32B$XrJGSP$k7T+3&`DdyOqH6~bH~JGP%_wR<3$FK
zOpD~2bxsVAV-h=gIP0ei8B;5(IvaY;tr#+og<$MjG1=M0RY6yb)1MYxhV*i45j_zD
z1$5+shWz{ikedcfY-V%8)jn}Wui?SX_rw-e-RbegLzfF`;>=f?#vD|Y^4nHlS9HJq
zQqHOwcJH34>mTz}TFiWx`?wuR?9(>8{MnlZU8y-P_8}DI+TlCHo_PfwwgaV&9=%u^
zGMGWEGFZEaOQG(rVp;dB*b~{%hzKD^nf&ZVUP1Id`mu;go%mQxl7QIZ4JlkHYA7&T
zOZP{*AB|wvv=SYEt(EeyH*lwa1m)a0pZ+_wg}Nte@$cwB!+<8)+hV>N1_q~i*V|&T
zb^1gWR?xWESk_voh4XTLUEOlLNFYSBSKrIIUN9bPeo~K`%a4~^_x~#e#Fux73K3s&
z5Z+}7@<to%YAh|?xAwx~AMmYg0>2#*C@d{8f0;40YtXdh;Pk1GZ`}(3LRN<1L^`Y_
zYd@1q4gkvTlrH+rX)t@b*SWLiNHcsvl1amOch!T`3;F~cFSFHEki^_GL)zL#y4&}8
zbvA;lUr9m1X6Mm8j=alnGMku`_X7bu0T=;Pd36&*L@53cEG@H?a;&$VD^j9?^5dRh
zh;7QU5PI~tRzs(lp#*xQtcJZMSo(6ME-PMv1QVC2l-D>@w<|sKV|rbF9b!sC%rM+t
z<lHx2SMQjYcW3XlB2kEe!~Sq2&zw;~-k=E~XWPrIS+!^Yj9nh%da8^C7eN~*6daGh
zAREjwdR!<<X~cC!Azj+<^l7CoTepm&iiLH)9Jn&oxEEuIiipzwA}vGfA4O&S-<K%j
zo{pD__~5x>=z<W%u3a`%0iix?$n#=7hw=P|jb=m5B1xbJKqR?Zg=zo@#eva2A~VSd
zTtUI8f>W~FH;u60f#>v;m76ejTfz*LKomMc%s@R?cW?(9%ff9xUe0HTgh)}O&(X->
zNEs;UZl3)cLS{(q`ED6CrF`+OTkhioOvE>tIPb*_KnwTwM0fXydN>Il2AkJPXO211
zLnlFDkW5bg$a0UTW0Uh{VDfs)dF({3W9_&JB((!<o$FHi?Ifz}B(I(t0!Un*aiLC0
z<PtfyD2=&eTon`hhuz_wVxTHF#31u%)e{Xql|e;aqbWbS$36|xk&=GrjV&Re5}hi1
zDxJc|Ponn1B!#`DSSH|XNuUR#kmfeMlzD#27fuWz;h>+$uY6L_9h$b0M2Z(QGBo4i
zpiN(vaki_2bUOedHJz+ZGEqE9q(>qXyNs5hQmAP*=_nl=*JI6ix?~sk^jkq~D?5=M
z>6o3}qLM13jOG_epOdZqC}ukzb0?`Dn+nFKBC43K&CsyOA?@!fZcWk*N;U9WEA8}j
z|Dd+HARhiy5DVE@NuK(8cz3s)nvzoJs=I>$sPy1rY+Y9cO25JgTA<j>YSOJ{CI`)D
zu(d}3*a#z!h^n4EkK307%IULa{J1|Kc%T|d#RXO}94-1~iH4<G2I*RRKN;6%(hKC-
znSNM_`Q(|JdD-F{yOfU?Gk;fvy>LL3Hf8TLdIg&lBHPM>6C6hPj&}ZF2|+q&ay~QU
zjE&AH%s$}-m_?DO$J}WC5N(NMW<YZ}YSpMbV~ujeQADH%;7QQW?ome6=Y_ss?mol}
z#?ThA$|**wSBpsbz2Q2<iU>L78;GBpt*kv9U4Hf2xh{Wr*wey_p=V7gWA#~VY;5to
z`3%Fq75_^2bOz5xB|sHc%u!}Q2)Sk>#6e=>1rY+~RgGj-k8e*t`l|?y%ed$0Uije-
zC_X|vrs;;>a3y<tKRLySu?LBy7=evCjl8^vmLWGFce_Ba1fV$3?>&~0?a{k`a2+&4
zb-!5UC}FRcZi=|JKqt%8<%G*~*(`OsYZzuG8Lc!C@2-lU#hMltv`j2dWgBXGn~DJ~
zHfX+t^f&^vSVb?<sBQ2H9=Ta1nI?cf<%(^CYD>R9q56q1CF=I%6ht=V0UBmGU%DP|
zt?n(mNb+=b_fc&K$EK&VCbGyTd|V;_w`My$93KdLFa~ycZYk7ANz(%XSQ~$lWZpF;
zdlnarfT(9Q-ZVV+b{Rz0#(HfeEW~DaNPc(g@Opf7bRkPA<0y^)rqIGXZ7LNt#O~%p
z%&l%2<sW$s+p}C{0G3QhmDy1Ed7mV!Bdq`0n434s%iG8`0;H{>yR7dVk}NnUcfqb}
z;_DanOUnWz)(re{d=qfEf?6YcgVU8QLPjzI*_i8>O<-Q$!$Z)|0!lTEl$^ZW#6SN2
zNCMm>v{J{SN@u~Dj!8g3Qb%Vl-D+yxyk4J3DC&arL+l<+0r?ElGxT#Jr&g&J`!m^n
zg#VBjFC>2D13I$X&Y+wQ0K!%W!Fy|#As=sQXf2I|ag1W}60sv=0>!{oGVrpfI9nZX
z(3FzO9{+u*H9vN>9Q&239`#y!9lE%?Ls*pmr3lrrNyNiPXn5`NoFpR#erqYzVn{>n
zmxii;3b@9i`(`l)fPlaf%=_!7e*8@W3<InTQGzaGcf>Jc@n?ilSBZHEM)nTeP&s;B
zBw@t7#CY%dxS!FdjvxTQ0%8s>;Ki(+UQ|}jF6wbfWDU$^xBu-TOBjwwlt21io`qU;
zXmUd+N)J>QWg+!q02e?^>pAaK?60a>zYv->;w(ZJKzIJgyLs=9ND&f7AnJa?S;`nk
zXV3bM<I^au+&v+Ig1Pja)&r%&Yvb|zkzO<FFL0oAa(M(tC;-jEyZVxwpesJQFy^gG
z8`p#UqDKO-LDeF4P9B)Aez+Wd8Z+DL{(AjKWHBIRsb@a}5o0TZq63Z=c;vYMS@-BV
z%mbk;UN-W|mGM#0<7-l1D`i5%BGdp$Vd~msW^-o-`{>{i>g*g74@kGA<q)Dp>EAkg
zBXH~dOY}uW8@6lM<mTN7$w%fWgKTX-#7w}FOQ8E}swNJIag!%s`S{(jt#8Pwyel-X
zT*;YGOU`2{V;yA>^^d-HulM-<Y4rUP?_HT#1h&b>8ao2oop(csLf8$+DAY>#ZJIUD
z?JmH>wCvyE@JrK)WloB&4>7<;`~(YiF)-aEQA1AkUm6)uNmYJqN(VJS@t^?-CKJhy
zyRcIbQEa*1?gqM&lJdDHm*Re)?&Ps+&6fhLf$CT0uN1_un2}Qvb>AcpjfhlJC|11X
z#0AK_rilrvTRxqc-MM>BDY_><cNw;Vz$ruEffE)3b0_FCXPylrzyUy%R4J?S7j=hm
zR~K>X868BhEVv8y65Yi<2h^H~x_I!-J3ibI&CEpDma?P8&e}qr*d%@AI3Jnw-tEip
z+6dc1yLw5M`m2uEnrcAGx$4toodsiE+uMUSlEy|cG#i}gUn5_%up?8WITg=kG{Yp<
zSIr+R6%-YJhyOWoU9e>6sp+`JgVre_0jiv{;C*CCFW<)2OvVeZh8sWt)R6bdBq#T^
zd9^zDJ0x{v5?Y*frW!$X!<;NQ+m3(SEGI4_<MV2o`2&zXb&LiNERrXh`ShHe25tZ1
z{X4e&)VM|eGzU_Y_nbu0jPN)D;T`qTL_F^r2K72M^)eZ2=&V?_IH*To-`D^zn3?CP
ztd@ZRqHM|~EUjOnsx4LZytQy9piPqxxl`CwWCUvKQTw^SZouJ)Q3}<>kx7LNH*H()
zX{T=9V7V-`Gv?c5Zu#Sg;+X+9{sj5SUB=D@mB^l~rbOa&foV<xz#n1gUpPcNK#fp!
z(Tf5)S+<>KeN`+>cR7tRfk^;5o~y+vU}f_*4Soy3njD~W-ugjE_!NQIMbwPu90fa2
z`JL3EP)8$c6l#oQF}(hGksl)x(8-Uiq_TmA6St(K>9jf3CUL3NCdc!(wjRZv<NDOX
zqEy@eI@J}IW<g9KvgDNHXuX2TosN&1R3hloisvfH)*n%?8}vx+2Vh=V>Y7FEtDF@|
z1h;SObQci{{e6i<AR6Xh|J*HQk$3Imv*_+q<bpN|?%obxfu5_OiGb1dZx&!XW=3cb
zF)-~Ew0?M`zOuYBhA(!SR>>VRJTz1^W@yU`?fo!1M>E(qkUsoI0J|%l>7D4FU{&Hp
zAgxr5p*TOa^*e8lD(N~~KPaJDzTNyf!hNIPAokQ=V`k=YlWVptADiexgPQC3p74TY
zvE8M`43TSh1E{}t-wYu{R_`Nf1`Afa%WQC1{BMtG^#34YYgJTtD7S{%r_$;;&nj_4
zC&Sr5rSvrozjw;JyP`<sKD?x_Y%!mjkSLs)3=aUl@nTKMN&C>qk81k9)iJSiaS0@4
zJJna|=-QcQsB;eLUbRo=JfI=X@$})nZ3kif*k?IXQtP0u5m!&u6xc^gMu7dupu|i(
zp-n?}u--y7wB&zmU>Q>Jr_S&aAo{qDS^kE%dS`hgM^VVPT8C=JpN{^U&3*!<LG^S=
zdi;23#P1h3NcuSmsGu|XRvCgtPaXML==tRm4Kxdj%9vr2?I&$g5^v${oGsfFTFWav
zp>(naGnXVKbp+<yhT`23`RW1gv+6>s(^*6Vf$TqHO5TYbO{H`W4iDv|ik@u%O%dV0
zpgd}xY4IQ+tB|oM<7mO4dqCMB*3ZGUvq)$swjdI#p;*8^9bXnT)2MzZI7QjfO@{w|
z_{UTUF2EE`pdG^tJY-DTRMg%Y<Vj*;r!4>y4Xtwgp{$+BBTT8Hr<W-NJs$ZvT+)&6
zz{l%e)HGf8<qMGMj5&*+Gt%l+D~>W20ZM2(mt!6krW!6H$K|97$eo&+X)!><bl)Ud
zL`9`Q&%?#qDk|Y=S1FM2acwN_PEqcA?e<Pd$AdY12t;!xJ=05NKj31h0ywS&ICfsF
z{>E5FTDcbcx5AQ2a3nu^FmTI7&29YJA<En;L;tRjFX5BaG3e)|jH02c0hqP1u>{lu
zwYyHi?DpkaJr+^)!>*lEyD{o?=8E_45na$+0cI<^(Y$%fz)AIYN(ZO#y&ogBetK4j
z25{^KyWSZY#-2J%ZjRYFtg9|0uu^%R;S2vVcoA%}9G|0jgi&W0o){^x-6O`n6L8S7
zB(KLWGBbYdTG`Nha84Z&dEJ662Dk-zK}zut1Yx@K8qHA2K~;W`t31Ib-?3D2W6(!s
z9x4EMANs!A^1d-LGE$b2k%fz<Ojh~hqCRGyDbM|fKKj*mT&kg=HQnSE@g`ivoCFc!
z*Z71fpE-(=07gkP{B0iy@Ss`7OjEP@D8#KUHD~;isa9^j@$q8~lYjT?yRw@VmFZZ8
zyB1Z<Opo224Sn^iO|v`kzm{l*QGRqBNYxhQ`h5aixqn$4IC3GIW8c?Wsf0xFV@GoO
z5cXS4Lfr@hJ!jX$bzgvuLfARAW5Axbg;4CCY{P`yPzL=w5(aK=@Y04FeK;Ij7S^r(
zDEHiZxje(KLaOCBRZESa>N1cLcY?}<v&9{GZKNd=GW>p3*;2PPD+d@2P#0?ggzXO;
zLrU$`?4&j5xvrw3NN8x~N;gaB?sliYkK$g#_*HQek#o5c|Gk}CghWx8#ij?|8+`H3
zv=e<qgsJaqeN^}eXS&`dcO*DmyKJJvs+Iw@sBBQM&Qib7Hh0x&QRGrmZ$T3T8j0bv
zxoyJ21|J#G*<bTJKvWBBf6~TjUZG7)LzA<!b5$_?mYg!pd16As=jv)tI{J2Ic2V7@
zIgcYEukn%Gw0R}>A|k+8BkS+Mk2_h$+Na_<vD?=}I*4yZ4&a9n0^x#wiSYIfULlgS
zljboo-x(|??e3v8Z+f4lDx-NX)c$A(BPn(t9TVFzU@<tz4<rVem_L8A8D<+8=)QGZ
zR(0D{e2?Ze%r%R8$Uz|I_N|MWBJY_GC|s+dRnprTG?4PF3nNtX3hrn~6aqF%)HM2;
zbk+`-ZYmh2P1KG)Y0}VJ*Q&NQq0x!a0;>$soGUkMd4<S-(D~rGwGlp;s9~F2{gKei
zNg#4Ef9v#Df#XV~A1U@!z+rmlHk;N<+XAD^mi@baa~b>CSR+rB^S=cfXgbpQ5-&=i
zMjagocp0|%BQ=qPqKCHU-imuznZp>l(DaFhT8Z<G^XbA>*3Ohw4;~6?!sRX_EzHtD
zdQ7|N;EmE*1jQ_j9eVqX$=laIRe<tpL*5Z$3W^V+Bu9D3^NqNPLyBD35KJ>JE9R|h
z@O*09uV00zhLHJ90tJ%(17Go_Gn#V&183*7%1TOSq5Jc$^xX?`G3exHho|0Ls^Rx<
z2J=1RrMGUpG9mFr>AXIx*j%RRbgm~d@;aX|xkg!l_S2`A2&1l#EYXbqka=!qmZh^F
zA4gU+Pul>(E9dl$sog|u-*4*RoTvdfd=^m)X~11pxFALU4#(Z>lAbd0GJ)lG0rGh)
zm71nh%#53AR%v6Q%0ug0mLVZ-cILE&iG~O?dLT_z{GBp@t`5E)d3)<@F#V|`8luG?
zzrFpo#cpG!wc@cL=q&W!+XP+}DgRE0C?cSKpTFK<k@TJKZ)KX%%#$-hIk|AyOW)p<
z)v7W_?Y6c{r@ON!a<eB(z~~d*tZ6>GE3!AmB;r;m2db;zLB|^ED8>}Dyejc4yd*c_
zS@p;I9?6^8$?F-9Wz}B31c-cgon2jX-uwVbx4cHB2_RzQ%nL8!)0NfL#4#wRjyBI1
zPTB?$T_B7&H>k(OFQ_OfRsJJU?ceM&_OG2@$yveDs73{712G6Z)65Kzz&%@|Q3Vke
z@oOWeB4oBBtIS||6d4t!DdnBbJ#-H^s4CtzjQ|S)(^kV<xABkZ;psI<F(D4uwc32f
zdA_mLt~;0?SVC`1-*vZrLYB^jB-XdGOR*i=`8747B8S6FRKhAxi~0~f>@35CV_JoE
zKds$gvE-v>idqg6tzdDP`5gX>%%J<GPz?nS4$TyB_^zq?VT)>+7|<tglT;Xsm8W+<
z`yV)Fa$B5d)}6NOzB@l99JeDjOUi4TEDOmL&AL)H!omTSJa(AK5`j8nZU%keea6c_
zZjfIyScDLY0!5@!J6FLf8wWu&c@0@(Q`4Um#m~+ykUzZDjipkNmoLLPb2IB&wzl9I
zkR!#p!#A_ShtR;R1vb#W`=-K+7b$<n3V(8|5fVjo0bam98|W({zO_r#HAjIv!vHr&
zgg1&1!1VR2r`SXE`)TW|D4p{dm>7DpdUqrwqro6q&&7a%HsJ;QkZKfp=lwfgsOfc`
zCfJE?Cps)bL=xre(L5Bx^!CdZmB=W9A>$d`tW!50=(#|KLp1rwThuxhlN`PiH$!b0
z8L5O67#SV5QN+hbo4d<UbW4OJIR@;$>+TN^H}m-$FGM9aQaXFuqLos4?&x>?*?rB~
zcB4T~VO*?VYj&vQRGE6rwlfu(BP>r-?^RHfU=A$V@<%|SNH5t9C+!>d85y2<+V;uR
z)Q-7Z9;(F}n>F;ZAchJ|PENmWoVn!Yx}!|eTV1;k&&tvh7dHbj2IBSBmRek9X8zl^
z8V^YFS%BwKK_I|u?MeF?C-&iNXs7jar4~R5@UFGR_E_XHFoK;sTqj<zh&azoZuSob
zgGNd3F32!B&S^4^Cy2VbvlT4`T1onf9tzmbpNlw{Mn@8fS@;C|SO1n@3J<^PwyYB2
zf7qjLW4nRwr*fF~#`3RCC0Cg=FbHoA|0|aJVoh2;98BEMG{S;5bXmi?*E3V0ZwhtC
zMPg&5>%NIwF6xTo0cK{k&AaLEj*e!hExXUS8s=bBN1Gf`7`rCv#Px1;bE-SD7(@GN
zd7xw}S)_HPG0+V}&p*&IvGMs=Rw?MH2ID!aW4>3&b#%P6vBs#HnMI|fphkv=bASsD
zUIQ^o0#*x2KK!%siIG!<dVPJGi{%iIgMb~D0`=}Zciey_IvP9sBc3XG0sCV>R@Gk#
zfiq*$qa~JTAwTCY?6;yfxCm*=JhNK{Vu;ATTuEexgSvu39M1H>va`UlWN$lHY<f0b
z@!sk}d!Gd{U%O(0>-Y}MUPV)aU6vs=2*ir;QJAA}Ne?^g56AP&9xt*wJdl$|Yhs7V
z&6`Ub>V{VzJRl3sQa<Uwz4N2xltz8-;AiK#{O!}f0s?kl#=Wh`f(->Hax;a!^h*r<
z4Lo!{ih8!WTjbIuQIVJ1O*e@ntjTDC;oziqBv4;_X9B=+{Du<D8j$2L9u3ehb~I48
zOY@_nKjUKb^JhtLu*1lx_wdAoz_>+zIj16!;Fwu@RAgm?hlUQkdh-h$wH58>+PVAe
zn`~aKsTLF%frf4`m&l_E#w2i}o0C5ZZwemzu_l?44`Ph`ua?Uy?&4FH;a9K8(LDGW
zxbg0q=2%pZe6_87jh!a-gqcN}AR2BY>Lpj!G+GGo#Pq>B8|v)HxxKS9iE07?Os(aO
z=F>)yx2UDC4a>q@*dH3Q!SmBC|I=xjSp?{ORc(R;zn>}!9XO}2H)F{`u#U^ba<FAZ
zKO{*PlF4r@lHLs7`C8<5G>&HA<>W=^l_7?G%BHgckOpO6Qv(1hb=xSLl_msY8-bd6
zYBcbP;GvvSs5*$3+<;pm6O&BAXXE&5mml--x)z~O@_c;MAX)$$(aMHKMX6fD)#>OS
zGPCumSi@b^8>93hl{NxxQhgD&Tkul29$|?HP<>)@!>g|X5di*-!vH5#0!!MCKwSS)
ztJDRI{GZZvGwZc>S@TG-5fwrWIEBEMK>ZF?!;R|zvlsMB!mpeJO=sS*)c*5HD=UqN
z;@6l2y&9W=jJJv-YG?5R6ubMgUM~XvCO4s0hD@v4#>;`vaa6)_t{rf8NKswVYvKNE
z<F8e~vHbMrpa?UIdkT4HGEchq-;gq_t&v|8+{xG}So(_hpH`jIKdsg}=7aVEcIXJL
zgw4Oi6ox<&Kww31><7`GgUa8097xL~CLoDJ?j(`7yW*%`v@O_cynB~}fNuiUUX(%}
zWn&`@O8s}v-0*M-n1(r`m{omYA(^1F8Up5>M)(eaG^TFgQoE803^ZV`s#$u!1;UJm
zVO&<_%L3;r0e1mO$j?{*b@CPmf!b<ih!}O@7_)ipser2uiasnF<R;U^<;_8D!G=C1
zs<*|QH3$i(C#njb*ZLV3$jSAxUFB^1`}(=jaR-{4Kz!eKb2>C?E_S%cg7waj)mcmC
z^0tRQJj`P;g{nVX^eFj!Fsfyr!ZPHsweQV58j&46%aAv8E4#O`6-!E3xVTk(0%h6l
zW}np3=G>%yhn`<`%Ng6v`z@PDIyUI6JN@DSuV1O(pLBvY6?vaouWLN%8U7bW3cQ$6
z+(Hr@BoMRE=CMG)!m6wqG+=yZWk{q}@TR**^469DOruUie^o<)VA_9iZtdYP5ZDka
zO+tE0s(MzLtd)%X{BjT4A2M?|BN`dS+YhZnBma0_ex94m80wVkk7>l5Wt0t|`d=ov
z<@#HXVt7h;Cbxhm;fI?P3w)SXygnRzV_;=D*`1DI+^y|_1!{fkUa(<nC|(F*)0W&j
zYOkF_Fs<O)MHhrxy8?x2RD0o<8v2&JIREQ-!*zc{zl4RIofj1IK2Czub&;rLvyJJz
zqNmmO2L{#cy-(okM`(^2V|T`w+?InLhTW{&YeO|9<CY<BEr1=1{av8E{0qC=J)kt$
zoa(XsXRW?cn_pR=bRh-)$fD*+d_8VR5dV;z#SC<=e|iQumW80&4-S6*8l3fYiZ`A_
zurmxVlxJQ6%m7UhI(k0)j6kr%w0tyRBk&aRvX@!qv~W<wEG&|Np9XIfRwoLXo`3ap
z7HG!^ibh1~{>p`C>rD(C{VH7;m^J8*QHXya1T&o1crxY-F;0PsZGYZ7pa1?gOv4h4
zD^9$`GqOAevcDa{PWW}mb2U!l(K4g5vAKZ^O|AXFngo<9ddAsrvv$t`@!O{S=&Ol1
zN0UZ@G!3*gA%WV!-8$NTzqCk0<&&lRt9){DYIM{20ZY4tH0F)tbUy=ntaYsUFub(B
z_?aobDJ`aJsed`&mZg`-Y=}+3aYS7?J&V!u%J+VmA%j|@(gueXeYd{piSuEu)6)RT
zAN`?re)IWM6KXNm?jI=d+F7vTX(GDNT65c_gzW(*;1SiAXu;g5o7^fD#k^P9-1do>
z?8xNgKWcex9;om=pnKTeBOBc(wVxM%hm^F$pkZnP+2c2}1K?kNJ~a&HhG{3o?woG4
zATlx@1Ibb_eNLP!KCwYVGvSMhg8H}4_E%#Glxq_)E;BpEjK#o>f{l2&{d%3=y#J$!
zoScZ!j;tG4j25yN{-;h1QzFk`?(!vwJfG?>?xs{QdG=EucfRcaX?#KTOuxWLI6xP`
zGSt?em(!=oMe*qXV!irl40hGf7p@c~;;nDL=7&0|eByVuU#jMRw#fcI`SpoH!}@86
z5hiK_rJ1<eF91zb{5^TT9RrBU(Xx+wGF5lljPPhS$Fy6?xQPPl?^j{JxlAKYC_!=g
zpGMx(&4RLMS}N#d)(x5fd8-u^;P02$8mz%EmscUB_42){8dj39t!a3-N5M*P)5208
z7SsZ}5@{>j2G?bzHy^Kud<;%-V{=6`dip-g-}*y<XQ=g|&l0ApiV6)KaziWX^`|cF
z5-smwltzX<cZSsqhDS#kWGg3gV5+~>KnsbF2XU2@=5hT*D+zo)w%3U2R=8eSiLj#~
zFsw#)4PhfbyFYmt7S^aauDj57;Lbjjr3#7cm8>9uNR+p``)0|5Xj0(Dy#p03UU@1g
zQz1sdQD?q$69YP~+r~x<ZY0ApB$$w%l79y)j`W`YowKsKG8V5zjJ<vKOINf48e~Ft
zG;^hFrSE>p(MG^gUCcdeSPO~&(YzBFD&38r4X7Q@>IKLf(36)EZdl-M%PG|q0rwIP
zpO1)mWhI#a8hpfUM~`aR*@LskNUsyr-q1b2<>|=<1&i-VxBhQ3+mt+rGn%3OZh^eV
z5_ZU1vILCP0kgyv$h`$bX(IyX+n<0XT&Yd#;a<rs#|_h*2V*Yu;#?(<3V2j~_UUal
zW@5JUZxcqqQ4={UE9|H9432Qnbt)=8o0?{8XvCGW>FG0bc)+uts8>`>F{gcs#i%Id
z&ruodo?Lkfipq*7EQC5>Jx+M~9XA2IH620qKxaaC5u_>@Ib;;R95}+SPMQ=%f>ba_
zd<j4wKYy4BS@8G^pkStWpSB$>ys7fuTOc2|)0}=S3Gf}_rEK_vDA?;Q^9KK&IRO}K
zB(G>MVdYBgS{#&Ne6{?ElE=oU=AFbSEJ8lat+P3-kH`w`d8!@OeB9b|6xDM2fi>Yf
z6Mu5oJ24-1r@dExe@Ce-L!2{0Xaw_(ALU-$AAmP1^N4K7rEGX5+DZx6|7urDejJxh
zW`8^AI~6s}cVNR``^D{74-W!k|D09!Rx84x7Naz6oWp?Mt$0WEk9upsmZCca7{!Ct
zV&@p}fpVG7{JMaf7|o1-y$v@Lw1XkSo%+>rcAPd>rGtxPw_GAKbH{mm`yj?jG@?XA
z$iGG$c)VZ$#?Uh^=}wWo1-pIO_o2v8)=-v9#?&7Ei!avByP`da;k~0@Eb=k<>HK3g
zj0u2LnEjrkfdmp-gY=9N3y@MiJ1Sn~Qbp~i$es3RiGHrrc33oB0Mk~xRhdnB?^;R+
z6S`Ubw)VonDdC0|f7l(u5*~F1h!wV+Z1o{n`#>L3%mJfLE$92BJEzB@B%9Z`Vs=)`
ziguNaj=?PyjcvPQ@z|b#6Glm{R2kPeMS-Rwecb<TIhRiV1o0f57zrZ)d725B)|~dV
zNH#UAt2Qi5#xqP%8|H3$7W_47_Y1J0IT$1XCqS)tS8gxv9)-XRHb#<D*qaW#-;wK~
z9uNdQptzq0tQ}YaZs35$nOT&*BUh`u0yh$6m;v9~+MbOHdTD~Q)#kg1M2_v^n~$f(
z$;ruM+n+oji6rgO&_ro~H%bVdDuT^GfLz=++}|tL1awnKbtEfxB;9)z6AK0iB4|3N
zc-IQQ57js)0-!`Jd5H`n5sqo+BJKcbdFHf41SvPc$$$IK5!8N*aUGW*H!Y>e`7O=d
z?pDHoUHtaT7uC~0qzt%w`Qqoxu{ktNDw)SqGatxT=<c1O_la<}D$PmH+KGK>)|V_U
zzuz;`yL~=lpP%{6lis-g_AwCa=4C2Vsk))hDBTH(BAJQt&|i%216_4g8mItKQ`O>4
zXC@*?Q%t9$=aXeSah`t5KxMH}j<(bE=di4r`tu;vh`)wdI&E*Y8=Ya`wWLUc|6T)_
zLvBr4EkfFPj;H%!{~+U3ntA*Ki^9fd;(BrqL#^|E+G#!@g~Ie#g&n=0*%iX!dIicJ
zE5N7p+wkGAe)UQLShy!A8Zb>%wS{~_cMs3PYY9Ul0r8i<;p|P1j1mq1?%gp1{V>a-
zv8eZ{a=HdU*uV{yy;U(`xIR=`B8W1UkG%JX>FjbK^5rH_*C{BJpMcT&ncrr8M_sX<
zBN)sWGBI(b?CdXn-m^cwMEDdcjKrf~jK)?N#00ayyisl1IEC&^Z}_LVZ{c%tlMmDQ
z?Q(&UwyfrZ<f2|8D|Ik+a&*!ZwLBme&;+E4@!zc9d&&e>w!-kiK#yjkzS`%uGQO3q
zp3q)!?*S0lFp-n&LsYc}xnRbg+W+YN*>0AW#<CJ1!xzZOGK5UklI2yhH6tCK5hqNc
zS`m!gPw4LTv-`5G;n>Ww1}wz?D9jAl<=-zxT3*EGB{OsMYe>olJCDkqg}H*+qM#rQ
zGpoWFTdiGsngdxdfPMf+<&hc{qXSOISXMS@qG=Zv@@yt+?Cd8KN<#4x!JLbvE-MKb
zFM%_1C~ma;UYq*~#zX;O7xG3Zo^MwP01+r3u&cG1#nEeeF4Z~QVf_U-E4KV9nAs<&
zdI!*G1wgbD=RIaZFf?2Qy1f&f>cJ?$0;**Bi*(`fQX0{nV89(vi!0oI2W_Na5^->~
zd^7@#L!SMe>D&p)Y?1?QJ~QB2F{lKiRTHYwdAA#VQpdAce`cQb-AB#k_-Gi$n7A|Y
z0Jc5!PR!R}-+uw9d@rs7k>2`Ty>s_ylLRRAdNlRc1<YYjw>`Y-DM_bYX7;Nd)G8P`
z9BqMHBQ@{vs8{rU^CliN76R_O(wHm8&OT8|%LCB^ebn|zP5lpjL$^kPC9?pueN{!E
zF+YFPBuOd5ZVXT=oT^9Pkq-)IjYHq)-r6|MVj>lXrepy%Tv`c<`QD{TB{rD_%o$LJ
zUB777vX93XlvpIYGF~aqnmSCr;dZ|7koa_0en~NNqTRw<D-l3r`}D&_MZ4H_AZ6PT
z;KZ!a2yjSG4-z|fzOo>JScH~#oX#uBOSTLNBJ5tG7#6?XltoIUVY@_BE4o*K4>RoF
zm^5wL)2v!Qt|i@xGV*GfA}%ed&lK~KlUAz1WN=IY<Q`VJfu0>ZJFjb7<y>?<W@st9
zLGxji%%nNTY7%*#*r_q{Yh;0R-gdSR%Jk=&!Z4O*6tlvf4yWQsvbNvA%>i~IvT4OZ
zG9nneRGOjjkGZr4mtUz^^}B-kKlgN@k*tmm2f)>U)r`xj61}QwKcAYISj?GVY(}#Q
zmEbs{tuw_9fl>!Y8W6#~)n1&S-j&?VX$l!F`-qcZ0^@O--lIQF?!`J{z9)r8H>8mp
z2~?=FP&HA)5ZGNJ3Zd8KQny8Rf>}v0b2Ke7T5D_zS>Nx8>@44<@<ke+zaBUywkjAo
z)-6KpFPAm%rk!nLk4HxYtLl+jvnNqTSges(CICB_bq<kY4lt-w@51=H^#q6QsjP<w
z{M}xz8Mc%*6l>5lno!(ke{=Kq28}8#UAn*)1zN1CnS9jC-{pX|PpB=bd8r21#91IX
zITTfEc4O7YQrFiXQ;E&+>#(BHJhZ8Oi0tg0E>j%$la!w9CF08l>JJ#KoOw2rtu<>C
zQ)?w7`>|r8iBCFlt$%DUwAgLe@J{RE#U$!K<=}~$@@%>P$v0Jipvy#{E^f!i?mY|U
zb>zj7d+sgNo`3n8_H=VfC-e}LjxE}7I6#5OQoqv%j_;<?XUnx^`Bcrfz-<h>sYXW?
z&HDm0n!4RbM+RrJr;gu~6F%#emhnR41Vzrm?r$ASgN$J3hY}a_0Gn~3Nv#Mc1cSLu
zhkAtCMpKR2$IS}Mkn6@NS--ge6Trba9zFvwpU6Z^)I&{C0><`mXihZ-r)iop4r@OE
zdmMayw%#<E2yi%Fei98+(_;5^SL|DSXQYc&<h}cXAxeB;d{IEDdL_O##T8(EFgt)N
zE)Pf_yxQj%Xg7d7!QG1$c%IpGOcajjJ{LVp-g$oS=HpvTpCIt7H}7~q`1Hh<)Q+(R
z=D~(tM_?zWEjfx>U}J`N-13$YVWCgda`#p4>%M$>`#rIm)#Bm1b_Ppvyxw^Qua>jN
z_51xznX)g}yF_MPh<;rhJN@8khp{Nz?VUkVES;>@$rJUbM?d9ass48sfMF<$sGxj&
zRk!?+G>w0??w2oTDeh~J2q}|{g%T#KCfB_G!pp!Ua)~WR4>wgO%lMl6^wBTMY5z49
zi~P={NVI9~6p#9Vh<nycgGLwZ!6x4He&@jMfL0kN)isCW>`JL~ojOG$_MglF0Y(PA
zH6a~@ikilOnV44)a#ff?QJO(Wd=>UX%{=9g^(JYUfj#VbU>VAN{k5}uvO~1o8g<vX
z6$2AX(NIUkakanSo64$vcyY1Zix+1r(@@RiWT)=laI?caAsd?#-3GXdSm}5Uq26AP
zWo?m%Zg}v%vPMgW(@EOp*AH<u2x5ivBaHQRyy8U<_J!CCoAlbM?zt@-`VseEQFtcn
z<P?;zYy@wYcehzhA~tY?1q20MOO9N)Yg591x;_|Sds3)jz*!oCd1i=>h|*%_Y}G=u
zyR~G~HcXe=IvlI;7^d3@$yMo#?27n3n-fBF{dyc3ud%$nQTu8phSKfTm{cso-q7D-
ziG)VTl#F5t47yKjjg1taXx{$h>_MaI=2qhC%PO}z^#UWSDkmSRCRZziyhX%GH8!WA
zG0X@(HqYwqhzMe4FI7?b)WXeeI$SW&rDKsqxJ6skmk-u$i<uD7ZK`;V)J)}$$>A#w
z&?5XEuJ!tneCB1&3&H$fQiONSY88*2BVUGucJuCjZ6@a{PsPamHO7vSE~k4W6rD&Q
zOPkz3OGPgCvq}(YsOscQ(xl~JIcPpdzdLBLliS<7;%#xH)^s!`uP80}G_{86M@!2@
z?u`JCQVe6?)>4aa36uH}vk2RSE3s#iUx*y9)eJqGPJ{HVir=V{M#Jvz4+2z0<6kSO
zRl8EeYF`Ctk3JRin~L!Zgcc$vs;xFu?fXP>)20~`O%a8K(Pd?l)AxlC(sI>9u{rTm
z@fJyxC6$$$dNr$KN4wW_TbiGDM#8?&&Pro2>BF^-jodtQ4<2@LH}R($q`KT*=^SZ5
zI-9*gAZ+3%*wor8@A1_+k|OQJ?~(?NIw2V8Sx;s%?KuSZ6y9})1kFxn`?(EF#`ppE
zstG3!zjEstTf#O8+7gqH=jxSF<~pQ9lOnI)hN+v4SY_G|rzwvWSxFU_wwRRvF`Wd-
z;v^@>;&%MbW#?E=3hp@Y4DHmYDQOW=dN|$by_C#^hwn5n9%bl%ENx-=&F0{9X?_lG
z&sRxkwOh}n(-o~YMd>#;CZn}-lV|OQC;EcA6~YGRZ#Bh_vJJTwqlI9t&Zs}}!FyvI
zG4NwAvtx*dmMzkHDdUNKmq=kr{SBnqz+D(@3}mLVHAo@lP)#YD>U(q0@0}s04$^RV
zg-uVw6<ow9_=#8k{^mYB(v6G0n{(;Pz2TMs(xAEn?#O=2+DW9}n8|4!y>idk0vsd*
zE|)A{#auUcPsrq`O1ktqGS%Tsg~zJIw%mBZRg#tPK{;=A*_q&q|IANO2;|q9HYW+>
z2QxU6N2`;4M}Lk>x>p_+Fl>k@uf3eELX(tkEDzrI-fvpat>;!w)SuGZXo4zUx)hFb
z3*Ndvf;#;o=zUN-7x(9DdiBh&H&)F<r!CZLHGnTw+xRv6d-Xj+bEVk-Xq9L>UUv>P
z{iPv$>n`d%VK63_aB|P~sAY^<VB<sZuKW*+IUlCxSS+zm2D3ICT7@5o-rn9-wb_@+
zbB`LPyYF*W-BgLtob;d`8l8IQ?YL;O*3A+_i?qLAxHHdakt@N%#-zK+Rl0pXn|^S7
z%*?~1l$?CtlGIQ$ny;9;XFY=O^*h-lkB^5jJ;^RP+TX~2bLD<q8s!2kNEY0lW<8w~
zH!310U?BS3y}=;WnP}xW54y7wZn3qyIryVkB7!O<*TH~n{&H)@#f@T-xGvcWm+L9o
z>1ffkIUV&wnfod?oz4?W#ecDOb|%6g#}W#2tK|gr#k5<_r^(RK!nz={);(WGQrB(k
z<CzkqZuil<eZ<!~pINVJl=I_5YL2g|83!Jpe7r|IUofGYTCADsTVI>?z&yX5k%vtR
zoDli31x&pM38pn#ErKd0SH6D@{$bBPe9_kCdLsHkAMc)!WzZV|JiHxs%P4J&y$`43
zdqb7X_LE*RskJmeYQtP$b?0@oOivmkxYeLcNS`?Ge0Md8y7Ad->)!_kr2US*6)9(W
zPWx`F$f~KT)@zpakM$;FtNo52A0BAOrI7EU?YMs%?zq)xv#!KX$Tq1#Wn-8THq~~D
z88b)bdG3p(O!V9uO9bnsF4sM*{^AE}I@!=C9`&&D)s$73Qs6m(QBk|~?Qahuzcl5#
znRi!0dXPLVG6F`TDlIKe?{Q@fpLFd<!v?FCf*o|)Yl)GLUMeYaeiLC^jM~mp-kmgx
z)bMtW12ui^S2TCu8M7Wbvt`INuBy^f{LN9liK=poe>&2#&+wur;x&GVijo9fgHM=6
z6~wpCs7CyD^Is%0vn{W+MoPaJgMt0z)uc!-DRMpPk9o1b)?SKV{(qdkcRZWx|398i
zrvn{Ei*ULqingdtRZ*+<C_+o^O=1&mk80JZs=fD?DluY22U<!H#HQ3pg4BrEepmFI
z_vicf?|wWIE%&&_Yd&Ak>$=7NuB-&gvp2M!ZOvCDH5XF7D4DB`Z6ElVW3vMIDd(a2
z+~0dhG3UzGa_vL?H{abAVm;eqbe=cY>GMBuwRfGiglZQCw4-4<ckqS=E4%Ua8#f;8
zZXpIT6<?Eja$*TA-;XnFIsNFq8hJ7KD)DK+8eP)D`1W(aR8cjFxwn*J`>;N;FRUP`
z6&PiqC}C3vXTPiQ4-Z3{S4|eY>&M`KK|<!P3m0{l@CXyqKU;564PW#ZjL)ky>pI`5
zpY0keWmYgPQ#^7WF&+7WwY~7G(G&DAyiF;CwAI02uQMT>KkeI?LdnQuaOKP?Pa6v$
zZSh$oqbyTLlo|uRCPwvMCJ(UA*Kdv>D00?Xs)yj&*`{9Xu7m^y=Qu1DCCr_Y<rT(@
z-a4(x$cpM4^TtfEowS0q2@E35>FSxk$al(Cy`%Wow6(6)91|&qD{t+WJ<wu3oxiPT
zyA0IS@&-!36T(^jhN~At9GzU$)x-OmpPguLCuPsi>)_9trGYT0)rDd0%SxJQ8tiYR
z0uLj3!Z3%y$FAraL<>WlWu^{r8t>!QF`)tl+qFeOj8Oc669`&17J)Qhih`oL1x4c>
zD0^08-kmzsJxW!3NKSvBiMZ2%bkI5_GWq5u7^NX7^043A2}dxbOM9#An5ob5EMIFw
zkU?NYr@xQ)_VWvB!yk7um+HUl#>;m6h`@W{kZ#h)|5kH6&z1T8e1OBsR|{z)y)0bQ
zNGT^zB3%>VL;qNC#Pl1=%d_Ecao$%vJ?XoAYmtQq|Iivta8;*mrIYq2U6=1tg??{5
z*Lp`Z3?3QgG(!{++OKq?-#-K{Ku?bl_2YNX=_gMVIpn03b5sj<s$ANlzL=r~w6*1>
zw8NO<1c3c|$+VdN<O`<AYtH?JgIQRMm9DLS#BIDbo3ydPfITr;ws9H7Ivj^IfLV=@
z8+3~}lH(pIvV|C_DgrEb{54h<gjacm8~<2rK2BQa5$<u(4=c7)uL26F!^$e|zrV}6
z6|5MQuenshY-dgp$H&&c!!~WCwMMJ=NGV}bqNb?pJOcd*6K?(6IM@^E_D3b?VKCnw
zLtR^~8yhCS$WAf+j?+Hp%+-BOKDgFaVd<ZBs6fwx-;n>z7aJ1CgrYw0I-u^5g^bza
zso!vWa@1R)!gtB5%N2!Y34bBT=dxCDi_7@+WYZE5ZuJa|DkX2u9AEq)sOM6qb;;#O
zTntB9dQn=RsJKeZSr^89A7(YR7`iAK8dDRlva-fG4SgK*-<(ly?~p0>UVJX@>u$^l
z9X90WPsg5iaDR(!Wzy&!e8QJt+71FNH@2Div7wTgxw(=jk6tHB3K)9yJb4*=*qxyu
z-k`X?s<+50zI7e&ped~@YLF07Jzc{bV|kPOv16);k-jWa%&$%6)yFC}Hf7^MK6Pxu
z?fp~&<G{wU!$*@*)b!~2z?GKcP(k@DGZfTH`sCFy_=Kk1N{Uz9nYq0yQ3M-y$Gs`@
zF|QG+{G8O7f{e|F=UWQ|MMb;dESYLDE8$|R<Ve%XI-OnrucVJB8s86#_hu37izh>$
zUuX_`A8+WOv83oS9DH}kj7I*}<Ef@c5Qg@NqGSCJ+@ktkaMR0JO!UW(0zzihW*P}g
zdag@Pjvd`_m~1`@hD1v)ptaT}=66zYVQJ5lVLi1odr?4AC!1SMSK7z-<8j*JWlNs$
z$U|;$d?%0NY$;-2|J!H12OxHEzNvp2lBo==jx92_j1s@p4Fn1Js#f?_-@@Wz(?;6(
zNuiBPsst_0T+3b3aePd}Fo`h$?LTcHw>!C+pL4et$>wZmgp-WE{wgMS#%V<?7x|oc
z!Opom^M0901=v)pHZ=F2zs8Vcd$r!JvhB4!JEyqHxeqF9lwyrGnn563=1QH3{0Voh
ztV_>0`f56G@tsv8i^G+)#5*nunIhPc;yFvp!eow=;i?llD(Y4K1#N{OHqDlK$)UM~
zxp(idxT|?`Yotaj+*9R;xYLTb&yua&>JOh4D!LH3Li*?gZMSwzOn9A&dj4WZJotWi
zYqVtDPG5Ce*ji^c*REHq=dt4(#L*{e^s$nDDXMgKQj65JrRS4!Md$tzNQjSB{sqY0
zN_zg{w&#?`n?W#Rk5H3<GH@4ThKp(AmRXytHDrv#3o#EXY0)nijC?0+xr1k&c2~cD
zKlytyY-K4MBxVvjKhFpK{%p9i`gX?Ob!!Z}7TqRd=>7pqyl(gF>ubj`YW<M^G`d7n
z^-vcm5D}uu>-Jp@TGH;h26Iem1J|Z+_hrF2@jZ~*7!b7$r+VE@spjd<cVU1}x)%io
z-5{M~F9+K6K4w@A#G+MvDLNoz#vqQFRy)@WphR?l&Rx8Ci$l7q<oM|a?j!4Z8gcIp
z9Y1|cORkYrRedAa$9Ki(yh<)uhV~N6e2Cc_ND8S;qWlgNESK=TK<Aff4Wns==|Nsu
zz4fZZfs*5^XU;!-QZphRu<qZPihhVMhvurq`v3lbKL*mLc>)bLP#JBW83nzNMLfB;
zHdRB{$roF2hpopF9-S_tYo7%5wb~>F^-+G>qVly}@Y9o}h6EFF<PcNP9b_d)AQ0o<
z4APJfF~ij-ZbBJDI6sbnh*2_s!G(eD)jhqTMmC0J_lA!bt9rio&uh7U1syA`e7oca
zanRY@Ww^?+BYv^BJ<hMVxY*Ftv`QsXeIVq}iIXQ+c3w9xde;xQj2E~efAkM)g@%XQ
zmw1I;b6V)W8d}9D24xO8a==tcrIUJ^9iSp*eXDLFMuv#8rAEK^mxo17FLYJdFEj0~
zW@y02zj7x_BSHcLufOzQ#RjcSVEjmrK{%Tdby!WRo|)Xw98U}l6A^>9JXtvvMU3-F
zAbk%DrkmV4N^}NU0(&v9)<jeT2kFuYrn_kuJTiDNKLlb4lf9#49d?!fX7j4d<3p0h
zo39<|dB=jwHrj6+B%+|=e@Wi_Vo^`~17a?4(8r&OHM`b0ja0udt#uDGDj&@OS_85(
zF-L=UTkDHA6cliYY9DT?M#VXeXLAK%oePSKoy4mwpYuj&8rBFyHC2ze#~)BCy6D`K
zOvOs<P%etyg)k-&X<%CO0PiuGb;oTSHJ6@(ib$`(EE29X*b2D&+_LU6J$8J{VMWA0
zCF=QpvNx^G|7X@I*0W1e%HfqwgMTY1Si%A=wDG!K?F&+zPl3p6ew5G8fjsmm&Apcq
zT(7p8u&C4ayBgzsPlS<@@ZgdlBn(Wnx94WwB12Ws+$E4>6>GVN+}6uRnm*^}75D+y
zOt1o}>l39cHsR4M1bMx^tt}g*Rbrk`-+@G3c8>-J`Mw6>7m=(yf)?B_e0N^Papx5a
zW2gG>#5|QlZudY3A@0ZNVyzHs3`(LqUe8)jtM$&r&i@tW#ljj#c0+Efd~(^LZcjw&
z-ap#0Qk%T<+1h`(v&DZ&7nc<Cb*vNiLF*Vp6gj@+cv94q4o!BwZmG_tN?N&&_VGmM
zb`-fKA-Ef_ZShq4<Rm<lK|^eA#97D`ZT9^&RNOC6gxc{+6nZKoOj=jBOh}3WDG)z|
zEW9sI-%&-TP+O%G*tzTc6*+C}NHJps+OWiU&gti8b0F5*pFSPpkd@S(ON}kfy^7=c
z{ZSP4z*1;5e}=rm%JmBc1erYg<U6;a0h8}-dIv*9=^H4#g?py07~9^^-vcofu*RV^
zr|v*ca2JB?N@BviI8Kl@|BQjxw?*lZ&r|g9T8To}z-qKbVfWj+c#pq}1|0EK6Ub6p
zdi}k<;B<6EbDt%yJHogiIqK&bg86one4>0O{B)+_%q+C06jh0~^~&0!zUqI!>Mtmj
zl|wXv$fkmjFuk#@>IqrCY@$KCekI(%3C&-wF9Wh1U6AbLT~qcmuP15(+hGs<zG>}E
z<GQ-A{&Ls{m5BNBm@Ba?JQL$^*#ZInlD-`fZ!b=nvnCi^FEMW5jZ!yMxvlZ#aQVUB
zAAdlXDv*_EH}1VCZ>-G#zQ$3SNw#n5nhdpF@C|%X{D`=N-b<pS{nt}&H+n;UbaBYP
zonR=R8hcd2IxcL&9=Te&FEhhejG*OYkTY<acc3koT$`v@8aF=MIO2Jm;VjLs&?%?H
zoh+)of3Z6F8f6P}PH1@a-0(V_NnMaJ$)={9LVJ*d0j_erq`#c$r^~~x>#=M(=?=F*
zY9|WC7f!bcRz3YLEM%To^8C4#vU2F2!PWB@FIq{b<AL!i>k{rJoT_mGU{!b|Q~y^G
z{@uz<A?#~H%KxEb+y`9@VW;DT)0Tp0CyK5deB?rCm5s_@lH+^3*S0z=v3i8^vzXN=
zFBX=sM^ufggT1n5yC(7(f<*`5EIWkP;f{1*v2lNt^`nWb)1wepr&YB7uEkjJ^i8}j
z*VO)Ah0Y6xYmUt!NAbFl91tJGmyYEOO*|!ktMH7xn3}86YE!5r6JHML-iqQ9BDC&z
zU9Xgy%LIv8pRm}2M!a^{b-bWZYl)qzEWFU*4clVhyK6Fl6j~(h!$c_5RpYpoU4KvM
zg=U*q^7A8YAYkDVGOf^PYGRALFsOB2CI9-JaI1&SSN~6bEl9t6JmuDVYcNmEUv@#`
zoxzO01u_*tLD6qb9n6W94R&<Z)&Vf*2zO$RaYn7?p*>A;ia`3#+~G9Q!g>$}SxJX~
zX_ODD>wT9a=IJg$?`c?Q-EiIND_4xiE8_K#j>7T^Qhi?Cmh+yip|KhDjaRRj!_(y9
z+d1bTFF;CE72F|j<2Ht3G@}(YG?+en7EFp8P)m}t>gT)C<&?l8eEs?Wv%)XO<*76Q
zp)v!MMFoc_FIYhf`!zRbEuF4!0D}9U;V`<-1ty_S1|3V6-iZjw%?)28UFk{E|Jh&P
ztYd=SjswO+TX@)X->rr+qU7(p_1@5)jQyRsE(L4>ulACYG*dEhlfdq{@cSvyBXQ`l
zeMCc*9@2M3!GF;$0oWxLpHT%>WIgiTaHwDF^<O!v+Vd3(o&6dj{;i%mAvtjwg#)9?
zBWp9y%Yb7fv{;LZc|SN8ng}t!2e6JiZVH)*6dHfPNHA2&w7eN&NlyYnYpLqdx}^z1
zC+q-t<uNV4`&+3TWP}MQRP@W!#Nu1ldhg$}H~?989<8>VxY6E2_pyJu<#>FF75BD3
zS4lox7V`hdamBE+|7@hPBm22ROPJi?bo|c{KQ#Kz?t}uHBdz?3|3Zajp%O#9nmc>_
zYBZ@asf0Q>Hm#+q2-U`}zi4IDHUcfe>!w-_LwQKMNZ)}YIH!U}6p^AW3O(ZPry8Bn
zT`=J~uwx^`!g@BlgLkd(L(}VsZw!-q05SvoBpuG0CBjRgZTO^4(N%z{<oeTI8D?--
zsJ~*CNc~7PFdA?i`Uu<F+vZvv^}7$1sqQb-{SI=w7VG_W8P8JlRgigX+sGKg^h+)U
zofmuZv>1aRK9=T~)D;kLT+66SS=(DP#Oz@dNn?ToId3Rnn<X-xbJuX+LoJkhZ(DZE
z{SlJ7+TCTChz{_H;SO*v&)4ECtgr^*k>aVby=E>s>ZHhp-T8a%+6Lru1!TEI#@dfZ
zs-X24YWgGpZHjRsa6l5{VoE5icU+sW2t-op)2HcVQMcIm(xDs>erqLlYXk*!TO6BA
z2AGuh0)OvTXXtP(0_#nY6R_kt@HqfHwV{UVTiH>rCrWzeYAWo!E#V3N*58xE2Y{nI
zuP(Ko$xp9Oo(A>{_Y=T5rqy?}Ek%aQVVkOPse`&eXYC(gk8W=Et{>@YEr+R!xqtI2
zE-#O}!3IMpD>SZ?;_|IQ`o*jWT(9r5&N>EaG*N?EP~XZgaQQ2o%Qur*-Xzba!v}cY
z#=DCn3@K4B*tT3fqUd=lI>9C>>bbN<FtTXt=~qV+qio{!hcS%^EU;<C+e;U$rNfov
zmVe2@0zLA3@!0_K80}pj3lrZ?aV{IdXoIYap6jbWoWD-|)ys=luq-eW=CPN&2H8Qu
zHkD0NV1?+ElkY8cZdh8r(ZeVgTcUiaix&$X#$@GRk%m3&x+G-sHfN@T1~zD-r(BWT
zY1!Oz(tf`*(K0Jh^W@MGbRet=WEY5~4^JaG(@U8a<-7*Cnum@v1sjc2^BBMl3Y&Ik
zy$`T3umObZQBakd{5dQ1z2{wjz}j!9^$cYW=(4OPsEKd~&YxnuIBG~R7j1@fr5-Bj
z&o^62$s=SW->_7Xz(f?2OvkpGog24H?K-pd2w`3W0u3<EG>JQ%aF(#G6@?T73!^f@
z@_9QDcdQS%3it6@y7etR&*4aqD}*2w<ko0zVwVMVMbjJAKPm3zUpWl;yk&P>CJ-i0
zm8Yui)ax)rzi*$w8O!0N`GI%cqDC0ke*hS8T0RIB;sjT#9xFywI}f3{yZ?^lh|BHC
z(eEqLPbB&>8S5DpQG!RaDDl6FYjf{CYMc`HFetwLj{p7fWb!iK9FbUn)%W-36WU&;
z<xhk95Hmdr^Zh_mfR(ftbBuY;{EgS0d=@V<kz;HLD{bRW$t{OnY@9C7$64fnso;>f
z-2!LnTV5*d4=1zadwh|jZF^2wHub@3A`G0X>=5C<=6LW<sQp6hE;SIit>`C}L+GcA
z++)-l937<$Zjx75f7Sg1Ynk&;tvh}hk~swAc(}?1JK!qNhtUd^_HMXG2PTrZbAlVE
z;)brMxI90i*#-}P_fB2NyjJNH+pqcNXXmb6g?G>QeCLpFs2{FcE~Pnx$4J-TwG<gG
zFOy;7zawpMUNz70Yl!Q~m1dhfi0TkB^L|oLdS4?gqNkCT3MLw$sDFbJSqKA2Y5cb$
zLrF0#Wv5zmQ=*PAuWfNE6o1Gx0UPn8@9ZSPzQX$ZOsQlLj-}u%T%}Kv>VA%EudU<t
zWj&KO_4CJ;v&Q$^`tz+NTdK(U<Xu|1IP{2QnZm9^x%Z;LZD@{isdtL}M1%gJ{j~lc
zwh4|dcNj_Mat3e4GaMU@1GOHo3m{k%EQfT+!t*QWmQhn^4rBTETm~`PHZz7KmW#!Q
zf}{mYjP3H^<oOtv&pSIg$qEXp8u1GThK6NZYp?0foHSBX*|r<`$bGW5>CyWfWkK)n
zARgC!fpJ)SyTsz1t<1!IqkosSZ)Q|t=QFpn-QlctAz^9x*i&PRq`cKG@)K#WZpngP
zGW&fKfcHp0zostEq~b%3GV~GAfApw?fqTPTDGY)C)v=Wr^`dfZk1hj!bWjeY9MbWq
z4g#h#bc-skq^at`0qTPeK7qMJ5q*{;iD%fnqltgn@qV!2D^k{rgH2T&pBxzXcPh@;
zBsxjI)R6McHE_DaX5YWn*gh0w(j+fWF9q(8FLQJky!kwGEG24Q$EZXLRB#-7vZ1Cm
z<@E9bz*`)@y)7r<`5tCvrC0ti0M3#PHC(o-;d34P!K4SOB<86j!MHS{T%nsT{^By1
z)9eofhM0db-?~{5Jh-H0JlXM}(_bn(Tn;sNn7G{8-Q1rg_nwf8OJcJIrr^hTW7}G{
zk|k+eA+;p^;!a>)y=jTosRT-|*^hJ6p7L9PX?r`{C&0uTerlRlpI@lEVr^|T>@cx6
z9UkdGSN=!E&iUsdcS~L^T_{$w?iD9uMX{zp(?|SFN(Sc0Sq0eM<#+067tYL5i)D_t
zLyv&Qf1kh++)1KyWO7dMu5^hdHugvW@ED*D?9dV}w>6*BFCbW=_c#-jL#6q}#ZCG7
zb=4otPsWS3A7$8d0vT2$kB4VcpOUhTX_Zxig|AZuFyFc%Sk!Gj=^{4}<%9SkHB3mH
zzOQ8>J<Ig{E2R@`{kfJ_E{l!!zp9)BCcM&n(V}sEE82g#<-6m=c%{lU{}SAs%Rt^7
z^)~bfl?5tuNkM@Jy_(tcfpMr}?iGd)lo)=Bsi{HHPR3{H>p7b*1qKDZ2MB+}dwUpi
z6QZW)@F>p6?MAnch9`B(?2RGJ+K|u%6|1#;etdngbUtdS{wh$0XdutV8S={tE+wU<
z{qaKEaj{+xL~ToZ)8&*unl6I1LhFko*X5fUr=~|r^b2l=hSli$`hNKQWu$iJhN$k@
zOUbfDHN4s+A+_T23IPx`*?<7bPs7s?AVOF9Z(P;Ud3uWfKQ6!tkDuxh%*F|W?$^GC
z3WAEx;hnLX3-p1p7oyvSFy9sQF%0RsygKEf;%P4Oh+B=rc+JS#ih{6DM~tui;M|1s
zfEn(VMns99TbH9&y;ukQbiqiRajpS#ljSu8rEqjqi9^0Lg?Jqdh*IdwqmFCcOB`}l
z+u9@R3v$IXfTpmav5MHRuNw|K=5#ls3&3x0dNHa%cdc$N51lx<vOVN{8v&K^zIW_c
zivWmh)8$mrU~WK3WPY&XJP2^#j|o2_HBj|SmO}qIy0<2=RP>1_IJoKLi4%0|ARthz
zol*e!186iO?lCBIB6fUjawu(}P<83jGlhEZk?LnFGzGuihiRYTJ+H(N3m541gUt=o
z_cbV!fRj;<W3%^yq}^hp*fMmqBB^$Bj7%%WVe2j|Ls@0Rp~pJftaMH6GjDt>gbjW_
zob~%dEWwGL<La9h&)aSe(|%@Ptw}xrpMhVV0rK2ky&r_y?>xhC?z$yUx(FEOOawhK
z=ALY!#oO=vW;tm!=}w>Q@#j`@yM4+4_oW>Y2zCXAfkY5|*wiHZ4_urRRKY2391hYi
z@r$GSxhHb)nr-gMxw#L5uzwTa08^N>IVa<z1F9yNmF%W>x$k<_%S;kbL;FL8E;7tO
zyNoXurP0Oiqkl^gfHZ!7jq>ocO}s<u7pzuB$#`U&_V@F>QCC+Ncv?ARQ#oX)r?)wA
zIPT@X#YdAHj)bK((Zb`$xA-Lou{};^Wq0D@jdmA?`5yKaVlZH1BSUH54+fkPY@}~7
zo=|CnVvuD93(TH4bxKcN{XOsL2YUN^Fc!A;eY-D3g{8VZU<w6<2|d%S?_dJLWp82L
zi~N$jYQs7owY}4JHUUk=afJ8o9#g8vtU-kqU`sqS7)T97+3-z}mwVL#H6<>saPN_B
zOpE6V0?2-N#9z94_x^czPNvvPQzl&*4De(r9Y%9q0`>epJ~^Y^fEJ0Mo85<z``d>@
z(WiQOD4f7faXD`-h;MZ?p4V!-D@U$b(4UBim;2^pyv@XAY+i5^e=C(&xV&+FNzRsT
zFn@bK$x;N7fbz6T{)2abDMHW2Y@AlsmiS75%#~~mdUNziC@OtC*T>%*lwdA>-eve`
zp;k&PPtE%6Pfbno3b4vNf_!kpJ%BEtJ*=~AaTX{rPAs4TINh4(ur~j+rL9W8fm3+;
z5r}7AsJ6ok3pHidS%@ISj{`^%u>NV*BTkQP?IJI98$!Q~BuCM8R)YS%iP{QE@DI8j
zQDJ=QcU*E{V!!DwtX_FO`&0lx0~rK2Dc>5r5h~|Di~rb@Hmfn0`Ua0M^6)$vfP*d*
zr>$ccuyUD-*RJ8z-+lhPbSw4OoVt2CqDT|5nz}SSo0?OOLCK6YZH;jHyJ+;uO(dn}
zps^yIjp?GEQrnHvQ#(=Z^N#xyzp*=kL47rLsaxw2+YTe+K`o{j|LF8!n`ca1!iH^3
zE`X?#{gQE>6d%euo(ZdeOr=aH?{53_L`pD$#SXG2#gwLzd>KmWH6ETf!gW{mr`rmo
z;Kwi6ojP?w&*Z^dI+SK&G=*EAp$HDNQ#bwBLj9yo&9j;=RwUmpssU`G$GoNNlCkS5
z`rD)5ldACmfpVhfJEMJ34VQ&1Gf-i!JWkRlWq*{QgpCsZVPg5}Td3VMn#s@pG&$;-
zKd9!dF9{mW4X)?sNT&5Wu7>B;-;kI8IJB^`oF#oc9Tz8aQghC6!D+hC>Ye@w$A}MR
z(e85`b^>Br?&TZ+^LWBT|ETr;%=Q$5RjP_KHkt&`SWA?)?{Ew&=ziJa6Nou{G=UWg
zEiTe$uqX8$65ucDTNomXy9{pwd^{z1vm;AOc<vVo^R*h7=XJVK2aOtd%1)XgY9M|;
zND@vN)L>5^dEs4iB+Vfpry^*n6)FlU1^66#H+29|+qgD<PHunlSbk3Pmxkq8J>V&N
z@)C5!eij9r*O^Jcq`Kj!`zk%ZSTK_CEkFo#KTvAVO?}a7bH{AddJEjRVKmp3zHjj}
zZ4~|D%gArJ!`*tIMuzCwI1Lk%S9%9u@C}VG8_FTr-T<JQDk~t%T-rS+=6u)qn$M!W
zq!7nBHnv<&*9)ce4|tggnA_mY<!L-(m-<51s#*nXFuK<`-H-KY0LA~co;fmN#?98A
zq#T6ksXdKfmOZ=(-nlaAAd7s(3-QgwHmx)+)g!8Q8Xo7$nc@JUfaStufgtL~ZRoLw
z?<{>aJ#H<^O(_-@Y{JKFVX{pH#0zDYeP~Y*i&L995%u1Y-BHjmtu_c(dG4>F{iKIY
z6-aVZ{vLb_Q6quI?yY0CQ`$%R$X&lUguZ)YA|lgjil)0-i7FlvG&JL`8Pd#a!psZh
zcV{A}(gWip;bW<RLSS%aTcSwbq?GolA1G0CGvE5hS{$+Ee0!2=JdJ^o=|S^{TU5dv
zfN8;OMP0<qG(GZ14md8389Pf0aNM-j442=UKOXw>IBAQlpkpzvi;v+FknFaUcz7|B
z*`ih*<Uqt$g~063FRtZV*G0rvcbE!lYef0nH!ID;amrK|m3B5}9ELy$pEN-xXKNc2
zSN7!5iSRc}qR?a9Py35yS=rdgHCU*N^vTruH*PiaQzs%)y_C0^<FE4y^nnSlaMF(P
zr&IcV!oPpl9mY^YRKQzXpvT-_=`-(=+4aT541;&Glkkf&W9#w3<L@3haR|&iJRF#9
z;#0MCnkV;lJ8_H*j5^i)s%;(D_iC~gBHoq8qo_$1s5*kH8k4F+7p_0a)^$mWLxvCf
zV*HBORh?;&l>kninjT=}v7tuG_5<u*pIqlLhPR!G<miRv9QQE>!}!I)qy5+SAaO^7
zkKF$A8epfkc+j*v(C=A?cY+WdhA-fIgK)XE1p?;jJ#E;{>M){-@K4QQn@FjCwnFS8
zoZ#B!p*2&!@25dAM4*DI7prH-wZU$fPFZy2_|~L!&9pvGCwfAz2hi2tehz9A_ZpCv
zqyAC`y7JwqY@%eOoD;;xq#=EGO_)r;-VgqQUkmctZ@N}@9(iC8Z@Sqnok1Ar{wiL6
z!7VcCnP{VmlCoS^)5|NC#@H*xdviiU!k$&4e#~}W@~W1ox~}}`?jeF~%4%9CE=;tk
z%bgjdc!=?Nu`~&3t#|b58JqA(5ktn7dRtV64&VT$iC$HEv5n9L73QB+<3hJ@-$yn1
zhwg0=P-x`72P_DI1i~VGM?lj}PFxw+RPmsmCfwsz&f_Zm&LgT8DP}0?>1d|E_`cHP
zj*G5c6%E+GfIoc~b-U5`#U}z}XxzEk*(%y{Qrg;bh+7&Y-&*T7!M>~@&L*6&{a!DW
zLoT--C{cc4p?ObCx`N<CXH6NXyg3+_$ukHUvD6-q?!gGw4a@O?is@nnhVo>xrZ`&j
zXt#OVWhF#QXb>EHu7c_l6FJOAMm%WU5n!49DC5-DNKIXo7%oGqn-%bZ*1lbtBT@;-
zzR|iAaff$vomU+zOyCru95JsYmBx*(b7P1jp|=oe-_NO(8*#aC(11@LWu`+HymaUy
zWIU~(UXs+EROAj?P{2^4r&+mvypq$FK&q9iFl&HGVl-(I)+U&b5`e^8qlYwA?Zu5s
zXbr}`O?WLuWHkrbe);9YxPf0$_-zR>e59azzqwsb#YM>I;@t7_Yk6k50E{8U7rn3n
z#U9@JyBWBVQm`Pu2^4=FN58S8iRRWH)CT)YMm;-j%I$4PoIG`^_xI2AN0|yXdTyPm
z^}0NP)kdHJI5<~=#~qCeKd(0NLLjv~Ja_;_X_Wx5H@1!w(Z87lgzrTlAePV_zyY)H
zxzPvvP2ot6QBc?D18oQK80&>eIW$RLeq7Y-tf=Ux^WtLS!A>`I;gjK^OjJ=neY-fp
zV1=uM&i?nJor~oZ_VP~zg6ffNc+U&0lrh~ZEn&SPqM!;{6S6Bw<=cy@{+nYwXhG~Z
zxF*VDe|H*?Tl_(^{Ta?ukOVv_6E{CTdEqc#*IZA(@*i|n<j)`8;gw4Yb^#VkZ$Kv)
zD1KW^5Lf3dJ14|g-XnPVrzcE2!uTm=nYB@`gyg8_MtXXtMIX8WcB6v>_-22BYANvo
zq}!@<ak9|zF1~w#gK^Pq0Z}#s?@&RDnR&_l!?7(b4i??%ROoqOUAu(KrSSKPw<cc9
zrhhpbYSy`HDghrIY9fgCzsrbjwY8T{$&kvt1}1})tWgQ?%zIP}3P;n$a{hCcCGRWA
zA28m;%o90!;(?EiH@7#FqewAewd4{O*^usQm7X5FWrg=hovo2zBBVv{nO)>hV_}&e
z8@r^1?jYe#59-usSAY<LmK<Lt!R4XtL_{QeaU0v`fY)cmR}O;uE%6L+xFv<fJ#PD3
zp%&YxT28sA)>G1R7`PKNU%jf%&&gz^mtxo_%u5TncS4ER3+JfOM%S-gGX<nnEma5B
zmNvn)Z+J^`9u{ULtzJ?)-Ie6O<HmmdM#OWmS~l)+iOv+;$A>fn$Yn*zw_5_@-`!vR
z#m<c<C^!?QSnKHo)l;q1?)fY=3-K>jPD!_{<1SxO5(^H*0Bkb0a{GgAXXn6?n&?~5
znTXERx`z^DVqf5=qpdzRO4z7dHc|%+t`LqxnmH@LyH#pyi5cbnh=iv}QHPjUHra<b
zZs!UfyJhioW-E}9nDJQpILF(@Ana|tm1dj0c-WhE*7K~k(kdmdU!TBdDdpu`g9x-X
zP1xfn#)kA*3rTd`-AsQi?OUrUF(IRm-I{jZ4H&mIG#E&Xn!i<Eds%}A*)RZ-MRg)a
z(NwQGR94ScnjXZS&aC2wm?wg&%14ABW~N;cXoZqV*`1*EA(ckzY(ITW%S^Gx*z`Mn
z@Y7<Mr46RQmTG|}Z8LEjKW#gMzh$cR^l2dz*A0-k<buSr+c{DwY<j+@ugp*AJi#l@
z>By2WNOj9odMycBMAX!~lbyT4C9X*KD3Gv=EvJfU$?_Q<Q2L0~J3E15-p=8(og<{4
z%9hdK#WRhvK}CBz^~->EGRl7FUl`qdkXg{%p)Yd@U@I>I0YelPWEc+wjd<N&nVv%g
zYRUiw&<0e2ot*}!sn##bGvO=Q*@+<2v<*Kr`d-4PwQ4rNZ4p)Zol+vPuX!k{PyU99
zvE`^X{gY>7xV07Lf+6?d`gkSp8k={kDsA)qrY&8p-B}67ELLmFVy^RE5;j+Tqg`0q
z&|Y$!w^qQoRs?eoBrDz04P<^<NNrM*rAr@cEGUm3V%7yoit-yD(x?|+Q&my0(sVKZ
zO6DOmPv&A{N3a*KX@Az2JPUN79)OGiYIciGzi7TfPu|-%ll)hcI;g*4(^a6Fmp{Il
zmF{oz?BqIoO4OXu&TbG0ISQ|EH#Kx`TK7_CXl5Yd0;L8)YrtM{*X0u^wyDve1HNEN
zcgU7bh#A&h&9=LOGM-iDP?;*=lNi5^2j9K;ecX`63sgcb%lPAP)&>Tzn4l{QQO6)l
zMSJg#MMl1NT^P*o@^VBfja*D)Y>v5nWtg;14kLn(!|v?8#<lfxi!wUdtF5`jcdzC8
zc@t;il0AEr8>vHfoYW3W|E1n~>zBO5byfNPIQF$$(3UGbO`w?vrCWF1)%ahIpI@;6
zD!(Gzjc+|>Zd#ySWjB0iX8~{|2AVink2L`id}35jF%x?nzw~W-EOq`o{viYNN1#W9
zUY)QWqI3)gh|pHW=By#^FXb<KkYdjk0Mr~vS_)m#ta3((z^BBW0UkTOgX2zV3Z3z#
z%HDExW4j$kP-Tr1KYh>Z<}f=L`M3k^ECd*iSg`L$;)UO5WPG@FYh0l-(_e;3<Gk44
ziPCLo3Hsmx4qDf(acZNK?oSwV#)}ubh87k!AZ1OxC7l4Ntpp@N*zJmfalbuvm_#0S
zkCJw6Yo;;7zW-%oeooz0OG}=i#dl*%LmiZL%Ge{p&5Q1js^tDF-V2lND>LG^KR=P*
zaYvUoVX(vtHy=})tPoMu^3SJybYZZPW(cqAQHU?IipP<gbkCU{v~gID_B+({13b)i
z18m6o(Xj?ZYJ5^sdNSTzx1e8&j@x<<6i2eO_@1M8HIrX9lmWv2E3%TIxz2k@wsdJs
zCOPWRk(E<#;?A_O{0!m$(S5ABKh-ojbFaFxzgtS%B`4=(NQpf=Tdu;6e-*tp70H}H
zUW_&-jax<=`RlzW+6!k{V!KQmrM16*Pp?1f7X9mb<L`AV{H=!Jp(<s2OM3U{<)GS3
z!=Ymwi9<v1)4s2+sJ4S-9GIsI|L4A<`)y;RQ8caLdF$n-!)M>HH`zhT%d&d<I-yTs
zwAwAGsTRV$KS(I;5k%7ofEL)@nFmmjqP|MhZYG#{xj=#>P@&`~TLVxPH?1G2w9{Rt
zF2{5_ibB7XpmT+KyS)#_Adg;tWv@cCDZ=FW@$}XhmaK@oKL(7pn_q2L7pRkC{aIIL
z!WSlkS{%nsc&uig$v~KU3<~;^Qp0ALAc+IQHy$ACe6p)4vZXRSdj@!3JBJ@1p5iMa
zh`o6)R#u{bfq&rmNaor4F@W<$&=|FkK_uQ{u_mvVZ}=Q;GpVqOKF*{GB>gTl&QSa$
z)0zY{ryt-fcc5AQ{e1wgYTiwAnLC%J4>5-UW_{!CC~Nz;_g#99>s{}|B>WfCy0M{Q
zB=N#S_Os(Efa;SH^-M*qVDauYNLIwy>9O1M;*zqHziIR!^s)%05aS(r6ME$3V8hyz
z@)8-{N7Hfol>yTM>$Ev-VaQTh#mwnsFD^*!DF6m6VI2PPzp6?uGG<GRvX1B{Z6cMt
z!%yS0vTx&WxpPzjXfq_|Kw<uNgT@@4d%Vd-nWd<PH3$j_qVyg^TB66Bqc0mngn4f)
zr0?_F7mX|%AUB_3_6Ove_WT|a{0y<yB}?S_--jo|yPz?bkw}Hcm2tf>?=c;`hbb(C
zeJ8D#_nRd!$@$j4@8hdPfSOlStHP=Pn0Hr$j^%}f0rqKP6y!x<Ab+@ra-1Rh<jUun
zSkUAAD^-|b4oUzHVs2@jrc9Md>{^qJgeuvwLX0IG-6ewdt;<(VMHgwL`UttfrjIQW
zn(rzY8ubH$i%0TEll{WrZ1vd#iH*-p03|$TV>2gF=%M3r3C1Z=A;%4j`mg^um2hsQ
zHK}9+O2+}y%Q1y0+dvH9wMi<PJjfI%an$@{km<RA`CE~WwB~1r56dA*)~OaF)raU_
zAaADsqe+7sTS4aEl$65T*9W(4kAivoee^p_#?fy4EN~BLSoRzH4izQ_?GXAa*-(lo
zK}hZ2ZyHcJERcrRV@pAz`QX=(rLQ3L6dRFaN5+Cc*O!^XS$u;2d&p!cz?2M42IU0!
z{nqV9zI<MCSQFQR29O#G0$g^3sL={zWRR?pz2Mu~MXTL(+bpCERFr;%gq4gu={Mlh
zvmW6jxjQcSM+OD96FtEL2($C+%KCFzLEztAM?1jIYV;$sW!@e%AG~b=d`li|v`GIo
z_m4*{f<kh3)>0g%-r&qyVPpQNJo=@{p8+-Z;BYU*r0JA*KLJj3lxGpFxpwD0U`BvH
zhJ5K?EG?D^PwBb=JS-Pu=V2wfa96SX@3Drdqy{S~;5fSz<8R>ZABg@-I^TePNNQ<F
zqruN)ym#ioGY|IpKKK&^azV9%{wy&CdU`-Vx}`ZxjWS)^^v9wK^P^m%wxDJRoLU&L
zm+7B$7vJcQq&On~3=-Xr(T@-YnSNb^8qwkkYtHQkDU^ewrP9a+Rwj@HdZ=t?*SQ=z
zur${I=k?(Hf4{i@ynYt^kD1V|cdY!m?kE@;z5^!&rHeNGm^@~Vw*F@51tuuJjubR{
z@UMYCuOB=(f&L{Ml|lUXKQ{~ZRt{4W6z!Lqwzkbaf}PE4QTg!#*=3-2nsi8xel%<J
zQ+yo@^~rtJt?S}z!?R1^VM`^!X4yr%RpLOioUAvm{(D0(%&&4zYF`I?_CmV;yj&0T
znB8;jFH&olvK@U`3W~O6To^%HPyVlmO#LQ&7dkG2Gcg?k;sdt!3)F)fd;PCpHmO68
z?(?w%lc*Lj**Ev(32jHaLQ^U9*1>rPs(sLcu*_Hxr;5!u$15Im!nC~&{%_N&()F*D
zYpAF14$-wN>aH2+MeR8d;T`<__hqW8j*O=Pbtqy7bUXd0<_JfDnNd-NmxK=w&@hXG
z1&iR+yS?ALa<{J3X(MimS5sKx>F?-?bWk(P$?`rz?^d_oe`opvCS|kj+8sd0FUVUw
zG7Po>$`s#B{PUK_gNK4INe+5B>i>@4lK)-)=XcH1|Bb=F=S0(S<p1Z8W%~bn1B<T{
z69o8C$=Hl&7Sizv>o<9<sDA&1dmRWe+Y{--kXl*PCX9HEw(#}7$Y$_i$mHc6O@R8*
zkFtWod4Bxa$*cY1Mp}(?R~py4!CR6}i$mwC0Ktn+A}4(Tdmgk?!^7JVWR${yoKJNB
zq~hx`Pw=)#F0g(SR4~%Tp<jrum`$ZdYAYyDgS#?+0a)3=!95w1FiWg139E%GMqE9{
zuqg;?YMwq^u5o1L`&IpGv;tzJL;?wqyHnjRelUR{P6vBif~%W5gVx7vL(z<V^NM32
zjf*E2F!st&gxt_%a3eAmX;H)qxQsj^B93S>unXX*{Lgf_Ti361_m{eTL`(?Hfn_qz
za=kJRw57{nOP1<k@t~lfwO`Zh?O^5eM)TZ9Q<pMtmxJpcAOCL-T#G+qjF7&z<>}b{
zz|E~%f_3^Sk@-9v_M0n}JRUsqfRX!sp;<5$yv)eSba(6E>P%`a0Z+Hp;Mn=~X%0K!
zhT<$QWV)1}Q#IJaP8}%NAGco^me}_!EUyp7gufAtc>3q;uKzSUgfn@Qs?u^lluk7S
zeDSN2-z-m@fWD6n`1Xy;z^vY99sRJE5u2KIghAtf7yr*{r+gpsx^H=7u(;ms!U63#
zc=+$e)$x<o1WL@fnut6yDL81GZ@97ko5>&Ho&57cJJ5*QnDBOv-Q_ye+UH&NZ&tvy
zdKu~IXTMMIF#x``^){S%uAE>|caOI7Q`E+7*zU$30dkk6^Y-Y+=r^8>ZFSnXnBLjN
z5x`P9!)`gKk%4ULv42@usMEMQU?8{mRaOXAJz~#xaKYsN6r}cbbdx!%d>Ja1tNomK
zoyqHGD99q_hVrfH>#^Lh;)ZTbbq1Em%6>T4pGzVC=~nGC7XW>wT$92$4b$n20@u5>
z!FW~4&AlaFKgqO0AfsS;B27OAQne)#qyE^|u6O@4oA#rC9x3<xGr^zi7Hb1mjM103
ztS6Lit~ywb3|45R&GqfQtd{WZj8FFNyc_iUr@-z^g{9;|s$DxMZSK>iSjK{I1;s@b
zr0|YyG>Q7<Gi7&Z?pj;ARE~9uG_Giu(Zy{c85jpMFG?six&$dpy9cVm2b6QrlgX8(
zAlq{8T13_7FV8t|JdlFLs9U$)L8Q+HE?g%%^bA+;X3|#{26bvXFHBqatm0tV+e`cA
z;^IayQN-O6^O~%OwRpr2ac^h+IfpJ_4imfI1w8ShAhZ_eEWpw;JJJ33f6OAJfVx!R
z)F&!sx*O11vw@CeMM+{l%s5AK$CZY@@lK3dJ`YL-1?jaqX4Tx?Ba|Cp)x*J9rylxm
zhRyq00ZIF5r|T}M{ZoF<1JAA-w+b|qMvX=7P+skIxc6Ys;%UI>+T2v74wDs<qoxfa
zA{ZdGqN<~9wd}y`B>m?nnvccB8xt##fh9f}iI?BBtl-!6HF)|FcR~daI76B&0)^+O
zY`^b)TGz%Vvc0{S<=naXH8T1uUHGT9f8aItYjm)6USMtEyEXi6HEIod4GrHr1ZhxI
zqG>LLf-s2Te~s=Q(+(<9byF~Ya!FBPWW3v1s59+TUe+`z*aEpvT$d^_nSH(*KwK56
zL{Q^)q5c-CzLR^){_C5Y{!5`01dY-P7UNIaug6EYqXNvw2tA5_LEI%6$M#9=(RU0r
z+Z)e7Ah?$Qq8Z^?s<x5+V@elTU+gg`1x2s*6s;cf)_?gQ7eGwRx^pNQZt-$Y)TdGj
zM|?or2`&X?ytR$<tANoGt`B|Ah~NT)<@#_8Z>l%?`QZNlxr&fekFbc00cYVp5k6-4
zpcJn9?^fMo;#w!bGSa6{U!6P|o)%mtiXgak>E6F@CbwQt2P$j#HEa{W&inn6Q}V3`
zcRScM0!(hmo9lpLonf)}5V!Y}ok?bnc+!+huH#LPxqMy5p14yP@j@hq8vld@5*lv*
zUmBngjQ0SJQ;urqm-QQ@HIx}U=>s8wK<G>LClogG_TY2Aq1BACiyn+ZW(GC$d9G)F
z6istTH-Ri2-n2#VX<fLbbexYAn!qNx(-7r7&G>@4w-$$??BS?==YdJCNTo_~nigld
zGFXf;HMT~%kYpLtP<!Ng$)kUyTcgVhLvR;43YJ*@Pmd1oZ7zE<;z-5gMQO>h)fHCn
zw~pPg^G|P$@|e|A2Wy6Rx4t?pVnBJnrV?L1{TEolQiu%tXoSUX>&xwrUSkrBa9C=J
z=NcKco`-<v9E_9XxemUc`xQPE56?L2ZZkGzZ1lnHl(%=k@jgF%^0_(72HGIhwBqu(
z_}P*H$0MdKQ$ov!pNq4Vo;zEpQ=)<#FuOHqitc^GhTf_))LA}hsOWs|74PSV=k5uo
z?Cw4ZOV^zBwDq=4uWOh<5t?p$rF*5Xjtw=ZE^Pjw(RKD*{U!tF6obMLmx$jwe~||9
zBn~;wzx<u-rUp|Ho|C8CTHa{mVP$Wc#oxMBA%c(s*W7)nLysx$-lMVkw9X)d^vx@_
zQv34YkzsPqPn-wcEf>b+VleN`(^nT_r_}7A=TR8<#>eza;AgYwVROiRUOv8QbOKUX
z7`Zs)(Y<i7sDmhAC%2rqQIoPKh`3lMH%;XGDw^S8)v&`#XiJxCJUa_o8xqWS5V^kn
z){k7J`mRiKpKaszdqC2|bctpJTLrGKPH4kal)8dfu1s&v$@5xxd@6uP&@U9e`3?gf
z3<*(Oi=>RRDopsgHOxkH6Fy3vDlq40F&p6eAXGBod&PRO+P)`suzK;?Alk|8N9vFa
z_Omqkb=%jbpxEW`Q}V1x#Nw)zZ|yQJmzAw_oZ`1UF6bE<htrjhm#dDs1)0xP8E2@R
zrjB1}WIo*dn3OgF$TASf+G`=&(knF2mSf-o4CgkKI`cE3w_05he61`uSf{Ogosi*e
zg5wuGx`x_()*AGw+uG81))$gq8DrP+9@K#J5uKa)rippJ6jt%J_L}|_iS34g3lO+o
zIt`;v(WOSM%Krs<(ecMXK&#v)o;ECr$nzkVw+g;4Ji?pZwhM1o=abzniVnvGFEJE#
z*thHBq~z1#0~O1|gnih;h(yx1q{L6ig{PfO%>MgFA;o78Lf!dHdaGrpX;E*&cq$5Q
zyzX$mDngh`{Nv0foO+%%ftBGNL`xv}wfts9AHL$-S-LWXM(x)prvBiGND6n%a77_1
zyCd&I{685;*ZT4t4f$kq5dDWRZPLt^B09~gTR6L9M89te3RS#^mazS!HuQS7l#lzo
z<xa25a+Mc%+^-#d>VjR`h4bgnS2$AbtQJ{u;aOQ(=500!cZ<C%%X@FD`OTG!7o@y^
zz)MzWO}68e4fL`9xBVfOd;S6DyD_M?wgGvp_1ul|kG9yqH8)q^xiWsee_wVnRka1I
ztSPrsx^?z!N5=O2V7-rJ12G%dVrjm&X8tL0fw8Wa5i`|j%ylOIyFAY83NG?4#9wVQ
zK!0=F08J}bsUdJ4f%qr<(TNnTg%NgCK-=6jtOWP^k*M@GInn=FyekuU7FXbJ#fqTq
z^1({G%lX<o4^2A^WcNq)ttjI`9zACAJe1l6q83gxE(PIw^l-NZ>6q0Dx3OD5<1I*L
zjh4p2JKyeN1Ln4|TpbyK_qaCSzR*wTjSZe#3u_@@Jyc1z^B0swWQDl>7N%-9-r;Hj
zm-N~aKR@r^mOCC|(dYa?x%L?3`X3GIR*~49!)4c68_SYQr)7edR`T8nAcBkfPw*lV
z65kcb&*&~kTW&ld-8P+SL2e+YzFlE&1@&PQupP$Ryucd))2ONjJz_}}&>F3K5@!z0
zv!SIM#k|a4(-a{WG~>1Dk+OYkJrXTczWr5VYT9Z4@9&#$YD$MhF6i_B>Rs&MQ@+m?
zyzzYS!_TI~)YJ$tqkS`)L+uIa+>~uHs>LQ@-^)C(Czi%3I3Cb)NMiTnrGy2O9EsmI
zI1k;eDH&KSW!WlS=YB-4T^Jo_IQ01UUoCV+tNH{qb$Qq)P<VW|wV)+}_ysCumj}^k
z)X@-uhrfO$x%@THgG{^A`khZm1E#LA^Sy(Iov_=FZIc<_L@m!s$U9&wi~`>^_6Eye
zVg?VQ1sk}?;<gk2-)_B7z%ETpwcr9Zx#aICAozoR7HLa0xy9=U_{|7%^LQ~OpEYjS
z)+o}TTb`z?2PUiAYJY{gAKrL=dn#2lS_`H=A-Vid#m3L*C17VeU>gN?tyK<69{v56
z4`KAu$r|*JrDPj+$N2`%<0abi*kx~lXU%mh&9#ovSo9NmJW<F+O3RV@^{;3`kT`-L
zT-I&;&q1VY`jnRb+ILq*fyZfLqc2hZb}A;d$!p+z^y`$S9ZR78ZzLLjs@;;`yW6n;
zVqfIXwG#hb+ljV}i0jaPWAjE8NLWHJEh4Nf!Igy5(Y*gv*==ukV-r`?%D2BB-<JoT
zdDrsHfvK>6CK5PP4W7k?-5*rV70z?(Op_7yrVMkQKfkS)(0eDLao1tF(`}q}|Mw83
zKp41oh=2Nl+BCE5TH%A1CH8+W`gRB+L3@HIefmt%Zo%a8KAWn}?rxpZ#;Hdh(+a!S
z_o#1b@`UMOqkr<h7cY#9o<$+&=BDM`g8ffxua?An%g~KBI~E>5x;^aZ>ub6*)88>2
zo6&HsX`L#gmq3rv<vQFP!4F9OWUtfSHH*#Xc<b+%R`n8YpNUd%RomI9?gZmhPsE2!
z2O+6D8)O<%$hB#cy{Lmet?B<xYbI`DEytG@hCP?DImMiF)6Q1*XHAqktoLq`sE>;C
zL=*64E)v$Q?hX4v$TJkv?H2l+KZG$ss#-*XJ={`#S7fGU&4SNH%d8gHS}i8%0W@&!
zUpILiw%W7LPT9m-z9~^yLD&9n0g}_zEVWz1%{H+SEdylWY^9xcG;`DbF^}(g`xksh
zE3N?--R*gb?MGB&0Iem>$2F2?-`9)F^V?|OwL_4g`v)jZ<{=to6v`<Pt?IE|zOm%u
z)3&VLcpIU1WG(_Y`~5v?MxJnv^~umj%X_q4#fCk`jMt2uOB(c6_ci!cPF?DlRlWc9
z$(y;>mAUlP+RKp4j6eD(HhIdjQ7(9s480}oW3)4%#{7EUe80Hw8e?iswDi^BE&L}^
z@<-reeJSFCQ=bW=XK2pC`Cv9pNe!#Pe70Sw+^Sp^H)p%jk}zD5%;^8_DkA@T=K7B`
zRwv;=y&XJ*aqE*evw6Y}f3u#fv<eKgBi)vEBo5j)%#Gn*pRz#9SG$hIfa~p(3KVw#
z0iIktwPt0FF04VeR}o<PAl+&;qbqNGKc6pGgB@>N_;B&8+4|QKOaGvTtvo_Ox$Wao
zI6l;)oj*)rW5?$q(j;(NA(-1vVKe4L38~>ql%(X|)Qa8L4$I}5<t*l=n_#4hG!9=d
zDHk+z9@c626)n#pvY8W|U!E&cY7t~)?)iPFr~?x63r<&*$C;xZZ3BJRy2(pJ&<da1
z2-YJ7JJ>Nia{I}0#>9?avemhOjW5iv6#~do9^)PIXJveVkzi_W_Jj>tZJS%7dvVAm
z3LoVDpTX&V5hd@aJGy6y)r6_sj+PEqYk1QC$YZZV;bOgycJ6_uVBQ^Q3PjG%-u}9Z
zN`A|DBhbiqKZ**tx#u!yGRy78K?1zI$7u*KHX)9G?7+Mlcsm7~!p6`1KAWqE*^8=e
zV6wSDB=|BhwQ2!i){v(s4vcPh>_ZvqtBu)C>;ssJCw-Kb>+R%a$2Vqi`3G8#3IF%;
z#J)D!t4*6_^?C_CtVTDGaM`J|VXZQ#4J(o!xL>BzL6`2HVtM0~V`83yi8ul`(;D(G
zmg^E#T`w6h*_0}V5*BFP0*iZ6XsbP={=s$%qANAYV?Sz4C<R4GqqP+P!DLWai~Je~
zx%n-*v9*I6|4kewQ%;k9Qj9ted5e2MqWh*y0xNiij!7IQB3zGPNJcy4SF5kaxs`~y
zrBBamS!<lE*i0C)TFwFnp_g^McB|C)OUmA*fr;N~CKWq9zz95sXi>KWaN=eP<`jez
z4ASj(FuNhV8)9}eccmvE(!5D$flpZN@{zp)HhR>an%G;!>Lt*hu68hRcaNx-4QePx
z=t<@eXAD_$JR%j0dkii6QwL<qlf1<A%+MT8on~%W$5nC8w@D;V^~k1&Lls4RNpo`}
z?aAc+-gb&O3ja_>wrQEir`l%8LR?IY#Td3Zy75hQU-VyFm8qFdF7)5N6A;xfm(h;4
zDl;Xg)%WfVk?V~tDIkMB3K8o%2piuj5!rj=Olt^RHbG?-rr1fhUw&647zB>_uk<C;
z0vv5z;w%alny$^vbrpLrHEfIPd2Oz$Sm2DluMSI?d5udsb`C{x%Bada>yG-(4aDO{
z$hJQ&MA2Zh9p7aQc@E_IK*87LHX$|GImj(Exv+s?sGn5HN(k@l>;Hx}DJiG<FCz{^
zIQ|4E2(hg<^AC4=F+*MkC#hB2TxIg*F`NQ<6?(q>0p;Gvl{*v~zTMPx*GEMA@BE(4
z;bjaiT~3Z3G6RckChsGXA{XFay4`$gDo;>>8;nY-?>8m3T;UTTw<FC{&?K(Ng^?(y
zmWE=OR~6YGWo*d@$-Hyma|^F*pQ3v2=+zrZFfkb{+UZd2Vy9l-$L^jcqc^o@60O<V
zqJsmqQ{hv+PsQOS_nsJ;dr?<5@TUlE+Y>Z~3SixUsXbk#{wdP*IMMWSv}?n-Q&{kJ
z-I2TM_vnb_TP5`RyuM)xSp~bJhtx47+2hHM=soRC8ui!tgx0c&k?Sn_Exi>zCfnt9
zEt|-d?;GF3ELcK6mmb_#CBBtdL;hqdbA%~bac}%kW`BO3Ft{xUO7jL5(%xRy>2bOg
zrGiO>Z>eaY8so2Z4vY~gw4P`SwuwfBk}7V<DN5E;cV{!XpjA+~R{kJ>mx3H|5}?G4
ztvAW``=v-Vr4a&l*Q5_Y_B9IV8JqpRamx<`#~90D3x|fDfvrUym!U%2;k~&c>;Tzd
z5%GO#<eQ0~T<6QDj-6(ETX7V^55_2?qaRlW%;k+7qGVD3A6s7m6=l@5JBo^df{K7r
z7SbTyp(r(kbTbIjCDIKdsI+v4Fd*Gs1|i)opo~MqNK4=I&Wzvv{`=oq%f&b|@5z1k
ze)hBXImed%@r$=Koa|u3|Hz2_mLDoi=UUO<$hJ0SgsZ2=&m(V=Z{I}O3H!`LbftLQ
zMaBYm_a%EHO;g-PTe`bGBxm<8H|TpL!+gL2gbE4@S!}0$jtV?BFPE%QcdEobO4W3o
zZZn!9M8wq+UDK*rQYo=n1q=64{5ImR{*x#9{PWGt(GDXWqx!VV)Alxyxj^rwzH_8?
zd9=jIQ08^yY>4g%%Vx^}*Bo`a)%MmpvIpN_rqOdeM9zD%i2i9LZ~p!+O-ck&z5W&g
zA^e3kOEnza+)=eu3)+5vF*(sd#+FC6cQGW|dzg|(jfD;caf%(IV3Ui~?vZydEd1>Z
zma^^Jq*;I0vW}XBV4ouYJY!oMipKp#y>)j84lY(gX$JsPNfsczCXQrgqUP5e!vtKl
zJa$Jy?7n8S0&R4?$8*|fwqewZr?7r0%Vo+kB^=ngTR+`S!ETFTCHN-@SW3{LcSXM!
z9jGQd3=C)<tg*MyHvTCeLT&|X=)IJLDqLSz{6WR;@g)Z+v)kD=)%ptox7>V3FTe(_
zWAR)B^GUOP0p<CModP~Z^ZEfNK32EM=Rue3c12o-jJJ~D>;gjiM-z%|ug{jDlCr5%
zK`Y!;r!8wN^lW4g>S73B+VWVmA)PxQA8f(LYq6?hn<5;xXg!!s+y*R=;fojAOUiDo
z0Nr6N_a<VeoqsFb)ov;0Z8lh_Kyz2<PFsS*VG7YOpZY^UZ^2*-H!Eyhs&9V1N8@F7
zxMkWTt0&oelO~01v~kyUy$}Fbp|!CH&=MfCH?f0ZV6gYX&Rbw-tY!Th?NnrKa0<8k
z&Q|qW!+dKlpT`4Un_G$i*AS%L7<~>^<HnK-nYR0C+WVh8bjnKYjpy4_+PWi;9e&&+
z4x$u2ntErN8dV#WQV!O6^{dq~)K`re5?cM;uMDInNYLt2>Wlk*6;!Z325j}Wb7WKh
zbRXo*$Q~G{#)fH7+WR5Js62=6td|L~q;lUN_FVX?xmjsHdxKn;78LU_j>CxGQ3ke^
zZZY~2{cBG9i}~m)m^cm2rE*iwn?T3T<v5`Hr#U$}S)DK`z~=S}9aqz>mu}Kh7P(Gk
z8@+nP2|yrG_yCXAy-^paQ`%UI?vuhbEH0OKn#Unkz}}>_hj1s8En_~}wY4AEYZ_|X
z#=rJJ2-AAYX9c@J2f}eKZJ$c+)S2~mgS&Tu=t|7)O!9$s!Y*vvVl?}lSdT(O-%$k^
zZweTC^wn#2kRKGBiB(1vR?*s1rnWvWY~Mxg<du6jxH5HXczN;ZyUo~z3A1>4OwRG|
zWf}v<=@Ps5xDm?Q(k583;KT_k7~pepa*N;Eg&$mVsZrWjU}kTy03uwsfRX~uCz6ny
zJtAt8wiSj76=4}UnmGYufT-DuC_}v#)1wU{C!g)&3WYGX9s{OAH{)P#stxq#SqM53
zD?yZRX}w<la2zcH_*o+$AYe9^IhE4;=(wn@oA2Z<mf{Le#32?>qlxl#;GY6$H3Ks8
z_(lJW_J%nZ92o)#7c+zg#fh_FbvkS-`X-l@;qKadur!jP;RR=<@u@fb;wmxj48{FY
z@82)q(t!HyvTYu$76T!|YI$aaqvy(x8hUK)&mwW%l`E;<`65<^*bdF9vMpGRZUxLw
zp6}YupSQHvoTqDe9B+Cq1IN6DQa$+wdHs?Ko}s({8w}Zk)4d!JdxpWzsgzXnUi4QZ
zKGrhNpWvvd9Ikz@JW(`(im-6(r=)Rf{#v~kg8-6Hl<c<jtHfikeZ7^>n|GvfSqoAO
zry%KL?_-35y9<;yUL;rTwv^sB_pTLtDAy%#Mxjt+M&xbL8dFiVq_F)rmIAP}VVtyu
zT8>^0lbp|2lUlsqx|Q-YXs&sr0Qg=UBs~YHK_i`Y-@ilqw!jbcx$=sY5Vmy@7jP%I
z<8IVUAAT?cD7PFq1x2j>D<|DQ*~>=jvyYR2tb#_RDb@h(l5hv>SrY}XT#j0y51KMq
z6e}}P3?p<}4bkE{+RvN%H?{0~dnKCXW(ri^KO%qy?aS5$E?fvs(LU^x<x?#m!>|*J
z9R93cE<|Lr85wlNaZmxGuf}dsr-_7;FC?3d(C5@F7}QTsu?mfXe_WAlFg1oXk(QEg
zI<_|0SDB$J(6UgUhP-h<fPsuw8pxjKf2|>yr|I~>-uevXn!H}?XDvbATb9#K3iY$E
zmyIBaf#m4nPnKMWBE7GcGwit&*)*<rdUTR6Y(tUEbbjkS>bS&e{P6Ew)tanctGM8Q
zFL%^LlkQas2?^kUq=i5|o07vea-n*lJ80!{g!aLRTgrT#n^AP7dFRYz3~MqiB}-~l
zSG*||bs`_RQTOBt<FwnN3bg2gpmBBc$FCD1`}v;W)k$Y0n^BqwSeAysc@X`ZZkq{#
zdY@Bt*x|pgl;i1D^{0LI_@RJ6eC-=w=XRYGs+r>*?>3Fb{XyV#^%+7cNdGqO=Ys`&
z%(WG43p}97cEi!VA-mo`mm$rZ43xHZzD`j*_!gG7iT6R^L1f(_1v<`|Y(_u3|M#>&
z?cl^yyYKkZj=XlRH&(QE%rnq-(oBA*XuuSIyI5j3=)$7QPw&V`Q1mSB#;9(CFq_Br
z<@H~{$OG`U6ah0Ukt{@)qP7b+q486}$<=)g)-Gj+{9FO`#)9ek@%f6@1>(1?Ddaj;
zHi~-ZPK<!RneRF&09fI|urQCm#6~ZkT(|V``Y`WSFyN@(fWj7qMx=l_6@O)8(0An$
zdC&XqrXMl2M4S-8P`}`x-IB<*Zw0icS-MFPT9@E7Z1n+ll(y<EQi%#3Gg{>1j-AJ5
zA6t!=-gCSe<=Qdc)>6{O7Rp>y%Lq6dhtGgitp-z;)q#cZ;-lZ$d{t}vm9!r-=EW!8
zuCV!TRyC7KMw721S0#uEQw*zWT)njJ?CotSJU>nkSQH;#d$9B}?_z6p2wCY49_S8{
z<r65K-1u?E?z-_q>dH(Kok}avV>R9Vm@?F1tS9Fc@9(eqw}-x|0ExL2jX(_7#w2#^
zxPh2F&PeSiBr^C}?&L3)SWg1_=2^?1Kjqas4ZT7Cr8xWUZlC6G4a=))m<ETT;naKI
zH`#)}K`j*rA^{N}t~MPnnLy;m^0d26z0>fFRLNiQrB|@Hk0ugKUs++|b$<)M(89uX
z%O1r%em?AlKw6^@h6GcNE1fZoLv+vDK0dXd-4OEzms<X3ne}CAC+jB&6gC5M@bCs+
zK{Al4Q@{LnpYl}>Z_L}613z#kQu+{G_&4CIypK&j8FT4g7Ns6NMh8;d+OQ{Bpc@w4
ziGJNVT!^-yj!m9~EIkX>(x)+(&#HWm-q~E7{laTMBE2$E!DrI5Wm#<F3^~tw&PReH
z`g^t|``e0gKtEjm<SefSxW$S%pfe4aaIiys<`!#L==yBWka756(8-^Z<|84ew(Jpa
zAuL6=bqZS(Y=7kSUKy(K;EkbMJ2Ezj8gbmAh+;+@nPc7P1v|W<Dd_JX=MZHh9fU)w
zPz2+ppzA)RfeIC>#L@yjG&pG!pGhcEkyA_%u)kmEj;SeG0(1{{$pMnhhX%LILBptT
z1TLz9<@mmn-Q7+1ZvrLO+CjRj&kw&^bvEaFLF)-}I@4s@Xv+BYosNxA+j%FVxYpnP
z*ZTSzt_%j!!NDG3)B^uvCejYA#)rge6`FfkQ3OrmGBsHlD*^PGT)(TghZ|S|BBCc@
zV$xW8ROH1!9>+Av&VdEt^-4}oE{n~dY_i^3>d6z96h3-8y7GxXf1V}Twf2L2w7y4N
zhHXc6I=WXG>yNAzLm;fF`D)B8=~agW(0o5@BMK`$_A*prVKBW%kpA@XEp=J1|J(Og
zKdP2!!r(~Ell|^p^(0TjS=ogLn{z$E)Ix6z_rCzq{@ZC8(-wr-D5;)XLYFvLaXZR<
z_OaKy0P8#YH>nAHwpj`so-ZJ(q8kvAitM_yI93OYo}L0$U;8vd?)!Cjdf>NQVx^`G
z37XzIumiVG-oVnQfUy)O#{u)SB6)?ZLLYS@um(}_y}}&FR(SUzEeOxZjP9&P1};kV
zdbD0BG5GQbkW?p9IN4Cf%SJ_fnWS>8cw+q;kK#L9@A)RI{5*LA`R>g(08P~=kDpXa
z;*}qfwPz+4Ix2eKhk4KHtpB*NJR3DQeZzf64mi|ctk`fWQyh`V<L<U}%`C%ulI9)8
z`(*9!hKAQQE|bt^a+^aXplJbyxQ1^4PqN|uq@ve;UiEy6p&Vsk^~v#+-Krx(9`FNT
zP#)t4h1Whtf#YbU%6mE8?jVf)eQd*u9S1M(t*WU;0k7@6)tpX1sH9!OqfXd_`EFrD
z4%}=agzuQ)c*hnBWA^f||1GIr%oBTWDl$)CxAh@NIaVT;f8)FV`bbquWGyhexBo4y
zi7u^s5R3|V>t1BOahcD9{`eSUD-R0UJ1(F^9aP!K>7CQVvZ&`&Fh>tSQ(>@M58X$$
z#!8HwmpH-ye6IYPCdgo6#|WaE7aroJf8r5g_q$}F-AuOs`SJJf<t_#|%uRIb-*11^
za2bt)9(6+X2;wZePb06ebpkrF<Nr&OF=I5j4vx~1|8fE5J5(gf+CWuXA3qEM!wuv}
zs5_C58BiqvHjgrpjY_5$GdbS8fh^1$u^g1Mj-F$-&f|&k6jhr#+ypDZj4#;`dThb+
z+c$|4qqa3b2O<ZhFjq~0l*9@Cr=<d1MuvunCC&&2)_9eR8c|<4hL5{wRBUrnwNdCv
z5ENZ1aMtCTH_NP)jN!=TnO7aY*!){Wsv*^WvA2FkXWG7U!&KE4Ohy_R4hi;+X7y5p
z0#O3(l#2dJfc_FF+qo0<)+9GXZE|{HQ&KQZ_2Sm=93IT>P{#yQgF<wuxqm&6x=t3O
zj$*@T{)dD_&w|7wAt0g8!ti+B8ki+J41qf!AUQ$;&Iw+9XtqNY{a9pGREjx_*<U$V
zM6n<q^PFk3Y8I0q4jR*U{$B_4#|MoL0;Y007vikmrBk1JZIPa6bJ5))^3g>*)r+Ul
zXbeb*?7Q-Becc><Yt)+pW^Un=1^kM<S^*okAL(&gtx2rl#xBsTW^c`L0NuwaLCD!;
z<%fV~dR)Zg=V}pj?#d2F3#|(G&^$b~<!VJayIkK7xN<8He8)*3RdWpq&R7L6Piqj@
z0FUu^(yI+fSA|-1&O}ve+)C{z6(~>!^o*osC#7!AwjkP7kI6rJqtRyd$|yHwX6~*w
z-zL{mK$8xT1k5$8tDjbMW3D?;1kyeIJRJmt6|I|Awp-QOn?t#*y}}_Q)87S_8f-#_
z;!X2ML_^L<Y<Lle3?=V+gaj*Y1I`ZisTmh}-m3VpIB0lKsrOG_vE&hKf8tS@Y4h}Z
z&zw%5%1;$tN_j&04ja0l4+S_>2owh}K9$y^j9ICdU)|1#oH<bK;rT9h4+t^!KVdNG
zp?cro{y;evBJdsJ6d)>19Ko3MYSF6~L>A30X52QTTA8hj92Ew@VXvQ-G@t)kVz6oW
zIJfTapSSCtGSxJq=~O?k<2H|M=!hlA9q!H?Y22P;4AGb<^aDXR@dGUV4D&QXxA6VG
zlA}7IKcQ~Pf-$P?T$_p(YKbD$&Rtbu?Nf$68~8*jokOOaQ(@cSx*-gfNty^w+Y@DK
z|GM!d=9tTJXN#Z`eL0K!mi|>JFWF}e*V(?)wapGygidP$20FQa0@*kgu7TCrcM}hu
zT5CIFq<%%gcPDwH(`20rSA>ytF<F9Q$z1j$zR8BSqV+6t1|nplTV>%aYJvgNO4<){
zJajVJE`EiEB?c?!eSGTr9^X#giLR&CWm=8()ECvameb4<TAi+N?y!F$!8&fkj!s5&
zq>c&}dL*r>=9IzjP3e~&7>8X4m#4wZ*zvAdks6#fdam6mB3+2+a)s@h$zxXJOS#HO
zB0nT)XwHy7WG6>((Z6#OsstPb7l-=v2eT?TZbYiM65c$gcyG!Wv<j~z3=GsRl`m`z
zcn7@AZu$NDg-YAfZy-Fd26LP-hZU5rm7)pHXqTqPTAj}-M<9=wS-n+Rg(Ig@L=<-8
z);LXjy2dK4HApX(y;@COT~aoGpCN2CJjW~szU2mI8Aq+oMu3kkfh4FV6dm$U8G+&_
zByj!^bH!H%^r;w=`J9TdhjPw>3u!k?tliPi<dDx~_bRo&L<^_K2+yZ&TKFq<wA~u#
z!-#%;2p(U>B`m=9r<43lnvZrd3VNX1u)at5h2BtOZ+fu>eDc``mvWGX0qT{j(sm{q
zvMjJPKS^bf$PAvi;IG0KGRtatWh_R`vi<`{ZEunQ*Q>XN7cXf@*)89=970Z3==I0$
zo>8U}OJNAm1VF#<PU-_6#8s}sbGcjPR#AC_M~XH`qK5TRVAWC@Ci*Qxc9Q9=p6p~t
z+h%BgG6<dBoP71hu=G?+Jqmp%eq~eJDD%VR=AlbDLlY^^fPaJMb_4YzZjTe!Egs(+
zckfC{nYR7?+mmo`KEIFX6iA))S;OJJtqKzYj*8IhrHdjN{#sDLxZ4vXCgl2?SWwfy
z7}TppUV;}0GO>a<!heb+%7i+psh*=fhE%V*nQZ3v&Fr~TFuA33pt-;Hl!?Q~n{wmf
zaK1CIKu6BK$4czOa3+7P4Vz9bN$2)54`o)@)2ydCo~W*!j`U2SCjW1tRJ}toC<fXq
z&q%5gCQfuUgtb?7V)T^^C~Nf}c%%e`;PvZ~^3*z-)%$=!3A@7#q68oMp!rZS#U-FH
zSvbD#r!#pO<?Na>w1-rur_eLpPb~(ViMTUPE1pwckKs|`M-LEG8f%HZuV+aea)*TM
za^(v@wu&8A>mnYFJrA_~#UW5^`CD8+NSMxQF8OOa1TL~mNbK$8ksIW27plnFGMrT^
zeI5%r<NCJlDMw7!gN~5WaKv->Fu~^xwoH&<EnLD07SS8PA~o-<f>_xj!|0gDOJudp
zP(8R64kLK}<+b0eM$<$}Em5s_)j37TZ3b>OZrVPJV~JFZ=WaF*WrY8;{q)!@6vySz
zA>%&dj#%XmC(9fjby2B3&7CpHR#1T%F7p6(?(0{-`R1ZZP0{x!YX7e*4E>H3rz9Sd
zToHI-bGSbmqd4n*Ap?A~#fLMQ=f1u^OV|=qAlT9;I9yvlbaC?hEcn_X6vr=6oWDez
za$TotiS(OqDg3tDr2<v$2aK2>6?3E!kP@Q(SIXgDnbBk=As7epj&mxqkD`IQcj`Hi
zY++wAUl5(}DaRpI3W|dr`7AbH8qVmxK*)BByA9%&9;^>8OKlVgxt7qN*WvX1!-o!m
zck;0LER$2nfB7s}K>*DZ{D!k>M8U3`CaqxIhx%Pf_)tq)E1q7w<nss4`#XZ#lKZ<M
zBuzeB|5^}4-WybhVQf{BVw2UosQ2*(wI0)IHe|5H-Ea!tz<@>6LH~!nB8MZ`!T=K|
z{MVQmmYX36>v1rj;Nvuc|CC6aOzu1*^1nU?72()~|M6>hOmOR5H&%ikp8r=wnW=mj
z*a(gn1sHBz!DF!fP^{3x2#n1b93gBdPLFTRvjC|89Ps>(PAArjt39)HwRFi1F!$MP
zU~;7K{uc<O!`mcLDei%G%~uJt*^q^BHUS~Fn%^tH@Bh}ZDRy;P^v~-d$Ot_1#ae6_
zQ54cB1L9<GV3`*OmJQN^Lqb}!<ad!+c{St0PkzTh$(|rqyTWjG#vqMFOBwst=hVNX
zK6Pw@%Ne)kS&8`;cJCTi+{h;4oFNg+hxz=Fy-gDk8P+L0p8xx0UO%?_ZtXbm-QwcL
zVsYc$jaP^DMl?>+hkvpYQE$bjsHA8cA36$b`9SGObkK-d|08H(#ZIb>rh!)p{>`F$
zPgaM}eFV7BdM(smaWP!S+@`g%X{iZ&Q?C=U^E31a9xXsWydnZbpsWUjtH4jwLhu%1
z%J5sj!K}_qE%17|&G*aG-%$jDSU+J7JY6O`+35+34sX-Fd2K)+Ch~@~l_HY`z+Mwr
zpDT8{|A?_Q9j2m;Xb;qvIL$_aXSkb>G7?1-s!0;IKawYtjp{kuNcHgW@`{0w2j+VX
zc+!U(*Xa}NOv4SBoG=I7<RW>ICzsiP16qe6gV3Rm7p~8rA>uL@i#@jl@YB=t{Oyg|
zHTOUq-kXrdIc>gNp8GFX#;x0--7X8JIDH1*{>y4ID>JmS2F6V#*3QQ!4}kTGHrKiD
zUT6W0dq#eDF_wMHMZ+K)ssyAl;)Ud<3^x633;W>3Jmpv=rKMVn2Hx%=b@N7xNsI0;
zKly)$yRPT4P8wlj_7JWp$4OkD;p-cHlrf=@c%kqO#ihY$XO_QE%;Az@q*7V!UEx4K
zO4u;=u?UH^?F}6TN9x&iCuMw?$Q{<SoOU}HR?ZWWuP8BTY}4+g^qjIV|2-eGdpO*q
zw7RF-^fn4AzV$!SdmXD9Ka)nEhM|1}A$9dAXroWAqQqj7(sTOzhJ5sC5m$@u1Cff-
zO4%Zn#qA!8mTOAeF)x^kvbQ{#ik=F2*@PStC2~Y#?nIZA?5$_e&Lrbx1?QC;T)fq=
zKJz|Yylnmx>5}=bfVQhHGWF>+i9*#`a4od6Med9g@}*Lfc4;Qb$v$!t2b#-qwpQ*D
zuXtbRv#0mq`+Wl7hC*3A!wsrYVz<=;omvMks~_BWU4ySGFqc)2ORb_d)<H!hQvcch
z_zMZjapO?ngsFhjE;nShLzf8~c8<Ce1g_ONugc@l(F45ZJ^Bc8EM6?elTHb^72K0v
zGzB+{S?BS^NR<^mEkL=gZWm-~G`<C^3vAW`2K*ydyvjAF#h<$RJaE@VuF;KumaISt
zA}30fLPpe!?!ld!WbIADib$m`S}axcjT%yQTt!^HY?A-R^S(OPZsXzd=1T<e8X&l^
zK3r_3PZIsbPaEZ0$>*j!P3N;jJsLPcDInD_TJS-TGKT|`RPdLEGKUevu`1}zeB9`m
z=YMG)3RM{X`YM2p%EGj}@U|fT+ZE>K*8hl+IM%=MVN<gl|ERyxF%W{6GP~IeM))Uj
zF1y*ghm!Ly1(UXm1ABID)H?Y2@Wop~O}rAtOD8DShpqg$71Od$+2s6rXV!U?s<`0g
z2J*%{!>W#`zNi!k$L`3^XYk#S+&y_?XIJk=c?{(DU^p?GTi@J0#eRUs--u1rKxciY
z^VO=(M9}~hdNXQ=F}3bxSBqLN-*@#!JI{O%)ILEadDF>G-~qWpb>@;+MQbT4x>7?3
zK~EZ5%Md75S3l>X?lhxqG`=o7X_;K6cX3k#vs>>nb3+~q<qo(YS1WohOr?3mr)g6w
zW5c`9XSJn7S^v@T3k3dWjWL6}>RuSunIex9ypQIjkf6a|xiTYNrFK#!Kka#`P2c0Q
z=HeKxp4<lS5upclh>G1|*#lL#lOB5o;ABcMoJ+e@;L`CPiu%)f=rgA&Gj}O3R$HL9
zLo=KU5GTn25=<bo+M?}671~u!(DgB6^jBu2_4aGF@%dqzvL;82?p5X<f%Px*6{nei
z12t(8g7!>$?D`2g;8GzDFDR)G6UtG(jntM#LXKhkCPl3pQe3toT($tf@5p%$KU2Wq
zK`FcdJfWD*D(CvETC8e7L2dKo?bIe7XKAE%A5!}-a>8qv##tFW+Yl~WvAd#e{~}ex
z9q4)$;7s_4J{Wt<^+q$TDwC)(Gve-8gmQs+Q1K<dPwFmDi~UVNf<qSDsoZN$i)@UK
znWhxporU?>02SPazO^_p5O{^Xwz;oEJlIFxZCT9OvQwzy_v-OSxSUt=+Qh(RaP$bZ
zmCP{R10FrYG*LanckjaA--%XtaOtPZa^@b`qf?8GGvO{PA5h%|+nWKTJ@XKDksh)C
z6J_-i`FDzkIP}8TXNq<ntEW1dj0xDs?H<Lgf&3&Zy#uC4(X*?u=;^AFlGhIbTxwQc
zv@6Q3`k}0D{vJ7i(pQaZ+W*oP9V3^^t*&jDGr-Zen#(%am%o9$$&@Tb5|H2D5B!Hl
zE&$y@%<t|j-=o+FP$$S}hw5}taB9zRI-?d?rML4_z>V(w;6*h2=4rrH0YKtVqVD*<
z-G+UpXd<qd2+ic^$v6|^nM8d(MkY@<Q@Owoj$B1gS~z;=RHhcoSr@ELD4RE~Y_7Nj
z7RybCvW^?T!BL-cU823AyN@-q>g(V;t_3CUKDp}d@jFDyPHAsAz04^`?6~f^RB$|x
z|59nScsS<Zti%uynmh6f>EXV&X<_u0b5&`&1UY_%Z96p2Db(wH=g`uzGR+HCZ!t39
zo*3i;u*EO#$}jmaAcujt?R=}lNMLqq)Yc*T7sZ#j9gF)0Dm0;st!$jGubD$wf>gnO
zMhxT%e#&yC$7rYDT5v1?2?xSd_b9krT3aPiYjtg?4{dB98JPQq1tU~mxkAT7Sy%q7
zSU-*sYy}`@cmvY1;>HC_*9Jp3ABlWrKVr1~^z<)XlX`&CMpv}pVd-&M)p1s62Af;4
z5&T}~-RREiR*Q3g;6fLg9-hwv#Dv!!%f+$7v1)T+$D2gq>Sr|GAl#&KCgH!vf_B|?
zt!KP0HvPU_alQ$!Og;0<&s=+0J>tCvB`}`K`Nrm2;L<9ibU2PC_Ij#{Ij2Gs!$@33
zWHEO3Z-|928Q-AUNCch#Sn+xz0D+#lE|bOwp3#*+Ij;gY%!ekbDi6M1XL;p(t14h3
z8dvOU+qN1(<_)!f|B>x2<GSkKz@4W;=-8)NY#N6Riezo73m;`NP?ep~la%S{mg?yR
zRw2~wXM{WInqSNhiDYq%r@_|`Y{R}@h+W}J(c5P@Fx_)O?sd$s#E8rDE+~VB9-KAm
zAmA7mV_sDeMeHRd6Ah7K>h1#7Mq6BPe{vYR^mDiod!Q|S1x%iT!jx`|h-pxe6Hs0d
zt#DY|MwC@Tmr){<O_7xb1XxM4c;CmG&b6*~C^37&V;toG^uY~9p+%oiw(*DXO3=s3
zPK&ifDc9Jz6;NTn>cv!(8HCQ%Fw&z@7IOdwH$S}{yoR2_ikqTs8}E!X7`ZNSE?j5s
zJ#fiC_<0HBINfCiIhrE{p88P6(($F4pm*<X%qPWFNAzg#O)MKtx%U8;TB<<!<a)^(
z0lT!`xyzb08>kYH+XRdafhEX9YO8fLFVsV9NqJwVJ@_6JnUpv^chu;8dA2EAz3|Yb
z^n}>CBkdTdDT8NP*xlqlzI-6X34&7im_CfcWiU$y3vZinWQW1e?i7)G;1DJ}_f3X#
zoeh3M5sb@}7&s0NJceRzX#)O{>>|J@)mbuynu2W;Mh|aDYETy!@HbY@x;TN24sH^^
z;(*-g*B_PUqC$fE>%lZW0n=$~mjCiA9kD1IZ4u9i^+j+*!_4MvFI$n|^molF<}O47
z_^+piDz)tkBDY7lbO$At7(FA>EA^u7fP$VGs2>hxrDdLJnpoc|GVYvfYYo|Lfl`Q;
zloymB12w;^uVm-munx@XCNHO?DQPI{!S0ZCtQsgYKX%BS78DJ`CN!nJ1uPb+LgSW?
zkKCeb0mnHVU^<>V44*m`KLEIvt$?o_<Qhb^QI*kQ^VAux<1qMi$wrzSq;hOj_?JEg
z{@e94Rrt``u_X;|uCwPd&9QKHTwD%V3y|h<nzf=wW7$roqILlRZ<}ii2m!D)4V=oD
zUr3?JIPLy)copa%?iA<X9tJ9RyMINL=qoRJmI~jG^whTmZJqc6VHN_pcgQ;K!8=(q
z+p@*ROu*_?oY68HDK*|?O?@)>M(Laidw?d$N$vw`b}P+oN-u%h=;844+Q16MQM$UB
zWLnm?g}?p;$B3oH*%$i)!Ya(%_nt|xTWYu<`vokAe+@4C8G}f;6=`64_pQ}AWlO}P
zq%{p@?m=ST1Pe@L#k5dE(P>zpIq-eKKu5AqVO*z?Q5&Hgnin&S;UvFxWf?IPQ$;W3
zOjr+?06)@sPfIYzeM_P${;LwX$lq!}A&qQEH<UXlXIQX?y;!{esmNpR-1l45$<!zm
zNPvG7#>}F5^b;kV9u2nWtT@XRpe)W>up|#1fu9fM!RgUT%mz#z7jd5L)~Ah!aHLO=
zIFW1gTP>!ux@Qdcb$I)f8Gqg-8Km5&BZ<6Ru6nV0%l&qicJ<TS=d|xp2DCf9zZ!E&
z`wpcXBXO?k#X>n_ofHniJnd>EEdd9XrUH}(0Ra44X~NF|AF<JK-Q?=Kn^vbe8q#S`
zb6f@IC0u*g?oAYqV5CBwqwWhiW9atnHrU%k^6nHYO$Y05JDmDOwvcZXOTiE?c5)le
z&`<W2`KTcE8*6mbv>4oXU<I5Cu)quaD3MP91v>76eL9k{6r~q4w!Q7t@~#K7aWoVF
zWQYGEZcQogx?GXN`}PcV`Z)cyYbxv{gDVuUkeig0At%!>L5ybMk^kAeNnYoIhaqY5
zZXguj9qI^ttJQx|bQ-{afTZtJFz!MC3JA{_b@;KxDBdla{X0SM8aPVio%Gv901i--
z1TzxXYKrFYfx8)HT2l3B{4>}D4RqAS*ir!?aBC8Smp%tS?#D2(W`rL#y8>O<;JL|w
zxfYo`NIyk5DG}2hCZE`fQfgzD(Yq*;1+*!sZR3pk29@bv=9(J+&g{`KOM8GGAm7FS
z*HaGme29nTl3VmM21pKFs#qW$oWap;^(M8ATkz~SxAYjV71BuhKHy6neR7as=`Fp4
zHiE2fmxgsBUCg=O0punw2JS~QY$X-zmQI#zSgVmD4i|F@WYl2%iFHDz@MnjRT<wfG
z&ceDSeY99Y#piyl>)shX!*heB$W5bftp|88{|?Kggv;T$xCzUhl|^t0U!4jzUQzxX
zmv;`kJL^-(G5nelt*6W6n3%(>FKP;O$RNmpT!P}BK4dt(8j)A7t5jhf&3!G6QKX2c
z^=AT<ga)bNzPmUcDdM_hx(=1wLjB+27!U;o-@vrRaZL9G*Shu>JVLEMZ-EI9`HvDl
zjeD?G(#bWmK0SJaE_#Cv8RZ=OrPRvG%WBL8k>oK@irvx!Q^9R-aR{+`NJpufb3?m*
zP(<=}Kz$5bGOgHQKL~<h>-&s#i^O}eBA*UMDzx<+*7g0jC#Y82+%*%DtFUzH*4DYU
zthzS*c=+H(OSd2#o?dLxR5VcO)@B@LYZCm08|;=@aWk;Rx&CAnIM*M`y7|CUKFg+{
zSW=&4fGbU8apQ3s%P)v)e5X`koGF^N19amj^T7Z^5R4=uwk(AhmWHmT704mH4JDCT
z9iuC;jMTqg!frwh2NnUxJ;mL{ksIGBC_#P~Zzzs7`_HE?-%D|flsGMpk@5*HDd``>
z#dbs#u`>YUjG<D0*PR%I8>cKBF9PF)0w36|7f@s5KH$hVXe2#>Zv*}uw{^we14(aG
z5;>R5!e`PPp70&<@q4yPV|Ua-Ju$dgJI{9+ya^wBN-iRhvXyBBvKV)58qwq>uA7xE
zO9E}#Y;>{f)WpqFjen9|hBszH%_SOQ<`!8Y25IRU4L8W>0em9ZXJhvgn-bvj0Lzno
zKGCeS@&Xi-7)UF$2AgU;4kP*6X1r#R9Gn9}s~U4G3DnM0Tr@@Q?I@Ml$8TA51ObzT
zHTORHBSKA{kZ`(9r#7s%x^zBOT+0y$yTt;_6oXR_J>VX@ZHda@A&BG)xV)Q%CHdlB
zPw!tQ1yA*r9UobW1=RqawVj?F?8{S`u32I%nX6@Q!6vEtUjc)D_WyE*jJScHSo76$
zM~P@mk&-to?t-0a<zIhjmAIjA+O_kXMAVWB8Y~X<k5yx#C#XdQOwpnD&YF;1?$S%t
zU!gjoNoS|nD?+4?65hRT;9D_}>i@(M_`ZaWjL7iJnUyp%mXb3@&C`@lEMq*H;-tk&
zWac^sm7{w{Uu@eS%Gu8MbnR{mi;g#-e>j^u*+d<@x&kVJHBYft)fa%=XiZmFr$MEU
zrI>e(OpG1F%a>xnl{5Uy6Ub+j%of<Q^uVu`(y-|+Fxad`|LhF7{54yG_@<elteo5-
z>Q2JuN~|_Q=K0;|aVy@MsVtSx9V51%`VnmI>NNsdwR01(+Z}m9@>0;i!(7@qsiD6x
zSY}~mrIUQ>dM!=;3DKaE=GV_||8fBgTT`NQ5{rZ-HKqg=PipqKLBWF`Na$^}InK|H
z&o?Pq%SUo@T6OePE?0Aa%gk{l8-Nr4pce_>?vI0XFXvVoCf05~YPu|^l}W9Pohc<^
z(Iapk=DUpgdMh5@3UJC>(9(2)G=bB?U74l+Z|Ono!hJ9ALM8a{$>NS|xy|NvRG~cM
zp;8#BI5F%HRSh!qr?&S#4r^}=x(zCk&>J@dg7faI1<$dp<a6zYPo<>Ohy)H*Sf(%X
zLj}RuqYSZs#k*>zY~)h}6}e1;IjHFhP2{NxEHN%BmqS>yGHzc<>bX|HHuC~1X3MTF
zub{i2toKK!10-}XA7ZU65O{^&4Q-C0PKNKiB~sNYG8|Nz%^muX-IVNIT-dnkIJLKn
z0v9I*Z#%{0{&>k~(i+UiZ9gX@$#wf3Q6gK@ih!QixP4aSXW}{$mFVcIxKL<qe}?@#
zDTt%uxkQM5a@7-5?^K&Z)SEHqCkO#|(&ceJGH}%hg}op=m_4=J@F}u?`QDjTo52et
zPvG#x#q&_Rh|=-WVYoEGxXJA~QBpc?m6dV7>&86Ir}>#<g{Bw{AXF4f-8gy*cAw|p
z_?qaud%k!2Q4)0S@`{O|>|<k-7YjQwMh?RTMLF>|FDOeYDHU2+-1;YnS3mx%>0?%w
zl0D77T<ppAvq7ccg?^+odGMsp;F?z(ZrEV3cgm0^0)Ic4b4~YUzL)xL(+jSnjJvl(
z`>9JVar)4#21vsP2kmp%-}$IYV6%r|uqUg7y<X8%DLEoL3*d?+yHS09Sx9z9Z1TZT
z)f|0bdU@4{fc#*KzbpRlF=S4T8kcGJXvHX%xnLmOi%BlW$>#pr**T4&k!c&jD<6Ne
zFe|z4Js9LL>_I2c#ahNJQcRX;Kj;-cZVY{q|7^#(UaE0APyFC8gu2_^regOjRKeqD
zWBj=i(l$`(E#x$xUcaUqRAR}n)yiq5sR*+1{6ipL`xBfNN8&#XNm9|s_p1tnN`|eV
zmbXUW6hG1Uo*N4l?;q&g_ou)tJ6c^T@0}UTLTEtcKlG2s%V=|qN0YkcsP)JvB|mwo
zk|dSTA6khPx3<?z#lZA2@Fyb~IaG+aJmVtYDPKflgT;SB{tdFUj!s>cytm$95v8?Y
zpmF!#<q!Mw*Hg{A-D1HghYxCf9G1}yT-4;u&fxA>3SHlAN|`^SQ%c|Gg;`BG@IzmA
z(!W1?o<6ZD*thkvgKqIx*?c(HvHmylgU3hXj~l#LW-<(b2MSaK2@W5?U{`BSe8U`<
z#y%|lr~#J~c6L;nF74#CEd(Ya`hVysYE+60I^2JgV@mvXq+rrYP;yMLgJ9bD5~361
z5^Hj}x>+Ui1M`j1_b=1dn+TqvRK}Qbj|PSH-&!Q=^;x^4>1+k03(GG#pKfSN?L)~q
zFxVI9+F<B)elk~Wcz?DtTF`Mt8q7qIbMLjI^`Qpt?ZPT>L)#fnF0P@GIbP~}EYwKf
zXF&w-87Q8(T}B{NToCuB=UoHKfBxE|aVACFz1mTcu_y4&_2e$~b*SLe&;Kd0$|gmx
zr+iZ{>lZ0xP=AijEp6IrEVnqvEHr<68z1UNI<FP+PRjQ);)5U3`dV9V3kl}60>8lC
z5hRo(#Q)TeW{QVJ`js(nAE03dl_ENZ$*DftKM*ZQCfw-@^#u0}`8^yf;~E|s%1ui8
zy_do54Zre~xv%SiI;(}ITAMpc>zs@~()X_362rK+4b;F9d<qTh_KO=g9Nm7kJl#j_
z9mI!5IB;@ta=Q=MCAdslT9{dJP!m31SY=V#OOVepdUAgP?ReMNa3t(SqIt9ZUPkC+
z=~8lu*A0Z}jZ(g$@XB2%#OR~dzBvlAeW15?k=c#lo`O&%$$)N$sLY`X72gL*&fyPw
z+~iNHcg_GwziX<MqaLeaDSpD1mGOinX<YD-)f;7La=n*RDzkI0Ik3q%<7+qB(#iv0
z{cJODFT~Ra-bIcd3u)V3rv>i1hUNdMgO=BAS0!v}5e#<6b$J!}Dkj=2J6%LhO2*<K
zbRo}wrl8+jU-y%}!jCBjsyAs>WlzxPb^(=O_Gy1V@dJr*nl)G7)(cUrQFdRuX?l2G
zH`shIInM*n1VVfBYmL|Kl6{f)Pq9Zl8DPWtU~W|P^dgU4PoxrFq8SF2l)tu^g3HQJ
z4)PlHDn}eh-+W$V>0cscg2)Sip4j5>%H<5t(LNu~dhWOA$ZxcC&9A#n23Ix0`UNz^
z3J6V;KC&UtX5G8vGu@+%J(=+o1-Y3Foe4NG4?wY}hcdWBrp_+}v1{ZO6zCnSO!YcM
zMa?pF4YOVk9X94`{CM)?RRSkhT;FIeRj6)_Zb+8VZP>+|@2_?*cez6wjXs~jtL)E3
zb91~?4xN(;2Y<$|CSw>HED|w#!(8_SdB^yv4?L}j9pnekZ7+W;3#H9zcWy*dvWrbP
zBozxdrIvQ@7WxlL2(}$m8=xFkb}K}pEKeW1^m@z|RsXULhzdpdg$$O=j5>AP6`u`B
z{Ttk>=wVW~TG+znL4%<X6<Dwf{S|p+v+EezgaSPy(ZNf(52C8uON0E-&ie-0+#Aor
zqQ`+v5wdAUej(R8M%A6ReEqh&2P)iVhix5N<F00*-gF^q=$^^6)E!>y;7|9s{N$^~
zofd=)U7y{T)(dD$*n6J&7!}8*k~*s+(PxiZMny5!)5x2Mw!MQ}U?kRC>g&NDFeKT?
z&JjRZ$x?d`J<AY?NFTda@P3{)e=qeY)7I-RklSjRoon#XLjMU(B}>6`5oe6aZ+kv_
z37THaiyut`q19Cz`FKIaQAJuKLD?q}#xZeMcoXHz=&7?8cY8FRIwmjj+g<H^9Q^)u
zNLjur8l8B}O<q%l#l+=#48>=`kE|7M+}Y?ryL_6lA%4)V;$-jcy(jc3#X+@Bta9JC
z1!H73rpeZ7+Ew4ItE+}*Xn9i>z)k8irEG3yTe)W~N}sABQ<$+4$kZfN^9UI)>HaOp
z)sRf5t*2k`;a*ZJ=jRFCLM@%99hQ22s_T_&8RrQy$wy~z>cpylJP&}0!8s%jcNK?h
z@FbT1{FchID`rZ+lF(@4w9YpfRJ58h<G!X?St@rjoy>h4CBlQIwOyQJ1}B8m-$s;G
zJmK^Ua;|xxIo`T?>pe>+KR6(GKXIcPK{zsJ8$ga(ot`<El+rr)kojs^rAsKrRip#T
zUVV?HjldfN%25R`H86aviQOiG9Zp}h$Z}Ach_XJ-@v8^Ks<8v7MfNvF0U8Om{IykZ
z@+LQf3YGWdI&niXQXAlrKldV(;Zg#v_785t7Sq9Z0+Eo4pY_ArwXvn~`Nom8x^49)
zuVi_taRmndxR<hA>Q3ky!lfg2uaU2GU2?OG5%Fe*NGY75`8`p5&bzGnz8ev&<ik5H
zLpgnra0%0ShSxI@nYp=cB6~v`wF_Sfpb~SV^d5sdj~qrT=oeZKW(E_s*#_-qJKST)
zBU@s{OG`P2CMIm4OMt-ZyhO|*_6_Xwtt?$WMU`x-jIOS+L+V?IPBK?A9pNB0-_X@D
z8Z#EmdVQN*>tlKSLOo}F`}$+IZ=DJ5%lv5cguK*5K#_5fa3@Q8j81*qx^w8ROUk@f
z$rFO*%?hgz^DJ!XJxkZDsJv0GDQznpJ{2xKOS6{mGhUi{tf$bm+RK@Q0TF)3ju&BZ
zOk<s{ULC2$-<}3TL7Ozrz+F-Awg7Fjbw^#!nCHR}id+(-{upFh|4CppEV|o-i`tyh
zw*#a-?@iEHxIT#3G-MQ_hs(<sbhQ5p8&ZA>718)I^zt@E$3q_h@XP6g$Bcz<xb#06
zody~kzx5F&o{(2$JEFJC*4O-ADlYUi?atVEjuA1{$Hm<)0Q*+~68_}T4bT>Lz{KA%
z;C1R;Vbi+2eD&-@H0Oc8afpap^~UCk+ZMV=UP{KYr&Jl=ulrZ=Z!$}Y8np{r1ISjJ
z5Z(avH^14uGC+?g>LWxPgA?>8mVlXa6~Hfoh_m=N1F8TYLpAB~ZEJ$3PA7I}2^9+H
z?}{GhcxmYw3o2;85`>r6)=xn9XMq>V-MOdONxm&VwH~(XI9+q_{nz)9NggVshV^Dc
zo?F%oN_f{bb>6dZ-V4J)unKn?-;tZ*LO(e&@7PSR|E3u&xFILC(Oz;uie1o&+2RM^
z#$%;{q<4`<-UW;J75{_p=!A-Hr?*CrKieNtQ(7g39yM0Fhh1kN@cC;`l*$6u^`!MC
zshKxFgtbV#aT@lv!YxW|IVsrT{(4)8cBPeHVeKo`ABDg494?f1$G*JCO+7<65zAB?
zMYa&o89G2Wh!|?J6_f|f8~jlDOV4X@Y%XtMprqT~`_sX-?qA=dJBQ7FPrRe<eJocD
z6!mI)C{WbYharTwIqEyvsV6;d=m}Q3Vu&4~ypd~uxajk3g;$#^S@&R~cu#7ymx6k9
zIaB*)i)_G^g)Fg<Nga*p!`wxN$%k5+V2|-FQg!gO@^##Nyt{4^=&L5O^~Y3jZXtcC
zf9koQ?Dw*Emp}(Zu7FGL@r0w9;?(h<w^<ohH_Y!m=yQ#-B7v*N`_nzUg6I@H^{z?!
z5{GY3#tTT{(cm)5#FGFV%wMRgNaXQ8ekH=YyL+K7YkosIJx0AgR`sGIBl6iUGH|nP
z4QcM&l#z`<WDbUow>VHW>0ZjVt;&yRDut(wo8&*dE+5NwHuuvf74S#W{<f=2jBft3
z@25zp5pWjQwM~sT&mTZ`hYKga;z`^*l?kCRtN95_#PIf@RHsQ9-AY1A3u*61*|Y&!
zhO)Ly_d8kNqJpFrXBXLX-D4k9*PD6|+IeiKnOtzxVK}&!lb`<tZJEp1a+@W^n4(w9
zkf9ScGOsOclz2CIcbA$0%HPxcH*S$hy2p{1MmD|%1#x@0u!CE(S{$N$9y69bd$&i6
zm+5&0H|-Yxnp+&@v5V4IWda@t-`{3q?qAxFzg3bq=s<d30P~8dh2nGV>l@m*(lr8b
zYAie#037vFa}_@t&lR|yTRU`?;{MErbm%}{<=(9i?Eun$xtWdCi|l!Ma&0o^3Z^+7
zoq6Eaw1|&~Kpg;6@DzuUX5Yjc8qld^H)Ju6(iG(9Hy<g9r$q$ixy|vOI9OeBN}1pL
zumU&Ua~-dBUV5MKa#>hSbu>QodZjqm7fs_B3Yn$VADjT--xhIUkN#~r7Yjar2nUPP
zN9*tcD^ydnjFCjp;(4F@i+*Rta;o_?>ejSl`j%^RO>Hz@UO*OK>u_aB{jCFRPWS$#
z*^%qgCAWpvl2@d238DAR;W;fO2T`k)uCg)cNVgr9k%@{#&<i49RDZwfp0Lp&?A6jc
z4b~(T0_B<tDPG4Kvfi;Q3RK>29LYQKucP;cga#eXhy(H<!E@f-ZMH;=qQ>hJniPY2
zo!lnJalDP0k{LXH^@go}?d;J()?k#i;$g#g4PQFV96BwN!1j)gXO@=Wrk!`sq^`D<
z^<7&S6Q6lo%ihP49%Tx<A5(N1UaWkH3sRSwfE0&7q&QWzZU|HPccRPEwtQ2EF>EKx
z=^dRFfEqY+tJ28%$o$82?MiDb+Nn;y4f;KBD_`R*X!E0|PYVDL0f)PruT9#Hnr+TW
zQhW4;f(sdZ{B~E0BzA74S(-GN3(9u1_p~dksN{img%_bi^IvOW{nFc&c)_OvS5oKL
z&wC7VgtuzzOhSN|+j^-46qE)Q)>DFghk;dMZ@@~)+5r^bZJP-0c_7W#7A~;>8K)o@
zP#v$#uJBsrtHt(okrLRi)gBNeJI<vrF}8yntOAn7oY;qlco+L)n|P_|jQKld%WISH
zKtMef?}lf71ok_6n~4{6Xek!KRPM5FTYFe4Aur|oRIbJ)>cP};K#Hr;2L%x~@<F=@
zeOn-}j4hc&7-W>7iRF4#b41e-IQz|Ijo1`YZ?M}=|J6V9zda&AC~m!~o2qr{5bjQJ
z1qa_2lYn)WSjev(JF}I$q7^T={^xntJvyH3vL`bvOyCv<j-Ri(H?%bE_#gb8qFE6}
z97s$-2T#G?vEp21AO5lG5_P@WVvlRrY}Yan7DJyNEe%J;2Nna+lr>pIli@6OAXDU7
zJmip+IWnpBRgQ!4H79hw7c3KxR7nV<qaBxiAU``0WyWt)T5L@$&n(xAtr!VjWMR7Z
zEo*#~Dw}+sy<aHx&`eNafQhYVaIX6@@FIM_CU?{Im5|y&rQNo}pL#l*mY%NVTH^%f
z(&T|+eD=*jNubB#Lr-7o?E2o<prSb7KiZI%pD#yUssZkuf}yYw^a`?k_NCm|T$1?w
zS*D?42PhH&YbM8AT;<R8qcLVbKNsHOFV0(JkUp&yf3w!K<NZFWqL*nhCFe+Thll#Y
z!;Z4JSv}QtHQo0nKp8?Mz)J97lElc`dbOjg1CrHdw8fCb$+2AQ5t?LBDf~(4YP_34
zD`PFDy>|;eJDi2OpUkFrQB6t76tH%|kFhp9P70@q46RnRW8JnL;zE77IXzpK_YX4f
z8CR*aK6ZIkTIO(49_e`Sjdm%K){BdpJ_i6^CWH#05NCroutR<y&pwhEF>9#hD5ffa
zQIz-CSS;%3X&<nu+vcS{E5pP-S_r_@a5r&d5ynf`77Y1<p8CgOG$iy<V6f~cg`UL+
ze1s@?*nLSnXbiVdFUVD&5d}Br+`i1sTVXL`y}7+`uZa(o$R@_FLo6qzg*rLTFRa@-
ze|fT`Zc#dB-XR81zC7Ro*(+^tRs%WGN!1?<gyBr`XJH&ff?BF>-h3Y1fG17BW!jhl
zXA_j(+ZzYe=2`xW_B`_eCHtt~^A6o--<pr!5s{ZFEeAYRH=zE&TKAPUb-18zfhRs5
z;)}lBs$Q6Hm_^Y%<qRLOI10E$?KB4N$qs)^<zM5r5TN3?>4#bDYyozlq&!6=2;9$V
z@(<|2@aw#FX*n^zhQMxkWTeo15HY&7ED7`#scLv?!CM=CwUfAm645<3<RX7ebaZt3
z$OsTdXtZGB_yS<koV!yeA6k=nm6HY0(4*0@mZMFDw0VRn`??s<<1#$S3%iOZKsm~R
zAro|D0yj%ATA@3bJojeQZn<{=hA4a%%>35pV3n=Ec{2+Y#4!n>Mlw4qay)!h;A#wP
zwTF0)ouk}p-0d>e*f3aW#g^Iixyz=2GA1y;3q<%JD><`D^jImZVWR@H8^yxhpTGmA
z99sa)3+H0^P-q{cBro3@16O!uexgs&{X{@aaobeuJy;X>;&0we5HSz-($>nUqdfu_
z(8D2R$%9`)EJ1js-4`Zi)A#dBlp%>bCEv(WODx&q;X0ssUUP#B!ML|0zM*4u1~INu
zHdT`j_u+u(QFC>z0Jm&Gug}DIsgTIi(8vqc5+)&3DNM{ZAEnL<CIZ*;N*l$dR5YF2
zTFmdXbyKrmUClyKXsD~_52Jxfh6?aeGmggwDPTF74O8;wr#N=!bi_V^m2iu*x^9ud
zr$^W(Q}D+8@(-Ebh3Opn+=pUq4)={JyGXCkD0hvO+#8;dJ#}Hy!p27Bsc|xP9Y&Du
z?_#XL@$cXzf!DXe+&mRbe51g%QkJu}j$HHpX(Y1u7aS4{)1kKSGuU3y&a^M|(mwfn
zaDiz#C53nnF1rCH*i*O2u8TuxG0w;-aG59E<A+U^0`+eAS{=p#jb6uqkTf{Uniy|3
zgIRPMANj?%6L9bXbLFtzd@m|F*<A2qamZB(_r;zj+9KeIf3l4&;GrgzW(JPGcjHgk
z)XC>I&<gPKLE_jcABsJ%cJ0fPId8!VyOZi&@)-QoeRX`)f%G%I>8@dSgJY77yP2;(
zqPWX}>UIH@s70~pfrmdtol9ZGs}s+hbCmu*aJ<C{pb`ls@VIKxBhK9Di3~ZZQ>U4_
zdiy2#QgZiFk2Afy<eRjZ1)bTR85<{qI#ptIJ;K)-O?`25Y@mf-W0F9jD5qi-%F`dB
z2YN?)uL)G2g#)WVqN;8Z0EIce9$En;w3%yb#!Jok9Pp6QMdKjSF)(!MV0Uy^EMLXZ
zu>rcP831dUf2IDgX@{(V@BNXnq1?bg!J}e_2K9o%kq=Tt9Ml)ice-Y;<ZLR8tC%W!
z$YO&Fkt8C(%}ji1xivn|3@(^TsQo?bxAikg5x+Lz9r&=5vTx_`r-1<oMEovn+@}-S
z>(bcoY$3F4E$`1l!LE*5#!drxD6`+W&Axb8;=cIqh;XT<s&P<>kVy5pmqoWnIjYaR
zqpM35ZlA|ncT25i&1CRHc)-qdUaCn?0z{4(o0=wsVg)${7*eQXBn0qAMBa0uZJ-!r
z)|PEM)DWZjb(kaZx;3Y=iOH#~d#A20PS-pO>k-z&c<e_O#vcW+CG5OrOWJ?EsLA0x
zj(nS2o2zgm+VNJ2W&9$)v{81F@Z;X5Kj6k2?7#`&2ku-9i&l1Wz&0>oGWme$Qybon
z$b9`;SI>U?L&tXm0k-?>?&?`t`ogkBjZLZmKkhH&-Ec!?7-t!^45jwWAVl2A;1N61
zb*bYIr7h`G%k%WT(BK|1sFKgG@au-iqgRgO-GK8<fts;#!~XU%xM)sHiX7n(z9=m|
zloD4ZePg(ybdpQ0CP!amYCl1@0<eiKa!yWJJx52=9o_8%N>bob1wwNcdU|+++YL*g
zDF>CXRVbI@?qcv!eWs>XG%#>j9o*pM8S+5hO~%@q1sT~v=DC}gkf6<NB~3i#I!_3!
zaP;w!kmb^lk%Z{+_Gr^+q#|3e(Onn8%rF&8y>0Ch^Rkirsmw=GKXNn9tr`fbca>Mv
z4FjPf#GFWj8%I?J?ZO{;OzrkiRMpXV&o(7EY<~z)hE|Nv_CIZEW*dfhZv5qS>efox
zOtZCz<{SA4odmuxH2dAF3XF5(rcEQ4*gYuQxc@LqSaf&vU4koPw!Qa^MeC$lFbC6X
zb-N?1Tr<2;Sm!?fJ>Hv@1ytT|hZq16UbH<CmnK||NSKt*hAEGP-<hhg+B=6IbWZ%B
zM}e8md;ZN08+97^VQ1tt(pkg;Feo%`EO@r+$>Lk&GLKa@4RrB@4|i4DnrHdTUl#wX
zC^o&KFMf64S~eJLAgS9V5(H<|@^bN-0*<#sN)}dDO8O~NSbBn*&&0H0g9*-n9hxUN
zm@^R5$pdE_Wf|nCG^&tGaXs{;?x09HIa8;=KTnsTy00aywe4A|o#o=4b$2TE{D<TE
zU%`|;jn7&uCNPRjf!mfIpO25W*Xf&D9ps>HNUP%`o#LE2bv?+nDe5evH{JhF4C{Vk
z(RzK=9&_^<A$GF-!@6*}{6oQnp6Ktrs+k87$-77Q$;4E0>v<O$xVR*eg~-hSc5uX~
zzYxS)6p9x7iu9-T{_*LNUu{C@)oaI<O+5aaKjR69M!uSM1dFE<h~E25W+X{GSnmqQ
zD-aZZ9!O)@XVSoP@u63rwQZ1769);={6089^xD5>6}e{CwCmJ+^kw6m5PO8>n@H9O
zy3p6u^NN|o>wd-;&<z)MHuvjns*6gTD_{1M-4#{&WeWdo%B1{D|K33FWA6CV4I_=m
zqZ(N+3n>>d<weU+?Pt#K(nNpH_npp=#=I|i`TYyQ_Vhs~idPgGultwq@ScI?#LllZ
zn8rjfK#`hwvK~&}7;|;q>odj{kwz!@b#K}oQJng%&VxjD<e7Jtrpe~E;GQ5oRZ5$C
zD5cp=3Iwsa=TZG}Ow@%ax`>%X=~At$sf?ChS%!2;mQVJ*+H@E?pZG`6C(M{5+MI%K
z_VD-DhraK*#UhbbGOHF0@<ElIoMJ326IC_iuE$zJEfeR&2jky;4cO)Z!S&~Ytxm#l
z;`HJPf_d@z7Nf-|mz2@<mo=zVX_|U>GEKv1X0p3Ap=y`dzx;_0G<K&S1<nFY=E)<~
zwOi}L?0xf0O8!ye{uO3z+ezKcqr1Q6f*!y>q5L<6$lAA2u2$7r_dFHvHt6$T5poEh
zKKa>J9RiWAuy!9@aP#&>2&tS&6{a0%LHQ;&5qhudUc4JmSF8CmD0+sH*>w4{X-7i-
zvv=#xtE%LAsr@tj(@#H}O~X|%Zx?6$zFncr)UoxHGLpntabsPpIQ$y;Xix_3cm2~j
z^NOVZ;#Qh~mgy-OLUk|O{G{&dU=T}Q-D!0nPg1?!naVK~ANbK#QT~W6?)Y$L<yYT?
zBU=U(_kw-q#?RyV;UVtaPYmGN*tD;DZuIJM!sjbzznNm>-v1xE-U6zsEovJEMMXkT
zN{~{dkuDFZ2uMpeDBTDgy16RS-6h>1EsY``38g!gJal(_Yjf~@zwaO8cMPw0+>3j!
zwf0<dJ@c8*oXbUnYSr=M0S=zp1FoS%*#y(7=fTaxjKrn-hz%`7_uN^ddD$t&7CEzC
zv-{S4zUYJR1E%IbXKb{pJ^qWZgq(yA(N*&Dg_+|K-P06s!Sg$ofm?aLu|-QG>z3Xu
zadjV~n`v#JoEi8=rOK71L8X1-pEL;?yqz{IZ+74>cRw&oe!Kr3mNU4Oz`2vKy_e`}
zx?ROK(XB$Ae%_SCpdhuycC&5SG<Y}lUZLf8hh)fRoi?8dSbX&tG2i@TbG!Bu9chI8
z0vDOe`J<s(S)OK@@+{_*f%rl^Smc7^*U@kSxX?0uiy(C<Su+=4W47*w>X(slkd3)7
zAE`0R<_(qAa8c0YOu1R+gEahd*Yw)m;T6H1u3<8f^Rh2`G(;Na3mD8VYldl(Z*|Qg
zL~=}1k6@wZN@8_qchKAEqEGb1#DdQ4M=RVm&$;e}Gwfx}dMkkT!|@AUQfne&FNZHE
z!GgV1M-`o+-DT3RkTN!I13opfsJ;sqttGiZuzq<tv28jC%8Z4VT*b7HR8&=Sg$_VS
ze3P1ySLPiC(-6BMW}nm}5$qgc=k{Y)g`o*LT+#{MPVb4I_oSgO-*@kdoqQ!H7ey{!
zn`1b0vBl1PJnS=!pW1hH@GwH8K7aVB=Jd4DFY7+xlimKsv{ICRrhWolIR}2d$OBRc
zaR>nTykFxjuW353n?O;@?0#3q|2#=Igo&vGL=kVc_1tKBimv;H;_}KPy!6KtkZ7M-
z*YCdM(XAuQ%P4nRIe?hA(T##s<c{FRY(p3x>gUdMFZ0s|SNZ-Ic~#kRP9S-7AM?Lb
z|6k{nqPL*@A4sOPxP6hNRvlf_w6L&H9j1(W&YF(_`#t>heE*if<(B+=bpoPc65ti1
zW7Ofj4f7eqp%{af1%KG`l@oNtyuO?e@Bz=|<g9aOr~}xqWB7=IC#M3TNRDwQ4O`oH
zgAXJo0hd2~?Fwzb8yg#!lN2R)Wbysm_+-Mt^(XG*Ff-wUCYR9pr*{r8ACI;8>hAS*
z1{n&MWbPIe>$?-{=?rq!Kshb&(w4_pflE4+7Q_5VqhG;$nAHAt*r|I%=wOGM{By}$
z;e+(#l?`EhGpYm3@2#QN>mUl~5o~xGhiz)SvH74TtQ?{Od|q5-<37H!0Y@l?hA6*G
zDx7@9k{1iDomowW$}UW_!N}CKptcso))Gn<NCt$<@5j(6(6+8z%cFs@J`>nA9PIgL
zE=82F*FWc&iOf#WgfrMUA1)py(bDxALO(8=g*uwh@X;xau47hak-g?gNZ{?i3;j>(
zKmQPwQB0Dhx|m_mw!NkVqvoMj<o6xl>c#8pq6jA|Jnq;7mnlP~JoF;^WcL@JPDDT3
zd4w!_damF7Sk)Klakf3{IQ~R??rD%rUPaxZ*7?t2*C|wX2ztpqUsTliB2T;Kk@du@
zLSav7pn|x6O~`D2YH?%a6_wfvEcDi-Pt|+3FwA|;JM$I4g{}q6y`Afrx4_hp*qS2w
zU6xKMMhYP$(MSJd*G1}OUMJQSml*dM(Np`uo)H679_%sUzkSoK*QRx;+j;Cek<2nU
z#CsJ^-@f8XA62&ANvQ(5CDc>q=f;58!Q|>GD*t$qqMLVC3*6T=!HvVu0T~<F%JGbK
zxX8L%fSll3>g>h{DqTJ4o-9g=_W0%jX4dt3&(7%xc(fi!rl{}9rj7r%wlOmG)d7_^
zL8I2Yf(!4q?biT~0z2>FrpE}yDmwiC&UV-VgQnm<yJ)W9mo9|}Jk{>qdZ7{5rhWgq
z|7WjIV~sx5w6HN@^n<synxl!9n_Ji@D=M-YN3(+<7Gwj!FKX$lAONdA1irjd3NC2$
zMJwWLeg28ODb@--{5~)pR)C$2YfL|Qczmg-#enf@2Jy>1x%_KBMhKKR3;(_6{?s!n
zmP0A`4WJSr)cCk~-HKVz>elNg6Ev@%8;cjioS8<B8!z{dzmgUh^TZV)_qe}Ls&@2r
z>nRvb`08Pe8#Jts-!}g=!Vem;Wf4AanoL|aPp2G2@V=qH1jBKOQFUA%VDw%&0O^a3
zjKI>r(%j?EM@_{?QDe&bpD`5`;fz*rUK#)v&TUg<OsJtI)(s!F2^xF_o0{l|H$f{r
zO8NNE{-Nf%0`3eUFstx|Zhi2zaWJ#-3FOUhiXQ)=L@!KlfOr7vn14S<;dS`>S6Vah
znvd_}m7}AzXH-?`0_T?XBs<RKwn|RA*`;^DAQp!dBR&i<u?vOi>EgJ!PdYj)fP@Ck
z<B8N?O{*=IIt*B~q5G$@2E-0<e7LWL%IYLB9w3HYrWV0|XDQZF%@%Hyp|xhrbs;f)
z&RF!$Ua#N@5R8A{jt37GEzd;p9~^JL-EQ66?hN9wnXm!$whThdq}zWG`0QQJ&ui)A
zBpv_Rp#>0xxxe`A=^Ofo(%0n>xrhZQBgd74h~G>1iUzLY&Y}-j!N$!yR6H8CO^x9C
zYA}H{7Tr3%>&`%MC(+mb>&;D3Xf;OvF%6%`xvFM;SdX20$-o`=|CMIT7Wt7<qwN4&
z9ei@W&WAf*3wS=M-1Lachx-`)BR%K*MAk~ZFHX3?J;wg3R7~1DB;hti$C{NEtdHYz
za@6J*z&+m)@NN5q%kbf))0MqSKs1Az+6T4L5<qQ&b%<0^?q~3)0Wc_QU}D1JlC|++
z*c!g{j?^Dm8|PmCYMK?A^crsmtAn>et91J7+f1WTKxww>>DmD$SC25-5b>%W{<84K
z*#vz!!-eh_EgA`aImAn8=*+qlEoNMKS%W;=Y5DT;ib^=r4VSbJ$b4M3yuMJFC9(Y>
zG=nwaRpR+nxlUtWn-ue#)c>N;5*;RTE}omr`3;P24xkuGuy|<rv{wl3e$w0dH;JAI
zcK~8;QF31YSQUDLbwHvq*k`=LWAv7<pCeKUO1=EQLnyKwe!d1SIcePa%?VP)zOPK9
zwg{165=1MbTHu}UK71gaUl;=-0U%70M&XjjBLBGk!xjBIy$Pllk|$I>`VgmXH`C@I
z75$1z!ksPi-m;Q(`ug>7K`?>mwastSL^C|j+pyNE)b+tw)U+R5rg_lXL$8RxXCO>J
zKaLaQwjA=1YuY!19=79Kv3Pw+6faXOLFmJ+Nl^>T#fsH4&rhCzLUCWLtU1RbPj>*d
zPGb(n2)5|+uMnzzX>f&~?Ce35rwYP(kVUtKVPz0@h*?m=uOlBOc5@!wemut3tYYR*
z0ZR&vsKnYX{~sUk!*I1d`4c%jD{UH%o(vB20TPxP7At61Yht~_<Fos%5iQ?fu)tz(
zUDpC8p~TGcQ_=JK#T^KsKjykR%O&5xe_D5JD`~bJ?FueX_ocD|PQCgl*HHWOj$n6~
z5fz%{Z8#g|yAzC}g<|K}<s};b#L$QVdxvrrWt3&VH2D{n7K|H)3A-IM&O^F481lO=
z$VXa2v^b@X|28!&dPjr!#!FA%^&1oPuX(VEPqToEw;$L^Y*JKq4jt-yMUtY9u9rT{
zrTnsssR!{lahD4KH^farU;O^KXB3E|7CEkCgeQKhC3&0XqY7ocK2d8weR{fO%MCCh
z5Z8fAjKLH|39o?XJ!%l@I!`+mK$(<ZNe^V96ddE~pzE}G*HQ|wdN*Jdwf|JK_%~21
z6Ha|cvZN%9Ln7{cUbCtS<nq8nl?DWM;*gs_{|Ww9?NcWnkTL?V3Lm&S&#tX;SNh9~
zc=GAm&0~Wk6`;(}d<c~_HFGmEbYkTLeF59Y!>e>Db@`u}el`pv&H2;nZa%g<d`U7e
zF3hVF1L-zP3L*B58>0oqwkRS)lo0hAAN0krY4tmjspmY4$`CaqiscGc9k$x@EXOeG
z-NY)(Aj(@slA#upeJ-#QZ%{$RdI0c0+>jH=@&UBrQ*!VIW>?oy3oDC%Yj*X9XMB?`
z$xVm$*{PoE4=!I3IbII$d)v>U^dXa764GTGf{CMjyms}5pC%Q^YE61`hzA0>@XIxp
zT5UYggfYh2JFFJuTLaSV@~d3E;SHc@ox6m^sXTWpC{Ks!$JaKdn=5=(M7M#5ZG|=I
zi?pWY%O<HL(mHnXCS6bO><pJ)9k=OhAKBKscJr`qqxi_WLRw}gCWT^3=<Yf2p85ad
za)10ShX(f=os?ADB)Ik@^+w&_jz!1LU-VX<GgT++o&dyfCgZ=Ph@z(|ZjTC+KXeq)
z`tm%iq4HHEd}ym4*)n<3Zj!0;#?f-9wsLyQ8QF7oYw6EuuI;4PB!%tD0sThFxhITN
z_SR`PjYD&frs=vlOhTHGsY}ri)ieUFJs9ONG=9>OP-Ptft8q3xlZ>LHOrLaGv4-9A
zVX!JOA0XIi>K#uz&GVGp9o&nf$hJwrl0!WIn5aF*z3+FCH#YcrvWuL#qi`U%==&?q
z*V-WecD!6Tn8>|_3AB;&|LZERMAj@O19@M^z%Hyiign)oIl;z#G?qD7>)?yj_?Uit
zY*JNO3G(s)wtR2@MmvApjg76UJe<`p8P>z)oSYquWAa{#ced0+tJAwAymH=QC4X{F
zO^uE@s+DZY%{?F7H}Da8pRs+-DG3Fsuuw--i(g>S4!l1EfjpraLT(H<6@2?<6++dV
z_TdiF2Bsx#2{H|;swo8pE5Oe+&#x4?0U(-RT`je@_iL=7R*|Pl&cb$ln-4K*b1+2v
z7L+bn*gD_x^iflaWRn`J%-7>hvR=8LYB)b<1QOiW99PsHn`(jvtSdzTNe>olE0XJ@
zzsM|U((G=i)!3Q3cvgQ0nGb~jACrXw!E(OS(i-1g@H1v|nk&dCuu1X+nnL5xyF@H=
z5w-eDz9;f{Uew<fgk+#{0-w3(DDsZQ3g}$n(;|rc29Kx(!QFhQ(!rmC_a%aoOIEjz
z-CdTQRXua4v{X^txR{A)xzZ*@CMM>Bxv{dkvfU&K24m6Omvvl@E|t$dS{}$31u3#Z
z+cYI2qIsrfYVG$op4#)<tExn2cJX)P_l}GdbQHiqXpjjqln_O~JJ+wDZ(vvqk|$tk
zAz?`f`JaK$DefS#NjWUIx#6G2XZE{7-$GYB1WKd}d5x2nn{MIri~<-~b-t3H2;W&5
zo3nVek$R!cWd5t}*YadgcGPR!G_U<aC(0pZaS%*rW@T0L{(rpgHF?v39QmgbzkXRC
zFJ-1V?mV&0FDTFhLXI5I{q@|tG|3(9QfC+6EkX1Ol1EHT7FBj)VEz`Wiki85E0&dZ
zhQ(xL)w)yP|NK-wSQlUJs}%*Iv)Rw^b#OD}=7kK~QSABnbZxCB(~4?Qxn3I?$G6%^
zued_RX;!VwZejg&AkI{glY27esGbYj>wIz|ow8gB=K6?NGhSRHa-<m6a2RvE%hdbc
zbTt#*6C8{0@1Iy~k;U+D!*{X_Yet(+hq3k+&px~XGwAsJd%*L+J8QHi#Q-MXVPT8v
z8AhFueV!H%VO&wHcJL!_{BirhZzcD7?P;%i322GV_j+<I%x#prQ`^Wmvywpglk@C)
zy`~p$!t(O*#YOHjRaM7=k`i@e)f6V?6{t3Z*VZOHtN2FPYBG!Cy2_^#U2I^O>2+|{
z0UvbTfyR0<-FjjsHa1Ta89RP^#~JkNaPa%FwX0c;SuYs`Y<{Jlr9xrWbV`}O(}?e_
zgR+61kqm_XnZ%B;MnUVrq~b-x`eP!Zx%klc{I2^|;$+^(dgIm?uBzEiWIyel*bCiD
zEh{g)&Ug%r5@3!Ud=&J?fR=GK;fGw|)>XV0sUq<~jz$v3V?TFca#s`3$k`%A{mwz&
z{SMupnH?Q4DQ%M~2F7;vFiP>|smXMZ3W_0IEcnbW2`q-mey)HT+-Jm3OY1tWTM7~=
zJUnudSs*nG_H#jXiRLf4;;~f=6+^=yvIp8#t`7etCTXdvPZuR7(hUyr<k!{dJ^5v=
zUGY*okTpB|=;A_QYN+&N7nuc=0t3a`5#)Db{V-Lb0ZQ=K{AQ{ECBna4my~1TZ2OS2
zPQ$&Dcs$AMwZ)SfnI~zdvNGP2d0Y~Z=St1*!l8`LDc^Uh@zPVwr#NvOwVB@5=UYB(
zb><Am8p+7Wke{q0GKXk3Wcgml=TYvny51ba?8kfrZP4mSUC}mK;i*F8%cHI7Vt5pl
zlT83CR5}&QJm4KFC@+^UR8ubmK8sa73ZxBH)eoAp{lUM0?0M6#BM^RebdM_~myL6Q
z^j_w-Z{(1#%43iOYAPU0P?~N^iH?fOJ{7D7@^K=<xx7kl{n61O-2w(8T(SW<pw-I+
z5dbvVl&yMy$9CFV<`-wjNujYSUOJlT^$T7_IkCKFu0Ta(lgkP6Y1C;fI_YNztBVf$
z;;Jcb@F&t%)Ge)%8^ax{{R~na-4!dr{my*J434fBC*aQ6|8;A9FYN46A(vu=DdUwD
zm7L6?3;*K_TRd<_QaL~AnW)uY9@3V7O`J;Iq*X3)AiR|yi0$BbM0IE2&Tn}jq5qod
zZC%ECG5bvTpo+^81LtHeN`K(hbP>2EDL+o{Ftg4%GmD6AbX3#A(o)@ouHrw4fNK9&
zYGnTD6SZViiSTo1pDiYz<dxJOW3JVj>i3tiEH-v~4>hMAJ->e9)QcNORlJ^pEhp)R
z{-oGit3F+#(LKhhrnI<GS5tE<;b=LCP0iw0qMRM+gZ%kacal7X4JBPC<k#c5S$$bV
zSwngGJpkd2F4ENF(~9ekO`ZlaL_r(=e@9|8tlPP}L}P0CO_dGes4ink8q!6l`n?6o
zPM*b4wyNo$O?9?o?MzHRIViAidTt`wVDM&i;e%pb{Y<?{a=Y5~KmOB1adr`YR*{y<
zndiH?^s@9)WPlm@_`4IZ{<_yMu@SW<$07}QHyWCG4w(MIltW^ZZl%P*<Us_I|Hqd}
zo5uaGN-4*~h~54UX(9Vge%*8b>x|z;*_w`0<oPX3(@xaR)ry6MO~TRd1rjyfqXSA5
zfCH}Z7d{Gqq4kA>l7|pJ^4zgHy2-b*Ng(wXJ-#-?ym9uapVeKK*}HIPB4HNZu6e@9
z26FmjET8ggRR@zE3^WF9WLKyak7hL)M;rLSmDHyVP!T2ORpkeDh};+ZXh@OwuDLO9
ze}5p=?Nj4qaomD;X_>dDN^|jaQ7xCkFmT9)4dfl{hiNs!8YP)`C|8{?ViOFc3F0w*
zq>fyjsvzwkfXbC9{D&64@LRx{YOQADPTgikE(l~zVDdT*&{DXKW@_ncW+F^e(y`^I
zC2L1Da}2-w>3N;FQ#gN@_c|zLDK*KtPaR@pye+u|9x2K>tKbc-FPe|Mu(>*sfW2cc
zt-{K=cc`*Spdg0F#!i~!#%$VhPvfnnGELK0@1BV|?)|bbH&-^dOPw}cexMbd7MIeZ
zf+lNeYkFB<M6J0+|LpRKqLJJd1Fv~_YL>T|Q-@QWlOI7cdZq788kJg*LgoYBdb&T*
z^4>U#zK=g)xpDrfH}eCAAl;}iG06N$0jBKh+eqtLoeGwicCN7IQX0}uha~#$Ezd1S
zxxz*h<TsOw{OXcX6e0aT<$Kkz{rEQp#pZokmU_LQMic0lMu^$;b4T&K^QMGk;KOqS
zD$AQ9v$tl}_6}l^RQ(E@_03hqLir|&<@N#J;3cA^a@?aHF*>I)M&zNly=we9Z60YH
zIWs5*VmSbzGWdo6e(tE$<#LYU__-<7Ng&M1S+RBLhewB>mDfpoCvGQGdLCI$!sj^>
zosf444e(=sl}La}QzGI+Z?yAqx3~^BLV9-9L)jSmnP$<*_3TKa;Xa6w1rPlfouZ+Q
zKi!z{RMAN;6j=9|2Fh3_zCp{sMZ-J}zi%aa{9%~n{Bs}lb25VwNA}3rKIy$JiHq&h
zRWQxlZr-aD+{t5EZ|r^TtaS0|lsH-U+Sh$|+k*)z7TeD|k7_0OM^BA$xNSboW;|)e
zNTj7Bu0UWMk9s!ReAUYp9sW3YLTsh~h?~3m@npF<G|_W^6y1a7qX2Fr`3zO#DTtiK
z$O~BW_1jhV_6%eI$<K>vR^7tF-y$0IcL1ip7dbJG9lP>1A@`=B$=c00Hz#K4R~bEU
z!W#`T1W;t#K?q7;yiZQ8@eWSj#!hXiF5RZJ%o9;&sW@^=c}|fl#$pn7+Z0E?w6xSS
zb^7F(0&9=#YZKm{CpNE11|iV`-Dx5;G=u+8sR%S5ePueTV&^H{l8bZa7$iev7C6)v
zns#G;H!U-UkdMg#4MfUwoQ&%9ay9YyPdk3yK0QDTSr;jm+Js_cWBsmZzz=*8efv@4
zhf*blhSIwmJ02mkn!H<t>nt3-3oqZjo$7yyfYLHPum6=!9YVzwi>u1;{ik6|zXg62
z6vfqM8%`a&)ULa4JEYjp{dPMJ<%)^;>PGxAgk)MHBPw(X)EYHgzs>i5FU^rUALtT&
z!=TCvuZWF!Bj0(Hej>pNniDnU)lT>E+1_5Q+X*eJTissV{n={D%+{USv*KNERczxr
z<GJ>9A|GLrQqqw8U5_e%<4nQ3uXa`*&u!v3P|I;eC*0>n`cBQ<tIBJ?UVXEoC?hKJ
znA5x;FueV&EEzXfj9;_(R6upQ=gMg@paODG2~q&)aXLN6FXwJY4j>Z0U28I*<ECrZ
zUzm8(r(S2deY@@y@0QZXXI(L+lSMWu*v8!*IBr(jmhLYR2{X2usV-a`t&-)xnC_YD
zb<fAbq-n|+!Z11s%%?O$9xU+_Y<N1zBn1Z9-}Aa`X;}6Zl{iPEe(b*5D+z9dOV_Mv
zEG(o84jgv`;T-%zIStugs*W5Bk}%IjpZx3eWaem?WM$6K-ydG|<hI%>mZ`}dZ<)!%
z#PshK(RY#eo|gT!9nE`N@g5c>^=X(fddD*+#z563VD4;x4|c<C^3mDT#_oVQ&x&sw
z+Sa;JSlf)3P^LW)6?dXxj+*DL<=j?p{M0R?pWb+|PO`J5@49j8?BwWTc_QkdC);$5
zYG(`Gmdd;KdEDv4%IT_oj9-z2%v1Az|39UBMjwrmUnAaY;|C0O-$U{|Y79kY$M6nw
z7ks83H@lQ?L>T@n<BKKb`eC+Uy#r97Sl5qJr%|o5^$z+<1G$*ghBIf_dQUpXg9n?7
zi!m|F!}Thpq+fG=MnSw1K*NTf?=vD(O`BVkRaNz?yfX(v5SXD?`$JR%WDF98tt-!Y
zw`eE5r;&;wRkb;aT<1^q?PZ+hgrB9zY#T=3!(2~LCqWMM)_;Jn)`jpak5)1K4)FPj
z!PE%k<Obz9ik~m@@IFLWXB^s_adR^~2#E-trgiW6JM7;%@c<Err2e@UTk}cd`T1fi
zw}DwHe-_3y?Jr++2-skcvkZrAiWIwTLJw~~e-+K<fj#dSuwNCl;4#GqnSahdOZ@or
zX!c;x56^pOd;Y;U*v7cACC~acVsPDQC4baZ>7(ymnb^|d&(9`}D{kn+q#}n(obzv?
zXh*bgm4CbR#cFi|{c=W7+EAv0cWGBwi}yi}Vg6%hGmq~AV6R<j0qV666ht($LmM!%
zal#A_7{@&}wD^Ux92&x~QCUi{TDpv#)xscnM_K(l4-Zg1_W@^#81dpI;fAr#=`Vx7
zwzZ%Br^?VoUWziEcoCY*ziJ0G{4x*_q}csfuY*d9d*9zW76hZnQlC0`HmvhDFWdCP
zmb%St6{RiK=69U(4Ei))AcAeuZjx6n<$pBiz*M-Rs%7=-5y|t#!tlSPS@)JerQ^G8
zo}yAWhySEmv}PdBgii)y(oOHxNoN<G`IP-FcZtRWy(gXa5f6BI8{<u+mnfd|8u8sw
z;(eI4YQt-b#fT9Zo@#YZi8|ex{oRxt+Jo_O9plmE#*jMh`7^^u+PslPoLt?}8;f-d
zeP+Lt9oFwYFE?2~5`reiPEVryMV87cUtL#s*uOgDNz9zR)WO9ZteN$D*G<~kmde_U
zXN7U|-DYXOQ_-{O5N?cj{m_l$X8Omba#>>KAV%vNS(E|vERgv2JkefUc`)sw<$ST_
zCZ$wk{i^0{-?*LjY}%O>d(3&vy&PZc>kns2H<P6E*|93FvD{Mc7gD!-^`tSp7Xxmy
z$p+jOlq&`bITS;9?TQOUV>hjRDh1p6eoyFd#spVfTA{g4`C=!5tI|L*6lum~Fut3D
z_r#w&DWjt|l*>y%{Qk5(Ot+u}`O4g`4#|LdjdwidR%sYp!(+NBx3>?(<68#%h6=kX
zT~NxWF7zu5Idd10s*%N9+N53MvBxrb5w&7e1?rj-%K~z$x=j2!;h|jT$A{L@#tkcL
za<|}piGN8q7U6Y*R5#Jzl;38PobsAmjIz#TA>dz5a)<9T0@)n2F7ek3uZr@hKkx0{
zK@N?l^)@PaeQKUO;}~2w!~Xd^SmZu4LYCY7X6n|`2P|EusdCZ{(?8l|lJRo+#zo{@
zUXeJb>VxM_zu2U?E?LADa&{C=gVr@R%ci!RO3%0AZ3|OoCRvn@r1UzxzBW0Ya|4?b
zCl?#1BH_h<qoh>=0|R4)eiL(~8<y!r1d((}_hwfNTY|r)E4H;spqdrDz7v1dKf$CZ
zy)Ea##mcimZYQK~nx6M(d>SeJqwR#cSp*xP{bX0GLI$;*|DKX=@Uin}jKpKIJ-#;6
zz4Q%oR=#0Umx@5N*JH`@ap#+x^=@a4XLV~qE2_zH+vz7pM&B)azp*rKEeNOBZ+Bs1
z(#cg?^&T>^_NOe{SI){hHEf-52>sZhbhoK*I?ApvZP3>?ZB~jjXbi_};_WRLpUwRu
z>s-(YzV+zVj}64`{fi;%2P*ak!6>=o!oP4UJ~rh<Yp+<p=~GZQ%dn70om<Dekxdhl
z@a)9<RE|DH<53~c=P3&jRZ`<}Yl2DP$?Yzy{njqru#rLVJT<q|;DfbgQWY(%?D*Fl
zs-*Kjt+{G9;2UD3bnL77HvOj=@GAqldu2fE*?;cVdwCqJ6j-kJvRxe9GtT-!;h46x
z^j6n?%U)=6#zfcsmjzW8M$Z1JrF-Rh<@<`UnnKf8`LcoN&pW2h)|i-4QgIB}Ka*+k
zww_SRv~2cB8)9MZv2AihR$_4&mV7Y)%(RpLs#7ir!L|OKIcx#=pHUf;DqGWTAEihQ
zi5r--+Ds3sG6aWF(Awd9)_uqp(Ka7eH$C)R9A;yDBq)0@;Z^n5fX37VC#Wr>ummQ7
zCtRsHtm|GxqI9jlUxYoQR}oPZ^yKV1O-HBn_FE>j^P<|poT6QffAjvg^WUU;Ip*4&
zZur9|Z!quur~Nxc^`S}Ejm5Z?+C`_1Kd-fLx<)s*<#pdKWN2=PpezQD4p_|Uo!m!{
zzM({PGw5I$E(aNzl~b*Ew$Xi_-nPTF*P>9W?lLklEn`@w0dJ@6+#4~}c5EX;xKL+5
z4Jd489M9SCSgPL28554O-Ymjp+vsC!a&Ip>pt?_{`rIS>7Qt7Hq&0b3x+$ilwco8a
z3bGB39iE|1(`B>r)f*Axp$!*CC#}i4s>NFTBK@f4qP*gheef6UYj<-cr-x-86z-<5
zC1)PJH>VUjrzK$<M%Xr}$LUrpsTH<mBKBiwI@t_s<W%6K^=m)Z`X_I8FPGuATU0R#
z+w5l(Yj1r1YhWV6aeE<z?K^pK7U$p^0g+Y?Y+7X)AsdUm;PJT;a<eFLLd$hj;>Krq
zRFn6{rZx|*Zr%CN2@xf6j{C-!AG7c8OO<OqIsSQL-fbDVMk!Lw_DbWnm4cvte$a4S
zH}d}3e>8ysCP$CSLm$a(9=~?~Pc2sYa$)_h9GxB?J3GLOJ~Ur+SkM0aao+otCQ?e}
zx#!`z8mU^Y(ZJU>U*4&<yoIQ7TRWTrDfcdw6UFka6cWAZOb7WVN&Or*{Us6z30fLd
z^%9UAxg8w6<?`&gwZ-bld^?oS+q}9&ZHC~sgGTi=AJah|$CVWkFSW&Fog9&iO{UV=
zH$UF_Ygd`bMNGMuN>~mNx}JG7y}tD1h1{B>#s%hFvKd>cL!rX7-z6Dg7B&jLxHzE<
z4?)Bl-?T+blGBb6yZ_tE_!a0shlb{NRb?*xrpoO?+!;;Tp;qU3$1rKP?+4SQ*UC{x
zxBNEpsI+-q!*kX<?RKJ4*9+rV<P>j;b$mS{ZM;OLTNk!C%b&uEm-Q@<RR0612<?aR
zU~l)e6pIvl9Z-h?*`?sSs{jfUeeai0-Je3dmyzp7y@SGR-(M;zDFy%i`)F{&YUij{
zE*;-+sPMr7a+hGS`-q<v#<3Y*W{=ZJdsNCdT|AVJxcVMf#lU)ef(CpP=$M+UaWdYn
z9#KtBi#N|^VjUc3jS<I2wOQ>Rr_-VRliqHKk)yk?<s`T01me<<o1dRjb<%2a#5Zm!
z8_Zm2jh%r1Y>Sev;Gx_|%gP7;H3|K9x1Otd%7g(0^er9>=cOru62)io<;a&>l?*aG
zJSk+PcJZNq36$mh-be>K3msd%XBF^HkPIa<nP=ptCgkQmVCZgn3|-fOHbr0qgZ}jC
z3CE{0hF!x~T6Z<5NcHrr@p{`?%hVymL9xhAqFX5oGBD!9Iu&E^=%;1Y$D#Msy?4ZF
zLV#Xlp<!<d-E)1G-gQo67xo|GMJI7c+FwpD;Lg_tC?w?rNWEoq5Qk~Q)A>V4`YzA*
z%lDpNDVR$ikm7~};QNS}Sydq+bD}S09hzQm_`#OTT`Xc+CcK9{xmH5RrRY0vmQ768
z7GGAHBi43<v0O`N=S+nBQB;WEpvGNe4`5y=@_R=h<QuCFurUmvz1Zy2cHfJ#)dQsm
z&;;>N^$;y9z|x7R5Lx$I#?Q}piG}t$?tm||qq1t+|K<laUJa9oh^C{XE)&D%bTXz6
zo=~Hly58q+hKQihzhLb~z)`}(`S+E<^GZ|+gW$&-5s<mMO!kE9{`qrygzh3^X_^Lo
znZa?stma9(Vto>WA3BbMOq0$Rbp0IoS-h$PmV4WRKr|sqr-jw7&rbV8q+zSuBE`+)
zpIHW*W}_bZGcQGo!zWJg<k-e@e>`l(+Xg0<*0kUf_Jm~CTBg&X(ohn}r7)kzxNE8C
z#m>jc_<v>bev*1<S@Npl&%7?|A{de}f?u2LCe09!u~~QSdsiG_jm<pYuXjCXOBQ1i
z$upZT4z<MJfi^SThL*#`$Vq3*N+;_G0JI+Ai8RW^0jW$Tg8V-D-qP0VsR(7mAAyWf
za#0CZClT*sx5iD&aZPG<Sb3^PqLX6GV3#FrcqnB{%L+Kp3=AKEc20gj+=(2I&o}gX
zhecfLLbVmmV84rWUE4V7&Lr7h1^Oa@>$0BiFS>B<1Z89`VRDr^y(899lU|i)bYsGk
z*6g<Z)o#UFKO&(xN0j~F*K|AiKt$A*M%AJ-N+CbF<v%>o*PH9^1+V&Rc->vIJUH0J
z@c_phK9K(LV@neJ`b7l_{<@!jDdV_HDMHtk9_&YB?cy58+T2n>kOM8%;jM)@2nKJ$
z>Ra>kUP^Pc=&Tm5^;FfI>UI*Ftdv|dvCm+07|IJ7H|cpdcEE8k0{l})bC_8*fbhug
zyKHW)tfPJ)|GD+ax=Bo&@zoK4?V<)1b^8qO;RWYW^8td4`t{`5Pj|PqNsF`Xq&NoV
zCsT0pFxW+d{n?Cv_evKRNn)rU8bG5ey8Y>Wf8jtULTyzofTx!xZ%)gxHPpJFV9}h9
z#lw;^r_ZZCuo9mQ)TGe(H}9eH{SCi|1hU?}n~AqTKU4xX*>s$V3p*MyI6LxJZ#O85
z51q3^BJGx!$-?`Qk%MF&VR%hD`#INP=5l3-Fadt<<t@W+BEf7q<eDl8d0#l=#&arg
zO$0Xw)I5(f5tp?DXe}}*Mr5;Ys_6~wcMyA;{2d*3URjr%>OZi3s*WA#=f2&R$n)N9
zqmhilS*Hw`)ax*tyq-8=*8=bo3ugwwWTKxOLWBm_f+qhA_}0nC5axiYP%w=anZqDR
zJq%WCAD8iAsuB(;rumPiZvK{nrLr*yU}r7=YXTsaMDL5Nf^ZcmTfq3NST815+^DBr
zz{X0~$BcOIozZX)rsr8NZJOEu3R$7m(L>3Az)^hsAqJlclwr;s@Tv~29G6a%7Iy2G
z*iOK69(`*CeH8*u8;p3k;gG6sf9!`vv4C9@*lPG7^w1O7S1~3F<UL>fW6A_a)^=XO
z9dVQb=F&+AhW_owd(A1IE8~2&C#O2>xRgqzTYNaulT=js_D!tQI;gS~*8~NVXhQoF
zPM$k5rqGKb;$2q!13CH`i)2lK-Uo{uAT=^FN>vH1WR$;Y_=s{1XzY2ljq3X6fBNeV
zyX+^ox0GcO91FpY*t;Ff?hI|Oe|(T!U9QGuViuZ$6Jmsq%EO;(<-eEW@SV*kVcLtR
z0CgykhiU1&l9Zr{rMer|2wzOn!^cU6R|<AwlR^y#$`HiMXL61}tc@mgF-BP|Vx2x5
zY8xRA0EwP}FdA2?mt8I^ze5@7G;Ih*g$WJ64LDNJHrZNfoX(o{8$K=le0z3=7-o7T
z*ad$)`|Vp17IuZ1%SZ`BtadAo;L*1`XG`9!n`2u9e>0701R9+@(3;d8Kk1Gp+zt!~
zWrxHaXg+Zqm*J7maIH=b0ou7?x380~^NOdIw|zp>-cbeP_h5&KF@wevJy0QqNe!(U
zg(Cwk<B!5c5GXacfk*D;-kR#CFVO^zc_2HWnkl~QhSm@Y9PGG0)pSuD@A}|IlV?Jo
z@?TlRmVjxI_9ypsPX$nUH4T>VBY>d;H%wW#k6nvSA6@tRvH4MVu!=&focgM5pKuEb
zkn7FE>x`<lb8kJ@R@ev^-uopvAi`e+AtWr0C<aC;bw@`~iH}MBKyNC0XXxk?A;FIg
z4r&d-BaduWSpAifTlky)E;P!9f*M<mfGtI^vwxgASQZPP>*Fm~45#HKl?Xi}rjwUt
zeE3kSu~7{ALc1d$Ky*t)wRkqoAtsioCvppI+GTeXOV@r~2?g&DF;Tkd&4Q_>hi%G%
z&oJ%zQ;xSLZS%?obHGs*0=a5QEKKMOI6JVcve8XIGHg1afar<In3yd5ox<<yE%o~<
zHTeu8?=NzJ4f)`IyPEi5zd#n~8imObQq1eQ%Y0zz^(Jxscmtd9dsmB{Wl+^t%5`X*
z4V%Z5DGmj;9m@ZK@WAg|8l{H<pI+4vYJUn}#Wi~KdcusLRZ5Gg-k3)Ah5KgOac}Wr
zAp=_*JlRKCEjC@qT}uw(lV-WLqzqz$j7*Q60b*rZpB6rT?t<%%DFFJnq8bAVU+s8x
z;77O^Z$A9G{&u-qzd7q}z1YE&UC8BT$9hQ|BtFDmNPZ{x+qe5~g93!kC!BQM)|Jvy
zx^0|~=LFfB4qbsWIGNL7H`NyZ?}I;umV;F~lHnl@8=EGcV6C{iml5bS34Jq<E1^tj
z`5sU<`{^4N%IP0}Rj&K<SM~TOGDr?_+XXtgJ>8?!ihhDF1YXO7At&(JK}%W0=9enV
zpvOeu$Y2v#Ocp<$AffEbj#KK{%%(a&R~0%O2U0KS6*Gnn^Uyi#1Lg$o3-=rE+)zP^
zG#_Mn!B>t54Fu=D%m(guds70B=~Yltrmcy*Eu8X$kn*>(*=F*WFAQx6$->$;(0}o#
z%k1PCZ10OJmgzM}#D{Nx$PB%}M;#h^3~<RcUR!>8V_y`!FSe>K;UJ?Kc?GAwb~P{X
zAR>D|0lVS#l`}2X!E9u`f9K($uH!sM-NpGYP;C+{BD7gz^W{_nWqtQiAs84lG~`!c
zS%#<G(n57(OE)~t8x`o)-uaD;yu`%`h8|pHryL@$qr2MgAOXM%rPH<)t(&_cs5pL@
zURNy^u+=Lq6TpLV4d|!hkaoJI(8{w_`Xy+)h7lGwo!_@;>+Uxn*}%fdq|++9*mBoN
zwW^?!Ul#;-xr-rzSf*Myf*l5BW`hOStjAPLVbVP(&CQLO-4ky?`$T97u9{r76at75
z4NT}+3$Po3W;aDP>xtYGZ+nVPTG!FYw$ZU#kZr&@Opr_~?unt&T;JKD`!1ee<2|yt
zDE_v7e|hlu#B(Dl^zOj%Es22<tNx5WSxA0{hISt%%mM3x7tFxQ+Xu&at!8s^R#>;*
zc|f7VYOd-^3F3>N+s3tHYQ1K#o2Om3VnVbuQ&+$nen@r>3C!*6Jo-XJlwFWr6_>A}
z2j9p{g71klqk3n){+CCk>lqj-6cO2PnmYd^q2D-58Y{D11~Q{>-^q<HS6P^+MmW%a
z2m4~m?(5OKn~4|@&Od8M!jV*^YrU>3#8-zgH40Op$<9n)EI#C^92pqp`lLQx%u7K(
z2k4)|s%*eZ97g!_S@jc<9C{%iw>Nr37KbU}2yXlhibb~PGRYz^rMsJ(v{w|EqXsQN
zUrn$CKF?5kD>VLZLJC$xw*<&yBJXEL`l+OpyQMyQq`}!f?DCMn5Rgs<mawYVdUX*y
z^z<(}hd|h|*#L|M*l~XTD6r$6qw&ln$FuB0)c$y_@dZWDu`8RK>-R6^wE}cd(WjB$
zU2<+yU-to~a%SI{demytpC26b5mQ+bu_i2_FJaQ4rR4^C1I$!7d=qKhTK7t+%o!Ou
zQjRhl?0IgEK4rJ3TDbd@MtirmJJkZbbVPNqAi3y88$$eQmDuSnQx=%~ga$K?s@Iiv
zK61}-r+hCxJicfwzmYJeJ-E;h9xb#FMP#-KWjncah=R<*X%GcY$ivEB*fzCsdZzAn
ziZo|;PrH<(4Dl50ADbE1(ZN||ssI|Muv-}oq*wp;nqPcO+8LfmUbtU^Zn!A<wnFO(
z6RW%`bi^<`O9$~gID?7i=#o%~3J;~Qo#DxJ^8fbju;O~lYILlL*@hln+q*iF>5)P%
zc_yC3heEV!DU;C#GeYWmUcr=J@E~9jf7HFbWYSI!rLHh0fuI1?YNEyR<}FDgst3lf
zn?7hUaY<PV3zYpFuScS~)t4jpWI{|nh6D`E^yKy8VA>R_&0F^8!1_6^>0PvZ+#iIS
zwMFWnw!-1<E68dBruCT}yb$eLd_R(t0{teS2+YhzN-Cp4Pc0*7eo*a$U!lRGRnD&+
zBakR7dE3lcWV1xrZjbEhh`Vay)nH;~reaqX0fvkD`p?}r01g1RB9`iEp8H$7rU#BA
zrSyVdA@gfJM7&YD8i6%M?*tn>rse?I6-5HNi$Svs+Z+}If1;JzDFohb5D|dzcYW8M
zhQp*S9U|URPhm$TH9vHAt+cG!Q%+1y&n7Z4(F!VOgE%Vy7I-PdBIn++S7A=6Ha(Uc
zXMP}uz|;UCm8!bVXIWxwWh@ATk>7LamWKik%=`a|Wd?=?aZ(scfH%beEck|mAp7I@
z@7nYYXJ(po<K61l@<ll(OUsa@=6TF4vZ`{{K$_3~2{4X#@4oTcaepk#s^odr3Xa*I
z#d^AVa!Jcz+r7lI&Fdi|DFUYfc#BWk6_rp}G}Pl>V?#|OhEI0w$i1BUGVleX_d#5g
z>5`=A+Q5E1t4#>7u-O1w+Gp#5fI<2r2^tCCeXHkXSt_q7pb&BQ4XSU!CKqZWzY|n=
zqQG4}(f1-soK7pyyr7#N);(g~ue)q|dKR{SpT2&>=tRD<VL;``#6CH5jcd?w^T)6Y
zoqm4;OFhr1XYS6CY_|yS76X1K$9wVog5qpKf<Qet!_wcvj-VC6Eo0-ydHFF)I1QHP
zr|`Au>4&*d^K~YF74RBz!}M!^pdf@7!vq{m6tr)(9$06m`1AQui^dyc4_9Nl&RJPC
zmxN{h*=`<9bCbHoROC6=(}Rcu3V}r^&(NM9@S9__DT>0hoF&yQSvleNunTXPX@Md6
z(a|A}q`-pgZ;?@NZEtmrmaO<!5dA(7tsyRc+^wvxiQKZV0YUGEz}7ogH}_eu6b~iP
ze*^uEjPZYg*h(?c_kk218k5LBe8a=fZ?Stii~Ybb&D~z>M+746WBc}39W0U54x!;$
zSyOL)uaI1K*8c3M_TM5+ErghV|7Hvf^I5@edaOp6RwMfy;u1pb;wQRZRDr~t$4sA0
z>`DMV=q_@X-OKAB>3AZ9{wnlTIO-m^hTh$RO_vz`2RWOR*uc??K~AvvVLU=SD)Wpl
zVcC*@@Oxsd*V=V!rQpY!EX4hHXAEtdYV`R$R{=MCCn_Z&?+39o$7YkCAK~DzbLYJM
z*3Je)^@fd_gjPd&9|7nm0bVeZdle5RzH)tt7%1oV<@BYCmUTYLqS<iIYL8Wbjd>~G
z{?6HTKer!{O&)pREEhjw#KPVwMMsR1ZdsTp;dmI$cX(J&j(v(@-jS2svJ`1Pk@H-M
zb+|%4h|`r(=;%OuM#~{Aea9d0yJ@#8jm-sV2Pij;7PcMZ*P4{q_`Js9u}9mcWn~d$
zWaS`OrE=ZOx32r^H=kqZ@iKmp$zKTWmHV}5r&~M2lvgD&^v^KBw2Ti~m1;Euu1wkx
zMPASFY}qL;Q{CsFn9cj4FdLsYz!`<4lAQ9kN(-p|1$v34;7q|Qjs0?xYzt<)b}eV|
z^k?%ayCV=u>z-lB#9UFO2{mzdcCrB#QB}PUgokZ#!o!xFKsV2|g??~W2WwSxt508i
z-N`XLtg1iX{Lpkh3L-9Oikl9oUF9NYWt9ccO^zY?plobzf}ElO?>Id(ch{VYgR2hL
z*+f4A&|V1>wk7(r2_AB}Cyoj2o{dLmqzphdHZU|K$w-G`H9nd(A7p>(bkz9nkYR5R
zk6D<t1GJy@$;eQl;O|NQ`<J_4@$~oknEZQxZPj?h#^oX_U!}kG2uSbdMBI%PL}%wq
z0N=@C9aOjpZ}#+$!;fx&@HbxNjZL`)8E6J3`ti%mseSCL#P7P^F1i;-8@Z@RlN#;n
z@KHTKw(&;urQu?JwzhT#+)bwrYaA#z9*n#J!eQA01~&03TwUP7UL?DG6SVeN^g-VD
z$^{@c(<yg>gyR`h?9tMTN^{Ss!VS>6RJF8{$HtC9y;)piMXeg5lnHoH>G!qm1;)Uf
z9<y{6WM!E-I^6-BsJhoaf^YY|LNeG!;5j~McdzKr8I!xk@uEf*llj2gionNRW@{9x
ztTPO|_xTOS>FYcT93Fk9rEkm2H3esf%V=x2)y@e?oeWn0?oS6IFxYp=^<Dv~Cx|<`
z&TF7U+2Q-dV^)Cc%oNRYP*K4(4Ad#EH~$tUC)t8Sp(#sRZ(aVVLuFjhH5sWR`Bqv!
zR8gTj9C?595g?v^5GMt0E6YkID5<$M!0O`1(5Ij71ao?>W8*0Y9>r0eEf9I`<y;vG
zCiNBbP#76yFkm>_wkrDUE5<p)WpH>(e%qw9sZn7?KG_!bqY_Z!{de)78yM2e+dt*u
z=e7V1&jt3Y8DLC0J6Ou7o)Gw=SNj-(H#{|CvWOP$8(I%P+{42sryPBi9yH9xLt&_u
zk=e?_Z3X&~Jv5p`8oSNM2;~^wKbW0v%wh9BzDlKG+`l^7ndrF`LqP2zyR)GTi{d+U
zzs{b|y5OwpkPhRcFxHX|>Qhzi2fcZo|EyghS$R(aB>8X7^8`iyX#oaKv{$0zQnDtB
zUZ6n3|Mg^MMLB?19tH%|P_ldvW<vzW7^7jNF6vDdI}C$HbcSOKB-#1PqM(@$=EH=9
z+ZN_)JQS^YY3F|&J&{qls9Y&E+CQ5*s+B6RTm=;>&#XYImRIWL*Y-beLCqzb>-Lef
zuFKH9evX`CE4{k?Ra=m}eP{xXB2{(&g?Ab1Qzd;J+k)AT+fex7e;<i0&8bo)!ma<^
z_u%t8rKNyiERY`1>lx=`k&>4E$eV0*OiY+-xq<Fg`nBdazo)OBmt!gD;tu7iR+^iN
zyU)k3yb|WCE0>^Z^deqDk^;gvZ)sYcfWN+>(DW)l=r<!DfDajuT8(SCYB8G}PjBy3
z+Rb|Pb9k%=EHXQS9Clzxz-7e@nyAlTYp7)=TElOPvY&t6GO+~fd3{PWGtVfKdZKI{
zbti3^Gj3KE-avC;=q9@v7>qUi^P^Zq1UU0s{!8_Ajq~zG#N-%uX}ow5f74%*h=Aw~
z4D0y|KoWp~J>1*K2f5Sp?Vc02%^JR|1@XCBW5=DqzRKom<?Nk4Imxfwaw@C|1#dZ{
ztSf|mTU9*de@yqn(#$McNfzIHWl8<HN2Ni=^-_)UFWk!Y2UX_t5NyPMu2#y_bCP7?
z2zZ}<MUTIi0QG3;b|B{BBGfIzXB0c6=JNJVb_=izfrkMoMiedRBaX8E#b>a~J|R*I
zd*&C}xF`(OVq=U8?QH?>#N;qdR?LahAGHLnHMpxsDy>bUhSHjVKn_|c^sB15Qtfhf
znV5RlE&P_%wjVFd;NRcCZVE1C^A*C!ZqtG#>4+?6Q3YZS$UMwlLz$RC&#uh?s?%-S
zvx7x&DFFn;MDbCD{VglRF(wwn0EDB(H-eyst_>ri?uQM4_BU3`86W^=Q3hHg;e%u;
zAr%#ElJ!qGVX2#~WlH2d0~NJMu;$Qgsjs5z;rH(~=k4p};C0|g#{cx~dZnOmfY9zP
zuddx!`+kmv?*<V%tdN<>3skAtHq>^*aZ2rKb?VNBOP31yQf#iC_6$Y0DX{2-=TDx*
z6BB%du&)=n_fwFRojfo@BrNae3*W-$pPGV;0*?zenS95Bab7_V2({kD_bcdsiqoGm
zgnbyEIQV|6ZnKCMvh&NJPc$5p@A66zOrEW>h~)?1WNlpx)z{5(<{dQK@?+^&WWNqb
zR%zLWy%|J6wOn<#RVY`=iXoi<rQh&oI4G`nX(=gCd&2rFvdw^l!dO0(v3n4lr%xE<
zL0`LvkLd*ze?6;%tJ_Y0h6D$chkLj=neQrn@lOSyGwo{#U@2!zZ{Bp>Mo;AeAPjcR
z=e9<%@7bdnt71*fPY1$zU{`-oeEro*lcjGH6G#Ov&$)TYYwpO$Qd*5H`bpKmo_+B_
z`;&sPG1h(#!FBg$7e)P}F66@#TVwCL1O#s`MWZu{V6(P#k5I_BZDC*t8i6##l37#Q
zb5)Uz%^l0@4>h!cf<lr#kNQob3JSBGr(;q*)pn96Q*r%oA9WJO=GzC$1wGr8dCeH|
zX~w>`(pWMxmhCr~F(?}SJ2*B48WBG4X{V1_S_>J>F?1Pl*Pd)cRxyLTN7ZZmC1t2-
zxepCgTz{CpxycTk{)>!9M~+kl5XsfLBzlrL68|z}47iZ{5phvjXE8j9Bs@%x@Rw_A
z>tTj*`%d}AYn$URSXM-9C%5{Glp=vgVO+ZmGjg*stmmL#?Tls;Gg+mHIKbtU1f--n
z5sLngXbvCTX>$0swX?gnAzWx#0&YqPlnf4r!B0x{d-c8CLXZsM1Jm6}5XpqE;}U~|
zcG|W1(yZwv*2Y`F?9#M+{u2MP|1P`lCnjb`C$BFfoSL=Sjk+r*v%6vA%6kc^2aE7A
zqv3FWN;KIdGpw$|ZiH<v%XN&VTWM1T3f{Xw03>KK`pwFEda_7WW(PC|!<3Q>QI(Wz
z27}z`pKdNu&~;A!Yj8B)M)iGr8p5p4J^+2;VFK_~1{&)(Df`9+iheRoRbd?_ecWWn
z#XUi8ONoiCbILeW42&%|$vQP=irIG+b-DVr71VRZb=ML`J!hn2=rVH6q3PrxG{h;>
zP?;Vnu8ihy`#eW)0^DjrU9~dpd-I%3m#*7|ft7X+xY_p)btK#x#>P)#QYlSg9m%Ux
z!#Myj07U4RlR2XgKG0>su#Y6<E=BtJ*fU(FVy@$nl9Q|ISVe>AI22@Svq8>fI^}a|
zx2}n~`BN2_gjF|%F!jtAUy=izK<TgqWAD?GQuHW;Yt!(+C(-(+;o`@?(x%niO`AV_
zShcU!Dc4|$%=$9&62w#tLQmw8`Rg(!5)FOIv(d3+h;7cEqz#H5b3{yh=pRMqxVhyT
zZ+8UP+MfvI8HRp1@2`9dW8tAN9s=A<(_WPK63H|uHotU|&mjKuFrn%E4Tu-weSPn?
zwe6e{798Kw#GcXzTuJ+o2trBLz203*MmuR>fO~K6>$7f*gK(}}2P@g}u632(!$o0V
zv*KGMMrnPX>K;#dr-}T@0gtPyKFBZ5)Tc-}E3jQ2S_pKja^5d&%+z<P-}!t`&O&<i
z>$a?xMRGak-<VY5+)Ba&Yqi4p&$D>AN62?iWXEY9R3n>(ok0r|N}{`zbh-VGBL}=Q
z*z~EdGW5?DLVQ@;PPfjT9eYRTr4?{j&H285pfU#bfysNhiFfbdFbjvaQ*H*IpWmf@
z`~t)jV&qP_MQ;Q%kzw~{bK(j6`~Iem^!3b~Yv^yV)^Kyb3<+6Zv9|6rn`z?r7!s{&
zil|<H#Yp$)xwJxDU*8?wzJ3rBwAwzXH!@jn@Y_iA#DB=Zv86U@<?OXo%`qFqsyyku
zx}P8FIJXrlNcW!Xf{=<N`|t}x456H@d2%SLvt~|XzvpOejVi?joWx>G-~?nI9!mit
zTdh!h@1$NubvXZe$Yh6Xn7X`E24~;j=m_GCU;a1nNGZz-8!PmmCfo)#IRW^{wLA;e
zBgpaMKi}So8tmz@hW#iS<a1ovbKXa$rs<o)utG(@LL}=~)MoLDRq(sDw||E*bR##M
zxO-dkJTrIkbs24XnPTI{M%?)h(Sfy`-1;`yG~D-Q2)r^fLbYt9q(F0}#zA|J6H~0t
zj_7*?a=AYq{|IE5?Sy7p&>iM<0$=CrwU$k}tz*u(p3jb*Yo`y8@P_Aw>l5A7%rEa4
z26>!T8lN~?Sg)u`4*Te^4yVuN{9xn~(gV4oj^DB>Y7!0QTm&%@l(`?@#=hm8hYsZZ
ze4yHMX_G1p+S|_|114FUm-iMIcbtfVNJC)@MlSEUcGA5RY6~R$SfMkiZpJX^l$g=<
z-6J7Dd*{=1e)kg3`BH<#b<qgFG>4Bm?j7Knl=L@J50%uNmv(%8Tb(Khb?B^J23{?Z
zehhVr)3UeE>XJR!TeV_jUfD#ll9H}>&*t)#{h8Yjam#McuOJ2@m$&dgZ`6Pk#=O^0
zHioS|VY`V!_sqh4MOntOG*R2Vs=h!KNGGeR4mxd|$s6=R2xwn%Z}LWBk=T5~YA{CI
z_ZKcF58o$4WKGS*!3}7VWu4oO-9RJLZaD;!$M_WnuBp}5mOW!U;yIaJKNY+#>Pl*t
z?$4WSZHRjJj|+5FYJ#a^PymEJV_N5Sle?6<4N7NEO}zoMGJwTmH$O<Y#!c(+ldnIQ
zv0nSrc|YXI8}904MfEsj78eN>+x$XZ5Q`+SUTDL5HY01C{uiB#oikHMwQzY{Ogc&V
zpe_3IMC>UJFS0I`A9Ot|j7e@5h?bU*WZG61)*H&oL2}wmWP^Rx+F+u%xT6<)Hm*V6
zT8kl*eP&Z$UU4r5989MZk0BQ&*tHzsPrQ44?9U@;g*UeC4OjW{!5`1F8?C9_L@u4z
zx&Sv%sS5-N0|N&A>cS2{CmJsb9Diige><j-=HxllH+YkaV)DAQLI618pJilb>LbXb
zfWig`Bne~iySJsH$dcy3hh=RF)-5e`@SYlYJi4YQ&?rOc)oWEW6B%LW^2a!1g<~OY
zNnR$P|K~?2fC&tnJsFrjvfTQv@9<T?&E22y!EEhq7eGBQrNou=xgwRPY$3KbRCthY
zKQBFBGO2n1S%ymltT?9iPh>yRp2U=MqAg)!_3^w3J(CEZ=4b+;>0{)mx)YMd^a(FT
zYhg!cxoT~VxJ+j`XtRT<*~FsYeK;!tg(0Qh8Z{RSL}&B4!||bhQgHY#GZ)v_OCGEx
z69jQSY33k7re$9QpzXbslrw3WOe3O#n>Qtlsy-~$$JEzP-iS*iJ3s^kvWbaF&}eao
z1l;QFU4JBFQxYAwm^u*&{xKJsfIJtZY4sEm+&nk;-g1@MJFFPr>t$90yfQT!4o)c3
zSWCGCAOkx(<(2fD`mzq}_>&<^)-|k2)Uq0DsM1pqtk->F-B>=J0*;+>jjW<B3;=MM
z>6sOeYS#@-OlcWFcGy4c=K)}7<Gjw!WaJQ=1r_p4gEF?Nih;fgz}n5=19rOt#{n0|
ze{OotVw<{F&R}+1*i<vp7`k<)Lwv38qs`Q(w|uCF$3=?fUhHhlNWNWKCVQpDlpX)d
z*qQ(T5cL&MU46mUh=O!?Du{G<H%NCk2-4jt(k&<<Dc#+Tv~+iOcjtHT|K9u7QdtYp
z-@S9snc1`Vo^$<NAjP$k99O<J?%0Dr9_&}z(&ydX2e!BqPi(uyg9=>^B_w+#;^E-3
zz{cfY)^Yqh=;R|U#hfxxIK*od{qz_H7<5?u^?3S<*`wqW;7;VX@9V!gWS$KiVdP*a
zs8fITe9sE_hJ^!>O%u76jpUA1Ws63SHEAPY)|#36O`cY$>|jw!fVBN5gc*1Dv~So>
zF6nQ-grc`Bc<l!|1}<ts*RRNuSE3^RP>*3N)L7el+dkg?FJ%`njn%c+)VzzW&qp3N
zzpOMF=yj;$Ho!Kg1P{Hi>^oTkKr<-X|DL%WS1uzbL_*FVUxh9lS8>({VZCQteY#nI
zBID`ss2d5~W?S{}2v}0=?KL!lu(i+5kkYPVQfQ5hDfiXr3okQ_e#&Dkbj9b3hz3$q
zlL|T^E>iVMu@SyyW=V<ZzY!Xcu90)W7wT_Y2}VPMtUbWRGEtFL&9JXPBg2$-CC(ks
zj;qmSWx32N@5-UYjBwuyNHMpp0bR6Y%**y3mQgj(tpN0f@=d9f<4+&HF5q{KZMay-
z21zVs(p&+wkS{hZ^ugBFRqjGHZ1eFg&0_u@pLmKwtDUhIae>~Y+%l%s!n($6Fp=ax
z>Obmi_=_~eJO6+KMe-9kN!9ehT}R3xz2(@&B{~(gMtC|S;_G7<Y=gbMtW|??SbiF^
z%@K_F(|+8|?Zz-VD5xVL>COvX7%90BCE!lp3bLgXiz#XOoPFf;@Y-v$azCeOxi?Q3
zG@$0&sj2{A(uk^ODR_6kO8@NG`96%S?zz~qTC*GT%SSeIm%Q|Hap3YS$lo99zP3<S
zTF#C}ZPcctWMYyIa090*$f?>H6o3HyOiQw~92*F;IhaiIwy%zMxS#vmg9YktVfE8Q
z0C0!+7pX_*A`YwGSy7tUnkwtnADTU$)%1UR`r^u9YIFSG{P+K4aDtyWD}p@RICGZG
z!f@=>6YV1-tH$x9rPo)9e_4NRe0HhN&g*?-<kzF3ar8-z-)`x2bvA2kI{3g^b#u!k
z$5(chAhh@t77t(q5|;2jexpi#u4rsyQgvm4il1L*XgGqBhD2c8PvhP0!s(ro;}(4m
zH&gtiDW=&N3Fee7rb(|~aIXpIfDO4TAfJj(I#%}P<O<;GJ-h}Lt>x_3)hX_ehvuM$
zTR2X<mk14oBW5@Fs3Gb`+1D?lC{nlmJUB99siY}s*+%!sqO>ndF{$I@4t#>1=D=LO
zcv-0?(~~e!yzC{Z*XWkQH1^=(MqUT@#O<S^HrV`a(*MA+;Xb~iB5>#7z>v^!slFd1
zqnt`wzsJYR^1A2KcFiwwruW&PH#FkccBZ7T)uX4d^&vXGcM-<g_^?~;qk8|)^ppiG
z7u;7>6qJ-=YTkSFz=QI$i)3^2Lw*yD);`EcGQ`}`#w)-=8-N!l3uh&*oSd51Ya2Tx
zrMBC20b7fV6j6{<A_X|ixyn)*`j#4TL>XQnKlK?#13RfoLVU*BH)R*IkNl#X8X<5=
zT`}QNyjtn~!+LzvK^P47Oz0D1TVJ~L-ZY=s79KbQ$_o8%GHrPbwlJ*9T%!dPwU6=r
zT_P`U68P`2i{oi|#3pgx<~izrY-oHN`%~mE)lXn<`Wej@R1wrqHaRV&qJpjm4b6k?
zOvl8$m>qu_zqTeUnlPa}4oj~5J*nt!Ya{`~$c00tx^<EF(O9kWYO<;y>>WNjNvXaH
z$ISrhiy)8X(dO2sAxCBDj?qv`2g(xp;6KU~U9Mtat76giPGms+LboQy!QliP&1Q*-
zm8)GYUZVSkZQcA-2&@7X)u+j(cI8-%?EEYW8Op!ta!MY+c+haWEPF9$bSfSu$^5d&
z!lcNb?jV;?h>5dXS`2`=`zz9Z1h{VVOY*hS9&e!jBj#c3UI2L%OU(rZKlk4kyb_0%
zWN&}t4QDJHBsHoae!HF8@qTiuA-7Rl*%KG<OlIb<I*p=iB#TX|M~0N$=_>K|;Q393
zSW8SQS}t%LgPySjNTuA)?1hGEmCi?2D$i|Yz@|h+D?1H%936+hl3-5bex%d4c4@Kn
z#a7-K7W_U;2qCiD+9fd(1r2bi)vkhZSoFP#wvELupI9$-=Je+C*_ZOCc#)e+he}@6
zYb$>KoUnzNW3FqENJ7#9jJ??Q#yRlA+8MdJbAW8&tF|;Np{ilu^IzZo6-gpd0P-C1
z@qO;o&3YkV$Pf^aBB?%p1RjBxmHu)z?N?$m({f63Qc&yPgyfij08n=MSG4%93TG$W
zxtk5AcF?P+9Fawdi46o0P&fblSqD#dzD3A)nq4Lzx)Gw`!vakE;9d%5CX4zO2LZ?Q
zcQdAf8BMu`LW{hJZmd<WQT5br+@t4=yhNuk?fD6D(P^GcS2nV~Z1#xfV14GYyd7>6
z^W6;@;Ob`A2xzsE&(p1d+&nquQrM6q{OmH!4YbUO9=>~*dhH`JUAVIt747c@F>5R!
zm`b{`iX*Wmeb}FOBbS@a0g*8<md#m^cM_#I0OaBp`}y&^O{;iHCK7PG`GA0q4k*eo
z{}~&2UO2d$=({Z<!hX&9lkYj*M4O*03DiFA?sF@<&Ngdp^IbMbdM|yPJaDmLCSx4c
zamLm2#P#9ja*V&NP={O(Xan3jl{1^!ex%sp!gz*4<2bLxZx$sfY~y_({ZjZu{>YaM
z9s9gbsOU2MJLU(Z!<`%jN5#q7U$g<`9&k3C1ROkkc-pUY8Y(7jc*(Kq-yeX~v7+<1
zi9JoUuw~1kvOJTymx!ctXfq98dZcPpDdXIzgo>()xsjdcsM{d9ooyy45eOP>1iqO1
zzrzx$Rz|gO4sLe1E#;mXB}YE`z|sr)^SeGPxqS=vQYA6Xl_!3J0&@#)75VS~9f-K{
z-yS$9J)UTKPzJ8z4@d+%6O26=Kx~n7;K)i$^y`ZEi|6%N7}xLCSSyr9MGcB$0+m1f
zIRPAI_u&;eEt%?}&ZDH<X%sdh5MYodoOb;V5$9?uB_>%3?KzVB24%<2x;Qm`=7hXX
zf8@F!>a?<JI~6_Mt=!+Wlgpj<of^m*t`!H#!~+?F2MoA<>xt_VE9NkakycMo5rv`z
zdw#UxhZOR>3CJwdBgF-K&R%83g2=q(DprI?WY9)Nq%5r*k9q;W9AmL^DcPo4b9;3h
zr_gvG$B-61I{@GPPUOP}k;2;PlZxD!meb5_$0yvds!;a(H(7goNVGbM|2g^oClm<C
z^T@PLkOQMnuL-H>a>7x{px<WeG-mZln)M*L>>5wgUB`%bbhHekV{X#b(Wt+RjU)1=
zr1{y76Tyd{EoxT4HDZwUk_D?BY{Fhv$NUgD;=_fSW+1~Yz)Z7+L!7wTGgcCA+_Rym
zYnOazn*Qk|$NH&L0uH(I?w~25nKX>b;nx-L!bxYh`lyeNqUIRsC%%X!`}DjfbJxho
zm0<4|fE2KIFy4<e&&I(~(0o5%eJs%UblOMvXztSptQ2GtX8Cq6Z9~90voagMFqGS0
zZ^nSb8ROf#!(}$mk=;zlJsq<SQcF+XegUU}LseD*KL}lmYyCg3$k(3JK0vJrn!EOv
z?3j8_-ZwAly388iJDY9Gy1X*kmfdZ8^>_EeDsE;*STz3jd@;U!7#{8eH5rr~HKp`;
z%N!D+k94})FrY;X`gjND6le3SxDzL4d4Gdqgf%og5lY5+x6mV}*g{Nmst<;Dx&rzy
zSJ1T_7mb1Q=GBTgXe=<X!5jf}&YxXJGdZUuKyABkxH2-LY61g9fBc50sg}4}>y>J)
zg^Nm|?tGmbtCNm>eHLiRX=$9Wjj?`ye%T_^Imt4e=G7Futh&I@+xJ)cWY!IJuA&ls
za>A0i!vDxm&PoN)yVkc8W_<kYJh{!yavB;B1E2>GI9ZKlf;d5cs`7;X=11Hlfwk`B
zRNqf$^h3}2z&75%+`=n~^rILc<XzXKbW?3A1+qnV=j!UaGkXro5zYD|#jNH>^9~ym
zfqTEGuI>{saGL>}ijMOW)61~rMRKa+WEZv5q|bwjnqHHlfpplb6Z({t*OF3~%V|0s
zpVxEn2)8#Ywi5sWm|Yw>ep(oY)aV6}n@8b%b!~%8lue%e<P%avBo_v%fr^1{Xy4Ws
z(-#6@a9G|m*`-faExA@Yil<g4?S4i=my^#n>%}+J+}O39oiGjR3I4I_{`PWxXYO{u
zHs_0y2kHUDzY~JJGYWEqvqfo~UJv8o;3!~7Ata109;V(gIpZchjV&BBB4C9ntLGgK
ziO@FRu$YaKxS-|~4Kz=nMo_jYB*Ygbb{}aRFV7e%bq#&AS{%(w@z4Z*o7e=DVoWLf
zYG>ngKD$9pFj?r%P<|Z{q~Ua0zv*r%98gkc8vtI5@*rZNRjNq&{jL9t4-Wfz9U~Lh
zFoQgmZXM)90DpBnv@QYP34p|NKA`eIJ#<$62B4&wokkq^Ldp2vT^4tWW_Y^v>Fz2y
z^3_0RhN#Az?rhe$oEETSS<k7Kw({0!wB9}$dzU-nn%I2qOwXf86$W=NVEZx*;BBa9
z6||)k>KjDBF_IsH){@p_{&{1hLVUhP0u%Fyl7Tff<&H5s>x0Xv@oIZV7`?HvqICGt
z&G7w2e45UFBTqv42}7awxT|<h|K^x)1D#dA<-`<W1Q<H~4!Std-Kf(1oxB^z+6znL
znaq_Eb{(&dFCM#OUo7mWQ>QD8#a4%?Bk%hBxf}SnGjU#~GtHHJiD~|_N0%`af_kE?
z_%r8xSkrT+rrRXR`Os?gUTY7G9wtpJGE)>zW@LQBprsmAyv?AYO-{>CNZ4&QwJcY!
zD*GVZcvWpa>N!k91|@B5ppgU2N@2r8YC7}j^FEKEPxjNS(%0~i_gB?sK!^OV6Z-$_
zft*0e@q!z2+;&AEC^SqF*pG<bBGpOJ8$l%;&Sx(+W{)Zyr_GzkhK6N#g@J4^)}JA&
zs5+(KoGpz4Q=}Ruc8DbEPfS%skhedv6$<SIrrPc;xQ)v{ox_b+dD=ztx!+O&$3E1h
z&vI`tLyE(l5bq`MG4r|PzpM#BzwievL!6u?sc=2|-vV7s(%L!0z7pN3n=&ZJ5=?wd
zPB@uuFR3;^n8bQJU2EYH)%2TJ=K+kk8CHQz*TM31eUm^<uU>MWHka}I_@L3^Ndco^
zW@cw@aeV%_9u%!T>RR67<;N4aE{1d#ii4TaqO-H)%;lGD0VD8&6XhmYobyNImK8$U
z999H!RZHm@2uV*Ior$Pgm6hw@8De8&2Dcs^f&wJS$i~L9kJ|fV$d1qkKo}Md;==T0
zZrZ-bqL%V6J(qyxTkWA&2ncV`xK)|EwOBW~M@R}ehRz_W5f$#+G^k-0(|;l0hp4W;
z+^t)u_<r9=o?1Fl+uF3`h!9n-P6JvZ70~t#aXXCunLk9zEkJfO?McPrz17ZsNr<02
zOJ35T=J))wfLYBN4srO<aTT3;N&xqdnQr{)CC34-ygPGA8$0%P4H#3>n4(jExnYYE
z4KT$3Zg>Ur-wksd$ObUm;}9t}x9Y^}wE)cctg1zAHEX|9;Z|uA#}^v>9gF6BUq9#s
z$fQ7%FB+DWM-i3Ux0`{nZo}084JO2OUz8mqxk@m-6L{c^h&XqdZxIEWKQVc^ufIZe
z@@!Mw`XG7l$4ZcC?OwgRaCE$)=8f3=@h}Up8?d<oqWOV7CMZZl1(Y!3b7sfCZb2Ut
z!RS=Ag-s!q3+w*0kGs@m1n->Mcsf3xPuf&kjXXeK79ba7WV&)8Euo^mxJ`hZ)LfZm
zBI6ZreLM7HMJW-ex&NIDaCeAI(fKCn@t!-O7u@;R-(7mE5G!w8x8Ly;Hy49i01M1C
zZyR;ys`pPI2i_9b<+i&jea>p!QPe$Z377Gqq;<kJ@@ymVE=iaGtgZ|u;#^a)E+%&p
z3yY;1n6*%)9iFb=$J&dNODg~>kjiA$ehYc+KQl+K_jb3%^qx`L{k=gp4xp#imI`7>
zXvR!oFj{G1gjNg!S;9m!I$f0yt-zt!5kPZRa=nTLvxrqp<BZ{<p$OBVXWGRS!@RCq
zfWo$ZTp9;#=QOpA%5J=mr&33U^9$1@0g@u^(CAnfXW!7q@=-$Lw}%(kResio#r2*N
zD-Pvg*nl&wJfPdctw(6StaZhgM~}=>_1_E@^tVsFEj4TmE4o*vmS_E2gGbrl0|T2p
zmevf-W|^+XKqYSEr_<i4JnI(`1E&!nDR?GytWFFSs5ZA&%N|?hD@9p-vMZ0)Z06A;
zFHOl!dOGZsSjOZleWx;6txIPHm6xysQ_P*OEcay8$i$3xal$+gRIf}YfQtsx_(Ww8
zd2>kJ2UmLYYNo2q6l4=)jCi?4_e_%k&}4Bb{6G#o*s)nDjhf0#^g0R(>F4K#l{WI+
z_*_4K5R_(we+am}t)fsmCUN0N4h@D$ISv!JxCrCEthCXy<O*DtkP1<;wDg}Up_;gJ
zf=6EB18611L#xV4{70&Xac!cOCEyqV$1+s`@T+cWVZ|-3G<sJ!238I@Ie&aTI{~Qc
zUc2*hd+hvm$wJa7crWD=y$FO6rSoQ*4&ug_P=!`gF%iI+Z=EM)I;*JfPd4fYKU&Rg
zv{)`3(6t}Tl5!F(aep!2OF!$cFg}8mcB}un<C9%OH2*yYEdyj(%|WYXcOQ$CrDe_1
z=1D6s@bcn8h}4M&FK@fl&i*LplPCyWXpJ4aT~)q?_Hto~a~@7THoB8C?5TM#*5A-G
zFTIJAY7a1%f>?SmCdGdne&!J4>HTz1bT1I&c$nRD^ROVt+pM#==-05CY2oQ@{R3pC
zRCl|eBQM9wsS=tI@=|Wuzafk{Mz@$bRCl%D+CV}_Tl3OdgU6WGbqoiG;k<qU+HY;b
zLPACgHg7end7jJerzV{84Zr*#T9!{=RI#eyPVO7}G}346rdiLT7KZhiiX{0P&PP@4
z<N^S~i_cdW_wgDpyKH#V^?aV0j4Q%*<O}jlCn}8V#al^VBKrGZuR2pvDX}jHd#JE}
zlDz1lS*<VlowkFC;hohYRr7V~#nb&!l*iR4S$a&^jEn^-LP8Dizr*}@E#B=@>{%al
z<u8N5sRl0v8PNMx*%b<4yamWTBjwa^j*rHL%9_b++t?PBW9yS+OSwgkx~6%cdj=SB
zlAk~C#a7mEml3Pk@J<WZYX$X!0U<s<?Oi9>L#&k7y699~j@CwsPjzvvr)RUV@Fk^Q
z9=z{Tpf}bKM2n6uR~tJ`sbu<DqnO_F+zxXiXJ;!aC9lcynOZkdzgCIp;>(NcCMvnQ
z(-EQd@_DxLxGZO=7I{VQDu&_Bt67gw8eF(FqTtMLp&k<oYSq=6U#xu03n%I38}^n$
zYmS<+kqGjBa|pb7BRGp6)8w<!C59&iBO!}+H0)#-o4lR8y#Tf0pKNoK>(@#<bx`N~
zmsAMvVbR*c>W!8KsmRsM_5QCErEvdFb`I|=SZ`eq+{sDHgsKU@C~SI)^;L5unY}C#
zh?!Zu^|9=2w4`GVNxCgseqYvQWdC2Vw5QocM~hNHX=$wE#wbEC@BL9oSTRDu7tRwF
zvbTESh{g>F86RTOS^{!|pvH}ZOB?W9Z%)=Bq!rQRl}J<0aq(Zbw0w<1KJHj1wsnS{
zz`Qq8G*IAl3Pl|+yx>`AxW=m`ZW5cCH#D^<?3nIHdu3J3=&g?8SVh)K6PK1tcEr~w
zAo7JhWVjf{emQ<EO)1KDbq-!#1Ls{q6uXHG+_UZaNXIOKU$;%i_b0xQQ3GoYCNnO3
zI#_Px#f~uz-c>`JK6OI7Q!|*0YLkPlg2+f{<w<1)O-)$d=B-(~45RO_xu7{$R>x^*
zZVzc#CMFr2q&@05sWeuqqbDYl1hILboVU)HAFAz9#*KSvF)=Y6Pii|NJj`}hY^HbC
z2eo!Pnqv3G`{|qesk{8de{r~Ma;iQ%VXCND;^6LO6suX>xYh*5H;Oh(v7>Doo0$b8
zz|zv=rhShjp4M&ej`cJ6EMVYae6=F@u{#{rqygbyjD@lSpSV7PAj>Otq+`v97^0z9
zGMFpB0|5>k+=9|I@1Q?DZ4!_+&UPI7V)JZslYQ0EEylHNsBU0Krj8M6CU2~QNW|mq
zH;=5l{*)=LtWs%UVeGH(qcxB^hP#zh;U;eRwHDJbir-Q-Jt1aHl7KhK{|9!ekeV90
z0;*Nn`gJ;FX;47{RRUu<skg2RE_};Qw?OrnlCq+2J+*9m_ZUi}4?eULtBK8n&7#lS
z<>4^>sz7TU9owS^=8NO$z)`M*twR%ECw`Ilw4}s7mW`3uZpH~LBshXCeQt|rIayg~
zw5A$F^_N#Vun6jN7;UC)Bi?*BTk*_>0fuiF8K;D6ZLuBUpKI4my#+amc!oMBlPJ|2
zFQKWZE%Yt3!XSt(ZfdK)B`HzoF?y!FAInZp4@^wVp(povnsYedaK)bYj)<0gm)sj)
zQ9+fBn2P={tdQ~)fha;aYRZbQu$p`2K2We;@*W&$GU){B|N14MO<;Te(RLrp_L&dp
zLAU35g|DrxpPjw)5!-O^B%ieH3(D#UplRT`CN9}(acYUP*0&Z}vWz!`m4p#ntY}bo
zjQm1KzolpY9T+zv*Fxu!^6KfWH_mSejDVlkU0Dec&nqbrOtU6Ze>ST6#ID5!&8;tP
z$)nrijx6r>NI3lo+oq*+uXy_8Fr3JAf5<baG@KnuUQJ0<id08ze`m4(_4yXD)m3_e
zW{s+tdi^`J<1@)}?`@ffic`351oNQORl0E6axx1}&MpSVQKJR~#i&*}p7yV)y3+CQ
zufq|Y(la1GZ(~W(I$C_r^BYQ+-67b!Fqpr8P+XAdZHrb4xjDTREt@5nna6wfk?+P+
z#e!DM4`9g6j}M$Ng01sphVm&U5V2V@gNB3aGcf&>^7SPf2nE|`$|Jn@XP{X%!<ws0
zVAg?FAYrv+Q&!nr`KaN<YJ0rY`aYqKW98D~ZyJ!+uw75j*B_^+u}{v{tZcgB!l)7-
zWss19!gA^DZ6AlIJIS*$%jzIaKGLFWeDN!1JY4zwrQI=vIIp1KD?Ht}@h6$J%Gw#X
z6S~ywjf^jK)T%T)q^kH&U6t<oe~`(`53kb|^Aw$_3eC$dqR#az>u1jAZR>YS%B*~N
z_z3$va~VlVb(EErGmDDg8X6L%<4M`2!!OHL&Pyn$OWUVrTt#H&A_cvgP#1f&c5O7b
zHh%tAp`LX-B8hO>RE7J9fNa=+5WwL535D&bF(P2Rq3<A>HsWF=^9QxN<DJWH_Rp&8
zx}@*E%j~+MTS-Eurg?wH2MJ#BO`TX6Ni0HR5(JSxIrOp4TdxexlRUJ17N~^PWplYc
z&h40<4&7z?7f_gJs$18~SQMeea`C^jCzqy!j<_NcKYuE>f6c#KVrF(*)U#e#fzm%(
zihW@EgooGECe`TN6!jHi$;ioFQb|q04hlhgAc0Oe2fPy7j{H3#`<mYB-}BlP+d5kp
zHsRk<tbrF6)Yt5;2Swr0XI#igY~9lFB&fFmo58$^U(cu0ItI%z#l-GAI_k~%f2bBC
zuI`#dDq*K)s9|?$o9}6u(`}XV1pMs~9;x<I>Ui4=6W=c?q=<zz@H1*NpXA<kZD+Ix
zhp97aS8*e<B=TcUxOo(8$2Z%R8{tmr#efpRWCjy?2uG)%%pyOdqmiZhx5f`;qMIa#
z{bB=NtxL61f|7@I<F=0ZGfqV?>d#1;pOqBHOikx+Z>v`)T=l%(F%dWZjtBe~5CL77
z`nwi?hUei9J&RU1tp%5jpbYhYkMA52Ytv!(tEP#=^UBbqj7x=1qPjU;TXQwIs10mS
zf;9``92|P|4pj)IgNVPsJMWcaN6;rRMMXBA1>+I7;8u8PD-^LY9sP+3SE+ZCfqIaT
zUu&$Ayx!s{oLZYuTu&F&Wue)*=&g!*;-xkZ1k}WFL3&xCj7}0(lDm9M{I=M1dR@`k
z+$kM^)CD$Fa_bdAc@GgJ1hlBT(KT@g*<Eu2XE~|i$0Gstve%jH7+vL?0z7nG&7E`E
zuMNy;^rZfDF3Jdh`bs-)>^YJfh0T}L6feXmWSUoKVCtjSd2#+{w}1F#_dwmXKEY@#
zSU;h6c34d*`wPaqrpyQb-riQEWLJORX0!atZXDJT;+IO8W$;Hj{>(R!%Z5{8nJtdE
z1`|_l#aak@NY^`1Z(2`Kg%zKO&IIPFR`hpT#2Eju@@K3qnx;WYEKYEczlxv6Gj}M8
zj~2qSe@Ww@3<#9T(7}Ks?th{Dgc)E6B5Kf;9c!AN+x4<qKYTR)ql1^8&@QyHr?S$A
zxpL>U^5pfqN!$LsFb_gj_W32IuKn+;P2bl$urPxs$)Ha;Js9fZmR*PX3^#q;)V@F9
ziL<l+Ze|%;`0Y*m<mk`cv&4bremD!~?)RFnZ0M%wqAu1ZxgC)m{zSo(c4-nxU?k$1
z-?+PDKOE;WtCv$KQf+^)YWl`B@U+VD&C{~XX;QylJ8~uMN7U(UoqSIJ4WJ%gySr=l
z4$}JOQ|iF`D<~)kmdcjwO#a2JJ!<VvHtrc6Q^!^kuMSG7UJE?9F*d<!>kH-T>dl<L
z)-#&wjFgT~mv5+Y=?rYHJ=y&(P=D0YJ~l13El=)<v<Wq49-rOh#E$4g?Bk!Y23N&0
zCHy@Najv$~F9kBlJvQPOF8u7QsI8OP<Vp+3<cwCU{0Te-yzPF3pXCXo*#Sn&E9^f$
zCixE!eDD=w^has`-B*BTYCckGNWv*0F}pL{(Y%WeUN9@f5Kn*3hlU2h*0_5<#l-yj
z+qbVPD?Z$RaK;AdB&cW#zWVYBOPNW0GI4%ivg{pD*I4@fyyOkYTqtPzVfjXL9o=KW
zyJsJU`r09OHK0JfV0zk&PCk%kAn7AcWzwvm?j44H8^zn1a=&Z3Z9)6PA$0$&7~`Sl
z5-)CO4;GpHR%eWcw-RE?zJ_P8O>S=OxD}njOz~}wlmaODY%pilf5ziEZ_HkoR(5<L
z{kFPqJbUuTKD=GwjPi6=%e5}yuknanYJOgxzJQAy0cX6wFK=@Ko%m+}Ku&BK{er@9
zyO9vzKr{`~b{~3_o=y)XeUcgu%E`g=oL7H8G7Rm#6gMKTW>mMg^>;v;7!*Lnqw5V(
zq%C@WUzM=C_R*Sb1S-<AkKBzgSXeYU{qO#*TampTSsGBdD0aKFTsc@Dj%bBMF4-Dk
zinZ`rp4t|)b+Hqu)xJu_f9;8Sg(S`-nqPPx#|wwF<yB>a%rVl4l3iR;fj6fadZ~P@
z;!aeuDBBfr!?J<-^A8B(;p+ni7ftMhUwh0tsnU6c`QHXt1!PqCmWwIFHlsx@2aAqy
zc)gIFiwWPy^Y2fxTGHIFL-tV>l;2Mq*lQRS1F&woZ}7(v_j$Cwl6mUcDMg6U(AL2+
zU^yN^KvkA;>Nvb3YM;(vL%`=^Zv#$6r3;?HmO~p(w>SND57F3|gkk93B6Q}LL!~_V
z@OLITcRTar=w2S~kSoo*>q{L73w0@>PFgm<8xj%4J<#9W&u4gXb7$`xQj|)|Xuadp
zy&0?dQp(dYHN!n~c8-Emfx-PruG0mi(1(W&ZhhJR3jc@RW9mwOlre+_uVh$$xi0T*
zy6Bh8t6dVz{pHI!SDSWy`@M}Knh1a0tDGExPcZZkXaocMkeRvUzv@GJIb!a-B}YLM
zpxqoBy6>W!4$zhJRQC?f#@FNRtHAW1aZAxIN3z8y9JjP{4gG2Y?@0?$xRI8+7K3ni
zh_+}ZK_DlE<lvb<I(NpT4eQS~!H8MpQ-dGUqu~v;^Mf2|{DD8d$+FXaiM=y58nDas
zBrGF?`Q$xS=f#ca>suoopZT3eb9a57-s5*s6CC)jg)hF$qmIrJcJQADMAkr$Z-#_J
zGM)wXZ?3)c2Tv8;<JlA+WDr^Xp=VYvVn1IT?DRQuqGe|1M}CLk_J1?uHFHIBNw~H)
z&fv1kh=Hlr{$~ou;181N@=#<PY8=|@*Mt~YQ>_z+bBF9FOozNRPiVr6o{9C`E@KRa
zBHaIfVNzfS!@Nfb_4(<Wz-RS~&W|D_o__hypY+t4X*ajF*~+#6_@;LQ<GC^1<*ocS
zlv#7{!ZS&2H(-um-*8weUFXD=tpt{N;V0%gYmYcX!GwMK2Dfnxy#`Y1OROzwl@#PV
z;s5wU%^BT31V;%m(8NPMbJpz4GWj}8)t3G~blT2e%spBF-@Z(hn`@t&UEfQ=sE7Gi
z%o=`%&t$@m*rW$UD?BBz7xxF*#T9-n^|I$(&gHtFIwCiXY&f4dQgX45+lRy;qwmOv
zm$SQ6g=_z|k@<RZm-_Ea-7%84#tb$QuPW?9?#?Kh@4SW;)?{N^8RL_k;QT(fUh#bt
z6XWB!d|5J-r(D|fId5?#{j+y__e~F!RcWKuM4rIINry&=zoB|yC4Whwezy8O8;jgw
z-S5NpAxfDBuEdu{13eIGb>@~FhueafCwY*;Oax{?dc#8_<Lu0QXXg`pTZg^g&FFdt
zxs)hZ&XG6bpb|HoX(Pq<PjdF-X0fs~M2N4Os@u=^W{=PG?N?T&sdM1k0#cN8Bk;$N
zjJ_O;M=@ZBylKU2kPU7q%_?P=z4~Zd!TzUL@Cm~8{jWlHrISr|ad|~e*e`FD{Gnz^
zvr-5z99j2^e+5T&jfoj3bhSniZe>zzdMHnqF&+n@+g4eHfL!IxGE@q_`RDxUna8OX
zmP>4;MdYc;H5#6rT<QPT$6XyrU^vVNVT;o70zZ3~nok#mgV0@(XDsQiudL{<eV*6t
zg@x+0Sy}1gvEQ1_1^K>;$H)D<`E=6JI)4M}Zm!TMGm}6uFPb9$b2!O&l=+H52a=ta
zIj!+N&0~S`9Le73<MGOnhI_cjfh8Jy>u>2DySt%tQNEzO`>DmKXFIPn=Jbk!K<=$V
zukfkwanU_GXZsq~7oAoMt<K9ESXi;}3v$b%ou$oRANROxj+~!*F1>VBb-M^ToZ)Nh
zvV^kSv$7ik2X!9$agUma<?IU!EZ!Vt9#@wwtwTjjTBEal+}pm)&o^)omtE&29(6%G
z^`O#kowI817I|zcv0HbsJ3kM2UNQ}C`J+Z+WnsD;xP`ju;D(y^eTa~sJdWGx&+<ag
z-&yH+rP7U!+66KxISDIouUaS)t3qyFm$ZLBEqb=;B3@U@d|rQ70{PSmWm#zBaai-;
zUsYMF5nOk6k;|m!rtkab-AkUkE2V8<b1p=1+t~N`lt*zNRHiIE7jtzq+a7Y(78OYz
za3(d5jY%GTQMv-MJe}IIH_^*)_G>R#c9TA&qhI}hi4O~H_>cK}rfZA;i-_!onw=e#
z%bLj6v&rYar*+tc#~$<qI=_GTv=_$dg=Go+youG({__P?g?!MHYiEgv)9;LG`^79^
zZ9PuT$_Cxu{`JIm2`E@!6X#k9)l4~G*LRvY;BeY>CqZgAr-T;PDn{$6L+?)o!ob_N
z#c($3TjuqDk_i<9O{*o+Tky-gpn!?n#t9LhoSsMYp!`i0%UDOAsSi!^sEo<B4IH5r
zq9=3V+m^d4imBpoldM2?PSG2~zY5_GoygHT3uJsg!YR6mYl3U|RhO2Fc}9EtM5MIB
zK{rOjORmySG}1ZSo8(0u@Jfq%iG9oSa6WG0q>nPMrYu{1FW8}Qxa$ZT9BpF?H$$12
z;PlPR-i<rJ?awLBPl_fVG4*AD-nl55M7@>`gQFx^M=ODeiwYvMbuLJEwFK?ig*@LP
zh^15zVr9(~4qIHwlZyuilpi_0jTLikIOl`bu+Tnp*M>w=nweL=-fSaN8S#vw>4k+M
zXJ>m+H8Kh4VX^R}tDnD&t(;D*X1fK4Nr`?6=KVjK3;kmH1Aqq`Q-0GhSJei9=IWiX
zT)DDZ*^pS7pri?n3X)Wchh}1h;&R^ba@>34>h|iJ^#Ju8n#iE(><5TmYKowc^3;jp
zAF)dQ{p`AHb17=BX?k!kPXe*32Rw<9u}@7X(nfJ~Xij<($K+PJbX%^;$q_Y25%5&O
zq@a#zT`hKZkZT0*tVKHYXNqbz{C3_Ykw9~j6}+#$w2S~8h~<nOI=VQtR8>i!cHJqY
zh09`R!L66Rg_-iPcLt5o2Z@Z-V?a`X(gdg7@JSVq%O#$UPW^e>Njeb+poUvmi{Q||
z#y><17Uxj-2O<PO?^x5_ZFCsPak0M|^4@D+Nb1LJJOUFFygqO|wbE+*_<SRZ8ZQI+
z6;K+#rQUwY>6f1|{&8bwk)LVdL7rT9f#Jm^#ivXOAJfzV@Lb#CEW*){NdgDe8}MW#
zhL_gBlL3_GYos7QP%<5noW6yT(%z1t#C3Q+G!^l;Xxrj&t0AL%xE0K0f8V34`~Xg~
ze=gDW3Sl(*_P<*L<(K{wCY=zBS<V_!Q};#m;Y)=~ygv3_@9{+^|62LQx2XwP*l_V<
zRoM;u8+0NhS62$}YwRZ^wm}M*4*JsH(o`uLXYl<mRf(>rS;WK{m1a<52j?L87@Rln
z3?qgT*Z(bw2p+zG#bmkRev*h9SrEtD;PAliQnp}1h!NZgc4=!{iSTuLX0~s+@SMTu
zz)?hM(5B|Lg`V8+Yzntuz4vh3HR(p($jI#*oNrH7>^^!n(TFCtQku^YJd|xgQc+oy
z-PfiA(E8(!b6@Gg6jt2|%j>3z5$(sa;l&CVx3ujOKW9UUSzQJhHDkNqf2f0>&KyQu
zMFoo2qi%g8|HDPd2?luOqCW1>(}~-nyp)%bC=@k+_+JMUaQ!W8e8kwHe=~(_Z=^}Y
zJX_u#&S|cXCkTW*McNb%3_w;{e4)NPKXLJn7LyNXZ44)YHn<_=IECro7WJ%(*zCT(
z{2?G8;L|e4X;Dk*j*?R{s_=w!+NFDe<YHleQhKEc5$w&o!k?4wmT2FM8U%crJUWA`
zyXKL@-4H61mYrR#?U6ICJRZNornaB~_`*%$;s_zUkyouwAuTMNg&0|x4&px{G0zL&
zrw|sz>G~0KhJ=KK=z>J@A2i4PkEn}@R)L^)n63Fn4o5})mctQ-!xg2@_Ela!st=um
z!*2^UU5Feb@wQ17d#671Ck6zc_yiNQIJbB;s%Uv>H#b)6&erzLBudw~7<kgxgpLT#
zZAHUe>D9k3;(QA66;Y@DWT$(H^2Yh_=X5YVSrwHT4AX`TYso7|>i8^o1nkqJ5FLC4
zIU?!8L6JR6Q7;!8z!PiqDYBfF$2S4Ss$TQRnK_5uTY5(NZDZCO&(S-0joL9;jh!%w
zQO}IeuEOl}Qj*l8LULiXaw*>>g$cE9dd#me9i<nozC{*3YReNsFnGE`bcfGUR?15+
z9??BS1w_0;ao1k7bIVFE3EY9P5fOJ?pG#35&~-=X4&(y3=FQMmMXOs}sxAaIC4HK5
ztx?zqt~!{+%oYa<MfIGlDl`=pR${2^J!ebQTt9f99nq2XIje6&={p9vv@%W?hkKD;
zJ!lM7X;Cxh6U}TBE{ChgH8AcABRp%mHXj5*QCNK+34?6+2I8{`_S#xC_Ko4F0pQCz
zawEtZ0y#V8JA_K&e1BA{?YePzGNI<m$qELy(zZNZC5$}oJG-p<EXZ$T8}v*PlAmSP
z)j>93d?5YzL<eF1aRje6F(*eR)3M(Lqu4A#JU_hd?1r2!IgOJ<3u@pRY2h6y#6Irm
z5kKYr6I^J`Ar|7tcziBpFjjHePp&du2I{-76uT}7BPV`hqB+cIZAY)E&#y%oD`^x_
zy!6<HRh*CC7y$_Ym@a(>4tew{PYu#VpX3nQ`=j4=S&*a|4~%Zg_a9r)b;hK~SydNp
zr4P5=8xqx-YS~+~J#p}Th-hN*4Y948+S0h!PR`purT3FbNEt!0IoYUA@kS1A3CKiT
zvl^Q3W@$QgFgopzj!u1TZ3U|=JHsoud14<GOB<DZf`mqybXaJ9mb5B`H#N7V<1WPx
z)PkP61ZNm4^2cMr;`Vm?oqZ|#4d_pN;bRH%GK;q1O>d1NQ#`(T^YS6(N>GK94Do;u
z2*nG>Wo$$C%RTJ;N|ZV>I)!2p+3m03e@HExmz};JQKg=UuP;)?FD7#DH@Nk}=0v7Q
zv|qQT`h}DeHTZL8O64(!BRG9ljN;+&qQp(QUWA75zX_W%mKysL+wE@-!@RbpINH+u
z`u|EE^FL(=dcp0dF9a^lp#X-oCSEE2z#qT1!6b+v(j^{M)#pI{2B+5uiFV>7WXP=(
z<fXq6YE-)sk9t;ZPdPa8<JWc9hWs2M1O&9GMI7xqrj@waIXV8YC<xO^2k7~q+Ozg#
z=FXm+qS(M@hxXwS@I0Z24}EMO?;?1i&YUcSVbv&c+Z#HAE7L&N-{8-+9wjr)=;fLB
zLGlem8F+W2o&#zCS?tW?yu7Jd=vD5|4>m}lOln3$@h?nf4K0~MqB`E5h|=`UXYIkd
z|MddM&94`727N{gjea8v*UHj4yY!|I>$2<qfyr{t1HaX(A@Kd<T!s&_Ts}QvPR`VY
z?Qfb8G)o2l6DcoQUC&TZd~u2eqdVv?6;xFIT#OQ)>~9q&uxG=MZw8CRtzs+W<>!+C
z8Ula}0RB&<ru7U*&whYn4^7YRaIv=r4H!4LX96`8wj{qzA6)?n4NTcoZ^%5)rVlY3
zt3T(~MSlgg(}!-(RbzzXqIdo;uhxt3-=1Ly0$CK&kaWD@#-A|kXJ~`9^)7f@Q*)Bh
z8Prt0$W17NxvFT-6p{3e7W#nF+?5p_XKThGJ+H_xcHQ4aMR-;VgQ!Gn!4jmxzw_TO
z;wNR8N(+b*b<o71;pu~c7Dar*(7%0@?K!-)r#og?8Kh0+&8Vvp-6*WT+kdVqc)w(T
zg{GuHebi+#T4`ND+#DYdoKaM(6A5H`SmhblvAWxYm@6V#=O#M&2-rLpwgD2#?(PN#
zRx{r$^4Swx_W0XdSb%k~9X`4U0a@ybP)1;2LI+@~KQn(0^$izpkc<&2X^Z`9B3*Tu
z6Mpv^U@N@bNoq;XOp3IBbSIj0C>>AltNEvvFn~Qx7bV^Ml|vf_VlphuvV!tH*@%d`
z`+*kSKoM(5Te7==HGZTo3(DQaN!ZmxJpX~Ge=ez3^yaLQ6o;z~`_aR7EvOzf7`Fz~
z!zJp~J8%8$BSs8Q1tLny<CT?n_hhKBFQNvFK`31OJi;=c4Cur0c|C~PN^w3!8#4w&
z_6={-hE+LHqhOOS5vZyPeEtA(R-cd%qr)h!r8>WIhH<EfJb7G0f9y#VJIhpp*FHXa
zHXE7G9W!Y164+{9(+ncYD`@y>UF)qc#C`##DQwDw#u3&@%(d*bx}t8RkTz($iFvn>
zTP6_O0RXuhQgKO}<NSrN07N`SvnN4I4Nmo}$943vay#Twm8Y9@Ul>yh+QBo3lW&X<
zH^NL#!psq~wJi>li@DB2cagO8rQI{XJWj`59`()WynBk?O4yt%?p3Pukwcas<wWr5
z&J2nPvVXiir5AnwY0(WTrSM8!kkxX*3%(?>7zL|yzp356<lJiw{@(>v*?1XU4)*vY
zm$k__JELNGI}qTrvpgmCFeN|Q>3HgB?>Re}nJ(XT?<GY&a~SUuDeZ&$Wf>6>RFlKS
z7Xj;E`lj(cpXUX1t{nfLgVF{`OIbnnBY1xI0q{Z!`W;0Vk44TmgDT6O)jfS4zfBIW
zI5_5$erwJ2ta`_3rIe<9x0MpUhnv&A)^_SKk5URm84Rm(xp6vYeK=kGDn_ie%$ns~
z)Uq$*H63x+4fS%NByTJ$9765(+Lg2$o*)Yf3U(&`pf)!){HZdA&yljI8jp`DH#@c}
z(#C<+D)fnWdT?yFw!E{z`T88F@rHLxP46U|QOD4HI}0V^fs(GI?O-;j%vuLwJez^)
zs#6%E?Kg}~AoagR^S(kL9Y+Wzx*U(~?fO=?;eFqG>3E^f`3-m+4$w0-h#dBB@`@}U
z2%MeU+I$5ZSx^Wb-mlp0o;iHr_X?Bv@u5~4M!`}z_dvw-_iO7#sn-zx&~up%Z^=34
z#~WW^{!J*oS}oliy`+;-)amG69S;fSjf0?9a|kEKdIL|{QmKt<3~KiI?X!LlamQ}}
zvv$^9h#G?6?dVVEGrR#~Llyw{tJ-zbEF2&2W>khn^knf_Hbc&z91_wpfiB?W?*LtU
zPIK+|n*-Vm(z)M0a-|<#-f`c!KtjAT*VmHx`6<!#<O_G%{qU;1S{Yd}#^6J2E(1k|
zOta2&@aNcgwe^R|Z4L)Y-1=jw(V=O)mk=+`hVPE~7nB$noyz5=14t9V-0--4yH<DF
zSnjsY5LiHZc5rhlvauO!xX~++BV~Z`FXaL43tN*f1V!lc!O=Rx%_w~GV9(=yTO?sy
ziH?A*?0S@oJtQ<DWJU&rkB@I-XIFNH9I;8<`Mb09ygJDEHQlwfOKjKk8kk{4`_tLH
zs~bntcU9FpyQvv)XXSzm&C@$Lrq82S*SE$q6~}DWOCAwVyu9Uy)9DvpB|+KsuUc*k
z-sTM6<NG}F;Fyyv^%fTu{Q0Jmt3MhVAk&|ju2{<*8`IlMC1T;w1+O@G(}bSmLlj0h
zFV3g~w`ycI)XvV_n3+)l{Wg-nv&^h<<=85~P8ia_ghcl`U}6Fs#Xcz09*bs|)#Q!r
zfo}xY+1r*Zv6{ee{O;<BFPtl^?<?>qka)Phs|b3_K|r@goMp7kk9@Lms|92*k>iph
zQ({wcHU9h3v2zBCzY5YsxZkV|=pe5t=}TkmR74cC>%NDVw(NEPUm3w@b_a|tlk=u5
zRYSE45HLw(0QkDUdZkqZ5k<uM<VsJkE1r-?(bl-?LQ6(wvcAu`*hTS^qT&l>J%`;B
zto5>7P)P|iSFKC?f|-uKNkJ4~jNb9g`0k=fpgSF|_@@LN`M`AX$PRUPFV@N{Yx|Zn
z`rhnS$_`-Vy_<8d5_4RxQExh9i5ogxTzRsw4`o<yBu!u<d6ObcU@ZUMfrCJ{IVE`G
zS9&^<r&qDv=^C@+5zURsJA+6dtcf99bOif)*Ev12wrDuvQBk$!GWwcM_hv8Zws;0f
zpleCyD~{pZNAY#8eA=5Kg%6}5L^xWHKy0)zI15I}={HkVR#8FO`Qj(QuS;GrG3~}-
zcLe)1XNTU<fVVR{i@4aKgL6o9ef?J)?53~$@reHQ`QFX<A>;3(SdcX|M9a$Lo8(#k
z+ukyQ|7~xOK^ZKxfeH9sOt;DFo~YOOY!JD!r$p?5QONXf&@rLv8pAx*omlaysG6{C
zL+p(zIfEOM0)f9`&25jnjw_KQqmVl%3jR^<8s7NOd~~61Ch6sG2)N_@n}dkkfV)CZ
z8aODW7JL1It&d)6L`0*t!NbXK_v=QiXSi0&hEP51%K!kEa8-K|*tG1_#!?<MD7wQJ
zLu6BucU@8m;LoZBzn3CbIE0nE9a}xrU7_*qZU*E9vyF^d-fRZP#7OS!TlD`{9Q)oF
z#l+xZ4jOq=HfT{-qm6iv(b}Z9MFWTlbh)z?wT#^pc7zO0+HW_of36>Fejd<vg|TFN
z%ga?yl99xXfav&HQOZq}6|0B?mRZT`K$};3<H!X7C&|9RFe&Q)qb#@nQQAz(x(bL^
zw1{vF6hEd*ePxndiGTfy;I479(4S$@pP=|HgI_NDydntg=~>*#rAn8V2ci9n-T2nV
zc8U<2E$4Hn6qVi4o<nlW&+xSvxHq@6`r6X(2oC*QEm{HxqZI-M4C`qGMk|dWYo`mi
z=`5vF0SB+&^QX}@;R3qlsJPr)l;r~Bg0Pil8j3;^>%_}`^ImrX7n|*4$uD$n!>KjW
zI)ZDoRY<P3hx$k87$t}Du=LG5(3z+IW2r4B!9{$8v#b0-vkgVzPPgK*H*oD$$P7M+
zfQt(+IQ*i0NaqxXGehUc_ByDC5gFfN|L01=A+~bv68M{`fib~$XTm5vx%}<Y5f%>n
z2bAK$J)hc!CY>#fBY1_2&-rbK)q9cf_(~Wq#3pUil}?#aM)kBJqvP4nv)yttu14KI
zM`P$c3`ga1%Z-7>Vvuy_uHEMm0?)<EY_D2e0T*{q-`0m1;po^8Fx|=Z$>H@<Q7>+X
z6yX$<*^bvav|U<MCGU~bJ{y3P%y?fZYf7w7K3cDVbguC8toeUFo%HPR;TGr{ly^zC
z|HK{`1+0I)0d8nxTA;ojK6tP)T_&%|WltK~lX+(AN*K7fnzEw<5nsDsy_ra?u@u$T
zrkV?)*kR(lT#P8j|GDZzV<|0>^#yBXqbs-0of=A0b8iQ0FPwNwyzNt`OS-D^lz_OF
zaGwfO6#s&v3%Acqz;k&SquVLac#D?Z&}|$-8JXsY`DsHtladVskUA%7Q}_?spVep7
zl^)B=kh{HGus?RYpE$C<g#gY0gQ@Etl#y<@LhS4KUN^kLqd|$M!v}VPTVi;8^jHo;
z)te4lr`q!%og45Ci%`^#*9?|7Y=BeoFE6+LvHhA4sdi#<h}ik%vco;4rIZMT?{4)!
z@e?n2CHQ6+4yWe?`Z4;w9$8vG%JhPV?>8`|NJ2u$SV8{(|4cgifIsf*sqp@B1=**?
z6RATsLBaSrE2kb&LM2saRk0I5;R%01WBeVItL^~P&@zD?gSvS~5@Hd>G%`9W@T{x5
zv)m7l8OvH{d&$}Ic*+tQN{x!O_O*qVNB{kY6LKnGn&Gd}6&|Z3u)KAHLC}bKOz9=I
z&TssmxZp(l)Y{}4^!;S`|GO}6`r~{5-jQrA${m7>WtUuZsOVHA&wE<^FK;jQ-x6?t
z)O;r<3biwXdb3aejv9WZ9z8hN)czeb#L@Eb*R(XJAKTHKWC)ckqQHcsel^e8DZLc3
z%%&Sq*$m6}$nyqY4N+_WLNEF?BgA(-^}sl>n0ii{(hbIeF^vBq&314-%ADsBrE#$Q
z4-11bJjAj6-*T^MK2YaKVT64EJxNA>dSErb*lH4H?)OxUukmKbjP_Hy;rJ6s>p^dr
z6w#H~G5V<s(ieLnQnK2?kAtBID0p|n-3leNUs3He6`P>ivi3t8?k4NjxpQMG{HQUy
z|I?V4SM&;^$@LT|GV&vW+TYAP11t&sO3qLHy+M`DJIi5rkkoxdhS7nPr1M78tM?Q%
zC8ihUgREsF7IT_=!8==#{AwZw=X>vMD=b1VTlEA6Itgza&YeCtQKDEZg%=5d{fuw&
z@lL&#N0Q1H2d<KZK07;hWI{PJyY}Dq`BW*A0z48TfvK(TZ^^Y*`%_UkJ50_S{uJpg
z-;^*!M!xJF<ZUlH0|F#$l}Xl-2}}1nu`Pcn!%jjahNvHvb~_tJA3iku#usuzUtG0+
z!(B||u^DPa!@;L=p%7DlC$_-&QCWFP|C;~W_Td5D5y8G~k1Vb2Yxd(PAD1THihW&P
zQGst<jv=oTHdZjIi!_@0-JE(Q2^=s^289IhP0`{9t14<931GBatA}!b4BazlbHv9D
zMSc0<qWmTv+TWR(A@jB4C^)9`S@r)ej1<vgvI43lbpaO$*aUn(f*JLW0+NiV6KY2S
ze*B;u-+YDAau8i-6uQ<|jN$*5{m8ATZWWM2tkVJ!4T)4(viskFmr(z3%r}Bdbz$G1
zrIfc%R#*p7r#*R;YycNjnQ80XwP{4P=wB+q0(uq~$A?gFQFW1T?l(vecpo4Nu|$Cp
z@e@@w9DHXmx7fyfSJ?1qbs_ct(i!bAUGByyC_)(O-Ujt!%Xz9)_4REzGEEEvg=!hZ
zx!F)6;;+%kAq@;J=}|wtl1u&Eu{fx0e%=pdKxm9nHb0P=tHI%T#z@3F7zo0CcYW5`
z{!0eA{iGi-`;>m{H=7}4kxbIgNp5L+fq<p$Y!?6Z(qi6EM_}AV4uT}PP!}IK6wySP
zPvP(MGg_<`mo7dmCFr=LzmT<J8ACuzuwATu>6BiU{VOnt<P}J4<B=6*hO;yb4x~*J
z8g(DGr|KB}E}?sL;fLR+5MDIt%>6%7ko5g7V$L8B1T(&H6~mNRE{b@0+<gq|%avEp
z5BRP}oeW|x8hh&+^pmm%W&gOTcCtbI;(^|o>KZJFx+IfYx-%N{OjGz_=rVw76ec$(
zC-ekG+&_rpTgU3!R5Qzqu8?nb3}8I;X!KH9CF9dh!di^vfSw)XR54=t_VB9x=%}!|
zIPM->rutB_+c(iLci{Z{4<?1nhpT;seJ=v5UH>CA^6&uA^DG-vv@65>zK{35eUhV5
z4i4*324Ydr;Su;tdXQ_@IT>CaZ+|6+p-Q3!yWRL>`?~=hgw1;EB>{$IxjImm{tkz9
z{XQ%pEji~=H0%7@4ayjYp9aPu*BN!Uj>v!xXv#H;frg(6gDFe%x(CR_N0x?>D!W}e
z$FVtao;STMwRkbOxFYrwNu<UaC})M#3Mq|YKkN%2K<w<A87$1`7u}rFU=18op5ERn
zyc1&ss5LM%n^E;)g!n%4<4Tkj`v~I*5h?Ut{~?-hAI{6C01cOOKspP(rkH*~$T#6R
zk&z99)Z|FCEDEtm3!lx5PH-Agp*Dm`><P@)L%o0H3<F#C8qDbc3ypf^CG;3G{K)$e
zq_hh&Kaf9))E!Xa`H$gR*;J+D5xzn)_I+fpeUp=Ou?73j|1-v;@ZwzkyfIcBf8(x5
z4l??;pYg9ft|2X^AWl#JTg{@U?F_4{V}+$ewbt1Nrs1sv!_??-M8OiD-2H^fiAi6q
zHjP><KVX1OJ==20IOV?Njc(tPVBV`Utl;{4hS&Sfor2<8ug7}=+Gm%t6nf^h@JU&D
z<s>H=#ix7|fLxbQzd^Aj4JZCR3K61hFduVE_V^oY<(1L74dckf_twpwEGMOkz(F%f
z4M;}R;QYzP__srPu7Pz)`7p3?vM|3O87owD1_OWP^S#IuyGGnAV}lq2w@(}_6Do{c
zToCV{WVGm{{vTgo0Tp%Ey*n5nAfO-(qM|4uCEe0WcXu;%cSuT?grszLcY}0ygLF3x
zb<g;I-~ZnGuDkB6#e$_X^E+pseRe$i+2=(3pnLWZ@}8PQfM3Brr%&u#Y^RirTt}!i
z>ET%b*3?z6WOlA_l{MyL?Q|glfyV%KdvaQa;Mdl%R{i4Xt;u^pPo*=mDISX!fqq13
z{}9vO{?Wm);(w^sczl1O`0$`z-q`p}ptZ{}5fAd!P)(*E)VtHbEX~ZCy^-q+X{iX+
zvD67b1Ddcf#jmXQSN2y}NA&}JT?=g(78^Wl@We(oof)UDhbti>Ug5!s{Ar!95is9b
z)SMk55AB!tO?)#nE<Ba63K7tmsE%&N*;!^8sU`Uw%;rSe1__Ha&#G><j5=Y4eSpCj
zDd?x!Gl^8<rdO`|QSKFLhTgbn%qvTg#vQL^(kiXq%w<~IA+1`Xkw<H506`zUIRuAF
zKL!cZFl+ns>6(ry%R_2;)9RokVzp<ZgGe7;O%e0t)Vl_`Tek1dVlM0ZS?5MxfUSG<
zRf6WGagR+OPTVJYg8<KvH_mt9w7JtK_AMR8G>84iG9Re&cme<VbY~0sA<nHEshIug
zrq1d99v~$BMf1IBec^PpHxK;>7h6X`j{oTi#Db+cN2dN=gm~f#Cyq}v4z0y2S|iM%
z64D|SWUrU+^;>#n{1><0<zodA+4^_WeC*<WPqI80wP9#F(7M!UN@pN!AZXk(K<-;(
zbb{XTWakm-9yMK*9OIPpB?5Y~IRBspt_jSD*2b2BkgFKsw$^d!aGKwRk>^}3CtX1C
zJ>FM4|LO93^c9j!oedhkl!AAcgUQ9OkbXqVYjw8rU7Bt|YEU|#I5WG+EaViWQC)FA
z_ObO0*N=%+2C@64o#ms(B<Dvv6X@ZWH?3?fk}-JQ!s2eI3Ni8zy86V<;DIs-7+9Ro
zSh+M@@bYn#@#wROZ)OyGs-<6QC2GE?5D|6LVjUZo8|H0A*!6utw-UmL>-DCd&T)D1
zi^DOZ>3qgTl}C9Yr?+3*vi5uk%be?vZxxF|E#(<6A-{y)E1Yir2>^(ALd}n$=|y4z
zkUhHA)}`5l!^5_iZdo(3y=^^HsObVW?rv>dZf%+W8`F8y9iKpHUVDEi8C6J5F^EMS
z)nhO}SbUf#k1#OsIhm{3A1n2-wuy;{Uatp8x#sH}d*9L#eMj&R!A(xHHh6dU6Z4!=
z|8hqIuslgYG`ipG8e4XX2c}$NYWq~)brknoBU8`>B1GUFHfGbe3`0d~)OG^nfSXpU
zd}VuN(#!+jq(ZXuA`*XqFTceEU+lpoUw!>S=8bhXYII)ML1Y-66sX-CjbC&DI*fmX
z2+{;0Fb#QugaD##8>?~mqVmb`Y43oReaSEJ{i2ieA-XK=ASaCO>#^A=fx0@*RLxFE
z`-VRL0FH4GgSs{#>2i46tH{X62mrF?6zt?#-(5adNTNjRQa5|C-aRqM`F>|hzl^@-
zE$RF-oiZ9q_bV%ge?zy1>gG`64uj|V343FW3LW!<#XCEkgOlENwnmWN70-NxZKjzG
z2`Ep#Y*iVsoGMqNWf<zrl=I?#r2V(Ptsx;{a%uGJPLb=GDmAU?{$lK@+{ch4aee{4
z;ISQD);?V0px?;~MGI{Mh3{nlEZP32l_NH_b**Q3wg7m<uN{4J!D`%HpT(j|zkk9d
z!N^y7xI2&fBPP%;C;(-sf|AyjVyKGd7ugk|pBN)_%+6$nfrvo5I_K+MAV9bQ-B>%6
zY)MU>+{xBXpy_22pqjM7BkH}X6w#Pr6VQvWI%ql>9;xDK$@g%W?l%u~1Gasw6U$2d
zRDK;%n%%GTcRyuEd50e@9oZ8#b{59%Df*a*=gtfW#`63;d}@yFUHbLp%?I&CIvuTC
zfE8{D!uDkGDKGM5pEs{Ou8Q9n)nB28Xpgj`7gsQvjah=gFQM_~DL}gTQPsqP0?vhg
zVcb6bPO9G{ZgOv$E&ISGeJiQ4ucefmMsp{(<&-(|!L-|}mj=|_ZO4G8pf`NEVg1-=
zjm3!!Ig5tFrzD&j@ys|7{oA>u+^zZ4@+fj0xW+&$;zRt0YVN!0rz9kl-o9*~)B;rf
zIgg$}iXP(rjX0#-%3UyDdw)>^J5Z6Te6vGXDL4Po`Q9p3xXpFtW*0slBu(g{OeUnT
z5O_y_iu?P-Z!f-wH~xvKnX<n`00AEFHH6)Tu_jWHMza^w?|9(T(JMME<Ekzo6SUDz
zJCFFtB|WaU<fVB?AxR>wf1baV=8kzI;t=6;AfF6(OiQ}PBb%$vHda1yxfEoBtlt?a
zQ-7TM78e$h<>mn%(rauA3X02<3m!a9J0v&N1rj?us-M*U4AM?cTqY(#1g;6bwFGbK
zYDr7;*gut`mh2=uD>kmbskO5Z6y+uXjGQRmik|m?Hv{%%)cHm7CpZ^0Tivwy^x{O3
zBaMA@Ee!EbJxxnOM%S|y^FZP}zkvCYwxQ2Rq)1mfe_pxkHc+*GOT#$o$}|Q&0BvCs
zE=%GfOjrnJb6-0CbZddq(mz>#+FzJP+HSwo+U8&hFueQupcKVs#Kn&Ehx>_}U5?Ht
zp0sU#52=*D6mcQfSieW(;jsfW=yE`(fUD6)5hqBf$bC=E1I-&{gW}N`P0$}7rhf;@
z+qY&g1(sgij_lG-9z(HQyL<O01;K8r`U1yC+ndE<`*}!$SZiez->*g98@={gI~(7)
zS_-m(nNT!tH2EIFHc;5j&X2e|Mim_%9&V=L7Fs^RM=I7EwJ26Ro}3OG3+)w%jBzaf
z#N0d?$?gT>Sm`;DJ~g)o5Ly!tnpQ8OM|SeBH~<e{8)WgodZOVCwP9Ug(p&yf#e~_O
zXx0)*hq{Y%cJA|C9Jb9pVVP#+%2y#lrN_w(#ppOaO8Fu>(7E9L^3|09daEZfZLtKQ
zf1=-q%H7>J<<JZaMn)K6_+R1{gZW>egq+>^mQ}tlM6>qkTE{ZPU;qx3u(UXTL_tG)
zMG=7Oi!76GFQ!(1NhBp@lg1kXkX~w4=MYyREC|HwO+yJl*-<W5mh0-J|B{G(M{;uY
zSDQ;7wZC-!zE7-H44^FKO@ET=XE7j^daA?*HnvYrNmAb+%^(O_qVFtUs!|v0t!ett
z?e32)Jl}@q;@x*}0Ru)`Uh!i`A`8b!`2%@@Ztc^YQWH~;dsp0V-7@D|*OlQY7wio+
zJ%cn}DJdcC>oRh3JTd6vn<FjA0M;)#*nD_Xat68`^64ljAUFk^wMvuy&PJEop4yz;
zW`#I|o4!&S`(E*B<f^-3KdJo=$v;qZ-K@P|)-(>{bPw^UeNn`dRJeX=7QzZ9T(}_I
zQmQfVnwksE`MxH!k&`neE04Uw8tck#cS?s}(CO3vq!coR3U<JN4uBHyizwOF-=D2$
zb|dd&VvtOxTX&wGtoUqpDJegQBtyU=gRHNQ<VgfXB<X6UI7<M65=u_dNikqHI)q&!
zCeE@iclm^)+#WEpXFbu+JYL-UBK0FiLC1KPIH3+k<aJ%yad$?Vk}_b@74}`+jKysk
zxsxA>R@sk(95e`REE4mC(i%M7AC*tF_CuTogyP3ojdP)AlxZn>y3A2=ZBXN+mpFK=
zZ=PY1?YHDcB{xsSMh}MD`+uE2JpD0X%`h766w8$PFf(||qq@#Wu@Xik+>`rkcpA;M
z&KVAXQEbS)1^NE+vi8IuaZY}wF<H5z*%h}~mit#sE+mh!NKyKGfTPALv32LbaUUi&
z<y7w7tp`MTK-%DU_)gmSXV=@;mmstMmT+cf8xL<em|9Ex#WPcVY7Mt<Qfa>bJ4^f9
zw)JIr&)epalM20>uT_m3v0~H9@4=5LDEQgoFwhusEF1RbB8jBJT(5=}u&p17Yo&%C
zW$4MV*lg2<Bs)J4L4El2z8x1;-$tkQqrXGE$^&{Vr!Hq1>=#iwZ3FQj4tSV`^mwV+
zSIX+dyimmXy=a2F2QS?{&57xAeHVK?YcgA2O_eQGbG`?=zW|Mzj{aPGzQ+)t8WP#O
z;%@mFg$gwGQ#1HFJ!7|<^RvWleidG|Z1XRED17x-Iy@{6gE{ivm_7$4Z={rhh%?69
zUxUOW{2RLO=?RasyGqSf1C8-@$lGr%jl%!s0=&xPwtXx6mQ2t|k&y;-b>n68d9ts^
zxMy^rP7f#)D_*XCb*PEcxvveE-a{XK#>glK>dT}QBZQzy<LIKq50CYX$)q5NR@Vaq
zaJumGf`1FTx#6FlRs71yaq0EI{3l;i3~*Km1JFbBR^A|Ob`>+|9Zl{Nef1i_a1xys
zJEh-V>vgd)Zm}KJ;bqC@hE|D3IH{w^TStfQ8bw4kR%`Frd|5$PB5$qhJ)_;rdcV{N
zl+%MPAF3vFfZ<qiVmn<I;sK8iEN}5bBV}i@irFj1TTZf&CoKu&i9e~gxXUZXQVKG@
zrA7qkyN~X;X_H0YSia0_+QOhj-MX8*c2rruzIqNUg4<1{4J4lmEyIaR$w-{}c7DFE
z*x<r&ch(+*&)2MFQ|j9$;nsM5BVxdtWi7JQG*>-4E>1Nu(1XMS9Fwjt_N((tzMI-3
z3J$eCTG~{!`uTK{p>SM~21#hFH;;A%ZApJ2Wu3y)nO10^wY=lWS7CeR`>|usCHp%t
z08D!g!6KG4#kzJhEK}vWwdtX;csp7v+0R6Yusvgn7IY4{FG_Y}tU<*V+3UK>$4F$G
zAty*Y;R}C}de0HtKR)ZVSca;-Cji$5I2?aIlrV6Tx_U^Bt5^(CY)rVQ$t1J5<9J3u
z;c$QHpso<x;QTEDb9iudtpl|+2oGVCQeiTv%ph5FfkT<?tE>{Mz?AbQ0-%lYepWH=
z`#FLvUl6sbU-`;>0jDKq;cVK_2><HRwU_Y^ZnVx!EV|V_W6<Uw-?WWnO$Ybsd4_1_
z`vk|JHUrF()hxWtZo{vn@13#om7e?LSYv2+&n+BEdd7DWiPI}``-cL~oVNB2oy9K<
zCi4)!zM+CxrUKGdUUCx(36Q|ztE~6*v_8`aI`~f03DT^Em4nF8!zPV^)}~-=#M5KX
zIvGmA?T9EsdyUuSiNpZ%qH|=6*E-smr`z9AyeTcFF`){MrOr`uIDUf^sE{alpOiFJ
z;}kpRM@77+tlfe;-@I&L$-4h8`o;$5T}BkVKjiuRT-3hU!~W@?^b#fT3ip2-zHv8c
zh(TF9VxwrGWqQDS>(d`0M^;+s3yY=ZrdiOJnf+mDP2^X{eG_{@x;L(;Qd1Ic!1E|y
z#KZ3Q^|Yc6)w;$pSRjy`HV@R&YSFHJQ6mrP*ExaREDkrXl{byFHX#~)3D3wbXe32=
z#m$iW#I`p0WF?X|mM*9!e`V%+8tL#YZ-3z3pkN)MoWsUiCpL^u!2?(t3A3u8krFo3
zJquoLZt1PP>4GpxynAp9pj^_rx_sb$u&e9j_H}ejmQPPktgH?pGbhJ)kPEfrclcg0
z?1ECUYM+2i0-etg2{bAhpM%cgUm5R6xI>eu^-0(==KygG6yuh*dWoi#2vh70n9DD!
zyfS^QsJ>brUXu33r6&xg#iQD1$t%|BzS6%tc;b6@!LwL6_KsH>-hK+5e+Rb5%Anpu
ztr_Xitq1}E00Skmv!sB6{=#wT`<FVq8_tfsy@FT6$HFN4^L3a2isBU#^4gOAN3X+C
zkB^{OAhSzp+lUwnRrmhW-HiY{e{8mh!+}GH`sfj4XW}Rtba%aQH4_ohY<;A;!r#nW
zGds&I-p8wA?qpfY1$TV5_rx5o;a=*A^M@N35A`N^c-7%eO5Q2<lavvllQMtW?ICCc
zqcvB?RisqBcx6gui??aKx>tu8`;#Hr?gA7bVvm~Io){a1K7V+Fm)GWz5!~O@p}9Th
z^_%8{5I?hhC)6lco{TCiQYDq4mxnPrDG6u2e=h{k-0~MKh>a&yJF-?i{{piaj4J+c
zyG?6Q8+3noR(dleunT&p#MMPR0sAPWpx~Psal%kT8fp+4_BBjJu3vEA8Z(DRNGN@<
zFa5FI4W`$)O3`wekGsy@59(s6;tjUr{mtpOCe!XnGJ-yuEgRILF{8SG(uenQ&u@9y
z?Tc%o-#pU6UjYxL_~FrdL?45$dSIf{LC^_IhVTlB!BVd!2!LDa+xgXBkug@>x#|x*
z3JBm&mXX8W9DW$f;LltINUkDPTn2+&0)t5b&L?sN@G{=1DCQmO)supLG+JmF_e?dp
zJ&Q0Nli%n^ww3QYfPgSny@8`jBwC{FmfqTs7PHu#q|V~P^c>3%kxnf@wBA+0GiUL}
zi>Aw--<ew_v-cY)b~EJ@c*B!_dGY65#F?>+NT8$&s8HW(esVF4#dlT6J_9X8eLv^X
zKy_iN{ECd}#`a;F5K^i=4F)WcLI(r$)AEiE=oR3dRwC3n24?gnwkLp=6Y9>1P~A9u
zT2rkqomEm)Vo_(R<9h2O<zx~;CDlv|PAz-OuO^1A;WqP}W^_U4Y9?@KOtP)IWp8Od
zDEYkzFYgE;9HM-ES2<Ou?>%B0_yFQexEdO*0MqXvmzAG*1^nYYdkw|fec7j4i)H*u
zQ^M~5Vnx5vu&HBa>v1C9dq2bf{hPX-CcbDT>ndC{rZpdMwRyY<Ca(ly<qJG4R~^)}
zcK6=VXFb4YGeNc6BTBPiR!U#q3M4WK4DJG*VsKJALPPzpG_isdp}{FH(<b=w6E&^C
zl!2m$3HP&5O>PxYqL)u^ag;@4#&tpVA?Q|u>nx9<Q~M$ZoNQbTs^@^neRODqgLChM
z*z|E1iJg)(Q{*}{c|yGv@Bu$w)#8qg$^Hb*hs3bkkZmYBXrc~}*9h44?huW6%iKem
zTjDxvnot)Oq{a7es7Zsc_Ppo!20gmwaH~2kqg;LABT%=nC(&Edo)ZBk1eq@y9kg@~
zWq6hG+MK~o^Az)yUmycAa;C^@>9DvYKTe^SOIlVqMENRj+6NIEUq&06cBU?xzxh2t
z)rrxR><41Gb+Mg*Xu;z}{O!N_Fikgy#7F9!cF?iU;zo@ejf05yd@r;zso>ow=J5K{
zQ<odqj=;_7D4^4X8<)KQ+jlG}1Pu6V@33_bwhqv;|AL4!+52~4e|=h4XK?cm^3S%m
zqw7*q2yC`1wmw&Xus)YLQu)bHayLDN!Djkl0z06TeB*ljJS0)Xv!Q~n6Ws_27YXzu
zy|H?G;Yz-KZ}GsrfWUj3fC-(*`TLX(#&BL4W#v7SY>uZ4NIZ&5X`AzcTxy;MFpLkl
z?`y%T{7N*HaXG}@0!{Nk=*1hqRr)B7u?7o0(Ix0eW4DW>7u#T(iJejhoJ#Qs@&sA4
z@j8S9kZqgOzY^2hnb6wpHF~ws#nT-|R^oB|#@OBtz;co1cXZT4!T*i`0TJ6H*wm|`
zE<^~NixLRvPi-U{N8q3d(9k+WHHHtg*lN-!1@v%(LoFZB3HL3`;GJaIAwb~vdi|Cm
zf7TTXIDF5xtBVFJ5LpjRj(XPCQYddi;rwVpL^j$_L$~+$$6Ub0f}r(=hCEt9b~UtM
z@@Vrb&bq__3Ud}f@!OvOB_yFLDyKiEZoEGus`aVU{Nhehe7bhRs%(9Bv55RV;23Bx
zd|jUL{s}m~e=GvXhShE~Xz)s>8X|qQ>e5cpw<yYZrqB{PTK%U*ltFoU{K7K28w2ms
zoS6XxsL9W}Lb%Iffor~qy&Ab-T6{JctAF&yMQ06Ic#m-xbA50siNL{g_vO7h?R-_|
z=kVS(8xr$f6=q(e7$5u>%fVAv7<A6sETb7;WPvM{zq5TzM2$;$KG*5rud~MVOvd=L
zISufCTBoO+m!{JYKslyWllE#%Ci%vWy!Cs4T(C<M5Mjba03jQXoeYmu=#jSjF6Yyb
z>7d4Nbv&+oVg|;jlM9r{+}tT)Y&PvJ<1|3CJv~@PhBzd_&;ef1)yY})D<dPsEM)+6
zb-uwReh+W}{-*n)$Pe6<s1Ny797vTv+dl&CzI6qqcv|&EjC^WtEh0FsfP_n0y-5gQ
zJ|hb+ewCIYLZK8Emb3yMG1#82rbE0EM|DRC_2OP7U6{oOh7U4>P+E2e+33_F=86HU
zB~@v@Mc>+DzsDNRXqizafV+(Iy<Nj;9#)H0L6l4hg~BF`e>|}fMQs}Ylh>H%)J-n{
z@+<6&C7*q41^6mU%?L*uhKos)*!qW>pH&*oJ$puc0tXLoOB(^^Lod*Q&0=x$T3kce
zH!F}eGh`1KO`Xi%2xD_=k-N}_YxK}m^;s4-bEgN7cn^p%pAhpNG<*<)e*Vm=DfIZ`
zR4>otqYtT`Z-fM%h&_(Vlzz;^!xOgPT$J)?<otFuA%VI5$GpkU>G^|=+ImraeS?Et
zuD;y?uIuX@{$UrvF4}e<5#}++A)7sR8}*3Owi#C#omu*1X#NYCyz)E7Rf9AgmicP`
zUYna!?61<=+7U0^EK}U#7)O?5S@UGlevpM8<a8x#q;Dh}7S%F};1iRptO*NcoApb>
z9NS)3n95IYvSi{sTgsaHhQ{#A-PN_sA|4SPrV5B~M!$!AYaL0Y>@RNkxv8BM9UC;E
zOr(1Yu7cya*vxFcy|OuyigFY$CcG|~hAVceDztCi8d!{K3RT4<MH4@5kB|vVMFrve
zXiw*I!fd3u`SuCdwZWx1OHE=El?)~snaULhhmNKTZoFw-G!uKX-O%A;PbZu2^5LG2
zs>G99(lQ0g)h>Q3IHpn;=)-Z`d+LuJhQ_|{|2a6w5;uJ_o+Fk%kkph}T~uXw{C;OF
zore`|Q%>PsfDa+@@cX@KYk4_94~JdwfWxUg8a~SBjmMqnL+ZOT#e{5+|6r%-I22T<
zgnZCQ(i{)`sAcn_3Z=%1$5j1gO4zEObwj9#R7J&kFik>ikF#iEtvCkfSnDR9I2M+S
zc!mhBq_A+V6UM!2R1fY%lloSnm`dnYZ_(Y*8DZ7<M&Zo%7@4$zc$e|XdYYgRQ$r%s
zz}8%cF?95Im7q&CQSz@6tmqH##&d_lAdep-ZVJ124%}S@@ba0)Q+G!W2BNynq;yvF
zWQ)?Bgo<hht{N0=`d}zzTYRIH`yeMduOcU-^gg6kI#(8f(Zujtmgl{=YRUDbH9MUW
z{kpldXu+p|9J$Vg?`F1lBeub=#yOeyCocuLx&=FHOOy+gOKq~a?pK)C`myrOo32I1
z(*nVv&VDa&aMCkG>?z*88*gq;GTIxw#+G^&3LU2~0)nBCdZUVRJX$*LT(Pml8byPZ
zGEk5<me1o@C0b?!n`6ASK1Ok6X`CePwYI+T0*8!|XQg%=Z*451Z{@AIe~s`xFDxQE
z>*E&Cfac0A-c`$323BSp&q4{t@{+bPS<5C5pIgS!aZVIm7*!}&Xq`OoztYb$BYT@W
zIDhZRy^$=Y6aKylojJ`1wJJxw;S+_z0DF_<3ebW=wY0=frE{Jcv+r&VPQ}1NJ8;Ko
zLr7k{<eJ!gvOu+m%F1P9LzPHSq=$SWM}3ytcD+q7p|Nu-!u}e&&*X3kui-@8{Oqo4
z1Ew>Jj7>>U_*+=ug-liu;-bt!NRH4;H-{ws{uvWZWsGI7u9sgUngn`wXy(PEq~B&J
zGdgIxx}FY0;_a7*Hw3tEH&`#CH#plRP%6J1kyBsCudKeGt}o#0O8y-9;}3#_Xjt-(
zFAs&pKjp;}GMnW|t=ijw!zh$)KIW<y#3td53z7=9<A)82DE{H>qGwMpDkANoF}jLt
zfURAS_F&<pQ=6uamFUU&_)bl18Wmx1T?-6{cZ_FlC5lzl-+4A5VuTC}k(}Kx9vIN5
zPWGAK4P}~kF`g#DwrALSY|<1I3*@QPOH`6+rt-n!F_fD>3^n)ts>3fM>U1<|X4GOo
zd%7CekgHx%4Pf72D0-;d-MEe81?{@73@KF~aRLpR(EVPotoUvf)<Ie7Nr03g5Es<Z
z_Xr+kS4%!O%w|Ql!hAt*1+o&d$UBkRHJUOiZ!?V!zMTk*e;o!UjNxv2V0(cMW<I;n
zm}v5u7vm3Hpwa<ywN3`XbB&4Gl6VgtRA|}?WVfP+U*9G3b&*IIeh)YNZrOZyyJ33<
z_3ViXmXx;26(?#+eU8yb#};jH66VfSDBCE?!|7m-1^-d2wUX(b+#M$!r1|ktIxAXk
zyhiND@rL!ni!@_*_H;i#rrTL7b@vu^eB(^T<$5QmF6De}V*by?n-sUu0qG{Qim^It
zv9_$YrC_7fLPNPUij|0!W##6Oyj~EszmqmV8N^Lp_98I4{3Qr8zA$n<ou*;4W>R<G
z=O{qME!w&9*$KFIC?2L;{)UMe5flPs1i@%$=Yn{&5u_*B%`~o1wTRE+_U+VZT;xdd
zzm%iUkVHUm6BaMouA=JtWD4#8YYy5TBQIF(Qjd8%U;i^3>wTf&K*HkL0DIn3aYS>e
z;?J?#&J%JbgSEAm^ite+^%4@d)+Lx`?{ZAbdbTGD;{tGc;&*NjxGcn_q5|T~PSG7=
z!j>SxL{ncb&P;zf238q0>y(Wbm@=YmOHJ;jmA-wKwVBs3dv;dZG*+mj=gP_||GGt$
zz_uc8TzGRY=3pXqjlEoZ-fh16XEq}tdbZADsH>efEqrGC9qim-W^NZWDI?vJL<@t@
zn{HrqzdW%pTXtcU*@gJ@i1_gP53`=2qDqhF3dl7$A*ZD^i>x7|N*4_<j^$aS&5Mgp
z#04Xr&D3#k9gja^3?whAn~{^5mVR!xXT4wLp6h-wLoNJtj-0kx!^?R>#^j<_`EnJ#
zgX?8hr5MFlV<R1P{L7F1!1<g_--yBVPM)9bOUqbu5v4an4r0l=BTX*%iUY8_vwmUT
z34g8F9vTjmPI<M(n>suUpMe7_T#wNSu|~u*unP4!wZVzzFNi*_b(21R{PpU1>$rm7
zl-r3fr*t#mo#OQk%Jw2ph3zor_QE0fum=({I*MeLeE9Ylg)}*Nj&jr0_l5flr$i3I
zA{e8{&i?s0wo=ZQ%Ihy;70`>jvfSrNb7DE)?hjAOHj@Sz$LnO!ZVyiYXbx@EhDJ^N
z{ucZqY0^=~>+48P*%53r5RJ|1Cc+oPBwgyF%3}LYE7_lBvA`cc+Q%=H@hvKR_=~(U
zPa(}(8&q0QLY%zRiFmeR(_ME0jpIMzyu9f{eetUDAE$Dc+YIVh$-&!~IB#xm$8s$N
zDxj)T@_BMi=G-aMs8xmsDJKDi%A)h^{CVOw-A(gm^O<eXg|O!YT10^zsRIRX#%tu#
z-4<*VF`B9+!?6Q5Q(DAiS>A;5T`$xe<Y&6p@Z{vkbJAA(L*;Z{(7*?FsOKgKZto>+
z?~>@TQ-j_2{hm<WA8;SQB$Lbk5JgQTz^^;~Oh>=Qv9C}0eT1WNM}FU>!_TW4y4BS+
z<38AwG~rL{&c&TguD+XC8Rm2F&wA?{ok5{7W#Gc<jxp-A$xgeG`cT9?`<OW8M!O<J
zj!z<kjWx1_cPy!6vUzWfT2@TAonu%t#XqfD>#VcUg73|aMx!*GsCx*XOp=>%PG>`d
zC@_^(#w1_6$ze`g8U#0r3F~fka)TUm@+2V#Vth~E{ybR>{&^o9cXR{}9ET9Ke4&GI
z2)o?8jX^JppT1LbO+GYHeRND+d8Z=Llt>x+d<?gg&-Ic_D1><|$bLD&Ct>XS$GfJj
zaCDNo^aHn<9P;GbRNm)WY!;WEC<5NM=CcKL;@hnm@!Lc70khW9y<f0o@`8Xe3~M+K
z8qT$6P)ISTO3W?t3ZUq7TJ`ylDx6K%i_HL`@9#^hjV|uz4TXJX&h&l1!~(V%<dR7+
z0Kvm1!Lp?di^j}BTc6(I^v%!rT>D9}(=t*T7T6Ll37m9g(-xxND5W&k6;e!iIJxS5
z)?H}7*yhGaUzI+#y^nQt+N?1@y$w)va%;6hBcazQs=xNim(LrvMB}51=j;Ey0=sB;
z+ny|lPI5H%S9iJ)Qmb}Zb>EQz!CH-5(>@8kgt>%TK^?p7<XkACv1E}GLwoZn%K%(0
z_Jx4H#_KXCO6u=?GK-luwT5w)U3Z%;R_gacn<|U-W-@{nKMFTduU4M_={Kusz^6CE
z0<L^)R3IaU%RrwoW_mSYT<6F9qKQbqzWwV!<s(t0aalXYA4hfr)#m=NPwe(dxMj7W
zeNgWi+9axt*wb0P3un8Hx`h2eodAPzF*A#ST5Hxby*k?_;*loxT9vYe(DBPG_MMTa
zN5pJSQVJ_rr$_mVV^<3jQLzatl^kQoiM=^%_X>5&UvHhYxzBc=6_l*v?&L7z8sGeg
z+P+>Ag~#OwjdOgF8ap{`!x=##D3Ply)*DtK^kBw^jH1bpUJ3nd*b=|ytg{`6J||<V
zyY3aMOyH6gZQ`mkErZq3>kBs(6gbk)`ZZWNag_ELlCg54pL5*TIPUH_ie_UUgw3x~
z>$$1+P;KuFH1+qLt?i$@sj%Ew)L)<Z5;<DZwlKS~-k2TFe$OP4O(<kJklJWsxxZoy
zH?xX{VQ+IZztKif$$iG9UX<kjCV6#zWwg;)Hsi1t{l_3&dY&8lv_h0B%N~S}LK3Rc
z()ny|Hvx9<5@c4L^ca5$sjXpP(6PPbc+rLb&y1)TIv~X=cIK+1?$0965n0NZXOwOi
zKbqWr9*v&+sitblpkhWNJyq-8U4bS(5H`IUHvKqe*DN{Swnm`9flT76E}KTD=DOZ+
zP>0tPukB|Im^7=wbfbIsobBp|fBxIG!l4efAh#2u*H7?cGN2mi?bnpo-%!wxC(8!i
zvN9GAXy2r6k+d<4l^WmHoTTg1%;iQJ6y~bbL17jy=4;5;67-WrDxpSWd5gJDYpG6`
z3z<F1q3d{4U7N5<>@Iw;GR>@p0SHTBLFUn}duXPxrbVnfI~8gZhmpldECu!7CAbw2
z6jB@e+DtYCpbu+!=9{CyunVRgBrz6d|AgrAe7noVQacXObL4$6kKaow)jME+-pU9c
z_{5EqB-l@5ZG3ULywjfUvxS!PrBKzXd?qv2Tp@Mk?9JScv)>J3FOp)`@f>jfO4Y-9
z=*7ckt;&$xl>!c<CsVtnj=XNpx=c1j!`ax?m}hz~3pr>qIk~n%jacWAD!$GAGFuWJ
zi=jIwV#xv_>)M6^9b3TUuV`ZXtsXJgi&gOg#VU=*$9~&Mg%zhmVVO+hMv+cyW9jOw
z1+y-S7+m+k+mjy){16%M7Ed)jnE$aKECYj^5D14vC&o%?#Plf!e#{z!fOj412+MP@
z3D?^C*ktrcvg6hqi+wmlt@URKt~jJ9E#7VS-p)Cyi#ofEaEn)RsgL<yvz*W|!LCyO
z4$-;)c3<M`Kz()-Pu*X+^5m{)ek4Iah4Iv%mEdAR8k_uw0{y~P7RKGQh-sXBX`N-B
zfav26u@JfW?RSj3Iae^71+sT!8Py*+HJ|<!)#rUW>8Bn<dd%3~&qw)n&zDn3r%Puw
zI%n7PxeQdMPpWk7>*n?sv2=;prlK*D%VwCE+n&viHVYJ7;utVoNNFU=XzX**NE0T>
z5E_}Vc1^)z*UsB8wmVO@JJnbWuJm2uiK+3T(m0;l+~x;yJ}PH<szuQ+V<U3T<u>DH
zUq|MNQyKRPxKM0YWYtXL<>lkaqRJ1u5(!u+#BUFBGq}{CbZnSb!K*<A#0EgqJn|KR
z{T$zX2AK<FPP2HY!d<OWteNMFk-T^4x|W&L&%hR5v^`r@sNaXDJ6hT1H#p(>SVb-2
z$wGS)EP{mwM&L{!YGr+6*}>|25`8px1w(A?B3^{uUsdtJtT)JmYny7sW=~+K=RLb;
zlO4Ux6=0MFFuf)awX;<O$X3~n|6rCV?mc;%l@6U~rBbekRtY{e%oe92RdY+$|K!4-
zpf4KA$R-%#;QG+HKbG!`>-B`K12<~4S<KtBJ>}kIS8(54^9>%jD0+$RQt}yO36*6L
z!J_hUVAW1d*9?g9xRy5kdzI_8W0-C%`L9lVaz)}lxSn=$iW5KY#6h@oBbdng23u59
z8Qr+a9BhK|rTH?-0DYW`gS#z=CI^VZVui&=mz%5b>C|vJB+Qyj_wtR*f@;kn3tlIQ
z2TKW$?Y~q<rRN<X1DBZGyYHpknS_PQu(Yg1AyewH57kh^n49GXPZI2sHnjL9h-O@v
zaxpjZgT`(6y|vrurhB<;|CfWG!hH%B31BjiFco0MXtAmBUcDd4e!ksThktb=tpZ7~
zC0cS=A!IRVA&$<UD=0M0t2yP$*84$CRLDw#4!?w&O*r#-19ccRv~sj2aPn**i+gA0
zY!;qK$bFC*+B7VF{@1!dY6O6*gTFjtV0T$+aWH-JG@a(&H8kW;rhKAK0;p@_-UhYX
zo87%m*O3({$mm0(80GTAypF*k@B{uK7SDl99DFV>zq((qi+3)Yjus7?sp(%2?759h
z7*r;h6F3(3`HBy0U-dy}^L;f2@*A^B4pzUQWta+~U6H9IUF=qF5Ur~uSmt*dslm?1
z0xni6$~M^Ck9?24ACrG%_`UhTw=64Ubg?t(;^)?+OxL=6p{zHTLq(R|K6hS;`A7Nw
z-<VD|hB7{gNCd=a>Tk2$FDhTgl(OSkf+h?I#7YoMFf?WwiAzb1_KUG#@mcCO((95n
z0|#p7q_)1w{v5;{l7o%kNOa4~IytXN^acgY2eiV7xF;kjmnzB(uA$v_XIt{Un|ObR
zQB-BmJyx>eUnng~zli@Us)=YQY#5wv;c5%=6a_c8b&@m0^=LVIXV_UKQH&K^Mle;?
zf4Knv9nrdh4G`QT^GgIsG0BE_x)5h`RB0X!bntA#gd<x%n390F?S~cgdr3wK@j{wf
zSx+3ZUf5fs=Im+Z61S!n|D`~dPPps~dEir9H^O~txN_uj&f!;SwzIpZX;$d)GUxT;
zpZ$$U*wIHpE{!pi1RrIqzNCj6vKhQuSJ&2CUFrk*?Aue;msd(Q=0#4hmBhQ5+MOT1
zK|k~MoW%)=QD6R6y5Co`yoF2fPyoaR5b6jfQJ0y)!<Ur<*QN)R_*H3c^)Usu;f?54
zGfZ`}(tO3ZXRE}!oNnohT&A-LA$(&fpCXm0*2+Vatr{H{O=a%)ZG%FzD5l3V=_R`s
zUNf*rN(7r^1jd+e_vhsO`0*pvfCQR{DR6=h7V!gf*Siq-4XGZk!23aPh21URta1$E
zPqtZ4eLAQrn4NJ_+3u>FQs%4dqn7}BWZ;g)P<AWDoivzqBG<V$T3NBi!e8*JVRt}=
zHL)%G-Nsjt+jKS3J2~1QrKQFCau%gn)k*lXos;>zX=T`|sVfHvU&G;mRTK?z%5a+s
zg@j_*@UW(KNYH-7JS#ovKZDuB<HLo_ecaO)&|j?gy_&Yx>c+-R$tD>zIPLffeS*KX
z-pYBV<3?nx`9g)exeUAF2m1~)iTp|IF~CQ$(=v-ho2YDef9A@6NX5s3<=U<a6Wr}S
z5KFEDk$sL}mnW{pxTU`i8ko1md$6sV(PC%uf0k5GXOrmqfJ@^BT)0f9anByA0B?o^
z?Y2B=TFi8_r?-vBv$#7Iqtd1@9QdOs;O&>am{wK}FwQj67Tpm7DS+?HAC*yFw3Wbj
z>~DNAItXN{B?(p8g&y^13biJV>gNlygd)gdlm+Eig;n#vc&^Zqa00h$e22DFa$yC-
zb;Gy+>IWy%AU-iFSvZrh$c(#DZ_o_<5@wJ4C$wx3NHwoMUq@zBSlBq*)<9rF$nN{H
zTfKT>Tt<%2vh6PUvCxYY-zDM72?_Z{mVQO7vCxf`GjyPv#~dQ^`|`m4!xiLw%+ij<
z{f!tfk4Xg6!Uh8xquxe&QNS~Fh8SktT=52lAY!dHyabQcd>S|otso$N;Ng7KiC3t*
zQ`L|ApG1-ctuNPnu{MrQCroS>orFsT701NZ@{I$Q^R~!J{ig9QKDN&)#>gQIvGC9C
zaGWm}odQY2u!>`=r&R++h<kBNLs3(Ge>Cy?vx)L?koM&6@63Kixa&k8;QWstV(_AJ
zAV&ZH_@P)XWH3hHkx&zw9Qd?Sc+eT!A;lUE1Q`tGJ+J<+b%Jj*$X#G29{e{1LUTAC
zv9~>1kU2~TN!Be<9LoYHF1VThs@!MGxK2(g;_IRYYXE<zi@L|~-w%VVxq6%s-SE#Z
zLBTGFi}L>=y&W0(4{zLK;lczi504nGUl12e(hm4<fGt#WA`RpS`@A{6*pSB1MC=Is
zGwN4#CLM}C&Zs@75XWU7DJ?A%90I?C8p7ol4$OTbF!v}JBzfSM{YMN8lK4H-(ix_#
z+w_7#6UWY5-57**A=4JAv1dd)x6Sf@&Cl^ifTdDYDyXID#G>0iP3st=NOP1y+{)8)
z&$&-4V_YYp8V6BdnodhM%Y;KxGsHa&epy4a7(Duw8`1Foz18~JuGe%vl!`m68|r@e
zbPR_`0IlWu7>0>JL9<f!yTOQrh+Hrg@>(bz*y1R*Ps@rGKW@)fMAue^jChAmZua`9
zoQ`ClQ>ed99v)tLL}bh%WB7z57(C_@Mg8g@F*+2FHxWtJt;+?4AiP2X>To&}NnCON
z`!VP31SVs)k}?K5H1*eK!F<Tv)^>#og(__*SR^2QGEoM!X5-kkc$(?8-zFc_Vo53<
z3rX==Jo=ygdeWy+ujYD?t7r36CM85mUk+gMefEgiygxnRAsMARtESD{KbTzvgFoV+
za$lY;;)4Bph+TjD5Q3E6RIKS6`0DWGzh<2=R|lFB07mi{)f=C<V?(N|cyfL(H_!Ei
zBJO6|sl&BOj)r@IM^6NYmJLTVL??K)aIwB1Op}WMO!q(EozVmdx1`<(+CgxZRIzx$
z_(({SyBNFTfk8^Nl|jo2P{d#<?LJR7-v(Z<hiAK9rZy|5at${Np}DGsVM%xkyeTc;
z1cki(E%Pl!g#+Yxg23HZkR^J!`m4U$^L)fN);gU{#S%c^Nt#VE6`=gBOj3kZ1?1o}
zRoU7$Pj$W6e5r(Eeiy+_qUF35!A-lWYm-&XaQKoI%f!?^ka7<pj_%)kCaaNw@mhMT
z|5J!y!EeShE&DZ#C+u56HZ}`tg>K#aUp;O`Iovo7nU?JOUBDzpVKi`E!e+Hnx=+lh
zfE1!m%Z4c$q$9SkTJORqfV#o>_m-kLZ@LHntUkxku6d=Q<be~|Lrc0KcXBc@q)%jZ
z7b_CI`<fBBF&X=u>ZdfaMFb(T|BW-iS`J@>`0P;lCmMGAxJ&P}Y5b_$CwPp16ij@;
z`>!qVsp!uS**#7h^>GSZMz(-0sjfp=_+~42Kc9$OL^m43vSzUQOloU}ZDjLN_nS`e
z#^HsIH{1(qXoG@?d>S9bg2voU$K+f~r$1>B-z2fhsl~H^fXk&aaFiu<I+?v}qc{8i
zVe}^HudQ{@UCxWM8s84G(8S$d(K$Dsns7>dO>(@UySCOkcTqZ;m}H&?f9t{Dw^99L
z0mJwlM17P5tl8m_SdQyQH1zsKSY;b!e!wtlHnpd}Xt=*}+M98gFXEj3nj!LM&}w#>
zbcI33DIc7I8&WmaG<{DM&zZ~#l7;j}*B!R{<kvdu&~^5Q31Lsbl#)DvA^H2_=<|Fx
zdv=a$58`u=_(zXn#=GC;+3dCh0A_<U{{3U2kROAL<gX@xgoa`*4FYHj0%`PCaEH_j
z>+|)+`7pcEci~F?OL6=5080B+n*UDHD>9bQ_NlpSr7i*-7!i>Bn2V66zq29c7aa2E
z1lXEr5Q13UJpyY<2VYAzeb+Mc3Dx36rDVRc_149oXEmRUspq=$2P2iNuRfJ=z1Q#e
z$^UuAN^eYUA9pdIylt;w3TkwZ$|eGptXr&YOtCVi575TqG%&WqV{o?nu8akRj*awh
znN25D1=$>SQz@d!|D(;%L0RI^QOVVq?6%6~Q{kW)ahUJFwE7Ph<;20{O-^ud$Z}M+
zjzh%I(&q+-+=g>vt|EBw8yJfM>+<jg!2=r01m4Eskw~s$<*$ECk|2COMoMVr@kcBC
zu*EVJr1X@^r4P_2A-~)-DWQ)Cc&TazqnpHY&1}f8u9Sj8R&2o&a&xf*;P@k>dp8rB
z!$<LM1v7kN<mn|voqXVTauu=&z~%rhpODTK6O!EV_)#^=zb#!u;|&aB-dTbZ$c1<t
zZ{e3l)eP*kfQ!xPxHKuTT6D5-k%<lS6Zp#dw)fO|y!ZeQ1oD3eAFtB1n)mNLw$G`R
zODzBQNQ2}3Yb~~Xd!hqq0fvwgvP=as9I5$D>Dnx7G&nlls8Q3q`Q?kBPViAggfu9G
zKwy7$1-RAUJa&sK%Y<AOkN!PYOVpSH$s%geE6umtcu8+E<?;KkHN((}8nUmG;)<{g
z3JHjj?Uoc*34oD>XUA|CZ9%V`itvh1)!QTQ-xf1Lr@Ln!w$gwg*mbBhM#mxM(UhE2
z-{cdLRG+`Gs9xw>(YyJLCm4Ha@ZxQMkWTOp5to}1b}!DSe=Jdu{bxwnV`|=Jxqn;C
zfs&2pza`CIpWV~aF5!dCSIv3idL-_SO%o?k653_7GY}~##EZi+Q9W_anI%VBTK$h6
z=mWX_eZ|i872OXFaiIa{*6cMuT9cXCG%ZxtG@ol}PBRK>!oeYrs>efI4P+?;{>CC2
zd?3TneO+h1c-T+G;`wjgtOjNPjz&sF1riW<7yyHY10oE=5o`M#13yDFVs?!{g*~v+
zBg=}b%6=hgvK^n`sRU%n7<hG$k8sp|obA>7fBCd`U9R_|)V9V7{hN4P!EC-&MzUG?
z>*D_7cci#B_oFAa+p6`$;jcm%3!@{nqmq+5{<9_^V!o`;Z!~JFvIa_y8j|X}^kf^U
zGF5)*<5<LwOW7{XKY1M2H#T1y<fn&|kr!1%B57=!In2?UqmJ>w>oT%MOMta@doQjb
zw}p8X90GR>4*}%$SA3e%?t83hD0(Oq3~z@vKS1hbuSTB7o$W(>9wB`=_h;GTwrbh@
z;xTGE=Oin(6GQ)ZNuPfHZ-V``KlUVEu$>9M)HDVqiVW2ToDKI@7-Dga@>tyJX+W51
zItbz?I}>S8Rlk4a&;Q>KBdhsKNZy>yQYf&sf=9dXgB1Mi=+ar1zO))KBw+MlRsxS0
z*&+ZKvs_93*uM*}2>~Mc`w}%=S8zA9_{Xn#)s}~hY?xn+*1wx&*x%Cw1-jwQFP{t5
z8smOFSWfw8ck{sWF8GV~Cn!`*n6l+FiBaMcKlTXiiD6bW58cUpxtGSM+sAQR?v^|p
z?xA{RyCcPz(>3-Le5Uaq?E!y9DuL?c40F+&zz%Jj7Z5Hu#266IAsJtlIMhZ%J?7KP
z92D}1B<e>(MBZ${jDutWft-yM0r;c?3ViS$vwN&=JXl<+1*01)!66So%r8ve1XJUK
zjWGi;eu?n(dT=^NYI?Rgl<9QY;S<-S8xH~p;~T0t*czgkgL~9~M!ngj*r0lK=8C{^
z%?J4Q?F)emcgapl4<%1-HNfdsgVN?c@&sO27XJE`kqrktm;9qrjS3Z^oUGxOU&B(6
zCG>Gh+|juUq^;Hr!rFtJE4B_?;w5Tw`QX|jA7!ST?2Wq`*--8(N%o6`?jwC633Yj&
zk;n7To`J{dV{3wZpEhme^-(UK-CBsApBc`OzsfS=yJN1D6xF2*y_OaPsA^LJ!6Z!<
zr2-bi#Vq$(w^x}gb8Wh|^Q4SV>EnYboMI%#hae);q)}gN#t%uX&mY9SDXhlOM(b@p
z!Z=UWcL_{R7Qk4Xl@$_KotQcb9M929_dPA_vN5-)85;V`=ucimMz?0W+pgz&(;-OA
zZmHx28&l|F3O_!%c1F7^2jLh~fyrn1)qSx(9ncEpV047$1}0Os+{pJuf9g{(D4TBS
z<*sykh<nc`-9?3<^9GV{1||QJI}`^pO(P>^Dr~mI1(A-V=;+pDYi+(YQ7x9A#jZ3?
z=Yq8xZ;&Z>vMWsKjWL4)wh3aocUDhsV`;17u>F*EQbanaA6wiY6qzqc<L?+x-jz9N
ztysC93Yzm}IWAoyIZt21PzxFVW?uFZI*H@Z@ePgpl&GfN$;*;NIRFUtSFPDr>$t&;
zLWQIIiZ(Yf1%)h8-QBru_Xr9+JlK(%n%q_^^=U5oxC`d9LQLN<R!g}0_&mNfzx{5h
zvE`-UOu_PfofAx60}hDkzB$T67EZXDBkuL|txx&IHHi1)$srYTRmACSXkEGC6}rG5
z3^|hnC+N&CqD2m1($tMdle<m_y0~{%kuS18J7f=ALL6xAnL5&09huZu$*ASZU~7!p
zpVLHzc0H_#xm=`VvI<7qkvW4yv{67=l1imU#Ztpms^i$_w0Ve(LYk%MrITgK9cN0>
z@DUi6=Bt@B1c=9$x9_7|jf<J>$%abtgxXY47KM(CF+!)SQxQ+|(=Y{o_5e7~A(Uid
zcRa!Ter)65T*2_ks0G3yM@E2;F$ljHF0Q$;ulW<yN#?(T41|d-S|Lv|B`k!v&cx>F
zD5&{ntN3kiPo&h|&A2LKEofx$b<yNXc^wN10VC+qa$~gsX4}k?A%ZhRA6h=lOz)ek
zHD5|_zaWg}>{5tB4K9K8?-uL=Z?^a{ms$XG>!5aJ%b`I770CsUx}DA27-z%Qaz>|v
z#ho90KRl_iv6V!f&l4Ege7DB(<#}ZmwhJ)zP(EDQmBQ|IG8<uT@evU+Ams-#_{R`)
zcmhzOEcO_-6s!(A>|dz;83tT+Y*v=KMn1QF0s|XB20YXNlD%-F8HG;VkWF56Aq$S$
zGK4tzrTQFik5<95UAF$FT<jO4<;xU_Y;vO`dhEd=TEYN^5f&C6Hy*Sb?hDnn-H|Uv
z47rp(5Le6VRWKtUhC>}@?We%RHLw0bMjiRJaK?~r&q>T>_tkRIWcae1a=g~)-Pw-1
zkO0aW9orjl6L2(Uq%^~N#ld*7I6jDoT+>z|9wMi^cm<%!yV>D>`|Hy?RKq@QWeVEn
z#Z5)^46Qb+xZ@UOkR^}67DKbA-Lu3|&{2k#8qXN3&0P!TEhKf+Z^WNJ<~>_-6_d-*
zey-yMjAHZJUvvGk0Mv1u?)=Y%0ot`!<aavKzE+zUo3E}0&DGh-ML}O#LkE^9H1DYD
z^zdZS@Y2H<fU>1PRhu(VaGt=^{*jS!=dt^eY1l@rc&>U)>~KlFZ&Oq9n>VdCTO(rF
zAMx~Uh-8%Ntzrc4)7BQFtDwqX3*zKQQb=(b&rZ<T?C;`y(Y{OVtVijUC_epy0tBY8
zDgy+ugne`K5jt8PF~d-hera4)ZZVBMf6>l?O_`wJS~n>l30tdf1`xwj+smnU!H&1i
z4R^8z0t#z<T9C#x<M<DZISS&d3+kB^Yp6R%*Kzcw36bUIBspun_T)^J--e|`Nm<{?
z0jx--J9SyfOs2%;b;E7Xd@X^yh(_OhKF0lR;QlsV0YbwL#oO3WI0363`G5l`$|N#i
z%B0*9eArLpAvn>bG@WwccNKEWIXWm9YUJAp4gvH4mmxUyqmNL8VXwg1@H@g%<eOtZ
z=nS`Wp7yjS!D&0u9($iNy@BB*lQgBm9?;~Rd{BQYAXF$dn!Q<mO~6>{v+l~qf7Qlk
zvzTUm3QH%kU7usb%>o<Aqi*OJY}k6`t%%1A=P45r=|F|Y46K=V00RU%nqRuVB`*S3
zCZ<;)Kz1S-gvr&NCyvJ)VCX`HAY4TXT?EjDU!I*}s+lu@2NUib-!m90#c55+!NK4C
z6|T%unjm$u6kU!dvD-WwPTZ{x2FvMWo0p?L4~6ztVmaBaV3aDRhx5f{i}y=Y3&WSp
zUNar;AnCWqK4dT_@8nj8BIa0K@j6+qSpD7PE=^*<6b8X%Q!lD59gyU*#tw>6j8_#e
z8QLMu?%3q9LdlKeLLDd@a=TcTY%Vtu!{Hptk!0BAZnr!@w_E$Y`R9d2<x{>Fs~)7O
z?~TN<<%Fu^jY<VZ?@R9fra9XyB?hk8R$Cg3rW#d22S{r0=;A`=8c?Mg_2l3rpAPQ5
zk>4e#FOq2ZUH1zMqJt@ZCtvLW8~IQ?F?e#7#y!u^k3lXzvr=psL?oFY1%XZ%rzRy9
z%ZhDBjRF>nZV4?ksDaHkH#28+B1bGfS5Sy<E&`~3f!Gh3bGcH7YIVoVNWhO`Fj&Sp
zyYCXMFj80IgLQq-SkTOx19OL{4r*5@7YO=6AZ1@~pq`ipTrq2~`o)Z!gN>c}+cMP{
zDfwA_)uj1b-MRa-{k!Rf_mEjQnxH|mP*_2Tkt5vEN-$Iw0u_v+WsB}YEjqqgjP5uf
zF(0kms_HcZ)sUZ5gWGq&lKLbAR#-Rvgz<6Syj(3m0<a>7bZtWIMxCdMX*yG;6RA|n
zmHI^sPPKtOKmJS^6(Kz29-U*oSgTfZxGS;0dFgH&Ay(C0ttNi`RV8`aN@btE$~QPM
zE9ZW<08lfs4rZYh(6zy9M(YLrsE<h+7*9=8QPxmcZ{0Yg9Ih+_xR3QKcSc2;Ozn0?
ziU7uEcLAWyFkg_uHw*IcEl5fx8@#=BCl%I5BUfU~(XBESzy5OXEYJPWLiOm))#-27
ze)vy0$YA=f&m|hp2PB{bGU~1eg#{z;jsXi+XL{sEgwl!dOzG~#Gz<_D3iT_L867*F
zh&e5lEJ@lwsbNB<v@8alp!3xc@Fm=flN&B}-lm5J5vRThG#X4Q3kaZyUSm>XtkRuK
zk0`n7h`yaVE~6ykwiS4O#ius%jPxr`punDroZPj%T!q0sYr}mvTZcwdf!0Hvu~bWe
zn7OR?zo*6`reXO6%B3m>JA+_-S+&%G@I5%u$Qg<tN$+y4q#8If)7D*GiU=mC@~XI%
z3%+6WkDN|7!J|UKt`lMKHVDV`_@xQ~m)*C37d>hA8e8IgPa%JJw^pvs)|wE%L;$fD
zMH;N4iT`1Rt6oO09h+@(p_#U2rBYy};g<uLSxr$kg}~YVWm4SbvD!@eS}bhg9*|!e
z1gfwi=dJFOyw|ZoJit&m1o7yeVuPWkwL|uoHw@rD5sD+D4r&R?HD*of3B{_+W@NcC
z@n7cWQ)*k`$nR)*5K)eglr~_vlse8@Hk>U(8$Q*hK?MOz8Xe-m09aJlFb2t4vM2`q
zn~Uv*!dh+TF_05&F`6if%Wx^~jJdLvz3v=GV<OMVfmvS|1v^(4^zM_=`=G23$NH&I
zlCuf~M&D#Olf)IkK%#rcgC>_Qsa~Z|#|wL|G3S~LWLlXD%CoyR4RuYk2lS@7ndQj{
zc%*<e_rFMc51^=)u5EN9M>%Fi5d;AfNs?p<GAK&UIisNDAX&ly9s_yEIZBd@Lk=>i
zgb@(Q3@`*G=aC$SfxkC+-v4{Qs(b5J-L{GvXJ+?a-MxCPXFY56>}33-T&F}<reV2m
zn0g9`#YEqBvDH=_0cCa;Io9tiH=q5|OsSvPN}|>5wok3F9l9*1yTn5BpnVF46Omxm
zH+glzd3&1)DeUh1_2Fv}RzOA>AVO}Bzm~5&y_XFW=Rzs-=^zZaO5aunO3W^UXL`%W
z+T}g@a<_8St(h%myjW>>jMpuMf32s61lKz0FSGN#BHN$GXP|aBb235_LuadfxHK(f
zd>LqlG`je|PwVZzqk|=ou<HU*q9DMGNx%%aNxznp+6*3z7_1l^5hty#<GVP>X>Re~
zR=F>VQ|b62;JmbJ%eikE%iuN5{&vsJ9X}l%FZipTS1@;y{~!5X7fZaEYhrL4FL+>h
zNBk6U@E74~S@mKcP<E(|i@c>rOHToP0*T%(a&$-^MwcqYV?%#qK}#Q5)5|XsV_E)x
zeWN^q1=%BSR{w!hKGHjiMq8lmyK#*nq3&g+`c}NYqDgDMtb#in4>0<mRk0v=NE6@a
zLn~$ie=UV|N*G2Bm=Kn_?GyJa_}jqx>F->n2TK09Gfb$&R?MO72D4E2W~5=pISAJV
zB13Y|zCLQg`QF41m%cftm70SVcaO!Lw|b;DvaHNZTKcZLQbOsO0@!DQ-N5fvmwUAv
z-QWEBuuiNdV|T<5KYI`Qxp60&J+qo{9+Veq!x;z>pSgEk;R?Bic$q?javbLtm5)pJ
z!G5Wxo|A%^B0uV$!*1T{%vr6MMox;h1{Kb4nh|4~>MR>wT@$gr_S@9E&!(k7iK>M&
zf5ScN`HV7BmFGM&aBuP3yS&i7SA4W4HY0wev{q1+)R$vVYkVXmM-XZ6VJDLQTy%XU
zwm#3fWe;RyVrcu=*@K!qF;~r`ghL*YgEb!k<rZL8RbKs8X+qwUA=~%D{S6H_b#$bw
zHY8Ygd~x!a%z8^ZT$)l-S#0Obp?>oGc~wWXJeZxLu|RPvXE8E0Yi2i*@}4413_KW7
z-x67L&Y!W)yC|7pvD12=c4g8_lfzgBHpkser)lW9wLw0wTPSm~_xHGkWH2l=<V*N9
ze-;{GGgS|~c&icmeTFIM?ZU68iUMv!Pwu<=I2DdL>yQ}ZvZ$Fka23fPf>AS9HiLhB
zmEnRQJ|Yr-@+^aZGzmCRY6g2{V5(?t=c%cJx|Tjn!_3Cd(_^!MNX@tvFZaiJ$Bs%j
zs~Qb=ZAV1E!OH@gw!})C{pmLnz5xunh(6D96Z^Wa*qj~?y`{v2jT0-b@rfjibW2&v
z61i=4wJa<Etsqqbs=V{NZa|-HDC-l_8sj^j*KnCiD!Ae^?f*fW;|rcuC=PjBR*;Ed
zmq|10?Ga0G{m5hKE84|e0ve(<nO$fDX46vnT~z~K)O<uwg>GS+mCu|#c9sY79hOm$
z>%yz!X2+-KJV?1eKu!8HXYhcW{y)Y0vov;S)3K{{d&|lmFJD|Lw>~^s@?!h<W5whO
zrAsX9-<^@o?_$>5Ibdf}Ax82pvGQ+OcKu<MzO$D<7L5>lR43B^qIG|GY546z0?&fB
zE#6%YS%cFG<r26|^8}^py%>(3V<HiB744(?cE2Z>^IGT0*3!4{9b3=-w-!JUykG&m
zoCGtkb>K<b)p!5wikYh1ghs7qMoaa|7P&#aSX7=iXEwm@IZ7dFQdj`<BLwY5ivqyV
zzI+MkD{`lTg9$~iTsEm)<+X7-#-i?!H;?KzpGm)c_ZKaF%M0=o-r3bo%X}j5^w)iC
zD$MGIIwz!G)PjKE_?TT!dX`VFZo?^B!MjoykADq@^Lsz3js=4N0s7gNek+Jgq$KXP
zB@P3mvGHqGHp;cq-0!)rUdeox7hp0xKyairQZztmeKQC19kX|#Cnj*hWGdj?(8sA9
zlT`nnwhWORB^LsHK+hG`@TM~J4&BF(srW<!<>A_{kol;U?RPY?|0}x5Fy7WWe(US{
zpXerI0;tPN{zD#1A>E_TB+qCALCxt#Kzw-Iwhw+Kp;$v>Dt*2$>)m|c9orWV0U#Zl
zKTEOxi<)k|_jO@kj-4);B*><>%t*LBiC+Q^Asn-A^6xToP7-Ez+9|8Ma@7Sm4J&#U
z5>2u@NQ&x4EnW$%%KdqkOywZ9@k1H(_I3!(f`WP4q54;PLd6^~lLaCNC=}*KA>Wgl
z`Dz+{d1aBemxNy^osM1VOjOrm15jaOQB88gDrVdSKxrjsCh-T{%Dbu{=hU~zh6a&X
z1UQnG;N|{$<4gYi@>y(hAkqs3<F`9eY!=QOmDU3vld`=&_RrFAZQw@v?x?5x0=63z
z&$Vd)gJ56pSXtCO)=dopg$AF4^jZ<Ae4k<wg-akzenL?MSAEABfQg~q($Sag9(_Gi
z{$kKL;rACS%|eYw_eG`iy$iefzk!AJ1=YS;x`0ZFO<7E%4Q~oTkwY(3I#6A39bk%w
zQ-BD6ar%wA1v>hc!vFS|8532FWrK7A%kL|surGrC#5oLCM-|36$8w2`iTU&4P5dS@
zmjFB6G5ZoolnqzaR&@d(+)6Z*%Wms=W{^4}0{ItcJn9hNJvhr76hr82Jdeu(uz0?U
zP4BE#Y<Oy_xxlwK+V1<Pv5BqF4#&Ft3!sFdWzGq=zW3%isBBboU_7VhTW_yaN(PPQ
zybSkB*irI<D=M}Sr4pA?m-4<|bPq;N2`=HKt#(!o14C?|;Fi9wg_7_k+xd~ahN<4}
zN()JIjdS@CnE;E{f<tZJ#>SNEYWg&a?F7o7<4@L!tWfB3bbq^{sPVy!En|YD2oNz0
zsVCbxaQITNUp^awjqDqgX>Zq3C58lM2~M>@S08KLNjGP(yd^v2Hv0*4;1D|+U!nC}
z?uts~xxT)1)#E)rRn$gPI|_7$-7(J%>=!@*MM-2_RC=hnZ7%_@G&|KruYtC?k#UO*
zGWcwQwwU}ZW!0CH&fv9A7edpilB_31OW(#hR36eBnNeR+%O=%Y^PWlUV4z;$TP7)G
zM8rIica8eKNM^kJ<`Ua{A6H>+IdQf({-t7Swd$o01!@OIE-u>G`BkAWF2284CwOh0
zW%Xkm>I%UOLyoTjMf&1ZnORH$tts?*Fi(pko#%W-#BF+n`{S{LGWi~JQr<tuzxEa)
z1<Eb8bZ>l__MDTxbQ=0RqE&z|4mGpueEm9c7EMf`13=~H2~dr10Wz^3*7H`RD!Wve
zd;$d#Qdq~_-@h*~v1Hw0V|)DS)u<D4ez<8t#O+s2o+g)-^JR5bT`>c0#E9(4ld=h=
zFM?o7NKYug;61rX6u14yr_~lFz&@Cnc(vVyUcO(Ha%))<fj(-+s~une{V_X`Xc1<_
z(4%Vp!?4GnXHCFl@ffmhlH0J}0YB?6*j8i-PCG-s_s`MS=Db(_-uD9u$}Tg$%n#({
zb%g_>=Q7RDVroX~VvM1+_3zp0-HGB$Qqqpq%!+p`NV~5E?NfVZxvC9k6x1=>k2Buw
zY_jsipFDfEmxK-}`#B~_rJ0q(;J(X#pEzVfFYeJbYZ2dibVul?%`~y*F0>uCm@REG
ze;fLtlBvQlB6MA9>#Tnl2p;q>9-&foA7wzsX-Q8*73bQg0glsj@lXM6IUprzmdd;K
z+~RSegs!s#gg@VYUW;vims9a2CNYq@#T@uL-&eFa&iweu-Gv?5wvCBh5?uG!qb!=J
z4|83;mJ7YvAxj}?zjm;rE478{Y=bpFE>d%k^{%LE1JXIFXKRTQ)MO4-=H+b`=2;P5
zIe8pJx&+pH>o=Te&Uri$D1~j)_#*=J;sh|xpRa?s|3xJ*0`p@4DsSavym@n*w7n)C
z;%S;|H>#i!)J)~#hMfmRk;7p&b98#V)-T@QH~~H3&hN{EIn24d5f8^l^5DpXDJ;M2
zBslfg!oAfwu31Y(e3>-rl@|n1;WKBB5C4*tI9p!9(r5iYO&)>MT*$jX)4lA~V;Avs
zkF~h++^}1{P4YtPJHzd;=<|Jr*~`_nG5@?CCU&W4wQ~Y#0n3pFB9Su^0P|$LeRm>H
z`h&&B?Bzm`g@IYNOW6hegQs!5Ro=qzyQ|Mn(bB6^0u~b@+K##!5Rf%W$@<b({Y3QY
zS}Dl9Ku;dJl^15m={;XxPn7Sik!2deeR$Osp2T&hByMw2I6o)HMA*(+o-auCEDxyO
zcm6%_SRk{d&+h*{bc!8A!1w%YahSr}t^&zF7Yj{IdOb}|aI#Zy-$8>BiFp9(;k62_
znBdLWm;2>+F9faOfz27+nKX~)pe@R^U)Oqxxd0myg(7gAY}ZQ-LGt`UpcQmYVMZ-v
zr`uUvei5sboM$;#k}N3D6gOCJR?w3nnQ)c9A>;Uo?R@)C5jX_$CXsSdh%;&cUd+CF
zuSi9&In1;r>jVms?vlew01bxx)xgRF1;Ynlr_ZwIxHp`N$g~wzww!An@mP4>cgK*o
zzNWmmX!>j$JK#Inw#?gPxCaZ(qi7)C+sXHkng_ejU^lZqABQ@u(gE9$p%IwAm-RH|
zRvHgNF`r~43Ax2~ws|0gW1|)1_`t?kP;RNOFXho<SC=mpAnd|r#PY-7c@zzc)o@x8
ztq|)6Qx>j;32wpp*%f)(;mTJc6#>pee|riGG)}sLK*qNYW=_fPf?T$;DnOQ2(y>v8
zMlMKuvHL@*kLIY@m-%64IeI-URq(QU)Msyh<<ucllZ6FLux|k<B~d3R9q4L<g7Mjl
zoSN?ogtPa_p_kdMQ>WPN91EBg3=8|{&d&q#?J_MT@a=xvL?YYGn+ma9BN|`+c{*rE
z2iTb-m$V)nCvG_o*l~|%>>mi!YJ=SuX%D=#fyL4<r3PpJ8tPR*#)fwI1LiASs5S=7
z_VTt*!g@Q`VP18(>0dsIPiDuoI-+u)bp(^!E9rCR`N6bkKT$g%+_*_Z?M2+NdDkc(
z(vK5N$Ds*0?Z>D^=n8Zpx)5DUhWLvMxNI{t(k-gsvuENzo7*2L?krL-A-o<aqb%Oj
zh8JC3WrW1K{sX5O>?dL}JUn;x>UJMV_W@%0``5?#s26;)Xf#MPn^YqGIu;t@>G*f1
z7^I|EPQu9!<7#OK06GB0GzSz(qvjbI$b3T3y*I$?ghiE2N{;Nmj54e|>HQOV+|{%3
zaRBt$X&4-U1PA*pz#(lB&;1&}z+@CH<-tfRBLn=}I?O|weILv;7G&(t*b)GzLZ)B}
zAX`#Bc+H^BRo-+=r@*5tYyD?hbBRt8Utw@<6Lzc{c+UP{WeQL_W!I3Zo2H$*nA6>~
zMh7aX_R5K6;yWf8b|Xst{+@LCPwPsgqyYy1Mg>$|qPtz%igjb#uGVfsJ3Ha4`0%gv
zM<AjEC&71-cn3~hv_7C|HJ?qT*W@Dw1Pb)~E!QH*A+L_5#%E2OLwRs|hD4&vGtCF2
z<1wfwovnGt%zMpGYu`~KGNm3czSBG+N=0YrceBJv{93PG?Mq3c2SJW^7EdL*u{)~-
zCem_-%K#UwTR-1H|Dm^18l*tgBwvxGs7nLW2IG;;g^?wnTQk~4@4jZ+I6a_+elrly
zCF3HfYRfGbc;NF4^neWm!~@lp1Y&gy8HAZIdzdbsxK-P4FJADVZa&u<&zisis^IvW
zs+wPAQ1jc3JKm?k>j3UePy{uSt*Br8?OVE4PqP!PJOxNWOBZj!1veQP5(k!QM!%N?
zk+n8{3C&TskFR(FSudD5bAau34W>yVC=otV0b>d!3xW?wDeB<yjD}HvL!UaTPvgqH
zHW&&AU#PUS<XZKWMTnH6H0CJJygmz6sqdBRCkQTRFAX^9NfHH*YV`hs7ywei$%2p%
zE^`#<%ZrsN*M6bm+ZAr(`hP<@evv>$t%9-QB~NAR_1`g4(hr#X?e67tObF&ac@)P$
z)32e)P6ZA_zzG}J9?0fm-R7om2`tqp4*2=B6f3w;GaZ8nt_!Xu{Ui^WHm#*DaP~3p
zs-}VAkW?=Cje-&#8lb;keLF!y{4Ucc=*7KdZ&3)qSq)eT89+84r(d^{CLUM)z+QYr
zSCjpv65nUvSE-iENyK1Ocm~L^?~1KvnbnJ`fCEHQ*aw2==&N&bQ|&u<PU8g1e8|h~
zjN-S}fhTYV^7$Ur>^wqdG3@qa+mi0|s}6YjRNcD>ZKG^!mFD~eJj<UGWvMumv;n7<
zr`Xea>g?1pR%rX5Nb~WHFEa}+E31n4dCTIhw7H)GXZu?RtS=TM;`v?oOv)|Qbb*Dn
zcfOYRX|+}DERBk>s%ld(Dxwga$eojVn7&M)Gj+Z^Fl)8P*`8FXYb|uG*N{G=uU?y;
zHUTWJC0r|U5WT(eh{>A=WQAY9!{nxUrnoxXgnlcUcNq7qg0uN%4P+o&&<8>+7rRSY
z5lvs=vji_n>L@y_hhpiXK^dpCpMd&pNdmcVgGHbNBftoAPC}MF6%z^T20~PSpBE5O
zs}QskD+sA)=$~c5)6z4^10ZDedsbNQ_piEBzqj~A&MihoMC1`-2)%oceeyh>@sK7)
zo9}$_bO!;_U9f|H))&m6=9~TH)Rg=l2R(MrW{k>Wm8>TB&4&+K19IMK2iO_pasrs8
z_pm(_t+_49OYZ9jpSVWb)q^Ur$64~1JIP<u<=W)_4a}D>E{(031RqL>-QUPaxi<Q+
zoi0j9L@7p1P0fW679W^+|NAVfuE$heYHx+*^Ku)VFSD#KI%8~E_(^TX&(Sis{P<Oq
z6TrbdkQeg03<@2?l)jc0MwM72EAZRe_C=kQ{WWYCq3a<a`@L!S0i2#;fSHG;z)4N4
zR=CwjSp+ySaTO#f!(Jzz3`kg8O5Jr>5-+zl(na52xMQF4<WR`>Y|S($D<jv(MG>q%
zm<uq2Ybh=4KH0V7K`O7+`1m9aJbZN;)RB2iWN0Srn=yiu(BLsY0l4*ey7H~h!W#rl
zZ8w(!E}zJKBCs^00l;L-uviZAkEHC%RN((YtiL~2D>j?`2)M>f#nQ6nO34}*c3n<d
zO%*>aO-;1H4cJ_F3p?xvW@Bx;!zW_-Kbjl5*yw6{dk1eGhl(Dm2cu&OMhoLXMzztr
zHZSR<^h4rqBEn_%=i{X@AFW81ElmrHw65@d^KHJ<>+_fBK}N(INO>Gi)wuoA;@q)}
z{ZEj<eYP8HnhmgNe)}wrxW^f2#^2ko>`4x}tteP=;mya~oW-<z$Hx8rPx*iKeJ~~Z
zm-nr|QP;@=()rH)BX{l5qqwIR9=Ck+{rlUa3x72pe-`xMpGC@VUn9ag2Sw+K#uyb$
zU9$3Oz(2db!j2jD)y#z?&kp2*tM-^v2a<TL<XKHjW8Oq1YIZQp=k+FvW+UTmSHCbC
z^NLJGV{12MyMer;$<_^VvEzp^t*DLAjdSh<eUtjS%8;j$_{ekT)0jrKe(!C6DL>zs
z6W%bMIWc;*cCqYn_YJbLzhrq@^!HW+@2&0WkAFM=i4(QkS>!-klpd$IALJeVM4Aq0
zcInp@YE~3F5Y{SQMtyrEw)cAwJ!qD3DI~We+2^GQ!}i)g_lT*ZiO#IOI?Ry)#$#(5
z2FN9H9?LexiB!}WclP$g6)5f9?IvhaXN{XNFvZWlO&^Duxxuq)Y=#rQ3AJu4?qxYF
z7%Dd+&$ox7P&ZaETZ=Rlj31qB(1UTAlH@Ywn)$U8=A{SMN(p=Ni{%TG_kP78O}|z(
z>!*-iZ@=Bd|88_t!C<dptV!Jm$z)eM(?WxAjjY;wr+&#$YpzS0x+$Eo_NI}C<zt(=
zje(cHU(NC4k;U*D)W2sz-M7^;SW8xJ^#4UK>nBNne`USRVMo))zbJZP`~Yc^I&ff!
z$3|#tH<fje`1fZhu-M;Ey%|6eL*!-hFw+J@L_j$;eQKp$;~XLo^;%qa#vh^yhUG09
zL(tdnwnwhCc1N$EDs8A3#b(>lM0};U=?+TNo2XHsQ_Y1ETVFaUeY!JgTCC=75oZ6r
z&S*Ka`2KstiLkBZYm%bhdyj{KMGDEN6uLyASSL39UH@`}pGzZxq1?@DA?Z8|ZBM<i
zv-$VE&0<rVnQt!_(cCPw@~QIP>%_Q{_U-L&#L)z2*4vYP&+{kp4lsyi&llb{f=@N}
z*53)kvY-;p6@$9YhE*Mh_=RM7AYoo>t;Rgl=IKH@m!(w;I?EU`U$f|zXXD}Z94P#<
z_s#wF*>sx9xo`KjKPOKRwMpVBFQ=pLtt0J2f;vRM8fTD2rCB!(Rc%r`P5b~8P>XTN
z-|oe31-Ix=5v0jg5D_M{*olr$*9gM9B{ae%w~Q9_=n_HI8G^LjJK%}4r3_+=Y-#jE
zIJ%1o+B=AC4dW<-GCJhtwVLM+T%Eqx40Lc@%<p%`VhHuDMmkkuLw;uhDlzUsRnPka
zct*d!22rF;AX(t<6gOi~>i+us%!Zs=%X|!@r|Z~Q@#3$i#OCM>C0W+=$!ngAMh>&@
zYj4w^kWl1schTINUuGHqhcJ3|jhZXyeZ!DxtKg;a%#5u7#PFIz_b)PmbRWKZK1pj{
z25W16rc-&#_cnizOc2IOP0LuSF8>9QG}+mvvtqRxg=dB@-@pGZl;YN<_?IqILoe+t
zwK;UrB3f?6p|`e%*=`O|2Ibb)vh2HUW;jeryUBCB6JNW+6=2I89Ps0!8M)=N@<oJs
zD1uub&Ac4HW)Ms>dNF>~|7=|y+FMfDYmzW(bLAoB#Qw#!ot;ZMX*mnUsh1E3JHzl$
zW1H>ha7*4k^}hlLV*G5&Izt{a=^3W}N{BGMOW4rB%Ec;o4v)F=0h3amuF=seZ861x
zb7R|M{!Akm86b%}b7N72=&by4A8#HZZ_k5L^p+jIQTW3?(x$xn>SeO-#T3sJ)I#xr
zdiT>zWl#M*ul-xH(ibmw-8J=AW~PV8^PV3Fk8Q8b&wAgtw~={t#xh9Xd&NQ#bvEn8
z!QY*Gun}1Cn~I$HWPZ+{@53<N#f!0sdh=nlv)orzGL_S{b+&4Io7w87-*bNPn63Y&
zsh#^4C%BYQwOk`C>vtk7N5C3~J=ovnc4(vb2~bTu6O<wT$vSCoj%4yJY;wPZ9!f}Q
z^kh|JzUlGR`~*b94^;ZN!RA*ZhrX}458;OR1ss!vUU}vD07KW&n{#&|+K0-@_QPw~
z`sNNZ1ZBRK8}>a#9TUc9KOEii?J2k=@J`V4wJ7Sezgxi1fRz1%K<u0Bt!E>e_|{?@
zUlE3GU_5pyOiE8?M4SU5ECiis>H+Cq$l^f<x4{)eB57uOB57t~$$pd<h43gIa3{9^
z`C^`w8eo2*GJo?_V_KmRLGJx~Gdlxj-2>YL?+N}LsZ~B@<>gHDa1|q@F%p(Z4q2Qq
zG~@%1LOx(GFVdQKxdydrcPu;*rsd3De0d6KD62pCJldc(-^H*PyTh>P&faUrX<GdF
z`={j=bK?MeLsz$Jo~_E`fx14yZiG6+@4KT84!>d%l*Fa-!Z$P!rFy$Vq}*0<+4*h@
zQnc0PP98E?t;69~a*tHt+j+JPqF%9Qh2BUk^TwKfhi8r1j^Qy0)4S?t!mNN)8KrCA
zYbwUHwF-)2tVYD4=v=Honwl(Db8+|#bH&4xJV3C>nj)b<k9wS1XrJ8JYsdSWz48td
zg`v&2d~~mgDh_g>_I~0`cg@d5LF5t*7E$|}?<dY)mhVP}naxu~d!Xp%NVn<b`H((|
zvbi(-p0#>j+*a<!Lw8Qz5NCv<B;m>I^?&t!^4WRXn7nXCkIxbw9v%~~s<|5rfolv!
zkQ_g`U^&M#7`;5d-&-O?o;wR!N%_zPu3fcMD6iQnm=vdh^j=Lx`X;anzBR?vJnWH}
zj-m2QCfsWp;u5HMxO7hI{Z=GlIO>u$W^E{^%>~NT93zZiz7z~wt6{7)a@B9edKj|L
z(5keSXGEArUD6ls5s&Rw&e{5G&x9MaN~%;FVlO9|;HioA5piux_EZaq3P;8du(kXZ
z>w}8ysJ<ai+DUCjo<}fZ88DuE>%`RH;uMD$ixq8JvVMO<q$sBmhMZ!R*{43$rgCq0
zHM1JS?1_%e`FH3K*sd5enHo)@==$cb#X2dqE%n6YhZDkEyJD|*wIZi&vi5_iYPWKm
z(bic5$QRXE?kP8^@=<jr>>cM09Xldac7m@7(u@^l4JXy;7?w{Zs+G{9H5aDSJ3lKf
zllOY9L_0AAEm26gOzkf(^K}a3>KNwY(65YQozAjucxWurYy@(SxziRbF1TZIbJzN!
zJ@>3qE4{`_U!f8SF5<6ub~rEV3y%>WE>R_ji!G%fy)E}vf3S>?`lSSg-|}nvLL^+C
z@mcAFT?_E|zMqg;azvZA&5D8L>V-UEa=TZju6cf(KxA=bs9E_G_If{KB9z9d{cy-a
zPU~4rdS<@59GLj3!(D(N97s}X(>5+B(!+9Rrc4m~?rEXNOl9{lP}&Oc3|2)tEPS3S
znZ=R`#S{9o2bmj9YO^j(OH`isRd$|K9#3<eGD@6ZA-dls@6D=EFEs7-sFw>3Cn5{`
zpXg=bw$)HV1N$;;C)P^E2MAB|H*9NgTa9%9x8MoxyeZyxvWp*=8t+ZkiDD7RdBd(Q
zyH#z7R(koRQaSNf7V{c2Q_H?;`4C$cqi%<j!8|&ms?sXcGt&`oALY;|6}Il4gRL_c
zxEz>2WUFn8_ZU7;-suI5rb{$;K;|IR27~i58Lj-LK+zT4I}@Lak865&J%?-%e3pxd
zbCc)~MuD~72MS_$x88nx#=G+4{^(_vYqiQY2iYfKOLn|(^}VHWqHMc!_%q|o!CkwJ
z&OlOw71+alYC)M;ue=T2Ezir4ERV#9fLe@aX{*rEEvO~GudKJJD7GkLPA$~hi*NsX
zX5GPdcSN+q7Gnx(Y<SCt!_!uAv83mUL+9Ai1s3|PA2fnx_vd~?X-{vLpHay8-uZbf
zv(86HG2&@Xw$)haxn3gy@dfWqvb#856{kV^L6hW3ueO_0F#_G)vKPsVRTCbafo>NA
zgYqbQQE@yWEPFu(y%o{#1RiZ&Z|09SfQ>YLJ@Ss3*IMjKK!?$#vF*`h9+Sq-?cG7Y
zW*=h@gCye47S?k!{w5%YPs!xfCzok?*1zT7b+^de-fg}^_naddCoohuBXO!pW8tc)
zl>-;;%HA;*PqRR>yrO}!cd`oh3Ea76chQ<dMs}nplopO3&h*DqSSV!er*OO8pJVUP
z9{aoJ9d$x8W_UoZj_Zo3a&!^5(X3aDp7xKGwt(U!Yp+~<|G0T}Kf;f^d`#wK&s*n0
z9Xg+v7T$aNuV%*McjQfanHx;&>ncJnA<)H4;gAJeQ?tfy>#D83495EbrbZ5{6tQfs
zk<X~HysgO-@&ZLs<0DsNuR{Q;Zu0bZ-bx)S_&v@i%kuK~_a)>=$*Lg^b0$mCyYXyS
zq;CZ$LSdgO6qqArMgC56P)u}HG;kY9%51p)K$@{m+Q5CvLDr8<MZ3r+%kmAGdCsFk
zqEIoHF}=^r7v6izuj-rkj<=b>XcCuVAGozB%H%qrMR^7)7g);Fb(o@3rx^L+f@=@3
z>?z89_^4B)+apw?ZNHRgPn*2r;5%&&*Tq9LZ+1?{G?6<Q`x6<w#jn(@>jmSTBVTri
z<D1x0N4ZDKHmWikKz%Rd8^gqQ!osR4+gxG7_&EfH6kjE>w9`1L^%od2Ix!g1z>sTi
zXN5YW)>Bd;g<o*A8k;yCd_eGxD|>9-ed8E(p@~@4#IJWC#7W4|ix6Y9+%f81+wZ7j
zhC(FN&UE%VCy`wjE^62jm~gjjj$4?jrZx&e{BRd%@Ot)u!y}jd-T4LoI=AF&gh4mC
zB*(p4)9t&JeLxV_0C77`RBrL8am36m&aog5OlVmWAC!>TB?{#B_ou$X87jPXr70B%
zsf?(+?cu?P9+_N0cP!%@=UC#8A7Y1ukW8BE0*)U{zW;d0t)*=x`Zn9+yIa!mW^IjG
zYaoR$ZBDZQCd$=dq6eIkoZ^}3dc5+%J!l+u*`o@~74iInn=kR1_cr}UOtDMM&0#le
zW&KV<D&cC)=s;W7bJRiq)&iv3*FHoVBcJDBUWp@??a9)dBTRfXzTut{*x9wTl|;$Q
zfobo=K@uAp3$zFo(V~?(zL`PliHLk}M$b>S3)_ATu0hG!GQJ?L&Pwtd$y(1p%``a6
zF1bOq`{_BZw*I(pw`?GpT5-~kPbdV47I2PoXzZqbvyi#hJ%FU3gom3AuGig{J;~C<
zBqPp2X;-5Ygt;3Spzam{5HFeW3}CFQiSz7|QxV&H+ux6cxq|(s#uiX-(6S$NRp=t5
zf*8b+tPEbS71l4)f+}gc9_@G2<9w$j*ds2JXFgoMT-229%*nD=7bOtwH1Vx6neHr<
z6EeKu$mH`&OAhh%@GcsmSFf)}zZbbf`V>=}+Q9)80-O~_+h_D6NALBCYN0E3cc3(n
zJQqXy#m^bmAO*h{g5mA;<FSEg24Ikt6Ki$5F>2@?9R(mHa3JHH@VJgxwA-pujnUPs
zsWICmdZZywti`XzA5YT+{zUD@)`_Qg<=LvPLcaaHDhNRCLRPuJdU+r0ww`hrI|XHx
zdQpa*N=`Q4^h}FRybww9Sr**sSL7_SWplKbDKT}*I0p4adXfn23z0}gt_oYU_aj00
z&fV#~7)Pe1sfyg<Gq1JhX<Tzt%~N$Dy#QFFPPz0`%s0-s?z0OwOW>=*A>ScZ*O2x?
zc5}R1r9%h>l%}egUu+=jnN@LeQhSll>I@y!YPxe9h<Di3qz~ce;p^O6Acu9-e0%3)
zL?B<Qh53Z5Kx8Rx+;{J(rv68q6-yFJ>wPoq9k$q-0!W3vXbaSCreb*csewp2oWN=1
zJsXoa)0@k!Wn?9q<u&p_#S@ZnHz1Hf*Ad9)7F^<`kcwxFGCV(UyY2$qT5cDs?n2Y}
zH=(o4kctS-6A<Id##a-9z_Rs%C;>WggP5Im(e4T4JMUCS0r~EMm8}M<(-{aZKBKnT
zF1ajHP`v?3I63~;$5tGvf2oiog)U{s{^h&=U!R4UMVLT&nX3K1#~~~11_K1G{;OvB
zVSsi#Y7+C#x9K4X&dJ1Sbf;c!Qw4oave(koG7FvovTFFBS3%`q@?=6VD9_Ea5@_3?
zI<E4f0l}<c8wi?m_@6>aAa(v6<p(yeHymiR9A@qY-P-~WDCgXN4?P7eunTQ@#%PWM
znFOCz?}AlE^KnRG!J=2(61<YN?(L9*-<bmY;=cv%KBY(=f8X}G9TF`9rC}UDB>cb#
zQs=jgN*RN@^0(n;=oJup##iS%W+<UMKynMqxBb@b^sL{!4GYdeImHiO6Ojug)Ol^*
zhH|yLV6ph~y^y0{)-yJu-|u^Ik)=6;CDe=g0SrL>7lXD9Q12rniZqg;NHv9Wk}_%1
zo>SF^=aij;EEwRcGYvU+!RG0F3151*jfLz?+JJHIwly7Oai-jW(GZqOtGn`znw_rr
zzh6UunC)@ZE68_RC4Zv}zJrCp&Te&9Otc!s8Kd_daUD#M&G%JV=s5hP{%meA1v_)>
zl8(0<fx-dBIBXKHBZrScQ-GvVkw7P&7Gi)pX~6dFFR+Dw-v?H+dHb|CG^z5?x8hrK
z5JVe2$4r*C;^LZ8t!kn$CIC<{+d4eD{4bmE;4!=6kxk->;;}&M!7!(&YOaRqo`>3>
ze#F_pJ$7>$AGq8l83F@b{ACy)Q-gpqqk#(lX)^R+RDW6~3NDO4YX6Vh5Gcr>uSm=T
zGxO*5;ja1fI!uIKmIC6hSgJ@2bN)Nvp2gnYJ?C+CQmc3Mvkz4ZeYTeZS%nKh9dwys
zJ@NX8S2Nj@CwO~;2Y60o49Oh1c0$NTrt#gV|7a$;EGkvicN!Pd@{CuOf~?b`rue|j
z+4z2j@!&`0RK^CBi0FHN_^u}e{~&<KbL764bv|0Sd(ADBPDsbr6hWPzz@|GAZJp1(
zdthLyUBB7ZO+3Y!6;k2(cl4j7_IFax`L`AAN){}PhQXg*{J)<`ogw&NLTnUOt+$Rb
z(Vv1e9{p>i!f?{!ALYfw+<?bMv(KqOX*OUVA2#2AFubI&djx#FoX8o7HSyocO-oC5
z8{nuIuu<6iwLcSa?l{zX^Itp1I{&?c;WD-1e&X!hoTA8Oh&BE{m*s#b4mBaJq4f<m
z#<p016j2KQN^v(W<J=hM@~4^Hmo9_znUZ9_5&v166TSWYSB&@eh!cB+;c$3hl>ZJ)
zLe_QUdA`5@%Sm+8Nsy@{Ux00_Sr>96coyR!_2^MBrg|o1HQKLo3(r-{rH!_AS~%4=
zQ&GSAdovw-IH|r?2`d29=9(XH6zzm6OX=(D_YEx#FDK1<EdP_f0UmnKsTFIOTKs8%
zhs?qbOpP4>V$TfrW5y4Ze?3$Bq`VAURHj;M#oGw|l1lb<`1b%nyxg$ukl08(H^5d@
z?{0Su*|@A}$tRS{WQ=_OCdR}i%loW^h_3j_Cl^{}Wx_ulT5buwy$P1hkb`PVy8^vF
z!`KN~BeFC~a6eiJCO%9Y)1e>n%`5{9OAo^7$@fp|MGq>Y8-qE`0>~`R0^7mb)7pSv
z=(bxfkwb1!K0TDf;xEFeTkUp>%lT$LA45t}h4?t<d&f68(Y;#&P+@}t55zQ&@o4rf
zEsf&ylwYpMuwS0r;x>*@7~32q7KweTGYbG^PoSxMkFEdx3aCP*_9ve#zKW<?W1JK9
zCp2;slZ;PZllpoFngd2J?NNg`(p&M8$(=5o66W?H#RBD&%j&x}i;h-k4!h1wxQLpS
z$B55cvv@LJg}NWBospnA!+aw<1}>lkHcOAVShm$Th4>`YUxZib_eKV=4wjamiAv%f
zcoPR|D4@=3zz{{T39)6-p5!reKit1*x@Q^tFQ)GJ5Sy9~9F%p58|~c@b!DpPH&iD%
zp{RV=3?)3?>f=i%&R?ZtYJ7Gu_Q5`J@phaEep-J&M`cxExkMgGjKBY9lCP~|DjN$@
z?_WC&fM`o(vsP9+`0_)(mdkqktj4Pfc4~^7-VwG?cP?jS%d?1c$I`l-jSt#km8&m#
znktTXNAKeL@FFbR8Ji*5((zXIY-ais5a)b+Jy(Fe*Vd1!@pK;<usi(!2BsSxI0R{a
zY={a#Z^R@v-`^4koIiBo;(s>cop|s02M%4&>jTcxc|?K@_pdRA`gp8*KgR8@+#j#^
z_A>5%4-(6NOkkP^O2n(OYGF$mCfVUl&#44v`)nat)+g>`^^Wt0w@vFRFE4M3{c-Q!
zk3@IRzM(~+`u|KJ4_b4{(*zEEwH}qc|5c=u@+hw9&n3ExHEmj5T|Bp^#Y(Pk4!EqQ
z4c&>k(6cdo+})TupFGVa4yeM3+ogv$=$to8+TXu-AX<-7U{-gai_nE=&VUUppu%w@
zyZcDJESM*-wv>LK2<<ClLf><%LQDX$)lb$b0>*heXCRo@Eb(Ze2TAZIS+Gx`W7jIm
zpK}OoXEm+3>e~+@o$EI!kL;FA?dIkUhiUWkf%e{8I04ajZ)l)X!0LxVCyzWuS)d!C
z){sND=1z*&baY-N=ZzD-CjXgHfsN=nzeXI_Cr*I9EqK5hP^#E4)08$IjwVbnvSKm#
zzFXq8%Ds7XUWNYAN7upq$=J`^7w5nQx<K3d%s<qz>@Q%qnuc8H^7_qYTxT>iC?u>c
z+Me;oXTFAH^vss>X7@vTOd3*`{dFou(midT)!^3g*|r1U{GZ;s`Ocn_zP29mj?}}{
zC1|4Y@FMKBZ2qS<U3SLWrv&>=bNQDdwlKhErX2_Ke*I>@p|@4R!A9uKQs<}7w7BrB
zH<)kU?5UgHsL48QN-FlbyugJJcqMZ*q3(4DAl=YnZWM4lC<eC4oFKB3c(g9Io4C5=
zKKX<8(c!*?<~F1G5EqOSck(kEptR$_IQ#p5Z(C~{HUE~GY;^&gHv%maUx5z}vSkSk
z@?1s=0$(B{3>Nw#&t7S4Y@IT8AKQB!<nTe0spnJj2KxX(_@mIimjRx*aFL#{|MC&`
zBd;sX=C1hRHzfw8P}gX&^yS)nxKM&T*fMIsX-GUO3%SZj@5!LHx(WVL+L|`w?%q7=
zy7Crc54F97>}dX@_G~~oejYeqdtswk0dNOstHkcB6j)q6(zE+16s882cwd=_@q3K-
zS0%T@f!Qu2c<RvKJhDj6c;IgvfB&NAnF&8G>vv4z6bRO~5w^Fa9uq~+Grp+ZbYn15
zTZJiSP-*qiN&H}cyV;Ep3`hd7i8F&UX?!{8DU=FZK}|Vm5|)BX*Df-89OzF3GLBJu
zesVJt+uaV5_4`Xg4$SJeZZ!5wm!O%~m)#1Ui44=w*9$Zk4=>Erhcl9Era`9DS#DUq
z4$cs~Hz_t#^4N7Ipu5kk8EN6!`!bJm^ASr&TF{gK5nq3IKCf#2!xmPa+vV}2M#BC!
z?#-=Z*EzvOle71JU!v+eGC)&!tDqk*S20c|xJu=~_w-BXCtcS65vyyzg2bM8gq-g1
zJ>AQxns^sEfg}=Wl*LGn1-iB3b77FoD-;OyBGx)3JFpKZkV12JX}h&u2iV0++a*b@
zTs}{Ww}-OLnJ%lE)-DuvG#Po;vBB{zF#A_{o_-xfdn1**pQ^BD44DRTnmq!LN%~>X
z>M(gXa8#XNQ;@Ef-8c9P*sm;JmB)p8O>88LzISLJuVkT7HC-z`bmqO0Z{ni#`)=KM
z_sD&jZ0>0`jj!01Vmf+k`+Z&|_ny}mFFG{+bALR(Z{iXPK1m7RS`92G>(B6L{YG;J
z;tQY<M@@z7Kb9E^69Fpnr~PldnKtF(($1k5ODc{KJdx4sYVG0$f74g1U&geosX3oL
zw~dq0;+j|5z=>KzCR-Z1;?&zI;gE);bT=8Kk(Y06=IolHi`zUM-6xkz;0E-2D)mtZ
zU93kP6tX|xtJUbcryPAv^sMPGOPU`0-tC?jcCWthsh^P`6OlWVjQ<~#i9TR6CD=i*
z6;(LEANV%=$@fY{J6$wx2c=%Hq-M(AYnOZK`BiP}%{Z?a^uP|gGn`O?AXeiD)3S|g
zGxUobbKo{p!CTZKcDZdb(L~HC&im2!M7fmIC|c`Wgz=Qv>)dsnw-~o3%t7_kls9*t
zgWaos5d5ZbRMSr^0tb-?epMi}&%aP_rGFkt4Ng>J1?aECH<7UIbqaP(Lww_iX;jOf
zh_(7SlN&K}HcOnFwY=^jfr+S-CGN+np}ky+ax~?hsf%_hcxA%6KDw6N_N7_(NA+>N
z$aoXq2W-#vnlUKp#^&Vk#gbuMNOp=W;w}I95e~4Rk`3+J3@J7b&5c#Vedr9n+vjck
z+Ln86Es4|kp)wmjx@Y>yI9r*bK*|@5hzsgU!O>Qkspr#H;@M8*fTL8d2_j4(2{}hv
zo@G(tuq+o_$0k@STSz4$Ro$UX>(Y{%IZivfCosQrjP^B%R`McJWV5cEdj7-wz}NyN
zuYhgS%WC_1n`!L(QuJbMVL!nsEw0VoyW4*((toc_s*gCZgBr`3Ic;$UV73!XLTs5~
zUe-d>F#_YesJG)SDerhiy$}1zsW6!!kTV7I4^??qTk)KhDKx**V(W7ko9{d(<#R&)
z2Qja&Lc$u5%qlS^>b*>8FEz}$ktZf?cHCn&cbhgjdzC07#1E~g1bconjV*eGfGK%3
z4<0XEJHVK|*_1>eQCYDQ4=~8Ja@C+MO^#``n1fvNf~;nNPVcE^t(Gm9w0mvBl@iug
zf1Fl?!-$KM$xxYf#JSg(t5#bl#%D9OWI${HB1!iir35N%BOU>;qpf~O+F5vqBz+vO
zrpScphNG6lCQnBu`_YTC^JAb3idMksUh0>Et-<fuL)c~USF;5LH|NAgb;1r(z;y9#
zjEGh9)-nF`fB|Wclb2>`*$R(wf`6O}QeiVKdmS6I6`mhIrd`^c!o6&U<d$#(ik~TE
z$L!$BlBYBBWQa{874LnkIOxbXwLeKiZ+;PDxr;d;rgTK$u`L}Dc*s*O-lhM+?kbp9
zG3m75osLZqp*exu06JO~CY{Uw!Ff0cen#;2<RR3Je)gvACVb8qlq|@a6pU<(ONam_
zLMH1~wrYV^ZFSonDm|ymhgVrBG;fi0%LBgb)F6GoS8-`{<VbR@Em}a@X~79c-(HD0
z{F;i+A+%0iLHatw%$yV(eYX{JW7M6>wStKw2LqBe=$Al*c6%9MKYH7qP?}h|a~xj%
z#1vUt=IqkGxV0fcq#2_~3k7Tkm80mF>g0Yvy`AapI^v@8KKx6fg?Ap4-~whYw{y_l
ztUfb(_)Xm6fm3BmrJx1I)+sdHGih;RimUcnyXxT$a=5^a&w$7=jP|WaCb^4-lW0}+
zHPbX(=a@qm^5lghb|{2Ee)q!vH`968DfpxI0S4%Kg-5pVD#&^gquqc}bWVMUKi8{d
zjKr)Cy9WNDA3puiK|p-~Z^=Y2Dy>S;<4mSNHmMbdJXL<U7Jzm{dqa6mfX4XKU{>I|
z04)<=t<JTbY>%T*+Q__s(buZPi}LgJXKr3}?<0?JTNG9YA>jc$0!`-PImcza48VcG
zO=5zlALtF(vN^9X=StZwAE77Vs|yqs-oQD)yqEA1xVU3lz<Ay8KX4K_5136*IlYt3
z%TdN)fwrZvVlnotCbqC1>CP(X<H<+x{oF2`aQpJ)6@10Og4#l$t-74wQ2@0~XG(%J
zBLB0GAlL^<<V_|XL#uwfcGSx&&`X*g+)GbRa+g%dVagn$Rm?!;3RxLIlPv!R=zt<S
zBqB4Z66WuES~U;vnz$Sd5ed4u&Io#zXD?&6w3`tox&W>VZfTg{4RRHKkiw10dVSP$
zdplT$CIDFUw9rb9S%119(EurE0OliSjd{*R4hpzIqfJG7`}W@kA;I6t&ko<Quxs8W
z(~AYj=$LcF(M(puGim$3-0bnoZRcWzk5(q61FVeoA?pOF)4-!h#JBlL0b^P@ST8-J
z_X;ltCl0&syavP#1KNN1Kk(=O7Z>!uWYX*&jR_zzbNFAXNQ432QR9TEF5k&(FFvCj
zdR1$sm6e(2ROB{)4^x|bpcf3~$?#*LZ>1YeiKnaG5W7J5w#O#b)H)k-1MM9eifyHd
zbhdDTi$*A}eKh@pKsYB)8^1IbBQADlHaxk&8?PX?Ixs%q5?h#FSXelX^_-8_hP%$+
zaX2-%)ZWO*=)vXcgPo)iHnA{qxO=zb{&mA4aMhaFSqi<OdY_r1*~M!YSyDcN7;(LH
z_iKYmL((9rRmyvsf@j@#;!+@NSS>XFhY^1wL2dBT^OO5b`-G|VqE_q#{Xr-K#b~&Z
zTXQWx>}`-yP>;Bep}}f$hUtQAA~Wr2iG0|!Up5;P;WqNh&HqJda`Wc9Wl~p2Yd_+p
z`mylCnUa{OB~~h9OQx*nV=i2}*u_(JU(jZ@5WliI=+T|+(Bg(d!QFBgtm~ztp|Vr3
z@lV_u7~gIYINyAHhCarb)!k)rC)~eczg|g5Y&GA1S>WX3qdgrm*A!bb9zhtpbg<cX
zzHg(-RO)<aG&`<uBW_0~m@J1IbS9}^@=Wvl_A2-Is(fg`=4SI=bYI2Xl`c$A?Jl)z
zvHN|VBO~eW@1K$~y1lnfH;y0Mwm8GsuZlAby~=k}t3XE|XL{u(&xtf|+O?B>5|5nS
zwi;VL7}8NAiKbnH!Z+t$1k%=QU8IZFeR$-0_NV_jZ6BJ8U8Kj`iei?r4EH@=It$3C
zDZFW<@$~?aDSrW9_Sl6FDUK30i03BV@6Y6z7B>jp!QY+nx#i(W>3<{=ZCf$HgIB9)
z9@T)@+kAu?6E=HUpcB5gDm!?)8R`YxcG?X?=M_UV(Jpf0Gs#UsBr4*}pw$db$%Z~L
z`neWIKnja@tjeRqb?BtI!s*S)RXgssQtpI^(m9iX4fc;_r(<VherR$=q7ZB;+8>Mh
zGfm^vwd0MKHswX4N+t~-&b>Fj{U_Mte+RgTiS<%%hJ*d~Tc!gaHyg)k__EP4%B{>`
za$JEeI{SRoG-x70_urL!-d6jjTT+PSKRv8r9Q3dG3}aTZZJU{Bv2k4ubdK3^;*_S4
z6{tJuyc@%zOU3u2j){vn3Kvy*)u#-(4X_L~E6!{86TA7kh+k8WG#4DcUCS3`2!+?I
zlfq3_B#MU5>`{S5XS~TSy!4o9&-pW%YHn`INnS(c4qe}GWt2KS>i(sXZ7XwTWbGCm
zRk6?S?7#jwG)BIY96BGx_80uNnyY8L?#`*)ylJvN`wMOIc;d(99%(Q=F7Whxz1m~%
zudXb7y&{#DXHMlrmMJ0BPNU-219{fNZaPKaI+^cRg_`SqCce=K7TlkEar0)n(|7-D
znZSTB8gdmy*fYH7YI18@u2n>lZ;hdi-Dlp+b(ODwO((i4#f=hNHaDB*OBU9m&pQu4
z6mfO8FAG@={+>`I)asGqdCwyjb3u~XM*T&7Q7*~;l!*C8l!j28E6i|?36$5(@&Gw}
zn|p-0%nhFD?xRt|OOBO{Imwt^uc^1FlM=f~Qeu6evf>B}voZrwN_S@3{4uU=>`sj_
zc(vg<Qi-&4w?l3UR%2&H?aXKVb*f8*BTR1YvNZp@>-+D&b4-by#0v(@@I%#L#RC$M
z3!ilMOth2sJ192TJC<0d)N@|<!2<%Ur(yW}h78k6NfQzhM=Ioq3^;p!<XVIH@4-*C
zlky^S|DrLb%4hc4v(`XQ(}e%<t2VW-hS;X8A-xX6EitNmTtVo0pWn9jQB-nPEiv4d
z*~JAa?ik!#j5l&8vpl*k_s#8i8ueDE1QR^-X3~l40E7BAe)qI-FyLGGQuXsw!)|o!
z&@angCDnbVC_A}7tVB*~tg-IZSfhRX_E0sWM@B)^Rg?Lr-@+<pm)dXBOASWo$XR~m
zYlQd#|15Fyf9d9dwyIk42P>Ch5my91h`;Mg&iYid@aD&!uUV4Q<edo8g+s`+at+gW
z)PPGWD*}bJN#dk;+tcoT*pE+_?4z_rZ)Er0PV~Y*=WUO@d`b17G0rh1T4OC9^%q^*
z6_5kyHT-Y=ZA`<rrNk8X{!kmEl%HBu&#O=r3_(@a2?>fh630$?_G8}(mzvIwDbnAo
z$Xz10Qx6<=bu^yg%J0?Yz6jeC*2lP#(-}^~>q3|lY2}8_Eh7$-ziOM$;gt(44vJ#y
z%e#2xvzU9I5%g_RncD*b{GY|D<-Hqbim}=OlM3<yY0E$2yd{%7TFKC)s8*5Y>Jm};
zsb?3dhl**FKcebTv#FOa6?4Cj;$~wOy}>lLpmw%b$*x3xS>f)Wu{ll_hK;`K`OfcR
z7m+3SFb?ugz5VUadoQ1UDcSytVAOD++c9%(;ba$-S9rfv68U^+=+3#~8~o}f3a;Jq
z7##9BGLMvW0>-&%MO-!8MFYsn7KfkvqRjMiM%Bqha-s&3TOwlp`@hS)EobPaM`_XC
zhK-%S=ol;IPO`im$}J-ePtpXyq~K=>$4FCPMKkdwpq`hG&puQaAtpYjA{dc)?I+tE
zfO)P%vX35UtaY8QyY<WeMDZY{X{%--(0b&%+w@SU2<-K))DKYo@v!PaN}BlX!VDy_
z4w&BlqTsV@%X#w-Ru5KT_*52Sb-PH$o6JHnUV$0&;z!8Jh7U<5_?mE8Hueq}Y%X4a
zsKA3Pxnz2U%Y$?7#R<jL(<<^HXsL+<uCU6i|Fy#xcR$U-_F>CST19LMT|MsX`Ozv>
z-DNe|Xy&ZT)*m9K;=p}?zQwV7zp!6CSf)3Lt+a`EW@Wl6_~}-EAwJBRMzd=+fTz0S
z#cd2Ei}s>aagvWI2)sHoN{PVCt9OlxR~dX-R8mK8uu$kF^1_JqY=x7cGvSuWh>P)@
zcE$cLeUnGoLg`EPGw+?WltK8g_$F?+W_Wk8G4@MYWO3av={o})O1Hna9(>y+Y_}`*
z94VLF_dLz@RC#P&>YypqZM}T!^u!mx)X;-Z>jQ!KZz+9Q3sd%wVe^yE{oE|>A;{4W
zZmd?0pYHKtVAm=L`qj|0;?EzD6(y%=*Md}1w@B3!{{X1Se`(e3d{F+265W?xX<s`Z
zy7WOoK_sb0-+lK-7jPE<?jV=8x-b*9l!tIfrqq(9J&?UPF2R`w${cP5b?H4U`?tNf
zQ?ZYMxyx)|8+4x;yMkpXHD9c1Fq8FD(>zUGr-cJv+sp)T9@+mYKW97)WzewCw|)6D
z`>&ga_TP8@-h#YPQ?;>JW-g3{no;yu+hU7lMS}CJ*R!Ia2mpz5;)A#_?5<<Bj@POV
zP_ljzaqm6pF{*>Res)TKtP;(q{Nieat9x4v8oL}Bc`nPwR7lbM2s}IlCRc!m*zb<s
zZYsLB@`e;~j!AV%v|e;bM2Mi>Upu=pYq<XMC=&rmJWqMKI#so{{9(K_br3P9a);M-
z@taPCjZ62_-e54O5Er1zVd85H`qyyZJwVa?yt=@Br9Teo(-hKiA*ipfF>G^oV66eY
zzns4doaXE_jrbhrYdeg!m8bKM`4;_AmP(8c4E#IyM6ik-`lIEGUq5Xir^x%J`eW58
zB-ZpxU6J3n=Q$mkwn9THDk=i;bHjTDvmQJ8_Fl=#AlO4XwgoLk>I=CpGNUcJ##@is
zQw|33#Cpxl4giQKAgZM<_JK?fhC6xx+F)<5z7Oejb*_=B&)pIn+e$@M2aAEM-JNx)
z0aiA%26CaM-wms7oAS}g!x8!^$%_%77!wvU?A%U-X2~U!Q+*(pUumBUYEK(tF^=*{
zE7e=gAcv<hEM-Tjz}CY3meSm@vR$#FMO(;j_}fc?CcdWiTxk;pzWYFyMBrZX=9ZTO
zB9&_exf0x;IlH2A1|1R#BYRg+ThjR7swCjAs}a0y>>X0E-(g}_<6-(KD0+J^#L2Xc
zQ*?r`iN_RSIr$|OvYJB~soIS7)yp?&bva|ztSV;s591z<_Wyx5(AikF{;s^TqU?7e
z!JCHXmyKiQLN?BisX0V8QJUN-g!f(dhXlTg%hu8*XC*w^efImRel=IGy!8>cP+2+?
z^)sRvGq4%m8$vJ28^diMk{Rbe#MI0`;zXO41;9<-czO^aa0H||D3<F@yWf9$uaoUq
zR~qNH?9wRpoQ~mB?lhKDFe7--4BRNq#RZkP-&`+8sTa6pK6l%9eHP3Gx7SMZ_NEYm
zc4;YusDsw|s^~iM?V_aVQo_c@8BT}tBp$QtA?ryeEDS?DH;yGV|2Nna;@6YTH|+=o
zh3*9Hil?K=;kvaYX4t3;@W=`absXh@>l)j}3EO$}4Mkrd592!U*yo;@j2ykBZ`UQ9
z<9a8aDVx@ICLd5&RP-O>nZjv$EIKR?GetB}?xCD0YqR?_)JbkS@Zc_r>e*&srLp>(
z1mh}iLz_5HYef_bC~}0LoZ}~Xpu&j?`~jt;=+Fe={E+aR%Bed-AgPjm+{xr-IwpW8
zWE&m^u+M><x+Qnal04-NHtS4jJ%$>ky3n{^bkTjLCz;@h+K^EpdvX^x>P359$d#;8
z#NF8n5h29?A?vLJqT0IuVbrVKt0F3h2oC5)kQ9dwVNe8=8bU!yWh5k}n*qHv3`%#0
zv~+_?j8a2)DBVa7F!k;kywCG|fA9P!o^$p-Yp=cH^I2=3)lgDdQ+H9ZLo{Q1#GHmA
z)#ELC=8up5ue%4~>aHelv)K2wSyaQ$t=7&sNUtVgPbs+T4@5LM*EQ3hzY`Ui|13T9
z)^%?Oz`utIHn|`=>wjcG9n5g4<Evng5r}(HPi0F$j7W2>Pb&%`n(ub2O=txyyD(UG
zZo4*+@C;~P2%wnG$WRAW&U@9G1w})CmLlw9Rg;B=&rSBWM}Eb)=Xn(r<@(w@38K&k
z%R^wBFI^XHm~Lu(1sHD6AojuYB0tY~xBcp}nZBeMHpw$p-c_9`drfUWL@;Y8lu4LZ
zt4L2f|9$*}LOKM~o;XcUJjhqI^u=jE4#-`dzJh2A37~_I@Gq;ych|0x*oP*6*$~?O
zAPx`8H+MIl?WEk6$La2e0dvXHEbSrx;1YRPb^R|trm`a1<SAi&IA34=3(ppQA<Lw3
zo1er?a>3UbwMT-&-SF!FUlt3wAfp0EG|rCS+IXww3CP7lW7Jj}SE)-DVDJ!-7ow5O
z7R7NalU0UVn>}DuAo-WYydZMabAsc?wPA@4oWd2Lk!u$821Q)RxH*8}V)xDj;#Cyc
zENQjvDxjWyyK@0#RM`VN!~TfoccSv;w9IeDX^=<8|FTX2${cj2UR!O|KP>!PDIHXr
znzQK8AZ<haC<jIwS)=psoq)oH^Zt**r8i6#qe^!R!YW{Ry@I1Y>5`2_!?300J1<i%
zS01}0?&^cS>6SGAwab$0)zACV1}0hpGiIW+wKyR1vL6^vWyake|Lk2`=RPynUlbZ_
z!UAg5far3T3rNisy@Y(Fj`3ViGppZu5-;t&U5|T&&Tz5)B`M&U?r^A<duV|4&AS}H
zm*<y4mPK1~bFN<;hl9EUPL*8j;MMl29IFTwi{BX_zRRMxF!0=+da1^}y=L$P>$b4*
zThY8wO=a>^guqki9segk0%=zKP>&RCuo=HSjTR`ZC;!wCresqyY!9PPuoU23R$DPC
z>yk%@v*(9j$awiU<U}7RR8;HvzxE|t<W)iy`d3Di){wMSvq-MG5an4HZCjsW+q^a>
z?o4e}76P3qk`H5H$=51Wk_hnwY3(CA5c(VZ>ml!mZGOs>eeC<wKj{jjjzzES!f&wX
zV<-%xdmRhA3sc1-3l9}aq@?09WzAg3k^v~S<*V=EPoc9Dx-+Gl5W4ksFO?^9y1F6v
z=2y&^b#>Z2fj^<l=A+Nk{My-kl8B^<!JCJDX}7Wq`Ii5Tf7ilzgXZ4)nWO*5<vfx|
zeDZpA;+}l+QAEJa^;0(BBjpve6vW&++I~OA24$bkdOg8fLSR|#az6)8_A4+S6Mzf?
zu!9!j<mz#lU)3@yXdU#Qr1rf=E+Pio_A9KL@r~ra;^uRnIDA;|TD3D%InElE<UGc^
zKf0>&*gvwGQk;<XdXA&*I_^7bTOzFCy~8sqc7SlStPD;<Nr&3A)UbMf;?XesR*`3w
zl0+u>)M|-+1|sGZ^@v%-(H~^vP9?LV@3_Z`*qSL4BNQ+j)rp3}B@$b#8e3yQZBSlj
zvl+K%AoRAEiPnTCMsur`pYS)J9u+|aQUIyOOSOJ?JLp-Bo&JP72`@(IWDdW;HR)H5
z{)Qpm0znaf_2coo0G}lPo}lZ|hG0KmHQWe-C;yryXL;AvOF2{-ukbfkgC3^%?q$P+
z=bdq7H?)dZP&p}H><dzrVqmZ{AaV=fDXtY20G(s&m2@+8Bx1<{k)8D3;Zg3eh_yxt
zzVqoN-yyyVk7K_3>0K=59AdO|5YU_-#a6ya&15Y$vB>(-GbUJH(zPDFrW8}8ED@5u
z<J&)dwQgNRoI~|Ggltj-8!amtLGc_2%;-yBeA#yS;dA)d|ASj`eW}2Lbm`qG_s^=(
zy;v#4GX(`ae$k#T&^X1jGW2@{I=W%nkEQ|YzF)tz{JL@vRuu$smX@ycobhKKoDjth
zKHIhvnD&=1-y1?8rah}vC@c=u57GpZgnw53#uX5;Z#VUh63DXj*qA#7SYeeQUF6}j
zzMF%}xtMDr31Siq{2O_)50~Ai_TpY|qOLOVg2q5hv+b}=a?qx}8{AUrb$@1adfUC6
zw73dmfw-Y$)=)pkcCO(zxYxE!-^+5p$^bL(=|58NbJAOcO;*i)ud0b{Gv%bC<`wEE
z)Uy7&ZH_qotL|aC1I74vO;UGQJPUtqD;9nPL_yz8vZgdAIQ11&ZwKXqs{3;9?ry<|
z3qBe&fdMACgub&;M~Odwiu1Q@dXX$WHU>^vuxRF`IPa;54NzfXKT2U<n`uSE(_a?q
zR^42_sH5=CL5rJ^T>QMOvHimU=4k5X)~G*i=xGayY0f(1Ue(Lw^c{o)D2B%Yft&>K
z=7of?z^jG@7-eX#*Hl!XpKIG6WQd&Va^)Kp)9d&IcpEXH;bL(iD+`t{Dbe8(<@WbF
z2`ZG8jRPsifDb^x&wMg!{uSHcf(CUJ<lg~lv~I^myyM6kKP|4bpSbq&@q^2MzMPKv
zM~-3jWROPTz4r8vmtw|RwLYhWRScmkD-}h@%|B?!{b6<g($#Y70Or4fdC$gvI{oJ#
z4{m(_>p4cC3AX#=m4KkBNq1t6iE9)160exOA$D8bej}j<<A}sK-tS<RtmHXzx{!%F
zAp`mMyI53aJf}`s2^G`JFl+u>GFcu~bSLcbi7}t$h!^y``vweBQdc)Cd9|(Gb1Qp0
zg~In3<IFMsZizgUR|!r3a8zkASe!6kgb^(y62C-qqh3d^W<5ha7*;H?>JTSBs^Y1j
z#q_7Tat8S@@$CBO7d*<&S)2*Cs(7+N+_sVSNF6q)Sd?w(j_Mt-q;S06<xE*N?wOud
z^Ynkv>$WY$HYmXFVe!!;i2b<%b@S|NMKKe@S$3gXl|O}M_ZCUaYC5Zt(hpAkN|P1m
zmQwH=a<-;;!c6r%WaU`nxX$h&1M~BYxXdFKldeQYc=5W5-I~)}SgFqw`qmyhH+O#b
zEkkju!__NefR=GnaeuN(m|I}oaJTSfUNO>0=E+E#*hExU8Z9d1ZdQbQR%{>BKm%Is
zjq5t=8Dpl@St!^p3q8~Gj1hOW*C}sm#;>^Pf5(`cl_$AjA)6%%@B-w9Z!L>`xp2px
z#yUNGaIRo~g3sA-{(4hSWt4$U>zKS<gKQl*1BWlGr^ljofsikEWyNgb+t3Q*{3}l3
z+eRffS#{;u5_xJC@8>etnfpmzA5*B9o_({ZP=n5O0Hwg-mo-pkQ>R6!J;eOcK3O!d
z<)47c?Rodh{K!_RFa~FEmFER#6<h-5EOqq36cbMmhc&nkghgnu8S+<1$a7VANUN_L
z<(Z5t7FQWr`Fi<9HTr4gaQa1Sb-(dzwI17!iK;E(xvfB?My{MyW_7Alv@HrL=gjG|
zx6NGDa)*cwljq>A^LTRlnd(agukkm?o@X1)D~dQ{O_Gmw4Pn+ddU!UCknFzOQoNxn
znTLMFH@_zk{vf26cOcjIgMndl5@~R)>~by%c6KkD)2~wf<K3(&bdI=Cb4{Pw)B4=t
zdh!TVOzM0%TYFql{-{j_p*pKFfBq3$4LVPOgf(!-wv6StD-gui^FAcM6pAn!*3H5c
z-K+AMR;QQMg$gmwo6p&2^=?0`uAwk_AN@Zl3qG-eS?8|H3$%L?z5FD#3cKRPxsr8B
z4<=Cxu1s6k9yQQ2>EG67#}tk2N&WLcLWA17Hxl<!{WZHivGl{l0F9{g?d8E8y=#vh
zHy(8-={z|dV-NW#O#$?ERC2vAy=Kg+a7-(E&YNr2(-}~6<%-n{d*Z{mn#Z8y-^a&N
zKkTo0?p@0gE!<ltL?)w-Vs2WqJOXsnoTKOd9yOg@>&>yZrJ&SqpEZD~e=^>)t+77u
z#ae-9$-h=wd<DZrmPxAZKsswF1EF@XG72X}zl!A>u+ddXd6T>D2N(;x9QQuML<6bf
z7#&E)#NIhb)06wpp@Wv1xgYeJv!;;4jO%wIx=f;E`rb$L)o~QnZ4?baKW5l>i*py%
zZ{vfi>NaZYj7Cc><ZoUIeaJ2d20U*wDmUB~rJWcfai-_Yy;oKqTqGIjU<r?B_pg0t
zJvwbYFKdt@Pt7qUJNI$}_wYRK-wOWtMCzfaga-87Gwj;ATm;qKAmx-lR5Hhy$8=~O
z$E=Ky--k+w-*bHLWqV}%dW9*xK);S_f2{1bW8~EugLX}B3#lC;#S5uoa?qZK8eT3(
zKPbXZWjd-{%~5Zhmj4b-Y{14}hD%j&p`^_XRyg_X8X|MlOGU^xfiFH$Mxe4X#Ynl&
z<W@9L<^aB#mXTV8Eq%!&yW_9fq2KgG*V;X8o?C+%^T=yxa3kkgo&E7J`|{g*sUy2Q
zM=lD}Q|>B(3CP_SD~u0~7wys<rF2gPsneel*6Q{MZj~<ZU%>J1`RH{I3!y&X3pyq-
z?~P!{MGDRTdFk4+z0c1hue~i)asxK`vPH^Nq=fu9XoBUgC^EH>;mU@;W#Yy*_fsEp
z|3Wa@!G!UHt;rI{j_v{I*w`b5fD??UbjFWqPgq;5Pmbvd|L57?25VC)CK`1;>nkF<
zvQ>MgxW&UPT)XT1Qayp~zuXR)DV(64N_*|hJ?ht{{{5nN)LPDfUR*c%bJtYf<#xE&
z_AyUu3#F&VI$mkqP8~X{Z&7s9%rMC4Mw*fRTdlez+TFGYQm|^8p@(@%%Fl&F$8L&D
zGc}j4$q-95Fn{fWw*nzb>q6H!VtdXuH$yGUF1fWDOn@uMhv5V1#71+S?ZAqudN;pp
z)SKhG!J5}sK%F-RT#UNf#12xWG!<U{kta^lm+fHz+m0%4@l?E`xG7~MCU}i!)sc&Z
z&D6x}5|gerps#ep7t2}Ypzmdb`xko>w~<4GQ<hO<VLQhRU7jHM!T3O$T*Tdz6>bct
z$~pRP-%pzJqKb*{cvJ0q;oLeuQj&EyG^6KUbnDpmxKffJkV+46yUPA}dIMTDnA3Tq
zhD7PTEiIcA*Z!FW)<Q+dyOZsF)?9n%vj&KIV50P`pE)^qzr-~a4ES5ru>KmfR3JRX
zl{x)>MQY6H_~ArxO+;5jf(F{mJt}c}(BK>pE<F3+_MWl6SZGpjRT<3jJe7Q4`hO^H
z9kAAvcc)6Va&&T(H=LGPVWbK<DR&&}Qpt?RmtiBH)m4g;Z@jO)Le+B?IJe;B<lqdT
z*!t1fT|GU!1f$gpRViuv4?1?Rn%t-M=I>FqgBi_{yKYB)jpl5iFtbsLXLc5<Pee~v
zrUAI^OYMXnmW_Ai1KW03&F*2@p!KjL`((;g%FhrQ3QadAa*x+w%+KP_kGKE3!z`xi
zUvC}IF>9cyUeJ@DWEQE|t08`tMoPg`98P(H&O74NkdV!W5L@d&Ah=r;tV+ap!VT+x
z63#G1>`-XmRN<vfh^J-_DvXA?G8^@U)0XDGJBV0RII*WBksHl;r?Hs-y)sUD<&O{!
zpbq@tVZn??RHB*8Sz`YkZ>+<lESF790f?P8$S5^XxV=7DNMw<sC^8m3(~@rcBW1UT
zq$d+3&SZ27|FN#1eq5SE)iboOD<-H_>?I9kY+k_QNM&}#*H4Q_1okr5(SIDCMwqwB
z`C4K7zb^-Z`dx6g$l`1Z9Ygl9RHa^(a-cKr^XXEWOZ9UR=kt60pIhvD)O3q4egtJ#
zJ3LbxwW}LJ#vMi1d>>ZyFTwofF;_1wkl)f<fVXaG41~lxK&)dj8Q9yXZ23*N)viZI
z?%3k_OP6@G3xiji?6f_W-W3<T&NgwKdI}HqLW#IFKKVa}*v#VG0z7Om3|QvWLGtQ=
zuWIRLsC^$3OT0~4o5K4@8w(~7I67@C!66xZ)qdV?8o;{sd}Kw1#^>t`uV6CN?J4>r
zlqbKgZ8f0R^>>0wQmUuWO3m2E8t)aytP51@AD>0Nwti~q<(?~|^Y4nf&h0NVFrUs)
zODXdD(FT3JJ>v4y7Xp3VH!`69ZC2+*UKZz>m4cDbH$;C|VwZi%|K5pRj@HDdvsQ2M
z>fL42g6(@;cl&0LoAJK6;$+A_%Mqz4j~^Nr{$0&}+KE_(&J>n>Z5VJ>;(9!v9{~#_
z!M&HJZ^c}Qb|qs<R6Y0n+|3L>>cie3bUwXsySM!@Jyw23=Y+hX`gx&L4bdKMqiZw2
zH;UDf&#J|=uV5&Bf2JOf3=}BPmxG?{>)mwZCwcGYU1QH?zzxyflQ8LwWyDBTu{)mU
zp3^y@2>b#~i@(VHo8MbUgz$O!Raq{b+F!$G?_U3R7ptXBO?4RHZ8nB$)>*!ZrW6&S
z7#SIrA*Z~VmK7mX2T2;DXzRp(XY+`^304^`clXGrKTgy}r{H-RbODo+EOFNOO(9h?
zRO7tR`-!vLieqN{zo$2p%_^287i`j+M?IW{x*rGR@rJ%t=430k=F_t9j(^3mjWg|7
zE*_+vaM?E$;$d-H8XbWCyDa3_1Z3IY4C|siEKlf9^$5@(qcl`h4_i9p=n#Y>KHyT-
z*n*DpDJm+j{0z1TiIY^q>6{c73XVOlY75;&0sSZEBQ%`<_Gldx60UXy`Lnv-A#X34
ze|Ozy8$KN&9<4$*j{oP+>rG}__jZ3B4M3?ro&XZG$`*`JfgJmHrlCe$cZfeL5PQ#A
z5a@%C7q2Tqd?fPsO{Kj&oI@kZlj9IoZF1+3m!>7>SE|i^@@t?ex4sC-aTM0fH&vQ#
zb81Dc6NE=&7WEz9KZa15y(01}Hy<^Tuu)svF|4r?@?De8q_JmBL|?JJNP?!qYcVuL
zv?*`BTWt2n!OT_u5Fei}Ot;O!m#+$gTbmACI-lXnmc9`e&JaD7QbOpYw=sbcPeIm}
zo6AO#s(2%b07KnQnE;PgI_Qjo1!H+7xg0~H)z<C(9ta3?mzxbP>W9t=YU72b?0diG
zBFcq8mTMAZWcJK{Q8l#2UUw7uiHBA1stpnsXnXL|JqOh%P+Kc8Q&B9%>lo5jZm(-e
z{5kodi&&KIsj=C-HP-C>aM25W`#fc3gvw^aQdlol@W_~%PUANSTeZWG4-#iw_a`hA
z?^QTyt~CrtURuw2n&K=RZsWBmJ$z9u^2BIr_ePzK)pfgH$+?K0J8dCh8+23E<1>xA
zMT!@X7d*Z>onX?|Oj`^GihK#!5J#cAcNqaSDj})wHUP)wUfrlH*c>9Emd2BB&`?An
z)JWEar?f>%<Xg61v8*gL;!;rWLNCiEIo<)EU$DP0X8hc#!*8i>w(Vgc<(||MvZAoK
zeFNVp?NU_-^^n_F@@N0aI;V+Fr3n?!`fLWR@@OR9Kfd^{&LlzMWH)mJ*^RyjfmFu0
z4U!inWn!?xSe~{Kqj#})w4$SwXy^qylVTXbdFgmwm6jroC#lG$VW2mfPZBZHQUYGv
zPe2nJRMc!(vif!H#V%oPMabuPlrJht64D}8W6|Jid2Fe`s=exp4~5!Hl@CD85R*Ce
zj#b8<ReD(i$CY$v#g;xx%@C=RRmpFy1_V{=(V9`>@ck|2a&$e1Kt%RtspYR_YQ&2{
z%w=#WBKUc?IriLl=MFkyW(UlXYBawgL@DOZBgi|aAz_YMxJSQru=AAN)3=mLe5#(2
z3le4+mmk9zu=_s$2`s<FbDV?C8i=&Pi`Q&uPS=i?66c5IoY2un{**1@eWnt<_Pt~y
zu8SNjpVZGiB_laf@9M6ceD981wti{H_7qJDZ><X131ZYh+?<7ayt=CAqU_Kq$$KW{
zU_Q8`bX-({WMvq-5mR4N;JKSTT+^|dY(d>_p8pC~vr4aPU<N`H3OXqCE_pOYezO*S
zzD~6$ZEq)Lv1+j>0vTe5QnHom=MS7(>~JS)m`x@xyJ9?p%CG7eY}k%J#)K%PV`~JE
zET@Oo<33<_IQtCDTx-y$SAg>#__AIFV;S~ZMwJFXIm^eYqm@@UQT*Blq1te_61g>_
zAH6rZT~iulboNS;SjNvE|JDMW=i?dF`tD_CNE?$jLdkEby0V|CD-k7H&+7Q`IDGfi
zU$bx$b>Ghfxy(YWl!e`wef-;KjkATi1&>V3o{JmqNFJW%iz@o}pQl1wcOR=!cW4)|
zY)R9XtMN?UPGRjGZ2($E?REVfMmnCecZ0r~qB-jiUn<T@{Q4|4>qDK)H6qe?$>?t<
zR)X(JsKY;uslsG0R!#EBiC~%LgwD0^cA|>dFcXe1MVNs)MRBN|h+=5rOsA|~{PV(d
zM(up1>LG&lvKOWVSva>7bHd+7>o7DivS)u%4AL`yelg?o8KwjP`b6$wY2_6Zvh%Fm
zvkBHCl}2)WHLK?fMaz|Mo^K5iU$^Q-E)F|CAHqiDBi2~)#t*acZr_bGuRqNTC!ALq
z6guvYl&M?N#|BPjKj*Ic$nLD`dv{*)m$%eR2lxz_I!twAK(XdDe**@&-74aHcP|Fk
zs<COG;$a*2fYIzikkN}s!iqM$^{4+P#ISB_DyXu9b<%jr(YjaZ;o82N+4D34XY|WQ
z!yioLvrU~|xeqr~TmBjy>_w9JdL6$l%T;yoJ>uG})nl84TSJvMIH5ttlue?gW%eot
zZ=5BM<f=?Iikrz+Nw~-?Y7N<&onxq<3;RQ}K&3=^eV(C#-c739@)706R49<My3^{m
z0%AGb_lk{n-kYrW^l1DHqc7B|s7$gJE)8><+J)EgZq&`&vj-dfZLa-BWA$qk<qFC=
zHh1u&)EUd_fZ2FEIe!(+8Iqf19;CA!jG%9mndL;H&Zlxa6OB}^+wa!jLTlk4Z~?V^
zQ)Nu3n!Y${)$mu}6NN2uNeR{G%}CvW^n)w`vZWWc5XnZR9b|ps^zvB%W<`Fq(n=D6
zKiG%|c}(6dU;Zcgh^d#oHNRr@qm7*{LmPETIZGmkV4ZX$HS!6RnSC~sTuPOi9p*{7
z7UfB+;`0#kErt8>&vQbs{@Y(T-9XHWAmW!VZ6$DpZJ*Pz3w~}FtgBd<Fs)T^gQMvg
zhqI)d(D`NQy+Y`(rKCFERowSM=t9;eXSElm;#3`d`5Z&(T-AKlB12>37`$ft+-o~*
z?q`ZWFuPKdQM+4&d$`-#=n%87sNnIPm7T*mMLvvc?Z><QkQCzDPnXe6h}yo$JZhy6
zhrjL26T(%lPbAt^3A%Ou0vXq`=SD;weH;Ba2NGE`&Xw-d7XICY*_Pp+84YluO#xf8
zb+Z-4;=GRZoSe9?J0*t=_H0K^c<YxObP>d#K1(C^B!@3R3f_7D6HTX{?3migs@@h{
z%tqb+YrJx=6*onSs>b)*C_;QsMmMa2u-gs`lX(epb9IMfr8u37kWr6&+@FDq9p0$D
zn*bzTq)11hWT==r|C6s%eSDkF$SAiu)NrxP6b`Jr;)?WqVI3b?YL`a8{Kw7;*@E`(
z%0hk+>2PO)W&NJ5G7kDNwsH}lKh<79y1vTBj2e&r*s(|_#Z1G&p}piEQ^!r}&1=}n
zCXxT#W>p1aK(mU1B$ClU!8Ant@a-f6c5?gh$n>{CcNj@?M}t1pIN+DAtbou`XRxrU
z2qoIMwUoXt)qf`tSoDJGhJo#yhwE8mH~vn?4V*)uhe=*B#-7d-jI))N0i7+cg~jDJ
zU6Xq4*JZxU%Yvl2g7Wn8yx$hQ{=o5O>zIG^;zoYFh?8T>Py3mC(Fx6=+G9Hos~IoV
z%NpZ(ona>>2u55yd(R@_!;bV~MU43=rUW1`b{=ghx?pU|(@%U=kFvt|H9G8r_3aE}
z%-`LFxI-=`1;aypp2A3zUmMqZomY|Q*q8?Q7957p`nzGW?pipm_6ajtKr;E<Ip5f;
zZe)k=+l`M*mcOPm0w?!27sVLj1<DK5(mHxd@!)?x>RH<=5w|Cd$O!Y8cbn<aEymN5
z&KFuhM*iXZD<_NmN=`ZGxr{<w<T+>EA?J>#Y*WQX4CE20bncs)D(qru8LYHF^^MS%
z$+&|sC*#MIdrC+%ZGz?}tLm@OMy>n+udJl8b4>Y#{9DlJ>z$4>ERB3;h9^YR3DMjE
zxs{aIC-n-AsE$%rMopy7@W;DRy7ewj1$ukRz5C|pj1;YMzGXWpUTJwUenv=I4tn=&
zbn!Eax3^o<U~6Zz^3xEQbx&Wd9$v5XSPWB;)=?H$3<Z5=$JovXuBU2<mCWtywg-vT
z*r^=(J;p5g1n6ZI&qyZqHZ#E<4>Evp(8`}2kb#QV-g08&(^0?J{KzrosB$uTk1!W}
z=@cQuP46@Xbdagb-{XYNTj$@%_V8zwzP)icACXasJPlpu3h)`q0P6b%l|+DATWafv
z<=*hqS&}#ySc<K95o0{6f_X@in!Z+n;0~au45QRpBXiU4DNUnw%>;Sl>9a<Cnio$M
zJ_gQvge|NfjIf{Ze9H;wrR!ExjiIc*u|ztK-Db*at6Nt(<_0A_mvLW;^IQ%lbrB@0
z^tTjezmc<iDz)sR3&tm`ehkg$0~3DwicJhG9LTl~$d(iO<XEd|kdP1dn$yT(l@IHl
zA_7un=3ez0Y+o3UTk_4Q4^Q(~@V@1$VD%M=N`N8V3JeGyyn138**HGo%OUDUD;Wci
z?#c)HEEs1pek{3CRfw7m(^bRHMl(Ha3lMygju`s7bngdy-JP}RYo0JtUod|e^RWCY
zY74visU3-Yb4u7_=G?F<y*0BWAWJ%XWrSWcFZ3%)%*c8Im!HEumW@4x%VTzxoDO3Q
zm-+-7TI`cATMejULN3GJUAB@zbi4}PJT2@vby~Z%!m$1>*!3S8Sq-m@6KB_fWuCx!
zFG(z{jckQZ;~zxD-4o=%A8M!Xct>bHBm*pGpE>nbfWxU4vp_a>I=W#|$#&kfTLtn?
zKx+3_*;W?+^fgvu&$Zl)U%DMrj#hfEH8|GPyKJp8G*Tq|P%IQ-w8D7TNFPnQ|Ef)8
z%y{&(CXXR+Kw!W(YXjDCX?OJoaNaQZ$q3-?BwnMH+O-4$cO-dbdxFNb(BZR-Ij9qC
z5s(lcf31hvru(1rFBIut8C_3Uy?ETg*|)m%t>s5*pcqxWFB$Kg=g~rguW@Ohz4K_K
zciz<h@?k@)PB;F2W>`vNN*?GZ^YML5-@f_^&U{c90?(JZ2GU#_sokD3P;pi;08KU5
zh1qJIFRCd{w<;Y6=r3i4II;a$&zY;vQXuJ}G6vzda4A9o83Gwkk~s5(uMS~xUYei=
zW>5b0^q|B|QmP56Ao1)1x$3~TNo+x21}ZUve666<1BVUdgL&qS5e?k$xI1-WO^Q9)
z!;YMAMBXRgLAJQ;N(>+lXA>Ywk*>sj7vvc?`-F7(N*O}t-7)%d{Sn9pUV=cKsRoxU
zY&&<!UK8zoX?X;p9zu%XS8xdBa!;^CPIGen&Iatsww)ij_XG@dUKR`_Ba#pb*f~(V
zFX%|mSW+ab8fI%l7~U2gsd3!>J=Q6SjS<folq3r|N23hpvXr)0LP~!QJX}|Z>$0R#
zXFib^co^{Wj^6v+ZVHU~6dgty_dt&{ScgEXY7UA<u!Y6aIZu{xIEGYKTIm|<k)rBm
zMokR^ioMp8U6y{DYAT#$Qlo&A*7`&<Uj5n|j^{t-+Ab12&r9#9?M@$thOZh|Sruvi
zO&Mos3zJeS-snK!|GV@OtZA=TY&$@_#0-Y?9_IxVI<v09$Oj2<qz7&{+Xc%?fUixA
zvchWT)5Nf$3h4P1FU^%_GVcHoGVuAo9`R!#s+*CNoSzONq^#i%lhp`HhgGVt$FDx^
z7M3y&g@-KwJW#vX{|_Zb6tPr+WLT}&y)jv<djpOfS%bQ3fJ<X;tNtPMw;WXM6tjqB
z=<9wCu#Cbnad+7{^z0C?+=55~(d*iOfy1~!0ZZ=bog6d(M=~<l=$c6JFNtCw{2bOw
za4mqcPX_bH5z1)6@y*JeiBK*E-q;Tk7ka#bCH}L}u!$Yu1CbJELgG<zJBY8XhQUir
znl8Rc<EzXR=btK9PpnV?9!h_!vWiy);>&&Ac@1ApxF84RYFPi81<kJGF(B18Ybu;z
zdP0`_+OgbAf!yOi3t}u$v|hj37#YpFm;F#(jeK`PI-GThaUDnoXRk`w{q%+HY*7fE
zX|n5^W4%`sohI%Rw&wY#<0Rx|#~U+XP8(}sq|H;J0Nm`6kQCh73QK{wuR+BfBlWL;
zBD=0bWqs7V8@IKoA#%bNM`!!fR~x_*Z}umh<vr%uiWMQJ!hx@3EB9z!aY2v6LEg&o
zYnBy8KWvC}USWJ%cax)K;Z#@{Ovhmy<dK)QYBp^`{SB*c>wn_t9UM%ffJ)w#c7#3W
zRvOVINnU^KYZox#M~U{`>bZ!ubRhFl%ZFeKD02wrq3xui_SX|Olptv@xq{Lr0s1Mw
z)T@vZ?0c?D{gL|t&M<{O24<&h30Xp^c+Sr7BOTrD;lJ(<l#mya>P8?LJ!1>I2hc<+
zIYzEC@-J{GA|tF(5~y*4<wK7(qUOw|m#5u%6G7;E$Yi@S<u<cd3J`J8jq07P5u2vC
z+zcu;?+->V{@AGB*%Dh=as@kVa*xJ|^Vk=ruJh@a-T;0bSRE=kGBW$D(a4b({Ox%2
zQBhrv6}HeQaCfo?YeEkMApbkgNCCEoG9Fc6C!jHhil@WDA5J>}7`Ds&&0Xeq??#ta
zG<4<Nm)0A2-Q4a>%{vy^jWeliV53M<(PfnA<Glgf-ulyV=P@(SqNDpA&NF|Vn_aAu
zzFh3t^)feO;9<TYyrOf6bCXUj5g6mX_NS{e-mUIH_Z>eVcb+Ysu{L|2OF0O^yI0Mc
zgdoc9=wNlV!1Mm}EIPzp|4tk)gdc!@qfjKSGfX#|Gdrp{N5?!8`xj@|#j9#rx;CCd
z(RcLUOPmopE$Tvk85zls#)eBhjl0DnjWzZ;ZFF$UM*xkEw3n(j@zw)?hho+A)-%v#
zga;VOsfLD_hJ)h7$_E*>^g3EgjwOhJ?K7o4P(R(O@J$%9?&lC>;~>hKV($kG)1>?C
zjxJdAVq<DapTZmajjURao}61pR(lO=j91tpE#R1HGSIQYDBQa;tXYWqu<d!W9mItn
z`xd$+({oJq0Ax~)e;Y{-81sa6TKU<o*_Dl8?@eG~eOPm$DGD{8Dy_IjEB~;UODj+P
zJ3aRyZSy&mEsZX(9jy9m!`H%_3hX#@f8r23nm^!5l@tR%uHlr1LT=5#u%_^^9N?x`
zC-N6@e?-F7&p-JY=a_&98;u|%T2Zy??GVMXp8B}M4#loQ@yxM=G9BVuP0PBU``Tg5
zdSv0HLWLDme!QXmo_{#o`144Y=WwbcDJWYFX_rxt4h4N*3~e!u9;QkRt(o}eVRNps
z4d+Vq=z3y-x4dHAu-E&n*5N)G6~Z@hn`I^xx*6x1aA)_9QM#FBiWFJD#*|st;0m;-
z7tFA|A`z`P42qi7O$0!e{f{ux-U}dy$@>I0_Cd3A(=8B|4010T*?$vhr!h-g`K42k
zkgwjTO_^s+h`gaW`)TOlu0Ki$^9KDI2&4p2XGGpzqC;%Yyybg8NKgr7+)f_3h+7ln
zb38w$=H;UZ_05*!7AiN+HB9$g@PZtPmKRL5ANm%uAVYgrkjKFEfPDMg*azdGnV#R?
z5WYw4r&O9FS8dU2bXC*DXDf_W#ZNK(sS@q<X%EOL-@z6_1D&c88UOcdp=>xe_G&&J
zvB(1WV0JX8LxIsWG7S+urXVib5_(VS3VG^k%oUt3zE3KoU8-jD!YTv|?&e32nWk-~
zJwYzLAtXoDvo`P5F&wdV8KJE}_eiyk2Tl^4)uB4Y?-+T@+*9hQd)L5`xLjeDv~+ob
zvPeQ#_JtE&bJ4&6HWBv(w~CyTBPGtNEd1t!9z!y6%lkrqiZ5OV&G@cf6sufbZG2Uq
zS=+!CK$ldPE|pl03WG*|XMperli8%%M0=DXBqQ_77t8v+b;A&T4`P?_bk%C0`89EW
zC$ctEA~8x#MSdfoHa-pxugHdzKzIkN)h}I;@ty^!jKwSgx!(uEC-(EA^Atd|M>-GE
zm8zxLks~2eI3K{a&_WJ_fQsIJePLMBwI1Gc1a#^28ET~9_%qX-`_ZWkes#9?2#U*H
zXER2oHa;?+&!oeKrc581ZKpH-zUkhm|Jexuu9E>#Ky)3?>IB4bZlZdp8?A{390G{i
zuKd?BGCCg0?$2xS#Qgse#Y_#=CgT!fpONNA`jwbL!?A<fI!UrCmUP-hkCd>qM(2my
z*YwmjONG6mxsTgM8h!jsMhq7lmSYE?FP>bfi(6Z+seYx)j{EK@rRQg4cnnm&H6kP)
zuF|ja^X0HUMZUHdf4TgXJR#67l|G;z|3G|L4IrZKEI*mv?wbH9e+GE55d|-nQF>EG
z;Twe{35oP}E4esy7fdHgLSB<``A;ZSGhi)@-L`X8O0ZL!AkK|eUk=Sr(5I|S??5f4
zbizxGkQKV_-CBkie22+K_0s<ziod<w<8b9!?W>n7jB3tN=XIau|1UNt*s;FT2|n&n
zd8Cwp4q2v~ty!#W3AsiG_zOwjB4ILd3Zk0qc^;NfEMa*WKo1`~Nb?0f{1$s7@LX~G
zopDM$&-6S^oePu&G1WXkzTOev8<4Zz;iGM1HbA~w;p8h$T)cE#G?1!nF}&Y)z5jME
zhq>d9XuPaH)7VAwtC*P{DKU>P=WMXD5=N@7v<^HLUTm`Xb4*qNgem7MEk`fWafCdE
zoEi&fR;RrBVAMEmUQ@YiXDk#t1S2zR+n}U?06e6?gwr^}7DN{mKLpEsQ6U;oF-D2K
zfXyH?3BRq<qU#@OL4YJY4=`9%S+|4`aNEHT>}?n<I&3fvy}T7EcJtHK3mg43l+z%3
zzA5g-T;R)hLLTA<498+sVOFH-!-c1musA~~3m{_co|N?khOYe$=@cAIeaF)kh+Q<x
zn#lc{2WwIhE+U#up1w>5R}O#KnAfl(>OO+3DhK$dJTpmGlOiP)oAc-JMf*BH``iUQ
zFP}%ecySlBc7r{rp+J!}RqA7qg<Ki66gfIN1O8^F3t&>lrlY|zvE81A|Ll+N*PSQu
z)w7iSaeN8+HM5ie@qGLknF#Uq0mAG8t5mGS8JTf1?!z>>?tG8M#&ri^Ofr{&`;-IK
zO1<Omqjx%#x=NmR*UIAfDy_V9iASxKlui4Q+A}9|_5C|+NEnIWtcf-gt7!D|8xI33
z7Xu)hw%<S`FcKT!kXHY?$GjEwJv7F-vr$KGk4h+Bi7G>7nkxz%v<-FLt{$nj)l~*0
ziDROl+Ny<FH36(?0|?6$UGQ5p$4p78arFmEDZoflWB<_pb_|4Z8b>S!R=`XN1OWe#
zRTaD?dGSScn!KOZV#rkn`IG?pZv1YNMraIa>cmz9Yk@K(<ED_}iC8dMf1n2cT;X8}
zR^s=3zQWkUU}q!1{L_z;-KAbylC<)YlA1LdA4=*S7QHw*nUp(Q4gq^Z6zq+!f~z8+
zY3w#gEUnm(#EA)4so$Go%(t<B!MQIG*M{*TK1y_2A?9Y3v;VF|xYW=<E{7=rf*xnC
z6&KdKN!E+cn_#Rv#S%O3tCuCQIjH*=z~$6nlom?L0+9qDo|#gpKn^EGi`aUd$LjY-
zO?B?=kL&;fPzqcP>R!}Zw&wxYMXoXUz0~K#@ShrH8*#(nFFjhdpm0sT!fsH|_Vdgr
zn1G$H9}TYvcHzxxG+UFRq;pDM75P4I`LxYQ#fI%G)U8$4wfq;vU5W?PnI04trP&qp
zgOP57kz|mh7su`)LgMT#r~_N9yX<rGNsZ!;QIqOQJ8J{V1mqJMHRWewGZtH6gbu(P
z-4fOrR;w6}vG`Lb1xVi8eZy7Y0?b48IISRm%>gt-2%0JfRlu>?sFOV+z-^r1vDO9P
z7B9$u!?}efUVt(pN{pJBz8U$!WiXB!?c9U~WiXFxj!P3xPaFo{o{2^51FI2kF~Hm;
z-$g0(EBBXQ&#)ZO!*_G#@CGH=c-?gjnPb}10~HH0d*pG(tFW!rC7=?6EMkz`KWGbE
zMWMP;6eyP7yYfdaY|eGJchTs}+iO60n%p7<FE;K5kfBk^4e@f;B(sv-mq8WUeKvXU
zio+zYG2+%c)}oLy15dLRPL<{zaCiqOpuzw~l8i%vhxBvpD;W?&&58Vet^YnnT<%Wm
zk(|H9aL$-pw@d5&t&*lgRC=s{E0Ky^+d#Sfn9%gjo-sKtJ#QDZ7|L{UBAkPY#i~HE
zev+?^OlSO7<^}#_zt93UVs2#Z&BEW{;<fYGp2j}^qoXI|&Ed0GTL1==gX;Zt4@u!P
z=SDugw4m(9^JdSpybd+jDFXk*<C#~uiZyh9Ht}W_RLqs1A3m!V0tT@iUk_^qj{#ec
z?>h|_MR?}sQi{qo<13n0UgsD(13<*~;%pWZs7S~HmijtqkVMf%-vK2JIw)oh@(teG
z%bHfS0Ii;;S7ZaF5`F+Vv;(|88LH_7+&<-+GsD0n9fNz5r(6|XCrAAg9{lwpl3ZdE
zYP8txv$VDbGze&9d7?(s!C}_1i;+L{OaRzjZ_XHtU5?ty(l3uZrlKn^#N>l~rfdHT
zrbI{LhA%~xQxvy69+XTOUe`BSGE6&}V6>ZC$)L#@8e(yp5%t07M-`b}y`A_8<YM6D
z^}M2|$LL+*ou*>@TZD8VRrG4N^gU_MLpWuj6keMpgX3%jG|uCPCb9Qk|9fW1iV0Aq
zt%KR7xCeiEkAZ5YrV50DVF<+H*DcBmQ>`q{MeK*B;CFul5$J@cGX@0sv$%;c@Wn^{
zo8(z7&>-Ku@|e$e28O6794PWbUc(ZJ=sV9r`gHshD-(>An^Ci0VTq>#a)pzM5740x
z!J4xKgKPtAt7GAcIJEK5qBilH1h50jK{3k3OXSLxY<S9lAG8GM6ro09s3AZJd+b0(
z#Xd+cFAJKgf|WG8Nmq-TSv%zgi5s|2d8FCd2yjRsKr}4J%K04Wy`$4XMQ_zi<zTkz
zN%NJy2rnj*L!0wVhfVbz28@d|_#zAW7yo$_a5mQXHh!{c=K^I7?qmyao0psqTD_R|
zG|fb*B`b4;)7tjM9UQQ|S(}2lp7x&x-@-w6xe7FTZ3x?be+&yIEWlM0DL~bV#h14d
z*g&UO_YTcps`R6!PZqlz`fN2#d#1k7oh;5V2|tRHKef7HJwts*jV;bnBtZpoQbU5&
zrQIs5Z3vvC&_57K-0Xy?;T3JtZ~|caq2KNBvpLqN2>6633g+ZhdVcWRzD-yt$;;t<
zfnkNN?&82{=vDzT5K3JyabEzu)mUq3a8W2vu^3==yla^l8AF<Ib6AAt=KjHmVFPy?
z3RL#IZXs^7O$SvqS>-+m5OLU|Ze-Z>#3~v6d;r7Q@wpEJe0F{V>HT$}qi?8kb14j@
zMgRl!vmJ#I?-G9{-M-BS09P?wLGz4-irB-s7n>0umU;10G?sdh2E%)jZcPrV=l6?p
z?aA|@GE=cg*$AzwCj{G)k;2=={R%#H(BNF+LK-bGAFLgKKKk+2J}lIt(Ln*2XFdQS
zTCEq=0Zt$+9@NAM{exq5kx2G1N7S!jFFb;<?~j8c4!4&;9S--9xMx%Bk-u|Gi#AdJ
zRhu$*b$2(;CV+-yXJ&~Tg~^@Y9~Qq!o<li`b*i45xa2vEo+dVx%~Y5|;w4m7)|*J+
z+g=*#%90Y>-)d|(`BOr^+>h|28UXa!*cfnezm2EesZ;N^v{`XZ9&2o&f)$uc{#}7}
z8`fVhJ(Z|6!hgStE{D~Kwp~Anf1Cfxx$&ZIqy1w`eCJkg)55+4H93^<UKpB&F_JcI
z8tGuwu1`U{e2&a^=CTb=_)u?L$_J%Q{l>-Q6C#h#1t?O5Ig$=~`Dn@B^fFNYp$)=(
zgzdpkdk~+`6;*F9Zut$fUK2D?R));WnKmtaIykC|w>g`26Qa2vn7m^Xki65x0MT5$
zs+U7rc1O&b!h`rk39evvYK#AnCDP*oM5<Xozpjn$Rp<(CIz*bvIXj!KJjwvgj9VqI
zXDh+F%q5CmhmbrcL9r5**<WCTC;?0dFdZfKi!veC`r}1A)r!a|GR%-@hEEZ_9wpI!
z=YsSbO!cNujwYJ11WKKJrJr~(#YhTQ`di{`r)eT2#Hz}RTLiy)sl<M;YL%5@H{)AK
zUYkBH)3_$4l!NiI*#d1yxJ38Ij(DjYtFA<G=$SL6TNC!W<Ve(wJPCiuR+a5UUxyLl
z=;}<9bk#k_>yK7sSr1L{T?!bGdZx<KPUW+oMF=1`+FG<d?qw5xCiO~@GT*MAxAx$5
zEA~>cY}|OuIAQec30V}3eIVpQ9`+{80NQ4DjK7|Jp*tyFLPNhZUih*4LuN@*Jp%lB
z8o=~2{hFY*KfVf6{;a}Wf1=jI5kIH^_*&}l!<5y{Ai9`4A+9^1oK>U8!qC&qgOJcA
z>8sJ$Ep;J~tHX;v!i%*1ErcJRyjhLyDEVo4A#~kYe;!V;VP@_YLzW>s{P+in4l`d5
z@@Z2>OZ(Zcl)7xKJ*(+s?WxG`SA9-jg+EC9wsQLn<0Uz0dDbCLIV>Pxw2Y&b#?Vz^
zM(BN;J;o|<waLv{uY9d#Ks`ueJD|oE+W^l-sq4lmhe(<{SH?vcwvEVQxT+PM#&@>9
zYR9x@W10lcBqOW4Pn-b4NQHXrWaDPSX~Cl5X^X?O8}X?Fwky_KGovLSp36nNe*`)S
z`r+d+Yho`sTNe^0Pel&b6$I>WqSMig*g~wQ2HNMAG``oS)zI^xb7{?TE$l70BE+A?
z3xGB8tFh&#%3iZE>5KScIR(tb+tppE?dFjK8-=#Y6rya)3uF=<nOu-zl62Zf`xCbl
zY=<W;W>zo_;`>t;iYt#E^Gd&PD$p^`jCFD%)}ULj77P1c{`?3akDqM-D+)e>IC&Lp
zSr82S?yZWVf4mSea5^H|Hq&4;QT_A_opDTPRu~9$&F65iXV>ialbNVl%S~4}n<XeV
zZTi4i58oJ*jS}E)yY8Z;tm|TKc{pX*vOg|O_hE9+{>FF}UnPE%+6WEo$=tC1wWKmy
z)kw<GeDc$XFez3f(Wki8ecI8kes{MuclMUB=_c3K0J#YJMp~{W8l4%4FzSk6Mr?pu
zyjdzCb~z}`jO26;>`wKMJWy?~upmluU6gD}6j6v+2H2_NALcJQqLa3kF+`z8hdtli
zjL7+F#C{+WKLA4Aki5>3@6cu718fx%nG<Y0w9ntOpSE7zEv}Ig@i-cZeKY27^p%S>
zVCmPT3uLKU9F7emuMK<77ai>8bO%bAfC_=zH6R`an;UHUwRIbPrj#agIeaV0(-?Sh
zmE4lWPBS(DS7o7k3`&~_)K*IfR?>9!E(XcphI)-k4+1yuET{&fS&-6>k?O<3Hm{Z4
zG3(HuSR%K8KEm1X<qK0w!WRXjStM^Du|mFvyt=8vYa^qqtOq^Avqb8lwyVU|lc%BL
zZSbZ2^SNCR*SU#jHQR9`rN#>6DF6abhPj4-LX(qKO30xo*DbvY%$_I`02!VRsKCE+
z2y)7voBZkSDRgIx`kMBWM_dm3MvmTrrvJ49dl@h!)yE`%*5|B?4fE%=Rs?ASNjM+v
zho(6S+BFRP$q-s;GFf<QKU<WA&ai#~1tOvNaLIGtB4l&tfsdFD4)a(F8BphT`Wk-P
zb~Q*r6a6v2JC3>~(s|-C9R~0J%>h2*>Fd)ta+Cp1)=m+>b2L0*K=LLJeD}fd^c!c7
z-Qp%l3UNT(w*5OU3)TOAAAI4oK<7{y4C}N2&JgaZy2nUSTq+?5xx{oPMcUE6-X5G+
z@mj;@wJVbzp#3|OrNonU>bM*ukJ=qt4(Lci*~DJ`-iBWTZ}Y**8(P-Su$Ro&v4&Vq
zSN`@s?N-yhteZ`{el7<;_qGm6Li!q9pw0opqYVlk-?d0c2-t#<EQq;jt7AZ&DjwAS
zdy9Os8?1Gi>s_1)(Y_8agF%Y4+p5N1oz1$J)Q=73vcY*NyLC0mn^^i>c>9GovL69&
zYlE{gdxlNx9KW<$HmIl!CfhXpm({QkT0MN}($cp~)Ibl2E3bszs|AJaOrM!anBFbe
z@FWN{W%||W`~5&4LH@E^h1$xq!OFqEm88NZ$K9XzBJW-X`gzb1Hbsvl^a4&t;P2Zh
z)i(Hp9NHYz2UQNbSrihkjLWFYaPRFnS0wPs%h>V=qlxHHL9&cC7CK&_<mXug3?Oc%
z@srN8+ejoLvD)F~ikM1TU7euQ1|#5t&fN9VbH465FmZ5L7)DMELEBz=8VJ#O3~YqX
z2{Ps0;4rM&e9ASy05H0PR-~_iY()_szb%Fn_HQkSi_lQG_F)5@VkGVPpum0KcR)RS
zB~}8KT|b{4yIafix1e?V2G1*M#CTy!P$<dm)ovltmOwdKSti+P{AebOw07hIkT|eL
z_h2U7v9S^wn#*gQEuTMwt{)+9V;jkv#GUpOasUn{_Wp^@rm<YGbe`2Iuf^{<BCTQ8
zu6MgVXL|v2(vpu6yVbb2j?+Lt;*S8Pp@}b>u+;!v@czn1MPuo5ON21oVboDIZ8Jc@
zAi`@vdEac8O`XIYF>Lig8BCl{;95WXQ*#iefW!fGRivIEBVi_;iHx)`OGQ3!JFcMD
zvcB2W+(IgFYh9vKg_zUB<qyyDtayY8>YyX9pYF;S*b2V;+G`E@PUe|L<5zIcue2j1
zviG;sn(!w0Jq5!_fhMzLa`M_t?rzC=>9E@wn0(GU<hxBZx4>-9X5#~=yOjjIq0wv;
zD;)vOTa1(;@20UaVZ&NB>BBHs0LJS`rDX2lFn3m{@YID7HmxELP`J(1;y&eShhJ?X
zQ&KYhONtQibr}VHE}@f30B;gzj>}>JMH%)X_|2TeO@5Lmw<*$hs?Hpx-|duTKs(R3
zXP>?2G4JON4y0XZ`+8as5F~LWh*|)rLQ7sY55<aDJy;Q=L9AU`RKR-i2VZU6QYhIW
zGCNtYx@>$IacSj(5;I}Je>Guyzd3{|y(g#6-cBXP9o^M)?+k-wFO2aJSIZVFI$77V
z$R7S+6vGlI2+quRq-Xj}t|af`Ukg}F9=|N8EO+KEFI#I*U+X1VIj&1}3~xhr-S0dR
ziyV6s$8?izuMEtldcSEi1lx#X2g^Q@-%VcjBpewjgGB5HB-<AUf49MFI4H-~;LeVI
z8QJeg285=FO9R`ab-Yc>eQ_H|iK)`H;H~|0F>UVCJC{#Gg+GxakG&rtJU6?s>9zQH
zYm|fsz!jCsmq*a@LLE5Ulkdblsmk0i&S8I;o2JJce|JE4_fWp4$DtB!01V$x3Ov^>
zCE^(AC$!&VpYHyJYwN4%6tm<eY0P>Z<UnDe+KHFx4D23<z}ETy?iUuhPdRv6r+2aO
z)8Ag(5&pAHcVME~%GXjPR6CZIuU$=WuL5w@De;Yw!>urqhrQ)!DI16C0Q#I-5Qx?_
z(sKP)YMRUyte|7(=Bp1CXxj?n=w^S(VpSo=PeNFyA&?|UiR;dO?7dMT8DG4~K<p|4
zEj8S7Zu+R~o3*>w@Rc(-#3~<a7^I2lrc8X7pKeji*8c|?(Me^uoT`_)bND0FcK5^1
zOgkpo!XZ}uJ!p25$pC&@HKe2Xz!iUpQ-woLr>0d*T|D{T)a-1Q(P?%rg^+9Cw?dg@
zZ|YWUgup$Iq7Oc^^TWZ6k`9C30iW-A!!g89bU$DRF~&Mghq&PK^vk}F=|*s9Ov*)F
z<UwzMPoqQ*Id4wALaxo3DFn>RrW^Y4R=0EF#~UV*z!`9X<F^te&d|*5_A{UXy2`*`
z|A`GG!G55vwRAB3&kPpd>+{zUAJwv-lqly~ZHGZ8h<3x6X?O)%)cm|J9(-k+pNNOU
z!)y_{?l(RO8hELB;M{|Z+Iyj{#Y;6mR-wy#+VUn7k(1htOTmSrNL~>GuLrv@Pn%=Q
z)l)8wOM!(U30PM2B1k(?5_Z-rVtnh~r?3G}^M?Q}^v)G42}h9**5Kqs+bqs<$lD_H
z$A2iMQ;Gr-D&PqB4dE?c{wW5M!|1A}LT+$X)9Tnk71B*sIrc7xV`Mh8dO6VLXPYy+
zo0?Sh>ueIj=<6~o>M#D9Tj?1U=kkG!bO!&M`lhy80W5&LX23d}E?Fy7(nP;LCrVoS
z;xhMPuViigb|&h<J8|q=4EhSm)>=7U2&n3-|Eao^2L<jYJUvfs4I{CW<aj(zLUFQw
zEsMGZ>s2k_7?RxwH8$9-KTLowuVEgVtjz)Oj9k-gBK;gWNXcpaY)?A`y8$LeMYCB{
zH{7DjU&}#UqJ^tp)Kmz*ia|y3q&x=h=2bbPcOU+mOGKVi3ra`1CSrR;=4Hwe5T)<c
z>#UmDA#g~RwZUHdyV*Y4Nk-EY$7d^?UF^V~qYda03=MyaO#ebHxz8<3YAqv;TrKgt
zCD5%9cuO^6`r1ntGcdY$WlWdJY(HtMznU}*M_+|uqhrN-|LooqBFChi{Rx2EJ&^<`
zq-uOn%6~d2K~M^C85M40pTHRgGhSLLyyXPxbN?0*o0Ke}s88-PsI=J(24DqZjgi$f
z>e$Kc)s+w`F)h)XUUy3+tJeCGCu`UZ4vyRri^WZsK=Ko`6kD&Io=Fx;W~J?Hr3(oF
z4>^hThIm{PC}dI{XS&{*jgooihN)9UVf2Xo)w?q>S-=Uu0ZqF-Ev2KD_*R9+E646X
zyhRDFdmVQ06GY7M+Q9us<6j<!f5gY9wMT1KBujoyqe37}wT<0B$wQj`0hoK2`n`0E
z8N#Nd)Ey7NLCls{1V*&A3>8X}#n3P}N0><lHI!3R>*UPlI#LHN+n$o1JFp~_H3YGS
z$*%iGGhgyI`E{6Y6D(-pszz>O7{o2bxxU^lBDH*4ons!$Cin6Zq3z-uZ@S$E)3!c@
zP0|-j%>KBvzSyc<#veN6*j#_L%$eY2Kg>TEJ#Juj_y!G8p+r<2)+j4j11}M|zagob
zw?ZTxxSN<V*GblCFkC#X^z4?=CZBxknSlBHX~v6}<#>A!2zlOtifigY98jklOb;Hv
zEy1z~bF{tH4;nca>|Iyp>D;~<=HWlRwzgX%xY(UEytDP=OQ$$C88<p=Z@O8t6K6k`
zQm1$msa<@ehU2Kf&p&Z2jxSjGOSI#ux&^0(y-4?l=XarBOh`q?(Q>+C=~_Z)nbcol
z6fTkKeV`g=W`d2U`s$F?Kq*Z1X_MEX{vECaTy#l$vtuuAVW!czDCGL{;tGqVLF+mi
zrRt<AkrlzPg+tp)<$9}9r>}b@?Q{^j8rzLg|D}CN!y$ITIKDQ?7ug;O3&!<@&YwFC
zFtdYbZunj`)wX{o<A`d(KannvxdSUzhE%!3PDtWR8sKoL2E`5rcvp3(%e&@hmudc(
z9hAFpV^*rW?emGJ=GGf(aJWoX7W?yxD@i?<Z4zAm;tO2S@U)EVC~TKC$#s~6nm0J-
z;X^m~Ml)B}vsMmw<pvXXsiQX3?sYh}DoXqn!=9&<lk~~uJKu-#R`=u1%okBz3FD4i
z>{yGnpBcNbMb>!itf~97!1HvaqD|d}_K$vUg$9$cceyyU9w^q|ih4NCVR1VO{jK;N
z?b!XQ>BDf3Mpf5_E7{FZ4v94ONvm1*@BegYxSs!P0M2_y$v!w2)M{MD+FPL=8q+b~
zZicL*{iU(@?p;&PRYQZAr_7a)l}k=w-s?Yg@6OM==i)cF;vRR=lK7wtdp)ZX&9C(_
zr&;EoeTDGjx<t-b#rRdaB-af)g5A)Ec>HX`j+aNyMAiSt)>nW<{d{{bq9BN<fC3^V
zDIf?)Eh#D8-K}&iodzOZ(%rIjcPK3a(hW*4DGf`#v+(=Jeed1pv6gk`J2R)x=bZD?
z?-O`T&GK($hp+YQQ&N*1KikwV&<q(8MQ!4+LXuF!3vZOSr77?o|E+(_ZuZrA+R&iG
zItyAN^YV7DiLb>$+F{L(@%~?9FLMq_|GbYx^|T8$d`oaB5@RG~r$B10YQ6pyeO9Qt
zcWw^vVbtY1*B)6azA4+noquNEKp1a*pq$ySUvb)=n;jhV$blQ0G)8b2)Y!)NY|2b}
zpQ0g;7eaDcKZ9PUKY3SMNcS&J=iUtEa1NytMaV@4MPsp2k3$YSb|vj@rm`4?^l(dp
zOZr%SCpO~t2jRit;q-QC{UQCBvzNA=!6`*AM<?q`*Pf1T_m22Ftllr?w0fgRabHDJ
z(%X@rDpm)ZC7s|I+aH>;+0cL&rC)4ZKCkupC|if=X7zDxBb3R<|GrDug1$cYcCAI8
z|HkXy{Mi%umrZiOG~(&HvaCvg4f_D=Q)7y&MyL>ohV?=Y=lOQK&rlmy{c6VLvn11U
z{Fy`<YVxD!j_DN@qVI&dU__A>rUBW1jmJBKgF=5bB&Lkq9g}@Y8b~F|Qo1<x(pH){
z;DwN(-EyuvJ;OkG{l`=Z+Q!#wdwe>N@<}624b0W`_G-*7cj?{uPNX4{6&SW<2X6R<
zBP5oWGEZPFxb92(sjJ~1oPX98ie}*JKTYjSIH0Lx+O;=HPL49wS<+KYtx+)Ll~q~)
zutGonh=boUO=7cOFMW$6EN{7aOR?KG!t6$Gx(0ihXpGocXW};+Xf5sNo@i%?3r^%!
zl?z0OQ_s^a*`{e}J7I4<K(klITDZ(3D!|OAyVI*j$F7#TSuif@v=z~}k5_BG*hJkE
zS2<<V3S0T^vl=DO`Sx@ZGY&WRw<v96n>!ivouDL|PbS1IDX#-xeUtuD6Dg@A4RgQ=
zU@eIPgrA#`;IP>=#p%XtmhnwL2fcOmm01<~&xMY#fo)qK))h(C$b$gJfo@i3nc#@5
zvH^TmE>E9I0lTU?b^htx*~|8Pi#lstRZ@2KhaRa1sRM2iujz<sW~<_9E2yRVP@yj{
zYlE5y=k2U)|JqbYq1J9^9-N+~AS~D+qQd9^Y-b!rk^4ik$k`(d&B-EFX>u{T&Tt~*
z4i<CLJWKEMtgX6pm7#QkESX5Hj3{H!Cwhabd0hs=DYknD`;~-wn78BJUfq6Vri_1N
zgbwagf7|-#rn551Z)yBFxUwC6-7En$`D;tbp3QLi8tJ0l1c8I}EzU{-Sc<1~sB*~?
z3HpOan331*SA?n_b5*?Am4B2EcxHLdPWT&5Th`N&(+Fo-?*Q}Ruiv!l54EMIesa3`
zEfStiI8PO-2!7SFZ8-5mC_D*SBusk&`i6A|>M;bg5faq#?4=BVX6W!AKL#7fxZHJT
zRn~W{Qycx)54Z&T5v)&R<*)@=+7@H1R5zSHt@U{*XH($@YR)w-V|lssY^}L(&+<u_
z*+xjy_@zp)yh8=NK`Ttl{!6by?~CT6wXrdoUjd!l7SN>N3B;_40LRN=%aJwlo=K|o
z_F6L?*vI9${Q|@bY`J|UNzgskFHGLRfLCujSODvJL^o4J_w#_NkfNa2`}oOB__gGc
zFH3@|=gy@PxvJMoL?o7%TqEW}|5_(anft~|={6i@9F?zW6Lrduiv?XAvuxHM-Ikub
z6C~rgV;wie$V$sbNn6KUC!ppraQaZ`y==GIRKD}%-kPgh)Bmjto1^kG`V_JzNL)jj
z<p-s><7pI=hk18s+^4!WBP;Rq8&}Wct_QtAsPS&!<S@Trx3Jh6PTh*n*e&~h`k8*@
zG$y`+a3)9BJnZe8uVe51irWg0IQnC&oyAkjN>-Obo?eDc3uy9|P6i1GbaR@GjHs@)
zpjUzR@Xf{com*DWCksllHape{W8mp$1qL?7wj}WG8n6^8(5n!E{L6IULq-nkNu?n}
z2$mQf1*PEGMVdEkl3&a9G;h)(-#e$Zv{E^DHdB!0A`kH*Fx2Oq_aB|tUf?ojlb;av
zC=ce}y7%O&XoDd2?NIF7f%lR*tq=oteV?I%AhX%xA==GMtc7E{hF`MDbs9m0@*JcX
z*h1>D`cXM&iawgob$nzi%oJ>!8>U(?x-mhBk>gf9IfT2d(4`@(J9kS=SO(j9$}~=`
z=^z{R2<BZyaQ+olRWd#ihl9q7+nhe>%O0U>Q^thPhKCF(gs%w5cm80*(GvD2_>^O%
zE`Yj?`=-8&1pG%2KXTxi$D8i5F&Y0GkPbk`5YEHy+{FFSDgCu9d}nr2saM>F^F{8f
z11_@uieGe698^iYK3L@P=SCJ*ZC|M*pV@+csU&iWtHp#Oc1}Ok?Iv^{Y}~P|SWJ2L
zm^Gsr5pEFiO~j(YyRjceM1P;|a*WJ<zw~HicGemU4twz)WLHb_fDzQ=eek)c(c(R5
z<k_*R_~GCiTztropmOj5X8u+KmrCghf^{98L_lFk7c=kNZ#^qbuz%oM;1Kw;G+PaR
z8M@3mKbn$jZgPJwB`q!EfAbD#XsKa2YV!gd^T(;pLAMpMj6~a$dN2d6<u+&v*pd^&
z<e}?NKAL8zJ(hr*ofdp@q0o5w#~rN8p<b&#LdP8LGU(-?K5{fe@hkJtyjWrAyU4@w
zGsO$^YxcA&p-a6`Ak^RWUDow!2<5S;K-h(&XNr$l9#}*gh1ZdTE-2*QHF_Z=TBvh&
zTVW-I-0xmVWGQy}<k@u6_@i-_80#pY`X4(kb4ro`-Jr7L?sNCW(xZbF8bMalzy@^l
z?rM9RpSvZiNKvO+PWv+={{61{Nw@v`JyVCH{gJjJ!DAT$^D7~6d6gBIX(k=q=J>+G
z>$jCtv3ret<7JTg2yA^8{`fMnhP{XTTgL?1-G+|2TqdUE>p>#EuI}zP>gE$VRn@dI
zvVD>m!gBvM6Oy{wvhAiAXSp6ArpsTt39{o;HLDl<lY6r)Z8lc2FIuL|t-EEZtY@qb
z<$Z9A{RveX(>eWUQ+q-%l)jkk(js%h*}Ja%=$WDy)CsbIGCajigk{Qr9k-NM74>7G
z#B~#`*5Tw~*jfT(XZMl=aR}9{5Ia<n*4^%LF*CXIlvA8H|MuISsSp{P0Ol|m=K#-?
zuSFXF$ad)5@rOyWW{vcs**VeMPSx;(3&fh{-bZ*?vu=@;d7(9F{BJzXNAVkYCwz*e
z*Tl(}>T{87cCq_PR&W6l!f*5iVaF696)D}|5!t=A2?IM6@prGhAkmka5~r&brRx%n
zp@9cg+QOYm{I|o%GT>_tjfY6{N%QRoIj!A^tBbLAngycZH<%Y3Y%%Ze&_}cuLo%;3
zuaL7@3Xb65(hV81hu?p*q(t!I4oa*yRTeZF$(WUDwd<LG1thHsollE9(A~b2otvqP
zbr*1>Y<~9-LDxu-dFZqIoTPcPUy628w^8s^Pa#=UBHQLYWAz-eY~oIX-+v27DD1xf
z_z(gb-<M$3|NI_FAF9y<MN`{5fmW`j_#nRD@qPpS@)3(Qesrm)4a<1HrFC0tR4?OW
zoXmQl;y)rA4qbE4%PNrfDml5sG3WJVGNn!hd!Oj@FRdLjH_4ZKcgnwC%MlePr_+O=
z9`aG%ZSQQ;pj?af^vWEOGMO@#jqFoDf%>`rpQ5JCN|ja4G}9ex6IytcV#2b9UkeL|
z+ZH<BOze)y`bQGR)3#AhhEbEG{RLA=0@X|+gGlilAd+>+IyxAlfJ#+M%Lw}A3(aHS
zgam7|)W%QiIf<$Lr}p^0^sQFxmz_&$OO))YbqfzHG+D*oh2(pT`M+OteOu%{%Ac8_
ze32FTuJ6KGIb$h81A6UUwe2Cy6FJsn@2w>vFcE)SAItbFD{Q!etIia^JDR{jQUT(F
zIhFdZ@mZ^7uOkk2B6aa-rb}Rvjk56##d67>)uE|1K^7JaGXBOM0cMGYw2#wXfZ<+&
z31hs*(!w%}OsoQPo@RcpW*c{l<yExQG8&H_+kh=hI6)8&wH2G3+KBRgu9eL=>b9)T
z@`Duk>4YVG+{68+`{kG|9C7G1a)SI0)P9Hxp4RK@QUXYP&E+?j{T^`C+ddv;RQN^(
zDKxYrUU!~Ribslb3|nqa-nCy}pvn2zLv`6M6&au&`*qXAsRXlnDm$K#JRO)JKx%A8
z+(+j|2Ype$*g4?z&`_pA>(3HghRW;C2qhA6X-u8Tg~$XA34tW>aN~IdXv9AHQ2Ah|
zx`!8G>u^Leo+~gslQW9hA7Ojaja_NWcHeL-{Ho0}Xkk4vu{8EmU*Ic;CD)s7e&v@n
zO&ze;x7xRk*oQ`bDHN;bKi>1!!81xSOl_3-T3f4ZiASyWkQel7TmciJ6t=<41^nfi
z<AOfH6-+psft@ta_({o}Gjb(AH4Yd389j+t1IlU0<|TVj-gNo_bART!$5->2a<@<>
zb`o=ssx$JF>vAp%<#mDCuib*01t|NKhP?xx)fP{_?TXnqx$CpI(Dm3(cH>`I0Hm<A
zUU&3n6-ipZKoGyOv#T?q?PjoE*t^%U`py+aja!mH^9%LuVBLif9nJy|$tzP{;)$My
zax(2>&q+fAEv0!iFRzfMiyTeudxgD-QoP=qtxT+W_G4Cslc{{^z(E5F!i;fodrg(x
z>O`y8hfggUQ}?U4gwFHW+-ZfZZn6GdJj>-+QTA^yq^~{T&--H@>T405vqQ<%7q8JV
zRpN2!ax=CWwc>9YADzY{c3r1;Pd~7(XP8?`I$^}BR7tD!GqL)a+IfWlFkuau+djW6
zkzfamyDI7pEfE+wjC}`)f@F=JM`C^Rcs%*i8P-w%wykO(-M;BGQYpV0s(mp9qkqfz
z5g{IyS`tL&z0aTQwfu^QAGe22vu#Of=@lWcWT=K6wh3-=dj6^xAW-S-;evw;fb%TL
zGZ4R=lu3GIa6)}07Q$sDB*K`R=O5f9)ynsHltNoQWeTO9+69KBrFguZW|nYGYJ8EM
zQE+Dz^5?6j<r6Qn5G=ZKYWN*6pU|9VrQn0p+M>rx=M6dFC8UIfcqJ}(^BS0?mc0g}
zHMsp539$WSFwx$&2Sz7wS_8u?xa<^9+&PSeJR>SNym4yFRq_Ld>iU<<$yOMB=<pE!
zFZo=S5#R(T;NE(ReNd6V8KAl5xheOoBRep^A{8DQpC9Pe&wBq#BaDw#AbKj^e4_?8
z-!+&}NdoIOz4vxmOk%a=yqb#?*J>@nGUZp8cSY{w$7{0w?{6F~DwD4jRyPmQuy-cl
z(iji*>E(#IIGm$XaGEm%iF51sUVrmYv;Jk$$G9g9&z~z^UYu9_nNk}{r;sfg^o9#;
zJ#wR)VR0Er13pQLbESZ1lc%)2O39`+`U6xh7Xn%AC=+Z>UtbX@6myYzN{N9L@>sPP
z^bG)facgTeQ{3_(;V#N~$^o;ulK?YSJ+Q2$syB!sTKsOR&Ie-cPi&z$og_X#``q_;
zj%5Ac;Y4q~eC4!KtTNG+X*}vu?5-hOy^)?0meS{Fa<w94bZvEY;1=P9EJ>5~0Qpuz
z*2Vd0JT4aJ7~o_MOUb}jheb^eN#0IN#=w@nUesu;4Zps_@B6_@b5q`jd(*F`tdz~6
z1f9Ga{!|CkcPwT6-!awX`*-m!Jx~p)mt>X~OGO&2yK}IR<)R`hU2~@YGEO%<|Ne28
zMRt>OnC=Q7=Ta{fm}7fjujwIF61YY=L>fkkhE9{V%@691nyOI-R1BE$R~2Km9Orrv
z@T2u|Fb}<;!d^LX%jYktY^rk_LLpGtEnY%Z)fBl^?+lKeggKVsUX4)Y%9%9H2bV2v
za%=!;p36JwJAXL-_tnM1HI}aH*F4STXh^e{UeH!tme(Pf4fF{?I2`U!S?!dFi;ipG
zr-`}V@8c%Y+e->g9wHq<fIjs@OgI=Qfu82BO}r5_wM4I_%sPj|QiuAJDv2fl5;5mT
z-VDH#`%TOz?zGYX|8d?QYvgJCqxnLYW2UJXs^2J!?S~_Jl}?3(CsbA0oNv5uhG%C>
z-`VDlUW$YesVdEnW;b(7jp<!xp)6J<>h_kH?~)8BllQt}b5k_4|4i9r5AfdQB$ZO+
z+5M~Net0sH)9NdxlY*@pa#`4r%g^NEH0Stiaa(1bim<ENB;&oc4Ea@C3dqJv@=??1
z7xs%Rg!z-Ndwu*Lmm<SUDMcEQYwKo1hAotb)5hA8gX^}QHr#lS5?mlwvP}Y>??me3
zZN|POHHZe!J5&0byl&O!9&i-~@(P%u>)Q%rV&sO>TZB#Tc7EMDi)J9<U^eqQO6VMc
z^^mRU?YX8<U7z>o?XC9WH8AA6sD3*ki{E(;h%kCPlt!Mc^kl^uJsC0WTt)K8_iWz-
zd<<cFrGyixltFA7XN^(oa8R83i-s^v)h)ggMlXgK&lFz|$Q5`=iovv81dnyu{Qys~
zE7!@6_FDT;7_$33{%chyvr3n|(iN}-@*+1oTY0GeyxhGGUCXsIOjUd8NDm{t=qic_
zrdt&#D=ViD(Qan~(b5eD$r)fp8Y$S7$!bwjV$hzQR`wHMOP+4>eg{jh$5BbF@8n7b
z+Ed3$KRi8`0oTj`0*c5{f8n*`mF*GFm3P>l^$eFgS4N$0M)fY}5rNz{g<ejJz((US
z6L2wc+2HAV`RW`AfXW=_ck0)Axtf2)>T||}ZI^)t>4Df-tS{2*dDBRi1vB+^-75fv
zYdJa95=2f;)dP|A<XPTjlSTgppz<^QXC2V#i-Ya2S5`#_IgaQR^dAy9qI*Ywfb`Bq
zdOe}cpiMn4J1OpyoTesm63z<Ly0DRl3olOtC1gO~AWgtux7t?{o0l%TI(?I8j;B^&
zhw+#fbkESmL-;+vq<Gs@B3^`xFw57%Lz9aq^TN7y*(>C|zUJx{-b>1kX_iy^T0SB4
z@k+F$X}sieSq(0a$*U+3b(uv{jSQ>A;bP%FTsSop8Wj&-E!K4*%>ihpF>uh~55Ykz
zG|Un=UikG4P6$RpDU|coxYqVqnuZ1>LODsXsY7^?r~imGKKk?72srPyY;?$D^75wj
znPxbms&VOZeuPir8burUEs?SL7qL0ZnBS#ioLp*MD#Gr!9mgzoWd#hi>;1hw+!6jD
zeN|;;f52T7#?<X;U#SyRKM|W7R2sa<Vl493QP*efgV7%gIyptJZEPs2SI@!dyU<-m
zDBS1-)8O`8-Af2wW#!-X^1~H>6`UGeKM-I){(ObSgK*2z6AS`Xk#)=GIQJ0?RJML&
z+J#oT#e%At>vg`mEpSPnbS>Dg|IiN^DlYOIMx6kdYHncJZDt#wo@(R9(0OC9^6$ON
zVJv)?fwXrcIU=t<w)%{xnWt(SLva>^da{3@Gb?OrUMh6AD0;1b@UG<ds!iDD5&srr
zyGu@fbpdw4Ai~bES+E2LRyaUu+N!EX1JN#Kl$(rU+4~qcs3i4UWtA9r;iK&RMc{}b
zCLe(}-t~^9*<w)oQX`lA@(l}+qCY;`8}F~;Go`Co@rk&o&(s#fjrvnN3bs#<c{pb3
za_h$UQs!E&mh`1+I7F@_T$Br1c8K|}S4es!;$n*Bq^E<)FpI+l#Kumi$t?Mml|85p
za{?cn0uxvdin<<4t{`Ob=^Z+JczPNjMSKwo;pRnU7O3DVM=n!D{`6F?!1!UIr!*~m
zb0_HGE_=<jEa~<WraWI>CaiEpG*>QeJwslsQs#&VKR`tu1kPbmh!?*NmX^qL*&GXs
z8a}Z+yg|<g#`E~LZ#8Z|-z*=q3n3Z+xB7Vj6VpeYrKzD0M)V@fb4*#)Wp;hns$72V
zhr(;p;xoD4JGg2FR6SPLtbELAV=+W*{(R^crQZ1k7hQf?*)Y&rN;EV!AQ%ti=bytF
z^N&Az_}ov($rAxD4+<;cKs4U$Ejyo^wo4^Dj=lo-d80FgJky`t1B69hd^O1@RdHDk
zg7cZ=fJ_9>;-!0bg3X+|E+ZkyXB6HH0vVrSyhMtcpKtUdmkOwy)_k_#LZ1kw4C0w}
ziudVyBL)(DhRWAgH(0?vq6VBpN`4g=dCP#dzQIybt{#=;=^_mlR#qTd|B@72hT)m&
zh~ilOAsyi085fHM1($rSEnbo5j5+kfOYHY4u9hrG1e{RIC6M1da}*Qv{3777_-G<7
zRyg%$O{<XC{y;U*H?68_F%})bXqsG40bdN3mbXT0dD_q4EdF8L@}=2II@l^Uz_VhW
zFQlRjd`^YB1&xv9%bXwLWTb$1lb1k9nf#>LoxeZg+WqA{aW>BPc3;NZEIEhFa36`P
ze(?a|94l4}mB!IXf)9M4(=6%m#6;%U-0?Juknm8!oEw{)Gj&U$u`l=Lsbu`$6O?|$
zds>T%1n+(Zb{}K(mxH`}R(iQPxBR~@ES)HQK8U|sjh+)+yPSFI5uvXANh$OsYev=|
zeV?@~T@OG>0h<Q4sj3GL9XO__smB6JfrJx)Nd*S)ENxw-*qQl~Z2bwsQHq$Q=}hh$
z1s3kHAj;&Zd+ju&uLMH>UhC-m79P8V7J7Vg-$oA_;ljECmCbg^TI97t7c7^_xxQBq
zAyjnh#w%UHqqqFX<5R7wW4cLu|93eeH;gQZP?<k43HwA*SGQ=-$N4kBben#GjDwM|
zoQj&77SNjzVt2<S!nLj4^((U#d$3}AmTLd8GT+lc^Km^m@6jB?+<8UZ0Y5o^VUG5Z
zQon?}bfoYFvvpln^JHqHaB}f%&a#+){>q-uGW)er7>*7CRxb~NX(rze8}!!NJk|gF
zp%C0Nys>Z!#PFW_pO?JaB;`kr<)@+)G~PURA8jbl@~KwYA|3Y4_c<c=A9=StHCK|n
zN)Ruen2wh~hbYIDKn`)N*G<c1jss}cu9h8q=Yj7Y7kTH0#D-9U@!<RhagIx;upiD(
z@<%1SixkwQi;)JFnF)kp%D^Q#%DZ#IJA$kp0-Q<W5UskzZgoYX1`#VM`aoNIYI61Q
zyrL4{2Znn%9?A>3Nf4i3OqAQLOlXOi&s!TS-Y(mR7+_MjkALi37;OuvkHc+c-KyWV
zPIjHQ$!QgOaJ;##|BF~~LSD}n#P`GBk-89ll^2*Xf#Qs7oNVQGmv4GoXxb;7={FA4
zvk@qD_UsvN5ssflOs1Uq!NX3y$TDtTJ(3y-f+nzE5?5BbpjKvJSuiFb2rcv<S?eiI
zsJN@|AeOSfuAU=p7CKT~<Sw(fl4JmV0{I-U6!rVH=@Lzjh|mL#(}8L&@awV9Mjv3G
zNB;@?8W_`{i^FY@(r~`jr`^%WYHO%|y$Jt$O0VJd-L*)e!p$hBc*dDDM_-@+-A5vV
zqzEd^x4mn3!8Ri%e3~~^Mv7$shjsvZz7K|{*k$$gkquF{{1HwMH`71)T2$-M08Stq
zpLPrGPv$iSBPywnWJ6_rW}k(1>2lCldI?ijPW$8tC->HdTvZ!EOg6i71&96Ex5h#o
z<$is%_r${Wdz-5$QsMkulC`T@+Q<HjP3@)_2ZvJ}AQ>cZUP4tA6#@NnPm^C9!#l|9
z%Q42rz|S-v^IMb%XpFpp;t+f;i;&0%rliA|b?o5bw`G=L<hWn$-RqpJ$<OV3Yd<W>
z#(FM~HKakNz`DwCf|#HPwO0=I_7>k=hp?hJuL9=F5h|3!B=9=$-9kmROHXvi?jxZ(
zlq-*tQn|8|z#lH@irc<7a!Ovr1%kz*2IuwIoIWwThd}=3pSJot5IwlM+O9TWoFO`u
zFTSE5&dH7G@aTc8IN;MVwl@luP3Ki3fIF1xH=#09HuceD?s4%GXyd>qw|mkoNN+3a
z2b7Tz%AB9|xFnf5PF#U)sxC-2IfQ415@nP492InII5i5KdX^*X49wHhw8*%nvHb=o
z3lGvAA6m`DWu{#{gHRor$2@v(-Ttd{vx@*IvTGox6|HP^hV<7SOTh@|)F|R3{`R0O
z7r!}_njk%hg-^#v3z-0PVY%EX!pO<_#L>M0M40P-fA>&TTpq|SCm(DL3lB$6V+lh*
zAo)(thjF-QxRoXomdJ%jAItAG$(0AAl{u~N#B3V(Xmka)-#R&+sH&-D<mBLn5ZOQ(
z#-lG2s~=ijJl#BhUl?NHv1$(IIVk4&e0@vQdmya<>-y6?glVe_=h;hDeET-w(WPM^
zA6XMGj`{IMc`p=^bqk1%$SjcAAFvap7bgqT7Q7fpNwE8#JXw-1c6r<hCAB~PnnboY
zdpfIRX&F0h6Z_+bwA1uQT?cnQh@XExKewEVi_i$i5=tX^A}7pF&?z}MtKM|)jye4Z
z+vX(2V`5wCJbfc{$$)x#MLmXlLyJ$}MP5uv)0h%(P90o$t+|`mwm-O5@FpO-nv+s0
zx@kQF-D<0cwHe+;Id{};EsElyPqIplFQYsafTwVNG}mV(L@%}7bX4gLwayc`^el(+
zdQ`wBNO<^Xe<L4n)|?AT4u*fzOLpm_<l!gt{oeMF{7G&u9R*j<WQ$RMbBS6aXC=I<
zN~tqsPR!?Yk2pu<y;#F6_Kf2g_1&T)DJfgYCj{i`V#y6r+p+b|Q^AL}Aolq!rucd2
zKj+H^a%Cu4v5Wa0xf&JXespdNl;vWZELTcax`?H!u5u2maTO;iZs0Fw<EqiYcIC=m
zPN&E$m)UcMl}<kE-C2f%8V-}!AsBZH`c8Hr1Z0s$zqx@jg>R@^KykQ#>R(nVRaTzE
z4vIrZ$hXc)rQ&7V6c5L}w3B_dC?^|gMJhP}3gcaGbO@i;Im?9x%H8$$*8{%Le$IlG
zkGpf|(`#F8VAOlR(58Nm#!X7+F{>xzX5&iL<MKU)Awx7CFtJA);V*cWqNQD@s;&-9
z8-lzA+Kr5r)LNm_Eq-BCq>rWPm^rtT_n`SmiGpbGOZVyWJ~sqA76gfQDqXpMcx?M*
z=B6MO2z6a+5DH9O1}!ve2&_2VOz!A98lPXR_yJ#HVgT}iN8H$TA*A1F+>nbTBt49+
zdYBa8#PxnA@u-!XlLPCz^S0+v07!TjY~3SQ8lz+BE<D~IA@>>6Hzt(tHHM`%gYBfn
z$s{((1U-`ZQAesBI`vM*bvlxf`WE#qQU}L=vq54PeaBw>1g`D)ClWWurR$CsNS#u?
zyvAlYN-cENiA+5@hK>Jmd`h7Y=9+~L&9AG(i<s|FP<Et|tx&hUK3tV1_i5;c-S&DY
zDI84gh0MFFe|bZ#Y~&Em_xlFGg#;IA`jj(!@4n%0a?YCcK=$bzZWn(d{#;TsFb62u
zcYnfR8rS4I`4@L#>b6A%=z>khD!n*jHq2$%4Nt*aK%0`1*4p_v>2?<(V0vGjuU}0-
zK+l(W^P9y?vqi<0K8My4S@R+JVRq=WeX{f88b!vjdm|ymPYj@<S3(H<=9?j;g!3e~
zvQnCcM&|uZ$cy5h?SVPLDLJ1@E8f<Ke|-!>K+cBwoBNx=>k(DJo&SCt`~?HVQ99pl
zuX2)JN58Ir_5#?h+@Z~M^u^WR!91S-yjm!(1(eIFtiSK&!d~z8!Ss4^gj4d+vFD!h
z#mV>LpeX%&_;}~IgNWRS1H}Fxl~W<8*RAlMN7krsc^#eH(Gfpg9>@_YrINZ~{&_mZ
zUVY~eS-2DSc_WRQF3ii71S#XtAXoZu%?(d8HQytqd#iXb)%QCHKs?FKEJp>Fa$4!#
zOPOzfH;o^C7zmq}rK8LV*F&d!oz2pLOwO9}FWh1jVmn!zs%`P01Z)15i4P8OWEJSz
zPf^V%RjM<7*1_+4y`E?3BxifuscI7*dmzHA=6+w425VNiKBdF=e#kgh58XHW_wT}`
zq*f<$XpqLe<PHRInNwyjva9nr?P)(}+QNc#jhsTr6Iv0gbC3ezWeB*9Lg|MOW!@7k
z@Ab~@vP9RdZW?WpY`Y1R4Jx1WM2?7cByFtpXBDdG2WfPM5-Ky4a_csX(U%EC)vX>X
z2T%>&*;VPwHCfRu8$<K!?DpavI$F`#Y=fgB2@1zbq<hOoo(2a*R5SLf86H9)F({SY
z3-cbe>V%bU*)AcQ^f;|)^MmNd7EZd1vxdxaPI;_<>aK1-@1B(}NP0y((-gI3Y1-}~
z!s*4UC!_Wx^Vh@gZjoDaqb8kQRsAM-B6U9Ona1*mNZwN08){D-A)zX2;$tyLJ$g|A
zd6n2aSLHDpc>f{M#91%^Gnkob2eetxxj*jJIoraPY#93<c#$GU9@^9uJi=u>Vmj16
zZ>??R)snY6Qr!w*nrl%9o34?v`Uw`(5!-G%KTx8cTf2<4IC|j&Y^rOiu}D-<y`fZz
zfvwR$ygQD0v?@X{S9L)*zw_6`v~AClt3cuy<%n}2LNAkaPJ7oal{Q5N8TxQrEW$o#
zkj|KNXwC8Ij4^ivVvl<0bSKZoTr5?R4vi*CfMlD)*?kV(A>bz(cW7~~GRkIXEy))3
zVT$r1BG!#rqu`7Brpr0_w(|!G4(&XP+KFdKq?aAJ?UX0ZmsQ5TsN%V|WoXgSAD$yo
z)!M!?<EBgxwp&|V5AuRjWjxbN58{|LJp%N~WwIyDs*W(&Bl0yO51LIjv-i@iX*=mf
zolhnrX-F5>1Y{Y?5WIO6$*Z*wt!XEjhqA=$_Y*x?Pxj0l1O-O7ITgvP=Dmi0fDJUo
zA<Q*}O2GiP(BWeJc*K1xmc$?-#)pIC>pFKa4D{7z&d{*Mnxgvf+7(~>T*Vu><(WIE
zC#v4&mPV=`bt|2>uqLPS42?U0icrE*4FKKP!Y90guiy4FCg5})(br};W=z3<Qb(S;
zJx6zr`2q}#=9bg;sMfKG1t^yHh-a4@Y@g*-Dci9j&atcf(Y8D&(tq(Rs`Pc4R{_!7
zxM=~wdg5994`&PuM&lkQJQdo~tg;R9IzWQ#GtEf_3i{gkthw$#W%>hPhvmEc_m<<2
zy&lcG-Qy0Kf<b&oZd{~Uz<Xr<4W%P|riacydBZfz&|J&z1nAs_6x8@iE-l|6Y+4@w
zQ&}y7V@Jlj&#25g{>S_(sP=4UcTTN3o~8DQqvnJ&{D@hZ--gp#ga5<Fhl29Z(=126
zj>VIRw`ICbOBuyxjLD+0I#sE?tl`P9+3i7|v5o0eWkY{a%`^p&OMH@Bp5F<(T@~?W
ztw%>Dh?wy$Ei~n?bHt^@DBUCrlBnAom(iyKHuYo4?{%sC+s7w++B1Yoo2~JqV&qf<
z{W0`%+)+`d&K08ebkZ#*X{hI;`1xZ({d*YI<vr;oAa@QIDv7<$R2G7dmMUH6L%7%<
z&gkWk|21Wwl{Lj7%@5I;mZ*TnXjpe5b?GeF^#$vdCzcv%hK`a~7wDp7^?TdB5@4b6
zavM9L4=n3d!W4fN2*?-Ina3A|X$_bUM)Z0x9lb(ZuMtjH=z@X4G&#w&DtERLsH@Rq
z73Rap3rvvnUe^hnw_2y%J5PTN_rrbw@X0_%x0|31D<}iWQ!CJj9~F?>m~s~O0UHov
zjpy`=fAl==ixY2r@RXsT+!NbLgn5}V)4(pVHgsW2W-F1Rd1JcxjwbYIfk!?ZZq=_o
zl!}jb@*Th!pZLiCiU9Lr|9Q22$4u-Z@WO=rhJl<Cgy)OZnic^IWA5{-Kw(RTRm`tv
zi^hZuTbkKGl+)!he`xcNK8!ptW<<(SCNs*lxfzA#HTAFD5pqX45MRE4^xejXJ9w5n
zhy&PQ|ND)BE9xhJMlC$<P}ynsu*N>&=rP~u4mGVF8?f2Ycy|=Dk-h6^a#{{us$@_}
zqFatbo&=pcVGfF+^h!N%$x>-`)e-qEeaH8~y*H=C$J+D5Z059iss6A&&}Oit==jle
zcRT7UbD02=s32O)lMP{6ic~77>vBgvc6grXo$!`-XAQB9+OL7_#I#4yQHX1YzmQF~
zyANHo<I4u!0#0rpL*b$=eTQZ;AtK<9B<%)X!qzpgp6x`cC{1wcIY=)$?~qYBA!I6J
zSD(@hq*1WB(T*Au_^Tkb3cMdMORL1L8Mk0h><_6-VJ$RX_0YoBt~#2H3?U&VzcDJk
zav{e6kiF!;&-}2|W||kh`F%yFbI>6LqXPp`hXT~a<LHFsU4+QTfy7={#}$ZwBm(&>
z0I8SE6*SuwdkYB%hl>tk3|f<VwCqhUq-D&M8sA95{-kt^@uR<+H(ooE)fY*h|7Y#g
zhexvxwWJWscIZ(}Gy0j&zHOQ-z!W^8i;6dj+!+;@t$kEkpj4A08h6$Wo9XJR467Y~
zRrmB%t-z@QVflhmQ~wL{a7IP6S`tNY5a0O-E70h4K_t!2{vtzxx^9fPIP~H!0T;>^
zR{KeS&p#v$E0fMZc0nUe9q0xo!@EaQWh(mY3(gfAGNSH2P0cMEedcxdB)rePcBd*9
z@95|+z<6e(Oht&VBQ*&+Ez+5PL8PTY#=Hd_(%ZcK8Bw1ww!BOq^gf9zGGGiJx#-3-
zVtebq^rav=$cYNy%Qtx5%t=43m~yT_BR2L(4RyoxWVJ-~tO7T&30GKl+eI%ke9+s!
zSwkT$7G(0vGtjBUhmrc&cL=$!4jb$ID$|+te8ip{ERMt2$KR*Fs4Z~%<eY?F00crW
z>GXu9U9qUgCH50K@<!1Rfm`xAOs(B`2QIVPC<U43`U2x7WKkK~9TPu{20@u6H{PXX
zT{3wP04R9;K3-#k;^Jk*6rCj<00VZKAI5En=@Ga!vLkhVXDJaD17P24cY2!uq*j9f
ze*P6;aA3^9&uSL`nqVQ%4m@m8$UfQy5ek09^jzr;u&-y+)$<4T0wgyKZmH7~V8`R$
zC>g9^kF^;1-ksChg>^yEDwV^Yt6rdy_jV}eaY%YxvcnHDt%|Pr?P$>cvq}X_r3V?I
zr@v6fu!2mEtbPtL_iGTDzwQelc8At<26w?3k|$+8-Rp%<kPqAHbWEYpm+_Iixp)Wc
zQ4wIvqhn$~v=VjX|GbDmLgq=Xz9~?K|9T7j>1zn`a*A5o^^4B+s1(Y7UN|6`5{ifO
zNkv!J=6aClKR+{w>je5I8VYsC8}+a>-*?}#Oi5J&_9xWob>F|hVPD5ac&Ylxq-y>f
z8-{()>#m#x`IQb5Eq5;<nz3o{B4)fXv7mP^DY#i4vg-%5sFX{!KF4feoYU+iF>92j
zXYU^VX!|7B2$Y)8Z6Inxm|D>dzL~Yl&7|i+FSF0VP3m>k%Hw|TTB*?@pjzpD?%>j=
z;Y3I7zfI1(ZiLGNxhVmHS`M``|FpJ(K>FG+{e%qX8~lcLj<AG4Oua=Bq@+fQ%YN=U
z<M*C@FL)7O-g8STgWE`U#{avB{)eG~&a1;2aNtmrsg~^s6hhXFq0=pF<NJC7EC9FE
z3!=!}mz6p!w$^4ocKFZ3+6E;L3Ee1-{a@Wm3Tnd0%?!J`j0{$_E80&A{)av33k!7_
zSb}B>y?XaNXugXI%7fwHefJxiOcp021`dQcS1s+JNN&{GQ#>{nOMB6lK=WabP)__3
zBajd!3j+fOYn&#i3&Za(SPc*g>6}rh|Ih!@qBqEMkH_ba2@o>eSyg>F3KUveP}TW#
zZ7L3(-xT`)-=|ZQc)0%g^l>;pL;}k%3+`<SU>vbhQZCN1qEl@D;6K0<m9R&GQ)vey
zN`KR%T<*fc&zdU$T8DzzM$iC=t)9_Imd>8Lxs_%$YZ(*Mt`Yx0Rrh4Th~B<84t7$=
zf1QgaIM;{9Vl7a$<mNxSCM#Tkj{;C6@$DhDpK#6xNI{w10ORDzsfbex+7!S5(Ip*Y
zPHe>^0GxtkfH3T&%BWomFb}}_m!EF4&Fx(C)EkG{P<6mU+VF>rYRl&}`#Z<0C{;sG
zJCwsRlyNJn%!Y1m!FdtGSZq-QIGV~wve*$b{rBoS&AAZMVJx5a+P2O+w{|q!_g6%P
znou%2yPnYi#I67HGC)Vs547H0MHR&=S(KwN7iUGL_?Gtf|FyyYx_F9Ipe-_w&tFB?
z=z^GL!iKxO;aE*LPyL15=3_$aFx}Hg-363W>1$*##u^X)zR^~+5}>;vY*=b3SZ1jM
zVM7Vs?8ZXv=;-YK>6LzRlfi^&JR`u)D+spPgze-M1tnRq)Cnk(-Ur;*PN624dqs)9
zdt#xO3(pN76sOozhYNOZ&Ae{xFNCe(jW{y5evvtKf$@702@y@8+kvnH^R+bLA+Yr&
z<A3p)Y`8NYeLlT7ov3YXW#1lk5_U~00xH2=k7U&Px$#Qm7>;b7_CzKZE1j7@`b@`P
zah@j%;82jo$iH7G@r-n|k9hByUi^==c@g08g<gE$4N{Bp$g_bDXj9z-BkGC}B@~Gt
zMJxR^rhqd)qmh37*yS{*Y5X(y=7}Y4)EXX~L~Tqj>xidk-b4TFkD|hNLJA`zz)|-#
z3}D{sF7l85FX|=@rh0c4RE^`wFlFY@<iMPH|Cc|SD9T3|oR~0%-X!Yq!`=03`Xn49
zMV|f7A!+bS%fL_BLT?r<9Q3V5Pvf2QO*BOqB_}5JltjrOpMW!Z36w1T(o%Mgi0><%
z)&IdyS1bNlOp-Ds2d97qth$1EPEv>gjgNc_41g!bwT=@-1m@24!miGuFUE?m%ij+I
zssC+@2VrCd)^+=)b385@22GvN{5+OgMsa$0HX9A|wZu!JOQumOv*sOvLJ&a$F3S9|
z$`hfE#LnTpb9BfTz8WYZ3nx$p<H+uv2>(Zf8KO}2?7=xv2Cd+#)b@FZ-Mnd_`aH3U
zx95AUHV^vJ?xA;~%&addDQSrN;g~zjT3wJ&BdeD57^O(2f7b5*p(%p81LLJe60kR2
zPOq1mfMV$NY=+PvY7C4ltp6h{Qi6s$B~nuU9FhMp4g|t^b>*o1<297z`e!W|s7D9R
z#eaPiWni`bA8)~&kh1>&^*M-@FG`1KY6hV6oDlX8sT=>bBrb|?TDR~0SOUii1TwY4
z){bSzyW-XEp^Gf<Y<>`n{?~WmE(5f)LG<CF4KV8xaH(>cn~v?g&UR>r3|~jyco#nF
zx$YQprq{S;!6@rr-mX6PQabX}-9nBh0gam_t&kzgRZPL-6gdGmms>X|htf@~7nV7l
zV25v}3fDpHM_H8oY%A<`sMBt@M;8hx(i&66qMv`c<x{;T-5fzZBVbxccD&WeBglMZ
z1iem;>ewvl`{B|wNQS~dU|7*6+jAYsDg+NUlJ~pe%^~kT$9|TTexL`6PxyE}fh7<G
zB8#l>cT^}C13aH>OqMIz1i+jCzSilGr^o5y#D6Uf-Q@+T91G)??lVcK-#wuSiS34?
z$`sc%k>0x1+e7J)swMr)&;*+)>A;44SnSuWpM*;j&Vr6tKwn&TYb4uqtry)eBD=3|
z0aPJ_*YR=*xFtsMm-Q>KMZ?Sr608KsU<+_+g0EyqG{{-)JSNeGAuDL=Hp+~xV(+8J
zvB5s811twHR!TTf1#L}xJ_pP=7{j|QuxG!lY3cvDk6Xq7JO=WK03ims^$B&wrhetI
z@@$(6VO(p|dlwmV)2@*n8+^ksZeMGhCkojiiIc#f8P^**p6gbfXja!WXvMVf*})LG
z4w3^EK#-j5t*W-GN#VPXDuj9S7NH`Er3+P`bzhf0pC9yxjgjVB9RI!Oc7X(b?pcbQ
zBL@jp1COn>Z*ZuyUg~Zr;R=1pA9VD8f8k9aeQ0Qy0U(cF$mD(tD+t5G;XN|`e_pek
zc@^3;Ab4gP-;`nC7JzWJfwT=5;erqYgL5i;khJrV;m%1t*t4b*{Tq6QfA;Kr2=Kp^
zGq;;6?oxOG9m5KO^D_RwUmwj}R>iRRhy*>7Q&Ux~Mc6^69O`FKYO)ow(Z8ewfUw=F
zY9smMm+j5NJH^^}Z=ovK!K<ZDt#BeO`7s8-g$bddB;UXcY5177ArwbKv*ho?^V7N1
zwZkdztg<q^p+AtSQJ;M8$(p=g7?IE``Uwln1KxSKz|v;_Pqh*R`@i>HQm&d$!r_j}
zEDxgiE3=*sC`gIgi%+@3!^1@+MS>}&hQ0(i#PcJ_jz{2hZe==LruLNg3N-!@o+-5O
z`m6KrODV}$wR}ACqHGq#PO<L;Ar#yfN~U_i$WAK$?as~jb*uBIFRe6^&H9Kep-<8b
za7gD>jWYoRLFkWN>{sN+TS}5|i|4n(Qk2HDrE&hf?NBK1IlO>LwuurVN(pxT;P%a>
zosu?rPVhc-J!uK_82XYUH!%j|7J5a@RwF)FK=%yewZHjaq66N=NP#8muzrOS>kscf
zUmqi6TozR{h?V~s(uIS1Mt~=aR(F;0S1bXRcd~a!Dy##6`DVJ57r;m8xj$ffNCu*@
zDY&h&sIt9*6_**DidXVGN2LGz>$-DOtw)`ykf>{Uhq@LeJ#i%&+W%q|*spiIap22P
zz*3WrrDy5~ST0gUv$5H_+h>|H`Q#h~S6(f6zIu&Hvk%S|L{=z93B<X<EnZ$Mf{p>u
zxtYH`&vwLn;|_eiJ%%J73!DjRR?XHCH&*R%^vdTwx19;rLlvp&kmvJ_7}JL2U4kNr
ze(5^dERCs7OS%SIm@Y%7Upb1mWD}<rMm^R+Wrv~7cg}``a(8}EzNDyY;#II~(s@gU
zk<>el;gDY)B<Cmd8xGR<Dn@PzhUYiXE>v-Wa^hOv|GS*nd4-f)x+z3*%LONCB$uf{
z9;OS^{)5z5>JGgFu?s~}*<r~ifu-4Rjj?7&9DM;(;_xYVO#Q)J<_6n>UD3{)2KP{=
z7z3lUtiOW76(1u%<zDge?-mQmQhX&PNu>ZeUrAK$aQVaJ4Nwhig7ti7GGLl{)|lX4
zY)`fj1yMOOsK}k=+`-er8_7n3<T0G8SoH|*50ZqQ(we`HvQbqABc100nViNn$sc>b
zr-tM-8Wv-^Hs`OZz<h-X7$;~_G_aUT@wA_!s(K;xxcQ?m*UZgHr}LTgcBKlaqgARy
z<dOnr!MfMwtHFm=HnloHcn|~=UNot3&F&{{>AiFVF#RIU=#5D1d_3jXcCVmDjkhA=
zZe(?+>SeA4R3ARu_T0oh@H`A_XcM|F_RXSI4|qmh55zEHWB=&H$P<e7jJg=o9s*?M
zC&BwFva+=xK>6M4sJU>dXYN;qUlhPqom-lXY%r_!;Tfwwm9E<i7ge5~wy6dov0^r5
zP+_}}c0ZcqN&c>`&vg9@0;Tm2<^U=F5?=)`{^#*`rmI*Lwl2JzQH`!2g$^f36{7eW
z89D9qOdvU4KaK{2o(Yg`=jz&GYqkoL#&O_i;i+2n+#yx%j9bm;&l+l==C*z8rH{0(
zfO&Xnr0rhAb7{ti+vt*O&8mXd)5AHh9{p@0s9jWY#masifyEMWK>a=K7l4U|xC^*z
zeLD=%{&8cjNU8Hqvs!bhdhUqYzX~GqXyKyO@vB4;tl_s&?pGR-7)v>UWp|c_Q&Wgz
z^)Ofi(!M^_&uLlz;5>wMZj9T!r%a0aJH!uEK68t!$EJdCObw7@i#s(=tp}ajqh=Ws
zx*6*ksh#<ZStjvaCUISwMz3R@$%%Y&t!yf#$;^sdZHw(%DK+y7U=H$pqA5{^gB?;o
zCxk*0KR=S&RGq!p<%<sC(M+MN&zV*$Al7`^ld-<g`x`G=2Y=lyW1)i=qx-65V&JO+
z>Nq>i{hurYpaMRE2|TIsNW$I8JVU#|&9Zm|%|z2q6^$kaJq}7UxSyfb&J^5!Bu#OD
z_^0N*H%Bwo1H;cwmp5zTsVhb4Ithf0WGYq{iSUdAI|1yAgA-ZN(<j0{Ik(mpef72i
z{STMKtRk0~e2?CR%jOrqGDk6U^0x}qsa*nSIwk-AGTGeMF%_uV+>ETp5Z}E5t(mW-
z{v6cP9c_aWp!}A)19B*af%YUbvr*#8Ln%q_lWXpSn%8!OlA5{+%eaaYqQp%Y``g_6
zQTk6K&TdFPzLL8~#3An%3Ax1%+O(G#iV>>Imuq*O&h}hBJ^ew}&4LoY;l!Z)HO;k9
zYv}8zhy(lea@o&V{fG0Uo|46#6J&RMy->RRwx2M=^UCGK1-U<aPHX!BDa<Y>D6|kd
zGl4uzTs}e)GNT8Mgi}@$)3u8-Clh$fIot`1uXnD2hc;BnyPcM+GnBaL>KO;<Fg!cs
zbH}1aEi9z}$21fI=~9u9IAdwoW)%r8wwEjR`NIb3`=;y3{i!%x+0+z<DCy{UbiQ%c
zyb5RRw3K-)U3;9cd=$S)!!|%OqNxk2MT;A|&K;r+@OkosZ1?!wPWv}V%@f$0MEmjZ
zCuqw%31TTfSPqZJxhu(-%m>-FPU{7*f_U(N)4&0!4xJ6VNkWhTssL2Sczx9RS1zZO
z9<9Aq2i4o~!(4eOX7%sqn0gD_Q5AS{W|As&2XdYPvz!j~CYx;*EbfA4SANEC>WK2X
zW6r+KD59wAVp-!uB8Xj;5Cwf0-QkmaJ7!J+m05~q*2)i(RTeCh%Cq?+-#|PZ{Q$lO
zK>=Zu;dRV=^gIbD80}+FoS(qDj&^>S6ZO*5)o19>;z*!}x>TebkK4W0h%_RAZ%p<c
zWt%DYJ$l;0@Xl6HWysp&s?0>sYyO7nhFe|wSJdI2CR~Ti0bGfDxS~APav)idlN1Az
z_S*BToA$Zhp{=glL@B_*D72vZBMb}-0EbQ6b-j?~AV`{gP}e0%3x>t&`<6LY`kl}(
z7?E%07o5kSy@St0ZUd;Iz^?K%rg(~42)s`I{#g^>9DXs5vN4{Z^tbCe)}yHZlDeAc
zm})51EhVYuh!+0N+h6Bt|8G`ct&q;;Z4O+r5<Iy6CSM)x$~whN36Ke<;6<@vpjS>D
zXr!dw6Wg3Fc84w>4xa`##Q?C*j7)`FjA*jq0*3DvnGvefD9FaeZ#0ot|2Q07+5ctu
zB%vZ~s)24fakl{Yxz1@0Wt34@^ZE>_xUQRZjlC2!bJKu%WkB&8&dq;RyXpN?UfJRc
zN;W`60fy-d?Wk(+7*CSr!)JG-b8+n+_j8_p1y)x+C?Ggwu=QHJVO`mJZwdaje36^P
z{HTeK%r!*N2370`UcU)u-<2E1oO1SsXp<K+>yYJd!q!00Y<OS*|7cHe`?vI>WztYC
zlah&74j@a!Fj@&FaPNp_bkT+=iR{ns%69{B@Tc{#{&jn*DD8|Mswmy3sdR95O14^>
zIzF}unq9XHs8A%vy+aExW9dmrK;X;~rV-uD5&ifhXmTUlpYw;$|9rsqJnD`qGw2z!
z@R-L_O|>&0-Ly^G42WOFV-6~kue<`5CQ+-ENx?J=vZ6Jn#6XLJTrEt9UCuQrXV48u
zGW{vjz+!Cb;2|Dsw*Wyz$l*7XKjP{`l+1Ad_F6{J_E3qTQv#2%m0p-NG`=01x|~A&
z6Yh@1ITDl-KtdN8@=^A*bkS^ihEvlC=7Hy~@aSe#+f~m0M9k<8gd(M1;8JcXWOXi=
zFRBe6Pt|u`O-J*luL#T;=`_mI!{NL^FPmIuI~$ftPf0se=PCW=e$-o13P}-+u{U7*
zTBmJ^OEd#NS$<-FFaqU)8mb!tl`e+#S)-VJppOStZl~Ormm<O_oSLtZ$r288z#)|z
z1|+cGKcA#hx%Ice(utg%B#bZ8+V?xk*TQKQd;|U1@b`cDdBOo^U!HxLFvGj5NBnHs
z6|Pn2dCJ%`C0oIVCry_=u0qNyKVzAyP*Q0xt!c0atrT>LhKDv$vanKXkp*N&p=g7E
zeY<5=TC`J(?U|nLA}1=Uo@5LP`9t^%zQKqZsS~n4fe)U7@)vG#O*i0#I~0|cisi}!
zDq!aQ^f8W)f)XR12*~=7kftxy@-*pwV74rmx~UIP=hncdQuk&AwS`*FNub*bbsK6$
zp|eGTxsKY#3o+VnACCf5V+&?X0GXO=R^}+)rCN6!bf(2(0w47YLg{Q!&;{09``=z6
zR>b`eMx1s+(VW&c)dl=`M!w@eI+HR$lL!w&jB^VwgF1qr0?)wHpw@h?U-mKD<N);m
z-$9^T1wd8Z>cPL-K_xJ^IP=Ae$#yU{C{JGp8NOAwpmLXdb`Hi3!LzH?!NyS5?(5YS
zwCuTz2t&)tasR#zxNH+BvSn+hh9uoxn(pVQ6~c+I7yxty0LOM+3oeNgZ$3)nMgdCf
z)?`@!m$xV<1?u&bZ<n{dmg2_8DQ}~QSD>%lL~%FJWI?mE0~bQ9jvoGbYpW#4FV%uR
zg*QmXOoq+MP_?qC#nOn{v~Zu12H;u0{*LB5zcaBi_qP7QsJA3v;>S4A(+Csv@zg7k
zlf<q36J;6FrJgCEyh~IV#ZC!ySD|+X=x`v+YjuhWri@OgDM|wy`&7oJdPepTU?PR^
zg<Pe8Yn4U6tDMvV-!%8s(E4RbmkD8v{8bq9*pp=CP%`-6rE?HpYOk6)MP3dZIZJZ=
zg(q$(8(wBGW>@1N;1E??msV0MoUYQ`k2|hzo~yr-d`b9Ri+ch_AA|Bz3$>35y}f2c
zYiA~WO7xi2rt6g=VL!S(h(d3+Z_G<?jj@=K<-NMaR*$c+dLwZZj)>tW*mXH%C{A(B
zXE@~X=-CTzmS&cBYidQ=gu51#`=(kI27{Nz+kLHz@E;%FH8;}CNY<4{mSE3A7y@rB
z1bV)&c}KGL`v$}7=~(-q_0?k@@6=G=zSY&>z;7YH-)C?Kvd=?nLcYFW*m_DK?Hm4a
z%PMO~caGfiZnV_%>QTr1wIh!dK1AILv#n~Xhy0A=oB*8@(f-#FmJ6AJ^R9Abe>9;m
zkL}ZDe7YwtZ}|SAoo3_ST1Cr|&!F3wu4Sa{kWls?VB5avv~64Noth_~J14+m{pF`t
znDF_4OFkPH9og|~SH$Ssj_s83$*64ujTv2Wm@e1ZOB=x>pLXlZ7i5WoFqNNHNXPf|
zD1GD0<bC9?JzpZCo`Z|N`XJJ16>DgS{ds&2b!B|~gzM%ybKv=*HeRv*-s<ol$X!q~
z9sowp9}XJ|=@WajtsA+fVuJDMB@2f&UYl5@Cz+jX`%Z$v^gla_4w^qd*Y~#fYebP9
zB+q)PioK&lT*)78|F$IS{>RO!Tw|+OE?l9!&KrS*jf?C%s}kgo`aQNjDEp(o1QoX-
z1n8t(+)sk!1h|asT&vsJNiGRkdCRBD5SA=K-}kHJ#ILePCNJ38Nm^UU4ABc00)^${
zl9NLs{-h5ZzO-_1kl?%gDc>32@1p^_DF4Z8MN6o#7!jSW@Md!&`sMQJh@Y*4Y`1KZ
zu}`M6s2R+yL%Y(zPPK=1vi85;^`M>=1RnN3=H>AkU7Y=yWL*B$%O&5wr=CjgbL0{h
zW=!U7w`S-2XxwAOwICKeuS;if(|wn-UB~#*<fi3Q>(Hyz{MRvCZx_eu(_gB2tq}Lm
zSw!v~X9HW(fwjoByE}uiKFk-0M){yq(k6M-muZ%I8d^=8SUg(I+ME-l%Mmy#h?{W$
z9Vl~)8w+}`BTNU#!Yrb+cIx(D_*GW5RG<9o@}c@}O9wkS)t)p0$Uo-o{9A@Z+^aO`
z=;*AxyopepRdT<Hap#E%C+o6xmP=Ar_L&@C)V=tMpKaZ%ZZq^Rk|D+TB~r&21Yw9v
ze%|)~7<=!iCbO<>Jj#sBj0h?!2m&f9B27d(0TcxU1O@3O3L+h(gdT!Aigb{wND~55
zBfXPRO6Wb5KtL%134sX^N<zr*gqi34p7mSn{nnR%2#}on+~?kVpS`broxNYa-Y^V{
zp8zc`!u;3h%>qKOAd6zNva4_fb$*ah5Drznah;c~#SZRfm^yu?!F?|v?eM`y$XDhz
z*~iPze~&fX!2~_lGBBIXOS(+%%-x=TTQXK3^t)Tk=VW(G$j<(HwIk|9jQR6#lceeP
zQ#!0E#R<vCR7k6=P-F)zO0RAHxxD<|Oy%JW>}~$@Rcr{a+HR*T#e+%fNtO3Fm`;gV
z^Yv296Yr@I`qoIcI*b=e+?DpEU6%gxIN+yS9vawE*02H3hiRQV1R?k6SDaSKN~f~0
z9H;iqDqF8kZwEN&Ma61fxCn5wz0Gy`T+U@lmQ>1QFqh5z_Ln_JCuX94{P^n6_@I@~
zS>zxA+ih>i%fVL$1WkF(HJsGCqlRy`Q{rsyS8ILOmLn}=`S$DA7dzx6WQvmb5`RS+
zI=Zu8RoIvCcf|)1XOu+rf=9EWt$GGX<u%z+k4n9*TFm&M#1YtoMpmc_2CmR;ab1+u
zY1so4P|WxoctoAFf*6>zrOXcU@(YAhD7&5$@~|YOOIcd}ht<cFHwTg^lQV>K7&@W1
zY^^!cD6AsQdwRQMr_T>5l&`wT?fLyh_odd#3GR&Nm|7>sQ<e${GHdC%oMEc6a!Mz+
z)q*o?f3#29F=(9%yZ5wmIe({heSgPhM>*QelcR+$t#f}u&l`tt7z?o2&{+)x`WIuC
zip>4A%(H!#cRXKh?LvXZ;VkSqPYhx<kDA~~t>T}vVP8uE*j$))L^cV!7QhuVxZ6_Z
zZ+mlpD+!C@T$D_c_lP|zx#Q$IqbiVMy_LVS>c@;z%FWn*$0NY4n;g~l?y?;PyiZU%
zM;m8`kiyG+I?eQ=`eQ{h{QZf~v(`8`V%t9@sGW?=2y_SUO|1RKs+hQgIHG>+`*(Fv
zx_6(|l5F{<e`^bu{<#y7rk{tn#-%P^+?sT_*cUREz^%o$3F=PxG$rV(sBGa~RFWlN
zys?2J*##|i-Ig<3Yo2q_HP~;jH*C>O?RL8nuM0GY0bD^#P`l-!U(0;Jz~dTg?^*L}
z5en=dM`BQA&j<H*NI7fqO6Qg=bF`ppXE1-4^IBNc-A`@)S<a~m@`VFUHk2Xe>Buv^
zk?d+qfAO9JO;$M}(4Qx`lod2J-^@CRsGZ-kI8ZjOv-$!Ma+%ARtCd%$v9yd#no?p+
z>PP$ut#f5Cu9&^%|8N1Uf+<plVJA<VsBxR(%cN}@%x1BrwA~XC5agnfls!&iHc?C`
zXN-o%E6<^OVc5T)R|i*T?#<(Cf4u3vFHkWV)rZ+A-&&Ab%#rlz3ZYAcgPg@*BTq)i
zG*B{qAqAGE6jiOTIv&)93EnB+p<QOk%j(vQYFP*)7pae<&V7;NOhZ_TH!;|Q67~1@
z>6G3plMbto*0#ZMRmYk=LZ%N!!qT@L!DTt&qbA}v9D8_oB(~qwumMP;o<V=>iS21E
z<>5;VpDztB0NA80@Jq=y4!wU(A4=seXj%IB;_Xtxhv2WjI<#_U`eXD+`g+Aq-ZvF-
zTGZ_E`FX_xjn9+aHd}QH%)M@~L8<~M9)a)iwL|2}t_Rw1ah{q@;@V&H$7vuNC)Z~P
z)hhZb%)0PTL?|`b;1DDWYJ&OurCHEwK|xE$>&EF!pDNW=lA{RYYMdH^9(=j#>x;MM
zWIeH^{8tV4xJVBtYYg%^vnyzy5i1QdZo;(Bsy+?MtK&&Ze{K!kyCc*^3V>SjzTIYS
zYs~dT8pK%EOe>;(lums0XT}O8E0j;q1_31scsE8*D9uB&h5EibK750={M|hd_()kE
z!P_5R&8BXcVB_gir^Z}uyi8yIll~eA0z?<cfT?dUXZwQuO3J@njI3TgKnMHhrQZLq
zwFAGZ_e&#A-cS3eB68)*Xr*hD$yLAN&Q5RNAVRoVVbh|1h+x1_2fcK0+q}NfBtUJS
zvm?b~@s3jf6s{0E=FoBRZo0VYGvyc<dCIM_7-t0zTxWR()U$iw7+RhIMXUFfsQZ%v
zNcI68!cfT5@EjAEZxthXGB196^5_`D#-A$=aE=@;Mvr<sX^fX14Xo3wHZ;83z->}U
z)_9eCzX{Xtj9CmM9jdfMrM=WyppO2~EbWiGJzd&H)_z;yvnppX%9&0p1v_ZdRVhSn
z@3h@h1caDzC`-0Jn{hS7+Kp~VtrlS5t2asXH~OG+85CvMk}bWgpT2`A<j)=I;IXEj
zu21mhfk2i{A#>T)g`KNTJkx~Kzt83UVDgcnxV-@c$6ia}>Nc_{MqqI2OFBv|B@#15
zclN=Q_%q25_5@uJl1Zuwptj+Zr%p}U@Jh<(K+IcXzN9?-;zKfAc=47E>2Ah|ce<zz
z8oyS<ZBHFt({#V|p(LeEZ7itim8P)^k1{;NG@@YBzqgW`{J^8((VlmHbI~D)I;O)&
z$SH^Jcz4DbI(c&lZMep;9%YQ-^Wswvl`kc4<xJ#udy)0393Dh(_2Y5|<?`|S<*nvq
zM2e-5W5#lVW8LhV5-VX-r_X(wH#h#O9r}{BFk3{e&zM_Ow5;CrGc8gfIV4sU8)e>4
z4t&68*#ry5KSb7A3RA`4<{}}BR1T<liQs5`jE0!~*>4SmMVAtn;41Ppa!y9JN7_WS
zjd|&>C3~#pXI$$?<R(3;moI?N3~39wl>`-Ap!w@CE_tz~gQ<szxM;GLSPYDWkexj8
zXcAU3Ms}6rTju|j=#a~6A=%IKv+hXVRJ2uo%#1`=n?--Gdxd!m^)vN#_SAYH>6VzC
z<n~>(f}FF97Q-3q8@(#yV(n;}{*bHlmB~lT5(}yB5Tc?-7hyz>E`YKMGAu=ShOj}@
z9p)Dr{6^WMPCTSc=NfNIv|$Sz0!G)1NjE>GBO4(P#HGgKO}3ylwy<<}HVZ~$)-+=Q
zC8&<RZpbn4MTKM1WG$sY9}(Zt;-KMujlrp_9CGclVp4LIuqrI-hkn)m$?FE|&sTqv
zWq?bF&zT0%s^d08r)Ybov-y0eey0Z0SZYXweOWu=5TBv@=b91e5sT@21+fMj<uQg2
zOSlW->&^B|&62hf!jw1z-c=>YQ==UO`v{GQD?l-WMiP!E@TAwmoVMRK1Tb6=l{-`6
zJ#dOXZT`Fj=vBybQ<7Tbx7zls+T%_>Mq73x#My1KOHrMESD9!!8h-^3y?A%|d8>DK
zL~M4cx_we#%LvkKJlwmc5?X+3-U$KLps67K&(ubOkk7>olXJoznf&T9n^1Wv-G(f3
zXrGKBM`z_H&))i2uZ^kEzz(a`Y{NRYpnDX0v8?>_61Z-6MF)*8F8@w5d2Ym#tFQ^{
zoN0g=Nl7dpMQi3OIcu30l?JpiQv~zz(j&U-rGws=NQ&nD@Wyz%lvVT&<B_soQPutE
zV5HNPpN2}ef#G0S5VS1F`@#m>R~AORF@{bJfuk<)o)Wx>`k8cBH9YF{TK1r7v#&Kq
z4BGG+*S;L~YKspL=3bB78VKaE@xNPa(<BM!t^A6w%5M|RKlk2=pnqAQ%DJJ@Ws&Y|
z|Lu;vc~hXZmH&^^aJS(iYLS3phzY?=$SGR0k7V<M_GpH+58?lhvlV5vv`FW!j|@50
zkr}c!mmLy7;vX?!_me@Ke9j{egT$r#avxaK_1?{Uckaw_!7bt`sq5ptg|bZ#YNV$e
z7IDgLr=Dip+;VV~2OCJulCYbN{8oyuU5|RRquP4Dz?d)jS0AZ+(s%CQBjNJ$rwHeQ
zE|+}Jt>LMfLr{qhIDOR$e6Z$#VxK&)PXaXUw6W;59Dcha>v!q#YN8p7JJ#wUpb_D}
zc0CjnFyno9O~AR>@Qgj`LZ{AH=0}zM71e9^FB>``hPu{+It~3s*eyyX>dlL$3)2S7
zdq1K}@Ua`<n8ngf20v&-Y0P+rA~_j^`o^EqxRJzH>vhaLnR@MV-zl`^vctM?_g;!Q
zF@~mIBx@<}g0qBkD;2%ps4}K|P6O{bJrBti`mC~Wrr5{4%B@O7y+SYZj={ihTW?Gl
zf;e`I`{{=*;K!az0A(?B%0sp^aX?N`tJv|J=cPah0Pi9+;wHZY{*`V}AgEBtHS(@7
z<a62p^5Ztpg$8is<GcsaNw`u(JqL{1pT<Axz3M<qqp6FW=AxTfZAYXeiJ8i0Gn~^C
zP6TDNm_OoMt(pos_;QA<m%+R$d#K4k2BhSY=$q0Z$1{!;Ig~e7a`G^JgdLCCybweo
ziEreCB~h&E>l|9wnYmS%zHPoW*9gML^{XW4L&a5Z2u({yxM>7$5_GsSBA1tDQpFD2
z6r#Q`ae@;b%3p{!>5ZN0P$aRwVmORBq%I+vr#h4YiRRT4fIP)TwBH8>s;Dm-4dt_$
z3TuZTp*C}>>{))YX~&IJz6DbHdj*eX0dyHMa1jN=Bh1657g-}gvN9`e|4a=Jmu+CA
zSsoeS%rm(79{d)hqV4RHffv`=HVqCw=C*&Dx$lfi58O7bH=w=<d{mT{L<GH1yy#*C
zeZrrk1-|;D8v<<sToB0S%VLBF>t-xb53RfIJ3VqC6k~@oAie*0O|pjlM$<)Q|GMEy
zCBj(^(sMaq$t|_hv|SX?bW7-r5%Az*aZ-)vM>B$)iPycpGJYrAR{LW<c2Uennc?$X
zepuunZU%QW;LY+-{(1fH@81})t0O=B<CnC8J-9(4Gu6xpo~A<@#rInU)GeUs1!vgE
z*{X4-#4DTZi=evSK(_^=->7~@XR?0r(2@jgAk_V`=$jZZ_nR)VPjSf(1cT(v#YcD{
za?XE!smU=g@Cxv!4a076R?;%^ci>fX#`J)gAi>bpY_4NV&shEzcrBf<vlA{u(0z#4
zm!1f!93BuS|2A+BKp~$Sr>+}E=1dKEREE*iZ3@x`ggyckZSzxru*Soyrw+y?W#msI
zSd(&RO$zig4z%&qNDb3Ws~llp*CG75|J{lml0`Tp`9Ua6&MmSn5^ETCTga=QO&uD+
zZ5}asjQsn64!G7))CS>9Kh(@Zf6Yj!Lk!MMd*v+v+C*5e-~iBX0Dwf&+bWQ!#s$5f
zP4b|Ji1xHgv{5TIXKmSw;7YpxxsowxV1682Nmt;=N;{MbQj!Hd#CJjTP4l~y0Ip8<
zf234RVeAmZG3>P1nRba9cMz)AE*{Fd3^cIf-{-gamW|Vl4_OytM7$1xT)WYAbl_e~
z0b3R_i637)v=@pSEdkwXSt9txDUiq(fO5Z$d|t{184%+fM><&{89zs!#L1M@FLri8
zxzs&|!jAal{Kv2N10vQ+#E}fc9-2&tDRu`1yNqRk!tY*B^WYnMsz2u$8+}2+ZS~R>
zf&U|rImM04)rJeIG^31ul2`o?t1j<gP@X&EFhrgH5wt77im2^RjXb$D=C&<Dj@u53
zXvB_*(jJ~iTBZ4>Y?I*AbGo<G1g3y7KM+pn)9266!+!(s>&~;pNdA(AO~)m&%73lS
z(%r~2(e3l|G2lknRs$f8zk&zVd#Nq%jtzf)V>^ztPODp#l~fWz!_T8VZ`E{>6qCkk
zK~fMypLQ_b+wzmo=X~|CgVc1_X6|rSW1~&Y1|LtH5Lm=eTa<a;0$;h#+03@d<YZH^
z9QtRrdGk72f%|QbtJ`DO+ZIb$kG@f1_AO(!OAH;$3KB=M<799&7{7#=grC|k0}akp
zq?V&)=pL}<?vI?ci)7<)qiI3bB~hz6oN*2d#Qgf-n@~fFL?C_V4PunmLluyOg@Tsz
z4uw>VoP~)yW;F~FXq3FaHfxVRb6yHq-m!tt*$0V~5ji=zlghq&;06TqVmY%gH`jwT
zEf38DN_M?wReQzYjrvF>^$g>B(FgL`@+0*WKk($^<b%kvf+UX&fFmLPVjNdrBW+Tx
zCJ$G>TTbXG(HWk9Iw46KIkI^L9?G(l4Y&`Bwf<0+ZWjn3r!G*M))>+myHPnnJM??*
zn?9@;FPe2Da2*;D#h=MCe`nhfJ(O1NCGS+_$or68`+_b33_>?fTdc*Gi`xSO;fz(C
zwV|}j!^B13G>ims8M#5h!Hkij_-b`92~eEX3-!KTx8<$UfgUsXmM`^L0Oywc#c^<N
zyxC3ZnFHuyst~7iuKuIik;7SMK~^B~h!HT;1XuSvMXb1q&Z>xO7_=kJj@?E+hXch3
zRlV}!SMB?T9CZ(A$Lppw%klMmllxhmao<{7KM?kNCB&@r@muQq_V;|f50*$oZTIa?
zmuX165(h1megV?ubmf93m>%c~-4V^&2%yhzMDbA#*;xjl9=5!lSZCkHGCA|T5vPyZ
z&E=7$p-^sNVU2>83uVsRveC)Co<JBf3#(2fX_{ox*^Jzd4v2!qN)kV2hJrth+TwzT
zs)(76joe>4R@G<9TJ8X!J<qUKBx6hnbnNBS75GDOU<nZkCUcQUV!G#%KO2|29U?xV
zU1DiUs33J7RC;S($H4%$46ugZ!8XQvL7geHWvLk%;bi4JBT&!`GT;enm#|)e;}w~3
zpWsz*H3N{fg{Wfz<B9e6r6&hZh#_Pp0I~=0tKd%pmqo!Rz($Bo|NFDX+~f?%gaUH|
zQPKfbX21&|;k02vURdo?*T@s_yH6sh1_NH9g7O~I56%Vu9RW&Rxa)&rE#NZ16=(f#
ziOnH{GO#m_4M}Ci$DuI?0E)Dn+&iT|e;(tw1Hj9ij`WNj!Z)ToGDJvD<JAf2G^O7h
zGn-Y=x;^|K!cQNqZl8{<ZnptH3-4Oa8ZkEj4g&vk4IEkAtq$J(W>z-#X{Xo2BZfW|
zWK4XH?_=EK=eYByq$PxJVFHF_fdt1+{ZXpY<TzG3Q9J*x2moZtnT`4Y<<RP5JZYS@
z$L4WfHhuHv$Xsp$XY7w3uCG)W^CDyI$K+kzy&vs*(#ex^v*^7W8QW9r`JAY^tx1o2
zDm!1<^Eh+d$6y#mNz5L8<cZHnm};PT<KEpSgd1rT?ADue0oFttWPrg+5NXlRa%)bw
z`Rs6uF8AG$v(ylPa-5Hruv~pB-@H4!Gk{SMhF^7C+|Q-%lc$7Qbz%N`#Or|(z#YyH
z32GktJ%zba&w_z91m{1Dxzm;(`x!0-jr{%hW0l>`Z36+#7D>iWkGT<}*qD4(>Y)OS
zWoN%>J!*eSBndrp&Xl<;N6m{|!7$&ABbk>0eDhffNlqbNg_a2QlME-DgZy3TqpRJ5
z$dz*5Y5Lon0C!i9zZ>}z%O>~*x%WNH6f4c8rT|xPTL2SmrU_w2(T6r)A55&qW8wt+
zw4M1mW`~Ah*x}8y%TMNq#w6>m=_^tG9(gkG`UpF_VHm{t*s){nE5*0)St-Z#S8A~3
z6A~ouJ3veqpv=v%R;(Ij=E-qSNS2X%oxQHOW%YSDue#8?QyQy1eP?DzEo)j;gA8&x
zUrWj;Rtdj(V>Q}Q13*`4*(zc1Iesu=0~oQB|DO?~qd3~Q^_5g4_q(K6s<0V;Kdq+C
zM(hmGm?e!2!31SB<}PgZa}H=%dc^wkgR89oP6W9H<7g?qXpmX}Zz~7CgMzDOa>^`)
z2n|-;72S?S@6pk=B$MsWV2g8`s+CBVumlpF#dR;@f?qSO3f9J*`5eQ#W8eGzd7Ouw
z`GhisYWPKu1meH@*X8oEoU%A6fd5lyvLdYwGu}?b2f$!`VWIQsY9IeIQV6}_-|WvT
z$x1hRAFqG_a0edAN~=24E-iV!I%=xPL00veSQ)t={t0-tU8~+}#?sQ#d}?(-2(y79
za6i~e)ic5BmG1rEs%gIvwvwd8Q9s@opi!U^TG)QMO&xYM{kD_u`kOoPKvUu9{mHqx
z8P#C(DNk(a!5FTO0sA`+aCyBJTvDt~8w7s?*_td}w;8!~rC&Zf1qX-d>Ayz{1QNdQ
z6cTLGKv)#o_yNHGHd{k>bD7i3^nXTq_Dl}`+rKl}HYg2eXHZ|T#<>qvZ|Bo)K}%>M
zNTAty4QWdckdBCK&5)@pXIKVpe(cpg?XU4_H;2916!|<**JbIJ-^$eKoE%}0vY`R9
z<8^>^FLZf&|1p&K^;U}Px|?nA&Ae*BMYoYxXzpJ<`pma|Wz=%`7homNHtt5pMsI(F
zJGoBS`WQj7s^r}8XS$OmfB+2St3a>FH}6wn*zj142XHxU6B3kd9mnmXgZaTDG|Dr0
znIT{6h!gC7mhY}}97KRmWx#%nWL9&}-S^nlVLe7cZxZOL>{<Ytazy_aIrP`ZwU9L~
z$`53a$(=iT;s}PjeL`BFWW)XCKon{0AD=oY=3cXe)pY=UUr8>WaNC{#>3z-JsD5>d
zwve2%>f)Y01RAQD8&Oj?(G<#H>c?wphCQua@~!g{4#tEK+Xa5#AnV4Es`A-&uWlCs
zp3nW?TbqN#8@&HO3EQ?z`ZE7$o=tC9rPW!O7d+dNF|~0IsIof@8JOf$_OU;=@%O8_
z##p98U+}($QJ4l#su|@?>ePcADZ4iQEi<{A`%dP|%|E-kCD3py$hzHJdr6sX+oy;H
zJa<+)aJh~G1oZ?!uBDZbwXU~yP?wUNNjN-k`9Yp0e=Yc}spJKe$vd68atk^D2A3VK
z0`cWDvVUi*!)?*!Zh0lZ-rc;ayjYE`L`I=(1}v<Ihj^OLjhf<v$tEl~Kp?a+)~?mK
z1?Op#3JI_~=gEX7G(FL;3rk2!4Ek=idh02rTwIN9KtRrY>P&Zvgt#T}!STH+!t>wc
zB^lN#KL^85oUbHnKok)b6P?S+R%lWC+{Tqq?_Fbm(kN@2LlPepYhPg`KiZUOa=Ad;
z7k~zW%x$KM=(P7Js?0ue87bQT>JEfh_M^H4<Q2vRyDbMZ9AiT*Sofb2vQa~+#ZKoJ
zAVA2-lhf*h3D|f;v``~`mMpR1ia_bSjgMj@%P81LiatZU)Gn9S0efE?$hXd}&G_0j
z`u3*SvXnz%{=q1FT#0@L`1C-!dxM)xv03xt<~^{^+`t3$0;yk?kpm&bz~G#|yOQ#i
z<mUa-%;k{DYI1Rt;aP6o(UmPF7sGBKJ*#+=iyWe-4C-#mzcwtJ{WE3OEByLE$brS^
zjZCd;aQl#6zg)T;9g&nq{A_4`8AUIy&Ya~1oJz=pPLObna!?~J`43w*pLD=1&X4>U
zXw%7WOAY!>vF=B4ggt6O(CV;HO>|my+xkK;l)ZTLSz@w_L8$FJTkTbLwMM0wfSs@R
z$vJ~3Y$9qzr^BAUU#$dLlBn3&(I#uB+q%n+QaDXyL1o6%vxR4Qc^w@ahFVi*#}+gZ
zqShvR-k$HDo^_1<dN&BWLLMVf1AU3@<-+CQIJE@&=1W~Culvg+3wpt$E9Sr++hT?M
zwD*=lvbJm^<dl@c#*>1UY~7?FN5$>Xazpbvx5#dlsb7{PYY5e{$r9G%BdUCEGKEP_
z23cy_5f|#v)?UVqL{`RYP7>8AebTO8EBp9EkJ4Mp?@V+O>@KxGD131BW}{mXx9P#J
z>LiXBG#)DYY(4M8<VZr4p&LQ-okij0Mc`y%Y@YvYnI*5)UXt9U8G8<ehvjpINe;(^
zMWMK4pdG(-V3wDyrGazQG6~k|8Al#x=)TF-Q?qaQ-D4Tsu%W+IE#hl0?xN)N?vvmC
z$R4#BEx%Hw9g>}<9rB`&_v1LSW~{<;R3swz28&|(l(OxC2oBzzg|!=FO4FB)k-tB=
ztnSBut_LgZME-p<KiKNUk|k!RE!wm71U(Og3+2y$?A4EErv3a)$;r|2`ZEWTkVKw8
zF}H5)o#lDV5$yH^;%iS|GP%LO@ZfI%T1Wv&V1K3>6go{^^=QSJdVpM*^;36?KLCy)
zlasIY$itvgR$T&sBL(OXvMD83gn+DJ*|(T*6ne&P;$v}6{RrLw#W?NZu$j7A?!BmY
zXG#&kV&%G&tCDTtpBD0wLl12uww*S4yUwyqtdTNErIvjloe^o)oAw%Y50`HHT^a>M
zZeh!`KK&Pd$C9sii?+<F=NHswgtP4>-`lq-`x%QzjzcLZAHpovnVdhhuTzuo7y!`)
zWo7X@-`VxU0f(W2((DbI2cP?L6Rth~hywdz;I7~j8<u3=b&ZVnQAU!v1_bzM!Vf_t
zd6Dh)Goy{H-}{xQ+?0u<ePCyR&Q_rtuI{f&#6~W3^MFmLFp$LDw`iRI6?;<_el8BF
z9I{UtUq|t*R=dt_>e^1jpmGoI0HJ6+#$Vmu4cp!Ip9#u5Lnk)?*U4v`$b-Bx8Ztit
zHn6Nn*BNO6w7K`g;GI|fdIEn8<O6NLF=pj$dCvcPIdCHE4qy_9Y;<gY>}0+#uwRZ9
zU&9%|HY*3%z0?LSIvkWX;AL($=eN1o(A&npJaHjD2W6BeYdtN+t?Li`rvv~j!W!la
z{lDD<VhM!7o+JP~06o^83q1PGMxbtMWv;#l-aWx%25|;U?+dVK++4_v1m`tToa~T}
zGH@@g>-L&E>_aS^Qf+TAb1pS(Mh3tiae$DLn#y}$;K;~LNzo&;Z!AA2mHPWd;FgR|
z0!NdQ;isl(v-z&Sy|+g1V6+03`G^1&Swnq*8EtKkp0w?JSH{a{_^VU;H`fdB-{LxV
zcJ@*~-Y7q@S^xFdpt~HslWzax>x?Szd_R5gNYVZauRRIyG{Z19$ozmCe@%NiiZ$o~
zl0}PU?!i^|J-2%s_gja?*0ut@h9};4>2#AsbLcDMWksuQV9O2f>|IQ>R?V+$v^e`z
z8thMFRt;rkZl=u_u6QWA#M*lkMcMGKkIx_BAq!O0!2HHO1?Cyx|E~UFM(MK-5*ITm
zY0Lm@aL18D?BdZ}jBZg%mnq`H{tp3zw=JC3@0BhoJ+^HFn=}+yPd)oK(jyBSrv_(x
z;M%wW>G%=0<~>HzoQxAEcTWXUD=*-AmJq;_&Zf=K5W#=5ArqVkK%J!0dT!J$uN2xZ
zRQFnF`tey_Hyoq2bxNSRBNMD6V5VZPircY^*pXyfzQHy9=b|<yA6E?b>MhO=oP9M{
z<ZBS|zDLeb&uP7Ts@yAF(z{!yyCNC*_7x_j=VD_+cFZa7QV^2UUw#gH&d1a9Im6`&
zH@|p#wU`@sN5C8=JSZgAgeTkYPuikSM_&9yk-MZz2itVw*00z7jtSHtus(OPj~_kL
zQ`F>j?48-w>W!H9JtUoH7f|8AWdSL`&DUSU2|`DD+|6O${J)EVh%pBMZnKTC>1UXG
zFV<S^XP8FB=N+P4{D)}$2anPI=*4f^;_9G=>{6`<lD_S^M+x(tH^aSqc4=fYBRl&=
z56MLLty3jOIiHYFbY}rgGos*Tmu^)&Eb0%o<zq2x74(<y)1@1zqlJ?<KO8r5Q@$q$
zF8ghKT>B$E-e}G{lNnIl@I4;{>|upa4!25<(BMg+JmS{nS!8TMqJIJ65P--%nUqXS
zI96>{^_YiR*(UXvhpFg^_K|x{PaJEhDV5H`UA%5@Gzp4^dW>Na+>}Ssa=c#pFHRhi
z7F8e;DZuBnVK2P_WflIZ3vjat?<k`Q-1V&VpS}DMTp`~R&5#>U_ga*h!hqvKjB_lj
za}tkWR?)I;s}Ou{N3t3~s)g6RWg|_~5tgNPEFWweHvq4SU*0{sY0DxpAg%Mh!&>rh
zMzne})I8|2z<5GRPM08L{>h8C|M4xL4DPZ;`*1n??ro0w;RDAojo@W;XA0wnO$5yr
z)CC(s7qJK_*j}VRMOTeyjk%bQ9beK06N&fYI%c_hevnN!bo$2i2LXvp6YH^x6)pN<
zhOQxp0CkSpd_|BJ_lh_zsXG+$CojNJ$I21+-hv(L?TbCWkK-P|t4ffsCi|ZR@IyyJ
zLZ;W9b6=Q4{`>Dqvzg3gr?TzB@R1Ag-hyU_H#4joo^?sC&BLw1@Df6H#)I<BzMaOD
zKNC1Tc0(@L96uqgY^Puo*bf}vDJqiEukOcdRk_Xb#PNXM1+WwE%|Z57MThirQpmQ~
zp1TI<`+&GH@I*r+NHxZt`kS3MlZVN19jh(vGlDanIm0g0_^H%Qhug-vNfPIHmf*11
zH_D&}RmDG!I;kP{i2p{p+45DX1<jBGxsy>3ZO@l{rFh+wCQbS_Itzd0y$pPhN1!M8
zy^qX-#Ws=+6IDAKL7KZOrE-O}zf`g3?nek^(Om(v?u_IV0xVr@&pUe^HS*C-c|d9D
zF~&5Da$?ppxZXIwpYriN2n^7RJrYuqQZ+Hl3AC0aGt$pIImAh_$<<2tr^3S`w?d9d
zj*Hnk+O+ocH6-`y6GjG_O&YyTUHvEj7VM5-<)cCy`S|(6k&N#$vr|=SQ7KKc8=hN1
z87GhO^ce`8IhH#0d{hwmLTy{U%)<OkUJYbPf?v)x8l`(?idsLUEt$aIH`EMqlX>8{
zV5InY7V3bM5%m7{#B<~!JBYUhsUH_ZZuBuXmqDzir;q%)OX-Y-0)nJEyQ|9L_tYjv
zeS;0x8sd()|4Kv7mxZ6ayq0H#x0Nm&(QH4d3Gm!>>TsqF57U1XMOkIi=N0DTnhe7<
z1WYhHGG$xB{rUirvYw3qkm{QC7S^9C77OsN0c_MM4XhQ5KKDje1SCHM<y0CM8x!M9
zU%dkCITo4Ab@=Kbg8iZghHn^2d)A|8BlKE;-%o6^YM)1Xw?Jfy8aOY=72D<zB4+y;
zE}Q{OUIv2-n-NysL-$9FHLgZd67$cUKyFk54Ci-<<14V+wUwieI-`FZ(9AeLd_sQ8
zKWL?9ZI+k!@4r*F&Vo>y=Y1+K00#uX?u~y;k5xUMK+=yPtL;Bt*`uc9JjW&%k_=$m
zEvXZK(>d<~lydirZQHk<d2A;Cn01Y)&2FJot=5rHK_Ai^i89xTZvZ|+^l?8`nq`I8
zBI$rVb$!WmvU*id;P6wqX2+X(d8@40^oZZy-W=RRrhz;v$3jbX<rEZ-qY+dJWp7yM
zq{GKLNlE5%6(D*+EF9<B-O6kM&~P4<MfGXj#xV00w#I`%5F}Xh_($W&1@&iha~pHM
z$Y0r^PR};rRJZF2r&{ReCNdraZ{p}V_{bqjfq{z1sP*5&3Z#!7?L9rN#5f2bQ`S0J
ziUV!CbVc+{b=t=%R&qxA#*IX!Q-R~9)=IidlH7A3Mz*P15)~?SVf--Oj(suM<`w~v
z#QGM1tjuN3Y;P)T#wB^;z12>$d>q!WSKP+GTn5g08~{H0??q&j_c!=~!G&(A0)PO^
zBB%cB=Lh2PR1UZnfunmZnSvVK``0#T!t4T*?T%o|4IlRsg=Z0K2<OJRbXY7Ga-I%^
zLtEe^WFQLwK3GH0qXq;gjtw4Gv`PQX-&ygX>UAZhcS^r>xE>%F1OWSH2^=|Mw=zCv
zZ-dxTXF(4STv>h)c1%?yS^R9IQRYVH&YY0P{exivi*V!u1fg%p;ReSFG|U37Y+Gxq
zBk=)vb}S0gA)+k+Y1}r1cBXjG&4>)w3$sH%^$r4z#V>GFCN^f9xiLIv&GdKL>t@IB
z$jIdN9|?88p<F~hG6Z}zOU9TzGD=JJ27U9;z-JcA5=5-T>*p(!wITqEsLA=U|IK#6
zt*#HGV`TUmuT^b1>zuE;pGB3IN*{f^psZh&o3b*jdID2V%p17?&{yj_V5XF!BKL@~
zlDezSfRQ$v%gtpVzzJQYtL+%=Eut{tr2TTyW=ix-E+@M)Z5YQtTL?qPiXlDi8kw(V
zC@Jm(IhsP7pLlt#4dLl0i~xwGeg(O)DGczU&7Pg5I<>bo`wUY%l8Mntzo9MiFy(b*
zX_Tc0;Uo`Y7dab?yn#9mNkYt}VWKxwDRbk&^sU;x{IR<%M%l>$?2$i8Z&!X@l-dhu
z{C+nxJV^{|2U3L1f7jtCS?mO1xY_3CFqM@RfbP1-ynUPf<7+L2#^krl5f0CJ*(K=t
zO%3aT^wVV#vD?o?fmo%9psh8KQyntbTgE7_5KE3__U7B}v+0u`v;1;K$mX0HR&kBt
z`*FXK9h;Ep!+iUe1u{iNN4Ng<m-_5d;4lu^EFl=&1DYcDS)X7#(I4`2kP^?ODg!rz
z%#RRxV8?kvC|$f~&qhp4OzbT5PoJZ&!5Fbv2)+&UU2mIhvjeJes%GlOY2D<Qwx%^V
z3kZJE%>ydkerD?ZFW!5?T=B;>R-2eB`E39IJ8{Bure!PnI2+V;<q49Xtz`pD`P}AP
zPED}4HT`(P)#MPo^-^Y*2>KZ>qE*#O>wZ@66tzsB0D;%t0u7Qm`;2$Mx!{5Ix3%6n
zMe>+^>2Tr0=lgB^f410BS{+$DzIZMb_1heA05QYcPIo-u05EJ<(i|lmcwlpLIRzS@
z!k|9~w_}=2#3R}wwdQbWRaLmc1JD_PAZ$`<bqe5>p0jpqfbf|W4Wh;HU9MpF-SW%q
z?cZ&Mmw_w@v*?jHw36iXZj4BKP+$Gci$`X=d6*Yf_u|*`IZGVU_Y&#Y?|-Qmn^j-u
zRC;a>f|QQ3oLHsvEbVI3)ttNUa>?+p6R-dhnpn+?pN>l*D8jQH!dxKggt`NgckSY>
zZo40!c0E^wR{?poWBykM74e_Z9POP3su$r`)zhK{8uC`w<Jn@DpMw<1K#<8w)z#+b
zgUr@s3BT67`;)W9-p!|HXj^MWVYq}0Bu&F^y77lUz7t&G4~U{XcwF5nQc(-KJneRZ
z2uHy9R+WDMm@WmcmgHbe8hWlGlVJ|B>~3DpTEUA!$hY|_l>Gt?r}wY8Yy^Radas~m
zyjOYJ^PUxg>c*lgx|9-l<)^-g#st*nraC}LOA3@$`ZF6CRLAa_uUzwbrfHjz!Ad&m
zseI9PV|Y#DWuPUlF!jxkoeU(eGEeD@+r;=!OvGz>-Kd<q8T6^QB2ZB{V9VThs+^&2
zBWo`M>{8IOh8&eXECZ6{ef~W;oRN1UuNm0u*hx0en^J1IR|Rr5!i>Uh{~EA@&GQSe
z(UdjaC${tQoqJ24@yi66%khB$^+r0uAl$g99efU8#lxYvqOrEuJT|~4o=gQ?0QheW
z?^CZbQx-RCjPw<6jFv(rHfY2XBgpC2ztrh3vqi`jvd7c<&qeXp2Tcrd^|ubZ@sS?1
z(}&9166!}DLLfI$_KZ@t6WL>Fs>wAWu7N3w_Ub18$t;8I4gjl%A)#{o&2`7;c>3E1
z^4?}oUc4gtF^Sa;j0}1dK_ENKC{N%-2wZ25y-sD4-XA2LfHj=~tT9$@iS>elx(5He
z`~SUnP=G@iu3qaO-@Z)+bO!Hq#Ws?hp-Fw?R5i}lX<IrA#|I5NAFG3I!HtTIx;9Dq
zO^MSx`8;HlJfklC@tOeR;>Zop`EWa1*3)>>peW`cS~GUC$M-~#`(($yVem8ZzCd*#
z2qwHCkV@m^knvONzM$i|0V<P!!jw{Om_$n~qS_}Wrzra-Qw!ZP^Jk7e&kv+&Di4a7
zi@VG?He{II4C>V{>p!(lLu45lBKPCo<)+>#xAMOxo661Y!Y5f&siNCxZs)SeJK!9h
zArfcWd+Ezfi?wdJiv5HE>X%LvG3Yack1Y#=U5h_%Ap~ug67`$=pQ(+7(3*U1H*kY<
z9!s?<Gh%r$MR<o{Jy#s<7h=G3t447bm4JN&TW@Eedrbr8%V6`MJ{0YUqm~QYyI#O;
z8<>swJM8lS$X6_wWk@Lm#2hPpU(`Un-c*<*e<M0%mx@wk*U|cLXuY%U56HlobehJo
zty}}h5<GhEt1<*A@^V}qf7wBPwyw6Zw%AA-&>73$A5rO+?n1}`NT-X)IA;{x9$-YS
za9>!Q=qw+qwWQKZ&S*FVpi*^eisZK%M{y<}D@vwHO^Qn*E_bih4f>M^emU3z`4~+!
z!(1z)lh(W#vN|uDHAf7%ZsSI{{iOflwV$JzVq(@cL#jGsB|a;GTShKvhN!ii3A>~q
zg9V$hz_p|pQ#YTuK(#RodQlakZig5kW!_E1Em3sF(u~#|Y)Tu4n)$<PhSqW|(w#Od
zet|sZ^4^X{8LdBR@GJJknA6aP0n6*N>lTzzd?^7To@85$lQ(f{(m@<<!=wa`;7f-b
z%u2*bLEU^XF{D;iS5~GyG=FjsX4bEYk3VkI4;Rx7GA1dR_e+y@_bhSAqe1DeTXgk0
zGh&neSVLwprpCE!ETX~~8|wa;mdkl<|1fNMQ3t*FsG;DhjR>h%yFgR(gkziZhh5k5
zVoMh_M(*iM^NcPXm}w!*yYRA;F@HPyW=1hFyeX}c_R;O9RsTslF}u!B@&5b|#a0!`
z&TM>x5u9JVGM!LQG`(}CH1=lalLGTBL~B;3_QlBgJ7y?Sa&pp@PaGUmjPK3(N`3P!
zBhh4w@>TR{Y$1Hl8CxX3uaoIwLfyB)KQ!^UZ7Pf{s*cr+F(!@owpy<G8Is^AZ*E9v
z&(GBt6;oo*$ZVhU)$&g>co(Y0VubC5bgRh3IxdgO{(8JGO3gILz+AP$mr7s8z8Nio
zLtX5VPl~qUsY+%pO~qp+I%A1CnfHaq26TvZSH=PfEAaC7YitXn>5~qlb6~jwLp-R#
z?n$;zKY0fvF17hQ$l<zNWStl>_C6>bb-`sb+pEeft?sIcg_N$wsJ6M93)W#YhD@Ar
zsDiuTx;2TebyDc)LZ7*eZK=}%g<{dGInyNlx)}r1jA;{Pv|>%XEIHX2uSE<@rXm)1
ztvYfyZv_@<{n_#E(gTa>!m!oeRR_rzSxMM}O7~Ga*`Pg@&u2VFK^KfbGVem}`#)1P
zw`U3%#zi?NN)VY42qJ4bXi|U5uDXz!V@ad%5wxHP&uCXu7qz5OVA#<aGq4=`FRRHZ
z8#(V6-OMv~afWO4(aC<a4fm~GTd^7!92IJ>{IE2pipCq~@Xog03}f{tpW9A1qApA3
z8e$X|qSbq|12_Le<>7X@6LoP!FP#`RV@~`tH4si+%bj|Aykr_Frj^=3x+xhDA!bkp
zFo~efVY=RFU9lL;4+@Xm?&Lc!Kp=_6!OR(uNq0s%-u4wu@WkJp;U4Hx9rd+Z!&9d&
zqili=7Dkl4%t2kOfD58|T)2cPi#=r1Wc8;D*W|mjWX-jH$!_8kX!<l5|7N|^bXu#S
ziloc@sELL(?bxFy`_Lgf={HM~hSBqs7r}MQ4u)NGpdYrlk$Z2Gz9{bMH8St}ydj54
zUFsi@td^gvXD!pu4KFQ~Y{qKRWpF}EA%r0;KC<6BkOEEWqGj-rmC+8$jE&8gU%^S|
ze6P-{Nu#161Y+d=RGgbP^Jg+HqU416mZ^)t+31PNxh98_BI?Mpuggz=@>KPxk7B^!
zYR{a>NSKM0jLw*-e2GC(2&@F}m%N>xPcvSluP&1OuCTF{r1xEcU%aDOWn1`Yx^(*;
zw*T|P^!=5>&bdYW(r2ZruAhCD5Xc7;_dg=^wLQ^zw{2|tj@XvIi!l<OLDPHTYC*u_
zOC3U*{EscSZ9md&$Sm@2)=|4|sK@z;k61Ky%nDWRJUoz?Y--f6Qd**-iF%^1n_}89
zo|pO|pWj}<uzIk+V%Q$l1+|hwz^b}*wvFmT>iqfM-zZG8S9H+r{xDHG!OI_g`L32l
zMInx?b1$WBK@=Yv7-LHEdsma2*%P4^b2Vke&@D0Cix2Uajmw9W;vAnxlLo@~lu<@^
zl2(<w%beZDw8c?amjyYhqt9ldZ?G@UwjkeT1h19son>O(7g(%0TjHx<6Qm;xfe`sh
zatvo~)dekyBP!B|3RRN>HAf|C`b{=3SC(_3PegAqD|3Xzx!^|w?~9dkx6wc2uom}n
z`uB8VVNNjf7;_g4Ze&C6Mz=Iy(=^IIdBBOfH*G;#DVz#4k3B@N&3e!=m-*!9Bw(e@
zemjcR7SQZp%41IrXc!oy*TIJ!(*4ML;%S6!z&t(+T#DoXhCVJw1&2{-yRAABH0>Wp
zKq*0~oP_)|Qb$3)X0c_8(jSn}yd}S0O^oI~YF}WXL?~@~q5jy@DqpgbXP2lJNS3Gq
z2H$@?i9mqIK)fz?SDH+fjQThS47*VdD?W64fOQubyc8Re9|3~#-w=ueoY671BN5(`
z3uR82k+GE#EPEk{<h=M^^-;`g^p#b+-FF!``5cO7U@~-F*)jPzGx;kjK6X8XjztcL
zI?o_>;4EQu`xnCbg}NV&D{ciyOhGKyBfwhxKNE?!rD-n@SSOXA5j#dPuHR=JlGuLe
z^hc@=Nn^C$+?`NItr)R{C-`<5#unnJ7K<-vM-?9^B|W4pUBq=+)Me@n@16QXQyIjA
zh0b|g`a(z4kxsc7<=IsiO!eUo(4__O$x7I;;7Mn>4eFOaXW?QDjy7UJnm1oT4e<&&
z(Ownr3~w3@$lAZnnW(Gu-qNI`IEmi5E(08~v((M6%Po*44|7_>;>cvoQ^wh>B#_D=
z+|+^idEft~%h~u{#8YtMBkNb<a>GFXp#hA=;7p0Yp><I5)HumykLcE;ay`$ud=zDZ
zX2<0gY7nK4pU?~kbM-O+6W#6zY;vboSz8{eOaMnL3hFN0Tnu?*Qsl5YH$)w|zn)tw
z$urhJYroKigK0l?56l^|Z;R-zxKfz7T7eIVusf(Na|u+<3stPj7)#uG!NV*rfhgTG
z<Tx$+A<4Y){<2jlYT*Ie!du9+2;8k`k}uzBOy3Q34ee-n5`R3(-yC=)C#-Z5Ty$V#
zAgOhORRKm_fVfPTAcuh(h3a?6i?X;3f}>cdK0t}IM(RCZisK)8jNDf$z)^J>ug?{T
zoJHa5qc2rG((MDcb#>73wq8+80T){qJ-~*|Cjl6)ID-;L*PCWO7Nbh}?nAvJu=5u$
zVSoS}TYh>wN|giRJZJ(*2Yqdp_)r^0x8+4kFwH9(nb$I|IjvUBp8<=@W*BvxP2Hn#
ztFgV}+<6bZ%n{ZRqm{wmjMKW&<_kZM+~hjHFk&R{Qj+$%{+@_&5hjWF<X_4%<Fy<=
z@3;&rtA?^LZ(R+SLXpm(!M^lw?hOndRk#02hrxw1GI?ZS3Z4qHi`K~EANHzeKfrJ3
zOB9)+BaccoUWD^rimO>Mf&FoHG0`X{s>;QnyRkX&7iy;bNv_Z-Me4{~ILT1!5M<yK
zqjZ2TfCOTbI(Ihn66+v~k6vBz0QfQZZ-zana{I3qgl7Erdzp_)5WEL)?15WffmQhg
zoaI7yBPW6d{k@n}O{0$*&NgeiAk9aH%0tu6J}!Oz`69FJ$Pr&yKFAF-k}PX{0;=W`
zSCNwKI%trpYQ|{`X)afzx(mr#ERl19BmL?SDU&9ahkRb<rV5%)y~R136-xBiXNs%!
z7gVazUe(`|H$rB|o)T$&q;sdh#KZ}?kc>-MGF)C%OqvCjfu<vj;B8w-+A?)|ugVd+
zI!xSO9kRz&<G^!#%+hT~+0Ls#j(CbTAwwE~0$U#qE|i?o)9LJ)$R80s{f`(d35#l3
zbOx?ClakWb0q<mqzjyOVW%-&0m}W>-1*Rbb;UX653-T-y##7f9eq>AcJd|I4MwFUY
zulpszYgoYeT2XFBZqh7o)Ey90&By&mmH?8MEav`~&f;Nli7<V`gYR52aley13v#YW
zn$Jb=mx`vi8o6wy=wPKJ0GjDo;f0()12wY9Y5k9=C(1eU$*kWd<fav1;)JP}aw?TP
zQ5If+v8tYSQ%T|txL6kuT=I=nB}ib(kx0NYWzB7~w)ma|s1pPU{j+@2U<nux1Mi$B
zJ^hS|$^InZ_(RCgSfs+G#NuIbpfB@@?5U7PMtDs}`OuL|ZJXgNLjKbyCLhpfe0|lH
zkvkGK>9lh-??7*sgxT2qu6#+9EHXY*7Bs874D_xw@ygJtHKUiHNXG+BPzDqCh!)AT
z;8LePfy~2-XblxZ;Gx`ja5Zu3yAg;6{<Gg)3FvR`2?|DCJGPdrBaiS!t?xJV2L<C;
zf?5XljQ3+}qucKdr%77VbKN<C{rutVh}<+SujQZP1vCG(<@gw3TxvRkgl<jGkxc#-
z`RzB2u*eNTp^4)ElKf+N2VCC+iMP0Ks23|HA8c;Zv9jVpyh6}pyjC@Icg}TxoCwzD
z{N@wLgS6_yOYnELfCkSW+1P$}alVRkURHAbGMah`(4S37?ep*4qX0wJF|u*%H26<w
zNaC1_7vMhEgJK;2v%B;?CqlGyrk>lOG;&U-n2G_qMLq}dp;M{~HCCl?TglR*R8oWI
zTKcmB|H@=%ARW|1@KBz{p)xPduBwJvAb69u%<D_`kA?2JZ0<fzuC{fDB7Ud?0zK_P
zU0S-%v7srImq}e+ZfRAlVO4ei9k$fU`i-Q~)kK45XL&!{n7B_C1I{qy>?5LSWJkt|
zVX4Qbp|VX6h)=9$Cf743G2qB4<y9Yc1V<aF?=|_jqK_5q4r$0ggk>Ax(mr1-`xOXG
zsP85_i4M;0lrE~P#hn^<zz^0MPv*BLnmAU*6d-d49Gi?%vSW>P<Kk6-Hr&k4C=mZZ
zaFDTwY-Z@VMT6zMIV=JYxv>WhsBWS$`B@k2_<%c6D8Qs2ZesmL(D>>U!yEN9#d%ox
zy%Nwy$7~D6skQ}L#34s^w_gW9Ki9W!T{l|gz~Rlal`m;p(>NJyVLb;l>*fp8C`qTg
zoV9W{vrIDYQ2MD`_rNimCH<0mO^1nCaOqRSA`f|fm!6NOX`vsaWNRhrJ}yWaH~>MG
zvV6Cs4?dmVs0s9)wa+}`y8sF0yYz+i90%+zb~&EA)0+O_M4vx>Px`50k+f?ihs7;M
zj_K#_frStE-WF7+U*ZS0ysZ%W(RJ%93OupZA);CYIO$O_iK(+kkseJ7W+kx_=&E{p
z#S?SS97+cZ65HOx_05HQSnEK@!oz)I>N%{7AB;1Yia^u$#elU9Iyh}2U|5oQQCCP)
zmL?CW*Q#;|#s86IsvWUxw7{33b4)M!jh3cJ`hd28F;g3rL2^y@f}iy&H5t;8Szx6J
zL$BZ_4F>fxzp!RC7_Lh4t-J-HUPqk#kDUImAkY5>{`|lFU5|}Z$uWR<T*>7;9I|_z
zmDKnXIxn5~bYvJ%)}sw$0~28`)<pM7EloW4Z|XU#0sSK<z(XuqqggjR#8AH;yEE40
zfI#@XBl*6nU#T~&u?az1k4w(CePwU3iR%OV<JDZwm%++&JsWe}i>$=i100d3G!hgT
zNLJ$Li0(%ES_kh(nzl}?1+s{QEGl&w?KMv;-rL~5fF_o8aKoSQA#ygLKS*2UM{WzK
z#o<$SJNvj0Z2;M}hD7RqgpV58`S>WnwcRMo8_1Jl+kCND=&C9}DAQQ<9M5Si@*Fw@
z=SjiDFp5CQkh8p^Z$3PG_RJ^@qMk13vkAR8+c$q;5QsI*eO+6^u0v}-azDj?E=@A#
z;1KnttfTh<JBg=hr$Sm)l}~8rFHvaPaqbfc&-CC~?o}R=Dk3m=Q5h4P(!Anb7Q%Q+
zj03XS_F(vXmgirP`oYPW^&S81iIn!uO}&GAgwziK=5iysBsP}YpwUBxUTM%OwEx@%
zd{1&cZKgO@CIcDLxMz=TU(Q#%1XmD{F7v+$|IJMv&@Mfg^aQ}m33yZ-z(|?ZVA5b^
zE-AN;oJWHT;y}uZg9Gr+mo&jq{#cxY%FStJ_8KVI0v0x_NMO4|V>U-9#H4Y984Q)&
z=`mof<_oD{N|%3skYu#CTA;Ja-!A|UB212zsGQw1$P}cnHYjB5u58SPsnNW_1aGje
z<5uGq4bJKSK5^&~=nqO5mQ_!LMMx_EO}v3Aaux${x<SZnohPZpa&`edCT3RjA1=U7
zFsQDOu5{^qm@oN5w0sj_e}nu|G&o|Tf53azuADG32vH9va`#6wcVb~!F`M1p+J)o-
zkkPrzx;Qu>6b>#9%EN?S*~_d^yD+^KgFZ;80NOo7-ISk~_pK>|?CD9{5Ior*FfB6I
z4{{oCZS@$|v86tRxnauZIWBNzinO%CIIKdtXOnX3Hb@u8BK@)4v!|tyPaA2nu&CIO
zO?GLSVN53bJSe$XSWg|5D05x_iAsp$H^9bj&52RFDY-M%4_M#ex&z#Td*9jSU}`%(
z{u_WoIJ4940oXb7e`W4hUg)!GlH6Zi6Xc0StRM`-5?V*yl#RmTrkd88u8pQ61I5j6
zoaqnV!p^OCqd}%^6M9ej5u8-QLWq|RIjF8>Q<Bh(Ywm<Emk*99K%h@>g_NDm{0yF%
z-Blq_bjQ2kVPJMFVjIBom>?1cTPK9@omx~4%I6d*`1R;d6z7Gy7cXA;x68ytY^eHL
zSb^FL;bV<kk)D%omPTQ}A^^3)m=H)xHmmB=mWB{m6zXZpDEHhN^T#_Dl^L8di;9oW
z_TO&EILFGle5?z!J}7T;;gCS}R-;hcU0CA{RchxV;6@%b3QL&!`wO<;`^pu~Il@|?
z*T(?B5nMp;1b^J72(_&g|Dv;W)AVv-{Q_9glz3Z6;I}3&%hN2LSTi+!CjTFC%~zQ_
ztJUTLqkmRlS&uP{c_v80umR1Ti}t8jsMaH#U}++YTS$!SD4@@H%<S}latwRBEtDRI
zOdeA!O3KKETQI=dGG^tYg4Un_+J{&??RC+A%Y~RPAAja<3T`Ykxt__`ijGAi^cxqU
zDeV{})f80b!8?*hm1m=5`eNq<1GF27#(*vvCVBn(_2c>Jw5*+REraNzs`Lt$akAZb
zmJ@kP1QZo1WEJLdb-e`Vg;aJd?fvj4&j<>wsnUlI*6=S-#;JL(`12|=7U{dT<&}aW
z8{W0OB_4XY^~`Cp3*pBe{T1W5cjZIyuPg0*r@x-W*uunrI}>#U)B3rrt@TV$_~Xc{
zaKA$-O$~o-(djK#0&m{ec`x=&$t+NVRf21k9e(x%t)+KQ2mP#Agk%pFnHKb*)2^X0
z&3Yk7(u^_o(DxT`lEp&hFi%(1*}12CJMo2cJ31E!^ORn$fkLZYA1AarJ4K?CmK`MC
zg`H`>+<8g&+98{34+J3l$rjsEHc*#Ha(JHN8#-xwcrCLu^HIZ~Z-w_^QHqUB&5ml>
zlTtFGif&ouG)ZM(gL*4fM85OT$ud@g$aTc-_Z;IJ&SSSqw*=OZ&6oH*v>RfReUU|S
zZViK5K8q~-1c9uUE4#b;!74nzXGQa4ZFjxMYav(sW*CJ%sk?vnH1B_2YsVk@WzrN@
zl5$oiGf`3g+~t<AZH9YLqmCc))5PrlpKZ;{w0l+jZZ%2{lBapx0_YP(LGqg0jy=_M
z%5?ANhp*-b!wgc`c^X9%@~5PDV8OL3)g*OXS^3Y=jS>R(b8HrL=0W5qUNa(*D82Xi
z$<~t=XN(VHe3$Qfg+C?eEOXX-D33h6;&T4C(%Pquddl=C0V~-?m(O@RJkW#<*jC4y
z--<L&BY?09ywu&F-f(wyfK{l~a;(=<-aD*{^+W$ZzTPq{%C37K9z{e21r-G(Md=cd
zZl$}sq#FS#NtN!9a)42~k#10l0frC|kVZmaC}|iN`0oMl`+k1!hj)MRIOLk^+OhVE
zbDeANgV0nr)N_u_>iNeMY%1i}MehrrSXF`C*^o1Q9WHlvnlNL}!zj(pq*^x4V<6(z
zy#FpPZd2>ylX~~Lg=vL)-?y(fX+=bo6ot%-PS$c8IyXyvG{eG7oCgAfWi&MMkycT)
zd)~Iu3hwDtU@*ahX4)CA$synJwMtb}yeBuD;ZvoxgOq^`m>xpD<WmvW^13d6dbIEs
z_f~?Mq8=5K=F|KrtS_JZPIhopgpM7ZXHM?c(1&!r*Vqb!-OxLsT?@SBgL;op;GuYQ
zH=6trAYn*T`0S>2vgM1v!JQOu$CBsbvXASQT}oJW@Q%5@6Z|mGbT9lz7n_bR`=dNs
z3L)KTU-v+8FBRH9qTnrYnA3Srt~JZU{oiprG$Q)27WO^i2v1H}jQg}s3I8pBJoJ_l
zW%sv0M}*IgQXClUuv7JHjgCqAul=S(s_BL?m;O)N%dNR`E*T26N_9qw%*9&dU7TY*
zRP$LP;-ui(nIHA8q}kOSo>jIvcNARYM}x2@Evj-pY3P}>>JPczctcf>+J<#zYYEce
zPkLp<?EqGaEX${?Y!;7!YPIw8c_E@Nt>C^@6C6U^o%0=7HuKwGeCWFPS`3+`D7j>P
z`CkwX$3lL-beyu?ZYQ!`jGBl}Iyn&>MMY})_)&gyP?56<&6bbqs#1Uol=Dv`Pa~Rz
ziVhsMcXk$fR*t*brK01QN?+^FZQZFm%xKMOoHWALagaXnhF%}qiJbgMe>La91HCLI
zn6ng|zxc;!>BB+;O3j&DX00{~t*=(ek+@csw)Y;8;~$R2d>t+yrFg!$MK_ZaDiytd
z;*I)7w0<C2(Y#z^-7-?G0*>ni&EJnClE{)Hh%C`*zPy~e?zpduWA#KtR!$BoFZ@CY
z3`V<lr%!7E>d4)_H%h+pdS*Q1e#Mw!L^YIrDaj<Iq>rKtk>Sy~f+i`f{y5#RGEwvF
zbaO;zyMxrIt1Fi^h9Umoy=nB8FP=!!pwNt4^v%|tn~r7PcjSxpMj5NBoQBz(k7G=C
zN3Zzbbx?#S#-RcWixsio&aH7C#7o_8VNy_lIy*Ou&)=LuF9oSPMGVLTzzsC2)VKT&
zWPp(z=@Ol&By1hiu<=^Ll?+1b(1L~yrv7BcZ0ook%W`H_8>4l34n_@reUt8R>Yyi+
z4MzjfL0y^nFxJRO7Uww`{7y?4S3%UmjdaI_I}+?qhQEKO_Bqxx^G+pQt-ETkpe=rP
z^)5BDNtt)uT1M+)w=GPCyq!B!2NSA+?OhvaKFQ0*rc}~s^0v}pEoRkHB$xjdByGaM
zOGlTd8iBn;S+H>8cEf~&;X~+$C({iK^qol+eq}8^X)cwM+s8=@-G!%&P;T=Ybq(!+
zt)rl0`mi_oKt*Tg_+=xB{a1?$p68QEs7H>w#;9u&BA7~jR#rTBIqQ@sF&+m5l3~-~
zIiKY?<6O5eC?dy^qE3$EA2RuRbtb#GNv;p(8bXK8g?7<&x3f+*$dp!dv)1$r7y{0*
zilX3=*pZ*#skG~3xQAk_oTtpR_18AO7GM36`Z+pP1B2?}-FOSz+6O+R=EKp$TVi^o
z_v?7<QO|T551Ux3b&6T?&&+LWdW%HXoz%0a^SJGiF?W@WsKP0DC1k^J$@X5TFJ#Q*
zutczrYa#NCJJ!f7j?bkI;tno%l}2u)Y)>7eM3F+*ZQbPSt3OAOitPVv*dAX+EOgXK
z$uW1#a9|ZoIwRx;<K??O&jeWKP50Va$G_e8`4m3ZY=O;*q9)1wmhz*l0N2LXwa*k|
zDOk5Wy4)uQr=ovNM{=g6O*tQvpS=ePgjGxb^e%~TV<}RadTx5h{``Z&Go81<g1aJD
z@Vn4EO6ufTpUua216AGo)rZ;rzj*!1?qAsRV~LkzQ?JluJ)i79Y(6S@lRLYdaton!
zA~Bw4?x}?L+STEgsF!k}M(<A=1&?|iZ>f^gd<VB;(euoBtlgJj|1(lB-0Qrk;g?_^
zw4b=sM@pAX6Ik%*QuFgJc6nFVy}T&E5iJ9^GmB{!J0xbqxbvbemX?5IKAM<;4z~OJ
zsC^7yPD-i<$t#-G13kcJ2w7Akm_OHox2es)e__OI-SU3nR&!)1e&<j>GcYQD$iqyG
z3qJZIupk-BNCaKyy-`6HAt8BM0A+y|!*slPfW>#TQ0ClM7oOb!7170Z{#6E_PQdsF
zlP>t`<TOu#YEqX9$$EEd(vU*u)dyxBRkqx;(-?2`9uH;!V#8SS;1(E&xY~^H;`Yw<
zhRze58D;VdOHQSFOVHRW#bXUrq>M(Z5o39*rC26*LLGfsTF~nr!zvIhFn4A^dKZv|
zzKmLi=*phvUwqb%o2ulv%29xA1#Ul9V`NI1#sfm$z2(&z&gMgFi@aNqc|HJ$c=xB^
zsF<yJsqTmrC0ULx`DTBjX<x58K_EsPUi-0eN$?(8hhH#eKVre!q@EV{f(Q~JZCa%!
zBSVj0YCySV-%!W#7a1O<%Q9*SE3SqYTFPWt_i0X4R<3K>qxR*;{q5Skdf&GN)dfwc
z?SlUkC0<-y?BdcoQD?22W8*mMV~9EqJrFUv6Uk#&rGO|9iU%}n%-njR*iCci+aqWk
zS90&V#YROr)Xipybgiw{TI1KQ%tw!Q7T25_Y}DJ9x0!78P!g1WU<mzPr)NJjSS?^b
zRAV`qh|9uaujlRfN<`ADMZyf>#i}^5yFNL8H1Z;N{qgachd>>ukXwia%Y|SgWqXHn
zu)XFjIP-@Ithp5$6$uUmaSpdf;nU>XOHzsgbH_Xp5mhyD)$IA1oO*-78G?JSNrRNY
zqP1rI(IcrJ-D>^b%y*-H^3BihwX=cW1hVGaqud(KZ}x>y9qgKRD8j=@<hb2>1~Rjn
zn$%dE*4VZiY<+Y1ZxP%m)Z{@pviZqwK>ae_C*H3g%xw;#sp`!$rWp_%b%Lt2xJ@``
zXB{5He=Pe(=nRMhdkeRhL_0?>d4ZjPaay`SRmNiZ%&COil<UV6WD<_Fib~J$&L8jA
zesG+2(8#hynA5fxH8Z6k0maE27RSM=5d{@s7>;V*J6%!!e7;>ocb^2UHFwdiF$k=E
zH}Z8~uK<GbrpCdbFx6|rq;4nbE^xM-vXyFZmDGDS=5jLT9C2A{Dd$Bd0JMSWdIYh`
zBRcsyrPI^xrINk%{hi(_tQr+UtmmsERkAI<GyR0~?ZM!dy`v{r*tF4iT*t2l7`%8P
z&zkBPqVH;8fyJhXYf==I*?9rjpLH%qFso3?2`?^`sp{x3AB;5R@ZTWNCMTbA-YBI^
z0-kGCJ7u6H)2IZq=F*Oum_o^B;mc@vGc008=f3c(u*U6fzl9znL1rNGItN`lH(N64
zuLc1Rz^;iwTERXa-QN{VP&ohX=@iY|uLT(iNDJ`+Lod90w_|Ijb<&4+bbGm5<)5C*
z<CS<f=CPG66*4*DgH)`=cqP(>QYF74&>d+a{XbHCt3_zD!#~XhnYA4@i4X3{(H&tQ
zcnmVJFua#z<9o)M?3&l}VJ~Zvd((UciBus++)j7=DW-ylSFBf~f|{TYlkw^Nermb@
zqGJt9MqQ-s3+!<5I&s6v+@pnhzJ3`?OLxUSDX|NJ(y6)oq-G1uSCDV$TXJ4BO@H%-
zwCBmz!9vr4CeV9Vx~JS*7zH-8AK{#M2n?%mSZGepjlNBeEGC!jgMJfA?>U*p@mc(Y
zo!dG4b=di2;b<FaYg7<r*11+Ue-vau*#6~vy=(Dcu2P*XT7}>p)oc=-aY;soc1{}V
z(Gj{aNl1hUoBd)^U;~E^-1AKlG~sO~M;K>(5jED|1$1@6Jmk%vey!6-a!DfyHs3NB
zlAZ)tS1ck#+AzIb%_W)+SBkt2D(G=0vt84|l3<j!ll=5)WnR=S`3;lVt6&Gxr^w4P
z|L$A7oq+!sLf{5AmQJGYIF%8rUMWbyVw&<}u7+^8>yOb9Y!TPJaw{v99qL!Kfuanj
ziM3KA$N5vWh-iuR+&O&+E=|wom+ep|s^QhpG|b|^OvcE@mdI3^Ox1!~yyQF`A<}8!
z-jv}jLldSqdmnr}FPCmbR%Au^gx4Oc(ReRB!KnUAO-Y^iTm9GVMvqfoEgb~hE=(~_
z21I^LtExm$W_P@dOqAZ9Yg8QnW`(gP$nNXT`)7g~CqXo`T2LN$jE3!I;h|)bkYFEn
z;)pAu>af=P=@bnoe<b;%^INcD!gLd2@vv(L+{c8Hm5F+V%`Q08DgFit`ICF%?X?3X
zDL(#yf|%@UU3L?p+8Vvm$(5svHAt#Vn&gDD4qOHwshsrBmK|`q2aYiwXFE0HIqlmZ
zB?Q`)_~GQw!`kH<&}zqyxR#oo&P&c6B*)!>L}xO;r(aegdHqWt$IBe`o}G%ZHqI*N
z7e_L6#aN{?Z55>G*~^V4jysH`+w81v%d9-+?n&?{1^<i4VF~mS-1zX+IwFEnM75-8
z!x7xxr{{d+=tm908p|KSLrYJqrjUF~N0PMLafYY)JeTt`GxbiFw4%G3+?6!Ru|M1Y
z=PF1qugG*Ss8PgBIHc2~Q9zC_{2XVq@m&evP7n^We{||^Dg`^C=A?h@xG?JSA*cpx
ze9VPrGVgxhbC!oc#<#M7WB&CWU18LvB%emJNDvHiI%7hzN;N+-FK6s8Y(Np}=`@sR
zp!Viz=^$UUeSOpQJy$%A);0Vz{xP|OIk2*5?|q%j#(fkAu&_qp27*%av7}Y{5S6Ur
zCN<Y99>z<tSPQ=-a={g3pU6Z!n;VZeZVbozM<^4%D}KsdDeV_#0)gC@T+@E^?y6=N
zE}IX~TIUNPnq}ZO73;ji!q)u(6@aAoSMBYEF4nKY;#W&WR9)Y9f*Xuf$S;A201=PT
z!Uxkr5)__m<SFbs*R5^Fv-s~D<4UmqyusNHfvhDTwcsEc8%`OZ+^+w+J32Hp*v><f
zrVEWbr&K^sf_>Nx!u~9MpW!PEOiaM7D&N-DpxZ4dkX;0)_s7L6Q7~Dip+f{~XBA{<
z;|okLCDMm|)dbfPW%-@S4ufqjtfi_?wUp)+qtCO%2j=6vQQLRM*zln%n-)LJ2xao$
z_}KOq+p!zpuQqb6aR)N2;xA2HH9_TRHeekmPYZ<lpbLkxM3wyd6A2Z(>T);x!rfJb
zJUhgH7aZ4GTUl9+z@gj<0_lCwM6;jclRu=U#)SBDk3}7dwFe&e3pR*jmIX;4J37=G
z@lYiW2BXVO71Z2lL|^gz^VP5Gi0D-11C*yQ3fnF)gV-+H3G)dh6+Fn7bS733HZ6nW
zqF3$*|4x&2lA&|Jq}suUbER{6L7XGyJuVw6z9-%1{X&^rv~w}(goc#=<tDGBE)XBZ
z-i?}g-pA__D|pg5!JL1^=o9@_y%#yefW!WJk1?SOzRv1Ci4H@8Tr8%=YN`{)kByQu
za9Rj|y(uI9EzP}|S|sgrI3C3hIak6EX&viW<TYh*gG+EHCW-<J*uB7TfPl-5<V9Tx
zxduGy?*jug?d{kFrVz+wv$=uH#bWnFL|B5tzmD5@^~8QG#&H9htAPK;Y(7TW@ywj)
z(ke}>xe}gei9M`I&twG%M^0LEO;5u*Z{2E%*20|JDRXgg57m{b!=&qaFWmSb{&z?9
z*~M6!<`^)mjcL@5$oEYPy)`X~XD60vKuRrH8`c==kOkL4cb<F)c3~2AEaSY;?|u$+
zM4$cg8IC1*LD)Vk;PShf%5*=Og%a%*N#?WGRQ_6_0x2!3J9@IAGq&juU0kn8LO5iW
zBqS697yXL($UjkbZ2M;SDbAVUY44Aa^G*bO+g?;CpIBa9SO+8b#hIiA@BYYt$F6q6
z9h~OLdgM1aH3cMZwjO@=r+KYvRGEY$OBYOTXOnAb*H6mc*qRwb*31rlHcIbWS=Yyh
zZ9mIe&tWT9TfN1$c#0Sh^D2{Hzb&qU*Icn)?PJ#7O?xyKUbQ`a%#@uA-IM&~_YP+-
zE?aKZe5`zLaBP?*;a)rN*kd&{bsqzHitzq3VB>ir!`N~TQeAt8M5+SQ9&3&mK@4W!
z94s{oL`r}Dl#`<x1+8r8X+TqgwJWi4m}bToIjK(d**`7FoNcKlACb~5u}j4K>US^s
zU_-q;=&Q7tSo6so(Q(%#pA_P3YQJ3Hw_UB=$+Q7z=@h<InU$4a=}#NMUTSvv{$@fB
z*1SkfU4ESWmBZsDTYISgF0CRNOBI?)Lfot~W?EH4qk#7|fdNL<@GOA?Qb?e2+rTtu
z@?WIIUW%EUhvFS=dN|oD1j-A#RnCcjww)`>Ttpveb#E`ufK5|tv46845lBSFSVmmK
zho1Ats!p2rX=VvnnQ3`T;%%G<V&WYK0mWMac65A;mB9<Y^$g>1C||3c9yE&NMFqvo
z*I+jf0l`t%NR*vvUfiBQL@ATwe9i`5MK#HYR9HB!8H(f>D1C8VfW3KdZ8@6n=8385
zt5eyIR?Bk81oE5<#fz7~Y)LygeX^@ipv*U}{w-R!9d;eO4W>$t^|BqH5V9^i7Gt)h
z_Uck^B*7%EmG3|pm;vb4<psbv*n~Umm-Es(U1!sdQBrkp+BRIohyGyZEC{K6jXlid
zbD(|AI*Ylv1jp+i#z56g^d(nESJt?9_50QrBI!jJ_BOR1vI+Y{k@+k*Y!7ccE>!f7
z7DQb+@0<Rg3K%$Lbv@0wqq0duN-QV{FF$e0oswGVbPEe;M3AFjuW;^a4+iE5%QCGB
z_R7r_@q@vuAnGlEh?W&(?0zz9XwVG)sFW$GM_GIB^p>i_pGhy$JUXSD+-$7Szs0|-
zIm~`Sqa;r4q0zWISXU0Gc%G2jpajFss;JQGs(b#(Nc^>W@U?24id(S=j%1pG{*U3=
z72&J*HRHC|+3r!1S)eUa_1$j2!$ji#M8uT1At!>d>DO*i;KcYgHWU_0MZpA(C~7w!
zTcE^@h0adswl}<(7Eg47?aI(d+w@pIp5~AA_o~~HKU4O6aQdw8mfv(Nq-BJT=t<dW
zgoiRObR{O?9iU=pGLO?@VGO?!Y@>xyvm&?A@|oMZvsf*-hcqcwrOn-IT%uxlgY&KU
z-xirhj4;8pVC$i_s4~G_V${~g+qd3)n||;v1)i2X`r9#SW*iLe(|ZM}JB3))HpfWY
z4!e_g>@P$*7r0_qnjVhQEKYcN=b!mAlNb!evRxb&g;|kn4L%1XtO%{AUCyV=SeJG&
zYaL9^|4dd6R|AlTuHZ@h)py|8+b_pxq&m4qg$wzw#>8%HQ0RP~WdTGZ%6xz$T%*F+
z^S_PS7;66-;Xhv6xYeNrc67B6YPrFAjXg6fj~-*@sr>2x>q1CK3g@jvQb%90xUMW9
zK)OOgGM;l?_zQ>g2bdV2K$#F&^1n@79PC5+!!FkC&dg1)>9Y2AhvXJMw@ONjU8;F{
z3DQTHcZ=YDXq*1++o5pFoGChqhSGR$v|FZWaXIn2W%ZOp!wuh_07nub9?8+-F|PHF
zs*<?j)dwpy4=fzFd>VhhEkZdvH}2QUqh7uiF0D;~BVdSCcu$dEP4&c-l%GK^FM2Ez
zHMGCjG5^7ua>cM=g@RI~$qm!JE6_A{y?ZCz>G{2;`&IGHl@q(E5eiFhhwxI!a(x8L
zJ&P(_2SdHOoalOz9{Dvx-zVH#+?^DqrSSM;wEYE5mml>IWIXh|DNEB6G>jCZMk$hH
zC>8sc?$vC2?78syq`FL55{#jJlEP=g9j0nVt1Vv}DKB~r>$e;zqlKe0h>3oB-su&_
zYn$gJuSv15iRX!5cbk~XLIu8A(=lLk6WO)!DlRnJ+o2N5B%Nn;NEB#tDn;e^65!%C
z_Cc*xq#A!;hDV#$XAsu-Y6=7j)HUBK_gP0ZdEkP<iM~AaB$ISyErioT?NXv}#)U@Y
z91Q4E2;1^}Pt^cw$%l#f5@%W-6B)g#1<vv(p6Nr`jtCOw?Cd~U7vg*DdGvNq1dQsL
z3vi#DXkLkvp<ufaeX^^)@L_7^4T_qu#?PI<iO2DMzaq?yGaxh#&YYBN%PgfXGO!YW
z4h)`jb`}a;L2(`*skO+*l3H*&Lv-`!hy>`XKU?e{nr#z%z462J(|_4`Qi8lA>D`Jy
zr6V28XM`TWuRsKYHky|-_*_uU1*WynM27H;16CjNG}Z=p9aH&b(s#W15nL#4vT@(Y
zcB0C@uG`E~SGEwkm$L8p>Q*MaW7!MshHkd-(Gx1E^X<{#@Jg*(m$XkYEOk3B6Ch6}
zrHoqFUoD`7$@?b0ni23kd57ZfT<EA8ZVn9^OXRd#j;=yYFAL_|uW%5r!!|6RPK>Vo
z{NYxyld|rZ3ws6sX@0QPx4_Pcuysu(3cT&+%*$6Z<=eY#S-{ROJmq4)#Fe;iYICrc
zyuJrx?Eb`y38=1>{x}TvMZPX%CoFU#Li<^)qt?gwUwICZFD;Ozm{mM5<ysxJX|e0T
zT8|RSU2SD9bZba+vMTf)OcROU(b<C`yzrLN+&@ox427q|a5{e=hkI2G4IhKBgo)3O
zw*9*1G3|%n$$ivuHWf&@<E8;m)rmp#C*vYh{Z`ebV`cg47E7EHGm0WBQC*K4bSMga
zi^@~>toJyR$w^Do&5teds0B9P?AoK|CwbkueR!Mtt(Sz}OdS-AyP;1N`I;zg4ulek
zHuE{bHB`4&M9fl((bl^@VZ%7s>%wj##><Nt)GSlG%K2+4f|`<QYUbNM+-FqSGTfsd
z(|kBr=;Gl5Q+swxTp5;2{5^Z~@x}5+SYjVrWYWfeo23v{yd^61tz7E1kS4PNj>pBh
z03G;r2&9>_1G+iiC1;gxuL;ycnD(OB5phh4+c^`Xh29oR<*!+HkH^-v&OWfeHW=$&
zU#P3zahZ6r<k`JYr{Io;Hsye+2OHgYjh$xdFk{N8L_bnxoLs4jU#g_slbynfcBrgW
zo|05R?lCXPJH)QHTl7J<L&L52o}}D}ZVghiKOYU#)4*(F;h)NZyWxr~(YE2YRI!=H
z=Mv--YuTAR%8*iCz||p=y{BU4>`l8gvI*t4toK!&fi7|ij1*B;FsGcRDpIgzo(}G%
z$Y`R=ETY|svyank58QLf6@6i(<g2^Fxu>=@8v{9Bn^wUS2eLy#j*J_}YJ~GKLp&Rr
zL_uzp_V?ZoL!B#pB6ypuIE4C;memzgy)FSML-64OA?VWBiW6!TQT&WxI68W?$JY~8
zr7h{lIkA2jSAgfY#`Kl`oLPAB<k<fFtLtR;v2VxDIJ;KcckB|o7;U+ubD{7Dy*EsU
zThd&XOzIxh7)84sBP70pnmUO8WT#utAg)7Xk|(=x!s>hx>JJj1Z0bR<+p+G}yms1j
z#7+k=XifAyQyvk(r49*s<+|6|uvrol&MMdwf4YZ_>(Jl*B6s<j`KRaH*dh*#ebq4a
zhha%epX0x7_-g9(qMS0Vx;Ia@1vsFgmpSVCt=q%BwhW&f>ooBP>(Pg8U2kbzcIoZ4
zj{YOm5M8JumKg85wvBMz7==r*$(Q2Sgk3K}X>nnR=Wx1uxNgvIA^O*o$QbGv4?7q8
z*Cj5cUBd*G5Xg&<<TYC+JzZ<GlF1#m&JV5T-#AF~<XB0Slva?tEwho68<g9Py&iL$
z5atu&F<x-=(_@q(V;`(IjkH*N+2E&9;Z5A@pE)=AB8$yo3$+#bO`hG?nEQF;?Uu&U
zt@w|PJUR5Vvm7ZjlE;1xaDJh_TbYakW^9<{F&R)gt1Sd4mw9-n-uiyHvW0(H1Ce>f
z{OX6#PjtEI3i#A}-Qo}~^{%X8FECU7k^{;utfx7z95Gr8N0eEjJ)MPat?!n$MMm`}
z=y2l4j`0Z6fmDs~($dvk3cnMfy1fyZ0#h@I;XAxyDQ{@=dJ?6b@3udwn;#t}dP^;R
zfZEZ(xh9awvu|;1)pB4GCb{mHZ*NGRlrL}e*w<HOF)R&EH6@%P808@NJEiefqhQjM
zPpYu6q~FcB^+8FuF!#enbg@S-HlNOEyW`2pjxLMb`<t1tv6Xq_#4bfm5s`gGv+bQ_
zOIZ#t#YuX}vhIWumc303@(RYHn;}f39-(s8UjGMU>4a&&Lj+E}SUYbnY4uo64S<BZ
z2bGX6&ca{h)rM#p=p$q#B+8KVB_Ue<<yAkFeg<qU^|trFXRQ20)#0VMk-xYtoNJVV
zPW3%IN@3_Qw@`cZz=xjGcBo(cg_}NqU9DJpFW;_Os_s3UI`&1gpUDchp&L$ItE~l;
zKG5{3RjT+=v3i#rffghjzP40WU$UMqP!thHTe(}|oYnBP*pWx?cc=BG$O0XH)!n*C
zUqgYTBGi_tQ><@3bLQ&fsUj)|LH8ABULm9UrC}Q*0r<}q1ae6xiEYZ3r@gN~xvR?B
z6|IJc!Fa@jr?&0_J)bG!ygNjkoyN{4FvgMgMt>%kbpDN7Us{*x+AG2D>rT6NrFRoX
z$0A5@5Q|zT8XI-C&V7B?m(Nq$W$*}1a?@}f(TFfzjx=`h8HZ}T=%LFGN-bE*n5G7w
zxdE#%Z{ZZn9Zfp6i{|Z>WshLz@zt_DegggRt?2uB7uwfeFGu8g$qX)U6D4w2C^77S
z-?Ph%W93N4+iq*_z-+uSu)y>S4icHuoh4)XK6OHd#)L5JacUTHK7PGl$a;`CzYuEU
z<>&CU)lr>@F)*|MKDgQcE6Y?;Zi*Za53|OGA#>V_IT`%F&2gf8M^dBQjht6ti?uQh
z2tcS1l*Z0-AC$rGJ~>j${`|z^IN5rLsA~>Bv-9L00dqWURBXLh&d+go(2sHt_EO4#
z-~qJa`PFM7ye+-gE<%tWyckENdgAO8|5a+6_AuJ~{QRCgDsbA!D}a1KF85jKYEvZ@
z-C#TsT*YZl>MB<-l&)Dgzg3!Qe30c0#s1Ecs)9ncdb`}hPXB24{=@;mQE%@oiJa+0
z34*H?*&*7WQE67~kuyn*{p3$oUT>P<NU)1SB(^9E<;B;xLdW}Y&$i?qzB6*ZlF$v0
zUb+Rw4H*pICRVP8O|8OdZKBb9E&QV3o^<TGy@PmlDX})-M{@x5+(!crF&10gY|BFn
z_g#%11~AlhUY~@dF>D9Tn~CEh1|k-mDxWo(CXEmHxyQ8{S^$`two0tbHt<Bi{$YUc
z)d%aRn)c&vnd^kcn2$m-=%MVqnLfQ8KZxJqHrrRPuoxH!l{*h#B@xU^Lh^=$?5*<1
zYLu#mwr^`lg=UElrLr_fYxQ^A%!m(>4XsPUlh^SN-{>8%R~`SMV5|Y%d6G%wKNkM&
zFO%gZWBe*_yA0_l`z)m<f&~-;Gg+0{R2+k<CeT#kx`<QLe0oo>#k1G`Ib3A(W8V3V
zeqPeBzf_P(MV;<x5lZHCC_T(h-IYhxUXVvK)r`s@$wc=wUp?tqKTd88R(<Cz2hw1i
zgy(h{LSQ$U8XA-)bt@()D4@uwMa7j+yiLyUOdsT-#a!`tKeB~<`hxwW!;9XPJ}i`q
z$M9vN)u*?^u1gCa7Wl6^D`|+~wey~Lt@a&z?K1Cb4|<`b!AON1>-P7tF&3dIAyr-7
zJpLQy@2$n~B%WT2x3h?G8l+qUH}z%Ri|&7F(2Cc|Rp@$LG+rC^#(0Re?!E3a89BW_
z8TPpZ=P0;;j}?5N67V__*=uJ>1>BNPPDff09g*w6^(x}O^=z$|rzNq>G&n!%4W3n!
zbh+M-JEiG+Q%;26sER!B7nKOx#UqBoIDCG+aU<vS5tyX`9~&%QfxF^e32y!)0o=4A
zHkAE%X_Y-8;(Q#&y;gX9@lNI)v)>kXhkPIJY<fNKI~u+O=C=)#o#gu!AfyiWS3r#!
zaHOoauknVN6WnhM-lj`bdTW|blsRB@3u5@vrMrx<#Pmzc92b%I0gP0&on4Z%_x$~k
z%_moh^ub9#nT;pWY+1Q<`TRGYtzq`XErDGvaxCsTgW5R8sDZx6SXW|+B$yh5oxx_f
zJ=alhT4WIPWS0MGMyr)3=4@$j-Kr4i<wL-6zz|$KQ7JT_lUdD27V*0q2037PnB&LH
z{queay$95VO9aH4_hQtgF8|7abp_6Wx*Sa7ih@3sywB<_=ZY8bW3`km-sgb4g#RkU
zEYd6CRO2H*B$e|6ZI@kfnH`FKRmqEN*ajn@KW&UkOsNhl1KChCQI**2k_bwYdp*mz
z)|GG-aL65KA$MvzX4g#cSoOQR!!Q}Fax?3uh{=3SSF(VfRY&IdioQuL*9d7&-D+up
z@NhTHq*uq|pI|hS6Lb~uFODAg_ikYn<shyYtKmtyJhWQb74J~gU`jm&WCr3~cA|+-
zj0dyWRke7A_fNqM_8}i+;1P-S0<-`I0iO@JGjHnOFiEj#Sm*q1^3_hb^H3zbc7%?K
z+PRwnci|0=Vs}CGUsdSBaGSvU|4$WS#sh3={?~V2T|qaYW*~_R=2;xWsu(PPhJiO9
zN&!gtpT?Z#Ha=ZG`-w*bE*jE!G%~u~O6iaZ=9FsTe`0w5Z1lnLo5oWV$9duo`{C9`
z1Cv?wRB!<pz%{=Afd*nm4z~mlM(L;;B=NP-Xc0q@79Kf&s_yderCE7ucCERslsM_0
zDHAV2;h}Bf3ZJ39cpIMal1(@x*2i{NJaMUv7u9XHtWVI>Ys4(*EsJx7mh$_&$5fq@
z6z_%(Y~7emU;YATeK#Q3`h3Ns_?>x%RR}H{qzS2N6RVLw8U&f@$A&_3;GgQB6d+#l
zl&|+uLw_JIbR61rbQ6q`n}p-xhnZZKKE5n}knwrkp@vexC^vZzXW5AyYv6@?NZbnh
zxV@&mTZ<z5D!6?D%;=MsUU-VfO~Xe;&5AGZSd#&Sl5Ny-L#Hf52B2J;<T#f`e*UCJ
zqqOp(Zd;GPO@1Z8s5udNL$|2Ua?dqPhm}gJHkyPLTo4b+@q#X6{ACE_Z6x#wuM^U6
z`}?;Vb-3u4rn6I763*A3k;E@AaW+C$wx(rRKrcJkD0z#Vi4`7UTVcBQiS4b527#$Y
zMEnPq3$^oP%Lb2iNSNduE^HtZ2XVYv`aV4!fGyWPXUmbA<)+zaz(bfz!?ZZohZutg
z$`wUfUs7^<1AAy~ZKUpd2(A)-yGneG+kPNS<#u@UAKKx*qKl00!Y$L615TX}A1xd$
ziNv<vnviiNyz(O##??t;xmL`7m2B{S;ZK%;f%|n&pm-UwdYu_QrEOmHjv(Ewx4YVI
zGs-?xgXIfW^*{Zk$vJ2>K@U#O1MQ1m#8-({r}&P}2puI=a4jr%wVSl3XBim3s7Qkx
zZAD))xl|cm#<w+}I1SRxPvt;#$%a~pJs(ns)J9!8b8dJkVMO-)#f3cAeI?dERM$w5
zby9irl)G9Q@E;52sf+>aw6K`3cqw<1Reyj8u1t*O9etp@(Wyla`T8yV=8G>t=5X52
zFI|V^VP2t-R-eSIzgrC?_@hSQ2lMZ<h6Sdg55tTgE<nFgVj#0G?v-+M+0D7N7aWx@
zBKxNUPdw)%%|WUM;GSQY4RqNaxfKD+0&%9Tx^m}-@lh5e9B%2bcbP-aw#R1X6`FW2
zS0u`Yix*4|m4x2mozgnv@NdNSViC;>GY&ssr@S}pFjE9knHwQaH30MU+|V#Rf?Pm;
z`n7G{$)Dhfyr_4OqursaB*4xfi4RLX_Lya!_Kw-;h5dgO6c9Y1phA-V{HvZKA`X4J
zAGa)Vs%i0P&?-F0T$mK|ZY*CsSZ&)pYJBpqD;IXdIBCYxbIVKk5Pspu#RDG&v}X)9
z^H1vL4%k^+mT=4UBi&0uimGOMzq}{K=l#;sGmjHwDtw{d){iwIfu>{^@V%&YP7b|F
zcJI;n8hz{BJUX!(Y-7hHHT8}afx^7c_IodL>EM9gw?8-TAGZ$kAplKvU{GYPLTEMs
zXMy-h+sZZAVv_G!&sF3hBnqVqMC#dJS%Hq{k4O~Q#<d7Nm#qL2)0drrPV;UtNrotS
zAc4|KN?Al@e{N=G$DF*?G5Ppl^V7G$jAZ}q)xeEW{XcXqhHSpQ*jG}FaFtFzV6Y|#
zq~_4I2vJ%WQ<oY2fJRC1=nW8wkVw*r?2K}4SG<#?i$@3MMh_T$dlxPL2gv*qi$ro*
zZ!X6vK>2}(2Px986AQvC(F6iP@DRHI>x+=28qG?s>tMBB)yf2?HCCeuH#zYrBZ0Rj
zf;gqhI>~IXMz898AOsSqGOk=xcmz{xX8>%CSxIQGO#Z`DNms(d$pVdDj+e#>NaFA8
zx+T&rm2uTm1-%7I=rYYEvufhQK<L4&CuR0k3HFCCDsxiCaGzFP{h$LKD07>DlqMHX
zz^iUtfmQprJ3yP2C657<=X}&ES(JJ%{BAw996cB)7L&n$rh+%93#=0!2_}@yV0$TJ
z&&jAA3IZ>?3gnPo%Z~$1dw)iU>32&$@A;WwgqIarUmHHYcIWg3&NoCC9#|~Us01SD
zTJ1q{R#ioX8RRqyqAtVqs%+ljJ!k_j{iXTqdOP#AM>U&D+rF}ZboT5^I8lrStkF2u
zR<Ts7MB~d@QJ7())w#u{vT;7bv5Xj&m>7_Xj5|A6iUwXzf3f!1V?bd7d62V3iLEdV
znBoNFo-=wn@IYny#ZeZ4oI-2XOd>-ezCzFJC6Qmc*cqW?7Ux}i33IbcaWel|c6KTf
zgF|#8he;SB>Hm}g!pOPrc2)nQ0d<#*Som-RM-TVAym_DZ4Zs~Pd$k&8ULj;a8e^+p
zDEd?dbKDNF6?_fzCMfiv53JXdq!73C+qdMld7ABB9%z>PCdaT7#6#MsGS2!oE|B7b
zC6~~}_%FD(-hjmrzl)J;(9HU+Ku!ME(+*^Y{mEh4;yKOcDkR!mt@4=|-WT+dekMKb
zoX6Jr!(fXXW+jTqKK|{nRpm?B5&SC$!-imM-c3Og|H)5G<j#+%cy-6$Y96h%QRb~0
zknQ!A&mPM;()L~m?SB*w0#}q%nO%~&^J~Kf`)k2-bC($yBYgBulyx%rZ+Tl_*kA^|
zgSsk~T<3Rluhoi_Vg&1cbpK?*w#c3d`!NF2KpB>2{0{cA`0_y8U*ZL?DVMMvSBc$l
z&N{TL-b!FDBzAkPLe6}yjlCfAizPQm`S={G=S5v2og1!rJn+=A(0*ln&G_i?m9(J)
z*-4mIa7Ho#`|I1uO;6Sujq}9c&G6Qx*J-{ne#x<ldx6(LjA3r6%u~ra-1GJk!@s^i
zcY8mRdT<4>1Y`kFurgez?utkJgi*Z9O_Hd>Cz;`@SbUd|M<Mq{e_?znxHaUT_U%(+
zqqev>x8sI->J{G|g(2Gfjb1Pe|H%ycb3=RnU<u#hNAiV0A`uO8Ea3{@Darhj9PsBD
zz5m_*T)~vh@q%Z9pbx4;K?;Mp?sZ6Fh<^x3n*Z}PNJ)MPYy3@8ZW#>Q7F!sT^?F_5
zeFs7X|6kXu&~3s##{2M>%`p4yBS2)%)?&l>TXi7w`R|+bT@QZ=baD2x0)rzwI6cAu
zHW?;uP92o-Z+R-D)&@{E%(~)UV_q~h#hi-`=@j}O*KM}m7tLt4J`NIWvv(!h*@tg~
zoDks=U$^hc{JPm(+dyogBHE+t!I<X)WSHIi(S1ZbB_I%*FTvPNQ@xKCUz;!Chew|_
z>AFpse?$_$;c}Wwj@XB7t-f18nCsU-GE6}ZUqcGh>1W|vWyad&m4=cV>LA-Rs4O&H
z?79rRj5^?D0J1k`I=)YjEXuTissIqPPNnbOyfV;cx*lz+n93_zU;kQA9%~_S0NvMU
z#z9hSLl6?uiQ$RkY>LRZ;(gH=%3*sCumX(VdENpBD_6p^HqsdiOsPb<Yh1e>eRpu`
zR{QRP6e)h{YvkoRn3o#FpUm_qE2JBtmIiqV)6)2T@mp{LPeLN0td@JtD>sgC9P#a1
zK5U4xe@5~(<nnT&c7!YGZQ*vBSfktLaX$Es_hPV@!z0J0CVdbEK-yIxkb58+{n*iQ
zKfkybu!CQc|CL&xC|bx~e%asNM!-NMKsk%AcL~C%On6t!76~<<^=Aa$`sh8vKS~e&
z_T;cD<Tls#m}MjehB<82g!tc>6pQ-EWqU_etrbv7{<be(AbpF;lp~3i%~l3qdu~Tl
zcDhX*#1k2v$k#V`fv^f94hR;v)n~p_pR?y7qwP1gvzyXn!TDR~?GGljVl8b(0q(f+
zLO~%cR!vcdY6p<fX%!3NhYO(^|GeXeGA!m2VLMg8TmsF%8^FK+d|ZPwA|OT#(|23B
zJy_~kSLyx=5%ma#h<P{+I0O*t05FHTYB1v*;sDhmDkE+Oq%ts%7wsdvm2pCmPU{+#
z3YW84@h;MU6&oa>ejS2v_7X%K<SlRi7#yU%2j~c<kdi`rw!{tA5$X$X3<7CcnJ9e*
z_&dNTPzRGWW)db5c896~!vNBa?7;d`9h@_gA%ZG^q#`Z{1zYoPOT)tdX?VI7%?1P>
z=%<CrAtkn0DGE<1SG;Upy$SQ795=qrMmlw=tpsgmrILmXX@D;QaRnj`w%R8ZRaJU}
zo{KxV!5f<^&U{5;W(-f&ABUS@&{xmxE_`+PA8d-?;z-Jt3i%I&O{3V5g&PPu33<TF
zZZlyAYp(P@;eHnY4KO?SqP+rCrR+M-3QRw#On@{cpG%YZ4ekInu@}v+UcI`ABr#7v
z`QDPFid?;m`L+MGPxQ1VBR_Z$UoL5Y|47d(qE7@l|Nq{Mw^niR(sO;!{C^%Vl95)p
z$=OboYJ$x^R$2Gl^&ds!|Hfy3TGP<)9Y(9f2mrJ~-sgGvkC6`G6AG&6s4#;7?0;Up
zyJ^G_d6VV8H$On$<?zoS4p0YlS6$r+^>a@W)92*80>)VJw@&&ka*uzb_Ps;fCRt7^
zCK7x3dZQ3~^H(69`hWx2S<JO}-6BlPDk1TntQOIKyT~XK;}(0ErjWV)R0Kxl8Hg;0
zPVa`+MfJUSrEde(fZpcul`N&CgNW`YGtipo>W*gt)&<ZMcL8yDaC{sCB3!gD;Bp-N
zq|q5|fJj^pqb7ui=3u59l-~e#*iU%B9YZttZ$d%=S>lnAZ=IoQgy?tHOJ-H_F}@9_
zKjou$P$1p(WEEaa6E?VKTeTK9?1ml%tSQLpH(*enWo9&LW6aFI@^1VouU3?wzdjq2
zK@W4ZPC~OYPJi!9HrZ<$8+B_wKzh3+@(=pjCo;6#?GvNtEw~W!v?B5MauLriK^np4
zzdblGz*6R&?i`?1L<Rd-?f<D$X}I}5T39!mU((o2*X&m%ed~r33f&X6!{J^~ORHfV
zKc17eP6M4I%oV|SAG0Dogm)i;q^ha_6_}RU6c6+32yjyAdGqgIZ$4J`JYHYK@Gdl@
zt~2M#?Jm5whUvrDpl_)JD*8c83+(kZ9km%|EFAUxs7oF>AE}H$1<QW|3Xt7hW56v?
z7-qlRyE<k(X<Yd@7B;3MdjmosSd@MDq3y`yEI=6o%fks2+2HUn29Nl=JkPAHKiN%B
zegdP(VxsNZD`H2@ukFrjibZIMNY<_0uRd%t#(~U|akh&~1KC`Anjs0^qn1W~9(bR>
z#8=C}fEF0ita`vRA~YIgT{5k#jE>LtZRA&k4fpj^nY36*G{96uEbLLu#eJ5pMFV`7
zAYWsX<N-JEITcSy^KX(A?{5_4Q*LN=sY`+`NNe1M(_=;8c3yPyS{eXrWTu4FKu9l*
zAr)fK)(Fy?cS!nlaCzY;X2TOhO`k(oKFXHgH{$B+^Ep7g1@=8vrM57`vymTkS=HSC
zNhBnswrT$Xqhs@46_U8Qy$76lQu}T(o;oW#TY-@=472ryF;j$r*D;MMlDvA84dy%k
zkw3_h&j1O|e6$M%OVZWfuSS09kG|9Ov!Z{NbEe&d*&;@f;Kqx$F}EQE_Koup0>*WF
zgMvpF?*cz1ewvrWY;+oVu6o*%RUc9VDWyqlF~6za_<H323?0ZKQ#e*Rf*j_$<V11b
zb>2^D47Ag>h#PxtS9iFy_l|82YHWt8SC69)K3IDyUc8v9lh{<US~B{<V@lsj-Jo0R
z_Q%8>KEs2oE00Zt)gpXFD$rp22Ki(~)ij7eAQoT`hG0}4Il<Y6S0+BL1tnF{zQSm9
zTInU8Y>O~<lyTffYgjzDJ<P)B?<%}#CFY#`yjp^_h$*pwDgJC9IgL0jFjtQ;(abWj
z6sh<|vfhk&+L#DvUvVFwXIF3KITwov+kGj$fou9dQ}ENF!FT(J$QGO>c$u&kz&9Xj
z4AE}N(Xp{%)PNJ*W<2~=oStsh0oT?z5Xe7?Mj2g1k09M)62T`3$P+6Y$gM2L4j*)D
z9)xxX)G1m)Ad0{f7yrRi*%?A^TaJ9*P-2V3lCpU%2hKveZ7)En8iR`+cr-XYov`Jk
zx%yqViiW#~%Ruih5-N&vGHZZybdV`x*qJ;tc5#3>t-lF%nlTQ8Tl&^i-U)mH@wZbU
zynFlR-gOf9+5M>KQLX6-gG~)_yl6R}Vn>|vd!@`y>V&3Mx9sb=Z1yO#DpwJp=<i~E
z#6#1Z%$OqB0m`8AZt)$yR+pI0Wb2dG+S1pGmL3BXnd|RNNPunx0!w`%up5USH6rR+
z!nMTcKuAoaHnS0c96OhZ3-Q?$MSf-pKej&0_$yTY0>q}bqNm)*=_!3GyZ3xa4sOCg
zQJxzuz=;Qe!J_`FpRKQscuKIUs}ss4N!fnSY5h=s@dAH$@cY~}$&v0jn!N(kWRuBJ
zzTAp*>d!#9F1P?~wNp3{s&S0eoNI3XRC>lRnT%|fOw%GpRQ^7OZG~x@?-L2TfA^-9
z93W}|07P(`0Td|P5GycPSF;ulg92c7q>>+50{W$zjLav%oh4Q@vaY^b^zUE%Bre|L
z|M^7(i31}8!~6YxRtDDUX8ZQqQe8>JeQQf6CofGRAHVS(PA@>jEdl;2aP}`xV|+)W
zRCEZas>U!^>jXAVaw8~&v;mG({SUtt@`(e$CixAPVE}gc#ODG_+M0JyG;pK%$R9?R
zqo7A0PSldif7QF7#G&9E5Ws_6V@XsB^S{_B!1d}31)=Bv@eV#)12oWl1rr2-u<;rY
zkV|_&KzKjO0vL*pktr;@_uZc5U;O}?{%I{<?7eOM?tJ$Lfcf+vw*8QOuAHgpfMAbJ
zO8y&$TxtLOqRD(rYxNu<dZ-TY_(m<@VFDbiY?AIT8atkoZ4cA|C{4O*R#;vxekZg#
zA}aI%)Ggg~xmlCDJW)LUcS`fVN3#f!YgzR0jbH2_nFiQ^c8OaNH%(P^bFUp)^4722
zJE3)VqWj;AKReKFtMNUl0tqYVMKQUL2qx|Dk)HPQ15#bH$u|?w>QxcDtZEXU&(cqO
z%j`J$M;u6JgTVY$R*tg)4f5svcnSJRCVIL6oNk0^Ave%J%ZEU2CG{b-D)8%|6a3kg
zS>HcT*)eOi`Idzb{45!(Bc?n}uco3khz%QdYXHUF{Ov_RU#Wt9aaps}I&plw_60N^
z|C;wle;CGVad#gaX;wMBs5AlxGTkuk?d*sW*iY&gF|z&n+l-lK>NEns@cAWN2vrhh
zy2UdvN<MNz@bLSKVLD3Z*{Zm?%huLqJZcfcI25@Tg;fwy!Ubo^`yHv7FWN#L9D(G;
z3+Py~9d{s01pdT)l8!b2k6Bi)KtwTqrYLh_(iVF@1Jm9Fhxy*u5NqaNff;j`SJu|t
zs+0=xHBY$yu09B=CsWuht=6ArXj16^DUFC8VtZp&X%?pgojN6<>|?Qy4X3=}41s(F
zGJuz@*UAN5Ujeml>hFmFjW?}i4~_#a=*Bc-IXAfb-f{M^Fm#9GH<|bIU`@m*0?HxW
zmv>FFLE+dn$Fx2Ie<^5y`N{ZZ)jB4(#R2Lz9*&;7G@I!bpdN;&OuM<Vs!olt^`EzX
zA<1-_wd)8Zak<q3)XnR9FAn|=1iNlWu*;+P#T3=!a(xg>-z97h&^I*=|8XnCYmkTX
z>8#Y2N9e0pwGAN9K5zbx*@+@yTK(g5wrJr9^45F|a(=Dzwg5JJ3L(gX8G|q-rm$40
z6S&YN2hfe@kwe^6df3=UgY{)o3C%@}=p&|!H$lWzK;7T{v+U|@4-JCWWS6ISB&sZh
zn)aWY{2G%y%K|i@<PrE@;U+{7(Goypgg6!(4l#3aC6G`iS$(L`aP>pJ3)I<bnZg%7
zNq{t}Yid58B2g@}4q9RVyCla&9Z|&{sm0@!KAgYFe8GtY32e>UOwWVVC&op}UTkQB
zqB|$OLT&+K%IOaS<r1LE)&5iXaC82;rq9ap(1DED%?lmWCHU&0+d)%l7cf2x@Z&R4
zS3)XFMZuLzo>pH$ko<Q%|Eqt>Kw)Jxv%xskQ2$SW!fJtA9sp?TtK^CYKM^hrpV`U&
z2TBIcTEKk-U7)_{^Kd*e0*o5Ue|!1V`mbH~|0vUo36N&*Z;%B~BDs21_2mB5A&@^c
zZ?Foo%E}~M@s^2M0vCwHV4%Qg7T^@mSYxf?G4=ZF{;9|f3k}}CorHkGu5Wi+eqV+h
zg4E+fqVUE1D9D2T3l(|S3q}A4gRrmz*@1v#&{s&nc{!1$A%z5cNP5&hD+cDcXt(el
zXw!h@ih0qB0^C#b%<QmT1S3iB<lF+Uy%#OmYs)}int+OuI8aqVomU&+_g7g#s6v8n
z6(^P^@u(2agM#A3AKaO5@2zvw!AbUB<N|&22w<Wn|2ow%F6;LH1&Lx$?V!RKJ`pJI
z`BnKR;O#w#KP5l`O#V~MOaI3qAtUB4s=4sVzQ5G{IoIw)I0kl%go=E~Ux5NE$TvC^
zuTK7tBA@*N%G}CL7Ow(q$A3Uo#$nf5^V)e?p8%$K)g1|RWLp#$=671k$$;QArK;W*
z@eiUv@EFu<t*k8r50@LTPiyD{2K-<wHvkId02FN7Uj++1`~`h;iO|X_SCGp2JE#7^
zjg0c20R3Y2exlNiGK}>&cWz@`zz!<6Rtx?w^u_@UcykxM+;dxV1p}^LC_i9MoH3<$
z0QLDVV&whY%RO9vvg!zY><6gqxXIM7?FEz==-=$^V*E4a`v~CdDrbCtLd#NY|F1wp
z$cXtXYl=Xs0+a@V!U^W{(L|K#6=jI@Eo)=AB(=b~BS0WPjpTs3u5RbQs0xAdyQ_O~
ziwM9Za*Vj4vPPK8%NLb`nF4?;$6(C4cbEx*3Sh(j-+1zk7#85<A}ucLEm&4nj2Nhq
zf^Bi$Jy2c#zukM9C#zX9`4JQFT)PB>zTnd*iK{n@z|1RWoX3pF|6;~jQIIOLo9wik
z1%8hg&~rZuhDk3XC(%$qApbwcSwl%l6|*4-E`tZvF=6|U&)#=3@_`NJ7r-!M{%si%
zK;hZgS;fA=q7M^$dXI2HPR{m!Ad=vMLPXX-V8kp~r~LC(P0Sz`SJUx~edW$sMf>+<
zSBAg5(I~fZy#OxGpZ#}D-_tX&#w6ai_=hR(|M39`HHyvwQZo>+#DukPt4l%NGcdBo
z^z}Jl=I^528Xi$UFC8N;0UIG2dF?a-jxPGuS|<$oB8N$>ka{+TiUw$0n4$lfT;yn}
zD&~L`BymaYTKS`ea!dh6tNXO4Wnkkr(r;mOi2{&6AXIGtBM87mIUtM{*Je&+v$y{j
z*%DPA9_h$F*H0dKjTzG14r>_DiohAnsxrpR{J?-A??d5oS(zY8``cxzJk%~jQb$!W
z0PddOTWklW!vKH?qMbmWJiB?5g#&<H;E)CmuqPU0|Hiuh5GHWMgBe&gJP&#bHcX|J
z{}Pz(Pa1_h(tx0Zc^(rUV=93D36H68BX)xHJUwG8tG97VAP|s;z5A@U*PbIL#e~4A
zjQFhauR?GD#h<F=mu|-=CFSy879<Q`lmkVDVCVVA%$GQYR905XXl(8*o&ms*wQ*UA
z1Kkr05I^UQAin-C)&{hq@S$-w9+`Jp<KD<92Fp8dZ}wL#BRM>l&9_G;j1bF07Kox9
zm^vsgQqfnXT3<K7EQLP=Bre1mndHn4t9=$g1+m!*U1a$@P(6<>@zu-#v<wJHBCCB&
zfk(>P=jVQ)y#BoTi;`9=IAWlD;nP|}0B@C_olfLO1%xb*)?6Tc;IT`RD)OCpB)Tlr
z7+CXYk?lY$^=fC6&prh!IEth5%yP4D{xQ?4*Os3bbR#`w<3$j;S?FzX?n~G;^cf=9
z61N}Ce`BOZ?c}OFA?W3z<vDP_d+$3b4Qq%g!ISPleRO-9)#JHl@!ME3;xAv22fVOI
zPA~S#@j@O*se)~{zs~21MEf@VZdXrpN#Dsw^7rH~9qsRki-XFnLG5Zg4kv2NSe6~Z
zWg$+>pS&c++tR^NX=;kXf=<*|+o!#h+COkXRRJo7O3p}5_3Y{jhX47aoQfK3HFY*&
zb|sUZ+Z}>Ec=V`sD@=<l4Tvge3*Yo+wi~q@JyZl2KR1~UWW@e(A|?Q5riJdU)?`JA
z5rG?=v!fuQeUXVG>>@3Xnokz}!UF@z8MeRYJbNLv_ERO~5&jHY^PfOJ8S-F8a0SVH
zHk%N&q!ekPoQnbX(nqXB__uFSp!<Wa-`~zhi_oY437Eok5(2q1NGVZAE^wpF98t}S
zqW9@vD}tg!!MC}=VGiFD4Z=*Cw-fxLEBa66!<b)ne^+kYE9S{k6eIUTkCsL!HLZ09
z?YkOO8`ICtg`d*8hBd$1AA`f;!uub7V0OEIz^;_afO4BTWi6lU4UQb}Zm*59ryF&a
z23q5^r1$UN$bSThacPiOD|21lC*)hsdP^GO`@N^?cfH*k#7A=%mmTl`XrU|78Pq-w
z>fd`$+raIU@OoEh!-((-i%vN`w_~~-IhH?}t=;<H(0cjPJ*LFA%xK22t_m8t4%4CE
z_W7oe7}I|;C7r3@z&Lo&O+7XE$M8f}9YRdr=exu|fA&v@8gi3B0o)`?#PC<QQN`cC
z@0JxMO2lFSzGx4uqv%0|Tj8&i6eenFlh>%Y`eVX`jfw8+?IkAiiQXOj0`M0%6iMZ_
zZ{=&UG4++DF{JD2YZo8PV2%c)Tbyp_tor4TERD<dy@tPcEd61WwB6KY3Uf)UFdz8-
zT^V`p)j%B0e3?@w00QfCnIzaFC%<cuK82+>XD!+fr*94)3FN~Z!j2zWX0y4WV;U$m
zP=k|5*NMVama5mK434FkI#gnLosChMw89auA;oH&mKaS(FOmCS-^-yn*Q=S0l+to&
zX=f5aHqD<^uG(7_39Yi|hw-!RzBBZ`?ZR>yykIx_wFJqleyV#4F^-QiTN9PL!Ce+*
zKbw6X0_Epi^hkoeosFB5Q)_MaU~oNq;`OK4MZJ30Y1w{_*G9562`xs$;{~qMHk(dW
z_6fcY2^6E_HHLkX&Rm(AQ8r6Vej?B#ogV_it47EPwEok2N0kPnaws}ux@W0!_sGrA
zrOAG8o7=f*6jj8HdVq+=xFpNjCX^CKcgFTmLIrzM@6Yn9n@)}f*Y~zZ1WFQIp2ipJ
zc1Rv;Le~ome-LSv`jw0cuiEIy!AeK9G@Jb@mP%clB`2&FDwH?Ls`{qvs&&yp2^2Lb
zzTU9>?7NAhU1g!6Wk0QermoL3MbIVqea){vk;#TjR3-8=PUQ~2Ig~vf=J%@@E2vUA
zZ7&_H9)u4kS{LMucujU58>N@Vnv!;nE^ieR-haBI1IEYH)Uqz<@Y`}&F6~5LePX0=
z)L>n=$W5UJb(Wzid>nat0&SYMt(xex?LiW0gW*xlbRQFkBlo(v#&L!VeH#^bq5F(_
zxyMMGJx?C5D7Rzh)v6)cD2oZJ-HPuvejZF?AIP8QCFKtPzrwx)s;R8|_o|=zpFu?g
z3n1c%3R0y@s1|zf(v{wkDxHjuNXJGO0@4gsgwP?*KnO|+y%!}S9SpsNymJ$9zPH|c
z>)o|*E#cf#_C05p-`@M|jU2<AoF-74dT_v{;&YGo^b`3=1<Ns@{dj5PBP@;i)X?5U
zlWI+eYo2v~6K!3GlF4TbcuY8^W^r=f!r}#(;7bc-!%?>5362ugewkyfJ8$$C0{Q(j
zhP;R8*G6ZjGW$_v*QuFaiW`_F6p_rPwj|H4mp?Tvk97bgvh?TddRqnDdb`o}BN`zF
z)xFQh>;p!pD|q<cpjU<G@G=YU(CF~Q!CNVaV`d+HN$&<edItb;_5D7W9fEJ|q;c`F
z<`o(H(YgNq_O0c;QhUWO8`p7b2I$SgIG<z(Mlfjlc-(r3SLRY?pMZWRbKQLD>?DD2
zF31xt+khrm5LSEcIlnEb)i95aIfWk?38eOJ8)<1AheMMcXL1V)r`HnRFEh(0zuZ8{
zOIDM|Rwt@m)>pKhe3CVGZPl=3EX<J88G7TB91MkpQ?yKG3g)v3Yq}P$JRe8I6A-Gi
zEB(TvWcC)$mzuh&oR+SAFntM+iZ$=ggw_nnWXDPd>GsX4`$!JXrh;nPd!yTjJ6&t)
z0)vb`Ctow71bVA*%CNW9HYsc@<Qh?Riy?i78{6heot#~6<eNB@I!TjM71oZ8H(#Cf
z;Z`&#dyN_DQf@0t!EHFsbh)>1P7eHRegV{y>AWHWldg;LKPnbsc`iJtjEo`owKroY
z#60&DO5;$OffN<IShs;_Tdl<c(|J)zvO}pX-p8}YznFuYvVJ=g6vpX66XXknOvq7v
zl6IMReG}G-ID%r~iqAyyY|q-*w1kcq0@e%O%-tJT&bBCP)xnx`khP<&oytPqkJeWk
z8_&c#mDTxddkptR5|s1F-xjQ$egw_-Oo=?3L5Ejv)UTnfI<9r=G74g8{KEM?C?%zW
zsw6cHPduTMN#WL9v~dCF)#ln`0}ro%^7QR+U*hm$WyNzJ1^u=Iz3${M;lVGOz#qK-
zU;tC;5Li_dRS41Z9!nA7u3H-2GxDmDCE;c31?nkJE$~Zq3ynpoPrZOhh>Q%O(2+iC
z){22*Q670yEu1G=ghipc2?{j_S8hyAJsO{*?g`IOH9iU!kU(NJmlO%0M5YmfYY*yd
z%$KcSnDcDCdPZ=SRr7{-hMY{+BK=$=NN@`^PHr=BaLB5?j}T=L7A^(d$d{H5>nZ}*
zKND_Mj<e5Qy)fbFwo&u#5S6X1<}Y@_JQAP>=-A(vH*i^tEerQ{jP|xfQwsa`jDl06
z6Vq5?qgl`5z7IAw-UopH_rwFuvpEYKn}N#CWo17xS?mkoB#^MpNo@R*D_3ApV&;<9
zxJ<UQEwXo<ZFJnZ>lkg$8n@0jiZz!k0yZlcPML#jj@j;UT*Jk=_Kz!Yo;;bYAt%nq
z%cMh_>Q%iNRXL2nvFLfj!bdq?<BlQEc^!TXapf7DFvw@?r>dn-vy9n2wq(|}e>jpo
za`(ilA1djq6-CFg7X2qZfEV?Kv0hKk%9Ilx@5Gg$W;p|wVKEdu(HyQEdj0L?uK5IJ
z3uJSoMo7FFH9qOPHs^M&@r-0Qm=M$Nfa?kiA3D^b{)2-R>h4a^GsB-<PVZyEPY$=_
z`gsGR9Z;SKRxsn1X;SWHp~UtlKPd94%ytNQQ5RfnZCscqAe|G)*T1~b;pSNAZW`Ry
zV@w&Kg<fHLXCryWi?GoeNr@L#!JEk`aDc`rh!Z$uuzN?xxQ?EjGnO!IP;Xr$29NZ>
zu<%^jv|FZGsYyjH5cttiz_daxYBO~!B1+ct)=V;lXjJiv*%L#2RukM3LpW|-1=l=l
zpXlh{wWXS2tD*I`bcPU4<%zXJj@K_k)%GIZ$lC@EdCiV<g+6z(F=mBCm2;w=E<HdV
zO2!TG$hK3bD>pXd#xWPKuGzHiLMJHkuqjcB<x)93U!ZfB7+XMJDnyrUGLqI=To`qx
zdoZ1|-b5;ZaXFS{h7OSP9F6p5LNczEXOJLNXdfa=!dQQPmzb&#ta=gnJ_+iRBq}6y
zk&aH1s;|B{a5xG%1qO<Uxxh*lG=29#DQYetkve-AAf(JB|CN_Oxq+3Q#H1?A+^O7L
z0koeQCTI?$J7PYwwd~_)gLL(zeYUA-HxBxyCIw4dTQQ(9q|@JsP)=V}RjLy>hDmcP
zOI6r2*DI8sKKd_7mn}U!c)kBq4K7?=fR#flYI+Em@2t+JJKPNocT4=bO=mB7eO_On
zqy9a@(w~<nZVBU|m#o5A-A4QDshQYlsU%|r10CHnaITRu*5G?<ZR4)cSv<MSV@lnH
z9kpF|;=6)H$u3^qeMYMD-+Q~VBlnNRiLfq#%acx3@ovv=Pf#h0{Gm6en~zZsVO>Z}
zh7T(r>WyJT!?|)OJz$qd_)~<1lA88!lK-wd)9miuyCp%vu%-mBoB5`Zk>a_JP5(|%
zWB8+u2~hMt!_0>PY8I5IS;%r`wtk1IAFkLQ)da%DeinLK(53gXx6h;y<5uUxjWG;<
z8xi!e@mEJDn?HX0ma*T1v_b8b0Qroz)3|Xg>!^VfN}>LPoIoXYZ>M{%RvaQ*&UBHe
zjej|XK_ozg<(c;)IBSFVt(@2X`(s$b9|KC)1mEpyzW9z&8}4iKtliE0DtHH_#}}+S
z*@&JWEVJ)a0$fWD#iGuJr0Af9>T4sgUIE#^Qyhn#Fmo-($?y9x+V!JT?BFfrZM}T@
zs-*fUg^D=0eu3kVoMVKg(7UdL*N*Z+*#!Na39WjI8KUuUI(tuzSl}KkgTBh@&F<v&
zV*6&xRTgFwj<A%t6P@?@q|m1}SrPmitgb?Jy7K_zKJIll;{}jiejrKji1F4H?cx_X
zy)G|~%TVApC#spSQD}=(_PB%Z4S3i?+zeL>iYKqa$7v?G(D`YBll4hUR0!Pun0{tZ
z^IA+{nYB)x*jme>XqHRslDptC{&$Hd@+)MV3SBU1PS&iePyL-v@9e@l>dofl8G(F^
z#g-Krfa|Mt*$F{;aRU6&u1}?YZXE{=9=yPGQ+nG=wkMIcE~C}bfW#hZ2gmY7<M;10
z8SpMqM!)`?^EC|jqCT;kKqEzZxx#iwb!SenM7j~pK6+u5i9Vt=y1II;Ch#*?u)}*y
zVY5iw_c#LZV?a<(pCjdCutR!(Q`7D#St=*F%N@jQpPOecFXQ)Ph3YTFV1^WPERqXu
zFzIlnr-X*W29fk$91Rw@Tq@Sy+B6LcVuNEhKfnIpdlj-CdW8e0CSCP9Cw~9%z@vib
z5~Ja%^WYDW04J3b|7A#(mb(sKA~I&ef|p1H*ikybz4qU5AVxCbzITG-aDhc7^)OOO
zcOQk6vvnD)<^x>8dgX_UpiI$MDo2J%4Mc;j%Xs~1)p&jtwx|3_T41n$t+s9jg%b{w
zolWYVB}#z2W@RmGFmWR;mRU{9QaTKitNKh6R$rmH;f0d5SEYk~NOwo>HAb^eSvJ#)
zCj79iNCDPS(a@wt5-9s9RfOHEy?=k;<rR9q&A;iF!o$MsWQbq0B<x3;n;(H%7~f7V
zEmdbF#K`WY10sQ~-ngpRNdTr}<J8`Urlr5*74zU(20@Xm#CIwFov8a<OqP!RwR2M$
z8|Ce;u`@QWsdj1&6D|s9unxIwaaZX0k|_j%oZ`SqT}I9f6Vn8E$*ZsSxVA@`?JlyS
zu;2PNyT&O_f!_t%!+@sH^V0t5;kw=Aq$E*b!JF9}Qh;B8E<ZNkNzTRL&evUTm!@o2
zu1wMA#@uBUa~nGs*~Fyry>os(P)+UrM|xP&(dhcUt5b2|e7=mI?d~8dM6`ah0?5O=
ztk*fug62TGR#P`(q5H4qeGz9PiOHHMw#OqSh`sNcSmzsQG9r>SU~^Yn6Pt`+W)`<E
zWG?r^C`H|p#I>}&vLnQimEuT@lXz~-J;rhu6Rle>bxq2hBb5Pv`el_P|NOa}z{VW1
zJeJVNI=)-AIitz0#P<AH8$qBE6tf3A^KURGUh|J!uwi;|mTulWC2d_?xtQ!Z@g+8h
zr-(8itAo!tlv3dwdF^*j4+nq@lvscEg$;$o{i!`j=QTrILRHUtlbVy&-9OjVU!a~c
z?S}HIXBU_Sv*Hv}#M`KKj^Vc?L2w3m9()C*WO0%Lh#ML~GYszSbH&lU^e#$l;oPC2
z;6$0&PW`YVWf>u%Y2dV=zVYc3Vy5x#L<D`U&{%M%I%#x?%<X-V`vRNj+c-lLFhTSU
zc>U6gRKy8F{^|4e&lcjg6CsiiwAZ)Us6P(C9wAt~F-*UTPWfRO2=FDa^wuju5<+#m
zU8$D{1=!jQ@|TU`ehv44?5X@z*o1<hkIt5XB74gmJj7Z3@yLqWh0x88Ni6H@*MpY|
zQ0DFqtp)j`0<v}Q3J6$hit(^Yg`t1_n4hEr9$b;?hY8xbqZYL!WjZ+RYgiW){rJ#n
z;O-aaul!lex~Evv7aSJ@4DvB|>PQ`K;2O3;QbR~RXS>YO(B@a0T>Rh1m(mbA@{>pT
zde_kg9Xd`XnITJY85wD5F@McQ>xxzvllY+sUQ|K75`emCu>dqDkk$k<=f#Wcbsjdg
zJJJ>r#iN0Cv$txd?>$s0rZX85M2NjY95&P8^71)%`6wUsMwdzWD?*!;=ST&GkhOz$
zOEc7s;6zznshp2Uk(BWrkI_5Icf&S3JZzxeC1YwTOFUFa<m3wyKQi!R;2HHB8WM)P
zlGLSq?**I8biLlNamuYybnIsnp-FLXA}TRCS&1#5GeVX3EG6wr-{69vphW!quC;~x
z2=}|~0sR>n969Rop%Wm=`ba@<M1PmnmwqGOaax=yc@Y$DFuoYPS?|8M)sNrVo1b(a
zc)g*)h9+{i9oF5h^a>D&w1L^Bt}4DJ_|mrS)_p^gyF;hyz4_(JP19^2(Dio^w1{}O
zYx{RJRsKPK9;@0rxIE1?=B3Kb9N*sjnDA~*NrZP+jDxLF*78K6>-i?<!H<0Lyhc5}
zo-dl3qDx%}wR%ocd2uD&L^Eg$E+^&SHNoy7PGbWnUcq3QC`v|hvC_(WmlQ(TfjJ;T
zXPD)N^Nc)6Rg_h{tto5rwTDAPtFxMBu0>3%?|HfU1BP$k0a#=0hIDS@Z+Ld5sk9KY
z0<#(k@2vQ2ULS{^`9450u!CYj5IIXrymu~FP9XZ~GXdyn%d)aW$?U8!t2tdsyuTB-
zfm8A7Epcj=FZ6x1MMGNXl(bhdD9a&xK4e)jw^0x;^@n#>*g#c>jqT{9AZ`E7WOh;F
z0k~%Fmr}>|ez45X<hm_m#tNt!U^Te<y`9j@oXgFI%EP#Al{;D)Hq}7OZm@}}^E_Qz
ze9X(_-n{}T;y@$q`oRYuoQFitFZoW5H!5>pI%9|O4xGJJwemQGQe0xQQtrE!AFImt
z?9|Q|!;o`x{chp?b?Xl3%>Png?K``&i6nHs`T5v_L8gS-xky2AaTG$QsI|2<`Ns8J
zTifaipszFiqFe*O0c%&@y`JbvxWq73yEk;7+!5OI(!;7Dw6J8@H4?y=beD#2vUb}5
zP9c|j@ZL1?wT9HyqRme{#D(*tOylISVjcYFXZTCQEG<65DN2{5*9Xpl(8~_*1LYp^
z{nL>I{91q7dDPBsA&I0JDCzySzT#m+-~IAd=PQ0?uA}h-o`h^zI(Y(JqeHU0MPPKY
zDrqgjaKwB&u#T$iL!UyDF0e;qcbmUd`uA>3@VV9eA>*~R)C451iHk<@`wl#IaXDf*
zf>2Rf7#JWtjBscO9UM^CR^u-;D!pOAYw@w$6LefCp>S5)?`>WjF)EUFbaIAdM<&JT
zvSXcGXq%F|=I0YTJUwMA?bc4M6Y*(6>Lrlj8ep=Z&n=S#co^<UT#|P}MQx!@O|<J=
z8J|fxs6`%G-6iG#%ZqpN9I>)Rt1Y9w5oUShE>KFB`TUU!7Y_`L=~s4dA3X|O{Srr7
z+z7l;@3WGMCQ6ytcC`(fr858vB$iUw`w!z$9;hdi%T}(Z=7zmDE$v2Y7*qnmd-uO(
z6b~T-4^>1;rWTiocc8ePB|4{Xi>asMH#$0sH(MFvTyHeIy6=&bua7BlIPss`aI)F&
zV-Rqfz^??&NW%Cdr`m7PsOZ>T9J8RPXy;E-H_w;t%@i)R8`9-nuawt@3iRK+e)r&c
zAgI8eht*9|QN4y~sk{ImKIY47eWnHLrX0gm{)OD8%KvZAmsr6O460osm|uD>?Y9&f
zldsp>r6j1b6+8*3oB#OIQNc3DmUx#EfY4R%v=v|jbMGWB;}?YZkG%jFLLR%vL9yR?
z4y*AHRJ}BvxgM#Hk`f+sC#jS24A~fSQ9fR6<l!4q4paA!3VOA0#5zZfKDOxUs2^oP
zfj(|t040^EFGCkZfSV!4Nd}ZAamUYY5-EEdB_BR;cxSZ^R=SG;EEC?|eMO^ZV2=Ti
zY{x*r{-MrhJr4}Gxqbtc+sWAh*9bmf+*9T4qutvu7sU->Qg{}{>)v^`;6%D@3zHuB
z3#ztOdz)Aee*9d7dOjB5wUBea<lUZ{;3Ux`6}X%$FMN9NA+QVizO2b|OLjUZoVvr1
zV*!I`#ioqsi)Y;eSEeR3_om<6`jN;vUls(oOAS*AQ>0FHNg>zTvNAa94!+@R+bx-~
zt}%7%d9u1{Tbl-%R{Bjih>L}r>Gx+nf7lbE#YfLEFz^s=iMi8E@^t+au{NCK*p@hH
zmytf)vmGJh{q}qP-dfGXpU2rFJqZ$jcrzj9zhHN5rKScoqlht*mtiQYeLpD&V*cPY
z;~O}e*AKg#CSE-b68!PwhpwWEV_R}`i6w5LM{xRyXsqjU>Ctq~0}b1{@&C?JUK!Q6
zs?Jv_lCSwp%f`x7ORSICA!sxQapK@XMoIji+REFjeTBmp!B<oUn)g7hAOCgECV(Y8
zfDV#hn$wTan_lX-2rv)a3q>{JWl0M??*5CNisB}g$3ZE!eU%Ftl??a>k8GeqR7`ZE
z$(YYwXV@mnO7oj90m-uvviw(vm2?8WKDB!zc8!BmW~>_{rDEQ1)0kOURM`GJHH@f{
zJ||%Q2KZ8sfNVGFyye(^n|?cvS1dMVUJ528OgM>;Cm}TY+XzcAigcg+HFV%H$_DVY
zo0ku0v>G0?o)$A#B*E#rw{7M=cvf67LraMb?F4KItI5v0*d)*(RRg%34t;Z_3ElMA
zsOad%<9oYhw|*igNulDwVq&gu)!EQI1#jPIVz=7BC~(s0YACSiHZUnmQJ^TmW!IX8
zKS3p<8XY{%%<}&Z>jS2NopcjGA&!*{*?Tm5i*02EC3_Lvh`9pJctjz981Wemm;CLo
zua6VJPFQWy`h&1CdlE@LwV63k=D>gDN=|$X{^<sV&=^kpa^}VruBxW1?bvX``eih!
z%!)p2+|18=clvljlNL$?<I(EA6sy?p9Pt?!Iq~he9rzhL|N6BR+N$%9kj*p!96(k5
zO2+Gdw}Pf+gmJ4?;uf24FR)yS$oQ7w+x?87%tkxV(<QK?U{Q$R*#mWMA`FXm^+qV4
ztVrK@ut^Amma*NO@o@E&3S0v{q0tkyGyJ=y$B%E%#hc6nG_qq3eL`w6bx(~w+7q@~
z0%do`fLB%gEv2=Grb#0I1KSId<7AuN?f%#%u<eL>`B+wZvh8*6g7~+)6AhNJ((#R#
z0(iq^{gzaLj^A+Z+&N3Hp3~Q$x^EV5WgdSz)MAB;xCRc!t6N`@lV~E9I8eA0dFFVN
zo2+{*kZ)+;pMT>4FiipKQoIx?JfLy&UFU!sc68z|##0(>&ri+u+th&qjX(l={Uf{E
zfW=SAhB(b$`0SjL63h1N&fCXh-ssG$D?|M<eCErq8g%j0K`v+Rt!iQ~Vz+yTdIYN%
ze{wD{ric-60wEZ&`jt_OCWqom?)athTiyjZh34e@z}4I%7aL^#xw%=Zb}6VhtZt)x
zo&h3XJ1;LNKI&x>_>GS83ZdYE-Nt32Ij#yL5Cyc1G-RI4=HJD+F)td$U8^L$|B4^o
zChko1v5zMpj!|Z=2}oQqD3U5K6uT7U<vCxn^Xk;K!^rJlLG@mvbsI&I;Jm(s&kwjx
zlt!Qq?~Snv{!>zq{D6^k;`F}p0?GA{dM;IO7LE@|!)zk#06a{eTdZ+2yJ!snQGeLt
zram3svC`$DAPG*0);2MU3LMH})}1CRdAZsW)(WWYv@{KNew4<ehc@MSBzV|#oeHu7
zO=dT)uWjiLmt?}w_YqqWZ)lHr%pQP`p=sdlf@Vj4>bv&wdz-V4b>a)w`39$T-3qQw
z?sNjDgz%KoR@G=p=4lR&yUOh+KYbO_RXdhd5Awg@XO?x<NJb~mp!H!?c8Jt!O47jN
zaVj%-aIBmw$Cqd<qi%sguc)AkMc2%;J@x!Y=A%7%;%e4%PCI*<%*++728(`l!$?Jc
zr}6>hn+S40E_i#H^u)I5;w;}(x3fhMrgkmHY4T#5b$)!w*abBV+4x2<TD-igHSr$L
zl6v9ByEws@w(XtHY37wvX&CpPf7ftIh(k}E(i1efv48T_3Feg-j-64+js-BQ->y4{
z?pj>==xm!A+Q0j#*!DKhg2_;@@Pa{$+1v<qO)u{Fh4^Y`2U8SwMpzdji#IBh>Q^;Z
zNgLcI*&FCipNKD>agKII*|y^;DyY}~crlMf|0#Ph&Ek>A<J-5UKTT4}#4`OZ(O|Dr
zVC<&X-BR(`Nu%VpzSg;7uZHn(A1b%H9GT2_X<B~V7j^)$hZM)=_i7YQB>P0%$z$tx
z4oLNFBj3{SB-G7KBwD4tfVY%wdZgtSjPbnAT&1hwsO?%)juAR%mL_dgR6-aqtU;vS
zrc<j4k2M7FTGeFF{ME>=8!KfKX#ssre;+SYf;ny`SI#~0yu^GyRL^^rImsXHei^lO
zv>4TG3(U3WL;CqBix58wy3ABtyvO*;4f!<Nwzf7rjHrSAoA|Bg(8s)?lXvP^pBuRH
z&bEo@Zs!6^ikQq7KhvkKRkL6_`GdA=uk7U)*Y}hAZ)~^h6voyYjA>xw6^2@d22|sN
z)1KY=13-4iKupe_ZlS}}ms};@@!}!(NhgDNnWC~nDNV_w7D8vMlk@6s^!M4uIqH`|
z^4gbCs>cRy&xEK}*kxdAjoCwZS~f&pVP6WyE3Cv<=(_D@4}v7R?{#Rec8vn4qcu@W
zU|GbeJE!XYN9)?$ssDfr*D~&$`XVGy`L)!Y7+tY8ALwUV|6W(8PMpW^5^KIeYVXPl
zbuV_Xug>+`?PemD)EoExYUN(@n!z3+fh#81ut)&}x&aNPi?wiyURKp@p-CV)*{YrM
zP7@y*)~VtRVCKiHA6DO?&K{};URR|JOH;13t(t{)N%ol1_CSA_sF&phPkw1QsVLx!
zqP9$zJ?X(7QrADWuyK89i43!qr}Se~J^?!}X|yOZ8YtmVP&}!6xFf(eLb)IiQR^7@
zsW+#MXFSCAM?{1RQ>>d86@G<~wmqz#@5TGH-C7&(D~2Sa#u+#oez$~_z~upV;#|A(
zMk_@>T3}K>cLn8>*=SSH?``5z>1COFFK%mDkQqYW?swu#{g0f`7a`Ao)M?u5i#wc6
zTv6`d`^_H9o_WqzZV0c1OI|SOeOH@Jsdyxu;Q=0`hP_Q~1|yNF39;Q^_E`GNb17xO
z*c|T5I6!Ke7CPRk>a=zRTxOwYFSUmIij?gwv)INI{y?9DE^~VGreNED=)m^x;KMW_
z@}li}hHMKshRa<?&jBZ7E-VH=26jO_V>jas45>#0pvP8hgN9sL8qlZ9z}ux*P)rN-
zTNSoqdup?Gm(_ASC;=9r&@Zr5$JXz2E(nig1H}p4;3<6Q>^XGIC>y=&SQs~0q~hde
zY)8X_rsEaxh}q~QJtx9_#q!Z${H!l2@)R6Sa|l4^CC1|Rlfx`^4$ihItoNv^OlM?a
zes1q`F*DBd1)J>7U;}BrA~g{{-mM3EsT|&AT!x)U3|3@EdL1ZL5F5s!+Y}&cX>ePO
zUy?z)V!Q+aE`PxSC(VUNKR{3!`1pxw^;d0eiw0)4jOWbzU=JB?Audh84L_7ZorIip
z6XN}3jHCfxTM-z&m-*xce|s}_wXeoKe=RU`L1cO3o#O&+M>8?crKb%q`Q8NP4-wW)
zKN;-@N+PqEK71#D5}CXvVo9_~sm0o43so7!sOYlM^tyW&=F;mIhR<6%dtC*h3z!L)
zx#~zQ|EP1*=5a0i8E>`~3)mSgsj?xrP6aKS162~(DYv!#pWd(Uv)%Hc?G2`bPaOb*
zC>Mizg5h?+_A?@db}~Jo^(HIS_fnlo4;g<7pog4xYx?Ie2-=~73UBtk45F9Wyf5{T
zLJi(J5XD(G@d>*F<t~4K({%gri<3Y*Iq^|NcT3-dzO=7?Z3x|CzU9uHN2LeS7SLma
z?Qua2N9>3ISW+0wP+;};of)YAF$jC+b@2B0`*PP>{Ods+tCW}lQ0PEI_z}t*->xg=
zpR@YSh|nJk{{dDg7K7O-jTOY{%#GM7shx0XrK1ogsb*jFPluU=EX!SdJbwr*SneJu
z5b~~z32Bt!!9wlvJ^udjUgt3>n!ZVEa6Mn#%BYPdpsiI6@Jt_*olZ+t`ric!$;*H&
zU)>L23uHNYT5+T4H_nT&&M)N(bOT2ol>dj?>MAb)FHlE-jP;#%-}Sm=@8|{854ktp
z`}l1~wvuyfJANt$<d(<kGQEBn=en(e;u#;CraH+Wq(LtW*52D>hN#f)pmsH75gQV8
z(Kj8iuI5uMoNLVDG@Vqg&&zW6j-YBtN@_|h2#Nwzd%ziCxqZKo^{#j{b#OUZ2k()F
zL?y8ipJB55yr3qKVUUmIR+dahGa?a_m#c3;JLIW-)0^@$GLtPF7@^>YV9emnh5(`w
z0dWhEegK5hMmbrtsfpA0p`3s|E0#+j@J7(c`~^jhDVJP6#N7HYdlY4gkDv~Z@Q&*`
zadxz}YKzvpKOfFR0j%5!A9JU*y$uiW4**Pk()eYHL)-n>-Ik~Bt%5s%2SGKkDz2kv
zNqbvQr`k)0<euBa6BTaVFJABWSc=kk7n~)e8OV`o_|iYhD`WUY?@!u_1pw{1#tje}
zoz0bsd|=Qy&WcfXH%c8N(1wv_ToIou{ly>Uy`ybMb0_b>cP~pK9d|A;e$E-J+Pc8T
z7W0yUP7it^z2{9kgplzvd5MBZTWcLx0gL1Q6`5Z4oprocGHs)l6R<z%>;e1*8GG~t
z_WMwCOcD_9{l8jh83?CrT%H858HCLH#hBE0`YJ-0IgJs&Ax|7|P)KBfb-YqiLrNPk
zs=@4o3m@!<8UUODtV19jp}b%75Sgss>BBRoeJ}yMR!f&Z!t#`i??w;98P;ur?9&!I
zDq)buzzYt%VZ)(T9nV#(XTvo|{CI!-2-)_l{dx5Hb(JGfH1q!xD?o}E$d>)Fw;2*B
zA+tv6&yEo~-7WzD^&U<_6zrDQhSKv)57H4nJs5Tyw<*CdsuI^j%u*35i*2o~O^uC-
zPcA@0zkL5yKifgYGRj;7h%kK_U_r*CaGyD4ufY`imCI4}p+8NPhy>xIg|bz$-fv8I
zW@X2i1@^G8gaH2d1LvG;ExC}hNl|9Itw+$q$;VZu+$AM;W+oh-7ykj9`rdS@Mj(7V
zc;XVNfqgUup~64v(PBn=^7<6KWmyic=RleYny76Aev7QY^JqwNgZbG1GA=x9Dn_pp
zn>p5_-9k1J(3#)A0Q4G;h>aJpcne}_MSfW=RV#hsvf?s6y^nS9&2gZl@%k<DS&&+g
z9&&&rTz;IB%Q@kIXFF|yoh<6n_8{g{HcM}9;WU-u>A=^4zz@>YzvUU0(XepaeD*@s
zBMN!WYN;;A5=2M<EXMx8X9RgTe10WQdTU2E2%KaOiASi6*L-V2HRf9cflvjggDLy%
z|K^j)TaX1Fn*UA5(Suzj?(G1<`YeFp4Gj%N^ewKYg`5_4;?J+Ddo>{lf?<ZaU5i%(
zL4elX46QKs-LGkz<VcH-?v=xGz+?Em@#y(I?*@79e<OL0Q<u;j@j1N2x04QaF=PV-
z4kw`etrdp~41NN;M^H8UpLoaNIktW}P@s4e2BK!{wHcsQkbp7p>@XZb3Vbk{?UGZ>
z?rq+bi;_M}L#{mf4^>o9<dH)6z9daeK&<2(F56G~+(?J=%L)u9sqeh7VI*dfx^z#)
z3hXW{xK#A2+*afK-9hIpu^`y~u9{j@6F7$f!LE>f!sKiFFRj}x>=wq#f6#<Rhd{f;
z%BJsV6)L>jB3Lgf%6ey`$*#|Iee;Yu+Ae#m6+^iQD!JV00ujo2&Xh<^Lkyy!1@1$(
zs4RMBGC{`tCXIEyxE6UXx{=2`*m`6&BzUNMr5tXU+;WN9P@3|U^d!kO1?ZC%qdp-Q
zDZqp8Ap=c|$P0SiE4h{91!uE@2gxh3BB~k7>RQeBW9o5MOxG(*ceNQcq0!a2;=O>{
z)oY4gWGScvAXUfo@=F`Ns%bPpnll4tW{8~~*c_qMV>qXryyFu!DmwG#WOs<ZZB8+&
z9<I<dxZ;L72y`MUt{8D0cv&Aemb=iQGp&bWg9F_z`Zd-IN(jb--CgDk<Qu}Ox7Tj*
zqqFu5FMn!UZ+2~6m(A<eOSI)$_rk80MNvF%4Yi|P`>oc_r))vN&Kq5}tDQ~!GRz}g
zG+c@gT%KLRQFdfC7G@<Nz>j{1jhX)$@+7KP$lq)HA{?XsmgaD~yyG*^1%5%{mf1=2
zw6YvodXW(D^-nw~Gd?#*%AntK1(jktK%N*))w-z_`uzDsZK-A$!E~dcM_XtnlbzyI
zJEIN|q9f4IuM_p>%Cc^3STVVqU^NF~3ABZ5fIEZq>Bt=M1LqPP5?`i%pdKEvv$y9O
z^W7_*0Io_^wrjeeq(lwrhd5aSK2;0{dcXyx+}h0>z=KLb0Ead>eb-@?LY6%9lq5;;
zvxH~K@XKp4LjpS`-_^~Q2Di&$fgMeV(KIEGg43jtS4{w??n5^*Ni+ddSLlUuBp6B-
z^_BaWlF>_e*72VOF__~J8sO`vVNb>VX`R5Lz<|tsU1NKYP7@(gw70rp3F2^pb8x^W
zAp2e1glC~EPmrl{HaP-d>`r*#CnP;(A7eaUN8EC$I0_ko{G&rTA80Di<%vSdh9@!8
zFevvMSyKD2F0^I5M%9mG_Qp9vfC9X3?Fh@Tu%V+u5&M!wDqztwSke_s{M&cFq)=MY
zuJB2sK?TOq)m6rIt7+7IIg)<PcNlu{3h0}ytIMkFlmLunf^iFn5rSq)G-p;|*BUFA
zt;QoZ_9|ZUxC)rfzBhiTvPD%$bbymqAxWc6Y{jsD7eo(C{dIwb#j%DDY6eA8k7U)R
zXY2eK31kcWJUA`A^4C+M6>8I`z^p>T$D+hK*JTpNiNjAm6UdI`Ia?rN(%2RGBoWk$
z!}q&Y@wje|&`1Es<LMNq%kLM5yV*QODxbnXr!1$`NLjc^WKN(oX60|I-D~75+SaJu
z`ezDMEkl|fh#-i8R7N}%wzFix4t#5G5GtC$r`7}xkVWm!XPO$|a+hj=2*>7&GDaC$
zQfG?1{it&o#m>I{lken$2~ESXeS{X5ROj5CRK%Wj3z%C$be)5&J3;)_Y7^KqR{mSr
zHBz9K49y+*DLr6Tdj}uKzGDFMwE2pqkBLT}gZwxF+`Bi+F4;J4OpMdLiUdvL8XwOQ
z?+p&p_})*P3+4!9B&Ns3^gH@)M;fbJHAr+ZNOO0dxJsQBL|z&XSx?zq#mI*7j6L?B
z<uY4&zO<!NyWWe(>7uGb;Jqw*;HW~Lc`j>%8mM&VhgDS2mNaKk9DS0toIC8$<&6Uk
zM=nW~-~V>tGzXCMooAPJKJ`z~kFUK0>T3GjzisZOmDxEDm!IAksp0p26SLhJyA&O?
zo)mH9)crJYCcRP*5We?cUqxD+P6(Ms>ENf|(+5w-!%_%Fcvk=Vw@t;VG3j%BEa5dF
zCD%cBo5KR541|D1H~dEs<B|!<X&%U7BsYKXjxy<Q`VeXFsB##pu`41^RsM`7z+cUu
znw#DmEdj7>x?SaaxAkB$>A8OeXzt7_(&k_)2xIArj}6`(Cgsqf*sQEz%~p=^t9O>M
zt(eynciF41c}K-d?>0BVaU)@`Eq33)%1Q38^`8Xg=6Qh!@?r&LZnj6;cv+S*pHEU;
zl8^uz$aEFWMtag$_f_7osgG|M<a{_fUfCn@xT(LT1%O-*xdeQeV_QW6jj+$_b=pSO
zW`nG+`>c{E?A$EcovxU$5s((zBb*OmS)#0T>nI*Zrm=!>x%H?M^mr_J$L-1$IKttr
z7)=VwodQmZFi(L>{@}HI3@PQgou&WGy;&vi(dFnGq7^&E0Qgi)h|BbE(?FHstAK^b
zJl@+PM1_ZUCMI5pULl0o&h97JRsoFoVv1NhE;Ol-fq|5wXnTe;Zwa_Un1{>x8r_10
z8K>Spb^(=|oT!rmD8rP7?85s2tJv%k{3TW5YIlsvKFEJLq26z0m?$qG#T(Dd919$)
z*)h8Pgy3~{o|E%f%EwJg{m&fVuGi~ofG+-;+G;2hkk>SinbL!Qc+G3MKy7CDL7K8K
zGsnyU?_ce1568rLY@i4T{Q+*4JdoK$$`9zny*@Q4y!UNs><p(g<weg+=yLeJrFynz
zX|HIYUb;q{Ra#VpiQ!pT{jRdl7;u{wnC<)t_BH&ZyUho81X%9Wx+jFToxh^+TqpN^
z(P@TKI)>LA=-1Zm1Jg<cbsGd=#-uAM=pMI^dy;sDY}DT)DnpYC9T$%Zs(<l-IgS=r
z82TSOwg(^n&9Ov|97IWh__M`>-3EtQ9qcIhcBKRP1d95y$qO>y6!ygN$F@*F8c6XM
z3mO3P!a|t7J|tImp}cp|y{)X%bxdPUFRh@CADRw@K^rs7lNU2Hs@#hvdx6<g+qY$H
zX?kh0_{!HED}T!4{-C1aywqazc=IXVgo(Pm>{O|?iz%4?lX4*d>Sotgq8U*qu9PN!
z6^7(^j)9o$TO6vG>@e;Hi<v}Ye6PRh!o}3LTiJs)VJv>+UUOZHO)AS^g?XP8FFj2p
zJuT2}VLY2)k|$!Nl%1XEC|%^0HsQG@q&I{eb1Eoz!&vd~3Fz}!2ru+V<|NJcE|+Z^
zvy46lvwLj4#Rna0k>f+@89&l757con$+nDf#H(vsEN>E*$;mgoZphkY|C6LLoGh)#
zQH*^Vq)Hf7t7!wd;PCS?qxOErrYUKujW<BI@N2e#WcHM!T~exLhP*Id+;ed`C~~Tx
zUxVb13G9t2?9;&Tw$-;Qj1}9OtCkkm3<dlK^`6kvR^!2)#T`!2$k(6Oc3V$$Wr`N*
zR@kb?#OQa>hS}0F=k1(Hl4QA|qil4dQ{!*VT#t%jjgslClqvhHRG)~XD?>bChacR8
zJF7B?G;?G#bcj#1<+|cPo}zW(W#PbZNBs9QDs*E0W<RwYj=g1?TC|%yD!w*`H!!bA
zvV`n=<j&)~G9P6REh|s%yxFT*y~T8lsycm2SH-AlU|Z#0dt>62xb+>jvW%G;ppF6<
zt$sH&e|624&%wsvHP{F~+q!{8<^iK`Z)cmhR16mxSyAcq;F0<gWid2<`*TWga9yFT
zTh`^AO+N^!aB^Nv5I1P5!frTZ;DB|+$F;BP$e5^Q3jh74!ookscsN-?v94d+$)xnl
zc#Dq*O_L*McpZD8BF`7yepSbTG9egOjxm<&Rtj~^tN5;!x#fuI{yg!nOKNg3*^h5h
z)h2F=XZ$>rEJ~AVW$zMjXX3>i)xT`Coe-wZuH)9x<0oDPr-dI!{<trLK75oG#RL9E
zc6pGXnRks|b+d<ieg@x9(_=xN2e=(he>LEn(z#{3KMsC*Gm!~*)j%dw6?5m6qcE1~
zAh7LhF?AG3#P!GD8%wLcVBd+CSrn4(E(KEf3Fl*h&4lqh3{gOK{hheqb@I-ldxnb5
zC8Kv~STS-t?`*Liw~m7sRs|=Vy<@N=326;KnuW?VAJS2KmUH7$I)vQI0ND)QmZ9fM
z8)@UMY7`n-vhbA&s-A#E@XN|a9?(MKCrDV@lwY`X?_hUGHgQb<KypqXEhI_7))!r-
zIYaDPh_In`V%*<6&sW%fMz^}q%K|3^bzA@`K5D`(SI%zmr7G_mp-ox$+u!@PcO_Xv
z$S<Ium;Ofu3fr&HMv?Pm;R{2Hs;ZH&*&%LIrqHK$I42{*j5dIOCZjy}B%UYm5V9SB
zU0T^Tkt%d1EPP%!%C++gRRFMR0j`vQAGx4jTkjj^%Dk#8X?6uuCnV=`_t_l~OMQ=r
z$z4m;@6XfJmRhM3zaLY^*yKUYD6mK2-|bP>7uk4RFZ_Pw=cf#x*Iv5MQm^hPAI0(h
z`9$<p1iwS=q1<No)0d2bzusoq+F?0X7kK_BDgb`<fzzFR69`Cl#RIGbLeBmVjyf3l
zM=P~v<mkNqunc?h4^l@tVW}_WhoGO`{CtljIoLU9QzLJmP<4(Ls8ekuFMA8rSfMz+
zdwMHzU~6w-fIQ$|d9H>I`X8J%!!gU8JKX5Cs-@PgQPu!z^fUB;@Q+-po>I2>hAFQU
zV;b8ITd?BIV^BLYeAhSp2>+G_eOfymv1Og@^-#H&ffd}v0zV%NO~C)X!;^M=W}Tf2
z7@_%8lCtFKP*auv`A%&By*L+Y>Xmy4>HU|b&y^Dmf0<eSwg2h+Qo3hsToMu=2}tqq
z9)VUapvtU*ZZ%b2rM`%qEWeOnww}^-?a(KYjKtL6Y8q)BerO+&Q_E9TqloX4U%DNF
zmVQl=&Y3}ndF(v+(hI-gteIF%n0(xStEtXv*QjF*aP!sN*pKCKurf2-mTT$z7XK~a
z+rZU7SRkdEnd+hzvqqNwixXTye`(LGwF#d1jm8a#fAQqRjeX8u-BuA2%lRF-J@SL*
za)qZ;ex2#{ZRZi~8;;XwXxs4v=8?0ugID+=<gJWEHI<WTZ;WX;f}CsiF-?_1I>>`@
zKdBZ-X~g3yy07ZaUY(CxbqZd$3^Zr{be%ODeMnns6RwHzq~eWdJLtNe6xI4FYkFv1
zg)8TD!%tQ0Il9unoJs<$rnV`%0kr0|%*RYYB_ytFiL_S%Xz_$#;ayo^tp(Ty>Ktmi
zb3^y`*@x6%Pzc#lb+7W?gQJj4td`oLzGEgj8-0tk)&3-0`-ex@E#{f6&c<KP(B<~c
zES}RbO2&-#%HD4}U1<C4Yjsw2+w{F7klSCDMRFI6jaV!h!f5YTp7K1*cUTa*i6SYV
zW!(Se`{!~eAYP7rybJ=x12rj>Q0yV(T9hXDfMQKm*5d3w`LtplCM4XSO3>rHU}gz@
zeXFJRH*L?`Ie8v@=nr*2d=YaKUC(uN0@!Up$RMw0x3^hBO_=C^5K7FUKvxD2()}N%
z`S21wXvaOJhDIOo??AHFJ~9tMy$t{L9sd7kkS&9@eLydHzm@{Yc`tgL|IpXa5Zlnw
zf*P^WO5fQLs8Xd4h|FL9xw7+ZvVUpB<`Zr-WGA`iKafnPdcU{XepEAP_CU31A3y--
e{Qot^-r<u9Qz!k<mDO;^%JLfbitapk^1lF4eE%l^

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/LRU_multi.pstats b/src/Delete_before_submission/LRU_multi.pstats
new file mode 100644
index 0000000000000000000000000000000000000000..5676fd6c1805ff84235afd5b8084035a50761e79
GIT binary patch
literal 570077
zcmb?kcVJY-^QR=#&^w6I1yQ66i1!Eyy#xqFBzRtu%gZC>!n*_rC@Mt}0YOj@MM1ED
zNK+6I3n*a028eJfO+XHmCZdAK?=!n^ci-Jh!|(48muGHwc6N4lc6N4V_G*igSL%07
zF?|!gnGKALET5U3ZX~vHC;EKZ{%q5e<q9?~R;*Z{ygSo7-ksq~&Pn&Sh&1jiUaS}^
z^r6!So%_8-8%=&pT3OP>uf>d3CD5)iZ{kJ|8E$`;H>pKLL5*9t;EjV_sM9iTw~=XN
zyWQw<7WGJlt~a0mVS_ncH2u^&f6py`dW0r=48BT@D!X-WwuPxX-ItVx9t&tJdmKTH
zOM8;W<`^ao@iKKth2DKe-Mbeq8ldUZgAIlbY%o}L_yV;l>vnrHv%MzJj4<X>D=PFD
z?}kisO)pLFUghMsr;L7@MVH_g)TkOm&7G4;7z(;Z1XJ*vSq+7L?a8HW=D&Wcrr%Q9
zH}dQIT51x}ENWlc^rm|~{!m0uy`j}Vy{E6HH>><nt*j$)+9W~FrPK!G^iE*pwBuQ!
z|K?@>Pl4yfN}Jlf)~vr~Rz~F(5eyBEOW@xwKfV=TTho^nAJm}NSM?Pxi%``pP4y#f
zL;tQsgZXWKZlvkrL(GtIx+L(Z=uR;*lieQtm+tc<hfqzlkWIy~&5G1jrSPt@e?PUX
z%B~KYUgGt89$9)<mNv<(Lv`#UbkvbBYZA;_;V=ijGjGH!_Z^!4v+K(yJwC*IJ7GHN
z0Oplu1uZ1d9!!$yNp}Uip+~GJOrd9jJBiQY)krW775Ynam%Ow7;9yOD5cTSziE$J^
z2g)+ySxc#aR$`FBcd54$Nr@qgXw>z;65bioS<^RtUgF1N-$bi1s<q;%BS4yE0n#jo
zB4nNX@!geOzib(%>HA9m7|~+84wx0Fj(sj-@2eAYE@r5v$G-W=!s9=r<iTxa-m5im
zhOd^UUmASo<=LO!B)QG3Lfuwn-P*YG+s_kAce!3q(-%x%yEbPfhO)Bcm0M!EBt&O=
zl6;xTo&-p=gfV_!W<s(z$(QUkTV>@2u|%;Vx^nU40=qXM;8f^o1K+Km^YuoT{>bCk
z{;pE@M;GAT84k~HWP9((@+75sbgw_b^y=OT2|`=}J_py7aJ7T(vv%v^i{Gzu={t5@
zzFxEJ9s+%PQ9!c}0N2<7#Icf-d>L5=L~)+L`yFYJHlppf0B*Jb20>cTCdVZRp<K+o
z1BE_*YK2RGH2lP+Yj5mcu>bHe!li9dZ~^0Dv_Qf1(nxPt&}~E<dc5*j|84KO^fjXf
z#@9&xj-a;;hn|s>o^52Az9g^TZ)ECr0tRWRTS(i$asqB~>Gw=b{bcNPHaE8w1{Pe9
zjnx-EEkp%Q3JLY;b8jw>{P;K_>zI~sWKC~!PExkv%LLpYEe3(Dg4?!7^|R;Oe&Eul
zZ1#LUE}N0KT{yO(oHWMB9OG%5;LRLon7+&m>@4AED@K*v^zPi3TRgjIFQMJKNZ>8@
zp_Pyir_T9p<I+EOu5;;J_#YtHg>Z+3x{(aMAt?>>nLl(+j}0#UfjZt^mmd6{ptmU!
z=Dw_KBg2@;7I8kPOS06D`liazQw(^kA_33xnErwwOUZCGeeaxa&ok~Tgy3d!3W=Y5
zL_-k!VKFlnh0Y27kxO6R?8<`+s{BGExf@sy14jOYA${U|_h~RBA=c|p%l2g@#KetA
z@S8~qVC`{U6B|oHPPUPrUpI`)IjhTc$%VvG>c+w9p)6?)0i9$NVMZ^c{ybyjU;7B|
z9R(BJf~!NzObrK2B;j=V`m>Xf?TUZy()WIGs7&;=-w1H0A_30yWO)4$(cT1i_aS{^
z`i1wQ7Lp`Nsh4l{4vG1J`nc;x`-q7jJ|h1v<a*-M%b2pmjdl?mlYa+X)~s<^+ZPkK
zH#~;enCPKJ=)yLJE;l}gp*@BSh|j;5yeM_!1Br_slz$hJRwvp$wW0m1`~TB?_l%3~
znSU2@6wRZXoZ8ogb#cRN8y7pIf7>GTVVjSRH##42Lwe=kgCvw~7r5~rM)c3W2Pv#=
zW4Phj9yBDbC{tlmMgB_{!}A}7q?2twyW!P6xO@H`<i$=mJP|`;3!su5!v8W6=%Ij>
zExWK$>4pap9~+lHneyu4hUX!^cm5qncC{_*8|J0>esKj*Nlvv*eYx>2;^L!=FpB?a
zBH{<;-vbBy+W)p24ec|aNB&*Nx&B|KVt8Di*!;VYQ(@aDZkS>3jW0?MwpCY%u4<`G
zh3TrCJUDyUPO(kGH-`xs=?Q+%garI+dOiGToR3z`XY?JH{_%pR@7%D4=}5i8;e{%W
zS!p`Xihf^?i347Odz?2j*=Ht<@!)viOGwGdOv?88(*609UoN)IZr8{*318AS-7vh%
zr0m=*f)3z@ht6V!;cwINil+FIW*rV!o$)wbcDeMNAuAit+r{+LLXI*?zI31I$?znM
zH^^|vv}y)0AA3RQakmgHV!YQ(o9NBa6OujI9++@(M$N$_<Uat;+dIK1@0|G5H|{)9
zxeykVeWYe*XXOuBvLM&5g9N#K`22;kjD(!xGc$_D;!t@PUU=ozY9F#Qs#Y+3v3SyR
zbR*NBfa8HVHveOjI)#+k`(%fAmVE2d&+7W)Ypz_Rq1^Ldy5c?NPcv@1{m^9@$WBs6
z|7lF#ah~)XPc}2ru#=9(TzPOVXJK~Y{7+*lY@Xyg7F5KT3b7?*<q}Y`38i||vv2|?
zisijV<e{8*6CjEepB%&ive=cTT@!PR^z1u~%mx|W>{MTJ1NQ%z`c^oRv+EAG8`i(z
zEp*;|4uwAImuWdOnp}73U;T2|Yrk!2M0WdU>DPsM10*o5k{~^^z3${(oH>o8P;(;R
zL~yV_+GgR}W~;~uWCPgPfguCvo#0K%8=PFOT$?@N5?0yZk3cX`2L|QzboY28I~A8M
zbOMG5&hU-%Cbx(TlI_&^nr<gfXnmUXf4`lkXFU16=fWcw<W+(32VL7#um)sZ_(X6c
zA6feJZ?5#+zi`wMm)?5Y%1TYnb=6u}_dVCBVR?pl9?iJ5ai6e!Ru$JF#xA-Ns1<r8
zVBL!V=ZGNL=!0bZ*S+;d_brio1}4R`*ETfhyi0;88vziN-Kn@yNcXa<rgX!fjkY&Y
z+bC-LeB;L^JY4I7OFwgG<i-}Kg4CAT)cd1*^JP?lnR+BBV=krYTm4@?aqP<Nntr9z
z6Mya*b3s<0kFLyRtU9a7tB*J_%beK!s!LBwtFk(B@M2m0d8*E#vzkFNVe3`CpLF-$
zXM!$0rNQ)NpDcM)TDXJ1;Ae~kCY?l|-|NQg`C(s%m3?DF%p4W^@=m`dt%@9_$q#wC
zGM^@(BD+(u5zu%9qhf{rU~a#uzm|ffTzm*3OsAGrgi+a@n48TE<rYa8UG&uhYahBi
zu%;$IMB@cCfo15@jg0FdZTjqLJ*8o(rkXB3%+=wfoBKhZy-QQix^(ejz8PMH+o$&k
zL-ih)c{8hGxa(tNROpqa4n48|I<6JOhg=jFh@y3{2H3rx-)*gb_jp*HAXi#M+E|;f
zs7OtJp?uYOgMy{xMW68!Xc(wWmoEG!lkTn1*uE|tjRgvZ8;!*!*%M$0g9?4ai`PFc
z5z$+dACpYFsR7qk$3NzKC={azjuAB9OcPd1;gf>90J>51kUbhxkV$h+h2Hsre-5@E
z)k>2e0>u5108y4*mh#Iavn};Yg&udTcBZ%0377m36#onT8dT^H>TeJ0ldOT4tPeTd
zM~POYk~~SNBy)^Us0kJN+yNIGPu_ux+tRa+AN@Udk|OU(YEqS7_F5Olp6qPXkC7D6
zT=qDJ^@t4v)^haNglJ5KZv1#6y<e+tntte$KnuNdU))G-!}tI;7fo29|K**y*QH~r
zPn!4Pn0g&LVC}Nasi=0>B>%Ya*qnmsPu>7Dp>Ha5z9%gfhVIvBb7~N-H?X^@d@RH^
z)2)OhJ^-t8IIK{0Dk;@tCVR6J*uRj8rjZD3mR(txD;2^)@Io<@E~a&EzQwJO(7DZK
z_%k?N=?$WLIXK`^n8s`2VH;$SuDQjPNi2O+VVS{~y5t9d7h+=+gUrb^AUOS=bd1=G
zvjw}|u#d77_3|zCB1g%0vu|ix$k-loWtcxH{oZWd^yOsX>MD`n7udS7QHpPRZ@YA%
z38R}r&W~a+^e?)RJp>`<B)JrSg`KlE(m)DPtwaxAf0Bf5X9ja8^+bhr$+lH+@2(pm
zlP?+Cn?D<BQ3gbT0eJ!q&Q2yZ2u`LI;+kxOt3{zF5ZfU9?EI8BWN9N1N+QTph&@O^
zPKPYbY@;Z&-$wuNwSWs<aXdx`g&fdC2N{V;{!lIo(!M4xYRl61Q8f#@Lu@I9+#-rT
za<Wr8sUg^Dq$XKlZe3DtC+Zh+-7Ub=5DFr{oLFH<0d<Oqxqpn|&l_`Ez<d?|v*a#!
z$9^BX^wqbWp0cj&*TkMhCw|xhGmj8l$014HRPqbwt<*;$XIMcUZ%)#fd_+VZV-WXT
zfL}xo)f3ycYtuGwBB|+>cUycU+iz?DX=Y*Y9qdzd0wra2Zr`~u_!56H+kjt09!fOy
z4uyf2^D7SCMMod=n?1fT_>w&07zp@9<WavvK$vzRM6!Vk2;od(>5B(xii^lYsoq4>
zo6jJWl#^nVZ~a?tV4-0U;S0?^2-SxW5pvTpTVsHEIJiu7S&GL*pkcO0rC>CQKtzA$
z?8npyu1g4PE#XYt7q6d5^~=ZO<eu&woa4<QKN_Wih?VYW=4agug3&SrEwQ=libGj9
zMl6)fKq>biUzQh2xouyS>IZN7mCI}g(5RxwA^FC(YzuXC0W*>-4R%`NUh2D?8wVeF
zsd&jZF<1tDm}T*Ieb&~&-#ndu+NEE4;l0s!4!GblJMjM1p3M7)0beW-@KhnL4wnCi
zO~<pFVuQC*_fgcn^FY^$cTd0aD%?Hnq)R{4y55>wRx_hyA!0YfW2WU~`8_GP@3;I$
zN#$Tevc$TYW6o`%YGxts3fAy4amaO8Qx)CBGPl@xH}Txv7@g6Xj>#3r8PF=-L%rZU
zXhxWn`-m#lh$^jP7yTM+AEoKs!c$W-$q5!rv5KltVfl4_t(<bquDpuk8@W`4+{C;U
zvYT52W2kYZ*-kSxG{<gky25+sD-P<At@omFO|mz|18*<~Wz|l}jfdOB>i?XCP|-$)
z(=p8K;h=*Rh^}>s^x_m?7odggF&5E0{@lzYH{B3~gSV~ayr@z%%*~ukxH~y)xP&yv
zoYVO;mu_<bD;ghXd;LyoD?XCzUz}k;?V<rrhY8T(Sf*B<(8P5ypJq4CMRfe+XHY4C
z#psGW)7&oOm<rXqkY@H1S>y17AKi*2`!ezsBWg+TnVl(kawhR)p5W+`t#GNt!NFP}
zKFmp+HfmnvHYs);^w=zX0Md~kj;Yr5TmGVuPcTmWTmxcS^uTb4p=aT|FZMFv5bB0o
ztjVtR@*QsYSVDzx-~Wf636b#esyUOQUo1;du>XJQl|(pQQzaX4(6dc$um&a#CT$$w
z-J*^gmE1|`9zSead`lvPq#`3fuv@gI#m&$y(yrC-e?}d*kjcLBjzyy=Cb-d3h?o(p
z_kZe^`AgHS4jF1JI}|&rSVIl(6FZ4b{`|M0%09`=X`~p|PGIj=v83otYN23`p8wlW
z<>tTyT>b}4PGzQB_xRs>%=YMPHtiiM%1X&DL<xrYKT_76;mOQRH!^c3<iG4>x99G9
zc=MnaE0Ue{f9^KNpI%6}d_rxuC3HLBe<QDTmq5PR4l=8Ax76|Zmcv~A|Hnn+F6^RJ
z()j;zYO{T5-pqm>uBAk^b^AXKm6UmFq1w4vkyq*n>d;k~*Fvrb`?^g|a}A9z$RGtV
znf*x_6aeK1IHnLs5eAv-9<%_MII$MG(qDyvM;?EQ2v<4gEF~Nrl2UTGjrxUXY7Ae0
zk|#5hX=*{b2^D~qER=-cY{jg<MInUb(jc7=1Y9+BLeN>B$~#DDD#YQ0AxuFFxD{o(
zrJcmF)C(2z)FDlofLzGUgatX1d&=<Rj~%!ohaj(gYbXlZq=KbmzYFJ#JRoyIze5Bm
z3Zav8GH`_%4p$LcP9Uc^J24f7GrSo_Hq<x*eAG6B3SqfR+LX{jj(MEryr$tv7sA9&
zW;KV7^Fa~k(DY`3(kv1)oFWQwIfsG=0la0wy8&kqD#O7lLW_B`pDGHug^`X<c7en;
zX={Ni=<>`WJ_@IZgpTDhE{{kYC6ze2cZAr`3o*1v;NA&IUWDWL;7t=|Xki1PLSExp
zAM1*+*d_cN(|M{^r$k|5kb!I<OCdy;j(2vV=go$kQ$o)sh0sMpr=Vrxb3Z$U*x@U>
z$gNuNJFqXzW-HtVJ()O;`JlG9Ya7m!u~HTad$tw8^{LC8ir+#`A9ClgF;*cGP0kIO
z55i}i{HM4R6^DFWIE$WfnbUdaYWjGe+r`}|Y@m<xDzpjnomlReye?Cr3b_lG`1y%Q
zz62h$=P@0)Dnx`RkX9hfL?PB0*^AWe*~D5a_bws>6_%^)7a>8AMJ4cfzixyRSV0zs
zW8LQbT*%F`MA{-vp13Qi6DHHXqJ>+?6}jxea;^zE6^9&YS<EPNC*zy~>x1|}H--2+
zI=e|k3^jA{$%85LSaLRYFDg695s~trM=!6^oKs<q1CDMYM$mi$f5y5~V-{|ZI%ja^
zu~^8RkQ}o$d3mD|Y)EK4PFid~76W|LrDqLV-(cz&H{^SpgIxn|XV&q?&f1EYQa%cU
zGv=*Z!8@rOgCwRkZ~iQ7Aw{v+*!sF*R)lhpXE#j4p+Y%@*u+gC{xxz)a$554MD4di
zW3ns1u7c?n=CjPzYd?!<PfyN&1CVk}NLtKLA%=ypp8UAE^CnvzQK+eiqPA~ovBYvz
zST-y;tJ{`xi}0a^M^R%nVLj0(m~gX1XdXa?-z!Gp&|$-Y0@X}-09gj6ya970Lw$1`
zvN;?uS^HBFmkkv*f0QL;p?{lCf;^A_O1Sd5fptrKU{nt6BE0h~x<^D370>ug`1e|y
zKU<Lws!82QpaA&I3!4fC8N&*erzy2yDx4)u+w>Nqu_!O@P*ssluhoH4&c*7M$2cH;
zYhg%d;Wjq^sgSEps1ij1NgHE0NJeHVqz%-5F<QtOQ;`8j*bMG{XJ0~!1Y&2hZ1Equ
z%z2!3R29ix!UBRJ6{7a4{yl6_u;rHb95@b0=6sF-t4@VQ00aWr<VukdAhpptkJu4t
z0>Df`P~;Wk#PABy#?<gcN(#ob7Jn&4kB{vmaeMkHX*7l0@+r`^6GN~LVQYa`m$MSQ
z_%IiTlTJEn@U?W%Wl{#A5S^Si#<@dC2I=McEVlJPRI10X9DO5g&fN`N>wf;QTV+ib
zAJW%VIe?3wWE}~d9GuN9giIuJJ?8$$-yYk4Hua8Dn!e?ME%$Z0?-u2;djt->CIwA|
zC^q-jywLsdl;WD+?eP~o&s|)PY`leRZlPC6JV%b*NEhskPDD>i7>QU4nH4~egnWt3
z?QA4A>Res(W^9jW<fe)1HR}Ae)T!_Uj$qgqR7b+3R90prhdCDTxjVgYdGW20Rbw?h
z=aKh%&8z%6V6L~pq>8$uj)Y0x`sM}()BFnmaF~3T8?NblM_p|7<y6FFn9CJRR?+eg
zu+@<;)vQDsGYL;B^j<GN)^y)?xc%3={@e>4_I6UUIGubF%JJ9>?gU;?GuaJ=i0~i?
zyZ8KW9ZSB`XX!sK{l!al-e~@=OOn{8`8w)Im=rz2BPHxGdF<k^E`8&;j@rmsH6)2`
zFdcOy%!+Jyh97owmZvAg*`G(Wf2yRxq!v7o#e4?@H#ak?+q!Yom)*2PH=IKwjfq5c
zD)i11vbH5X(OlE}4W3YU;&<(V`bPX6zUKwhA(&*04aT8BEJsczq3+H>oM5}QaBVLS
zre%e`cfx@y2dc$rdRoUG9eXb8$0n7U8m&ReKm~r;Xr$!2vvMiv8pXEoK#nz@mKBzr
zL+H;lqgE_le&B8j;9(61Q^Q(r#Elt<9rU`%^8gOK8Ce#H4fx%lLjUWj>8C1pYAbS^
z-7N!Hj4?zDD@#|cQm9XbUT%9<*?NE9rRil~oOSoP%H0$#3aBILn@KQh(R@TQa2)1=
zGq=83_ANvc+**F+uaWDz=LOSIN5Uk|H#gCI*jLKj;g#>NnVF1KQoc>^wz=m$z+6uK
zM%b2xqmG10kxb?ah9^4;@;q>(Z{B%*LOFz{jJ>VQzQHSKMbrKPn3N`tRn#4IBuq+}
zX4VadS$w4H(UhGYO}~F~|H^e=1xyIqD2haI)7?8MFR^GN_9(RlKDlqlJKGjVX!`th
zpC6fOp4ZGz7%t|EgbNk=ffIdyf9O`YAzk0zHRtl--$;hn3)jMkKk{-+QEEzK?e-Hp
zUB?i|_{^Yn8{fQLGk5WxR27kINuQfqqQ~utshas2ucGkHjO%dAgJ1sX(svHMQdWN_
zg^<ZRwU@fh2r)D?Au>>5rPcY~rJrhF{_VS0)Fx21!pEggG#v4)jFMDXOZt>cul?&|
z8Bewyg_U!qPB;jDkw8<x`nJ>r_DzM%howKhW#pIBvT70@4wsR1pN{y{kc3#~8XAfP
zPHluQHYqXju^PX-^m@OQ@IBo+gTUp5QyxZOg%iJ$J>=52&bztglDBIRkU~^C1EC}y
zT+!M0>W~quc|P6Y@r~VIJ`Ml%7aLz3-S-)S?l_EuI+&O#N$om!x{Ihtd!rb(!kBAE
z0hivY^ZXy4pZ2&W!c<fh^U)d?erbBdrQg-}_1h*dnXZ{F0V+h<lH(q}e8bjK2c~Fd
zD_%t*e|gLgPkwv}bN<Y@x8EC_V`%2?@G8HioSFXGKj`Sz+YmPAU!a*^^D2sujRE)E
zl=&@Y>D;n82Rf~OS~K^ALy^&qZEG&P6n$ifW_}-Dg&*dAcIjKvv%iWPi&Tw=colN$
z<er@w`pQyoT!jW!b?jF^KRFm9I>xIgx(Mrr-eT!-W9Z#3%{;-Y#Nr=*lCN8SXypN?
z|8VKQZM(icZGX0A{=us#+blOPBTRPF+KXG-x6h`vP>4-N_{FDtGWEoqblro?piG2&
zd6~dsEbUk=Tp!x+(tF12Tt0MrjAmX9A5Z&n6FwL=8wR%t-G@F_b8-*O{5QOcu(Rni
zXT3EiE(2AHgJL19Afos6vpaXky|>cT%!u$R(rvZR#Kd3T`Fjxf*ep$yw;LD~okg}8
zeSM{W-rX=PUK38Xiq0?mzGP*?_n_WPTGq7vS@W?x7jKr4l$P$Wjwv8~a9Cb*TNssg
zv>KHs5I=mQz03%1r*j@`emQG%kGMz16Ofx6q76AmDXyx3>mDAcc+jOc{OCZN<dy>o
zj>E7Ky4Df4MS-K(y+ULO8=!+9gqx%O+rT{|&fMZA_=Ow~ZSb>l+mT3N!*+n?7ct+t
z^!4w}-2Z%H9D%MGP6A+=KLlZm*N2|}{P@ghCfe(UL%;zpl~U}&&N2jiir7>ZgDK)t
zVY(7m(INaPvD>|`$%L4?B%;lqi20b1aSVo^G_n1joP2E5Tj#Shvm9q<#Wz2<t+xJ-
z*DtyBkKS(>^U$Nqi$F@t=`}HlMRyV*nqUY*IxB9HG2+3h#<)&3rV(fdAyP6kJlRQ(
z%x?@L6_)=6f-}c1`nb;@fAuCP4ow8%Wmy#cnm;mphlJD|6Me|@S^0+vjB|%f6;>bn
zh}1Tl(tlfBeJ|q2|BCzZ*^K_#1jNA{i4)m<oE?H1jhw(@U3M?5^#EfphyIa1F~bu+
z5(Ppe;nHU|8}vz|#|Gp%5))DIK1ZUySehp)WL^oq*1A@kTi?_tPbDT1cb7?yJ2Qm|
zcW#2rH3#3(Xy#|-HPiCoS6klUV(kuZi^Fj+Vdus8Z3E_OW`%HpDusKGnF(Kfcwvxc
zRtm2o_xaM7e=q*y<GOT;R|DerED)kUF1<YJ?!k$gaEe#x@{JRmwDq4w4chPSqM0>$
zM~Y?nb=NO0z3-uOr5^usoMzSzuOju;5nmmulQ9e(-4c$jNZF*<Pn$b`@2NP=Y#3fe
zPU1;z#o-SsCTM1NObgb!8qug)8L=lHfws_OU)0K%|2n0aJ$My`?j12VojKMKLO-$J
zQ?E|k5X3B+y-|rBE(5jUdrF=b?#!GF1gJv5z|qG8$sHn6_!SXynmkkMQs+I{9?k5<
zyHS(KHz-WvE8mx2wPC?B;yA~)fHV`ztZ3g})C9<`_#T=_Oy>{?*aM6V4^sy6me4$G
z1xnu=wf}m4ag9-$*)*KGd>WzU_v`ok184j6B!nA<i(uj3oq>z`Jl2Y$GRGED^ro|o
z-)Z*KaDvt}KWKnTLcG8vO5CW4b#q~mZ`os?cOg0yVmvndK00lM?2Yjlwvf6?M)4F<
zI4q5vZuVMHb?OZOw>n`PyB)ZiL8;B8jjr@X`C%ypybzZkfjR!gmX<<t%??|Uxpuh&
z6?^^)3H|pUG3o2F5{b-(9X~9p0Cx67BQwR9KXguW_#*t8R$_gXJBp%`*f3Ad!NRdF
zlI++k%E&dpYrVGk>L1C3y(7_9sLJCvn4@eP+cYY8a-(=Cw*M1NCiWqCj{S;mPCK@z
zLC0dv3SLk^<aBXMa~%TWxZMgx%DVg`FFQ{GqF=Ib#LR2uTqbG3&U185j=^pw8A1-_
zMC3Zt_wFbjw{a|_WS?-s!#5ZhDwaJp`}v%P&rvUh+|^t7+p@mq9R(JwO%y9jcC3Xb
z&b0mKHCRR`-I=uZrkzg|ol03OfmHZbt*&{w(oqsg%v+CqbmxWR1le(InJ4}I5YrBA
zMop|F|CGg*TWsCZSu=Av?bLGm;OWJ;uh@XC?AFxzAK$uUDfR70n+D%1%1fNLAA#+r
zl3OV*BfZ&o3yY1Yu!Ml!94-PW4Ol`_x&fDgaFQ_gq(bk$y7#j`{RDk;bN72^H(kxl
z01jIYk_8}*vGgF#N4u3r`{ySgZ*%`Zre8X2C>&IZ*PC1zIH?}&&-f$y?*5O^7#%B^
zgL7y3(v75CT7KapRdXb-dA2S&@Z#HFFnN~GNK<9jJ-Z&S=F+G?Y(V9lb1r>XwdfZf
zuXZn?=ExtyQM2M~2`xJ;g_cy>K3FvV<ejeJB*Gnh!C`qbS)zQl9~1&?U(*@x;a@W4
z+`$(dm~=GC8<NxwmQHB#&6GDr&=B*POzr^hNls?Isd=j!QXGH#!RzxIof=4^%!guD
zdL>XSXn;clr3YB~mh2%qQXIEzU3P1yXS)JDvmt~>2$9u<alwn!Ih9vLe^j}-heqQ#
zDER#am^`F8>AgNtC0ah7x6RX9zFyNTC}L9z+O2xEnqT~^Y38lr3X?og-!b>}^!_pT
zYa--K@r`8XA#{;Zy*mx5kc6b6w|cg_(~twBQeC*(2G!+4-8lDc^A=JUj-#H4r6LX|
ziQ?S#<Xr80>00k9br|XDhYKrzPNIsF4zb-Zpj61XXnj-tvZwoQNyrBuWYpnD`H*2L
z%1KABnk(u&`RZFq#ETBWLfWYC>G4h|aPO7l^UuERW^>LkLhC=p&{#P*$)6`gv1F)Q
z`?aEm6hgm0QsL*%K6_X*9|Dm=&Jxl#cI>tHaK?hguw^)>$%ScLnYU{~=dqf32d|<Q
z4>wIh->yHR@q2sPGQn9peEyinQ2xSKc2nob?!W!@25RP=;h4y9-;8@=I;9-+Yi7G}
zOr%OWFY3@gEx&>Bu6;NZxpLN=zP$Y6M`LL+97he2oiuM%#1<nwaQ)j$itR%lw0T#0
zem&z3T!wVax5KG(hHqT4yekgf;Z-Dq+?2TW<gg_<I4*}*k(%Ls_cq(GqX`V1UBj!$
zLwC8aZhNS0<zbrX3a=uebZL3*aQas;MR(^_)MUyN^-J9jv>09irfABC5W+Rm{(eL+
z{_v7+4{2s!UPalNxil=M>Ei}JS9(~bXEbvFucCA<?wkNq^h)2QSqG*(p_!w36~)2Q
zy1Q>~iDADTAFY|*a9rewntYq(Yg`Ved!1KNBU;*Y@}$|-U>4UlRBuuxXOm_cyb9ac
zsIZ(qabO-+?3V^Hjb;#2IJQNmE|F(GkFl^XI@K9BCL#kuTFI2`%hS>bl4BoB%?=A`
zvcqEEROlk*t-d!U`pXVuM`)%meE8B9^TvvZxBe=L1x)@6A+sed7iFIqxo`J%*cAQY
z6ylZ(oaE|s88_&OGvMN!a0+qnfPZ1tTf2KyPW@Lk;To>cl~b{5b;A9=!C-Vs*9Ke^
zb-2+Vhq@Eq0k@y8!LGduIWj6=O>a_;X=LYy%Mb-!US6K_Klpa1q<b~<VUB>}OKv^I
z0p+hs?RtFvz_Xf3dGA8#C5Q2LM4jR_=FHX1so}$Tt@*`=U#@_ZmMITa|Ipw0DG(#P
zib&C+H{CPuop&}pshQ-|5z>*IyO%e<{N>opB+Z-^UPanPHZA@zzG`DEX}Wz5fx`XC
zest-xU-`H7U#D@?^)#;%3l`$GL(WG)_qOkwUW#oPPdw?=AW3(`b)!GQNX}%|Oa{Pl
z3Y3C6{mtB$E`2>fGs(j#1SRR^vojd@vipURn((Alydt&7zk96d_S_j@O|DEKP^4MD
z_|iKQV|(?|%w^$KBrdmCo4oR+ySy~8?%^9xp2szQ5R{pO`9>}^UWTV*<lHL}*R8K~
zuCUs*A(nb8#CJN}GZ+0JZ!sJ~nOU!Z3mK99Ti;f$-@=iH=^48J)|aI-In_<Y9`ZVC
z)SP8+E?Dc;%%`}XpjMWg(en?_JG%V~X2QNfLdzI3e?sQi98YoqgO`V8o?8Wi#NkdU
zH~PbCF1jaeTdbLHgfoZapTkkV4LO)Hl1NyHtWkc0a61=iO&Ap%%pkYy6@3r&{pfG#
zD{pcHl&q1)kS6h$#&zkrNHd?|bRCYG+$Ze%(|`Zkv~4F%kAJ74vG(9^n(!=CIyS#2
zyyDUacYZWB^Jubi+M)cp=IaD9GI$C97^Ik4=5#puT$|J-^`p~4IIg@OP8u#&-Vxav
zKXM6w64kA|iQ-&;)@3&0$g4HXfBDL#M;*Oq^^fat_5EphN8BwE&ru04WXyr%NNpX8
z*cuEM?y5HlN+uv_7LE`f7Lp%v%+|Qf=B!F^D*iDCkm-nfvcXM;+ag*^*8$a$aL~0v
z-$0zd!#k3=a1p-K<xF}de$mUkQ0(T__sxc~%Au%5CDPyNb!InwW%5*P5sq|Dd?4~Q
zfL~qazHkyt-(yJ^>rN+@22F*`399$Jv~xw>!B8))3mb(CUvh7YY$6|$lWie}FY8t@
zPob#*^L2t(`9xrwNROn@lLY5TeByH61o2;1*k;zsVWg%_PQI8NaTBC?T2hm9<7Y0j
zKBuOt!W+ZcSXOad76}hu=}GRqEOJ)q#wTB)E9t`PZgH87IWCHH;up)O_;Z)Ia#HAW
z7CP+GYnDx@pq)iVupYc41w|x;l^#sux=2+KW3@(vOwE_VxlAyZ%-LvO3$G#>QAiiF
zBvxF=md+(2qQ<_B`E=jrr)NkDvSJ2lM)_g%@LI2)IH{Ta!bvAP67y*e2(Kb|KzhBK
z<e3?Qi{yAgW^-_O71@y-QGDT5h813AMB!CNhF6j33Q1~?3a=uho*MM%@G6on5{f&#
ziX610izmE_#6?y~3a=ue$d0_>Rh;PR;Z-CQIRRww3z<eaB3UIZ-zpN9jPNS5Be5(^
zUw9SgpvUH0MRw#5ui_kZPIwh3F5|<iNL*w`<-(Vmm>L=GAub%$QWML^if4p;sm`G&
z$slcraSv`>-l-Rq{hHxbct@YR^asyXuk~w7oIq=b<06IX`HjQJtbXeO&8!<<MbKSl
zX)v4cDtVyG>$3b4jyNOB+|Lc+$?ow!vmixN&W515*)$w6NornYyUS^4m2@;l{s|B3
zZkpL59Ct2+e{$(DukL*2ljW09g^N!$JWfa4lE3u*oJCLFhvSZAXKRAlXNF3tM9Gk6
zvwb+ad=)?i66*r{_<({>L}5l>>$#t>tY9WC`SD&){_2_RSkTmbIGk%`6|tE(O<4Sq
zB1B$4HDKYG^4ZLiSjcs?b;P1{9rR#PVHiT`6}wR3=K*=Qnob^c)^#$Q565{xs5de|
z)O?hWUo9r7=ZKgDAW(=GfkYrP+k;%(?EWP0{sq~sD9*QCPCJ-j3AI0T%A0*aBRNHB
z;oH1i5Msp61O<Y?`d7Yt*4A%R6mLJ7gh56~G9||%vsxwcYNS=)y6~LFnZvSFsZ}CH
z3C9%b<n-{Fkjrs(v!DG_=E0b1B{5J?1Oaqm;Wa0PQ$mW^^J{b0HE7;l6CvXY3a_$C
z#MWX~93~!#u8@)@y^9dC$4Mw+2Ax(QiHqPZVFgm`CuE#D*DT;2sVZ`Ag-8>&9aTj{
zrYae<h(l3xB>7xUz>|Cel-??*amJ{)4^CHoLo*kL<HDuIE|)&!YMBww-xrOead<~U
zBwHi;#w9F73SG{M@Z709b?u9N24e$T&Y`F|;vLx!!`;Hgw-|`bwP?-`XDNB!<8}8z
zS?5p`E|R6hMF!UYf3hFZ6JhN6wETsgWEsI;=&O*BzPxQ!o^&0#rXAjmYE*)46+>9o
zBQ@JxQXv1W?ZL0;f;XjnkkNHKVh*>e0yZKk2n8Fq_>WJ1<z$fqSN<fH>q#(>uu`d&
zAl}^5D_6buT(dPWgj!*_iu;^Utk_aTVQIkE{U=jjI>0SJ6#5l3Q3T3$rDv1K|Hp->
zs8{cVA&3gS`qG55^B0ZN^p6&9pPKUhLo(DXNGAux58}=;)jh^%(91IgG^3y<>dj06
zLz_BrwY{7Ab^f@oZrN91!W#7al%7}C$!-j~WeHSaKF9p|9lk@OHx-grd`zVVrz)gt
z`ahi`|33I>4vcg>s%=XoIxCHCLnNWJ&5L8Ac;V)Er0FoI(96x}vw3c>6`H<&@sg{a
zE^EnNcBN|96w^1+o7n(?LOjc=E2z<!SPzlGmh_#0q3IvbIPl)$g?M=9!M&Fb7XRL>
zhI2bG3Y6zmOZEBEkP<Z5g4$(KyGCWs+_(SUJMg~K2lci+n95Ai4p&L2T9&`EK}PdH
z6g|Jh@nO#rsX3SSO&%v$o>~3aoIi>#17*9CZ|H<9lcu~TGK8~2-_!Mx9+R)(;he9#
z)$<*_vp+-rS;BE4iYqre9xap4s%3a4;Q6zHKnXSol3pk1;Ll1o=<Oagq1;2VFWyHA
z4#{|QU?R+qsl+n&Nq5wduxT3>oJo(60CW$Gnicw&`yOtyDJ?_OV|N)p|D5?H8(kWJ
zo9R?=W(nR#!+nURgnJm{Qt!2%F%3uWqHBB}rAgLgyj#ThA7Q2x%i<<^3M6+`LvK{*
zqe^u7>0@8ArjH0LnmsLjn`muxh#(wUV?vQ$J5o`aSIl+2M?ct7(|b+pFs)8mxKH1V
z&QRqlxQ7+`@_E^2%NG3+t$6=T&pj(P$f-3a(=Z-Jfnh5|vfeMgZT#gdO^-RXv|p!7
z+t{0Lj1?$QJrE_vLGJYEXhmgoM1`KUJRxU764utYr;kVNsQ;c=Tfvv8oyEz9A1Q9p
ztT7@MS)qS8`uVm$HtnhD#ux8aAMwmGh2Nuu-xQ9Y>gLk}$*0;~9ii#%CqMS%`iCg`
z(i(FCb;OLD(+DO#WQH*-9D0<_Jp1<>(VE`;nJ!gxe_W<us;8`KR_eU#^IS0dc=zE&
zYkwqvIW9WxDTU$HW)no~)Qx1n?w%k{PbAD`%ZwH}U+sTPiSu7<1b@HUn^Icd`L|n+
zHTYTxjXa5d7}@W^-^`h4td}{Mdaiqm28c_)wD$Qj-?o->VoU{h2)VVC>QkX-Pnmb|
zY~vDm=<KY&;nf{gG;<6MIf7xqQTgut4DXz7wKQv!Y%Wn@a?~_9iPS>dGUT?dAK&?a
zrZ4UnnN_jvG$p9ckZ38-!c(m0yzCqr`|jlO|6GjM^!wT*)Gs!6yk>3$h9OMsIq=58
z>Id=0S-`ty`%S-RDO3owIg6u0Cj)~Di=(@0dMo{v>(76gt6n9f%T@Cu4!?l<f*XwT
z03E32#v5b^pC*@3_28Rrk)?e<?d_dQ5ei+r@y%Mf*&V?hjxjju$UZ30+I$a)f#cM|
zee918j~<u-uHQNBo~Q5f#^(joQAfh07;JNEILvZA+$WE?5I^1QjYdBv5ABl|Oh+9F
zlNN>fHqp+G=g`x?-FAIrFHPUva#j1<2bbmr(@{sl+)Oav=P=b{bN{rg+wfxlfr!bD
z+}(C!lc9>0exzOaLq2~6)R*x4P~7vfaGY00A4@&ZxwNK>51GY5(O>)|>qwaDsmDmR
zn0Pq+@Ff%bl)2hZ)7>YhPhUYVVTvpc1e32iM;!^19zQfUh2yz()W4^?O&WvXeBY~o
zt@)EA*&BT93QtEJ3G*z$<obk>032AMbJvQ-n*5k#&cP&Ly%kVL!YoaD4bu`xy3>LP
zVTN@HpAWq$5rh>VldLU{EhKX`??@pps>%AYqbTZ#y#`5#i;zyZDguG=%Btj1o?(<P
z!?D^NbtGWgEzL&=5jz*ZaD7Dm&U-p*dXM9)QWLZ0=LOSIN5WJxmU9H3ZGIO5f1)iD
zT6NcF)B#LRY4&qIbtKIBgeT`*TYdhxU=2;beZjLolpeDfFj0>L_fq`BVLIwanCcnP
zNFD}Gjr2})kH7x(JJ<^nU->Df{`yA&b3OhpU{buevyOzhmGI<T#=RGtP<?s&6laA=
zVl$jfEBF=;pQ>_8qNBcqza8+!yRNvAg=;w1FPMKmGI7Kb3@W5ySz5egpSuZ0Wwrs?
zKwy9cG?oZZV{-vx7+ZaQc1F+>cWONBlANvxVt4-)#wlsr77ODW!Yv9}2l3u+QVxI3
z#pa+S%^Un&wue2_OUjl(4b5jbUP@2rr%l{}^JDN4mn6bZ)KMAu&>|%-z2jr+#L-9&
zo*J18!#m-yzj0X(VP{;E%nyK42uw#E39|xmz{^xW(#A2|OtC;%rWOFE#f42!m2-)s
zj)X~PA=Ah4q~i}i13j^}-l*&mP=3GDW+Z>QK1b~%ol!qf-O^Oq`^_K<Q%*350szPk
z34r+=>(J;zswx$FaB=43)F+_=7OQmi_r~ofU@39J6jVpTq^DH*=4MX-)4Tfho1UyX
zQqv#Z?GHvAd>1h1QNQ*CFpfGBrdn=xn77>WbGLtIbkOu!4W@NGca~r}lFB&hNSGfH
zo;iH%_tM5fh5q^4iS;h;FR#fDS`q53*SM?oa`vs1oGCN;)&{<m2Dg%>0AGn?V9xf_
zfv*5~vVV0HkF@El+y@SmJ@2hyXIHJJL@tjpIu%q$!c>Yyr0vyP9tzrB(@ULyZ_ZDv
z9so@1D4~=OM;!_CDA9?Dx=7n`tM2YCffJkNYWjy=4y=wHvllQe9ti+lg9?4q_qR4(
zd0{*Piq5?|IydkR9VKp~U-#f>jq|AWM0F;e^%@fQQK8?v`e>s+v!`qNwuknv>i^5<
zN=<G<Cy=sT@sfyTma);KVcW~T*IPh&U2F`m^4XcLYLQf@R^^e_2@ipbwV{qGj&^d~
z)Xsc~Xm6jNQPF#=wp>0KkLWI`{LHfH4@+9waB<X;FzF0sJ{}IU=0U&f=)C%x{%%Uw
zQG*x2IAUf}9s3%-mRmOBeB@0y>XeGv{z8vrc%<?wN@xl*p#EIBXP@eGrU?<w8KBAT
z@R&oQJrIEi5~!Mq_gh#-a<{03v42Z~iwgbw8tu0KFtwO?lZ(Fyy%a5jJ@Ip(lHcnw
zlkm`bPA0q60sgVnmI_^FX5l#z{w7ZtM;sr$+0261jR&w6@dh{2n5TR2V4Fn84zf|j
zPpc;$hyNw_J^!6;Duj-?oQf4FLUz{QAKg3lOcP`Sd1dgA{g1TK*?CGW?FJ4r4tv5o
z$=@m+$K4#50qr}XbmZbY=XJajY7-Mpq?kY$FYF*(Owdc>e!HBoZ5-U7j7XV-{nos{
zsv>zo+Tb;H;%4QrfT@cjfGFrQ6hY~Jm|cDUgZ<8V7&ka5PRL<|i21pnrm(czo#`Eq
zebug!$oKL1{myTsBshKh#T5Ay@XV^a6B&3Z^=_a%Fobm(8jqP9LP5E;3Y`E@9my*c
zRMRsa3BXu#3^yL@^<<F^ImmX^bu`n?$-x`xA}RrsqoI;<J1{cyuP&0O(0W~s`a#M8
z=u``(79>7MJ5h{O$1z!kuN7r04V@s-Sh{eDUJc5%B6?MRk9THMVm&0*5g)WO5tc>=
zSwDiM3g`L4MKxJp!dLYpZS^1D^X1!by@=J#Bl{yrf;z*F!~-ZGzA=sFH^O?)QOO}0
zKqv$fs6#mejY}x_xa^Z9)i!adWWJ4hn9rR=d@8IYRe!nksWWn~)~@|8Tj^}*8lg~%
zFR~Ch%{BHi@JM$rsq@wk^}`nX9dd!vgCck}hb>HO<!;QCyH8wqgfxb%RI(76ROtLr
zhI|Cv<WntlrM3zI%-21^914A*PuvL8lLas35XfqVWqtvkAgLtV`PeY~(J<*8$)1o7
zS)KAqN_<Q*w{rR^;VXU$Nu#-zMnp@LF9^F9%Y_k=zi?IcIJDT8IZU?RsIZPFwmOo%
z{=_aGC<|oABd!3JK|5r5S-1D<&hK9wSpr*~Bk8B34j?<D20e*MBx8trfr>CBW>ek;
zuAIT97(=|Xou*6X+Y%qNY`#OQ;9%4VMA1ygTd90Pm`?gth!0@lxO(6zC71whK;TNp
z;KB%R{sEH8a4vlX#Ro9h0o;OgZ54<Z;`PuIsw(N6a6gisDOP=>JY$0)ECipmQH#!T
zs1R+Mu{M2>ty(u(o4WV|e=bp6<w@@#w5dg0QJwHAHHZcG0<$mhzpRih4)Oyu=~eKR
zW8Qu+B6^X%7U#)gx&0}5Y@pI0>m9jRydxLgJqFz$rS7S)cn)5#>iX5}jNt^^Q_~7;
zD#f#AXs9$7z5up}JhJqxn7JAaS=PZog+cVXyxAk&ORrd=q2h8e_tt=4W0L11qERC%
z)}R2lB@>4G@NGRW0UK}3_&zVx7@Wk^P_;GO=GYqKRgv4x@@4Q$m2NloieMsv{hq*@
zN4_)lW&oSH@=(saB?!l&ONtOo`4HhSHh2H~TfTm_jP!X|gW((Pc9%Z+#Xk;r?i<16
z3meRJqF)(o(>Tbm6|0zpOJ&3so$FKc<nP^X!-^e9qqb9ti*Wc;&;6j!-leJkN)KSw
zH{b2y0W3m=Faxv(xRh_oM-xi}rb4=!TQ54CgnAVy(-n&xnyZV?kE4y;P<i~ypQK_s
z7A)Og6d0w->9`mPGOR>)W^X>+@U;f7ZXv{+vmq|8b)LxXY96_bWk)>jk8f%;8$t42
zgz}3hNr?N*BrmtyLn$*Jz8gGCh2AbMKCAu=B)vR&$A-UNuZuG}2&x#(sW3`L!<)Mn
zT<};y5J{jjd?=>^;e%LV_GqKT$9xgL7`<?)(MSE}xwHB@T+|+JJx+i6+Pz`>Z4(FM
zyGejk0VSWa9jQl(?>J8(Ea>{8{jaWnznKPX)c9Hy08b2$p-JoLX<%ud0A=;!o0s?T
z=imr1qeS}U%S$L^xQIYQ#!iGw!?8H{79i^fu6+<#J*=6gw>Udt{^6J7LoqFICInO(
zI^BTrYcTG}a$c}tF{ZlL2p6+Hw(HQd;AS#$sC}E2M<ek;+;N(Ci*_Z<C3a^wF1meY
zHWFxK(T6N&(MT5`#0k{e{EdpU;k`)>jz3Rb3?gC=glh;)M;!svAk6~jb3zH~LIyj0
zG@wyYp*KS&z)ekW)%4$g9iUI?ic2Z1YDYo@oYaIbp`S4pv{Sm$43q>^;IWk8QK8qq
zm~?Bc56WtKRzli>#m8#WWL-c_<2qH3asv``3iLDMq7q2r?4##Sd*Y9OZn;c52x~VO
z+77oZMg(V4H<S-re<Nkqj;0SG|9G{3nl5T^un{rZDcW$_fo%d+i2M+=NV$ZxRDQgl
z04}Axwk9F1-<|vG_A!r_!}aOE^`CF`T}>vZiT=jBC@e!}a2D17o9gp;-fPH8GGt}r
zdAqJbT_aT+<EEeUsUzus9CZR^`I?4+1s^pa$W-Xprhh!XbbU~(+oa<=CQPl!qzuD^
zia=R*JoBb`>10<xE7=!gqJIcCdoOd3jc@hKo45}6=#@7|4UBKfWC!boc*8tL_3iK-
z^(Fk0q<WSDb-kJ6LKcMZ4YLg0=Rl(T1K~x4zXaQwz?Mnzi*ts}4*L1+vs|s`;gYu3
z!#9syd!Pq+pBrWhssq5zIB0jG&zCJNAWR($RL4;8kXs5eTX>VjSr`LTM<a1FVQC%*
zFfd{g&`a&TTsOpiB|gLnOR={+vxyHm_BIh1du1j3+1)=G2o!v|@rp%0$vhd3gQE`7
zz+sNa%%=UB4)%?}e#qNR3nkH)o$B{y!BxQ6ToH?a3cd8k!+|HB9;E3zrry+d`R0*~
zGfU7~oQbXjk%pg~3nGkvfj%qr+-Dm!Ub?*vT#1&KU;5P-chQoh20^+E4n%UFn+Rh|
zSu~(R-*fYwD?W~a()HuwIxnx?5zm$(>w?5!pbS~dl5lzeEwBR?V};&w;C-Wij{`4n
zoAh$e2dD5y0;rKuhZ<GHZpY4>Y3^jNHw)9G)C#GNbM2Nq@fm^!F%)TMo^+xP+8m+o
zsL-n)__J$Z{#B%zXPJ*n(x7&coH<Q$rd$eqGh#dtjg;%|E^0-ErSHRqhi4&*(9E6T
z@>;5s;))1>Zv!4i8b}kUs4RsRN^0X40#fI3<0XKSGfSR7*AGFPV(2v2(}5F2Z;CO&
zot4D2;1IfSu7Y;S+4mEsgUhKlOM$px4K>l}^Y5&XItQxJsJFTtdg5Q)mzWi(PK4Q(
zC_sf3um}pAx@qC=sB!fEE+5|Am`Z!vci{lfE?K}&=ZK%E(EpvaE%(-8=%(THWuGkB
zmc!VCwuIn78c#*b-GU!U!MwI(luW`YJ|?x`8>~UA%`DEbZ9>>mA<t*>1J$V~b~tcW
zmj`I^A*y5H<N=+l=7=U0A69jv6qv#ZU7Wq-Axu;slV^2)nEgzJ{*hz}L*6b-<Q*!X
z?R^kv4q@V`LonG|9zdjzVBVLJ#?%IwD=PHoAAKb4r>&2}a{cGLP5qC;y<?@dwqiiW
zKs}N(SSx&iF$bAUmU-4l3e}9n!#Vm}qk9f-{6NqpI7`hH7s&D@g#&q>LeQP{dX#Z9
zArL_e6%4B0Pm!)oHBT@FpBR)L^DxGv2$af5qg1bG5ld4_g&udTcBZ!#EXYD8h@eG<
zn+%QR+RRTRVc4SXKwMwaokBjVio-`On5;Lr8@_t!Ifv5T+&6)AC02b9?r-?jS%mRd
zc_2lF{>H?=mo#gasp*wdGV6R1H(jo&9(3IkMMHG^GQ~nt?FO`dA#KsJu`oO){%~!2
z?o8S4KGrT7>Zv;g#vLCSkd0X+OR3QJf7#$UV>qs2X7zq|Y0_%S31Xo~BB~O(cDOVB
z)-4kWKt(IA4#1Wwl9-@rb-)Zh2ucQOxapOQ-0W0f%bjcK!Fm8tvRdX4;cMo+%d8f@
zXr%<@9|0w{?m*Q*Ikw@zazBooPnr(GsHo6yPhJzXs=~7fG@s#K|Jai+Kzc<o&^8Iz
z`{CTGjc&Ui-n8G`yL3t_#q%)sH|wFMc@wYRAQ~X4&<{j@`B#~qPigw`HPzwYv_LaU
z^D1hu^VT_bZ>@JQ2OTCKeWuCR%wd@ATHA@;*j8r=de#LM`pAphe_3=-UGc_F11SJa
zC1>m_o6GSvDrPy4mF=h_R<>D&hE|sFj<oI3M`~=lK77MeP4Aezu;ilI^O)+$B*A`~
z$ug9hj`{aQ7?;tO75e6rbN*eJhQUtU)uPMOUp!2F&D#7#ZAxRVttQ*Ci5gVsl}|UC
zzTte1rXTs_%&-sdn5voe2^G7RC4;PlN``&Uk<wUC_ffKI=1ChU<u>U5L!gKo3(F7W
znBtl$Y(R`_U`qxSF42If(0RB=oTeXZwf@wsLp~<nm>R&gW$waj+yD3PzOP*GtMKXJ
z3G%DRl{2~=2v7k|-5Kgxr3izb-C%{@X!<`7Rjvk?w%2~1G<WSlpHhk1p^n)e1rSq|
z{$WVz+<O+qYWkUbU%Ax(PIAh*o9ft=kxA1d|15bk-V~_tex<?BrqMG=W>1VYNX7-{
zb%Bh68hNrz_M^>ylQL{JNsD?UE$|ov{J|l>xqm!%U=MS@vXA76FVp{NRRx$uFCM;j
zSCC~nbmUm`n7T-xU@U@&bYdfRSe@VD{>G+@b~oGRX<q|jo9B+ab~i^Ixdu8AkvnoC
zE8eWofAcc`r@fFJv`^`|Jy*eH)hYR<Nm(TEHM_BSu+43JOua`c%z)R2KQ`&<j#nO%
zOz{|md!Q_=Dqb@i0vs}UKZF7+^bv>GZa(|M?J%hP*6FEzvna<L6Qm&~I<)~wG=x=A
zC<Dgb0LgWYNSm0IHZt)cMTQc^;wS5JW3gN@!Sif6!x|5sAO%d}A+8+t)!pwObNDWD
zYP*Z`WdU_0u1e9d!xY-7<u$fHuc>v^5mRfBoHg6BspV3fiP$;695|VFH?oejk8D_}
z-RW*hZ;2wcp)}4omRMGJOFiKE#*a;SxE7KZIJDnp&D&ppu_6o%r=z1=-1lxR&8)&l
zue5khRaB|)*=L`;Ii<E{_T*J|(yF9F9;K~B7}rSCxxwr;Ax~;rF&sfe*;reS8#zoM
zE11=Z3hT-ZZlBrLU#`*OP+Pg>7|+@G=Ln%lg-Z1$_G`&M1=NvqLNqq}@;OoT<;S$$
zF8%XeXG=7Vyo`DN8l8toaYr2qlTLwVR5(nTmq>UqPIB%qjye)1>9FR_;V}7H!{Zaz
zS7q!Q`amP_xWx!+ERH$^lZh`fM41;+;Cka_qGuf7>(QG_l>6gS6-|Gn+^_q;ci*in
zHDq})>DjUnI!M1io^0wDmw5}JX;*Y*lC)F(AAWw!9y%_X%>c*Piy}}n3CCW%zLo4v
z@gQ>$v(C}(XWw|`Ah_M^3hoLDOR{3c!6A8~Nr}&b*)&4t3uf06!!CcmCm)a73AICn
zT2*G8$nYek;`W$7K?<~#T;iG`+zUkldkl<SgLkB(c}19Ck$DY6L;G~n{ne~Us_|?(
z=V^<JMweV`h{Tg*Ib<-LO-PTVY2ln$3d@2Lv@L3vN7^Q7f8nh8quQv*@M->z0unNo
zKvH4dawB)$$Dd66w^Di7bb&-A)G{`ac3qPhrhF3&uOH4i;|#n4o6p@DB0$AzaOPVT
z9s+usoPV|seCnc0NEt;8d1)nLw<L>_5*vts@sVVEHCq2vSVqtanx)(0l{{d6GkyuC
zVqk&t<lsU^Ud~1Zw38i`r;Z}YIE|iy9-@(l$j+bPi$rY6!8RWrp9|}#c_02B!Ude}
z2+|b3B|v5lAOzPDGNqA6jGP8Trk`&T@FC?Kw3McwHTjsDltSDMh>sQn&=)JL7*Sjp
z#J>5-!s9<M<21D}dScjtGJan=(}zOZ$W+$3FI@Yv<v@1Hpv+Asy%q?vDvQZqX(MKT
zei7P!piaMQp7Z3S)&pIHU@mrbz2uIAAIzJHG*FIxg@+o#J~m$4+<##udi#K%ymT5|
zMYrFRLXVeAQ<q`{z8aCpyV*?>pM3n!+m-BZM1<hZ+rjq$#!SZ_ti(K+9o}UmlT}Q%
z5#yK%G{6WO-*8@plZp5MW~@3*zxe>KPV>$upF4nEbm`(lvP);G!@Z4-akOHn(2WkC
zwbz!{(ex`5W|s(-?gILaW-tq?BVnprhDf6f!K6apHos=8H`cY#^r&CzrlfX_Rt%^N
z|7DghPZ=4F<<O*3Y)#|X9VB0gH_ZD9O@1^8Zlyoa%YyoM|8zh2%82R+5gWPa>ykzT
zQ9Zbxs#qdY=>YPcQ<#21G{&o6*{ZWA3mJ4SOmHp2-%@R+=5Pr*4@4%V!-WuRr=+N`
zM_aRU%7xYJG$%5bL%j7zS7Jsl8rT8Q2h&>sAkfxnglBJq7)hj5(J_tPmX#6;q)|Nr
zl&3<Ef7`sXbxXWsxN%j}`X?TE6_j`EZ2VpqNo+6d9gUX>yAUaNfGk0Blodw_g`hNQ
zy*A|9g6u;LXk{>K%Lbf00uiudkUhH;p+JS+C-Zgx(qjl9*>YiirIYnuWwgwpvB%S@
zFJ<`20s>;H*^(H2FzbD@_N^`0l3;y&2}a=0>8jI`jd<cNT#tR?*{&}>dy8h?j*dd;
zD>N)C$fBx3CyLO4L7r?Vk;XXm#0twkoT%wt%I}{)wD@MwusMTjv+*4M;y}yC#|}Zl
z+sKaH7e}qqoadI*4G+IqDhgGuR~~nw;^kLV$7jF;fzl9`?1s&*tMeUct9Z4!D%&G^
z(zM)!B2b^bEzS%`*{OJC98O#5xo+Larb!?Jd=silg|x_8=XKk#k5cbt@j^LbdBYFv
z+q%rT<+j=PYWfRHhSz)Z?G&lkn{>)I$qOHItq%B(`oz4Q!*7H`Q*y#)<<BOanoM9x
zY4*(4!3WR_{3+5s8Hvdr1Uoa2A68i7fL!An??qa0<`f_lq~uv5=7l_j@~KZUi|U(?
zQDHfbQ<hf#{%-Eo_wRpWAaXMf`95%UXpO#@^^N!u!!4i=4cC$STI6a7zCojb>ndiN
zZjTMd(NyRc5?a)F@hEPOwf2izHeZi`Qb-TSO*(sF!l1W_%-aA8s?|d@JZ5C%tFk68
z_v>GtHRq3;v51{k9WUI#Nb>xR5yP*Yt_cy1ft#TSgVI;B!n#Yv25@@h#>!9p(vbMn
z>0deCV`h?fHfg0(Xj~P+hPWygf5%)Y=99_=m)hi~XXQvLpbpK?T$;~~1iri*?!)99
zAMU9q^cDG3DDeTcGv`t9G>VXg;HXc-b6oIY&M-O}+#}R`1r{Jq>KL*=lTAzA;ynF8
zWPI}!@X6%|zcde?N?=RmS;G4XjyFv|zheQJUycBosj!|p>WHP)_-LDpsUt~@QZs|`
zB;UY-2>@ZffWPYZtQs``>!a{`{r2<3(p|2%WYUA`n~SM<9tF@+;0L^)S*7-wQ4m@k
z`%nJvhb)Pf@fc=0P$nkb<M$88CT8Dzq`86bl82bHI3OEza1@60STL+Xh5p=M|9W2S
z-AB_CYJGa`-aYh&As+&{Ee6WOWsz}<`SPi4o+n0b10#CMv8cB%^pwM%1c+ka4tIz{
zS}e}rCrQU-RHEo3u{SAez{{@8<c~G@&5V0$mtLWBLkXR%NCJ8TA}SU7l)DGL)^!Vz
z;qNE*k^{&^b@C*_N@cztMkcZ^F;9z`)GrnKhzmVW&eLjRoqQ9_y{l$>+1Gs4SCDxE
zt-v4j-P>pPT{<2*(8l|>kGSpryJcT9sJi7lpq>QH8nnK_)GvZA{j9D(zUE2^3H?U}
z-R5y9A3Wu*UKi!e-9#H^xvt5$A>zR(@K>fGP+<`j=dl4tUr4{dbv4OU!B2@s++D}0
zMWTTUoxi6C@`{g1)^r3Zs2C?r%e{rKmT~Y_1j`rDoR&D_;gvL~RVcv2?SL68^oy(L
z#jqZl9z43G_Pe78DjueTtu_0`om8I+`A(=V9uW}CLWW_QPP`nJExp6obSj;LGZ@}1
z75?Y~x!`UZo46*m6fc~wo+lEm17yA4?}wY;ycMxnC;F9KoV2g9!jp{1*4zdcQ2h;5
zfByHKx9(p6o7Ic0xBj-|_R5kK_E~r`?={JM6g{Y%ujM&Y7?>rV2MEt7NcH3#?Bz)?
zM}V3YX!5Agw`QFGdbqC@+yox{wAdfzVG|LPcaj=b$7v?RHx4F@oGcim;oS=76ii<M
z07TE`W*X+ZC_*|s)qHTbCbRFxy~~!X;}5(PCp$FO0-r$SuuO=DkRBW@L=OxL=w`GG
z(Z}9W7?c~Ft=}>1t=f+r9H!~@TJEoLpbYL+%$EocyGv22w?BCLj}!2Fi&?!qZqS_>
zlH6&8HeY$cF*G|L;1Bw9|Nc;~?LK5;SpDwPduON6d(q}GARP1(nJRQga12GG#K53}
zjnig|kiI*MFE)I=?)zllVGYf<z?^|vJ)z~s=fZC_BOHX<1i3YHrttrrDL@#MhBi=h
zfESJ&=r%cj2;wZRAFb2)(?2Jbp}}?r;z3Hw6e!=rZUYJWXwW-p(9%RuwQ1VT-wtGw
zkeV5zu~!Ak48<j`6)c-UOOFa&M(#{m{n~K%=%z#{*5(8=9Emmqe91YKn#882b0l$-
zFRVSHWd%%ZpsHxu0~v1cwh!YHn>HbbC_Y5%2GqKuXdRDm9#01P{enhGh2^aa4-KAx
z>`#|?0CN>pp~A|1cN8ggS+E;BhE@denZOK`8sISzVg;b81s?;F@DBLl!wq{@G|A)1
zOl~Pb{^H#98Wq2~P@X7NnOKS}6POfO%3`FYCzf!b!tx_QGtu5^W{$y>1tJE53xNrH
zkB$n<fCpRH^>uyc968fkbYnE30ep%^sIHhznhp7B_dGEhVZ{=O2TH}|WM}1sT6|;+
z{($IJ+2S5F3zY21o~l&%%S%%3h48nm9!J$n^hp6aMW{^)3<8k@JV~Z6qyd+N8}Q0B
zy&-V$F9|+{8k8k}qVDihOABcvct#qn#Gp-TR33{I3Z`hLXqDH(WVD({%_2q^%-=~3
z#&Ovrx?!<qkvGu6Yt%uxp1A7l!y>0cMk6h-+&ETQ&N!uF50sC_;?XljXX*$q=kcwa
zE%ywWQ&KkjmW_ti9l9yP=*d+yP`bO3>1ZO2gW^LFpg0M`vcobxW^U0NQBYhU5^IEc
z0IPur;MNLRAX(skY7iwvK`bS;DAIsPumvKAVgn78?YtwnCUR4EF-fs0)F7fij<6vU
zBYE@FXJ@wkXw^B1*lbommOJbyevx;n{8lVd!heC)ALI%1>&TbCR#E-Z{k*x9`xYoE
zTIJhh6E!IV;wD=YqS{DC;f>jr#@L=24XRLHB`lYrUVk>?i85$6w@F($riQL{KY!Rw
z$rm!V21@a^MMLpUCh%xQqyA13kW{GXi}EXONqs<5RMx0|>0VrWM-#=$`EtxK(FBT5
zUfhpJ3qe7_%A`L8BIBWJ5wj??cppx=Z9GB^N`cZ)&Wbkh*$gWR)<QClkS20!_(?$t
z*Pp0K$!O-MRfKW>Le)#eg$_AiDs_%P?J~3r#=`(!G|I+Oo9d!XpOomFY#)z|&3i!4
zoNw_;)V9lV$vi~uBjb}`>?&G^)2KmI9FFSgo?K@;K8>MD7Gvs#)UKLsH-_qBq!`R8
zwFxmD6&4rd(R>9pufzIFzF{EZO@^b?4;8w6oGrOWs(W9bhNQ{GVX3lfccc~>gadrE
zspmlwaNf^#U;6Cd+;SvFsEu)v1a+DILxu^pRh=}Yai+@EmCx4sp|U38rj&})@6**&
zn@5z^^qObNrB7?$g1{oUr&w?a3StLr%|pDjorjYNtA^WrF41(dHm^{d$et!;GjhtO
zRd}cCjol0OA7&?BYG70%+-nR&_BNc0;9ouvEr%mIDEwt?2h)OJ48Rc5M=L;B!5D!U
zhCYZv59wL1S0S}U!`rFn3Ng^LdfDFMeh)~QR49e(@ii}v%oy21zH_dQYeK`dj{T%E
z74{5`^|FR{LXwwRP{_u{<3}rq4Xp>gAQ>_SscVT3kh=sJl0}mQDvO2#ec3&IIZQSv
zc_ojOJVJ=Yno!$d2b!uXqOIT7IF@KYg^c~QYhkSMz0|mxXdIu5aFq#8yd~|$2k^d!
zfFGgerQ>rm5^-IEp(?L%dDZgHQ_Y$`wYi~uI$j~gi2y~Pn?tG+!`8rL2I-zKP>D3>
zp{6I(k2}hYu;nfAkV?0BbzVUiuIAQZ;ait@YlP)<ph6dymHLZMJ?N`{M<>m!hwd>9
z1%(T6WH>$-)A{z)jm)2nu78<LfdX{J)vvnSlp|l4I_=YTxlKqUP!n#`tH=~RtV1vI
zHnA;9btW%u_*ERGwcsr`p?RQuf1fW)b*M-!6Rz$)`Q9rhx3aq))*)Hz0+plvxtU3!
zZNoVqH_Af~48Jz2+D#JK?Igs=)B$oRCX`nlUmd*<F?tcQdT-jGpfJL<0uBtM)2IU-
z7v)<-1RC61ttVX+&4eSFyp9DcG{T^R|1bvYiI<CW*w)$v|Ia17SVFo@aiJy#JLZ%h
z>Pz!x%G0G9fiTGE_ZQ2#|ARs7l*gKp^)wLa9>R~o3VSJe`5h*+1F;4_p@A@NDzu~z
zpZKswVlZ=SWPdnnkW5h4P-W6e-Px=4#A=#&sz&hzA1V@9ZF}jPW!rbvB&tV)5W!YN
zol-pD7(i880q$CUTC`|}n=VvE6{R%_{H)v4QUsJ8K`GT!pd5ui_xE{tGEQacm8hH^
zaP@_;-!KNCR>6gYN@Zm}k!=+vrRk;P)HUt0UuL-uSliRo7ID)_X&zm5s>UxJ{lq(4
z7OKXRG-u^VPnX@PR?@xxuc=>T|J@)`4A7wL;(>}it;902rP^$z+w48Ko!tDnMAZ0(
zT1E{*43#k<k9N`{e&|2b?tS@Q7C%D+G%68EqheBhP(o!pwFtQmzQd*SWEq!e-LrNq
zo*;_bW@I}>P`R+APmJ|Gkzz+)1^c!50O;NzckmF=ywtEEeYi@X_(ER2aCN<sCf*`a
zl;yBs?-v)i0NNMujOIk2$X>`xLHC+V@h4VT3EsetJifR&NqW}ca49q>O(#F(VL}sy
zxU@d4YLWTq%JSD-;vsv52KP_FGoF=>z5C|RYnl*L@?<bi5xJ|!a#2Kz2>cq8yaV95
z8`1@r?Qkg)A7(i;3|S;1$AbRZ;l$JN?bwNO2t*xA0~{zdguOtA778hjH-Z7g#k+V#
zM2R5o5&|D(9${IZ@V*O_Gnuf9a?{cq?lto<so6qnKz7!S-4vEqP1JIgn;`f1i;_>@
zmL)n-q3`|TP?_j!i1*BTuVu};Kf5&ZYfc5lXMDH)1h2r396qRYYH?agEK@=nF;Urg
zTb2aH)N&E^JJKL+L|fU&SPAffDA_2UP5e>f6)LP4eVF(cmaRLd`)^g{Q@jeajEWKK
zOgzP_s_?}R7Ue<Oq<(<Hm?<*tu)?}*|J9{;npyf>soP-^bnz;L2FFFZ6Y?|&wJ}py
z`V@Roo==7fCfjgXnc()Or=-BhOzL73`U{lq(Z45&%@8h<6c-<0ksgHkH$=QDOyVaG
z@s7<ga38?aOsEws?M)p0k`VrUV2Vqn>cuzDV)6lDML{kHj=S_0E!Gu#HR>kf(q4oD
z5BlbtPN>4DR<D#y;sYGR8na}nW!dHoC7*Ueg_IQ7;sZVQL65<0#AeK@%UY<Ba_Yd~
z^TDc$)%PALu9?00NYyZ;W^r!Ro7EQnTm!sYM1M|l+hJOL3h6cxgLt&0>Rc)Y;sfZC
zGk0(}p<6K)nHF*~)4a)jGQ%yjQgsm@R!esA6sS5Pz89o2+)4e}y*-)9Jl;}?4}K6p
zJ}Qw7!fI{IBHpM-(t{wxvqz9YV6~39Y=RT%r)&PLbM8PLno`2pU{TvuU>QyWi-t5-
z-AY4|=wH0hOtCR071Fy?&owXZ8u<|UC|zk+@N$ta2jkigMk<{BurQ3iKnj6Vw6RAg
zCE<3#XAUx9SunFHHe7Ag(vyfshqA!<ArU}_abi>8gzC(Bj0$~p?O>1JCja5mGvhkk
z^5B<u(fHHR70XQ@sL*@p&_O-Kc@7Piq7C1_gu}7r;(jX$Kx!EL6IB9LyL;GL#C*Y|
zCr(dlF>o%03#Rz6x;0362clqQ%|UdSiS<Bw^HJ)R3MC2oWpq7(uCavLRmOgn>PyCP
zFFHNlH=easl#%Bau>*)c?;$3+$zm^W@(@p^?gfl^qyd79mnV@4BDH*^>LrfI0uH6s
zg1^TQ<YUW?P9c8}`^3obrH<}L4%{(1N}|qU>Z?%#A)0H>qk>{e63Al)_Y-9nO`^B)
zAT7nx(TPYk!Fp7P%ALAyt%}o<i$jg3T;@PZK^3x8Pi#A^^=&JeL7j3|2HVjrmZpU>
zY)F4JQMLoA>5TeiTF#6nP=+!%)W`_T5*0E{f_`OMuW`k0VN5j+mCQ$pLRH<|?&?c3
zyuA^ujcpwrD71yB)5pg*ZMtX&%lyY$GaaUytu=IwEST0q_X%MOvHYvHll_L82S21C
zRkStl%e+X!i2>0m><TM+OOqTP0~M_+$nH6CCnrh=>A_M{rvY<gIpVz{CdVvnHY$eZ
zmijc9J-1X$y1_RjWtkEZLl@7<ixw9Ek1hcG*?EpmGGE81QeS)WT^PM`IQ121{(i)d
zF8xpwPnR;!kg9&AeGx?tZNms1&-RkLRfx!FLW8A3dE^O}v|gbKx~WP!(W6=a#QRRf
zBaC5B$K_96gnJ=IH-YA$AF5!PBGSNsVK^Hb0xTM|PShU4`72aCr^_nSO_Zs`?~&c`
z>lU(4HO=dej5VD>d{-%zF`K=q8kE>}^qLobX<GTC(((~_r4_EeZ_nV0DacEA;l!mk
z&TZ%b{Rv=!yE?eam)sTU%?F7OmZAt$ib?k&H;~>33)RDofNC$1y5T$HH*|YoW-THa
zYx*lSrTaavmE10bS~7u%_z=w+(2y&*nJ`lgl^V<kj05!HV(kuZi(}%5_1Be{y+VH@
z0}e#V(psQ)OsQb-2x^2BSTBq{N7GM*bS2g=k9+2NpnOfud<cU8-gi+IDs-Nu6u~pX
zA9`g;a~djH<}*teqlvmD=IjRL^vNR+w>-F>*_CG!K(@##Vyn)eQ<FUUtC{0>UpRo|
z+@G}Y^+R=uw$##~0S78Ec0{vm+4LxZr9z4VYoog45|5>+Ntb%{h!eBSiOrckjC|FY
zE^AHz*J2oCJZ6PnxBSq`15RVd<&F+?@GJ82%t45t8wP>QY+9bgJTNffZ_)H8^rF~F
zoZsX@4)lG3ka`gX(v8Sga?JDt`_)?D5Fk7vgq`(S+eWkk%c-^@J#vPE=~8^4$Ju}x
z>`rKwQPM2fjA-!~VCnbPywLsdlnXBX!|Xm!2LEbB6GLr`SSE2r8_9)gy$ZcSDiGp@
zIz<AxqHJz0PZ2_-1Yv35cx{&j%JRnb1GrLfI~21mQA7S-&vZ7S!8SCACutCOCPeM4
zodjpJ_frq9_|=6M-{zn)Xrr)|ilX>{NOq)R4fQToZ@ODydt5|X3Y?O8aw8d^_FUAi
z-^&sSN!l<SFHn_DFKy#?Elwephp;Wo%5OuAXNx6Pj3sJVxTzVCD}(cV4f&23InXmN
zdcE_6tZhk8ASk5FlAWu++~^`Tauxl`4Bi!GXUOKnZmJb<xf6;H416_O8o$GL8s0Qy
z?1X8U{9f4(6F%sf!T`jal~~Jb)RHnxCc<DFGJ%{<c{JHjgP1!$CyROf6x_yq1L&bj
zxDY;sb4#V=`%inw`Pu9P!ObHKqS)kN5n#I{6)AiKwmnkh&{I`}a%#PN&9o>s$d=WB
zaY^{N<^eH}0gk8YrQ*|!tf6%Ir06eMNAR?u|21k+8sZo()uA`}Vf*tsQq5*ZV7R2b
zKs6&jWu&YjCqA79thii`Mtq3Q&Q(Fnaxgz8A%7Fx%R*X(^|zGzV>B33l?FxUgiLCo
zsOAtWqQx`RqN1B?F6rI@p6n#D=P7bX+cDQ#E73Y+eU%_`l)KMs`r^z1K4!63tpx3K
zVW1GLwu4myQL)~{96g#P`zCtC(ki3EN(}?^D8Im~qnUfSF0z)^4i&n%jn;D?7`1p)
zz$FoCi}*tGI0S46t@wt47kI^oz~p0=>>~yu1gfFGs16!z=pD*o5D_D|Lx<8JL=TRx
z?krFBV-U0)f|_F*S6Za)OZ6j%Ao(@rgH^LAscLigVhEj}22q1^d|b7GE{1k$Iffk_
zHb{Pns)%-#*m5LS6Y1Nh7*q%$yFHL~`6im0XF0VMhWW~qUX@V&TzK_-+42~w2g)&S
z?1_A?MO@Q^E2C9J4|rsTkS*U{{-XNT`0#lS*B+U8TYz2FDH2G5AUIEO&@;3~D@12w
z8wbVXv!Q7ft>0DDuzYlOe~9B7X!Zq@2|baqkZb@<CKNz<>8cw?OAareASXV#%tr?2
z&~jTBfwj~;y2+`1U9iQAk4YxQ(_s|h!-wAhr^8~G)1g;}5sMGm_x-eN&(RW&WNrh-
z^R$G8*MhFU@Yw6yUqW^da6XG7Am?UtD?@=*WsRKmC48ojzDV`$v432c;-+)gPP6#U
zrCCOD4qxG8AEKkag#R_+!(u-o4GN`Xh5o|d6O-QTiMKYM8h6*KR(HGM<h+IBTtFQO
zlZmqT7|u3l?j|cfYp~~YB#o=t>0qg|-S9l9xdBrY;*Ra8BVm3=crN91P_Z2+Yq+XR
z{1v%X+g`Z#aeut4EMVI5J38t}m~=zJFFhkoaxY_rp3<%KYjInfAjjn6!8VV)${#0V
zF#`+Hy}5|dp`iK_ejC6<DjT<VEODi=8$)1)o;%^|M^BVNz|$k^%Tzjkx*^bhj)5(x
zjs)A8z=GW=;*PQVYGU_I#O^zgkK$ASZZiXZ8-66Gmx>E8HxllfSSP`bRDUzo7k;?<
z)_FI#T=MoGE^|Gb5@so6g)-cUvzXvynhbLzug-EDP+?`;gGaCkC!y-p-$E2u8rgEd
zlj}dv0uOyYB=373OH=G5A<%Adq`H-<e2F%cI+lVKSz)<RA`)C2<0L&*98e@P{c`&+
z--?jMop*g65oF64`3kBdVfqwn1#1xw9}v0cfAMhd4<EvFCUIl8ebD{MHkfxZMTN*z
zE`&Z8XPC=KQUbmSsUmX&h=eA>m8%K$M1>{F0EOo<#Oc?OnwoEXi1!gv-|P~O3m2NW
zzT)2NNK#Ro;}T09QK9pU(%%boPr8KLiNb{w5SDu3UnX28)I7`c29K3J<8of{_hUD2
zINNcNhY?v9oT?-F`Z2$Y{K;ifv|<S9xT0`Oyf=>&FrD(HE|>Kf(a?x6C}Jt-0x4n3
zQ@HT6G!6)SZ$9o4FTTf0(uozKKeTFX{9q5>=*$hrh0hU;Eh2_k7%@~wJjfn5C}NHz
z4=x}%QI0aUCBy#;N2y4o4Rjh-=wJO--ILpMu%_R3tj@tMKi$s)p4krd2{l93VXR7W
zOofDrD5#z6ZmD8<TZGitAD8X_S`I>TcABpyFW8Q!Wz09&GAgK!g!wAr0#S#@Z_-KB
z*{s?9)^&Q}@9&VOlCNhZF)+vTc~bf+_mA1<vZBY1y37Z86{R`K99trc&78@r9Hn`p
zLK4=B(>l)*gh*1EA5ncfX{-0GG3n-~AJFt?>VNzD=wb+jY+-HwibN5{RwU(Og<f}t
zx836_hC^s~X*%g}JRUHzD3lY4Dpct8YtNjXb{#pnwiLf|VDrckGHlK`MpU=<?~SEU
zp9+1*j+n33n~1y;ACl??)R9zIv2KyJS^9SB*k%cnf##-)Z*_gU{evL5LzR+}iC@wG
z;}U8^6gb<ULjUT!rMZ1;BPZA5*@v4>nUYSY8%9iKIVuaE+gzlKq2Pw#4>ScIgS`43
z8MhYOSQ;6)9vx%;GU2^s*+{2NXgi;=nM4XI^b46Eb&sBgWJv8At!}uxcW=#ni;HeG
zsS(TGNb1+)Z<oHh<BH4w$J%#*S5-WHqb4MTDqTRDL8M6+5Xq&4CRM6ZyaW;s2hu!A
zXu)2wf`W)5qEZA4SW)z^C{k=FQq*gsDMUp@DT<=sZ+6bko_qI_w|uY9<8q$d+1c6I
z+1=UM*_o{k>lu!g5So{GP!FJ*ONFy(*}x~?+k8>TS-d!H?}hzn>GrqmuLy<;XTUoj
zzqe#2U_O~K?#~@H+LBQ~b*%w@jZ_YYbG$sngn=@R*f7x<`go0mJA^&~dC#B@mM(MR
zv_Ob)#38k_n)GXwba*CjtcCQdAZlw(r3zGt`AxK58Gh1cd1Fs>>9K)JQCFRP8z%Od
zS==V%B+VbS<&(b<aLZfIe8-wnMg=x>JooW(ubo6-k)_AZd-|f+>W6%F!o8b@p9<%R
zb}#+<^hMCFe)_Cu$M+xW5b|DQEZeA6^|1WH?oWOH(ParCr}~H8-g{>buxwxuqB}0}
zYtlT*$_RFC2dS!X*i{o2N}ZKk`bVSTZ6^3&1PFd$iv2~e2*uuRkQ6lp7L4FDuYD8U
zLDX3){J}&>mrW1nm2|t5Ui3e&hP5;p!D*gyCaTMHe#*&ib9lwQ@XF+j)TvVlC-<FR
zdY%DBaMC2>`I4w+7EiAW8;|Z??PjR^Pkyzv?wSGwUGV7)w95h48i$<QuN${x$<yOP
z-U`)~lD;%5TS0;!s;Fwn*?4LD$?LlgHFL^L(?m5xd75^<rFqBVWnj++?}|IV{F~VG
zgu+=GjC94krA$=MDETd=$k%H<E0rlf1pAt|iE$3Zh^Wg-*$te^d;ab6;UZiaZDkO%
zEr?pfVNliU7<!af@-2EBsoYzo*`kXJdbCPLk5rLOG2rXSO_--tRmD9-u4#VI#~Au$
zW#cj|syZtUhy|+gX#LM<OZ*FTE_Pvp;!qj*fhC=Ypu*^X`Z2fG{|tzn2{|=MrI7az
zbHQ{)FGg~6s8vLRWq?x4kSCR$Xsd^`ir9&0p~8>B1=lvdm4FKmCI1Dvrbl9f(>MHH
zB?d9HXm<GF+_xdFY%B<?TDS)0rE;VA=9-2W3tXT%6CmPyH;Ba|v~ce?r+JNHLB!mo
zZ%n+@SP**{o5q3&7HxupAjAx#xE}BalBKjbBNojduT?CF*mv}JdK63>17J26zM{j;
z5yygui<z%F8`g2MJ9wep|Cdwi{0OA(5|+AD8fhy0aEBkI`H4Tuio2Tu5x3HHg=v=!
zm}k7442Yb7cnJqc{{%&DtYQa$uD_qGe%?EK+J?L<7{rjP?Xpg|?H3nc@HDXaYJ578
zONAqG1LyAS|H_6X@XpKO9vQx{QjMv$s{3STN7uxVR^tsV`miB!P`o^*B~|#MhsL?(
zwXZ+8*2CGw()2}kIb}8;3RB|es7WF{5>?f|zcmes2ZlCxX`R@Bh+qCsW7<}o_Z@so
zX2mwdw7^AjMbqimJyN+`$Ub#wk(Gr8i=4V?tbsKIFZ(lLibKX@SZjkfb%qMzhz_{x
zQI74X?(z)6J@>E!3-YpCf+PMd4Ba{K(`g;(*4cE&=dVA!=wdOZ#}Nb8DvlZD-9$YJ
zZm(VEPgt|~Whfu>W}NOk^uab}Pcqx91tWXXEcD)cl9tinKF9Z&P)C_-$jG3#Y@@PT
zFoM$r_ed<+MO~+a)z0(jqjHY4NAR)%O>+{TN(ccb@5k!rGr$N=69FVqZQZ<obK)0-
zEvQYwRUR2@=%nra3^0O|0>Ws$xe2L_R5<_6RzZwI{t+e>IDNf2m0+lF=H$$;y!#iJ
zMOsfRxo7#$a9;JhV&sKI5^iU_v@bKmXv|QFDo~M|hdJy#S?RWgSqBh(SF20Ha&mz5
zsBor@DVTrv_t0qGc=F{dyN|{q;wzD4O7mtDW%*N@B){-ywU8gtwSm!SNa6R-UEVSp
z6)Ggvh%@)~-P`ZV{R2iL|Kw2$jBxPV08X<6$yC!H%9cz`E<$mt{+W$nI5d+DtQ1tz
zG(C>-UP1xE-AA~oaM)D|A%J?Woc7ff!!9%eQ3{OUq!=jPvy9WwpkscDuUQ;D+kz3C
z{c#$OBp|m4g+%%lBdrSO=+L~!Z+jo{P4oxxs4MkDJ+H2qhi7d$@JYlqrMhY{PH|dQ
z5S;-P>jSSx=MlJDP#BvqBEP{qG0cyF(+MpV<_M*w6Ll}g5ANR(ph%*Mp$h(|QUxmF
zR_IENQEZ&Zxsx)GTLEEI=*eK%5466A`bdQzkQo_=I5KlNI$hpLs3{y%q*B(*DH%n`
z2T-7cP?$AP-)q=My^dv3H5rCjFB{KeF!to!!5$vW7`Wc(4^gCJ5eM#`wen{aY1!BG
zhgT0xL@o5Z7X&Uay$%dwuxQ1_9FML2o;w+&#ozB^{YZmvByI=)K#KukEF1J)(1tX<
zftpU+<XT&o1tRiW7a?SHQZiDGSwog*D*8iBaSW?l2k`KC$;p@oiO5msdC*%*O=*e3
zFnKF^_8EBAA>a!4;kKy>EzhZq8T}<QyA&9~Nz`~>5qx5hhN}}kyD*H&msqdo!iT#}
zFqd5y6Z~_K?P!`~;RSzJg3l!QAb!@9k(^O~6nkIC(yV_H7{O_12;w|`(~yGS8e?I1
z7VPZxMVSon!9VRAK3Fh<a~kMGDjb@knQBaemYpctSrQJVIXYZcoOUc2Y3F-tCuwlj
zj1h?F2E3^xF;w_7IUuLS`q@Y+Fu;4NX{<kKAU|9%5Tbfm=5KH%)2ZEk;JJUR1GAZq
z0T8_zHI(}uN;Ko&?i5C6^(8!KKt>(ki=SN;fF;H77k#G-6uw2t`}De(U&;)Job8>S
zDBja?YCIVp_sO1m#aF;sS>x9&Ul&)qI^+#tF-)hfP~qJB-tE1gzY&*kBR-wg>yz7C
zg}guUXGm%)fl%Qrs<G>=F$oCD%4tENnC!wz90kIIha0yx=@0!>(xG0+I}{7j=)%kX
zo>vuj(5ZF*nR~;ZbwVC#M!;g$l;o{D-hS*h#FphGeCoM-a{#&j(gIx_QJC_`qkfE=
zKPV&DoeYnvXtyH$qRaVk?>9d}uMc@GxCzsjtNxiYcHIaNdVZOjOE232Dy-uhCpAP=
zF}8Ez5O{xVUpCCVxTkXmHX(TtW~EzY*9~B4KBoGP6sNJ$nbfF~xme$~n&{H2d+eX`
zc^43-Kge9JqB`|SK<6u{wU4raWT;o!rBoF0Sw#)`m-6+9jZ`@KCqKIKzEQAX>JN!C
zTndcfR2QfmyO=YsB%=|hL6eQA=2q_za&GF;Dq~x3SVcj+ijCZbXi)IMP|8ay+<X7%
zLog99YcaOtd5^WHO`Oz?lFcM^nC>JOri+|huztvY<kHOWk^+a(%?MKC@y&>-Bngtz
zH+R0iTFSYYAL9WXh1i0je%?hSp9>ly=OFzi6s$k+2UR#Xt$csU&K-S1PTSel4!`;q
z@~8k_N$3>P$jYhU)V|6>J~J*A&WGFkzPbKh)T%zD<;pwWQE|{zr6p7;MO8uoSdX4E
z8VyklFq|(<d2!xP>}djd@NNNOfE(RF?i~2RX)5vP)cN)@ryjTa32q5fq!P42ia(o^
zkqggUT#p4}dg}~r&a??b2h{fHhQ18ypy5=agbGJqU-L=zn>778(tz;l0F8s=3x9*h
zu%}XENpn?{B~UgFZgdpWCf0*LotmV=iMioai6wf+;)`)do#wzXhLbfFj0;cC%FWF4
z#!byYQt-TSJ_lkOG{z0__SUYr`dy*vqj|u1u*x+B&5`-5cR~!O#MG!?xq8>cE-d<P
z*iSC3LiZ?l(pDJnNG*C+5p=3VoGG}6MlXUg9;|BO%5@2N7Bytj3M;jIm8a5rC4!(x
z*(q#~O$=y+`W9F$hP30U=Zm*sQGsrjPbspIvjAdD^cXqTDeQb_Y4vE7Dwcc%vT(HE
ziUolOr>3q5j=uPn`I$@nNQB)PK46I@IV2jV!EZmf^x1l4=9P$|Yk7z9Giy}|UN`!t
z!r>e!h^$#5v*p|;PN>VOUcl{oxR{L8hRTT+!pQSeL~k;Y^$X5lt_rQ1N^MdhXC^1J
z)v*~X>NY)NW^IH_<8ZQ7)Cxu%FDWK8wNPN<83ml}gNSWcare!gH!nVp6ZA<yM=@56
z^EJzjs~Gwjm-v6ig6J16Vv;2OQM2A8jG71MyXa=c0b%pPN^M_zh7!eE&9d&iGtD^5
zSk21ufhGQ1Wu{Qg4y3l#`X1~pht@@s%E8aS^k|t~|D@5fD)Q)^;BFc2Sn#@A?gEnE
ziV#D@8=ZkS>vXLUyxx*kQhV-`7^{{_NJi8+1cldvmzGE;punq~eq_?bxXtktgb7i9
zNOSK}^<=uxpNMzFQRAv%rINJy5Ygy!FO}qm3jbCD`DS>uKTM-WR3Z_&nZ$+bBs|;6
z3g^2Bhdenmda=+|q^`6@1bT_sprZK4#us?Y=!LM@D@!mzo>?%0lMe8>`pGYX$Cer*
z>3?vHIPnB7O7s)WVlN@K4GTuv_@3zY1>5k5c?!ds{t&uLff1ZWHiCx_ozY9ykT^Ik
z7{W;kM#(7*T_g!RT|PY&Pjs&Y-Ky|It2PNa4bHFl;Ig9E=^%NkLG1Q6wIDBd9H&?I
zVmGdIk_{^Sr3n}6?(jN${v6jX<Tb{hF<eIJmdVN%d>jDY1}OkBoRM3cTPW&AjqV|I
zVk^;0UY-b^k>yRo;yAo;mU?Mw>M?4#l&)F!#1Eq{4N1NARId{JY5DF@*EB@&FfC7W
zZp)tf!)@#Pk%IUhD)G&>vZe(I6!63E&3kkC-Mt8WAXYdxB>@ekaEyJ52Ohs$tuHTH
zS+uda)S}BUU296-nY@xYnR!DwQ^n~w8|3R#zdxZdQBMHRMf_cunhG+q(~*ao(pG}1
zbQv<<^Kdt}YGA`J4-dnT`JQivJK6;5R9xR~QOe$y5;@F(Fh_6+IB8Uue@4z9D;JWc
zA$_suB(EJG$-h#ipHNY7_R;8^H3?K1D}Y>ZuD$E01y@cQBOz^!1}X|`uf7={tv_}(
zdi`HL755`<g<a&XE>scUVnx|7RqhFQX4k*{?Y~D#5EBEUC%2Osx@$$hHyek%qv%T1
zm<y2$?z-DOtK(1_^FK+jR4$0BD!FhN$p9(G4BYaOR5}=PRxbaNyG}j2z0ahO_g8EK
zJXi3Htl6@I?uf4RAm~(^*vT8Mo4N&g)Z#e&3;V1JBXNELhQOzW{uZFdXr;2dZ*B4N
z&9C&B81hb^k($NNUDLP!RTDzqIhYnv9AO=BS(<bDu4Qc>c&aH0Yh{`{6dOEJyT?SB
zQjuI0Z?N1+h#)w{#4j+67aZ=p*W6mK%q1bOQfxCKvu*PloU`d17!j&4h|%_>KVRJ&
zzWAZ%fTcQvm@bP#*kS6Mm#0nd1hHn2beTU)%SK$7{WAE#&Arl*i8B^NCP($0Yy0+^
zgNEn=CW<SvbUi<`%D#jFuoDc81(8LEUkj_4_v%>p0=+m%=?xF3Swms}iGC~~i23<s
zXJWUiRk;FcRZmAiQ;L&E|LQcA@d<mm{2Tq>DMSjTW=xo25^G&=rAY!@Z3Z#EA2OZm
zmFw{Nu34EOuQg*aD~K%m_h$Z3ZsqZwL@0%b_iB=CCef=Hj`L!~K<v{$ecj-fku8vB
z>{7r+kuSHmD`u|Tx8l2uIQAFe>%_Fm%X@6Z6Y<Mpu?WcAJ>UJ(rTp|bH|!#k59}Cs
z_JDF&BQNF2VS30Q*c|VErLbnwz82I&710DQo_wQmLdj72ZUp^9VpltTo@kMsam{dK
zJY<aNB6}j_xAxn&`=f@l2;)!yl~AJ;TgVT-70WU_gnFj+IOm?b3aQ2z)bQwTGE$j>
zefFZ;8n4LTC`?r$|E@{7$&Z~J8uG?6Jw{O$$B9FW2VJu38<l;NPB$fw6Un}vMP>4%
z!cP;1%MRA=)P|@IL+7FY8r<|&#&S+U?t2r8TN3S^ft@vnCTIdfZ`ds|_sr&jeOFwI
z(0rG&%$Y993b5qg(dT#hv`ZXs1)008bDuoxjl`bftzfXo(EqV;;uA|Yso;5qGzt_Y
z3-57q3)~TTqut#0?V{*ofyYgIhmXhJ*8gmJaCWLu?8-f*urMF?0*d_r;{kRnmo5$v
z^jiIiBQlsRQTmhl#*%F}&1_E`Y7SnyuY&i8Bak=S&CbpU)-}D5h2r-ccV6>js(LO?
zb)&dzUUBQB!p^*vv)lc9cv{H2HFf|P;~KnK|MiZnd%NSDdOL%dC0Le@Zp#b4=rsyk
z$_$pNbU?C7Df@7X!DGh%KBOb<ptFg)&nfQq8!>30gqR5EkkTFgz?G8k{9yz{X3xTJ
z?w{e-SMzZ$VOEW+3z6V^dIpDA_^Nte539XmBoRX3tRwp1#$K+^qE3q&yEN#PeQU_O
z9wQgEILWe7wcEFeWv=ak@KLc6D%*R9FKe8da9-Dt_ZTzC44ll%Wo<kEvb;GYbUw4$
zfCvwdH1FT5-Q3nh`ZK`ePRENwJ<$eIU#Kwlu6OrrUHZ__fh0x>e13U|(b?)vrjY~*
zk2HUK%Bb&8J|^afeKdwt$YrMU<<mcOZ(H$dWsWGMsf+$XGcU?lDv&ur-$uVt;a`Ts
ze4KUv{1?})>ZY!_)Y)FyC4Xg}((7ksM|6G~JY(t1?J)bZ^LBNjomz4e(Nv@wr9wh5
z3B0Qds~l~dbHGrlUqCv?uK4kZd$v^|PO0kkfg@6h!ck;rA(0g#JE_-zMw)mqcbU8*
zP{iuTPG@v8LnZylQkmf<gWEVT!)K=mvD%Q6gWl3XM9hrl@I=2N`oURi_ih{X51BHp
zBt{hcT}3^Lnycx=6Do}7C7ZSWqTqn!8>#&IVRR~hEfl%wRjg*>j2?#s6{t%UepW#k
zx^(14?-ORdxzyK=hJK8e%EY^R)C{=}MaucCSI3W~^k*vkw;Tw4vaiY4T`NC;H}9V^
zUPC?$IJOD)3O!Eb9|Mp#2}Pu=m*Ey<MVlGqs4>9zlk`4kq-MByO5gzpf9xluO2&JF
zs>pdT(Pp}o)+n5zjBqe$Kq-yQP$6DjI(7mbx0PJ0IDCo3NJ<9k5Vce|)qkCqTJ9bA
zYU__;kJ7JV%#8@M1rxW$`op`FL5x_451sz-x-m$)47%*a`ojw`2nAo`F=g!*Zg%>^
z>%kyqcw*S}X_`GevW)5vuNPxUrG}{RtsppF>lM%I9UlY-NWI|_EAORcU=t>;wnFVC
zlvFq!^mVrWD8>L1e93bBOfPBR3J2?HmU8*0DrcxC?Yu+-UyCpOIWbRBZoWHdTDFR4
z6|}@KyWl#Z<xID&!ba+=chh|fUfMiDi&A-dER^rL(>asRBGBPd;qaLeYhT$;&*r_}
z;u5v?DV`)Ha3AqnNad}f*FvS#llE?>KB~t_1^RK4sTO*yYNNNd!4SlGHZH>L%V0H3
z0n`?Zpk6^NehYNLxMXlX)30mlv`tMzPHwN_r!!w^ZgA3e>{8)0YI)u(^_Jpsg4PrK
zk#}jUqme{*F8wA-4I+;uiyJP*S-}5NR$s*(wcb=xPq472d2T-0JQ7{Hc~ymTLGN;p
z4ST;KE`EQyE$6OwEeutqz)(+RC-FKFXM$c^9Nr5ttvHovP2fC$2BS87y-YZ4%Rv}p
z>mj0^t<Ju-i`HJaW`COZC1fNH7CiRk3u74KJH$4`iXd#X+NNn=AhBMAw~BiI)*&8^
z-0G?5%lYm!?`|63p!G<ucC>e_aOoQwymHxI5uTAz2Bn}M2**%DXd-rk{~30Fi&wnz
z!2d+6{Wh<(YG)kfEnbO6tQ9HkVQqS;e~~~uHanRSu&e6@-)5&?{3K5Lnb?U{P_G9z
zJB3`{^EN7(Rzmj(t%6F)3^Gy((;u`FDfkCyWhob))E;hh$j^*HGsZOy?60-&npUWm
zH<Cr$Xz6^#cTmr?AC<*lwL)G-$aG1qsH8om)Dgj;$Q!yR23`(P`lHwzr52yS)t>&z
z*C*K>Rnf6CE>7-eVB3j<(}EE?cLi`Ny@808OjiEQ8a+@B(n)|ejNl}Gd83)X1}BU9
zZ)r}X=GsmBZ#-LF^Q(Rt8iFTV@qOpOyGKZOQQ##0$P7nTe!7C;F)=!iT&n7Jgsy{B
zF$LR@mqqEn$S2VZjZ8Cb%q-R`;UQsB@IuCdmu3vS9aaJMBOc#Rz|t#u=nd&|P}DGj
zQ@xw>Cx(G%8gLb$KjPrjKM9QBBtCjq1%`<b`=PZl4fxtJMQz85?+J7`NI}-p+{`fP
z(wJ?A6n2mZRFh_?nl~=C8Hq>84%!t>Gi|7u<hZ8~tCBQAmAtD}BW`b)0aW3KoI_ZM
z!_U|ItmtYu$7>myLX9NJ5umg>(#B9~L%E0q$5j?Ht+y9@?ZDWmy-cPb1Amp~9px>?
ztj|0<aF@-FQa_s2sxLLG5^D#=m7OPWXQ(58intmwgX6<W96}E8M)P~xnW%(vsx6K-
zm0}O!jo=GIB{9^S5IX=JYE?VY?;9lSZhG6?r}GkLsR2-i**^dpsY<znb?WPIHUhff
zgi}&NI@Too?rd7wZ2ZV8Iw8yGk*QB5z3$LiOV!?sA@(LxYr#G;QSYVs7xQYxP~bIS
z0Em=lp9sgxqm*}UcMOs$oPXEk>>4ql9g@-3KG|mT<SRm$_^R3{G9FjuYMzN9O{Xxk
zZs_I0_c{NXmMK;HRjOS{C8EZAcO9<DB}1<&oE?W>eCpV%>0r+FJ?eGL&k%coOUH1p
zi(+PAis^H$zq2Mm_p&5S3z(yyuh?VA!gwrALbZ#4lSi*UgP0DoHh`OB{Xvq}lDMZb
zUsWg~*DNfl6p$=R>LtR1{_rTL5J1vtfT{4Uzc`!ew@^Y0JyFIYuj28k2Iz&pA&QlY
zfV(x#Z1Z9{&3d>H4(Ddg2!|WyO>Rh6mJRbJPQ{os%qVQwW@a1w*QrmR&gqwQNpIil
zk~Z|P!O*Dn7^Bem-n^;Q4Jzap`H*fX&%U|n3#eDdBxMqIuR3|(t%u?JnOXboDmSMr
zQ(K`rmp@9jr(~Sx*a;^XMwEvZK?xolJ^Y_B=PaYipz1tDb;>C*MN&OlmW|m;r^J(%
zh%&k=cgZvoDXXj@q_&<zV^4(%{`~LK7bkS<Pr(l=^Gq`x7I!GE83QZba+b^^o~V!k
z37#>5>sTTVe<<6A0^bSnNJam?KI|c-2u&`-dvOtCmyyG1UY!IbLPioqvDH=(>7hw2
zp6LDuJy3<S{%F(Yb@yb3oCgjJE}3vzIRY5(MDGWMKj59XXGs4;6?+VUN$Az&L(knX
zp4hIO8FPta^cn*cpT<AzDkYY==enJKe$1N7XfaXX<v@X#q8J%)OQ>+;`bWBsyei}r
zZ7Q?##i_5WH9!u(-VlNho;0gH_|8YaAH6)}eD?am)Gmqi1i7EW88|YsPjJnU^W4a5
z7SH|s!jLzRK~~V<P$3b~oqjuiINtgEs?;fJ)%}vBB3V1&pl98vXH+=LsvR2iLq1YI
zyDJ+W%;?jNde$1qO8V0vmQw-O`XELhDw&ra2hu)D?fn)EU)v9LT6JVY<B)d(%>cw$
zdGsmK$#GVfefqDn2ya<ZP0j-(qA23BX5`5J>8N8a<Kz(!C*Y<!ry9nZA=RydpC&m>
zSKw4Xl0wnT5jU)`h(zrc>K+x&u+JiYji}KaK5mU`Y^iyZ8n_FI3>8Q=WyHYYCU3+(
zAYz*@PfDEe^pjH%Pqj*(qP8lBQ4Kdu$UR)B-0Xu<%Oyk$yQQgEjH>D@RJ9^i?SYW?
zy5b!~DHRSsYpfh{I^5K*UCwfKMXD&>hF`hOK?p_%zf-?W6*G$pM_w0l3~m)qn5w!v
zY21^B7I~ynN3mLTu6aMVed3>YRW9xxL<_~>MN)?Ty(srOs+cLMb58q*Zc~L;gh<)m
z{nI&vrKuqvVQlI9iDK-jMksP{B)K<ovQ6RWn*-4*+wUds0>30xDFg4Ifg$H<1PmO~
zduUWgc%w!T1|7BtZ7BF`AAShI8@c2M@PI$iuG;gho>D2_W>V|QgqBDmM4U1N@mh!j
zjt-oL255mUxs5teKHbf5a^d&lP9km@<D<y(?{4_cH%^o#`KRpK?pwsIq#^n6N6jO@
z5yLLl=_6^rlhjeAhN)G9-mrO>({xV^t_YoXHtX<mqmYv_`b4!`_VvW7F_U0|JB2J<
zyAN(ZI=xx*kbbm6H&7lG@~+2O(=~DJz~?%f#Y(w>`VWHk5<C^Yn<dP^>~BdsiN6w+
z0z=EU>Pklpi}xsa5Y-j!R^vpfd|GbwiC*z=S}=n1a-h>ME87yQs1OU2d<dN+<4VxQ
zCL$lJgZf5k4<&PFkv=hqdP9YuN9G8!xv7LQM`ZBabEq}7c_s$dI!pg3_U_}sGwY!R
zBR!_@_-v~U3dDkH_g~W%aW<S@m8b1Jz3Q5H0`Yv8iFcfw(Iez^e?B33_ZwHm5s24M
zOnA2AFT+F5_nUWKHvgK*A`mX!`FL+*nZWMVVm^eK3a5Gb8lQf0{N|AJYn3WrpYFOq
z9S79DLvAZ%$l=hu6u*YdoBR@6Lad+v_{e(y`DCJORv*yBMGU+=4kV@G$xz|U`|9Ds
zv5jGmeP!9nEmg`4lo~szMp8J8Y$0SZcW2)N(x`Cm>UZ^_U&ny7qqAqfa^)lQXcj8U
z=;16*y-2%3L4#GT1a!`&!oS;xBKPvtIUn>Wx(E%OsuQ~pxw+(rO~JX{jc{VoH<8Pz
zgH)Ix7CHwx+NK4$WD<UbJ1k}V$Sumz+)+V2jGc?OKm?=F3L<K&HGK>5v^=PGC(jD!
zAf!IHY7XqOhHzHA@6xohN-EJsg@06pQ}VtR8;(C*pI<*%w|xcBR(%bQx=1-UwBd^~
zJE-&y&YG3iFF&w(P)I(CF@GL~7_+xyN;qd)c%qBv5;&Tv8fU0RaxK-o$7miT2H<a1
zL0>wDoZF6fyz%opMkxVP@YO+9<lL}+tQ($$c(S-xh-%HMEv<2+{_w<E2sj-s%tL=O
zp{XX8Tu!`tlGc!OkAL{pJwx!|yACC)uT5|Jm+>s6pU(gz_*W5iN&XcjrVK>`RE1Ob
z$k}=Kx9NsQKwXEfx@^N0(j$Ib-y8%$j!S`;Hr7!awQ$XlONj=u!s=yiMt-=^zxioQ
zbW-8GF>6h)+}rTV>ce#>>Yd)jwi(66+9XmH^>9NlRqoMJYD(*ysr3qU$$=XSys;+h
zn@euRs&Hz4*Xo5oo~nZYp8ki($46ALnyQ$MTOcnZo9?`jR}S4)j+In6#gESVrrkh<
z2htx}ynZs({UMj?CGXPcJx4v3$LRV)=%(hqrvU>wTMu~Ern9*CNLu#2kh4CY<{oR?
z01qO(H3XBOg1;-bNB_<jk05lIA8!?d5E_NcnHQdWMWZQ*x1`ZXvqZM{EH_IOGMOC`
z8&z)q1Fp($SiGR=%Wrf-vp&vJU<4-(p7#{vBrAmSIddK!zvR*9cj0{V`klr5fBEQE
z5ioZY4R)fEb#$zh8q&gWs*&s#ke3~zDC3bAx}geZ-NaRuo;reSw>2FvI=-<nU6I`h
zA&)|wzHsQem!GW{@-L1W(z30@?j%vpXQu!iT_*hfMTfDKLXrSY=pf3yb+JADzUl6?
z^Y80|C{tHn`N1E<)`El=2qxG!3x;s2eSog%yek;zUK&9vOr-kjZoBc1lzMC}HFk)`
zmK{Q(i2B!kq#KliPMUv(nrGd>eU7+Fg;PBLt*Lc8BFdHiDE97ATrCYoaK1n|{bz^6
z>6;2sg5*QvR6m~qMsU6k6m*-Jla(_O?%3Eb6V)cC3jfaFmo)h(_U7{tnC)InSo*`e
z7@P*1%*G_fQvIRbUd{F<(Q5REei&=8u#p{}iu%Le0ok~KfLZzj5=kL)RqV1zO-i9a
z$4M&*nQ27d>&XS5aB4eo+z;?rf^U}!=k;&qS6Gk-t!vJ>jrqf$f`01@pgMMV1DIQ;
zpK>Fo?+&zzO=&qiD*W{aQ}4oy&wZ`=!xx2Y<zHTYyg0tks0$|Got-r-V&Ip{R{y23
z>8oavFchT!x8{N$4is}CaD6>!*s;1d?!@AF>aXH&pBvQ0D3@fU@MiH;G^VcVpP#%e
z@<82?GwPggs&(8y$tagb84VtIEO;52Ml{0yWs8wZJ_sZ1ONEr1+ud_vUo0OMlPnm)
z*_3elmj{jMn+lT?N87h(+cPX{Bv0Ov*sYMCyl2CQIV$X8DcGcSQm?)HnPa9$d`^e<
zntSDQRd3(wqDS3g<xAgPJGH-G{o=nXFN5b2xR2RrPNO;&opaf@L+)9WJ51i7o3pge
zp6JxMvhmZeoVd!2rHW%+7wTBnq-o*F(B$!i31?*ZXZb5g)ah?&n>UU;+7c9RxaIK6
z*F8q=2bTHEf)OtC0T*B&Q5RU`qZU?=R}#J1=(H+)cLZp0qfTD1?EDW9lm_FWmjA9)
zm-Uw%cP3PNI-`_QQ5vO+-doIi1Hbc^3YoX}#KPT39nC4^r`3@@TVA@MPVzY+Ct+@<
zIrVBa5IdgPFIx4g_v8LcP9ZDxukRncvq#N1Q=8{4%>AvL%lkB&bFN|iRO*s{pGU^=
zC{EwB?8yGUeQHBBd1}(P;lZ?DTW5C*MmoKeI!)KW&;jbx@sA4Ul{vXDjCSXQoHtuE
z?bEf|^}zX>lDE=e1m_1tZVjWq=HgjwczQ;5Q5I3&344Sp#Ggz)w1ZFJC8)lUkO<^@
zNi+-Vs*8TR{)vh|!V%X05JJjghxKEa2F_D@EAsCE*5iKH^8UAA1ZQo+c_nS#iLSam
zqQcQB`s9N)gWCy|9N9f}uaHn0JmDt|iZkX`BE_Au*!a0r65W4k-=V@;-S@4=nVYdm
z=#OZPR^>G6I_sx*rrr)|(;wb5YWS2{l5LYQmVTTnSMUh0rk1F1#y7vAU|u5_qx6R+
zvV>w};O(-$4$w!mM3*iXRpA_NTzK0<XW<;Vqe8d;JUavd^tA?@Pa;Q!lUg~wrn?{E
z%fyM(r-3ZFD*2vsVqfLs*IY0F!DLg<o_$-5;bu}$$S)Woa-hW0A_U1Ynh|@9QCgz(
z0|&q8-rKAWM&1)jgO}l6L#@=*X7>DotfI_3f5D4x^60o`HJ0wH6>`${esJ&7>~zzl
zicPke`EN+H;H612mUs&YKGE$#gF%J!{?HAJr|)SWaz1XBQ*+n2;oxUu*0#({VD$)Z
ze+Fnj)3;F-%bx)eBQZa(LyQpX%1C<=I%PLJGVsQ05bf|HZpe6Q-mw0=ZF$q-2JF=P
zVnDeW6-oc68wL*9f+x4UNl;1?KDwvlN4`kZE=&IG`;2a3Rn@`JfFf1+4i|wZ;L(gT
zWG)nqvxo;&I4_QNmn_-^%m2sS>*noijV;bsIF02~Oi=CiPJiLMm3SdF7?KvHlS-%p
zy|#EYcyP?hq>bDDdwOuGQ7j{+AA-etY$tv(qKMJKE{Ya;#IC2Ke$HfcHGRh~da3=Y
zNZ;}MarhCT-+D46<npERt~C96$27!trVZL3Y-^g=iuqy&k5yM>9N|b7h!%_8BDzP6
z|J^j-;#S5?STgB(53*eUrw_)I3TOWX6E9EQaTk(ztXxxPdmr4e+Q-ddJ5Kj_Z!W^e
z|D8Pgkum4usSit}+mS?r3g?F6Ubme(yLHIvoBYEsW!9)Cuu80k;8&QF^inn1$fQwv
zgnxPm@!pH=x$sY4bYi_$_-`Qml~s5eGM4D%SMIwoAgaQtQGMud9oCFTl&Q<cUa??d
zzDyR1WErXCOFU&q=9E0kXs%Ep-Vx4%<fV6a{iTf5ynt3E-%SGbvoK8pc4!$T9*cuA
z#jd4lmAOIe$ys;_lt)$T(#TNZ+r*%@o%O<&`wo?;^uwx~6!%ik&TKsP$$)c4ZghGu
zIpFZ=V!Jd;my()VKQ~xlQYSpJef3+fVN!1$S$Ei9le&kz4;1rVy5m-b)1zbcR;}0e
z3^}I}xc>9^)l(Nm)i}ajlRKm^hoe>wgQ3}d)js(2_g*2V|J%d2Eu1|{I5`h(`B(Df
z!GPtaD(0vvoC($LxM#{y*pBY6(B+k-jg)a(HTx-5s-_1HcCwuOa8a(}WuSVWwymc>
z-vHIWy}8jFw=WzZZI)1Vz0xVa8ajca=~L*ADxCdWK5bdlad60~_s~}ty|8D3)U8?;
zbwy^-G;+P7<~Q&xP=&*nXBi>q_g&X*+51L;)a*fTu2LwdzR2hR;xHA?<UR){eAyTL
zxpYf-c}7pepUKInRh?gu(<DM*8ZpaxwMkN`aNb<^<40F#!-H8rwAZWptHzG*&Z>mw
zsBqR~O}lpfCzC@??`^HU#P{cf^lbWqTyc`w_Dk2BZUb@=qrz!9@4gSeI65-q93S~q
z>f;Ao>DbzesB<nlMR65K6~W60m6X`Mn1+%HXT|-$7PM=c7IMNBht`=|U1hXYL)jnX
zpnph*g{<Uo4W=2Kmz_yQu>^NNCa5Z$RqG%A<oc=bZwmKZ^U?C(1_;3p)i0NmF%#(u
zGAUm{APPB~6LECV7xKE7T`Gfb=o77+ba$=_--?49c)t5hl{RKqG2rDul2VWT5IJ~;
z!oj_Nlj-&?z|kc#;QGE$nG_FFbt!P0$(dW>2dHz1ivpq|kS?N0n5ZsK_y%R}+PY&4
zN8{Aqt<kN2Ut6U;7HVsilr2O@mhvKmCb)-x_{O?<)qjHh_~&2S)i3j58?`?u+aVeL
zy~nv(qeq_ZJK)X^53UF~v!<=-+~DxaczWawt#3{G=(*yMbD-bzNB((d4noIrvqq1s
z_{5l!F%6%9F5C0in74*JX||<<7y#&zQ(R{XU2H&)H2a;XLRx2#Qzq$!-d5F0Y4F0+
zDwx{Zs?dt+QW3|h;B8=>rN9WzKMBu$D57-V{!gCW^vjK{kY4E6+DDRikj48b<21^r
z1w%O1@nb8|sqQKgl>yhi91DQ6srLhIW_G(a<Sgmd;@#`ktOm}tjMEsKXExuv^w5y8
z21XCUV4A|@|K>F5`encC-02}_cHcQ)fBpmyf*N~cH|A#9;(e-D`ytOY8;bD8S>2yG
z^3?`3Ynh@g7<9$H*`tIah-g5*C1h2JlvOWjqN6E_0Z{u)6?-jsj;7+D;6>XeB$1wS
z;EtF7P_F8y>c!q8(nXuv9nfCMK&q@Jd$4O9j~r(!{Xvp-3_Rty1Bt3SmIuRM4Jb8e
z%&3NXkrXMb+$C|<<z7KpsBo%XU%lx2`tX<Rx$NG?Tei?G1l!RA=KiW5yuJ1H>tM<s
zd;aDBTvI{q_=L4&1o5dH(sbu)N6f(xHJ1wKaQDqkhrf<9C_68<qNPfa@)?FXlA_dq
zzgEB)%&Ws}?F4-%tyrqdlSmOt;s<|p_i6aeRS?gWRhb1+<p@<N%Uni{eZ*uc<n2XN
z3{XYeDdN>%D8M7S##4p!+=na9?wo|XhW_b2SB%|=qoVgO!6cLhBdos}+(3UR!Vvd2
zh?+ACUl?)@&TbNUY&YzjHfjq-P!lV?zZJOwhVT(@nO4$Q!FX|6ky{#!;Cze7t*(ZL
zl(>mm@YTum2@fF9%oeW4X~cq&Mz)|4U*O%kqy<yqJa(X8g;m$UhgN@Rf%lXr47tsN
z=jM8pk6<w3>JKd}FVe`T@W_+8htVHGEmGn8#3w*y`{mgu6E`J<G{@<|rAvi#cklC^
zgWaH(=?@{iCP_Se4zjay={CfD3rS;D;oq~u3Xz+fp0;%0FpQ*cP|2XCsc^K{l^_25
z4=t+R4HzHx4@~f$r9q{_&P3-WK(zx43P?1m@FSwbJTjq4gV)P1KvoT3GJDdBN`<rG
z&dqr#Ejr?|?wN5{=Us6bDMiLAU5c{{`bb9n0W>~TIF;X>QlZ&#oU!g2KYwtw?4D|a
zRP%-yOBY3%S#+(Nqb`b!-{7m^w5!^V`&zqle+_};js$!QEf`_B8T&+cKhEE(aQ^Q0
z{NRPZxFIJpw0P{PeQ<g~x70pC^VVC=^Ro}=a;b1Qg$$OXHO+EwTwNY9oUGB&IT!p0
zt;k8`s|ZO*8tqcyEP1!#I&TV+p<USFXYZ9JqeEU2kI3CLB2>uzrE}p$9sXTf31LzE
zLEB0oRQO@xp!8LK^R8i!y64NF?L!tqmkOuL<S!oB_&t1j1{9sux_x%0VYLwzSp2Aa
zR5)KPJ2AHF6<Ed>{kZL?+uL7i){#<RgvGBw=p$t*797rNiEevR!l`hcdGY1*&i-;>
z$Qhh?;f=Mnl2H32r;-g&;b_ld|FJ`P>CJUex?L*F-1z$4>+_Ety2A9PHO48D3_X-p
z<3#rv2)=uer0tha_s!{DbqY3+!G~He{x}zH`}gB!!(09Sv;Q_L-#g@-IP%_<xtCt4
zwYtD!&nL~F)5I;HnZFOwy6m0B!)Mm|5gCmaJbSP|Z22!A9GIJ@{F9W36Qy272JcLh
zYX_|qBb<K+b;-Xn<lNb)%i>o@PLQ6J?4|9-+S5640m8smm|Cva#W#`WbwY`1U>CPw
zWSr<71^GykwH)Jg-guBfg;V{{gSD!^F#~V3{SR3=D}!Qvjxc;<uVQRF`a?5i6ZMk)
zpxp>fd@7tP>R)rg#`L}+`S8I@{-I9(#_MwL!2qYiInepnsjsy!fUfO-_~7o@kbWNR
zDHPHz!BhJ!6;AGujt%B~bTUmobe;0LP7&f?!5`kGln<(KKL4@lv*lidSwMg2It{5#
zLP1s*g$*>0b$kc?hIX!cLpkfI!8P56cR5b0s&JldvU7BwFEHD8zjT+ovUt2mzuF~u
zt6<M?>_Kdu>nPIy9YW-|R5(BXb>TTDZpS3*F(<K7#Wq)pjCgcXXZ9s3&N2Ib+_^Wq
z*`B<RlYPayD$ae#39J|OUc_Q5oO`xSK3#7&VE!}U_s{p<d!yE_TngZetF3^&11vDM
zUC|BnHMy28H8x%~lJ7+CTH1oB@RK!Rv*ZM@oF|r8<~AiB!+VGvhK*WQN=<2rM%1g$
zEiI=>NQHA<ZpCxIIs)rli)ZV6>kUQJ48Pav=QF?v&iZP^3$wDbF)vbJAy9?$(7K;G
zcc^=L$a$#v{#*aNY^WJQvU9mqILkWKSl#B8HX&z4mx|A%y?{h>{uX)<jx{b7&bI0k
z57ym?d;F`%)PH$r!#*;CE=ihKgZp9xO>6$XrDX>;JjNLiMhiyzLY(z#E1Yf<e5=A~
z_04r_KU)Li{<a3A-aB`W;ZJEWf|Jx|?;ngC*kiI`yuWsK-4lDTp*LIj>n&GbPp-s%
z-%EiJoXQ6+k*r$R04rTUs=|4{<=ts*=3fSL?f5%(H^}HGOb=W$%d>L#{E>sI6n&ef
z8=g#PsBmt7;=Aug_5_-fFC2NPW8;2?>7?FyiOh6b(|8=`lkKO*q>z)>ZA9jqA1ybX
zA<sp(KPov-&lsP%>fJFR=be<5LqBY@1TPqfC&4omyH58pXr#Y%p76@>xKzbAF96d@
z>h5=Y-4}Ao95}DTu_4r~zu_x=k^mhGMsU(}^=fig%q-Q}9sI-p=SF@?ff1aGfiqGL
zPIdZbFtE3L_3tZRZ@2<WW{WoE-st>bOHgZZz=9FX6z|SEsiY`?bN@GesxO~}hndGG
zEGf6>u@%5+xnfx`g!4CGQkpKg<l@pA&$yIQO)>ghDx5>Z#*I8N9!KD9FMYXlb|&IG
zz$dp>>{*&l?&PhiwwDU9Xu<QC<AGtjC<U3&FqJrl7?|04h4eg);-462@pCqR@#g$H
zVeb~VtkppUx}~^vWESP*vs(uu$s!0x*2P2BKhaqY%n0gG-~JQL@8~pO6mx?&j2>kc
zO`_1z;V?JA58k3YN4C>eOofyD<dc)H>VY%Cb58Qsmc>=o#PMhjJP4k81^B{zy%c>`
zh4a9eixw}5K;>DKe#KwOqmj)Cgs6M#^T@JWm0c_X(e~)cgNdQT*)QPP@Zql1nZ4>X
z33-oD3kmLp)B+XGq=~;@lk*fL<n-!+cW-=A?SQrcW=2-VG&qBj0Y<sO_{x)En2t#7
zu(!`&m=;^mBT$n{ou|S-Gr{Dkop8J-V?lKE2nppta?liWP`QIf%5rEY$be~C9>M7A
zl48F~fYRVLYr#ts`7{K6&(eu%D*Sx{Zr^O0KZ>4p=7q`7z?X=4x~V^Oo;uTc2~Mp)
zq*>+gs1DH3G)Q};!ny62E4L0j4ZTi(AOV1Cwlo;Q`3!Ys2(JdFE38<2q8;(*X*}Z$
z*g!29!Abj0Bq={HUtL-Rhd_79_ul(PMZi`G6dr|$c^--=O~-;q8+LT7urGAD*CDy9
zpqj^gqnz`QfPvISD*Q)w@F3at;GOL@uK6X6Cdp=uojX<4@gF;Ygi`8IH=9Gy*vG<>
zZ;=}PL93l*IV_xlfZBBXKm@C?Zvrx+CcyxmYg2!CAA`s!5V-)<A3_@iAdj4rkx3C1
z%vFMpvhMKZ=AWwnt!dJzn?co=pdT4qN)hqp&HEp2x%`Dgw74Y^Hz`o0K9Fpo2|$J1
zN(-NfoUR0VITjN=VT`vM8~uLJcETT&G!VSolZGR4vYVAnSC6IC&@H$vi7bCG%!ThK
zr!L>KXe<^I{Xqk+T4)AQi&VlDSKcJN%wr80O_fqrnj+%7_TU<LYe<v$|NLm|gyOAg
z>M?X48x!5r*gdkUNi!MLjPLXK9PyY6M<V9y59!gB#IuwzXDGtXiQbe_O`4%<UKj3-
zf#;m}aQxs<z^6=a22pR4agl~gxXID?(d<lx*k+nGuLI!?4xmn3@B8)rrcQ5)OUfnm
zG7LVrYDPgEP?l9pS#b4t?9Hv<>oOe_xsK^5rIK{^cIvGEp6hB_aj1|04DwOz?Z^B9
z;ibR`PKqT3zWWjK!IDHzHA98N5r<%PPkpHJvm0LIZCTM@Le-M-U;`oi6(0@#Iuok1
zx%TOb*Z&6hm&=%s288e3@Un5seQjs7YNR47Dzq08TdIdAdwH{A-6WZVIWJ6Mtk50f
z_`;UD(`nAtlRv-c$4<RM{!Dd4R3DLbaMK+_l?=sal}9BH{R0UUFJ-FCk%@yyk%wNN
zUX8|Yy+A1~imV0H+lnmz2yI7^1EXdSKY2nh4E;fSv#O~c`jq!;61Sq{NrOv085XMN
z^=7#?vs8Sh`N)DDzzfC7s0AZ9_fRhoHjTy%hx3e_s6Ox|BKn{|qz@F|nWu7aE@&`;
zmv;Ul+E>zM7@Q02nzBcSeb{4YH*#UY2u?#o5T_jBbf<+M2B!rhI7x=R?#yEYud`b?
zIXSm&yySK=kNN9BDKLVwf$%CwCvO#q8m2#r?Kz=;5*WcrYlYV>mQEeU%qjeH^Vmm+
zb%;l&1tT~~x7JI^N?M+&ko*!drm~cj0wXwS@_Id)PBW{@FK;kqLI_VZIHWi{4mCeZ
zff1ZEp}k&=)9_zh*4RSY&fqKsMsU&|;B}3qlldRP9p1HVE}i;d6LkbpbNFo9Y;pBY
zdj{zwL3^H6OIjI;R$v7~bSPz?nw~*9PRvx+{&?asjF6T@QgDh{FoJwMAy*L)X*S2=
zX1mTVef_%&Q_aF{!3b{J@V!pV9z*Z?88397aA#7;nbz~))#G19GDf|`g=r^JJAIIL
z3tsS(!i-0#P<K@b6<XZgiA8w(p6IP6Nu<ILeuGENIu3$JO(`(a#J|);B_1)=PF`;G
zB{~nA-0{u^hx|#dv{@?rc^H5Z^yILmbsHnZ{AL;{A@oPF*Oy1M6d1utLgw|06-pVU
z)K&}EU$BId+WK@FoED7WG$RvSj3jP>_HhxMX7X4tf^$ir?*?A`()lN&?S`MFzz9x?
z&7=8g;58cq{InKg3r29Rjf>MVzsKpj1tU0B@Eu>LHFR3=|0A5F$$K4n+zrm{`^Fr}
zXq_5zzB=;miRI%bo7r{@@R0-xG=`<3lnO#LRqzJIHlTG}=jg<;aMcbp@I5t9PC_oD
z6*DFHpoW-pbAEWDUF9`t5_sH5qYk{}Jf8T%;X{ii8YPMldxPT>0$<%7Z$9-v<HKo?
z@IKg=qnZ_$%?W>1TiIn(yk=Q>59D2?{?|uiDi{m0FvC6vi<7a$4IA-O{rf(KS^nsc
zJF<$?G8KoPLCfy%q!tVzI)j!w3tl(Cw-yalzXJHT=bw`ny1P5BX{&6kmA`k0+D?QZ
z8@~ll_!raZb2f@d5*|6LxG2FrM4y}eFw>u^6R4^~*6T=Bw}6vD<88T)=Ngn5*5F>o
zV;_|a?=?CfQ*CzyPNI=Ics-5)*@Z>$62c~?<9=tm)9BXBNFFag@TAsrQ3xj@ykW5e
zF8)iJdO8BCX8TdIHKLpKpSMP}Xkm~RZ=r4@AfqN0Tgo!pQm7D}#y=EB)S*x{th`4l
zpttTX&L26_<EXaT_=cEv+}riSvv<i(Y2l#MS?W1_aBCFPleV#I`dxK}RL(8Xy$&wh
zJV*#erxnFwZ=@2^z*tx?g849n8qQZ)g%sT~n4nhMc^v&g!=Ws%kCKxs9eNPkA|o>+
zAKt29g$dQKD@aXg>}(narJd-2h(W1kV+O2qqO@xP_*oHIl<Ti<M)|O+NK;hBo5(U|
z;8S)bb$as=!~$nlm%*YkhIv&AjNqhO^+*-G9YoBujNIHj1m+>9>7Xo$Qd_6|h$@4A
zK;}Q)hw3S)4DTG6Fv8JcM>x<s%uyV7??(}xljYHetk|)XvykSq(Dx}oBaH*%O6TMv
z<e0=^8KaezNg)uC13rpkHi^KN#J8vvfz@Y;nIRU8G)al65$nOskcs41Z`v`-flfK+
zjQnuP-1NUI8P=BqBkj-<;Em$pH1OKu?K{i;W@s-3MsU(<=8cHO$@3SH0(Hb_;fKL#
z!3a)TF}$l{asF`C%T?wcf@}15U9z(`w#5-b^Vs0DU<4<vAl}#jPLfqWkRcvyz5PJV
zi=STCB_2+`XTUqMcB7xJyI{A<$gCE&W{|8%MYWm*Rw6@;&T}cqg%}f9CMfoN`*9Xx
z-F?>OjXeus&+@J$f)fJEtOX-De=7%S5>(>dVC*2alH+i!Kj>tk$ge;XL)p864aoAZ
zKlIf55>ro`b<I5I<#LT)H`geeokD+t=t;ty$)HG+!6i!c9Q{%3P2+wVy!t1JTP*$j
zNA+_W)=eO#jAb0ZL+p$CL)HwH_I*lh15Ee^O*nF~WX1;x^vx!dSHN|8DO{K4O^(H4
zfk;niG2@lV<_=Eum47a1^w;LIAO#jq=1u@caGF7dZJ(G!h5v36iz7cZJA^6jbG#H7
z!D&W5NT-gI;tczs;T_%nsbHkl%zzd>mz8|k8B^!{)bu}Zs(E%u%U&m%I!Un4W@k)_
zR(NzGS6`txZUl;^o97aHgBv%eXWpOYY&agudb}t6;&dBLXooE)i)xgjVbzk(wkFC_
zlmQQ!2|c<gHc}bqFp|sTZTc)>74(N5J_B;*Nz<NMKiA8GUWhCo!QIgiAxe_|h$A5S
zC*OJZCBsGHyq6ctMfR`#3XewDbzbu4?!O@*R>v$D;hEWDgCoPwLSaVU{Mu!A|9iAL
z1jIUFS}=l>M$gNSrBg@0au!XARDS0Oc|lq@Eg0amFWD%3u}T6!muxE1VG=fa`YT4<
zc&(lF>XZEoim>U7UOsccMeXr|Iqr=eo*QLR5?dg1&nG=AL17B|zgd{5s|Dzw_W~(&
z<RZx-m4nT*DGoRNkNnwS&85fTo{8mHRU(qTLKZ$lt_3fRd_s+|Q@+l9Kt~@Aq|kcG
zmcDIfUl4MBt2E&1Kk5~zW~KwVdUhO1QYoz`k#)V4I?@zf07lC5CA)6R+;Zy+aOaC%
zvqt>=Er-YwK6o>^OQpa|JKLyB<+3wo&(f_JM)2eB<dDNzoDmeuD~@HB1w)wE1F0LL
zA*?{RuoSJXpfE2VLXi%IfiLrUN#Cf`YLr#%QWcw0#mbo~r)gMarsWq`rPP&1DIs{I
zygCqYa<!;7C6>3*sBYvA8Qd0(;3m4fn+QI5<1U$b%WfID@u54af=RES`xs`!ehWr$
z-a<HEC3qVrX8q?!6P$%<&5XpVd*N$ihnMjO;0gbmgj#J)&@KsoD)F8Q|2PC^owMIx
z*k<nBi@MW{Q1I1=e+fAmE?qp9Qb8J^3f^tZ6a&xd9wg_UMb)mVau*u#{sX`$oED7W
zTmc#*=kyvfI*Mq0oRxEJu@2X1+O=Q^XG5~;6w-XE0Oz253WS)QL9x05$5M`b3bnCI
z_A7%1dUY|14NwgPn;pl3(a7EU7(lNP!3QN=2RC&d3N4&_?#w=FS0!THzJQOEM>^Ep
z0%T?2r^D$qI#f7TJ!yyPd2^ZB2A;1PVTi8P<<#Jtj-VZkrfTOQY9~1pt70MfLI=Z4
zTa}~{s^r}j+lUy=_Kx|g<7W*J3drZI`yDkx>%P^7RY%&OI^Nx}ZSd&9JpJce7c?Ky
ziNX!_<Uuf<wO|P6N}zKmkR-0cSJWWLIs4`5mxQjmJ5e!5!QVupUM`o;(An;6QlLyL
zRxN3TYI*lE<wi8vg9M&QEF<U25Gc9x?jZP}C|U4=U&Zt&!=hyTO2i3He-!Ib5~aWp
zPBp1jznVa_qUI9^;e|)qm{CKMrYvr*76Ic~*Wk=?+_Gk7O`;%fsU)&gI2JBydo%sK
z4qeeP<V@hI3%ft{{YRI<VfvZR4ixrlNH>Esc%(~#5uEBdL=pw1gd-gKWa@B=OHAWi
zpS|G9$zyA&afqQK7!b>Xmp14zb|j%cJqi!5oUD%`E3^KHvk2**1V$ru+mrD4)_KD`
z7HORGZ*P0=CG8*UY?x6BjK=BBBnDe6{Jy_-T-fa$_=*2o>C$$~F503P5wjx%2hf7o
z_}%U_O)BUpwJQ8&kRg2e1>LUCfLY0D8Se|nl^Z4QB<U28ot;H7`b~GNTGAZ(iFvJf
zei`_W*AMypzN;_BE0<OyD}CCA_LGG?r%HhloXVl|p;(+5L-zLEl!RxtombxU-K2{N
zXUkZe7L3NJ62e6)_8LBFbT1Cz3)5qeFDwK|0;@mHC@29Kja`K@#F|QZJ7VxAUH{fY
zt**jbo<H{Abz)|tK@gTju~b_yf_EzoW~H7;N?916Y&oCkk2qxOpZo`fU#W8uO)~dM
zlEpu0A_rMvSqb9cv|u#J-WFO#ti?;hL~S~JPPO;;9RVBW#j?SIA)FgYz9@Pt0v%*#
z%qj>^%z_y;D?BSp-F~N2YgEXgPd<vhw@^1~n}~ZtR4t?=5Tm&THy5FZa}m<O4sjim
z&4a3Pa=fa3<R4seA&vsM>5)6}2Sgneq65i??wfl(4KX50slY)9qs+C@Hg-l%%j#Qq
zzf6<J2gTk}W}eAaDe3CiO!6^>r&r|B1r+Ya8NW&?FXS0-XC6)%%r<X6@o&v?pDGcN
z-g%EvYe8;^(yiUsNQF`Gok*lqShb)+En0wf@zLPq+o8eDSjwe?Zb!I9z40E8B}W``
zv=g+Da{}Y4@f-b~k7I9Z3)UxT-jmEvLjn_u{M`C3Tu30rnBwZF0V|wMD{MH!BlXk_
zHw)TweWyc@m6vl1h6v{Qo!S_8XB;9J<Y7%G=UG#1{)zaY*c>#~aI_qp6F3)V9i{Xs
z_{ESWx<km#a?~AyAw%xvb-E@!G*8j>Q!+`+Z1QyoZU@@j=o>2W&c&Z<`$%S~a7KT3
zw>SGD1Zd_LWHr>Kt&rla<RLU<$jzZnNr-om%&}C$NrgXmknU4!Rk~RNB8=CL(lTsc
z(6E)G?!f=AFayJ7YFS<}aaKGFMlc(Z51t7{#>CTBQ)@bH!3a*3SR{c~lPE%GW!I>*
z{V2GqKjILoe-ao$Ix7JzD9a)nh1Ocl<Dj)*1TEd)MJo3%$m^AX$JLn`UV1Fqa-pj~
z;^5am1p`d*l49m?kiRk>+Vmysz2UC~BQ$?aG$)WWL@|Q(V%UuJM;t=+PXZ%I&0-cj
zR`OzobmcmWun?L~l1+twT^@iDoa9o9BOy3y5i2)_`Xdgp`X@(!2;w(rdc&_31|KD4
zh8UTO+VUHRU<*d@(z4+_#nU@grmlp0(;oM6XtiK8PM)cjPBH72xyS!*P&VXbC9FMq
zYz4jZvvdjzhH!2JSuQ<cgT*p0gRWFe=XD@7=hQE6Pg``!W$~1I<_nU#F8=4sy6tw=
z3Sr3{Nc$cout7exydn?pnsD5iTA-qg8G)1wTMmYLiCPsEIW4GaB9TMZcS8?bzTnq<
z)jxB_t{Z_!CTL7L;H~2|vJ`mT;WIE%-`zU39{)V$;RmP0W1<B^I4_{FB@H4{`SRgI
z2B+hBT4q*n&!Y^#fu)trhRe(r7H8ls7{dQPP?y|7_|NM-ve$rN>4B$OJ&<L6R)I^L
zN+mL=@Gs{7mo2F<)R8)Ud$w!ew%vc(6z?(%OmLPsow8u0Q*^5lsom3cI{udpS)7T}
zkOd<RZBz{nzr6qO|FR*A+BgkaFw)Q$)DR8R<wO6=mPDt~A8}gJKlzR+4=Z()1cKc;
zt(8EY*?&B}>+{`QC!P>nFrfZayVysU1$d#=Dj$~`NKI8Rj$*38u01ZRXwo!qGGdC+
zy@|5;SR^oWpz-OCIE#_~NnnVC_WwN+oQWivng;bC{r`@Jw*NgECPHL21vyYC?PH#$
zB*fu@1w&kD^WURjDjc!=VK`C>0fFo5GZGMhAvvy)i2l$;Poz98XT5W2Ig4J(c=+I`
zr9a|GuKr121h-nKtRc&)JO1*sXZ@At%uRnh>+29Q%iDXH1w%OB#eShuw!kZDC|t<1
zGW$^QiQs~$w{M9I6^C96MsN?uh88K`Gb6L_Y&YM+ZOza)xGfmMP1}ZBkBGNyU{<i4
zVs9&;qfQ<cjNlwdI5$8jqP9<+7|of`pyydPB!j=J{q2)BT<^u$?bCu6{G$OMN%1mf
zz$J=gBdVFd>-4`VKM?^?^anMgx@yP@+N(8~!0TpI@C+6~-ch4PP}DB{5r^&iC*PUi
zWwm&!-8#Mqvd`Qxyuf|<nG++g9vx2vEf}Kr9pYeooE&T!IR~fCUASZ0q2BRuS}=rD
zO+)p_%n}dnn<L?X<A{d^LpW)wl+2_pDmkt!>x2@H{)od={gc3G#O{2Oi}GQ@JPdcI
zF>8k9L>vdV1*37Ffw}ww@drFAQ)wW_#bd4oLpUkH(HU^+<Fb?5^wrags^Be#y$)G0
zz<H`c?82=A4kOhrMcAe7avw21h0>4=FT`0R+C0z8B|LrgM;!L(p9F@w@)0JkdQ}*y
zLh~dC`IZU_;_zQv!+cA{$1ud~rZpmH&9Gpkf%wAB3Kw~s{^is<KZ466n^zVL;UsHr
z$qeF01zf)k%$lB+Js5!*u#$AbA2~IEHmJ#Sm13_eR$>rb3XDeXQ6M)RY}3GN@6bTH
zoXW8{Ef~SsH$e%wvUe$(L9dA;p`ELIRSi#;S93?*tI&k@o!dfmQQ@1{k*-GXls;cv
zN?{R6#?u;ZBe+_!^$>O+=IT1KZ4xitGPGYOWx55vL$n$%DtzqF(Df#yshUIkyjoj=
zu@m`K8xm=11EL0>OW?bBmoS~sbVw&Ovq~ap9M{$vlddUpy{v(Glcs@N#@~#CSm5HH
zW9FT$wj<S*KGgk6^cbw4ipc8?!&O=E>ABcP^yyQRm_SS@M*@}SI9Psy{bJKU*5RFh
zZTW2JRVq}jYHl1=s(^Q7Fry>*F9tWNF<z2h&`FTqBFAD?uLoEWNikHSRyvI>6=rPp
z7Nlz}rdk!;g5J3_P?>#jMzp(jFwIX@by)3K)Lh8{W~Y}0Ity%e>R0=YcBm-!BC%s7
z%Lm(%x21VsF$gV8Y^xO6=ewVu)4XruV}b6c6((;lgP7iPLpT9w>G1Z)VqyH>=rjfU
zOh<pFj-HSEQ3uCdxLs%99w5(~hCiscwb?94TZm*TWN()bnRe4jkW$#JqvS8hX+1Df
zO$)B8?qvNv*Q^{J2Ij23`3>CT9lZ6tw-(M1DTA^Sgi7dJB!!~C55xNF(G$i}s!22S
zs6CPbVfEAhMy-8fDbpX)sXMV|N6NDQd{j#sQY>iFQYC7s9Oi^iUr;l)*brw|uwVr9
z6Tob1uX@yF_=WgpbW-t`99o=$=8Aw9t>9lllqbXczF-8~Ck<n}%*=m#(%i!)t1fwU
zsPQPIMt)_1D+OK}c}g{c+%&FbWacIFeSP(D5PRk?jMz|b!3g4K32_ohFWx#t4X+Td
zKZJOSx#b->Bk>wu+A#3Jty8j9vrr(Ihi1-f5}%4pk`}z6yjnG-rALUeidZbs6VrP>
zg?yCe@S}N53tOwOU<BuS!dWR6r{r1K@K?PCt+rEqF-udiU<BuG;(9e`Sa7`?k(C1%
z<3i|Lvtmw!mU<kg4GTuvFmfE^g}^tiL;>Y~gtS=Ui!2zyX~Z@-l7sdw$-cS`9^2?>
z>c!qqvC?6|2u>Pp?{|U^;*?z3I;BJ$oED7Wqy>m2G>DU<=KPDti?asY{8L$Yp=pU*
zfK}L*XbWEO|4rjpu8*2D^eQUIVY%AXA8|%a|K#Wo!Mv7aziQ8-$&-;~H`j^Zgx=L;
zdyCVA1tU#-LCiUX9!HU_6+BUr;^4Gk1gCls?e9m%Ur2|)k~mn!-cA;bEwVN8?8mD%
z{o(ClkbML~h5zUW{`0Ko?3aDmtwp<M*~xA;4}!TNKQZ;oyEYxe%Bw$Qd4F0};XDda
zdy^H4W3|6l(@S{oPbSK&)y!YGqw5dh#XmHJ$*{qIs2JIh8$|sPhspXUKMdE~rnjVY
zdS4PDiR`zrg}9@aTSrf^I83%+gjl2Y2XSis)29JvCOuQmO8^c2?wC#^M1?QL2%K{3
z<L<%1=_w%%zAgZsO5jw8+k&HCQV2Pu4tXW9UF7KPaKU6=lk2}FM;46Wyn%4SRiD^q
zB!usFuxPP5Npal%h#g~oo(WBtZF=g#p4z@s(JjPxqD&r9GQ=w<E+qB6ln|kEtksAm
zLK@Jw`EiJllZ4))yuV}V)EDfIelsG?(lLz>M8R7sty}wHr6@ewyF^;>m@Q`tKF+OA
z^WMjz7X`xlF%E}X`SN<lVi6F%bO>c;$qg>iJPD7dIUVk({L>$;8=4bWYhrmqR*njw
zW2T{1K^mZm&eJy7z>fDPCSCe3EVzpYta;^;y$EQeMKuRpg(n`o>HH%dxdfSptcudm
zP&5=t@+(EHsoFh91U}Amw_pUXnQFnY6OpO<R?>*&PGu+_*4T;2Tr%U>TjTCJ5oheA
zS)GW?9y`4tJ3XK2_u$uGA2SOPiNAN6XQ|<kq~!eSg6}$?wTKKY|HMkF1tYzs@%8?V
z#mSaTc(OiS`;SK+u7TmQXQ>4vIIED%RAfU|yz#M?+BoB5!3g$AguOi3+T-EYb3!IZ
z9NZR+;5O@KP_@vLD6rI9%9{lvIM)!pmBPadVfFOlk<0`Bn%;_E!?IxMv=)q@-$n!I
zs{mWD4)DpB&slhfqCaFK?nE{XdR;!VD1RvB1}mfqS4vH3X*;!4fkh>iTB5=?9R==*
zioHaT6SZRTIVb=lINt%zNco}k)~_G(D#h&E_G!`Pj0GdOj}pB;XAHes_45tnJHc&h
zFfACtN#W7G-OK~SGamdX1FdD%uwVoy+2=G)L#Hg^T3ThrH2n&092UIbC)1brHPdXg
zJ9ZL>i!*PsEzFYt8+gX>K_i(3FZfBKys|Xr!Jv^G=mc8-s_v7W9bNH6L7S9}bH4>6
zILY$neH+VXcFzIMQK!p{Sv`tyenv1s`L$pK=T8{BNYbE;T-;hmpB-3#*s0I*6t~Hm
zffkJ5HOA6Jr8u+p9Ql6Bv0IuTsr`4M{ud7XPqldcXD_}A$U2q!<ZB5JRu%n?BuuM&
zMkKT*;w$9rf2tHCV}K2+lPnT2q}BdyQqx**mIDdzvZi2sZS>o3XV`%SdD$&b#@Vy<
z65_B|5>mnTW-Nv>S*>-LUSZBW3}hrRGizcI`F^S(MpXFGx8Ro4YRI0ePYvQX4Ie<&
zQSTn$f0q|_Jr^TeN)>5j2{n@7d+{3)=Kv06LeAQ*H*L&2JQ4l(-(#3JF6^fUee~Il
z^L9VGba+U+%NrJH_gbe(-uoA(r1cHizUjj0Ie&MV@WQ}LmB*4AnWu=fq!}4rE<N`P
zY83K7;^l!Yn&19<YeSvkD_^=G?vKt~g2PciT6&u#ps*Z>c|IYgPcUbjBI5^;;Z*_S
zL4r{oyrQw!ep0C#vgbDcwtdyd8<{oWd<bA9A)K9uJa?s4kRc#Tr}qO*#$W@ik3;S2
zG~({xJ3US@{i^WhV2H3_1Sb*Uoy!Z0fxmZmkJq+61j%{s<L_@uPelMBFhzBe#K5b_
z_>C0s`k5GVlJ1&Sp?AK@>LEkpRbp_%a@lF~FW)u!WT=H1N^>9$cJae)QxjUAgNN+h
zZ+!dugvyjC!s?<0BVDAM0&gF)Eu99I3P1J)-p>3q`NvyV{k=EdK|!oV+Q?`h6vP(6
zEZ7`p;!1BdI-!j8a<5D*^VwGv%zq;1$MN3%bgO!bs1FK>1tU1={axf-*tL7Z&N8Xc
zot~wy%C=D7sgSdgd>|Aew@?a<v_N+#-T{J73`Ajlv1miLVfRAL`NEeyzLgBn^5mtk
z449Q>>lW{<`bkiKIg3GZ$g3JFRSW`ufIp^<zUTelPNjL(7{rXC1Y6zt!8gf0PM<c4
zd=4!NW&N9|pr$G5m-R=SjY$9G=nv_<*)@VVMKje4P8@~Df)Sh_gO`z%VR?D_;w*?-
zt{nA89CGzf;+HO{>24@ek-5;rk8>2nE|wu3ktYsz3r4UTEhe}tbBtVQJ*^Iobthdy
z0W9Bz)IomDdawE9Yl!EB?3pF&{hklUr1bmi-!!i$V@V}BrovD2^|{GCWbc~H^<7#?
zFB9_m#$sVj6bmS4YEKDy{bNCR{ztT#?rh|xf+Y++GPKCPFtN_Qet*sW6A7TP(?)?v
z2qHFTonw|gFB!vBesGZ-&@r_PYD@i&Ge{PU9wd%5-Gq7+#Mz>G%d?+Nf$DUuNy>ro
z2MaMsmdmmQLpUieK}lDji=_B*3BrXFf!buI(Qp2pSLWotFxt&ln+H9YajT&4>hK&c
z1ztDfts?V7Mcqt6A-o~clDYDqwdC|yEe7M2$%%py*KhxMs%fbXvWaQs&TLahE;(m?
z|7CyUF8<}kBd(itRS3J9BCG+x5hyyGT`<L+T&Uiqm|BNBlz*w~a_m0WZoPE!4{!C8
zTJ5Qk1z2aIM4K%Xkhs%1L*{+{^Th&Q7QKgm4sJ$r@Jz=ooE0S;B4PvH`S`shGdUfL
zV)pM~HuohMo8rwim8$RDiwCRvBTk3~{gc3G&hkk3`3mYmlwB&E8PgV5*!p|3kmD71
z?lkV<wh)TCv7^P=OHRRUVtA7#4{gS@Y@|Tk-_Si(IK_AEUw7Z?3qwxPzz^NT%UUZr
zSMe;A{k*K&I!gYaZl$8GZyx_sAI@=I=Hpa9p8-a?LIFR#849OM9<i!$ei`}6Rpqa2
ziZ_~L-kp5Ob?_zgWjE0E1l4QqdZgysP5W=GihOtehaIpYVd2qV+Fy)-;qN0ATJ2Gz
zq+8xWT4gKrLDcE2;YB$)86Lth2IjBjRuyOdS}@YTR1%w%85!Br5DJ55KsLJRQQ`2b
zf)i=-L5do&TFo7=9*>@xF}zH`V@QAKZkp++4cAc?Y&Cj>hV*PuqNcow_o0_)M}Nc-
zM*Wk(NDq6^2+mO>sCva+>#)0X_ucm(Khef>JLfdIpjbxGI}g3GmyrW+zkXKv#I`y=
z^t6!IG`9Eb(gdMsv~P2TrNgJn2)b$1wF<+Dzwt(p_oDyB<88&aR|$F55jsju@0pXb
z^8KiLW|3!qA4KTaA8~|4|0FP)g)D5=BCm5p_(?U$plU7h77XEhk49uWR$uQ~KF=6B
z<>AOrBSu`AFoql|w*fk8Ewf+*=SzfmTP#kk7zZ3G&tMzalqN8OlLBLU$60&~ovdL5
zpUK+x1`9@TDm)fH<-yhOdms3HYLou)_-Vlq&ek*|zacS59Ok=X?W5(73O|F#NuA2$
zB$mI!)SIBih0hQrdWkGavkhu;tD!%<iy4dIiI@=dhn-!S8w%c8ehT(RZE%bqlBz$X
zhuI0}VcD?mqG?!8N%|v>aO<Ds=2xRFIT+Xg&CAwH?whjeuGe6B&>yt)5u;rbx+cg%
zx#iFw04E0;H=X1hOGUH{^LZ|iGC;^FgGwIK$CE;3>}-7NfScSUzdyRV(d$1c_d`Wa
zEif>04*UtD=7=^q$~$aLeM<sQn317wgVL$%RLFI@a9xu>4CEv7Actw$Lhw|`0v{E@
zRMB$|(O(NNQS{428;|OKNMT!EKg}?*GQB|W9?R0a_6%ak6#Ll#KSz$&kwFY)0>V<b
zL!H@p;6NGd=Dw3%xFAC%2{J=2{;~RsM~1vM^{E55R0_NvL$?C8R7HD7qD4fR^2q<y
zRF)^3T5U(psMrQ97-^s~HBgR%3+K&1)KXwJ_AuT}5WPXiLx_V}TO7olteG#|VM1IM
zfm_|l@f1ir(blIyp~WyK*gp=#jRW|hoOA!vwoy|=v9Lx{U$Qw%rakod(e$AqJ(}hu
zCutZ`Gj3V9wqeum(kxNxbtRSsl_4>P>cNyToK8JU;hu$YR~a>3tZLE>Rr9*VHY2BP
z9ZKko;`~yY*n%`pkAk5`$|2B2rfY4~;`*dN;;d!*Cr5v1%q~R%ij*6km6MS_g(c2R
zFKauBgV}-+%)1G5m7Wy4HY+oJ1G47mk2nqJpX72+8ZgUh&;ZWXf$!3M<8~7E#I{(3
zqjoO~MsS`>i(OgF5?UUE0R*_8!Gr^PeROGT5}^uv(Q&C{anc{U!f9IH>!AQmW)kuQ
z+o1ijH;^m0T7;%25J{OC$Wcb2%*@ip(-uAf`a^m_E4<e(Rs^LBy89yO<Z@^4I2OF%
zr!9e3x1e!bCTG=+AMM}#4kcfugyc~)TQGw29}<_u-qUe888tt}9Iij&$cX+aDm<)W
zo=QQL)HB2L+?e|x9u*vm^+z1M`X_-AY7dc|RPE{IP0PylvD+_vc}TGW>W?^0=$`~e
zn)sQTNT#$MeiUCb@;r;9();)_UJ8sLP9gcTVmE0i_4~TO=nE9X3(?jolwKkJ4;M@+
zD$K+#f}4U#)94~Ol{R@Qq^^8OqlCm87%P$zYh0fsL?kJt1U5uUC{l>Ih1fC5(>vIh
zRaqJ{De8hN1Ml;Qo;hv8&;hkQ+<bU_SUyb$wDH}~*?yed`$;J)Sx<cgbhJ31zID@#
zr1Q&#9FAOizB<4u!J}2d>&5*wgQ7h^oV8C*m~;Dl#1Hj`FbSo=NVlFMo*->0c;aTp
z&Jz}-JA=Yz_0ED3)RYwj4hw`DX$WAXM+;HYQ0#enJ&waX3r5hZ1R;Z&8;03hYw~xc
z@1f#ZBwH|o^9v$5(GJI{ql!2j`{sZV<O>o|qehriS@Ob;5iBzT76xh4EZsr<i37R7
zlj_S&S6?)tD;$)4sd4AgLg_E{20yRYKjUa!v+tcbC;O5`PHFxtXv$X(!<jM1#V}-r
z^YijZ?J!m4UQ!FHkVc*JMly@duA+5CXWh8>N7S20fe6!C;7WlJoNWo`RN6g*w_lQn
zP=CaEh^2p$Skr>@D&UMHV~2%<y;7%*>c&eD^dJ2pd|aZI+whdE?0gJ3Ja#Elf~!0N
zQ)Thd+o0@+-e~Ts0kIZ2A<LnzQj%13bs#1@X93mAk{CEdnMkK*sgOwO^5G4NZ8m1!
z-ASv8S|vz^z2OXQFzW6LAB0NM1vHfgUTdzt#FKlAwW?S!f|G8DBV|XZETd6VKK<Eu
z7ajZ(323!%ah&bTf)TW@fmCEMpm#9Hf;Sx-B|?^xp=nB99$C%J`Ag?qkdvV>xfB>_
z=Vxjsk=}zu`*&!ogMU7K0Zg%MI2MdxH5yUytf0?F4jY{*B)?_TuwVoyz2JqteGvB0
zINavN^M4VfLkW@!vRomY4r}kMILKL|@B&MJ#9@a1NnnKVONsDGlZrg@91C+kT8!Wd
zngUcf3x934qQcv-`f?2AKfr72X{Ht;r&X_dKkmQehcvC08#$I>WxU7iPP5l4IjhTY
z-k;+Ji`Z?nR;c@N2BReR8|Th8X|K1tdUY!ds%4b4U<jvpu6PxA-B3ArsBm`wdPmm1
z-C@{$rE&50rkA~{c7)Afl?p=XJ;(==RAL|%&g~nn`skK?FmT9}ejjw2zm|4{KJ@Dr
znw%B%W26z-7_c3vNX1k*x4icC2iJP3A*cS=&+e#oXqnPK6kQ5;6QGEi((a&c^>TN>
z^QHa8lNTNcFO1h$3kH2X)j0MsbCH*w?M@sQ<_wo%de0ocNnZPAYrTZBzgg_HV2Hf~
zY41!*pg9wKj2Vn{CC=4B8yD4cU#8PUGKeh5&sK&jv&&eOq%oBiJ~5n|M*+UwIY6Nb
z|6v0z-1vn9#2dq-nkm%HAU0?LJrvEL1)T~>d?X*<6kg}OM1W8sd!u}4v?@1G3aBs2
z)rd_hAaUQ&AG+3`L=4x`y?%#yNQJmX%ZIL20l!9)(ALyE6)M~0&=A*V{h_N|K~>73
z3etIa8RRXbhMo%l7!w$7;qD}=g@?6ySrh{baRCveD8S@B-yH4q<D)G?&b|#3`^+qE
z1JRtu3^P2{t{Kj~|M_Ug;;9uvHcw9sbCxgIf_r4nF;O+-<uDe*KnWbBmn|=kK@7JV
zR2*1s?Dx>?`+S;vtZjoTA@3RnG2G#4f}q13ekv*C6)=e5g)HfMX%$|mV`=5^u&e@P
zLmA}GbaUZ39W_&VO8hU*jwF{QcVQ?Hi7|k`=d8l4=%`TtUoChl+J4ROV5BL?n-pvZ
zuaToVBGXNO#MyfEPrd`iHf4dOj(9JU(A2P-iDj4Ouxws&TCrecIFxy<mfecYG`5N0
z!M*;7(~ka0V01g2KA}Ronl;R`C{~HQ=#Mza^-sP%odaL0wWvQ$|MJ6Wy^DjJI}cO2
z{)mHH|0FO%_+W(_uHyxG)J!rPMYmP&e}sDk;XXIW6r1h;e=Uro7ODg|^MBm{<zJ6f
z39#q?x&en8s6`I^bTt6}!)pT}_YrM}JxpWQoZuq>Zvf^{)Edn)6o8R&rv1#zrgbba
zu$3)5nAi6BYPexk|7O>TtOl23Y4(@Hn`yhF!uMbS%+E>trdNEdKWQ+P(XdO=geZB&
zHAT472v5l?h`x5xH-C~UO=zJ9#@H{^R+g)l84#s{Yf<5hNDh7YS{{6DQtSRR_l7^=
z-={Z&QeXu6lZ;%2?hxb@Oj$)#c0>o#DT@SoDKLVZln>8kE}Gpww^#AgnXg=m_chmE
zTEG2Jx~wf9yJJXj8eT)-nQiTX3vOMzwrDln3X-b#e)7Q{-HFi;P=jRjiX=>=^*89*
zrW1ttFNS|h^9BGAAV<JORXB^jX#3W|dG$k1&7BY4GO{fD$EY<$W&F$Ko|p}E_uoCg
zSTXt-+}zZgr<z6{N`VpXkecG<GfuPP4*B`heRF!l-(}W=4KG;s4jJdHjeG9vySLw!
z3q6cC?y@1fE4-5+UB{{p&;0&cYHg(utFBa_?ve!$Qe<}VQ#0>5yCkVj$jN_b%DkIa
zk<Get?4a;i;O3rfC@1Oko=l?M9tA>vOf1ODE-K{23uYn~-<o*xoceecd;H#Vhss@A
zMURu4Poh^bjJQ0oWvGCd(Kb}=;_3V{<oCy}|1eo9-bWQHg(qhfPMQKWD%a0aVVdL}
zeS<!*{}E@XuS)6k@z!b8L(aUuHKzX7WuV~?DRo{U^T(hRFG78@SnSP><&Om;L#<MT
zCKcsgQ<N7Iu9p{dn0myVsMia%1eJ+BAX)IzMiW|sKvMKUhnG0`6){gZ|EQ9K*)&b6
zD2l==S>HsZ83lD%tFkoKiYk{6hjUy+amuBD(TU!6w5<x?dwFk~uf`l!VHQjtii<Ae
zRFMsvhQsiOMm)uwaJXs1yvYrlX1bFK@ilQOJfsUKAw?-jg_!e+n6g(8Z=-cbraurs
zBhG$o!3bLQj@7>&FsG&;I^O<r&nJFJbF`myu{WOup%fUwNlf?dXW=sNY<~GI&3Pg%
zH*-@6uNWZ&Uy&SE#rQ{(mF=iVy$C6#k~DIh8ktCv6SUdLyDn`3qej%uG?M01@?<!<
zhH;jO+99n<(g=ma_s+#e5!DEb=Po=5xP57tc@N`Zl{YVTnpiM`vjO3(7K>AM#_`Q>
zD45rXRzwS@1tU1`0Z!catKG8@XS5(ocuwGHp0<A#dk@7@Yr$yDXE^3F#}I$})OjD>
z;3mZlIc&iY&IpaST5xW`_(jplG76KJw(J&r6hkFyq%4?doK0dE1|Ef=9t;}H94#$Z
z46HEGxne9_)b>Z9&}~GbRhh%8Aa4i~3VFHF(Th263@kSrCNHY~?swfVx*u}i(rG=R
z!m(fk|J8)Q4s0(#jEw{tX>(l)y%<LF>5P1J(4(cwqr!h6kD<As(G7PlZhwVxTvTLc
z0gcZ2If}liaM;F%P+a@_zg@0t@gUlO6nIWta5n5=SH5@OUoH2py+Ca#G3XNmew1vp
zg7)xSr-pxQuRqxIJex#;3g503fRUb0AsT#1F<s=HISG&Ip3NOP%9&ugI4v&CTCH<h
zZaDsM{puq^-cp_bh6{32U9ZQ-<?9voH{CKQgWZxxWq0N#b!a@1uJ-%^HQlmcq+5oy
zL7W>VY#7sd4BkH8TH)Xq-;G6Ha~r1xBRH=?*CW-j)2P6Mcsre`MG>>CAxRk(&XPk1
zI;Jdd5OPN3_Wimb5w=QOFO_SgGVc{0KK8~~5s9V5UV0#lNqG~g&r~?mF6n(qpU3Nl
zoQyiR-FHW`^&w5RS;l!a{x;2dq5a<5zv(vCu-BkW44}N>p2&-ju4s;@m6v?duE(bJ
zYOhdIrnK#ow0Z_fu;7I)20n<NpJld$TD^JM_>UU}xL}?L<rjWi{9cttc!jp-;;Prb
zhHhoD)EI;8x3yPo`SseGA!qi3#a~seKE`xw7mY?j*lkw??i*I6Y#X#`<t>+loXQ<H
zzCPd~3YhdbBYl7-Fcr?`7sH<xOa@F^?sG%O<c5U%UlGnE3i6nzw0^aWQsJ+da1hqE
zJLx{v@s?8)_LczEk(J%gV5PMVC!$_z7>$#)6>F)TyR-i*8<s$&A9ZU+-GTM*N7pRN
zuLVOmo04p*zF0U}UBp%Ejny{ZJo4#V<KeVm{vU1M0bf<I{7*?j5<)`noq$NM0s^^|
z&^w_>4I#NXIgsW_LJKM=T~tH?K|ll*DIy|>fQ2Ge5D*Z!D7}R)MG!&$GrMPJ&pmr`
zpFi~fKA*SmJTmvYv$M0ayR);ii1{pF>X`Y=xPsaWUSzV5eS$Xa+nfY^UU{w5seM5f
z;~|X=?5MJ*C;UN(AB?JKJsz&!wf~?y-734ZA-(P=)ojcU1DNXK2sJ+7-7N$CMo)|X
ze98)#8t#3zeNftCIeKLGipT7=1q}}s4;<8msTphH%V<M0pa2%+4v$8g_@GzUe9%y{
zSa#HEAV9$Eg7{cy`zjV5(DG0#c%kgtH*f5FlQ+vIW~<mf%-OwsyPs;pWsV0O`p@pw
z6SbI;OQ~7op)PD~l)GT=`Yx^Ns9tT8YJBZdV}rxPB8%#0A)v#P+4;%!d`(CSMh(;;
zMR~Zx9K5;#J-?ly?|RKic@!FyLT!XQ4TZ-a@;UrhdHfkF%iotjx;Hv=QXv6kVvH8W
zLeFGp^KnO!9n+jnG8GzP`w_Ao%zRVXMJPQjGzR3uhP15?k8lCg|1~`395*ugXp+(p
zS*Em?7v4M7q+>XAqH?aQ&<JVh?9NjV=9W!^T=w3cYA(a4aJgeg>fLZG|70KgB1@1q
z<G|@0k$I~Dw^e}}rYaeKq0kVw{Sb4H9g|W{FRr)t){3eqfqh70#Z+hra};1=E)d9r
zm+nr6r2$LW{RuE-V4?LIjWZV{>>fLG0o)MBg}lkJ4;n%rhaB%`9P4Mn(6T~1G$gLj
z@(b-<+W1{N-|4W1KPb$kHVwH6Wg9(wQXnQ4_p*LQH2jnm8fCFLcJ-Ohg1)TgG7hk|
z>I=XIu|jM6Y3!-!uHab9{bj4SZ(NFV8NYIpf=GgeHow5lj=!cibZM=k$NZIca0s&$
z#DMWRn+|o1?qP+NclGfTBm2Nzp9xLsr2Nn!m8~`y{TkrR6T(jA%*D1ByEzxt9vayW
z7NT=bg^o@w-5iY^``xp^k|#g^U4nZQ{Z`+Dm13a<fAdbax00H;v?6mN_CLItD4G0_
zNeLeyOoNypzMTMDjKTgoT2F0P=)`I>8nkw4AJl7~_srSVveV>+02&m6#`u|u$r57D
z_gN4Ko_pz(GDi<Iav6s?2@9yhuo!d82$SWRMa9=%ZL->B{K84((oSx4dqz&`{Y?*-
z@gpPAa{_>I29<2{^Y!D`H*Mk42A-(A>D=JevZ;@dhI=0@UCi(Q!wo+1k*TVI_!H5P
zQm#PEgUAEF7R=R#C!x?>T3V@uxr@$#%tT+IxQ(@JT4to2XN8{dp8&lle@tp>;^^oX
zGh&h<6rM$!vKQ=Fp*5~H{-parN0;`b&!bz-lLkWvnR@&R{5TsLs-QOLuuz_CDi}R#
z|M&}m;D29oDscW+GhmaaR-n*O1rb<5C<bK>O@Y|IL>+T~`RiklH!QT5Cyjp)TsqiA
zA0(_+_|xKCHQDcAn_=P6&ld>Qk08cIHVTbpFcw&$-8?^P`Q^2+1W1{<x@4ypI>{bF
zff(!g!pR3c;o}R)p1hpNScpi+#?{BhVPQI2i@UT}zl#8uC0;Y#z<b{Z4PjS8eh+c&
zLKCU?M$EBk$-9SSf(4niYWb&mx8jI2I~@PaO|3#hm@gsb5srz&jyd<WbpLVt*XrQ<
z@0-;A`dcj#(;UKbd@3}Axdt(ha!ff``FaQ5*Gkfs1+4fB^~S{XK|`1|(He$wxx$R1
z@vwO|&{?6aY&L#%)JoX4)x6TU(#<V(0R9-V;OC2m;G5$#aGbGhq2K$}p<kv9fvp-n
z8E<&(m<kPHc16s+TnuNhyU;3WJkSpovwglyb9L5Gv=&Tm02CU+9Eg}F?3h({r@d4z
z6fl>(lxJSGG}&FON{*?}5av55+F&kPGXR|RG8Sfjeb|ZaIX<z@uBE84R!i+nL(n*f
z8DFr`W|{NuRop$a$IcEetzg~CGcUU*04CR1%WNEWcEe}qR>AQ>n>@)k{#?=0Wt`=b
zm$TTH7YkfZuiFmt%XE*pQ?=7;(zN3gXne`5mGpT}myT=ir@ORHA%o8Usf~wfSM$N=
zgNB+i12KPNl4mnLpY8`It~)zoTMrP=lk+!E_E<_y@kK+JsQ<<(J7%?lgJSZ&4v*}<
zy>si16+=G)Ol6s&&=6)8VxHlcm^MqtLL2o_?<tGlPk_gxw~d(JZrEbLJc%@Z?9bWI
z5GFdwjdL9HWM06;LYuVf&3cnNB*9CUzmD4<R%t$9p5~Z7Xb7`2V0sEAXFxQi9?RaP
zX0N)(B*N6m3=vxdh=j)4xb+uyrHr`6L#%Ny#o+JrL%=@1b_mZ8xFMVz-f{5r^<%0$
z9vj5>u35O|G`6CUC<0u3KynyRV8FybXG24n$dIuG2)!D>U7V2RbYaMwGy7f&lru{r
zHXtk!VpKCy;fxOUWClx&ARDjzmg>Ua8b8?Ul38P3`!W5`@<pISYC+??WTMazW+Q;}
z<YNouG(1C3#!ZX99t6M&ZB_HfU-VxN^GppRqI$W;@QSin#r%!ZLA`^T@C|TQXmv9l
zebe==Tws){JRJLOfjqQ8?U9ejEeo&6S>0E!`wVRDuEmj`9Np54$Oi$rCk)>MgZEy|
zg*%*MvioGL(0Br*sxIxDNAHzyu$Sk@Vr$_D<P81`eWLd&2Q9%uOPZg1<Aviez{CgH
zA2}0=(?U8nG&kq^1cLOlJSxE-KY(r)AA<Z3Nv;<F`_Bq(&(0gUD*J=;PJ9@b`N$a)
z3M5!)&)jL?e{?+TWW<L+ED2+ex5-b(ti-I)js}hH`a@zR7kvoww<WpJ0V-jIcA-=5
zd9jD#3bFVQ<ku|ZJFqXYFwZu@X(v2$f_w&~;5C`C3_Ln45+8zmk0jTRp=M#Bb-R4;
zncp|S>PvhG^0ufcto!`*kAZhqX#MgRo*H$(9>l|$AA-CT$W4$>L|J2@{aUR0_N-T6
zCJ`T`@h!1$E}-E3^=>fPu|k_tICuEG7A;-csFACh^cWZoqi8ql9Lq+!lX=D0+%(>T
z2Q3(hUKBe73$5f7cm2s9fh)Dg!NpVhG>#&D&KCsw9177jaT)xDO1KL1tX~#;T5m6K
zr18K)2$D!#I{!jKBy++tZElUfEC?HF$WY8K&?LE&hPn+r)Mw8%VPS??Kv<&Zbk_5K
z&aF-Lo=54Jqcj|Q77H@~Yps0Gm!yL?JUqb|2*lo0#~4aEPxA2VKnPo0)ne||;})}4
z9u?>S{1)1D53BhZ+e9(h;$xY)TkV2f%*l21uCPMmp(J2C#0PQp0-*6$_#4cBkA-wX
z^L^!aa+;`w>?o~PoLI(A#<3+CozQerd17GzvalQJ{q<bPG8U9Hl0L{h)`b*De52`S
zltzhQL2p{qhmc5B<e0%jqySchg?T~;=T!Wt?k>C70XX_%D><UGZspvM5d(G%kw5xp
z<i;*+pC8Yqg2{-?WO27d*0@{z?mBW12c(!|IT_xCkB*54je!|ZI<e_t2l0_<T;$`)
z2Mq~(7z4+nrFeAy;aG7zO%UBhQeT4&_3&0mbr)o6uVM_4Cx1c=T*%eo?FKidoPm3`
zR`)tTjqnP|G#ys<3LFH#02TdL&d-n7Pgqb8DSc4GQ-M@?_)*98MbIE^Oa7`oE)0X+
z{oTKo6fUuK1Q;ii1?hg_*AgI!ed8)erYv7J!X=z`kytGjG^uGK&`Bs?d(>6tfcMjT
zK&|}NMU|=zo-7Q7*rk>C-rAp0J%en@5wJ)mdDhQ}ej2#eI$>(VQebg2m-Kn>yQAfa
zyao1&iH_a~qX059d3JSNQGmzd)XvFoMI;jW*OHv25Mgd8t?;q?%{=cw(z5NlW;U5U
zGQ%aze?gpFIJza@nmExnS9b*oeGztu$qa_&vUg3jWl`vrgvn*=AB{)-IA#QqKS1+o
zl3&5e0t@Zs>4VqIUJ6T(Z4H0^tlp~Dau0$r+U)ijyaWR4I)5D<maH&i{ve=RM0S(X
zqJPKuiYv)B7$gQ3<{hAi5%eK?t1k-Z0wd32DJ(Ce_~~+s_z>jxkUSe(=%BH=vBhkW
z>}OyiA6C%SDf%Fd9RZaa>-^9zW?g`e)zd*cv_-RzR9pR3W0%(SkH;52Y6-3t(O>&f
zdCU<iO*v)6;cC2>-A+fen#hhxE|r}eiQKD@llrS;m?W=>s)>a;?B|K#<d4uUT4ORq
z+!Va7#p9*G;8??@vJN2BO%yY~kOs*rv+ne0J1|E_m+=j@-A{iD#*qFJd}{$4-|syB
zMQ{e|d%C(leLYfY$7qz*S|%%_BhDdsu&eQWYv3LdA0#VD?`O<K7O*hil7lDH#M^12
zr(5DMHf1FnPeVa`2=Y-#ZuT_0evE}yp-QtyGYY~Ybyc@_Pd)BjoJ2bVM@}}T6-3Kz
zEPpVVty^A!#(D~&4aeYIc#|y-j4M8b0@n2mHU<mR0>Zlt?`6)M_-C{3a({6G_4W>c
zz=R}QBN9w#DQP9HFJ0G-*vpHGVv@_V55Dj?CeEqPM;JHwEEJ9$U||NjLo}OsvW-+5
zlWcf`db&0DD11fHYYGy2YG&`*>vU+Q&=9iRPJovk6oC~oDupkgbAp*SJtR_I^hzN=
zxPUciEocOYs2(;53sMX1hNewk_3*Zwv!|i{u`aYGMxn7MJ~EBlT<kw0CKi;0iaw|*
zZy+YKkk)P$*N0`cS)p}uhO=e@SLg}<eZ;?xoo1bsl^LCkDXN{&1G$x<7+din*cpZ9
z$Q%SxCpf%=bqumtM<3+G{cFIDCtrWJk<wR>OHWYLNQ_BK2pX=3p+6<MLPO{uTVyYX
z2tOZz#l85*H0}eT*Dw-)A{xS6g_x$iB@bL6UI)1kIHnI8!o=VwPwtk<-f05G{W3G<
z&p&^ofSDKcFM0w1vn6ECQ5T00eaLxU?ldyRpNNK7U5BuK0NdLOl*{XBF1W(z(b3xv
zyr!ol>9G#5UP=Cy?&nooXo%O}5jK!zz_F)b{CE6H_l3X3eIcUpwQ(Q3c&0`BDqx;a
zTA)|b{liz5utS`4;cC4{OG~+o9h~G0S~)B<{?Ierht>Pte{169{BnAH2&8;h$j=_R
zN2zMmrXr($17CEB7E!@PMq-MAsvuOaAtC}zP4jdv!Z^sQm9r*)Fb-nf&NaR@Y(xD@
zG;!R<d4}&rErX70$VTy|(1{4+5Jx<KPB>hNXnikCH^x+jD724Pw=8n~bX(aF=^C>(
zq-gptxqk6)<kEtQ=c>GX;2Ta2p_^)5zD+Jr{3^)ru)QJNmj~<Yabbfutvxf&Wn^&@
zITFcHvGVA-^!DW&xWq<RGJj!L;cpkb31>a-SF2z7O`k5AuK>#eIKYRs5Z)nRH&{St
zW&Z_kD%N#M3LHU;56Jz@8Sp_vIxDxurf71ZD2Mk?dwcrDiY{&W-9kSl*MtN7XH8E*
z9bBZC`(h;JqF3k%U(#FgSGF2F>{O!?phH2sZU;30d{u|YCh*K~e@7U<@MbN;Sr7}F
zP_^OBD&9I+<9U~Hl#{TPDOzB2zX56SChxuV@R>q}%Q$B59kRWAn*TjQY`fX{3sbGv
zPrp+A_!k9S+OY4}6{=j}McF%Yjc2AtV$(BS!Vw234(;R92!!nM>ow=eInV?LfU<0)
zh1SVBrB;<&35ldn@P@F726c@x^J#lm|55t!;e3)yxuLZ7g8ob3m)|c2om)G7^w#yg
zGoTmDiAnaXLPI^<5B0JD1(pnj3u>U881>Agk2c7ZKJ4QzPZ>L>=bY(KgQ=U$L^0WN
zH@}63YQU`2=J|j=7EBc@v@P!xt+iq`=uY7Agqy9Ng?Fq#H|6f3Y_p*m@IG8kJ-NKO
zjbQ&@Pfn`^Nmd}B+ZPm7E!X1y`bVJVtT6AOm4|(Qr_ijN&1*q(6eo&EzpaT6W1k;d
zN4+Y-V4;QWX|rSPIM~SZXA$`G18fqF#};4Wiz{iwzliLUbiICa@RT=-f7#Qew@r#n
z(h3bV1wEa{kEkpDmWd(q!{G3JKS1!whl8KLpRfr>ptWZhrb0uQ=mRx=Vwn0GY!?<<
z?T#6rWNe1R-{wIDigY`h0GNB2j{2e@Oan35%Fo}3LQg<4Ztau1H7qxFA6U0aZGt}N
zxd#rE#Y*u-r03gi<1?Jiu%P`geVF3sBrsRx(1zCQU8mYI*!W+Gp1G%RS{*q|B&5HA
zq#UxrtM%$7eFTGlWR7yh>ipUOdz}wGIh*klGH{0s4eVIzg<~~c#wAV?i7;50OB<NM
z_`rv^m9H?8tY%2^H7JSc8;7ZQN#WRTzb9K1LoSQW%siO#S>pj=F!hM^h?&L+5CTla
z_-E!uRcT1zBT<0n%963kq{FWyLgdH9#IU-B<6#46m@7-UqNVFHd-dh7uFTb)=59Bd
zE_2ftj?Kb?ylRv#M0DXXBxfA>@u(zbvc+o)+Q&ssb$^i9#bw|^1RBNe;xPM4A-~mz
zUr3q0ieGDEBj_HGdIDN8W8}58BY&LuaEK!mfAV^GlEIDvSwTWZ$O_rcNXdY75tgM1
z%^%{!0a^S>UEhC-$axSM-#J%t-xd1?$k3)nK5|?O4fXEV*t;MM^pDH)EKm2$0T0i-
z2*LkB%RfvQJr#NvHyB`^WH6j-a_ezrIz+j&4&N1QKXni!vNj`GWO&f7lCFhIJ3%~G
z!lKKmv3ehudFE`e$4ar#Hm{gg#B&lx8Lgbm(1F5W<8&;v8(+-5{N8)9aHV&tyMK=+
zW66iOo5{q02Zi)Rd{0|yo(OLzf4zaP-oPQpZq&9=MCJ2i9l1U=u5tB|D12iLZ$a@b
zPnO(~W6efBfPtQn^tAZoihlxn;yia-_@JSl*o&CV;peZ%!5CwO_Rf#5wEzC4GA{an
zkPgo04r~e*rm|Ri*IYO1%hBdyVV=mt5h6dDhh@Qj-k)EALD8|$c)GG8aIkl_c(S`z
z5ozzF@6URS!x!(6Us>cu%QSMMM6CTl3w$16{(XdSQJg{Mv5*Oah0lisBK_6=%vH_(
z)t4)#PkJvW#EZ9hBlAwFD$j#znyV3XXJ<o0n72^KrZIzO5poz<(7~0tMG64SKe>?Y
z*2ya5K;BwO!uua~+hVv0i}VC*!a}Rozwp6e4bI98{llOQ_x+`i?;~gCye7MrPPWCa
zn^xF&klwVRKIp0ClHRJabYp<?4i{n#G>u-JsL&AR7r+CUJ8{tOWtO<d#+n&bHA@N&
zA^(NQc`36k3p9~}=JK`dt+O?G78=6t6%5#6kXa%IGA8_g*oMD=`1wuzHpy|_;`^o;
z-f0tsf{><U+W?EgQ3D2I1qICtqVVL)p$gg;i4TV=#Gh1u$`Gs~h%w(;Pxkhq@?Tke
z$JruVXo&eZL=GloCx4Bl%?{9t><Bsmq4P3mNCaa~fua2F|Ad{0*kKmz|5z-kh@anv
z?=2j<(<(k38X*4Ul?R3`P13Of-lK{-@*eea6Ds~Jg@(jF3XqLrFok%He}&$GTZM)&
zUq){I+h&Xz<L!JDlY|+gaLj43qtFm)Zdgcq0^1po)Y=W<XVz5|7u-`^j%UIxh`{*;
zun(K^w5l!Ri2N;aM2AKldw8r6#NvGaxNya$dz!(##kU-m5c8G2?#+4C1J}kTzV-80
zD?Y3xTvHa3hx0cLs@(-#b$m%(O-@QOKE$6L|MH0RjGoIXy}c9GB;qy$JO<8J6Y`u`
zp`lKYK^|7js$EVFxYh%jV)TjZa`(?E&=el!!K&nE&k7A;$}kKo=G?zel&W|58Cb=>
z8kTY?BpxtL-%un@$XL)_ck_lLJhE;2hGfnXK1*GK2dn2soUYQouFG`%=<J>}ivpUN
zbs%eWBe;l=H)Z?U$}w&!!TPv&IgZi+hX-yyv7mhG^g$j1A2ifj>G?6&WB6W?JU?2U
z9?`7Ri~`VFtLq1spz_d+tNUqMkFg_NJeAhC!xe7eZeAZb_4j)gKd%f3unM`$k+Tol
zmVnTyX*;j{Rpe+ARLj?6mX1?ss44PL+}ujvg9Wph3-V!vcBS9C{8KMsQ}`y>z(2D+
zw@O2p{ZZuRaji`0!h`o9ZK?RkG|&+bD;*y+gc*&P=DM*6>|3(f+I3NhAM%WNRLrHF
ze_Uw2yHsoGb&&Md<uDl;u2M%Mj3B;-WET^$klTN58#hLnYsjqq@K<9xZkfb0soK|F
zlQw={*b>Gd_tmC%&Eh!&-)6syf$8I`<O6Bm<t>*hDq5&>&R`gr%Rm|6N{S(}?2&Ma
zqV)@DXSm&QqkFnj-7(%_KmTsEW*~U}?kQ<$Zb+^&0uqfW6>y%tLVc9!OQ9j|Wz40&
zCFZig&6^c-{ZPoIiRZNF0>qEl5m?aR)kLZrHQK)Lt>NK8Tj9mgu3xNOkmGPDxj+^`
zvqX5uNf^E?X2#q~!8R@ImnTj3&dDR~$Xujn#~o(Z;*Yc$zkIuK|7<w7IWxb&$KP(j
zLl*M{MQ#bi@v!-T&m}q%DFMpF{qmG2VfUl!kFLGlPF5?~v{u{YdY{u7?I6k4-*4r5
zSl>W@t+FZQ8y0w>hwsJx=rBW8+k5Z)sgaK$`tjtSZ_O@jJ<O1Ca@K0a+r?UykPU&Y
z63`iWge&rOw5)7Ml2@pIt8=xq0pQ3tO}-Qe>Eq<Z7cTT}1?eKq_&Mg4U_*x62uQqo
zYhUHOUF)Ywfvm)SFzvY=@*}bH`v{gLrpMO@4QZf^eluJ96KWUlw{tLT{~kMFbuV}p
z*|^19i^|6%WW=^w>-l5(Db4?erkGoBSuJ-~eFFz*^$LAa^V7Rz@>vWLLeb@Zt@*;)
z<-XoiNVZl6by@r2^SZ4gTEA1<rTunotta7Q%YgvXWF|p{hFW_VC1{#w8Sz2K9O8q_
zvkw}=lpaDe+JMDYQTp7e;}*tj_d_40xvf7<667>6Eu?LoaByW}H<w{<>!k$ga4-09
zo<`rje@B>P{=y^EI^hD*s=n}Zi?jK<NeRku7&EsuHpkrd9Tr)@kTcWXveshVDh;(3
zZ)|w-L`TQD6IrS$<_5<?<LN4{MbJm4v6SnKv@u-3CxwIgWQ1^2%h`au4&uW&#r?%{
zbwa*f@d3_SdAg$J%YoMh(-LA5YbB<{#IaOXC^tT2Nkhd4HFO3x)L(U_lG=+8hrNaP
zllS8vP^o?fQT;l(-A?}5r(K|5K+xdMF=Miy0iPCHM)_OQqx1H`1K;A+4_MsVosGQv
zwnxYb$~<$H{zz^N*G70hXNF>u2kcgdk<bW@A6B0MOJ|<2OH74^I#dQVS~2;u=s<*4
z{b2j&H_XD56EnhFVk$I*DTAb~nAH6|uJR7>X<B)Ssn8H+2u7!x5m%C)mT%&NBCdSU
z5T=ZHwerailMjL=c(q&F?TUq<?WQ|ZVk$I*Sq1qtZK)i-4xSEksq2G=FsmV^xzv?B
za7?cmPKhK^>J|Rae^PB0A3$)!swEtqBzybIgk>Ntbr|pp4YjByw8&GWGeKwPR^*G|
zts(*1Rww6zLPNE@hH?XAi#t8(il&QI;v>^I#VxWA8p51}nAPl<Jc0!>cZm<u8Hp+W
zL^Oo?DoP`)JH&`Uf*?%))SBmdke#Hgl^vw5&=9`7Wn{e@NUu5Y<=}ac?KUn4xx-Ls
z2y-g(9N1mlyR$lO$i|5e2WG{e%uxF6@*wA11orQ4WY~P1iYhyxDm28dygB7>xjFUc
z&G<Fp7vR7w->|qxiw?a2L*2ZBDQ{OPG=zB^Rlz(SDhHC&vCw|5mR0Noyl$#3U$pp2
z-{(^R(_D$mTp66tyO94=1b3O%byEO9VqxY+fau}v#UJN;<#sbV9;yL<)v?h0CY0~7
z<|5p*id)#}nO)!UM`@Y!>j84cl~n)D59qPbT8!8?FEk41#fMN*Uo_O(eE9&=G(tr|
z{|ziCfhK)q8fEzgdIxR*urOU5mMq4?2+hIm4i@Ih>bzL3pO@;ejj2P=m}Je{J4o+K
zhz|#K5Pvcg<?WNG`JpkMKsdKmS2AMtM8{wbzzPjXsU-r3M7d*(*o2l4R`Xw`AkyW1
zK7Y%7zSJ#&2R=@QAd~Y6Z?1e)uRSQ7dF(4QuW$ze+z!>&H_iX|mFH;F+Xz(F*v^K%
z9tb_b3a#h%)<1n=)N+}jFg#xq(=2)4%$lKtt8r78#-G{3jLB8eL|ShX=l!T$!VuTZ
z2rcH=isOZkx2H2>8La51AA>D4j}SZX;w!GU(;&F0R^f-sKWW&`CAQJSP-)m!o6q^M
z=bgIqtyW7WHY7y3GxxJxe3`Z+=F-3xu(z#HKDw3vWI)VmKQ1Ku!CgJ`Xk)$u6+RLb
zo@Sepd3)vWa;37|SIB$0R?%cuX_GObOm~-7-T$3~>o-|q6{VG>9rDSZ#Xp`k{SE3J
zjMOsx7?&2&RL)p>de&~RFu`SK^(giFbm2cXq-eg>bL@G3BzQkpjcr=1+w}1+qatss
z+zvj7UQpu86W}sl|JAK;dL;si68%Us3YW{;2(bv1;^0H<H?U;QgA#w*V%e7Cy<_v5
zAKO&$yT;cx%=XNG7c6f7<y)@2?3eDODeFc&=jt~dJT%K+to-|@m(pCqr*IXO^>a`W
ztxZ<xF0R|{UE0oo(otJ(zeqlX!)SHzwvG1s#eo;%nnN_f-uB-vH9WBtV#tC~Q25$}
z?>9~i`Wu2JPd@+AxAB85%*!hp<}P~~_I;C4sas;Ff^VnGnfZx>>r|4=%N=onqnS+)
z&4MTChc>QvWnF`cE-x3sj|jteuW*$j-;viEZ=ZWFLbwP}!MK*u%89S(4@L;b@h3>a
zn5XfSb7j_%0fP%mMU+?NtkXShGWoDM4by#90P`B73JuvcdE3iW?pINOWp744**F!H
zd&1iMwQ7BU*Xc}8Gya+HB^4UN{2VppD(;Z{_3}7NVWCaRdF$@Y4_dplhD*lmC{Y%V
z2>3R^7Y$*`OIQBvsa|~*^7&+vYjkKS2rwQr>tVt(O`elp;aqqPfybg{9YxtTfN`Sn
ztCrA-;zPuu;a`pE=n&_=8;IcA{PAZ4x<)mW;+K&AjFdzE@^hmf4ow1+n)l-ie~h2k
z0-9yUqOnnng?9b9-0M3mDh)UJN^O5_WbWt4pvee3KT9~=lF&)B+~<ItziB8#*A`(z
zupp;{#`A*akX*|97yiaCK&oTr9qmk>>GOIWhk0Ug^G}a_cpmbYdN~n%glMK^Bw>gq
zqA)xaiux!JWp1t{&LFEet~J*O1uJ~N3xZu5ObNU8pti*|GzP~s8#(+O5eDG7*Z&w*
zp-fkoSZw6Me!)`%)3*srE1m}%B8yFjK6529R}YUff~&Zb3pJlL>Vm~JB(FZ1BZr;8
z@VHgbh8szdEuWu+nRiTYJsYs$C}@hv;5p(TdB1r*N?LhN0-OmL5=a}i8i}H;5ta}&
z@+pW9ht-Jqlj&F4FPAy;M!!G1%+GK1ckl8}?4vf2hOJ#8d?o@jneOI(3f3Mh=rWcj
zcDf?pNm&?AIu_cU%s<vg&xINK<N9@Ouc`8!LnztDt}E_6%^{Rb1cMs;*iyriWcbUB
zjm>+$310mw4Q?1;RW3$z-?OMCETGH!tRkO@Aclm`(0gQCCB5~jTUx2{x$HhzJu?7I
zwpF2_j*)jJ&1rx+QaRL7IDHJB{Z@yoejq>74b0|6EaZ)Paotwf_?oEjSV$7_j(~{7
zk|f+z!^&B_RY#n4K<QlLw(~M}2^L!Q_Af2bet>De;hx9=rw-y6GK0!|&=96(8J8@f
z6BcIGAz<iOD!4j;skj+9pOF7sbdT`r%BJxCg3CmF0rhi)7`or1#lS+Fce}!;CBKCL
zR;}oxw_myn=i;X0SE6uy@Og+M6tR^EN3mi-Z~4$!5Vda{wyzRc3UCMDb49E$lbnJY
z^K7T}pnackC6(2R<)Eo`ur4%xxK*JC3@o(b!N)?|UW2m%@gZhci9*ba4>9Z{^SmNU
z*oT=IgRKhq(m>_K^aRU!ghvm+^#Ji<gk!6%<A?$&#Ro~LBuL4V2eO1JSL|p}B0d~!
zk@yq2g$VaGfg7pEdxy)?l3IK?;EF%d`kQbUAZ{S=+W~W|dqt3tH&J{z0E<7VPU%eu
z91OrwqmvY#xmny2VcN$nPL3&shIp2_MEvzw9KBgMdV_1uXyf`m4mNU!i+{I2*UO-Z
zie2VG9I)OF`|kCg3-o-DoWO2T2Nakwt^Yj;FNsZ`_CfwmkY&^KKgj%hf2>^BvQe8J
zU?=vSes^#SATj+9@&&i7ygO>XUMte29m!Sxox10Sx{Stl9irq?VnQ{I4PW)JRZ`ib
z2Z~J}&=wK{e%+u_)k?8){UP%K__IeOSfRc3-Hj5piuHkXllz`O_t)8>AOh3(%5rF7
zq0*38e-*0GJ6VS(*sVS(VK2yVIH-a`L%?OjKo$I=hU?zv6UtC@099xRv?7A$HG>6}
z*fnk=-W4YG{}@AF1+hac*xqq#3RC|l#;YNCJ`?;u59_OC6^jxV_wU5g1h9oem>qg!
zp%pmS@bfDx!PPc&%j0o*0&s@ovFU~n8tO)wD8YJ&Kx+yyHXIHn6dJ<piF~qTCsrNi
zy=IvlGL7H(;P)|s5N2=0G#%HnT^)ATd9^|S?6uQ}mC3vLULHB%e9#bPEMl4~dFkEc
zffev-w#c=UDQ0OOG=v$Cm@JCg+IBHznkx)E&Nq)|W!n`R!mJ0Fo&X0`6=5QD9Op0)
z6dHon5jIa}cpu1c42OQ&(VL36L7ZKff4mHtGO0Lltk4k0@1t-*XIShT%sD*Rgik7v
zeT`q(ydhl!xZcf%hA@{R=51I{!8X3!bGVa)Lfc((Uf+@n5?u5_Udg5qNUmd{y%JlZ
z#>KiY$A}L#R&v0T2Lsplggb-c!%TXre*zV<LVL12>2R+h;KdOiYRnJsLhwC`k7vzG
zv6vRs_?8VKOWx9TgSYmrHW*HG#D_?9DX-dGd3ImR>aW9{2k~L7;V45&0bf{XU*vAp
z_WcN$%fyFB!71<2OdVLHOGq-@#t|PR)GVd~nDb*~0-OkW<-g$%_rQu(d}NB|u-*4J
zoDrE3m%EuN!zl;zH&v!B);rkx?-)7DTg#Kz?*F#N%u-jttsp*#sps+oJ$pmMUq1>N
zGFYLt&_-S#xi8hF&6|t=84V_69cMxMpVQi;tuoet_e1~g-5+P9L%!+_oJ8JC;-MUs
zAkj@yy>3yd;LT9-&z=mAc|LF!Mu1IiG`4iHaxQD?SDqgBVpvSy8$%!&(#&&rYTsD#
z45b(khqmfiXb(mf$ayvhGU{ypLfh{i*2*QewgJErPvyCEf9Th%-h-2p{o8^%FU{yA
zwzhf>IE`S1nT`WoU)qZC^DiFiM+sJM7XlJ2v=;`Qt@Lf~zTjT`tj589@iFAi83c0l
z1h_|~!XskfGg*u)KrA#P_J?jY6CpfSTq-Bg<4+8{3=Ene>9<TCxbdC2&{apStXPq2
zU1Jcvk}8~z{>4gP43F`+1;Rom5-9Yj@_XfvgU?clTOivif`P25!nx?fZlqQCYdhSw
zEOU22waOc7%C%k$Yi~??w3{6wOQXVrbRf)tXYBpi$?zyNB$K%~MgpSP%Y6T#jU0ob
z237F3k$iIs0k9%(5xGxga}*k4^$nCjFytsr=Gg#&UFM0$LYuyN&cMvx;ECr;?TSvl
zND=gWBXl-G^rB2PZ1kvEaoTQha(1~iy2_PJ6{P%^V(suYH@rRLP<;u{P1ohOAfJPX
zIdo7Wazya6;=>Nrb0;J`M#Wz=@RQY##OnPzB*&+C^%B>lRU+zXmD3hVp&^NWji5y!
zrKuYdo3adx@ZMrfdIr3@3bn{S;SO}j@gzPR`c3?aXsDJ`P>XSsxmhfjB7j9(Jm(K1
zGPWmlSXI;)$Y@IQr9wlPcaifvQIPO2*|uM$K_)&N=63NXS_lc;Y@Sky$hkp3_U;gP
zon>cKo23iJ0k6v2J_-$Deu3rz!`MCk7>?kbZiQ>%8sW`Z<J5Nw4WVuVVR;I6NRBn&
z&PQ^3Ok$g4eBHu(^UfRk6iX<^IEKY}RS^ln74|9|7Su|VvO+_xz#}2tV;Sz4q`n3&
z0=?8*`JqE+Dl`O+7t{rKPj`$n=VOE$bc~byIk<&}z}H~cu7<*kVKKBRtwpA>7-_5-
zloT4m3<rkQhkS%<(|iaPAD~sVPoY7~JqU+sqdmp(GGnBk2G_@i!sD$e$t{y(5=W=$
zILuk4SkPS&`f!jo_uInru;K$N+J_bW<j6b)qV6erBWLu8cb%A5Xb|%N!m+(hVQxAk
zpS)8%5n7z<^^e<shu+3)RL(*}n5c59kXx;6Kl``e;9#L-zc<FYbG+lkr$U36hY$`!
zG&}`S$gtI5;Sdni18H%+#H+a99N1Q9s0wGc`J4}zAf^?0rSgXnQBG_tG=TZAR_o^n
zf)c>Px^XcB6ZN43(_rw`#0=LlnmcVEX1R`Yrw?>Pa`d!XsiT=u_5^oGPR&RMr-ki(
zTizkymlhumEfaqt8f;l#Sd1B~K!Tpo&JdlF0d=>9^d&aI@c{$p72?AIUi^t@2%hy#
z2=)hDom6>O<^l(Bg@(XWvExI!#Kb1Rby5|aeEQ<U0bKma>uw_x3?8z33W_7G&iZh7
zqMneF;vGZCd0Q)dTx*@Im_kGRv-h$J&{gNw(6d^K;e9z#X}v=u6dJ054cp4l#a?59
zu2CEbeB2q5OF8MSLW7t`aJYfc!Fgs5H;0i%!2#mKfn)I}iX<R(JjqoJ1RYL_%r*{I
zSfN48W5jX(HfgchGfm4w@!`O<_!EVLQ3cNCfu7~A{#nUWM)xjGVpeDn(}PS;#)V5k
zSh$FRW9qqAPb!BM4s0tlRE0C!+zLVthN3|O^SN&P4mz#OcnS?-o<O#pF{zo{5M6P?
zRA><MH^h7me4L(;&hR`$a$N_7Q>>4J5EL2$cUCycqQ&2T|HFx4g$6NCA;Zitg>`Aw
zIx4&ANU=K(JS#MWe;O-MhBZH;z8|4o9Ob|G8TYGB`liqz<~f98!#cQkueOaHM69TO
zw(MGhBnjGCCn(S7<10hHEVv90@fAH&Xb|%}vg?d_M~|NN%^z^bioXc)z^U658pOPa
zn7FEh^RkW|q8vmZ+y->&?H~e$hM=9<<(>hE<G6M0%=q<xU@Vy;0)+-JAJ+Sa3y6%^
z^pWw9a~Bs8>^_^KG`we5!;{L_*DbogW3`jS#Gi-;n{^o_h9N1QqFo^8h29F@w$I+a
zDh^!-=_xc+&1tMlVV#fZ!x3h_YrKx3NKc_bOkA30y$FS;M4R5Nd-eUFYjb6Sb>Lp1
z!G5a!&-!UtYHV`)DC{J>apfu2F(x%8*`4NwO9kofQR$BR1#Z^&ic2>CJnOKI%f9Zo
zF)4(q?yC;+yonEoc8fnzN_mtpt79*&pbCS8J9hU~iO53pf6o2NDsff~Iuqxro5N{f
zDKyCV71T6l2l6t;9Sni8OK=d1LPOZjhJbrEA@-u_=xbYtO@8R4$_fo)UPFG_QX!;W
zt9te8)^lK3SpYaNtk4j+Gs9eXaHD_pgsJx)m2;dQ6&l36febUVfdcN-(}7>!XO@Y?
zfnSA&u$}p(sDnk7U(S4^&^;#sD>R6COY+;gdy@uD9Qb`|1!maJ{06`T-m~=y5sc$#
z+Y}n)_crkx+)CFPI<QN6FFqW^EB@paQ^KH~+2!g3FHZD4_ijpJ4GdCKOtC_P?A|5)
zMRn-a*MVPUQgz^0p&@K%e)+*Qh*vl{9r#sf5c3b@w+tG#u&DnZ%R7eeyd<SOkL5b{
ztNu!?<6=RfL7pEV&v;426Vl#2)Nqe<5Hg>8;mV-+a1gTi6VVX3vyjD+i0PEZ9QKM*
zC^U%q6Z)W8B%(6sSNV2BP~iOr@Pyy;0cVpsc6Gv3Xb|%u3ZbGu2%%UM?5GmmzSk>!
zR)brv;=@56;!i|F^*DDRZE$`c_-v7dXP$B5U7-QYhmHQ(Dk2e_I2t6(7@h=v;zV3c
zILmPR_a)lC{t}#1@@%Ad2|(!=g$DU}?w|9Ko)Dw|4>l%#R_TTK0dQ2fXG?(&b4NRh
zL!m)78vk=P5}3aK4@O@7WY7FV2O;LPUab4A71uDCxgrmR1{rDc&lxc?Akj!n^8euE
z-dJNp{2T~;D^q;h#Nkiyxow3Lh35ar2^=sD*V7XI2PeTlRePykemHUGi5n|BaiY*5
zCw2arOh&+~W#9=%C3W^uk;hV)b_Y=?G{AsS7YF*sSn#KvEiQJt3(Aw$T!&ez4iI{s
z4=6N*$&xo^z!niaFq2>gV1+qB!a|5Y<pUG-GHcR;O3lQBG8w6H;NRnK%EalhUXRN7
z!lU}}K@W8kMErJ(H_Cfn!rNJj$|y95*#O}_fx?6C*;q(~)5b7tm;Jbaz2dd9@%3A1
z2%Ni?TV=$@yNzBcDN%5h&^r?7-@&spxR73Yk~<|MJv-hlher+;oHJmdA>OgGJ%w6k
zq$j}fo*v6yCe5yndBXKR4-_gJ`B-SE4s`z-kD&mCio|a$%&=ofxADW-@da0Fa1#*}
zY8K3hdM}(7*|EMg4w^5kEcArWGKA)UA9>*)`tf97%f}EZ<yY<JFT)b>b;E7|>NN=X
z@e<_O^xPhoFuz$TjQe0Q8+`x`9t22pr^Az_@I+_^oK;(sQPK2uv}DKYZPpHAN9at`
zav}4%IWytdSS-wQEO1#ZnBVqE>Z1>VnK=QD%vflsfr+@L$%`RIaFT)>WoW3p$EJ8K
zGL65WPT*Gxn=62&bBw?3Bu@K!K6ozsLG}5u`ZUa!8O=w!m$13<vPK9%XU;`YuseK8
zXDam6)&jtnCl7x!()(nK+8{X1G`@s&j#q~&G=zH^ar0uNytzjQ{$>C0txZ;h##3{n
z-&Rp@g@&*fGM-KA;)Tl<>?yKqF<oM}D4Fc6yz)J_*NJ|8V8BZb3JviZ3nDWnfNR8y
zPi2XhY2X{)UYH6EVdC3u#zc<EmSR{?peB9b0AGMQ@e%5CVN@u1Z3CX;W>zN}ri~b=
z&<B91FzYM|Jk(6$>eQdgHs7H?6&eArM<SE{*nVr$7_N4H5b@q%)$X`g-)9CZ50Wwi
z)S4R?$-Y8Q_^sea5HgS&GcwspX_Ud?z`R03;2k8mlVoUwhz|#F@h7@OL*UT}UXYmr
z<Q_H{(Ww|K1%i?<N7H>*e)%>xdp!abnk9YogvCHQIxr(?CIa+%4frD~v{i6Jvq;<#
z5#S05mI9zkAd&Gp;)a#BfA>ZI`Z*usqaMuE;EiHWNOUx?2Zk!$4f&m{zvHdiC?a9D
z;_u!Ea09PWcnZa3q$c77=#Gw0F(6urr$v|5lJ`SgJ|LkCWkP|uf|^7^kw537=bqST
zfn!Eg&-~S<h4evB)v?T(Gx=zfg5!qEBiy9dA~4jHO{a0##&?n4Dh)nsKtP}HUK#J$
zNkl_Uhvjj0gO3>|W;iQDr+FC>nKJD4nQb?1e%)z_rqE!s*dUsMvrJfQhGD=;1fL1V
zr5fPZMfR~!Q%__XO`+?cSu7nJy8%jx7R3ihnJGssJM)NUuYQ~Fr$?gJVL>ik`hZ_C
zOZ8O%Fjc~gT}w_$kA@dhVReUkpA@4fL)G^24maM!{A5hy5|t!e1#N3c*7|A4USM==
zqB|y;y?r2m#ADum7ms2FgIM3R11mHnR(!ETq(+z8#fJ`Pi};`i;C;{#W(BnO=DZ~N
z>=U$U-{z!(F70OPCN&b)m14slS5wAi<YB6vXN8{d=K(&fzIenS3x>pK1gY!XnFVhP
zhz|#eC<YR`lu3Fu=$TQP>y2cdp8gRZCV3Wnf25zYZMTHH3G}c4>__(~JspGCy!3;2
zz9oKz+AHS|>wLrG=z|~<JEB$9jtlsFgYwiHLE$L|Z%l&i%}7L(m70>0h^sSL!h6-J
zU{IY>4AwgT7<S_IZFe6;Xnl*|dE5cewLbQ?D>Q_;7`oVCva({5y%zT^GmXA>OofIp
z*;Tk<AXU(SML1xwFvsZyVNEZ<dhLIk0;3+nScfcGIPqb8Y}ZmTm}yiKXYEjtOwObt
z@u!v`szB<df~n9D=0n76gVM1|P;h6t5~pA)Gy*dVgIPRzVql9m+>J3el2>H~l&P95
zg+|~SsOrW?C@(7}pC*q-m@_%{jMCc*4Powt_VZP`)52(3zdqgbBtV2P?-a~~rL58w
z8iB39fTk!A3gA~-xuTChocqjC$PTe<_OyDNmzM*LufWyB2MuBN#gSOpd;9Egd5Ie%
zc!x}UI4~~$L^M=MJXR7K-8}|pMkl%OwZ%Fy8rC_<MWG@1sVEmvIh0E{{14x;ip+?X
z=$QQ|J8O)oLPMC7k>!x+E-*(rF{}(K2YDzo0-VqG%Ic%%Ux9t!@1N79H7c9<#R&~x
z@KPK^3JqdL;B3ZL5EF1#@V7iW%yj~8Bb5m`P@vakIPL*E|0YoB6>v&pjyLNw#R@&)
zqmRfi@iA7A=i8!th2kUA_{=mw+0zgv>nueM8;5M{-?%?q65xr3F@1?52ZaVPpF<Xz
z!_QQP<@gU+m=6ZPbIpJB)INH5M_IP@Vf2{E!{Z;9k(7!K5@}j^%+PJ{to;4_uU|$z
zz{NKE0gNrUVt_vYdO5_(Ro?t?YGD|Lu6JJeZ0Q%pnL~yBAPFUL3<~I(&Zw$bn6KV}
znH9D)(`X3DfQjixcn%Up<&D`~gXKkkZiyh#viKlDu*Bw{+pU|egW(b;w2Q5>4b=GD
z5V-0k28EvR*$4@3n*vViWUad%J3P@AkIGkOd&ClLkJF%5Xb2v~Y<$7lmr}mj?al|U
z?1ii>8~)nj-Z&PsPQ1tU%?Ax(GUFUX`y?+jN-<(GAZeBzS)n21?_fv?6C{^;JVhBS
zfYQgVZ5;a^oZo=3=YX8`EkN%n%AG{fsd}m#9b?IGM++~LTep)61XVd0A%Y?^QrpKQ
z$Kka-i|u=AuMJb!bX>jWif-)%scfkoES^Fmn9V|eo+qs3PzbG$iB0e6j?0L(X^V1@
z?SQY)2>fg;>b4)o{2i7T5~{a(JhgI*PbWE95`_ja4?-UqV^9ovxn`>#Wp3Rq3up&^
z6&k|Et5lwR3>!v|imph~0bQXX^oPiKSnuRi9F;!sE&I4^@hvoj&-@Mk(NXCs-bo6S
z_Bx;{G=z#?TJ<Q1=T>?MOM{~m*6vtTANueBH-d7iS7-=xDatudbXy}P$)<0dkEaL-
zN8QkIBjyQ;?wuU3B0IRVl|`OHBRJO4JitEM$)Lt}-cnLK1gl5!;UHe|C!!(XR1mKx
z7+7XnVUq@bp&nfK;==)2{E27;G&elTJU%C=<eROo!)s@*);ErQ_gswA=u>C_^I--1
z$s`!Zq*S=m$vMZP$iJXpg;RjduUME-kKhs#z9F=?KY$fy>EZa1oS)%?9$Uodr{J8O
zVb0m8mz|-|D2_*bWE$J~9D#q%hK4ZD;Ebk7iKl&oIpWUvLoZ$pcMS1YXb|%dC<@OS
zVXn%`VMDRdn$P@o#iB0*T-wV1KlccY$F$Pss>}zCz|4w5K26M<u#z&cFgL7_y@97P
zE+{d5&<IQ;56XvQX0d~xoyaE-NdrFDy?Sd+>Jkek{@HM*5tvznEPTq;#|O{;awDN8
zVDf+!3#JbmfoY)Q#&{nJnETj@8Vim5!4;}Bdo-h90CNnX{PmomBA$Twm?S-MG|b!K
z$PyN2Bn^b=@HO0p2(!oZJopR0^wFv4Taol!V<D{-|JaPnO;!WC57^NeyzLFIn!&|Z
z>#CDqvj;cAfJ+lHri4FX9!{niY!WXJ-3}g2$w=*%90m8G<Js+gOQqZfS{!~3qh6sQ
zS>d6PSo6pQ>Ag3DE(JZG-=&EU9D}SS&tOXmz(q{-_joOLq!|1@ToK!;4U7iy0Y9z+
z64Q_3fd8EDYbE*oI}4Uo*aSza;zKZ}*J5TAoux{v>3I)fe9+Nc04g!qF%a83Si44{
zr%EniB?aIm253}#bXrR6a5pUAyl)F~_X9-#R#<nwb8-sY!V~g%f|}sZyn|k<p!|aB
zyN>nc1-DsDA~;&%inZ4YjW)B>cjb*-{u+eoK)aam3ZhmYfg$Bpk3vuN{0{XPhmqcz
zXNJeOgLTbZF#2S@&d?ITXFZE@Fn+e<bIpgyteWQs=&{e$bD3h+zs9~~@K!M^n;l~3
zJ~lf5?%BcpF|QU^Z5e*~@bkY|UqLuv=R%<&SRA{?Zr)0%Qbf<+O1%ZUmh3SF4PoNw
zHul&t`AQ8AZn%r&CnrpWMqnECaohxO?ec0qCB)@61JkT33k`)vz_NrUV))ADbKmIY
z2u*yDy5fj34%)>l$cUcsS!{M7=qlWcO2_N?_z$emChsWJa{gpUuE8fNSeJup%tmuE
z2a1QaDHI2P%>!|w^^{sXK*b%`lU-7Ve;+ywc1-L&5rF0wW3->H7mgX-7E(iWy7SUA
zrR%(mS|_3FdqKn6*o^b}AMjE>e76oaNe2xbF{ER1GTY{}L2w*+@UZsA3}xFfJP$Ik
zFmr-KBnR&e3}-rK7bNe0*e#0>FTU#$-~3PkMS#^v;Y4@nhOq%&QjrqpV;vs45g*h|
zXobXBm(6_e8NTuZxsxZa9b4$n^L=eSREOAMW=L}3ql<ii6Em}z45OGK?a<9j*|{5L
zm+;5za#D7MhJbPIG4|WXB~OC;C_+mq`CR3-EkF;K@tHvX9LHQ9bCUA1n#yme4(90J
zYp;X$m*=)`&EMpumtfuWlfCa18iC3EQOcUJ@q}s(GZ#Vr+6U<e#vQpf)@fy}&>-d!
z9K-CSE`M~CI}t`tiqRz|H5K-VUc!EA{{gFD8>-X~P<UbT?ZZ*w4#LNV6>Fu?5YxDD
zg{c-*Trl1tDK*in1|??1p$3IU)Sy?wStgW&iz>X}l?loLUZEj)7LZjSx_e4uB3@B;
ztU+PUp$3J9YG}^}Pc$U^h|XY31L@49%`PAQJ3#h_p}C;gK4=6mUoa|4xU}l+R~F~{
zD?;1(>5fls{ngV+2^AW|Jc>#fi3VH2<f)@iM`(?rcElBJiy?1{>sO&c%;SiO8w*ci
z*x~AUbjk8$^o7@6Q*C=)o;2pX$R6W(2&2$YC5y0<eAYU=gS?df`KNuzn$QL9loAfh
zr-bEVZdlH|_>4XT+pVlv6?)>HWr{HOwQ|ia?rLl9QiD3?8vPfj$1M9&n`6!sJj}xl
z4P)VJnBl--5uFTSeJo%_8v2i)8S(P_VUW#Q=mGH|`L?bwdFCNld~o}Nms3W9K)mcP
zIXL)Cd>c1PjE_kuIz<%XT*BOk9bp?J;@h}lH`gMZz}$zyeKf$A>j(8|v!NM~i9t_J
ztA*`{wB(lUm4Zdh$3qHIBEFpQGBy8BiJ0RuI1)ma9dgAe`#A^wRA?mQBxI|*S?s>F
zcLNtrZ+a6i@!_j6Ucyjl2orq+9>%VNBseQi;bvuh%v4;lGIV_`DQVK?=O*JJf?{P9
z8f5nbjy4u>oF`I`!Rgbh*Z4Br>xQl}!zna`%f^wvdsM93dsb5hvqOg|G=y3j%~cRX
zjZTjl>cubrmBqoEEwY7%kbeSI@PuR}>!YIMvK0n7G!{8c_gokj8Ukla2sW6ldd7zZ
zoSE@x3kVT2uG-g93JqZv!rq(1mL>XBNSenA^Li4b3*`5dYOw*o9i+ydb1>#HJ=Uin
zJr-KIzt&z@-x}z}2k6B=vJaTG$=g0C@+VeVe9|quZQ|nEETRW~$X=ut8p3=Vhwe=~
zCany_hl37?KbcVrYncsYV*%Z;kY6kr(rnu%*{8N(4A*(wij<*Rt51gi+M{O`r*W&$
zVEcc=o@Yt$PQe$90Xg-NQv=h$mu&!9qrl!Heb&o3a!RmZ%xH`dO-lo(OG+}FV8LB|
zxPD=crdLp?);~eu#zQXkPXLi!<j}a20kR+D{CY`;w2TVSlGDhUANzAQG=#|xh!v~G
zb6de?=FJ74OdP-9MJMSfG>DlOrNbs|1(QE!0@+FPtWEbnF=dGprb2_5XA$!{E=U7f
zWuRNk%kU`o6CIRJp&?k7#eXwso);z`9H$|*AbS8E?=WU#d@VGD$#V4Lp{y4sUxvW#
z3URpZfT_?3OuZb+V5=RI4-9x_P;a=qfon;S6Q2r=z|5wbzInTB^#yAoH20(TjPy=1
z6P&t9p+U^^*>^qNKG`0=e*Em9j!u{g4PZVjZ9lz9O-a*7!SPK39^9~mD}fl{40luD
z^iaPEvp*}eCFRR(3!DVWQay7QEc$e3OEwfA;rL-st^}YY{e015i){2({P@1>o(z1e
z3%tzJF#Ux|zYT;I6|-Y1G=%9qK!gKO6CVys3GpYQLClLNd3?_vPA4JQGA$jw#*t_s
zurT9Q;N7MRt`1c?e~TwL6&bI-Xb2bc;d^o$Y*R0<+3;+lV07w4zIQFFK?svC<Ktx*
zsC+5xXStT6&=dX|U`6awBtBg!%6$9#VWk=t0iJUPF{9>#hA<@$)~i8$<8U=Xd+xPW
z_0t#Q4cKdFOs#w>G=y0b`1BNth8O+fQj)sD5wJ)S<~7P`w22RgQ7-=E^(F+9T^V2p
zHl3)@u=9@7@$O(W#%FtXC}kexX`xTS+^uw|LL(ZYk3?;$gbH9)5}NBGTXkIA<%hbg
zL-G9BU~97iF~(3G;w_BP(Rg-*!RXc-Rm!iaHiUpC^>SmVIQ$%P&AD6SafA0xS6OsA
z$W5W4O15GpMZ7C<+O0peD++r@Pr)gua1=%tyW_kX<fQ_XkxYCzG)4T0-e01o{Ed|q
zB=krfURQ+`f_Hj2-j4NRZ@b=U@utv-D*l(<uP|$9yK~)NfzhFCWXSFd8pOmWdbpDK
z|A(<B3>9CfffpNK0HE4rhi=(WIEdPDVa(8zV7Bn&kAiI0u;p;B;Hh_vtO9(`&lA*U
zlsopnW*yg`o*>-fW`{gRI9L98j#cD2t2eGx^YwIVn7MTHe~fORUj;m`;vl(gOj>&D
zlvHo!Ryyqe(y4lVP#NPs3?dklm<5;>+WL`eS`3+1%%z3+eKIQN`}o#qWgr9_=7WZm
z+j+WvIHBE$9Od#rCWCjLgwL&$;WS_r8pOPUY(-%Y=4sWx9x9%f{osLV@Ep7NaA?2y
z6VVW^Gq3zm;8ui|V??rN`XNUzg+hav*N|7{VG8Wrze`Jn*-od+5ARzKLKDP?1GC~!
zL_@&N%<_wJcOtZ;#Lab!)PTqQR7<4LAm$BZ_BULAn7jQQxCX*P6BnQ~{$?p$8(L<r
zn{a(&<lt)yxs?;XZS!e~zatDhF9&^LEMs9h0U^$OVR)`FlZxB{C+5SF_VsES9_OdC
zbgr_oRuq1Uw@<`s9ANul))3t7dHmAcZoKXji7mlGoAF(TLyHpNl@gw#5aLImCAOAZ
zr)GtoB=s%0BaF}ZLVz)ch1sm9$bo`9WL*acPpN1FRxd-{i76waN9ySbxS(PGqO+AL
z3npfd9@1IWvB%$eR`!-{(fb0JCjj0d)?+cY#m7%XbJ$OeQrMCH7J9yrggZQYPoKQn
zzb=IEfTFO)mRxvR@fCW3&)$0T1n~8r*MJpwTP&Acl-;62BVhH)&;dqK&bI6Y#hV5D
z3$CL+Xb3YH&1^{2=(Kcqk^{raLds##Dl`H-o8<#vZh$qc)cx^m?I(418ng-xV&23-
z%NkV~bjMk+;t6C2LqLKRG>F**kc_Rkk}AbEhpCV#08;CvWTe4U4kL6UB^mR#d(}lo
zim%Rdv0;Tc`dB{zTZJ=<b=)fSR4=+4Js~1A3BpXg%{v#Yb$W*J%PPV{L-o)>p{I(P
z17n`B#FUsg*!87@Qwid|z2k)(w5Y;A(jq3n>8M2|tP(??RlKh8umLae(S02eRt*=2
z>@_Jgq9yFORM>2(-?V2OJ^%5q)w{w;fVFFlvUYrhp71xIHSte$k7BzH=DWp0i=5Sc
z^}5gCjmU$O)_juiK17v@zL<!e7!;kJGTfc4k3kdU<5yJAcUVstI%mClL=T03XN9)1
z)!<>L8a)fK5F7jLn~=(1^kuz|2Wg&QOaWkC_O({II$^@D`lI1O$eoN5e;>*h?lLO#
z)=RFq_YY!KmOq<3ep%i!E@(<i90%-}&OFPK<Xv`Gome{;1joI8c>DS-^Y}B&jFJAp
zh>-*42Iyc(U%Fa_FGClXhw%5_O9vO+3Xl8=QSC$eV7{92K~F-$h8oWz`&N8<)_Z4%
zn3Lx^V`#S0M1_VhvAc{ac1-?A7^E`_ykEFuY6J9QR<nyup&`t9fC(y~x#77B*oS*@
zTOnfgx$j$mG@2IfHaYq)^kr7JBP%q7{5f)4jaxe@v11oHLX;6GW3D%*6n9@6<AkZu
z5T@(}t5ln(zaD(?Pk8PrUqHRtkv&$(UaO17BX7Ksk_0zpAr@5gQgP*XR1f~nsAZS*
zn`i#2ar$#eE*2RR^YgREp&p~0T^<SzVYWrgi%@vUIABNb&F@Wt8`PeQJMK=X4A-oT
zns!WuMqnC0;Iz6O3cw7<VSt4hBn(gHoh!UGEbT@oz*MGc9!PAV5tx>lz$)YL`o@c&
zKLc8Jarnd!ZrsMU$H8#(lBYsLn4dwjJwdD=*d1vrGLKFGEt~t`@0d^8LsB4B0tyWw
zvqY?6(F~gTkl>{On-<smBjwX)q1XEP^)J%wG^G0yV;Z?KYTKn<!A?(g;dKj70Nlvr
z4}M6c9+3CT13&4IW$p4Sg9mNAfe&LU!ck}lwjZv|qj@Jv%<q<m7Cv+uEM2`BAtxVI
zA0pXiw?69G*;eQYe-Jivmt9GCpnGl@G%H3`y0fdclaeSjgn0pZ-fhREI9w4D>Y#WE
z4PoZPmHHk#CS7vo>#ChjULb{rFv}z6k9JJX1Eloill9+Dm<o-+%w`!!o9_oV+6<e~
zcpk`8@hmAch>6ptfeF8i7C60FlO9l%iFkx6)7Xn`v0ismXb6+tIo)S(`{Ib?xNR=D
zGwaF!b5P$ua0*h4gF-`?yHJ;QL*Zp`Xw5TW!*4&nWZZR<r$Qqz^#ByW9y=!Wsd(Yh
zflq}-U}n=twCxGG9olK|13b@A`beQc%>2kAZqMMQ5^(WCzC#|c8csHsFJLXfJ`U_E
zGz7gC@!9IzpE(&>p;gQk`eDa?aB$u(SH9;m%C?bRh2H9HXbAHFvK!bH;<|d_)d}ka
z@zf4KCWj?B_D$bIATol5_RZ+!t&=Cg17|!$q&zTN09xfWK`ab;b7tR5a2GW^EV8J6
z7T!m`gxzjk1M+Dw)TOmQbmd;-G6h+*FsqiedB0tqc~jsC7as?X3Ju9<KEUxbXYLVr
zLx57PNjpqYIN}4>=g5$bL1&)8m^6OI?bQlF>vhY5wPF;min#DB3+BQdi)5Ca*}|pO
zDHRpp<okBa*tZ1b(k~!~!SRV1X$c}*mgMc#l}r0X4}wW~@9IBFKR#SjtcLXy_^ZIQ
zjG>Te3j!Oh0{->S<CSXfs19rM)|KOaY1x2&69Qdf+(#2+CFggnD!|m%An)3yA61q8
zfyYmtylfi~ue%fDU{j_K%m*xEp$!X}u<Fg4ZCqNFstukj428o`n01*1@S>O}Kl>fa
zxD=fXDhdZJzJ5#{#%`IpaPIThF9t(pSZG~~6;G(S2_ExYba#K5(19Pw%GyDrJc03g
za$IywVj@)178=M3?We(s`R8ZB`=$%qzy79cWlt1Da}asf8YnOkAmsf?bVrZS;Q=EM
ziPUsjjxB0bWLcfB%Ht1<-~eW)_xadTT8|Y!)T=>XutIxitZqMOY*Ux^^STQKAJ16e
z0!@;EFfu}%?Q_j2{#b~9g|iXd^wx@VLs~*>xVnx<Lafj#Y}yj=@L?U7R{q}6>NUQ0
zQ9osUjW((RFaah&s?N9%UOdyHJzV<YPYZ*_sl!#Fp>9C28ZCJ@ux%eUQrlPc_rm)I
z!^52Y^!wf0C4zZ{2C_bH52Tz2t8Vcb9sJc}y9YdO`gU8F(SogN^wOXrd?y*^{&d>1
zyY*e#GjGn>{o}nJF2SYj4j$eJ8d|Dlde3E*dQi&^%%$fE!z5ka{tzhz9-3amrJe1a
z`BKlBcx2y<v0#yuLPJs*28}ijaLI<Fl(Eo60#>c=gDZ0jAAvJQb%IrB1g2gbdK4Zr
zPfzl8-25wxt(Qg6fcEZ0dtk3JBRTM@&=9ZTsPwz+?dPn*HQ|TzHw~)Y1>e|F78nW*
zVb(;<gLX{5cz|4!+^{}!!c=Go^EqsOo;K(`LMz1=2du9gTt^D83Ju{lM_zxn^UA|;
zwnS)!kKJ$Pc?Uy-6-<SOFuNh<Av-25p7=FdM@)r=F#93qVLK-8*NxV985BMh8p4c6
z%p-P83g#EgIJ8}%AxzAtVf<pp<W>UmX^IYZz*J}m6Q3|P@G7KNzY`C9mH&-XA1O41
ziFrJXV|GlEm5;V7G=w<|Fg<zT)y>2V$RTFcQ9f3l;>syoq%1_-09>@%5)}VC*rh0f
z<8~2{S{L|h+3XT0@;jM6g@#1H{Fi}kMx`2x`J?_7AHH-z&=BxuCWDr+YS%Dpr8L!o
z(u|&8>ZAq=4Z-e08F=h6pf0XCV8+h{+<s0nP-qB~rP09En-`y?ihPl~!HG|WhA`PF
z{jYXRGQmDD6&k{1H$i{1V~P<<VXqF|q|gv%30xTZVbGCR<LL+D!xyNaA<$|F>fbf0
zr#s#YRq0j-RE366n*gd2iD6Y%b>iLnlzTwkg_tMpBBkNN`@%7TS)n05af@O!V(T=^
zibgyot<5=J_xtlRLfLY;DXd-eIj}nR6pe<Y<B-(|4nQCwDx3~DY;Y6^s&X(^dCJ}l
z(j+cZ$5<YPhA@*5^Ryk4BFy+g!!dqUp&`sy5%Y{4Qw#=;=ah3?yeKq;`37R1wPT9I
zB26S(a8NachA`(N<~chi*K^1&CmQI0sn8JSa>P9U-(r4+n7CW@8WN(rwNp9jpW4#R
zap9)W5T9od^P(M-q83C*f<xOC8p139aK<G&CJiC+n4$xwLPMAsm+0~9<xcZnwEsJM
zP#YP&Y-f}dg>&Pmpb8B!>O#ycJ0@S@!Yv#zhd4A|p&`uPh<U}1NrPF;bq<&c4Pg#P
z%&T@xYL|~rQfLTs9AaLxWAb)cZhtuNsn8JS8;E(`j!6TLU#0WCS{F2g$<mkP=>}Uh
z2ruy(Oq`EJB8ujpUl3v|!7qSKPi}b6&<pe5>F9cf8L5wOz<i2;MaJj1h#A;6F(m~a
z7XL4S@tn+)yJeiWP`Ln}mRUSn@Z^rl_>ZoMF#+K27dp!J9P_{96L&zK+}%?~dUX^Z
zfKR)%z~!HD0}3xp#ZY8BpezQ5lphVVanp`T3o!xifT_?B=I;RK$=x;OzckMGIi}k?
z3BbSWqsI)hyDb~ezrzghgSHoLBg27Oro%b-&<xu<>;Fy>!myHp%)f%sInGt^c0BFk
zxHMJ~!nd*RIAxFU?=0gp92}lmF_L2v6>!e^auI3_cga<UjzUA)*95?gTh1B{vF$z_
z5VS55G=v$6n5foXBTtZNO-7||iJgiM1S<|5g@!QuqY(19<|iPqTXMrWH#<oWC(kC=
zlBc*?%*<LMR!}U`Z9smlIG^?WJ5|ZRdIGTmJvqaBE6IVM*4B?kVE<NzJ7&0--2a_e
zUIJ9(w!JSoCOA>WX2YQ`6&mWx35a>ejwy_%uid#qLzr_A^R69}tghI2JMgK{5avgS
zdC!i?+Xb_d7*r0J3XQ<b=Hxf$lucubl*s4Oy4MNp5qrr1uZ(i?tI!~3H{61ph9Tey
zNrgvDEJuX$iWV0dtRclmrh#sJI5hG>L*QMY{hk60+;#{l6ZCT61EPilFtp7YWa?vD
zb&3z8B|prQ@!lN9vVb%SK@R|*;WWm{K!^|GliiEY&-s+|35*1Jxqzq4hJ-cZgV;nj
zq=5w`Z>A3eZ+!v}l1(yv;)8fN38ZkGhw)sH$_nb1xO_7R&kT3{V(o$)hi`z0%=Y`B
zA>dNb2?kE;UL(7}(affYW<g^6xqqK1Rqt>yCtsdILzt_vV?!X77n@ehxTi%ZX)Mgd
z{=hI#dV%jEZ$k#GTEn~YCrBVS(f@w#vX>)_ot#8=7#T|u3}N6wu2-Lup%6P*Bb1X!
zk&B^5_QuHXi~_@wyByX;sLDgUh>kM~+bbd!6igZA>=h9TkyOu?M3^0;X0{~4{1~<E
zB*cqA5nZQ0M0GVo9Kx~3u%KLY8qY481wB@Q>#h$P!ps4d1R^aVdITmWI8wHH4k_nc
zC0C6LJ0i}qmweFlSU9ncQiYysDTDUvHWYv_&pEjy;T@|vS9e{TT)!Ig_*Den_2oFC
zf-ruZ2M$}$XO&-3EzDPW(_YK!<d|2#_k&2gjnlTL1XqVhJJW#bk}E5|LQnX;u@&9W
zd|9Q$_x5mSh^zV`kbeq4t(EduXbAH*_UQxr5a*Wa5?nNSbgp>#F}yacESeM=!n_Q8
zdIDOHhBth?Z+epdNqjiKia(hd=60}4F|5<eqU8wam;%Z6ykUi+`Z^0!Xo%Yy0BfuS
zwf2&#SYgo6cVJbaA<Rg`RD#U7<~+s5l1;a)H!H)4^Wu}+b%+dl-v7_zyE0;(rf`J@
z`9#k)Phot}k72T4J1jIFy_^Gr;n<S}#hJ!3`VtsBke9z5HB?WAwB3Hj83e+DUWV6<
z9yKdY+npC9IoQwGwTNK;vkd;LNc<HRv^+5VY!@Po9LSJ0J1sqD%3Ja`(+Oh8NaL=2
z$%qKFl&*Y%>4S!Z!g9u>b4<x5pZOvGD!*NgIb%#deb5jl=9=&XI>wXprwFRLw8yc-
zcb2^h@#G*j7LAWl=td1bmZjBF=&6#`AU97K3+u^%Xx!LDcqawjI`X%R@&&&;_(DmS
zmOOj>hP@vw0Bupi(G(iO{}Z+PArxL3DBPo(xFPH?QWP4(90%r1%qf!3;(wQUzt#~5
z9eyxt=;Ha?>NxSK&=4kOlQAAS^9h&Rs<im@;=X2%N06LP3k_k0GtKXVVNWSW8+g^q
zO9p&$eu^y=DsdKj^~#)Ar40CW5xAuxJ}_1c>GhImUkkv4SBa1^7&6Ml!JbrS@3Q*%
zHMOKDY6<K(%^$+8e2m;STjtOzh=t(I+XyPJ%mU(1L?i0aS@4(As-~l_Z5=i_7;aCP
zAEH$TYOgWEuI+-1=m|e8C(xsJ$eCy1^7h5Epdrl4fawWo4O!yhX6}F7%{mL>Q3P^y
zX5@t;5p`V}51@l=$YwXQONT~=T_6fQF^?;HPXP8NyWb{tfj=b)X<fvJ!>AX3A{v5S
zjIep&@KeFvJ}b2DhLw-u=^69G0ayHqXb5*B;sy^*ge0vzn$T*fUS4?bRFjTy>FIcz
zgSpGShHn@thDxC!=<NvYKhl73N{EPT42s1Ht#;bR8daX_=F%EQS1z|HZ!eOyeh7aN
z#D0Ovd?6&#$FHa!{FO0*%@h{;nyY4?9^KUi0enLjR6A84?mdWsi%mAh+k2F+cp&Jo
z`g0dEeyC901@@nfa~7+dk1+*1?4%^T;^(I)00=9z7mEJg>eQ<c<JaYdgGWN5+lVkg
z9w~_7g4)#MRZ`nl1?@VTaI)yZQc)O{$*^~V-Svbp!AEyv2iq{?N|pJwSoQ5$ufWoH
zRfqMJjV;fz@Im%N4@xRevU?<xlU2Hzp$FgSeY2rUOHDtOxjR4P-7#KcZMDcop&?nK
zQ8UIcSz7quPCJ+!b065ZWO7@)TB_)QLPMBs&`{=u;Q*KN*aI72Dr6gZOlTMc@pgXY
z{b4`D^<WiSp&@KsjC=CJE0rVQom70h!wZ|QKp;=D_;A1$e<B*f9)#E-a0420r9{W1
zjZTjB0v92KGL}$i%n<ycUwj7qz}lP252z;mf$@f2>U^yO*U<)rFWKNX+fgzK4Pm0%
z8k6jpfjbXw`Ct-^=vr^*{ps{g$Ix1ZhA>y)l%4^=UV^CEy7bkv&s~Ac@a6|S-YI)o
z{E27?^D{?GzA=WakN9xF6n`Qb!fb+=1!0JI@p)n9-7zhDLnL;&sskGYy#`A>7=~<q
zgcgCN;`YzlW6Ce6hMu@!dSajUgb#y~$~a7W3JqZnL1Pfg*XOW&j7h|6uhyaR?6a$L
zd=gUHrB!X0bMcTJ;V@Jtv!QJnP6`dd&p`Ns6hDKx@9@b^+{DR#5>H}iNds=qeCK>&
zrz#X0ssclFj9zw~TiRgdoekmeTAPvb^0vs=9NAWA2op`DF~yE~WMXLQ{i^j`+RI~h
zPPpUO1^9f^E((Q)Fl*opkP{{(XnQ#HJ$Iq-hY;Yp<Nk)vOuL%a0x*?@mO>*iIZkB&
z^TOoY1h`dV47xPy!_x_XsrYsk8pO<n>#)wqXKp*6^vas>ygKly&=BS#Y_FdklagQ@
zxi!W8W(!AeqC!KM{>UsI=XteVg#T!LFHASaRCNqBP-qA<4`K$|F~wR@`@e=+FnNx|
z?L$#a?S!w?LeM3=`wfSJYK|T5BY29_Bv#EXuqU3vqMDu=aN3jfU*=9?mEhyHp3vT~
z&IDWG&Nd6tQ|yKqJnk|f@sk@Kz}C~V%|i5)=vhlZ2|a}%mkq25S{hmgCWH8|dm$VZ
zT^W%49U(|MTP8=*h0P9vw^1FC3JoeHUccc_aVnb!zG{aA{^A3D2e?c#<i6TEtq3xr
zC;T#?@1Bqtu>GUQK;Aigve{~#e;@d4k%edAQp)h(Vv>8-=n2d#>oA3ez)vGbLCz!U
zRD{-e#`#ZYuCM51_4uf>&<M<|&k<7*NcC2WvQ9JxtM}6K&!c+86kszg6CgIwc+YOB
z6?%bhv<6Zm(r*2$ckMsuPB##Eu3wf9D)cj6jZv(>LPMCfVMg)f?U|C2?zG*ebSC1%
z!Mch+QN9_0opsew9*Zi!ocTr}*!qbNR1mIE*ghsdtAYqJq9^>zfbS{D9>9wloisEh
z(Wwa{m%4e3b=%2fpwNgavYE(^JZg3P<G$zN=19^@?OKm*>ojf@8pLD^tYye{Ui9R%
zMHb}S^|#zTtE;!_&}bBFSvptj<7s{vw=BFnebEp$F5Zl{q>AwSY+EXR|MHZ4ZCzTk
zoS!xyw+Qn?yo@wfF~_w@h(6o_c5Z^k7;7hSeNeE%_q#yT!i!G-c*)2GE@Psdgg+<+
z*$S#xE^@S$r@PA-Z71QbTzEyxc+jE$>|U*0#ymR-UlziZ`pa`az1g--H<!`MPEzpu
zJiR{BV5ihOV&l#!4_mv8HjKn_S98nUJC~ko1{<|r)#i*{{NVz&VPrjk_y3HxNbk?-
z*~WC@XO&)vAJE99Rk*YM&X?^LO3BM>ZVC-a9-l__<i%UOPFl!){ZH}8G~+iI4MkqN
zu@dKqrcd1Q*%*a}_zg!*QDy|n1Sy;(4l{y61DFqkn?Z6Xwvvco5Bz%k46rF+u;tMu
zo#KfP+Q#^xL4IAxY7{R26ytiXUZF2)etI`T6CYx>vADLZS}w?lp70;wIwh!EDlAW6
ztKof`qnxTZm_dbxkewyX^Snc91ChAeLDC8hVtxpEn~hzf0|D{jfGPfD1~lzu2N%Uq
zxXyg?gl&IEXz!doS7^<h5l*&Fp+P=N0H!_@lon2B+8HSssl77bny%NPSiCh!uTMJ2
zRiP2s+3?E`W*|#R<M5BdJ&}n{{3<kvSsG=4FKQdDU`_-+WjF%&_&$u#PSz>4s@zJv
zGH*t8_@E(7<^;{hd?wK&VhlZo`9kF{mE%PRbcKe{oqLVnwf!BQC+Ye4-Sm^lv9i@t
zXb`h3N&(+rRui4Pzi7_;8xF#);q?uVO}o|vUa$drb}A$jqgcn9LQnWba6Mgs_5_YG
zY}}#o6iH=S3vkzA90KKoevHIE#ln1B0mdB9?)@0n0%i<`4;tcn9ZKaBC;(GB2`Evx
z_{daqC5S(n^<HOVj`7J-#3)v6Thq_A@0!4dzGcJ0HEVy~3VLr4)@zlnLPLCFIE#^w
zw>=!&js@M5(IVfkIjm)q>VT<i=*3+cq7j(-BvcCwAN3l){81Z7<;|lZayeltG=%vT
zVivGtip(ThQq11Y<x(p-VJb9)nTh>g(2mLTL7x=;Ud9Pip&?An+^62k<p<Hw_Hy|;
z7aDNUG1<LBLzwNckBZp&<c<n(9`aXNpE#{m6&k|Cm_JX!)(J7-E`zKmv>W#7GJZI=
zTpXbN^B7rFSDghAheo=GW@ygvVrn;!(Es_(2L_LUKc28C2z-uBcg9!F_8hcWp%D_w
zX2#%8Il-xBhf<HruIShUv_r9#3JqeGM+FYY5vHu8xKhCLP{%xdLZ=LO%y6sFAm(;d
zHk^e#0bMhahT0Y)ylGDno6TTZo}rykftN<`{Tqb0iDdH*B2{RJRc2^++c7Ek;nYn>
zetJFGF~V7)5turAwPTMRlNMNFE$zUkLPMBUu&;i!V~UhTW@OJVP6JM%5t!M$U`Vfc
zaql6#RjaC#LW7tX=4JFl!(dJ_Otr8u<EXZYfU0f4rxMUcOMUS{m<Ft8#7PBPMq?p!
z5c3R;I2oRW@duNP4;pVw{_3@XOJ`P?5r^PV;_DTV=Q3;NlnTw*lVUaX<nl@G^n{eS
z^7O=58eDsK$KfMFKG3Lk_L{NsmK--ea9c%uWEyF>l(Popi9ZnyVdAUOMh4Pb{owQ{
zs?_9?TuQQc6dHl4=fo~Gr+2x@;SN=Z85bX!hKcEeMqnBkEMXKw9;|%QV{m+^-f_}o
zg+^eq5$Eymh3Q4TP!&_^Fy<5*LVX5W?<vGk!KS-ok~)BgGX@_RvT`njV3CHhFi~iz
zj@A|l%SD;UAgJ|d^{~<C6MfiHm4#6b1YPw6Iwn$8enge@!b-BZ$Ynm8d#`p&yIm2U
z`V}9U#`D}w;e&=S#~`NpMxUgw-KTcRH;z8z(s&}dL0~-0M?rkh5a#QMX+CZ(h4EzJ
zmqVI&0JlxIyPv-wco6miFesTYBoEe=r9w~mERRZYyXuJ;a_vmc&rk2_0=LxFm8C*M
zm>Ab;q%vQOWmWyh;0nc8{su|P#zy|W|BI@S3Kt9{+iPI*2_u}#S+-H3C;T6g-ptr0
zhZh~Sh>exQ5L9Rgb1PtaLeW={0^aG)xL|?ze)v)#9PKsN*QW@pWZkkKSuSB0GtEQf
zM^?qG&=AXK5VI(^ZjErsf`!H(_qqj1<8vG?+v30g=sMF9`Jf@pV6^-H#0o1GGg~XH
z<NIX7VxlPd=H*oJr8{oD1o0^M%Oot{+XRP&5>Twr5TAW;%ol<a1S5%^Bg1>1EK~$j
z3`rH5aii|yzkkRDLD3T~uY36e{#+XC4-MPd1yc}PhlxT@^`VV1KDVp%%yV~Y-&g_X
z71PH3S+a4T7oZJFN@0bDFeMNEmJDZQ0`BzPH4ySQUs%29Nb(SP%UU%T3JqZ{K)D2Q
zTL_jJq#=#Wm0xz$-}YfEm-g)4-d%>*!qb&6?Z!=^A><?2i>2%u%vWb{OCx>6(U*^g
z;44asrB`SKW;P3Lz8!+#y^>|FHor9;lPW8VcZCKqi{W(7G^{eHnb+v0sDy9oZ5TSk
zA7&2~Q=vi3mZ-2Y!L?Ppc-TrsI0brU%ZS%Y8O#XV5?ougOQ9F|EYYCR#I9Y7st;&b
z;sXfjAMoVC!1X<w0MF)RBsE;2AxunUV>Gp69=tJQ=(tG8>GtZdeT%M!;HXoQt|>Hx
zDbo~M<<NFji@8^igH!%m`+4WDwZa&HbzH9`p9+n@G}wt*S-W0U>tFa_um&TSzwztn
z+E8c+(^&_)oh_d1t_7!5OSkokoHM?GlMW~}h{<xT;Ztx%c{`u{nEr5t7W~aS-QG%a
zbQvf#gjo^bj7oM)u7~jAiF}z%8B+=kVOB=WDt1f}PN2OuW%OUgi#ulBRcHjJ&K4n6
z?U)oVQS|pqmGf`T1M*b(RA>lu3EGotc1&`w47d}K^+D6pPM8V}VIDxt8g@+Xc7&U8
z{KJt?g@!Q0u-|LhG3kVqUqWz<{ZMEK6R+@i!q{tK7^ng11~P1JbiUeniU1ANRlPOx
zT*uBcJt)DI=Zw>SLZJ~nXJc1Io;__~-0b(Zo^&~lDTM|xTZ@H&>Sz&9Vrqq!Pm9+6
zyzGRj&>&`8#0&uec>I)GUgENdmaAfDrJoK@1kg4(Nmw_M3Jrnc{Y&E&u&7>>N`+<B
zj`w-N4QY2*|JbSD8Jwshkj9Fs&=BT4n5{g;;ibvg1pWdaW=~JUluvPbn)fYdt@QCu
zK_ejqy6J{n`^Nn+4k{XHuSlVxigp00;f5_MFwcAuSZL>ieya9TJxF^S>bL%*es8Up
zm_BF-lO?k;cfsMJE47;4ei{6*3#^A4di+m@$4rx$K4=It2n7O><(fU0PvDXz@%>st
z^Q#`%+jz|!T)4zybF6Y!Xb2Wx;qioZje#3M8AB8G*ce>md-WsT#}FS5hD`j4UN0hi
z)-+|oq4&H0*2K$jBtHN7E3J)uSAb__5u?x`W_y$-yULU=T2F)1r9?e08iJJITpM$~
zvqHPOt6WI4`w=es$TY&3MD!q}!9rU&^@DY9f7k?a?3y1YIP+k5awXRX`E9}!?O14i
z9_Q%4tPkuc#Ru^ckH)Hi<RvjCSxb+><QsDD#g}7yA~f!gIKiAm*b;V&M7(X|gPv+j
z1gmAO4PNXvZ|~Mc<Bo-vb5ZS~k?kOORz%%q8sG5+hYuR6L4&|DHFNA!Z|_)trK7<$
zccd6KU|?Y$p`4A-cFmqvZ}ak-QYvp^Tg(@Ke9#lmUqKgna=Bmh8o@`4)ZcpIHMl^x
z{li@!9oSZqZK%=o>m8u~4d%)7vy6C!p5XCPj3*!(Hc`>hP{k%}0T$-lWN^wd^X6wu
z{I_9pd1d6$okuZ5mgP1Akqf-^>G6XLd~u*@vXyjgjz27MD+1_eVvQJO>B;AY$9I$C
zdcpQPkzF>5#6Mv{cc0A*nE#Kq>j1B+SpF&rB?*Kk0*ZnZQAEMYv*Zc{1gR1b<ssLU
zo5O`PP7)wsLGjrORumg{QNhX+8}<e&3f61I3RqCFBI<vByJu(5xwFaB=-==2aK79*
zznz_(o!y<Con5K6+?4p$ZLIgx=hR6$lc?0g>-pV^Ca=t=5E=6Vhl8SrIQ=KI%2;cc
z>TuUnADxQpK!O)T4)OR;YH}+ZqkOD|ff6RGQF%PP6~`4`ck?ThMBcnmRlz_~rP@&p
zhtJ-#B+ZK<Z-VA;PdBz!*Nm+rCu_y{%8^LoT}WBA{gbF9^<XvQ7yAAv6xSCdL2>q?
zGhG4N0yi&){3<dfspdgKb~+5Az2eWJ4cOmkUY0c3dbqffj(F=!quKOAGUb!~lG3td
z(d4SKS}$2qJ-M2kh4k0*L^<6#iaVC~hqCsg8d5>9HR|DA_SW)8-@BL&2bdRP?qzC%
zBo1WZB9QXRnMkhQgSb+U;AmKABgK3HqmXI_hmO`LDvF|cQJXhjoRl@}*FW<3WzV3H
zi_t%y)-4X*(+bF25$45zMw8f76UI@`?tNn70svf2l)gH(osq;QlX`f2o$&2Bmw!i*
z4d%tKBxz8!ETT3{PaDtj)95a$lTRb9Of?xY=oliefDG~AkV}3c@;FH~xf?ymGeC*W
zsxjxJk8H*C?3dE~nirCTO^)7OxcK8Z`%y!;)K>39XFqF;6L9idmh}Yv`8<wdA|5PU
z*TaI1f;}i+jxws3cHN_dHV4DG)&095e>^-rSEZ;2^WuM{hknbw4u5&X=JR2@_98@-
zRb5l)*Hq)0K(cLC{k1RfyF5>C1pZ=e8?u7<cm!vksC4b@{0YLJL(Q2yka$b&9uMwd
zOI9FdXLV(*UyNfqlp%x8o9TH*SVK*>W=qD5BH1EcZ-KLKNlNG+^`?t(8OQWQ&@i-G
z59*;QG&#^)A9Q>9POnXFH>;2~GpT0JKv5Ar>R+t8V`nr29)b6h*15W%FY@F#z^!iP
z0A@1m81~K1Jn5OThkYQ<W^vs7Oe0Wuw9t`h6ql)k4t~xvL%ljXfCnGp_r5Is;y<@;
z`!LTxk}5(d>edQ8g1gY@GVwb~&wHllNv&i4a81$!RmOu8-UN#F1ezMdn7ZyWl|k0F
zoQ}nfq5{>!Temr<<jg^I|HF^#bAOo8{m_{Ilr{!4pgnka$NhfdzwaJT)8VJidh6ju
z3-^fykjZ^ibMuu+FtNCZSUtQm*S>WBeb>^ku6-sQWB%D%<1MeeS~Y6vzpKl(BsvEB
z^}N7?|2wL45izg!n&^gw>4`clH9WttYAO}4_L1?hK_z-P&ji!>Fu9o?sVsa%7CoNC
zpl%04Eqd}gx7oaT_Z^;Yg0EorlC}6Mhb(?&+04XPmES9DdALg$?J;_*_t_pnwP->@
z>Zqrw?Z27cqs5anO<g|opxANe=?kTfL^CxZiIWOd%!vDxX)ipr72j|f>ORD~GE^C%
zc|eelz$PZ3$_zvqIFsNj`tZC;vrgxK%nRc~t^E&m9qa^1`$WFV3!<x=(9+-o-F&vc
z=@zCbZtvr+SkolAUCiI8N%Envcm%fkxjgT@M~;5w;<A*T4(&%Z^7q%(>H&H@Jnh>0
zl!CO?@qC;N5bhd5!&Mo9cFa7I?kbF?a1_SZfhuSi71{AAR6T#_$Yhbk7F!AqY(c}=
z<-pF0(*lBS?ts3AcXRX(=NuC=LswW+8!J<UuqetjhNxfCA}c=e1s60=7ZjvjP+Ot4
zu{k1S%~LH#-dYPs=Ht308=zrmwVU@1;YXO~c+dO#CobPImv++pZ#AZ6SI{t~U3-MD
zyV8?!vN|t*_VCT0Jwmw<NFZwRcqkQbLiqDp`?O#7i#)I6cg1_`w6YUAyduv)UnPST
zU7qvC+sca<?S0d|Y9LkSXe^PEIfCI2nIl_{?kw-+d858M=EK?}TeCU(15$6HJ}je~
z#Hp>;gE>4rj>YJ_Q>)WUwr{7x#8vCwg31I|g?jXMJ|5n`cPh{SY#znSn3uW!7h0eV
z(6B&NAl-MM4{I1tFRrE2*=?^!BZ=-NXc$wSQw|oC&%x^8;Z@~z-ts|jTK3=h@z2+<
zJ*$o|#d1s!31m4o9eC#QK{ss8GsEz+s4gDCz0Ncmem<|F?#ElIS*DnAX%kNwzUbx~
z5~|fwzRL8iFZNj4;=aA`m70hi0?XTeT!N;RYV#Dg2qY-sKY3ZgX7b|Mb%#v6lp-K^
z*>}MEv)7K|@2|x7J5kcWlB5P0Lpc#b5OzAo{-u{ohOgSAc7NNhwJ^`e5)iEbXHzZI
z!@IQkwdWnWnUvbR%-u8S<r8SQMa+O+PSL>Lz(?FDbyP^IIs6~Bw6dYrUYS9q;=war
zexdHOHSe!2j3_&!+ROB-Cs)*9WrUl_sBg@ut*lAd^<D#oGN)J*rka-&))dz0`^QwE
zD;|OK<flA-nd`r%b=@u^2HiRA^7r2RKF>2R{tj8HLob02;lb-0e&Mp8pi=zhBou0j
zhtU*xct!0qF09<VSIoO)^(n(1JE<?J?n}DZw_q^v@Gf|L;DgU!K_^Xi?|d4zDPsPs
znxqGc#lz0^^Z@xBrZs9=sP^yM>lvh8>T$Zj41WU|8TAMbE>q2Pkid_5{@c0;_?>(_
zysX!n9lY`?iUBc4gw2XW-Mxkfi!PWnZsnmjw6M<%t(uL)-7_bMxbn7B3K|wDbk*Mu
z4UidH=+!M4oNRwEv8kuqJCi^~I|>@ce45%sUZTK(sOH6Cv&>IH>by<1?px8Pvg1{C
z`;`UGiA-g-wC(EL{rR8fb|i;r(`D=5N>1uc{64QmZ|$3)VSeEO@m~Oa81w4vwik`v
zco6NspLgE{W6E(!U*HI|n1Y5e)%}z~yqneiA7@_nM=G0?@Wi?i^S^9LawQd0V+ZQz
zH`g7Z0eZ&o0iFYVy9Uzhd0I)`cl^*}x}ShVb}ck!12l};GlXe-1@AOz_ru2)vjG~$
zEG5jqyEHN}n;hh2<BeU+R1R0|b#3|j`~lBgN!zEx7VR_V_}XeKY&clzq2WT7gYjTM
zTaWIHM-Z|1VJJ|Qgbin)S~nOMW&`w${|NBKR9?>>x{w1do_AdT$%qpFN-Le6?wg;O
zhB22yFwKv_`Hu7}CylR@w*wqKMbI$t%K&asK-M`Su8B7;81}_DkOhrF*7Mb#B*4gA
zq|aV^@31s$S8_8w^hw3DyWy~)*o+V~z=R7o*`6L0Yg37=_~g8cm(p#1MdaN>tc_iT
zbM`dzg0U9g`)80<rKIwHp}I<s<^&CVWC~Ru`MKKYStaIEo$vnf-}fFm8hJa#q)N~*
z=CjZ{A)FC+54if5*SF<)^V<x$c-qG4F5w6oU~WO>RHqe~dR0Qp;i7Nm%=z!J2*MHq
z7c_*qb+_~>!|d|1$?-V0Gvjg036v~Ed3tdY@_jnW6EvuUilJT%xxAt#PoV{madQ6U
z+=L4A7${9n{+LliW)~+^R9!?Pb>&0Za2*XPXqe$2G66oEas$jRpp$)cvOWSXYU%(N
zGz`81oVU)eEZ4V|*Iz&*k^?BwypICf4I?*Sp<g_;ZX9lwtVVhOM<p6tMlM;oRO^X;
zWrdetS#0tTL<(qhh=Hm^Gj!^9!z<MOBppye@1|U4|7a!D&SUG*mH9M}9avUYIZLI1
zh*Uy1V`HVX6w~C6qbn%@gWRs#WBdP7P$6|LoFuLpT3K6xTo#c^2t{}3tDs?heGQe!
zCG3LQD%>>pPYVe*ZKm1`uc)m~@a+QWHTZkYuo5NY2D+q1MK^xLz6rZue~<nRy4s?k
zuA-)Jwi~&z3e=t~XR1TMd030mi}`z<Z3ksc;XJKIkjOs^z8=zP9n@i9F~y)%rx&0_
z8}^pTVOP+wf~w7pmd7BFL3s%NS@gb2c_vV*8<>e<w0E4I4_I`aztp|l18#@6tMk@h
zL_XYSOTYZ)#5<6oLk#eOh9t7Jn`?kCsVtvN|N9BA{vqBhc-imkC{fU$4SpcyQQmPm
z#Oqk`SMq|Oaiq2v-Ad3H%;b^5K&gipn%{Y1GRv7}%!{J{^OI*@xB%rH&VbR0m`gpc
zrmYS0;s7;2F%5&h$$hB=KHgD<(J+6r4`CfSQY3<g!RM1LmZ9!qx<1$cp17cyuu?8O
zc(%_kj5$yFa&V9Q@QTvPh$OUCX~dZX=tS~z05=;_Cf6YBJT@;537elHNe2`z+)Sw!
zgK>c&ZMa7-{nesq#1U|X{63I(9P3xYNKv5JaLV!K*Xm_O*!QY!(L=_&|L0T6s#1`r
zJk^rtG%za>sr$+6TRiwvCS^MbUL4XfKQRqA=OCC{y030_G`BBrgqarysQD=ffLW$o
zFN$R>d{fORqpawG;+wyO`zUa82ImhPKaf&oiNLwP2mS)UcO91~EE!W#R#$*&Fl~S9
zOMskx^Y1B7HWm$bkKMH&)QAa&5`Sm49x)Sbbk&H$=&lk9P;j(?pkakM2H;JHkZ5Y^
zBCy&Mmok@Fq+Hfp&@k-DfNf6GMi~#OyU*>W`~3L><w_W50=NyW{OHCgZChjs4vQ!T
z9znybzkw361H&bZq8{$=4j&m6*n)<!n=7A>Y08MawOB~r=Ec#B<|n2x!1XNLkC^+(
zGqdOap65+1`J!g-O_N>o2th-bTYJ_wk0>W!0j2S!xMIvDkY)(2TtXWNX*XmF1MaAf
zph0yGCa;VSKX|I;kn*aUIw!i`+Pc@?SmHnzG>rZjOmH@({;Trgc2bIe3%nF~1Q*eN
zX^u`~13ef|8=ztA9>D2Ik4WQcZKK`vhfa8C(tt_G(;y~vf(DpB(NL;S_tU+Ru#nLK
zPitD_exiD`F+{_-$ZD0!qP{e!mPXUGxFECd&jA1q5epiIR<Tj&rrNTM(-9icnO37`
z&Ppi#u(jI?h5+GF1u8l!B6HnY8Zk@*J_)Zg`Ds`-I@@BT06hy_Zf1(hT^3T%7zrgu
zqkt@93Pu)0pf&G}u#t-QN<g=RXd*T;t&B!b@09r6dTwH*yxY6n-}2(`od-4q4T+?F
zgM;p`We<b%EOo3@mi=2qXkw6aXsn<?dklif0krJ6+z?vTH@P~lpaJI3)CM{)f-nYp
z54{<kKAUj*Rp;$B-({5r4KRNJrV26aMD~&Do)4b!;Ou1HfR;b5esM;z+E-Ha2p&&m
zRTcV_hMQK%(a=oJZe~8?VpPoe5bYti#hCjCy;-+j-u$i=x)`;6g>4=`3-sZ2hq>I!
zTi<`-UA=Dqjy6=c9*{n^&~+4{fZk+vCD@!C{EOtTXnD2g+{#u1f2X4CuGWv!-Z}TF
z?>FRm?dlGGc+w@sYWH4Apa5bMt)NpEt*6BQ_r=#%mzKI(LC`=vTkCIGy~d=V&#@Pl
zcdELavgS)OFK7sJYyUqdlagB6BcVY60zs0YRP+4cFOiO*C(bMLIF#Md5d;mYb`&~-
zTU<Bx+Ir%pZRnVrjnx+;n4kgXHi)Yn%;q3>2L<BHN$QoRZ96d;!>;Jgq~rd44Ap`5
ziY6DIae3}KaI*T-ZdrBpx>udYbOp^{XdY78gzs1S%2KHs4=)%q;Gll}$tUH^VR5O6
zyS~&lb_lN?syC+oCgN%50~hw{ec=jRATF9n(4czz{yFW_4Ts7hk}%a|LJd;-tAPLy
zPRGG74z<&Dy5H3MeznLv8g)|PDA_}kvlAs_N=vH~(FLq%Y6rHUfxHxUF&d-gNQ#;+
z8&7s)P9@!r5$0Tc`Ipd@1cZIjDGtBR^K?ua&V`EB5H#Re>3x?B63H&w%G-XTM=wf8
zxADNex2+iq`!Y(K+y-bE6Me}a4f^oms^wFjoVeGN?3kCE)AhvOuLASPbWB0RnC^~d
z0^LFpZ=&vk2AIR33F^qn@N_=47%B2>W7l6UT^d7xz|eF)1r1}m`Q)jHd2zIn`HADd
zf%$v=V}Q9@E64~<=k{g03mRbJ7D2xoHF>JJiaRW+ME9~cg=!^@IJXd`NP}PlGz_e^
z>{`W><=DiDm&-H3dKN=I3bQkd9d^ajD>SqdPeGJ*WPBGNae2=ptWX7NX8LnbGdws_
zj$gPCdw*1hIvkO9LPB2?^KG8t=~F-|_zWMLh3a9mlbAFm%#PCiv#A3_`n|S><e@fk
zpmY5|q^eKj5d@KhXc$v%AZEo!7S5^5PgEEGLyH?Fax0C@kTf{<AouI)ZofXWJ*if}
zt_@-oG|VoV(VwWhm8~9|KD}IiQiUoj9<0d1Gde+U@Hdu`v{Kol=-^a|<H$KrlFf_5
z#G0S@w1mO-M{#p!hE4*Ra~^z<kmX@d3ke#=R1@QD)qD<q8@)PGva{-$8B))e*H8MY
za9_HR=%Dz#xB4ERW82TFu%Kank(4dfO39aZN+a4V#P^p(ta8N%9oC^9rrlY@4bU*l
zr-9{cWzE>)tjHiW#3RUqNhuFa6gy)#K*QMgkxCFYvZ6D#y)xMtF=5S;Ut#XDlWy^N
zb#gX+J(CW`*ZO62j*yI70~n_4jZc!Q`@7MD<ZtsH>BSMPK+FqeD$xeI0UE|!g6`8k
zUXYwUDp6B7wy<U@t=_TW9<?i`n+B)6sK3e`Btc^e@z=s>k{wq{G@Qc2qTVDi;dEdN
z8iSo255ab+N3e0Va&xF_BlgD8!;&XASelxKM@kcX|E0R&#Aa%@`s(KE7@L2vyk}8f
z*ZRw=t|CuhbPlU~{~Y5#rZXo}F$4`a-a9C;d%Xo#7FE`$7K|#R!23&Oq9^(%qz_1D
zDCT1p4opE~>Y)Qld+MHPE!4c5M_={gx*oCMSRHQS6Z26)Lzr8;q_2$PbU3x9)~A!~
zYLOS3<k&v0xqHdXDqd1U>NKin$V;CQvKxXPwNdm>!NxU@4^0%J%!q#RLe9K6#AJSo
zq^?Y3B)kmbW1i+Tq(e-C2F&h2d}?Qu5WT)ceIuRZ`E1F3f82tUJ3{n=2ACPZR81%_
zYfii9yRW;Go295_;m{|WpX<UDG-%F!(wj5tdMZl~hs=ka7sWfqSy3fHgDRy^CHNUr
z&5G;dv*>W7qe;V2i%WuUtQf*mG2Of&dX&)=Wpu(y@5Ics*{;c47_3a3$+ra!WBvf(
zV18gjvPV3B=ltFobO?2~?JvG=@EU4f;u$<7k>WR%SzDVdIe<phWsoEu!4Xb6S<wEI
zd+z@Bb~=WUNt8qa!Keqv{(Cyu_Z#ITP@p@(WF%-J8xfq|hFoQ~Dp#pH))oEHFl$X}
zeVi4t=0MP!N~*KBsU}ksvkBjxO{yKYr29qBQ8<oy;h=pS&hxkEnC}MY86W)ke!9uy
z)L43w^(L8ak?BX!7))OsjL4WUVR(K-DBMxai^D*epZGcj1FBljpP?DGZO1oi?$)X4
znf`CRsN)Gn+34sI_q9B~1~B2XUR6_jHoy0mCUha@(!`rZlY1#wtx{a8=wZ8LT#jCG
z%{kY#9zj>0N*f|*P?e)drIPl9VWy9}ztzK2E2uV<8)3iQT5lMcDj`gf^hihIP{wwX
z+eFru_jh!Me<;uYL2HB6W_=wI1$5l;{Q1w_v#2;mJw!2fHR-W`It?Kt9F+qQ53k8H
zZ?C-Q96HIO6VSC~@=4%bb-=JL^ObI9(nsj(X!H!InjqK5Ea;f-f;S$0XwBu#mFN{W
zW6)Ky<7z^!vS`o&t4Gn1@$lB%<L{cWj&9E}FOE~iY&*=06qlGV_^(l&ss7e~B_?W8
zqQdYQiS7-F_JeuI@I3-nk04hCMRb`{>xTRSkiV$gOKBb+!QwMCk@9D11-5O(ieX;-
zS(>DQYM4UHsZCOud@`Pmo)!)HU(Cy%L86;tG)$&$l8od*Xc9a;lNXO)sDz8q=%w_l
z{}Zf#SW$%Nxr3;Qdu!eD$xxDrBv#$(;T`u`^O{q8wT$tLqqm4wk*7yB51}c)zfd=p
zl|Gvf^J3)I1+`KK|1x~|bJc?{vga3nm2OYvy}-lMDQ@ZdHS=P0&K4?lZgqMu)+8av
zHSwj62DTtxQaSN>am{R;F{Y3)I`4S^wS#&DyXRZYIeI!Udx};STe=V&L93(#NPv)P
zL9wU$<R&#I&ONAy$9pa2g_~2wHFi+_m~%kTwWt+zs1&pJNmRUgc(1N1YIevUzvg*$
zopQG;ZQkD=%2wGug9J4QpZ4+a^gVMw(>dl}cD}LCbLxohQLwO^K=Mg?KhlF)$X{t%
zax=)!p>7b-Ph-El3m$#x)hnmvSj)5!l~%nvQ#lT__n@zL)X+Uoq$|I=%sQ&s7k}VZ
zWnsXX1#|z0R7oCJ%^@6Pw4UXjseK8Qh4$K<3of4cc}KR$Dlyc4^;SfC>$m0kpK8%u
z2}C@+qWvcH+iM98fHyzCeA~{s17rTrn#9f_I<%PFGWIp)hS8H_eR;K#_MH&NE1(aL
zk(~ERrv<@w!#U}SCTLh^;HU7{D$L|SdRGtc`w^`+Zhtr>n7Sk9<BHZxv1|%NZ1ddc
zBu6wbocZ`cXSUvUK+K5PlCa*Sb~*2)ik96VzoC!?Qu6r^>Y7{fE<N&pIjsXFXVqsV
zd$G8$L{Dp`&yFLhNi((jqKBs^`}9fwxo^)*b?(of+=x$dt80sJ-aKwUwRYNMnhKKf
zY>!VDfH@W0)GR?KPzD`2mP)e>-dFq3;o~l#*6X$V#3AkG_lfzZYe}nnU-0n8Z#(_i
z8;&KC<Gy?H^D7SD%PMm_`q^Jd4{AMoQccWAS<==_@KnRR_~)iKu(V?VXaB>grS!@g
z*vycDE$X~}*spWwu9M`b!*{88wH@g|kRr(%VL`)s)fctZsnbFN<n)@0`w!TB(_U>Y
zrWLZFVNBcW!uqd;@=Tt$@6>0H>^BE|isS`?hB2X9{`n9m`D<CNIP2pddz|vq1)cY|
z`fpoBi=2X_M|{|I`o#TS#gTC(&MB~RC(wg*$98MpO|k(I{sbyKskT3})Fun^JVC#a
zFF~iN;$(37&kQ)FT~@c4N!q;_nu>?LsY>6myt~yn^a1}uT{o-utZ_zF9U8|0xW+b{
zVr})!FW!qEzW>Ff{yW%W??<sZXM*BTv&q}*I`a~4v%VOtWi&*?&17Yo>90rC@!%vj
z-nfr1tt{L7V8XmaV>Up;n0BnAj0<QpHP+Q#{oA{JM$;_(-#Z-g-cyxW9^~n^%t5Q*
z;pvDI8V}z+?dFH(EgTNhp(bFhz*;Z?vo=9%3VHvJ9Ng{r=h{uSqO#*>W+<zaKF$BV
z*(!&qg2^(HPAS6R#D9o}t7Qk-a4*p<`f{Fk`ZEh-mz_;RzMPH-8pa%uLFN8OYm!v~
zz2iiAC{KR!<nO=xkYa-5tWMA{=83>mvI_I5r$pc6c^h)x82;R6ciO4R7SP}Ao;8N(
z8Q;=}@%08QZKNOaQEJi34TNt-Hd`-2!<gH^!|U{jjKB}fy7!0^&Y`fbi*o+;-)p-)
zL72h<2^z-i4YfKj9rK2~ijt>dG|B1v{>gW}c{?nSi0>3MjA@hQgg5;4m4qa#i(-$i
zockr(D_FhQy7Mw|boaII<gYD`Ni{LP3QkbT#de_9NoB^#M~w|^yAFH&j&pWQy-$PU
z`cBB!fE*2TbU$r?hEeU>E{xghfUo`k_9XvPt5utF2JMUFy+J><egE1XJIpy_$1QoD
zzVM+}%nY1%*YuCu%U>IR0ww4C^rb!<nmsn!_RT|3nWjM|v&_&s{i}nTJTQDQ9qcYW
zqS>uu9-;1OEI;b+FVr=&MX<FniTeE$HOaHE7I*}^(BwGQW68J5?{yUYlC&$;%+Lmv
z8FGR-;@jjm3f3)lycaYqQ0smOS4;23(Re?;dF;gpEA`zkiU&x-ze4kDm%@Uc@qeV*
zU8*%D-kFAUj>(ycBULuIa5vNgGI=A+i$lH5PfWuFScga$llKOW{q@6c{Xc_x2O443
zThK5jR_FdnsAM?93a<e4ZZh)Q2blS2JUsZ2o2PHX`GIb=)iYaLtWLu61ZB-r(U2e6
z_C-!q?THBQZ|kW)Ej;wP8Tkl;`JCO~7BpOy571r*Wu#dt;{yqF3^4@4q6iwsyodNq
zWgm@{K_#*|MS4;PwxD6`O~7tK2X!J=Rm+U7D=;q(O!E`dFy<~amrLzP+gf}8+nq2#
zPh%Q!o<Q}CJy1%Q2^D-qdZ6dgX-kS?9iy^ZAXimbMR{IjUL18YKSfSssnYgEX&ubL
zCe;dDUZfZi`rs%=(6HzpLou{>UrqjpnhNBr3)@|D(Svto*5wxt|02U>%LNT%KLhNR
zgOHqlV2MMK^i(O7mDa(zpfTw6Y#J>abLj`ajifw^|Gsxk^LOt5oH$-UJ%nbSwu1^9
zV7`lqEaLGfSys}cJAo2$xxK6>EOf|14~x&KJwJSzJQs`HnR@PMOA_=bNhJi`9mNHy
zY^GqMhljWI>W7ctchvT@%zn1rz^l)s<qeHCLt%U{74;v`rbfNv5$v3NXu8d}Se7XA
zMPO%zCbz2rwoGO((r-p=L}X*!lB|%#@JKL#v4&C_jvGFBg!=<s*SitBHJU%j7+i47
zL^r)I>2}bMW%?cR2S=ziC~bb3jzZMqm^veW@WAmAdKdfSnZ8;6;PFGojVg$IqBZPN
zV}2Dw$M7c^`C|scFJRl$Rm8EDe(0EiLnHKDg^++IF@5Hk{Ba}qi+rFNA|Iq4k6wU;
zCi4eP#*8~MLhiz!5+a{CGD7ZR{{$w_7&~rElzo?YiX!yL9c{&<2XZ<tV-7eI_a#if
z!_k8x)Gp>rnYsxj^>mYm)L|-<XApU`ZC#a}#`H}J^2bErnLN}~WlX+9!7w*<h?xqe
z&L|i$Cd!Pfu2muWF$Du7_%6x&Oy8uSV046>nGdm3!{iy`hmRT(p?AU0wDiY}p`FHX
z!@B5aGkud|3!>y)TQle`Y2r^Jo2BlRNwqI8oSvX8Z^%PWiHRt?c11A`dRWuOXG)&A
ztX2O9@BB^8qBxhb{}F6kW+;_%_T6v4GwYbWV_v5hcD=rI7^QI|#Z&Z19bvMj4^|w&
zbnbWb%Z1I4>O*%`%-eiW<<<FE)+=)4g7A+f`$_B^jQZhWlZ+kTapRD$PX58NW8pKC
z7Jk#7FAeN-E+q}SwCA4Jy*6qXjYEM`)tY17Vs!k=%*4!eb1{m=BS?%$Nk#7*G-cWc
z2e)7@i!*Gc_C=-e@Lqi6?gj0?>>Ts%z3JVPF1T>0THvJBD$_p~-{KJ*yQkHSo*>|g
z#`?YMX8tADySgF|*_%5|MQq5jb_BgfyAY?J{lm81C}(1KJuKT6?{&m&pS^S#c{$8=
zNIY1oxXC+d;ux9u$lyOY#}zb;c@s5rDr>^H;S_^M(Rb0Q8xNG`#W6E6KXI;ahPG{!
zshUN%O`pf^$?33#vZW6=bNcc#A3eb;=vK6c*0_e~8Q;=}@%2_hx0v_Bkppj;{w{LG
z3daPWi_;g0Z_bl$Ieq=|XL;Vo1HPH|;QrlX{sF`u^@V&WB_8(v2A#IIMT~ly@^0pl
z4yKyp6eygV5$j=Q96_S|7Q7d-46u0ca><)_N1qAD#;N25gcm_!cjlt+y4}|KQQBq`
z=_<7rwWmbd=YPESMR$*n`GfQvXC#3sU%aQ?RBKKC&JHmjH#1T}){AG-`FjU#7*To3
zK8M(jq^<)FVpDDh?|686e~EP0yv#M3+#8_b2F<0e5M0EZoI<Rqhd1K2(w|~GQ#e~m
zw?i^6$e>)?#zZ{|`Ynp*kiwX7anHQ?7b+_jBDvt6c2iC(*o}NMJ>NSt_mZBrS{5>_
zQ%ifUn>h6CfiZ7UaoxnjPZ&))^+Xm#6~YuWT&)enp?@&6C%i1;HZ-YP9DPgBFlI4T
zi4N>0N|P0d5>93mDS!tm^WrGL{1hBwy40HU?pUAZ4lb*#t`A?>6bHVbF%?h=Z%lyI
zv(O(rg5iad43GPv&o#Mg_EW~;DEcLdeO~_zCG=1iG~1Zo!ngZB_Q`^MV*YGR(gToq
zct*Tlzx*q{+<1WAX~kHOM5uv(GUziyfd<$1d*rKY_NGvokM}<4r|Wk?)Q`T5K;1N;
z9^Qss7QUD>lX5`5)#U0+2dwWA^FP*W4C{%~V?oL+N!I7dr1L!PnQ0aaN2PjHJJOl{
zY>dNrc;jCEZQu)M9~$#M7=P1~Zw;y<&d$`eT?raIJbhVtU()OeU7!Boh$1skhU6XI
zpxL(M+qI*L$nl?leO8Z`p57BC>;i~;E@TtziTB4M3J-7FjqN)<`3Bk61qEx~YjN~(
z+;5av^rm>GzcaYO!_)VuQ6R<8`@0m(O6)-#pQSmrPW=rdPq}K^TH4Lj$4_au=Q&Mc
z2TkK+@@l4a$$tEYX13V<(Y4g(dbn%pT~5lUzF<|8BUhY)Jn?61Osf`xhJ~-L<!;S=
zY81y3*pIbZzhIXp^{Re|h6}iim`-KWY>!+Gamud@Uqd1B=idsM72owl&YSm7riejr
z@%ayY;}P?LKx{YRs|9pk@=bZh%35W)alhQ#cb!8p?|-oAs2$(%SP@XV|AH2Wb*yn_
zD$`vIw|Ys_lXN0tTy$1=a@C(W@{g}tb~=Z+6#fN415D*#I0rnCfdQtS2MS{`*MEly
zX+Ua#hB0xiU@BW5nWkqAg8lR9Z+fiO=kLfXK5G5dWmEb!QG<x`Slq5!Lr3h#3w;lJ
zkqvyu<*6-9idHTwoJqrcL^x*U!K-zLdI%Z=yzwkBeGMue)@ePU(!|lcU=&osTt%ZG
zU4S`}?gp!zRc-hQFImhd{H-a=UxcnI$`Vt$x&ABZ{YTI+=G}xzaXeL&xZ1C*#KBf8
zPPU3>yNPR|ZiQT}OKE_fOKD5B_8028uvL$FXa4p}o6eNY#M~5Z@RQqvtEPoG`jU)j
zl=y^;fMESs!BV&(ctK`V%F(!j#$YCuacLPJTS;eeOjCu?Il$4pIMB^co_S&POUY`}
zJq|kYVA>gME&5P2ngdzTF!Gf^&W(>&cZ56f*|*v~w)dyc=6yu&d*NyqG>nfd8^n1*
zqKraUoSf78&<vOkWb+f#Fmh}3@Ah;*tWVi|D4#%u=PX3bgdBwk8ZM**3TYi5>nDnn
z)rtRy0(zl<Hq^<>N{S2p5@!io2BDZrM->DOS78WB=o}xHD6aLZY5(f~v8Wj+DkqLp
zUt<e>N>t`LnAM0(d~DDCmvpbShQwSJzzzg93@gD*w!Udhj~ik8FTP`W;XD7s^m6pH
z;+;GjIvSYiBo+YXno7%;pl5t^9@5)V^tc*5JeA;|w1Le;A9L!!xxpZt{0t1L6<WAL
zf}RVs^kIvw{g@O^Y=RmX{~IuvMMs1vk7~`-IIbG&fuRczK8VN%_ly{@TuU`4J6r`5
z7_r1UVs(w_=lT*R)ut%Q|2W+ebDuZUF|cOu#_J@m+M}C5$ir5H3-&Ch0)+(vR{c+P
zsdk9bEw<Wtt3D+=cR7Zk@GM2pFeZi}|MhfC_6p3q<bm=%`**^GRbyH{x#6~)x^Bi7
zJ=(<NJ!M=KefPt5YM!hFxDlgYHeG>RSVWhH)ly!Z@We~(Qc~;<SPWN5&~TN`S1mf0
zj%=YrN5)DWNKHpc%!|V!nV*=3f!k#e(=8P+bVZ;GTjoF)G>oqHxN?CW%$x+iF!v68
zLBsgAzlXb%863S{Ba0?|TF}PML#Ly*O^RpXE;y@g`V0<T*>q^#mrqVRGppWKC$D3-
zyt_Ys><E2+NVWPvKxV3h_mNqco_j_z=B(H4ozD|yLBkaTqyCraDs0vb!JHQ^RH4G!
z?e=1xrvq*>9hEU&@<>pKs?2IsCIkI9qGGxMX!G>&+s9tAW_@ca_a<GJ9&C&R4cEnP
zSB58HdTvX*@B<cna@)lZAYxP82`Fe7b1%qe1U({r>S-p$V3`+(GMS&4#$sZQ-$KnA
zg_;T#cOVNIM(z*f?E1QZ{;rXeMr~xp((#E)I_z`D-4t_kcSYf8k7W!d>58SJpaH+U
z|LWhWwa>P&KB`6DPJJ+{Jz<K;r=Vd>g(LXnkT1POf=ht}pMnOMqoH`p6LecTpJv(P
z=_}$sbWM^44P(0b<fZ%7TdrBs?cr^NDfkpLz~t>_e@Qx@JlJS6@Un|fLBp8;gHJ8A
zpBm)T&;XM+y8YYJ`P7~>N>^g`RUGXuXc*JYC)1lt-yHH3G{EEycK?oaK09W;)oSRM
zw0~tn4IO+68piw|e43o54e@DcfXTc1{+;Q3YV%850_O09gHJ)jm~K9qUQg3-H?Yu8
zK?6*VCh(W0^Qj%<<XzSJ`Myg(1r1}m`P8dvntnFW?t%uG9L3--OXpLoCGCfps~R2h
z6f}(K=95R-_HX@kSn85&mt7Jxz~tZw|E_dCbpl4pcV~tm2cLq5G2MK!&C$su5zi;u
zUC;oNqc;4z)A=;b&FQHed<q)Ibo0q0`3KwW|G^Vuoc2@D0P_U4^Y^&<q#2f8K0V{o
zPt9kDhB5yKpAF<IU_K2EFpHSad(-(`_1xDx^vtB&E6qlqL!N?$G5-gjI%1)vOFx-U
zLj%kb=JUREKG{C#LFWyZJOvG7y7^=qZeo=k`YC9DS;~CgpUx-K|JCtGVY>NbSyhd_
zr|bOHPWvfnz$Zrp`ODM!G(ky$3vrE0o`Qxk-F%J+jsyikfzI(=&;WB9%k#hKd|uUM
z$;vI~?jG}IoxN%4sY`cv&FcgWW4ifdJu$bAJK9~)0Fy(Y{0Gwc)Q(L`e`wZVj(#L)
z7}L!s+i)E}jRY3LehM03R<Jx*r1Q!4wgLSVG>qxyQ+o#1<poD0oOWK&0F#5h{0Gzd
zWceHSlS7_@hB4iIGX2Z%oV5QNH_~<IQl5eam>g{8Ka|d==pzn31r1}m`Q$l<waKF0
z1r0Dc%FTZ`olkAUDVoLPjCAlRXc*JYC%fx9r8dVlT<Fa5E@*(s(RKbK>3p&y%*3WR
z_!KmZ>E@I5Szi+Bw4Z_om>kvTKbp=b&n?Z4hJ#N*!<cS9dF;^M!(UzVB|!tsZ1^eF
zc4Y3@vRW@$;g0$jJ^%;Lf`;+cS^Qwj*2V|vJ$pL0ZC>DlRs5U*N9S9_8M(6>pl5sp
z1f-f%e!IbC6ogN%6C0=0BR9W8@}uAKye_phlh6P1ZWR=w3c=L|{&%{N2I#pE>^rBL
zY9U3uGg_{9|Mhz=6dURa#TH{n9O*#TzNbcPW~50mGbBZQE|$XMP2kyFKPz3*f`)})
zg%%dFUQAGWgsbv9E*knZ3EBT%$F$^QIKd-u>Qi>B-_Q8uv8!HC!6ir04@rAeGVEE`
z+s@>g`=#lQ+54@S99t3`7PhA#!{l00w8MS=vR$SxxTHE}4uD#3sP6jY4Si&XnW@Jn
zE>#Y0B`9~7(r55+{dCS{sn6Db<}&$$27+oy;`B2!NL$(z&~{{Euun<J=rX{Wv{@BV
z9L@Bl=Gf|=&upzqD1$z>9`7gVau+%p;wqrg9ynEix>=;HE?`^&xgQ;M&_&EK`!0Vz
zm!2v@rP`(I7)ugklf~21?~7yCt9fx49rIHVg!Z%wLQ~j3pcw+AW7Uuit9gOZL3R>f
zMVu=7@RpY$3o>o#eI<pz8=cHCxi(Z1T0FcTP8(DG-R|9EUY{OghIKn-U(%Z3di4fq
zjMk`J67sk#9|tfmhUa7t)KML;4R;1Z7Azo_TbYc4&SWaBjA){n(KX}>6EueFdR(=9
z694Cq&i!$Ax5HiiN6--F|4KdQmy}Za(a8yPr)s1YJSo)BR>&qdiudKD{%se0s*eGs
zHC%?@06nU=jmB>O4cM?Fv85LF^J}XgN-5`1PC>(%xZBpBLSb=)X?f5yT?#ZZFLV9h
zFnb8|X?|iF##CuIvhtJIQZ1gEmJC(<L~k{xu5NWL+5`<lyDg;d`?Pta9g{z}CLMwX
zm~$Y}uR_hH@bL&jFv6P#M6Xf>r~vk$e>OnR_*KB)H6yLr9C2d8*)M1q6Nh<Itp?TA
zB&vsxnMj9p>Cj?CE3~;-70RzC_YwpR!)HS-fyuH17hkQx7pp7@L}*Q1xcjqj-Gpu#
za&;eIyJ9sQ(Z(L#1r&EgnQJW|cb;A+e4wm{YB6<Ra&~=}2nkE<=n#U2tA02nOXH=l
zZWDB0Q`G2*mg0Um^)|{7O4*C)CM(xb1=_RwY1^DN7q_{dOx1SO7S!*oqOq66&@k(^
z6~gwxEEv4$*LMHz_@jU+_5lSAWA2C<ZL106M%E{7z1VETF<d2!BO&cvx-5vUvUJP(
z@8N$!8-xDoR0rxDw?nD%;Ngg0=K9-fF*iWNB7ye$JAgjCC%*mSeT(vsq*M|k&zkbZ
zPf3XRM{P1~)7{$pyHjpxNz+qv0@uHX_={|nn|M6$g&VeZe6-|xH93T+k_W<4zo$-0
zg|xxk8{$nkZ}hkAicoA&6<e&J;i@Pav1iD^%%{e?4{yC}F=2|eyPyGPE-c+FvKy&p
zF6}laqr5A|KCwO%+D+eZm+&*wHC@n~GLn5Di__CbLSCoqeV-rIfnM;GJRJ1GWD9!6
zxAftj#9<GQoPr3=Lr5;7cM2NDM6yQzO3m}LP(?g~vjTJoS=*GyY3P~{nsATTL)RiR
zwOxcWq^eq{5@ad|>C{VW%gSI;BHxMWm-+5IeAi+s;+Oo&*>#bRbYY=!Z%I&?3g=%z
z(sYoArrliM38DI0UDR9KpX7Nr-k81k<<&_1(;~gy1r1{sf$<EwYYO+Tu7(it;BL$>
zh>KGaIuRdasf6<hI-VE}OA*ryKPR0PEsaq14Dgl=0?sa}r0h?0OKEjYG;mC`nE4Es
zfTfzzXUg=;Mh=z4l`e%KTY|H&G79D$f)q52Sp&@NV0^-uyg4>%-1j@5y6zxqoGa3m
zQP40ZWbNl_KJBDIZxB)XBD?7!q|7$nbOOI^dPDFs+=Sn7vFHSTR=RlfC`oxc4E<b*
zDQFlI9mLO0$JCPs@`C8*#Vx3<)A<xMjCmnprm_l4O5#)Lf?G9Rvr^J6MVC!#3E<xC
zpj$LR!_b!idM7~FR``jMBn9x&I^ULKyB}+WZkA=PDhL`b2U#6cS+E;ig?w~EJopAF
zeqrgPS0Oa{myMzY5L(V~=_)DkZ0dIroi(uto(WfX%=QEgV=h5MtAQch4|rfOFKkZ^
zCi`bDMMD>+W(;>?Lm%WVU8AO~$`C2fX0~d5zL4G?NFM*qs!z@t*o(3&_ZxqI?;8%J
zj<=K6tOjVf5}%`4vg349R$07wYGD#{N-J}tQC_QOX7^4krO|xPz&L_2imVGvQ3GFa
zNp=hfi%W0mkw@*><Eww0aSxRcm^(EW@SCUi5kb%R;K<)Oz2EUVV#I|bo_Gv3kcL{&
zFy?KLPOCAhvGP^dNQ=zpZ3y$?&>-^@Z#6PJG{Wzg&hm@TPs`Z53FVo4Wv4eb^n2(?
zVtJQzF$fyQ#IaFrDkxN1JL}e?pWzYsf5Iy}Gq^y<{7$-<2I#q%1d3@IkC)X@+;cd2
zI>&RH)Q3<R8<X5i#3aXy=)gd6%|3J-3|Ce8NpGqOP~IC{;}IM)rjT+2$z1#!Tx1U_
ztWFH$o?#7^SOPm5N6;{~5A2pxYig>HrBPnM!6SfK4>~kU&@g%h(Ay3hKYpybEHJo*
zK25u{H4UZIbyPsma1p1Vh@DUbosuoAEvr!_xdbJq9FB4X4VN<?<+MXN<AU+SRfg^b
zkC_$uV>EgQpM{{|GSm$R!qyt!fH&{TOZQm*2quJq>9a~8Xc$v1Pjg7}v+G<83(asa
zENB?~2&{c`A(XMSn=`A@FB#=Uy)4=X_LT9HJ>?RJpke%Zz~3zme`2y`YS7k{FRH9O
zGT4a*bks-CaCzsTyj>jSjrEh2{=nL_xOWciF)xn7%uhiG+e$m&Ex{_ei*_v9mel=>
zwnt`d9eDgrV===N8YF1A0v&1aPqjw{$Xq0g!Lh5=c>-fz9EF&lf;f*`E#uu$$c{>-
z8Z1RjR2-!U8m<bGyrnt~ETY`wg~c`bNsrbL_0`8rVMB9SAv8h5B|Wd|1EDosikT4x
zO^K<YC`Hh4DJhiFK}oIQVzfvau}P_>Q5&cjGhee47G6J?7l#euiMe?(vmlRjRQd+$
zZ#k^|{5I(WzV77|Kcem52P8eQ%n>v!y*<FgE!1Noy<PJV@ePP|k)UDB1Du#VkumEy
z$GS++Fea9-e!KL#FB$mJ)VKact}lOcpRT{(5t?C^5j`y!X#A}<)65>265!#9&$yV+
zNW`gjrgK1bUEN$%-J!68hRc`?*0SrvHi{IS{JPiG83YYuTa^k=lX;4&Ei_$uBS$(x
z!<Z1I-!EPCIzp1JJGr693mu=n(@wpUSQPl3^<>b>T+lOq0`ka#JPKUG*1hI_vqgNr
zOCW-V!I5W0PcH^nR!&bQ+*2jtuW~e~py4vkKpCwjR7|g^oK@kff)@Mj;pMw9aDs;6
zABX&#z#9^7Q*Cx1F>Z!OTw)P4jQI;#&Kl}gZ!sx!NJG#t^#0`Aq0A?RwEtEQzL=Ld
z@C6OyPX&H<K6&E)c~M^j>=v}=5UjAn0@rSKx>DG@IJh=HF%5G)iMGm9t%g#5vN|`s
zZvT|gk(8@F1r5VbB=3AGtF)#H_k^YI$Z^*;FAmPlPl2=SSvxEFFCqi}ojyXGe8#Ci
zXYG;|^By>Rctw-Glxy0o1#!=Sa(q_N+&HOn(_1SbKI0lp!DsErUmAQy%O)>LbCkM>
z)@!w(gCJdhc(c#mD{^TTcX+y`5j0!|So8DJEg8E`?w-7A{4Pbb4lq@*>jtN*#n2mk
zy*bj8MwkfCI#pSRn78H2@0R9%aSib-HZ=qdVQ%e~egR#gyf9fdIj&A5>N^EjV@wkz
z3UlZvQP7|kC&AR<jvA9w)LtQ@kJnHvkiJQ1C#uCrq9!L)12l}O_&gc(;V#8@eXQzr
z*XcK9=DFtNf`&1bR*Aan9b)Q7qqkg8P}5_gOWJ}4m~BvPl?g~phs>=xe2)$}7>PRK
zfD<%~S%t-q8t+FXs;lW@ornyC-FI|OLBrUHz@bdDw4ZI9uF+foXFhb?OQ%=S0R`QB
zI&X`rX&3b+d3mZ6fln2gTWn7iUvioF(jSuEi}(t~=@0JTF6VRFqM}}el9B^xK9I^R
zqV62MSWkSxB|HT+6zg?PMXxWSqk}u9gnfxVl})yTT`l37i0@1}Nn8*}i4>Ida5A<w
zDm+dFf9|YzKD=&e1*y_dR67hVXc!#T_K!>#lisEKF3%hC^G*Ycd(9xsVd<EHhB0x2
zATdlsYw`4WF_Mc#bcx4%8~!U87Bmcg4Zz8n3)pyZWkobV;K2nq?0NZrX_@h#y$+na
zc*kR{^q<0a84zMbGU5X+=mtpUHPWI8^Ll<onG!h0!|YL8r4%%bxeS=UrEe?gp@5h+
z%tYOZ`yN)RvdvdkbS<bXo}Q=~K4u?P{jP;IUHi@MhyV5)xZl4H7|{Qqe);{Pi4O!e
z^8$hRqtjbnPui*F6Vo2p;jTkZqm~c$;BEZ`4PzEkPoiuQ)rF-ArLPgunJc8d8NJ`E
zJT-nYL61sTDnY~0Dmz3=J-^Jyc!Ec;9TeIP;Voyo`qg$Rv|~$VR4ta_{q(!1v!I8Z
zP_QSn&<rNBDRp3MB!@=`@d<Nbg(heWtbZh6)yjgBNlG6q-<e`w9H!U&#FwWS@Z??q
zZ>Mffqs~%8&hmI!qQXmaW$9%gIUUTJjg8j!Fj_6+)rpD{YEiY78|gpdOD_2+Dp{IG
zo_p#Kzfmy=$^g${a~if>f}Zh_1&uhv-u2YV>KfcD9%&RdA-W5Y@6i}y%UQT2LC+<f
zhmu-VQ$Zz(qFS$vA{wLZFI=P!r-7hh_`4ve_34IY{q}c#`248f^StkO>$~ULW6!Xb
z>{<v)(TCX=^o+j(_`;C!ffen)f0btP!o&+2#(Wkc$$(ZwWUddEQf96jC#>D~zsoPS
zOmCk-ALM8~s;sS{Sf+>?i4VD?FHusnc<@d5Dhb_SlxRY$6730_21ZtnR2G#{zs8c+
z$moUnY8}36L0<)%w;7=b3SLMWEn)spG5`2<Gipv&dxb5Vo<HUR5(F6?rRJLzZzMQf
zN_09SKI39kqLCBQi_vV+YELI>&LopMKHZ)P8pixDSjmkiDvBwtn|pWIu<>Sv(S*5v
zJRM)qF#bcpZyl%W=8_bWl8Be<5R-5LrVaS2F-HM{h6{KK1+=mSP&{okH4S@1j33?s
zFK8HEB_j#J!^}j~o%^)LzyaW6)5Rlb7#{lO7wINljS&qGj}PMN6vx|BlM0cWxrdka
zTC;;!UbQ99wEDAv!6V4iyxyKw<YJ+Kez7jL2k7x&*SU97ze`u_zk(FjU^YO*n7BPE
z)y(v^a07Faq=PQX8@KUA;0hnDpkdr5Fm<(9#Dv3{bbqHFY}^6Ns}-Z5VN8r@{)F`U
zuUq|o^MSun5~J(eFMT%~e3}lcZpNAl`mnhb^o);bzCS!2-{kQ0I#y)W-cW%VwUC3L
zVa(1jg00|uq`QYIXeT-S`V}2HNy$*ni(`^teqtJiw?l8Z>9m$@rL-GIe{lW@d8fNr
z7Bq}$N2xI8u^ql0^ucL#lx$nqUWaX4Kw>u57bA-Q?{qN>dd9CNG3(98f_h}a9uxE8
zkcs&z5|E<o^iriJq}P!iuji7BjQ?v<{r;~I4fA|2c+MGJSrc%ah>o6OqUvB+&@lLN
zfM*S_Q0A7rcMiVi7{34f=^rJF6-w5D>zI7gHI>Dc(HW3ts}a6qh5sn<cM9;w`-K(N
zr3rrsh9wFzkJLlVq8%a<G%O<cs8c&ms7RL6QLJ*B3nxktT1|H;MOUao$c|D34VMDH
zK&sVnVjsoSBxsx3)y@x@#(1cHB?{3n{Hsb>!^_D7NiI~Y`vv40_$RCJ8p>%ixUiz4
zvZjFME8~LMf4DnqA%s-DUO|OuxF&C+gx0o%VJ7a+4mm=~^%f9X-*EvcRe)JlQNKe|
zL|wIiuYmVZ0A2c20^!$IkEA^95q150^7#bl*#I41Svj)O*%cab=2UgLjlgb;(}Fb#
zI*C-Qhm|ygqzBQ+>RRjw2^u4P?WOBUlZ%K*Om=VY^6KhCha7u3jVi*=ENFn)4y$$C
zogf#LJOwo`bN&4Ek;MEIY(PJzwhk1gI)5at>(o1e8}huW500C0LT`%1Fg$c3Cq$~b
z@=22CKQb#2A2H+j$gfME6=+jM(cb5d*xI$~1%!JD#sv*ys^~Fsa7xoRVkc4w<2lUa
za&%7|3%6@Dpr_Fat-x`ZjzZaRD$9Xw=I9(N<LK*xhK2D9JjHDk_Wu+2tD$>BpLOgN
zHDTN8n=aT`f?1N#XF&t5cZ5FU^s&@uE#*ySfY_u~wu&ByM>KtSGAig9UtN?e*8Y63
z&1?r?7N+orVH-`+hw%kH<74kB)f`^cGHv?`;8n!K``Yu)T(*@wi6*f>I*=-4A*Onp
z;PA*$r1j8qAvnvP%BZTXjxO$aKKt_eNnaK2OZW8!wb;0nS}K)Mnjmu)u7>!)l&}$p
zY_RmNo{DO~zi!=!e4KXQnt2Z&c@bsvGs3dM4VS_OQ7^o2#Wi)R+UiLDymY&yJ#K4l
zk~71U54V%KR^75Ad!WI8OKl75B*GpYoC{|d6<={FwlOk8jlmJ&Pdz>7cRI5`T78!0
z+%~YFVa(kzxa1D1Ev0E(qNJd<2(zrnD4_WXO>Z21UC=PT?FHe<NdMYxkBq*M6mDUQ
z&KC^&ic;y2WYR2rxS<3+<DW)V_2;9$VSLTcDsz=BE}A|!y)^|5V-CjNcMycG#*T=R
zX<ec74Y%zwAm`j4`x5r4>Db0M>m_!aw_xU1d&m5f(@BhXitkF~;%&zcSBbN%m|LhE
zRT4CeiC{DG=~X0Vk!wfp8FFB-5en;&o!<!>2LBMFYz`%mu5yC2FpPg?u9SwLVQ_R6
z|7_jBwrica_NDvpyO!>y8FW_XLl<5_jj(6Xb<ueKd0N^H&>Q^Zn;7U?1=md&M_*X*
z+F?%@r|XlY$ORqrFDn~CW8nQYDtKWi**C{9%Kj|#;^<oDCq58npp)%sRHCknA-W!X
z5##8<7c>T6yHv#>%A2eu)1TY*i!Io75`(CqA<V72xq}bXWu_|U0PdGb<pf*WDmXmS
zr`cGW7e{5xPrTWL%3Ms!pbpEX+63ULDP##+`9sSeM+t(4OTZK_)jBkxkp+n5uA=}!
z!v#Ey0$L8LtgR?1^y~g<bOdRnI*y{a{3O{txIJbj=-z?KihsJGC8$Qu;Hj9g>N5b5
zW)}7TOENkWI@B^~W{N#0|62rIXuAVl&~OW2`H|Xrbfsy7;T0?|M_EEu9Aya_E(@s~
zQajUP)vqzd(W-bTTK^v}3)jS_c2;+b{lAx`GHP@mn)It{bYH=ud3ZJH8(jrbOZS0P
zR{Z1jQ;CDRjG`<aWrf9*afehJ2@7=jj?(^~4tf}CyHaV@<Py_m45}=tD@ahkDx~B^
z|9F8ai&i&QMfer{WMM_kG0DoZ`ULv-s;KUE>KiyPxnQ&*dFs-=f{yxXwGa7$>g^gK
z8txiMUzX}Hp`s)~ZpXr+vV<A~9mV{;N@C5B>Ks%Ohq?|rU@V<_q(=S6i-K1_)g@9C
z3?v<=ARGLTm!{IAb&8ZWQUx0P<0U->5e6;_2e?^w@yQj38VDLz0~*#TULvSQy?t3&
zSVtLxhRbM&@uaf`4|+75t916V<e0*;+UQD2%sw1N2^ucyd3Z(Ij;^erBTN-FP-}<8
zG^e*4cLUCCzfLlatepi77lFInQ|-s#$`NvQ*DJEW*KJhRnVqN}0}BQZA3m~@&hpZH
ztHx28zgNy`YJTbC(K(|jtl`TOTD`dQjQw2GQ$Yg(?L=bqm4A^|Gtt!~x0z=6CK5XC
zmx>5o&@kp=sA)FcFjkf<u7eqgOh|a)V_qB$YJTF7AI4sa{*@g^gf<2JlvEZIw!K4;
zlTUCGTv}zTdM<*!X&X<>CVQ>EBkw5LHAFZx@HrO?Ju-W}_Efi?H&J>78!Wg?ufrOk
zVN9^(-v#>c;!9s5@=cz1`h)MSKFKG?krch4Va)bWkr&ZaVNBgrub4e)XYOi2V=$AQ
zU=dnV++0PnCOOB1x>5l)-=!AB`{oja@AI%Yh1`<|<Kwnd)#gdOG(joF^um+m-oWQv
zc29iXF8ExhnF_wo)Irvm#0TMyTPbh;s9&$1@rre}skN?up>7iul<lVH^1!Ztk8Tso
zALnM>a6tC`hu-wF^0IY9^<D<ONdGD589x{GX+D@X-wJE?-!IZg+Uz&ttg+H>wK5k=
zSB_Ymdt3Qay_+MdQ7l~r4VdjjmGg0HaH^>`nh{oYb5q`U^Wx~j<|n2xut^mpn;Tc7
z$xwB-7>)T6eB(CZJG>nDf`;+CfbASyL0DT}OVh!$Gu`6DzXD#5i(vOw&$lo7gmOb&
zw<<a2g?}M{LdaRr5W`!$yIlk`YAdV!WO=eYfz*T>;8!o9T1AA^4KWIB=}d%qfk*K{
zQr!@bVUMCAV|oZIjXrEN`i!1*{FX60#=Ix4-17NBhxK;VNzgP<ry@0<G<8}HLnZW8
z#~9Pu6!YScqxp$xP>-FVuj)eZU@WtaFuu%2XDY|7kR2h*um@VuFy>iMre?v~JtF@`
z>yhHsU4N6q*jw8pXUdp0$GBuJXu#_(sJ|OiPmWS~-u~A;n%}g^a2KYaK|6Lz*G;XJ
z(8zpe>oJOXakQTKDM-VkGokJZ?p0RA+&B`{RM+}`rAHA1(JajD)7Jri8<ZJVqYQ>9
z|8CO#$gm>lAt_asTT&+5xi|mL9a^tlcDzecf(Dpf!T(k)f?EzODe=qb(3Qy{t?V)$
zK@eLbP8$L}xfKIPHqgnLJ(3ED=%O~Z%Zx$(^T)px=PEEy^hLd|MtXC}p!@GBzjKUB
z8iEFTvva!M(0rICU4=e0M>*Zv3@<B7c!g!7X!$&~K5ttif(M=?4e+ldVbdZ>moPDr
zm|jxoa2@jO)x0=H0rOMDx2no`1r07NGUtXiFR;jpUb%o;$IGxZpea;Iyc{(rWwq*I
zzVXZp6ia=q%)c;eW@a8_Y@#W;DNJFi<_w!SLC^SL&VLr2Cv5)p6#U7sDHiK4LBp86
zGhG4_a{^2gRUK9C^;RJPQKLn~BR=J#kYL*EQd_Gp7SVKvxwa1t&@iUD8~*upk)-k9
zypl}NFy^Vy8L`sR^we|BaKe0A)etm{*#WwqOJ3ztco%1BWsfwYXm%F4<tMC$f}YE|
z7fb2pgM+>tDZ~U|d*;Q_naod2V}O%tj-NB0mS#@yM$e0(Sjk1On{<9<)JP||9*!O|
z-i1FO?WVwYrzTCcE=j7bWE@^W|BkM9g$;3tM$oWm_CWz{l}8~_uYg38If@W8T*RnQ
z5%r46(VK)Z5HzNUdSb0OI(NY3PZaGsxSMNy5j4QW!b_#oCO?3>;~idRq}oyA7#@6g
z92-*@N3~!(Ks6c8<xo_aI&oA}SCt@B)4<1EsJf0_SYl4NWnSj`Cuvh-yRa4xr9(C^
z#E*)*P&rY~Pbb$J5z4b-SV-=x<^eeFQ&m`3R+$#O$y=vJuN^zLf`+l}VwM)ym{H*o
z1nW~&^l6K~`sm1^&8eM4;#AEq1-<K+SMtm$Pit&BQbi}p{TPuaD%cMPGW`+h5@4IB
z!;_xQ^Iz2@ww=s;-h1Q4Nm;{w{X+%KsYd<)LTUyf`GvDcG3?6UgvkWAbbdmMf%`OW
z12ilkD38Au^kHSw0{xV-$Minnk84|Hk$}W@d7C%q9=h(bxAQz5n*SSWuUH)keQY1r
zM>?Qh5$I$->9RgbXdFzQKIQ(Stt$Zhw=_?d-bl?W>b!o~uXAwYjEKkJ4r{Wy8MbYs
z@o1(=^u@la|H1V6-RTh-2sp{O&DJmMgrH&Z-lImCQNu?Kf%`N9tdH5yDOB^~uyN)m
zreWX(86@PKAvpRUY?Ma8SrF#M0d9U`$GrisXVs-`0iAg``;AXG|0}!HW!(e~VQ$?q
zefC^ii+OVndPx>VdPF$aW<7Kq)WNx+0q5_K!sv)9G4E&RmF~-Q2vYho1Pw5chDxY?
zofh$<u|YMeuqwi>mLYk#Ot`CqTS3Ff%9sjn_04${346giyH=0y;k;5y&_K?+r^{Jq
zhDeex3N9lRpRpSKPZTMRWjF*RXi$w_5Kv!ul7pn?>KzY{vwV-f=l*N9d+m1;`cfT(
z*Z>V<)&N*w^6?a7a~zn0hB42>v|3<Z)%}dwr|d+7fw>XMfhlMhQ-#I}Om=82SUG&%
z;;GKM3mV4soqW!F;M3<TXOb8FtAm<6Fnlp?)D-d*GzN3yWoUQ7r#|yWbvLJ39hic~
zVEQ*ubIL4X!mP~od%~!Or{sc$F=NoBQ%C@jZpL=7YHH8s_x?f&E98!upkd5;kmsrC
zn5M^iZ|=DNlkdz&$fYpsf`&0q1Lpj6OtaASbgbj<E=)ngn8=LhpPr7%vy9_&_FenB
z*U^P3XbfgjWgS=s`G?1MJqaa8h#pH@5N43J#m+?p4P&mvTqHX_uwZomF-6nTqjR)z
zZbUphY)Nt*28I8m%fOn@BX0ZbrNd}5Mz)opVSYaXW*`G)a`E8f$X;2`nuSjvcQnah
zEGb_^Pqj`_K21Zzn4dugt<70poK&qSERU{}G($8&Hn)Jy^<U8j&@v%txPY&fkde5F
z?jk`Jib#jx9gZ#IeqH&(ypxFeNtiH&JDH$i>^>yvR3}>7QGS?N$%>N7S>&L^ja>2K
zgkKX4$3E_}<~67GY8msE4tlWrxU)}HQNF6F{sok_3Zz6QgAG0p`)I`H%mhC7Khd*1
zD-gcV^U6)_&RO{)6(?Io&@kq+z`R;(kDc<FOx)gO-|TsF&J%PGgMUoAuyn>2a?_7c
z7p{JrCyUjJ{j|Ntn~QxpRIIHEPms-vqblYn&%7{Z3hkd&P%u&j<jjsXzwVoxD4mfS
zTfcVo2SLNo>%i{O(Dkr)Y~}5(+OPYN?!Vi7*tb{r?TUjHLP~;$G5038R10F)VG*<+
zh*k>5x9aG<f`*Zw0WvL%tILWjtLpUj_<k78@ZgDYkcop<KeP-{>bcr*q?5Q%*J$7?
zF6~YF%D<~=nrwD!IkMfqKWh>5{=2Ai%m36+cMIk|Npw?xeY!RYdd63IR)btUDpn6i
z6_vja53hFIlI|BhM|bg=7p~5r3@S*akIC@wMFZl&C$jm))cyjHi{rf{G4-EkUJUsX
zBFFNQeA;EvOFQ(kdy#P`Ey6NS$@gV^(t=X^&!o&_HI*b^%a&O)^WvH7e+a&6ZE_Vk
zPr>Pa7WS2!B0G?XQaN;6#Z=17T|KpMI=mb`s4nWkZexDoQmybZLtL7zb#L*Ol40?2
zl=8#htXtC7M9?s%m2kKhX`dh^!0fT}?`O~Zr88lEm98CvhB46${@0)nWAYt5hurwn
zn};3Sl`yBJV+tC^L_7K4XiQr#o&KtI%)8~{5q)o-t<#-g@J%Y3xAj2P06pWkrAF~z
z2Ys05-Um*rd9-_{n73d?*HfO(q7a@voA?U<Tl5%l<VnyoJ{sNMk}eaDPG5BX2R%<a
z?L?A^7+eJnW5PE08`ClM5|C!t`rs1oiWM_LL1Qqrx2-2BV?+-6tW^7$clfUPC(hV1
zi})1V=z<2Az0t>CCb(2{I$SPyl=RFYbajP;SwX|V1Wuh72@WJOpFYzw)t6ji5HyUe
zR?F>86lrB;!Bk2VBnuH{#lgOy;X+iO7qVunbHvP-7PTrE=#sUdAxyb&ri4?tO3@^a
zgSX-qNURx!j$+e4(!?4v<k@soMbMxsKa&FbXHoY|<q)n)F*cRb(MG^U6FR^J4TGy&
zKEQOcqO>xCD~+twbwR_p{i#o?3n74;o}G*RoaV*BviT_prCFw&e@Y(irsdp2KhIxX
z^GjDG-VxnM(4c9%r29lFkWFkqWUfK0x=Rxkca$b*Ae`Q?ZEj5C(e<{wvi}J^a^tQV
z2pV9XNQ&oQOTeiX$Br6_6ZL7KMPeJuA#Xv$$faZoQf(-Eg0C_(s5sB`Q^+EA(NTh+
z;SzquM64NheA45VbgyW{d3PlfL?@WtM?2YPx3YP`z@sj8qu$16c^jZ-zF#E#R5rQX
z$JQ26*ynJ})a-XcgB^Pa+JJ=uedS$vnq-cdUd>S*K~+y(N{RH9q2lf8T&o`~M$8M}
zvzL!*;vvH`{8Q*4TV%@QG#y&w2tn1ppsu<mQLbv=1JHN`^SX%56W9DXZJxr;rTMkW
z%<07D-5m2WSMqIsiX5l|_QvnPcS~wDxN8e2BbnMqv+btk6>(39y&oYJ*=|C0S#4(H
z;Au;0w|W>5O2HW)Et7(V(bY8;P10vBn&CzST0&&W4lpjQ2G&sca8WI8aHTvdk-<X4
z(`i}r;^_b8C#EqhC&vT6wS^yDP)`Akn9L}3Qfet?13I@Y0`L4EU!Ho$IG4c{G{m%=
z4a_btn_OKudoorXbQL$ojhmrmIci$-kLDZC%Ap=M3I?-PFomigz7bpe3Vt(f_olM)
z$LG7CMW=N%wV**$D`<EyQ>}*3DX^M4N&{0_M#m2$nxuPQBX)Nbyt|?Gp3~|)Pw$@6
zIdnNU5Hx7$Ug>iK)6f)CU!17IDK@odvR*ZI!N6mOm_Iw}6tO5`*&wVAM3#%j?gEju
zA#mCttWLN~5az(qD1wGdP$3<is05Xer?}FqK)jZ_q(--os>=@O=^b@R1+`U35n5kC
zn%$6Fq24NmXt+u$L+FlFke&`v#Rkr#olu;&aWqXM)J;{#t!})}aB1^v&pUK;YnQqS
z8mQZT>FQQZJ9B-j3X7*x_V4P+!S(Gl_e!dWI%Q|D05o$P#SR|9m><?S(xxM^V7#5_
zrDG&S4?*q-?OROr<YnYC9nuRsV*cbBK|#Bvr~P~{<OK=fHq+u#OymU(*d2!@yE>lT
zf-<5NQ^;sq5WKKT4vi8tjI7Qa=T4|X;!HQb?i!7dhT>eEUd<(&h&$7qW<>Xh&{0VT
z|AL13S1Y|XDu-KQOhs88C0#?7(SN2rRSgQz0JWrKglXrYJP|YT=5u}A3`3L5256Y;
z_n@-^le21=7dSx`55=HYJ2_!|L&g(c#<%og-xTkbJ%9N*`#pX;>0p4L>`Vqsr+^7}
zA3@LfDjiP?-Kyg%5tm~-sW8a(wr6O8z{t3iy}phgp7j&wLm-qVX;9bnVa~PAhUgi8
zEG7ZSGhIV>C05`(Y&6R~%T%v(R#HFRl?+B?@gQgndPt7pC6i7c`dOZL({K0x`0-W9
zI#En)5T>2^3L1mypNwh_$WZ!crL6UjB9$)q{H@QXAL`t36*LAjiStmY9Nm6u{Eg05
z{#Fwvap82TwFa-p!fJcehy}3f4Q>m2=cKhqw<_I2DfutEtLossNNpo5te_!@{K@et
zVT_lW8o?mT7#=OR(7;`<>W661D7#}!Qt|Yy##0RAVBBa>pYN~{mQukhOW&H3Bw^<o
zrTo(csH6{V$Kv8+a(N{FKZ-#7d@5IOwYl*dtyxM&%D>k-*m-mp@b}tSXQtC#u0HvP
zbmK4Sk2>z1O9LQf&!^;K)%D>wR)O5zj#n7>o?3HH@@D6>P|!f<_kvwRxKpa-*db#N
zIH2FeLcfCSabz$N-Zh6r1P!C#O;(fABT=e_GP=K)w)%DEQaeKH9d$bFdi9oTmUMgg
zOEn^bvE(1rBU8JoyM^?$G+tgv{vbb2*N;voE-`{c1_iTezyZtto`gdr`7jlD1hH~!
z@;GTWGm5C1R0o8PR-5HRoYH;Nl+u~Xh&*_TsILwDT%FEU3^${?`q(p$a3$zXk;xvg
z(wLZ4mepd#SD&^tLK_u7eH8vNIt>r?s8VtzMmO_ySAE4s8avun&@lfafZr+Ts<nk>
z4VA=`HS^*q$@~=Ytf`tDi;~(?@>1<5B3YSSHj$>$69zg#ZeARPn4g%2t5b_Ya)Q*v
zLuS)$q!I8&TOCz{`Kku`3Ncb)gs#v(HHelE&uO)?JQzB_LbEId@FX0UEhu$AE+He=
zMtJ5TEUr;}JGs#$A+IS{dl@)u3&k(0O_r6omEK%e6Re%+PS1cZUqz$slRiHa^jsVQ
z^2q5wDp6BN3!Xw+@XSo6Z!2g;cqT7U1SH!RZVf@hB^;(pK)<T>i?O7tuY~2Mgyr>@
z5TfA{a8I|KA?pmApXYf4&L39UZurw`-&wU?5*)P*<g1NX#6*ZMxg>n)9}4M)=l42d
z=a)Qhr{qUnK150W-svqMXc+SnaMOZz<|u?rUuTERU_Kt+F`dsV8?=06%-gzfc-^?w
z>ueotoilu!kD+P*SC;R)_~4i~=E@&?KQQd+m|?_{tlR#ki}w2Th?sZN<yXJ()u^Xp
z%*ZpST(AUN4;Jw7s*jjFzxio}G4HyG>koaS|6NqMEFvU<*;5n;UT{OlX;b2KgWci_
zH;mt~Easm}pGIVArl8&*x0k;*{)9oc*p;Y%8-yln0Z`&WiXy=p#4@3Ga6U4*C~(YK
zFrhCpc{k59FOmrk;xsQ@_t#MOg{W6%va~IYc6fMiUNc}-_SVTUelguFX=Rm>ys$OV
z<Kb->dc*qnhmMc&i?J4+S{l)2sH_d@;l00f?^lm29T?*mX6I9|(~nFHv9pOrF!k_W
z?A~M6N#|C_yk48v9(K@*`6>WUX*6`mKTPRdL-dTlhA>kts%wj?i^<a;^$lplx+>2z
za}<X*3mQg#56D?@QfE2{O8F_N0&kE-QxEUkIdlGd>{VT3{KE3I70zggo{Kq_DxAui
zsAnDpX(5rkax^avdu4tK!lgb_yKPFATXYR5FOV8^qKjcYTs7h>vVyiVlCb&E`y~_|
zS~~KH&fdCjUB*w)uq3X+j4oHPsxGIHvlcNNIm97o7#}l6X<Wtl#Vxssw2*@IlE|l`
zyq6I(Aim>r?ojnGqr|Af3UY-;*Wl)Cm1kZY^)Np%4dYLR8|4csgf#MNbSXT%`ybeR
z=YW3sF>l_k_fH++QEm&<WskyLptQImGZyMnUtHGm*^hr49P^gkF#EFQqh`bmc?nh9
zcwOvlTF)OS-qDzUW~U1C+Z=UWTacKM_!>s+sfYJQuO+u`sw<-W7v+85tGMJU%hy53
zK-xAQd=xMBE6d}hNb;NEBYlv1c<Ww$_{kT~+MC9KKW?1&`*~$C|EP51up)WVJICL1
zLd-k(tBx(#Y=4C{$cUQtzfzJ4x$fAJt#38O{hlKfW<xYw-Swz$TXkg^-9@CP8g#}F
zcLpVKD~@`2YwjJewC6r#4`-C#-r>1}^%W(m;~*cuKbIPe8lx%b@$d#+@YDCZ_c$!(
zojrBU<K6#rJ~ze}O1PLqnZigq#lXPB^N;`hvg<$W81srQ+VS2cOQzeZ+j25P<?I#j
zv#n;~n3&h}m$#p<Em&q716SAuH=)^*8v2q20v7#o5MXAAv(3Xhe75C?qhem&Ma%M@
zI^t>)av>2$xEC~x`7<z!Kp(~&QJg!h%WN9(kD9iv%cl=tN0<e=;jBai4PzcigOJ}7
zk`K4kP3xAdZ?l>P#?;~?HcnV}k)4;Iq5Uyh*=)-Sdd5E#_#M;nkEm^y^VLr@p;&#z
zi%)K7LL;5uL$|)g6f}&vig=*QUTVwAoRduxV9k-%4m%=f82l<?IF&ub^PJe)PB&uv
zU8(uK5JsIAhE?<KU&MzUzI8~<^JXm1SW|rq31h4la04{V?@I8Sfu0x9if%WK+HLiV
zLu1}M8P#L%?YEFXk51PLLBpU}{rCrgK0J_dN@=sGn`;(6JuscbBUtD^Vb_F=iBRiQ
zF6EUgq>T}$aP{E92XP;F4U~e0@!tc_%AkjNc5HJ7UJA>zpkd5cz;nwX<yAFxPLB0F
z=^+!-^XE_CYpVzJoJq+l8V!@BiE1?|wrq*@xkHZy4YU3S#PMlHS`%_KXXl+-onEqi
zJ5md=)Dtv}*&fcwY+~3c496s1U<(??evYtB^VxMYAImW>bNwTfp$Kgxn4kEZ4`aRr
zOf{^87yTw&%+nFR2(k_g=Ce>^JUAyF(=g^Mzzht#<#WN;{crgFY08kla*wVDx4a5@
z3`=0B!)^mX!<cVFuI=Nq$Q>B3tRSa@N_>lJl&JsNLPTTpWX3WTE>O^Ofk**wMiPt9
zbLM|vda~E`&;zVs8lYj!hf#?fb?Z|w1Be(8Z8I8?c1?AapTRKwk6~&9DS&!-Z6Erk
z_aO%lit&rlj)rKM;ZGF9V`-LRydx2Y#Z=bORRj%#{|0ajBTj5>H$uCC4s1cg*tryf
zpUO3^DViNpYF$jFt@`R=DiUQCSiJ^l7{3$Y`@Nbf(_wuT`nVLG8v1lZlSRd^^&{;#
zLXRj7&@g5mc+LT<@ruftsoLvp)k;@3;(6@}2EytrXc&Af7}lPRB*KT(!&{#H$nYm?
z#>TueKEJuBc*>c?@EtgVp3x8uV-5l49(t_a293kRd*Yp!uDSiZs+hN~?}u40btZ>R
zAO!VuJv59t37C6oOoTuu@$k-?vLNrLeW%5|6F=JgQqOFfe)_#Ylc9dDhlVlhfcb>7
z^T}59t{&cr+x~UJy(15ad6z%YEb+=?gDqwQG>lnJIH_i%E8zi-u8+megF|rz4db2!
zT)iklnz523w01F!E*@Tox2yBkUqm-W4p{KXZ5Kb_Gt&*xF!=cp#6T_F*Qoa;@$mM1
zcYWfp?PkZk4jT`6qF1+7jH!OEhlVj92g9AYr{UmdHHGm|8c`h}80mDP!}9dVb~-`B
zMXd$<SJMiQEF79&Jv@C3@93Df!`yE-Ju!T>U7B=4@M#;f(Zifkk5MVH@bEhR-sP%&
zUZ*UJsWY2aXZD=Q3#fd2+_5w{yS6IMpVER&2Pl!|eNT+2hxhKP$$QPKre5^)(BmGv
z@`_b<F$E5MPfrq6G!h=(yV*02UORQCnD@bh1AqVc<(Zb_eXy8nPD!$pGqEd`p+lJ5
zAF)`#sh?DZgd9gNd{DHhV1HujnT4Oc)8TQn>NI7G8lqv$vB2!3G$piG#XDm?y1g?v
z=Rf}<%&X8G;r%Q@!<f^7*;Zq!*b+Rv*d@m<z4e~vG4HLzj&0rk>|(o)noIPlHe?I^
za^*#d7Z(;!RktcN@HLlKg|A!2i|af()Qg37F)nbjU-Dw!yv+66fVYf>Xc!&5`DI$>
zHE@>V;kDbL$+$a9X!U;lZ*TR8edKXZ3iZwrcMrJwm)E!Dd0WS4e7*0CNiiR{q*Jjr
zO)+1@{QSYI?mpu7gJXLJJ1&b!J#<>SjN}<`x#Hn9?X%_A8{7XY=6%y^S*JC}<j4Gc
zg&1n+Dc?V|>6U-(8uR|$X2Cg=emKBt=*19I>v*y{URwd>CYNQx!*(mojkY;eWAEuY
zfAvO6>%r&Ewef9;h9$Kek|HyMPJ12Ppm=y4TQ7h9)mi(+ypK*f<KiC0N7yd#Gw9WY
zco_}RGrpw{<Lfj!w6?qa+oQf(TwX;jkx-M(5T>AE%p7ts`9JFc!}8qx#v4nI8%T%0
zcYEvGc-Q795N4(BQ4P>A=8nKD1rM2iFZxG4yuwX`nyr{i&bN`p)3#sm!fY#t-HD!V
z1w$Mx?J`%9f;8|Imx8bS8R@p*>g=``jonDn7}@E)&-P2*VN0on!9jd}u<@Wu3Mr2G
zl1sW5?X;_|PY>t{9-aw&^DgtIw0d~+0Fsed;0PMVJPdWtC0#VGJ$<j6il9=DAT<Xm
z^7f0y-L~RkB(43DMg=m*=-KtqFg_fI{%9qgkf-pe3zpaR>fSfz?YJ;+&DPE2aWeg_
zH>8uJTz1Ao8Fn#>54j-gISp@K+;!s#C!To`?TvKldibXC*Iq-+AEtY%-QW;3jCnkm
zKOFR7%n8r^XG&`IjF|WK4G*V|sJe$R_3AI=u@y9oSxuO93A<01hfwwdQ^(9CLW<SH
z(+WW2qj_PT8=ztQYk=QmdV;P!O+F2Sg@^a}1Nmov`vdu1Z(Ea`(QQ+bcpj`fQUf%M
z35TOUUaR;FOk(ixYL{2tpLYa#i~q<wt3_^X1z`rm-N#T2JiPDr*lXuE##1+VV14PW
zuMfS7$NJv@Ia9F^(u<p8n-Z%I?;i8aiw_4nsaglJ4C>*H*|IU`^ICF?uHE?BH)kbo
ziAil7KVfRu%U>c7ZC5|P`P)y0oXpTJzcyVPKhD4X{a22n4WjG5__b<5YbeR=bj}0~
z3kMSjf4UZq-E>-T*^*06x}K&;7d@6+^yE`(2s5TILp@#4FlGTTk5)ZBxttnQJ-pKk
z=4^lTx#a)+^!lTEzm=i{SY{spjqcCV_*SuBS@iTXKmI|&&)8VB?x=2KV}VB@`2(bh
zhxby};_9|H4~u!Z$9>)5;`fe;`F=W=ukX<HlKvmlxbZ>L)>n>t=MX!P!IJsay5@Fl
z^fzv~^N*JcW8UK5hPCN*%u=d(p2lo|hHGxe+wd0NRr}02zIGk$NI$dJrHAf**|CHv
z23$eIm}h{`A-Wse7CK?@>K*@e-GrD|TyV|PZ|qLvfKlHDXc%({x>-&*7=;EI*kf&!
z^;Yj@la~u&=E5io8V0wWBQw-F+H7o_oH?K;O*%fk^1BlYtu1SahB3F15K`@E=|7x~
z%+|}dSj{^47BpOjI<>G{`T)hTPbc-gw%<;-Vu>zfA!r!$7}6cz)0lR}VlFZb?kUhW
zrYfJz`JmU6nUL#2&@+CV=u<le_p!jarO&}ow(RIWps2N@7J`OLfnhY+jcqO1b!}c8
zyIbZb_F*%o-TVtXS-Sr4W}m%R<kBYGqQc)3<ED_bPo%<WGGogXG>mDb7secP=djD)
zd+&SF=1Z1+e_$^<J8Xt)J8cW&3wp*chP1Oo(vI{R;WKr}SkN%`CBSYKFD#o?SXUjd
zEDAD1tt30=<H6y6{4&>{(o~720UCzC22B_TeWrrbm<Pq@z18>l9Gao_e0=NK?c0;M
z0~e9?KWXJ_7V~-^cg30}$<{Hsgd6iw$BM*06h^MY7r(NB0V_~!QV#_$VUB=@HzvN<
zMb~X0<2C(<*C(7h={731iU?_>Y=DNV@+l-0+)Y|oO_5hrrF5?sg<>qbd#{{#K3q@O
zft#)Y8phrXezn(2<t$JSkC&*Xex#LZ64?+9V{QWGFw`$>V|h~h!)arxzuUcu9S%`H
ze;(+=hY<ul<Nrvcsa?lT_e>xFU6)lwnPt?yXRdHq(a{}>DrmSk8<&$Aip%M+?()+o
zG>y?F|G_tYcE=}}G3a=%hG-ZQak742R5>i7;m`Futy@zXGM+fBWYw9fDNjuoi=Z)>
zdN}K;){&v1?XpcHznFJm@0i#A(i<+D`^3k@r-<(tG=#aebNczSIms%-5a2xPN#xT=
zWeqAUp>3RcE)R~lVZ{LAl=gfGMICU=8CmFiiTc4C5sMA*<l!{QO*JE2jH(gQi!DKi
ziU=BrUg3^`JX(#MG-@C&w(;d@vqpymDR`B1p*7(1>H0fo0gXOxrV3aM{<Gr+bpKqU
zL^P;lBS18$pkdj33+xv0@rg2d;8IJp5eHfn*O_EmQ(4rS6xbw~7H63p4Jv4u>CrR*
zk#CH!C;Ak1D9{_d5v3Tv8t70%fver#bltdS?KRg#RM0Tj=g~SZ)naU&3t9KLM(h?T
zjw|8A&Vh2{7P)-NwIAs{n%mHc(Rzg)qG7hL2YA*{Iw&xb^4Zk7Qszc>q5gvM-AB;=
z2oiUMT`@^>uq$W`yY<-F<ueb89d}-4%v(O?$%%VS>Ep7qf(Dp-Q~yxWJ*02&<XR^~
z$cpQPER^Ke++&BeB)&{$!lY5YySnP)a^;|i45H#YQ=<CL#~dso8J&raqLhFB&-J@a
zJb)rTOgU3gP7CrB@4p{7jFck2;!^OHe_47d-Y##CXff+IIzQ5RYToA+p;GeDr88?)
za?J2#KzzX^jDUH`B*~?nUe%}jsVDW=W5sU^TO(=v<=`WXDrgw>eKg8=VkROT9ecT+
zj$S<a(yLcaLrz_RDQFn;3vikhr?3adab(UXZC)HIX?_ag30_gNPNf9d5L+8^P*1O@
zoK+F03xtZw3M-HrYBkolcsNdh8|E9JVdmla_ot<=6?G?hHP17dF&tbA8pcFp`wP>R
zgYOsm;GlwTyPi$T5p<H|Le#P;X*wmCiL|5mgp0r@{#EHkm<<i@xV;{HZQMDCYf6%$
zMlc19!PL7wVxD!x+)tjFJ^%MS@5AlK?{UnwT37!UG{D>ks-}`I<kBg_Dy<zdKv&F|
z9HJI9j6VtfkG6CHNEuy9UtbX>;N3I1^BqM98ZH6{Zd0ws(~WJFwRC2^3iqW(dJj*Z
z%$m>vFK8J4O1n!EvWx79FfVic3Do3~mNY*F7tFk%x{Z?hzNF8o?1J$F$BmybcKGO_
zV<P-Edc;)Nw?bJnRnAUAU5{>vN6>da%=2D-W0$!{cj%-ntO{7X6t;4Ebg}Smp^m?y
zb2TQxG8tqPkgOx}R1WR;6;F?o#H(tf2kSKV6jk=)%**~rWp{upSAF*izH8#wRz!*s
zGco@`DkLIDjToAG8^pIToza^BdP^I3iuOQ_@!;!jIQc5Ksk$(%X+A~zsI5o)iP-(0
zE7=h=47&mRG}Y;9A}wkTD}+uhh`EHIVb}*yqieAY4zJmS;2f+98iSc^jmFqLUP;+w
z%Hy==sn)UDbhaho(>em@T}sOe)nR+<4>D(0_z(*QY1Ova;z{k&AW+!xBY>DMwF`Ww
zwwt!#r|xXJ)B1O5j`Lgjm<4Zr-Ad^$F0=GiW`ow)C8PC8ImI=^)y7n~F!3=L22J*F
zOgGZ2p8I--o|!-9dDrJ(c1N-|jP%8z39FW%Vax}BsW(+aswhmsT>qwYOhLn#cS5>!
z%=!OlyYBcXi{>v9Af(c(2ntwULBR$V?u3K@LLi1FMb1ldJUo)z#Z5w0v49{p>>aTp
zsE7&{R8T=g#fI3<iWS9%V#D^E*?o4NGMoFo9=!iNpXYNo&v$ocXJ=<;XJ?fWto5i*
z8Ystselh4c{g*HQ1Px7bSCA1pAGp<i&`mdt$U#Qj9;`H@p-L}AwcIRH2b-kTi5hzb
zTo@Fc9`{w64eZ&X=l?tSsQ`@f;GDj$_0|UCGn$318)`o4(rob@s5Ij=qan;+aN5p?
z@#d?iT4h|V7e`lv`Nc394PpL{m~DfYWK*fQMZ6f8VKN%RYz>-5bPcKmS{&*%grUP2
z4Pkae?WMG7MQmCe0@Q&Ct}Bm%&bJSnbJH1HFn!hCN*Yqo5IANwPG;j6t%Hm&>Rfj>
z)NA-~j@N<>vu4PHgC9HQGE=9iihF1X`$ELds7}ZV2SFibQ+3S-6NiZ#nub7^0H`<`
z2C|O{6#wyDuQPwXzsn%0h~yA*d)cce$UC7Y4XrR`rss!(qls+4ul~tiQ`2^k+(VP_
zk79M21kGR-%(ze3x^CxPceh;E4*15b5Jp2y#OYHk4UT%s&^+_nE?t*AdjMdv8JW=#
zW*4+<nnPH`)EJzyngR)%<n8jn#6s+Cd^q=ye(jA~aU>}P4VBOfN)Wf8n()qss{cHT
zd^FxA=MKdhwZv0MIH@T+0VWB!#?#wT?0YH?zZZ`NxujIri*Pm9W6>9<)ouadVw`6*
zgn2AtjzN3T+lFQRKbi8*ap3>o`0$#Gzjzd{jAoo?G=zB<wlfcNoX12wS_w)wFo2b;
zdrt>y7P;Dlv&5tIG&znp@o-Rf6$d?er>JI+V9gpqfVl0C2v^b$8DI*wFB#f*SCL$B
z$v$%jpErb-(NhUe;#||HBmp<m`#9P)+~f0&Avl?<FDx_6ii}31s*}szL1KNFYSStM
z#@y<AmLIkoH_n(}o6#U<FPyJr#*&7khZOoSm87KMBa@hzg9#LO2@16#JCN%4G!h*k
zxZMJ6kGx1>T~!&R^_5OZ|Awbtv!z<RF&fPeyD!2!bvJ<T5o2t$#geUt#HT@!qVz7C
zGny&M^$5B_N*E2bU>z3HA~L{^N5#zg`heyE{bDFW|K+>qO!h$>#oJeefmM8X^X+p+
zqg$a&RVM4|o+g-IirRD@-SC1lOtQ{s0CV@j!95&ISt%ptM9svAJbxRB)SuW|b-QQ9
zXBcCQ2HVmb$5=O<X;@pdr^uS$Z}9Sy9~o_G3!_2IhoOUIVry<}YCFr7{bdflTL-U7
zW%PvK1L}-vjH9A_igWhVlfr<FA6$6Jdc7sTlQCjdiHbUT($-CVz`mpMnxaUxhs%)h
z8<?&k1~*pYMpJ`!a-DNZ??Q%JwQPf|JK`bW3Cy1<Xs9Htq1dSAPj^M9Q`%X_ui7+i
z?X3%??w2jX%gDuT@DbprpeKBn-W!TQhT5}_#a^FxJKzhz^<y#`!h8(ta68g_G1&|U
z8IgmSjD|2V^P%XhFkQZ>&E{|5@}(c9c5C`9CX8Pl<SnBi%s&Ax*~E@Rrlf%JtL;tl
zzRniwgEKaxAzZ9qGH(oAvyu>y1R3+A`jx(FrYB*aL7y=if_Ddp*ZfiX4>Aqti#82|
zp3wm2?r>1q_!E{^PqiS7Qss96<ugsT>VK$&b{C~npEKYl-SWi$uv+3M)Q$2QhpeJR
zC1k)T2;LAuJ+@-P@R6-6-h_e9+*FJPdsRa3z)ir+k=2!UZBSg;ykh`nGz5%6odOpY
zKAVX~@6Pzs1NzTB3PujAEThqw_H{7GlKCTJFekxcv|>!OvM%P|T2#I>PZA^pKBFOg
z>9Wa$yzX{&_1+pg$YnbZ6?aqEc8WVYE%vp*clogH+O+!5j`?uN;nd|T*B;btD6oWu
z){ok^ti|D<9T2vz`k>9UvMz^Gu;;_D9I^3Xjmf`${;=PBg{=plFFg6-nJ0#IbnQu4
z0eo1+-;VjXZV-gR=C1!H>%d<RMJKPU9^RIgY<>nL$&t4_+wnRX9OKjF)YEDTUnBkE
z^6M7(b@og<2C1dcj|V+sPsc*>VNKe7-JM512l2YSXTLiw*#YlOiJ(+uq@tl7>5kY9
zB7lfD4atXfOsAptpeKexYM@OUN?*7OB4ssV3K~MhI6}DQNhGSJ^HCjmb*C)t*l`x;
z@4#q!U8&#{Gz5-}6kF7^=}zc${hM0Q{0Nv%)Lsf2jaiRjbYR}5R%M_45wh;?y#E{B
zo;??sz!o%&1~LDGGn!eKFT5lA<;0Wn;M%6-zPH>ts@R0dXb|&99P4IGx~O&Lj91V5
zJQFrBcs&^nVx9xDnOFysoy>te7*i4z>bR0mo2Zctr}tH_ZIp@nq*_CbDK-b^PDW1!
zl>>dUHF!H?<&a_qb9|UfWad74EU2pDtze0aUYBT}gu1Nhs3{^*TMK#reeF_14Ez-O
z#h}IXUqqvk>*<ISW`6VR8S{6;4)>ByFSWU|*3=P<1~GfoFEHmU{`sThPKH(Wm>qdF
zSCv7k8{WB$1~Csu%rzLuky#y!O=YRo*)ehh0~n14wl7DiX<SyvF1A!WOJl{3^|d$Q
zRGAyEs{;R6Ioy;Ux9Z7qrT5+pm8M?PG*szg*s;X3I*`FJ23G{sg25Bm5oHZF;4>P+
zA0%ViN5(L3X?bjnjd`?`sNle*<tx1yz>UHzSyPMPnKh=aR3D|0zC;4!?J3DD*nW&u
z#^M$x_wm%3rX>AhsI&gdcNdg|#<LK~9N0;V!K_sUVOysC=QM)Nl&m0llgN;QDG+7h
ztF+QV>Eiy83%J?+%fPq?)dANv`LLCA`Bvb}x?(gWA^#wDZaFMU%HZH)1k>mF&}kj4
zUkvQlfB6F1B}XoW4Vq-r@<d%+`<CT|A%#!XDUBFVM6O5QsY6k)rDTD};=cBHD2h#x
zj0Sme49?*gGoH*SQrjtep`sFW87|Nool+O8^D7R@YO7xijMaZRG2|~x^Gl*`!m8$$
z2s;68`<WbF+5R3EuK}IW5F;9)AU7RmPfl=TrVk9rj7B5d@;;BeNXg8RHg1t}c(t|a
z&6LX53XDd>*CQ2l-oFiA%iXNRBo&MXF-L+_*nL3UlC4L_L5W5yhrsy2iOY}znz7Ts
z7)GN@si)?J_iuoM=di(@Z1ceSPtG%5M8jwha~H^mxYigC!&XAG#gWiX-yRF2AxyNH
zL}74+r`iQh2D)Tc*WsPUz`e%R(V7}qB6uBa>=P;iKM_07sPgK4+SF9h7dyb7X4Pgi
zggFCR2nm*Sruk8D3APWNYNKE3?L3bsh0q6~?U9KIrZKMD2h23D0hrMcu(XzPAXSgt
zD-w0p{yfjBvT2NRDIQY8G3Tq=pM)^d_uC%!+*fn(_zP2^j0P**3)OOOd>jc60~3-V
z>$Bbsui5#14PYLHG+ud7Oz_YUrn#QV!wD$>!jJ9z;O2d1n(E1D5c6eJ^~-Ug@d}E)
zSH{Zrt%`0Q1}Cl5wTbzF$)-|9Lzw1zDjg2@FE?0nL|NgWwx)VA8o=B=G#%fRPHhe;
zPiiJQN0HHaUx@8xea(isp|2SYw)Yt9X5?YA$yjyUyN{3RdXvvWmVPntQU66Wgj<Go
zWvfWF4fY6z3t{Ss$>;|2TP8~QX)owbPzXl{g^JNoA?D87*892#4q6WBwPK;!7v(g@
z%rH#&84Y6gL7{4i49P7hs*B4Es(8x*u*HqJVACS8B?S$k{|rhu*|eZ&^zedF<4Okl
zkX6Vf<iA&IV!V(3SQKvWo-Csw<dqqK42Q>LoL~)H<ptPxqrl+9QoF9elSONXys>1;
z-!66v8p1vgssR}oX1b^MB<Jx#);YZpKT^;TGR|(vCgqVDybjnWet}-cARso384cks
zz#3<kLpT%zW{TPX%xGL-xk4?6B=Lc(7}zKO3KpYYkq>nYm$lJ=%V?;&Prx*cxRYVa
z%Fo|DtM3YwW8iN^0xm)I+r$cZmUe;6GIboIp$f}z+8o8-dco6JZ^*HYne38T3Y;-|
z&lqwP%0;%*f%Rag%adae8-=3`?k@EWl0B<)Ph>~q@(6=v^7OA{4l~IjY&o1V+l#gR
z0!0}_4q+pH!%wjxU8y+P(G}AYHr%k_tMQ&OV!gwNvP8mvaq6CRTMJ}F)AGpldO4AX
zpA5%`-4Lc;6f}vv_ZVR}M%*0S6~w?{%w6RJSKH=WL)PM5?e9J0anI!BP9cm&YYck^
zf@el>!Y-*rfh)vW4<B?z1-+0Qr=TI=Q2?xC5M27&^RM{vyRI;kerH+pSL|*fLlPzT
zo<Vw<9mG3htG@mkOveRJ%xc{}H>@Z1ZdgrxSadu|yVI!(3kb52=VAwaxs5gG+RYC>
zc`t-#b4+q4&R;X`<+;^ggv5C0VX!5(VX^qI=y1C_R?}2QKgyO|j>UeD^xk6M`D<<R
zJ~#?(>4Wna6(Q-}YI^UVVD!|iFyJRM3JQk}^T|P{ZiT;}-)3LP3go;{ce%XMe-RCV
zUW1^GN@fO8mF=5`+fFu3-mu;n?BgKp9*tppDOR@0;L?F3M-Ln2W5OP(92=t^l8r}H
z#)8$|GcK$JSUnWnU<wt`@T?BXeAYE8H=>Z?gWm|Q<<RX?)#6n;aCnt;kOf8*x4<EA
zp=e8dSMScvOyaMc#}JHsMD4jx47%b65`VW?GNo(J=#>5R&rMwMe+rqHJIpQ<5Mnk=
z-Uj6BA{txz#UQ8pFW-GhvQd8{FMm{?kwWAXJ}7R4UI;S<4axprSmUgcah`RB;j<;(
z&zXH`%b(qDN<pKc>+xw#yZm`8_qgU^t14^V5f|lEn$}p11~JdY7E2#3+%h>m3cK|c
zGB3Z6!D$PtM3<QbS`4tQfpCFkG!8)lb>+2n!awJvJ<Mbg-LMti;o+;cIuQ&zyV|{A
zSa>oTV9M?xX?Y1`0#3+{>kDF$qm$K)Ia>`iV>D6(P*~-)f_Y9{=NNTmnXln#GZWpi
z0;8(LaTx(-QettHO89ltGJ?@im761Got(k!w=mrrKCCO2-Zbl~Yal&~evva6)?qMt
zS>ei=`soSZrT1Rc@p{R(o#s4zPS~1u<Ohp(482O)1~UB--tZxY;h@j(T<pQ<3BN0t
z=DhyLO#SG}EeAsOGW{}Je1d%Q)>;2WG=w=8NOcMr={my)ZNSru#`I)d)tmH0Lzs`j
z(nQ3-AcZ)O!GNzWEP3|JPhLFw=UCVpFt+l8w%ewIc4!M*RKB(|8jWc;L1oq`R-M4Z
zf*#b(Pp(|l>YM+BE&W2h=hni@T}?*xR6<Ma^44<rdhpS0*tr_A-07Fu0#m~HYOVhw
z8p4zp1~vrWG1Pe&asnS#n}%~nK3oQv`h_r4&=4lN!tkUG9G+-oW2y@Iu-g1}+YJZ5
z-3>sU7XnQ|L!i?5Y6wS;0P|$T#D}$Z<&KvpRYHW3ej&^hG=zDw?6S%PY(e_E?2G*9
z*zZp79Jcfep}NAN{~{WVD&!fT6QFiJWus>?tK$jRUEk^YG7v827-BRU(|!(X+8RQB
zF`FplxPYx7HxYyV4vbLwunx@JG5)Pn`-QFQXEI;AE8Y)EX`_T81r3$*4VD7lPgM%C
z#Z!pebak}rK)51Ip7Fw4ik(7I&`=>wK)s2%FaUw&&0q-1ht>S`#peymIxI{t80Ug|
z*8UAE)g)40RgGyVGg5s+W#BiW3pU(466dY%J?+_{)nO~|zR*Lhx?%JPt2d+3m@3Mc
zO;HUW?>ux?O+yG_I&J67Gj23m6pRKicMsdc$rJ9aRQ7?qxfpW~CvzZe5Z+le)A9ax
z!`TEMmRfp&?Wtc3!l(Zt8f^Iiz(WBY24XQhW<ikNv{=1`sG0Z$ebM9#rm2t7P$4pV
zGGnh=uB_2P<(SffImH<bVjhPQfY*p8n>iN1NDQ@_YzI8~>f<zgFtUKxP?lep^R==#
zCAaAUugoXf4quRHVjAj<hAQ0;G=~Vm!>2x!Vg7T-`X+q9&TWGs<v3R#j7DSH8?c@g
zs-Es5hqn0jngVAgY?r+f>4AALi+G~z89m{<^xjB#m8R{xkoEjV(O~~3yW|a@1=ulo
zYc<Db^n{;<^Yv=Q6Sw{}zpGAs5rpGOr1937(GccP#Jn!Z6BSPaDMQqUc;J>@5yof;
za~bmOq+s8DGkM3nrGNeqvedCW+=gSSpV4T{di0Kp_J=LV^IKimVtQk|_<;=!MuV6q
zAnT8mBib1lW2eMom6+;DrnT|zNv3Te%R+EJmd;g;tbk)@|ARs{BFEpB9QWkHJ?Pdc
zQ;PdR4DjJS;#a;|ehP4>Kv}VFHdaPM+%YdkC=KO|uGi<^zXmsw8OIq7Vq#V|Q3dr(
zHXIf8UxckA=q>$XkPQ77(GaG&o^v1n;H9$##7J)0Ie)asNSNx$Xb`g%4u~`GF%=#@
z?L#gTl|sEIU=|^bcN3k_5N1!rJUobLcN$&XtnQ-_U1f(ezO2JIAeC9ft7k$~Y+PM(
z>nn?WOJ%jjvf8M!dV-Y8El@Ydhnj!Bf>G_%KLrh8VtvGaq&4Bu^0cF>{E!%E%y`0R
z2oqOgaNZdAm@CwEVUZeeFjwJn->s7xfW9CLR&Pe5%dm0cPUc_{dTZX?sai*32gqgL
z3Y6GBa=>^ROdYK0bwP@T&D~0+!Lh(=KD=_ez5fX&L1Z+DiKf1I1%)6tG6?)x1*XM2
zu~xqrhK~M=VoV9W8;S<2v5Fvq#9vok+x?okw~jQ`n9(3+e^5YT1uE67fy0U%z3O9j
z+NxAS%g~k!8wEzC?g#71EA~I^mR0B>WAh55q3ZsInsa^-Q`Hl^ntC!eU@{uQyaCy|
zAc(2_Vh}Yy_VY``tV8}V)sxW>W)4aNCPMJ>Q*|v^wCcl;O_+>^FwNahxzQf`q{p$p
z-gcs?`xy;l4#X<ToHVZ~%_H&g;RMTr0jsT413&d&L_?S(5g4-~``VtipHbEmXUt?H
zd6dbAnzkh@Q5Qf5CHEb%m-Zngq%^Jz0M}PdN>9^s!lEtBV;Rs%Oz0U6F|-mJ-&`$l
z1w>Us7BJ@uI@hec^85SmXtaJ;$O>&5yEG9R4<#Ig%HL~NG8!u3SuCN2vxcs(2(@(v
zTSklb$3)L?3*9nDim-yBcd$4{PsQPN%*hVCIG9yxqjn_*1iCF#8XOWGT(Dr~AMM(y
z1WA(DSZi@)uvkV<#m+@~b-{`UU+D};zOr;!m-n`pqGRBgASR<B%mSPeHRs?!f`B}M
zG6RRV2{iu1DLoHd_yX#ZUr|K7ox^CT2+Zgu{!k+2vgPYz=C2-bJM4Ap1enwt^0Mor
zgH2%cgnuOVMoXtRoDeuTHXVoSGdyfkC#Bbitj8DKe(1H2ya8?aJ=g|DgJtwbb<hK+
znVd**T}`EFUR1+4jjePE-VGHvn-_E6yrA!MH$Xn|7vG)NYtvFp_QFhGMuQcWi@m$C
z!Y!OhvA$&OY~#r=tQidz;jSmWe5R8?#V4Ki-3PrUK(*Ogj?oaN%(#9I8bRJA5vdma
zVyLJ7%a=h*vchb!XWVvg`Otxo)wKVVerMfq$oVGrG8(L>9J=N%(^oxNw>)$FSMS`6
zSz=h1F&e}igfg}b#o&GzkG{6Eqb-KEGaAA~xfO*d=U#p)*TXuUs{UouJkDqc6Qdr*
z-D=Kt$FoX^1t&3nI%UyU9j1?x+Euoz5{l=32S!i$F1=T-=#tZSH?8~lvrT|6jtc4s
zMnjk~*JYFPM7#zLb^$LQLRE?nCrJ>*Xe`Oix_Z**S%B-PPj}x#1u=XXva;{&JmvK8
zKOxa4STtz>?QGK;(mni186UK&T;>Q9>R@qf5RnW%ooY<$D;JT@;pjMcYOjT-?i$Ge
zPiXCKFb?Iz8uvwJ?Rf{mZCutNSFP)ESqEsX(-aq#>ZxN*bW_~Urh?UEwIw9_sp`8t
z(^Ybg*lrK$p@ZsL^bNL_hOcV&1|*l#gFPosROD{2sjGIO*CM^&J-q9^4Z^@nNqz}7
zbueaM%kU)W(7`fJ;OXBXO}+pZJk8*&TqWeei(8S}#MD?E&n>tOp>w?|o5~L|<RDO1
zBTrfP{paiRS2l$uHif=ufpS^QXsF{hK!wEcY&l@v>nA9RC)V+_llPs8XCWMhyM00i
zt&V39VZ}AKSjFV`LzHk-oD?L{;_EwsBwLHD68(|Bk(>_Y!<kJX0m&OLeVEz*ufL#X
z>T0o6G}Kx-)fWZTlZwOmIAr}~M;1Q$3kEkcYm?CsW;aw%Y&NA+(oYn<bl(1F%r>cJ
zMuV71)D%4tQ@Umw3Aa}$`HFr)6Grk1ho1;3-lm`@e5^C9yCdar*snGgnH-P6VR(-h
zKn;qkb=V68I73M%fT+uiuOie~%DZeiKAgZ14?UJN1Sc8koo_iBj-A4;1>~84#FbHD
z*ChPOxp;ZJ2N(^NA%iN~Q5gf{(`=E5qsc!U?m6`}ObP8my;56f>S{(q1r5r87UA}n
z4^vqzkR4auKn9nJ@X9k9!Zce8{g#(p_3AcotE{UXa`9Kc9c~gIMnjklQOo2y##nJw
zOx;`iA-LZvCgZ?l`Ro<fz`nk&X@|=Oe2W){vq8jYu*Qh_)i)@RO`yhji?xrt%)Mj4
zWi%RBod(a*=aU(@k}03-ja8b_XmI;r5b$Jve@rGAm%C;RUo|)lJ6&#UpNRNPit8#F
zE;GOkOkp%s?>iAUTW<A1Chj1^S$hrGjE1nEL+nfh9fo-oy-J0RD+4g2(ZKb%AN7$D
zD?a4Z*bn`WGmR5QgP5a1&Dzoj>8M$B>`CvQlOh_X7*exhI*2?>(%p~-A5N05ts#2R
zklV2R8Id>~gwOCyNwk}!U#Je!yjMHro=IJKf4muImNgX5LCH3rYjbXwO+`=m=OO*2
zVAMcgNbeOs9EA-Bs8mmW272%+rPNc<5atbtc{=jM+rMfQJ|A)%vCji0;~S$POpFc{
zSF3uW{u20bwnJb?wCVK^oL4>%^Sn6qd;sb3VX1urxHwOFNV|tciJA$wVRzw!_W7)%
zzkIc7Mz6jyo>GdyV}Jk&Da+yF4`_@#ci#NdEz1sg0+Mlc=(_3G+3ohhg0XTLsc5J%
zC<S6f&~{P&Bw)He3yiZW)k2)2YAu&g_^=o~;fD}^y<(OtlsZ|KwX^n?KR4$?_%~O<
zj7DSDGr)9+wzc-cj~~0_CN$vL5|hy&=2*02kon210!Tj^lPA`E@}d+}8p$Xnv}`sr
zyC`d)I$-$^$RMjOqrvK)kFsLMR1O@7{wTbrWaaAnb4)B?G>AD4S%B6soT^Jef&wsr
z{D)3xS)*SJ9j5>C<vx(e^5{*&0fF5{r9sn(b&#0y*iA#2(tJI&XP7c)Jzh8J!%W-1
zjrFv%kgF|*Ck9qZ*DjsA_7$OYo5w0Ou$R$L$C-sebq8F(Qu5-R7aqG$wn-Qm4Pp+(
zA$tdy&|)PjTCd`qzvbms4=)B|Z+piczn)e(4>0diy2c&bjD|3emI-ev>Z+>Y9z*|G
z9;F%ofpkuT*R~jZ(b+PyqO3?anDxYiYT4=*!sw|Gm)=`(I%2zR?k!JUb`{`@yMq;H
zG#b;6AV-|p*R6w^A=1d~g6*;=pj@;Z*S~n!h%&s)u^8`lsD$JIK8CABXBs&mWEp2*
z8Ch-_K4>LR8}!7Ana1m}C_OZqC2HNrl-lB6Pkwt#4{&uYU%WZI`=Dz~GRJ5DbN6AX
z!_Q_$Aros1uPwzB+%h&xb%$MtV+<eGb$>-V9QGDm2dH0g|F{Hut{nbOX5z+k6|68I
zW-rA@*uV)ey-ELgG6R<+KCUSRlZKrvK@Wscm28R~!mq4JTg^yhd0kSzTtQWs@zYj~
z62B+TI;_7*<?p`viPMfKZeZ$fMuYv`<G<){<#D1T`_A~=o&goXhgFt$@SC5O?-!;Q
zG*U`&Y}KILH=7)T{IC%SOpHaV;5zyWpINM=f0dU0Rp|GU-(s*qvZMMI&ihV>EP2`{
z0IVpSug;LJ0{O6ZFKY00+hbdW=|#iH)kS+VjH(Oz8x)9g*}*=Te$gNp9i-bK>jI7f
z0YRriCNsx}<BWow3OaFu{`LSA`fODJNF@y^cQWL?Bl6*R`yduhnKs`^*WKwT_p+mz
zuU)b0PR%aNFi?-O@X+8`l9)0SArJ1sL)&UvY!tc@eWNOE*_ZHWTPIr-Cd$Es9j_gU
zoy3b!;-7{;MHaCP&BJE82sjc`UjehU!{)y~u`LUj4{hL6jH<MEyIyy%CEM&1aV?$h
z48=aD9>K_nWHUI_17o8ehB14i-Y)mpEmQ!8NhI@B0Y-N18N9qwwe0|im7l6zCjXOW
zNQK=-mQxJJtiTaoPceHYUQ&DK%3}Tp%)(^T$u>ox%>Jjm!u-?8)>zDc!>V)#iaeXy
z%G($t$5el$vAB?<u?bqLEj>+1QAWBdMaF()4vo#++p1(P_CuD8sHqP+-8#!CxO_)W
zVJh0&_=li<l!tsDh%+6B-!rXIB{|c-(vH^bZRihC-(~lYmqVr$j=g8|8(wIv=LQ*m
zh7ZSg1zWFb9rC5z`H&`z%>I#CQyz^+YGKWtAyRxq3j0EEVkI*nBAC~H&ve_{p4zuZ
zcNspc<7QMpQ-0BJA$lR>EsmYkOxAuf+F$Ti2`MnVt)NXm{i0{ZUt|Z%Zz0Ci#!LI$
zw(DS9=VrsNT$|?tY<u=dSrBjjp2?iqaHc)rPW!Z3eB$dyXBDG?zWT2W=NM#*ua)O;
z<d%(NIHQCLd{`=_0Ho5>FVee*e`6d~vXzQQt8nZovU<B|$CDEn=vf2-|3}03_WSTi
zwpZV)&U5mug8i*5SGPMTbU?poko~a|Z9E`VYUYi|16Ll`wvtPKHOjCVayNWy&}YE5
z8K6K(jsls?tAVt(aOKLZn7SR;Yvrpr1K4)eFF0!EqqQtInFj%fedcW1laIudry-gS
zhbwvqVn_Or)0Rbvd>8hhBMt|EsulRK-u!dGyLXL+2z~vc#ldcl-I=9&LS7l{Wy&vS
zym#^XT`+?6i?|#(0wc~{*pR<lzYyQlVGP&ZDy=Hs+&yEYG;&+Gg}@|UUlD0ch?1ii
zXR0|WM>;;}VikJP92GM8VhhDlXJuOBEGknEFDa-p{`N5#9>8UnoB~Aj3vn68fzQh4
z&EGSDl4iJT<#YJ7rw++o+%D(b)xkHGej)Bo2iZ<`QryL)s&=^z=NanPW13+U8K*UZ
zEO=hfL1^3(k`<N91pf+jZ}S4v2XJ1n77#CHpi*-rjaU#1ctMy-6t}1`>`E6?vLs#7
z-uJGFd6V}{x)!4NW=V5xZ$ry$363VrL#>Dpi*jw~7q~=K@xwJ-C_+=eXtn2(s9WdZ
zFr0oNmhA_nXhVZHY0n0WG;Uk?R(N~62su$U(?$Fb)aiQc@#fy;<KAup2K*(#Pb$~)
z|AQ7tgP=Qfvv1l~TMMuWA0Kf{=d)fmW<F&!AT|G$UmRy<Y3<1gh#mPzd+l)#h`x|h
z4jU+qh7{g1=@m$!p<ht#oQkHGJOI!Vu1tk|3o*xb*9Mh4LUi~V#j$}sRe_&(M6K0K
z#4vj>*gmfD?|wV!r4ILAAfRmhf}=~;Rr&$5lo^laldlWXRz(t8T9ghOT+2yqCqphT
z{X%TG5yh-Eu|ZqGjuGV=!74He&f@A9&BqULB(%~1+5&dIceOLyAA;{CBlG3y1rH;g
zD)?4JN*aIFV)-jN!R6O@>@wNh{n{ztXLe99tbU<>fU1K%?b=<eFVZ&aWM6!Xtf5G$
zdce~#=p=YCwmjR>4-9+Hgh-B0rW<H~#0|=0fdGsKc|9Bl%wl|W0XxYj>}fMtVoKvY
z3zPpF(srfI0tqcm@~n~3$uR@8s&yKUK?#jVnze!C4iIG^L16Fkcl`SHiKljv!S{h3
zZf;C_=!w(SD0YqOt#%p$C#x;fLgkE(*QDY}y5MGsQ(HxFuC%!5_<QUpFEZ`gF&gB9
z+)b62FlLv+-5W8%cQKWXyi|LomYOz-7!6^!_ZYcuAF4Fdus>FDaND)*7r}+mpr-<T
z?(IWHPxuf$j;Vm)o)*Z&(ybMEEbw97{oBY;B(DgvrZ_KH0J_qoS(t3DwppqYB1U2G
zc1!qMJ}f%Du3vyt(hv6@N=&xOCC%MY`hWmk#_W`7|A3#hkWQ@H1jOgfs8yxH#&s{y
zPV!;>blw|h?&t<LqUjeg2c~OK(C$R3uGslHWa$@ievpK@#B?2Q1C5gGDC^*H!r=vO
za7R?M94|1iN5C8>AJ&BCix!Um8B!_f7cp0sWbcnm!iSZ$wMn0~H$iBUe$gd$#+kCY
zEJ^Z+@I5WjZaya$%$KxTi?=T%^A)S2mUB<Gj|u8Zh%Z8xe$nMl#7}eR(>h^8liq`X
z7x}OTT=wg(1H1Kr<Xg^*{tk~5J4NDUZ;>+CLc^GX<FTpua2EaGPf-(Nh7948L+5^}
zLcq3}Y|j9F-5r=LAI?eSj$x~G-Q-pWec2gC<a4U8TvLIPt*fJLKZhJ9dpw-#_{`3b
zBa*v9;`ty7U16$kLl-XuNt9s12@(|w4h6jwBssOs&H*2t4+VXCWXlJ8-U9`_93)ZB
zq+KB^|E+(H+kD-x(%UMzAZ?>2lM`ZkRKWc`_9Ebld{~d&)-M09`yjL2FKv7Ed1c}l
zU_-gWb$v>7k-?hN*NpEw9!?y^f+Q*;64qaTRgGBm&Ub%@gr!K_ZS&=a#?M=p4JuFv
zO$s~M07B8RMq<4psf0l&@L}Dt@8$!BZ-&HN>(|~=ICstgVLrli@Rb$s^Gu)OTOn~R
z>)6ICw!LGI?;EzJpE+$~>72e{-m%NZjVWm|1rkN72!R%1-m!WYfbP5H9jjItAebGp
zM>Q+{x>1;S>_zV$R9$okT*lb{gq>fkIlh0GcdYUmz^Pj04Bf{SZ;Z1M6Ol=cJRvsf
z?#A9>t8;@ZZ!LHgj<M^ZB%{*X)kLSo;NJI|8XIz;M{49{IF73qLtX_wto8RbZoBRM
zMleAB$Q*mq_~u~|SDoR`63Q@vSS7uX644+DnMHaA(&FWs^i|ff#`pfwAZ+!tPA)q1
zEGWnkFPDT)Gn{kbdB0`tmlf9Hh1U`Yd{`6%SJq+M;6G+H4QugoweyF)I<Dw^AB57i
z`>`CRH6URMoQ_#PcTHaJ$L|B#VG3Lw_VJ=9&FfK~FML$?^~j@u<ga<_r#I=O5){jU
zI2WeFWD7W%9TQck%HXh9q5`(KeWs*N#$=s;-_kLW(^|{!lb^ejwRiGm^fdYYjM^{X
znGOY9<HD}Jqt%SoFDNRqtj|%j4#99lZ&{3<%5v$wnXL5zXG;%%!bi<4UJc5N5-Cqa
zi>?l;F!5TDoY}9M92qU%2$HLX`D=bRk!)=>E<&>Esw?owlZfI?bv?mykq>9{<;9S-
zdF3zr{k1h0l;pcXXj(6*8x283-wKi_E&q_V4w9~ZMrWqz3J;$g5bsK^{~~AhqFN}H
zMF24x>W?K@{qFGaVbWp0yN=6+9C(PymOhLIF{N!LGe_i%gl$fUR_2x{4R-xvsIdOa
zVd{;N2@+gR70!a+RYP>_S--&TsEV;EXsE&<V-WqPuKR+0e;+HDs2OU@Xb2hONBG)@
zQZ><V5^IBEz-S0l9+Y*g*IE^^Wj}=WCqAr^{X!eh`x7RL+#LthUAqbcYHtc+D=iC2
zQC@ve?4R+*5n-`Fk@Q4qz=yk&sM@wFByJ6&P^;B=Ss8MCvi2d+X!)=vmoDD=<D_0;
z>)Qs)8s<M+8Wsx`itE}{X-qqWtutR5RJvvT>0xn6kVM@e+$C(CazS3?rPofwle2PH
z^EfCd+0L*b$>Zu;tZOprP7AJ0nlra?lP=>=my@Fus7vIS#-)d2%{LO;u-EWmZT|Sf
z9pigL0*+5ZFLxWb4l^1sZW15#`STR4Iv}+2({(37zHY~T{TgUafe&kCZRo_Ii(r0J
zw$c7>1!rL^n_`r#?rlt)X5+(}d{UF8Bc22U|D)ZbyC1s&^LSnx>?ca?qwJ-RLb|uz
zDVki7YTPZS`k}W=;KRyadvWP4HXOt5-1*a!{$9|XI^k`oN3yf06Kb?mZ8BW&RBPB^
zR^~TYpsGUoBo(ertup~y-yYlW(IHE6sI>OTjQu>NX%Cz#EVvV`?Fr`~*7}f^E_c3H
zmNFP$$41V5r{`(=g~f-8gKllKF-^82jm2}YI?duSO!Mtog*LKh;(`Sq*1}63zHCI*
zz_4}3!++eGo29Z0NXe5&Za<KP*&ATVAs<#KzM^D&JPcOn`#(JK)wRXgbP`nYv8tP#
zxbWeeRnH7tm%Z8l@lDsaA#xNOu}z`70yFsC=O5T`4~(S;Lo*+a-gCGsW^zbAgY=C&
zYv}5ew@&^wd_vf|ep~p1lg`6j$6qSU7AS=HpuAny<0rm#NsgEv7TZ-Vg8~MrozzJ>
z71oNavNKV9+R4SV$<}OSuZ9UvKCJLnr{2Hx!9&9Iq77Do-5|bD^-4jnyUlKkg?4}q
zUNCG8rQ${5o3I1%VYS-a?}ca23We!qw%8FYN^P~nQbE6nrxl6ojZnv?+Jr6rLbXA2
zTWmr4Mk*=r@2JR+E<L$Ce{iR;^<>S<7k#q32XLOPx#%2{O5ykot-li}mra#>Bp7O>
z7HZ&0(=U#I*;n94j!(toTmZ|?9SS`Q_S^Bvu~}j3^%u*U9RE*8EpGPB_^}h#%zY})
z-G6?&?a3x#YtdUzt$Fp@b|iLoU)dFqUMW$}YNL?|13ToyTDv^2)f*p!lGHDTX<j)N
z;n<yisc*UA@!jdQgu9y647K!&UQ4)3)yB6U94jq&FJ$Q#>QFq8nar(=!>w=?a4lkm
z3>L9l!LRb++}Z$^zg{KG=HjAKHvo-(`7fG56~G{5kx&xl4nn>Da?%`bm$#Bj)#92d
zUMrr_6MhZimj&_Zgu1p}bhA7$5sZc~??I+{1M_JfQGpnZJW@zUD~EpEW$M@?d&AgJ
z<1G~pm2@wb)J_c!Dd&0)(FM6IQ}ZFjc`NVOPvA9m3Q9pk1+73fRVX&OqSbig=%=q=
z&;r!hgUg1OO@+!I>i8v*1>$F<_YS#NzHJqqSp+_Y6+gUj+Bw5|g*7?0L;Rx1-RdZF
z1hzEWG@Y0m{%$9k&h|QNcUw=piNhFv;N`D2Q>=G>-PYxR7Y{b^m(ftOpT%<8c*@cI
zRmHefB`aU87vHU)yAUs|X{Z=H$sr~OxvNZS;MPa&mTvsv?1NnHV)MnXLGE6ix%iS3
zzK4@ht$vu=t?9GfiM!Ye@mr9)YIO#e!e|?ss)J`j#1vH>S4rHFci}a$Pjld4UeWE_
zJ}m0yaxw)CVd7a4afZTlb?~28oV{cJqhTgV{(b!W505;=#Y{m%m^d|v?}C`hi3x`8
zT^*myn)@5(z+xkc(GcdvsQhzOk7H6Ad1szm8Onn9&9V3V_117qgv7uZ4T0mdBz_21
zxOd&3PY%BvD%^8U`!8So19EWcVS$wqzazbO6ft_j$C*p~7{piiUjhDy-J-{5UQ=MI
zGov9)%=N8z7}R3KJG^v!l%-z`{Lp_94PoQ%g?KhtUwvN4NpIuPRBk^o8p6b_4Y5ID
zdW^qoX8wG_q$`gOTalOQDt=i%gm{pOhA=VOS)3cJ=h`c8>~ZHqZDC8N{FS4A>5hW-
zEz)@ViqQ}z#vqFef|&OWm~_TRecFeu(;ELe>FtG>#`*goCZi!t+)@!6gP4&OU!QVX
z?8vaS>W0PH=S&+4n2wXr<tL*dOpJFH^MaTY8okw~;KPH%)~1`SZ-yQl0?eJkdNLZq
z#0?p-DTqnS7nQmI+<@Fm&1eV{_i4n7LCp96dE|pNr+|?c>GR0;701HftoDJrZD%xu
zi5oa#a}aZ9{OJMx=N5#mqnjUl;!~x#h2Z#AT}(zpn7FwkUXhrd4IP!h2~6ahf1g!;
zf6-xpskQ=A(P&H|V+luKFtYbRvNDRneAF)ne~<o)Xb4kA<#Z3a({v!U^~~(si_SV9
z?`&r7G)9A%=;e?Zj>RE4fqJTG{%U>j@4vr5R$^j27xzn%<5R!P=6)&tmy=NUHECW*
zOnFeD3FL3b2qPa)X%((tW{Wl0mtJF2|K&`qOI=*KIp_GhVk+?3z7!ZEAJp~MKGTo3
zR~!yW5tlg;Pj8`DFCYCTYD&`4PCd!Vr2}NF<bIc&9nbBJi<wiA<?;wnjt=rs!98|s
zEE6Br;(fO6f6{BPD|p`FbvqXQaz<F(ubSg}6()2&__4pP1G8f3kdMZ{e~c9t4=57X
z4y4&5^zloVEv~GPYa+?XexN-dyc=CoPJ_iZR4Dkc)Rq%$@#&Y@;vWT_f`)`i9=Vpz
zB#k@*)igdVwFL=h{ngfWa}d+N6mm~unf7r}$`sAAEUa@g%`zR>3SI1et8D+(?$Hvl
zOu@TsQ_23m4LMo=z728CDx(p0&-IJutXmKp8`OLZ^A^`(sopV9CNt%#gI39&kUMAl
zf@{PltBjuTG0<7u9K=@*e=}rFYw<|o8|U<rGAi-q_Qs!z3*C^(_;B`jJ@kYx^XXm`
z#8;*<+^C`q!gs)qZXB#LqajQTNES<in6zb3`svk)${xQ0W}_e`qtTektJ6%m>B{gh
zs2Y4;rmG4;1_d?pv4DCi?V+IpvSA!1^F4k*IY=8xU!`(bs;wk&Sk8H*^YOzwMnIY!
z=d(NE6mPq^a#F9KAkpz<V^-gJ$BE>8c1eamxayXDw!(qzWa7$;-}>bQgL_anz}i0T
zbNhi^B{Y!bISp}@Vy!zmzv%hUZ})TnXVIi<Mjv?N!b#F}MRAa96HS6_rt?N>d-!Ke
zG%3lE2_jRGyPn#MLL2TqWmTWBbA)`7TOD-OiceK_+!pp-^w~XEJ_?rZxcP&BY;aHv
z80B<C3L5GNJXs_zR+#QMwhzsJ=HN>p1wg~a`TyDcmJzelt_lC?z6Lr--B5XOSbTyo
zUPDk_Czu_!CO&`Kq19tu6=|a%SbVOEbq5Yb-LKy;>+k$*Ou58liqTM0@O+cFRAIVm
z`i8&X>v-f=Fj$*iKY!To%_>|>mp!k%xn$<a?SST|CX*KQdbd0*K2uF`tEPkmQd{Yi
zjZ`e|Vu+7au`Z<YuR+sCg!(-ad)hV?%V;#F!1J20wG+^DIxVXcA@CXuIkr{EXb5u*
z_B69?$PMt#@ac<ZywVuz$!r@&gP3xnm8p$#3sh9HVXu%jCiIJ;#`-VEB3U9W2Z=5d
zkvV&XZcnhY6$UGZ(NK-ist|t%1#hVILqSfT5jEG@OBP=sHT-yFn2cNXS|PA^9QDm6
z>{}`e=Twn_<J+q^)$9ZD6kqLnvSW4@l%=O>w~dU3FlFNSeLR@bs5t-XqY}N2fNRyZ
z{&CjHbN|HD(hY-ZNCkVruA!#UbF(Y7ltM<u7Qv8qtR7c0yz$4zw-=8)Fl_a^>%$d4
zMrKRxBzsF{R$Z<*>(c96Q>+13Z(XtCf&W0w9CIfH4YgLr1FQ&+t)Wl;nBV+cST7zj
z=jJz;K7(V+!E~F#Xb4kk+Lb{Gpftr7{r1Th59~k=I+$*+FdD+dXyIh09tXbeR*EBy
zY(|o)JyBfQpjDV~L|Nw|HVj%ugO!ycjhW?=%^)8c9F&8*<r0Q*tK=_@)rl+sBU$<C
zgiKHUVi>pjFH65rrEwgJY>(Vyw@}JpYu7176Zh$Wd9&EcgswBwG=wP+TD8Cw-I5V>
zqRrQTbc^e*d$0ce_Ui{h5m~{Z#b~Gqc})bE)w+m88Rn#d0v<!<BFApOE8o9&$-@VQ
zttUortQ)WxJXK)5N<L!!L|(8kio!jlf4A*hkN*PA2}xdyY?rscdFS94pZ{*(?v3Cq
zg$mS^8;p|t5!f6{Hg~J$czHp$xg)b@)xrC$ZUWnlk8J3E;Mjo$a<t2@aTMWtK{pHn
zKJhepBhSY-b-i%LoVKviQ5zBJUO4&j`53p;QZ>vijL{Pp-IjUXaCULO{o=2K^{3Z!
z#5lZ(D(UH1?I`ydC+u@74nG%dl&rZL<*)%uzIv}OoXfpE6t7qxhFAippKQ5X*U9CD
zbDx#!>j)f)s>IwvDUhgS>=V&KmF()Bilbid-Fqnn=~b-!WYpAX5tS@3^P8gguEiNW
z;mdRA`O%6B$i76wA3DuVrK!yNuOPPMg)bT%)!=KeF~)(YLj6<F5dI&?_|}MDRaaSS
z2TFMfl^H&)^;chc#6v4y(%F^pIsm7X6f{)IE2zNo2SjUP1-@3e9HW>C{bH~?^k2Sf
zg9GB}6=z}J*7WgTp%+vrBP_3-foETd+TSB?m{kq)WBG;>`<$ASiA>9%Tp5MyUgMBT
zO&+21=^(X&fKJh?8MvrcjUKnjjE3-CA@Q0aD&loZ$hxuUyTUsgfL_z$e50v3P%UVV
zTO9jb7bm$PIw=`;2lt3iAV}bFNaNaI$q{9RgW#l|Q=E`@(&Ve=q@X8!te)ti@a6P~
z4`;V{bI5vY^?eT>e+a7SW<eH_nm*|0@5CeB2ZeRwc(++>;?u<nnT)<0*yX;Sxo+oO
zceh;kPRKgDY3uzaHAB}mGszi^#<cg7N)*zfS4140;oQyW>I!`V&U)kfoQnAaz(1^|
z?iEz`2dXxvpr^tLkba#?!s*g0_W<ndKfmU&OB?^7_S<k2*tiFx=)Jm&(G$Mhm};l`
z#l`>af|qK4?*gOduH_XIqNDq|^}iAu-;wl?=76I$Rr=%<I8-j;h_1nMYtO&p$M3pA
zu>Iy|FFkq5bW96<K#*6AhA=<DA&`$Jwd&I_+CU*o#nADLhVb3K^G;|KH8t-x`?KMN
zn7m}IIxFw;fzc4A+h1NxW%a{RL}d^k3Ycw!d|)($`2zM)b9IQSK2ET;mVpzDhDyND
zg=BVp*vdzk#>q9Q$IZsGYAs0oI(zipKb>g2{g2ULeJ7&g*@kmZZfUG0Q3)46?ZxO=
zi7qbybXL5sZewy}u$+~-?>Qd^>U9!USQ^d}(yP9eo?E52A6Cglx2%FZ>?@~m%Jcwd
zhGlC(^SL*B{ImGs)B6npg|2U?nJqB&Dohe7Xo!uNdMViq&R3U1P(j2~z~Ee{Gd?Wk
zb$|#O{X#1;*A>?_+~f0&AsFTQMJEk#Npu(y#S>8-q%S=`nxYDeceTIwkjLRjhJG<r
zK{X$8kLwp+1ttA~q>z%?c=t-OiPL;v;NDP-+v^CCp$B$2A8v8OAOYrWKdb7B{5QV`
z51hJi0Zy+t%XN1?Q_dAn7I|H}73g8Yhf_d1h<z)y?!0=Vid>boTaL1xgLamdci-Gc
zP73{E82I`xC(HZ>SI!oo1Z1WFPGj{cYi%C&bY<@mtFQj#h6^p=C-ZYL8Wa^dh~%ix
zLQWJymgPVWZwiCaF9ts7zkC7l5*oK0lk()Q0a~#y4Ne4xzSr<mRe=o{WtU`1OKd2r
z3TY^w3S-Y_=`niZip<W^*idcti6=m>UXFNZ2-e(z_l@6jO5S8x?H$nX>rsn82d_Kt
zKt_X@r(@IZmZChc$_5+TptaNHvjkrP;M(8eTClweum9$&qv5oienE>D>D7h3dC_>Z
zawcTOa#qgXWw-u<KBac7z;@)p*$h~0_eX#l+n?B)30l3ZhnOr)Oz_^*8Lkr1Ck^Sy
z;cRh;vLRB?5awE3P5*&X<&{F_^_?wx2Qe89VQxgse_*i;nC=Fsy0Gy-;H}tiajTnG
z;?>>P2c=o<8E@5X|2iZt3zATbnA#uvG^CUFNWsL1r4G-$8nSN4c>K+$A_s-FT6JSx
z+w91yoO|@4Ve7|kmu(yKg^;cjDK0Of<HZwnE_ZS<X1NfB10R-(F$6E``A1xPRQEfM
zmSa?Y?6y236+LkZFUn44%LsQ}j&P&T3vbKn_VNbsr2ez=<jX$Zp-%BrB}E_ABPr;q
z96T5XmwCtWJ}F30qN8R#8{f(S3{fd%`&LCa4}&NQJsxB#|J>M&YH*F2hJ(6G4Z?<1
zkXZ)q^UHyR;p@p(&WFCdc%Z>tn^|9@X6duJ`uk(?`<CAC_3GPeE0G6RZ+TLq+u&%_
z-}};zc}1O^9ZH^Y+oo?&)ENzxaRVkC>8R@{k7VfGc_)LQw=B9(RNvESD2vfhS@LSu
z)=pWh6j%J!2!X@_s@ixt9BUCRw)O7$p^hrX28n_o1C+%LyAz5@A4@|)O5#x{!J5fb
zsbDOs>Ll2o`?~m#o6md=12tKd7!5W263k1h1&PWKiG)8(pt2>w$)Jyl8wz1GRLCvZ
zli3b;o&9dtPQ7n<yAOXE4sPHUGuqT_`~o&L94Qr8IZ+g3nBs5JjT6>F-42Divrk}r
zLnC6>#;SbdLmy_e7LS}$bIg=UG`>zms7@Tp86_-nBxz2yOY|e2XOIK67=hYqAk04M
zhj4>w*UUJ4fVH4$*eV%U{C3OJ`cPdkQD3r)3BozrtPhR3<NnWOJGT^<K@d;B+KaQk
z_`R4^u)I7(^h1_<J$&P``n>x5R7g61|B#85|0KYfqq_jRP7G3A;Lh-jUU#)TS0lm-
z->uKFmrq%G@#C<f`DNNQ|0J{9fQ+7^FjLSFCibg1If$uJje>hWd*GT|M=ruJ2}kZ-
zOh!YP-H@s6y-d}vawR2RPr{hL_8Gry40v*$zIS2k<cBRyB{3Q*301A=uWIjF4N73Z
z38^#m6Gu|e5GIPJ7#74-XLMhOLHbnwDc4TL`&pPKU^Ik@k}8G=xvUSZTMys$*K-G+
zSmI*3TxK+ciJ~h?f|$zt1aTV&{q*k8ie5%cMnjl*HUaWjO^HElPOPfBcBXmvN?CYo
z^nC<tWin%_R^=72g;*)?T*v6Cz|~k_GgY7`nSfV9uKe_;Bfh&A!YJyBul((x>rMhL
z4Gk8c=FoS+PrG@1*5E%N%|x*xaaBO^o1gqv)E?sFJAHRf^$mxI-C_F@)*-K2Bp^{r
zO(ZIlLc<7ll_*QRMe>w_hMM>$!e?uEJa^^AR!IjTCgz=nzZTzn<Y~}4XY{(*jE1nk
zL+qB2#oCj;t)_OSjI?((N|&GCKCH)MaLm=ZDtGmxca0zoWMkdLSjDOo^i*C$w8w~5
zhTXYQnc>ZkCqOwan^ZOX%<G3kb50DxGa7;~M0j9T3_`ddd5>h3TdjAW{p6r={fZ#?
ze(hh0_wI+_YdsO56p7KQ9Czp(G^}j==OYgYTQ5G-e8>$mA?{#YkmS`PPJS)2y?@vV
zt{dnIg@CGvW02mf%O{`m&cN3jjsWk`>d%J76Q$6+i9yWVSMNUOxIBpGUVZB4w=CY$
zBYdbcU14X5Q-kDp+;aFA15O$ewpzC;`SIxGp6R3&nkYGwE9+|Xy(mzZpt%HxPI^vQ
zw553rY!f}Nplu@ts)AgNr|nE@(e_c>#c|!JUY)R<X43`C;JCkJx_^cIfI3=}x~v_3
z+`{)UKQN^h!k)|wR8_Qf#eiT{89fz;brlh$_u8jKuYH=c#i)8QH4R~Q!6xLZCcp~A
zE{{U=0xX<x9iYy#ZhmFZ+D9(~E9$K+eKx#tA>NuAQuwa4DIK>v<lLtwZ*rDa3eJY2
zG)S%j^TE-n&NBZQ5+|8!3?V&wPf;s1x6s-18vWXEf7m@Pe6H`DmRSwLVnnbY9a(0n
zOU3s!i~@b-v8B)Q=y5d$In&bVTzP^ga%NqkHinn;xZ_eC%mCN7ju0l!9**DV5NB0-
zY`6AmdWN|w|C7h>|8zwwVC$qH6KJ)rBlN@&MY0&#iVr6d_GckWb3^k<#@*w?dib=W
zF<npp9o7L)z5MzOXXLo!`~<9`BmABWQQiqi_mI_i%}vA3JF^iDG#lF|CI>mr=!qZ5
zPZ2|UFaFkoclT*NAC%D2M{j&>&KYXYREiF&TQNR}&*%xiZw53bTk%^RxAm4&RdwOh
z$Igeai}%|e_S{!<a4};Cu^ElV7BUxL6UW!(8-0}XL%$fDL;5er$MKQ75Zi_tfW;yy
zk%vTJ>O<q<2u6c-l~$1qAj}`BQ^fC0*PO)1obTE-=PFoQZ0Z+-LreeV<VJg2@<C!s
zVU^j!y_!v*#<o;g4qhS799oQq_#pG3%FOy+OiDN724gTxMnjnLfQ(GG?Zs5#P!OX3
z_IXdev0~&jIYugQi2jCidQ(bH>az>kS5%6;(j{BjV!kMGw2G|jT5oMIJ_D?bqK&K0
z?U0F!29^n1>Af8xq5-8Q8I8~)p#)z>?V%>KR74@H5Y>J~p41SMUMjjpx$cxBt8n_Y
z)6O`&4}@!fJa<6Gego=ERp{LP>D?E#f+P}}M*H*JV%0QoOxW7zmyUgk{;YM2mHMqs
z@PH57@-&P!Mnhbc#seE`YEJ(gHgjdXs_|MlMuV8LfBT@fs#&Sd0lZiJ;Ie=v#=%A&
zSN&obZ2B)Jwcl1b*hnZvTq$CA0P7R#R>{IYj=riDX31d#gV7Kp=7Y2+^GMJmGNjiT
zBT{5kb}?{^E_~z8M9=TW1ALVdL$?a#f6+AJL6khN-?7y@zn+-9>W`51{l!1rWL*L2
za~@VC?u`8OqlFjk{29i_*d2C{#;e9jsge!HOzKG)sznu*`%bSQlkq`$3!EGW?}NrE
zhn7JVQqT|+o`>P-4b}3OBIOSsZeWcP)>qt8QqWK-n0H#-i>>w==M+RTLtK~l<zZl)
zYZ={yIw+Uw!lJ0ymsAoaW)=^rl3c?@ZQSOCtzkDTEcj+$mAwV|YafC_;K_*XL}q&X
zk9|yqVIF6(N)_gc#Dsr-oA_ucXr_K2EicM?8pK97>r9~cNt_Kqpx$*i`;?06fc2EY
zZl&(X_08(qO#auQC{oT|g$R>mo^8c3{|(&J0^WPvQF7O`6hP|r+sjXJ90^S23Qb8t
zPffwj6?I7O6$X7O#=7g-cLprF09R_W6{b5(7!6?}XT=PK>Gp(Dg3pDl&z?B0!H+NE
z0Cq4_&=BS&uq~d<$7IU&v0R<@1aGyzfW@HP8I8u5q9>-SI(tMl=dvruehK^VubmM2
z>#LHnZk<!m5N0zJ6UZLyBzO;OQ7b>&Lm?+8?n5w$S(qB5(b#Gw%O<0@TOal8dl!H=
zv-IucAER1hv=ZA<XEca88O25hp=TH1mU_LZpFKO2hWhHwOW!W0#9oW4ExVweY}je<
z^-AoIK_>!sJxRQ24WwTT_11s+&bvr#y!0lSTTpM#>a+*CME@35Ym<V#&TV-MqUuRQ
zD8Qa^yEl$R)suT2TW0caQeePUlI00aF!Um$A<350A{#9_ah7#<i_7xuta8(6VKj(Y
z01D0yqvn*M{a(M4vYNo{pkL5gBk51TzHSkzg1fJ$MMVU10#{*lF-9cI>fwXFq8BO-
zy?f$YwY`q>kHCks*#`-elmve)eaW)8p;%mwQ%oc(EJ$N5zp3X#DhTT-<||F;7DUTM
zz3P}P7N{8^1r1?F5!2ySA+%HA!%-5;^}hdd(0~qR3L3)128xS<_0*Y?oil;3)1di3
z73DSu<KTfA^7dRGL)eG9AR&*AH;eSItrd1zU2SY|q7u@<`=)!Qrw!7{XsCdLpk{hO
z>~gdCg+t~Yu`e3Dvz}Rc+)UW{(vr6wH!brbcnsewMJYa|qM9S~onS_nUS~0Mrp}L`
zBf3MKeEeZFgqepMwV9ETc;Ruvf7da2KJ|-%FZwTEmI4%EaUP0r?%-HubrB5~@3L80
zzaNI2oL@hfW>7|>t8HJ4=p9R=(+eTuQP|a3`TEOZGn=6$jE2g(4a;f;WsQOi_w^T&
zwqlke{yr?EQ-4Re3uBX`aNeV){?eGbthY%XwM$KU3QKEOthCvvnbooS3t~NND2UNe
zK_6p5xw=_Ax|iJ7`o(~*|8hbe@04p<$+TUF-dv+&J9r7KUkxQN8md3uW59=;+TRC<
zw|=3~J&))!1iA<0!|{v5X;|f3+J-00WCQN;kat6Jd^oB#sa0!|$dAj=wec=>C@r0S
z(dfgB<f^m4)YdQ5*uRjSjr(&=z<R*ILq<ce<Drqs)&mlW%2+f$LJrkv<z6qv<$NO#
z=T*;s9r8F47pj@h?Hxu#HNPFZ=NaH4%opx7Pji7{;G^!eJp+_;GP^c96&8Mqi(d19
zeMjY7fE>z+jD*dX*j{IhD`Q^utG2`-MTU;aBN1L_lu1TUmA@M+-&|E*9y>6!fDJH%
z05KXW!L5<E1+*O0apI8ALUk<;A~lj24PicowQi<rJxbJ>*v=~SuPQBXpmx|&6s@e;
z`z3sYO~{S(udasJEd$fli1ZvuFw~#X5Q7?l*n`EZ(Ch10Ht6du!m|TPMc{2vAoc}`
zx_GUj{>+(c0B1A=?&?af(5N8`QElS9);quK4kkAj8b(8yeXzpW5u7Xy^;O?_PK+4p
z%V-GORo346DxCrGJZeSqnW?^vhA>aY`sPK(#6%6)M}{izS^rH&_*RjEDG3|mM@nj9
zbrlIiA#8na;0vRnHdJ6CFplcVN}{3$T4E@Hq*$@y6O%2;Xs85K@Gy=B&VbXR^^c=8
z&J4&YelwzH7TJ|Cv`>5sk3HjlmS^G7jWiw;Fj_(#h?A3(f@o?yF+Hx=l_@?Z9yP?m
z?gIp016Z&9tDbG|X+R-103X)$sW;?2{}cFp2Rzih#I}!e*MK8n{j6*;@2pBY_=VS$
ztXzG6PFM^8y$Guxw^`)uJTlzp=-ARD<eq@+oZ(o7cfjm{X2~0p@nO-a2gOXx#B?wa
z0;b$m#D}%G+rG0dYz?O;^bL``Sk=8CH=0ev%~C)Ei4!r)hNzR7xEO>ANbfH`C?Bz-
zrEqQJOl|J6k0S2$zN%g-cfe@)=8(p_+A%^R<(1JIzXL(Jb0MLY%I5q&#+6Ej+>NW#
zEV(+>;h)3MUx5$D*GaivpLY#$T%L=IgUfk!r4XcrYdZ0vd9$BJ2kbobfn*3g2qhoZ
zxWCVuuyPcHxLy1FXZuea3R^m?`?S--+I-5fH=Vup7`OWtBOhCMy#f(SB<iYxnXb83
zSGuh070-VFw?vJvx#E&9T0kwFB2v&$SKWg}WJhEf+AwxIfzFj&07uH&waasbHHN~v
zQrROZ=&79TSWX+sct{s$<9aq)8JP+<Pl4~p+Z+l5S8TzP{*G+8&0#cD%x_psD_Km!
zvBcd%+_(~T5gROUJ|Eif#`3M0H_9m_1q~H~5-9EqN`pF42r=&J^ubQI;x2y}4Pow&
zQk^3!J|!BjsFXe&S8J$|O8W=s1aXFJ3K{}G7{T)+Di*Um5uXefa^r|}EB1Y#Iggbr
z25*IaA+?GE!aG`%5j~aF7JHz1M9pF~U|7{g;YuUFM@lISxE(;h)T>uLG*p7CC%tl`
z6xOF9>zm0t<}LlRnJcO|io^p-R9zWj^n~w<wwFVc{X^ZS1`$nq8QKJ<4bCA(Px!^y
z8+j4EtRLizXjh-}IgW3>FdBkSAbi_Mab0a)w6b#Mz!~KbW@t}~@pATT0q``IlWAkJ
zd%G6z&~bT7GlPDaE$$EUU;pKJJ+5|@?ezexeG)EH)E!?iWG}q-wZ~q17xT$F$~FZJ
zF~#j8Z=Y(T)0yNjzMjoPjD|2<VZS?mW48{fV;<G+2UtC8IcbRoO530cj7qJG(^m=%
zDiblplS=it^op0@*H;@puevMtAy_6%mS|c=>amL0*Hl_Z{5ng0>?mrtP*TF@9@1~d
zmF?lk8SfBAL(pigiF<+#(Z+`L&G_Ce7JUxJk!BuNMXXao<ko@F6F#~s#0?7H6-;do
zIC)Y2b{Un#rowgE@fz^H;~gQ+6onm=;(IC&zZcI0+e5+YEBbW#?Uns8y7Z}F8yF2?
zV&{pqLCoz(XRkWpP6!O0``mTmYcA>ym`j70jD|30V2BhGTJj@kkMwNucSgX<WHf|%
zmJySdu1d+Tgei+*G8)1Zi1`oJ!Mj|f`BNq7z~mH92iwkQ2=jd03&?i{gEkL*ic9qc
z<R8^9)L*U)=)Z`D@V`R*7IJ{cakxN9xQB+j4({hV*wu-XdD7JnZr6B4j?q(bw_*Sb
z>q_#%>0wPXc^qxuY*{^N`}%bb`;N-N@5FOT4Bd99i($a?sKTaxhVH#ybwvsq!bCe<
ztWcP)0Uii<`~onY;bO@0q}K&nL%8hls!}z_!8V>+608o14MBmS*bgO*uedYO)5x(L
z$8OST{oUpf%k;}^4W5FASb!U4;!?!|*AUaG&#bbEPy8K!3G)N7DT&b#<^|HU(3XXA
zDEJ1Dnw`Kuq+bk{m;Q@rG`!e|%bM=+@L^I?-JFUZ7v25~DkK)y!Ds+;cgKR`C&HO@
zP`VY-iIsNQ#PSl6m<*nT!>eZsndYF0^MkKE#cf!o=@&yA^j}1SZP*0NmWy!S26g)a
z81HIy{|=JJ+Q4WKvo9>hWvqHK!>UY_`6^0`{AkyVsmuG~Wx~v4VKf9PulH_bGgOuH
zd6Pa%`;wf)s2bwMpm;NSD&cHc=!@gfo8VPY6b7j-%IyTT-mEZPsb(~U*$$*5*>p;@
z1`cdmcDauqYJ9ELX{$E@llugH8H|RI<*d(yuXFCOmJ_~!@PB0=9&ZvpMuV7BaM^Fh
zRIUfeL%4pwpMDrM?GY0uqe09w5L3oC=fI}$R5(^qY|j|7mv)^cxb&hH2d714_I(tx
z)V<T&fUzuEi_uVp@ft}nJcvmSAeDcu2{3_SG8&C(UxK1FB8aJu)599=;ZrX8Bzwqy
zCQL>{nC}B-vc;$=aEz%URxx(updoM!0CFlBWNd{#zqrE03bH!%3l;GhR=XrvZ8~f3
zI@K8~7>&lPN5+=qW?en$bGQcclTPy%T|e+HlZ-JMz}($As5EOJ+j^`PJjcKaRGhb?
z6(Up57}&$IJsWzJ(O^?v0~KIj2=bk5I;x<=fJ|yezZj79UycKClbmTKat8Ko)6s<{
zWbGvQ*WLn&JROlUBT8)isZX>?K(>LQ%8Z7XaVY|4MTRF#(8~DoYzi5m84W>SkI;Dv
z*Qi9;WkCjbMnmu$5Z)O`0B`1c+Rg#V_2>LWm_<f)>=Nw;T4EZjjD}kAhAcuQn>w>D
zR#Q8e{AS(IPQizh5<d-fAY0J@G-I;WNO^Fw6mK~-7s5Ky&>M_~+96NU<wi!zVLTR(
zYWg*rvJlePc9Tu$k4<P(2sy|t5v@wm2*zkbBN&ZtL_JDQU!rFnJN5Ws18Z@)#;htv
zgP1Z!zRWkAHF(r0lTy&Cn|jz#T}DID0-cmCX@J#JM%qIFt8d5QAuxErH$SQK2)~9b
z{W4oT0+sQ(fAn8OL-m$Z^`l7dT@|bREU;IjZ{0NTg3)M98*?Qm+o{X2kr63mM7!iE
zjkcj6MneTXgQD2FV9=2NrxZ$vqOD9rDU3#!Qja9+`$MhIHaxWJ&kdC(Nn|vLDFaTW
zK4GS(y83lH+;Q9Kft&7cYfLc4XaI9}m*5mWrM9YaqV%KMu^ODi%>}-?zUi=~b&#}w
z{>_;^UVNmdsS%6@3*0YQV3iG#zOY>@3xhQy%)Q0%6Yk*pr$}YyKBFVMo-wItMuU9&
z1nq@$(Ozg7sZh~=5iB(#i}i^w+e<)?1%B^ggLg^K=yiD>dhhU1vH~}JZ67x0rZcwe
zYhoLtLCn$&sDsQ+Uk76Z>bxF@G(IRpxup}Bz_E0ohGCq7hA?FWd}gHBuECqCe9TZ4
zc~akI3+^Fqb~73RegfD3Eg|BhG9lEoWttSzo>7n?_6WJi0hxh%Z$yUR!%{aBgAUR!
z=()WXM!bDD(#RmQ4Dkd`%=oa>wl<t9)i2^K#lJ!%!G{wjxJHKwt_g{Siewv-;KRu|
z{-RDk{-QJ}Wi3y}T8>0|uPCV1J><pyX7G)leKP=)WHL*h(GYjLVYy5V>=r8rpLQ0E
z%H@x>*>d5OaVGI%G>BP=Rg~9rj1JaQ%{<^-`zYtz(sw80#L4Q(Xb7_$CJ0;sR5+^K
z#{xEo8=x5tL63!+ic^EtB~w!!Wq!*fw2Ve$+U<c4$rc5bHfX>?y9V4rafsH2Oa$JZ
zQ>_I*o_;Y@TmMBgR0N*g6W4&l&49U3V=gpRTVZ-=2(uSfy9sc4aH7Va^^1K|Z(U8e
zeXy?Mf-F{D@*3F6GR=W;>C9-TuIFK0n}ScG%&ve9J0BO6Wtv9#56Z8-2$3^~Cu)lz
z%FWbeo+kb)Hr#@27$0N<xyzK9@qww!7!9%E8LVtBRJMP4d91oNS|+pUbi-kd588^P
z7ekF1y9oVtM9*`^+$fmq5_NvLV4wag_zxwgVMAT--n;c?<JADnXsF)bBXGu`MBEg;
zm9AX;C7CfS7Po4rAWLjv9MCuF!FQvnC)Ggm&`_PTVNyx9C=oGq9?Pw|q9{0y_oe{0
z!y;Nc-8oQha*s+RhQY>;pHGaj|BCrtWkZ}&MwbpT7O`gvr56^_3JwX@RaYkjDAwXw
zg&k$ldV5w#KPW^@2o6^z@vt$iZ+|fGhS5+b<H4+C^MNwWXA~ob41K(3W2y>EXgZ{-
z|EO5BI*_|@&-gJ5kz0<AJITRN)hHSA>E1mnLuSNoJPaKNdsFbQ#Hu$_ye^Dk@O3O+
zjsYI7!r3#fs{=>g!E4kIX`88XVp;{Q5EFv}sRJae<4*tc-J>T!KpQu#7!3*J+sK)G
z7^20|_)KTa`qxW))}h}Zen$s*FuJ)#ksYh7s4;4VJySd~c}s`UaX9a3SE6`=bucVu
zMJr1oA1{PK`1*U#n$-}N0phe^SI|DXTF(4wngAFLb;SYbOvr<&d`MMwWvmKJN8=dq
z%pHcFR?YIz5PT1WM-zHbv^F+9>X-gK<Hqp_-2y%65LNEs|6XKxiDZsb^}TP2OhEXy
z=*4j&@1Yw;>dD2>3=f0<RVQH53^>Cgue*uOK#L9L0KZ@=Gw`pFr8AYy7E{6U@VV0%
z4fV43OqHwLNa*y70aO3w3j&dP=PanSm=qLtmFo)fe^*cGp83%4nAV6b=opQzXFYxm
z6@jrE^74Pa<H$dkLefO;U1c<g83zstP&Eek<fspidi2Z1kP&^%CCipy_%QC}R|WaW
zXb4kYqRJvt+Q31SW=}&1^wQG5uCDzMa)xtEMnjltijIsf9X6^CM!HYD)HJlpy_Cej
zRYpU|=!Frd2YX6cDsV%HO7Vo5>sU`Q8jWeA+acKyD!cdUX=9F_WafaGwXvEYFbi`q
zRF=_DWn1DD>2#O7xBu2Vt<H(G=oGdN?exnfm;JoI45USovH!%1w1SO&IR7^}T2mXT
z6O}4!pf5;{0Z@SmAe!dOWw={ln|EtM+pYjt(A3jQhPD%MPo9>K6f}hSgr^bi7^Yoh
zHTb`U$%V-=qajRm<s~x)i`ZmeH!4o1krYJ^I9WO7J^K0l5j8&^*fMN=-}cnXzONh8
zJTMxpXf^UuGKgU+Uq5WKA6m3?UbnnjU?|&mVKj&-5OW(ShUET{>2@_{<;VCn2-Jtf
zpO8XyazaEv3Typ3xZm=Ut6tsq0|X>K{=rLU3%IsXoC!ca9n5H`ICB$pw^`q9Ue<Kb
zF=v{Zz-SP&7Mmb*#pEgn=vV>w;{~?V)R!-NZxdu=oY4@vyleST@Ui)XL+J#FAS#<T
zA#~-Hq5AcPhlViCTu{1eSIBy$&FUpL=f+K3U^IZa`|zN{AHrE<J*%VTQ=?X_W@0(|
zhoe=|iP3nCjr$Gq;-1{{L<RWg6A<qP;lj{3H^VYrh@fB4MV|`;S>^!Lhn7;%V?zV<
zjZ`RBAv#|4wY1K89q?{xe3vm9sptt`-bU55KeVd=TH_Z~#i}$m<z>zBSX44gBG-u;
zOe5=A5HWkepokd_Rr+GoH<<_xM!0{9Q?}+B?Iu}cvXU7M0n40i5_kagy|2b>bJS2{
zMnk}xFvvu*d8Ct*TB<jEkoT2d49Kd=%XPDsOUJ!rv)kcb{;JC=Aq)7!i4QK=xNmpU
zNMJNr+qr1wNb$}bYsclr$lhUt1eS@T5SViz?bVqC{urwb;op88Lm}9kZZEw1?Pt&l
zTocr^jE1-%Z(nL!1BqE6ELje4>@MZ`RI&-j<@E~=z(7sBdvKbJ=&6)tfSGIpEEyFO
zRX$d;xFUmGFdD*5B^Pj-@~?R7&bx=4UcX#;Xb^J(nhmo1Iuwi;K61pcfsv5~r2_{J
zj|>=HR5Y+OGGuts2w(M?A!(>SqoJZO-CeT7pja(9aN%;i*hskdCKex1H+gbQ42e%p
z_=;+9b=`M8dO>iQ%D;h`(%Pfd<m~}QLq(aRbk$+S?6B3VAs!qUZQ>N80nFV82IrD;
zxrIA%Iv59f3mLcck~w4gmk#Mad{kt>h!H0HHx0$x38$DSE(0@42NsO-F^MTBLw_(D
zWRe7(grM1xk;VOo4T~^rrcn*pjE1oB%B5uENWq8^rG>sKt54Ec4$CU<3qw8GsAR;D
z;eJM>t!X5xyj&_{<dE?LeO28v(Cd%`nMFf}4IDM3cy9vB+o>8Bj~wKyESpX0?XJL#
zBRL@NRBSeO$nc|%j1&zSUKlCtKdOI!Ujb^V&@k*=2-Oe<4>K4U4avhw<VLW7vAzOS
zmJ--L*Dr<w^j}0n1(<c?A>*!pwV@697Vo(+f9)69c)JE$1~3}LoQ5_u=C=}2&|1EF
zst8WFzF6HLiLn%n5sZc~w<Bg*5R*b@_0(m+WHf|X4sZgKDER70dw}Zr-d2;@#Apa}
z5OkQp><>OneLak|{)nG{y8FO^rnWO0jcH??eX^z6<t~K{7}&b1-HX|ru+Qu;)_Y2@
z-s(UUcr?Br@zbqyHpBgmyw4a7)q5xM*A8N;+qogJ^ttyQHu}_v(VxX=G-f^itjs&^
zm^`jOI36Yp2yK7&zPnBG%4iVtKd=_FWhSo11&PE|+iyXumG1hGrC$uq*MAWW!QxT+
zWR8L@Nx->jzblx92OGc{4S|<SnQ)S!)mz3;nY$aZYv~t58Tv1xp)%fuu7jjkWi{X;
z_la}bt0Bqm_fRYj3oe3H#2$#nfFt_U+|d=!gfjKOXsD_?FnXye<{RY$L)A8o-Dp``
zOih{0#Uv$)%O^+u%QxmDGt`^WP`yvWv!gk~#+I1D)85CDReuZ*f%XV8nv9RqKQhPO
zG#-6sjM0onSGb<>_x?YRe6Z#exNmV|Zqq|AI@aiOVKj(&Auc1(_nT}nq^hb;##Ic1
z%pY+0#rDUV=!j0|(BPXUwajR!2)XFY^%dch=(No%*?<FaeeX7)5K<)Y1}L-0la;{0
zcSb`EkcL28YCtihK(x)}q;1j2rgTAbJU0TDzE;*m>Z&1KJ*q_a3?&O7#9%%A@~e&b
zW&UXSiCeRbRNqqTjzMGnSX`%gSMIb@ROZVYrY>hRgek8;Y=N-~ux^3_E|}*D>*XsV
zZCe$aY&S=<x+8VU|5Mf;$(Y?0%W6vf?rQ~^P5Q+kTKX^N0L?qnZ6aHdK<UknB&sSR
zWp#KU$cMdWwZ0s&n~e~#9Sy-FT4;R*s2E_lLr=dLDzE<{8r{owDb9mU)P}d;Wk>du
zelg(czv%ux!o@tX$=1}hP62#Wvt_%X6h=d(jK@;)2F9n^0+Y1juD!nzY401zp1l;|
zn-?Ui${>$QJ?y7E3;M;-0R0yQ%~AsnXbdID+0op&dnP>tBsz5h8@+pmJ_gZUt!-`q
za|0OI!)S;-78cQ-8jx}v>{(-GV@Z&p6t}v4!;2K8elava|K)SZU5Fa)aGaX6ieV*g
zfM(XI0h-YeZ)8T$ykXI}RR=o@26)C+13aT4_!U_5+ydN>h&e%<KECW3yPrVxHsw*s
zixh!4!dj82j6l2=>=wy<HtwN()qXH*^^2Y_?X9wckpjek844l5OSciYE+2GIhF+YB
z*6xK4^p;MjPvG-H{2U+DmGq)NFTl@RmBwnS!JQZjeE&Lrj}Ob}PL(o&6&FK-leL;(
z;B2{KY|=DYGaBkGY?C-Sh)If5>wkj;FdD+dhKiv<Oj^3@j1dM*Mnjn6k$E}gHPznU
z#*HI^4@W<Ktq&D^Ei-gTrdjx5YwTxOOhHQVIykL2(^(Z}$dBtmprR2$6bGB5t||X4
zWUZX|;;8+~Fd-ka<{1rPJ}jG40LES!Z1U8jUp<a51GwsL4-J7ojo?kytTr-WRj?J2
z0h!Sd@)%66(P-ePs7wIY4P_P|j_9Sa<0ZRj1)???GPx8~lHU)YWGoFQw8Y&ExZ-eN
zhEM;by|j~<ZSf|Z7Sc?|p7ToMMq~#*ob!#4G(l-exR6)tfUfvCxF)1Ds`h$SkEW*&
ziSziO7#S2oTDIu;M?-Hi8p1pcE0f#5u69a7*t2A`u8&iVZ$CIzS^!sD=@$dK{)=b`
z{dtKV1#~Zy+y#x2-xsysdQs-YkUZXwU*?Y;I~J=3qZY3Kje&|z@hz459`fm;4B6+>
z#flHw)ufl%Vhr-qo3y9?@r3meV}ra`?oGHULnT}I(xd<w4b`(E8`_wS-VMyK4fC*%
z^Qt@7>EvMROxTP@W7p#<u#b7+=<pq|r8alVlM5y+pKfy1F&f023fz=BGTC;3NKB2z
zvDP&+Yv6|Yu~88Zo`zFnHVv<jEJx~;?$BpGeyIF?plo$!RfAic(O}&d;F!!r7wbh}
zlKU`KJvXFO;EaYaD-m;H5R(?^^Vf`fd2Th{56LD4Mnjn9w)g7$;fyVvI)jT9?-g!U
zZR$5h1DLyy3vL4X14^dH#MD`_I%{GLMwBEbMj&#?u8l<MKg+5{$Sgf#XF==O<^-d`
z*3H0qdIfgHATVKky`bpR*j|&Ey>V@x2~p|MD)YIZG^P#-EF-NO$v|#Hbv=`=p@WTz
zM55xU%VY))pS=j0gFMK<Yyo=_RK^`-4y?8-6IPwSwrP8ABnz@YnZVhzSgeB8IBmrt
zfmfl7T^t;cs<LndZ|2;Ke*Uv_W0TL7(U8biq2`Oj!^c^QGD~qlhS3n_4qSaSlWSf`
z(pWn%juBjb&vx1tie!XYi!@m9#H`lsbHmp9)pN4GdCM|s5k`ZRo`rmsH#|bckr8<F
zuzXnJl%5AJd;#nO{W4ojM`mTng^XIw&=FGoqR$M=GurrY(#S)^oZ9!>6%rRH6xkAd
zP!<__p_<8n;A*7zIxv+T^$Kix?!4>nmg{~q>0w4gn7>QkSxh;HyvB=Lp|ssYlAU-6
zNSqn0G))XD6Qps^kI_)2yW--|=_1$gF$~t3(4juVhtUw`5ip!Yui%(c3u;Kzy=KPY
z1FQv2O=F7DXiU2~G&|W=r@I>imr;VN8$85(`-m-s4Z4=mP&wVOoaS)S1dh)^R4G^~
zyactnO(Ro+>_sUJ-PNFw@Az=8j)KcxJFE<UwxF3X4YVU_&wXOh6&@O_wLFa{ud=QK
z@c?mldr@gd-&}Sg(s<2RMnjn9deV*e$DDuZj*ose9)V{xfVsPE(5#qJ6)i`jVF@%}
zsJhz?K*;37IphJ!Q`Bh>SSK%QC}Lntd(6~~RP@*mN&kuwU)@~#OUTkMv&Cd-+Iukd
zUqnNgGGk%J;Nt!TKK;Q~zy{G{Gz6N8;f=zUN^RHPBp8a}9vZ}Kjmuaw=IuwW`r+O~
zT7|9ISFAgu<1wvGn2ZK7&%*v$f~vhHBcMC=jZIem+KWqXu`!n*vtbzxVSa;{wLwhM
zwK`hOfXQeGvkR)rx*(>GJh2`gxFx=;H{MCl>d9yb^F*}Yrv))7!rq<H7$&39nDzA0
z(3O2}{{79Iur+F4$@f1UdWxx!7!6{cgRJa^LeG?pa-l(b6crxQ&V<Qm5EHYz)PvdT
zhpF9~J`1up@r&AV!z!;eVKN%P{IAy;(^XV|&BUm5mZQqR6@4;WxuE$LPui306u)}$
zS_b4{R5J&poabv8MuV;F6I6Tktft&ng7bpf*uv*!;Z0R@@JgLl4HGXj!DBSop=V%I
zacPxo6>ymFLejP?Wg%usRF#6wb!FfEXj&688m##FD2c=10p7GCIGqHS>Bu`l3Z}#Y
zQSY<}*DnU%=)asS5F6wst1Lol_-s$gIiI3eN+*q6a}wLk5(<{NwP^LH+pb?^5-~=D
zESZZe`4|WMjG$uDM<uPF7xd_P&I&x^$K-?2XiVDz1qydv%ba*4;*~SGXryfkVV&)B
z5I?7+5^jxfc1L_nR&wV}ug@#bXmsW4(N^lDUq;w^{F|wdb^Y~n6O$PYVlG7f-iX>C
zqpW;p7VWlHmps_zf|tGmS)PeBUNei)5T*>|n-%OhbwKp{koD#d3u2d@bg-%87>&lX
zahevhgP0U;Q`TYI;6G+z;$tQZj7DSD!_T3c?z`ZSj3(h!Ie8fkVq$(#fj$T>w4Hm;
zir;ov^RRXFS)*rcYX>(2@Om;D!t90}#b&-q`_xTZTLK~R>)x5YbKvYtO#RMi5c6!{
zqT1v;C&*8|G<8;s@0j?>Xb96>Po<Dng{+&pUN~b;TfA9@`N|j#VqS!-#4EA&DNl)y
z4<}6*oDqCt^X?CS*bK)3mO1p#qJ<<Ef8OH;Dy^4?p78M^K#qUdfF)nO*B5Rnc;|&z
z|Lk(!JmBq_(v(&*BkRCu2-B^DcfM5%*3BX7SNo;J{1X=d=6M-%Ou6l1G=wQ{_Bj{n
zy_m|umJC^|9{v8lzP$=fa>Zx}Q-<W{kA~#C{VmvBs5jwy8reH#-(7-z=PbnCEg`Cp
zejz@jprJZr2)%eI$OoEN3!m#dr)5?H6CW52VIBx@;`|_{+Rxb$vf7>%PTn~P`-|xo
zMnjm@SWh;-RFs47h6aYoXb7{LQ4df;!5<!ZCOqM(i=dutd@&ltycow9+8v?_W!o!P
zidShEVG>gs8ac|)P+R;ya5dO{Yk0;4Mne@gGl8x~IlgAqh|1;0gUE~qF)zjT&qV>4
z7Zd<>bLl^j%<zDDf1cgUsI(c4#<UAj0OkiVhstPZh%{3c{T7pgWi*6&CSYRNg<`6*
zVz>p9cIQc6nE9)=l)%WSd#`rQC)ZCf2^piodS8zGm6!K9Takq*#Q1RL7|1}{?#J?j
z+pa}7fRiFI1r1@!)Pt<g)KU+Ym~D^SJ^cJ{i%f%-(GaG&?cZ6}{1v<R4O^EtzcJqR
zfx)J>GaA6$J@DTyl*$uTRf#xc996fbCxpy!Dwl?xAcPM7bBs!TuR2id#s06O71aK^
zG$m;%i%WYgC5tn&T=~CYN0Rb!a-GI#kmdh+Z3>sHTeLQ9hVdK@i}xa5XAobTs{#~P
zc?oH=QkGz5C9P-Ni~ZR2z-W+_{r;`=)`1}rf&Ke<Eip8Yj0@h_v=^MSk)7toQY3(0
zRT}0(MuUwFr*5pMfV72W6RRuhEIVE^u?DXKulX<biIpn$<%nm@XEa!!zW=H||Nn-y
znooV92&^KE1}Y+MNBxbuHrWR5;!{bC#@e-0Mu}*74C8)$Q@b+h(%2N1#T)?kVzNbX
zbY>Z3n}f|j<4%RzPg$*_8CRQTP)0*7`5k9v$0U^^gbzA5MK80(2q1#xZVDR0yc1{T
ztVl^BQ7J<ieH>xdoWY7@Gz2Y=9A2d2wp{C2NieLWcMa@)#Iy(TW}dr{#v4DyXb7_e
zTE<zR?p}cv>dK-X?S>Az6)<t<!p8zeqcQC!C?#Ek@nwb)-lK5<lhF`nE5L+{CgJwo
z2%i3e@bOB2V7k(lzT2Q!uQ3{eKOEtk!7aaV6>nW7=7*_<4)pb%Qj1`$6)$~lYtd^r
z0Z&)~jD`x3nQ-q8@`QGl7Y#q{_a3hTrZdQFtdO_>Epe~dF?z&*1@}SvfaE4~ROb8Q
zSXDy!&-SU&3{$9nF$kXii)aX3o=bJcNg-KmANK0FqVs)_D@W(}pDlJlRiMHtXbAHt
z9DBV`02+yZ5ECC(gU9X|Qd8GIY+d!ov#(u#*m${=KN<e9uS14N`V8?{2E60L`t9<0
z+ne=0GHgxx_L1zD>rM`fSrC*4Rro*Jz5~3fqG_0N1EB^4=}mf-t^$%v2_U@%5JY2u
za5xZ>un9E^ilBm^6al3uf*`#KDn*JE6;MDx@mi27(u*ik|Cyb$v*+GD-0yvP{e5sb
z4|mR-+1c6I+1Z&{3qi24vj4Vi$>B9M{MP1d`=)g|)>2+cj6AcW5aoU(*}dDLGn|v)
znY!KN#|7PdnuKKx?;aBaUUkvNC>-&f#BVo+XW3YBkAHGz#bZDZ2@9NiEY2)s7uPYo
z&u)zH*jU@r=QV#}balV=;*yn}JH~hPi+#jpeGW=d6>x1b&7X_X%PYG$1ySyxE@FnJ
zz{WbTyI0ow_rO{7XUB8%CVrI@M0q>m3<Ja6nhrPv*^=T1!p;NKJ}~b$R3g|oacB@u
z5y*bM{ht1K@OG3i>j-o{e4;F>6VdA9@i24(8>dzTr0>-ne0x*7w;u9~KL|?<OCKMC
zD1FKFy^DR`mrD+7680GziySnOerv;+GwVjakN2ZGeGUV|IA<fylf*|E^nr~<c0Oby
zf4NI!ERhwfMV%lz!@w|3xylWO#S}Og8p0X0Xr_}$hk;?7^5_!ddxJ#UP^;;}!C4mh
ziH##VE{{LsTrI~NZ`FotS5o=`X1(~Z&d~0g7l_(0FpT*N<Z4!gck6%~gX*;CI<k`A
zn%4eo`3c*w`qVeXRjnrs7{>Vz;-o@wvKqT=tdZ|sKU%L990;oioOE)AT*lrNijyk~
zCQc*_OQYIg!p0JPzHmtRqliSjf!aF4E(*`GvD#kf`rF_ZFw?K+D4IRyPb^yCOkFL;
z9Jr#=wjG6T7ey;8dz?(>0Gi-}OS=$a#>P50W=hiK%7D4sp^XP`{MJb8v|I2q)U}I)
z$POSs4ll2BdIdcG4M!Ur>*HsecP;ZgTpmD54kh;h@i+_&clRECq+lE@mjjcBK$$K2
zmi~^`Ok~bNoSDk@V-|#g;qS;;s8>inWDN&wtWKBOop_~bS-*8~<hr$e-p4Z^hpk$g
zNgN@FT76e_4@)o#Y^;~wA9SqIQ(636#!_S<$<<P3SBlzJVL~y#HFVIBU7bc%)NC$+
zXlU-bhUM#{z0P*74OJ@C0|b77o(NjPi85EPsOSxf^Zx*OgD4B_pBu}op|%2j$Q3~<
zULz105rvI)G(+v9+uGlTs~MaJF@Zj`7zG6zCrfCjGO%|>i#NS#aeru%H;9|uF$AI~
zg25M-0-OnA0!=PG1)3}z@N>sb<^9%~&%bXqaWMLJNP=DCVZboXvWWArPih{`RX)s6
zQj;zYA&h&uH((S_f#!K2i-+;Wuc!wP<4gVIoELw`OE?)*#(58&w*{iDXAAw&?83+h
z=)SRqGhl$!n~nafy`;P^Tl^=RTN=OdDhL`cpfCtBV345Z{}n;0kUy8ur)PgC>zvr<
zKiG2{Vs&4#T+)d{IvI4F$O@xx?v7YzE9XJF_$yT64H(AR7e()H*xUv!(cfOkA3wbL
zBT%fib^YDj5|_Yu8aNFY#+d`AY9MDTU`m@9kAoXpr60h@E}0+;AZ3ACis1JMqFH&Z
ztw!e?44zdUX&x2I2Lpy_miK>w77FHr>GXnyn#mATL$#a%&-mfeB@aG}!Oy(7KR47U
z&2skFLmf*Z&2NX|G+-E~+%5l&3#GGTz^ZFj#m*Za9`*~2-Q)fK+4Dp<ENwY0ln+BY
zmn-+qPB=bLFybbyw+oO=G?tub;i7))g;Lwo2Ar_vY9qTYFTtVBZxWO&P3RM6W0CwA
zd=(qc$aG4k9DvF97oiUW!@Vj1oe-y~SJ_bP<t<3Dx5qp^@98pr>rlQcH9xLA5G9gu
z;?DvBEdxg3w4Xy0A&+xEIa&q~10ln?^}2tm_FHS}EZh}ssfToNiarnqhCd*49B&cP
z^4KaT5;Se^t(LpeAt~hNr~M$51Au4;rwq?VKx<i(=lUOgys(B5H|Vpn@3LPDDhwGp
zD++Gn{rZ^|BNL~@@le>80E58mu7Ush1}MIjH)rWi2OnLCL8A_@!oYA>&}4<HxzV@L
zD+!|B<>2l|CS${!I>%_kum-13av<bjamCh2n_C{7+wWqu_?`NszpvIb$K*RHR~Qs8
z8_hZK5A~@m$`m$M^IdCSDiR5G!hZW>%&Ti(z(X`gWW&IyK8df8{1PBoYNkk>WDY(+
z$q_jXq*xd$A#EoiLgTqln%p_Kra#bWEIbAb(D~nbd1>MKzn!ZOyy8s7VYmQ%3uJ{d
zN?0Hvh<Ak7WoCI;5e5v7hs1jZG_ARkk@XM0juS=R|N8Fm?7%xi8yYZ-a|A46;&rrM
z-To7g{u|oRfMJ|+<LuznYCxs8SwqL2UH<a&($Y^B(l57>rgD#++B^|{SVRz9hW5f#
z!)ur0Qj-S@a9_CJo3N?l{waxIRTVf@ZOx5EMdZAf-#Lckk{_pN&?b@Ug6erlApns4
zs2)7#s``mxxby#jf6(J2P%#ELj7yDdEHXRbifr}3+9nJPf8-SQBn$RL>KXkCP0rtx
zsefHBB4J<{?XO^i1R@bFR?-A|bs`JdLO(}abb};joj95#3=AWdx3K3##EDL6h9KnR
zMT3fBWC>utxq;k(VdS!kQ8q+ABtB6lbhSl~5jM{7K*$H(bAW{s9i^`M!ClLB_?0Ji
zzI#2|{5V_T2XF2A;l1uxrQVe?RUYOKu`CfPOhK<?mIF2{8ct*YhL1YE3IoHvYKe%m
zVy~do1mKnHqg?yQ69frBl!$p6@H%Tr7#PO89^AE}TTVIQF&Ri;V-+d$)!*rb^7ySn
zcZ<(@^e}kVl+r;_6Yr6ErFq73Mq1!(v;s#F67LhZmW+g=&$h}m9EO1o9Ih}p3Wk^)
z3eJ`K$SHb(!Eva?2L!GMSsf``R1NGVgX7?cc?7O`P9cdf^;B}Rq8(W-<`cMPB~4Jc
zDr0b`#bqXc`HLQVbhOeC4M;#&z3wjsra%n)>7qsVL<~dctRc__3=a|J^pZ>gUN|AK
zBT?;PW1VW9d1miJFiz@$<@qHf9vkbuvYAG_`Y_b)R1fOg=Wr;ovDkg99uy0t@AyMv
zfd>DmQD5so0|=j24@@e0dIOQ@SA@d+SYBDXk<V1@*r@Ep27asbl_xWOJr*L_7CQ=j
z8}tO+Vp4(2*L>k#Q{S?s_qi%;3E(p|0flTF!xM63*2gZWw&Dt!Z4Rroi9>rQ2v}?|
zcHv{A-z(@hEh{=+z77(4zJB&yL!ahV!!C`~=77`T<V5h3*}{g;;|ebu>qM=5tE(-7
z1i!tTR!z!(9u7OiYq*-aS0vs?Ug=rs;rEUe<dsbK$mi-2Yr0nk?U|ROSu+O5TO$Km
z5{9L~#p3XR1vq!GaSnUH1Q`1B<&A$#Z>xzfhp%L{Q+t8l#e-eVH?B^8tmcfB<(C`>
zEwY5hJq!$wg}lIW8N$2E@<)AtuioAnV8#tz_V?D>%{u@y49(R2bY$Ag<>7V>tJsgN
zvkkq&+7?g0<Pn%tB?cC;i>Z&?+L<?x-=u8Z#>3yfkp$tKug6y%Hsn25k9(qItO6wm
zlxYbdy#p&uq4|9({?g_npv*963>fZhKjdQ0ILhsCB;B3>|0o-)``s6wSrrT2Ru4+j
z<w1y8NNm+JgKi}SkyQ_3DS_w<3s}FZ2k{Ys$Q?H}*7hAE?ndQ+qdWD$<jSi!Cb(=m
zG{US&7i-SDy8{k7D!wxR<l%Zy&Q#4u%`&&tp6`2Z>_@i&zk(NU+*hzkWVf+uv}KUk
zn=TUM)<GR@S@V5&#+IlFB$zl2819xl7nwye7lXorjg{}Or+$6AEqIa}M?O?;K#6$3
zxr$g728MB>DiVtbryigzTZd)Ib*DBQ@0D6NZtAUP0q0D@83u-N%F~D(px%1NIde5a
zJe3QCB^6cg!Am*&yw;>HRJH7T{_+b;TLEroXc0yNTHB@;cy#G1I6YA?YNX^D#cD~4
z{Th;v?>K8gDZi6sTt`p;?C?bp+!QzyXIkt9D7e^Ic7uf%cRyMYR+D;(iCb&d1zH?Q
z{0;ewjdN2Xh|TcXcYdzYE`wjJ(chOuSgU${lzY*Ia^UxRb?@by6>976<BdM*#9vzK
z(q5Hs(W}3A>e=P5XTj}KtJ~6|Zy&~sg$?uujN&w%A?Nai%ykl6P#<bT?Xk%+U>GOP
z6*DxS?iqnof!9a9Sh(iXU4c$xgKEG4&YMmC2hS+3{up>A1-Ts16{ONQT24K9kfeTc
zBtxbS-HiDkNJ<dGiD5*d0#U6xw{O=bhU18W2sAdb9^+uZ;5d8&0(PHH6a0o~>#?DK
zZt3|379lal!GJ-WZP0R*{-!mwHpp?t#u}NFEAP)2z~6LW>B33-8=zJ)T%dd>)aj`B
zZWo^~=@%12mEkkjqW^fm0UR{7yfvb5sj3U*ERdg-mTEg70NA4~2TJXP&t^<H|6}UA
zU^xJpa)XN&hgeJsCk#AyE1Z0QWkN!L$Abo|)K3h9IQ?kcpzjB44Ozhf$kyDli+5?8
zXE1~+Wj~bl@y)ZY$@)*zanj6y=4R<92PQzxr9P!9(7P2%CHE~=AvI0FL$Cf&V>~rF
z$Tp%g6S#sXeQd<vnM<6B7E9pEK_C<y0C%m>((tQXWh9YuZ_*(&AcvOBxhmgqE_B?8
zMmJ!%<416R)G-t%S&%`|b_PxZM&bP94zj0HC{9E6J?J!G6i&M=3Q1>goIxiz2Azb{
z1;aQiAkJ8CoUWsl`_k!xVVqSF=PDdiw>`#5)++KQUCav|cLPS@ypL|6$^&4q^eb3A
zkoTRZy>zqz12}IMHx#0*ser2{s$cIFp?bevEozK_LkRWYF}>7J41+zGh75teg1eq}
z;brj|8>a#YoV1g8?!Uj}x?mJe8%HmYt5vd{gx9Bb9GnnR+=ix)D>}qu91R%89*bmy
z&ckt(3I`kK&>1$m=LU^gUD=8Sp5H|ncl;O~OuJwhXCK7*Hp!cI+_#n)6<5^VKj<sR
zim-q)3=HFxcgA4}LZEXOkV5A&l+^)R>qN|wU-!3yJ0BNQB&<CKhC&=dc(?J(H9lHQ
z-@AI#(%gR0jr6_lI{Q@TMJM&y?$0arJr1tj3A>d6njn$qWl24FuwVVeMF&;4<i^M}
zOQ`Y>>?CIVSaZwCNqBv*q2mo0#3|#euwIclq}S}Y@tghvoK!Fkk~kE+bf-uWa1XBm
z&-n8J3!v<`yq}R)1q}Dp93&~<s>FRO4D_os5Mf{#`ym`SLwMRAo1OSv4LI?jGj$AJ
zGla*0VVu1Y=PVK)O#}H+AlL9rn^Cj+fA<jJH0U&77-w<dav*Exgn@W5c92BSX%193
zRSzB#p?+c*#+w0rJ;IMt=~k@9!sda~fMJ}gfL77y-^Hn=#y$45SRRVD=H|-&_H(E3
zN~v3+io<|GIx&XSjz`JL-ZVKW2`maIuoJ`r(qZ5qRSzC4P(LvYqs9QvKqOulkU)o>
zWl@P>!$oiT!2>ZFE3S*n7;!O>t$?osTw@tD309>=KiPUxM!!|GfBq?Z&o%@`j1HXy
z1`H$JhGy-jB(QkPq`Yd<iXz8}-+KFv33kT1HS{D11EX->N7XcW`_PIND<Pco)})^E
z$G_GSa2l${fI*z7YHakNh^ImYi;pwOs66Vm-Wf0o=Y8lTcP(i8k*~gdBYQCvEQ3x1
zhH=W(0L`@^i82BdJO<u?VVqCFsjR3H+IJG}2Z-m8s$2RYqC;^~zqY7DrT@INrW_-T
zRK8yk!zC&vXo=St(X!=&!M@9h`V<O%?#`h364E^96tQ8g3Tj{Lh2DT+^f+8loB`&P
zCvsZFU4d^N<7U7x@=P$du+Y6yGF~^gKJX|??i9i=<al~uq9^sl)tQR(Grd@2z##P#
zl*Td*2CjNFDev_P(=#mhnjHoV;+%pw%i;1chBmUgsQ1~rudQn`?<|~`uH8K4`l<5L
zwpxa>z9dT2^RP~VZ50Nd@yl=@ipUh1QL|y=c=%7N7!y42Iu3*Y&M+{HGXiPe6&e_!
z!qzS2<xCe}(uNx~J*j&G264{9E}_#s5D9@XQ2#e!P>`yi0dZ}vz;y_(1R0kG3?p8Q
zh;zsFPE1b4xZk8cP>dGPYdcnLm#p_HAFch+2M{;AIJ5W=X}XF1+(vu}1J9q5H6<Nh
z>i`qpYpVz5br=}NDV-Idl!9&VvCGRm-S?Raeyj7ePd?ja%><eA5lb|k1`OlG+ZM%i
zTH&<)Pvk-Dv%2LjT}-7_GYkyl+=4jkkoKGl<O*yYhX$CA^(y?eKl=OqK<8Y-sp+H$
zZ#Y{!lT<5W*WvwsB@(}&<@hmf=zL-!qQr)iT^%#yu5?{U5z_DxE_g1gP9g4)w*vTO
zD%N<!{~nQ}rxJ%DP%3CfzxW`OVlwttsom82XfZz&gp}A0NQ)oQZ^xjqdo`8vKw<;-
z%57sl@G>KNE+?4b&1AQdxY4r5^w=g|iphY%0iA=wFH5@S#>4W2VNeEN-uM(WZ;aJB
zUAz;@1_OrCV`!!mDK78sm5r1817}L=z>eq25`@Qwf8qzmSr}z-1+iAk*Np+)Choop
zR#x-9lj|>>iuY(4bQ&;-b0SXv34k+@wN0lk7{DAfWSnWE9z0e;^^+5?utti3#4BSF
za&<}Sl{`4958U|@irw%UcwjeRnCeo%s6cL8COM?y=-ETSM7C$b(Xwo;JY_Ex+ufm=
z-)jGQa={MI!I8;gr^BORZ3z^CaGu1(_!Ll?;AeysQ@k@=V7+}zxCn!WDOiDM@<Wb(
zJlrua;19kmuN?;_%KZyA7CHFA!K5CTj<1mWePD{h?AL?IQ%^mJeYD2NoK<YBcB|LU
z$#CdmG(RYs{`eBPQZOkw?mlF_g7Sk6SN7qDbnzX1M|*9JB}b969Q6t|R`Hzs^TwX}
zA(|f)DMI(oy%h1zl>9Xquj+J9bHIRMoH%k~Kav?ClN2aZp?BAMce_k(?YD-!G-$(+
zkMa8C_d{3D(bcEdE;qjpqzm@{>d~w<TKh$9zy*xg2gtMk8PR)r^C}R9+i%3l{#zR1
z3A!{$WcB^*@;>>-sZebL-qLX)Me^3%ePl2ozC7pn=oiN}=eLf*EQNd=$b(N1kXGv4
zkJt{9=iq(KV?I%*W8Kqw{&;&3Ipm<hoFXMw@5Q-p>{JXGWS~3<#qvRc{Cx7#Em`#G
zl4N7S<)Ddg47|tGG+_86GNOeRbh`|2SvFRckN<w>?oSZep&oD^NdC&mm0T1t+%B1N
zr+u!_C6)*Epk6G6d!!T^M=d^vMuN`E?^M#@_Tw-IWMe&b@a**`ibEo)dQjMtUEq^|
zZ#Fj8hQzdQ+Yf>R8}*>TeHg>!5K|SVA#JKTY)CzbWTICt&DdB}>JoBs)Pth;3`mf|
zsJrKx)GpVvPqF~~99*E>GfwT2EoB8ld6m#b%z(kMlsGY|UAz&B^R;=WPIYMl<yDT{
z*&JBb1yd@G1;>D4oU(>hIbczc%u&A}mS)5A8+ts^;~r=RL$D1P#JK{7MQjE-;pVtF
z=XSlgxFFnYdniXsx>ycx!9<jH1vXAdC2WHg49oMkIGS&QvJS#YlMISJQ$=mh8fgX$
z<9rWr26D@c4W5lb=xKUAz&=jSbG-XEkWZp-4t4Moy}v;w+yk6X$!~N6js)_{Z*(3G
zVgAFsKVs;K|4NtC06h{Y+zD?fN`)1^g@_+GFkX0n>4CS^vO6(2%7#=@GynuLWMBXH
z!+Gu{c&S?h21j`ka7P?NoTLd|`b@>WIOg3pc^E3;F;yXuV=!rC8N%t-gT{OOofY^U
zXIrMve$|9`O8w)p_gkcV!oV=jg@|(;$PtL8<PENroG)nIcx6x8Kc(>cXk)FV5#JDP
z^@@)Au<=&8kjn1O2Xz<75}%j?$*Dnek55IYeq%jcMCBWJ-$1~ZG<aYzJgay$_Y}ir
z>5y#l3(iY=rB$%jl@TL8d3u&6D+&~SAiLcMs!Pa4K8Q39hN#{%=b=KqvoL8hft6r@
z;#<9v`wUla>hF>53U?lnTpo%ROG)Qw5bDQw(bm%it~5D1`Vn~=Bs-29Qm6x)7(ZgT
zECTDg(XA{F3^sgs4?o;@YK3^&<R@h1ENOnaPwLOMC~@Lc3}jdK-M8}Zs)fl{AmK5Q
zAdpuYxT!KxT3O33YsPq+#R=aQm&tU~40t}*(t|%I6!BZDzj?&xk7yu`bon(cer{{Y
zfJgi?ogO_Cfv8Tf$w*81|4@|1?h5$DE3^>m5#T8Bj<4j7+p`~IzKqf!28^QF#t=Gm
z++cy<I59ZMxH-t!{-Di--L=Qzt3G>Rd`ghC8ZYp-@C9+5_^;_#QGhxKQOp1<A_%7e
z!#JhiTb_ctH~M_V6PfsVfhQ);x2IHJvjVau6b$2>gj<VZq;@o&9RC@2?r;0$<LG5E
za2ha-b2j391_Ur@g=II0j%9U@YxQ>x7{<8(aXuZ2^WJ+OKi{w=7%^0P1Wt^_ZrW98
zoCb`-DMq6SnHdHuh|Y#fI!xVn3^tJJ!DE)IpBP5rv`?eX&Cxg|C2=?u41{ZMgK%^4
zUiILCTm2Mt<*F3If@o!AYa5^9f!Q!qJun+EOtq|<2+R%U1SJDO6tD{9g}O7L+%;er
zXM3Pl%m8)-alpd{G9=4@VVrp9uXv24U>E9TY^<W!j#ezO3978@`eo<b&q`Hj#L^lD
zhH*AQuI6kBY;6f~?(tA#EQnxQGrmxzBfo%E-3Zn(U>Nypi2Pwh-X#e(e|Q(N=U0r=
zUXQOBF#MJ2_?7Ij{V-S`>tO|Tz%XMxP#Z7`^?lCode!Puqw-?#!oFO3<Iv$pF=f@*
zJQy&DQ+mPC913Jh9o!2_F7_I10kwN@EV1GHb@+j2bQl=MEVCi9lYB@c4I7L1{OZA@
za2MZ~q#n%Z0TN5sDVX>?bT$}6B)TFo?tKqgYpx(H(IXTDXqNw3>OsY|w82FM8@53B
zfmzT4lRe7Br9f@1zR6->T<YKyyn!Y)F1{By-r{>hs**hD^D62E6^B)Ilyos46{DMS
zcD*VX{^rN1oS_#u)%7r~up+;#n*NaAA`OgD9>!u_I`>!kd!2-wBU(uzoz~dcl7@jw
zM`W~72v5jqiu<#il31;wzh<|kVB-j<{Fx@rfZ?u4XJuq_2+vBiM+AFmjH`Y;CXxZ8
z5Zfuh&OpBA$znj`p-@?YCaV!`V#t`sHw+m5#>@DP-24r|9v`d=4EgjxZ@?(@_t6Cu
zZv%B&X`t}B7DE>pFo;tY8v7PCdIanUKy+e2f@EW{SUfZHnMaoGswM4Ic^ZoW8sZC@
zcVXZe|Ck(FH1&}TdA5$IpdNH4WXL1MJq!%v9Dy`AW%o2ZXQmV>n0rj0jQO<Og@Iw5
zLt*-e_sQPXr+6xxjnmrF72nWy31sODH~A$c!z|SvFr#Z=!b(o#Bn@PTntpxadJRuQ
zx4X*=?r9px*JO-wlw&jxg}aL}ZV?7cFRi>gR1fJQ6EQOk40n7wy8V83JYL9HnP$(S
z|LP%Ke1b4Q^Zj8MCuZ0MBHhIDOVm+tBdG@u#Of!8VZ_p6%!r+faIrjQ`HmSUe}c1b
z(ok4x-yv2HivhzprSi;7I5opm4y*OpTm3$IV|^ZwrZo-&aF!sTWxz1b{aJtkQE@sf
z0;_@p&Dtt9CCfBx3>bx9mg)**p(AiWs|B1438>vjS_H^e0;?yDJIug<=T8(vU6uoD
zP%3$K%N%6^!{zD?r~JHh?#EexJ%-E~FpN8|)RP#IqB#`A9a6Dy*s2~p^rZTUVG#X7
zz-(h<UT&bWI4$3}$6qK`P?iq`z@R18fKfQ_6W>g^d~ml}i!EO+>9ix&OZOTuh_f+H
z2<a1dJQ6xlS8>!DI<)gkzh=ja8oPm#20FvQFwPed@zV$&Ay2GqjMlV{oN9IL#R^aQ
zt@*RJ=Xv|F6e$)VH25Su9dnVP23G|?8u8(ss8xN@3namFgWQAQQ4YD!j=-<UgE7i@
ze?otODS8!G7{@q~UJ+~@#~QfQpUFFEe2?p8<q9J|fdmJ#rzEGQNndL%=y;gd_%pwv
zOl5~x;s?T=f+11eBr6XPM<yvklTP&jYtajAtkDfReDvgonttnQ<`1$I-`rR8R0f^O
z9{U6aw#r6VjC``|n7^9MiSdicz)a{}0aPg1SW!Fr<*alaj^uh@y!ZN^>G9G(#!L~p
zNJ(jK%)I)@q9UKeLHLHgGxF~^RSiVN3D5}x!yLl^k3fXvn8)OMP-f}QN4Ppqm2V(k
z`lo$`W)JOzepILTnn4B(Q+f=T7|13m#UQXCY9ILEK=O4M3R^@<VklM;m<Kp2kXTpY
zpgSU;6O|D**5by;`yHtV8L)IM1;n8%MIeJ89f8rt2Pq>^E|K%+_wC;JPPCeY>u}(*
z@eBbG(ltlzwhfCV9e~&yDt!14ruoO=ES1q8K1_T7c)boW`;;q9!Al2Y<|ZvV0JzJ6
zSvaA^pD(~oPP9hvWc0UDh<^vdg0QnK8;TvPp9HdY5XqSB6#f<HHFm(hheMScwopl_
zShpBbH=y*dyDL1&>8q>c(Xt$md9ZSel`tqEIZ}zrLa7}(rxbtv0H~}HU95FmOEd+U
zynu$VPjm<BWMl1J^;fYwhpPFl9IJl(X=v9c{o)XTXkC2p`X9yfeOpGOVX;MJDRRh3
zYv%$9u-8HtEHY0aZ#MI)h24^e57L@XdTcHM3`ArgsC>zUXZ#vI!tRFnmjm6_n~gTD
zh+72*&y_3GjoR1>?jMCAm25z>Omvh-BKBkel`mOQyPH7)r22kqdDNsszefqbcnC>$
zCz23nPewacYBS+-&=d*Wg~J$`Y7c}N)E7rXo^@iwH+@(XA$Sd?SB_&8{2D02<JdwZ
z4^Dw|u9SWq;?uwZ6fB-Rrpm>muzZGCBIBT_Lf3eKwzLjuQyv88i1U(`1I+-3VaNq*
zL)IUr#GHa;<7QXuzxKmSys$Mpao}CFjj^%n4NKY9dt4#Ewe#b+?^64gM-IFR!)uQO
zI>dOGyFh|A!xXhnmj2~vaa)Rw{Sko6#;QO6?;oCg8uF3LA8S%#+r(JExJ#0S%PFm?
zuYLE;+K=CZeA?}eCp^+>XNq4GA-X(5I_V@S8`34GdvOr?KtYW8feF?)sSlnM3`u~S
z$AQJchfA#LloLu6qpxUVSZypE_w_L~>uo>MDi7k^$u4xF%-8*V9WB16uFb^>fsMuW
zhp6buEtZZ6h_NUUp!vzgAygQxC`ce4ii|Yc62v$OzlXJ40@)M5WTD=}KuP_Kjnydq
z<j!HQ<n~+ZMqgf&GQSq`Prijwyn#r33znT=4MiV-=vC4)Th*8ByC@3|H#A|)U!^jg
zPuQ}8Z4UVf4?W1Q(Zde@N=D#NAPQgWoPdL?6ronqtaZszbdX=Ih_7bDSJg`%WUBA6
zn!&rL0@>hdl$5T9Va1Z69y|<n^;1yDoK#49-E-HN;~U15d6TX*(ziIC*zi5RR^-Nl
z?OspL>K9F*Z!omFLrR=k*0@7h<vrj-HUzB)>u2|zv-}&Fk!`2d`)Gc(VW0;b!&|Qh
z6#rGwZ?!u)HLk<uB#@W?vd}1$5*LFKd*at2h%Zs*uD^!L%omr?YY6l}uPn=YeAh8|
zU-0rOg184~aF+Z8;}T>Fv4c=OcnpU6$*Cgskyef}Tf#9~us)Z-#=7-<;i4OUgaqu9
zy;fgM`KYBf+`_;xooK0ud^lBM^N2J{=fX=<KOI=9Ce$T-Vc_Jb!<W!(4Uk7E3=HGM
zg1+FrPDpD8ENqThO~p_wuyKm{KoXkDG-ER}3=Ct=jXKkZf*!<Hnh+0a4@-e82gC*8
zr1b<YfjTtr-O-a?L$(@DI|Bv@#YIP|P-S0gaVe0kXD<ImNC{OB=?We=@7SYm@ls$6
z&-hmWd>}{X4vjl?Y-3)U&L*RJ@DMZglj9$sDaB0Ez5sFOYL}eW1mk4?ZS0+KCgp6L
zh$k__<rjk3Zjkj~k*?Y3n32ePz7)a<ID>F>(?(PmM=%Vt8kcgonN_kn7V62F3<+5X
z-u5~GGhi6MJAE|~^q#;*Z$;Fe1P|Kf@SKC$MWW@CRj{ZOmMSE{6(t;Sd89910$*s5
z;vy{xI~Vo9<j4yxq=_40mqJ?z8;er+@D>)C=Z8n=e*&`sr`Eh&LrOg;;g*pK*FwQb
z&%tI(Jt&GFhYt!evRwunhrOr=rdXqoa8bh-OYkLb3V%n$-(DKo;oup+bihk^H-3ZR
z>7pT7Jeng04CBNwB9R5`9uR(QPEy1z)PYymqo#}cgj4H~YE6rsJN_7?DXAz3r&~e>
zrbR%`O%lfQ>K9b>qH}PSS-LEwB<;dA#5sS){TAI$q4u)8spX*#1H&D|eRLqQiJgR(
zBn6+Kg&3Xdy{3r)!-$_l0-eQAPm>ExKCc}ADJ)dE>cnh_nF(p9O6X)Lh=lja8Aa2|
zfM@*Dh2$_pmyF|!Wz<%mnGpttapLAnjj~*2uyMSh;JHw`E?pFZz*-ozFffc0W90+c
zn~UTT2}v<FY|Y(1Yr?o&q2BGqVgrUzYnDa0SXS!#4^^su76qq^?;b6=;48d3q8HE*
zL@wJbD)UDq5QrATZl@-Q5fyJiltA6o3#%Tj?HBz*K`7rBa)@cmQAJCtJOVM4QuDRN
zI}c5OjI1erkLO%_<uRb_GHDqBvs++eovrju<0@|y_gk@JJ6yU}sit4)Ee)ayA6PfX
zv>1}1WI_E|c~`0v#i;jM9J@<ZIDP{r52UVyfng^122jxl;oSqr7PzV(lP)UK%-1qu
zz%Wkf@^t9blax}@!S`6N?~hZro~{b)ap(*K!#MjQofgrlN0GL9;1quEtrwDuS9=0*
zmJQWV1`OlG`?ulrRm!fXictGC-ne<J{ss)A*DGU$Yh@%SJ!}XH6__&m+02-q5FJYL
z%}E*07JLluWGVjVGnLD2DDD^4Lb*@APdLJA?bP+)&!XZLeuQ@$9nbteX7KA}VcIBR
zP8SVAKWo4!oVH#A-DgMiX*fF~XWg$LdCvV7F=#(x;{=Pt)?TfXpb#hFuNWPzl6y3`
z+VVP1po44%+Rbs9v_l1eYP!L>!}@%av-G?T=gx`*EhGjEcS|q5?xl3=r!nKMT!(6)
z2TydmoLr@%#;KQ51BP+RvVYRRakHN)s{@_8yUysGsh20628_ZfqR=CeQ*OcG{0lGQ
z@tCa-5b=b|u004D>#SsDab&P@k`|#dv2WUyOSK;@CY_Gb9k&d0S|BgG<G>}Gm~6rE
ziF>`^kWTfs>WV!WzjhYAJMQoSK2=l;T)HSl(y2wmfMJ~Jh|{^sOWuQyjkR-H?waeD
z-HEn-pE&i4O<!UO(-^`T28MBJH=UbKu2@XPaiQ=rm^;#ahDEbn&gKqI9+M{Dc$Ghu
z2;>JMnU8KgtO9pjQ9g%hNzo%^z%b%>JV(}mPd9yI1`OlGQfh$+@&>snrDYs^T<XC?
zRjQvDMqwpOqa4UxkX)yYo_zIU8OSXtTd#eU1|OHfiHJ6;Tha^|#3^0PZE!>ii3AIa
zj)=J4gW)#PfpL8YC#l*dZIC_KFn9R@%{GZdj%^bVC-`U>c>bt{ch{C?&l0Vfc$>B3
zebP7$7{=KHI}#O+e#1=lz;D1X{+773I`s#%hU2QUeVd<r{-+kmd~!*<HYo-S<E)Q3
z@6a^YIG@A=(7av!*2UftTXNNe>p)=oNXMSMN3jM?&oJ<e|6Rm?kML_vzqId!o#kEx
zhuk}tr;Yz13p(W55Y8|#jPp~#8Sp`QfZ*IHHYQ1Yu~f$+gjCN#1BQ`Gn_If4o!Rm|
zYFDdH+uBbofXycDnlKF7@zgIy4UC>y>)q_r-)eadt`ete*TukdNarCZaSG;%Q->&C
zE_x1#QTUmj{yxBem>4%3{u0<&t-sj!_3UAAvX#AK;T|`-^Z|OD!v#GUA7rf-_^x|Z
za4sG`exrHeu6|LI*q}Fz*Iy9p`_6!>v0v_Ozj5)DPSSM6d32u%KC8^D!$uW^ZT!o{
zKWr1VvIBh9nBWEscIDao<D{G#SiQe0JUr^v%XmkgfzyCNoXrsD7ic^gi=mpfma41h
zar>14!#H!|c;zIIjYl9j%Z_^R(46Y0ASbLO825dFhY5L?ls<6I2@6T@gw)iKsOSgw
zNy@Ke#jUx)7Lu}c>TDOU7&a~iGhmo4GQGyQXpGbpl%*_L@<gM%uYU}~XW%qo7-wOi
zQ8~xF`Jl{Dwnsg<ZNM;oIpd9WigsX79O<EVGq=kS1%Vx=$Qdw*Q?3?x&MxxfRC2GU
z>ipZWtv3U2ol`cgbqpBBDa(*NOgQy15APJ!m1>ML3=HGc2lj3{c^9bmL5x$=X}~Z}
zd8bK%|Df;Ad7#F5|Gvwc$($f5-7h{6Bw`>dz)`0{X1C>t8<3PdG$|I!?c-r*nD>}=
zsrH;*u0BgvY~Xl@bWs;358w;~!#I%^5gR&gd_GN+>6FZel(Hj_R3r^<nhkiyUmCSV
zRy+hB5|3FE`oNSeKFUtoqxnO5d?G<+L&VApEs;fGUggi-@j-W-p@_kS4I9Vd1Y!9!
zhA7%yvCHlgVNzEv7{;l)><%xawHZ<>NjLlfIG5rg=MI@QU>K(ibu{QSl&%Mz1`Ojw
zwux>ul)CR!Q3j4&D9FLJfw+##kGvAuZQd#e7T@6_$`Grxgwklk6~{`&FbO-*NOB}p
z!<#FC(nNZ=+|p#gGk#67TO)9RS;{xN<E6O_7{-bFDA9u0rj0gE-y)HLNGNCa+HG-h
z%?1~(#$#rCu&dd4i@$<}M*_L@9u`VY!EE>zMHCz7awG^kR!dE~=uUhO1H;(&g4hQ#
z#q|c1I?jqD1#V$ivy)MVfnk*BQVT>e!Oe!jrY6{(O^OHVGpi#M4>Q$(Vf+~VAxab5
z%OV@Fae`5xDlUl@mK-n^Ax@xBFbXGKB3?Wcr%EQYvVYZf`@%6;8o^NR1`OkT3Wqya
z=d|RMSQ_zvD_;WDsT3x)6Vjs+vec{qE;zyv28Jnq1}IiK5Q`VlMOEs?9&2|k`^Ls%
znDgS`l(zvPAm8f4FpTqA7fwA|Oef{r<1W*|83u-N;zSZXXtd-~^*V6G8n^C7{tPGJ
z&V=~k=ekWh0^W8<S=hQ?&gl-8fp<cs!Oa*`qF9Tpqw4z=xF*@H=Gh{l<#}(kqFAaT
z85UOKiC>3(R~+IACZ>G&;^#RVF-G*z1R`A%U+<-rCbXuUxK{n*(#QR#h>=#?0k_1K
z*mZAM_Of!TB84E$#azh<nb*%At!YQreg4Z7xO+%xp#DflPS!w;Eelp1e1|TAG+tzm
z<BKAmI4;#Qo*Y`cSB@z9*Y}VcDbk;Kyyr~t4=WaG!oZk7H8~fhgb(GvT5-4Vr6bw=
z;(0{r6KfCzj{q!kszF#7UA|n(uN*#lQDEnq`YKZ?9bt}lKrSfQ@FfuZz_JzwCKzWN
z^*nUc_CX|S?=pE-o_m~oF2kqAv(zmu%dE{*a+n%reeS_aKHVV$R}?v6V7ljQ7<L-@
zckTGOHMAhSi36JpFA9e-1wRt(tw5veH+k(RLRRVd76yiSun4hdi-X$?`^bPq_ceAZ
zhsFs3zo0SeyTS|@#*C4Uq9k!w-tCDE8xU59-5<XCScV*+aU4Mj1H(Ac=OEe>P82(m
zJ?c2D50vwQZVX4`gn?n4eiTs0Jkg^{HZD{bCHDRReRqm-gn?n4B@yQjX!*HK5_PG9
zHGJ5<mrq6313HaxKm&$x>Ig%3Q7t}znOkmT`ow&A&9u|^#mFCQbd5~~!#LjsIs;kb
zA!%{A%=6J>z~-E~uFYed3>e0X&Uw*{#!2&wW;dK<re6KB`-?@e%COOY1BP+lL!5;|
zaniaES@&blZ<_eco8U46g(#f`dSmalWDR)6UkYuT;?0J^%>b#XP<9$ZeVRh(DP&&%
z%Vlg(z2C<Z)nNGfFZ#cBQ{DHDSIZe*BLfC|FbM}+#>`BHqz{lfc@Qr{MH_yY`eW0s
zrTx}h%Wl^yRHhT+L>PD83`aMdZF_6>p#63H!a2Xx=lL|)aAd5|@Mq<vgXL&ow928|
zX(7D)n>!;aw;3}UKI@#_hJj(6`dH3AfoLv56h9|q!(hv<OL)0FxCh&S55_Oy-T2u{
zqzY~E_Du`10mC?D0o@8NKFC#%6(m&_L*v!qt;Wf_URo&5MvF>_#@!XA+&LIkR0#!P
zD~2u~{5je@u2q%UoRUUY<hdp?&=mvhUR#uh#_C>Y&YYZY;vhOf8F~;67{w47C@d-y
zLv&|pFT+Q%hkzmFL%U+YFiwmj7F9!WG6U7Uiyk-)7{*x{aT+TCudC`I-Q=hGDaauz
z`H3OR;?Yn#sh};yd8YL*o@49vtiaEN(7qcmiq8A!3@U{VI%6Q*^7U}l_Bg*okEaY6
z#90fzEHH#u)FwLhMtAp@7c-TMC;;B;o15M#R_#T=X#_MFFpN`<wc(zmeZjBF-y)Cc
zL+LbN5NABH5-T}EeU#q42M-(!X*3~jWtulj)Un@xUdLSGPJs^uvNnadPB@_pTCsUA
zqaHlmwCX3vkF-M0DT!BBxysymFkYRh<^O-9RTj|8+8EZQcq=$F*N{aIS`8THFCMT2
zBAX3M6A1%D2sU2&uMqcwwI-0Yt(|0t;-$UM1LUen=2l1FN!GUU!~SKw7@{7?(m5Vd
zgM#_XC!^}YgAM8@E*Z!Cl`+~mWYQ4CPV|ls4xQjVgnID6t$uQ%faYpBtK|cdv#Z@f
z$kbr3w|ekEt$yOgg~|4w%A2Rmtoq@a-=TaGJ5LOiW56KJUO1J#adP^w%8c+(V+IW1
z{BLi(OAxj!(IHZM{(rnGz6EwvrbLb<drZ&&7niK;+%X<b8*6-6;?DR<m{NM3?6EK~
z$UKP?oe_aN?K%#Q?~~e@`x2yJ9(caW56B#?^R#u5F~rgxU^jkcQP&NyARH988nu1B
z4iG(thz<k8M0<}o*F6l_>khOU08y&u!ezi9&dl&-S`c!!i@gsM40o}I*c&j697Yeq
zXxhcrta%^wq{L^c1?NA%zCqG1&&7Ns7&UPL#>V0lSl<Urd$(?u4ft^m$H9GlumQs)
z&zHXBxIu%VuwEQr?WeJSHGO=otxMo^kg(&$TbXDC!@w|h?-5jHvU4X*Mz0YxU=XL2
zv?aJ_F-~)7L%S=Qy}lmP!+=4YZzH;ea^U(TB-#V*w1hr!PJ(m{{)UZn`|3Z@R*~Z8
z8eX2z7)YKB{|-#n7A?uepV8K)HyRJhTj_BOd62ak&<_{LlQJAqp;ECFdGF+b1L1xm
zx1CPG>fb}4p}Y>dg7o9y{TdW<=4?5RAwAeQI~k-WM{J(9XL0}Tq{4@R!R|_&S8>qu
z(?zsSf#_zk(0Q;^o}Ej|{>M$SM350IFeq98{qaalHeTcJ;%nlCQ0ta`j3rK&-&y+D
z8t98*-5M|o=Y5ui9-nW&uz%H4ek*sU%lXBEC0-(Cz#vXpZde`~=2XRo?WDfJh4V>M
z!eNMd@K6%!Cx$`flYG$s`KaShV*;4lyyIHJEedaZbMzI|YF9$beHk!}Q)WP%3B}1Y
zP;L4QUN{XH#))RA_#+f2n<_i9tQz>&GH|JzbQ&;>Q=Sl?3&q)51_8sR2|t%P^+d)Q
zm=9z0-GE`7GDgWc{*?L#8;delAVU87==P~sOT$s6I3LPS1BP+R<IfABbka`wXtYIp
z@+dDl4H(8Lon$9NaguokPDu7mn1yi+7{-YS-GKs7ZO8827K%UGiJ)EvLk=(8>>g}|
z8dji($Qm&GnSG$~16kU{r`bt0gQV7Y<-bCU&UOcF;~=yTY~sra_N%N_C8=%lFQQ$A
z)JC)r2?@bB_R$Q2T6XHeg9qv-hGEuXW<Vga>2P5uCfa!BszunaGdvI*FpT&T1`}m%
z+Rsi(2&u(H??7~ddblrM7YyUYh`T^U>-ePpb`Z7yn<zv;&Q2imDI2z@;8qSo{J=Jo
z6o!XzrHX6~RniCiyNFkUmI*|*icf*5c0UGFMFT9Rbr_U>(1NdcZz&kXU^^#T3t66m
z>qZ6#SJV5S7-8cD(t*rPTeS{iE|Kv7n`vaOT@G>jV*AAhi^Bhgw5sfXV-epgWIp_F
z{jWo8P3R>Oh6b^~n42D>Wx()gH9@r5V<5jh2}D-}Gva@n6S53YUTroyh2w*WC$}<$
zdfXVd=+UvuFwWT!H3LQwFJjQ1EC)>x&NBY0r*=g{;CkgA`442bWVQ#)q9E}#U=SxB
z3d%V1KxF%*#Nq9edIv8;1{XbuHDDOAH?ds8SyAM%8#G`L=Q1P~-C`=dK`UN%&5^`y
zkkMok{#Df0+2hcHhl}3e8Va`!Z@k8z!Pmr;P`j7lp@Ka5Q841c7&`-oaaQvrT~W+t
zCz|Y%^!!p^#l`ip<E;?FjhFZ%czKk`9~vV#Pf<q)aM2oe&dm%1hH=UeIKy6JeHaF(
z0mC@4bK>n#2Gel>+`CFIp7dg{0mC>ap#3`$nxM%+8<D;0UXVzy31`4C&W*Sl6^u*m
zmpnMJ4{W!wxMdvFXT{R+!Fw+vIj9PQbH9L=Qv(LSgZo*#9V|C+Jdd|5$Hs?XR=49>
z*<LLayY+Y%8K@xN!kC#rZh19xzqEmgacTIfdr*y6`GfeXm=QVvBv{~IfB%;Oor<1@
zPl>6hZQM8w7{-Y;p~OOvz@Pyb`hC7k&*kv@ExL@Lxff0YhH-8|oNtB>DsNcmu;-eW
zpcpWWQy$<M0!@eJ*OjXW@0>OIZonv<<W(><Gr4i#e)(=axBXPHn`a$t0|s#}L1l-2
z#XvzgriLr=^s3U^BPEZ=L_K(DCiRn(4z)!3mF0J&X1eYR88=dLkmg4hb)50yu>r%h
z<2jC)5{grWidh#e>$Md(GkHx$1BP+NAWnnFq!1v4f9wbL$#yZ>0jJ@lHee7ZyL!a%
z(0Op_ndSLroOl@G%ErD`Eu{q3%``N<0fRVEbK4NZrW{^2*2tBO6?J_5@)IlIX0l!l
zzAaOCeuB<M()AmC6nli>mrh_M<aaN;TjR#rcVp2z)fi`kE`;NgHE^g9&d&8uPPlgk
zl6d1Um)zDgYf}W5)Z}?sQRBYUQWc=Ft_?1H_h7F4enot17r2fg=fa~crte+7X=!c-
zAL|0wijM54Rne9@r&ZVwxWM;gXRxvIUb<8|(+(&klx4%LHZKoqCY@=L_-n|@si9)T
zqO88-F+2tg507Su`_@jr24eP{u0@xx#jFa)VYmmy4jb#G*Y5n2w+LjZo{0XYY_lyj
zk;kmQ#q|3wsVY@oDHQF3<kf6Ne3e`uTq@%i!w8E8p@kWoS2<6|{?PnboL}8rvkU3M
z#+lIph#!tG{r2*c^)&xV1HS`VYzr<IK+{eSC?%a7Qm&CpY%<wxas%2qM1}r@TIHRk
z`4HCZk|R_tuNOF9QbFH2DV2?cuY?ldlw3N7J;25)-)Pb4Z=Qtgvq!2H{-oG@P;OO~
zTnYojBYFp=<n2%?VT*=D0jxrE5*sj#Q_ll8+t^!FzD=(lr#hqO%a9TkaqUzozZETJ
zhf0Q$TZ>9)UGun$h&f2-?|*3yc5rd94X77NDkYR#b=5cKU>F$g?PG|uJZ6skD-I1g
z(pojRadKRZI;coD*<-*kozEbh$3smF>N^CZs|SyfRzEQe<J3ASLaHOuNqjv;RhXCg
zmVw#gOm=zpAcoSA$|VUKPVjQBWy#LvbLI8B*f_Niz{Pob>ciU)XKds*d(K-Dnh<|R
zE0v*VB7uAxZS6j|XvmYr^07WBi?azEj!>{_#JqF<k2<%p9-<tQsaXKz0+m}qs^x}~
z53wx@gulvjdpm+Vsz56w9vzik!kqjbN9Q*>Q`8}bv<AS1io**>W#}7;M=^6lxyRBz
z^@n<!zJFVD55v5LjP<5+-C&<>xb9E*ph<n^o~Dekd{pu3sCl_^ur}4K;bno$LyC-&
zygBZgRx;ih8%yOU@dHn*Ffh!JHHdSXFJxNLc4L!!J7!oH1`OjY1ErW%)_^=(!^Yxc
zcp9DSpzNIUr7$pzvm@dh4E=@aFYoHc#tGzxm`l=<e*;eE&h{`cjI+Iq&I2fG*f?y2
zo2IDT3`9mL*^Ffx+}U1ydzFG`{2Jb^pxNrDDvh|^b7<CUp8>-->i`XbEUEG)HDHC7
zEUpLoT{}_r?JKc>*0?>+fMK-V5pA}#<N*muu*JjbecGlVVxX#tx|ktdnE+v681q78
znz5DPsWP?6+SLP>VW^m~7d2oMPP)0lFte9EzcR<nD~~{}sjth9EOqE5z-gG-1`OhC
ziDsT;z9V3vlQF1@!&4}P=62Hs!#EeBP&wzyT0N4iy1o0Lw<Qf@kPr#)J_I(_1qa-g
zhxd}TZgA2cUgWGma;Qp^>+T1ZHT8hYh$KhWAaDx3Y4Yz!j`#>>q^jGd!C9TD2eBa3
zax<I`s)MLip+s?<4f&bU!4!(ttCun^rC=NsolQ-k?DEuZc3Qvoefz>LHOP2S6!Cu3
zV^KC>cyQ&x<FU|%p8E0t-fziqJQWiwq?WU>AckzL()kyBdm$O>OXsfC;c&ZOVR-@u
z$rVAHsy@0p6m3zbv@4WCqB7}lCDDh(a;+_R5Ebtg%O6G&Y@bDnI3gqCm+$^iLF<Zu
z!ubHixx-jz0;&LGi$eAz{En$?-+%#?jbl#3UUO!0?LDzW8~D{V$MF3O0vqei!;RN}
z^$t|qqic?H$~{BKJc+OyF`ItQF{tBr{h*MPUH9uc{`rMbr%=CjM~wI~lQqT&ie;f#
z*d|vGVmX0m7Vtu^9!wU{9j34!rXZ369xPBAmsKxIpPri$LLMz+V~tt=%bphnY*HqD
z|M`Y}({XLNh-<rhy&{R;t)gGQMO#Yl+NDd`(LS=uBsNx)Wlv52<(EIBtpyc^jGPtq
zPqfOE&?_b_=#ZhJP>UQO$M8|jcTS2_G1^Liw5{M1+793)M+LDcaJ^)^^T)Y90gcC(
z9s;jMiXF_ANXglFFQHS?-L;ys1*xnYX1vyN?lqDxnxQo26JUrK2_-Ch3b`qJw0VP!
zFO?507KP4Sc4#SPGi7x!Wi>la-3S-wCta*L@9qw`+-gPBz<|?rG0n-C6$T9B{1j)S
zQwP%maS+&WX-kW|x9HrAB$W{chH<t+74rv*WrUcGYX&x!=vb}v_^)B>p&nStEqw@J
z939gJM++N1Y32tdA`e46gaVg38XJpqRn!BMBNH~9!ji9J7qM|JfA|BgjyU*6-B0J>
zjYvBw1g<Qy1RF=(A@oiuQB`GI7h$HMhFgBrEt4uI$^(ni$*L-s2Z;KR>ML4<VqU0-
zC`7!jslM7-fOCPYkia(}VK^QR48)<p#%g<PcH(n2;MNQE0Jk*}-Y_tXS5G3hNlJ4L
z3>_kS2k`LYP+AQb#<>QE+KE#0Sh!Rt;U>gToa(2bjWjMCE{n;e6Z}`LWz^6CpwpOk
zO0zHw(<%3Vi;;#10h0ix3(5xh2_yVYm>-5v8q<!IqIwXksViE_S+l7JH7fF!B5bVU
zWn=ysT>vKdkvp3M%erLYWzzl;M>|(sd}`-30jELE#V^N@Mr<sur9eJDStEi72m{0Y
z)|Nt$y4l?F;M{%})lFg;h-vhDQYehVDX{ponBkMW)Z$N55Q4c#j{b!4ISf4yGQtfQ
z#wlgT*eobR#(Jyzxu{?Jbp$$%&4K{~IByniTEA!Gq<A>v=o8;F(eBkVB?Xw9_Grp*
zA+Kb~7MB{|Hz5ut7|4U}gE9m7PF#;Z7%<p}Phdnuf6$PDTpdJ0TH5dq__>hm5H9SX
z9z3wCpMq}umDtf@Hcu^hl&C;4hNc-DGGLJ6Wq{5u1BM|SYquMmm>7$@${=RYI6i=p
zEK$dz&FSo_z5qE8*jSY+t;(=4CsaP&aH-eQhd;#v0*>FaILH%SAVryg;Kh%b)?wAU
z<yAc#G@P5IZvRnxU2X1AJ&7Npohr~p!@0K}iC%SLOQXx|uR01=S|AUehqg~igVfIW
zL^&(nw$I}3T{~p$2hv_RaLIq>ttjm(@5#n?1kDso7qUhs<;wf>1*kAk$@=yA=N_92
z9e3^mz@H_c3B%)*h&Yc>2;l{U$2?1``_(Ugf2SebvQAE$3VO#;5f~rH*(afIJOl^E
zCB+ZK3L`Q%6W=yp<PTNB54{sQwMp|p3ZAmFJOtN(VVrASlHf7b$SA{Pal^gMQ%%7z
z&Y_6&-B3DNER=84gH8j6aTd|XZ7$1<3x8+&e#x`>zU!eSRy%^;{QR2(@Ae1JWYHIv
zZb_clozKj^N0iP!O?RDFsgdtpKU%L<el0sC5xyi09!x~7-HBwF5Q|cLi}N>VrF~sB
z03I$cjD!0%`q_OcE+x!++*N!}Y@yXq!_$=cJ=*$lRqKD&&4ll$$*H^g+J^4mj7foA
z>!6}*%5RK*$}cw4ViejvFeqpj@sRFbZT#%pFu9<6+F0Ny9r6R$)SnFl!(C~DIGsyU
zH4S8T2jyEhzTz-2jI#scl(ww1IAC22X9Ea#yM4Okv6c<H%-2&Ge<ov-Hi<46#`!7W
zglkbDUoL(iMC;-ynsm&`9ih7T+-lhG!1QmAzXPZZa@htW!)X<3E5t0ehK_=vy_Gfk
z44%t5;Brloog;8K$Gcu2>QcQ`Jz0e7<<;PAeDJ&rdBInL_C0lV#2Y{`_wy^H#!*#L
z8>5+I@g12<s<&=XcLwVHO+>M@q7cx8VVrszxfg3<2xfQ7V_yt`yARV`FpTpKYLJ=G
zp`bO7-SjGYz(a!=Fo<&^vIbD%a@ySPo7^<Mcfa5uIAcIOP#Z9aT4p9l`_-_I<`&+O
zb;xaSrfeCLJ$LojQErUY-+*Cq<xYN9C<|229UCa%WycvXjB`7zFK{Dlm!w{J?MXr(
zlMfzK)36f_7{o8lic2VtvqNd-#fRp`Rxg?j7{=KMwyuG!c#Acp00oJIF&_Wvm`Pe+
z!7Z_40>z+;z=lhNTjLJ4{A9yyh+R>AYYTf4F$2}3yVwx<Dh@_7JkvcH@jFvZ<0l(?
zo4R5hogB_o3j@PA`y<XdzL06b$BD#{wO;%+U>N6g7awwhHlS-FsZ4pK-wG61x&8Rd
z7;QQk_yc{HDghh5-pDFj;j=q4@<e(Z#3_n6kHS2nV2-FV-HPE+Y?=7PZ#Y2MSaCIf
ze6-9`C_7T%Xonk##j9%Fwg5T;$2w5Pt38^^x-Wc>IDHEI5Q`mo)qVGcgJ)i8H;Ouq
zLW7MDk@r-2q4b|eW&y7pU#3jPlR+hPjna*1>+0sQ`)7BUs@%C0>?=jDz>lfX$0lEZ
zQbj+WpT8o{%erUNaERUu9d@;ywKDJgar5Nyp7HDk40q)&;&jAQ8W3`!q1FCew6(fb
z?Fz%UxK;wWiXxz8z%b4eI0D()CndBOZ7CF`ERGvC+R>x5hsR`9KQS<4*0K=ck_EbM
z5Yp{>Wf~a2w@q~|q&Hw(1U5PkGuQU>*-QUjiT5j-H04XQ#LEv~`MsRpY0SZ$M%K7E
zC{iGgPGYb(*suqKePT?h_U1b#gv<sd5rhI<v2%8OU;62(K&i9A&>~{MFwT-V6VzB?
z&$409C|V2ZJwG<?jSKgxl?I%SD#4%c1H(8oA<p-GA*zJ!Z+bZBrAiDK#+eb-hjC8H
zC#LEF+!+8E<a$s)1znT344~{hh_eV8-P&QZ=H;~2_5vu#+<!n!jogo7$fa`-9tMW#
zEQvUuCreje5QL3&Y(uZ+!_sT`t%$hSN_{?KkRGEjFpLx3f}%9hnGH}2Y^;o%U&?$h
zLnFWS_p&^<7Ej0f0-E7>-DjUXM@c;$;5ZJMlIWaG${NzxIJahjRZ%+fT#xUcZtGY2
zawU$s1O6rYv9Ymsmi_eQ>Dl1mt9<=ERhz7KMcrYJglJA&(362Skq}9JG(+v9+uEPk
z%5ojx59GpQM0DKPxb+U|hw&!!<_rAN+)!Cl)_`^G*#!j_9L2LH!_+Wf80VLWla_D$
zC0LqeV?8ta_j)hB(+@84X@!1Bp_lIfazw)W>`m~lY^-a6PwE|gw-wxAGI7M~&4+ei
z!#Xe8;SM-<+{VU=n74Q7(JP(&R+*e_%M2~ui^1=JxvapW5F8upiR<O7RJq#0Z+-eo
z;@Y7f#A=Ox4XKw~&j|YtQiF{(q4ulw8qb0Y(tEARH1Wg%ymZ~Mne|?aloh0w{9Lfg
z&Ob)^I08wU^U_qOP~Ica&e1|<50yu!i*QIniOScbm5W9T0x#XlnPSdbHrgl!_7rb=
zYC`Y9&V<8a=k(aQxk3j!%)T~f@gp10Lonmz-6zL4F2I}|g=W?^log*Veu6fu$KguF
zoNrF)_Io6QH^6ang#He^C9rX#aN$_+xx{tHhiq@m;1gWnvOFm^*0=k%Z`nMdA{-7k
zE;;1#voZ)*DxdKP?sy1f;sG|+gjF+orgwqjSwja6+0|*(Q;fYRn7@HMi3w0PHg0G?
zNLhz#HX+%@N3|m`(A%+@;EaG0%t~pI$b&q~gHhlR3l5H<RPqeD_u{;#`gG`;M$eDO
zf<s1piUGqj1_wnPz<r(j)QyFOLTL)=8G{6gBeW0H^2gf$e7m9V4f{5WUwlU(F}ye`
z|BiEroK5%f14KC(8X!R?GGn7_lIjb{z99h!1H;|YS~7wv?Mp4mS8=sT9`$IETJ5y=
ztuuU{_$(9U<KpS+4qv#J`D6I92oMjoO3r$F|3)icbH6oUeeHZXe|LGIv>ozs@-MIK
z%GAtn(Y>QBc~WY=akMri3&6Z}!i2Shhvp)bdcK(Y$gQ1u^RVAkV<9yR;metRey!m9
z&$iUu*9%01TpMVC=yr7FXBTI~6%4m){vCMnNE^+m#gbE~@IyGIR~O@D<`ljxekM+7
z`261$d8J(>++_Ym!SbCW=63=KewV~Y-tQ$t;^}G%Ajs}q<okbmc4AJIMG3=(51^fg
zqpZHPoRa#2TC9qzOc`o&@eNU?QSvH$bN0q(tGC6&N{9PlU>K*YGXx56fSuA3!>}=f
z2o4AB<?t=pSi>hZwevsT)Nd7i|LeQMi=;r$os%l9xVc2}j2~-mIXNjeE0*gx5|L2L
zP)6jy#q1v;UTmz@wa0!t;CvImwSUO;{;M`5>*2<i#8KH#8!xi7XW?XvZ~t49?O9v<
zt=}fy9$LFQtdJ_I0)1T)(5gGPUh`ZT0cKy0Z5tPM6ii1QAJCDLqyd~|a3B_B0g(N^
zM1?#a)zQou@r>H-vy;O}@U8$PMT_gu$ADp;`w%C^nA=zhST@$r_dfY$L&ux2J~|Hy
zXE+$f8HqT5B3C{xR(1(c=~lxF(@I=zApF+!Zk_M;$h=7FNPV2(6Z)t?6-=;jLKUky
z*RO_Jmd~Aw5=@)DTz+fq3!nMLu32owp(Kf4<eYFxPrug-@89+ZNKc_2O-?*&4e*QK
zXxgB^kDPu~sQ^yf3w*t1<E%`J{LV3_JqpHEhBI3q+ZlG(9|~9Hv^bZ!?Dc;>;*aJ8
zWX^fNEm?piVXY+#M}2r=XIn6c&v)PT<S`BYFfc`dzl+$VJHWRmZ>>pIH@`JHZ?h@=
z|M*Bt;ubu5%Rwnly&czE3=)nFoBTYP(^cof!0?EnNQz@p%3XVDbv>)KXmz3eeQV&2
zAL+!fviMzWoK5CgaK(H$>SD@oYy9TPx~jcs-KgBO@31?ab(gxKnQ{rn3RW^rrcNBF
zSm)k*xiL%0G2p_$a96bHqr3}f6mn8dQq%OMeLlgAwb`L#&&dcWPc*C-J15Go0?I@6
z;abz;(;z&3H%%^4WzO2`div^!a(8dld6N?|g=fl+%GA9zV7Rv*A_sq<fs4XtZ1_S}
zeqg_oUIaM^NIj_D;;_2Mc7zJ28o`$7E4cuK?D}v@MmdOTqX8(1^ofx;GqJH$QZqk@
z?`cH7MfHIVuR8p|{ay*(4CF^UPn(Ewz579^C9D^bKF~SXSh?yylD5Ab>;=?Ax+np3
zgT6h6y~M`J0DvR`WpOF8i+lExpdhnZJ%|&bbAnb)SAMI)IM;<ykFFX3E;XmXzeK({
z+owNKH)CT_F*rzeQx9UFB*4xBT$PP;%39se56m~6rVwF&iAxnWR&xIC11hd-;kUk9
zKe^v$pF#|RA_0@4R9XY-CsI<p@lpFI@g9+|1V+uq#@h1t<Na1fN5ef@l?v4_I-|K?
zyiXtnkV<T<uY0EDdh-If3SL|Be)oahU8z`jwktkI_y~JHq8y2lQ%BOSHGO6b)IFNj
zboq`MC)4!;(iq|UgGj)lj-c`-6P~$H2jBydC_VDrIKm!*+{Fe$w!hx7d^GH0ZWQV`
zs#mrepePL6YWK!EZ{@mJ$ZySk{NcqlK7p$3GiBdgDTWJLfB56ESa7YBtt|$vtnjek
zRADsikTj}{CZ&<IF5#^q%i2_sSdd;lja6Kt<52vGjX3STQYXt+&B3=fwR`I-XHXsE
zIY3G)pt6E~(@IOTHo{(u0)vSw)|BU$yt^(x?8&cBE%i`Ze=LTIs~=Ey28RM0r~W*Y
zTA-5@`0PUjBCl1##z~@q4XLu(6bnLikjuKM<anKN48>WA(KUSI=g0rvvr%rpr5+S`
za|BNy5orb<R=bQ8!N2k}jnC53Z#_CW$G5*-8p<|W4v-?H;R=8z5!g8A8jz!0XLPMv
z13#2WjdF|I-UTkNtii^5w$LBVE{ufGt53(ZOv+phG8St?uY-n<4pX5vnmGT~>5&ba
zF#)}EXaaOFARk}TE%X%_d^02}DS9>Y$ngWoUaEkuI88&KK}c6Y1dNLK<Vm7A79p8s
zBipRC#U`F<x(R$eh5Fv^+I%El<aeLNc?+an$(p&RdEL-49_~;Lng}2TD!*1KA01WU
z_Vh8us&{IL^|7ow%9#DqWsBY&_tHQ0nPvLu%6$|?Gi?Rjn*R2b>T6b<V?UxkiE@MU
z3{`QriWq$|;J$K#J#mH3zdG=ZS`FBC)Xr(=1__+L&ZU=dE>`s3yR+*aEaVqokiZv%
zUu|rxe3>$LTGj`0O*WKVSo?IJVT`d6MxRPAfzPgt6Za-c@Dqhs`A@zMI(N^(%r#aH
ze1^g60Ad9m2SL+z7ig@cUH0phZ`bo%eqWdQ-7;&RPCGPSr8C_pWVuV2St@G}4nB%c
zo3&`c`nuZEYlG8oD-s`JS3qj8u}bEv^v&r(aJiv+NLL+fj#?iZt48$3TF)(p&8~V7
z+ldFqP-kOfMV*;$CD$+G=LeSIj_}z)R*}$qu)sP-_5nnTjkTb5jjL<QL-kJez)Rj4
zTy-U>zHspTjdbkVT3{~V&jf$j4Uo~#j%##1sx)x!o!0H|RD7$mUQ#u@PsqfXZ;^H6
zYJsy2S_}*Ooh6m-D{;jyoQ!r#OXl^9GsKBY*eh(Tyoni`KRFVT8G64Ildod0j%w9)
znL8>j+=|)x#Hf7P^Xf5r3Wmf<NtBibnHx`@s@kH=O>n+H;yc-T(QlZ{WK4LPV-R<*
zG@f(JX^+D(!iI01u{!t$m1y_;2=+(ljXS$1)n%c|BGn6`Qc_M109>i!*vdL$pYFDT
z1HekvCvK?uPGz3&I^)tObjIcI*>`@f(hhE5saA9B=l-{&*%x#yWO0No&gKfG9?vza
z7H=ENA_z8)<pygxEo7Paqqtkg#37*)hh%YaY^?A1_Q?L!t$Uz(r>^+3Zh607Y>>n0
z8u99BFKuiw`8VaLa``zCuec%S6V)r1DAf_NHQ|d#$CtSA6pYnmAP-iY#YiePPUtFR
zW*l3zr_kXeG0ehU2!f51!w7MOb)NJ6P(H2*^F();1_D$(ojKjq2E%%!OzNEoS&&vX
zPE|p0l`GRRUF@db*22$X!$0u@PcaNu6dS3xQW$W!t&|R{OTDrO_Uh@QDmEN8r4sbk
z%|QfodJA)gR*kZL^;s=bTsc*t;m_j9rPxEC)nZELn;<bWCPWU1tc{2I#)eH<T2_IB
z)5mnlQk~^N?|9v-2;KY+dQ;6GCgCq6!3ihB0y_d5E9&Q;uXQU^-ftDT-1O3WZTsnQ
z#uDHH8w<~JOQwKQ%zL9>fn1vtc*5yHB%XkGkM@_hIfGh*@ZLlvUa7un3zYZ)LP`-{
zut+)XbbU^t>OWdHr~f*C{<hM7Q3{kMh@~C{Wd!q<RT%+Up~HB5ERuyhKGwAHPFqD@
zG1u@Naf=2{!?PuzE@tA{5e9~F>c|!M?wuX^%G>NA3<eD2oCJD69E4>Y{2!VIx^M($
z=-+EDtgTxbXYpZ#aT`Gf4C7n|XEAW;RfhyPT}-k%gD*7*IgL4ZFw}zwa`h9#FmiqV
z7vVbpt9;_9)$<83Dr&qc<~=(WGJcg6bXuPmx*R+lT}E;38T{fL=>lzOpY434>z!vn
zdNbFEU0ZQpGru@bAlkZKKfC9g<=?;-t9sY!MJE0LSBc%<x~37&=oc3Vi?*ogq~~vl
z7isog(w{X;`o%>8(c?iN5bR0D-jC7uv!Y?guOwYDphYeiVUTqkJ-vTs29Q0NL9fBT
zAj6y>g<bHPTOmV;pE{S~AcZh6JZOgz=W^Jg1PKDq9`)cM2<oSx{2jUB(F5zA4csr4
z3c^Qgnwu<K>RKn|r_>;9R8w#?-2HNY7YnJby?XsQhVmcLY+y=SaNYy;B`93hm{kT0
z^YA=k&Dt)xZG2j9ypU28t9Bur<Kw|c1BUVHeP)E*V$wb{|E}kw9=`&0z~W*X-)b?f
zo7V4o89H0{wRKJAfmKqn+}4}p^1~6f<IvQk@gl9lkCpP)ARISFlJx`o20TC%7NwcB
zz33BI?p8Kdfv9?4?j8=xp#RXj^UF1B<rja`gwmD|?P4MLB5Fs!oRzLu;nh*EcJ5<q
z(h{)1s50&1X6O{9f!m<8+M#I2Cnm;&;*^a=r$HtBmQ}y<h3z#S({rvkZr*9m+24Ui
zmW@R>k(Yvt*EdaV|JFdXE+{Z491M?ZDa7d<)#x$fV`37B-@w=F1TckxVVt*c9>+iv
zB!9eNRSzEWr+(sUCycX_rqg~Fw-MM_W8eDjlcgVk^UhlRTvri?D-h8c4u)}71e}3~
z;yT0flbFyHe6nre5MP8`2Wm_;53&sy{)G0oL<qeiOkI26(&{BK5U}v1=&|r&s{SX{
z)jsT|qlUx4GyX(`choQz1s2#?Z~Qi@%8#qznu<xgGq?C`R8bZQ`SX2X7-ur#A(61B
zqL^W0ZOC}@$Y<Rj_gf_{#oXI44r`7(tPTUiIBOx!lQ3jKBEhy4F>tq6{Fwp6I2QrV
zKvdKC)C4$vO}+ovEm7wJ|M}HIA!FelyX`wh+>Ocs)9tUf8~2DT=u&xlybKtoc{}pq
z178Rq*x*y=Cmu3pz%b6Akq_CMCMKsQ+)wL6)i#>Rc*CTzny8-`hEWdz-wKJN`;6+N
zI?JxDFAJ{c?s@W$>-={w5Cuo2Ycu)I*zH5J7SHClc69$F{kiF_`HV{I>l`1J?DxDM
zZndyJFSL8ykh&flJPML53W7Xs@zfVT05^dVOGtNA0G9R_zdQCqGgpSo86^IDI^ETq
zx8Y;PUB6utvO?z0UURZRlNQ?F@jJphuA(sT%p46L;o1t*774Plhu`}Axuxw;C6PJ~
z2g5jh=uLIhaaA;{uyJzA!1f~#HI`U()NvRX##tBpHP2h-z!jowArHY|cZq^woaKN{
z$gb!HH@bI9uo8v^O>458z*VarJW#8j7=}?-M;6QvC07}g91P-t(|}=|+DRQDlhr9>
z{d|v_4^27+Uh<ul-)>NP+7rOm$z%cRTbW;ZefX_Hh3-aM#VSAYaqf9=gyNiRXd{`o
z_q6PTN6gt~%ZwguEEYOdXhX@dUQSh2MJE!IYIjIIG#MFE2e!(<WKEc|F|6V1Pb_-;
z?)y@X({N>62aOnqy4DvCo|!WT@h64iuhz8Kx#N$4+14Z5=)}7|Op?r!Hw32v!#Ecp
zPG?=pisk?|POU}AIQ{vbAIntVRYlK@FffdB5#n^_#w*xIY^=6lR~%bC6I?HSxmw3w
zFEn%|bB2LooUIV&f>2@Ov#O5=Z)n)*O}w|lP?`n|<2;2p7lz`by#mxhZp|t422KNp
zaq43e)1-%cD^z7Uk8KPocNYxfJcdUx&KPOM&0Z#zpuqYo3=HEugE*Zr(px^7?BKuA
zPBlk=g@Iw5ivcIBZ+K=7_qw(WPK;*1k9zPJD)keeTQllMaMwGS{2B{T-D1Nd#1C9=
zEDQ|e)Ti<8q2g;})OC*Re<_RK#l|vV7-t<9omyq^W<otMonc@YXKlo33_t5o8Z*4%
z(^<as@Eb6U^B)|lh;A4R8?++O2!PvJJ=}McTriAP`z9h>z6tVH!I=})-@r-wf9<~E
zTGiiaM;3!j$HqCj+OF%3D38de$REcP*JH${zDfmC;9t4GHLKWaqiJ<oZ~vPEJQOHM
zPL-kc|8~ZITg0BdMRII%)8xd#1B2%bjUV`l)Pu)psGk^yM?=TdxaFHV3W4f6pwcka
z3>e0lh~#E#1F5*3)8d6!&9Mjdhv-NaxBrKutf&IWUm)eqnyrV96(>~)KJVdiVE>Og
z|KJYI!VYD{4mC>(PGd9}`(H6%3#FU+L@FGgD-Pdx9dN-gt!t3h98~e--)6s_74FD(
z_V*~?kO#e_f520zCYtGf<H<$+cLjs&g)XUOD0J=yZ3mrYC=3j<X*;qh8?h;LPz`I=
zV^9qk#{7fCjJCANeq-(Oz-+)U<|~LfD`F0%_<s|_5_t4X>!w{6EIZj)Z4V#6(Y)|u
zP=4;ikrj_`_Jc-#3(ZPjI2fi?=io%h^c%{-*;9LbqYhuk`mG<@etW(2sKJ2KIZVEe
zt_f_crn}oOd9i*wztwzE@1t?;`m>wvPYf+^RJcBr`l$Z6<;_+Bnbx%@a-LrKymqiv
z!ERl{6(YhO54&pFSeu3~X`1wE13y2ci$CQm5)OvDrBhZS=+-&RV6d*)apO1r1(o_{
z&%GL3wG8GEoTQaWCOCM*Fist(=p0>2c)DZ_jv@;FaHGv%`+5V;$*{r&9mlYBr;hQ}
zXJxE1?k=o*O9mc_ef}ZXb9dhNOSX>P{VLp1`b8Jwnn^1zY@9~Vf3$aO@7|h&y3jby
zcl#vvwq(}i?)!Q`gn7jl8RtE}tB)6DZ2P|Y`OLPHC&sI|0{b5zicS|w4g9Xm?Z!=^
z#>z{Jn!UNXHwO*K%OB9@u@cL!h@5{H0t#ui_0g2+QVS8XYOTDU!>aiG;;RkI#QUxK
z#{)ArpP3DmIb*vHKZ~0@>-xUpxqDWJNas=|4wn65|7;eo+bCWXfFb7LCP$L+$!7yr
z_#cJzkRfqnjz0OuY)yhrM}mwDAHd7}qT$2#y?iRNFhmQk?pMD-;hsRkVG;$IgM@&V
z0mGu8bC%pV$LvY_r_{sXq>7K|T(NH<^w4}jII97d<Y}g}uz#rzlpu=uAc06xz{V<4
z=BvNc3&9C8`TRQg#UTPogkJ^xpTTOkdhMJHhaiq^aN8+2%Fh50CpcDn(Mj7w{J_w0
zXP3Xcypv`~PMmKaK?j43MRKFVjwSQ@lC4LidhWgq7-q;8zzLp-W&+M(J41GO5NfvG
z)PsjMRX>?&$v?TY-W}L`+SpjHO|K%NtCWO*80UdC)H#qI8yoA!fNm3aU(F7|n$Clu
zlqdTkV4`fa&sI5axkoy>HbUw<QhFUarxbtvz|($f(5IueKDTKE4DmfVIIfTwC`0j7
z+l>Ho^NTIL4=#XM7AKZLuXntSeQfBTTYA3XDoKCN)mtodX=7sr-XGDUPG>kZsq_23
zfx~K`d&|-BVPLo`4{@wlggpy!Vq;M}J7n0Y2cCp@m5GgwrE=i-L2>X3f?&fJSMmdY
zR!2(F2ExY4Z8gpixAo;wFZr#03wKt&^e4{!Z6w|?JV_{g5j<}%MLoB1?Xh<_q(;x9
zGj(#TZSW!F`j>9mqrt5AXLIaZarlUk?jK*X*NV3OI1QpubN3wIAuoVXXqfm4=aGz=
z+WT1f5&ItR=ePdJ^;zem@42*wuFmKvu6(ejT03W*I~(&v8%Qv!JfKmfdmjPujyoQI
zCQW3(Fhg|AU4%U}3ovjCG}d!s%Ir+-8^J}<BiF6%^L{+wq&nO3X9;M+Fit;?E$t`m
z7jaOgA(Nlp)Z+ZtYd{-z$(wKZ;~V<}PUmzAf0lqI4C7pmGI$YWBxn|MoPs)b^_ay5
z4C8EpbYc)%5Kgj(;N&`t3*LZXoPWFI+K*Ej8|$%GR@6?L2g{^-NEdnY$^}_Vk6{(6
z>C_O>U}KRJ3eczr{_G9cXQL4w8|zH58GCaM0hO#C__I>3v0>fD4{AC!Ks4BJU@|}O
zXSG=sA;Wwq)~C-G!$;@#)$&`3qDies`@&r~A_MhSn_dPC<IDszPg#_k(DcH_T2ORT
z_AxiAK=7mUkS-n~oNZwM1vbv11uPe8!=^Ym5z$~{)l2-OZ5sh-)B}Guv+J`L!B1{u
zV>Nnt+bCZYgmS6}{;VE2S|-M;v!(IT>a*t&4K^01KdJ}*tk3n?69|uub0Q7%@A~_J
zv2VPLMxoQ&W2lg@advp?)K+g@v>LboqQS;Ws<kBNi6lVtLCvX)3ck=oueaJ@Aypy^
zkXzM{-dy$TqPkGHsBK{7^y#Pvoz1XbCY0mOqT`l((MnZnhNyZ5R@2T!8}G}}M(II1
za^Hi*Q@kWB9yd1~U)-XI)`PNmGCJ3s!a87mUeB?$!-09OVpbTpul97ZJjod!z_0tK
zY_XEx!BJ|fs+ESme?sd)fj^UOHDGugbTDy*9C`Z=GVq@!4`nU#BIv9q3Y}f`MYT9!
zh@%JbXA%(uhH=(LIvu~7v<m$wrIbVjv*VqQtF3SJ1kMh}uZBNM^U;K1oX2sZFNO{U
z=`0fXtzo@t1`Oluh;%Lq#mRd~rR+R(s{z9}bzy`ESrdT@Biu=Pxa7^29sE{K-@;)T
zXZ6!zSNc{hpX*kwWl*=T@Ks25D0Q#Eil=k+=Gbpt#}e|lK}S&?%W9AJ8oH+>m=Dv=
zwmJ7w-6#CwGIT9y+oR5}oau8aS`>$EA%N(KMT+<&+}Ut?*Pmm`<@Sp!ge3;&9yVN3
z-0@;UqR3YSk`tCPDx}1lrz59YU3;-YRVMv7s4cY>EsGej;fxx`(|k<32XW%7t!N%t
z1#N7s1rzdZSU3yfZPWu>N?~AlbaW!8V+LV1r}a>kr;hXtK&pE3u|vIDpM@EuT$;M{
zo|76NX+Gcg+}Mw9LzK%-f8rkpV&|*cMmE}kv|}3jVvYL!r@K%x30N~hr2)z_)(9Vv
zKt<zVh5J3v==VqGvSD&e2KK=C#2~A%(J2OB)x7Z6+7k8rViqxf34&n5g_x}s{XfjG
z><@?}b@tSmaf->ED<4b0dpc+Oq}VRJUD;)R=tlRgaTPjL*XmPWi{)5iU2&Z}a&%z5
ztFs#VtsV^vOfLAk=jN7#3xXMAF<LO+lYa3>sEE>f0?sMr*H)=&cm_yp{q)c6y=TTi
z7Q*e<eK+#e@5B4wmyq+41qJSW@NR`4pcKZ~Z}Zfi`-*F4u4@NINTbyL5b#>v2e01o
z+$#|M|7zX(6E5yV-R}g=dnopY_H6rd<H%xszKP;Ma?Jf3KW9v}18b}M)$*W0ND-}q
zEB&UeOnJOoTehS<K&ZMp%r7U4q#Lq8_HR@ET#>zRLf*jP{&(B8oS;{bipT<40_y9d
zz0P*7oyTuwTsb!Cr@b@u_~~2_r|vW+gg7;wU~e|zle7X^kGYCq>3k6?f$oA~fxZFb
zD3<y{G&999L8_*zo$jGU4H(Ax3``P;ByI^c`;z`mUwAy?&F$cYJJg}Xp72;uz(-7j
zHTV9(A}$yvy9=VvMN}vBX_A=SJNS-vl5mK9`*N4aSR$)uQECH*u}=f+Vp%Aojitzg
z(FP3TT!J{4hvMX!s9yBIX}~Z}t?1nzdWDJ;+&pY71BP+#K{{82(#fX}VYVy=4C0)Q
z^L7R{17X&HuXA%jSYWWRmNt9;?73LjsjjTMAj`>~X`m0b0btN#N_}@(zPMiCYK-MC
z=q?tw;#P(P#{@6VEVd$KX&3k*e8$FFl@|SE>q#B`R_FLH1NEmu$WI$2(r4#`$toLb
zQ|dS4j^Bi2Y4sqkNDx=@2u-eERr2$%m>qW&RfMFm80>ZdBUWLeQcQHj1Az(Z0cpfv
z&qJfSq!$`Gc!1a$^&sX+jIJ~RHG_C63Cw^8K5D&cg3Kq77#tdG_+@^8Zb-T|p}P@t
z%Y)WP8X4D78Gr|nvt<#Zycxh}ug?Yj!p3SCohPbbat}X00C+uswD*Fji5jqT0_@0k
z*;uMh06zeeWW6?-947DJ@yT>}%84KOPNDKEHp8|;JplI7$kRP8o`&HDfIo#~r@6$W
zD*gjD&b~FEwqJp05hX1;I~%O^vaya_@mbTNAu>cgh|Sa`U7%*&b6<3;3>O(&>H)fh
zAGOy3Yt^_P!;fOa@c{e)G)5wMZc%;?jSXz9{Feum&GrSP)v5<^G<(R183C_=@kNwV
znHBBuRIWpEty0$$@jXQVULFXrkGps(2OAq}&bXM{B|5-dQV(K3$W72>W(A=hL{T`y
z4+0^n0=?b0&9)-e!DE;u+Y)=N?_ToRMS%d>SmZK;LWSxfNafrt^<=NXc4AsJJE_#b
zgtUIieM-f}_v-y9HgR^6ofZu%lGX;}i}pNPb$4S(lXf29mKacmKwlV`pbv@@Kq}zW
zkyENJsP%ll*C+P7Qc)VbQX}2Nkv@X(?#L+vJ{UiqaDWaS)c_cPjTM{Yr-*vL_J*xq
z&b%+zS)Qcv|AJimRpJi^AB_KZiC?@2wAn2{ES>v>V*S=78SwbD#(xa)A1C|>Dqk|;
zgYiEC;Yz?CE#<V=KN@YRQvB(nB*M6NO9o6Z&P7DCmPERi>8ogKUUbs`qwG4st16l{
zN|hoay(q=ddl69KUc^WdkRqaj5<(IVM?->}gm&#<!wLclB4R=5Dps(82qHyA6a|r@
zfQX`?sGnH)-`Ux6&e@yb@AG`ae92^Y&g|^$?Ck7p=Gr(Oxq#-<qT&BR(}i9H59ypk
zA8P+ZBUgzsax=3s@>&(-k4o#D1{D97RA~%a=J#53T-`+44GVFaJgb<6BIv^`G%1t?
zk>&Y$aIMm^=nR6GuvX5TziA{P#-R7mx9jEHgd#EDio<ZQ6>kVV2$37dS|edT+jLRW
zta19-vAAp1xL)q4dW|!3v$L~gDYU#+nOQd$WZ}mnug6dFh+i3AAz-pC4MIZu8Owve
zorG3~*WL9rZwQ!hqCrGw-e^<&haX(lY^pU))=uwFns6lzRex^LYL2r?hCWa9B$HlJ
z)(w?FSsmQj;46IHWnQFQrhWh?qPJWE{4>G51YYZF%YRlQ1NW<|-8H7o#D(2y$6l2<
znF5^`ce3K!0c10YG(L@l*g4VCNPBGV*#9Ex8YCA2w$QGwxSJ5CN5#wgEF?u}M0||M
z5Y%A>%_0J-QuyJRLBb5S4KkRWH7fr<FzL4>X%X<|9k02h$x5WdY9t{VNP8TRD3=z*
zfrv)5L~9b0x3WZK4Rr!0CCnh=d{&vQBpL!rQvxC0&^L)Mr4ER$P)i9s^Ewwl>QDk+
zEZy~hoUAuvUa-}OxH|ckJm5}=bD6}tA?C`Dev2W@Spyhh%qQzPHd@kPSLR^sx98n_
z;NnSBQGQP>=Ox+BAwJcBYoihIB9qvwtS2j$J8Q&`hy;{-amQEVhxC<uT;tZCsO#FM
zv3|x4*;%bJ3&xC<Q`~AaFYf_QDj}#?0fbcqP3SXEwCFObAV*r0dV|t)GIPhY%FD{i
zte2i&ug!!u^k2J++g;GH%>`{QY1@YEODc^l0rgNJUhCi&3;&k&XMaNXT%x8Lk6ID*
zVMf{+?e?<r@#1UdNIyT1H5@nFC1=cF$lR4C#UY^b>rvr@6YamT?9>1!q9(Ib1bvvD
zCWf6cbRCZw5m~JUq~~LO$O$sxKM4yjftMKeWRrLQ^5X_ci1BO)sM;x)JYBoARP}wk
z;96<~YsBkhL@y=TO(wMq?!nAym`23yOk#(aPw8>-T_a)xlh|p<fBdZuQGFW|XGN{G
z2?S|GoPA0XurBunPmtApMT*!Tjn9z4+Za19ds};`x<+74$VC^Ui2Q9H5&IdYHkw96
zYSia8m)kTV`Z0<9Qj>|R5pfTjEnDH!JmjPi(K+fkJ1ZSnZ$^XkDk&3;90tjMlD?FH
zXR2#zMC8gA10+v=+pGNZH{!HIBO;5%+X(*%0$!!>&-TZ4Ziwsj3K3mkcG1yc{3C(a
zcx;a*mAYILH;9-XWnG&dYlFI1kUDjOIwIh4x>0eQ)ZEcO@0SL};~2+lN&Dm#%N7V%
zLj|qn)9K`@7UGeZc#TP{W6m}dS93I?UpTdy{MAsg{jAkk-8B-Pa4pP)8--`IPC4lU
zC5Jgm@rBNb{Q{w{bRP0eq-+FK03$#X?!2k#JTEI<oMO6PfvM~h@FwqAH2l1uM#T+6
zF4hO66$?q4$9NW|5ElfLSBQ$Q>?iJ`&_*TFs#R!BWHHm0oOhUkGH{xFEs>9kk~{8}
zCf`KlUX<L#tTf_E&0#=Pld9zRLW>f3TaUGvdvXOtpb>OBfIj{=n&Y3d=GjkT3xz9R
z8d+3abSB?II#XL%tt`1S4a39M$PQb<$RbU2GYo}K!0Wqe{JD*qkBA#2A;w`&V3z%l
zW*GtRheL1F+A(uT+#vWUY3JzFK&)WHW&M$FYf+_GgqSrVCbJu4Kg4XrH6pe{gy@uf
zaS6OfR^ONL;Tr6hHG)p3Lu-5){F)T?aI}?H{^Tq2{K@(ecKym5o9!!CG5Pux@T|C$
zJc4N&Nr)Deq&2W#tAAx^3L6to<Q6DL8Xe2~jiF_8T5Eh90q=N|J{i}ahB48I=~mV_
zCE#tCHMQO9#Yjcdh-)1Ac@3PNYecK-C(Y0k0q>P1=U-62CK3WQqU{t0R;9(65<waX
ze_x8xIkO{6_I08ksR{wJ7dJ@4U7t-pv_@RHn+Gg4;<9eu6VgbS^~Q#EIW)?<O3M9u
z5(fbj`ZY+xbsbo#gWk5|IxtBf^6V~Lj{Oq<$~nTDXPQgq#-TyNAJ{DXfth}WReV?f
zq@gC@@x@OhnP?>8x*n_zpX%q>K8<PD!#Xf}>`bPI>jmtq+~dsbqX=wj#2rNK+ISiX
zf8)9C1|bhan2|eXte-98Cbq)K^B=bTw?T#WaZe+7=T_RfKphDED?=0RE+u()>3JEx
zpXTRf;0kvp?F+1T#mh00Q#FEfN$%7tl{?f6m}CLz9RYi}NBg~DzLJEINDKuzK8240
zocZ*^sst*76AwLdDkl}_UCiCyOp}#>r)%sPL@Z?z`$)L1QDMtrs_(lWdp$wGJQZya
z!Qba!Nox!N^;{FOW%%7DzWi+Mcad_>&&|#qpC#i{b~CP{8YaAvMD9+^TJa_1<2D4;
z6VQ0~N|){Uf63i)=C7ttC17&s45B&nE79slz|{CMh?W@D!uJVyjZ~>-gM>LtvUASM
zPtR|4MOyDGQhN`AlKSJYEKA_koqAozne*}3ibkk3Ujdlq*QIU(hQ+xE`v2bdpi6tw
z1hHm9`&%k%vO?}uW#3mo5@M3<yD0i_-wl$?(0oylk>4sKJv$@MpCpX})d?4}Sh(Kw
zcp9NkpNw4u+u4SgeDMCsYi8Hkq#0`j<eg}~yhu$R=k3RHL{7jnIVKtr9YKs1?d*31
z5dNV0&IjSNdxD?eN=IkI;xttzG?EbOAxHE`O9ngMt|R+Ql!UES;AUNzsq+eBsvsxG
zmhF;Vd_2#i5!xFF8sL4zRyhv-6+s{FzlPI)L4HO~?s$@gZA2exn$yjMh_N~qK@;w%
zrqdCYmXWv(7nZtXNfM$bZ^f;mJ2c^*+MCtd&&wT^E3oHdA3hV~o$rr9$V(wXw=pm=
z_(%;W#Tp?IQ-HxwDFqSpp=nX{VSZW}e(++#C}JQ9J0VuAP<4qyW4@9I-k}M1-`aFv
zlsF3M-|<e2C>jPtVfl6F3*#j}7dOy+Jl%XMS=eEBHf?zFE4uk~J;uQ$B6C*9$xXmK
z%%W@VM~U1qX|fCu-t>UB`r~QoAfQfhtLo$2s`3o0J^h+)afodktSN#%+;=T!jzD)u
zx5}C@Has15JkA8>65>eI?l?66sjKW<FWGzyRG2qi*@5Bt7@!GvRXh1t<=rUc$*xr%
zy@ypNMXL~SaX!nT3H2oolC3D|pW7HiK)~DGX7%x<L%)c7qrU(1-jzT|foqecl(l&h
z7$z*pm*OW9c*j0?rtJBDZjKuS<Z=ydL4Pxj*Y7IODW8CMcGbm?-}ml<xIsjm_qBFa
z`snld6ECZQn)ezJT_s7t3wXWHxDVbQ{5pzlD@1oH-vqxoYH4Rz8&Ev`bhvmLSyWu)
z(RBQTlx`9*EK(nUJqf%UPXB9O&xF9^L<$j8n8c1CSCXw4_cQ_qc99y(5Dz85hnBs6
z#`J&q%b#$afRBUEikvmL1D=!L3eoqB@zSN=NURd@R?fQh+xp!b#0`=VljVQ}mL9##
zne|RQ#w0cZIPBNh_fK9_C+=xPTpw-4wF?zks<x`n=YMzKvEZuXF;64n<LI2?R*;aX
z5%EKGZPLzy$>SAM;kbv~6dgb|#T`N_e4>ssT_C+|93N-;<eB?)vrz)?*Ngg%dTZG$
zaf2kpJpOQdWbIX*_SQ%H3UISkAsAU1aK4!~6`Aa1%_rR^;PoAH=^Gy|gsx~rbYqo2
zgnxVjUgytG?moNW3Z%j-B+R~R!-#$In8~oLr=AFS|C>w~5)qWv2u;k>(Shhmpcg<$
z=eRy_4ZKPq-<qvKhq4FB?fDJ+C~=a7oJ!3T@HX$={R3+G#0?VW@|<KsM*3rBwx4rD
z*w~utO&Upva#7~=uhd5WuSn3Wun95NmlNV|;+lZBdBgQ3S`^1QsYVjwBJRtczjGc0
z9{1CTXotBJ(lEzC5)Vd|(47$Tqa@A>BA$wp@LC!u>$Ir2=ty7l4vispMZ}l1oCMsx
zx2VD~PkYSb`0(PfXs3=xjZP_ZS-cG8*PYsZ2K%lkL!l9|k$q%Kq7$9e7I$S#lwiKB
zJ~<){>yzu<LhEypToKkKZUtxM8lgQ>E3oaSU{;Hlcsiz#1PK^2gM@ocI@dC&>RY&5
z$1B6#-)L73O}MLu$tFx1j5?jFjD?p%uaSg%b;4E&(K|YE9GY;iZZrmBmA#Vd80>aE
zjXeRc>YCpBH?JNUH%LO9!`<5Tj%^P7HjN0i9PB006Yze^e5S^_>S#tIVb0t*3UNjp
zrOCj!$jy}oZz}Ocz!L?-ZvNy<+-T4UjlJ|l?jf3c0WevLpbs;UbeSmN6KxuY`Sc|O
zyt|)1aNx@B2)=8CENy8_7+Kw3PZ+Co{8IIyn5PjjmRGsu)Fc5_ysQ-b1z9?;RKx*D
zI&9FDG#qh{p^;0|;RAcpw`SaZwa*@eXY4eR5WllXil7OLB&nGlg(o=kM?)fh<A?Fd
z1ibYJV>8y?fx{(@B*bXhmrr-xCGZaQz4h_yKg9x~5%Ctj9KK=>NsfS5zuoV-3!7p@
zHG%;>ObxUl>-R6Wcp-3~fOkXplZ&o<11p$DKrR=&BcK#zSw~^YiwOee{*OUKNlD^U
z^jZS%qC21Kc*i^(eQHEd&){)#J&+LaYCN$1hjQ&uAVDL#)0UtVt(m;x0FV>#DwewB
zy}6enkx(O|G?T1?LG%fz=g2z64I*x5lH>TtC*b`(?dBiO?SKR-jfl3AMAXJV5_l#{
zMkC^1Y3F^JNk+iyv-6UdHa!RLP$Ob9>tQO%h=9p~Hb__@?AdR6#*GEOP#f>G{L!@3
zx1#F^p?$9nHotz>{`phtH}2+Xgyu|ZjEgTXc3ps_4U^TbAiNNwoS8;6c|}^7E@X1M
z%JEtHMxD>IF{X3k>@xrCpJkqELL6vB^y5}i=<5lX!wQ3l!AxQWRR5WNbvJG90TopU
zhF^M3^6lH=yvh~PVqx+WD6onUJ#XF%mFGTUm4G?qF^G|;%wXyim8ToXcRtN=14I^Y
zz3k_(lM^@`3V%*>6B!{*$WnQbg?^2ds^dH*#I;e$J2c_GZBQsJ4Oe=Q8k%+rVcJwL
zX9J;yDcXPw0q=&Cvk3YyD>gw9tRNnGDo*_VB`^;Nc(qH8AF^gR_O=?KH4Pe%I3xl1
z7-Wrp$4?|sdB;`a2GQhIh#aqTg~>O6mNMazT3DtvqGwfcv?!`e^1yexZk#h^cvL3o
z9o!_!l#rRGbUUA)b1WgKY=s2M^y0PMKC(jNv6!g;|I{%n+@vOGP~WHxl8XTW&lJPe
z2n{oxD~c~+h{O&68fIdgfTt^t8AOr$x6$|TSOgxT=4`01W2(f)*O5JoWjyIzFN$#|
zQ^+vBpBO(7W!%|lXvXg*##t)@jB68XY;9PbLo+LhI=h_jCFLVvjz$e)DxBJ-!I^!c
zdvxx*rimUT!(c^CQ$P{JAJNQlx3yWqPFmpYzpU}<2juHn%k)N8?aFU|hZARwBwX(F
zuMADN>&At4ot_OliO_i(nM?Ah8ex1S@VX63z3a-iaIHimH006{V6gS3%&$T81iX)q
zR7s!M1N0iv3!q(6c{byT9F2%pEX4KHA^{VhH;8D(x)qgkFl2K8Y=wrx*>Zw)X%mXk
z)XIsjksOeEOCP|z6%#8#7iy7rcYy>e(K<T*PFO2E2=1|v9)EJ9eYyoo15g1*SORb6
z>1#fHAp_2mMiSzBX{rL&_wPl=KJ7OW*I+dwZitdJ>9>2>j|1V-YQ&8{@NC8NNg9E;
zq-V5{W-Gl~7LtXt25a&QDQ+{8$rsR&5>SpD3K*~lusULu3Rg~&OHO*eKMsfVGOA*A
zz==}m_0nHTEDwsZ?9hkDrf?q8=vmG@j17*pvT0&k9-NJC!u97InsC4F_C_9N5um<o
zX=$D?JM_%ifjGJoMbd|^o<`imO~;Cb*|E8e;{{Gfl=tH2w(34HKP#_y|Bz=btAi2n
zIL>f7p5<GzdB*lVRJeQ!yY)rTgnPD269#=`!KhJLqUheO#c<|&l4N^_CfvK-RG{~9
z>Dlt44DQdQ74qp;2Y4z3Y*9k|#-CmUO}O*Wr$;*HI+PK?+x$A69&7Ss6N28G#bhml
zCfvIna@s#xnJ4Yp3f)x9(nvzQ!gkt5WLWoq(^0zLV&XoykYFxK5~y<%X3mNRSqeF{
zPMv~5+p-hfONhI;_vpX`_7dXmD9L}GFt`dq8&9P)r;r|7BNU3zh+)ot0RJj@2}m(l
z1W8zWHpMM6o0D<p_lGwrfw~pZ4h8eq{eH6A8F*0+_8nIqi}~xwQ@ulKn14CZ6YwU^
zs(0S}_u3+Iq!3q(rfQHz!kpUMYY|SnOG}WIc@>!>vIzF}n$^XI8z;{mwqC?NjU>dQ
ztcyj^gcuOJDNqqiywR4-+gFpSBl7J_nScER$)ImkPt2q8$L}t8;QQ0Aj*FL=1*>h{
z68qOpn2bQNM#3!6TV`1PQ(;gg@Ln9*_sa9<J`nesFTeAZ`a@^QD{d5A^vjn33lB>V
z#lHsZNZ{@6ed79mzMUL5$Rd?7o(@VeAj<LXHno@6U0N*eEo-`SRQ|wQ;vjEEoxcOd
z#Z?$s%+w58&<S|oc0PLj%Jz9kTvmwtfqc6fZ(?X9{DEJwjJK0tK)`F>ti|ce%Hqhe
zROMT%6ddFmw67Bj@~Y--EWlKvC!hkmxDCS*-jc*I4T-3Wmc=Fffi}sF_jmjBMo(U7
zmLpi5Mv$Ha2st&pMBq|TwfDPy@y=~Ik@%-gxd_j6t)YWpJtG<#ov5Mt{u&q$nL=#}
zj7<nh??iih`Ks68!2<?m<&DkF$;)arD!U+Wbo36^`8_U8y+q!@vg+q-lWA5<c`PS+
z{1a7Ihd#uQ=uh$s&KMT=R$ZnFm#V}z8u8!`iLEKh?`cG{@HDaTS(IGgo>dPD?1?yz
z)@r0>jLyoqLB5R>Si;hJ_wUXDEo(I>7%T{Q{Cdw(yo@5B`Z)@IkF!n`K@*k%y^aSN
zSo+_u|LVTA#}Q`F>3@FRo3{LstWAd|)Fv+3>5IIP$PHYPBp>7t!na7^?fd@1KWEpS
zfqY?wz!~7ZfVC07jbBi^`ulg`1VkZj-av_aJKa>Ldd0Y>5iuSfHHOhn#Chc(oPO1J
zh<a;8v|#PA8b5n>Y;U7pxS^mCu^{Re^;q6*_76MCpq{fr#4X&B)meU-?GHTQT>g_v
zgAe@?6VF9kY4q`cPD^GZkzXU?HV)@l)3xrdHzqe|d^6TFg^26ex><JDB%bbZ(;fI|
zjkrgY{GtOgf;AEvH}NLT=ip&@-)eJ5HF_JDxblybJ9Otoc!9{3b>-iC?ViyOG+nm5
zk#>AjkGSijIDU+~xN>afu#P+*j!YA4xgv|};H(Mxz58D!=*D<xZS~)yMTLNO?&T$K
zzi{f+s12-;g!q@o+J?1%$lBPo@_?&w1x6vT%Oj|TdbAZADKF~yXVVV|sArB)IpUq^
zb6PyRqI6u0=DR$1l>j*bbu=2tK7yT)Ez+JxcuX#%_5@TK$&Y&bjvD@%Q4;4URP)%G
zI=!CB%MwmN?Nm|yjJK>@bKYcJi??~Ox6;x?z{{D?rpDO^?~i-S>s3E^`HA~6*vcJF
zAsPazuEuGg8Fu*<RWnP*T{T=ap;dS9o-?3hITb4HI)Y-&ud=4vRu=dBW9G=G(bJn%
zR$P8`;r+A-%1cyZNi;hv$f;@-n-dB!$(lBOvDkCv`Mn|YAt$VE$aTazu!ZVI;I7}u
z78AzJI|u0=8cB%1qq@QV9u{GZXt`G*cCTZ(TXx&#)-AracuL&UNNAD;*p(;Z|Ak%K
zw!WusF05mWqSEC>FL*n}831kCjg1epXcwhXxMPu%`(Jppr=dD5Yy!nePD~w|5Ch^>
z*3C1>b0gsOT=`I^!QVk+PSzT_e8Zoln~w9*b^5L)^Iyj4o<>}w|MJeOCSF$yY4E@9
zeC>igvoDOhM*obNIj3DU8fUN?ag9FDC&a7D@9VmB*NbPzU8Aoboi?veyGDOrvCq!!
z_6chBZ)n(l@)M;|XwNbFFMK@rx27LVL5VAcxU=opq)D$`{Wvn@ZhrRD+3P;XGtf@d
zkEiN^n3}VwDCwlGZ2P%<=H1<KprMh_aGY@O;9w!AERr-;yCmSjKVP;-!-CW2;0}&L
zlC0qRSB56sUCg)-J+t!rkINF-WZm(4TV6r7N|{a@kK_8Wek=Ri(7viKEGicw<SJRX
zf~pae`aLV+3K*|XBbeWhlBusl&6HvC^<)DHm|Sy%gt>P!QZ%#Dx9f$w{d{lfJ;e6}
z0dE9V-=BdhVH!yYs!#`ir3Lj$z+*r1V9X#*IYUPl#uf9~2y7y90^a!XSKPL{ERNtc
zBIp)Q$dPq6=V<Y9`r<{@%7>hcWKZk(enXqMy7AB^?yAwgwvWEhXz?#GPa|ki3bH0O
zTbc!F7o1fiRt@bu6b_3<!h%e4)}TiHlH8me6o9!LsXdtk{IN33m`Y3&Fk4fDBpGtO
zeKj=UuH7seGlqyT<!AL!SI=yx!>W%-J$T!%F>?bdNv94?xYMTY0f+ux*=Zr4+o<oz
zp$D$01m{s9NqW}5GBn|yPxZN4##X&*l=y4#su5T=HIfj|Mc1JbryWaMcX<V9wL)Bl
z;Yo=MS&fAGN)piyNo0V?&A@xA6lJ!o`4cD3JgfBlxTg_Jrl{(#E_utJXOzDs?rFqj
zZRCxQEIs$W$KV(!B+OdjgOyr<3&<4avol@Zb0Xl?DEsA^J$^(b0*%nYbVpKMnHT*k
z?;h=><5xw0K*jzuH&hw9|A&}s7&?rb@XnPFAU{|mXi=u_)uYw(H69hKsLnBA_`8}H
zs)Vq`mlOzrQ-pxn_Y&&_OxCAC5@I&nF#9!5AkzIBQ@vXwVh*=r&4%80n+<sQ3tANQ
z1()LB^%7i|419vs9P>J+MobpuYb45*Q3dDoj6i`UNM0JycgZj8z{fXs-Qekunj{(t
z^IiD5(H|>qfZ-M-a{}Ju=iN2o*6Nu08cDKl=wBI{aIb9(mDUwm*1)nV<H@J|h^=K`
z6Wcb8Br!hvSB56cLCZopxGLSx?}4XL<fGU9W&9(2pw#&8{ufT$`w6OpC?p}CU~Neu
z84>VuYjte+N;hO0X++Fp61(@S^<$U4V?ReT8VNI)<jhl9AsNxtYk?i;nmd1vA9@H^
z_cekV(cEVdG~qsNIRor(&BgnXIKfI6B7I`W*?EH&R|4t|FUpJat=@BFv{e>eYz~K7
zd{a((07cM;nXu(1M)|rLTT&MMc4%1wuWs`vUa2}C>5>{TcVCO333qGLpQtWUUbZ<g
zN!qu#oj#3#IY2T9?j2y_!s#i3Ce*iBBsU&`T*}h-O)P)u*g@Dayg1;7IpgWcqvkx8
z)}*q62hPu62ex25{NXe*Pp}=3d5r|TbsaB%;ew^-BRkT&a^?s7FON4ZE_M)QS_yyx
z;vg7r)W_N8T-!aI(^tk#BD+ZCp|;b&x&HwkrDn*iyS-6z$2SxM+4|XtRNoRMFPL1b
zH?CwTL<iIDZk2aII6TuxNZ2PD7(f5|T%Srz;oynJm<lz>*)CUhyL>qD50ov4GVW$D
z-Ws(C{B42D0pi+dD=vvsVaFNt@VB{#;$zZpkcGY?HO-t;-Gn%eRlv&8p$Ye8OLU05
zeBrAaB(5ZFgS>-9g>#L-LMb&R!%2kZR|W}pdY&1)K*5z$_Zi5bpw(5Tw{5`piZ^(_
z5#=#JAMW2;NSS$*H{Q=zRm+NEf=6wYUa#mXpHp7Up$T_vtBN42f)Dhdw_^qN!y-Ry
zndQAV0%k*G5IVS!1v!4CNq+_l-%eNNArQmS<a<kjyn2+}(N~bm+?TV+6S*!rv`#!0
z<Q-_>_Y$}#dW7K^1CUdmKKrbTm^_vKlz`e62hPJm{uPneCok$~v~}lG7Zn#3Av6CX
z`kM(556odyE#_<0olhlxr6Jo%<n*95$nE~$8B8!E$y<<Q4l=oIoymiz>4%~uJY@n5
zpv5Mn!T4V>@q5&iIG+b{sy^V)#g~Z(*s7+`pAt|$Qh4CWn-@cIXds@5k|!G)Nq!6c
z&AjB~0n-O&<X+(|B42e%a`7?fLaUR*fat;_R>UWXcyf}U*oQ<(9I=ZmCfP@_BcKdb
zz+#9YY*Z{SZYxu{6}!rq13QgCMvstg$%-hH*%lIj(;~=cgItyb6uqKT&&kpY8y9QU
zGLgw%v~{ss>+Gu%;zeHdil8a1V`LBUQalDxH@M!gY!gCe%`Xcjkics>?BP!<Wg%}`
zBV^Vd#LV(PB8jb*!t%c-aS-q-{*+h$uXWh4Xk?M9b$>n0#(J=AkgcuFqGNU@cqckA
z$zmFF0-kv;M<e0Svc9BDN>U}D3i~o)Z{2cpU*TkR#`M-JmVbqXB8U6lN_`V>Pk6+r
zC<$vvV4)RfMQ0Ejh=BJfXtx>CF~?qu1(0Tl#90Bta<FMM$Uzx%Dlym+z4II1l6asp
zJUETeqD=!V&L{8$f6SlwM-VX4FN5e2vr=PD19=2ud2*W>GzSfnOKp-~$R~x*3&jkY
zcP0JrNEHdF!uoi+^yPu~e^ah^9hnc*7p?m8Ycjcg44=B?bj`ss`L{PZ67%N#Qh#Bs
zw@<`GO&PxQmr;`hyb7OB?!0a`g60|tiCpZY6r+-Ux643Jz-v(EhoRfAz78oqEsu_!
zb!52QonaiI_yp<$;8Mc<_=yBw<-Z#~R&NJxdTB(|WRi!8gn)`(BKw5nnRp56c}WsT
z@N`$Sr}<m0#jEs1;-YOck(a3v@f5xf>Sc@Qa4Q?NxN$M)Yc_;-7wu$;LR0pFNS+Od
z{Y-98iP)!oPp4YE7Zbx+?XAgjSue#_&H7aw^ZHB&zdj>xK-!<{@sVORx40KF;UJZ+
z6Q{DmP}EF4$6+IMY)b>>ymZMZd;7wz5Beu}^en_C2zVPm`04b9B~c$#Bci%A4S}b|
zZd=m)%B$0m(yS5jk8H)?LRv|{JKS{3#m(=-eqJM@BO4fN{~W1{0o>6Eu;CL>39Zm0
z-ap~E>S}JqUeR!NO%S83+#p@^TbaD5ftkuAsU&FvYAp_UNn!!3oh9M$*-D)bjN8o*
za4Y+$6#^y+*dR^SO_NVRDYi1XRY6xvo%~|0;#Sv3^Aar}d_lm>c!P)qOtOjiB48qq
z1_57k$Nw2-rFdGB`^(Xo1YX&l`;Yc+j3juCh$d(S6Kp&vCGZ+`TX=9wm*dD@SBQ9%
zTe%f2`UJdt-~9Ze`*Ls$t`V`8`6^GH5>QePR38`LFv)HrA)t&EP6OF$9iSQ08r=8~
zz`lt-?49=}VG!^ZG#+=$;}!pm8AP;_tovIl<8KIf_gy#b^2*um;s!yBayNm=T1?!X
z+}{saZnp@4yK3$N>yVdK9%sE1HQ6@EI;;fLT^S@YabdwjG0~%}Y{fblCgYJc=WtA%
z<c?B^bppyE53WV(g$b(-t`FRvS2R0gTz1PxNtlIz9{@4d#&?K(8Vn303Bc;Q6B7`R
zM<<vo#?jKl4-{c#e+)<28WD6M3(L@5&;|*-AHV2+{>CRe;M`9kVn%eI;2I(4#KpDc
z^h6!LNIr;8z@#)71e59#vSNcs0E;=z;%-u80;a~0K{WXxB45Ge>uDSbxEm|+STu3N
z86=EAHoEeqcUpq?67qpQ0_G6_gMfjLu;}}<h{t=Fd@lx05b)MKQmxgJ7crAGqRDBu
zAU>`jrICY%1p!s@2C1#RKWKAD{Zh!ZnJQZhJYO@n+}YCxe2;{O&QqG5pP1i}0*R7=
zzo^9r6ayrIy(9r1rO$2oFnpdQC!H4$GPzY*cf@Yx>0=e2NdlWyF_TH`^l@Y=4#?DN
zSrdT^BQOcpaE;(I<c4b{8F^0P^=p7f2~;u56ETB`CCs|bnsow&Vh)qob<>H5isvPX
zFSo-4l*L0L6WhQu;$j82V!w_B5U^zsDY5QXriuFsx0naqC*VE!_Li-)uSdlLjfiXU
zV@!fKX^;r0%j+oIt)HzC=kjbTLX#n{H0o~|0Tn;qN-YvlQVr(dKhFp8wnb+TD|Rr6
zjMxw`H`xp#zLF$9WxYz^b$)pN!s)N$28~9<=4eNbHiTT}6QR&rX4a^5lkcHQ+nT7b
zPglex@X9UzyZ(<GyW)Wfg(TE7Y#hznOES=x`3<7|zC|P^0_ND#AmT<I8#^PMZMG-}
z(O~%2li&#$ztSLjS^9`3HUaf4G2SfV_lft!^piz)^T{(c_-I=<RsyRh^HNTqbXQdz
zCTc`n!iM`Z*czXJck+x@Lp~dUWG9V?QQV4MM3S9g%EI_^E;VHXX)D39y6@DxfSq(p
zSz74J$>e^?^127MTo6#ghBw0E|0E_Baf?<toh2%)5cN!u*}PHXXo4;8@O+1*zphMa
zg4830B*aS?TC8Tbk&+Vd9@%tjuXk^TORW*DET!S62m<EqFoR%HpM}2_6KI$rS!%Hk
za0%2zMHUOs*ou_Q*oi1*0jOW2v)7qxAeS=yAIb1#7LdI&=WdghFp1qsIje72hW2y-
zGNj!<M|YxfbV96wpan&B8p9a-M@bA#fkEl*yg0=m);EKAL)JtUdWiP!Uq&NDz#HQ&
zDz)S<q?l?XQP|EfxbUR%`f1$*cdPe(a!)kq+HK_JYXAmW5HMj3gJ85|5-(kG5yN;W
z<YPeuOt8oxVk@t9v&qg7NaCXNx*m|Hv+{-q)E=7!VmXdL@1yY|;1yq%^~K0*8=*|R
zLK5!goegs^D5IXTJfFsefchldjNypbUokO_t)E>~nekQHKCFtl<+rb{cC7oJJ21K$
zfk35dH9#Mt39Ht6k`{p^i<gQ3S`)&Z2K;8R8BIY!Q>hgKNqoO1_%TRY5D5WO7SAAJ
zKgJ&<XM-gPy#C+R$jNGjSeQoCR!Fp_nM*+J_K~E=+x~;G!fN#eTn4d@_0rBKXZ$h!
zE&`MOrKEIIS)(eGya=ci^zUK@5maFstXq;kvP?wa8j<)820BENxU=LR#m~iVNh6{@
zw~|6KBA~<=WL@2du&ldFq;uK9`8u~`FOvkPw|e%*cI0>xf}+y+BFnBzat80YED3iM
z{Gx8BCOP|*J2x>nc`E@^gCVU>qdArUuPFi6UA~r_avc#Du?e)3hg(?{n2s+qNmKv<
zzAzp4!KyJY4KeCPixi(Bw-9ql8~3wjZX$&tpln@WA<=sn$_Moc7-M1(cMIVP<9F`J
zh9}J%j2Z!7(}*RRt}v6`_Eh4FKoYB>_6J3gEK5ED!Q-Y>_IIP=4eD2;Q@X^W<*8eF
z1YZ#v7?x3Z9D9>$b%1dZWnsfWzK;Yzz&)ZB3%OG}!JHPui;zA34<4*ItI+e6Fwg{4
z@DWiW-kjk=u09&D>j&Sj2-M;iyP5MMbQ%gP9|C@dhP$y;jKBkblkb`MSB)CDuc{Fd
zlfxK@Z<O7;X7T4Mkk_mc@h<ocN!PU`ryc;Y1Pm43N=TxD3ZLS<fKD|f@ZP!qZBe5!
z9^iXqaGyPA^~Y=P_*NNFf0Z^9k4k$Ncz(=D@&$Q5QGyWXHN05cDE4{r76;bHkgTl{
zcRknDK26zA5$Ex+tFN1#bdDqmyjb01VaA@c%bVejoI>=vX_d`A=xY<zaK1f<jWH)@
z{z-95nK&zNTqz4`RY}MEZ17JlvsRV(e0RIfsNWtFJ-JiMm*ZMDEiV3sk0{^H&}Lgc
z#Y@1Od9>+*@@o+F*N9MSMbsh$CaQZN=)AXqFQrS(`~X37HbeIG#yzm;$t1Q@Z56%O
zA8OR(p*K)2szsE<`BKqZ>Q`V<a!SL9y6pejj$Aj=sWPnhf@V_~ngu7^(xFu5oHh<f
z{q(<pI!oXUFIF)8odLK#qmhKzDyMB=LR5IW;=oxq)W!jwLNI#AF%A3|$yU^2J*9&p
zpMW>}fhpM)+al1Z5q*EiexDn3{fupe)hcI89sWM+yl0?NovIHKHJj`ekZYi%bX4!5
z>4vYeiHm4f6HtEHM!n8&q-{AJZOVrtg~xuZ<<PlF0{x;5t6z%5Qkq?aRBD}ody)h4
zrJ(d>mh(5fZdilhh$#I1b~BifJC@Q4kUQmkzP%aqd6|FuzMX@F0gWWws>1FTc^eOk
zwFW##;38{8)MppMN`<vM{8rsi637&iWG&WoYZ-WX47jL}xg`IKEN<=O<iTk_I68Nn
zzyMmzBnD&|=Dg%Bh8d9L@*+Wgv~_1W7p-_fu*xm`r_NaU2TBuYM66~xM!$No*0jYj
zv6RPuAE^rglcj2qQ;$Ct5f7z&+EH=Bv<bIvxkD4~(RwPuSEZwU`W363R!jn~f9}IW
zMWgX?gCs;2bO1r0s}Z7;z^j(O{q*f6aa~v=m=yC#QN|E>N|Fa=F-t!%Lv`U%JIx#)
z11&yGy7UNv8308)6N1WIfyACq=o=I&F!gavyk0_*Sn)bqEMAwb_~+mYB=9!AFsb(M
z+solmQ-z4ZtT=Ycb1Olupm-qUWo_%`7k{tw&u6#`q!AT%^SeRAB~XE7xN7{m$-goE
zSk+n*DFM$M*J(sQRy776CJ5O0`7@19+%%)o7cucX^HLH2_yoM#Cuh$+e;aQ8Yec*t
zNdk|AZQHcF%*Fp8`$HpQ0+U$LInx#6^#q8-S_1D&a(^PGp#)y>E@w9Bwi52IMsx%^
zg=P)`wJVvS&p~Fy)H`B6JuNJOH+FQxGAsT(FK!U=0FOE)mJ0$Zez8Ah5dE-JFSyA*
z0q?!}$G#tuKOk-p!TAgR^E4O)ypQ$`J(AwK1nS@^1jdM#PVpK^x_l`)yzS}h2za}f
zwb**isJ1BEq7YGnNlM^vd;;F@!|T^r`ZX3~jfj&hqs3UCd;(s-eRH#ix53wGM7x{T
zkUOi3&SjWSVkDr}tKhawWo6k`+<dBsB)ft9FSnz*ENR=3OY$y6hbd?~aw4N*CwH`-
z*d>r;)G5Umt)vnOfg~geCb2Kv^4ky?b&V8OaWJ?Sy^%cw8*Fx?H_g#Mc!{n6!B$?C
ztpp}Ar%wG7^E4tp;gOyPu6+VtsnruoRrm)Ztr2mMTcJb;&UP5~-IRiRQgDezBVq-U
zjHnF~0^YX4i=UkS5qv<6h~3=LaVV)zz&lvG_NI~(aKTU`VmG%kkUApZ?K=6|*Q*Ae
zh#5q*lL0yZQz9YYd3AR5Ib%G&NF(APceI~K2&iJEAmQ?*|HQ;b?ug>_J^}CBc9mah
zxezHH8WCG0i5O0kmw-83Gl<y7tysD6(<V3<)`<9kNos>7pMWZUj&otIf?h2yHZVyE
zk_!Rv-fg{KTQwIsK^hT<`HQHokWWC}P{fT^zN+{uVwv2^zOo=8;FWo^`sMfJqRg&F
zRM6D_2b2<c-wnF<%HOZ6A2*12i=7HeM&XQ<Mb``&P<k|ilNu49;CIlv6q*49l0+Ui
zanN)<kq}UxUEn=4K|>dsM?CF=<uAWGbw_uzqiAEPIzDOxrJbWB`b^Fq&RrNKVW%Z%
zrfbLn2pA7{S*^t+Ho)et-*lEA5}o5$h;0};kjy915iqYy7{o1T&aDIwkyRFqJ+ySq
zVfAtmUYOmW@i>z`B|FmKNB-w&MBL8$Vo&$o)6qh%_ypL+@+Hee{V1mz^JN_v_v;GD
z(hah{?bKhVUShX-c20l`eAOpcYY&D^Z08m&IWHf<rL0bL-|mXkIV#qf(JI8cDW;E#
zsmiD<HR=u6`0QOBi(zrr2>7Cqga0wf>*7;)s!o<SVbp@5-(ddVXf`lU;!F7vdA-dr
z`wevZGRZ-1cs886)0%Rt>JNrNlfbJ*W$tRA7=}hfS4ko*1e*!RZ4)_6VpWhu8r-X;
zpPD3tN$k#*17kSm*NDi9k~mqH!ebH{(js6UPB)0~nWQ`kih!E5fm_JpNR-5>z%71`
zk~rI6aV$!rGvSpUeH9byq9pDYO^K4Qbc0)=O;Hjz(DXQyM8_yN9lwdT;>N|MMoFBV
zqu3wqNSh&RkM57Q;&!w<O5&QVWl<6*ZX{lalDHeX`q6E^%kEk>pEilZ9iz_NN`IQ`
z1k^*nIO^q4<X;p}qEl~i05(Bf#N_*+pMrqOe?!$lUIM;}iC$5@Tr<_1Nvt00>o%&u
z$@-Y+bLv+5F^Qcp%tA1&ynnPK6Ajgf*vK-n=lJeyNSvCNm!jjv*K)VT)V17gF`>@i
z>_<D%Q1J$L)RHVI0p<Gy&CzR2LQbWSo~7&9e8691ml9V=Uy8QkhJfEbH7_lrUW>cs
zSrB#ATpO%%0x3a)vn2G;sBEkaD7!12&%mz8RjGCCWTjFo1d@pEV?GMB7hG6$Kk1jR
zeu{~+Iih6)?5<quGf4_{L?B5=b&`_=E!GGov6UCu4S8P&0N#&@?a?oCytzfi1)cNx
zJ4hK`<reo5Uj)>IT%l*?ikMExD~k1}WGg;ho{&I|0RkpGDm5ZiMQwo1M=?*KZjVI+
zYy!>=Kfj?WQQ-9ou1#?aF>Q_oh<;>(2$(mX3?kMg_qT!*!&w{I8sHIojf6sjVh$vS
zQ-$*9;!6p5ZDMb>8@{Mt+-vc@n6YJ4e;iW21GeEU+xh4WfqvC7pNt~`Z_YulL-FU3
zWEOw&?E3F+Xc$+)Ik~ao-4#DoiD;KbROF4{<CY6MPg$IJX+#Ia?kj<g2$+`|4Wgo5
zLdNC^cx>(u+ro-sH`@kV6M<8uuo={dirxgCFk$%x6bUOrYe>eQKzg@K&Q1S&7(fZU
z1$~~~v2QTWR5jvmyGJ&9{H?R6W0R^8we6NktDL#&+6mt32HZK<bN`lkp(9eCfVX7S
z{p%Xu45v^dY9A}^hk{Gs<=-*wm!HnVQK&}rKK3xRLcn`{{EBWPrlOvfMhe@c&e6f~
zIWfHhjZU^83Ex`q5q!qWtpI8yk!8e%dQfoOsZQX^r6nnHaKp@U3FdR%fx!WZU3xfB
zu|-ELw#0<vtFdtml&}<PMTmY;(5%rjU?E;yfBI*(!m{240q;<Ua<5$UEZ&#Yh&Y$c
zJy|g}WjqOj`}>dCPL;y9`vkmo%kHRgXeWwtY9ut<Pb5hujT$MR9)FO)`{%y-Z68^P
z*oH<DZj7qR(Hm0Ecn>Eg8qu?YGOR^kUiWOELq9-oUZMwiRWL5^2Z#rg+qa;y&;&zR
zoi4^p;PpE)WN$%FT;I@$n9jp&T^ZMFS8lK+aSy_kkK2-@PasJM(s3HMZys8<*Ix+O
zX+(5k_W`h&AfR3$MKvpamlV~kGML2jqHUcuddkJKytw-0tjCUx4r_v4u|(FG+;OTP
ze^eP9n;(cLB*gp7xn;{SMd3c}!7pm*WKH0cPp3;8&*HCKrL757s&LNI9h$<r%*ZXs
zDQsO{K*K{o?Idvzl=mWdp99_n%`71=RbfWb#BK}ilR!D@!2}AY(C8_IVsn#47V13e
zhua*nSgXa$*-pKj?SxoV?0zeK2LW|2d%5=Mmd8Y6wkDQ!HzuN@VyV;$0j2VRF&7{4
z!Wp$muj>{1^~fdUH(^Xrn$9xMsVlfq!U4j{a4(!3T7LHgIV30MzIk2iey7Ft5ziGQ
zcLFBFtX?ZC5%I@t*`|?rG!6AzJzW{amr7tRQE<T_X@H%rrMbwzAFH1@N?%g+kwjA#
zj(i!MfO!|&AYtXSL!Y0Urc1UU86e7IBXlhYnB*0MBm{+iz*iA8;ZEJhNh!O8yQln;
zI%rP<uVdDA(^nos(vn7KF5u9CD{YCD7zbG5azszSn_v06euu|4jT=N9V1X>Bzae09
z4-69K%|2q1pQ|PS#4!d2N=zK*XN?b?kUv9GA>h53AM4WRVPr^XgczlRNPj*l%+tUi
zp(5zRT-Yl(8R_y=zHlDwq3gPtXSQ9r6o(%gNr)f$>utYnQXl*A`woA{JdKDW(FKof
ze__+<gstTet}0)Mh>Ebx3Eg)QG-0uHNOFfEBR4x6RY-k2VbH3-z{3eynW=t8VVMkU
zs{^ZfLe%2zTGZwTXu?dKZ<q)q{{I&)>@_YY(JmpbVJ_;Bo)So6*40k61(6VN^GCys
zb~KC@jLkIV+x`ou)>b-~?8zcsOpDQrm~T4wt_b=tOTpLoGIDeB)3I084@$xYOv=L6
zH9T}SzSZ%e(a+zv5=U+tNr;tdDIiv43{3yZ(1g3U)2bi`3d5^^@_tiD$^_I36o?0q
z2xQHQhGdl0dRzp3hzIc#ErKQeo%jO@yfKF#{dVld1LNMKDa~FudhZA<NAn<H*tG_w
zKtsUW@O0{PU#w|?D%A>cADMUkF(sYs65x`6`jY)Rva#QkY3M-%`Zn7rkH`tQc^>%g
zX5dEjC6YG4VA5=Wh9m4B>rguqU7YiA_Gp5S_MQ3(PVpi0wUq{hfH@ztH!b*(S8Rr8
zCGc2nk?8Vt|9J6B@9q;9#d#aBk6Iy+Bq;M>G(zSC^dJCw`cJ$_13!kNLi4Fb0&bF^
z$mKJ>6e1yz<OFp(lUTmoJ)^oIy`EYjpjrtSD6xfku{p4{f8EpM+_#V~)b*|go$sC7
zG!E9~6@iy%Il7m3e$f_J>2hAUBUp<0nn#@y@P_<TZ0MpP*k#?k_=PJ5rdNVT#O_=X
zU$;nIiEThayOJ%O9Y<#at;qd_#A8O3oTI_!WyQ@gaa@x4H&7}90dH6J=Ig${H8pOK
z(9}B-$a=I{pHYKj(*WlF`oyC8Z{jTojU?Pu0sSjO6YkM&c5R+zw8OsiwFJ}=KW>xq
zS^u~2s@27{B51-L+C5dKpO=v?)EhR@KJD#L=a8JNo1Ep+s5j?XZu{p!3m%64!fG&|
zG=+e<bZZbXKRUA<A45EqoFo`&_?9)o>YKB_6yGsPD)B<Voho5**;nB*eR?P`D<>l>
zEx1}n1y@Ap3DGAyAshz7z1KAhw7FLs?ax|cj{OCWcksv%FMmbQg!&V2mY}6a8d0{S
zW-#?eEa4_68hfOV>Hb4LYN*@5v<s}d(GRtPbx!FLVlQR~)|w({!aX)Lg2gW1M{#mq
z>GMz#oT3bN>$Q&*g@7t;gFAz~^E-&S=WI0fuMAD7SFxVOYrR=>WT8zL;uS;_jAJ`A
zp*922vN1wE0Fpm(Z0IBWL6D9F_8Bz&9$J!1`1<t}^NfmkUz&QqH8n%PEAiBlj6RoQ
zgRBvl1bIzP+D28{U=xXsfZ9j}W@_jYL<*UZl70%-013Q#=Qdn@;$CF<&#zE+#_$6d
z!r@WXlKvqU2&hOJLf0>jp0c6+#13&Wjw3zNDiQEf*LA+Na#?J-xROWB$o|{Do|2a4
z=U@w-S1>XoJ3Y_%o2&*Qb+F&$tW60)c^VkH=%N{1hAFW%q^InZP150`XnnMmv<{c_
zDIwUWqhYU3-l5oK9q);IJu}bjd|H=#AR6cW!K;S<694nfyW^fl+@i7E?PA?662$59
z7wH{2E;2#&w0qv1RJA5NB#pSQr#LbYv)I5{4R=VODKf)HCa7jcx0XyEyosm^`gS5^
zBB0!|;K}hSZpC)$9-Y6VzK&WUI`_5&_&S%I5E<-#hg-CZnwf+e0r@~8pM(JwyP^y@
zUo93g11ZD+0W-N&aOgOl-4DVD^MmYa3fT=IrwAh4q!Bl!qF+b#G=dg$Fc0`%*>h4k
zWfCN3Lh3k#2}o#inH!@D?X|&p3IZyV880GmZgcUtD3jbr3@X*KsMy(I4u<>+dAt|P
z7+*mACLF9gVf`18H8wk4nrp;9P*6EIQT@(CF=GgLdulwt{^-qkC`cm-aT7)kx_&ba
zAOVv;ZV+)Db3T<w2$+}q3?fv0KC5<4=s=9*R$$*$xkAU85+!+D=rqPB;B|W-@oViy
zh-hg<WXM+ha|VEffcN%|gC6^%b4J`C`kF#*n!N<P``;S)$@FX-Cu&4*h3!OQ7wZEZ
z75yNlljli4gFD+`s(S}^_qGxV0do)EAi6r7C1JT>@1POEwcPv>;8X&y($7CPIQ@MT
z+0%$F4q$n44!IVoy_P(<$>#ly?bLN3)!lSU;u=8}3tUWJM<7X(x)XoqjslCD*v~s7
zs~C<sz*LhNbTXwIvn$z}5L`A?nuu-D@f(Gcy}|Baz)qsm;^2&9jN{l3wwdXAwwY-s
z<}!&L0jE=pz*1U}7r_3BFWDT}`Yb1=^c+{LE{^#$5?b{GPG6ufd2|}5oQ>uQcsKnp
zdQF>>xD26@gsb#^zpiz1wjvc;BZVpbcUtMcD^%%&2MX#+K`N;Q0j0=6OQ%XAS`ydN
zJ;GDRrUSXll&W!PRn)z<t1bgrC&M}N$EdUhlYU?HC*I`+*{)>9Ti1xb<!f0_cK(^b
z?u*^)hEa8O*X)?IX#sECooPLzbA;ImO5K@hOcIE*iDJC)rqI9;NOJypN2SQ@ats6H
zC4E;}mTMWeSi}e@a=#%htt*(^=5O&10B3C)5nnKg6|ZYBQlz~6pG#oW2&m`X@N5&m
z^M=Hf>QR!Nb?(18rvk3>Xhbw)soRcR70i{%x-uC=0`HvT!<sc*1t(7<__`Lf=4Fsy
zGcB6itG6lYtmv(nTVs%ida5?|Q)8l91sVar7kwQ8&%3bMk+p3)#tkAGN|J!*?8>M|
zRHvMAEUX@L;35IO?h!IrW$6=NmIljzmVQ9MOI>+OxxatGBBT+~hdVt&<OIxp4}*wl
zQ7h@{dLf21pzC4FXpf*p;igeEpb;YAnOA-_k`N_fGU4G^HFgdTA&Q~&<y0U`G>C4U
z`a}!Sgg6x6Vi>V4x#dzcuo%Gm<ByDIo9x4j-F+4|yXA=kld&yPcQK!XE%FI?UGwiN
zd+^We5OGw97>&N68I)Nkfp=ZXGb>BXLIGBdh+RB=?T4^Z2gcN02K2K~sszFJF})0&
z1GWVLuk2@~JH7Kbyji}Tb5>k*X6tN^0bOgOYFEu6!4ps~1!IL{6Npy2a4VKw$2yCP
znPd~$ECOmLfXA#?KKyjkS+9K?`!D6m)iPi`0>{TFY||I?!_-x+jZkx+fOqeXMq_(4
z!8IU_h}FD+JV)#j@LFC{=Z9}P!n5Q!0g4o~<1boIBm~TrM)d^YQ6xx0)k6DTclMqZ
z_23)_Mzm*=%4m#BD)IeNTpQ!W9@xoBvZFv{k-613ml$0vCGKUmJdSs$8^@ve7lBFt
zVH(D1(H8Gsb<LJ3V-e-ih^R%n9t<tHD^&|tQp=Zfb>A)0q;ogCw6;51owwvPiofro
ziSRj1$ZvRgOeK*La6>3UU0O*Y5(3I834{_vDYgQ3b#m^th|)|FZ6#>G)%A@T@Bn-Q
zUe0~(YG+Qzc~spe&)=UqB0Vmgq%}8R+DTe-ERt|880es*y%FPNfb;fdr{3r6jETG0
zmf4x%t|j*{2?>^^>rNggfsRK#xD|2|=-gJuoLcRjCC1J2a-M-T#j#($uE&t`M!>*1
zMUS|y%9nwg(JH0d#)AKM!&MJ#{N+TTK<hLJB&6zQ88CMX56DF`;M#prwf%cvO-5>)
zM#Ohf66Y0TahOT$7`ZoJevFdvgb9`*ch*(c_i*a}nA9GPh$Xy$?;~X(pwg0pE6j^b
zVhtR>CXQW%p1k5^Cb3_ngW;ZjXWK0_<myX%*dz>qJ-~Nku?M662DkD_Oc~p~6iAZ0
zvi245MQT@O`7-M#`*NG<h*y%wA#g?R&xGFkHv@QW+JDe*^pT6>USdqgAtUEyk(uJw
z!G~@=j-^99O{U>s)mWuTKcdL%wD*=gesQ~uNXXTuJZ0cj;QaJ#f09b-i){P?t{@L;
zVAZ1YC;9NuLts!;VfWg8AWzglO06a*&reik@}lhBS*IikIYWVsY`&kLUC8&)O3%x^
zb7jJOPX}6&I8GP%es>G#=sl}IAZl6|gMs|QsK9ymgSE$7yR=mGeY<dutC56o7P#lT
zjq<i$1R9Nqtt>S=N1Sm8Gi6mFYr<H(wVa<mQXj&ELwV9d2hDWgJ8|&C(;;fg12o}o
z?Rl$xD={JpzXL791U#=pzxJIMAe&qx2^EYBWHmVBsS_RN(~uKTx&0e;GNdg0^8rmU
zdLBj`EhQ(t4a_<BkuXJNI?3ZiekVI*_7=md!{58A*>Kzf(})VM1$GEL7W-{phpJ`l
z_aZI`sIWS!LbKa-dR)BBBO3J{;Ha`y+8PsgGcR`XITgLb(znNMW77p@i%GGG4#70Y
z#3$g5?cDW(!B4bC+*u(>l3%{9@?OQfpPI)#jX+>@T~}<UA^0S!neM*0A8&N+9N^Fl
z)<%t>#g|F?QW_sHxt-Ilm%oll>~wIpg)mF)Nzv&3uJ}Ak?yL=ALE1!xK$dbuh=GaY
zteuJf@XSYHJ!a>Q&r$`kB0c&i8sUQoc-=m4mr?t4_=p-ID@S>mep`&HdXOlPzjQ2T
zb@z*>pwfg!bc)lNCGa-{yv)Yc->La9t~Y7K4X?X*{ue;HSW)eUjHg0i@9oB`-O*HW
zxiK_U1XNT#=ysmPOLuf(nWO_DlM20N67aR5WxYs7YiL1z6(0@OZKkd+m1BzMK%|nK
z9^?{J@HZg0FB52=%@&53%+oc>V}JoMlv}Z7(48uG;&Yx)(N+Rq3clnSUvXN{)KS)Y
znu-LHY-OC&IUb~-v;7KpYNN|$|D=(^R-oWe(<6?Mk>$np7@J4|`2RzH5_qeo9D4PZ
zClRgE2nLDftUn!lN0Gx5cRqa`0aH%PAey`j#oqHJxvVq7#YT9ZBWF<~q6;%%>%)Kf
zL*r#<yo>`Ojfjcd3SD^OTTiR9^FQi;Blf`>5q(Z+P%ucH$oj7%vvw|gMF?gweFgzH
zb5v}XvJ1RPqL+T-1E9q!#1b7iiWc0W)e^^|2`8k-qY+Rf;appF%&3?H{=vHK$ZdtH
z-iAor6+j(B+Lg?)6Jc{`V|3Xtg8D7jh&>cnKpYaN!1Qsw0v|{ANLxA3fs}8j7A6Er
zApy=N{FFlimP1#d&gr|W-cCqBZv#yFzbNFeDL9W_V6V%ni*qSFEG@fSiNf8kL5QOG
z1iXUzUHjE(eFfgfR)}6a<h4y@QT$9;7YV!*r8{1+J`+<^BbajqB>H_Mz1yUmeLAF<
zz&owd-Ict<mm#x3A)+K3#ulXh1k@gIx4xRPn>JO_q)nh^uVQ0lhvGjgOYq^}h_d)C
zp9O;iye&)i9Gm{^*tkK=_h--t@!7opZ#w7+crWaJ^!t8)T^l!u8+_e<r{DDYNkikF
zMnq{A%PLqgpMY29iS<jjyc$E5AceT`BPV79vCM$H{8xxCm16KZHiA9@Z<QE$&sTrL
za%m*26?O|CPT>yzfPjrpz<c%Mnx*@l)<13#5)Gy|-UkE}Yk?u6`~bd90`KrA-%spR
z4XH#L5zjEmLU8O8@N#-zoptnLTnW*L8<*zquB+dUs7t$G>CC)W0-a7rD=;sqXqfjY
zJniP_r5`s;acP<O`ioSSfH$%9giqhg!sFr^L5tGIe}Gz?6J4m?1<|SG;zU#n6Sh24
z$o6wg(pz}H<$nYYB=Gta-+%O{F=>eED};nCoz{jl-k<R@R0MsP1#1NgH<^BE8W#dy
z`F&lN?s^f|oi&mW1#omAX?tqzR6f>X{0$l)MlyK{4GaM{>qp=IiFyRVvFpLJ-L~Qm
zZxt12B^9K6_aq0zV|hWgSD>84VBzdS$~{|m^oaP+F;63ci}M67Qt2SPjmA&sjx4*5
zae|C40F(avG>9tE#|pqvweTR?EnL1x&&kU+*G3}dEKuO`C(pZk`3YRx)<|Mead96_
z(KAV4H)1|uP;Eg>O=jrB99T6f7>l>ORpw?yiK!%~Pr&<e#F?9G--t6MjU>ch_;B=C
zkMx3om%8lzNB4h)>?)1uV~@VXAOWR1fw+QDk1CWW5&|YlZ4jXzRj><%vmj$E<hnwK
zx8jQAnih13ev~V3;Cy3uO8SLmX5!FNBjRfrIrSd{OA>g~e_r-X$+ajFsgbZetr?EK
z&>k65zxZ)9Nx-}9((_X1eK;A9Vk*R(_t{nHtCPc0dKD9KPa`_1$~y5}Ec}m{I!XH@
zrgnXNfrM_6s0VEkY2ue{@xGdqF*R}Os2A>8f+HS{XxGY?PB_xB`0Ksr<5rtSL<I;O
zI$%#xpKtQZtxs3LrDu(ZJ0(fLS?BWzl;6?_^mrDC{24Tp-UYj`@oj0XBH%TBd`s+b
zS;S5?qR%1et_@$f;fBzuM$qDeqzXr<#eQ;T1di(mmx*s)nTue%M#L00aaP0J&Fh<R
zsqm$igq3iyUY?Nrxt?1|r3pd6WNH}%e6_|e{Eig%{hPn^i+1<{0k6w_yBFP-7#=qW
z)VeJ-wt#>#F;nQP37C7!20`mFd@Dbjs5Y{8WH^-mnJ$$oACKKevrb+|SL8AVO~C6T
z&#qCnL?dWjlCOtPqPNMGoS*lCk=2MMFD?0%Iv_0h+V>~@Td~|xjF>_+`G%yebCF!s
zt<gwf#U_HA@PE-1G|A?J@C$-?8b~8edFL-S6OUi<A*Kx!xQAk^dGlZ^lIY`2d(OE=
zk_3{xfA0V5lecchJEj`ZdEmpLn?3>a;;}&lzs%&XI0qyIJpba!3x}-g5jThqJzhfg
ziGU|=uX^mehS&pZL^w%1yeI{N`l66kIVi^e5WrMVTFX2<0!H5r0!cTbxhNB(m99yg
zfISS?r{bDihG!jeouFY-HZ-}capI8kIUjDrX+)FD_h=n*j#VDkLCeFmX_36kH*+0w
z4qW3UA&qGA-B^b7Jh7kZ>`p~3>GcHc<E!I3#;>^_wpt^LRH%d&HZhQ`*{jeqpMZCJ
z=FFByT0=E7qTCz58z~q8@14bGR@t@}Df}AIE&dEIM~9YdF~4N{6X~x~{Yvo(`>U71
zx%LToqt^a5x$5cI9B2fs%L@C0$-01o>}D#NFak+jfU*@Ni4EPeX<emF>#CTj%myTd
zS|N}mMNL(Q!;+!uZ|Fzd&1>$u@|h)Jjle6V8WA1vOR#H6bP}Y^hOEeEsx~U&#!Ig+
zAzQKRI?gV%WExG~KS@T9a*NT2zH!pPFMjVQ9i)RdPM2H8<hH&8Z(4#m$YofmY*yB7
zuOHZuI}U4}M$qC?>iZo?R<A9aNOlC==%OZ<nyi*0JKr6{qRH<Mv~I7kIx!bb{wG;~
z)w(5jQxA5r1ngqWEe8C`uybb1FJ$Fp=8gAtiHN9c_Sh=On1FZtOBox6beV)%r4Zwq
z4Z&93C*bv)+;jB<7v!TJjY3@4j6-BtxHKZ}!yLk@M90E>Hhj^eT{9bAjF`PfL?a%&
zZ4^@=;GOgMgpqA8#SGJk>##Ti5EY}lUq|ZVZWt6OyH!({L<Mq>RtGNxye~&yTkVZ~
zeGx}hh^Q&qm2q1MOnEMYxEn6cY{6os5wVpwTy_WLj=B@+blFue@{S_4BjD94H~6f6
zhf!ckBjN?t9s5*qkM*zIR;vuM*fgRO7Dth}BVcZw8l<pzX>j3m;-!ue&@~Z0qIpNa
z6aX}c_=JOmc4|7tF|6wLW{01bo|obKNq2U_T6=vAY0e`lJRyT9&yan%i`A$I`ojA!
zVrQ9-!SM-rXTMu|@UtFX6xB#VG-Zvl1rnXWsA$F{b;)25Fn3N2BAPSF&-egAz$+NE
z=)7qk;GF}Fh!#xp0kuLvg>P{enFG2%#zaddvFfs6*3@>Z7sJ!lNa5d~>3hB^L=>?!
z@_Gs1G11vao<<U)Cs@I}wD(Z-uMAD$eWqvU6sSi}qkYQP_vAY}?5iNJNh1lJB3cAZ
zxX&i`?q{B#nU$08kMau(Bglgu0;=daJQ1#bUI`hlPH_odOaeiET`%!jn$-l9<A(}r
z><a!bCLWV+QNRefYoa4nC%+Ji|1ef=v7S0o%TNaWfPh(x4H6cJJ<AxCE5@WJA9ues
zhE@Xa-XWbIx$PUA?P?^Uf~tXM@A<JZ+~U%Rcpg>)s<DVH1_AZ<CW0>f2<Pv5^Dj?(
z`N;QV%WGe%^;}y#jjRy0Cl^(y6$0MF$IrZW>HuV{YD8r6W_B@=5Kv!@{UiG%pP2+(
zOTt@4q&8?o%;Z+=3d7cGv3BjSYaS0_<BPUZM+DST`H@~TKZ>~zPwy$#e$Sfzn5G(8
zq)e7{Paa{DWjp0{B5;`=<XdO~rbj=;Tqb{+tUUoQ|E5<uXFS$EZV-{lB$bJrfH&x`
zGFLr5^t8A^L{t1_Xf1WuuNl0=S+B*7GF-{Rh_W7VY(zWO^mm|=f`EEk7CUu*WEQE!
zcVJ%tUTomz&SmFaJ!%*-a5N%R9^>_-=>*jMMSKz8Xq1_>%jtWigSaQ^aJj6{=Y=Yj
z#*u&u#(brtGN_=<VK*^}Bu&8McM8vp8$_twy}r~l0dt^c5K)37F;?xg5i{0IoX$qO
zG}(0m=5=L*h%cgF#AYXWKKBcM(GcQ=fVrn_kgx@)*JWgZpPk>*&#5;iD}QuuX1(!#
zj>z&_^&gv+(<f^pYHkI5Eq=QM@kEVKJXdDq4ae|_c+@x3WQIQ6d4p4Qe(8j8_dS+(
zoBhKMm{5%*+*>I6SB56sWy8X{99WPgCJsr@F393ut;X~2192aXB*aBLRw<-61WXBe
zgSd?SIO>NxpZ|NW&DIPvX5IZuvU7Ery#W(@^||z#;PuwPU}&3Wj9U`E9GY;aw&+o~
zU{{g-@<r%%F_kH>4hP!GN?3U~G|_&eS~n(dT!zSRl?$y)%gq}#8hL@)Sv30AiPSGP
zo2Q$x4ktHY!Cj@3Ld~HjjDtqPtTl2JM6u>&<%c=58scmv6XLn3-E?Te-MaHIZG5`O
z@pHVqR)ml!o+EW5psE|eHgY<0b+{z6*nZj}aP&>6gF|bCR==Kl@3G&o!PbboBCyTG
z364g>Y`1WvW!X*}1;c`pk!fQJ@^My_8J^25j~O~GVg|J6Yc`Vh6C9dQ=VCjJeo4O`
z78k!OfOli($9`G=6UrZ~xuMI=i&9rWEN{aGhL$+}UYME9;(bUIB<o4K1k~XZ5+Xm}
z|Ix8=P0Pl`yWEPk@LPX+c;s!VID0vK@x@Jtu526^A95>}gwGqwqm<<FnoF9jJTtCc
z0{eXxKA+rq-RuK_7rh&BD^|6xI&i<3)C4J>i<{=$zNj2tEn3UGSa$ioA-pM0Nv}jl
z)LTj^%On~`TjWR?p1oK(_u40xZNb&0_1xloQ1WJ&JvSVjZ7nvr_pHuWQH$fEEv6DV
z0q^9zmq&E%jo@F6Uow!XcLrWF;uh^^EFJpkz%xhTe(q`WTaQfbiQ}GDXb)1i@tALG
zJ^A6k6Klo28D-|(f6>qN;-U}FZmX}2dfYkxnhoIV<g*Xg`tY;!;`#>bR8aC|{e$)Y
zH)UFJyf{_*)jd1!oj!nAe~Er8rLKfwZOW9DUvIiuR6#-Fm0j*Xd8|rYe2gy&DU8YZ
zKT-MU`mYo1<KojOiLS|HN};3Et7sh$c50nPU4g}0aeMwt{sN4^XVDhTMK*mRD!z!4
z80FElVn>vOPyG;*({Wz0D@wAj?V~R=S`2TU59DwwdUuq>+z;2EDZYu4=-=2EmkvZp
z*cAXTI`SyKi<0nZ4@mUZ5n}X7jC(<;71^rYg2v-+dAuS5p*45@96$8X$(Z;)+M?Ml
zaV{gu8UGL^VH<-^^*D<oQ4%(Nkdbaq{2V3GdmR-%IuH}bq9ppeJ+APGZThcK5_9K+
zD~qF*-=ZYu96^Wt#UD|UirY_Ku=!COt!~{ovh;-~|B8t}qa<e3HB+KJlkCGkd>6))
z(BX)FRm_a2;TcwaOzOeg5QO5X3p;r}w_<G*ha_<N+U~l0KChczCa#OJ+ej%#)36AA
zd8~vtGgcGxi#xI-oqzo~<yQZO+m`IkV3vNyBz7Y6Y6mB+>|2lYe`pL^`7%oK;hvF)
zuV|0>U7rn0CpRfkIxcoHiM82$F{*69X76JX`$ZgwK_yjw7U0~tI1ugV*W0(<_(KY|
zC9SV5|5=TUQgNYPF|!@%1y}9GP%-a&Zbe!Q0-m`T_2AoEw$8r3d|dnxCE@Mb7rHcG
zvA8(GB-Zf0c<si)bw)xN_%aD5NoO7-E4sty-~DR$r}5EQx38|!dc+lRQGr{r1HjKf
z;EOK0^SO?9%<B{v6`7<7mR&)>n^*q9=~sP+9PMg3fA+d;($#TsIm|9BskM7|%s=u?
z&mK5de7)E$U%WKz{J1DqB4TXK3>cfgC-LD~_2c3~X4i^tP2%YuH{F5QTczyNdUUxZ
zl`Q<}XeVTB_u;Qtk6R9V_|r;Ru<&c=<bL1v!e+Rs%PrckyXCIi|5vuo3B9do5*JkG
zAFNw3wk`Pkt;-*R8^j{V`W53=Qm7*W>NmI<#_~KI6E(OMOJYuEbyk@;he<k7D+Iim
z`*Yj=wx}k8P49nl>AYKe#KjI4qaCjXXKtu6az8Q${(f}mg2nHq#Pt<ZE2FN92R!oe
zKFp~$op(?8^qhEHbVK8zWlftHukLBnpS<Mb7IASN^Rkb4A>b8Xx8t2@Q_;$v6IV9u
z_<q;8xHQ^|*=<$%@{cY%AAzmu$t1QFy_|aof4-pH_D3?~;uv>i<zm(;Qv-%dEP!1b
zWbS@Xt&1Lg3=ejUJbg_1=Du~~;y9DMN$e8vPTpUq{ha5J&9}4K3v0i*y&Wk=C)$?E
zjv6vwc1YRYV`lLD`a33m=N7FP`2Yl4{Zi|%T>aQRXH$#asYPiHREzdA`hQa+C#x0Q
zIelOX^2><)3N)<OFH5cuj!pCz<oydLXFCZCx4TX4<#m@HrSr9c(a%dIX%H|EVXBwb
zU>nrKgNuoTfLhM*z(>W6m(qDcT-<>6LRzA02-(<jNmfTI$6@7O{^TPct-RW|d9%CU
zY#kT9(KuS!M;#IHZkc{jc7yiVt~|2o)?V-43`L?eKag14z>mbED5+j|#8*tRoLV8^
z4L|Ydv+dTQ&~2k74R&P?z5os)ejH+#?@3?|>RVf)UzEfweH_h2<f(s@#O$0dm@sxt
z#=VDPVqlcScn!K@int<5V(d3pe!}aVS4K%V?*y(mM;Ku;u8NZAO{z@<ye3Lwd~1F7
zE`~WI%?{u3;u+{j*K8KoMM+FY%r|cCr$tGOej5vy9wqtmpLcdHy%Kv7o?TdDGomEC
z5P=utlVwFo_>~(tTsl-LyeNqgopIazD2aZoR8^M3ZsCR~iSg`4*4o$WuStK##F!|_
zsJ?4zdE4;zsd3wKqa@NGjm2r`zUHfbn{zG<@{Lgvqc5hFyeNrT`po0A1yK@qxKISv
zob-&3k{I3P@x(Be<#}W+!>@kY)VF@e7-<JulxGsV#PE%7xJt}R2{L?tM{SKY0X(O$
zI_ir@Vj}Zp=QmfTgA4cQKWVj^Z-+an9u{2$N<I~M{f7T-?v;m}@qhPZe^lqlCDiH7
zCGlHnG97Dc5`d>Y_0H<jWv_~hv-mUSQ;P&VzvqaN-(1=d8`IghrJdKiO<bJKB-WkN
zPnp}t9I8a+rO#_r(d)m-@J=s>KBT-9UoVh}C*b+l{PED8huXxw0~@Nm{ltT9<Dy!$
zMK1S&-7pUlHh?vvB)U$&4c6CU5-AJ<>d|-{>gh+iL|rDa1EW*VRJq+>V&VfZ4wFf~
z20I*gEPZ}R+I3Y?aOjK2Zo0Zk?YKyZ^1^R*LK{X*X!v2?&2bu-uSfvN*EPNRnQfdH
z5M^DPA(dDIEv2;b(3&ysp%1(Y7vR)w<`cIJsNQsNTr`gIrKA3)Fd_J&+gl-pu|utI
z?0bX%o^timSEG($0#XRALL8ldmhuw_<>^byB9d1~i){S=jd|MR2YJOPxzrK@UP{H(
zYW_DUxx~h+BDG#MN^ZxOT}>=zTA&~wL}wqt`C#`^^?v)Jd5bsT7q`Bw;JJd;&8YPT
z(bg^b)MwJayS5vA8{R!vjO*CnY*GyZUibMAHdw#DQ{3yEJ#5B~de|6TTuBP-IU*t8
z`AsXXX?#DfpK%NbWmuZ?C|MmeuXpq2twdb3WD@IV>8eZKZI8S@rfFMj-daaV_&p-{
z2c~S#T6|k*@z+IkjJ!lUZpDrOFF9z1-w4A#=4O0Fs1@`6f_6$pOU!DJSikAzf>m7y
zJ&536`P*NA{Guy+$3=%|N3+Y$dZ_mgI4HUI&Cfr&F9-YHK}=$Ymv1j3#ZUWK;@1+g
zqg0YE0W)j8QmY>Cd;5(gX-K!Aosb6D7I~3*A1kXQhmGyPtXmTEq?mcTW<3w79WU({
z*{9ap@M(wTORowl5?_k=lG$_rkQJ;{A@Uh!^Q80AL`N2ey<mRwwvq4N@eq7Fwq-Dy
zxAMSPzBnj^a1Z;<Ct{)_f1Tya7|rwU9p2-mT_cIF`rwBBOl7HUi!1{iLh=Zp#m?NK
zwHcaYul|OE{a4o>kNqf<*jBdvwf>8F*97i3h%QWGrEWZZ9YhzgD2Z`-UL90s|Jgmy
zCDt!45gBT$$gF}0y$t?x$Unm>cfkfP+9GdWa3sx9E4(q^J<9rZHNL;}$Sp`TGLO2Y
zGKuX-KNY52RBWGnFo~7=fj-6OWPFC@fma&@x~Z%HW{ef%!`t6p_3<q1{1>!u^UI1x
z)#&Rki+-K82mDkAHlBR+i)lJII(s;rh=hwq9ext8HLM;NL!u<S$;SG~RTbcXU(F=;
z>poa7PCK_Wrm24ET3i;Dk<P(VFQUnpc88HpNexgsWrbn<2_0?1myU>%+bqcG-~QVA
zrzO}KE$u%1`aPX$l3?y8aw$92I$2saxBD7?eNn|nuvnMf&~NQ?Q=}XhMq9U^_jD{L
zb8Q@98-6trl^yy;$JdzNK|f#q?c_@kTI(N`K=bbNzyGQ;PF>&36QATR%8!eIOk%&<
zyse@`JYsOP6?00#n+Hs`tD+=&oYZ21hZV1366;3t-WQs2)5s^9?P)(KE`~*U;Y%Di
zG1+(83wt;8`!^=8i;^_zw(#JVE*SQUrj1xU`&BGSX;G4o_6<Ff-a2T&)0spLI{}ZC
z2P(*GAK1-c607&TBw?D4IPF;4y2~rXMHZ9Tb(qD0V~?Is-_`K5_iB>{Ttch7%!GL8
zOgWQMNCODisGv3&irmjE0g`8<<Q%R1T8IDkknbv659*h6;|O>Yv#Xx@(J_?M_}|Qt
zPtRT3hM3uaHsx~UMlkfY)m)$uK7XDaurhB}zx<wDDEP*03&(Y-(>}haxcG!xl%J#&
z+%Byjza-8ru?^QP$6R^#j?&jOLUq3AoMnpyKc`z_|GEj2DF7S&YJHE#@}-_3OC>oH
z@cy}T?fBB?ppHGiIf|{p4b1vIBu4_?_$wMVd~99oxcBBIt$RKBSI@W@!z6ZsnJ{ku
zi*M;DzJ`;U$0SxubQuvZt<!6VmUrxiZAwKsrnVJcx1npiGef+1GFXHGwd|T;Rheg=
z8FkIYI0hUVHFr8J<W)Q4+6wWXj!}81bI?`DP+7l!=B=Op_We0X7`nUD4M*Q;1{+(z
ztXnfYzisEApKXR~n6EstX5cS}`@(Z8Df!w*VkF?z+`IYDyxOghQ#5LF-*y7w$~&2L
zaL47xy%+bq(e|6?aYg%^-&g(h>9p=~;bfYdg_!rih{@c|tynP{Z)s_p54v=j*)lH1
zGrRVS__P)?>F!Uryz=rq4CzEBvD)~>851vmKO3Igw`U%>^1G2}WfTua3b9MT9F?iv
z9*$`e+=`vmd?Nv7^|mHmCrq!|fo92QlC*3^>9lRJ=d8^yy|o0MHs9rxZvXXBa{Hy`
zfSNPFus6D$8L%WA0fvcNHDcA!&O;H@pUfnw^ce)auG4odng4RBxC#<?h>LsiW9XD^
zW#-YQ3(BuS9H7IX%Q7nVf-vsnRxInr#LZuref1UB$S=LQM4?~G1|0DTon|WT;TEl~
z>y4H7`cDTJow@SfxR@IKI-U-&tDHmvyLx~0>-1edFEQ=i>uaBnlLWd0j<2(<8=os>
z@pC(`8`6^osi1JF8)rf5BFHBcPOhIvHJfmdC!*w*8FS{YV^SceCznEY)sBpw<SK;{
z>-NJ@A?bIJ%_9P0dX&Tz-{bjEj3n?H@t8_l;;1Pfg+uJ!m-d?V_1DL7#1S>UyU(3+
z+f8R6p27t{u-lsv9T^r3R8wz>#VjVVE8glQQ>*UWjY)X-@+Yqua}9QTbYT^PXGtpk
zwP;q&udvLI8TRw^NA|-jacX^-SeV`>i~FINXvON9DfMc+k|((%YY;ZRFsb(M+p!_!
zg$KLfr<lZ=6^=9EVC$LFH`l*>Gfp0!VG=1u0$zo;D-N7>16sLY#NRtQ41))}fJstF
z(ge(13eS6})N}W?%!9+u(zWJRpBAc66wbaLz+d8vEHB!P@HRfP`uW}OV(m-iRxB@K
zV9N$mKg0m=@&(&K_w~?<RWEaBqt_-ef=O&gW?|!HyE5E<Cb3_{<_URJ`s`cOtrY1<
z-%wIVVkgM^c(?>a@&d`_o@nyrEjbk`?K*;$ed64Ib~V5JEK*oWE+6`Ph{>%p%)<*k
zn)2?dJJ0yHL0mk9w(+G_80MDow~empT5THAbe@k6jP|2Etx)0-mb(2?7Sqm{ci+Kl
z4`g;lX38|~$cofNK+Q4hqG(4Zu&_ryOMz8>36s$4E<!%>qBC8+(yM+idHlWW;$jwe
zWO*@Z6gpW#^okDe>kl<*^3WUD*6KJH&3g!sb8XbTx2)^hab7iC#XM^@LiWp|teY_6
z)9qe4x}*sL+@D6Zfj61k^<EnL#D!7TO&Yb1tbnhj=*qtmdLybumB&;+)En$@^4DWD
zN+o5ctQd;Ww8x4M-*t8OgB$1XJQ7bV;`$)+jXLopk7`*G_I%)8iF-TURHr&z&DxZA
zH0MZMKkJc--%1@ao|O02nQborB4-pSWHEfXs7SVZ2zrIK*|Fi>{R*8cw}L#dazrj`
zYW>3G);#gy267{A$!yxI!QmH81kRF}IO%JX9xHv~$~kf2RF~5iM7<ko%>Jsztf_HP
zmcupWAzH3Zz!L@GW{qe!-LlSOvoYpXK5@MLfcy!O>Ye90X?`+)6EAeOLh(jQ?3+wm
z76RtwaDya74IbMfXu@Mlbw!Za*Qpeg;~;=H<d5^_pR)<~MSuHp)@fc-ABlZ0qpy%v
z<9G*(xAKMhO)+t>B$E(p^3JZ-aBtk%ucdCg1s-B4q!*!;Wi(3YNMGwkE`UgM?sV-O
z1ftqANe4<qqRYDK+zQs7H}9QjOOu8M{Mpn>CYvd{mN8$;_0<5pb-ja0?DZtA;dVcI
zNRs%!(exmo(*JP&UAyG?A!~-ilBpLCUnLR(Uca|<D%JP_H450V!``V9%l%D!nIPb;
zdGeE|-unP&wQJv4J@tRT!epM!Bvitc>$s-&YJBaE{y4r^QT&OM6&@ZQ)&xPdvoSQ2
zK`()~yv#HI*4;cP?hR~wxZ0)|h6a;lF9y(;N%-H>P?nGv5cn2?Hjp+Ur7sVYy&Rwe
zqUOLw%x98~^dSV)#_puPx=*=ZJWNrQ4qk3^9y2Sucg^C@SHR8S;<fOAXGMd`JTd0z
zBicDJQI)6Hda@D(+!~+a7`!ZewABH#4d)4s?b~)(5Rh1Qjhg7Pd*UP3fmcbj2zaBq
zm43eeTewnr%`fkL_gL4<lIXyLpI^Lk!()wb%yw<Pxr?{=OQHjO#TYT9Mg8XP`gs71
zIqQJmjx>pY_sq0>(Y$FFWCT5yGp0-XzF{4}Lrl@^ZDS2G(zCPEN6O4?e>E{qz&q6U
z*2k~^6dOs6B*bhveSLENCGbo{QzMvF`5^LlgG5}x3Sh;><1$H)%Or9wegP4O>3>a5
z9#n=aphg&gtu%}Tl2iy9$|N>A!8?;zbk6cCF>wJagAE$6HyTJl2VZB=7d%7El}1PC
zv<z7!0_IIGgNUgd%=jPVCJ3m!qCksc8IxGg(X6Z*L8o$MeTrI9Wf-lwajI&BtnY~;
zjD5yv0b}pisDW`I;0?HV$Its)q3W|n5<1IyJ#|e$P4tg-3<{6`c4n!~C)pEF-Z5;q
zHsa!t96^5)K2-v*`-+AGd>`=&jfmoCJT!$Ioe=7MxZWgt0_yY#Ni=+ngw6F9Hh|S&
zrvw4>cD+F$%p6kF%JfC*hMm0*#2oL|tjl_FlKjm8Io-tJ>o^<{+@_y=*oMt5IxYG$
zz<_jvvu%t1T<E3*-nwOX)Ht*g5jKqor$!$KPXYzhwSEk&2ELSj$SNiT)B^XF&d~TO
z@(!DOYsXIi+%aQ)zPFK2GAH1b=vK8;PTO1YWTZmKF_Xn}C^bRPiG73<@H(8g#UJq-
zE*WYB++F}J@n0a4X22k>$|O+&UZ+2vs#EP1+<MnYSeuLBHZuz~tnx{t19sTCpN;p|
zqmG_K6YjEz36$x}?v~>tIH{>gzum)r9EjWzjU>d6_{@+(=o(-)2dE7T!J0$2q}V5r
zO{f(<enq0QMpQYL!1hu<-)!G;?ipPVbxM>;br-6%L@Ip}0X4O79>jC3SY-96U-;^g
z>5m(eEANTeTX4=rIpa<iK@%De@i@#b#@IR-b1vLbz1D1K*jK~X{5bf9f%Zmk5j5d8
zsY12V8(A3Dd#2}iSABFrM%+uA{C~B5dz_ck_P@)NP{Ii*x=^{4siuomKA#Xt7n3L=
zW19K&^wdl<_Dodce#kA+ap*|Vg_27|ZXL=sNiJQG5XEtga8Nqo`(AtPwfFNp`_o6f
ze!u=$vtBc+z1Oq$+H0@9_S$P7JU_hS=pHrd6m8~0I>cZz*Z0<kuD{^olQC5Xy|wVA
zk>6wcUQdtGwM0U|i1qAraPxjsM<4z$(rDYWr{ENxqeE~7`{yrxuInTucbd#Trw;5;
zV!`Dt$^P*nPzy0FVa8YCKWGp<sAm4~@P9JMdwzQ3@xx9Z4uL$cRV;jm96bU-x9N?V
zELZ`d38HRgMRg<3i{D(ylAW9KFYR8xy7v={rhzj-FuAGP5!d}P>!Wj=cw4zt4l$Ra
zl(M$hVFmiuAb4i><7f96+&pa&)rCGU8t~wC`=7FI|1+gdWs;9cX$iQnue~b4ZfQ6S
zqoRS$EVqbS#A}Bu>Q#U7jb}^`k>N4_q;;b{>x5*Q&Pg9aB7o*L`G%D0$RxUAIRTpu
zXc2h>cN_Ub1Y9npBt^oc-hpolSCTACxWyT0j1`aLk63~Q5%N`_R6&xQEyNlz6}UEi
zHj|K}#NHBTpxGDK@gA60Y%JTV)1Dg8lgz9-&U3PLsU)Khn$Z#DA)U>s$xuOzsdHj%
z^jZ-A+JKE92!a;hrs1TJiTaFNTuK}fFeS+%tEAe>B+db3&j}e8f~W>OJ97yp&AQfx
zIwD|7Ip9!Ewgu{7R-~VZF9O!mTLi3YH}WzfIbL@f&c~o=U`wZ4MD5BhRu0zD;sGSt
zdBoS<+#=N?3<(4)o>=|Pbr&EZLy&nUnR*HSs=D%uIEVf#0ehFyB4U$VoXKu*1W^^q
zb=3=?C@<TX&jcQq!-2=i@7I-*>2WVLn_G09ibHIs60Yv|V!^l=3mXTFsUT{fy%YAs
z=c@ygv>*Wx$g+E=n{0&-x1N_r6rN8hQ-kbSYK4GbdmCTZ3L_rAOj7@xTPz@Q0=8C-
zMI?>R@nt6=OC5y?I`NY3WW?UgBXW!65!}twG75i!NHqu=ZtbyQR_`uIq%?>+AG(M6
z=+;XcBo#!pWl1+8B_m)a*sBOke!B04RY$*?<qbi91$ltk)mlm*uvy50sM<Wi+(&!<
znO|_+Ct1Twv1>*2!6}9pS>qu^@d!aMUUa-3Hi3B5Lf)tKr12tPc0x;JC$uD`%wtop
z5eb1THNuR4H6afq1Wdf)D_88zKOFJZ-g_p>9!UwJrX>xcZ{u%Bl6c!)<y8=3k|)I}
zc+wsMXeZb#1CNqfBVe!LSwwB-Xo}nJdVE3Zdb@iLZD(e4bj?jF7RDk86)Z}r=Hw9O
zg+I_*Kp?Q^O@hRny=^)65J6eRu;MZu0(GTtY!bF0HF8n41r0QTECcO1_5ObLSzaex
zD?SNbgpT?BOcIS?eT+{AiL>6`5cw5uedG1V6>en>aP0Dwx<_p7Jz31LtPUm=fN-fv
z>rS>3b?4TwT$Yk_2^i@{J8HvrBv&h5ITT;ICNI^s;*%`NK1R{llR04NN$e6Zt5al*
zc3S^N6jzx&Z1_6ni3Y*7RU<ad*<6SdR)e5Y0=kL$PwZ~t^j{E_r%6J}HqgLU-?oTa
zz$BLw2?29O4AEk~D~5>rTqdDU3<(6IE-38NP{BVJL@j2Lb+oV%2)-|@m^ooNGXDj^
zgx0liwfl00*645s*;N9;SN;As?ZUTkrB4twh?U;0X?EEYWS)s8eoBUBNRpgKF*-z5
z=m_$1E&6lBY!Eupml6n8ZhYt45yv39E{Iyly5REtY=(p&Y6X+Hj(lgsY!FsLZ0vl?
zT5jeD7WG51-oT<!{;dY?fl@vK-Gh#<^af!!62JwTJd)DPVtP-O=J!&n8w<dh(LTDk
zF4j6h)OK#gk?>g*S`kFmPqyO49;Nz#6M!#iQ!BvDI*$Zjw;JEBI-o!GF0WFK-1l%+
zff&O}wt@`?lSIlb$rWQq!ktC~vH#&#XbST@_V|*UzpfQNZ(fx$$=$0`a%b1E%flOu
zh8l0)6-)4zKy{*?RFOay+uEp=Jd+)=Im9jjTLIW2YE7P&i{ph`Stu5Jq4?Y39VG6x
zNq^fHfVsw(Y%yw@cV)k}rxl}2TDv9lLsfiz_3e~%eGlSRTu0fq3iYA=VTPtaGbX1E
z8Sl#cPJ1L<^hIheF}Y6t6>em*6<^hgnZ!*b&jvuhn-lA8N$P8oE&6;dNLm%&-!0^+
z=~(w3neulNzMZ@iTwx-)vGX;+EURvU`_u94?CeJNBoF}ESTzh9r@sH=wcK;nc~V8<
z^lD<VQ)WFHzIv=)*69$PR2Q+6UzeC8U~F=<BXgwVHbV9mh9GJ#x8kNI-}XgzjUcjB
z=t~_Duv=P-_{aLbPWNOR;MNk)AVbo}k*evJ$UbJioRav4$9oCTA6}CJ=2~Grin`?H
z$ka^%9*n599jv|f$da6Gf>ZTioe!e6^R^*Zr!~A)NRr$yTLpv*nsBEZ$V?D0fx=}{
zQ)OBFa6~<u2aTx}&Vq*#&H@L)(EaO9EdDQ27dqFTzHiqr&d}%M`t*aOEKj{Xf&Zom
zn6MzScjO)p#zT{DcI4r%n7iRs_(dQYIp+MdLs~se9OQ)+5QGNC7e;z9n+biHlf0|2
zHZ7LstvNS4J!1j}+TzQ@iy#U^9#$h>q`t;4f_KhpHS>-YI05{2j|~^qyBn9G8nTM%
zTH*u()^gM^6+~Uh>xO>Qh=6?r!6N=MX7(UJ>d}C&eEP^`#Mk>tlfYq!<+4lGFK-@4
z<a<TF+AYhTeT;kHhwk{$BBTS0@RQDHnm{nD&S{O$UfU0q3Jg-Cifd~#qP<xH=KgLp
zdRmj5XgozCTLMY=c!zo-5Zru8gVIGy(UTxCp4G<?EI2z3nR^-pz4m%;>iN&!n+~qK
zX2|MiKDiH3{<+`=%Hq6rjs_sHLJ)NcHIt_wKjaq>*&@9qrs=JedW>74gARS#VXxCz
zL|vwht^O;M@ZBS%AqXPdg07^R1cDEadf|tOhc!!EL<+t->*enjXED1y!4msq+4T7<
z5QTaxu#L%^5jlatmQ@l&6*KFOuQPWWwtxPo*wF|AP27#NYIg#801)X@7*Gv@n(5=#
z7xX<54=EeOf4x#dSvI)kKXsypetz4`kCBEdh-$|j{T*zF1cLvLIrz8L^?KqSfkDiZ
zwc(+KAR!QB#?+p9Q13y=>@bMBl3V!^KSBb=7sM`xH-@-3W}d5a@eS6^bz&yhrQ}VO
z0!WZUlb&r>x9N@|F1I%@>M=H58}TC~5WMkCgW_?gK+=Lp-pE~8m_q`=l=@qGy)m{u
zGF}X#?&B{y5GE=lVA5r<z2v+Z<R(7JB*oMbfneM%Cxs1;MJ}lzY7vvvBb_E-E0tPA
z^=CupPOfF!WA{H|yW2y{)IxLw#aKZt5-_S(D{T?=0C!4JhLAweZ^N{*^V{J9ks#9I
zmys4f!T$;g*q4ATq88{D)uZ^KLGaAvCatG0#GOAu)U!;Y9~2>A?~_|Z&0-Swf;^91
zG-!S=lguW*2$<DojqDuO(9S_GWOouTMi_MMJ0uX;8c%`<`A0-<!h~*>f}-hvfgq9)
zxB<W5m6~~sY+clY%;RfBLcn-V(S5(E?Cj#&YzHGpXQ~emyK_~1BjiO7d|f}BThS(i
zfH^^k?m%zQ?1nF6_0S;rrs-MdcYpn)v_({Zj*XCO%rOW_Ff)}tkZJZLo3At$$dEuV
z>crpY4SniJ1Y``NyhsKs@-MQH|AoeGI=M6hX?PcKr(3C00)f2&Du^1ZNz{LcoPbRi
zu!vg9Bm>caE+mj;QCyZJ@%_eInU@oY7XkrS!vpJrsN0z2*;7D5AgH&!-|IK@y8!df
zAZmBLK!+PKrWyp7AJ}K|B`py_6GZK&Npy-3=LxaLfK(zuAfq4ARY<9As&SIsUf2*s
zf<rS%8wq4N9x$iJF4KWeGEqE55IH?|#{>MAXu4G)f1L{saZN0Ego60-BfhhZ8kmCM
z>nMJt#uFI8U*{Ye&wUc|t4RX}Gr9ZHZ2MasooYhba2}JpRi1}EI!({u+2dODC;Px8
ziJwbwR<a}hjL5cAnH)fOJ|Wq~F3s30<Ie0xb`cQ9bEKdYGF3CUQ^>_!kn@yU$e$(h
zdzriikrOaBYrHJJ<56c!&+y3mFD#5t#q@rfQulBx&VKqLoy{aYsUrfWqo@bEgU7-m
zBw+m&;<{HJ03{c|b9B*9KQ{0IljO3c=7m;gw0(2Co?CH)B**jaoW2e=3E*V|eI0?U
zuf@;{5=w7M#%S{JP5eRw6K29%&4DLfih;;Ot>8Cv>oh()8l=fgvXn>&WLbNT#IM1l
z%beuxd-TBcRc*_36qrN7JdTkOP@ggDE=Dhpc)8cSKGv;-v^mot2)oVsc6mOQ1VL1R
zj-iHYF_;=;vGJT<AAU+C1We@PH%W!W&FkgNiz8`uWXIp{+6T1;1yQdsNmH;C5(qxn
z`@#XMMj)S25cMXL1jH_ZVB!n;H#FG_b_G$NGRZ_JLP#L!cz)iyt%`6NR1j#U-o@UD
zO}XS8x;!IKj3D0w-^7YM5-rleB*rcxb&zj|#8f3|(61~z_lR5bR^7MXvOlu21yM)v
zlyxS~pBk;<x}sB;_r*p1u;2)yQko<@kDOrw!G_^|4_WixG@OjAJoEI=noh?pGbTBN
zRF#0OuVxW-S+XO0Q%MjtFiGNhy6V~_iQTUYqT29ByD#GWm+0dr=4DO&ydMEmy8-#K
zd|<MgJdsmr9CXsv67DpYg;}gg!nSBk1M?gX>N0cAB<gCu!mZ>OUbT!{IT30W5(s{u
zkRG>BV_dcnL=HP&APpd31N;_|Cuipq{{;Me5A`GSqHnwrFyD<kwf4m58fY*S<8*Q}
z2-vc;7E#wS$)&^#fq-KsICT(2E$5EDCK3Y1{aPW##a5)`Fu*Muys3*+epgdDkW)nF
zo<QISk!zSFDc#6wjv+k_(g>H(44TR0SHKh~0<NwmPZ3lo-oS&=j|>k1v(@-f);nBX
zUBRs+=T|hgYfc@U4e&#oCWXhDb<fRFXTly~FdT`$IxS(6T!GugJTsi6{pI;SCUG74
zB%dUC@kzX(e>TIXi%b<l%T?24RE^2UN1P9S-B{<qaw6=htH1iG%c02d6vVI6@3-Q;
zA>xrhNpy*!o5?CuEEH0AZi8<=&wxDyi7OAvW+)Q4RVL%dN!=g2_qdg$)T09UT$6-H
z<v|+>n7SZ1p61*0xV&6j2lv98NMQ+>r$ew(@?#=cDa}iOZr+QwTm6RshS0ZvNHg|t
zx<!5lRohA5Ej@rq>eBxqU}i~l&%Pg%xTH#3W0WmFY-59DN0PG`NnT`<TryhB)6wz5
z#_UD0YA>eLK}mL50~U#@A#JCtCJBon01Zqrd6a9Dx^44NY=^%00J4q8F?lciA|zlu
zc3h2SVWC)U@gK8(CX@6en@u2#-*$eo6_DwFfgoxC^Kv8cLcrv8BF@Um{kXu^n_I~x
zqmm>E@1tIj8>cU%RG&ZQrC+iYR<+1c3sjB77|sV!1DV{-5+0a{{Z{8OiF?7$zm9MY
zlQ{kM^{A3bzQ7z(1Z<^vi>RA<I%=PrfEoDD<y`?R4hxvXiP4vlIn{GchIlCEaAz$!
z8Kv~?Z$fVs-9dsSITa0SV7A1l_$7tSly?Z|9lW8%lgI_>NwfDG_9xwepl`lRVxU`{
z{H<xb>?=alHq~K2Ai4HNNiOH9*#fG{TNmCuM$hNX1BImh(J3%hrsh<XPG)aHC*cyX
z8!wBf|0F#dPANlWRYBA?CebOz1k6OmO(dSNc#df+lQ?!|in+P=u>R=q9@1a}=4L;F
zs8X<AJ-~8tK@)%Ne}qX~N8XC0Zp0D^#c;#u2O;J%FT;r!0_JWm(ynaU`tv-DkC4eC
zV4Omfk!E)buK>KvAH9+WfPgXO(J>m7T^S;?6dE{(*dQR+*qnpN0{9>mO#LkAxci(#
z(`qnyLAZJ-`qm&gve&M&E?C+ESCtH+=JWaK7vw4s2zoyB(v(l%|14z@wSSUCj=arb
z;Oi+x&xN9+9%R-DnDnXIl1GI~30=7r=dAkaAKjTGmyDV*iPK{qujpz1cIIU+35tNJ
z`io2Yydt7Xcq4A5FSJ}=TCuum5w(WLYZ`ti0`@&}i>M5@l0&^PUUaKm?Li%t0)wi#
zuk$_8f!t!!PDkhZPpl-lS{cNxI1*O-=v+UANw$+V60jp_5n;U*Iq~N*`5Qz|z$SKD
zM9B3C#Cc5aCKcPpsONr;CJ7hOAQ7-NaxJ1R;8t`jhd{tZxUr2A#B>@?LIY|TlRMe@
zn(;Hs&RIBb)l^Nm6<uP2fN>R;i=AAaQvI1^1_^_JnaR;Zio=;?9+42RNl+G1y*ae$
zDz*A+TzhV%A6XRw#+XF+ZeK$)p;Ni;rh4z=`D(X=9EzygO=Di1u6xqOVEhxG8n%q+
z`aEKtfVoqG3x!htQ2op;Isr&dfD!q&lzN0ooFZrI^g&XgIR~O6Gr_LH7D^E?uQtI&
z|LXAXuD$#B{%O@%Yd}Z~lLo=@6AtTg{WQGQAc(q$J9VozcN#U+bC_f*O$`F(pdBH7
zn}|P`NnEy{zxKbu+Bk!hgn+r|7xe`1<5rwb`+nO;+{y-Og@8HAh{nIa<5t|*`K@><
zGW^j|onFSRIH%0J1`Q3+gK;lZTfLGb_ZN+I*_Y?YdZ&KjR(jIc5ioNtYVK!hl5i3R
zT!Y}UiRV9h`&>j8cb$61eNX)xPl5czBo`qz5fTWFS@HRm9qZsO%=Y6K^uKL05?+31
zk}pUx2n5HeTlZM|D_)}LdFL@BPdKhyT5Vxot|t8^U>^wy`aIHQ+AnWoU0Kc~?&80H
zguV-F;1#5`1njF-!J->puGp(J3UY1ZR+6I*`z>}<eZwT~<{hv7k;sn>MiY3x=IAx7
zfUas_0#S!U0Mm~x>f8r)^-ZOUHE<<E0>L+rHCXreAxH}9_UZ7acD?)bw7N@os&g(h
zFpqTLfT?NA=eAwn05v#YV3IBnPe>r>ICAl6sf&(C2agSyxN+~^D01tSMfvc*+r!yi
zaToToe>H41e{m;DbJlwFb%gaNumFSv%;TtFz1Ng~^jKdT#TZQ$l~IjBLLj(y{l*Q)
z??D+7{kzva<F-+@#XPVl!Z?Axlt9qn^fq&@djVfMvSI45IXzL3^iBSZ`qU|b;O#oU
z_C;wHJSS%mbvKhx#oCZSU<>+5O`v!t4;}U+lji}F3;|mmGdQa4O^e$9>u6;1nDmMk
zr0oQZC5+nP!MtoZ-N<GVb!M2(S9k^^j`cx5EKI<js9Hq*$Ogn^hH#6YN+b>^Pm8$~
zeQZd;oLp{}Bh1Yyx!vl{CvD+2K`^RR0YFUz8|rXgw{m<b$m>94sy_BvGGvrFtJ7!A
z+aQP<@FO88cxA3^ECh)n5Xh?@7BQo$-<acv=C~+3s^YS3s+YK8{WDAjhV0}c&?|vp
zz|G56ZT$SSbZ|(w9|qj=<!KnQ+i6&%cMN<xzmf$^wL-XHh^^8mi28|oibf#WLa&Q#
zn%-i&u@8xWfbmo#k&t<)6;FRX2|!LqT%6v%nIZ@TtjQ^qq1G@1j@&+(AqdEi#<zy!
zK&hUG0>j<k2e<~o1@#_S{XqulIfAHu9Cp-InFtt#L#=fC*4;`baXVWvZ`RJCQ=RYE
zhh#T}MeWG_HOlO`bEuU(K<tufY^5SW(CH*nRH{fOow{9%cWMIi-r!6PhD?Oq*=28$
z^p`Z>AM*^_iqHOi?`O~Sz)fC*#BIx-m?Kcs&2Xec_0p~=*D<5Vq-ou*NCy)RpM8Fx
z!>@#*e#QE;H@FN51XsU2C4JlVFlmCQj23X%7mvnh5L|T7>lMd8JTz?)HI#Mv2KrzE
zf!vO>h$3$uy5SNDS>X^&7Q|1C+x_XLea2TIbxRP*dTUt-UI+x!-|F<?_P1cu1yOrI
zDbUd(m=X<wt(ShgsQfk@(FtO*-ohhkS`e@axfb!W-n?6K7+}hIQu7HstUJ}4eBSBH
zO?P+K@kvM*d^Li2G%#13kgCCVov=)LiD`VJ1mP$_)J*QECut&qES`@^`qDMJ2w3ma
zBFf9?^2-94B5cl6W!rPV?0D|CNnfKVMzCIgofo!`?(IzeRXHgM0TVx3BUkQGi{J>o
zjD=HZU<d@Z?7tv13rXPD;;*VuFF+A;E@1-8Er^icOY&O6Bj8%M&nXI`I4>)b3iQ9S
z)st3!haiC<CNC>e0n9T`>MmXwucR*}VC!gFL~Y_3<LnKG6=4SjQG3($%?oM7H3$y;
zdatspJHq#DxM@Q9jRoDvf6=L1kB~6taHq~z^Ue_mgMz60ndC;uK@rGO-)ycX3EP2d
z4FWdwyQVE7o`GBT<yyFDZe7Y0bqo8F^GzTa)@JNQcOBXinbQVQH?blQB-ROJNs+pj
zc`3vuE+h~<`0gjwr#3^CG(jK$%F9wOlBBmX`2hR~2?UF-{^Ie=?nb(+AVQ9|P!o{F
zy96p15(v`y|Gscq%Yw8;40)(CmkwrfdNL*?5b(QF7!5(xL7F7;o;(X4k6j6(e$_li
zs)X_JMl{Nu#~q!H@d*h8yFZk9ci4IO41QA<HA;WyFHK?Mg#?13GZ%i4DntdXBd%Li
zzsJavP#>Fl*#=5Qz@9N%L|v97kus^SUh3(rrEaKM*YPZ+AnIyv#d)4=C!)@&DIc<)
zhMIs0xFI5Gvk-3OR_4&a5HJ#ZR7Ce^N-blOo<u^x>}Y35mfnn%>JC}N{3U-4-Jcz0
zXN3Hmx)I#UVI(>N_8yu=)RE{P9kn4|2xQ6dd|bB@4#oFs5KR4{`F)L^-G(r%LDYIQ
zjtRa$%{2nSpkH?xGH(zvkpxkB%&wD*@7%Q4K3Yi2iv~f{_Txv-Y>gFM5Ve%Q2vyy7
zQ3T8~hxojdtbwYx#UDaNZX9RiMzVjpjob9X$ZNs6AnJ8)@q9AH1kA%cYvo0wwJG%x
zlYERHih!-UZV~D9J1o`e8!ZggfOsTesGuZlc|S<0uUK9Okw^&yw|v`v)^9Iic@#wQ
ziM}Kf0ybCHA|{_mJw>b&urJYBMEE)jfe0x|=1!DE^X(K6@)9C9pW(75B)P@RJ5+@`
zQjcla0zWhe9@~0fqlRl>cm$Cai?Nwhz4iD;)*DuVXyEB(CRs|dBamf-*ob#l&SCZS
zo-5UawBl<J*w;Y>Q7^N%=u(cD7x*xOsOD@kS`aS;d|vQ%w8Kye!>O*u2w*0;(1^cL
zs$$KcIlrSbDlh$r-Epj@g2+Rvx$IOUW_<&7M8L2fad{-o$7LmPUcq8Xj9Z*icVK^j
zFB(buMZlh>TSP6_B;jwZAZY@@@>UODeNU|vp3*Rgx}9fFlHF(!%)495mUpUnXgIsO
zlE27>t-a$=byae_eD%6KNx~gPdHDv5e9ZEC-lE#fBrcQF)|D1S_0Y<o18p2_lNUVf
zQy$QrUZguOk#zfWi!KkuKk9q8p5{vjp9uuE9<Ly3ttJU?AuCM4UTm_6@=`^h9Qt1%
zh<b-Ra^od`aU?ge7#)c(#+BU4Q}l@hvgBNuY!Vl5_3|wsqaoCQjx11|4+G=!K>YmK
zb9jweN~WKH^%pH7Spd!m`Z+1f_1A^PXg~vVBL``kd^HD8(00_kgtIVg8U*PD^ZE}P
zg*!lksOz|u{lR}oz}%5VW~Ah=s8VjF5OXLb5d1jc>sdD~!$Wm~sO!0vU#JxVfqg1l
z5UIu52!D-MFnU`2@2ByeB9E6N@lDfnEZyA3PA3OkLee!S5lIb*`bxh+NwZ9(D9KCQ
zX|k2*bi5b6{Xr{l@`B*3D$o092>l@zfIIT=C$%}gP6_}fQ$pMlS(%3k!G~VFfW9I=
z<STeCDrxL|UUt)Q)kvPMZ>A<QyKWWqTk%e{xw1S8em{QIcaK)i*3UpsB2LRO4rYs>
z&LLw%Ah0F+1;Jd?<T{edJBmocAj>N<b|62A><nE}Q~mgplCq1Cs~sHtMu*y*>TV#W
z31kTfoXs626(-tIb0*294d(FDv5U_1KWE{BKmH<fx|L)%;>|!tI&k(R8kZ3WXfz0z
z@aAh00YxeJoj45J%zWvT9|A^3(OC9+O%jfPuc1M(Voi&&CpE$)RzVb>ONC9KW*V5+
zx=|sA-)BOFoVBciPK>^Z--)BEubEv}x7a=rC5YO@B;%n>dcSEx)zORCAM!Dp<Hes2
z9kP2?QT2M8TPdKyAYi=SNX;*`o=NT}5&||%YZ3J>lO#1T(h){oAMUKEhgK??FGr46
z^*^U-=0wSPqRU_TcDI(bkXa&#s;k$vup{Q02KMa{i^RgE+j3N|EvrEFb6p8+D$QI1
zCdVAh4rjz2f?(=3_&v<7+ru=i*Y|JdeuiUYLDXzEbuI8Y>>hjRWNHPs;x?Dw3h!4s
z^pj@1qFBCjG?|si@#1Uitw|Cy5WCosh{;f04249<`LSk@`BwnJk~0rWuWVhK4koXE
zZEfpoFVr;>a2U6X8cVu6j_C73atbvF_B`PEd#0yxqk7ZP-(J7u*uiOaC=a8%#k}^T
z^5cHE6X$Y*sC{bdR=&kz9uhFyT5N%Nf4d(=%G#pS@Z!i;6aUF<D7bDu_T4u$KkkmF
z&MHisnr`9Bzv2H72>SNet<$KF&PZDXEq0?8*P%aky<SZ9(I%g7E?fBi>hYyGY!*bd
zWSw^2gyg-s+@ibKdaNYA2pBW<k{r3clqg71i&pts;fc^U4T7O<r`)w|Kz}@W^k|od
zTIN&nV~*!3ZA=LSch#NrkHMeUK|NrDi1bE4&LM%I>ae{x_FHyp+9JwCO<c-}+@QC2
z>g7ca7h~8uYVb|Ve}Mm&cXNZz_szl!40YHmasC85RMC5}-d4k3<~>1rk$K-Dc{hFI
zTKf$P^20+RfyqrE0ls_$35+@P^vXeB-l?@#*D~G(!>A5|ATiI~huC9w9@MWXHm=Ea
zmJ*C#oZNcP{B-)3l)9Mbyt8=LN!p4R$M@~Be_9o2C69POOcIT-AI7aXlW&U_FTSV!
zkX~ouJb#FuO_8fdr5#qbZ$B5hU+4AtHLdr@OVE$7XXp+lS1up6N7vusBz1q~{d-6B
zK;i1HOyXkA_Bqlc7kApb{!gdSggXtN9WJC<em3(p1HVuNtjY(?3x2M+?<nx)oeQ?D
zzT)4#CO1O{PQ$u;RvmapTJq?fxncoeDH7ABrm}`P0kCz&H9LOjd|!Id<)%Ea(TsR`
zgO?>2gqO2E_i*!@NfN(GdfTK)XEQoAvJW>YoUc)*1Ok3C6>lmDqViazj&;`jXsV5O
z{@3}7J{6becSQjjgT&N2*J}?IN|!b{wiSkmK+yTpmE*oR@MJV)kQxbRPbG~fkR`_F
zg|qE*Qi4dV`c=p=Bw#YD5$)m>>w>g;OPj`UJeh9-<`x{X!uUGeF3?Gqajvi$-+bgk
z9lJx}Ozv^CDDOt@r~$MjBoK6)a(rpa6Oc3_2-LPM#wXl@(J*n)NL3<#eKfC7IGtn?
z?0*DNg?fq0wJT8P@e)Tju0jGvG>3_d@R*O$!wd0Yih!-_W)Vq?b5_YS5OMWrw&TJ#
zl`0%v9e+HbVCZ#kH!Vhy5<!rc!WPMWy!^@1#5-)d;|^7(Qa?XJ_Y6V;!GfNH%D?Gw
zOxhy!_)s?tU`Y7}GBz7%MiDR>r_n&1xk&DoQ$B@>o+<2|w1)hKC64<9L8qlqN&P&O
zx`cP$OQ}-=LBqY)?sLi}q@D@_a_z<*O8T=_+m4V55^7*_SmBnO@xMBQ?;N7t5=~y_
z$aPjRrxr_!jCtH^_q5uL`E^ADUVgg!#NWTig(N}Z63;Qjs$$G&{T>6k?CiIDhrsqd
zh8#4p4%JgM!)k?h&<rCGw7I=(Lgvz*>7c=B2h=qAM<HC2+2{~HUqccLf#8{{*RS8W
z4F$;sQ6IuYV}YGVtPwDIq6h=2D-Xb1c6i*yJQhH&RE7kCpGUrb<BLDSu@OX0YCon{
z2-w;!7LoE8ov9T9LF@iQhW__-Z2PXcdDRmS%uLZjrnT;S(z-sZ@s2NkZu&=LJn46*
zaXqmklQ@aVwM=(EGatO*>-3=|0aHB)33FUV2#<oAK>N`&9SE35Eb*kBJfp0<l8=5)
ziTApRzXkjq9}QmIM)I@9jbE!Z7I$a`QF~!a29je*j09}5vPIOMOyb-ZZwZ7LbsUV!
z&6qr)h+*~lGF9{FFhW0WXir-#B31L;qUxXa)z>pn*Vg6&+g_SZTzwzJJcRnX?Z~MQ
z7jL+H0^I(B^ZS>c@XYm4UoYcIsy4auP2;GU=vz?ytS~0NAZkCByYrwV3&y3xm~#(j
zUj40Nb8f|v$XS`orfLO&gO?dJdIW+OPng*Jw3m@IH0y!Ic~6bJF0D9p8@X}FcRg^E
zMG$4~Rk@D*E0<=4a&u$K0c&<0l85k!AX4tzsfiqgx-(G|&T=Gdw2}QRH_BD3<et>t
z?X<UzzT$Cr?8-T(J@8bUk|c6QZ=&8CQ_6%#+(ulSNb60;wWl)-9v+U-I{Pq*n%`-~
zq~&sFFn*W@ZSj||4ptI5E2LU`yoL?it-N?eU(g@EY)ehUeX$Sq0)Y0siP>Eh-x6-i
zvBX|ftaJp!<-s>tyQTZOTahX#NR67TJ*0@Xcr_&b_iz1acPl;-I_JdiJ5J_-R7YYz
zOc0Zvtq-jE)S3+(9=jAICjKmM*A<23mHEXb7mf*4rU)^dQB=;aW^c%!KrrQs{#(9l
z+zAS5kQ()r-hzh{F|RZTp1<|L{0APvWAcK~2{}G4{Fz7ym=w2t5waNm^)++1>$h$3
z`&~kP1PC=Fa>@<SAgKRi;rkN?U}GbQ8eUh6%PkrHL?59^B3H5HzJ$Fvu~V{8nX*iA
zRW?~%-Ffr3Pqu+91j!-`zF&jOc7ph_xOmhZbzk`}#3cw6Udv)M+5Ll(ve<OynP=w>
zX$jF8#FquD&LVNB7p0UZ3pM84OW)cDX@Y{pWzo`eJGEYvs7!HnrpP>SM$WFA=;wr6
z3VW5|l|(`0#iv{}@m~FCqV6@UiuULtg({r6=hIst2|;Sq0tgPXC<jfvN8j0#9*3)n
z@tM)2{BDmm^yn+9ZfTCQH$liY>7i;(L)DarDhGY6b9E=t*NPa9{`a2s$+`PXO$SFU
ztG=n*X;ZOs@}pU~XyR>7=Qii#hyG7NuT`%;bWi07OvYcvZGCqN<*!EDBtoAi*5;0k
zL}qNJBswro71+9Ab_-(r%s~_H^N8#USTsBwTU1hkA7z=*#pM|qAD156{)c)WU)LKc
zU4r0UT#`pLg;xG#X=44VmU=ykwAr}$=fNFMoPn_DCljC9<D?mopVy{G6Kiu@WA9t4
z#^I&lF{Pp2FZQIdB4A>dk?=*0@@j7QZl6~y!dqORrCmrt_auM(H7ui97Me)tCC<J7
zd>?V28Cy~mjvih?Hoz@NUi_s-?Z&HP4w`s(M`jgPkf|=s3@;v2R-GALQc)U?4&ohi
zxIa=BrbeBam-tSPCf>2HarB+&SY=AasH(7HbXi!=Bj#2eiK5wX+RjwBjrZ%jAJlIV
zIv%cA!*%@}E}|n<kd06FeX2&Xn_Y=Uzofp&B5njz#RvCZA`>*^75b~r@-+EH$C6$W
zFw^)g$r?n7+aox(<Z^nv9b5b(cPQM8!_lP`7gt@B(GsRXb#82*p#_sBZ)%?o1gTM8
z`TR`%+3$Q++ywWN45I$2m;H!Rep2wa1;^aiA{_`4XYG)z3Wr!uMv?hfy7CJFyGgbP
z-VxEhk8*V!xDO<E2_i{UE`iuTnp(Y=R#j&l`8G`?GceAwUw*l$r0Sx4EY77F{h%gU
z6E-Q_8T>y%YUF8XCuepIF?j@mHoQ;Tpm*E&^0>XQmrDhSGv^PrVJ--(Ak(7Ku(&K!
zlCXS|a%OYSYScP#06XPA#iNP$+pc?grg}t0X|p3r!zy}o`G{r}!<!vZR901~Du(A5
z0$|Zl`0cQf=wJKw&MJ8}vnJkpC);|_#j3cns0yBOrrLB-RaKT>G;m<wlPaJ!W9hfq
zx>z><w}UsY#lfZ^*ca1k6LtFKPnIUmMaptfR#9A9gjo{~A4gt#aW(8y)lRVEMt$zW
z-)`S!dr3MFq(<Gt+MI(X&dv#zovKWAkulK1Rb_GYh@IicjlqgXem>;aHMqSfNR9Gp
zILV(ZO`Ict^(dmj$&4OTUR07%)#30EvdZYecb~br>XL<BO2(!GL9&QK{$y$59s8@K
z?znnvbpe!t><9%vIRa{rP6Z)1Qon2WBF(z_Sf!y9Iq2hEceJBWT2VBjcywvih~iPA
z{i2!!MPIXN=KUpI4}N~sCFwwr8ubG<doj(FKUtbM6USI4E>>anpX$BysIGlauEx9&
z1aJN(dzU|1nt1PRZ0}?P6Vo8er@Ms8qBk$8YSDcH-l;W6jry89&q1@J&c{@iLb*)$
zc#3L7SvV~J)Ds4t8np=FE>JuTf)}S&e0hA=A!&=$sLOQdDHlz=^S1WOM`Xs9hC!xE
zjM9$!kF1PdoptFy7frnXR^I9f732@EsLYIp`W2Ozc8WV|oV$v$D1y|;)1uB6$e%1t
zyxS~`OtM?dg7$HLB8&56o-}p+`l+5gA`yuk_+C|N!(^ll2@+@Rs6UnnSSu*#7#E5S
z$O)1~DDo#;D&#Nq+^KWCXYa@>OV1w7U+K9+m&7-Fo=}#aJ(|DLbEozN@o$!sMtkI#
zrDu;O-gE1n8s`p0-bk}7Be|Se`u1r4V&BQJ_B1F<-yY3h>)RV`Po7!&_GtcE-~T_x
zyUk9G_oz%!`+_e2&y{VbJ1<C%xHogNNZq4}OTB|#W2!5#>95WNs<@0-xzbEYSYBL~
z-;;kv*SW|>&KuPl)sMG4&Ij{o;yn24jLHO=vH3;(qoks|65c(@-JRu^um7;(oTG7$
zDoBl7Ld!uD@79-ltXpi-5sfO%6jg=eb?0s&@iMHkJbLQU#5+I6(>SklY;7vZt!0na
z_0H0aWGiRs-J^;3o^MAzz`1v2X;>nj1#{7_xVmISY`|}&7!!eD!@+bKgIq8{5T@XW
zK@OUD_s*p&HyzPtj=L_z8=u&n$2xc0^u~qDe^1XVP6vY2s2SY(Rft6?0>RABYfV}-
z5j29R*2!%yhjunerqrgysnO9^JXK?c@np!sovzeDASn4L@3y(adZ#T?qxNR*lB2gy
z;`g{5Jcmh+Aqf)*Y7Kw$;Vo^@j39C8xxuR(Bg1y#n9P_={y?1Xlw}4G9+RKz-8;Uj
zQ9mXR{yds^_gRh)c*9Kbv=J3m)h2cu@v8X!739<jLYtyC*b0SxC~EnyWK>7UEPadv
z^#E<6qM^y(uGpjYzNzYTaN54}uQ>7eOA*I?ExG&lXku+{JEr^aF{4Xpr`^naO-Wfr
zRi;^Sb+dM3+tI&*6AF&&*rk1k&d0WkF9DnSUwqftH&9PO5c;~+*zJYi(3bD*Bqu^<
z>EoQZ;Vr2cJsQyrqkx7j{;`AM-R-DBkJcGko(=@5QEw!>mp@sWWcNuylxC`nOGado
z#IfxXlJKmKmBbd3#5+k=Jo-2*Zr`bo1S<Z7ApDSzACK{9;=LDGBLKaw%)llgV*4jp
z=#zXzHcLpzqlvT7KFR_Od`0D-(FT4G7njoo$-;sB$<pkI14MzU!}3gpH90%hN4M~E
z1{Lm=2$F>ZKHSAix`O!e2`{9*BPKCYJIiEG8%Fg`T`ZICLp&OvNwlZ`1%m8|Nl5a~
zkL7`To>wpZE#68Lq(*(5oKEs5OB3fH%L!~r^|;DRRes^=z5Abe@)=~->e56d5PXt)
zy~W8(a3Cs3je0j3L*&#l)E5y%4M_&Lq%e}Hm$4zGPUfUNU9p5faLKqnf8SIa4-5zr
z=R3=SWBBfiKxyA_m?~D|h<7(!j}1L#(BT*0y0aiPsvY;5gC^c<meXU?EBS*J!>Pk8
zHD%ee_yA`&C$g~SKpnV*gJ0RNGYd-}-4U<}WEK%&xqu<>;39dQakl*vry|4luyHD*
zxpv-w+)1>T6Uknm3r6_R<B+6h;L*qX?qbcA$uTk3vK&WyA-vg=OjQ+5_wom3%KO5Y
U?O+Y_l09nFkfamk(X?y#e?Ec>yZ`_I

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/LRU_new.txt b/src/Delete_before_submission/LRU_new.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9be917d9c925bbcc92e3883596ba086368f246cf
GIT binary patch
literal 272718
zcmdVDTdy9+k*>L}8`%GWcg=k<qE43NhS7i|%iZqwK^En1%wPaQJk#cB^I(bIn7=+V
z`P9o$W>!R2W#y`>wG2UAWUczXdMhF_&Kddt{l8ydytsIN@wbZy7q2efTs%pCe{^x<
z;)9F-`{IZ9S6-*<uhW%#>CeBV-@QqnxN-5_#jh`ZbMZee{we)^{@*VzKD+qz;**PC
zq@SN%e3X9w@ZxRy=6ll<c;1cl_a82vrvF~2zu&yz6Q5jsk$!%Z{`(|ddzqg8<l<TS
zA5`EgKl4A+zrcDUJ?Eo@?bC~or{}y*_uZS`=zjWU&}D>wOy78add~;x=Z%ZI7w<0q
zCH>_6en{VSe|lqn^F00SS-P|SJoqza(c#U6j(efO%jw(gF0R~5@BM7?o`>l@o~F;)
zGyf(1i#OxSi$s|@<^E^!Mm*uuiw`euB}y9)K1|g3aQbiU$`|Rb`ks#x7j9hqDn0X6
zdiLKZ4AA*mdb1akG=S}HdcvLb=Zo|olJO?}=7)60zb0yaG(Gv_g!@kV7T)82`kSbG
zC%xH=^!NK0^*el$K65L5@{1W7-lE3muOKz^dp_Oa9X?6l%R4-Nj~x#2M$qNi#3A0h
zeh=aJG|BKB(fWJ%H`A5N@#3SjDsCps4<-rwA@S-#1M@gSy=y6Tm&5#v3G<yqZKQ|Q
z&);K8UnkU`P4aSQS~G9bpRfKQaDSH87;+BopH`@SedHRe0_sNzHS+N+t;+jJ(`uEX
zW$s=4HI$i8uF>lJB5CcL3F+Ms>5XfH^y4HW(uPLaJCilf|0?M}U#Xuay?$#*w|{=|
z`Am~yT`p&zK2F+25^q-e&c%<D+&@lognpOhf1Un?-sH{jJ?1tGt@m-_-*wSIA14ld
zG_47Fa#&}yJ!|7Z`rGUDUaXcmcX*HMvnKEuS=V?!KTg>5y1xF%MgMiX_4&|h_;B)X
z_qDco+|ofmBt7&vQ9Y9LkJ37vuf&$W;_>+_m+=pf)i08ayiD@U`h4E-!mf`@<DX-#
z@FdYH(waXc+)vUPeZK38B+}ZK-e_;x+U$*$+8*DY80b}cw>?+r{%`V&B<V;_jov)^
zI|)D0+r3@iBDM~fk$=6zns<!!-x~5CqLq%{cNxr|CCdMD((A}R@n7vf#9HS%*`?2u
zjbs(%i1r^tTE0j&1FO`B`}#z#UnF~TGfB$5i~p58%_ozl_uA#7Bv<4syv7^5av2#1
z@u!oFuSbB_4L4e`CjuO^sq)!9M=nF{UnZL>Z);t$uUCGIJSVcflpXs=(vHd-DBnQ_
z^J$R<l;5!K50A-J%L5&itM;2Hva(zQ5?AJHy<Qr%TzjvSr8j~%_D1Br$$;<oCLgBQ
zIMU1e^9FxK(ZHMJVdKT|CS;}k+kBifw9gjDKAP88{>t8O^U-8MewC!_$@Cu7G043C
zYw#{N(tD5O%g<UhAHUaf#A(Kvm(!a?S#z=%WbHkT$FA(nnU5#`^;gr1Avf_;;>xQA
zUv3QYW#5RWwe~+rD^q?-=FH<HXD?E|G+Hw^l8-gELe6@hPn@Kc^(y7z$@M9};k5$Z
z*jRQW&WG<UdzKT+{4yQq-{rbn9(X0`GuyL&9CelzwY<){2Z|1h>Xbd}Dz;a9%h;!B
z4d9bz8N&iuU4<<2n^Y?&KN88@sK$%mfB$#0YSFqUO4q{mwL+h!)k8hE&kkL0uNteO
zI!uoy;LS()a*l@PU06STnt(jy$h(}Q34Y<c12lofJbSMGbNmCStvFQg@HFYNC2s)E
zTxY+U{4cWhtHc#*-^($=b$=ISg=?#Gf6DjmDQV}}8FJipENXr=xgNTw?xcP><qr5s
zXB6J)Ki->K2CL@V52=qKjvz)O)iX2%d3`d8StsN!FR}?QQvUf>`fcp_jM~^U-i&O%
za-?Qq^E*aW-qG0MoQwipVd_Cq97lf-eFEy%poc>}i0Z(M*3>Ak&d?s%DC<gjn%;?i
zjVDQKyi4!+GW~g-tCDf10c|LL{Vlx@87*ZQ6-yAI)0IN5jttk*TaNmEXYh@9fw)N>
zmOrGtki3glpXI0w#!<<>krMBsDA0Tg*(y4H-z83|uNs^6kG8r#OR|U$Xt{<`!<%Q@
z)0aUlbu11!Ll!?zZ;33@XOCr;hNOB*j|_Rge>A>*kt9;Kne{~;S^aG7o-o$eXy1dc
zBohbhyT*7UGzJ-D){|ve)Vb>U6IU!^??Ex8^<ke;e=+|e`+<K+{u1)$-(=LgXsx(?
z`NEr&6)`kmOVb@2Q~f>B?`8Tw@3>%B1=&N^_HqV`cNooJ#WF>dNpBZCee}MvOYDh{
z@+{c}Y<gUsx{)Y4lI3V=${0u4%XJP8bP&9O0{mTjUZ6=2mUvaxD>tTqzvoxe^XFKw
z;OtRhXHK*VsT*$R%V#bpqAdGdB0or!VNVrW`+SPD(I`L1@2#^q-choz)GpysPU_D4
zeRp{K^n&t<h--Kr+qu??%$9KxhdfO3{Wh)r$Gf75Gnh+gKA$9s6~{gxPZ=uao-+Q*
zd`;1j7}2whMSXPhSmyhr0bV6^B{KH0eVX*}+;XvE;(T;o+jN@5_beeJ>x3?vBe6F;
zOM1X=T_wLuc-V>X^x_Ybt*E00qtS;>8<ATw+~&*F+@ojR`)b_NrV)EXWj~b*L7I>%
zK2h?{p1f}-<Pt8$kG7Kun}WS<;i4LE7-Q<N=4*PjuPovEJkj`OvhQU7$?VbbR8k6Q
zrkeYU^k<2P9fwO8Kc04{lEp4RWf<Ft@PF8Mj0c22Qet5>^Z&;)xsa4a&(Sp~*zP=8
z!eV(|y55ONq!->cX*8GDNNdfxMx{K$-p0iqXyggc^={JNk18tJceU!{nI^`K`pR}R
z>Y2uOB>!D<%&-s@*x!$oXQD2;Tz^cm{3_v*KN}%BOIQ9PX(V_>{((xs*9jTB;ae4f
zQCzVtY|9Y!GCY813C~{>n(xy8L__SH-;-WjrAaFs9nKztShB~wH#Al)gSxUrBkP!k
zcS}2zN4XZSiX}vf#mn95dva^8n`C3!c$CfVi4)JFkYzWifw0d0J^f_eX~o5LtFx>v
zJ`Zu5e3NgIPIx%2I-7fueW{YCW`W6W*7D2jg8GX1rEAi&t$UVu%5;vKN#0*ye3NKr
zUcvoT)kHtk*zkd|^0haIeTrpC*qG#j|4@I*>`@z=WunZFYWa8a2t2M2n?7a6MThD(
zt;J4bWz-GVnt$hYk>_0hl@`75hRq*VUWGeL{+aZQX;k(*+BcY0=gJZu=)?|wRfDuf
zOGGWsk=I`GH+ep_sBLx-3gP2{80$v{{fEg?(-qgE)fx_yW6{Pa6R(FQTFLs<yQ6-W
zP|jx_;D7Pvb5By5W6q%(2QzrK`RMGd$D`@%PCG}pf=PT-g^nr$9(zPBqsLh?FOSq@
zzLfRLA)#N`zQJ@oSK1QA+Uv{K#j8k9Ys<6$6jzq;;DO3VSCu%X&bpP`LszO}*><i*
zNJf1aPZ!o;n=W4@X<n}aFcIqWMJwCpRILL{U$qfY<0mq=4ioLie>L?j5J9|bSe0`)
z_shv&G0wGoyx69%$@Df#VWrHTti=qYG4VEO!kb~;TL;bkWZ~XUb&WdD!xS2@`>X+1
zYdzyvo7Y9UrzKI`4=TJ8e9Ac%J#TcqZRHt$qRIB}6PD#EDw;nxCO7_5Eeer2!VB-S
zvgc4rv-fUJ6$7aBebU|Z_w1=FxA6`{>V{C~CAui8A3*mr)<63WS!>8NSm=jhx*ok#
zOckWsEPHpAG($^~kusDK#gM+37hZ<zD>0qha;`ZqcPF}(xhHDjtW0)*XFEb(8LrQL
zpHe4%k?uj8&GS9WIth)09xzQw7ZJWUk{)qu)PIbr+M*BnFl0(yw=a@Jy-gA>sftjY
zqX|Asw1rmG4zGtMfJ(}<W~pA+<q;3FteOAhuXq{fN{ff;9(<AH2`!+B0OX_CZN)4m
zuHi$`Z9pgJqr_jP-I3+nyEeN``lz<3PMoQlrH;IZCVKud(5~_7t96B^Ecn`VR1Y^A
z6uD!LEi|M~6kDN)zcB@BTpl}DTDb7S@nwiQ=^=ld?p&MZs^`VNT#cm%?-JEOhrU;?
zjGANVy)*9>dd55HK{AHXe~K$h6zuhOh<g0D_fpBzwv9=74*gzrcmAH`U*E-_EnDNC
z)^nweNcm6ovI<dzX0-b_reO<>vcy)`TAr(Q4t+pGHM`E3MHD&*4;~b@yUs~Pc+Rof
zNDuT`_WXzh=aq)iyE3a7ON*E9mi*wM5d+SDU(yFZgS+PWa#p6-(KVv>J@Y48Hyc?F
zL)6zlGRn7Yb`M-=NBjY+WtCLI4pUkBaAt+^(Q2B&$NGx@l-<*&5?wRKx0YUnyHvjC
zo>C9RTKBXO!8OZGt@-a(Pos}S(t0D&gjwqJxztzY)S}`M-?M~Gd3>9s&d$`>ii~E2
zYL2e+4;|1`vmLelo<dw{QwV8NZ@GM@h=cffbOotXDW3T}igzphz^m!Ixt|js3cXsc
zOOqx11N-|{?Wxa|pE5amlcEJ`L1Y;oB>A<DTq=HA3(T&0kWk?%^Edj1*0T_MQ<1EP
zI$rXr5LDNQXz%@uo1QMqdcRI_CBL&Ba(RDkYu)Ti-#*0jaGJH)jySHld2aVyQSEY_
z#?<6Zb8kb;n_dNCx)X`5B+v2M+BX*H<2|@6&(9~8>c(w*)6*T;+UL>BbLOTYrSy2c
zOEGFhL-w=psh@gjsGV%q!x3Y<8g0Z*c08PN4>Fl<@-^geYpmihoiKC1nXc0{%C_$5
z<uE>;X-=$=a!0kMWS$KA)k_n8+A>1CqF6rq5tg2Q%VPuuK3Qyyg|W1Q^_5r)^ds!?
zX^l=XHEKM)Z^4de?BkOpYwwcPQ{RGFb3Ax;@X(zt-daV0%po(DTb-oDKZdwXx4m#`
z7kG)Oo~odkQ|hCRbkNv-CGVf>$}&~4+)%Yfi=V`t6|#4Dqb;n+^4gj)AG}8<w5uEo
zr(NY_T1$V9n8Q3|>qBSX4(B{TV^DjFj-za?Bv37()V!KZIdY&vS!+w3r}1&xzw2u_
z@v}=Rvh%T)YE_5UsECe6OP2WL11a*5R+{f<6&24$sw_>3G*c3e;~g)d7Jbn9HKkgs
zrKE4`o^|?a4_ArW;<&kV!V5ggIl6W3^U3+AxUz;0t1{<4bt|H$c-kF4k$={@HE-?x
zT0=-p7M)bm5B-ErSVoFA@|5#e=5N!Qx3Pwl%o~-q5@|~d#n{&6vgH}CV<YDpVPij$
zdQO>}5TD3F2c`Fr$O}a>SFV~?=4cHsnN2dpo|Zb#hrQR4eW&Xos=2LOd_0QiZPt-$
zVqApOJb1s((PZn~j&x2eziTM*!HLUkSBvZ;XA3Cv;j4uBwnRvCnymA@B^T=$ZT8;s
zE`R0^K)*S%m@=g_qU+|L>d}%|aHv<FlNDQVzFj?m(Q|4nbG;LByAK_l(oQP0;-lmz
zF}3UEEE+RJdv_i$`#)bKZlQUo^3$KePG+>?d`-}Yv>tOoqy6ai#m_oMvtsaZ@o%Y<
z$?utaXwVQJc^=R9qw+GazAm7PCbZEJf#xGi$S#>D$qsr-3Z?OTj~Hi-$Ldv5HcEXQ
zc;wX1V=o+RJ(^@MUfX#Y>KsA)$?B=w1f=l2ju)^9_-?m?c(F&<c-_gT*0>E)ya;kd
z*k#S2@;qj5gV%w*^x7_k;6lr=dhxu##!O^GMz)5I*jwpOcKwV<Urg0?isAjL?k4^c
zsg`*j<##~V+V$n>(Q~B-8D0!%9;B0eYE(ucevV~M#_2`eY^#;EolhC!Y%1-EB4^gx
zXS(iB^=rg+D$1{(*U3!sN;;mcRXDjhQxbi=uJ_KRo%Sav-?yYspyIh2IeVmdE%;XS
z;KvhJ_Re-M+p}N3_xJj!7Oz4{<yPCfz7{mg9Y21JYG}RlIEvP1$DFiXE8h+u;d_)h
z>akrht(U0=GGg-{5BW0aqRb8S??FfB!McZx=XsvZhi;Z-C!daGP~|*Ve`*~JKKfqA
ztiRWbaC@D4>TM(b?)BoY3Mc+k-|0r5Br3+TeuQ2jPo{i}`2@?B>~i$;($T|bI^E>u
zEqTV5Tfbfcd)6<MgR_>`XM&M>*Y8fTB%LK>EaO<Rm2F((b1WTes|6h;Dzb}%>KdKm
zqA2tGh%c=>CXOxXG><c7Ylvh0zK&S^FFpIc=;QFx6+gEJZ4WjqUJo`&rk-kjb$vc^
z{6=fosO3p2@paf`&5j-G7Hh@j*vT=UA^y}lN>xX+b~JHMxk==b&H~Hy&Q}jvHZ09p
z<P^)q8d|dNOEECs4YS$M-SB&a+vCXkB$3@*qqfECoF2_BnNsd~$!En1;Tgt~w6<P7
zHYmByQN@<)E0}x>(cYY=>s+4qXtV13u#r1m^QVzH^5$pyh1d{~t$VCcYn?)Uda#FP
z)QxhVXHO=QTyCsk*Cfu%LN7w;<t0CcXX8tsi%he*dtyuB6NR=}vr(!kTVVd_NX{y*
z{T#(*B(cvk;B56Xu~7>o8gA#)lv~D1oLP|}->#W3s%x|=S(imOs*kAx!qc|ayDYM?
z$|-bXH?*qdy)m%le(zqmrMwzA)g4TCNq;44%pVxjGgN%Y*qfed$HAB9b!->cJQk~`
zTGSR-h^XA3?HyAgf_AM6ky#6Vvd-<_TXUrPT=}Urnt_b<5!YexJ2^E2y)YI{jQO7I
zIz*pbM|-QOX?Y!NwYNk+XL_XM0HI~urb%j8-RDLaAfwv0Y|}1_E{Zns9oJWe^j+Jg
zT^8AV?<Kx|Pt-`CAu-05ysogG8*$M20M1^UMz(NN0>^BcI^yzLZrilW^V-KNc(%(@
zNL0;#tlqVl2!!Y96_DYzv@D0{rFzzw2R~vtK&44VJ(dGMV9bLW$5!q--fB7MpF7Vt
z5G{?v>={|wg*?XNkyQ&WdW6?4nq)BMm3~)xN<CNBSF7eh^;op4KqpUN&7xfmvQdk6
zE`N!``|ZV5P!f;6*It}SJLUcReEM@Uk5~-FXKOw(na4A8qC%$lY}x)3p`jTiaXIhU
z!{JzWujx7>Le|0>&8YiCdvJP?jpPBKndS_w={eENzkLs~_?|VIiJv{IlWrEz&G9Si
z$f)4;txjajQ|(A>nwe0qfb|Ln@dUNd`I_iKI?7*ldoQmE_6yNF?UBV#6@K$o;(ONk
ztNMRWtbG}DQJ>d(tj!cgO_^9;vGkIBI!w2*_=|b~>tZC<K68!a^O@<VQKow>n!QX-
zIbK8SQpgU|t^Si=C-KwkbrRpRj!=7&x9o<XJGdp8F^U@LsAO6Vyw;0#-=S)y$nabX
z`YRr5O!+k$QUh0Se?BXc{Ke7^A`q&x4;wkh>XG>?@%yY}rSh_rnMVWAw-Qal=&#P#
z90z?5GOFQg{TEETV`u!iRMWnzwJeKvO5RGV<4lffuEZMMKm=c78Tb6EuZ&6?(L>gM
zTQfk?Gb6P0>!n8q$rtq04umN7)@!=OIQ%_ptAozRa;MIktt0b2Is<l$*UUjyHw${t
zW-y`$HLnH#l_@Um>Fz{LW6~K@d7Y-zc>7`ie217Wo|ipW*0Aw3%lWP4BE3D0=~3f~
z-)0?`qH|5#$o<XOWN>C{Ecrv<M3V}7w0EpU*ANnYL%C(&8d}it;At1rrKVksejORM
zemxonzdsFFwXzzA=d*tw?pa4hW&`WS477U9ws*I)S22Fx8cL754<(hr^$d)j-owWj
zhey9gKWgM#^Q7m}4*w;}D&+O5x8_g$S^Jko;p11<X{X7(Yrd5{`zYe>!4})<b!_u>
zG56^s`klFZ657efTF$``ZD6529eONoe9toV$Z=?&xH_mjrSR_JZ}uy&=gK;sx})pI
z6rn|X>e0VUx$#=wQ_ss@T$5hIX1j4%1)8u{(+kT%XOgGax}Nj%m^Isd9h0<eInRc_
z%j$D>bd3=nA&=+PZ1F6V`(_FhQ>vKO;ZX^hWGL4PJnwq1tW!=g8MM+_66L8qhU08h
z<Q%NN-QJZebmy*2YB|UnKAZN-<;gV>H_t|=^M#nU{37k$!$WG}YiE=F%AHHw=sHDP
z`T1B&6P?84bwvI7p0yQ0jmqk@Ib)ltNOZ`oPEOt<OEBN#Wou>(bF3rRFtcxtm>X_0
zyGHkKnU5i9FziSBQnnYTcVBTdH72H%-oWsCyNDz&Q`2_ilxH|WNiqe@f+C+0O>x7b
zL^$VbCz90oUDj}NLUO&D`f;9T`N*~4o2tW_Iq@&1dHZ*!oxDueitHfzzsHC1)E%Q`
z?%TAftn4!uI(DMonWoM3$UtB8>v6|dmSupM+jAKpzrj?*IaTq?$f}M|)$4n*OlvC%
zJxaA<?v<f6y+=m<X)ISxv`}j<O-x#*9p2a+9ln|N!P{97kxeJQtDhIGY0pppDXuJ|
zWG*CmtdfS<_7^Gt!SpZjI`-Mn5BuQcUFs7aw9ii&j^~M=Kc@F6r&rl?`59|r-C>&A
zQ!BnQM*$9<$;3H(%z*N`nTQ4Z=yCWf{;6@4<Z+bw9?fQBh5~+m_98Ncz+@87zEq>v
z7J7Jjiuj}|Ioz3_5)mUaB>EXYV-MazFQ}-wU7B84PUYWo<$11(Qso&YHl-b%aOAn_
zTd+W*KPFwtNs|0Tp3b1lqbX`&LO6adKCV%Rn$uNKX9<z^NqzbL6dxw3Up<x7v-Qnn
zPq25-l1+Yg<-8-W`el-$dlQ<sNv_~8GwQEes<hwe_eqB{&-r>#OMdI`6ODelMwsyT
zZYNC4#bXla)pCyd4?5xB-uogiFTPIlgr-8Wt{NNJLnOY|9#=2#(hg8cp1Sv0%nI*o
ze``9FdR;k>+ox%%r<0b}tf}p`CHBciy^<IUds*;rHAU`k>1Rtzj%9jUen1Ni>%K2v
z0v$%8yjB#$nRM9HIk$)>*SnxhlFy)$PW<er(!Q%Jrjq7M>RfAS>{iCGCmM;R#!G&S
zXP-_nZ%+r7`f`kWTjG)!V;d1t1bxV^yngSKJh=Gw;t%Nx5kX`{i06*Srd?SPHmutj
zQ(t4MVRd7w;c+Ssj-`z1>d|x~;<WCOh<Bs;lPz+E<wt*$4a;XKewiff{>68bKdvm~
zZxXehCSGEJV~U-FRukpCq-DQ~zmb!EoK^<XC(J&NChi`u*~lkSqr07uP!0Qj!e=L`
zBDWFm&yYW|e~RLXZ<xh*KmGjI86NiWFu85t+)HEw3=eY*;i1uJuGy$9YNE%{E0j(*
zatqhVQi7@1$D!k4ELXhE$DyJlO*ZG8Vv4zhlZ_mes4d!!8Z@~2_(#Xr@me20$1t^5
zok@1wF{$5f^)+G}X?W(GoAXT1Jl^+GzX=fqomsD4R65rNhU<9Fv5$fZo%ZcvA^$5O
zY}rF<&Bn#8obvpQdB;pY)!-F<E#W!CK5Gxxe<V9cekzh6>XpY+MSI-KlVGSvzq_~|
zUJN~Z*j=r-(wC1Yws&19vb^f^|0-ptz74r{hU|a=PqZ)QIs*~)(wmjcMEt?KJ6fVa
zg3ZV$8%drcJZI<~`Zu5rktmvpGqz*BJjy3;XSfn;!Os#0(93>3eVep1am|aAm*F(L
zh+d-zy}jW|jL=R__Xz(q;d)h^wPdoSpU2w}oi8U!{Uy<;-EVn37P70@Goo`%s((Gn
zJel%8Brd+0vgV2l=r-X#YJEC=j=N$GdufWjNYQ-RTE`sLp4&UA+u(V^`D6O?`-JON
zimF=C@)?+jJNtZJ-u!qyMwdpvhW9IMZ?35;h`J-S4xK9gefryzBvI6iTD;qLCA>=7
zDfg}9EPp<sW$nyNxOWaFA~$)Q*9Q}Q^!=Fjm8ur+G~-KsKWm-YM5)p|dvvlBk;L*u
z)*p?4ytli6ghZWT`unmz?73$NlVuJ{RM<o7(Tz0vXm%`KBTMMCpVUrB(w%fD(3#h&
z+wQB`TihgufSWCB?T&VFY?Owv4sO$s7!{mWA>?Q7CyKbccf`}8Al+`tT3I*v%VY=e
zvFTsNo50p%(|=5V<6B~Tzz%cK^w{-F3?NDxUfU771?xHbkD2A7Ei`>OaX)jN{ix)e
z@$O;?I1eTDA=5R=IoVG4xQ>0+y0Lgzb4P3<4t1L6DVIUlb<0yf3t`_>X042KbRvj|
zOP6;}o~!@ZX{4Ultf})#h^2o_pZHI4rLCEXo25^Be7SQtNWLCSoEIt^i#E<D5u2Xn
z=UH-Yy9c&dFwcwFZt8uOJ*+kdnT(+6CT0<03szd(mc~5~u~k1*e@COyqc^WR8mG_0
zHQyn!Wb@C8x2P3ip>lj!<`|I3wqJ4{Mr8vzT@XClPnk0zYbejrEKGDj@;D7%Gcn3l
zv8Nu6S9)s|t231NRkoeo2gDap(|e=w>ODsjf|R;Nk99pq_UNE7KQr&MH+jo(8mHPz
zHu3E7>aUXDV8+JvXXeh(fzWbGwH*C?#>y2g`6;D-na4gcN6$fs&r;iAVn=CaN#0r?
z(m6Qkr&a~q`~~`TpH4N1ShJk9j@i9uy-0n2!5KL->iwU;&n<e2U8Tg)1Ek2c+?|%W
z8DTriO8g>mvW}{m6Gts1_v2k1KH_SvRqdjq&y2OIX?E)<&(V4o{rB34b9hVs7*D0-
z=T&l2+1Z+NX8l|G?2OD3lh1p5^v;W9u~Ax=>+wEy9*e-1qf_0rd{4{wrEa6OxQ^(Y
zb;n+Jt0l2Fi=OEAj_ou2G7$B0?Hp^(bTXv7FAmsq4-#2prixH|DeI)1Lk1r9iM>gl
zK7U4fX^cL;XH8dHXlyPYaWJ{$qj0r)bX&N{W06UKI#k=3f<ldZPg-rmWcxETQH%JO
zte+-5TnBWTns8_G5Rg3j<JnK3)9cyU0^<E7Z7cO`nvwjz5+9M$IXiD+X=7iBvfdsW
zRBKD!d`3x&COvkig-!e4v=W#)L1up6y`|f9201>WAL)w{QOk=Nu{>Kb(Y2;-fg{%9
zRx}o2XRX?!!_JVVFDBj{*SAVuruN3{N-W>(IAZN7Vuebtr(7bP#(VZal25IDL|utd
z(W$PAaF4HdynI{#gtD&8=4sVa$GnD?-ioM$9hA0&TWBLH(OEC;sRg3BTTna3C10k@
zyB&wCmT~CEl^B=yK=pZ`+hxhtSGF;BB}OC9N`8yDhke5WzfEgyFaN+W^r4~;ob`4$
z$r0UNt=`z})G^Lv9Cjt54qZy}&dW>{cWUzHUep1Df0veIlL=KVBO{^Hg6@i|q7<0O
zb7w?*(x!iPp&6CsAv63sX`(%Gc#F)HNOIUsM0UV*;+`mc7Kkem3d`lNo9Ks>`Lg(g
zbsi(~-yPH5uOELULc~59RyJ#zOk9k@uZ6u)XupoU3}(EZQB{lRfoG_kjpgXIj)~OB
z6fi-PzdgFbhzK2ctoI{p*(X8t{ivd56tkF&n)9nfr>l`E@`2#OPlazpWp|SfdNgs6
zeII+unD5)vl}N_exq!Ve3vrd+BKbFD37mV|&@E9J6(}M^i^$H98D)s>rDx{+pUyw)
z^9A?S%^nSryycJA`u_JlRRYOmy_B@Uj`wD2_uYjMqfx#}D24WFWJddtkeIcZtYcQR
z<>S!l_AK$~`OnhJIzE3+B;1)J!9EEMnNH#t-L-dTUO#QH1TRzXr$wKvr$>orCHhEy
z*wrOFxTPPzRY5f>=v<LkKXVSB1Md_IiWD)i1dn4sL~V<%j!BP*HLO|@wRUy6F^63{
z8J=AHeP?|0{ErZ~DJCCCh{$m;)lb@h-2nLcu}?k5(e3oh6CTP+lEsCr3B~yAO}$D!
z<BO<nI>)K=Z=fyHhDzjn;*GW965o{}`P-yf=;*$a=JYPt>dxZ1dhvR^hjS2-aqHc~
za26u%5x+h(!msJ=8#sqX)>((HMWeNL2cCxp>nZJU1fFdgfIWct7I&wJg|of0CYb9b
zVlbl9xdo4(SjW5ZJuSUNeu<dw$E3~CN#1t1u=He7w%JDdAE^LjEO=q~6}|N7!L*e=
zn(QnexrGM~j7s%3Ja9`sArraj%R#brzLaGAUZPoR*ZwHRn653EqC*bNBn^O9NOu~(
zVQWI?S-5o4CYdlz*1I0Kh?cQ-)CM@MgIod~e6N$=&vfj$^j}8Wws8_<NZZ57OWhaA
zHo2!OpPWM04Rs6@SC}HXil1BRP+!ws_UYN51pl%=zcWof(bV;;j)>@;Qy->9X__k&
z?=_1k7RyXYv8_=Cxd${vU%vpgd_8STEW3mW&*VXxn^ShsvB$#t1uSN;yR5sGh(Z%>
zqBY4(&NFZl-CE8X9h~2$#7WM;TTbwugHvY_8BY4LVw&waeY~bd&W@^5Zdlk$+osJK
zc$B*~JjDHEbvQSUYZ0B;gK@lUDe5v@Yda}?7VC1FBFk~+oc7lnBFoA}6yn_O<0-`1
zhk5m>M&r@2!)TlqdW*7~yd~H5z8sH(wSI;?E8}KdBIg$ER;Mm-1{&?psL@3J0UCdd
zOR*2p;*v7$)XJ5UYFm)eE-P;zxf0{)&9+0Gk@e)UK;sq`%>h<_9#aabZ$@%V^n5%T
z&CsgR(5Xjk9HAPeQ7m;W8tLpo>Jj7)uoZs|(GVGq&?x3}8x8&k-V-$mGCdJxMkE;z
zzph%?l^6?Cz==+%0LPsuc)t7Yy(qmcvr_C$QN5Gh^frre$ya0|c}#V$`|}lbNR}M7
zD=qq1URQG@nLzY9(TYA5P)0hDZ$ASWaR$3p=q1w0@N=I#mZ~ui+v_CWF{T=kiRwqz
zb5&C<#<iVh#3x(y02=V-#jg{+R6C06MB_Hi)2OYt!6N=;8u`eGsRW#wK)f-w3S+9a
z_-4C-!E`Ul*0PQw8ykOrUU6+6`Fmnic=}jecEE#+HMoomoplB-tDc#kRB8rn-hO($
zO~n??ko2#s$o8sMU4I>FL~m}T%;#w(Q9&R#82d^4?huXnqe|E^isK}h81U}T9SG<a
zq@_km<)3;#vK>{aIa9v&G~h%J=J+0-PM3yx1mpwpOjIcsHY(?@lI@LmSd1fzE#e%J
zy437yw3_xkCCi?K&U^GTU5K~Tan9LY%(8|{R0SemB&JDhGrd0cS7J=_KByN-y8e<l
zm(O3;H`$-D1o)@*TmcajGP!|1_#V9z55~IZIKSTBMp*_TbNNGaG>Yu4`-r-P<XC-3
zksR%>2Ww2)(E)$%Cr!W_zbanoB$R$$9V<DiL0lg++vNCI+Q>%y`n|j`ogOJ>dT2}U
zcrDX|aK5gvD$%-P@2$K->U_!z#rkG+26c?q>l?gHLqdgi3CoQ^FW%EKrV1Th+5yPk
za_ZZymCc0HT7!wwJv!Il<EcXJf{NaHeF|-~@9AP54R#Q#Y5k0UOuj}ro%wf3l96Yx
zjj`!*T<57!Ux_~zVZ(Od=`i7eN`EZJM_UCuPl)Gp-pLY@*kh{SKbBd4kEaL~3;8(O
z<ExW8==N(-=4d?l$l{P<J@xrKTR;@+G5_{GS0V~&r#}=~pD%MXb+mJxiIXqWfA|{l
zL~i2vu^e<POP(%NbI2o>{V6}Do)Gbi{p;ixecUInI$p6o9P;->*ysbxyOJVYaFg@u
zqSN50h|&M5XXQG6Y^Q2O@jVen<uslopAZ`lFHI-HJ31zBB@FnqBRJyvqQ`+mVN>bH
zdYI^eC1d?ttYerA175uM$@jHr?7bsSR>g9Tg)9fP53<tOJ}<E`4{AR3(}&4!Hyu6H
z|3}6UZSKFV2ZQHq>}#-J%KRQhG?9KrlkXoF*YONU$Q1|$ooUaKyu^KvbQzL;G07=w
z#5FHG2jeS|^eW2)%6mz6HOp8si>5)kkrO6a#ME9x5^E}tggmHqfitNo;*g%zBN_4g
zd#n)-Nea8bsh&JdD_hf=ewZq9M8!HC<N3t5))^Vc`aswx>OolgZxipR%qdF0o$7_0
z=H&GbZ+|51K%@?i?-S+d3y9_lpqad7?ZMS2NkU;>Dm2mVi<Up;vGmH$x-<!kYA1MO
z<*q5!cFbP<VbTQIg6X^M&mQXZqMl1U7^MTgNxFzwBkJY=$&tR9P$-Lf)U=$Ijg2Ux
z2_Brl_xr>d)hw@OMX7d5)Tf$TJj<JWP`p08l-5_`PkEYP8%;kiuPQA2n5~FqIKrZH
z+;xi0=&Cv%BU&hDQ-3?HuRZtk_e(T6F+9RM7q{Qr3F3~g-+S<D(uLRJb&$W}`4`_4
zaa1QMUl(fOlis}e&qSkl$=VZLL={pzMxUFC-??6O@jVe;6tUtBEw4J_evid-r1y%)
zLa&5;qfuK%pX8Vo>7^GK(Nfn#j)-fZ*w@L15R0+q$TzI5H)JJ#<64R?!%NwfIkGW{
z@4*qjkC!qgAd!1mm-yqUgiS>ce4RL_ojO<R4JeYn9#tRt`s5n_yQv@XO1x~ul2A)_
z?3H_IvACXU`;%l}H47bIspZ9vWjlMlB=$7+da?8*>8*2y%u~x>>7|Wyk9NLL?V%Te
zKE=CXY)Fhhf+pss=M?!st?N<ifleH=a9c2<uXASe%cQMuCz?flCEz*MhooPc82@@$
zGfw<gZNXOjcgdc?&7VSvI@*Tem4e5-*eE{3dm54I-ZiH47}%%yL*f$qjABVSo)+q6
zU*^dE6OYR5CZ|&O#)!~kgfr3ZK(wgWH}r?1Z$KDH#_`Y3nN=#>OId^{2S28b`BX#;
zn<YK2d&hd~BYw3p;%i+8T}SOm@#vpY2AIw@`mbdNlx2-1>ew|7C1sn~l|Z)Fx&pL&
z+|GL=&fv;1C$7d)IhQ!FYR|9f=GPbG(%xMBHp~g5p<^2@-MzK)5#cdUaV?JKiDQ0Q
zKW#Lb;Bwik*h1|^FRg&<vKo;mboqb(Tpz!R^+$fiI+m7mF-Xv{GQ=JWD6-zOB#Ag0
zjm-lew=c)`n~^WpPSIY99jlM%#3N4pcFHScUA|N~gOf*AgQ1b_)auca$5Mz~A(^~?
zOB8}CU#I_>&i(9)EC?MX<nzhhQE|W<p!+52#Dh~uQ)kPGR7Yb`j@l^m&E%iN8hXU%
z@2zrZhiGs1<!BC(`9fYwukmVS=K5q-)e%kXUQ%aCZjQBI<aw`;+~Dn87thN&Z7t(-
z)e`(!vQRnWyd*Kl>O8bBtNYu@1`u<7GwqQl+dzfqNwQW^_Y3&F4(!1i`};o9A(x;$
z>#_|evq+bN{KIV-=-x;NAC;JX-RB}+9L<OKqtPi*@MzxaW>lanmwvagJaeq2A|9au
zxA*?a1B~BSZ_tjE`?2Ba^z2GwRwC5$-`pe5@hXUDrFjccpReB8x><cL-XojSj+~|O
z-e?E!BOE&Y<8|`*kf2uQCV9nA6ID2KdH&7wr$?SmjM?L%x?}kucB7X5)|nWzzMm$I
z2W7xX7g;=S?r5J24iTY$x!{40aV6$l#1%=&on#MQrT^$0!Dg~!xa5#YZnO`%2Voos
zMtJ)AN7Uil^W>NkdLLUs+~ctje@nAimLQ%@sGVV~p!xb)uiZxL85<X&(d3V{^(+ij
zSK^iF-@LvO(=^6|Z?kSI=?kaZXHK17&eZr?ywaZbWi<2ykukWHe4#m-_`S<#GgV~%
zDL5R_M%k{V+JN!}w-Q~bb<DrlU-8t6DeBQ63&`=d{4HnMX+jEe#~zFkjIj*H82dag
zq3EHHr&xR?LZhCZKPGMHwIB#ap3isIG}M*(^F;?vA-O;G^FP?xI?Yi?r+XAw`!Zs9
zm23nZVN675O-~=AOypNY>zp;CSrNIf={L!evkN53YaPAA6g=v@Uhn?G()%?OOQfWv
zv`+p?#4lC%mvx}N2{cE>QlbnwiZwLEb$I1oBd^mYvYwGQ3>xhu@3Ef5cB4C!W6Tk+
zluuuy4wV^d73-cvYYp{Dj`HYzXpk~}YmUObPVtoJvjx;)rFoXou(sKa7xjUyqls*J
zEIE8Xa=c{AiNC*?u+VWdr;VqCzY>4S%Z+xbZnfoP3yHCaePd}_r&!CMj4}4Ce4|s(
zvpvP)D-jw^g!*RcG1&K{)Lsm>o1x6Um6nveAbXRUryq6yknbH^bG>o}Lhbun&cbP$
zq<`-o9>({0j?wjn=h4o4u?ndEMKM?Wlu`>uYai;yNbsDO);{0Nsvpn7_47zoYb3``
zh=_K&*B&d`CUldxuj`a*?S6<Tr5=%1){9)JGL=0~oy%8b=b@U%Axq!0Uzz?I_HrL<
zS&>uidbJz^otN}yU6=io<gqo`hF&M80%+3t{fn=rT?Cv3R7=!3dRw@#bS18<LL%K*
zBKfyTKZ%!nMu{yy&dWL#Tg_b63A|sX^<X`A(c~!jHnRG*A)=P^Wx_!gkv$Ha9l+nO
zs`r4tNM)WuWi|gcBC;LPB=}fMmv)67Oj{de>=tpZZ)fTm9McTZ-=u5<CpNuEy9enV
z{c4t>xA!_;g8KKP9FIjiK)!wNi9naDqz!v@sG$5Vaf!)9>hiq`jYzGCER}j>sb19e
zoGdLpt7dNP`}GYS>pfnp@EncBcAH#ZOK<h2J84RQ=Ke5w1Aj8-(;|6-%Er@Dv+3H_
zD_$RhtGA!!cr4lnL8gc**dLR0&uK!2=+=<u7<sZ$y@#E+^7hwa597<RmYu2`HVbMz
zNPoUc5<{)fN2}yZ#%R;O?(=-4>$}##NXO0pm1sm=b%|#1kT}73xphVPb?Da^S-T!x
zN#{Co(RM6Ec=J!ivd!tCVCj=>R@?l0{gZmHM3njEB-`8SV}{6n9=-mo)A<jR=6*W$
z7`J8?f$3O0)D-Dl(6rCFe&qRhD@L0w@*Ly#Tw^l!y3HV)tgPpDEc7+bKLxr7%P*$2
zz9!EgzLjtvE6-$N@Ds1IJd=|mvu4x3=$Q9XM1(u$dBnb6#5wd3*XKP+#`$Ac5^sn+
zz^&!XtMJ6DL%-Xy%Fvc`YN+3uRZTSb>iyKXXpRie8{>;#Q7t4)W$LBM7?zlp5mlg!
zusltbW@er~Ox__J^D;Y5n|?fYauO2LhbX4|esV)ZC<-AtZOX*&xE~I@F5w_nk7snt
zLmfflV-H>NGNY<?uZMH&4o=%GVAECc+L<WK+}GEMSFOpf>XaJu1pTL?>M9YldXtE@
zmbz3WA=G<)9i!Lt^HS#dhRwg;`FdzZweD)I7Ii@EH+EZI=-26Q&!-a-*<%*Zm7qE^
z<`wqYb7)iQ#<f|RBRZfrN(GBD2~g%)nqosP+{epECD}AdXYQ!zk?MY`sQabQ$2hVg
z#{L}i@6ALFKL^`rpr2z_J*Jyq>EOWEd6~F__W5?IP@p4Yn|`dUSe=ln5>tGm?rW%W
zG;gw}gS4{Gw{6SER&qaoET+01{2`vD+QzvoQLiD~IaWp#4fXoOM`O{%$=j2xE}cw3
zcf^?Y8NY#F$>ffE>uF4dH7&CxUWz{zVbNS8R?YHxHOFSPSUYrV_3Jn9vBfJ@)LW*V
zr;GaGIiHIYRliGrW)E~}mNXsvBm9c7N4T`EnNi3Nsk^Dh_d~PadJKz~9j-)J)Jyz2
z*#LUM$Zf~A=vW_^SdM6}hbH8jj^qzm@H3ZtK@Gvt_7OD1m%V6?T~lQF;1hK!`QVz{
z)$$#@9LB4pUg7>zvGl61R8rHkw~koA__nM~YCN&0>{pX=`WEx%%<THCDfWGhAd5dW
zM~1%Xm*``u1Qsl3--K2o<1wGy%Mi5kl+n~Tvzz@qI|CWsUmu;2o%oGwNsi^k-{a}T
zp8T6X`xpGap0MVv22rusMm;F~ry}05n?zac*GU)ARq)%N<2yTtB=@ALfA<$Dn}hs$
zYqlpY?XZ=HdX+IA=Q{P)Jk^bToDQP5VBI$)CS{^)R1J=$qLf|VWlh}gS3Oviv(4+B
zz9J@lGuO7|1NF$r=n7MH8Xumu#r|-*t=f@roQEl?(aIY6d*-VhJBHjSYm4`+bLk@5
z;I|RM&$YDY#T*YSGUh3#kp8VY0~k#REy!m5v`CkIc~s)C`Jm_5%t{nF)+19w&eO{X
zJD<sM&;4Y-8+6VS_GPxbof-w!;9=6bR6On{zW7tCS$lZW+6`cu<)g$`_V%{r7nC2Q
zJBaq}Q>C{i>G-jb5A~Bm2jUm{e&3}3=9FpUVT#&ZeoM-Hnx4g+_E@$&9xM~`ikGYt
z&mT6Ts`wlI3e8u@Ce%8{u6P`!tgL0$wj+T;H4?irM}jmS?aR<_UB}9H#iLQZMLtYE
zjg;);!^AP~$w2)r^dZmtLHeKAO`NN*cto1KS|jSkVb92Ue7jOV6(sc)k3+k8$(e9c
zfci9ham2EaCD)|GUzy{eXGPs4+jT8=w9Z(USBPysNOvFs#+mZU90_Y)UJE&LcFOs)
zQ292rX05H*J!j9zoUtp&COBHTL65_93SMPKB5xs{`55COLuc~gaoLsDJ#$>ht*Y?U
zzGaV|CE3AF-$^!{lepfdzt=JpBST9pX<;ZvKHB^4P&Gn^4|8Ygpr0dqk+N=oNx0^D
zb#yEBJl;$4A&TIsEK%)~X}!;7z$AW-jhq|)C;pZ8KVhrn@d@d?|JPFt4Z|+s*n<N5
zN9niRLmXDVOB<Cs8DvAjgQRI*KWBy9Nt}F@_*wF@MK7cxeyWgsmXIO+^_poRV^0LD
z5Z@0fL9;)njPCC$ESmWetwi5L!IO+8$Q3?E%-=ch-~`s4eA9pZEZ^24S<=S7fA3QP
z@x!wBLr>zGuEaa1V&T^g88pLL`dGTAE3JDxW#}Nk`Q8UBDbaeqc1bNiU%SYod;IfN
zA9|VObdPG8Y$dkHB%{7!&zGOaUZxL{biTXzm-iBaKe}GgwC^^}TT14fBl-E}J=a&-
zh~x=!!UBj&-WX-Kc{mxZ$Ilfi8uG*6O&a9&&$LmNzh}~ny<>h>UbAz`tlfik!n@+<
ztDmvZ)xz2-e;d>03@qe6un9k;)h(-Kh+|Bi@|U3xQ=_HpO^UUe_m|=|UNP;5*jAR%
z&|qn>nVjmt$?rOAETYV^w%;l_Z8Vyd&bc;<#IcxE^x_pp6{q$o%-WT@Hd_6$g>T`)
zj$tW9Lr)(hKDN4RIAZCtC(XH~7z;m;{fktIw0DPdqKUcK@tw1?r52jUalLffhL5$+
ziR*@M4b`$gvzJuKFGPawCAnhe0@Wnh5wz4fGq74b)s#_rVe*}c6mu7){&m)_>lRAY
zmui$`sx+|+%}V@)z7svyQID<LZStr+$TjM%Ncj$1Nn0h-ul^Q&*LT1ehCMA*jD|P^
zZ+wkzinF{n1nC(lISFzdCGi#~0C}8f^)cSYo=c0G@`q|_K2Mm?JsuTjZH%FcY2HGm
zU5z!W*J%xtT|nDJ$j<Nr$nkjTdzer$(*V8l;NpKx`H$9=C1S(%2rTjnVx82YpnR2@
zf~8JuW5)Ji+n-$_m5I6Mt7jDP8S7mc`8HzWFit|m&OZw2dKOBrm13!=5#O15f8zNI
zqw>5(BjCH?z0Kv>*4=eOtGq-n+A{av&Y_-XW2wkrMF()K%dBf%wP+?q5m6AkDn~i@
znf9~|TVxcRWW!3FHD~Fci`LM%t>5BtlF?RgNL^3RM8L<%f<<<99NQLqMHCcaBcl}S
z%QO5CIvTL{a1=jHky+`7D3W-W?ElqyOVlaoubbD2N}SP}h$tA#dmSmn_rz;gIcQ;f
zkPza#5#4U%Yy8A<RODr_gGfFe<-3c&PpH-?w(kzgm|}1R?TfebHc8y$$*ar}cf`pv
zd<SX*_+(}F>$+tEz=#HJV{Ao*^6SmQ9u-OBld~(W#D_;nhEub)VjVmlGi<RBR6Wpk
z9$h;NHR}6q!v%M0T%4?;iu2t`qx_J(f@oz#`1aN&RAlFL!|vnhV;AmB5uu%z9HHD>
zuRNb}U1c6!yAX4Y0q?1uPp4~S&$Zz3(3PQ1=e7MX^WLY+=7#53R7s`6AnITP$nWD_
zwpQcO{9-bs{BLy>XS>;&1rhsNwS|n=oWF<FPOdb|4|-L2Saak#t_Fv+`>)>X%e8Zr
zM)PMeo#s@bW&ur1a^6mQJl>HGjgRCISX5=zP86z$tnm1}sblG)INj*N{yXb;sWqQY
zyJSAkT+^&)$Ed8$KLyw3JmMJ^$trgk&+5>39myf8_O^R;sbkgNil4{g(R2sZdR575
zt?Jx4w^qj$`epBF&Lj2zV+)`Q`XxU9O5c5~?Aq=Ut!Z@clc}Q(`qa`ZG)Gg0I7NC_
z>pJdo78XNf|61mP?pnTQ&MEfLsPnJPaL_+XFB^P=Zp?<p^P&DrgmX9jNgXbt-?4rM
zdvb)=`rD|GgYx-g?XLonb-9vrMK9uWsBeatSe-L5t|PSpe3hQexXjYmXxdtPzVjfe
zV8r*#<&6D;nvSF0A8mhQbkBdEg|~>e)zfM#?MTk_??5?LGb$&6g^(t)3Q@~u9BaME
zL`Ys)(K=aJI;WP_GdM&~tFT!A2G)YkASm@Vt#5XOl)5nTotJyZm+WpF&Cb^pp0jk}
zo%i~BjzTB#`FNTAJVwWsy`Yafx+g+GB#+dnr#F@#cHXQ%HPSG>I5cyer=y4Sj*vN3
z?5$!d>$fecwD3WdzoqArg?~Ot20cDG+S1M$DqHMPmSshzuv$7nJGQ1wQZu~$n3j0A
zhEhAic#mfZr?P>v{?R%d!#7Sv<?g8rQg>me7&N_`{>?PQ{Sb~)kZhYpCuVJ9`5UEN
zEVXO$r!&vUKpSV5x>856wO8tr)Dh{Lr()>xPDJt~@!3|ai<lb6tYI`5dM>85_VBRx
zjQM2z>v6hseg=+qTF~28dl>L%>0PwDf%y-SHi!{r?E`XZBjrw&a;>yb(W|?ZHDvb+
zyI^AEYpB?vLk`N;2@<IjgxDKg;<I-?li$qSH|vW2!#j#C8#`7;v~=rSyk)u(&w`6A
z^iS#ksJ;vK*e^d~Wq=6jlK*IN<8juF{Zb|orA=I>n@zRS4lSbBIQ}2y<%sSh7hn}~
zDye9{cz2@ScNANz_k77`VdYET<taf=rkZNBGRKg${LnQ{s*})9DUXnysWUVY%rX<&
z-+)HLFMg1COYOI1KO*d7R2^L(wrkij%}j{ibB#nNn6PS=xlN3t4jkpb+o;auv|{)=
zIwTt{s~_=lZ*;FFZGj#$JCEo7tK_vGb^3Qp!^KGcBTeZ4V>;*QcWLtFH_1|=*QmcK
z+S!vr-uvJRJ3+K>nOxk1pQ(iH?4wfcp%Jsh6sT>g_XO~u+Gvy)v)}(F(TC~Uv0dlv
zpfOZ2a(n9AM5&TSOdg?HX}|wA{hry(dva|nBJE@AnJl>XN{i)){a5IvwaH#YgiJyr
zE{wdET6#QHymWJqac0grcGhRUeRc6~X*%)MaSb%k$k2W}>8xnSzENg0$GC0P(Osur
zg`WD<Ir0Q1bwf+uZYQc?f0=FYr{p=H5u!d*C>P7fnq+xdTb3+h*38T6f(bp<S7$tm
zPS`ZEPiBXEEe!g@<i3n!*7z2G%GMaW=4(7wy?>DMWPb~_!RV~WwglnRu`|?YVx1Mr
z%`U~#`*UfIMIGIiCyudDjUa0>&wkAFHj!7*&eG%^vqqQosShS0$J0eo{4!mHrj_wo
zliYrJvA&A6%**jq$y3SJutdGr@f-KhiS;~}Tqdrm($dD#lH8tJV(Xp=i~7fGA3y#h
zvCkR4#ypnDT1LC(eYEl4DJFWA>Mnnt@_0*`@4e+|2`iZ&dDi5jzDhneKRx=Zr73z4
zUnwJ9M~EjwZ<Oh-E!HhwF%Mh>nYpe>K0SKtJnn+2rrK|&7>kH>oqnR*zFu8h5-pO+
z9KM}AP35hAx`t>~%lIy>754v=0imPoL5g*ly7DajN3?n@mFIqePH<n6(yPhNJWO<9
za>vVwCg_(uH-{JqUzJHq>`96B%%1s%Wi;{;4UO#vh^xAzabm1p)^KI3tISNR4n)Vt
zemZXrRas{~Z<_8hDtb-UJQSnQp89PWmFDK#Jy$K~_=(UccQ5DF8Dl$-QaVTEUb0e4
zJ4w#Nqul|yXONyNdc)X38rLTFweco1nL}BB(w~owr=rM&MRkO&p*u^TYIdX0VGq&$
z%646?jFI)g>XdcZJ5#R&ol)4Qmc~Cz>gZDg-`Tl}C0SFIV0m4hXMLo>G}-EY(iKFb
zt<|_^6!0*4D$HP^BF&`690Sn9d^7#_Ws)J)GVV-!9yOsOuBKpz;(i)gsI5^;8yzx_
z&VQPu`)!h|wMyYRsK_{zowvD(c+a`hKfldV#cp41*5a=69_(R-pDq1x4%Ia8wpTx#
zg-OvSItx8dr;>Hhd0&-%^0yN2N3bzj%KSH5A6&`OGGCc=Y?@DKoe^<IB-xw!cgOyE
z&-%2=4*PxXC8<HSAOD<>W)iWi5M3H*Fg*KK-x)Q$^N`szAMLzpN&9)UQb((JN36|U
zh1iFPckuOa%ip8t8CNV{4%fstxCK|W<Aw=h?I}znl1^+K@jS*wrGV;~?X`*Na|RA}
zUvjb=x{~g4D6`ykaXc#ewW!nGpFB{_gl(<0QJcJlTg-byifUfQJd3~A%WKaS>sB{u
zmMq)Vt9ZU@x{s5L(3wW&?9rqz&&Q%HF1^$0=#LS2>vI_kp(hzPtQHqx;LLK(z2TG@
z(+l)JBS~!;Awv8heYSOu(xdl2O=+2^DWXfvf@7i71AmS!ke4+_gr~@PY_BKJTUF+^
zCD_I%I|ZS(veKzHl0-y^Gz(D~%_j*NHoT3e&7sylEV7aHr|e3E$M${XJV7kK^*2V<
z<9U~vJvHkWyAt8Rw}VqiHu3acDD-|N_sFzeiBafeHcicJ_pOXs9xq!^HNt@eDMPa!
z%SWdPUPiZgnWd7f%%3`g?}gkM#Su$ZOckviot7C%$i6%EVhq~JMGv=8Dni0++EVIz
zR!sYz{4CS?Or20{Uhh7MHSO_qVMh$QU!IBWDKalOrjTC`J#y<m)mlaD69!XXMr_|0
zz+@xyi!(6fyV>tzs`!q;9;(FmL~?`tqG|i&=2)s=5v=lpCnu};CV3F;na|5RyDYZ%
z^zd@SJ)T1909cY5{3h)%o9|HOH*4Lp?Rz3D$`2yJwzAmSN>@l3%hK_MZp7QG-y90B
zNmTou2vN37hUm$ZiKFiRWQrqw*3x==<~(T4&dELlYbKV#7@I1dhRl1SiWRudJ@Y+i
z;ABT*%|p1oWbxVK$Q{|gE~U`pgo5%)@9*g8Y_T3h3|Mreh<z7yA!Kbt2Mm!f=hW8k
zjqZr;wK&GPTC9M6N~ouisGlik^bN-rjJ=9S+EXl~@-ui`t!laCm>qdF7N#!LSLWU@
zYjgf7-Q(p0@6WI(!hJm1u*@NQ7Bg$spX{-;u0&XLnlu`SY4ScRYgm@#qFfKUfBA~X
zfo4Nul_k!UK$}u)^{2Vf!yi*z2sl-hHQOtztO&GAd3Ik*R_A(d8Oe59=!_BOndNf?
znWd5c6(d`>P9R;PT8TB{lDt6Mc~WW>lM{X(yOude5Wi3B_*tk?WWfzn`Bu8tz7q4+
z(*i4kmcN^Dkn7DdYft6po~!0@TA@#q7F8`ed!FbX^vT+epNy;4`n@s{ze@|1@~R-_
ztXJ`h2_yU)A7@W``S;;Uj10-?+h-TQ@0$GhPjMy2!i;p~0c>)}_mk%mukKN4+JXr0
z8$E1z=zw^W{>3aq&C$L}Y|=ixGdV};73;^CgY-X8*Z5;vmtQ8iCJPzoPxeKFPmY(H
zwSaa>e4U=Jx_P|5V(qpj(=kON3}{4l2b|Z-K1YFvj|BgALLm=W`xVsVoUzTL1JjRw
zy~OX|Lp6_1T|6<mUnklb<*o*uR@m*d*40Jx?Bc&C-(4PaEK|qQi?d~Krajvk(RYbT
z)|0g-BL5y-nRD=J`lUSzthVLj;1%&MF?uVjJvy@?mVNN>Eb2dhO*Ep$opq7?*PguG
zC@Rk@aIT?3FVKmSPoL)m9Q+adlSr0E@olFXnKETJ)@uUip(>;1V`dF)=cFthT?A-!
zJ5OUNr#M=>_tsJx0V{9)e7V<;-W^TNvA$NDxY~-7yx$tjO>Jqmp^`s$H^q|dzRgo$
znNnwZgN~J!U+16JgV9Ibd=D!vQ;vKhebc5lROil>%1k}GGg_geJ1+ctW!~EJGBSFf
zN*dZ7N78T$!e6EskR3Bw@(kggG>bVeuD(fCZtMUvnls(7mNnh-T`{s)AJi+L#(~FI
z%bQ*K%Or2lC%HFFtWxX%S$4R0KOx==Njs8`k*HGh?ay30!{=)uk!@VJJtJ|9@gsB5
zuEc1xlP*j1oIlt~Iz{z;txk!U8+9)S_i!b~p`JD7$CAk>0!C(XE@+NRc*bzm5)3Y`
zM7a7h7-ROOUR_4T7>Uhr$Q2nf{6q`T3x8}*BRX|&r4_gj@4y-(QwN!yCE3e6uXAH+
zWJxyq_$v`Ed_3EmlXbP#YIVB1uUqL%rduiBxDVBk&<GvpBd9VVNiQ?bb3TG(^h|=7
z$}u9vf5t!Q>sYct)H4SIj`h(oLInTnD&*Z{^^|pq<Xul1(+Ph4awSGZrG)6lbkz}g
z)|hS)9_7aW<GuZ5*4ouuxja`MKZS^I&uW)hH1V7If?bK|qZzJk3wIf*iMgcnKy$Qm
zHF=CY9oGCYsD$LA135>CC`GZ!+v#tuxMXZa#k7e~X?I9}O(oW8SsL1Q!rv3&$#vQ_
z=^f1u#BboSV8M}|_56<Swb(+19=g!MY@L*MlLWE*E?(8+So-N=JE*lUcxmtZD35yO
zm(C@u)bh^EQ53xtA)+TPHSaLXQshmHM)JKhu``L051Z{B@Aw*tagc0J7p~;DHl0V@
zN2O$a1%V`fKfgNaD;^8q6JfELu`y4M)wB3(if7DUF*^{SCpRjwF%3O6sK_c3#;1EV
z)j>g~GkYa9{F}eUmT44WFTdzBqPC8Qj!nmtiT4*Aukq+RK+D(;ST8{_h8~%U@9`X?
zZ-=aFNso55ia8QmC)=_HE%}io<bBh&!r6tu3TKzw-&2k{-{EO=BT3vCs`yhTpZS@F
zs?^4I*Hz--qy@7Mh9_QC^G?NHKf-5Kqy<}iQ`R7#k&$T_(P`9TdA`X`v`}eZL^(xZ
z4VRA`V+pQpMtl!@c6c6Z&m@UF26|ihZ#p}*6HHU&Rm0|O9=ZIFo*4K1_Mq|i#Q5kE
zW3Sp=i^qICnqG9Qp|#}+>7-reYA~amTv_g!SfX026Fo(GuIQ97sPpb;uHtJ@YtQx3
z-zQ{r5Vxwzqn=VMX)z{EbX-T`S5^F!aq9G(yrLdrdVKX9*%|uxm$G;4H00Z3FCd}|
zaWfLt-Ys=JZ<y>t?2ZikK6872ejY8k%h`;w<2_phXiogNwDy0I?oki2y-nFU8u5i4
z8u&zXM=bTcGvj1WEf`@THbzVP9#vL4lQvjenIg(swR)yS0q)^*{gMg_>0+iJ;y07`
ziqFoXcWbOR5U=$XRaB=(ZkdemQ(>j@j_Ua&5_<jC<d}P6{4o+%{FWWnG1W6?di^4(
z)j|ZXtRkV=Be74m?;gk&8lth@IqJu+C)K+w$KI+0#x_8i&Pb1B{t?~9ZxPeSs!2KT
zU+SHueVTO9paoR_%m~<N5w9iPgVsbt#9A{(sqO@_9hM2I<?GJWHNXj7CHm4+%V_Hr
z!1}4L_!ZE;CqirWowdv_u?s#Xd%a4Y^0c-6584f1e#%g{5LvdUqz}E>nvYRav!t6n
zV>D8UB_T#>6)437<`2|7ZA+xAERoKfer>-fOQig3d)qY|P3)p-8F=0#{crU}YS(oa
zMwYx<_rt^bit#X`BC}Tefp$+!LE9@kr&6tdTZmZ6vF;EeQKfZHj7U9Mz4~{F9wkpo
zJW!;cZ|Y`So8Pde5sVAHIP&aFi+@?=R(Bv`TdpR?GSKsMe-C`}c+`1FZ>voWQ*9BC
zE7k{l^U7nwj^LNu<Tnt#OPPYD2_UiW<f+heC8iYekIyAb6w!uAUEjY)j<AJ7QLWL2
zPU;^UoH`y2{Z=_UQEDGL%F&JQl3eZE#oAu=UXqBO@dLg0AbjjrVimS=vOa1%jSlEp
z1Mxl9@saE4Xauv;OB#XL2??A_Sp1w?&f|L`EIK1oyYBF-h;rDAcR#Jhxy-Xp$)S%R
zie)oGr1?J?5jj@tNY3}qv4Lr{qS8+-O_%mF^1evV{wQ^;jZ2T`GjgBbH`^2Z?mVXt
zfBtFu?<(k_c@bG}lbiJCWJk!Tf6t{TUgx!3$M<+D^{p_zo1DXuNL0D#so#!DZ;ap5
z1TPeORz?DNu_b?q^Vna{WZjx7tvIga4=cC+lzcXih53bjRqdmxqJ3;;FYFAm(z3PZ
zJkDv<@=!|}weESIW-4$NB6>Hk^<#G+w<IS*LKO6e=^Q^{yq&BBc}uj9>dJLAWOA@?
zJQ-67sqR@}9t%;VA+@L{U(r-QWVO79m4KW_Smf*DtJSnA*BEvR%{kBC5ZA`Jk}N-T
z9mMxUXmkcDJuJ-Y;B4-e=eVyVzqxV=E)kGp|HH-isaiGXN=ssoqK5YEfdyW#<3UcC
zdQ|7#Kb(AxQX<hQS!$7EJ~#iA?!osp{bHShtoIk``h#@VvH4xBYcI7C8hq|$G^!y)
z_mpVNCS){ajW~)a_}=wA#+){uT6P6A#Gdmx+t{icFW;Zmc0DP{-i`WItu5@kb;s7+
zMvO>R{*0*Rlb(cx8LF*M^;jbuXfQ?XmPuHeKOSo>|D>KPF&b4l?@s;=o~UX_5pDLZ
zGRA1sZK^IL%`x%u6z_VxyqFa*ABXN&BpfT%+Rb^q^n5ybfOv-V&e1gjo`_rADXG{a
z%Mx*m7?>QLp)nm0p}~hf7L7VS|B@&}b|AtqD!*PMaD|h9u#D(ExUtp$)PD34n#4L`
z2@f6;ocbo6Hu+x-+Qc!4@NLzEZ7h~)(#~kDaHvS+z-e^Q^4XM6u`@xIP9Zr5Gc_oD
z<?D@*+*p003sULV0h%+G=rvw%l{==#QtSRMt&{RJ0(_)zrc)e{0<w`U9>-W~pKXh$
z(3VRwRK#jjC9!~a6D@zZh<l{zJRMoLv1i%FBtQ1%#n)*~FaZr8Q<Q>&e@xu%qas*6
z$B&>Qy)IDEPUo0QA9=pfeZ?`}CF;?+j0bAnc1%}&7p#c!3}_pZrUO`nZ;?Z9evRHG
zpD&J|wzg{d6leMw2C_|-MUro$*afW{?bcuojz8I>tFhQQf9yC_S9uG?aTI|bSjXIz
zOr39Dr`DSs$r*4UvAI|E!L$P*mf3yRw5pl-k|rmLK8aMY#O)mj<URM4j~EF!$jGn*
z?Pa)z&!C6J1UZImSH$+#x-nho6oN7t(c@{g*ZFD5?irjyTY!g-8T>lB5UI7iO0~r}
zk~^Mn%D&W8(yYa~eS%I=9kWNiV+-rKrru6g)vIL1^Y0@p%e}K(z4H7lTjTgV>eI>c
z!_KQW30Z5-B2k~@X^*%v#-wxOvOZqMgv^b_y1hJu5BS&OS*BIQGvc~q>7x@ggazH4
zX&B*YRhNYE@-k%od>PL&eMTp4_wtI~Gjx#f9FY%*wL#{Btu9p^3<<H>!?fm^oFDP&
zXgx>=is+)6hcee!fdqd+R%?A468jsETupQk%D3QT1M(5X3+$_k{ZO#%naT1}qfQ+5
zl{1A?nGw4AnU5QD>u5Zhp<LD%kYnX(?xu(ezrAJKkHtp!2%h^|FR@8bw8p$%nO|YY
zf_;PZrLJV&<+H(+L!dYJe$qhjFwP;2*5~I)$bQ@?EI^5bIs@@U#u>}c{C)MEdgItW
zP{XJ>Ygh8KN+ddaps&`v9Zfp}6r;gHkk6y;!X4yR{+#~gyjaZ{`X<RUxpgwUEy*6i
zNshXfBwcCYl-H4e`==yRc-3)4NOV$v`#LAL(+-I`u3y>YC`+GR$y6vMOMR7h-dlTR
zgZ9n-uUY#NO;3NK-Yj0n`K>))j1J{J^6etZr~*z-gB&Y03gR#<+si~NdQO=XijNfU
z6GKzhE8HX6awW#7d{|G;^+wWUdh>mwj?6v$cKoA0G}~9d=bv4PXhXfmqM#lQ(t&C=
z+4gH&wm8=M$M{v5p6D(-tE1@ImcEFd%I@di#5CE?)vYL$9a;B#NBx61HqY;!`J+tz
z^{~mB*<ae@?~^ny?e0Yv9L+7_x6*rR<%Gd<w64^=zaDOlN>2O+k>uFPJUTxq-w~~;
zQ8fKlmnUF%A0}^`3i9J*+cZ1;heo_KCO7_5T*+_$YO<?z+~-<LZ!~b6EbF}H8Wa06
zZoZ!v8Sh`hGL6~W*socm5_`JI&#vpm^}X|Lja+(8+_la<WwT!<Pl>hv?G%qwBl&n&
z$y%57h>JRfMVR0sJ&2%;R$*&TqNhlG#mjsT)q1BF@~rp?HHw%%{+=}{leej^yB4L+
zMWo&C)c2Xp`Cm!C&|z_&XMR@d7CGNeEA2~NT9KM0aVz=E^O#m^%RjTe5_5iyhw>D_
zg;&g+AO4<YUgs#YqbS;O)gwt`8cY+_Iqk&rP^W(0n&ON2+iS{rlyO|YMl0>Zgg#4k
zesX9`dnfui7oF*Rp(946=3ettl+mBD#H`WIQ<E!ewA1cU>#xc3mGNLB?O$=0Y|9E=
z!=oK^(5AKb@v`f2J#vVw5Yj^?O>!U6=}e6ZPrzdu)#D+nG3MFC(znbvvM}VQm-uEf
z#MEE=`_b}b*&*-Qc#4sEiS>`rZpFGrF|?5Fjr``lT>U2Htx9C<$z$IrnstO`v7TE-
zCW{#9cSFFg$T3?ObAA~QG`L*lV_bhNBct!Lj4zh`nln9m_8a%D#{DCD_71S;?{3v$
zC4GhGPM6Hx^pgqOXxi8d96f0(<~4kbamoInw=|QtZI$D-G_D(BJjOY*ex)|Z>n~nM
z`(nXcV&&aSJ#qf@6+J7q75n0#hDF|kNCqy(6gdM4xmDH``8&m+t(w^xvZ9W-+=D_^
zoL+~RKF3SU$EnwWtZzQ?m#WK?2A<>jr5;oK$VX{yvqyl+5LHDe73~;6Zja}jDtXzm
z+<EV#zey4v^X?2xvSo&a+|OD!<MF7NfvCOPx#lCfT_vrUSgEcaPN>slcj}CpqnucE
z9dPE{2D<aih|}9PPI475so<ftWRctU_IQm2COD~y7m5+;8J@Ca`tuAtnm{i+OWJd!
zrWwst;d{svzD+t3kHb3p)Dv%Wl47lNGzQT^Ig_swMyS%#ko#H_vTaZ!?}UdQL~Gxs
z-_SKoH#~pWUD%YEM#tk)Y_#5owRd*H)5uODd7U`LL~=VZFQUx8`-j0o7q|A<Wf_()
zy|mN&3>@lhVo#-Jv?Ev8hZ1u{qfw4|yUdmPdDyK?C!*`~C8&J=5|3tA-cIZ5%e15N
zPpRJX-NaeC3|rpqzU!=oOuMIga$KXlYelbZMC6uBTKze3+D?@Iwvw^7&wCE_)MZd&
zy<Yg({oI=~8KIcp*QYD(l}Y#Q&1vpayBBir{LQ=cOw$Z`imYWL+TPj-MOyW<m&v+j
z6gvNAz4IAeu8vpp+LW>F>8!`2uRkShH4=3at@VT&jyXkoc9;5DJ~0mKt|Dg@pAJWr
z3-8vyS5M|PzNe;!;#e|$pdf$tHd&E9Em=z&meOJQvUa`5_`0u7W|x3grL7kDUh?I~
zM3b^&n{kjow|{M|D(G|Nr(z^qx|fefL;h}U-55pY>!zh8JSF^<h&I+qeH|pm&IKpm
zf>&tgYp|x;`$)$kQ6I0tcTXWswYNxpd9OP3-jiFzR(UmPe-PQkH_5ku+|VpzHO^SG
zl+UNas`}j9#Fa>^v7^dlwp@>13d<|xWagjZd+KLv-VnPq@=3N4hJ8=Ys4<XzBiEgG
zh(rj+PFZPnVAKdqxA)M&M?Eo*OJ2-RtbyZj2NdKTe)?G&v8H7HuO10j9l6xb^JVD(
z^<380snXK7o+|jK#2?3McE8GOz2G?`pUjcaOpUBPw0ik{eHXhQ+3&>p(DA8q*zvWA
zh0v&%k{$zoLq@8-Yju@^-YRCN@@{d?E6V2eA}ZH_-eV1;d~knPdwvMd@SHmiq4iiD
z6{+}lS(id}7wc5BxfC+xh!aC1ojOW6ZwtBNxmL=bCRh1;B3%1+X8LE=xOCQ!zw1u2
zigz#ml2(SNpVsc^<fRcFtFtvixzw9~=IT{mHbN-NPG&vMU!TcuW{Srv1sy0a^?BlW
zt6Ri-RhQE>dLnhRtf|Qo5Lca_0fc)oB6dbH5AQ`nRo~T$J-w8#QA*v0r6*xm>L+GO
zv8xY$3fFnNRoi&fx$&!nNP5>ixp>$5s0NNH*+zxGiT`xHP+3%ZOoVK*lf4kT(x#JQ
z!N+MeGJ%;Mvb|*r47CoiD{WLn1XOj{hsqB6x_8so%Ner7Bp97jta_<(%5*8=KWa{P
z-^m;2pe4^qt}I3i#i>WDYayNia28H>-NiT~59u6K!c@y8XZUIN)>Yx6TM%2+XC3#B
zOuco)Gs6ZwOly=AaBOzM)zL?Lv-|M)ynSq2vKDQ}q_w1&m4-U3!6iTS40#3z(c9JI
zptB44&7EAatkia*P4~<2Ml<}SAIVveA7+K0(TUrV7y0OhsZWl#dz)=~ws0v@v@=Z2
z_O<NB8QhbGw$ptdC+_ig;@eoFj;9jUNAiY-iFta^6VH>M#M1l=JF<p$B-g4ulV1@r
zPeF?<F`lktI)j4N_qpyD(=TTJUw>_2D~*&nG>$?mCOk2Vt0iaKW#4@B%sJkTw`+0E
zCO9xxN_Lm(jm}lvOZq)3yV63%EQg!B`|0-7OdY!t<Dfr5KGG2pgI@z&X(3VO;BNAc
z?DRy#)RrG#LmZd$7?;j1&w5I>SQ-9EdYE~8^h#p~nrbe0l0;Ld-7mMY)!MPwnH-eG
z!pi#4PtELna%B;f&hX>tW-=-*XW@^iuxLLSr!JMX6?J4#M<H{Fb~Jji`%HIxdXX#I
zTdHDw+5^f;$iMe^kZ-@XFSqjY^D@2IE!z{noy9-xxyEnm<sZEr)XwL7pFzCF(e^#Y
zA96j&QI4RLRa}aAxr6uyNv!qM9Al&jTKBXO$wyh5MW$YM&WxCQ1K6e-qxVSYW{&P@
zBhraH(1;v%tvkVjZlyQ0uDMcioKtL$rhQKvjbfOxf)v+Rk6CeZ3Bu1Mzhoy<)L7sL
z5<TBB&)k`q3*rpDldOSQL$qk4=dk|gcW`cZJf(~^!&E9J=hplK;nIrxG+`vG8{acW
zU@H!cs=&<es42%pzRwdjewNZoZ&Q86uR2bn*-AP12<3E6*}ST&^KJa>_BlF_1**oG
zp!xe}3faC#q7-#S)NAfW`bPXvs9#$ZbZ5;)kBHC4_p}l59H^rm)@Ru_?H4F#lnKSR
zDHh=rvj^3_g4Y-SJ<;oNI&bLVv_p-Ii^s~DnDP5d&f3vlO>3j9sOGVnoEz2VJT$4^
zx0keq#`;=gzfLr{l_X<%&9`Z@wB9^zw37ge#CS4o)~&wrVU2qrY*ELu-pY)bE^l#+
z+>jyMN)eB;g-N~>82V6++B+}RT!~Ss*4eYuDAsxY?R&1Yu)ukFyXXRD$f7M<r$h0i
z<N1aMPR#<o;rG%7wv3971W{p+dBH7Osd51-vP;h=d|o%|<mxlfm_FjHQX;w5T3hy$
zwywT5bxZ@aEUwW6|Hb~k_38Rt`KcBj%|lb}^sk9u?~=8PxHY=ww`gnSyIM9kMm3L1
zSgE5_i)n;BTgRaEBVFc8d*oYQkLOCyl@=;ZTtS-Y{=7fsD_XgxGpIxdG5sm)XGQM2
z53Nlf?Q20V(jBnY#dEyICI(g3i!9UaNrv!B9xcu(J;RpJCk`@b#LlgFt$F*s_gZ6}
z9or!uBaUTA@&E7M%TGxYqCO@<@Mo=U*7rD|P2%<VD#a4_5+5{6+M+bP``lMD@8!4o
zA!sD>nRQ=L##vi_AMMt@?MG9@-I^8}<3vxQ0peXaZ6xg6sA*X0aPkx6sbX8$LV_(X
zr<BLMt7$^+DdtPo(!}Mlzu7|a*?ZgZBz^bWQ`S`^Luekfq3J-nf9mYNGJTr7QgVX~
zK}>tyg{06mJYNUmA@jf4Z^3D^ITy;akQAGu1}g2!V1H`Ks}?GH*kV3pUg7P=$Xlq&
zb5}X}##e7zc*snyWgy%4#CU8T<<)e2A|K@Ow7cZ*)4xn3<+x)lrry`mFJnSS${UJ#
zXHvbdC%c46{;X9>OSwKDi*iJqpyt>9WzqPR$dx6^DDUX+sA;6y(dZ71*wXuF=9-qK
zI?x$G7XmXd$f)V`t38ozrx$rd&3~=eWDB1-O0~pzTgHOAw)G09NZ7RFtO@WN$(35C
zm%I>84P=%M(KcrXqCaX18m={qTl*!;n5k3Vn@)$$J299DX}OzqZMCO|8=;Ypk>?&h
zOtc|O64T~rH1vTh8$td^r(!*vIF{-7WYQN`h0nSK@XsYpYZ~lmd17xbG+V=QH1CK#
zh}hs9vrgN)-j7G3j+ciC1?&FlDe+^px|q3w7jWMB;}Hsar7T~xrg5ldn<iY=ZCPi>
zv70PzUbm*9iQ&+HT0wMh;%UDKH4Z+)Ry1w>9MOiZX*gtPnC`qq|9M&Ny%M8QU)vFD
z8Q-O*rLIIc=--x35nZsMiu0c*ZmHiEJzU53_U)totglRRCBlam2A^d=$u(-8AyZ8w
z+d!OT_<H4fn<S}gT2(#hrHMjDHFayr7m4tV(ky-}O(=bpI#!;hXqf!jzf3++&!jv*
zS3;4qsJE4NF%m`FJ+aZ~IpkaDQl4ui4z(&WXK;yCskm{uT6G2%>IOG2ev{VLi^*et
ze(}|$ucftHGk!)TXs(|mcd-QZR?*cdvggWIPj9`lH0utjIksNCMXJ${<-Edg5*OiP
ztGhm?{+_E|89(iCi6<Z!pVl*1{W>X@AI%l$%j}b@G-O-#pQm4pr`JC_0}JbyorlPZ
z<k?#+onv$?Rfv;SF#`pD2Pc8QYMj-6ygt-<<bOzXd6V=Y=Q7iiebws<ROGJzl<<%t
zeK(z}6lbrEU&mWjQ1#|NkC$nieIdUZN%9g6ZI0G~%D;Y@yfTY7-W8G*W7;<Y^45!N
znRy(2*6VnF(KF1-$M@GcJFRGgD#y`WBcq5l#lDlR?di5U9usT6wC~@imCqc9Wqou8
z@6ayPI(5!(B-Ll2uuinKjK}e-o-793`Zle4<oQLis;%=w&q33xnfE<WCh~k(S!4~-
zhg$7K%HLl6VanabdYTHhS+XtuSe%J%p@K#>(KM3bGiak(ruB(qOSOyRwGLG2i2;w7
zW7`v+{hpXhN7Doxz25t1WZWP3Y4+-RX61~ySQ9#WqvA6xc|L2`Iy|(qn<+z4r{X!7
zOdI$47Ne(W_RA1GH|rUwGa|rpme*Bh<}|0H%!U0r<-+_FN5v8QcDBEs?Bl%C&N92i
zf07~Vrcw=;`{|?BexbULN%oVznR$Fc+_q+2sTxQ3tl?A!Nb}FsgC%RWjudM<X7ywJ
zzl@ZaLNU>^RK3?^^EXo;;ma^`9K|+5MX=#9t)D4jJf3s7KX;~YD1EGTx)HZQv3Ds>
z()>26dy-x4hW2(EIb4^ze%xy)*@Fs7IzgC1-KzMhLguM3c4ZBf<|!(NOpfAJTD#DY
z^`iO_o$N2uzp1ac>XcNvVo&!N)HcyuxdZB7n#_tdo6mb<76m))&cvq^m@PBU9w6K2
zqW%psiVsq@vvqdf-uVTd*3#tYaZT|uYStQDCvPpG#pe>Ax9zBkb;Pp7!g;Osx!ob=
zjw`W9=a?QJ(UoWwd>Ld?^B6()DAeI&lp{AZr#BX7jdGgkleJ=`6Zh_ZSdu(uTA~rf
zNyWX$>BF>Men=Fn_h88ev68*C#rC$;J!C=WG=sa#G-F46M#u#Gme!6?#nMxvYMpJd
zhDw#ldIflH^6f`hIOTKEwdM_Cvn-#xocm%o$@Xp^tZ+<Cqf~?`pHH?{)jmQy#E7J6
zd-keQ%^*`Xm)dn%r^kN&sZ!QsWMm8b<7Rq>qGy!S-Qt<QXPJwZ>F9}7v1VR7#<Jsa
z_$y1uH2qR%V`x@VUW1w!LDzOPl_lm+{q*>rWjyduR{Y1LtL`VCEj|TkOk1`1*~Vmb
z!nNEGv0XIVBc{RS=)|g$C$32m^W8RlJF&s~-kP>nsu3=)J&UB{9b-a6Z`_!UiYd6n
zG2YyyD9f|nh(9Af9kITs#^ruH+d=g-@T17EonuqTVB&oeAu*{jqR&}2m*<%OgujHh
z$;2o{LR94<bo<U5Y0D8ky+XH)h`fUL=Z=u4Jgo^?dXoASOZw0={mB$3j-iSDtTuf>
zBl=`(Om1L)cA9(uyk7r=9;C6>Si)ty4Kl8hPNoOWvLKedTbo>i6vgi<#AQCI=SrJG
zn$7emMeuavaJGV{&qqlkjmxmdw}b|5ZM*9-DvyaNRy`8ai@S|U)4S;ABEQj!=PoNr
zem#JE36(l3mgM?8zA3Yxd+wJxho@=u+A7JBG`&u?E5~m5Uh=WY{LpFt*VNBtdnD)i
zG{X^l7XE2HSFl|*B0EttBT}9q?*;IgK0Rsg-6V5l^-hv#o$XzRt`RVyOMOc7n8P^3
z&m*}bTdAFxbR&|}jD4YFd4X-TT|M_ww%YbV#Je$$r3v1c)({!5zFm4_Jn~snuFO}E
z?XlE(QdH#N6uVb{nD&P5DYyPTxKbm+I$Q38I>XXg&;I**ZIahD9)+^UtR3=aREP3O
zFznW4M#G-e>ERby3+(uhQ~iZ%OSuCnMl)g&qS})7%#}I@&t1MLHh`&0cM>x4dPvic
z2^;vRuvvDOy3w0-Ek-)RPmferYJO5lrV5>L!cX>KY6c=UV;S2B72A1`l8WSx(N3zO
zJxQqECAw*r-@XzSua25hpg}(!jRp_O?2tSaU74dnce8(3+ENuq&%4${6nny`PVZTh
z=yT<XN|dpL@9S6F%E}&^P7PkpqTzLu2dT02)V{FiaqN^=xna=+qnndfIL9-bQ-g{%
zwFaGE#omLMCnH*?y|OjWnL3_ow=aM8pL=I?vi?kNFYm*%VqPU}VtiqhSx?uJecije
z%;Qi;0h7x;U-s_bik_~jB2x41)DOZ8lX%bYzA?JTLj6rO6*y9N`>`(By~{myB?V8Z
zzT)%D?Rz2=vgOe<d6P#d5y#WIW2?M+6x8iCfrOpGA18}lc0_nd8AlYa`xudRu#r7|
zQ_0KsNotsRr_bTfdyL0RGyV-$`}}#55xrFJ>cbLqVLxe72mdk_<)P3ACg+ml^_?JS
zQ|}|-XL-7?57)9MlB3_H)y_$xI?oA7TGK@PPPg<JHQ7JwqE_^Eymdf^h;-0~_<mT^
zS~D82nA3iw#l(w1KeO`bS0#QS%BgFnOtNH0I@1F(nvav+rTQ}WbxZ%@i*yg(SnQq8
zd4xY~bcyXZc0y;6%ssqy&jM-g#lcK^rV@S<YP@|r(>xXO6!us;u$$D3c%NFw5VJ1X
zP0eU*^(jV3%%57GE4)s9Z@=4D<~YzTk_+nkNQOEzTYKt{Mq^p7wNn;GGJpM4!E0je
zdMQQc^X$3@M7=boSz>R7RbH<w!!zdz-!6^6Oa<x<u@%|J4pR3<M*o)d7duwxSp~Cy
zepU4NdhtDTT44Q%lBqxw9lcFIk<`*#LMG{^K!?^mz~0nXpm}|zbx(u@&1I+J`uSJr
z7PKsV1zB@*u1@>xA7NR(XO6^9Z=nP9&U^0Ajid9FpH#H5cineJ=p2!0RgcK{h7F8+
zRI!tWGF~~hPITAuJsz2&6OT+)ddtyfc~YcHZie2f5*hZmUiTgub@X^mdSuqcO@0{9
z?s4F$Ala<Kxzv8{uFNHyd}c2aoAb03!$FC?IfZYe?&UJifIa#?t#QRnw%6yo>582_
z^JV%i{d#-nh38Z>4#T|&Ez(8AX;ojn4Z9h1f0iqgq;u#<d}}+9+1*c<y+?`kFHhAt
zgXie?o+(~FXW!zMXuYN>9w+J1$;xvXRJS1Zzg@364-FO&f8buSe#|?<PlKaG67~kM
zoMkJtOpD9WOO?0pQa(eI5zoN#VyZIIXT{W8(;jF_RwS8zRv<eW(P>tT6Q5&zYnt6O
zK_9JReApB`D&rcvpomY=EcDo1B{FjR>Zzd)r)~(|;z^=kjB8A~Je{#Bygw)7%sGnW
zBm35Y6d@V)AX?Uu2#C7g-Rb9F3+X}zZl>SR)2q9XFSy4i{u<J$<@NW-k-x{D8=<4;
zPni$ooJ>QU`DkYi{PTLQEMZbk4;<<nSH`n-rWd)JoCVoKXSI2m`vsPEZx92m#}JVn
zia)hPE1iTw=9)M>lJwSD3q4%&_bg!{wxeHw$dBE^*F(n1@uQ_Ot~Y6w?nf!IKcZ8;
z)38k`s}|NeAwq;7AAPsyOMPXl9BJ=XjR#*Lrqgncaq9}Sn7BOS)AqQT28eYMu}Vz)
zni{?L2+7>9qrV;vX*jLtPhAVqGy$HzZ`6YqKF6hu5+0s1{9b;DO6zEJi$CIN7}G}`
ztTlbCW7A{eTgPNN=3<PAY=^kU4i<a_vSQB?59y9>?Uy_Y8Qxs))Pi#`De~(-&t{B+
z@tSCHurHr^mOL@RzMpIRo-^2@kZJ+M<Mg^(<f6Ngcyh4JJh{46XgMN_iP`;UE0Df3
z_A4mX!denF#AuNP>7&}ldL7ksC88%Q06)EVUAC-#&-48~Ekvral>O$p;zBJq;_SZr
z&SGR(UTh*U^ZoZ6Rc)CF`l?V_HwTe2J&jmsFltAP?fKAod}a3yJ1aj-`>e(*&9Od=
zX{YW`thp*@5w-TNy?g(G{19F-o)z?pYu;2QZY6s??^cLn7jK{Y^*vbBiDMq$a?FQS
zJQ@>`F*^UxiBGMmt2dHfih1wXc+ZtcVsy?Qn#tDw^7QApM%MFme@_b!mgkR2X2`^o
z4UT(}_`ak4Pht`4Xk$&aGZ^^fNArr_D4RJ!w_zN&fFzF4JO_HNL|n2ibP%*FMSMH{
zyU(xr)!cg}LPL*;*0*YE=wvd6)M6t2cf9|kdTUSS>kRr(nNz$%)<ow<9dnX(zfMLf
ztovtqW#Ky=z0N@cg?h9gRhFYyIukU^e#R@E({pbny7aD_(Us1WO4B*ZD;>RaG#c!o
z%?R(w-i}-H_)Q}1LtP#l(IY$HIa+qWga1tAMuk;7nd%-tNdtfGT{HB)Aidp4P%oaN
zZ5McKZS~2}88l)&%U;YeWnaE!?>U{?IJz}I>h(e_<LZLzlkwyABi$!vJ?8X^CJf6D
zIhICr93fYIG%EYCj^Ua50wq(i4Z*v;m9)jt{uxNj|5&pjXr%r4RCiQaO`i3PM(WMR
zoP`M*MLjX~TSOl1IS7>j`D&^NkdOI&^0S{#QJN}*>V<rodjHj97w2lu!io+2UBaq<
zu8&+KfVYD5k4RfAqcxwhwAGrbrNz&oiz@P&E?+vjh#v79>UUf9Rhur@yo}|mE5xGx
z-~Tpcs~$A^Cib<nEvn$(_SukgBu4#9UnftJ96GgtR&MwVJVb-&$*)u10ndn>{?+Lj
zx^J;0|B>_z{g&4O4?f6$PFVhuD0EfUf*uv3qJK{q=y-WFA^PD8@z7%=%FrA2*DJ@P
zeUAS=;lOf6`z_J8$7^DBbF-%YBT3HHNsQ*OeLrOsuTFA%dw<X13?3Jm%`c}l#JuRZ
zDt8tZH1EGBeS3GZlRsXWtVrwD7SwW^S0%q>fzWurPV}KRPTc~nht-TR?U@OxX<@#n
zO|_xMt7<)UN_F_6mD#`4s*3O18xrHwiN4n<4kM#_Gg0Pgvge9bW8NLFm6fH^`Q~xo
z!WpYxaXazc-;)Q(^gjB*IL(dj3TCdd-{p*nB(VgsPr2mR)zb_Ai@k5!6OmV5EJu4*
zHew1{UU9j~a*n5=j-5=MyGe%bPjY4YDW=lCtL<farp|mZJ*jMvCRO2yJvim`<G1f~
zCm991GRfHeCP@%_`s;*K{W)jQg-l5~lTui$BbC{vj}o@{tO{iY_Lm}$iS_lni|<nB
z#P1WI;MrBsMrV!wIayF-n3bn)r6o*cL5)t9L+O$1*iZ1%WBUiJXOEba=vck-_#xPP
zdTHs4TeAOD*`h9j9<=d25n5?Vb_|2~`Gl1nW$>KtD$iFs!{YB3U5%=7_0HepQE5so
zJ`tVI*f(`BmGlCy^p!_QZ&kdD$3MO2N`w%N{(R!$WpM88J=7}|-O;myl9?x>!ydht
zb82Y{!j?>byw;XD<@*!JEb~?#4HD0sOLk4NpUc+bU#6>N*PzjapGQi3Z?rp_`;6&1
zrwsFnB-2cI)6{@-@*%a<+8hI~*VioZzJ8og<vlCbgQ187eXf1CoN+BrCXNvBw@i|@
z>P9c~#<da`({Yy0&Nv>y)@uGS>#3y4FDGfH&ZBOtwQf^(;O@z#x5<9q|9Oun6F?Nj
zt(_>azpkl~;8j>O!tTBH9ISn3`n*l6rKAWIZ}cAfh<*yZjHBtm)6sXV;aKM%D-rm1
zyuZ=q(|`u_qm0>|_)~vN9N-*Ke9u=u%clAQ)WN}ylJcI?w-TCL36ozb@$*XU)#^v7
zpJ!2+I@j~>G7k1Js$-oMKC)utYIA;8NgFJ#G^;xK$^Diz%D4;(KVy4aQlqcC9uNAb
zWQ(6BZfPO~nI5ANJ`cVOI&M9$a26)`tQq}Gw&YwH)hd6Rv|&uGJ$=t5YH3G{<h&2r
zx>WDOM>uITyPYyI=w+hnHqFjMX7c~$q7T_wa;D0rZ2MP<W>D<*WY1VB&l<9J7CPnp
zC2Py*(5jm3MlZH$5lsz53)&U$IWFJxzthUY;?f)Re@yz}MxqLR=S(KPpS~BpfmYL0
z&Kv3K!*o@hhY!-<UZijMOZq+2Qf^EhF45sn>3{wAdCHLeCV4f#PO<hc)1RNDOc{Fs
z{-2Bgaq&;-6Xk!=Ia0m(0ew&T{yp!;snPe6uDp|w^S7)cYkc$zV(GnP_$wZ9=GZ>?
zG*5xKG|=7lSl5V+u08lX;`quKMX^ecCVzp|_v&ZPLsNPy*;f{wAlRe5;(Nw$>U^_Y
zH(8^s_itjVdCBxwdJt1nMw7A9KA6@j`3Y(|WW31uK2Cp+r68u0$I)}82P;`ZvaI(K
z;tvwKS_0VV%PcC;M|knMg=CLR({{W>&kqw-zexY<E%Y`KR{E9C#`-$>-=ZqhU&}RR
zNQj*AWbEIi-qE$KS9+-UFxe8c5|IOY(T(@)@<La|^gCNNm6>@wd7O6>9c?<4P5~hk
zz#SijXg^6d;9QzMN%r_<LP<48C)TmH^e@dG(v&$*Tl%_U%X6Fr7+Pv!oPj|{8M#x=
zz+uLfM+ug*SCFC99>nYc5g$beua4_N_;Avd%&Lp<T_vC4E>cLR!8)J)O7|MdU-6YV
zuJq`m@|>y<l6};E%KJ%Ys=`LyHsbgEoEmwuqwBs8DU|#mt&tbgddDMg>C3a%v`(%3
zVAAbmHe?I&lvR0y^Y=qK?wh~eLPzXSi4}{44*D@+jeU+NALAv@(>}hZ535e(VpYFQ
zT&GqEIw}h2da9au%&$Y*aw_JiM0)+-gSVU*`a!}*e>qxRD3^3R*`9IVcn`Few<Nc$
zZl7q~pD(Y>q9e1cdO!Y>UCH>U?thV@B&g`+&+AlA>DXsk=Xq@zK}R;gu4>Mwb(!&-
zj9EM*!n-x(h0-flOE-D&9<6WaSVi<H2(v7{MN5X18QsiBfVNB;@Ue0abz|>kgt}T&
zB^AlKlS!xAS<?gL^_6*+G0s;&*D-9*Q~s>PM(rHW$nR{A`cXVTy)2JnLkFRa$l*kG
z6MN3|lx2EtvGOAnB%cu39_Z+?^=S9_o-u4|eg`P8mVWosijL?9s(1|w@BWdl*D>lN
ze_E{%tO@G_?b1&<s`MXB8sFZjzB0mHYNzC4%GC=Z)&yDEIl3Oa@jWBx%rDoRlQ~AP
zUA^o*ntUB*I+NA#7}*aK>od{z3>j2j18<Cay)Z&KyauZDl0^QEH|BND7l9U<uld$J
zBYd|!OifK}hwRGLN+q6RM#k<Q?eL)vP$I)ZuW>#)gG1JOgl@!L@@?21rz${3%4%U2
zG``K8drTWCu}2oKb<Zf$c~-qd3a6P5;X6fpDnYG##*mh^304S`<LUmugVn!@xR8O8
zg5+3DPq%W_?R!R$D(6>H(eUg$`(zB8;=!yVS<Pr0Y#@@gE`M4VdMDGG^@=m89YM$x
z;Gc?ht>-9LzP5_(xiz+09_*emY&rkPsRYOx6*A<H*pF3R+v?bJtP!CH;x`+?NF|u_
z3+D32Dxl-WWYIWRV=?L+MM2`bQfnI;e#SD?gT&u6LOFI}!Cy~1W=HNjzkCEA`A0C$
zIZKy3zJt;7YB;M7j@q{|MEs<V?Bn4cp2zo$P|&KeJ{yYtpc`#$ee8*lJfr6@*$+>>
zbJwoTsP^dKug}aJiB4H~>h0(|k4U!6<nN3Xp$ZT=;=Av=nCd754<Db8nK30U?8aIx
zy?xL6DllA3)~6%Q(~8*KYmYTdSc>?bbxcg6%~f6PSR(5iVT<M~`{()<7~iuMTZAa0
zR*&9@?^#ELN5pJ+qA_+9lGCTFAm$~us+6xS7G0k!SIas&>?IjoCbm$2pgPaF4Rj~d
zKk_29r_3C<3Y-robV3^O7QJyk^{n=x2<O?P)!;R>)Cp)2*0Xi4I4!LAQWYfj<Iaw8
zN>rS@5~GS%h1VJ0V#W9Lt_oHGoq$Vu(fA2|CH7qD$EE(n$kW9Sn#X|0Rtv<zHX<Se
zZ=XD`dav|Si5(?mZ|)}@7Wrgw#A}Nle#ZB#<01lJ{rxm)-11-RT?u4L&eUwLCvOAG
zAdP_^(&~c(*SY?qq5C1#^;w<KN`SlGi|Cayzh2k*Yp4{3(rFNN6R{p*3G&bExw4Ln
zN-aI-A0#^IZ?Qc(7Zp9A_Y#HZ8MzL4eoVA^o_NL@{a`wCfj)-+O#iN{vf>GUo=dM9
z-=C7?BVq3@{wu9Zo&Ww#ka-i@eUauaRGmq2BhA73KK=J?nnXc2&CA47O)&T%_1S<8
z?>E}JpxOy}x37}j`Z}#wJj;0R!rnT@zs2o@n;uHK*nXQNfNn9ob#f!i=&8|@ANeFr
zCu^ZUng?|+-Ztb|Xley#tV2)t8aa`qPHbJ18BrbVzdi|jy>sWElf;^Q{Bx2J?cDk2
zv<}{-74e@J-(38k7rLHz@WfHy=oz`OHT&O_w$D3^{yAB3n=1lk(Q`~1x$_<!`;GoN
ztyJPY^}s3{*oQqj6Sl`!iSLQA<1=C9=a}h{Bo}dKTCbYM{GglWb3d6_+q8QbMeEw~
zm94nzUcY=gcMr{x_<cQ_xm-i%HqC47>QVe_C)M}X;#-h&FEf&`n(Q-X&s`6_=?~jC
zf{9Se&qm5YIhS<2T=sqR;H4XD-|S3;7f;Fdok&{dn9H4uJ-G4M_sx=f+<DJg*4_8t
zQ&oEKGCJi<{P<er5v?ar6u$gB?CsZj9{iYAAoHZik7bXm#;?6XX!hIbzuzTGi%-eg
zpgP(oP3xKYE!kDC;p;s(HU3&h_Ud<L|47@^@iZBnwUt5rI<^WCa`tGHh__h$qa_5{
zVA>eDn-U{gl6?NEVh{R{@fg_)wQl*L(Z?x2=Cxx@?^rJ4dm`$__${B<C%yYl1M?{9
z=_TWeM+h=JzmnQy^j>wYG<qOLJtyy7#aO{p;zO^DSaYOz+|TPns~uZLJ?Z2v7M!Zt
zu^tEUA@-xjxJ?Vh>%mi~zT)Fxu0%YKVk@)GU#0c_F#Sgk1V6;AA^+}OUml5%NqVnD
z__0{jx3k}7*15EM9|Tr#EneJv=keS|qiH#Pr(AE_<Tt9=cv|{(7~d09caCt2^zL1g
zh$zS&xmss!u>fePm>TtZ@-&RE#5D96`}96JY|hM@YbmY@U#na5!|9XJJsu&J9a-dO
zDT}#BV|=a0RO+E^gp*2P?1|H>sR`i^ldtk^(of`xwEwhMSJ6QdQLG28zo&&CkAVKZ
zlG0n&ROA=>982$&2qpXS>7&3iR7VBb+7d4@g?4>f<ZwID+p@YXX<_aR=hv`P&Hg@@
zWA0evLF*p>E_k<*WcRH;a1axW%W#iWcn=&~`$3vDO$P>%bc>!wCs1m_o?ThaqIp#Q
zN=!@SfeHz6S1Awu^yEp$>RV!0os4up;Y3@!9>z+Xcq~ncv%LhE=0#Hw#hZ_??6F`c
z#_)O{4VjN*AjW(7nDIu^3fk>4r+194me}~7e*9ZJ23Fg#5^Q#hs%^Q-%q#ysNeq0T
zdiLLwd?*s`wR4dL8P{>1%5D6Y^T_EgAIDisOf26ZpXWoy)*_wA$42WB)-8JYcqz7;
z^nNl7W@@O+7p~Vl)b>74EiLVPA{nNFL04%VTWq25jSerpU!o(7oE-A>J<9AUDE^ff
z@$K{m*ckd`mOKgkGSILizs}r|FP-~obKGS6YL0M6yvkIADWzgt)Eo5{*POOz`!(;c
zc)EIg$N@SQ?eOS*obgkqRpyB?WjvOiD=oa_a>ZqJkd^eUYXBp;kaOO_>;rj`dfn~u
z2FF@$NsaY>apJ=MZ?GO4&DUjnCA8#-9W3f}swGH00AD4kN1ME!ypJV)B3b6oQLi*!
z(_^@AC)9Qx4SrJ(a$?n^WrjS(+a&EJt+&O0>`O&Iv&+(GPW-29<rOar?Rz3B8`fG|
zTecO{tO5FNx5Ta>JUYgHlz1;XN7%Q~+bDW;9GfxM@#`qsV{MR5Hh{Xw0A5ll(aI;0
zOCr)@TIIi|9=_Y@&z^M%#gAQw^7@h867@D;Z!Gfe)p0^dcM8<4Q9@I$_tJ9BPxgAE
zeZ}hukdn`20$ho6Ym9v~J;@|LO<37WTH@To^`rHc^4-iQe3JefMM>AJX{{qNgP_#P
zCo?#PlAfMp<7H6hxp|sRnCqCbVq18Bv_}kHY8Y`GYUfFsze#@vv1-2-I9?`3(A)b+
zik9=8R6k?=DQVv->ya*lqR$d1N~vyTJO7w;9yK&9^!?N=-P21*S3c)B&!_g`dDc<5
z*TL<3df%k>hSsP}j`mnR5>flIvG*DkJzd*ZJYD~i)+ZLPln=`on$&o@YT^mI-I<G`
zf3c5h?&Zv-!Xu+T73<ADtlKnRygPfZ)n>czOIq%^*4VQNt$kld&xG;TJ)X|ddu&~4
zUOUfagZG%P#`qqOke(m9S~=YbeT6lAm;R+LbL@!q{gu4%Ro}1E_iXDIZRcS3k|N$g
z^N~yJTjU&_Jg4lqor$O~G*4!6e-FkS?Pp!gq(y3H`HHuE%lCMU%6!jr$~u|WqWu2c
zvQd*MwO+El9D8cV_w?dc%)A9JlNaa)_A`Te_Pe(3iSUw{C?(a-B+@l+JB*h4`FTV8
z>$hGGmalkxRMIue+jK&SwMSxw1Uq%CC1yWlokwfgj{Z(&uruu~mcIRHJV(C8S}@J;
z*jU+9wl9{a`wuVH&*+S_z<kZO?uld+`q`eIQa)P}Fyg6;+xY5UgUzwyr|JH7f1d7X
zy$yZC4`<PI>ut8lGuc)z&;E*kgV_7?Z-BPNyC^wfy$gGE6vsIBT8&HSZzqmyts;P{
zhq|8L@s(}#{yy>IGQA@6y;ejl-pj20rS?6&*hjhxZN2HI@0nd+li>C=$E#}NMibI~
zex9uN$WnaI`de7UYBin9?E8(Q(mhwH_EwN<uBkt^D=f>;vHBhT!j2juuM+oGn>zQV
zr~ukKw7k65J+Wj&D0@1U=_FzAw9j6&V(3yTTKB{lnWDxH!J3x+ekqluW4$N%ttfjg
zseK$5ZSbYyRbA3<UB__;auQMVavfz@irNm?v-U%{S2O~mqgT0Pa315Y=LSVB{$z6U
zdRN;PDo0$8ac)^b(e%l6T_id5vf(kZZiqtX*$7q^dp*ckkvU%LaLbfEn)@JrkY?PJ
z`u!ir171RZ`&xRyAZBg}k<h~=5A;Ry?>f7Q_P{rodpUD&b9+{kEWxq*L~mHXUnyN%
zG6t-JV{M7h9^1`##v4ehlyue}GkPt_iuLWwfZk_Fht*F15ql4jmCJRE98Y7L*jviO
z7JH5y9Ni0<=L(l7w^~Y7$;cDUC;Ag3udTfHJ&|pXsJhMjIC^cdiwxO}_rCQ?fGS^9
z`{$8yk7wVyC!**w-fgs9<MrjdPhla?sfn4T%vwK-{cdZA%iiaB%=exP``o|3UetY?
zdM!(uUbcRRUYJX7%a510-O5DhQ<3z}F>lpfdanLFHXcPX-y~0SJoj+4&EmXZ;ttj5
z=_sb>v6KirO1cZF_cAyC*VVsu=UNSNx$?X$0bWYHOz6~O`r+#C!tvQO>%CQ%(`!@-
z*gwx6`LZidc~!F*+jjRtsbkmPGU{!b?O2-(Qf6w{sm-NCTbzA6Nz3)C)#yZTx@Jnu
z+oyusWDuWc>7jglk6(H0OffrL;=OD?|Is<u7VcIBb)+6lE}iZR-+@8Z+pJJa`?c=r
z=fReUfB%!Y=H3t#S5#ceNx#k@&v|SfKJRO*^FLeY2v?8wh+8Nx+XXvc@zJcCdH-1J
z9xtQJnpFQq$$itr^O`?13v~DT!~)HU`Ox(a_3XT8-LoD4wmpxWp*wm;q}S(hwPu;(
uBesujH!s_Bxrw~}_@1p)zHFz$(JQk>@p<<6cJjH`CL#Tgi+{S{|NkErwXO#M

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/LRU_new_exp.txt b/src/Delete_before_submission/LRU_new_exp.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1909fe8f701844768ca501c1ae3a34617a886545
GIT binary patch
literal 272864
zcmdVDS+5?)m9Dw33poFQccpXDnkN^G0wh_ka+Pe$lB$euG(d<mZIa^QU`amczuw*P
z<jbXq$h9IfGInNu+Yls?$=v+jZ_QJz`2YUjFRp&LdUo}<tNT|ku3lX|PQQM5b?fTw
ztN;7z`!`Qsrspryle_7^e@lP%D*eQ*t8cD;bM@P+|8ezC>DTjres%T9)u&hQU43}<
ztE-RFzqhU)T)j?z^WEta_`F-`*WX_~N&mb|zkVyd^U2l6>A%0a`ryq^JWrqg`08o;
z7gXRYf98Lt-+}d3`i%DywvW<(-%G!HncllQeWQEn*PzP?|Cs*9d(-#4pZ<UA>dw{A
zSN}5o%&UauS$f7d=1-obUp-B4);|yaj9GMeHKF5OXz+ac+wCo$+)dy6>Eb&N()W0h
ze$GDgU()aRW<2>JQD#oL|5<z^KH<Zwcdy<_-`{xfZlcD!(?4rZK1n}Yzw_So_xw72
z=8N>%f1fZw=cnnL{g9r$ny}qTpKv=-?}zjclJP42$@l4ve@)bUZ~El-6YksTZ{d5~
zOTQ9zZ>OLBA^rN^Rs9`4n7+Y#Nn&a=e2cXwA0@e&zw<$Qa^3InL6Sqh!=pFY;Sk>l
zx;&kz!1u1dhj1YCb42UkqxD^{_dVXbf)g(icJO~cX-ABC9HG8zDRtMw{LzH@cA_@Y
zgZA_5n~(bANnUPGI`b<1_r*U1?vIm>A?M)!X@%N1N3K6kz5>(_6Kdq+Y0}Dj$<j(o
zu`+kB{u;{62RBGNKTX#5t%USWi1gNtLHd4@5m`f{?Cr^$=iim|pKI!e$*#XMWZOTP
zJbG<kkiqNNm-mx(k;I#qzJ2xMB=?V!9AV$(`Cq2rVK@0^#2#~>1*-QG|89!id_QsM
zy-6n&$>E)eh0u-r=~pk)_d;9d+~IrN9GxKcL$8T`ew?spy}tR#MgMibMQkjozLn&s
zH(Gl)&<3RMI@<6-LLwXVeX>K364fI)e=o&YKFS)G{Ock9Rl@vMiZ+SWiIL+d?B>Wc
z@j2d#ND`|etNDGx{W$69vt2ck3`qZ!a&;YgW4+~Tb2L_3dt!TXpcm=8?Wv*rf0K`r
zq$4>sdW-09C;Vh@cX$03v5s7aANme!(J|8h&QSdDN#N12R@cG&aiaXMCcBR8lmFH6
zLu_?!l3)5H`AD=NXSDwq(n1XeuhfV8=47s)CV%r*l9anw|0_kBk0(p-tqawPk3);+
zZD7xn>&Q5WKb&NIJp;UHxUq^o8Q_>tRb9^0|2owERkBiww$>&4X4S`jl_VC~UaF4$
zBUwk)4OH)-g88JV0xE7;kB7(PYVV3!`<p1UvRVTYSJrF2T^jXVduz(lH-b0zji`H5
z0pIVNyqj`kX?&gGjOu**n~<3(8+er>Y@#^62~}zTZQf57n%c0pMPpC){x<YW-b#@c
z^?$wxeGDq^{~COkTj_g`Ws&>Fq%F?8|HjIZrx|CSPv0!c*Qj31dl4=D?%~zmoOyqW
zUw=Jm47G`$5?5X{_;PEIFZ*UZExvq^G*fX(=FFocXFsHRX{0l^Qj8T#%o-og`aT~x
zNh|wRs>4(3Q+>l*1){OB>PB1--&^*qCYJeSHqL*SanBR;c>nKWQL_1-{qra~kdn<~
zeUH_3)+12Rd_3rRVyn0}Up`DaKunrt3=d>|6{^UuQm>r)NF;Nk7Vj)RS+{6C68-o_
zd!Y}LouZ%H=Z9`~RE<|rAEw6=@XaHgUh_fcSZKZr`qO6#s6&o?mpF3W+Y)@_q5~{}
z<ve?8|2gpi)K(s<@9-qqvZZJM&fMg<n))xY_UptIdf&@A!cG4!stVU$=iXHB+f&lc
z@iWx8>s-|0YHB@9Pu))Qa;hEhe<q`dPXF<~sa3FQzI~tO7~%|KG*dmpLQvPIl9+8m
zp7Nra@I$IUzes-?M?RxI_Ka^vHD5JS^RW3lMqS>~+@Y1H@9UYE3eyaV@;K&um=n;n
z1~VL*LDU3hq*J53I>UP4qiibWN%~IAYdlU?<LC4ppQr!c<gR2~X}}taUw=#Ahl-Y}
zjLId*(3wi1R!4<v>06G*erNEFe1W`46PDknx{#s^eDj_%ct#e;cTpB-F@<~;lfFME
zPHC<hpS9;VJBLejUEWIarVf8;;VrW5naiL)KbD7_@hv}@YLx07;hAM2>7FtpL*4Hm
zjc=bOiIi_fzo;W?o~=C-hK(Pad*JNBJS)4-+(T>?`9@d_D#+-QRai8+>iH9QEaK>)
z&V|qDzgT>c<G{b9cnNv)-()npXq^h!H@e`PlpQfFV9U}Sn^XNg(eHWsH=nrRR0Y*T
z{LFF%i|;U6!HQ*yER)$Tc>3^7XIC96{Pvy6r^nr?TZy7`eTuDMEw}MIEga=6*Eu+_
zLGXqsjbH1`3pDA$5^H4-1^hd|o<4t$1rN>{6;9?vT1ek;J70)S=RbwLoJ-`}i87q2
z!fKySkv1CD=lFA*ERIi<>?^fPcvO?R{pQ>q(LS@F{6xgH)?|Q}ik>ISxX42uB>8@w
zbpO$=XyOXy5*khb;4O6u&{Kwv`G}oqbz|CC;J{mnTXin;UBdPvp(~N$u|7<8cpfX#
zm+~=2tyfH%#QM2}jH(m1XpY1*_AKdnZ;C)wZTKqT;UvP7t3M=~k?ln^de?nhYD<Q@
zoMFy#&CGh754CCZ{=_~0T<ADehE(yS#ATnn?<C|BF6EDg3!j3&ZQ-IDZy00hP>rc&
zs{LdM7pHOGO8%YdKb1Wuo=Qp~&2-*BO8+epapG_Z<NMQj2d2u)pE8VXM8rRwJ0=1m
z9x1UfU(CPnr~j6Jt2D8EVxOaDP_R9DvV_IzyiC25lgKW-Zqlg61?AQ(0cQqcO=#o#
zFnt^3iOBU%vfmFYDj6MG{qal_PbHqze71L%&}e3w*pd2o$uYx1R$#wAQl81Wm~#Cw
z$?}VYNAYZg=qy{wd3AV2{ee!v7n5f}%i@l}dAR6ia!TU+RAIfJPWh|u!@2l9>9y5@
zOT)>5I71Li_E_}xo|8d6X-jtB84Tollxwk8EFn@ZUY=IplUuPzY2#5fn@PsCJn<|F
zS#^^h2wNxqJ^dfOlg7n;tFyc<mY%##vB{UoCOnw5&h}p9SgPcyd0=0;dcWaaOAFt6
zXNjkuPVpTP!Iz1478Tq}T}`^1H8x^2^rZG-c-y%z#FLm0V3P+vEI%o|LK~Y^qAZST
z#dnGbJg#>W(xs>cTvSlwcUrhOX{?I6;aZFDh@OlV<u@-mSJG?woi;ACPW2?!cX+ep
zpJ5oYsKhSzHyA>mEa8DpoZweCNIF^~YH<#(#L|*!2EXGhaS0JI9)C_PkP7<ulc#1X
zu0^X@Ix-H6nR=cqA=7!C`gGJ+3FUm}0lJ1}%=f%tIo4=~4~)N08=0cdzUj1cY%8bz
z#Yc7MYzIn2EtA-@WL^=e$$Tm6*F!STf;fw@tbOQSU$rjQqBVK;KgE-_94P`-jIJ(m
zOr1DNT0;{{ejAM@mhI$fgk&^^*^1=T#L4w802`sAQ@rt~^-!x#8+!a?<~CuX^Y|~O
zxdk$a=MArN4(He=_Ew7Ubmq7f<Heas4_*8_ElS~~%%33FOIwZ3$%#2{gWlT&&AsH|
zUQd0Ey3WHE8nFAS0Z&DNdd|M2N-NrH(}{UaI`!0gu-TW>H~b%-R<iy3gk^b)3N^+x
zdaV0hixFBBqTY>E_j%cKEE9Dn;z>FNQ0coQ-}8#EQRX~Enl07jCAO&54?9EuId_Pz
zA=6-C9*XUHObM`6kZ$v(Yf@muzbsP>=^OJTF`e6Tu01bzCc2chCwez%CMUqNAEB;H
zRduPZ`e}NH^P<~o&$c(jEG1J!#NJ4HWSvIi$C#=u`cMx;rZjc?Lz1Z1Nx~&n5vp_a
z?&Bmu*vy+_380edtfqUfuGVdN#KSCWmecwtUdDOS;-RJoe@OC#70^Zi>QS7wViyz7
zh@qG^U=s9U;xF6osPgUIo82aTbX(LX&Q#4(M@G(0Qf!5%NKb{sQx<$}I%<X+3yKF~
zPboB{PZUQG5r1O}l+jFds-17s!bKELEJN1G4Edw<=Grz_ecl<71n98$s+G}mETeb!
zy+Y6UBt0m{F#4b3$r1&7qaCsy|F`#WHGZd!Np%kWx%%$>I?KPsI&28+k@ooWYsurC
zHX_wOHOneQ5t^Q^<Mks{Rf(;ywY*pB9QuHWZgyQUizsvs9wI1wcU_Z;@SNkdksj!?
z9Qlz6E=5=76|XDJ<eTJxb7?Q>L!7}|^LqJOe*ui`cjljH(`?#FE<}CvBcpuV=J&vb
zbtE3JURFsZ{4kxRcV}LhecN$uH`^S}fySI{Q;De=<6Fxv!d*Jw^SGdgVy$=Dh>#<z
zO|8Z6)=y)O#4NaEx@R{@YwmUlo9g(sNu86au@^a~A|xBx)3Y7*{k~qrlQxBrCe4;B
zc8WMioX1p<CY9oy&!c#^%0GCueK*f@5<_8EOT9GdB0jKRZ?&FTQ**`0Hu6*PRG<5P
zvUfI-ONB<d!0wv+2^EntzhYi!y$Z266{&jAiD$mVcA?T;Bcr|h3vPNBR`q_F@=E^9
zPRQl+wJp8bm%e?7nc+15wH<L>oABK3d7|FsI*qaPX1TW^=9^vuG1H0UR+8sfxAx5i
z`gjj6tMl^{OMT<EziD~ilILW+`h8t}@8vmlFr<_jub&&0EY7n>pHbr2k}veqP$$`J
zhU1(nTQ4^G?D7mUm2T=a)NpI8;xLmi^SHUESI~N=m%~&@&2r*}qMj4`WU#M3dLbuR
z<~?)R@jLwp%SgW!F@l1aEcV80vUpvDJu$7(X<u!j0z;qRZqm;?$tzMvGH*_mRTDf+
zXN$MiQJ`|jj^)-QDb))@yhqfrj8mt;OHB1v1?`;D9Cd8R&!Z}y8>-f5iIdo~LiLVl
zw1pK}-Z$PLHp9c|RJr=0CIQ$Mrh9A?KGH#Tk=W>A`W3&AI$q-_Tbi_nQu}H$<uc0J
zTIxQH_fy^2=ce&zm%7i%$6Bgwigy_wbi_)Q_!I*v^N>}VpJ){o&qk^$O^MX_P29YW
zTJ*u@*Ocn_;U&fOQ`&vdmQtqA(5Vu&<#BU;hZjVYb9C$6=O^bs#gjF3c$GQ#>Fbd_
z#oO+PiTr29b(@-6^BACye)MGL^us=36PA%;jXdT2lliw{E@Xt3cKW2`bju3G*w*E;
z6&bJb881%0;IVO@NHeG0PZ;0GfeiZysdXZz<a&GlW!WlG*`z`o;U(VW>~-Yd*;5<!
z+}1sQYno?`vUJDkuSQ5Mg7<okC0plqWS3(3T|-F>PF`lGTI3(OTR@c$-z6kJB14*M
zLJ#Wropp@1dvE!aKl=xu-yGRok0a`hBZGS7Jz0t~<{lhOnh6|17k`6wy1^-(q{1pb
zOc5GeyPhXIK9@Y9@?4ESS#K}L$m{6H!`@1Wo=;USPBLQ^Ju+-m%%2_{{+%9VW@EG~
zh8UOlmOh!{o`{0P$gwZ;7<!(p<Ag5S(8fdrmX9hSr(_-{Kj<mRr^a@o2akWJ2VtHR
z)Eoy{0=@G%3g<I=VuoJ1TtjI0WoU8)>nE?LX%mpb_c~u7$0T-pC&(9jsOz<ipXx!1
zKcOCjU)ByP&tp96m<^0++Jg%#gZ2`6fsLKWhK#NvKJ=aR-}UYqw%Ox|sk)Ag=vRF=
z@s~`stca_=12U$yCEs<`(93+!lOAMP7|`5LH~G}43<v)o%kjtQMc%C1vA#pTWr(|}
zbS8?LS?iqXdOQ{J*K?dF>r^b~P2xIUrscW(rIVZ~i9KGod*{;5?r~nTCs6QQ+U1Cp
zsD;>y8T@$T%DMiGJKM2!s^czMVW<{sp(JuScJlA6>w<Q<6UVPn4Xbw^N3r@;#AWST
z^>(NQ-=oS=Y#nME#k5|g8pz1adm`lPpyOwSHv1On--C|nqxA@x$n!j(58bTFPCXsZ
zpw4;j{+RdI_XZzxuRikW;jO10++L@i<~GQ`d!zVE;l!r&-EQ<jqGBxTwLbLFb=}8O
zCsVz}VuEE)c0Kxe>FD7zlWvOgmOR<@^w(R<9{q)K@)oK_v%yHS>vyJHlF1S(mT@kL
zHJn?G9<IjHv8F9lmqkTRanN03Qd|^ee;@g!O~=H!C4KjOCmxn6fk>w2UwY1aQ62Tt
z)kDqropow{JbAnxY?90oPRHM94VyNp;f<j$r>r@#W7A@-yc|F2wIHTWZHeNaT1Tnw
zh<ak$xTo4Aa#>b-=h{P+4No(sJ#n3B4J~I6mvUgD8*Yonc1O`b4;{ym5qqsmBK7J~
z-{NgfkL8w3srI}Sv!d%nhOs2o(&j1YvGLA2M|*cRP;VjIn`^L-TITP}XSA*Mv5xK2
z$-2zvL+h9enWJugW?YC5LE6?MR;aa3p}lGabfwX}Eg3nr+}OgdN!*;z`W9<k1z}%q
zNi2OXGVSK>$t|HxtZ_$CP1OR6Pw{D6YgVykJqj;;?y<+z{-~S^N6s8$>FPndCV}(<
z$%fl@MYUy}UpyNbc13-SRwwJa=&%qGwb$t;p0=&tb&)ZPF^Y@|!j>FZpR@NY+;S{W
zY=rG&x}?98H5L!V`m@esw6Vv3T%XsmUtCA1eyU|{afgV`{djadMmsyz*Xj_NWb^;l
z{#(7XZ`G8U5M~8s@q8bKxRYBmh||Whi7|V^gfTwiCi+{jp{b+(mh9)uh?E*2v~2q{
zNfz3DZiWFex^2ro?YihR>sf0L_GQhQFwKX(Yx}h8BAcJRBuYkKdXNzdZ1-vBW*ls3
z0cWpIgHxjtIBJ)fh|9XXT-#MVI*QQeD?~KQye6yWAGCL=wkt{GCTaWCRzFee2h?0g
zrhP8h74JFp_o<&1M{fQT>n9_g1A1vwQIF>!4j7A|#<7*Bj<;uOXq2dQd^RLnqQ7vM
zGb2l<kjHpDqP5^+MtI$$iBd7IYFUeM_;=QILVMwQJlZADDH2%oXqQ1Y>e0^SFBO7*
ze{l&)YMQ;zUz|xh)&2Wo`g1Ffcnob_S&NaW?44N?6*A>#%l@AX4a+Er%if`f!|^+7
zwvLPtU09<TeV^zIPW-9DZ_&$09RQkX&(NBk6V1Hm>OmI2vqm%VvnQIPx9hn%{$w4Q
z?$hjvo8XbB+L73_GojXi^;v5233{P(o#;V2%3p1!T-FKB3o$!=CNlN^dvfhIx|k-V
z#zvi8@}4#6109usWsPN)<in6|>&V7(ZMOSR0~^b=&(x88KQr?*n)X`DX0Ovzj&*3A
z&zvyb8b6Kc$tXgdN#1fAg6ZIvWX32;oryY`NX|Mftp{G)Mc)Ibcj7g~Kk-;&30^}+
z4_veT`L0Of(WMhaAk<_ZK61oj$3L}>mCj51>;@GxriD2n5uNjlKegs>{7w%t>db3%
zD{Q;tWPJQ7H4@L^SPIs$>D<*?w4jrc?<DOQ;pjLvq;HLGAcC)B)@2;qbt*uzGb6P0
zoaf0JpQ#u0^bUk5j@I>O7SYEz{5$K&=v{5`B-A2fuK7=|pTs}4j?hj@VE1eXBX&^x
zT8LlS;?mykPS!LgoiUZy5p$}qH$xw#<`_0U&1!yYwMbuSk3Vw{F6%B-&1mWdFU>dO
zlfjw2vE&bXL-eoD&Ut!|^^UFR8du4_q1<w84IU;QJncMIPt6$pIx>9ydNvGxe;crR
zWi<~yGXH&eXB`=p4ZIsW&}yA+pKhl=6o1|tN{_n_B|XaZ3XDFzhmSE1kA97Q^vJi?
zNzbJn@k>-y$oi^p&3}n!?RQ)K*a+>kxpytLq81tN#OXmB`|5SR&h=s*(?|3>^YkRN
zqe8o;6=WOSRN(2*<8kA6mZ?XL11n}Ri>DOPUHmtDDe8H$j;EgJ`Y~l_(V2SeFMiHj
zc~3nrdvQ;C4V#_DK?}5Dt)>^AgUKXMuXQ`;Z_n0l_jOFNw&gw>eyvkY+#OwGgh$BZ
zc|BVq3)Q~a0>zdpwsm+^LM9o?F^K0~?~`@PY1bdLVp@P``0}WzIaq(YeJWQ}I#)C4
z<sfUsY>FrI=9-9ZXQR{oLTp?9A)VbLLTce_SChTw&ZTWsPq9{h>(tUlC-Hb45f;2p
zYt}S^9+l1Y<ce*kA{hm{I=Oj|Ig$ApFGDegIku5&m^n8`&JDNOU8DE6oHdX%81|!M
zDLaePd#*Uz8WU4W-@x$4JXoftoyIBeaDtLl3fOo~?LOM#hDV8T_Q+-YUDj}ZH1WLj
zdHp!g^L*4=h)p$N&7SxlrhWUjr<1&F){6Wf_P-~F@zfooCHKqKmWgx5LdQwe+tbON
z9vSG%em(B^$+8Tva~r)cWq|qyTM_3}B`%|?Izm-%@99vjW$V~c>b)g8{Tk0X_m=dZ
z#%kqW>$EXxnRY~Db9BUJItOoeLCjIgzQi(C+aAwP|5H3!M#&Vcos!WGWAx^S^v_?D
zMbgf^R?LQd7_sOcC*P&M;X&v8l*>I!_VCB_J<9D>_PPAuXD6OEy-(&Sz@a;txMz<Y
zP~J9^vEUy)4*$gCh_fV*Lm7y+Kx#J|I~0iXa}<#&1SXSs&ZQc?%yW4h{z)I7)Fp>I
z^IIZfWQIilk3U0ywgoHbYnnkXo@j5EwilLL`S;X3Pdni$?=Z0)-Re-WSAzWm?ArTR
zXRD5&O@sv+{V~}}Zj$8x$kQ2gc{pVa>@g?KCB`-C&~rNS*7+8vmJsQj)MsyQ@nMtt
z<*B5ZtuH5kLYD9}$<ot{^N#A<XGx0gPH2#B_{)y^OG}l`8~r}naCYV03~DKE{e7a*
zPd5k?@!q!y6C2*JPM75z{U2<?zrBe?o?m^D<OxfKWL+8?)k7q{wjP(4cUcE0rAXb!
zEarvx^}jV8O1rL_$G4|hsV9?_)~>1Tz9o*yMx&A#3)5f3x7s52xAgy(m5i$ld!s?`
z`|2fp@<^7~s-bc7JwA2LE%M2}X&w-rK_%{(-$JE*wJWBQ_DkwsYgz18#jqzEiQ^+L
zYb~CAIOV)O6IjSlJlEhqt>;M_5mE$wsII(x6O-J(`uge*=?NJ@<VDEm^r?GvNm|%+
zDl5W<cROS2Ym5x98&i#lQ+aSKWpr1MrW+ZjO^-yp+jk33i$a<rpc<C%Qv57Q*uAT7
zrg&Uc$loSvJxRR81IH9Q2dy^Bc}dH06~Ce;{U~V$(kINmjwbFNZ`r6PQZxNFA)y=g
z-Gt9>QiUrK@6V7ws(;Gj$#1xI<zD*#Jd5WX51ZTet-VA(!0@og5FQ$h=9Z1#qBeRQ
zt)Wc1QCsMbC(e*3-P+fKiHV1?TJg3RhmMXc*_?CADdrMRHF8v<V$U91H+s<E>Y)|(
z3$K5?Onv$brnc4@isK^-;x1@3=iHoULUerWrFj!F3MR8&x~z0=4Gh=uoZ}n?9Xg%c
z!$baeLfG<$^qP%}TPwi&x$>uC`DUk|dhp7=mhhb6pLK@oKa!uLJ{3t2{mSF1qBHL0
zO)&JMf4;gIQ4BMC_+4pS8Oui$+q*9md0x%=f1avSUx!>fLw3NRtdty@UK#UWFI+rg
z(sR6aF<tpqB{LC!i0%wisj*&%d!EF44iap1zS&6f9N{^`?$AkwHe{k8=8o;yE{{r%
z_cJ_cQAhgj_37&*Kjbw(q`C~Z;YIWsMd<wvPhy02bGk?PrwP}K;;to=CH?<+DcAjS
zqSRj!joR~;$77+oia#Se*QWZHlgv{o|3l*9tEp<PyntyF-lNy2+vj*I=CGHhIEozC
zP@TEGou&<*C7eH||9+Qny+~PAD_cGT6M1J}?8`Sl-i~QkSzlG{j7q4cg6KQa>(H&@
z-=$wYP7+1WsKvW|HQ`0FPI>kxSNZb|Eo*mX!o71ak+~`2yg8V(15`6MYg5pBOI3?^
z+VRzgi7Zu?XP+8v8<Tc>A@A)eAR*CYn0~!SRMW;}m4gx${?KN0Ba1#-9gB5@94^*C
za%0Wk=!PV{$%FzCYO8O%uVrsxBZt7g+wDzrZ0(75adni2vFB{lkQ^19)*<Bod4?zA
z?%o+si-JtMscL1@;LnpEAjW2XnP`G&4xj#G`W1gm><?Ny$H%m%O-XV9QPS|*iP$Yz
zecT#zv<LkXR?}-}`h4Pk<~rw5sW}tf#S(BHO8P@)YgBWhvV-@J``Bmcjpf7IJ7ODg
z=+it)wG5`NTao%%2>Z4&OODR5i69~`UEW@GuKnYr5k6##{fqt7nnwDc;z?Uax!+3m
zq$id;hlAAX!Nh%`^08Rsd=s%~a4rY!^uX~Pj4g4SgKS37b`$dmu?H(XZp-3&>50*-
zNg+SAjJUre!)Kj`YkopR-{R8r()3Wy56c<@64{PR&ZC{Gf!r<#9-XJmm5?=*=U5gt
zI;hWOJ26VFh@+4*WKWZ!<ka%*oIW7GfSNuUjivD%j}KD%7Cqke9NA-n#^TI;&ferL
z=V{z(FWDrrC#t_Bzrl=;>#xk6BZr(-+h&{3&|G+|Q-{Vw*_V0l6La(&gv2bhA0~H{
zWftnSIiz!NGEc1zw#5s~>pq!!5V2)BOOH9dXR}C}%flKnyFZ^tvIy{uni>86Pu|o!
zJ;g35am)ZIb1hG&Wo|~;&hio;B~I2^HGAUdh2(j>%i$xhmagg)9dl;rs<zp!qdccN
zW!ZnPk2r_7)Q^c&N`79Fld8_voHOs=vS(*hme_p0<s8B}+`~snFW2*Z`aEW7kE{Q4
z(}Q$z9nm>@$60slZ*ew@ndtV3?K9#s5cP8H9B<8bGNijN57_ez5>;ciiqLy0`=snf
z2M_1OUZt3U|3-Fcj6VJzO+9I$vAul6snn8>!quA5ZQ-Jh#g+-EL${4BDD=4Zq}4V|
zc0NNJwTSqr`f1a{O+cru3Ad*R0m)-Np7R8{y`GaTAl^^Xwo=cw87b~7@saJGbMhvZ
zHcphP>g};XwYJplxqq~UP3PaF32dF9huZ4*oMAJl@sa(=UX+MhQOt<v*=EPIF;P21
zj?l%eXe`6dR<*~5ogq!1PQ2@#Y8v5Obi)GQES7Ih9HD#4SfSF(WcBGALc9H}m5&ki
zBu2%gy1MN>vEB%kI2TmMta{SIqxlI{U70s-^;5?zz!qDMAC$F(TUaAH(b+ETX$7La
zTTnZq5>}jkYFXDm4p*FU#JF?@sxJZ^k)`Oi9nOl!XcSo~ZV~tJZ+PI>N$2*{xGi>o
zIdJstPLd<0y;`%eW7O&A6<Vg~ysT6~M{VBRlREypv?QBKsCpS036mCB$xBfRO!NgZ
zqCIKT&oL&;ROO*E{4!ahJ#l!C-120cCZalEHgQiBe(ys|yRDYPX`=5_<;(ID^gKp1
z_d+dCAYZjyU5V@s=VZ`qbec+BjKb?eECJ&vbY4eM20LEQ=&D8ZATm_V#%lD^V=^@=
z1#AN3R}U|k5n%(5jec5E7E{b7e~e<5lMyGrNOZc4Oi>TS0urafH?p!j$p$@~ILNt=
zJ!Q<_^`|Eh#W=Zuzc3GR$!L-K8?pq>y?yAGtc(s6l}XFU&X5^Zi0-D(%=JIrf7TZZ
z?rWPp8ZvpSAD?>`0m(#PO4{JZdn>j3o<fMxs9q(MLVFpR(K#d}W^E_ym=|ruICQkx
znEC7%=|zvv-xCRU=1A~QLPMpK{6%lIJMc%-22b!j&3;<;i9S6{JS)*h^24dFx(?9t
zjb-f9>cJTmbg#&ZUpPn1L3D}-MT*#1Ld3Bjq892lB6L{2B6{t*`H4O3I?3?(>hC+_
zi>FrF_!I*P5j76B`pFt_8h|)Ij;Y5ux}AP`!$a9gvb+$TP>#>p)JyW2SVVo(IZoYw
z18vzhR3hIKZ>;%Cd{>3!Z<A$VqWgB*)4SZOJB#O<#p{V4&Ot=Qt@jMWS%`E-{N~Vz
zxTbe*;2av+WF58^i`F_Fcpe(Or>w&fc(z#p&Hxfy+?g^K?)J`>U~ZQ<(Li=O_u%m-
zmL5E+Y*X`S*(K^r<a9qKYmQCwzPp8`r;@VGH!}Z72Owi13L~!QrB4s0n1*foXtT3o
z<Q5({Fe=sC@W3s_glyzyE(gih{Zf+gyNPD4Q~RSBW4g9z#)KS}Nfv;pkm)pH!`6n*
zvvBFAO)6p9tameTkuBrx=nZgN2ekwy_+F;CpY7Ol>A#M&ZQ~@!khTX?l)5jHZF0|4
zJ~f4G8|oY=?l47i6@PANL+Kgm_w_D<mb|k&4*q3(etX({qOI$f&WM<u(;TK{X-hk$
zB8tT_Q&MbemO<?S3(+?(KrcVyM-Kx34qPNMVYgN}L8rS<tQK6qWz)4}6xg%)b_U;j
zZ_&l0@=t06xzeYzaO*g!8F<gh=bVF6cM%y*=CUF?=4-7-&`h0j!@^nGHf?-Y?0WJa
z$(m}{hKIbLst)(Y@hqa#zWcRXvZbucaIKxB@D;xODW&uEhRCXN5rw$7TUu0GZLe89
zPg)e>?n9d@q8mz&#-pK!GENJRuZ5;Qm*a7u>u1QbDsILlYHrbKbu8BzXmmcKMia#c
zSo|?A#W6&SORBWfD_2db?LkJTth|5ZNsOnr+75L_^eO(S78dQ@)qEaX3h8e~a!mF-
zg2qz@j<?Xzd)2JP%M>LD4U>B0#u2Jf8pTrAMn#5BKZ4o;zT&ST8ZyHX8g1j4&fIA;
zDOh5^J|@X*Nvgkrp2U=4GdbA_9pHEpg~)f`vlmh9$k`P2J2_2nyBL>ZMK+ShRM)p}
z&BG8=&FRCF7JaO)t38rzAVRL0QvqdU6ZzZEKt`UyX%%LPbThow=`Avk^lfx=owovf
z$CzqlCh8yA%vDXb7}p5RT9IxG7m>$r61~(riu*+4KF!mpZ7H$F;$Nnb&y3hgz^w`7
z8*{mBefL`aW2(03W2b?^bT`S?vW=n|8~^<^hS*m7cVbjT`gmMUz=I1NT*igXIs=z=
z&n!+VEdxGpPrKgYc8g|6`WIE6ekrZ%??a8*&25zVWUAHQN#2gkBc@5L$6j80p2Yl7
zCu|wTaS}`pc;}Z11Z)e^QX{4FPro18j=I#`DevbadN9Y-<<ptcuqqApKq3=$%7u;2
z`HSRx;}aI+h~jCkIU-G|+0#gJ_Pr&`J_(!m@E5v}Z)xJ3ySvzB4VUN&M6pOrlOB5<
zb27#>pM&}#N!MQz=koo_(iHn|{CD?glYa+9P{`y4`Vf2cZaf%^hnQKmZ=*;Pc~v|#
zN2AQ%rjO`LNRBm!6v@&4cCf}|`%3A2vB!vMsLSw*+R7GQ9V<ENLG(+`(P*~G@v&&+
zBYyKnUf52L6tg|FWp{e4jDKgIy~?|LE$8g5qC)z7std(3Ji3EAre}nNyYBH+_^M?r
zw+5qlPbZ#uEKGFi1R!V2>2J3*n+>P61#87o-sbuz5fW|lTklU{jrP4=%%i~%;x%oa
z@sBCiD7Q0zl_VK?_SP7m9!D&m3iXrtry^|XN5Lt4S&L&wdj-2sNOHW4B#xNs?;p#o
zf5%gVj)h_zo$=L89ZdVh8b0R3Tk;;^Ax4&lE7#MU&(j4&u^sc@zUN7VNGJWF$ohVn
zqq(J%>uj8Sp8g@$h&OVR$B)&ZV_EWap_@Y;v7Ar&G0lXCUz}g3zUcElMb)v!_Hf9*
z6JgVqU3I)}r#TFd3vO~>U34299Wmx#^;x+?7yGFiQT)v!jH+ooPB9@q9$uPFgm+9#
zzLPKz(~jVX`->h25`|A?9_vA(2c8W5w_L|C83rr>+a2xqt?F+}=WA-kzLm3gM61TX
z8VgkpdLLA!sWE$r?cq~Dec0^wmZOK}|EL&Z&HdljgTZsQMGxDVY8g#rpRwfo=f!nC
z!^tgb1<I?KOnaK-C7yd^%8=^Iv67-H6DaQ{+0`y%$t;!z=|)c2WD!%_%VYf{=A+jm
z>Yz3S&Zee_L;9QJzp?&QFVpdp2!|qMPJz=sd6G0++nT<gI&x&ix*g-$#JAQR8OO#z
z_$STC-A*?cGJ8pW%v{O0sb9!#PTuZ7p(AMrB2937mng?vK(to?%QWU$`#ghCsHfAj
zcV!GqpEL=JdM89<<*6z4cFbS=VX_3-gGrk0zejUTHsH%-i^w&iX%3Ja8Jj^V+j-o>
zwWBGb4IbRU_xr>d^(-%=QR<zN^{M9;@A9S|6zhj%s2yd*KQ*_DWEI&yV`;z>+h{!d
zn6K#7s(f$yb+qbuj98&uP5s@ZUwfYCZ^eia_Y@J{PX0lDg1qC4Hxc}rbP=_TX<YnM
zF+RNiO`#Ss>04L-nP~KL^7dpGQHPX>ajZ7gPZwpZXxg&Yp`l|~dbN&O3B^XETF0E^
zm>21#7Z`7j9Ff;Ru`iMjAs0jEs5h+X8#X)s#%tERpO^A0b7Ys7cs3yQo^(8#O88Xl
zz!!;gI;nHnXh50t&FK0l)~D9^=caumDv2d>O^$n`63gr9wm(k(RlCrMO<GaxSmmW3
zPk$84Op@r3D`Y*?iY=)3sj@vf`9imcSp?=3?}WJ_IsOQm*iJ=g$ndF5k9rTZeaypc
z!HB)imCetRwf;8IESf6;&#^Hi^U~CaZ$?zajo<1mn8tsT{2AQ*DU_(Atus+6cr1#I
z@-w2R5vh)=0$!?h9|PwUzfWA^oKY+($J0X7?8_Y4f8$YE-Q-s4-W(BnjBqA89f%e6
zoMAo`djrBqGLHZJTv?^Vy;MbrYVc#$n4gMhVY{TqZSUA@eQTm2#z?Gn6Koy5BX%Xc
zb@iuI0cLWI`D^(BWzUgB9joI=zI+p>5~%jtRDe#8*LQ`Td(+>Xn_$(MU$f0Guc)QH
zy82yM6UIWvK3cZBUA>C6B*J5n;#wZfCyvEs{aCb_;5w1etwi4uzt)RU8gNsz5qZLv
z|M{0b^d<C<`ie~~E!Sd@pkrl-GZs)}eP&5gax@y-2R`m!j-5Bd59y?6FU5|vN1Xeh
z5B&91SID+}sdEM=kL(6RBRi?pV<nHJ5Vb-)@V_MrL6tAkzij7zdLa+OL<#kLYIpSU
zhz6K`i6-&j)X~)0awFBzSX84n%6vJ+C$WVdiTQiG96BMYlNgtmUn*b7OBpp@R%UKa
zWmOZ=<nASPmgMGG|3#hm=Ex1v&P|EDY|_>$K9`o@kCTVW73U?1Io9T3ebMf(Cm%p>
z=gU+D%M+!KledbdU%>BeV2^ail~14PP)ksqb=d||S!BxL$Si^wm7IP(<|1Dlt%vvK
zG&-TIiqL%4&8WasF7s|Nwe?mz8;$uG@dyjJefF2n2ce;DBk}L_V<Xb(IqAf%M5yKe
z<{sViTEI_5w9>wXXwFx3uxVCbi}%RpbiwY=sR{2R9J>AEWs3NyDYhmzsVjb%sKTAg
z^S^oi=}~0k>B3KWJal)g9>i(XGTyo_hL~<K2I=>c6cs}m-dVcCe2gYB-6A~7&_7#<
zK#xWsDY>2e!He_{lOy;{P7IeEGRciLxb`6Qvfh%CzWEVN`1X8q%nN;=(jIy4kbldv
zSd}2&O{kM$XwY1LyspmCMEZ=6i_mEE$C^G11KpKaEBrUFpTsnc@etdr`%31*nf94e
zXHJXAy2S59XmqB184dG5R1DrpvCte%{Jl%sL{tB8I6|Xp*HUjl^@4X2UFdaeN7I^2
z@@S9+<ak^C_Pr#}+K__WaRy@qV=RL)#=gi)C_KetNh$f)lCKDjW_tdZtf9Ap{GDT;
z@9jY(KcWM-kldT*`R`x->#is~cAm_sfPB)+&l$su<Rh2}V<SRqd-^D4V(vwlv@0Ud
zHT^bua!!Fnb*-aMm_j2>Ua!wP;_1B(#ov2GYK4V*|FR9#-wm20b19*rMzMy5ypE{c
zTjX`xV4w7T@<dV;4TDA}$$Pvfx!vf=<QQ`#$Ev5VQHRb9y$WwR;!hft9M#eL&@e+X
zr+N>XK3_l|R+eWO4Z6)~yl4*0TevyC$d|{G!{3h_FZpuv?@uQzOdK6c8<21H<wTj}
zSmeI3G_6yt6;FEEriRj^`9`On&z|$I*Owzr+6eV!%7B@Z+tZ)Ns60i;u<`2Im)4$?
zx*%th*{2^(|4{GsI@d$DSQ=x5I`_3)h0``k|Gj&##P38{v^kinMO^nn!sz}*IamBC
zrCp44AL_<Ph@6*npT8NcAFsmo^GIFmZ71-lHes7a{A<6?(}~3{wW?m!N>!;`=a1Lz
zNc!<6o@4U#J?E9Fu5y<9SkH=_YWu3y5SYAVKI^8Or^GU8vkkLOYz5Fx_<L8MPp1gD
z3+NIyQ@HSSC9X>$k!>uI{9DR8sH*Ce<0Wv>vDMC1-N5@<(g&Ndi#A7LsYbNV>!Y4{
z?E?|LoX-*ts)(F%&>8Q`%^olpsme2`tmhB9cp8FgN3;n(w$i0vVFpvb&)Eo`GNKdR
zl=YnP4324s=x<ZCfg78CNT&yx9sPV(p||gKyae^1M>!sgPJnzpX*!V^*70(*;r=l?
zC|@Nmv6)CyzL&5(^oodQH6u&+qVDHpY3b1#A5F$jydE*J-V?P7&(T=yw8_o&^i-gf
zJ^p^GEaEMmPc^+<PmAOUDjQGBo{64qeG>7}HqtI<AAH{NSac48N)cVKKPKs((}W7q
zJ42CU6v-l&5ls~BujL-bmt#FUT{(Of)VQDi`y%a`pjYU#Rq7>UwCRsCI7x*i+}6=B
zO4<L9rkE<#|5u_BebptJNv>n7C$!hsF{*Ywwvx$p@*<;B|0i=R==`UmUMAI{PbVyW
zvW>RQ|K4$0c})Y0;<1}+xxpyz{b91)Po^2;*3KfRb*yyLQ^b>K+vnUq^7%w7M{<qL
z*y}Tp)c;iV+>V90#`#Y{RWCuvPtWcY5WkafA1lvPVs5&1q$WjW&9;9rG4G{_d~z)E
zh-1Bob7&RM=QByh`C~PSZ>ZYv<+DM}Tcg!vgD>7}jf?ikK$|hXc#Xo6&-nrpwlekR
z$YWSy3mIVnkFY#Roo056K1k6a9P=_ePMdx_c5@QZav!3Y?vn9-4<FZkpbi<KD1_v+
zDHDIk{csQ&3J1A*yrWwY>If2lhnb#unNe4Jy>p;%e(VWOJ1t<_Rf*c!D9qm1mx)*P
zwpBx<JHy8!!6;&jx~pW&noa8I%QH(n+Q*3FMb9^U{>`q}Lo?kN0QyULE&71?Z~V5R
z&@a-jo=rC-a>gv)D?xW=EGmrcSH!>4HZE=bL(WHRKyQ``pHxYJGEdVM8*1S`UlxwB
zh_Elp0g0wx`eF>9#l_kqOR?-dJcl&j(e4zM_Q!s`{2Ajoh;^PP?qGd#Z$9?v$I6QJ
z3F#`a#W$M1=6fE^n;hvNt?iweU>VcoSe7C=v7G8=@P~YsZX5TqM6-ra<X9O|Hq;vv
zAB{yDC%>I!HJ>AkbcgsuI$HO|^sKGh@i*|2LhZP>pT<_$W3gzj5terOzM3dTigja+
zPW+Uo3a5~$0`%Iqk&0ixFVs9d+w8ef^_waJUD_qh#Qq4sVoF9-l3uf;kP}jOQh)FJ
z=DhV77B6u;iLhvv_+|0|%z{ykjP&W)%@cHpH2vN~6KYLI@&_!$nai`FhTv%b2paOs
zUNpz*6jeU5Zu(S;!L_%m6+3u2jJ2e;H~yz$>D62*wCOurM=oG|Yx@BIj>p40UYk_Y
zx12Y38nDZGPA1YX&V7v_i+^g4413cr(Z^B=EO^d7o{<?JS!pA4L!QlV_VervWJG^`
zbV7DwDXldtmKXnymmtpMXFBoc^@cSs)zH>kqaKuTW;(~jX%Z$v@bJ3N<9Eq_>7FCI
zha}IWX@2*kRLw#D{AB8$xHR#g2=$UV9``!YYsgaF-mg!6XH3&#neyCHhiExABqwE~
zYg7Y_rJ|JGXv&)J6k$=#HdBVVA~t<9uiuJ+dSoP~Mu{@6XsbI-3=dk)hcj)}u4>11
z82>pvPv-Q&k0Cdz+7dnMUb=`j#BF5obJ<y+nIX=Oqg!qv{abYhFqRNnP|f;jkuLl4
zsKjCWLD%Pn_O`_(ik$0FDWT@+WrUN@)VSwya&&HKF0aJCl9@Vlu6ZJF@E}zt=y=>q
zeDSwd^J)BTIt^fd=X;5-WM<w18xkby?J3TTc_}167V?qrq$hu2%Jx<IXHJ<m9%$t~
zmEmEJ<lB>k_u|1bA+JQqy7Bx$Bdd!4#wDG_kJS}9d*bO*%F0@0Z95X|Sf)`KPtTDc
zjYr2a<Rvv4d*ack--6Z4-2-X$gY?WtGVo(gA73TNPpCJ)o%jT2#LN1LN2J-Z8c`pP
zrR^B@srjAyiN~Q`-9%K}6refHUK};`+tT5sdyWGM*EGp?TT3_As4fduKGFBb`q(@5
zlQ|MRn<`q=$eG9XccIeffYbIj>QlMbq1MxqB3Ni_9DNeeBeJ&H#_8-dHif7%BT=*v
z?|h7LQK6g5ve)C*J9GLVx9Y;v`<6d?nq&t*eLMMZZsK~KeqGB@j0`KWWQE^P6cays
zC<Zc3uSLjyNL9DLBwX{lIyQtpBR^e!3Q{tUa7wDdO(qihxJk{8_>=fb=b!LZiugps
z`TVb^7#4=@i8anr#+Z%73bktCb6zqb2`c$elQiw?=dO_3iIXo9KTBS==tUI2M6XX0
zGEQ8^{GKD@Oaxj;><5*g*?*;q?pGBS?R<$eaoM{gS4>33cs&-oQ}^Z7fBz!iHX&Kk
z#^h)3TLFm%vt?i=QF7k4mD)gq%+(eN?#*MwQmXOkP`;Nk>d#1iN=mdopG>?)RLU<t
z7aK_qYqVU7GVC^k=SfcY=$6SdP%AJUtDl%;D9+<7)7wcpf4=&c^uFT1Hb?CH__$(D
z|B@p4^Uc@PPuhqS339^%wz=fZ7?Rps>F+3cLq|h#_|J(Zcuk`X-s0COwpiaZ6Wdb%
zSv^ni0Yq2)|HUs@m}<eUlz$r2<_s*<KJW?OC+)u7foa`~FUeBPLAL%7@0HZCtq*%k
zasA1jdu;n5x0NT%a-&_r-0Hy1@49O&;?{cQq135yG}@KUy*A3k@tAb<VhtnaG&{2P
znKeyfAK9Xk`e^p2o<2ytS&wZv;`rV^Y0fR>Sj2&xU!+T<vpd`q{kQZlC%$uaR^OQa
z;%~<2v<)A+&yDMbZw*y+(j@-GntSm(EvhLlM1t-nx#Fxh-6UxsR_dG`SS@tgGO8#{
zv9sM3uU((|U3|t_RN2#JwNR?RRHLL)rHx%!R`Mt8o#?ra`V4v08RQ!ER;2tLrb(qY
z?vY6UPK&<lCtwW2@!VGCZJB||q^FzmEN=}#dIn0O*maa-_S^vEabnfScpFD9F>k3#
z<UGr$Nk<La<54k>H-;*vc?*?JHP*WEGU+hY1*}bk?2IUYleI+pHL?c@6*~>EEBCMd
zSF$unU%X{${A_V-lUfv1tTM-$ZDJcUz6am_^nz5T`q5A2WyELbI~4*Z`segExgZbY
zCPe)F!;r3Lq4ZX%^psgDYQ(pv*`Ij-!l>SDu?WO&L~nicy*yggMS9VewfA-n^*kR-
zEl=H7<P~e+JC5g}v8i?SqS+KhMnUeX8s*&gU&=Rtlb%<Jv*s-GbCC{>`}!@p26bW0
zhSdE8Z3KLjJXqvc$FXhkS7bpEHY!T7y*wihq0Wl8hoi)4%FN0*M480T$^Tz2TB1Y3
zeBHcHRN{<uBBEeylcnpHU&QakaR}93{GukKG<!pKyN$2$Cyt|{E`uLL@`)&azWRIO
zAG}<SF!wz{8B+|dV14n#uM?t26Rv!_M#RZ8Vh1K~iOI_9S9zXtJ*V#BVr<W9PV-KS
zcG?fw#@NaV71x_jGfD47(~A#XKpRSYcvvc&+O-wi;PIRx{suAin0CV2d336pM3Ofe
z`)$JocWPWrf2-qs=S|ft-X9s^>yg9wofh2`?Ui)H?-S|c7j91(q1~4pQE_j(@@%Sg
zm34GF)kJjG_aJ&|*VFgCM;Ga#_EzFy;#`x?Yv*CetM=5(ITmah`6Fl4p$<NP`aaQR
zOB;{o7qcpgzvq6lwF@GSwY**GdE)t%cRHbS)HyDLL)QJ*Z|vpTy-K6?vsm8dRMEE2
zEIF?yJ071%hw4Xi2rTNd>Ldz%Pc%Hf(c@UUC{H)KumQs6U24n6ga#YqeYG;~{g;y4
znkAj{h|jQ0R*_x2t3!YHksP9HZ>L9>CRT;y3_RNIfF`TjH=mu&Na*X?@Aim{Y74CS
ze|!OS!M?=zUkSmnvTLVH<PEUBkEe+?s-d;?8i$Uh40($Dfb=?^ayH)Z|089Xxfo6U
zl@$)=XOSKFrrYim`OyC*Ub>V1OCK(x-?4Fq&X__!n{Q*v0F=)rZ+{6yHswmq6}w2x
zp}84yVolD(xQ^s3e3hNdxXjbnXxdi0J>8#Y4&uqPxz*;pAkiVV$xy`cMr+Pd8nM+@
z&2d=9+nQ-Ly*rXK{U=b4wT!Asz!6y@>kwTg5~LC#c}1g{&o-M=OY0dN;#`cd*!%|G
zg2^B#^*ZS{CqhbF7|Ajj?wBuWWvaE8C32SSzWv5t&ry&e(hZ(RU#-(YrH(PjZL}`6
zZmv<FP#((pXxYCx4*s6@lzjQA{j+W!hjy+j`YBI@L}>WTn9Ad5{+1+`D*UraGMMox
zvtwvP=a4hX@~p@dUQ0J<$KI6PtwNM7Zp@bwcWc&{&s#%DNAAJ&J)TaMA>YLi>ERf@
z7MIuYsdi5vlfDa405rXme$O_;{Sb~)kZPM{C(C|rlyb4uu2D{Ro|T-nIokbbHp*2p
zU5ixEALK5dM5Mpanz}ewhp}KpFfpxlhUZz*9d0t>caPGW^E+^K(t_ExI>NwGFKIfb
z8<_a4e+r6Y4Pr#u`hc9?NO@AF<a-Mh=L+Ial(k{9A72?yqOPIhgbw{d(-WPW!zyw%
zxWs1`@JxPV0nED+i7a)@M|C--?K0iSXTe1k`ls}7)ZYbr9G90~qNT6?opnS=SFSmT
zgZ$JH-i=!oO(N!zN!z>GRx6#*B72SV|50AXUU`{v)B>zSem_N*We-1+|50os`boW7
z_AYM;dOY=1_e0i-L)WOLNkV^zLxk*1o1u+hR+-TG2I4^C;`_<7(fe)rj|lrHzhm8B
zqpF=6wn{S_qW9Dhy!>{(CC4FlUPpB%r<KFk*&)?vdHsl&d!u_XSqto#`FSGuzB5^I
z4C(ED&l5Zlc59C0KhlQ&Kc;)0zDk=fzf7Kr7>@p%vYkCC<i8D1I0>S2%hclT|3W2v
zXCIYf@4QA6FXLF>HX7B%?9YFj=)-pH*spVU&={(gcZz95%|H{;`tz?7CE3lqC)c(j
z(mA%C&4PPtT8l;*k!s{-q3RAD86lgH=KDS@c3+bxFWrjxV^nN<WujJp`uWwrrR~I*
z;~HqN-G=Au$x=io_C*E$J0{=Tw2tXI%_{Wtr_PZlFlicEy!$p$4gbq-gFmIn0gDjL
znL@KzM%E;2n+CF-NAvr_cT+H7r~3MgN6`tNM)k@3aIc4n_MF8$sW};UWlYC7HDBYg
z?*08#C;MAy4MulG#%Mu8tjWnxqlryc(3xJ&rT6F39E&Eptxg>0^>ibsn#?mNW}3x~
zc0HEtBzh;J3%)^JvCGp%r&gEgqVGioBKn4UR_5eAPa?Y5T*c+7lDCqrVToq1V+|Rl
z%Exaq@+B>5NiJE`8qZqqL>$umn4RM%#wPbUBi5Mb64}b=)V$9&{ygO;Y@5OM5T~_H
zLhfySmatO!QDjXm>hlz1^M8;2vNXjG5-Vk->j;Ttn2lPKw=EUOHYJbR)6%x^R&`&-
zR8#G@iN92Wp4>nVE0f6_{x(ILs$2bZ1JSCN@lDbd&i_+)V4~}O%5~Vf@-+QJwz@8*
zlFl(t<|iC^a^KZCvTeFdb>>0B#O99Y6HTx$d2bFm5V0zomN=6V+nKR^EcScLXcQwF
z8aoXTcXdbe#4%hs8c}7YH6g>q$9^_%jap@&`Mhnq%cz(&IX0g4`pT1KRN9+w?_65W
zi4&nwo?gz{8DsO`IhJF|-g5kHRLGxMS_IuAayNOYrIRG*;nC@UJTu756|-TSAdPzy
z`$lj})M7p#A5TY-`}8yswubI3dkQ+qS?08=U6++HVhy}b*@wM7%}OvCg@0;U{IjHv
zZLY`KuvmMSWKCUyWxYJl`^bW6v(>$1E69vn+PG&H@E}Dh>|miI&8EgOy23|u`<-U5
znGNIYo;GyE-4v{)kK<zA^jX#xI%FPQe3B5oPRQ0eh3BB6;!Jhk&JRK@YKNS0yq!F%
zeVe6@-M-e$K5@=n)jf=#E&Ff|)im$aYah<Sq_daArNsE`_OJ;$AFFas{+-185o~Oh
znn$=i$<i|CUAfuTCL`jBT&g$ozk6I8t+T^<pS#H}Alr|AsYkP)P+o{B4J_Ew+!;N*
z5oGcASwm*qeAHEJNqhWv_t+`_&N3oRw2F7++U!+`V~Du!?LV*Qi9XM`lKTj%@o9n@
zu4>|(4PxyrOe2z>x9!(;pcogO0xJ1-)+VOU88|q7$<1z9bLQ`$%<|O5@u=vC(5JgM
zMeW)N+n(_}9uNE8(Egg2G0*nZGfk_TG)tCkhW!$sub%FsBqL0wQ8{}!*~{~>sEW(%
zv}hC~@ZRS-9-`)k_2ME7+*z)@H|4f_-49YendjbQh`Mzqp6-75CPpni6V+vGiFt55
zlxE=1@db*S=ZJ_DxsUDT6nU%5-1Y?9_@rA9pp`s>EH2X{WDhZow1Y?$&BqBDKD>=*
zM2ndiF7dFrnkNw+JNJ=u?O1+~#zAZcr;u#&>Ag@8E!HzO_9UVPnJ7_=wq~~HR>my7
zmo2Co;lL}aLbKE{6_4pE)ZFgxPU+`L-H*}O<^oLy-wnAliX)b+7>9I6w`E2W(z?&a
zf6tyLF$SIFVusu7O@w6MyW;a_We<$LkekyLrsqWuC*Em(D_Ns4iJjXKNmh(T8@Uvj
z*qI_j6;sITL;QI)ul!H7w1{)U{ZlGOYY}%~D0W+xo7mshH0YsI%i<%ySlT|hIhHDP
z&aCr7Bqy)<D#>$u(jniSRp&Qr6pA&#%d#c_mg*!#zxY(Ph1A?4J723Cw%>`c5WNYD
zX%>6#m|8D$S-dCvA-Q3v)(@i7H6FI#i4bMaWQZP5l{jqB<0+5yRZE-gsj;CCYuMWF
z#MneFL*^q<<qACKo%tCwaB|{w9x=3XYRMdD9C>5@?ON6n3MwkSw_~Kkr^R-`Q;LiM
z-+>fyGX_%#*+w$~L*~o*_*!eA&r(I{qeKbpT&x2T4$U;`thVm^Yvl^HrnSHAnjMJk
zA|6t8we}7oq*W6_b52v|)#tWs5*B0rQ!V)*`ZFxba37@{H?BR7PUrVZ3R8s0Dxc3b
z`4*0SyO&;4$YYUMRf$Vk)d_Kbnins(#1(E;#rwn-C_<oWetCCaOIBk}_eiFHCqkk-
zM%ZVT?-68|M*dxlY~Q^s5i&)AcE+Q$DyAR&|5#n-9zo(h)yAJDnaT2EDCEKIcVz~o
zXYD63Z#^yWB52N?go9eI$G|7W+0Pn=SbI6Q|0LC1)QirU0<jAAgfmD>Cw`0?qus^$
zyR=ZLt_ouAdKItOFk%?@q*v|5u)92oks&#K=j`I|yT&{JQ#^^Wup?b{0NWh$-4wY*
z5<M<WTM!XvVuuY66A-V`@7QIiJ=&MVChOC?lk*JiWB!4@#vhYjel}$|-2SwuY{#~M
zn4Bm#TLGPt_~K1w)xr>4w>6pW$ACrTT+4a0>~l)ke9`YF6pDa#(nd4R8QVNNF#G8B
zCI0?BRP*RG#S^3ZO`@Gq?lS14Vc#ZQ*A&gut3Rh-$$DQ35jkIp=$k|(o5|W!(>&jK
zGUwoB=A}Ifyqt9k;T8EVIeM$AJ-V|YmVNN3m&+z0&E{lVr1+Iwf<HleT6x7ND$gr$
zuA#!SF^Q6IpXUY~VkR&~vNVcsJJrZltQK?>)wZK5v*w$^NqIV^2(ajOpT<&6aWvxf
z-clBUUZc(P<yk)}MB19eIS(>f+ql}wlYHD7bEx(-+fXT<yOVNBPT%G&u%I)$!4~9J
zT<1Tn2cyr-`Fqf`OgZX_%uSo!P@g+@Dl_%$%}7H>Ph9x#m3eEQmyyvmENN(O97)41
z2&oNoVkS$TA>5N@G3UkASE<X5-C{>`rW@X}rdxh1MiyK4S_9@deE&;N{xZqivq|m^
z6IzNNpvn&S?j^+gAyLiGqm7ZMQ}gvNTstGeY9WztT=&>xS=BZU=_Fm2<~e`xl}w6?
z&aIj(yqHVMyFq=Mig!#E&8)FMmP$SuFfx;CL33QfGlt7sOrAuz`YRY?{>9UbCovM+
z;gCBroP(h+484fQ<}_kb_noAHBfN{hPmD|xWOh4aFYmm~jj7=^+&_tM5#!m}oNTMD
zSF79IecwuVGQE@PjmJ`rj;A^klJv6TJm(`wMsI6~H6)@JT~9^DrM-?N3q<q%rLhg@
z<!OXS(_iEfCi8ca*Hb?`l6P?|{>J*VEwyOmGe%|e$7ZXJsI$g&i}0v6{vU7rFT2(*
z@8$Ad`L+CN)W^+xr`ppJ(MLO6+aB&ZQWJAY_kreY<uY}QydBo!G3s^L9Bd%>2$7{I
zH+en%s+E_FX;e&`2o;uROHXA_&k^CtecCnY9j#f!-@s$RgCjlb^&LNJaXot+Vaf9<
zcaj8g`Yx_DjbrJji=Cj>x!|R<@1s2Gm0u>8@SDpgGe=SMQiP12ywp5p=3f*|jArt^
zG_gC0kq_JL9Zy}1+5cz)1WM&^Z8nd*&!#Tcw0S;#-m5|VJhGj!F;9-Qv&3u4XDnVZ
zKTvP0ls{y$V9(hC&lx(h%7lsOUQB&Zkm=4|Ne#c}SFvXrMcB(PX8q}{6A$ClsmjLZ
z3y!yV%pG85>;$Zrpcq4sOvUebjxouGr!MJ1{u$R&*dt-G)Q-Dji{hholZ1S3+BBSV
z7ic)A-2R?w)cFlhqgzSh#!$6rB>BvrX{btTY}hY}hv_Wy4u&Vzs`;d1uN92xYM<pP
zq^d!_BO|{N(P`9UdA{+ajY{Vt$}IwGxZ+BQm*Ac!oY~>?&^?nR>KNE<)xVkS)JZUH
zkyj5JDSYVaKl;RYDz68Pe<#Mrlo)5#=2krB<I(hDVhyXUNJuyBvR8v0<<!dZ%)}Da
zyxjC!Do-`t5(agC{)MZ=8uZ$8fAseW856{<uJUN46yuIDX`|yhl33UMH}828Bk8$$
zg$WA3p_PjEQuU6LhMy)s7DoXQ8uDf&s(o7Oc;0ZHj@%s?_H*W<v;KRu<Sth;%8B<}
zXNTtWf|mHg6!E9Y*2Ph0#24<TBPLp#d1uGTo>nlzLT-$e_A{zzI<xNRR;CCM5q4^c
zBD{m&jxA;jg={ff5Q&?qd&PHWF~L068|b$vP(^)u<d)3{KNVgopQwgDCc}JdG&q)n
zY*9F&6LU4D4Bf~rC#qxnkUzgSE`nMuMDWTw5=*BJ_dNsILPIvzyGK2y{GQZNzsqXu
ztxjO<12mafN|fi8PM}2Z#PqRlQrV+qUQcIjmd<H1MS~TXcSJd1wj^a(P1%ipl$uVU
z?qZdoTE5uoM2ta~E~76awT!mLhW^w~JWbp0L^QSj&e}9RHV|FstXD}1%@>qUJR<V2
z*dw+OS+%I753||Yk5N;zq?_Rw%~blWDqFkMJ5)|!@j%VfwnXyN)L!sdwUuQ?eu>9O
zBz&m-m{C2ZD7vT$He1_%nk0|jKE3O@a*!pj<`^+v&3XGo(Ojrn=Z|7kc2;&yr8*~W
zAwrX58VHf<9j$j_M4HL!wZAomYI^9?d1f-X{G^2kf3UW{VM$t+KeeQku!1A+&b0g&
zEmt4EXJTgW%*5l-<RS8FTf@{_B;tzg!QQ;`n23al%XOwtdo_Pfm4c-WAbZDt9u?X{
z%q340(PsG!>^|~Cj7<z`v|(q!j}1;8FFj<ZxjIo=A12DN;6Eq1+INaIwga)Yv7ZFJ
z_tAs!aaxJGNgF5n;jML#4#e-+#7FL@V-d_tgQYd~PV9sP&aGhlIki2C--)p3j!ZkZ
zL45T%@sIi6+L!S6qo>r+=ZHK;&$C!IBSd6Rc4m`Ej~c5@B<J@deH`tm^ixaQrTvaP
zDl+e-X|-|biD{U>Z}umgaL#-Bi07ZAe=b1}BI?pMQJeJl*G9<bf6t}J%S`VRPo+K$
z0|7bykx10JSf7B{yJP8TLMDMfD>DJ2*pffwd7Q5&Mz5(7S)w`RT6HRqh5dy+b0No5
zMd#SeUvN(l`c!(h_MXQ%jrwC&(YA~bo=veT^@7q<9D4$J&OhOgk&p%bVY<gp7{5(k
zf(#sLsjpmTLnb}@=94itq`F7LJQgpp^DS}sl-lEw_d~e|i(-9ZwVF1ijv>=nPJF3R
z2}wZr>L+|o%_FvO#F<-!Mt7hx!@|A}?znA5j{8dTtMqN2r%3Q$(s#Oy1eXY?vH#)f
zyVR|kbEPG*M^QuP_P|07V;v82!mgP)$2o0KN{*Kkq^p)3dxzN9xMP!oWXV6I=l9cH
z#})~q*IsHPG%blNZ5+GCBE%&c^9dPE*&~i}iXM%z?_Hu<q7B*be9tz%D(B1hCf%+#
zCE0hQlNNu|p3nF1Kp&6DHiudUU-L<S3le6iN<ZU2qvuJ40~u4+ZaCBfh|#P`>~;BM
zUCujGd_yFv9#Vv6-+pII8%>*P3Q4<Gd_D!`kCzwo0v6*i{fdO+rCO&skC&bgrwEY9
zkl8t=M!*wsi#LyzWO86?bcV(>E<!^LeJmPHeEua-hU!3sVN`y-Mc@fH|KJ(1dvIfG
z{HgQkBQ%LAxrB#KE1dc=-8T8(4chqXP3#GUc-c0#u~?-^C!?j|P?5}m+vuR>)AYN1
zuf)<VB<EnJ_d%?Dvk_ALsc&>aD!m?HIb(@l<817U+PtRINw52xq$lNV1jI;Rrk;?d
zw5TArcpPIrLN2LLDe4C4(=^e+{(*Q#dVPK)_R8~kRPj`seu`t?y80sN1RKzZF-0jT
z_{YTEJ}Saj&+#Lu$gB%gwA(r6(nsBE^jvX_cZqsTE)#*;v>n@3e-1Qa?`jE{v>m`Q
ze9Ihq>uby|)!B0_Q87)t9&@LkVW3WIRV2kW%3ZL!(P<5Iu=jKPC;KNg7Q5$<E}y2#
zTPTjB2=u@^=BebUPpxlqBxk^Z#O7Jm`_l=8SZ4RtX>~J+B~4Dq5{VnQUG3Sz2?Q!X
zd&)<Q1RPXkIDz&&)ZsJeVL3t0YTF$#<YiB*8`Fg<0+h*!9wiFR>(i3mGdP8{01p#0
z#C1#|(rbB<dW&%;cRZC;eW|IWU5j)71f8NjW{-Twy!Kq9KS?yn4c2TMwJik^7WM^*
zciVPw#CY>(nT`|l;IB*h;pEk;gsin^u{GZ!oXdHEe<#L7cT62j_VxWW>HQKWWNs|i
z?d2JKAifsQvaUruBd<G_XSzW{Sg_5Rh7q3Sx%lhz%jWqqo@M%sZrtwW73XHKLBexH
zJ)l>+m}-~*MAOO59weP-bAH69qwOFQD58sc9;#el0txYgyw>_`7c+}TY7=L36<ct#
z0rd#-1>J-iMZ;i;>o4B6^*qVCYc^SvIGihI3#Te0O!KqhIOf*Tc(g;g>@Oh4s?*#_
z85MDR%eNnkjp-30_qADKlb}e)yj__;VS3B{2H8tJ$-FCXQt#{B&AX$$`CaT=VkGn#
z$S3lj#_}`&zN$+sORvuf^(22*NfRPZJo>u6M;wan?J_=nhZv2WiKp+v8`M_*EB%-I
zVzp=J%Oua#)~WEeBzuHv{*<krv~Viw$bb5$<kg6(<BX8(q?XejPPX33pIUMf$w$Je
z91xYMiWk?(#(23+vNTtD`;E6(HE7@Je=L15b$aF##i3Y_mu1>hMklBuEb4$$)1cB$
zkAgf5&-OggikVY3g%Tsh=fvRMF}6EP6Vn_}4C}pCbG_wka7%8NY1p<4#O=gKeP~9s
z-}A3+GwIh@7SzK*Iwt0m?Yy>Ci({*QOk9<@i|rz^I*y*vty1tM(g#)d^Pj{t8R2S6
z4)bSankWMA@q?rBLEK}Au&7esgJsN)Z=s8J_Lu(nyClta%5F~&yhUcn-^%F8pItI<
zdsI%4B}e=Idbl+zIkB~mB*$*%(fvvJjYy|P(e!&=J^?TCAbAlw$d8h5)9&!^8~M_h
zmV1xQll<*pOn#M#``l}}%pBhuCUoGfH~S*v^Gklp5^auoQv2I=DbfwnHI?4&&JTK~
z=K7HGZPqBIYWDLKDWUscrzk~x=ilE|vSPZfV<V>$Cb-B9VqEuUT7RCw_R%QTlr?0%
z+Y6DL_!DZGis|FuS;vK)(9~UvQs*MlX?ObjZ07v$BwyIDxXv@bE45c6W9qHZO6O9S
z{EaqAypv>WYziml{2DGr3g99tW`cxYXV1eqEB0SAc`_E^#yRvlF7je-JMlcEUe75f
z@(b@pV*b?9J%&l=Frm*<pPw2U+uqMdXEh<ABS+<Ic+F4ILH~^<rlwR6HF;-^pE^Bi
z^EFw%G9G-S{cdX)#baK>qZ4${rgir5y85`DIYgdY8=LI>Pei9PEh;=AwlRz9@le$`
z&lggKp+3FDH<KZ@{@SmPmM5zY`N+mojLJ)Ff4mg;JXw}>dUsR}m_&J%=G$aXf1B!7
zB{I(BVNqM>Bi3-lR(KhiJYr<ujcdeNW4<uv{4ySBpz4a^K5ExQ5qs8RTT$XNGUh(Z
z$aFcbIWwZ?ym6m4?w`?fc7QW~cd7|1*(*56l+2y<e>QAmY2zqx^ro%YSHZ^^m;4`g
ziz@$*lLad^Fw1<bOKTdq6_0VwykCqZ)}wu~5G|p3cN10o?JN4My(5)~M^-&2lYxsd
zMb1D%bc<e5zmqL$RqW1?6-~tD85FAG%sRyMIbLG4tFpZDm#)j>2A<>jr5RJ=$cIU{
zIU_)4h^``(icSn5)5mj8oxJQ>w9n>6;@st=i49~rC0*iLo@P9rQrw9wRJrFPe3zsZ
zQ;nMH(XKgm#?WWXl;g&#n}9RdHn5#%W}M!RbCauhNe2(BC6C<Bf{(XYV1kp{c%dAj
z-r*@Pr~jUTM;qvcXUTewRD6(I`#zR;v1Nri;p=20i8yRFOEdAdCn@$QM`I8zR5SS^
zVT39z3%Rd1q1pyD@=18;LALgF`V;asrs4Uu-omHEG&&xaawB#m-b-9$mhPOq$kWJf
zB6*oO#YS?wF)yObzUPO*!W6gm>tz{MEWLEn`wSeKZQ@L&cC;f`_=gg6M5EDqlK0Cz
zsXveSC)0`S`g{p0zki8GyDPs<`t?~lQTeCT@A+opEYjVIZuix*7BZ$-db8@Y5K&t$
zY4u-;({`iu*OiR5W8QPHYRaI*db99x`uRxi`dvbL($-8ih@ZQol&w4;{9+mM7FnxC
zw4=3sWvE0!t+A*6hb`B{YaQiqDyn|st9{fMqIYU~Xp(4cCe(1uDbm{DtIxH0>v-?o
z9EZ-Hsb&@54o8=Z=+<{TdMdZ^J2eXBu~hn~oPp(a@*;bBvR3V^ln$$xwfjZJ*HM2O
zqu`W)CX}-uwKIY1wZuL93^9@|)62)Bkp>?(OYJpUPa@jbB=t>@7`qo-U7*{)+^>O7
zwa<~pwyLxv5k0(Rf$yF|++<>z`tn(IK5=g4qEC)B$m1oq%G#v!L8`8BDk!!r>$bfg
zQTh3Kd)4d2mFTlMQDwHp^6B+&N)37bQ#`3ZTl<Er)1{kiBMkfAoKa(-`bMogpAd-<
zjNP(AWok|ZXjdaJ+ulP5pY^Qsf>Vn%3OXJ_fvx)K7iq+sQu)6;61+N5p-!IXdyXUC
zfV%#E{kou^E9DyA)KnopCI489hzx_5{B<6+=9oc4<cxfBLPt9_vh`5C#=phsN6tHO
zKXiPn9PyjCl|4w~cRU8-hKy8a*Xk|>vsLU)<-5f-uYETpuVGXS?%!(f4}s@n{2rsC
z%~&0ksrc_=mZB|%nl9F@X7yW4ZgUE6-+G4kg*@?GE9Fm{tNc5$JsGL_wrr07%o>;O
z`tfhwPPM)}SAR*G;pr#c9o@V%!edRgMktqN^Uu^?)ny}u^6XUB<NEc!leiv1$!~Uw
z$C`o-RFwK`s_{mWx$hJUNcD;I&9bGY@2Bb4vvY?wBHe~?FX@CPg){DQTG%}Bs8#lo
zpeHR{oa%$0!gbzh)ixeYZv6TeyK9l$8QqdLDrO;xpUfNF3{;kt9wp`5rAfKqqoj@O
zJ7$J#f0=5XT5WTWjDW5V=TJF8U(ar4o%4Prj&bx8Wz6lL#Aui%)jh@Pm#U`BloIiy
z_GI_nys>}OmMxN5Qeuve5@PEw&(ZQ7=|^j7A>ILS7EVsx#W-U>bOx`5sg?xp@N4Zu
z8@2jNk(=i#xifXXo*8f^h)qA1<=tz5e^OJzq>RW6AH;@TZoskK376s<**M+$K0Ll|
zzqieRI_Th1oO*_qfrISr@;J1w&StlWJ7ZaiYgb+_d!DppS3CS=&8b;1b%KVUF^Sv8
zggzOjJ~=+#9uiFumD?Sr=1p3D;|%V}Lfh@WY_#In<U6rM9Zw~q8|sFJiG6zTnaGp>
zlS}hE{Ky*GdDXP#C&uL;wD=O^={lw}C}?w^>v1vjV*2)b?6ZvZk@G{yy>S#;vEhjs
zu$G*S$i9!(wX3d$$~HK#S4w`D?v3tM+)w&FDm`hTVwb~P2gK>ya4?^s80m<N!Rr7|
zVv1170Lh&c9og-PhN&$-d)NPb6v-4$Db<>zR)s&3o}THBe)|;DiW6w+x!g_?&Gg=$
zwUrjS78X@(Ef-eRhk0st=eJ`PFB{_)Dn`ahDx=bJ75<10i_VjA>r&ZU(L@G)6sAM5
zjz%v|pXqHcRoFLQOTQkyVthIS3O)0mdpvlOz4@0vFVl<DvOW3RS^U$PYvQI}{xRD@
z?|gptxd(Ck9pewR9^@!zn5rr+WxTvWeuE^|5dof{e&Q`b>zy_t#VE_W$e66BK0A*F
z);AV&syx<%B}7&gP&D_**-uT^bBo0sQS1AQZmJwGUmel0jYxL{!8PjqwKdnt2Xay(
zhVt(v+FFZz+wZi|sPj?wwBnBMF*aZ>(?s4>yzH)w8VmeD$L44F*@RP53t7&R!c3`7
zyq6TUcUrX3=U|cMZ*Y@%yf+OkW=|FpUL%4x^%MJiVfrv()QO<27}XP+W2`C1j=)b6
zw)tjMrmdE2`+F1R=CWwW=bveoiT!(;X4cJV^FFg~-0|Dwdv?h%9kz`^b`q1kNpl*t
z&fQAdhBczfU(<q4#1hZ20PIHCiipoau5{-6ERU-b4CU4|q4+vwN7}db&E)Isy+2R%
zdX#QJdXWAhwwv=2K5$Ft8jVa|#5b$B*0i>FBvXdLB#H=Fa&A<c^U!2s|JpA5_lUbo
z%Gm^T9BGOs?@YAWKa%rkbhZJC#CS4o_Rm)$>X^q>t<G$Di(^!)457(Jw%uEwwB$$8
z92ojgjruz;)jWw&sr%Y<_G#~WyyqH`m7PG5uCMWpJ6w+D8#w`0U-(8O&RiNcymgBf
z_UL$xBbKmSg?iVs314K#@pQ-2DDS)F_Ed7qmaes;Rbkvm*PxDBfR@KKnh;~zueW}>
z$K28~ZD>>c|JTH?pOY<*xHYQtv9)TUfi^9l8>2d2hLC5QVU&I3eEia>eX`1<IfrzZ
zo-vPlZ>pfQs$XYNi7u*6gRO5;KL-y{5&3rCcB<noHoC7m9Cfd6CmA9tdAPVa^$cIa
z<T}Wha^fsmtZUwX$J*_!kAD(d0QBtGne`ZP3l0ADt2gpf(u9bBjFkV@n!bMO0&5ae
z@<qxe?j}BHyS2slME7~pWq!KAHkx3OsIb<PP8nzI`N?+YRWD*3`!3|ROfALl#5l2&
zSb+FkP#XzdDf?XS=Tx8Yy&R!!A<@ZxbtvYQ_ZAXvhF!DUL=#(hM}95e@i;|0uTRmd
zNQSUHSVNm)WFD!Wp-`nyyI@Lg@RLgswn<7HtFV!r6Cm7wo2#>Y7LsCn-9V*tBAl2l
z^{j=8io_Bs<Ou1lr9S7;F{<(=SnlHS{iGHi&cejHB3eqWTkphFvJIJ+nL$N9sN?Cp
z%ipKpnMKNZ$68Lk@AUUFCTt|J{W_*tgG)}8w$R(8^2rh=YO+Ukwp-|yu&74Foo-(D
zP2Wdje6NW-Swf?_qkp5+ebC@5N6(C8Z`R8%?U`U!gSiN{a!^szeO!AY+fFa)h}uY7
z>tqX`I7(&Ecw5q7RMH<MYmO~{lB_FH;=d&R5I2&C*zB325biN#yARnmw;5tTY6=>z
zJu?A1r`**_HP#TaKf-D^XIlo3hW-|nEn*~aKA5Q4qRqZ`%A=vHsA>fDBi+;WVB%PQ
z_wi&eV%{B(&*m10&m~Q37VKzw;<Pa|Tf=cQZOA>y*x(%7SKH_Ck4K^zoCgU7djI5<
z{4vsXw!jbtoOdI7go5cUs~4?V9J<+N3Ab42I8TYu=<ZZ$5HqDj+CPNWm>6LMP0Q0}
zD`M7|Ic_*)XxKMRmAKcwcv<d!648d7=qO$GvA&)}IG89G4$%c4syzQ$;+7_WvBPz4
zZ=4#7+Q?+=Z;<5aNrVq83_h!VQft(PMfR*lyz_s1D`pjjW!aB0Dc+Yn(`R7Ekx@<a
zV~Ry0d}B0geFyDKeUT<s%E*XH)_VVn8KjyItxxHrlxiL|5@p*xxzYNZ5$NWU(|Quq
zrMziN9BOrB&fpR`hVsVcZq*rBblT>(Nw<EOBIajTpHKE$R=c%zXjFo{<%F*>&w9J)
zniM%&p0#}ssX4Y^9m{!4A?#zhLGjDPMflj7_m8RHqvQUa79uKsI&%~6WH3IhSFTzb
z-j4<P^i}q$I2y8Lzu-UJKZ$A68=swl1^wmhA+jQQ_8yBmNF4L|Z`|`Fq6&GkI%c3C
z?%4lk?Uo$Hc*vChkm&L%*+FiKW=j0hdPO~f+V!6j9x9|iPd7cq)oXErsjK68r?|S$
z#~-a<wv9tMGLqya8rmFf166<hEJbCOZ~R<HQjBTe49G`gRLd;l=<{C3+aP9!(R|`;
z-Tc$aHppR)<{A}6yalpMg_w#XabkO}>3B)fY(weaze}3WW{G8cbO!IRF8F!fJRC{&
z87OQLZLQ*Q2CwM+=|%wL`G@3HTQ{1XgQmYTwQs#XvObzX!5&K6$&|lNUY6QjY^RrJ
z^V<<xT#1c5J^Buf?!3u%A{pNI{+}3ywyV~6pe^+-j<<wRr6&hGUXJaQdX9TyE*(u1
zaP&s+qnUAk-luJ_>rvMkd9ike^k&6pc=CMvuT6O9tT}s+qDjSbFqt*(i!Da)_w1J;
z=4;j~P-kR-<#w@4SLU=iq^yPgCV2<HS5kSzzLV`Qr+i^PX=gnQ@;}LtO;c$LH19J<
zt@A?l9FsCZ=4R&k1$mq0i7j7B*Eo7-4X0+lw2@6SSn_7;Nb$D&=Bz{<EsBy;C?|TF
zy5ick{wl>IYy*zG%-PuJv-Zvr?|X`9nZwYHybX%|JmpAOR=Rtlw9aRH3L=N=QrD{0
zND@m~T|>zkR8TSr!d~oF#}6rp<lKK^&yzJ&+VH3vGBt`9N#3w}=!^PC>|cF8QMBEs
zq|+5gx;+^EJ8P(I$GB<-OuK1UEZ%Isfr{-IoU}U=pYDXV$~;>+?3|0{H>gKz?&YUY
zxA(3uEZZH<AR(DX&Dw(NF0duE#9ZRxwrxUj&u^Lca9-Lz_dDd=aVHk(JkO3}RfuJf
zNo|M(*~5^}W0a#dG^aN<V~ui5cEe{VhgFPh;@;B_OOnTyO~do_P2P*;d64ww`$Vz&
z3>G@^!KBGv+SV;5xyN>zaUwn=WG8>iYL9U;((`pr5-SsX)f(Wr$+`0*JX}6eV9_8x
z%j&tywJ#>tW4-rYpy!Fne1s|An6}o{_OcPjn%74pOWSi+l^zQ<p-5`iaK!qsOe?B|
z{dqGpLvv(D(ab6xJ-I4biMNi&Ak#ih-PWP)O<4!EFM_G<=!{X!pPH-jJ4-y|lWace
z$7HMSrARKmmuSpdwPN8mChHTf)rQFJ=9@?Ow3r6hqZ3-CNL-sD=BI7=+sO^s)O3b~
zTP7W!7!w+1<Hl@MOu;3N@y$(&vOF6lxY6kx{h}L}=k4sQ(vu)+p~7|+ue8OS42j*5
z5q-|`xqObrPj>q>8>5s7(UptPQ4KL(mf5SGZGF;~BW8MqZW$3VosZ{^u-AE86SDL;
z%_)}jVP?7&UG|`fy<wX^pb>p?<U(y=ew&+O0P<HK$@S>rc3gJaAmb|OWU_OX2eIni
z+KD!#Xv{*!+--ACyO|!Q44!EmZhP?bY44%iThBh7thH@M&8R#kHlLiMY1-b!G}q%a
zJ=MzRt}97fCEMn=m*o09zNxaG&(AD#j!4t!wbe#@iK8x2&S(>RS!IAt)|?*uBE6wA
zlJk0+;fNy(|7kr>JR-Z}lUkGzscw<a0{BXwK56gMBy(ETCrKhb+q(~4BcR%?Ii-2d
zVVvRrM{-BLQYSH)Mx>@0$3n;Q0^i7~MrurVQ?*(?qIIt4Seg)xNrynwcS>)JM?MbV
z$y|f%jHPb4q9X^VUQWF^&Rp&(xBh$Zq(+2yw%P}Mh99R|!=5Nwe!SEkP^fy0?pPf(
z-%Z15-PQ!qnEd!NKzcH#4juNl5>@EG&}}JC`@~cl^9WvghzV*mMDB`B@d0dAx}A_w
z*F&0qOmBk^J+taAeIxcC#z?(<#Js9Kg-7b;oK7;8(2SG1HfJ!k0}-FGjBSjHG5(s0
z)Q+)E>Y_bPsD4g#(^;r}^{*EV_UULeeezB`Lk&i!t*ztedDq&Al0DssZ1rKpo~uq&
zqKqYc-?-W|D_7U)^{YDDuC5bxQwOQB@Ll6bIcppKJf>sTa>Js%L2pe~;he~DP7ONN
z^cr+G17{Cnp2XiMe{1TCvF7-9%08ZYx6g~+3VmlBnO!ouy?zX@$)u;hpdfRxnXV=O
zy7zRM$DxS=HkW(8>^;8~eY(1eNX^&NJP12X;xog@@{t^&|0b=4BlWZ&ddXf}-l_GI
zId$**YNYLVJVmHu3x(e%Z{HqDtbOJdeeo#h+iL>}J5%0I9=n`~@RBl)DAxNJkxj6%
ziSSh=FW)7pVdtHGj(FZ<JYJfKZ?OE!_a$U5+OLkVFYK&Fp8K%GToAsk=px=}f`1u{
z>QLB&nl9@nL9nLtpOUxmSU86(?`*s5ze?K9-KM%>3Q1bCMEh>H^cc0-Kii^K_I12>
zK!&W-O!j~`tu3SRYVQ++bE*(UAkSz%^Qz=8WI1)uloO|%NN0OM_TTR(ze^oxsh9F;
zdWR~1Y*#%RovwlwvH#ZH7WBI25gt7hqgt$6{7n5*X3aeg^qj4PAA}Y!npmlQll{#-
zy6!(cZ()z61HZ}lWwxWXG32cElNt#-8tEw3-qzlUkXSsmyjS?xxDMMQeX;Y%n$T>W
zsXrQxRk>PHYH~PQ`HN*~&K;sAbk|EMHlNR~HG;R7bQP^(X0y-c^S4_*7VE00!1T`A
zr<(kYXbZLg8U0(bUz}K-R~5|vd5O=KEVdV*ir<-Y0`EtbOb41N$JgoqNNO1^A(OiI
zYHow@HzqMHB&~NMBv>xHr`PYl!nR;#u>!g7!){%qI+i@+<kCBHBzAiX6QH->aEECe
z-SGUlqK$p~eRqV;5t&u>h>UOez<5R#KWQjiJVIXj-towkop@yG(p!x-%abx)YBS7M
zm7mJYRjv14yEL6!{*=Ark=YbC^<grEM?s{5WTS=i@4tRtl!?h0tw*B!dWj9%IUL_<
zZ%z>#X?oe}KTsck^j$)toXO7md^0_<yJtR2f6Bbx{&nFwr6qgNEJBNPk#SnrSKo&7
zA$mW{mC3|8bR@r3=SowJOxb&sNdNLyjWc+Teec=gweQIl;&5U>qOZ9OYFZHg-|p9(
zhXxNwJa9L8KlUBbTViW=`3+(@%U);?%i5xsI&a^kdWLopo`L0uX|pSHR&2dB>w%?2
zBdPSGft+N-rdcmee2($Owo+QVm3mYM>4MJj;ZumHOzt=ZMShB9VaDc?$f!tYriMP8
zrXlzikJI;vaqTNzEsBvLFYosrjUZx<bLR}3Uhk(9BmDobg>>Ny-b#PMOt0QTzTlqT
zjOc_1H`~8ej=c2Q=SJwL2B-#uoKtCtD<AZ5VlU@Eujk1UCe`%7q0?Wgc(%68;QQme
zpa+M4X9-!J7g##I;p-t5&-qWQpTx1!G9omP$~9SEBunczu=b*Z|4UfN?U)xJ^W(Je
z&5&_w{Lm=ldX=<vPfEr4bemGvEv#)qgorp^60+?S<5nxBvs*PDVuhGa`<`31oVdKH
z($2V<1&D1DQ)m0yB%<AUT*oOrETrMInLkY}MB4=5Sggslw)bM!C(m)IqC|wJPLY=%
z@}fE$-J<CpYYT^Vf|c~K`ACn6zjaKeV`{~isCI~Jw$Gp1;M2rIrlVWuCC@@eG}pVe
z;2ccK{QB>+IfH|J^~|&6i8_8i*Y>?<uqET_1(1(3>uQ-x)<bHr>^!-g7FvzSa$-*Z
znFca<#(4$hT6jych8QifAbYgU5BA#(G=Mn0S1<j%7C%3VG2$?Y)MY8>&2z_vUT(zM
zR+m`Vwq_GCGTUxK&V26;N7Y*<gT53ho8}->W~LDj&8cRch_N#tx{t4%zM;qR?sS{c
zXeTkYhcWFm9f~(6VsCAsjytsb@sRouQ8AGf^oo1lbSB<O{yOeKt)Yoypol79(Ik#V
ze9Ji>Uh!y5WX9P1|4MvnZC$;U>{878HQL0sBBBkwAyqp~_m{UnA1yiH!Snnv$qbcv
zs=@Ir5;QnE{v;P6>qL&xsdfc}nEYs7F&kw&CziS*t^VPDQe#u-(52le;`8VT$NA!Z
zXgD1t{Z>y6n@q*9W&e(kpVV*dk()E<^GTwP@)fEkx;N^Wo2>h7GE!kvQOlY|q;j;L
zg9Zxq+*Cl9<!DW3uZ8)~SkpgER`Q)hm)O$pr(0~^F`Kij=~%#{(clkN4>;PB$KNFK
zp!DVO5k0a)WO20YfQJ)bWNvg=b&{!`@soV;-@SW=zQ)B}gGf*>o_%{0F&@*co({k{
zG(w-{FXotXEFae?nHoKwW}1TQlkwy2Bhx45J?8X^HVi8cF{$60rFv@`*#RbwkgGl#
zmGf9f;n9gRq$c(uM7QrGYjJdZM(4)jk2N2Hw(ZBKdZNmD^4L5qQg1cpEKJZSnu)2u
zMO6Pd2caq;pHCeD>M_4harTobOH+qXvye~H?7wF0;#$pFSn+{hC9Im~de7C3h*psP
z5owEMwB}Qmw%Ss)toS)}QAa-0<ugYY(Iftb-V*jaY10Ltm$7_)K`c7|{clsX>VE1k
zM_RV8pKVcv__oi7oFg%sU-}|NlGM=Y1+;3zXW$_l#7=&Z>JCIk)buZBXYjCilK)6{
zhIz}IfQK05KPN1INfe6Y_#8elUGUb`zb6dLB|V%FeSbkb%ovF>%trn7;&^n<@!uyL
zc+Tj&CD!$LORQ;bbm~8n<Xlc-w1@4xsiJr}$?cu}J%ckuTvRqcn{<eKlH#u1Sy-^V
z|DNpaoykxBcrjU#)vZ0K)iy6Bzf^&+c)v;Xp*K$70;`ADj4|z5394yfv8Qdd$@}f;
zQ)<E&tIYYOR#$xA*^n5Y^`3|+nCGKL#7z<Z+Mw9+wvdYITZuAH5(?$2G4IYmf+yGg
z=JDLZ8CtKroqX=^DFS4BAM;?`qsDXvJ6AdHvhPL`Pg|bE62vLCl3$mn7hL1)o6baJ
z&5Pw|&(20nA*(AccUjJfG&Hf3sdFdE(7j2n(6#n7k(Y?LKHry(K2M*i4NPVyRSnXn
zDk8D_Cs`nB6ZKw7b(?>io@1xKNH{g06HCv&beW?O7Mn<Ax9P)FON{TT5asumB996E
z`s(VNG&%A6#3y)m3EJqc(f>;J85u_NG_ACRsdXdAn$*T|!s|Dcw=BbUe!yn-$VthL
zH7idXg1=|hn7Ozm|4)}Knj+|txA>h1tt=%chC%#n!pey<c+PZ{=PQ$8@!!8j!`NPU
zRN7KYOvL0f{!J51CB48ad*u<b*Cd|U-wz=c{n^CB>)_lwdZ;xO+tG7^lJ1o#v&Zb^
zoS#JG%IA6`%vjf!dB@CB{T*~F+oM6^*>lOMNzQYbF8*bDT22kx-^c%tl=$9kceM5y
z({oN4_7h2_UnGmJtpVrMLu#qDJqF&cuX*Bq<2a$pXI5+mLm3J7T<31N<64nSoFNcz
znIv7m%V=CHaWT`nba%$_2=YCueVyQA^r@uDuYQ?P(X`dtv?(WW_vF&+<UjBIaz>P$
z3(DfwXBhXUO^t-8!m<&v{q`QLeRul2PTEpZgpN0Mk8?!vZG^|tfltTYp~JDwKUN}$
z?fCvimk)zTi+PkWzZ3t|-x3G72b9?J#V@j{xd7=cdt=IX%GgS1-bt9ero^8oeUi;<
z&7;(xXK}P9*Ylrc9Gqj+#5x*2qOozeIe%738$7Not0wuW{gyP!xC{yZkNs^)jsBA)
zKP6xMBymd{DX8=qjp)J=%h1bSuPdB|2|jB_KbtMNS4O?c-z94pQ)|!IbBS6y(IPqT
zL$)r}`|uG?8qK~<l^E<YS#_Ic=OHuse|6P|>?}D`XH&lY^F%W!_U+`)(3GbQSvw1z
zYW|Y7Wpr3oZFXZ8+pGv%1F3?0OPh1(<#+yf(mXsavqAsIWFKxNsxWuXX5xG4ldv0D
zHErd*m7YFGPc>C{KmF>5^f&w^{W;rGZcPy`+2K#=U;XpR)o;^3pQc_5r$v5~yxAA&
zSMOf^KUe?b>Yvh2l>bEcNab&`H7f4;ZrmDuH&O9+Le8(UjjZu8FNml2lHs3t#F=B|
zcNoWq=F<@(FICNvO(Qj8qiYX7k2roZh8VB(aEceuz8AmXgr>|^a;_}e=+|St;&;Yy
z>VC7_H(8_XlGc@c7AKaU^dP3Ej3q<U-kx-o`UE{4Dqd84AEjT%QV`Rr2bq7T2P;)V
zs;qYt;<ppJS^}7IWfv9bBfP}iCcn#c^XUAO?Rd$aA0(=Nn*P<d(6@=OGOv6#)|V;%
z7FF3lR_c@?AuA%1vEQFV#RtikV3o)mIE!w)=ad(=DyHArvZ>0<qbcINljx}4C^c<v
z<Dp{18}Ef^TN{(T)b%{+k<7=*A3skh>E`IhI&@3F)9xW{ne()5?^W)>=HJ<ZmR=Zl
zU@%ce?UXxk+CJ)R4KkWyPj43y5c!d(BN~3Tt*;S2m~17x>LPrX<TKnw3Yj!m=d;&z
zzs+I(#Gh2tlOAa-@2Pq_`A40nyq9dII&Ac9BYw~CsZk^=jo9A%=tBx6-%dKBsTv~k
zmc5LlNw2RxPqtvgwo}=VFC<b{=MB!^3+cFTZSFc)@krR99~0I%=7{Ps-hX;a6~EJm
zRky#P)vuG4r&kF&Itti&x|&4HFGJdLE9R&~ddcX)TW$<}J7HtK9IGyrOE#WrPn=PB
zBt1{IqqVvvwPj8FM0$U|yt0dq%Ch?X#7p)h<D<L(Y08qIqSt+IQ$3|)Nm-|2t_^?>
zbW{WEsrG!@lo@}LF^h|2c<&5Fp`5DL-(mJvmElp$@~4(98B%t1vmXK4vT4BQ%01ML
z_m7Mql}?pZr0Py3oo;7MkM-^S)GNF!@MH|zvs6DTvEhe_jQq*=XdY#br1j1SHf#{q
zh#F4hH}U7b^WR^U^)_h?B|DHy3YwNgceV6n!0|g{*w*3>ABUYyKQ?Vg^n;4tFVE$z
zAMFVJG)Mkq#$9@M?0%T*?h+Qd^lwjA$t+;~WDMO;$?M&np<|wheJnn=>A@SnGlI_I
za_u?s`hiy-=jJ}T`*4bN*y&7F!(-$;jPc7n))JT3-Wj2z>Ka62^y`HY2?U4iv|<R(
z5K$Ydy&e8_O^Z~q6-DcBFpl@pjGFib;hld@EO9k|<99~T5h-RqLq$=NK0t{K4;|a#
zj0}p$v>ii6cb<4GcL6d|w1r#2h;8OtL%+Plj%4({Gm3OxRWFgU>kYkO2UCq}{e}{J
z=6-Rl=6+0T&;)dZ$m^42zwP%Qrr*!C#$%t;6kVHtKfN<TQ`P)RDjMbX-48Q{P5EH9
zk!UlyAC`w*H$GdQ%io-O{Jz#Wp72v62-yPsQ=!+QooeNmw%<=DtrlmoHRM2?x?=MI
zzvGs$T7RK#ELr+qRQ-|N{cI1NVD2xN%O5zIxG`Bgqu*e8DD@I$r{s5~)iyNzKbE0P
zCzGn4CnJ)_DJ*b$+Oa!w-~Hty_^3aEan4z$<jFyemY3nICOGQY#t`v;w4>IIw%w>X
z9LvQB1+5$FtD(%cGmSQ;AA2IC&geNzT<59RW0~W3MyO{ysy#aRReRknx>|F)&u^#-
zPrn^|=Ml-5>2I#%VE<`7PuA(B4iGisJ8!0#>MVpDk(iI2F(oef-|~s4UHhGWT-;a0
zM4G2n+&$~DC-FP$nAk*{ySh5DMAbLK7Ts;!BWv+HTd_rm@S}5n_1KO0opnS+M4aX%
zd*pm0HGQTEVqW5_=ICM@ptqL2#X36tB~@oOw$Oi|JI}oh#OutD{1Ez6b`D$u=Yt8I
zkVd@4Zk$g&>wReYN>L`fhL*YkEy8-X%@wDG^=|5d#Bto&IZla+8)0HpkygZByVi>M
zonEc5b8<^{(fAW;6utV}k4u$_DAFYkn&*J{pEa#$z0-@Sjfl*^TijlncuMvn;zS8E
zocEFqi()eVW^XNe_!+;mj*AQc{rhRMxaIHGrxIE@rl(KOlXa{wr)UGuAd5kK)S83h
z6JvkfgT=qokM8@_*GD@eO@O;=xx0_m+E4mXDGO!NAetsZA7Tmel<0Y~j*I-Ane(?3
zo%E~NADxSe8PL0lLd=ZZ1Ux?`+B{1<Lr349?p$Dw;Xl*w>#nSL!hg@DSB>vaN%E1f
zpRfKq>80*}|1zk&3GKc}^AxJ?q_~y#V11YV`8sW)V4CK6;wkkaB#sRkuhXv|C3+FJ
zk<I0^3sfG-sy<5|;)|=#Q%p%@8J}I)+s62B@omD*3?)-+ze^Ipv>4Gk-((p*XE69C
zAEa;6LVq+5>RG&P$nns0h0f4JPxl%*nWS!PU6UD69qhk33448V=bw|zntc3ok`SHT
z`RAkuKPQd&&#N!5{?98t&nI}|tZ(#=+&GH*-;=e^Cyf3%d2!n-0%fst%;nyGgO2k?
z|C}_Hd`~m5ss{F9kM4x+i3Z|#V(i3Bc=<VIW+bUa+@ADR+nDcn(|jH$<NM9JFXz>I
zt9)lG?t0cQ-_G4bb0mJ>$Yw6r(78?X8oOo`|Jq6Qy{-5b<h;v{B)lf)j5%}HLvOm2
z`(`i^YQ@>=lj;U$VUu<e<#O($2QSlD`&MTnyhKWN?nKfu*Us|fVh?U2_I<159(O)-
zmTmXFH&hj+uVYir#80e69nog;N@=;yci20w^*s17X(0QgsE_4{tH!UhLRj{1(?4G&
zPfJWmg^liLpET`zC$G2g^%<NRe{Cas?K?BFbn)lsBZw{6ERgQHj{H}IoHH6F;w>Kk
zXbC|!*fvJ(ro>2<B;UWP+=H2EB1X<at$TiEiRkis>ljBPwV#jQiKrXnw|Ziq^zOS2
z%%fzcmx?P9A;^gQN@`Qld(o+B%tA$ySJSUIx{9%ar^JU{8S&;wZ!eM_{1IB6*fQ#E
z_uzER*7Utysq(0MF>bR0u|D`uub=olm?tqp<=!RN&9i-;^!-8lhZ+cRh<QVP->Y99
ziLVFuK8f(-vFLB-xXmJr((k<;c)_)NaqpAIb03YR<@TMD@>?QMIPPt%r={1!_??)#
zbA(%@ckiA=L_yB;)i!I32f#|j)Ts5z(=dJ#)6iq=v-{Mrxif2SrFbfQ?YWKCJ02mP
z9a-f6r7Y$djd5L%snkQ;2q$MX<4BxYO>GE&kYbgulYOF2r1Ph}wn}HSda(7p)51?g
zz<ggx=`A`H#f5YEh<543??fm$m(Lspk)b9ksMeNv$tiT|(=vx|6TPjf+maThj+x`+
zq?-MDF2}sFCfTib{C6R`jU>BI`@liRc3g(NoWvMwX~5UMopw!A$tRO;(bMPzN^RJ)
zCuPmdW9WI(!uc{)bBJaQm3(bKJ^Aco?Jc>hZbrJ7aAGZ9R<gSVE88QFr73x~&%w;{
zVkyYtEk;<5Snv~Lczuk9%tta1<Gp^)cx%eXqYNj;R?BewPCx!F5d+$GtOT3iqH9}Q
zUDe^gOA-Sg=$`#~k`HCVy?!q8AmcX9Q@M@*dJ#F(<>NSOiHYSK<nwySm@YDjd~CKJ
zVclZej+bKVN$)4aV5W!4e&Jf@d+6PMCz4@07)+Jcxy2R=-|C3c`z1QU$ju>7-k{8p
zf_$=~h_9z_pqa^Mi;)Cz8EDugP-m6Qx~<K&aV9E`+&pgeU`najmi0!n#p8CN2On~P
zjm0`Ve3NJV)ajM6JGHECsVVhXEzy%&uBM?hK~~bY?g5O{LeBXP<{zkw)OxqaH#pX7
ziwidU#f=O5e}h=Vyo~fbX~{h&STyNWOORrZ&y&<+O<qpXhu&C@N{_Fyit@|2zfGv^
zJ{sbt9^~yahduQ5??e=*PVqWPdr9kU`5)&}vDxg$)@Q0Fq;r?$6K{9g?<`@ht+iEK
zK@BIEyWNtzg7D}Z`(fg}=p13+MsK6&(RpmfT<5Q&Xpi+ly4e8gA_GK8r9`WqL@kL-
zi*1$vo@V&IP5<rDLnwZ%?N-!}?3Spv#d>3zcO18P?Gr+#Q=o2*5}NY7mzKv)WPy}=
zCL7>NoLh73qv=T{`ANdcS<({c7Oo#{w^Z+DKjGu_&nQYx6`R#MqB00dX+D*~F_g^o
z9GfqLGVjgPZo=Hh9I0a-Yf-^V4<pV)?LJA1H<`~MSM9d~$IHYBdiy?-qP579yI7Bv
zY$*CPaiWy!R<-kw$>z~R!$aRo)6zY&gxrU~?yC81XWDMG{N38`ME)cCCUrElMr~@e
z%ZPl0*?!WC@w&NpUCU_W(KlPRj~?@1l78axO8Kygp-GLWD_v)5D%88#DZ}qLM>UUf
z*82}s#NygaAJ#42?&w)5JAGf$a!*~Ojs>m#T*rsA+$oZh);pfg(f8P@Y2G^fC*J?W
z?|6iEI-c8|uvd7)pHtUYQ|9;)oBJzy;k&+HB<bHaFN&8x){5{Qv>&;|zD3U2J9ea<
zV^%@ch&u1@!I-oCOhs*4Tt4r({En9pRlesnW!+3`S$=<Q*{F%Hi)D1p`g&Q9J2)|J
z<;+{~vUvfG_dA1H_O|>6t#=|iQ<*3w)$SzHGw(Z$miqrE2S?3x(zVOmY(j~(M`DGO
zIf`RFG3Oy`eQNoR{z+!A)7glnPv2}gV({;H8Su!rcnfCPkIj`mzP?<ZIdCSy{ah8#
zMVa>eTI-z_{p?InDW5F~7>U${m-&Bh!N#+Y*0*7{`N1rkZhf0=@=O%x<=H>+-zoNr
z{u^LzIWtpoV$X@<INtS|*7IZ=`fuO(ZMuNHT?A0{P}kEtezFbmcZnC*nH7o7TCMAD
zbPpQerWgCjbfLIy|MfGo#Ps&3ZJQm-RvR~#km>XDWW7h0;&;}+g=MVP(^1cF?A-6M
z)jVvB&VNvAuBktED$Hc#=(DpR=R^&eSBZP8Pn}Du-;?Ymo(-M$Jxd*kB_l%FGpWoZ
z31_GMO%y%#^42>sMz*MNLa?S~e_Tpu>DcHAek;qKOKKm-#V<}$#9FOCFS*(CB%<c^
zCd%*>afHx=$G;OH+$$U5(~gbe*hLuS`0KSnQG)+!UvjLmo?bmqBAUiHw`fqbeX_^b
z#_xEH=nYxuyc&UKan^%+71eDvLCK=7Wz9!(AH?_5j+@fH|Kmi!OX$D7kr6P6*;_&;
z^dQLtbCLYMu5MyIhz;gZ&OF-OUe%;ZaI8JiH>|&3DP3DC23U$?eTmQ>JI!~-H;`2+
z>8vwm%vw?v>pPbLz0Z&i>z)21&K@Ew*P9qQp2oJZx0Hu1{v0_NJ)zU@D<hO!J*B#2
z)QRRB{pnc7SaST)ekbzn5#DXl$I-gQDKca;KKs@y0qT6Qy>6Zvx9+#g6y-c;O!bJO
z%XqiZ_Gl|hj7*(V8#7DIvUwK!v#k>@d*9<RKYK1ZKA!a)ZWeW4r&-IArq}J?VHf7o
z>#Gd?Pa^4^W8P}Jq&52QvH2*H`D&^{l{DTa0ms@d?h7XGP>-I8VrCvov_zCl7t%Ln
zZ~kwp-|Nk_Y|775^h-c#<MdNrCUomD^KkWa;rMPE&X1X#Y^|L1A%@b-!BU+fiY#ev
z9%I|-UOx9&-NP2QQQs`NevxuK&h~riTAuxFqWjhpAJF(%kEh$mnVKmjV*6H5+YI8P
zf*y+!zvDHJlPTthOT5>e=RdmU+QQxHppNu|IdQ}Eg`dD^#cHMHXuZ?VgDn~V{x@^Y
zqai4+thkhuew)Em*s*o^d_JtM|7@Y-@%EvG^14&7bB&Kqf6pt;t#`bPvTIWF7bW-2
z63@4Yv9myLuWu~So*3Uxj{4GbTiAMMJN|8F9(5P!oSOT_M9UN(@qJ9YdEYmmNRGZm
i{LWS?Uw2aBXwTiE_`G`jZHl?qHX;3wtAD!U-~S)LTE6T6

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/LRU_new_exp_process_update.txt b/src/Delete_before_submission/LRU_new_exp_process_update.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30bbe86dd2965542e27daebf3c4cc5f5091683cb
GIT binary patch
literal 273006
zcmdVDS+6C>b+&n~4fsFQo$I@3QXC|bhG2lAC|kA$ill9Hqk#fzE~zHhAd>pff4#fc
zlW#3XWW<Wh$T*p~k3f)B%*s>y-D{p=#sByJesT5U>iN}QuO3{zx_Wc<#D4$i>ekhJ
zSO53bckiCOw&$<y$vyk;U+vG{*iYQL`ughESHHRX$E$y^-<SV<cJ<NKCs)6?`q|ZI
z_Rq)m=MS&m+TVO{`UF1jmi_*_tEcwQYy16ed+Q^6|KqEl+pqeGm-gvTuAbSypaNh1
zGylu}53IMQpL_4>1N%un=e50eZ~8{}?f0Nd2>)n*<NfJ-KCoYJUERI<@#>$apLt_g
zp4&6NF@N&he)r7Yoc}!d6K2uj&4iA3p~1`PZ}+!&a?if^v&DBF+V^;BKj)wM&-Q<O
zGoHLK%9ND*U)eX}6FxR7zi;2(dGIsi)X%1W)}DNF^=a`_9~cjAUH#HN^Ob$}-zE&u
z`I&vQ7xwJUgzc_<!X2aD3;PGjcw>L^oxSldM$HeVPyWzw-?6`i?{VLLC+gm@pMGJ#
zzkfCV4j)b5;DZVc-(u}MAY<h_AMNlRJ~FxDJ3M}e9S-r0pv$v~3ViSR_YjVcO@2#6
zHOAg2*W<+pS8(E$VF&+rlXk?Id-3R-Ez8*TF#mkQe8;Gb^q~Fx{^q0p#Uw9xCY^a>
z|9$m$fgAln&cXe|3bk*JT>rxC6sR8=YUJaYY2|&hw9-<n%)P6>gffG7xhdNDsafsY
zhV*WT^wy0*`k~2)tf5o(&g9M0|K;>AHT7e&>+cWQ_D=$@2KTOGUp_SJB8hh|edp@?
zN$ww;9AV$(`Cr@rVK@0^#2%&3LWVvxd^g2zerO!}VA2Uia(HKAA#~$`{qD7WFSMoP
z4&USE=)^~pM%<aApYIF3zWK;S|8>7r$6Y;<&d-d$k>$FMHhg4yDI4^i*`db`Isd?7
z`A@>n7M|s3pnm6ih(9yTw=LQvRwqV|qp+JJ)5Pa^D<Vm(imc{$hWm->=<{7Qa(@ZI
zddt_QXe_t(#P;Msuk5?+siFISlb@TUBRO;Q9?{=1{A6$UcKsHycesxH>pQGP$4LMC
zL-E5WQx-kfS+d0IVE%<s{<Fz9A^YTi^Y|h5t~bdqePTWmEl3&d--on(YCZ$6)Q9`#
zWUil@zqxIaa_{PYEYf^3S^C<#Q1hW)F_+d@=X&0`j*Nr&<4MNXGr*gM8>`rp0gm}p
zBrxL9b*TNB`BX()>ymx5>SLdo#3I{E)v>=P>!`Yc>K#-tpJr7+#SQE6@R(e+V&+k~
zYJU@DR$gmB;_`ZJZI{M9S6rJo;v2ym|3=ikseteKO+MUJ=i9s?Gf_71#v*K@IKBy0
z>H6DzXcn5<aE~wOd1r6Fd@y;CUz&71nZ5^o3@Y#c5`33i_PxvMeM=)Q@m)TAXXVJ#
zoHH+{Zx-ciR4?e>^dRkdXK&7YIK{8OoHT~c%n!zuR}H@08sy8qUb3YzA6eB(aZ2LM
zW0SKNRxgco=9a}+V-eL^--k{k{xp4`ykDg{JheX6H)^XuG&WY<ILBIhO)Pysw{i7%
z8TCAL?IP{lTaVzCq|bfN{(00{-^J@X>k%lF{l%c?iLK(^e4+1N>JYUm)k>%$zp-99
z^^r*CMlIesGWW63zBdwO0wL0a9-mXcvp<(UnR=sre&}XL)p!;4VR|gV$2ZzS^Ig!N
zK1)Cyazw`B$aQZSV~VD>1fKKksr~1~2T)tuukY~GY}ryY0B3G;TuuEKS^K3$YxKUC
zbA+4zT~rlLkqvpz{i)u!r=*?ZXQ*+{b5W10sr4{Db;suAR6F2TCZmW>|Ng$ISFq-M
z`_ASV;tXOmQ$52%P}irDm~29t@}ipX!s^ej>`&v!XVk}@@y)2_t48V`Hhsrvnqf3|
zXjL8d^-N5KX$D1k9P>TQ320h_84k@LY63ITsZm~?VLk9sK9%y+z7z8rPt0okXy5Ur
z{r4t!CF4p1)=>QVt9>6TTB<TCmmouDDur4d6|SXkIU4(&!8h^+q9sjOerI(dMHl$y
zJ!LS?O7_(-O<(hEJf@JZV$%0V<CNyA@mYI*vvasa*X6d!n>zfth4;v|XD)+I)>x(J
zjBokLRHIby2+u4FN%xc)8R~w2Z+!dIv`fAj{i2SndA2m`S$-pI{LPqqh^->u2#Y}l
z8GZ5!izZjgZ^MLP)Uk-8hk5<sjQ)$q7by<>v&BouTm4N&ql=ct?Q8q^CV58;3)r%B
zqd8T~weoxX&FJ^i{!J$?I8{OQ5X-#WOXWL^R<K&=@X?&Z;Z%^$caVD$qdYUefKQLR
zQ@4zwBUO%;rHpapvs~xkzy`q^D8TO%O?t4zS~=I;m;&`Xznnh5#6oR=Gb)_SiL{Wu
z;dZ`6QbqTpl*sptGMuTxYX8#clq_|NJ9|>3jYjo3{+#X|lg06gl6|Fi36EE#HLXpw
z&n##QS8Il*mWrMy%ecrx9-4f=wRq`qC_|%Y;tJ*xnolN4LgP3GRLe6R^V-hTPfDF?
zbz|CC_|CWOB)~kE`PQWAm7&X#agL3iL+QEbORZHFnKX$f+Ln+}b;1^vNL<fH`BhR)
znf?+I>UpX*{Lb(o+fT3lF!_pk*5EYyS!Iow6?NS4TsbrAF^Aj8KAgD6p9>w*gjDe)
z=beA@zLStkxRgISE_@39wuOssykm^11CL_9>F4sFTEfNY-P`8hsmM~<W8x{N6w*vL
zm-D(gB2FAGd6*C1olc$ql%sAVBL3mrF%b~)NR9=W;olDn-9gHhus{o{O7S~OSiH{5
z)H^we?84h7jY^&FsYQL-;A0!t$5Xxl*B%(h-kPlERB|r0`s1~H%%5!K7?}$)MC?fY
zJHkR%;J9+hoPYB5<(aIDDcA2!mR}hj#j_Ejvux$h%_5=u)F0>sd@*?zv@GrjjN;mA
zDe0FH0X#E2e=#&)+rMN(oQvO+UNPU>vMmiK2jUDtEZJkx+Xs~l>d6uopO}VsODB{^
zxwf4;%Ej~3>U(l4*1$G}RL$<m6VIZMS2yW_uyx|!>{s+o8W;Di&hobO)5zNtn|x_D
z;o+opzV{-<QaMlE1OLKmUUM6YADBO>V}jN@OFaE_sxT4}d}*}vsNlYJHL(wKY{bCy
zs^`8{r&Qb6KA1dmYZF8pn^&Sdj%vksiaTpuMCP&12`jkRQnAgNa?%*Sf?K>@i|>e@
z+SJ+VAzSn!8dhge^U_Q4X8etXv5lvUcQ^srt`>j?I&p$u-5}{`k3^9%EpZNv%y(|H
zU?9>|sk$Ll(7&5JHB)hM&Tx*k0GYhc{B+dsOb5%I2gF}!MtP<W%MsHf@fE7ZU8lBG
zX|lL)I_)fK`5d}BbiM;6qL%C3SQH@%PxOPr%QCNs)MY-G_3I&l3;s7qL-nN1H*~MB
zS~q45>Yw7t5*{K@#pvo1$JANVd(SH8T!|&WjYbp8esVQJG8)5dMe?b6hxIN18=+eE
zu7?u!J8jy~<0mthccbTprF=EbEs#OHoJ9pLmFHxAoY|lr<(zB9c%`<i+s3wBwJ1gR
z)&0p@&TtNOu<q!+Pte>qzP+9L8uL02TWG*uR}IQ)OGFjUE;!foXrWCf@=rST)OxVl
zm(w?}<7p+^zc(z)TU7AO(RZ!&spm<HLe#sF>OL=fj%6a3AfBXS0F}Nq+s%B><#-1o
z&6aBN5?d7Y58%WZ`cEwkT|=h9!aNk)^<**CZI-{gB+al=RHPhbL@}f<_FHRG9n-lj
z=i2jfcZvh@+7rDSG?Q#BMF7;5=?s*)aBj^%wRbo{5qDu)NU%uQ0k@P)5fOVM=@GX^
z<Hwk)ZB&{G(A4b<lc={Q;gYHd)j5{n7ZY`Fk|lsjs<S4kUbp2D50k99C##>-GR~70
z52;DrHf>`njoxpXMdQS*o)JSaZNMbxBjYdI?zBm0-`?yt>7(1CK5?RIk~-=h>?Flj
z)D-EdaMY9qUz?7a;l_gEf!I^Zi8cB}u@{Q?8&hCz)oScKY2hLYCzc`WWQP2)y}7o{
zRiAf8Bmp|?y=rCDfb!^_eXr0nK1mPCF^u(3@nngDz0nR?PyM&|a5a9XjY)M5{ki(?
z{65LQc*uX*Ht7H7RwMp2y|w&K8<FatvL8Yeq3P*5=KgXFjjF`n*IM4Ibq;+%L??1y
zF^ed44jv*X;=y@MD#CM)*G77v&vN8PCb$$`ElW!+-z{k--y{bt|2(G;aRzUd_41xQ
z676@&PxNUvsvM3;*<h=`;JQA_w{3n8Tv*3e*AG8TXX$5!7bZ8V{qo!{F-<Xl;`x1>
zN=(f--&%GN?$Y@#Kfi}!t#{gp;F{N_*5Y^Xr}535kCJIRKl3NGl_Ua*-dV!tU1V)i
z=VWT^Mb4=R$wv0{Y)5_nycY-!dD5m3(xlmP#ZD0iiSw8W(xg(n^LZ3+%=Klw<vb@b
z6m~VYUM?rZ2mbr5)>A*1|5Vz@PsLMx?gy6f`a~`j8tDSNYaSRXB4vKZybyOAFs<9J
zLhMaNK95d3^Ci9umF^lD?Y*CHQ)Tq3_iM{>`7=Kum(JI=^k!fB_93Pt>E2>H;<z?Z
zbGzq>dY9`oW|N6q?rn(qrk6mhyG2}{W8I4FaSz?<cX}xaF0b<=ElYjlw!eWN!f?xe
z7vJU)-Fv}L^&{2H2{T?lHY!=1XJ5lnd&1U}Ey$2YkFn0Fvi0dUC)tT`@-xU(x~bP-
zJ?B`(VJ2b9xVfiS(0Zqrj#Nn9a$?n0JDOWcs-f7|`h3TFm6y5MSjYMi=8=9YVnhPl
z(P*u!^C#Cu*b~#bj_j)~RAA^6+%x^WYhIB$l6!M%*qY#BI$ON;jslfKb}Y9hN$dH5
zmd4I08QUaIZZF}~DexTAe5-=?wrP$!w&Ukf70(S-=V*zO*t0_Qj%c)n6<OXl-XJz3
zV$-Q|Dy>NZuq{mY_$GX$gX$u&(IfjE{~z^l#!<F3X$__J)g;O#lyhsT`!qhZx^dkz
zjz2q>&)S0d6z?)V=!lif@hJvU<{_(8o@f;nN0FA_uNSGRG&xe|H*xbiYS9au?-r{S
zUG!T7?LKHrDbr`@RF2y7xKiKY1rcS5Zk_x5WcgEyhL*Wcjicl~eLb?Lc-tK@QT<tQ
z-A0I<#&MjyMn8J8CH=5Z*o0-ISfiS9^^@}3Fc&gHOM33~vvN+itWb<?T`pS{>@_Ol
z#p%V=*f>w5nN#j3jBn&XhHLvm4L71w&UGd*qj%QuQrV<J9N{J2<m`3i-!=18*4E1U
zAKG1Vy>)799jP|PMMyn@uk{>Dw$AMuWqSg9S<i{V$;<pyi~J*Z3#jr@cL~`mO@>r*
zuLpJf&Kf20lju)bUn;4`{(<O}=(=WO>&oxbV<kZb_40eN6latkoWET&fzjvancKrs
z0wZqsq0<g<I!;){M;0fswd<wX@tSsEsJYsUrTzx%TqO@vm!B#ZCz-K|H8N~e%%A#G
zd!F<la~q>wF~qpUxAe&r_e2yVMlSQ&7Vq}K30<_IjVTE%A5}t5$-wcNl6-29HuQ3R
zosybW@=gP|$P(zC$5A*4*S$wSRo4*W{gm104l4EyXmbR#1Sx!<=L_VR#BT4KRT3Xl
zHL8cYwU+TyJxH;F)MG%X9aJ@s@vO0L?UA|qogQ4+K(v?03vBE}c4TxF@uBbAe>wG2
zQmjYTVydnqBl?x!@X4TgCrR}kkTI=2f-FYggA5A;ng@21&m5KG;McJnf1F<A&91FP
z4(XO5?xxCj%{YH^w0qBtF2^odzrMHtjOX%~&S;`!pWUmiNi1EW_;R$cE`ffJ^O`+5
zpLQuCC2AqIVg^5+>O0q;efBQiQyq873PZJ63wyX%zq8Iy?Q$oMU!xjU?>ue5>N9`5
z7QZw5fR{MWLx7CjT)PIABjoF#<7dUu6emFcWu6Kh(?`s~E=R~jp6B^|ka?AzdODs#
zo%7WFnR^HDG50#g+nRdo@e&v{w?Y2h8^vD=C-GC??M5FN70<IP)X7wD@t9!QlU;&-
zOu8w`Tk>Sr)8E=!_UJE^gR@@OXM>Su*Y8fbB$FjnEaO}fYgk&1o_HXZjx}3Dby-y8
z6bIckCdEZjw$+he`gBa3TQcVrS8{7_*7IZ?vF2ZT&U-O8FlKvViuYi{<Mm*ZWR7q;
z{zhxq=;cW&iLN<i&50eK7Hj3@_{mxeV(QGf8~@ZgN_9u1JKDIX+9YzBS9(kBp~{A*
zIa7N$d$^PX6AN-%G`2g6272f?rq>|rlSEE)jrx`v8&B4FESXa6c`0Va3lSN{k~EjL
znvyj(-s!<cZn>_()LWuC*g9${v6VC0RJHoBeLC@Utsag|XW!z8Z7H$#A;X6tZR-&$
znARz@SDlZpG@7?1Bd3-dTi7*;8>OAw<)t`=&nA{W7nyc*_vDtsCkmx(C#Fab9oO^}
z3CHq!d^%FII<L2Y93qK5c7@s>mDBTRNiUFWxNTQdTh{r-vyov})YoWrvaX8`3lUL!
zO$O-#!qc|ZyDqY^{v>@0-SM?02NnhPo`qYg<bqSv!AzI*ce2Lff!G$U^B8SRcBY*N
zU!T|U_gY7&eyV3}afgV`{djadMms;%*Xj_t&haa|pZx!qE8Kc(`JFYIfs6`U+=n6V
z<kk%0v@^2_P90)TZlb@{*0iJtTm3EB&zTV^H9%<D_GywMwENr)17vjDmVMfF(P@Hm
zt}Ddd>zW~Z*Y;`GMHbCo^<<6A84?R@_i5*5985ldv)8A=sZj|Wwac7#O}gCnY1ij<
zov#o-E=wU<HUFT!YdH}J&$BBaBWh`R4$({ftg$$GBoYOcHWl@F4&s0~(h&N#XC23u
zpE};^Ihdb2FE$V@ox_|NSvrM0#^VvK1s5~I>mE&9jCr-j;c;Y8tjD8W0-Yj(HIH@~
zWYBHIqn*oNDg^!h;u4h9G<%=FIFoj&`}f84=T;u^7}~nB79&%6JhLV$WXjK${XZER
zmQfOy>W)1ej^9~}Ovng(X3yxpL}zf~PZfUmym5Ve9hvqFt=T!z>`c!ke)dFjOtaM7
z9DlM#GdAIE$+*v@nsz44HGsb8@+>v^1ijEwCwizDOXoTjHSN7@M>sFU?DUz))c@~^
zOxoyTn&cWAb#}>n*68M2CYCjpS(1-Kx~(G{%eB!8YG7lL$(cH$jm>y{=4mwTwXPrI
zJ>^)3*7?i{)2;E-n4XLxq+_7HSvonpej0+w>Xu~2C~}>NI+;k$IxW2iKDUeWxkL3z
zk>L?57)$UPGJ4>e?N4__N;2Cgh(M^xK78Z|*7zH)W2N)bKD$B1jA>y`NJQs6<4>LQ
zH-4uF8GYTg`3tt)aWei~s_ER-T9rj7CEqvgIFqB=E3rm55W&|m>oUqyvWH~<wpM^-
zXGUll+o3fXq+Za|I}oBcTGyX>L?7d*-&sedE$%+`u;%N~<JL}^`qSr6#(2#hWK9|7
zI~cKp+Sfw-%663YUNy3&G3kt{yiQY2_4Q`xqtqP3#;1ABZ><(tSK8yx+=I)y3$>na
z#wUX_d1J{R_J-(RpPlmb9_t-j(KW7;eM7nB*cv=cJk+$SvDVa#(XS)J*RN;8;ID53
zZk_j^bG80HpkGHuWdrZV4z#(>wokV+uM~gY98*od_{lm-I)OK_4o;7JYn}95+7Z7*
zRfVLluA%G%i1~92SBYNeim%01itMAEI6Y`%U%e)A>XznuQEml@=y&GHQ)s6cYq<tP
zwt<JP>CoeG<9C*+M~wq3=FwkGDWbdhZ$3iOz%!rd`rc{>(V2SeFMh7J@-_8p*^7J9
zYqavyILMkdtj+0#=U_6arq{Z^g72=~ic7WIeI1jmEnO<V-J9R*R1<ec&oS~D$m4lE
zTb*^ldawnGEmdsms8I>ooCf`q=K8rjqF<++ax!S8yCm{kdmP8vsHi!3f4j8>)3Kea
zne=jyHDWfMmrI*#B5t0IPWKD3ZTW?r-6KM3;cHiuYt1cf$EcoSt?K<)OB<cU<#j~;
zI<lq_%+B~+Ppa4^Dw0vKtCO4es1lTCyj(8FFvm7>4KwHFuq|+#-8FiD%YF<=gJaJv
zh@NeIvW(cz;`E*?j<&|cl$xWBd9a2}m6iMsCn(AEHz(bxXGB}v@F)?^Qg<Rrjlatp
z&Yw>_&wXA$&htDUwH7iCO<1!h{>2sh_U}w5dD*NL`9bV|PYhF2cZ`;4Zqwrj&KV0G
zCsFTA+h%%XpfCHaamP=VW#AK&0Q5eW0qPrUMJ%aGTt-!OgsQc@*G`9Jbl6efRpwL`
zQaoqrE$Kgv)ynJYzd99b=oI<nv?DgtIe2z$ak9KbDf<%3*xdHi{H%Y9C(9_w>*#{y
zDDmwtto}i)D_+Mj8}>n%QZ=haRX?e5^3ME*2c7d%h2yzt^Y`{W=3C1BllQ$ZqeKA?
z-O0o~d+dO!Z8I4Q{;|%I>L)cd;w-7gp$vr0q}*r6ZZ>u(5a*{TB2frTF7cd8b!u(#
zvweJ0mmKbtw?xFq9EpC7KSO`E1#2xq&<iSRZ<n?g=3Dvq)V!Lj!js=&;#=CWSV!Kg
zz6A?3`lHDaH%am<@^l7W9!*&Td(4S*iE*7e^qek1oh3v%C-wOhRj>z>82Hju(#+PE
zlRqI#cxFEN*~L*&SN+_i=-!0pt;rSqWk>y`>80~Vzn`opao0_tmg3gm8;yQ2TsH+1
z@!mIv$v1&smUHxfunGVAE*5!t^@Yh3mI}$bG&ZV-Nc`M-TwdN~9iWsV^*Uy8FTAh+
zozo$=>#BKtbDG{govgHWO>OrraZENEmBd(>{vy8B7P-ILuPrMXR~hz3gWmVmOZeoG
zEHA1|C{BtgL_WDb1?7@_29<Q<XFrwp)vlOI+Apblt=V4It{C=YBXRUt%i4GLNyI^=
zhJ8F`<UJEun#*zSZH@J}AVP|u4;j<zcQMI>tFNy9U{A;hA}>NdcRV(o%8Ibz-Okwh
z8uJma8&i#lQ+aS)m!`XVG~LKJeR?F~9sTj+F=&c_YFN5U@pF@~`&VC2@wlpxzcFe(
zHD2O@V~U-FRvYDNNlS4RzoRDo*fay_6Xty@RIzo5Wsn*hJ-TlU3Ei-7CwzXBDnAqP
z{tWqJd$h86@*8elxo^MzOM!<9CR6tN)?Om3>v-5>2oIe`rDdbHsEr;+YX_5V)D~`%
zrvy`PjKjpkSgm+lj6+99maOEQa*9&IsYZ@U)HdDIX^lSqG4XZ0)hEt@R$yvtolAB+
zF{wY@8f&!dlkk+BD|x2RJU;f)ya^eF?t3V+($X3@uH!k!ISQQ@rMHQP{4e8R%OBEf
zb}nw^RL$R*ckJ|24_?{V5}q^sv(9k+yZJfj6G;&L%Hye`GwxLK{p=I{=pV0cMij%$
z9)4FEm&fuE#rEzCMV?o4{=c&7)K?+b&X652P)X>^xz0dDH~02TW+MI&-5o8_Ai-yp
z@*Lqg!|pJ@0d2@cu}s{t9oywmKGlAPC$Sa$g>eA8T<g<UW}V4vURaLLZFmvAMiJKj
zh9@yXzd5}|_@@citL&~NmnHprybsa+a-!6qjYjQx%j2<7UB#b~ooiG5>q+LRl>foF
z_-3k_D=%Q$g!kz6>23|)iaA_MQyfK#=F8qX=CID(-mz(e=Z5op`|r1g>y>3yt!()W
zOyr$?u`l2Jcsr))`(6uQYuMgg(^L?BM|vH)Rs37~-4m0jr3&P}n()f3Q<_^zRsM8C
zi>4)_JMNRUI0qA%n<CDegNZr%eoXsHRf~7p@uj(+waIKIrJaw<wx`cNwK4tNbbM_J
zNS{G1<{V63IY0}2HVJ>|GrEyQAFYnXIzkQ?YaqG0=5KUElHR1}&SYMzZ@aH$Z($>c
zfSZ1MQ;DrT(JsD@(lEBcZ5ooJg3~*M{F>&8BJS>;@w6z&w416{J`MiT`~WdF^UFjN
z_<DT$_x3yfme`jw2YrUFkOPR4j@M7bZoztvUbC}Yw1uWGC+;V%a~_rI7tviT0q3El
zKjgMXH76=Nc>lPMeU{#MKCHbXz7dB$&2y_|Fm>IE)XzfLx0P9%agI#{k){#Wqm%Qf
zq?1rv?BAF@seg(mZOcsFEPJv}t+Q-0^?ERIU#NU6);Qfn>~@x4&*Gq;9yp$ZTYW2=
z5wzXJJwoika*x}xxV7}eXvBf#IJGTvzRRIMD?JZac|v5#=Z{v6Vwx_|OVdLsKg??k
zNMt)MIS-?%f!r<#9-XI5m5?=*=lBLTIuMa?;y^nwa;=D?kTYaYlcD6V^6i{HAisc`
zbu=1l?>Uwbr1UM8_Y$~;K8JQpCn(NL=j>hHQl7>hJjo`JJyHE7`3+`#+|9CqOe1aS
zmc!>WG*`G3r{wmf%za{xo`aB>W$uT`9c7s%d24e>=ip?XS{-bU7ns+5I`tr8%W{qn
zp|7qJ`TaU^M$HUdpS-Ir))c#>#4!V;%r!rqmbe*VJIhP_+`Pm*t7cCey^u7IcR76I
z)zVd+qGQesUDY<bb(H5=J<tAo_2C@eQa>hA$@zInPO3UP=bU^0mOVS8vc%@|-Wk2~
zGFg0-^m0Alr_bY&+;Xm`x0c_LFHGLsdtCHwq>Jl_&e1#0x_d8)vsuhUw@+-J5#xfW
zmuu&EYqpai-F<n$o@bD#8nab|-iynSI+BWNI4AbTB7OcF*`+c1)Hes}Nehkd<s%QK
zmVC#&-x0W4GrBEY)Unu*02aD!Y(e3a&7QQ{hRM%oXrmVSFI7KndbkPbkS*j~aTPU5
zA{Y=Vc6dA?-cQoDQqQ*;)%dWr=bXHWrHvD%bWS7MLAAEjm7DEaH0kj>Eo?gfCQV@L
z1U=MNzvm2_L5+{fitI&>s1?PGc%E%`jJNSSM_G!kXgtGCR<#G&8PfFW#Jk?9rV-9X
zcYknlHI{Eq9HD#4SfSGEsg}s3@t!k~)Klj%qMpR4m{eD#t|!(Tp%Pj&$D=1LJer?S
z)s@{mt$ym51!&o=2n~Kv))H=Ejp#%tyR@ej*oI57Op4rZ3ND?2>We@}WNC}Wp>2wX
z6Zi0Mc;L6Db9=@I^?CJ{9bgU|eY<ON#9UQtHg=3UadsHVHd?0WJg-#orZ#WxNuBz;
z@FYS-B~-nPgoH^8rYkN*DKJszPKfrTO+Uw&EK`+-%JA!*&u^DDniJYB9x<V%2n3tB
zCpG%@$ZI*ACi>1QU!I?|5$#!Fie#5_GH5nBO(kwmy7Ws4=LVRyQIx@s*E70m5j}_u
zm8W@)UV2QXMx}ran*8q31v4US;IYxq7QfEik2-2jG0(~9IlnSGT}Gy;2ZD<@6~2*`
z-8CEZXyPE}KK7KcE%7TS7w{MEAubs$Qh!61j_?y(vNAeQWQd-Togp)-5Z$xSO!YtA
zf7TZZ?rWQCG-MoJKVF;r-}hDtBolqfX@ei{t<>&&3L!?LdX-QL?PX*}=a7(?wVkYW
zL>YU?c{Qr8I`9OVJhOj@F<pAm<Ma1KMo92aLPL$6{6%lQtTuvpj(s$3@B}Yy_S3UZ
z^y!iDEJq*752v~u<8ogr=US_S>QvCZBCmep95DycDIOFlVq*yr$9{;~9vwM)X<X8j
zy2}#Zz;E-S*RCly?JA&?_2lYrJL4<sKSJE5m|`H`o^Z!JJN*%C7N-Hop5rKgjHBD>
zmo_})9UIRJ(Fye?IGcJ&J`;<mZ(8Ei{WsK)*fx|S-xF`F`Ad9Ph2*c3WzjjtKN|O!
zdUa><T(fvR(Ze~2sJQi>VK@ts&WPU}8WGp@&JCPHBcH6pM`6)grvuMJgZGqmI0DZ$
z3&0sbVvD<G=U<q$|BH20i7~JQrCs7g1KDZm!Q)TNJvcH^{uI$#%Pz64hMewuv*sYF
zefM>+Z1auGKhgn6Sn$`x6}|N7iA%TAN1L4$Be(EC@lmPXh6ipbCS)Twb2&)1?w68`
z-!q!E_J)pPjOp5vDJJBwOtJt(g-oXr8!|Ca^71;g+los!Z4xnRv);|XMYfE$qc^~9
z9n=z-;CpRxKijb{M=_8gZ4aj?bzdag<esT~Y6{6V%yXc)!xYJT{JFUet!rY-F+IEE
z;9s)mcc#rJ+PZ$}jELDe>K}c*`G{h%mgN-Nnq^RXz(Vw4(hWU5pV#vaR*T5wf$h!7
zC+KwdiPwVXZ~1gB83pz%zMX-coI<ee4xO03a|9{BrMl)F2hVN%+vGT@8N}B19Gtp~
z$mz-4SY*dIU2r_j)G2o?oTY8k<_tWlT{|A~eyTd$8^^PVPMpCwo=(cT9M{@Oin_uV
zOY(KJQs?U(kyqs+3UP1u@f70zu%vzJ(bQ--VKh#QnqDniFh7@5<6vI=40%??&ACL)
zEjq1^<vIh6&S%WgMDYO@e~e3U4AJ6}D(&>jRg-FakkKitI?v)sjHkES4s}NKDgLPz
z7VX{Dd>&g0>2F4IO!hp2rlt%WZ=ul+tvMPd^~jAQRHHPCrLK*N44qm5wF7*`UqUow
zh9flE#xb3_BYL7IL8T|6%$OvT-Oj&(p2U=43pm*c^^|xLg~+#_wTY>(&t2}7v~YO8
zlhgFRi*YGdWFvV@^<@;y0+saPNgEgR;q)ys%?6^^Ml0r2KpELY{`T@STG4%ubt^LR
z43IHPq?_T(ST>fbQa*aHF>^bonyO?m)yPbA)(Dy*S97YxxJGE!!rsC~<ne36q~1~7
zCmQ!@HI3Sq5^G#ed)Ao|TM4)|fqY|33uCIb=;Nn>;oCjq+OmzJ8XN!pxm>q+RKF9W
zBGSj><~q2H3!8NYF7KXsoRnJzeBPdRy+y?q&5-mjW_kLhw64DoHD))rQRWlVBsvJx
z2IDws-xH!Sf7A(EMsb`3lLOxUX#xS;g0#$$()nlm1hO4<sku{rWIkf4yTX))S81pR
z%Ja$=QE{Sk{>prBe8M6|)I-JCBSMcHk*3uAX{1g2-jd~?#P@&n6J5x+kYGG2QQMn|
zOLPUISR|&&^`bXuGRIWTLA@~P`m-TS_b+?wpkI4<(u)x)fyU(q`Vf2cZaf&9o?~X&
zzmwu!<W*5*iAI^dPan~jkQ{3cDUzf8?cf}fPISPZ`(_Ey@k{ZF+R7GQ9V<ENLG(+`
z(P*~G@v&&+BYyo(Uf52L6tg|FWp{ctcpeAF`FE}5oV`_4NS{x2q1fJx?x2q886n}W
zdn__jUCUT*4My=XEo&@Hbm;^jXUpktw=|m#r*jL|ilgTI=|`e%e(U`ytkJ%=i`8_&
z58^d_p7D?7+4JqpzcWcjo@;B2PmlAuHM+z<6=7393Qpn6S{ystEBJjvlH+A0am2Jn
zkzU!MW1$#FXMA;22UC-=hL8F1mb}*-A`5ps%Jnqo^K1c8Y{&MakWTtTk@fvDM{`Rj
z*V#Dv(*7aVh&OVR$B)&ZdnJc%4l@q<e9HGW6C!?bex3Sao%boKjx}~Kp0O{Cj=efw
zcWe%$#sxRIuP(X`j*b}fufmi1<FTKbqmJLHC7tXTj87~k#K*%+w~6qMiOKg312OFg
zj{2wIY>fkn!lyEi_0Z^nCqw_qNaG18{NAxT$JslgRp;Lv3snw!A5^93+t(5s^I*=W
zxc?f_hs|!cD|%@DkBTAIy#CvIF!b}tccywq6WM1h`TlwFJfGp@7PSK9RaBgxnY_ev
zk4za-eJQ24=2!2Nh&!q>f%2Zou67wqkFYdIH*!K%J*M_tDrzJ#A8RDkL469GO-&Jp
z^jY!WxQ3%f#*+w#B4kd1(>-}=nyqb3-%TAkvSQti@qFT2>yC_LV<7yKX5{YJ4Tj8K
zk{>fy@{RQixy{LKp-a#4v;&bQIKDN?F&7Z+6~Ho$dDfWkB?pB<J)NGtD`Qytq)AxR
zJ0Tj&Pfe+}<No3gO>Y6;;%~l>#Dh^b;7hYb<Qma52cLChY$g<{qV{m@Xo_fq2RHEj
z-Z-P4<z+NVy;HJ2_1xlJ-qeG}V#1h`wN~L9-9BS!z!TeOJo}ih=+&xpZ~Aq#>UfM;
zp;S%%?WA9Op6Bn)3)MFvBD`b%L4Ja~<BN9@{F-zTwbXJ_KdJc_zY|H9Zc@G})FLLm
zef1wkqaV%NlU+m|QX<B&+EhPXl(C{|%UTDI$FS5~<4MgUW+fCGjcOfpl4D+^mtJ7R
zO5F@OBCmmBUziUe7enW$H>~N~@jjo44&ss$+2tjk*&_1#b%{ToO88Xlz!%0joz%H(
zG@wlSW^{cN>r-p|@1}huDv7PjTI?FfGPO<eyq<3R6Z5ayg-&eJiekqqFa3C^?es}6
zGfARDs*v?iE4H9DZDf0N@`Y{>vk1&7-VJj@a{LiAy_T7Jp!9mwdyof>dAKbYvDc}x
z`MFu^Z;WQqTnTuNjUkzrrbc`-ycsustGD19|F!uuxcNgUQAg*kM5W;IC^pK^h@M8I
zI<5-TI;Q&=IH&lXafx$Av7{VN3r({xb7cRGM|pLVTd8|<MCdWXndo#NR<z~}^P$)q
z5Jr-5{O702Djn{nDne9)AG5~%R74BkB|UC?$7bszezh?YYuyA}NAF1a=%1_t%;XyL
z*YX3(o+F7mR>z^Fd=vA9RC|3YK&Qw3zBlp=p5X0ur}Jg7>ddd(=GRx$(%xMCHmnI_
zp<^E{+r4~FqkgB<0BGlt;#wZf-!>MP#Tpx7(PjeO!8}?Mjy+UOi=HPnMrpuJ(MI@(
zE&uPI`p}n<Y3eIJv9w%^L4uBzA<kGpk@cA+@&9Nvz7KrdzZ^SnM#WesMSCfBtUcn~
z2YKRGQ(Yn1@}<rhoIJ7{42}GxR*#iDmO|7DspS2uQ3$GhVgIt7``Lv&2oojL^Qqlo
zvxx?neu*aW;MCF7*>WS*(O6WYcFKG?#V4_a9*OyTyBs<p+FN}&nnP5+ke57aysXUJ
zoXV;uqRHKJ>MY64vHpuX@6C}LqMe%(dHJNRS9~rl!M`vMl`76l5_7E0!}_A#Urj!M
zoa@W!j6Br_Iy|k+3;eYW?2+!c@>xgj)Dl!@UH0Kr7MXHTe7LOw-J9tUqmt9F$6WMT
zM(g4IXqa?SMW~#0b1E>E%e-4mZN1gbMr+PSwGQG4Ea3LpUp^m%j<$`YekYc(NPdWP
zdQLjAD-mkde{+xS)wJU8iSTIOLNw<qI`}keU5l@gm2|1M{}Xk_ICT5RYm4~M^48=g
zb;Xa3D$GzH$tSuyUJv4&V;*mvi9!1P)GQv9fqzVq{mTrG)8Xit3l5>-pD#q9V_Yfa
zMloqEt$s($9rFjT>>nma@R^*?%{k<f8=W!kK^W(O5uU#J5l#5^d~!?)eV^PO)mX^C
zWm&vRz*d=8m8|Gw7#ieq<A3jZ?>5qBd|ZS^n?Kg{Ss3W9tXq>PQ;BIB;~}<L_m#|r
zGwoASr<XH*ywaKWWi-qKQ89SmJX(n+{@(d#M^pcBIHHZJT}!<I)eGJ?y3p&`j;1x4
zRHH!_kmGIj+Yd~hkxrru&Kr(J7_kh-82chGQL3icp3+2LkeKw3rtP&A1i{$n*Y+Ti
zAJKtZNbXPb{0}ON<I*yQqW&qKlsrK`>E)-4;g$IaCc-!+)Y_gtN|~5@5hm@5NOMiU
zF;C7Zkf^S8^a)dFq{-{`=`TF}m=5*RM&12o8z|WU&5^m3C_{~64Gno6QF(2V<L@o}
z^01NjjG|%C=p=cM_awI)J((P1j^tSN^fl_xnW0xvTaNgXa_U6hou7))^!akoAZ2cW
zJksew)8`B5!^-k3(+1s^cd9?Tws7S;kuQ%W2Q<j>k}oI!{&ez`^^U+67v`Mmrwz!r
z`f{p;<XGgsu{5nytQAkz(nJlVNAq2VdOo}4UyG^{8f}F7a+)!CysJNtQPmj8u<`22
zm(D#YbwSQ1vrj*o{-NGm>s$}r;;1`Dhy_^lW7L9Lw4Y0KOq=?h2#YocQ?-ceUPu_-
zzbNNgr%I&zP&Y<G<h-Q&d?U2}=qjADOn9{I1U}U!Y}1H;jdBd=8&OI#BCV<ywNh0o
z*ZEV+S0w#d%o>M0eb0Gi=4&|1eXM7NYedo8axb@x{_6<MYAWhUL^Ex+Vb)2vv}k_p
zSJNp1?gH8~2a4@NgbLb0xg6J}kjOUXNdDEb4yvj;<#-8PbZoVARX6Z{Zu;OebkXK0
zr0G~m0ug!h=Z1qSB4-?Q#`|)!2h2sP@(e2P`GYQ=hM?LJZGw+IsWjB1;5ehIW&4tQ
zJCR!7=m%|t<u_Js;KrsGc6yN6(O(r6dbdQ!OHluLl;g4J1jtvDrW2WA9WO^4?jNIr
z@;l=an~7wlFJXD;6%o&BMwafyyq}Y#rAKRGk1*FP-l_G7iS?eSRe#sfSp2k!cMCXU
z0grCV<^<wip9uZ^R9VDZyqx06R8NcK2`W2J-PZMTt&fksk#>0ofWPZ_EIJ24rHC%r
zA5FSTnouEne<*T{B3a}zl5NeXuH_!imt#FUT{$KIpvHr#F8+I?4!)$M4fT>S+Vn@P
zoTS1M-sGqnj7;48Uq&PPs`L_CG?QG9YgCVpQMK!_l}xUa7r9*Z>wC0|D(YoY9r|>_
z(kI(!+jcZtr0KIswr{pH`K0q7Cd>VFnlWzeEP`6c+5>uu)FHL)v$O$xKGDjNTw^o#
z`V1u1WK})4V_~kb{3)nf+iK(oU0;)D5WjD@kCkUCF*n^hQj;RP_w8Ry%-2#xJ~<Y7
z#Iat)Icy@&%b6tS{IQzEH&ktSt@0{7M{2d^t<h?-!B_9L#zlK%z%s^{+OI?!1rpuR
z*hiHyEHN!h837Cbsy6=AI?e1BeQ41k*lL*_r%gW|?PL^f`ViHYY&_bCC`3jm3L!ad
z%EaGMvfUqP#Fb3AMARi5<m&N`ZbhggNa{Px^rWVUy4vd=LErq?6P$ipz_+UswX;!}
zy|1s0SMzPFj!1Wgk41vfv{%$!C1ciXQcqu=S>n+?Ml9_$-|+c2yIv2?bYlSMFXgo~
z6Mj33LccIH&!-y_Ib#;@m7qH_78S<!E8<^n8<)2JA?G7Dpf|68PpTw9nP;}ehFW-?
zFAK+5MA#SQfJD<TectrQju_{2u)pyh>|}fR-I!PJ)pT$W>%27XV12%t`T^L;*ry*W
zE8ZuhtHc)HX!;tO9L<{)=^(A`ota=6)8u~scusXQ_(MKRw~c#QqFF;Ia;%If8&Y($
z&Yh#NXyfEJldLY?Ou%$RY`vk_(mAg98`L(R+A+1s9_z+dSbgr&C)Y9>|5SuUdyT-d
zd|%D6RV{RfiLHM7R%d246?&i4bkRIK+w8ef^=tcYia?ikNi(rO!mk)<giCtOjzUgI
z-L?MScg=b0F)X$0@Fc>bS>o5`1DFM)j}-f&v00v8n)q!RJv5=#bR>VkLY-)N7Ss_O
z?H@rye%XuWSe>HEN7hZBN|j*k?P|piwH(G0A!>RyUjI}qy_ze9HhpL7$OW8l{#iXw
zYCQZ@txc-wd(N9Gv+KL2IQKPzEdHqy8TO`MqK~B#Sn!;EJR>t6i^*fVSyM(^-`sEZ
z^DIUdOUhij`;ig-_0fq>==tneUgr2B+18o-+dst@&~d(Dt@avZ#kDo+K^bSJCGR**
z!bAujUiW$Y_NRM}{2r1tlcxFIpIbEt`K!HI53c&#M6~jW2Suot%<;I_iC#mJ>h^wp
z>N{ha7Ryx4Ep>>Nb6;{&Ho8VNz?k~E>_$`8e5VMDYPN|o%oVZeo4vNJ7^p`^Vrt|l
z<4Ur+)5P$g<$O4kJp6yHS^RBr9j5-Ao+l-J@MFl0s<uSWx|c4Z4W|~#;7i$Ic0-@t
z%6fFlC3=TjNdNlN#31is384kmtREKXvM-Nv9KIiPeO_p9Tb!dvxgM1gYM!->Pz$HV
zUB}5Km+HzQ{9NY=8(MB#N9u_o;Pxl4=O=s1-$4aXUA5%%J}|zbr}3xglRvX}$R*>-
zlceMOOg_?VEBOmkwr}j8nlcd{;z0WPvCk2nkL(>Hv{<5RJa{JLl_;58WV!V&*5V~9
z#1SgmHrIWBQsc;FWv#Nd9SO1%Te}ho(s*<%BT368*PqmA)NjG+rS5^W`k_7R;}kh!
z{%K61`x7+pJ^RkgI=ckrPijP(Et@0i!?Cm-!*Qev)ci?}L#KI(sJJOWbDF(4Vp-7l
zk7d~<sKmj{il#}n+ghTpxh&^T=pnsl+(9#(Gx?Je34a&)F0mXF(Ar#eK1IOMr$KJx
z=Jss)mI=-(K$X^=R5ewcKXbY$c8NDo#<-{#&bj3>k;_f%oe~#Xq<KR+@$!z(Op=Kj
z?pQ>@y<l(c_jCTm$oQLL|085jjA(UEXGdQnL-X(n5waIn1N^h$Dy#fNK1eLzOP{J(
ziWqqf8?$?EkLD3riH$4`e}$jYX)HXa;!n}AoJOuGhF1rxYt{S{!Ooln@3cIBjS8=P
zd#Xqhe@fDHdjL0=+%ZnRGJfW~Y}0Fb^8mIPUe2l9;w9gnZX%H=RDx#zY4zpb&9J2C
zXD%Vs;A6fdxkA_L*bUm2RD#DyJe#Hd>nHj4dCi<QE<bx`4#cJ@79(@;SiRLR(mot!
zt>!W;?m5obV^Eu))3ePb`BX)OIVD=3&k5jI0)z<}M~dC2&t<&kjOX5O%@XCG@857+
zmH?mm{A88pPyF*0b#k)GPh3GUWlt@RTn7=l;94(4{-ljaaVhsbfav<PNt~#C2~X&+
zC@c8UG!`H3w86Lk(juMpy*Eob8_TLorl_00gAX9q<JVU|VPVFGs3-r^m^No%!Ajv1
zzBBEX*K))$rke6D6^T2&PuM|3^qEtKobd=LUPH(3Au?@w!X!7^T+AI4+(WOM&mzj8
z6Ruym4AfH5^Q4VNo7=f%M|A-_CjG@&!{{k3*}68;*!s3`DSGxlt?7fr$A4oFHR^Z#
zlS*#MV-p8*nv$NCP7-lz^<V8@c1z7`7y7&LH)C{)Wxa(D-RJ&y$G3(GKO}@}@>|oW
ze$qmvd1xf)p2-y_&*^O`C&NmevyrQXPCHK(g(-ISo9nfCRR0&BxOVOyPeZa#j};vy
zbu;Y`!?KcBV(&!Hb<}6bqfSK6X}c9Ef5-9kT|bZG820o~u}rGsRC2qfoARvM8iMo;
zl-%^Qj*^N8_Yu`NvFc;IjU$&9H5CudrSQ37!uHgtm<}9671O+hN@pzRs9u{6Q(eH?
zM99vF0yyVOq(4XY&`_~q0lV_x>VKyCM{DQP_(|v3CbcN2Sf#|7Y+@TTz6am_?1EG#
z|L>>rGU7Azo$7C@S0o?gazP%(y^Q$zM<HF$LRnj-+*2m0m?OS3O(MnHAV&3Wi$x%I
zBYG?4Ii~OB(W=_li#G2Bv}>s6`B-Y7HzyAyOGdZU8E0=583nnkYLun#zm#tPC;4-Z
zbIw_&`63+}_w`#cAUb85RLT1+%+2Ae9-9Y?{OUNiE&hruD8fcXDYlnq#34-U;O#{n
z)gSQjDGpI4@uT_w%SB7{t;m1MK2eS{(us(Iu}zlc@p?u4P8^3Y!;kKQ?ScK5*p2LV
z8(-s397jc620w`86H)$n^|uMt8pZZK&lyt;u3&xf#BWX39#2tay6Yq2<QcI8{aj+Q
zy!w@&?p)8Qd$<_evpJ`Er$sw$t88OzWrd3C-NU-1_oC^=hc2KEIX)snDxBK<72DwP
zoFV=OG4+_e!rIm7+Eu90*l!yyxHHGaEV??*cPESTokazaW<>aU<S>4xMK?uzIo<I4
zMEdxJJ5xsJw>L*9_qHp~r&?EDN7rOS>M;;Kwd?7(cCHuKc$k0J-1XY&9P+9?^|HjG
z85lYYq7FWQ`aaQROB;{o7kerdf0ur<HK`iMTD4v3d4jf6D^2o~HcX*&)HyDLL)QJ5
z@9gE;El;EMvsm6rs%ZBpl?O@A+sTf{=i{OJksJbxx~w`ELl+SZk8i&^mM+TEoi3aP
z^m&)L<<s4pYzr#2d%c%OXRZ7xxK{Fr&+trEF?+l@M1R+j9O6{EpJiR1pY`u`ti+J3
zx{YbiI6GZpjnJQNjg?9sfdn4)oxM9&cKxi2bQ;_HWSVHB8akKWb10+f8mz7Kx;1ls
zj?8eP2P?w_;$x$TDlts+GRsD-3%ap;l*otvFY(e{`!9XCh<?Y$8B9qDuQU!sPbQSl
zC!2i<L_X6=%@w;y%%Qm%a$-%+#JG;MPViNBGU0MhKS$HH+VL#i+(yLjloo;0i$sTh
z7Ns3;jBX%^?OBP#Gv3xrt83knoasLgbF5`lO(Iz$?+{%k5~LC#c}1gj&#`RITw2fI
z5YwT;;`1AL3nqiG*>6q1IiHf-!YFno!;PhKu0i!XtxR<u!xK5n7T$ShuS*nUh@5FE
zqpx)0qCExEnn^A-3KTwJrkUPYewd`M<HGv8_dcm{XahW-jvZz?iS1S~8aNPBd5t$Q
zKG6KtK9?%|^GPz8@k!a1&hgOM;>5H(D>8-G(tX~sH)R^#CB8o@TjJdsN}W&Rdpt9o
zss_sYM|wDhFHOGA<!_yes@>Dar0>EOU}$=Gs`%an3Q}#8<<ObSwx1iNTr9O~l+z7t
zRG^)+OH-+%*v52&OxGh7N0-h;(qD*g+B#c@v0y|nF|Bom=lOKDlSnzm)4ASgR-f6n
zd4xgs8%I*oeooC`wc{E37*Vo5Ag4EypH%5V#mUVj`@>{EdvL~3aYBdwphu-hBvzBG
zBbuH%m*1RraPNx!BRXpNl2Lt`%Ye_lFLRT87F<-Jf3Sa}{w~;;q^aMN$WpH(Lb_7T
zK^)|#j__`+^UcdBeaDtgXpz0f`Tr;{M{FOp0Pm2~NyYjtos}HLHlm-@t7Y%f&Y~w%
zPc^q39-E9IYsH~!oYW*?eFs2<?94b18=g+y>3jngjkx%M@s{3i%YQ`J$EZrI>3qpG
zeT}MqhS@94PbM3)A1-8lJ1%k@P2i~h-9~jLr<KFcvqP%U^7;|Y_D1(=vKH7e_wz*V
zeP^=b7*f2+C8p;I9tgWtBKdc_FW`@M>(uXT59gQWsjzGG-<0j_Num1N@Pv~fI=4(M
zF5RPs@9d*e?48$WQcqHIPN$7Vbus_*-xz(^^&R_lZZaA})$&d;ji?#WNpMtO870Z3
z_vG4EL^{XTv*&PcO>5C8AySRp?dH5gM@GnACi23_`mM=RE!|MgIrG*ylS?;yXA|Fk
zb@i{dEBSI<0}Zy@(S9{qis;0?Q)aY7R?~J#>zJ<7tO8vGd^0D~Up0EG=g1S7Gz~3z
z`^Hca<Fnh~PZl{~5u!O$C>P7fnq+O$Kz0RbeqZ=*3MTASU!U<PI^ol}*~9&CuZO{Y
zxZH2?x~)FB+o=+dckdrqo$RlnH5lDo*_I%*ij$#E6Q8V5ZFVV_-k(b)7T+kcgoSPd
zRg?0JZL8Li>sqUlgB2{X;2YExTdOe~PnZ5%e5gQ-NN&Hp_*}*1sgic2tzn5~uj6l=
zOG~>JUQ5d_-eu$?l1mn~#<SKtk>qNA%+K)?g^>H45o?sWM6xnEHD6~N|2^d=Y@4Bu
zw^aGwTg#TPQu$G2O)ctI7Rm8zjsCJU#SRiHC8X;JiDa0KT9dby?AQ81gf`D06W5R0
z(=zW(ZO1gH+Ha;vos4vye)_C^ZR|4rh|&{>zp+SDb*mq4AX@b@zBXOq{6BRECb}M2
zuEW-qXZ8=->akR=JJ~#0lG4jmXC4|RHg~+7Xo7u7dvnNvh*e)sb;*|P-m~7Yj7Bk{
zqw&)KaaVUVPmKNX8m<(Ls4~;)12OTjpUqoCmG_y?+wHrIidmCO#Iwt&w8h`wiT&w$
za!#BGjnedT(#{y$o}R#|kUlfF2)fneo_VRIlO*Ti(dmFROTo+)vtgVdjr(`|MsQ2i
zVm==qPe+m4{WKA_hVCpm1D)h7aaz@`%gPv454=v^hrKh+9y1w*e`;C$v!sqWwVP(c
z)FoKf%k#XCEEv-y@XS4RELVGG0S_%w;aoc%X*M;c9DvD~+xDj~4Ua0~ccwFs+Rzbq
zQ}EPv92Z9jb@X39X`@5t(Z#1G-EZGn{-sXgIjDR$vhPhKdQOx6>Dw%I?Dn;0E$*uB
z!C6fB*|HDkP>tE(bjoIVF6b=zVk%Oe$WN7|n}X|Dm2>j%n++bJSG4OF8A#GnY9`n`
zCiF8K<(#r~iRz7hx0ZR=x>rB(&JO2&?wQme+mC;$N3)+$UWh3TEEth}YwnC5-Uzbz
z`>Y}JZ9eKMwxm7&yK6f1JXuDhiB|EBT${ZLv8|6g6Fms(cl3GAmDER2jZYKQa8)O6
z*dW&4!Zaf3(ft7Uh8P!}0xJ1_)+VOU88|q7$vtz}O6KpN%<|O5@u-;B!e-ttsCOwU
zvF{D-pYt+Cv#*|MTHU2tvg|YLm-u}3bRV0HFquZ>?9pT|&&Q%F?i2fb(I`f+XT0H`
z<lOLHT!i5lrd8T|liy~;{4*zo+EpJiL``nTapj|TF-`87sET7t>KXWRe1W2@5)l<*
zZijn4Mc(XYU-AUo_@rA9uoChE^8e&v*ru39+Cij><`YAP4{v*>5iKt9u(=w95gtGH
zk#g-=evigMYzL>%A#$_5P-u!N=Z-&#s6i%56r-(~?YWgP&r{15RE==pl|3$A>)u9p
z8^$_Y$13%c7>#c(&}8tvkUOI|V#$heNOzErSVHzasTX6=NiJr%-QL8q+P1CRvxM|n
zZu52ShTMF9`Xsir$J2!qG1z`ZCVr;Kqu`iAwLbL7ZT(X%E#jPT|CGwyhU3e6(8TXV
z{NfG_#cs=T6VIC0n%eUu#-aJoKDjxTDs;}g^FkyiulU9yi1yBBB65BAZF*G84ZN!<
zqzQnfI;#4Q+5|fH1pG-o(K(lq_B#<4)d#7CxMp#(m8tbSmn8<J)<kwN|1_!vYxHWr
z6Cp~T$q_v<YpnUOCsQ6-S1o-it>i(^tVL_TPK-?*Pe)cqqRJI`&O7B9G;roO?zn_4
zpJyQo)ICU%T-G?DprX>2AKSMV6d};bRiucUF_=O~Hkt|>mXj&yxpyW<U#g3LJW(Ru
zwdeGcEsbz!rje|lEoaOP#~zH^wIb^FSi$<88VMd!bv0(x;%+&Ts0pD`j>)pt(4~8v
z)~F&qmIYFV``Gk9u04)U=g+N#d%K7(>3%P^$+vJEEwNCTXa^6GpXZP*j_=G{K1=%1
zlmnv&5$9@3kV9cz^1J(5vRcZ=zOe+E5=hu*mhKT`mqz-(7}>siSt1%K3iOHY+^RU0
z`Sn;`{?s@{+$TML7FrbKW-PXed0W#0eaFh*H5}A>lYPx8F}JU-hk9enY(4tS9;~Nk
zMb(Q=nF8Mw+r}BBr4v61*Sa-}Bs%^sEmW$jf|#3U#Va<9IL1BcRYyQPiIE{Wedp}r
z@4LpkT7GyEV_}Pd>Hxku<l8B7iM4yw25&(`^o<>MJWN2mvHxS2q4sF+i>;<HPhx6$
z4%)kubCh1O?~E}q|3F{kkEWNOn<b(O8P`wtMMF$Zl$)%8PDy-WpRc}otY5V(#NT#J
z%K51X0~V27;k;S)5(N=H68zf<g(6^OFPd>q*vjm{?PD#I`_YJ~8+nP*{n}{fl)DT%
z`S)*3*EL1+?CQU#*j*8GEK|qQi_Gh`o!L%^zBVfPOxB)=>hHmmQoi8ck^Uo=wHgH;
z+Us%fihP&Z_*PYWImg`^i-3pEVza<sj7IdhlPyyGN-n{l;QL#7#VD$pS8kD(P+=FC
zL?I$kHp&e+#7tm}WN8#%n~N=cRLWG{IF4%DQRP|lP2r?G9a98YbiYqysirtO?^JtB
zSp>Yi&-0~OKW2BdHHUK^WU{_-wUsB0#o^mfDW1D)xg@87(-v6Jx!vHDc`L4~KP{G`
zdBjjxk@$Piv_v^NwaiVs-B6!9bt)6}{LM&1M^9YT-z)LfKQAGpYnao}-#C(nTM&L`
zIUpxylH@tUJ!uwmUR-@+U2d#BJDL;S@RoDBrMF^av1Ol2SBZoErAKe_WP0-FN#34M
za_^YXQv3i_cDQ%n5buX1%9}wOBT=X3tDm@bM$FejBHy^~d&csZZ5+}`x+KjdfAEz|
ziq3i7qWxTUYMaZGm@1lC<JK}N`DDPzOsWNyxb#V5xN3{ZlL%LT1*871rRMa}tR=zl
z0S!;xD|VL9!P2eVM2RJhnACm0($_v5@%M>oqzN*=ow1j9wawj^V#Ii=_$290-E`gV
zUiYnZC)4{@Z`?=XTl}QwsV<2mJ+C;Id;|$6utyNZ8WQo58Er+yxxL0p)sh90a(^ju
zHHNW8Blsso-i5qtUQbn*7OF9u$+TTbU7kdA;>?6N=eFvII%`bH2#;#x|NhSZvTN<~
zUM}sGU&~6z_*L(u)su)m+TogPK%`w`C|dHa`#@8+a+x|t+79dS81*_Nm%0~Ox%Ma$
znZ32Rt=%t<ZHV+`Yc(T6rPCq(J(XHlV{Pd{7~x5M+BNANty#q1pvHm+m)Bp57Nc2<
zmVA!Ug)>h+NqN^Kh|_m*t!W%fKVAF;wax`EoqZqWQ7lstkK{L(PiBsy=%ol5J$b2n
z%7invck$obBN_EO>9gF@_?^Vahwt`|r!Gb<Z;hWP5t4K_#hNyk6JNa%O^pTFiLm(2
z*qA5B+F9Z?<ue|yxF48rs}z5kEZB3lpr!^MTbVF1-7E7*X@cLS2BgY!B8rV7?By5x
z!s)FO598CR%Esplj<<Ns9S{rq3D}w*F@_$Qir=X@#@r57*PI^hZWVhZT$Z**36YJF
zB%}??Zflsz)Om;Rj5|MCbhEUBc@$OrU0goXXF96f8v9!{&u*Cp#D8;5f%%j8r~H#@
zJj`{ucks93Iy9S7M)+1&Rb&NQd{fmR-I0+nM|2vkJ=b)SpJ<`dxrls=z#6VGYPF&Z
zW*V@Asa8)N1G}yIH@!67hN3O<>S6P39#!=padB)mYYRT6#5k)~TJe~VN7IXmHLSKG
zA$Iycu(~sq9)73!>UFBcHgT?lF^%eXbW0f2`SGWEJ+TJ8_S7H!y`f`*xYbo2jg(@P
zF(z$vTt`xCRs1P6E$SyRlAfDad=`F=hHafo)jQo-Q{RZDY$-ycseaBro-<`0W6;hV
zWVoI)7ghD&qa}B_nvqYuCr#JsPA1_UX&n(T@lL!IOHxD=?l>bRqR+oH^UhAwJ*{Ab
z1>9KaXhv0MA((ldN7UG<x$M>%hpN~S)mkWIi`jxmMTfdqe0LVJTV*frIu(N!9`)&E
zg}J9Sd4+VMy4*xUq`9QSNRMW>`zb>=a?6S8C0VVdclk+78%{y=ojSa=N{w1_+D}?&
z$i{m2s2{IS>UVjKz10bfeE_-8T-R!9&?k-MKc<g&lky&AvOB4>RPT@>_U5zrZ!WK7
zQ}ZWtlvqt=H~CNbJ26U4Cs23sN)WLQ(`v$XXPO$|X6M{$CY_}J<!DPDb6z(>qG!^8
z);kee@9(Ttesz|dEU)x!RNj^mp<}Tmv=EU?Lcg3o%w}sp#+;ft-5kegrqb{CQU^*o
zfyV<S<`!1E0C>(%jWWqc!#}$4^CvEC`gTYpGhrnkc<a{WaXf<cJeb@?-7+-fjoE+i
z57WDzPhlj<n{$=k=aS@s3O~68m7kR@^>&^Uw-7OjUTTMEkn2M0omlcTlhtc~<L{b(
zdX1;`q=g56u(rQpZ!ej4XSxL8x4rK`p1U;Ty6?^N(51$s$wOvaeQTI{i$q+pJ=mL9
zH6|iq;&Pqo(_YOVtx~YG0c6SZEJri7l*N?7QV?^=6GgNk0@mL)Kgn5tLeG;H3T3rU
z8z!m0Z*b~(G|XG2>O^jR@X^@DA5E_Ionmc!mRgb&6*<ppd{pVt!ZuFyqmJEsbRd4m
zCq7a?9gE;zddVViA{q%SB`p4&xrD{<L|Al3rcT`vSF!(%vv~JS8%vo-PosFG##r+#
zmdyx}_WvYA)L4BYIlW(E<NL2i&G?WSTR*k5UAo?pM=bJzO{<MdPfWw~eUm>S>PdV0
zi07Z$KbN2f9Xax2w@vhz>f6~PWc0sFxvu%r`=q8)pN4^;Rk4}t(>M~MC`IH;x_%w$
zjj`1<A@0SW<(U9cY|bAdYtGl#(I|DvHI7BL0dzGM_7~m^s^}b>XPbV{U+y_tJ5~3s
zXg{A~Rq6$~r?|ukvKR?j&>yCI{Dkov^Agk#QrCN)4Y{oBn@`5rkZN+?H4Uq=)OIMZ
ztgG%@N<KLu)+@rISRZ>hr%kS7_$e%BxpzQ$t<x=zVTo^Ao|If?E<e8K8KmUeFPf2K
z>;Z)(MiP5cY5N<?XkS_+_|H@BeEu0o;=6=^8v7rvzO`;u$(5GG9z_kZd|`pt>v&S-
zeJ&NP%3tCaRg0EiNVM@uK_use(d>cUb?k8$dR<E`^{CPhEcdIB9<Z#Vai5UT<UQgj
zr{M2huVb`6J5kGJ8Mz@FF86HXt5Uvvf70#wrX=SNJ|Wi6`qO%z#E5)zsAuqVKI!j8
z!W`9B4X%+zIIv*K+8sw-J9Y$Rhr}sfe^Sqr7!8!CgGGEpB&r@#M4P=mcP%wk2B`XI
z3Q4<G>U@gtdc3^27w{N|=~pBiDz#2?9xpxg4%5^HQzPJsxV7G8+#*ep?2rS)E#g!r
z`P>FXXo#U*s*lktO?>{@un^Bg7)Ir{woE+X<{vyGc8~ABHU89j^bwlGlw87t9f4C{
z+HI5n)u2sXy@`EKkELm2@k$e&VK$EIEE^RR?)2mTIHf>6#qR`Jx`pH%%uIw5E8lE{
z)W)=#25EGutn~oPS^K#9NzMJZN7UvulOJU9UmLIU+X#q}zO<f@rnIO=ws;(4t&#OU
zS;DHD0q9EN0q+_uziZqJPfv10Z_5Z!5mp<M;@I0)Uzkp?0gV__l!AhPG%oj15v)D@
zy*?G`%#!i??Hr}_QTG}>R~(~Tq8{@kM4&!x$9B~pL+dwM0c~T_b^uL|r+fB#>uby|
z#r^9Z>s!CWoqnF#Q785)l42X>E?C{@v<5mDf6w}JdY;U&_&tAAAv9IqLU9~Lpa<SD
zO(oOkEBn;?Zbxzk97rrtI9+_KxlR?9dgNI2>mFS+bu)=2T~5dni5s|G?fJq91nQo9
z%14X@9Gnl~1lr3`hxfH{Efmt6l-0I7V(?~9s~aQoTj~>{$3~&DJ}o&pgHu=wIEDNY
z9W#YUujQ3RdvPXrJe5>^0ac=sb}dGF74<QD<U8hd%{BUyM3dZL&9+hBC=+2}U%-(%
zPRye@okST<UcE77tv!omeMe)WJBAFg6O#RB%b1Y4I!D`+XYhgeT0Bd%ig-p|cPxE$
zgNCqRo0ny1eWrFx9Uy&{`w5@tOL&&)GrDoRSHI{pV1tC`h<ZRQSrKK_a~2Z3`9srr
zHs?ojbF>{~0!4ID2S%0aOCTX$prYT?dt#>dNNwV5u3`&rHlQ9szQDPvI1U9%Tz?VD
zt+lOMYUolBi&6u{H(&>s&Nd#8M>~}B{sMBWI?Y|nsEFHJzWrEQF+D=$zBWtj5)|oJ
zZCA=C<p~a?7pY9VOBo*Cw5M}7nsLUyB}Sro)qHE+e%f9~0eTW6(cJ?*`W|s8wzoa{
z7NfyK5P{Km;SFjl|7ri_zF1{lUz$9lbyRp;l3hxPsyWN3>QlCQ(!!~zBmL>0%&QSq
z$5jkE7B1;q?NE(7eQGY<+8lS}ymB4O=}C-7bCq}Ad3#lZ_O1TM(ifxYnNJj@V?D09
zkUyz)PWS&rSm<O^OSos!f*-*~YtrMT(TbT<HiZ(I#OK7&!((iBk|wkeiuKf7Z`rpI
zE%vQ;<Y?6K>q9f5{WbsEHj{phXF)w2q+{YfS-BfLZ`IYI<S}toq9?YC$m%$Hwk&R>
z5325`KiSU{ZbPB!$okCHXnYXo=IMJU{-{!aGkmgk_UHciTa)Ic)4fRWhz@Sy7ExXv
zJ+*4WU^&`WYTsWEw?-u={sxic_{}`JKPkNt>C`Biey__X;6)x<#zY7CvH3Rb4*zb~
zJiC@Qo}_QjK0Pe%Q^Vl3k=|_JI9ZM`=^o9mEGnQH5uIPEr!3K%m?!ee9&g5R%^H=s
z^|7xWP)?Qh;)=1a;ZimGrA12Uz9>eI<ilMhYZMzaOI&0IF|PYFtv?n$)iMv(HLCS)
zFFewQM{=)dQ&V>>N}a2TI_*w>pXsUpGHt|$#q(VGgtcp1EID(HjNe(~q0Xf)`5SGL
zc;94eY#L%rwiGFVi>R0h5`LdN4`(UZf6e5{ScE%f!IT$s+eyts>h+v*BEN|L_BD>h
zdHos>bq*8yEcN-Rp|S1#d~|N}g^qlMp8K4iqKy6<OUxSW#^hh8M}58~$ydUIkM#dL
zULSRW4%)O%Yg|_!*E5I6rfOr8pZ|&Ibf!gxC&XNCQENO@HO}*eI#19S*|7EZEP3+k
zP#xLS6r=JI+n*yekKP?s1EQ=qHs2<D`Wvgx=Eyjched7e9a%#bTj6DUDvuc1cjp>$
z)|fAhIlqht8eFgQF>b$>kump~N2beh&6yEB=Z*WcasP~-vjgnlyqjf*WG`@$$ek&f
zyY?#^wz0Hv6gYa*R?KVo7~_)v!{4lJa*lOrO#`>$an8B-%dJ7uzgUm<#X__M&+gew
zTzp5y{vI#lkyp>jWZ+^<k-cN42no?GdPV(CIcTeAc808IA}-CKP!(s^A*Rpq62pz8
zRDIKpzjR%mH1HhHFU^<|M?Ny$=BxmnA-alCs&%&Wc+RPlmpqI1*}O8&T~3<ViH0w8
zEJP)1(~QSciaU{oD)oFsw@cEBsYXrpa6_FoyVGY(9OZ_un}9RbHn5#%W}LP4<R(|~
zk`5kLOCGtM1s`v*zyv3?@j^Mme1~W9xM##k?DN6D2+xxB9I5z3TVmN$K%MZd*+?Re
zRL@turiw-EQI5tSS_r`xh7qc?Eabl4glZeqNGIW$z9L)u%Kn6WjcIs(ueb0iF^!JL
zrQC?Ug!he$%+kg8UF;pJ)im;(NM0MK*hua-=0%j*_xvzenBvwxyClPkrI${6pMgWO
zO`NIJj&|e<|Bz#jXf(>P+As5D{(1PVM5n$<zEM1_3@HEpIUen<{KoX_b30M_C)+vk
z^~71EyA|E;t7k1_Iz6>in@s-VEJW0nb6WkUaoTT`{%R&;?U?r*teP^&vED3voPO@D
znT$}Z_P=`4)=V~tpSz=!tvnz7WEs*HS+7R4qqPx=v^wo`6x14f>VMdBO}x4ms#`&C
zd;X;U+*Xfcjzp70Ycrvaqohbr-5dN7))I$LS5dQyZ-=AHMRZ$tJ9@eT@jG)A%47Yu
z9qMOq!x;;{Pf3fK1N~3tD7;?Q?iV>d_eH@e0Zk|;Kk8=!*K3LE64_6W7zs16Ym(}e
zIUbEPm{?vCi_JSDPK{{elhijsV*Flkb%E|!T^vix1_Vy#w6dMpMu?m34sE?r6Ta6J
zVtbuu>dR-<_ttE3tE5djA4E0rjm7ql8yQw?sn%!_$E5k^;}O)Kduv>Y;&V<^xdyeV
zUVaia<npI@GXHGt8{(8ky2&=eu<y+oa|~49sCB0kA`yc1U2|Bn9xCw89D&>R9y-)n
zPx+ZO3VQl;UNDU=6xgaCev(GKDV3SaBf+a9mpXaAEFGYpf4`ar{ZHV{oGQep<R86$
zrlfY?XV*XF`hpihKJhBrsgbOQw3k1hzs2cC&O32GbbPBE@mp;x*QKfTZE6g}4GF0>
z0MEM=%vP~GmG2gNfqFA(>+>Z6%NA-4qhj#-t@i#9KDFlDaa8mftD`cN`n#-4AwGmS
zETS7eo*P3Vn>tFl+86Sq{`6e_w7IH&C&D#4nOW1$t?XPk=eTs&PmS!3dBwX|e>Tmi
z=_lPC-Mm!eT<5VSTO*W9v-xLguj;Z9LV0#7>v8>hl;5$I*9dZcvr|0Q6l|cPRJH}R
zrbWhL;x<x!B7L)Dsp<Qn&*xVFp<Rqfw;|j&ozSFkdMlq6_9$S~D%bP8deXv090fmx
z>%7ydZ9JOX_~n#aVK+RIJ0lBiqoO86{N&!?W}xz{^r#GZyEG{md~AGUmo778`^!}8
zJa(IVWCV0|IETs!`uXf;(z)8N#CAtNu^y=<9e3NrG^y?>R=*U#`eK?=B7W4K?7o{f
zMq`io8^yFE=FqHAjFzABovE!I0B7Ok)ScfKG^c75A)SLtnC7(Q4!_nuv{9?y$|&Za
z>@vu-Aa%Yz@3?nnTI&Rn89s;&yWD`|yAv+OH?ncM^?i8ix_zu+<2D28&_`H`Q_qlR
zaFD%S9*6eT`Ro>PXDlnn$C}z;=yr#i1yd(z_!*P9E&W!EE}N~*)i*=0lqo)*>Lor|
z@k3*G%)WD6ElSBk`|ZAL_v82EJF!F^A0aTiK;6(Wu}=^5M4tRgOw9k`N7m4e)LOUs
z642sHoTuxU&Y+;reXhsF%!_&aw;a!n+i#+1vQg(Kw4!&!3|LFfMl4qytuv9Yx>D_R
zi9;0yuvbd<f$oj&RoqYdYgBp?Yb4cse9ZoF`ZgT&_eGukkub4Y${bH(icrY_$z6+%
z{Psl0)Rv!-na^#S&lFBB)taMLg+G!Wwm+5MdR+HnT5$qRJ(oKs(M<2{SzFmkA60BU
z7gp7Wd1`j&w_}!CHhQR3|5RI|I7#JHTCTz$(P7bfGHzYUdn=mAppQc35bNml;`Eu`
zuBD1v(cV%O<HLHW>Y4t$#)Ev<oao_S{0>r{J}=RW)3QDJ+gbe6nQP*vUj8xf#QXx*
zer^?dwq3X0ae7hfL5}i_m+HV$#)~YG-_%oRJ?FDq@3avqMp@oP#$-M9*)kfaD`2H<
zg7b0azJy2~kH`{Dd|cU2P1kdaMTrP+Ip<@Eh^RK!)ixsC5d_z$s+ZPWw~^>}@BFi=
z)viUp?RVN}lvU+Dt+?ZRj14Gdn#dcO_Pa9XSl|cqQ{^lpl!@g+6lA89-AAz%YtcrZ
zgMO87aFckvHw{_BTQi$5mkYQae}2Nq%@nc3l?dDhfKff6@{Kv=pc+#>oCe6HN<F3g
z2@;;{Hg}8?Z^zUvKQp27S#{l<R`!`)#>>BzUSS)HG8wFE^v)8N)HTzbMyYddw@V4p
z2JPt6^bADUvRE(Mi1-}jN@u>$^0+#|kZ(;Bim%Kra<AHh*-3}jSN}a};bXf2>7o6@
zpO<`u3f!+*db?bL+WBX!4We3&)#co&R`Srf#C8b(efzVMgfG9-LgN$Aail4lyg$)q
zZUyGrwfxyh#{8#RXmqv#io|%F9@y|R@VLiSt<G(Ei(^!)9N|`q^wUVu92ojgjrzM<
zs(BJ~PTkj@({p>*<Jl=mE}5(W(?Wg%MY_Jmw|#fpwkX7@3dOiY;>@LC!&|p#VULcN
zaQva?D%884n^eU)IiBul*#?c<BW_P6w`}1l{l8n5T9103w0Nd@Jurw{?X%y+FUQkI
z8`>2A>!z=HbmRy|bw2hcE$Uz$TRu0A1&)^?<k@E!WgnS)Uplo<R_Sy*%4#DWu4l}n
z-k&Ncv8L_cS*dL#c+j-v{MM;*2G<l7fkzu*)+Tt4_q6D~>TqP+-%K(@RPt!Ly`71+
zSjLY>#^gH4pb@9IVjQ*qj<s7{UY7jW0-$Hd&aB6XTWIjFzk4S?IZcQN*ipfMU8ePY
zne~}J!H?umn8hf6O7Fa~T;iVbLEEi8V?>VAq)U0az&Dy;k*KiFC!G?`IVxh^7=w_K
z+meaJ@5DH<lURWGTu>VcRhFDSbH7V{0{a_Vj204|>{o}Pth~37a5L<hgtNCL*2WeR
z_V*B@J+YsBdx~B~GKA$J({~%lJkorILX|%4g2}l-Z6v0Bk`%JsxqLYf*+|X_5bnQC
z)mc6ZN%6gIpwc-JPR!<d)<Q+KYpzxPi9&@g(yxmBa0`{TxGOf}E}pud)WSpkYCX4Z
zy%Xc{4VjmjK}9~O<LSK1-=_a_i<I(?wVZn2$YUAPTD{+;df!NP36na?-n-4^`g|;k
zhPczM*8S_EsqHsUmMEhQaP=E=8eQ+qNNgYK&rDr5?U`U!gSiN{a!^szeO!AY+fFYm
ztTxilb+Uy|9HrXsyj_mQ^w#n_^oM-^a<T-(jpQLdd!{Iadkop`L$=LrhS-le1s&It
zZ&}7uW2SS;U9D7O9U&EZuidO$t2O^$dzto=2o0SMDqFsZ@uAU%DoIS6qtT>^AnHfD
zr|aRwu|!AiZ#ttQ5K)WSAmvNM=aQy13wE?Tfr%=`8jhoRr;Zh~xk$Ti=e&#*v3mtB
zJv0>P{nJzO$4Fj4LKJY`jpz{yGApkatyvtrvRlF})-H}~V>G%uRT`xI6>m(ZBU#zE
z0ve%VjvEd+8um?Zv46Ez^*)KwXwvQoU9Rsg)RPDYy;Rv0(FGr>JpZ|QQB43Z-J@62
zAdY?J9<$Evc@p8n3WLw9pVS()VUaznktC5PjmUNUQ!ysR`)C;S(vBmin&!t8i$wVL
z&H+?u_#cyHk2{Eo`flN^qrsR8bMD3OXnX4`o1Mv#DBE7jYn@l4H=}PuldPjS)auBb
z!6kAG_0X2PRcBz)X`A1eZoQZy=I2+xn&N0#?bg;Irr4Z+TYN}tHDU?s?V>Z`7yG6j
z>8;<1(P;Y~Qgdv-dW%$JAM*{0Um6$TV{6_&rhZL<o+mMtRPocv$ap7%{_cIJLRwg$
zPhVxfHRshsiTa%wPqIL9oi9<Q_L8ww)Sp~GiLs!+M9;{I<hk}(x>?ClZPD@=ZG?n8
znHq5)myWlGWbU`G{$O-@V|I|6qL~uEv|efA@3w8f^(}*67`C{2?fg34tAeVx{&~E9
z`8E#4)kLthL_?dSZJ_F}pIa>C`Nof#B*mD<^09s`qgv(>N1yjPo?pxiqxr<yy7{M-
zZP39unrl=P@fP@Zs<m{Fh!fj$O~*@;W*c(<{;gFx*etPZkIvv7)`dHwb@Ol})n}ma
zNwl?!#~HlR9?`F+_=|qWqsdlBlsN}YuVvo%X06D_qgmAIu!quiGUcz#%Tl|G?KB;1
z_heflkGK-sLIsU{$7;-}eR~;o#?HxpB98eTXiL3|<1Han>B#|)mt#Mrp5mUEOGncL
z9KF%|XlC5+&9x17y|QvfUaXxVy;<=Yo;=<D>k}S2YtG)IXj1VUOm2<)VvEuHJ^N*d
znVa<r)EOCIzFq9nl{sw=$!lT1wm7ifE2%tU-^upZlYcBH?Yy$fOu1ypr>WG#<$dO;
zbzW#b$0YyB+)SBYwC2h56Y{rojUx}dhEo+FZDi97mb}?IQX-KtuOHk0Wu)X3%88y?
z_g=f!-%LI7mtp2Oifx37U?XDcog?1&6wx}}bbjxyWg}=TmX+?FWLM|2Yd?(~##4;B
z)G^r*NnQQU8cNQfV&RwsVJ~*8<A)UVePWHFezJy&tQS;d;nXNzneIYE^hNz6_OHIQ
z|EIs+>QmC`iX+_`QO}b#)V^a}wFBl#wJR2HR&JnTI|e81&cvrXp}jKCRt`VsqWKN#
z(GRTJ*}Bbd@A?9t*0SW-@gxIGd(JJmHdZa6CFT-WZ<!o$lDbc8;*QNS@8P_(z4SZe
z+;Jxs=^V4;vF@)SR4p5s)V-D<dlcI6G0IUJD(Q{QSjVND0m@+&Bbzuni!nkewrpa1
z#7X77$mv7Vm+y>X^NB0@AT+s_wsnh16?8kzK6&Sn=dxDQjZ=j+s+cCZ{fqQ`os-1M
z#9nKt+H?9jhCW^8ySRL%69pa(;<LP-yIlL?oI|Yl`(sKsrmc0gkFX9Al~OK<{<&9(
zYr1qZqFJPMS#Rx;SmIy0b*QHvzjktFix*gvEI&KaR|nU$WU1-vn%L5UC7Nj;r*7-e
z_NHVRwC9IS|Lp82@f^cLKFQ~kzPH%ozQt_uy+mWyYCDa*Pq<baBDbR^dj_4*Dn;Vj
z6j7eG0Ry=KXMRdNN63+9((#Egp<y;|%tpnM)|P6zmPv||JUb=0(W&OsF?7*fqU@2M
zpn4iaEm+mFc%?1oWJv6ejOf!-%V=qmsGM8RB~B^MB!2SSr`Z^#Oo*;rgpO*6^D_UO
z`jdN}w9&COS<&4xBI*jYeLO;*IGe3J2U&Vz(}6jCn3?`)$`i-X)X^p1p-msqh(0M!
zz{8cdxhV!9>aA-PJ$kqum!CFBxN<tV?40F6yn45`xdtg3vyic@wK=EVOph#sXBvmw
z9%}k9<sARLJz7=2vxEj~?WgM!sv6U1j?%JKZA{wU#WWZ7jaEK)T}g_$y@W~=6-#n`
z9^X{iPc!$+oQq<}arvSyF`ta~vl>)>n6&@P)fe`L&PbN^H0N6!S=6%I^Q1=PcYG#9
zsuQHM0ClBLpEO#*XvtGatNBTiNYD1}L(dVAdudLo%sHGh{CXsJ<STU&lW9b1nsF?2
zEHChloNA=HdC#iV@)50bJ;&07s87{3(Da?s8{tuXdR|XT4e~RVy5WkB9Gv3x>UY!G
z&^_h0{vJG;Bf>i?`dZ)5SO0x`**Z|DdW`OP9W>od!)e{t1kjlLkV(2;D&E$Uk~(zQ
zZ(n^s^<U_=<fnaNUXAoKqTUkt=4goA6`SG%*s65LkWtq|n!dNU!H1rCUxB_6yW(P`
zBmAt9>Pd-ITVWDT>S~<9)b=`j#xk}MDz+n{+)`6J#yY8s_QX*AXmryqzc@D=ldyg?
z*r%h>v`_raX@l*if-P&Qj$_TcwVCoUiuLIv_FQ$M9AzxwV>x4N)skkV>N>rCO~<sW
z>qOnE-sJWM87wVODKYJ-ni`At1~DJV`Nx<VBl=!q;{TyfjesnkUW4xTIOqN~Q0T1Z
zBg^=Z*_S_^am1_joN<K8IcNME>e<#>3>x#wtVxoQboRkF3Y{@sR^w2Wh0W!)bhIUH
zFDejm;=AxpUrqBM>@b<{19L9yo1@p1p#LVVg(Ky(AA7bqt6%oR*nGBTPulN9DCEoI
zZStZ8l&I@Vv3=^{RE>hZy*7}rS?@#37xIaST2jUl#nvZA<P&UcB78HGmv2pK*m<X)
zBc87@9xu&I%3=A>-zOQ-OZ~1sEHM{)WT$>7#)5BN#-chD_CSB9Pp9<UBhj)AH5Sg{
z$~*fm``?+i|6sDC8>Wz?HA}SbrsNtUv8bOWx~z9VhRAfVhVr9JyMK@Lm_!lSXEdLA
zRq_|IoO#cbe36b9+bUD%<U{kj?ah#qwomOHtb1IgFL^{f>~x7a!~~1(Aenmy@}h(+
zjw6T*V_McY*iFw?!jD3W7fr0}=O>6^e2%0g9nxxcr_J@6QwU2wjBTFy+d1_-3aja$
zI}(x8<-Nkk#&y^h$;Es^vvsEaXf$5sTC3vF-I`ln#q+gw?|D*khsX-ut)&#{;Irpi
zr!A7pc#!+pYn7kQ-|qQXtgHGYtj3yVy8Mk$fxb5p%wJ7HIk8$+72N;TJ-{VBaSIZ^
zQ_=$OhbN{3&6ML?`xQyeqa|cgx672e*V4wE8m)ICBv>xLr?=jJ#mz8S2~JNXo5gNj
zrqW{j=$u@7r$pknw=e;E=N)&L#?cMWPiC~y-_L*dtVETF+^W`yoNxHRct#c7ag;6_
ziF#X~)X0>b)X3DO_Zn@IC;S~U0Uzf!2A@z$Sk7s%qPz2-at*AJ`4o5iX0Th6WTS;8
zMTi=fsiyA{y;CDez9_m8%>RzDYFJ63oF2qRnqJQ94EUpOO~;ip`B|T@rzd`E$mjN_
z+A_LtU3e>6q>GHxyT1B1oMsUIBv*-wXV8)S!cQP`x}Pcg8YR-dyj9~2tje_3Z=pe=
zor+uSf_^UlDdKQqK%%cw1~n~+|8Mte&O?I-Bp$eD-j97p^p@ag{taR|+t=o|=%vov
z*H+KaM$<E}yqLO-%vrJZ)~yGY5{;zNj|Os*k-C)k;>70|-#nsoD^<%)&l9SHY{)I~
zv6qC1%H@tzP~@jrI%aGxiHsahGd1+#G!4PGcw*lp#x*8gHJ#DwHpSR=mL`xQB%={T
z96M8qXVdEgJB`M#f61f^skm)_!c4E;LcWyY^JavO*mO^;)keq6-&z+3B+S;8@kGn-
z^+|ghlWKZoxjl3L)NYpI<lKH=7g?GYSUSBy4m8HU_@`WMBI(jis8p`W`XX5(8#+gp
z$nBUHAoJt2@Xe5MYW!HKgzJrI>7JBoWu+|%_io|bCPav+DU9$g=6G9<barcwhgcz|
z)4u0cJtt1L`cW75ikmDz*{2dss4?zqlZbZ9xQ-1WSV+g|Gk=;|h_(rUZr`Xg!ljB5
z5uQ3lwfs;^Ud#Bl#4MsfNgqwH&gtV5n>8kAGbYn9r(;Z1JH$2L=TB|$nemY6=+-Is
zvyc(Z^=>UV2a__t{`+js;9y@p^DKFyO5e}5<;vamh$PZ~Du>u5@^NNeJ#$HRiW)3C
zPcEm0UL*3HnA3l*fy|w8UO~AQzKN_MMvE-S=6k>Nda-9sPc(oyy;m=pVLBd>x-9v;
zdFr^(%Z)g@@42(czN&M9?2$9yf5%bvmdT(mh03Qn$dsuJ;i18(6ES|~L-+CJ(>HWP
ze`e>bsNjzI?bsg1w9|AbUX+NvwS_v4DJ5}x*bnMMM8(TJZ~DLQo4<~$(`#sAT1Hd>
zizadUaz4D`(U{1LvHAaLd}?i7rPdzvevLM<^@wOg2SL?N*Zm(XhIw`MFQK08J+)C=
zO7P%${%9zu#8VB9XOW=6(eWp_h)=YkQ_M=l*#a^7(Y#_d$}^Xxu1KqYxS!O3MDf8=
zr-;uZevk9T{m?KYBK=lR4Vz5Gux0;_kDus;^~uc{^x@7-<ttQ8bZ^u#H(B@FWTe8U
zf0i|i*y(6J2MrYJ*?~`&<!DXk^rQRFSksBm-#5C%mVQ6oV)KsM98OYko~msDk4A$(
z^r^m{>g~8EkH1OeK{+#luJ_0ec#f7G@NnXb%#9AKPBP7B{3IXzckiBI?a@Cqjv+z4
zc;YJcei98H*R4JoI)g@@Z`ToOisf5+w?5r_-8vlTdhO#Gkr2}-?mhZ=h@W+--<sjn
zvKQF_oo?v01H=bM<I#yTq$c(uM7QsowKzIHqjTf&$C?k>x3)c>sPdjX`iw>Dt;U>%
z2^vK+G4pQ`)j!Tbs0zrhrYL}V%<nDEemZ4o>JVxc@~O@KYsN0F)trSDANV`Ns(G#t
zs(h9j8`3|bg>jra=Tnllxut4Z@pI^+j(noa=M`N<kN6wbmaykZn=a&#3Cpi8h(+hW
z|J5oV5A2_KZem|Q+oB5bZC@;Tj>Kqw=?jY_siD&gXw`<#z(Y2Oo&3V`5F#UL`j@ja
zcvw8iznh(5-ts2kA-4UG3Co|2LYMLu%&3qR{hMK6QsL2r=(`Kz(Uw0b!{qm0E{;d%
z9RF>?f#;0QTVh?0x5S#}MyLMWB<FGxqdjcjP8(Y;C%L_|zh`iUh>ObR=aUYxFFNkZ
zorML<`)_7%?@oU5`-{nntnS={dTsMk@=Fy6i}!1z54~~v7Fa#JW{hdi3~){hk3D^>
z4Lx3U>*-T!!WXN|`K4A@eBarS7@zl^h$)!oqejF{5v}gi@wSkP>TRRUQ$wL#HRjzJ
zNbuyk-#ngMI791|x0BEP%_6|Gca<KYb}({|_{WBXA5SIr1n2y^JiXu=XWw)tB57VM
zM|)PKVjc57-Ex=ZoJd0xJBd1XO@{7Ia^?0ZrqaH0^wK_4cfPotR5fV*ywBbmM{Q!h
zmr`BB-`I2P^cRLx^EqeGr9>kvK9S09(??cIjPI&Y9bkVcsxhHozq|U{CMSMxItI@!
zK^xs3@SkR%kzq7X(@IO2sDe73yawGP*>RlkcB*XU(&Og`d}fcFl<Ziu^1jW9Sz6}e
zmi#|mwrGl=2W|XLgjSZ46T={WK4IlV89ZmYs^%**+40{mx;j<k?p^&(jY?Z;iHVqe
zW~aEecI5N|uk2NgkO`Ui6i@x>Jx?NpSoG%;53hssSX+ke=-Cl=%jyK8!ydDjCAEmi
zmCyA?n6a)cbBYf6{5x>3_N{l4oHSJD+1PW*sY%Xrxi0?M<gK-{>sUVZX1k-c&zPPi
zpSY=7GR=lJZ4Ef59y0eYzQ>@p>ua8P-#AXF(wP;X!B9qmJ=eKg?zmPY6K4p-TXV_0
z&SbN5Eyu-7tKYy9Tf?IfZ0+VBqfa?aKAWVOK98oYv{Nm<^9b&60(Va?y*2-N|EDve
z+&7^tZtX?^VL1*7QH5tCWc%$sSo`kud28B|Q-qE;c8_yJKLk<6(RAR`v3KZjJ}K^$
zKUyM)?fCvqmyZJ)F!51(wLaSs|I}ZN1Ka~j?D^^^+0<NsCOFs|lfRQ&6QOzEFx8q8
zf1YTmc(66EH~&1(1vR;z{w(3(9HS=I(QxP1mY6f{HmA?ZX@kd=Wz{4<wcngZ36~?`
z*Vy0Y)ac_P5%dq{i=P^|w2^{oTBi|RIHGrK+<IN%EKKlOJNnsd$-Oe_RsPnjVN9((
zW6vdOk+-;)>_fIL)%)-fPCCuLu}TbfnXI}^v-6O-{J**CLw1&&sk15H{wt#y6#HiK
zXK2c^hOC{1PBnko)Ma!`LNdqCG=D<J)<CKoOS-ZA&i^*e!{ag=^nXnD;g(T_xpOuX
z-#5#G-N34SKmG2OJ$-0THC6Y(e)q!uhCkb%vn}P;6ycH`{$T&=pHHrSWB+_=y%zBQ
z+Pv8p_Pd{5{XbX#c=ZqV6Zt>UJyN~(f!c2Nd^c{5zGqZqk0QTIHgb+n+mM-#bG+_L
z>L)egm_OtA(0n>V<fW=PvOi>w*m3sYs}aXf#t`F`9!>EA+V|=woY0inO3sx<HwgAv
zulSuYoVwpE^-b0&TgNvs)oRJCpY$N6r;H^-)83nOl}ZFX9V%W_d>`BIV=0K~RO9G*
z(u0*MAyw9UhWI^0H<tjWT-ikh`Uvm76TsW?l082(s(xz!>RagBL|8dDC93UF73;(L
z+Tw3fmHlJ6PB{|tlJ(8Ive5oBZqZ^X?m_m@d<j;G%z?A$&U;RIVXI>Loh_TH%sieV
z&bvlO^+u^_a|;NS0N(f@M9XgbK6>e`>(lg!`Qw*{l5UP}tV6f-f7(5yEps((nd^!@
zPY<^GogN8rwDiKb1A~b&YNy<R)AmtkYmlSFp5DnKAo8P{j%fI$xGsbbCtJy`x(MGT
z`3!fFLQb2l^SRda`s{Z7q|V=Y(j$%eJyq|Sf7E$O?uJo^jlONf?|ttN?L!JB-!mQ2
zR1Fb%%U+(X)4H|ty~(yy*^n<JQdZ{;&fgE|xNrS-3mx%8IaWLpHt2i98pj+_J*Msf
z*R+q{>BFj9r_k!RX65Nsf{u;?ww|sg5%cSiw%m$&t|!VjhQ4Rmm@mhw3+0lHr`i)o
z6}6Y?dD27OIa;q<Qd`!vPo($f%PYI+s4U}o9vP?Ko3_*OB;ljG|EXn3P_dT3+NRc&
zjwNNCim5gLKG0DO@Tc1I$-Ehn6MvF0i;HA<?_0LNT~2H1rVid?^&K5rlrYQVd$#0A
z*)K;$1=_M{pw5+hs9W;{4vbJ&I+atAsymf*x}9?>uHU*#XQuX@<Jg{C{Vd1EsVpL+
z`eb`Fk5Woy>zxt0VS}(n)Nmrdi9css$((}yRayO99?OrRWCwCiLH)hZvBnm2ZjK~=
zXAIj~+_CSTs}YQB+K%W4P0r0AY8#_D@}~uNv03bXD0O#9^7x7OCV%M~Gk-EdIeMqm
zVoKRVC#cFws#5);2XFk&2s)3;wdbV72)4`1-lHkjVW%@yjT$58VPZcp*I4IiqILXa
zgpR6f5RK8V7e*uyX_K8+48a*9YD05x*At`RC1Xt+$NRXTCVoM9FDsQqiiywoVfMUm
z)7D&Hm>-LIm^jZnwT0)WM(9S~rPwBQ0TNQQg<a6ZHYKhe8Ew5YinOe%=SbQ0#^=@d
zk(BpmMU~3dJ7Y-m-UPFVin`De`V;zp<_+dPw`a<={muwd)%<cQx}NO2`(zB8^1);y
z(PnZ#EDyVGVl7CT67l(G_Ot#SuN#B01^9<dul4t;R(@&w{cO@|aTcphgwLrfHXrbR
zSdn>k44TIFI8l@xo%_*`PB8Zul=278^_yX1?v_@Hx5g|Z`CV?cU26C>ra_|9(bzbJ
zh1ITU$L`2=A96H4>W^S7Im?thIjGYz*TD0rrwNXEY~zUd744Yo2K4ITdHl|Z_496Q
zT@A&5FpV~5VfI8wow4RHaa~QlSTB2cK0-a;QC*|s6X&t&7G0?EuA@^Go_;&_u0|wZ
zroVYDlCM9%ezJ~89UyANci&Ah&9e|@yNUVO8I$Ac@eu8I`f+hz5ff=Ot>W(4Jc^3>
z8NaiRiA}VrtE&@BRDC0C(U#m=6KV~N-`R>SLWCd9IS6ff>_+^~IwB$>cEgiBa{h&y
zK2rrTFY#3+x+Cob{*tOQ8(XO8)1Bwu2BwplA9)e_Q+5tq0_VdCosdSnMbplwp7%bK
z;V8<4*U(ZophZ~Ewz=Z8u->ySNF2wtVp&mjYizQv9XTp)go#l_T2b4KT2JD4dQtf~
zxuv>j{0YZWi|mieL=@=~2bDQss}qo;Y`xP<t2QDsgWBTOyy|_@i-;2?%y8Z}8y3Z6
zeEZs3^zbu&XB`(A0Q&dCWO4KVTc1i;&qHG$A5(Q5>+31nz%$5V5FfSXprGWr@uQ>r
z&ieXjXQT;mH;!;}xrb`{|Ft-?pJvKJnKa0|%>F6pLo7i@;i6N^%=vppC;cw=N9Uqq
z2K1g$h?$X_faiOo&2!@!I{Myp=K^yK|6%_>@5<(U^xtpwi#4a$rE8AwPbT?D*pFBL
zWqPUm-@gnhZ~CNtIh&?XbtlCw+k^G3{qvP=qF|clrSVi74BoRj8?X`mMrRkOAbfoF
zrS0_M)B<;jeq_Io&o1n3W9o15jp1g7k}0;|nglQ{Mzl_CWEuSj_8q>o{E+Ohh5l$B
z%xCeoA;&}i`i3AUlO(#~bU+W)KQM`Dop;&0Dmg#7^G_zTE+7A7SaovepG*&aG>!NV
zlZgNGO3%{?o;d3py(2gFUH^Ns_UVMtKbaTzy&_N+JEwV~9Cbbet7>2$_UKO7o@gL`
zC&o_9gqP=g<d~U}q!w{!(pPO`e$Y+xGEVM~1tR-h$_7~5xaZSz>2~fOnxn1zMmE>M
zt{KI@bW(k9E4~Fe@3JEaugN)M&fN9Tn@;7v8BBy)aW+y8%2Lvaayj?WgBL%vZ*?ZZ
zOQhuIP9*6i=KSPh4{jp%qjfT!IZL+t{yVC2?h;!$Zd1<0Ppm~9(P#2R;p=~gqkSfK
zu#ii>G)m_&%N)PX3Srs5v44JNo|c#r-Jm<#Cr$g_$y<A-`5Bx!{xSQ`j4U!#o{wnH
z1tm{JO|~~4KyKzzzs2JpEg{GT+s3Hf<W!|flI~ws?!nA75hG`z);&K{Ms)dW>ljBP
ziMqrF@jH=R#Q43Q*eAXFZUd`PGSf@Nm52~zoPNrwO-1ijr=~FrC0eajQRWowl~=HW
zC&xGH&5_>tb9=DW??jZ<i7ls|Z1NTlPS@<%h=cqP|1rn7%?iZ&P*Z6Bq|SqR5>rvR
zcg}V9&c8B!e`x<u10fD^Z^-}m>Q{}V?(y|LiSXmG=x?XE&AoH(_udP<;99=8_sQcj
zzQfXT`%X^zZSos+Y<lD+ekZ1GiExYb?%k7!D99PPxy{<*0kBeae`4Hn#Wbuj_St=E
z*xZ>_TB%kaDYpTwcWQ)qc4U!Xb6HF?8soaYCneF1*Je$1IwnWTsXZ#9^wJ+%tn$^n
z-|75mudQNsTogRUzY0HImifLM{}!F9<HDNL{ZArk;9Nd)6hwxasGwS#<0YrisZY-w
z@~Uo2TG%_oc2rKP`R~gK6y8|lLF=9RyAa(*lHI3$;DD0jGMww9>RvI%xisKw-?LrQ
z^q$G2Tl91~fl?dx{K+1jlG4^HQ+RE8CDE*-lCSNjCkT(Vx8$z68R@>^#9F+b$?g`c
z<tYhxI4%tl@5!_49Ly~*mVzwaV}#|1MbrHwGEm28e9L~k*UuSmP5F3~;l$YVEnUvz
zclz;fi5SqfV<nhV^Ew~#VkWsBm49mzgWS+P`|n9UlnM9xx!Qy5E7fiM*Ne#MKaFeO
zTw-GR26<Tz8Pi23k&n&RBdl9&+woHDJ?VMmpt|pv41<{p5%X8`$bqThHQ8vtQ(Fq%
zS;SQ7Jh#|F;adg9y}bv$bt-j2nIZ-GWJM8QP2T_?!<@`gB*E+xbmer|oRUO9Yf%~U
zKL08Iwl!_lgUO|0Th<%R7RR4m>wNvB2Okv1#$p{Fy~{Ix==92bV(g!4EIm(Jc&X)z
z%bFm|={xTMjMPHT`3~+MsEf??ZjWzptk;%Q`|KAtF6{pe*0j)d?mBYB2^LK{%_T^7
z`&TCQSd-UN^s!`5gn|DaU1b&JmvMh%sQo?~;-((t<f=!@3>AyFCha+`x8;AFOJ)BH
z`>~zo#Kk;Yvpel~A}ixq=hoV*t)PYz%-wFuUBP^Gj{V4ZFFHrqx6#{ad~_b0FwgVX
zQM7Baa6Q|hn+>2YGC-7+OSI}q)RM@w*jD*(Hc$4A{kKOCq4=?SsHh*=%~5ZQ^~xG8
z^mJMAJhk^pt$jksbPCj+qlBhB@1^Cj(;pzEp2-Hd9Ou>?`)GPnNq%ZrIZK-3+`{#v
z?Uw4@>?eF;|BRyKRPm@J>gRI#jb!t+Rf^GkDuZJv>zx!^>`^buv^P(?2~!_)q>g#4
zMTPftGnk~S^H9G}(&J6$Gsso@t-$dzF@oN|kECe1-bwef*P_-EQa_0#8;U+FEN-jX
z`A6dvJv2P@eVg>|nI&Xr0&|4r=6Ge|!r1CYwcqLeCi7@$joQ>`ml18z*<Os-&Asa>
zq;Z+4G5^{06OWf$J+BzLpRVajtqQ(V?`EeA|HnD1GRmp<N0w0qJ<GVx*oSqCw>x@P
z%1__twA@qI=sa@zrM4P)pEb#Dy;IXU`W{;~t+vjkY(#rO;&*C<emb7pov>GU!ym2d
zt0{B*h|m4yyr{drUzqf7n-`@jeykPYJ7_<0j(v-qvv+Jw8cIEETfT_;Li41^`+G2^
zY(G(vyK%VBatZbFJ2gf{9A!;eH`98S-(OpHYR>Qd@u;#Vj*8#u#jTuq3tl!a&||1~
z2KCg0TJJ=7sZ8XO>UR?9S?xQVmim=Ve*VPixu<`lldfIfZWD5>JrXN)%uyWci8&8B
zucNhmNB<-<*xB|LOP{{kR;t%BP$S>sEtq9LHdn6k_2u%+finqS&sFtU*w#BO`uUlj
zTs~V8FcPVY+w{n4-@LEJA;<Lp9~Rkk>)ULTXQH@Tp6e&|cS;^7m-(6>SX<6M<ec!?
zg*_&U>uKQ{Ywwe7=)W<JZ0#Z-H$Bun2JyGXi|fpaL}#sf?0Ec6FSSRe3#Fg_-+E@Y
zFJg;jtBo5=$n^Pnvfd+0@jL6^!ZTLy>8R&7cJBAsxC9%cvlY~u=hPoN73Pw2^x0XE
zb3T^LE62Unr<Ri1vz0cw8v?r%OGbpUXHprP!P)8h)5^VmQP$LYC&q}U<b>dymi=)l
zouy-=C-|)_yOh*Ej!P~%NfB$c{yg`{Jx?NPUT>m|`p8lSx(C9&vJohBY!t^XLd6R6
zoMgQ=DDLrJ?MsfMt{xuO??haWac<F|X!~SuG}D6-y&(%Ns}X1xXFaG_QKw&<aMNe$
zzsGVP#1Cx8O>W=+ej?x{^xxdb2pGidEg=(nX!5{ZB>z9JZel%%4az8|j5fDdHK`ID
zFHvub@0Uy0mWlxyaI7y8KaQQ|JL4P3s^oOm88c=rsfzWT%YfczNQd`M{~l)#k(KLB
zj2us6-`JbW!xn#z92`9hnf40jD7Sk`ozG+Ld!A?X?8s=pQ^y}M-fhvx(YnPcGGsG8
z`_?M~>U?qYP?;Gs1E8p+)#+zCAbuyJ=rZ1Iv_0C&5+hUR)W*zQW__N;|7`1o%ii~R
zl;<Hu$B`bM^ZIx%{MKeIbDCbaf5)UkDZPDlwKyM$q_@Pp-F7AV9-EIMnQx{lR8He<
z`gN@B;=W+=4)y4nC}!p{M@z)abRqp-_U8Y3_Wycwtp|DZo($c3%skwDx)6;V*)&IH
z9oMHNIoGdLVAVK3&l&lADo=G)_ZZtw_k!(M-CIU|v*h}f<#?R!uc_;K_BSRiH?LQt
z8@-vD$+d9%R#4vzQrp!YixR(6TVqb9xF62(UU#1V=$dN_cdLUs(hugu4bvC(1jc9f
zC+>q<wxsn=KM%HK{QKX`RYpTlTv>50C;c{qsjy?~@acTmy#BL=j&SwZh`5FFx>K;F
z#z&{WOYhQpr<PH6O=|uk=e}Fwvggmv0=>PyvB2}t(qGqER2_%5-r0_S+nGn*1sdmT
zdqo(_6d&<@OuN;xT~CzOwk>{VE0wQ1sc^JrwkTd!kH4{)+xOc`8|wJ^AFux5ihuuq
D)(g%I

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/LRU_new_exp_process_update_multi.txt b/src/Delete_before_submission/LRU_new_exp_process_update_multi.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc41fc6ce4f653df8d658b048703c90ad8fb601c
GIT binary patch
literal 300808
zcmdVDTdy9+k*>L}8|eSQyVkzgqIH%w3<DA++3uDlT9n%}g8>$JCS{(Q2TAnC{PmfM
zr`{FJs>;Z!tXx_3t%hNdEPjjMTM?0Qj>!M-|Gjbc{OsA;FK749UY@-^du+ddcy{gV
z{j>l3?DoZzSN8msJ-KWD{l)(7wf)4kvmejCKKu6UU(f!<en0=;r)Qs?eRTFa`~L^_
zcMs0q*uQ#r_}BTaYxeuwXHV>Zuk82loqc-tq5Yr#er$h!Vc+`r?5X`9G~gP4{(sn?
zz<AC6<qr(g7xq(M*q>h6=k5+~a?gGbs)XzZ`xoyG?|0vRy>@oz?CshA8h+-r;do}x
zcvJr7nf>mmeRBHqU{84U{;vmge3o~AG5qWPDW2T5cYeC~nFsbBPweOXJO7vci8tfP
zbEC?fYX4*OMtsA^_TJZrcNg`4XVm!J@IU?en*Bb0^11!Z{4>z-_x7DH?YsXuV1Uj~
z?aiLsv)2Q*JNECL8}**s|B#5+_BXff6MryjelUFVhlcyy{uSQip8ZbLJ-45JZoj{G
zHhqVW&pxp?5dXHm!zY7eO@Hdc4)5@h$t>^i=mI+&;*Fro(}4=S_w+r4;*+z_Gpgov
zu6=SjUVLCwea|r8H^letO*kD9W@KnC3AG5PwCATThxwBM^SMzQ>EZPA`<|%LMg38K
zI>^hpQTUl*MvL~w9dqPz)c(}YD{>C*-xjHTmE;;L0qTc_8u@r?r}Ca@TAfm~%-yqp
z6lCV=oX*cp@4aV8?}SLNU70iap~;A}p;PvJu;l4aWBN}|D)M#RbTm3SKXc1ZJ~R5v
zf9g|vav6#L(2z*t-AbRI{W{3~Ba<WayDa}J`xAPTH^cXs+bnS5)m#;6`fxzQnUDvE
zbw=BBHtyT+UfFwbTBh6)bw4&QZBFM{*XUCve*&-La@_f7I1%TjLGK$^rsq0FepToX
z@((UF>6+d8B9QAEdiS?mADR402i-P3^vI|l$@z!&W}Lek?$><gGUxXr(~6%PonM$d
zb3U=PS6ebZwo`$%!jnX+NNe6U+>h;yKI@9Uzl3~j)RwJHQa#r8`1Zs=FYVoW@*%bt
zmyw)LOwy5@DSG$l&kaA(+ug2j5ufVIy#?>E>>a~1Z0<)5XZEw;q+izNerlBeVnB`T
z6aP*9hgj<n*<KaxP8NexkRsau9@6r;NdZ==4)@jZ@IN<?<UNy=yJ!Dpp6260)92dd
z1Cy#)Pt;hU{4<w1mmvOlkn!~h@T%c<jj|R2ww=e4?|&I;e_=LN-qyNgU#<Mu7p6y$
z?WOEkt#-T$Uc2%J%6E{#d@{-c%5SL2<6P}GA<ld6U9JI%8|Q0ty@cgzd86JZrOX>y
zGtZuo_a+10?@fMJ(95l7zWgSi4X24{;I(<!cyYW5S?T<3s6@mbS#Aqzp7eg34+abJ
zdy}rm!+TK2AoKo*;9bBMd;2xW^Uw5u7yRutPgOWt-z0y3p7ei{&xZ4Vckn`xEoD_w
z#xa+)tIwU!29F$zPt3EPY5Brr)48>r|H)-5f6|*rA70qhu^xCaoTDf^@S(*OSHW*A
zX*DWg@0lE<pUH&%W;)<yQ46%iNcq{hOzy7qCLbA{<rOE+JTk5J+_LkLhQ4OrQJb6{
z^*$eEk~Xf6s_H{#S=qE)GmtTE$)!<Ojm}^1ljIrL#4op~`Mb16=)|PQyo<+V?&<W8
z+K=+tJd3y<??Bnl8ueRz_Ik@0^?p2qBxCqHZiBF{udOqKY+NLB*RDiXsHE{ew$oi3
z_q6J|V>AIV4BZ2DcBm~kQ1ZunOWY@e=a0<QXacg8bNv)+EPYD;&`}zicj5fhX@XW6
zJ4O?Hl6ePc0*|nJp8lAB{pIYFi_@=ncw!Q_<P9J{ZT{OaI)IEYvi5u93Y`{f5$V-_
z7u6u9R_ET3UG6DqM{(wh!4pky<9;=nMSAtltt(TRDt@I85AQU7(_G)hZ!y+)N9k_Q
zm!>yGN8GlqnK*)IjZ}}&5aiv+B_^GadJ4&1J-2GdOZ(f{^J%rQN4yzXc4g$<!lrkO
zdJ0-|q{m1dJ&5XfQXEG&8C@yr4WeU69k1&5jm}hC2KcDA^RB<UmLs7n;gxBK2j+9*
zlfO0j`|tNgUtI9(7keM_r^;z7mLNi>2a3!v`P8MijC{YVq6_im@L|=@d)x9t@-E6<
zy)9J;yvw=w3kCZ6O1z7rK=&zRtLQ6#JLFh-j?Ic?@#=aSpPD8l0`y$NSi`$#Thj$Z
zH6Yg9HC8zPOke&ff2>L+mRTB-T0I?E<o#m4wMk@r0{gzv=L5a5&780GJU<$~y~`#)
zW0&c&iL(*B5gMa5%OBUrYGg3ZruXHK`xnU%{Mj@F^43q%=ycp)_wgoZh~z1iHQm1P
z;XjRjFYNzmzK0o}PcLlga^;?PXw5E^sEmzf>WkSkO%oA&;-fq@yMRqUrWP9G7<UdH
zgM(TlynzDzKGCEGOMEJG%TV*=_rv$kv0%ZOh++;bI)!ASqw}=<jd-W?pCUq?cRjv8
zc&p5uAtgssq>M)SIsV@J*yH)7*1C629iA-V@r<-)1Mv3gJmx1Nu9Y&G%UmnPF3Y%>
z#du)y{l@&IM_tjx(!Yd8b$(79Q)fA4T0Jr*TIce-%rSLs&SROMOar_$bU8Bot+pIa
ztclB1`e4X9p^IW9$aE~9y`_gPO1Gik86IT&$=UaVt%#xqy10&^5nhBkUu5BtCZwu#
z-ug~omU-v3c&~zBQ?R!sT;ymXx$VtKx;M~J<YJZCqrWbfawg(pd0j>nbqVwDlqp5-
zhv{}aApDUSOMI%Av253pAKTf+izgPoV|wyoh^BQ~FrE=8Q|4py4dE3&8hPf3GEBxD
zAvZ)f^e+EuXa1$(k>400I!Y%o0|u{%^U1j1Fl6jEC}rM{!$sAQ*_Ydv$-Hkn8?+^X
zZ3jK+74y9;O;pR21!6L!B-t%zKJUxWlO-(P2M_O-=FVHW7VC>8M2dOGI|zDmE4I^R
zJjxo^#A8QM$g_yl8aQWvvR^rOI&pD*=qRg3-3r;35AcoYga^Z^^KB-{XUTaA{f@D{
zpPB~6kHYePW3;2L2KDY)^^huJjtx(<&5znD|DN%2e`VQ^Itmx_<I-7<Yt4_!by3L+
zsPP?2=M%5f{Z8dC_+-vMzN1B>GQ~Q#>O5J(1D)8*psI_`XpX3zbMbpDA=2y(brT|B
zDne*`y3b0qI^rC{J6WIU%-eT{GTvlCovLRIq)an;pLJbe$LLmeIEas`g!yKhGPRDA
zd3mHR^SP|IBB35VJ$-so<{M|PE-MzFB7IxA*FXO$o-E<P1C@`iYHUoM`Frl8E7ck7
z^T-jBRv%`YSEX45Web-5PU=nZzrDt(_@~O8qLxks?DYw4S$H}02M|HLC|H$aIEVM~
zp7|)6BtNB(N7l{l$ujTY&=J)6$h=0*y?3hIGYj`-s2@c66r!)(rpMA!BV#3rVx|C8
zcqRCh5tgI!hG4<cO1A%ESeAF=lq!NX^vFL`q7apSq`J<^9;2DaJK;}~nTJY0neL{K
z=5)FeL{P~)9MMHlo*ud%;kA(q<E$amV4?4borzTA*%e7uSN86dG($^~k#dv~#gM+X
zb05>WEa%$Zb7!DSoO@!TS0|^uxw76TC?WA}Fs>=-*1`8i(j#uQ#!N9)%cxX)S9j}k
zlc+Z);gYHd)iIiY`V~6!>SzL}q&#bq>UCWn@i4c_`IB76c~at`y7Zo#JfQ{9Ro>ag
zgu0&LLs8YI<MN^XJv$7wAF6K+ber^%i&Z@~Q8h^&c@ORKi#n|1+|JYj=9C3rnU3m}
zMuTF3*gnf-81<Og3Pt>lDKN#AW9LZ;7hX8N3{fY&+K=p$Ydd=NeR;%GgD(Ee5<2v~
za%I%^#@;(ye4%H&9|4qY81tW6iUpxyt+zwelmF{6O{QFpKU1b#s*Wbw#W^8Pg1&1{
z3q^+|{+INJD(>kt`uF4M9FYf7me}iB%iGe9p$~|tL{2ki5rvMyg9n8_IL%2#c#g5!
zNDuT`_WY<DA0f@u;E4g}=P#!ZGl9n-@>zG!<1g12(2Z@la{I!+GpB@ivypv4J1$rK
z$QQSviGQk$hVB&So3s$0&G~kmBq@Rig?7+0Wf>#7W-{lRvYg3`DUw^0GL1NAHFeQe
z`<h2YJSpRWW9pNZe-cGG_)>JZsOu))mfeasrsy)>d2b?qO1Z-%K2tf*YM!_pak~Na
z79#okcE<s;P;{4Kg_SR256gW+g*VFY=*d}+^m|j0%!0Z~(p?%<u!tJ(zQfI38hC<G
z{guUT{GCsGrCHI^x#>&aI>dD7xsBM4xUUyfhZsxc+Ho6V-t-iR>9iw$kvvCQ{4~-E
zF3+Vy`<mKpZ_lNU=j5l5Qu?Ug7P3XmX7{u^^~jJ$_hXL9WYuC*eS17lOE#ID2zk;7
zD?ZLC=!j?KniDGoJ<+21X(104+qxRNlYd5i3G2F@{bjBxm!nlCncEP?QFlGUdcU!4
zN~DwnX1W*q_}J{-TeEt)^~S9^nM`%b&}l5*de)xo9NVc&-I`<wdY<ZKoSJAJW14OV
z(EcR$u9vc5eb3GkS}ZqIoub80VrK{$GQ80eR%E%azkzRth0}yI+03y&M<<he$ihSh
z58vqF;46VTKkMx%ODAa!rFO3*$|aO@Z7FQmjgE8qjK6!VdC+0gpVH=d&6$^}NHmO=
z9OIJ@q{u_D;(R*uG)R>R86$Om<2SFP7JXW`s>S+uoxYk!8l(0&ZZ4hh0*`XaN1n}}
z%(0Ym8f)mVDs%2rJ0p6EH@D#v&A*+D*&4#%75wBigw#FJNn`q<pU?@*NYO?)<?<)<
zx1skUdYd(*KH)J&idK)bP>gL|dy-RX!-khVrJ}Gg8>7BXZgq_BGGSUQnh{>-I#VVs
zc$vT;3!BqYHz6@c9NBmEpyu{He=_GfJwR<pwf!tY>K=T4&e3G++>U&sSbo=JlN|!Y
zWj;BAw!A;w%Am|g?t2g)MK^cVppHMYj?wqXEl;d7OAr0#+=?lqPkGj`9U0Uc-!LXW
zV{XCuHuc@j(aq&8;%)qyb-KYRRhZC<56w?v1Jw)T@m%tRD%NjPO2t_6&#a>(4tviK
zy)aFPu3<(Ymp3Y4(S%<ujy7bjW3=}K9~b|YT9o{rh=TaYu@=rT)I3?IAav2TF**^@
zd}IlkM0sp>Fy?X1X{e=b4Z_ror(Ov>a_ZBu{ev#+)}!AU!TKq((d}K#&T9(-v;--9
zpIT~SOnkTNLA+Q)-TajCQ){#YDLpadV?d~`lbpv`)?5eHax|CA8eC`@PA{Gp*x2vu
z$mnCohH?XNY4=qAt<xtlRo9W>{VGH5-8a)b4>|OY2V`_a>pT0@{Fh@tYPV<@&|qz+
zs2m5s#=ggtIyrCK=|$YE+_9*e?q}jwFU=j1Gb_z<uKQCx&+fRVV=0dZy^iHCdBa3W
z^zpjhJC=5S1NNFeIi7aOBgJdMx1!HI?wspg%~(6Pp9~(AvZPB|7^=mmaP92or<o_~
zx=wq^@#EL1hSodoG@$jlhg90GoNs5c9xIVs$Cx5hI>xkKrW(kI&1*d5%b??Dg*Mq1
z=wE}5&VzLi8PD@Ln-ASQ%T7KW%b?16s{Xk3*L#DH-qJSS=G24R>(o>K81Z+l7k?_8
z_)m5BLVaXZjAea#9%|0ax?UkqCQrqEf@Mo~Ir`<&QNw4ZujS<}S+dKW-&|YPoL?vh
zXFadaHXikd-x*>_I!nk{#<3*YaIQ6KxEf2x+G!!XEGjZ7L3NFqs3^+jHR4O}j)`MS
zy1DyyJS^E_Bvbt_H8WN8apclfL(TXz>(pfLLfyQVB(sIn@f)pSqn0PBguYBNGZo|A
zVx_noJDHz?m^xEU6#vvZN>xX6cC<ZCxk==b&H~T$&QA|nHY`os>51QH4K4G1OEECM
zAooI{yCZKP{?;iS<ImI}tCK_~rdn-Fu5)TMw`5AW=Ov$&vyNvNOVS#Za%@m?oo=;z
z5y-bhT_U;HGUs4vZ^$~f&j;;7)}ZW9BXi`<kMs+%AxPW0#|qchDby=hKvkNPw<RJc
zmm6!?HHn+^S#Pn%RS-%qFZnTiH@@_-$h2p=CbkqlQ7A<_F-2<VxK1@?3*0}&rftnx
z#kHRrbopo2@xtdi&wyL$kHkhTkZ8E9SCm`EN*q~{A>XdOE2?XhDp{9B*Q$@{<AJAT
zt#?^urTdoGqzz<b5Vpj?lIh;PaLc|tz7e{Q?vnaSR+~Q%>!Ni^avE#w$K`n)zt=iK
z)l)rciz`G_?vM74sa!$3QiVtor~mezc3hS_ka0fZIt+g27lTh+>H*31f6bFMPEs90
zpIk+I3pP$_tGy-qInpB~2M8_8HccGkbRQdGfQ)L}vQ4`zI&x6@H<CAo-@Pt_(syN>
zc3EW62F#kMkv>CWjO{k<*ocEoDB!HMX>h7l0^4jFo3`jE@Uy&}+ocxWjxdi`@NAc*
zQ1{iW=XPDbkJBq4)6SIGatM*?S#2JCOV$EZ+6Gi(Iq(B=-4IKX-p708+OaXy;?lM~
zQtQ1DbICUlEjhn%n3<8KDdaXD$FyEQ6Z8nLTQu=3=GBy+F^>E*HOQb?jYT^JI(Y(X
z7VR|1S}oeK{3Q-gCwR?XoPv^g^qh^g92(e;q@D8qbw2&EnMW*!;<Gg$8Hyd56BRPW
zXUqH~bA!f~#3fI+hQsk^)^r^aA!lKYX4HM68JzfAh2QOLoF89Drd>X3dQLPu(sGHP
zHK&u>ZqCj2Cu=lg+uW9j`&g=J5_oz7)_bXmC#Z$a&qNIsW9eL{qP9OSp9wl{>770j
znd<*Fo=F*9Oq216jVimuJ!^FHEfdQpmR=Him2<kSBWsJbIThr<+G6b^&q%s!n0^{{
zd#!mVm#HboXK0<zOqg!<pK^Z3-#(VaQr&bNp=OfREl<D2`ZNTc)t8aXw#)!|Vnt_D
zy*TYVRIL;lZqb6V1h3JM8n}A<)4hlIqe~M+ASAcKf8%eh;cot!b*xlgmNN5b0Qy!m
zDbYg3SXyh4k!N1(?&7Y94+nfL*kZX@$ELZfwJeJ!C9m7*I2Ieyw?;P*!PhqJ(oVO_
zWPqe+T4>oOgX9ZpY6n6Td+Yi;_vm9B`DfN7kj}^Pq|TbHBlF$5XSI#j>>5@#3wqD*
z>_QJ}Ukm;#TU^Q;)QOtfq%)@SI!&4CtBufGso92&Z}XhrS}roTr}1}ArLK+3y4N%B
zZ^kBrGg)KFANmIGU*DbL^ctHNYtc2X5`9CtW#1Y+bUfs=%dzIvjM1+n!`81y!{Gm2
zU_)w<<?jRfb!22Vux{)?o1WS7bUXE-`1_`kmeVhOvW}8U;Cco|-(Ewl7)OqN4H-4^
zt$EU8X@~z3WfjtS)m!sl{8|6gRy)>0J8j2Z^R49BM>}z9(8jiUov-tAG56^s`W-oW
z3hl_yuAK_v3@mg`hZ>6;e`c9_<T%h`9{uK&!n=$A<y?wto~+|hhlAH6f3*lLnyE+s
zV&`%#U!(0>tQHnh(>R<0ZCIPq3(G-gQckaRJ(tgZDn4GLmv<+R_u24!O*L^p^AsaI
zLLQHs34(6QeX|9MEmdsm$WaNIWGML{HF_id%sS<?>knG#zJ~Z_oFg@bGJ9U%UYa6+
zPRE{1YB^{Md^XL?rOh=FH;+cg38JruZPLt3jr)<O_{!Pj{N&DMtM#0st@8a?^u(7o
zI_V^=BPwMT_48xjVC_WEJL7fQl(9`*CZb?hC%4<tr7@rJ^0V89Io6SDn3<a+=JwkJ
z^!Y8b29gHHKBiYr!I~$_h<z5PcCI+u8WU4$iY>Q`Nb(vsWmd-bBtc0s1?++%pAl_w
zLqkS5=VvF9)c9T2aB>gt^fcAuJkIiwYr!{Fhc$cRpP#XB|9qI_WwTaf2eFp92e=<C
zQ{Sd<Wo6D-=$J%3A0~HdWT0mAWh4XfyDiHA_w>wVfcyqq5$9CJFC(kkLe*T~Yp269
zI`k;kXzrDvHFJ-Q`V+bQ?K&v;f6<3)=NxZrjt<{UbMRD`m@J>#Ove_V*QxHw`I-OJ
zI!d}=eM%-t=5xdL57S86nMVdQ#u<C~YdCY{JYm}ncJCj9)q5~_7q8#l_@KyG^1w_!
zC;ZfyR6o)dkO&L<(>c1u;^lmVKGPd8GzY0z_nFb+SEFCF#hveOk@=DanWF%Q?uFv6
zKXzp0wu^`k{~^bbKgney?rhF+jPqgIUB`|I;-KVZB?^JbH9~0%@0uLf@kw0-aA$st
zMvTlQM!&}2v4$+CVlF|@3o2@_nYKHQZ!L%<x^Lg0zEgVe)##*C!Q+gxpMl$I{!lpS
zeQ7hkZ^k$3L!%!|OLLngzamdZ(B+|ZimOALIDi<y5mA#n1$CAXX^!m6K_{~(l&sRJ
zsYE{Hy|ZrydkZC>nk+p%IV!S~Uz!x%9nc`%@RuF_r>2+YvHoH@oLz!fgIe<I|6(-y
z?FwPSAHHRnd{gRaIY)gAN&n-8ulC~XhRG9}3duS(Hu_VL_^I|dy}V01Kq*BsxzFNO
zxUY?w(qXLEl@q#kn3j4nXld=@+HPB7pRCm@iLtQf1OHb3^)L2oNlUh6!b(0;2@U7I
zE}sM)TB6{x&mChT-mdF*0?`pv(ygQQRO)-WVk&9>rta2eyIVP<S`&@LQj<$Q_blQE
z%}?0JLr$QkLrr~4`j>lDYRZU^BIrZ*>D7f#a{uh++4uH@h#;~e#B=*&)6`mo4eNHq
zR@|6sSlyUvc$|uZ<Gel9=e_Ah#Od8N5$}3Oagn5B`O)8G3)7u%Uz&v7JNt3)$CbnR
z)~NNwc!>p$DRvB6ZQRQxE%{aaj-34?I~hoyF!#;i#o8s7LGrECFmD+Ws)aud`240>
zekS7m5%R}&ZS~<2->|Fjp8YzH;>qx`*{-cp5L=ECrF`GF`0F&9Yc^`H^r7!>2j~PO
zw{Vp#C75b`95Ui<x%6#54iztHvN`7zQ_LltY-FoMZ999KW~t*J9dY|>ef%6~1*Y<;
zbKBE1b6+}j!ZYXGoM%FG#F_I6Jv!H3Wl`x|8#u20IY&PV6->=FVj=(25SHwrYEMG9
zrK+$+zS()G9tA~TOL&g3&zf=jce8Wkry>cWp6jx`A62viU_2W}z5eal)$n5IX~gd8
z#EpIVh+@6#LXj7!If$<;J9RVU+7Yq?20YQanCl2cbf3OAk(r1;cz1hCG)S-+Y1UEl
z9N{@a@6g`@ZHPp%D%?RH>*ZEH<#vWAu?1s~IeIxiPd80F6W2Vq7@yv<h+eG-b9=*+
z7@^-RpCkP1fa~SxE-IHL{Tlnv`n#?AvxE%~SCsnMXjJY;-5(3tRqPqjxi<N~8f2bK
z`S-@f*F)A^aRJ>pe2!Y5Zs+4uF^6+$imhx7U1KV0Ci&dDBAyw}U+up?8LpQWRh6RU
zBQOzn*7?4?`TlxLyWDCue15`ub4^`S)E%jH=+^b0?01h%qLwm{eNVzm(@v>3DrNc8
z4K~X=)c4R7B}_za@;I*!Cgu$4G4++I5}nxegN0n)Ga}B>Nv_}Z$sd<7ePU;PtqaI8
z9YrV49H@^%Ia%zX_b^8qy)`=)pIc(M_yiKGtN%tfNa>SwDA2iBs@wL}>?Lf(5OC9P
zx0+)scl^7)IEKT-sNnPpA-|>`o`}1>Bc2ik>2_1r%IB+Im>s~!roS6+0$Yzw|J8oS
zzY^PW`oxbozr+Bdq~rC8;VoE?;W|6rMO$e4V&Hz_I`g_@zwqv22{;ZV^&!_a=T<c!
zrnxs*|G19bs(WJJrL22A9@btK-xx%l=9%R(=t?hn>PI20+gh!Yag0s`QLWWIj!K#o
z+oJ#4^hy3xJSj^UakKPEjW2f$2g%oiiThM#W6{Rxre@c({CX4zeY#?Q4sO*EY>v?O
z7q<wp1shx3lE%%YCq^R<Eax7|GUvN4>Z8)*aLp%ZmTZ1&)+naw61~(tl;Xp2jsb}*
z`z6O=R5p;?7r~=>)07EWLwSs5VdDiJ$!o)?ogw2>5qlv=$eubwiC<;gnLZ%CfSS2C
z8lT={G$BZ-Thzp~$H*QXH121nJp?XqDNcJeP!rk2v&XAHCBMOpjk{Vp5L#}jmSYEw
zIJv?lKV__6=CM!A(PI$evrO$Uv7<DzwBlMH(lI#cr&a~q{RR4UpA0pKShE~;j+t)s
zUL@s!(1!Hx&-;<w13V&UM!o;Di`-&Pu~SMMJwS?F$J1$vn-R97ti&hA$!S#09zALy
zsUPoj_=u}@Ry9R;+vcG-tJ?Orj`A3-=h1(yjW~w4<d5-G#{4`bCzYL@a?Y)PNuM2&
zSz<GMZI9k@kt{Y!=W;#Xr_SS=b~)D5r<Ok>TbQi3*SM(L=q#=yI_BK53&3kh%x2LO
zU7pxJB0d07E!U2*)@*M>y6fVAo-;^fjoG?F?ZstC6-jwD%!$1=pMn2IdZ~>*dC!`j
zl+gIzLgHX@$>(PM_P|x@(JkR3kHr=auuyGdOAJ#sJ!!QKlh0>p;}{+vSwC%$xC-cy
zE#zE&6*);f7!b;Lcr+mHCuv)$=i8ogeCXO^CU0VCW3GhCX+%4yR+hS&jfJ(gsf11Q
zZ#oHVouG!=ceZq!&LGD}^do&SMpW`*S}f02Oxm2hm!{Z?#v|;cRcnwPAx)nTysPbM
zYT;aTHwu%hv3xUe#Mx8C3YA_BxkNgRd-g!)b#Fb1QPHWcig1mu*FvRj66O69%DS?f
zr&LdE^BT73a_peACEP+AQHf4^sizi*_L4#Eh-*F_m^}AAam89a#-$mkIuEo(mZH7>
zM2;~Uc~<gU#69dA7Wj>wxt{((KCfQV1N4D&-tL$jvGb|a8{0;mdS20`B=3Bjse+E$
zOxlw=`MZ=Pn@p%`83_rU7Iasfic(-A&z%tUq)k1?(2UCRkQsi}d44;$$UKS871Kmy
z2V5uiq(=QY@>~wnM7J&T<?#vUJVw+r!xYhlIT=niXPQi0j3Pe^u>{oQZ(<ah*O8aO
z4%{QEY7r7VL&a&Hqt`hmQX^BqhEaa^@PrW&I&fd_XN$i<-;XM4PBD+ks5w(5J&jC}
z4+Ix}Dtsd<yJI@&;lM%WK6=VnK0&T0k&H39fW2@FaY}EI{2Q_a&fYe3iw{i&ip-=(
zWJk!1GDLUnJ5&Bo`#tM?!M?gVM?)m<`D5*9LyprvOV6q6*S*nT$7?gSeWwsOC!F3f
zr|?KYqv!hj)5whGkl@SOPS!RnTJmwIXtOc%**odw93Q_Y67I~AV4sAB96RxgK2@&3
z?@b#l!3*pC^yriG^w4-VMjy!!R>aTQa$Rcd`{daSSyZQj?p=BLj&t}Nc&AuUq=>CE
zcpUu@l`XnDBXUHXVbzMLwX4gGJ@uMoczpKH&iLZ4l`_TT0|^m14z~J98!!!kpC9|w
zZ5-WBzqH|DT(R-EkTanepV`z?@)=)5b<;Uc-46t9*)}vr-V<+p@|XCo49PEpW}&0|
z-1hV?*TjzExq9(xyoX~DQ9Z1kVK@pAx5U=fdyhecUsKyRa10{vtV7qL(Mr>S$DzS`
zN;~X<XPX9K1`yxk&JeM1_j%F;bG?LJrORk;!Q*cnTkt5e&A(I9OXQb`>3%hBj!w#L
zcL__5E`PGkHq!sd8B193!tg6<>60VKpTsmQ(?^?~<s+Byz=2k&-i8Nm$tPqZH+?xs
zw(j4OjNdhymG*|VV$7+?lM>D7kV7*`1K<_XorZ5n$H1JIm!aKOT)K&rOc))HWHGM-
zE}~_u9kl^&Ga;8i2j466``M0tI*Ne|X?rkuseO@blY6@I$tfh=FpYuY3R5KS@%N5(
zC>l?Hp6((j$veB_;9t_`=fma`ZCyWgL`3f#8Hc*sd_=LB8e@uWjWWnRpdsoowbq_<
zPV)pVQr}YcQZw!;kA{q$CKpl0<Q+~o0_0x}dLq`U*UX+qa$Li?{4>jRQ{JQ|f;bYD
zdYnLoZ7g@OqFaull-~{&SAyf%zweIrWln0_E83Or3;a}WyOMXv9Xwdi$Rg2ka}*8L
zDdsiNtAh$#Swky&(2t^(ZcirPqzYiER+?9X+t0+ZgsE2H6_az5skcMq5!>)q?H{9G
zLPp0JvCvJU6(04CK;K4^f1E~3Gj?lrucNpLB6YT0J$|D7;b%P`bB`gGqTD*>PnIN&
z+$E9jcP43MR6TnhOIPm-S;^C2CoBGs%YTgKC>jw(B3ZZW6k>&_hS$;SD1_V-3__<@
z9lE2qsavwBDBLkA)7DMx6r*eBo;@c^aB7`PRu!3x&gkEVoWYAh7ss`R<7@-Dd$M=`
zhvhJyRLS9SHl7{?qAAsm-q>j&fAHeMih2EG8u7$uyG=H8zc0mE=r-<=O%WE+HK&@J
z+q7X)`(OL+rbYKpJuE$uR*p~+!QV7p!>-(jI(zuHISwZMy=&b$=b!Q!PwHCQs~X|t
zW{ByVm!k9BX5~*x^wLHa@0^-`YK)W0bsR4ogHtyKJ5HvTVw&~$mz--!^3|{HSlH-P
zrp*y})IsHVs6NwM!0qlli|9mbxW8<v_UE|P=K1I6d=F`tesx4t0r1))3SB#dLU<lY
zOW=7&XxMYn?!VUSg6VdMh$`%m*k5kc_u*W^V~lpDp}CGgqb&hbG$n7Ve>Nc3KH3xD
zc%~XV=NWdWO?G1Md-{DzC#nlg9_g}O>w7C;84q!pQ;AcK2TiZWUem6*_r#MJ-|0H#
zsO3*RIqWylwbN>fIF~5S|NiF=O+&TAQElNMGT)-5;-8w*!zG@430ze4g|A5+GNKl-
zWeb{Io;b%PG}L?MXqZhT-y5N7rBSR)%BYYmtStFv{E~l!XsCs^&}bXSv}FkCrwfzb
zmWVQK(v3XK-vA#grVKHNvTZ~vs`|%R;y2VcmHI)+N=>ooNePQ~TGM}Dngcq*{~)d#
z$4t!m-nJ|}cY~`}mU)gPTIC#wrFEHl@;ghkBDa=iI<{imBbPAO=g<+`r;XIamsq_y
z(p=i8XYKF5u>S>3MPCGW((AsHC69qy|JqK${HLf@mrtbkPU@}}wtT-bd1Dp~lqHXE
z{v9<@i*Sska2c6y_8=N3KA@gA&nV>F<X@j_ff{VgwNG`2I?>|u0B-eYdkt?&wHQ|m
z%}UryxHzR>8@<$@9rt3l`^Gtq%C;H%uep^(BhD<_*%E!&{K?Ivcw=p+Fs5pWKC*@C
z0KaSUv}_gWc#Qx3u@skhlz%2hMIHm6ikv63;tVe1LT4R;%RAJQH<~m9URKGII074z
ze#10X^6ZmT`AO#2Be2x=dbjGP_#I+t(jMpUj51W6PDK+{qVEjWIF1kc?t+VHp`Q0;
z6fte{vs?3Iih?}bop+T3G#oNJ{R}fcO!jcXq8iaB<~8KEzt>=nKf|{(kCoy%-6!N4
zk@G~%`O-Xqc$Z2$qO$cEBhoyo<Ba6DzfR`+(Yz1e(S__0F&uWC2;ud>C2}Z{M-<cK
za$b0jX+H7z+@$MgLs*(jjU}K)j`PpJ4=Chv1AXv-YImEqX+C<_g~dBr=~R_3J4d7J
zsm~cwL6jUTii+f@zipUe((V>@@3FC*xyRG+N>O(`ulAK3bsJwDG~48OU)sn<d~KEk
zdEp*Pq?mhxN_wYF%j7o2J^85&6IIJMC34jbYOxHHO`V?AI=?ukXRdGXc^wI}7)x0C
zceG8Z;{8vY=ci^V%bmI0Wz<5In5#Kes1M_Pu6LrNjfk`MM1vi~YWn2z59Vu(?_u)}
zqg)%)Bi@EB{;8Z&$gyH}cDXXs6U*`5R>5x$=li+YcnL|{iK>+ys>1Sdw9QX<@{%<x
zQD$#E_{jKNewUjj`kpQz>Ye+Xo^yOrN3_04dT;7zM<sX5&{GD|xc`l8!rX7F)5W!t
zL&cnI=6DkASIf_dU&^_XJ)EC&dDZcWm0l|4_DlHlbI#2G<kQtvK<|H!OVa^VMsur5
z*8$yfb3GZ`sVVCCGZ98*Rvus2czEfwf_KbDUpEZ+v@JN|E|(k!5`|4=y5xb`R4f_i
zpNKS`b)@fi-!n(o?6}r2#X@flH9vCW*uGq1V;)TT6u&`4AJr757^svn=}X=cZJtxR
z21CwS-X+4|w<CE(6X|C(IW}}IEjfK^pTtO*5K&yk3@W{(@q{z;#87BoJjyb0dhVL+
z>ee!yBQy=tjhv9%kEuPCikvbrA9Ko(jrANLJJ}-+>AT{8aSca~j3*HedC2U0Bvbpu
zPPX>4`-~C#5WVNs#a#dGj}!Z(Y1nh?SY>wL-XKK}t*iDQ_PZDFbfK{LfA^#vh}0$b
zlTnV|t7wBLnyJmQ#@Oc^6bkoJIayfLvNW|}sgovQQ3Z$WB>mUEA4wG^w-?_Rtp%Km
z-&{PsthEQDbig;Ji-<L%jyb+-Pv1-^(2Q_uoojnjL~|$Kn;ieeIHSs`dl!C|^y}V8
zRKX?cQ{^wdwU2yIn@<?y&rcP$(e?8(f3WOrwxae_ktb11ahX%KKSs1r%BKE#IA8H(
z!QN+_oERSA`7m`sPYiL#4YP4rvNh>qS~HfDH60ZHR3u$&p}9KLQm@W`7>(YVwI{<6
z)oJk<+j3L&bWy~*t`&*<+pyH0IyyGw8?~M~dcpR!B4E5aaztDM#ctRsBbMgOk#AT#
zZ=9-FLe|b(JuhWf=EzPj@pST$dsvtF{i%daRgZ*k7(T5xph)^^RDI;@V}<`-)Q@;2
zu|%%PaqP?FcEjU(s_je@>efSirIHsL=Pml-A-7W}y>v$Dd%ZGS%Fs>G#TqoHjdYJX
z_K7;^MW9>qP8b^!<F}xR^;Cq02p`I{S`Tz$n}yqg5q(Xcq%xadnzp`WG>iI5z_YIp
z$(#T=;;Z39es0v4*X<|%N3&;e^S4l<_O@YorQmTdHj2;io?4_j&I;sGt%)l3z1%h~
z(P17-%Ko&_6vr}0`tLR;Z|MCjA6mY$Hb#UVEu0~%Kj$Y}H0R8CB0iFg{l7nDR;h3=
zWf7treEy!bPa<0Qt#R$Tx2?mUtihaLyhn@?U+XI9I;2eTD0>O$T%!wIc7WW+!xQK`
zs!Xy?^cRxt^{xQziKO#cHcOi$vG&?*7fJuV`baZMSbNvaug=J&y*~T1VLuHX_Y`Zg
zi*0^cd_L!r4sEo9^fI1M+oV~^zsxb}1YDKV2+feDzrU+PpF)OwI;tiz<*Y_}PtPu!
zvnTthO3QlBlD=_oG=B46yM5WW-wcXr8o!oevEAy&zb}S3kr~ccBVE2!Ipe$ctOi3P
zpBJmqlKWDKTp^jfKN^Lg$_@KJ_wYSEkp-cngnT}^JL-6N1K8VW>js?Kn>t(Wp5Ggb
za@0<lZwCJ)*3d0Jf4$XW8o4(6vNwmwd?7Dmuko}pb9FMS>WC(GA5&*ZZuYfb<aw`-
z+~Dn870=5%Z9U_2Y6;dxLr1eDG5hK~v@fUo=DV2dn_)Ku`4B2RrN|5Xxelz6?l|+A
zd+y{CYU(Fs7U^=3N3$&hT^s4(qY~4v`&`snTJz!cXmlSuJev2qITh&2rQa>4wmwz%
z-eW#SJVFC*@BQWbLFj19Nb=9rW5d&_nMz}_3~J^7a?RPxPXRv_(Mnq%qCQ{I!Mj=W
zTzrmfP8VYFIW^&ZghTiIzA}#w2`Y7Nl2`oLs6r3*{9m4bd*s=~m~%W-cRU}&oa5Nv
zIue7<_Y>22PzIcIk^NzU$LX-Q&jp9rU-IRG2inG!m~#<VBqir(-<XtWHU*o>#PFCy
zF1gWNO*IJPI55If*FT~T-<ofZDWUfn>!TbC@wYUKX9?J*^fHqbO@?uTTyFf|U9a6n
z=NTIpq0#=4weu_tR9E7YnZNn;NleoiPwgEo%z5Sdvz9YceEd{|Ml<cpmYaScG6vVp
z7t+6){D}Cy$KOqceg0GMJVK*vSIThby>!YKTsOK<>zMz$`IDSlu`iUPK^BnXZTZ^|
zOrEu;1-WAeqXlCugE7WB&r2w3=#x_{eiETkPtOl_+H)-kg0}C^^#M=j-!D3F-|)Sm
zpZ|WQahwxvDDt1;Nsa<*KaLn)nvI|%j47egJ&CQ9spAZ1M!O<XU(>f{$(aI)@>+XO
zn1V;0*XucUEPZ~4;`bJR-HODYiTI`J{<03#zYUsLf7E<;{+SpJIf^wj#C3S(xkirP
zd;Hyz^^Ck>_@qhl8tX}H*E*RTV~(h!eEJ%7*qB4DBG(-8H;t(idF%XCjHb?(g9a(n
z_iVAAC4VGGgKvlCS*8tVn`ykL4=mSkb81C1J(1r<f3EHmT(afF-=7ay=s23wX8zp~
zU*eyNXhV<gR$ETCkQj^DH<qS#if!Sawrno*&#APx#lVk&V&7N<OrKm&dmeK(=bBG5
zjI(cJOG;jl4nA(qOjE&$Lgahf&RnfrflzZ_%at_kw9MbTMt<VYMAXuD_Hy2fEFIOq
zDCUa4MYNPfjm|#SCq{zjyma>YmpS$AS-5&0scMbn_+7Bkr2ACD$u^;zTI_3S`XQo}
zdPGWDFLI^IRIc+U*N>5%hiW+vS^AoJW%_HF<!-aA@moZA=uFwFuhYrb@8WM8%XCh&
z(vuh?8j@ZowgPCo;=Qx4%-cV5qaf$qdowws%Ils_a7|^~>9jX}TsMv>^hb+2IER{Y
zJOwT)w%Yu9$Ku3?mPJfGbf=i{CO@KD&X-0NvWUz$(0$17Pt|(>DrKHQ<u(5@BC;LP
zZ5y$co}R%tqRLO4Zi`uu8Tr@um2Hqv+4<H^I(M@_x9LH8N57h7=>4SakEebfWq&N1
z0J%AwbUZV(<LPL_{t+rD-wj$>nkSm_++S*_6_KS<k1W-TX+0-NOU<dty~+4Vevar^
zukl)iXKyS%ZQ|8}tF}3T$WisCbK4T2y+3T;z@JR{w8)Y{W#{Q~R!W~*{!GM2-$=V0
zeekdEk41A3WQwSQ{b15PrwJLN>rI|xw3R0IWQkgl?X}p$`LeH_pel!*fExGhzb{Q<
zm@?0!Rq`cmw25kqXo6f`n504zZmVcGrTo{uDW**I|7A3yuDV1s$#tytgm(Ev<)4XY
zCV5)(I_O*{E^;c>fAa^yiHLJ*bUoI~Hm7Ynn)>($EXelNmL~6X{(jKhPlg`j(#|5N
zwXbwjQzT~8w$HhK<ooef_T(CyvDbSb$=@pLxgAS1y9ZVCvxWTB>`npkb;G@{Jd=sJ
z>e`W<6qz;O{zb=pE=9zXZJtN$>qVSH5Al57ljQQU?@8hfkq5NTy6>|$7OLKyYNElH
z7hB^>5k?zdVy!gi3!UF=WvZph-dJ>77aV$Gm1cH}J}~c)Kj$)w-0Y3V?{7k4>JY_!
z7?SaN3on}*af^sh+(L57l!^J@4+oy1a1g7<JG$kewjjyxE7FskBC2ZFd++=5N7Dkn
z9T%^ijl%4GePz6wZ#s3&r%tIBPf#~DOt~7><%yWpn?$sweCpDEQR=;Ib&QzXIp3IN
zxZ3%8XhyZ}v{nnb$9`kC<%Qm`-#r^{24%)9-YY?Mrp+si&qu_+v2I-3r5Q`bRBmgd
zvIvVZ2~g&#ZL!fDUSu(_c7E!%XyZCB2Z>SlOP!C=RuPNolv70=72K4nyDp*}f@slZ
zMYrI<*Wsp3v`?zdM;zMQ^P<*;-l3|*7T>7*8mjEgo8;*rt;?He+fH&le>|qT8vG%i
zrP{{5EK#o^+}T&3C>pBuiTB2$jgz+qSzWrBfbNJ`d+U^!^<Df1xke#(to+S-1XbGa
z(hrOF8lh>I@2lB2tHs%&W2;`jwfK3pIX2KJK9CRk<HQ49+9gfLzIc;*4Py<m#zB56
zmmPAnoNIOzG9h)x>U+0~{nl+*ayjNnghjo?ugnI}3q~C&wnc3|a7?!xhu@}ALlbgM
zd-4Y?_?fl6g!|e@&=6nNqS^OMk>%r5QKym*uDx9)-yxU7SR$q;DgUWhdev8|lT<TX
zM=a1HIXRyAWGkodF>k7(p_fyiOmx1O`)WZJ|J3|^p>OIXdS5Dm1<P5tp_RzE%_pzp
z8Ic?E>~^!BXGb7&D^Vlc`+9<!$xn1b!loP6a;b*4xi*UVGClusWIC5>rb(2=esyu5
z$DiNDcYY5^>Pb`o?kASbLH=@U))SXH9^|2(GREUxr`npQy0Q1uLG%`^`-a4%Y;=vP
z!Ld|~B`2DeM0@0tqg!0Z`vB=HV$(PM`XwKzMn+<dJVqI3v{jwPhX*b5;dEP-v)XYU
zCjXwACv*B>$B-LkZSM~_xR>rY+Pt!?p7-VYUe4u6i%7N9%~3;x{4?Bznoy(|%WoMe
z@docv|5~5;0TjQ!qXu(79(m%e)8+cw{#UMm?2QLKOojlTQ1^R3D8vxk&ktIAdZPS^
zxHG29m_uuMr0qzMt|=0KGDkvIZEwqs_c66${v=1k-}rs->F!N(Z4ZoNx!p!~x6p?Q
z?)&z}bl6Dlr%!T3>ZC&Jr0jhyjvSdkN#E-6;q=KI2U%fd2;}u~YY=^jeQ%#}bV(QR
zB*&uM*28zX*tnX}#v3y6Q{MO!$Dz|pKelUKaz%UO{lpVCJo#ywJ}D#8`DRNrvRf-J
z{w<0AwNJ>(NV~o@YfSypX@k`K-fZ;xw0uuXKy{fj!>=#jVWBdIUp4;Qm^MdX(fka#
zq+iVztYgYgM=f`xX~vmcHW%PGjj7|4tINKFYc2h{T~cx^Y%IV}P*pO?jrJX~nVQ>c
zsWQaAX5WtEG8*lBWjDXP8a!gMlJN;66V;ZF%;P}#T*4*2?0=g}GZMcZ4V3J4J-1{z
z={{x#gG`tDkGbm-OUl$*iZESzu%3N)8#^WD(!|++&rmqNHB?czZ2NgDp;8wW5_H$(
zig`7pTqh8XaLgW$5;|>4<30{F1z9=2?-r!ojzeYksL8PsO6AC=C?D9V)YcI+D^rr_
zJJE9;b=$d(rK60R?${~ntw`}B{UnXGdwyzbo|KTTckw!go)#)bLq;86YmIJjy3`qY
z1WM*e)=|<+z%2&3)<&zh@iz8cO4O7;G^OS<!-Ve1QL!zu4OL9@5-Lq*Oi{hEGfdQh
zwuz7(;RUeeA(y@fhKjjN^a?jkzp?+8Hbu10N5wj+L_zr~QwolCVi_~G2iy7dgj7~H
z)Es?@%FBqi#pi4OY)o&u7RVcv5EF-Sn-g~ah`V0OD08h8OT`rN`B1-%XGmMm-4>02
z?}qnQN8i(<RequtE!&-m#mJ|eo3D(PLx)6K?igvlN*3Qc@03r!Ym!Jr0lm1BG578w
zs<q1K7LN{`WHQG%r<|n+AUZ?swtgEv)hVd7;SX!CIMsG+)gyZr+0}MzTkI84kZNyJ
zY{V9^zC6MYVXFw%Uer<k0UMwE5JeJihm#x0-4Q712&Kj`=j#|}Ew)%EPh*GpGqJ^?
z^AEeI>aH@!=(ufsjlZ!S6?qx#Ad-)+eS7v#I}KCLMigV$pGP`-MO#P=+86)qjmg@h
z0au#6h;h|WDApBID)O0_lXMS}IUQ%e#xo&038&2jfDsK`##o99<=5}cTh0QfVT=!t
zkPIg}g_>ZbgWF?<nCCHvsT`y2a&*d?M3Q%eU8Tce&Q-R<lgT@`eo$r2{t<dh5x$zU
z5`U&dH+g$wx?%V6^ySeJ5&E5v5fyvum1p*SPv6x%h)gs!nraMqPvv}i-@5>jo;e=s
z)aq(m>*)o3&vQA)f=(lTWX_J92Ue5(KHg>NH15qWwp*#1IJcXndDgymX-=cGmx41#
zp5rt)q}_jip)c3&hG@;7#qu_nVr?u-lJjQJ<K;T^o*V*;s;ug!^`5Bs&WwHOqBz~@
z!W64^7S8ROZtP;m!2EQtcd$}foBxzNm#O6P9UjTbXOHKN^>6LTA-X5F^&#!6V~AB<
z$E<Z|QP+#8t!G>P;Q2WM2|TLn*xy%ny+c;k0Nwj|$i|QjjqLW`l<^%(_|`SOYx~Mf
znh_djIOvL^n~q$UI<MvVQ2)hWx?}&P4j0jHUq6GsVs$L3^AALi2b9kSYkvwv__A1b
za<1q_d=B-^5EH9&CdRd=c4GERdNSd1OFu<Z*4nW~p6UqiG@Itw=Nf^T2fRbP3`Y_B
z8?AGTu|AvQ@Q8OUAG;@K>biNM^1hle-GVAj<Q1aRc!KK3Lqa&wx*d^dE0&UdwIaQF
zIy>IKfwiDB2ui)N^G%=cSQkbpiEv}7oSvZkGo?s%>IvaFOBbGB=<7KO-6oXB%QgMb
z(e`hU&QBC5h~$wPa&PFrIS$^J?IgKhn7@1NlN^Wk#`5jx;ne3Fq0#9QAEugXjW;nq
z(EMWGOQ!qTAQ|-djJw{T5w%X{tYle{DXf-m0gbIG9iQ7#M*A-LcWO{lk$W(_hj#+`
zKIy5|5UMtOrM|Rve9GNZ$E5DU?m%dI$NtPlrhW)pDM+@>qmyMj*GjpvZdj5(-P<ze
ztoPCOqgg9giFDml;rt+Xz8#4kQKoKUU%hwTbomUU!O(NDlxk{;i2`=4@TW)iNh+H?
zDIEJHF`}e>Ku&FhtZE#&U+y%wp<<g6^+7);nub6t{${!}qS}%C#{Ri=#h&0D#g>iD
zb1hoBbhpnkH;HG#MHc!u`~N%#11H-(kN7>-5g}bE=O7O9Q+rsq(l)DQl)jl`Jn<OG
zSSv4EC`T^9E9Cc0(~axoJ+Z}|;%oF`mK1%LHXS@3YO4K^(T5OuH*3h$NtkaAj*uOx
zGqlyjGZUI`zz@VPzHgR|+Hc8zMA%zpF^=2UsH%Gm)ATJ{E@QjfhAY}nxbBq_<KR1c
z{=1CoNKPw;pGJpdqh<9YUiL=k_eQ6gEbX_bnaPSzolfHR+;5EJ-)+nA4|Z3@cecIj
z8?#jSaMa%v?ewHj{x&>e5=1?B<l@pDN7&A~$+g(4S))?kNsaa`qfuVW|NdK}4;w;b
zyUzUwZKz7tDW(zkMpH>}R5y*1?3e7xwXKLW$5yi)srN}M(I_EOj@&iWv_eNj$TkP!
z!pPRG$x|-f(wQ+Tb^s*4ePx>sZ=R5Aph0&hIl{yF+5TMK=GP|QIc=9t9o=>6Rlrtb
zo8vp?onJ8z);PCK!oj3&XmR$Ip~C(`slS@%fJTV=OhIuBJ~H!(msbT7daAC@xEGzU
zX=I;Lyj^Eu&>t>gTdZ!$yK{{&$K%!e`<5sBCDaD<4HIN?V(G1sc}_d0ipfx?iFZ~g
zH@g%|_vg|ai#obJPh7@Abka_RoKg{8uno$cujLr_r%V0re=-m)k{eSqqKo%coSrIa
z*UTE0*1qt1s(gA8k*}SiBP3V-V?M`^k4@}zgoikfC6bomy}5IG{)xYv*YVQoE`Kwv
zL|1Nk60-Lxn<E)xCG#WCnyTVg=410~j{dYXMRVgTC8X;J@nq<Y>Zv2jl-z4i%UWF!
zuW=gHChmf1O0{o|zhr`*TtN;il1UuCWuB(;R=-_Aw5nzNXlI4_fBKN<=(;~_ai{Z`
z>fp<rap#q6o-9ekX|gj93=^9>UJNurzofl6>LF*2M>8q0o@tB6Vw<*%Mn0mW@o9j#
zs@u2!V+~jGMwFQ;)q$wH^wW83sK#|>DrO~AeQnw@Dtb-!^=EU>lPAllwENdT(^JlK
zG)TUGQ+(?16QNP+UQVBjvBlq#M;J9vma%CU`dzb9OOqtW;n8$J>KUZxirz3LNaNbX
zaneqIJ~p0;A~)HoBWw*_n?8*xzQjw=NzRgVDcf~g8N=65T|MDCA9^L|jKV&ZG=5Bj
z8kx^OvqU-i)b`b3+pVLj1k300IO`(~rWw6^rYneyOQ*4C6!5@273SKhNVBOi`P;fD
znHzl6drfZ`vwPam5m!@?irkNjd6P>}{-lf!nddA%F+^`JH2+ei@EBBNoXO5}>WGPT
zb2_}Fe<{7qQpK)Ko5eIv-#F*4@*d95l72XbYV-!DDVycKprhoAu1HxTpDIZmbh%eZ
zZ{v02eG9$P&e9YeBLijLfz5qF?~I5$a{Fdmy|P31>Rr<dMBk6z<)hh8C@Vyl1{!Rs
z?~EFr&U<?6ScY@0kUv>N=G%N!RV+z+Piwf0NFA->9kDih6=EMEu1w?<sClCAbFQR1
zf^vN7poXjJIA?=cc?(mEq?b0S$GDglCzJ29HZgsUz@ZzS*)0J@UYTqo`Aa%{e^m5q
zp)>CdUb}X}mU}$+$HTriPXCmbG0*y*Gj*%GG)tDfhy4`aubS>7lMy=8$ecYK^yTqb
zl*OfYS~Q9g^z=9Uo17b7i(AG(&$9GaA6p<Fb!?fay`oF<9{6KyL5v7bkvnBx4W9R#
zL8p{0LEEXxxyuta!sEwJX`~%Q%4j~ezsH96#gpHWqbCs_pZiELZ7jbnblHLf-wsZ3
zhKQ$op}<?5T6cdEQG-YnFGgE4%Y7?3ziYgz{HLI5gafPWe(_rMHmCAsdLUvnzPUi1
z!FNOMwBm>*E5@O-qZ_{>2_Z7vSI4onPEk}s7$M;v(|wU}UWm<!fT?*=!-;pAgJo~J
zU|rDt@=ScD$Wg@<YQvPDqLQv<PPo2HrEjE^Ykqpq<-7Uc#Z;MUtIKsXB^h;Jfq6Pr
zP3z=lUo=$Cyz+u4C#(3{<hk7GzzJ+QS-ISxvvUfm1E404N^Y}FhGT0HVNrgNT!^16
z_S}*4ieg#xbQ^W*5hcsyh#n7_ICRkCA&!i*mSjotZrAvG#oy)L!iZWv`QylPPgJo2
z&-qL=gNC+j(*?0C<T#<AywZCeJ)N?qh!ALU6)9rwf-Zzy8?lW&ey275#6K0`P){RK
zKU>b|8!p8PJuB2X5^5*PtI?x|-74M6M(o=rAF-@QSQO=R>J{NWvfstI$JXxrdMvsT
zlkaDnd<jS2>Sa!oPmMo#J6MQ#o`X5b7P}DtRD?j;e5Uq&5}+ijv8`D<HT6hz#|Zn(
z5*Bu8q(8;T`tD_kXe2MtJGvvS0u}bPQJ-53hu^1j{4~@kSfe)ICgyEUi!V%G(eif;
z2f5x{ze0&vQ?^OUBRd;UOpBtsQiV}(if*gBx0&zmnaM1nQeG9r?3)*_*f7GM@o{?6
zD}NuJ#K@4Gx;eWx-sL~VlNbxWuJQoBIpn9obBRxPt2AvvL_Qon?0B$HukBClGSnXJ
zQ(}|$solxhO0QT?#~dU^pey4CJC|RYT$6>2^Cx}L;FII!rnpa25;yGoRX2~%SFGLI
z^ihNXjmTUJ(I+@!6uCskG_S!mN8$ZNe;!cC1J<OCdYlusI6ByuPue#1-dT+9YonM`
z?lkCh!fx4FR~OCGv%e3%yFBJoaFZLa-?N$Rgy=`3lJ{iwM3hS<Pv-J<nttgV1@WNg
z<KPwXE-`v3tKGI6p_FR|58uURfqxi{sBtG<B>$CIg1^D`m*R?6R5`EEAZw_wY;>Yb
zZ@|GH0b?Xft@vVnwuFyNS?cHBhicnVjics$Fm30gEFE10Xmr0%V=1TD>hb2*QW^m(
z@BMsZPu#cWFy}!e>l;@~b};u_V-8L2;5Jn9=k8c6$uw}<0t-6V8%&v({JQ+xYB1*2
z5&j)cTB02JMEa&(Z>Y|lDwT<P{>kWswoY8+@0ED#-<Ob4H5}8>Kd~nbw;=ptsB4aC
z=Lmb!Eatqp`r4}8XnS@vC%R!Rr*uo7ijl?oV0r@PIPxr+p8Pz>+p|IL9TOdP*a5Qa
zaPOWW?uVpgFJmP0`L-i`z7i7I#&wI`<{xk45VdCJzg&;b`Gc*bQ&dv1t=}crxjc!f
zqMkMO$CAm{#xW{2%N4#hT)D>NNrbCDgOR`M{N$A6H9v1L65rvFDl%mFi58$2{?43t
zR2{C{3GBl=-X}(;4l=);v6gqa&h1Mvd^}}*l60qPx^8!m>Q+=yuUo!xU#f9Gf~q9a
zj^m8;oR1)By^|n5ArT+x(Uw;{*4MFQfvE46_6QOD6C#)SJ7)Ei?TF-E9E;yre^;)9
z=F-TM7?t-QyRO<J&l;bF2#<2(|9)YA*|m1_oi;y}l}mf&*P_x^8#k|eAiXiaw8J&&
zfar9!p(tr|-3OYYmDA)g(so$)$H>>AbI5yfQ<(NB;+efMzpY#^ZaY!21V^Ye9a3LY
z$<J#1U2A8apNjCLI_;YDw&pBiiso3b;7HGUeusKwI~8(DMOae5${mv+rtjihQ#+QJ
zvk?}bpw?XQ((HRHk78;@SY$VsCo@}7)KY|q9#7saWx^TjyZGPD<)G$C`YzWrbPxH&
zm+$tDyDnNaZ;qcQ5t4K_#oB3Zoj%L4#F~Z3O!_zGNvsuWIFNrPrv(0*;u-f>+zw2)
zRqEer-)LTYZjcZ~!uWJAhdL<8bZ4)mhClPWIAhj&reZqh6r&G@+B*I)Hl3_&JYUeR
z@#?YYra7O0%_S(t5dZsAd5J$0(L>w%$Mh&ytJovqvQ+lFV`-V<(`k|<qz%iiYv>`<
zyu)qd&Rg?tmUb|=qAJm-glepfU5ay_U9%I=My0KInB8#e;CSLw#io=NzQyn1-<7!H
zd{fpS-I0+#5z(nN_ngy-CuLNcix_VaSi{vutyu1v+2Q**drl|v80c-~zv=AMZ7A9z
zuNpQ|_%O@=h>LB#SzGYYCC04UT#Lti+?!r>tf95#3F)R?c73p;oLpJznOLG)E;lhn
za!r*#(Jf(6=j}VL;%iWAPxaBi7&1DDOI77oPbtP7W70;)btFA`7$d2@d4-5Je#4v(
z(<d>9BQ(U#NK|=RYJc7^PlxY_443=NdBga<rte-$v4|RV*$hRl`qph#gBX8|MEOCw
zBbIvJ*>TcS3r1LojnUHO9#y2MmhLs&Dxr`rW(y*IGkLH0?kxPpw%S1a79~8yfv$zQ
zr!}$)#Aq$DvIPm%$Wu*J$F$+T>$<7KzB7;|G(=;yd(>lZuSRb3&%}6C@A4e`QYEn6
z25gZZuO^Lalu7TT%95r>b1A15zPH^ZlZs4{m-9>z9%7nmWvdfD235L*K1LgB;+%gq
zPa+<BeWy0_8*LtnId~aF#FEf&Odp>fTIVv~9Or{-Fy)_#>E;zE#RTpT%rQ?npYxcE
z!rteY*hO_tX!qLmzt@MUT}SmP&Pf|rV|k4!=(DnOjz%$YJEHhKVnpi6s@1>oyXNv!
z^Q43ad$7;`hB95!?o5w=vD>QS*L2MEmggLgIuGe>^{rv5E#h(IXAJuH=2eaf&4^#F
znLgcb_|`H7OB+CX`+hkpx<~Q3WQii$5UEQ-x5Wrs<cI7aKB&`%j-p=+oZ24^{Z=VE
zG1flVXmsOSldHa6tXrtX+&kw!_a20gX(jR|Wt>E+`8U>_f%r4t@saB3Xau*?U@3LI
zv!yZWn~A??swv~oL|8N_uc<ryD)zrIi+9f?ZZ7lSj;a>%w@nenzGH+)`+pK5a;)Bw
zoIXFt#<xY-a$e?7V*Kg5k}lVF>3l~Xm9gJh-&MQx#9mi~f&HCnPappL6Z_vO=s`tp
zteeP9=685U$f$q!)0{b#>P{F4$b9UHM3sy64v2Q?jq&F+`P5_-d!|i!@~-h>bN<A&
zxcGZSyX6X5j)nb&HGLubQ)RlX$nW_ZTek9^$5?OFP$d7%v%yy-Uof^5`%WOo9F36>
z1${r<<0p)_%t{b}qkU9Yj-nynbAKu!)io!q6-)jGJc;NeUmss>N}K$QT^qbh$w3eA
zF+$^ep7}ds?dL_$F@M8YHgdVmpWt03i+LIe9wVR!_xrP-tXeha$}tj~uxM@%EM!1x
z@sNS&DJKb!cM1|EKR2%3x4Vwr@8VoXQoA1-w+RW&xJDes6i{*ANn7e_&E+(Ig5(kn
z&-ZL&t5UptZ#diWrX(~>?CIv;R`VoAq$+<x6!EEVwI;%Wu2a<RnS@gA7^=knZ4C|b
z&%|g{<-9ZaH+Z6|Aw{%lwF9wEjM1puR9#5gW0J>HycyL!y<s0KkV~*z0gs94enrBu
zQl)9m{iWyQ!2`rIq<4<45%5IZ$|u5lpK)Sfa&(TybwGrMh+$uT;it2+h&zJVRve+|
zdpBVu!RkBx+4w__BErymigIhl6Yd|vKBIk+iLG9+rs7*T6Kkd=Jm`4j<r};6@;?i-
z>3OQlSUlgQ`E2PKs7U<6op{jl>5$d&duNvR=pTcbzEnK+tBsHho%Z7(jV_h>Il$_~
z5-nLQN5-+AQ06r|Y^jd^Xy;^nCjy?@H&&TamjZe05|3l7u~l0`&rdC3)#gHKquAj)
zM$6l0ai=yJ?v`_#&%rKZBGN~*-Z0$kVZ+lErJ&#s#^pLHf;H#(9#mv91H^tu$Xxo!
zzO_y_$9T&er81B7rJX43czqjczt%i#8IyJtc%H$d%i1g-K32~-ftv*#1KDcNWy!-*
z1cla(W=1%J@q5;sxcoCyEPmS{wMO-}mr(3S5$J(+Ouf-m8{=yEo}2*(5}P_^?+<ej
zvCQ^8)2gZB(Yl=AQR6qfXLkA7yPMtSCz|~;t^EVBRK-ZZ!R#4xa4*6$d;~o_GD(qa
zxh~gR>&A5X#569HNr)a9h2kvv5u8#?t86rW9lelLd|q0GGmZ@Q=No;0b1G@$V=m3)
z@7t_<Y+-Y*u{RoTl6$n-d0N^8g8Z<xKpM11tew8g&p190_IfNo%zwQ$WTkD7#GZR&
z(kx@r$IF<IxwaU$mS^w*|5`jtXDyN+;<|n5qkBAr1>KzZ8sWj-?}^8|3KO1X`m|<8
zYI#Km9R7{)?2!+swOdSF%6@XviOn9^nP-20#HYRWAbl{Riz+Y5pPvE={(|)JdWTux
ze0e%4t^w(TkZ-~L3gjb*7jz$M<PCF@;{1!wSUGyGl^XQ}G2PBCP-RAzCM@^ILv*Ch
zM9B<2H`L~c817g^h2LJX?fcS-sU@)0b~Hz4EY~aZC)#x~=C7V4X?i*Gn(OL^tr2Hz
zTVf<sJBTOJ-}XE0R0gM3MNiUqjcKAA5caHiubr+j8Y~1J7}X!}l3V$k{g+#7we9E|
zlV>vgWOz%GJ(rT296z4llxlhsQ;nNF@H*1p{?)7+UUeK15}i!{^%_j2&!lgi(hiB*
zvuk>rWU0IJ{KDER8`L-ZzeTcYx+KM+_#Er+N;V{?jH;9or^p<_sk<gE*b#KJtnCY<
z6`il_E5%2Or`6Dub6G7($}(#GRE$yiu$r7J-6#9XHhw$)Q5~9=)1ULNtTU<CcobB_
z!Ld#Dsdmp6$6CK<elg-Mx(m;0KYB)Yn8B9_jk5dcZ(^FXaJ6(Q(sw2ODG$8H4z~IS
zu?2{*C{tg9CGwhLt=Oswuyj*<{F7;>r5R(ssf}CtPnBdwJCzdcN;zS$?5!)cb+Cq8
zt&$VJL3;Zn#eP4KZgEPVh|W|inpnQlca71ghVZ~5CMw8}%(iKR`R%T8_PX5YhUO=R
z!J|uZYkS_vvreT5lWz08IYgK76cwFPZT5Cuieg0COtqd5Am6=@9}wYEHv5HnN}PRB
zj2g*@T_vlHi}bv|cYz5m(g_*o{mCP@aWj{Bu#Qh*M77!-itReQjbidP)%#bXRI62K
zL!_B|>ig^m{ZBiQ=&-n}j0xJ~Bwy39OZG<lEUueuwdI%FWJ{g`xbTYUAmR7P^5`~a
z=9>6j3%%mVY)$61*Zth4iE<v2um8aM9*8gEe_c3BaUWapqBmK?q-jv-vsC9NhsMtN
z<I%a!7dm28YVK2h`g`+hEHP`eYde{mVfFr+Bwq<nH0c<BR}I27UTTgH+LR_RFMA$i
zySj!;d!u{`DWcPne1j+6F@;9W@sQOx&K8n|AwRvuH<u_jIQj3(nxIy~migw{q1>~{
zDMscc);~3JoquKx89LIZ$G^GIr{7w3c8rXUV>Bw7wS{J}7G6dsix}y5M}VKzW(#A^
zFXK_y^<^p_wX(F8hxC1pJ=0~s=17m8JLc<7WB-Vr2?iz)?~I~Da!2SZJa@We=$>cK
zH(qt@1-9Pz74sSii*d>Rp|`XdxNMc<vy{tB&66@7=bT%=u{KEOFFr>#-<*G@gavO2
zp53*cxcm+n{X4xqm54{wu&6f>$-u>!B1a&>yX9O_Pg4w9s+k=jE9!_#Jt$PFsawbN
z*<WI~7nQm~x_6kW%i{u`{rROHQ~bz>cD9)npfW^N5lWRNO!w!UDtXD~X{*jl<J{?_
z=~K(GV9Oi}xu3Oe#{DV9z89fNeHfzKDQQI|TU|Zcc!#`GXG|RB-mI&DGvzkWokvET
zxgO^}S@Dtz9$HHlxomIu*H~bJliItX7@@RD^awwRZL-)G;aSq2E#7zDlc8Bs@`P_p
zN8)j$e7^iOWh`QgvNs0NLI`dcMyOKKkZsl^*I+zB4)9IKv^Y(5V~)c&h2FeCc*AI-
z-r<--ZB!|F&^em=E|7hZsQ&I$iD}UmKiASiQN+!`v!KtUucYFKyYH`ziJs(=>bG5%
zvuFPA^v+gIrGwm)cbn1=T)NQ-H1l^W^%)5Ha>i&*5h4e=gFG`#HxN@tbc_)1QNxVo
zr3DrHJe|J6sV8$(^t{LxDz{HJ7dNG05%IhH^QS=Oa}vwQprfKOdI|gCgf3GG>WNdt
zbuu}8Q4oH<HtM}Fx@o5<b)}wMEy-hqNtymM&q4Ku$pv~Y%QtDX$XY!r_2zRQ1bv=8
zc~z$!waey5;|lwPk#Krmv^}1kAa`x{?|4+wPt-lo*Dnm0CXWAZzv8`K4UFoeTD}3U
zMS~K-Oi!9WnM*YjWoXbN=S!xxgz09Tt4GEuCds6I-dG&*z<#ftkK|(>okWiO9ylbM
zjVYY;{WN*)xo5@}4f&<f3lIP8u$_QTrY9!f$DcPmB(jNr8MF}E;B;8Dr3oZ&Efam;
zwhKHnEkH-SwDdQ|$E6(6p86UOjx5@rFDUirL1QlMx!Bu>0+D>EQ+t)vhEvR;^H$Cu
zZ1MQ<dfvD5GVZ1L(4H_gMVvd=il3WSq~3`SdCV5dIRg3(@vvP^nCl>`iMNgKcF+Ds
z6har3^PPLjGAAC*{gY{CFtMNVrePtv?x}(Dci;&WW3J`dU@yow{W|>q*Wr{?g?4We
zy;Re^$lJ`l)7S^nr-%Wtt8;vG+ik<AY|O9r4tOUK?euS^@5N56VJm-T3+*@|%<jO|
zzI=`G*JIQ4lX9{6bY%bkE2LiE-C<i0dc?pigR<_AjLS@FF&BAM98-5rG~IUd-MNb7
zu#J*YuZrv4I&Ae52fh25YPF2wpxTMD?V6^?X;z2%y&;~ahR<vuRs=5_8^XQ|-}xSM
zf3E8;r-kTy#3xIeQOQ|j_sF#o`LmaV-|JJ@zEk0<wIVI?+7fSb8hJ#*o<eS@JYU?d
zv&B#H?HqZg>vtD^5`MF1K$Cq{cbIZUR61iGZATJWS0a0?Ym7uu(Q-7q9mf)XVjSx4
z^?n%6T6u46UtJL6QQyh(Zq_5{qHNWvabP2;3^HG%yw$WX&%MAlYgf{VvCPuLh{n5Z
zS{W~f8^hzd=wr}m>xg<_USGt`r5>*RC6{QKc$qj*anGAU|CHiFsOj8Wt|ip?(lN(0
z&CV80-3^TW!V4Xryj~h`tL9NRC3akUH=Yf){#0m`iGf$xZ(^Gg-?-6yZ@y{YP@RXy
z)cO8+d@`EMCwX%5O_4(1p1hp8JekTY9$>QRbun{qZ)bdl#&~q^-YxS5zqCx}Uu{b4
zN2A%1ImQw)?Od#r@%?num{x42;*Rh{tG^kiHA{Mb@TQXw$Ir#u;TWu%O&(*tInkr1
z#>dWNS)X+c)<Q9Ql%{${Ps%4#l`YjmOB+;rcQd^;55+Y@x&d<^ij=*lF$!gh>!${$
z)v&Tvt@8@TNVI>T&Z_j*mQx(=CwbPoY-?L2wT>^|-(F+!d!k6^!R3^k|Cl1bF8Cfj
zBcB)v6_#2V*&huV-C8tzbICU!T?L8p{wj5yuoVs+=XJwUwzf^T<Q^G(&!vZ4jCa=J
zL6ZYJ=41<t`fbvw(w;hcJ;);xWyIU%`|7#~3tQNU;{V;Sz$fO8!1Gtbb$|H({+>;Q
zi)nayV07hBonOb4_o~L#k*R%(&t{D2RDNoV2EMKFDL)}KG>Jb`LgAHf^&xxL8#&eS
zG`@Ri{MuhTPfr-x1<siEo5d2`rg37*(0hQ6V|PP3<*NGCMK$}Qp?;)US}NZWO<K3{
z*3*P-AnHzViqTs_T@TNKs<Ud4lBDz*p2wDBf6Us2pc?_uk)<7ZeRVZ?x+F>31FI<-
zs!I{~`fkM=e?OUCva8zh6n!^6Ab!5<Glr!tCe!a$7YV&b*a7ZRE@e_%rY%Yy`4oe+
z3AqyA1R7JJMcbBc)R-dhm|&d_eY0+$z(=`jCs5s=Nh;Y3RTtOy-5*)Tv}Lz!UyWO$
zk~SECnCT&GW4Zp?(<+u}q|6pP<vhh&wKbC*Yk@KrZUCc#BrMUHYDH4ANhLmgW*SUL
zv=hp!`Z1;!Pm>co)sf6NT(d|7*`QYBCku;1R(t)dw`~BZN5cIMXnx({v8;bVJ$=8D
zZq=uj?L<x$a&}0|zA<+$!8`#C*+eXWW@9+T&M)t`$Uns%c_s?5Tk&iI8I~5SQKD^*
zVTx3Js?&LIwp4K!Ht!begT6Q3uVGYPGXIo%+K<S!=ifc0B63*g*XQySYo_U$$bV{G
z3h~mg$2oR(VB)uydP?$dtHGGp_IQ$i`<QZyLGsT;TDIgJPAOG`)U|B+1d|0R(eAlr
zM1HoDk<(9SxAhLYoa*a5){elOe#=`<k37BVtBMfHcV>bwKEX%wo8I*Jq@V+p=V0EU
z6lwJK9rcZPhsmbUw^i$3_m4eeMBE>Qm-O7UA3RQ<DrI_dDPKRaxhJ6~({D_a!jDoX
z61cqAG}0-@(22=o{I}n~)4T4;9g*cNQ;B~5tB1<#1$)&lwo8+;EsyLpavwR{xcbXf
zY5#wjdq@=BQe?~2?|mu>r@QU*K{qK+r#d_Pp70-;Ab4h-nvV@Dchx=}{@mC1h;>Lz
zJA4jpU5e52Qy!a_djVSX*piQ)G^gt^aDFl9jR@!Icr8p*+MZhuvUIZ~{@MQ2LdPnT
zT%$L7N2WRV@XWA55A2LG<Kwr`oQiK~Ju(_~c;@{xCCRPvy{D4m(hYU!B-mpc{}yck
z4&|Jf+UR>Lz&0H08X}5JJF#L}+27YBuR^s<dWW0^QzM-4xK4D;`Ie9FnCj&C2)(07
zkqI<xo!h=rxA_s=lZIw;l&xy?!SZ|J?pUJsrxG;{_2UZ@`#sPL<RSQ#Seif8pl!*u
zmh@Mwn?Q>#ah_fc3KIX-Wtp_2tVTE2e5OPrWe$^+r3uWEoVCb)?yYOOyoAc{!XaNT
zyGwnP8Q{`1N{jU8sPv?Sid%8s+rdxYhJ*bj@{#t47;-xDB&G<N43OM0?}!R6C*LuZ
z_0+sxQaaV`QcY(vITn{{*<xk*Bi-4*wwimAOrNOca&DAbn)b*!5PKk(p^q}Q9t$h$
z!)8h%J91?am5%Ta*p=c`;;fhFV)m%8Xfrp{h~p}ddS&qo$Q;rS<n&_hU!TtDMXo5%
zrC*MdF}_rbPJf@{L0WoCR{Fj~FQ&|D?AuZN)9xMorfvL#TD?0@pclCw<S0c@$|}~?
zoqE?4V?^>%YHoEzr%4a_eDr0td5lO=!?<P>S2XvL@j1`%EXmuc=lH2fR&?HSt6oQ&
z_>^LSBieBKRZp0IB1YAB2gLk4U8<Q()pQUZ92Jm=LjCP-Od<N%&`G-IAVRW-+-Tp}
z_@+RixM>u5X*9V%nbUi9=KJ@4u<Q<dqKVdXtnAWg(*jF!m1A|Oa;hEE^(%SG(fG7V
z>=TG4*DbPQ=V@<!l%vsPUX8}yL&9@Bo-tKc#kEq2W8@X~r;+R~80t{9p1@qHc@oQ!
z>SQ(Z8ND;7K8>5S0eV;(Qk!|{!z6q1)F@V}y6(?6yf@EJXnXM*Dq_IBrHRUvdzJJF
zv)3%9(H9mQAA!d8(H-;XhyqG@=!-uBk81#Nt2_mTx3E7R-Absun|5}@zDVntkE5v4
znTIwdo15ELsI$KeA<y1zCjCg=V(F#|>Kl7=4(af7M(3ciyzxmphD!L*^fu66^wjc9
z)R{`%7DsSRUQzvQ_5K>0u1aN0@Uw3XGNi85@64i<Jnw4<_yF`6gN!bj7sb6jx&4k$
zw`704yEwPBoU?tqi(|yGK2juG<_&tGMMsxzVSj0{#9jLrb)&n-XUH)Ttk>bZlSy+p
zWVpzgqLIjjMLBnHww$<aIMI`6fTbC!b|ks%$#;w>hHk`?D3=`PNL!JV@&YmMxZO*(
z<FRqzO%Nk;R`Pd?rL^u`#T3yE6D~X2%@bSHzG$dBqETF$u~{`+Y<p8B$3agLnTBud
z)X*nYs-f*m53e!)G{h4xY@c?TNIwOCG@EpOf#b1hBzns3*}kHerh$I3I4D9DX^I-U
z#ac<XQ4nR(2azO)o42*inpst3nVn_j-PRGRnv)eHFQL*lQlg4D<KdnlcD&}>Yd;g?
zAu1%tc$&^vbS+y>HP7<T;ZKQw9<8p?sqfie#)M_9;oWhVR5AA2Y;@X=!y+HL|IHp)
z(L8U%lO=BHuFU)sQyN`vCL}(6`FEx&ns#f^i$UK5c7!}ET6|ucy&SUb^dkGLeFM`o
zS;8kx)wfQ>eJ5-L#am69fM^3xz<pZzu6`>CIht4Y6X=gAZ(WzhcB95W%0ELLf~|$*
z@EsvL**)WTw6@C8_)T1R*5Je@muK)}>y^KE&69{WcnHd2A>nsT-a!P%5_0C$kH{m9
zztefg<gTJ@kYS0&`zTK%Phf&(`)JaV&Px1n+OWw1+Q2z_Z_Ar3_Ld^{&4J{Bq2Sze
z_fO25Baq+)u%n%+j?<u^JIk|-YZ@n?Tq#AR(=#6Dx1%#e#sU4O6Qs>y+|Lrx1|LD+
z)1$8-LPMW69C9?iAuB=?`9`?})jo;QsFQAwvz%|~(31!U9plm|q6;?Eqav#3X<tY!
zonk#Qm7zSd&65ZpS{QtuGbcl>8xXjqA;Q$Ri#En2f1eWuz1S;F6;H9G`orXlMED}v
zs-ao@8Qm`Z(k3{^o>5(PgpF}M&zv%4QzVMEYhoijg8k7X?I;eF>Uc+R2~S>e<8qDj
z2rQbW`PR<X^TA_&cJ`Io)3tq%trC=LPNX}Q<=Wm0c0=wjLE1Qs)JP+(Rm+dy9r|&+
zHTuY0WXv<=i8WIb?_BVc-gBa_ga!K4)q|+5IkM%-lRmZlnHW#fKug`u>{i?#i*|<U
zz9Y$VZn3Cw?0v3$=Sdxx_CHg)P3?Qrg|AHy(!+};JoUK(6}jub8XhvFZ_jQRw&m>g
z{#F%KwfWEeW!krG$gjqO%_W+%8(W~7Q=NY%I_Jv2eraBr#~W`)k`!a=8v*6s7}+xS
zIO?p|{`_K>1(gQ;>?apFK4dzl5Ov|bxkg42Yk_?yTU*nkw?8J%{Mf$#bdh6N)<;M1
zPIW%E^OkO;J_5z5Dnii-(+2mOgCEU?kB5V<&ZYSX9ppV9HPKhw2EtOtDAI_WEOK?|
zL!EXa<(p^U54pQoPt*4xeY-6y6leBJsIXqX-9F}2OMlKb+GwvmIjONGEY~jf*E&$8
zCI;N!miiQW@_S+~?M)MK)Ozo&k#T*NNBfl5&-M{<v37#gM#V>1a&;tw$U8hVOU|x`
zsK50XOztPw`4-&K)}sCDWr+Kg)-zB?M1bS%VW-Z_X*0+;7xuN~!t%Y5&YL#9lm8S?
zWTUvf-K%Z#+3UL9`pe4{i8jx1rqV5abSW_1uKPXcT)=B)ORl!&^7~j{?~PU(Qjv}}
zys-V3Sv)#jwFP~7<7VF*E^^+om)UC@>|6WI{?A>SR8@6<%PA<Q8luw;{rS}Xr#&I;
zGJvD8zm`{?N?wr8PEG!7EP?77sL2vB)zmkh#&4B1N&B<?jFOj;ZWp!uegmBppZ<)d
zJ0qOYjni|TPR_;k&zOp@2LHN@Q<+(9?cfYhHOI?bM@ody=8ey>OD2|)66-5h@pQNg
z6#xA7AcZeNZE`d=BAME$kiIja>vYp}_#Mj<U`g?KsJcrg=-G&RYLLTNqH0cR{+TtD
z+#rMJL5CLSsnm&t6hv~Ke`C#)HB@fj(0%AQSqe_a^NYP7%q6`TC|cIgRG{Msv<74T
znKjhD+ut=dQ$U)+r{{WVLD)*e-1L$7{2pe<hXs+3r@kucMCwQTZH88~=$-dl(&XrI
z?elZA+C!!JeZSj!2`#aZaBs_5#I^Wk-otsF_PO1`M#mizNat~S9Ib+ngG@4;rrwQ*
zA)nhQM^<}IZ+X&7d<K_dc_^26+43*aTXvie;gcldr1DW{o(HBIZ<{wg)!LkikA{<+
zOIuElxdkTYKBpO<S(Y~4tups5rus$yYAYvm3$)HjVpx2y=?TbDeQf7C|M%yVsrOf%
zR*EQy=-nH{W_g{3bBMN!vkuG##^+vi9D8;(PnIyH+nd+AP4>_Z5tUMohV$oEA>M~T
zm5~hcTx!>4{ddNT`A>~yJw`^&r9PiUFJJT>H9X5dv&==$K-T1t)Wv)ZGVQ_DEjikn
zmd+sl#^<K3*s#^2uUdG>H+gK$jfD5?6vj91wP~x8rYLjI>-Wgjl3t)wpIXVBZ?POt
z<tP5k5+==Tg9(rKH=|PGoBnNL12PqJJbUO)kEF}<zhom@J(%s(;muu&=5&D`5uf&<
zi~5D-mC}zw^!_B{6}Lyy191$mbbA24JUd$>`W$6*`5xu6>HJ_bf^INSBvk6i@4G#!
ze9Gvx7doPEVzU?#K3%RK_mC&1+ZE>^OOLI8c+5RE6qdZp8Z@yrEYk-xqEE8M<ObeY
z7IchDJ^=A+?#bo)GDo@{mrnsDTw^?b%8s%ip1oVPA7tu!_kAgrN>p%PSDW@8T3kn$
zTzn5DS>c=)?N7>b^!cEzed;x#IwjA@ClC!VZ}*#7**KoNtR!ufY@e%09L;HT9N$!N
zOS3S`oWs*}dTou6^mF5%!cvT9C-A*IGvHOO8}<opyO`(G97pU~<lk2FBuAv~5asBp
z5dFjCh<Nwe;IsJ_{+xqof;L~EBu{f%O((n}1ikx1rU=NbtAB7Fb2w-Cbx-cdR%$|;
zE@5(-u`jeQFR+b1ZFkqQ)v^(#dAogSf;Xl!gx#o{o^9h%p2y<J`~>;zvu?a&PaT}1
zXHm1zJ>@ok51vdBVV&iDt#4b+|Gmpt&hhC1g|f$-9nXWNJE5K#b=aNKlR7p0B5Og^
z_3Kc7q1rN@!i&+gScGU&5N$c-6`s3%Q)~b`^3Dwz@jKG=t9=@LoHNfiQ#X2T&tjx4
z{LGQ+$sDP6d?lRZ)tHUe23c&zGPV{fmh&KEStEChcG7et8-d;$-L#ptuY|>?V@fH|
zpr7_elUFbGWR6DFP;Eh=H-)@^&bzf)k5-*tb0*Q}s@RTE#u8o=iN##Xy`yxpJmMfm
z_8jO^77c3T=cXjB`8VfJaxBC(%nN99W=xHi^Ik%kBOr<=y3qY2$J~1e3a{g-cKhO8
z?W2C<a^E}$nF7rlqT@JUE-y^t$kq}Us^{h0IL0P2boT@M9UV^YFQFmzR;p32MQpu$
z#FpN~y@sCX`^x9r!IOA2(3HFqy+zImS%A7u#=bSEHB`Q(N7+^6+qH1iD~x97tK*jO
zX(Oh(DcRhE&)DBHi#75qv(ws1#VN@-D$8}tP?52JVIH;opd)nQGBWDDOfdNLCcQ9M
z5vQux-x*Hg`j~D<N}G4<tmPOv1xM-*<@SC&Tc*@;h_JipjT^(cV7ra?6vsR~4w?G|
z-wggOm7>!lQuo1EgWbh<z{;K)l{NuNCoD_Vap$jgs^?f6q%7aq0*&vMEk(L{ToK!t
z+|$mV;ET~G>RaoQPoa(R?5vKv%BYCy-`m!Y7h^5sP%r<uj?V9689xdUaZ+uUa$ldO
zL??P6lub$fmCDA^q2XSa`!^-Y>UkbZNa;2LDgEdEnV6eLpz+Ed9U9v5AJe99uQ~7i
z(kPHl8<|~oM$s+82IWY`dr#BlI8?p9KdW2oocEqri@sgmnq>WM4t@6cz44q=-`Z!6
zMSia9oroWrG0Ag#H6BU)nFxhWHB(IgRgelOk=N~GJ)2vA{7H_2erUyVY>WTU>M-L@
z^ZfL-BdVnfh<q|g_u`G^<tLMx?^ZDGFU?F!xurPv)|H5Z%GT7~026Z|mz0_(F&3Zm
zS)&WlfWBp$ml0QIb1du~Q`Xb(SNzUS8n%ExKRH8^#*&rGI_UO2ePq>rd&+6812W_t
zyi{e#=S7+kn)L0InR5=gAP=FOlIlWKkK$g`&rEx@c@wep<!IzByR|6W@4ok{<v6&x
zky{u(3OwY!y$5_4@6TV8j(z<pkhnj!eEZhEIM6LRFL>o?@{L?xq)GNh<J|*m)$!Jj
zirD9vODUceXE&D8cHbe6{^s9~=iqg&C2dNa690=eRxkg|90&cx$mlPFoniA_BoX9+
z^>1yne|4O|`eBLb>?O{BW4|J)ITG~kzSMx;>^>(}<^QF9-=7=RV(XsMyynTAFMh`{
z(ct+7cZi|SjXGr5a@z1Mc@z+Hpaqd@)f|!Y4T{BCnpXcQMn9*O_lD=l)cx$eFFDP)
z*LqLMrt{Hlk?zlYRP<E(RvL2}C0kUE;gE~i*Qk-0{4=1yH=>gNaFS=h9{qIjw>M30
zq8qfow4Y@Ts&~Ilss3I<OYBR;>D{z?8|LoycDY;~Lq}|sZ(L)WAzM&#l<Fh}Yc%~M
zp6$<bMOrm?HMi;a_zm#G)uX8U3C1$W6hCM4XN#@iXw1dq(5O;K_Zhpa;HEbBB4^{8
zHT_?uT4LXhm}Tl|-=F7lW9s#_M`d2p3xtHp0uV7j9;#z8sy3dMY|#=b?TN*kpuSPc
zA@<JAFCkJs@#-LwpH0r$Z!S`0`WK^?x*^b8bp6oXLmrmr5nu7<rOo>IsAVeRt>U}0
z%ZYm-iK#fR<MR?B>}}yo2%&_>7Rx<!&?}w=5GBWx6g5xA6qwq4-`q@YLiEC}m$EiT
zqVfn``L@z5KX2c&r)`N+zAFOBVw#`KGJQd>?059Eo>sQ}wpwn6qA&6Ba01SU|6-?>
zI)sj*pzpGfJ)n=97`rsxvjr8F=6yR~<nnYPh`Qdl^F}8B+C&G;PXLq6^u5cz$6V|i
zjg&M56Z;;QtZ9h8Ti?oZ4<^o{c!tE6I$PRkwADjoE`a%otH3X6)vA0cSG4SPwb3WZ
z^H}Sb`Ssb50a3MhO@?}BCQ5Rx4%)RYvNrl`l^?bl;*+M@z$s5WIak$irK96Ld%gK2
zA8y`P$~gxMGZ4h3OgPFbP^LzD^9X9i_}DpxCi2LU{c!jy%am)As?w<|Aya=1eNs#)
zX-<^S(sLJ6tglyG!o@8z?-`xgd=SUdtvSG$uFNRlf!w#r0Dk?)yX+DX1-erC4t)yw
z(m5<e&QwU;o{#lkjn|uhW(ge`#~Q84)`3_$^6#s8vV_TJDC+LLqWapigMSH`&qT19
z7Ribu2C5is{3~hovUEw0l3~CWM`w<DhB(qE5-nrVHbXp=Cw2m^ij32xgMLrAUe7jt
zICWYn6=!hDa^yYJQ=Jg;j{JzD+oA_zj+YTB+c(8S24T7p#gX*g=;>9hG(|;chsOin
zxfyr<(dq4|w$La3DIt-)A9o=td*L{J8-nIJOHo05l7)3E(ij)@Xmq#t=;ZQ4tkgH3
zLOy>^AJr(47F8#qkMFX`F+qVgncl)P#lO=$-ZRVTy|xTNdH?TG$nfUsJEf1HmTEV@
zHy=)S58(OI0sn{4q8vk~x{idS<cZtA>$%1ar+e!qYW_$#ykZN8M=t3c(nUcf^K_@s
ztGu2eU@xMdKyvKN`FRFblR7b4WMN-=x}RQqE_>Iua?J`N^+_dtDvuaX4{F^FIoo$5
zUu1iTowUn?nEBoXN7Wrl1RcrS5vaT$n@E}Z78aV_2HF+ov(>Ln2B%RWJ?p<4Hiout
z|BiKZOgrt(z>12G5w&`E&*sua)kql_<;vr(RXRAYo4s!9EsA}hh$>)FMzJpD!vgJ%
ziO3k8|2N~4?r(`WMMSu-W@2&>Kd<H{5|H%myUryCJXoF|%s=ocR3g5JI=w4rIT~US
zZCqHNA?{r}h|r`CtEIjsx{mji8ma~I57@Cp&F+!u!YGQue~;ruA?y*Yus2QTTlExl
zG8secSR^<5`%i4Rt&^K0=tKR^Yvigm(d|jR9`o#)X}>m)s9q-{6+YL1wNe*QBtdv8
zd&ilefkHJ}kgDk3TA7XCZa?Fbj(>jL=n}`R{mvHEIM0?WpLDt@_eO&~^tl}6ZZs7a
zZ`y|nt(H7~lgPVZn-pigMs~onx9ori|Cz{*9!c$ZqqZ68LZo?LTS09Q397}jx9tLt
zpRGC>I)X+XZ|5Fr^5sj~n$GUMd8j#-IvL+zKeENatw$XXv9tTqh?xQ8s*XnZ2Ychu
zMkAyqwjp@8*G*gO?VnM(asOk@hV<>ppUy<2tUD(fPEpySR=Spv?5QKmn4nSA)js`+
zNQ)msHDy59e8XLLchCM}e)f|gN>hbU(@alndRJ32ajxbltk}Ts467zGKFF*e-U`y+
zatdR4nDQw}+f-APwD>V}QAIw{<;#pNqDTCO`n#<$TbVAzkO|9IC&Z%7xPP>m=)V0g
z?z--4XG>JUzpb+&$4HF&mu{FRNmiIzKq)tT1RkP6^yCfmXYq`fN;;jM!NOum{@wHp
z6H`|K4?f6$3|M|P3Z2SY(4#_B^e4kWPshUn(d`rB(fvnIhS|-3oE(pO%l|asz;c#y
zocn8HdKAf@-7q=+j}vl8H`M$zWE4*)xypvuOz-W_89XjH^W|`cxJfgv${nG3!Gh-f
zlj++#gPr{KWU?ZyJGG#6gq8c~kKmPR1z#HqYU5O;(R#;Buuo~>zNhc|PdERjNlUac
zlge1o*h=(_P-A>vd)hY+%X!a}7!euO_lz=6%$_S&jcJqrn{mdl#$zra!ID2SoKK4!
z+8>4DcH+5zng^I}q|=6SI-r?Ye_N2CHhlR{@g$~_=8O`*PERkm#`X$L{-u)_%Tdp)
zR7@eS(=At7kkg#*y=7V*JBd1XEJuBBkSoqwxtpjjvKRK9c!A@6?!;Wj+kA2p(;K_4
z3Jz5-zcqYJ=HD=SsZS`D;=cUJsUj^zZzX)wt^jI2+^hJ){>RJ;n*+EF;g0?4y~vt{
z&<+87gOa7&7r$46$ue@6{bRGb-Y+!24PEx4|7o1ll)4zXmmjSI<u7&;ko{Be_R}Gc
z|2Lxxx&RHPuCG&K(i{e|j}M1$!rc!Mb;xTw$2==mBTKPo^~NN0st<f31j!-uLY4t9
zSJMx8mUwV<N7L!J<k3+#jru}r(8iyM(8~644khbgWpe=URi5T<>$Qq)Q-n(0glio<
zbREWTDh@k;<L}KslOxgHkoenl)#E#<J8sN5^|xaSBYERrn9Ex&o;rkh3(p2=x(v?V
zzQpugsM=m*t@o5HGLgtT`Fw3IeKPz$;#=Q+3UkRK?o`&IHjaw*Pc9+jCwcd(rW|uL
zP=$N$*cigpqU)!hho|wx<h~Mfs+`VLZt2Uwllj(Y^U^YqUk+1aR2;~8`2_Cr{SA9+
zD0-maU5-zf%6*u7o-?X0$P>3o=`OiD_WOAEUTcLWJ`Z!r{@84&v?H73wVg1|+A?Fd
zpPptSRTJf9O6+@{d}Cwox2;7Ad(b7#_Ia<GGB=73*jn`5<V6u*908F3?$56=F0|)+
zhN6_A+#kW#uBUw@XiSqYhVz8|ROWWAm#_D!VxP~wceC{Mw=p6qef97Z3BI~#Z4}Fv
zdItJ#h<#&vbxaXDgRq>;TmBaMqx;f<Z%5<eN5o#kz7j#i#QQs4J`QMrCT!Cku>}2M
z9H6^KyQMsjul^}%4>shEKQs0>h35KD&ztMB`1|xJ#Wtlr$LaSuCQbOHze_l@&4J0D
z*8b$!9;ffZe{vl151>t&TpQCU;c|-fKEJ=(cT-WugM07}7joh8!Lhm57>`$Z$(VWm
zGp0>U{jsE!w#w$8`OQ3~Cj({J3Qx7b`8JN9*6DK;CVE%#HnGz;?d0DX@;`Ua{%q)D
zYW3{BU80tzBBcZBkgcEiK753ePP1E<&BtbuQ7qH!IAp{QqFEiXqvTB8F_N>djAl^m
zmi<>z;M0Pv9feMHW6`Y!9dAR2xNBI?mDO}t#-I7$cJlB>=r8@B_UkkIx5qd2T{Ew7
ze5b-S^YI_pXEdR4-+uSp{)L~7s%+f4HhBMRsQJzQum62!aqhQ<`D=^Hzp(#)WK|C4
z$o`+Re?9vb`-$=Y*kIy+_IGQu`utSQyHUruYr0Yujl1@%>&PiSdd}J4l}kqcBu5<U
zu6BH!e7XwA`lw#S4yq|)r(+Gi9C7@l4KZi!;owVg`d+@n2~FwG$Ah8g#SuH_YqVGV
znKqoteWcp^8fA}`Rr->Y>3?k!i=2}EqasIUn`+l1`+Y10F`Yzlr+3Wr{4+Jwr7nRV
za@R1vKWN*r1TZO~d_j^1=RUvoog&$emyFZ{qw44Of4zm?CZ=tyS#!G8JgLL_%3>2y
z)xEtO8GdokEKm)y2WCsqN<>vu(wz593ZtuXl+fg8*;Ll*(cp33F*^E&L2ibiw!oD2
zZ9^5IB{wNP_SnN#L(|7*k6#!{D%p?CuBzszKWTrRZg$Vn#=b)BDbJ;K3)=Z6XTM<}
zM;S{%E)%s+wxGN_XeMPWIqBRF4>jrktVMbZJ;@BAP3uthtP^aZC-&)l<WXXyB0Bcn
z^|&431LOPiq1zzBcgk~vuQcAzzV+PXoX?-+o)%APsEEITr%BZQ{zbf}Tj<myLB~+U
zZ!%TKYRy-}$$sC^Y6lt-PRah93LCZ(O(Wle$U_|q_;~k1Iv#H;osM&?Sa@WU99Znb
zMf>G)+nM`L@n`C!6Z`$XAyRiLmJ)PShq0Y>4-kR83TTVBbhI3d_n^OT*yudse7QX;
zpM5%v@>9I8C7PmD&H|amKjyBI=-l_cg{DRZrYIFBD?%b`&F!V*PsEsWPh(%oveTBz
z3)Yf8#rH4z6(ZXNMUR$KZlA?3Vr%I8mc2nP(NTZ0XY>)4HEVvl_on0&DSe>uorvUn
zLrZ4sp5>b#4_#p~_fL&knMw2%osn0Uwh3n~Wlt@)3GuQ7%yCA0z~}verO(vptoivG
z<HS$JiV>Se@)~{bk!S2{i|pwaPu6u!E1VkfAB~!?O^c21*}7@^cbU$8I}5i<g;0NE
zQ6M$z8-^CUyN<hW=fZZ}>=(p8SVwxiuP{A#w+6Y$b=g>+sT|2Wi_YS_LxJA^xi2x_
zlU4rAc3S`4upu4lE4*dD$DhE0{4lD~M95Dq-G8_9r>>-Bn>VLseO<LBn<Y-`#N|2c
zL`QDvV#6wDE!Vv@m}6glT>?_=4qoFqQmyl+y32)W2CN5vlQ4@O^z~eCiX@^N#Hok0
zVpf*Zs~L_IeC)u4w(LsGYgskajXk;+q>9nzRHS;vr1U()kw3|$qbIg!mcN{1BMN64
zaE>iUQv0NZZr-;~wKei+$q%uS_S7ip4$mpbHr_ldQG+)AOdAE)@>p~0qw0GrMO!d(
z??6nyqiwruKr%nli`o_NWX4_fqM}{u=|uP5`z8_WY0ytipR`cUv-@+|V>>A~ch1q(
z;Eg}if=;;}tRa0fbBtg+z3k!V(20VEjv^(xX5!N*+V-!3=Q2oDk^5GsbfkL|K3^Yr
zom)7UvZZ=sKVA#tqZyaUH)7**I}(5Ml&0}#S|pKd<5d1W8>q*<>+>^`W1UkHpJM(~
ze5MT<-Nfjc)R{9y$~SSNU5<2)tKO?^MLO?vnIrvdK$_dUn3MZ)d)zNX?;H0Eu#cJF
zL#279CX$1ky8V1Ee3>{)i)D#qYf7seTl}Pj&t6MN`VdU~4|}KChZcmf474ERcJ|+9
z=NVf<9F=o6rc4bz+puw(buQ2`Xh8OWb6Z!AEvCs7TPzPP*vM%AW_o6RYT5GhMS$*D
z$`QlOwY1Aw4V`Mywos03I`B289lANs*3@g_DX)2l7JOuW!8qqE5lG2e<=<TMqy-%{
zALYMdKakrPat`NDat_CzX~U=-LS8{<dYdzxpWYl#{-h^DHcjOmhQF~tQp3;uGcDBf
zyT)>K{QJjxF6!K%=M{aIBT`04@4e(3=e&%ctkX+fLrf&!xtJt~B8`vjtRBlp$3<Tb
zQz1F6$nVa*xtf@*^qF;9ao1AntW?h;6^jU4<SW&j()cr5u|<e-YB6KBE^F~;))C<e
zv6YMHiw+iiH~Ok#ULKvTXD{9_R)wUGV$4&z03HmOm%9MgBe8lryG~22J9%*S1k>w5
zKd&m3SS|XJBkRx3h*+L-&06!M7UzQjosdS77@dt+fAvJ=-93uG=!d2ML%q@3(iCC6
zc5sG8oEFx*)-w}(ol*YmC<@Xs6Qjc4oa>X=$C&ap{!Fd3`QDnPOzkO70WqpP%UrIA
zROfoN#uqMqrj}M^M8v3bYg(_tru;+_YZ1}0ppGkQ0Xe1km-8qymY6Au_%rLch*vm&
zzYQ99{HOK4TW)g_ietRDSA%baWst_eYbs4nfa^5qZd+dpr!%rqaQ9fbbDAk;rkB=p
zBF;JeTJjV1xBYYL)OG0Pd*A4!-^HgPmg~JxF*SDAC`4EERluYE7M;rXhnqghR{n?4
zEvgekm1F5O#rIc}d?f7c*?$hc27jX8=?F@uxi#Gpd(C=Vf3pAGw7s45-m&?V+&&Wb
z!2F;$_WMUhFZ?#NSDJPv15G8HYSY)&iNlSDoR0V{`s$ecEq)x?i}wfo<VDtSb4S{j
zhM%n>r@?*8=<RbRe>TZwj>Ef-m(f!p_}JuzO)e$$eWg67`gBTW8*+8ITn*&J>v(0%
zLDx_n>|Y&3_34g+e;akB|C?dej)H%)^ZV9L@_(2-{GVrfo^}<KV(Y#Zc8>Fp15JMz
zwzR%9nWn3r4#|5LnnpK$jo(4{N)msm|33QJx_8qa$u{ek|J45;EHDu^y{OlWzI2%3
z_Ys%TiHOGJ+4yb7lXuD|*J1B_2X%~Hb1c}PIqK=ui1IV&r#kFWS743ik3Unwu0F*a
zxiWF*wk75VJDqeO+^@t<=a~53$3vf=1+Wr3;O*wP$8$RG+v)i3!Y0(v97)e3q02=5
zm%*+|Y^}8Pjy$#?=d<kl#S3E#7!y-9^rpjbe_2u7raocaL@aFVqxrWXYGTf(1~2`F
zdH$uheBgQe<^xIkT*}A0b82uC0nT$Fm&-il(vh~Fq)D%P7gQCcnffEU-=b5F#E<Vz
z7Tvo}$I^0{cjz4_<vjS+P9XN4+;#GVr}(w40xsOL|9v;igkX8q8&D@rd%wwa3&a%v
zQ;VW>t0@)lG<}2L@X(~|mc7Z-O<Et#**AMR=giXkT*h93+_jIoNy&On;}kkU{q5F1
zllutu$m^{YeKGW$%zcC@ZuFDCTk<1neH(2T7)#DJuW?^(>E1i_uQ5ivV5Ye>d8(WO
z(-}lm|25<}*3KvKE184bO2w3$`seXyBB@aHF~{$9f;E)-*1c^hJpg!!>b84mzkf8L
zwz89TSbNt_=Nf`Z2jVm$AgIWVCS%E<s_^pS$yzMhyUGw@1<x2CpK0*`u_XB^Z-0`@
zDtQ#_xl?bu*GCuCzFumKaht}9&+hbm=XA|=E>B`AYI=Xnb@zt8GTrpR{znY#ISDi{
zf37`WITE*8N&DA6iSUnS`ls(O_LazX&ON8K^VYi}m7g~@jlG?mH)=h#Q42DVQ!bZ<
z+9xq}=Lomig1z%JSk^hhE$3^0ovPclrdo9y4SV<SMsmnLpDD&ImI+NNjg-!Gt<>e3
zESEzx4xHxK@flBjckSA!FHUwg#qlLQ4T@~oResYnC|PN3^r+RQL;?HK*>_ISvpuHt
zmNOMak@>7u?UP6vxOI)*IQ&#~$<gaL#!IBE?N1&L-`cGInTlwkc5d;IvFJVM{CzRQ
zjkicH8Se%;Nq<_G5~dKjg<y`m#up=ojNUfKO<p`YjrAIXY;62(xi+YI5@Vc7FdoeN
zcIP5BT5?+J8bkY?_tk9B5*eoUJ&$AR=?RVUxVxujBa1`_C1{Cdxb1U%-nL-nmX%1-
zYB-&LCgMHQFrw@jqgxAN2J&g{c`f^a=-l~viZU2EwPOjd$9ws#0Uel3vE)`G#x|vH
z{F!?E+q|5;D>QCv>BkvMg~vKSnZzJB)Wz68;<=o4t?RNJ(`!o8TuS06IhD)!$C1tU
zIEQLvjG-s;c}A)2ERyqVJB#rf##EkT-J;uCeTI5`-fh%hhUxFwH$TcgSnlw{29NP?
zq42fcF;a(ka)B~=3d%3Zi?}(wfx6+JRd^EQ?xVXbYBWatnOt&J4INW;TP`8LXY?|9
zp#~pvK)zWO9>qq#Ra#|q)4sV6(UYwWo&g)v)~&`@h8H<_HP{V(V%eVndCb#Z`c}y4
zA|g*mrw|eU6#eCFhBg-n?>-T~-T^C&Hde-e>T&w*&G$^FJT=e$$BWPMr>n#Vr!;x0
zsn(lTbGKV==)bSmFD`gbHJPmbZ*as}V2%~LIX?yJTWC4MeeVq|Y0G8Yw~QN_Uw>Gw
zedvVR*Tz3IOi0Q!udzM)MoV(9;#|w*PjcTW{!Bz=$2zr@-q!+Z&H(c)TQUb=W<$;#
zd;62E*jwm*gg$Y4Pjz`K+L+Ix`t~W4d0t%iuOb=906yx}hWc(K;#}^H`IB|Y-?IPK
zTAzLW7rZL+<-bi(Z;Q$Iwl6WpZPCEKxg;SZ2a5!Z`A>FP&ujUeXS{pr1CWxXXDWM)
za~sFWdG4vTR3CX_Sjl~lac<%I-nvyNxqaiY{jU{eYu+%HirfN#Qrd~!aT`kdFZ1kR
zjG#uZ#wgRR5W0CI^$*C>ZsGmj(GygqG8bnm{03k5iQhL4kj-$<ay|CjH-FWN-rq-3
zwDuOvQthiHpeTDL#!_9%hyP$YPdzF0sC+$WWj_zgZ$f2#Umt>#nZL=@+g!#7o%gmJ
z5ys1AXYx+PcA3ew%FlK_v3O(o@SL(sO-@%$0kT_@s?MhY?`uwH%#AvX+ce$29-{9D
z8q=`<8DnZ_--t7MkF6&x=X?Gn*A($*a!H_vn!dU7i#b26;M<{tm7X;0hxY`Jd6D-p
z+^~OVdr$wqIU?^5NB2(APdniKbNWnvHr<}^D?Z7-G6NdjRW`=F<#aL??U=X5n)<o%
zPen2#G~7+phLQY9E}{98TrbC;$uX*uGp~`5nN4|<t+f)k|6yS9^3#{&jz3e2TUm(h
zc-j0Ne{;^~nkNxn@+M;`@cY(lP7^(t`}+8FhUi{B*JNX?^{1-;J$Cb)4x1aM=c#1z
z@F?qMGvFz{MC=#Ta6JD^E(1C8EjEtnk$v@5j&Domfisk!=k_Nh`q5SQU=}U+kpOtO
zuNHU_)L$f_R5qB9)2%7Iqqe7{ipR3OC0m_KN6p*BGM`f)-HHb^)(feInrf`AQwIBb
z%1h{PnKW&!!t5_AONf6mUR<WrDVo`>u`lswYGvi}{k*OF3u6Ddj2pejj@sj7z2>CG
zpILtkkEXpQ);{aK_cSgtubD9N;8W^PW07s!BRH-5W;5!MZ;7J79eeWp&Gx>HSXP)0
z{AEV(EtdauC~IdL=;<SKB&uzvTTbnml5C}AE_*7w_1-hpy4;HQ^r4Vbc+GC&DatJz
zhnnrE>ZnP#Y<nN)$41G$`Q0mKI^z7qnTYj#tDhJolbC*QZ4~3&a)S1rWaHcrE6;N#
zoGhk&$OV#(r*BUdY|V4uTgQX={=3~)Q!k*$eDJ=W`x5$FSJHC_G20EuKRhsb&{mXr
z<{0gPPc!$<=3a73#(3{@syCdz-`HE*lGi}P#GY+#Cu*MLmRV^3J9lyF4Ww1ZbXLbT
zeZu7K>ZYNf;l5hj(Q1$HK0T*<zX81iUV)az+~OY{L1VuGVJr_@>^T_s?txABG>lQU
zT1sk4`+CPQ-fiB;-jd1eCbAh%oYqUghl7XAf2CDZRFpr-ef{_|k?vi_yN$Mc+X?c3
z<d&tm#xm<YLjHGKyN34O03kZIR~nIly{Y@gdThruy=;{c{k3n5r&~40m|Jxh^xd}}
zj%2<bvS(ww+s@a%y6d&&nWz}3|A8q3W;(`b@hIuoq$<s=NncO?tWT~*Q+rqOc#Eko
zApd|mW!s*uy)zYPHKwrWcOG{-3b$K~Z8P=Ab6gFOH5qqC)I7;8$1>`xCD$)4#$%&K
zPF=5%-LkWJ^=eF@R^QV26mH+>&E^q$K5{>yMx(@^$t8k`B)7w3yxJtg78%av_BoEd
zbFL-arK)vnH!M41_U>aTy~~z}pPMvtNoju)ONyf6v7FTF4DN4_rLsns<)6tBrn$gr
z{$~pv`JR1!wi3$Ab{6Lu!`wH@-z@%2PFr>@t807Aeb>bEj3=8y^y%6?A<>51p3=L9
zf7`q|dzyORgFNraT1MPr`#v_zIZbQMWc-<}QgYc2i@i@~iQ@C@@h$UK{oWm&hTMPt
L*Ry{)<NyCZsQ^4|

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/LRU_novel_new.txt b/src/Delete_before_submission/LRU_novel_new.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a0db4530f30f8226d7ec71dff1e073b534c4ab9d
GIT binary patch
literal 273006
zcmdVDS+5?)m9Dw33poFQcg1tjnq^4^qX0>kt6U}9vZX4c8x0WROqrB;I9QSo`mcBQ
zdh+E`L}aYUjEtR`-!=qI$#3uP%{5Q4;{W@9Kfn6n>ies|T|KyZarNrziT(GZt6NuZ
zUH#uz-@bYB(w@JxC->~1f3rV(Wj}H2>d#ldx%%zZ|G4@m`|tT*pIp6v_0iR@uHL!&
z<m%(A5A4q$UcI*8d~f;&zVDX(_qSJ1?XQ>i-?!~^@7w1;xcbokt)F;q-~Qz4nf(na
z@Z~@AKkfg(ddq(1J;U~n{qr6BznAv8d(#`;xBmuRLik7fjrXVbd|>~+b#?dZ=c|92
ze&&^7`QD!K#{9|m_FvEJljYBYKVcRfUQOuuEHrpN{dWHpPwv@!KU@6FLwk>>_H+K7
z|6>2goAKlaqs*Lg|1*0dzTpFV@3)O^&VzR*YP>U1L(f`IepUU{yGH$6SHHIJd|}`H
z_Xz`Zer9j>gFSmSVY_SJaL1_kgZ+hMys|&});{sCM$LEad*Q`x`vh+WRqxoJ>fcZ8
zC%&~O<vYATy}`T2_wDcSVep=Nyu<rO3EtuH8|-k1H-awDCMxjW<$DPI2PVtg-=oE^
z>+#~<i4!jjJNUnyv?Ioh?&z<Uw6qY`KXpCKAHI>EJCpRF{derIn~(Zelf2xSbmo=)
z^Tj^|ZfrDi4(^|f;!D)NIdc6g^A(_eWT-*>%(U{pSz2i+R_5N-UqhLB{|0I2$7X+T
z8`8TW(pxtMDV|l<&?$Ro^5*IPa{A9T^#il(Zx7k_UrpYqv@iIG>)4m~rZ@rFaW8%6
z>c>g$AKNqRyFC9(`#<a^Z$|7f_gSEN&-iy!?B;t$t9K`zP$Y+UCKf_B9@u}qwD&?=
z=G@^uZjMg8KWW6BDf;<w!k+Z{<|7yV*ZtN<L)!3;@mIQV%cPEoS04E~+CZ!=8}zN|
z!{dgWziYAlN8xvuy4kA>*F#K3aoeIzVs&EVI10NtGEIDrw<40ns>o`7Yq+17j()$Z
zM(!^mSa11SVtK^}xwR*@CkJ|A@3yCg?*AqqnxrE+C3=tO?-+ivw|l$3MXV9mk$=4d
z@mk_X9UUY6Zx6)}zcQ~jw=(Gdbug1>elqzcWS{)6j2~j}dXxOpN9H5Zf|SwzV@S)#
z<}>h0eYkH<=K8Vuo7*NS_pbhzMVe10OJ7@;cTKK-RY_~Cb3LBwIx-I84<;F3&j4>4
zZmeQY1~}?d<Gk@Y)c(YLs-mrR$-Y_ju}@55k?p1G*gukWRNX-J4l0;WvnrtChGkEM
zUXIFDtm&h2)qWFYR$gmB;_`ZJZI{O1h)Q{Fsg8Ifc;jzG-J1&do^Mh|5pZk&Hz6}o
zHt@<KY@#^cgsOD?Ht(5*rZ!wtc<jmEZ}aZtL4Ix0^<;Vv`WRH+|224*TlU@~_3~B~
zckg$3?~RosPjk*ZpWZCW*Qj2^vVSu;^WGG{{(90FIx{~RS6(#ua%+$;`(`{XYxcgy
z_li>zXC9lJ{b2RdNM~+Yj1}A2HO`#%K6D!Kr|Et2ewFI*)cRE4sI3Cg*jRNV*1x?q
z$!lWi{oKaY?=tRr_Knfn(&tgK`<^56sB_-M>pJTZD4G)0vU~I@_E&q$7=8D-4pFO8
zt%NG_E9;e0ABkjc)Z)eOzyG^=w`e^QWdcEVt*o)G*}Ajd<Ri1*w=If7d)EBW&5o+^
zD(XD;Sb`63w1wtf(4Rg_Kpk>K#?G+>A6C%;v8d-fdusnV@d4CU9;$bEYPM`C8h|sg
zU%wePfch`8_G{w`z3=55;ikWfs=_I<LDue1^}anN?Hub&jl0Z6J+7wK!}Qc0o0n7V
zfPXU)MRfX)_oiOKD*5)U%`wCo#Av2^hJ~Q6PbD$ggf!(vHQ@)VKfka)jU%5?AA81|
zQO#G4)IDr^$7q^iJa;%lznBWs42tqN=6jeE(6k0K9GXGY1ZJdDqr5uj?R*aFp4CX`
z6TdVI@z7#!^4gzG{{Hdah>2cuioe<WP|;GAQMm*eI#Vgs>Zounz2#`^cLv|c7kEca
zSbl4DAw?JX<~=!fM(n5QYu?6V3i&D~eSbDiX|5Wdwdb3i!zH>dw@u#E;m<9+N47n4
z8T3-eDn)0!<wtLN?9AEYnPnmAo-!jt-R~cbZ=3^=Z$`hUBWs?mJrjnFzZr86aRrPw
z!eUTCMxVUGqRG{oKXJz*jvmVV<c$7{#}_FM{LbPf<gI>_(ddHn1W~rUZ<UBQ$va|L
zz?P*uHmCZ#(eJtaolabEs)FhvmU+2?#XF2vuwt1a%Vf3-o<4fh*(LWRMtNp_0iPas
zr*0WVBfgbV8uPaPObbUo%XJP8Y!JMG0{pkmyg-v4EU{MB@7wd_*VFgUu}~Y}j0z`n
zA}yqEsNcS&!bw$V{!>&*<`VgqQHC>BSncyE(nh2D9Dh#Ll*!_HW=`+7r_?UtQB8{I
zm>K}lKC_@LTtpso`uFONelDLFUdBaL_Myr5YeV%ol%Y{H@jEP``Dl_PG>*yBTAt~c
z$G^3H>--6|nuwllESjU6=Q7_++<R6a;~d)uW{2moBEO;5qLPb5X>qK-gp8^aw&;b?
zsiqN@c!Wl+Nr5FK)bmtr_|oto+fT3lF!_oyYj7I9Q&}TwOA%)h_lWUIs)3XzZDj8m
z1>`@44rxNF_=$*O`%XeG;qsY5;liijZ(F$N#xGOHX_4sFezJs%)4R9Lzf+N=vd6?z
zPATFtI`5p<%@J|pa7oHJt4qf{{!AMY@ek*YiGYYlaxBaj^Y?r9&l1bW_AGx=(*k`f
z-@re!gvIN;SZ;C>*@f3l8kM--vA2&UIOp208hwa1E>1!tPeiVF&3->BsN{5LMb!Cs
zLj(W3dybfrOK3DRP3%bhJLj1HZn6UZZ~vb9n|q%uVc{IZZS(w`8sQuR@oa?XEL-`Z
zX#u>V{y-<-b3?{y_*O^YJX~}$IVJI}RahU`DSy>{I2XSsy|zk|G#new8G@L1V>t&F
ztCT@KX-iYz84P~sDA(qQq>oF8l#A!5)%WC9tbuJjs%H1(iDyyBtDE#d(6fKHf1`KO
zxVUe1mbWG5A#YO*@P*lghm+R%-is7V<veu{{HrRKWm>V6=-QsQKC{HrkL~x~HhcB*
z>I<WtM+Nt-t4VjW#6}E^o|MrX-gYS#eb=G`d{`Xiw6S?5%1?y1;ycBiHLiCI>D))>
zGy@lLLX5qIi*wWPl|S!`?`m6=quA;p+qlp=;Zl8vPv-n{=^3-AoOkr!;Fx)`ga<lt
zf?wSr>1d9q#W~Hh&cCg+R}sILEh_nfrb^Wfp@RPH<f)m8Ytbr}T48fKl*m94KUt!c
z&g+z?qrNm9obNm!{z5aDxhyI4$*P556HGh@(?+J~vu`@>9NWrifALWrI^Tg3QOhZG
zmdq<6b(zm){d!313WA=r`G)TGRqJB=w<h8BPw`|44-u$hbajbi>YR}~AV0+EesVQJ
zG8)5d)qJv9S#4;ev)GX>qGKNa?ln%uKh@?GJ$^ECc{h4qSjrdE+yWWI^M+SBhjUoD
z#JN_CH@A%~i`+xI7Nzh~?oXC^$G4n89nRaJ_dY>$-}v@=>T8sB9=6bcy{;O}t1Xc)
z<LrXyR(2cObYfnUPCd0AZ1&~!4eWSY$@cFJ%kmZ#Vut8ld*r76Op8L)yOHWXFMEz<
zqV7aINyh*xePgzX`JT)14n$DNCoi!@QU3tCpP~PpJ4DxzX|OO4#dbYeOm&;(?=DF*
ztP~X~M;TEJ>5IKYEyLxLn9glE*PfTVQyh@jp6G?6nVbMmmXf+MT#qX!Lh`YFMn9+j
z@3Tq1H^eO^Q$)nxNP5Jr(fBc@YKuP9!;mRW-Tq(__1Yv{QWc>(#}cqT1e<wtECEzf
zoi$1Ix-E}*SW8y@q?U1>w0NlL!5>VXh?}rgK5@s1Sv@0$V%mU7&`0*?Y`de%w|8%L
zoAl9bQJ*+bHAx+H4|bAbD{6|=RI9%`>2;nrx9O-EZY(Gsh&`p8SffuAd!dNGHH!L4
zjh!bgTtwl-GGv|1kUzFhu5ELbWjZ6003G&TwK95+dGyY{SLhj^qzB~~#`>ptvP8k&
zXosw){_Qmnd!Mv1sm`H4SKpogPV(>Gg$;qV#Poi@eoK%1Gx<sUCHo;n5t@A`;9K-j
zmDu}Q%X_uXp$~}YW|tMSh(hP!A%enpmo=#f&pBQj>484Wksq1hdS9VGdv3`O`6fBw
z{Lgdx5NGhIdA%IXjD1JaruJv%-{{k9R5=`xvcXn=!8L!BZ?Uyl!i9At9`IgPP9^*>
zoh9ZC92xe6ecSOjB`Pu3u`PGU*DL2@Mx$jH;Vzx;5)rZdx?OC2rcEEX=C!G{_}%+y
z%#q~OLRZ&hijGI@dzP@Nj_;e)Ihh)Jk#j0SvXMPK+fm<N_5!gKJZV!1Y0_-DVyB3M
z#Cc2wX;LZP`8<j@mdIti^Lb8UsP^>BT+;fjXVO%D2Ba=W?C7T#M3v!zX}eG45+O(z
z*j@9$P!TEfU(5?}w*fQn?JC6HROI_K@se(Zpu0v!d+!(AR2jYM{nGME{>)FvrSr8d
zz1f$(eTeB2ySLbmIPSUC-0pdz-sL)tnMQNVy$vyMdI`k3Tg2r#_jzu)FC(qs@;X1#
zveY+T@;B>oR(pcEPfFRFhLken^>d?=#d&t8XP$@j$X@-KUTFjw(&#bPIaRh^s>x^P
zXOO9MQ?J2#mRQAMCSm6M?CBM>KGRD_DxGdQvFgxs9$~Og2K!o{8X`_x<~{QPt(d2e
zn)EZ>Qnn*TP!N;F-nf>t^2v1(_QbSKr+u}B3JiUMd#0av%_~wza&JzRRTDf+XN$Mq
zQJ`|jj^)-QDfy2h-b1UGaq1L!j;Y+LpuKIHqmJ$Pc~r%7L)8*3aT0r0sNNBcwy+}0
zYdYhxS}CKkWb0Hp5t~kxQ)x{SfNf#A$2Z|49aI;IjUL&5@&8f(W*lWplR&kEQu}HW
z<r2!$TIxQH_pEMQ=biC)=TxN5UrM#QLu*uoj#$YYpJE_o9?E0qCt5|tvyrMwlOuJ0
z6F0A;7Jab!C8e&Hbu9Cr=`(aHN9}psT;JgZ5#=1+I`{d>`A;b)T1JOgnRB1M9@$g8
z?T(nJ{;s*~MHG$W<Td%ECp)Jf_6eJ?j1+5BQ?7n8f1A2C<N4(>E&cRK&gqsFim|QB
zWvha{Mn$|hy_gyswJOb=vNs{Vkpmg7BP8lVk<96tJZrm#woFSZn^cG+yu_QFy^j1l
zQx8$kZQbKD;}gBj8fEE@(_f8{dIVqVIhJgl+mRN<^1FtT7@WM!PqoNDa<_mgA9a_I
zEQAbcPLm$g@n_aC`tH5uQ~vB9fPQmiF=cXTY*l@GkU_oto-D-~a}Un9X(n)vZf<2F
z-o~F<M+c|W{lY3fvN(yYUC+&q&m~W&YOcoLT+%N7%sM*qu-k^{xy57H8qQDD^2Qv}
zdd>yaVjMNr9%OD~v@3=fm-v=Gnc|*^g2c%4e6}Ce2u|pt4Q)(GVEL#La!Tfj`N5dS
zJ=(AzB{i$$od$4`CD1#Mqj0FO?mhacy2fj~pE4WWLB+lSZH|DJAcgN`zCeyi?Dlq$
zFZNKk_Bs4i4^sRI6$B7!BBtgsXB%o8*vrxFQV0dHGH5T67ueW|?8un0$A`Xc|K!w<
zzM-5jtG~5;5>s`ZVnn~{m-=K-S?5uG2V^~+tUaYpQ4DAv*iAkqDyI<tj$@CKIyG;{
z=|$e`+DasrZW-ckDxHa1>V(v?U8C!Lvd-Up-XyN$C0d?qRp=xqO7_{kb7`mZ396Yc
z*%K&uF6~l8O4LGZ#SDJDab@pr#&Y)YiP<k~T_4qAEnL&xSUc8rLA%_E<JYK$)jN-)
zSbZwu%X2I65xz&2qnIKk9b;NAQw?O~<~<Seb<pM0*j`tL{ypfJK3b2Ei9FBq`OwX)
z?9|io4C<Vx?vHzaaS43Py^eYR+AhNFb?RwugZ#TUioX<2Y)aqlM(-OHV_7ftp+{%<
z%o-J;2)U5Q1k0Z667*xzO;O%bWPAzzg>v#1sz$THNVDsAr(BZB5-OH)E{Qc1Pmhn4
zsfTKAofyw=qjE3D{yy?cpN@%hOXj@dO72mTsri?l^IptxjM<)8kJhz@9YuX-(IlB8
zoQ~gU4I8~YNhPrkr>r@#<I`fTyc|C{7Bj>@wT@EV5%t8haZj~Ldi8mwcdk8D+3+-H
zY7b`*p=m1zCc0sd2DTf1k8nG-`fGFqS)U|QuO9U+HMSlPEtyj7c`0VaIuRMhlC)-B
zYHU4z&wDoO)`fZt+1{L|>s+4CXj5P4!}jsSQ>q57`4!M$)7iH;M^<C)eX=HP_z<LR
zJz@pZI)(PCxX_hG^LpbLQIBlzOxn3!UW#Lc>|Ae#6j6EX$t{KNOsc6`;PL55%_{Cn
z=^Z>@+fPG~#J<RYyVcLcMlX<TxNTQdTh{r-vyov})YoWrvaX8`3lT}~n$=^D2cEXA
z-gS|U^(X05=#H-~Ij|_O_bl8}T@9R?4raQfzmqi<55$_h&SSK($A4U(*YSI;BUC@t
zv$nWHMCX1yIv%5)pXzHz$F6n61ZU=uAfv(-_hE=Txiy10?aXX~Q-|1-o9J(~H7)7E
zR)0(Ob7n+J4G>zkeVSws?LIfd02$r3WuJCkbW!b@xO>f-FwKX(Yx}h8BAcJRB-ZcA
z8bL-Zu-&Jfn{hDt0M1^Y2B$_PaMUg{5tnp%xwcC$dK_V$>#g&eteU^j-nE<vX*|!a
z=$tUzjXj5SL;b9=IC&%z1(h}x^>_~AfH=|+`gZ0sjx9fRyw!6sKX+biAX++yIWw|!
z3VDpjBU%eCW`x&0nz$JAYK_C=$e>t{N4o?%MFMLc?J~%q+lWUym%mg9`u)WvC`m-$
z>o3lvo$CI5F+Ewwd6h>z27aT*qFe%*^0Q_CPlkqNl*FZeX%C0v&n(BsnrK89*76Fv
zFVPvC_*;eFJ#QT|@rLWjv}b6|&WUDcdM-&?k9IQ6Qgd_s$r{brgtsN*K9_1b30!Ib
zebMDvYVrwsp>v(+p<*nZ>r~XV_p(lKUWnQ0Gm)wP-xHa%(Zw{$H8$$(V#n9$=36F~
zHI`YD4??=FBOA-L(F$r{W0A?3I--ruWQokvXxeLCKgN5?u@0^CnG>d4<EJq_8AYfw
z$(ojD-eUbU1k=GS$&69tIx{Yr-UBb~VmWt651igfkA~D(V+mg4GCgobQ|YcqNoM;5
z5eTWR@Xz>LOPbYK<2PK#O6O&1ZUqa#+)A_wL-o4jkZCHC&MtS8{xr>>&F`{h+Z`w4
z&!w8qU9DAFbW-wd(+<%n#icd>>L;Td)n1A9xfSYV=Xzl_^IWF_Bs()g%bL18S<?>c
z1wFk3A&R5*HSHKhrY-J1^|0pasC<v^fE|-V_8@D@FyFz59n`)S;#an~wD+oExzF@{
zOl*R9O{?K3lR7b7j^Q`o<~6^yTI5*eAby)Q4bfewzPBXJH{+ARnY^*&4|_xOFDfN_
z*kiq8E4qe|>>J80$JXFs;-RKpjkVU;82vgjeEoVh4F38y;6C45zfX_dQ<V=rU<X>M
zv+dLE^oQc_J4Pp{a>&9gPeJP2d-zy$Hh!|kS$gDK>!jz>j`$_2DkOb%4Q0bvOod~(
zO7uckeBBD;AEKQ&J!oTJz0Oy-n(M`UD?miQGfz)KJH=SbH5l>?JakQm9*-M;W|?}_
zICM^2F-uJ;qPzGvA0cVr(S(D?P(NDjAUacz{l(AKR=%cQEqifKdW}|o8V6a^hP9Gj
zcn&6$YI?2Pxq4rZ^5b<(vbJ=o{C02tTV9{Lqf3l%4S77TXREUgSPx~3RD#OQ4aut2
zl&g8y`(&MR%E_RW?vluF?Max<v=plBd4GH96ao0o)l7Oh$Qm)5&da6EHMNYLkB;*m
z%=NHMn)6cmJaUPzT}@t>zfnEKTGd;pmNq&`0@o2?!ChLtM-@L=(+DPhy-%Aewu#GR
z6zuBc<~`;_=4ZSd#Te$;My_Gz+#I$AZnL{apWm_{L(<^bmno=EEq`Viv7g21Jy#rU
zjfp8$VypckGO>nDm6iMsCn(AEH@l#yXGB}vu#geXSPDy=@w=?yq-IrWQ$No0JRh|d
zVpC06vnT$CEB5W*F&m}LT9F^5H{BD%)YKiLWt!Xc_#vU=B<h`M+f0uP^ku&_?)b^F
z46t*1E(6pz*oru(DsdTA)e)-J_Fg+3meFBH@kaBg469j3Wb~iLYUOqOi#=S^b8_@K
zI$|@OgQvU1$@0=?x_yjgtkmh6pY>0zqhtz}E=W#8eESbp{~*>Cuj81lwQYVoPTr-w
z;eiZSS^6EL(gWLsLsl14E4IRGC~EpeD8QjRnYd?<9Z<DxCS$=r);Q`X^|!`Z(wrK8
zK2r4_?Pg<#0&#wdA`*qb<Py)hRF|w}uUgWqmZyk9>XO5q`7IGKGDo6+$KO%nsA(2I
zDQQL|$P?}D()Pl9D}O9Y`{K#(F!3$z*n}hRRd3NI!UB!{X!^xXlKdNaI)g5crhS}j
z2q(@Z#&zn@bGig|mJsQj)TdKa!5&Ov;7e0UGh1Iw{se#b%zW~*i=)C~e`->6Z$k6h
z<O=?>qyEzL(s`rbn+<1I-p!zv;@00Ajefd8n27hjHcY+=^s=0z|AS5Vw>PoK^Q+HI
zp0HF%)}^sAe}Tl8*5mT>F6#iL6sgxSi+kaH{as0i+^(zU@%3p|>gi;qwQFj-Z;4~F
z(WoTG;_<Dv$o<Xaxn(8CDm|?@poIp#@2i(UhmkC=RYT)WI(+J!TjY~{+af@829<Q<
zXFrwp)vlOI+Apblt=V4It{C=YBeB%flHcMPH?8*ajJXK?<}?k_`~6!GAw|%K>dMPE
zG0B6gude<udAT^2BcD4Sn@(j#*zj&=Y<-RSh}Vs&M#QN+IIc_6T|Js^WSl-daz+FY
z>78yG)<*Jlm*S@;VfU~8JjLUxLjKmM_0)KY2aYMmMAh*W(?+>k(o$T-e^HZuY?^`e
z3G==cs#v>Y8Kj;_kM3(jLO1N237_Aj%Fjf+KSTc59xW?Je#5OR_wC>F>0Bz9Oxf>S
zdx>Px@vz4b9y*QYmW|$`HhLT_Z%n#TTewM{5=^}@4i(?ATJg3RhmMXc*_?CADdrMR
zHF8v<w&|WuYxMDtiLc|WK5-7T0#jS-T(XakEF90Ab90^v(ebgD=1u6)>IBO?E1g>d
z$8|jCn77b*QF@zr$p1DDw)~-bD?+!WTD?WS+3BYqyt1z)JZJc4o#FZq^K;NAk|6q(
zF5AaZMboeO*(dtZKVRL9D2ACm{H`=EkL4qZG1YuD#Wd&tnN_F03b}TM?0|u~YtN|{
z=y80s$#muILS`cV5ZxWkACTZP(pf&qbA;y%yTkkjv>_8Eg5{3w*e;Lqsg`-3#1S^9
zKCsKRK7D1@nG-5MSY3wO@FIGRBCP!lPhy0Ab9#;NPZO>e*<DL6OZxZmQm*^uM5*tL
zM(uga<FQa(#h;O#Yg7HpN#?1P|G~KUYO0zmFJRh)&(Z7C?Q?u8=5Q@dv6mIim;F-A
zVV$|XW77uT8_pl?pWhg+7nW7EvgI={k$3jRzP$PIc1*j<dM$jdVS95;Q$h3{>2>H<
z@o((Eo|r@}RUr4(gcoL=(%ed_@~0bG&ORMOR2yR=b5q25b1*SS-;ZfuscO+lJHE(b
z*6GBgv|IgU+tX*C+L%5x9bcOQ(sxjcIR}$h4$wlMO~N1gjBaGnN2_D8-nONk+*tEB
zx*<uQWI}<-yjI_KU(4R&COHJ$^xK=}*xD2A;_E04V;kJ2Avr2Ixz*IEm}Yn)?(UuO
zv?$25o2phm4gTEx05LZ6%S03SdVKni_Fw##*q1X0eTJ@(1BjB2*H6T5!FrBfv$I^Z
zg{IFZ?kBEu9+m1B(OoP7=b@xO<hDjNCn`I5|G1BRmfm<iti2<?5r?Ve@2!@>)O9OT
zKMP^sR%U6&IW`eQ<fT1c_dF`;B-9rBH)c=jpW;c|GLtvUo~*|xXW3-x^<d(@Q2AJ_
zak`1v?JWO3i-Uf8;CK#h^{s41&~_8|2(bs#)UbS7%i`A36QdCamgCg6%=s>d{;c#o
zT=NqmOFn<JY82CSiC&r>O8H@4V?ZL?amjfYRSo2JLGb82WvYa%p*+Vou+f2tgxlb?
z6C>A(I0`vK_B0tv{wm+j=>zf$s98s&vG$&02|-HVqQ|?QBYRBHc$}He*}J@@JdIoJ
zC7VR{MD>^CH<<BpH_HY>%Prk<{J<HSD_n|Ga{DsRePWKDgOHe|^uy$ivdogawK=47
za57J=4z|Y&%<Dd#dJwT?IZKZ@z2~z?n#;o)GP^&YNAd{pjG7t!{*T_&7Hf)KQsS5a
zQs$bUPD|X3u$|>4J~U32Sv7m&=!K+tyvyMuua>Ur6diMB=&H8at)o20>Us9x>m$zL
zE%jp}m7JfK<fN*zCFk7xx9r&&l_fTx_s-~@m&xLzq?haYK7Agyw9C1kKDGQA`NHJA
zy~jo0M!L9;=p4P{th@J;IGe>xH1TdE<>&ZD5cP8HEJWI<(U%A8c?OB9F<V9Gy|@gi
zBdMr{b7HS7X5gQDaO_?C7Us9pPQ?643ytsPBM+vQe8;@szPOgPt%Zv^78?@4Lbr`A
zD4ep{hgKt){CtKsY7y~K_0zVDn}814BHvY9MNN_j288FHz>hgfW&}qgeAwD^PTsVz
zX@^yW?XmH>Ep<uPmL;mk@3gS#{F^j^trK)6Tm7D`HZ`{p!k9m4AyW1udyyk*MKRkd
zQ#pcuOxg^*zoi&M;~93csy)cgkfx8#M;tk~O8=;g#{5YvO?WJ(7L>6<rI%*)=^O4n
zrCFaX<VlQ*Np*FEdt$xg<=f{cRCQ%HPphB0)dDQrt%y4KK{zJQhc%)To$S&+R$v5|
zVwn`V-xORr1JxISZj&XbM8sXnwm*rvr^qVj9{vpv{MvMGk4RLgw%7sYz|pt6CP&Ow
zwPs_tQ-=w_(jNJfh&oIuDLT(9ReVyLH}|3r80vT7NrZ|@sCpR*36mCB$xBfROw_p(
zqCIKT&oL~csytMNU+#E*o8MgOl|PAj#DtdS6|sqXQA3traga{z`;!QT*K#;b^sQCC
zJU?k8+OxtGA>y12nvG6ViQ9`VuElj^9iz~B9Yq=Jcs--579k-rRG#KFdg(El8kGVz
zX!2i=E|?Kv1CNS+w)=JFe$-KOig`{(ocO}%bQzhV9tbYtRQN_#cGqmsqltr@``Ay$
z*koGvko-v`W1L*TU$}?3WVFcb0LT(J_w%9KvobnRR3<$mJ40qvA-ZSZnd*PK|Ew<-
z+}AeOXqeXV`Z4yI>9uzK_-HivaaD-cbFO_)A)qH{Z_X(qQqbtR{`@jBqjN~`Wo;*G
z9Z|+{ROvJ8ssm4;$us+l7}KQ}JwAU=WP}9&BsA36$zSxTb_afpHuc6Wo<xZ71kY{u
z)3Z<X>5=g)|7;{boa)M>yLMcYbB$~%`YES^?iG3Q3+ISAh)(gKND&)Lh&c8`1nzB!
z&|&q8=(TIgO}h%{WIeh1`_A}c320MHF_3RhxMQB3{s>lr(*RVe;wXQNquc41Haz4V
z8_x^T3FY{lO}!+aiAB^mo#WK~H`I^VHk2dZ6YqAut3vX($+E~N{?WL<)T=v-=bFXq
zi5|{DM8&Q548vK7bVmH<(1^IEcW&Su8u?@$J_?K0Ivsc(8oZ~h!x4D4Spd!e5?kDz
zG8XRkPL^P9mpIWtb~^Wb@i*okJgWcUL0kTaZ8hX{KbkeiCe^;Xg(ddOC6;Z`1oMw{
z01_7bHE~5ReR?p(G;GsHo1GOSxA5@Rqf)&M58P5r$VP7Fa*%A@FC`hjXEbZ=4IRZ8
z)3rr2CgiY8vH(PdOs5eWGBGgc<#lMc6_;+>q!OmhdN%_X*)raa-T=3CP)lHf@1@24
zY{$MF#XyF%J)EM{eUWUFd#3WKDJ0ua=0I_WDU$d2dvm+hI?LRWcXrvqzhuwvOq)-%
zb^X#A5wmkt9QrnnL==m)ET`DkEQ8tu7NQRmy?lM!9=nC%B9X}h+nbY5&@oBm^8%hT
z_@{ijmW%>>7T?amPR=uMlHGdEx_p})CpClE+Ma_`cM&;G=EfpB#_59NX{JuOW8o}q
zn>J_QQSI9CkoQy7;odl&MReMCzji4#UWen{ICji&t(~N(D}2|p6p>cye7z&`s$4`N
z?$114lDOS0QAj<S8Vx6m#%ZCq$U9msewF8PY8=dqpCQkxxH*@oxkabd=?k2JM&~n1
zG*Ntj#UJBR97D9Yq)I!za@C~T9%OXNs>Z{U7*B7t9qNqeQ~XmcEZPIC`8>81(%+2a
znCy83O&mG2&}fHNiH5Ebxp9PQlt!`CwNa6w(~qEbfUo##h=$B?ghtyqrZaa$PxK_H
z^hA`|D#`CzPXVi$Y<T`8rVLxa$xi41$CD^TzWbiNh+;?P;?(ctG`;U)T#6OhNFGzY
zw*7kI)JQ%zf6}6l*LAf=k_|*JjaJO5fHJa)eA^kw$TOJrWR^%b!_Q;xSgOV%?Ai+O
zjxp89Ow>QZ4j@-0)nZ)RXqNl-n&T~8L>|8}OzIuQeWG!nR?`S8)y5+JB^uS45nBnk
zHGzC%ObcVGwlMi=U@+Y?t}WXrs<H9!uQ}55Bt}J~kH_T%Jh;%oWn9>-GjMtL%;Tio
zGT`&}vFjs}&TjDAZ|;Wk4E$1B*WZWQYBxtH^O0#19RzBFah$a83DH=l)d^chahwE`
z1K#~*0s-5Cw3JBc{Ih)m*^au@+$ldYAF<S3VM@a@Y3hMQChC+68=dnP=6mB47BQk8
zDz@!*j!08#AmM4GP5a)G<==$Od-Mxk$hVMSJStJ!tBFf=1)^9arb!$-_gZM)zQi=2
zgZjaw>pMeu#(8I`1R9qc=tJz$yYXP`raU@YqL<fGkyrWpIT~g5K7B-ALUOD*q)3kT
zw}T}n-&acKi#<k6LtTbfx(TJ9S3TO?E8Vr^s0VR#&}@_AV`(EF@tZgD!ghM3nC+o0
zyVJ{u((c6hcg-u#-YP1j&!@UjEW@KasAGCYNVw}Bi;S;Y#&T;gijQeoV_~98CjdEH
zPJg?l*;J}a3)bpDmHg>PqHTWb{VA-`zPF3jbioheHGQ7(kLJVk?aW`ABqPtYHO8mM
z@xdBh;-8AJX*VOB!k4u;cC=UU`-CLN%Sgs*2)(jH$3iiV=FN3e$C(rGrN1N#cRb4V
zH0Sedfmg8|Ta%f73hAUjyjtHcb2PVfa-EHn&+RX07jNVykDtd)`&u2kIn)vJ`IH}R
zCPe(={5ti;I`30d9c%1fJY!!N{c&}??${hgjSFsaUtM$?oNBvu&K3Kq5_SBU+7^)=
zgYk*Qg!p)P={6DGF){hJSwv!5eS^opt-P+pk!sU<?q1_SqVTEAV?8u_;K|T`GSYYg
z3cq)(&T;mRJlXkIVxh`G?}Mr|efwIIV;+pshs|!cD|%@DkBTAIyry;!hMKdyOT;7J
znd%u$<hiiq`{%`_edgpAwF2c;RGgogyu@>lOc_#rnM-fYuihsSWmIJX<vo*K?J|}g
zVQG+V<b+KYF||vnsFB2ctdUR$^(k;RHANiKcg4SP4M&ZPClL-s$eaSFd-BvYTicqx
zojP)4#kw7Xvu;dsL|FxBj>L(7(u~|4yTOpzOY&pTd~N+gZgX;5D7yGRkH(}4j&F=|
z%mqYy1+YwGo;Aik=OA=Z{R;_#COUl)XI!@ivGhrku&8%JG?t&5Qg6ro#UGm9;tWZW
z4fw)r5xGWOF&wKtwPL1-Yj{QFrt4gbWkFJ&`|F-35f*Lm;0C_m8)wwByo^SvcS_c$
zo?E=jn|jb#Oc+zLrU|~$?ej8!@a$v0qF1ZZz3JD{s^c+I6-(9B-%a|p-+6v?tDj<u
z2=ADGke?v$`20--zb0KoEwP-e=~w(yk#y-M<(on+btV7PX!Nsrd$NnDLrTOrR-5Xl
zi!#=AUq;?PhNV}An3Yg$G^%yXNseXsz4QVjR_bQR5qS+1``mm8xfnV}y<tt?j`#V@
zNE4ULkzHQm*?>e|zb^5|Qwg7{=>*?9a@lA=ne@%*`VeKS_W75leIzQ0t;?F<h+~=B
zZ+Ko$xBZFvSM5S4R%%7DW0jYFJpEBDGfARDs!a7zE4H9DZDf0N@`Y{>vk1&7-VJj@
za{LiAy_T8t@Y3s1??FaA=Ha$r#9pV$=BH+@zc!jhb0y$8Hil$gni}!V@Mhfjt=@ub
z{GZLA!OfpSi8{IhLR1PKk7A?zjOb}Zs^bbptz){6fpd!A8kaa{6idqSw9qvBGDr5`
zc$8N+xs|#%M}!_DoFNOH^AjstbB6g)><tJb$vFP|Q)QJ7_fi!hs=<$0V}2^4h3}Fc
zx4mPt^%1|?7>TuRf~})>q<r*GRsm*mjrnW&0cFpTL>;T+beZIvIF&%P*QWw>dfe}O
zBhTOo-d^`#UIweq{JL#^c||Sl)z$C9nlKt&>-Byb0PQ?d?5PQl#bq(xxi*4Dn+bFW
z^Jq;t_E55o*R6n3Uqb_KiZ((sZ24b)=|f*arm3&^#L{vFl)3C<Wr#BtP-J~(NfL21
z8s7&#?q80bH$$RzQnZ(1$J!&#ebDXr%B<qc%$6^8&fw&c-C$_sC$)O4<gpZ@R!Al9
z-;6>~<#YR+?cC2U<UyDyp`K6e4x3Fh!1PNriFdp|BRWxE@g{IeHEO5K7gKx^Tj-IP
zzqiYw6QVbxhlsDxbblT-URGvqPGuG9XihPw&XU|5>%TyAbL56-=cYtnK56R}pG!+H
zx0DbEsw1}~F~@o*tS{c+tH}qDbA2(Lk*C@~ho_Z!fxotaJy_$)XPsS8OHiG4*)vdC
zWXeJD;kF8NZ>B?xN*1vmbJ1rRt%vuc(JfK%Xg=%aRA4HXdAFF_`cyl+img<{BP`(d
z*<ZeYej`qM3ZO*WkBvyD=TsUe%b-^Mn|tKB)&hP{L@VuEh~|9thCa<&*Wznrb6LUe
z>$fBgfcFs&-Tv{?B0eOjHMvP$@dKj@Gt~3nJpcA6vWYR*c<AnUJ!pQ)^GpoV@26(*
zpbR*d?l2#tNldqhCd$x1U5G%BMj$D<WB%ZU{e_>xXL1s^j);j7YdrOn`u*cPFrrA`
z{D>xed%n5G5<jW2kbldvc$I*yGB2w8?sYN@4Vvput*i6zj`SHH7opMSk2QT32D&S;
zX6nz|J|U)QjEC4}-B&UfPV_vd&YTvJb%{R{q0yQ4Wi-qKQ89SiVxc*j_`P##F()|x
zDL5RVQMGHSH=ugK+eR099rNE?KdC7ZQ?y2dET|9aa!mJ+9>LN~@4F_?+K__WaRy_K
zu|`xsiDfXx*cW*TMGt*yH1U%Njb?iOXxd&|K@g06e{ByU`4Jtsh2;J;&;OvZIL?VN
z6!lN>WKIR-lU{zx7+#o<U?PlDLapuTqm=36445=4pXQo=Yo44_AW>cG=o6;k(d6~|
z^cS9fOo#euqwfB)4V3JF=Ez)1l%YnkhK9V3sJynV@p}uu{8!{Xqi7g3I!WH+J<07x
zPbSBhBi&LxeT_PFX6RMamLvYAoH{Lk8l&m+<)E40%EtH9Hl@bb=L_h=%JMAJ2HoZ~
zUNi@`j)r=)TTzdNV#(q6Bgad=oc#Oa2@4ZP^WR%jqJ9$pRLv=!RAt(9i!Vn{$g#+M
zV`*BaSSy~4G4^P_)2ZjXYl_8BA~f0v^@YVe%*pNP&wDYDVdK@4FD*SObwSQ1vrj*o
z{-NGmXBRzm>y;}I_Vj18O|pLP9xU-^YK}4WMdZ=0d!Yq%|Dv2L{+8S>M!JvpiIEUF
zFX=wN8Lc0$!u9h=UF&Tp@ToRon@0R=>-0lJDb0wqs$SGeRjFL(PwlrNKM&Pv9P;!%
z=areS;Vk#Do)tMombck!w~YSp5t`Lh)RTy2+HAwD6I%ha>HPlHXBO@MU^I^R`5qnV
zV=<Mr=D03ly+I<|m?QbO$v!EM-Zx9Ett(GzzEO?S&Q;yO`>B1#XXq|*#v8k;Ue2e6
zgDN6t9CXI}a<d1ZQso&`-tz}tJPkp$BiaNXTj|`dFoEV8>oH}EbA2aM`EAGQK6M?i
z{MIy`8=HQx(}T>8e%3sXax|X)^C-vDMkheNdJ~C2mrK%y`^V^@d^uTVS)S;W=kZcQ
zuZVb7GqQ9qTBnzKv?jK9rDnx?#Kd|})T-ZgG!{Q?vL!PUvh>emwTlXrCPIHdRTl9U
z&!?JRs;5OB7AiZ&+_LG})+e<m16S`n%kfxr4uVP%U9dlzbkAu*h3M^}$T7;};z*XP
z71>_PJ)AGcN)BB)`~=i^VE=q!dnV`=*4Zlck}=x!N35Kr!V=!(s2Yq+-27igBl@aK
zG=qoa3C_!{8dd9Itz%T}dTb?=>*Ph-v2ZKs{HLN`Cih}|yg|0nw)yWJr&UCmPbS&E
z+0x{b&VQIJ_tR;{xV5tgY8`72=qch!wC!_lANhWwl_R;vX6$vJK{Z)b&+S+ujfAST
z1R*~?yHh~?w&6Zjo~gv#bn8e>itOIEe=#v%OA-0xSmY7MdJ*Tai9DarB)PmCt4X|}
zYQyUtL=YXR)ta|PtH}mmyxAJp$}q<G($@n53DXw6TQ$b8#I&5t2w3=ASe{y^ncbof
zEjol_wamh$qw)C7NleW4A&TiP8Q&UhL=++;6ortSHf3U(?}vk^OE}2Y;~m|KP)Cr|
z=h5|~rii-Q{n7ie{GooHwyP4gvr(A6uP=>P<+fGvLQ>46)JP;4MQl-bm5f=lNj-ge
zW{F4p7;(H<^Nq6%H@jXB&FI!$)@#uR#DC+r6@`9o|MmTJLn3F);=K}dXU3w!SU)2E
z<+gEcm*$8K=*?2$lPU>N=9z7=p%z}}%V-+j&h>7KHSUXYK%(iFz8Is<;$rO);$^%w
zhcw?2@4<E&=-*>rG{zd^Al7+q+`;;!-hAxSkCheg6Vg>;i*Gc24ONcjO^S4o*5ysK
zW18I0AJ3_727kzB>9%n%OEhZ;caD`2WkbC&@zGecaq{a)R+nxjU^*hU-qP~6{fOV7
z)?{kOz5TS-ewY2QXs;2LcKN=VC`O8PV+|WWRa1piNK^rO?b}G4*Y68856?DxZdCnq
z5rHo4l4fFG@1M>)?Mo%;H9HD9A$8Y!eBU<bt;ev`a?F#6W11y?X+D5iF#1TbFB+TW
ziRo73@Y^(cXhN;&NdAC@ICFUx)Dax*A3;NY*^A~_oubM|)=i&EF}U`2wPJ@_4r7TZ
z?M?ktvGi)L6x#Hits@t3zO{Wo{h1mMpQ)u-HGSEeZM&v8_cekn{;4@K>`lK!A4?^$
z;5qwvMrJ$~lgD<mri`|}x!+8k&$azvF|t@vO6l%LM)cQ5C%&QQyJLAN@kO$&Gx@iF
zi7%jIxnZsL8f3+_HR?ebXQp%Bahimh1Rh@ZdHl}&m+m?8dq~nun&x*uv}z9WS9`NP
zacSZ~5$Yv#JnnVs?dNM6`#2lKY{7bLNKVQ|*Qf><OGPfb(P>GnM=d$J#WlCl%oVZe
zn|b|K4AdhdqZ+2}G%-AAIUmlnRlBMk*I{yMv?AsDGjsaj$B-LUZHb<BFI_|%PA!tb
z&#g3kT$Uz&verXcpO;qE%kKcj5<&~ASwAh(WnUiUID9|o^3D*w^KmFruIIO%)H1@!
zXKLJaoIK}JEhDY$hnry&PuS3M+d5KDj33<o<n{byZ=nMfKy}rU&wJPS%Fh2K3VmXq
z;XFp|J(6_%n8}CcNudMz3sbhQ?60~f6yYHbMBbOI%lq~jtWqq|qD+nl&xE`ZCF{oX
zhmEXii3)Xu`kvu{w+To7q{flU%35V@8<HAZ{$!2>X*@cXAs#E=!JpJ<_!IRqQujbw
z{m?j8M>5EA`Mde9_7iH~NDN&Q*@N;)jYzX)*x`hz56Aqi(P&5J-^%-zIP|2(A-yJ|
z;-&!2Y4+mq@7P{7nd4x7etphHZ#3r&nNG4cNM-&+6w&^toFe|DMxyi0#B!WVY2Ag&
z?{cbde}5ra(jZQQD1%$eblt|4_KaI5+W4?3Z`t3i%x_K=?5+4y(nYaLyn!;tMZK_%
z%PHCV%p4b7R8^KvygGu<Op=Kj?wI%DUa;5p-=##y$kdf}8OwR2XINfltCk{|<P)ex
z!oNGyJpUZo4^{*G&T!4E{7end^~5^lNRZ;%w<rCBo17r-!-k#09un>8G!~vy@u!f^
zr;%%l;nkTcYV(pw&9{s@<p24*V6P&tj^2Sv9vwVrpl%P~=8`+c$rr}YoR@8SQ7MYP
zRnI;$WaO$PmD|X)*N#XODnYaVvikCu1(p>3%r$X&77w|CR()9fHUTzE{r4~O?em&B
zZT#)`zN3(+Fv&SqN^;(glC=+qTrI^h=ocQ<{iSQZWJB2X8D_%$U2?6Q+X9eaqa;5$
zC0gH4ej5L7eIGK8B`Q(3q=Z>fY|(R*(>;23oMuJGKq)-s6Muh2ot&)l{E4oQvZwX_
zYFmG6j->B*u9Z*Ph!mG{-vfwp-Z*DRy=je~C-hg875qF|ke9#EhFbQoEz()vd*km|
z(_#A)yc4k=|9<fc7Bq(nN&crXZO*`=ldyD!ethG#9C3`PrhM{8xt@x{%TL%rMD&?c
zhn(>UDPH3qyNAfM<q2J<@HBK~xMPBQ=$RLo#}#^0e6>sU@>};%rj16M+qq>&bpbpk
z{l!?rsJyrxS))LSE4Gj=T-fy6Mj6qtmK-F$^p9>&%Wv(KCI6;5x0LY_2XdN{o|R4#
zaclM8>~GGWm$eIhKh=;iI>m@v_~bPczBN=WFSIY!G!Kmg-7~pjpC?i-&yJNkXCqgO
zW<>kQ7EzdDXTP~#n@9D3@ri5auKvAE1GaHi-L4WPbu;Y`BOf5I#NLUX>!{C=N1cc+
zQEx@c?>L^mqjiEK?2M|NbD6B^raY^*hEQuyKN@Qe77gFE#$EC)?jx#kV%5iZ8%HiJ
zoQj7^ob>mwJvAz3wZ~A!G;g8O8OsvYOVeSh3s{>7*%?s)=X{CuOJolX6&n_?D-W*z
zmsuL5FW&h?Za5aL#5So#LB%R_oXIA(G2?si?awYqWvU<jR9;4WhQ2d@SbNGuWAZTW
zWyH@v3h8<l%GxUBp0b7b&NPV>Z-W?>=Pee2*o~UUT%KL;O8Q<Nt)^&u(dM0ib`912
zd`vg}>DKHgwjQeL(Cb59u?BVj^E@;@L$A&_d#lJO$X!*VocsPgeM3y^m}=l8f6j51
zoMoCX(xGu*za>tlR;EdnywAc67QX7Sd9cW@j$_;6ugHQTY*dtDdwE72LPrR1FY2iN
zfR9gch%$+v&HrC6TB7TuDrm{q9A~5x5d~v;FKtWwnOG<2Vc{1wr$r^79GCj(7QV*c
zIF5?C41N&FC!+lM>hBY(HHxvd*X`a`OIxBvZ)1wV74j`S@oST{$40IE6lKK8Ghzq2
zJH%vp^()6El$WgpfDsGa#@NaV71tllTXX?!$noJ}sc>Rbm}QA<@OaL!#Xm56g|(~E
zscI5Q-e~N%4Hw)ganYey$NBDLQNFdPpcmiX)`YI+oNoAiB7OYAohc*q+nXbld)t-o
zr&?EDN9WcD?~K!9AbM)o({I`P?5PVi9;P5PcfEExhrH@YEZ8*STu#hW^S}pC-zU0k
zY2(rSVo#;|Fmu1z+Dx&pUz+m^yDB{B9CeP%;E;9y^&5M+cFWUf{VbL@Y#<e6*DCEE
zO_K9^vg7gjc;xp;4uM5oR-KD+4gc5BCLT){<>^ir_EGq}OKJIZ_a<{ObM0QQjuG$9
ze+sV6dBk^k?OHK=yg5X_>qrhUwWF!2wfR|puVW>KT-9xis(tk&uOms5jr;U)N<9Jz
zJnB1pcdYFCSr>T&Z10n4qK#^3DZMT+v8~XbZp{$p(o0S(??i09G;{5oI#y<wE5ph#
zf%w?)s1n08FS0|e3%ap;l*otvFB#5V`zL+4h<?Y$8JrLjUY~EHLk`OC4NuF19U1vx
zjl@xEuGmFl4$aMw6KirNrqq$v3BJlsCS306OEhh(9nV3Qnh;MV&gGuzMWREZ3`Y@j
zt2IqnervCe&T)9g+nQ;0tvix4{pVqhwT!Asz!6y@?+{%k5~LC#c}1gj&#`PyDXnL4
z$Y&t2ikjcRTQC^}rCytUb3P@vg^?_i;r7aDDcx~4JC|i5XW7C#Z|wCPh3*Bc^ZC|U
zr5pv*o=)rB>qRJ(hpOs~{hQ<9_b?+`$Ax3`;iqaG+5peDV~3eeV!Kt021GHHa~e?D
ziD*!N1~h-O@1<J%{UjO8_;_AHz6*`$Y;j^*o)wwGYw14k*qgFRwhuv$3CW9oss|+<
zxrftxJTsiC2Fm+KdN_u!Mb~wFs@>BWr0+u94NdRb|Fc_hKZK(cq}t}$$+DjtrCcnv
zYn0OsY&mC_rcy_-#oDrljZD`g74!$WOXni#FSMpE&edTo7!geTK03qm{dBgINIAvR
zxm02a=qS#k94vKAJ?Sws?Br~5BpV}2)(7PDM)H#?J*co+OQ@LaXC^(46W362LWdfZ
z>j@I6`;0iLoa1v_b|$~^f9_qee@h+nQGJP{%w@Wf&w`68^iTG8)LQ_1>;ZBw(Xztz
zXVwuRU8&{(vg5oPC$wB5=8;L;2Q&4mJWU--BDqM$MtK?Q$ui}r1$c-2!PHM(J}Wtj
zZNzF&ua><_JByx7J=OiF)`~;dsHRE6`VN2y*_k$jEZ0v?5j)Y3!J^TVeqjGi@3-YY
zBJ8959<j%qDpMTqm1g!;@2Mm7=eO%EIS#niQJu+Y<?v;8NHtnsKjP)y=w3`QI#oFL
z^F;1_XR_iLvbOs@Pw+rQZF405VfO|6(Qcjk()MtEVg7&^j{cjnojoa3zYR|~38Hh$
z)Z!leLM41>AC+S7yhfASH(`C-XjB*TKmV=Khh5*XU*{&HF;p$@6w`=v?Q{|x)mKJI
za_K#}wiS`ivGwdZ+*{LHG)jn6BX<i`cIe0m*~>&;7+JqHd8(xw$~k9V8)tIqX76m`
z+h<q*X1kIv$2HJkyB+OUlck7G>^o&fyB#%cm$Z)QI?XE3MZh<67V1TFmuSp`HO_65
za4=~aTJrX_p~C;N+u%<YIbac@Ia5%agO8jw@$#l%!cO(|8IPh9K8@;=`{7;>gZ*&1
z&-0iyxoSmGZl~sWynFw^>STWltwC#l$r_TjgrilQ40W3LWQA(8OS$y^T$*FiM7P(8
zV=QzdsG7_(Cvu`So{^nIpTP>wvEUoj6<ez@98VXWT3x1#-fL-J$@Y1Ih%P=?ae1nw
z9cgP=qS@<MLwfWoqROw{WaLX))RNquUSjJr5f;sl`8j@~5OSY0VvTt&k*thP&DYt+
zU#9$oZ8OyIh|^jpA@|m@C9G6_6j@V?`phCZ{#~QLEKRY4#7YV2Izl3u);w2_?AM<m
zLMt=K#Py^0w5(aOHB2Sdemh0#WTfl#)BEom)h*MHC_QobYl}2hxBBS@qE#>B&!#J!
z|EKQ2MArk$b=bP{%>E)<J(kLKCz~fr5^<U8%tOP(=8oqRO|UO%Zw@&Su_~LEIFl0F
znLX<b%V-oMIvPI>5O;M)^TgO6ui;A3h$=I!nSxf=xVC3KPu5W7edhCa`!1tm*5nfL
z>@q5C@%PVMTF!|Rp;4M%PTCn`+tU*`71DR+7D2a~+%qq=bduyeJUShaW(JwLVm6GE
zhH-CV-w1ArTFmF;<CzO%!=fg_*3g}0PqlGR=<tWwepS0JD`QkW@H$Y<aow3_kC}|Z
zKea6WSyIQG8u*s7EZOh#WKCUyWxYJl`^bW6GV;FJ3NquCHm=u8`sWZHTBO3cb~@5*
zYD_r*Gt9T`PoJ9%sUm)7I`gOv9dS1W9@cSO93k}i>lQj>9-IHvr2DnW)mo?U98^@C
ziTlwya$=(AH0hscz0|SW*P6BHr@9AcSm9^OKAb}}W`olyo8`Hnv*e4ZNO>Zk<xUfH
zb*xGs{%zy^2)&{^`H+DmEpyETo5zHHW+R#p#+L4B;k~oNd7pceuX$x&#_Q2cp2!O^
zrGW(_vTx0u(Zh3#zok+i+mbb8zRgEn#g??6M=MRVig)DN>{W<kh`8?EV>|25==+>2
z&NsLwzQHXb2%WfLgIIeD(}<*}+W^WsP>hRC0hN3|YZKGw3>=)k<eoWfCDY|lW_jx3
zcvN&mu$lL#2vj>^Te>!CGh=;-xy8OWq^SJUm}l|tt>v}niBGG$G)tEK=_S5jJ>AD9
zBTS}IIeRqO%k#0Qiu=UAUlaW?f<5C6|0d^#_u?W9+@P+#H~H;4x|3(glae9o?wOV^
zP)w71CgNdiNj(F9jxUH25h-#z+{-EQW;gqiC)ma(-GTsxrA4y1icfEuL_~<RgGd$4
zCx#3k-u6t}w3umo`WLA`pFfH4__>di)5h|9G!9}rIOQje_CSFItD}>1$Dc&hAQL5u
z(bmlN+{&2esbveQMmX@w9v825Z|N%J?}rw~I@@RIYne^Azi2Y}UKmA<;)o?Hriye&
zcXvh-vhPW~7=uo7F~jYYijc6I_E@f<FXZNA!0Gf!Y-x|D3nyZ*{fbQdOp!;yF@<V<
z=#ks{r&?OXIpO{(m7}$Y^G1r@mgQ#T++<7RlZ<+-z<D~&fA-1Eu~eaR=A9QJIeEob
zCeQ6j2O{zj&8p=FX{#xu34o<Ks``)G1X_9m{$x$>+n<TBs6I$7#5IePt<=2oT$UJ=
zS`*npsYB$QYxHV=CPI`vlOuXERpPKgPo_Mwu3GwR&zuK6vlgw-#MspFbYyiTs$7BR
zd}e+I4V-Amd@7gwBHJ>j(}e7;h(1%}go27n?;GV}+Zg{Y{r;_$oCtwVt|CR;jKLH_
z!a;<D<zx!F#6ga}B;OxS5f_@#O9{<1lJ&FYjJe_1gK@i7^gH*W2p&@P8M-HNx12jv
z6g|%6cz&~09fP5ly;PAN%K|CGeQf$4*B(cw^Ghq?cxy=^_Cr?rezwWCaO~Srs&SCV
z67Aq2^79<f6`oM3DY=4{EotrhCae6;*g8fCRL#%t?rX_viNvY9m#h-`VdvOqmhKT`
zmqz-(7+GshazA8>0)3)8w<@l^{QFp4<{m`iKI!qZ(4rtWW3f%l+ge`mB52NC!$GY#
z+1H#BrG34gq&zm=cxqNuz33G2@ut`|&LAzF_(`~8OQk<=d!P7STBuZ41u-|zidSqH
zag2M?t9~Dz#K@4GzH@f*`);QazbD4Rj&#)ld~?V*Q{)nB_oxl7-=mF)=o>ric$k2A
zW&g)6L+#PNBsN)}-kqGI^oo6F%t7WK=xhAZ^zu`)L{uT;`pLd%h{=g^lNHb@iO=o(
z)i;mzE4FTHG96PS!hl8OED71?IkW6@6h!z)@b4xRihy;xMKjI`+dMmP`&jEs{Qf;u
ztI=tSCr0-hqn%UkGU%jXUz@ILissqXU#8ey5pyh4$I^@3?6#fRPKf?&RPvduJrULK
z!IL=$FEcM)qac>>dK|nW-z7(HRkcTVHpH?I9=?ms0)I6c(c@0GNbxJV1b>3>Z{-!E
zsA^t;a}5=Cfk_l15@n;@fJ4j##z>Y%@olFXl`>T~j-%RkRC(5XQ#dJ4#}ok;-S5*_
zsws~4?rU!;i-4E+dA>C3$Lx-_=A`*i|5PMf=b%zNch_=BP6MYcuxzPwyTQatE3T_)
z5KB?%4eQLD--D(l%27{bZrbgJ`rN5g>HBJ_2<VeB6~_?PKb3gv-<OclHOy(~pE#0+
zTM+67`<!-;a8H`WoEKMLS(h7Y&yMCqH@sy@xAdtPS!~%$=}I`f|D9-+KlyHwx9=yp
zcT8w0et;@F+`Dgx_dwFln?V~RQK#lBvtycrKO^RAA(3xf_dQ$ln4BNtV*VsXqmy(=
zn&<q%S28K8-&fATwIs#)6W0o29GY2Ue=L=JGGJsT)q>`@^xb2)>N+J)B3%6yjQU-Z
z<~TiipTtOfhePVfP~j(AfL_F7a~g36?AxY+`|z%%TXZ+n8`eE|y}V0yWGj7Yxr-=9
zjHilElJ3+^*X{0g--<}#6QkNvZ>EhmmVyW!ogH;aB<Xp@dCo`Pcl5S~SVLk&%Kw~y
zve&U>foQ(J^m-N72od}%yO4Ly>#5oi$-Cqte&bqZ$|ton@+3y(^T%$hj;OQ7wj#o#
z+W3FG@xSa^yS$f6d*#=%(&K%ccDN=R5NX#|6m1It-(&|<wsM&|M%oVR@fh_wYz}oV
zvT|*ABr<z#aa+4zJf=~x1V^ZJI;6j+QtN8`U8RP{pNa6KKJA+Hj@B$<iq=^0;7HGU
zeJ7f=z#@wV+u}BUD#DWHRqmPuar!Q<HH~A5IU8Z|6Vy5vyma<`lt(e`A}sQo%O^8O
zQS?%TjGoNdqr-$Vws-OG?a`R}GwHkB()gXk$cOLtj;Ah0EpLsVClQj5ewn&h)8_fa
zS8qg9V~I70`jG5z%#+wE)b#FoQd5F>P5F$+EA9u%ZI$}%Ocv}pTM*%)ua9jbrh8!?
zDNXRZ)PNNEi7RHK2xB_e2-z1-Z=DDopH5XaK3_0y@%phay{Fq!IRRTsP>dn|{iOuO
zpNZ(9ZT&et+TE(wJW%=Fv6Zbq<C2ihO}njODwAF)r`-N-HR|+<nnt%w;_B?b2SbZS
zlF#&=jw-jtj{TB&nCo)y;CN!KVpEFSfaN&1<Wfvm|E`)ssv4v_GSVj^I*o4osrkl}
zHY%Nq$hQcr;Toe>EOVUM;rq}%mn7;Ks;|&PpqHlGP_#u}J#3`#QD76`(AaF&7JN*J
zaaL_^#bZ7mO)n<au-b}*bki<7T-Z@gtt`z<EK#kNo0uY{4#c0)En!gS=U=!=tU<3m
z^+$hi$e18*b(KdWr7f7W(QzF~tm{3rs6P`^r|0GsCMfC+tyHv^YM#uP;{{^9h|p-N
zpR<qWOqs_Rv@-`8uIJ1}RsHj5$z85y<P+~n)1f&Mzr>dhrq3{?=WmmHpNJ;!+h>W1
zn2uPQd1uE-%<Wnld!9sC$c?em(Tpl`%EUV}i21uAy=%Cr`X@TBQ3MpS#cV+&Zl>-P
z-<`$m))GJR@460E)Tc*o*^Ka0=B3h!YNRHojOMcQCv`4{mX|-}pNaWHH*(8~>Nu<G
zp+x<e79x0s2VXmNxbGRr78<g#-aYDTa_hXPX;D9k@u=VBHTG5~F!lj-OJX~czMZrD
z_3Q*c731-4Qr@FXb|-a~>K!t~-ssxgFJYBp2^LDMCb7&Gl$uVU?&6i8Qoim?Qv=-W
zoLkL2QcGy(Jm$QkkhSZHt<OX>_5RLU<yU9P$@1pDtv+8i=R3AP*5no<Kckb=huLiH
z$0(_p)6FR}nyJL{8l&_MlxAW)9w>R*mPmdY&-t<Wqf-8ei^?aZ9wU+Pp<g1&UDW3U
z&nvV4-e075T~1*n$t!<9+PvhcgsOEiJEowYm7P<m%!ylwm_(mz$6WH-pNSD^Cac%}
z&NZR__Wma=JotmP{SC2hB`aIX&vHxwj<h?|^I!b7`uIH)GwT*=8(nHVnmp9qZqyN8
zO)(bpxzDoLCRv01^R^ljkuY(&&h%-o=Fe6s&|Sl^m0HrMWj@v1jX6h-Ma(5n6rsSo
zIi<FKXFm#MwN4v2^<#rm$D<)TP1T9q`Va$R8-F%=YMu65vdvrR7xN6SfZo^9gYZ$M
zr*6{58Q(nGW3S@R_{2x*r(+S^OM|5~_0Eat`B_%9KmMLlp5o6$Sae4w7^pE3Up=w^
zV*a=ECH#K$lp6Y6=HqWG5yiZZ5NZEULPU+#Cz8|WBYoVrqmsTW*>WO`Xh$Bg$h$Uo
zH7-4|CyFo-^&||$^H1%sOVEP~0Qs@oCTf%Q{k0J?`rmUYiX+HUisH}IRO-_(em6CT
zBaskk^-MtQ-Lb4`!r5Q^S)K_H#pe7WvgRy2o6Ab7)KBV2gc?!#Q~FGeh5dy$gDN`5
z=Kg|vg3zbjv$gj;&S_Lrr2onHQ>;q8Aomo<o<NQzKSn|p^oQvlKVkfO@)!Bux-uJb
zIoLO!jIklr>oZ0mnp@f04v|?ob}}>SqNVRb6Zkz57RCD5LuxB&A|Tf>G#$%1-#dWr
zrSFd8p>}s5LgRa$`7?6uADWTlzLNaP==R(q!GAGIT}Fa)1k~97aP^IKtL9v3N$gS7
z(78RZP{UZqlPd2nk&+5#X3HmYJA-t!Y;mHEPYRMH|1d>>Urx~|bV7D(sZ}4K{BC5j
zd@@IaT*sdw5_ef~pODbxJ>n>*Kx5+HD?G6dfv#owlnu}KY~!oamhJnKZkL;q{Qb$6
z_sqhe4?U0)k#7$5z27CDgarw6R9op#Q!m1Sj45k(9Chv35zIRzZ64I$T|bG@KzTY?
z#5Y8u>LEq6*|(+<qtUdfrjWF2rOu~#v*YE(y@1C!Our&eP^opA^LXj`VB!{$A+vK#
zjesZO7N2xEI!2PofvM3s8rQf8jeLJClVeXJ+0n%3cSaei0}+N%`K>JiPq_I<7N5yD
z&KJ5x?(^O{k3Pboc{C=wyo3ik0;j&P+a~|JL7O$-xW)Fgv3RA4&M+Itb(W0^3U~VP
zf1FaFp5k|cEZstK4rV4oiIs0QLTY2$OoKGy`}lXQ2UyNnqSth>jOSe*+Pr25B3b;O
zjo0~Y1jI;ROt&~71=O`$JdUx(QOFv4ergG;ZU&$$i3hxEwEVVlFFd`l5xtEg%Qhy(
zvA3^2H{5JMqqZkXLBT&7cl)Ra)|%r-P?0kcSU<m=V=jHvy++R!$9R{h$4)~cP@lGA
zyXwz@M(kZf0+Y4_Xmb3;FP@>dzDECgEvI$;>y!KBov0Ig6-lv;YQ|XI=(Gkp7}LJz
zo9oYTzo2_cs^Y1p@3r(8#c>pY9(czzl}w*+-lx`^9LX7QAhBsy^}(A{g>yY}Ec$nQ
zE<=$)&4c<$Iw|SAAxk7~;C8j|f4NhwMnc_lPx*+EfJ0|S(5@N<Z?vb4YoU<lq^!2x
z5jzKw-%_6tJvMJKuTP8LXK)H@0jHRlAv$IXkzUISi}vD7?s&eb`U0v%CGA>_<Oqu-
zdTrCISo&%?qCZJA$qm+Q8};2J5tik-oUK`1`YzXTVjlc;P8m*Ky)tC2J&Uc$G|_Ay
zOu9EN+2dtQ$lO@2+siZffS(f2k`zTeo7cU!`01L45zlmkhOl6p(`O<)`1=ugj%|AS
zE|(#n=Sz5&=`*@<yO&qYo?(N8=ZJbhKV{T&77}u^ho<vv&X4$Xv>jvuMRZZmLzU}G
zAR%7RhL82xF3vX|DZQM{Rcyh{2Gk?S7dTfHN5f!=>o2wL_B^TeNs~C7D`yL*DkDtu
zvmZC+*3o#hLpkp+AjhiH+_j8~xV`1ukHyCH2$B2REU`;aq+_*RnLok8`EQVa)04!z
zl;QQ&{>C%TxCRp=(Jboi75@;?Wd6Q+9zl1Pt<0&Kkw1x%5P1@1tn2$$G|TZuj0O)u
z1V-P5Pf%O=FZ(C=#cI#c7beft)~WEeBzrC;IgMJV>QlCQ(!!~zBmL>0%&QSq$5jkE
z7Nwl_U}}9PeQPe=bS?YOi)^D&E=PKg{7H;QbCq}AczacY_O1TMx)7sDwT$+BqTVdl
zWBpkzJvklHXMCz5!lJWh)HJBEQVk{#!?Qg%S}}9Vrcff2_?#Gec#Q2%(u5X5v7Vai
zz9*VvimBt*hvsO>reEV(P!9*`n7B{&^W<JFj-!TS;;O`5Y!{K$5%jDzB!3cdSJnOW
zCoxU7aW((Wq?OoHY)1O7L=#2eJ$`U>CO7r~5f)YId$1huleM!y_s8FuG%ua*h2BSV
zi<7%~^wg>egXL&jseOMv+!~df_zfb-@tb*ce^UBHq*J44`n@jSfERga8514k$L8C#
z75v*qzBDE`^-u96y*>N%u((eRgV#oSvw`DeIl@F;|Mr`Gk@5MZddkwRT5adbCvjY}
zMkP-A_2mcDyY-FRs<Z3z6j4gm?B^CKq5EG=`8e}7@9ipCqu8LCFu_G;5aYT()B0oc
zeznZcJzGSz-tC3(G5&^9regZkpIMVKMVp$sYf<W4L^|zGf1k~q|84Sx4U6kM`Goay
z<WW<mezHa@ol9NvH`*lew#n95eL3d*8ZJc&;36t!&kz5dJdf^C=0s6+;;KiI#w?if
zVs1OBc}TsUQ%>X;@o%sBQ$AUb>LNYVIZWuY)aR#$#<utK(YehRI&xHc?j=7(2mLda
zn37UG9PY7UIz8(1HA%h_9(<(#-|_mW6Lip~b@uVP`WXAwHGR~^CO`iZ(dkT!3Qve_
z+@jWasA`<&3#r0TpI+jd%Me?C{lAZvC$A3Gkxfl8Dlf795!$U-mnDkc9aRIOtXDSQ
zCVTo@t6SyBIFpA(ZS5UdLl#@%Wn}V*k$rcr5oeA0!kF{Rc(&e2dY<)U?lX@}m*bi<
zBYMso_i5w)89iqQ*c@>;%MQt^uvbLxOv&7}f3sm5Zyra1qjy@xz6uG8amoK-x7Ic}
z$GWtpfm`u7=iK|{)*$I$tVjD|AzFfG_iQGvzI{dCwYRQCJo4%}nG9TvDRKr9qFeNe
z`kivnR?qAVS<ysXnn9r|&a6XBpW`J)yDIY=f9bkBY2Z1YUz#x`j(lXg%^3kYLv$6P
zRCHnhnLeI#>f|M#r+qdrjB}ThCU&>s%Nz?)$=WpI@sy(bE>x-KBf4FZR!lW&s)rlu
zwAr0LW8x?`R^0@gskVXbJTv30?KoT2#7jDOSS@+vb{2fR#R3zY)W!?t2;~mX<Z;i4
zli25je-WM~>p9ZXjJ7cn#ZxDIZ8nmKBh~X2uc=}Ydz7Owh!#TdxnYDVEepA?H=)`F
zHPYF0vRksXuk26A*O-Rqzx646N=&2UaS@^Y+N!F|^XQ(V_`Zw1s}nVi{3eo@#wj+E
z-&r`*vG4g|urS4~Gj>Ua6-zIj^gaWJW}7%usU7Xe75*W|yr=Zkewiob_u;n^oh~Cm
z`TOU1w7c?a)2~nMMCG5X-}C2*vq*O<y4_dLTF7*Is;9=ax3;wrQCrSw^<TzmzbpEy
zLdM!L?>W@dltGU5X5r)Xb8pRLgktqxSv_fMCLa6T9i?pLdH)y7khaKrHKHA@jZj4M
zLv_`nL_w`l(^bm3nO&ueIQMhda!tH?)TW9pPs=Cu_qKW*B@#^%t?jUN9CM2FOs%$R
zgmWA^d#0LId^;T9#&4_Ny{9V>f2KsCJeEoyl{2usHoolX$y&9uTt>ZK*6tTM@AtLI
zoD$H4a`K~oCUCu$xM!asMzUpk`FJ$aU}AY>g=zE`mHs-P=6X|WYyXpoHa<yx6C}p(
z1y>j7j@8A{CN>~&GN+a8jAh34Mosu$Q;1vbJyTCxR`b~d=M?|mlUw9gNt<*&h>g6j
zEVh5#uq?5q62h$=yZrm{2<p$hHm*cgjT2Q)iT-bDO}CWat$jo8>2#BAgkj&CGfE6p
z->7w`6Cx1;xO5a1+_v}7q0V|@?~zLezrV!JH2N*GP3-K!PPsJVO{vTrhh$DgHi$$>
z@ao8=PM)WGjw9amL>&FLw5AI2Df!1*MC3Fc(HH7a{`0P7JOK?}1o_0PXs3qr%j-4u
zr#St{c_;3Nj&GGCew%ZnpGvuW>8EN8#0?3lHUO7h3TCU=56Zj6UZCDgdL%~0;Psod
z_lH1-nse(q*?NomyGttij1^qPYwew>)bFw`h4>KSuo^p)+nmDNx1Le^LY~y$o>NYn
ztLo3h_GE4^TimL(png(+XNgO9{nVejWBK3RtM5!RYWhicM>j8x@K}?r5z3|6{4=#z
zb=e4^JUf;3xPIM=Rcc=LJgE`n{AQ<ktSQ()MXBE#$6M1PV=-}Tk3gz#q;HliHGMzy
z`TPoC8<B29xNkb4N#TThpNQR0WTqT3f6~H590fmx>%7ydZ9JOX`1LP#*CV-k6-ko3
zzwb(XN%Dm4Ak(^Os5~p(KSR!CN0iQ=w7I8T@Udwl`;M6*+f$|-L#mbKPui%+2<Yl?
z4wV!1<?N<Q(iyVEG^y?>R=-p=Wu}yfAGIgD@8*qj&~g(5HOv?-6!)E}tsMYo;pEg^
zj5CUm&Os$irCf4{Uuz#4l32$!vG0@AdZrbBru=5NXG{xH=j-#1$)7BL*LCn{pFSIQ
zxdF#_CtQkeWaD(}`|u=NbR2!8gG+JhIda3UWMTy>efyqe-6p@<SLd@^#GSFM93N|H
zgQ43UY8FhLpy6js;<of#F}iHFHdo&ay;7$5c&eB9WW`U7-7)*lakVHV3+=c2veAnF
zCf|uA>UitS>;iQ|$HYE8&{K!t-{jK#AAV#F?MSV)RVj!m2wHrJ^K>2485H!n&-J*N
z`lH8xN7--A50Q;JN1+wHBlfAa<ZPSe@+i3U)mQ<3Pm6QD!GXO}vJZ4`bg$wb(qE&>
zpR`c1%i;E}aeDr(;&uKc#sTFNBOQ@3)H=YE77|qs?pk!@w<kKLw*2f}|EsfNrf_np
z)*Q7e{E_sq^Y&;>;{=*|E_Y0#_pdF-wj$;mXPu#s=fbM`Fi*|y{C3Pz%SQaI<MB2p
zshmp7Rrn)1EILodtxI`tMH3nHQK%eZ9i3jBKGUabsiIc2w^YUWbOsbor$4Xpz>~fC
zm%cC2E8S&&Gx(=7*ThY|{A1pU`30<fZWZvyYZPpM#`#072RX_!UaA92885O#euE_D
zh=|5Yj6_Itoos!kjYu)d@-8wa>#5Jqqk;8}*PJSk>9~Z*s{)GV9#8bjrCi-wZn2mn
z>N&&Sx~sm8NOuImHR}BQJ4d72NOZe*&M{SM^CvaO+Mj8oQC5}rwBnBMF*aZ>(?s6L
zwBMCcVj+5AerkS(pZeomc5`WFrj*aj`K!;gXru2zzviFdCh>T0nzR_1n9BuRU(z@*
zvavZn**-_$Ho&9s8e>U0sK!(ervY*qLSL6q5mWM+IPz+vf*(*$H>b_}%r4_|n}iPL
z=xPZ^I$};QVM$#x&1uYa&h7SmrixC)9Ahq5<W@u-G3quVz6a{)%y+K+{`N;`n@%v~
zThoN%E6a|!SM5P@(&6RRUnVVlY&Rf1oX*Tq1FErdOXrdVwe!y<OI~Az%FxWIHs@iY
z+#1IsshV@uKO-L2XnX=Xj#NaGw@q)bSB|VriCCibbNNrT(CBOf6p8UT0;K8;JnnH-
zt8-i4;uzH`N0`5D{r){qS~OBL2ZlaWqZ(LCHBVwx>b~}zp4+<~&rV5l$z%<f7V;A)
z*aCJeVl7+uRl$qn`9{2_)6UE+alhRfDrO{(mL_5e*-kQYGP|~H$1z8bB-fv5Nm1H&
z%k8P;mMuJU|L=CL{;r-UZ9HxP#I5$(Z{iny(;j;!TX?jgP4WL<jbA^T+}EBA9JTiL
z+UA;GEi}-k<#S_H$IB4%>@$qAk95P9PVFzpja%(_Oe>_r^^AGc`%?v_%$Hnx_V29J
zHWEB|{^k7E5uL#`MMdCQKAq;6j<?v%>Z%S$-RtW~hKNcYEpARd!<R6*4l-u1I7=4m
z+VK_uJv(-0J+@h~jw%2D@{RoDG$A73jA)&cGV9|K6>B=P7;zl_!g7gw#s_V;_B<9j
zPLnS4(*?fK1dBw4wVZTHI7?K-x=WeKdzQUXSucOeJz|U#JBbB|&jq!SET2;$_veI1
zjJAbDC;Qc*m{;CgNI2KA=5eudvF&OhfzIS+PweMjpQ2Zh3}Jc55q-9jd8BfNLX|#b
zx_m#XZA*Gj6@*$qSvyIRLN{AC(WdGw--V?3UN=zboCqgob3JRJqLLiTrgRU@qs|l~
zXHR;BD!&OfKC95eLk&CD>4c~KnHZ06$h^!9D)K=cPv>3!KK-9tq?C88<<$E|9?O{4
z>iuq&_l;ziFsY;Lz1v)_&&Q%@h&$bC-M=oHIs@m)5@oajuKq+xqwAd+i9LP&ovF*F
zJrm4oFc-mA4k~K8k84k4+v!CeQ5$JXoowL~NAcj!+c*|+JFQPGe};Q4e8+dP1jLQx
zAwGMiD1>_q+3rKO&25I*kCK9ptMoQo@YI;;oZg#u8>O=$?5OnG&APRU{YCvvJx?Mu
zbULVP5hIapKQ!7<C5dTsG#Vz;RgIv2q<gv^P8>^gd@|XKOX2gm1>$o_)0zc4TAqkS
zq1hUaqj{%}6|=e2BXv9HWw^xd6>`Uih625RdP@EnX%|R{0?xY;Jwn0sme-5cEDm$<
zZV8vIZ?ZUaLg(3#ZhVf>=<ZZ$koH%+GM$cOrIqic@7`jcBQ(r$!y!k*zUeLYuhy#G
zCovjL+U>8)NI;np`I88TdfV6((FGr>JpX(1qM8844wt#T%gty!Tjx(aiSS{Cv3Xwo
zq}Heni|kpAB#Au9@%74eTef0Miuchl=%pP;PBqPsDHe(FjnXWBEA32uVG}D)E$^g$
z_AgUR)U*AO8KgZarJ6^HMA<fdk2QNVdNcYKy5u))i9@Z9%o$uF$58Klxm$Gx7M-^F
zt?AYeQ^frJ)n^mOmbVU#N>FV%;bJVyy<K$bGIQUAUXMz6j7Hn{keXxr)iLfE6ZSFR
zp!kJx5k9u&{bTBjPFpQz3lSARoi~klGB{V(D_8wIY+->ueU*J`m5yvHC2IP`czWZr
zGq9k)M9;{I<hk}(x>@O1s*oomF@0P*-X7|P^gkF~UYQ-_rf8<bFRfRgqIUf!!$XDi
z=jo=WxO(mUI^L^-s<-}myi79{scr++Mk3f+qM^;vHc<7~Pc16*eB<X#l44ACR2+MO
z+S1fdBHKf?%p;CI?{z%C=xM<(;%wdg)5<pJavaSyDvEdu{5#d!o@uM&F`@IhfB(ib
zpUo1>_UH`WVO{X^x_LN~>N8OIB-&bralF=3#eiF1nbsrEKbTi--Dr9anqJGi?;SU>
z_0a?h_E6eRru@~_AEw$}Y^Rqe1=<l>T#0R=f=0e$HIm^oXrt|_<sE2Cy^G_m4piyM
z0gsnsPAyR7O>s}mrK4#Aj^5~fG&7Dpek8ft2D@HaIU_ID&XC@$_zX{;ZvXWO51ln<
z?@=_Vcn&7F#(lBH=>4AkGQ`ZydIjo?3^3m=cInETHizW3u-{lMtllfBJYwI;_Loz>
zFrT#Z$}ahzWXPwf)WhZT%u(ySP&vn>+<>{6d47Rq(4V%aytQ#S$}jNaZJe6<(ndDT
zV9A@UBgNaU<JwXcT0%-rp`7TMb;Y%7{ngYXe;#IzXJf<f_0AFRdx~gT5}_M;8x;F_
z>VjZd>F!A;bUwTG)5zhT)6Q!s=}v-@Nf7p8w>o}E!J01YCv)2Hs2VagiWjE4SUvPb
z{Ui3TKA$Ms?o-m~iX+`xUwfXc(b9K}t9C#~N4sM2X7deHOm1@0?o52T6WS~DoB{H4
zE}GxaW^m?SehPJa@A|^B-Qlz?lIheeEx0yTX-X$XOUyMQv2o9DnfGvB+CKL?<lJ#5
z7U?|Cj$>7bWsphTYYDPPA)m)67foMdGu9}l9Ye_~MmBNp>4zoBW6LITCr&Ew#qvBf
zeficXR-VB^C*Gelxt6wdi`m-LuuQX$>^l=ecJjBZ_9!Q7546rnVr62lQUhvkvd^IY
z{c%jb#VV&01s)CJv%H?WT>IiQNv!uh2<p!`{~}E3#<aDr_7T=0MkGtyb5@mZMs%WJ
zUDjK>WR__~wXi>LW@c!_=Eu^vjLa(?J-I4b$-eWxvS1N6wU1M`b!dB2(n0O{Vbgzf
z&gmE)@=ZRU^rP9T`xeQ?_Y#d+t5($6=AQQn*J?vd1XGipOVkl`LaP*sYg5Ghv<(=@
z4c4~}L62CTx7aDqq~jA~LK96p_I-Cu!6lCI<}O7^o}Dw?=v4EmmkQhHqPavxrG8fF
zX%I(IVLQjC=)@JXwQL%QuyEGr9G}bgc>LtIPqQ&fnGjvMn0xcuOP?IY9B#`IGrdB$
zjEI=7j_2ZUtEH!Y(nh3Hi}*NX>50uL=Ja7^x)ojapozWVG8)k*c@}B|^V{4M1CYPg
zQq_~uZpY=P4HB-LPHqRz@*rNlTbtTMiq47Rw43SC)K`6Nm60+_5q;Q0*CRE(pJ~g{
z$CI`8({%~eC3&XpT}*RP-)QA?*OjELlI`=`OLBc4-&EO8Gxy7!BhqwwwR_F|()7}N
zSIXUpy%b|p`C-!juQt!+XC&wKG{+G~7W&hz7^#$$i2RPvgh+LQbQYkl^y#}tPm|2$
z3Cl}OWsa;oNfPPV-hJp20o88JDa~^Z=M4Wok~{L1I*G|NA~nr87CM#}aEMclWN7!S
zS}h;ZI@fb7O^C*%L!jw9rMI0&R6k2O^(S*V^)r^b;fjtNoZ|GV&Rp&(xAlAQq(p>w
z_S%PUJczpA$I31!R6Ry_sGrdtN_W$6T9>;l_M#5lDWej9GN%q5_S;uKPW>0UE%|Am
z7|obRDA5r66MdIxh};#M;se;KbjOfU*F&0qv`>Q%J@e`=eIs_o#Yk)U=<!rFQl89_
zYAZ~_2|qc5sqJ<6jAd+NRE+VL*r*+2ozz8pVyJ#Lx@ni+ei8-;d(mK@jz?4HDLk3e
z2HQP9>sRxxwGkzGy6v*%8mQkvq~cFXjM#J4iSiSPv4roN!MbLp2n{Qu>TJ8ZPSi~u
zq{M;@)*LA%27eywLDF)^qP;=4C#!HyWH_e=-7k6#x|`vg``7Y5o_e>>e~F**YCUHh
z_r0}QlS$8hK|$u?GhIvmb?@o28iytd*j!%g%HH!^(YLFsh}3*F&4aMRBtA2|Z;oDL
zq5meWg(LH6KlaUXR)5|PWAj<5!?lfXe<ng9UmkChmlcE(YgVF0(SA~+z{Y9=2`7W!
zvwR_+h^QrH98v5MVnjZ{#wNm7g}i)YQp3(W{T%Upjq!MCW>OBzfBrtnh+gV<^<jy*
zkbG`icIwZ>Sn$ouSX76?9_V-aY~gxm2WuL8#2O3daOItSm;INf?c8mu8>Wz?HA}Sb
zcFP(gv8bOWx~z9VhP=~E_JB8?TSn*Bz7^d$Rfr<6&uBjLs^l+ZIc3k3e36b9x0I*O
z37a9AWT<nL6j^<2pW!>=&(vtNITl*P9Matu^twv#z~n{wq}DC<7@e+pb*{$2PI|Ty
zz8_k=eJ9iEZ%<p;Thbw|W_Mbt*Z9&z{rnyE-t1^pSH6!9x+4*OEbkR=aai9{<5+$&
zrwF!1`a&NR$<Tym>rDO8XuQhRl2WJbNae4VTYoaA3Xv7MTT3a@!FQKEYV@$IoB3}}
zT*BAJG0^<ml`p2q?#G4&!)hd(vCQ{`qekXW<~XngL@<9d3FXA<ysF^-uYU9RJxdJn
zXKD<Zrl14Ol;dmrH<Fr1OUR^dmzmqCb<5S>7aAeKa``>I_5LgF-Quhgr>Byo(7ig)
z(q*^i)beNMNc{E|CP44J;SSR{y5adrK^y<heRqV;5xG^Z5jo%Rf$@wgy5lHo%4~g7
zBU5%#BU6{&YqUw8G;0VC=W!gj9K=$aBpVNqc%P%Mk@*xi^<grE$AO+B*=XVXcdnlo
z<vn7VtC1vM6x|5s+}XFo0SaOxO)q=>2h8}RZ{GarS4NrWZlF)?XPMXAzb-tdv~;<J
z7U?46^scYohVvnMyCheMif7OfDOBf5Q;kg7*C>(x<*gcLU{$8IehUo}?NrP)D`}s5
zvYscz;p(ON=BFfsnij<WxBE5cp}_-^0p2t3$G#)tG;U$d-yoK=SpR#dQ-3D^wo+%+
zdHb`~Gqln43@krPn_Zc+V(YDQ4oitfQt3wnImt*}%6oCb9pft_x-F6v(JIErUJ@cI
zmpe{Dk)L7*nX$PfGHUypsi6<2X$aopiP0~{wXbxwD8{a{<(sQVBZ!#e+&ROh*9Ugq
zkAMF)lP;v<w*3h+z4{dLr3{}>Ms&i1OG3OpB#%-{P0thm-UuBNh-+OOzJnf4?B#k8
z)Sp?xq?#UCuI6l2@oe4ch3}8+8TGgJJXu1P<^`5cZ`AdWUds^ss%1oIAeC$K@JN=Z
z1?s(zmL+mK<^{<7I4yiLWSkm5G)lN$nU?NJsW_i*bIrSjrA>$s5yy}4F6MX}k<M<F
zc!(8ZI_-OI)pO!>s~>d{Ke;6f5LaWFI@{MK5$%?73b}<U>5kK9{xr1^Z4-cFu_pJ}
zpZYWU<~c4^l!)-uDXQfM>~)=GoMJ5;s^aJL@rlhE6K^*r(=qNC6V(oJ&G-3J8+>LG
z&2)6@yyRKPh~|2?7Mz1gnP2~XHfM0qJ6LN~-E$~JCBL6*%UzhQd1y<<y;ICCHDp?u
zOVUGXu+%{=r-fc4@|>8{f3AVdov{Z_xfZ^OtRY5=EXXeI6T{SY9t|K)@72rYzRn&T
z29dff`Mi1RxX{auIJ@t;vq<*HoiwpZ&V2t3N7Y*<gT53hpXMM_rZR+w=2Wvz#Q2#H
z-N%<t-!Sj;j-BEkpF@i6VN5$shvLoEIg6;ZckjKHcj`k##Y9%nEADyI|9#v1b=lRt
zZZ;F4N&DJ*az1SS(U{1LvHAaHd}?i7y=8VO=6xN-^*o6rhOV-zov!;oP2Bp|P|uE+
z9Pr?I{%9zu#8VB9XOVd0qvKC<5ua#7r>GUg*#a^7(Y&Hx>zT_^SEQ%M*kAF9q(+@%
z>36$R1c&Gd$N6H9#MYmQ&~Q3PlXmK<VUwvC(u;}g-|_Ji6EuBta|V4rGU_N_p=zRg
zqmH@BI?hWYo*@-J6}7BcL@Gz?IcT6z&kp={7qgbuo+mMN==4gzVoj&B|F+R3&RcuF
zxBg6wM7ar8Z&}l^fJdXjANo|^v7S7BlZZl`nLyWjWQWM&XfFXC;%7RkbXawgshsf>
z@A>E6J;OTs;zlgIRxh4?dlNAp*R4JoI)g^&v-EwADaG=w$b%^m=jhhlu+IvBuGc=E
z5eYGU;@)FUulS55e)d=z>2yP{9Uwk98jnt#AvLiNA-a9rti{ps8J!!CKh}H*(z733
z%84rP$)nF(>TPFXf=1CyO!*d3M0*ZGRX{$QIs(*Ves6L1(<w_+hfuSSPi^*JGj?&U
z<}9rEz%LD}=DFUjG6A9$q<=)(Vi_&@l%%b+R4prh4qeodPjvaTqKoJezoGtYtB+~Z
z1)rC&e0D)BI{*D|Q?=?rV{T$!Kii@T@oir$d5*+re(7_IB&ng(3ux7b&%i@Ah@Jf0
zvJoO9YWkP6Gk91$$$yxgVczm4;32mC&k4(SMxjf23+86XivHa&FqiabLiFtg@o38*
zlwtDwuNTLobB_N$;lOi7=Pj|f$6I1ebE8xLVUlw>iP0XmZ>BoK<s`Rv_V*0V5OGo2
z{B+VG_C?2CxwEifdH>z)?cK>w{&+E2k<~3dsMj_xCBIaGuz0^Q`p_GvZ-LdrYsQ%N
z%m7PTc<kw0ZRqi;TTh=-6TVnw&M&pP;`>fM#Q41TL`=avA2lLwifDD8j<<zWRBsz)
zo*D|}sxj}*K!PXN{pRu9!Wmkxyq$dR?-l{Fy^nb??!;ocf}N|Jclo&?;m1>nJ;6D@
zE>ADG#@RQWiAb6k%h8@ysaVInuDIM~IVaN4#7?5lU6Y~vlU%udim9}(96h)1)SWMG
zCshqvKku`*#!;Inw?L|E_*;99o&MZ#YCh)-y3ElCi%+Do+w_su663onR2kS`ifT;g
z*Oym+w#kX#n~uS=OVCDljsBO}XJi=7)3nkOrs&SE9?6d5gx6DLE0-QWKY$k{PbViO
zJJzf`aR~n2Z;D#-|8&`+DS{rf@n<5mvXq<{2J!b3R!)?`bEd0mzA_mW|9;8e_R7>;
zzO<#5n25<|{F^42_@~E9;FZ0q5i%hYPwel95R3l3QH;9&IL>2j8MdQmN7$`hdslNQ
zBO+Hm*BfERy4K<yTT#%HG%d!?4dxa2JvAC6o;{bGn&do}>*9CQ(|l@B->82cDe=A8
z?r7~Z#y+PEH&sifUzkPL)_`;BA*KHN9)sGhuX*Bq<2a#8XI6X$Lm3J7T<31N<64nS
zoFNczxg>41jkU}>*K%BJ$62~N<9Gz=9@V~1@G*8Tr^zRiG}GtNwAJznL-6d&rPt;^
z@BeZ}l=~)>#jV{a0LNo}t!1I-$!n9+90^f{XCq|$?LAog?(~`CpyQ3*;~Y_Zzu&QR
z;M=ix=x}WFkCg~wJKo>v@<9-3G4U}b3-M3=%_M<)Ksi<Z;uqP}T!8eJy)pS`^4Lmf
z-Zo6Nro`Wu%V%qTr~E$81vR;z{w(3(9HS=I(Qtjkwi6?9bdkO*rwtxgmQ|Dd)P8ds
zC0ve#f5+dDQ=@<K_b2nkPmNn_ch@wn(}*q{u?#kDy{>Q;CMK}8qo2)|+$*DA<?jrA
zOszfVrk1Fs6D^YSK4j}sy$>JZq|@wctHfZJ$*S8lI}e%5|EsG$WM|2lI-BzCpBc@d
z*w>RkLsOnLWbG_;s`*RSmeDbp$!QCw`4c)a7&Z+qWwFbj`QN5_cz$Ms{*TE%+%l>#
zcg|+w`(~xE8(1~%k-KG2AKFt**FLcS`oVs~clPI;IlMJRxY*gB>~H<`(baG5uaB+Q
z0{-8aH~ZZF>z%9r=jwl4{geGf{#SI5R6O0=V<mguja#Gd85P;1$bTgpS>n?+WTxXB
zugB>1lNxbsyT<XM`BXT_OI34Ze@KbgarWS=5ywx)5aX2|P4NQS_u?0v(3I?(b7j#T
z$UW98{>&Io-EWrqCTo<f<C~ajd&w$2Wh@z*_SU4U)F<faQ1PPT``G?FmV%g0J;>_M
z^iY>7A#un(L;Thhm*f&aHH=+UppWqGI{~~MFWK`$qw2@@x86c;6Jh1tl<S(?gk$9Z
zn*Qw#RXy6Pkr7ER`Gu`md#L!(d<j;G%z?VL^PW>)*s2;Olsj8CRhfA_MVxnyj_Qq4
z)8;NKDgk`r-4HFi?a$@*6Z6N<4JF+i-B^ci>HoBQNL%J=+A`M_d!AaSd!F=2fTN`s
z#vK?;lu<k74xF}+I$MJrCHC}A76FkT)pSI|FU55sd^p)kcGX4rF3D%Oixe_xu+HaN
z(`)&xpVU^2Cq2@b-&6IL`A40nyl*yL9X9&55x?j6)F_f2)%!lAQ1UI)5lz()k+<w+
zO`&7`jqdk+YqITBHslM5l-1FK^Y=qKo^RV*Sn){MpdSru9CJkVm|F5`OBH{nkLS8O
z5v_i0R-Rs^W^|Y+fYRPCh-8#oF-Ik`w)Q=E^BtaV88-UXSaqRXvhh@V#$|L5v|hKQ
z#;s|eh^FVuE4%2ZEUVv7yyQ<3KDw44Tb2YBYu&GHYE9`_Qr3B%Y6IW{9n}DTsy&}R
zWyYT*%;Fgt-rGY_==}Z!Hm&ofqnPFKJzH|5?3bf@0&UqeQ0K}$)U9~}2S$)er*bM%
zb*GX}x3kpt^;3y-X5zSI4BPisKg+RkDvQXdKG`14qs*nU^_dZD*dR^OP)Dx)CjOjl
zB_##>tFj{&$hCz2uyludLgag(V~wqTGN)klQ=^i%9(U}!F<^wtY}$_K2X|_}TvMy}
z$p|*hkv}c;18;(UU|sqpkBYVCQv99DCu8V-GOf5bL&rQ1`&eol(StYs%m_M<%eChu
zw=hn%%gf%QDb``9GgXZmBj;gaKTz9_o+l%8R9%B;jDEc^B7xXB*=fZPoFSq%RC+t2
z3zxW7r<9+HwP+mg;~6#a3&QK%_exbPaV0h5&y1iWQcQft4>LQ)O<SeDyw{{jLdIue
zdp?GY?mRvvbpaAmtPZz-5!=jp)w8*~^_fwm^QwA|lwEJ=4Lg`hZm-`^g7@1muGQR+
zYYnrAin^F#r9YwnXWpRXBN~w=3SCl5y0<?wLQ~cJaw<CITC)>L4!6`X#;_?LOg0j2
zCilbgu<NFzUN4^gw3;ozKV^C?+Nf53Y5V<b(rR%QtNqcW8SfkI^nX~9Qr4j98fxw6
zbQ#GdbcDlng1Nt7E`OX3TfZ5$m*42m2s-k++-mz<^Y2)O^og7*Jx@lkaS98oUDJ-;
zkuAU4gQot>2tMkMV4QQ7Dfw0&S$}iSlM!^9;3#7oeV6`8HeBikvev`%_%mY|RbQy9
zq4*D`(bjY|){i|AQfI6=O!cFtUg^bRZ1HDCsOLMXYjkk9j8(T_sU>n9ow8y2?by2-
zk$joU-&X4}f=C@8YQ%TnOfi*N2(#V9eC&+Lae*|Bk`jvcXVxj@xc+K%Vj``kRop%6
z;b;7rbxdrcO<i4`Sfc71VT-opmK2O-E&j|_Y!M>-XwE^tKmNAF!S-j?5fKrw8=mZu
z6Kd4-nJS2RiLaWYi)}!OF8<6qI{YP7XEwIbf1o?hy$!_c%#ZvK`crleTmt9A37wEe
zyhYQ_r=IsdG<~Hg6JA40-GCNhJ=^Ar)53bsx*%~JcXp1GqvA%G7*(VdvDYrOBK}OT
zR`@x&rMhVR4JC?LH|x*z<5FcJigbyC<~d-GR<u6Ti>Zx>%%HZoy)+r85+_QS;k<7)
zEQ-na&F5MRG63}Nr^({x|F_;9*mpDKI#*v#(FUGD7K1pXH3tPH<5;5RUeA+$bl+NE
zAMK1Z0q)MLUifh#XjNe2XoR2YN2M&3NrPyb2z@x$YS1BL=KL+Alm09AN9Uqq2K1g$
zh?$X_fagb}&G*JLbo8z1&IRTe{?q=y?8>_QoL%uK@%_mp9|`;U>c34db^rSpLFG+o
z_vLJwLe-rVw`>pAH}=<8wuypM_|J`}RL_w(He|fE|9)&5MBG-MU3kar1{Jn<?A*d{
z%uCSap%)d)!@f4Aev7XSH#3w>vHi{@fN3$Jb>3td{b$n|jNjPXu!AQ?e>4xuS-fq?
zHJfoWkdsN$ccGi#Lv^r!b`sUglRN)xCv99l{@JkV<jy~v9{g+?@t;>;T>YO{dY(@3
z#980y9l5bL``?qbPbZB2*}S;#6@jwYIp%Wjyg|o#qklF{CEwEwtg3;1*rPjPdo(rv
zOpKkF2`@j#%#0+ph&z+MY8&%|Zko^I<m*KTbJ+lE8+SSDmu~0op*ivNzLCv!uxm!~
zubouiJ5t<&oX@f&39rdHW6s?5&>O$BZw3>gR-COqscv8vHfbkOF6Taa@G_0HZ*?ZZ
zOQhuIP9*7b?aWUu_TVOB-?vI$<4$MJlI_0#hN`0Ub!^I+_=&ZsBXX{io^>uQ*LjD%
z<Jy`BKbi)zPm20jinvPrIxB=_|Jwfg(mX9OB^5ThqkYn}@14B0XDZL&l=#Q&JFyI1
z{Q3C^dJk*fipaUwry@6{)Nk?lM@tB@!L~7KH#t?Qk}!p;6Pn6Bn3*PG<SdlyKs(wZ
zKBvoHTgRAkWwj#yOe7aEey=C?N$<Yfz-pAt^ipvpA_N(cUruc*dM`RPjaewqi}&c(
z&20u)!IR_TGb7#{>5b#&lH0wXi71PV()G#lZt>uB&5n&Y$Pa6b+pIvW4{KD6^Wd0@
z%Dr<cx@Y^$^!=gzMGb^F#JwT^ug|xwfJ<tLg!4Y*Pa^zyEc)9iZu1Bu_j_*zUT_UN
z6L0<&$LO2xOUo(0O@5<}O;5Ew{!C0=?gz>dZjs)-dlI$9(k9f>W^M5RSgDvAYZ?|?
zu9$|LCoeJf*?nr*+?h4EQaoLg%+_aWgm`wmKL5@+on|z~biG~W@1bpkle3y}B+jg+
zHiSR4Smi6TPt=KY{<POtwIaJ7wDo6N`0=vL_vMt{qEqv@@I#Z|GA`KiBtpr#eC8;K
z3^h?fwKm5~PN7quo;l=I-IlblcZNzdC)NDF=W@&^)+D?2nfhIbZX?O=(>`!$j(-hN
ze@!dKSV{xF_AT2rO(ma9x<yY%1xjt$^Cw4mD`g5Vt(rqL>!{>w`{@b7W9==ut8PZR
zZ#c0QFALe-f^~jMVsDG4JiE@p-11^6$l~1tFGnnz?jMnXG9vT0jAWI%K#lkMIpZy}
z3OemE#~)+Ur(DkC&-CNp5;34{$4apKExNX))m0t-8{+_cpnLY0Nj{Vb_xicH2XTIv
zG>zk%`ZG0^+xV{+kuzQ1i>k(1KZ%jg>mg&h$Ru*<m5-qE9P1X_cDxjOPkKKY1~c7k
z=C8`g0o$<_IkZ0$Ndg@Vrb<WRcFEeU8OHr3fIHltzCoEH1^Hw}5noMjpqa_<7b6K~
zpP(z%^-{~294MdEZ$d3K&X#N1st1!x#kQ<Bnk`<#S0nZ(J@}9VY%D$9M{n|spE|uV
zvJm^H+9LHlY2l@ot7#}rkmd9(djKP~kaOO_{R4H8Qt$S7gJZq6q}pe{s7vhs25T11
zW%@dD#0eHnI+YTn*yA&kdaTLIDf-YSmZQ?+tE{5@GVZSpwckfW+|+}dT=i&~p-%DI
zq&=tgw)~HCsqBAYKeqU;sY}jXuE|ULGm({XtfjT~YAdMW1ar4ra#t|7PHXqbas8RC
z*tgN!X?%1Z`^e-~vQg%*qiB!yLAu!h$v_5(Lvx8%J&9TpnHJkB|J`mF{o4N7qlZxZ
zSUtqAQ~ms@K)ofJj!t0h8IuSh(<x9lr!93jJ@2Ju9H-TK)bpg)HO;*diIg(1HOHRU
zyzy<Wd!G0AK8a9LNq%a4=PYSS&;E|=(RNGqZuS#CvA;%9uJ72oUfcjmX+D*~F_dH-
z$L7nROndXRn=th;N9vfzT2%1T!-(@xzfaQR&9{sL<f>k$UyI3(o)8>G@9)!R%a{Wn
zwF$L#i>w3`eKxbWt!n2V&F0}n@X+^d(!OVwkevz45zaTqYh&K>yR|>l`zB>1w=OeB
zdya_O*Ui1_DWq|ksp<Ni=_ej9w|ZVNbU$6wm98^<r*Fef8UBwh-aN`-Pt&ptP!XH|
zlssi0)@?D)*ye|r-ZefyeV@~EPhF$)`0@1D9MQak8u`Q4XZqe_tESbNTm7W=Kk;X3
zgnl}n+numic*CEq>#Heq{D{x}<-Dl7zMq@)Z<`mz%O7h+cn9rA&arQibM}rcYh5HC
z(z+h6!mNU-5oO-rgE3|MiHh8fL#Hx5spI42&(sp4%J;mctea^)%kQr(J2jcFjb*f^
zTlu7xb#%BFw{qq!c-g!_kD=Zf)UvlZ-qvR#ykz;gr23sidRF@mr=|YA?jf!xt8~)I
z<cREL6LPFQ5-Xg{Q5@@uIS*OtQ_FV{qxDTPgPm<}vGnQ9YF%4?Qp-S%e2ceWmi^dV
zxyIL*%M+h630`;R&@EA~eL}qTnHK$!P-695K3ftn5~&L>J+j(@&EtudFQ_G^^)}26
zKeRXMd7EwWOtrO^=lV(cPV@!mQl=C3^&4PqIs1@f-*cjPU3RWR|0VQa8%MTw5#ae6
zb+2cmmk@trytvM+$o#Aond&?znQz=}f2LPfMy3nhp6K88%<Q^MkRQ}CPIlGCjU{CI
z{5)Cjk)`-E>u=#1tM_!&^BX(&JC~Am`nR<pMy|6J%+8k7A3GJ6<mXuXj<#~5hRiF+
zz164Atza#?HN{(*O-$biWzVFt^oWxlb4vEq%Uhp`F|tLC6M`iz`{PnNOLLvC>DK=w
zMyV`&E~$MSmt1m^BGzjC`Etxze<s4o+}`*^8J^<Uy!nO2_xofc&|@x}{XFiYreyHR
zEGJp74eGb^Pwh)y%If#vdW>_61|8k|L~r2xyc&Te<*WzwDq?>&LCK=7Wz9!(AH)xA
z$4zeE|8XMVCG=n4$Ost3>@6V^dT8>%TqOTrRyVO8#0K*yXC7^CuWC{yIM$x%4a@h-
zrE5#Y0NZk`FA>^fr}@r!16h@v&N^eptR+>kzH=GS`wZ#u-swN$>>;vpy@`?IY3v(&
zb9va}&yj<pPn@T{!a2(Ao>J%Yn6)qS3{I7<MS1Pd)KO=QcU$yvv~F>V4B3p&zV%9g
zI$!nKOgjJTmGRbRB8o2K-A3D^tt|C4>YUn`naixtv-qEFop9Ov9*_CibJ1}g-`_0i
zzP4G*oTk_9-!Z9hY+Xn9EajND+b-;^{#vtC<a}kFyZxlrG$iwtMVjNahogNK_XU%8
zs7KF4F*A=jb%`jME~MYf-u&Mb|F2K3Wm8A*$<VFGOq7-Vkn!C#>$gd?<v@~^XWo%y
zKxy_rQk^1-%xUf(1FzD5x|i=gR`;;QZPeQ=+p#_wr0mpSm%^O7o@ak;e{%DBHK4Bh
z=-an~`eu;Ydi78~{!A^$oJ?^)oJ;U^=lPGWxwdfc*$?K#4bvC(1O~CQd!XD-<d&oL
znSLH@$@urbnQI;mL2+fpxt#Rd45q@4t;47DVP*Yi3mxI$u@P|#<#nfEYl*Du%Jm#+
z{Fz!t*)^&8i=6vziRW9y*jb=YuWu~yJanER&HK`kzixeIJN|8F9(5OJO}pAw_deN*
zc*OTH?N-Zn{iMbme`YJ@Z!Ai>&ZNT8n%R=^dG+{fi@ANjy|kf@pZ~|zKV9+n{|`v2
B&!GSS

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/LRU_single.png b/src/Delete_before_submission/LRU_single.png
new file mode 100644
index 0000000000000000000000000000000000000000..29d6fabb05def01f689c030ecec5b77c678e4528
GIT binary patch
literal 488877
zcmbSzby$>J_x7j<QB)8mBnDKZ1r!-#NR^Q88cJyxLSpDLks73>yI}w+X_XiODT$#`
zkQz$5;oIZ+z2_Xx`~LMkUR(~($TMs2z1F?%b+3g1DoQe!NN7nQ5XdFjN0Mp~2<cr2
z<RbLkS#T%%Rx=a$>#VW7j3nfk@F%4%I|2f^4w03-ui=)kIOh7eZ}SkliZj@%R=9HI
z%7f1&=bx-FUvIm7pF-o0{3H5)DrA43^+JVpZf*^N81-C}K4svU+9@+8&zCe>R5xDI
z4=wokKDInZ6SG@)s|zb$<t09`x;GB3I{3tCAJJi6dLDfKe_bh79rx%G|LZp4Mww#d
zwNwA&9f{JErgQ(}J|yl{X%F}TiS?1<A8*vul<1&mB+dv5#lp<w5)u-3_n9R0)DZ|w
zQT=%4`}dCN>5#(chzMPEmUW?%rlEtcfW2D!`0_jt4fK=*(`|%vdY00Xt@A~Q;$pnL
z3vzkXH5h%W%p-_u?Z19hT%8QqCivm`^DF605X-X%BWL5z9!H<B_hX5w@gFDd{NFbn
z&k3LW-<KuT|L0aLn3l81h2M_;<3&V5m$jmEjzZLW-^Pa<vw5|J@7oqG8RQqW&02qP
zN9@5$w>>(-+Iz;6A;T=lPM+kRdi3UcOI*a9N-W20?!3dpPEB_`&8Q;Pv8`%!{`~OP
zqV~utdZYTJwZjZ@!4OEwIDOR{GiS_jQhXK%$$(2?pzS3C<Rk9%WGBeSV?oCo9dr8S
zq5>hUS_bpQ73%{UZUwa+<09w-k25D8r}D|h8QkcGYiOrEY`4UxUC(?7vDCBX>`8T3
zy?JsAQ|t(PBvDu}(6lb+Olj5<SFa_OWxZOmwpBflZ&y@ns6AedMt*_eBMP&E%M&Xr
z4iVMPmiAA|G20T&+MX*T<4FFQO=NH!#&(4k!UsbtO}aBz2lARI8gVkJm+$Dfdm1cg
zR%#m-aoQVTVLxd%TeZ|%hCB5}d|;H<=n!@V3m@W=8ixlK>jXU4Vbe$r9PNqKq}V>?
zhl4v$6(}?F^N8R<%s-yD`f19eVTJu=b@dZC3*ILvA_dR)!=B2Dv4z#Mt>?B38>+V-
zm~Dw9Z?bR0Hc*yxn~QZW-i{Cn^&B=&O|BYUudCc_pES9I2FkR0xAuIDlGhARJ|oFV
zLn|4HbJp+2mXAe<cIkQtzPRL#q1#J3xqoF)!v1|E!mBq$AhMis-AE1X&o;|QzHJA^
z!uq1hx<w%iDf0L1owz<+skXO#GNk+3CYO7;<c)$<Tn^^t&?wGwdCFSYzplvOVQBt>
z2yCgh`}~_t_d{9_r4#!gF(MH_4uR;WI1c3rwb{a=X4u@yYiBs_@KeiphYDJALu{3&
zzv((r)LV0Wg_X?>7}Dq_*>G!K2n~sqI~l5$Mr?OaL;S2YDMsR|zv}2&VPH}7!_NnF
z9v39wR0Ch2<1R>yXsR+G@w_IsSC8qd^!=mNcfD1T&xh6eo-iuK`yL$>+!5pl$5PuG
z%+>tnrj92^a(TsR6HW9ULWp2iM6<w;=ksn{pWftp6xxOxJzR&cc@IQ&j4zfi&3@S?
zME>8Gr63Ei4N^0x=a!FfE3kWDfLbVr;?y`Sa=Z@r%u6e;>x`_McCGeD$s;|)IEys5
z;Ti_^owE(8nS*&np>?yCfmiHoSDp<!(x^htb|3Xw&>BvM>-6V(L^Ws`7A<{<Rug(S
zy?_&luj@U7^h{b5s;_pmQtZmELvB|2c$dO{e#jG|U85EH?0MmDtH7)70|oy04s&M!
zqTRKK^`^S$Z^Nut(`@yMAEV7X@b(0pvss<ws@{!$C5?URrl>mlaGiG#hWN#j3{u8F
zuJ0dbVna?I?tk7LX0b>o1oKA+-NFDE2DbULExI<E9CrrtF-+IVdRO1{3d?`~?eD)+
z$O%UYdGigSh*)#Cn#cL!=phJV5@)XTyIuE+fW!RbO5r#E{q%p_`tzk<MSv^-AjsMG
zh^t-u<Ky#wT1exNeXU9@heUkEy|BxWZYo`;Jg=4kUasN_?*+JWvj=J<R^?v_g;^Rr
zqp?qezaU>j2ZTNjG3_+4aSh^Ekx_m6iDKsG;jO|2ku4EIYW@34sr%E1QtHwq&O!W4
z()><7R-!kRkh!`8`}jpm#3CqTKc55H>M_Z`Fn`wRH%vg{Vw%IR=fhS<O#o)x0B}@=
zrDT>2vj6Np0=&f_`@_GUzWI9t1>aO>G4Y#|m`s<q?W@`S0r~!UK7evUTR^h}Ux7#G
zyXm6{e*X96xAo;W%0l`K9@umuwUYXPRi1r)QjGxnP!aSebFiiT?@zh*HR-g8RBN}j
zqR5Ja0rFB66$FygfY0IwNBGaHb!d+8?NV%A=I6Y94KYjw?4NJ{ejO}HfP;_MVTy_c
zY}ffwG$r`m+tDwba9JDYAeQpC>(9TRxn)>f_+UCWpnORW=bk5Q)IasE^W^d^SN=3C
z12g&9cHxq4zMb&26huN#Q_sB^kMQ0qcV%n~I{DcNW`Az<$-Ce?%lO~V`mg(b=JyGv
z{`bXqfspq8`%2Lj{EaFpqQD=`N^X4t`(<C#9Imo(7e-hK$3Xsw;igEr8CZXhuG1B>
zRmHck>^6&Zd#>aXmt{SNWjwmj&U4zfA9^x|B|Hfj>c>A*_lj;~uVDbc?TYTtkoRb9
zZ||Rbl#}N8tOTR>#CBv!G*mQ{v(H%!0ztfJBWkIZdsS{*R9K+X>jM+TsHk(Fw0Rg#
zSVtLoRh3j*JCD}d5B1>+QK`y_-7xqc9<37->W=)fnf&QY|2ky|#Lwk5fx4U(@~)O}
z-)(N|;?XiR3{#q=;5d$1>H104YAw3&ZRk_dnZO>|kH}eDiwk-)K5n<R=BRFMjlPwe
zQ!FVZmC3=*9x=xQzbF&ysG~=kbr+rlh+3hcx61L6X@33jlcI0EU2MWjR_P|E{2p3$
zvinD|itw`#_x_6~E|C-B7Y{yDk4?mu>n-@egoM-6KNA`XjcZy>;jRfC<`J!?;T<j&
zs&limH<XpN-QBC(+S?WD>zCKooTIX{^G~0t`#HPcfU>t2(7nCP8?Oj!hFi2!3vcvS
z);Kqp)mN`1tp?81JfJB|%x7cP5|QSdvKg>-^>!ZbBC}wPKr^&!&7Sjp(RfN?U#n{H
z(cP17<A*0Oz%tJ1>59_KMkBe`*-k#}HxU=i%9FU5v~1eDc*L}6^Yj_s>x`O}d}znv
z9{Ny)8Zp#x-u$dwU(c|%xjRu!o~68082OX+=Z|IMFPlH!al}w_D(hy94w6JhBlm)R
z5EUY_uU=&~94PQ2_X-3wRa9=avXGHcOTFCB*Y3J}X^tAB%9Pfh8<E`8dMZUR2kB`1
zAISKpQ+&S-T*6O_U7+$&_WN}dUL)zfQsSY<*1ngS*(^J2wo0>9<}B2NH`bJQ-lnG;
zXHZWSS{ll=OmcopE7T6!8AayJwY;|B44Ye~#hUV}K7MJC7fr*?3&&VROl~a4J8g`%
zbMhUpv}+og_eP_91uK){qSIju;pOh_4&J|3%{zQus@B%!O(PWT>^kxE%S8-hFJLJ~
zAEYmas%e;hbdNAT1yRhmjt#qc5=T=+(*fGv(QvO?(x+L~aH)S^y51E<u530t|Fcyj
zQApj{j>MP<oG;NIZX9<$%AY!wMDlA}&5Ko>XvdS|`bT-6dIm=nigykJ!Aj|tZ1Tn`
zRL^!gRC|u=P*TPuR#H*n^JDMrS<M9dP}9e_^J?egSdi;8CVMvXE~4AtNT#PLTW$E;
zu~<b_gVQj}$1h)#E~mX?_=Lawb4;!B4+v?Iah!28E)d%vb%mYtWJIZm5;mPhT}Q)X
zT(U`hXt%Actv7eE)@g#8D)JFrucc(j2KeNx+#6u^+V;AJ|8@J#MTP=D2oDjFN2{@e
zz)mMfz3&uQs%nOgkzU|!0|)n7%m<O9+9j#x%;8d2gM8dA<XB7No=q!%Vk=j;0*kKK
zC?(ZQ{weQ9$_ZhGyQ0tgnRz9YlxDK(p^&GRn(_e@lqYjRjyS<e+94bM#IJDSORJ_@
z7+$3W)d8M~<S!!Wz1bH!M<zPPcJ*oQew<K$_RJ7J0DE-mR9J(;qm4-anxOlxX9O97
znD1*LCy7QlG?L<UM(R<C+12ZsqUibHrO^2N(!I?~+70zT_LiXOUAE$3vH1oy-^#4k
z@7f;hzNtTQsa#tNGUJc`IW>j(rQ}1~&7)s(7uuh%{pNGy!NuAOkenny*lI!g1CQrs
z8YnLk&5NevOpf^WFHfnv2i6eZa{~h5%B~&F`WjKyCK8)pRz`1TKEp2Bm=}E2!kL#-
zIg{CJb_*7(Kti&n_BbWx`RO`J`o%)h`{N`e8){F98FzQxueq`2kdauUGp%F0djvh|
zw=6$B7m9=BH$1`daB<;|&cqS`6^Ua-9)F79V7nci9~AUeDLlEz|G{%_3TnDMvAV`S
zVSWumL(J=GB1BMgQ03f=9u+M#UD07fHUOPeRF3$SRq`($=7;Do0q|Q!zPsBjCtrz|
zoEZuTprO$M=5sK^WWe3ot$Xo`z-}#n(s7ato0|UDd77JDG@cfRf>r#SoHYGz0D;hl
zm6qz(89(UbWRb)fib{lQsOY3E39D_c&!i8(=aRyPCTk%OXdi^rBO)SZM@QcF-d-t(
zx(EH)t~ryQ{_M8~vEPMHx(Hx9-#{+)d%?-Utts6?lbJQm1}vhX87MVUPEeIyJ<ekB
z@Tle}OPBieX`F;~OVw-T4(c3SPs5a!>bnl8T>TSW=5ngOyNQe%@Hs!tcuk5Hsa%pY
z$M7F|X^7j4WqI!_=Ui`)BqlTGfN{yl*AJ%l3K0R@IJ0Dm_qH$K{CvnsmcQGA^;seT
zl^_*f>Q;3+X=L{(!NmK(1(Zx@IKX+A@#U-aIz}e>RHVF%*K@WL*A}oqU0hYw$tim9
z&>Qwt!a}j;tM;c)VvZ;?>zm!6I8X%-O+}qs{$9u)VGJ`<E4Y;l90}NF**jx`sNvR~
zHk&57RPqIjHSiBF-B@y!1s=w!P0iZ8P1@^sM2?@xj<`+b`eNk|3FJ(U)P0!_qJM%g
zM8b&xW*xVLg^k#)gy230WoW2)VPs#goNR}xgKF-rR#V>Ghs5@%izRHg`_gi_pV115
zAQC@&O)o8(KlLaxpPuHA?O;haNns!q$n{0~w`}GR{hNCQrxcrQ_}Q~8-WYqlwp?Dk
zAD$7}M}Jthm!egqs5Ou)0@mGA{6rOhc`mbVUumu}RDctJK1h_bBE_ZPG&B@KFZ*Cl
z<y7KX7!giacm|7%lk<@MQKZPYES=rKVT^3p$=uh?0CJz-*)Lr@13e}~z<wb;C56_W
zlBuD#c22R%(1wQW&!4?0ds>x6J^w%+3@($9ZAZj&ihK0b!X-sgxD8HE&n~16zC+WB
z-In8(eNU5kvA+ayHJ|Gm;`aGVhWX32TbNTFh3fB$FtIQR+*jJ`vT|L;*8QQxo2%I)
z&K$yo=PnG#o}r-YRn@Cx#D#acT6T@E03aba{zGCJ>tBAI6i27}@~Yn(6M41=Xjb++
zcjCA5^@9tnE}b|QzpdvimmnHUAUVpQ%@zhrY@niXg-lo_cCL;*z+IwZMt)8&<#qlz
z0*g@3z9W8#h9dXPQ(t%YDq1LXX|T0GWNA1eD@pW0nUibWEvtnJin`LLFHEB~%x%Op
zic+WV%lTV!!e8q+Z+<<h_AvLARr@x6u~4Vn=-9(E5ik~*^CN1}y;)iO6`GVWSsFy;
zk7BU{w;({X)UcNsFELVOsy3$g-)$lU=65!Zz~|+ZH2Hb?I)iVWPG%gxQV;`{F&uJ%
zGNDP|!qT&yHwLXTvy-{l<-#i~<3BeZ_GLQxO-{nC+cI=sy+-`}Y057sbRDG8oD6T)
zGNf{x3#%EMsHhBZG}O5@Et?{hS1ubp%NfonlJ)-bd&F!%mV+p-9QgH=^nAAF6jJkh
z$rLnCllCs@M)l!<Dqw!Sdm%C#Tb>K3@84ymTu8f{&fl$m(s{Y68qPk|L~~fS^)|`f
zuIk&pPByk~c_x1utDnCt!Lwm|T99iQSr3d&vaS!f=s(1rI3S264`E#qAhy-ioSb*Q
zutVj<avS}X=YRF6b8sFS$(A@-_)1Ctk)!Ozs+c$$AAXZwN!1}Ye9N58%Ko(rYbNLJ
z)971(Rx8$dyv}j8$>FA9bh@vaT~?-VUK(L|jD>;p%Xbq_`_cMv!ZbTh?se35?n)I>
zm^D*ckb|0<HH4PD5b!K!S(#9?g?Ka1jm~{KQx{&V#dmhqHjW9HxN+@oLjh&^IEHT*
ziV8I3<j@C)B7BZ+k<y{~ykB?3ne2)DUgW@KOLFC3ms2v+si&RPZBk$W8B+Q=xVd`?
zr?&Gbnv~gsefJl8W>!)(Ai1rkYL+=tfPzp$DRaVrGYEY);^tP8#-8O?(bB>^Y}Fku
zXEpHL%0eDLQ=p`dX&W1p60IiY<j+dCdv{O6;N}@q{&>8|1hf*}2fl2c{j`*e3VKP|
z{D7ceIhrU+wZyf(p}5u)?Tr3~vlR&K245=o?+5tkR2hYe9F-RgoDQKUFU(c<K<@Rq
zDJIkM$hL_k7Qq%s7hd@msL8ciy?V84J^F5$R`e!<DyZg@>zR+|H058yC@;{d31)me
zS>{O)s@$iR&CO=;NG~;F(xkp;FJj@537LT5gCt&6EyT%tQ$khs86HZV*Uqz0SgbNp
ztxR%_jWt_h#5L1;7Q?qRn#hu0uA-!5E`>U;qHmLvWk6N5JO=*~^_k1(iE``P(@eum
zfG8`*Qse_P*94j|qc&ro6VFjfUm5)+hHJU=F<4GGhf0iMV82;}F|#att`MTcx?$P#
zmlFtxj1PuTn2Uk{h;?=gi>$k6Y!mC4ACUa3K;+{B<msYC=}=^NoD(MJ!?8rxx8B0=
zTh!XDQc`F0WVT7GEu96%+zwR;v?AeJaThq=GH;7Kmqmqsz#}-gIAfY8F=7r+@N^Th
zI0I3D$+gKnf|2B>T8D-T9H>#a4?)%WAPa?vGxk5P#Bl&emcAJDElPVs6C^S?*!0fw
z7ksnB_umiM5PX1B3)(F{q0ePu!5Tu(kQs2*m}0!OYfkU<<I5!eC!>mwz)ukhN=na2
z=|yr6iFr}qA7_P!Ca77-#)41-XwhGYeCy#%Ht;i`1W(Z-DOJYM%xp%Wog=PU*87+~
zC+5*k@*{k&u!6S2LOR3P^Vqdl*8LU;V}l9p{%%+b4Dc0NxS$$<<2<m2ek9p^tVImx
zx+#X60jI95&%opBs~oGqvWdQ=xiY9Co35#&kp~0+YS*_w0}-b=Rzox&zIvAy{*FCF
zLQhrue#u>;mSJ={#lHkZf@)yt$XdEqhIEbFTI$mHHtq~)lU(@0fe2v@)zZZCak^*v
z02KyNb2gg@&$^(I<gzH&i%!fPt`b&scb9T>a#B_3db}BMp?7S(h2wVQ74Aig-^G6I
zV?7j7^FnY`!$4VR9g%Db7hvtQqVMyiLl^VH!+E)mpCmK5?Oce8jz+eWiB&s4_*yj~
zH9D36^RXcdVH|lFUS{u`70spm4S7MU9Yp374<2)V%9DewyZwva>F#q>6Mq2NfM<|p
zesn8tU_njqRQNpl#98@mb()qA*+}~X89g&oFRD!7;r>=~cT&bhGqY(>ps=%jk-sY{
z%#meL?9uG}Q+z+YzYQLhT{xmv=00+FX*>}V{*4zD75T3EIg?YL|BswXW6Lg>!BS9v
zX@<f4Ogu$8fPP`@>&Mc6Jr(b$vn!tTKovL~kB;8tGAdDS_Z`dzl?*L^Mo^X#T0Q2A
zAC*E#h2>vDBLq=LWdHAm3aJf4#I;j>?0_?RZUaa*dcAea?29#5<SioNeYOg183KPQ
z;N0iD{;~IahD2kcm_Z8H2pYLQFg08*tk}$)NpkU*8Ym&EoxOs6jz>xqNQwOTKexAQ
zI$@w0LO9ZI^@prwzb4|HLDo^cHlcpcVk0Uvbl-j7)3e6vPrNE3h!7KQl0{rP=}a=p
z?DekixRbABkC&vL9Xm+}Adv5az@G%OQ;H>JWod>>I5lfrvN^f9WLP3(Q&a2llvmT9
zoq;b@BhR*Wbv4fANTmP#NnyEwrm!9I&=+>e%+1M>^r=t6Pw?nZapSXueeX$QD5y@Q
z7|ivE>V%5&Nr5v%95srKc~4lZt#5WK3S7*0fv1Bu7Sn4ftEOT$*>4rl+`WVLL=VR!
zUQ`I_x4u>fT3$9a^U~Z*`;(Lsh>DLQuRU|Y1J(ja2qv+nHxf7pDCZrwpQ_p@$ZVo7
z^uJscrKG|mofT4g0H+WsD%R1_xf#@K;5{X5)%V77%x8hEs%F*U9AqgG7!jlNrYG~N
zvGbx%#khxS-3;T`zOwc%rN;$UwDuD_cQ!-FB5pzDI=@jHE%gNz6{tymXfQVz(mt~<
z^Tjl+`y|jq{I-Gy&UUv@Qbb#BFFP*{M&$tuoo`MBE3iZWfT6%~YQ*S|syFO+NC6s-
zr$;n=`{uYb8kKhm;N46iHZorC79*qUX3$E;lZVxF1M$*d8XKGE-a#P5)Z{;k{EtOs
zK_!gX+a(=y9(k~dA5yIx<9z^qUW*jr2H@^`xOG$Z+YhGfjn(i%Ij<w)&A{_LQN8;d
zV%%k!b|(u6u$9-qR`O@0q(}<8WPvUzh3!NvM}E1)G6Q$u0wtlU<8wDI05x7P`aEAO
zs3*&w^pb-rHiwisITGw#-P8k^+v5yOjYmpt-B>Uh2%pWP`iZFjqkXm`VQJXp18Jau
z>}_%}_1Ee7BSMz|=X+VxA|JlB*wM|JY}>2utCv;p4Y!)1JnSn(s>qL?q<9d>V?nuK
z2~N$b;t#emfdnbeKRbVN>Op^z{ReZSdlF(|%hK3C;uIWYV=Go3^}JS;DMNV%IywbW
z4ELnncyV(xf8lJt9&Wh(76ig4J+Y(YF<%u6ce$-sR9}K%<?Wg~w!4-^-k63LsQ?0#
zsM~R7cm|hV=tAN4z{0OE^=eBE?T&Zj*#rMVDA2M+$^?*G60zM*6NM*vAm{|3{ouo$
z7u_oK6B7Ga>my!Y#23)bk`jcu9`aL=B^Ak+4M`qed5(@G8%3@I3sE?qz62z()wj$#
zQ{Gs-NWE{v)6ErX%$j4o){(OWnfPjXAc?$lf3Q#W#$=MCgM;<6niD7qzCn;OOMm<{
zXv4oG{x(-poUykhIh2i)GxYP#;o8q>YPMr8`gFcxd0;{LA2KwaJn^CBEiPUDfQp36
z?9f4h7`wi+=P|cD5u)kf5Ie3{riweB@Z99M7uUfOLf30B)#4ljgh=IRyWS!@cO$^7
zV6I!&n>X=;r(OT;O?={nhB*!Nv}ISpzysSsXUTYe#@-~+d7wezX`vZ6UI-(<`*i}@
zffs(W`zJV|GP}kng}N~Xb^FR+Iy!XE?7c$%`uJ#bVMNvr<GdIj*Bt)X`46l`IH9s|
zetY&#e1@Y>X2h-7j__8NA)DLNGQ$6v1yHN%c@o!|CM95v?;DrKN^k`RwQn2|)0H3i
zd&dcn9PyfH?vt6~)0HbMu^7G(ntsjFB8Ka};$7yCF3S9xjuA$UB~*s|@Af!Ab7tuj
zqNu1SPOFLYwu5expn?ZnOoA%N|1254;L{mlPEd({o!L9KaQ)b0me|%iyy?H$8}|_I
zBBCcIW=DWBK>hPAwjZZYm0zIar&k61G2KM4pzLBk71wxyEFdk^z13OCfD4Yf?cWr2
zJia9*LqrS3J_RJr<7Yt8&*kNtfZXlwds_W0W;5Wc&hP1={o2}Ez^*>|bJ2z$PO_*{
z_0_Gn=(Y9douo@}W%nvYPOT+eS}1?}Sck5_S7;hAQ@{antq{}zM&5PuW@ffIsIis;
zJx`r*J{vb`CX*B@KrR(yzs`a{`Nt)A2ZWzfTL;%SQ0kPK+rHmo6uiO8TI#WNv8Vff
z7_H#-2Y~<fkUujI0}?2pJXRgmre;ZBHT@c5UXv}Q{mI@Z=G;EIj~kS!9vhS>2Phl$
zaAZ$lCfs!HVRTafXWJN9a0*6GT^{#wtz+;x-~<`*Iw(UF>uxKp)C%F|bSy0hCkm>N
zjVWbf=asRket~-R7hO@&cKyN^1T5F1r{dgXgE3Wk4FHMa?r{0V-8QV13g<&=`Mx;W
z{)2Q|gHk?D&Bf)Y%E}2FYSBJ2qWI9?x#tbg3xL+ga#fwGhaW29tcJuf4#aKxM<yDi
z0BR6IPgVHiVGSG5i{{)U$_YX2Pb`k}147?s2NPncYtCqFtv=eT-XJXTOd0CX+tJaO
zB<z-f=ivxq%OL#u3-671J(>AVcN4@CGI)RsRNp+cwQ9LmLLT4AV%S7Ri$2YAaB|`*
zCs^kjLn{gOBH`Eo2osi*2Qu_O4h1MwmH@k31cACpP@O$GZe(WbQC|L@`{Q9cp$@zG
zj^CfZ&AimgRqeG_kx)iRd}v-uiVi{4b#yCxO*Vhi$cPNIL{Nx^)i+0bi`yOtpV$LK
zFTmhRF95I0KQ3;V|I(xWe&@sdVWm%IiAgmbwEYGJMI_tJy(fpi#u9-ds5#+NDHE_>
zl%jK~F(XrN^J{7Q^z?Mz%ZX6?joE2H{5Q7t=?K|byJIe!GpnV2DE7*|?!N!IlD$W=
z9X)uMf0@V94Ks^bPQgK$M*l=EE|-fX*PvvU{8)9Rg$B;;d2GLbWU^5Kp;$2n>$tdh
z8}vcar%t(Wf~}h{I=D~R&%KiN=^sCgoin6|e6OoNls+~{Y&?wAR!O_dRD(AvGO%#I
z?eEMcB)=_MtWh~GqJNcV-prZ4%%o;JgL8HF7(eMC>O2NJLnnHpEa!tpkoZs@v(a+*
z9C=T*!}8^$6iD~W|G9=?Q;S(-b0~3{@w5+N4Y$84r%OvB0l@)cJuP7sLPA7{av)L_
z3>TF-=imH%2wP4A6=Yg|Z7myD8cI&Ky@&CrOasul-l*QaYtU@jvEy#)y@jhWbkN2h
zQIV1Jxx4L=F-B=v#@L&#0v72^snC7XR(|i*X{9mG?H!i*bNh{XhaR(smw+nSvm_9z
z;jHmEB7xen>wj9@27-zJ!iU9<$)pS-?4UX^;LD0{K`$#=k=r6bO69i^Nu$i)LUxT`
z1RW*Xd++mG(DRsXv;vLP!gjK~%fgrxUF1%mGw9FIL9<)Oys*TGUwE5zlQP<TA9&8J
z5hB$hDG7t=xi5{qFB~1CU0{)<hXF;z;p+H#&?t)kSxW%segPjfbh(Ovfw%_PGJ#h2
zXIpRnJyjGU9Y8)<$7&#6Fj|ycNgr|R65ThcDXfcjB?fv?=`0^(d`A{RO#(G7zYY9m
zL@UTRaOC2<<-m}6OJ|XkRtl;pd@8mfyr|h=dqVhrXQz2O6Abh~H)9+ogMEBgvg7V~
zzRgk!xCbX4t`e1{@t7H!t~N$6D#j1jw06d$IF#+{Dh=uQ8Tv<uUhttD6TX_OM<g;@
zlKro}?Kv_{5KNECC$*doB{nUm;sCTigl@#(#aU;&(rGG*aG>mz8Tb1fewaxi2w#A@
zhScQLoF!Yl4S)}Lw4xo@^TXYe<GE#b6IgYK@{RPS!8?FTd+gayus5Vg0%jeX{OV3*
zhk5VFifwmvA$If2iwKHq-}_Bxxo>my*IW>=9$LF);H2qmAXFEckg!unT}=FYNZ=nx
zLK||0X;=(w9jKi)HY;lgr54bLX<b!aLl}lM3DCakXAXKgzw6YR<K=#!f0A4(xBRVr
zJl_@@t|wY4=*6R2<-Dw`PalYepnDhD?(%n5PAv5_j2jlsUa<h;E^bcHau&@fUWiTF
zlUC1e0#(Wmi>RxtY%D?f6Fc;(0c{>bTqo^y?Y0_;!vDFW{FD@tmd$yGh%N8%_wU#G
z8jN1DC@*FLF-}_MOk6+EVi6TyMOsCo8KCw7IbJa)cqJFq>)>64<kq|w^MO_F>r3-#
zdiL~o&Iwcx14>p27S&u4>t|eMD0=d+<{FfE3A9;zg;(smXSfu_qg3I-uQp1%Di<1+
zE9Sx-L{WzcpVpqbT75%8Y>EEoR-!j9=GW_1$N=wWv#=-yp@fm=2~bse+<TO5|1m5Q
z)XW`wrrwnzvOrR&ptbIals6$j87QAa(8Ogq{R`oni$UUZ0sh%+K+WoLKu|EZWT}Fl
zM$J{R{$Hu8)j#%bNMlcRDw-t-d%oqS9V=|@vM(LlAOvILD>^<8N$oMO#ydc)<=;j5
z4g4Mp{Kt7i2w_w>vXz*-XFkNRG#Hlm_A;Yl(zSe5ru69<Irj^;xcOe9z2yd3!e#~r
z$-_)lGFXgg^9gld`l;7|T;e7`2p1HHh_3!JBMI>MRf|IIdDV29%<o{=x5}LlObTan
zb&Bk2>Tot3k=NqUU_;k=3N<`lYbuNJYyJ+q)I?66%K29@+IawA&o?km*sQd!9M@>u
z*OqIYA(oumikE3KcCe3LfD|gCn57BRP2Qjd0Piv>xusuhWbo$)h~iGFiXZQPO`m_I
z)eO>JV^%t$rJ0$LpylQDj>TYDetXQRq^HNv9QAXK-FtJ%uFxQvkUJC;y5+k%l5c>P
zDq(r>BuB(~Uqs#lh9So)W)o8(VX2&3Z2hDJvp%?ftq?Tezl}A}<=Z!mq|@2?81aaU
zs~;UDNn;-foAW1oD`Q5U>VUz6R0i*-?>`Ig!gf(Czz2c$Vcm~^Q9Xre4qWJ0bsgnb
zJMyVLe%5Bq!8D-7QGn1YoBi*(oN_QR>JOy0GD1svYu5!T>LK^=tc>+IG(CP=-2M#u
zGgxPP#nfIGuBKd=oj^PIKo7^R&gu{KPku(X4;}rF4p+^Y#bAe{77x@Z&#~V$o@A~A
zqL7NfSj8jXWZzdnC!&F#Um7jGVbE9VS<K+E$f=lkC0jOT%Q|`?m}W@RMB1ev&_3sF
z?_~D(PJT0EVhB)c#!q`l=xM9M3ou`FD5oX=>0MxUMJj-t6gjd*;r-q;K0Kn7@2SK~
zyBhbGzYC5Fmiz=Upj1p(zF{;qGLrrh{pD27qPcv34@EvW?ROOt61k1<CdaBOZ!5=*
zp4KHK&}uIhzDv?U(V9H$dQp*X5&F1pw`-`{WL&0tWjqMxrb0-9iR;_jeezufnK<f#
zo{8k+``e>1EtZH}T@38c?pq%ytv9jaz8F%d7vIX3YT&uqZHE-GxcBeAP!Oi3{=OuT
z1pCcEmEc`r8o$N(MPs5q(HRhHjy(C4o)Q3sYHC>oWtAWYfKJFI#$l<3<0T!Ikkhb1
zpsbM{Pa_Y1U{-0x%H&IpiX2Ny9PgJn&WBAJk5Ey}Wx5{2v>WP>CA>--{eA2X(lQT(
zEqG%$7WAa8L7s5#@=l&_#b&kj_LdJ}1i-w&(dIBpZa5}&*Vl+UK10|JnhO-14j07~
z(Oi*K!lTzVqytY*2>A`5uP|M#v_C%21qM(+Pawy2MWv(OJf+%o;j#1WlpzYr80+S?
z!@bFTgSHYX%Z)D>Fc)&3WXbX_IDulIgpRv;CV~{2=358X1M>tfP;H!ZQ}qCt-x{mT
zg0+R%hWh&ljk|3k4(EUHM8(CWkJ!;XalR!%9kQGS@V1)shq~xmwk!#m{kXW_<z6O9
z9&rJ6thzFx;#IRopzW$0K1heWu^U)8ZL8bg8mQS&WEJB0ul9C17(09TbDDA?f?02K
zY}*sa2gDuKc?}-TFRwv?A2BnV5mJ4$PnEib;{}5BD7w{cN_5tZ272kK8<_ft`t|V&
zA%)o=O(AMR^Yc>%>3`2~R6s$U)8XqFXXxgh$>4s#DZ1Bf3Pjm-lhni@{FR*9BmReE
zA{(z}zA_Lr7`}a2W8=X_pNV>uH{8g+zD|j!u3C;D#N|dznewmOpUw$=9eFvQFdlM}
zq9e}81zX<bk5@zvFe6u4^)&VM^Ek6Mdq(U#!y+Pv<}4*j*?20g#$Gq>InVQFTIc}%
z-8C>sLbMR!t-^C)l9}YS!P~r1+^}e;{H)m6*cc4_h9bX|ce{+jR&IKKa4TJ|vk$m3
zYjof0!t3=dm);A$4RY&O8*r@=?s0Htj1*>JWj0s*z^9fZNN)3pIG)d`Q!kG9u9g#q
zhK-CYhN=}(MjiRD@rXhwvov1~V5ed`zbtHry$F14AxvC39CSDd?q7-;ao{?#$p`%!
zf^;|LJu67)XThnu^FVG}m~UD!6;;o8Wq&BQY`1mXW^A8Zj2BZ-eOX87Yceoks@Io8
zHz!NASBYsJ3ziOL5HHtA7S&ZDR=9?97K-Rbjd3onPM|s>?L9uU&Z$4}h_Tz-ytz3K
z&C)xz{{a8Py;6tt?`Zw~N|5{iga=z?&;+aBGp{6k0V)F9$DhLE1V-m{Bua%mZtF4L
zKGM~z%miJtcjllZu`>`Rcv2K$?CEoIG`^+kA)lGCO&z*WM6-m~vn@aqmzR`ZJq0HB
znjN@wpV#i9$;!U>4{^DOCX_Gk-}2sArK($->?h3Iz)7#m?mb;K2Ze8ct#He==qHCQ
zOdeB(<!kFGoV^`gAxNK%?;#=OZmU$X-wJdOyKGB!u5^xMuSGV+WwB^g)>W(zI??yi
zoK#f`n?!&QfsT<mercPZjd{9^MLD>C!)n#h$?QApa27$O1~^~8=TZsU&#+nivq;o4
z={?hVeggVlNshx5tFXKq4!V-=pmpf1a$y{i?|U>w>;8d2b>80cF0~2ew-?GH90E&3
zYcV~c&EK{l&Vfbb=-JU@QeQA#YCp}V0aEbEJy+pbw~R^cX=}G7un6yJ=Xj9q<}2c5
za-3c^5Zpu+bm=tn$q0%|PEIk9(B|?hjgpzDsac+$3JC)h95KVL8u<?&58qFlyzwEN
zW01|e<{H{nH9`v&!bgQTqbe;11`3)dwICOT7Zv$49Jb>;Ha@k!rld(vKOMERK}pd2
z1;Bc!k4n@4Z%hHvxFd9Om>JTIRxy@*K~Q9BR_yx*Y_YJ_a6^yXU0p}lDXv!)^WRe=
zJY0LuGB1gy24T0l)k77d8j=Za&i`Ztts%PChx7P8ex8>14ZDG*_v?%3z7-$Ou;mZy
zOm#<X<&LP#LDDG#{&RPlA8y93Y<~2PxfaI^rm_g-1<@;J#Lh}G?C+R+v`T$)7gL~j
zfZ_v2c)F|Ufxs+2p;P$z^OdnXu5ZqgzPSUx(tSHHP=2#nTX=IfMi{iUj0l22(%6d-
zG*KB1z!idmIpUIqk8MzhXr8ol&d^$z5f<xyu5CdFO&{BL*t}o2e<XdlKAk@e8s7vL
zMU-;uietob#K(m{&9Ti!#*A!C<7&$08k74gm08Dp+Rq&c{y{%5*{pX<w$yx6K=5Sa
z2~s#9(lYbO4glH$nBgQ05=|Vs1cS2&G{TaKP{{!b>I@i`fmmkcxSLtUsQ#|QdA`gD
zUH9tkBj&g}_5OyQtJdjL5Jh8<cQ`n1_pdDPO7e(#Qc6h+z63I?hK5ESp=z9%5E_^h
z48H{+0`RbbvUU&T(q3cretlOT`&Z?L!%enVul7JueR4-3iosf>)@B4cT;xi?Tt4SV
z8A<LQ)xY&=BEG7$Nj2}IX;SaiekD+{F1!|c*!LngNTPJ-Nxx6sK^NmDj+I+`8v{iw
zR!5_KBVpc0V9G1swoVLb*}wvX`&Uw#aywI3MEAd5B%}<cQ-nf^P?(nsXfNO@gZbc{
z?gZ5fC`AONQFQO80GQ3}Pjn4db=F7${L@<Z_IWT?%QL8@*(?SChC#1aD4#)Z1ePxh
zrjh@7$vg-k?<Xii7RmOwnB$?$)~lXYpOCoLp;)U2mY(0f6(W9ZA(qB`AM|Fo+(VID
zN`sWR*M4Be!Oqp2R_WWHc07<5P03lIsjW~jsD&CEhdste3Qo^bFRZdQ^e~Yr{dNh^
zz6%xufG&3AoNsP8)HNqa{U-E6{{oLuI%u<d%=c@y@v!w6G(gkA^a?1YI&(1vI-kZJ
zjr(n3iKW$t9Mnum#F>8@4*5vlBiHCIC)Wlf*m&pO!VAFt1{w?-l)zkz#4~c+PJ&L3
zHDH`C3YeH*Yxh{FBf=rUL?XqtXXfEvg7T&IUfMt~ozIoYu5f!6_WTB7xc}Zh7)ms-
zuP+~%WBVvXP)J$}^lkTcb9z**DZr2bA!~;oSf!17*uU`co|PG{6z>JN|03`?YDszb
z@(KI84Z8=P{hoCqqqZM#ZQsV@V-GhwpH~5;S{i#gP6MP7F}-So<YNo}vm2q^SILaB
zQY3i50I%)1OtMYSETDekN%6UFA16~a_&mH2Tn?3Czq0jV7ULlI!8f3OUraVe;mut_
zz!AnoJie#$P+VC|e{;?^eX0)>!`fXULW%@MYlzxcMb#m8`EX3|x88ecNkh@Bv4w&h
zDU3-)p0F7rcvCL;cX9fS$JKg%b_BNG=7ab(Y||EG>GWQCcA=aIS>~jjhe;UMUa7sS
z{d-#C^l&Z65M#%`sPO~kFUGx1Fkfc|_IK4r_+(f_)A-ku6S9Pt4<3QGKw!|4r8B)m
z_{QKv^^Nc8$2~8$jW~ju$L0jfNmhPlTg-NK13@ox=YS0Kg7+H7rYH$rcFT`KRPvwQ
zCj?Nf#T99{djB<cUwDeS#bt3HXa;G%#{~e%zdgrckp0tFQs9KuN8x<GfkQmpn+dBv
z9zQQFb9y)gv_TgFcH1|;d&gKyG(1h8;v*rF=6emAO*{vO9Ai({_dU2*<$g1cE7!HP
zS;t&gnmrEY?fH&*dI{4#aJ9sn!o+i#7DeBly<pvJGKygr`KrBrV3$x^s~>_stFLmi
zAQuc0eZE0-GNnoANd%NYha)0WV+?h3Z@ggI+~dTx4Gpax_wuSRdTyD|0rDCNMhzRP
zY|DN#>02pd#X~kAKp4v{>|c+&FTr<r1h-xmRjWLfRR8tsX^&HYHhz3xtas$XOxsw9
z(WfW1z=;fe#~u>~ZJ7Zr>v32d0Nr{+&v|Pg1HHBTV4Ip{G@u8#WfP<6vnPvO<Z6#k
zR=8yrWw_xmATeB7HcC^DvFW|1Y?Mk@#3%=%s;&BxKdRkctUHZNU|xCKAaC}_g_#I+
zF3f-sMQ3M_LweuPWAl}6Vg1K*e3?p5>Z^gjdVKFnrh^g*X4`wQ?(VzevHip$Xf^wE
z8Oeq8ZM(=@28YLsWA5+tH50|Z+q=SVBxYKH-?CKtY(7ZznS&(fHfi9S>uns@KcDOL
zbAUkkDTyw^ub)dJzkKHX`8VjmwwW(fT8;cKp)X%TWI0Tgt9^Y1JBrli@fbWNPrZF#
zOqrp2xoUe<SyTJFh}ia&&_UkLf;SIK#~D#o!M|3X(lc~6>(p)C_afX?i{oxfn?tMR
zz9aVrbhAZKx7c!t89anA@4Sp`Du&*D_~n_5*3`CDgr2AEOkO#d*lF!r30kk;Y#n?$
ziqD;jR8SV?8h#aKymaTup_}nA-D;4L7=;Xd#Y4Q{WpZ*XeYv{VQlH-BnRql>HJ?l#
zn$6bHq3Ezf&C+DCH39c|x@vHDTAK`8*>xb<QAcL2XHV38L~+ftT8aJ2f5O!dk=CR$
zyIjA$`(b7{ceM!X%~mnuGS=silEL7<SpH#y)i-37@fwuc$nEh(x(Ye`qwc3vJi1g9
zVk@CN6p9W@Q8G;*pPf;Y;m|Q}+3n$<>5D>}A?ci~$KM+(o4oCcL5~Y5!FRI;t=r3u
z;|p=JP~w|6Cxd&p1DrY!y$`-WKa-Z5%Z^G&y99-^bqac~xY_L$2+l{wPn8neK$Aru
z$M=<3UXJ~mVTp|Y@U7&H+p$~y>iC9+Us=uHC0KbzZfR-hJ=8fl`<AZ?3EPL_SaZf}
zSFsFrPJ9Bm@y0K2yQY+D8Db887M1+?&_BhAU81tJeW5P%{Po7c1$*qg#TWyYu@vd$
z9IB{>wX(z}JT*|LUtG^MQAv4qA*O}8fsfh8YxUDz<EFQL4%ctq%o01W7TNg4xf(U)
zDi6&xg2Ulc?~{*|MfP?U9F~Xno8R>`s>`IcjJZvjkdr%f-)B@v_{&2e)&l`9#s&8h
z6BF<5<`GZET39p*D2;IrT!Y;PE)r{z98W`S=&Ws1JpSh0#+b5<rza9@doiZ&N7zmy
zw5usoT;z){GUZWW;h8DViCxnJtbkomvH`|R4)w11&|?)VE_$^$Ihm5qo{s~SAcnNF
z3oP<-uXJ0@be)V;w+~SEF<##}_%xD<{(D@ZyE{&uIK|n}XL?NVD1**;@hsES=XEj_
zj#Rs^9{Y8IOTi;k)pQI2>-C4NJ2SbS>~|jAT%X|zyn3|M;x?PO>#(UzwmCsNmtH~_
z92~k-Wu=emc#)g_ald|R#j}Nsr=AloEUYdwU+G{X(-O%^7AoXK-J-2j&py+k7YYB%
z9U-9ZxM~8Oo0|(xK02s(+bkb)_~D+6e$uEV3q3Dq{39*Xp>=w@Wn<Q&*~)0&EtpQ2
z7j?_hl1zNh+ROD@^3>PfEwpU~LKsD#<L*yiYfJAtxmmLBFMz%@z!(N6l|(Ll+*v#|
z(!`Uc5W++@as!p%gS55|yjs7Jy0af)-$WhSz}>mmB33dzgUtHp{ybf5(wQ1}bFxd=
zSrKU2Aqx(0>Kamh7FOLoG(;mXw&q5EIE^&PhVsAR<Q9^AMt%hk)^Gu=8<WHf!|cvK
zAqiG_Fq>3rl;GaEV!XSC?o$Phv^8oH;kK45Fjc6#l8IL1)w3<p(s$pTol28m2^jGa
z=0ef`CsHAPuhW}!8hy6+vnPqE$0%o$_j7lC`SUA4iRC6&Sq(#Ze0GQ5ym{w1O<pp>
zT|e^nTX5|9<S!FnnuVeo#KGL>GbVH0_j8%<8_)<jTGH?BE=|dZ*9)L1+$M6bic?YR
z@67hym9yUY^=Y+NUYxo&$?IO{@h77+LSWtchY_hwIxncW45=)978*=CM_=8YuT{qW
z`ay^$AJ3J#=GBl=AG(I!u?UADDPpVz*&s_?e7qX=`Rgrz;Fm^;ZcYiF0}V}tH^3q3
zdHQ;J)ou+hy3Gv5=B7(XN*0JYTH3ttp>>!z!vnTNO;J&CH932U(gepyepR`lgEZ$a
zV<40Oyi5$;H^&6sCyS<j@hH4`NH!#fqG$WPcS<7DS%MpHm!`hjFJ1+~LWuVYx7PQ9
zOJ7H(QvHoW*u}*~_;q|G@sCutJH<>Uc8*@T_@{f&qngkT(>x3c(Dd7+V!vLj^6cAC
zVSP7W>(rX+;syWyc$9KL$?H*6*T#p%z=meBdS3~f+MXPMofC%Mwl4IplSPwbLl-7z
zV|;J$Gm5hSM|JBG73ch#eR1GFvjAegeLTj=p`oGolqZDGlG4A0U*UWCqmdX}zaJb*
zXYV6|qImP>&HWc=n+zGp`0S3yB68Cso0DqnuNaA$#|Zw&7ibC3Y*)wrU5V!)<$_@;
z;M55D=iSjkf#8a8a`3<>m)!IUl#5FXrFa7mckNuK;P&F-WRU;LHIOrMP3|}DH<znV
z)liR;Yah%xmF(NmWunhqnk`KpVmbPSwJ;v9l_DI^!Md>fh<$eRdow7(kgX96HI}hP
z-fI&n!1)hFDKhMeNtE7uQ}=_}p@tya3PV=3uz3t&XUxBTZE|2WWJDHLS?lx7f4o+{
zSKJqt@}ncM<_=nTeov?Pv8?`X1Wyy5$v+GI$E9459$1pzTj)RiVWcMW?9I-s>soi0
zEhEnG_$i*vth8}!0ZVT5?($XT8W;g$u&Hea^U7T<CZTmyp`u%eQ54Q8cj~V*lju-0
zE-)q_SMSlffWsoSE1GPHmm5VtSE*;8Ol9E>q*ele`|R5#!AbcF%-Z3TSCe;TZ|j%w
zF(mBC(W4H^9lotHqNhT~U~zGafh6p<{5}eN0s_swU0)wTiEiFB4jmIfdmimQxUH+!
zAWXUZzISlYqG)yXMbL^8^c9EG&oEpQbId4RjJ~5iy~|+#zpYcV@BGpv(6wjawO&?7
z0Ah9QGoM%idsPLI!vQzft%DB-lP^p{R9%c-M%KG`+MD2+idtC3yxsL(r<fd;x<cP@
z2^if&-Tr>8AmZNjVJ_TL4ePh<ZGK!hIits*3{5W(E7>;h86Bl)s9##iO;?esKbSU1
z&t*@`WuN>o<)R2B{%gCeqpz4yddyF|{slSLgp4img55mI3i~pIQ^&4imuY1fOCk)$
zub22Udc*AMHv@EP-E?br+G<J`l%~?kQIGLD643;w=GQBPl8J4|;n@Ix*<Y^HJ@|pP
zP{Xp-L?{o7E*~b(n(VEYs>!6v(R*)n-t}<S3uYLjl3}cK`bX5Mlty05{|b;5Dqgd8
zL~w2mj?|e$e2dJ~UOYokvcAV7o3bB-DEz?%4h=23y61)*@GRMTliE{njXap|v{1*M
zu3l|UcL{9O9!rLwm6Vipa#CM>zdpFLFk$!znz`61>e(Q;{al!kZ@>l-4H&qVU%PAk
zDEQjlTZGqr4u9=Xia88Kl}i@sCvnl^&jlawasHDD_qIY#o!OAjHIR?t4z*9-#txdM
z!zPQn?33Z0`{tbq)Y-{Cdbf?1jXe3X8pQX_YY+Bn?z)VTmjH>VIj@m88{OC45<*8~
zk+>NU{uTB0Jg)g?yO>dURStu;LOl=vgpI;t_4)^pLT0**t{4d~MSnPuNd`=0G0DSR
zdepgn%3(lYEBDKx&+&ftly-wh#?9?Cx8AHnCOG^i7#v*cQ~fga_F+Yk_x9Lr)WyFR
zvnE`^j5>WZ-yAa@knfxO@zGNJ?m+F%%uqwf)rML<o6=2q?o`3|anIz?csmd9iz|<o
zce5t~XOn$6Q5SE@X&GmTK~X#C)hOQ@)qt?PJI-?{IwpO;2+YHHbTAB1+Wwg-Y!lR%
zfj(4Z3t_YU3Dxe?03LPQu4+2q{e=IK`)YHgy3F;^=xFo5WjsHQY%Xo0aUTnxgT=P}
zsl{WB#~Br(n_q(kr}P>CVLr^w<GgcPqL7BqQev^T_pC#gQL-{26es7HTmz99Z#GnL
zpy2Ax*d!onT+!SHNpQmd;qvDt(b4-(-sZ>WOovaed;{(&P3S!fi`)9%r#+cxBz7(4
z=vRu4_s?!{;wjwpTf661+mVb)&@&*+Uu?=WaTa|=cXoF6skYgD|9Hw_QB}CP3sWtQ
zqWI6#A%1b$u$b<(Y3S<G%HiFkDI{aaz`(QIDT(B<)me)vGG7lk_fBWFG5B!+1QKJ{
zz#43dkKO<ttoJ(~E|xW(UH$m5C<CoZF1%EHUqrxL>uXZ!^%I|w)%31=H{yt1hOsK$
zU?Im!;ApSJ4IfKGaD$MntSo~0%k=I$qz?TsvP|?TKuSMmR|XnQ>`CIUQLft??LIod
zF>hy}|IQ;Sy^+_hR?SCaO@cabfg$|#QE-xtAs(=qGj)}MN@7;qeX5WYyTVcz&#wTx
zfg^^)Nt$x{{hJf2E||=Jo6b$wXga$P`eu7vkA9_A_~fQ!Hog0Jud6e7zN;%xd8twg
z&(>{0F!~x_F*91sIJ-|Zyxo*Visc?VDmY3*FKba`*N58_y(s=Fc$#5lWhKACNn>wY
zZSJrwEPr&RoMJtO!=(JsJN<~>`8)B{>v%?a!Wm7bgGA{%ey9%?=`?z`rin6QMIM@N
zIgs;;y_vQ=8yTqEkac9EHo^Fx^YYv44~I*n>k_h%$F9*-+6D0l!nzH%6+$b`>!^)(
z*X(lBZ^g7K1Xff8<eE5hqA*Ef@%5$)cJ&w&(U583aq9kq{j>NH8JCeenEIJdJCo$X
zS?JRxU4~Oriz^3WTSq%PeX1PBy&<?aF-D2d3)I|ydIUvA9PW0mQ<O(YoT&Yc?KaWq
zwe_5)?TmMx8tdDC$!&f|C09*eDenD91a;*E)7gvQw`}4Wd^Y;s=EAgTt3O)$hYx>0
zWto!12ZJ?J#TQZf`mTilpco#}Guc`s$~DpGd$w;+S$QzCl54W@g%+0RH7&fL`k(bf
zc32gwNve-O#h7f&{kZG$A`CcTvdH0L@J`1{Qt+|hZaP?gSgQi!$Ej%yar64&z5TdR
z|F+W5ZT=)r5zpGn+BySVj3-3|mr+a7%+gZr(U(d(rBs~DcGsxMtNO|ZD?`Z>s=hyK
zTvJV&$2lh!j2qUyTSxVx9ep}gf)B;3qz-1bta42N6SNVu+jRQ@@Bo|hj!;q@>~<b2
zLeupIa+)nTH)+c?YJ#_;Gb^2fc5OWNZtqnmac(d)&-~@VDO=?kq}^;(+z48nf;$`c
zZqW-sAjAlnRR5?K@HHO6>v3^$YS`Qy46&6HBd;By#B9V?k-eRzYj>?3#MOx&B<zbh
zGTQOnLZ+_dMh;c)CsfyDWt+SjuX(rb;i3G>%e+}Ecs!=7x@enoW4!q%ThxPkZSM~K
zIeO8K`6r$nX6ct?n%8;wl&pgB6|)TSO$0x>ge^>h%SjP9!|N%n(Ali6Kt+CrD7ccO
zPP*0tEo?%>0CY^+85Y__19xrK3T^k-bSa%ejo1G=Bo#(bjogUQcd<|SH9eMARaMev
z)CUrcuZ-7vU!Czszm`3m^wz`jS2;}&E4}MvT**Gf>@#H6VirElV8nMBK6Lt=tFBpf
zWZw{tw60g1C{kfR;*Q+&rcislxZ<V49dGwuT4cZBo;ud=cSQ-%Pz{@t0|M1-bgKqG
zc&VSZ+;^L88#UI^J4OrJcXM698Ly~*T{WI%@24M7{L9dgR;6IdJL`q+caZ}JgO2Mk
zb#MYz_!zR5de4y19^^%3Xy)X5Miy@DnM%>6bJ#Z8rDt>2hYT7>Og(=7uy4dOb8G3i
zm20YEB)gfIADRd!xnvi0pR2^nUFNpYc+Z_<R%$)Fdh>(tX*FutH|LOj9xAQn$SPm^
zv8a3M|L}!9w!2y%K^ZEnbcA09-jyt}yAgkPVQG6Zr_n_L${dUFe=2{N;-)Oz&~I{s
zC)07|vkqxhZ2t6<73+?E#vxy9(9k6kwLzPMcOSlgZU8_@PF}LR1Dk5io(L|i)E7oY
z2I_h)X-;kWehokk*eOGsX``NNST99;hI&mzdFadk)o$&sX&K~YN}bJWplp0i8VJLd
zWui|@>6N+Z9_$1*w6L=-g~8=Cf9oCGOi^zqKaE>^y%Q8r=c2m0pGWJ<NZucxFW}u_
zkiQbMch6(v*Sov-BH(A6wDd4E%3_=50P4zTW%$tzqXgLFES4@bj2d04db``UxvQ)9
zS9EmK3Ezz#0(ck{z`7C(KfBRN=IgAT;QU#}_#?!7*5(z}tRo}KiXAp=xy7>@qxSxu
z=|saIxP8fUFM(uNzuNO@Lw8r<sM(kLXc9+X;#Zxjfma@;CZk+uH@EAyH1AG?Cb`7m
zyIe^*%x0n3mP4{ydg8?fO*|Xl2d+vTP9L|`F^9Puxe*$jO2Rgm1-z#!1lPKuYBIV3
zFzYy&b*j75?7ZzEVv)A|ZC6%}XS6Zb=*Vocy|*St<S+NqNX`P;x3ljCzW@J`_TEuV
zW!?X9)KO=!Fe(B{QxWMPA|M?bC`hl;B?8i=gx(y6kq!#dn;^Y}9w`Yb5PFl|f`W7i
zQbP;;&gFTA1fTC8?^^F!D~pnQ&pl_KeRlcmefAYyYzwvVB7`m(gi8R4O|?)yV^i0P
zk~o*)MH~mNN=vYi1a&<<KMNu#d+PJE%y^ZHS3`xrS46uHOv&A%>4A`=ou6Zs<2&|}
zK-1MK*DLtvcsjlS<V1Aas*YuI$`TSog-v9K0j9$ehtz+XI@vd!)Oz=%$ITmx*12Ak
z2c+$ezF>vake008dbRPDuM+Tzhh1mrqJOx;#>-h+m{bT~>X6Z7i_5-{yFIqY+9qOw
zs?R~T0=wd1YRM)gAI>TvflD(!lVMuhr?~rKmQAT-o5@|cY|uTAR?zZYw{mid>)=IX
zcjb`UvOYUrlbi65s{pXMq9wf^p9Xjug6i_{7SO<&`W`~P1~w07*)A5ZMOxICWZ;6<
zdiA)$_YY=E)n>O39;>t+LEHS})oXo!1}7~^#OdkqM$J(sNzC-OZoWq!-Y`AL|KWyQ
zor+&33^t6ivqdeSba)wEH{SJ+Gt*^+-18YS4=f#P%)nV@o*$3Y$-RWaNpSBPC$*}`
zn6U*{B~CA(qqd99ezY_GJ5TSgFBBM(^+)W6M#sI0C_sUL_1Y4zTCmp{d`_GN4i&5c
zzP->JD8u9?jyUay=+ond9R6-T4)avo)UooJVwL)TI|BuBE;$-;`GkbDMGIKy2kFC|
zA)4jnyW9kr4hGPB;Q6g^4QIXSwp##Fyx6v2m6*ST4;gAbF^#kZz!i<YTFNzaDYm4}
z1{WPCBK@$m<hBfGv$Ryn(Fg;4`A9;N4TI?j$w3lV1<x~6M4!{KF4UN%RVq1tDzX-M
z<f&-10D_7w5YKp>_s93;;n#z1aT#GrN46jkrqJ;7*KWQm*dVh&A=Br;JA1ckJfdmY
z$mgUm2g=C&w@vHY&%)NGcTegE=s7aRiJYKXSl{!!wLavu(#@A_DZ6&1{N&do-;w}o
z@Mm)*4{+?pq=PRr@{h(wiJZ8Y5=J`gLj=Il31D!$T2{7J04j9it4v+zcfSV%`JSzk
z{km6t=WN8_x6j;QU~fU+SM#dz=1a2{#j5qm54MW$!wn`6IK*4J3m8b^+7-`TPG7!#
z1#z0K>1$due4r@g1%ud41XboGKv{xUo2L>w&uVNN&S-eD$+*Tgr#_GueL=?(V*&|)
zBgbM>Q&agNU`Qq_T0r_tAh4~#s97S=`GIWiXUHjx1{5wVx2KVYU{F9{h}c7xrH<ft
zW%R;Z)s}p*@~KI>l`v5y4tRY?P?Uj-rvIBCz}^`L;EU1PoBOKZ8E=^X!N&350*LOt
za*JXkN7WKMX-bI#8E2Jj61~1J&{lqK00ejuDzWQoSzLOaIXE@?WS5*r`#ggiY|FfR
zw#KM;$nh^`bXnQw!WZAcDsp6ll{RUA8U{wM5+d*(abQZqcD!VRSk}J;+SFs|f@LAj
zCYagO3hHq1eWj&fzv(D$nF!fYQ+C6rl6j%=COA!IgdE{3FqUdDD7X%M7VSKbM=goy
zn~2ldL1Y~}0Nklo-^0T(w^+dqqDgs-FQ5Ac*rUnw6doU|ET-b~CH3knCSi}Pewg2f
zuUm?KeuE3U>SNRh%yM7>Lcg}@dhN~nmXaz}MQF+aew#!SsAaaZ^B^{XtRorkqGnX8
zk)v>7$6s)au-#&mhuF4A<tmKW(<^v~nnyPl=$^2v$Hu{Z86nEb_q9)^he+|d>L87g
zT@-plYqb@mu=g^wmM$yQbzlI1?NbmA4j)2b#(hJ_euxK8g<RBj<Ptn4#YfGpVRRk+
z>X?pEX9{+khex-B3-Oz)vVW<bBD~k*-~9pmso0uztUGQK>^LRJS!}ZGFHkpH8Us_5
zDmi1o63JzjdvCPhSui2-KsLj+WC86Wc^3R2FAU7_#Mu%)PFVNb$;tHYbKg7wGNi!p
zK4ph^z#TBQ`2FN=;@5$J7?A@l4uh#T^;*Dg|NX>7rKD6o=!wZ!iu$3!8|%*U7<;hS
zEvhQV%U4z-j=;RfB3wtJL~Sq@dD{nLPj&;xd%Mx|CkNczK2~Ln`?jezwCgRmo`gv)
z$)fSio+DjE*RAqEvQ-bx7Dhn#dz+^@AKKf$OX=lAzHW1C>MZ31wD!=<M;H{^YZDG8
z{V70O<s{78HJtd;Re*}^2#k%AT+Sqb`9<7azdt`vx#Zly087Sbk?xgh2Y~^Yw{+*4
zlG}QSI1JX!M0W4S9w=#;98}~qegu~6`IPK7!Y}nSy^CHv2E4|RmS<%I31N|57B@nC
zA|!(Glg;Qh9?<oKYBs{)eJ+VgS0ur@&T97^`!PV7MR2fIM4n=pn~A^I1P<U*A$8|4
z_u2}{_VErh)I)7H9Lx=Yw9rg6e=fub^ZrVH`7AirFLgh&_art)fCkjH%<f%NFP%JC
zVQ)KCP(g~kHKnkC70CPmtu?aPsdi>g3-8PahruE=vU=SH#(V!dxVpm$tnY2W6)Gso
zcc@bN`4ugv6>5<aFe$S&Q+b+BkH!vdQk;J)16tb52#mx{{9SvP_n>-6Y5dyNgWjkV
zKq<1Vtc=(F;@{4~l!!nkr<7hf_<A*We_SPCT-%aUZUti7@kUd4GX=_`W3UJVgI>3C
zq&<?;LBZng!7W;E0AbFsZhv3Of87Y!Hh<O76>|-aIoTmzauyb*kFUt-Skre(tILOP
zPR`F@d`ZZF6p+ZjdGDz<_)JiM6ZbuN83;{GA+FaP9jtTefO=A%U~>YZ{)9mVIsa`^
zwty{O&;k|lSH0b-K=ei0ZHOkut0lNOvjnZ*$wt_K+@DkgaI-nZlW}WGE_f~LSA5$^
zn{AB*?+OMGzUN3q&Y_L+o6&+_$cX8h0xj!IGmo&Zn1eNe0p>lc6f#omrqllP*Wvv;
zto@&BkAJB=$99SYLG53W%=JG^t@JC4fIOH(z5ajf<TCc7Ewidja%{=%hqu$tDjTh>
zd(IB;M^<6U6qW_A1UOb-SKmMAx(A|;x9os*<=VCIm<W**>V~^JEK6w@ye{_Xy8ug%
zW#y~fVr?yQ^t|ToPQeQcx_A-5Im!HO{j6<w;7Q$l4dYlkra(VGpR-$rW269&Qsq1#
zUrmf%4YTd^R2i@;K43!_E{%#z8I1kyMO23(+hjp0AddV14U#`QfY3sMlO)YHUO)m7
z@pj04MPU5nxCGUn=dye!Bss|wA-w_f1y8h9X4LbDh6F>RSGj47nF+_{xYvN?vmN8k
zN<Ek<_yruW=+MfKT~?xZnf|+*uW9z14=R{4i0Ojl#`lE7m!1JT#rvNnD5@I^A2jMw
z*HM*WujFN@lzTqO6A<S`1QsD#*HXs-FDF0KwVm*=-QlZD4^iebjW1N(!J`zhHI&t{
zWH=!>#g+^)@9*|gJVC&0+XpmL)mprdwA#+3B?T^eE{1H>)7g{9Vqmb#VbDJNKFh8;
zo_XKt5wOv;bxvYKJsp(doyX1;z62%&2}=gVJORn1kvR}M+$-O!>$fKatI9k!S}4^B
zw(*27ZZv7;hfXw$s*uHdz%!uJM~Fp&lh_3}ulZx0-Q5u)vbTn8s`cH+49ff#-KQvj
zArdGD>0Kc-vGsa9tlb*expqn7FXL!SWaWk(y5PTDyD#(DGFa2m=f<%iLGSOMeE8tO
zP_(KhZF|d|>SUKeY<$I+a&&8#0B&UI-s01<83|iUcgFlIj8<Cvf|kbXuQwloDdh|f
zvgZF3;Wt(JJY|wJIwYnyKEkj#lX$QeN>+flnHHLgE;ki~%|iXAF;ZHOvTmXZ`iI1P
zcj9GLRaJMUWlq-7gzg&adh~qn1lETckm%Z9^<EXARGvA((XBv*lKSJ^*IRZjQzM&v
zLd9&oPb<Z*QH&xAg|Y(uh&?#mWz!_0|DDZ<xKt>@NeZ)q+R7p9d`Fc~Hw=hU^oaft
zVr;5fC96gaPtZUa&U~RCPLLm~=BW@xP{F(_)MoWAEPx`T|7}uv=8%?adIs!a=jrd7
z<B|%yFX|Q(Vr)H2f`!+JNjW{wUd#KbDr_Q#?H5;;-cZ^^fSn;VVrG%_@ypyjIlma;
za9p*9?ST;S*3JMNp|{oQC3)#2zFIwWYPC$%=zS%tqm%yn-29R`r%<93Zg<J|J~BXF
z=qWRBD&#-_CprHI^`C(Q@_gG>^K%h&2c|%#z`j@(-htvJz~O2W)qiofP^hk@3t_#k
z5S(=e*z_2$&l%%$2G#$GryYT1(oL{ka(s8G*vb4rA9|ZZ!y1X%YRD-Bb<69%saK4?
z{1`U&OtZ1TswInaXE@3w+qkdJ9TFbf_{yict}|$ev%*rNM@Yj-z6_Dt$#XaG<amFo
zBi=E$L*-dth`*j!MaV@_#k`F#G-aV?ikM3v9L>B>aKnrT{}LOvk%32L9`(K~0H3U)
zy_w984PwN6)xt1btZef0rM}=6#|mZ-kGV8e?IkZjeTDaq*WR72Xm$YMhXn0|@GzKK
zLQDK(&UY7zogTN~1PU`C)2(vT4p}V9eDIi3Ak)1omWy-nq0E#c?}rL;0Y1Q7jXZa%
zbHt@bOMkv-HapL@snHF4$#hrnhR2>aw5PLG6em6p7aFy3uhN4ussA=}dEnK-lsHb&
za0gdQZc0Dtw?=m>oA>5dh6Jvw>x>hsy+pu7NiF#-5PwQS)|;)P<6%B!005m#a2(XP
zolvK&ogX-*B6F~|;2v|xRz-~W0<<hcqVVA?tpGADO&AjRcedyE6o5BPYMHi>3F=#o
zBN$m$FI04X9h0<5E0_R_nW<bemS35X5ptl-!Cl=2k=?+^qsrf@JGMkz#E(wR4PoOi
z1L`6jxHQ*=2gb$q;zTt#Zz$|&(K~K{6K-ec>i6yZBd|y5c^+dFNPhbpYi3+-RT*=3
z^?{d;{W}zIb4cj5x)GV|Q-Cui9YQ;pF;~gS>DZ_#)xs@qQjIsujXcdb3<6!o?RN;3
zUP1QND~%A1-`<&&Q?1}WXEOQ3buVco7%`LoynhH$K2C0~2$(B?Ex9$f+~^gU8rq+w
z*w<_Rxj@Ac=VA$tU2`#dtd@dE1}s}zSk@=N@83bex;cUNHy_;DlpBM>Vcdc`#fp72
z6<tQ}`_=?C0^20!F4*Fo_Gm$f55$^a$tJ6&uWJ+YRUHrZNOCWLa9}VZ-^4#MV<2X2
z5Lpf=R`F#HL&Z4vETbMIwfOU>G{5~f7l1i*nD2%nMlwWl_dXO9zTVj@u|!N-x%fwM
z`wSj|NBFi4MDZOAFq0Zuzg&QSeO$p$jSX^!vNi9NPt@Qk{MYmi=a;h-tuMW1a756%
z|1A4Y<`OW!IZ#~vYd{Qtm3>&77~ns!@*}P|V;eF||7|@VAX{`gM|3ffu@Zk<5IE_w
z5>8hqYNUb7y1C`$&ec}^O)(1&_KvQi@#p+oaJ(@3;%PTJO+(Vm^&y@u-dEX6zJFxF
zZv%`}Ta=nto4Q?`pmA6Q2SfJ54G=sXDx8ci(?az07PX9mL^A#M8MBN!*CF4+=9!Ge
zi=*2(hW)4dmaY49qVa=Q`J8gK&<nc<!WUM$udAj5IrFP{LnKZ5idvImY<FcJVuy{4
zfW}&hyy$j0$2e7nGL*YamveVHYA+aQ;x34jnyi-<DfP0#`qi(sw8WHr(Q+)m>68l?
z6&b8m_-9N`1{vK2A-cx{NCH9>_^js}-nI_teJ?<rH)6)u(w+m+PvT2@&)S})H=&mF
z+}whQ6R=qW1E+`c?bZQ~BzrMg{{<sV$sWoN3K4O5-OYEo7eFve1IJMQbk@$d4-0`N
zNKUFkd1hXCFTV9*kMVBh%Y&~@dfv1y2l4i@Tu3^ST5`bt^`2h!{Dp*ii9bOSO;+md
zlE}!({ykNlI^_S@K^GxADE&$K?)N)Ciigre?mnQmYjCtBo(Ywfkug2IVDD7GwI*VG
z3&FHPj?e!CG>#=z^5IdV)V9reiXRTi4K;RXA7Oh`8H2_{2LuqOi|Ds}|F9iFgg!9M
z7$L7K?EMZJ^aY%YljrkE?vQ;H-IvSf#2G&{fsqNdx84Zt(}U*C@d1bp`DpjGW41ru
zi+%{XD|A-U^7Y5vEg5o15bSKo22;2BuS$la^ss3m_k>PRTKj{{#tW($7!bHT=oQFj
z<9%=0otjJQe4Mqt_58}xQsF2rE-mCfWr(<A)W*8g?w=QK<R*c;q#n<276!t<|CM&`
z+)@`1FrvFJjmAhCN+}MqYP10+N0XC#>!zm%fH~Wp#A#M0c>x^U&yC=!;4^um!=+at
z2Bif6)>MR)_vne!F9I?WJ^8O)a~$s6Q$7%tuvK+PeT22o3-8BR3mpcQAt-pGB?BeP
z;Lk|!QX9fIF_;Byln9W_Hpp@UdFv+h!8mvGKtkoe4a$T0E!n&^5q*W4OZWU-?g%4F
z*U2FlJ(-=w-07p|c!`cMx~BrHdJwyWb=V}~yqdK<x;voH#_Fz4dI)Ju0&+k<X0Ks`
z$_t&BiZ<#LDTDXJ#b?nkKx$or6C)j^*iSo%hlqmD8$d=t@b^OO<r;WH*xf@Tf=s96
z=7u*JSb!)3=rI-$;YA3rfdf@puZ9Aih1+5;ZCCAWg|%DJOeHwU%vY`S|D6R(mIxl+
z)G2g`S+jeHMsZz>O|km&G%Nge#4GM&V+q^sPe`!3_jyoGBm1AD%$!egm%dvl_vm|W
zCS24<miA^Z;VVz2{0EdgpLW!H>%*t$PdE39A5&oF{v{f0Ee(>5$r#JZk&311R3wO`
zAAASo;Ss>;$seGczK`39Gte54nmSZXoGpvHOp7zob-A^hBu{|V&jGz}B|=S3&YnxB
z_YIja2HbcYaFF*~9UEfL*jnEdd4wKli1gauyGsGc01y?GdacK$#!YSEi&OU|8+N<8
zwD97~dVPHaC60+*@pneMD#l!EZX+*JmH9ljbXXEDz}S#2-S!$AU8Ch&ZhCz7t3oze
z?>H1o(Yyzvo(_a`eiKW043(AD1=ad#jaglB4?&N{-Vyim`ieMI*j%POlxCXf;%G8o
zSbqbu@Qyb;5oaB|5#KXcXxHpijVn?UG0mq+Qdisx&xp3jS@1aE9Hj){Yj(dgANpSK
zhW(mgS+I~kbE20gz|mn+#|H%d93@e=0+<Nhz7X&tx`B9i=|5rTG5Got4r?E38cK*n
zq2{*iLXC<hn)|z|&<RmC7!390ZB^M;!c!`d-lTZn9Z$KKauipZJJR>ExT|wZ{2TV>
zVF1Tasot5J83vSC#y9i{^mgeEAS){s`wDTl9GpCD7WqcYH}e-n5*Ix;+jyTR;_}&V
zxM9RRJa~N*hXlXp{<U&2n~pn>+?Wo{KdNE<I3IxDvJ>UQZ{e6i_xeB&y(ccn%A+P%
zpPuqiOl#>KnTqhRjv96|ZFX9`*Uovv9zSO!(XPV&qj=F`^4`?6S)1L(OQIqo&9``A
zO3}l1Px}h<lPWnGCc}}*{as=MgeFZpE)a0mH)uiIw=Yzf+N?OB+oE_!OE)JQqtf~b
zPaCGxTin>!J*Kv~4ygD-7gWb-<#2pmjiDY3=<IWI(EP$h5SR7PdtcWvUzlHHwvKL6
z&uqrXyq|i<A(vI{=1WBzn1G~D+Wyx2s_=Q^GL)UtICTQ%8mVK=xz^_F8$qEO*|(+I
z!KIGhZR=7$&ow1Z5tAV~(dD;$QS0ErnUv6jn|So!rGnvGJLPhXE+(T!<yo52%4Zjx
z`n$FtZ|c_v>xk<+Khp>Tsgh4mz+R{gq!rpxH58q4e8-cCK-D}CaO*1?{_D9-65IfX
zN+4;DX#n_im*gMS&1w!3UoekKagdpDK*68qHSfA9wd5yG2s-+lTLN$hFiNBnns8>k
z+lVxL+&%G&%SEGdij^#rA!`~h)btO`mn)i(kWK686}0tDxWviw@JN2ItW(|m`F>TG
z5_<E6;`y(A!|yz+Q|n9Wf?{F<a2H^iRb_ve=9Ls1FlSB>hWh3K;VLmC;Jc$vAxKJ(
zy#yAe<2-L|iuom`dIH2$mpym}rl|QN<1&zGAakOXxMSBoC)bIjIzD)he<}naBy%;%
zhDEm8BE&3kd(kZ`mjH}f9=F$MysV!uzPoQ^Q?JiKsJHJ6{OYA9b|ELHMO2u(c&lpD
ztrw1o!<KbbQS<hd%~5VV2fO=+`Rx4s{1b3WkKTR<!MC~G4x$eaMJNBBGg>w_tFC0H
zcvYJIRrKOLo3kR*K720A??*yfV~TIKiLIb)m+DTc-%%gW`p4^aIF`=<!*gS=b}_NU
zx@xn~&+pFkC(0WNDo@#WM{=%6GiOaC@Eq`h)@T3LtP3#MS{AVNC)@M@c6Bf!pxKl_
z5CW#;2V@$q&~8y7W*Jv%{mC0(^JEu!{|#iK`6FhUNfiu1dUtp`2gq&2!SaDCuUrM9
z*fpZ^)U)@#7)WYNtqUslIXl(A``tnlB>OoyI7r(UGh902-PH6%+|;+v>O$LWUwKT{
z)DLmoh`?ss0gmh~4LK+JBNu-^#eQ*;ntDHsmnEOtOUr0eP1MgV#Qp?UiT4QzhR8T?
zWHU7xNna_-J4!+#I;J5cBH8s_wp6BH|3~RiMn;g~2?_EJQwslsX>~xQ-Xqkq92HAW
z!98fv*q_mBy;YE&*vjocn);Rb;L6-g2pI(l0uYW$@JjbAK~efU;bK54BTPyk%p?Gk
z>mnNSrDTWgJH!D+D0+wRfLRjzM_dMw#r5y#EObCrZD*Xx9<rDkaw-!p{2!RXx1{|E
z2vTV)aZQNnO_?lqKeBpiReF`rt?e&pfE?L5E&U@rp$8*`>OCEqR=-+TlmGVF4SqA<
zr0rXwdNgy;QHB=4K_KPOyNJ_-Kswd*;yO2gi<L$wxGzp7hPx%$8Ns!|697p_t>Y8u
zwSjXqBtXx&_FkYrx;5NGf4vX@#ES;0u%~elvX<g2rwXQW`N`1V#n<@P;@^cJ8i8Mr
zvOo2v@)UeM-q93d6Ysrx9Qs5fBGT!omr1&*bgEo4%}9{dliz84e5`)I@yDrCzrFqQ
zwKwm^v4?)D7J@WyeG4)_gpF{Ik9;`q|M;kT|KG=1=Z*$Ew>s^p^3Rz+PQCK|ZT$B*
z9mDck8mS_8)#lXBVZyPJ*(W*M4ulqm>Wu9jPjwDN5<%Q%&lGE{sJS+}FB+5_!Td_P
z^Y28Xa9Yy3b93yxXEC638(?<t^G%$Tg82xQ+w+rE3hf8H?R|?@9(c2~)*|GTQPMv|
zC{XTC5y(22c&QN;iEV&I7zqsF4%P5DEZozRoh<JYY?xQFVBb-x<_R+N%;GY8(lzyv
z8iYw)m$^-){p?(8zEEO#)T^;9>$o6zy$O7(Ee}%lEJ~Ft|77YrdUWHfp7pHF8uv}%
zx~y%8!x{v^d;z=-Lh@ksPKyHmQwZn2S;l#BQg3lJUV*W%R3vn4u*^!erL7G}9$17_
z*{A+|wP+{w(<6L~Ys=t*CK6y#V|^QNz2QeI+^uu<q3w|ARd6HV^}z!QBmfO^RU+75
zy9m#A(Ox<omw|<wV6Ov{4CSgWIKSRfMZac7qMFi;cfhu}q9e<7@73F2fl`-i3N0Lf
zXm#DWTK#6Wd~Tr3!$IdA5U%1I#?5Pzag#&nEM~S$-qz0XD#XX>vGNM@CfRUDgLR1s
z5<_pi>V)8ucdjvfqFHY~^9u+t{&&<JLTk6+#q6Zrq69gVRI-i~%r(zeCjFy@`Sy3R
zB7z@Hl6p<hD}1IwHvCewI?0CwtgMm^Kn5vW^&GcUjW~$~Z9PYGBOK0g>b59yNuul0
zNzKv<c7+xmNZv#|S}U4Mb(}hrp_kLFAa996T?kgCEjEoMz34}30Qg`9vgkX}+*c+S
zTHSCn+PFl8rVy&3$<_<DRgSm7lnont0(}PTz*DNG5{A31^9D+>MI=6p`1}H}(x;bk
zv6n+H6oW%l2UG;V`~mp#W$e~%?6q6Iwm&U#V&{sBPeGTkC?#RF9;DwqfSi;x099_Q
zcc&OC+jjyk3AY{l8@zZ*%8RO$O{-h?pwkX;-U0A?a8OV*^y;UB#-a|~32&nuz{=uC
z#e0@jIBT@+Uq+7TIDr#g-QCW!;2lhl_xW~Z{<m8FT!DP2Vv;5@1{S%LT<M@g*I&;{
zD^L?_jsyXnMTg+e#?Tg`EETnRp?xhEaK2)1EZQW4bo^C`Iu#ORx^zz&)gEvOfzrAM
zBZ4Kz0|BOmvd&<cTu^tUS2(pImj&py`T+O*p(@S6g;!GEf|yyIW{!N4>#%%dLHPDE
zMc7CrGkbn#=bL@mkUipZU&f-RIbYJsCg-S8CI1Rum4wYE2Z6`D;MBQp$wghpaoMp*
z@l~Oibp2^BV7DO)gQ7hWQN6i_TGf$G2F1iyHZqc%08*|#s63i-6kgua&YcdztPv0N
zpT5j{_{EXHPP$Oa0(<R9fl1Rp4(4{@do~Aa2Br#5elWwhd(6AUMMaT2nY6<0CZ;qh
zGBB8IGQ@abDekuD=*-0+(9vYbP0bgr>oDzX4ML*E^Z5^k{f!<js`T>C^b)G7;}D5h
zl+g2A>S;BWuL|Ny=Us6g2p8W51qeF(Z@ZZb>4wr?fBywpzZ-m!&BKj#5UJj3&8gL{
zJyE?)7M9bd+ZUmp7cRh|zDW&YPMEmREs^tqfz5~c)&qE2u+?F}H}QA&w<qbY4pWE$
z+vS5ap=pxZ`Cns$uD`|xr~d#lF`3uIWK#9eom)?!y<QGhTT5G;JShy|a>bCGM%cJC
zE7qf`i6EbBwL#Bd%X(*{xJ{nH=gj)7retNRhYm_%9h5^jU5(mlIyF8-DfSj*_zj1*
zi*k~gNrC_uQKIcL@N${`eYFE&vtc;AF=_yE31Oc;RqP5GM3QAYNcBlWMhyMrB=zC3
zCbt8^PX{(WuJLNNwzXv^>mPW^`(K_4r;Uk;QDit^a6qGJelYc|lv|UM!p4H7E@Fpn
zyK*G>JS=$%TVMab6iw#Ea-{MJRYxB(8(|(07G$7?vI-~<2g^a$jG=I_K~Qiow#9!F
zWU;+4!M2lfbO7=PN{o49`YVjDMMg%d)?c|Q=|y%o8xu56Bcqh_rQ@vN+xM+;tcM2$
zEf%=H#7vBuMt+R5Shfxc6!bw;5(H|-dn^-=L(RG@G<*)hn+^Bj<F{Ok=Mt)J_?WG9
zJGZp7$UJy}Xx~-0D6KguB9dBRx|fY!Xv;zhRpMqWik7m62>Gu1qJkq!9<A$>dNz)p
zImCkp08xtt;2lVIpVXm5=y6zbah6rEy5)t}pU#jq=9;95jHUivl>MS0HT6(JS0j82
z`SevmxXLs5QepVq8o!P>N$9~~t~Nl)Ce!AZ&kpD<Xo`H$87fo2Hin;~)3~Dc;K5ar
zI)cFh6#dU>g$Hxp<aiKSqh)+sp`{HugA0yLd_gg8Xs)g?U-l^zyj_meh?+nkvqcTQ
z@lhT@FLuM5;6uHQnLP^Y3v1@DDWUnRhO$Qu7S3c^kGjnQv+|&Yfj6IZsPSeno3yuL
zLhQz0(jkMeOZ8I<l{jk=ql~T#aSP27?fINSXG7MWD7N6D#AV9Khq`47&C1#Jsi7qy
zcHnXF>8PwMe=S{YeMDZ@Uq+%M@v5V73Ehuex|@T*w+D{}W)$Qy=ByTficaBrECOWF
zlC#NqIBQ*vYhwYlNcF*PBEt3Eb)QvvFKM6__12uZr=ly!CvBz%FoA&kSz-E@nV15>
z%fkGotJL~GW-Lie)PC>P5>t~tFztXY{|tPM2M=mnQH%k8OjMVOXVb6>r$S1ZPwFJT
z>2cOymw4Fpy#&$x02oZD_)INcW=HKOmQD)5^w3`T`AU_*Cbe#`(7$TdMO9o^8_dHY
zm>A{Z;robeM$^Cz0OwAj1-2be!lX~Q<`_K#tQg7AXUF7Yk$dZMF)Pgw^~sf9x@NzG
z7iEere0f#N-?V!x&@wLnLsMAO`wE0A7Z+DLur5eViU}AI9W?KnUWiHX16#(wB~k0q
zq3!<&pkZLsRJmNErilXE>J6X_^w%MqG`XDvsM0#k5j3y4%-MWb+>;#ffw_fVTI*A%
z<jUuI#J5u&H>5P7UlhghCc(ROOiaysNb6C$Qh1kMo+fHheC=bL0BKyXWJyqmR=1TR
zuvOMS_&8RheQ3e>V{mXtiEcCXSy4S3E&-FIsk~0FK)FrTJH@^=3Vn2P!2?q+B=rt>
zVlOEDEQ~7ZudBoq!#g_)EiLu^S}O*kRHw;EVCW1ez>QEbwA65DsZ?Yy8rGH{x6m}S
zRJYsz)49wt=7lR-?^U6CBj2J#8u=2jod6Y_GnUhZV^_5#!o%MsCL{>8c7CY;9tHg%
zR}_yxO>eDYN0tZ2r7yR(asy+8_4tG1*fBSE6Ki<_LPbi=kes{50Oad>@6{U<S3ZB`
zSGG5~xVh_l^TO#o^N*6NL8`d(%)qkt%YBFnr_FI&PuddQj{baGMC5DF?(8}`W4BF$
zTx6W6$A;D(^=sh1!yy^j=WLvtLkw1>ij&u9i7R<Q0k`F9;YD~Tj#Jf{gkM~_!5vEq
zmV<?viK+d4^#Ou_5y;~k1_f6IcUr0%gVF`5>%T7BDYmu7wY)GVAKM2IbuQ_#v@@zS
z3%J4e^@*|j?a4_RoqSYWe81($b?oN?vo7Z$@r4_#f;vKEDj$d|d5Gh(tcR%VS#_ew
ztuh!b4`lYV_D?^GkJfv{;Pab#Y54yd1|32`sba^*RAy<fE9F_s{vZ4t6P@{B;iJF1
zaY<FlTQcPdU=1ka#iJMuj*EvUBjoPU=H^3MN=bTu2$R6Nhcu<nZ_?5#tYnM}Q-OkH
zHXQE?qYbn`Dk<4l-Vy-PPPQqtN(c&PrBSKB@(MVR<du-TsUQs<SJ?C-K00B)ZyA}x
zDh#qz{?kL9??iN*!4n2w2_0Qsg~L-!hOE+wm!ExY0wMAFRNvo#Na=Mk)RRD|B9jt|
zttWZ`Sm&T62i>NCO$TZkxR|-`z2wGteV}gNYh-%N@LEE|#g0!}`j;rp{vdd9tN+l{
z;q`Rjb}8qpS7WErL+&%Rw)0}wXVm~IOlnd`A@7atHEW`mNqn)XTToC?EvF|wCTqMy
z26z;FMt_pCO~l*t%r{>GQ8OMQia9SQ*PNBwkv1hZH~eu4e{yVb7eAMkT5xtM(M?)x
z(S^pL%In!P_A;xX?wSXrC&HwZ!Ja-g1!vke-}%Zr0&pt}fm`SM^tUnH>{=PxRu$uD
zetvsC5%a@7cPHcxjl?DZ&U&?`_4ILqH$>ZzyrCNqP(f<Y{9&%<CMFUbaL)<S|6$&@
zzOn($Y!1dGXcP13(BeaK6nKU8Oi6)xI{#;fvm4{~`)^79w@0bRU>ZA0z|jZZ%`9yO
zyLP%|qDH8wF!Odsc;Bo^9+wD_@x!iutC$3hjvyznh!2|7C3T?9*#6SC63OmCgQ)I1
z5ltMygnJ-1p>I|jcj<J<1=dM;b7bS;=*DkPjDC}qJ9l;qK3VH-IRshKq-G2Zw+Mwi
zLA3d@0lKAsc5z-jxUPPF&2cWcuXt`@xvbKL8`&verg3Sd%?ib<h+D1Ku&~&?yprg&
z?a|!T+Md_dXR~%WFA+(w&<X`Ec3p4YFIx-Zl&v)Vesiu*z)M!-#0o^x>*SSI;1*V@
zzUmhvQwzNZ9``C#rw6z6&Tp&jd72_zJrl9~gT&$4_P!PLbX|L1T+(;#+$jsKobh@^
zEO3RzJ<gEk085SrdPQZr3>3sw>2uXjefmdnAF}WbL16o-gLdq^%=dh{xlL1Zw1G_V
ztryCz@zJ5&I$%?hdVpNES96&>5&z}_s5DSxT$TT_P|v4}cso$gw7n}7_XW5`HOZp}
zqx1g95BrrLz};UP6t=(_VPw^e_ruuBcYdFhjI(Ua-zB!{Sg_b|yWyo3A9GcBdU?R%
z%pM-%q({S&??9&gG|C*Yn608){UI7J^y0$tImx)Kq^(j%iv+DX!nH-r-R)h$u2AGN
z<FqMWvVp^>A|3}xnIW{jEx5!?7A*uBZt4_RAPlOX^FKGJ9<p4x!DvDd5aoCCDn2?R
z?QV0Kzihi)U~=ZiRBvdKnGiC`X;iyy@m*TlL}E3$R#AGw%*i>)Z1rKzljs9174!{o
z7-bMqz4ZCxlH$qnq>(rq393Fl!mDmR3S`&V)!c_d7wD1bbr0JvdF0%)%O_?=zgy<c
zc`ksPD~a=u=O!r`0{r|e@;x2Lt`jFl(If&eZ02<y5}3dc`>qD1ah=e^som?k$^1XU
z7)V@Nl_q=QxZB9!@UYR7CtC<|k=$gy4^=sfulHNV+hTu_T-T(T*R&8*m`n!o=t|rZ
zVj^}8TMR*LQ)r$~+Q4(pNpuqNEzpS5FGY<AudSK%$xG1Fhl)F1YZHUp&(fwTkM#U>
ztML)8_W3by<)q+&9$2gD`+&+8U4OXnzO8z1fY`&p?aA62uQ}Saad`y8Q-gf6_$s@S
zfCNs2UGf|{xGye2eYDHj6G7M=CM!$Kc9aFnXukG+IJb%tC%FBmbq;_%j#&O}a{P;e
ztZ%Syo#T|la`fky^Zkwe7@%!EUuayhROe_J8o~oOugfb>)-M5Xqxr;=OH9!1^tlOF
zN{5v^gZYnY{qwFw?MnWlc5-intq34w|MW<^`)Qmz#}*sR@h8W%$okaKL_hvEC8PP*
z`qaO_yAUY<CM<<*Xz$5HY!1(YGqULF!NMs4v_iZnl5)|y_O)m8`sZiK8-nJpDeOT$
zGlliw7}F;zY)J)#H;OxI2dE`}cteny>zi?Ss7l&+-gi|VGkC9OixLuC<B2b=7p6a}
zTGTAR*YoycdSag2lddRk@^XI_0lc0CFF4Vo7c(k(>v-Lu&q>8RcAiL?h4;XlDFoik
z^t*Yt`1w+kIb#<}HBq}OfZR#0rw;~u6CmQJuGzRgT6Z1CXjm9;8}f!pSI+n)C@5N%
z@otM%<`3V|ViXmmGfgNJMg*y7w>#8g-RP1~+N#!En6)R*TJ+oTs@Bi*V$mmOe`qU@
z9z*am6b|63wu}3Ux5*OxyzkzO6@k$qckkj%RG+{EWiyV~1&d{1ga8U@<ThV8(2w!p
zKm>h#s`!e}$cm+Q%ff_J;MUHpF?Rlg^rNe5ZpmxZw0$d(n{+UE*uxLCS}+$?+HIE;
zQW+xbjJ@DRd4sFj^%nci&ssmc*mg4J2H$#@>#3lJ9^Ac1{ad;Ce$=e3BRbqHAOY_q
zR<p|Zf|(*HA+b>TILX-c_5|Q1C}O;+#3QAVk@f{E9!y|ojjU-L@QseW404ZeM^H3&
zL0;0|YjS+ANdAXm2OHmw4m06G$5lf$C%ou_cI8SDf&K1Lx~!fDb*`5RyNrw~?TfaH
z`hcR!z$<&xp9b$-$YPF=M)YCSz5059S^pP&;j<4nVIofeqrdJ7`Br27(<w&dE~T%}
zCdN)?{`olZnfpEm@7#?X*#>|(&Bfxhx~)VFH_=Y5zj7IbU(Sk6kS3GdAgxhyO0XMI
zy$gg?yFLI?92P1@Ayg&9XQ>_ED#R2pm%l9q4(yl*AMe)4|5sYs{{NO%K!?IsYnPX0
zgF-@n$q@L@S2dLFwIK;QzgQf=AAq@zHTcwnb5q=h@vc9Brf18UZS%-U><eMEEXTE8
zmO^%$cPZ!LgSD+(d)CYmHhA&8^)k^63~t_aT-fE(qp9i6`tf-2A>hwl%dP~%=<{SX
ze~ESuzG(;3S&)d5UQ%<qy@T8A_#8Pml6x1`w85BJ;kIYi2fVx6dhPl)D3S)a`3O`W
z$ixr#t==zRvk0C`$Um|w`)_!l%U;Aqw{KSLtEk;a;Ex}9e(H5Xz5q2{ar;UyTjFep
zhkT&_e{KQ~*<s97KT-%i#}~V`QblqHz3=kJib!2L^Yx_l5yQL?Mh~&|`7DqDZf+6t
zso|&UgX_l^Uy-&zlbnB{_p-#dxteOJ>Wjur&-6pKZc7JD{CuN5KUm5Qwrn#e`?^u^
z=WxvzYK|Y0{#g=Ns+{q+&?6}Z+S|YqY09mzAI+-IlZe(CDYucgfcbF!Cj?O{?7F(t
zUv3W$x#fnNh19&SU|w-E4YV^t)C2G6vou{gL8=F^p}38@LJOx@8RvbHWk!{79)53t
za#V2pCjO>}GflG2z_O7eMXKHSx9B9DpvK45=BIBR$A0h7lCsoz1gd9@YNL}bl@X+Z
zCu&T5f%|wcPs9G;^s`d-HS6E?yn~f^`GIgy(FHr_LIER1P)(}d5#?8JJUK016<#8{
zDfu)oX4p#RsiaRdH$0mC4Mx>^B@(<u>ffft#De_|2-(t+aKdMOrmf@2)00zCM(zOT
zJ~0<2WY$TA{r(pEAuXs<d33x0eKH%58+BB~eK;hnpS{-$lL8{TD<CMCsi}3_8#%)w
z#qpnTm13nvR6=Yt3TVvMHjAou2dt6Xw^uUbJ1cF#qeEok2m6Y0qfyd@-Hal%Jq+6l
zm67Trg-GM4d^Tq)l)d)C2@)^*amRW>=<nn;^lLrI1p|O?_=O|Q2uFsW#oar4I^Wgy
zrjAt0P#mGEtF%fyA%fxYBF>G;pH=@QNMG6M&`#%wt-T{Q`0h`6qYq3XE|mO1i?8<o
zB6;LZhWlp1#<1IH>Qe0rd7cuW+#?8AECZ3Ozy>O;k?XfznQ?c3MUomD6wwt?*$<Gs
z8}T4WURHEZ0d6L#Md(3+;uCV?53rX0FY~}Q8p&0DvSJ^|Cp^<f(oNuih3LXjn21J>
zybw37MvhxwRqy<;!lBo^vXw#MELwV(iMw_8X7^X`%N{Ffi9yUB_>iy&=GV=~D8(*M
zB{@kS_ScTkhW{qjXI?s^8cHYkPirrb%Q^W%mAr0y+P!QcZi^n*6P-UlJuHNdLqV9n
zqK99w0HZ23nW#}fB8sF7cdBg|g98&?6n=REgv-Fr0XF?%fN{LeQ}xp6mkS_xpKkVz
zjLF!1G3v0Kq=FoD1`sUjE9v#GdK^d=hywIHoerVyr$c~=Y-U{N`Wes?0lcT?A|u@8
zy5(<>00jY2IEnHg3kp<(m(uJN;Vabpqw_lU`^)K$W41FaQ-@Q=sA~6PWk2t%)}0*t
zYI?}qf=NPIVV2Q0?!-sB8>=J#+duenb2BYdZO4^-A$GhYL1^?UW_OKwDIx>pcaS6y
zSm{3j(-_`&-{Kz)puzl<Ijj*Vpde%apGn)pPGcFKv%h%g``>Dz%FFAbMaya9gnmi%
zq=Js26j&#1)C!HI@w&MlCjMtY{9~r(<^bv6GW+q`i>+kHx|-GV`*PsnWKD{605eFT
z^mms{vD>3wRsf^|2g{k<7wBZh3;>sS?wTgP5uuQDz?Ylmy6*n0;V&#HIbZ2$B^N>N
zR<d!hNE?1r<49d<(v$$jiMD>IH*+q<8kDo=S1rHoR(|mvE4in;v&<{Wdl+-{hMXa9
zvD8%Nr4OgtLTo&?--D}-K)hUHZ_{numv^J{a2D!OD3S7~zDFI4ZL<tsfx+j7bu}^Z
z;}(bNEwWYdo`ghX)s)24&c+wXQE=8-eg_#xS$9zrVoFkL1<tvWGcz-@Z72VFttQ6t
z4ua|yzG?;capS3?ABg@Qe)wPD;f7aqJ?hey-iHn+h@7~zH!hwO+*iH3`3t)Multjf
zbMM2cT5*G2eMm%UVwQ<_#)Go@i!%<Nb5b${4)p0DXsjRSI*3{DKhJqBhwNRj*<FbG
zW!FGq@nhq&oIL(I5_Vv_r8yDAM}reYQP>NK1>%QOlD`28(9$XrI}?`jY$U0gn>j&Q
zhC$KY+Cwk3Nalwg9x=7|Bed3ZZ$>l=9sw$DjnGU<F17TRTId`~Mg9ay9m8Z@Vs_wo
z4QiyTM;u_mn#7q&j5Sh7XKqp;5TCHP^So*%nD=lPjrLCn6iB86a>~S=uw8FtYb(t0
zZe4F@Hj$_->Ylt%YC=G`p*>A<>V5D`62#VzKfjFFt`F!OK5lUWib$W1r>XwQzLcft
zRh){ZdwPW)yeS(6VNH6ATWVFCt&*T<32A|0H>Dst+yT@d`?$95<_dy2MMkLO*k>H#
z7y=rs9cI0pPe6dYL=_C&1VQ0aD96P?>U#5H5dWeLzfiZK_!PkYnfL*(*`=E<)9>rY
zyOK6d+`kd44`(#rGz18Y;T7~ei(+W#9<i?ygB)=HQBlQQ28oxmxOrg+LBB|UvU727
zcQ0gbwUSrykkFu&g4X1NCVH%XY+V#H+#^26&X%uE6eteAe6sQVeM0?@bXl>L7`I=j
z1La*Gn`z+}tlt?n0&&yP&RqqHptZNp9PP%m175Q?y+s#PRh{>8{x-hUJGwb=n75BW
z0eo2R?1bb>(8qC`YHB2A?Cr2eLL>zp;k4W(+dLc*-(D-wC&pT4lO%iSXbY_pfV^%N
z=r66%)G;t^%i<HUGXVqafdgy7U$xx#XDx6t>(9-EMKO9O;tFwTHiuXKa1Vz2J(O7|
z1ik5ebH~xLY@+0oW8LSfH4Tdq9RH(<IzK;<sk70(H-Ut2Eog!gE@W$b`VPQnXkS!2
zZ-&;5mc(EmIqi;l?ZS0;!FYtH)Km|h**USli58~x9iO?+kMF$|!FD)*dsRQiB(c`&
zykNmAcX(h&p|vQ<k{>TLUU>kD&_0=EJ7!~S%!1qM9U3QiF47$C{hz;~MObXo)Td|K
zoC6g#`F`S765FxuyYs%bI2Y5y$@-_Ei1Z1Zoc?O}Mr{VBbIk*=Mx{OyVlhP_i-&|X
zUN7F=%?{#HMV~nDq5W;>2Zg%4*J5dz0vSwg{1-j;w8Xy0FEET0_a21<K1~PKd4RQ}
z<5e8+8phgf+^r7p<uE>A@VtN7lLLf_O=U(Z+DGl?{OeKT$k4dc`rZ@EQ3+6&g^b8I
zpF<mog4caFe4IaN+fl}C=pwDoJNgwoUAM}QJSL22o9JH4$N8dP&Pe?OvE}_|mX^2M
zBo|vY`rMdin&&3u?dc;PhZ05zkA}D2^I~nPXX>B~CsMmF3k}b9Er%yWM`F1Sk<j`0
zh%GHekiC8264U7NcjxUPWKbbrHLyWQ4gJ0p_NimTznRCc-RnCh5re%+Maz6`eX*Jw
zw=={GiXa1z;}GZYfd%*n+tBbxjF?q9W`MDME>F-T%uB90tuGa9u2gU6iY=H`j*afb
zu^v93by^s@v#Cc@_dL^9!-z!%%5mdUwj}U_+?MgY742TTxQ{Ds+hb>JoSz*cywo2+
z1>IERL2nG-aUeLkIeOxrV^b8Z+<$%^xBa=`MdP(2^9z4RKumRiN;oQ!#-J+0<4xhn
zk6M#C9}$0BpeJz~={iPWOVmP1He}UOLAnj}AcuU{o;si^G0`H@@2l4GP<7Q_#Fg>K
ziXza7N>WRH04=Wwjf9nxJCTkO+tdWgM*9A&_geOM#_|(t<qWn~4-1U90G2akBmP)P
zq}toqbW^Q=googMnNSHvWHo;C@N%*M$M};{#g=+hZ60bgTtr&MVB?F2Z8P`lF~aT;
z=V3`En+?T2R=<Sv+~LGm?m=l8A%%s@i1q4iG<@l#*9K~7m!PN9gd|TaU^|g_0`^aD
zp#IN@jn{kIdEI<l`5K~^Y~06Nm-3zTE<mX*<D~h5Bo|0WcT_CDqp5#wQ_YG9!o(&S
z1dKY@7+}57-)Y8%SuLT{A*9B(zvR8bZrMv6HT-<l1>oGT0Tk7v^ISoWX?m?4x9xlg
zjtr0+fWW5w^wMo6Fo`;8<A;z+{d6F)+FnN&F~PEw;<X)dh@!A-(8<TEPIbHzoYs4B
zy!At#d#Ou}?e6@D_(b8CKgVsq`&N!GH}f8rzTYAsYq^7yFtYceY9~N45TLtv?0z^u
zkq@p9G`K0IN-?_Brif)Cc8-EHOx|FS=i*F6v@0@@N39GmLLyXK)X6d!SUnrN-?h1r
zxwSujfMUILCN3^4))g~JDH?IX1PsA`sTsNL-~EO}7#K_eMAAQX#DWwwN{?@&br;&Q
zq#rymw!Che5^O(YWe~vp+M=-N{L;71aoe7rMNnIs?B;K`ArV{3s`pZ3XNgJo9JElW
zmYK&+?g?sK8_QB0xwPnBuf7zcSS?Ie85y9)U62IS3JmpJ%~^`_a?zZnJsrlMt-7>J
zIef{<6K|j@^Ar^mv$-(~in51FPVL;;+bJGPb#mvHaINoCsZWtp^jsdWC9Xw5*^s0r
zo>u$&=?^;A!c<JVKY<%?(-6ZHiq%|%%s9Hq{7QUiB_7nAJl%Vj6!F}ZbaP_V*VLP$
z+zBt0|C&zc@IKJ$RoNA#rfX`MN^Hh&9{zSNOr7>_hjPg$*x1e42FlEoqZIcBj{g>Q
zSIO)5qsM$2Zu<Ss;dZJ-iGrKOs^YrY^0tpb{Owk|@ZleB_KS0CVji)>_HBf!#YXXy
z&WTl<V7#08cYwc1-mXXjdzSnkF!cW<L0tsYCT~(mC=y2ATz$_oOPvxBSV>Jc@tmcN
zYbbrfy;4Fz+^{Iw2@kgNcwf1Q;+%6d*10h^IXK12RE{OPyQAzYF!k&n%D3)h<|jsp
zNXMy6%}x(Gu!1Z!f$H87E23UAAuNv&!P`f2_CbPDHL#f|VrR_E9Mp1EE6BG{0~0vS
za5p<Ern)ntV)7Q;%?l-#j#w(3m`kv-A-Xm%Bup&Kf5gY9at;hO_jgt#EJRu9iOaYx
zRu@}|H+FZHTF)((-9k)MjS!!p5E#5}4qmq&(>B=I&K6D}A43Te00iEcZrwZP;tR+M
zSDbVjcG5#9l748Y7dNLz#H^LI;bi8Hn%sEG@1Z!*(%Xxe<<=9Haq_~U^YYq_OgC@o
zWw1)_O$t;NDJbT{4NMofK;Gb?SAR)uL-UljpJD4dub%%7FCvnkiYP*a;KcG%Z#^}*
z_`6ObbKH~#&jsn7MK?2|hvv%Kb-DC8!~}mYc#+*CMz3{nB<ZnJJGor)t-UUtY*@m@
zu_ir}iCzw8w_<4aJqmZ5YI7QJ4PD6VT28dsl^B|uw(|WcOtw_sI3Sd%A|}tPmo*15
zyjyr;W?{fXL#vZ0$`oih;2s*IaCD)u{dSM(XW}Wc+r(Alfy+qI)3YKNbH0y8CE~kX
zsdtpcaqN1&s$jmsifP`ac<HW0simj1c7Bge5*nu^6rS`rA16oFNmw&P2kms0qF&$n
zvK#%SrRdc0E!pPN-0h=1mNAidkqU)8)@NlrzNIbQy=7$q86yd+eVyAj9<3_x6x~)<
z-sTaaXAqWXZk?&=Rz$@zj;wR<vWo(srJa4Fs31&S*Lu0e2Wk&RB`j|a!9Ry?wVM(m
zR6Wl-jjVxytT1m>I`K$clg7ECYVn%JL{)`KacbRhQ$=kj;*O6O>vs1!{`0IeI*DW<
ztV^5sYys>>-lRM^pe#q%`!W~sMdArXyzTE!O)X^Y#?p~pH7&v-?JcI!;9G!kU(Cw4
z_abht_YIR>Ak}v<<B&lEgZ*Fyg1JEy>_(w232@{Q`ehJRjEF^{)+)?=$Zm##jr}90
zjN<Q@2nrn<YEd25a3r~0qtLSjdLm4I0E+yOONmv;B0kQm({(}q8TqXGwag&J!lbU*
z9vB<Dxwmnd>}lTeK-7fwiNu9O&#cy#ty^q*G%qxf1u<YSCN}6KxT{?H@jA==t}2^m
z@)!pU<_lSPRS}Pu3d)~rsq%ZJA}fnSvI5DT0gKxwY7uvr%Ck8SZKjNPa?GIva$SGC
zTfe~}7<G=H`-WqgLNietqoF6h$W+fJMLt7cs7y)K*Qd4xsSA0{ek0;Z%h$-B^XX&&
zKp_sbWvG%7dF$W=_7V9%y!Dkq<OlX#?mv=_23i<bbcL(_>-rLujp^KN8=JYc-Z_T|
z^1H4WKvbjArlu9;yy&><nm+e@8Bx66dr00n)dA;orl-&5a1s}+;XV+Axq3QG6B8_e
zpHUM{5j7!pw-w>!i^g_64cuM+-pKIj?C%}O5-yg>d#^|@d;kG&8Zd<Yq9sRH<+z&z
zxuFz$a$>nB1GRDmt)9~-V{5BCOB+TL+Z@ErDnNb>6~KEyUfYQ?m%~JkuIhk3$iMwr
z{eRLbOn)J^qWjzxi|m{!NI%HyTlCtQ8_8^gmD8Ckm1uJy$6J#-pmBC|(5kCL6~<5k
zG$(ba{}dfWr7rT1^ma<bL>$VOp|}gUTgsY^eVyC}hQW&DEdKB-wU|rE&Akp{+HWS!
zg31rS*E3m(o$u9`cChcRz#c!it9G=oqKqdyy9re5V{Gn8G0Z2`r~>OhZ3PygyEi}d
zv(Jgc=nU9=K=paAnuCW`xEjvVc7Ru1OxoN&Q<!eDdt)2$13GVwsxES<vglAU!=GTD
z%Ejh-L6=kkqO=-NMiF?<D(bXO6oXE6ug0ZY;a22q=bOF1Iz3=@)Qw%h>coG&O7^{!
zBj~NrL|#u#{S3%mDatQy4AAT8w513myXZgr>X8k?3S1Ub`{;Wnq+AIj>{lGs{+WNQ
ze286=fES^xQz?;s@(jQ>i?UO%JxlMpRJrA9I+R?RX46+2XM<sq!?{cD?tb~2sWVDz
zAZlYht3~#>Fad~f^Ya41dldl5Jg#;9_5LU`IzRVLx+NixR;1*b22!8t%$eY&?^e=>
zFxfCoXk&iOLE89@jirDZju1un#up<EoF<%&AGqpyz=s`1Z224>J-kiaiz*v2ad6)a
zbi(GL_7uS@1jNipwM)Tys}uW@H1Cujx14{%MJmxD+z5Czb`5wf$z)p$wSmMojcs3h
zQb>D3h0K$<TerY_7<_F<&V<&d^l8*4-#unDX?+168WRqm%M(;&xI{L=3V`GKjTzm4
z%1*zp6`T5tzV$CJ_726NN;NfZe}03{%;pHS@N#z0T`fHZ?{4_4tgTHC%F9^Mf7~kr
zm2J&?Dx7!xAKErsDPlR17`lrWjSIJBZeSCc66jSkf`U@6g*%Xmkp?|LP*89>Ed++n
zMidsHQ=Z*8{ve!oh8vEe{W>}4bCNQs+&;Z-Sh(xjwUn|lp2UsChqhDgi6J!l+SJER
zL|{2jMb#VZVQ!Zt2+C%W;=C~Lc#yu$Rs~yS2D`4XeV!fqfB`yMdC((<&)5=>yXQwS
z&&^J=@doQT#r(;XAk1F2_mf&#cmC4;8LR(LMM^|ANa<T|ZdPDZQxV8cnobW0D54d%
zdl~PAANKRpLSe2ZZgtHq4Q=l-MtM#V_+A=5b$1{<2B(1X;L9J*`FD|t6D1JKfB%Ww
zK$))Q9}STCDiwK}Ug@%1OFTXFIR`Qac50Ytuxmm@KB!bFZTV($Kh)3SQ=PhkXNh}c
z3$@C_BF*-aQzO^ERr)l@>+{xEQC6njZc985ea@Y0#yw@A+?$eHDh>2xSj^J})e3@w
z(2`|{mSHQEh^VOR3S@?m6h_(T@1rQAiC9{R;p;r!_xS8q?%H<0;UCLnHU(+Lr+9e+
zU+=EeX}zo&S5{G>cf%JN)8BN8qphq9t9?wqoF^e_X;h(Z{Bs5zHeyqQo|>g9jh)#m
zF@@xPsKmOgu4mo-rCuEYK9{e4(Z%g*s+Y-nm==WQ)jXOPY*lvY9Z1y|PEJYTg1Fj#
z>Io=1rb)vSI*KEpKCW*`K5%g{n-{Ri>9-lpDy*YD)K3F=BRJK^i=2J6lW}Jt`q1A7
zkGr$7`qXxErg)bx&31Q!600L;VYGD?KK_Y_@}C(Bm1iK!L-eKxUiEQ2n$TNY@ctbr
z*gjC}&#WTDCdP8^+{1Hpu_~;M;t$U$t59`*8w@KiDtg;}uHwT)1Qry{cb?>x8xyJ~
z>g*&nGx~93)#~q_biV_R_uHLjBOs&5mT`x-+W72oe1el^{m*AaWUcde-;=ezG>l;)
z(s#j&ZCGp@cTR%c8a`H{O7L4=-c_%f<&<IYf)Cqv`77({Mt}<Q6)7nx{kB^lp$}ll
zs^`W#qoYJ|>xv0~HYTOZ+w%e}XQM0SPcz~6b~nkG5t6U>URhXL&N_8{nx>N*&G!%F
zt&{|4$yh*hXwbQu92J=+Gr*WsUd~3(=7sG+A%>1AY%s&+j6^Yh1#uUX?%v+IMJ881
z9sq^G*JjuFEZVup!$NIn;L@5IA!LrR6o4L;zU>zUy;7g6r^%$bJN?Fay<7;?OrFG+
zWTmRe%+g4>OrN#gd`HR2r}7i%tnm&XRN#F|9M9~mU~OtB`aIZOubkZmvNxvj;bY*-
z&_BjsryY6<6U4<CwU3Iy5^QYpCixHH-8tGeh7)bqpKhmzbR&b9gt&0p+82O;24V};
zwfph+^77k$r}c>aPr-XWMlT~}-K82Cqoud+3Y!%!jD7QwfaKPbL!6-xyp7|Q3l&?L
z*}!TzA^fc|LqBv;Z|UVcy06!EDvy=(JE99$To&+}$%TD#o*xwSZ4hQ*sVkh4VXcQG
zA@ph@Nl=a!h1-2z^>eJK-z8(o_Q!WoY-G5Q+@VKtse(DJL%YTN2UJS=#nRY2+ohdt
zc+2$c#*(^>jJmqZ>?7hJ>)C;;m`yJ{xLkqi;>EiB$|ru1SUY!4kvJ2q^>UnPyvKJD
zi)V_Vm2o$61xMw%Y-Pz9u?Ro_6#YZZ8ti=3nS@aTx+sICmsKnH**i8kPd@A6j_x<h
zUozkLz$dmX;2wJS0V9WMHFUR$28Sj%U1kanmS3t3N7hk#Zam_0u{UlRgg4)r4_kl-
z^4(XFA+zd|<8E^$d;dSWzB(?-u4~tLjK=_xZWU<(k&;%B?v_@DP6rrz0FxTJTj?H=
zZiDWap+jkga;Tv>dwjq56Fuk550F3bj=k5u_O-6H_F5dC7Fq~8EkF|BIUhc7+gHv7
zRG#2^T1G5ZscY6mZo@KaOQys$W?TtH=>2F)4T0sYlaP})bxtrf<G<g59d;3dY|fn8
zgV)x0!8#{x<h?dN(wYo^Y)5gQhLcy*fXFz<a25uHClbojz82f~{F)2Y=$^Ro?VV<$
zii4os%i>s?eeCLV%G5EaF|&x1mk)%jhuV=&C7!fZ{%A=JfI|El8w}i3k{tI}q3aIE
zRLjd$f4tMJ^Gw_lXFY*!0ysmVxEIZO8h*NX9rRCuHb-_u;#Jr;ITTN0gw&0w`AZ)R
zB5nNnY%pn`@Z}I&uL1$S_{4jx@%X@wn2&FHTBpIAQ|zE>%mhsELySLV@iHfIT22lN
zO!3rgjRG<5g6-0$1PY#NA=ovKwhhuUDAo)o13!9Kxi#k3w5aAi2%md@R1rKij;naM
z@sk$R&#%=m6a}r4K=-G$I73kGHX1vSDoPt`c>HXI7h*tjl$&hQ-$<0pa0(=PUjZ2X
z2q;=2Nvt1!CGri4l7)&F-|tQqV9s(7=Z9sy+QgnO59adTUXVxhc7WzHRK`aeEB^kw
zn>;}?3CqVfkahKU2!x)E?an?QNY85*pE>m+>fiuUD+BIuzN+%aJoEG{u}ctF3KkRs
z$f0xZmOen;t0|qB0ZjQnUZRK0LZ=MAtWQM$wA;y18Mmpdlyr+`sF-W|x=oBx1Qu$y
zI@Y&rS2#6!+-tn@5N?3~Mh!XmAFTO^bszQ{a=ZQXeRw=<IKxom%>p~cseE4ntt{*k
zC`Te^@ZjWST-8`c<;;9!T5av!JENR8%5~UQET_5$+h&&~oPNHf5ApOq7<#z2XecyM
zQF!h-Q|8yfrWQpb2cwcY<c9{3F&6NeaQ_93SFhhpVJ07Rj8>(|ELNPt)7#mR#&fH?
zc+VWPlsL64SXcl;zSk}?_zyF9OvnMRVdAV`Ic5QuV&@cpAbkxvYU%lb?6T9Bv%pfa
zQ=p#GjLo)WmlLlBtddfG2t!aB(&7gmUpYto5c=F;t81!xv}_x{jhi&Uv!&(apcwyC
zL+=ibVO>E{D`+<l7fXVoIf;Ws`JwDSTe2bt<B8B?K_|#4N-dYcE-ftkzVs73Q9-}H
z)GWMSv=-gwuo_KTqvy~2He5ngQ<LPs3<ht%3ny4b8qeu2P{j>0(>No3Qy)PYA#~^W
zjUP>_14t{I?TY3$3Mihk0?(UzvJqdo+MPX(=vk$-NG)?nO{y>-$y5{FNCKXfjpuE0
za(&^I@2fLwo~c0^Dx;#XD1ZN8`Ov^1k~|FNC3NH8nx;196*3=>{oqQ|<MV1YS)3uF
z)(df9^H$T;jQZpDM)+M~yLmdA8`cg=b}znSPW2GwtU1ILPt^}hck8Q!^!HD5BKszm
z{OxFm_RC_7E5@~3=bGU=qe9BN+4?mGCM&i=CMsFX<swCMLhZpMY02h@Q2ci^`%tr;
z_)%)*eszn<Af0|Qv}NVyw|81uA*X!uFmgZwA93J8GG3GscJ0AOH*EXvAS15HoZ(_q
znGP+j<U37go8&bz3ePlHd~t6e0$>Cl{-16P9&o#Kh9N?h<Q^B-=*3c!QnK<&`e`>(
zW_Jbl_}KTj%{CYXIC1W3X<oY*L>zh`3z{13qOiXQ|I9ug;8&_au>}Z@^40=PDXOwE
z7<PhQge1twn20=yM}SF%s&BPy|I?$V{$@=fG~SC_yK@sh0bEI9`2%ns)*JjPinhnX
z12ff5oGiRjQc}f31%)O^Ku`gfnr_xl@mFX#IM{8xJ=Q`5TEyY~`_p)`C5*Ro%(6hE
zuVbjM0cv=dM7(OoXBtdwFjsPw4u0RDE6mo68%*J0ZX)zKw9IB~R#bRfh*Oh(Gs$i4
z3`=s|@m4c#xD7gwjy%Mo^dT)vkeL$ZHM&Fx{y$f=x8&=8uV{kupP0*~Kl)mXK(UAI
zROs-Rv6keD6q=?cDN#M7$E+ar(L_NN3ivrsL3I`v+_I(q@@AP=-5m6-UdBCE)(}D^
z3OXdG!Q>imS9un@^r6FZ?lGyR!DaNlx>@=KZT~mHAe`G64qjG<t{x(?Cys0x;@pSf
z7tD!sy9}hpt|jA-`QHTde}<2jSK3NW4ntA;6Z3TryB>SY$)rp{Ct&Dlps5vYVK&hn
z_`0ydwbX}+5lB+3s0|YZ85(|3Z*LqAbSD;P<>YD6^d+RcqM|Urg@sFE!DYfsVx_v{
z4W9oQfP#qA{d<Is+2Umyc)v`PGx?M(GYjeyvOH3lG@zVmz7CH5g4U=<WzZ2ohif`?
zS{e*ryiZj~*>B|}o)#8&V}V_}rGO`WCoVr8<DI8*?*$F$7FM9Sz9hTx-_$)>u)Z??
zcs~vN`*C>LNqJd*{Ry({^&}-B<1adhp(pF9p(Q<|0xlEo5*XPnz+2Pe_{~fYSNAfD
zS4;aqOiLH<#H5NsaS!+2Oibf<|5V|bkYSgxKIkZ`XXDQw(Yc^r`2T)p-{5!m`ijM}
zIc~K8?)Xb|UbjPp*4|O@XWa4j=#aaDxG?Rnq8MsCeiV!1_BFy|)xmm&(zxR{EVsoD
z>fyqxnwi?G>j6zcI$0s71oW^ZIfSY&SzY-ZvGNw}TnI_hg0Y)$J$z~1<Y2YjKXu$q
z0<16v+5j<L_(3tYP{AAI<@9#^cM?GFAu}+b4WZ4=Sr2DQb&I=7)pFBMJ@{Ra<8{Fj
zaLixKiu+3Q|Gj^sa~VLn-0fDUG=PMOwS($1Ky3*o?2HrROz}2{;{Tn2<jJH`^C@sG
z_3vQ%7LI3@i)_z-vcN=zgEE^mM0h2`+pR0TcxzP)ifQA40Iy#|=9D2UYJkP)i@{K(
z)dEEcQLCd<al5E$tr$4)Z=q|og52QUav6>!mp_?o+Srj2CmP$-i4NEuA{oTEMeXZX
z+Ykx}j;nt0_6~;DwtH}yvBeX>@qdw(YkHKxH{8Yf2tS<kbWj2f24}F}^67&$#D#fw
z63p&A_}@7^qe_8SM)r-sI{jyFJ!MLSTqgAeL^0{1h<(jcV-ov)bG`eTPdbZo^+OS{
zM&8U+)WQw_l3rU1oK8!7T4oK$P&hvWwC~|T0UYELiPNf_xI?|>GZJTh$QUWpp7L_v
z58)ji-7;%KO&vl-S_TKv&6S9UJB^8;SpX@trHi@g_9eSmp?;=neZ`f<hh{CEtH<F1
zcv=gqHnspk0r?PG+H8{ehKq!Ft&lPgC?Q-v(Dlk4KbaQe6vLaTf=lzDc5keD%P9u6
z$cI-k;WmBC>rIV>*Hvg4*6;n_d%HYs?pU5o%4R5XjGftqx2u>vlJ06Bk>BbK9fKoF
z;Io?`Q}ffULYPD)^rEBZuss%Qq&9=7rdQM_6hjlcZb^>QYj}a<4=Xc`2IMVH3ds=~
zKpaI;Vg?+R$_<&&#*&^o%7s)Ofh;B3Xd(5`QqEiDS|GP~B_0oT4)?sd_-!o_5fN+G
zpLA#V=6rtYX01578q3DsF%x9rbr0|P-K)f6E7zJ^egUu3PJDvUDM9^_wlh-n?3O-P
z!-l<LN~tb};s{Kx#^DONPe@OavlHHQ?Tub|HE`XRE){n#jz0%+SrN6#$8TOsW!t0_
zS5;u!pZ&8?tcw9aY}x&~AWn9*NRZ#i4XR7yy3vK7k<%TB&-6lo9X~Vj-cFADgq{b@
z$!tJ7BM-0rU24!<VyGFQy{#UZ;ZA_0i@)*YW~@D}zUcnA&*8*|%`I{KM#-a+N;+iV
z?kuv~8w71%s%V)yuIGi_`)#7W_Us@evZxREjmgjNp!>s?LJ&C;5wtKxpDs-hVuKVC
zdUq{XmNvHs#*5EM?hFQGY@HJsT)lr?%}BdH6QZx8W^41wL?)6<>3OGdnGHr==2j5i
z%dK_V37TWKhTzo*40?HH1-U{^+zeWBpAuHzD*zE%NKId#95`jFwPmGD-H8>(2x<Xd
zScZ`r*tPIvnF(2@3HXvrM<A^oM8nBkB^Zx}1fxD<1;`2QV(v)0En}dB^#LarI1FF>
ze`rCm0)%+v176e-TvI!yMW;bT7<7nK#aRA+^)r-sy0kIb&c|)yrUj-_`hU<I`(2W&
zS*M;?_&;c_i`M?}vE*i&9Ad-?Y_Uxj$d9TAZbB^Hek(6eY<%hlyebWu_p!m?p}l`j
zFih`}PljxA)-p4x&=48#f1S*QoPtN^c86NYv+e*zi_tNld}be)$j|Rrp(v<8<Hy^i
z&@m<ES;Lp%TYwV>0#C|hb#x!Jr6gYVin;O?hzZlx^t8kWtHK;&Crzo%U!^+Ii;G$R
zm`=R%an^kf?Fw1u5CAJO8(%{f`jxe!aiHg32p-*O_S$IE@m|-x4b)kuih!xf6C9{~
ze?FSjOiiZ&l<(Q^#e3L^WHjW!ugAtm+J}HXLyV`R`o8?X?t+~&E8f-ytyo*-I&@IY
zwVTHb-p;E&O_@_-_qxSwrha*bWbSKW=f!Do$MaSAyJVUH))e+gO-)UaLi}FQ3APy9
za$-c1D!duu2K%vrDn2zo{OTZf)9Y&Fb5s|1-}@;D17;T4OBy&$K(M>SS7*lEolN$3
zAfTtX?=?D+`)N5W+J$<!FGIcOVX*7qCbCVRKjEPhvNXo`OKj?W4@xL?9DvR&q<?@3
zsFCy5R1yM-im6^roY+iUm|i5dM+6Z2wb%(H=X{pEd5M1aN996=4`3ADMR}h@1`G4S
znc+t1(7ccit^-s2hywgLx>r<pjJ341R6GsMEH6eCRc}#IQKe@LbI=oEJ4+O%hlw2m
zrGm5@X$4YAerW)*Bp=V?#+X1F4XDPkxWLBN4gs=1hGNzqNO!@BNO3XgP%4_1WG|<~
zA$lXF)0r78&whdM%(lQ}(7(j*GDE^q{S`LT(;aJ}K)9=%-e7<<{>(##-vSo}tmIw{
zGG{wJV~mZx-DE^K9~?_*q1nK$nyh&bOnd6!Gye{k9-fR>{nBJkO@{9|kUVl>Ix{x5
zDXLI9D<r&e6t)eW3#ALNNcH6D7PqihOcY{+-5qZIKtII^7;M$<%D*+BrmQ%h+t1HW
zxAp_U>_0x=t}ru>><)Mv6w|V2+#ujGHYW+iSXfBoV_2t_=A)PRsN^CwSKWrPt)P1e
zNE5=d-M?|R_8fztRW}e*aD@2UCr3}s%ybKk>cn8z9EURk7)-vPTN>lI(a=MXdM7S=
zB#n{%ZC#IEs)E&z-C$pDMzOx-3BcloE){woNG<Mov~qJW5&|v^x?>aA)$3}}IL?+~
z`{4DlLRXGd&7|CcJeV2sSo}q6OGOa9G0gc8Gt|>GvM@o*u2b~K?6f-lnjOeq;3x$U
zNMHyf0P#U-1*Lag61c_4xQr;Ls%PtmZ5!WL?&PI|>aT$)?0XFelOb>~nt-n-<}wO3
zz&zZN#0MM93vV*S=Yp*{sNUt72w2zH9^*Y-JPU?)X1o4D2wDOEdDKuo+l8B{jC2TS
z5B&6S`X}v788DKo-SO0s%)zp>*B`hnZ?`nX1H-i*Ldn1-A^02NJz?Nm=R$gW@H1+!
z_rhTOctE_#LZybI9{S_)FIsonFhuZ~2E7Mh?UAF==K&a0CnUhI0qI3S6|seZX6r>E
z)%)+B{!E9EP%OC;B-McS^PNT9mc72i?;B+W@Zg+>UItD&JsTTaAS85Bkn?!{HsGCW
zK{iMq5xlZ`nsaP`gnANRa$|4i@`PFtS<}@5%#Pq>>y_KmoEZ_3nzr^$@qH{LK;tpa
z(D}>R;!Om$*sZM{rMBoNuMm`8UxWv^Vl{?KEodDtA^x!fHf5o0W^8-@I%ur@+d5_g
zK$NgGBs;}J)V$~TF<6OtX@tjz%NKB2$`PWOQuK!-y(E1U#T%=m{#pJQjC*b*qwCIy
z)AZM?gspBTL=4@*`}^1H;`}*Txpo9OZ{VdcuRRbD{wz%(?(8@0IjD_AP956Wmd%;t
zRr|Dz#uMDB`!9+$geNf@fs#&`%d?-d`~jxi>7YuuGsq{65`e3k+RD?ixZcx4l`XtH
z2MNjTs7Q?7F+G@M=iq3=c#sr5|Hd|RX-f1Cph2X}DIPY5+v^G%GN-89J~s%no!NK<
zN#_?B;dAXS1*%ZvZga(YkXri17G2}<G0jt9-uE4cWDm|fq8tABg+%3(1K<hJktV;U
zZsCy7$de`J;>9x3T!vGd+z|q#fS+-HkB{d5voX9<R}r!#j0nDZvO2`=gp-4UuCp1Z
zM|+DHe;R-GEC`O-ee=_4)|xueBq5bb+RLmlX$s`~^V;}BDUawZZNU({Jco@>cMT|M
z_~eiT+u@r2;%B6IIvKDPRP#420D)a;ACGEnmC)sOD$%Y)yOH*RKA}2zu+vh)ygC{G
z+(@`+3axX7*CQ*;Ws<M}dMdi1lilIn0U+|(kRJ&R7J?Z6DapT84O}$?WL;_M^o%X4
z1m2N{ZP)S}uisPfY}t-J)*NlyqROt%;>hgoPxY>cca@}D><?Jvi;D?wbop*X0Adf2
zog^$GVmb~t2cM1vOc<24)<0bRYmOX2PA)u4JQ{lI0#0_!fZS23$eZaB0ZR~|UZ7{2
zFCIaPsx}rY_eVhrdMd~SK9!Xc28p7u($SHpqFvS3;5nfm7#<xP?9=0Da99@ULc(G`
z6dnnChOVxTO%`_{D_rY$c6v;cyF->1MYo#y*4p`27mrLOnRJD!2@Ja?2B9Nv4qX~o
zoXT!Rv-S}5gbX6Ln@ZA44$9KkYdnq(>U1t$r@CP?gaTDOUgCWRdN16s_+hu;iB7RS
zT=Ea#4PjBD^>x;Z;Yv`D;J7MjN9s2^VAPhA4%17?uS-+UT3Ewi4Fz47;fXyXBSKwM
z6|u-V$e4b1-MtZyRNA&#D%XXhErR&I=Ktmb#3=fhi?$^f+KlOWRyhS&_*uwg?PEsz
z`sz7&wr1<?kKmk>`9QA0YiF=)SH^$oY3^%X4_6Vw)63*EH}sV!@15p1x40Rb&!MYx
z!dI=-<D-n!$;3R=KefB)7BaWE?l>)X*d#4g?cdSR@irG_wb;&@WRW$0jlXO8Tz^Tr
z@Ip_fXBm*dF&KfnU1x}hgl#LN4EE|6@a}jp92bAnkG}fP5s{EbT*xc5QXerAM?2@0
zXEkO%6ri^>jFUIqSmJWDs@7LXp{?_=7wbh^$jA(ROb-YXt=p+`MrvzEH34P~av=Qu
zDMZ|!{klub(9vyt*lGs<X6M_FvQG(gBzGF*6p>bf$$4`)IBb%{@k3)oke*SjL7a9>
zhhy%I=s=50UDX>ai<bJE#dd{#6E>+qIBP3iIn3pc0X@n4eQx_bK{HON4Gi_Lz81*g
z?(;v^CcFToJ!}|*<)Fl5P5Mg0vthMudpS&DFX5_om1dxPTS@xI?O7pb+;B*UO;uOj
z6+<3K3l#f$osMX#a<_gLM2Jt<P(QN;P|8ZDBS6cJG@x3@5V^e*vs^YlIMJ_;`PZk=
zsbbrkr){WD$gqyT>P4`yhj^}!IT7{3@*)*1hKG8cal5RQtS6)hyJD%YlR_K6Hs(PE
z(J9hhwyU!4!socWR|0ZmBU*=sbgFi@{+F@=<krkTkSRP3MBK7aw>R2Yv#02;7Kvr`
z^mq;#s<g0XA7=FQTs_joZ0I@cp|Z^zUtLITb35^>z1VAP>a;Nr6A+`DX(0$c0>sY7
zCgMO@a1|uEDNUW!Sg3#<HG6ubp`LVVcmJ`Pp7nh%vC8EI6`3cE*&%V^59OwW<~A!@
zUeRwO4}J&iZ@uK&EqsnIAV;&glsxlO($#;U{^!8cViTp)Ddms2@E+Z*w1a_GN4vmh
z^|gd&7L{t&9^3|9XKoq`F2q8+b#TFU6_m+Br&36Ifg|=ZDJ-pVh<X9k-%_Un=7hN%
zR?N|SEg&Dc@0{d$Ji!h2iQV0opw;^+G+ewOj|gMXQ~BAEaZLv#h(#U=>1Vrp>Lb~|
zKVDzN)Qv_jJXRURinMYq4-Wn(SE-lr{H3U7T!YgSuaou@1Um?<d0`Que+;~7{7r^g
z-<>PUhOC@spOl%5&yS$do@MMkuTu(U+{1jp;)-jOZP?D_S|L4w_LN|^9S)f|_eWn|
zsrtQ(hsogemj{W}!x0fgTZC&``~7-gk693dw(fw))WEcY@sWFh{#4i>$jJzTJ%nZ@
zB$=ic>arUq^iwV!=^KKuU=cnby46a@!`u>|-4n>=wO91C%F*tRu_t2z?pJP63O><{
zH2O@>Ymw6FIzBZJoC5K;Vk-@qCV_fyRj;`u<7R4y+St?g?Ulq+#Y9Y(x>^TJKP4NV
zk2Lo3aNa%47-Zfc8)YYlO*+GNk6pzmjRkSy;Ms@S%g0<4|G-uOP&-PHsY$bR-icqu
z{QQ;Jg~uo8;o&HubEfF;U(V0ut;5;K#(%nr9JY1<QS$d^0>pg<Gq|oIzyYL3_8TIt
zgg^k#Wq33g9UI%|$|Wj7=e{*pi4y=m&?!7w1ZBBeiR7Q00m({$y&;WXJi^C(cbg`9
z{>ZR*Rs%_jpD$f#j`0z&;p8*ddr?r7GPFij*fX@T9n-?9F0sD6XtcT_X77HoW13t(
zXai3IPmb3GqNB|~Vi|HD6Kl~zShU|$InyoP)F-owZxQvspD<9`y7g=_>D$q<$-(9L
z7}^>qnqE=Ex`pabg*D600@PJjKWsWc(n=TTuxW(DOH4xsxToXJ%RVguE%3XiTV35c
z-vs92OfL`UMidIjKnj@jfC1$R1}f^r>Ct6+d}Evc{j~mKBjPw9baT5;`=hwu_au3J
zwO7;9rPDDy0^N!K_b<;pV#ep&?N><w-{&r)^p(zHnROZl0eX_DBhcC={r4Z9p~dHV
zFE0Ei*CZe0bM21<SODF0t8@)Ek}v&n3}Y1JH$JLoWs^_#J<j?MC&8zIQr8(7iXy*3
zM#ugeUtER>wV!cTDPP|kTrPJl@D%g08}6lG%sg%&Au0MsFe!!)-qIUwS|&k93-H}v
z{`>LO1_E2bhk9;sNHsjhEUWv9G;LkVl2E+YL_yuQ?^?%>=+wqRNcT|RP}lh8(U1aH
z1F^nC72xJ~Ke+%W_Ojp)kZRM2&-}4JZu4ou3+tGN7qY<)Iaq+z{Y`q`+coc)>J}PL
zUU*N)O1F_M&J~jELIc$2fT-x`jF2!MG0*8W?D4_!v_-?A6NcqNHj4LD2Ak0L3Z;?)
z;GKi#3@~7&gGHsgKcMb)s)O~o!jy1c$9tQ`F^ve?7C=(&WM;}EIN$(unmUlR)D3m(
z4u8zRi7~L(y{tx(n~qOAUa51Eu)Lg{OX0ev5L-_VrVNz13gG3nm8HGCaM)2Rh-dOj
zct^&lq+Fgh`x&Z0FZFb#GeM9;dquJ1jz&j-ZJ=^k>iFiKU6ZGc3EnT~mc?fYz}_S|
z_YDysN_rZE^Vm8dvB}ICA(6Peyo*opK^}_#&IQOcW`Ue9DS*B<zMFkw#mQfmG<tEC
z3%s1$Zg}i8gsF?P^yT>ub(vN<uzaCy6$HVF_DAcx%Tuvg;Ck}%hZc;#ueG{4mZe(`
z@+e{dw90~Kdvxs7vyd%wvK&3EA5i>0-g~GXkks97M!y!<h7;9$?wdy_=!TxVt{iHA
z{nqd6jDBd0Gm9q8`T_c^{>RfT040%c>eYF`!R!};I5X!SPIAT=1n)qiRH~5jWL^$S
z5T8x-sa#!4{a+(qiuV}yKLCeH4ZoKRC6pz-AMC47E*u#2C=BJvz3yRLzP6`WwXiwx
z%g*e6*%?2O7*IrxljaP0(^CLnli;B3-qE_(1MtE=2A>K&fC5pWEcg2)m2Wu^u<mp*
zro~8QhU}~^9)L3kr7BEjGVc#OmQ#96>2Y4(`vAlm@nQx*ZgLPhBx>>U$bNXTjB92*
z@wUV~bk9!vbWgkR0qO6{?)t1uxH@ajjW+-A>?e-6{qNm3lb&4tHU6)1a-3QH^3?y4
z`r^GpN_yc**q!&jvL(-C9_8JtW4%TD@{xq>`sPuwIKl0^x6L9%BM*zpCZkPbUB!ua
zIur*JJn3#hN^cjJprSNO6u`hseNL%cK;=9aEa~uVGl39yaelEXwbGJOqK+L(+SBji
z%<RQtcT}(8P6elb&DVp+{(ar*m$~m;DuS6iJ#jWYzY@w9TIyvN(0`Rnwj)N)k3g=i
zZA1*$YfP@0?IJ6teaYg-oD^g`X>lOGI4$kw)={WmCugQAcE?3W!fWS*@Kn$Re}_kX
zUu#lUJ57q?49_JY(%-$KDdYS+B8VAvL{(oY5z39t9Lh4B`o6>pf<Wke3&j3*FmkSA
z%6Y9F?YaG^=iP;;95h;v59r^AYY;cXz$rm?t#U;upRMZPisP?0`2E9IA{1ZH&i7yI
z>~|BDw{JfltsA4T+B+~N<mb1%g+?M@d-g2uWv}0>H2LvSM8r)nRf8-@N@Eg}+cy)t
zgg%)p?7yvDqQFM7dyoA0Re$|v`p#8!EWXQ}r{*7$bK&6{_Lx92O2N5zsRL_0*2eos
zf+LsSf6p+)Ee&n)#jjd)31=rtAmRi3!}#qUyvwj#Gee{5YBhh5GN6WY!nvsgV)8U^
z%V{>=Wn@e=e5JAR^97n3IiB9u<6WrBv)}gZ8+s)o$;g_`=h7)B8vh`-Aa5vEJJD#+
zX5;(pgDYHSWY(p6shy6-(hKIU^uDhmlT}U3mv^)ebT>otT`+S7$rY{n^+t#hmgIo&
z?xgU+f~xuf>u4(eS~^=>RO{mR#UIbJ^L|*4PfSF`#YtS|B7gPTYx`#_zsG7}>Q;Nu
zL>Fhv681UgU&GOQ?Y6YAg1j<!%|8!|OTRSM-irE%#He8X>r6zG44a{zkPkSx@}|m-
zU5=A2nko`|Haxt)Ik>s9dBQMHW1;yOBwae9!H16iEX_-Fj|LVi_lCkL*KAXMv;<e6
z?OmrsI6l<7;+T|>9V`4&@2`8C`rk-TcCXxIms*>XdB~bC_^;&I`5G-Z!R(2fx|`jQ
zH#)A{d#-^bWK64L%(Nmbt5Xh$*O!7HnFytNqK720mmFO_WZbn{H-g-I`U37b*RDR(
ztUi#XUSi&S`C8{py2N8A+zSn7#a9K|TqO!ny-<X0J~Wg|XJRx{t3>+a$lODYlj+I8
zN~-Mdw~R{^{+b})*SDb-GEl7Cr^=_Doad!9N6%=QKh7-psw#M0{_G2{0(WM$v^S{S
zNbaKIk&H;@%=4EJ#SW>qmk6yl<2O9+xzxamJg47qYZukl7s^L3zic+|%3xB;m~L8i
z5}mzD?~r~#yD`5yw2sc<R@iPUt>4(*=B=U0CZYJA4l*Jo{yZgi=1k?kV5a2d71f~C
z-#`De^i7uXZRBO1vmp!GHeA9sJSC8)o66lL+(L}nMfWD0Lho7~y-UZq{Y<*IdTirt
zJzk?TTGB#6&N;kL-4aR-8rUzxP&v>#{TaIoxnL@}`ZrNDQpF~8fdO*7HP^BiW@bK|
zhz%*Jh@TW@!GFHLM<y0`H~a9Y4#s$=d*xId^w*Sr_r1(Ls-|e0X0X_JnRu3e);S-3
zhKBlVbDG)lSG$BAZ?4?R3eARk6mn`inVi#rkaum;&P&uqQC_KQOv;XbX}ux1*sZv@
z3$2x>wd_#=Dh_5g2Q#|jY7MVeP5=0jRryc?v7=h27gjxPq`_n1(7)(67H=3bfaO{%
z{P~ljq~kBk@;!g2(Nc!BE%(=$g02O`{)i;UZ$may##bpu(-j!5gw`E&=c+f|WHTBU
zo;fcekpbMOX1>0@{(88;J8D9ju<4miZAJOOzJE8qKeqaE4w6_=(N|b3bv0Lsnql~9
zx$R`pYg<<BPDwdA_iOpnJ|2@A#$5Fqb;rX{c@F!0OBX?9#{0c8&z~2Y$NptlXD&VQ
z?+ZywBcA=SX6-`xS?SXiA);63I>WtJ=k7+i<wJBg-}WGMskgzRb#jS7B2m?4+(mNA
zF~|GM9y!<^@l3-S#Ak?6W0PDWKP3njBJ4=nWI6QZ3-u_CsRd$0_C8+nbb=PMJYWM;
zbtQTswO&I~2L3^J;9%n{qu`D2>*+or#{4zc{u;E0w<HiQB-DvHCQWYXJS#oc@Qru&
zc0=V8)>C}C7g84IFFuS#2tAY+DDoWi`r)`W%(%Db!Ilxlw;owlCAW>CgnWMl(U%Y0
z!c9rP$Bqt{v|MJIZ(15?ep=qSJ2Eh^I5=EeMO0urqRwV4<}l=YczI+b+0QROC2?Gf
zt8V9YRxNq}K!x-p-_SdEE~8FKn)nC(ZVvF0MTqHfQ=ogC;l(R25$B}cmkOkH_&;Ma
zjf3I~yH*Nx!E-%0ik#ZstyJD~J*%UWt4s^I2JlfqIfj5X!eu4QWsUb$uqRGFAfT#2
zS>jcxSrB)YGGBQ#hs{4!W98AKWsy|8_c3P`wX<FP*|e^qT&L(YL)TycJ6U%RJlRF=
z4E}$N-_|y*z}x88Twe(&S-2Aw6_qAWdj9IpS9^Qu_a7ghx7vLH(N~Wsb(jjK1@?9S
zTxb<+Eolp_(;Rj;U(0%+`7&?04fBLcV&4~{cmO#hl#~uGlyCdvWJawPTbrs2buUC;
z+2N_7@mnw+*VifP{eAfLf96qu0oZ(BpELe6=?)KU)FYUB;>*f|Yinx&6r0_4pF{K&
z5k%(W<w~Q~TKhAEOJCoP8#6pm-~Vw5A{!AKOJusz`vpu=b=j;;+&vC)V-*R+UZV++
zfMeGOuW}*#3YOqz#Q+Q2K2+7zu(5IzelY*bgh=%8lk|Y?F{8qMf+0vvVfjZn>6(Ut
zSA_M@Ju?^9cy{g1%M>oM#HAwM<Cl5tC#>I4<5sw<AI?jA)s{ljx$m~2wXDHz)<0Zd
zM`U~LO8ddgnFne`1r2M91{$dxqeUNH>&F>}d~<?A!H)IU-T!OAEK?>a|Cx!Gu9L?3
z*{LfgE|h{gnStE<I05gFAf9SI`zcPlN!x#DPL2dzow74zg<Yv27)^-&>Zo)Mc4sV8
zIXTcErw_b4TQbF_*7_xCo6cP%s@_gZt5Cgv#gT@pi|wyf9Y%y-J+zUxQcdW7-8^Z$
z{`^Uv8`MFo;D)6OtNX&L-J5G;WsywE;M9j0yiQ}LIas=)IVx(r%V+l^w|Ni$P0j06
z6fc{*lY<Gu>)+NWl&2zNM;J-|MK+8}Lg-KAug+hK%4eUr$O9>fH~j1NXK0AP_7E7X
zqzM(Dlm-6t#(Z6FgH^k}Xcs5LiDu3-L_It>H9akZLq9_)G2=RQ2CZ<$u7NXo=}1PM
zXE5-+A`%l(X-(UzprCC8vtdcN)A8{nRc}SSdDlomA7KTsyuXI~bM6h3()75vC#31b
z3}-II#>J%_T{=d0Pgs;%tn0Sj3Fwyd{We@WS7|+XSzER3>%`-q7rnjvLE^P!#Lb(C
zTj2ehhii2M5uJOrZEej}i2@49+B<u@vUZ~sADYJ;Vgb1_FkC%&s%i;q$PbYY*3EM|
zG13}&&;*v_?Y%vBwg(T4wAtxb{z3}hWw0Cdp<CVdZkYV@{ZT}O`qogm>gt$}a*a!B
z-`gNHM^`7UBM&oF22^l+75y~Tr+i}Nff@-(=Es7$lZN?e?5HijQsQ3Cyw`Y75u+fj
zib}4XK15^_5fyP~b<E-)DxZ^y#bGzBN%ul<aJ2Vc6Ga5cja#r4%YUe9oWrdLOP9Z~
zTyA4!HIG%zsNG#L^q32#=d<wu6ay+tM^_Z6A{&EVk@#ygzpLW+P<4|}BBGsp(d7=t
zN_8H5>hkhxa{gyzxma1Hh{B<4=G&+^tT8KiZ+m;rJl&EgDinKqc1oq;?M(X+QpKcU
z-Ih?lk-`xF)`!U=q(vFCn&@0z`6jO`DwV?E5<Y99`O@3%tz#V%D~|S`Y)%CEa*Y9^
z*+&4hTCGvZf1KREvB_~bQC0M$5wnQxaCCCgdh2-1Mx?4p*3s3Xm8(9TW!Iszrk1^f
zo?Xz{^-&R=##lQm*^WQ;SmB0@P5DqiZ{A+cEVIenTyPRwk7n=B(`pXOuttOZHKH2E
z^EFsZY{%oDJtltszS}3_Yz6Jn+d8j3%(lL%_@P$2h0J4TUK}3QM#Y8Mx|}}Yg&(XJ
z_W`)HMyN@A@Qq@d%XZ(qnBW3GbAcI*hD^vi%+D!u*sNuaa`F`&`8=h;o0HaKAM!9m
z?CBS`+jHEY>$Y8>!>3D+lM?pdHoY<rq_$6qu~I_JP${8jzQkK!k)CDQB7*>QYo9{d
zVaIc8RU~3$&eXEizo+b32t<thjb96<m^o(oi%~GlA=JY>R^wK;u|Mk5Tuqr(2b9lR
zRU7Uppk0>tIG&E4I5NkK9cS70>h^`FnZ)_J0~Fu<sKx1pOy5xY9CTggmwqzq)eULM
zSQ-faF~?Zuzy(|9oPbvly>M0q_JKDW5s|dui-g7*1gm*%**7k1uYUP9p{3UM@Bf2L
zNct0<p;0w3hyX}CfF*t|1nsAY<&;v02;B3?ap}5&&Z8`FvCGSo*gI2I8AqIUys&H5
zbzqx_|MT;r)Yd-^UuMBFx>P>Irfs(lb8XM(<8sV{pOth#<zK!O)4T8b-pKt(W_7|<
zxkq#YU3yUdK8m2&`f!+lO1%8_&WdP$RjS=Uo5l}Je^nM;CGzFDbM`A60%jOJQL&=*
z@o@viyx}%<E(8Ic$%rDc!r3#RDqRXo-Ae$|DA}8y$xQX(Z+`PH!B{3Y8{1>Lw?9t|
zW#;GS(*kCMmsfG#=nk&gqt|Dy5OZ<4W{xgi`>mP(T0g$j*bs{|EYIZRSg%|S?Q05B
z6T+=)B@22=S#(P;PHpN$M<lT&b}^}NxoYKVN@%ggss@d*<r$|kU13|YaaoGUn4Q%;
z`Z;hLUS?A9>h&S7mnA#8NUMG2(?(a757K&kreph97?-c!^r)nxEh0ZL=q9lSO*wmF
zetwXVcX5q&(PaJyhK63hbx{_dlNH!Cm`gBKj7IvqIXnR<TMn`8cbaN7FIhVFq|UL4
z)f0lx2XelX&V_Zfo5$)stgM#rN}z;nn6d&Fw|d(nyLojib9OeVE52R<6e*SVYX-Em
zOaWr5=@mmO7A~H^&x$l-cUk`YVKYxByL9Aq-Sl7MK@fZ+opxkV=p2b4f1;8OvU%Cs
zG^t3snf=Zk<qsd!@MARB!Cg&5259pzb%?8zt5)01`YQxGT2&8@^Nf**HH@BqrevV7
z?XF@3-o7oap7a(?SfK0lX}gjJb$*dA?Rp`YkO6UuL9W$0PQA+U*gV!r;dW-hmFvNd
zyL$ACBdUBhQT@GY#(+6^<k%<Q0G{~$wY8$^d>gw7bXhs*-BOB4gj0!lg%i-$=inyS
ztX$mR#%5;|39SsPd2DL|&2#kQ4=@@>2TuIPUbR~@q0M248xY)DKO85wI;LQM0e4gQ
z-aYBA1Z|d&%Rj0Ym|W2Su1a65y_cBMCHplLzkjq|1zWRe@y~g)&m(v5GEv`d%!dXd
zc<ZH~G%sPa7{VwhNpUB)o7@<gGsm6lgMy^A^J9UlW467ijh!}PBVEbf2M}T!V8W*R
zRR^pICXojRA4hCQKVs=Q_D%e1>n8YiKa6d4W(aq3=0Bnlb&-oqInqm2T+dhk;%y!q
z$zdi@Amqc{|3eZHp;@8qKi}gmJHuSmTPKQH{&GN_V5t6b6Nek@{lYN|44)~OeKB-3
zo7Z!Vtjt<X_h_G2ZRtk-2qT%1x3_vI9YE6(3#8vopChem4?c@cT45&mRyenO)cyI@
z5e>|!)<)aZ0tgyDys$64zKP%|(W^skrd-_jY9qMrom2JyFqt6Wg+GyM>geg|0OVE{
za0paWFN@)|V0BB&QceSZ)Z9l)!%B+Ge4Ux71nWpJK0s@sODU4R+=nTgZVJAUhQ<^E
zu1nhc^Q1zz&aBL%t*fhP#ZUX0iOJ0}(-GyP-GS$2b{bOa_3o(}e%wx&??0}3VCUBP
zaFJ(~w<{Gc94sBal`ZLL<@fP%=sMZDU5DN2*<WX0*qU~7Z9|tW7VyYjsUs=m6Q@H(
zT#z&^erj4WQffB#Z{6`=5B_mq;{-H^ILl_&)+!D4uD*4g%OGMvgeToQIz9k=M!AOf
z-CMb<WE9_8WU4on8G47){YWS*as3QM&ACqkOk7gQM>fA7UFUn&DzWYTz8K6WAQ;YV
zthwf=4?X^}C%o&X4AxVJH6tk9@dgYttvFOSyW5~|X+Xz$U$Ig`GTp3LmOoLmb4U^_
z3B2*VkEqYnV1DwL5l*V!uF@3bnP^xqDGYs}=rnJKUgFU~Rk#wv_nLeF<Fv)4lz41T
z81wq<oXI}$5xv`(_sz$cw+2B2g%&UFS*)Q1rf7S=KTow8y;PUP_Ao)G=LjcUw?92`
zvOI5F{1la?MOp^L!tijcUa<%AB7tFs9^dP2)durCHPPW&&>vGkAlJzPQoGq5Y)Iv^
zFBcfneQZ!%jNheSI7JFM-#-_On_!OSa)@<IPn-U?C%)CB*s_yhb*rz1n%CWgyrhHM
z@X3>;L-)c{krMpK_&Njn(gsKuDc738bMnvOnOURG8=95JVvcGup@#i^kXRBTqHN7X
zrI%;L^3<y`*fcMzCTd5c8yqw)T-r-8{50@s#CG3qLXAVORucRT6?Z{21|>pbsPx}l
z00Qosdm6S!GZ|U%+Q*v~;u$7QBAuMfE%JU(%Z_mn^Vo29+)hq*0^cjX!|*1Ly{5Ha
zn>gcK4N`kW8;}gmIz82Q2Zh>P*J;NkBrjF;e)&eu>+^#ik7ll}`S~e0-WTnjDAvr?
z{<t_6yV0l`&fvDT{?W2#w-xSOD~+Y&gJ4xivQQN#GUq}Ut=ib27XH6iI}7SPW(?X{
z4hOQ$g<ayms`;Gx9Q<o&@}X>NrnEI@WT12M1q3ugNJ&4g#qS@k0!$7MYD#O5R>+aw
zeuiK2uP=^g`TC{}Bp2R#BExKnjTPSB<nqad99ZxFth*HGoZY_NKtFJJVT{*x@Qk~s
zpoLCJn7Vdy!wdAv1II$JcXPz?r~-gd#noVPaIb^AI9aEXM9Dv(r`Cqj++Tl!c}<Mo
z_Si&wMuo){tow*$^o4S00I&PvmR;U_g;wW+HCCLCj?&fYaNlNW$T)L%cclwbBIk2#
zg;+?5v_{>p<{_YA;j;`|bp+)4GPjU_Hr;xG>(q(TdMy+=k{QRw&o3t?_D{iIKFSLQ
zfWszlD1z*FFSQl{I4QO1(On&dYhNNv)-h54bnXz2her&GvrvqXpQ#|OC*;UUu4KU;
zy|<~u_ug28LtjLblas8Z;{iHUoPJP;9k)0Te>C^whqa4f)%@~uZcffW07i)O(F&X9
zguVLf$9WdUhswy>VMBZSx9k~aB_q6hRSsK&Hn>^0Rd<g{{I<M^|6Uon49Cu;df;A9
zp^D*r+e_%mR@ay8FRW^KrDYVv4{sG3aTMw@7<N5=zuQW*G~pVoR#C+J%$J)@t9_$X
zBm0}y2d_tybmv#nw7b;hm6iL7eK>RV(1@D+znqgZQl!973qT-Zqm>b#uiv~GS!S^=
zcvQ7ny0a#pJv{t`w8A4Fn(l}}eMo2ywqHlR<hC#YXtz_rpjYbV_v)1wpS7C}I)~2I
zMVH_?THs)-1L<S6gQ$O-mahB!a)#bLGEtr-0z9R;PFF5V5ARiAR3PE0xmUC2HpsNS
zXrwdOF~{MhU6j<oq_UER(oE#H70Dt8HBtlQSTR%C0Ya_?YAkCPvZt5Xx7X|tjZds5
zgsjkPONkB{n+ql4Jzri+yEZSR#_CnXNQXr2Z-v)79DhWdzr>Z}UH8Dn>qcvk9I?Yt
z5Yh`d!m}T57-(h7pEz<VGW82aKc6KsDUJNeUYw_TyBBOa8eq5S-=WPewL6eY7NX@O
zbQR#U*Hi}EdoO-hoSAv<5+J4QCGjc7t4d?4Nbvob@L=y&Zr$vH%=i6-%nlc;gVb!^
z)z?OE?|gnb><sGI<Y`^+Z<UE%Z0MQDl)l~(Z>XNKI_U%~Ep@1cey4aW3D^+~qiUEe
zq&XDLUaVJcQUM&@w3se-tDm387P~Dk5)v+fbHZ3`OFz921ud0MVMGXB-JV;Jlsx_M
zr;&`V#9;2{uXruPc&(!}k&`C`BS7&!=Bbnt6Q?lMk!8(i)4GfTuY@`*4+PG_cd$}s
zf3&6ky`xl8u0JS?1Y}GC&3L6UIx0$&c7Hjo{0OQp?3${rsrgDmelOR(B#=t5po~qc
z^C8OSdO}94!n&ytlFw58-54@C(%Wahs%W*x(o=hg!xoTBtF^;IAipQ=<LvT~WQ29B
z85SIZa^bNhC&F?*wPmK&K0(e-hGVIHJ4prt4V_1}iTGu<UN@mZ*0CJ|8>!OyR87cJ
z?Z-2kYK+SPL>EwA`$b3V>&iL~mSi^fgCGukJ!MCfc0HH`-CQFM*`WFB{ScLcUfPNw
z&69d1Cq5PLw(cXZZ+gYD3o7+7tL~1~A?MC{ZT<A;_i%ecZ8zy*(9=*VO%}8THYV$#
zENd4!_3*GEn0LOr{nG_bPW60k@b#&?gmvR{7|_ju-1#vrKR+rd$(@^ssK3;zc@foi
znQv$DLuB?>9(X;Bjq>e7jwPXhtcg@~Jz~ClRb*(#qEs}}CWLyzC={We#U)0a<gQfl
zY<=OwE002FjB_R1Z1J~KXC;1F<rQXtPmW8DrQl(K;@>I&w$ah!1y;K$sJ!1vH48a;
zko6FO8s35MNo4}ka_t;V`~?z+N@X&KoSwz5?fBIOwEJ817fEv7<$<oiAeDaq4~1JR
zvqhA2v0}b%>`S3NERUjH^j+!&2DaiG*hNIN9qK)Lu8);Cg-&9`q8<<kXNq$+to4Q6
z$OlA16D(40*NbPrc1pa}rS;5r|Fj9W-`n@FUMo0G*!bd*u(cxKaWq#mx3=c7OuVV<
zGN?A{dHkc;*c$BEn$^>rx))#Z2nh%*=P2c~Sr6m|avFvVrg6C}ep{kOWjbBIzBs0+
zZPT~fYK?@YjEIcrEx?xLdqkO&#W>)&<WjfdQZt3Y=e0JVX&U${G*`;qI>XAZy#bvb
zdcXAg%}}`+8BM2ks^~&nH;(e>=B9cLzt+}Fj~`5DXf&QKHokT;)x2I?$or0>R(@3H
zz~A~2OOk;-{PHIT;F`RAL!stRbFdIW#x;?PCDyV0-uu>Lf6u{r-u8{h<k+LD^8~0@
zRp+<2A`MZwlH0bIC^q-!chhb@>10jp$|`H1?R)<rXlpNm*26@C87@?ks>h3r`+*I)
zd6&0Ccpa$)ki*Dpt%$mOVU7-#;aQ^SuSG7waDsC(I{!wut*2_B<mo*ROu!gSW`T-|
z*Ew8*ONxBBj3;6M#yb-kY>iHf078qChA(%+5JXkZSd_ayG6v4AiO#!d^)-^6&wKg`
z*v6QQk<0!oq!i`)KPx3JSZ!Ha4KOV={<{<`km0fY35Kcnxr6#1x}GT?o#8qaoz`VY
zT;&+_=zR&*gPgZy9FyTQn@LAy{dm#PsIEWD@N{iWym^KMDI;8Frz0LSQ-1z8BWtwu
z<a@(t>0agWxVxTQ8*83kW`^Flwj7s;XRLe-OU#1J?7Y(UjvJ59^R=&WV58@XUG2v>
z;PL^DNWeZ{w}t6+SUtn&wX$VTQ1c|VC~`F%zXl%g)?!Y%z$y>>u<5#IspiMjV^Mnd
z<?~m4MXT>;xyr=q<>~Rsh9ZvCdz9AlvXt7#V8<)%ZFRNw-_(*tXp3B@D!EiPW!?2<
z@c6o9pkXL9gc@-o()(yxGwJP6xVEM(Q@7@Dm!3Y<plexirEGA+ELo?3MRXIvy|W%W
z-xW#58TIuWkI118t{s!$Y*6him%!V0`GMG822tSFc9$AF3tD~#!Y>&+X|!fNT3O3)
zCs<Tom~ZOoQDTG~UUpyX{czR8%b=x}{4aUfSHcfCIvE)m35Msw?5re%gpWlE0p6nX
zb@W!pv<F(B7ye=r0lJ?q8WIj<!Uy29nXbnb$d4Dv8JGI!EW45$l!RTA)uzOP%T|Iu
z0Bx+Gx!OuH)cg`TW4iv_>_WZPs$M3q^NXuBo$({^I2X@-_yuU_yEji^yX!%F4=POm
zAx6qkt0Jz!7kmyjY9t}i?Tn?Cled)I95YADa?`$?Ph42u-mvaIEZpCzIiJAiS(34W
z3^+89nQPx)uF3|QJFC>xiL-2a^F6Kj{$ncsjJMY4duBs6g6X9;e5>V2DT&K4qlWse
zFPHig9ppP=6-q1=s0Aipw0c)O6D6ux-G8SLo6#1TnX8dGWE6S4N#E8~oI;%x*k%5P
z3<*z_WO!GONAgxRf9{%3PCjH?HjF?#0be>gYo{w0;_Y!90fzIb<=4xXV)#odorWkG
z88dT$<pMy@lfGuds6yCsfV`Do^l0fkWN9iXwXgo`4g168^`M09C37ihM$6sa7?1s2
z&OPt0T4%U|r_reU6`}FCh={y^NS%DGAbHGKO@QINqR&+3kzo2QxyO^~nUV#1CkMry
zHa(KAjav&@CxRvLJtF&iAPiR`zLrmz?a&(;sk0ocvkt91<6>%BJ9`IyF!54x=o`mE
z>jDh;hj|Acs3AD;yNAVNe^GyTHUr$$&?DTqVbASU`YRIBJ&y&Kv@I%NYjcd(X)F;(
z2bqN8QDP?s;Q<kRe2*#X4@G>8sKg8s#0))7;JJ{N6~n6n3e-l5V{f^se@Fx72{fkO
zlsXGENa3i7iB3K!d2h^4E9fDI&c86Xd#ZK=ehkl$T$kERUfTQoR$1W1t=wFG+K0|Y
zi4_#dWRVf-nicj|Wi}d3&n1KQSdXZ;k~vx{!7}SI{-|{Ob`zhy;w7zIgRd(QjvVmI
z><zCGZEd+!xLrpWU_WcCYCZOw=FHC$iFaycB;|Es$6wJ1WTfAj^r)H}Cj0l(MPDO;
z7Z36<P!2$(>g|<E*q=PlMr%?wcIX}s=AebCD9m<;aAkf-C{LSD79WE6AKmobwG)Ff
zYpMwacJ0fh9ejbGM39^N+nIt+8AC<`dBp=L$PpDQQ_zg-dW;Y(Vy(g0V}UkTuWXz=
zbh+P;vgGoE5buoS6!#zc@O@~*IW|t*hKEnl$x)6FtRS2|^Dmd-{S6j9xhyYG8j4w5
zT&1Mr5s@p<cn6Dw(`bECv?WYFVbC0fJ9hcj!#;XKhL(MFk0mXxv1dgCyd!1DS?}eE
z;>|G&uwdYKlUrUN5~?#i@K`-ax|nt4PC;CFV<U;^gEfWi<%uVTH7K^9%Tw~+6Y2H!
zDS?6Vm3tm81UJkxZy_1wl7-Q#Xf{SZm#>aW9@8#mmPW;&i<0AYCU?~cC#O`|bymwd
zye?FQ)QU`?fJeK%KBjp<aF`!zZrhuw(1)3-$gOtCWz^9TtGrzU5YO+;V#RbBAFfrS
zA7Ryx%2juBn{PqtF#;DOn3`Giq;_`QVag-$mHr!29*s{=xT7!M%VLm`)JpewAx07-
zuv063GVCqS;8#}OVere2e*a+cN@5?GegE|<MDvp=H-5y3DJhZHsY9(M-lbPlP-TLG
z7|x#A3CfguotzegOy)A0nzi$tQ&~#-A^AP8gSX}uPQq(y@>$C=2o>W=r8|QwEAIwV
z)oC)kD^vG#xiAFpR9jOcC-1l}PVSu3dySO+B4%^%_13NiJM4R}`}GqQg#l~ba<7Wo
zI#Fj8*8|uIuL54+pB%%n3kf||Xc*1(eoY1#Njue{s?&vw`*DUw;m#P%N)QQ%)qmfx
z_4R81E>=1WJK>tSxQI}ZSB#qURMD#)eps%O`ii6aGWCJ1aNWTdJ^1eA>kE#eJSl#h
zeoZX*dl#}6=zb5wuiw5We2sTzd!|#=nD^w?ZRuGqKo;O2M1`~owOm*m*uY{{vkB0A
zdu^ORr?GHxcaNA57?&~fkQsb0Ctz2D_Oj}6dgH4rjTb^YbrZLGupLy#sWBdh#UWX!
z@QL>(vvaQYi@k1kV}<hoz`QTqftcLno9<&wxL=g6H*TI9;$^j-Td*c6Q!7*WCDML(
zzrp6%Cx_eaGxvk7WW~@9kZ`n|Igzqcdq|+};aRgBxdi7snwjEzJ}qB&G+%dt4l`N1
zT`7$)O3NpoiitWZiy-A0RPzA#NyS|nEq%={6HM$<n}v3MC0gN|U%7gnQ0CQ)cZV?(
zu$08T{+{?)Sp9BCGG?g4D&eYbCb@BxbO^5yhxbl=R6+u_ZJ|d2en8ctn98Y@8?h|3
z5#43(EUwtFs(p|_UBfhQmV%g9@G;`A=80jqaIP2e<e&DLT6o7GP6)>xot>B{v=8b2
zYrQ@KG1HMx*fo9ACBIaHrS|BD*B6Jj1}~i#yg^2nj+ZT}w`D*MiT3t#wAumz8eJ;q
zUR7NkXGpj5y|quZE3Qhd7%E4#DXY(C{j?jTPK~1Tp;XvKb<q=No&ThYDe|oRXxcZ`
zGj?~28)zCJvK@9)91x$(A)NAgWF}9}6=p*x;`P{}_NWBttU0oWYbvQ#X(LV*i;Zpf
zLAdV;P<p;OX^1H(D)xPU9#p!ud1C6_yEf5JtRlNSWFZ<~Q9<OL^biCID=gwckFR2d
z1RkIKN$(@05`{MM*M1!R<GSY+muc*>euQ%NjmIB#asHJj_qi`PlQ^CB&D)kd&5y_t
zv-dY-mCCFZig@<-h8jxOKR2-Hro{=l=6%pP88bY4R?Iy1lJIE#Oq5uBoi0$96MjCG
z(JImez@B9E)D0mWe5{T<uBgGFfc{0J@%GJAQYxzG>>}gtBFP%-JoVf+&7$=ZDv0$Q
z{=$ulnQ;&S@;E9?4b*fi1reXRo&JfyAcg)2Ghwtt?>V3i>b|D8F8cf^rDWq<1ea@`
z!#a~LJ*u*})IPb?I(lo|ssG0}N_ui~X28g{n#lW^Q$aX(xZ#;>M4ryoexSpU(k9<B
zHU>~!oL_g)lPkUb{SM``zo^!uoxXrR0<nbR$98&JY6DDjU7Qz`S-82S68TTk9U8>n
zZ<61E=??^A96hh|<>&xUuxVxEnGA?nh@b4ois@Gx!mRxk!`19aG$YQGiW*c><jS;g
z3<x`nXJgQ>I)OMlU~ya&!@-uT8+pY%)}(s(jj5=hdl^0&s>YzV(7^{F!4eghnIM{;
ziYLQdLodjdeZ;e*f?QiM3%Nfe^>dAq`^{rDEdh~6IefR!+u!p6+`4P%5)k}Kt)yF;
z78g51OP&HDIiq4S;@tUFjr;aLJ4PFv51+)*(WzB_O~c1OvQsf>Kzb`t;J%Q2D&zGR
z_<VY+jM#Z0c<)_^WNSDOc8+Ry9FBH3Z#O+*&NEER^Vq<S;qxC$6ePuD<>mV}qCHE!
z&_=K|Rm0To6`e&P?)at7cy<rl=_`1o%TpEm4Dt>na-WGGd5ZO~JfL|Mo1K`YvYM%4
z?$AH{ZwKGpYRbk&=~PE*Ypa{6$c_ShYx1>}*k=|w+A$rCmL0V7ekW;HN{tk=^1ECI
zBvW;bKJBlSm!ffS+#-o_(MevpM8VkBrQ~r4&DG(uT6qdIp9f;y=8<AYn)~}UR_!EK
z-ybmyU#_XD(@=s7t@8v^O;-1M$w~n$ohFV5wDl$W3x7vs{QC&Lel=OldZ&MdFceKF
zPT!BTIf-d9QH%XQY<&k*Q`z@5j-$?~hzKZBMWiSKBE6$Dk={Efk=_JCFF_sYO^Wp1
zYovEjDFNvadWrN7QbHgQ_->r}2{Zrit(CQAIVA7h`_4UO?|tv-=0>-6V6J=1BPh54
zI5E}!`jC4WV_M!L$HC#R^J$3)SF_>gHi>#Bdy5bsk4BA+<ICsnNg8y2N2R@rLpj&r
zwAVX`5Q=}9&&;V~_tQllP^&zmyKGt|EgMy`0;j*_;E}}b5`I^l)5YqG`HEttXufC2
z95AYK*Ht@Vu2-od3ESS^qIP<A66}D>;hbiv-!^iNVu|1K=>8P4E&hJ{oZEV4E!nN;
z42BM;JXFdBP(qhn6h%(lPr^`HCuV~Z>_wjwYl7$_XOc*E+uunw;U8OrBf68i_N#i8
z%zwOCF73&P<;<kuw%2!fQ>+zq-9%~}F4G8}<Dj{vB@J-9%ay<zx@RZg3^;3O2c~RQ
zx;LcVC-X}et@?h@7211>{AWS~t^tJNI(4F$CiknQwdy|#52jOitVN298faFWOsPGO
zlxbbvYvc9f#Gjw|9F>g^G_;GX1B{ikBeSCqpLbIWL7#|U<Q@+29T(6a&Mc$L+Z`Y9
z$?HE(7;HHDf%%{$yz{j(4hIsmE8&72!a7-H>XbY*9ew=fO@7Oj*@R44IDRmVct9af
zt@tlSIlWvv$XLGTcwTi93j>2XgwZ2&3nG|fvmSOe)Xv8-5`|~Ste(jdQueFhS70_^
z#xz6~32DckqgNt%YU{4@&j=WTbioY@XR(C~HFzxn7OP*<ZTf;a7J8qbe|FaEP~M{V
z^U@5TYsp+Prq{NiZLONy^AiVtU>&CC4|xZgvo#l)n`8QLG1@sCf|&IBjloYp$Y)($
z`l<Ov{wn~M3=JH;Kzi|hE}q`Gw7q$dk98T6LR0R>PMy3?v{1V;R5yBl7w9o-;L@JI
z1;xJp>&Ht2yqbcE2|hGu+Rz7JuKsXIaVS7J6mGwO?)D<5aErS~vX)$!h~o<sFQ6aY
zxiTWv7uof?_O?Q3M9Q*Dj00A8F1#x<nx_E~jziM{RG}8TKu`pCCgHYJp=*L9yrd>8
z3t7)M-(bRVztodv)vu5}@5_d#dz79B%+`h2H#^cKhZVpzHu^rF>ssSXg~Rbx9xd!y
z<>bc$yFdTz*R=&DhAb^C!S#FJ!wcjhWzjP&_4Cskd4Z|QqXJXJn+VIP_!@=K&`q=d
zE3LQzH7Yx=d8;HvauSb*;?})z*m2YYVl6qMU8@{l>9P;`EEp*#V>BafVuOX*9g{c^
zq{#EFV?ZB5V~wX=0LP$Ma@k<sDOq@Zf2S-<4ky23f{sp3)_kL<YG34z93ECxR{nET
zL?oX8VuRs-tVqP`xqti)A6#juE9EvD9bgsb7XXh>A$-h&m*oKDpmUc`+ECggPm4|o
zUJtFDnF%igbRwFvObo=8p|CeyWY@n#EUZJSx=p*sGQd+-oLB|`iLLc`#%<1^?jTLh
zKSc~19tPirQ1KcEAPeI?SKA5;ehaFe)Filgtx7&HdILEd>R2~lTwM>}J~R+^SO~a#
z*J$vQ*Qij>e+jO%H-K8_(~agHk(QH78#;QeggS9~26)gFSH<&P@xo$BG!OHSBGon1
z-fn1>0Zm9(QmOWQ$AzW&TebO6zw*yT>wlE2a77#HFX1r@MUlyj9ud#Bm$h*M--K6Y
zj7}D_3IuorAiN0Tzrzy+AN0c%tTy|B#?{X4eNd?c$Nq@IV$9RJsVzq`FLDljNdK|t
zH2jH<6~Dj=PjE4e3I>Ir#b||rcmzc2$F+42$&dn#fSv-dMYqOxR!u#<3?RcWsL$A%
z&4f36I~o!9&DfaC457}%pn%+}J2`HRH9sVn5$a$CFfWmWh9^Ang<{7(ZK3Yyb<EI8
zE|X1<rTKrH67$n%y7S8R_IXx}&d?`cWS+?l0W7J|c4$r0=xG30*ZHBME3CA%M5VGU
zH>l{SOiD+0K_umNKIQ>Qo(63LCS^IXsq=-@4~z90daTFRwXVeZs+TXNtE6{iUtW1+
zFi;}NAfG%YOTt)$q)#8qQT1H`fGUuiNz)vv;M19q^}NyfF-iW<F$N&e;Rzg^!%>Ne
zSB=c{%VKQL_nQ`|ioDUx$&5S02Z8J`_+oPPfX$9^9@N}?^zpJUZ3coSB80l*Xaq=?
zfJi$@I1@BVTYHrL?gDvmhYqsDl>uPZPpx$|+lMXZ5%o28JEE8W_@OcXoMBt%zcoj|
z^;@M^UOQ>tH6kNjvvj)MCVl^YF5oqZh4-2-6H=CIy`1K7J1lock0$scSKmnePJYF2
zbovt@V(?lL1Ki^3CVgrgue*0rEcDX3R;sm*z|98H9QNqV{<Y9U;uoC&i@C+Xm^ETt
z^p)a8T^7_&{mLQ{(%JHw*-9Cj*OTvwkx>9%E0_9C=lY9IQvkgpBYE9d>MPw>dJ?k-
z^G}3W5A3riH|Faev^gFRu=@h)${P<ORr1^B>hdlFx$`&Dc9iJOtcq%86ia57e5U(m
zRD}&|6-8;sx${B8SC@v>WTV%=4O`A3>M4LzA`;Pon=(0eS-Sq$GK~J<SimdpE<cd*
zD}E&4vj5h=#WnciRqdR{P@k32cITzQo{N@kpBE$_S81q$Q7!GXz*fF^Ie-#DA@J6<
zp{l-h^#bzg!M7zI^E4oPdI`FkgicKA1A^ZCub-)~vD0mZrhz8;&3cDMKp^h6jTi$B
zd*rLXoTNew(v+KY^YtkatCzL3F8sc~<iC|z_G<cib(I#E*~ne_SZw^)CP)`sp%|WL
z9ZF!0<4bk;VmQ$x9>=FF;HE|)tYhDCm(QkD2Ia+4Zo^t`VGMPUQ(&voNmK)gn0`G)
z_WtjSSp9n8`CCA2YcMsnVG{jc!jEY-X1yTcnVDH6AgV#J@RMQCC>Tq3qzuW`=z4+P
z98d%4ZjAoTjE903=cRpXLBY*><WcKoa9D}mvnT)@PDDIqwXKY{lV7PbrV1pnW}C+j
zaeH6hm1sS5N*tfMjHRiMdQ7LG|3|P|wY@e}wF9^kRsr{0t-C%~EsAO!pW=s$uLayJ
zzp+!`UJI668MGG--*0oA>jbko2ownD^+^dz-jj5u<g-5H!4J2~7Kx2V*ibiYJKOe;
zM;ul9B^g{0A1=Usxt5e!s1G4*#~IP<Eb2LTf~oEkQZh!}SAA4&axY&YkkRR7-9nL|
z<tieXD1T8Hy<_a<j>^a5BA-5K0rE|l-S|J{V~XG14-wLf>=K}IN**=7Lj?FyG}`%)
z+X`t^uavw9PU8Q&N5K9z1`kUG-nu%}!475myd+leB*MO&Jv%LJ20evzq<DPf5XHI*
zpO^K?Q-rtvPCoGIW9JO&ZlEVWHxSlP1C7pRgI#jdCGyO-wbG^ee*@j-(bWZCw1p}j
z?(yfF$g?Z~AhEB$UPL{AA!?20MdW20YBI+4F||REAaG%)o#KR@1ARh{o`MXCrI+He
zQQ}F%GHrErb<Tk`+4^I{By~7jq2B#MT~nxDUDQB!<}HIqUxS3*o*BYe85rhaiOa_5
zx@m%*`xtZ%+;*6%ZLk{T!5_HI`U&YhAN3_+EWk=O@LHFyKYCiJH+beuxSz{R%Zlfc
zndD3}KGf<93@QQ5Str{C{<7Jg0X&=8jiXGpaUSXeU}uK~`f=^Um^pi`AQKQLn_&9A
zZPSIzT(3&-D|dhY9-cAAZ;)xU#Y)4dt8<i_N{9u%5-Nbg`A@|{q%M3aoqwnDK3|(A
z2@}*l;E}bmJ<u?S=$7g0RwVYG$8h%o1<vD2hg52ylC)?}mo0OdzV7NOVAiy22#Yds
zmmm8?cewcbCE0p+SsYfzdW=uPua`K8qEyYc(Fy*OZDWuHnklKtje;)A^s854Q2&MQ
zHK2e0k3$Kud05!8y)@Ip9L1(TvGzDj-n2(*>0RhhKF0e%r}o%SN_0X47)4*oxk};}
z57WAn0(${2->0ewAJW&iwA}hiS0{sd1#d)`KD-HhY5L>LLZDiE40gOY0Psp!#5~Hx
z3n|T=cWE_|cS9ZMuB3!Y)IdRE679={r!e;+)a5Q;Uf><b>!qi^90;o>V7ZeL>U023
z+GKY=C>)s?SmssF;kFy5SF*JzVU`1y46-OutvGELsoI|mdoFoYs<yFgplInO^vdbB
zHrA=@oHkC#)%rh`w6~Dmcjsq<zOvD2>Hr4>aNf<CnTXwW=S#cmapxZ>r^UF5jywY}
zZc4faF$UmM*w<qh85kKX*V5P3;Wp+#dAAK7&A?;cU7eXW=R=bYe%s8I`^JNfi|{yo
zAJtKy&o=3v%IGm63QI<zUmS|#;&XvykC3WH39r`zJo@9}=NXFtI&Y|t&jE1382Cn#
zhe`QwNA>8owu(H1F4yBiJb=h!otNWOsA3WwE=(;zJ_}?LO+=X&u4Kf-=q5Wa1aTP$
zaD4m7{Wc5;j2u_)xsnwUMK0O9%L@xQ#a`UAHF3IsTL9!=4O-ajhJC9~qnZDC_n+H|
zjXKkjNVV#k{@#9KJSi*taUF@5GcInp#R-=t*VRvSv0Y&thyAF_>KeIY%kC`iQjngf
z#`e-lCXD!n$4V?5kIMTJI`B~f2t!h;HD2FmV1MuMJaz%lEg<F!3EOzN;x}Ic4zaOS
zUaN@iUEFF>QMr81jmrKCN3wEjeMx-9xv(Z*1HG>!?pvnh>onNO#wvS>NWXW;nu*JH
zj{x9A)fC)8Y=Q84#;!!mpvL2GQ`L*zGNmTBn}#)kLT_cLYiUm_R|Qbxe}HG6U)V^?
z$=RoTI}maQ5Il-<28Fq*G~aDO@1B2MbFnQTb?RjM8cRrh@O}Y?4I4H7ev;UDJr^&4
z=%^q8%JVv!m2tWGZwK-EH>o~%>zi^x7NnvsZw-t{kLO#(&X`31brKEGeL%71L3}M%
z9AWgO9rx9Ig7)>m<^r(s%a?btv{1l)H+;$?6T#Xf05}D=t*FiU#Z^4k@l@0B(k-Ck
zIsl^3g+jz2C|}TZm2V~{s93@rmwsHR|FMmU<19`7xuOvwV8`UwAh7YYxVSn#U59%)
zL@=nYqL6e>NT1um2te~CnPbSqFRdog_V1XIwF?Dnk^P{ydR$BD%X0)URKe25QR9Ej
z009ACP4QpkJ9xfAhYJSAPip?Be>)c77dkk!2-p&k3qvtlOqM+Ua^qR}F@VT9MGo}I
zzFo37s=D@5@GJ9-9>7re%@la2TU$HGU7G-SLCBDbiVAu{)>2KNId2OhFt;>e+~Ex3
z*0t3p4DIWxYZg`7z!`r8J3GnpF)MotgFx}QfZtqJo&^NN@`)8cCFsCsL^L*5=A!2U
z^EERE^D{GL@lyDVjEOEt@w0LZnL-`BdX-g|g8I&tFP8O7OTP>A*u7uqvQJ=3*o0Ln
z0O2VBb-_lNYd`nDo*lecMUW$B?Qf<xZ{KFmkNW;r`x;F{O3$s$UjK-fH9H|=aeGhL
zkA;7T;(d5>=TwG3xj2{Ow|AGXKD;+sc=-b!Arsh>C8T&A51_}FPW<n~|5kR);nh?3
zui;hn_~QMXXMEmxqNBZsSF%B{da22$i$o`Sw)IYMu!*DF_rXhcAW*01h35isNm?=t
zCmR}~n*}hrU9iy<VCb6P(ML6Vww^-n5k7?GxlFX1df$iHAGHL^iu;hyZX25)*e`dm
zX9iPdMn<mn08N=M5hY|w2ogW|fZOIFx4BW!Sb65kVDP#^GpH9U)Z#(>pI?4?oNQw0
z#g}vCR{C!9zQX@WvAmx)A31*$C<cY@1L_$)+ejxT0Qs-vlew2U;fV42cd%<HN6PUn
zeU;6+tu&YEu?B#WH8``;%3Cw<Kb5M}T?Zf!F@STyw!%CBZ2-NF+225Grv3a;7h6ke
z0^jW{e-K3SPwI6YEq&+Ql6=q|78^|GcSlG%2H}dT=p_YSWogr5E$AY3xg+?L14dN%
zq@RLpXR8<N;mUO@Pw{9x#v=s_<Bd7y5!+a!FE3o(s}~QssioS(`{_e}PEZ#GUTKvK
z`<RyQAY%9`qwM87j{eJka@25Xz`Z<?IdoBMtWnG_lMzOy);gMf3tb3#qTLf99|IX>
zzM|<KXZe}4Gk)3+smRTE{C4L*Ov_)+a^O7gsipf=^3+B?1xbjy<uG+0kkLI0cN6V>
zR_UBa2a1abmUrnu-i%$2ZsY<rTDgt7Hei~-KE&)%V>%LL<*lE1Jle&S+fwJtn*HVS
zWlor8$IU2Y!JmzbmOM7c(gUKSIm@)WDnKd$sBqwKq786Q3=B5hO!}$q?TSZ?4M>B4
zbcY*gD=uFN>;uWjV4fsHt>Ns~mS^<`d+hd@*Mppjlc_ft0!DEZ3M?W9I+Y68J>BJK
z!wd*wdsD~2Kq{tKE|#+K;{%2Z7j8f4P|3{r{vucF3yu=V$BJ$zTlE95Sog)S+~&Uj
zBVpVTug)XWl)Cyrr7E6KAJG~K2h%;?|FZ#7n)jnZkn42{ip($-s8J_7epg9gCTs=X
zDDLQvpm1A6yW;@|C+(k9E#N?&;L~)03V7B92iovZu=B>4?h3Fx3uFvC`fI6k-jn*r
zz?7E2zP*9QMfxtbrk5TS0NAWv4Z7J)&8$dtSpU1dqhnt_`(z<m{+`8B8~bkGAyNN@
zA%C?z@*HPWogyd}vCt_E`9qg?STv7-<pOt@8`>fv%k!u<go<#mG@>>S2o9a{YOZf>
z<M-G2+)EU?kHh8@o9WeRT)t9@DhE3(NSK1`Sf-|=K5^V@{zKp+yRC;|QG!}U0kQW(
zU5y6@LOsS{i&_o|)A~N2!_r*tYvF@ki>~7;+H>HXxMQ$UHYB`6=<t%4b!q@5vD#hc
zkxz7zR&>e`2~v0Q`$OO3o1e*jFq0eDmB3}zUu1E5_=2nTW0q7)KmfVn6{9C~DrB0G
zHG++zZE?n<iHVc3qoyW{JN%~I8$xJ7&S8<B*WI3WzZewPRDX^ufj8Mh>-U!8p+QcW
zHEza7TZ*MKwkIwOSo9>90!6LqT8#rd1ET!G!cx@^p<inBjkTw_jkva1emMC?qF{9b
zS&d|1G(wYc;%4K1J8?1Oq$?ss^+v@=+JocGd1uI0_&k5S<0tY$ZB-J{{VmVpmIX>g
zW+T6d?IQn1%oF_I&z7CU-Vi<6A}-!hpco2}36<v!*p#E9!FMjYUnxR@2(4xe;j<D8
z;<qyk+~lD3EE8bV-!c>0Srgns!`Eq1q9@;lGHraZ=s?hN-Z50|!OVO#eU@UV%UZFc
zD9R<>+P*-G7;H3LrCGKrQ*L$|m)zZK+$f$6S*5`pN<%l3wwAG*pR_w&J?*R-Crz|3
z+Qtr}v~DbVVS4OZXcdBzO#V2<r|u|zQ^{3(uzbB`<?z-Nr6Gmr!-}Z~JLkSx<y7#H
z5s3;gWlf22f>RtR5!9T_Qdd#;1)w?41Sl?;tdEVwxE*#@;kp-R{hBT|SM|9|AVO9$
z!X{6Kqh~)zFE$T%kFj@Sv1R*cNklUb&g~v`{yi#>IpeL(gASv?l{l?Wp9F4p<FsYE
zKcP3?uIvw0JGb6aoD{q!@H(4^f3d`vWoFHGk_JJ=%^bpS@nV9{Sc=NA8JwasSS{bJ
zXoDQen%Ous2)bV>L{dvM`k+C`ORJRgDO{_Xk<k$J`#xG)-5O+vv0d9gx@H|&@z+BG
zs;#wB;vV73jm6GbVuwX3<Pc+`m3X}M9xAIf(K&=%h|dT!Noj3!v`Ft@w6`X?mC5N-
zu3g6uXAjx*IN7K=QXvc~<Ua1yHQF|Ygr8|VtF**uX4Luh!~;E4wOfgh&JHp0whVUN
z`PdT7+vAs=6iaD10`nzznCT5qx*vq@if?>q6VJoheb9QY*v(OXLI6ElwbR4iY$r_=
z(#Nz$0}i~Fk-m36S@=8eR(GATU7KIxtnVW24Nt69I5Z>Nt_!UQPG73x6*+csTpNJ}
z#&F;gGU&^z5lJreUOSB^K_{4w^z_Z4_=@Ff&~|Nhu@UQzL}tuv=Vu|l&^raJ!bNiB
zIl}})MGs8$Jl9G3N~J6JSE5C4;jl&d+0wM}B<`El@)8nyuz>-)6GOuQPK6UWDz`Q^
znO0Wed=1IYSP~9*r)Eny4g>nZ6JNP`FVRMP+^V!F)o!WR?`6~7y%Bm1=n|D7ZVU-d
zFtxM3@p8{HaHdwYj;UzB$-fVx3MMl1%r4|R^dwM}@yo$)+!W-xW-Z^i?J&aZt&^Ar
za$$EHQiuXM#bUC%Qhzb?qbs*O$)%~>jq5N|h+?}+g{|nuMk<KHh_FrLe4w&&s%x<p
zIMx#0EV%hF(3rNsuki>yKVqD1uoVpV6j|0{n2oe^N7%A^-kXZ6<#L*Mxsx$l1{MGr
ztm>%GWgXpOH&C7}v8Z4TgBRs6hjKRT$C8U|69Fl2{%qf}ZS$;R-R&lkQu%mOI`^i%
zQAVHjQu(^=m9P6<o3sH@`9rN$ec}-0h-Eq^o7cava)Ty2Xq@xsqZt@{giiDi<f=9o
z)fTyPm3g=}kK0Ng9ioUg8)~O}oKgD2OZ$D&*3p<Q-eKX5I)}-ffPkgPFT{fMM>$n0
z)ul$K+@*I{qbmnQ4<`iewrpwq@)?6clX&IRRIlv<wTpHRx4&^~QW6KRO)S>xq4u^i
zmEDMU)pki=U#5dE@O|DNAL5v=32$$^;Lr@<#AO=AE*DwVXCG>QWMdE|L>i!fm^Bp+
zYeSJdT5H(<;rVl8W7i-`VJ<c-`n+B9bTHRmnJV6EHMnk2Z;kd?Q8w1jRY{b})q9#e
zG;DYv;FuT0Ao~$9io!yKw%T~p#eD-L9Qxb@*Q+FtHcqH-?JTedlC&C7;vFLIB3m#`
zyp#WjOPezW>V7qjfg{Gzj-gPE0?^ls&uIFqqv$R65Ur9|`lYj9-xF`vl@?9gP1QM$
zFQ~}NHy3EzDM=s`wxDVcPadV&qWo}}lTAqNx{lXG?M6Th*ZnkyMZXBe5WeI6{ej7o
zfZ9z@j-q;dJ?QdG?U_!K*69zUbQ(!)fk&&_Y&Zc2WsPM#CJUBjhjB4_7^5;E_llf1
z<&EI=SSbm7JD}U5#|MTpg`>AxYp>+Z4(0Z=%qlkAcE39Lpf#~ddUr)Vv%#z%Kam)=
zI^K`$hGf(NY7)_G)S$DZvB#%<O=XQC4~XBY=CsQz>?+5B4-=#<Wr|}ZhOW=OLvbFL
z;Jz`+i`^Z)H@lwf<z~~F-1somKfKanaBRPSw6bNBO@N2zKrK3Bc5d?R`$4<e!k*@w
z^h?r>4e?$jb;q6$NOl%j18;LKEZiH&Q@4b)mf9l3L+ftZHlPizP8B*Qcn*2-^Ya`G
zYE2e^D8`GzT1`0iG|s%aWElMI+qPC|1rIp*9<tNL6LO`|{TcN6iv`6o4d3~}zIj|r
zpK<%!r4pAX&_m3`$Ue$evhu*TMJjMXT3cQ|KU80Jl<vV$(dcW*WD(-zlcO4+R@`3T
z5=s>J<`_Hd*K|#H_|5?>e0{Hae>T;$rCL<9xZP)5&*0?w7vl)pKu!dVXPI0wH7!l(
znlN-Yr+_P8;FoPjru<3C#WCg36UgDT=J@A)s+Q-EFD-T(2hJ^Jf=Qtz+a-J+b44GX
zOM<wHA+PA+N#;t)W$%B$qRT64wGN{pCjJnxLd4c?=8RSs`*t@im?>X)IYSuIpFzSo
z)sSalL^D7dR#M`p63bsz#FYIZT30`D)bZZknS8@~R+}1gDVxXKY6drzb?+ui3o2>y
z=4%c&vsMaI!fFoRlRJFv1s$fIY^|(Ga$wdmGr_#5z)L3w7DqT*xKx4sfrqS~Z%(jR
zc}E&--M!dz{qX0<ay@*c+(`y1!`+`SqN8hb+wS`t;wE4C;b<)eyBaFuHYpcGh+ZMH
z>*6M+m*#OBsWUiXcI8ER=umm>duKp?%?*LI?bnN{Ed^R1n!c1r`jq(1N-2hb1AbXV
zux5@D5)Ti*&sJ^4sq&1dd4AA%K=wh>KL`F>xEN6nu#fTMjFuEN3UYdT4QJOv20|N2
zWAsW~jQuL79j2bWbxFAvL2FBW(tg#cc5Q;i2`Ky}B&?<&>HCMC>`b?#ek*4DHe0?e
zkN*to8W87>r0&&|tCcce9AXPd<-TI1g~%jk(J0%HI5~E14hH9cNJy;J?bMjGo+k?0
zUo)kraY@<2-F&FUD?S@*Dy8RPCox>KTIj^iknExP>qtTG{_-az^krI-+CtnAo89pm
zAUul%N13_e8-*^b5fBt=8r)1*Y+!3m;^V@5+hi{Gr<O<w?K+hydV~9$#FZ`G;1uZk
z-CM-$b=SA{XNeVsi0yiWiD|t?YDnsiwrdcX(NdAo(#Rp6dg}*d9Of#`?}&;l-%db6
zhZ4`UNPL{(|6#3AzU7G5D;#>6z<WaG{et9nzPPVns`#*Q!(O?cp9`9nb7qhwyY&NQ
z<E^b9O~mlVsqNV;%NGTkQJQys2m|-0iRimUMZu}-^NXi|zxUNhCOm3$S>ZwEn-4t0
zC!d99DvD|)<&vm4Ocg*llbC?2Hs3at*xgJ%Bq`D+*?LDSu~uogO2K#vgx@(IhnJFE
z7Sq<&2Du?(|3_2Q>doC{5)K=^W_3-;I;=(W(E+h)mPCS=Tl0|a;zo0*C=F;T=3%qf
zR4vGOYEehhY4SmXgVA%)T0OH4hjKN#2E+FS*HQ4N$5xlOa2D)3J4s~QhXoqpnmL<=
zV`h462DTLl<~fYsWSJcPZ;wVvXATDwzy<}LEYV}BS(eI)$3|--ewIc4F@n4^gPM?K
zMfQ-}o*2Ku$-EN5EnnK!<pFp=wrC9-k3wPhhL$9ozOb66VaZhbbu!50uPmQnT^Br=
zx;lw&oxaE=9g61Bh8*^QC>=U#v~t|z`fP5gt}^xpR2eK8W$O!ilkj)hXzIoXhzeCb
z>h{cb-gVu6vsATK@AvN7H|&w%AX{*}#xeiu>^(XZT1($kMonE_Z*$uAbRtq*{dqWU
zhS!|S9bGfD3gB=kRxy0_yfBQtWnbhLWZ~&-+*6TU_|b@4{su_ZFn}98Dsbh%&aI|t
z!t-K04r2D9@RQE3`)j5A?XN$NRTryUJ1T?>CcRSKbVLgOx{p%84QrzUQSy=v%*u)^
z5BWW9n0^z^-fqKh_q@tLBAm?@QaZ`y!5Um&f$bP5v}99dyiMueB~RTbtYo;#u4yQr
zpIn+-V_s!lBVe(@ojnc@(YbFGTPGbnsMKUl!DhMUs=8=aAcd6Leq4PKiDH}FfexoH
zbkE1B=s6BhG@uF^>*|Lz;jBC%?*m09UL1hXvW0dyCa;_n;Vg>d5(p7=>xF4{$C7MK
zx%2bGtRq_x#?+6e8dx_&mmg;cI?1jw5A2xK6xRG&v;@z!jr-57<csE%7E1-!e2J)z
zIhW3WcsBf~A8AL?@DV$n<(?>CXu0m)2SwP%+@D-ECqhPJE#w?F#j`d|Wh)9#YIU?v
z%E@F4xjd#ORxJt3i;pc?=EiacCOoq;4=We+R!nfi8dn`7SW&iPrk?ASn|oV7=pAPM
zn)L-eTvrCU?OFyyTY^j%TAh0+i9rI=;v;BXt}c<SK%B2(?0IY{cr_@~SpV@@Md4<s
zym`Tp!-vA^6QPviF*7S&$J65iB1<GpjjVFCE<PP1T#}2fEIv0k+J<pg#kh^_tWm7w
zo3B_VE?g|)#fX&8aduoN4=<3L!eHT<$BTonwVM`$&1GhN$DT>Cq25^)@fK#<1Vn7|
z%CjtBu}2N#2yvpun;-!_hGH6xcH4(roW}QpD2w>3w=TB&`4#EYd+nxoD)g3HHh<KW
zS}T!l{`3+A1F4|fBt#n?N(p20e)}4W(}mqrLm0$8<h=F9jwa@pRS~R`BISZw(vDNQ
zo>It-N6KA{xjC?EzKPU)$&zty+#>Te7gc96)T{i7We(-GjAywVW<wvcmmtYuvF6BO
zv>#%(8k{YO2qEj*beVDmu}NAknWisOwwW=W>v(CTxNkB$DEWqScYJK=u(BBjQIWNA
z>Wqf^nn#{HzT*jedEK<eswJ$EG#CCA`TAzcQ!_I)miOr|t>?DOk;(oK1{`t-b;Kvb
z6jxX{iEumRRcm?6Te*4N99!|1nnm2vmZRr<uIXc#uOHNj-aLQiy<AsLf_fWis&m`D
zyDfED8$$T#V%kkM^k9X~wg_*9b$D`wj=4Lbp}6XbNHi7>pDt;wFn0;UhSnIzDp6W9
zMQ_^mCr8)NB_oG@KoNX2`$ZGdd4Cwusl78Z#)4=e0_hK^A`=plvRTXKam9tks--KZ
zoISI#BtHp+?P5vA9C@tO_?Qskr4k+<Ki&wOj=Kj>M#J;`hLuL21p{Y?aUQ+oKg(4T
z%2hBz5srnKJOSA}E3fPc+jfO5t<wW*?l;t!voxScO+4|qg7cBN2Ix6fFtX_|-l85M
zC0%Kg2$Ut?ZR%&!3`N5RcIL%(QMB;`S|qP{M*FGZ(_UvDD#gwi7?V2eOPM(*IEeec
z%zWxI<1w?;2D9Lb0{9S*D{243Cz%!i4CHX#t_rHexJG^a$n|>&ttdm5eEjIl>|#xp
zo@V&sA>o1Q&BnU@HoOb9>-+#ZU)#OIr}Bgq;0$%uSyNE~p&IASF~(dS2i!Y3`6MAW
zsbGq5=;^^=DeLmgiUQ}v!gV+YZi|Uj(LDL{e&~qJcoOJBXwKoZ+bcy$PJj0rsEb{`
zCzp=%o!R0wr(s-i$!y*GP_Of0<Xp8m<w~GOeqLPFl<E4;`S2MxH35%CItx|1A5R2%
zYe#>uuaTn~e@yWm$9%EAp7$d&-;n$AuO*;VRbpc#Xa6bZP2PGkHjQ;|rc{GnY0Tb{
z@HOjw!Uj}W?#5(oYd=OL02G17#>O%TnFQ=9KEkXpFN61JDR%FiR;k$=%I++mId-+z
zLc6C~%PKFQT}JSov?H1!m<>LjJ&pB2<msYD>^XhQV63<VN*j1X+gz!fCR4C}6NN6^
zCqU6**cY5Fns}dj)Ic##5V&e;i~HJ#>$Upe1ZK<P@uFk}f#=E=1tBHXiVL7A>KUVB
zU>Iy3QF~|PxqR^h4>v(YF}iDA`Y=MqGjrU)^Mec_w<Z&@JW++FcneEJk8p&wzUg!6
zq9P`FYU#qrYvqx3!oGXKEO0L&kZ9)?*K{n1#OBZDxc{226eLJPQVQpc#B$DMa<zCv
zN}}WmbL;omlaq_F<}iClVLMxTu%Y^6$v`ngGD9U-tG0q?nORbD@^s;ohJ>3NS#=Q%
z>0R~UcB$Yh+vOZ06%&^kd`FSSZ;`P-x3Xg|{DhS(gzjBsz@kY*1T-j3#fm%Q)OUFA
z6+B)hXvwL;hAVo(MSIKgEM}NiuZl4YBX6O(9jWsg>!t;`C8#kRE0%dQ{mLvz%|@CP
zcFW}ki(K==O)!o7KP-!flRP6ro?iRc=**0)MpBv4|I-3It%-d^!E=?{ioo0|@kt)C
z-Q*(~TC&-PTkXWPiQ;vzMRG}XNJf70AKWSyarwSb<Yh;Se9H1j-FFxFLJUuiQ!^l8
z;{SR*z+9LwIKES%jL*DSlG*TFk&$qSHPt6TmWMEixG<lDyWeZRMn<YIjK#v-lZ<S>
zFSX>ZMv+cDlyv*q*(@iDu~q8T_?_^4NbfO{P^ze?;Z;3K*MSNx$%9m~v*_rN4-UIu
z{<J73b9Zkl-&RN%V$;vj#&O0wM*b!r#QK8gYKb~;>GR2So7;15E!7UQ+Rvqwtrs5-
zZLK+M-lIOvs|a-PbN>F$Kx<fDo<AkmpWGFOO|ye2#q-aXl?`9zADbo>DIk>&2a%nH
zj>*v!bgHpK&n-iSf5cd1daBA=+kW<Dh4hmRM1&~s0<*0_o#wV>3fd2%o(~#6vL5Rs
z7xj9s;>xTN+f9(&U`B|RWCVWWMg&u6hl_jHxy(!k&ZvK!Q7nRs^a_S{JC~c2IT?y2
z#3M6vbX@{Pu(^S`_E{s~!(<S@43}VR>aXn#e5&4Cw-FBwHtx{)_vj?RL1P4B#3RKg
z3tQjT-k<%d_szcMKL`kvey>2;l)B)88UFwObG*V7532TaoZd7=@<GJ4Fk6r)OQ;Vv
z=ipz`JjhK4HU^LtUDVk&o{$bo8YcaV0q?MPbuIiBa)=*iYP6A+t5x9v>4gTIS3gHU
z92T5*_s?bKzFy;Bd`vL7a4|SbH)+}K@j<<UDk9w_hrJ}z$1DU)yTyAwWzZiK_~K`S
zS>YkdWk}xteVah+@wW&(i6drW!3}z+{O?kFHD*l$N$oWHz$QIuMM+AFmaITt?^346
zXR<67xqKNaapbz<o~PDuFB=%cx(x0~_WMU-ANM3ZKd^F3I3WLsRbiP6(6Ok#MvWsW
z(#knal)W8;yt|6A?^IWNN?!hWP@U4y_7T6_|B}lkvzKJ;OUga-w|?6h=Of?Ne91$b
z&Uotq>yjnxqvC#=g}hvy_R*~8%z%_ExHuMMaN0a~z|tR85$BTr$Ltx#IMJsa<02o+
z<Ig;mOf#{z?mr_X|M`A;Z|3DON&)Xo`7mD<rV#`k=W$MG4H<qdT54M+x)NxWOBa_e
z)fTBkr-{6=9((p}=>9jFw&(i1le{9Ix@hU|^UgUwtzk?7|KEE$hVPGWlesnc{Icdl
zBNuD%Z=`Mw*vIuD5)wgwhge|M)tXDmlHgm<-Rn;>RF{&~@xSm<FM36AJ?OsO<X|jn
zQzwla4r5hbLaQzvlyHMcP0nrc?2O@gSMa6^E#n0rT$@cqno=M|IEzOUu=W?lljr9#
zR=D{@cvx<hT1Ec$pI82=eru>7AC6@Z%sMNS|FaZ=JGX%Wa@@V_bjK`pA<g(Q+TkHm
z&nibrH2-Ordcb9LDKk<pvp`8S;%S%Uz-2Ti3sTQ|`9OOI(rcs32s+4-Sx}Q%oSqcy
zt(PMwAeL%waWM$X>BOa%Y(tIA{<mqACu*~IhSFc74ub}Tr!}0$k&<lx;w0=lc}h08
z=ziJp4s<m|<UgaZX4S_kTh*8kXFwvap0S58O1vK?y%-&?`0w|tGM-mtaC@@G@wtFh
zyAtZxunDTu{kKH>36-qZ1#;5=^MHkyj`;<BXsaOo9M65um`58m@UW3KQrAiy!&v|Q
zWcPWGw?60FeP29eqJDSrj6sX-aB)<4pUazz__s%hq_i9!Y7HQ>Ov}r2=vU5>KC>8K
zNs&N&t|~Dk|9c5!P8=ZK!COszt>d9rSCr2TCU)SbKl^MGzo(braujwJD-z2GRE1Ja
zELUgAlZyZTpvz(+CfyxV)K{pRosq5-dUmi0jICGIH4Xdo9K-(n?_i5+x0d<VBkLnV
zo}52xOb&76lx7w~S2?Z2uKedk92Wqh#=y(*$yKUP#{J6AKc2l;5+mRby?=ua&LL)z
z5qr-CPCX>SE6Jap{LR7s?BLc2iEZnbOX~^H)8p0&+5-OmwgagC5YeEu<iEZx|MT1D
z4gfT=g$$~k`FtMBbhdXxNfw@$Nbx>eIT5~&5<2`B&?cr}X7qcCzE)`#<MJN_Vdc>V
z2G=`27W&m=)<6V5wWhW|fj=s{($mN%+TgZ_j5#=}%Sa~>%LfV5emnay#jWEPulmmb
z_jgRWIDYG8TjPJVx<BQ7EkqQx11I<Fcich<n#Lv)d#BkSQuiRv9j;#&cDIWB*PUX&
z`CO@iE{926d;S;pdHTb<Dl)#zHY@pMjw@=n>no4c^nTzz6x$Du#R#ldlRIpqi!lbC
zvyl;d0jxYIzGXjBe}zPzeYfAut53qN;K!ny-4&Fpsv!ID-Kyb^TV$c%<hNUel~&e~
zh~2ot8_(5*^jLna(G+M@rb;e)ENiH!F!*reurVh$SN;KsWY#}`xk*_e)?&<9Q$CdQ
zWYGb*8orf4x%FyO)Y5=y1mQ=~<GFY{Trj@FO)k?W8J<wNdpGHC(7QmMGd$>{p7h<j
z3thT5IZZmdAa?`a91<NMwLBBiX!EW4lLITf?L5uZJ9%8(5*XS#1><wCH@2*S1|Gt2
zW>5VC!~sM|<+fC$tgW4NX3{`uGLqs?{H%4K9YqxZCkM;Ntnwxs_K{81^0Ldyay7?x
zn7+|&&Lku~Sb!0<ZJa4`KPH2B8;~w~t$xl(?+rqVZUm1-glNHD4rZqr?H#uNej03<
zJxCrzC=d`>zYOf+4Y7r-eg=~g?7j)R-|%?4Vrek{K{p?c^KWYTl9<0v)lyT{@`CBi
z5T&BLz-i$^F!vsq@$={SA-L{)^KJh)w>6f~!f{Z;G@Ix=6-p99d&4()f*XMK5g~tw
z{mFlF=!{_ZvUgEat2#Ng#9k3|V6m^(KjBQaI+AIKX<>B&HnpB6LHq|;@|r^pe4A;|
zFgGte<dT@6GawdQMcgrg>y_gVm(O%53F8I8BD1T0ty9o|;;5j4sPU%Dc5da&*W?M>
zT(#!**}Wh<(zonFP$ph_%q^PavQk)O(Z2+Y{?{dD0G`C#Z4a<YYo*SOT4gS-6R!sb
zw#HE>oKjR}szEg6?rQ3e3Ia3)>z{pTi-N9r*~2DYqh(~If7u&>cOBlf1&?@?+5mXK
z&<}7m`-kV@t;0PB5H;%we$cBIKH}M?A%i%d;+MFSDB2R*AgbbUX74-$K#~bE@Vu9A
z&<Ovv+r<u@@s$sO1Iyi?Z#nT3m)^LM4q75nS|d4@{Rl`ubim_i+}HbfFA}aLp0ObU
zGZHW*cf<iDdjn6|<6XkW$!dq)!mv$Xmzz@{=ncc<G>#s?Kgnld03)~@M7`gtJ#p4M
zyYN%GfJ5=Vxzd|@H$=!o4F9HGX1g-&*1?NVgf;Mm2pCoJEiAqH$=%Waru1UU#lc+9
zYY<|G8)RZQ>$k=tfw{DOtr*|+OV)GID$uFt*=Sg7AwS8ChvXO5AON$@<h0i4+P_7>
zOfWde0-13>Ce>7+pr#fCner)WM}Yq!W-)c)2I@gsb{nU7>`H}gRoyfeJI*B}&A51h
zVmKFKOa)u}&UZZW1y6b4>F8F$%{p2HjWBZvpNAN9W$EL1LSE9M6goUGZZfN(wZe9V
z&+(8)FS_0JoKAjL77wEbMCWMkYg3wOXmEIlxQH6;I(Pjy`nzdHPpl=HnR+PmbPWyh
zzzOOHIbn}J%oVbDnw*+h3Oq>p%r*Ge$m{qlitF)~as?-Kxu`d5fD7N*AM6PUB4ZhD
zPK3G9Dd1-0i@SJ)XLeQhLXHJv5{o$q<4NMjvZ^mOXN9Q3YO}m9wfXKeoGg-ie(fD`
zTr`l8rZdbFAtNhAh5DWFT&u`PeKc7SygrP?F6^B?!L#SHsv-pbZDk*nO6f>_*%Aet
zNBYEPhvF3iRTalrit49x@$Q>r{-fzkdZ-2yHT=b^foCJ1-YARTReI)ioZr~;`J8TR
zs_$Ajlr$hxO5)clNfCZTLQfi|$IE0gMrwXjs;x26Y2vQeRs=neOqAQ9aO^F3bqWXr
zq}d5&npba6FfF_Ie^Z}*DI1!;Ox%{85BIz);Jk4i5YH^j%=ZcyO7AWhU6d?+bn2nr
zOOen=#;j!Cl2#A3g>4J=R)7N(f*>Ij<UnijXv*slSGBcpd#lv&m=&-1kfP@016WTS
zwE3;(;Le1iS5MiW#cu7A$!pnm#BG&_$J;7(kKJGDZ3m`<dYdwDS$&ETQG`m-Do)vp
zaHP2PYxR0R1)TpFXl9@y$6ITJn@3j;O#ESOxms9@z%+2)wE#+mH@+qa{zcq<Jd0eM
z?%TTPV@-)iWuzbS5t=GmwOa+quV+^iw`E?UiKBL&+=0jJ)+)<LrxvQgezdRo5>noF
z;JyOE%@bByS|l!jB;ubdMaj(Que;Gj+QsFF_Cby}oq#|>_)QD8;6G_C9T2<_$o2#?
zy+85E8nXLmEh5`poq@Xe#avC_r<a`RQc`y)@z`Vx77@#_?3|vKb{AH<t^DF|Q&ALX
zaiiejw0LzY!4A*xCl1h3?edA`p|jBV>uc$O$>dDDDNLkcs~k7G#e@n<K00DAwr?5Z
zdx;F=Tl!4R-7@EGB6)|F#tW)2@pyf7zsZ*SQHes4$;(c}!T-iVKrj{#mZu8E^;Az5
z7M8#sFOzXVqg4d2tVG$ZA{UKzWrh(cZ**I$INbl%+z@-8#2oKa+BHSqwj144^t(p=
z04%tt+kFx_9H*6%84(x9(+@eQGOfYc@l{;GKzLTGk9-*L0LODKarCL5fM*V2Pvm&m
z0B!x`;x$xP1?{IVHrv|fTWOn|0s0?_?2vVglL2g~d4=JYq<W9Tur8|qHW_92SFMv6
z6Vu;yW>aAeH+d(qa(a7*Bxw+7!XSoR?7N%1lqNNvEpNwimem`+lq`g3!bIi6evMYF
z{~vjhSo3MDPI-n;9XF~RG$tHSCz7a!_||p^CP?3TISTsFJKP@6TLNt6`O#iDB)z1h
z?tq%vEf+RHS<XaVeEc;}QL<$X6Y=Nit5Vu$EJNkS6QoeD_E(DsQI<;MKb>CI${;=k
z;qic<0-SxwC4>~EqnyB9v05iE)ia~9o6RT33suZ4EV5_Yj*&hD$)D035Mj9<?MnN$
z#Bp=mZQ|E$PZCAEN1iPH*VoETQ5m!6$^<nPyo9Foe>~AU3QP|VIbEX!7ZgF9DkA~f
zf#yExjhoW6)w=jVWmD%WrFXP?Y1SK88Op(QEf~O;jMT&_IUo<)-|9KJA?ywfywbq?
zc=?RNL5UQkmtum*>>ftD<LXP2*47VbJj|RD4ktyWwY8gLNPJt54{d1Y=fOhzo%un&
z20Yj{!9kkJ{ztbRa=Mn`Y<LLp0rqzngopa69pFNEs~Z?rz4!9#>K@`Nq^qK@5n6Sx
zT;&pZIK57MeIefgDl`!zoOW_89!$Tsx^R#FrYk-y=%K<L31Zz&aG{W|ytbk6<Z{^G
zlhS()x%(hA;6gb7QwLsq);RvM27>o;z&HBm(V%R~IErnwo6xaE=bs}?glk*0O*be_
z6RT}OpSi}_G0LQX$|*N?d{#l_yql7fw~_#DCR9TURra+u*BBEHo7P;rqv~K_NVRzK
zJ*jGGQM&b~KF!xD#f#IZX&xO<vMQ=rc`AoZ=`{!LBX#+DTjrbd6+!q9x245TWnqI|
zH+5gGgK@&^qp%SeYCRpy#Ihgp%RPxZ+A!GnsGqsrH_-(0$y#T5fotnx`a3UGgYjs^
zKiB#PMkzC<er|pX@89G4Q^h5zc<hJytmcY9hvMxR0c#Vv8V|RtG)O@OKCfqMAdi!g
zmSfS6NWb_jr5sON?7?V5FjFVYMb-9JYHDVD^t}CDNh4!tr%eHn=i=a%O}?5ns&N!E
zA1^Si<Xi3ZoGswQ1TUI)1+o-*J;eKca@RICyNSMc_#)J3G|w&RuzgdWn@I!Aocb!k
ziY{m>>9GpBp6nc2(}LP)M+T89G1xUS(tq}D&%jH{&59%De)L=QBNwG)a-keWywn7C
zh+x?YcG&P!NMxA>99{E2HfJ4|?RDM=Lg)`V80f{|#?tmTh&KH<6M66YT-}I(Qaz8n
zc*c>}1FTN+*?Ib24WLByYm(Zaz-PfX*|lj@LE$13tr+^{of`r~V@SN0aCk`08{#(q
z+{&Jy!xOBE-hppl@p6`aM2NV5|7QUC{d1K`$C0PDnMwT~UZUM&V>c9g*orr(o}Rc{
z5k)aHJB#dr#Fy4d5j5P)d3gd%V7awu6lehjXkUFFd^5|gD+-ccP+)BucS;<1?}14t
z{jdP^Y_-=?GA|OXki5Hu_E*mzZuP`8lA6L+LjjTI%QwAGSA5biF74`S6X*RnR)%BJ
z4TS3Dy4~%!`_rMDfjix|Y1}u89sBL>tjh(OygYSV0a0Kf-uSr?djx>R4si3weIai1
zRiI{>jY+@Q$^l$#3lL%<0Ta|eKLGgwL`Hyi8ObsXEeJ8JpG(VGaoxDsu_8OX6eB}&
zPst4!lb+N3F6ej)Lkva-`^)nzhePjOo-D!K716p`Z1%-x)xwf~p`myKW1uSqwZL^Y
zgPbkiN<;4KN(sYPglheC-hNw#4g8FT96-}Uz`uoO#pj1iA;(9?b|Y>2vrF`sT7P=e
zn__jfDFWTXCq;Zmz527w%C$_?zE3OH>T`r~RnLSEo=GsCKsWliza1~GDj!cK&x@Xd
zRbqBAFF@9NXYv0`ucxODI2h=5y5flN9?JQUnVnr$;I7i!jVepPts!={@{?(9>sk*A
zFY}SU8N0$Lwc_u~iF(<B_<+T+-z~?OrmuY#-??>$&GG|zI>C09D&ia8Le3kzPUZ8n
zlNSa-eV!DGx49?hD}(SA8P0h`XxUHfPkeRbvH8~B2>8F*R!fDDfPn1`dgX`5XuW(V
z*{+1tGvdeZqQE;7SkDa9=NWy~#036nILU5O|40;{MY_xeXWD%~hnpRNT$Jpgp=6*Y
zHuJ?xayO24u53kIxfcAhRO2I!Mar_5Su~ccJ9pZhHgNTx!K*CI9Po6-lk@J<^77U~
zKYG{pzr4rbv8I_EdZ)k-zH31Gd=T*4E7RjfQNK;Y*NXW1EXIEFzA|34crQTdAgWSo
zJzA>LDw|C|-Kv@R;B55#3knvJe=bl<5;r*q;6L*nnl1XyCoJ9j+g*K-f#8|Hl*Nrk
zM8+kwV_WI(IN*V<D4_SsPD-K_ZTQ~1REy4%kxuiAqK3LiR0h+3gvA_)(1-XfSvbA?
z-wGx07WhfT`S~pk6{_MR=md1~{?@v~wV-U%I_mURJxbBTd6W^5nSx4|^o?n<JCjth
zhrS1PAUR-_DLLcKhc(A#3S;_En?5#UL`b{pDUIhnqxSK6CV)){?zX}X7GgYFMgU+&
znt+ETb+d(U+13?vT@y-yQMq@fER8l@)%*;rKRHH#{20gjfQ4noeUX}!(sqJ>`B@o#
z?xm9(<q)DSt66!T-~bp-FijkB<Z~L<nQ8t82g15j-qb^SKTj#Es!|dOaS1lSz6cis
zjUTA<CynOlYJmo|p<66h2heLj?O<to)NZPIn!~Je3d|MtgK^AfKY4ely2^|LYa&sF
z^Yp)FO6>g4nQD^&$UzW!gQ}j_vj0{i(5U0p!a*nfT|a#=UMeidMwmJOVHuA2bG9fL
zkS6~3hZED@d^lR}rTZ2_71ftzES(&)_~_R!6SQPMG;S8Xw=%DJv$X^M&~Meo<$=QO
zN>eJkeVe}a0waRk@w_l?xx?9=t&v&V=CCiGMtIuzXY9Yy7J-+ci#9H87EgkTEZ$J`
zP7QP;40`Xm*h=oQvOCginRlh!SWO7yBvF0Ba_XH^lKzY%r+aBAvh%UZc%{?t8Biod
zZO!f4w(N~te*`IC+Ai=ecH`@uvt7K=t+zx_q9MX2O1o>t%KgROR9bj|WuKR*c?Ads
zHY%?LiFoqJ2;9iL7ZngET;U&c;uH}d={c{f>^03`O@0c%q%eb$A)_8W)X!%&M{6{l
zMg+-DtnkaGjgNue^G?(J=f!R84-|mr?be`lx548^X*)2G(K_yZT>{6A?ylCFf0cQ&
z;IZ4cvX9H~ot=-q)$EEAVRo9V*6jbltXwWC!mbj*W@GPpfHIL7{hVqYb7tW9CwTfJ
zwg)GG2TBtJ?OZ%Cb;L4=b7q=&U8(aV4qmm%&fbF0fO2LpA)0rNNds@eNF&&U>7=Lt
zUQPT)sz9rlv8ejEeIJP0XVyyh0zE}*^}(&}a&IMvj!oC{HrU6nr_cD0T2r36GoKuu
zyuWU@#&JF!;`@ychx7#5Y3~Mfb?AO;@F;zj9_+c?(Za2nX=#H{23gSn$w1K{&Yl`p
zFS|Yzz@w0*MlEqwyCu>yNKTu8^@{b|12!W1=jkt`T7CZR=M_9`G+GQ9=R0L^#I``)
zTUhdX+Sl&*z*$m0c)R^QUQcaE>%t!*0IkeOFQXi{8K-Bf`rZpxr*_rJarDfPZgSUw
zoncZvvq_IORqiv%2T=jrB_%n)7c~)0@!$Ps?<JCAmo7~d{DI#2VD11x3lC`r0^U&2
zNG3?sI+<@jC6Po<+Tl4GbzZu`OOr}?F@*3V%ob(XTB|RbD3&(2-*Ebfugu;uO6eGn
zmBn&+9Ytn9#B>1fcaQp9+t>XqRU`1v)uONUlZ~|B`LyU5`lql4Q*hs7RHV6uhun&4
z7W`d~+Ib;I=7-Io=47A_z8bmGcnSN_^SUCmny#ifPVr+`!8)0tmUbK`2lni3Up#f~
z2d%Zo)K)}8$B<Z}6!}7ZU7)(&o#w;I@*>y-ZHX%<p>Y?bE>BG$vu8R7FG+X71ZGh3
zj)Cw3k$clXANjxQeIcOr06n-IyR#6^cYv&)StZ$16u4a0rf+$O5FOqN_L}dQIkDgk
zET2BPc<Q#EN#jxT-UX+zmpkOg@2Mj~&J}Jyfd*)o>z-v<Q<!5OpMD8{)3z%=iMjvX
zAKco&%qZhK;1R+H)=QN2J=@(v^$PME<!`Jc^P+C|Q;X&f6GbLLhiC4Q>11VX5EZtM
zj))x8WmoX17R}Gn#BXA)J2o%$(r{sLJgDK4k3V=%U(mfwFuL9ZKwq;?6#?x)5T-*7
zf+)}(8goP^N59pBF%qywg&v9*-AiPdbdQj)$ZGP;05kjdxd0U8JC2IhJ!9B%6SpE2
z>{T<-ZT-skF04Dwr#|6ci(F7xD)gOKsrAOA6!JT;=b6fN*UJ}ZqTz?Er-LMD?`?ke
zB_HLXf^o<5j$D~Y!{OJBdI^Gt{oJq0c8?r4WmQWJxXX*UbsUOXlX#<;hF#zEt2z_r
z)^_taCY!k=o3CI8fAk@-J{_xYTQ*yV!}0|x*7lDZaT7?p0qfx*dEdfn)43VXjyacD
z8qvwUWv>cG2ZzO;jBba6`arPDc{42517@`WfHN8AwIQ$Q?s?2wYmzCJH=*5m>*GZ7
z>C={|$3h9ra(xKF5e)YLRmxLS$4wz9g?rLKIGn8;oxj7IIc=$c5iveIo}1AN=Dulc
z@8P|G)K`66E&9q0_uN_DqJ8J1UJpgBf=PHe!|<G*vE`cQHx0{;N>*W55vmf3smSUc
zAK7VrrP?TOY}sy#LT=fEr`&_HHo~(8CQz!DrSmJIOzpe14wglR%OT5~r_s6XmV6Lt
zV#cN6EJ{+nXTi>+T#jXPBh@1nHh1{NDs<e|tpit~mOXu1Bqj|#A2xybD#T;bHhzpf
z!sn}8NaCiuE>C&Vx@pWVhGWcEuE-Kid5zMt#&X59pTgjLNj>8$EU%s!M(o#gc>f_E
zr1aQ+@>w5pi-Ph~V#n<H4Am2g$k2r#XlX}(!`vY!Yeii9AdWh&pT_cG?y!>8@aZ{G
zDL8;nGo-v6kgqr&A1`RYX3}Osbbk2FD`awJ{_&1gW^GcnNjZCUgDp=Mxn)+E3D}RP
z0vWXoTs{2_G1({}1rCs`IrsTJA753j+(FU@4%$sgx`sxvX}k{VOQ(S~oxi1qdyT@)
zF<b>}xAxU!LylJ&`$%{`lv~4@6^=?6eyt4|zn5FQ*=C*Cg*vrOCFaiNXSGp*Z@vZ-
z1{JZ7JF@b_94L~qi=Rx%&zt8$5wg+r`cu%=%f^ocloIUis0($cMzBw-Ot|aVcq@b=
ztYW8}`|A~B*OKAx7DaJ?>A0ghq2nG%xrWtG)w8!$cF5ne3~c5T4$sThY+?)BhsI{P
z^^&_#szr^MQ~Y%9DP9r6K>c=x^B+w}KgS)`cNM8s!T-?Y(4e>3u0clJ7Ray|Ay>VA
z4l{-mnmb=H*1uj9*faDE&$FDpj$r?fw)YNeYU%ohH`b$K!3GKliUNXCM0yDpKtw@0
zNEHx}Dkb#hQIryzN|CNK=|-A#lqNOw7K+j#KnxICNb*iBgmdouxxV*$uJ@Zibd$aJ
zlr?MC`mM5ORu-i0=X|W7U$dQzh3KN53Dc_tgzfIKpnG@DFQ6uJL*rWLapPTKKh8y&
z*S>P2IWa2}YJYt9P4gh%*FM9Eng@C=oG@rN>OP?HBU>MF@`(`}AKlpoQL_b>L4SwI
z=H@qV1O!m=Z%}60S<Q21STk}fQ=dEPK1#Uq^VR4Q==qIOW-+mLZLW!8@$`07`^<fJ
zR~~5kxmQ^v-nb=Ho#agwk6#a+m32EeasB%>?c~9x1mk;B0zMDEMeFInym*LO0w&?)
z?Q4`Rp=A3&A;^$#rsgkZwM)UM0ep%UQ^HC`nKyoA7T4&RfogAdrAb6j+Ox!3XW0*W
z9x?CMjsJ{k;YaJ{P!Tnxbj0Y{q4c8n#cm01fe~gp&ARIq!<NvkhdHaCWsO@Z_Pl?{
zgZdU8T`t=qv~Zdlfu)V{nB8G`<Z9_!-;RgS9%YW}A`4;CFo%QG`F*eCM<<rp85j|B
z@agp64(XH0CG^FIcf@ry3Z@+EW$C42N<%F~Di36?_?GWv?dV!zFVtqsg?$)~=28#V
z45qxI;>kSQGx+a*KeK=vJn9Ndv3H;FI(c(v+u`V9Y<Fp|;AsbzU8mCz-Rs@2=A3aL
z$&xBZs_tAzgx=ylkP;J@rs}Xmy7Dp0uIR9C%ct9(;iFwlKj8B~&Gw0X-hs%=kM|fx
z{p@u*4`N7!WsCk*tblT7^2|>`rd%iMRU;wV_p=xU;rM#J>aAy>S;o715N%1LOvglR
zOLt(bj`mHx^68R$3}~T*$LAq!Ro9V>GP7_&0kDt%?AYMmC-*aQc^zC=Y*v`?tz+BC
zoums=I#YQ5Cgph%nUO}dC0!4tZ-|XbdjofjUY3Ek-0T$}9_<oGyDaTI3HYh}hE<w#
z61LRIxU2m}>0f6)@<l!S=bn>3IpDxUYUjaKiP2R!O&cnp7RPzK?j2yT!t#3zmM-8k
zFSD3534Kd<yhM-%<f914xDkY*o|`3&-N%1DhKpVrRmfS~zG6D{XcDenz78d-f-!oH
zl~7$Ip|Vo&t=PcNwyO+}8a)#-Nm00+B-S{j3ng~`$2+a&vpaky)p#sgzwEGrrZ22s
zOC0%RL#;;QnjhW9t%=d8MjoD%ay$8G|6Rk8FeN>RPk5rXEj&&iGSvEXcn7f#PTe7g
zLFhW7?FCoqC#dR!-M_}h*Zd!3V*s<fTzdV%B|xZC=ti#6oT~%Qg{~GYnx3%>JkWA9
zfwj$6w}?twH*QTJ`qBdv$&{%B=$r?BN?x5;wlzAdxA#DIVB-_gM=-})m89UVhxg=q
zumak-A$}<e^!3q#O{$UCVm5FD>7LvJ+PS$WQRuCDrH^S$s%mci`SXI7{j99H>RY~u
z{#G_(U+r!m(x}v5%Z$BLZQyhD8N-7^A4}RqGT}6QS|8mi8!Yss-L%W4ObWIo@hJXR
z=HR0RV}69q6wg)*F1oS@(r%yD?_JQse{w(HW?4Jx(t-)Jq<%Xiz4VOXZIi`ikDNgb
z$>BK$kjIhau2*VYFbNOY<(4jHqE|dr0KnMqlIXhLwYw@2EHa;Ky$$Yh1oqI~UtavV
z3qf&gHGlaF-e<D@eif>2mOOeZWe5|pt+}c@N$Ce5QlfG_{g5FvE$911>v-UpK%sgD
zlkJq$^qGChqXSfi=Mz6GJB@S;d~?}nkKsMF;UbHn>eE4}LhmF8n&p?<s+D&5DIv~P
z{Z*A{iLVeuR{+s>vRH`9fLDR&bE`2jh4#d`Z{LQc8w`K1=>d4YIE7N#P?G!kP??;&
z)DgA(5*S8y9s?r}!vkX&cf%YDcCcbj4`KHEB1=}QWR1feO67KFk8SICn*`|iN7Ivh
znDHIbu$Xy$!AL?Zs9B{PgV^5fCD3hZQ<SScua2<&<CnG*|2j8ZTJx`MIfRsF_0CfA
zinbL;-~UA={6JA|bXE`+B1)cpeih=E-X%jD?7AeY5(zc8zmr)I<omh_8y<O%CsYY6
zl9|(jhefT?WBjMhY(=l!y|&MFn5v4R!@0w6r*z3cbli%SQa!rFx~_+yd+^s4o4!$Q
zot9~~moE8*B}l$bW!>tv&z#QxN*-PZhh=Ur)BDd--O`jBiQNAo9sXn8{6DFLBAKi1
z_zr2v*^OPuTTo5^r{;%z_Sec8*`qi}o{3?5Q_r0%EYH<AlY13i(LL7fpq5Z-@1DIx
zW!UBDBWxyj%8wY~rSLoa@^&BN9_e*I2r>)PKd{Prt=zl0c~+$FcH)Qjih|%wVJWm7
zl?drwHtW#&cB{~PeMbOCC9s~`y2tm|GlsJ_#F!PWgpQ{l0G#G1$E`;v-hNG)o=P=V
zOIcNVXjuacL%Giy541m2HF$TSzucScz5PO?&*;~ks_431+akzWKta&l%Y0>&v=9)E
z=3YH!vkUS$d4i?ChxkG4YadY5;poiOOkwsxDx;dntlpP_B-=T&`dTHz<4)5+KHA4m
zn(%OH9TMo-uR%p*%hBD4w))xK3^50VoVXw$jPCUQOZ7|h0_~P?R2sB8H!bUTk6vbL
z#D+(HA(@Bf$Peh*N8XVIM=i1rT{|hP|Iu3N`z;7ESHXov>_oIIz!s~z5Uj@8V;NJK
z5{k~-=uz-X)$j1rvfIETCufCIDLaI}Pg<Vft?7!<7xy%Na1F6J_x9>;>in6EG;Yoj
zwz~22B46=;!K@Tj)>iVxCNt?1?qxK(DWje-2sBeJP;4e8dnPKQxID|PteuLeq$4P_
zNT+4fu+63A(5SGz3Kr(F;zI_coBKl%<f3O1|5mSjvNFrvj($D={RRY08*CHgReWGZ
zr8+pP`W8UVZHz%X5cAu1RxpV>!bY1Y%ghLO03^4v>_RFF%Wc(~IPw?&7auyXhqw>v
z!nSx0?dh|!46Hjqkgct97ZvFETmze!Y`sjmpvW)UP}#VXa1dCbRR3r@dnOtL0c<)Q
z3rK=_e&Q!F;G0v=IX&ki{N&CAbfCPiICwNoa_ZUPj^!p4dXEQhF8MJ#TVT{)xljIi
z<9B-|+Bs@m;VSerH?u^D8(I!{M%73_+)eKkbS0f?lRh)94;v%J?)+`^tM?=~o$qeF
ztZmT;+pOla97;_e-#hm2)!EM{d-JuIi`;9Q3Z%jbDl06r{1i#=-!2#E42b`DLJ-rT
zj#rxH=kbC*_niic%g6LTB<F1l+AZ_{dh@I|5mw~Yrti&EJXM~!RQtR4;J@XIzn@r*
ztv(lDVryAnws4THST~Z3x`3u(KUK&*1s?ih<A?&MugL6q>SuI((?8{7V(=g)*w$-m
zXFOdoO#GAk_BPJ`YJ+Wc85TI0aHg-TVqIfL2(=S8e#y_%Uztm@iiyFGY+zgWd>)(w
zh(Pc0_sCIS1*xMWgyGy#ZBzy40uf)Gt^oSTH6E;eGOS5(*bKLHF22wpWP8V1fN{__
z?9Pi|A&*y%(lZLxfiMHu!3CYh1H{1l{8d%9)xjy@!IXZRpsgmMYFR(Jqv8vFPmNI=
zSa3$AcNvNYY4~}whB7DJ_Vs0NNrqA^#YrJpJ?c_`Ja2-x(2vsQ$I_LCE*Fk?>BqX+
zj{&d<NuMrGB3&_Z%wOsIE+;GDiW)vi#VBnYK%(wc6kT6Ox-Rv&%o{L8m4KAf#E78;
zrs5k0Y7U&vb05#p19|bgw888_DDHKM-?e2Tmdq7#srVB7)bgt^-I`=F^P|=>S2m>G
zSZ#U}klbB1rRCy<HgR|KWGBn)mKWCgoD8B1tsNenCygVE>e!H;?=n7G;%6gk-A4$G
zKXvTyMjmB%`6Cq;ip`8?k4_8kK;%om2P>Q%b-KXQX4Ge`y=$Sfa7bi5Z3hBw)%VSv
zN`@o9u*BUp&*s31n2_MyJC_3tB2Lzf*h-4D4s3LEZQJ0}WB{Ok&|sp073XEYUYM8F
z?3F*GgrJS*ird2J;P?MK;4%hro~#!y8PNr}u#?mb&vJ9mHr7eE&LI>C$ni=!$G7>9
z004KhnPk=9y!y&U@~P>JIO|rkRaQWERSlllZ+sc6c_~=fQ#a3|MSHksL92Xze!6C=
ztF>61D4Nz5MAmn^oQXgD#q0nSdSS?`!eW`2;-*t%GO?{PX#q#0WaHD9{j8nAs%KU3
z@TM+m^PnSR(EGU`%3gZF*q`217S-_7<!BwUc9^&6@JFThR1{2_I}XpnvRgH6NwZ_K
zEuGU$1$DE;)sAVi_XXbNB{8le3&pd<h0{b*W>L{b>2wX~OIyf*=gExWG&h~3)q>Ve
z^97BBkQhnZY@($vvp9Y*a&de2GQn7-r__0(vI|@a?=fVSzAseIyWDJjTx_mqJw~t>
zmF|}H29@7Vns3&`nx#u<CMD#(LEcZe!C`4TVP-j@o7a60YnF@GZY^llkkWyCyt-QR
z?g{5_%nevs$7K}hz?^w2cTxpO{%wvrn%8a*EJS0~^*PaVTH4vQ1w&eo#e3IPyj#O9
zF00s>R%%SfDoEm2(&zqC#dwxZSqR<}i}Wn9y97yBS}tEwJClju>`gbT(Vu;ID=+?%
z7uBAD9*Xh5yr``grK`jpw~-MNlO6c5s7qW9{=u<u<OZ*WwOmGtDPi;DhAR!^sFR6$
zLrfm2sN9-)D4Dh9mg&{~D-Z1+JkAd0o@dfbN5iJ91dBSZu?JSZ@`H7Sm+Vx;ujf%J
zSiU~1=sR>T_o>Ik2!2}%Ap<)waQH+{`>vTDSi=*(4BI&NW1OZcX4j|eE1W_uJ5O9B
zFJz9S^)#Zovps2`4Q04rZv1_ex3;$|;ysy|a*rWqC9Mnqwco`sYNke{Mhto6Q_tw=
z?G{A$tcHr{@Z5T7O8brp`<4Q)3O5IJlAcsy57W?E@#$^}^g1Ikr*vK1d{uXz$H{hT
zRZJ%?+oKSIh~_+~>qBjGd6szv>aCG@EU&f{RnYRq{t+wrTmA^h;q`>?u$b5mXy|44
z6w5|aM@pb^OY{Uqxcn&{_bISjI^wTwaRsnervPg5;mBu<oxS<u_3NpHWLcP8kA<}i
zjI2x4a(~Mwl)YddM_kK;Ali4=TzQt50n+?k7)}<0RD;`kHLUl6wX6laA;1$tlWKV$
zYP<Z!!tu+0?L_)9HphEN5h={y*x7IWR&gY*DQ>K)XRv82Fp#P(fX53z8D*VwA2o+B
zbdR9s#qN1?gw64mfF91`@;x5g7;Aoq34&WLz>+hQi?sUb?G-_-?Q@oYx(4}N3kQA%
z+P_WdS#%P?ntodEAhmT<+7tK~XyWwq2dy|&rhxBc8le%NEskSa(58Os$#9Zl!A7fc
zB4m&v74w1s%#<t&z>B7GJWN+FQPnD~z**T_?=@D#Wtp|PiZmC@u3d$oE{#*HS$L^;
z4tfk2$z0*nOWR)%11}_p`*yUncBYHcK!%|v_*4CP)Ew#maDzcUt<!4sbvCioRt=B*
z#eY3SJ0A?KTouSAmyww%+^oaa5TPG?LHB*GX%^oqDf?9H7UsYm_&$?fkAA-~dh%E>
zKwC3h36V|Mm~N|Y$PJ3iYx~e;|Leq#9R?G-1O7iu?Ef31E}*?@w=|6VWPQ>-hCqrf
zzH<FR)^~pVN}P54qD%IC_tMo2Ae*0uO*wCk)o1t^a9gSK_{4+Vjg#g9S(`B*-GGTz
z^<i=I(AH!B-~KMhu+P<t%5t~NfT1Vtz(p@;_JBqRe4v=Hy-^M@0W9gdo4WnAwWH=B
z)OH4i-D(S>1JVU@P}Qf^>z~;TZnAH?S@nSqU~aYkTFMQf?Kk-TeFF6_FCZ2;Ab_$o
zv*OO2E9o#F>7Ps&G{D=Hl!EnZ96v(URezjY3^y^oBVgZ`ECszidTQkiqLv@^SsXOW
z&CdWo;2xal6%48#IIx%%B6)%ZEhEylor84C@}U$QbZlGs<rV~*_Rah=VLv@x;QZ#1
zsH6g&WB?@`Lc4wIw6nn)R%x7du-Cv)mC5w3pQw^rVInuh?5s}KVgg4j0pIz^O35$7
zrcHADU?zbP<(6#E?|@%vtZfO${xkrF#@4A`okW43-XKF9KqJeCw-NHEdrGp+oW`-#
z7|_VsW!tPyGo6+F8Y;_d;P@0s4=da@4xzZAzW#L}kp@ci-u{YtFfh@5cDDf$0NXxr
zim!<}EO15fNqqH@jl1t?_wTwXo}#ZlMs{V{0D~p2{<|8t_xhSA;{a({-M8Or2KLuK
zTKNCfOC&AJEV5xZOU++`CIMCkUxE!crtq*5oLa5@E73E7c9swH${r7Ur}9wON}@Fo
zHw<cWOh^MJ=fThXqT09h_UA=KMIo?WSWVpE)Ew9sD=3*K&3c45%sW<$>gTW*<^J;G
z^G`q2F38ZQ9HYnU5BA>b3oj<Sk0s$c$u4~Hy;G=>p?qvAnK6yHmeEH<a+L7t=Ml2)
zNDe%Ha#QnBpFZ}0_C~udP^ok(6gZ_+oM^M_&!A7+imsQ4OvP%}<Q*F1hKoAb&kta0
zf|UkZuRnmGE02~Y{Xc#C!dn}0`IQ~XH8)^gyjej{h5fE4PJqAILc6A>CVze%=B<a=
z95OqmPF)slh2iU6C#1PTBnt%<#pj=ENv?EM90q3LCHHEFF;y~#{7e@xrS?*F=|bSc
zrd<C>rebehk9Or9h=b#YJ?(08+?)HP;7wCT7DMX$wpl_^jByO7ZtE1@sk@k#6)1p`
zICn_gN_o~^Y_c)LTOfWVe`r)a*F$zz1#k*GN80GerphxgV*gXz=K~=Dz6Yk#c+z=a
zSHLar#Qq5IOHZHKxs-4`iM(tZh8|g>D!?{jM<bK9J9qBXzOf}Z#@f$*-+96i;pfsM
z|DqPA>)=j-_pCxzeGE-XT8sn$M0DX3xE+YgU(3Ixguy)V%}?sRSYBlgGa%P-!}Qz8
z0zBT&8^_0w(bNeuk>^B4We6!eX=9V91bUSCcsdSmyD0&`2%rSgve%1a*nOCOw3<bX
zUEh1|TKf3Hx+7>6lD~OPt!YMq&5U?={E(PQ-AacNNs^t{&H3*D>KqTS)qHK^48LvH
zqn!|x6yl~)Huq3TNl&pi)~)e7&R@wx91b?1r+vGZW$-vhoQIy(@Rd`RxuR!R+#3Jx
zx`5AhMc00n>y?@Nw1jw@Zkg-XkuA)@NzF4zgkML{`l_TK$GY{BgV`eISaMxk1XLqC
z)eoF(4k50fB`e58gA|_Kkk48B&KBodv_^J_1IkM#)~WG(Skr_`WY?;F;7VZFs)3Y4
zqFR7|H}|<SWtCHcR8gIO+b`_x;{|t{;2VefIf7k>uB9u?_zR#!&Ph2<2&(|+MAebL
z{281UKA3SVrxY8)*b{f0fUT69eYxj03C|%*nig(lTAQ~u8qE@xdwsi{cU$*&gYK6t
zwGysxHqa;qKWvJRDR~{=ZyXY5v?}Qoz(QPm(v<>1d{s7t9!a}Vot(f|N@AB<y;hry
z9lJD}Z5Y<8!o$#JBd5>`MV_LmITh!x$xvzE(iDDsK#1=XPswydAH0{Nb|$To4}MY7
z8C!n1elO3aipOT-m?}6-qsphh%=H}4rymN)hfOB2-ou$jq(e(8kyn4*cJ|_64;DXX
zWQ19M0_I{mXaq5M?M3oM0B3%eL}d7Y3Eu}E;#W;d-WN+FWPG!R;vtwXWb`-KG%}_v
z0R~oB8Ky$3a5LJaA&gL8OV50vs*kPsDM&cVYfTXS09UwEVeDFy6yv79EfON|jN#NR
z7V?^~aZ`l9R>5p-x`Mn#cO!lM!$|MTKl#Q7Y@YsUnav<5L~p%iZJZ;b{^f<e$vlsy
z$Cb#Kuae#ki20O*u#kq;?A!OK8lY;9qSxY94)+e8VHB1+jdewFCw(xq8qmUp;Y#WS
zOKl%~?n59Kkp+dqVrE72MI&c$)7YXK&sEq_cgcs>n(FCKYIw3A7GB%TSh<Wf05Lw@
z3D1lv-b+lDE{YK3W?cO|2nTB|z8G<)NMv|jQ|a0C{?e@YLM7Z=1&cE}<pvX^pt_8Z
z-1y25O|vCaOj>Mg{Pr^gQ7+w|=?>q;ev-n!DF_oEMX`A=Gm6`1WCx~_W8{{E?g$DB
zMY_%gX`(9O$`#)MB>i1{tQvrOUuE`OqH0ez!Df({w0HE&;j%)Tz7HDjKlFQA`ht^M
zGgrk@Scc&SgO96M$0&DG#w>RK#pt^~<{*;>R`X{}8|o-_ns**;Dk5FwA$@B{lO7=M
z(|j?#;TyD)c_!1t0E_2~-iSoikEho+Gxen(Niry7v-jT27i}@%KCd<0W1bc6dYZY{
z97aQR)=rCan-xm>fH9$lPdSsm_2Ql!AibL~&O0JB7qOFU1yb`WUKo$n$x&EQn#J|U
z=eu?tV1uX0%de0t(Z>d6=k7X>8+bX6k2uyfKN&e;yg1*)#?J0`KjhxoKLmi<{Eo2g
z{GJ-K5Mb*;oWd2+voIIy=5SA$r{o!Fl<-Bw;d<z6)ip<Y3f9r{UqpI|00RWa*i>*2
z7g~76y037L=BpmU_6ay~>oK6;7)K$>%p~mhN;m+i##~fCo-(ysk$AG8Q+d1Fb6Sal
z+>1*lB3SBS-nfNNql+mH`nq~re1-Gyyt6f<Y-8x)CY8s?j<+v(0z&jx3Mg`-&vlBq
z#6I}T7vv*s%)zrKS<Z|&WqmsbN#BnVk~}k2HZ|F2nY-Jry5yCS<JI{}cU6z+mz;AS
z-O!d?b9^vao>D3HV5zG{OJkkSQ*%m07J1#Y#}A2rWJ?<;F`x9_8;*`Xcv1tUO02Mt
zcV$d13_8HGh47@kj~ONBdg3j~bQs$*ft-ys9RHOotGj!`&(<{B1mwXrtQ>XmE?jBx
z_AVYqEtPfRWD9xC$=pM%8qTU#U3$o2uP?x>SMGo=TJS%tw-N3#Qk;vZ4P0GV+njfL
zkTs}ZobcHA=EBV0y068NHRA-0yDU+$hz93)2EZr+M&ENTqjV_tRz(S$QTZYNycSi@
zJ9r6v>)CBl2;v26or6(NZM_NfcJqQo_4PSxO~Jbu#Iu=9v*x;@I=}+2DI(+JUFLAv
z%n7B8XRGa_kRMe6`id)ZUAkGeTE<&*S9s(^ufghM&enS(S&JO8r`99OoxqF|SL?<N
z5;|7Oz>=~is9IX(EafvwUwUyWb7$BVM@c(r<KzrBhF85#XzJlxK5fiCL=HKz=}Bse
z`e<qK3C+XHJ@eY&$oOMQB3DT`7IOB~ly#RcGLFJp2+Bgcq~mqBZ2T*6Y&0;K0$4DO
zt^@O5`dYnia6|@%Rq7qXji)s;M3+oB@E0s(?2>_Nlq*twxYFK7jFPdN-}Y7p;|>p<
z)-));1YDr`Yz{)RueBCZwMeSNJt6u_vu1UXHtTj)Lt_2yuJGHtplRM$uT<@3<SI_H
zlrF~L8k8=9ywgLs^o}|pF$?@|GXs8`&ADr@=n*nAFt4r-$8P3B=!0}Z(Q@=u)xmJ)
zmtDE*DrNy_v{f>Sw~nLtQV6s2pjQtuv)VuWd-ZINf6z*Hd|r=M_WXos-f_3h<+Mr`
z9gft|yG@7Rz(-~u8$FDy0Z(Pm>0ouc39qNR;^?462MSstkHy9q&DaHw;p@+Itw{Ll
zX(+iH^j|=hSdQw7^Y;v-d3X(-A{#D_<{8h9(WCm}-8b@#mY0g;tSWDGI;cOV&D@FT
zrm1Pf%~lzgE_KD^E{Y7D+LDHeyjjPMl5IEV%nsLyP7NPV(9M(B?>k99a%HHdMvbX*
z?iG^M$$c&Xl>%_F&zX|#5)av{dNP^kg(AA-0(-E#@@uajL#J-6ztX7vy3TU<9&jW7
zE_~w}lV&4(J4&bG$-xe-<rhgLY{Wjk*7j+0DScvwS=|(QX5^<p3z1m+mMStcjxkz_
zXwY(R*|!7n)MD6)f3Y1-C%zzIY(6`{{mv27vM*q3okGunHSy-Bn(muL)vB|=q@4OE
z<kOo@{bhUK>y~cOLg`yNZm8;8>C9y5sC8yfeX&{PIYse_A73XN$Ih4(%Mfb65_l6t
z?{U@E%$}eF$7e4^|LHm8^PRosRw{9$LT+>(`-xx5sn(zl%<}7!*e6KhN)nR7u?D0G
zj&ucJUMUD!yGdx2kJWv`ED*+?!#Qe61Z-HzdAIZAjbm)&k_mymUWAw^5ljmmiJz*v
z6JOY0$nN|4eq?jf*=|Dzb|TWC;ws5JcQ<of=?BA00U-!fpGJDS3%9X0emW_}xE5?D
zmuBOl&{=={WUvhGJI*@S@?uD@SgM<QlJP8vuJM(kE8t2V(;c}rgjUaom-Ne=JMIIW
z8a#R<vTINuWJ;JL*oip|$8x=#UVFh&h__+R2FKS0hKIsCZS-D;08waR!<%{LXYB1a
zDVEE_lhV0;?hDy?Tpf0+OQS&CRBoEO`)G^Z$C}U?^)bv%9|6lt9g=dvuJsgQ{pp!1
zuvrAn7bj!(arYb$)4=L52WJWI0mglduu{!#dasLxR&NlPTz7}&kq7!6Zd}!V-DqyG
zT!2m7{&(Dde*6BCD3Jv}KmY8`=j<>K{qaNI@&G(1C#7ZmGd%dai?q)NxM|P6HNxRU
zC<hJ)!dx6L-OtyNn_7tUd5~L%U#73?21+fw*!M6E<c4|SJVf6VVQ`FB)Smol?OoCp
zI>X~qcetH@yyds=Sr^z_Xyf1Dd@01mQMJDHf(JF^)x`!l!fIgICDv^Kk0VvO-kk%O
zhdH5g2r^C@+Ymio{P_E(R=#=Br=?bR#sy&=R%DM$5)loy#WGC&?-1<bxpxnIkVE|U
zBVoi`w$;rG0)>%6n-c6JMH$9ZkB%E!Q5^Wc3j^(Sgh`!oh;@*vQt8=N$<=Ti!fftM
zNo>h!xWin%Vu)Eh?%k)+M%(k^-bp^mHo*`SWZn0HKO*6S&`Q5q@2A<uG2`!F*3%U%
zw3C8^N<^KizTQIUmIxU|zR_DqlgblHmGbsfYI^j~s3-%-bTj!f7NS)1C~fFSX1)Gt
zl-T3ku8A%|a~iOxq~z+QnlHXfV`*Rj(PQ(D53C{}Hb|O~qeqBy!MYmw9rm7%av>u3
z0?X<04n%nvdMU(c+!m(nV6`|XkhGjoIW5mjiLL%Fe6i0M<ZYTF8bs#vF=NdF2FFpZ
zty1Yt>6S-!A|BcrtdFiuKQzG1i0%fF*ny>QPh&=tU*!h2=&&2l3v$%xD`|(8Bp3e0
zx1vFskdq_bHEU*C)8l6!sgN)-dY3sx52Cxji_iB9HMdlb9aFWNL`yMqD~d|QlQ+{+
zc+AY_^H4cqsHxG&%FX%wd0$^+G%3eJPn5^%FQ`pic*sMu%({C+WOYsxkc8<>u`Ul>
zemN{`6(P6aW7gWIUoy55Rkpl2Ouy9>M7#T}?8`T?9_Omoo{uFk^GX?2c1<*AD5uqW
zEqu{hSy7j(o6z*|94H*E2GOI}MeyrMuDjT1pj7mKx0xohl+$GN7)niEtb^5pr$b};
zfQZZpOmZajmN?D+4nhAJ=w~3xj;5$wY!$=g*)1!h0wT-jX40Gd0rXO)=x8N4AM%4?
zR%?4u{YEX#UJ21NUgJoYZ%>SrS~dIIk>UK1&x4<6=Gch6UaUvQ1G|+{gEL7<PjP}d
z0Gb!pMa2wu9!7*YSU$VS!C|}@#~~}R3GgBF2e>kkZ1dC8^}8=b-e37@hM!*FPI2ii
zC9$|Wv+!zav;4Iwyn5(t;_$Q3T}RKccGo@Re#Vur{z$>VqaVJzHjDROXlm9DyU%zP
zjLzqR%tC$5xsz=v>+cO8qge|NsDxWIoh;=xJoY-Gi0j=x-tU)BJv;KU*o=IOy){l8
z>)aYEATWZRs($fiDRwD#WKcpBC9p10Ng&*gUCV^g+lox|WmUgzoG-HVKiF%9fNgxm
zd_1%pG8~^DEEXqCCmDp8C0qvfSh>)ls7iyLv;3D{o^LcuINIs$K9rS;)QmeiMqV25
zGjpz6P9U#Fk$Mg)i_G~k5QyZHzSY5BS+)M~9AsFP9bR*5q@297w^qUHfp!@_o3}~q
z_^im%yk_l%1Tn!wV$)SwH)tRR?UBl{C!eNA8AtV|h!(Mq9Vj#AL)FtbIpbc-;Gn*Z
zZ=hiyyc>i`&gaQxb|c6y3i_vO50W{INHj#m(XAF4JYF))<OcFqoYnvF_fxQ<yf0$z
znSWy;V?FIU@2=JnNZ-`8U+jSR>>DR$);h^{s)L@Wp0zbO1C|5yw;9+Z8;UAVm3mKg
z({*+VFz%;Qo-){92U{;@5XU!H)PNj~--R})z*t+ZYI?1&zLKsf;_fZO=Hf_l<AG84
z5%f_d$pQh)JqVI*4Dnjlid_-cto#0gHvpx(V!98Jobw}K1c7wc6)AoDIalm<1^h+{
z%@$69ZpdGd-57nTK;o&ZuOHRJZWLtQczaNI*hO>Dwf6=NoE3-p+5e*zk0+c*Z7W@!
zH*xh!!4pj<O_&cQne^r%2?d$w)_Y6uClJbZBS)NB0-}n%H-Jm?PpQ6sLAJwreS&-h
zH8*(qiJi}8k8L)>`_uYfT(dxF9)%O$TMuoRlo6dP8N>l6geQ=h_aT;h7lxE8mW{&(
zoo(HxV8xOzv4gK|?)<40s%i_Xxs@SB_QlpDg-D(7{xLk#Dt27#9_R7V{32!+16^;0
zp0~iQla0x#WNUTreZE#j&}Syktm>cfy?z!G%D_J{VsNZ8(nI8(t_>l2#&#&w=q9yx
zzLzz(EOII~3O`N7XXD-;E@#KwoBo0!S1XL#R;=(M-B%rdRv*rh;K4o&Ckfis!(a>s
z_sJ_R?ST;{%tzTcUDuvORjg#R<`Q}|RsE=Q$zb}DLB2LJcj!1dAIE_kAx*=zUtEu@
ztJ{wQo-oE<-8_EEY(B4R86iE0wd<iDa~>fz;VM>1PR9c)UWSD+D>=ip?a7DFt$)^&
zJhZ)Hr{)faUOi{I!R6J}Iu6qKYtG~QwO>>-m94`7_F0S$;+KpwVcri_Nu!G$oIR%B
z<<`N0^Iy{&*DSK|>4f%+8b5BP^)H-dqr#;n8iG^<I`J6b^K@H}vDUTOgU&T+Qt*sj
zb!YEg3a+&@aB$QmcZ(aL3z>1tohVc0qfk}VI*IvkjgAt*W3w)|l9RM%oEx%p5*rD>
zb%c(t7N*DI8%dU}@4f4dd4BvIl~tarpOrs)p(pB9db(|0Ff*!-Tgl^rt|#6a_oiut
zX>4rK_(g5Vg7>9XiKUEBg!pXaN|{06VXtr9+AnrNp_U`W1*OpxUQe&rO`W(j@>nY6
z85}O8Lh2-s1S_U3F=wXoKFh@6>>w9=cX#^ZtARutcRuj7pyN(zfa3Y*0izx|zCN&C
zwY>4!IB<+eeJZ-BCNf7#VaM1J*B@_Hm;fMncaQVt%k#ijb?jH$-m8G(4Yq3uxETe-
zpj>ZajutU>Y;=e|_BC9qt*h^1n#}iS$C5VV^UkeTdiQSpJydG6k(yiE*I=sv6WQWB
z!*2~j#)>5SYFO=!!{MVij(D&u72yT$Ev!rm6FU9&;S0qY7Vph*k?F*pZ0ANvED9hM
z+<Y8YpAhU!oH|HHhieZRVxT8}w;b&fJ`-c7))xO|u{!A!sg8kM#c^(Oeq?cT+|pp?
zhT2w>ReYf}Ut@Lc8%F9om9PO5FD`>~I7HdmN0wr=U)&6dTWUQvw#vJit>xI}FxtT3
zY|4BHlIFP}e>5$@?%}4%QlXz;U&Z{)8gZ2buT#GEqOQ(pZf^A^&U@sjFFi}=a@S1d
zx_!;UkmvqwXv@U+y!^|or+$8)CL##HwPvmT;@V!Da(q3`EOPibulKq#E<%`WbV=*6
zbkErW$4#7EO~8o*;w7d_lh$^a?A5g6?cdfmgclH*m5w?d-yJGn!8vc%Ja};#aZFL<
z9EJ~?=Enqo#uxK?aM*0XR>AH)iZygESeSCx!r8`Zd8MvSwlLbd=?P<0Wt%21_e;>%
zIl&mYZ9iQK-YCs{7kZ~xa%z%nuWlv2Nx#9=|3j3t#%5IeAfC!5wAls4@<y>yQO#nz
zWUFS<SXd(URwjdUL{|qZ{dm1_J+IIGy%2s|Rr>`b9ir__`{Bzl*?Da~BL;slX<~5c
zqbE<9M`erM`V)h|6UHgp*1Tv^sohBacxka1ad~X)qk<$gUczwSvi@T*wDD-Fb;z@L
z50uE*!@Tp7fABE|w#_%4_j`=TS)8-|G$UI5DqU8lPt}tr`{{2R&V^->5nF4E)w(w8
zXYUs=4JP`rgf7d`05gr+%*i48RVAgG0#t<v=ED|G_|TmF`O&-iBjfe9zE5LqS=C$j
zpgql6JzMqu`ng*EC>!+wa1|P0)I+nZlYaHYv16|!#cgwtYMB)V);e(aJj~>2rKE}t
z+>+trdb1v5dg!ZuIbOa9<A2pSy2(}A{WjW?<i#5m>p<N*fbWwmk3Vv#rJ;Z^%e_3k
zxSbt4Ym8s$Z-qZKXOOzVOZ#Q*suPXReY}_dXWiao<)M)UClD_?R?@W_UW6MD6&?(@
z7D&I<zm12NFwokmn3RS<Q)49BZXgh+$9v7Fjkekh^09bH^0A0x$AMgmP3jC(TaLeE
z$UNr9m8+1FuI(?=ZC%idA05ta#W=CKByox0rHtV^NfjmQgFy?u(^Gm_v%%RZSeC!x
zQ$8sje0vj8XQ=1Bk!l`)M}vsfYKa?Gd_6BiE#Y(zKdrRTfHt-}rqlwJE~$a_oX1@~
z%HS@jWLjMKcUE|z(mWwIu5e&!Ru4VxS?<1kzce99T?gKrE#)oji61kg&coBxC^)2@
zsffskJg+V<GFv-2=jN$q8=7Nd>+Il?xnyB%yX=aw9tUS}-N_>emUt&6ATy-anG;$D
z22Q=g4@3`DD(i@k6?GF#VPmta-7t*CSV1?@a_kJ=?oicWzBsDeeI)3r*Mn=h3+;-u
z#QQqeB5tG8Ox1+4yhgIJb?`a4ij$evwmm%yl9P+4V&ZhL4$B$5TU2LIXG^Gwn%Fa;
zu}>A>nr)Sp^WM`Sa|qR&m7uXYeUk%*9Z1eK-DgtGg+cWzp3}G1$u#M5I(AWP-C@BI
zk&1J$?lDU$G?hONwPia^Cd*o84j4OVd&5g?=JzgLPRh_W(o3;6`aE87zRb<vHHb9Q
zDp@N3Ztm*Y$2n6@i~S|#)UF^h!jz1fRWfT*6>}|<M`CL8hGP|-+}<$Ui<@q{TR9Y5
zts(!p{Emp4Kb=p0x5D|kRpJwm^z$?7mDp9HPJ@n2^=tx_o!Ug@5jS%53+nUxvlMgH
zG<`F?Mj8r+hV$a})pv%M{Ur@6(Aj;8fq7o-dh_k!QU80^)F{BD1z^RfZ0&astaUgT
z+w<Os_BFY$l<Yqf1i!M!y}hTgre-|rwo2S`oUD4C4JsS)V2r^hUkxQ6r@@dTDHMtC
z)$PfawpG_WYNet6K_vw#_9%BntK8xAP-cus>0O37nSvUPglx^#Ek5y4PC9BF<A$6m
z8Gio5Vkp16uFIUwEy<G6+6qkFoy@gpB(mJyl{sO)uz+x?gc&_gvWnL0<$9YW6z?Rp
z6QoGxty}U~=E)A|IXfQJw07^oe96Kdc2JkE%k&yi)G3<1Alg&cnUQT@rtJ=xH8KI&
zS+S@kPle1MHEz8;-yr7qm%n7bSq@{PX08-ZPquh=l4VbpHVdPW)!at>vRp*N9_=CV
zz}XBaxv9i>*)dP*VSd)SB+B<eksIC)xq$jl`IyLfbZv{>zy&KgKznankj<+|H|2|$
zo7|_a<)IQL&9Vlak9Y;wnR$bdX6stn)3sBOPfu1h^-aSM2ThI|N5uRs=Xt|kBf&e=
zYoX4JJU+2BdEpSmAlsuseUz`S?jtp6<mc}UiaWLa?HFF)Ruvc)&RA4&*Pma{-bl~y
z70>xd8)xp^+#_CO@0E$u^~~l!06l$6kGXHTi{Vbnyr4Ik{!U@HP^8!Cg5DK_0jcig
z_^p<t$+wJ}rOShQf`kl&#dFnR^JUMS9Iu#ii!q}LutD0;*Gm0t%WOKsA6*JZvzRP<
zdgNgzf?m>PqAZtBZ`Ja3__yS)zN>O}>sJJiJYr`ueYmMw=2`3cV5EM+UWhi>bg5Ku
z$G!HuGBWDatZY_qKvHQpc6Rn8wdjG>(;F#Q7PtnOz3VPP_d*1Bj2k>6sC638v!Co)
zQ6*HAB>3-sMHslS&HL{qZ^U$DNFzGEBDLgjOqIOq{HF}&%9gr3K#S^ZG#8@huTb9Z
zeb4a2y&5;I)XpN+VFkTiE1lD4UNUa+Fe~gle{kZ!-4P*=PK8GZ4&#&1`})%~AG<GI
z`|xV~v+R^pjE`1KGiMlep?wsLfJ6B`fd~7A;IHWCgJr-w&y|YQ8A?SDGhBX2&C6!3
zJkP&FQl0DWLuTL$4gE+_BG^*-b5=b{*4q?P6rclN0HA}}1vhogSC5KH?qqtM#%p@U
zaS7!oz2ZkNe6p&G+U@hXEfa2CnnlM7V?TMP_12XvMZ+xXOzT`lwO9ohej~G75l#i!
zU-i$*zdVm&J!d7B3e))avbb~c+;n_KBvf7hf4LsECYW-;p!kwHjg%jJ)NcLjD?*iD
zI-hd$SGgs_kAY<G{!-$~Tz6YUr1<&!m!oB;3TM+g^sz41uofdj$5VNbv}Dg;(lTK3
z?_7#PbgV>I)*pzLI2;{|&PV_|XO9&SuLf?-9yEPe9^t80-d@^0i7~B5&!@%po(S47
z&flsBzQZ^(`3v<H6?JV`0(nU(=b|-je>;E(Nki^`asj}dJ+IE!Ni`@4Mw!~FW%Nit
z1B}&W76hq{r!+pu6XEKnQo(2Lc-|qOWi{L3)@oS?^V+E0&@58cr(HG9MJp~*EADmF
zi(R*Wwnq6UQII0$-CjAv3r@#WHE{oCI#~ty-$vFcwX)XR88iWi1s_tT)kaQ^`A%2U
z<{c1Tiw!yvZc;aUo0^j@Ep^L?iLSfb!te;g9~xTwQu%>30q`Pdx;Qc5+*Utm69BS8
zyz}>O;0#YSWzKw`!_zr8s6p()<gSRRTbaM04A>Y97)(WMxQ~_|2x(Xt<vHl!RdXu`
zFluI7els7BivWb1FyE{(w-U=4a*Pvp4auedFMRjTqlpmp)!pM!=G_&@@W;W%5;m;E
z<KeN)o|cW*?H?ys7m2#>@3J??l-1KCS4DqJ{Szkx$Hi9fe_qgX00y|q&;JJ9_~@xx
z_Hz=yDUFXCIHxuM$P49x_|B=%kQ(^N<9G2<X7xv+7E9iW<=Tanmjwrv)$N9o&gDAT
z>5u*WAfor?XUY$MN)iPJ%_-|Nq`ED^^9l!66bB4>GBTM2GiuaqC3+ZN)bT;IFbtIV
zPT99+HXyiQzGdLgyO58^tD2~tcp*nkkm{D{Y+Y*2M?ZhQM@Zqixl;~5Em(VE(EIm_
zvRRV)aj{y&3T>)L2=zAB-s_Wbg%$=5A>k{@+Uc{u;l)<Pe9`Cm4}CIa{9=8Q<6!nt
zy4eC}amAnq5Q9e#jkHYOt~wj^*0VmFuWCeYMqh|b_o-&(dro8MsJ$0D(ZVH^F-dio
zKb1Rbd<dQ=k50AScpJloD4#|%?D6?-$_%O9+U|vA^XE4^&vzvN0ou|7ZTaq^@)t!W
zIMlFPFJ@7MIeE6Xd%li}l0bj%Wm9O$AGzy;X|Ft2lBPwy3h%3vlx|b1lF7Rrm_gmD
zwCbCRKmT3}?m>0Ul9;HdSa_NK746K5v#38!%RF*_HFfP3NRIqnSVz>1nxAN#FrDnk
zaRcXwGwaMF3S_4ksv*8jK)(Q4^%Lq;8Rhdm`QJvyetD{En^LDV*RKWhrvV5`5B=9y
zM9J6x*OefW^HwS)^(C<{v|muA*$oPfny;Nb2h3T9O9br5dMI}C^l3g*n#7Bk;Px?8
ztOg>?k?CF^v+7<if#Hv2nB2vFnBsuv{Y`VX2kgi-fjxh^YuI-JAS0RE?U#!NS#%1m
zn#2%K?AOg~gB^x(jak(Uob@c;H?y?b`|G+|Vv1_Bi-r?aZYE7EqDVJlmx7Pw9Wv%*
za_ajc^8Fdx$3r`P&M;2G>nAUxM<a9=LWC>6_hsE^2)F4;LqxRbJYOvi4d2OvX5u9b
zn%uD}b{|1@EGC55CXjtOQ86Q{F2OJo_^>T%>QCPw=!T`W4R8VtM(5=Q!!^q;WB3xS
zEnD?jFgYUN8uFplC8nT_KL5RQbc9^$9RugA;#7Fq=ef8q%!6E-7hN~(B8%`|Tq1^0
zKOBCJ9zbSM49Djqb$4ToyEA|XiUv_~{cIh~OQwcqZ>vRg#Y$t8KKTvp-&>JM5IdyU
zrr-n?ox<7&P4p(rd!&yC>z^27DbBaiS+AzQX-~N98BAR&&tuL5o@Z5`Sad{$5N2t{
z>-*Bp>iW>b{G|_i^OU8`;5B0*%P`KZp)#mA9R)fky@cXovY$8$I>lGLR+|v~g})vp
z7B8{(s?U=&LpNc+M|q16s(yq~I4#+tGqnZm4Hf_l=BP)NuKZr>&;4W+Oa(6pk1$Lq
z@GN*!J(zsYesXL20H;6Q*K~@T#-%}>Zfq=XAeEPBe#d*Mg!bLGQJ?!c>h6dZ^yr6)
z17Ly^bH4cJ2H+0x#1Dm@SN2*x6*fqIT2a3xH=*jA6kZRFws#c^kTDSV@n96k5|!72
zdRuIO1MD@*RkbEKjle>UDAVpM^#{4AT@)X+R`Fse7=(GwJ-^Yk9K;tom~iIB;-wW%
z?;nHzm<`sS{b~V6QvII5wt<>243$<l{>KUYtl2CExtWb79xyB8mBjf6qp~ISb8{O-
z3y4Zgjt@HBuh-UmX*h*dK&K8!0k8}Jgr|CI`n<Q%cau){9Z-3mUFYPdZ=0{qy%V<d
z(Xj5G?}4P#_R9fcgy^20Xvi}y2#0xGJMQ(JKI!q?KFRW_9Qx)>q6%S1ct}Hsmp}pI
z!*f({-F675_ILU_9wY(O0kBQdhG$Z5+nw_9CmQ>9;|K2Jm5CMYmJq9_j*x9&bp-Ep
z|LH{a7(s{+WShmGYJd?dqbfG?1Q?wp87CYx<Zv74b0;s)G?dR?*rx&X2<9O`>syQ5
zr<lRgbAOWb4xrM@HF%Wdkkj0I`CRIFNsh;ZMZJ1(<DV017M7GkI3or8GF&gz>FZPR
zPq~R4|G@$sJ>?U!9UV5c$rPx*49;G*3JT{wJhN6}>fj{2R4fR!A&HZ<YZHvK8oGCE
zD)<{CbqC2&8@EnSWxrcG5L+gcIan>X5#EPfuHjhG<FE_!iqaAh9rG;R_g9LwDj_F4
zAA<V(@*g>5-7k2TX&IAE6J4Oa6Dn8H@^U%OTg>H@fXAAt>&I3sCn;-zL`dSK_w<aU
zbGhLPHabJ9$HwSEx!37_Y{iV{l!ERSXR;oA$sng@jjz$bW(tZa*|R-*e^=^#c5+wN
zN0p?d^Folcx7A?2D31s^IVZ=uaF2O`)Q3HgTgv0nOry=e1Curzz^;9_UUF6v5S+Ts
zI>&?8igO6LimX|y6@}-FlJ@%pgG(bfM0Pcln$#oBn@`SMKgCt9cs1+1fQF{Uv*O!q
zpA%nxy{DJ554u(VdtHfD<bc^l<DUQ`W+Rt|S$s!ahUT7g6v?f}3d_v7xG55`&Lhhe
z<k<rJyMzE)`OubD>xd&%nKu97K#+E{`h&SiiCYSJT!^7qFhz>R63n$mg$BY|G(Pd1
z$KS1`b7R2NER;z$vPcL&O%&@@++oZi4}!|SOB=Asq;1k)?t-3T7TgQ#8pB^W!maZJ
zeeg7){{FuFUj5Jgb{>lDzUnz2&R<Rv(1YvfeE)zx|3!m%OOZ-v1>p2c6uzzGagO~^
z$>Sbmz-)$pcB{3V^@+M!DRr~tHywq*N4B^7#LEnB_5!gY=7JMZ83eUA`=E}zN1c;k
zue{od)$;p0^GknDK=$M13<mPo6y<mcOO2nR_B*{7|Ni>;Hsu7cxFp$VkYep03bPB#
z#rTohu<)^#jg0x+LZyA7f5rth%lxu&rd$6fJtFn#N4fV2`dDujrb3TvAjq<;w!U+!
zX1O~d4qo<QZe6*IR0u@s6+dbYtG(sC7KZXYi&);nC82$Ys(Ys^*E*F&CfBs<U+wii
zT8e^6zSC`G<=X1TS6&KqkX8zB>Quh8kwHV7{?7%IP{R2%aqDT;%DGEm0lUrqo(hV}
zvDn{qIArvKrVJtkWf4;`XUtD*!EEo;;!mGwn`(@Zb+CG-2IZZM{Tvlsb-bTkoNm0l
zxjtle69jQK&QMcU#+8A=H67&tln2pqEFlV>bsz3tWL+>Hmw!$2*a42Dd~1sljN9n~
z&0x*d?z@aon+~I}b+EI+W0l@s&D_HlA(~N`ClU-m%JY}w#KSx=8*dIO*@P^L+6I7d
zJF{KYlk`FN-UD?;m4sBxncVllTel^bphsafBD*YJ9pbK^y}%F=zjm|N8oyy(ba3_&
z$3>*r6XdHECp5_JM}KtHxnxk7m}$vKRN3hu8LHrW{WuK%aL$W}%j4o@cOE`7aX6lF
zEMe0FWvdg1&~h&m6Gd)#=23CqEmfkPEiJ<4=<W+AcR-;L6#Z1YP+@vYYS*5QU%F!`
zAh5Gn|5PUi*4c@cm)hcJ!!}?tJtivNvT}koggL%be|bGkp0=emoR$V6I;=|S7*90b
zC@CpKuMg@THu=M^aC9R}1?x++?M#1p^aVaA^tMrhIA3qH`jffT>*tqm=k2<6A|7JZ
z`#opLZim4D<tS3#IIY~lsXE6j$)k1FubySbQsSS0TpA{Cl$`nO#y&)|Ol~G$p?h}n
z9_SVY){K1`>rgPd+Pl+L$gBOrznOADf$1pKB>j3!9>J!#gRT0e%1+3{wrSED>CykU
z+J;c?&f=nxGKNZz8#V7P<VC-Xu|+JV@!Xc&wU3H`$Aiw-(XoFIy>#bN?BFjrfAk30
zd+HaD2hbo2|A{dOTK~ovbA1ma-c7!&>YEdj56f2>5E2}#Y((nghbX+p2)3|%oTck}
z%Yqn#d2&rz1gFmL^|>~W5k%{;Qfw~?-k}5KG3xi#e7D>#K9?vKw&QESOm~<Zzh@cK
zA+avyE2h2bR~3BJhQjh+7v61o-=`(2k*$3~?!*}yR?ni5iVGUq_rva!C*2G~5pk=e
zsNuD^TNQ9(^B*CMYZ?g_`Bs&{tn||F`h(WhA^hLS=M4ed%sAG|zrst2;+CxyVm*4e
z!mMha!fa7@&#cnXd`c`s#s0fHnQPedvpj{sASK}Ii;luR;>H+8L!Zfg>=Zw#0VOA~
zc<(i@6fBiYvVHfs?>j$<1M}{~Y~%(D_m*TxHqO5NQ;=Bom)+gLCSCALHun)zHD!Ua
zknLP9(3E8=6M2atoqPGB@aD~%_Snjs>v3taxDBlAC8_g)ep?VSaq5>dk--BXRS@ab
zhq}0!%DL)b_K$`NXShj(id}U9<KOohZEzdR$(e8Up^e_@6o3d0PQ62i>l?!}p3`&*
zIL*G{cN!2!OL=c>RNmpIx&Wtt3cjk?AumD%5brWQ51{d$HJQkp4<-}_#Dv#L)?u6D
z6|dQ-z?1aTglg{p#mWG(UcEvr>XrFe+)`6>-hcf0!I?c<%M<eaiBhBTE(7~y@gW7J
zvPP!nlB`~%2qAPz#C)P<h1=Z#x~(x&{F>nH$z<L5V54@;13t2;<hdj|`HptMhE?0Z
zaS}`N@hx_OmP6v|z_uf?gYebr-@rUnsnl8KBhf#H=dMj(+nC`NRT9ZR(Y1p;VP41R
zmt_&ER7*6P8!v*xXO<84E{lLoEPj`17;u43x0ap>wyd;wmstF&G#1Tki-;3<He)_|
zwZOPO=hI|#5bkRa$Jjvb;2H8pZU_kRLv1?`OR5Dpv=R((LAHaZ<jxdxVje^GmYZym
zb$ymfK@6C=ga<FhNf%$T48^EWL#}Nszxh)D>oOHNs^DGBe@@<LxXfs?(v}?Q^8G-h
z3G>OT%hfDWr#Utk)g%aW@z2mj75Im^{-%+ac4|<St|yjoxF*xU;n5u>03k)rkY_-`
zl#KV<KvwmRui4{;F-e=ld2H+7hpY_*Nbw;xeFKM+8BY8eFR)Vp-|n3D^!||{V$$FM
zLdoxw4n<VmT408Ejf%{^e+qsHy%A53b;sJ8G0{P72jt4XebeHzlb-8Ca-X~u#e%(0
zumqv+P)py)@+$$tRtRJP3xac@w@0wkU?|j{I@nN(dwKdR+u`8azywBP-|MmVi~QOz
zc3O*0yf!w<y60EB7bYAmvG^^k8sratD@F~$CPA+6lfA8h4yg5Rt$a$#&W^8@#Hso<
zcar7t+)}~)ysp|!ov%tOdX*<+x5o695i~R#WGlix*}`3?ZA+fWy78ni7QbTP@48es
z7Gx_S1oA3;&Yb2AuBDT^6ySgor6gMHx&6Ji{w9u_%rJ%}zw+A|&G7^)wH~=~oJy_b
zpN`p}U>2{n2A2^6Nvv@~t%SuD<g+jvRN`7i*5SMjVz1xAyOj6V%g_@`3tI(;(M!F(
zp1k@*v|Rn>dMz-$3yR7nQg8#kXX4-tQ2tCcOT}5Qwd(qhhu8!R2z8Y;3f{PNqzP{6
z<DrMGV%lVyYK|r>JkZ%HNB~RJ-Hfp&s}vCnYdLDnf~9g%$_HU6&p#vgsnCkKe{}5m
zK}PT$H~x|1K~Gh#y9MxgoFZ?wzNc=Mj`Mx6%-d3d&oJvo;)?-2O63?V+}BUUnvAVa
zOK=~{DpXonOIe%l%$@eW$5!RAwSgWh{AcVLG-cRzfeu$2$LsG+s1YB{btZYdP6F8+
zMf3V6y$i=4_V1yFOC9b31CLTxT+BB_aiuU%J*MR@0i?^^%%`F<P7D<e8Y=$s*o-$H
zYuI#oCjkSVgg?cw^}hsH{=<t6G)yA>?UZ!z`QTi?t3y!A{c?g}U=jeKm8Qg=($p9f
zIwV1L;Q4oft5-P3B!dd`X_s7R46nikin_sF(b7)5<>{pl#mo#RTuH+d>s#R*>Dqhe
z`3p;*WII*s!-P5uVqW*X&sO)Iui@J-JL7Qpi;Ggy<(9sw4l-wuB=lUf9By9Z-~^kr
zhdS03dlce93jXh+hIq(a#rLS-TJEd;h*0Nprrhv~O=hqSj%EI#c}IPrke$n#MJPQK
z^@H>cYfcbu=B`)MkG!p#$JMA-)UDqe=w8%em1HO$^B1GK!h26W?2;g%_^SA@;+<@-
zp15VSO>B#lbNSMXhD5~b)qHXG=z@X`Li@B=9HQKmpGLZ-xwtgWH3N;;$ir}T+%bJr
z;AQQ2m&3u`no+tEPKZlhi5)P;53i1i_RdJ&Z&B^e#Skw|E@JmpxNk{o+ULOcocz`;
z&#^qHlM>j^^oWA*emYAi+RzR1;wi{QtGnl#g5b7m(J?bTK{lZjO*kAa5xm+c8Kb8&
zG%R0P;F&Kzc|R!9RBR@*+Z{45Sg|mZ!YmKY_Lj#+y74FUt_b&{IKp;Mr`aUv3}rZb
zilatlm+qEh+;Dp7-NoVV&Kn5q%J3i3LME1+uNam-KFW?{obDKy)56B;TW>B14a@ez
z2MqM<t_>_Mit1QjnKu=%&9ob7FvFT`_Of$KPMFbF{dg3<HezvTwp*e<Sn=4Zd)%EX
zkp`(y8}GbCB%>$xJ&4A~YOH1veYv}*uEyAI-~w%DiC^MuHnzxN_=EQ0QR6f3q0mE&
z9ZTt*xZ&2~`IY`${`N=VD*uPDuK<gxi`pGKPz(^1QV~G}LApbw89)K)5a}AaQ>8nk
zV?;zmy1Qd&1f-h*h7gACxO*u5{{P<Rp2uexi8=eMc-LC*T4x`~bO>iNmG4h3?OT^B
zzWfLi>P7EtAW7sM1y)XDYsI^On(&V*6wgIG2IEyM?q`M7ZT=zqka=JIYv<19&Q;#@
z3AMe>7NrsYwGX)uo?q@rc^!o>?^vg{YjgS;*Wxo%&fR6ME~3nY_xA<BI&HZ%A}Zw2
zMTI%C(oa1Zz2Z7EwNuXiYF47!`_9!iVPUB6cwzbH_SWw|@^8_0g7cY$_AE(;$qR{L
zZNC_u0--!<rx*BzN1*7oIxVwi&%kB5ViTGc-;vVIYazaYW~FJe@a&=yTSE4^Ar8{=
zs6Q)T;mFcqxWv4`psiu*J~mVTgkt)L3^F?yE=ZwHn_7+!x#lmkB0_;;R$yW36s|?i
z9>|Vl_t|rY?XW}%azt#L*-jWj$rvi;M>=f$C=;YG>B_U(QBKN(7wTv`t_*>@#gC46
z#<)Rb!X4Ar;0Cu$t(I-ZA}x=}XScw3$YLEwX%4143>(q~oE>kJ?Uv}-Z4=@aVK<ld
zNjqikRXfL(!BdzL8aiSho!^kkpNbQ7${vHF`Ny;+gB7hKhg0ZAYql0o7>vh`zyX^S
zNemI_0X=!2tzIH5UX?BE8z-ycrJW%6q-$z1Vjk`at7}Vm3y)vcRx3GIp)*%&Zy<i@
zfuVde(-h0euRD)1fQICMjtb*OvB!090CcxlkEC?)#+&K;_sk`miW?pzbbOw@Xs$t{
zo@ZJH+B<ta-fSgc3Z$5g=z(%e>|E()zMJLtQuFDRVW#yMUK>fN#``(~dZJ4Z_+ok-
zag0x&m#rb_)vn5>Pc6zAP8mDz>#QrGyULkzW)TdhnC~p^t4R!r$)>ys7O0aD<;1gS
zbP9`Ln@qC0hwZT1b0N2c6w?u3F$-!pXr0&MW_Ca4gWYC-dR38>pdB$!8S;I-6lSG9
z3glKcXF&c9{u7~(Y0G{3+D9~;(n5qC;M=clHlJw;Z&=&bt@(Eypj!;dy>nfmG`)M8
zlMoxzE~eKy^X@rgRJCFY8mxcyEyc}lyO9N}beTQr<Q{iz?$fi!1k|uXY)iM&EkDJz
zxUNbPAR9nKc9khgwK&GEWeif<lZ>+90J9-~*8h=QAn>Mlu>PUDI_DnRs5PIhFlKN+
zcg@{078U#V!CpD9Za?}ZmCzyG{Sa)lsKe|YHF9P-Zrx_k@U~jABN@f1HT}X6Fn9R@
zRAw_@WA3N!ogK9N4dYH(=={#tkNNa>vt2~P3%fAvOG2{qD+TQg`6_nV+K%%!T?gq_
z;)YJS4z^RL^xx~$0MM`#K!6zu@JOTX#CE1tvEsMxK32B6YqQArLq(k!+MikY_g$Kw
z;#Jejr7%XDh10+O2Ah}b{+ml5%ISa4ZT;_-3Z~PocNAcKBz5)bmOvWuy(fn~zr!eA
zUw=Ta&B&Z<)wVfr76HUN{2WM&rOoD43m08MJND=ByI#Fc)okP%^JV5@)ojr39e<y*
z_W%B)1~8}aoQ3(~sUR_*7a$vScZV!hqgs5&08cPM;Vj<-#fxrm($?_mGj36+znh{Q
z&O&`lwC#LH!p!=T3RwI#ax>NnW5RCKuG!V%@jmrf9M?}_0@U(&uKc2;*eV3BkDCBz
z>sM9QBf1`K_G>)l)hR`AS19PNyVBZJ)$G$N)dgDtWA89}qX*ZSuV&v$OKkUaJc2mT
zppfT%(_Uas(U$^Mv9HMCiMj-Lfw3>8h_D5&G9BTX0w>E;O?Uvy4ANsE#2y!TCE$(m
zga#t)=Ytpb*vdhM)JoG^N)?oPgU`U>K@bNE6Hor@-r#yUVI8F+d-P828@VF;^`$+O
z)xnEXA)AWdMta<>X>svk25sq!!E8kD3a)pWInHcK%~-^e1#;#wjc2B&QgI6KaiVM(
zf(SQCR7xl+mjWhvL_L&>IL9kc-|<heiTCPJPWIds&wsw2-34wl+aR=1%rRb8tVqGt
z%Jb!W5wiIk;$8>|{<9gu)zejo3BPZysHxEaqc7QhZ>43KbSz*TddXzc8*J2FI6|`N
zbq2-AzQ0DYRk)Q5o_{1^6p5*7NlBc@f+$Eltv4%$NSrj<c2e#9dG>{B7L?`PcNp6K
zcuah_FUYxw?7rfUtbIaMVs7*mnFV;j4RT%*0$2XGh#SLp_V1G%0#9ZE26^tBnop^$
zP|&wY$3&O`xMc^78Nmg5&LvxBs}4_al~MnOjT>mlA?$_`e8b4O?%6IxZIMNyCh<jx
zVIxxM^9CDz+fr`v{yDd{2M*~?D`t$O2TO1DcM1<`;(=r>BqWiKZY((L>5%zz-d*bL
z=JNClLAFi&s8UbFd*=D_ahyp*R_T=h@A!;wPunw1?GLu(1y6(7HMd;H(!*St5m?<5
zq8wII(yOVh4%>-=1`f~1mr5Ia6}8E^WGG(MNr)!74+oZpPz-GQYPZ=8Hv<!E`kJBB
z;L~HW*ujMYn$;CNh3ScK;CGQ=Jk^ltV@Vx<o{v1_E))Rf*c2Pw>=HN2Rl%|+<MsHt
z;?{#(&CO5!LMG}EBz<<faY7_^)~cpzWQGa&>j)_cf#u)9w|I&YEjp0<D;v^AN|M2Y
z1v*PUNV}&zH2-Ly_rCD^KiMU)i6(s|4cc_|N9iVKcvU7W(wg;^AfL$7+d50?LKJt}
z{HwB1g4A}7b1n!|wjczRr{4{J&TV5d3C`O~_0@r#MJ(-0?WLg6N%npt&C&kj`X77p
zpi7QKOBMc#6r6tePNCBU=JJ39dn1>__<knN&X4vdyW?Vqhsi<7DG6_*9d;O)Cx$jR
zV`p7OL;2Mv=~CN9)_Z*>>bTPH4+TTEdaD_zxVW<)?QIUc9WG5In0$0Yz_e#RwM{ig
z!^jjF^n_ZuY-4R4eA&;=Yh2p8^zHuXzFN<{$?C3Q%={_N;hdLjzSV%tz_2i3jwF|#
zK0=K@-V%umSxy`#$Tcmg;=KO6fD<M7tLjsH#^R`lNB3J2`2Gw)h|~jkDTlAgvr_c#
zK8J?M$j^eeU8N4iMzlq#-2}RI$ObZxln<)cu0f~7G{^$xeG(r&xO+L6PY=~n!>dAe
z`C1ORi75#GWwqyg?0HzTH}&(NdpF3h{L#4SpCFf&*p;dR+fe>l|0>ICr!^SAP3=yD
z0(LSikXpup$N7zW8=D4~JI&Hh#kEo=hWYm4Few@lO%`Wr{FcIwGU;?0`#F5cOtAn;
z8wneqx<q8%{LHioy_+<3=3?q8kYQXu|H3U~Pz;`3%pE53U?ZjNLEUr?G+RXz=bLeP
z9(@(m78|(1W2<!=>&m7X0R(oD8#P8r5VlrD)q$06eaXKx&67YIS(jx<GO$DLLX9t`
zG;RIewW(9D-e$9Gb<qJmN{1U8JI?Ay*x466HxsR4Q-&e>PmhXJ{+a^5;H9yW%?lVn
zr0&q%=XeTv=dj4;PlbQ2p}&-3es~3&#QhZxy^I$_FbNjJnQw%g>vl~ApSH|7OxH<-
z?fgqV2_Dq(O&3sUE@$PLN;(S4kQ;TIE!eVC7@iL`IZdlDC#}eR0nXQieY<VPu_my9
zI$hPdblM!-QTz-<F12Z2z8T&L$spN`Mu=?fWtnnF!UVgMRhP^5GYrP-yq+P3&HP18
zz3j+cQhFs#+FSzWyT><p(#LrHN-6s6Oow+eH`WyUk_y_1v=d(;mTXzGHuwG`Z7hKr
zYtd-@P-RB;b9k<BDF`Huc0c-}bChqJjS^PWJ^846Gm||fiJW;+<S-%$lV~3je?PHn
zNwyaEis2(Kgj-(-2Z5goAhn9r`+W&laN5-^1!XJ;Y6AL*DFYQY|1;R_-1OkR5<}Ql
z?F+|Sw`6PQP?PeGv711jqub+cx{!iCaG45TH5#RhUaM79!<Fjk960PnChC2bJsXps
zv9wCxi^jLpFTCSUb&GcA2`1TZ=CHozDmKkZ$fAYlB(~Df99%OO&*B_mJ5?umGb(bE
zF74J?fkElr=(7-Ghb0svWYECA6)AJsO=F&uVxAL4%!%zzuECix*}Ef|^o}I#s;LNU
zS}sx!y#chfGGjUMhbw5E#O9K}V|j}C@Oj@tV#?xY`cxE?dD>^|4RJVO|5K|4aUOSj
z&X==#yiM*Jj^1YHCOJ@AW;kjvb;phveJvaGOSz=FT2`jO=11sH&K?Sd$kRY2Yz^}9
z$`5R=yK507lv1Ed@7t-CM?`oLrb1O33(jb;8<C(ap?B|j(l{Rcdx>&Xd_MZ4^5YpR
zv4X~K-r;*Tg^fCa|JCN`y@ZY|N!=4|c6JgsU05lQ3^Fq}h#Jkb&F~p&LuXK<GN^@z
zrAXpUa9FgK$@QAW`1}RWXbeMbq2KVz{!?J2klaEt1whN_n1)~_<T2cPF#G)yly3}v
zBput0riwO72xQKeC-Kav7SfDF?yC^AdxciCt^5x$=Xw#jIrW{1&w~Y-(yZ7ID0-;!
z7zv&sv8RBOZcUt<3BFPC3GuF;&o|pdot%Yhh%PuRq*XW+#qqD>IO}_Om|PIwxlobq
zNcn3n>;im}v)sc&n{H=ig_=hnqv{OXuq|}_F57j;+^061cP-~%Wm(1sTgC$K6@0`t
z`PF>X&2PPoV<wZ8YsjQz7=5^exyC*_vU#p$Y?3`k9D3NK#-x>hb=}f8gt@p3>^;{_
zr8?q&CI1ea@1$Xpk!H^=Ur3Cz!nOHzW3B5P4pXSNsmO(m-s=yVF5vKmUY#;2F5KK}
z(`RLT^SzW7wFkF8Qf`Y$_xS)_7V~Cwq_BVB^!UbU5eUv??0xHGBlZfz!2Y0+{veg@
zl#R~_%g!2~$1E`FV&ET8D@FuA&P$map_w~d#G#W!p$Rue)?%0MdbU8VqCH5mIkK__
z$laP3gc@2j|B(E10iyyBPbZ?HaXlM~HiFF2kI|!<BOCxE>1Nvb{BSynZy2mtGb+>(
zHzy8#UTL`0L2(}-ZDqg}VhUv4U@IS_@DUX<EzvBfE#HUZpAUx=bbH)ADgN8YZ+^~Q
ziOyMxwpwH*Xh`antPPdwXZfIB%Z*K}-D5YTIaq0LtIW3JpRk7*u8bcsdRg}j2nAMr
zW@3HS9Dvt@g8zQH96RX=SzEEZX-_`h1Z%Qgynvodz68*yHdGy5jCjnpUM6k%O3-fP
ze8BwFAvXT{1A^1azC=m7L;}TlogohE_v{6`T!ve`3qt=(`uu+{phs3uR7OwKb|xD*
z$Uy20rQhVoD_5u<vk4;du8<^$fR3eOmshkN|MsFXn$kZo+>_7@HW=Q=+)2_YFE5B-
zlaDZ@%+2)~`WJwsJx_OWGiKoXnzc|$He}bpVf|+VIxY7!e9?r6#qV5w5Fr;y@6?hp
z5J0#@F(s;9up=G>8N@psTd#PInKym&m{2yc0xb9+@mD;1c{;3C;BfYZ{D4)$eDQE4
zQb*$@h#iSa0e>8<I@C>Ui_{yG(H3DCsI!>-!xOrG-|mt>H~h-I&Mo9G;C=K9Na!%s
ziYWck$EJdRSD!J3heuboDyj8`_Bu8HgHia7g5$7B$ifH;bp_Hb{9shJ+{u?bONmKz
zd0z|_HAZ@{ccY@Enx|)o+kW9(!A&@tb+!|~Bt2brveyo_DrXLYStEbLFbDPnZ#&5&
zZ((GQ71%n|mSMz?c3+~FOpX~kq?=!#;R@?*#ohfA`vMnUk*mSxXC~_S7;L`<so>w6
zP2Wp%L|Zu-c7b6?>R)pswu(l3qfyD=Ap(Oc^P$lqZ=QnaQtL}Ngh@qytJ!oFmzD?_
zXcfhSfMS|ehnR^@`Q!H)4D7)EJxkZtdKLMJQ$ip&0)M0wZzL3NXxb<bpouXtl5l>{
zbIk!bq=Bxr@Ata=C{q##GOq1<yI#8oPpD#oO*w#pvQtpytCMs4^<)op$h4jh<Q}14
z_(yvXrQ5e2f&V)*TsXT+k72Qm4bOkf%0r6`SZU5sp;YHs5o+qS*NL0>lMI?D=cCq4
z-#jgxD_t;MP$SukjjqB;TCCx)UfqKBvc`^w4>9{^GjtLo<|=>v_cYK4hX7#wy}f=#
z)(vx=N`j%9-*L5;hjB<AC#l4E5w<K%d_#-_43trC2T@;#EKxc@<N_P|z;$CSDK%-v
zZ;Dm_BjQi12_#}5kTkOveaifR<tsWLT6jfLWJ?-p;ONhM%qia8yG<$Y`FV9bdAMD@
zn2BpBbG*(sBq&<4@_fLZff`r$$wO~C$JTXjCLV4JQbs<piEuMyoev?)_v|b`KQnS?
zXhK+~9r&!1qx)E1Qn?Ba{P7>&9zF%9!UD&$vB*xf$ZmwgnrL-W+JJ%5gdUcIWr{s$
zF`%4|n=od4h2?porD!YCKLLR;{12l`xQIV|gW*H5u?qzu4E}rjnuGu7AJTL7NHJ2m
z16+@9j~$<gec*C^<4EAL6-fRNbd>;qq-es0{qHC~y^{z$xOjM;8WZBs4V0XLS0%tN
z!P{JXfPtB-G@^@wNzAfLi?z6d!%P=!pXdAs=iaFuVNmqX;pwLY*VAkXF;@)3YNB6K
zA*Y>VfNzwQsc`ubHu1Bq$4XN+P~s<y#}e}4P2z5RlTlyVf%oW4fLjO9qi=$4C!M5%
zP!$<RS+5$r(tjmL<8z`a-`KD16-TOqB#M61cr4lBoetFSCr4~hr`QAuUDd&4fuB0)
zEqTgq--?$$by$@`Pt)CwiCqY{L<+FjMn|p|M99}I{3EzyLo3osP84!EnzV&E8}oG!
z;eRWp1p(#LK6HAz&bQWq?b3p6yK;JOhjGRs;5|k)yqalvg&s9|WX!omU#woHwJZr6
za0!SgNg4FJ^01Sw0j*l~cQ<4p9nz!Fkf@h$CqiC@@py1h_XzOH?E8H#e>9it)Usll
zsKkj);4RV8BO)xmG}EvK)5e&>3svzkPigCMVort7EB6>|a9F1-2O;z<#JpNVYwvXK
zSz$iv_>jXn3jg9=2CKNfbcgpiLR!rjTa079qt-CO4ug)$-MtjBV4Ivdo!ZuB0!@*p
zvAyIU^jS!()>p<-P()i(GhYl6(JCBa$S^}kpt}06$fyJk5qwm7O+c_OdP}ooVv0}-
zrRQ!GyH(PsPm#`p9-P?f>ydz!nJjFahj2zEZ%4yRrgC~l%}5}|bG5g#RP5i{F1<xh
zXLiO$Ea)_4ZhXt)7-}C5mZBkvDVCXi%eMA&b;%BRAuB1BnaJR@fIqo&a|FbcAsYm$
z0!`Z+_EP?z(Ed~GRw3yO+)n-5HY2C=Memev9>O5&+u|Wv#@nn+)JtAsG-j}6rZ)DA
z5T#P9;jQ)%$5uEVTWc9Pd<6n&en=E(fwGxtT>(+Z_#OFU83VRjt|Z|5K<Oc#YbL9#
zM2B9Y+hnu++IIODhxOp)@Lwj(ux7)ie$yUI2}QfLCt7d@GWRD($hgFExG>p1#>Vf|
z%DRb9d{cp|7AFqln;8OiFUI8`0xXrgdEl0^OHAn`*sWdu$HAeNJ9d0p+*~?gLfkf5
z9&LG;dT*P0Nwk=Yr0YLxI`0qs6J*}=$Novt^J)x0fishpjI?!oZvg8l`#H#bY6t7M
z{>s$vIgKK_HOUR>Vz3}-VcHSDtRs3r;KT}QZ4g0~P;iP!X2Zq>SnQ=uB*beiDYzol
zL%gRVwH(?x;BaL49!MM=*TaT;5MbA<c(&HaUvy|UznPMh-85WZT9Ep~n7*IR$va26
z9eXW-F96sIS2zoYgFd}D8!(LtnvZypg0j{fYMvVy`KKhwy_BJTIOH@+%w@?zPL!iP
zUMHffHw1Oe2?LoUlb$I7(+qM06m)KnK(I)RN5tRlh&g}dox>{0W~=hbRjjt+^%S$p
z4M9QFW&9JNSBUW+TWP9{M7z#nRa?|`De^>v7%SNN?gZOcd`JOz33n69fd;dNLEgBG
z6pl7gtJn=tMSnv6%A6LrO~FkVFOyG)rVVs_DaZJH;xkkOMMp5eNrZ33n`WI!G!epg
zpg1dUaBbexg6E)<I0G7dW=z*#n}XC<Oo($%A-#tUZIg{USrnxE)`2Ky1lt+J1Fl+R
z92OU<WOE`*t<hlO<>*;Ra<)g?J8tmn1qr)^TJP0hvWGUY$Euam3oKv=85BL<i8Mp5
ziQ8cy^o!BDoc&W&qSJy+VMxRMOTJqiFi1oU_5;LR+~RE*q+n~x_cs0-SF5SY`BT~`
z19ptujai&1E$VBxunr5)a}Z}N!b|o+Ac>bzXNOTk1^t8RzD2IN8tsuro3=v}qfz5>
z@1MdL5%MhNgIw68X2p`!06oqXoUQRXL7vg?q(^c4XXWTP*aB1K^UI90kU9T0QwSsj
z@2iRY#(kj;OqxE_x{8Z18I+@pK&;1J!9u+F#vrRwK-5wc?LQLC?bya)drc5J7#`(G
z$WWMM!LUV_4;;Uz%7D?j&m&+H)3G@`M(sn9N{I)#m?4G=izWSoee|r=!H#OM#@7(x
z;4@7Izs4=*<x#D+r46WCt&oZ?yFEptxfm-)#$3z3wyo?~q=g@b#?QcW`{en{qzww?
z%t#pDH<{Kcp1Y$+uqs=MY+5oRa`)R(rkt<y-6EEs!QjC(3JtBbo#R?0CT?@{2u5kO
z!SQ%wtxnG*bVA8GGi?|iWBzt=`M%vY+7TryTY4Q*@v(G2HGi%9Mp@ykAz1t%=cR;0
zVE&FFL=sD9hg4M9tvGAx^7YHK28I0>3gg#|HM)xb-T{<hKQfgrfcd}iQ+S)g8s4Em
z<Wv>q<rU?HgHSwb`2--J(<EY9XrjCWU6muaKVT}dBUxIsn5rrS@_<aHo{>lbQ7FRK
z28RXIct{AnQJUvtyi&8nPda=NJ<8Qbr9V~bbSWNwYt+)CPIKtM$NYc+a3T5XFA;qO
znT)r1L$L%+;-U+et0r~2CmH8Dsy9mG5wERny^yRhsCHsEAPYoLq5tMaVSJ~B0005+
z*K**VYTb=kP>2yVCgF<x(m{(Re2hM)m<7lzjmq;N5@T4FA;0KExQGPL8mNT{$<3iC
z4Z{&S)qK;A^@SzdVPy%_H{XhXb4h3KBOto+sZ!{}7bi^8jXBz?&@7!;X2n@5dqEp(
z?wX+TmZoW>oG(VeAo7%vi1o57j|Ng}(M~GWABgNEvNk44Hq_B`2s)63M<V~2PqV7r
z5X38YI{Gy5I_mc5$n;+(cS(_wlr64+@x>pOn^Q@1>e;9^Kob<GY=S9iNWmC0Ll!eb
zM^ic=9SxYEgK{*HKiXqGNc_(V;k^2(qFlFtlFe+H5N@z*RA=NSW`RlY`4=k7N0hLI
z4TOw0xEc}n2%<ko0K7{~^KXgeK@*)UqC)IAGP@|0#tV@d$DyDCPqXKO+Z!j4E3IcB
zY4{jyfjocwf1xG`aqu>vm*q2CY!D33lwxIGwN`H=xT8Vp8JBT|2#}Z1g$Y0v%EzLK
z(vlkPnpir}i$~kr51+DH&QX5Hl1|kEfNQ)khj`N{{{ai~u5^hFkO$7%xBo*_GLryE
zvs?HkxMSUcsf#62HvSh~>BiAcM?qD7!dPm9EFfx*nPxpqOwFWjY3wk59$&opG4i|w
zQJ<RGsm6L(I<*PhqNjA<z7+(yce=ZdfCr(>e>7K#Uz*NCEm7+`RiJUUUc|(<L%lfn
zkOFy5_x*(53IVz6AweO@u0NdIoX0U^A}FJ!copdUK=Dt>jAz*2TeFQjkJu2_xUL1t
zz{{#zbAA*y%Bw_>cU+5ySDrA?T;Ja;L|Z<^HJLdS9lIdcA13uQe0piR7qAUsdhSiV
zd%M^orr07u6I_#Y1U&ax{6Lh0bkqch0ETOAK#wzX=_~3)&8LYZ#qXcQps1j75UT<a
z6%ducyee|>JsWJt?##H#f-t3GMQ)x02t>r0Z>6+}f6`<Pbj^J~<^b(d+!un|j}mjb
zRgs%V`x0hv&48yIN81<x=K1CsOo?}RR8Swm7e!7#7e8qwl^xeVXY$1X3bhgMw`m1c
z47OOkHK48%J`(cceNW`@>)9#Aa3@8?Y<B+NN(GO(6Z7Gi)o?(Zi540HgSLsb=wYzY
zMd}@VOtE<J_i<Uq$3+uP|9lz!Oz&~Z4>8``+9RKBny<HA<j3$S<a!_~0xqjS<0GPD
z9}qsYxr*K+2PJN=aCG~3j(Fy%2n?*En(aa?Um-AQ`J?uKD?zGPM@fQ<OmgDR27~On
zElO<kJv%-mh3C*!oUw!q8$=9+k5$KL5)Z<_Uxp>x^u<pSYW0m34(cX0YSH^;a~So(
zBNkY1aRG(|!_LWyd;|QKD2Gu8snjX$RAG3WoVX~Y#_Nz7Yo><{+9R7iCQHm9&TAEi
zP2P+Lf#E53w89%IfcCQ+0?ZEZm5{4Aa~F~%8T|!&p8U{fny_E~u-b450P%A&Oa))u
z3CKz9?v-M47bvRPrfDUnShDm|8H0K)#{G|vL5<_IP$z%KONsP7CzYhyOMJ-SwL?dN
z^vFFY(?_xCqS!!b!$|*7J;9oYJ=9yW&q0YMa>ft2=4f=!>N#9Rwsl`!_aM`1ae5;v
z!-NXB>72N2GqHp%=hX*8YrMt_hS7H((H|8bm@|)(9h(wk6j$y0!zB1{LEfV)4UI6-
zK12B%Wz!B0YZZLHun8T%Az^<_7IPv%KC|E-lFz1p92$-(vXN#e@LpCbs{BWqc@%)`
zro65E59b2Ad}6eiQuu@l4fy;oPic0@r^twakhqZfEHQ`n?f<4JBMRu|>U{f%aomoo
z`>ZSuNmH|X#ixvKLEdpH^*Y%K*Y_eOupb^NQGi%34f|$C3)p$UdUzR<KMox#Xdh<5
zxsRAj_-Otv>VfGgbvfhSk$4|eUzNY0)8S@`98-yj9N*2RGXKL{$`Kr2)2iL83upI_
z%6o7!7WoHH^mo#79D0Bc`W~_>fT2SqR2`C&>BX3|HJwWPAT#Hn7sI<~Xf9)T9e+Rx
zGXpN&9*Tl4f>5@IA9!LP&U5~UIDT{~5aZG<d*F1ZBqnHSh+e>9l@TGgrk=llDPX<q
zHw+N}D+IpHv40!@{Zg~D{W~-z1&~$wL&%gJmBKirHP?UiBmUyp>8_s?4DVtR@-!0i
zzJ+lE2g)3xuf({SCJQX(^8^ub)LqH0ModXR`yqPv!|GTuU^*XVM$GsPESMuwQkwJF
z!WyE4{gYDvA(01<)h>P)TOfJ(I33F%0;Cv9<#ViEJBG{jOJoftAFq?Fy#Bx&M52xl
zh9o!KF%7ev6J`uFa?WdNE^B$I*ZC6qlL}gK6+cT@A@^9_`lny^PV5-{D@{0^e2>%Y
zf0@mAWIZLm*t8s_NG%r&2952sN|invSe5oDW60}~;Oqmrekag^*tRFvfELH8TMoGR
zNsS?E{>v@*Ts|x!kJSQ^ZOQVBFSFTmy!GW|79cHMHgR0QOeqqZ7!gb|(87;)bc}Cb
zVr<-S8h3Ee)7LAC59tf-kjKQqY{QTBgMK#X{}5x;L`QY%qk}D{rSdtaEmfzlu*CFq
zhrRqY|KWX$q0(T5wY;MhI7iV2289R-(>io>fCdqOd>Jp`q70LnN}mCPUa4OAgg6va
zzrDRNA${YUzvC=`#@itwLv#;y*eNuJ3g}`&EX<=BdcNiTlNB0YIdWIOlI4hK?(K|k
zFrzO@+;OjemCrsqHqh`p|8i$y&7jZLe*x!Z=ny1JlJUiaae)hAxK#1uQ#zV=(fUw-
zW*l1M$O&^qDyDi~{#S#%N9QEp?HJjP-p^KoO2DPp`ja^twUEif$6LBMYiHgH$aRqI
zFPkIgWcRyruZbUrwSNZ&(UrIq@c6GTrL0Ns#DW3`5Y>d8Y&e`#md${sb^$f}6_V`#
zvS_1q$0-Y0#5JlY&*V4g+2WBsKm;Gt<<6Q})C>vFgF!_K7*8g^35QBOEdb4fgpXGq
zP~}Nuh`iLguU0(e?e%{$r32#27t6Q{DXHv;jxtohuAb2#%lq3~&Coi6E9h4K!8-n$
zV)>fH8kVY^W|!izXpLhYOJ?1soT-%sxx2Wc_}1rwc3%<-b)h3oc41Hc#!fiaWK6^Y
zpv7iVQsR-(p8PBfO}$(vrb#7u=-<)fZTo+u9QNi8x_;(ovWI>a*{l0$mC0DXL|6{?
zD{d*zJuH1Nf5jpTwliCBm{|awaFbswaY%zf9sCKRg1Nk6mCS^(cmI<N{X)n-r8#No
zkF1M_(9?nh(QvX^z1#_~V54|j*%BLTSmk@`Kl4A_+2q-eH=0f7EYChZm$RbFA-b{F
z3f@=FE}yaM<8&&X(z4lH3_UnF<S;>oF3x;5YuW1CE-`wv-2_@MmpS>_JE#;TZi{hV
zik{*aOlGsq#pX&OIp#^UH@%CYWkB|HM4QH`!^oY@dp^ZY4xV$)U00iV*QHqDWiQ8m
zL^VPnqDR61L|omStP4#OnhsMd!#yl|7;c3o0`L!Rej#6@$76r%Q3G@}C1UW+k`70s
zzleVO4tzX1CVX|eOdB}zzua8@k^i22Z~^hSu>8_D44*AU!Z8mJ6Ewns5!vg#7qYrN
zkt><rm?VqQCoz}6SI}0SFX$uzeu=yY+T=K#TFV_;T7QGx;PaC}di3$xRk!4=R09^u
zKn{t$El7uy9+c}1HXBXDC+~Lugb`5xGd2kl5eX6y+6X@&8^VH3)M0j@t;0?WQkC8P
z$Ac&990i-y|Gl{e0<p#;JR`rwA-V6D(&pHA%7_97XC&tJ1LA)?SP^~E;Yj>ei#qZE
zHc=Xyc`cZJXk!uRNK;T1Khqpqdu{!f7nM766hMzp>in2JQj4{%wq+YSSU{n@Y)!=1
zZzq{uc1VXd4>$6&@$87A=Wvd=Y0%Bbe!wuG)uGN<_Sc`%t{uW<hJao!O9-^gM6+$l
zwzO|0w?9e>MO%b_e5Q&E{~<h?P2#z5SVHG9tVX*Erq(;s!pI8fjQT+(tN^71TeZf0
z1>`Sd3FMz~b`9+$>xs5EnqB&~RM@xH2ly(?A;)=mMWYv^e6dknR{dL@9}!J_AxA%i
zIA6FTs4--tQnXTnsi*;m@&DyC3*yvOWMCVtux4~U;5An;qaj;cZwcNJH@kUezd%m(
z%g-Hsx*W-V3l(^4{L1%Sb?5tkvP;;R|G{QL&CDD58QL@7M_ut>k7Z*i9M%P7;R?a(
zBraT}Hqmr=@1V83I}2LRicM@*4Ct$<Bl^nplyUApvT9@3x;LY&H;E)DqkS$?^wg0j
z-fO++mMF%~IY0PEx@Lu(%vMaI1UkXGvsb#H9=o$)n_hC7^rm@mB>l3TG#l<=o&z~@
zdyTJF2a?s9I#NG!trqQ|;-|i@NYl90r)sNuACR9Qxzs<4nCC#e(Af7oWH&2<pyDq$
z4I9V)6!tZ^BlWd<#O>^dU26MueO4BR^y!g*=IrL@zM>JNZAW0LBzx#D6?fREia6$W
zZO)9B^oWztvX62+(_8f-Z|k2UT{y@=oM`Kg$77A!+Z}tCvP#nCEw#RLfF5ANgn&Qj
z1DM>jiD5h@K_{%03H`!<(DC4~6tx2qmN@2IT5|SBo^-P?CiIGgHv#SPpgh143-+TV
z)i~xTIl(fH7)7V()0!?kjlOd>HgDn1^;nAq_K}leuXmm=)#R;W!xlKvz@0B4UZ{^H
zZP~sPbuC4%eZ^q#3jnUq;o^#|oe~L&@I#l5_|@)9m~W+NSU5L;Gw0~IcPZISg_nh!
zg{^Qg=K(q;J&|p0ke{4drOQG2H)*Wkaedc);Q$W@T((?b=Xa)I@|EEOgPXPrLMQxW
z!G&Ey&~=go)F)=7$dQPl2!n`X?x6Dcf3Ti~${Qx#C9)B_tF}){TnH-+nK-ToRxH?O
z2R}lz+TFMDKh#J?(NVaSd1v`?%;L&Y-A?$Re@{+rlOx=F@Ze7_euUoX8WQT%;Gh!E
z>;mobjfv0R<hD5oL>}OQ^nQbK+}pU3KS^mdcJYaDW{vq^_(%woBYe3S7z<3+3lL})
zgS=re_N@LUB`o)rT6Vb7Y-wfHhOc;M+o?|2T|3lx#*-uKIIBb^!a3j1@A7Gd6&P3c
zAN5$2U8yX7U-i%7lTp=*NN>QnIX%D-<eY#Y$CT?$>kVsO&)Cc+U7OldnsmD{OpT!b
zSbej(APcM+D&dgR!Pel*Z?XdwFh^amKwkNnD0YV^J;t)-kAC!8X?j1Y%1%j7^o9eO
z!V&V$c^!tu0@8*FLctfq6HA(DF<d<U{Fm&t=T}P5PTdYl>!s{y3$0`G2At_lK$#EO
zbu4g!n9ch9Attg6GT`9cFi0xk!QsVgu{a{^V)Fha?6jIEG$*ZwD8p?i%aH<pICBvt
z6DZlx?k-lwXnW4K!lp=;{;0iS{H^^&2mgkimB?`Ghz<2ys3Si~V`wr->r~yqG|rT6
zpi5RBmF{m3w5<|^`Cc_@WURC(@&~*3QrXU>8euw;8Mo7&<_t^M&T*eRa>_K<>MYRC
zt?^B8*eD=F42Lydu<AgTfiiwJN49jJNi<5=4@||8vwt_!s#1rMniHkFKS~~+_g%Zh
zV=tS2uzw$XY)`9UxaDSd`fiZpR&sjkQRfpfy1vQml#1!`8}oNl_5;f4=;-;SCD5%U
zfSE_jBLI^rCIH)cBkxMC%~s_*KD?tSUK_enS-xDx92)LNxIzxg=_rg>PcXyeA9C-P
z?2c<qW3^*65hfpbow`2tTm9toom~MRdpetT%*RS|Vn3kbPx`}c8I6g=krr$%MPSU(
zX5lHWC9;kKARxP)DOWIf9K~_w=W(QcN!eR8!=E>ozW=>{M4uKnG}lg|zw~$>Ed>`;
z=9t{~0vo8$sSD>OzcNnKVw%YF^`}Ehgoqc&b>bBZDhk6kFrp#hFnAes&}b4Ze^eUn
zQJ6X|CuVUUyxl6_+R$_uOHZ+t)u&pDL8satPYknQ9|l(AS5WZ}pIiMeYp2JQ?3b7Y
zqqJ4aW$c2DPdZ%A7O0J;#(AMaV)=B(hMn!|W$8g3KSLZ|nZaKsoHLn23cLF#CZhVx
z4Kh24Ry&^c6F6yYY@8Rt@J|CwI3(49faa|ly}z3!aIkS-I4ByvUnp>}X*IDkry7Pv
zI|!Dg?*(btd{6FC*xMP2vE{sXFV<?|sj9a9evZXg!6QW&9qH$~u>$Y(ojWR1gA@9(
z7Dv7gegPKP;*-+iv%0JgGBHJ8kcol063T|mjX`xVSFkpVscr#DAT0uZ9B(3j)NQa~
zftkk(nneTln{x{~V7h+){so_4frD|l{wnQ$VTvp_#X<T3VtFq{HSlAc_O?p0u>u*Z
z3I}@dZCNWP;%Hs0_y1EhLY!*>n4FqRy8hQnK;QqVbE)OR42FO$n4nl;iCqCJi`pI4
zaKK)~Egm*%!W&|gBv9hwZ>jIJI@q8-IVDu`?1rX{?2BzVt_>_7*d2WMEW*<{udJ=j
z?~3nx-4o~7;qZ<$*%Zyfv_y|{C!z{$A9Qr2DgDDUu`;S5KRin;z~tBz<bXR9vML=>
z#FWPaf!P~E{dN<eJl@OdK>jij1Y}Xml+s9D<_6R5zSGY!rybSC1N1J}*8YOiX0u{>
zOZf3gjOmV)@=Q9plx@wL{v{_`iGHiD-KOgF0X)XfHvgp*?||Bh5YsTh|0W{rS4ta#
zg>y#Zh2HV_BY9m8rVW5>DitVB8bj~(5bVbv2=E+$n+TKRdRD7jQ0bO%Ea`)NtG3gw
zB*@#)(?nyWhu2&&dDNQD|7GCJ$|kl{VwR1fXuHL7+Ahis5NQ%gNC;B}$zU%mvLJJ!
z4nP%{S8iZq&zt<bp3px=Z|TJ3_G*5A=Kc(P7HsImy&=1Hqipy3^=BhLtt_fEc&+=9
zeV!gFIJeu1y5}rf?S}t=1{datKI*p&(xdp@!mi)cRu_1AGN}eJe#G}aE7nQgc3%^W
z+4aO+AvUxsQg2tL4ete+8v--nTG3g)v#C1k&p<olRIp)|JlvS{Kf8<0x`zUX(74K-
zxG3b^%YW3&7zF08FM+|dc?TTkP;YX3K;Smw%<T=o%-`SI-hZij@cn_zQ9vpnI?8TC
z*=V`Rpr_@5+*!DU3{0@`lmtdd5n(1(8MhJTkF*b#7>rN{jV0j0OPQCm+ebAYy&Qja
zc=66%N6{bVtg(E(OV21)jxfpxr>z)>NZhWp4|VIsi4q`6nSj6g9SWRPN{U3#X_ZH~
z?IxYf**6YohVmayS$l=rBgnI4Wh-1=<p)Da2<@0CE}nZdu~w-)bJ6Rz*=>&kj#kSG
zpJesRo)yEKzo&%*y(^SnzK^L&A8*yMlzq(~-k!oR+f+;2`NQ3cJfjT9ZB04BJ+PZR
z=rphJJdFK}M(sb7=Q&{7%l_@)fb{3-uFoogyAw{Ps%|~rTb5N-Tszuwq+))_@SpiF
z%t<Q<vQ+j5w{EF3(u}C?v1sn)rZ;S)ABf4rcYaQ6hz4OhZKer0EgQ2D9<>!KQjgk4
zn7=(b^y?2c4&nrOc5#y4Fkl7#uvgt8%-Y|kt>0Kt4O>fq2k-8B9q%t7<L&h7Z+8;&
z=lb>Avm>t;;SOKg;d`DbsXi&RdrXu!l};HX$|GwzJ{QO+((<yF_r^!$*JzHu=ge@F
zz3QjQ*hzuJ<R=(gR*)bcVclTUR-Rj9N3JBMww1No{4*{z^%l5a$Y$$CtG#`<8F>r$
zK?;Z)5{l*1+-V^n;ty7w>?HQ!Om}=qB<2U9{A5i;f{$Lfew>oU+9TwC{5~#zE~p{H
zp4&`~mFP8VP5Of)t1#Ln#OU;$uh>N&l{aHHb1N8xRo5>4JGCmK&PtS|f))vSYH3zm
z95JFhHp&lYC<L=0HvS0EfYxuy`aB@4!vTL?+RmlmxH|E=dQ2$j_dNFRh1JKx@qzIQ
zsb=QN*<E1!WtASnA43aG+VTW!eq_YN5^3_G6RZf;$1IVbaXruDUWL`8H$b1M0nMO#
z?o9dn_Af8vuJe<Ah|i$M!+M%A#?rIxAo936i&{SujmbwqL9O*aCH-K{R<Jrwy(+^}
z!tc@BWJ6)e>^`Y<p5I@1q~mozX6fZVLYVy4-RPRZhFVVxXsp@FR*%)!sHg5r<1%xv
zZ&CXSv?l5AUx(i|VR)O)_($YLYD~k;rL1mpRwb8K&{$GxkKu*JeNk=TlM6KFjhgwv
z9DM7-C&yaS7q!TTt{({nd1z%*74(}-zF8)w!?eEys=se&uYZ#}+->|^vb6neeEZut
zIi9Ojim9=-Tr2Rf%6I0ta(+Z8K5Dit_>J<B-9HHAL;k8WweMd%9#`Y9BJ>jY1g`n2
zyBKwZh}#{%^UXWsb)knBKiYQ$y85$4P&Q7Z`%v{$Flp+Z16Z&&!P+WK-HX1_1^(%*
zlSKq9@=;HVQyTm(Cb;G%nEA!#8IGv$r;3%cRSjkh(sJBQl21zFgjgTI+ax=#$B!=s
zFf-d<y}0XD2Ys_yg{3PjNlhUAd>VfBMsS0NJ-6tXG4I%7_TFsI{oO_7y|(fLcaX3)
zJ?EG-etTxzrW3D6k3hY?165X%+{RO$s$%q`T0zmhE3ZGMOm8i%sPsc*YAl#iEGmuD
zTk}JS`Xy4rzLQ?Pu;=A+PK2!L>ID{D{|iI#$?JyX)mmBapM24%BBG_bO>|8_k5LS_
zZwC9fj`>?7^RAiIE*;CYP2IOK;;Jn&61fV3^Wv)Wma1I}JJU>cY7?7sLBNb2<2<ZY
zf0!V7>oJbn<MD@&>r{~s6M}9%4pswtyKrtlVUYGvs6E#Y<GOR9Z+y)X-Ql;uONB0b
z%m?<E{r1&L6FFAn#AIK$M_sd8vkIx*5nkt$-N|W)Bs2*n=sEQp`we*SUNd|`V4_~B
zAs2)z;gXX%2KTza!Xm~QB96elW~ih76z^ISDjWCe1>6XmXDRNWT5J_?13BQUhNZ&X
z%Q&>}t2?l0HCK)7*J`Qk8uE7FYkH~ifG?IQPPC0r269x0kC!Y=0^h0D1GnYB2G_e*
zRA@<b2Tp-^y(sgY+}JO-s<`Xm@_<2l37iwDc?qn@t56D8oz9HNm&Bi7sCQA9;ZEVQ
zPSyb74;A!J74#2<xgRp<AH&l>W#*=rf?stJDg*E7A|&n_WL03l#|y`M1%nBE9`+%b
zx6`L;)DXgmrlS9t=zSQxG(Pc}fBZD;riEGB5#3tvnqT*?ssbwpLx?Y&eh6eI#}VTB
zQQTtpi=T~);I^E0WRk*?5GUZIBD*Gd_NqIx-}f7CFA2T)K3z4~#PxR18QY+Yy-ay?
zac+Ol2Ur{>%WWcrYmziys3!3RS60<Tj@RHe-og&aq~EWT2BixJr6<26m?k7i7E&Ti
zGz#M<NQi%bv%`s>goSsKKZ<4PG8r~w0S{}t2z)ot_?_AZ<!sHD(|W0?;#Ob8^V9W8
z<5jGF2qY($zE=jrRV|hhT?&FNTC(6xs?0%i&+3j?PBhd7*Z2G#e^+3gAyAh)-WTuq
zo(FF}d$@x)xZaUw*)J=vyV4UjYQ1kW_s^!&$n9=d%T18De}B5|U_1%?h9Y}PWKu-O
zs<e=3XkH#^Ka_u{7qHPR@%@90h?$mY>EDOtdPUYzjIh?qrhD}8v~exa<ZA>RXS=lW
zja=`{H2|_*bCF4!d%!O5CedME)hG5P63m@l{q{25(*>E{F88|9Sv63HH*VDJ3Rd+L
z>+S1AVvn!6pKH`W3I<<(#_}YG8i-Ydz};0Y_EUAJNW%9<Sh!pgqh?s-(-6X^vI=0P
zQ}D%CB<odI=Fh^2&kZ%7o9aS@1=kX2hu@InFwD(Nx32}QV#-LT?H#9rp96}bm<1zE
zYrejy{o2ue#}WIw+f;U*44UYIf391^S8F-LxdxTDxweA7T5ViLXB!%(tmw(iiGW42
zT_sU(|03DoLCALz*WdlKh|3+{a5GP9A@I+!T%sepHUI<^VD*>WpAnPf`TLDHq(9Fc
z*4y|_&MP8mOZ5}V{yk-fEwH67q^ZWAo8j!4gY1%)LoX&ey7R)A@^q-n+2Xf>Wf$6C
zI^Bwq$j{umw_9fdxPcDqT`>Afa=|smQZ;6Q7tDN=4)gj7$bvDO+(^%>s4G|0m%f}O
zbgUhJc!AlTocdZ(=ap*0tL{*xyI{pl6u8$m?|5IBwEFb2d?b;t3Q7tkmk>WwZ98p#
z>1mi)fZWrF%O<<lM3jDPFwM`yUQeSusbZJ|+ZV(oRky2%HM8h6^WJ;$olP!^QFN7C
z(&}H_$%*h%npv#}AOPG5fB<kKV5wT2oHP#o(y7C5lZT|TyQDyHDQ#~zo{rwK&D44Q
zhQ(tL>Xvvvk<?32>~e&V%V!_=wPo)<EVRw;miqTx=GAtD=3e>1G7dv~?%=O?&m*rg
z;VcE@tz2O-WsFm&31jtoQ2o&HF=hY_V$8n(x805T236;L<cy22mh7kf*IjyopDJJH
z7TFBySPtpB?%}*qD}|Bc$$;3~xis2qAbl5LAn@aet4-(?%G`T_BifXK*NQXM7N0!v
zaXEL@odwt1758#@_%9IrL#|4Q<y6mi!ZzMMWs!c;{gx)G7eT}HHfIi4;;i|0P_qjo
zyp26FC|q1H1lVCq&FUoW5Z6^)?L@NonU`@gFDGfpB~kgbL_Ndd%v0bZ?(SbOQT3IP
zg>$mMj_<Qj7g}-3wMEtF`|!v}Hq^JTA~ZNt_^P<XT|z`$LR#w9#`k=JmIA)Ek4D)2
z?BRGCN&s8!{jC!B{r<sZtjMIB$mI8;q007+)g6aMO=MAVlq7f9FQB@CEf>rDV7{$G
zX<;2XE(<UHmK$KuB~pCF#Kkz#n3>7>H7z*8`~)To?rrbIMLg)DuN-B4n$pb<lkR1p
zQ*-(;tERYD`P$c37T6!K!ZiWe__66`O4lGZY}Xd)s-<sLEvY}4ce!hEK<IMhSAX$1
z_|{~8u$REutFC_WRT}i*$)p`qQ(a;mRr9~+ZoCC1mnfH#JRvTeBYOSLyc-x@rEUsB
zvSv|ZVt5}EI$*=_fjZ20F1Kyr3EZD5*pKqImdN;1Xq_i0^CSRGZ#BEiiJ3OU)D!R9
z-!J^GO*WP@jQW+?{^lsDNp0_{mZ19C)goOVS&VVWeR@d4ZsGh&#FfgZBoD$@Zl6U2
zRtwwa!|&4HlX-gY&C^>lq$HB%JfD?eI!5W=KPvaMap$Zd4%!6!2hx*<pI0Uzi4cAq
z1LVeo!{Ry=@ZYVLFBPNOsR|D#(<)}={TO!qqcHLwwm}Kn?ycp6DFumax-kp0p$(RG
zUn6^dqtdk&%she2_?l5^YQAHI_5;lCL*{Bsh~6d>TkJcnFL1D@eG=c<w6aAr%(evC
z5e=AJeOMYKV0-Q?^}`BLX0;CiF0WrvWL(Lpz!RC4fBDk6BIuXp2Tc}H=Kz&Iy{2#O
z=gz!kSlOrR=oL3WlG>5YZAHg3Fl-DLZdfI#>uL;X$0`LXr4is!i-kn^XzI7PGWfbS
z@cE5PNAPiq#>tTer{%HV!Agkv=u&(YUm=BDNt{YN>`rp6OAo5zJ@fcdf961QFEQRA
z4WX8|r}M~%zV}u0S?}`|GX|bnb23B8)%UpHWPJ${nI!(`p(`L5?Bo0PzM!B~joy4r
zmuO;&48vG}_v?CosZZ|Um34xY$h5O}v~n^s=0UrX>4+*ERfOh}M$@e~DjA7K&#jdH
z9!lqdCwHg**tkpI_E|(TD2X%EI+X7xfxQofDOph0fE=k}F&sLn+U;{~)KWh2oIm!i
z3Wth6vHyTb;aOKDPo+HGr&15_nr;(|(bGko`I#<p?XHf&>aTXZFR5J;cFFKO8J@t5
zVr)2g+7;&L6J+`6`3CH)_wS(*`uH~6@)l*s3}=%0hnMUV(_llg2M}St7t)Si)}$=N
zG}O2KWe2WxMx0I3h_#O+U~Sg$#>J8<zK+*AxUof)d+}91!mZYz3T5>>66@0oe3__w
z@E$)Pytz!Z+(;Al)B+_LYCNeuZZ^^#U3*gH>*Rh$MnWmvX~V59nomQnY6S<5n%|_u
zHE;htt+p2U%;gn~^j27ZDIec@V1q^t+H7=V-f72#UFtz-{Q|C|4@FjuRSEpZFw0#?
z(`wYiyI-W;Dwl9ysSA_X7+}@fCw1c)W`<{ki=E#U$FsO7KS=yNm5CP!BNXqxOzFar
zB$7B>@A6}$Fh!TXF~v4u$tsJwee@&ndPXQ=d16J1ESQZxg4DGNH#n2pbr(0n;Dg3j
z0%~Z&vPQ>+Wmn4aOzOg2+(HABM2GpG?Y~gj>bVgnY^eoY%my+HB<aM7)gQaGzGpLd
zwCL5%<cu!$X7)7~3^7NGQ^_RL<b=6CjCw|YTMVN+_E0SY&RQYHhD~d?%q3hYDU4X$
zW}GxCoz04f+xegT(b~$YQxKvfGF4+Fn6(!$&9H_Q>9^()w{{isO_7FmdNt`L<Tm81
zwzX+_cYZ+3t0Ck_n>47aH8`8<b%L~6{1$nfhF_9Pk%hGcH{d2oKfNm^09F|n;5{Wk
zJ8$U7K9KwYu`a`Nru<xaPaK}^p(p}B@jVp4ybH8}rCq#$npGk_Iq03FpWYc?B8q^1
zFvt_4k9ZW)7~FJ6`1>*$PS?&1^aF4>az(PRXScmI_0?YXTExd86tCkIfvcyXVotsX
zANeq(Rkx7wt9uHe$JF)Fl{u=g-%*DFX)HIpA$%(W*)j9-SvV_mtd<UIWv`r9dnPUt
z=iZlXBf^TAoQ|6&z^@(x?;4)f9_nA$drmhYX%_lN<9LnkkKC(2R;$G&Rc5!fwP<<!
z_$At8vNYBW(=i*}1Dk<l2iiGp%HD1usvXCbN}v~azaEynO^!<wcD;B=$?(gnjN+4X
z`!kAgobt98zt9h+t;Wq2ZdBd#_P`uO+_>*?52bVZ5_m2YI#sXbtwDcb+>@ve8fcIv
zL>>At>{(C)o-mmyFqW)BQh-AmPbCVa9px*G$<1{b2^MYVS(RmoEU|#4<PW%2!zw59
zI{Ig;$1=d_7Pp9c=R^A)Zbfh<NtY1_5J}(wGohEf{=|<jxMsXh;Ys_u=cDEdx_YZO
z!A9gRL)41>6~YweI9H0VxGPz3<J`I>|APn{ix_COe>d8uu|pXq^(3^n$nfKE3(}yU
zQve;BIonoNdA|DGm8ysMK<)lLel4)?tZ%jGL)Az_9|rdoCJkuN-(2Omaxwb+p7_fb
z_%F(Xjeqe!nU-EWf)G5SV;{l`=NoTT&LbngZPmR{ZoU`W?Rh9G@KV1^&-9i&q!Gto
zTR0I*Bm2Vb2F@gn+^**#t-;WVdJS(4h6})q`ji6g(+Z?2ZmJ9$OdHFYuv2gDVguP=
zC*Fa#i9etITB}xx%0-&?8M9IY7aD{SYGr3S!mkBhpeAXfzn#iV2IS)7M}Chu`63R|
zlltPPI6U!H>pzT4(w{uXJfcFVB0cy98Tkg!@3ykTJ?qmR^K8UoRt&!M?}ep}bh6)K
z+m(Mt9=ggW*MVcxS44cykI+uAFUKaO`?*1Gq+Iu%@7iy|7t(GHdA|g}Qb*AVh0470
z16Fy_4avDS_&^;;m;C*`tiJd27EA^=xLePYd^$rB$Gc|oWRwioIO&$sA?8j!JCRuc
zakU4na+x}-2?AlKKyl(&q?c3^Bp;Hr1&T}xC$4<!?D}3UZMtppotHH5QAB-UE3Q!D
z3K`CpLa#AG5fa?zF`!wEvKlp&H(^f!z{3e66i*B>uJLWtPtPUT-V^_0iDg+#Lw7S`
zj+~r<4->Ky?vV&TXAgaEK;807=%aa2hLrl(9`(ee_E)SEU*jsP1CtdlyALul*#ZLv
zh7@=%Tm9}*LX*`siiJ&Ui8($#%WJH$)ypy6cf20w8N|F(M?dl3*Q6Rb7*mHrwSGuf
z%x7iV>z<<uWisujvePkIQ4hCK+XqkmjqsFn^K7_=4DK4(k7M=cVR)?=+9E@EUt0wk
z1-<z3gI+y=w|3m5eS;g9h8P6~t+}=%Xb#0<_G!QB0p?v6Z?nq{D}0Sp2Mp{B7LtDD
z4p2z?sRVWG<6xQqaeSeKl^XRfyc+ZGyzC(qcuiTz+-43p?CTfLsQ_0)xDC9$PGIX`
z$w|V&4gVA>b6-VbEwf3pb~0<cy|$6m-4}q3I#Ty*JmuGRvUqjMukpeHUop{<_t~{u
ziyS&0)|cIr)oOB+2Rxu7R>g*EoYw<iX_4C(6hDafs5i(~fKn?Hsm+Xsv9NxZv|%<N
zn(V`O+XRmv{#wo>P$*eBlapm24CKR%`4U5X21@=YFd#~(zO)BH6Vm7-p>-DyWdO*h
z!PpSoCOtqRC?G`^R2Y+I#Y*k+iH6`2N!1Jdu`k|kLTlk;0a(ek<`wW8hgcM-{Kn(Z
zGc`W+O4*I?rvVf=I@qFX-pdCyC;`8VponM=gid-QvcCn{NY3azp}W-<2%UNomh7v=
zaS=OFv~_Xo4*({R1kvPQhqtL<J#c#jJL`B!Jn>H0fLoJpE!yh$ObY)ulB>11<Krpa
z+>m^NQrE6icnAdh@C5@Cu<U2PZHa?jtglvMp+5k`rK7hBplZ(iBB@zVY(LJ1Rg6dd
zzG<;xisC?BQLZ7!vo?*Z2ED9}X0+E<TF_jL-DOuGAJ0%E%j6kPG-}Dv7*$R7ue8|)
zHweAz6?@ftU37n)69C4NCu4QH2GcZa=tL6g(mmpIw+G&}l7@=$?YzHK4Xv+TP-bj(
zAqEnwg6(qeVLv)FB|C|uh<2;50jiEH`zxZPFb#S^QXrilZdlrpH?*tV8Z=^SR+srW
zH?k@oO26{phR1gsPn!(<%vT{)R(@C#s|RW4${tj&)}Zf3x$tYWiX>uP!>+wYEK0{3
z{mz`R;g|8pKpiiGJm<=HU%=KInc)~wz?L!5tCM)j1&I&Rorj}V-8+nYcrFojbq>lD
zr1XR!JJ6TS&$6_b6K_ILba3ts-aK@#-QjqRtP8+aL~Th^RJy8W-#*L9-Q3tIz%F*p
z!#hwxs~dbJfTb{VklSn*KCC0};6q4)KoOI-R$!RJXrl|xt^0qddJDLwzxRC@3{X-O
z0g+H7rIBu>q>*lrknU!Ligbxcmq<yMba&^ZyL&KTbo|fw=<oSHd%f6j0^5Dg9oK!`
z*UtNJm<T>Nt?rp`IJzr$vmBVoZ$fUqQA|Tg`<Jsxq~c^!N8MwkRsz}_C?9Hk3%qb-
zv4iZf2zq|nmiF<F!f^F;1}S)U!#1_Uuw$zfI)vA_lwEM(y5pKP78tOdyKaiC*exyh
z#eYirNqobScoY(vNgG8EFas9aZMiI`vqeuXSy|mMO=x?S3B=TVf3Zkw)03EjO%_!g
zFD@4po2;bYu~0cpZ7o%XXjeNZt-KIlYlFv*HxWsYVPoTBG7DIxVrM7%{Jwf0HhJ!K
z3KGYik@7C(<faAg7r-sWA6icHx6i-*4Bm@kw)Ry2P6;^l^2I}E=;U(R^X<%xE(yx*
zW&=*r?+4&yRseC%l>Q4IQIxy?Aw!U_jpkaHG#23u#Ty^r^GD~Gkx?tTJ%lsBT{!~O
z<8yS2sts@dY(fD=D%^zHLmiv!%mXJro}WRN1T2Q?*y&{$Z*qPBN!U%KWbgC^ij1tb
zE<{j97Ry-i`7{YrZc~srLx;E1o-eKjJeFl=cMbS56WeD_@GwpuUmri>wB3NU*xv0C
zeGHc!VnqT~fk|zAoUi?nJmO%b@ZwYIf_af$*Wx{ie6yu-C(<t>5JJI3MzV@f<KU<2
z<(2Qlr!t1!(EJufvl4Q-te%+IR-U<<o39laN-H7C)TGm5{EGaeKQLpzuV@atae{-d
zf4$-6U&uR51pw{H2JnEKs{hMFi=IrO;p}Fnl-+{~_$ld$#|SQfNYCce(_W}s2ppa#
z-E>KJJw%rWL9qwH5GYrHB9;bR;9-cU5-9#)^H=QeCiKZrZf90?NgMk3w+XzL<9&}8
zicNOQ%cM?T1i9!HA>y~C2_@94xtmpDtZ+H&E6u)lq-?K2T`uE`;p|LVQE8*U?Jn$e
z^0Y^}X}q``YK{cAxk1o@j0sAb#C3HUf!8$aHqremQ?sL?(e1Rl5qYiBlvQfxRUX@d
z8{<ln{+fELs3TLXj3wx=^Y;pDIMz>ou2e#SuRL!xqG;$@gVdHM-2&mCB-|*eruM6P
zdbe@66hILicwAsWt#*dudq;-8b@iasxQ~m6VmpRubeU4dz|ttGyD>fD7Ny~D$Hg2<
z!;!hr{BU@Dz3F|$pL1o=^!}qizkd+`cOL-u_C&K6fpSn-Wk8Aos#!<!`Wj(_SMq@O
zM#Xpf$L<8aJg{}SFrk7+DK6m1)*2no=p#|}$ww1Q&S^^{;yYKVMDl{KItRQj`F&dM
zOJ$f34q0*z4=-orPv~Lul%JSc9X-S#naq^Badlt0zey1FSwy8n#rrma{C}k);xe+2
zzy*V>e>%LawDrU1z~aqn9lNT0X3XcnxhE%YK~Y;b*}^-#0tRG2c%&;L9SmfDBI2M|
z+~4)N<Bc5IB{LMUS%|UFDBcrB1Y}Jn62Wa-gQ$s#`2qfN_^I+%bk%=(ZMJl(Xb}k%
zdnEv3iIiVoU4B$;(ZhKZ2G44+ToEDn4sfNAkS-06)Sc)H>|k!*O{ht2p9%ajE&9fK
zG|zlu<!n(oFm>V1rHI`bn!&}U%hnT;pjU!%*;Y$-YIAqeN*NU_oGdNih7}uZ7B^;3
z{8Sse*?i1iSaX2+|H1ePp$SW5HHnOjo9t*6MHsHyy{xLk9@76cJ4qT%dMjW`B%mk0
z7TU8@_Vs5#r-w3aG$?jhSnWt8#r|F2l(GrrddqV4bFX#yI9TeT@%7Y<iH;y+S#~an
zSwJOguO%f#Nw_nixbma400zh4nid8a&Ovo<7@EF5ZU6O^9&?5F{`<v1hEQx>Il<I~
zN4muU`i&ZEX1IxMmOs-Ng(b95!e$VhAiaT|o;ou;w0^SIKt3UQt&r&9h4Jf(Y;Jr$
zHJ9<Nn#9+FFcclD*CaS)9yblk_CLUR13!^>zx?oMXkN)|KM+q${3Vzii$j<B&Fy8>
z&HyV><HGNU_qgxhA-Qu)?(=KHU;<zDih?BlMoE_S)|HZx-BwXioX;QxUkp*+zRl`q
z@;RvGKDA+-=H4Liwg>RR(ap5tp`Q4W{KTo>pEIcoHLZ{@xEe6}fm}_;86WwDBJ$$?
z)mntE;8mO++moK6U$0s<vY3}1cQ_hwk|*zsf%NrQnpmSa-7aQ}J_@5{h*ImEW}?LE
za|%Cu<LH%S$pi%oXF^<mIf~8>6tyGl8Dpq!-E)6r_;%tP3N_zs@V`5I^{$mn-O-@R
zORsnUJp)|}Mo~B)N&V(yxZ~5mA#8w1OMB5cS!PxC@n?r&;ap%~0LiTh?c&K;kWBPh
zRIy*;v<HTP!qxq~2NbS*08wzbnOVSxhL=}jopu05#tkkfLlzI;ysDv|sF;G4Zt1aG
zgEhv9a~IA6b0;uzRwAt0{Ys{OekVGeq$XZ@_jMvHwD_lW>|E|VSL^*T`2#Ci<D)`d
z(e?L}J>SP(pNu$Qg;LVS&=ZBCX~ugTI{L0_;D4}F15224>n2N=%+t2g{xk6A(P4Di
z$PW%blp~+I9i%}`^Qz1W+t2*j&<8GgE(%qjfToX;qpIY&svM6ns_xxMbgjd95!BhN
z_%aIEMno*f!vF0T+M_f{5Jl-wU(KSag`(l%?TqXu5$WJ?HIgYwt=ts9fVCp4*_$Yu
z*@9uf%Pr*Rt;UjtQ`Hx*$!3}>U~b?0v}jB%_iV3t=y^6yV0SMyhpb<f{-$XjPVVd(
zReAXs&F_)rBwKrC-_peyh*hE>rR<MgMnBRxgk97E+Jc)Ibn!EvZx^&Yxyi&N9vH0u
za`Md+ozEls2%e<8eZ?B_o;}{kqt@NK<KtpToUp;Oc}fyzJgn+_zKI~*G^$DhL87Kz
zZeDZv0}lb-=O;?hF>hN-tUw|+C`4pJ8Ba+pJ4&n@f_6Is&86&hW>?R?acH9Zu)(CJ
zCwI~)Z^|d+3-+R`1_vt1Z!Y|abVnf~liVLHOkU!<zA{O~!8A!J4k?w_%N&d0V<E!&
z&2esOab&ki4{_F1dl@ys`5?`uhg)8Vt2Nx~iXAi%-76Tn;h`A<*bI8ZjU~zVNUcyq
z#LKvl=5=0VJorD{bz|ptj7+95JMulUa^5s)Z`t2r(yTftH6987oO%Bo-yRR63c!Rf
zZ<u&_KLa<Ov<JLifdT_wDD?(;zz8uux_?fE@0&pTs?SX*y5UKq1mv=^BOe#LANK)=
zH4Uh=_{-@`jQ&|)=(BOXYva{I|CZX}VzXk)Z2+AtU7f+MJ5V6;Iw$H2qUOpvPDY%-
z>5j%9yyae{=<VN35xvFlp|k@HL@N<OHt)5rDM3lk9Z|OM)GkhsNG^Cl4Q;k+LUw2o
zry_sr4AOCsH&lJ|9Bu3uVOdW|Wm$=3**K#=0HFMqU6NO2+zgV{BPG%*E8^pCJ1(Y`
z0N{2R9){}eK+c3K5;}?!zSCxWA0In3=My55uvfgAR=TXj*y;?_#83Hum!AOEv&h-$
zDPf{kolWT`B=2SmNy);KdYCm^RtWP`6&T?D*E6j&g6GnJW;IEv55XMJ^6km+Yp+{D
zjPrc3;_Jw>nlp2&XKC}3O|u+l@AkwMY|3O@g7$?vt1{Xw2CT@ERQ&|Zrfyc(4Rh!$
zd!5Gkzkz5^M2{~O5|%+k7W61IlPHk-$rI3N#~T>%%VsNQTUoF@z3;E{r3H|iT-bQH
zNlCB4H=&_q+Duxc0|541b*^L)#ahd6lLxS}5Sf^A%Q>?9g5E*9K))iv3;-EW&g%pk
zH?kNqGuk8!eX?ekZZbT{gWR^(xGct%UTE|;W*K<Gob|i_`N@58pHG+rdTkn6jBN(2
zBamLVt`8gz%RwK)w1;Y;`>qrnrCa`PtG@4HkiGi`a0cqg2w49E2?iU3og9K{J`tyQ
zO=R-^%K-kje@G@UOEFtH;h}_*C}@ktzkz!{zubk^H(nS%O+XiDPVvwVI=!5c+5`?J
z`)C-x@$8`;NINWXAx?r%fk#j!(5pVh_g}=qY2P3ZVFlIGl3%t;yGb9VX6B7_X-xD7
zA**~rRR)XnstE~^R-IkAm?+MD`6c&S*@0Jkf7%pS|3DIbEppgAeSg%WQ78&==Eh<6
zYjoXR%cG3zg+u+57p!(qP*cA~j%nA28IC&rfwZ=K9<W&ZVpzkyFkUcOVqf)UchoM~
z%PYX<dY%~+(hgJhLFi+HnN7|xU8uN2T7{Pga$P$=8~jp!8P!l1hxDb+W;V8O%bvRs
z+brtOzVlUU{u)(3vu6!S><iuch7w(7yWPW|Qz#OS)gj1WSCbqFG9;80&3qh81&9Q+
zGsBP&$|octc)%}+!y@G#n@>H#dJtB5-+u;KQY`ld2j?@hCqPTmZmyE>3G~On8P>NF
zi~zQ16b`BXMAXs(Vi*f7l2&j^CN-dJugnt+N@L!tql)3h>4|?cvp(<IrH$$VC(VC3
zZwT<KNBe%imH9b7WG4^i%_+*&hGM!7A9MTGz!=HMMj#6vs@g5Zu?k`>@=6@ZaxrjH
zKF5&}f8nBSPaH}%W*PpHqC_6_P}2uK4SQoWXFLbLGqgP?-c`<&yN5fC=PJJh-BtgR
z{PDrK(j`_nC2L#=GP$u@OmbW6pj*e(;~)crZOdBuZ&PKCZv-ew*TXtJuqw-gfj49U
z7EbFEGC3A*d=ppN*9_75R)*z7W~O@pM$iB+n%v9+UL+k%7{m1J5gyO86?@->h&!H_
ztY~OUhq$fl<X|<a>7vTHXv@n^%*^0J)h!aVzkc`!bk0^ndT6S^mqqwfD=UxVaiJy7
z^G)uNo|)@X8q~`DW)7$1WgGe^`dWCY&|>^6Rfj7(>7&zA=EJc4s~WE+zH6AMoIt_(
zGZ|V6dwr0;8%}rJVV?7LpHb0mJZ9|j1b=4C8Zy!X@|d}nXr-9u-1V^7D*e^n_=MU-
z$7zZ%q0Go4FLLBOA>ww{-vn=&^(+{;QQGb$a%s?+Qc?_TS^B}|UR@E1wA}aeTMQ9b
z`rb2jjZbK13k3+$sk$z=YC_tf6eyM6b!>n*ATL&rzG@=6yj{HU!+;|%c0m4J_Qwfj
z?4XK@Q!@($baF8bjD3{S(7}ut891wD_8F}vT(v$aIG(xXc~fQI1`4m}@TR6QfA(fQ
zcp=QGx7;m1-C;6o&ne-^xqWcpa7rh5=&QHjG~qgj$TH-7g4_HZyw?J6mUfq`%K`rL
z3zit&-|^CVo|M#{13AH;7P!MN%rLKy*BC=&)9>HaA@O#k$x0d*F>F=Zg(CyN=;|*g
zC0Y(X*;3zie0@2Ij1&t0zr7}elSAc$E9Gl%Jr4X=+zNH1PvjJt)U;|CR3GI--^U&u
zp)fKE#>dx!=9q=}aS$F}95yHfm%t1Ba#G>>o{=Dv1h!RFOq_Y*Xli;mmZRs)#UyzC
zE;}vO=yOWc7G2(pVazz)bFf+V?jSE<)LIkr<x{=X@8@9YkF|L&{_zu>(&l12{A3ow
zoW-*~Tj<GuSVMTSdfR)Ue~RfxDF;i>qo9D^<Tu5wmqPA|=;ZEx4*lBw9BSk~Gnr!u
z1iN6|YPk1A_b%Cls3W_Wi%CGKoK7=+7)+U47r6jOet#Ryl9?#AxxP!G%7R%#kWZec
z-}nWCqoE;Pxm7~C_p^3k@3JZjSMJwlIanXNEYq{Qq#+3@s|0#wWx0&PhH1BgC@4xZ
z6th_#$_|YQbv5eOj;0fZQpdfFLKedO%#GDn6s!CZw6=1BhDl2?(M<+blBMV@=Cz5|
z6pNmI%gRJt=4)PpwEVEhoe2*t)?55_RNd#WD~@CDy_Y1MJzhJ8Eb;RKDQCD$LdS0l
zxQ{zEk`+XaoTGXklbww?AX9<u_E1tSVmGW~sdx;+fa+cmc91Y<Ganvq)ndtMzi6kE
z=(MS*nXtP0ln9wL-_Fqeg{o6^8<V^H`8M^b|7$!6%%GS-t3tNOYKwBJT(-z~>&}ao
z`yZ~}5a86TZ(|LQlKnz6n7jnAg*5?zvyU`ifq|8qD9h%VxZWIS45&A@QYfRk0g@at
z{ZTw50)~8}(dMOAp!A4yOoDAQ^O@+IK0Ktd?5S1Pa(0>utxa3Q3Gu7Cba$`!BSIxR
zg9dwCSI8eEX)(7Hr3g{?tYEl!E;VeB2RU>wt}PVp>OE5wT~;`2c~R$aId$DJ+=e%c
zIL=zI*Vq#HCeyQ$<+?1Na5}Qf1wiyXC^41G7cb22?dmxcA?+uLwpOmFMt&FYC)V*(
zCa5WZ)_?L;`W;i$M2T@?fB!ST%eqA*nn({*%;wjskSns9qC`G8P2Caku>*~~)DXGt
z;KY;k+*h5&9nSWrD;8$v`=f5=co8kq)Jg!jpHokalBap=f2+SD`fqUfp){~um3+qv
zb#m$=PX{Umn#T$VjMFhNpfkDdt4E?%a(xIKsN2!7rpFKHbf>QRdF7o?_^vCdEQyHL
z3ed?GR_W!&3q3&#V(r$G&A&gEuYHgVIlVa7lQpr>kEVHy7pFs$GT7He<9OgN;a&yv
z+jUqqldd{K6b?Rp*N5ty5cf(>xA_STbE<a1UW4~!uSxxho=kgbqTRj$lg9|&Nv-)H
z5+Q1=|M}}69Og?8@ie##+*&G5E_b=W(4B}}{-8r*wxz^46hS79OeHbjx=0c@LyPU8
zM0Ir|;mT~`L#B-@<wHYw`tQ^Nz+#dny#^WB9QF_|P7E;kXJ^#8vO$-TmRrHB4`mfz
zs<03>u9OT7trq&>Pu(67Z&M}b%$-%!5M8!CTyM2;y)G?$p(TZ?&#HMkzh7wY+@j)?
zY`NRFMlJqP>MppjGJ54zvmwt$K-lfcF@5%?8bSE0*{ex4+je@wf#EM8PpV}oE_^~y
zS*|A+YI>^cfJK;Gku&?EiwQqV>SBzXbAP^NK%b>?YIaWw5E$9V>c~Q%NY3^0-x?rW
z9tIM5{-J@481E=J97{mpJ(>45D7lp2Co#3z;?gQy5(&A&VED@HL|7*m&eb(7W#P%N
z2TU=OHKL*)M6#7Xm{Pvh(+jckj6B4a86G1vWQ%UnX93J%z!#k|f;J!sNFsd=Ff&F-
zZ~%iaF1B|#-{@SUa>l)nJ=-f`FJLR{jb;c^OY**BP$0%df<^yn0T`l|g2JyqLab{(
zw}0IFcoYSo<`tj!Ym3Nm7d^;BG#{__;LZyL+US!_F0zGi@7d;a8^MIAo`g+-Z`<u)
z2wmv47G68f*KNTh0InydUNA?8bbJDWzXLI&n~6L@v{Q$NU+7Z_w;m^&y{a0f++%Re
zKSc=&ppL<QP82=wJ{Sn!Yd*tUEYAB3G9voBD(&}RNL*eoS#F)6Z!t$Xbw({o?V$Wp
zpY^Gk<>BxUEGtdmE$Cs7IE9)%md>VuDok>)lb^DZn;<0RySeh=z1FJ~zWvt(HEVk3
zBMT1<?ws`ay}p89U9Zd@>vdT!<1`#BHSC`YA@<vFb-whNffKue0!SzxMLrSSD^7uq
z;4No9m2W{}Y|4pH%ks`+?+fmRlS0DE_30O`Gsau^A8ve|=<nb-A_x3T=(TMMvM^wF
zLTn&kcRkkLd7bO+8lCR9yN4qu75)+SRn6sAkMi`$SCC+{!Rw1-&c`N{9a7Y2CNurE
zAnIslo7SzeF^D$6<jkPU=oy70Q9(LUu!+T10&$(A6WY2d?(oQy^iqM3Q~5tC0|K^_
z03KN5n(e)PTQ8e&%bsb?A=mp&WL+Al2n{V%t@rk_cdxmyQMqh*TxRmNcZ*HVPEUlc
z30-ELQG@wJN=xMNB1Bf!8a%>mJdVSsuj(B%JVmAJIwAxBVKIHssOPq~U{bk5-aj8(
zwu2y(1luc$!}NE5(_cn(!ePh!KS13h;Ux1q;epj17rTeEW@RY4d0nP3+itWST)#>3
z=`v#5+mP3jF-*&vMfS$MJYaU1uSMeut9n0b6HwxHd2d1n&j*#a<};XjcXmg~GU!bH
zC<+PaL<QGyxJjU(mVg8b904#K=2nj*0uuU<P)K)Bd8d3Fozd={jHCkw1-(GM{~%&*
zuGdDwTU)Dq@>oi+X4Bu5@e{9{vp!DNgC*tcUMlia!E47$x5M9eOpH^~9+}O;i_zVn
z#u5%Nx}FclDPW_d7?M|7Qd|Qv#hEMWw`6)h7}iOA696+vkCQOH2YY;Ob2a^~mcwJn
z6t>LruiaM$nj68rrWAMvv#!Q2nA&}4a~hjzxjYuq-DO>7u{)j_vt5aj7=d5`3|So)
z|FYD$hkHPftJM$t-DqLBVyFCj7NYe{j8V<UF-%rK6ft_^2s9C$#bt$)KPvNWJ_ACA
z2%zhOu?yQyF;Ef1!WtdbS>J-DYA#hwbh#)dS!!?Aq+qqMcy25@iMT!>Jnw><GYvQc
zX=Mvt>%F2>??kQoBYLm>h%p0}-hRO>DP!yN?G^@eT-%l{`Pif+5Cw09u2&o`&OO87
z8GOt%M1u*nz2FE#goDSfzxPUyi?$T)e9lb-Q?Q*|vyVY;-87PMd_WIWCvh`)!HeLf
zi|Rf+?pWU;HB{Oq0vUd2j_`IPU=&9l8?AJI&_(1to_1}?<|c{em1m$}^IpbO8li5>
z2mR2f)gvtIHafW|R4}Y|biT8`dC&e&JSS6?Er)C<8CGf38}Jen5=*{#*6y1Ix-tSP
zTF#O^PSdr^m_*oTkYVl8-;AwY63+I=%-7vo{W@Iq=j;g~)2H>ACu_R`&3!3XJTBAj
z$&<yRM!Hq=iBSw2fqSDa(>+3SPE@j?$sjL7Y?~(NH722rTC<+y<W(yqqa;I$yAepw
zH;Vp;en30}cVhs9*SD*Zt)-NaZo_f6sw^Y4>+cCuB&TU-v)pJTZhw^|q{Yuf31}-R
z<qU=zxA9)0k&36G7TQ4gK-y_DNYXW7nMX{Z+Kw}hZxd{DzQXYb%u5KA$HAh_oFiLD
z4hOTP<vtQk7J8Ss*I0dn!`V^LZvQSrUx(oo8%f??ORo7gN|17koq_^lX35{T3h0g3
zZJRs2TV%N-GA59Z1^v(Hqq*z>i3cW?28s`a0e|+RY5T+M=^tM#BZx)M>@>n_b{Nsb
zD@Wzs!^bR;tmeH(*3ajBKR<N>b8~v{?2+rq@s=Aj{}|3pUU#Q(O3>n*0FP%pnkj70
zmyc;>*QPq9&<k$f{G8*W&se&;#p7JMa3u-Q6@-a(-{_gNb^b0M!T)dZI6&vKuyCj4
z#eF~jhk$cv?|@Q1<N<1%6~!{fUy9ji$seo*bot1DG_J#MU<>fr+xSG=>sYt+%VKS-
za^4Ha^!T+I<e_2Lh3Vk_CbzGmsM5B}a+s{Q4%(L6VnYFAKDL(o7^ie>6G**RoZ}}T
z8gzUqZ<iy=tI}x74(g{f?{VBz+yHW4tY0l5CX4wP#&-xVywHK1$shU|yr?<Hg7cJZ
zjn%m22YxaLBLiKDkW>cSkZDj;6KLNh(a;Qlvpyk_`r3z&0(e7qc6X4V2Zx@_|4||U
zBh+Uk&SP%wfFl81m23rFSgG6A9j$WE9us9L7t{-4_-i{l`K@na*~2F2)&D$cT^bU*
z0zGy^ZLE7xLUMI164HtL1SSy7wHfEz<Q^F9SE$Q~3m!z5x(%p#HP!7l*sC6U&Sv+R
zTJ6JKDrP$f1#O=v<$uzcX$a_S`ZG%~-!HG*J2&SjG<Q{D0faUngC8|+6+0Xg7OX<A
z4^uoY3iJ+|68eV|@{sx-66*g|LTR7?31PYAldJ}z_RhE8z+mRZi~HhfNb(Z}Ou`!G
zUV|B!pEz!xtZp<z-~)^*AaQc#ckW$19VB3feCoW6=u;K>4tI^#whqz;`l;lMuPGEs
zbc1u`FZ5z5fVxa>rHe50ZL5P(iCB<t_Ke>PY&4d*&`KRnZR@9;x%UePSZ65A+SeSE
zMSfa8wFa`zk&pqCjt`~tw(1}`5QSEc8`cAn77!=^Wci9S-oS&u@5D7eFfeXPW@oOT
zsYu|*I2grNP4wVNusf{A^_ZH$H<}snB0O0HBa*EZ6MvPxq>ki4VIX*vwDY>U8d-cA
zt4x@)GA6P(#qjWWEH5~YAhYMaBk5TWQPe|J1xpqa63ME5_eXZkYED607o(pEU9^;H
z+wJ3(R_~7V#Gk~3>vo5dU*6yKoH8S+sP<GnW~Q)badPpkL?oHmw#XhIlrcAmH+1yb
ziKl(StvzSBy8P6zA9j2hJK()&!0@3C^#|C8PLF>S1Ih@d5fW1wc>yBQa+<pvb4z0U
zx7qi;gbqpSeIhLVvbc>+tl=TN^x~lwyxjQzc&B$oR?$2pBZK<S<`WT~^0HC63mr0_
z-gxB@eD7Ti0`q?mEr7*l+qmUx5IAn+=kY$sGV?84RF?M3T~<mnpk#C1=1wF4YQp*r
zG|8-<ARtLHf3<*6^@((bl)WA{V$-isdrH&y;e~aD)#w1E9-y;y=v}tBTY)#4IBK0|
zNpug8`mlYlx5L@|aMyw(#B{`eWH%NskS^RqOUl!LYHAT+R2||hQ&60P5E&Zd(!hLa
zJ;B@G*m%U*rZ6a`X7Ux}uR>l2o?u=d*E(}0e9$D#?TULh?+oZk7bl`On(f<m<Un|+
zZQYY-B0UkG#*(^og&c8B@^+}#<7T+r&BI(zU_!cmq2!RSO%Zou5(R2rOX5ZNY{WW|
zYTIpSTGw0(opi`+EAQGFG1tQOo!G_swa>#KrxkpKjXT5F0!ZSp*W~Z$;vPzyLH6v6
zfB**9z}6%_fg^Vt!FebD1R$2H6KseZ=vlZp{py>mm|bKBC6X5q=qw$;Dt0>{YBP8e
zJkkmz4)m&=cKtl`8h;)mgZ<e5QRzg$9GE@}aa%<KHcXU4f>Vn!h54cUGVOBK+YHPb
zS*m%O$#WqU%!S9n8JY?u+Sy+N)TVO4gn7k&#khhGjm9Lp&$cR`uP&_|WHR%Kt8v&b
zKProGs}I{yMxR$reV0*v_?`0T_g_sIFe=CP<I@sI@g+f}cU$^DDHINbLCxA$egmmA
z+!YWCszA*Nv@p|57EX0NL36vU8@~<8Hj`S#L_bI~35o5lvbuAH%X^2g3PzxU^f)v`
z_5<{>-`enWomSa2wf<xR7=}6J<1;r;uIE9sB86~C`BC<XFZ_bFM?hl4jctM)CpQka
z_6T3_Y-SEF@9jOCw>!5{v|lE#+kXzbxZ9E@IeS&TWO7La>TAzwp=MWf{v(g;s}9$l
zD2Xu$$pofJa>*Bk!LG7vTV}obB{t$0$fAub$LErNXA{{Ia07i1zQ3Ix_a|tSH*Bp2
zd&arw-3mF_aClZi6D8$~{q!gQm8+0E|AahX9mIViV6X=kqvduZDiT98r0oXpP^54Y
zhfKMDJ@0DBAWoj1eH+{JxND`nqJ8Z^iLb1aFqldz1H<|J({)wLO3C|TB9}_=LE07P
zDVBuCmVnT*7~Z&*;Cv71%X0khu!pC>Wf};PbHCMAHKxV*F%ntY^_+uN@TMK0T;(1?
zg*K<6J9fc_czWuWN|Pi4PKi=Df1X$n!e{3AyYx7*?0bi!HRc++OqWY5k_Xo6;po=a
zS$YQ%-rSfiy*1~+L+!>IRzzoyaE0c7aab|vO{ydPIZtP#TWHqn`PkeUir&RC6_6JJ
zk^?w&z&83n3@_eCPC<bv&1y_)cBR0S78GiGB!76&d2O|tO@mHLAkCohaA7@-uM+O3
zWM%;+Ut8H*u~oO_cJ^?HI{O0pJtJ!{XgaheGl8z!xmPIP4hAACsf^E4R%wuT0Wh)m
zaze(eGr_u_2C`C~0(&93+H~-$(A@=z+j{woTHCs9YiidaUsXPZwKUNb3Pf_vAs%^M
z1&$fAktKdykhKwvgIq63T3@XDcwF5kG#E*+4D96BXCbQGij1+H37uP;x^~8v%PIp+
zxh}wp`vWf8?bsEU0n8p32E3EE{<bVf5&xeIhVLyUEN^B`rDZ{StnN45=0idZ)6~e4
z$PhtgO=kNONR4$zoQrlvjl)!o=Z<xMgOea6-ps}XFAftFK4d3v<9$pa&p#VJVQDl|
z?JUQin()+yTMRoGSZA*u+)+C6V=>y!JuBgH>BM6H>$U<G<Y)@U<qwi7f=mPC@>%+5
zOpk5ft&@TE+hxWQr}C?>a$zl2M<aG@ak7lhao5NzzSod@g;eO+_P*xpx6rNg^ZOcX
zF$W>nJ3TS3)G7CI21RUQ5ixl>&sexPihKE;dCo};bZvEirq@^WgdjY~9Zxx57jtyF
z^KZv*|J`v=O)@X@g=dpL2c8?M4W#T8%@n)|I){WoCXX^cIOsu2axZJypSiQtJ5!*)
zB$nOZYZ-vgd5^yp<Z6pA%TKgBQ=CQgL&5w9K_-tZO{$^t=^Hcry4dtbVMAb04&)0y
zs276hGr`S{%ouh6d2VRndr8t4A~R{G3|*JiK&@Yc%vE{$_Mbg5566{?B4We`RR4r6
zX8vd-_+%1%e>W6$44D3;P+O*RcQF(|n+7j%5z`jff2NnLcB+n&OmrW6?GfsFBbqQF
zJ=^9Xt|#3|YI{doUY#aF9?u1IQvW6f$iKt@8n2mgr9rC?Ghv^qX3FlstP>iXdS|To
z5}wz3P7D;3&%`)P%`K4yT?UX~)YTbYY?}=1WeM2;VY<Vt8~y1pVIjzeqY(C+F+g-5
zfg6yqJ>?25Haj3<wkDy9p}+M2i`(LLn=}*eH{ko*oR`^P<hHDkKr32xx*_fM{M6NI
zqK(mJHJa-B%aDG~l97E864AN#(Ro}X&%sxoGIRgx&@BBKH&C}ba?yYb9NBA~f>-kb
z9pMVd(gj9u7k(S}^9F}W$zU^!k>mVRiih?GQGA8V*E1eMdM77Tzqc%q%40U>b!HLp
zNI`K+nVJ0&Fg)S@#?DD4*{V|Td{_!|gl|rv&9~jTbE0seSqT@HST(((pr<zcVpd2$
zW@DC>jhYzc>dFKPd&`iLY?lzA5sAX!PEvKR7GZ#e+4gJnRKc&4^27m7ir_I~sql3X
zaC?3^AzNl_v+2QXqjUHki)fQOj>M9taC6xLSD^is*3Z06b70=4Ip&@XdBgWDp$kJn
zhn`ag9elxG9bg`$fadc_-g9}RcK0X+zEh~})AS=H@IZ`veNj));l`!)>b9hsn|#K&
z8IYEh{u@T4{!mEFIlc$7>Fn%pN-~)Py2g9vlHYyl$p-e*$c4JRuRaL$F$xw`@6%e>
zt>n3fQ-R+u83SWH&RQa4L(rkRcdT!vq$}qj873RtqDsErA&D{v#N(}d{*Dm<l67iV
zup+Q_y*4S@F<VfGu*GMqPROfD5NEvd)c)N&g+ifP^;h&>hYMpQhlU)!0v=0Hwf#|C
z{ziXm?nn;$c-%8qFzpcq(lLht&8D%2ONrUDOtn!^&(K5ha9zBX-xM^g_)lN@=EB`U
zmbl?rj)ec!v*L+E`p*HKVa{0CFgjsw=y2uI88T^c*6@v9<<04p7SA;}S(iGIL{!0s
zBr5iHcKM}>)mKZT$M*Vc>dAuJly{3kq>4I&w!9Q@txvha;fw9>KqZer4xEGyeG)Q)
zpRRA<IGoW1o7rIMv*(1q0g)}}&VPgs@UIFuTkr<|{=V2s9I+JxP)j5`i>kAvoCWv#
zR17qWU9W|78`tKwQmVdHc<xDnu2Ic?aYzUKG8UBaMJF}VJ|`}Zlu|jZ?w<t;AW?Y^
z&OBLsQIXtoU32R1v4p9H{Fun!(&Sg5K!D^FB8Wl8GD=OjzqE7WYBRc1sN+kb$2-vL
z%r^_G^pYQdY_ML9y7jK|z_#jfK6JwMJ$6JtfKP0|8m{fguG$<(9AwbRFFWswQo#P(
z@ms>h>VQ<c&v~Tk69l$AHpCc++n0)qEBW5Yy95L?sf)?G5Y=4Syah2^w0~ZlVt?*n
z^HZT8b)KcF%5bEP<SBPrf25>9?Qu?I<!0ou-BC4JFZI%Eq2wv!rKc|1T?q0kJfLGP
zmE%8I04Vb|JbOy7ug2z_b?*G^=^^OcdhvSVT?Y_Z_AOSpdu0PUz8eoN5|K*12u~B_
zY}y?c4AQ_2alGvya<LyX-~g>b_*>xd@N2uw2uyolFM%;M&LfvOPi!?^H|4sHuRK7W
z*Vb^+;|-nS>sL|BUz&DMTMu6Ze?yTgTR9mU@UHJK?>*%dpD4Hb_NMsDh{4a?SFPXL
z-V+>)s!u<n26AP<GXb=8$BXxnQLtu#^gBHj%0)DbOa2urJ-@`5TS?WzRf@p<#wfyq
z>;p>w(HL?M{EC+L1l_WuucW2iDvM{h*Rk{iT75h;%mPLokMSnRg<R+D6gT+C>fk5t
z;S}c!sdM}T<m6M`9kUSYI*FUjjj4HOlR<~H_2yO*1GwPR;TUguwz#$3>no!$?UDaj
z7bDasfz)pAMZRM*i%%5UeFvlg=sr^hn!Y99la3K}UD^suD}C{UOC1nH8jba3h*us~
z2OYl@JZ;WDKxk6*E|qu_&6~B>3;1?TnJxweYL5<I6l=)%FUJy;1{QiOvK3tKg@eFI
z^q$-ou?O7irQL|Jh1=2;Y~iy**pKWXB><(!le|YUMr}g&5fHK!#<AL;vr9-A)hYcy
z$}I<R3cEGyF}FG{@@7d<=W?g5J1#Sbl-NFM>&gXuclYN1;u=Q@Nq$aIYg{iL6&dg+
zw*j%j1G`d7vlr4a?6yO9b4@J=??!<|Dbex8(3?Kd^%}fhnJj68sd#uH<nL=FfUMg4
z7@+7}d9AhzZv?kZ&3vqgvv%ZAXM@+a;w*d!oi2)A+qFGN#Mu(~6<`%BFFn`xhxojj
z8oaK6s^P`?!i<ejRD#VlUBh*QY~oorfY3K$dOn4Jis{a^%uRvMz{Jl%Y-=ImS*I6-
zUedf#YjqWML8AnEbrN6{9?>Gosb<s?oMyRAYJ7P{`xMd<8~^e>8}Y{aJ*4!NCS|;(
z45*QG3+rZ=fHta=L@h@Ko{bng*xM5*Gq&)c*_(Lb9ni5|xMajOb}=(y!E=3kZVB6@
zu<gBoV+?M5h<Lr@d0Xwll2C?rfh}Bv9(STxO!TO25yqlJ`r7MY3X$k^R&ryI5_#=M
zi|YklO=3@mjnM=}q!g?7@&C1Lr=R}=fUkhq@cJm~dSN3Ay=rCkl}7O!tGmdx_68rO
zv2<nSoyp^t(z~Wa^Fa-6Yc0vZ1|R%b7!Fng`u=uvFb+UQN}T`x3In<O5%$HviAb3-
zjbH!LBMA@OgrRpGT}DhL@v=xus?HZWD&dQ2B*TUYA>vmXB82b)`3o%J*FYUyI_uPu
zt?e-5!UI3CCc#0{?Vd(uu_tSMOiTG(GaVK6hnm`Q7B_2*hxc#BKss(YqK8*|m84bl
zu$a%~JTb<)re>$^DnYN@W3{SAvp&l(DB!IM1^nA?3dEGvW23xgQV@uNW6opUV6)cD
zY;%_&pByCZ3U*J;d9m$!jcp*vBtTVI1(!6(0vF>w53?zmofGn+n(<-Lq#Z25@O_i|
zti(9y83nh3?Y#c|pvnh#@suCDdqDWhRT)2g{T&a^w3gpuqgd*8-SNF#AI=7${=!SY
zubGl#G-i4O9X{xNmsPt1o>cZ9MI2U=>OT~Y7EEQ0SR8HcMJRRmIsMWcdCOs@Eh78P
z{FlTS<%r}jir_W_UU0?_Esb1avBh)_>e>1F@P%Pat4?8H*R|r;jKf*tQL}f;JRQ+a
zLMzUUyOmt$+$mb)f^J)|Fi3S4m!%|bl0$F(f?Z+1li&a}{-C;M>F!J+rS@E!FH_uJ
zw7B-DcxsdJ`D^0Ws=3Jt<ML_bI==$;^bwoWl`^}yD6{u4u}1~cs?FLR=C&fxAqinV
z6u%UC-aP6!{4*{gG?e&cEH><g*5aKBE_r&}zNFd%oiUx`E-e?A+8+>bBv7pI%?JI3
z>x+u!Z}s>kOZoaf#+i9cnsm&tZh<1)H2wG<CjH|xO?$_g(jSGN_6?3<hVf@7YUV?=
z<+F({rJsHBGhcuc(u9mEOiXvqJT>c_Q%3V<vIHRET?=1xR6>=dpz-FzlyYi1$vNY(
zw9t2`D8f80+!hV(={l(h8r5a;r?IyFFl%-Zf~YHh>PmWyYWfER$}bNct>2%!9yr;#
zDN#78arW}9n)OW;N=w^*Rk>Zw4m}TsIxUH1XSg%Fe9lv?+gpE3%mWwk^+n6os%d2#
zKtb`{m}Y&qdv(m5Kj$hO`c#FB6kTkPEu);b%<4ys?zKjmpRPWG#A~WH{^V|dSWv*-
zd_re%>Cum7-~V3Q;ALg)8-v$k;y-G8`kdCI)VxN6e(S`u7gv~%6<G3u!?gEqXUQ3x
z&755Vn}MUu6<ST<_AGq0EVrfNDoFjF$uV-!OdYhg3l70<{3!5b%5fmbYtqi$@Tyqr
zsm$<KcU)qbm1O3O=5H^bML(7|ZW(5xAQ+P+toSpcGz<NKsbp-R;QDnWCx%)tBXx<8
zmY+d=M{AVv`~iwWfaDU>(B&h-&AGy9Q(laq^-R>Yt$Kf<p+awKCI5r1xG->NqeAMt
zo3n@&jAmtId-*zM*xP?@qoeHU*io|+7z;i7x;^PBgDZ3qS5S4vKjW-r0<{C?qsD2N
z{I<Tlx@caE&iDTwxujrZ^y}NxF$L%{H#Yh7Yo{&csJ7Oc8nETsmONGB$LR>@r{0-w
zl(}s=tdavc-aA@7%U4u9J4KXH$^|8{U)FJt!!U4F)>fUs@w8h`8t3iC_VQ|}&tJPE
z;JF;zP1l>Bw0uT#G^}3mp!|4d$MG`TYODHeJJ%7hlVre)6SNNZKQrA+x*n2-7OIxz
zL>Rm8)&>Un${IQfG*H68!71}Lv^Q5tqa_%#|5-sLx@PdAO$>$Bvp|WUj`2CKylHx6
z!2arzui4pV?nwOA^5dY;P)<^G6qN5J+uI~ollBT0qcCWE+4*lfD5`Nvmx{W25iyO5
zn*9>@3^=29q)<)v^=nnA9k6&>s)BjUlfLk~z<B^AT`O^pWLM$lBJu5Rc8M%86G9a2
z9-sa#-^Z9UNi})rbm7Ogy3C<(G8i{fOUVdT85{-Y5YwMWx1W*?=)F>judTDu3U!4k
z8B&Q$2HnFQ$_>}cf4)Sx-gVBbVvuCsUV`$GuL8S9cnsT3iSXF;=N`+fGig9`%V!Qm
zlQajcc;ImJ)os}hcwo(~bcfeNZb^$2z$aZUtcbyh2OlZvULD9p6gV(G<CRxpuq^p`
z5WnRFJ3>RjPqIKAiZKi7U*pk}sKWcS`6rt};G%O)N-hkV7*k;U6L|JYNXx=t`HsYI
za|BtwMuoh^*p8B_YS^1MpZ^rS4vD88`=g?kp7YKi4?H8&0nSR>o7|PCAM?pAfNms4
zeoGJdK`W5FAI7V^rLn3p9Yt^uRwXBT$o{<ehr^7{l6&3{$am4IAsxISrJ+H$KE(9T
zyeO3_)^>tyBCRi@yZq_x_gO(;%m1VhK@2a`b9gkPyTga*ACsHpKNNiTPYduW`YwvL
z@0U9pVOo4!r!fQ;({+S#Ap4pBd8VqvOKCn^)5CF6T@JiWkA|X}Z!W>GUyrZwoi#W!
z>&oxp&G9;tiXZ%TsoIBWpPVUvzJubL#V+MnU@RUKat~jtf^7JENBwXmI+JQ7wO!^C
zSW^RDr<c;XW3Z9#LjldGdI@x#<gYEyIezKM(#cw6kBN0vTPUmf`tDnS_xNDEe(w5H
zW*%wg_B4Z}V#fSScV5H`j*2qo0|wuy+n#i|(TDhA^2Sm&aq&U19c8`hlWu;x!<vQO
zmleq*&UV?eSuDjWX@`qxYMTWe1e>8W=$!<l*6g?_+%-j7hJD_<@;kE-nKBDi;LBo;
z2aTM>JkFn(Ovi*J1B)}4zP}t}dm#pn9ht{Hu|{4|`J+cF)rntytyz$p(3<B?!S}Zs
zcqq4S8;jkk77OMwZTj56v2|*JPfGfM7v!tGp|B*0-)x@Y!(-bcAT%6TWq|Jg%?JaJ
zTy~$uR>>?~&O3ogM;Y*UA07|E#tsktAW>VL5tMCTM*kcz3Mm;VziR2a5P8=Vbd}D~
z9dvhNko|S!8uRc*-m4&%iv@DH9j9znO^l!XiLgyS5h!R6(%euQCq#~q|NPmQThA~-
zj}7~5;A(H6H*?kKjo2l$Q80b0kUc|VgJCc`;HF2YOwADZ^SLoN{&IfzzxeN5+v2(<
z5QVD~uB3bi#etUm)^H+^w6RcfD&Ys*uRwl`jCt3u5pLoZquVN)XV&?eb!w2~Nh(RF
zhdIC8N;RvO7ma2-B`Op>)4*YK9~)vTtg3Y<*m$n(-iV3_%<aD#!6-CgP;#Tic3+fE
z9fVd<2M5+~&Q)a#o|%POR~Gqh&`L=LL2p+$LrKHE^3<|)@}K37I8vf~rR1=DkXuO{
zb=b43HBzkO3AIxYRml}yFK<dZ>`iPV_8#-ia3&vPdwy30Y?ai_6|c3&!~6Ly+zn=n
z`TLDqoBI)d7F9!T@>1a_3M>g$dD};EYa~5O+S&};+BTI0&y$YRpWXM4PS_eui)>Js
z;zax@)N{DW=)p6PFf)}iGNie{c~w5FKJoQO&ozsTm$K587GSpgIa&5HAq-?vg;f%J
z)1!8{yUW`4g`wn7wmY>`s==EjEb2&rUNYo@DF%2{$KxHHQA@bbE2jn!)jtUscb<~P
zfDGplwqnOb<IY=A<T<^w=B}d=^$guvc4#n*@JuZ5-M7i#ZwE)}v`mLf=S(L(>ts7n
zKYAF7yNneL?dFI~X`M8-qKwuliFjV^m}eAD<$kB;2sPR(|6@AGzmsPc=GK8RHE_z?
z9SJI_o;nGRe~aVI;j62jmk8pCohQUB^Zd|vC_hB8o*tDGFq}*|Vts$)u!gfZ(24Rr
zDJcz|{6h3LT4L7G&Q<~_jl#asQAueW7DwhIn*y3~^%9Vy$*9Q4+>=R_KeZaNWpA_d
zmzTMH{ozmYz;^J2y^1e~IeS(e?_3x%((C=m(!5X`YVv3lkyPK?z>pmN=*5Ul11IN_
zy;gW-y_2Ci@>5o#>$rDI+Bg^oy7y^EMgkb?aDAEkQY~zdLv7FG?K3_v3Z)k?tsfP-
z)vudg%UpsKN_#u)l<66GJ#hPIzjnA`DZm0VoZ&1fRa7)b7Ia}>`wLe;)x7Ea$Mh~{
z#%E+n+!5JDMfy}+fl9&OK^LJ#NY$#wN(xRSZ)7%JO&)E@wHY1uNm(PWdA6!3D;rnH
zV)3QPh<3LCHY`KVAUn2BKba8r&8BydsoJ9Z4daz(X?2-2JBSiW$%^SgIb_}Ogk<f#
zmqE=_bd2@Wos%oo)5(F@Y~7>?Vc*8NWKa`P-k!~gf}Hwse}1`3CbVkzg#dSb*5+6^
zGTuJg?~E5i&rDXV^WRQosN^261G~f|{IgYpCwZ@Hd5P_nAY$Tv@ksA`@IWrPc<YnO
z?Ze}tjMEOLz#3g#s)js$>3}AqU-#TA%+f8$AOnR`A>Y^!n(B$!V4iJls*3goPQc5B
zo0?Ry8>)POj?`pEAZTCf+15l|as7!`D5s_1uk==RWF(+;3;Y*al#)-fN@XR$GqmN<
ztWu8m%~|ft3(_hz&c?`}qg4wd5y<c!cHT&NT=N|?0c>m~DjD`)G&9?C4bRW2o!&}_
ziSDhs1Dk(xCzk0M4i^lbJ)++a$9_wc0U;Kk3T8lyO#OKe7h82FR%){3IDq(1o;j~v
z{ovPUeO}8L*eQFTbmJ!VKzf&vxP^j%O(@$mTxa2s3TDTeU)1AwQipD27l(WO97}2F
zcf?1!L-<X-`smU0Ts5V?Lgfkl`B0p7_?n&0@ozMgy|5WUCC(}Ji5;efj>&ccTVMX<
zza2&mY>Do+!emK_J^TA+n(EzpOgeC3Qw14x+@wDM&7RThc>A^i6r_^B-_UGO!4&Fv
z9?*}0yQCEg7KiG+d^_h%f^$`Q%H&t??NPKy_VigFG^MIB(9mdv$AE@rB>sR0^f9F{
z>%P<E`n;85Dgnn)!*jomI!y<`ju|_f(V2XnIcQATH+!=wO3x|}A8~|*+RJl7m9p-L
zc%Cb^8TfjKyTz&#2KIe6()%dvM=(r|r7CiEPjCeDI|Zzf9Pu29HOk9lD7y}nx$G@u
z{2@&uV!YlhUd^I^t&$JcS6#!g201H11KDfxq#qz4Q0XG@Qgu_dw8b3-VA^tyUfX8a
zDD$Liw+!EBypivyo9Rd>Jiz}=u0UXKZ_lxiD$j1NtTvLb)#nJVK6tD9>Nd^cKu{9!
zS*CoQ3cZO5o}g@kY*ofbj_;1!s~wcpW+}m8*a}kRiP~w9;j<0lRcpy_BL*X};sd|D
zFYdK;^{XfZ+G-ptk&Pvi6P7nHTfmM6Alqh)14XR6HH;XOT>QHFO@m5ZLs3~yE`R?s
zpAum?qrfGENS%u!qM|F7;|L}G^X^#YQj}THJ%fRO`ui=GT;qdDcdJ?E$;#6o#8mC^
zVLk?x@c2<;kF}cWbcshQK{y8+lb@x&9Q8r@3wVT>EWPzcr*~40$Dsfa3Tynhxspwz
ziQ7uc=OAQ-G2ST#_-4L|^!s<^8Kj$COeWVk=c`vqdl!ypAhwRTWaJ9WmBUqY|F|N3
z^f(M0Jc1F7{7r*CxDW^R4hCtDAcG`Ev7foYKK-VK;g1EQ`U7^Icf2**ME5Z0@A1Zv
z_C&4+DBRV^=e1w_og*$08|DyZz4NflYV4iB!I|O=S6=Q0H_8wAu}+?UmRD*Ov#t$j
zXPOL(*X!TSa4h+fAC8|$OIyx0V|?y61_ApqsL`AkyaSYvjZ0?k2Jgl|pLY;L=bvo9
zENghDdw9#{;wMbt+aLan=nZgj+LNfIj#s}=vSi~=FK~(37D;E=E$frx>fZX}rVOvd
zaE#?L>tt1|&i=|usa52f8B_(}MoAweGujv4q&h$Ot~Vm}^s#V*{v57i-YRKa$F`9U
ztIu<rEG;^J98*Chp*PCEqd}}hh&jA<;dgem+h^=7q&MTCVnHetmmS_9%SCz@1z#_>
zWRqHXWM8Nv0YDllD^+P89-MsLhQeOhhE>;442L{~%?S^5;_Z|-$HZk&+Zd!3TA-j@
zFKA00`ro3OH-~=<wdYQU&3pr;1f}s;Vxo4wZjHS6MVXHGRhdY~_LCfCI+?XH8HE8d
zS;qm=na3o(YYCvaKS6%zB2{vOi|*C&Z%R7e%93Pjc!Z`hOrJZ>=E5w;;GNXhg1?Vc
z84z<%f$O2d>P%^=?3uJm>d^YPBJGR{k*%BNlSO`DpI%nhNH{@%K?v8A#%wrA@3ygD
z6<|8ey+~OfF$ua#eR##LQcOz)4hsD^EPBH#fG*@*MlKL0@d*#58+UF0=K;QWcPNY1
z!K#mDt*H;tUn+vKjY8{Cb4&tF@!lN-i)7I=+Jb>mLR%%7I9Xnhdli$FW503_iU&%~
zd^^|qEc8#=3&-{dM#&rkO_702ub=7b$}L?O6?x~`r9r_3;Yn^<BuGqjM7N1>NO|I_
zYByBB0KXL+Qjd=wtR>8@q5nNS{e;MB+^JG|_nkIiRX)g8Ym2lq4<@`q>jn^;_u)s3
zJgJp?WdaQa_2+g;Ot7I=M-qIWe8tMi@|?6?g2J)38DfZ2sOQ1&n^zo|obzAQx5Es;
z2h71op`SN_Cj8BDQ#sloM=YvS7d-#t!h!LXqLHWuA7~+%>nla&`RxE+1WjnQQdY^K
z{3O#Qd<^F@vRoP@oE!~kW_kXW>0ang)cCV@M<9Pjaa~B8Dcsn=KBgUupqI>fqN_HL
z;q|jRVzy3lmfTfI<}jmCUAv7@*j?!!L-67cuH%<IB#6bA7E|?UIfQB%GB7oK6-&H$
z_gyMt0k_muS#sLk5d);D+vV>G*E6-&wwkR&PcLa3u}S~vioiV71bDd=6~2z-TGZ0r
zi8i+TdJA++dusoYBg>dLM=)}IRFub$jKxkO&E!4OAh3<p!NF%Y+xf1l3dd^PQP}&U
zN(VTp2<VfLEJDA<lftl_EsNznISkAdEe~MTr`7zOR~#k>EvMmI;+&%g*(ooXYQvh8
zsRqVw8O~BltObU-L0mQI>FWv552$%~<sEycTA=X_8_AQx!NcX7(aHHT5^!27Iyto?
znV~~9f{msr_t>!8KW+tsj@mee9g2>rX4<H7bqS&2$HXbw^vl)Sn%lijeLhw}A0gn$
zh_fnd@0h$ETj8I@0p5>yhYL3n(<}#vU@%5_^2=%(VF0^n3&IIAvz@khbCj}jkh_LI
z)g(fL=+K)&bfob8_FD3iR9q70__KP!>u##e+}1AoMD894gGJlURGtJHv#TSM{cw&j
z>ueJxp?4#Ln`n`z{bj=H<Ayes$-A}wS!JIKj-6${`Gvaa-99Vp_1@N`WsqtbM0l(T
z@aI2vtgEn~$`^s&5h$BCX<%lRQoPpf<A6^TB2IsnRp&uUkfB+WP+*a}<zJsoe^#zw
zdXK!3sFSIVRzqahOa3;KP4@aPmhiP|f_s>dZS1jwq~pEcs)LBx0$}TR&i_D>RAPSj
z_^qCx<WX?IV(CPCw{?nJKj=M_9tk7?Gyywus0-T&p_S%yAsyLmuz~*WIFAdvh4OL0
z-houJ#w*3^)G9anx=N=b+$2XFVOnOUBXPUHIwRe0#JEgTrUN8Z;rm@q%ciS-kV81E
z>a;^s6_%c*>G5NIz8fv_ap-|#Yi)<yw5+V7Ko+~}OF077oW%3q#?nlRY67ApZ)X=d
zvpwZRhMw%uz_J|kt@<=$`@(N5r?6z=i^g-Q9KzgoYy;3%D7?OluEk-h|FkdRIzb$3
z!w67FW`{+X>?X5pGv5Adk`4V(yaTc|J1&kPMB?y#Hh0$_kaqRIwJq3k%lL!6N70|P
zaEPI!%82H5Hr40FK=~f<zGZgw^Ih+Ruy>2vJzuWc=MEl^Ojr4^>o>Y(8Y;W;@KjYF
z&*C1oK8m5w`6^$37p0LrkvA$s=z1bs&wDQCa0G%R(n^=PolN!gthB~d9NE2**!jEK
zM3qK-wey$ynQO1BVw@3obIopVd@}rv1*z}8cT)<!rk7H)E?RQQT??1)uBYV;;bo?|
zuFOY760^cZ`Vs_%%hzoIWK~wc@fR7x@lrZio&M3;sQ~&*nF^sjJpuTjagHJn%M}Ay
z{ym4ZxSP}jOnmmN*YlE42eNaD%voL*b5~26M_UA!<sJ#nyF8hDdk>Q4UcRnlk{XTW
ztD&duH0MPkt8U>BFf)Pgf^U0pJfpm~n>Q~JZ=qw44KfBlHV$Um)p}{wNY_oVvyryZ
zBdLqdBtnbc-+-oCQtL5z-!1U5#H3i=@q7>SaM(h~Y+HvA31O-oTnXz~j%j2`pwR!Y
z?x%m;On;m<^#8H-7GP0z>-+H7iV`X%5(eF!(k0!Uf{3)h0Mdv7NJ)3Y&?P0U0wNtl
zNGm;b4ITfr2jBPn&iTH5T`HG4d#}CL6Zdo9&sqcWqG8F%kHgh+aqq78ThDsPYq@Rs
zb8c4|LMsD1;I`w-G;6f&`#e>-_^TA)MKd+ON;KzTC9|x5u?atPsQoQo*B?bkS_T>3
zA*Yev1xAJ6NQPfm7DPXI+XkCTOi`B$L{?sv2Q{iL^>BYnQuxk*mE6wP!U=iEn9z&i
znOal(lEA8SRH>+&u6}+IJhQX)?JobT#dmqF5>Pn_!`nD#AU;thJ&7{ozX<y(cdCoO
zGptWb@uK@!@h-K#3IA1C>P1IhQr)U&K+&4>jv!P@>DGLEI0zT@lMv*~O0njijD$dJ
zA6b`BCYwc!)#_&BcBp~Tf^D!ZuL2<(0nVE&GZTgS{kC<4>HbPh0~6P2E(`kPb8t<L
z+HZW;3y~~Uxa$Q(Mkg{et@_pgMWNPi8*nWTX1Q4(XCX4cL|lGy?&(_qk0C%*gC)+?
zt`FsD<X>)SmVkUYM+EZa3b)Yclh2Zkz?VTTlC{+rPvYn7MPJfoU}qn|<f8qslek(8
zo9$+4b6R>En|$cE+YC11;>T{nd(=m5@<_Ii&)Ws-;oB$cbh%yyOG8C~$@Rg?k;|4i
zSw^Qgb$aPW+1y6Vq!N=1g@&EHM(k2NNh2x6oM%sq^LLbzlG|71VYH!u>9EbF99`wu
zZghs~oye@tP7XKkZ&QcE9mCMDX&0bjgEC&udook_Y&1>ZPrNIBNPQtBfW*Vm9n|qQ
zP;CEFwY@_<QJ-GC``kK$Qs;S}pbQ7sgHz|GHlOKI$@i#VZMQT+unO9?A#Qp%&8x<7
zOROHfQ}OZoO*XO{B3Iz8{><?wTdE2ksWB*8T7-%?zeV@`j-8(;$5jwy#Az4<76~rp
z5Wbk(2B88mcatdGbuYD#E*GDrKYT0j)1)*O8m=GE3bLt$ZHDYRs^|p-r0KdWbM+QJ
zknj~mVE9yEQ6jKkaCU>eg2jAsog+#aO}S6h)Ms+_Gq$XWw`dy((KF=^%U({3xmNri
zdn`4IGugyzUmgdsppP><pcr_;$y&?E(eOw{IwV<jkUk8W>3Gh(G|y`x%dvvuQ8sTh
zfD!=PpgB+Hz_WAfww?j4<LeYeDn#WwFYk`kVg^f7X)TyZC2ZH<(`em?LXKF5tBV`(
z^9*#o9c8xw-U$<ut2!%Uv(Q@FkIM+p#IuS;aJ$PHm>iKPUX2WjJmiWbPXz?`(m+k}
zsZN<*@tI5Y2Sel#sI>@slOESv4kc2#&3>CiWTeJQjgN~u&NCtRYneF#aE3iF-ki|J
z%&3n;J94Kvz374&DvM8!3)E{!HW=)JH59h$;2F`!<<OgIn!F`;S{_&KQEZe|QAtD0
zfC&4*=fr+iI#|!CP;nvg6Q$&3Nh`PQy#a(JE?D;Ph|vd%J;xPo@F0_WTsaw1iigU%
z3YNJFftR76%4*Y7oKIw^llRt7k)E5n9e_ab{P|5cRInMpE4`db*l{h0iXtk?7@6gP
zOnX}!7uf}v@zcp>DWhSZe)wXq%<7bjewP~HZ!W^FKe!iXUcM63b!guvWi#QdJ!qOS
zkf9e&?!CjVQAGL-6Rg?;vaSgun+JL51bEcKpWn>Q%hvPA#McvmhO5!|g1~0du^9~4
zeJ#z41U^;kW@hQ#qM0ReIn{cCBQN1amreoQ-6M!Qt+Due5a0M)DYz~x1A;8D3ju!v
zYkymW4&?v0QommJMo$OI!55N1v;*Y=pI=kj4wpN+DINQ8dz}mmr!r5??<$F#qdQj)
zh3WYK(~5WNGjgq@>4(D}%Y3{MjC2HaZ&MCFG(htTZG8Oa8j3~YqMCsyUP;2+<muTz
z(0xe}M3$!<!*o9_xgbw+FzmS86<;QCgqx@wywnF-XAS)6fYr7)vXIB=6PM4KK5!`3
z_kT%`<Hrmzbw+&RKgBD%x5)V6;0wnzIDmot_QN54lD6)xU)&;W)4w@$&oWt6j>uWA
zpX{*!1Fb(#I;enBcNl+hN%z<gGx(8)XX^ezbLP)2d<=cc3H(S9+e%~b$AsSi<-;L(
zq=|(#k5tu;uo15CULiS!V*rGzV%^tQiWUrYGc7`QxIn=(aP<AT=fMey!BAP;`K0>&
z9b{B`6NXXht#fT$`f-0OKI8&y<1PTg0M|Qv9-Z(*Itrw2Nmo%Sco%?pf9lN$R;3;M
z-{jtWJ@O83ePMQ;o~mQ{!6wW5@>e1oAm?dV75N%NOqJ_0OnvB%w)NbxsVQ1&+fj#^
z(Qsu|CVN|y?yi*OYbFBn0>5eSM3rl{$b}A)!|*RqVX8@(4^}%eQxd`YJ(9!R0p0V_
zpk}#f4ax_%_~HAR4QKZCUfOk{_wJ4G7n}JO)jiR`<tnt`hcqO5Vn0&1XUMmQJs~;=
zt>Fw6Lmas`HK-_m7_+BZQ?|4&R#gZnw9>NS1}!4eW(a9>4GZFVLO95-iCkfS0ml{G
zn>JBM>F<H#<BPw1`biftFtpX^lC$dS1TrfOcAfU0;6qPa>-pl1nWU1Hh{fS7GODJ=
zn*s7~Ge(}_G>C>9qZon+>=yMv^-x=xcs8^Hf(g9h*I0e&5JYjKTFP2njQ2_%y#Z&&
z!9~d{9FjK(#8o|lCJ$}jqll@fe_9T%NEh|~w!aBM5e9^8Ch94S-X93GPCLIWR!1G>
zHz5N2tqC!AP7=A-76T>$37yw*Ae?s-s7pP+^Z2+gJEdR%z&^-TBHsjca_E*nf7@{C
zTnI6D(M;2WwdQJquh!px)@H=So>bqC?ymj}s}GB<mnh~amhq8#q1knX7#3D!<YQ=V
zrl4O4z?A9MeSh2>R<df$muTX7OjCiLjSPdS<LyoMDfBdKWV{ga$^r@JLu{T3){Pte
zZ^UWT1*u0Nw#vsx^t{f_JX5F#E5>Rump376VJN4`&_V#CEykhX%PMX($e<v!QwC_t
zX+1jg2JVhJT6=N@BpKLQSeT<MF2X2#3dcLfyTCm7P5i))#uYuWThy02OSBmQ=diWo
z$`O3OdFg}Kg2jKhdu35do)Bc4+Q?|>w*L~PIv3fsmRCT6I@~+*UThevO#tBzhR6CZ
zD&h^Z0H_F-^BbJpjvGuq(FMN+s)4c3=ubjN>;@fY<3;pQkKr;sh<L7TOG&`3+JVvS
zr`$CUu~=z8l@-{PJ1xz(#2xmO>1nsT!5({yHCt1jYL)-FmRLa-Jo1i{MHRJfsdMP$
ziS_%U<*|M!yEMo4O`ul-19v*_YQ=$g_%bOz)!fK1eO&(<MK>fHQ=Q|CQ{1y6khgEO
zwYT?udrL!LRQnltw$GgspnZBCx5+|&i+$G=Zc+S#ge$$w*S7$X0n8V6h5!FjzZ2Sf
zLKDd#;xz>LVim}U1#z!DQD1|&YFi1O;Mo1N@Voi>8fBwEN6dkRlW1xIIknP8xWLUR
zA83{)i-Q>f4LaqD^(^v$SAp>Pc~be*qe(Xo2f<KT)N|9UhPl2x4n+)vNbORGDxp(O
zg=HR6<?Tq_C2zC5c&cGeGU!_eH`*J5$Z7-%Qz}z*S!6!{Odq>Lvy7-Q#iqH`Dfcn7
z?}LHgK!(O8q>5}}i%DPE-NU8%Ym>taYDWx}mXVNW_^`R`_IBzBTkdw|D@cp7=_6S*
zGFrW#LZ<dr?jNs(5%0ASq2dLte87lc6es8&MW$oxEN<&3shUhPP7^*u04g-Wp&0j-
zW=yGYc*5eOoW<0Svdyw|sUdR#uCe;(L&SyCG<&h2=%Vo#{8G6AAy~-H%@~WF+4qNg
zYQyxLls|!bHm7fLLab9rXfxvW6nm*P7D&86E>{_Bzdc&kQ>1G@XQvB-g@{bXKgG@0
zoF+ddI(~ZjXU~ousbH6V8&5}aafyn0K|{k}jfSsnLs}sTH6T#IM8ojg0Cmp^ahctt
zEHYS??_NS&CV@-gpXWYjFSYaIxmWqD!PsOA)D)_4tg{1pybAB(?f`K^<jSkzRe-SP
zsN8nj^5wxq-KtBEnl$<%<`TMS0#zqIQ!@sl;2F>rbhy<4H*mAyfFc{Y^`yhob?^Nu
z&7#qap~5?y9<QW9pFtO9wo<kGLr&658IG2l<4nUdLAW57bCpXnrDeU){awsAGAhXw
zjHfn7?Q!8~iPqWaA`8Sg0>BdKh<(4A{_%E@^O{iJyHO4KR?*uPRt8!<jWq+n;Xt%7
z=7OYPn2+}>UQ!4F_+UZQ;?ihE7_^2&fT!tgG(6Jb!A>Y1271+@e!sk3qkY6$ZSA!y
zP&T<-H-+n+4Os6vBI3ty=~1YGP+HcDSNuO-9}Gb1AWS1`YHb@tgiop^JCM!*KBiv$
z;`p2hr21y~Eqt|($Wh&}2B6J>J2keRlbzv|N1L}mm6s|pSPT%x#rCjf2`|B@Xdug&
zm1^S?{t(u<=p)SQ$}X4U9aU7^ppzjR_1y`r!Q`|&u}C-#JO%R|0lkW!b(zlnl4>4A
zTT~yHcx2L1qnPI0CrdYO^j#_~lPwbEPd_%<MoX4Ibz7--z#~<`6LyZ9JDfT$tuJG`
zF35zMuZf^6qV?7MLKFKNPFe}HGQv^3wCT%5)>(Yp(Ya=_HW0%FJ0@Ab1p*ql=K3>b
z>bWdb?T~E8lO@mWtk%Xw5vHjZk4}%AmR#-cg5^#Xg9^XhWzG7%sYdt`yz&q&)0a4M
ziGZ-ZDh%8Lv<gh_74?TOsh#bISrSJ*k~y^QNpN#Gc{#`LKq&*hzhK8>$=nieaNxQ6
z*L5n5Pj@mXCExiiX0>T84fzTEAKuczddHvHZ8It>o;}Q>_f4Lyn8xa))o@&*{*`Mw
zpfCWzLGM@r1V5OFP(rZXS3p;OMx%MG2J(sQ?p%i5-Ce0z9vKOQZ*Nqgl|~g6+&1pi
z@Af;@q}$!Z3Id<H{u;GA7ytQ1tkCF5yzSZ1Bbz6svg>P!g)~FK?JTT6q$!u?wi~j)
zUVjaF_0Z~*=loJ}0fi)4xqF7`V-%-PN6a0dvO1(fHh8#_Od3ABNC(M0L{19*xN<zP
z05idU51*$E@Hp1*e_ky%Z^{cjy#Q-hc6JUCI<u^h3i47?5<IGBUi>9u*Hy3L610-O
zR0=>O_$-WSK8h(~?vr>pd^*VB@##{L&i&Ro3b`OlL`=_-Vnx&Pefb-gLw?*iOK8>(
z%cN{UMV~G#e~U8$_&hbS)^q<#{Pt)MSU%#SC8QXIXKDYrvHoaXJYQ`XtI6u9r)4;)
zIVkAWuj^Hk_uscWK@^VREQbe1pvQyq@$cQU<R=6}QKml?s!{I<J$^M*8Z@r<`R5})
zQp*=s8Roi-kxZF+Y41dS2UJKdeJ%aSLsg))@ME;$DCb4}LD^c(+(pQl)yPJNh70)Q
z;6U`H*O-1waY-d>kyR%A<n;&ZV;+zaUIofPYXV(C+J{JLC)9W^7%puUsD=-BkDN$^
zmJI3-f3Vb;DGQt&Rov%Vtl@^(9++~`iB(62ZK%Mkax9lvL_&AQ*X#JAps$Xv8VAYN
zJ`N=7a?^D-&(fELAQQHi-WC@?4f1$%kzH!(ZB)t=I!?5J9(*P3FVT(Pa$g%X_1!y~
z30<{BB8osPQC=ezaMooxwaT?67cvrXCL1h>JK?f%FyfLA;v&NapQd$cBtO-(X!W9d
zB?!ccAH_AAtv#enP3jvw4<CvGoWoA``1e4eiq6=cR_EF36IXA$`ZLM+{-ITX!$tT8
z>m45hwklsSr5hwn$$<>H$0z$pDJZzYjtMc)H`Q0K%(>WdC^>b`+ghtbQ)w|RASFHo
z%p5%o)Hwy699TDRLfN)G7zooZSKhrR;X$cYSl=!_D4xnp<Eb)VdIau9e+!`CEFZd{
zZtf)cVQ=S7`V)~2IfdHp-W?(@=$G>L8izvb4O$sYY$-tzOI_9}j7M+G#XmXHTOBnA
zjfWz9T(duRLFb<xuq}Vzw*?<_Npe9kj=@R4W6lkpK>x&z?PEZIs@ows*^}2|2DN}m
z1HP&b%hy`hD2voZn8HM=H)g`IN%*(OAZQX?T~=$D%%z+pKy{wXBCDyc2@j6Wc)L5<
z0-8B1@#<-wj0raAsL0-NIvU6ky1VSzNBK}{*@c{wtch3;{sm|sVlIM}%Gn&Tkyle^
z4IJ!0due|b1x<h;q1}ecoQ8edU?@Alyw2-K<!_P_?{c0^pEZc;F;UAB84NVP0`sJN
zoAJmjkl)GL7<k6z0w7U&mb`jzOTuk*pPRHdum`)hd9z-<R?`gG2kr%X>_ArS=F|}>
z)?<Y?sD3xTvyW@DDoT`oKO>CCML8>nRpTQT@@IlTY{*?@`Yp;IPe8+vAn#|twbwhQ
zbF=gDfZ|Uq)n=^O9OaHbTcZH<fqxBLejwb4I{_0!{?2J{$+IMULc#*>g<*|XtY<vH
z`Xd|4%MC0C>AwMAxy}np@}1E-Bd*uY0uHnMJ3kt2d;P&jZr?V+lt9J<T1S(8^AY(s
z_3iY~VuDGBrSnxM;+|F$j{+IZVsTDqr;B9rG`UoPP`w0xM9f@{Jhay+cU`}YWDBxF
zJ`#;F8jx3e;SFR>ABV*)p)Pa_PrlRqElHFJKFOWTjSb_GP;-cAf&F&zRREj}kf2+-
zlcXy=4!DtQvXUU^v2*m~NN$fFE@lvbzOFB+5AqLpWYSV^z<en9?4PLh^*w_O<13US
zA<73B%V6sA=*#`z_Z2{Q0c^vn@vO|Cc6UUfRpeg${lhQ%?g64$D#&rUf%#5!UIUMe
z`<^TX!-V|TJH3@=WK;t?wugt^^{wR|Eg`Ck_+J1eMJbcw+4$qtowK>MVLcEhKvgRq
zaNH3ks8;UU`mD>KM8D~3Ij8|d_)IEvIXCjQcP6iSTl7}gKnP@KX;NZ}QMcIYFe@JO
zo?7STZU~T-RaZ*mI6O!dy_jJX8=`DE>1tkbxNBnzObGTVGR{@%VH!xLFcA^nq_D#3
zZLh&824~9w|85fZz4w@|<IC>??OwOQFGo@ZiYu6}X(%_Jk@0Uhxsw?Vs4|2|E*qTC
zp_EKFW!r<bDu(1j_x6^?Em%B?4=7GF+5;~BI$QrU!9H(L#&`S+^B>fDPSBbas$W79
zc?$v8Zd;V6{o~eZx<EGL!1NRk=q#3iBJ*P{qdwJPoaF4~Yl$rRQK-H*2(3Np8kc@C
zOhv)`_x;*Cp8!Df@ek;DfoSZnXEDhQ(ikoXFz!qY0@8N%W%|M=bvjizt2upDPJm<t
ztG{7{6X@JstFAFxJk*AEg3k`WaCrVcR#9V`z09#rn5W~&k%98?!F&3}Vda^9;=&1g
zWwL}Jx*3U66zbZM<<BpB1bSSubTam!(x9aQ-PucH0+JM-(TIE&I}3gs4}5}qd4LFr
zigS{BmR6@h0T5K^ARMwg=pyJ4W^ksjFslO||2qcsN1#*o&ISrICN=8$HPAm8cya(A
zgfN9tt=IZ~yTt12!eSg23mxX0K|YO7i|*z-3E;$q{NWK3_vJKi*KpfEuq(GpnE>_J
z+|N|2u|?sVr{PV1SV6?@J@NgZTW1|{9$L<+9&lG5_KN8g;GXP|du|8_GmoS`d_1M1
zt{yvI@9>tnp(FrQDA1LdC6lzITRW4ABKB$_BrDR1DC$j8BW(A2)C4_E0x%BDOVOFd
z4SH693;*387>;gnv4To>*apMDHB4kKXb@1(l6?ogFHfbdK!M60WA7pQ2z}VWv$)j}
z-vM#9P@Mq#%16?wh5TS3ZvqF6sK|F?ZZ8KOQ!vo*3`5Ur{(XOJIryM4F67Ol9P+z`
zP11^VJTWry;DfIJ;u%^soCc$tu<*<XnzEh!9Xs&7%)-m1en&57H*VsSc2?O!&w-sX
zJYtl{<|tEW-H@}<rCj{rRmf@kBL+}5v^0;tiw}VQ!ILk~-vUO!w{l@{(9YY2gA7#j
zU+p%MUV)FN;*YFy1g{$Xir>aHDh3gSmcCX{oLlb;ctzuJAcrol9SN&Xfk-rKdV;UU
z)DB847>xM2ksvyeLQ+S3bCW;bR4K)6DAc!`Zl%Vzh-uNysD~~<u<lQXmGUoFs<2ia
zxI~U(VmE!CU`L?PL_}1gwn0x_!vK(P=9&wu-~(26r<VLzKmMM!l{tKd`kR!cN>I?-
ziMYNf3+5vGL+X6g>F7{R4zLI4c<lIqeH0Z-Yy}*jxa{of4TZSfs2XS694(_dO~Swy
z%n<i)=#>Qs6^>{r2`+r8H5GYKlC2cQWCjk+PX741Xqa&CiT9s1r_F1@cTLK@79Lh8
z=9%$-G$IiyNuusKRb2NDL%i`+1t1vjcX~$Cz!w!KsAR3MjWPya(aTAvxXkTk2L&FV
zDdTfauj~s09|)k4kqQYo^mMs3&;&O7-9&PljcU2Q7PG^yI|L_~K`-??>oeo_h$^*P
zqOW!|Xfo1~w+zPvzJMDa@@JTw+%v2}zfKdBMT5{3ef^n6v^Y2H%}sVm5|4}kVY++k
z9JX9Mhb{Qkik#(R=JRK-T#9Nd>RPWDEZByAcX&OW`*qQZ+b&t{*#coD80W=~AHmmR
zo3E#S=L1CE8u?M$=Q78g?`6X|Kz;=T5*XG8PxQbs#biNs^1|AvFL~{nTJKKtw7e#K
z?+KQ`Fw*f=*Gh+#M!eN~!Q$x^6spl&v{>g^aawUtTEPf1d;V<WMHl*s%P`^2uNVhI
z(Ux!DW#3Oer&~O5Yf4y_;}C!59uqywU#eUC_D%*3VW1?7LW6AC<greI3n^$y7V*iy
zrzO*;k~UiYe#-rl!ro01%QlvTa~Hh%4FNGwFoO5X@5C2clZUVbs!|;j4^-uMniGzq
zn;o~zKxo3#2I_-+z-^KDTTSWc!}V4MPJ4Zp!6J<j;B%mM|60Mgc>D{gt5R*au50aB
zpHj;OY=pdcn=7NLXC!5)&Qpl0B0JlC_N0oo-EoVk=)DN^tdH$6TWK^!3;gSPzXY+|
z6kYG)2?{QRzgDOlX)+*0#t#GxcAhbFkTtFUEwe0}n{m<Y1E(JgNz6dc1dQA5xfZBu
zwR;rSL1OplEmRZliap6VGzdSh`|ZyIjJOBg^nvau5Yq{@72yWka9jJ&1koc%ekw^o
z{1&eiaA09$vjgXqO#=P)D|~VU020I`-v<^6-p*q-*LYs{5&TrApRaX1N$uB3Vh_{H
zt_iOex>nciL^+2Zk+$iM<gBnUN~J757c*g(tX5wy=c*LPdwu9q7QR5;{cSXfH$6c#
zm)`T(kd$^#vd0gaHG}&hiUowO<*s{|2yT-@O(3u+ZDFZwMRTk5hMBy3T5WLB*K|d0
zRI387#?K3&^G!mukJsAYQkO+uvFiwXU(ek_rvu#M%%oIXUK-}3>az7bnp*Kx|D@PD
zmpSPUrrZ=^t5$r%h+@}uWoU4n=I3J%%^v<zZsh&C)u63}b4`VCnAd0-#pkNluw!QO
zTolYdMK;@q_g5JnF9&@WcfD!y?9Q?}rlb0&48>9~>Jt9*3IO3Bhy;^N>Og2Gf&y?G
z`1`3|6PBY5fQzICTqFqBUujRTKuL;LynF5mV3(_tc^40lu^1k?x!JUDFJFd<NJd0N
zSOHQpGA}p*$8vsK_~rDzp=^#p3&ye{@fN1_?Ga>}@JT{$10z#I@3Y_fsoPaz1}X##
zeAUTD17fDB4I#mnT1X%u4AyyJBULVnB@o_N8q3I~?m1LcTSJ)v$rCn6&t<68bE@L(
z{sHU@LfZe%T1z5XI?B4wIeX}gQDuo+qz}PJVP?%nh#NKYw6<~m2@4v(_!{cCPq!e}
zbP6;$=c!VChiW^n#<Nm|;;tjf9>Kwsi-5rq@o`K(*6Q66L7gEk*Cdd}x^zzPU76?r
z9haIUdt1BJQ7u-=(Zy!2fArh8)q5RzsCv=b&mt}x?Cn)5YbVP1Q}JCWrKDyjtPEYA
zeTocU2HztYatUF2IT8d*jTXYR;mI?oIq-t@qQWZr@OVnT)d!dP<&;QAv>hl2!A$c~
zLvjNc{)_wWniqPU`i(`cBqyfg992qr_Z+ld!zYVV7iQ`7p2f*dSAaD+eYS2`YdM%_
z4PtHNM@YM$PT@uc(0Kwj1|tmkgl>KO&>dQ@!$9vsB|ZG4MaQw;k0)`D!P>+`#W25L
zdwcf)-$}`(*xq$sH{4N67G9+ZsMe5%we_N33#;&!X(5`0WkG^lo;nPSZ)>*|2<}IK
z*XsLND78lR6T)+)N?t`QgoPR@Yi$4}T^A9op+>c6dH3h&2{1sMBkAjhkDf^A=<tCp
ze?Kkfra(m@(qd-MONxVh2wv4kgw^`jm~P2$yObijwMcPqqNhD}fcC+3p|iohu0vhu
z^W9|6`LELZLz^o=yBi6ACZxhCr$-;x$uyoeXyA^!hhY??{WID0m)c?by072eyL4DN
zFn;e+9ly)3OE=4ZZxduCUY{HB>3DMHCh$@?>*y3+F<Ez($1blSG&?)LG<1XF<v?nP
zCGycXV6_((o0R&WgY6FA-i`u3gGEr#JdAlIF>_nD8B=E(x4+Csf$A4?(SPuCU(LH`
z4nYUmfj!}(VF3J8j4}VLPFq^}l#JJ{A0Ffb{LOMGvxCcZ*JZSNFBWKG7klSC<Cn{d
z`=b&%NE1Z*N)<d$4qHL70`41x#f>2tF`|7qKC2oQSn&4mY2w)fsiFlSe=3`t?pxIk
z6^v!qN;zRX6}IuS!OilG)f@gdrB8%t9`s(mqT@tOqxDU+Q*}cFt{!XXRnWNRW}P<q
z+QA11B>?tce*n6@(G6d6g^uVAV)iU-`Elxc`ME?Lr%oYZ0S3!BM_gH{>5)VX?c3m`
zsAghM%IP(*Ft6J@&*Zm*uChY+elf(jAnZMT!2pqeR-;Jgtw<h76`U889^ifW10Lyv
z53pWjtvhPhPq_a+^4ecc`oi<xiUq5UpH*~hSN%6ijLppEFyxgnKE<2AQ=BUQYxUk|
zjSyBa!yi|nc76f(ur&(D^Hm3kD?*<})5?VuMCH^h$`*@er&Xt(0i{{cg#<8)2!!+y
zP6kW{l_PNc*SWT01U6HyfJOzcX9|)&_#^TXfKX-R?(v@%-E2h{##T9c_>x@;YiH!m
zz!2V-j&Z1u5JIIC{@4shL*JJpW)m^UQ!j=9Q~<VXC~$(5#EAm?Sl+KjRIRP?A_@Lr
zyVoQbwbHG5uYO5h_DIg=T5xh{y;)-<iR68#>1{KvmT6_9r5JHCb7O(jalU44xq5Bw
zk4Itck$a7~1!{;{MPQc{IXg0i>Z^5&J~+8>x#+eyzvYf61!(<fzB4hb={~L#x>}n}
zgwh|b@EtPPs~RL<*i3$t*K~m1>7W=>=Sjo#*TJOD^^c4CqGsYsS>L~7fi0RL-R^`t
zpp(OghDPZ*JwJaZ6cM9)8g&bS_!fm{)B^Pn!BU@&6I_`9yH@E5FuPIe4oEgW@KA}l
zm^IazCJ)t}kf=uRm%1JKai$c5-Es3|+m-5zUC?{D8HySuyqY0cu-IBz-#I0+Ao)cz
zsEq@All7TN485cY?HS5K3^0cY{=L1Ut*DvA!Zy}nO&zKik(~T`&E3G=i~++C2bIJ_
zN&Ni6yRMk{b0Eg3c*y6pt_?DfxfGTxF)aTL>E!kg__yVxJb;|V2OrP2!lJ(!{rpWY
z{9$Ph1ROz2mQ0}c6zJ#ifjJy)bVK|kRi%+D6W-z5CAL1$g_H^03I_XeK40{Bb_nW2
zcAYRf3@)V)A90L+xwC430bQ_<%|_W|hgQt{G!YSaao-n{2Q9;z{+t|`sW9)L$xl_?
z%C#BYY^Uek<|d{h8=j>=-Y(%$*p79h(sFFK36YVQMSGW^V;ld+lS<iVpDB7E+lGDh
zH%3Ca78c1=>p8Cz3N~GiTAOYcXMF)y`tcFZu%8RZ1)mf?kJ(5_ub=&4f9`aWFF?sr
z&{{Mnx`6)v@%>tN1y{o2CVBTVK9P$0E<DD_^gaH~q#hT+s#Gq$_U2=*kAca9A-S1J
z*Ftj@(d|^9Q&!t84vgIO7~u^F*4<E=*_3tM7D;GpX*|aqJvMojNEt<g7$A-S7{2VI
zQsq1pSbUm!FVw&gu~)I4%&fO+4{f2c=sFnPGSr6;?bg-kp6=lo3~;qUmgK`OjS*LK
zjP-B&cO&s{CKN2z&ATPl)`PcAJlG0Y0b5V!>(RBg_XfH#j+v_c|GU>w+4f!4IKgc}
z0_>z={T`-vlDQvcTr&QHhe>|21<i~4jEpbE(j9O2P0XZEHW{@CgPy)FQtvp3>N;5%
zS%xqg*!Fi8GtR4c4L7+rt%-&}jVVuJZ<mv-Zz6u1P06Zgx!Y>4di>Yvan0f4b`*p@
zMczL@7kflT=z_za8OHUwssg;=Barq?6i7cJVIZ4j6^>>_=WhO84oz*o-k2?886xcM
z_MkOtzKh-RMAyKN-4P@VHRm1EIi2fPXRpOhL&HC5z1XS1)6s?CS+fe!Qi!y$rlM^T
zWHDcDnpk=}9KD(Q1O*9*Z>kL}Z>^zh+f7|RjpuwAvi)^lWZgc8$WIR&Ej~hVtbut^
zAHfXblhNEf>&M$7#<F_VdbwTDb`=o5+mM;kUsLe8QKjitiFg@kfsTe|?K@cUJBuvP
z&N42rvur$wMM3%k9&9wpNC^dY?9a9p+!-n6y&~n^5Mu$=kdWJ%o@WLE|7@86S0w(n
z*DPegv~>64Mlh4&vE9UvuK5yx@hOo~)<1Z2Z&;AHf=M0tE#b%#XD*vj_sm~M`|KyZ
zXnk*%$Ar=VL&z!?6qy?uSwcR_x(E@HlUpY1YIm}}Z}Cc&W)1`tr>_bGo|)4CxR!e3
zJVT0X{<1dhp`+oC!A;7hCUh?1(a&b(Uzb4vrs(w@NJF>?q{&gIBhLBmH9&!ZtHs2M
zdo%G7Xp5Fmvg#jEyBk;*T6>~jY|8)mNokh+lWd>GCsci|mg(7!H^*8hyo!d|k~Y1?
zd<)vUyAQlqCR|=e%$>GwD)o!XJ+#)1ekA^hjy=);7J;Y^R!$D>18IDsYoetqX%8Go
zX>nf7z^?JWN}m>yxGbR(X{vJJ%JZwTa#~*AuiIJPQ7Vj5?nTU=)D#&itR1<oExg^`
zdZ{FQ5`93r5N_WZb$22#U`<l8$4XAkc!yD_CdHycY_{YA8Ru?;3wp_YYWedT6Q~Z1
zp9wPaN?t1V)D$n~Qws>lN^n%u7usQbNEkyhaWkY_*!-}rdn$Qhdwh6eJ#Y{elwFyV
zfxdq>aKkAd!<gc!aL07av6Dd-;(t}#k9lCaWm&#egpNs@_36n`6&qMvM)Sp9@O4tg
zpHRg9cg6jf27C`Z>M!^U4dWQ)m?!^EF#@0Md-sUcMCB|{&+1#j=>-D;c&7=I*Fr5T
zjTqzd6vsw!)f*(ya@&}Dn@WRztXfO)_w+{w!fRX;yo+G_tqw&05bkz<A9PTcS7|f^
z{pfFS8;=jG2$>9uJ5?6WTOni~%k5clL#qg`2T!lzlCyzMG1>P<*C5Uh=3}R@tTD_o
zwi_FA8+m8NS&%(9^o3xxn2z2aV7kA4ziK!tRa{p&1i!W4x0ty!nplBRQGNXX)w~}(
zqSu_|DFwz1U8M;7B+Jpdq&ucxvJjN0zBW(J!%3HNccV(+pp5ifR5CVW1IYH`Dlm@}
zE6xcYKkj$Af`Of$XA#UjHXgHuoe5y5FPIU@U{RhCEt`}Cn%*Mb(_9I=$HRcH`T(Hk
zlAN^R#I%DR4>SI&$3LGI=aALnK)p{eJeA|dHO!s<{Vi3UWT+^8%6Wx{?6ECpj+RCh
zju80f1#dZKqKG;eX|e7gr$$j?UcnS?te(d5d<A;qhp+;~*!ky3{7o^*NIpHB)|Y%q
zWuZDQyi!N?t-}>mNosZLHWS;V-eBAA`Q^jcO_AN!$EXJWAS+vY8I9UY4liO78Xm4s
zc26EYs-gHqx$winfwL#lF{5?Z#8KF&%BzS8l{oEbx17AN-+_l~2@b9Z@$?JPaomZs
zA9w1en(>`vFl6aSHfQb;+;e|B!jTKO(9!CnPl!%~q5vKj(D>wYCHQ!_I{s+iJl;`h
zszk6!#l0ZWyL+d`u+wpB%J7NBL|tXH=S~Fk%6Ky-#rU6VXcBaL7fofd#Jrc^B;WnH
zY|_yEcOhZ07u7_>a^To`y**8l9YApv2OhLv`SSPgaCZ_#42ia#4C_kAtXm5Y7*1Tr
zwl!Gc%=fgG1bZsNlToLWQ^^Fk7W-r!lMnT`i3*2+9|C-7%!a+Bg*-js8!h9}8_Ywz
zKla#TPhY5U=j%JEZ>)dq*xrUZ>@j7);0Ax%S`2mf&*Z{j={N7<-wys5_+itK_m*FL
z6tdjW$T_b2x|wLNtXb1560Xb)ZnKj@vlLr)vMWAUuxoeanO@s!{Ok!{*m{;jN&QPh
zSs7GEARbDbpHY$iNdrN8*rD<y7{tHxOI!R)`-gAIC>H5WPN~$`fBu~<nJY&_QqOrM
zV%FOvE!W~hL-PHV@-f7Q1h8LBFThiVn!OOv_Om>-RIA_(Dxt3?-TWt%p0&354i4Mm
zZbgk3O)d7ORb*wu9UR1t_P{W{w%<9|Uhv4q<pMNmm7$OVT|Pe@SctCb>cd&6*b8q{
ze~GzyiAlUB=1!q<YS2||OAT<~#_Hg`?188qC5zr9_lLbx$t=K9Wb1l78#%8?FhsLl
z3X3%!KE4;TR3kvNoVHo7K{N3T93FD>-fNVF+gycHjkB_!zwp>pvlN0)R)J)&mqo`r
z-)VaklawVcpEvPcaAaYrQF@j+4&i?260zP+OeXGBmp0l{v6cAZs;IQXrO-E4Q+!0r
z<2GEPsp0u$cQ|9cp5RvC@bT(_?w)gS<4O1$dauBEx8S?VLrL7=^+G)a^B{6>Hzq^u
zBOuio)3rhgYaA9GNj%KlN31LT1!FFnw#9Q6<ffd}211Oe|9$6kFO;a7X3sdvlsX>^
zaCJQ~15QR}jv6J)%VJEQ($k7fG8(NWXt<^+Xw1}AhK!CV4^n)IU*2Q=HEpaT`=Jk<
zyrM}nkw#Z#n0ou}q_Uw`8WfivvGo-dC6QQ-ToaaDiNhzpge<pLuo<oEfWVc{UsrkX
za!m~qvCprIw>x*F9^AP|$9h%GA;=u1(O+)m?fkSG%gnyF&-_PU&swpm#`X^s$!KG}
zZSrSz=9msBT-y(R-PPT1Cqc6PPCLD!Q85=<kIAtTx6bGLpWDMk^wScFg-&ICsR*u%
z3m)`VKObkKXt7Ej-meuNh4Yn#jaC)ppFKH&wsJ8(Vq(%!AQ>KTnX(K0xqS@n9hy0l
zlP}3HDfxN+3NoCS@>pbqmo#Gz-YsNX7<)7z;XND;52@OIvJNu&KTq!a_BVJ{X?A*A
zn#c@a{qBgBaTF(SE|E&w#W6R|yZWWVWUU2!n6UUrpkw<<4+otHISUh&%t*DX1M@u>
zeVx8~kwvSX;mqdgizXJ`x85~QKhKei3S+kxxu)Q?|CmX)QuLBrIXe`#j;(%<kO;4m
z2_9_BJ@byv*ws!klk|4qq~+sNaXol1t0)UJ8{l9o)?fzB_#r5Thy4M^Ag3h|wBXxE
zn#c887DU^9^A%m1YJ}usV?HP!`(6Rfk|K%3{MKoNoeRs@B0Kl^r>U4?T|i$ZxW)C0
zS-ewEI^JoTqCKe5jbADVJC`VW!G=c0p=p<fn~v!}OAiMm@)sC_PX#ZXxiRdnw@wYC
z1xNEN>X)9$zBm4&&pg5U2OE27P->x47_gQw!dJ)~EvMne+FaYDc0|T+?={y~Kxeiq
znpa?l_D;gCSA{tvF**02nFh`T&sUpBTdhq(nEv**=1w60a&)K5(<|$9<r)w*eXfji
z9+P(IZDgT{UqKdmay->|o|Ud+^gfYD2VSWTRH6<42QAG6aQ^w<>-5jdXu5?^q<rhf
zN4lVmmcA!y-NA$>HNoHLg0eJ<KZxs{A(~%O<<iNx!5t`q8}`UnCu3{?_1hHB)zwR(
zw}<lKXoce+D@90gp*xB(px)zr7q0|cKH-(Zc&OVCbN&1*DVjg;%cWgG`*Kj9dY}-T
z-ZF6wP<4Jw8vUGB^0-jG2I~m&HS5Z#DA~@+cRTskuV;zs#d)8-rcBR6G39y1`oO_M
z;VC?2aj|;c4)>oYXs0a9O74A5Z4}(IIwrVvvg$tO=>3A#-Jc~nf@q?{_jGr>cvFjY
zr)u4%=OpgiN=rn|U|jP{jbOzBgx<B3!ZAdBt~50|tm_2_*$tnE2K-z@$L5Xw*iGG<
z4ywK=UV9cUF3`h|k6}^p&Wi&d-am#?JNhmxG&PNTRY1u)zY2P^0($!xk?YAvN8#PL
zFM7rfTGmfiA2#gM-{y}uKb&y%HtIk4w&E(#xDVwrwR}s-)nD$w1^0V%#V@Undp=d0
zXC7`&s0F7ge8o%XLKq6_E>=)2J4v2Zf*As49`fsNI`E3b{U_G=WQSw<MqYm=NkwpZ
zrdr~qu8FU~mG_be)32cy1a;e9L>PKl)q^l_tERjs*KM^68?q)<)jLl6uaYs={_MP*
z^uKh96_hpcZ-Or^WCR<D-A}tSSp$@5<=Xm&lN&kc<jM1Y0%&`Iir8CC%d_-Fpk_fg
zluIAB$=u-IEBJ8eL3Ku2;v1ougJ6O{A{Zr}^La@{I%j9{7)koixc$8V28s)LrEVen
z$zKUr;9(7u<PG*@^`cMd;(YQEpV`3-Tw`}fl@e)L%*-c2Hu8KUb=PgTWe{O1(l0}!
z4m3s#Ff2Vkh5#mm|8E5LmkfCk=Wxoqy6D$vV$9m|?K2@B9qV@r>1}yF9z}t}KgGnv
z^7bVKS0u24sPc8$G-`Lv6GGnHp`@W&{1Z^mb@~Rk+?~R^(dV^#TUef@1~L*oMvhdO
zHaxkTN5AX>IoN~UbBrJYHW8m+KE(4cqg{8JVxAISqho!97cw6wE$k8S9BfiGHMUfz
zFRs7l2;vSbPfG^5BH+ICBS0=PBEb&0)}>RfSw_Lr0a+y5G<gJ6CfA*N)ZaV9V9lk*
zfo~zyc(QU@lPUNh(w7N`A9|CK6DJw>>xxd&t|y*8ZC-upqV;))d%Ynw_S5$rs`bIN
z`IlTp=UenlT9ds}72?T#fyO#??|FzJM!z%noonp#2MOgr@&C=7=`rS_rI~wgHtHr%
zZh5;mtl`3OH=D{p3+R!^Yr}P~4~>FGd)I1+?D8}jizlw(fT??sIC*&aq`|ZCKd@8e
z9d^U#x5)<k!M6A8i!iLRzrFnVu9R#?=iJ?Y-p;3jFW!ti>EmMISMB4GlgH!7f^Tz!
zKb_KDAyksw(KKc}T{*pNdz$=h;Kx~vA(etV4tpQNC<Gq~knI+y>4N~3_?Lv3bM<QF
zSLLLp{=_hD&3`2T`{rSF$#XRTdLUk{hXT(n_|h|(;VS|<VKPD2-xZ@iyipWnMAaD6
zFt7)(v1%|Nmex;3KvNXH6gDd7K21ZKlIBTXw>c*`hD7AD!FYZ3r2g*PL$swCzwCIP
zYIWW2YL7}(doBhYy~Bo9@c&*SaT>+yhVD4zKwHh)5qZJVWmK+vpJyFxCla}gUY^ip
zX#_=7&=*aCrnFT7obzC#dG0p<xevIDtX!X=c?gP_HfuKXa#upX)(pkI$e0U1Bp*Kn
z5!-UGuCn1^7Z+HnW|D5y4h@7G@Miv1`v2a{hduvOe8FQ7cuiApkrJqK9(5<z*o-E$
zw{<~XVef9;_dq1SegQIzeZFF$?C2>G=00Qp-}{t}S+}#KHWROs4CLpPHuWGCBBFCj
za)4F=yZtH5P^C>KV6@V+5k+gCt0+ZvQvLSE7vMRS=brPQSA%_3S=AlVn7XOE*nKn!
zHqn4FP&h=ByD!NBkGO;Jh$sK!5ipq8qla%m6D2_moKLdCQhnf967+>%z`IbWH=sEb
zEeQAp4l=5>%qXRyw3WvgAoY%5is}D675edESd7t2{)=KS2R?<2Mxv{tJ!>GE?KbO6
zV}bgOb{>RjGZjE*0D1dt{Im7q?=2*JyMXsxZv<<Byp3nV(W;-h5M401*SG>uiAbyg
z{FKhk`=E!OK3#>#!dc*~6nxI)J_gD?5SeQS&2c{LPZbnEIQ@G=yjFdUG7b0ykwa3=
zAUv{ndSUD_LLaZC#Gx(nr)=|=$Bpe<T<Y4|_}?i@d@t7;D9JBp%iwzEtO`Kk@%rQ1
z3B=7>?!H=z)91i0WuBIBbOAim%;|-7A3WiD?-zTbrQ_{{_>kM&+vI2Zk532t;6Wu%
zpO)mi@4Yx@bD)ttn#~~c(?dM}qZ%ee``RdQdrGA!gtpK=<b}aD3!gO(vQNxp(vg8{
zI=&2m2>PQ}$>g3(at1Dv*EEWwU+^o&RoEG@{I+ThUdh`QNGAQk*=IMYW@Op?3G|MX
z6c{&5;!yyj+v(k(tT9_s74)?8=A+My1@ftU5y>yZ;i==#ZiYX5bR<-}NC?W^l`1XG
zn}2u%mJ0Uzd;u=!*iN+P=~aD35kK4B{Y)`XWoLy6XVBnbv}HKi$;SM?l&FQbIyLqa
zuM0<O6~iN~mHKUHaEAzJs<b`}w!Nz9eSOqKF}U}g5Nun8pYjDeHN|RiofMH<Iy=;$
zcyFumWP~rhP-iD=>NoUqD$Hth&bY_HY^s$6_xmx?tHYyYn3w%xSIc(-I+ua<shk}6
zMvpucn0fVO!U~1ffcso|Sr)@<Z!z$wbGq@tKWhvP(Fc$I6@leYPv~-|(jgfWt8>n%
zE`vZLqBee#nB&Tim!AwX(v!V@J18WdG&JZ`4Z=yapB@Z6N8UEkbTIKnUB8}D$+To?
z+%rTXuxtQm{daxX;@v}cl?s7qQ#4Rus8YN49Mf-z$Nk?y#0O8O@l4w3xV(}2Y$r7Y
ze=gTU?BkjRn-qnUhiJCC^>cnh{XBg-jh-j3-_Hx7-wU03l%aS_uGdby;1}y`?_yvj
zyYOsirVe50VZtT2(MbdX-t~wYCwc~!MiBvL(7j1zJCGBNNb;tD`UhYStp6uum__Qn
zmbmM69LirvoP&LhTPB=;kk=r;mT{0NxJbh{xa~Q07J?ep#&@ZFzi@r$5FC#ea_J^5
zEiF6Q!xvOkTc!b<zm2pK(`*EAUXElZ0PKuM-Bc_nx1Dm*4g#o3ncJ1s$quN8AFp=b
z_W#Z~O!+FqUcunKlpW+r<CENrT4|&*1n7<2h@I{cB~)g)8)D{<cX-5|ouBnFmV;G|
z%cvMF@a(3ot(ywc{yN<E)tF~mI@yR&gL@6b@#|HffPZjnv`SF)KKE&E;<yJ0xnjYV
z1m)Xy)JEX=fnSmsk{()Z%tiZN{E8o!WfP~tehb&A$IC#<TyrUN&oQ(DcCN4px5{iO
z3GiN>yUasFt4HXcYDR!yd)uB(9T$REM(h706nJ~6{89#;qi}yE8Gz6i@UF%fxy2j0
z+9aWf+3aR|1a^k5-LJ6NW;Sqbx`|2fVc@}HA()<_zk>j?k{RmknTA8LH#DQelJ`?1
zb7?Mb3FTZ?z8EB}E<iN_e-df@y^%%PSuuGnWiJ;+E7B<=qsU2i;dW$vc&4k`A!^9N
zuHBUuViz9{<xAhJuU@%Ut<Q{9F&T~MDegBw#-K8Ky!saMKkvT>PkliBKcW6&Im^1w
zhhnnqNd~{=y{0iLnM+HC1$MP{xfh&RxD#={5j(1xN69G;4DeBazD)7YxC>wkBDQYQ
z8a5~Jqi__e(HDbbH?FqafAE8ndemu>FL-D3V;3T$xxCG^CLbgj8C5BT);@3o53Kav
z|Gd0UmbX_<C52J?dvC@t%0We$;e7KadD&xKs%Qrd>}+w1AX2vw%PaxV*TznLt0fN0
zVh%)GzzE@S#PcW)4|*yhf9Z5UMrZQ&TE%c+U?UgVV}yo7W{$zKTX-g+0>`avU~|`T
zF$LJalkP(y;OMg4K3KH`ep#BY*^WF%emcCgV>8U-r1HZRF_RYb0h`}|DgMP`NSmF?
z^PtB!oD)#j+2|IYHqd8M15XyONg0#qx}R;;t(F3q+XwIH`Bdj}V$%zz05y9D^m+_w
zIM*s%I!Xj&KPViv|CUVujzD|xyKwZ&6<m%AF#D8{wZ{*?$m7>sH|D)3hHCf9rUM0a
z)p)%GuKa4@yUSiY9#3d#jqjM|tp0L&%0&-w`h~Y2uoqKr;CiICtlKJ|1?qw#<$(kS
zwpRX@>xv%*8&^y{0GGvY#5oKP>XoUm`WmH_pm<wVCg8?snau~N*7$mH-xkV5|6afU
z023H=pL>OEB%pY-g+u!-I#rLvAb-#xTGcp6CB|S})<A%JX!UM%Udbm1y#l$X<;$-W
zLEXY;9?BujMaTA|KA;MYtYz>T`s<Ps@yUrrNwqli0%N*oV{sK!KM>;c&6AC9=ZWy+
zL%@R>egE4iHiRXM9tkF+)A>Edr72bq#lqpTEmDX3<3vtMfo$|CpG<fke$VZZWEz-D
z^!^wmDankq$CI+iZ9_b6&Llg+$(7350>xIzUkBAuDpDRAs)y2XSO<%M0!!W2d7HYw
z>VJn~m`nn$P2YPX{S1}+2$ZsDW%#O0O+G4EcjSPpBEP>M{zT$wN}z7e_DC>%Y@f=Z
znwI_Iw_h_)Iw_@|hO4TD?<~#=)tI%blJUk`fsP)$FC|uL^^M2oUVTsrC;M;b>iJwx
z>%PfXcI56EhT>nlpcP=+^UHgQ7ML_&Aj4!UY3?cdKV2Tn$m$lz53}vc{7Kw#?s$&Q
zD*~BIQM7E+6odJh7W1*>P+ig9!2$u{dn2pd2EQr-gbruTG2$}b`~MF24{U9COJtHX
zZw>4RJ3^5^_Xb^j-!zV=$C{kw8t(}F3GqPjg0SR|G4>eM=Ru-#9W?o=fRqY~Eo+Ty
zqLd=daGil;Hy*<$xK|ZUb+DR!L@$k^4r0L3(ZJ1oXwOe``q!H57oMslLy3*wYt(3Y
z?~GPvNxS}S!`f$wD()J^fXd5FH=bQNajP8ASzTT(LIFn>^{1lV%5eNsV!AFW8^o)a
zje|YVpdr}h<^VBg?Kxua9rB|7^dgL$F+Jiwv`sE1|2_`<fTyLoYLLw#jLOy#7A^ug
zg`Qfo_fjFv;)G+eW>fiH`PR2Bw^khUphFIF9fbhif2gVbQ~itbnCI`3Jb`xL+Ba*~
z`kmVaRZ}H9xPk1E8e~iCRyi+R+YY}a=eQPoFZ?J`;05{iAFBz+M#kf$yLsl|&G#c;
zVvZa8cPw}}M&9$q@634bXb%O_I}pf(*O<fm#S3Y26)kK2z)L<aGq0ygCm*Wr32p_f
zeaQt`{rVeVvLk+>K-+Ny>=NpFNy&}JwV0yRu-=#737j#5<D+V++!(*R(l&I#JOsoX
z0Br6}Vg-c+l^PCv6aqujzW3j?4&JuVWQ8hO^xjZLV?*jAt*|_5ts&n^4)o}~ZCchx
z4|uTo^xjJ{3+}GSB31A%T3A4Cl$dn%S)<G$9z|Tj3W|Qd8Rnt!1uc53WkaZ~{hLNi
z6|(GRBP5%_U@HF;(@lon9KWr3wmPv?vE_E+{5pX$*L#9ocMNS~V7Pv#3592~R#zQZ
zdFCY2!*V(V$N%b3x$-OfLj{oPE(FRc$n@9Id2;<ngp$pb%l>g_Jy%Rm?+_QFO5aV!
z5vnKzPw`o_>N;_=8+KcBbq`taOt#8O%3QPp=b<s4?s_DxTLD7q0dc^2@94ja@@Hen
zsKe>VMGdXB#w?>+7#V-4w7gl9sj1b}hS!A%S}hVl)D>D%L}`WEW`q5s>_6Muc*q_i
ztdBio6#3FX$n?JmdEH^oO{eYIEVtc;HyFnAhR7$dV9fky`1MDBl$KndaUkt|rwtDo
za+Mc#@OJiudh7e63EuuG93XzmZTDWz+q)2q$@km&*2aH^*Bsdxx-vL8HD1)w*r4M*
zw-&CzjV-jP3NQ&1RuC-*Sc$keLG+T|lttHJAvg>nvOSxUt`QX1L9w4Vs|+l?Ocao8
zcvOlO+G;%dt{-d@b`knTi;1&Wn`=8*1Ql)?>3|KPajzNhYl@@Pd3UNPUh1$7s1bLB
zQ{j6<2jCc;_Y3_q9-r9Ft)VJ->)zf=yGd|x)yb9<S5?<@ry_gApXdHmH*Po!I;>}r
zcy!3s@RVhfBx-lTDKFCnwAnq}n-bp3Q(4VJm_GOjU+NWUJS~;pW7*fw@JoV1<Aba$
zs{C&<gF8)1-nlJw74oe&613w)h#9<bfCtzA&nR-LxE8?qHA_Y$hpXDFU1Kb@T}5Ho
z#eGXfa)8reR8@=ES?rYKa_iR{t>+nolSYcE+(u4`wakTM1?tPn{{~;@koYjBLJJ@$
zLZ&fr8jz3bmuEjm;?Fv@5T@@GHZz;1LtiBt0h+^!b;P%tTOS&QkH`kby8oFAm;_Ud
zzMDfwhh<}3mC&z)YRX)hmaDpx_GvFF>(nf6<bJsOC|aX99x)QZ+!t(Wq^79Y06f~a
z>je^1>NW?RomTtN1<_Ujm$n2zxqSY}2Eyv96Z}zg@Oew6$Wt*tW5ivz+R6eX_C(<O
zmbve*Vs6F#1T?YyUpe64!O#YG`FSCKI^ErAN#+XAq;yZ0;vz?sD%dLXxqtox_b0*z
zY$_X%(~yEo1A=DZmh#1j#dNV2thw1IAU8>MY9CEC4(!g3g7uLdvF3(&i?^+e{q-*T
znOD)Y%@_M-Yw~+~kt`mCeN}KaGO7n4zDNgptQE^S7A|-_xR{i>xa^wc`k_(Sud(qe
z)d?EHSXcjB5|M}k(U<%H&8KjJdNzlDswT!?;lLs2H43kI#mSb4vzarIi-wO-6>>R`
z3d9R;-a*>?_#e$LtdfkLZ~`-Kfl}(myGfGdgZShWLFEuEI;f>jxwVYs<=RY2Zffe&
zfPlWu4pNV(3-yKW(HGv<(|qE%Sk3Zj;c7gcdJi-tDfn^1qkm@&{O|yEZJ}qWZW=52
z=#S7G{yaU`LrJxS(Eg8##mdI-R0M01(h<Rymb)2X|DP`m>>o=A!Q=3ntdv$*0^bX8
zNrk!I?Mm0aiwgj}AD}t}p#FD(%r6l<F(=0SQX;X8V6}|@XCkx>4OJQtHu3q6LaW6U
zM`s5YP-XcQgIY;O!#O{iB45g}CgOd9;HKZ_(8ahI5LT~HJ(ZEkq$GIM-6S0u9Zp%>
z^@1PEL<GoFHI+sJ!Ex1{fDaKRer<8Terr@0$#!x2Co#i92;eqjIl%z%?)^8gF}BFx
z^U5w0s#f2#c2hr)yps1R7Qt7@j-KS}$+Lfd2zJD_#_}FsEHvEnYtXL;-EsS2i4vQ9
z>J8)je%%&cz98&9Tu4D`Gbt(#CuR$Q!zx95!0HU7>o9rlHKiajE;om<?Ji2|bb~1t
z`TbWSH6{yb&j@v09~Tz*ZRKgOp7Z4J3wqkUzVOJM`tO=NXdq?o92`g??;kfxQ47m|
z8V>h5<a65}Xv>Sy?Rdo>+1$6YHZzo%fVc)PJaPis!5;Xyn;|bS+6m$6n5$FA;fgtG
zlISJ%kk=ocI&hNGEEIDbuhlv>4oxK=HB>oy_uPu?n4=%`47oZp+qt!EZu@(4!J&4@
zv1hnp;ebjInMrWpYdFe4H$LPIF$WO5CcrmfyEz_&E)9aOALV`chu6t>*lFRAPSj|*
zdfioO6Wr6T=aSeTP}vL%?s;cQ&+EV7|46l;u(deOhFo^rL?<65FW|4c>t*W$`KaLI
zIk=VS2Q4SQ%mmRO?rOr}!pLE8Zs+->d3;h~t1B$3_qj?oJdaYVzmw3EYw?}Xhlq#7
zZz8YPM`1(K?3KgOcLR}>f~<w1whhZp^&3AQfV%u%#~sCFDha!z1}y*6-HV<Egxm=V
z*Ko;h917V{N%WkAWBE6<`>zcjxY<bF_nyikL|Z{G%6T$Hv~*}+oa?OMH(F6(1sI|$
zYP35pg;hr$t1)m2JX!GV4Vs2tZ=Bcob9Ukh6k6HZwPZ?T8@JM`9;Fupff!`|k~{yS
z_KUEYpNa<S3#$k=k~)-s{Z-uk9!mRILH0kN-!3h%%ogBW8?voASmTiu+{FE(R{H-)
zd+VquyQpn^4Ae(dR6<1wrKBWe1cnspl!hS<T0mf^AuXi4I|r#jS{enUa|r2<p{0iA
zcLsc(@AX~3f4=qIt|bD_%zdA;&pFrL``XtQDfJX+X(p)4A1r0l>SaPTTND5Rj@zO7
zC5u5)E?l-N*5+eaE{cZkhYUZMJgy2VcT{~FJR#6&TtD4xo)W$`eaRj|8uec`Eil#I
z&N;cb#R-cYBWt0H=vK~LtiMLIu)BS%*k;`;+wknVth@-9z^5)9FA@_FdpzX=4E5RC
zPB;Qh)DJCk691GwmlG}AdmP~CdWYdb_^fM|!V721Hbb4xVxWKE`QjuKC#^TaX`2!I
z*&3AeM(Lv-c)Wc7K>79!#`F?C#j)(eX9NUdsFd5pOQLnpWuKpjLwa8LgGW5&PgVw%
z@jqRqZrfc>jCeZR$wg~|3#uePJiNj>S}Ys<Iz&!Au2TY6d@rk6>RK)KIouy*PqiV~
z`7&wF<%ow{P6%143doLoIMbY_0-?^uRp(q+0j+3%V#RhnqsFec!&YYBNAIF1Cxd7R
zUht~#r8{f1R(_nXS}C1tjkZFJHP?&TQ{}XEyNM&f?#6+ZFMCF8DX2$7Uy(FtNTl*U
zZkM84sJ`yy3V|3{0us1~kA8ggDd+BwX>omi!eH`}1}B5{N~Gg(bcu_%4;anpQ)bX}
zrg#EToQXG`oEl<mqoQMI;Lj7f|0*&b8Y-LGcPiR%)RpS?npvDrQfA21YO}e*@J!P&
z{IUy3DzZI5I_Y)aSy>&y<)~P+R#e8Isfr}8E~+a7wvSu`V}UTk17!K5NE7ds{?f5q
z-qx?AOH&i2eZR|!ZdUXiR?gjt@82uy@SgbzV(QI;!RZVB>!=j!YlWu4Nlz;WjhC|R
zp&-N#%4DS;qS%pWrz%_#=y4Imo~U>CYB_f18w-cW%ge8*%~o<pa1Xh`^e|8Lci|u5
z5}ZfcquxLqC*}9w6Kxr-$m^7uene|M7B3H23L7!(_q_0-u&hPtvM&equgOFk%w`G|
zNIO2=EAP|0&l!C4<`PmLP9;}*d=A`eAeKil=UeN%dGjmwW;%wC?7ex;q*rCMgio0g
zh3~-@rQATq09GzfH$K$&JU5fl@dc3j`5A`#sG)6$Na(rr@tLV~uzaSTs?fnEP@S_%
z!@prL4L~xar!#V0sh&VoVy3I1V%wHg`4%`H@fUT~x9M)>YF4G8naa&kf70O8pQQ5L
z7w7oX2Xa=_K8eyJCmi09-2TAG8$Axf8~gOS$uSL;Nfieo7%S<VZ#?tHJS&m?6Rw7u
zs7K+uyT{DeVC24hv$o$7OwuxZMk{{LC@k2D196M%Mi%!FsNy$6=_h2LG!+q!PaN7{
zCpGy6H3FJnKw062VtxHnaEyUFw0F^Dp!b->(>Wyn<w9)!Ru|mVPXF?6-uz*BSfwgA
z`fhHAeQr1{-QZ1x(^OJfLDQu)+R(?b*OFACGrZna1sLM7(2Ec9{dJnF*!Xg%Xn$p<
zcmoj(L2dq9%GRq(umH{%CWIbc&t<Qu=sry<Ubf480gx*&mbQB~K^MmIByBmFGHfw$
z5J6Z=KJrqX;dc<d7|WYEEeWMycmP-lBv-&-`k#gu-GR4r{G>rn7QseU7I7nP-)O(`
z$@Tadaol4@fj_HU_zfe1bRkGDp&x(pP5f|^ewM=o?R}Llr@kniep~+Y+qV|ck0dbV
z0b0zny0XBaH(<DqQS@*Ajt$u?QtI+Jr~E#bY8|$!DmC?OzBWW`pbZ-o<`!o)9Qsoj
zct3NFdYa84{@#pfRk&{j!_8jp*>@V`Os>4{=y#0AX{MduZQ5gn<*K@XX-UVk2w|lG
z=yIDpO7bx++inUJ%_q@BW#YKS^hT?Nk5hfpu#Q7P)Z+&?FI+VSGIzQuF&_3@6!kaH
zvO-~;KPkDtcMZA3&y|izID(Ea8bNI{)}{aIqjoOdGW{NMB7`OSt22qPNdL_7fyC=8
z6vfX8XE(MkQ14x#_#I5vT8=MTg1CR#O0g*r&u;07b{UfiR=U}YZKtQfPpfnx9T=B<
zau_m*td$Z#tsbjVZE`_mp7=FhiJX}JClm~ic!_3ByR&h?nk+Gj$=z!gM|*T4?0cl{
zsDiM<y`d^h#$ASrqzI}CC9r?vCv)7o6fw}NVD{UlzsaKH)65+oJ-yr{?kbY-f*Y{-
zG+BV8BE$#f@Oh5^F5#sn=H`BZ7|Py(1YNtr8VB*-C-B}~+Yzhvx0iiA&A{<%Lyzm5
z9-uPrsCt93n(PazIE%TF+?^E5zdRfv_wL5eUMYLygGO|jN%u`sGEzLX;6t0Ca><5#
zUjwr%0Ds`K$WF`X{`=JXMTTQI*c|34y4VE0?!B&hKd-{Dq)dy-&RN%wIrcS-QvV-P
z=1@#!lz{F2P8t(Ssxz@kQ<GP-fQVNfm+tX8!<JxH2KF|vPMwyr1^X9-BhY;T5Fv7~
znsF~iPJ}^Ea!oa7|5vn#*7~vybmjAY&rAVxQP*xqT^JhL(YNqO2AcexdcgeP%jNNv
zX%A>mwYnL|jJyNe4nvxDGWL?<ViB8bj{!vt2vgp(wVG27Rjf>&WrLf8U?@@8y^KtF
zT1CF=&@1pQ5Y(FDtNrgu!9N}rfCb%$rNVW6ICg=5LW`)%ThHfVP-a+7h55R5APRSm
zWigmAni+i5sKz#+QV4tDLkQ$y-O~^CKp%wh+bJH1o`B<#G@Q^ezSe^hUA@f$c!gmn
z^a^%gJqG+BQyYU*cxG5=Xc5WL;o|1>=N{bWZNH8Oa&nL65@?Y%(M8Z^sOMN96SvN%
zrK@nqUJDvGM&dYD;{YTroOAUn*%IEaTrL%Q94Qd;b97j&e`GIT-a-RN?t)568i`sf
z>m%6IH>f=TqbpnXdL}r2+=l@h`?b!X<LdP9JiG<`?Iz<v_gfkg2Bvh~aA9^GHbRk=
z&yjnFwq<2zSzqIbLhJEv+2YSfN+Z6~rlULp$sKmFu!%@q`<8MAI-*doVrAJGCjefH
zK<&G-I|-Y_b<^r-xeld(90(xwM)?zyfuPCEsf*B%&Byt34|qyuJ{{Y3xh1wZs3i{U
zOOYZc*%9IA!!4fiiz_ptINZ^HY=ExCN(yE~i+xC;fKfVahGD5`S+y!^ueY@GEvIPn
zWJ&b~oCIMJy;7h*pF2I@G*(q2U^#aSP;rdlBJXu<R<Y@3mX4Ym$B%_onIpKv>kIfb
zDrR#YYAAJejk%<aY}i>OI>j@k9zK@q{Qvt^QfQ2NVlKCN|Fl`z$AdT2Bp@loWht$v
zW7F_J;7L&~XQsMuqm2Ne$BJ21pG;YY4QuBd7>p9m*VInJnpfxh@sw!!{%Z^RFzLqs
zShDJBo3?R4q1|}~JU;t(i<9u3`~1`0>wgS^TFPl-+pMwV6#|=iLxRv(y>Bt6NM{UH
z<C!AObP1jzYD@sO*s{45%CfB$Iwlqt&XDg46S-U>j%qx=-XyUde6qQmY+~uW8?qNa
zq5|T1wC<L`iH&}|@^XZ8Mh-Za64OyhEPDjj;nijjDSl)=S{c<|bzMur-VT470q&xX
z<}_<@b~d+0V^HAFZ3!bZE6k(hwOsRb2lk3-GjvT^E3Iaykon63nZepkZ(*V#`Jwk*
zmUsCclV1)2MA05nmm%YWR-7+?HA`CU^IO!1zj3kpoYQl+!ZQ%J(O#cNcbw!?IV%pZ
zL}ke~EuQ>@4}C6dWtz5b#c{p-aY|XaryAYlkreMCdFCbxBzby^<pgpLkUrRl_et9s
zKYx#1ULBk~(fUEr{o#gf@5KCS<dXPv)1LAmoYieU2B@cQE-X^{LrY~xpja?%U>W$L
zhCCG6Ke{$8FgN^}<o@Ztj70E>-F4lQVXMxQkHDF~g88SqdB5}bnDW;m?2r1+-=XK2
zpZe0^MbN5s$YV2)dslx_l&Fy%wO^TaJZcV^U{Z69C{kuXsVk)wh6W~F{rIdr+_o3s
zrf5$4Qu@(hpnzF@FI}Ez4;K00g~_T-^;o}4(j$el!HDHVj4dv-#I_I15aoZf7chKf
z@x>rrrx8x~z+}7x!O4|ZPZtrte`q_hRm(!rDD+UuR6D6^wm2%;CbI}&4;0`iZgJF$
z&7rV@KEB^cF1Emhef!S7%FCnSTikPFQ^Wj(+M4>nP*V=9=gM*kV4w0*oxJ;{k@3|<
z!rR_yp&N%&Hlxk%D`xM)31rIB9dc6VcC`p!=VntnzY6<#g@=#D=-dQnq6G6u_4s2}
zjRQZAZA+@WIV3Y=kBI<@F0W?Gkepwv>gMO}6i8$-?fa6LT6cc=m*ew0Sm4a%k#tA_
zWd35)mURXsX7vsJ&~@vsUH1L+fY-HL`6}dqBbR))->)A;bioO1tTOdtFLPs&<hE7l
zDWVn4=efO1ATE_Z@CK=GY6<Y{v*pnkbC|s3c{t)qy<?KAn#rd!730jBZ_AeH*Jkc1
zVvxPH)`HjN@jG;h&>M_*ujUO$-LC{SZ^H=y9n2eDzJL(eI$*+Zu%xB_c=>hi8=wl~
zea*iUcs$}DSYYGkB99MjdskP7(}JK<S9+XoU(akxXf!@Wlq~hN{`;hq|B1^~mRhNy
zd_O1FP@zneW)*o#aom{(;C0>z*B{@nk)$$@eZC!}G%{z*{^w^Ovs7-I1XOPLS*+Lq
zNeAJKUvHiW1P;h3R2&pNu^7G6XB39wnqSSH1l-}4Xae>emm%W9qy6RZBl{T1b-<B&
zL=CfV<)5`p!~t(vLpAx78~^fiwUm$S3p_IxT<-H<vE#Yqd5@GqjD|sq$w;B^7d<zA
zq^0vWQs{a5!0w89KXA^!3dh0{Zn&N_x3yxlGqhprmguC`GhSy(Zndmg#%kk5Sy}?5
zVq>t94Zm3!kYr@Fs`{JuhKU_A%n90MMoyu`0)##jOzeAnkF`HFof{~HZ?q&t+nM)&
zjU^Hl0nAFudt)-SkM;VAF?$)vu);tgnx3?$9R<T3Y*<aY<p?{XOJRZnS_?V$Zk=hB
z@EHG>p}A+1OO$BD!~jep+-c{;KTM#N3gvP^_WXZzP<>rj#douB;&Y>fgithMj=`zd
zRJF`>V@yopc}XA(l6iEiM9}bNveCP)!-5jCAK&$?^10HaF|fFS=b(Q;Pw2i-PhHoo
z+fCyKwm+>fq~{nf??t!HAJ}?~JwE3cUv2$5v0ln8?YU8(?-Yvpf)dFlG^#5KTDuzc
z4r~*=oZ9tGyQ}El&Xx2}2inx#|AXhZxs-iIT2AWnz(5r}UAW361Ulj7rU2c@ElDyr
zIthB72RHY&P1Ekv==zr4Ord$TWJOFo((-x5Kva*I>;oe+GW_mHf&#t>>;DPxeubB~
zrC4ahWKhKl$pm-bRDvcA<do%oR|Pwy2j+XThrccY<QG479Bv4zhBePXr@gO%%)0M)
z8ollUo846by=!x`S-8}Q%~9X1F#VEIlIMwBg8PO(x=6E1%DCZ%V2t@Y2aXqmoH~PZ
zDn%BG<+5`ut}c}xqdQ8TN@4!J40Q1O2}YWr6<A$bkaNU;bunNzspUa{)b!vdFU+!j
z2AqF!rm^T=oe0y{wPrxek&JV}Lmpn>nx*Evm4$uCK~tUBi8wFgv~XBN?tGL%a{GpI
zySZC1ETQW;Akl)5p{H4GE}x8oKncjBfp-_ZK4x+OeEs+Ge5SXgnSxK;@y5($)u?`v
z24oQ9m<;6HQo2gDvkvAr#NjJ`n}Jga{2pd9KXCkv<>9ywrE5Z*Z)t8~?hFo#LF_uR
z0xp1vg>ZlxP~#unZGU@{+O;=FS@R<B4aSZ@VQOd;&8ut!hO6)w_;ww_9Di>sR?{Hu
zD{dZ%@~Qf!7DIGMFIDzU?G`@&g3rSY)YY-pWS)SJzO-oe4FU5ps~W_;y03FWd-CcC
zi;TMSu65V*Onx+?;dw9_W;G)~NvX@p$~DfN(}RQ5i{vTo8Vs%AZ;Jo<@a{anzqfbv
zS~#-d^WNUtVwsBQ%y<)St=w2a^&%zHX#b1U5CAriZ;^T<h`B`|AkIy}kZC{#_;lZc
zfeDy(c~c>5OZq@Y;l-<h0WPCqI^<4iSo2^R;Dt~>itEn{s?rEcOMU=C17O5G-T#zH
z{X6>CbwRG*xE07=)#u0rps!}z=NXpVOV4ZyyGnoVIk~Nws?x0a2m&y&wx(mxoaDS1
znNGl^z7$dQZjlGhIBQz83VnS@shMseFT(}OzhNuDk&^&c9N=+#G6TOzhY#9!v4uNh
ze;1_Ih)GTyeftE5dCQJN@{X<iSZozlE673#)Ba6R@qCeM>85u)$}U&#zXUiUQgZ$H
zEUJ?@Lv0fzRIFTi(PYit?qmy$?@|XzDNInZ|A++`7;8H|qQ#IcEkwg6P+dLqAQ>6P
zbrQUftx)M0;SN;dx&GqAg+h$y&@Bm7uP*g7T|pduc(VBOc<l0lFdqIs@LSdX6Dc_v
zs=CCu(sJAS{*w6xON)LqjS~pb)yk89u`I6=dw0Y0h7RmW-)@|I-!GF@Km!T8Oz0yk
z@ilgz%q^oUB967(?>)n$1m*&iYqI$<VyKWC?<qH&nUwx?c_vi1Ao;{4l9mirxt=Nt
zkjCVlzcMQBw<m*TI*xyP;IZH6!6J>65=dxouJ9@>e(xhz<;Z(K@ev}DVHpr^I!ddf
zJm+i-lkVXSRyT&dPdlixseWQPmST|(1x!fKZ}Jr6U!E-zBgPIoz{pItfBkMW@0G3&
zc!)P99)d#xbMsTv`4}LZ(1HLin*N!;6ACZuRzH_y;hHD#Y2LwvRh9RwPw@$TJ$ub$
z|6U-)cM%W=%PT%GrP3`<>;l2Io2n<oDSbwa?tyHSI(x>g-;0B;=3yZ*xu;3?x-b+&
zy4le7;R!`FO$B7wJ+@>eeroXIPtaO*-n>Gm7pl|U(OX)!1A#_cJw920E{`~J0jtR1
zlrI0TDN{F-mU?rsnI!@Gh*pce3*g|c@Muyc>?a!*etQP^4j#m3FO>`(_e$aOEqO*$
zuYzxgnAL{IF+F7IHt{n9YxXwu2!%$j79<p%Ch4qZ)?4H;%(=ObfiO-ysJ^SO5%&3T
z)Xw6%dNh&4W72dsg|;+Rkp_khW5`w8$}}l+?Rn`JQzfhAI%Y->GSTdR+Q|O7M`4m7
zz&C3@J}~tgW!L$9`5N;;d}=F-W~<)Orxz_P1NJ)6PMs3F-u7xDY|||@07jva7d8V-
z2-P2MG~0lh65oO$bL49!s*#NyhP|ndLlDleN^vStE?oLRCD(8%(kZDk0?^an#cD<y
z-C<=f1I*Jbb=)j`=NGk3Z*>l3{BbFoVmCP4tymLZ>BJAt@c%W($<F~l1$Vgqv3(~s
zL2dca$W*GFiFIqnF?Rut;$|9%f6a3rLQL;pCF}-bdPaJ?KM^D?0BmHx|M37Q8fxWD
zaQEh{Jg*&81q@&ouun_jE6Ik8D(L2tv_Y!xTVSMde-y>S;zpPzD&^xxRqqdKy-U-G
zwx~fZqW1Z$1lNI#77zZchJ-_DkkH`3Yk_{e@%MswxH0lBq31UUi)>DvYi8w7UjK)&
zEWQ3VV6*s`&Kkb~eF$n%qmDsO4(%g!9k#SEiY%-g@2C=(txLH!!q~X%^d&$HL?$C-
zr88Blz2Ea6%P(I&^B-UT2l$GKb9%)`Y%kv8W7|%+A1_TnSwfuVO}Bn{sjOyGP;yXh
zd)Fkv2i0m_Rljdjss`;2>Tb)3Xn$akKdAq3`2RJ@^YkTao-2or@ka%Y?=EY93Qh&9
zWWMW(axZmG`~(7${rcxO$}+P(PJ#VqZgT#wl~|r|RgHO0itk^H1T}KOqE!J~7r50H
z6Gv;03tOfsc?F}rpkM(|66-4PwGg3^iOX&j&jG_+w&8aZNXA8WC;h=x?*%Y69Yc;s
z(g9uUq}>)J*dLGN5HBL=2iK<bqB-}^(b4{bPL>t)R7iPX9l+5f`gaUS^j+?DcCV-H
zRMBoHnN%=MMly=~xCEUwruSsvO8Pl{DA?I?!z0g#jVf~);`P!d)DvF7f@gjaFEtA~
zi>flENBh658~wnG+{LVJ^@TnKCsa7z8QWW3b=s_J(KFkbNe8UXx{CYi3F!2MV|di7
zN9+{!Y<g)m!Y%Jd(abGe^~P~^^Kw~+MO>>@ErquGt^#|T5qleK=^nbaW$gk5@36)|
z&BJ%;Z?Z>C37+4HtVQUo)k6V%8F>uD4xuegB@fS#+&;7O8k~{_Z|s-%_7f?Q>!1NH
zOS;G|AoTi1Zyqp|+2~7z$>2-bz7}d-NXXH19m=s+KLFwyM*)@lR{}DJs|Bm*{XTw7
zA~xwxz4ed&!}pgo=EeT0{P0jt^u~F{8`sa@AbrY0f?e(u%Y!`l(irsesTfIMaxw|U
zP3b{?wss-@XR)$-!;eE&=gO>uDp$cDL*K-jW+K5{3sDmn+~KOXj{+bkd4xUE6n;!!
z*fo474l&+oB6d|f^Z3oa_&;7!coA!N*}n<!<4J-?HVF^xZ9Cr+Gl#uaPzvJzRG2!-
zVs89ZnC^Y8T*J9>I(mM`>Ph08TayPPsFa##_h3imXl*~`jlmgk5>))yOoyA+hd+ZM
z4=S(^-8&XLQ65js4}T)AICviP>HAUI<*KpFXJn~Q^|-8ASC(!P>Qs^&;U!QTssF}O
zl(VZ2F_e6p*)Z3mFRqnH`Ct;&%%W>g#xftJ4U)@Wthp-yo!0$y{-WtZYyiGDn|f}2
zjQ_ZulwCRfqmi_X!)U;(bnr_Qc4Lj~mYOnJ?bM6F_w8~XtfeqBtL@8`166BH#3YG=
zI*TSFKLnX{^4%}^YG-L~*tOWrl;LfHI__^<b_isxc1eZt4Vms@<?>t5H@{E7`vLns
zgIh~%orIHu$o<w`!LNDJWF5I(9p=g}Ujj+*pP+F#li>X>#FY}Kxmp_28;ZJV-Wp&}
ztMG=hXs{_5r@!cmv0X;4Fbkhsxk)mg8{O-@xM<k{juE2Qc^W-?RhjS&J4<M`y7;q(
zH=Vxfb_=U+=qUU?(fxOnx8~e|<5V*8*gh0_?{>yUKU?DipS>___6OGD%r^5j5cV9W
zxqt{znQF8q=d}AUIccN!u0v5ju^M~H!XDcU&DovSy1IJZ1a^5mtU2OQs^a0@#orlP
z1|>uIQBynC-70#Ebp@5I6VY4`b4dx2nb;9hu9w5~a!yzpoigWMyr_KO<-cdqBZt3I
z)7GxI_ooe&WN`DR@V@QxTV}3xB%0?o?tn?`N4!yeCP0~)aukrOxYWyovGSFcZq}ho
zou4U(qRog22&SvfG6d?7i-&d{+N<}3I`V<Bb5_d;CO~Y#V;|{y192za#4a6!qJu3;
zWTK{l0I!u#vXM(7q4P2jCbar{25(!>4z4cj)azdr<kF3pItogtR|pvEQn(mxsfbD5
z!W($)in+>Dg{vl+t^v7yY1KA!b>u=mVjOwgvJG!zJ~X&t!m_MP)yiXmb@wlJmxZ&C
znT$A%0ixedc9p<`BIh>13aarD?JLz;ZCym$5vlcKLP|^~eQ{fJpKfD7#YoNZX)XT0
zyZgAI)HZFU<IAvx<u|zj?W-ZQs%`e4?Vf06+=2dlnCtcxz%uI(up(*fu2l}yxCa(@
zcu0k@8h*sW5&)(yB=U8CYFat82z23Agd}iSX%H^&O&TrpIWz-u90SxuMK{59TLv8y
z?VFwDWW>nom=i;3p(WEHJA$^t6fYj=smnH;g;4hsvY*rp|9e~1+`N=F(zVwVdW>!n
zNe7=jJj+$qt?!qy`Q`n=*{kX20*6#GpR3rU+jo2Zz6&*wmFdlf4<l%&-5s^6R2Cb(
znN;flcX|9V3z?6uYjND3zh?T)`fMh>vOuh)y8@6@HnnwAtvv1`GTqRJruPqHzP*Rp
zR{(hq5()v;UF%PN0_ApX!SDl9b(j6xRdR0I^5#)pNt%meDF<p*CLp{?|35S&z)ipX
zaNa3-_NYP><L0c>e=}Dmc!A_g5`ir$)1wG*njqE%O7$CN*x?m&PQwrQb>QQ~6zxC#
zq(7G-(m!yjO6V}c&do*XE(6e4AXwwQ|NR~Eu+*P?treN$kP(ypg5;I^QV&fg+C#8Z
zu=nOGhdgKafjAL&`uma$&7yB~7nC%?hH;_`K-RI0Vk3(0dzEsWB5ohnn>e~fdb5@L
z258q7cOZN5-vP#dU9%k<@Xx@;qoW-V{%AT~bx*gisD1}{c?=p=bE$?#V}oEZuD{G=
z!+*8#&4@Z`>YJEkyl{Oz$mIs5OcIA|_QX)l_ukK$HUjFg=XO#b5IlpvLNH&ADr}l_
zlRq=e%Ecu)QNNA_2O}uz6a?ypLq&Tzx|teDo_klc(q<N~G2Q2A!Y^FwtA8(C-f3~A
zSkwW#x}T6&cTjb81TFNDwt^nl(3c?lO?CJBv9}_So#V6T4xqSQe;BSoDEi49&A>A7
zo~%`#2d*C9<2PFtv^9r6Gx$M>UmS%Cq_w@cq%!1eJr2Ku+i4ETO((k9@G^fU0~OwV
zRU;B-&bThXjH5;m*PQUOqK%|~FWzbQa}iZ)wIf6(vw7Sk389J3XI>y@+NB1&US}|Q
zgh45YAhDn&4mr+&Q1zj@Xn^1$l}<UOB}~bGeI|JpO~bH-DfL-!as!<e+_fj({R~rC
z_J4_VY|_QA8>KuE#lxe|a(Q_`HLB+G&aP(9VbY}>*Q^rxgv#tk=OVBL=NRO`La9mr
z+rMlS&-3c%+8(;q^U_j*qTE^}cvIMc_^_m&Oh5@8!;*g+H0U&09Ay+aS0<6!-x;>I
zTmdq!_g>^ls=u^|^bewGKQh3y7VU2ie(lR&Yq>W5<U^V0!mwk^=>9YwUM6&xPQ}5i
zcRjJU*PcFocSH^ww_uGQQgssC7d!OG?JE&Fu)y~L5Ij{)4{WKg8}7_dzNMN1w~B+=
zcBNMjf$2TDrVB^hT#_2&D7aQ545afJGM+y_!<xyb97A4}(S5%j?0)%jvP)OvU^Y@v
zrcaAKQ8EX+?*mMqm-vD%;)=Bi17Dtv#e$@@)}iBl@!bsqpjkX0p?piOp^41sI3GL0
z=GN`EBYM@<AWN5GP`a<e5o|2haZ#_}CT-ifTTr^&)I)`iU(1T!-hwtEJ72$c@{<cK
z2)21!q^FrxbvOQwu|3LV#*03WE1x}GC;EMzFBS`pR;}>o{9Y?jk!8n2(8BEGflnUE
zA<S(u*Lc{zpm3?*FMrX^0R357@C$DdeWr1|hzI7(faUy--{8i~KcA-m>D=7qE3%xr
zq>6stgJ79<@1`R(-aVis=Wq>ymwZW%R`tp14-A8?O%Ufh{PwISm(vaHjh688vcr$4
zo{&5T1!K#s#XxS!DBl;dBA`*cSeB_&=82UQMo+KKr8|c3eK~%-2(^ECG3-hS5D#^z
zbcYD_mKKB_Ijt40WIB~&dDdRkdw(?9wpres!Z)_w)9KC9fd_1xeE~29uUEf@Jgug+
zF6~OuY8>lOs6N~dkPc({KPAbW#zU)os`f^FtcSKAmh!V4-g4w*97l(bZE+Ha?__rc
zj4-?TYz{fbNROzwpG^rMY`dHK$);?+)zU3%F{Q<JJHV~bVe1SgFaP!1gbRC%BH7>!
zRgJlr8SNip0AS(ZUOfjL-GJ?Qy3JtKaU}lX46hRQWf2dWX>1yvtfy<^#CzMmJ>9CK
zhhtQ0l&VZ*nC{&X)$Q%~3tPXWT`J}n@T+$XdE)fDYopcLZZc`Givqr%qd~37A6u+(
zI<TDz-gAM%N2=~6jpZIQ`mijxI5AMX$&*|5E@7u2YE&%BBvb!>){#z%m0X=G_QJ~e
zoKe?co5bc~l#F*Jc{;D<Qde4aZnS@xNx+u*mo?D(Gl5MbVB5qPCLeA-bR6<VeTr7f
zHQ#uw>#?^C=)`upaYT9~T#wk}N&naRHfdRDAW5-?q_b$rUF5!rz~<wQa2G2S$}eV_
zVGmYd2g|%y$&2I}Tq})%jtWHgM4AKw8R<{<7J2qzbAJ3M@I_89cXbUL!<dDoH(6Uo
zV<EI*ZCcV=cPn$a7x;4z-t7W6XLzcLJ`AtJFX80qcIFD!=D0G<R-!bS3C^Qp<hC#I
ztighvf)OJf_AqhC8*Wf^A<H$66E*dEz-JN1$ibm#P)j(U!!Wq`Yx2hB%WK>egpFGZ
zy)0>cIJK_Oetapz&c}G2MbnwVTu_ewi1_BcFX^ATl{Ya&#(iex(5<upl6|)^evqh4
z)pI{dBe*j-t(4*rlOI>zF6R9Db=TX^4^wEuCo5s)V==M-T6LQKS3SBWGKY@qpVE^s
zYoKxh<4GnYpjP!cIm=J!i<{>J!eON-z;@Di^|-1k-P5l!>6e*Rbg}zO4?bHnWv!fO
zHF?}tmtJl+oBB~>{O2)N)l#jpb*)5s=SYcFmxB+KgFISE^%WaV*ap=~RJBk!x+<ai
z4NN+`PN!h8T$x)XODwUuuL@1tUt(NewKOm^Hklq}yU)n~O?dmwrD>5kt-hX&f{3Em
zwdxDUZv{YkL9U(U6d%`WTP69CF|j5K8OAEGC6q}~*s^scyW?7{%Gg9!Z_X=ofnhY6
z9w3~h5}(8bYCc8i4jRDT?`x#W#Z*0s`@wql?7@G>PviCSCAfoi4n1XD3iCf4!Kux=
z&5K)}8K%!4{&)+cbu#&#j-r_s{C+gJ*`<hKv<`EJ9A62$ZA3K^`uJ(|@#<9VVzB&N
zD~+`_t5h%RAY#x0Ce>#f<Sz-crr$5I(8-T43pI~DynC*+QTbeqF<59}Y&w#1G%dih
zbzt?WPd1ceGR37g^j4VAf#;DKq0p4Sx)|0wsd}+zIcNsIi;ieke#B~kidz2F12XUx
z0?AJxIvDtG>;I_tQX#9i>IgZx$XFJ9Jq6-Z{ZqwN1sv#-?{4VNU#f@_Q-ZijUZ9=>
zV^+zTR5{CftSxlh++$45jI_(iA~gdV<L|WFJ34?K!NOt=uTG)!$WwvGw&gEhTH=-K
z-6j6h2s>F6<D%~c6mtO{+p@Rq86~_(D^*0Of*Ez{H?!^yYM#1<kN-d*6=Kg5tI1@s
zsT>8Pm`^QvAP}XSrT?ztGT62Xst*C-BN4cbZLa9JGQ>CKL-FjcVxmYTB8af*f0J|a
zX{m2}wnL)b26d*YofHB3WBw%+fKqc)a*9T)<{YR3=Le*hZZRpbtFZZ6qyd+U^j3l~
z?AmzI-j;7qzUncM82*+apQD8Lwc_|)q|S+>dk4mjPg*4eJo~HibNslDuHI}gV54Uz
z<RL}HK^$#{;sk7P>`h91Hjm^PGPl})K*)EzjVX*dIZ5E|f|to3AF4uW#IqZ=zRXKU
z3s@Crhe^g)(;KKvlIPQ@I_t2jX5WK5!b0mhHXsn%zlV|<o7FOw*|qW+I@Qom8bOl#
z)%|%}2J|TvmoCct#mwo$1sIcS>e`xxcDKlEgLikxDQ3-D9HEc^(Y~XZZ6$)D=^_gz
zIIXMzl~%?S!y{0g4W{hUDdu0JdouJ!GbhDwDIwm7ul%QBj7v-2R9O~OS*gln+BZHB
z1kdo7yM0--gO0LWWY%sqi+ZwvVlYB4?`O1@Q-1R_s|gQ<bJX%$sFr`ujgVN~kacI|
zO3R!0r9o!C$kwTaf%t8~-ONbJMbcuX1-&^X>8hW-<e&ijoua)-H#3!K?Zq+d#6>dz
zV;$nY_!n(8dO{a|6{CQgr5rcZtAr7sfm;2%rkX>7o;bG}UM=+a3j|VnB4YrdzUycm
z^vK{o$8KzaQc5pua0YI=U%tN;<3N9U-;l9<+>bL?dHEF?UUf(YU%oKY-%9?fcVpY%
zBjkI3nwmU<KO#Rna&+H1x;%a^L+txfqu7mZsL`jo*Jy9AcsLxP)+oDLbf@%|J1**A
z#|8QN;6fOqqVSe!IQ|G>x_|#2lV-BJ>)tM#YFWw`ERVag7~yBE-#}cEZG+;L1L9M1
z1OJ!IupcJ?@>1pjxGmvFf$)KVv(%?|=sw&`<|antFN$BI+=RXq(!;qQ+Da7lKXNb<
z`nF43kc^ElK3qQ2D0gspz$H|cf@&Yju$eQ*uNNcX)jfEHb2Z2@M+2ECG`FFI$!M|*
za@S8lT2}U?wNJ^ZLA_21#auHl9^e*=)mePQy313vAG;i+<{$fz875fEQBdG)QhCj2
zA2mGIyZ<M_47v0Bh$`XBO8Yk4*)(n`pPB!gr<zz*rfN_w6Zj|A;qBw02}W+A?t<`j
zm=O+Tx3qL8qv?$%2Tg}$m0*#RcI8pe=;uP+@~Hquob8q%%1#g7p&$dtrQs4R4XZpj
zqkH3CBD1S^gW`)q`+3W`i>5;7l$qJfn7C1@&IsrLN6I}tEz{hg0jH2Cv$&C%L03qH
zy5!qLT{m<HWkQ))apWR?5YnvcU&3s*Ep^JtfKq-S>OFx7m)mS@=JR4tB#};<aynZS
z-r}_gB0+Ty==qo#iXoy1(8)=&H8<_&Y4-0<#@kI5qfkeqnY4^)?ifcvfzcnrr91O2
z3+-;qSXH8}(O9J;dTyBlTJTeY^h&cO`yE*+-sR5Uzk1<@yyatgjp0Fu%H?b+PCQkk
zJ$?5Az*6XTw&b*qJs9p8wO4m6*y~_Q;Z@$Bi|ER|Z?u}kAf<T;!EaX-u6d_)Om(8G
z7j7qKC%dbgT0HA;ub7Fc4aZspo_cY~6*8Lp`kN{qyG$t;n|2Y#&8#-~-lVR?JI%)f
z)}oc=BL?8XA1!OCsUMb=m<{(Vm*H0UdeY4V@Nn!c;Sn3&^?V!R8@kL1Z*4(8NGMoO
zocdgjqC{;YAF}*;*2ZjGqmrx@^foX;gZ1#9aB)j)4h+M{K1r{hmOouIeKvY?RVjL^
zG_;|eXLQv;0a;);E2zFd6B_E2ZW}x5Vhy(w>QI*PF|kq&m(eT^Inrsg;g4A7d8~O)
z=$_9<bf2||n)JsN7T2?Dls9^%Gi4Uxz$c^tSV}j|yk!B2J4^x4<IYW8t^~5mK~*m)
zDROq}oTIYauka|0*I&vPJcaNzDb2l&&9jusSO28fc9O@?3H`(pDC2#qa=H_g0^Bc@
zij&fdGmcl&KQPE>UTgI_8=W38$f@Mt>i@t%Ez-FP+rJ{;?)_oK+0L+Un31NwDfW@(
z*){o`)tqE1g@d$Di`R^wM@ZsP#r50sxp1iTd}mNWrgC{GmPfb@9F$wDlo=>LrupAi
zG0?9@sVipiQ)l{A-i`VqZ}?e(Qrh{Zf7$EQkC*bznliSK+w(H{^?E_Hs#loP`)N>_
z-~<8rdM%#tD>`y2o2qvlD^X*2Lprz*2S?iS*dqtLysMZhSH+rfej+pw359FM$qXoS
zOhW=izl*&(DBWGV?BXPD+SkIz$nk?Yj7?di<<{m&un@y0Z#+4_PkMXY67MArw0E57
z1J$VW%D>or4I<h2)d1E*bV#02&uqaNaw}SR@ecFluRDtw(gDV91%99(a`2R>fI4O?
zIGqa?-mesI18md?!GPj41d=*q5v|rNze<^g=oCy4EOTl6b4$^!(~XUAd8x%HY@6u2
z8}5$_eiruyU)96T|K7mQbCQbJS#Ph>B+&UC6ea~So;h-j-sw3s9ZgL}3KT1)%j@Ac
zE%!I4tsAL7YviO@GIGMm2y}7`?A#=<tn~C_3D#6uwuP8OOf(DD;Sry1N`cGilR&7U
zUfZH=#|EXSBX)IlVh{*2oykomxPehA7lzhi$Gw7mJp3E5nk_6wbPb`7-NAh>cNpbi
zL(D}*p-yE;)|GhK$bq@^IVh^gNUh3)-?q%ix~uaykAPWJ*r?L0W+Ohqv0k`%d{EGp
z_EAFhRlfpGBh!I6In&pZbb;mP3HHpshsrN(^^mi=-j^1;?1A?LD*!q-0qC6T&0As+
zeUL53tz6Dj+<GDawaOYS$wYr1>N|bpS9wDqhJr^%5QVU=NebnwmCsaEK9aF6m;miG
zhmY^hsju5S7&aVF41*U2=5j+ujm86e;f0Cicy227RUz$N&1XakJ?~`nWP;as2(VGj
z&o*DDJq7c5SN@{??>dp&&H>o<7b;nBI9H`jS#J74xQ(?;>07ImparGkJaC4f5tFTS
z0vnV2a9Ea)$oq33`pXYj3f9rtt4i5w*=xc#DmwStYs8{|xCDo7Ep0&_4fHh=*DWzY
z-23mY7{UIS)X8)R8`cA`^fMqg3&0mkvfFn_ygP5TJu#J?k-#f1=gT#Fc|ig(_;~X~
z<y~yXomKBBI(IWySF#bzm-pMw+khh|91d2R-@RecxS^2@*V_L1*3xQx$1&=bFVg_l
zK?Z6JV^|rdLhjn6OyipGj0&B6G6ZtRYJPQ<Yr0d^#fXny>hczmBBDqUne9xptGQFv
z?hc@eO22h&PxF%NVblJM2d+KBpxE<vF_ZL*tYnMQu}zYn*%f4v(W&_IX6&Y=+u|o~
zp{{QY(SUL7PzdI8A*yKz0elUR_Q)6efHY94dh<d6YLc~QTQ0-8l5yfRMv0$5$Hohx
ztK9)OJX;xD!fHA)73d713KT$5$^az?_f%-mRI2g84K~6#W3R2<E3JGJF_J4(Qk_us
zAd5gyfeC_CB7^W|seisCfE#Ss>)0R5w8@GF=N@I&+ob0N1Q+IU8&61yK-A&fYoC{5
zKMDcZi(a4n4BKhb^rJ-P9vraX<0^qKoQIyC-o(k@<IruL1L>=F_T5=RY>MDc2+rmp
zQ`$EM2j@ZA75Fb}n#3N^ekUi_9`&(!5NTgCc5xa_vsb$Z1lb$a@auM6Rz|fnCGvtF
zoM9+z5#K8<@Wp8i!`Z#<$$t1Nb<8zo-I&3xCqqkaaSB!a1CI13XHBDD_QWeo-r~4~
zs0=gAAcNz`fTMcHc}Pu!wv=aAU5ZWN+BAH?AcD4tc~pdLj90P#gU_8NlCsk1mwc{n
zEmqS0i;Sys%P@5_|Hbz9^lko{I{=6r!y*O?zlZk2bmvUltiW5M?mnQw<BOSJRyUKf
zik5~?K8T*?Y@^hXt7|mXh~kJuPT#@2KT}gEZ%syHnZf2{R(WV(V5&Q0_OPa;&{9(e
zAK@5h=r`N@*vF)Y`igH1mU^oCRMV2C_5`8IB%AeiK6`%tn~`Y(-Xeu9CbNYj;TfI1
zMJCH3@t~G;&6X;DENeo79y?sL5uEzc@$zCCoOttj(?vf6Yc-8fB{o)61$WWe<gB7i
z*K4muk<uUAn?0K5v~$vMHq-*KVdq0SO5rW-F5Mfvkm=OGapAUrl`l7xi;Z`EbV#GQ
zLI2_!nj+W4=+XT(C!p3;iy)yMQUw8eLfxfoMdBw}mbmhsr4?YTVBP5KY=fip&lMFI
zbT%o=jPb!)NMM<am7Cf4_q>J8`V?^fk4TqbzLO34lHD%w&cE;ckC^B;pR8bg@yj3Y
zu-;XYKR<3F?V$xd$}=SAFz~q<5)8N~{7Mn>H{jJ+5UmvUXVjn;CDdEaB(kHxXtitu
zXBHw{b{e&}4%(EJYi)cjhC0z*cfW&YG)`Z*+rIofF3!AYw)KgW5;kyhuxCvUAEEs8
z{_^d%@V-J(g~oHK_0zPXpv`;)`==Z3{{RTCR8H1Qa=6d{juuKr5b!Sfq_wr-MF_s-
zrLP%NV3U25QX?$n7hfUw`yVg7g^nwo20<XhEqG7I3Mu2Mwm2VyQ_{wRUia2KkATWu
zNAT0)jmMUw5>_`Lfp-sF4;B3OkeS7YRm#DygTy{G+xGS>C@|>>M@}HnpDfUJEmrV)
zk%mQ#mWc22&SBgB!$%LY-h56UwvHVIk*R&{JaO4FM}c~==|bQHS-Qrn<pJ}^$oZ7x
zT~;b?b;I2xZY39;;8vNKc9$q~^_eYx-)*lE+$wU|b(KpP?gKL_fyWz_`wH`2z#3P4
z<u4PqouDH5(~z`vR49RHgNe5ZD4NrjaZD(v#Basa+)^C~(T1%aw7s2R5zy^D3vu?+
zv12{94T;~iKplBiKak42t){l|0QJRc0_lM{bVH*k4H2-EDY!U_5oJd;BmP>YS?Pr-
z@l6UJ&vt*zVD0Z;R&mxe`9B8Ei#ALZ($k{s%$xU>D9g*(W?+!%!me|xT_D27q?MT%
zEglXO=++*pf`D>ACIVzSD^AZ8Yn6}-GpdDeBQFS*>e`^}I?e0X@esYHdMD}xqSv@s
zC%=va)oHOkm+-b)Du=x6J5Z^xUgRG_4px*}Iyzo;zk{kPu$FjJ;eeDt;{dwuf3%l8
zARfTPUiPw#=g*731$Rv*LSJ^b1@xq<y+_#QWQouQMi*Z8)(nbr3EAM02Ml3*(1jjp
zAmUV6ykrx{V*?~!Yo-vUdNOxQoXueu#>wzoKx_uZ=5!tF-tV0Ru=7IJ*iKnZl6%J(
z65v#oIL8kb$?BY#(6N=#JC5>r5EV(6%x5q;VrwBSE%;z}h_Cwx=_osHog6GQUJYb>
zCO(!(Kf36Fx1TxsjYz;FZ|YXoZ<TDiAt@(McDs_}A_PE+MZb(VF4Ms$1256|kWlD$
zj+ybI(-<g^`PK%;4V%NO7`-+4$i;3v6$l(dhEFAN0)4(kheq<taqQCU;@g-(sBN*V
zq$nt3ko5y#7BIV+k1JzCTCb|&l77{hU0x^bsmr7(TpiuYR89nB4tY8SnCy|HAcH}6
zYh$XY!+T#@Az4TBX3hsQqTggp>%W8VUn@O;=&7XYe?bLUWZVyV!uUwA3yj?>aL-xD
z-bvVc8!yOVl>9^3mcl(JiWSnT1_2y@a7;mJ<j$NDE*i<RY&WZ$z5HjMHDq|1=)_Pm
zf(`{MCmjmFP8zH&E35fj_7M$?jM#k6sH~#BSJ1!1hJWrG1A!#Oo!d)6x-)i)5W4Z}
zZdnisgOoQ5B3(BiGBa~`g+2Ds1~@E^bFGu7LPf!wqtS9^R7U%06#-aZNg}hlRJSl<
zWoCL*#giFZe<4^o{fsLkE*0XnDfx&B#d6;x$6M)F=EL+kid8v5JCMxU=NV#~agjAT
zuP?pjJ+XkvK>zF*O&XXQ#78ZB&r~j&^)d57arK`;hHIFfy++RlRop)vMfGsoG`7sv
zn;qYHQ*+6#d<22F=o)3k<_$ST#T)R#FX;fjjo-L%O}nYX>ut=t4{D}eB2}XhhlF>}
z)XcixpLAvzC-y%$tn|1SpJ;iss~8;GFQgHY>DTjhy>iCrH>et@a_78f{o#vRQK2z%
z4xy)zaSbFUyCiKHhkgOdEVfX8=9YB+5MUC}fGG*+I?hu?8mKYMlz4#r+_#a|e!Gn4
z?<$a~_UFK_A*DlakNyn-;7tcI{l(0yANqU#9&`k=W%w@7q-zh>>Fgt}GB0zYm)c1G
z4Edy|sUTwODE<|GD^8J!D1%oXfrbd~H(p6_sXIF->$<)Q00dHZZGRzr1=W8S@9c)p
z=bpE?+Grc+q?=1#`4?s}2cC?BuDF+BgskR(hXn#^Hio_y8Khd*{&*3TN%fUsg*F`u
z`9sU#<HWB}ye+wW>q>7=gdj+DLIQpMPSXuMqQ9@E;QCmOXk{^Fih}{@C0UrE@Z1Q!
zsP_CuK={XhMhr-37U@ef_$5?6yY;96*y-)LIU~iCy_rJX1~K@UpPN{?LNC*2v-MUY
z0Q?}+O8;6he~fu?c3)TifZ>?+s42zrdVCMCwuEV0qdDc3DJDEDfH*Ll?PvfOOcoan
zbzZ7Q14jyuD}{G70{+X&`tO8&u1U#4dA&oqU=>=0`)z1mUBxu`UHNdwq?oJ`>w81L
z_Ypa~x>HNe$iBE7UctvSX702D*A#-FFN04`no)8N#@@v^sVc!7m*D=mID6oD-<Fh<
z4cNM@MVf{`c6h0ZnVM$=80qv9`UIN*aN>)Xal8Vd*Q|ZNwf@nL9OhUMUinM)yW<XX
zZR5xuqFUw^gE>aPULA0m*k>n-ivTBu3*-~HerN210}3+Dc|Zk>8Z@T7N9b!3c3CG*
zVO0>j%dcs=k3W0dxoy-WWjms?9wZg)D=|aq6J$!`M?q_);R)+uA@cnZS-=n3oh=2F
zo`w48jxUn&A{Rmo<V@*){PG_w*S6u8H#_#t<{c8+{nblOJp$L4%~FYM?X^8YRTK%&
zf^L{tv9O~60Bah6!}n9?Y#I(3InS=q&dA*A{;GR*YkJchkMYO|F`Yq9q>o54YlPhn
zt&Y4c2s?~m*YsPTnVT}*7gT(#JCb2VqXm{Rq*3gD=IGZDcj9Uydj-IGBd+DTFA1nD
zm74l2cW$DuUL`Y@s?^lg(U+Bh6FimvxMoXo?S-^F8G*=;M&N0mase3cpIxH^f&8o&
zqIcSmPQd!ztz4Xj)6%l=qOiC7(_Wc}F{(Z<m|ey<2oLl*MMo8Z>9V|tFd9d48ob%;
zoK-idZ4JNsSWCav3*1VhH(>XCX?Pd3V5OgWRAHq^rpcA~=9WvZa~6EGuLr?Dm9Jzi
zYu?ryPeMN-Z70jyiWLY>=Q!K`+OGM9oq`0SNN=4>9I{4R$=BD_YxaAu!`~9@SiYuj
z)iqsgcM5}pm++>(<?zkl`&NPJ_JP8Qso(r#>TB2h(?k_cdl$HKe+6J^hDU(z+0bqj
zwu+5`UK9Yy8_e>S-M=i2766BfHbZ27Ihu+?OwL=BTt2)&gj@YF#RRG~l=@xlxCTFh
z<smHmX4If3_~tf3RYg{l1spP_`#j)>otJ82<jA{30({33^XUjPb=#D{$@_D7EZbXf
zcsB(;ss|dK)_fb)SumaOW-EGI9|2Trfo={2LUl^&6)xiqzeSPGu4Hktm(3}KU&1J}
zAnfFj9R}095XkHLT=fp@Z<-G5ln_oT_<;3@TrH`DUd=_@@$kdd^cL4Vit6gLZ;|W2
z6ve$iXtGi(>3=LwgFfXbT2#_X8TMQn*I<z~6G^6NFjF1{L9QZbvmd0wt2!ZJR>EEd
zr<er=p;`cvfxGHEzy0>3xc`8p*Nq*a56IqrpAEak5u$4Kp^N-;F;C7woC6Y0Qge_B
zE$gT*E2WdEr*=`k_1Nbu4WuTN)+u<DCr>G;95&3tu2!PfjdoHq5%=Q|)YO+H16xB3
zRfd%jP^PA-&^dj5pmI0U9YfT|e=$`2BU+y48!3FI|0QzuKlYMmJMXT~FX27vGyFd>
zwJ|2EN5q30yKKM$AkMc>3A1-*c|P61TOx36R^IZ@rcw^~ODMQ(RJ^>2W@==6K9zZ;
zx5}wMOZPkQN$*5-P3o`HHgvZ2TI}-YKx;_Um2Z!fUepiHk_v!~v*LY*7sfVMeMYnE
zQfWbKjb?8vJJ%rV7&PS_S40U7!553~b#=XR1IH3%P4N_DoqV>nJJk7&|MIeFH&Dtr
z0~uib9{*)Ps50$BIaT-EEh4Gl1=8#c7aY3(BU3Hu^etna7ws~d)Uuiyt*z6~8k+o@
zaImAu!RV<&^!A0}PmJE|bTk;EsL)H0l1%l2&_S-OOvc=0z?x)FmS0vnP1HP}CJ5f$
z-^b3FP;7NCIw98kW$@U~`S~9YBLAl;1#67?c6B?QO>Ff1!eHUHRk2?4eq{RzW<5?=
zK4^6#y@OF^m+f%rTg%H>nK8WzarfPuO`w8KubrpZ-FHj-cKujiE*mCN%e)y>4VX1B
zoEPvQSjB#Z5{NfY#p#3)Ym+iOR?ZY%dF2<m3F@Y%LhCl=<z&qgdbVxwSf<hUtE%EL
z69Y_M3h}@00?;H6^sgRT?<I$u!%_v~7Qi0&O{Zl)bKx+cO1)eS3YIp%I7q_jM)f^S
zp||L2QRZumX8Q#?A-fah{aUsw$KnfG-P6~nm2{gqlhS`rJO5um7B%kRNiLAJ+FJiD
zCjFH`Iyjods|OtInb(o!6A0mjhqY;}l{2Es`~nFKo~EiYJ}7&TFs@SjDx*oi$rT^Z
z_Lz*DJmZnUT_CJSeG%La-fYn3D=L`AbubYYq<8P8-%sf?8PKZ4KS+B9CW6as)S~i9
zO31<CA#g|`J024U-hYDICst%J=!X4DzTzs$cC;A|z((_}>!{MAlr7gOy3=qd6=*ce
zW#r7)rgc;*A6xnwqzToMlAhv|XVvkuW>k_HOUs{nm^0C+w%uQ#Jlvh=l+fqE2qKbi
zih;^F&rB2EKu<27TOn^%Q>q<xajVNYuhiuwgTWrHa#8CIrY2wKbx=LvQ4M@2=a4F{
zRR#=0(7-`508FMgHg6PhCEeKylo^fPie(TcL?ODrm<+x4DFt09$JJbrqNYvWY#_PE
zuar{WoGCK!175X~h_B9}dU_IbT6-A}C)w=LKD`S_?9kTSTxNAv3R$d12G~k26OeWW
zBMS<XzMl=d@((u!k?@m^p5(;z+4pn5PrjaYFC<~Sorz7+GHpzi^Hz`qQRcTXd}g7Y
zL=ElCkK%KkYNB)%ZEe>##ZKG~{3riKNOjl7@BVlO@1Wa}r@W2;vy?YeFZ?sSBI}gF
z3+}8&CsX~3dhRt_E{pAJct^o>D6_11l?Qb79?y%XuuV|Q7WyK@R(G-$SpPYH-ckXm
zg<<pp5v7=fbZz@0z=g$MHBRRHF6r?*NbjR>N1*N=P-80LPWgkweXVafAp>o84$Z6$
z{=`H&cnoDKot$NBWai(|+DL94Z~~3&V&Bf2w*4koSH7W)HkxttU%aDv4x-SLX<`t^
z?<7U2=9+Y0;4Z*~-^Avw6+w4?7cKOl!@-Fzv5v!G3V-Ktz1Z82#{GD<jx+KngHYR?
zrl?ClzPiIP<JbV4ki0AaeNL`XY{%VOTRq(1Wy2SPX#w{|dG>zW7Y^~=6J9KJd79dT
zLUCE^(piVtzN0&uHpOo1;MLQV?Uz0AQ6XN+^ddJqfsTO!Ou+?6{2SvA5AwqwcFQ}P
zk?>Jv(6ySn0Z%-x&=5SdUVqON%KQ>oO%TAxs$*z-Z2fM+d{jdWJ|MHE)H4n&)m__t
z{r;bOlY*a;S)2-LG@e*8npZpJ0f$QZ-Hpai-AtF19(+uf$~qsZBldk-;337?#vGJT
zuTl#)Rd?6a9NzDFiBCu7PXe8HNI+kr?j6nAb>q482JkD01LFzFQ25b!W=-V4e`7J#
zS~S*+^^t(Cjce%m?@IuR$<^FWiHq<z|B`Z({tuuDQe9!<Ma?;qP@i!q_?O*nSe;84
z@d^M^YwaSY5^MzVEd<S@?*JR5T*Zz_YK<Pt&mHZ69w&eUaLRZer&lMw8#Q~fNdsI?
zRlbDWpC<1e8qfuCI%cWN;N16k25uBIK@rb#`3M;X=HrdM#BG2&?={STYCx6<FznJ4
z;L_E!TUXX;A>Td#I(M$Dac%>>g_5>&GDr~lFa9bHFSa-aJsWFMKnPooqF)-Lccg*$
z|L#HDBTjb>;hO~FrvqQpe=mSHE!=5;!7DfYA#hjTxt<}{+U0N=ee>Y~;fM)vgSbHu
zDHsH<W2n&H@9r>OGc0lk^o@*vv`B4bk~&p)*=S~JHbbw32q`ghqKYqqcdp8G#)^=4
zr3b}F7Ki0ucGlg00xdKd0xI|rO15gK#t2MoetBm9WOkw;r)`%aCI0Pzu}1OFwrJ({
z1|RaMVYe*YK_^%xUHB^Nm&dBm>@YwA))zruez(GMO-WxA-mSdX(r&G<77t$So@)l!
z2<h#*eM@2q3)rV}_^FWvS=;7eUC9Rj<BVofpOZK`{nchOTvdYYK^=iAi(cKyxaj|-
z=PNkLH^c!Q!srnDSET|Mlys6RJEJ$DX9bl7G6<5Y;yxe1)@gAxzvBou6SiwI=4E%x
zf4Pp3Xt3e^%@0|Fx=>|iF>`Pi{;pjGM})Nsp2+^XJ^~DY?u%B>+313CVmewN%MHNB
z&C|&Bxb-Q(IGL7?TYzwJ%byh=WFSolr3R(?-{NP*WEJbb<{Q?YVP`UU%8@g*Dd|`_
zMTzcHDi^9WYot&jyMTeo2ZZ(;y$&cuw=G5YOBNdMqm)gDv%;lGilXJu)g(3rjHOHb
zwCr52C;V~>Y<ZKrDa35|S`7frE*FG&0X7OC1AG66eXgG2lI?}2`?3oJkW|0Z@fmni
zpv?OJvGvwrQKs+vFv=>cE}&8Z0xF<13Jfu%A`K$lAzji#3=)cn(n<*kNHYxG4T6Ls
zIl$0eL)XwSzkAgEeAoAQpFh@hk3Haip1ZE=yw3By*sFC3f2|(l2~hK~1-(v=roVT8
zNCy-VB?P~`e}{Xl6lF7p;G;$8N7oLfum7Kr;<W>Q?Q}%_@4pW$3a!TiHy$>jqpyF-
z_}1hMaAac~yi-@4E-m*SJ%I#sa0dtAS_zzKeZ|E)6UH8jChMjF>SK<XV2i~;X5a|A
zFEej48|3~VfTZV6wUApo*{!TUJaZq&(Hz6iZ(zxPqKeeo#e~$<JEc}C%HX_cWc=r5
z<%eXlX?{YYy#CYx&_Quij4&{FF!jPXz7x`vQT|;+w98~eDq1=B=?77{pIqC{Ji5HT
z+b1m#=AJ}NM$kSk%gK;J31=O{3%Gl~RJMdl=O_%fR@>ENYK(?2MdFgwBdg5^N|c^c
za7Cbjbj{vvy;i9?RlpY8F&?K*luS;QoL%p)Wrh7v4_?7=T3Y`VJwt^Y0Ma?c#p`=7
z5ZuyeK2^N;`>_1^2X)C}0XIbz(tqK!SP`)K0W+YWVx<dcUmR48LFOTp`Wf=LxmuvV
zI<|VH>w63K2fHwz>oVmU?x++9O~$f+SN8wMN^ExnOkcp#&JH`<3<NifRyz=?(37Hj
zg>BDlf$L3U^B?F&qrwni!GgKB*%>BC3=w6NgJ;kAL;Gh8uq@+W9Dy}S1g$m)B_vPl
ziGz%Ix}0RZ?M8}P5ZpO>;;h>j#=M7@ZjF5gtI%e=G$^xk63-+6VR=pgGdqCo&v}I6
zi`>VizDrFR+IVz`KID%*YG@3K?tql)^^27HlOuvoM$Ws}<$_8_LKq+(IH!yT&7n}I
z8@=(v<LYc<IoD7XHoL(an1cc;MH#|~W@tqYLge8&-J<zIQ1UBhH!3ge!cnIU4GDr@
zSg^IbX%R0J>nsc~%>QHr0EIR79j{FHF$&d;J#F3{#qJchr%qJ3_oYy7<alo#|KvtR
zfP73Bg2;7G3h(P#C*EB+BBZ(R<iAG`HHXsp-Q;s~RP**(iV{2BkORe8J2W6%j}&6@
z9ViN}0U83E21|~&(Y7t%ehd9UlK034d=QQC#I@41Rj&`}Je~?RwrLeu>BL2iTRk>{
zKu*!v5Y4S2TOw02sGwXi7(4k%B{oab`jlw$rzD7vVE6~1P-kpChd3NALY)?XUPz+c
z=2QX#l;MCP-H7~W=^BC=Ny@_d%^pANgn!O@^QRg&L(&a~)H9>d-j>Ra?UDm)*~26}
zEEi8@3tXK*x)y&~SCX&Vh%C<|1qozZ1ExQ8I}Hx2&Z?ZpUBT~XVN%93Y0|*$pizF~
z?DWmX-~a4tVRKqwa|tf^<=;FxscbNU9t6BwJP6?Nr%KD?Z$OL$yrAWEyDU0iAg|W=
zu4Tvo(a9e!OVZGmFa%V%?%iVs{<@Rz_89qBc<hh-)%nwbG^OWx$tXz(`$Q&w9gMLv
zETJd462dOtO27x5)M<K{qIU^VAEQ9<9q}B`(d*LyJrW3Nzx#Kx+oC6CtFN`;K&j21
z!Wb;>|9c{Q-ihWt3%qB&5r8|r@C}e0r8RD5Te6X=6#CMGQ?T1*R{GV17cRTp?oj&K
zGtd4yFHu$oUy6$aB044Q+cuOshT=&l3NA70r~%q7I7d$XvL?4RSR@=dh7a`XppSv`
z-#+9xjvwS6!!vt*7hsre4L}cns(k}zM3RnXtfRG>-sXnbO#yKn0fEThzs$6$&J&(0
z$v83uV+hvO%I%(^ekap@3D?)&#UJkogTQ>Y^Zab$A<|}}ZiT{N?b78CiOVu!p9WB-
z0!W-6MKv7qWM>i9TZ^t<T9=-uxDgTTV>C(j^{_ELV?|DA2g=ndC*Ztr%Bojv{3f4t
zH*IXCuc}s6pZ^3>J?Wo5dA_7RoQN%Xqug$?M7}B&4$~J_VmSOfG3ur0-By4;D^RvP
zb|I+LTJb_=+kJZlcftDLw*qP&XduQt0Djzv#7mmQ>2Yf1?C77-!d0I@d_miBdZr~V
zld-b1Q3in4qoVk8`sd>uomQUAx4Ze+8+NECrwS%ORL%1(em)4Um~-43&QQ=QgLi6;
zoPKkX>gUQx35TduIpfaWz^HJ-!xGhF$YVcq-MY$f%ncpqHQm}H68-#dWV#4=+01bH
zMl?GbVzEl8frKZ#A#ISM46fR^>sd8wW7@rU5%kK;eaN|?iWuFtv`)T4WrF=0Nn2`C
z>W&khwwJo{#%9K}6E^IoR8TNn;E8PL>9Hs7&vv5*{Cl&$&56+6{#|$Mbba!!#H>7+
zW}Q9bV76s3W5mThYheC7r6DcSr@cevo#~`p3P4eUsoQ_}P5UL_2@gl%I|B!i*$Ed~
z-vq4SNi=Yvow^+2m;UuDllQ?iDSWPXfJWFpm~BEu-BxQKT{6qys%!lEc)pX?4EiVr
zgzh%ew4!_u;5AP^)kZu&Ug)68y-?t;@%~QA@~C^&*%ABQ(Y-g8Y^qG^Wj4`0`3B-~
zVKdQStM9H(S;X(#d9598$YF2RXdaU!^3Yw8xZCMb9UWsYlAYGp4P=pKIud@#%VRn~
z8J!Fq<2Ko%*~mffwV~bcP~gJk_oqP3j}||HkTWLvZk(Wzlib$jEA2?IzXt+CV-Y6W
zLO^Xk>vM!rRtlTQrx%^<MX1H{tpt$3k2}}lQ!jJ2_ZJJQJw8-cf|g3f0RV5RFx<$$
zmpqZ~(r_A?=jFa(s2q8(0_Z$!%e(~U`HcijwADI|3bo|q+)ygDnlE46rrB?=)4gBh
zzejhbA=;YTn?<A?A9mrEKR8IRM=ptcXBl+WjzWVV=jnjEHz+7*(E)bCCe$B}MmJFa
zlp4hMfBRTc{a%*%KLjd4C_7u9kg<@w*P}9u3*y+Pu+1gxtgr&d=XS}a%t3pdiK&Ct
zVG!Z+gz3AO+7cs!>i*sl2qB-x<~R^D6kt4L0~(SyPHHvMWwRH$*HWK_7oY;J4C|F=
zKTUb7$+3Y<tnukf|29g&ko+<4xY_0P>%VfICoCUzzX2{H9-_9|g-O&y>JCrV(@%|(
zRl*<GmL4}=0`fpJiL)19;D^I*aMu~>mMvR`T7AUz3$F9uiBC;y09$HGV?EdKQJb=U
zPua@PhUy}I8z)ch{O9H9Z8ic3@tOX@*-02UU)Zi%4bZ}p(16K@P@MPx+?rc&3OQ@0
zC5?T)Er|xcW8pEJYiZP|Q6$(}nQ6D_PEI&88O@L%n73`af)n{XmTZRY&?T@95zq5{
z&u#R^QRz)MCF;7LueG~Qfq>YOVp@qOKdRg4)&ofo?-YF<#kgFck6@O4nwIVUOCuly
zig<!Y<Y&Ft2gy+7-|a2sIcxRyv!S{>$&&a$Jgco4RtjgF1bm)9F@&2g%(ta~(_)X9
z_ez-%lJAaT*)27Atq3^KdF{$qbSsx!V3>044SU=Z<q*3}bA{t<wKidj8%qvQdY(oq
z1>N}$ir)Suej1(^c{4M`zBc{d`x^M8)N1S??`SEFp~TzwBh}TZtg}-ZtLfBkC7CVO
zXP!Gth<c?`tL5gS<s~7kk40j=*j^2w*!QJan|Y3FAWIiGCO|9}!MqPa=7x(O${p7W
zrc_KGHi7!5?HH=CcF)^W^&MVl4Ll0}AaqNR3~ja14~!2#30BUFG;pKnP}63=W7M0|
zu0=tw|J7BbagF5Wfkv}TE^3w$jePv>M7ORu`L4*Qs`+;yGbWBBzj@ON`Y0^hFs~AL
zYGxPBR?M}ZO-~<|+F3Jr*Y12=sI3kDrY@FkFiJC0v+=lGdG|G5e3ErMnWmLwjf8CY
zrnP0-4ZbUh#ZS$fGg36ld=&EhY$+RrUYSZ>Tat9Rd2Z~DN<|0G=>!S_>fXJVHY3IU
zMuY^nep88mFE|PQ>KpDlrwue|f%~MrRkn-Fa-t3!*^-<S8d=v#Z#*HYM9+6<VUJ$b
zEsvSMck|tjYz_B)y1{|T8_dh;m`rXcpXtmu42^6tc|gb5##dAEAxEQ5X~z)9C$mTT
z&o2506*ODB_XT{n2m-D^E}0~MT-$`VjEn}>;O1l`{iC}n`&<U^?<!%mC9XzsN!`A6
zC)M>T>%*(po?exb!t`BBM`Wu%WPL?0buIm^E8=BDk|%ESrNGxHIoSn8i~8iU;*V8}
z6UU<muNx!3C7E_13;NMfhy<lJN1duyC73*)a9fY=i}50s32$nT%eahc%%PNi<RP9|
zmAv7DguN5z5x~kY81(j*^~HH>p!22LyV0QW?=1!EEsqP{hvN=laRY<OnlJy^pJoyB
zSq-XXp`4|wyHGjRYq;~e8pmYbs<2w;gTH_#TJQ}p{V!i@+cnu>rs12r63v<@(-Gr}
z?ztVFV|?!HW@XS&rH4+*F_3^F;BWeSi)Ld>=a19k_|se#19u;F2V%!|k})TTg^CG;
zZAb&;>oX`!!?N2zfUYHjg7a!FsZ6<g);)IQ#sLKGI~^Vr_Kp|a5Z6USMfjf2sljbq
zEfT95Cq3KY<v!zD^Bs$^EhZ|8cC{chjhR`SN2CTgFU_&K^;{%y|3z;5{c3(*uKe4t
zM%Gr-7We<@6Iaoid$#qo;6t~K@+<_-H^~Uj9g?kXaRG?=vPGG-fP&ZFr@kS9c-z6O
z#Qt<SAy1FW^)T;sHt2|`{3C~O2gH7sZ-Gmk_WfMLy6lO#lhUKwTE#$;#Ew!S$J*Qe
zw6-(ppz&#C08s~JPwG25_1dQ-up717D-{etvmtT4nCQS}q&;SttXlrs`v>3}x1QP9
z$kPahgVpq@nws7m#Fg`|)>=wCv1|A~B*s_00M_@vC*leJFdwcU8oq{pS55CC`9U4(
z<)l==qe;4$1MCK;Zj6>Qpk7@N2i?wKIr%;X{1GjWta}Hfq+8o3Cr4dF6c=Y_5v-9(
zD!7;I*x@m*?Y+GpQ9@F|3;nA)iTzpKJOQu!HJjg<^O%#|MCuQ}_>kW0t6#ZuBMvF$
zzYRZ`=7Ib6hU@Om`w;u4q<oKVHwDY?ugmi#HeVG&`|r6%TZB0@Cm2*_kJsS(;&{=D
zZSCaTFl5^86kBWy6%kNzT?)8-0Vy470<`Go<S9Ec)GYH^`MC@YlU7?U5UjubBYVR*
z-Z^o=4vWj{;f9&zwu?QMqmQetJ*r~oHZYcgbP-ieO?S%7z8QMgOc&aq*;0xeL=d%}
zfEW78-&`}LdzhRvUb5Rg53xm7Kd|&(iTC-Frx6Vn-RrsM2(^~B=N-$e)tFHh)As0Q
zMh)$Uan2jJ{S&OdwsS+g7E0oreNSS;E3z(%X=yETkM|@b+i5;^6R#UAd3pZC8zhFC
z;sXpUx%ZZ%2Zk`TkZK1qpntj)&*wSm`dV>+%q2N4Y>KC;3AEHAAo8qzsFOG8q20-V
z1c4esBLUm$|0WbL_8!)98Zz8WD2Pwc9cR5Sc2!+dZ-skcD2R~dep3dWpojD+QEm@=
z0hd;9s!*w&oICN&p10@IXsdk~RVNJBRZODN@6mG?=v{ko<a1o4m^ce&ct5LbAgL~k
z&#Nm;G4Vnhi}o$qmY{{6u*7>{3WN_`h?Y;Ml`-Fr=KEm>&Uqudz+R8wx)nP2!;4zc
zGOINZViORM^v%2r(k;RBBnSv3|4=m<XH7bsAX-PE)=S)E<n&axjYt_n*>FMS14jAZ
zztjec=&PBT<x+AFr|r>MtORqDWKSZAA?{D8M7JJa@bu6I&59nLolRsi3if~O?c{@v
zSQym7+0_;S6rkjR%;-wKg6c;k@WLo>rujC!i9ed4L_HYOTq6p$!OVpn9gjg^-p}L0
zlIu-CM?@U;Ao6ATsq3TB{UlH#BbXxasW;rlZuNyGsQkR){%GbY!DcdJirr&iKz1z*
zj(E=l<6w)f?<2jA8E;~|RVL^Sfr%3J#=({X%>&RG6NXcqFieUUFF-z$5l|~K5mJ)z
zCwu$$?E|_m(<d+L`0N#3h<%=yNiGmGoK=d5it^cy!2^FtE)?mWsu$R^<{9h*2RZwW
z4wR&~@IbHLX>!l&I6ds(56+;FFbLfhM=#1?sSOf`eCr*bo~;Jf8-#ws9=Xq`!CJu+
zWBmSfE|UGyjrJK})Eik2oy=l|ib<bKI)fj-d^Ymb{pI(IF?>Ln`qas3OSfiS3+8QK
zFLq*;0CmgFYzeMLC?&9MV>5Dtaa3ev_mBhKuKxsf65f3GFBbs$RIGtMM^k-AY;-=t
z)BAW(E2ZfRjfhz^@LiO&xZ|?>HzG~Q#hs0xf5Mf#LX)LHBl)#ho(;ui%<yf6($mFA
zz+JTOp6u2`N$MeR3APk&ynO&rlelZE+7QBTFARz%VA219P%z!T!==hdQkV8dPk0$!
zD9$8Dywg9p-ipLJBl5QkH$MpLw;k?0gL}=mFK@2iG^q8EWbhs`jJzkB7esOSW7x%e
z6lAoP&{q$*ceB$v^}?3BO>u%|h82sp2+h2iWwgTusaD0S5uI(fU0!(C^{04ic$XVj
zNG{wq4<BI73jm_w(>+ESL5xC>n%^@|=ZjV+jrVqE+PTT8l!s{v^y3<mE0|dC@U%K!
zC-6(#3i?fu{<&-4*)`P4lnIEZvC3Go4pL^_+K}+pHqRXt6H#j^q2LG8a9{j%Hx}Md
zs-9w6uX+m4D0^Z3_E9xjQ^KzRW98_4?b?Iy3mc$W`ZX~9WcNz@3(;s6=*R=}uEB0~
z&AOv~>rG=fvmaJT^kK)>s`>MfR^zdO<k!BC+6fc-iaUgQ%|C$I8%m8!=l4|S0Y=yP
zG2NEF!~QCB3gX0rG7O8O%Cl#YymRq|h2Px0&A#ed6uCcX+PN7`yq+g_$^!r-z=0(o
zAo?TnYs8I(5NqKGO|f6g7hQK3<m6O?&xe*(Z0U+><(6?2e<c3f%x`H)kkhDMc}@7o
zV8tZe;F5|Gc1wm%9jWPr>Wyge@bZigGgh1sdAU3=`>alAnl`Z0?o`oSqrgzT*~m!Y
z{e$4`&BAQujcT~>ktRwdLLz$mLYbK=(W%c#s^Q<KkEja9_~<S<>UGjYsr8=!a%6@9
z%^v;Cu7qf=e6A6*PmY}^`(ai_;@l3A&=s91%&i|+1O>%0;$KvN-zO@Qx7V|T9ETV3
z$)B`2670UuCaAd}l?Ok>Zy^1Q3{hKtUT#}6#7Z8=!mwo?tp`O;_}y&?w(s^LAgRCM
zVBz3UO)^|RO_K@dXUzg{{Cs>btJ%VB>8TP0J9*FB_bWH~$*7SkX*^Jm&0H>n%fJEh
z5_okR#|k*jSYG~7m=RLSXk7sRA_XG*g+92QRQ?m-D?naZG@2nv5XX4GroetIgb&>9
zQ^xD3iI4y9D)1Yvq472l1qDZxFdVb-)&;nVO6e{wwyyM-JMuPT{JbiBan@K*&p7E2
z-K>jP1>3{EtD>Vt)nJJ$%1BaDf%WeC*Q|87U5+(_-9R*Z#ZCSa5PP{!dVBI&{Lmsv
zcozckFg8{4aR*+^vX3w(Rb?I~MB{&ltL|S*UOCC2#cyQH+U-t0%NBY%C>#{31fOaT
z&DFSZDSC(?OfPjSFOSW+K@~C8qc;J+$R6D`=fkjfau!+bAiuB3rqHw#nGid2>Ngj~
z_Fk{;i6Q7hO)w?#LIBXn{(Yv(HIojd2}#3HE!n=lRyh&AVs%EIA@to^-Htp{6JNi6
zwO*?>DtiIC8SC*UzajP254e0WF6;u;^=s6OKhLh&|2ul4Ejm30pSjeC8Y%Ev*r99G
z_^l;y(j*DNAzM@a0lU2+Yf#Va;vlMS5LR8^0;^A}Cf-K%SgdY)P`Au0^}~n=yaA)_
zr?<7W*H4tDhd8$Fz+w{eqJ?GrFtY7tm)yk^^GjnLMW21UpRu@?Z~oZ2*M=@?oyTlu
zr|;NHe%VvETY*apzIgtdXS&6u=cAtb83+6K2`Y)*e)b;!{mzw%JMVGX&H44q+iJcB
zA=Mn9s;ZOfzsGL~7>YV0^BvRh#c`$OA?tkmiIBce!v^HgYU&HpW|d1H1ut0aL+F}W
zqqt+0A-3e`PoBbb&<d>r8COOQ)sC3c)t;*M8_jR{dSAbz1q%Di@)X}Pm?NRft1b8I
zt{w%PRndU1!Bd*fe;oq5miU#H_eLzxyIrm~1)r))RlaWPQ>|6#7^$l^m{B-*uOdvI
z$?WdDsCxf(2|^?9qubhP2mTr&EFxq4clH2s{Cvm^^-2xNw;Edk<Gic*L7nY$cBU3J
zvbu@^XhdWij7SqvS;=RgX$8{y*A8`Q1pN|+BdTUhX3dMh#qUTXT7%ZyPr8D2O#Hy6
z1}$h_2%{NLCnWMoSsnHs$kmYw>};uHHx!9|<$nsBYNQrDFun~!tA9vIgAFn2GJ(n`
zX=1aQNS7Tpc+N9V08CV<6w5xruIb90w&wNj_Gq4r61tnI3-#zQb4lDSQ!|B+b-=!@
zt^b`K+t5&P=Z*<LYY7B@x7qpiT7G(ho-3tC>!bsj!Q%2CYB`dY)pC&1F&pf@%Hm+#
zm6i<K9qo-a$K!^%qB-L92#NSqK`aL1%!I!iC^*5HjC%0tO^Zoy`X%L+me^RU-jl`o
z*;!0wRirM$vRmqVg22-OBo(Y(A9S81q(M&lQRv=p0HJ}bRMmCQQY#Z8rMLzI?>2^k
z11$zEV}hFA^I=aLq~+*@VLECHc4)tKz`1`(Caa(AGH}OWX3|vGElp7#j;mqTGFEgT
zxs`Ig#ToO}NJ~BS#$*Qpf&0|6Kd|RG)(Ogj@Gx%mPNlqc@*C{B9ad^}Ei}G30Q|K(
zr>2@fa3$k5DEpW&x`uRW2KRoD{iqqgZuS(;&W_cX>!SNS!7Y;N<dEmSq_3<@s+2ro
zNOtde&(>`0O(^aDUH5eYjU4r-3H-pz@Pgas_HNIVJ(hf15eB2H*B2)J1oUH$wBw^9
z=?YrSWfrpzz{TcVpQ^m#vc47zWMakF|3_u(SJCOC98I?LIwECI)gf@a`se=16}P{M
zRydZnS&a7nz{Ei6K+K9#Ane$U3MUeNd)u}Oj*YSCoJcXKQO@zMvC*xrtf{T_z}b9s
znze|k6*)Xn$aP999x24UEw?{b!>&v$7FL1q^T-h{T-Rg!&Z6^$rjWCl%aGkzLcRAg
z(gl5J)APAhM1&)Awvi;dgQ7pRV$}BQ@ubacz9|ijYH~rKA7RKE?jxMUD5dGpU%ku(
zze2y{4nB03cf7=qwK(>5Wlz?+;>+B6;^t6YE;B@Y>u@iBI6<@w*Lul?`2><NNmj#i
zN0cq5qu@|sKU*nS9v`aS^!so6(>VWiWQK2ki9_jNmQkuzO726>qK5>7mbcnGA)OZ6
zIi99(k+In6wo%uuCSurzp`QOmetx=35uoRW1U~~<k$oWN!P>=E<!l>2)5!}PT@!F$
zUya`!RKp{+3!N)>l;t&aUV%*!FRr7KTria7_8bXFB*KTso-2u8lx;wSv@GcHZen@A
za-BWC!<C~k!xQddwfvTHncuD|Gt>_8=rA{v@wPv+)+>c&j~P`X-GZV;dh058i`<Mw
zL)KGzGI8aV+0r?JRgGHNCy64k7W{GIznRGPf5(ZR!m#g}z`%H)W=eyShM9g;vF8yc
z?>G=FQ7Q5p?=x1%z2rr`I0pgvF>rb~5-*$;ye#BsDR7G!pFT4Ra*7*qhu%DUE&av^
zvpH=3eGY&f5I&PRXkd5OcRT))of_Bt6lMiqO?CC$;ajpL_vl&EFpNokmDCA*4%lvx
zfOB=nk1MMgIizT{<xfxE;c87XICrj+9-KE@zQKe9Hv|8e6z0dRQmnfbh@6J9Iub*1
z4!NAznoKtV-8`*zFT*5C<>pH-`&-&ZcL&gc{aeFAN83nAntf@PI)Sp#@6jE=P|z{<
z<C36x_qr|6)#j*H6>cwH>5nyHa6VXVqh~KTIn0e0_pNBQwA2u2N(<@Q-`;)-f?Df^
zT!zpEiKDsBI0Ki~G8J{#To5re9W0VfEeDbRJs3f?jNG6_nx`Gk@PK7_`AWizMSr?8
zg8geZ=L!mG-{aAqKUdeSj^nNE?wqniY9;9QJCo;5#c+@meor}Cem~51?J2<eZfU%K
zUlh;lo;BkBDG%jqgvyNrQV%n=`3@>8C{09q<$=e~RL;@H|03UDZMPc+q||}kKG=ba
zBW1_wZtEgoLS&OEJ2%k#qhYKZAq-PpL3q<OD?LeX=%8u^2ss)V7J=|fUpG`<sz3dS
zbtulN1jEuU0Rlc@hJ9yJ0v&}G=R?<}@SXp^7pSK8QXnL)N3>PA5A-J7W0LFK7U-X7
zwe7F-5Y~D8<zm+w7|_p1k5uQge%1L>S10$n&8Ft>F(6FhyCo&ioHoC*Vh(+ywzId_
z|4~KRX6P+MdO<m9w{*hOJ&jAh@|l@fUp`1(`OMh@KIN`{DZapGsZXn9RI8TEVJV<~
zix*~f_Ss~1rtD<JAHRXuA7WHJT@RL|K!uioq|yC4o@zJtjJW=o4%3vcRDL`**Hv+m
z^r(Al6nz&ak`V_qUGER*<eHmQak_S8BuCwza&;xvO)mBY_h5;lywirc58sJ#7i4X2
zd?4>qS`({4M?#bO6v0mw3?!ziScyJ0-9_i|en=my7lL43KC{uPteQ5HSnf)y$;Y4?
z(8DEYtVw|kpWRX#2<@yFR!ni>^g36FYgRmm;x4%vL>|=kue*4OB4+n~{IHtum{-d<
zzG8E@c-&vEL=o7vx4%Cq9GN`W_>vvsU`XW&-}c$>%6H4Ve&o79k|^qKaN){dabb*d
z#S1rHpmz$9k*iSdtwY54;vQVJEiwU<d!FzGR&EIuUt&`L4>3fzUxcVV{hW-^e)2_^
zcQ=3WS<RzJ5$-JrYhrBw(VCDPU4`Y{;;{GLG|0BiZjDsOCmOz=3o(L@&-QA$Y`Uv{
z|KMTs>-jmdUyM&HSJHoGGQTo>i4UbO4(s`1FRQWNysP1==+Qk#54Nx6;kLIm7e(g0
zR8{(V+?eT9dHUto-=Z(8K?TZ=hju_FM9_uNRs8toY`dKD)6q;<ky}85Z69HC)Tlt#
z7w|35j#h#)>l&m4?4=PK9awDR=>?E;^)cVM)4J{w$<COm&ZelZS-L2;C&E9SLAA0x
zoWG-9FyZ|@R-h-PB$%=jK|+^f4NyV&^C44`#L!)8p30)TPewi?Hp=<wn7^HW=A6+K
z)upfoen3}Hby-d($gB~g?cI=KEk+I2jS1hyds_U8d7nRyh^oa$j+s`HfU_wxuw1q6
zEEpnM8V%q#AmyftQh#~BO7)riA`r%T(G%upONb%6J~i0mlkamLUYx(q+@a9E+n<Qd
zCBfhJOO96EbE=CD6VIDIY<QuoX<NOZo(yPPPu9Z4xw5-EI`|F~L*YeQ2Hx9FG9Xsy
z11g_2F@d}bO{GyJN-<<>^B7FZmZ_fAL3^3>f`EfhgZ<dszL-3j&>!w@FVEFyGLB{Z
ziy_|s^cQuCYTU`uYMxts)yzGxi6r?GI$hH_{QGXN&TlN{VN&vTw?AqGy)DHlQ4)BW
zTfB^LzH{q>*-mesUhjYQzaL+TCHiaWYHmAM2tfpFs05W-$MU#|y66fcpbPF)-+<{P
zy6vM%YK#T~+7$rnV!dV5+5up_Jid}3|1-lQYNCeP>2W3QR!b3g;l8?h(Oijbt{hWI
zQc^7zBXzvRAFbe2t)ueMKk|-2&bM6Fa3hWZS{)~LWR>vqRH)}I(N?^7P=Ln^XVOD6
zP1E(HS3iFoaDS%A(l{xDk||X;_WQZwZ3XTq%6z}B%6>mHV@~#VAC}^~<-kfEEu#CQ
zMpVGG>QKP7^;g{E1XJ|2zl`M~AUggVXLk{G%wG#_BRBLFoURe*E6h;!T&E-_t8WB)
z%(yQ!ySQZEZ_!uDl3b2!N84ENT^0o^0sw(yslZ{yW)~)>`p)l8yx}47K(`vok>{4D
zuzOO!41<Fjh+6s9Ll?d$Puf7QN2Ju&^_@*%1|K!Ai`2)OJagW^B+NVA70*jfMYb}U
zRS$JdN;`sWs5urkNLn5rc-ZuP)ue&CMlbxpa0K)6?>owTIscGNlP}P1RU~DkO#Wk7
z<aDmk#YwEl>T<epn?BGdMCB`MXkdc^uqP|YD_AO;<&@(q31MbYWfoSMV*++sONm};
z`mWr+pwyV3Q0nshT@ZIEF=OxMv(~+dcjTNdBL`jm{MdgHBySm9r@BhEp80X4E9esX
zx>0OD5R>Xis&cn8bMf3Qldif(ef!y^tv&moOA0|1-EukY9}lWW!^sK=LGH437ABY#
zyB|9ECU}%t4qVq*)&VKTj)qjbBp+bPCpTJq_*N|OFm1h|!7sCRR9DEw0=WD;(p(A-
zz>MF1umyXUe6M2RpLuC+ZqiVA9YQ+vP!*L~>U40DD&?|V)b`zWaFuTPnrhqh4lw6F
zhNyQN2AAl+dw`%LCyODEg!>$8tL{6NIhzKkdg4=W;>2P@VUka(la{tMN(jMcRre8#
z*6)A4S&~9kFSg89Q_kT<;lqx4XtrA?8=xjqMfa`0mCIxHDM7zp!4C(#aX#0rMwtqG
zDRw;&_yOoP?iY^k$JY_^;hC;{1OdTf<ivTC86HL{X|vMZsH<eL)If~{R*fORo|BWb
zQ&k$2dOL?4<x~$Fk9SoDoZu`(;%_f6f|d&)l4-D>I5Efp1sk!rUX@{df#-r*&c`7S
zMwgAUgO3y2X3~gViHGxD(FO?>H&vQ1n%@+|4O=3SGTl-({e>a&F+bKe4-1nAmb2h6
z1$=ftka`H5-N#CPjl>|MeF^M;>w>bLCfM<S_uOSAx)J?{FW0v&(%tRwf7cO0PHlj0
z7Yn7>9$945Vam!8pPCR(x-*-hZd@t@&sReHb*VDw=9jZ-=QT<I201#>{}OOIa#pyj
zm0l#RUU33ht>#|@`;t1>y51IpqO{+RAbjUF{p5rOAxRhty!oMr$4Z$qH>T|kJAmCW
zUqJ|W7<6hg>Qnv%6wr1S+*EKr#GsK6=fM$l-zzJDi#^k<ed;b8*SrB+(JXy`=n(2F
z&nTU*rvEAK4%;f4F+FVI$2dY;GGn^*``gqM_Gk(<6vES-7-Ogmg#A4!rc{b;-+1gd
zGOhBc;po}9u8iCz9}pgagT1ekQ~>iM;6BP}>d{S|Tj{xfyU&6GSN4)1KCX!SMRD`v
zQ^=2EIjvDJZ3-U+DQ$izRj+Xngypci?yD_11&BO8>E&`h*`QBEj3nr-v~_?!EIAh^
z3)YBZY#&#}&d*Li7recR0}!uffl#&^!08t{SvYk!YvEY<<1?QZNlo65AAcS4&M)gJ
zR8;(cJvfA08#hSD?{-Nu?(EEc%eNHPM0=siZ^V%vA0ELGlE*nmc3<pKD(mkcZBsZA
z_t;buoA0qdki!n8gXzPQwk_@rz{(MEor)NxcmJPJ3OKrL%~ayina@N#{fInwxK74f
z*<)Pid8R<s+Ywc{FMWbSW>z2smC!{W1wQ=cMS?1S9*v74Ba0y=TaUlt_S`vWafES;
zE9BA!UXyz>>-i`f&hrcBG}pVm_4tqdSKQ?cVh?;S6_~n9k5RgLZ~I<;d#NMvQpa1?
z!~_q{s`I8Z&ZbQ(Eco`7f~{Xx0tdV%|6Xg@OJMpoiBe|l*w;u_HJCTw;`>BWIeLU`
zupazG2QQTq!hfU}FAi=7cx~@jG?dc1Sv2_ug<Nu%D|JVI?O%@^JH2kW$Wg;9rk|Bg
z$u*J2D8rqjh^Zw>o~%7QT|WNqOecC2E+5-93pRyO!k|Wf`KcYu%7|0Rcb(_a(109{
z_10Yuh7mn!#TUtQ`EoBBUZbm=F%MXJluO#mdqD+(4}Nqpba`Ahi9WwVTxux4rzR-m
zU2q_Eovq2tG4m&7Os^>U?`uYRiLLYIq%=J}CF*^I)VL2Z@0M-cC8OEeQ$Yk;b4^D<
zgnN4HHCiS8HF6tZV4VpTZaG8*f?+KdCBwgaT^h=E2gGBo@BNHvDX$klEwR|bGK5|0
zGflDRoZBIm7$ocSDzfnI2Ug+)j&dqnz3}7kaO`?-T+qAlXeQAQ$ZD}%=#z}|LBJe+
z?D@_D<B?UX+W=Be{`PIy5bT<LLC2LVyTkVqmD<|-xb$mN&H<6}^vPn#kA@dQ`lm;E
zJtv0-W<`|_MW*25QZG^$8}RAz#H|%sqpqzT9!9<S$HoMDnP*sQ^sFb9d*61%mNSZ%
zB>{MyDIA=v7`ZNWU!fU~El3G_JWOK!C1KoT;gtcK7PNpKq0<D2_Yw=9!`O*@qF><=
z{-0C3Zid5IBMHf%r`wC%j|bWp;O6LlA{lG%aZlhmq+X75RHTD;_12$eK`b@z)s1C|
zU67Xe5PMJD&9z{Ao>+ZcM&24!J41eSN3%;PC201fN_mC+2t1{Mu%-DEbuWXo1i;_l
z;s-d9y>+z6wk6>0+9m`@)v-O97{YCUpnQN?oYezHHP@|#@TTTr0CVfpO)CAA3jP|W
zprVKV>o;dS55w(OQUN*=%Oo08kPi?=WD+y9{m%aQrORFB`|Az;87nWIkGd%)`}C<0
z9to)8OAy+AD96RbV;<G;by%qfhCU!rhB|Jt$Q0te)45UYiphL`SUCClTqqwV5rj6N
zOiR^~=jl*B;C02PzZgpd81wo~n-j!k(`{)Zu&F3Kcaq7&6V7sn4Y=ups?Q&V1;@8a
zRKDt=p`6$+MTbEZE$ms!g%%oKdPe<8DUZ$$0S%T(?sz|0vts>9=~==g-&!3%K2E;;
z&n_tbJ3>`@ivWf1FL2!wdz8Jut2kn8Ru6!-Y*2b=r8S}jXOBj{zBb@DEX{rEz#~f_
z<AAJ$TJEB&Y~jzB1%g6@0Tkcf2M*Q=h5^+`u~R(xpO=n^AmTO1!|{B_-{<M?`M;%R
z5MGrMyBFH8CcfAIO)m@Ru`fdgx<k<j$@i2XM!-RLM}=S;MNa`@QXogBXWieP`Tad(
z0{*jZ@9gl?eKGGx7(Buc3Dl%+#Q6g7UH!9hgxjj%GqZZ$x53>s7mA)q##=Q#<_*vi
zOagBM@Us4FX*n2mxgt)V_~&>}PHV9f?OFZ4C%WVJO9}B!$fmmf4H2>0{zR;+BXdmQ
zlQABm84v=ALE|zKRc-C-M!397^{w}Gm92>jFA}Q`VZXVHDz_(<eQi_It8h1*!ItKN
zi($&%w)?p{DE7d(wo{o9pe~~1>6ordZe=G(y;;C0!)3EwLmSN~n9v$-n{slP2U5o;
z+#({nl)>})rXX4*$Dep%%uybqRkmu?Ty;SFfGS@2yZMbsPOrm@j5r2&*8@Ab<$W7T
z>}r)P#FjEPFpwF0MPKnC&kA*IRkhZG>jKg7O5;mj_~w^K`>x!!VPD)uNo%0r^2=T?
zGQmWuuwHQhb?3CrpXr5WXyjON)g835)lHPV%+ai@z^(Ddmsw;txdogpYCi(M+r<Dr
zc%4CcZ6s=&3F{>>sK%14QLt~H4gj6rtXaJdlz*LZL@_9b$<<58Z$f&~^X1mZe&@aK
zHX>E=GA+x;KgDSh@k|_ycg2zlKYiTvl(!}D%e`Gi_2qhlRV@Cm5;NzY%{($~GG)zU
zc0Vy(kLxen%g29E+$kAM3SZL*;$2~uqtxjy8{&npoZY^>O#*I@h^}N(RQfksa$4E~
z6~=@d#}s4Kdp{0FE-@fOsdrDh$3;3J7Nf3mzbw^M9-ZONi8vmqSzrNm4}@%r@!A+n
zwakXneaTJ^$hkC;n$e|Jz4Wm4lZfWUW*>mPXf~W<FE#c-yG}A9&d;pj2L~KKPI+w%
zRZG@%Tp-L>7W+>CmD{mT3!c6#1!{*au1s=rv42If-^)~oDy~)U<_||QRxKhDgL9EK
zEstz^D_^xLj(!$6619Mme9~?@Z)yWl)UZ)6kXTN}jGcn-^@-ZyHn=wl8ttP<&ozpw
zh`nar*Zn758wi(-yFN6abCz2d+%JcKis)cGG<mt1%@hPrl?eiAd~RcKVum73Q7@6)
z{mk-|#=p~5TwTW!+o%l=c#E#2mfYwmNSW~R4F-|P`@=jvtwDjwlYCl%JE1=Uy`2|H
zo@U5jD6>YrSFG~2VQvgzyF5`Jh>RiOmGo-}7o!<g1!Rr>Y|?tQ7qxK(6crg2{jp;(
z>pJw>4lCsy(IlVJ)bquMR$rFA@pugZfxZ7Pbgu@)l8PHN1dWHk{$)(hVom?!`+X&h
zSQIekA^6~acji^nM6beaufS#bU5KZ)$S$Z<kBobi(ah(WLg~l!U0pv}{20n#7p2T`
znk|kOEs6XI_)$hM1NIFIh|J~oHKDF^VS%ijPBAlP#-Edy(KX7pgQqq>k2Jq?#1QlE
z7K}U38UP5r(i~nv%~}MSaa(nZxN}J8a!?Y(>+^FoS<>m#wAe)MjA+N~#t<n*lSHy9
zXGR4$r?1fVmDHDS2&FLW;du~G+I8H76j_NJ9$x{DyENRt1XPttQEql-0x|@S2CQ{Y
zTZ63%V<Ahp?k`ON|8fD0-oj#vjpgUtf3TT>`89(8zR}KC)liY$eEY8xQB2Xq90*cm
zh(_KgjeoNIYd~d0x5%U+h6|@-P}ASv*D?-#7yx&#m@lF8E_XrHq_F7fkG}xoblhF!
z^}bIO#lxMkoz55>Eq4i{skbKFsZw%}t$lP9HNAsWXHBhgamTC<uK*%z`}EE;247zX
zh^_9w*!0BCDabA@C2~qT<&@7o$arNY9eXd)04YtOUTa*KL|d<~7RawPeUiVkH~`?K
zuGz0rO;Lk9Cic$ziW~Wnj`pD3u4d?vviOEW?PaZIG{*;&D^q3F>w+w(<V)Z?bt~<c
ziXkEev;p+<0!>l9GBU1yjCu80bTKo_5db6L|ADnNDPuB{Wvq_pML#e(ka82Vj7v&(
z)UyBz4Dj$<2ZUp8C2xlkaMvSSuGD1cR-ZRcE=*9_mdh}XRj0l`{lKf^6~e&fSlebt
z6>8BPpXTA^m1Da|6Td%fk6khxm3?!LkOni(n!xAThmu|p)_v-ijQJbWSEfK*wsK#O
zGdYLJXtMP5hVjoxk^HWfnWBQweNN`)xh|!Ztx^kDW_-n>beeN_S#O1pFFh$oi^C48
z`bJipQc;^;QJ+aMU;AVKR=@mP@*Cr^fafqldl+R%Un1{vw=^2!HFzR?E}!w4=Ywgk
zkSJPw+C5bRjDHCTc>V#RJx67L$*b^`T>bSiW?M#Pb|;cu)Lqn&!WUY<f1%j*J~gM&
zIHR~6a({UjW4pYw&EvhZwsB-8Efe5c0J?;?8~gZ7#ECJcDFk#G8rSBT2NUg%w>Afb
zh4Jz<Xcv9j-rnvhGK~e{l6P&b2)=+AFSOF;YQW$I>q`uuGcyzFNjiRNtXT8PGdF(U
zg4Vm%u0jmAu7z^qi58V=+9fApy`L(PBoPX)dIws2<N=f#H08oo8d%K1w1C`bV2cip
ze;x3U6umeUlfzLG<URBU0EiZX;xg+^{F<+od?wTHXe&dEgMGL&b7vm(c`l+Lva&tR
z$RStnauum8+T3Ib^>V43h~LaJq}}@{U3>QW{P`EaL|4BHfK~ghbs%XHZn*p6)4@$k
zRtji5U@F$|Ym|Xt%ar=!F3w#*TCn1Oz&Hm_^G4#J^VC}6%{)AMB3QC8jWgfb@6Ae4
zUa1i0UdmIhXtyYd3p0DH>t^xSb+1DGb7j`La*SCo0L}LnX59cU>DIsSiw8k{HzSd9
z7`P(nYsqgMe5-kRC#C#3l4bR1PMAS;VZEMZT<_(Bj1?9s@TTq*bPQ=uf#N-QR?(s@
zZhcqvo|eX%Rplc>`TdC47L?<oO5}k@f|y>R9`~+pZW{x80fwPeZMx|TaP8w_=jS)n
zL>g5WkOJ5!A7r8S9l7UC<@a67o90lQ?AGI2f#kHd7Bbm@l&5j4L4$}S=>ZSJ-palW
zp;BD6kP@1Si|Q`d)y%A?9~~{*M$sc);r$C4?wyH%2L|#RZE$g^ZxkUZu2GmmRpWJR
z-%Oy&Fq~|eu5|M<`+cb@p7WQxGOO74fz3Ra&Pt|#4>=Os&Cg~XL9BV_2#WcUu&2f5
zEm4Dhubc9f&${zNE(M2u%gbP@8mD)NWl^iKl)oVB<_<#Zb*ueoLb&y$?5WSJvYe`0
z0YRNgN&`G*=@#jgjpQpX_^_Yh#b(_|X@2g7WYK%Uz}NTs)OM=rjH>9p)gP~MtNB*S
zD)*}rsU4{3BWtomcU0MAprc*kAo(iuIeO?_@0<)RMOrXPPS#@~t7VX*rRF{9g=Vob
z+vuJwUU%Si0S>-f?fJG%`A@2m?H?-}KW?JayX25xcdk!#Cwa0)-yHt3Wxtl7sao{v
z3*7#|xla6qb-p8de3}{`3}r=FDO2CiSW(rj@fH!~bufw@t6H5|^10|*fD}tXs;4@V
z3>2sUW|rW)bi)nBN(GZ91G1kmI1{YlE4oM+;HT~1IRGka0sWb3>^y>V_2()J12-=M
z$HIt+fOtr70nRZbg8mA`_HMERL2**VL@;C}Eeyc3eh(^U?m+hTt>b-Gd0U3hIP>_v
z9lsUJ=8={<xdQms?rwWyu)3{QG@HJlHXa(ory{a`qX!nV&kX9X=Ua}(v!bhlhlV_0
zt2|l?RBn-hfpM?)5*&QeH1pUHCQ|5AVc$c6hW7Yzt#EPuR@W$3;ghxtogcUSGi#4S
z0PX3zZ(?1}8Ce4`eo|6LDEfeX&%w;YrfERLJ@ERAk_Mm&pqz?1v{*)&xyYcjmff+G
zwX9q*1!6!tJG%X_Sq|g^OXd?Kpl9sAPeghiZdEl@i4(HcT@_T)!WyU?A%=h&B3E8K
zdU>t&u}m8#(Otm$>)SFKp2~ON82IagbR&TSw=(LQeo|~~pf2c1rde>>qWxx~Ze=+Q
z-02CV$5HGF%KXEw2jRd8uu+bj{iEbgTg8B|O9iH5gA_>L%~%105s!(SPU<5I6W)Uw
zC3v`gM=HODHpTVqfk3~zZ+6m2O3jnkI8Hemjm-zAV;+f6is$BnbYsI6lV|xP-CZgf
zM3-&$a=X}ccq+i>)&re8qhbY^rDd!p%X2h+iYA9nJ_(huDzC3Xo##@E{weH^_@cz;
z)F%!4X+18s+!<JP$}59)U-GVXjm0yqKisqQYbAa0h&$}$k<-=|Kx(fdVG*eHt4s1V
zc*n&3UnUQ~MoHk<7P}~b9BIwsJD%eiHd7O87}Hgs73Iu*pyBE55*J1!09)>-fUVR^
zG|)q{n1ib^y)qrZY_GD;4o?rQykKO+J+8$TPIBtj_3t+v3hf=H;JBJ@BIRP$)&;z;
z8sB+<vh<8!W>8ot>aF$Ucl=rTml-vM!lK$@j0WFHqJyH$%ZFXM<gSBw*9q1?+FbQy
zWV0`qTfW5;#7o{&G07zci{&NL7N~W+3I~9NI|Uh87OR?o?T?`Xh`s(5;-yJhF|pON
ziyz(C@3gx9RdKy9uiT=0+}h4(qW0x?%Bi%S#pV!mKkuV`+ib+fbHL$#vK0LUre5~w
zHkPJD9-q(x?Ur=O#rY_1Ew@hn@=-vts`|;*OD|1|!FvyAJ^Go8{QibxW5uWy_2(!x
zT{k$e^w%zbq-(H9)|q{j`Km4tcrzP-_UDhf-I9>b^V`;dw630Q3_4j6oZY+2|71`?
z95834!FgRxPl;GTGlrP|jWN_KvD~=N&#?CgP1W&HHy<K<QCD+dr@%MgR^W%X=(*zf
zbK@&ExDCrP*uE1=WhxyInmcUhT+uR3k4$D@UT82x{Xh73j%t>S+}UegV)#$WC1vnF
zutkzPW;K00R1+yTAp?lN3DwT?F-KUV6zqyGs#eILfA`&GkYLI(@dIAcUlk~XDU4IM
zxNYd<1GCEtI1+=5sh$8Q>R)gwI32(+Ueo8RDyA9P<VL8lWA_hj@gKCcrde<4^iX{H
zU{VXrHd(PQQCt`pUIg<m=c?ZyQ@}J*sYIDett?a-gWO4AmdhxK?GXt7ffkN7)N(7Z
zdqdV_z-d@4<85e|lO(!grMMLNvs}zXAXiCojqxYdXH4E7zK=P6-WFnEHCZ1Y!*x7t
z_2$QQ+C^x9I9RU$%F{^Z90DC8KB)tG58o*^s~@+<4Vwyg!4LEmAeD>JAD145>;2l?
zw}RymbF$|^09r}*UykgQG}za9nWHs`jkBi#Eo0z5R`c(u{hUawmGdM&Cv*0TQlgl*
z(s(uZQxA_)N-hsWKu`oueiCf8-XcKM$qvF@kT;?yl5zYoDeH_GyQhO`prL&$k6DZ!
zS9!A;fF4WNJ0w>>y)&EdrpvB!DDMS_kacsIIDmMHUyli$=kw_ygFDSp1qHh&ZVTUJ
z=dg1wZUJ{Ge%jCdmv-q$=u|GKbnKFEV`qbS9(y((m!<kt=y_g)dJ4tSw{8>~1QLu1
zotbeZKK*as+d|yzT(Ey57(pEq=$2HkxiP95CY=nuPb>4uEEY4WnzVWY2kb^vCZja(
zEf}~zu^0ob4P{WYy8KCd&#pcmQeHM_cW98DHxA6wBAC@V5|tD6G<$pA837UDy%>G!
z_vgW7=IH)H0L1M7KKf%D0%z)J8_5H<4Nv;>DrFBnkJw5di9fe3)Q|RO2i<)IV5>vS
zuw@bDVSpk5x;pS>vjY@!zQ5ZSOrftvS@l`87rTwL^gmUNCy!Jhb6OPkXuyFEu~C;M
zB25|qL_Yj!<O$fI0EBcsYJ$~4T!IzWOD~(1S`dFn$iBSwd%xelj5jg<_6JhN#RfRt
z4s>TvVf+<?Nyr9SU=N;~%0QdjGsVN*-Z5h>czaAmU%wV#i^lV>`dRY^QY0b3LqA>R
zu~`V{xVJJ51(RGZ9@@DNfP!~3Rjvn{7fh**8vyCdx=)x^sZD}%Q#bq~+Xr#k)4RE9
zigup>N{aHrR>`<dZ3;afhK+%<=-T(UU~H^^j?HRgzzEwOQ%>W4Kq%GL#!{ojuav)A
zU5`AD`^7!CU;g^8W4RAjA4JiC03@=f;55W<>p+0AUATA@A2uD6WUnJ<lq+V%Cn+oY
zyz|pxTJJy9-%K7P-r7<BFNSyP%F<YEP?C+dp{PtjdM?S(G@iMbCMCSPX!IgfYWYIz
zE*^8Ky#B{#c?1G=$O&4`X4hMW?y~S5Ih&}8FgJ*9#sstQx8|mfuZ|*M{Q(xc&1%95
zcA}r(=1`p(e7iA!yl6?k>Tv$6^ZezW&P^*R=@y!f2=NAuqN1&8z$`2Jhnn?%W7(Ce
z|D#z__ErvpHWtGp@OA8bwHqT|S%*0E@Unqhu@n0oD;U&uB~!UmQt}^m6<iYk0KJ#7
zf{)PY3Z8&Jem{P}LvEOR17rR28>d1tMdgAQy!5b60|I54U0G~Nd4-^Xg&Gyt*i+f?
zfbHGgp4GU-sC&wwiygsO+NNIbPo%N=IcTCNJ?V?f>ivffs*ajz@d~x@^9FR+j45MZ
zIzdO!y4dX606XR2P<=R?S-*T@jcYT0sPkRdK0BQ<pgT-8S%1<&Z<v&k$Zs=l39%Z0
zuFg{=|5bZPP`WejWggLaNGer`7nn|GG0AaW<{Jb=n}LiaRPo#KV&m3j2oc11>T)Rk
zfFgha?$Z%TTm<C=KDsZ@A$CutX$2S_#HRpW{t+gtA;iM(6leo;<u>d92U<sVc*b*g
zqGw^5*S_pb1O^O(8W9>`I~yeDXHG|=!FC4UOAzwkxsC|P1G6*0U*3~-FQ)x&!uHWZ
zpCzeMFW`8yHyF{Qwx%+hn$!Ay8!smcI_V^L`aWq1ng`5siHp@R_7QN$Xo6e>>|+5s
zNr(+Osw)w+&-0`EAG8!Xyv<%519*LWE<bo_&L#v#d=GN*om0GO?Wv<#K1lLXZs3I`
z;C#{juj9k5E7jM%l>k1JgYBAtk~uy6&|lQ9c2u<m6;)eu0@y&8&mlIqI*>yh%?0V-
z7<jY2X?*W#<A7Pm&%=dXgD3pSr~5U+x@}<tcvVvx*toxuAXc#nps+2D`1El2Cjlv`
zMrm?G^ciqY>OXSLPit<&^|mtLeh*6ik3j|N_#Cloj1TE6oEfsqvCSAs;F0&Zfx9dq
zl$~~Uv`p?gQNeSke<&wwM6*c&XR-*nJB+4^GLBw=0grU3KOVPw1C~=uTiePJ_U|+y
z<Nv@imS9vL349qk=|`on46dU`I4v613A)zt6!PPpWY>cO@n1OGlRsE=X4e+)aOVI*
zG~B2A79KjK)Y*OXE^Gwl5lY{o1-wrxi$JW>UxGF{JoZ}g-ydbY-_s3@-{RWQZ5?0&
zwPsUHj;uFWQ4ji4Bw?HeM<tjWg=*llmYQL@gM#p_S9L=0_bknTs^0#mp4x$vIHC`;
zvulWbX|asyja+mFavEI5;CT}8UwWUQP=a0jKKio8=+Gm8kpsA^%TRx1r3)2BB*Rvt
z<v0D>(GutbRl}($tv4H6m&Y)G`AHz?*9m9>U)DU~@OG0T7AUmKDhvvfUkYRhqwOR(
z_Vo139^EP9a~TZJOuKbudv~*E?qR3vp2^3FxQb4&;H~ldaf>jyhutAp#WiHOAq#&@
zSpE?Oei{O`h=G|vdVGcoN))%bgR_oeNqWQHuw!NOmq9ep*_l|OaE0<Ly?a44i^qH$
zP&peP0&<#?j9>cq=*yVKFQ`n@Y#_bE??TYsGEtYW!D!M!IJ2-&7L=o;@Y1&8<Krc)
z^`xo|(Fc`$Gx~s1Z&}HSGtjRUjHl81k4WksxkE6TsBHn++8Q%*(oG`QcRE-+qVHSO
zs&SJA&zrt9-G%2C8&Ao%w6<C=M-75A3vhw`2oDc7Ehnf&)a$a{*7%L+SBHwKDY=1S
z`C{MapIp0T3)F*%0IZFcT672H(}qhcK$KHNCo4Y--ABAYh#XDvx;5apAJcyig(=sw
zN+*4#a@b&x(Oni1u18|@6L=u%xkI78hW`fek+Wa_F}$)o==~CZbJO33ft7A7@%S;g
zI3v_EoUhRx%!goZe2?QzNHsNq?O1@iR-xLOF7qxLfrNUkR|8&R(}>uaAH7#)sUb~`
zZtnvpu!5c-wAyr`o(nnk!){-}X$ztJ3AFOiI|Spa3csHxckYU5;w$kLxC3oaApMX|
zBgD`jsL`79V#*uTl=^_Gmd~`+t?sys_a`@pgg_E-t-#DNF)%2%JQkL5TEb|O+RT3^
zTplTV14f35_!0_n>bt1qT>%t7?M+F!T2F>gUhF<vlJ^!lvOX+Q<KASLB@#=qmyAU?
zp4|dRYPajnz~RD_g04@XxruZP_AG0(zrxZ0_26deQ&5lqffAtR;{J691S4;}v<iyh
zhGYBHK2>LdOstJ4qcpbKoLG6cn8221N2o-+fN!kN@mlS|k97_Q2W7AmZje(@*h0^r
zWf_0Dl_=z807@9toxO$6sIf~$_d8;4n3^P}{j)4P|NTraUFf7OKsfy6u9bFLI#6_w
z^Ed~HUGmmFcP56fHvtZ<8eUE|S~!2S+d23>k+IR0DKJ|l?PEI7j+*I=x-n=a1}d-_
zO-SGwF94n_aQ)Ba>JMzKHTj3vp_JFC5bpygG*0u@Hpp+REFusFp_-U^RRd6t5Cjpy
z15mKq+_b6_O<@N3=Jwvq#$8L5pT|qLQKo5ob8{*_4_WH<Rg{s7)l&hK;~Njm9LbbE
zm4b42rQZlC<v_$bw*UFpMWDw7*h(YjFTGQU^-?6<dY4VAt<uPe-g;klP4(z3&=gN%
zBQRsBPy6lehF={d_c87F*l^FuAh_F)oyvhCW-GA6OT%l27rwuw2=G<%Il62BxDUjV
zc54Dw*BdfIRS@kNE|(~R%L}bgw*vM#fo%GB{{ZYxeS=b41QQISDtU!+6=-j)pB73)
z1W|OR&<QI8r$VYt<Kgo(sH}I7r1N^jwVFYg|EbIS|8e%-aZPkx*KkCXCZHm{gNle!
z1qA6`X-Y2!q(~JINkBk~h2G&(dhaC^2`yAbiqZ)rbPyB>9qIi$iP!Vo_xHa4z4Jo@
zNoMBE%sG3nz4qGYfZBmvtt!!H$0ooETo^*=>Wq7^h=al%2#4Z-PwV5aQN1}!O@883
zbltv7_JQa@ClAxhmnmr@rzw$BQoIlG`npy729-Wq$Gc&7E~1IfP%nQ5Dk#tud90%x
z4wWw8EoBUl4WX}W$byRF{%JpRQC3jFTw<hk;&Yf}d2rmR^Pi}hKkLo+hNS!Dg<cT{
z3Jd&`093q`q;&YC_xsNUQTQ5|gJb5`pI^PDVP{}|V*m%~{@WTvhiIv$816MHu1oG>
z*xBvdH<j_Z=O`Dg9)yf>mxHDu5IhFz5P3XsUx_`WHp+Y$mu3K%61>g)zJKVI80mio
zR)YRKs*%6%7bR<;HSOa8N-}fa{zt>4srokTmht`kJW9t*P>`}*R@wXH^Tm{hQSPF!
z!(+HlRY0>q%x8rQ@8R<kaJ+T`bWuXc)Y5}^3YP;Faon=zE{%Vd7VsbwzjOzF1GCA?
zs6c&}%G942u1T`du!9m5^D4fHr{2tE`r}`FF5MtLU5+>JTZ*VKcWm!qB?SBTAt{~V
zqp}59KK0+g$DOt|J;vKLwdh}<wA{2N3*RZEcl2%`%-s56;rBK-o{_8o1Bg7{@;O|q
zZ(Tb0Y6+x9MC1$9gB{r>_ANPOuwTD!Kq<rUdMuF4NogNfOmg^{<Rb~&epecxytrpY
zuc`WurszzK*XeAt7B9kuFb38rgFXY9nD}zucKfI5_%)z6+?6wLlsR?<sFkoiZO2Dm
zYkc^r5`rG;Px-N*b&I*bWtD5mHEtmyRl7oaVi7?b@v+Se`)9;bv4Vq?Q{~dln*-0X
zMk*{KEM1;hDPMllaxr+DYh~r@=NI0mYJn-z-Zt~y-HCO5-3{j0wzd?vn)OS3{PjnP
z>rXo>k^)Uuv99HkbZ|8{eL3rNztgx=*E3br-juGs&Qm)S3q+>UZd1VP&#1s~&drb2
zPPwk)EQPUGPfG<6duz`Rck4x&qzZy?I(j-f1%rc@2&gHdH+4LTzvE*y!ZeZpOYH>;
z1KdKo_~N@Tc0>E}Z!n3@tK%-9z)Ac5!?|@|-E>fy*JTg{JI?gpm}cSNl@-v|<w+~x
z<7p}w-7+jFEq$_O-i(16ZzP^EW7OwvHfHH+vAsay{jGLCfd%SxjfZ+=pkQQ=V%>40
z51&8J4dlaPV!+i>X$vG5dedu0NiHnaHS0fz>L=YM%JSZ8T;JK?PG3rEj^qMsbq^>n
ztmkW`j;Y07q*^ScS~X=ZC5;`b(N3iEtsjFij;9Da1gCi|QJ|l5P-U0-$xr*%t1ycV
z6*QH~CyNay@sk;66$qNA_nPKi2*Wz)_83gctoopDoNL;g$`9LKmr$>IJ$i8%E54Nf
zn^_~CIDNEK(GhX>JPwB!El4Q_1IGgCbWMFwqaXh{gPh_Id_K`Tng6fehJ)`;$>Edu
z-nzEo2~jY0^;62r<6R=n7``&!Y}sj19cAT%ysmRIy7k*DIaI6aK$Xr1b=^Fd*Y(A3
zXBFLM$l0E$=rKfZe*6M;>Dy0)I6pSg_L6@6?v0|tLbS&;LKJ%Sv(ob&I;WDctX-$D
z;r{*t`l(Zu;bgM!M6pQU)|<3+zX~%rw2S=;2c@HYUZAe;_eVZ>k)JC|^AbRe(YKem
z@pn2Ej+t_>dofg)zw(^$Y=Ex}ugT3c@NPVD9KQF$m4*6NhD>h#;=8o`#k!NVVP_}r
zygG%9I;^>QhPI4x)&pl*vx9?UhI9UlR1(j`MMXt%!HVE6TsW(0rCJ4O-wXZxUgdhz
zgXK8wPYL|zU2CoWkfD}-ya!VhAes)n0&uUQZ=m2*OXKln12i5fMHb#`1y#*22K8(D
z?m_8hC>A0nOe@XyBYGuV1wO)W4_CT$>+0&p;XcoZkWfx5v%lHS{`)+hJVW8HsHIQR
zoh2KEx`=+BqbfIMLE<raPIwZIWz92nmiPf<#DB;C(oS2_N6GzBTwa%dlqhX!jHK~8
zaSn=#d<Y)nP=BkuDy+%WxMaO4j;-G|Rz}@kI>7Vb@b_%7uGd9jZ2h`VS<Uo`L7bmo
z1JPT5+$;ZomPbx*4i7JMVo!8$aPVG!9ONvXRC?VC>M@*&`rXbgJuYyWbboDqLsyG2
zD}=^;xZL7FGXITS-=mtEogk7aacE%8*gP)O)V!b8@21@+hjp1ZF}q9H$>9lsCbK-n
z-b2+;zDMu<x3~G+cDB{clS+x%Jog5|kcMY$rStA9vT1#-Tx7&K2Is2A=jcLMta<^B
zcb4C{`{HyOeMY%l$lTssBBI6UP=K#bTE9#v;mqnxgk=AtYfid1UVjB|-yp(WQ6HH#
z<00u3L-0>U7u63$b)2X#RJ+G8g@q66ViOe2=M<ivo(ym`ZVyULO8i!u4lwuE`$@7O
z-G4oVU;d%-=WTlQjhv@JR0#d){({GLVeh_JqJQUf$I=?_yS%3g$m8o|4D&Txm;6?{
zxNzsdJNu!|`7`S8H^Y2S+u*@5eXUt`4zbl6(<-H=NSII9WvlvUA-DM)FX@A%%?v^c
zjmO6SZgTEqw;oFyz5Q`QJMuYu0K$Fwdx^37&aXK0MQV=}IsYq=&vMHc<uPO-2FBR)
zPdqhdB+`1|f3yH-5u0RwJPycqnyv%$;!InkE`e^5bLGE_TRDR6m>{+GCeLC{UoSlT
z(YMfX5v+T<(x2V<>2BFQsEP>5CD8wTH~#iN;jt-2_o0Q#_$0!C?cab!fBtv#XQ^<8
zRyo(7P)_dT$LSj-xBvs~uj;kEnDM+zEP+2eQH~=+n#3JDQP-sz4|a^M*kwe;$(+5z
z57W*!AN~uxLORcx)`%@0GMf$Mgme_;<n+V9wEEOLi&I)%pIkt@C~Q-jYS@xb>j>jQ
z7*pCPi3?J8)QkrxGWwnZo}c@l&AKix@8;xdbQo$kNpUz=op7kAlYE-&Glg(qkc&!7
z^))q9aXMfJVI7XkkHL?kVm9ILSe?HEjwAVlg6_3Tkz${llPgo_!5=2w6nzy@xqs>i
zu+@L45S4S#j8o6oa&2IDlzPKHuLl)Qk|nwRt5mi*pPOpE*w-5-3MG%GQ7Go&GZJgB
z^!$#od@e1JCUkWFI9J`c(4dq&k-rsa;}o}t(3S8tiK8U`3%u8oL^DU>FBkVew6Dx<
zrm)*XkwVth{V5^jRBYIlu^+1p&mP(Rynf**+{xYPxBI2disrTNz3M?tja~Q7#)p|&
znsMhKau>P3;X&)`&OT1r{Bp|#-N_iDC|_SZ!w!LD+{o`Y-8aiQs=(x;nlxg*S8>-I
zA7v~5=%Zfj<i@w6lhL`=ceg(S%PF5P-MW_*Au+tbv)N#<TZbc!OnPi$QnIvUf_{Eq
zaz6tK@0EyJN~zp?!f{y;8cDEGH>~gFM?c#)LspdQkz8sVN$1Ep8&M3|mCN2SLkhKA
z^S(8}D@fl&?{w*Io0pUDCVbpuQR{GfE1gt`2w3V*wgj68DO}LskA@H|I(Wv$n6l{{
zp0tEqK7QFw7%${fXL~uDur|l#{><hj1hvfZ0F3v_@DL`MpELW)+I#kI%xc$LNSnV`
z_p>%sVKZ2_4_0#XK)EeMjhs^jytF9pItOL;|Krr0GA|hsP{xgL8{;-$jrkh%{R8tH
zV!UT7LR1`she{BLuL1n~qEquk_~?QJA_BGw3rs$o#ocCD^;9alJLm>8ErT~DFR<Z6
zqpGzVmMu>b+qN1~O5+YhE+i!-!InQ5-t(Oxopx^``mAra^NTJ@v6x4^-i5ugY-@JK
zdN-KPe|z@QvRO=;-|IVr%Z%$!^Q+97cJoBV#1i>AvvgG`2j-&sgrR`~A8a)3cD?sq
z_v6vWuRF4!-tZ>$#Ot;tXNL7<3s(He`>;4sH{CG%pIQN!$bd`<nwpbWN$l%JNXN3?
zsC(G1%UNi~ig}yEWhTdN>aVHf2v!P33LdAU-}hvvD(tXksqFTp@n4kkMJ#)Iwy~nI
zYDe{qVer6scsn1%9fMnXaj~F$12UM~LWthvsy~wuBd`PQmOT;oI&P;uvn;8?xGpCo
zCpElo+FT*nUw`w_^Y1Xrc2*&uO9fITbCn_dqbI4m<+Ax|R+#0NPMd)|lMU__W>_^h
z8fg3@oFvKU!c?<gK@2xZvD-p*p8C00X`<H_uU)?MDI$cC1=dx(7Pk919d0hrSKh=Q
z(_VtrD*HHI7h`5yX66kfohQsj0=&FKyW{Z=16lB;;o>;ltMJOey%l*Gf%ZYyCbTg|
zFdd#I{mXV*WH8|*+^A2&WHqFO%seRl{dnccH>TZ6lCuT|^^SwhKw89GsiQG9tB{l!
zT$!WrLVld+iY@i2r_iU!tvO0Q6UCR#*qg6Z@|sIyh>ybIDfCWGND*$t-cnVtYRBrB
z-Q=O>(ojXjf;YGmIp+!8jze>nY`l%Ro8qD>&qQKBFEYW-PH@nuWFf9IjnLPuKij=U
zZX}4#EL=+o+pbSVpXd?utoCv0r=AD*>HAt-_d&&}RD%pn@UQxHjNQqhrsQG^6xdg}
zsesd1T5ThNN%`iNErJ78-_uella9xO!Rp!r0cZI~YezLVHSV{=c-wC<xo_RRPVba%
z-TRV!M<U=TD}XbO?7SB%SGcXL>_vv${Z`NKrD3+|N`1k!)#|Et0?g)y|L6NJ-Dm>U
z#jeLklohA<Y7D!LxTL4<fI%jCxY5Kr$`1U{Fn&CP+=L}H-Jwu;yhg2{nX}@j3bPue
z)+EBU?thfth)2Aw(hFeH<&1N<ka7<oEp3m+V%aIrSYVI$)r8Nf=+2Uf-emIczUeex
zt)o9o_wf^5GJo5XD7Muq=aZXGV|vA6P9}-`w#mm*Tda3hCrMjZpqDg>e{&7bU(o#`
zE07k)e){67#j27WEsGSt14%0^STEU7=O6_bo*hM}kaBlkB)P|QrCGjd&X|sCB(^UK
zJIsnML(3?74AO|$(BR!CV;BKiMk{Q>gt~3CSXr|}c2U2V90}Awr*q*-D1$nxw=3tR
z&COx*`<_dMqmrk!=Wg@z-h+}u($(PfZF;Vzl_v+k9WpAcI>bzxedAmd!((Afh2FS|
z4jF74J+(OW2e=S=5T(FvzgeTM-Mp>))pJu#Syi3JPb@?&=e-50RziRURT;RhG2{?m
zSXPW1yBhO?q*d>go7w$E8_I?@UB{v{L(m&>mWS}MDnp)=ay!Jr5qJhU>S;Lqqws(6
zk&N|xW9dMTZ^isKUEP}v?Suz$zry`646`FJkvqUtR5|UIWMxvK75E({xm~25HSRMj
z-52G@)_Ip%9J4s5O}AW-y(>t#uInv!T*M5^8a1N79sHlfj$KgKV;r+Yg%?mUG=<3=
z9rFO_oXFo+Q!;s?GkRg5=fJt+Dgym&D=a@ysY5tGn$+&kn;NSxU*?id$fv`q%q5@y
zSYC?9@-gmmWPIP6jKsUSUA{L07~h|pFyce-#58{=I%9H{;pD_b;K#wvPNT~cT!L9P
zVbY6et}io-Hk=Q<#lL`2yXNw{dN~`-_7gtP&XsBbrNJGj6p!0aEMxz!Lr?Sdi`a5i
za)pva0L$vmx2ulOoR_)iF{3`AwEpxHmYSXM1(h+LDOqX(qA;y8(dYuOY@Iq5>X862
z$o0;!$PkS5*S9j><pM@xDqlVeMeemWt1@jBX&p)IilmkzN<@{$I|`>XRy7#a#|I6@
z8a#_}!j_UNhK)N*#ap75O0wwOeFfm^ZQkB@6qhY)*KuvC+R8wCevcgO3)a_u?VD3!
zonF?MX5@Bq>;CJfl`~0I%V~yIh4-hOg5>f|O5{7#tTt1A&QEA~LbD?d^vnB3Y%GKv
zGx~}v^itNv-Yn{cNzX7iNe%d0<u#R7eA`Mg>I*^M)Q7hh_pOaP{`7DhDszedClwE&
zZoj=bg~8986ntwcI%Rz0nb?n<1v4`lBXnM>1;CLT0imI|<J4eeVeK<i-eg|~vwyd)
z>vx(Yv7LM9=Pjyfr@n7*PbJx-E={W|iz}4vYQXcAWZf;VUr%KI#DAi^r+s8Z!^2{Q
zy4F(jS*Z4t=4a8Tc80!#8UGwJ&&71efOLR7tFIAz-`=i{k5BgP+j+}BgMiZuy^c#}
zH(cKF^DA@gWn<eL3$5sLXm>Qv&A9#gJ6qs(n0=g<!NC)6RMLaF;W9l}v<Po0Y49|1
zT&3vP&V#)Jx5!2MjStGoKbatw`}B7QRk-9rl{mfKq(Cxko>vjAM;py1VwM7OEwVC)
ze&+%FaQ95Z{nrFi)-npO{5^HoPaelVedQ0He2b`ehtl=@oZ81#rpub~S9Im&(*oJc
z!={d~d%#-(WP3~T;%dgI`6-BU!I1lKErB0D$T}}(_WMm4%j!yA!4E}%&JeJre{AI2
zl_amIP$(QCDl_9=p6r^4oOp7I+%au>@>Wg`T2BltyLE)pd3Q6|)q9@q4Y7ryMq+uR
zUT7$T2oCO{1F%?8(cQeRm%qD3b}_#Vr4a9_$9iDAotBx#G}ph!Lm7UW0~o*^d4VKK
z-Rg#%r2++yGRu~F#~170U){p3k9wV|Y@DhHsQRh`A^P8d{8Tn0_-;t_8x8@CR~eCC
zAvu-GSbPT8;LkMgDJ-oa3y3W^iW4s79o)FKpz^uu5Lb6t_(=(Qo4-HwV-;vlZcfhQ
z^M@X2+w_whpWV^#fN9bBKp#W;F0>Oi$~GI<;1ij+??p>H@8}49A4<MO2oNsQ6M(!N
z9jV8=OJQ`kkbM#NWUnO+&idv=#%Z|`khk1g0m>RynUSWu@I_5t=4it1NNMTiA}oD|
z<JI>(%_{PM>H<@&J9rW^Zo69VofW(@hvSla!iEt2_K`k*M`jxauEj*d7z_a4RTKgf
zKp!CV{&Kc<Ks`gCGCA?s!stTB7>`cPxBe2c50?ktHL7PNw^-Qqexut;LESZ3_|TDx
zx$^3ReGKZdWWc6nPgT_T9%<Br$-ZwJ=GBWes)jx%J&!0Ehqz}`o{5hy{N&^EV2KhF
z$H@G2%|9CGC62wa;u)t9=Av%rT)v>$)4qBHj<{AYO#`{i_!l9xDw8v-P|&uMvq)ZG
zMR==tfnEf*S5dmpp1i{P^z*)80NA;E)r!NgVS5lOxjS+SfbEQ%*14}nnF{$WmL<|9
z*cdi$Q4pvO4-F-Q>jaL)zO2!GsCnv4o`kiw829Sg&ubjv*KUW431DQL+0I+Ud<`B@
z2+*=<D_2`C!JjkXns$cZ*wcJ?OuH3A(F<IWV&wvV7=tB@{IUu;tx7VpBfEIixw28k
z;LUD0IhV<L9asQRP3y0tA+#7Q_IUGapuhN(@7@E}-Qp=iD>pBalCj#P86e2@^sCxn
zjIM<RBj)I}vrfQbe7>Bi$l?2eMx-_Rt@J(Hwa>wGW*11wz>>mX27N*l`zkoOG-MNI
zkb|!t2V31;gBm5-q4U=D!^OozO+F#y6!@;h(N#+(h@zCd8mtjDYY^a|1L&<;ou^MT
z6sabmWsPFfFy0M+de&>WucT$QIOHPTTeW?CDd?5P#SAri6+b)rJ5Qb$w8I!97rzGU
zh30c-8BWrG??R?-3qtXy_1`8BNIK(4AHQrVc;9Q><Xss4T?j`~k$RHfDu+RNzvQ$N
zX$2VHPRpeHT=6Gcxt@4H0PaAvyh8EWo?=@eDc!}c_7@M{&sZKhjUk6&WUddk!W-ee
zbx}(jtw*<H)AxS$*?>Wu1SJWIoOX|z;hLpQ5*eth!uVUh+^BV$Bc_j`0HfK-`vv8#
zi$~#;Vk$2O{7h>22j_cChf(k+I!7N2Gz`ke6X^CzO6D*^%b=N^N?+2%MeC{VHaU$;
zgH}f~5u$K^7AtBFlX~9vr4l>V$}+bxX2SJYm)Sw7=T>{|Si|y@Epy->m}AssPF{rc
zN_d;2pF=u1FwZQ6S+8b;nCRlq_MzLix^?k^wD7EfQ9>D7i?t|-?NpC;Vcj+-a161d
z(%W-Wi}f0UQ#pTmLpooYRQzi%6F&?U=^?=9ov*xXwaoBSWj}--%CNe(ij8R}6;Bc`
z_Y?P#aH-p!uCeW|8$fYOMvSf-v)8k7Pmq>*4g?G^>A+A_({5uyFS#MF-~YvEiaJ+>
z!+D7D%SnP-igesehIF?bij8BKX^B~1?;jUnm4m;t*<9~jY{cC74xbgmVVl>=+<HCr
zeshz6Fh}d?-~)p$Pt4^k>29^?D;8!SNN6To@jC>+h*l#V!2f2~9xeaCZZ}@G<C2gH
zg<xJN;j6x}|9(sg3F#6c^c096sfX^RfV_L&EcW~s%7iw(GOR^g4ByC3mKHOnwov|+
zm8<TD$FqRU;2^1^<h*L2Bvs0K!lzlc<pgNnb7sVpWPD$vNcp~&H7tHjDB6l<dw&sz
zjo<pDni|&&;j~cB(W#}d#G4Z~o(JNX#1FLRTD<>#uvd9O*>S#l_Kx8`e)&_-ccHi;
z-X7n8^@p1QjG7nO-@e%BIo4<DZ%zhIz&g0!!MA|nw0gncc}x#l%<lKp7Ip3Q^?QyA
zVUF)Y)%5U&5F0{#Y4r${4g!3ur>P13<|?2N@Wr`-k?fcgxnFJ5{B>_O)sb4{svfcb
zHs8M^<`?n%Y|{@kh@Xm%*l$K|ljR;3$hC)yc)A$^`9~{tkSoP*HP&u5iNVRa#3yC9
zvMl=n_vgvj8_S}v`>F5)hx6TYD-&Wy1oUd-T9Vy#pO?%eqi%i?3Iij1SobrK8#W2=
zTh0vX6^1_2qM%}(=JL0rWJghQkL`sZ+ripEteL7GfERS6lS7g)Oa?No9^GI4jRfyc
zGXAu6uD=P!kiOl|9J)QrRa>a4hf3vG4c|cf52h*?!@(8b`)};1IRh0VF#c9{ZNGxI
zvLZ(NDyM2nK`RHpI57y}FI>J|&2i<(7<<Kw*#8$Xi2ai^z*Goe;Z54ih84a47cj-a
z4{Pk!5|8qEh({k@Fc%lpH4dxGY46$pNxygN###G_j%it!?-nxe<OJ5Yr<G5_ey9YZ
z2>YP|PJ4;<`g9C#GtqnrqfQ;>?bJ46D>_$Irt_Hg)fePLp5o&IX=qRC=8|DiEiUnz
zA@MhtF(+<)Uu1oh6_JY^44wB+@$typ(uL`>4W2Q0yq4ta{Zif%a<wQ%f!>eTKeDf%
zHUqAyy-unR_Fp6>gu_=~-}Ks@yJAo<l?hL%DQyD(7n+5%$}+R#1;a5gnabUTDrfzK
zPj2AOG~C0Fa8Z{40swjXm$t(92(Zar97B2*k0E)5!GR!Y0PZt+Z#_x6hZ9BTf{*tN
z&ZJQeQ*ZE)fy3=D{Y%&n{HgeRVav%6BDaehuL&Eg;u|<(KYm6?1(^Tsv#Ed2H&;)f
z&i~yFyqJSE5n5q;lk3Gr4q*gF@C}%b^<V4`K7Y#lZ+HF{K;Q=rZr#frJ$d#LHY6G|
z-#*48wFaAR(nc~7jwrVapbGL)zSfiB8$Hc*kAcYK1FeG)*53E^w3?$;PZW|3ESPr9
zMA{fc59Elni51`S7aBvN74w065lD=TO**^1G{-}P3GL!1)5yWQHQhr{kJJ~al$0w;
zqViud=V<X{;mJ(@=9Ps9WPMRp+OH>YO*?5POm#Qz*=D_a-@$v&*0S;l#8+Is9#_-Y
z9n&{z(LT%4N21XVnE`RvRzwWIOVT9uE+aEMA{EW1<sGmvvPX@*f@1>n5xLO!Bsc3E
zQBCre!oN6I_n{3nBJZ>HF+`U<>q}082GLE=J9JBS_{t_qBjz^4&p}fDI%(m5L|Yj6
z^cYr~#(gHFsKStd3;>z*r1tik=o^qG8%p4sIRo36Um@2SaTRdCci;)$qZVujsG@%T
znq0WM8M4D7W{K$Q#qISxwg*UTcjEM7g4JOnKhLu9`S1#b0E>b7wy};Lt7QpdMz^@X
zXQOj6D*>mgPE(A&g0rN=A8t${qK!r)e0u~%FRvnk&!^RG8GNI)yyVV2$Dna(x-zPs
z^?a<p>#%O5{FnaOageUhzHl{l{##`}`qUYO#xcJW3D}+RI9tk!iXHX!zIiJURlH`r
zcKtOe#NQJ%hL}1=%g`Ji4A|*JOesPPO74G0ZsxL_*l4AnI8gaWm5P3#iV3m2KumUp
zNX~|XK+RfnG{Ypq4ODBH2|&gg6>F&w?jNVr3ZibiaF6Df;((-lrC;<laC40j5efd}
zh&?`*n%u3QgRNHe6=r4*z$A>j!uW#<r?@8~uGF>u@2_gPO7$!#=t5fq*el2I$o)o9
z(bOz1Z9pNCnB%8mA*rCscwEbM$o0T=6dvZkY-4(~t>_OF&4Agna0ATvRsRxeYC04p
zzlmZ9%#j$<l3tRjgcAMAC++P%)cNO2(yN7WCbyHHd0q1FR?aCo-Vz$!;Jz&2xY5t_
z7#VmKHx~Tj8Ge67uzv{gtr(dL2cBal*o>^NZ~FGA+?i>FY8jj^Z72Yb#XBhiEGM0<
z5;>2`^0pei8sudZ!Hq+(B|nuN=~cc);M?_C-^b_uBlR%gBCS(i*WYbN4-ZK8p(26X
zhZNGdsH!eMT{ig|q1Nu&%tlDzc}yRf1+g?F1Ef1QBtI}EF;Ezn1&@GJe~s8sD4`0C
znOA1wo(R^krsf#K<DSyRdr>d5o40Y$ybIH%n3mJYt0wGV5l#OqII-1IUCY2rtrHhX
zR=thNQg>f^3rtBuAZPM~a7j*Q#X<$&g+VJH0{BC84y_MKyfFpI#@e>i1OxJ@qK)|(
ztTM{bn`>`E()UBJ<dFqXNavM8-{*C`r3m?Oc@=+vjq~0KF&x~&^0yTNcLllSRkkit
zE|!)xnWa4rj)8C=w`+0;PR%?M=2RpK|4-tmQwlhHaOz*7OPZ#`Mf#aIVgK+L0w{n$
zbOc7r0Xle%D7a<rp(XLq(0r?;+Sy4EN_E;5mVy7Ihwx(kpoUZFYv^gU?b%w=0~h6q
zWm0Y~nky{C{@p5sYs6n1gd@~I`9hvLMEKqKV*p<ogg}o;^oMXA7pX?=qE<eihYt_;
zy{@*^bZWHq{^_Ssc@tTCvw#$>;C3^K|D0NK|JR3k>T*mlUcTWU`kA$uZ{&hEB`;pj
zo-N8xf{vdL3n6BBFYOYFvb{4fe>IQTe}5C|fj@2Qh4<OC<eK)b0^MVxLSqv~z;D}{
z0|$+7)Tj+Q&*TD8UNPiYfJFmIa;-H}#jypCyo0x9CHhe9D4t11P!C0ShdH}{>HFQa
z0At0lpPmEr9hTJcCVf0CA=a#dZ|LtDH<<YyqaUE=mlWfs%1R?kBMpFoH6^|b085R9
z(veIIW@N9jlzTh4d}hY=E>SRsKLlU~VDbljF>sjehlgKetnl~-dKCes0Sg1QP6Z6$
z&wY{&64ntBnm@Y2PTE$U)d=<YQda^y6TpI-3D!$=$MW_l1nokycRcbXv_M=KR-5nB
zZQpE{sftn{k~=2S1X~^<yg2^Rmnr3)(C>2m)ZFvnnP#$kAn;->^nfeb^57cGn|+5%
za+hUy0V&Upbp8QxAa!`>7L>?;LFUi)9);c}Mg#qP|K0dnSl)hP6D;dIm^-BQCE#*8
z7DnWxUI|Gp>_vw9g7xQqXfx&5>uRfipQ5FgEw%TPmA>J9G*G)KQq?#005@WF#M996
zS^wkV95?$?6qcRle>s^OZ>p#F8+Eg$m&36C2fp}Tzm}c&&FTKYwPtKQn7ov^@K5%n
z4-3s}^+;)rMR9Oi8jWO~(mz%tH<9kMt7XeWF^b5e(p2fv|G<s(5duH+^8d%r92e!;
z6o-cXAtVBUEfe&e81P!F6A-oS?IW-;f;Mu^r9k@j7hz;^{k6UY&t4)GIQ`tOZn)7C
z`cZI4`;WU0^mhPgnK8}P&EKzXWycq4?ngZvWe70P7J~+6KVA7s>hgPG0k>AKiUV`W
z6e@=S7J+B(LQtfk9flYr#C}xshrblK|2l=x=UbnYdRQoV0TL77%Io0cEQ)N;lfA{F
z0}6vgLPGU69=rgcv*q}>zYLBa$8rr~2ABdcsXIWtZ+gn)<(n}VApT^&l;nq1{MMf^
zh_LM%ZxtMB*}VS`?MK%#fjiyW^7@Hggl`6HZx9Z|>3tx2YY~fj^{_1U!4k<-KREI}
z3xQq0j~R$Rso0B=lHJuu8u;`n;QX?5^Q#ZL%zx}8Pj~mD;KQznyY~9gSw-NpL2g-D
zZG0cZ=gxvd%UZw-MB@6jq}h=hLe~z>ZHbOvBZcs9cDgh3ISyq?bE>oyEyd28vzNO|
zg^Ssw(je3=k*@hd%ZYf55FG&$qBV=o3?|Zbqwt)ypxvrnIHt;Z7gp5PBxZtu*()`m
zJRI|7CtTn0H?G)AANLy*c=T9-0FeH2cUpbP;M6V2V`8Xu^jdhqxMPk{(T1!iaU?4n
z&(hdnwOFa=pz)zXN3W%<{NsSp=_zexrCQyyicnn&XE3>6IBJB1SL`AqJ46D9$Uf0I
zwzl^y^*2=!&>qXbG{XncaJyy~N*<H4><GeR;UB532-FJqSI)U?0ph189VOU`-6-2`
zd!T2-U;gJ9-9<s20wIHbp>EL4H6g--QjUVcgA6kUWoD@`bcE_+!xlUGJi7NW$l&Lx
z|Dnx?Sb`L(&@#N_q*1aD_d?vN^UkjSv;8z(20@c@K@3VST)C*LhhgR$n;>#33?_?_
zJd&<iXd6TGUc%X2Dy*_Sb3U~Ba+`9xES}KzJ>>#-U@jpKmE`qU{sk^_OIKv@#i9P+
z^z>bx2pR!Ol7ssjIq6j{Vo)4^d~JVA_im@=`-?mMlvY&O16s5`6zYgd3BSTeyr}<J
zuz@5~@jBB|7?OXg@#_{1l;m|!S4MhrV^$9*EFp1s5v^?AXAU@DaDw2!$sP#~6Mvxr
zLVtkxzrIfMD*PUulQvNt0J^ancKuE@Dgq7<VV8oj8S>JwIdE6rQLr1{Lbd@g!wKb7
z6<@gG-%S+~c<$sHSGYk~`jV3S!<@=Y?Br!KxkI$SFO&?QQZoNHsDzvaV=7{t|E9HD
zN|&yly+LrqT)qz60zcs70r6)#;nun;c_dYnb>RkXo>bt{L}k5m(}5cF<<B|PSreM}
z5=bU}_W-^s=OjgmD0qM<)+~r8<^YUeXYUu(SMw}ESBnv9;R86iS~`+PEn!h|`A}`S
zfl8YT<^JWW{-1e}OK9o%d-2gqK%#-)z8L_lUpbR?GIl#{=Go_SO2B19?uQLO7cwyt
z9F+7H9OS)~s0MXz_kRs46g6p_Su?kK{WSJY=3q`WP)GC)Mp_ohCglu4ooJ!7m(Qd)
zTh-j=8rfYUI$1I08KP2l)K|yKXrT1Cv}7R;rhLe=oW~g_O*@hX(Sn00rC#`hz@hJb
z)CHNDPYw<|31-mlUu_h=Az*6}6@S|TyGTL?ia=)?jX1wrD+CfV#5nsLxexprkHTJ{
zmnoG!*}T4rL<1^S_=o0VU)RfL!V6cPeTctGd9~d{)&EN2WfzFxM+<qP@WkiwX{kuN
z?_R6b>b8X74B0Y%hj1eNfA<R}P0F&krl_w58#a9T@{*^cNL@wTo5d0Io9jFi(n3hD
zSCt)dVq<V@Z_;6n?!80Qf~d#ZEA;PulZKxy;QN4!?P1Gbk^(j+<io}6Roc_Z!~3Hq
zGv+6U?!$)DC4%?}(Vx3%iwc~M!y#W8g)eS}bm|uy1PtYt48a)v%SO(JR+LVb_tmUj
zak?|;RbvG}lcaZtq9gsc*Qguq<I+N7Pf>zgAAkIKwA26IcIoV-IUhFV*$P|CtWW0W
zU0r$m#R%&>vd~efT2dDh$tiwgY)5d^Ib;Ac7;t6tkK{eO=`NICNu^~3k7VEwQ-4`;
z+8di{Eg9zw!ss;li~Hq(<RI9h%?_L$WL<iI2&B+4J_Go1b6$`fH|A0D_8&N`N2llo
z)1_!!*CT_-iIIJZupfX9Xg(GklRPqN_|p2CDApf4hP2NmVY{!0$8-i|R5&C$Fo~ZR
z@lLTrd^y&RTF}JLBPnjh6LT_=LVx#{8cD|rNPlX9RDkJ(x()Pp``4@hjyOs+t{SDK
ze;D{KGpvY+t%+7(>I!d|bjDCc&To&^W&0W-dkNyQ$bSd-bsdHnEkY0KA1oTyU&2)3
z1L^6IYveFyx^Pi}soqc+;Av<4Qi%MW72oc9es|XhzZawxE{G@>H1|7Euk+oj$BMen
z79aNLlYqO5;JR=&agoTXr!tDijV+bI?Y(YipOc+X8oZD}-Tm&f-#1GV7RS`KxDam4
z?=-5}UJLw}H+uQcze*AOy@be`RD9Nf{#Yb9c*y9@%cOQIBcQHGP8{lv(=EE>Bm@P3
z)t~2GZX5Y#9T>G6oCNPn*cn1acoKi}50GetmZWP&>3)yA*I7Enb}Kc|8J!1@3;9=N
zqfhXK|1+ZS`}@DwFIK$G$0v&KhoA=r?2cp??@Bv}PYSO+Z#<Y+K>r4BU(a<}7rwji
z{x{q5Z->BtA2O5CRQd!FO8&1uR;w_$alz}?&&r*7Qwq_8Nb%v35o;7MYyKa$ry4aV
znoX?;Hka=2V<8;kzTJ!2AcKLYJs2;|vpwu#mq@z$o7eb{jB~-g_t21$uiswEsqFJr
zDmFAs<OlR9hx258H9GX;$N%ekAeY;yi+u+ow41Uy#V7Nln$7cQs79dV38nbVm_L1J
zD0vbzibcYR<|a!vpRb7Gdc#&~CLS(;?K8!HkOm|fWT$RBjRTFMU_n#Gle6R52dv`1
zc~gD+D8>qPy?qYHx8Qqqs`ee9-SfJ@J%-H0SegRKg8OK09GlOt7mWuP1<jQGqNQbK
zN<DCMqZ5Fz6lpPM1Ndja8leC13F6O5*d*5S)5YyNSRVjM=Eaht63qMco?)xAQxosK
zrK07?No|tt(E*q-{=0)E`o%;ir`2=!+~&n4w@QNG9lz$P<|4-v`6(dL{F<>u0CQhO
z*LVQgZH>y&YGoy15La^&dY6*xYE=-Bm+a(qsf9_HpO$=i?=A>cF$rgp7=aOZ=QqyZ
zwVMkTv{*Ic-`-2AvdhhD+6j<3v8d~nc&Xj!wv~9>5!>#%CO_#h)CoN*$SmaT(LbF2
z9EB<BI8B{1+iR8e!$bzTKY23#^_m{-C{Gs_+&wV!+K8Fw+m(~=-^^CWlKIa;-pq~h
zQ4eIb)osH4%7$MQqP1mR9;Z)Mi$fo^GkeZ*pl@(cb+Dkd&jS_S-I|6Hyc+L$JX=9l
z)|-ceo!p1TO-)~326QSNczQ~{TsJFSV6W8{h>&{a&%{(&$7dHu*K1ZNqlil6|Mp~f
z9sy{CEa!0&&G=bn!Vc_v>>XG$STx<;owEfC%?Qn;vte@D_-hXFQ=><oeLwU$0d-mu
z8_R{xmDBO{O`~F|4zoSl8Ew?qqAw)?@izg4SpRa{{wB9Ze6$!Xy%rXE)Jrhu0J46a
z1?+D)`$nf1oHD}ebSog~5JUfif*6MTsR(yzBc+{RP=*>}P!ViW$0PUj6D17F3I|7Q
z%`rZz$C7JR@l6~5tlghwr~)%hUihfI+jF=hIh$xZoLR2tC%qkwOrwMdS{-Yu0+p3j
zk9n<$K*RAzXC|LooQ^+oc_6!y?ahV;D1433dT=5S^*xZ6{53NP+kV>!2mdtVgIFG8
zDiCb7jT10N-kq;u=Ju;=50<`C?21D}vkwDRB2ceTYt2qMKtrt=9~aYZK6lo~i773{
ze8kEWlZmtBT176|qEh}joNGKAj0xH{Xr6*<#J{_?h_2TVF;B;*DIoqfS$-sRe|t9=
zuOxR5aP+GUz$JIdg_ck{VORxxO60|l6<vBwOCIz|J$0FWlczP6uiXvd=JMW;(T2;n
z`H~?JrKOtQK%Q|3UnwAol+uanO)smr=>vHVz{<r2wyV(6=hrw2&xqr@N|e-_Pff?K
z61AjP<)wFq=*LhWwZi2-GchM`FJ`CXRw{ReppTRQp(A-RBJZ`5?uKvk!3&HwYX49E
z_V{LpwU7Um(K1Kl$HiDZLX?xiC`r%(5iVn-#I*Tg>Vqm^DW!IY2SpFZlPkBse9e`#
z+J`iX?B4lU<!FT}DS2!@UC<|U^bi{*b0-rlp>r;Z@6~!|s>dKJ30uK3C`GCFSj@O0
z?afpSm}l8ypy(vyRFMODw83FR)+`{DmOeXv3WW{KIZQWIQOPz$QOUeEtg??g6<>e|
zPllZxKT>6H3^J+uvloR-gDLraG(Sktl68+Zp*^TK__naVcV_Cga2LBx(r57Sq4S$2
z^vIAk3J;`zF`UwZQ~urjONNK8H=guZp8T%rLpGsQ;@K-|PG9xL+`io@4mB}2SWw@B
zeckj<;^(%YUzL!f@HH;mGV_MI#K#x=<wxeJgQdVd03q|(f-_z5oJByu0h6dhuu23|
z7A3RTGNPtw7>;eu=t-`=-OQm~zcy%`Dp{isgvi60J|TZj$9EbFD;|E#WOAA?%6|Nt
zE<nLl&)7KoM?akt0%6Fpk?z-_rsFH02GU-%`|IAmu;nSUlikIv)AJ~>?2fa_^d;hr
zM^;vGY~Cww(wqALCx-9}2xPcvO{h~#i>uS8OLoH~Hd;V75xz<(V7HOMb~v661`7|O
zNE{Rzoa4o~)?-Z0x^BWJBE?;S?LL+J4_VZbRT1OC*>}-&nfcxv`U2`GqHj1CY6_LM
zOrRRI;z2)uj<8KT(Lt}tPQn-;Ccf&IH$hhDaGQHQT>mG&*woawg#rR8zH7RqH};9j
z%|DKc)ug!LP5F;567|@nB_=SZo+QH96cNGffPCYb%f!Td;~}s~<kftb-Ul9fNA7Lp
z7uBy_qAP~hU!|p0rY08vf(nZHvO!Z9pW^z{?NUki7un|Q;&LQx<zYnUh$1>Q1RD0!
z`NJz@PETgBLEHKVAJOn#GVg)R`>kMx2{UZCr<pj^@5AntqbmA0gS_g%3I^{T-qf44
z?k)c<GkEx4ismF^fJUTIHR8~VSM}=Z45%CSa`PJZas&6K<oC>9mmKaaz5xAPY_ItD
zm{U#f!;_6X_OGo6Z~fU=U6E9N^Tr@A!<Xba8{z<MsnI<LAuS%&$v-}Gk3D}GYGKjj
zwa2f!KJ`3pZ9LoC8>pnsg4m~2W0CGoRcXFn)p=Sca`=Qxq@)A2cHjBIpN08N{n=3|
z05xENxSyY?D(ZA|C?EAFg+SrT9J~lwJKm~4?2yhca?7vI>k`VVr8VE{wDECY&kC4E
z5WL=-_honRpqj85-N9QT<Q(1-rTCh$4^nD3WS?}%7W98IY4q7jMAcXlpKAxJ9A|37
zEZTrRVMD3BKuw!PL_z(wB5E;0{JD$?8N}ajXjl}~&1@usDxIazT~tHwsZ$C;&M_aY
z<@Z?jtl<mH*x%7@fgj7}Q*W(7-(JogxLz7Hf1I<VS(T?QPn72ETDs=FVI?iR+MPlr
z$OW8>k2gSA9|`H5f4w!K!Otpw<(m(=@hF5R&UOql!*K7*9KNw?J9KERZXe{3N66yj
z2&M;_Qto?lGvIbjfojwW&TOn0`as&Xo3s&S9pZelXobgdGtBzKRk!bSmqe3A^F4Y*
z4j+9^vPA87{|PqAQ@&5?C>IwCF=X>vq)GLd5=1}0{wo%}hn`N`{{~|WMzf#&DYfY{
z&O2I@(7(|Z0Lo=_ie4P)Ak1{16AZr7e?dB<<J#A$UTYHrU`LCoK1bNpwE1ACtZcDG
zy*rk^xwt<!XgwE$*guDadA&GXkldU2<vWAS%hPI;0XZKFX#J8)v!tHi;Vgyp&T0)f
z6(9?ln3(i+X3NfO&)b!%?(HU>j?|fawr*^XNH5I0=@r)6TvSwT*BaO}=GxKyhP&|n
z9xhjazNEkXaRg3hMgb_ZN}JXsfCSTV5Ycf<K;Rkb`W%2}n(<)P4dQ(xP$qQxmlY@6
z^cKs_*qyONt?;IugDAdxO9FkktRq{8Zy8WgN1cFPnP=LxwEeWVCPAZi%J%&F&$W8r
zsM3bR5s%bOJ@r0%XyGPJv6m**<C{(*Wy~rD@ihSqhWgOrS%V7zv+7t9k`+>M@$~(R
zj()jQ^)6-09StC7-?Z~fw-Ww?*E^A)o7XU<s`>PAQ5AI6OT)uel6zk}VB0a?i(j{P
zMWB%`FG@!pP{cX%3tCP{ASfl^O0~Z<A>ktWHGqvIC*P+Foo;A;Sr}P2_YivaZCrA%
zMS5odu~7JCy6MM4>Q;p3>dpnp`2^pG&DlqO3gK;R`o9sIN2~c(Ub{oMvW6^WJkAD>
zpa6I$TG}g?O72B2olVYqwkZ`gyOSQaP@f$)V#c59E)5lOsw@K?z$}is^lO<ktkB;z
zXBCE$a~T1XVyiDzv|M`dG4lSMO4%u$%-RJ0@zK)0H7Igse3*daqm}++g`XwkPu4%s
zXDDM-tEW17`r)SZS*8kmefkuu_a~K0WBL#0=V#vXq#Y~dM>553%joN$QVLzXKIy%0
zF;)kCoZlp+n~4Bwd&sZSq$J5ICtZ9^i7SKWACA>#KW#iP2Vlvj>C`3{pQ}4Q?moMM
zVHS{4YCb!90LqZwr^h?>KR4{@H(zHde0v_1%-<0oN`4?|SG_!5ACAX<8<bOQcr|8=
z*q7bxWN46>ma8;YQucr4Qs5(hy(5bO$<;BS<QC?@&8^4dJOqwSt9Eu!xc#4!)={Y}
z3m?<`f{NH`n?|c>mRXJt)j)RM7^tdLB?V0H9J^P!k7T|F@$$!QvoqYcgkzb)K~#oZ
zR1`y|Vp>|Jh?%Fd0E=J4AIdyC^)oMz%H<+H{;2x`V+l0*2U<rTun#7qU^gKgTTX=t
z4^}ZU_j*vEVb``w))PTUxcVYR-dYm}O^&TdZhuEaZp|h#v$#8kRcx5x^<GG3;L%U_
z^F3f^$S9b6+i5BGT;cXCg*om64T%a1b#<jrbDi*yJp^}m)wIVLpHxSaU-{%>fvw4E
zwHr^B{p2Gz`qH5m87LI-@Z(IhYfq_SB@fDk#wiW`dY>i#$hlV|DE-rER&lAfmfz9V
zE%@ryaBrWNN6WM(bH}1LmsyH8-W>TH)xslBE{QJ?Z7z=2YxFhW!xF;!*uTbRzl>32
z{u}FU7?YccRpY`ufxS!kv+4mBlV2N8=I74$`E&AWa(6apOwTkwS&O06d}mx@_9>8>
zNxfCbuh?j`vvOv)tt4SPR-%W_^iazg>N`CduLfP|kq%bOX?w-B8IviJHn0d706)q7
zXWVcl@@p#Oj4HE0q>7A!JLhyj{8x~0$HsU3D4quwNVx;Zv%&3+O78H-as^PPDg-z$
zjJ=QC^^9Tbm`f_A9$s8d!}68A$-csU*w)ClF=n{+X?Z?53dZ90zv?vVWq3}9b41++
z2UKQLS=x8O-W9Q>lT&U{;tv#Z*{L+R3j1Y@%iu6pw#@s?EA&UTK!mqX&gCp0tsIDD
z$+N5-$w8|YzEsKTfiZY8Au{K9_-b$04sR7^uF5OnUlUix*RciEU~PGsBi8_}+AaIZ
z{h<e_*-oGB-5%TaOM>$XM*UF^)kF4ep^sKkj<(vnT^}xIU*B0Cc|y(R`GM{Dka_aK
z9v`>p<*USy1ieQ4VsdiJvw|nL&wuzp6LY&wd1{YH?fQ#^M{zE)W_?m3s+Bf(L0QqO
ziQ|J}r0O((+6t}9h@gJ8Bi5w#;#xuC`rUibP)A>KR<A-E^;G`GKlYjjCuC$K3~o2n
zYT=IWariWEwAJ4SADoN@qG+IN1LIG?ci$D^KG~N1jBet<X4E9&u*(hQd}xaLwUO!N
zv0^OwMy@Ymd4iY$%?j)O`0O_z5(?wASQbZt+N0|B-5oy=w5x2d6p|gSmodxi%asWj
zTcTK0H{F%OF#!XsGB68b|A~H3(Fsx*8u3?Xp$swjFqC_t9c?T$z#nb_m`c<_nl9|<
zmw441<>z0IAm6=kzkzISUmER|H@+4c0<*YOzdz)&(^8r4*o8U#fXO#4fmlg#s>)vA
za$(#1T-r2yd1q-<D09aQFYw{g{J`VrusrC+*3CQKgaEN2K}h1?;70)r8c1Srj`+eV
z9lc2hB%N6)oKikJh0k!|KWHv2EYx-7Yx0Sul0_5`<t)e!rQ9fnZIQLYzxGd&6Kfdm
z$m&x+EgRfgw{z{Ym!f|cW+2datP&*!`(%5hZ-})~;%P7E3%Y~>rHAm-WtYW>7@lJD
zj&Ht#!n*oU*Sbe%UVGJ`%TGKpO+I|AQa(=kWZn3DXeMoq3o~~usqVX0XU*?TncB{i
z)iv>~tm==*cNS!$hCUj~WUI1EnBKS%khV%$E4p4xi*nw!$m@Ds@GA7(s)~zuN(o5O
z9{S}|q0`w<A6xND-N&5()u8l~FPw8G6Y9Sue98C&r6sJY-6tyE?~Z#cAk$eVrcSVd
z3XW?dKoyBqZElvo&@f=T$8WMfne+h_2N2)ukoB*4W=1Vo7tCaB5bhC<&$>e(aUdrA
zCq3O36<$(<dKGuN@u$PfYKjZ`z%n7vfCceRYTbO#x}HlCQ8QgBQyux-t=4r4%Quw2
zx0~i(^c@LCfu_WU+}$yw!awn5n4|n~o&4CV-0+bH9C^hQRyiVM;zV-pe7DqA+^X#+
zuOQ@=@*R&%j^H^$AkR<hSlf@2Wb)=|GfJi9?$H#R7-=+p02MzpL>(sCitf1N-<rwy
zh?B=q06DPcxWSJu^`4GYU7j|(Nm|4nV(TiUINPaTJ?^{VJiZVbsk=wziqQO|EB;OC
z!S!|%Th_{6QAX#dO<6i+O)}=xlO8H2y_FZQq?YC`{yo4TtMi>1$4rS#K<W8N`vp)j
zH4*eea*=;EOdQUIq>N*&;lv>M4C*h&2LUs+kXkJQRlyWZJT0y_JJQqk`z%L)<^Wc(
zdEN9V^z*u@{;r@^^#w+D-+f)E@95jKHDi7KVo=7ey{A!?b^J!!x0{r8<CpGjzk}zE
zuVzDT^Qx_PxHY_O)2j?(Jkeu@w4~UbYcIE(`(H(Y3D?grMsM4cb|2dG`Rq*^Py5uU
zcub!(mDbK?<SY|Sc!An;*dk|ruJyW|MVr#zL+d_M0a=ZjsgqB6C(hP`Rn}L%6NDz^
z+be3CN~R~hUYNWeH6x(}as@P$DMtEmmmeLzumIRLeBLsEKz&+~63X2-;ykBI9#2m_
z&+F=x1To-tJXRL#JIAi)%c0G#ec!NI;??>;7lAEd>uxX4iqlMXsPfYM=ss1KoquFt
z2r^X(#+)h-$?0fu2Xj&A*&mOfo4xf8kLE_TIKRB4|2Eh>HM!y{<^8Q5=qDkacPS|&
zTzj-_{iDmdj=O<AdM%Fu_~6P8XRP<nlFHqIDA`hU2fM)T8yAjPkLd%mAhxmbEg$Xx
z%E`dXjpTBV2C1Oqj(e#Oa68mZTh`4m3ZU7fV#Kbv=G5Ip@sBm0&J(SQz<72R2c}@W
z<F%BWNtgJ<hC24@ScS3ftR~Cxl*xnyv>cBLeq?Nh(aBs-z?)SLUC=o`Mn1@E#tDB`
z(T&^gwx!q}Uy$v$IPqRGuSr4le!=8*DO|OY+RFW*O11lD8dO#SzUs%84?5GZ-rZ}z
zAR9I)Yd*-oI*x1i*?oAB81wGER%W{rQJ~rCc}S-WAPq_vP?WS|3s+P=Opl%qs2~cA
zX-`#%C?vhz{^w|#J-@QoS4sEGJyg=eIeB+0#v6ku-aWSJ>4Ib#mP*>zYSqt^vDRv9
ze?;EC2i1DIlBv{8Ov`O=XE&r6<(sFPmzs!iTm9Lpv63><pU_)l_0C@N7$5Dk|C`W=
z#S0tp;BB%p@CxGRxBhnCD+?;jm7jxH5zD0V_>fWX=g~UWZVw9T!@2q1l)o%&mpMs8
zxfmANmP#4dd+b!ZnG2UdX^Pou&2ksS&(4X6Tg3nYXjk=Gcv+K}IhtL%W6OsbSetnI
zjW^RUi2_yXN%)35YGu`92n1-UgX2e~Toy5s+$b_eFIE-gx*@#n_xKXmHYsEj`1p&4
zTkj^FLFJ^;{S-UO+kplXQ!mm)TkO~?qfGn4kdboN8|V&yVQg4|D&q<_+$fx<#Ex3r
zq;HRF+Xze~@x6w<thmhAfLiv=Com~e>=aF~^{R=-x%S7uuU#0Aa0a>*CX-8jVPdj$
z-lT(GzF9vzffYs_PW(JPX<T=h{iu2!soJ1W$y2?U02HZ&2HHx?re=0@fO1w{Rmza%
z9=fZ~LBlW;nKQd*M<{Ksb1L2&11MWbq8Mf6Lcg9F_HhsA;$g=ky=tFAJQFQPMR8Ab
zbBa)>k`qdi?>OdTiyw#4Hng;8Q75okEVuM+{)AHdy{*lQEzP}BXHTSeTa3YIw4*RA
z!S36h=2qz^i@N@jXPWXRLEreo?KXc0-EG)3Fp?a#{bn7XCWw-HRlRVOH@+VwgBhxG
z+xZc~<6svrjQ-7`x*;kJ!Rfh<#wEG;72@Nnf0ZJD%VEs7Jg!U<`)Q4S&al;8Y3_g<
zG>7#J2Z6F;<CS!Q9`vUq$p|LVZ!lhax1M!#j0DeG?pq&J68{Z8P^^H<>Pj2pM)&G*
zMAx}QTK~YsOXYRs=heKw(S6YIp1sg~y7aKwLK;Z??<Z}}J_QS4ZJwtzB!Z}Ac6ly?
z1j*kmdJ8D^2&r9eD+I^`=tnhVimZ9cbMLJd*SJW=L99M`Zv51S5o)emvF)qk8bK@N
z?|+#48p|5$C*o(j=mQlZfMJ&l4VUr+1h+}PK=V@@)HUmhC|R?Tlie=FM)!UfSSF&-
zrML-5@pz4KZ-Zn9+USqj&$ScN($fQe%pMfoY8|cxi4wvxiAa37^LOj?+-fo|^!2Gv
z;OCwjdV#>Qo1GdpA5Ow{ZZBs<@uU?0@i_`jXYJw#LRwHIp)Bo%1f+7=ZxSM}jRNlB
zMkmvc&D)<9Ol!b&A7JJYTDlD@6*;k^6Q>UQSr>Eke9s$qt4CmJ+P_)=wy>dnPu#`T
zazzp_eT07fpk*rj`0~llfFGEyVfjTN0&838JGgNIg5?XHr1h(V#?xoDV1fa#f5+yq
z^8YkCdTZXNQs?9d4t$u3=joP9Ro`7|yWi~&jk0SmPUbrs_4T4%P<L`#;<WoPyxF_L
z;A?i!#~JyN(kjf3j{2L2%no)A!uTXyn*FacM>zw&yLT}O%hYHfEz*pCcSjF!zFAol
z$4OsYgVr+3n#~dHz9ufHe@gx=&ZRG>i0lc0BNi7Hia?153jlXv(v&s$x0OI)jBlmf
zJXtk60@xo=iMKL0(2jqv1?e(hHq=Q&0ytRiZYat`T;`xOlwwPC?nm5kzG(+C&D`sh
zwWk!=o~hvkcqH0Kd``;>BQnR>bsa?FkF{ldOL4-&DtpyVqCVe9BVMmbOzwXPLd~_D
ze_D3;WO)+oT3RcWSwT?Nnw0fcMvekW%6Z5>76U?Wqp5PPk=2U<c$1?Aa9&U8>Rb$F
z3~P)<jiL+bj>hb&RElWoc<!%YY_I_E!9{IS=U}pf|0-L;o`ac;FtX-J`P8z<Pg;Z4
zuVPI&k^+E0ajmh-WP-Yyd2&TkPofR9Tnj0>TlN1@^%Y=IMO)hg28fg*Euj*Mk`e-v
zl2X#rC=F6FLpp#`qBJVq-Gby$3Q8!_%uqu}&(J9`@b3Zd{q8@{qmIMj%sKn)z4lt~
zde^(oXe~6q*2+X5>mTjPt2J*4QqQ)deApgXCgUwot&J6nhNa0(i(OFtuTa#!Br2y>
zUuDYj>TdwgLuV<J!<(_1BZR8$Zzk8spf%3>)@8pWtxXtvo;HBO5><N%0Tm#YK;`@x
zSas5Wjt&o!FB8`!lx*7=A$;lr_<qLM<)Sh`n)8*Tu2mI><lgJ1r<Gc<3QU=;MBA!9
zWYMyLz<*|eb$K&6oOre+?^2j4GX7#qgCEE4jye#{weLUr<TNxSl>eFU5aGJ4Tiv)S
z^@liR<7A|M>u)W_`($RVGnFGD+i^7aut~b$1DyM5lspY})omT5=?-F?>`ATvC(}<p
zR|b8Cd>W6l-#xC=e|MRS_$Fb+hmva~IXQ<h)pi5Ioov5TyVfEF8aeY8l11+)B&;PQ
zptd#^v)sBp4!de8Ikr-Js5ETbdNU4^MBBfcXz$=y9$Y+r{!Ff>oGwo~9hGR=^Ircw
ze0+@#!a6J_?yaM1z||=VU8J!OqlJcTFsg4;`9qUz$P^IaH~hH$Fih=y=CdEgueXM7
z5Qe(%x|T`Iq%1(I)A*a6npb4GkH&kTM;kLjmP*R94g@03C50$gw|25x8&I0F<`r&G
zw$gz7J~jXdc^1B5*G&r?c*JG)B-R^__up^9%iKsVA%dtHWkWWQ?Berz<TY4Nx5lH{
zZ~9R5P~JhJ!yNU28-v?rI)z=|yG#6sjh;4!WsPkyeQ0#twxMMn$kM^~whP#ZCf|d-
zedLBjvm-v;5fw|!g5SYA<Z(DnYTB*4R3a%7jfgdhyMia(W{b6<FmJogDh0x@jqjI<
ztsUO>R)(A`keTe%#ST>a85za3OjlH{IQIiW-D1Rm#(-LnRM~?2AZL~0y{WjRbhFHb
zD{>$#L{0Q%WoEvSzHt0T=kiOV21;`Q8JRLSt#Xt(*z&Qtj6Flm<NJzPFxHxeMsHwH
z+>6)tHwfQ^1{33!6P##MBvgF%YV79fkB@PD(NEISV4<tjNolHNOM^&c4ocq%b@U}K
z4_ExnT}%~aTA)P<ls5?Ig{}Hs97h{^PHjl!2BR0=UNm`Kpo_(;sX-tENayjQC2d7u
zq@z*|8<lOwH}0=EISst`FfQszb4z|lQn7_n3AiMR0N7u`<=36NyG}wvRSwJXn97ts
z@WnqV5MpzgjOq_$(h@|qFQ<9RV#%*7{i64+r?)P|W}xT;nFv^Yc6N6QDl(x@GGv<3
z47g3hxMjMiFx8;zxa7D(H+3m^g*O7oPp6pN8KD>+pwu)md0=(8e~FEQ0lJ--R0x?h
zIq`hGdc0;cG||V@oXXZ3kSiOaKCN747*n!!D0NiSboApsRnhM(i)r(EdX8T!<8t-#
z<O)~JFrPfERT(qLk{C{1*UhKVrzPT$S?02caHt#p=~D_imlmSNE!qK$`b2omv7h_o
zu-I@^d}nIXv`}<LF_EWJb7<$=KFy(}Y?RF2@Y+OQPF%M#mOfg^Mm>a%ed%za3$=^X
zgU?e$ViPW;={b7UEgTiDolLD;_$>A~c6m?QrLgQu#FYGy<V@g)NUv8`!wPC^dtnbN
zu#?xA-F{u!J6f;rmh9mzOJ_r0pXPXlVWOAfOaQK{^vloFonub*Py7yZPKJ0-_QZk~
zkwK)y`ja0v+{Rl%O$j<I5z=isq<8v$r%4%29!2KCPPl0~tJ=+jB2VV0+jm(rP*1tK
zVPgZ%s7}W*3fr;Wb7C8RFNLN_y_`A}K!ODxpVTqo{KLeCNrS^besz8BTfjzZWe4{_
zUPNzNn$c;7HtHYsOX<!Tv#R2Ek~0dM>-PZQx37Eq&_&Kt$M1aifBGPB758ELcNFg`
zrRh52I#ERDX;)Bsq34N+7^S;@K(g3y(;FUD+pmM{B(kciRCIN%>?B$%V_IZ!f3j#X
z<8zVr(^P(gYf>AoAFqjpNH2erJggdv*Z$h;kT%TVL)mwi)DGR+b9|nTfVF0Occ-YK
zVHoz%G)}(kbNbjB;f$VwK;bX!8~yzV;%kTt^i-FKIIapnlady3at_e@FNP^iUiH0@
z*zUz5Fom&1RkWL9-vUeuUH)z+D*eJKo+m-S2@AbQ)HrXnCjMJR-=BZ}g9Yc}KB{K1
zFK?nRk5_4pmPoWb_(I9Fj89ZA_tQnFlqoSkH9?!LVBrssW6cxqg&fxfF;^10wpFk2
zI<!aPj1aSP3CbWej6E|m)3VoxwO%zzK=x$ktIDaz<aG)VL;OG7_<9;jF|JH7X`=JF
zfMdCLC?c|0t(ZEL)2@bk$BrtjxEIf2xk*LbW$D7Fe=cmSnyGiOZ;0!z+FBXa*yzh<
zsw}plPjL?WIdQhfw|?!+*&JsQbxZZQnhJbt`W8qKYr^QvM4$lakZ^P~;o^0p;ODq&
z`qqUH&$U;Q^RkOB>owzQdCean%8Mpwi!Uk_Gtf8Q*M=X>uxLF<9y61CvprJlnwG1^
zIQ?LrlQRC@RJz#`IbYj26lZ|g{iFz8?&?dFED&b*A^()dnlbq`V^Sz|d2dq6SD8iB
zCRYI!L?vdnx%y^Ngf!mP1$=L->Ulc$g0dPZ_Cr=59i0#PU%r3|1w69If4&ahKtaBK
zNKKXecum|x?iX#+uHaJaq)F+?@z!IB&AqgKbXo$-FeHlwJTr@w>qVs}NdNYYwwLHf
zzf4gJr4RX67OrEy#~*?)JCPrn&)oF)CeFL{BHU)~XIP4gEhQw1L_z}2rM|f^|8(#B
zdc4uahZo;`@9}G<A|q-O6AjjAwD>wBhs@&&i!XljChB;JrKhi^85h<k7KH}v;v&0&
zn9CS;s_R{ri~I%`F5H0cAyr_%YEJSa?p?aZ-k-ofG~wx1uh(3!l2(5cx2F9-*~*3Q
z;U+fZq*_uqqb8ElLK3qU3EXIqd*DAKYH76<4ct8Ko&!1G=i|T#9n{QHjeGX}Td5Pb
z?{*ntx&BwxdYGs;XkI*2%-^aOH`mF`T1i9`yYy=KAhwL+FI7FQa~ER5VeQ4>B+HPI
z^V;Be-Auo)9$SBcK9fl|vxxen81^1|W0ORp+AektraO5eqh%4gY)2-}QEwBbZyO`c
z4zbLOh+x*$W80IbjW#(Ep3+!Oon^AFjAS2`=yTvPp?g+yRN!&Zc<fwY=XsJ_W#jz#
zBUm=NRow5<=cS4%?}#VqnoTD6!=t5yoksJP1{9cGrHtVNS5V0HXN9eAcej!~Q{ph@
zv+IdB4n{M-z_xH2*-$f)>6vEH{Ho52)Q!mf5x1>RxC5j|YM;ky<Gq3{_O&SU2FNq6
zb7B1%<l#uEa-UsMQ>=DQW#w%vpBp}5*EI_o!yV67)w?w5Q%Fj+cAf+EITLj%aTH%+
zzoVYQ=g|Os-Bnas*#J}XK@pF*>nFW?b$Zk}BYj@wJDg@Ll$M}$vcymPw=z-Ll%+t%
zPgc+4eX_)p=_Pv6qAH<g*|3;x5x0oGws{Wtw1$Smveiei^3^9%h@G`2Z#hpsn!hUU
zUGL#3u;1oATbN@d8zo4GI#Y@S7uU-*9omr{XT?Br-1!TQ$dUG|WX#?{%v5A@H}|+}
z&Aa_Umsn6F;hZNL`mW(+2-erPdy7OgH!EO9YVu{%Dh@etaJ)wY#%VSroRJZ<W{Xat
zyT!dnK}<7xE)3b6GSBwYH+8_*^jjws>iH11dcMS1yDSZ7ol{!3eBR9Art|TyE3f6G
zo=KO%OfAX}JCo^+7KBAiAG`#+0%GIS<YM~?EC|$az*833D)x*N1F1_0WNY|q)I-Z5
z&joxArm2%vb@K&`#QbmWSgW%XgeNfyy_Cy2jn$b+<g+vnWbsZ#Z)OkgKtBtwARr2|
zwt~1aH%Ddv#Lu!Vv)LdwhhlwF1oCauL*(eOO4EiW8KW2olj+NyP`>EO<sL4cd%bY|
z)FL}rt7=>z<e*>Qw?I73ICFIL9jIdMk<eJuPD?CGxW83&%ic_|@Ggs=th0zP2JE}Y
z;m48>f@jxLnf+A_j+1Jxm2wSSU`YV1h41By?<pLXB1?h98q%Qhuf8E-Ry+3>aV4Yk
zQB~7=(EZI-8xPWnA^j6$sgr$>U?eUE=Dh6Qeu<>dhH(n4-*RB?eA^**50los?}J<S
ziE|k2;2M~lO;&QqYuYd2+*$MRZ2@u=pPL^xn~u2)E+KkSo+GZA`_Dx-aw{9IZ&;j$
z?^$Iu@ujCW?aZ#te~M@z=3`#QARU`u>Baf2=^y;5YsZR++++PptoZvk69$9%r35%l
zhK6Fgx*yF_fVJei)*sm;r6H7)W4L}OmETx{f+_>_+TIbX<y!6okh!|GVBkr5G#wT%
z2}A|SW<)JrCFH(FvNY*@81K8@`)jme1_&P#PKR<%4#d=-<P-UNUH~KpuG>?7N&B`3
zgI7jtz0&Z^0_oKM$q#R8DJn)je*E$zV7U3!oJ7jOZz5eit!(|1Id2p1Bj^D8jjznO
z9V5i6Z?5#>WmQ$$Lqq$t&p%|lD2Mv)l&e%7PRW?;&1z%bE2zbthxh|Zp6|yvTA<|T
zFJsZJQ&d=?<A4HcdKU~VC!2)HSW**sJ3Flbb>N^(TrwkR6>c0|tqvF|188&}yT^$p
zZ*zsbl$p1#>8p+SJJCpWYMRX}o38|&UW8*jgirMWXYcqD{+Gh!we-6N0~;@&QH_fh
zHrf@&TI`)@MHYK%M51e@Cu?7%{#1FV8W-g6GoP@x6YXYWz1$E$RIjV4nOMH{#`=X-
z&L^{%p{Zl#k31S0TJZV#TKsq$+>uft++R&|dZ2i+(YT-*_xfIijYg3|L}qL%OVy*h
z&;_Z~GW;w$I5-64I9KPgiGm(eTzdBd$9JoUndj8h8yoY`B08<-i1T!mBte6dJ+yYf
zYTftrI3w7DSu%U-*f-qI1^)RQ!sl?CMWZP<4F{|G^y=UR95ZW>t0Mc!)7dc~SA!+G
zkAg&DNiv@btFT10keVg0fm0r^w}<{-&cYA+*DK!M2RbdZ&mmsU%klOfuhAAZH5tsb
z4aM^i8JMq4=!MgpID#|>zt8Ax6W2~-^xv{bY<-Ps=9Al&i0sNSzp3=&ou<4Y)L0qO
z$)s#ht5vSb&&y~Dc&>`S49M1CR+qGuT{BLNLF#nT<Nr)_X;VYoD$j3G>#!vOE&CtA
z-YM{fo~kYBB2&bSA@Dpp@OyR3U5%fM3H$4>Ri$XU;xoq7CFDgOo-}~*6EOjFcg4lU
zMNO*<Xm5y;+3}{q!L(nqIfB$O)TG`}@SS?trMg9syPF%{Fg$9^Q;Uny1J?FnkL6)r
z^I@JMZ0IBBQvDu024Zm$2HnkXC>{npT}#ZY;eX>IivLlM^eU*Y7qMw_MC_aA9Ut3h
zECq+8BAd-%O~*LQmaathAk?7aCU6=?E3BHWyXou@9~yRcV%7Vt26C4Qr6db}a|59o
z0*JYPcd03umi)H>4c8#65^fX=RxzLv-urCheD_8hn=u&TaAwV%wIjhj!q&z{+`;6W
zv;B0H6lysOv%TI^+E?z@mdJB=4GNp<KFm}a-!8aS>FRbWSt-r@2mODL6(HA%r(c=@
z;Nva!Pt6EDn|u2S9O3y$vu3Yw^@KK}=BQdJiAHtWWWNtf0-J_P{eG!F5xGbmY(=|o
zUT(KK(9MOoJoWG>Yte-&61sF$p;9wLSbSTd^c{pgyOs9ai}nLnmN~p8UWsD$-rHX{
zQL1q<S65ch2Yu&wm+tFJ<R2gBGkYzHrFg8~8?c%yDP1+y)!qDJ(v-;W7>IOc!_$cc
z{uR99XGMp2SyPi5XW9e6`3b0~DmO^`yL-#~Z;r>#UzB7PBafKw4`{ngjPK#FJscC;
z4(@C1BMpuHK6_j~FT;?o-zzON93GR+&CMOcat>lHJNC^9tfem;{*UH+(lVMK)=!*X
z`d(#Wb#)7r-T;eimQZA@UO}B4O>+<AusI$^aG>F9Y1{j}CuJOAEQN|JP3ro-^XGj_
z`R?_P=4@6x2Wn4IcG?QItsHo-jCJd8&3~pdB+A3otWGU2`9sQ$w$vtH_(G^YbOYWz
z*m8ei5t#1Y>?;5Zm8EfTlo;G7<7!2JMARSt?ad4r-F%7LjCo&Wzh;VFKiWFz!went
z_V{I-c)ERD>W4tQip$E(9tD2@2)9yFbpSe7rGpE&lqtRk*MMrP^*|2m)WN}lZU-$7
z+0SOQC+J;*&PhAjRRj83G@($;H?xMqyJh<cO?zfN*f(3&b|V4$*eu%XCHUq0Pzke)
z(X>+rg|p^L^75f#;y$Oj{>>-<;^EV~6L9RA5DqWB3=$a6%3cf?_<1jCh}r$5YkbvS
zRmiMmk6@eiZ};7ckaS;44oe#w9WB6MHp9}A$gC+?N<pNdp)a`+cyN#vlbu#(QdE`#
z&7A%Tf$ZlO)$5y>Gy=!0zfg)n$V3)dhjHUvN_x+NqPJ1yHz5H*<;+x&><zTffZ|U0
z$=_J!r^kuM*55jFRm5Zk8HO+(9!qu2PJ>wI7usH4p^_WrqTcK6Y1)@$>ZCENtJ)7*
z&8&l_?1l#lTUw$N2K4|64=m@UQ-4}IwH|{>TMD8TDXPtvo=!~K9=&Te09K@G-0AjU
z=Q?5&S6E)I%bxSYdo?KhV7<XESLJ2Zmjc~9_)MPRj&qv6rp#*^se=Ynbfxy>{<xQz
z<H3W0xf>x5_XiERaT_1$r9`eS={)Ennoq8D_rTUWmud-e{g6~|uF8=wTb(G;R)`cf
zWQ4FbH`G4=!qa#}FhtIh8LEhTUs{i`M7v@EKaP+RQdRX4v%IVewprkSsl^5O*X<xD
zv8ZN)oWh?1zms8ksYf$$LSCCLcvk6?+u8NU8-(cnw4OyGipFBzSM%3!IFrbw5D()|
z8{NTbYAd7VUktFQHT>Y&0rw7s8JNW^40QE~{s1%CeXAkyf}x?f(984Rs$LC#&eP>g
z!#M(zE{3}`IrM#_b$gl0OvnU~vOB2GBvu~o?Sr+okUE)vj)>g;&-Z7ElJG#l0R%5r
z$HG=C@A;9PnCwXSLHnq_U*zL=0ej)==tlU#tOv7h_7@|wzZ)}#lP=PzuEVG%*jydg
z9TL;V4%2$Zn+(D)-ab~jf8y{+Hf+_m#_o&W@+do2QB#G4WP7X10bdFyfcZYdX}i2=
z?^x!nwX*)0yY@vX`0Dc=`wPGO2mDNJvcHJGahzx<FgzHDt8&nnn`uMZ4u8G@_NPme
ze}C2;AkXzIB^RBf2|GCqCfmWpuzx%4U%b$rX%b!;^LVntgtm9U_J7-T+S%S_G6nNG
z2e>D?`f<PR>^)`T(O0yIMATEj%pw$WK7Aqw^He^ouk~4HV&cniChZb~`-)2k4(dbS
zFFm@?oc(<Y=CM~;85kM0kfnL+u8_NG6|&eNiVfEqC-tJ56=03}e=p&c)H~d4Qu%dT
zgUK{iR6^7rJ|mobcN+iasU;ZSRW2;PH}uDdm(&tCf5+1ce*MTc>z$oFhaYX;xb`7h
z`)_x?0DtBBc9B_Qjt0D6mF@<Zfx6T;6gc&}5(|!Po1Ner>`co`ni_u1h{MC3jzcVL
zvcZc%OEr%XB5nQQBaPki@S_`T(YLq+5A(&q4nQ3Bo;S6G(fNSvhQjsfR+iM#=~gb?
z$%$+#jpTF;=H&ppRS9s4!;^OHhKzO$4}Aley<Szh3&{<lCd>R9Pwc8pVTiVf0?n0m
z617x8V_?YgD>8McsoA-Xr`~@CwKRaX&7~~n>0(~XpSxln2WGkMQ<udpLSW;XJa31<
z+;<8w0VnFL&4IEvaKBb)mk!E~B4uOLrGQE%m}k<=XJsj~bs!K|m$ZvvU>w^XDoeHk
zdd%RZR0Lwo+u2cIOD^Cw_DfuPd0k@rkGS`XxkLN4)o8XVm^=1>1qbp|{eOTlSo&p_
zXfwO4lnor!SFHWYGPkpfA|wr2lEid9nhz3>Cow}Y+1-Fj?moa_BKrPB3KS7^w_M<~
zo%_jzz<l8ZStO;TcLGgpH|YV01r}FfW24cj@g^eBGBqt8ou&q>xv!+g)Etpq+&?l@
z6sP|J`JUGq*`^l$P9eum+X2?HK?U7uiQUnIXURSSI`G4}-Gp~^Op1$2w@-Q&-;pew
zlpqHw1%Gn_-}mFk&7P)LunE!oLSBFPR>skp77@&j_*;)sJfk`BV6aI$2iP&-;$Bf?
z5qjMG$}*?g*|~pr1ynUF*SE9~f=YoG)YN^jt6;cBW~w}}RbTjljAe0+mGk?|cbG4z
z<m^ew8YEOyad>bzn_Z(RyCU=EM{4SV>O$l82>ODV_Ms(_o~F2%`)v`#*jbCV97|ry
z8Zt%(A((v$35l#icch${AapURa^(cmL^e9)%j$S&^V2T&vEZ}6FL2u>C5C?KYG$tv
zdbn8npCj(E<@4#Jzi(qI%Y4Eo4mnqs>+A8})XyhmN#Lb|j6nwQb_JnwLB3nF^|`+~
z?Sq1Dm_WNVxwvNcsARM|*1}@kr!Ocj6-bo~S*1NdLhroRoct;k!e%%4*S^H4S<#_J
z$bO|-0R#;q?mAC7ds0}Hy$^WTux({03PqE(@_4CzQ;Dr*@5X}zVd`ta(9t`wLNB$d
zB1B;gvKfy~x+iWem2mq&cjh<?>+>{vN`|v-%trF-{r=L1v*>4S3cUF~Qu>)S`+awE
zLUbAx0^zM|_*1cieW^;M+HPU>$R}+s=CTd8)ETF&aV+Y&7ESbHxNk^o|9dDNp<vBh
zr@9TE!_=QtpVa<G6pc=Zu&ztWDC4cm1G<)7trTWODm<b<oDCe~@658_uQk9v8{CvH
zSgd4r*u$x&|EIV?y6}#czINQ;P+3Z!-pZh<M8=@+(}$Zae?F{+ELR@&=^~B>+Udoc
z0nkdtL8>x#ydViv9NiVRR!YexG}&n(8TiP0>BJ2wwbZ}C3AE2UF7LfMp_kakegqkG
zZt4pMV}8DaP-@ZXX_k9~>@1?7F@y9^W6$ZngFHrGwYPnLQdu5mh4^meE(vsD-#@0l
zVdB<$0>tzA3?~}3J;rwwaew?w^#!?bXtGFqXNx2}5FeR*U;BNjgc^t!4q7i`p>t9v
z{gb&?;JfNsRGg<f;zLe$?jtNGiYwCwhR{VWR(7L3oflc^W}8*x%+-|;^IN}E^{?1Q
z2m1iEdx*69nN6r&#9)A5VJ)vl8)d-6Bmwk0z{_0rnNlIyy2yaX_T9lgM+C`isIK!6
z7U?HBIlRx!%|sIND=a1L<4*=veSew7#hH`I*Q!gH?k{_L_cMA`7v_xz`#RS+ql~zu
zh`&Lh+xY-&b`kp4JA}4D1e)I_-RPkxvek)ug=sgevacT{XFl)<C@nR`ZPKEc`Gqq4
z^scQlEX1hdl6(6{l{pn=(F=j#S$Z9vKjkyvFAy@D@bRw4Vjxu;V+r1X!-USX5yw(o
z+paZk{-gnzek=5jv`f|YQsbVxLw~j*%!7%fu(9S7Z{cft2{fFGd-~QaI8n#F|A}@X
zn_ageOZ#c1{1AN%hDP-|y7H%F=?-_B-$_8N&O3$j)>KZek`WRJL0n)}=HdYYzWDst
z=9AZF*%AD;0fVP*X4YKoD4u>t+ddq5B@}x5I>%{cpk+Pyq{?ec5>F$4g;`n!$!c)?
zCguN>M6yO6?UXUXb`7-E;xa&dKyrB>#tsgOx*QCE-p0l;{M2U2%moE75NT5`fiuNH
z^S5%VEG|ssle1zyV)Gs;1EV@h?WdB_7kR<NCO}Plsa%x!q;`|{o}_X8PC4p2=PruF
z$c*AV_b9^{SXQUH0Kdxo>J2ArR|p5JZYPGM#XA_)s)Dv%<lbsyEmr4BOJ+JF2p}<3
z1|BsnUz}7%8gyL5?pCa>5}?$pEGyb9tsaF-H;L_h=rk;U{=QqnBX>!Q@=3Ii$DN0V
z?q(L?4H=z>QApRjhT5mo_i>FP)LwnN%xPBme6wqFgT30U*KA=-j4UWiR0i{uy0l)j
z0H%kOXlU#Iv9|TOTV=QI9K?U>j97HuxKP&H^zZ>l6{uJ<fwAyE`g5)NJsRMsEZ;AS
z5f=1<tpkZv55H~zfULjf6ijWaqCpII<G5A5Ng+`Wn_r7z8=x0AmY>PjY%T94BQLye
z>{e}zfL!%J8ffoK1(aQV9(W6A(K~eASze^}@2X@Sx~c>CWy2C><?&D=QtfiTYN8uH
zh(pylf6|vECqF>iB1c=`kjflrCmjC6;r+b=$?<UNd1?Yl)~eK3n-V6T-!uXBouYu8
z?y4S0ZpOXHkK|+Z*NGRjtF3lI<FiHtbJTx-&GVU8zf0tS(98b?O&rf(IGf-<Zblzc
zoNS2G)K^CutZ`OEj(O)bQhAw%1~bj1M0Yt@o#rN|xWOZD^*cHhq=(hJi`^PJlBCG1
zQ}4MSjpB%gNk@Tfk`Ur=<_I3Ks}A}_?jcp_E(5K%Nm&y_0VSldc%0ZkMyp(!VrGw2
zA3R3Xg3pKCnpE2Ni#uPKL_~4@;oI(DB>y2oCz*SHjl^!DisvH}LrK~D0jz}|I(fd$
zhbd*Zyr*W3c97?Tv@qB0dr$nN`r<9WBd!?MUsXVk!~RAN9LcpelxoA8#*AyagF2x?
z+ZfEEu#|3D)&TYzTQn{0-OWFLS|dyLQdSKX#DS2iXo`iI$nZfUVYs?YtpvqkElSeV
z=Rvq=W2&$HrI^!sV_Blq+8A;YAyFM^v@neFGC3R>aJ)Bh+__l@WEu_~Vmh`w3V(=A
zt~7Wa5<vXB?w+llD3xUyDQp!ger(+3Z*CycV4)rz=}N+881UMc@O?RaW$$P?dfCCs
z57b;jz8cI1{Wyo9JI#+<nXshR%)aGI8#{J-CS3zx*&0t(EWU`HbaJ5bay%-&)$ukR
zv$(A3X9g-~eyYY@RYG=$INcD&)(TlJ!d5)Gpm}n6TWEW=?R}#?jrl5NODC@5FG`g(
zkk1vM^%Ta1E){0<Q;db9Uh!r|qYlirvYE%p0_jkO`e}DB8vB&Y^u&NbX?&If!LOd6
z<p9_)mSo!_t?&Z6U*GpbFJ6s}?w~L5WorH6tik1(a0v-XH=^qib0WL!ZF0!uM#5r<
z{Tx{zKH^XlA-WR1yrpEVwk-B)J|?i6Jactba)8~k3O}IrjNTIJ*3ELe+lFz4Kwlqz
zgv2a}^?5nL*nI%CrsLsRz{tSfU&q(S6S6cVqO&O2j-4>aycLOLy#)qsDpFsG-*mml
zx99G4+mtnE53@_9S>7%4rSFbCo;LdhKkj^A3K>X*KJ=I^%S$uObL&n3veL?0Z2bj=
zg<1nvwS~sjy<hG>Z-6ABJfE~U`@ZpXnh7mc`Qf%(Z*$Xz-AMn*@%{6ZsxqW4KM4Jt
zP`TL7**a5HhjVl_57_?$vusdyzY{OYhABT5ri&|-PC-d_rbc6U!U90gjp#1{bcWkk
zFOQ6@iAuN|rFF&YR($L5l=&f-EhZP=;rp7LZ+E*d)HUkp{GS$>$RWAF0om}6v4J(o
z0@59Jum+6@gTa<WaW)Dxn<T5EFq1BYKq|2E{kL67u38@)S+*s623=@;^Qm(+K|O)k
z`DU{O2!he@1@_!uQPA7p>B!@fcr2bIBZREq>p-un4sCgiwKKD+WlvZ-s3>wnD6h#-
zEaz|y+6p9Jl1_wg+v0Z1hY;KS764JAy6Ld`vVjGA(YCQ$ux7MEEy`>L>V`qaKkht#
zL+!$e)`sD5K$Z+Szq>n-94zdD(tlRYcC!eR7+mBeeJ~8MXt*Ei#T;O=fJ6iM^gJk6
z08fndve$)c76ffN7w9dX$vWiop>HT39-n8x-_zi)k6)AZ(Hmk4-X-OxNl`B#R4xNU
zLq*lqJY-Dxq(sc~8*R(DugMbU<JDe+Q_yMe9O2wcwvG18?NwmhKpahrx`NdEDOCq-
zAUC|XEj%1JPV~Oww-Q%v7ddDMD}xCvs=ULk-r*klr1xz*B&(~ZP;MC%5{5XT*#kKG
zkvSFpc%-R?`MV06zm3@f^%GTHB89U1u_IC=3u`;C7FUTO(tQ7naEDa_@np`QFwYdG
z62Iqr0zs!;L!uave5RS`%PV^qsXl*6OZk~@dh_)oDK~9u^Gc7VuoX4wD+$|2W+IqY
z8x0YYwr4UR>wEQ;TO#A&6AQ5xkAhdF$i_b_*oE<L%h5{U0YP_H1EXOcjAVyDu%DFl
z6<B?!sj2fp*CZ&tXeaaTeXpj;^7Z90qN7msdy!A-PF168Ha>Zsa<ZZ7ZfZdc0hGDh
zg*QgZ)9u8E0dN84{A`0NluZ@t#PtTgROrm-pt=m$d@+wsImE0%&zUGoP`+({%H27(
zN89aE$7)fjzS#FQ-9;8zlfXJKe>;7Ol0GiocRnl%e!7<zmDQLkhpmXL54t<^dxyl@
zduU20GRe~|*6Vi)#$7CckL~C$j%8v<#Hs!(ls=@Y`XcZ5r*$u;r#~m|xC*$f%=rE#
zqeG<7I^T1jbQpIo32o5x-7804b?z#-C{@MoW7=Q{VWlr1zIuSZ^$=T4@VZH^TTOSW
z&oDq+!gR-L$ef9>YwLWJ7<-O9NYCin-C<F?PU=w8G7Kwh?|1d(5~C3tN?4}%O$!-#
zSOW`1M%|gdA9tO+-++blK1y;m1c={{r3TP{Nt+g&G%Z5Kr%4<wuj%<bsposF<-mBO
z4SETMe)WLQ2EGhU!NAI~bPl%s!tG5OwX4?cxEYusRD8gp>pg1AV`e+~`2xEUpm8cS
zKM`aIPvpTnVZ@p8??2h?Z|VZVYT`W;#FNW3*KNRV%;(gXX=RA`KrwamJ`L`-05{zK
zq=}&OX8tEJsEn#foU&!e#DuR&&EgH*9~=E7p1IG8EN~UPn?Bq=pS=?H?c(p46~p)l
zrx3c^MrJc<$s5!rl1tkkR_hkGepPO_kL(#jmZ}$X6)TS@oIwVLS=A#z&~6DA=kSfa
zJ=gI>-t5&=6+fue=x&cL3VodK>x}|PeKgf-?aU<;x8HXXA9?{vf-r;aojJqf2PfBC
zqK|@=;-qj9G~D|;Q{5F8j{6&VlFsjo@|YYcb3fpPuYFYNH!~eiXR1$x{hs5@*-3s8
z-R*Bwh+t{Cj(A|*z1dEVTdtg%SvvG!hxogiar2qrU6`|%|F+jgj+z**vNQJ=9qZMl
zC%U?y#rQeK)F^?hk<CgJ@p(;|XC2T>q88hWpWW9Y04CcZZkj?%P^4rOSI8BxlZxL%
zHy`~kdJ4(zS@Sz7b*i1dK43-K3s58s#vE>5`f{X&K&I`*@-`6=4zD1n2X+x?+-F|Y
zcJM?xo<kB<UA7R$EfAa^TI3%ZMfW~Okj`Ez>kghCsj>Ndb*sgOhn~`s)ILup_Ia5`
zQ?oGOZWJ;CXApk@v;QOR!de!%Ft<naG0N=VFl)4`ULNGtl6b8A0mL!w@>w=a%l^&#
zK$d|>6rFTo0%^LH_Fu=(Ro1O;zk?ZGr!$J@8s61=!EbVLQ?BU(^^CIo1KzlEzI8|A
zSNlehId-u?8z!0->>7AI4hZWL5>?uNBMJUtl`w@n7O6{E#ViR#P=-Pa3%NYcB7p#H
z5rm<*M;~Y!_=c+=S#W9)@V`NU{|Ick1koM1bEU1*Nw0dUx+7~eUI1xVR096gQyjqg
zyCrr@!Sw0FsnH_0Ow_pN;rF(b)q#>Lb$`ky8?$(Qk4XotuHVQ{q5EQT>e!>jXsWr5
z=SAng+cgbHmhY(VEu|Af5@-!P_WS`$Il$CyW`&B;1EJy3I(3QSB=P3q+I#VKF5yYv
zNlB*^3#rzgx(?qg1wFf-R6QU`eF1Dp3@$4}JG~B04e;kP;B=MoCO3IUC*E)M?ehV@
z?$-RsUilg|qlckl&5yr^V+fs;ue2&bd1&wNjU8=1uYOl`Z!vs{5J!86Q=D-2yR3oB
z;EDS0Wh{WqE#<#`>X+yR;+Y_ll(s)BGYkCq5nyX!76?OcF>-AuGCH$JMZSJP8?FGV
zCJ5A0AC5!sC@wB9YkGN=1GMCwQF<@8<zk!j-(EWwtZ@w}y6SQzp+p3cG|sn;wf9(@
z4>2O{lWgbqr{j&cZFKhu8`sm(Nw@U_l2LSQd5{dF{L@=JdZ^&;a`~1wxQv!}{7yh3
zA0ZK3Qw{i0g{sT%bB+RuQ(A({eM~KUSz1%H{d>7}7KKD6Bz>7d(%<txn!)C*Z%={D
zSgk8GY%hpCjj9Sw-4-J518Ko09ncGPAyKT5uRJLPvMr$_oz78FpKn|&Dl40WUZTsE
zBMdZkyL7XKEaQ>eO)$+1@2TOM0?ERab^W7QZvs0fa^{;bE5lH7XW~~%dX(qhLZ8W%
z?xWWx``V?10f8tYQ_!0KW?#fxQxiJe>LVb1*a7PENpp2VsBpnIK_wvT73i}r3STkq
z19?^fejFUfb$fkpMT<lHMt=~$cyADxnrxXJXRUh$?q03)`&uOtXv<U+5!5Qe#0+ZJ
zz|&#X1~I6*Z3GzDCJoPtnASZYfv;cU<5y<=`#M;iikezsq6IHUWUIK1-T(4KSbgM?
z=oPOXh9{&wh?RA^Z$HMbG9Op9M&g1gZym0QH$+T5Kjz}%0g*T%N5y<82pI@|fQ^<S
z@``bn6WBs-<LBEdd#eKr&;zE8ja@Vnn6|4SuT@w4%vZ6I+PXk#tXk%R{{2pH+~>Q*
zU2H9^3-JkG>Zf$^%oFN)5Ja;A3ZUAFPy5@QRhNxAs;L$yWv0QCkw2Kn+F!r;GT(?!
zghPSim2vblRVg2$@2aq8Q1Mt$4Hv&K#MH+i2SrquRhiX?UvcVkLQ-ZnCS~e-$k%uU
zGHxlFIX5p|jd~smRfHxwG*$zj92~@>j;4%ViK266ITgQe+x{Fvf^%0=tprlFr7-U4
zw(njrMJU4;P(QaTu22gG|L<9KeaEe(|EVq`)hlcX=v=k{itCng)d#IJ4$#gY?eRRV
zni?8u@0Pk^^g=Jv4E$!cCe?C;MDaEdhVh%ubpDf_-3Onub;OS?Hl!L|WHi6NoKP@I
zHS&xP%~*n0r7ehl;lkGk$x4H3RoRqok?>jnQKeb{QTp<~)|8Nukk4Q!fxe&Y(<^nh
zJD8M2aSuSSxGp5(ahhrP)nNdF>Zi2dK^S`Rp}J+H+}@31V#v4XPM}=><7i4GFkbDM
zynsi6uCZ1=;IrY)ivYbjTk%`DD|)Kxw?9nah!}<0isKtpLF))mUFL6jCicCl#P-rp
z%K~o@qV7b~(y+L$(C}6EsJXMSq6CGj3#zNNGN683+{ysZDlE7oVxpk_@-n#|kI@6b
z$TH2;s-gh8;YYzFx3H_~_DnCeJ^zC2ZIo*XQ9bxayRdZ*v$zP%{>3|h!`P8nuVq5>
z(s)*WZ|{)LGsUEli<^5>Lh9iPGH{pE-&UPVHV7aZ+B%??-T(fHROqS0kqv^)Tc=X7
z$kI@}ZJVh~g9EvF{BBFC2bKl_ft(KzO;)HpwegVyzPqqM=ID~t<1Mk2z32qcM`dVy
zJOg7d8&)unr0>({;2ScbS~=9^G4ibCk&T2ziI$sZN~F_W<}?g=H*HWu7H>nwH`=~D
zgWMWNUU^F@3AFY*jt?V<1vo}E`|ygiHq}rYxlM2HrIz@W=hKgTi1}%BDuZbn=Ywq~
zR}mq&hgdjP3~}E&WIaJ8f*ACKU^@Vk{LU;jxMJ*LHxSUyc_ehHfs<;)v*(J8f`bx(
z(ZYVaC9*iP<l&YVs3M@Wmsv(1y)A!|B{W4>T0a6yMaBQ;q+m>V&r)XBr>L0$V@?3I
zcD?02{sG3!UAwkTLNVHYH6iKU7HCP(WroE1oE+Z)kzpp4g*V$(a?lLMBV{qc3C&6X
zNucI^V9T<XxW*Z{C>XN-oKG}}cxA8QO|Y-*Ti<T!ReR?(VH3iOcT8P+nIBy5GIeqz
z=Cx)iTTdU0AAmPMYqvzs)z2%1*tdi>a?XHDAtH}Ow>ywe|M>go0@2Eh=@u@KGG(69
z6p)~O|F!SIUnRif?4huo!kQW&T#=Kj;yN@acjm35bagN6O)5iJ&4g;8wzt<h!LeT{
zPi^w)??I#^JeP8QCyF>HE(tso5~&&Z*DW{$SbpI3C*^)3*X0~O{ZNVe|Np&B4F}lt
zJ`mn%1wCTLQ}A6gDR1jOdaR0vc}Kzb<p=Lsf^RVg?U&EK4E)WiIEWH)7_Vg*u=2FG
zTN>=mcx4XQB9L!axY8ZWxnS<Q@xWi1N(axg)js&NgcIUb_|LM((1wnex%}mjzqv<I
z%K{+Bx;Dpu`~1qG=Mer&z8a}yYp<lB@rhZL>_<f6h@6Rhoew@Ng<%b!p8_oMn%A=p
z|3mQRA*vQ&J9Xh>dyzxa?qrq$JB+*bZQECJf4wcLt1}ULWzJJFO2eZ)R}o}yRQuv9
z?x)pdD#JC8d+wkZ2P;tqCx8@Cp8=BEmT2_3)esx>d|exlu+)TPIq0c_^x1XDRs@Up
zqOs!c<bnfGq+e=EJJp*F4ZGn(P19?1BS{`Po&&ZFY6CYExTujDpVCkfk?OKB!^3!Z
z)0lTWt(R*#@Fz8A<;Q&7ZM++r7u=j)IOkQV@09@La2`KdKqfaPd%e<#C`?{>V#ZTy
z!gIOF#B;RdTw4PYU<G2S9Zx0S3XT_@Z8YLjz91~=5pw$HSUFF&7hU{XTATd@VAJ?C
zNA|yNKPo`cenU3MbPu;Wv)~#w<_iW_n#Tdeh`^t|S(1XMQ#lyrfsFLfc>l&XSRDS{
zD6(L8_Yu=2Sr*HyS(;2uApe?(dHL}pwVjedXp3%6VgBup2QPWQ+X5N<%hcZJnn}0I
zEQSkp64k3RQCCLhdHoDP!;=I%L|E<UDB{}j)HydL2?u|E)BIjX_)QC>1e&?McIW~`
ziTmusZo7MUXU1rcvm@U07mLXp-L<gg<{lyQMe3K8TMQlyZlhA}D?-7`G$eD#L)!iC
z4CZ09T-yks=D#i0gLMrvGU5C6pU<fEph*k6586sfUm>?;I2C-pJ~?Ra%@~6pTI9K6
zC8XSLGOmTz=V{aR_dJ#Se31_LevPY#==Po&x*8lrWG?3iFe0oJ|JU(h>Kw>Zi}j9Y
z<j%VbDT)maj=TO{%l+hzUmA5eGjDq{*mU(i-8MGJb<s^I<O1A!gF^6*Bb+7I#cE_4
z>!Mo_{2`9bcuY;on=7d2nlz91+)xSP7%>2Z3iOvxM50a4Um$=i$r1C5|F}$S*ct)h
zqXV6603jYCkmqWa6imSs)1RJ}*4QvV3uJ(a8$eS4@@HDg${9BuQ~vj1U%rs@D?^_N
zY5@$3za1Qo8=V|1g#*@r-++wJsua+D9;<9FFgc{SK6sq#zOzT6+D}TaRh%*ONU$>3
zSZHXD!B9fZ0$T{{>JlR>q0dZosS8GaVDwg~V`nlUj~y9sAVbqdtAUIgH3`$fXT{#W
z5A5)ZV{^TuKlr1|<uK`>+d#H{g$cPfnyJr03c-I7WiA`xWMS&l599aPxbNrwSU;{+
zZg0CVz$xroOgB#mk~}h?0Q^Uh>)yR}36TVV3X{JtkcRXdJV9Ld9+DAJV9P8ne#_f@
z&i~<={Fgs(`IG0%ct71-)<YwWVXvm(nMTp>s`J3A#FZ60z%4iyUXkjRG<SOTOsO?k
zFW>!XP%s5!=9SjFLOyya!4xIE>lu#(U)cr$(H$L=>h}$whqp!<q{D))uI#-wUf+Dj
zEw)m52S`c<QDj+u5`xA@Or;AAEAfHu$VPYrQMz*D5%BTu(L9D4p4)mesLM|SRfUpD
zyMJ~!+-4N0bhl-Tk8eIYPi;~BP2o*w=oh~Nvx;JZA98O3J4?TmdKks2PF)QR4Z3O(
z`C5nT4v$tgP{4ykVb7Au>%SRHE8Pv)#(}H*X9@2i5E7Pxq`kXvrR^GEO*p;H-}oxC
zGC|ch0e8g1Ac73Kx36irDrYE=7WFP_J_|1{8JxY;3LOol5~`@yY7Nng_hsmSI8gSj
zjQ*TZ?mHM31Fqi4YC>~E8MaJf2ue@P>hQU@=-l%P3sW0Pr}O^Hf36vZp}%;jSDyKr
z4HwcRoupm*O58F(JauvTjF%hU58~zNl-gZ=8wyo{8Y$NDdyI(R8!ejwb%GHF3s;@O
zdP=lQwIRLS*MQD-V+1W5)F`g2&bNK)cae7HK>W_An0oD%09ZcNEh#xd>C&@WKl3O5
zS{-~<2A<{8Rr4p=Rodc=hC0nf^7VTPm2MvIF&-jCB_)S056UYl@H15?vs%kSAxOxs
zg)f|$9{G0k@yCzz3q~XOx&I|kcdSOF08lM4%dtO6)Z(a#on%@q&%Hfue_)yQJ8941
z=LgVe`1{8~=Oe}SkyAMZ*5N-vq_LN7cn7gYoB9&IP9P<}YTm^QNOy(#_kh19aBoQF
z5x$jz#i}x_xA(NslUXLgS7`8sOMKRPnFI<_hinz(p9{(39Q?HF@qAvpPibjK_+5?f
z_Gvc-N_>KqNj#|vZWCL*_5xWNOtUgPRJ^;J+Dh;PSdO;AAR%AX@HV6_c6Nrt_Jv6m
zuqtYC&N_gw0=NcM7VQ~P&*AVd?yD~}_4Ok&H4F0drEe+f*|h{_Fo;(xaNXuJd8vM*
z_^ok8{f$h7CP1Xtb8>)ZB{T;zM{30u&zIMRXTUxv(Vo1Ecb50VKR<U@5_~|1owZ$A
zq#J8>Al)x0r~|+72+ysRdwQk+1g5<`kP!X(`Ezo?nxb6qDIbB(z>Da>Jha%<8gRM8
z;tc}G_&{r^!f-m%4EP}hzNL4R^{GFGzje#+Q8!+l^AW~#RdJ=(jz!L5*K~@du035|
zl^itr0^0dewUG}6x(X#eaL-p4cg<`IFV&P!Jy}2l;xW43h@9w}$FgmIcM7+d%TzC~
zd6s4Y0--w7Mm7|9>5&lpKnY}QA6c{`^NYLYN)DY*I0AZDYnP`VA#M})-|uNCi+p7X
zvgNProK~NJWN(|Q65A8oG#eAF&_zfGQy_&~`=+A49U!VdeC0@Sje`m}`ZcT5Li5!V
zYjhO@sljhS4GpMcWBm$FiLH|Op!9?vMlM+8@O}MfE2@B;Y;><;m1V8i6C^ml85D}~
z5f<neYGtpkn&K0+{b!X%QFATRN!LQh{k}KSIiTdq>Na*=M|+wgRsqlPtBR{;#?sX(
zR)%nUn@4g<H7lrUrjR%9#xO~PL$F2Kpdai(3{r^sCrYm4Pf}d_EyG!ivif6=e0}Qj
z@-%jKevcwx&DAeP%1VqV@|&8JB_u#-O<eH#v$RFK9^Ow2XOYsOHFl|Nizq>^PgCcr
zP-L$+u)k~g{P(R7Khh-=UJ5g9IPHsd>wM^o?UwgR+bf4W06X9X;SGauSn0h4^Oa27
zM%q{mUnX1%yC29*@HK3`c<dU$c&_X{Fa9R~-y8C`oWJ*X+w~mc=D*^I>;Qe2n9}e%
zo4wVy3K7L&QdeHnq{8a~$|Ls2G_1<uc|)D=a6O;lUbeV}J8@c_rS#tS;YK>2Cw*cf
z2~n96<F@G7-mEWeI7bG_?Oq=NbrY(bzpuXnpy#S7m2*m(VS{W0)a3&}$?gKE=k#j6
z4?oP?H?`2)P0xaH6DW}?2-+hEA<~GTOwHppe5W#(3fn#bZnGvJ9bCHntR?-DH(Vu-
zXYkDhP>pyF5@u9soA8Ne?%WThW`N^)jBf-sZKY@c83A5{fOq9m;_kvlWou8SoK#J!
za#gRFD$j)Y_UgLk|9re9o_(7MLql`<4l@bYs=l^%2pcFll*Z50Y~@x#KqFL36f_3p
z@BG>a@MmaaQq+Y;x97cBMpB<)su9O&U8#WzGh-m7XqF0h4*(h6GHj{1(2C8RgA31M
z%GCf<Gcnw3SlQyHa$X*^M?TFgH%F?w2Sv4B@m~nIH9p-#m(&}+RK0!tt7<C7VxamY
zlUMR#I@PVCx?{#j45x=Lpp=MCb4r<H07Aje^p`x)^Eh7K%&c@S(q=&_<llg747a8_
zeL91JVTnb`;prZa!Fk<PX#KP<cPGVuYV<qF6T)Ct2l9CLpBMswxuh2hf`d~ofZoV;
z#AR>P_jJ@kh(vGbHe$EvB#X$;<+M}A(w44d5I%^-zeJy-QXk3u2shfb+p5MDP7W0}
zH9eZN5Xt2!E{L@kg8gy%EoG4i41(UXXRoK<{l=`U=)>W$)h|TT!E_J88wNdR=QOs0
z++5>W4knV@-Dy%Lu^cId8IP8jFS0&GmX2j5+*be*P7R<D4h?=dty6%|rB?wm1VEZK
z9u;*zfWO0=YT?7AQ6ak{psNT<B{KiW?riTC)ZT`h(UCy-{`F|i0jrpBY=ti$-%w-r
zP3nZC<3zO?R(N^n;CHxTbAcur9U|+Ig>6X`aD5;n{~na>Iu7^dgWU#bg*<xp;~dc_
zyRy9e1qP8)g;)+U)Q3B*JJS>z8a^WOq}Nhw*gm7l0}N@+_gXFk62}Pe5vPsZ+(J0i
zuiGQSlJ)9dJTtFnx>&^n=@0@D`GxASXHT$%QDS6dSHc;nL3@#yYpHOb(?d#M(Mq~0
zpB=5eD_D*BZqW|z{LVGNi#Yp|H;#X5Ge)bklm|Fac<OEx$65S*k7h949Gn*5#2kRo
zZ`fR?$tVm+UBQi`6*K+^-iNw6#_0uAArAAE(Fm90dpO)=m$sd<Z}ZUDz(C&0SW@M)
zR#V6E;rwvMJ-d_RfSByf&F5-qlCs*lgP7$nc}s~7>V2P|LA6O^(l1^(z1yEfW6+(U
zJb)_I%+I?s`7G1n6If?Ih0JE2z40Fml@nWPN}YSdaE;X7<cWE}8<~<{AKKuK3_^IZ
z2Bq?|<K8$Pd@yvJK%@apjM>je$Cj7DEQ_)k7h_YnxyR!Bf@O~Z0H<H4m|m<QN6CCD
z-EpQRlMVV{QQu_%0{!m<EilBt;{{~(jop(u)aY_EAFdVFI-4aSOVL|0PhHc%CVVaY
z@sA%D5+At6=c+Sh#HuIe-z|LrBoy@Hd1!^zQ^;=d-eY!gWa`<Dhd%@j9zFmfj<>hB
zu3n-<^QOb;Cd6W^u5iYRdHq$ct$3zjbYRVE*VQM#4>T^A>MHp1?9|&tzX>>NVdA?B
z#a7swV0G^jD6)!d?<oRR%m-&cISqNGhh$~hm(rcl0mm*osj{kFvBtJ2F?BTQEdZKZ
zxDj9GK=3eG>~6@lz3h8E?><C61K)Z@ZCC3709H#|CJjqcr5s?x?1sd}@#We|S<Cz3
z9AMD=Wy*uEtn8Ic%K>@=DCLvBc}ifXBnBJPcK0aS+ruOP>FlKAtdYjW^%%MxCdMQL
z&+e9VeAgCPqIvt8fJq^LpRJC#yP(}n8{DwQDRRQkFLHNHDjyK3M@LD1Ckj2jZyh%1
z1^C3ZuKPGcD=HsPKKGtGx9PxAn6Xgb`O9=p)euzWOKxYB13h#luomp?7vCo31HAA0
zIX}QI@{aiN-~wSR`u@mP^1K019e_Z(lVwAkGTJ<4+Uc67<)jFdYP^u<*<*D6%Rh{S
zzFAXnc%$9^T%*|@9dNj3%4CY#n7=8sOaQ1kd3@>mpZO*b(6G9pIh%X>J9~;=QW6^S
z4686wj<(g2c3cEOfw1G_l20eApm`?P+uwpY1|}B~K)Y)2R0U}S;2{Ia@2pXA#LmQl
zL<r$~2gb^^uQH%WPc4y8wY{r&pq(eaWJ%jz*I36Ep<|KRmtXB9kuK!mj>YZmVZfjK
zteGdnFyPH4@>^ujcQfVn`0k!3V^kPsPcnEE=*!MPxt++ucnkX0czb+{5r%94B02bx
zsV^-01z4z5&k3a7_(G!6p1+o=SvPM&60#K)W)1>Vhv&LI=;}Ef;YgX5dJ{DAi{YB;
z4}{#gH>O(_7In;GszPFO^SrVl9W+&~T$RozGXLK#HXt}T#4mzL@d)D~<ghb}Hr(<J
zKspT<HBI>9!GYZ_vEK<ohH=Rrl?tR~f+o3|;o**kU#x48rH;KmYeM-21tx%VjNkth
zSxoZWdQviY;Y+Gy^q>w)CtIdEkO+7F#_M#09V9t?=dKM<1-Q|duk-Y&IU=kfddVpm
zU*t*(amoG$y$2;>BG0{?i9%Sm`>SU0>)O8<^OdIJAioa))y`4*K3`t6jiFbH;sXI(
z3>opoJ5Lumi4!zDr7k)FSK&N>_@uecDvw;A7F$?k;!$4T51*_~#-c%>u|1FRF7dX>
z6LuQOYdX&72rKDJ&Qid(?0?ygG<$Hjto|+_LfEf>*}stT==G0-18Ze1N5>%R9_A7X
zxNR|zKa&HS3}flFk(SZMK4vym_pY@%Cu~ETzbby~0^yqG6&C4VoQ{{{n0#MQ;OfE+
z){NS@;<%wqD!SpOKHe9Y?=v->_c#7Cc%{$zY3~}sQk=*80y_~^=6TBNV>Lo{f6mK>
zjeKQzvdu_bS*mPlQn4_CsxMLT_<FU#YNZ#nZ{ZN1-!rZOwWf8?Ctn9J=-mhEz#W7D
zLN*C_Z)zc37{*|b6WmyGn$Nrjk!G+w$qNQ!0Lea2pa5pGQx5ycj{EF!Zh*Jjj(X$1
zdgH`ot-eGfjzNN}cxEAN=uIS3(Ne5pembjPb8a(;EsFHl`o-6l`^P}lGpOqa@OA(4
zNEWP%KTF8(7z(`4L1;q9%l~wjIbizoc-yyupLJlu%O-BVi{1he7T7n<;k9d?h8uMR
zj5)f?e28$e;4}%)LPq-FK@dU7UPH?pC+zY!rMz@Y0oXqMxhRurXQ}j=NEX0(`~Hjq
z2bMnJ>)pf9Kq7Sa))xwbw(;j=mknD3fD*$bf05i;JL4~Q9|j|#chZ!SQ#1-}U*EFE
z`*hJYf*QG@l=}lfhSp!Oqf~<o51%VtCIntN>!iG)cohbn;_U`&oPamWpwaL`CcTWA
z`LH4R1?C*a=Iv*o$GCG|k%W)o&hFTb_u)#4VZA%3TJQm#j!MC72*WR5hf+}kJfizc
zj(LOR>cJ)YtLAb%Pd9$jq<H@Xjl0<Hf!Z9I-NzimaZ7yZX<NkLmic~MzCzAn2^s`;
zuo%@a^>RwOf~*InqCkce=m-x2@YcIZi=5!+eMYUIfRLFUZ2g4(kXvt7hb`I`Dg3-O
zXaR!dpZs67UTM=MEEeU1-CLYP)nI;mV21kovH&-V$)oE*3Vc)tzK^(HQR-mHg-@)^
z{ao>$312a+ua*JzaSTF*k3k}FV1I!n$M0{*{%OA~jwr#Fw;j~Z#p4;+GO6FE>H+V+
zBRCD~Z(qH6KI*X#C;}^uP&XUl0y#ATzjo%l`?r-SuM|XSJo|15@C!|*6uK?uXL6PS
z2?Gikaj93JbPPOz&Pk0w_=)(S>t8XxG?yG%wTV3dEK!rA8Pv`%hQN-kOG&b{n2-fM
zP>zKTy`d7!ZutJxF&CiD_8>uISogAi!rLK_oOxMGO|33M%C|xCpl<}R(dGvFGdDBc
zKF7)MQT7I4d&?o-1aIszy$DfcjRl~Vj$WckGseLIt7XNW;-k&2ltP9}UJz0Tc}yi<
zpQn8c=Bn97&ojR%merlV{d&BAl12Bn#zcLG{4QUHka_%zVVBQ0<jbl8S-z<J=fv&C
zeZ9klqKc8=@sPfwHCJ^fRjSHtA>7&7#XF%<93wkPYWVxLyAnFS#-O*2cTCprUR~-M
z{(o$J1z1#F+cgHFbazN2-6^0nA_CGPptPhgbP7n9fJh4rN_R?24h<vS(mjAQL;QPu
z-sk_m_xk^HUEn1QGw1BH_kFK>t#$9Cf83CA+}msS>Yz(lNU){=bn3DW(3GlqJ4f4}
zH^j2DbuZw(1dk+8D{ZdV275^vdY#B=>F5-hf~86HA}O=5R0>SGyD9-WxwUFBk_RQe
z#|>jIb+y?0(r>PV*SR!+4N-AcWkPSKdB)wgpQ}g-L-8(n#640FG!<;}6ONCLf=!v7
zPz{KHDj2JIKSgj_@s5*4DN6<H*Mm}nHmb-QM3P)i%H;w>!tOHNGAjix?1V1|jvbj;
zL(M)<ayuuRT8ltSK3*w4lOgp0sO;o`FO$yEfp<HOCSvZi0LHPBq((zcby8#9pI3%z
zk^8nd4<?IVdzcZuqPQr-2un0wj-5n`pyQ=F>d8+pBi&HjIe&P(M5^$O2&CKYkG%z>
z7%QI0i(>=`$j1Y_p1Z}nfEXM5!6ziX`!Vd|LU-L}G_>GzMlzSD7xEa<&~Wsp&!Ea_
zHEY5G&_C&(TTF9KeIArz{C>u%wq?2H+R}z6DLTdT`7y@Mk+hek9D+-;4a+>(yx>7t
z;`I#mQRfdH{t6?QGU?<naGuVO2L_F@oE%)4$iPpw80`<Ea9p|2ek;AW^`s^139_-(
z^|^B@FkL;AwgrIr-G~AZL!{1duBX<SXGk1*=ZH5utiFP$5;<7$#k%xFG8-r|Y(wNh
zgB0LVz@yK|msme2u`1l{p<q?}rBZ5#vfYdQgE>&+5UC`O(E&=3V($i{q0-53ZsQ0Y
zjko?5Lj@z7tg64p5;OAtR4fr|rKC^KG#pRc%v70lk~W<h1!7{!rbv2K4T_o;lr$i;
z5)#+<Y~odo{2&cqq>c)p8k-kG=|u+D2d_~bN}0Mwa|K{809z2HtE-&z>Qnv!JrUy$
zlc4(tbc#K}54v}=O@Y>(H1Z<lo57x^jIQsN`#*Q=?`u&fTNS}lR{~ls3m0aJ*L7`w
z6}Y)Ri+hnKVMI2V@x9c?!}nQ0>{LN^wqj{xh4zqStr3-oZ~+vm#rjqBX`+$1qR4``
zkx`5AR1Ros1l!qJU!5Gd3AzpH%{lf36=Z9&py7e;J4$iqP}J-N!sgrdic)*<!Dt7l
z0xW_j#SVCPJ_K4-w0ygTb_Z~3$6&{=y?wTV8l2y5o-*CR#1Ef*OB^<^`o;NBUfo|^
zhUAvKyvALvyBa_LVBQa9Pzo9D2o7R+sOqV@(Zo#uM5Zmrp+aJTZh>mvyi&5k%hh#n
z!NsvISpc%8@TMYJa_Dhy|6@2`XlOUCUWbz0zlUpLzTjRUi*nq1#4p1g31=L|7xOYt
zv+hN0X+MDp3-MaWNw|A?OpE0ozAO|H_24IHa5Gkrks<W<ZUhfc6vC$XMJQzR=h3Ot
zXXkbLFC|ium1HmR4`moTu6W6trHr7a1hMfdssjpB72oAyWxeeob)lheVucC75zA5U
zDMTV<y-!O*5L>BXu|}`A$RmD_AXc7T8(ZOJudG)1eNvjB&`{e@`N)6IS8fIWy9#o1
z&Ue+5{e-qY_zukeAx|lqi%o)Ji166KpATR5Pa%5-Nn||ponIw&-){`#5R(?bt2T+;
zPo}2bPv>$MSG&;Do!t2839!D<e8?yzQ^2+lieZ&v6(=O<=`LTc9d6V&hw~N1#l{AT
zyYz-dKSh1^x5QW3{)w!6wR#*pwP@GZ2p^u9&~A#k=g$>ayYW%u%K0l_mTPCqkK_(g
zkm#S&cEbt%_vog7EGdbG=C)^PvfkWxcG~S?_PAeuz<P0GxL*8T;}PLA^fSyCk93TT
z=uh@q!nq6v>BY|Jq0ruJ*^m@+@hTEB|GE!z$WoJo-oQNVCQhl;S(??h)hXqu&<=6O
zC1KBFYfkZCZGL_yjhyF?Q0D`VquxP{ry42g1x57Azp}mj<m6Uf6Yf3kAR_4t1(#(O
zE6i1}lpf=2O29}E8?jhG#_;b^!BPDx@K6_FvOTXd>2fLFCi84@>ZE$V^V>Q>(eJi0
z<Y{G@-HgZ1yblFs)V<y5v7bL2hcZn%-@xJB_XH^)_}NNE{Gf};R_$ZgJ99C<OR@3n
znVeZP7TF%uwYUOms>jU8NY>hVIj@Eq+!gD%I69~a^L!rzgOfrn;Rrm>2>tJv68_!`
zl&QXl9%Oyy?iCg-D<>!1#-Q-;Su#}AjbcolSuU7gR^DLpSN<U&{vD{GL2!1~UINV)
z3lgwIyxAUyh<f}H?)`$(1{sondwtn_|NcG!O_Z&ic4k+w@r$L}0n6bgh+&bD;Qedg
zMrO4aGI4UOnS{euOzs{Y;n8msFz}r43EN)$GX+c5{(Se!Gb~KoAP18IR{YKR@j~5K
z)PG2Ahzv<EV&>(*Jd{_YXJDXO41e%{&y<}nN}(-ZKzXwHlyGT?h4I^Sw6Au?RK}{C
zx8y%bgZ7%3$Vh59Ur@dK0k`k<Iq_gxUEn<&pkGgTy6-hv{$5<97pI(3cdfzfo1ks|
zdZi0*(Iv9g6DOXZ|HCQFK=viO^%H&J{sC-GT_uO+YIdyJCO^+e5@<n%B%}q4%k8-q
zM5skqm!gu0$kNDu1~tVeh^2Kym_udi9{wHc@#AFiGvCfzq<n+~b@-_7;Gp;o<9@^)
zWf%>n(=%>KMzWiomPo@Jqo-Sewt{wg4-7NH+B!rs#to9zH#dEQUf0@7{v48qEqBLK
zg@&`o%r~XJ`Spz(Y8p%PO|rWSN`m3Ic1hDnJwxaaZQFNS+l$TmA=|`FwFl+Tg$E@;
z{zge+hs@sMc38cMSZyC43^DKyt2wjtw}-{o!izSEz{D9C(JZ-fpL_k{-A`$<eXWQW
z3|_a4nxTyNbvV+-tUp?e*=~WYUx*s7IQW!rGm)J)iTb1Y`AR)4S^xFjD>UpKyLj-(
z{$avYyMf@R2_Yk{TSg^Uhs-Uy8}!N_sAe6iVHr*J>UVf}#I6|KoSYgg2z&I*I{AO3
zC((n@L@@P<XttUebyuBU#Iv|OT_4ndnv#FlvEj9xw{Mg<dFNhth9Ok5vbq{pVz~V`
zb}*?-*yk+9v<xkF_ZYCzY(xywSesrT=kQ;$JaHDxbv(6a@x2nFMV=bVc80ftGYoK>
z_XtO~<K7xHWNy~4!gJd*Um8oCdGqVX3s;GW=sm@Uo6W!M5BpjVM#8%LIG)Uqj>##O
z_fC^24wpGH3)-^RNXUP$z?73?+rJ99o@}|H3~r(hxpkH5*qV<`E$K?-&@}bb8GCAS
zYL$p-{V_g`?8&^L7j>z$CRQ~gF*Lh7B{77xUjC1`$_iWjyeDb8#3-o~qD=<J_lAp>
zV$&m(hB)fO%Rf9aKb#L}?OAh{r!2QaqZz!6jA%D5svv$RD<uJUuH+RzRgaF^ehfkn
zk6sjHiSi&#pNTk^GRwEo)pT6hSH&iueC<qJnKwqb=3Pg$r|PNWdTPLtAaY|_P@*=j
zFl%|0Ij)rB=1R1{jU+QQdIugfY3SkMnYkVR=ZEW$I2ylZ|8Ej_stC8E4G?vGC?q|F
zpJ-`$U@$=%WkX8tpuMX7vVP@eP^d+(=Y03}aHbJ@M~1S(@;#D&*5(@!^1u;$D>l{~
zpF&^389Vz6w?wELOe!cTi3OUC4}OOw;kL=`yWmR7`hpeenZVn)|JtWf2%0WG_xW@0
zV+j^wwd~k3$hv%yu^;u*r`H=}g?tK8o^fg-u5VFselS2%NoA;2B3mNUSL@^4&{W0K
zZ*xP7JJIQlK_aFznbSmB&}_Zc^BNakvom&V#2E2dVNgW$9W<+%8u3@v1>xp>xF)|d
zNs=x#bVmy<Z(4@T(!YJf&TY|s8~JK?vNN%`%|`6VyJU-TZ)8KgnRZ%>)Zl}voLN{m
zW@{*M*>6E9`UfKxww*TF(@SEkeo9bg+%I+hrc$-Tg*JEK8lm0F%7j?ORq_gV8Tn;s
zgYfR$EB)DaeuYo?@)@`>%*M*HWih2HWD{Oq9!o*dF7mMV?0)tV5#a8~e8{+@!(UXw
zOYpd#0B><1c%`7rC+@rZiap1-o`MTn_~vx5c5#`p(!PO|O)LKvT9c<RVcN$HKTqie
zd`GI7%Fx)*Zuv6s9UMwIPKTIf9)0?@v%E6S#Hgjk7ss?XnrwF2yvsRg+#De;)VJ8l
zeSC18l&f;&y#4cuF;$K;ZhpSLUeg5|E?u+#i}bBG^Nr-6xp!H`NvGgfRh<0>KgfC>
zJ!=%GXQUh}eJCDhP!|iH9&=j(ZU6YV?Xr%~-KRe$)PRrp)~&(vjoz6VqSEGR(k3sF
zuA@x@4fbI&y2b^H*4CYh?dO<SLi;CQ92^^;eRtiIHv-veUW;AGVsPI7^XKQB29JkV
z=M~Y>&$BY0aDfORmVb0a{V^nwlqRrfADLk}+-!%VPr`fqXW83gUW<N(L~fIBOIzcd
zArZQJ*~*fn<$6m?V_tb0LLgG>_YQFUoG`u#Os)NOkilatC-1t-NC>s4e*d~D7Cb&4
zgrEBn<YA~mGqXNex*|V#Min9c@Nbxg!j(jwFIjwVkenrR&t)rvV>gg8reMeLd5iV;
z-%CDX;2FURv=x7EZu-;9zFL}d%OIr*+u_`ODvSy-AmttmZquB1=-vW1<M$rxO^i@)
z0!|wSk@(`Sqx513`kiN5)b=)ui{JSijIg6=o5EtV$Dw{VYoVJXa?YF=r5xaLT#KDR
zfaa2v!~oI=D!&j+r4_mwkFG5)-V)YlWRM-qXo<*Uo0*ekg0Zown|5xs>(zQDZLpDI
z;o?347KqnBeztfazP;VOpH}x7<asQ^hUDNB?RI(Cr*tlZp|=Ndcie5BD|!p&f7uX~
zvoBQ+3>Wnff1paGLx=)g&y=n+PX5VqS^fQwFB@(s=Y6*yfvFB=Sr_IQB?{mAUHXu^
zAuOQgBdq&dzsK{8g49;W6u-YTZ4X|aY&_>gExgT<jCIYmxhEjoE^wcdSq?3<N|d_E
zRd&Tf8S9FdE#vX$ehOXR)P|M>9FifHX3)J3##3qJVUKd;BiQv?>_wYzeCdolm~jOx
zj^sMSy?_0%%2i{{ZjNkd$;n-RD5zyLCkf6e((xD(G2PfC8JnEU`giU?*7q{)o9@H;
zx@G!wX}dCS!9l88C;SD^o>@$FIC+DZm4aq}3LGt^@jvG{jfkd~NG$!%P@}5}=QCSg
z8^Aa-o3;?NQYYA+zzr!aP25nDyPJ7>7**yx@b+(3NAtM8`|K~`T5C2a!*ghcgG2yU
zTwGRwjF2m$DN?#7L*7$?Tf8RU|J2A2Gl5~pAPw5zA1JfvFaeoVc@d4-mq^z(-=sTS
zYAn#vi37<m0o%M3Jc%N)iFvdBwa?v0&Y)5HgaRHrJD(LV0^d}g@Yp&YZsp>$Z{wM)
zy<wlOEv6TL!DnRjm0Tc)(SBB`y(6pzJhRQ_Z3l;4S^?x+gP0Es1rMGbvv}~>OU+7v
zyij=02?sIkqhavokujVgv^&gD)Q^m(X;R4<yW)w31+D8Pgn(+ikyAW;tUwnp<YjUM
z2Hx3EYBvH3f=G$e&rs9u!GUkiTE*0;<li^M(=qGdy1dlsm2~|MPfp<r0ZmwFl~y5P
zcxu=to0iS*fg!7~P_rmqM^v6?NcPx&i1FZo^2TIV&ITJ8JSHN_sE>XzuVFv(Q+aoa
zU6dLR@iQX#0;(7Ax@=@;CY!*6v6+-*-efkCO0KPvEH&(%m~?~+<!R<p3){M*`&<aV
zy_Fpi&-6grE*$n#qfkS*QE;4xCLlMh>}NksdUI01J(t&omF<=zUM7Q$hTYxWBs86w
z1={Upp2zBE$n!TKC;V_)ZQf9_-v;+Q@0E7*T-?YAq^|5U2n=f9UoKbj)V%Ha6{uI^
zo@qeLOR7PVC$IRBfz{>4m$a>2B_jGMsb19z+C2H3(Fq=VcvMtZR}`xp>><WW8zwk`
zS?-hX7OgQ4BwUT;b}~t<rkM!)zF?c(VvLRVtN|6yEJPnQXV~eR1^xn|xMVTNP3sT0
zDfD14r=LeiCr0)d+qZsz7dk$cB3L%s4n+-2_tRo^;r;`xh?SR@xo{=Dx<9<Z*!p3V
zLT%;tbMKwER-~{r=cbwiCx+e5p0QQ_Df8`7Kk{tO+989~VMZwgyju2Do5a~aZLP{5
zTE0?Fl~d&FZEwF5h*A4<R*dg#NLPZ_=Hvx2skI!;Ng^nS(%rN7GzDxK8VFnmf2*M)
z(u_|ZCtEp&8R{|Dh9aK6fB#`a33r+9cVOe}ZSab2<%99CMl<u(<;epB_g-|`BxJup
zbvb068LUQscKN%E$#dibEXstXa0Mn7i#IEU+wYGixr)N5)^zaL=;N}bBq<kjrI+Mk
z4;i3@e@JOQfYAsI?N5w@%9)tlgJyF?M9YBL^MajE?2e7EnE&#FFe|Ov+xK9Cidq98
za6aXVH%XKYv41mOl#W7yI8;WlF6H-=_okx+y~W&Et+lXVy?gh1OKkEaMBP@ow<g$m
z045U5GromGrPa}u@dE1bTodjX$!;ulKf*7xGsEv|>xaqJB>p-MAn!7Xe=+#sCylk*
zhaMKK!LYe0W;L7{fGS+%NHz0Elf=9*UcTfnw>@}L%WlNEw7twMej8*nuTy>kqc4W!
zt1BVjG4{7YSwR*5fQLs-PCfxv2YHmI%Om4V?eyVZb?<V2C$Sc1E<TMsY23@tc_`e4
zotynK|6n(uNz_ODfo86=>{!8DC@3{40-hmTCnm7+@hS*tdqY+U2zp5VO>Ac4JL%-o
z*ZO~NT6d4xdfq;=rgF0J@Nt{$9fFy{NAq;cuhUa2AzJ&VZu2v-@7_%%i68TP{P?-8
zHzAOKd;`?+Vn1cgX)Syju=MrMlZ5lB7|cF#_0aw61u%NJ(u@1GK4@IEAT;`|NNLMB
zZn><^@8n#YKB%T)3@y%Zvk%Vm<Ug$JI_!Z5dy-fV4ij5(o3?{#$_jx1Kf>5zM@Koq
z2NKc*0y>4^;DK_IuqlTT)!6v1L?t+3In-ivzHT!dE$&<5tLq-rS?q?Vl8c<YgKOBb
z2-k>>7l{Q^2zZ7@%is=Yy54oAYYtzZo*)GySMpj7MG8PoMHA+{xR+DUy?CAEs3N^!
zE+s*72<SqDYMG<vV<S2QC7#(s1}8=EpqRhYER+^<xOT_PvQWK+wt*C6UV?|pgt*iV
z{w^(PayqV3U-z`|r2Drb(ERA&aO^+FE`u|%sUjJj73LwlrV4m+@^u!uBA#g=kau$6
zE$x@5y6+X|!hbY3Vg=5&!avTCPiBX0kh?B}x<)O>8TMK2x-H=RN)E=S^8P(q^LY->
z_2nV<Jscx{o)&k4v4VsA)f1<Sewr$KLv80sLS?m~r&esJJFG-I>2u(S86*u*6+j5F
zMD^~A+?2vAJ|uN|jXP)xxDJfs!K!1$RQ?>gi0m@;b_~us|N83QMPxMwKmk!I6NqeI
z8sD{BXl^e*CtdVdX!$bSwOI-lJGOi$XQqc7A3M1EbBFxOiOSvGJru<k=)51)2LFIV
zt6x{Z?aigvP8*=VRuG8!p^kzm*!z_guE!LHBy>$P4@i0+$-(#^NvNzk)3L0A&>e^;
zob|fymtHNx{Ors<ELsk?%<D$myTP3<7{|(AM6rg5CZzv!e4z{~G4bsb7|q?61CwS~
zf;$t!dhUF_3D3R-R{rwUsYsS)t~fdWx9=ND+?zXf669hs^H{0^0*7<WXdgpESN!M5
zj^hR6Htx%<d>l+ydD`MT03x!$${NY<pRL>O>&3aC#;ddZnjbaSz>^gpiOBura{JQz
zQ@p`L@nGAurcVLaJU<YDi~SmUd97{oH%r5dRA<iCZligvgP-M`)&TBfHPGp7mYslS
zsk*=&!NkSnG+{y|xHx|-GDO?Z5E71~EuVZ46U8B5LGf6}&3N}pbwE?F#G#=a0=R%!
zJLR~KJ|U&114FP|XgsG5{tp};+npSQr^JWbX&Rl+7Wq`43J9see;{VT&v@<MORy1N
zTUgfAuB?QROPsJq(jbYas|(+rfcrm)Wc|K*Du>y5W`ayk$+ddD;0hU3?qr_x2;CI8
zQAl8wDf3)>DD_TXfl!kcYI6Q29{DKcIlRHp!@7P7Nw!-kkt3l9=I3tkpk=h<o>bti
zz%SXd$dvuV_#s760s_n;JwEb?MCza28a98Sw4Pq(h8{PwNG;m;Na8>2GAxfzs`-6#
z^pTqg2kWm;N1qv-^!Qno;T5qMpLDTh!zSd$jQ!x_`kCYOTr0XcND{=z?M;u5{M>TY
zsgUcChF97tiSmo0&E~xOW9RedKle{%O_3@8T#4y=)%Qm4ZOnVbi$qz^uX?wxNEV6c
zs3y`2QP-(5sB#xA$l8^<T1!CzxA!yO-dpDIH|eMJcv0TX@63!f4~e6;XY6;<O6=Ra
zh{)f_x8_rqEK7O`cNFPM=yhzc+`jbrRLcG_qtp(O{)m#|M{d%aOWF)5{IdyiW6&J+
z5t{3jU9#rf0qGkM3PrGECuQ^3N-WuXwNGYKWsec22uUGLWc`e!5TpcNKjHWLru6ut
zhAe86w(s=p+t8<GxVztU25NG|Jv#Tk{Q|XiR=O;Fnus!<@8UkWk)hL!@H>i1PJyLO
zfM1yz17f-8YW1$`PD7+HT$^_}(4LJ-XS%))o0!X5b2RN+Et-Z`YWWfj%I8xmopKqX
zUAMb9oJEx+2EkYxh<IvdMo}3fpcQFVl&4;+2T$|p_fTEaB*`m()8h+j_O{OthO#`z
zc;T_#V6*=@nQfK?RfMJL)2wDkAJ{twf%WR@%d1AdKMBHmRiIOWcBEVmB9;;of?-56
zMoKe1(XlZxVR~e<yT4QE0>A+UC1ZNb5tl1}6<Y74Z_XMY`1=+NC!CA$yDqg9>@tFG
zw2-w4ZuimC>2!UFak&+p4>k=98P23Q?rc1&`@||QZ+No#@82=ry{k7*F*khM9CA8Q
ztEBIhDpnfC85?i#L49Osn4T*x+2Qb*1fP<fU9hG!A6(XM$@R21?zRqI<pz1(YZ!-?
z`tOrnY^AunczAdb{PCBg`9`GcrL(f}o+Nhs8A9km7npQ7BtoQi;3B#5#{j6QUvCNd
z-0<vqMmY(n#mcQa-`u@-u{k#s=Vje>Qhh2ZWNF%Sde3LVNi!(SJ4P+%<L3t-S~5i9
zG(YE&XW`R?0GfK`kvJNvWF(+)`?F&A8HXpT``H>#nFt0MHu#}f=^3PlT;g0LGX0XO
zK=(m=j5KzqS9V54{RcS3${O*{1>;MBu`k?`q1uJGjNJA~^5~J{yjsrPGIFpf$Zz(0
zQQ@+?Ddy#u4SJ-!y`!iaAm<$koR2z3@${ak>m?~-zK@uulU+k&wVVZEzBA)SvgcR!
zpssG*Whd*Vr@tSfBx35tlj1ZH1VMD9A;Q;)2`eT)g;Fd3H?EyRkE~hgmg$I7&&TAN
z&WMN%du{CWM^-D(3K_KA6^=94gb#m(JTaC>x{fXG+Fd(ocp1WWkDIa_m!ByqDb@7N
zuDqrk<&LRL+{2V;X$r@++wG0g8Z9E_77vysA+;`h4{srtUKDA(8rMX{(LnS_Gn!@?
ztK~uO&o6q-C!r|hWQP79mQ<{+?$FhAwqZ!mrKmW=elYhtC_|@Wm;l|oPI#}W{9cQ_
zRMe@0TgM-dJNvVmF3+kqjE&vo6$i4tB1=mr8M@w$)I8+ipu-|PQhf3uW^Tx`&qUt!
zZPoMXK-<XVGl3JDAHmvK7*MbEdMKmD1EvK{sLa&Eh-khs5;!U7k`r54Q8wgVKC}}~
z9fEuNH0}4W&cQ1c?_g8ZV<z$}kkKfQmn^t{upYBD{%9AG+ho9xk^1&iaRku-SGXBj
zS6q3GSGL$8e%SvHBU?b6f#$sbr@}TY_IpICUG>8htimwr^`*`RP|`GRkh7FyF_w9E
zzQv}*w}bOJHAK6C8E#PfmE+*N=Uk}B@K!EQ&ZN0L1e4fK|EJYZK=;VH=5U!kdPDzi
zBraW@|8;pEfl-a%k`9i1`t+)tBLA}zL-K(psZ=kn+GF1psT9GYkCkMapHg8VY(S!k
zI#bN}Tja++MdH1d9Y`_Ps3|%&Oe8k%l0K=fiwOEmQAtbFhpqr((@D0D&HnZmfyuH>
zCh@8ge|Z5@_319PVC~VgqsfVJQX$GzMUT}(#pR2&q5fX7aew7FChsG7MxJ2<wUKXK
z!YAwtHsTwvj2y$vJgq@b!LBy>zT%rzCSg0N!2CV8r&?U=MtM(i9##Iqr#8#Lbq;6I
zq?JzeXOQzjlGs(6FG6dkt9$9$y75?F%qvvps7<a?M-P`6;*1vR-r8$CB)aGjY>nU%
zB&1RPQevzoTV0TaE0Muq)|Ndn9g+WeQ-Cf?zrLGYLLx)0nKh(4?SMOgWys?wWd}AX
zsW`98WSRRipAT|^`|X>V$<&g+OgI@y7SZ#)Bja8S0lHnD3Y+Zj@{!S*&#y4U_rqe0
zh+<6*>r%q&H3qdi^1MZ{!hautAHLu9q$I}l14J!mpSpALJzB7L`5*E5s&`BlL-YDj
zF(q0Cj=PL}%(BjrCZ8XSWLXJ*pA`04j^0>tzW`J|;mj|@Isw>(mn!4MLcp)@S7lD;
zZ$5L|Wgyk2Pdlq>H?tk2ZT9kel25AXcyGjqPS4Cru6cx7gBM;buHNF3Ln$R#|DgiA
z!+Z`0>^ZOBz6o37JyqVksIl=YmK>Bv$(78BiN>Kq(sZ!3^z{Ro#0$O3H@x0HjXO@<
zb5I$Z27#0mMP&7fo`&P{(ywyTjLL6J%0NJ9p%<^`zlUvw*gvGo1~+l$9ekKPf(oa>
zar>6kwKtY{Rk6R2G&ZS@ph}I4AUy#WrM^ywrM<4)oKJZ42=`0Q=^?$=?2~g_{aMks
zvz6omu8iYFlsZdwa+o+=K_nc(zx#M@y2?#!d5@P7`zNl===*~^7srBCHU@J!5K6D<
zh7;GhE9|J`SD^_hDN&z3y<{F#{bN#y8+x(ECtQ2tx_hNJYb9nnN2EFjS@Dr~()pii
zf^^6w+G*0G8jIlAr&!fEQGU0y8b+f(o0OjJP+O<+OJ5!-y6f>{Kbf-=dH+j;(<(su
zMhl2_zHw!Zg`|^->1D*L*&oj5Pa}P+iw%d~?ueI2<RGhyOO|PAY42lU$yr+iI-uC^
z32#pzhOOTK_d8uVAK142h;Ol^Ma)u{LD**A>-@-pHHa`EJXSgI-Xc#TKsAZAHBsp>
zq3m<|E4*ftR5XR%y=vuaO4_DTi>i+_uQTVuay-3c!>D3QY$0!zvEV`<5kb$tyk*+x
z$u8M&fi`Fp8h4}NbL0C|j;;(c*NP|rq8EP2`saGoZudi8%y#^oA1HG?;BD|NGqIbH
zHyF^=>KAq1U@wedEk?;L_Om=2ljWqIr}jH#htm=Ee2iEWH^y(X?k#YglRa2R{Fcr*
zkqi2R2~a~Y?$^dJDMPAhZzE0l;BjL5EmDCmRiF5nz7eO06h^kx8o%GT?d7$9boBF^
zvLQ;=1Ywg9vfh#Def|($Zno@eP0GNKb~>HYu>WiUS_lZ<EJNw;gB|^!dcQnug>oe-
zPkbNlal|PN4*S5<WMqBNBiD9pdK|~&G<D7Af(Bo&JYQoo?A3L?J5}e$Lqx)HZ|0c#
z3n_1kKnydi#}KfLVagPt1&k%8IYJX}Y)Y4RXC^uT$7Z->#7m*uZ2Jxs?@h$kn~Y7k
z=S&m~Ncf+jAj1UbmKaceo6m+^j}T+z+vC`f@P%9<`Ovjl&3F#4#+x-S?_a9`_}dRD
zyzLu2bZ>@8{ssQey+^rF03enqj_JVy&jnd&jJ?AtB)RfUXhb+DC!cY1NYEL3R}y8j
zUVqHN;aG&x1uuOs!Fm0s=hH<viM)5{<ux*OIA8N~5m|AW9{dMZ;@;cgLdQG}E^3vQ
z&7s>0WX=Z{KBM_M<2zS&8jr0WcxCJz!*|Q9dVH+}<K_kzl?>}gI}?o?L-`!8LhoRd
zL_{-E;nA%@pHs|`yqYx8`1~F64MmiGPA8uWYQiEPNYCgDXVx6$)6lTEG%YPo4gu)9
z>g*#^2d<GnDZre5Mv<RxD?pMoLpMTA<YmD=IEHInTRG7C8E2C=HfxJA77VbLg}cZ~
zYh^6*xqLnNrytddaGsoe!=c6J69=xl)^BdE3z<^_SF$wHF-6_ZO9s{|%?~mK(s)*l
zSbFQ<DE<O6FfXFXxa=B6r1wXb(*#4%E&R5E%8ys&(CYrCwL?j%Wd1TWfuia6fXZiJ
zs6hJ<qmee8v!Ir}4RImB|E&r2c+SPSgsQq2kbQvdZ|p?!ZZ$<&O%za$bCQ3|of&tY
zJSP!i73+LFFBRQHB4#<rEolGx0f7JSH#`Qi)b*OrQfUE!c4h&WLWvw$EzwV7xV_s7
zIM~^=+WSV@xjW}U7V4*kIKTZ?1IqozBN@h`nfI@|&v&z)C8!q}31L%-eEnIwfbeIk
zQ}EA`G&f((c7BI+lY05_dD+Zte*V;b9CKC$x8Jrj<UO9fk@_)L?9=!3bo-T<0-k;E
zvNX1BkNb{+B8sx+ib1{!_bE1vWUCN`zeY#5Zs;$3ezjF@EI$+4U6-$AeRkn7W9Mt&
z^2XWCZ?7@b-nH3b4U9J?39*v02Bw&Zm`>m{fzprnihwI}0hM@_^((+Groye5ie9^r
zm$ua1Y7ee%(=~41(86PZH|2K8$Zv;Fg%uG1Uw}mvqvQT04vOCIetyyr{{&<SQ15FL
z3hC8t@d_7t$?yH(H`OT*l9>()oem1?IuSa$>oNybn3GZ571IZOA#!F(DC(Lj+64JE
zf?TXjs4Kd{FT~vEv#u16&WF4?W{n0LXt|H-K(>R_-15<`1D^D?`)xE{GbNSO!9uM;
z_P;NJ&z6LNdO$Ga#1S!@esD1$=q+d}aM3(^*P(@FZGl8gp)E+lidehV;_w|ABfFX^
zk4}-5RloYJY<tJ-6UQ1(PioOjv5PKl*_Nc7{ey#wsYZr#q?hSnnp9|nM7Tz2N&Bpr
z5B1A$>jeN3L~woiWyEHVXnUl2NS>mG6qQ|9RvnOuXNhGI_|%B5`t@+qFG6oxsGR9=
zBeis65_&#cC;BT68P1#x8}@E2Rf;ACMCdz#nx$$DyIq~eJa67gJx6F(8%TLBrz6*;
z%|6cSBk3aq=%0LjnY}ik!Vrl9Hq93H8njmnj`fG{=wJa#49Fj@TqI)!!6{8Ge-=5}
z0$^k_I&uxX<yO)@NGht49D|KKpP~lhC$v&dM8yU=<wNaRX=mcJv__PtdzM+Y`V-qS
ziZ`02Iv(B)7awE?&Fv@T%-fvVC{-WT42*hD!=?%(ma~>c4!ZVhgp*ZJE8Y9#T=>Yn
z`PO);&s0u28CPAdg{|=%pX@2Ds4ka<b$Y@HQhKvCm@B~w@=p!C{cA@Op6}DtjRKUG
z8%yz+Nowf}iYn{QFVgoSj=PIZJNj2`bh^W+P}KVCd!QWb{i7gj9N$@IOzE415A;6S
z2PTOZ!dL3rB?^(R1HY^6+_>3Il&DPBA3wf6%plwK<#ys!jw=&H@ZwU}`SawSJgIxn
zE$8I2P%<C0hQsi;?$P)-b2g&9vQofntHc4=KW?DO3II*ED7i`fd-yrlo4KC8(vG*C
z6|GRy&)t?8cCvu@Q7_cdhii0W9$Rp={%W2Z&UwZR*HDTf$R2;QX>$EsQA-ZURckvm
zO3FPQk?)2iv_nYis03|E#*2W!aWDC8hmB3SGaS&~X6y0j61){|SaJ$?Bcd6w0OKdG
zqa$^3Y{MdsNx|znJCr2aOvJA3T-q`Mg2Km`7&0Tz{MZdPGfUa7V%SzGMricn=isJl
zT#j{EIAD!Ij9#kbxel&Z5A30Hd8(xJ2naoGT^VY((JoHjv5P*4HP0EEkLFgJc-m)C
zG7|I!$h=Vp#OeQV;nzTBTTV1y=F9Yh{1xT8Wq{C|IFJj!8Pne1-~ZXw*}ngB;vVOl
zOCIg!X~eoHWDQrRR4QOddhgvSB-Zr%Y+py&!~|691J9QMx}UcdL>!lF2~);RTd~oO
zHs|j8UAo*uM?Y!#BK~SwAz^>_()a9lyQ--Be*K218LQhKI{_&v8%js5`|)470~?Fn
zu76@es6K!w*6ww)H(j+&A`wj>c6W~ky(A-S7nA%}rrpfe+37+d)b!IGwt&k|S^Xq5
z?VBrWqz@ndbfu}HQH^6NGVr5jG&TfIi<Gw~MMj)&m>A-_BCSI95+!nEc?bv+u>Z{n
z-Qgr5yjE|p+`SHq#X%lUqn31`x-vG1syebQG7!C6-jvcd65k25!Nwirjck5@d(}Gw
zUN?K}#>O+F-UQn@k6U{$E^q``++aV+rREmWS60c|7KRK!5Jd^R*L(wI7IS=XjU6aJ
zFr3E1cO7k_P0}N-X;s=tnoA!6)gEUxKmg<@yo6^_L(P-H%qn=O0>Zrn@)_`xJtLae
zd&;5RuH43TAwZ!4lExk3D@RJ6BU?7{V0?gI7{$)BHpo}dqPBH9@(<m>(h*k#)Qs~o
zkdexIryy?l5?0JkPTG@Y_M$05@#}kmq0~IU@>KAcARs<B{x9e!au4~d|92~cQT)9}
zLpHqqUEv?&MKWQ$0I%ng+GN!+HtEn-h(_S6_KA@62S*1L%d(UJ*q<G=m~4&OtFvA1
zy3#roHD1bii|+DJOL$NflHtmr40*BL{w4FzWCz$^W9JvE?XjFe4k=LTkYYKOpPz%b
zL<<jLJU_2#myS{#lQ`iN{*7o@Xt&X%58Sb$^6;-(7MI_zsE)taE>_r5lO`X7z>$OD
z=R8kFGqYF&z8=@{DkFKOG&NE%3#cEv64^luftU~rWasB8ml&j1WpoPzdl3ZfGy6}o
z<jl(X7-!xh+M52Ft{(h{cXcAfBD;#vVEp<q1jC^VFsxz?JJcjOeoZu*mUivHRMi!U
zS5KeR2~k*G$=eY=4M0ckk7`z{xA>wrqz6)OFC}=9|Cy$IeDhlJIqgDndhgtD>tDLX
z9L|>(o|}ttabz73C7l827W>DKAM?KTW*yDfq;-h7dcdCW%9*KxASzfJxZ2DNcA7Wb
z{r!D`i3&tY`&sV~q4&`NrzWpRkfR*0lqMPr7R{9Y-%Opv03_79_vhSO<0$!QO8DBD
zuwAhTRmFCQKuqyb3k($LTJBa4t#$BVt)?P>Z#LuXDXaEh*ux6dS_ACgw)<&%uAO)(
zwBMagz+!XmdSh06xvL8V=-G4y#<v4QtYz<JC?aXbXm<@<NNFCRW#)-J=;g>Do5@l2
znuVL9?N7w^#hmbc(RS<q3{<n<)74u2U*~3^%h(!hU9$OU+P0~}yN-%6o6!dREMy$x
zw4E&>rElSB&G&I0F^l6qa1y;Hm7+nuF5d-kDf6*V)1<K7^l~)q2u-b7KeZ21u=7J}
zA77@iK%y_&i-l%Y4Jn5EjEW_#0q9p6^@3#mWEvlzyMt|XFP>L+Rh`0X=h7T~OsCfc
zg~ySd3ipPT{}2dz44N8S4!Tbi@a;Mp47@{}JHx7LQz_%Id`|CF@15QX-aFr<wb>E1
zfjPrG9O8-y{#Rl)YRtQzj<y<@+zB4vOC#c3gm9dOr3mCUbJoKs`>fe=nSp{5L(89i
zKjXgnmTpW2kN1+P@piP$Uan-0SK3MWT7N!I1fsmFg0fdx?!w$+?J2?QOMiP%^Q%k!
z9h^BwSs10n;56Tyqe|Bbll`s+c65}msC|#n#AH(W_K!N#Y2+jz0xHZ&b|xJOXe7Ws
z;jDGh08#=`VuMCgFy*#++mXpk6&PVinq-$VjEh3EPzc2FPx55#!0Bmn5m~%3+{`jw
zN@IVDLGj8<ZD1N{mlG{;`Zc8->3(7sW8<sbth?_cnQXIDxO=emBg%>h=taN+#4q=E
zt}rZGc-Lr8pYD;Q4pI<bekBH9^Si;#!oq;uDcMZWU6ND$6cq@wSMpIP`lNH^{v4Q;
zq05g6wU%Wc<#mO0)@;tGb?Cvjp9boXQwt=_eF7%SM=Ta$pHmIqobYvlr|+?%qc`c=
zrZ!*6MQ&1wxIM>pa?<*h6eg{LmAFer6O{Jzr`rVS4C$zQ1@Wl6Q@P#62@zk8!|W`d
z3a8!=-Rb(>G;LV#K(av3%jXNsztSb}z@phoh_zu-j{BC$zZ?-oVkaP+b5-4Z)lV@Y
zVzFbhJ7Ha|fcdg}+lx@L1kvC5ax<oxyQax1wVY3OIVZXjc77B^Au%}lcyJ{l_6C{!
zV&Uou1cA3DF+S-y9=%Dm-lSY1=j)p#xO`arE2&oG83l!ytF*CtxBDYDGjG%hR-WiV
z)<;D$vcN}Hc2POput|C+A#Wf-s-FVdSRPBY3{G^_BtweoAX}+J!@g^gbpfsII^od|
zRWw^>xaXSV>BWON(?lIrz~*KXrZWM=dn8^9rF-jWvNKh+RHzx_v%D7F6ZWb&*5n?i
zKz&TP%~zobQyW-SOU<!MBk)1tP}LMnrmc7yW&DZw*5B`CYoOlV^Adc48}h3b6uncX
z{p#G1E-*;I!_Dr~u(M!tC=p*&^mubw?K*DWdt33*YRND9^{SJvDb=Sl&uJ`yW+4li
z8i|okFY6O(VOrprJ@=8+w?sgjevPM-0jZ3E;cC8WFPj5}@j|=50fX}U#Wq90!?asK
zD7Sv1D5NhcDnnf}bXVchwHfWb4kmox93Z(K;l<6kkvWr2H&8yv+7W=?8;xs8{Hto-
zmyRN5NUub9ZXX(Q)$-MAc~hs|uX-;h9CF@nY}@etForY=Un;{LmC8nsY(FM=G-Boc
z-*>X9XPuq~wwH2t1YnABH9*YnPaeT=h(0HnD9sIvW{iAQ%vTqapIec-_0viXkJjuC
z_pI1xI*AMWXB(J|uIV<?zp++nkOkny@<828d1sRT46?xAztI}L4yjMb5~MLlWbEDC
z?AYZQe7QgPxidL$42Xv-OC_(B<pCv1=TlsI$5gqy4hw4Kbz<16Nn^X<Gi)^R3b5c!
zO_CaVRu`7<;#w437~XGr|H&>rc6linlC{j4-Zu%Zb9_Z$V%(2A6Ito9E9|FyRrBbU
ztZ{TZBt3h7SHwr7`Sqs_C5632eXkbPQAtrnUe|$|)#J3igM20<nrX_2W!$IPi$n5q
za)bXG_X7sfYq6H+eWn2?W?*KvOAbI!11R!1js5OA`0isFQBB_yklG0T`LY>mD%tfb
zKu!bHU?Cy?ZE7}tcz#zdq_MH|V23>uW#|=8$n$WFfkz)dr*cUQn*OmgD0|~dS7mJ^
z4}1u>{|ZDo33M}S*qwoEyt()l-)`TzQZKc?8%^8rF8(~t(Cj<$e)Fe)y#V}YZ#6hs
zns2BEGt>xZ6z?01-XwhMhNqzGPn+V=uAu!6AaElQ^oW*?pjJ&En&uN@>+z9Pl){fX
zW$Agzo<N!5Q;wtZg|?%j^UlHRb+(YSS|<6xi*Q_(m!Vduz+RLPU&sy*F!AYRXMXgi
z+?AlZkS83MZIw|xz&0Oq49eKuw%g$hJV+i#F3LcJFhqM7S$_EA+2TrR3v;GhY1chi
zlp#c(IC$nz+^Eip&3?}FjW%~&OxH0x!(v;yqOpO&L#v@S8I@$s`|rBPsNUu2h>ecN
zKHJ$E)54~$#|#UjKw+?HDSbm{rqr?;y>h0Yctm&l!bCifk9~$KRU~cCc0Z$hP2UuI
z=rsO{eR4V~&4>6vV7Hn+dO*J}Qu8EijvBzD^v(>`uE@F>c%gwTfT`rP+>??@8jxSv
z6ZJtK$D=9Y6Lt4D++|_OGy4314=&WDd-{5ow{plq4d}dzr7l<xifIH+8-t@Ob1J`O
z13k-|&yrOOJxH(a&BMl~^M1(-KXCurLX${^Q`O*Rz5jXNWG^FGnEr_V%b9KhHIqN1
z(r|`pNld@?w%g^-Jr5&&eI)0pPO(!&N^LJ5k}*)^-DrM%{@xa!F_Pq|LTy@DX|s1v
zYgo6@U+Vl-?Z(h>5};kn`ziJ)sVlV=Od*sU?#|8!-z6UjSUlCR03q}wWhCzKV4f+N
z@P86AjZULg_@CD2Y%;9GGZwgzn31`m*Ik&*cJP66=XcV?q~r+e@Ba|(oi)krv&+t>
z0*RF*yPpnw2YB#lo|4893ea+x2+EzmCnauOj<Dl+U<!HVBxTweAI(`*#SDNr#^zKW
zeim<iM!8Li(1fGu#7&&H!?4AGOQXjj>-(KaJ1y6?0Pc!(78eea%^1a9Us`#_V&q40
z)Y$(Wqs?f;dQUoy>Rx?sTrZTDbZ6@3_xP@J|K%2Q`~<6_<EW(2?xEhrKCh-}wArrL
zeq0(X<rLv<tTqi?NU#sOy30W&$LR?APB}S5^nZG8ZV#l@-64Xx5jxp(6N0SFj>zK2
z%kZnbvn7Lr!sh&~x1fwuQLg2gt_PX+^jQEl9NFRB-!E6b#fav8wzzk8G=g}cd6Z+w
znP>Po&p^ovktD1FU=W0q0uOR9j%>+XP*EMOv;ok&yXSR7La?>kq`iOg|9(TxIeY8=
z*TA{dIy6D`$Son1ZI3#_Z$~w2ANGqmaQ|X^o6l(_-fE&G7+AWPl?ngSB)<Gr8@+Mz
zFPIHE&9}~eXv=23EYFVO80Oj;xtbnMYBqsEZ!5@}GQS;6E7AFxl$;y_`iGlLFA#@7
zR6do;%r_0MNfys2w_A&h^-}*YhtypO_|RHTJtrjxsi1S3{o8NNGRihi$pRJ+)YO*o
z-1*1M;ge7kS=c6N%LYd<UndQj`1(3Yc=Qu)Zm=$ZIhN&gL>D`+X<*jmsV0orPQXRV
zbf%vI;@WWXx=oYDCV6&fvU+;fzAmR^PkzQ0?mscT?H)mzQ2u_=_XuJ4Lx8!*_(Kcc
zA8PdvCI3CFRFp^vQta_U{#W!C4&;T+p+2X+E57N%meqK5&sSR)wSiwynO&b_n(ZR=
zNENcqlq=d<oxN(8)9NE+NMUm+>$Zo7$I`CGF5fy*GU?LD5=9s*Vg09Yy<6uiiF1A)
z1UftR_92j1;4{*2l(rWSit_7PZm<0+U#SoaUA}Kx^l3PaLDr`;w5|?)@&~d=6_XtF
zg@k}^s_Yjuu$GXD&*d^QkZ^3n>JJB7$6C*mE-+C2OfEJOHyMm#I`+P|Ky0FR;x-NX
zxJFD7&i;mz-^87YQ{NLmp4Fwi$J+@X|92prFL@}uv@}E^ZaB+F6&_2?@a_2{z#20M
zR(;k7){naGp0rLK4jpQR1oj>8Ma-f{I}m5SOtE!H^=*Zp?_oLy<;Pbt^QlaxY2`>L
zR}wn|r*do-BdGO%0y{XcwwE2#5NSq4sZ@|p8Ip;soLqN3u^)={>$El0+9*JeL@V2j
z8A%d8_Q*z(Hz4#4tW4CH>!Ni_sKaM!M|Me~(v+;;Kl+wq$@sX#*|EBqV!OoZ#k#x!
z$_rk8HsiiNhRZVa&H<o-x6_eaR-<Kv!bLQ=#>PDGSTu6P$Gm}9`Jlm9KlM7&wi~$?
zY*MEu3>PLed#W4^X*fiv+lxD#wW6^JP>TL_#DA7*fVU6?V?Ki|2Mg8PaHVGAbWiHS
z1naA<1_>1@j?k3;2W()o&{Kbtics<J2-0gjLmMxqvIki)nL3=HxExrUIA7P$MXaC5
z>g6qyC44%R@MU=b$4P7XH2bA9ble(PL5;nSMYPzfM>y{}-32GhdFhL$(9%pBch`C6
z_eD@-R@V1Vz;ro0{F3Fg+BsGeuDM>FA!RHWQqHF`+mINRqnduRAQb!h{QT8TYzwsi
z40dgB^r|8BlYGz$+u*DZ{I&cXQFQ~`bVaCo)ywbR#ZonSkO)@{GH&4-x*IguWAfnH
z#1I_&4E6w+^vMErVp{&A6A!!dH$VY^!klq75;vKdzSgET1a?E_>NUB<!zEU{5gaS(
zA^aeH2KYfb8M-h@xLl;Uu*}<^VO@E1h?Js1)_1!=yVSpK;4ht&gGO2#wt8AhPJHIC
zE&I<rF?`SJOHoPk$oMPt4$59fP?rr^*Tg5^hycdik7)~&ZH(N{KzMY^0^B@30-wdF
znPOyNFMJ}n#xdfyg8YE8YwCo$h&*Vki{+7{dOSYM9SK>x4CFHv7ga5fmf@Q}dZ9CD
zV@IZF$?g4`(v7_3I`#vQ{L4SYVv9TfVR<D|Y#U!kteP`vM(cC<YNiuD9u#xuLI^h0
z^0i_!%}HIW`-k<|+np&dfP)%1bh+=JA}pnJp5G@nequflz;1rg5Ay}Jh)|ACV|m@J
z->reRpE=0PG`QmuGkYLKl$98eLCc~MD0KtxMPg=PIlt++X-jwwNxAMV#y!=zlK<k%
zA~~_h{crYi@~#T4sP^68W^>Q+sbJAX?b>YL?hOc#DU8<4@jad_h1&gG4vMOGhS^TR
zI}^xs3W4d5u{$o2H4&c72<#62->;rMj`_1#ggP}2lhWHD8~4_|aY9C8ZCu*Y#3S{c
z2F64X8#b28rOOE%AxpsSToWnxB2Pc?nP|!<tHe5zs2yiNxZJJm@1`yGVu7^j+fz)b
zLf7-Yw*v2#%JpsZ>NT>BZ(@?GIH?V!AnoecM__4Q*3d|IyE#xT8{Nng^VV-8J=yEn
z)jnpv40=N?>M4sVKreV)|1rlA0y{2E5?^+1*&&s|hmPDrB7#_nAKqLfn%9-+JkI$s
z+6%bEG_bY5l0lK47MoQ}IdnI;tFlsC?+=pC`^v?k$s>y732B`pBMw;Xi|u$B0`(ci
zj}j`wNjOMJFsDt6tQxWopnRbFYjCnvqj>yxHbtsNR^#o%<{dy(h}C_JaN8f;Ke5;=
z1uTVLxrs(rres%m4HYF1rGQqE)i!RlWWC7G{aDA)-Gx~TNN-SSDOs~IFPcMR-7Q+$
zCm|;#GqL5?W9qX%4t|#-LeavxYJQ<;{+-q|d82pl)?8wl)=y6Jd^<7kMqpm^TQ+h;
zlrubyUnl3(5fo<8MJYfouQ;bI!kf9H<YAPlBWWmbL=tOyDv#nP!f^*45evGeA(Fla
zg>;3}+D$#+|G9usR~H;Xo{(=$!tsI6@@aYbvNMd+FmtDb#$<Mp-tYupFTg$<!Sv`+
zJJ{iIwf+D72nvqq&yaQ4!p-BrWaCCFCux<Ex@pr3@h#FQ1BqO*XPz_;zrGPJEysV9
z)JvkywjXdxI&Y`VMzRs*kZ~vp=3+t1my2jPrtLXn${7@WOmBcYO$h5=^5xa!E8xeL
zx;7Ko8hsSvVq+AXkpbaWuKlOfbRNpxBez6c{&3bPYCZkk)l4^e=oQoeGUE*S&6*~;
zum#O4k<zw|gwW8m4<Vp{-M~kwPI8Eq$#R3qBd^;zYTNYUm>@tXMCt+2faaz(hYiRI
zYu9CDi6!$eK<Q<@c7F$Ga~W_JUpU1+s7Y<wA5*u7z}{XQ(Y`pnYs}Bhsu%=c7G@C6
zp{RE$-~e+#3^b3Hg;AAxj-$af%vP7xZe(n4tVW{%1s9GF%8+b@;!Xnx7dhuDyLxx=
z)QCjHVxsX2FxRLJx*a%VgNxd>#$@GTnS^;FHV?j>>;?;Kvxh~?ct(2dk$Ll1O91}|
zAmlm!7v4oxGXRibt9+r8yQ(J{&T-KOlElZXc3so4KlG@MiiyH&`NSGPM+SRc+nSe1
zdX@g}O+cc0lHeK}Er3RGU*3(<EAQ|@9HwrA-pjKC7*W#Wx<Zt?5IAobA_Os!hv6^n
zbQ0TMGSY$uils70ftGdujXfT4T6eM1xhW>F13!$&)WrW580?C#&hKJkj**YI1fe1_
z!ag#0<L*EAzyi@|=x(_)^0)V>F8!>sXG6rA1Zw@I9k24D;se|taJwqbmnDXY>b3TF
zvB=HWo_gXM`9f&Aq7gt%;P0#BaMP$&5Ch7I<;L$XdL(Xg&e(5(pQ`NrB3l2oC+pzX
zCPwjSL#<-Ma4HcxK==yr@JP+2fE<jHHvXsW;vsl%7FI=+h5o_G@2A3T?RNl)&Sh{T
z6=QGczNeZ2SarwqKR%$f;Fh%(ZhN)CpC-4LgoVPi?ZeG*T!{s6io<@tokk0({8v>l
zDnG=An$g#|X<nY6ikVp?><HKZATIW=`D}RJM;FBke+)WkmjpRT@sXCz{&^z}%1Y6<
zcBB|Hcr2&*w=04zpm-abQJJtAX-_xrS(qKA87n#WqW5QaIo1C8=XH2v4-s_v({pNZ
z7c9FJ9ReCzSL<=Mh>i|tATWeSGdzFt0gsd`vU5~Tcp31ma7Ww0p&_bs{_DdrE6_Ot
zco*dkRwjDaeatG*8g+hXf=^BTP@GWzq26MQO!X^gZ2rJnk;K5*tJ#Lsuzg-B>cM2&
zDOcLL`u(r9QlKSB9k6#mUlFuXe*ha|0)3<J-)&C)$Vds=(r(-FE%~+*;_h<fN&VRQ
zj?Hp#mVvI3Td0y0irT)8$~{;WkwCR}I(aqP0O|o)R-Y{R){>dd?>s~)KCv@D-mlV{
zD3&V3-vi1JS(8RE7E=%#XRAzXhOc-KVs4xM;ZIm_Sohb#G_}?ly326%N)z=;&mSA2
zOpJ<z_Sxo)q)o4ugJ^LMV05`);ywe#N829Kw5?;|{d)9EXX?~=Cequ4v2R}|sSZZZ
zkr`spy?BUs31RT^1pPzieHEc_{X8w}l~s}_S!IY@PKbvLGX9{u0?Z4E2z&Cd?A*E1
zP{++_MsnJjUnT3P{<wLO2ENVgg@e|P7fDBpko)`V>q2r&(#0vd3NK#V0$t>&j*^w}
z|7_>5^3b5>tLzMGAtPHT9RmnJQ>hA!i>b^=UL<l(?@SxJUfMv{nW^?md~rZa#wwk4
zp_VnOb5%B^rb3pzBE%2R5N26fYuf2n9?C|>B#ztj+%+20|GPKv-GBcoNwrkUWeKjE
z`*EY7#lTKb`QGKnS<pG-Xj|azf&LQFTPiAma#x@2rF0`IDz$-_K+%DSC~2RWLA7Ck
z`$}>9w)dy>0cnnk7{Jc`RSNE1O|&3Op>y$Lpu5x>he}6IMka29+{`kTpjD|EsqTy&
z^3q~$(f!h{%E7$F=4Z2CDb#PrNvn`FIH4~jQ=IOVk{rK?OB*Cfc-uh=KQdJ5;lGRG
z15goqe%*0D9;^8)D%CZD?k@7nHOkLCR3AGlk@TD&BdpW>OEVHXVVnl8_`qinP%H9(
z==$rhsKPF49L7Kqk?xcd5NQx;fuWHWl$1t6I)_rayHkdik`fq7Kq;w_uA#fT;dhTd
z&+~rodtKl83ufljea_kUUTd$tj*W45%gl}L&;4qdZ${$Je9jJCDpdaHF@pXd&~2x4
z?S;g^-0!#=dWKN-E7D}cB4BcCO|`MME%e8Dl?tH~)%OZz2d!8td03&ZK`8^To&%nt
zmOExA!wzVus0AaOqsJ@J{}N=F@qqVL_0qG99ZdsJxYGm?3G_#@3f>a{rWE}42U9B-
zGgCCj^XXbbW2W0c^xMF-EOU9#&-k;1JcI=Lyy~}GP!MH_qAl9JU%VYYruR{W7JD7t
ztH0e2i)hW)#30yg(EiAz*+;2SLmA}WG+kqeUiWMEoG+pudY1>U${rewkDmd`{@ZF2
zxR{$0PAH|xH}$6#xxJJ93;8n(<*OS_y9Y<aRDmX|vt6kc(>WEZq!l9<xzeXcHLjr0
zB;n|2`tv96uL~M0e5zk&DZIfyS;&aF@^Ve-8T=lm1#bpVD|L|pgtgJ#uN4~c(hSsJ
z{DFiDggz;`7?V9u(Fz>7n5ei*T+oRPk+J&#l)-k_9wDgmBH|If9WSjaxC?3>l!Ga1
zXuiC1e4W~-16mwT9-bIp`pxY2jpYOBo%LmMY>=+f&I-jmxL2m+6#;c0)X7%<ufw>r
z57bKDP`TV~3;6!GQMA)^TKRYDZ=13}Z8pPS{C8B!8zdYV{=hU9RPMeVNwyjO+V<CS
zL#pe?j!xfv|3~w^t4&hpUWOtnBRu0^Ckq1t_Y*x(0DkYdqfY}4n9Bxf4XXPnZ;M*T
zHDCuptf1U)h({ltzIR0;K;UfP`0>`Qrq16kncLF##Q6B1!oqa_4Z!MM4Td>KZgT#w
z44|;4&U^`aL4gU1z{}LU*S0UN699R<H(XQCY1hN^JpEucYh#tBo^q+11-Iq{^M}!=
z=7VR!L1|rKk?@7={u-32$6~^1Fo<^`;-#19xnKc^5EvPm__uM9{e1^g!S(7Y6NPHR
zD1XBE%{5fsz0JP|$fvDI4w(B1)L9<#eSgCszufags^>=8#?@`lndj|J-<6`qvyR(`
zF}wTw5TMteYU<6uPeLXzFUK(B76jG}icm8G0i5|+oWV*qIJv)V|G+o}`v(XC{T->9
zcAZkm+__OH35*~bkB?`j_QTxykz$Nb|9nxp+o$VzRhrr{Zv%n_fhylebrV<6s@UGp
zi0A!LH1sv=y=>*3_UFloL7mA`ni$gcn!}(AssVLQ)*U*IXn$)(S_zp3K{L-8-z@}a
z{Vh4#3!HtGP)xnzZ)gxMKfY+$UAl88P1D-?*5#FF57K*U!kCovi@-y*^eN@k`SP7v
zzMcyhiLl6-xzvcd*%B=?FrL6l9H>!Nx4JwdY;QcMT4h!;Za<_Z6|^Gy`uZVCcnmsz
zqnR==#6c!UM-MDjjJ|{V?|+)VzeF?KRZhNG-B=;M!9Y88*AS~JY_;Zq9EyQ_jmLcF
zrM&!;1UBl<c`1_Rxm%!f3)Sx9=YOvvD0)-ch*dg2+E$Q^#&Z`KjZ~lv3Y^81W0x8l
zg;fhiUS>z@9(y^7XOSE9-Q54Zg3Y|A3ly4+z%BsjQ%+sw`9WrA<Ld{3>~q=Mvi@u$
z4>T7VlCS`34Z!A1-J=PAg_<Bu?&tS282<X&_6EL*rcXT*qW2!m;A>M&=@EMM?Ai89
zoFE=_%`3UV^ctWz<=G1Zg_0i?Q^(@b!<4KhzaPl<cZ#>S>FU<nj;=N}-*}OCb>W~U
zM?|Xfh0_OAb8AaBKj%qkqOP+zhCqAL`({JLxuk_kV5o^zmRlv0?d4B4RHYiIPL{m~
zNeE_U?&fkUJEq~kpDDd}eC7Vy5i1lWuwd>4@v*`uKk)u~!b8^Yjb^SvpLijQ#h_U4
z`7=|gwVa^F?pgxV>pDLDX_}s_EZUzz2S`U$e5KY7(3ecfE6EsjOCs#jQfm0c4hTP<
zAb;0-FcKZD@9T%u0fU`|R`k)G0hyQ6+DqT;4&L`@H^?{=raslML_<3u-f3ekXT#Hg
zo8b5fId2l5cd*NRYo!6%2f*cMXp=6wKf2WAUbsDdQ15I2Vr1twxY_ph{8o1NyuaT@
zvz~%J2F*y(?(djD4>MSVfS@aYh!rOrG?gVCz2-n&kD!ob(7y;2mG6Pyj1jUy?}fcd
zgSrb-2xz2jz7`FX+i`6DQyo}-)9LgqW17T}_A@Ly`hjFXsUO3wj0|evXVAW-Gx%s*
z$gC$4SldV)tsA0rGr%Wr^+%3LX^9ZWY^G=8-gJ-XW`Z2!cheJe;ht_8*>7SaH)N6C
zqd*}YvpF0d@&l+gRGNY9j%u2;tLuA@^Y<<dSI5%N3`F02A1(c^tl4ovV=b}yX&IKC
z#Kyxz<K^Ws=BFF}eiDn|ddfe|N5a(=t%OxeV*I6Od|GF^=k?MIsbCHxa1k&%k>clZ
zbfqkvk-dX<d1)!Ezd0V|uc-742ylU45vr{ZSp0mv=NTC_izZ9{Kp&Y=+hht`eWRq1
zZO9~zILFcb4207dns*-?<hHL2g1*VcL)3*^MWn6{u>iA*ifl8H6*`VGTpS(;pt20z
z%N7iYFhR9x4+zF`ebeG0{J=|kbFNNI<;^4&JP@U}dvGAFt^Hi|!h^!&s-b)_@J&->
zeg_r>USRQ!v%W#yIcJPD>9ufV=WE`ekRP!(9mw=RE!CNeJKmXTo4+5>enxws^YZOo
zbUYGWi|OiLMMih0&_}yJZk0gAFIgrYivLVNs#%uhXuCYp(D^uBQu~F7Wfn6;oYN5R
zwn<Es$k~<n{S`&C<({78<eeUYoza8ExgL+2egT+-J#vM|4kJ(h3Paz0Lt*oL-rB@8
zFPJ?vh&gLdC<OJ`LfFS@?MPBmC%-vu=*KA+K_n%=)r;Wbsm>?!?^qqK$A<&YVk`>H
z#SJuLb90i?W+!xNk4?{>+G{RHmpk#z8SQAsFBOxyiAzeTRxNf~Kh~sMzu?F3YK@>e
zI^At6IX&ywf@;vdEkAFw+1+&5*qe0cz_P*!y38$jeE;J|Dhr#P*7VBo8w&AdU0x^3
zubQO<dI39OR6J<rnIhy0-UkV*YF58{dtVMV&&U!Ig1vMuri$LS>|UL-xN@lpEFRL(
z6_~?lA&Slz8No&{s^Fi_X6o!-h&6;Nl(`b}u)8Nslf?G48eEeK2&|!fB4B!C`U$ZD
zT{1W35aLQnAXjQ3W5ViaIyd9xt67M!R3_4kvEk#Zrn{KAVS8)`Op|^bQyq;}lwh;<
zZoz&(@Ken`H(Y4fgZ+M-*!xV3_<|w@Vf*FLFDW<JZ@ZqrjqkK#91mG<uDL{~YYB#R
zHWbTB%52)B7oP5hPG+<bD0}&(URPpj={X4#vk6CfN90qNHXlR$)Fd!+{cNZCVj+o=
zi@`Nwr{o9MD?6@NTV+wP=@BPl=hBWqVEQ0(=JnquOZygNV>lZ2HSYUfF&im;{k&O}
z(i#R*UO!}GB_5_fr)f7SVu=)f(3GeO1a}u3se5aAdbOtw*`yhmQAK5f)MwF(gd{6-
z-K-IV>7!Fq5q*71Ik~yBwF~zaaudhGdu>Fot?ql(T<TqJHx*(8o|Tx|OG`^XMSC|N
zeaCKDF7RRL6Rt2y)v#BoO_DDB^~MFj1pAiG*OOUaoF+WIkdKo0PTKirlDsQZEZEq#
zf*_|N(O;f+cK=+g_>A`HxQ{)}<)@(!E1d{iiN}Fpo#jl^o!aAod{u*)u(Idgfw9Wu
z5j_3xn6gdmN64}V@|j8AzFkXl8h!x#okfa?S@F%qCU%wk_7c-zq>R3j;5qT~ER5&!
zs!=UEC1oNi{TFVwg?*IA(442;4D1G1_Z26EF1es=B@mklp2{wED=_g09nHi%7qhfo
z07vYAb{$;BiHTq;p^d$*h^xF2Cuirm)_wV^YNy#@Eq*#NF#=@~JH`k~p&v^jECpuz
zZo(m<`zpF|fyr9b9B@iHWh~}CnM~0-S%rt$YcDA@FPDrFjCgpA!cBvq9T&`l=+%>q
zaq&kj3f>nFq{Enr^{_!8&pYTB!%t2wOcEGuwh_Hp45e~it~;`L|6XPWrn_ll(H_um
zDU~QiteBz^5Z1#>DGDny49Y4keE__NU+j0{7wfvQ{TXbd)|4yP@Kz6W-*!iDZoZ*2
zF)hy~7Rdjmg&p$HVK2}?pBWzKXWzr+`|a3ZCWO5$al7%vW2$D+X>*#Qr;j&3Qxv}p
zyjQ`IEMd2e$!9CX+r>cG>Ga*A>F%QqNLN99Jp~WD=UtteElDVp)UA%pb@v8Iq(|)b
zjE@gJHiAPEs!eL1)`wO!<KM<IYo7Avz&F@5Xwk&zogK&Gfv=oXb+r>6Kfk0SnH&eD
zl6coAeb>uq)>Cm~2xgWF2F{F51oG_d>I}buqd>&j%EZUcNR#=Y*Z{*Tikf%(du@s(
z^>a-9@7e;$LA()ikv}cd$yhkC=p6X*8GUtHh@#Qm+<5lKZNw6;o6+e2U9s0%e(hrG
z9`m!#_LQT`I!u7o@mCh4QC9(f3N%Y437v4PZZ0ZQU6mFUQMe!T8qNE))GkDjNF^>P
z4CX8U5LgK#)&stQrS&9@KI?4mki<DSh=IKPHO5Gen<sEWz5d2MGW&`@Tt>2Z_l`JT
zT009S-0a<XcC&!{4FmXQ|9eNk{e+VgF9hPnN|<Wi%8chsQ2~-XO-aUU#PQ1`w$=9d
z%FI9MmCf5|z;GRLvnw%WyMc*Q^f18og<pt}m*2doTSlf{eKxgN<_U?$^$ss2W;5Kw
zMeOk2SIgrNcKR&Oy<V5q*Ky&QH{H!Q9Q(c%e~`5s6N8HVnfuvX1={7<9g3ujMz34q
z;^PDSALh-jh#3USP}e=PwLuEbozk8zw9(AMEuRFl|4JmEaGA52w3Z?fluC@@ocN=T
zMj764S+ln|`Wp6Ij(OoBM@xaeScrS3@ckQ)<3FsK3v1>#OJiPfq~AYIhgRR56W_VF
zn4ObDa(>(e>|UOhrXAIq^ZB*06r5(VFmGFK??~3KlXIP1Ck~8{FWH-RNqw-9R?xX$
z+U$_Ks)n!jBF!hnAkBBa6}*MaVLh_$V8)wf_~@w5YT4mY7B+9ZpY5;T9HH#L2u#n;
zlDvJIMW?Jso1}a6uE_=KPY-PAX}l|_WHR{(U4+kY5V^G<&T%^C(~Q$M?uos7Df;2V
zaduTzqOtpvl*H$+7YZYrarLC9>;o5#UiD(@suEr9@IT+SmOdI0r1ab~3<}!`&1^i*
zD|AY|{!V0YY5H*g+?2jq>t2Y=Q9CR%ZOy*A#pwj5rE>LZ{zi8!?0X-!qth)d<gVYU
znn#wEEZ%mCL&7R|O!p<zjKoo&Cz3|@F6Hz0XriZ+X1dTFOuxZX!+Isw4XsaSiI*=O
z$smh&u>LyZq5qt;v1tz>+K@^VCvG_WV-8c;Eg2dj3?L2e9NoV8XmqnHCa?cA!+nnc
z@tX9*2kVx+Mz*oTUoLiAu_?sg35^<VPHcWTQL~t!74ci4KmVDe6&FEba4{7d<FlGJ
zD4liLkS#1ySyx9@X>-9t{f3)J%3mNOW9$BjSRXb|hQ){0ymYM4b|c20uBV2cdrMk-
zSKd6);iRfzG#Str)Lx5sdKxASY$n1P!6U4sB*;+s>sy;$#kuzR{pXvWnvP@-%$LVG
zXoa%zGIzy>BQOL1P(I)iO#Y?6H+4_=WHd5;G74Yjh2K^^gVhY<1J=2;O6e?*byszV
z8GZF|qB5Y2qWb)rvfZKVz?{ZfU?mQZS?od<VG619-qJ=ex~?2P^Pv3D+L6j1TKbd6
z>mgUu)t+XtYw8R|*n6Y9H!;Wa20KrVX$I8WSRw*QWy043U!^*8{j_-ZE8k$guD=Oi
zPx><8*6O_v_;YoRcWP@fEC)Brk9i)_JRK-|SZjxtbBN1;Hj{-e#4|DVm3w#FAORvq
z^1KlKy!?j77+o?93BRd3`9*B2NPT^-di(OGEuRz=bkJn+^!_zJqYyIQnKDR_tl>_K
z%U7do%xjsbiJ_vvpxI+{jD_7|)<sL-?itc!LBVR8yn%l)&8=Ow;rv`0VXA`P)n`Gd
zcN=Wt?a(hJ=MnT`1tG?AjcfgC<Hb%RtEpNAN3z9u$k`~v-N)1IlMOuTpAI2zfFKPD
zVvgqg|FK_%h&<Cizn7Qha5sWXOvRA}V$$~3JnZL;fl(r*2ne<(?4mRdHaD#Bdf%ga
zJA+Chl)zjW1b$Q=xM(~##3?8Uha>{jPmwLn^`GrBkW2m_yHp6_Qprh^bmNfELoZ%U
z)D8xNW4phd`?A4)?^eg$I(u=FM!!2CStONcB<Jib2(SMPLMI{@RpX2XZ+={Ux6||l
zVTy})Chg@#e7s|WinORjRn7PxyMj8YpdjqR$w@y`oJL=RJ|P*f8^XY_FpZo5^?|9@
zFR9VL*;9jti;Buk71CGLo}D4;WM+3bJlWwW?<u<dLLVQi&1rYk)Aipa@c$a5z^U?C
z#>@R<hp6a`r*J~LkikXufQ79Z{!sR|lc!Iw@BAGiI2@eAL^2pY1r8oC7Wb(vJ`kWT
z(wU;+j@2e|kQuc<gS8nkpNR=5>YPvuBU{r$;2jne<RKT60MV17tNAGc)TN93YFl&=
z`Q;bS`yXhV%T<TMN*fD)tqQoGL0!ea>Icb=Z$<Pv_>8<&J8CVkbkp@T5XtClxHO-S
zPn;PGYPs`}bA8tcksI~s&)0fbDShltgnJJw_}ecnbrrndg@KqIN@SicAn(Z1G}7#S
zmn6-bA%Vjn9K2pf)lneN#3To%<@IEJJw@eB5<NUEM}w;z-C@*3@Hq!kduWlTB&<%4
zsV+aeQo->-f?Pcb{hyWR9m@jZ8_(XK%okXeXg3riN*@oAYW$gS$4$1)H$Ipzk&@dG
zcA{G6leY8)FOHwF2??<;w=vjvHnK_*p>X@1Af;!i+K14gxVwMgP`};NqruC2czM8B
zrvNpirc)<|=&`bN9F7c#XG<To<-Mv`QH$Y#6IOgNyzcExZRXu}dURkDL7vz#bTYiK
zmqD>3OvhJfhDVn>;;r;_xWEfpR2evZ70fL9=(R(3=|MLu?~27VzmRn`bz@_ia9~gj
z&cB=1B$$ECj)ByoDsm*rqkkJE6r@RhG|#e9M>eY-NOaV9K=;m~N`?-d^wxo)*pe`R
zn}c>1q*28<XVZE5f>5~RBUORNW~QtCnJG+xmZD1H)4oW(ahLqnrSB#5kfr;V%M9Na
zkRWBL$T|u%0m=7WUFbM{?QUzfibfnOoKn3{?1uUB?Cepk^9TbXcUAt?D{=5Hi&bu2
z!{@vCX)9)55Ecd{TwsJTbYl)$=LivuV@A(aP~YGxQ)vzfDSIkgrqdK`9IiVlN}KuG
zt<QcL{47`^(tDTKxMYuqwff$YfI#7w#}qm>+eCT+xZ0nkoNARh3JOS^tL(pz-je0$
z@9FJ@NE#P0nIpv4f50?faA|f%H}Tt>aE+7{wG`%4v%?APlLeCsh)Cmh)~5L<CN0uh
zAp7(s?_fv~y8R4IW))9mD*K@c-ymiTpEH6-sE176LQ^sjiv@HU{8HxdNV51W&Yef{
z(uA2yK=`y{xOO>YAu55KSPxU+S-~w~`*y$V`*RD*-$U8yahIpPo)bTFm2xD@OMmg6
zS+lH^ST7)JY6^?@d4>AJ=u~_AKT?UfuF$NeH{xOex4M*#{11Hyl^Dzq**n`a;2>PO
zvIprA`ZDnF5S6e|0T^~?^M{2MDo##RfjG&4=IbA~IrcWXbH>Pt&tyfCPM+c46wCNR
zPTPL<_hynu3AH-1rXmsvEoq!KS;A@@eJPUHV7^q%tK&QE?W{ejxgKF22F$k9okinl
z6skj^ju4HA!chUc=kLUd3r;A99I7%Br#;hMuf1TK9?W71UrCNvg9<3s%N*vd9$$Zh
z>32w%SeC35G|+6EQS^rM<!RL;tCJhUMkWh8EPL6u-c(vs^a(oUtg78s)^-}r;@~k}
zchj~!Dy{CbO-Zgi%BZw2MQmibSQm@*j##f`1|rKeH$q?gl03=erYu4tpDk{FArpbq
zs13FPGa(&BZW2DGzwP1}ezAc8JxEaN>c}iCWP6m@hzN9`!lg-L_)Z2QdHO3u<Irh>
zg|%XfL*c3nUyqqh!J>;X0s0J)1u}xHdL2jf5f&lR?#SHfP<O}Y|2^d<)|?cCAd?X9
zQv;HcQJE|F``+*)!4F&68D+@+GCk(TyiIE`1|!J9?2RmY#m2tiN@Fg9cS9S?tAuAx
zhzWHY#T~w3cPis8<Es2*LEoGLW)k-kYFvBgw$1Utrk=3EmG>pX^_nyM1n+p)TS=8&
zq#IMh^l@0-$r_#aoTIR~>o&erTzolfZICq3J}8MG(-U%PLh2TMhGd^<3i3Y9OdMY^
zTyi4F1&@J~(<|6-*%u&shz^~pjNek-$*^x4(LG8U5m<LxcXyTyg;G&euMgGd^XHv3
z#5o)-lZ8j0EL!`k_0skB`FCG*+a2kaSn{~9hyR)oBQEI+(>y7^m`IvdZ;TusO~j9!
z^8A+d!CHe!;;8z(3EC6x8Q1)^qq;q8?2&+Wp`JjV%e{IL{AdC-DU!bpq}$OsjH-H=
z@uSklPzU;Goo6NLeWUdpgX?((Se=Dn#YN9}qjbZcn;WJp)!>O8KA7@S+DijI*6nfA
zxYdI6((=oz&Wcst>(t$|U+hcH%i&FLMm77C6H24HAAiwg=2Ua8x9)%x6>n!@%_i#=
z@hR^Je9cTmR8MmirH%dWf==y^4bsegCF=mFVK?Wsi<FayhCW63c&;u@vWH7#R2tNK
zsdl`wdikxJKGb12^5~e~;p5Mqvu?{Xr?`%xQRj6Y!O@2c5l>ros69Fcd3>$5(|Gn`
zQ!`rBmG%8qm>J+{N$mBGbi^EPR159#A?#A>U}`6)AmI5~kcWl!!T<hBX;&DlMgda6
z^E<K@nWP(u6f6-u%E&%<Bh&kBu07qcPPVsArp%_V0MN7ezDyD~b$4liHWfC#r?o@z
zK^Dn0LAs#i6?`?Er7T>ZwS<dx)c%q5O>s;*H%0*wW|(5_V0mefzN4n&I@XcHb7*=`
z&oGqASZ`z4I5*)j%d;Lld?Stfw@}x>*$v@@*dzn<(=U$*&5X+AQKgL@lN_vzLSJvC
zFgLrV@k%f`9b(+kerxHkzqQw(>4l43xf2*0m(~2{vxL*jfz^r4q~UL{3h7GA_=Ejr
zj^Rgw>s#iB4TmE-Zqu?@rnCL4<>^<&oA0aGH6J6aT%?QiDAT<@h8-i|d5hUtyIr(G
zOVuL_Z$_22jDLpqg{<=!iI^W9jHb#!2yw2%LD&gm4u10><%~A&$$h5bIf!Y2nm}Gt
z8PSI-Xj6K*>oUAfrr2{cV=i!p6#@xv?Wb*&?Mjn0pcAA$KdZJ&nQ8qfA6+qt<N4l+
zJdA0~!f~d@wV^C^Uw|buH1o#oMQ(QXLz~7Lviw(~ijFJ~I+%;|u)A)F_&RpGuUqmh
zX&+H{^BlFOLG_)NwI3Y`*fph!OB^Bf1Br(h`Bwlf@}PvC8G6#!zLp>P<1bt>k_WuU
z3qXOrdUcJ3xx8$~@G3~vB<SOIN>2fY=?hgGMQr3+$)He2w`ZdrzfYR8Wu?$)u#-|(
zpF9b)N!<t6kAP~7!0Ef@m$<_-#$7W$j}@mk{oQZPRzi@2HrzaFh^eV3aI7}lbm1rW
z_daFJ2``BpRa0r!bA~L|Kux?Zi%IHl3FiB_NMDSJNOF)e&uDqo4bKfIk;t0fmnpFn
zlT}uh`a9?1$7p_2qC%^JBR93*7Jo88UgiciRlx-(9^DsIttT*#cIok3F21{whDn%0
zme@R`hn0?bTkvY)&A9q_wdzI+eym`DIX~rUyQtd|k*Xe9@Ale=F4M9bUK0cCXZt@#
zcS8Q`FJClAf4QD<@scRNQ41CP#4<0iA;Kg!gmRDxR-lR)%Engv+7@7TVps8`=EU~5
zfx$JQdY>pAE>(w*A{8Yem6d~<@Ml?$6UTilj&+AWwe$+#yd>G4P>O(z{<H1T>ki}d
zut2-*y6ouKSX%J(b#stMnrG+%E{cW&9!G8Oz@ws5ZvY@!FZ0V4(^_^-G;XA4RcrFz
zHVcfnrs}&>5IgN$FgEA9s*5>cBhHy*RQ>&S1<+8XyRn2F*==bb!5zeG5bM@Gs+9BC
z<3^TaC?ESW7-P7O=*6LSRHn?^x3u4_3foo@SCGV*xGFf`A8}||xS(wpuJL@uL^|%v
zNKQImD5TwIKx#mq8L@p0fzbU2P1x~ZmUrEf&i4)TT4;Ar-)5OV;+d@GLfnjlR6^BC
z6V9nU&ZN1kETZMMrEy=Xh;MDrL8hbma!Xy~+8GXjwGVe~!Kf-%(3C5+b@TJ}(U}j-
zToyN*N&;@ANbTxmTIpDjL|v|UE4A-XyWX#vhQe3vjZ!?iZH2FY%G92JUGO*wm~Uvn
z;^k$KVQM#d;^L&CKWX|ru26I^d?Ky%7u&eN+KT~(ra?`*1Itf%wxz5vgG`#Y=1f15
zn6qS#4!%)XXzbuEjy_@hW#Ik%E)2YK%0&#!S_PM{As@|7b2GNLtr3hrO}_KMg0?@I
z^{G2^Xdn+1m?U2+q7AXM1rW_`l$~(?Wc~yn%o_YG?IyO=WLD4GKIo5NF{>9i&(gHd
zfUAFrf0+$UAAX!&p<^g~fs6imrXEB45$Dr-;goSnk@lDLc)?M0@V|x1{fNQo+tY$=
zp@O~NbONF2>7I~=d(!4lJ1+P8fta^}c3AsnNLgN3$pw$M(x6yC^FzhNv?_<~>d?k)
zerZ^>(7G!3W17OkOU-hMxRw{$QE5}Ts$^m6GlMC{`PemQC9K)W)q5k9ex+f?9auj)
zGObDUq`#!u@7r39soasX&#O;MmB_+X5<0SNxa=l@DXh`*^WO;%$Krx_F~_ZFxIkFb
zgw^Y`iamSNDEg^2KkR9LNb-(wh|RnmRt{&ZV5LWAu_dwTfYcnj)U%g4IR)dS7W#gM
zF0zMrf5|w{7@=fZWYZx&Vw^ePiPj@KIH*)Hn0dD8Q8Xm}GI}MIDpc_;F6v8GCl>|N
zSvAkC`(TW-;LylbZv2>d71+p>t7N#_L87#0*Gbx#5Vdok=6x=fq)kW7DtO<fZnj(W
z9|2W^eG&d~&yPmYLh4U5@83zz=_o=o(0B7Mw1uT(hoK&J@CzPN(1EQw795R=(4V`g
zaN|eK+Kp75kvtPJmKn%eL`JvgRzzVxr(~T$ajBnlS?;)J&-Q!Mo=~1K|LCAj_rC~m
z{=zVHT!fC%0eY7#exvGG6{%hpSz~>kK`@QeyG<K-F?6z-ku{|}Eu!i+!@QYKJv!MT
zUsB%3^|h-zDHG0py|j}#f9Zgl%ndumC6}s`x$3JVBG#evWa^n&zqSwl2=XIEjJI-6
z`X!5qOO(Q)Wp8oe+yQMY82+CkBG>~G*iO5`^JiPc8YqIS!_+w_11Y@rvHAqut5(%u
zoIl563G^=F+<Ww5$LTdlc9Mn#<K5qHStdYB_C2z>O2~VL%uX8KRJ*cKVvB#+)%y15
zm69JO>cG#2vP3H_(=o)P&!?PMJ(i3cEi3t$JB+p@w{7Wc3#KHoX9^`<l``-mJN<;R
zKd5iN=QYa}T@qavNiT@)iS`ZXw&X!g&s>OgGVK<H<Z10`*R4%*m6%9?t`}F#9~89&
zQKqQt3yCbZpPBi3X;&vb!Vn~S!V9GqSJBk;lcBj%0U?jx=K7B$m|~5E9EKOnlD6av
zTr#G4iXA0+4;qG!SXMx`chi|AaAaI!nLpY!%3Z>l2`wR0@<$8L$e#9Gw4~!%<jmUF
zUKH&ffN9G7ay=dqlte0vN^ZEVqEm#o2L%;lI=Q%n-i)!KU{FZm*AG-?y-*3jZMS`x
zMQnNEzj8Zs)zH*`iXsQ}uqGJu_8+!q*^fI89$XRfDljPdam2n}`tzPyY=>Fqq~Sa-
zU*&9aO;+xK0Ne(KA@L&oaC}R5O>58DL-+W{<csaGmL%7ncY#mku@eohnY~WxL-B%x
z9<e0vH8<<|cf|%S6woU`676MmbeOE+Yj1@Q2e6d;bPP^-GYXr!V=Ftw(l7!-I7@8>
z^WsJDPeg$^9(tzd_dBCKDTF8bmDaA9uUSWbHR9BDD5ujlYM#wv#VJ$Se6Sw=O=CRL
zK*X*ES#0P=C&{|pq^Fv+897p(Z!sN=N+AB;7&s$@ujaAo=;(2|$G1Alfdk42fA*kX
zH9Z5~DrC5L7+~h@cgcL&PdLyUzo__q?bkum{3pKA*J`9Yac`4}Vqv09zP3Nu$!jHl
z<+Z?(m9Fr}*^M*PZGK7H&D#YW%w^#^dh~KS4Ot@16@#W+cw88A5Hz!c1?Rtp^(clV
zC}yB<ha5;MsPBY9<mMM+1Lo3Q0P%$Pf*<M1O?`SL1pCdo1nOJA_PbBO$BZH(VaLbV
zfT>|@I6hWFFh(g1={*h(Dh34ySYhESN3ytg^78Ik-@oev>d0>HL^9oY$PM+lgPs+(
z*N(UTvPpEZfAFWdI0TtOL^FYCmwtHS;!uhSE)pUvq%U24ktJG`v+n<WL;w-3vN$eo
ze5lR1uu;A~-Fw<1*9NFHlT=mnR>=B~)wpuwd$at_o&d6b=6U}|MR@neWI>q?pv4ka
z?Xi|t%u#WakMBZNdqTlcAkfjtDU@AY>(@_WosG2BbEbVO`Df#A*DS29N$kH*e@Z7v
zzblpT@wIR@c>IW~k!5<MzK8vip;gD!IvaEZ+gOL=n&^d^`RGS=D~l#y%FBrwp=THU
z<>E#|bp!IF^7+SjStc(<MP0o^SGk#${yaQz>;Q?d>ziOwGP3tzFEW~%DFCf<fXA!g
zakc>*8$Vho430ms^>wv91L8&NLTy4KO$Xcg&pa>3qNy@a_&5tGiuDv9j}bfibN%Ch
zD--cjz0giH-GNpYkCIE{Ubqd{%JLv;RCJ2J(D{ZT)YK$iGW+%Qv4i3PsI|tWS_`6k
zpEjS^PL||{vNPtTS__l?X4Nvj)>{c-U&0l;@gg9@Fd;<<bX{xb<pp23D4L-4a?J7b
z%$M+C^z&ixk>inpw<p<G(#ci}vK91;h_GQ5wjl2_MLo~I9pHuYl$?d7OXk&<7a(EN
zVrUC2a*B&_b-oW79<F-96yz|J?vfDjT_zRuhxRB`;bs6cSR^Y#pPr5}fFw8wy1%3R
z=>Ob}oqSI2sVW+PU&Er?A1H|ab$S_^4*QLfMxaC*@`&QYz{m&-JT6II!9B}*=ho0D
zU>ldBRG9saoo||*A>#2d_!7p(MXTJPSQuz;&pj}`HB&l9s3;&nW-*^B!aN)Bh_!Xp
zU<dENgy|n3X823Rkj7LotWOk7W<g8sy^1{-?Mf~-zsW)%`Y|6!j%xEq=Tt<r1o|x$
z1xlU75Q0zDcnhJ1L)EHGl1I8rAf_+XLcI&2wDnBz98eudPJUmyNkzuXzpg!zcf*n`
z?O?n`A89$wF9?FP=5(%`L0Ns)h=*G#RIxEoxYQ|gnlRm|2XUv|+VfF+1ljCZMs%wV
z?eH{-Lqv?Q0iZEU)3Qa|dg_!?_7}=s_iQrfTOUU3Zz|T8He9~BTtndO4c??ZgM;^U
z+SyS%?^yr*bn6U^JSGuAc0JpBCzfKsT~xY*`)K__d!^H1$UI3PvH17zUWgXSou^8%
z&Kwc&=j*%{y!<1g`?VuiUtIVZZem7|#)Xw%piQ9PyTI;9|L+&hybL#%Ng_gEqz1Fb
z>mF5_pOD6mewfCwcabVOHIE$2Az6OA?p%<;(a6d1LANmxoSfKr{j(HRFu9x{iy|y>
z8c%S4Y8xLnVyuH9HtSR51uVlhV)`54ELBIPr*XoU+b3kGN8$Yup^Hpvy|AR|N4ezT
znOuo|hz5?x!qKn&oDS@&bRP;*Ea3|<sI}zl!+we3i_Qh@lkuhKAfFK0e-{)(`&R3l
zEQylxHy256ihw+3<e`-)`IhC;Z_%@9EU)<QYa!!qkt6EZ1JP>_As{&4Ic?IuCDEvo
zg_!!g+Fm&U^AP!{c7B8TGM9k)W$kCz>$1$*klztbCSr}aFldB68kZ)gs$0p)7%PeX
z3v8`^k7u~F?Zy#gem6Qz<bb8>v}gHdErq%+TQQ_Yho3ZM0TamKXW>l4bHREiQaiHC
zZPR)ESqWN}e!+l+b+KoU@DuwK!A}-WO`5o>Zv8#R`<gN`iL3a!`6SPWFo{yqi?9X1
zuB?eD5!bnqp&;Y<_!>-MkI@MYvF=gw7`C60++kuh_Ki;Xcr5Vy=!QRDxP-s<4r5St
zWO7Frgo-<EC;1T(d2cxCe~8x?5{V%g(Tgx5MGgH8ktgy`)^TC+b=u;PB@v#;;2<An
zssF@muhz#v!OTb(@F-aJ<L{A1W(u{{(<bYC7-UKeAqHjoZ$aR7HsPogmndrsu$EKC
zF&^sl8r!uiSyfZ41DIhRDw!91e%OU#dqLvGlC)N8@kF-so8dPT^Ze|(Iz30SoX_Hr
zeTsVzVwIWiQoa}ffYm_m`?o9|>B#j!j;1jd@V`B)Y^N=(5{MVdU3PBu_f_HxDz@9g
z$e@PethXcr9)Z`a$%4lgBK`vx)o_Q$NR?mzqyp7^7yP(_fUcf1CPj4=B1A<r?vL;^
zuo+*F4^m}tHgr@jE)7z0c?IIHi>Ya@0KT)GV4B5qLKfJ=?9CL*Cx&PH!xDYp*Zmd(
zje2D!2PP(H;e=SE0}q9qWdVEof<}p#0=Tw<l}-G}ROB85KXdB}@^_9;4?A~rUc7xf
zUvGauI=(NYYs?=HO*(QrvR~9VNHui$Tb6p33^0{tC*0qD#^f8^HQ|qlyajPKWN7B1
zc*jfO><Fb+g_ZxoLlkZYqfF9+AOCL-Eod&cdG1$mnT6&X3f_Q`qEXMhKB4rDQ;oaB
zmS*XNZ>S06t3Ihy2^KARxKy{b7;oP!%%$nfnI-^heQV-6THFCgWaJ^S{Nz*E^84Q5
zNtwEY7Afy2&1oX15^z(bFwGd-A}D02-ufI-e6VfZlaxxtkJWIYq4TeyhCb77_QI>G
zae)CLg}=W5?04{5$nVHs#>&Mld_2my+8whk=&md2y%Ls>cR(H-91_eHNF95Dipe8S
zM87HC2Njak42m^}$*eOhb~RX#Vl4qEj9`mADaWR?kg>K7SmhQT<!o^+sQRxK!2LVx
z#WI_Yv&D`H7W>n1%C})!`d1)ne4q?9L}qn#e=;)Z_K`HkVxLHiw%e7=xWqlxY}$Ew
zCVFovkcA1HOGv;OKMmB1=}i*9_xmC0b<em3uxq-g4;o?=&&edh;`#)tz!1=x^Jz%k
z^zfE7%nyj%BMJUrbx=-@>gCWzUV)RrmE_$c9Bfi+AR{U(kn}ebVt5MZSJfGHQO&a9
zuf8#{f}aXD^DKDtsI?-vrdBf|j+Juq{q-gd$es;tM1c*sDT|agjZhfZBHo(S(|uj(
z+=!!<a?4PiRdu6o3*UZW*813Ex8KIkpR`(#h1^L?1F6+VKxCc9wLn^|TSq;r=K{-L
znXucJYujBlrkMu;NeT*gzv+$4t*Szs@v1i%JL~Ex#17KFAl)iyC`;?G&31>Qig8g@
zapI5?OU4rR&~D467j5AT+QQQW@f&d$oKvffd3l;9W+6B$wXew7hv3g)+c~5~l`!O#
z$wPi@(x}Mv&F|Fw+1tVETu0SN(zftr@KSH1-wA?Y)YHlqRO^6;vuxxFpvY$N{Xau8
zDC9dQjY;Q(raJu!QBV&<3I|ZIB)>rTtCFb=!4r1gZ?)Od<DrxND>cPA_5@%Z`Gl7*
zYrmBNa@fS_*)QW?vg19|CSrYlGn-iOe=5M{;qFZG*!05<mxx--cta~GL<@0BiWZk%
z2_xe{yQ%T0j;aiA4RJoP`=DH@B>J9|`g-BwGX~e~AB;Q^Ed<J?EyG$=9K`{Lhny3W
z<BWZl*7rykraKBn*4(kULQJ1n6cD}R<r(c3q!UvQBqK99lvc33UlH^8C&t)AoOaA-
z6XW2wzK<Ch8Q^|?W=wv656A))aW%Ad@TiTd2qZL6>s9qx4IsKjmA2#-pYuxutaH-)
zhC!Cc9?*Vm3&Y~ZR~^U+V*hKx)*0Dz7mrMnfe!X1nBS`N8(m$vq129}qjNBO3l|nE
zyklecaa#zovqx4+C-vkrcjLFLaa`D_p_B*<3vFE7aVs#6B+v_C5xZ<LbhSAmc64Ou
z^FCpDUUMhR?8N*HLTHZDdvnL!%qIwoH72u@iXgZ81S0ai5~nT1h>yPp<j6o))RaT?
zJg%PQc~1rq>TRBzsK1Hx6>%pADgPV$4#=9nn`-3NX4^Ly@TQbHJ>L)kumBw8%1?^t
zCU2tg)5me?+Ct)r7ukbQ#YE~3A^wqMELMC~*sL-SD)(nz`+2@B+7=9f5Z(nC{`Udd
zONJWR;fEi?qe)9XZaWzTVO3oF@?(m=AJ)t3Ak{bwY;C3793Na9ck_DiSkQFce?g_%
zD1DV%F;#TSLip%VJBu$TKOa^dKTX;=TZ0|87`|=oY(ywE(OBD2%^lWhONXv%(wdGU
z9WXQ6+n<}5<N?)|)A|>~;!jyfS74!p`s$DK=Fb+C!V=_|#hr2JsL%Ezrh=n=N<c!A
zu)_06woB<N5ILC9g(PU{;{leWQc#P^%tR$RC`M}DJ0GPO42tm?VZwRp8`S*{hR{80
zLg=qw4Y_lp%q;bT;(FHbOf&)r<Fml?J#zWx!eT35G;^-=Cm~CHqYRqrIHT$~9|AS;
zR~@UD8M{cEZ%xjGA<@T6H`zWGt%7x(<usgM@upB%(v(~cZH%QO^tw5XO!lWmT0@}5
z&|A_@wW@UySu!hBP9_gT&#H*QZ7^55S%$?XjcF5p{@RRjr~q4B-syyDLK*U6e>MC5
z{Ix;j+*zG-y4M6oPs6fYPm<`Z!a^g_8OMPyw}FZrCy;7Hrt_=|W@Mx=RK{JTN3bw1
zV=3lV(m>M|-M6uB6oinA7OgqLU|L5f7<L#wh-?1PtGbhqjJ+khA2MDV9R0xMc(uEr
zTB$M9p6X6C^8Lq;E?bgemkc)J6#)2X21=b}=m$!%8cI1~sJVG@`%^Q$dfMje?Mkwe
z;SNMVx7(~ne}bza0_XlvqP~-_+ws!G3LSlXtp4OvNwqdjNU?|aXRx30W5lF#9s77a
z&vLK91bt@#7Ryt~(0$>OGw{uXvZrWU^rCq;IG#TOB0gc7LQlWeb3Q#WagmmHHfsw)
zQBva4jeP4@aT}yi2H0avrvqa$6c)Li^*=@e62Z(t6WQIZ03=0_oY1U>pBi2*FErRw
zt)Zg64vYNp3i&8i&^&UbGF)hH9>}_yy`8__dCmAdV5L(zOi*9D8t4V*uW-J<J62Y*
zv+6ei9!RXUvp(6JVA=sS$NhCnigI@sdiKUeQrZ=<^VL9RmadNX`Qf%lX-7`V3(4z6
zx+1=vEDM<V#@gfb5t~j&Jso?yG#sJsnQ!@p{lCVytnn&z<?gqTF=q-Qho-(JinSNJ
zvFervb-KkrWS2M_ml6CvL!>1ZAVbq6Tq+X75|<b@WT;eB+OW@cxu(2#MXml-`-sep
z%?(+8#XQ!{MDw{@r_bdm>^FxuVWfz&f06m!uHtx(g>mKQA?&`oYJZ6a=bTk;kKimJ
z?$*9|q!BYmd11XWzN%UZ+wy|u|G{&zLGZ@=Dr1xBfY>L*qQ~9|?QaHoT-eKcFao=Y
z&0chHtie8EV+Q19N8;-0D!%>oY)fM~P*KyG6ENQKvgX3Wd;cI%5~lFwZenWUXD~ql
z>S3H1J8)o}WqGITpEji{=wH&0LUMF4h6<OPTZG4bD3AxxZ|diE=_Uj(HA*AV{s~>2
zgPkVQyy%*7akItuA#j!!MeWJAPYH;`f|#`}E$@SRFzol2yDq56up(9iPPy~@tvgV|
z4($Jkd>{}x-~W4uHaE8p*+D}A%!C9S+3>Fc1z}W%YBO^SVVdMTlAOKUo@xZ=N{Bm@
zc-8CG-_Iydyhdi|97Rh9V+Lx>)fo;j4)V54>AYAwjaqB~{7&A(VgE5w;*PrQP)i)|
ze~Y1n9CF$|vWvvBe_{$QqC43FED!$!naYqI1^2)R)aOh{fw=P-l@NO6m_*ExH`bLO
zM|V_j7oBi@{p=(8Pb(Akl|*_vGH%-XedGRw1&y2TMiZ2#k}s-B#OYO%?a<4~4SL^Y
zi3v@_LPm`J)CSj4Z9JEtthN&gUF=Rk)p{w|dzTAEDIyg_rhhAElXs?6WJ#TxSyFWe
z5WkO*!L;$$a50E<m+!VK>lj+lY){*7Q^)B@y*b4Pr0GicwRKcImp=CbsdE1-P`1p@
z9vtL})dT#@e^N$~_T|#9A-!z=f5_XQF%o%ZVqmRw59pI|gLkXL6RX_0=sc}`tK98|
zu4FSO70X`FsH^vZa~&yMNiO^>iz06zPo^Hc-x5(hp(ofLN-vYjp!s*e`x)mcX-C7$
z)1;!sfa=yA<#d0(pTH&wD(b2y2MKIEy4n2yAhG9>s5Bo#h+$jE?$KzyRN~x2K<?ls
zSG+vYwh51cHX@Vk!RQSO#*BXvZ!G^fsh{R*G@j)S-Fc*<-Yh1*;dx7Xhc(D419^dU
zIHK)#BN@fl(@X{!br=fvo*XQ5@crNW!mX40`qoc&jZ&8HYvxG;`Q_BuJ1|9{Xo+>t
zun&(hVF6$3I$6sG8b@@p8Tz$mv?5to3i`jP-^YtK_>WHOa~>8aFxDWS=C21xkGt^-
zM7H^?|K~I2H*vSx0Zwi_Dj#9qNp^cSSQJ`3ZZKn2PmnDr%sexQi3tFLFwNlCj!jak
zod0L-&J0BM#X@Dj%ZC8c;W_cM3{4f4ul4;0TqV$+2!XZxu{doFLi!jQL3_nKGKM47
z%JcL4*+5)Q2dA_T7G$<~!dpPZu5phxyfxU2n$^-U3gNa!R%jvk1J}6W-*J^xLk~w-
zPKMlzr+mewD<sL@g%LfCBkK)Cq1SE)QWM91^UR$eT}+Qa$3xM-b+RwaPPh)<<kc9^
zb@#|iIyeYbRQ!P?(uHZ-4y=<eiDYwCMw&t|5aPb~h=3$|LUI&JlV)|?7FXTsBkfKe
z4%)9)1xKd7sNEwq_Qwq0PMz-PF-}H$L9EsP-%rGIi72b!(r*3ooT@wJ&&nEn#HHyl
zv929sP<a7Zm|M6sWa+qUSH&)lX<qK=zfBk&e{d-vU_foW8r4ZA6Sf`LFFJ!*XiEQ)
z8GEqARRd=dWWn!(_zwA?ieR~K?Ck&*Uh-z;td5NA{>+pjq%U;Q6joUN8nES|a}x5-
zShVMZ?XT+pPA8_Wt@0{>Mc}@RJ<WL*H|M$#4wM|bk19WlXA59aLd`p)kYjMCvN=lr
zHt%5EXM`<4^>imNu9);GLrCWMkH?b!5QxZs=*Q1XiR^*WP7K}o<oI~eVyC&kvs9_<
z`K2-QT<a+XhZzwTG<6j8<1Vu=g(@ls*~%WuyACMg##EjC_lF@f-zw-l&W5+CPkeEy
z@Ajb6HroD7@}*+)T?DtoT=gh_R(AI9L5KSw)P4WhZiAhB`fJ^f8HUXVwkyB{`UPTs
zj`C9P-Noy5)OLhngHNO1Dme-`y5pdJP?noZ^)@+plB}OY4?BDvM3N_PhdzPZWew;4
ztK5F7fy7eixZ$m_;E>l@n3(Q_6N_Q}w5pM2dcS4ks881<*7D!=@ZEm>?@#n}!Kziq
z7YHlnKNcBN;h^TU^S{W;&`pDTO8XMzb&I?J(2&U=N`8v*Q6Ll6xCin(i1WuoX|2SX
zETY+WBr?f@vKB5qn|08QO~(WVhcEyDxJ;Q5IJde@ViJg@W!&?#-9dsTa`=Xdp-RZ?
zShvy1Sx`aSZnIo+7swLc_26CU3AH^UNsR317Axzh3XMG8>}m0JH=g|NNy-HqtK@kg
z(&}R-87@sLSt7FJ4wH!OV#n{25RnXP%E6|3dMBh?g-%F7ZGhP~u=^8?JFXKueBRN~
zkv0uT$^yz*+WgJhqPkUJG`Hit5Jg(V<T(I0IMVXPUlFF|U{M1QyH8sGyq$w^-A(yS
z6s_{}%Om&u#djZUrRD3F)kM(1DO0&!3$U1<N(OsjsNf3##K=n#pb>z7h5Lm86VtSI
zzzR)`Ox{FB=6~8Tytg^mv_2la0Po?U`&Y!m;0`cNCMi=_)w+Z^X|<4He^r6Jj3WMa
z+iam$!<`w>vHcLFh3k*A#<>`aPK?8&oz}O5)`6rhX+J}8+&_9w`oz>MFDtkDPBK~F
zWvwh3u|~lCVR4B{V|mS;4swTXE`ocouj>X$ZbuJFGZv~U`zV8xM}<F!{_dd9If{5i
zf<-<=0W4|v7oVMH2x=6J(yC5VsZuEpQ49*oOg~a9!nW6Bh<PCQ0SIj0s{|4ZrxV9V
z#v5bt$Iz@gsc6h-8Ek|Dc%S}=X4J^)hp0)LoEe<=X~)sB<@Bgd;^tht98<zv<M412
zD4ip6?<RngU8+{?kXZuQc_cS40D(jXS5^7W**L8#U(t3zKmTxr^Q@<vo6!J7y7Q+%
zw+N|V6E-I;f43Wua-|W_4L~{k$;YDoTF=rBCSbnEIS_5QQJD)^D8HbPF(ALZa<OQ;
z0X`l!l)gvS_5LsL>|5I=)@wNl^YJs22*Bbz4^$l(P{L3JNG1wFB^gNk7sivXS(^)I
zKh8>y$}+eUh87hYd#g~?b-EwaruzgP2=%>|9;P`QTPXKY3fH2QHGW6LR<1rSY7x&q
zbCwADyPNGUPzG{#Z(QY;{bh~zck|Jg?f>18o=tNlS^o8|Ey5JT@X3$WL(z3kWA1xo
z-j~^2Z_ZP_Ie%KjYJTEE0<_OV7ME}=@o~!wi%bpUhdvWTRa_hl3JzzxdtT5%@TDy3
z$fG+&{-J6@UZnTpa}?jF>htams5bdLL4Koc3(1k$PGWw|5eBs~rwJgMu5NB3i<Sk<
z5@idg(Y)asgnL^6ICFl`onqKo#Azf9J?i#hK<DUmMGWnM_77y`!9A=Or|l~8R#>bd
zElOc69pC8A!U@DB1BiZ|Ee>vx3YmQZJk^TnC$6_`A<%nRogEQd`0%U4uD7@FY{sGt
zf1N%e*Z5STbMh;VshQ(3ejVd_d1?$}kVRr5U@M7&p+;|_nZ3*;0W!x|r8E4WdYk#d
zDmrfNgjC)#9$9eQG&R7TcQ*aWx<rJW<wyrOW-1Tpe3#+h%cj{QutWuc{81~?(v(E1
zkqh5ubwENx3zQ?3b9OcFe?=fitx04!d?Pz3c}Oistq(SZ^K<g@W^0Y_F91;D>a1^W
zo`_Pl5)t$US^_YqM|jlUNwa_8OO~hP_-FeUOyMz%VQ6CFv+V~=P+0;@bKJO!AxM!T
zHYG*EDGWlKHa<WS@tC2vP$a?auX6gn_fOhE=4#v*3sidmPyg^r;zHu)sQ%zWv_*nK
zH^uVIrV1aVg>Lv+h)8e{B|>GXuU`&O&CmWzZ7L0%6G|-cU&ZSY{4EDqiX90$n**|q
z1E{|bF&;l{3+(2E2`gKIgtZYZTX3pCw`0KAC?swgNe_s(7>n<gM#Y|o$Lgg3Pp?>&
zB7Nt8S?IJn$Ytq^neU@dlg93Bg#R{%8cI3a@-lIsZByTZn4YSTNo(}K?&Bd>R|}+w
z2bj>Yf7j4+cZkRGRd4+I_6DA2oUe~{Sl7u>`w~~<H&`MSC6gj)5XsFki`Qven}|Ta
zoR+TFv+Ionu?0XBL+z<4DqSssgzNv$*0mU7g3qA=r0Mu;4my!&unGm(|3GcTG+7r5
zz|j&wQ55OUU8zT4yp>%8;B-9?d?UMhl5;Pq1<dSml!_Yn370rw+(}6_R>^b1*`9GL
zEITYGipyw=ZtCsx!Av8w0P=^h|Eh`0k`gE=z<ws3_w1!f_wC*b>5DE0(7)Daf&3zl
z4xmo+t$_m(wEf06VI$*IJZ%N)#&j-raczO1B0%{;;~phQQ-{;ddGkb--3;nb2gpH}
z>j3p5h}Xmazpqq|N&aR^l9oP#zSE*Q8wP)vZLbWj9|~c+9CUyb1Mu@IudA^u%|vM7
zSTl(8_NL6!Mp4!7-yPW%`)a5*fVF)G=Kh^@{3~69GxP<OIxG0vSr>U44}}upubrd1
zLi;t|xJ(xfUH7RI@G`};K^eoI0x#^>@nbPu!Ye0A!Cqzkuhvxx)l1XPNUsk&e(Q}3
zy#;jje0!#_?-Gt49h^`HrL`0jJi(ykf;VrNPrEMg)ZSb_j7m@6?!MmG$Y|#o)~c&;
zi8^gmhs|spbl0}7C21Z9(Ypi6Y@yj}&;0WG^Lx83o{fNfm1_HRdOq~%aa$NO*zw1B
zoW7T5LwkA4nvIuSX1zLd_EIhHo~JQ~fbD26`Gl%?9Y@=3aor?(cbFzB{scD}Wnou;
zmT<Gnt3!9smz#ZYn!UA)hQfQNufGd@)+{;4s!R~xv3R9Fuu-r|;#H=se6~oh;`aNj
zG;<I%on~G;qEkaH0yfOgrvHc2B@+pzNv0Q1&Y$LIgok!S5b6bRpbI$WV-uW*&usAc
zrn5FKt*B%ODz5T-mEpWIm#4dp)}w@{cMBCo|1E9{MP)7v-wgYljTm6>9{O)K*2Og?
z{!3m~xvlDf8vmKWbrX|0D#m@BJa)4uR^{&MmT&uf=OZYJ(9yNP>+8$i4yZeBhe0&2
z-t8N{sa|IVSNClU=%*VQaYkKe)WV4VZwg}`po`XdEC;k0S;2Z>QtNya9U~C+;p!|n
z(rdd_b{SML0yP?eLM0`p?qRmNwvN!><`b;_^3KJ2y^T|nGL!Ar)x0V|>`wSl{5S}W
zi^CNZst3_sL0tT~{Q<X%dgaVf<@rf}M+8;O#tK7yoh7#_S2@tpr;Pa{M0#>MI6&8i
zY&}URyQF%Biy^}WDEs>X2#GMYFd~s&DLJ#Ch@b{dL1Y<SI^TQtlzfyPNRUYLE2ax#
zvuc)-=mo5Rg8xgXVa6&qFM9Pu`sjp)GX(_ajTzX$zB`Guye{CPnzjg&Fu?i6?RT?!
zOv-Vh{thzvr>|F?J>z3u9fbqraC%8jcxb6-l5XJZ<5j}SjOxjajRg%lm}t%S(66+$
z1|Ct5ftH0WB0cHZM<A1#@uHZ*_N^=xrM{`T6dCPjVgLWQ`U<cpyRK^x5d{R1MnW2-
zTUzOm5~QRD0qI6sMH+^b?nb&47(x*kq(NY4q`PBi{xd$$`+nc|b6v`%FvHD#pR@Nq
zYpuOk|IhyP<MK@DJv;Tm3O9mZ|GXm+uHSv^^SbiKug|9M0I3RdBd*#%KXqDLD?S|b
z8Y#p|N~-@<`TK30t%}NvSYnuge=j3EHsGJnEY$yem5z?%pDX`o%`ko#rLq4J3cpVb
z(3i8`y?NQ9@>%-Ei0_Yha<~NT&Q)E>zuqT*88QQVG&DWDvmtzSAzx{u6HsD_S_+K0
zK(=5z*FuAVMH0dp7&{%YP6+%JXhH!76Z-)JM_rR}8lUMe%tMDArZt55cl~(EqPm1i
zL>ZsJ%Ob$LG{}B29La@cqwo)X;c}sZ76%Ihhu$J;HV8w4Rx|g8{sf@&3n-Ch>5Wr4
z&ePpw$4C8GpyA?R5x^}HbY+bt@*dIvh}J;-2e;^Iq7A^QvcLKUaN?$)_`BhN%<j~)
zjC=@sv{CXe$s11$6oQB7Uz?Mp0gz7lcIMg>COMB<4R?WB-U7;RutI0(xnHSUw-X!0
zycE?Y@PlsKXc}B53cIK?LP{U&^KI7lhYJ);BZ{=$-!dcv=A9a_-vF#P+;o%Fs(4kQ
zSuRjhsLioaCs$Xkoa+Xf7$QKAH{eO(0syynE8B7eoKqTPgjhqIdcYI)qe53|f6M*J
zUM_K(abu<<!Vcwx^8oC^YdQ`_sZXxyE>|mBke2IV?2taB%lnAG2o1Er$m;3Eti6oY
z{&|_|?aF7H<nJ<4=R92uL=HnDxgw)Bkr`N`g0X~o6r%(7#8mjr)S6MR$?35_0!RYf
zF=()AWHJ2n;Ry1x4eD{6-TRl?A!2wNYQe41Qb;W%it6SfDKi0_HxG)ge6iaStKBtd
zrB>!t^Y<C4^WhdX6%yZdg&3BK0}UEnVd|>`5~9v3$~*XcV=v1`jg5sY+2`9TME^L6
ziryv&kE1;^bM7%}p*^icn;Y8#3QGgktNHmPw{61mAhPf<=kd@Xrsm2&(*nss5MDNP
znHq2FKzc~o@5!INWE}}H$zfphfw}n}2U=B;bnt<AS(Zs@R&KJJ{%Qxs?@8$vL5kd^
zd}5Ii9Dz=3k?!6g!oJ&&k5^a&V!R;c{e)`%pE_`E0FMG4#(vz5jOdI<RGoNih?Uj!
zMKI=oIHa1U7348jqFQfKrm;3)+oj%O>G8s|Ox7lYSG`y$VJiriwSBB?tDPlGyHcHN
z1W=U4+dRo2qnu}Gr+Xd7|4?Y=p%cwZkxhC21K>gf@Y)R?Q8}X9UbJmZ2iQ}PYCwdQ
zW#xL|FV_u`5yZ^>mt4ZZrFux95j}qIvVq`%`5L$9`2Cw?Jxe!-I|MUThp;<G+i`4-
zxCi${KS(mK_CRo{&ZXxh8pdl1HGrrJQK-hbaqC*7Any~ZGX}_2Hz&#G9kD@FHJFl|
z=t7qycrMxeo>n?|frxm;OwAC?6Yv=b|DHMVp7v+(5|Je4^`(|FFEB8Rx>R7o#&MBJ
zTu9cXeOCDK;{kOjrHJd#H;F3ki%}H>hCz<@n77F#TxX+coA>*K+&~A4l2^6_?78H(
zTOV<0UOphhyq%7V&l{p(PAO&nE;^)(?4N}t!;L5W582|vC$?rDER*Yo`|M8KjD3*3
z+jIWOI8&f3HEO_1G;pn5<LzSp_>h{P@KfGtpcL(2JsABSINpee2Hc3Krn>WIcv+N{
zSmqTRz~hXZOH#9E#3RRe(8x0-e4VQ<MBPOq88Zg6(g(ALe1tk#ggXc+_@~N-LiM+x
z8n*tr*VN^(6`7$or(rs@@_eg|5VYz_ZY<%6brj~Z_L9<+h=PcKrFN2FxL3EDjdeZH
zp%u8g5j5f6=_Hil*SGYDU?F%%oW`I;WFf+^(P!!y8}d;0%i1l}=`Q3_E;eE94k=1L
z8FKmTi=pdU)x_g$=g2V;K5vRZ+QoZHvED#67fj8D@uB--qw3w*M6s+myq}D!c4v`d
z+Gi1n!Ln{YE^FKzgt$cy?j%jP9FI+`vnwtI?d<#sCc`=!fM<xSSlMjKczKO~=6guH
z#rm?NJwZBZG+VNnXW4go9BiFNi2Yb`8pJZ9_IN!mT*Te1mgAp{iLAFwa4!2zEA8&W
z0Q)CvW>6!0xnZi}1MIn33@~B+-y<Vo9IrRHon@-lUZT*}udA!$_a0MVGNj|Folm$S
z(nIFN_XJ7iyj#G{q6HG74Sn*v{1m?l0n+M`o_sEf`5!I7P!h2pj`6u3n58i}B?_W8
z1;xso&sr7b-Cof6xY6R=+wG@4mi&e&-dsrDIY6t1<%A)4U<ij<Ng&)dk^oaydelJY
zq>AtvKelwrJ*9^Pq3!?bMHrj8=`cXAE|II8A<1#uC;e>M<z`)P?(bw`8-tk#`fRl<
zb2YI3tqE`#H;EWX@wfZ=$q55o!9A(}4}PFO1WW>$%p#+oBAQ)i4q(rZe?@secKF|&
zOyur$ml&ILN5Mg!(;E390T}fp?QspzP!QSCQ`E1!$_+dyG)(c_s|a)L^i7{Fi?cnK
zVh#wz<$ft<=BCGwjk8gviA7)cG1h&9mrrhz+W&wa5P8pC$;-Q5e=U{IQs?TjVx+WU
zG%pfDZ1|Q4Fnx@n53jm_$pO_Iy`&`2Lpo_<UB}Zt%jIdl(05t#mV;REd{+pSB0rCl
zeh+?P^ZTsxmI*g^?(YhK#_V4wU>U*T6(N42H885*gGSGo({vD4^ga7r|Cdscy11G!
zwOXNE&1Ptb%)d>@v3RKaC^Hu>WYUEO;a(5CHVZ`GE{}VQi3ceICuYAW@e6{T`sEiu
zH~5hc`(esGa^CMO+Bbd#wsS^N0O|r_#ldruRnvhCCNN|rl#`KD@_LBu^2n0S0Eefb
zpdbr$;S?AD!1E3>VIE(Fb3ew2*jbwr!Z)^?<!Fq^Thfk>MwffYs2#$c5lxE`(Z8{^
z)n?;h+g_vAPh=Qo)BEW<4Hv7^1t?#|`_kNQCFrz78DAobbCg5FHU13Pk`4C!0dINo
z>1XKv51FH8U35920bWr#^WfxXS#jBIx-R4<c`_DE56INs4?Vd<7Ro}f=U{+3+{9~<
z$pJRsyyF>dXy^BAvMK8m+O*h@EwT-u|8=;7JLg?KW3xJ}8AxP5AYdMNCtGicz&r)e
zrb7Veqv>gI0EtmxN=eZ-oJeI!CI(|!MBU9?18cqavyDGTg?@aolfhEf%)G&asXW^4
zb{fShPlr+?5Sf++VJxdcfh<p6+<mjj+ym%CDlPi7|7xj-vdJiMgBBLVwkA6y)tIsG
zV6i3xY<h``Svt@;5spgUK=1YN{=eCp-wcy%8w#qaGr%Kt?Ymi=@MFvI@{^0bJeJZK
z>i}Jb`fzn~+g3jlVn45|U;oCIo;u%ccPI0`Az?<wv+)++Rxn<MOA-a4fdEghDr$Gz
z$R7fXP*M8X><_eZ%&%UI-1u7ZuiW8VC3n*Y3aX1G`^u#zK;`7LEO{HH*;qz&MWDp)
z;9u{Zk~G9E>bwET4kS|r&CP@Z<+{P-znMZfI|Mcyvqhd+F{^`Pu--_b&w#DCoXa+p
zvC+mN{e3XCK3EX-3S7N40!&ffR3@%DF6O*XIJN^*DEu7Sxj^ioMCg~HLBzZ}&4`lB
zlVZ~tM%jTt5tlLSE;q&YukQ?)$s*5+@E9lWaZ?071g+AjtJ@Hk1Izv6e-&9q(E#vh
z?T(+9$&IELeF{Kxn!k7jN%!;TxjaHh{*Aq^ov7=-#Q&N)9!4V%(;R|ANS~Px`&l(C
zw`xFWTk5F*rZg657-!%uIutBnDl5#g)|upE>|j9s8;7krAlF6d&QaUct}O{D`ejk$
zctH1m5PiQ0gu%XbQTD~zJ{cU@-`A&*R9Tn^$g?ei2k{vGMo|-Gn%dx?<H427!<+Cq
zxs$WdDdec3Ox{D5@A-4sW^c4R*Vs&tRfGabvZH0xV0Lm=){w|?(&(RTjkO``$Gj8b
z=cmE-uAMS@1x!1uh*i)|LTs*uMfMp`|Di~+Wj~94K5Sto7cBU1HJZ@igo;j7I4>>b
zA6g!Nm|UGDud9KFK@s^2S=YI}^EODsG1idw_;WlZE)TW$mI;_`fOqF+BwJb-*NPu?
zQ$V>)E|*R-K^&V##F|d{pC45=M4`D`JdLn=;mIi~`I4@its(@Q>I+6hw{hK=Rb(+z
zYxhxjTsjR1Lia$2fk!y!M^x%GEBT@ytXGrq!0=8C{r?6T%=S2WJ{xo6eeNkp%@}Z`
zJX86%tKjz`7wp=J-S8cH7`BT+>60p+$MSv)+CneTPVGG~5-vAX*vn7x5&a5x{BJHS
zt!!;OI!I|a8j0jldJ3_l;Ptz~>AsN53cq6}RS8crCRNw#$n1YX1>qL1m`9z&s_@!s
zdCHl?jpV4sc}XJ+@2k>B8B$<B<7vw*rFCOjX8j%QQDSsWR<ly(*g!|O`iisu?y@Bf
zxr>pDvM6WkhK8270AaRz*Jw(tz`I2Dk?a@Wn$9;!QM1VW&VSR8^_Tq1>&K;Z-Tcez
zBe$BOBqoEv<Oj&Lgo=5Mc1wh%<OCSQ;H<bjQscBg9s^({#-OdP5RrDp9kaV!Rpf3t
z3^{o`qE3>~aMa!W`@y0pu2Dx4r$*V2Mo*AD3`R?VAwa0+Sh|=OBh2c-Kb+)0n_Qji
z>zsg*SRQYTbIcK=9RplUbV_%C_Ixp=gt>v*gu%Hx*%I33T~abM82!}WIH#T713(Q+
z2g^Eh=v0?5eh_|QbWlS={_~;qSQLz$4X^Nl+Hgv$qGnn=024W=s0>l(G6g?vsb*G>
zgQa=h<9=}Beh`D1{a|pWPskXk=c|K)NSa`c6qcC+V8DY+!sS+>WV?eOn2g37;z~@q
zYKkbogL;X)p#5YZs+)(}XV36)FMbffG3XAk|1C99(Ou?VPE8GtWb2hDd*dd2tLvFe
z!lyHf^!ofD&Bvq6sv%BWN$96Xaof<{DG<s}Gh|%V=N80#kYFwr>N>(YD&`Y1Gf}-Q
zJxnSTVST9{kX2Pha7`%yU%h<xActY^j8xR=DpCysRHyZeCpCK|7hJbb?KDt#VIVK;
zAJy1D&mpbq)PJtMgEZpjpAVQIyX3rI-&lBbyg(dk9>)1Y0|><OK4}jA<ryj=7hk`5
z(6O=gRb7Rwd81O$YZy&OhbMR$9UZC9b%!dy;8(K+o&ecIDf1pMgYE;P^6d9mMp96s
zgz!_2Bc3$grb7VJS3LHszSk@)U7hJSyOi;`U8IJf@eoWOG5arm4d4s(rqk}#qC|bi
zA5onko`u|Ep{Ku(nmpI_CkndeO)q!Ufub$ld(q^PDr&2{d~`zb@kedn1TGwphCo3j
z1tyhl?(B4m-yHHLToo9A8}v1jdIleiyF0x+OeYg>%v^I0@#^YQkXBa4;^hO5mZf%f
z>ADThRNB{`7$--Ycd%u3z)VUti5ckJ<?a(AkVkjUR?VLIqZ$uFLS&Tw&)}I3%Ne+U
z?iu2~t|J_kr*qyvVefrDGs`se=C%<8V&=vH(0(+D3)|paZ+BN$;YJz)Uk8)7=+-uy
ze?=Ocx>e5Ns1`mV;$?8dSU3+?(jx<LjDZX#reJv3XJl*#;6uzOJL2ydk*yz;xx8<K
zrz3XO{)+4*0AQX3!WKV+^n25eZ)f;eb6l?`O13o<uY!sUthgnNUxzU~e;421zwWJV
za(Fuq_*TrT;rBj!+B;B2Pv?D3v}}glk!wk2#sk&EU$y6a5f9{i@xxqe!1`~dr(Z3l
zrEvfiPB|47(xUTn5@$fX71WF1?JL3N5If$|2k}G`+-D~?fE+o&?*j)(zc8AccM;%5
z=fo$F{F!n<ngX38m=Cp5QsKUc4-{M8NWu9pB~fsW)~709x*qf#Xann!EeH+WqySms
z)oh13G1L$@u#s>5?>&V6N)tx&ZTjpMwZ0b*oo8}R4{Z+G=5J<FH@B^Jg&`#{;pD>I
z64p415X$w~wUtLQ<OG}(gI(%z|1Y!{{EFT0zKgwh0F8mny~UtMs%=N)_=`us<>~n1
z9E=%mSU9#nSEiHA`C0N^>z+w~!75Ha?=zd8?n&e*(>agy8$L{6_r%~RqpClI*8FV`
z0<11D-1;zwiQ4ekA=TAVLyQc;58k(1r~FZt4%$QV5uCl&w<g=B0u3p9a!+r&GQn>y
zgK)R(-uk_~lE`|-@`&=vvd9js-^1+z$ixDU2Iylc`qG}jeM4oneT(<jkp<#}Gb{g5
z7Y>-eBsBbT#-9Tlr)Gb~{*G}`;g0?4O(_|6Amtn(8a7{WL$$+$T0x6Ho5&!@kzOX4
zFedoc7@e2*b#%-q==4w{GRJlD8E|}xX_#*K6@gD~zP<Z`NSgFL+7&_XZg)`1Zitq}
z{_c&8U-q##5+A=g7<?;Sm6AP+?lA|YoOfYpE2)P&eXWud@{}^``_FH=qjebRXy<pb
zetSqW?{%R6(e-!zq=XZGA?l&8PbS&0Z$9n4TT;JS?t(wVwQ2mgl<6Rowqq76T1m;v
z^y-{qV8E@X#TRSu=(o*&XR7hSC&HiwL~BOa$6HtU#1sY(_A5nFHzq%{p<N2i1qU6g
z_Np6$#prj~TC(SMY(ISv{@byA?K%Oekd%pWs^~2gz0!}oX<F()F0-Z>U;E;2TS<F3
zQA95+>@H&5_+?Cpv<{rqVPK+P`x^;8I6pvZ#Cmf}kM$B68iIGv4YnUAkBXH!?^6K!
zQ{=Pumr@|`v=|%6e7+34{x}0d*v~gMXHIuv#_br&oKmeV*Y6G=o&64oYKdz5XdADF
zngUed=IUxX$%vo3v7W5pbcoeXv<#S+y#f5zA1Xo_bdB-fWAjLQGjBXDH*`SB)}g^?
zDgL2*Iq@lpSkvW!{QfvZ=V>*m?`}fFz~b;*xXESx%c1=7ld&L&y@QmB%C!_enZ$=y
zI!4EUq3Bu$%Nnhw-1p&U6gz=Shh3B~hBtjaHvrj6x~|_zA(TyoSX~9_PaE#@+Bfbn
zr1@>!RU5e8J>&XwUc!{k{+K4ib5UjB&$*3Sdp+7sa-X8)#RRs2^DmyKJN2|6p4~zN
z2fszAs8PFv|7$R=1^{Xm@KguCP=xVZ2pEhQZ_JNZm?1((+X6pX{wn@%EC2X(`51JJ
z1^Q%_l@WgSH;D9aIwtlz&y@TQc<oTmP@)V^3l2Q~Z;KlxP*Owem^U_KwjFU`IH&QA
z*O!u2tyg6jXz__r2uih2ySWJa3i!;;;ln#1jDYkPR$7V{%p2OpT65Om|385Z{ot&?
zFv(?LZg23$a<?Tnx9D2%z2y2m+El5>44;hh6=TX>Wz@qWXEg|HS+bE&R4`*^y<a`g
zSNv?0kHn*OjkQ(aI=r6eYU;7*+1lBf<rr9{#Dlr?h|!r>$6ch0mfgo8`;}EVKv=cg
zrQ&mBBs-+>Vqtw9O0xSIzMI+~23>f0@ac5%*Kg7s$kW=|THGOmQaZIF$qX@#o!y||
z;6<*qS|Q5;FczA=CmRP?P+xD#I_@fp*^5UIQ*~r}dU`(=H@qYS$AT`OLRI-(NMgR#
z+}AILq}&DhmS&fEtyLz!Oxe>BLo1jO>*UGxkEk}efo&DHrx{xW`M3MOey!)^jt7Pk
zzMc=J@mL(r4+eAc(b2%1`Uf<-Pep$+GZ!vSpOFFAEh66*-EdCB1k>{YZvx6RoEpn-
zz>$7?u-=Khkj3Qodt;=*_lx81FzEA-Z{8^Ce!DiV-L1ckiGAC2dt-;)q*j{7-vAR#
z@{WopT5U2`>StqRy-&z=8R@h*OGt(3d2qT|9B|WH@J#0MN}qMGmz#1H<lCF^Q#feJ
z4C%sq7l!wDFv~v=?jTK=CcsJ4!(=GJ{jSzo7*yJQ=OWX?RClg3Y&*k3nQF56173RK
zpMWu9D&AIlY`p%!ab37xk!4hx8*n##_n2Btoj&tc;9(Rs<70mQZ?}qBQW+G<B=;S9
zuNxxQSi;C=izPbCPqD&t^uwVGm2_<w1cZc9ZGqB%hl&&C=f5!<j;DHeB1WK0;wtm(
z{gvO2qzmUANXuN%KqEr#H`AL>=Htf$ulT>{D0MaT5rc8W*BX)BuH%`f`&g@!KV~TX
z{ET$DTQSa0t{mh$J0m+T4e5p%6mtldjxIePavJ-6vO!QUZq&i+X{fN!_V$mZieH|o
zuOHt!UHduKl|Ci!_;ORk_Za<-M;WuooqM$|2;$ykZ?s)OuHd>7*w5c_7pLQF9v(uj
zoBD*|Bs6lFvksw9X@;pvQ-9OJET%mqslQ5@cG&|cO>4MCA7$(N)}7Q24VZ;SZ?Xqk
zdLzfrJ=)zY*J7U>2tmx_f32!f0glcYEf_k}8R2<Rb(-j|+WI(<-DB~DFE8IR$F`Vz
zNTYXQd;3GsvGV*bRpQXmHbMsObnnB57WERnb}QD;gd|D9ftY{x<8I5YG<qY2v5B#@
z%{k8pHtKG26my5~-uuNU5=Pfegd6xI5g%&U61DLLI|RBIO^0)v_S}yWWk5&S+i=K3
zCTxM@<@*v|E{Ty}Xlb@_Bp%X26C7AGNzc-yrkgN#Ef%bp+rArZ_C;SH+-xAjX1x0N
zR*DcCvk27j$!D&Wf!+7Jtv8Rb@Mqf*#t3=GN*5moW#}*JjC{A_4ak<HBL=hTbVv9n
zt);%yNBPRD(#6B3RwG6Hbo2o-^0f^m9+^2>+3KM2E4oLA+O!SnpKI1}m)&?06Fk)%
z`WPUoeT`=~#U+>6KYGT;;e2=Mo3WImBj-qwhKwudnLOT*tu*W4DP%Fbji#pN;WJUl
zDREx;uv2v$Dn@%vMm9=zeLb6#OAr(JuXn-U%Db!os$u(<-<%I#xaHU23VesnSf@D4
z?H`p66yd;h+}_Y83tm{V<%M3s=j7s2(=&5NL5zzF-~0{hVdCP(D4azvR!vu1$;XG+
zZ_4$~rnWmNm8?d<RBNEo@9Xy6+{vkqTW0c_c?x&!=lp_1>cW9Fkc<qkxw-j#VJ7m=
z`7yKZ({BNWqz>t@J+$0T2ibvg0iLHyTdRGaNQ=9=dSx7=udY4Gd9(Z>sEz;X3z5t<
z_vf{zZJzJyA>)-Ej)yCnxHS8u2SF=x$Q=QVq6akH&%TlpEd`H{Go<>9t12n|jAfLs
zLT1{qT<H6alo&tUp46@iPtV%=;o!}+aOKsn(f<6P1I`TT#)my1O^o;zr@x=FZZbVR
zJqSajCW%{0p5t84#&jiF4m<>249`oA>?DzT%JFwQA|I*A!qp9~xrr@QZ^(k7(^82U
zY=bQ-#6CyQ8HcJux`OHx|B87~Wg|fh)$95NmTO^GjKjh@Q*`=Y&ifnmx9^<hn4rV`
zo_LoV%oge8-gVz;q!S72iPr6~iuv@3==4-%6|p`tf-Aey;5bkFL@Pwyoby&oW;G$k
zg+LGt=JM)15OY;7k{7e`_!PJ(QN9d)=;?HIPB_E^`qYCo3v-9QE}F%2e#UpPtgD&2
z)fo}N{^Hz;)S^%HJ!Z{hwx{O4EQ7zjXq0x}6JR+c2-eMu<Pq#EEZe13?)x2KfeVS`
zc7yrK_j`>U?>0*q2c(N~9S(%petGucv5Y)?V#|k|TrY`l6|E7e`(dF&y2@R}BZ6X-
z^8QAmIeKo;A%Z5``R%NlBe9;|!-R^bP&J9yk=h(=e-bk#EzolVtOv7*R5O}_>+8*d
zM-(mvw+Ve`lmohh1OAYPk+X|SKw=^mFK@Msd{x*a*mB!p_U}&E38)&`JMw#?WI%27
z2pD1fy}N(!aC*w#qN<qZ`7KR&Ez0<QHCBv|l%^daK1W0)O_1sP^3fp)7^xGWkN{jo
zmfYJggCry}!iafh0a4zi0OzdyN{Y&f0s>T{vn&iEVXuzf>QT8|i*bqsNk7qIx$Uvj
z2@;Wv%pC^iLdaT3Yo%=m4|@s%onx+M&a5dsktW9wk<ap)3Ad)u-&RPJ=GtZN4n@-|
zDPT50#2SmW%g+(6SAz_Pnt6ng^aWHwW`EXZO0)-HS^FHUKiOKqfOg4Y6WwhKz}goS
zMvRt34V7P+eOku<J}DqRSi5fHxafW)%urbHa{xhjnd@{PL=#yUUO27d!?E%msI>zT
z2~{Zj(ag8|Ja*^QU;!NI*KOSXqRsJ%_f4CO{I6_-GsiSZ8hVkS(RW^rxrjnH?khMx
zkL4^nF7-9@!lK^Mi>0mljlTmc{|ya!mgYITe<E2PP=`GCeFQ>1-qOyMZhb=oEpMA}
z*eB=Z1G$-RN+we$${@d!AJg#=UpF*^J&_hA1w&JgZO078j$yb*$aEE%9gq?RH52%7
z-BP3_MtPIg%pnr?bN|Ryz93E_J3XX}9JmV-qaLiNit$f1P042_S($4JB5%yiO*f8a
zk|bPcR{E_1Ncwuhp+_$*EJz+2<w+6$VG{}K5OIHpVL8z8=Q0or)EtbGl3cDk22?Jq
zweaS(r#@pg0wWtlLsebBh*=(dx<Hm0x1Vl06!JI?<MpOaQSW~9o7q@(F%RyamF+v|
zKSQHA_m84s{*&t9-w`yY3b~#>SsQK;nV#{a|3$7<VTAG;{kaIg2Y%gU$6X`#>+?-9
zFXYz&tN`s2Z8A7?j)3at28czSM>LY{SY<|V=FEy88+FVLk3?e#A^&@=QiX=A$suM-
z_I9Q!vTZJ`fj3q_a`O>)%a(?`E3WMEmIe+E3Dp8VyWM-Wi*GL$!ufA6xnBm3OqxOB
z{_Hw<I<0^OqET%wf%$M~^0;uY-t_IKm3>mGjxXo6U!Z#al!R12X&V|oAXI=g1mUC9
zPh72fQN9-rCZh-C?@CmihGLEyeU1qxJzj@B>^Lyni4g1}G&7!aNfYs=anRyq5eYJ5
z@}0w`m$R31R%%>haqs#4n`)+U>{;tB#lr6a?fJ<%W{{K!aqxBK=cVgj4e)rM_@zlu
z0jNOaF+;nAdwredh1#6lOt&m>A7T5|)z!wuhs@sfXw62hI)E|T3GNrsSiHuqev#bE
z!G^$At(lHZx$XOhRBlga8`#xE*P~ZB3+<t>9LV^KIw5S+?QVMo;J0znuk5q}%sfH)
zhW)QQ)!*vPoEbP`gk>04bnIO_<SGUXqi(38V&C`lHQjjDc>`G~zZN5_;Ue6xw#_Ue
zVZRUeT;=b0?DD=gGkXHeqhvrJH!$FpBGRq*JKeJz`SPlL!PCG{N(y`I$_sl2Hu8X~
zW8(m8RqmYvnyTSyzf3_`$lbOpvdvv;;E8kqjIQ}5wwo!MCCUO~ex?F1VP#i_bP&4s
z76-ide;$b^34noz_8QN@|GIBAf0T1m4ufVVWj&VkLE1@2P&B`CC4%WRx{|H**+o4M
z5CU~c+S=2lJUY5t1XOm-t;W9#wx3&D-|2*U4%p)`ZS~c852#n0fL-2&eX`XYB)CnI
zZSupURDX#0jZ$zZR7U${mDKH#eb#ypE^Sw$oJ5QM>0s@$Cy#k~6<mp$flbZc0$^mx
z1ebSqf-+{T%~p=0s%+1Aj%b?h?eG6W)n_07&)vnsqihI#o+||DkD{5cdwFRpp1c#a
zO*(j<evkvvl|_^bR9gKaFt@1w-k);oRm-JmCFaOI*1dskAK8eiD#g2aUwte?AaMI!
zuVcCdEN3S|rrqy<u2ufb&r?XQT&)D8oSq@+!C55@BoU{@PEAz)GB7&2dg{7eMTt-I
zrOHCqLyLt57>XFJa!EXcl`Cu1D%@Qeunlg?ZjhB9-rNc#(_*)5^-oxNSEI_aba2>q
z(#jPIHA8|!$KK%pO|HY7aZEx2D{wrd{oGA@?;fjmviD4*KLJf<M2qhu-8X)g@fk6g
z#tv$r05es~XnK~(g_s}APStJ5Vbiax9RPDes&mc-+Tx2vfv?&vG=rwo2bKe!S$0!j
za&pOt38+KlqaMn@D;vZ-FZX{gA&0W<UiloHQLr0(QtIi&uIb9;p&?G!N&Y8YQN3<F
zf2w_R&Xq8*9n$2v<&ph(;+y16%libCo=~VMaf?L8=~{r2Zrw^A@CQ=KKM2&fOAqua
z|065)#QDNI9GYFfin_H2HCA|vu@7i6aX)wKWNVeLcaOqDqSWNTt^qfIPxcV&=l$<9
z@ab2BM2t#H9mkt$U`Nt9>w%oS!tpfZx%Bn-q?p}>9tpSk^|zVIwZp@F`&aQ)NdmiQ
zD_6rLyWdJ#L}H(ZhQ7VqwY?b+OT15g1g5r%MZlvB9X?bSW6Rvmkw>N^3HnB@u`J~=
zu$4whIxh*LmL&mw3aexTA<TW3Rfz<fm@0sXPVsLYP|-5+zM}O@aJF>H<Tl=DUQ;aN
zVOw9{eVqyk5~@H01ATp_p!*j%am?QyQpqM*k7Cb{SBd68?rJu?WEd;ox`Spl<#bOq
z9ZK>jB!s<FKK`$MYCQ`(%xk$>#Qw`xOUhMbU))UjW_`8`z;r_ko=Du@ctnW%)n<6h
zrbwm65aA@f%HS+h{Fa=I*Mbk56!!;LoTOv7>^t*EQJF38pL{26kvMR;C{e=eb9&)x
z*Hr41a#g!JltB*zFBM+x8T+b2T)SOKM&qlixVAv@O2NM<Q;la*KF-2l+Ad|g5&B59
zB3}#L4}`3m4dFCBGc$_ItL5$XBJ7by;|C6ZS^_d!CgE<bB=@NQqXp>uJR|Sz_sS&x
zhl{n>!4jsF)a9Gw(bcU9GOaH}#or9`htD0f9t{+{lwDr4w9VLZH-s;zY1S%gdYD}%
zA=xwJKYO5!s4+d-&Q&z_H*|RuHR?7!?&-FE>CVVL=R_ebI>zT&TJpq5jA-hc3p2BP
z4))mj^<!<MfH5o+b=8xLb*nm<NQAd49d93~uehzZNNTM$(Ag5)38>&%{%Z1&>Aco`
zy(oRM>DJJ-r`2iAWB~}3@u8QmtOnV3M?ILkHwwW+9ekYbVjh(^WlRd{I3LLt%saS~
zKvX0;c}X2JZ4*<~(z&9sp+C~(DQr9Li0!c>CO_XsTMZ}pHNR87)!K?Gv)^o}mg>%q
zZuw6sP0L5~MLk3k#JjGa5H@KuRCF8`QAB+38VI3;^S}MpvtHtBfH0Wwbxofe6i)A}
zvr*$V8?k7b$-~vIh`(|8F;uQ*uB+85M<(Pay3+r)@O0W>Rn}Q0y^*llYxFrdJ^|Cy
zV(l{S1a|Q-5{~Y0C|v{?;Vj}&8k7LAl=@JANXM5&GTuGArC*SV0gkPhC$8WwFV9IM
zb}Fz(8!IXVblhR(iv?+kU34h+fPkQRWHFBT<uj93O1K*p-<X9hwQvQ%=}XJx=KyPa
zk3~=yn?-Qk1l9rxnp|pOawb92v@6>+a(zCbtmhQL7XE-)0#%wiF%W$F;#nvyQzmm(
zd$dmHdWy6$tjfvxvUxG~=%*U2kD}z$`#&tKkDqp1(fGn~>wfv#sqk4`(^Cn1^)RhE
z%LUwVh|SrBlW&t|4Lh|ygYzg~ShpaM`cPHFgp?8E#8ASUg#OH^p$U=)S&OY2aGq`V
zZHdm6n8V48?X%Sse$(MOk^#a8lg8M0w;gJurXiDXfw@g@yDz<^?Ca^zd-A~NnpH;u
z5Jp}i?0aP3j-KKYdaNbJ&!VBb_^y<3qT0r(E8e~pp<O=3#pJ`ELZ|Wvyebl?B^AMN
z%dEU5{<rPp9K%8ytxBkjvzTOll7lhaA}wToe4pj1`WTO9Cq=5}oQ)>Ck+V#S=<a(x
zNZ*_8x-NBN$RUd_M<YmV8<U^s4x<kMmr)lVA79XAfV!5|e&u{N9qMH9;Fm~(h`!tr
z-`k9l#<lW|UdUoum)j#W9GD|C>5EC_e&?O3Q#yyuEr@<jadFKQ{x`uRB}j_(dHOm<
z2-WeqOwcjSDa`f!MQx6Yb2{lSx0PPsVh@Mk2zlL~jczwen`2jOB@S??a%oy;Rhq;j
zj=Jr7UH!__%J}4UF=PbB!BOI^gRa)7@)=`<uJ3kdCxPA&=}t~K%ik`SG~&!k;3XPQ
z=<$-_d|-a@+x~IZ9JiY-=v3D<aHVv<1;aOx4iI6q^)u3Rf2k!E*ZIcrU=H@~TI^TB
zDrWq|y`f1_R{d@S0_W{|GDw`I?WDzbyEq(}<r-wRoU>Sk8L3*Zw|u;=FEM}_clk3q
z_=JFlA_)0@$<6q4K5r*fKdtP1y1O<PIz%!(Gd-B~Qe#WZQ(E_q{Nl>W9mR*~A49s_
zD8=0$*@<$>eeTBO@z54sy5GkE60kgUMh?EyqtR-A??vhXy4Dlpp_muWD?YeSUa>qb
zshFmEu+05NURK#{Qy)V<YUT%sCAQ8I@+9QspRkE>Og6{Db8@5OLPOMPnV5`X8vIhe
zV(qrP#>-b))-;!Z;LgZD@QwOGiP)8t9||$4fx{;4gHKjKd2fX<<>^kufv4%&5hQSZ
zFIZj03p-)mfXSV%7tR3N;LbYZetLR(98hL-obGeT$nzuz2a665pVp+>R_L(2AMJtB
zC1#RNx*L34WZnTTUObHMQcJ2~ODzAEI_BuF)Z=r6O5-!4!0Gwzmj!8CqY##bG?_7w
zwk$ZGzW=<bX4WyS%A)&N!Ii=JmRcq=ox(Df0~h`TM2j&v#o)bFKbcMM?;Dt0(&bOp
zaF-+{E%cm+9dXXf{o9dw?fj`}J><;_FQlKnua=E)F20p(&LI~+#Wgj`7NyZx`v!-j
z!oc&>Lq;i%6zRBF%n0bq2Mt~`il`vm;OzODKPombq<~09|D{-R86-DMx9*};)}@|8
zjmsmizycUFYUg3^RCs8VXA8QV6U5ka8Rg~NWJR7HBl&b&>iJSyu2R+%yciktP5)F%
z?oZKJR{1<<<}Z5v(v_j6NkQxS2koRQF?)*scdNHUi}8wOJOEhabmI7Sq<^$b>c->$
zgBHLxtVv-8hVR}z-kFQ4d6#iWO8sZ7%+hM=>z7-_?cB!_ABTDQYW}R70<Z7aB;4H`
zNv?ry-A6|+UZhkLx~x!tziikZYSIJf>x<3-rLj0JW3(`$Uje!D4miS+2+xM{x4%!a
zloKiL;`IZ}?$;9?XnTVTQWjpxW^Zo~5a=f)y>El(1k-;A&0U2ts~Lwt-w0~rJowDw
zrR5Bq1pb5PF0E-j*QjVp^mb9A5;|ViogD-iqh(GD4?1|J&Xjy^>^P*qCfYk0X|3Bc
zi*#U5{gN-ULA@<=LfvRO#u@P?R@&IpA<~d|6w%o#7WMK_=L=CNSjO`U`N1d{Np_`H
z;FZEnVub(>(da;7lP#eJ|N8QBXx@@*Y9>O@JkJsoGks57N^afU%mz$%1Z<oZbHS5g
zfA-osuvm1)s;P(&Wuk9LaRf&<iq(sAj9T1@0A_w_x2RWYJUX+os=Z9LcThJ?CvzP4
ziwn-G$FKKTE3h_#T`W{hX7-tX$BLT;sPpGRp;x3!D+OHY2sg%A)iII&XDK1<HFg(_
zy|3Rrz{myW-N$q}i)6JPH*PO7&+zZ~Ox>-sCIac4&Yt_~!tPb}b1vi85Fy#)nNY5Q
z?2$`a+J?Pjonvl`X~77ZiwruKC$fiLIi9^ERZ528K0abYUsc`!qbW*5*qFMxYEDSV
zGcli{uc-2q+wW4a_cFgssyIG(mpTBIu`SYJ><JnIWc08KkggN2(wiN5rcgMmxCNWn
zNm1a3t4C9pmnjGqX?)+I_5r1@2xRJ=wHeF%+Bo%dm}JJQ`4i<6oo+@@VDTMX?{{@C
zCx-$Qw5W1$5tM^P`gPIZT*}Nnh(8x)_dz+4W<GV-Pqz7+QkErBfA46?$YF9sjaiyl
z<j=AVoyLFmIIW>jjq6P5u$#eQvxTUG7eMC3V`20;sC=*?QhsJslim@z)CIlqCMEQn
z1h&^Hxwh-vz_0w*mZ&o!{YA6g!PD&=DQQuLZZMZsN3su@vYkLAghw%c`|A7#N~{b^
z5*wqoB4M%Ktu3nPBk722xN6SUF4VR2v$QO`CHH5vBVZEtm~4{xxv^wJ_(Oc^#?XDp
z>!kG8u?z+c2Y26ekHhQKYTjwMkji;;+NVhz()dhVaMZ)5+}8_Ec0yBjBezSftkT?J
ztdjyPQ3BrmizQ<QX`J#6&hz!}=F!8+(&HOI8#Ogz3yuksIp`1zfrkveR<D*ZD%BgJ
znw_Q2p<mC}E;JcAEd!80R!M^Ehs=t^H3bq+>eNqSv<15<IeNNQw!t#Mv~k1(PdV(-
zCW0+A9ae6F+$pgduZ;h-SSE{b10(6blsa*opDsQ*t?!enb+`#Kyh&w%Yh*ope6rJQ
zKSbG+NF#q}vHZZS6T!i_-e_sEmhmwkNsty}L7P*Kd_O-!ED&XL;_`K&v$vQ1@~IvE
z&TM4IM^CB;L`#;3xRZ$7E#xHTX(#r<nclDSj~_49^Oc^P&aIN^ujV&@RlX2McnW8L
zSK`vNkk?pF%>`gCeR-Mx7!-0(M1l;x%U+Oab8Lp)Z%vn*QdJ(TaKIQT*VA%kFNubE
zgNL26D=?)ut?;$|A>=Oufz#D|mRC_Zq;A~D{0>xc!t@QYF)6-o+Xo8f0}P67wG$VW
zJ~Q`9QxKt;5$42d8O_f!On#Hd=s^&&4S~=UUjYwmep%fXw2>ksGC)W<9O%l&8}=48
zXyyu>o_f(`$VOPynBC9KsV1eh-l@z|v$d_34evkMY6xm{Q<-BOOQ;Sf2k%i!8b!_g
z2P}9i^@_Z{fwCpeu<tjdeAYW7R$n~6d~P3u=n(fU_X6)r_!$m9ILKjTIhb-0G(Q30
zNt!1XaCVo&r5?Nu_WqPx)yN6pOUe*WTy2qeI&mF#_5erc$i;*ggZUA-m~z09G+YYh
zG$YBzaDi(q{BTtfyRe2U!6<xsW(I)1ZtQx_?bz#G#DT$B3qJzh)xahFGd^*==E~A6
zw8k#rP0tRdPUeeBySS^Qq^j~Qbu$sQ&0FK6!LMENc$i?O<q9{wkzKkt_KX{HE-!^m
zhW;}!XaYg58AbpeY2*2kA5P8cPB4R_pm;@9-Rl)1TIcjc-&A22n#sD7uqICz0F?>?
zKrfG>FdRDnK;k^>VFJh2C%}QshdYcd&eQj}Biyx|ai|0?!2MA$SNWGxs^%5Oj3^)y
zMxFek4WAZ0ky!eSNa(dJeLoaWCr{^nwC8lI@x&<b(iHvFa{+7buqFzVbjiSe+Arv#
ztW=p7bc;^<)vxS|rm-E!Kd%v%xY<%+H}WE4EhZ1^d#hIKVO5Js<DiyTD7u<iSQ86-
zJd_p~o>(C!MUE4`t5YWO0ZKJjX@zGqI2|~Y;VbEhbqC*yPNb8q8t1_)PpqZ`ePd(B
zaN1^ZarHW_+fd_%it)7mQuS<;>E;Uq;7EJR#lw`pkcQxDwRhse>bEHYSpJpHdOAd0
z7Bd4T2_ccnQkgBAP6s36rFvt;uh>Y5s1$jIkc;ZvZC<hwD?4pPN0cc|&EnjC)7~K)
zH!w4oNu2x&S&r9Q-=XP=F)=au<7rEc2g^9$0hnnKmHBkt0hi_kZ~C^xcGvJNxqR%$
z90W)@%nuE|ffms}2RS2Fj$HVAbSU9nL$CLKN6}=x>cP%g)Q!meYzv>8!vb)Bn{g^|
zYBnP&KXk?wvKQ+}=0ole$$tjWy{@h<+73MFCK^*`VRtu@hdy<2lWT+4`j6ZtuTAD}
zAJr~SUadg9cguC|z+UU`b7PH^{l{jCg!|++$80Ssd&e~6n4MH?K~_wh=o&ssel>bF
z_oEfk8*O2QeEtT6=TIsM&qr=wNO?TdSYb34yGcn`Y!^u@24mwBLu7!l@)^3|c#+xy
zUs)AQ6!6f{l6v-@D>e=gh@3X;s<q2_Sd$=X1)U%F&7tqjHtT-+wDhsHHR@xr0lY&Q
ze|~=6!ilzcxY|Rr_xiJMul8)kA%!4SqixNhFmDV_0Wivz1wdjD?hRphBK42UiS40s
zl~+SCxRZMq!0)z0|LAN>1($sA_N>tfOfyfIT3qqjyX$8YSA8>AgR}9hR6&z&VWvDD
z<osO#1p(DCwg083sw<K6EigT!tDD!svhspwU*W|IX%OYH3uD!c(Q~@IaaTf=6`rfV
zPolcwf4dvMR@xC#;C0SVATDVbxD@Zot~YY;?57qg+&72Q;Sg`jNA1*AzWYT`)4Gxp
zAj;SXEoHwa9ef>nk5E4hniG;D5dP<MAHXb6<A?JPOgmyZLn3hHQla5hyWj5*#jqzd
zL;gO23EeaW=y%P3&9S|6p{Xg01)o7sw=m7gZkd4J@5>j@JV|4J5A=@m*?LJuEj+Yv
z&d3S7b9bi^PU{g)*O9b1%xLogqb7xp%Kg^_1m$hrp6P$)f2?-JxTQa(iZq=Q6!c6x
zpFE`uj94LJ+L%h#@Gd>^Nm>1thgNMG@KP6cZ9Ls{M$~b8Cn%@ECg=Ptp0Xp%dGe^Q
zP`p0{#^?2}o}Pzi)cR1g2GD@FZ+EecX~Na|svOl_oU&KUq#?e`gGNn7!iCulcr*=x
zJ2TcPuAC|^tJE@4)O8Ujnk9u&`C;8o?5WeBbGt9sL88y;q*iosB-0(zHjcD)m*_Jj
z993gl9XA{rk&@juBokPz&0DK-4!w)}x~XStznqDmUnoPu_ru`eG&t*^gW^n>WYn6o
z=#|%pGSu&}DrJ;&^UZBa7Sw5XuUc(BP1c2lK_P=P-c@9RUVPSCY!P)mjUwC4ck4tj
zLH)3dY!&5^r_EjA3{~1qDH6|IIpYvl8`u#TYF<?uDb~czS6ZpD;xv5GKtjG@V@qv#
z_%^C$Nq+>OR7YzKw`iJf8Yf&Hyou{AEld`)!*AK1dN#yfFfHG;Q&`eE4HnX@yt=-2
z!fgk&O`@d|WJH%nS`m0~dPPMuh_qXB+imiF!c<j{4>Elb`#rtBWRg4LB?gJrdYk7A
z9+uvI+SL-q#%i^;8tC9q9PYl|>u(bBa<d7XzHKD7oeWmrNUrpYzaJ}Oqhn`(=1L@s
zVp70qKxR{$SXSQYY1wP-XF%M*eOx%BTeb024$mg&7Qq2cG=0i+n~bk0pLNt|hT4_u
zK@SgDQ?DK47+fUn|3WRonHibo?QLgN0FkAmt4_|CEAME_oCGA@5)m}LDO^!<w=>$|
zQMPsdM?eRJuN{n9v!@Ojx#DJ1OT47F{thgthm&EddMqL$csL|9ZAJ5asOv$IJk@XH
zd7SfHE+=H=;ii)Sz!zEet?5K1Ky(a2vmYPvu$f)%%SX-q7~3Z0vDW1q(%5=AGQGVv
zR?FK>S~V-BXj$brWJ<(F5_X4V>x<IL=Gpoa_OyYD02wIL%5$-xsL2Sh$+CBK?*G}g
zYlV?pSXh|$e++o)zQEZDwSr1v2FS`+e{s^hk()xY<(ls|<>cPoU;2e}bOv;xoV(Tt
ze=gZaLiUgJYfIlF*hn5w1yULyci1XTo@2#f|IE!@<bHdA*L!*fVPkTkB6Se&3^H8h
zS%?eD$sN1_$2il2_;iJLF<~0?DL>%B7i-bWfUFoSn4v2*oS`yO{TlZ))MaywFM_gx
zyeGkpfJ(Lkz{cok64&+BTRiC^935fAhGoRR7^j<#adY8zviS)5{f<?K{Tkw!ZQu2@
zsM)_o)!)CWV?Zpz&8#GTbp147xkj||eT*#=qd<V90Y<dsi@@_^C9}Rse_452QW8K@
z{rO{%17We~Ym5Vj%CLz=%YoS_3E$b5+%Yz1>#O3YJ2r1Tb{v^@N7*A=p$33%qXo3U
z2OLtfznJ#j<YYic@1mXKPlwQA%yqu^i`+gx9Gf`gv6_0r+IE0xvVI9wHU54VjqBlW
z;1lS8bg_&Va<KO~d21JO;|Bxh2{7a$MYm-uX^m{@HY!2p%HLy(Oujxe@;P+#-MsDm
z{E0tJo~1=7^!bg8Bonn^BZqvx66W63DG9p?LkEgk^_}{n`!x;W@G=Ofe+0MGd~ST%
zhBSy)w->>blovxhl=@XUo|Ueq%<)f>Nw-C~e(Z?r$jZ|>3;%CL4DauuIFG@z!_QWe
zmAFh%_8$xyn!q=aI`0f)G#Lp3P8l|s`&z~J{E#w3T$zZfW1f-OG6ec3I;|{Zzdh8u
z=tR!6rt`}vYrWSo&lfFIjaK2WyY-*+1;V8A4}iwYew5YtZZPLGF}Q>A9H}&<ToQm8
z59!)T7xtz>VLp!PoTUb1#2w**VbDAsXC)Ci=v3HQI3DD>_v`7}l~NA<L~nSz*3yZ`
z_64U3MIwrxI@t!6?_o1x><>P{qX_HkQ`rIC5fY3)T73bBGt)~*kTWXPuh>_OMKg1g
zW^^!vn~3(+uJzM3*ir}W+E%lrDAwzf#AW3}K-0Yk>t;x!>mIw2&ux{|1lbR_KIG)G
zl$!<KO%ribbHy#(v#)X1ZK%b8Qnv=ENf<}2tvv<2puruKqUS#!FXGc;p{9%9{vccX
zO(#n6-ql!W48?R|8n#@My-^MXJPRqPcDc>QMahJ{!q-^v`rrt{^>ubL{$M_09%^B)
zN24XFI$*)@SzHFpHiLeB;p%FJUSn4>peJ|@Si6<wdFY-Pdi}*yBk-?8(Qo)5tpTbd
zq|2U>slaTnQnJc?LZdfxhT3i_sg<yfV{5|WK2;+a&vu^Ay$HuApj@Jy^Y8wg(mC)1
zjoaGX1r#Y*RaNX;LxoO@yyFdr)nFz50YspRes7EQ=snjh-M+9;gQ(0XQX_`^Q0P1g
zaY13;l#+f}JqfOI=H}6B3QKvY8ooxJgI(7VFn-RC_|!#JE~~_@J6mapC6MVC{>k+B
zC5^dI=Y^klggU?}k^3yzP(g8dRh7=>|FG5fPN<tcaAsCW)pS;vE_5O5FX-;MEO!#d
zbM_a)EZG1gLd5bQr0+Fn2++0pG>OZ~JL(Q(Fp8)UEVju84^8w2CV~ra0%Dz!Qazao
zbxyOHAWf??BhS+_FBD0qKl0!0{0`)9dU|D7V3`4{c{7FSy785gV~#B<v%t>;G1ns=
zrP4+^XaBtgL#WbPk#xknrhZL9>h|eH2-Jks$5)KUy%$EtZ50Q0a*5k!*y&-#VGblZ
z0MOLGW<xb%8Bj7Tw>js&ih;4E9VU?vo2Y^bwTa78WO;nXMFDQ$>{4C6(${S|cfF~g
zpg;g3>-ZYDHC{(BM;DiV9EE(Pn5S+c`d|TS<~iOa>DztZT|xRRm{YmR7tRP4U>b!#
zg$jz4M&XG>BTkxb)B^=G_C=8ZRAhLyPpdwc6up?l)aUMNHwj;^waL^`rPiDbiQn7u
zq?1#bgzj+@14i(!G0m(IW7Upii1dfOXU*FHlge%plz{W7q-=k+|7|anuaa4`OOY+T
znqQ>Rd{;{P>P@7lXG`?8x@2bT-?xAL?d`YJVYxBVM~M+)p4T_KX-~MZH{O+9pnm}1
z7{d0OTdKRa`_!mS6v4xVs0Bv3bt=oQcEETHW_>&UTB4<&Jfiug?(NBtn}I5<T(Hk2
zW!U2W+qcQOH&bs*4Tt)yj9<;7S2XEJCfjPKTEH4ytWSm{>}}I5V61j%gGEYCuIWdQ
z&TC6EawCmi0dAYq;N5$KG1p^}Fl9|lWUz?45)_hBJ9QlSnNJmQ7E$-M--e~6#WR$$
z<0|PLE=?VI#pioJCqK{3Z*K$M_qmNwT3b+LA&+yHD2uTmz{p|QPx#k9BR61#|6Zjr
zjB)k1tx$enwDX&v8u`u)+NEMpRXOTsW^0Y6>jJVm;Om+j`gt$U=r}kq*4LBw4yt$k
z7tLG2?y7PrY{Dx1yE?2%`HD^2MlSBGK=}$)F6yhQoOgthdS-r7CF?yD!`0&Z@;?OB
zSGLiD345!w?6gV9{VR_(3L6fT$glmEC`t<p(!cd*mo*rZ6^+nX`G|l*O=cb7qoxy$
zM}GF|UGP|$5H|brBMi_h%3-`C1rzW=5l)B;h4tz=ca{5YOV~%u0FCOrLy61Z2n1m<
z>on`2ehNQl0FbeoopX6tS<JMO@f=YRam30GxfDs&?IcU410Q5}n1$r_VhTj%Eq!&!
zKhjpN<5Tm%trqkTS9$Nh`-wztdOQ4Gj-RM~5el&kis&78l)<0Y;esop!=!9M2>kf?
z_YTB1ZN=NA|2cz>wsu0T^-sm(E9Ra&WgQxz1Uh<&sL<K8!(ri(!DiuMfb$q$$<(e}
zCr(-P=J(*|Q)iaP&ltxt0Dejd`!2NG>4lCYfnDR|^4DZK2?@Q837gM)5W|`GA0Fjn
z;V&>M#^#~Dl4O0Be|%<~zj*!Q20GEGqT_vXQE_1({n;?_a21kQR5W+|73=m|*HJ5A
z&iLmxH<$|zbyBmDo#*;LOB*ioRs1vfCb=Hhw$6gDAJx4Uu{`lMgunPj_f6$@a4tfj
zc%58iYVBrw)>l@)el2>9jI$WdeB&$m@BtAc=IytJB>}Dm$YaXiVw{#~<%i@peDP|k
z?sW3eF)^%tDK%;v<8O*xK?ECeifHs*O&+Pb;C*}2gaOn@32RT?=ci~}mG?KyS+o9p
zr?i^@gxuQ}#HiZeCFy1_Z0Bqa^vmfm&N%z&cRAmpvMbIKj5J;AUOP*GbGgeZRWu%D
zy=g5?jD(`%+m{ta=ex~s&zq1Gtb&4yC({M9Lfjr{jL7>D%Y(?-X>aWF2*di<jqYkU
zZlYP&R;*dqYm{);<C;7bV_2Hgx%0**b75Z!3A+fx@wHhQ;KnTKT)M8r@_eVKHzOJ{
zTV0PAEg3g$=1i-AE;y%OP}-(;seCTB#=d7zgbQ-m^Ok;@k-1QLw^h<uNmUgnI={MY
zUVk1dyFe^CVcfBg2fU&lEx}t92Y0@7I68a^xV=2{H|3$|p03k;H*-8LQ%7~18x=DH
zgWeF|Q1(4cB=YaL6W)LpDpYc&j47wWkDONxUV6f5>>a_`tV7EvfWfxvCY2m}284aL
z(17%;?YAb9!_QEZn<CfzW=l|WRZA&(*c3P*J}g0`#g7^z@FF@{CM02f)b47%0LhGH
z0NF5lVKI(?Y^~5m{x&3jD|5!8Ulj|v(~)v@16JdUq)I9bEI~n=rmA$j$nEc7P%q){
zN{>0W+IQd5^cHJ8o{ZE%vg_6-KMZN>Js};4`i-E`zY>F%D}Da>)M=p{ESaA1omWbO
zvxe;>;1@CYvCcOHqzF7fY!B%e=48>=nn)*#kB^B7B(Fi5F4dPMJ^hL)aZ`&oeSb@0
zSxHQ6CMMSU9fAM?Bd3`9pi#ah9G}!<0Jx1L-UfZujUWHf0tno>e})QBOi@COso7G9
z$Sq-8-}~0X^|<a^^|rrVVqNwR52eh^Qil8hZ=j$yAfq0gS?bx>;9z2v)_^2ppP?Pn
z{*oBpUWGFxGIg|VYqbLn9GhHMH&*qIOG)|A0_c;7Blh0&{QH-eO{MOfj1~8SRvx<D
zr|a>V`iAaz`S#nd#fY+b-Z$x_hydXX8o%*CuGUf<aLOCfC@t5oYkTUvl(0so%Ein3
z|EPKksHonkZxjSU>F$tj1nHJmY3c5e?k+{T1ZkudkVd4tyJMsqhGyvIKK#G;z2Cj8
zr3=<lX6Bsd?D)mrFHS9MB}+-9$1C^V+|^$<sgGJ(6-XX_c{dXBKPZj`him7+0x#$W
zR7$kJ73#lYDlqzJNGZ9lrS|?qq-KH9amsK?;}urEf>rb(c~R$ZbR<&0f0wXY-rI+_
z8Fsl5$O?1?SQC1Fq5-G@b^@``Tc;kEf8wxgGG`Pjw(jonExGrKp;=kUovhEM5?$ub
zny+pKy)EwfN(}sPqDhm*t*q?n);5ja$K|!~O1jK77&(vJ1zp{J7u2{nkTk5!`8AX=
zImTb_GQ)280{L|X|7c3vTd~4vrd-oHRyl&fG*w}0OZf75JE;qHPEP!wkcZEkEU~8T
zKQOFLo$vw5b93p+J?E|sOuBDbQz6(-@T%+|7I9{=u3iRR?$FW*vdte#;iq3WQQuzL
z^KgDTQH<Q4uqdXM71-w57M70OYCo7CWeu02-4hp^e{A_$o1PFSQc!=1F16?|rY_91
zz53z9Z|xQ=jI7D~`q8A|&q;XHBqWyh=@Xfv3Q~|mmSg`t$oO8BAg@q4XN@mbWQz-|
zD*iwnXcEWAojk9UOQB6$C6G57SAFNk7f;eXpbH~FCr!d3@20n&Vf<p+dl(k8`i5lc
zbvVyp<LXwaC3M16z<$A(S#W|yEe9crKwx*Tv*SHZ_x0fLf5kQ88&}E5MgXzKaVg_d
zo&d5+LSmRRKWZ{la+%-7J&AT82|NYe#WBW@Ii%1_b<ni1OSsZfXB;lYN}7E=LDf;G
z3vKZ&)qiJYpT2OqOKLeX694od@VC(2oIjGYB)d&F+Wh*ZMs;u4GQ&>GU8`{Dbso)S
zY5D#SW>H&Va(Ol3ed;{@Ws_`-l<~uzB%=zoLkzE}OHU8I@nn9LR&zt+r)_m<;v+Mf
zEj)2%Ix4E?3=hqb{(ht>+=_`FZG(_G>42L#?pT|e-&yiA^A=2!0z9`VlNwd>v|IOX
z9Vg$|-#$sMGM)idl`Gy2rQ1GU;g{QOe){AstzU#A&R`%1L3*u0TSs^3IADAW)vF4j
z{76qq^8K!Zz;sfAVf)y&w_c52^=WStU$430Z55-S|LMQx88uae&&_%EUM_+my;+r@
z(cQ2+r?XbMF=@4RZw^9XQ+X!%YpR;jBM=h@S9SI1$kZ8$8t%^_gWaq%yqLV-GSVkB
zTrVYYaG5<ae9bWeC~0Z)CF0>!vu^XOIkq<U_P@M6&%`b#gV=JJi>mhYn-?liq%{f{
zG@W5}%G&m9gqJEec^0aV<Zw$ui2XI3G46q^ZHm&vc-O4c&`@1`V9{{uhnx#r@`b>V
zHbT$2@eIv-9GU33C`$h;fZn8sN1=7xTdiXr({6hD_^hPA-dk;#<dKP;k2t<#mhzi_
z0el7o!^J4%Mor&|Pg7I_tqO@gD(29}G5s$GN7p0{v=3!%W9*U69%@tjmi>y+&b_!h
zRgcFCLpq*Vlr@E6<}QN3fn%oZDo=)@ZLEngY$86qCVn6xQE!(fFJfOZoC2z&@oE>h
zDDqbHJXu~o8w^wK$mcwf$knJXH)}q<Ij^ha{Zm%Ly57h|lviJ&<dTzhkt+uNcNF>2
zKQE^I$FsN+&bgkL#gH7yWzL501v(<<i5=1hm*qd^zjlbrp<+oBa6D@(0i;R+B%MBb
zoPB@Nzr0*Qv(nTZ9t09O;(<^5!aZ-Uu05&fL=c{8!@BP!;)%@CYg0Q`Q^mS~m%X9X
zN7dtrP5r~K(ck??FF|hP6@Z#(WE^Awj;mFbD+DllDcK3Rc-oRhM-)=t%=WPd1?BpW
zKcVm3*%-$#onZaS%NZ$o*~*4gc}(4(^YMsx_iT2ZRJnG!+|L@JV_r;2tov6VuuI&>
zo64wfk_F_i1k1bJ2By~YEf52l)lt^E`hD&w!iKg0Jq>&WS65I2i}Zwq5CHwc!>>^i
zm>l{cNZR!rqG~k;a_VkQVDtO&ASKGBU$lu2=eF)szt!&!yg@;%jvXYo#87!2HD6=c
zF`(XCX(f)FgQ>!CaosoOB$<^rl-ijPl^?}0nedu0hVbR@I+tw$6haIyFFkTT9@)yA
z76}>E8S_t<)4t^*p=Dn6qVhjLNg>_rO&2HD`T-oO6WF=bhYv`;e%dHza;w+sDW`I}
z`(mC5`rc)43oaa1?lthuV>QJx?mo2VT=*#D<KbIhPTJO*70A@Dhs&F1$YSC?L4x)C
zOW7dLObkyvlO*7X=UHf^41E#>=a|-3LX+LE3a9sSX|Rdij>O5RI}=}<O!X>L<@}(Q
z)FtGwuvsc01HHZNynlbLm%Mr5H)X{*DpVr!*!17?@F{I$xncsS&!X`;9$H|mOWsxd
zpyi5=8LzQ{;3Gc2&M}epLVXG7{MP|H!!|)3;sV=$q+_nG%zlUv2G#E3@qPLs&>j5Y
zprnvi4uz;nos}fyw3dR2e0WE#94N<QfpR<u&!n`w5*(5kcA#PrdpyAmiMhh1326xe
zL2J$petokTOthGP0}_)~Z4)UfkvVXwQ7LAit+aM@?;GAQs*t59j0oofo~><k6cs!Z
zz1dU&8&;~lieA@plyt2lgQ>j)fC5yGUPg!u?&x@SydvJTbg|f2o~zRNkyqYK@E6L<
z>e-?|Y&e}6KlIka`s{zc&O|Imf4Ay4YP79;UOyU*F4<@`ReWE>=O8gDET@CKa_K#;
zia$S#wT|jnb>HGIi%GvZNfym78=Qb>j*#h5(klX8^-QTyaHfb2X!TtZS)|v7Qmw{0
z^=5S4B20m&BP={zw!nVS@jBw}c5=7iyWzt`Z~QYE)ylv)DWm_ZnP(dL@kIi(&#wa@
zz6xe+K#xkq=Y~wLI3GNYkZ!WVhrYVKM<+-S$EuV`N9{lnuugsuh|?XGM8vsI&Z_N>
z2Qp#Do0KozVKMy?JW&LkHI5tt0^}^3<h=|cHtE71;B8uriUx`YE!EJjvB<NL4K4Mn
z`~r&7>PlW8PSY7t-`Pe`0b-Q8*Gurb!oaug<+ihqKnMKR6)m30CzMs)@ln$NH_ji3
zo@CN7B9$wQIFi_Rqo}1%!k!>BXF-|h<p@w1n$9I)9&3-zfw6k|k3duvT`+3Uw`*hV
zWOShzQzQ{&;AJ=9`3r@9SRIJC2NEzk8_ploxJRbeQ02;1YgjKlOXdB+%Z|}+Q*Yx@
zlyv}z(tG|AuvbXv`;B4adLIa>b#kqwI1WXlWSy-;6h<tEJH&myrKSc0t#2Uk)Bt5a
zPG;s>Qe3*~RN2|})%Bo1{%Z;ppx4xEv7PHI*5Zc>_C(KztadJc4h`K)>{J7lgly~*
z0eR;yFYku+$R!8k-Jdg8<`@2Gr1iw$RuGI9o2eLIu*VjS0Z4!zXZXCu`o9NqHZX_O
zq)8hL${T50Sd)-kpW>r$Iswd_JE;G{H~I$REBx0#x!#)akU(Asr>cqq)MWm^O7`bh
z%TZixoF8(P*Faju%$t1Cv~{>vsJ5C1-haNLeY8J<zpRc<KDA4cL`l`RZY}t{UqZt1
zZa@juHs3qB4=Z}Rhc`p4>sT0*6~UzHv0D6kZ&Ry+-ZE$Hcs0OyqtD`x2mb{7t0{IZ
zZp&@S;SBPsUh9Xlas?M4C@%$V*Gov5m^dhF@zPZjH6NcLO4`l5+V%}`*GXt}G5fW4
z?Q}u!VZz-rKQCEn^GZ8wD@J=3)z(gB-*_j6UW&S_n{K`Fp>_3A!Lkw{y-mwSxzKk=
zcC-G#z4ZD&=<l>37AxuXTUXl9kFWHCeJ<CX@d&L6vC>qP3+t;)FSP1ih=j80?Y6FV
z2fhE*?U3ajJzio_9#Eqltf9L^NU_!{5({NbK&XLb%go#&RXB!G_u-Bi$Z=-oA6ATo
zPqsB@IaCz4mQ*Xw48B(0qJOw8Q~`=xKLZUz^&n1*ELlVNJUSN=(?X+<J0=4OQ)p+q
z%>>of1l`-sOKPt6s<Yn6l78FYUGzb#=yY>#^Oe$n?*62i`Q6?_u10(A#Pg`R?aAQ1
z&Mwdxu>-JCxnJ7jZ@C&1PQmB`A$bto2Bzw2@+ZpG=B>@K>TQ&g$8$W|_Y<?4je*LI
zjN^b*l9UclYZSEr+)k&m3N08?YQy=+Q1l;O@iRGx)YNyE5Xdl4&ZA!nL}2hlqMlc$
z3KfurxO;M2UdlR)=(_85oK!Q6{m~XE(Vq%#B>&bKPx~^HUQ}Ph&(1f-q<ddN+~%)2
zB?OYWm|w1?(oarCgNnF%I=Y+v*cP4gFd6!%2WYnYRZ3Fy8Lgsg_SbLbs^-t|S)7q&
zot~OVphBsL74)}`dH!WK@}^`w$xqMlHo)$FyvmXdWOr&=1Jmc<(s?ta+rP9IDpN@~
zP}*6aPidkMSECZ~1VE;HNzm{W(^S<yMeJ}ra@r8e04<jQ3St%NgYBY){fKQ*6T;bu
zd7*-;mZQCJgaY?mY~Zu!U!Gh=C<JIg1%JFOp?T1OBM@mgOwJIRBi&VFU?guAMf?7V
z{d_W<grM6;d?=s4?3ix6G~qPaCs1P~{9HZQ*gh|}B>4)ezH0p0^NJrH;A4hNW>f4&
zQ+N8Bl&YVylw3qX-=Vfqc!m)J=;f3%KRGm_x|b};9{o;>WB>c_h#M691+sX`q%#dD
zK!f>}@NqGY7@VrryKABhyAJ^lc2KUC`t>2Z@10|Q2sZm`|C-!C{UvQ6I7n0bnjDvb
zFzq9=!6-Pyj>J6$E}bU82M3I;wq@x&f}^4pB#vIstfrUm<!B7&MhtyocPSSSDdS2q
z2#VU=w4~#FvgRtiV}J4!eMqFv0XgM^aSo`uwvHNZpt&LiTSP!*zrA_GF+Tu|MP1=S
z6`oGA<0@ZaFqo9Jbpw>>XO2ZQH7Kx13D`uwU;uylzm<GOP2NWqKOhNf{peb#-&T0t
zSjO2f_jh|L6GBAi;ZGYss4$_qEBAB)H@<lLH{hUdHy$cr0C%#8NUMHiuvj&K_4{_8
zpl~lajGT5|y76j19(E$yP)PF;32WwzqAOY`SHLP2um=K(!yd?X$pD)_*3RO2GPwe7
zVG|f;|5dEwg`j<67L2e3tveJ{qDgE!Q495c@+3Z&hc0Mj;7(|`28V`sPn~4}iK9{5
zih|aVk8;G7=a5bb@eC4$FMqH&slNz1c=G?&oazt!ct5J7X}s!dpc<awesF^uMN;+L
zZJGJAlFv-dUMR4YTblHg`0;yCA(@8o$x;!->z3$dscXH7G}MjOuDYNFJ!Dt1Vamf8
znkAS2oxAUylX(Jjq7q;Y-aaWgPBweNQjSwHJGo>EY0o+oht~VFK(n$PhzKE8v0@KH
z=@Rfptu6o$r9;a-{<4x)_{5#}JB+RV?}SjobJ8TX18PB(*>E5Tp$hQF2i#6Pl#xKY
z^#KoVWj&T9oyWhcZx}lF3n_vSQ~eDA)5>g>R1|S5di`B9Cu0%kGX!)o#P5CGzWrIO
z|3_aBs=T;KLH85(hI8#`uI)q9)hPF?zj6u$95|rL_nGMdBsy?re*p{t6DOyFD`F@f
zu=QqV170!3?Cf7@*e;}R<5>@&;?9m*vBe&)K#j+Cd^!|xj2`(LUzJrDk&jZCki7Fy
z-6sz#h5|Shk+9=t<5ed(jn|f+biH>Rn|^0Ee`CNjghL@ugahDOv@!3fFf))P;9&kb
zx|>{}KVQV}av{oY;0>&1j?xidS4PPF%inFi1ZKJMJj4t;*_b7ngSl?oAAQw+%B^G%
zqTb|{FZ*-z_!C$(Dc7Iehb5_YT5azzm>iZC7`5L}Vvx7cfvfmACB>6W#Cv`fl_*iU
z*g}O&pd*0rf>DVgK>iUX={vUT_GCFK(Q%2-G7slIE&vNP|L1GNb;Qs+?5Pwk^V8%s
zJwd+OI&C;UJ;x!Be8-uZdS{$mPp@DVo>;830yL^m0_`UYkx_Ozl<3dFtP4KS4HoJb
z7xtU>g1SIS^mp{JV<LWheTZx<t|Op96AfYk2l*+1C7zJbUJTR;hxqJ6&+nu*>VOX@
z0!&TFl{xQ75o;7V37tK<q<+%4MLO^qf$_syl@+*Yd~7U&@v5-%bBT{Qlr7Y~phxAf
zy)t|!H;6|rT^ROE-1GP?xDNt_fCYsC=h{dOqFY2iCKB~vT|IoK4{zJCfDmBri7ZE!
zdMiMBU%kU{zrV+g<1`FV$DAxU0>$-yTb<K9hqKuTdAz<#G>Nq1S4`F_8({SPTFuf3
z&`0tEz-p%gv9T=mAJqRZ6I<YPzomM1SPQ?$m)WzSa%6m58;#x8O}p_`Sa{!~7u#oh
zbv0(T^>6n#<A7Cv`6d7cGbnHJcY9t?uSzpJUjw5S)!<}7_?7vLKN|VM)JA2%y&DAx
zyjBxGqrfGMp)5FRuQlYuBJcd2!14o=@JRTH)<#6UqNbvfe&WGqfm$I?GmD4c6H1`L
zb`&9lE*A+3$`95^{+ZR7%jgSX<=(BqDw63`n(Vz-6ytFT%yEPe2azXk7ZG{8BiV1)
zWZ|nFP!J@FvBF)Nu06>HxANBs^lWW$zDPRHilXI6z&ND7A{h<lumBfrGtkGc+=8eI
zx;#YW(<2sv8UToaK?8_F9tI#aAqsk*@dAI63cwM-V@5?wOPDF91o-19M-LClSYYAz
zks)Q(^+!_);-zMfY5eg0|3@bZG?CV3uFX@Ca(e6-M-d(K%3%5<dr90$_fr2MIqb3`
z1_r%W`NtQAmy2zb1o7P;<0s<=M;{0a3x1ie4VFVp2YzZC!(iN>_FMcQl}_v0Xp|2z
zi4*l9DabHSAYw(?>;Q*>xg38WQqDuWi&3^zN80J?nC;0_7&R~u&*9K6?n`(sbmKRV
z)fvJa{3L(X`p;|JA7KieG8OoMhuJ;QouQJimIBpMEH<lbs`Ji(_|=o}vIb90$&>MW
zs=DGCcXX(E_GJ+DKeHDsB2vnVk=Y!Gdp3auhqkYSIavFnC)(<eyL|Kkfsf;UJD|eT
zSQZiS__O&2nds3uy~U^q-21gr89fz^Bv4uXi~fv23e=98Pg7fFxd`3}e);xI@5=b(
z7P^o_BDz<F1mw+<8U(GGaW*FZw<W?BDB;>RJ-+tX<FxEI_MI=F$d9uBd<+I8Xh~`G
zW)QJyf)=DF#-A|j+#q^m!*$$g|BE1%^!A$Y8&)QPVJd>J(&$&@&0+z#-4Ur5KX-$W
z9ZUd}mcmoaCM<lFCoOk(bxPset51ZVJP1JzXSx$)m(7^#c0B&JN5F{{XUgwKPhuy?
z`sKrBWa3~$wpzb05Su+kTkTVfY~Y0l@uj0-b8)QcllFM!4}<<SFQ)_gNFoJJYcsC9
zt4aIh#b^O=cBZT$cMc5ZKs!Oh!?T`f3i>DUYU|+Vbkvw0d_!T@pC7nt#4}Qu1!ERx
z>-SIyUJFD>qY8G6j*3z~6E}-_iV5z3DnA2LT~yu$suwG+EP4zIboqJe7OCXD_&*^$
zb>%$bd4;<<UtMEkj$JR^)#a23;A(AS#6JDsv3#LV0F>)q6-j`tNNlBKy72&%fDw<F
z6?ByfU>HfqVn*#{qVh%c9TC<vk%*XX@ROdysq1@SAROg56IqN-#uvT%eGiosAp8(@
z=2|M$d2zm*#PMk%iulp!36!kJMgWLUNy@}EkQGr;QQ?;-u8zplD)z^ND?@@R7S<<9
zNBh%gY)tIG*#aq(@CS2h)s4uuKfyo}5G=2D8x65}%y11@$V1Lq8gdR~6IT!I4Yf1W
z!%cGP+=C!*Q~{%Id^P65VfN1uxYPxH-d(GEo<XM<h06`RzCs2z2ou8KUU4%L_FPy;
z87w<U;ZRziP8=?3R(cP=A4;E$xpeAda@*6u9ZaH>e4@4(%_M<Y_G&%W1-elGWCSnJ
zD9z>Xpq2>*Mxl@q@?zumAMRRJ4|pwmk3t?(w8?8sf^h$-v!4En1KwAhn*F-3>ZFRf
zGSeL?oYx458y1!5^_d9?t{WGZAXR*7QmMxBzVyb;y3h%}cF``B&VR!5%gg-;I6uS#
zaR}dPbkXziGCOr`Q-IIx|8pX?nfW2LH-itG);uryF~M`k;m4PI!;1%g*R{6~H60s5
z%hDaJmJ`$vaRBSmtG{YS#GZ{^=F8|lN$lm|DB`qMdrd7k!t!zQO~qx_-oK`UXE-<?
zVHO!CM7&TtfYW1<57T*hdB36wikwkUuXm<JIYjBm7aPg>Px$)p2N<eD^9>;~>_r!7
zz8TdRH#RGW<X>iH`nIK5ZANT%W|z5*yDT`Q@cra@=3IX<igH0&_Zc6M1|$3Kcen2q
z2YY*Qk7~=pssRWVdf^ZjBgy;5ZI}J*U_KBtW;{o$Qh8xT(tu3ED4UWVR8&>qDevan
z8!t5ebhfYYJpj_b11sSF-`p-`2ASY`Q+aqfdF3+yylJt5n_$!ylagJTfiNj4^CjkC
zS7Bl85-SEA^m^yRP!<HfMYQaihu$Cq&4ce@@r^og+d9u1tK5SmMa1DqBYL&s)^us_
z)qMX^mFuY=8Oe-pAJ40WT{%4?;bsiJJ{58tPnS4c@QVTGKY=w4z~cq@shYu12I~Yy
zER&|H$YP*K0MA`C68eXyfiGX@YqN|uQrHT0eqqg&?i%wg`@D<)iV*5xeBSW=o#F@C
zdv7`pAfo$<xQ#;|4F}+~RWDnd$AFZ=<y!RdmUSGEdWfE+tn2^qP!0QWjE$MQy1H6@
zvyzftD!sm~Gr&If?sts3`bp&-b4$K1>JarYSVCGBXYDvnH$~{^6#*Nx5BYE0q|Ndn
z`rl8rFMw+|HDFo4Z8%-&NmDmfrmqIHJDcn4!3hayS2qn?qt!peyHBvSnwwZ=?D&Iu
z$q7u~w#pP5lvX@N*3NQ`|9k0^pD0A&4A>WOB&Vz``<i$v*xnh0Di!we<HYLd;&;5u
zne=X;AC6H1@xsexzH?O3W2TDNhqb55<H@>50|!@T81SVt)M0ff^_Jh~LKN5_q_4q?
zw;tm8-=1^7;c`0?U0Yude^LYFNFd%^*aaRtLUhJ#QB?!xqWyuwya?#k>n^#0$KcJA
z7_{}?Jq=KAv})kS`e)V?60!@oU2(Eu5fjr2;sidnl<PLE5xE~VNATGYc0!GZzwvR`
zLbZPW`WXC--{nCRj4b)+iWj;D-g7vvj!9daf>uKv?!v-DZ1ZhQZ0^V-^26L&!+Wcj
zbO~<*$9y!~3<7a^{)r^4E$)o2+b$4JovJD0%`a+WY)b7rCP|**;i>$lekJWKfhzLN
z?EAOO`}=luMS8BPs>Z6@)LB0fN=%B`)KN>(tV{cMuV(!YgnS!(x=x-iZiJqlnSrN$
z{|>g)%rGAAplr${aFD)!P7GOjNPdVE&Cp%*fM7_d5sAcBtQG`$UMEr>-!!EYL31mx
z@bN$E+EWBRcPQ<gV(OGmmW01Jn;eAo(P)OTcTU`#+XW4$W12#hkwgxLRvlMD7X0gW
z!FZXQ*>c#059x7V6w6qyKmdbyPN-PUe?S&Izbh22C&~{!<^{4$lrMZM@jNc3sAD+v
z50IKY+v+DwS|4=q$ou;jr&&fM^7T?y1TUMaRI)T8+`oWhZUe(Q4B42Zl?zhjm9lWj
z&fQ>jDQ}DBGxVB6{)pUo6g}^CVODKN*?%Di&y4?#VL0*!3Nf@sdX+DQZEWz5(>)))
zrL^z*98{oUU=Z}^UylH`5`j6DH7eRFL18aA9~ITrri|LZxM{UM!2PMxeZ|R%gp5gO
zyx`z%yqmD<3rjOfj`hO#P@stE>w975X2sm_<J(L_Dz2<zJy<J)Dxg0J)L~BJ=3oCZ
zSo#IOPCgL6Jax}1IPTtVl}(?Sd0~aE-M-6nopRfOBA?2Qhk3VSGQRoa5*ARiwul+f
z!N!Ny=7Va#eMH4tR8oSX5*O!by6U~)b%gw{=>+~~epe*>An%_)X~t81woTQ?vhsHa
zM&p}U+Doku)dVb>huxK?bSXj}&vj~CbKg&T{<Thwh$h9%33#l@mHYYl{(VFzDOd0M
z>2#x0=MW}`zZu_#!31vQc+R~~9Gh<JO8s_gclxQr>QNX|iJnjkU)i7^LMR5l@o<`N
z$<>y@IGqX{@S213uV`kG4`xtKgkT&5Qu_CqhH*;KGV~hHteaNYT)vcVe5BFi&!wSX
z7C=)`Sv^HU$GiETslCs>B_##U&3WUIG0C{f)6y?<%7ZDPQd02K`R2^-ha#WTb_M^A
zyc2h(Ze)+svacm&X<3f+AaszJ%nwg-zQuAq?DP0b|8YRfk>pXo5*2QYxidTkD}XBI
zg=DDfTL}rY!<0LAgX><zzgC&74L^fx(%$~B79cx?%R}JgR0#pj!0Q0{hoE5kqC@km
z+@Q_vtj8~xOY?y$d4hRz5Leqdy+C70p_OPaKC0l?8w6#?t^yZ_LgBah0a3iAs<8Va
zVesMdpnoJZ2I>2?s_(PG@}u@u$5*_(D2a*HVWyh7fmW0B_(C3;Zxs~SbZS3HziA{>
zB`Pj1?selE>b-SP>YA;Zz8YLNe8t8Ff5cjc9!_wruO=;xPLWoRNIu8c9g50u68xEf
z4|aHYytpf@rVhzf55cYEysI73^^hlvnrCQ<mSaCONo6mT(l}p_MXogKcb|el^7I?&
z89{i=s>OqY(<obrBySaFt&{lJ;O$AM$IDOpc<s+{=y^xOt)$SlDOtt&Q&yMTDP-p8
z!^tTstS>KXJtMf5Ml=&%2IX~?ML_UkqtaSqqR)7X$TB~xn#kiF3K%CHojX|3lqsUS
zPWgBR2G*PXDbt^TEp;rfEoa?Dk=pAAiY*GE(1e&956}7jU=obv)I7)1r;Z!FN+<hI
z#{9#FFnwr9?dbr>M4IUZ_)-2h5BB-gxv9_UY;tS&YF>Ar?e`Eo%PZG3Y8xiD;trok
zzP0qD%e6Hy9d%-I{hHd4njCYHi-ZNTxvFMNd~<Hw`As|U>~NZ7RQQ~9;rtd8HgO8c
zv6~+YC|JHdY<>~oeQY{4HMN>gdILMsz?z<#%4upM!B6BVEGiM#_TsU&*;QUElJaXN
zwH(#RYiPijp04J1$tNpNOk9l|^=QL}cRh@cIjNei+Z{N(0%{)mo3d|1tDVw?#l^BJ
zPR|$YU%fuUlZ=9&>LQL^JNYnf{;#L)^TAUvtqTlbKv=ukyIGm7H(YlV=X}F8NyJ)E
zanW|BRB2%+YF~fPCe<so7Dud^Eqj@iJ1FSz_<7RPaSKQIxObfBO<^<Cxi66K!JQ_=
z5Qc+6$s{B1iYG}b>c~&#X+6U)|JeGtk`cT*?)JB=#=!NZnQE0qbob@*c20Ko3pO3v
z_EenEW*?=TPv50jJx_VZH{(K}g)j61R6L&kkcolSp8*S@y#|j+-M<pU9N~sP;*PVj
zVJrNAS*^*xRkajO``JaqCP49N#FLgm>+w3gqr+MFc&y+GLR#C_zkSJwhL4{m?d64U
zZM~<Wq8^l%CMb1^PANGs@oS#bL`oKHPVr#Q?CO%r&CkcMuN7i_aG<m=qg+PTG?+mj
z6@5hKwG)jBKDrCb%|&tDS$H;^p%ca)+sE)fJEZPMH~Kp(Ke@oqRXZ^M40;BpN^{WB
z_2lYXkSG!)84s|5+0>H8R)+pmTg}x33`&WsHKaGDyIncHCc%Ay?BwZrUf-qEG-i%(
zJp#?mc{+<<E43XR8GLPh*knH2o&DhY9-hbERtd~Helw*8F`aA917lTLrg^F<w($s(
z)(fITD=bIf?+*$E$H$}alVQ{?+Jnym8V)2FY&<MFTEf|xm70e7TRaYC=(=8VZ(-p(
z{tPE82s?Uta|6odasalo%PrFCQe623rEt*11T(io=2uHg!yudT9lC~}-;&ZmeE=4A
zMw5s((TG0!3V|~epMVFfA8BhFzn$e%h1FaIq&k{Tmz1tHCQA!TO1hIuWh*wm|AsCN
z3&QsxAdjxJhy_G=J=Vbwr_+VAhoXH@2=5)becgT5>f003;r|qgk`0rB0@$=d-+O$0
zXjR9?zRRGw&i^zig+{SJ@cg+n5l<1<L|WH+I=)X_;xt+iQZ=qV1@X6W?w7R&v&gju
z*L&$&S<LLczjK{`IH_m%sehJa_)y_B%88e(kzM%rS=kBmyJa3~YBH-u>gVJ-zj7o8
zxy@?rLU`GJm>dp0s;Nz_U|#x$)sN~0Sq$R@&q&Y?xQrS^mg&C%<ADd2)m0)9kVjq#
zHP%D_^wCyVpL?DTyLlcphv&*wMvr9Z8jWUthfdJxyE5Uyg@<!`?#HpfVm1BS;_}!N
zk~OI=x1L{J6#Ia@@~T0Yx*S$3@Lx^&$mK4tB%gN2PXDwJ3l9wc%}(*%1CyOvDNSD=
zfqAzmxNdIeS}o3)qE}X2Iu`s+kggo)znoN1huB(n)QNiD)tlEjzDt6BlrWHKz(rkd
z!UscDu<h$V!Id@TrbFYO(ev<7{QmvY5z-h3Y~NSMGJegC;{wUWID;)q!4566=-}Jo
zG&<w4Hg_UUVbs=Uzi*@Z^_gB<HhSKlG?9qxjOJ_d!XhHN<Xp<TQ;NOA*cmo{(RFim
zK>^3Bv-Z271xH`zUApimMvc;u&VQ96U<f*G*QhSa@o`>OPTkLEY-tRg*zir~Bi_PX
zw<P1g;NehW@J#0<v%szxRX)RIO4Q}$z)sl+>0}d|+C@RE+NBmOP;RkoNODwzsoMUY
zYvGkw&^)%fn_VDV3P)V9A4=oVaMj)j-TEDFm1(_yYtTF&O~atyC+3ZG8;iGEeD0&-
z*b$tP@(yh$Gn^&FBF|37I*{c--OY{M|1uQwcnl%=6-(r3sj_GK8!w`dAJ@PLn#O;X
zr(iV`)kbOU%zA$M4GnJ+Ct==G<>0o5!O=yumg(<KjPu<@SzkT!{#MEK?kiu#{%IpN
zZl~g3v)354^NUxh>QAZT&ks<`7@t8~!`W%hq~TUhwcsyTf|6I_WXr%N2kdb#g+}2o
zX>)>Lf6O-#&r2&|=jC5u4*=>dW@eA>(c{+)AH|iE$i|frn;U9QP8nBiGi)W{TC&lW
zyHb$Bd*G$&uB+tWd~f?H$67toWwvc>_F&t@kK)_=1Sx{%{0|qGiFNli?e7$#WxwAV
zN-5}D-HCO;@=y;`US!AK8}!|;{0f3Wr)j?K`z`xXu2=S!J%jVT$tu;V@g-ba&vTmn
zrSG&uryrNLt81k4sXIbMtHqZv)7x4v=rlIq1|jp_x0K1}TX;=EdmI6}$Gp~fqSi=|
zCT4dYM9=7^0U~+<FY3Q9GYLUg_qabq5a!zE6AdkDhIRcYKi-#PdDas9s}6pu;WPAj
z@9yki`!YLVSzgiwNYfKqV_&M5k+i|TqQ?nyhKt)ZL|uNky@W0o!ya1^euMHRf9aI!
z0e0tRHT{OJ&_`E%5~dW|1JPFyacn~AL%VA=&7l@##wifHb_sG3a;ND10`6pLK>(O$
zzEXEk6YP0=Ft4ENuwL^ls^vN>zf_i2Sqp(XTGZp#6MrmTY&*CZxge&C=J5zeO#@<b
zFe7<&G$+FE+Jv}RrDJplwTH&x|2yt$o_vUAVIOT**L=9y`Wfq>6>iB_jsk5l6C1~l
z<LA15L>moQ+X0_7lJ~y8dBpF~64Tw_Lf2J|R*`UsK&KPbRCV_kwUwT*3`c&6TbBk;
zm<1fiCOWFz2WAe_Elba9O58gG7BvyrowM-mhZn+>`mrvpE+wVNMT>8JX|YJ>3|Y*?
zmi>P|_})G)bcP8&!7d6L+gSwq5}qrOfkA6+@DG0U)HW}}2@k(PFvvt{8oqwhP|*%j
zO0w^qDEAj{9HOstlL&A<N~3CE{qxG7?dA)7&)a@6Po4AkiG_tPhWspq4Q_5fG~Eqc
zdhVu{R~oMyH#M)+e0$09EYRnhs_RQpA<rH<v*q1gK{8=iq)WwHK58-yJr{-7Ljm^|
zlgo5-n?+q>4=@n`EyT!}BBRR5FGk8w2)*=W(02QLBcwZed3ZihsFG1}(%5`8TxS5k
zyw{e)arc;sU`!0AK;I!0pobD&-=<(~Me%a8J+ACzhY;=U?m8XaQyP!pns&Zvd+~J)
zqVI}`5M}W3cEMw?zb%fYyYTmKNmo~>`%zdp&t=QzsfYGzLF)c84-!%5+~+UUaBubG
z@nkUjI-u~{aDk<_G3)F2tt;i_<!_fq*f{-NJvRRG)v_!!K{WGhlFyLfW#IU=21dH3
zv=o{>9=EH`M-NCGQY4nDIz~}Ww@Q2TJ<u_);qqod^ia|B)o>+Fa?ft-S>E2DhU?-V
zY5t`41!@vD^+{xz{r~Pq4hxe%o!sj5^nl6WC94@NsEZtL4f0X(hO~yz=8kb(>{8TO
zFW4}?F7Mc#zSgSZHFSMX8#sT^6HAI=GM+ok?_GjuIXbffYc+^IT+~If9hIfLC*!g-
z2uVp9^E2j*Yo)%9xiugbDdO4^t`cUXlA)$9_S}HIcHC1y__o-;pbQ_E5lxgCJZ*CV
zFxeXD$7dazMN+;^l}0?+apm4_18>U}x0kw{2A52)jAk|V{{`UOH`H`g=QZTXHCp(W
zwz@C+-!*N%Ffa~fqed~_+*E&RK=Tzy!44T+>v3UX2BoB2=}0rM7zcZ2tvK|5U0Gp$
zuL~5DjmH_pOs5;}p_5fShpj$%bAJ`_^$D=!b{?wCNI`8I_YEtkW77O8U{drMk`Nq{
zWk<(Sb3ug_jNbO49uDODPRb+l;2OKh<A0`xujuF;^^KmIhlB+Fv!i8RBOk2bFLQ!5
zOcydTA-KIU;X5XBQnVepvAi?_Oaz+xOA1f>Q{HUtQh4qhEeG3%Rp#a*IXQs}PUZM)
z#6Em!c6$kGeR`PZdE1&^d3pTlY;OVu5_1@{Ka_7!>akyk>XN1V*@Iw-BFs5FjCH*l
zqG7r_wF=sdQYy(g)5RMEBEFge=*O@ySI(}d?HB*&%b>Whq&<0gzr)h-;mcK>mEL3e
z($#%NCwBWQOzhwaF$L0SpTia`L$>)~$W|%1?_O`!Svexw50u?@)rdtO%uqFa8<EKc
zxx1rrZ;ZF127_t>Kpp$=aCvlm*oYfc!w{$6Emf)dyH?Q6I;N>f!gU{NsEGw`{CvYb
z<HPN=;@w^rUpRYkpED@wm6eszYUj~IY0mu1x1H5<-|Kt<i)0w(&krV0{2Kp$nMb!>
za6?2*vhP^xEZ{8kA&sJ(MJJ!<9&c^|?Z)K88FprtP^P|lIOEU6Bn^|!kRY&pI8rLv
zL{~D@z0KxPZy4;O)28_UtjsWbXJ;p(Q8pJEn`{pXaGtUzZsY(TYvK5K6X|3bDLn4+
z@i-zEH;<_L2BCq$;%`nzkzm!ucXhQHqn(L^tGh@;EJDKQy|RPo{_p;g0L_@bhP@nT
zWcvL!op&o#JImWz0Ia;h>FS0tiBKyQ+3ZRs8wn9cA4cIXA3i;J5<1f6=np3w0kD}S
zU5Pi@(q<tK_gsKQGDai9@?Kn4%4C%WO*>d)kjt^{2#4UTWBOLnrf#t<g#5YZy%=f5
zqZKxi$7okISb6F<_*VuZB4Q~3inR#$gR{;UDJl2M-QwcoP%*t%4QRSH^EEFqD1_O-
zA_VH#t0;#57Z?BJ+_<RK3d4G6HUsuWmUbxWAK2BSez=7%3=<n02iNqondmeQv;Tr4
z)=_IKc5uNU$J0T*KC0gq?WOq1zrO0Mo@OxG;#c5!<0=631P(WIQaOzDX&FS#Jg!>E
zP4^?QDQ~<|o{k>?rwWo+TYO|YccO5g_8UZ#&f^}n)Kbw(MuA^EMlGWKv^`~8fUGV1
z(2fJ#<f+ERD_HWgrjw)dr*tRjZLv0|vN*;|gD>`|7sw^OS$7s+mMcdOwmY1hFx$?4
z1gps!q+FS52*It1h#+x4qNA2u=h}NZ@n-MYAqz;oirWbOvDZ35Vm6ErE*myb6;Ws|
z*}?@@t)s=d(4N${L@|vP>lbUvWnaGXnQuAe7uEUmT*y7EZ3W&A*4xM~WnptFB##}w
zHIRjFsR8v@Qf&+<^X<O$ovm}07cKM9ulRbi%|i6Su&K4(>E!P=_jZ480%S+uh5<Cg
z#^Y-WTCf9yv%PtwfF=*xxmt(aX%a<Cy|)rkRTh51+EqPiE%uBoe)m+gN?tu<*Aoy*
zYsV6I@>w~MrUzJx<A?}pz^aL`*hm?0dabQ@vB;^Zlp*5+jx}labHZHEgI{DW<QaK_
zueGY<1tFQ*(IWyvqiW>eM|?=~R)Am!4y@O4YOi1&|Me|dFN^2S+bJev^D^Z{*{Fr}
zOg0~Zt-fGw+u<UEbTT#;h?zNZ$pm0KOPb9*E_zIc2qnyh&9E%laC?}f<&cokVmhx@
zF`IJzt#G~!<nP=z*OU}L8PNm{uB5kF?$SZeoL%T~t+b63RO{u1gV^Wiqsxp9QiCiR
zH;zH;8(vB`++b&L4H6B6B!dt`ub1?3e{U$I%-evZiWCA9NORkZer_62>;<}+y3>&y
zP>H@oxT)>#i4NrejWPHD!SxrzAyt!6NWC8>z{U5^crh>+9g|uu`|1K!_Wv}%ahgLY
zYdfWRy!08TZbL&iLt2J^jeIG>!#cv>U|G4wxQ;+LOHXBXd34gteZGm<-ER^l`Jbcu
zFS#R%IO~{nT#5GW{9tcj%?<ox^J?T>iW1wmLVW9lELB}dpPQNAfKl#}0MBO(wxVgA
z7d$*}PnD|Z4b-x$N7`7zUhM9{gYXq~$LgfFq9xe}xnXopcEc7_0RdvGY3A-JH_6mD
z356a8EK_~2@|wGQWpc{Eo<+2IV*Uy?-aFS9ogwa6`VmY~A@>RG?Qeq-t0ls9Oa}yo
zrwN8Q^6~2~hHwZF)#f!zDRzD=5k2n(<(ubLu*30Tt39rML}~box!(s&;8RBl?<IZz
zoYAQGs=&tTp1q=?0*%nXsGQKLIJid&vELVcDjcI}mdVxfj1!~lp0mLs8zK9w_(do}
zr%!d~vBAOdS(TybN($QD-f1+yj#dPA^ZaTWcnBNnaVIk$$$T*I*VZlV#r5PpTM_lx
z@E9{DNxu`J<9VY{zDfC)5(k$tS9kJb`irN<G>u`W^(E&&Z~`k$x(ycmE`xLBUV_0N
z?ro6eeT%R-?%&S|;Lja%b>6+k`{I*%C|S7NYE+&_-}H$5pBO5sOPLHCJD8dU`LRTg
z^tlFro5bt|zk>ebxz{b~c$KbPRDG_H#ezpTbRw)z>0=wmw?$lHBicql)*=$L+|vM*
z&Z&D-z!Mg{x8mA!-CV{+hrytjl%~8Y@YFURRI7VlE{5lq5|{ln0{Cf2Xkp)r1Wk?3
zR4f)yM$|)d*{{wf*{E<${^Bqh6%uGnk<#26y&9j(OuOZw_~DL?gYz#3VoxN92X@R*
zT-ol_jG=O7GE4p!#a{@9^o04F*OouQNvmxSlb#2Oq;POxSx?EFGn~uvHGHp9vhiNa
zI==?ABUsh2cdfu4N3T>14HIW}xgg74+}@s&pRA?1{T0tto-9k#aR=C){fc@5pQ-`w
zskuX8O}06_7L)1yX}Xzm*TlDHrC(m-{)%`}vRE{L5_7Yzwt9Z`^qmwQ`%lG?vZh&d
z`@!B#)ApkGr8c>7UKWQr7ylT0r+b?G$fSjPa&q%)FrJWOvEeJcT6sTY8$PnOj9Rn~
z<Wq+ya76m(uv9Afomm)5z{R!L!0Cz8rdPFB=7?8SYyrvN2AUgZ!?VMz*YJ`7f-EF{
zzRiBD=Od*0lMx^)KHgE%m=1VZL#)Yd+|;Lvhu_u8<oWpM7Sx^>rSjae4Eee;!L@-h
zJsovsHD8y&Xmws}ZAKSqrStNrjT|>L1qamOc$UHuku37ssBi>qb6*!0TEZex7kuJA
z<g`2mOsr#73YJlp-e;9DcX`fwcJhJ+1oCG*C01wt1HA~>S66>R#cXc4=s%j+qV4X2
zHP*U|jpi%KhB4vno!lqN*{<_$u8MgT*}n2#8N@yaH~Li3u1acqe+u0m6I`0=M+fSy
zAv&LJMoW+=H@AO@d7o}lZn~V8CE6oXmlQ5cF1t+~hTb)ui0(|AXxLGc^LrwJ?8a&P
z0%7jK(T}&PUG~~*Cw9sATJ~D6*#@D1NaQaC!gb1$o5obF1F7wt8c5ia83Had1XMDR
z8V32)y}6687DjR;le%*LB{i|GBdX}ury`58rS&?H58KrjlW7iS<Vq0eV(44po+aUY
z@5^3Q{mk7<bBEH=@PhlhYhR|`A0T$$xG+s{xwQ7=#p*dd@W1K!9Ooyr5-g@4O^hp>
zlUsyT?Pk9(=!ug2=ma0L&kpmBo%oHJ^~kuWA*7M18S~tP{91OiZZ74uu$zY3ywcH+
znUn&ZY6?sxQ;k(Y(d|3gotl%TlOL}0@3zIOy-wVsW}v?*N=<1l<!s908ho`?_gXv~
zTN8bc+v)W@^bG;W69sy@DM+J=;plQ)n)t2`bdIl499eR+@}$X`6>G0gj2WEBpDq^e
z8dJNw&^?_@3e4ucrdinsm4l}j_d7cbDu-O3czp1pj4H`<YfjBF6>$G=yCI74Q?l1b
z-|Y1^)p5xfL2hbL6gAvyk}AE;6(%c~&QN*%wt$RlZdFA)YsT;F0;WvC(tCCosxKNV
zCABI=0iA3pbz>bz!DZfN4Dyzd3|k7pkDjtH!wjGxrEw7{m5hGkxn^q{VViu7${Gg2
zs38`s?LMz1iqQ%{@bS$>o8KY#Asw1*oJsdfFojdwzWEb6Wvn7PT2dC4+41efN$EBn
zrd1>oBQv8cRD)vvO4+}JZ;QpDBh)*=Wpl6SAjhNi@9x><!wjU+>GDxG>X)Id?BriW
zDOr9;s3T`tV;Lp^dmTEcQANv38E87gztg*!l$4f&LI1Yxw@1sy1K!>n?P5$(^kN!~
z2Rr{t+|Cg5B6H^`bS~+LVq<H4t{U^js>ATGSKmszMFaSzchxcb{dcJ!g6bh#!{4Qn
zO$EKMltDOmljO!>KI@9&X_}QRbq|R7wUWEEP8VNwIwbR10{obrd8gG-ipIt)>F2$E
z!gE%}#YObH$<VrXI!1C<6`Z!AP<DL%kOP6<kuQ5yspx_<H!iHfmm9qkc7~0wcb`8?
zG_`Q^JaeT?ywtSGoCX;2U+WzyadFPMzwhz&V?OQf?y`-~%2H&;KMOgj$l=pp`}-`y
zd#~^Eq<|#@59xHv+u=fEB=O?xZ;We+de%&}&Ysn@$;|zf=?3S;<^xgb;-uTsA$aFa
z0vDU7zuZgCF9)n^Yz4j$u*HuTnMdqiwXaKuMTSc(v$Mhf*qf-c7#CmZdC@lL;CAvV
z3oqe2W%1&LtL==S_taKjkiSeL7jx(5lf8u6Y3s>i%_Dys{i9)1bGno49M}0&&Sn+3
zaaE%6cZK8WUe?vu&KY-F2mW4y7hTCb(-ba-mxKqQlqVd%o&+W)&rW@A9TUHQkI4{<
z&GP}w1;~Xb-?H$a@&E5DHoc^04ziXhKj*nCtO0KFU%m@}w}@BwxjXkb3YNBe`~1dC
z&ss<`irpX2Vm42!N09$#C!ldxdPOS!mrvg9;@4z5S`PAfo9k9R>(;fSG}tPICp;Sk
z1TCsa_?x{ti<o{dVP0vL+(yvw8DS*|X=!v+KOhGOTNk4#XEtegc}WQM$6i)Zw4f+V
z;7BFQ;5k~i^LQOAy<XT-fGRkYIS)ZN^s^;B!J%G4#7-RYX5DmY+9|Q>hRY*q9?RsW
z$GrL-j8H9FRLX!!!yJ1q@pZ}F@{G@Sr?g>LFzS9-`0g(Zi<!A-wamj5TEQypuC3U1
zX}=`=vOpe%)BkMTB8qaER7C|lzobBxSooADj3CS{zChSTlx&-c)>0;Hq>n^reaXO5
zW@QwbwzO|Pvu*hE=M|9}WCld@q_U<zq)7qIsC>)ZZ@~h(s*f*5Nk5}t6$SI3#~dgU
z|2uWHbtN|^Qf6Z;Bp^al3mco~**yQ`_qPh26qBl18fWf_rln(L3i^^66RjLVz6t;K
zx^gKcHEIdD`5r+%y|t_^m$XH%2KW0B8FK^Pq?8QOgC&bnf;dZ6V>|K7qHr|ZYuqvJ
zV*3C{+!xQ!3!S7gmnRJGi2Is{Z*F%7@40BKNZ!3}I%CW9ac|nXO2O9Ww2*=zZPS-t
z;YD89U3$MZXB>fi(|a`&hm0JJcs2Aw(wh`-D&59?WvmEZrmayqXUXj|#`=5XcI9kB
zjOuj0WxY^BgF1lvP+3C9Fu<ZRILRn_m5@4LbT<&eOX1Q;nw_{Bxo$er$9`&PsW=QR
zlayR(c?v<S|A%32-Ff~TVZ2nyq4aI=g;Xe25Y@jdu;Ip<QBT5qpe$Zz>PtpT39ce&
zXe+GkM3c%Ff&eNuUMZ=n=kKJs;IwDdg;;os7x!-I>uibQlpm}nJ+C#V?d`&-@{JE%
zVJI3xr7TC;%bHlqD~gw}ajO~Dmnw1Z3(Lwn3m#`f27|CnqQV@r%SH|^1)unZzgAqL
zcgKpjMQ@U)#5wT5q2?|o;Q5%M>c4-KMs58vWS1m_$dA)ojW>Vs(&=3YQD@wg3a1`p
zBYE2J;pdjOVxk&ncgro^HUa6c8lt`t3>|0u*`vy)q~<Q3&t=d+dzEIq5u9<{DCUdx
zkxHg^{xNI%?$-?Z$o{#sTe9jN2a}0|pe%9C89f^GXnSIw=NaspYmO7Q!h)ekz4&yz
z+D0&qR{>A|1I<8Lu)AfVa`wzRb1>g#Z%)@?yU?$<Uul{T$UezFf8PC0F-H2shbF*=
zi~wfycr{lc1yAC!pcXYi!ZlZm?uBJ<uVVkerFePGTMvD;PJmW`uWN<Z|LC7D?^6U;
zxg5v@cW%dpG2(em2CF=b&)W>Y&@OWGn975^e4{6kl}RR`@x^@kum{uTM8)u^r$YPy
z)+iK`L*9t4OjIG4EJ7o-K&YgThd_mO8$7X$5H8FC{XL(P`t$hb_(+t7%Yh3`<;n<W
z$At&~ouTRMAAKUOd|BlN4(~y0ah`Cz{O_UK{}4O>R|~M)^pXxKH!@G`vrMy2f)CN}
z`K-C2GCHCkFDna6%0RqlqoeQ1Z73p`o^}fhUnR{B+j1c6QQpgkhA&End?v7u9Sw;N
z9TO>_Gkig6)Q*ONWb@jAaS!F!TT@$GJhGS<YHBmDMA>y*1^ii<eg{qxGc-hHfAdKG
zPKj(|h+RS?QT6P4eNCZO+_3!A9DOrI8@!LSQZj>tyFI{t!MtqTX;G`OGSrC<wxD*&
z?;5!pQBAX-=W68H6uDLWjSNPGn67oTgO>9B`}dWMY^7jbyw;x&uaw`TRP+bgwqum;
zsLYsba%58!3ujtKx$dBCEx+6oLH+OqB*5cF*?+Ov&#4V@mZvD1B<1?fcgcwrTmN6}
z;2NXjscaK-_iz7OX4QHWQov7_OzYF&xO3rQSbo0a?tqqoL9{uGyJ-(@)_Tu-R9FYg
za*mq}ih=)yAgkvly?h3L0+0{L$uz<Qsw`f-Jo2I;%6MK)5oF}fW2V_-$Rru0^OHUL
zL^<c=#~fK{^H0<3>JzaE0VOx$dc$@sVzvvW*P)%C8ydV@XSA9;ap~ouHXo%w<Cc^~
zee4xeG8Vk1-1&k1`NeYT^*_d-)Q7{pQIe%8>a^!12mfZqsK_g<)ia@Q`potRi2m^$
z%xo$flvka~gJx5Z(pimSe!3~3w0%S9pB;6|GyIiF6b|Og@1v8Xs0qp_93Ny1{$Vc%
zv?{q0=ko(KSkja12wQC=GnRWdj1Z&a;K3Sp?!>VU!>z1csy^Xl;{LP=X9_ZX+RyHJ
zYESZ~x5y{ae4JTcjd&w^^{3@7O?l7vH!ZalVTp*eyZK+$z{;8$3f)=?>E)JGkS?{^
zbn{oB<2ay_tTuWMi~2hHBg2CGiY5cqB11;Il%lOR&9|Adz3x%NGio+G4q(2FU*Bh(
zZuH9Z2*-sYoX@DF7x0wT=KJag9DXm)k#U$g-*!4T4=DBn00C5wLz$xJJ2FzDu}~?e
zd9Qfso-ij#2)7UBwYSctw4G9O+8M=n<--9jRo&1mUdo;U_1g-+ZKtkYS<|Z(jQ_MY
zRuDB;FR6}q#!}an`j;?EOfRBwD}L2EIpQl9i(xCZ$R>(rPMX_WZ?Wl%a}R~_pV>Kg
z|N2tOrzB#Q%F3G*y-IZ)Kl(>6`Aro=6m_Z<+hMrBtQH4q3HvBS^}f<8;KZd6**Kd&
zeDC;rVj8!XGA*L=prZYq&!_Jw`9#!P@(2by`^RL%@iD#pHuc;K?Q2Tmy95n2kQi&&
zTZNI!A5M|=TvaT`f4x|BxRk7#IX1_<7O*VdLH`n&^Dj|_&69zXC9t42)R)q*H^B$-
zLpB9vF*E<isGnV0W<MDs+37a=Is->4t4I(phfrP?1!E_|i*NtaZn*U+8ZJ@J^QEj7
zss0k}ZK~lsYc7y-I^?Y9uN?#Zcn4;OpzaV~TxGsGk}n{TIIEG%bk=Lh^c{k<<&|gL
z4CR*S9z2lzR&pSBpd@7x?(x2qbr4aCEok*&xlA5C--5xmPJfYAHSiIZbasVHN+suf
zK*1e|l`f;f<Yk5=l<)1OIAb=u=xprS=;vK}rkrbq(;wk5wjK<nEHOH6+iZ)AocJa9
z6isLI<S!^4wG<Ak>l*f_^Hf_;H!5kIb`!R)46rl;mh>k&@dOwpN!eDt?gKuq?K@+M
z>&ia2DEDdALxyElhoN+lrr+WR4>rMvXFbBOe0Os{8Ecri-KN{ao&L9Fv1Yfat><el
zB^!>7*Zv7l!Na`*uxj#YXJr80mXAxHCp_I=ep*kPdnzG-NND>RN=?jIzwT}NfXWxf
zo(Eq$AAKMcyWTkMb>*}!4vJ$mXnJ^Dr%;ZpA`%b`<jT>$S^W8l(gYUI2GD?Ka6<tw
zq>Y%<!}t0^NQci9q_CVM9?6DU4~nu6nQB)`&#fS3FJ)o}E_QBuDIZ^#HP>KzpIPmk
zSASp9ijdy(xcXZ@{XAFKq_A?`l-t;mZzxN+=ge*S>PW_nSE+pyK`^z&y{@m>Sd<`u
zzyHjQVeuY(cT)BL(DfEjRdrFjFoJ;6-5@2>jkI(~NrN;V8Yu~-l`bhs=@O9cZsAbU
zAs`4+2M(RmcOBpN{l9zvJMI|{9OJ-Vd#%0Jp7G3Q&bbAT7x?af!L$~=53zA93f=Cn
zxfoTI+|ze8(Y}BYnl5ipUgp_vx@pZ|>U`K!QJk^jmla;=^Iriz{revC{a<o^e^%s$
zG7i6VDEb|e8uHj)zS5dyr1$P``%1boIw0Ww9Ypkg3SStv)*N_bm1oud)?%M;Se*J?
z+MTwXt)pLT<s>4acG+{Kf9+y(_j6Abi8mdU;eqGXF6QBOiJ<-w_Dz88;qUKABW)og
zuMzx5(6cvO_{Ck{N!_m9gm2E3k6U(t)i>yj-f`BfZ~G0+KW-!fSfMA#FE6KAcuNia
ze0o)7K54G4JDqLakVGcjO87;MDk24@IQ|%9gvH%MK&LZh3O*P-&5MpZbFLGGNDTM_
z+Ips3&G!xA>5ItTXX&z=BOJ1z7yDWw5YcPvSyu1k`Wbz%tX{!q@?eWCb>QuI1HvmH
zWWtHS>WzPu{|scSFjL^A$G`<v1TdFac2J@|%rxs@U|>YZCQHfYM<AkU002_voHhE+
zQ+WJ=R`*qz0YchUe*J1+WvhH|=K39yVZ$RiV_$Kvwc2k7UDVu%8&Uv7CNZW*SQ**&
zvu^ALwF8Crf({~4Qi1cSMsaP4?YDSHKgxS(!-+|$gO4I804Zxeg-85gx;mp<CaOHI
zy$#+`lXyo>EW4+=GE@g`7<u<$$HKPv^NCM~2rfg2J6^Tm+^6yAAf*p53)=z%Mm^(k
zY*Wq!+bg`)@J|I`DbEpbfAj6tI*!;GOa}z4h>8QVbwnuQ1-9I=ETD4mOIThO%7kYu
zg|bQ%f+U5KM>kyO^b|=yS1VgPvH@A6#e}2Fue4M<GLieA(3bgt(uyS8H0bTQ#$^pX
zxRFbv(6fE)H}6Ac?<e*iFc@f=L<nxY8oG*BsQ<$G+S)-d0#HdtC0T4&c>M8wV*>-^
zk#u4BWL=j3Ev93WW%dB^9A!^r-(l6I&TIax%d^>RV80ErNrZ9A*wDtB%MwUwAH0Ym
zwx2lOig!pk90QyQTFQqONMnY&U*#rB^w`9%ehLB*-O$`z*q~OC1W+yFzJT3tG|~Z7
z2vXySf*-=IHk<RieGA$2fgfioJ$6C0?0rR`)`CBvESUGa2nFRBK}?icvXm$QbK2nA
zct|NGGVvhwFCh?vd@wr1YelkdFLc7^1zd5}Zj)S*kv`Y#&ANckEN2^1&XUo;UmINO
z7#oXw?23nDr{O?)He{GNizVM^vZI}R|5gX_rYm&C1R`eKk{}MX>4>reGmmfR_*_r#
zb_eY^0nR)d+c!NzITuq}eA0VGNd-rJaJu1Tpg^G~`Y1X_PN4mkFDqFuESfqk)e!5R
z(CqlQR{x9bOXl&<74=EFP(_BT_>0^;dUZ_`;>y#ERjaN#3#&ZWH-j#1O-C1*GjU*W
z`0iF22&6GG^=0ShBeSrq+|V0XD#({P=jm?B1HIG?8H6XoTcStIvnQC0ysbR3u31_r
z1~=g!2cXj<3mi6N%+mty%&gBMPmoX()3+ijMhP=T>qRCD1yc%*WE?nbqu=<h8>}eJ
zm8rA+DV&~G7yflRr!p;&5C1rVtAi7Y0$6E6-t`m@AM)f59lrE@39xOzXp<uOJ%1(}
z2(cbj@c9h4rM5NNZC%PF@|!6aeGfvck(@F`04fv2xP6{M_SmaSvaD(F*v{V8-AB75
zyi|2AQG=_pXr@c!^ZwsU#bn|$Z$J&<wYB`KQ=g_8`#)mFc>*u&RrUpf<j-mY5Zu|x
z7Y&~&Ub%f?rnw{7g-Sb>7rN)W)E#?y#|wa<#~JHzVS2@mRgsZ$2}41{mFB^}r=L!W
zLlVZKUG#LrmYSgfoazAZMG-OUR2rByLqpGWxK_cBKd$$lz7`2uyi!AuQjDt&&CGtO
zTyK13i%a@U+bm08jqfBAG}xJIfT!U%((h3Hs17Mdw@4i^hp3-SwBkMCgin;>G99l`
zPp;0h<aKo?k#vdM6INu)gyoUL?Cb|NZ5O{RN5p*W3(u{7Us^^YIfWsx9gH#ECsqbo
zt54-@FTzX$QDp$zeyMOEwYw)>2E16Y7xw)zb&j9vSWv<YTx*fTydd&Ugn$7mL-w>$
zMsh|M6VD5S_$w-jcp06<Of&V!6mpP3jx@t@Z9w!<lR-nzz;f4a6?k=wd|XJ!3;wY4
z@=60bC*8lpgI9p8NtN;9sD%2@;uL=F5S~1T4G86EV-jzFKdlY9)`vfx3p98?rd6cw
zFgz(D@A#>`H&Sr5kMiour|s|eV+*s`tg}<i4(K3)^X_tM{YzOP3GEcd-vOfI7AzhO
zBIPz5PX~k@xq{1251zOq<T5=u8h&^fvr&*Yl14GYe)SXnDs1wund+BM1G?+oA;(_p
zCdyB-b%$Y37t{!4R_Dpnn}fYp!^4>pK}er(^76#EF_{@-ZZ-suM=X_?)&g&w3I)Bs
zCq{ziWc%|e9M^0t`|JY?bJPVPqXp7<J8;36D@u9%jXzeJ(IN+R=`Vaz=G+Qc|FuI<
zFA--<hE2fxn(Q50$FImZQV)#&`6aXm<RVyDd?-OH6pAOk{g@&vp*o&GUMc&w8M-|r
zk|vYPmt<yUmQQ<H3?5s6xl}bu2;uitkCrO$^M`J`pJ{5veYZNvlz=@F79B0AqvJ4k
zK7&cg8%FkQ_yGa<@AHqp#&=kE^qeu_Tre=iyH$(a&99H(#wo&ZOezthAg!y+&SJo@
z@Py-Ex85*&?1)5fe-`1lj}KcCH(UX{WtV+pQhFv4O}9B&B6^>#AZFvdoj$Utws6Ls
z?jJw0KR6urUDuI`)`zax`(19~-Cl1hqv-3r<K+uuMy2=N-BIi!d_)*r9bq>)E5M*`
z<1zb9(%t<2``X(33CTJ+fLl9$-2`Rxq9*$2p=UuVe}zY^W<lE5=dmjsp3d3jO;<|8
za8Eu@N&$`jrjSJc<Y_0_NDg#oXX8h*9&<BRN8=(EPrN`SCPT6Cf8qm=DFs~d;W-+c
zOxE9Zk2ii#!yN1IU&!7oCe;K(*vyVWI{Z?9)NXMDHXm&>QAZ_ap13EaWP)_el84ij
zL1<~@f4Y6pl${KlZqT2lYZ<8Q@U<Nw6cEJuII<NtI{Ue#{)-!DLO>+aGHcnlg4xyx
z@heOXZ8ws#iHtu(lcoqN%|1<;%N&d|<?IR*pSqWHk3hqWr6=se1Cl|R7%a|^%n8zc
z3IByGvz!@`fyqo!iN59B`g(`7We}(`F?IzO$!7s&40Sn+1hH%z{vc-Dr@W0e*i}3l
zMMXHbqLHG|8;aLsm?VRn#own5pmi1-7gc8NHdH*h41jtGg=x%5&2bqC8>)uFVd=*W
zEVWH%*OvmE!FU-N)=!1F9%)7MH5QcvO8LM*6*zfm@NZN?lZ9Cws@q0c1MSa{@z~v>
zGu-`RoUu7sd%wx%0Lljs&)M~jO|2@N3GVFR{rlR1B?z{2p%{34#Ir6G7@2Q<6N3)w
znu-D~ngE0|WoDY#{=o4uxe*pu`6~8ZM;R8~AP9hsL~U(C$&5~x0N>iB2m1yjp@g-j
zexMGFeA5$Zy#gq`?BqZWUtcyWdrFS$@Sb0j1xBugi=Ff@=lcF<b37-PoZ9|U<YD4h
zdKQTpLJ3}XvZ-deZFfcO=;zQu?)*aMd>`tTP|6O2dd%->Omsl*R#j;*i)lsU2Z|zI
zZ~&~zn#+^3PQhbsYQ1yk#V)FR(pTiKKA~gYY{eEeM9+}*e8lekM&Tc~-{k4@RgK^B
z95|JQBN1M+EKrt%_*IC;OJl+l-}Nr(Hk@#~9J#IZBa!v08U5_;j}Yj|w@5DEA-p_N
zpWSX|39c-tGXxeFidWzmVP{O7xH(n+$&n4(Gv1eln`fFeoV~m0^j5YFzP`DBOy+o<
zD5ei9mdUN4CaODoFzXCC-y{D~wMuq*VhgAU6-`EoVUfU)M4L;g_Re)Hozc<oRNEEV
zs(+K-J==VW&VBpY1Xy+go_HF&WMli~|K8q43zI`>Ga-XG5o!Rz67&Mqs~);-#RH?a
zXKh8UE(G1<q2L+dMsT$r0CK6eD9d0>;ws`VLpbvm38yy(V%Ar&1Pw^D$R7g{n_CIt
zw<scheZoJR1_zdJfE<?%O!<KZxm7JBmgl_r*}I#jheF!wLB1Ek2+Hz&{c}P<@Cr_q
zypR47jXKe_ttt9}4V9HeEIw?qMWEh6G~o7T!7JT+O%V}?cqpxt58cVm5u{V()zkFB
zicn$$KIfoT|5!3!uE~Q5Q-}F{P|b%Pu-k$CG&%Dal3*^6M*jRcxfRwX?J8iLbNkrn
zs-GPRcEa{E>CXyX6U_UZF?exczepr*-TIU0`nI<Xz8$GT`f;t$u@ey&+wL!E_3up?
zxslgfdyJ`*gSqk4zQZ8DB#@rMl$sFsKF^f)sK4p>#nKby@qkxeUcM7VaDaXRSh=*F
zIwtpJOY}?o_%<?Z5!OvFS8CMIlzmYA2z*Ga8N>Q3ffNa*YzZMgm6a75Yj+?t;ze-t
zo}vMJAdE9SO!3nc&v>FlOP9ks)e9-v5aNMHSZv!Z%K>VC_O5(GHV^>BQy&!6q4;K&
zr1o3&zy$+Wa$O=W0T!I{nrQ&6G1v4&c%fn0L}vMk5GAzjjLdRIwGZbV5bv3T_AkI0
zX-JQHzYmdrKL(?~V!IrT$~JEdCayc#PY&lW#E?y1`7}6a0CJ)tI0L(>dLr@*+uLd4
z;(Q*yr6tFv<1JNOdZj-us+{Zy{mbiKA#4dEK0Vo9qyX>`esx2Kxl9OgPas%Bos&o4
z!k}<wKo}O=Jo+8F3gQu%LnpaN$<%<A?EHH$Z4o9k6%ZjStNR6uZrcR_GY1MHPfR0M
zz8z>@{=P{v2z_tTW?&8{fp9%Q=s_zhK-s1@ef+}nOV^_<s+Vb$d)d3|RMuiYmcJX7
zkcobI^31T=7`Qg|oAZ#43V+e!vSJ0J*Jc1l(q_(t^P#<yd#)5A_wr>TjMqm~S2vgp
z;cP~}X=05_r+NYiAP9m?9wY?+c??|W&XlWrRDv|y|4s!+va*$)>Pjznzp?Xa3|bMb
zKc7|X`sZxr0|5Z|uqPa(2o@t!1T_@Zy*C-a3rC|emByAaYpC3m`9>9u79p0>sjc}j
zXa{>jkGOM}jMh_h-)oRNCYVCU81Uov(_ivYppyGOWU_O&(l#kEdeJU{5_|SZY`01N
zo~&oGtmmw3TT|wYhT#iO>K4AtRcE2t&!69e%#Qs0Z}1UupT-Am-VHdKmW*+4RaG*N
zRPy#Bme7b3jmg&Sc~8iE_LeQlRt$J+G=wyk9&0QKXdq0=sTnO3(y+ZK<CZUw**(H9
z753;Ox|1s+B8B6^;XrRD!UxW+-^zQ(zg2bf$ed&Dx3N&M7hiW@`I%8w{gq^#C+^;2
zPwKO_E`@L+JATpSBBN3FS0fi~J;I7xRH7vsvEW|gJLTbnr)yWCkhk)oJ#@|Yv$SWY
z=$_FTfb=UmfKPVT?S{*5G9HzOdx6+)UVY|~h=+B)sRxzJC=G{Pvib9Y<ILAYY6<9s
z>r!&-MyAM7gUfk7s%Z4PU5Jq1|9?5qy{L~sEGjBR2&~^F*r`5TtJvpjvCn-YesSxu
zJ@TW%l<D?jRL8Gkl{IyN`8_i(%b-l;gjgN$g21C~l4#+Z&l)$&)wPyiuNyoCm}YuM
z$UQ~4OXFgf59?p*s!!ej3q>O9#(eSr;YWeYJF1`0=t#Kc5D*hm=QXL5<X+>FiE+<C
zrhp18EAXPh_;E89QfK^VeGULQRx3aO(G$R7H9J}}x0&qgaE$s77^*|l;8rF3iGBPe
z=3)Q*?9C~P&q*>RO0|d3<q!lQ*_2ldh4vw)aFymOU-sKI>rY?lOVaL+RQsuaLC1bN
z<1CL0A7`b#|5>$kb7xrX3+3@?@_9n@XH||#k9fYDCrF{=sGwy1?)x>?`A=Uukn{IY
zQtm?yFy~8+8y=nC3|#NyM|S*(cs@y**3OCl(sWO!joV+X{1?2n&RHBp=|Eb;h+l<(
zZEvA|ty9Y{xH?QDMCw%KFC@g{@A%}nMThfcHMWjUUH|u8`|ai&GXxxjmjK<EG5pot
z4bt}LyEC2CUxhqBKfJKXHA}r~-8<erm%U#@hOpuP`{b%WwX=AtTl#~c87sFkfrvB^
zn3UkfjH-fo{jM4P^Gct-`pcsC3;Gs_>$oLeaI0FzXF9G5bvJSoWu<6hV`Sj^`+5e$
zro!)H=yJ!-7vFmGc)8WXc)Lx`_c*E`h}2g+{Ci0M#^V0FEpPZFd1&<nD<Dg_ZvuWR
zS}}d@!8kp~!zU4g0AuI9JRkiAcyWK>AiMo`Em-=ZG!Q^^TnvlASu+AAl|c}LPs=b~
z+$l8+vpjqTSn{;=7>!zmgJY$jCpd5SQsv4^{TdNd1S0c)-F+JT^3PsNTeB-j)Jt8I
z3R9Ubm&3rxWF|3|?+1x={lh9fAek>$nU3Dh;_d?<Y^=Q);G5DWLs(CuA2pbU@vyQY
z6I<K=o!{4`U3uC2Ju|XI^MH>95~ft#$nTqh9G@QtgujZS!b(5<WApyEc6vf%f8$3!
zCx@fWu7HoKuI=_zkr+QX6o+Hd`8}Pyma(rpu1~#N3%FqzMe*0KQbw;6{@&axgis-7
zj_X?rkWmDnD8S#}mz614Fq$^2%I55YNWAk(a0ZwZ67cdtJ~Ma~=;@J={L>T=I--8_
z&G+ER3nZiRChQT>3|yE=p1|y+$VB73=emfO0O<66F_<VwITFpc3{=Q+D<F_olqWx8
zEB?qft7izc!IqW1-*{x*lPZ9M;D;Ww2mTtpd)s!c@AMZxctf2h5Gz!`wG^{vJ8DZ~
zZ_H5GYGMx<q#jEPBHdB|h5A|oS2r;U{w90s7zxs#a*AN=^EH97wo0b{4+gX{$Hiuv
z<<&gfW>S0r9MRw&D?DFN`08c^x#t+5D*{3u9I3XKDLy}E1ri0=plh>Ud{*DWR$jha
z{W$%nXP@if(m?bLbp{H6Rh+3aCc*rt-4^YqHdseX${v5$DCe5aaaZ{b0zUzN<3Ie@
zpWQuXZZ9=Q5=YN#qxs8$v8(1uh4a(#uKev6w)Q=>VIF>_tUM1B`=41iYpY99!N{}L
zd@EF<%E$U}3gPur1IQ6TFqUTUSvAvLgnXNUWn-eOtSsrmBNOEo4G5;rXFm7K9bWJY
z?eAQK?FkqFQOxkMBtx$}PY)&d3&?EB^KD@QreqW_=NUYgJ~1PBq{l!sPqoS0{|k@|
zx}Vt5+B;Kcp;-61HAb`D#-!&Q^R<rri-0A<Vbge=GZhl=;T8L<lXV6a)0p2<X6&zO
z%TG51LUkvETTsvT#DjrjN3$uSMHHhmU^EF$SUvIt95?$mat0owE32M4TQs99qEW-Q
zynn9G@4%kJ|D7nL77c?v<ZsiL{+YFV@-K3v+m7XDdEOZ2*3kfjSmK}W%HY#B#!pPO
z;PpP(XyoBxQE}*G;=veo<>zi6uhZie2+ErKMWzA*mrNKW3I(lB>SgWQocTeTB|DH{
zf{Xl;?yb*1-6tYGl&iDSz{K(L23IYmjDzb=`+asNwOq!`p2(MRXWI{`WI-A2%%%Ki
z6Gl7@^Z>)iO54qi5s?_8uODLdJ-)Sh#__*-P6#^%gc~$GHgMN)9zco8lnz$1gJjNt
z$+!Cnp^_^rv#qE^A76OYA?3QMIjQ*V*!tF-X)P@D>ocqWpOcW*(9~oHydAmZl{%2>
zrmZ^_#u>;iNn>_G#5yJF<OYza#|Cf>n}y`J7{<-Dc*Y@*`~Tk1Yx83{K!{}R#j9~V
z-;V<*X1{eDfKEv^Wu%UPgD>!F`9+K_14<hc`fZeLhTxkW+ww%LM}N~s#6!sHq=U-i
zo1Voy7YoLk4u~EUSOe@Y#t^Yi1SIC(R%pMri5P2It_zyEhIqyQ{XB(sn*VuaHrCA9
z!VWsu>`qX<P*$$AR3H>Rc*4zW4DHMjf7}c0)X`W!KGp0TUC7SjqQ;Rc-6|<5-;N&b
z_#+2WY`&?}T`(9ShkmHMTTXrN&V59L%+JQmT!ycd(<8}CK{k~}i1VRG638cF<A4``
zLpRxYxupCS58_&@K#Hu}HmnI#SLjfXxj&nZynvJy>%22(E}DizszjINOGODO-ibTA
z5f=6QJ^PuptGW;q$=DSsdftDr|7wmBH{q$0p27V}u%@$Br)1EiUC>J_bn4?c&ePJR
z7(@++Exx4Xf{u!B=%9eZ;QrYwU~Mt8nCmgpV^I0GP<@_$tl>mmOv&&vhPRfPwX=vc
zGohI$qy=mszkOy<0P<<MGa}jJ_NFk<NJoRehWtM+fQ@Ddi5x24Y4;~hL3xbU2ceCm
zC07$$W54Q7&-hA`K%RX>MaPoEpn)zij5Abzb~f#aJA{$PXZMYb2XHe_^BtpBX#MYO
zYn>jY;N?B(!VspI<4Qn@9URLoLdrFHr@7rnhVv?yK`vQxjqvX}Ww!eiS0JV)IZ#gh
zl}=V;oYU>tW}f&{{eqz!6KYMtKIb|s)n_5NqXfnwvr{IUq^v9b`T6?k92F$h4RJW(
z2Cii3wYdNLqQi+F|3jmt7md5C?#8$W&@6gBW|`2V_qk#Tuov$qBG7R5-}^sHi~Llm
z<g$~3`9!TTHrX^x!2W#o2M?)HIR?<p_<&6(8-&6!k<qXCLLMZ&l5=F(q^`)e)T`n>
zdc<*Aj)$M|1eazICE`e(zU67ilRC4Uaisif0}tPm5x{L-&N|jz35P=YDd1DZ!be9K
zsM>N$N6tCCK}7;gxR0yt^Xl>oAFsUAAm^Qk$NK&@`br>WSrzsIE^^^{kpf=#?>zqY
zai$gS84~w~8XK7z8NV$Lr`Fg^Fm@FR6!Ca6$5B(ur19$8@J}%#hJ(ml;imV=G1RCU
zj;7M2S4dqvYrl_oiX3kh`a~vG>|GI-k`iQR{)f7;ZySujCmtx$-@h^Pzw||N2ESIK
z;nWVntLt0Kk!8EjJm57r_@DpsDHO8+FV_I3PNSX>V@N0Ye1`GgMduPDC+If#-AIZ3
zS?>K(YFRM5xh23?DU%n7$Wz`NS?wPf;P&~**P9MCZHnf)C)>uIAD7KI7xV96Y54E+
zm(4)(4EXdbADKq?w{Y|R1UXH*8^zwhpSf_j&}R;!%*&-8`)Y|{P^U7Up=W3qqZMo^
z<To6=`o!o*#~uGn`C?39=t%bO*VsQD1#@%hL1UGG`qX03=j|bI_T?6a`SS}7<=SN}
zXkGx<1v1$57k5Cf8wvMXBuZR6UYq6lSyW-zfJH>bDG#Djz$&4P>g|)ysjik+w`A1t
zcrgXvwsDJEk+1TyE`TU6xmaMq)?CVYe-sj*9P_{MD<x4$K#np1(v_b;5=;BN2Cv6!
zT=p9uQO6F4SW|eANS#_lW;5H@?~q2GT4sQUFA`0U3<1Prg~n0L`2cIa;kb=35B@D3
zP%z7A^8{BUouoqyT-(I=9X_temwn2;)~{I2^I=c#`3MZ&u<)u)WvrT-G|2waCo-YR
z447trNWvl^f*XtER-qNG^{2SvZ6s&ck(j%!cC<3oZkA=V*!an!ZnPFm3!cv`p&M=g
zk>}@+9|It2H%>oSXun?3t0kIrEP#kKumsthBQYRFQ6+wSq`STqLT3EfmGVALBJ|Bt
z5Juwh+Ul*F9lw|O%QW3{*}CIF*Q13ao)F5iq0A0*&?^z--;i0R#7Th=W;LcMO4uNG
zUPfS)ysVsDwq;+_UZergBQAh05Q<B>GL}QnZrF|q!l2BoBA5+VMhZ}%!$3J{kG&UZ
z+O-a8AyIC-0^woEstB|st~CdXkGH>QZ^jV)cgEYN%jGTd{1lN<ZrQ-oiHpNWW@YHS
z&d%W-?x%$uoNi4Kur*M1uA@mu$p`q_-IFYXUq8gSbalu^0j-J$dW}IMwl@~f_82DH
zWitX;5t5e)G3b(i0iYw!1duaH`?$Ab#7<t?-zo&<W-jKQ{I4QZvKwP)slaZ2X(@(U
zng<qqx<$Zm=}i!w{86~c*gx1&e7Ay&3+m_m#}S|!kQgf2z2m@;L2ib?s1+#=02YZ@
zmD#=pi6sD7Ke5MV_#nv#g1_@ac4*kILmQS1Vv4mw;3Iql4^EzR!Z^^#1`PjRJJbCS
zeJn19OcxZDYl#(MQhHRdu!M%&Lstrm0U@?p+l&ZMi-pHc5q(-1lzqs}&L#`RAvFh}
zY2}~1??NuEM4)!eIFE+Sukwf0BK&e59<HET4}uyT;KLQxKbRjKJ^={d4P5|dK|n)Z
z`?--KtBHF4o%zpu@QA0mOMieYh1b9QumB`LqD`Ip!CcOMYwj8K-5<9$7W-6Uq>~1;
z3xzF@N_a$Mq%<fz1A?xROsYQ|OrEp71`u<9<*Rpm1hQDOmAQ&bAt(iE(MQqIR_-p0
z`xlf?v7nW?NfQ%FLK$aRJZGS8NhGNQfiYSzPYCgITX=mQY$>k*#>>u@a!(q-Kxu!`
zpi@N5?c~A1xkwF4lm`a=C1?XkF|AWqR3UMWHr&q3r_Jo{nef)zf}5vRk(#g|X2QWK
zFcbkA{ZG;$of^3qRs&~*?nJI9uL1uH`HuF~k9{Bw%lTl8d~Kch6^PX$sC~@r?4b+0
z@~@5f5znqL`ukWF1o8YLYWdrpQ<#4;2ZrwCDq7%zh~sSZ{>R5z4n2TjB1lI0Obip~
zcfM~nQdms$deTPxgRCVtCeY+;GurOp!PC|)tS#GNLp{?)>MZ{%>W0NZ$EY`0wDB}A
zR%Aj5+w?RwKh$d9HFL9~1S0sVBZ7RLFt~o>1O_c{3M?%TYGgAv!P1PC1!`=7L`9;%
zN&klRL}ow6*vBpP31ota*bVN<q7i<tv7IzO(edQ`$!wWDHd(b)Cl3`HZy9l1fts`#
zLKe;dS3&tk_@U+de|}l6k*SwfLTY32WBfJ&90`1xNB=xDB7!NuaoYWOX3#8F5O_~^
zaFz-H!T`1cnl+RhTZBz%lTp4WJacB;;DsNxOzZ|Y=(6B>jTb{)0a-{bu<GkqgSB;1
zdWjA^iPFIyL(JK{#ztgtHp8D+-NBcBAcNEm+7g)>dE?Bm{$>P#<))i3@;oYp5CA!K
znb#sAv@$WR_OC!Do;m>Yu=_qn*_IWyMlX_|u5X<6I6dKfP4sGKmWvQ%PLpWsyo(Pd
z{8R`kjes-~ZpVL+CM>Cl$>G%ZljSuw+f#n4xU=!8*v*tmn@Fc1;@$}8w`6?MTw=CX
zl}8iGEx*fKmT)id@_;wh7(HU^rbds;p>%w*;hl>mHF$0<H1Rn-!@9f9S~t&?z>^yw
zU~VQ(9P3_#0zEuPP2T&@E#BJg%~F&Tx>C5QXrqy>Kbqe7(~{*Q&TzFAOf}b4WiB*+
zIya2==rN#OEd%H3v~|gAf@-VT8B2;r$eChyK@gBHM?W_xN}HP_Vm1WE7!NmgE*=;y
zWZHnq{2$xUcTnfPprMk=3tX`zEs@g|Fsx>g292{y=6U{xSR2o}-_h|AoGicg(O++B
z^zU+>C>>92cpE4<h_BybNo68V3MfKknpL6K&h&!ZEWuy9rEh_U0hu_OXe9uj`fzcu
z?K7Rc-T+9)0Q@ld3xzuSslEhz*4fi<!y_?7R3mEt?HL;Jzk7y8Uj|+AXj#mS{Hq~G
zNw}7xo_|^bD_dvwcQF^xt$2|DqQ@x`cO(e7B*VH8FLPS-i9y@5rk^ftJa@sA06%W1
zu`a3Ns=)I;&*<jrpz6832`&QOzmGIlv&VCVhIFhoH&um&dRu^B<PJTyvzVyGt$H^A
z2E3o~cdT~F)Vtr<{nWDy$Fk)3E8><ZV|KDrf;s*;8^1hs)Xz_5N-A#O4-fN4kx%Az
zU5M`cpgXm?VA9k3T)p+0pj581xxwL6sud`Ct5)mf+x0J<iYeQ>^*ZYm_IZwq^c)h3
zS)<wn_Z1V}q{#OgM|GH3+=m=KkwC9xb=7an%bkXQ8vc(~RlbP)PIv#a&FSUTu)ibn
z8>rX$-99QP{Nv#;$$i<qgQP<|zeChr<FzSUGFvE5{+s{zz)Mr}?x1!62GJuCqb?yp
zJ`gyYHMQRP#l%43Uq$@s3)fQzaSV3E(n?Jp2_$&ya1CdDf*+s0Rq;Z18tIt+7V-W$
z+q2$W-vw1;KK;@q-|_8J&s;3G?bMUd^Qu1(_}x!V>(h~Nup^PY{acZud+*Sl+HLpF
zo7HO(<s&vtWJpzj{z?(M5N|!5agbWnt9^bRym>s{WpxVVXa$${u)oRq#hLfNG2*|L
zT^|9#tFaPmHc(**V|Jif6p?E)TTTe-pa_{{b%26$nfH+Lzc7J>Mv*tomf41CXcLBv
zk*pbj@>KfMb5s4N&k(Yar=_5*{O!CzlU~KlkH$khG@RE@Dn)X~cxw%rZfmSaL8Ty&
z%Dkt4dExQXYe*7Q2GB^EZ{B^-XEKcd@6A`oR_JS;tbeIRk(!J>jCs~PH3hV492W-W
z(0J|hTm+niJh<x-cvDx(AtFM6qz(*Ckk5o$6CO4U-4{dnmKOFP+t|5jBZ5<gxP_Yl
zUxQXibmTpo6Tthl=ZY~QLSZp6^1s?0oQJ-n9IUNE4$cf4R(Bg5p@jZz6uwvWQht7P
znHg6CjyJo~Kc5{sfWlEv{>*~ndM%C;N=mG<$uEeGfXG`OY=E5~bMJQBJOQy=nXSlk
zz(`4)Zjp^3qNEJ|3BURsi2L-Zkc6Yr3!lp^T`8U5=rxwn?2}Uf80JJ6lLc11g(m$G
z-fx8QN>5lOZ<t*i8G{JUgTK(wX~(K0?T-RXNRg{Y=0ngG%EPz@LMm^X@ys>p-g|BU
z@C+4>eCRTRg76L~xhJKfk`KZfNuMcjLG>PBeF9KW3M8L>002+!ka{m?)XMtRqcihw
zVbK7}NdQ^EUeg@hDLYHSJXAt_U(zN7xbb%8gU7Lel?Px&LSr<~F+^6}&v%M$<U|1g
z4DYNP%^mfx!OXL)B>YQ~pUcz<4A3o$3=7*C{VF9@G9!mw@TCs|i^U-m$(IQ{hQ4U5
zbe(<p8gRh&TU+jN>OIbd<i<`4P`7#4$?q?f&DF*ATj*i~cY)Kc|L*{n#Dq*IGJ8Q6
zjeE@?wNUh&-&j|dk4nhdz}YgV>+hcs57IMGDXK=vXxO4o#IMRF6KVnw5uchc{BJlU
zXbECJot>=%$58lZ<eKT}X+fBcYR*4Xw0sJlPI2+s-T5t08m|y^d%#_QX)5BCprMu-
zkfQc|)$x4yZi5&+B&vVD60rDZzz}ND=se(jj9bQ{Gbng;3$mS=9W0;aD(B$+`xpP_
zK7&XQ`0yf}(YLQo`ge{u0isw5sw=);^dlM-yAn`KXP48qxPL3*eNIj4e$jdF+LbUG
zI~RCFjI0swBQVdG2!DE8&AphUnj86In~FVD)})a1Mc2yCz{>G^S!2TkD$2daUymM8
zKY-qQD<=4Ce|9K&>HH!(2Gh|;Vw4bX`Q!3(L=mY0xz1PTr>elzhdeJJh@ze(Qck)K
z4<|I-c#Zq;uy^2713twz8#i^FgRRCa?$rxZg^Dl(Q2aZ++}I8R9jPJXulxXGmbI|v
zH1P}T+_nTg)~hL@(TlP-UWsy0<|-QT0G^9=4t5@bICY*E@yqM$jEGA4FEhlwaUJIG
zgC^|3MTQLo&u-j64S89MLjAuPg7htUx})FUCd$@%IgV5uM^jQT(9`n@oKEAu5uY(#
zsm!iwUHC}OWiy-tUl%k<;Hkz@D!`(nds)JbLrsN4Yd;-`sE|LLD*DIcFssq!_~9Ba
zi`^7+=;i5GTJ|YY%c156YHAiQr^X+N)imdbh>XtawH*fZ9XSeGwPy3kct-HbZ+znR
zw=0KUvQd$|W#7M0byvGN%#E5WQOgM6b{>0!MMH)2Vze}E*6SRn>#I)a%U8n+-M_b*
zXy6rg`UyNYhrctm{IgmYFh$k;TbUu+K4sF^2feu9@Aw0wsqI#RNd@)Y!!>-*SFLpg
zwSV0R&8`OMN(_6K=B!2uTl>8{qOoUY)3fF0IxYBFQnpp`&gLu6jf)I)otkSfrR)!U
zA0B4&n@a>OHP*{}&%XprlY(LrM037|c|s%Kh|8>cR@mAMf2J1pAj}X&4Ug7%RbC$L
z?54eZwk!1K(hHOlX3BlWCprtc(ZR<4xU~;~rNmREiCYZ|pPmnRbI3p}j6o05fUi1j
zvQTFChpQ(3R&qT-E)|<zr4o){Dqwwl`|mXR`hBL(k6Zg@3=hY~Qf{AlHju8ThxB1*
z%x3CZwfbD(GpX2cil7loGkucIiKXXIML|cO2`{pk(mV1&D{J_jQ`~nH4c||G+j3ha
zN1iv)Qz7zKHtU@Xg?To>lL=2B{m<SXaiBD#4)Y4>j(PZA5I>CcZo7^a@Q5l+Q(=<(
z*!iXiUmqvVw+G3Bn3BuL=l$vv$JM|Xzur7(xU+LCL%!qVDa?|n$}uHp4-dTbbj7Ia
zh+x!2ip6Vdaw;~PmiB9<kdTqoUyW4|i)WsgA(smgqDgPlSjv-sRrN*BwWRWinw{-r
z9c~r+A|XweB+I#-K=KRibF>HV7uHarCZZZcM|gyi%9v4QA)~3L!qt_lN1~xT5N+Oj
z#BI)}dxYaWuj4;`BETr1Iy_`?eybNAt!3dE89cXe#D+nl>&EYv&a*kpr7U%2De;tF
z{!2moiC?>%R72-%gm@B1N4&W?*n2^b;Up@srGe;EpnHxAV+Zo9v!^nU%NR`2j;h%q
zUG;lB9ro7XdaGTvtoBH~FSVe$KV#p=$WFmuG~c{yT0os;rq~AAqK@xiw^my*M89N1
zu#HDks8Gc@Uz=8Q{&ErzUJ{o9d#-aqjETuA(9G#o@dGk<#72;`mhK7tNX>A}QuH3S
z!Pm142FOk4Gn7L8c0H1H^J6TfOj$`OP^kb9RQMk&ihFeX%!iu8Q0$2a#>=Vzr69-A
z@2qF~_1#J#7sS-ZnKE}(IXtY!n&bBnRz;W+=1?fm$=K{|Fzc-gMXXenh<PbuZZ~J4
zXKAzOC3-kLdZs5btMYz-&VRL}h}@uK(bN-Y6*}~We1y8(ctyebWeakJf+bvu?!OeN
zeU_wtQWJz#&klB7sD=4()^zqwz5AXKWs64!amt{G1?jac(G3PGS+$!@)3uM7^Ram=
zjO=N#@+R%h4_jZ;8l}90WZ&EF@}8p{cRp=Ac1O=K66Me@Nl8if5*eJr>d=D|kyLev
zY7?t-gunGM^(-#pYZlA85q)}4Z1`}tqL-G1Mb(Xn_d|Tbg^DqnMOAE+%h8lWQ1C@W
zw1yo9>nU*q%sM)NRynl3pfbQrLn-J?^C>@i*;B$d!cSl|B)bc<-zqvX!5+U($qAqx
z3OxJx82DuXhM^3>i0Y*V(y&^#pbjH9$F+J#F&gI$KUPJ=CRDIT(DW4gS*M4`*FaQA
zn5F9779AFOJ4Rk#X&0&KE_B7eoPk4?L4-GMAhkx!W{{Wwn;MFozsqxK7Zx(2^I5Jx
ziU@x7jMr7(dpM&3eQV1ANiyph-JjbltpKe#G}kgK{hzKBBGIUd$9AR?ND?=`8g5u=
zQ^gQGzuSv+7@3@I{6u!Kawr(<Cr`D{<Ck>fRK3sb-w0gte7#5n?KRkgij|{-cTIot
z*q<$AM#6rwD7s;Nq7daoHubp(g^@9)@D#|%lyH+Y)TaEZ3K{8rlfT>Ob;@&H;u#sO
z@l~mY)}~ws4?E)%sv=w~{nab;Ug+=WxoQ}U?9bJ)Kw90w`FUTRefql;_81;EMv_|G
z$WJp;oc~msk1OD*eZ`>X3NRP@g7!<Pa;O{&`Sv5jF_(~t_zhN#_)`|s5#q&`X{mEZ
zcO)cRTZ(iMUv$vV>|5?*e>x7;Ks!H6yz!|=suWjUi^h+Ic;bY%ZQ3f@<VhZ$#;^>!
zc#dj}xjbf3ioakS&N3*i>OLFgq-|EqJRkPNV0}Wts`$BCELEAw`OUE<)&=D8X8}yf
z21oa0INUtbJ~g(c2Bj}1vh#ZMe1qtwtu@^luFKA<cSb}#n#;(ZnRyIvE$9g7J86K&
zG(~4<EvE>(ZtrWQ^RQ;(oMy?~oj?5@OoJ__P$kToh|HQu@FJ73XK3iTTRMSji4e+m
z%Oi=J@A{X}&&?J#MPdWfRLaShn&S~lmsjv)tmDilPWP&^SC96<c=q+)qjI&5FOA)>
zco|O5CNAEV_*35?zgmKmYOC>UzvG|Ah)XgX-B0G;|6~GM<!BF)jGAx7cN`p;BM&CJ
z5>tmNg<lT89><S*RYYsMJ<U+;=J3-8+4nLiEZSUypsx+AWJfw1o_qerVfGQ*;6=n6
zBdM213xz@u3zO}uN2KjqJR=3BlEdB~0|vuGFk<9hqE5_bNccYzu)hq8mXcGi$`y6|
z6&~pHc<4?nxHRx`5IuNbJL;II5Ht|QvQ^QD9}fNJRiPJW2UdMt0gK(e%IuqCN4~Sx
zzS8Y}WCr5op2=wn$`HNpb0pL^Wd796AulVO6k0`y6InfJbDs<FJN(9Va<cwl8?Ka`
zqeFtpO1QD8JLV_1X!3(BHOucFw^Ok?kX}`-n>=pVH_!`e$j(zppNcd_5N=tp6Pnw%
zuE6mW34bof#R$1TG@Y?BL+YuomQ8|cZaeyzhV2sJY<e^+O`C(Sc78lyH#m7>HM++n
z^0~L)aA)YMF}vz|FnSKPFQ89pP<;eQAmltxA=dSS!#7>uLl28IM~vO5(kAm1xa%Dx
z0`Yq&!=p7{T_oN+Z6GdC)E{f_WudC>WKJ?%wjU+Jz+~m!(4!hQG#d6xH?`I9H<W^s
z&sz<r)QO&qx<`@E$%0*`YuMYD&|+pU>eo+r10+$%Wy~?nr(d2s1)V9NE5eBzM|uXe
ztO8Hd7T-K%<VlD5-jg;t1v<hBu8Strj<}M>lyeu25zAo@$Qj#?J_(savizrTt-`(K
zY4TlgAek=<I(7)m{46^IFakUqD819GUPg(NVn!7VeYfu8v+N0oh>~N$*;v%Ob6Ij-
z1C3+I?g+uIlo`1ECbyqxH&)%b*rg9y==Anx3|Vlkc|(kI{A@-qLDPKc<^-x-t(jK^
z{p4BoPkzY>5oQ!nBDN|zNbI1CnrITLJg<Piztf*9Z%F^LGg9ZSsLP+@QJZ1EJ8Ln|
z_@HV_<FVReiO+(VlAa?eY6*GFB?8r*HpWM6NEEF1NgCMo<KuJ2kn?DQr9)=QO7h&{
z+hbd9LLNILAW9u_y!j|wx9kWuQ--rWTY+4xt;y;cbvm+uK%+@YjrowJq@FeU-8}rg
zs?|t;sMX7I_VN{ZEULWAB|m0&63XVm8&eWfl``W63Nit&I@JU+<?a-EI?Sk<p%iH|
zjflX<9AxwMA2iC;f|Uy18*vg-2dfOHOk}YPeL&49%ol!L-1z`W!cjDkW)TivE)sV;
zz4uHEgoSFqq!bsGa#v#?uIU{S>Rhs^t$>>@)H_^}pX}hXi-f4Mly=&T*prLOZ$MP&
zDvNr%0?s(L>UPS&c(dibW^4U@xe#^yTAM>Elk~>8$MUTB5R4CxS-44vF{6@V_V@nr
zUGVW=X8$HadP%`(xMnzja&tA^vzc|;`<5*f)SEktReJpA-H0PXOHZ2K;ETS^08Nrv
zMOZb8nV;vxTFSy9gUDuQ5m6713pXz7%HkCnZN{=OmOKmDo;p$mO9fJx-QBX0@!Oz&
zQMsV;J~xq;57Bi~L6Qu{aD*+g-OuuG$3+4S#|TS}JoR5Q(^F1})KZ*fMuA2lOu|C_
zD_dJZ=(q&n*s`52#<=>;+_`H+Td$0H%)N0Li@(0Sl5=~lr{#u4kX^LixsymWy<j?Y
zYR~#Pqh%z=wUBn4XLw_`p#@>@acl_C5oZ-E`-SM558uALo9&|+qR+jVKe~B-vP;M+
z67t>5B^Cn`(<`M+Kne}NDE$aFOZU^jX0L_r7j|N+ild_TBdK!JPwwXb@a$nMGHe`g
zh=Dd|RsF)r@U`OezN)B<@XI1bS7yB#VqdS|<;f=BN~>w-Yo}Mr-+Bwo`br=1y!)Zl
zdbKqAqv4KMbCN$dkAOH*r1_m`4W?*$B{IYX+V6wG%Dursv%PO^GwgoUY9vwJkQyMY
z8^T{lAutG_|M^!pmvJe)1=yUXenD{zdJrH5^lLW44v^J4{7#)O1{tU%{4mQ5^`Jm_
zDZbeJh!O(yj!7wxEBA(1h_1mJYt%+T!jO7FI(qp}PkNCE)$QpTPLLUx03)+n*L9IE
ze>Arcr4f&um$RxL!A`xcyf1OA-%+Wr{()!T<qO%6RS~!CkmaDMf6M#&GGyQ;5)K)1
z4jbyTk8FoHF8&%lW$-rCs3CIO`yKT%Elm)zvbu_fj@|@gwpv}u={_+3crbU}mYb*k
zkVsdE{dGsKGo~NIY|M_sm&OoqN55LfCu%?Cce63nSuJz(^rL{Qk_`KC4U8r6LLMkN
zt4g)X%gd>A3BQdhKlAY^)V|i)p_m+amCExOda+iFXsRX_5ww@Zt*G6t1>b%Xkzpqi
zEM}%9!WGWyTd&AOGQZU<zNP$YsYWQ4Wg42j93LYCq!AWNQk-KF+(l%oE)Fx@_61A`
ztnqjB)+Prtie5<m#4>m>0@0p!W`Dp&LL%i7|8^@;ZZ^HmFlJ$cPoVj5cYa24aXBJZ
zkuhMBz|!S7>r`cnyM@`trnGT$c*zmg8ln_!)KzstT&wxY<DQ0pi{EqLWzl)YOiIj*
zrT8rclv@r?GphE^&Z4aL$(j9Zd{8u9Eabe*`t0_dAdQ$h19#=K2JiI$xByi1btU2Q
zAFpYXllP3WANfxa%7m76zby%&<K-oS&pzs@G{;sJ2rO`+7Trt@F!NZcsD(zP@fiZY
z7BzEdj4W0D*M`&&pJjF{9N^SNe7Bve7D?h14LV#+16qjQk=Pn|)44oyQZi8DTDv?J
zj98<^Dz`?|_M{U1l!nftyBgpig1Of>LM~@Hib`!tN~FI|7mwNTt!!*Ci(sUt7@nWI
zCZZpcke&LEIAz6~ytwlT={w;gcDwma#K|%Jb^o?2``)P>l)Ghb5pFg+YVEQ;MI98R
zO+XzQQItK6SECI4w(rLG`4f77tYXe5mk1d&RCEZxpWF8Uj!<qRr`LY!k(mei*qHv=
z*>zu}x0(!O4y)|CUx!XPD{VB&sJFWnRsJUHcmbN?y8Q@ZqjJ}bYTUD=8$8@UCY@tu
zyFgLrWJ(C1p$2usreziA*w)T|mKqiG{BxBkQwJ~#hP{`%Q{JpA@ZyH66;6iZNFhAh
z;Dy?)`|>d+3?gW8&t>I;&9^4Hav^y5>t^F4&*V-YbWMz2Mn+3n<xg9I#^9nqZWiRy
zpShxE(x};h+SU#RI-!MypJ4A!reFh<m9}XP6-zQRkge<6ux)(Jd<c74wspnjbVYE1
zOiRKav1Cs1Z+nZR2cr^#+3NjcwYCDa_IfBfU*DzDTCPMt>Ik+R!d*GOhzpA_2>D2<
zKy2`Zs%`DbYcZd4?IZkD=?-}*eUUGQ#U@&5#WFF1GiJ~$8Ku+av)}71hTQIUhJSRA
z`rrDTM8Yd=;RBj#a=Gj`cC@)(p%ir$93*>1Hc2D!(4xJNEPpOTcQRt1pJPojWtvKs
z3$F`o6neFOM0{c?CMSFLTlBS&#McCZ@Wj~I2=ktfp6Y_Y$P<&5FByeAUVTh_ObqnO
z#M1?wNq$s1Fh9@>u``<5`tZ!~v46!^?mYjydz2N|_Gj?eQ<g#2#5_~|P}N_@?xN%k
z$d-QPCcaSu_R-7V1x3?@;&$i3qkmuO4U?the}_6#PEIEh^73P5_h??Y($K^UY`>*v
zacn&Q(>78yejvYyRG0j;n-vA=739<5Rr}Dp)iP>DMMXI?GvQh%J;GDCPKb(bbBO~G
z0hSn8?4g~VZ{8isf$Fj-=r~4Q0jO6l$5!mf$gSh;zN-8V+qen}$3EY5D@-hR?p85C
zfurybC~(N`e4a-K1w$N5e?CFb{XfeG!3#FplX?jIuI256dPni#WTtu|>fo@~V|(JH
z2a6Lq;Ka-YV^c;$B>fjmgL%?QN*JD9XQMNz&POG(g-X-Mg@M|lPk+~3TpgSy-+%^w
z^sEB2<>Db79StxtZI$(*rr)=|0zN)J!O^7`?G$zWE71@?`Z?cuiR3u#<M}kvVz4FS
z%2i~#yTJDC$%MVI`&9K~uqk6exuKVCD!}u^15O6D$W-^wrZ!L!l{t!ffk>}hth>?0
zp6B%sR-eOOzjQHAN&|;4&nrZ?{L3mG7RZA_E?+Iw^Y!<SeLlICJ+rfba+h8wmSCjF
z)Px~{PI)?@gJHE4DVK!o`;NCcY+8gG16yt)pvgL#cr$urwB}d48TJ@}B_7^hb%cRl
zQBQv-n~vr^he*78SA<v#tHAg;Pmyj}6k?gX^V5jqk66BFSK?pB-`{oib57%YeGgy-
zB&6rhZU5|^E5Ez>o)sG#3tD1-%?7@|7^%9hGawgL6W!h}kqM4a0;x(XZX5}LI)eL+
zK=yu$#|{-dz^#a|`i_i8WrVM3d#HB+Oq~>o4z9kBrZG!x(v?=<HKNGI`-3_N>94fg
zG|7MZ$A|sN*KQOQjfjS5<!e5?zHSAL!(N_;_t)x{2?x-jPy)xsg4FNshCsxl$TGQL
zrN5us=W=dezxsqLihNPqjf%edm4O2j3D*T?Ne3mT2nN1JakB>pnsLhvaH=DU9e@cb
z;YS^U;{c>6{@lH!|832C!lI(t*5_s?J2Y4TUjXmXx3?uR%SVX{Alfd!sU~GJRmp0>
zd({#LF#5~_?ZL5p-~ricVk5;SeE|)<1VPK6mw=~4sZ>A(I=)Hg$@@LPJO(By^Tb74
zoAJSjsPVx-y11f}lFZ%hX@n0Bz1K|VOqYJgIac3WOj7FJjgwvKi2a7lZZ@rj2*lRW
zv#?OlI*Ea{+3UcOsK!)IqVA5DLy?2xSq%<391PZ${b)L7Z+0u@5W&HJSseU}>RabM
z>}6P|VNG~{J7^&r6G6Nv3(bD@#x0?zO9Q7)gxJwB{rY3raO7wLNUQz#bJB02$?v!p
z+V}Aq$>KXrGknwakH@%_P>WDDB-8*lR?alUC@Tv_kctj_;4drt2L*|jw^qn~8|U_7
z6D^7T0&{DNLc44`xbI_0j(N{lX49p*F;}$N;;{ZA_18;o$e5%woe3-s!#4}G)t=%E
zcDYbWd+vIB6vfBAraXz6)0O5r!&f_RK|jg<kWzhLvb+!%0Xwbd%CpPozR4dfIF=a+
zsYBU^m)er?XiSJlMsPsu&C^2#aUPEygLm(Qa%?B<a#!)<62qhYqE?|!=5rGypjRLM
zL%J1j2i-DP09F0;Btby~NFb09RLa2f`R{`UI<cd1sn|r5GVv?;_+a?mu8T3L&EGH9
z4#3&9%hiG!IJ>Wxf|3^}kAP=`IQ&w9tilWBrZHVBJ+nO4BaUM4Vv!0oL$b3miu5XY
zySsgWMSU{t>E(vo*W`MBxEfOk%Dh6}d5X8-;*-B%NzPF%lJK~3B{!x-MVxX*f`@kZ
zlX`+Nan);>^i&z>8DQ_7+W(-q;Kq*?LpZd{cT)NC$1Prs0?BG_#P{J|nW=}1%R;n&
zTx<&Hh=p>mK--PIS~4=}+H$sp+v?LmzJ8-KQeTW|=m{3KL0u`Q2m$`fhZ$<2v%h|R
z@N@;uQ$bAuZFXwWscuZJ*Ji-d9*+JO1wf!?^bAccC1V|?;wSrhxS*f%AIo#pR^C-~
z3k!=}<1|UPEh9=A8rE^1@UVX5i;Kh$S*GMC`&sUUlJX%W)}u>3hpP>h?r;_a&<9Qn
zcqk7rj-=FMaldLGev8`Lbv}WqwjK@YvKv0tKiCiGzx=pogv-VLC;YKIA8g?X5dc-g
zUsiY^BzftF`(!sh_kF~S4lV+G8+}D_>g<vfhIFT0_N9>Ny@Q<}$GlQho;BOQE&ZJ<
zLRZo#boHI{fO8cKDW!Ewu<PN##C829J%zwY&6N&W4e)fTY{qF--kFO}O!C9Va*|+*
zvKFW$T;f3>Jd+m?lLkUFvIU%+oTxN3={}?L!on;o+Z$mEZ+`>JR0bhe%t2)4KYtFN
zI1m8TZQe6-`<d=>pTBfvij(rdKkg!W?+qo5<`^c6FdNRu{nY{L7{ORMIqeUyPruJ4
zeg4|j8;R=-#3Q@OH7ST2AR{pYEN!7a1Hg_uGHFi*)ay$z5%>^sM*r7D7uSH8Ld=n0
zK0yXLgNWlIE#rH*gboC|l&r37PHc{9nq;l*Cmr?<w=Fs#7U`ee_&lNr(&<}VaIu-{
z$8`^615Gvw(TEx8=!mayO?pR6N2D@hBW5_hu4c@N=9LQm`b68~CPGcZaZAXSgbi|P
zbD0x)*)Kh4nc8a~l9Q*x=IiPakE#nmG`$~C^eXLo)yFm7s~{P<rG_cZeNU@8IJMmR
zPJ%@}f%nVz9M>dcPRfmFA#d_tdeJ~L4C$a^nEjtfRW$*JfmmpNzq(DG$hgMqnN<IM
z`bIUmah@G%3yT!k16kQ7m5ecraluy@i(JBwQLH(C%Ir!$Y7}Bqrc3qw_Ut)mvV+Dt
zcM<w9Zc$oRftK<&j8<Wmvu?aj*#U$Xs_tTj-t7mPX6qJaJET#-#>L4T9iww02KoJa
zbYnKWz>n(UpH~s{Nq8UeY_A*Ch9ao7`E9zk`la4J2nMaPQq*p~y*XsvKEcAH&ig?R
zpT?u^Vx*#8fAFw4C^lB9sUF(L#K1U3T4TL0t)jvU+7uqZH0Y6*+xdwT^P_>biyg=Z
zKh>Enz(21A3w2iTO?Cai`pdVqEJW3scj5$cA+to(_XxfCzgZjJb~k+T4vT)}x;<MG
z1=MD)-whBf;9$?MAGf($@6j<g2EfP)l$a8;<$?}JpL~gS3WucygSIu#9gRRNkabU8
z<iH~>KK?l%GYXv_?*qe1$b0447ZuyUs=Uw3-@+FF{K5p_7c_StR-jCc7O4P)8qS(1
z4kXn5w{MBX#H#&(DI-;&nZT@P<b#1ES@K<0TAE_*4U3U675i7&)cE)h9d}L9H|Q11
z6Nw7WE-sQaOt<pHq=oVVawp<&{~Kw!P1CO9REM;NblIyjft59jwte@sNEN2uWK-Fd
zy4i-+iS^KTo^RmkRV3Iq_;bQPI3*fpEw^Jc%Rex!c5HgQX~I%c5Z)hPYQdWm29Z4g
zqJ2?Yh<LGiieDe#W+CZdVPWS28I{TJwWh6nQP7QBeNPbQnSAOtr!$L_cvegLf)Bc%
z!(jKo(DkpkH;b(iwf+_rV@9S61J5q>*tAMl5y;~7SGg-eg`{Gjno>laa5Xh~m9FRK
zCuBV^@sHd&pFJhl;}Q$vB>Z1Yy=7PyT+=m-0+Q05(kUq|AuTE0Al;pkN_Q%a2uMkH
zcQ;6PNuIQHzWemLpYQnoi5%39nYGrenO!jZlaX5a&hxkT`njNL(a}o;rn{@J@#)dd
zbVu2~ftkDX>V3&$i!}ThqmTOX&<;h+E#vb!F3m=da!`>KH~9jdmej1iwI|{CBqbl-
z_m_E&f|pl*nC};tHIZ%4ns^;L{2Hj^f^7!fm!wakIRoN#rLN;yKJo=5C6Fl3?B8r|
zgOYM2)2I~bx{{$2#$ZA}Rx53-OIdRzE}g<kui|2+-!`p3cvF*_Hjjdx{Us=m0jMpe
ztV{$>V_a-3GDz?MuSqM6f+z48!L<g0+A|pCLb#L^erakg?B_c^=?|PR^$mQYx90(F
z-(;SJ<kO%9iM}v54@rMZM)tJ4d%Up`tCH^GqT0@$c^sgi@RT8&sml@&A^XVV4pPHe
z%li+)_)71BeeMNUi0ARt2DPpr0<zAB+NiDC*9hCAd#}L@?cQzkmrJdrA+rXn(YT4_
zgV9kkAX2ZLsLhpId3;HDO-=oCW2S_6sS!7#zTN~VH?O!^Xm(~91_)sub=E{EZ;n67
zyJ0HPCT*;D!FB&q!5~fpWv&-tII%-N9UNUj<DNWxp<K9J1{%YF)>u^~ZD{PDx2(#A
zI0c#$q$~QP^eVlCrY#xkTU(Kprs>Xttb^MJ2OoaErv@8T??Z={1Tgp(6T0KxzVT1m
ze6iBltamMp77KIe)3C!;zZ_<qxrH(-O~FbMuv@*HDI<NB5;^2XSn1uf%IkSfyFGGf
zjQ_-Xw5qXrAB4c`eo4ln=NWpPzh(Cd0?E%0!A`%R{Uj$N)0Z%3Vv(t!y<VXF!))XX
zs@j2c6remX;N0&vl3w!?Drz*<ZqUyD-gCJ==`x^*lVJk|B}3D}-`tin>dgXGoJ%DZ
zXZ?%ro2S34Unl>ybFUH%p~5m;?}UYd4I-{HY|@@zHVZD#VK8t_wNRejpKMxocT*dl
z7tjJ}=QT+CtG-R4-<Z(5%Cre1$??Aoe#^{I?VaiA%m291Ef1RE46}1^hC;|6!%t2a
zEoK$&e@1efQT`7hDZV6Z#QF!LUjPX+d1#hw^CHGA%YBERV0@@@MTDhP&HC|OZaA66
zBL4>$9LlD6AcF&8aDB&MOl+$_1P~)In)V`H86mDkh3=<O_tT8=%?@nw{x-G_yGg%H
zvHr+xcOnZPAL(+F9|}3S2D5>XYX8WOurNzLreC>vX0N!ois*k#?*rnIT4mtv&B(!7
zB@`_8{=JlT>I;}36DE}G?1w3T%}gx7v&7$zxi&ZA|1N`vkfS3}4>=bnCu^h?d@pr5
zQgF0wAFEyuZT<Gv2<LQ>^99lHtIVg-Oj*YQRnYW{^W@>~F4fdvSwT&fo4aO}O%yfs
z6^h3XZouT8I^<!7x5P{o6eZG6tIW%B#ylAMZH%9v2A3EZ2>A@qZROq82gYZet=$2*
z0Z;AXeCpv4+qylNeq@f4qy3VT(`n<EbellBE8u)d_I63F-~gg@;0#f$kCo4dJz9zA
zyNN)LjZH>2|AuASoW6c^gs6d!VDY9gy-axClqHH5n=o~0jPnhlw#Azipno|yd=&$6
z+DMcr9z5gzJ?ouk>We)>ZIA(-)jeVdABQO8V3aLqZgLgdG^}e<fC?WwNIh=h`uQ>G
z9nue{uU+#!m@K0*^}GV@9q-Ik*X0<$5nT8Ns4{YC7JnVem6jj6ZTa>hNI5w2+&pvD
zG-06fY3X~*@@p?jG-Gmzuz9=;jl-lD>Hhj2+*+HTBJfJY4p2Kdx_#EA2$-CFnw>Ye
z`zphip8oX%{m&ab&DRrY_QxXm(eEr4ex`y5y1v#?bnV?C)cmCH4)-Dvo3zj5|Hma1
z(wn2s-@F{WtEZ$dcy5Jo^TYGP3Ep>v1(2o}Ec)J`a{#|QStkZU*hH=TE6<Bx)?81*
zp^+6AA(Om*k3wcG3-2_8BT--Lf3Jj>C(`Iz>saq}3T69qGp+eBf-%7!e(>IgqgQbu
zbXMOoX1wvT!isjjm5|f7`_Dj$QkFkJf$BZVvXLNOieKo2zl2Dgavo61$WMRl3O1gr
zeL!8PM(YOJ-}=5)Tc$gUW;uF|wT6h!mjuDD;#R+21cVf~r%qEH7;&U2zlrlp{l_vC
z`A&Mk{n?wa;5^-`47k4P^zlCRwg39p4U=@hWMf15Lz6l@pgsrDpt6}w30&ud!E<va
z_vMFgBxCdfDz|heSUFH%b`^z3OH+SME23ISS;3rKnU9wEn=Rf~A>b`<LkgDL<MGCf
z*YkjuR(>UtwJntKLQO?i_uQWU^}<N8D!)yGh=~=|wrx*0dx_G_@_QGYH07K;^tXa)
zpt9Uw@DSl?++4FJ6Ip9|b%auY`zIiUb0H$y2pa^<4@D}@woT4FXjQ`ZxU1e1W!*b5
zF^XRl^1A{;kTk(84ZG!N2@5>~RPvRAaeotU@0sxFp!d?!L+;N5o6qTdzzLLA7!dJH
zrQOk#`t}@Tqg2$_)!KSl@F&?g1}LeBl&oSjXH!$=D3S2;XR)i7*+*$W0&VlpYrP-r
z;7ED1N-Um{@ofx;3m2KtgyVfFhl!IDzpn1rSeaaKEJ76W#UvYFI0d0z9rcRkOh4yG
zs!q}VnQIlBHNel!MI%_$oSOFqO~go4yY$=0mnU_uBxx8ra~fS;lC}K}M0|~qd{b>H
zUIC`{jeQs%4JnWuJ9~PbegCc?q1`g6nZzP2E+>bD5-9;XjA4K?Dn_f!Rx0538@ruu
zpqc_nd|XzK@Y7Ozt51^S-fyvfT;;&v>ui8D2m~9$-m6z@6ygBnFJV!@+8b$y3}gkb
zOWp43Jz<f;SmW+cN$@$Yj^kkI^r0m3^}7<f3Zs;IEIkn2uxX3?e!P2m;1u+#VToVk
z)5V!f=UEwo(bCVTWH#F8BWc$W(c-E`=wt;z{$~X4rchPJcOc+a0QMEZq^bR@F9y59
zWRC(`s{qW`{27iGw)_#0)bu?Ib9d=`ws-0KP_R=stHyl$ik{PzluO);r$Y6B-NI_s
z#q?)sp`qbN2R#TL<|}0ca{{OdeYF^*eSZL;u)U;JqO^wAjpDk9jsKkV)_bv%5p$FE
z-NWButo%TJab6aKER<gI^+3g;1i3)33qi-1KdN<kAMh8A>(n_<amiq#p~M8x+<;~_
ze2?iY3@`(h7D13`@6MfMD$YEd^<`%7VwW~Je=5PKcAp1W?R(pSmMulW5jLgzvQ_V#
zPTj9htw>&i@!OwU{al~}x5W7MEX8=H{_)bZ(dB5p-bVlV)8gcJ;5Oo~J(UgTcwQu=
z!m;A!<nN^e?pufVGT<e%RB!c$844B_npr$^a~gmNW8>pbtL0MF#N|GiCrQ$Pqcx<3
zq?<p)IBYg)!Qot*kWx5Qb7p*5=E@I7`r<lPFi3l8n@w9(s$UO#H2%()Obd&2u^na1
znBN)v-rNn&P-&@FuGDemsDrag$H+9MkWi_Et7{-2j?vNK`FD>RYxl=biEx}|c3tT)
zo}&4aTBewaUqPj{++#wdSkDUw7NMlQsLV|y6t_6r6+91ru;@<M7rh!NPWi6u<X31o
zGE)sMjVT8Mze_<78gR-DB$#+VT##R%6$zhgpp0PRsW+%{V5BGmT|+<R6gH8CNOd1u
z)>QWWK>J*UHM^mxv$*)20TK(Bym4Z@pQWRtWBXYU>}luM5vYKhgw`t$BW_aY!hgb-
z8@0FECiDVL8$5UY;c=PB0UUK^T@RT3K-EaH>95!Zd-KgVaFlo2Pi>jCw$>jv^RS_2
z6d>zL^i>f4k2njO9&@gNe)HJxSv~oyM|~rUj@M=i1|Fa0wyj7i90!^UQ~Lc?i`Sx)
z=uDS+pT^>dldty30Gxpq8eNXbP^Tw}$3hQ!x+gFR&hM?n-xR;dbV_fjt3KhXxB!_k
znLUS;+lDtfm1}6T3*B#vxm>(wivK6kw!Ki`KUq<@$q5@bCM}KX4>BQ{utH#6UBoW0
zIL+mae+z*y%kya6h6S7L*K-lRK3#zHpD>06H9Wm~M(%ya1XP+wo-Fw1_n!h%UiaI(
zN_hR4+`}NxtTD2jky+F-9lX23J~_!Ea&#=LcV{JIXMbPsCivosq~S|<psGbpN`F7}
zgyfJworUfi@3LZ{Atqm8IVi1(s`cJUcxrzt9ha)gPH60*>M=Z?pLA{QRR}1Lic$<|
zt^b~%f5wpl2hFq~_c}X+{r}R`gd82Mb=TBX^h0%U{h&Cos3@TPcT6EF(G(1+z)UA_
z#~AgTwVe)DyA`NT=(!Y=TpbrxxF6Gy+;b9zAz32+It-X8c@7O?C$o?G`U)No7Yd<K
z^1VQiFSof__1HNqJvpl!88hm?1kmENvpec~t;O!-(hV;j$~=sFOM9v{7NDe6lp_?+
zNASg?+E8e;5+#}pAD+(&x{BGu=lW|L)bI^z5t9~V9r^FYG0F^Li`-l%L##U!h1d}@
zpAJDZN@NuX1R3u1x9scnu`4pCi9MIO<}GS&I|3U1@b}FZX6D1`H(>Y{5iO{qtqBzW
zpKb@E@aTn5weu8Q5kPFX-OZi7nXG1G!?Cmsw1!G?kSwzeJ=A{YT9*IaarQXPl|ONC
z@BaLFF~QdSYu7_O7nm$J0%jXGMq>PWvp*>T@lfk$dHJAb%|1D>w8Uik@rBUHK6NHf
z$V>E5R?6fwO?AcV^|5osKZVFK{IVy2)+PSc@<dfBdF<XoH63<ie)CD5Bw=*Dt`;vV
zIll(mim@yZn$l?eHg->SJdDkxt~IKT(iXx#7Z1pu(`7U1a9bO}2n%mM`Sf*Dug{cd
zF4bd32)J)J?4EGF^-T{2+HLID^yt)@!5n~spq@=GtFNrpYl+`WC7hf*6$+J$roj`$
zMTjYC^~2ih%K4M)w-?FzOlD>xB?@5j!VEhSl4bw!@Gyhy^D#WSEhobCbR1{|%E=)C
z8mfbvdgr_r5)Tiqt{&;yIsiXuR7*=F>-+nN2qC{)URKHxnh*Qd5ohO+Zzk}yJ%f>q
zwqiCh?M+UmCINoMyQg}8gsW-#<IQ015?J<~&F{c1N`LXT_vGBAQ^(%51FC**biagp
z5FT!)u}LH74G0Ofp>nB#0eUls4^wZXl|Lvk1e&}D0V%n{y2Ok|)49Qo^TjiXYhQ~(
z6Ap%LzbRt-);5#~b&}3{OnGrBO2*1LO@;3^MUs&gftXYpRo&OBo{e}qb>F-5M(8F$
z`Of=N%fQ3ai8A{BV8!QIiH;h+(3kK+)#BagaW;ed%SCul-%|l~qjs!+rhClK)o)&!
zaG!MoH9VY_OFkf`?Vhy4kwNoO%ddXEV|ax~K5wMiP}-!3gyhfeauti`RdIyZ)wE{Y
zI>9#UT*%1_H8ztE9-~p#;<b$JWvIVyJ&jfkG$wvoe%|GEdq<lDjJzuQJif}OBkA+c
zRPt;(_NTi}_ls>oD+jOrEj44XU6l2YMeCwd(U{;53^!cksteUf-5a@nz^J2sTvF$@
z)^gPt5p7sS_ExU_zU*?nDOW7QCmO=@eQmm~ma5X7KG9F0KX5O!*dT@DAMwp-Vin(s
zu8B*`>&a@%7X>^FAk(C>x82{EVxR>k-R5iJH>q;hst#f;<%3Wj2`WaJ5O3fMmoc4@
z-{1DOXKZ3lNlp%)n))X+fFcA?f<t2zdp7&RLL+3qXlM8b2EG9WbZObiKR6U$o{-}i
zzj5RrB<p!F1LnQ5GRo&CWIBlB#|5<%4QH<6$B@w&&7X-~yQ~~TWy$5H*>_um-)XNW
zJ!UQ-?7S|!L}=u#UjXX$@Dj*@$~12axfoR)IET1KXz2S9tkq-MJA)9|PIIHKO%&__
zX`84Bb(*id!1<n8P6mrGCH8QuHqq$%BbEd>F(b*_(8}a&t!LpSVd}9S2;_-x!=eqb
zu)^S~437QLcOHUo437K$;A@8i1Vs&eJUEu|FDuCu6lC5+ob<7_rAzf8GO*45pBEsy
zM!XM`76`*b8uwAcPmz+VLKK=!W^i9+Qg$`*Y<mW~G@C7c>=Mv&t>0`DaJbMcR2Ozk
zo6CRB>;%aU6O*E-+X6iomy&Yu@Z>b@`nssa!%`JaTMF2H6$;}9G(S>T(t^_O$=S~t
zn9qLEOYH|&ev+QSc(AwAV!$)_j&hxN%OoxD?JAa-zHUHhu<wWdn=d~a8XEX3yDdxy
zliVeS5~nLHCy~6b-=R0(pIyZc<N_^S)#VLk5#={&wx4>4t&2Wbn~mH6z?p$k51cw{
z$Y1=U9Cdl}3CGZI)1A?(0%Bz(FqjN<D^LT?ppetAo$mN5(3m|l;ISIQJY&lrJtlMn
zn|W4Bs~~MctdP+PE0z0P`0yIP!<F$B7Y!_<6g*TZEmgq;|M9%#aq;PB*(06Tkr?Wg
z$OR>IfELwX|FeaiT(V@muc;i0&(oZy1JvKjb$_zb7<p=66=eGL^F4vku=kyteeXTa
zs2TF_5lsYRPS2eD>*`PjzdB0JSF!+I9Uh#plZ%Ufch@d}me`Cvy-dvZp``_8?Rz@A
zmC&HNI?m3nB1-0Ad|zMF@blEWjsUoH0YCC27NK@fX>n3-DAt}vkx#n?T}n-J-Gfqq
zl(4qWJr6-Q=qq0@Isv7n_2c8${CG;yWB3PRW_f6B_nyyO1AKx^0P{S({|jOB_2ztI
z@j*iRg{;%VHa056UZ-r;AY%b7)2D`<eDv;RnSw1HKU&;Gc8>9f5+d2iS}R~-L?v!T
z2Ib)Drm>tdP(hkSL0?-BfI}spAYfIrd(9uO232gI7bR8A;jTx><|_ZtspFrk+@j9T
z?gUKF^Pc)2LPr!)cH-9n-5-@yK!HdW^yA@plX86&@x{SS860VGldr++Y9P}w0<d20
z+vUiteTGlORUF;{+qHhEcdxY>#vCV;+x|o7qTH!VDUxtW8pK1o1X-Y=pz-i1oEXbX
z#@K<ufk`>WecIOtRYJ-9u1qfcuPRw1BE=;zrz_DK+ggco_@@KX6Izpp0ZS>jTV`**
zQ_z@D3Jqrlm3`Snvd&vqDqw2Vib#5j8YQ*rDEp-m7c;%*l6-fg-(93qZgu)mVNSxN
zJ^$|&<@S3ln6=KHkZap932_NL?@801@FS>{2dcI&V1WHFvgM9t{m|WwlAYqEpx3lS
z(r8VI*>e&)IvPNHPZ&DWkwMMZ$SB^)_pNtwC=lq^PdCM(0_4x1E-+dK5pUnB7AW_i
zJbSi+h)5st`7?*bTsb2VcQG=I$2~75=)vhsd`;(gc#CcF)B49Gh558JkGm8#UA|aC
z+>Kl`GVbz+9LY~`2pXcQs)8P$_)`9ibt`jO{Rt^+JqW?4v+F*$JOqVFH5Y11DBVIo
zqJ!zb6}~&n4oE)n-Yer4Hr|d2jYJg_5A-WESj6h-rtO&Qx@@Iwy*H9&)_%la@%F=C
zNtqrvLKZX0fcBCAFb~>&%(9gk#w&ZAuWxq#?k@33yQC{SUZ1!^4>{21!6_X1u9fi}
z^=^AnnEg&~(VNv{H#T^8){pS^^5vFQB#jB_G3~zyl#-&JfP_z+_AEFw^vr$jgv+~j
z7i8cpnpEx+Y*H!2jK}KV;wImgmerszc(YGp?YL|9bo4-P+|11A<I}AL-uf7N-GJHo
z9#Le$L=juPy<h<eZuaKf8+>yFi<+^OH}4bW0ivpz<p<fyw}US8ytDaJ3%l#Sx=6m*
z&o9IYVe~vfa^XTF{^gEOZ3I(!rMtY`R0WCXqXzZpCEN+{RF(YXKIcrdigxh1@l5_{
zT~TR@4r^mY*LHicl;ohu@nwLsHruocMlNls7j-YxMhawoa9gEPI1~yD%8*;{DUpS?
zmcw1pSXt?S+c3P<M-&|AU~*sHD5V??D&Bf5{nWY6ZS^^rN`3QhOgrIDTgV3MTtY(d
zvt_~^(?v0-kg^@et-+l1cw>>zJo_^xf#qxlz=h1Tx`~aYy#D9sALrbBP?ziZ^{tD|
z_ntqJWEu{NE=a=;mWb_-L_8Z`0IN$c9r+bjCGtjo<^z<5<j5v1<oepmnhs_9MH0{B
zFwK&6ob%Kfk2Wpa-d@Sn0=!0WeS_;`L{v$ZBgNA*Zdf#4sPa1PAr+XLj216BHS3ND
zIz@d>Cqe|3YHjw4MeSt)9P4_Y`#DB&Lf=^%r9n4*G$Y_-GTLt<$E$poSN(t850p@9
zwh}2KZnBAmHF<KmWU%&A*=R%~Kr`?aW!gl2961rsnHWIKGbO^oL91lq;*(Yc9P}hd
zM~oAvp)%r>aUajuz*{o6Z2Ckhw^iwj*tyCtYWRWqgfSQjl$$OIpzbKo3r6FW=9Ogb
zLj(|l$IA=^!B-dej$dZ&-d*yeT9Bd^My<qBi7w7?mD{hHR@>@`0i8JK!RwOjdpB*4
z#NQopsfzdf8E9p#H`v?Ft2zCBD@|p+vMO~SZ-;Eh%fI-Pj9-lAw^81j0l$igshvSY
z&vMhL#R>z)=vD^XW)~?fU)j>)GXzE5zS5(elgl){gGP((qf$|6X&T^m8?4dGpQPaD
ze*w5wN2O_q!`2|x^>uxg*VV^rn;TsP%Zce}C2^aGJY|M*lYx)TypB}ySd&m2`a~S_
zXzB7!h3}9fs8Dtqgp?VcW`7AiAZ7e>o5r0X;?Iw(qQBk!a{l*kt`GD!cPro513D`#
zA@Ai<D{wP?<{~8AD=k2M##_jEQ<V{Zp%$roG-Jm}-MS7J$lFk&0Tq`UU5f(Lm_j-x
z;x2w|+<LA*lS>}gbwRBn;@~Ce3NAAWs|dVqi-gKDh@T}Bkfai|LPKq4jvkWA9i}Oo
zxeH(K&tBk?N)>c>zwwO~G0Ax=m~qk>xa|R`J+KPlavChYz{f|3Bwfb&GCdR)Ev0Ic
zu{b0Cr{Eiba5K_ZZr^}#>1amyH@aaHRxOX7QjvsJc#zqcKv2Jf-eDk9!N7o+FR9G1
zWr4jNL+WQBdPU2;lp+I+uqT7(CCu#c)BVF!>&x!$>uEu-U@x_VAJ18}#o^lP;-%uE
zn_LC(67uYO{1tC;ZZvh+>?eFDF#EN?X>7EILCpAES4Ul;o|$wZSA+!G8jc~Z;%`9P
z0QV2-2g_GPgjpNS@Hm(|WyNE8`+58WRANMIZN0p@7$yK{b(Q%bCXChAzbK7LyLPSn
z`7QU82eOVIKNWwlk3*~ookesS=hI40sh)X-%ic%!XUtPI#EKtE!Vk-C@umfEfJ-OA
z+^*+7#<Qwl8c&vSOZ?*{aCFlW0P7pS>n~GmgBY^6(x4rTq#Ym_b{h*SusOqK8Y#@L
z0l)XaN(clu9B5SPz~i;PuI9M5ruN1j?-hUabme0i<v*fI8~gR^3%YO0z_LZjQ33dH
z^Z9~0iI6Wgq>a$%3cynjtTa?~^wMET69}-@w|BDMZThj+cBj@zv0EKzA3PpDcj3?2
zwGi*&C|4wy@fjoB9vOI_E3Rym3UzOR%le-`QVgcjF8RSkft7^M6B|G-?DXh<&&We%
za#^>tr$~lRpZGf7=Rz(0z!gJix>qT-yIjQ5+?)=*e3pAe#oAtQIZ|&}emerQQOD0c
zozn|*B{wYqOjVV&W*}%lE!Fq^gi@VO(Dy^;+Y%5B;J9sxq7*W$3|E>33Ak-=FOOQf
zuMW;A65gNQ+)FcSyI=q_2=MF_sDet<8elO-kN47vjA!+3R4<<Su4Eg34ganO`Jq=t
zl>Ek+sjV+wLPl{`wD6Co_GSBoQgnZ77KktfyYw_pH)m9GsnvvKZKv3c?&!ThT?aEr
zUV{;tUnC+PyOY^5q2FsFC-vjjU{|)WCfENAU9lIv;kq69ePI6KpZw(=HqU*@NYdW~
zWo=8*Ogw_P#7U^`?xo$*Caj=ys9ONA)uc?RjhRDUXb%|h(ggja#{1Uacz&RZun4q(
zVY!tla~7u{98hQh<~g|Ai=vQ+JJ!t=L9Wlml$+@>UK`h8I?Nncgaga-n1<6#AIDBD
zfX87lbUo^mF@jc**VWWq-7(e+)B;wZV`$g!Dn^pd!-Z2eD_-%^BB|&<JX>YiMF9BP
zOioI?hs#Y)#bx&c3by_nOjIxpit$vL0eq&<48DQSG`jidl7#9M2UH*2+w;~dRV@5!
zxIPPevaKWFuw&N@1g%`NeI_0DyX8^`=gpl@pY&SDVEx)Sz&fQu*W7q9^?LRESj&Vu
z!ui1y6&Q1HNCRXBK0mvF7Ez?%4`7hy_CG$}@k>T&N7=Uth7Kg?7=zFUh+^fgCN~v;
zcc2z6`OnnLfNMI)E0(Lgc4@1yprP9=3shqeszj`0UI2swbrn)#d*CDlo=);?-fxA>
zog99cDp7mqLLGrco{6l8UP>!sVh<o30arG=dKpRZ{@5pQ{_Q&;_K$(YJl{j3B~5S|
z<iams!&X?2eF6)bSQG)PTyoN7K4^P+U<Y10KIDs`!9o&xET99WqY*HcH12V>i5>6$
z1h_c4bAeZj*Yy^SLo<;M<!WY8-~_as@WHmFyp4X}3F>$g4PvizV&2P7t_2OGv0XiU
zr-vLG^}2|wDrX2FP*mE}19thHCV~=ZCf!euv&fK{sLyh=9Y5YNmD|iyBobbLT7glA
zKmGl&Um7S;G6K9mUt-{gYM9kppqG|uzrC~Y@{W=HxyaRM%|xNz>*hC65|Wk7J7cR-
zCE7xubA%xd7$UEYP`q!ZeJ7M6<5LQ|E)SoK+S|9TAFd*<|0Jv=3)J!aQmZOErpR4y
zntu8S5FXgbU+l)I8)^3F;n9XQ|7!z(9-AJImXglo0xGplBf=TI-CC>0gV%}4m!eGl
zrrr>$vif=)56?<)=F5PZ396diza;|LoIH$~bzLy9Y3<rU1G|J272{NF!L4T1Ry|lh
zS=uBDJ{r*A#z+BpJV>XVGbQ;>wWj!l$172NOP{>p@~A4&^h+57XA1%|V|4LId-7Z$
z+6aIcYPg_gKL?YFKEc6xY=Q=^@Mxndp?eb^{fwDX>AvREBLz9n3Yz;*2^4W^z>S6H
zd5+i%U=#*v&ptg4$N8}VIWbSPKTtVg5m@^6r={vEw^Y6{Hg1mafay$@!ob*SqJDK$
zSOHpf{-sQuhzojJOi=m<tJ8RtVVz^$_e##&6eS|kgncyAuf4M-!*Y@qBVS>q1Be))
z=1tF~7O=(iD5=_(TkkGRHk9<TqgabnDKGND=a~K_pc9}^^KGMB$!mU@LgfECRW-K;
ze<pr*KZBBb%xB{!CQeY}9FyB|7EzA=%I7<D>~gzxj48ymm*((c5sJYfO)^lgE)1X@
z*Sim7*B{;7@9!a>B8i&tysq@HNFxeFMipe>;1m1eu<M|qxReEL+~nj1fexFa5eoEz
zS5yo%)VAGPAwUn>jP+vH<Q`luSaQ}2tH3hfdxZNkBYveg!@1_0Kwv<*kx@|Ss{>K-
z&-)T6^#YoYzj|62|GVDRwML(vHu}x2z|h|5;pE6rxe}?Xk3efNhS%_C#RF!?Rv$4S
zAz1WpDWj4#KL^fiT+$&*u;Zc+x8EvkZYTh=8#cT2YGS)vwgX-$4qm|`u);17Rbo~J
z)3`Y1u3TAkKFnCsRG}QfZSS+RU4k*Fnheeeo6DRGupXB?cF{)?6F>VVL&2Xaf9JSJ
z=yI&z$CBA}zDFGXl9=zt&aqzt;oqE`N;ssj!gR-w(0*j#Y%ace<aN7uBRd{DKz;g^
z{;h@0(UGA*FM^X2Yr+rU9X4lAub)3n)}Xgz@2qX2NdwXI0x>v}X(2u+g{_hyucd`_
z-4KdR_<#`)eCKTASR|l=G~bw+gHbMM%$gYAtZkO&5N&QAsr5Y^sqnnXkb*>M>1pCj
zo!#BU|E~R-bG)W(<SM1$kCy)cJSMvH*!V1OMMhG$B>E@@x4J;*{1k)j+FHAg#jxq4
z#vQw{j84uKsF8Nuj?h7gE@vL4_0QH5p(U%<L`a2@abJIPUh~om<GvCxP{#odNlel{
zMle$XmEZ%ppw~>#QiE5yQ4i4IGfIKXfk7%?;Al+6W_F+*7@{HJkP!|#)-b2)ga<F?
zM%>N57|(Cs*p7J>GnCp}qLDR+pKa-4VypohPLIskxM*SZ@y-EwMeQBsGyU{Nc!Lqh
z(3pcX{lEU{r<V(9jUBjvC`Iq?_MKeeKM6vB4DH==0&}zy*0;+pe=?}Lx$5;JUZ?Je
zUcH2bmOmH+xXg15o=gdZiYchE?wA}C1AT<kK$kTorKe2JK;U2)=P?GRR)UWE#>s+I
z(|B`*@QkluvOO{(gOCs|8JR9{oPN($W?-|kfs>4~@h=fh?>tc|0zMH}R6-Iosg+?_
zyzIz)&bP}M4qFSxZ#CraLvm`xbCpGM)=^h#DS7KDp)BmU%|JAb`%6Rb?IluBQW9rx
zq!xG$^R8>)Jp**((#8czU{_WHS)!g(Y(eA`2)HVd5}EH%oQ3vj_>q;ORq~Hty~_v&
zZf2+xaeBA!Lw|08^8Dnku~7OIv6-CZP+BEJ66kMg4w8JZ4el*)@#e_KmyFR0xPVAH
zoqfdu=KxF~R)E@4?VC@riFhu%<|;7V8h*d81tweLsa-D3hh>M-VimakMe=W+Us&6$
zx0e$Q@;am0w=P}}BpEz>*%}H4&4?3rOP>C}T6=}_tJU=Q;obq_1?q2_*Ot_ooCz49
zwVIdz?5@1U)71>2`C(LnS?jH|X7Hr>krD6!0pkS_7@Vg{N5YzA7rz8(V3O%i+hryU
zZ7Ek<kbMsDlg#;41vBATjGWo<PY8G>EhiTcZV%>nYQY1Yug4l~vnIxE{UIfT-OYgt
zk01j0uu?!!<B(=aqGaSiT`eI9xAN6bKI!!I=CDVfvML>yOkD4oz`S<adk3a8M9bug
z7(ub9iRffrO_v7vtA748f6~{f`xX5@LEG?8!8C{hc(Kv_XAS&(KlEB)Yy>^@f%gED
zKoiaVxO?Z$HB1@~SX_=<n^5fAmL<TaE^ojM`eeieZcr;8YzA7v5N>UMx8_G?JzzWr
z9)Fxw@2=V7JYZ!6D;Ux~G(;GHP}aUR6eBK$)w`@0#K2nDk<Qm7A(bT>%7PN!>Z^3H
z;EGnFtzNf?^|_){KjIw>T`eq(i=6?APa}dcSnP2tK6cV?tr7U-lx*doH=jDRtPFus
z-K8&%ibv*Q0mSOw@vNe9$4$rPOKmCd8wp`N0(h;)KmT<cpk{$)f>2zhN6=8YU;bZr
zE!-<AF_fVAs?WfC-MCB4PH?}WT|ly>+3*pDQR57QbYTDABm^i|XG{l-2b9Iiz4tJx
z?bJvo%^p9;Y#*4V#0CB>(|$3)Kv@681{}3%*&q62<FatUEQ@~NthSt7SO-$efP1rk
z%V6?@9Zw`-6JFhM_ctegO2~<K-3!gizXZRz?r$v^m6QzUs&9UR1OfB;CiA!lU{b#M
z1VX*GQ>ZQQTJ3`4Hkq~c1~$RK#<ExSlEQ0R^djiWx#S~gS6(^1DRHyd|GWE??*6u|
z0`w3vQxM(VO_B5LWGXtAD#bhFahov$w6xwmun4rY37gq+9`FONHzMeVQ~naGm%e4@
zk7mQfd<1eXApkzWRmE6f@AnmA{%|-ijCxr1RQ1>z9L+_Wz)sWkROLRquB2;A+<qJd
zp^b%miQ)f7`qZdLFXDwet1^jybv**pvv6F0e1Cik6dWe?rN5LN{@C$0x>t8OtF;Lu
zg9k?k-&2-%-1T&qGdOpK{{|-w%n3>@+JrCcZ#DT;%(rgZpF=bfTnV$U4kS>YN8FUN
zh`rH%!w{gbs`}#<mElH5KpnjbtuTZGQEao9TXgrg3f{cBnHe`FrCql32`w-zMwOR;
z9L|`0@p#^h!5J5K9LL&5ced?ntcR>3By{B9<ka5ejy#hq9S#e5jz|%RA&Q6@01TTR
z^#WBa0T`m8cv@QXn#8_HJV%nod&9N#$%><m)B}UV!@&WtEwkYmM#)xc5!u?)+4Y||
ziLhzO#XmZdqmrxRJ2jv{euqX8%~ieV^lJzo$RVm=>9GRM4^%XK0j`ANAGxewtevbk
z0T&d*{><yRq867uZ_Nv1wpL=&FML%xIdUn_QGZd3H|u7QPP9xUUEf^4M76%dg*X+9
zLe#e=T6WCNAvyuBz`8FX+1j_+N6v2OZ9J2!S)*n>W_VEWqIuTuPT?5>f)@_6$n0Za
z`^(2df2*bAR3XS6%M@>8GE;Fssm3IC^@Dvy_gLS!Z8Cpeg&$8Z0Z%FBOfg>!xvzy~
z;;C&MxLVvcyU`<Qtj7JZdYY9#1)G~~SYw5aC7B`#ZcyBgb`etKdK*cU67E9&Aj77f
z>EYu1@zwC*Hn|kLXs1|hO`TCGQ*3b)t22DBQPwK*jZtEKLo~)2^7s4`Dt~QBdn2ln
z<q9uiO3FL|wi65!p4;aZ!DU$5L`=dPvWGjB>xINmUQOBh%kkG2vtAaHdCgk2ap~#N
zCnrq2pZ5JMuH@klmL|{@-n<W@FGd!K7)VG3hXlv->Q^+WK$+n^Z=?ALK4}TqSFpMM
zexi|=IJ>U`F_gl+&z=beAB%kP{(k-GlLj(dYN(w)rl_1!L#6Oc*<tXu{LshFKLMK6
zf2c=>rIQPka_LK#J%i*tyQ)7PkRHUw%TP#KpFdo^2ASUy*n2H)SXKK`h<VQ2{o(!A
z{tQT?Xh?-#U)bnkhOkOdQfU2cqc9>sKoC$Z)P)1<@KF!B!Vny-WcI)G+oP6UjW|Vk
zfBBFcPZ{VjcZZtBq76#3>=lutP$UGun%PK?kZkq`<ZUGzewa<}eQ}`rpz3!%!dqZV
zd|Uf^YOF7r{pEaOgJ}5eS5^&-G5|MXMSv<a)8;21Nj!@v7JN`SK#25r+f^)WW~;(>
zQ4Jgunv3$x)?@F25R|P)3cg2+RKtm{A9L~!Lml&aPf9e{EIz)TF_rGjAA8?_yfe^<
zI$^oo%uK{XA621(CR(Uk$r3Ubiq9&PV=?izc<5E+OCnWbVf)s|VL8L&X`lP#(D|wu
z<Fy~8h=?cex>vsJPUiE&6G&`~q<MhOlq`#h=3-gQpoN-<&5a&<6Z6UAkFC4Yq|n<(
z5eU=Y-|xSaU={~9jD28uu=mV$=j6`~UEs(uqA<Dp3=O6z;*H-gHY%_$npVrz%+dG0
z<fPg@17HnbUAerI^u&X3gc8;_@*6EwZ-WUh1{L0)=%OGVUQHW2nO+pse=xGMjo3{3
zXYoqoF-|M%5)4)EQZ+xVapYYUk2R7&+iB$Q+5XbE-u@zhD2GOAH(kE<7tjdK%tU}F
z7i(W%7VXY1mTPGoFZ)Fx<?M}IFz=#VzmID$b9vLpyH6o2X2ny>E&G^pwX2VNce$FE
zl05Q?o?e*Sc0a7b_$o&}&B<bRwAPFsGLb{%d4VS7;9v@V*-92ECuYLkNt}<=B0%Ro
zFyTl`m!BrkIu{ivS*Ux&0v9Bi?T}4$$488F3M=BrQzoXlIl}qT11`5+bEsk0e)8Lu
z1Um8x&kH_!EalU~^2Rr5P0}S=USw2~Q^tD11#hf0iOk1@B)fuhwUQ{2&i8%(-3d_`
zYTDe6FJ?y6ffy6@e@|XFqAdq=<enKWZ;ax6#KCC!l7K-;eUU<l&mxrNn#U>{I8)<8
zb0FxQ=1QpE)zN_#_Wt~MR$Hx584gq=0S^w*o^^C67qhTHp#LT#m+T;NQb&hPY5KY-
zsq>=G{)B})&XqwuOXL~f+og=t11(gr#4kNBnP1G7wTbSGe$z@ang+IE$BSE(sS?uu
zrm=^R;}5h2p9za78y(D<O}LCRX_w}S8Zuw&1$+=D))O`tGmFB>hA#MQnE|r-*jsK0
zw@pe&2<J@Mac~Iws&P;FWbsf1eTrN#Sf!18SHB7tiTEjV(Kq;FW~y&;V{i_I9f(N<
z)Qt3ksZC7GItIeF4<~Y+o5BmU=gC#fNKL_Aby8Bw{LoyF4o;S|i-iH^&Zuz5-4%G#
z`1ER(6--S-E7o!*%aNS!%Zn0JD$!PYRzxit1{lR(bM^wwEH;R;crE~0bFBepp*s=Z
zf7AXu>Tpj>AKaatjr3kn1kN>|M=}rV`C<{*8uaGn>W$}FYW+Lv>tBe?NVq&%eYLOf
ze_KlO7@3u_L?hD2<3D+weE}=kF)|V+YOQYf`zP&O`8p-&>UAyUaj_tMW3T@L7U4)l
zS2sN97nS&Z-c>=2mX0kX%fXq5<J!7d&;7eAVRtWdk22f{{_gleW03pxu3)u=dhZV*
zzw~hNzqIeneuWZrDpR~u(^S;>te`R;ZQ8HgpZU_A*=O@?zLdc@`R;gWR3X^=M)35q
zq_cRj!jvNgjH{E66K<mu6-Aq$vN3gqd~GjDn*bIyQ@!w?Dc0(ewua)e!_O@TQfQ+t
zW^eKfH0r1!9MtPuMVdIT4@N+&fne(5nzr@FSXMFgOAqhtPvhgTQSl9@Par#QlkpTN
zy47NVBB0b2S(@X9I5i%NMTqGTKPB7vtehGah2=To<NtX90z(YmJw0-1B~kE0v%O1o
zUkG|{$R}H*mPG&mQUVO&`DZSQKsNUWg*V$kkM8oE6`i~VH^lfG=+Ri)+v{vZ6%EBL
z(w!$y<GJX}%qKT&Un8}cy_9v?*F<u2<Cw|CWSVZ0RkK<2B6ZHMHqi@L`{8U1+1|B?
znXl5JqW;4+Qv%6zUe1#bSUWzB`V!#w%H=(RXB9UE%&$b2z^J~m&E8F(0_9&A5GQI@
z5GPhzm0p25m%e^!@el>~#?DC6M5P2D4l}*EUifqbuLDY&@4nrK%%-c=jV60Y3V4zy
z;&#}tHyAF6NXnpGY4NgtacbJEpL?p0!z5AM=fbJ3?ASbCA2xGAZvH#p8+-K^e)p#s
zK6f*0ceOTJS4YzyetZU0DY`uzH)DP6BeAn?B#9QfVbPeOj5Oy=ZYUAY2l^}Y0n9UO
zs~NE)Zq?1A5F|BDVJmIBU2Ye4Q{qHm#C(RYA=T(MIyt$+j)?jLqT+qN_lV0KXwaE1
z;kR}-P;Efn+2nSJ3r6M*Lm#`zmE8$Y)OQEY7StMR{MiOOZEafLo2?gUq~L<c2b5bH
zE2esgQvRN-a=2W=jwDjcbY;k%s@l;2qgaW0qb>UzaV8QNzRA!)DF4H3h9w41wsVyY
zJOBw&bkpYkH2b(Rs3I*t(jIv_vbMKA+(=z?ai+#RW8WCsz^PLOo`5uht*rVs=eLH3
zM&1x2)KZl5ev?%*NxWFKj$*Og$5xSdZm~Du)Am%^D!0wN=uYp99f%|J%GBtf*6`DP
zSuqofeZQ%NfW4V)e~Q8I%RVAz-Bm>xLE{D@+VBAyp`f`{C8s(0=4i(3wVf*LOm1>d
zdxt=|rI_N3Y3vg|DQO6U3YsxwW+iq)_+ynP(FGE5oo=uHye;bftlzGJjs9$xoZ5Tx
zp?QRnfmpVz60E;t^!4%*Hpqva*2{nXxX7iuU=(#-mnh0PZw)%zEZ_2|msV%I+Wh=Q
zpxjA<F3lruvpue<;%W_~@wrHO!)1&m{U<IQu?$|!Fm!UPaj=;FF}6`NAqJv19Pmm_
zo-hz)YU9IRlu(tQ9|!Aci)AU)^As~n<{E22(4)3LUP*)bytXzN$%H8h`j>7m7o(S(
zZmr)wMuI3emd3i-8AR^_QO7-8R4Y%}RJ8_mBCdXur)J)uKY6N*6S<JFxhC^h5an(=
z>W3k^|1v$eft>iILQ*m70^`jc_=p)3iO(a=@POFQ$_i=wqKJrzARs`<@BS+?3gWf4
zH>tQQ>>yyb<lWQAY!sBrb^V-f^er@a#<N?g`W&qKp_J+O?CZ^fnISsdSG`9DrN*+?
zxG1Vpq4is1n_qgr!B#-dNdfi=dT}AUzI2l>ouBeK3|=n7li=@mO%_ZJ{K1?LsbHfz
zSHaj0)Y>#zTpXy$$-_fOO|Pt#WXNeXg$RbmO|zTH!GR0~LImc+-7F{*&T1yTL$s$;
zd_a#PnuvJ1_Pjs94#yuFYD9g1<2F9);O^Y{TP<HJNwm0sXKVmSL?6KfbP9KOb0DeV
z67%Q}SG>J-CCQT)_E*Ze%vPrH6F(pg9nD}=`mAL1RfdN0a#_^D0T*1wL^)b90H7Tn
zZe_toWDk)4780&JC5<N#gA(ukz+N)%js}U~4UB-smH0AIk5-ZiHn5e%^({uZ5(Z)r
zZ~iff$r5XooQvtWeuxPH{Zi=J*+La85t?zMwoI=!`fX=SHR1VrYF}Pnx@lGy2+}GF
z1r{?u`0W4(BBIVTd?5oNfgu0$!on210)U=~X25JLURMO90n1|93gira_3qXO9<8Kz
z#kwBXxKkw>SP~Jx#m2T1GfKL<o?5z+wvdUYj@4X9!moGORn){IapL}p3wFI?N0*}W
z;y<qbLB#cZyeR1qju0}#@TKiB++VrSL=Tywx!EsYq{H6{VA9?`#W4EhOke%rTRTlb
z6H_M4+Q+v5M0^8O3dw2~%>*oNp#mur*kL-4C!uFo$89~Kab9eGkH?@nma*3EFd+D)
zOa)6E!CrTm^c$NG;hp)OE{DqSUYEaX?0j~gB>sm(9o!s0>OBXkIdT&J`;V&vz1^k8
z=i7>w@ERIYGc@y&K%oCKAVwi6ib#BPG@8uOKxlS9jwNhc|C!v3Oahp=A(f%Hv0jbs
zD=TQ>aH$g=sxEdm0{0Is6S=au%sQ8J$3k7f)9+%)rpNP-)tfy|=Od>vDea;!-3V42
zxVMk95nzHqPr2#Aq9QBRtL?uVJ?81)_P&F)22_$ZUGNF+<$mIudV_NaFAl?jZE$#~
z=0HH6(&soj>s!8WjNi}|zk8eL1<My|{mp!}xjTW`tZzi+8kOe#Mfl0P8>F>!AV7x{
zrD22n-Gg^&xXoedLIqm=3^!+npx1xx9-5oW-~i?ct+7-glTR(}yd>4Y<Y-`+DLx8E
zHo!B|!(*RFJYgbW`#}rg5NBl@$7j{|t_@4-Pxcp${NFN4=V-x!pnQOXR7mjmfg-($
zBq+n$Gh6aocCl<FpX2Gk$)%GixW(PQTYvv{Z@?dpH>j9K5|Ms6vDJvpkhhnn%d?#4
zMeI`$0)Nb(iG~VW%hlHB`fbsDHP)=3t_qc?U<`}=*=-jv?;iyo(x_^Sl(s~?BNaPG
z=<ET|{iL99S)h{-H=6D<+=yco1fo7-iW6c4UR{VBt+8IT{G9s<x4(cIcl~P7t|rcD
zJ_Z%VOsNTy0Wv$shbl7|&#TgCU`rWn#HoTT<RZI0IRW|}xO;K3E&%5fm+49vAD5Ey
zQVPKf9L<HVr}8J%``DKU`SV$!mO|drBCX!v0Y9Ql0Ovoe%N=9M6nmvPOsYtIYrJ+O
z37SrTN&r)8;1~8g_pD=iImMMBe!RfYGM!J1Red5zzfktS1oxO`D|#eI(dQ(gTQDQE
z4{@5E<%#~KH|eCe2ylDh?V$@b_d&fsc`vs_kJE<FP-?U4QJppu+1O?ci@Ttn?UI}P
zP>ro3BGBULHS&H;JZ$+U{J5^yJm%M3x^S&=T;zH^Tc;-)dain1iBW5}7X=$~^us*U
zA(BXmyv7>WTraVp|F1&e#$T)!h=b#-hW+GBY3oa&MclOQm#yvn3<%>T0qf{;&I7Rd
zqL^F;<^uTcdjI`YSKG;W)Qm8tqg=Nm;<8N=?Y_p_UZomq?NaMB@wS`4i`g1w&@99A
z_U-lZ=h37wY@OQk-UB```}9^8*j58FNa4jo54G6JkzO$Kg~C=fc6EGTA+-tj^|Ai=
zr=Z2+LmLi6Ihp-WW3{KS?d(skC{yd%+}UEjkjq2H9}X0(9lbdF*C9>OwOgsTp*Pob
zf>bE)-|zLO^^L5x9t%^qFX~+5+Yg|~jh^bA+F>61F1cPr<yg&Dryp}835QG9KnnTI
z7^Z4UTOCyoQxkP2heHz+dCCO90mSy!&AJ--by2*xRBbi_)9i^GQC?m}z*i{*aT@NO
zp2qa`B@6W>MewU3^xbl*Y4ZwtY~yV3_8+}?Q&Uu%W676k8~%;b(=htj=?NoeX8Qkj
z^lR$f)oPX~{Q7Z{Hl(I;m&cK|?L?G}4L*Da#iiESQb%Kw_g8CbB4i;i_jU3FQ4SsX
z=cXo3Z64O4Mv|&HeDy`YX8i(Fd0)sNN{EGCX<<z5MM+1F6gdXLE=Wq0l$Mq$b1irL
z0B%L7mkb&$&a^^%#s8Pq_owf`EQrQg`MtNB<iaIQpMe^M!u`F5tgHYOxiN)@dBbVt
z{fBE`7UqDf^6!#go7W=Aqg(BId5Ec`wK`sV1Ab$D%Ev-DiAN$;LHVitE?+<1LzXrZ
zBP*{w%POUmyESu!Mo4IS7ol?sHgsWT0#9UWy7!8cqMP5<LgU%%)TEAI<y8RfG3LqH
zz3@x@B4!MuG|7MaJanNmbm^knClL#z<$e>WvvO%UJ(5UFFtDIdPX|UxgLrk!=wrWJ
z<bqxGnGdf)jod1)w-EMbLj&J>2)Xtv!2UZs8&8gQ);@;JS7~qd$9e6}+7qi6??yI%
zdWp`AL22r%f3&;s<E=VrvwuZ~RRxRG@8)J*rSe!3ARl7ln0Qsi5jg8<*Ptb}vfCUs
zx|sa&T55bC0@4qLja*i=U;XNZt&~iku=%KvWWX&=)P9jF<2uC&@dFn;;!Pm(G;G9e
z@A}^qL@|}mA9M;n%!2CxJ|yT{T*SRPYQc1ogPtkV##<T7)nQx`T|y>}?;SulnE0i}
zH?x&2pR_hOhwq32>}S{RDYfNUt)H`5QWqMGt?rm5QlAGdhz2!+lZ2KzHnZ^<P-n5y
z9Qngo`)^Gn-Ix$Xd2-Ce!!&Go>cR~i23J&<p5mf;MeKlyX6p~Z;OKc2cXzrs1;$Gi
zP05zX82iW+`#Ktee+n!GZ8J+IPB+oV^W;CxfQK&tmFpQ3Ht4-+`<@MDwN2(Q2Yjrb
zoZa0eua4Bf;3NrDV)YQi+}@nOk$&P5KK@N<*vL4sC>-Cp$jb_@Z$7=E;e%S#9XQXv
z*VH7~Rj2&N#h&r;Bjf+7=tU3$`GNo;dbMjj43mKG2b!oPcf9!LI99Q);B7RzGhhd?
zQ4LiJeMJEeX2vwuH}V?&4y1)9U_2I~FXN{9vGJ)Ljm&00iKtCVK6SA=Y#dNU*r~`p
z6Q@A@WH(F$o`Di?lKFP8lpRP8oG_LStF^X6#=Vj1zzq(a@nISaMf2aIm^L;Zk~}V1
z5<yVr@z&HU*7Ax5oLL4)SnDB#QWX}40%lyh0*{zOT^6FZ7uP=3mJHuNpu!^}VUpY1
zYk)p^w#C+(L-#1~)+(%SJw}lAtbQd+j}4>RSzn3H1Z@<>#dy}7COEZ-$19AnfHGGd
z%G&x}A8eU_rMGLHU+u=@enaQwB~Yw2Lnv(D;@?)LvwHko?0MkrOwFZ8HhZa_R~VyO
zcsWY|+xfcKbF&ftV8hiT$(u8H%nJ8c062f8YA^U*XiSqX@C0|fO2<|(Rr&MMYZ}9P
z=DRtb__wpM8dt~}=#du!**oI@%h>&+>O|G8<M#QrGj)2{qBfHuieUtAe9`sA{d!9?
zJ+qeZe<w?HU~y7ZuDAiIs`*cF2!R$nh9#b)s7*{;8&9V%s$|suGXgdX1YbeV7}xi5
zh?pPW&>}KioS5V^<~m$%sN~#MCSxkuRIxn|&Lplfib8*=;x?0my}yMBzV*GISZk$`
zxi+%)u(w%pA}rF#3{Yl>dLqZ9giAryd{a+ITk-@ufBxi?00(#dij$MLOke5MS9G7*
zgd2VP+8N02tgL*fh<ANmU&SK9Bo<@Z?R%dP7Y8pP%IJMYbj683#G+a-j}3ldh*%XH
za@XQwlx1ify4Yo%(JGHMr<a>`v4P*S2~dfXWl#H^`<H^_tYzZi0-oR{5})#`-*0Ak
zQF6FAt{zVYsubz<-;^o&1f^n5#5#8KqEICz<Ot4`9Qd0Wnmb%|=*(<|CT2a8v_=>7
zy^e(;CwHHlAJ9w^CGY@>*Jj^w-`B#B32?0r=2p<7i2btaR*O?gPP-y=@CrWM|Md8d
ziJcHQ#{M1=Ilh<E;8yc&XW^Hc*8SxjY=n($IEf~{$bay_8bovlhd1{RWKPFOe64?d
z=EN}ZZ|x1Ny+r~sj27L<o5NuHjt%XkWxsN460?s;=risF(BJw8EnQ5{PS50dyggp!
zmJOlh<g5Y`K&!hpgAhyblD%@NsqT`S9dR8iJU$WyRLGgFfvxcEf=4B(#I7={_V+Wi
zpD}$O{r0$<WVPX$M9&V*Q>`pteg9V4EGfA#O{$N;S$pA=?+l*kpVAy{#Tq%A4ha?n
zDS@B4rk(TiZ|h?I=s#shSvM*5>q*sow@M+fThL|#LLHEEj6k_zuC;{~G&{ZAKi=LB
zR1<z-JocS<chye-kJT>5`(|#0UL=$T9&b3nY+A->B&&_R(&y#Omh{5zG114ZUz~_~
zOHhGqK)qCUwf+?Ocm=q#O|@on3FO23gm+lqN-USj5-bbTaEY~B1?GCxA)Y-?aDF{G
zrO+X98jBzwK<T7kY8rf*yOv!({K<A<>1VzDOfSIlSy`lPc1ym+`pZ2wvoM<bOAQ=u
z$F0%FZT5x}hm1H`u|stCck_u1*-t2E7AO=>vq~lT+Gd9x5-EY4BFvW|0CfEL@T_6J
zjtV{b?AW}OLcHfM{L>}2vx8Cw7<)JKGzSkWb<lfHSfcbRkQ@>ZN5gu*D%4HVA=(28
zda~<E4T#W1Kwo*+<Oast2WZY63Y0-rUuYQo(|=2^HdyW>QK;+-{(%l=d`m%QwuV)6
zJx&@B@)U-52qCiu?LXcbRI!M~U*Rn;XJielQ_|3Mt=-wyw%?A5ApOhe>>q$4^XEIu
ziz^ksaj`|6BCgjvzB{#xonioOLe6jX-sX)82QN%NFSoX39ccZcsDh!SF&?|vtEbVD
zdF!tC@Mf9<$II)l5OucYw)lnV(wO%m{gQO3ZDm!0;oLaC#T_kK)i#M#4{{I~gircj
z_{7X|e_i|{1+O8q!B!cK2ahQpfi=fiX-XLVSSWZnw4k+gUx4Q);;UKrX%6|#P=+P?
zD;IWa!0U28T=c3OMTt-Ir`mD<x>E5`x2Nm<d+OL1h!h1S1<X1#69w#G=9)jCmTaDK
zaG>8g2#9fTK>T+knyO^<WC<0?8T>-8Gu%jaU-gr<wLj+iTD93LU*s9e+aHW-dBdF+
zhqJjV${cL=kH?6sztdb98VGJ{-3v*dNQ6AmRp_`l8{3v9dk)@7`czR_S<hDM`Vd}m
z)<tzj9ayCDO~lUQG(a5hl<FrM3y#w+4vTVY?Pnxd+&iGZp>eMgv+i89E1y3T*e{?m
z4|CMErr<W%F8x2U-a4wv^!o!vkdQ{YQ(EBA-Q67`bx=B_ySqV<6zN8~kuH^%E|HK1
zLAvjAX6Ac;cdh&1%vuLLyzdixe`>qgGcA{j`sDwA|89M)76=ayE*p(cy3xT<xnj|C
zPTKc5;bW0sjnbC%R{7g*%9>-MmZuPH(~!a33laU=T#;y^cPd5)Ej^N*Ty!LY$@xw8
z`nD}6XS;G>CL@d~3HvB=`IMCJwRCOZmvo+b9#jJE2SE@lLz3&0@DfZgdAjM`mouL7
z+^CDP$o*3i(Dr9F=R@8`pUioO(#-h8V34E??oK64lz%u!_Qa4;^ZEBO&r19F(cxWb
z$e%v48w$qB2DZz%d4N&4gYTT>VKT5OAP4c$L_<H+8n%ItO{Gx6x7Zw;mVZFwvdR3N
zgbgJ{CH&ia)3}1IK7!nFYd-+)%Sxs9Pt6e`0rTTgEX!oA-cC1W9L>3O)fOBMVl%1D
zr0uEYbq@{?6Tv@xa#-%bPvYFCz7(ej&3x4u-M6|*>T|Ko;T;Qnwy=t~#rd~Dv8qsT
zLxb`Y7CPyVZ#YdCnqP8Q-~W*xAAuUh7sinpV^z$31k{O2ZSnpOm#v3zh&f4bUmxhv
z1c+|bTRNTk-S3h=e2AL|K)~rKhc~*KnkDF;pXuwU-oVFhEf*JOkVSEq^~Ppec+uU}
z@UKn}E?$oMK1KX37f14BzUj~rz=AS)y~beroVgKF;A3y>at6ugjH=u`<`FA-A`L?n
z&2rFZNJ-#yG{_v>_ElEe%`3dyQ`AXM64ELly1r?lWo^KfjUel8$9h&dY&JLnSJ3Iy
z!o~9{q_h;=Ov`fz?8@|ZZ!KAzc8<xPdMt!i=$TNlvJ$y$H$a#`D0Y1OMY`x`0gEwV
zdiA2FpmVRmro(^&kLo>w)hg<Kf5+Ol!*%=*O9=H2Qsq0%|DFxCUVw_S@G1>b3!F?$
z1RX%+Xv~iO8A&THCvnZoN}*_j$tB{KGONl7l3L6k2$oWrxJP&7QK&x~e&`!?Td8GO
zr!Q6&3ofKP75QajJ8fx|Qdf?D@3evWm|MZj&xrLAgd7MEbDkCyc>%VZiwp2fub!Q&
z<4@Wj%!dQRl_-VCjp-Q?CZ>D3Xb0k}M%EZnzh)Y6LkHqNr%^@x>uLIK-zL5O9uP}(
zpP>W2p6AR2IbsZ;5=haemTJ8WCCh0&^sVAE+;H1<+0KE3+nZ(TX?g!qS;Rl7_hkG!
zM&qi@!YLW}V&4VPQ0wGIJFnxKYKNi!Mx@`qvWvIJv4*_4kj>B0ALHXWG}OVW`QAal
zc{S49rR@gVBd~)j{}!34WFY~Gg}lU&HX`=#zt03jZ4KuLER47b&lku(D?p(nn=p7E
zjw;T4W{2<OnEk;1otVx$bqbCbLzXV_<~t(^Pz{bQvf=IKp~w@QD>7T3?e$_LqA*nP
z=!K(|xk=EIgG!uBL1|bT;B2m#KSL8Jack{uO_YgNiHzYNs>-#$QGWU~_GsK*`$AKA
z{OkAcgFqZCy+1n(38AXUsQ_dqRE&X^MTu;?2Pz2zvB1F(Jp~}mJLfvS(u7VvO~VZ-
zz?A2|2hfF@A^TdyK$qFcrTs+pzFwljF-H0xdd7XCg(5fEXudoO4$yvbZH?Q<{8Ie@
zvD#rH6Y|e-Q^<cYV1O5v$d^D0-MA97>d6+-z-Q&AH!Y>`#dA^DAY@?hVZ`ed6Rz5~
zFW$3<wkp^Tzu_cKWjl<to{9&NvwelN09+4p6LTA?`yBwC8c%y#o``*7qbGzCUC90M
z%Sj5T%z5psjP4qagh2_bz+;}jmtd3e`SwoWpS}rewfT*aB4(5G>(l*{TdSqEFAC;g
zf3wMRNJS<&ma6~zabjv|Pl``=mcuhmj$32vc{a^qe*D0>Gz)J#`%&)oYt((sr#clD
zPJpgZo`C4oGnGG-rsDWdTWU0H<>s@2sEXq^U)Y}(x>S;!-{At43emC}586Lpgubme
zE<BbN_~W()f{E=p>_&|1J6`ucN6)^WAb^i720D_#Y#~SWTBzA<5q8iEx<csh?_4_z
zEM!L%W3avo38NANI6~^}*y#$1Q`yDr|B4_(ez;*NM{g5HV6Mt6HT^cT9J&zTux)A9
zuh0eGk?uesiicy|IQ-vZ_}RDb-@{{KXz`r#T6?3Gk;Pkjq>c7%yb+pi^!GN(5)`mL
zVN3S!oz$zPcOLT#Hn1ifQ?}Q$$*D&VojQl%w${@*TdMqnesIT?{2V8%=c1=C?wOjB
zId*ETr)L&r8^hP#oGP{#KKJJqqNSEDa()|NxAX&fpZ6||di7{<dEs-?_;|9L0YOhT
zkH(3YLRAe-4zK-2*=6$HL9DyGJ6M_F9UZ%WoHoO8@HI|d!tfg#t<gBjBS>5C`?0-U
zo!q2#dAs<6nb)OUR_Hc=Qf>a^0N=+ut0^mXkB<s`$kSYN4+Q^0{C&-pGn|Q7bX_^E
zSwa6*X);H?wg#jO$EqVaa|G9a7Y0SM=8I)Qvhwynil8vBBL|2H0Me}tU^jOydn1ox
z%Pe<ZmGeZ-Mz2t2-Hl$AX+!U>?$gDpKQB-;XhAlw<d&AsF$5gIF_EBI)(`k!M*Z%F
z`)oC1zAw@7xTWO*R#_Sv_^RA=ze?@V&kvo_Ty8a}G>QJ^TB}Qs4L2%>3EAdX!Qdt9
ze;!wX6M*J_ZEex*q&GP7W`~53TZ}uz5p%^u2clJVPkt!E0gHYhn7$(`OMn+W@tTX?
zxi3O;JhN1k!sAvGUF7?{lrtiB>zb4Uk;Yuxp8X<x?B1HJgP1Lf2zW^n4&kR{c^45k
zgOl8!ZZ5)>DMkHoLNtT?gX2niVei6MqKc{@PeSJ0fT-16@x_^bTOnn!ie0ps`2|!<
zpYI<{!Z*|CIW!kU;#O)I2P=)nPgUpV8dws}&5keEz81*+$&-nx1MnvN%`x>8+qq9e
z1w)h^xdAU@DOS2^mfV00zr`u8#&nG`U8JH>rpX#L?<nZxMe%8@QG1n{ttVxDtiA0e
zNCRMtaNB3kb;y2hv6`ClHAS)Ly&KNI=y8qf?q4pLjLR`%2JrCUveC8B<?Z!<K)a+_
zHG4?W{kpy1(?$o)O{<31`cKJ>WHUXW^@5WOCQdQG!RpHQyN%wN&ZF6PjznSA_d*3i
zk*HkFYyC7D0q}+8iWDD8bt?D)eIO46+!TQ109bY^)rLp_MaZ8nv1s>0mRy$-#o$<l
zNFtE{!U%|Mg8BHR(XUNYpcGLM^xJ|s{PYcTGA9L)ycGiSpYCD|5kM84&pNiiF)$$i
zE79WJU5ra>dACa}n^5Zbga4A^%fRF+h3VgxL3kYtKSpl3{{K;XKKI~){`L3wHWAPF
z20tW70zm3R8Pr5UGgJ+*>~sJx!oF^~?n{72OJI<-lKNo%1iFRMdAwPSp2M*AaF7|I
z($X%Jr&Hk^9A`aRJSGyohOpn=l}os<X*c-6mc7QJ&tx8Z7DF}ORi$tCe5V#Mi}yU`
zO{vZSfI^<Zp<q_oB^`?R5QKn#D>6o{=h$(dQ%IDA&q3_wtSla&CK+})JMItFB`vPI
z#Plk5y+AfFS)s?@<oE|*ix6V#8{5c#3x%YXvoluyA7OlwD3f~+k3S2BnuXLy#MpV+
z4ke$+Mn%Udg{P&RkDE%M)QSv5|CYJh`sw+o8U$c+T6+2@H-*sJ=TAf<y>a>gkLK)J
zC+95-D_0|ZZ|#j<cRip6Jl;ztp1{NV*0|X^`T~bYVqW|4np7~=#&a6pCx~AlH8S`_
z`D^d~rv*@6^^FGC#Y~L^)9cQ^WFV;>kQ_Abe;y29cig;(k3}a3#k~Ei%m+CC2OtW&
zV$ukVMxlnLrhLTY^Dwi7()C(TmvRHw^1Is$+u0(NV()Xf*KKF9fDPEpm6s2TDB%J`
z%EqV=BI<8G`&mb5I>}6Qp2_$gk$@RxU0t0)niNrVtZzcMxCttU;xg#kAa8cqD)pU6
z01Gq#bR!v^zs$Bqbkl|Yc)XeDVANP_IH5s8J=0YBn{Ws86-U{@KnVGNSGA@V=dWD}
z!l-A|(njFX5LDjaR`8j0tHlWANe%z4RHC5=5fCyIj(ng{kc>0{xC6)CQX7$26OOEJ
zGa<+&vNU>bR%+@mVB8gB38XJx-u$#YVZAhTB@+{v`gNOhqW*aF`c%o^U{a~{=ReSa
z#!$RpG*cv4zoe<LGq9k8++V;Y0rp4%)?&BdoB?Ewg&>%T1J=_REPrxi;ytw1Mpt}#
zlPMez=zec%3~F8~0VZ;1HSft!=_()RpTf2vNWKIYtVY>;F^5$z@UA7D<(1_Nwzbf6
zwVBN<89@C#YOP<5*J*8lxlv3J3gZJY&EAY=x)5<k_9|<-0foTXQ3t-y<<EYAozyzN
zwM=3DJ=Deu?s=k#E_&Tc;n6m{e0t8mB7c8hh9)Ek0TGvC2vU*L)`<D++ep+fqJNfa
z<fxLuD9|2~li*6C%zgH$p1fZ=EPdUHJ<EC!`328E`OCk2UqAxrfOXrnMeVTughV9$
zfp{N?GUCmibmK#m^Wcp=Pg8$dS)&8cF7qUMbA4|wav)~O{A>s1jRorE#rgVxA2!8L
zQb^8oYh77rqs66dY+o9U(_zy2h=sWV4EHV*qofwe{yC!RoF#gXLLcjh4z9A<qWQ|N
za(^_oV(x-t-&!(Ax$}yUsYEs^fpy0)DoStjUo{L6z%g(z@Cz)^(ux4xZ0KfUdO8vo
z7OLy1#88A?qczAB??mlxSQz>TgF0E~g3)0p$7V*T5OJWY0VRdRyEGM$1%=q#8w~MK
zB?Y>ZDq?%XM&<}`46RKTV1Z3TR?#~K-Hi0E9Ig>O-}}(L;G(9VM$L>_i3aLLSRvUM
zdj=kVxDj2dk6IuNoA!n?{<*u6J&d9*v(C`RyI_EBXx0GPWrY_@-IwVGvQ_+q?Ol5<
zld%#bL(-f>Ya6~om7JEVH+XED*)GCe3Iev*E&7gGH_oDmi;J%IYI;H*t)0A*k%vHO
z)^}AKcl>Kj2>sffFC4Qf4v@R`Y-n&)<3f-j4}eH{FHNVNTF=cE+xoOEwho^+MoFv%
zgZK2%l|l47NGmTgGsm3V>(?|uu)r_>@3R#YQj4KmySwmVH2BWd&jeCg)*po;c;rYu
z$j^V@+&C>^Sks0x880Kl6acZrau7#j!=AxLfNtze2>y%hQHr-;-~%r6Mb98ZD36a2
z@oc<9%%@Y@8h2&GtJ~=PAnMxWZ*O)M3P_qlO$HNt03<U+ms!Q&QcZ}kSWR4UIWv<m
zo<94|{`NSj{rLP;{PU}U(IyNfvN@~0in1JUlUlM<FfozR-tYsiov@U}d=g>$$Bp*&
z6&hmz9&o>$n|1hl;o4Z?sHI2xO#w#$>z^{D+=w0HhcAZSj9j*jAB>?pKhbfsx>a?J
z(JSm-1!&88<DnzZp_<NN+oEe+nf+_g`{|{Dx*XnA0PK?RFvq<#tjaa%BB>mnRASS+
zZPy6hvRUeSY?|d&xt|`|UQ%04Uv`&T)Yp_|4_y{}8od)HkUD%X<$5vM^dEy(kx)>9
z1W}S#4r^~u*6@pKbua#0T{hJ2y9aR#xVo_yzMDC+hYu7sRUEtd#Ez|!Rpox<>}L<1
z{Op2HM`zR<T*Lr*>x)az^A#;Z{KVS~V3d1@V3dknmUla~edS9Ne-iUSZlD5KV|w`#
zx81{JXpPnb#-7+MEfTV^t;atb1$uB=*`uDS?E7>zQL`u?=-%P-dH*|ylPwitPR=^@
z1}o#_A<pd+)aGiYA<oo0Vjr(onjqsZA46I$RsUV$`r?vMW>9r{RaZYyp?I|3Akdco
zX<J00mS(M5_KcFLP&1znte!mHe_uI_6Z>VFJI+jeV8csrso~}J4?H?<cc09gzxErn
zAgAW{cf7mmu2nkNCx!<8_laqq;wt~l*$w}>8CjHC`?te*-Ayk$aM}*=;wjn_7Pt)i
zMn_vBq(Z?u*DxniKk<qh<Fy}d<wktw7FSl0Q+(dC>ed()7E_O~{`hE-SZtctq+UQ{
z)A{eG!qCB|%Ca4^1o#CPVM5(kl*M!I8<Q!#M;>lBH`XK}YNQa=sbYy1_rn(#f4bu0
z$yrbZn{0FkF-X}=j}wgmQiP9+|M$5oX=n|Nhs$6Bt>M}dzFduuH^;KkJb8k=#;rS8
z{loNUyGBxHSSHp5yWVx+8+7ItRQdZ3HiX+Q0epSFai65gao@JdK7FG_R%Y%bvdJGR
zvIU~3FzDm0>E=BR4DKv^XYs_fUrx;o-d8#Lb}nhb$ifEu84n|SItGV84U<y!Y>53b
zq|t9HUP40l;ra6)zrLLg)U{nSw_Wswf0VL$W$`s+VAj_GVCMoOnQrJ<l$}x;oQV2q
z1s}Y-6Wf)~S37(hdjVf-znC&UGib>w)m&olr(z~AYR~F~5PJhCwbWDch;d7N`wayN
zNy*F}_64Na_W!NheXwqc&S{W>Z0fteArxDoBQSqrukp-^Zi36d@m>b2qTk}(>MQ-W
zJ#JmcD>Pc9x!Rqk8HC{Sx0$_xZNXtTHyH&ghDN@N`aS@v*xk)wH249oRp|ua=L1>6
z&jO4hC1JeUcG{B>gdpGRYp-0N%X0ne4dPf*mgPo7sf^Rkw9ZwR)GMR!bD53X5XnH0
z&M0iG0XZX6iQRUTkhnhi)gzShlI5ohi_-f+<LG}|L$2@NHG5}9ljhngDJQ_m?E=ii
z-P4Fe*iL7dO`rE1be_nHyG*Dnv+BU2e7|%UJua~!-lI_Sc27=HXwmaYB^&|e$|LV`
z$7Q&|ODNinfsh9uLjioi779wH&xJH~E0AFC{)i7w7~YosT<lhOY+CXeM4UyN1aw3!
zHJhM`!qyXIr(+PM1=)a_*!_Ueh<M~YK6@gvR@+=(GfRMsZqs`=f%i0^1_50K;DVyu
zm}G1F&)>{k-87kF%r({5)j^zoJOR~4(1MiLAjRAc?FaRk@56evjI76K$jd9)N$)ew
zeh}SA21+6#GTF&TIz7iLOY{*ueWj;(D{ag3R?&sk(4B;dsrWE!G)irv+HL{flju6$
z8ly>CuT(ucNXkWCQ8^?6xyvsvdSWO#Jbu6?=kDy9;VHo|F_fDd%sMsA)d#dBx4*WO
zZ?uBs)mR0=QgLmbsQo=Uxl&`NesEZ7gX?Y%H(J5hj)0uN46X#T`Q~<wJV`T{$_wa}
z6zBm*m**z~c(0`0dqX4F`-l4C(+^iyc)|e$A<_7#S={l{RrUs&E8Z`huD^4EnkBs9
zLi^uiC><<E=GPyuI|dBrq$mcPfHq!fyINRkJV|I0D2Q3FJ294t$JAd~6psaeO{;>a
ztQgz9c8<p`zz)qs)G!e<Ujipqk>YQf`7gB$y44~H7+Gv}Y(rL(qrs)sIkoms^ReUH
zL@v6$J<DCV!k8F@=g&1?wyAVqWpy+;BN!+HxJLK$UMx`iZ)^-n*V`4yCkfBD<RQaU
zP8A;fpgDS*dWa3RZXCv!$Ra5^F`Cz4WE!$c)O|U;KAn>weGk{cTl|`kK+x3+yiP)P
zfvBUEik{U~fU&=_7DAf5q)HQ59AR4Twg+SFBqkuI*IvKwZ=V8OjluP+#_G*rQ_>@m
z&~RRr|6pucMS=}40Oll<Q1$f8{z&XBc9HzW{>+569PK3b@+knDl(QGn>n$mPkXAu4
z^{nsl;j-tKzvOs$sVyr6iF$w&{2oE=ddMQY*2Rl06g;9+NltSc&x>^~MS@G7mYkxU
zERo51-r7u@A7mbsUj{n+JXq^Q%=<#1sN{R)GRkhwE1mZw08?c&5~KtzB@zGwVN8*7
zmjBaL-_sZFc7Gyd<3M#XOoz4=03v%6s9(NJc4G=&J8hrS>{7Z$!Ri7zPPU+2o)}`;
zLY1kzBG#*T^_0(HqJs_JU(E(orZALl0Nhc(`nmeS3q@A0T#K6v#oh(?Y2V1i>e|*`
zD0ziX_e|JoY{RD5UrhnZR}i{4Uk@uj=TzkuLa4vPLfgKDVL)tXF0)cLgjN%&SN+@I
z69&T>pHVjfU<Xm`^HDUAUU2{vkJV_I!q|9gl|3`-AByif9R2!Y3g45PSK9j7?ydp-
zc^b0n{Uz5b6?Jn0HMsvLX2(-<=}c5rF~K~fhkC942+1QJ>N!q7`&6pwkP2xrAbJFZ
z3{HXU;lS)?zh9eg98(V)fVK>SG`05*F~HQZ|E2OXYg9Eg!g{+HY^B{Fxx#o%*6EFh
z+!hyke2b?qVC{&yedX%ACk0)$-ECwNjO&urm!A@CiA|O}B~5Gz_8SlDw?9$Q(?45n
zxc{-fq$@UvV?&l_Y1gm`8DE_<Ha#f4369U;s|J|ldmMGvYKi+zM0&JW$T^4a5F+=M
z<_J`$@jdZu!sXv5d)FkAN&;aD#tRbMT)MW_w&+Xar>pl3RjX*w1vRuHPbW(4&#&;>
z-HoJxj#@v>91mDB-n_MtVw*d;EG|%4y(x#wm&D1mC9_|XHhQ9v*Oy%Rt}o2DFL7Bt
zp9nrh({%5g-@!zs=ZX2?<^>-pe>epR!cf2RB;auT?z)+V56WD`8z<b<A8S@wy*NAH
zsIpYfnrF?JBA^}oBSpck$6am`?Is|bMEKzNm`_2+-Jk*rqIe*5a=Im*vam)Yd<dGU
zXa_7|X{+BYk8ZU9GM^p;Oy2!M>86%Vf#c`TDk6b=immZS@_LI#3#0f^BLqdY@m^5T
zb143@6@FbzR!uZDo_J`mcQ?ASLJX2fLH~il*bnf0Z~)mEgP3n%<3J=;tHkmGUFP?w
z`h*(y{TIrlD?~ahSD>O@N5_D(F*NZbUUj-2*<*AK#DN3aSwJ$Ebg&^H1TN0%nGAY>
zB9pNjfXI@oKY7#(yy1{A7owszNDE}o;pp9nNZ_WMI&U~TH~#K2%)rsY%`Xir?^WBT
z%GjGpp1)n3<#GkR05yy(cp<ROs<)iw+V(Tl=BuG*T*ry!h^MBnyf$hy{%}kZ?Y`N1
zKZ1U1UHwAS#?eu%m&?-n*a{z!pdDXu2up#~ZM4M_1$8P%>06zVMQ@S{Oyi!?3m*M6
zTH?{n4?V>>>}C_)uig<JzhYy_tip9kBX*86SZW)59Rpi*e2(j2c#vg{tz|%ro!Y$_
zg9?^d8Ig0P*&gZd0p}5y?VqIDcXilrIH%%UXTFITVOLLxv9zqO<i8G*w3m>T>J17H
zMQ>f5xwRsRfRD8+MaFKeXWFyTa@=kL%prGls5ZYK$>noADa$Pmi>^|8-_9<={<<83
zSHLp^>$sO&Pm%DM@c?tBx(t`=UCKdkf#d5-Z)>OZ=pg@9{oF{4vUB*VK>>p=wA7wg
z2FL-=3*Hr2++4(kk04c5<WQUM84e}h=PA>NbaZU_WbH{v&Ul=Q=kB!^=ThbH8kv{R
z<yjlqgI^Jqq)guzEkn*>)$ahB>{8uUl>PVUgBWPeeIekd&i`aCa))7Evu%JCh>W=`
zdw)}u2)5h4=GR9dpQC5I4lR*^>s}CB3tK$aQi1uGZea5do~%;*0s_}kqxKe==9kkv
zROh@}{$iwUFSS65GH$kz&htAGtTd(}mciFb8$L%?yQj^<Udv$6M69rv6=lW!H=cja
zMoBwq8=LT1w4Ctg`%)C4*zj<`Qb)vd2nQ?5SH#Zq;R>E96HA$xxI86#vU6v|pba-M
z54k!kfCJdIyoAZ-P}8yKJgF0I-mogQkfHVDAsRj$w>!G%eIc2tGLXx*XC=!tTYt5S
zgJN*NKa#N*7T*&>xrbB)Q8`{E2)Zfe0{M1mST@gX6SJ=Y%2M<Bz)%7Z&v-Hzf4Q=|
zuzwC!<+|bSKlP}czupE~bouWS)NVBwC0+VyJ!CnyBeQs>%3%M^JKfg!8pzd;K2$_8
zH{|c@_ol!V<n_Cb)Z30@xE{U+==*PH!v3L><5zko4wGF04e<=7{OU{mzJn!jw4`m4
z;e$xnI%cv*%5nW1ibX$4Gl*W+=1lQ*c7l^@Q7x;l!TMzl&<y;%wI<+3gu{<kXT-}(
z=LeA%r}8>kd3h3AlHpCyO*f?sYXGtgNXaO#jJomXHUXvD%z4@*{wqJpg2e63|1PBR
zAQI_(Bs;8icuUA?e8TWa+7GNi(-C~S6vaRY6BEW#lhHt~L?du@odT!<=Hc8~JhZ&K
zzjO%=Lo^>d;MFBH)y@F4vt-&QNzM1aEi1UrNfJB3U(4#|kf+UD%ePJt91_+wNc+^~
zlT<B#K!xsSMxc9Qx@yss{(osJ;1r=sYX>?gY{`+mIb1A`cXt%%M>@DuL%c!BNsdCP
zoaXR>l3^4B;!AO&;6L$5=tA`o^a$lb*^UCAzqp%l>~{b1m}r`GNP-K8=VJw?pam#~
zRwqOl4D!BExBAABU%Tl{SXlD*{?q{eiEOViFcqEb>5!>@isim-IyiVk1T0lBo3WCl
z8gz0U7gW*{t4Y{NuY?N)R9C&jBV8^5d`lch@?r3NpFQsvL@O)hTL+Mdm>gM3-55>{
zpIM9uM+0Ry@KXY7<hLH(1T{@fu486Ff}jDvr<6;EN2oHv9FLtC7|7)o&MB}?pNo2r
zi~IQ$-HRg9<p^UdT1+5xPKOk{C{`7LYL|XpK0}0y!5a<HtA=_d6y302a^Ya+z!gwa
z%P}dajD}W(8Fv<E$|!>CdC0Ohu55JQ0~L??*W1+Es9hkrskJb$R8IFtsa_qdXNy2F
zovqwJ0rxU8a&&6V`=q2W0N_)%4AXz{!cBOY<zv1cN`L$psJJs_V7AM>6pM7xdjMK(
z(rmUyya-6!a{)Fj5?;oEv(=7te~K;L4sSRx$+8D{e{)y4|EXmAw_eZ}J#*(Q-e1GE
z^?nDSB63Re_Z+U8Pbown0!?PmWy3fT4bu8UC(NY1m`+7n@+(yH5I#so-~c7_$gG-P
zHeM-RXnMX>J8C*t1y3g_ZcrDSbcUND>=RxLnV|d;9H1z@Bg;YuCenhN?+7KCMLA%d
z)!IwC0J|boGqVsr78KBHApe#ii_c^*1o;nZT?ahkCd~E_N0K_&Eg^)B<D`{>HTgV0
zp(7hzEbba<2u!94Lc=lucSK*rT;CqgwtkwKZgk58S%CKN6~~Ki#zEU9WUQ5-k_fI$
zUW~dO_ZiAmO)(0{R?FZta!tSUNd2FGYTHRx^Y&H&>cdBq(!3b&7Il#ttC557<qUEi
zzw5EOua<V^i;>o@qbc(BjCC7F4*Ktg-kV7q-CFx~5yG7ul#G_CQ?sA#XkY;8n||8+
zkR~`<K2QBhD~bl&=7-huX{o4XNDCLYbJ{bBIsRErw1Uoz=bw2#ex1wWbNZSyK1Bm=
zLgu1Htg;8&gW9qxNbCO2-uPTSA+U3Oy<bQ7>c;zNo=%$c%5}7XaRBf|zJANK-qx1B
zeAZp2?6eRDFSCsck--bCNuH^EeG9X@{pu3nwv#*G8_-XKCIe8o#{VACb-$AsuEs|%
z0G;@6qXt*Hl2N0L3>b$HzZ%fI+^DHl^<>w3Et)s=&ZvC+Uspk~=>~Bh*$|6wv#oL#
z6R6oiq%q|vXVWx)4O`&9UF<A?*4OAKmX2IS=%DtF-SnZ6t3PR*aZdKhM?Ou%o1`3@
z8)0&lcjtK@tDksM;3aHZzphFE{X&z|{)}!&qM0(_-9^MpuUd$r6JmJS=H&E1SJZND
zQxRkl4pvmTe(jg}wpKpLVv50)_G*~1HrP=LpG+GIn^}}S2q@y?hR-Kw#^-q*Iu>oP
zZ$}cxjR&c6BQG+%@nCc&rjCS!k$v0FUI|dVzc!+lQyTlV1LSPrcRkh{HD-mBlSXEy
zRy<UER#{roI$uHAoJz1*H5~^+Gut`$zKOi{8XFxBU%yc<-14^SPUi5#r5or_e8tX^
z2kD@iRV-)_4c{z<q73|04R_mEG~20@s%cJM%X*cHVWXh2BKYEXN^Kj5Fb&?(akn$d
z7>6*^)?G$)F5c~Yir2OP`-wckToa|(L*)IfgW2hpF~JI3;%$rU{d~x+iOT*lak3gE
z8vq*byzfMt?Cb7UpQVA4g=|gY9FF#~D{~g&=Cgd_+UR8aqsh-4KCMZag8QW&T#}Fy
zjmIqDnfFNLrabrVt=wfdzP{lEu|LP&R7>;spV<aKP3_%ubbr=EzqNL`z1bHB<qHYS
z(+Qjr0GDwqmezqwYWM989TZq>wf98`-Meq`13rcQnWmS1^$K-#z>$crx`~9-3Zt{j
zQ};=f{DjXTMHGR)!19BL`W2CMeBNBy{4&B9rBTfH`T4V;0cVp99buD17U5D<gy=FA
z843;=TYU|^ENwitov?+eSI}RPEAwqtB{GtF|B#+&*P&0`&H=6%{pDTc?2T)qfg&h(
z0SO;>xOB_;xsTulL&?VYR04MGA9`5cK!*=f@0jXf8|xOxMU6fZY5G-B9Zl_M%vbL?
zK5r`yV4%P4+G#+4m+xBU`_99I*NfGU)$dEMr4Q@aDrlrT5>Fq$rJN=I3!?K@>HT?U
zw<=3$jzT@Vafpmq{E|PO+2qFDvun{cFPRF2`cqFOP}#{?0_A{Y<c|HK?=wC}S@Un}
z7w_C^JDNYf3i(4wG4#ur2PUEeT9`7u>UZ9zK}0W@_i%wVmsa>o^T6u!Y>>M8LP?bx
zI8Kup`0&qy#3fm&MYzyH(kLX;kbY0L$yx&m>(AfA<4)^u=sI(L2D>o{Vvv17$l^T%
zejK`@!Z%<*^E<$`k3!cx^H*o~*`3y>A35AKwd!L7cE7tU2V7x>+|*_xidWhRaF<Zf
z<B`_RS*rHfGefnk2!HM;kTz3tSvCc~K7tOGN4`+ba(_xLs4Wdn27|O-C2wy6+1TX}
zjD4U<kikZfI~x2M(mc{hUOS#?Rd&N0<|g&-7O=C8=0iGHH{Q8kr<}pDmZKJ|Hy8-s
z)8e%>u5o&(RV%(>Jfsi3;W|cUj*dfZWYECGL@5v@Aq>PNJ#BbdCl7w`pf`#*-Tsts
zR`BC$&Bw`P6}q<8=b_(rpk}u`0b(|EZDF7%S3A#&Qf<v-0WAj*343}eT>kcjCsL3@
z{qGJF;GZyq022dnRokt4kZ)L!4W2<%IGnrZfUO@caJ=^0`%ihmdCY2U`uJ*RWuN72
zw;2Pt7D1c>(b~*DKZv0S97~F-g-7s%SZm_OlDChqJ0`n%cnpqYeC7Zy$B}d|^a|Z<
z8E@}Y8C$A;JXOq#d5%sP5r=g<CT40BzcW)w90;hIbpXeJg~3HEW+qk~%3TCk@U_z5
zk}w>-5*Vx{BSXKvc^u)FDs;R!nAPvNA<Hk=&`;})Nlq5w{J{n6dniX@o)I8(w~kHf
zxp8N7SO7IUpb<Zn>#zln9kM{rHW9doQ$oR90YczY#xre5+#WXvF}wdj9psC8-N$Qg
z8uW}}`*qS~AjqWj^*2fY!~@(#Cp!A(DL@HPIXKm;UP}mj9s@=F$Yi$Fztua?{iA;I
zCXeV`J(N|np?9y^jp~Mq0xpy0`9H2u?{?tTKGp#(qW|kj;^bm7Sf{F=CWS)%9_G4-
zdER08PTf5qSu1bLNINUlQT%Qk29jtm)2AgOAs@*OPEJEFt`7Ii?ZmvY+ywIZ9A4A1
z8hF14x_)$CyDyQ7`1dC>df?WQ<ab!{kE4<KvbMkB&}9GSt!0+I9gY3JS`I);$~Fn3
z6+nFbM8H@P;1Q>RgX#2NFA#HCkcCMmeQzT(uB&I#HfL-NK*5_tGf2xznzxLa-g0v#
z1K1caq(56wd@;Ji0QsExL8fCdD7|9`3%oCiPhtsRI4K_oc>BPq+TjCS-b-s;rVDjq
z5Mb&DYZ2iC3!#}&>JA2_F`=A)M~vk-6kM@xvy~zVAl{&ct&iRhCx!Bo@(b|PxwwYP
z{nx1L60Fovh03P^-AXvQ9*6y!(+HY%RF8<QIDNqap@QnkN!izp!$Gh%P?A!D5jW@S
z$_RloI%dXpyp}EE_-toaE(P@r{N06<0-O+?2uysC5g)9Q#RjR!lepKM@BGXTq6a2R
z#&v<wVW5&g5`E3oF(PNsH>B(Fl4L)@7+CE}bt=_~o<(yD2dH9k8YF|0aQ)^yjfis-
z(COGbVpRe$Nqu`6Zlpjt-a9_$ORYd-55+)@Ze*)v21YsKj%e^F;Y7YZ3SOvR0^{&P
z<kiMOvtf)E&Ka*C5)A#UL@6ZH7BNgXy2YSkB&Zt>bg(SDpQ1~Pirzxk`|a4Cs{c<5
z5Tf5yNqg_lT`-)M0|u@i&UfBB0>KxV*aJ~4(EHc2DRIJtXfF>#6_SgbDw*&>g6tJp
zawt_MVoH?rTQn-bChv2m7pw~ZZ{rIt)UyR)OU6D2M1Y9gK`02m><u^wrwQ8~&6ckJ
zKdUGt1xyV~W!r@VNEkY0BQi*Y2g}?0&i^LB>gO>UFcFeu)8bOYa$A7i$mxQ$eZh{L
z>|mlq&8^aKjvPeCbm#U6IX#MYtffZgfGU(FqPaJjFQ?X*vYn#_PdRh`X$--XUF_`o
zREhLR_N5T`BY<5#e{1Wr6&~wOn6E#D#md-HGb$b{72iHD3bh?RQzkMyQ@@oCD&a+M
z^XhDm$Lb;eecx|R;=~Mv`iJN4;A~J&w=moM4U;x(mTX9tkqG6BuCHs=SU#$NH}?|U
zCT3?lNMF-{&WlM`u1tF!7;DdVS`kZB@3DYdzUG~T(A8AEu<W;-RooEdnZYk!U9dDH
zn8_jpX>zzv|K$9<dk8D4a@ce%$nD8L&os0q^;7D%wx^OP5P4l)-q~=I-njNjeZl&d
zs9ObD{L;<;(8JP%gU_h@_3v+{#TPgcVQfU`JyGnPtGQl-!*bMM<P+D^Q9Rdp<xoyQ
z(4v#Kp>=j1G3r%O)eC|q2N=1fKo4zt{dWo$odMDb&;z{RB}S$zBe7B}qo2Be97s`N
zfCPx+ezoe2e;rMD8C0@N?D40gC+#;H*cItiA|hygatA#>CNROAAE*)LnmY3b{gyMj
z*$6j)0Q~$CBi94}8(dd3s?lG)1Ug+T`2m_}B<I&kZSK5uZlAE^AWsSsvPMIu0z`q6
z9Y-JNkzo5FmKZk(pGB}wp^#nf@A+x>_P7Gxym~>Tar#EPO}G@Gpch-YXi1iejnlkI
zo2#kqp|IOIlRGc1`sC!`ExIDo6#)Ixe?@#7<$&Ia0+hyTvJidW8D*&MZ9x9(*5FdD
zlBX~o1bDKT6m21(oh$I~c(318B_u5T(ID+DekKn~2$yBfFQ5|#;rrY`CifB~$?`eM
zn14^P09J2n*X*4C8HTzS!Z2f=QUAcX-bAoqy(aImXIbC=y%pdYsUHDWehN$9QIC@(
zN-fe%7jt+~jL@$ooG#O!ADb9)Q-DZRI*x`KpW<k&roNzEtT@-@4GkWE>MISV@Iib@
z_j0Q}HqqCMH7<5`y^)U#sMV|e=GHq*Ek68aBRk>8Cr*~H2&vnY_YEk;9^DZT(kS{D
zC+*h`7{`!%4Kg{ZAoR+@fuGm>z<I9B;os{YOQex-{Rj2^Qk4kbM7fNCr&nvHpP{4m
zAbD2N%Rok~%;NgE+m%F!4*D}GXN35@rL8I12aVE1KI5(^OCuym2(Vk3b_c#95^|>m
zp24SbI26rW-!{V2iBKWV)@Z0elGngCHwU_b^S3uPGdc;ykO3I3wKLg40@OikyY)m*
zk*)wxkuFZ3yf!pI4%uus`L(|hWb+}WhAj#Xrf+`#{s)L`rUl1;91y1;Ec%gy6q^CQ
zRo^J`rQ6<xjH6l<`>j~rok<rkc$!6i$eA8YI&?hSJICMWwEGlNAOh$CX|J(2Oz!_D
z$Y{{cd>f2S<DUW2%<8t#Q>(=yYOcvATU8K2$jmd4R0C#kTvPJW0^g<{$RfP^lE<($
z_K0CQE@Ebcsp0Z#-l!qJSuiUW6eo#b=K!QL8)DWg;d_(vwT%o;d`;3AcA|P;T%k^N
zJ>titeUt_o=lwdANgMGPW|S&DOc6q9DmKUmaN{Pk=P(2Z|J}GVQ3H_(v3LaT1OT^`
zz4v|r{&$)YuZ-Vwlg-<sc?7}1AY*~|9*%HQ*#u=GF_#Jvb-~5CPEJ-Z+vQb-%}jK@
z<0=X4Mf?-SkQ@VChVPT7z}3nuiFEH8S7d{0UNfNy9tIE+G0pc*!Ma&iS!&rb(C_!{
z6=m0Y4&-=ZUw?8F;Qh1Mm=+n?61F>)RnIoS4D!6pX3FbfI$WTkhUsu`&Ob}sdT}{9
z*9`?<ufi@Lu+uAtlL~<(A51BdYOpqf>7B;AYQRc?iTSngV1Y`Ys^Lv=h{l!dKN{<6
z-Vt;q{hsnY!YxLqFTnzp8VN|?ieVmFlzw3T%;LM~{TZ1x-?~o%+o+V56nO?AKPrb4
zg$3p4B~Q=K#jUJ-&?!6rxiW^Y_0-k<D~+b`VaS9>0d0-zLXNy*J_jvMN$QLeb)g~o
z*=y{e9W_)?y^ob9o!2rSu!{84Nx-sS#!Y+&f59+0N$zx>M?Ph;rLQzx*_LnK^h`#@
zOGT~4KBLd%l*+I2$9umyG(3zCV)22<(?YYu8*+AJL=MOsnOB)D@D&b6s`B~R1sbdZ
z^?6P9C(jh37XT5cQKI?`7Sj*|NZ7rc2p|fB1EbLNn>mSA$A!Y@9IbgRbU%sShYrN3
zLC^Qt62FZE_*;$wT^)zx&p$8+=0ie9JEr5FT_2pkTo$*=9$u-sVhkp^<{Ncagm9^(
zb<Docc6R8*QsK5i7#<6O)KcMGc71;6iinGvDlb0y2Ar{^Xohh+ZeAPdv1hudj<w>x
z=N9nFxh&J4MDV#pmrfhw>E6&#P<28>c?bGU{92nCuUQS&A3ahYlT|AW^a4Xtf49M0
zBzBtj`a`DC#*qK?VN?6o@6f3G!Kfp_yP8eBS;zKZ69UAI;nWWXax?_YOiT#zoXoJd
zZjOWMrC(dg(rZEoJ-SQgHvNgd{Dm~G{Da~o;ef1oPLhJt@u>?)$U*}JK9*p%m)mBk
z(GoI98SJr)`>p|@h1fO@`#=Xun~3UmsE)#hYU9my3pH^vkr00!C*4*SB+_`EF%o1o
zzaB_%S*(wjbap!Em*N*%C>Sddr5E^l*gjdRThyQsFEf&JH%V4-#Iny&{rj4{I@iq$
zpUq!6udvZ}x|EFVbuQ-j*-B#(6LjJqaDCy2($00)c$MD^Y2FlS;S@l=6>N1}Gkq5{
zC*!N`mC+)2O)$`T-#pQ%gfR<Y4c9F}$Whz&`W#lDERxE;6ARJum+_Sp+~?<I5Eg!t
zmxo+yq2dua06*)*s;lkFS?uqJolJipzBS5XI&|@1wNOWcAC{>vFHgSQ{)pP_C|4g3
zb#gztBNb^2_%4X_M161wk-Zn!0K9;ozX7Wa=%%b<-TiLDi6y9H<n{HoDxP=ze0aB-
zUky~1fnPxL3CZ<4!R$|+2jC2&-FU};WnshO=_6n^(sHj};Z{kz&@kFwU0`y#SZS`0
z*cqslV5!Lpv`xs=)NZiGrJnVn%CH&T|61TF2I-aAS-PKo-5EMQ*Yo-fz3;?^#qNU*
z7$xtHRQdP$E#CeLyqRy=MQwO>%A7*q3PgBAd{h2I(Z74JH7`Z#aY@sn;|!~4T%j(>
z<fr5HkNL!II?V=k(NjN}7)PqFsu>4@43;eJ->}P%bPC_L^;+b?4`R*b%OKueZ=26T
z<RKM0!=$SLt4OqRN3znPUg#5z&4e^OA4E5PGc?0@e~E^#PqhR;t~=sr<bTVi{3QPc
z0f(#%gA|lK6o|<88ACZX48G%tsXE3a;a*7OP1MAjbLHp1hd8Y}qM+?#>ghe(=O@_x
zmdp<ZND#UJAKsszZnaM4j!%(p>f+x{`M;XL;j*A8a=Dawx3(StY6WzB&a7vYl!Rck
z1jD~p5lOpL&9b0riGD#4UiKwV-RAi4PORp%IcvV50r?eoagWgEhEuC6Y9zK~w9=nM
z!JXw+K|t%pr{JAt82wEB68%A{Xf{73BGwJ0_PJq8lobZi6?$@8uP4aHeK(t}G_Ne!
zWCD32U{grkch?b#c(ecWGL9H~#vI$sR+74Ew+}>Sokqg5$tin`Y@tJAT?TU0h~Qll
zak;bmf1JW(W4ox_NF+l?LZJ8a!#)kLLJsP7MJ&dm9LNO<b9x~Ph}Z%e>Z#`RdiR&6
zmsXUBZ^3&=*f_9Dz-#?+AlQJr!D2Xz59|bhEs1b?xYL?-qQX8-l+8K(t33_heb@AI
z#9y@V*Ti!)q9>;3duT+04b=NY1hf}!%!(~a218T>xsu|5ZJI-;WjF|XC6&B`-@LPf
z2ix-%dL9v3SqR`QY;TRqqf^u&0Bd-E=(Eup3pWp6%_6*g{ilK2%)JecqC?ZwShev`
zi2wC9J35JejvM;l0167t{{HW<y&+rk-`+?~$}1iNqL6y0U2lHxxaIiq5N6Z0%R{On
zVu7fnbn_BYP=L{^WIg@0Kaonr;n_YKu-o1H9;k)9k1fHLz!1%eiACqxC+d$zM4pq}
z{h_M=<%)Zs@fsEVY#<z?14n<Huwdw*Z~a9{QfB!Z@)&Hmzz+Gqmw86-PW+#y9(0We
z#xDTzcvwip(Zni*>vFU~YG;)l8=u9y1{_ee?-qy~?(;dn-?U{Oq>uOE{?eNreKSOx
z8WoN3S!pU4?xVnIs2e&IzN+fE-8^<MSoyT92Q*Wx?lhwK<6C*T4l%|2#=6b2UejMZ
z{F_~?jlbbg=7gi-?{qktiJ++kcCmNxHRv|ldKc(5t3lY#_--EBh-75x%|ND;e&-ib
zVc}B77RIscfM`*_reDnn9vs^duz({jUzMxtbUf9=MNx1j_f;7^*2F_EC`6)Vo?$V$
zne)(cW}sN}{-pjSYx}SIBCB|2Z%tfAG8B982iJ7E@GVFDNAE!L3dv)Gj=D-(*y|{a
zEZ1fWdmGaZ@<~J@BjurBj+=CcvaC(!^AE#Q;#B59wHl(U6mlbfLc&@2<jfnv|9apq
zrh0FVJqDvIG}jD4EH>wu1-SB}=jXL&Yf+vg4EOx4UKIa4WA?WVcVgH2m@;j+r?fiL
zbm4D3xDJFX4FjHazI_e+%`&qZ@@y9m-e|<cHfKA!!-YdDP5X|?l*#FY*98K9jK+*>
ztPbD@KMt`d5>P#=#%o&{@RJMa_BkRS)x=9EOH=(ad$_|){3cDr`G(<rGQP6&{4+39
z%l1flrH7+><J*_w&eP;Z)@@!d$Q)bj=~j04rov18p&G_<W4i7H)bPqz!xs41;C8VX
z73&d<*6}{3LfRNS9QyuY1%&B+6^xge*vH`ay`pHloDZ~}>jipkzLCs@R8;ZN<(66r
zSQY_z_;1MvDnILcVHR}Sj0hrq>zQTH%Tu%Xx7RK%DrTa_KGq+i3Z1XvO8W#I2v<V6
zFK61D`D;cV0V}yEdzO}nZFSv-fN&NP;NX*j#n>bGe#Y?278!j!3Y5IB9ObF-9<Q7-
z^he<qV5(3q4%?%ujBM-TwZQyxUybTd>=dH0JqcnI5#nF_zT)Kcj3=}qU^hv&^Yvbc
z{mK1vcdsv0B|_FOIh&MjLxLALnpOQvCzh;8@w@&I^#btIvLCJZMg1ObuLVp0<T4KB
zqu}XNGx~=|4MrYMoQ%-F4@dMOY!LQ;t^|q^gYNYE)#WCp5z%^+62^UJAyt2w57Usk
zci_%1)D#l-AyE5MVlQ89+^EssgcXjl6y>y$neXqHIg#A>MUa9(8=LVoGjrSRui<6h
z(C{a|YI_x<SOcQDs*b=8>BvAh?;I_>M-eq~qnokiJw%VHr~#Jo_3f8>U@#cfKELk9
zVk05Y`*ZW!p#&8aq`Q&TmrU+}@lPrTO95y(&E=sgq_^U%1U2z8s8M}u0E(&td^R!&
z2||bp&D7sK+xtL95{D@&$_7><nWym5k&L{|zu`~)#nz49f=?t+%p^aR_n#pStsT$}
z#?Me=FHFk0Y6}1Op`EBGQ)v$1>(OII>H+qBZ?m1q?5l_N+0q*Y>)E8r*^LsXiCv6i
zb|nOgI0ZZQz}Z1dxEIA-E*7N9AFoKk^AUag@_e5^OtVZ=0SJrmladtlJGS6AonOFG
zzV~K?4diHfSqr^*u0A-+9v`geb2X8F_vEjQ@1LHY&`sz2^AzAC-vv>xyKXN{%s}E0
z5U*kFGtv>V(>$*=J+Zbkri90gF#lohxZ*_K;WN#<3yJdjUU6JqgBa9mf0;*)i>5_&
zoj3QwG47`PSt^@INEn(Bc<aigzSqy^zqGPjjEjc%Mf_P?a_q|evq#LVT$>M>!!P>E
zQSA^%`91>igJO)=sTy>j!28iq8)s7CxCn}t#bKt6P4DM};^W^D^=oWPtS6)Ob|V3K
zzJ41CgfXiG7^3B>Th+Mj^N@+1U>mhhcUNU2ls*X#b9QeU;xlRPE&PTIyGX$8I95Kh
zeS+_1#;w%!GitI)iT{6I2PLh^Z={lu-^hjTQ4j|I3<grT9pCrsYIn;=>p(S;K7O<+
zmI2Vq3qnF4yE}oWVq-!<`vG01VDJGkI?~A1?$gffiC}Pd(-J&OOf83!hs>j3Mug<}
z??nQ2XPi>nr`mWeIxzP!{np$E>~8`&%+<c`prv;Yy;`%ikr)*w3#7J#O?_W~N1V*v
z%g;Iio^2ArSCkN-D{sid;3EAqf_GObdopK4sPKN|io2Zt)j=JMpy=LvyQ2JHq@WlL
zPx#;+o;!Z0;{94O(hIQ9@ci8yL$#F!*tob+SLs|O<crPK{~Y$cVUNo0b|F1)B4~IW
z21g2rM9Lv<VK;EVoD47O=TL)xYUv-<7a-i-s#JVyXc`Cdbc4knJR{HdeI|)od<%=2
zYdybNpB*+M7AXlq|9q0zS*Yj5=Xlk!*yyKT(8l1u@Gip*um1h}eDSN(r<uN!%29`5
z>SYa;<{VQ0w-LAn1&Jk4AQ}Ce=&>j(2}@YUP(6J|?P|&F4EYl!#j(HwS~pnppp~pB
zGhZY6bXfOeU+by%G}LbCa#eho{`cC^UbkTM3=WFdgq0iEG^D*7PPI@OK7gVD;^&p|
z+J}k?n9NW>w+el5MTmW}{nFxK!3DvFM<gL~_ruA%-Xq75+Pw)KI}x`m5I0yH-qd?{
z&0sK8<K^7?+<fq0;P3Ahs^rPmXD+z+oQMVV2Sa~lve&klA=f7XuiQzJ2YI=!ot{x|
z(Yh)sjbzCMRNL!xcz4b>eWnBxTcQD5Le0$FI-g*@9^Th4OV00!tcfhdZU5?%8(vKR
z?;p4`smGqLD~$+Zf17PPJ!+tX;zzDv((Fg!DpeXwt*bTRv8Oh{doXa7`|h}pl8D!r
z&}R0y_oqn6@$a;piTyZyV%|!es@Knk4woh?3)17jp$qK}6bJP(1vn%N3mHMP7XI++
zf4#!jiS8haF51xaZpWb`v-wRwBAyzY;&>ZbF8Sxl3JMy%3*SDu0kpeT0a^=3IvZhn
zI%~`CzfKJfL|SSl@-E7*ga?s5Pz-z^qjOh(V+HOTURlOXv(ZcnP#K{gE!U2WSzla8
z`kw2U+bvEb!&74+AUpJ_p{aox&)II=P;+oU*gZQ89!fe%Z(751^<J{$1FEyYOr8#>
z;GZFo0^NNM=q4L%b9^cyHyEN8knU3M*@?<Pj5RLGR`$Q!f0P!lm?`kq$=r;?HrxU~
z+U7QFdU+I}FGn34DebGAbs<o!Y#js)qhNrcsze^+Czt1nFS7Tk2L3$U>s`4$z6=d-
zdP6=y)1fLKk`=SdFh^w<H2`n-dIfiCn@sAg0uMB2vcA3`&2uGq_A`t5!8{c>Gc?bJ
z@qF(`sg*zZ!hL?F(;I(yU)H@G{nB{)8J8t_{cdj!t4$*&NI;gUw>b0U(*v)$u&507
z^rQc?QmJS$^87m8wTDm_UiA-@m>u_vc;bAB%r@)LC<;d2m+v2>V_^AppbXm`z0vAl
z`)+DLa`dst!Q*I?5DoG0<!Qo3d(>yE)MaSzwo6`akYDJNTKzz`eQz+A4A=9x+u721
z`?Pgux>m5sem`Psl-cy=QjWu{x4I?Z5r5yRKm53b?2aQ>fcd7S0NmE{TBQbZ(DjO>
zIGm=V=MAq!_8EEQN~X*YTKquKj#IA9G$4rijk+FTL$p$VI!xh-xokMeDdA((pRR}A
z%^~{G^qjRm(zS^{9yqwPmgHd^o7>yrIRQr?gtTL#`42&*$z$4N`%=Y>p!`9Y><R<*
z0<7``U#Z6VEr*-btvI-S19Pfb_K8BDWN3%}MiVq2Nim^T)2WL$zc^a<iprDnFuOQl
zpZwy52s^X`9tXg?@JkoDC6bifGu;^c3352l_w@_Y6^dv83W|hF|9~3O!^_|{To>@D
z0>Ud1$ZVt>nhH5_e*CaM{U{>-zjJ5MdRkDvh-MaoLal2v7nDULa>y4NZxik$1sonG
z`Z!4Mfs1gH(SjT(r|d`)h6Vt~0&8{1_+2C1$YR`&6MT-D4@1?MQ^7j20sp#Htgw1w
zV(;@9M9@hF0k~&vHNd1k{&do2=I>znhn{rqG6CQh2@67KUIPV`xMM-~N#yRiwFY^C
z;ItIDfjx1uK&$XAO4`@;k1ojiGX}NZR;a2-r0!?td<F9WP`_egQ4E+)hx+Nawy-2)
zW*~(;*(jmtZeV&zO@OBC?+e=hHPGKXsrtl{cCGHn*!KTzu+qTsxj+xi%6cl|<Iq3*
zc`o**<=3f~>=GgMLWge#2v)s>UjKDS{AP9cEdn(`URuC}4?GmwPeo)9+gG-+L|ue7
z7#$2>hnwu@YCTVK<{QfR?(SC%h9E59M(VFwYX>?10<q-4?ZP8+{7j|tjaIq8CW#6O
zvgz;dr<Da9<{U&d9;+`w1a6EQ-g~Sv?a&78z5isgkt&KxdK#c{j+~SkD$HF?&z4VO
zsdZ6te40|kZipiE?HlSpxDi+P+PfN0Glq}+*C+vG0kC2@+WSK=`K_brUp<M+0(~CP
zq)l^Y9%k0ieu%Ddw^#GMTrmUX;kaPDMhZwx*qt&opD91`#HW?}BbtRn;Ev-gATlR^
z^8dSSmD%`P2;%Qg;L4`I^}N{{5r~h*7XewLZm_3cGA`PafTjvH*Jr0kjD<U%`Y~m7
zlOblKdkJ+058sPfYY-8zI76`+a-ie32<%(S)hgMWZ}-4HIJnxGvBgbg6$nYe8<0EX
z6OqE`3>-wn-iV1-9MmhgFr6tkwfIw8IWV<-!e}@c=7!#@{vrAW#8n(27VUm?OQ`I3
zN@jU~Bu+b+@emY8>Z8@;$_wh)?!YHYHReOBAn}6-#6!S~iIEhTSKM5DjtO{->-)g6
z2Ht?v-%VO>4Ak6{8jCRrnuguenX{e$AXt@(nLcBhH(-%NUjR6O_oyv?VnL3>_B$cb
zY_n*~Ys`K9{=uR`#<fjp*v5fkdJ41YvK~hJb^YwkaCro~RKrzJgns;r9L=%;Iibyv
zkj2M`+EtK*N^<`FH);KjHX)$83yqAFo^^_qWhF2be-yV{oyGdVoYud|gbc%%mRrnx
z!rt~bfa25avbjg!ZHKw(Q`@Luyn+)ySuEuoI>5{=$Oq_w3mpgQ^8^XYrdts8o7w4w
z?bYFgk)8fh%z{_GefvYWWS#`p9+Ei9H<=g${IxCm9#Fl*UPJKkZz}LoFAhmVNqD|+
zc%K=EhEw!|iiom7to5}5uITduAJB`L4<7aH>8z~%-t8BRAMnBX5c>a6^%r1KchMdw
z3?hQ0AT1#Rf;0lsor-|c-6f4MbVzqgNJ>d}x8#U)4xN%icXRi==bZ1m*GJSxj2ZrW
zueE-$)~Yhq0bE4{_ZJNuF$DE;`y7#7Q+a4c!RTu&idm!_X>R0T3FA*l%L6~?w+O4A
z(klpdD~dq6=c(qDIrxx~fMX61llU$aRz9vF!_g=Y67%wJL}ErJCzn+Dze`a1L0(nd
z1Zs|W3aEOLbXgY#6wCJCN|`*eBa%4bvH?g)adDglA+f;2i4G#s4q?YM7~6H<bejeu
zQKiYAo0E+?_97Qa!88aSsrRc9$+)08EzzTh=!?gF$;kKvLY}i~&ucL@O=Z>P{*tSP
zPT}r~gu0c-us_l269ZSt8XnX7OClpV3u3{j2q@t5evZ#6bh!Ipo8l3s8*wk_4o(8;
z{TTpgPuEgG5nshYf|V?M!?3ECZ`iZS`V7PM<JVmg*B35ed**4mh&kdmm?pEgk-mBr
zUtvCsJ@q-{$Cp_yBrw1fcwW!If;QFD-A24-mj{$QCG9P*Tw11O0FAms6f(X2_(bk~
z5nx~C4Jjx&#0n?aJ=#AE$k}hE#PCnA0Cc7yWBAvA9fTK0uvM7NdU5^*x0QQ!RCk)5
z-S30;B?<cr>;{Mc8F;J909<@S&`B2E5rA=JPF_L=R863Cjxhz)<o=5O(K^Zp(N~qm
z6oCYy4F9NUx}4iFvtRx1$d_?0GKv7iL%KqDZ$&oLW;MR{6RB8kW*cqyph&rjN>0el
z#p3<D748P$0KGUhF8B`(Ak(O~cZ!bz7kV&qbQ2Pq0EF~O4VlWP;?zsO+9v2W1_uX`
znbe;ccLwN}7SR|x)5-m1H~orfJu^?dzmIddQ@oITeI_R8ermWNh2Dn?_zhf?l$^L|
z0dep7;BFOExa{kbJC{-p^L>XYj*=-r&D$TX`dk{GCjpRYjUWGZ#AgdfrFbW_Z*7_|
z$#&_EhgIhq_r$zD=j0ca*zbJgJE}n>(NgpD&Z0}AE|VycfqQ&nw)<eO8(T83rEZ(W
zG5`Pb0vso>=|6JZtb_iN_W}W!-Q*7rP+2g+=rp#9pPyOP#a}=F!SLni_{_nOVub|-
zsT9&)cYW11M>+zY&ScREuhSOmJKHUZ=b>bHt*W#$@+5=-GK#DAr`;%1pOX;<iTl~?
zV{>zaq)DMv2)V_+`J`1!+3bAhZ`;wntojk-o!yTA(OSyv?Vb4X2B<82Q66#J-Ozw*
z_;GqxjzqWx4^EQ%EWp{bfIBcVre}7<!sb6h+-RHt1Do99oK*Y|+VzE-U|YHiR=Spt
z-(bH-Rg{Em8Hibzo+(h!?l%yrLHql<B4bO$;zirthNH?|E*D(Z?8|r=yupo!EZn@-
zoTA5!mv>ssu&de!{{&H|P8R!fSWf7H%Z+UMH+j@Ro@Vu^!D6B5tyX<m1Th;vnDa>}
z=#%lS&ZhXMZgbJIaMThSe5SExDToSdyyhQXJ9{}5HuX42uF>ZD`s4O0TVBVFrz!7P
zK(bQh0|bylhG&4OT(gpI3TflL;^Pfw-cTy@I;r(A>x?y!@-Y+Bf)w(haaZYEM@O;v
z`-4Ul9jmS0=|PQ-iUvokL*N{E+VhelK)<p$?kgGz|28jpRg~mF41y5usC`DRgZcF7
zHiBxBj+#e}l#WIeYXzVAREjsA#%}E$PJbtWZ+BlVd{?`){lGNEfrJEXQ{tE5l31kk
z-yj6>vhP0|fblP2g6boXayr4Qe*f|Bx8iC9O=-3<e2Xt3eIWhR<&EW>EOBQru5ksB
zkpQn$qC<+Mu0H3j$B>|9J?D)LjS>>wRG6%^+C)MxFlKs_3+kMe-a&@l*)v@C)64IW
zG^4X!O~KusN8g#>FJ!U!{^?CEn?5i7pV98`6bmQ5L328B#AQb<Anqme_IMYdIO<7L
zU|8As&5uv*w)%DZfSfuYnW>VuI>uo+X7AE)DycxD!yiIhjrTk$j8ud|W+6pb<6S-t
z&}IUmz`g<QzLDPiJUPNx+IDS;yD?~myF{-0tVI6DTUKBp$5vrvK{Of1(ztXDE+A94
zTINV&vrQd^Boq*SBGb-y?g%k$&ynyC+gixxhs*ZZc3zrojoV=g-wb5FzTt>7hEgv7
z8NJbH%zlw>&O>7eXInXMO`2}Y!llKhj>jr2{1B1pjx?C^_@{aW1ebs|Q6g{5Pp15V
z$QRH{9k)2i9BT}novcbccyVk%t3Yh;^}gE?%O79c7-Rq=H?RO%9`GSAFeitE+tPJq
zrrLFSX7nF>uk*h@ULSvq`9ZMa8$7T0h;E%QfU{7lwup;5y;8`F@<9(KCyq$%EIVP|
zT`mTT18k+|9B~<CogMxz4!hGRu5NsWI}>VvOfaGdFRbArd}rMdaYB4A0rZgym*JQ8
zja(c!Z<<Eluz;aLI4VUt_>;wMfHkyMD{uUUM<Z-Z;U6QO_5X{k6P6SvZ^7LSc!v4)
z!GYO~mETt{-O6Y_rnhA6nbJ%Dj^F%XynKx3ACp%lxbRRh2^WKv+bBRo8&ib7Nze+1
zXqPQdwOV|9vGmB>w8Zg~A76Z*<fmdM0RE3D!52oYd_M|2BjceoX9o45YkjsoP=5hT
z#1AQnDkw0qUUHzo^yUu?!oEdZhW&l6ESxJ|FkgQ9%!b{}M#%rE)&1}J4i-c6p6Z$K
zo=2zXWr3MK_u*mG5zF17!Ix+CbLiUR=@=w~l9omI&)bDVuFpI{V*rmCAFDn#w9_>I
z=#EGKCmAG--b~tP_*X>|0Yz|E$G{I84!isJ%sQv^U_8taKYk^WASH3F)y+?5n@pa5
zB_#r|Dh=ZW&tDGjTj2r~Em>N`tH<{Cwnay`56;YF%2guc{G<YsQKiFIP}Tn7|4^w^
zSd%Pp@px=Zb-J=uq}zxwhy`Z_FO*@^>Tc6rb`*fx61{ms3Fv-rlj*{W8D09*=lEj|
ztKAZ5{AVQKU)q~f?`eVv+1zu#=HU2GYgzDM<M`?GvNz(X5k;s5FW|27<eGjye6zW9
z^I~ggn68d8aRT83j3SZg3FFc%qx<}(wuI*YMd;+^6<bW%h|6XbaPu=`2n7GxG6`VW
zdPGbQ7pRm%$d&KX(m`8{ydoAw<#YJdDZnNW&!_qXjI~6mE)S98#P>bRG43Qn$rzX#
zD<_Sza_W^)VzOmAI=cwrG=ik^g~;t89Rh>Myd`C0qYqH{^3=cMTl>9x)DIx}=8WdZ
zZSEj~6XCO1+}^dX?A7|5x87GAO#{=RbTryDzsKF_@wUeDo`}2KN!#1A6qDDOFoIz8
z8|-JOw6#%mzvFmL{NNrW)jw>oQD6Fl5a(B3A-mP01A3sK^-W&%AZ{C7010$rBoQ66
zIiyb+$6#^({M03w;0L&NVq(aL7cNk?c2KmveLLZL%|$t!(X%#D2)#ULhsnyTb{MdW
zzJA^@JdAyRzkhh{j1ZI#4`Y-r@^$7L@Itj}TQs2zYQ(Jf!E|y%2B!tR7PB>ipbpyG
zK5=!j)J^~~_Sd`)oyMgET0~j}Zfcji=0EeuKYwU%&tRN7jrdUw4Ju&DNseiM7*KbZ
zXz>N6j*>mjK13xH4^cC|1<e>doiP1+#Iwcw@iCxLq^_$0^i%<jv-sv?rR@S87Ug^l
z1WV~LC}<eD2|4ipC!xlJl)3w5N>yAI*>)kkcQ-Geoi>-UjdCFZLXP+o8q_>IPl<*O
zLSl1Vj8C4-ksiJPAvRK=d<ERoQ|z+HbSn@4t}HP_=9xK6u>BVl*0hR4L+2XJb!b7j
zOM#@Evp>aA=TdZ&0cbLm5aF`kLTl6sy=z|-f4HAp-rNjZUe+o==zk&I;<d&4$lP~w
zhNnd|TN4%d*L5Ww{7RL}_Poi0g?!#=F65ZRPC#0EwFesH%!lsfP$SI53&&Q2-Jn^M
zJC(-D`XN%*!ZK-scO-BgJ?X80jmw%}5Ms_}{duFGpl)*9o~|_H0_RA8wSpF@cG%nh
z^u5pBs>-yhswd9YsvRp(+q>(0m{6h15R&^no?q?&ro~9g(9^toM+nlh=*B-qx(~7|
z>+1nZdE~$g`dCp>#?|%DO9CxB^^<wv48{dXSOdyH1f)8Sn_y#xZR)Obn>*_b9TvHj
z*ieA}-03H%sfLGPgv!0#UFy#-4DZ7B&F<W|SXl{iDZ7_D{7JyzuR!nu{(g55GceEu
z-P;&I`JBQVly-G}1bq0x6I_JSk(Lqv(fqH}io{WIo%Yn8SDQZoPHYy4-dq@gPk?3Z
z^GbOj9tXdVIqQGu0zAiQE=S=)DRe`{!ZD-!zvHqW)C|_*_G8{l0Rc~mc6;0MJA;@$
z@M(wSAw<D{p@SUO-K^HPblpWF<vLC0<lqKlBWH&Dw(hLJD+hu7V@Bh|I9dZuMur1y
zdkO`1V*?;973eLzL#qeT9czm!1o;l-=-+$t^W8>Ys*PLU-|nWPwc7HoiOwbzu^J?7
zE~Mx32fnDyYzE7nC>n29F?m0f9O%dnrYufZosm%rMu-93W%(;_MK$OB$kR|lg^YTK
zaY8|Ng75^UrqS-_X3OUbNy!|WB)yRs;_=e!$tEEoA3Ns*^FK|&Q0I7nuirqs=S6pw
ziAh0Wd<v=+sN)1%(?;r-)R^_B2=(+7z&pnTn}vNF8YaYv-^%5^QYqj6vAOxNR4p2a
zkdjh#E0auow(}v~fU5%SBp5)rD5;kv$3X)EDdHgPF!}=a#nu)FbT(W*n4*QVxwkwl
z6Edo^_VEXOrlT`8*dF6_z4{OZvL{%CHN+n`xO~#^jIe9-t&y%J>{J>SHHmk9XUKe;
zB?RY{{WySN^IZXA#ii<PdE?IZSv>4-f?T#cMDcV_JL$E-pPsH@4vn@|^2eU6($P5L
zqDZZaajUR4UDf#}(m*hZ?Wb|D<;eCa(T!JfhXE2uOj9<nk!BZ)DF^g7_)*kWVI=?E
zd2#DM>rBI7L6JMyuT3MQ8`<GcW-veftHc;joTT5|Z)YbGeLx@bBnR!C<ap41L_D67
zlNd`94Y&N$EYWWP-CXnc9*os9mq1t{7|dwpu|HAc0vjEn{9&K-%nK^v^{KoL=Nvm;
zT2H+Et-1!KI{AtE%sTwy5swv=L$7G!?GJymPZTN#L72slb3a+I8+Efrkk61n;A6&w
zf5=<xfwch916x^HXfavzir=Z=$&Z0+j8WO6rrVeJob?$UF0K9}6=Aq=UTI?Dq%b@h
zmo>x$Ij#m|vteti8n0-IdaBK#2TZ`Af&i++%R_0}uVp5K2eL_2`jjC&(Hpp5-vTl2
z@_dd>16t)~8HppOmNv-zGVO{k9(LIP`=U{G%uIm6{W{X-37aD0>sK2Hf*HY<gZWgw
zKs`erWm85_4j-{?-e)4qW<`)Rz5pYteLubyw=N+!AC3Y&1^M3zP*+#SVq#*V0s@>`
zKqU`iI2e~pBP_fpZ%7y1<;MAJVNnmAo}Po8qQ~BusQqf8ua7b+Dx2qFmNSEWZF?Ms
zaNTU&8c=Mq<z&Yr_$@p(eBhN-o+y$^&yzRpbU|}i-qQVk9wS!HV*nfWT3K5k;3wj6
z6tQc3)Tr~+PSKp4-x*gM7D&+Vfd8EH8D1=y6Nrz87aM^137qPeC$)1uJ(M7673ee)
zfI<DDeQ{MreTMP~7+tKU{|#s?#?Z$zr`-f#;Mij%!1u*F;Ll}`Z*w?JD|jBc(P5Fb
zpv2-;uWSKQwfK+w`E0;kea@$LZ_N_Tg|1b4XazS|NYn`~kxi}t21806h%$(Pl>0Z~
zL+59+XaFQu{?YzoYec7Ra9=~!a@G%)A^v5s-YYj^aW>tQov%8SqG&BK{u)`MW)}<T
zr>E#sMgu@|VdBr15@lyAAD#sDlL%G_!+EKsawb=XPaan5b6m32;3KuV+`H&-n@Y}9
zt!9MBX1(YHcoY2c^Pm4sV(S1<;tG(u8ueww04`w%iu=Eow|GPb>LSoe0enHA;8+3a
zJsIB}3Di@d#X|znPhoj$<dwo_OdiI7(n8nu!4JN7k0AB(e_2-@HJreoPI>mo$4|Og
zMym;f$5xUA@-Ud11l<>Ucu6CHO=V~Py>7XzK)X(-2M~A`i$;9zPUZ3-i7g*b+B0i;
zKk>gtedXl0-TWgzm!ab89;&1?o$>9~OBM8=7vTZV#*dlzLO?H^;cBkF!-*Mf5Vln}
zKR$;eKr3q(O9!j#{lIv<8N`?%_hWZDD(VMnh}1S~LPnYR*DCzJK2li)wU=~KzTMqe
z2n_qr1QmE4V)_$g71dkENd=10@sR+T86z72oDe{xM*Ko{_hrIt$LQx<vsOtXw5%9J
zun!Q|%Lt4GXg)L)l!^mjRwpvj?)()lP!s~S>$88ad|hVn&^Gw;hN2n5FLZx<!g0Re
zjG7e_Y}iGXr8PNLVmy;3eRf-6x(Vr~&&|mV#!}kRkijstUlRRzeg0CdtQjd*_S>lw
zH*H*JBz(le$@PvOyRz~tSS_(~2Ip!4%r+q1KnKc`)_WT}20({_od>_6P*Pvtwymks
z*My8japGAWt8_j_vphdG@euwO2%I$=oEk6^6&X-55zq0pd)B`$@9jm56ryzy+gIA$
zKs>ptIN%ymi9pd*QF$9h-iXU{@#&8;5rEfWqA!=l^2Vy7I<UMX{;PAvt>ZvNNcVyF
z<+bTsfGS6Rwow5#?^zIj+*@|nRXqUGYYys>`!}7${b$=iSUvs>HdFWx&XtJ)Q^2=2
z2#~%4o+(K_@8#~v9YNs*^YmtG$~yTKVo9)`=(OVbwxZdsfgW=fvLtAWU3)-v{Q97Y
zr4<?1p+Dffz++=r**A!-9>$-eAvk_UG=&1zDg-MPc5G&<8&ULG14v$Dt4ms{tu75v
zOfb$u57@fA{IXW!##t4QfB?z&o0-LHH^=WG&)$_$MCp0>4RJcJ+_cH#Y4n9dN}_w$
z97apES$3};A}%U93Z)kwh%?oLno}RMy_#UqZwu%l!eL6#V%G9}0%{H5YjU{lM){Z~
zyU?%kUO~-ZYF^|e{?iIKUD+(OEiyTABmOD7mI$cgD!aR+@kEi~RXJ++Il%Q(cp<TX
zxhv6|q<Ha8uXn^ypwh&_T$WblRQ#)Yvok60U&&8JTw6;b&pg}Q6ieu0r^Q}X`sZ&3
zD+Xk#SjNU?1?iN1(<u{oZ`yfCN(hPg==UK{%Dstfdz-OflD`{jPP7jKZWO4cK$sta
zpV?u!odyjcKX_6S>rfJZLq2-CZSR<XgoO1(G=EZ}943*^DOwKm?^<bjWA+czwc`0P
zbsh0<g+IZqtw>5=%qnw4f1^YvHKxCLEwpC;ZMs3FyZcXU;x9j$r=%^d=|HBbuvp1F
zuo+%+$m&13@b4cSNNpW?W2Ieqx&V6>D~km9mrZ0qp$Bx<C(+@r2xRu>DUGJypdh8C
zbt5h6IXioMltp!|{2o2Bk+BudL<_b?{pRfK8Pc;Mf+xR6rf2V5C*x_v&tG@{cu3(K
zQM$0ZjJ~m+aiI8+Km=R_)tgi@IZdXZp3y|g`2PK9!^MAP&vDWK>C%&Reu3gsRW25&
zB)>D#Nergwfr16BPx9{}FiPbFaqoN&wz_zi#IUyJw}iVS0gPc9)lFz7Z$Ebkyv+U2
zQg*aDzWkLB_?W<gBD-*AqmPQpC`gh<$iIAGDGp>xDkaTD)n-4;`~UM=pmX@)P!z2U
zEhKGCSMmdI=CdGR_;SaZ3k%sY0ViCt=g-lt)FS{v!Y|&h$Hn}Wtf(h8GVtl&Uj^5z
z&hkEbkHchI;X4Dh)SjZ32K3Fy9h77G;f7+~gTUWC^V;C{uop;l-TXvvvZE-9jr-!p
zw?-<-z<)$QmO0!rmZ$rS%>5ZCX`S{zZn}Ss`yhq>w9r2$h97M4fo3fo7#%KC#PEd`
z{EQ_ikY6}1(C>SZC6d{l)gOJRd+;(OFi~g%a57Psr^<GoJa_E>zM?8AC&YY+<cv{Z
z_?M-W7w1ZmX&dYRv+9=jf;T%S{$(us%KpA6MGEO`^~3A)JLebU;@VkFq0K0FH%nF}
zck67R1m!5ufB8$n+Hh>`xzR_`ZA-H6wx&;T3IIjdf+$IE*>B`jid5ntv_?UauY}Xm
z_BvJ^IGki9rX0fL&o8Q9;ZcF_tgLq79e@D^&4EW-pUGMEZgE`>+9aKv-qvVQJQk-U
zr+xLu#MvGK5$lV4+tBpkWkT3XB1{82wg3>Xfanj-3AnR!b^2Y&qhd&J!?(e60e`bb
z3k94K@Fqd=2qG@{GRb_cdQ@)oFD9SikY5;^O+QaGXG*Mi5*g{S_~HX5`JMqAo+vYZ
z=TH=y|4M7>bw*mCpAIXcE(V$MYvbGM<TrdM<!fUdD@ek^LtqyjmZz8Q(oD1lv#Z@B
z{Csj$h_mw#spOeHlWd;ANZ`eIg#0l0+o@IyGw@aQpKrsPK-y{BHhYRhN}A%*beNl8
z{Bv|`Q70<wLy+1{UC8ke#kxRGJjiKw-aI64o8Ov#E{6R1^Qqmj-K5?2y#K1SfA8!0
zTpGm391r8_0BfMWp14K1;p!gJvy5c#P$knZz3u>4n@F{Byw5Ztax)`p1~B9L=`;`q
z#>OX6?UFHTwQhzUd<+X!v=|6d{CEal)2;8VDdmi|x_vBG(Xy!J-*S4wKwxQ6>&`%+
zRiI)C%oqTI{#4oqFZA9=2pcHw-#@TS><m!(Q=dF&l}@4jIZys~^r`c`-*m21!34iG
zAn?cHzXJ{#WZLDEMtjHj&bc|h;R~N9D9@h9hb1SgfClm7^v&m(+uJ)X84qrK%t1pB
z<a%a!j`yf<J%umQJ2&S|*h+>Ni#F`5ywMtTSWVtGKOC@C$7mH!yrebZv|R`TrASv$
zq`JeuL;G-sqStjDP$()Mn;DqS+S=fBMXJ~OQOv{y9|SN>87BNdaTLJWdvdRGMvz|t
zi6(&HDb#>rV9xV@n1VN828r+1mI<)Jivzz@ui|txVSm%;M@3YGUAm>k;?N<{is#j{
zJ4PUK8qv!6w0-l4Hh$??;qNaQ^3`<y&@CQ=K~p^C;B05&*jK%<bJ)+F<(4j6c}(~n
zE49?yyd^!?M2F64O%@>TsYO6neh$*F|K23BP5fsC(|>tQcSk`-%L9lto3?`6p@>6p
zlJB0__O$Trt!!@gvM=0#!(6ry@q6Vt?%}_7Sb<U&ZBtEgkRoH7fW_gg2wq53)@ExS
zIMN*M-L}k{GkfVBw%u<J8+2;EX!h+2$Po|&cmURVynOld@wF1qvG{usE)X)z`9Qn<
zSNt5Wn<9&`01UGCi{9<GB*i$oJrk6Xcq$7#!+TgySd_+ay1x0LEmu0-sFBUqH-}@t
zV9IvGT*Fpta^*m!7NT0#bX^umS7Da2EW*iDX$snzq+oYSrf;)Y!xC<{sF(P25g<vf
z@$som*IqLlhtKF6E?W&82{dk3&gnUV`=)F17j-&PPhHR=Namj{>Lqd~N5{<TwB3?}
zzSquWF>K(Fkxoob_I;Cu_NiWh6!bTI3sbEQ4U1p9zANzKsrl;IF7yQL2Zgj^Wk%VU
zAS;>;nJQ8yv}a>bodduaod$NwOiv|@Xe#K+`5wc38$~3*2h>T$0K7b@l|}<3kmb~=
z^rv_vF3W!xV$a>I7d;69^tG6)3;S#vu4e}}xHIat$V!6a1hm0tgg*j6p=sj7KPMOP
zEc~&(eMLX>_ZuH`%RD9j?<OFis(xbN{$x@B%JkpF_A8pRc&2|5WgIGq7Y9xr1G^*V
z&JT@*UVZBaMA%@8d-Qa`sY~5whKU2~oN>~{H!1^V6;h^+kZ%L>db-piW|@Im;J3GJ
zlT;&8yu6577Y`MLTlF&6nw|te={iOiaTM^61W2)iO7=LTvtTb4`8E?;e{=ezJrEmh
z%xC!T20FN{d~IyhxhTCI>LPSnn6DdlpFg>p7kv2jl$U%ObCD>paFXAookcS+2XH}*
zkvQ9QjRy-#04=1^J=PqKO$#jMD~~^8OX^3BzHk;1q`VjuzPue+s&>&`KWThm3)v8R
zx$N7&F3#`|1UDc``gb7*h$FiS4y8IOKSI7p7oXlG*tR5J@}N?*Z5J;eJzH5%x@zoM
z)C<XOp?HSwic0i^2n`exw$$zVgV`X~s9BvXNS8xXAMM-{sL&RxSS|_DbLzw2CYiS;
zZl4A5Ku5Q+WEGWHXBX)|nHM12|9)<trMmqo#}O%DwS~S5AKlfi33?rB$^hR$=ixzX
zXneoC`pOreJ<vs<=F;}{zx~Iy3zpueZ5HHn!B-c3R?L@2kBcT5B1hL!fCfN&=WZi?
zqcAzrgC0$#<O+->pX;Zfih|^X2@$Hr!^Zp3dyz4JS0nyUcx9rAmj{wo6~TU5?jU@j
z83(ZWL;OKAF<0J${Es+ZQ=*Na1g8AuOkG?M?%By~B69cG4v><<k`BRZnL;|(5jE1K
zKMlQ_;rofwR<fgCU}I{l9L9%DooEA1^uDYbY)1LEx;D;Xa;acFH;;z@{+@G<hzE!Y
zCq6=5qaswVUb7NHfLnfHQ*~MY-N7TdAGobPb-ZLkFDnLL@mf_Fdr^5_xtUIJBx}`d
zak&cO^lDE3MwtTtr2W=KGq20}8<VJ4H8#qqVq)t{+ZJNzNV&O89FF~(3=?Ds=ar7>
z0dXsRK1FBsmMzv8p{`Ok362u?<40?RIy-0NX+nF^W-RyIv%>Oy21t5R0@*b%DE7Bv
zRWZ|C$vV2%?+6`z_@Da51eep-ek%^|riID_HSXd*mDgkC%_I0_w$DKm7cy-nqe{2M
zU7cNf6c`I*wAg~fpxbm9|4FMl))CieZdAL(xFVm&Bnq>l>Jd!8Z7)DbL>~&UCUD=3
zRETMUQANL(mMHjJDOXlPzagVzol1@WTL0Ww<<OLH4zDLPG!*){sLCXyi<+kt4oYV(
zGNG|?&Lyj3R6$+@FnrrAMP$yZ8Th5A&Mx&A57O(jiY~2rK4D~0vlRn9)ILzK-d??W
zB;;~u``6+%)U7l~tP^E-TfpHLKKF8(yl++s#WF2YuHbK9v=EF3T?y@_Dw5B27<%mr
z5=KV+V2o`nh+tp?szvP&sX<Us01X|$w1Ba^bl{{%x3e>Mb(LLuqsHUX%WRbEVEs-u
z4{euu^T<~I--@G%JJsjUeTWtgBDQ_&07)Wq0<Semge)O${eqC4DC|SR1G8R$2G>Gx
z>$8H1jfMB$Kto6Kmv+(DbxacRHzl0`G1>h#&N?8}wf&gIf1Xb+I?Xt)$Qt*(<aZ{}
zF2JBafILQW#rQswP7>q^n!Fws{}_Nl!lGqpHdE*Poc>+cFL`wiuWLNuR}12=B!~lG
z4N>CxqU_L6Q&Y%9%|n6B=Qr`;NR<?7jiu^S1qGuij!;tj?;#bg-NX&Y>=<4fdor>o
zJ7A;*S<}FLAPzQTwtg|$2%J*`%FJa>95{N>w@$`f_YLn4`O-rrYDDhV1Q~@|d27gv
z`d3GT-xCWo7IT0fm7T=?evET>#^<?KI%P+?rGfp!_3OQB*^ok#;u`{vY)Njv|MLRq
zgKn_H8S{1aFUNLZS@dfFRDpoy$cXKgg!-F5JVyyaGHc9q>fV(~jSGn79C`R(*P~Z>
zELtkRFC7M#SC8)lXs7^*h)Nl4eEdin2|*gfPIpXBay=J(_PnZhv*79FbrX@Lfc7QM
z@G`3jg)h>#aHOCiH$_)X68u7n6s|s>)%g;fw$Gp60~CiC7Ip|Pug81A6s%y56dXUZ
zFgku><C_CWo0gWeEj#o|O5oULCiy=B<9`@UbZWCQg}t{3nGFs$Wk{eA+riL5Iv2pz
zTba0`Z-89T0p?MQ3+K1uQoTR09Rpz_<o*u60)`Edh}^4#g=9}Xg}n;(2|zavU|Wg3
zZl<JwBa&W0xRYlbhgwKJGAQzPq;8M?Fn9mmJGP2AVw@qIj^m{=gXuVlhO;H6c{if)
z55l&GY=it1)QJ*+j2pgB1x6+cEYeR@Ytr0r&W)wpKXlZk`>dTWSa4x6htG`9{qC7*
zkirQ_PCa!>+3g|%OoqYSl($CXF?kTyLZ~L^T(-)alz>nTYMjF_{#CB70%TwdImOen
zCqjuV@Dy{IcgDPDo5o-UNY?bZA~@;<0sZR;d(DT0xGaVAw~e;IaeH`d`ZhcJtq-N3
zYXFc)L8EWif1nT)eJgOdUzMpY_z45tE&kw-=p3XO*zJp-@cwtp?SJhjz#WDhg!3gN
zi^h3nTx;>NCb9nW1&gBU>OfvTuh+^OJ^I|N4}ozOgeu5u!Q5G_%pl=Uwt1=Y@`ZAE
zUV?QGqml3P(X9Xqk%Zz*j#Nr;TX6B~w47qeC8qTjtG_AG9Dkwj`I$5m;YodMDEWKM
z2+ZNJ;I$Q6ResydcAoygbnbJ|$xBMTF>JuTJQC|M4f=bWEY-2+c+Od-kmJiigkC<>
zO>4iT5}c<P$<byBP_WRmhSGGC^ZhL-u3-Vtm4x#(`pU}FWd5_4WL|1G{!f&WG>uFH
z$aR`8u|UaT?+8Ic0%m0Cj~^{7i8v@l?w?hgdudwVAUp{XVhsN}U@-3Cs64=XfphA5
zFNi#xNe|3nK6r!)k4x2X{gLe*Dt(maldsA#$tkw0A5(X`(w^7NNhSZULHNHog!loo
z(!`Mdbi18Uo9E0|(&(b&23W3K4{3?=hwj3CY-K=wkn=^t$CIa$ZeE8LydE&Gg4=c%
z7f5=BUCv-ljxE>pKbohH1%dHT6m*dRJdMzd{L%K8p;XZbK8;0NP4d$xB*KW<<ily&
zc@Ii7TywNsvx397)P%a`Zw~uisU^jC+@)k~71F&U&R($PNL6D@w^gzQJkqNqr{|OM
zm5|wA8Rk@6-eM3Bu2bds=_0hl3RadpZEGt74Ia1%K__N0^>D9-?Ni|ErI%CUe|p$%
zuCuiJi(U)lsud%^V_BKgehg5POxI2t?ZU`Y-+B3X85uq4?0SB<tN93FggHEX{Ac|G
z3D!3aW>L{^U`hM}-m_1S01f>tw15^gHDQGRZyWOe|4T<5J8gK}y^+juL*ktRtCWR#
zk<vhC<P;tDk9}n2m9xIO;nr9vQRY11ejF|1pZt`1su;L9K4vbGfqs<EY^n6mO*J%d
zSv6p~_-Q6@H&OCqhJqJ}dkA;m7KcaH<krYfUn)d@&EM}?QJzy}*6+>#;L1x_E0NjW
z5&KuyXBu}^!l%8PsGoQ_1VIGF2mbbnP#KTcSrur{p`}g*i!#6U9(4gd!S}pZ&w#1a
zH$5F`Z_e8fQry&~AS)3NVlxiME}?lQ?dNZm1%%vW(0xdr>zvG0$tQ0MEKQg2V@|FD
z{X~RIpE`HCv0=IkQ1i8xZteA~G!l_M4_=Y^iu#BR&ItXPG2sc)r|bZN_5LJR<$qhi
za)cAy<ojG)*4Zg2?mv#5AO&pmcsrAO;XQ2Ayjx|L<fuDz_OJAI-`MC1q)cR_w@c-i
z^RMO3ZA46Tht?Z)dD@v9ZIWQeon_`7<ea1uJFB4wI*AGz-3;#+m53F&K9t>_8<!Z9
zXrJp)r5qWTp|w0Dv%_u}MNmyyqvlL@p{aDj-ld^}-pD4l%0LQz*SH|;cI)TDYOeo~
z1xNQdL+M{#K5%h38sp@$+)CPX-X^t7Yrn-ZXBCo?RKXXN<9}6P$aj0{CGaQr)$`Y^
zddDH;2R>fHx2+k1M*C>GA~$DYRnfRYdJY_F8Mo)k^B0wk3;Erimp9GE+hb+P>|peh
z{LP~TrX&-Jz8z34jOHuqo^C4>1N(kbxgc~Fl5}|MCI}AOXttEpL@`{BGhUkm+z(H^
zIjT(9IrN|HQ*<Bhcu1~zp{m%~(E5w$J&an`P2poLnGoPY%%Zuda2ysvx7>}+RKH+%
zhtAT2=dpE!)&TrmK)tt^Y<Z=|vZux@6&IjURKum(@dB@S9rV}I$u%vXr&~l&wi0J@
zpF_Xh`%e6r!s=u5#GNsBYmXji)bn1sxv1+qxc=8g0hDB#AfI0TCx(*uu0tOECWOD%
zn^>*f#Ng;0ffJ-_i`uW#E4g40&3;Eck^1#+XCS?QZf&A3Qor!D)BPB6EAP8js2mMq
z6PAAml5l1)2=aK(mZOf><$fAT;XdgT(eXB(7znKF^;@sc#O0GVytv4^IwAA1*sXNv
zahnU>%d!jk@7l>`d?gws{PmNyzOxy3CYp{@?I^2uNwKbkovPb$?zPoSaM{hsb0RlF
zk&W7x3V3ASl%nlFwM!G6o=+Pw9pr@P!W_MK=8+F*ZVSKC0$Zr6aHqnW|0HSHQtKIp
zu{jb^Y(QE|OsSfNW=Y}BDXaG>!h4vf`}L@xtLo0opbD@TBK0};8>`BI`a`Ld{nmSS
z$L{`##?^zL(27#+E0c!t=kD_?R7gqq9&_PxdBsI#-aMsT(?Mxya4-RU>Z}{Yiji`C
zAuik9VbBkWkKu;!%F5sSP>FaDMJwl18lP+wk9;{pG#h~VFVP<o3X;FK^khF{uQxVh
z>9^AzG7b1A4SIG!GUs)@q@1lQizt0@Ey}P=YPtl}9`y%rU$6medFJHt_X`)9)L|y$
zfso$iuZ8_6)NZjK3YX`nRLeI)S+uWLfkKnzk~v5sSRkxbQ}BmBQS(hfNJT^R9W}hr
zVw4Mkoq^sBj7~vcnMA*fWSlG>mzZ9aa=P^X{qm+BHcME?%duHCkMUBzN24eH7ei;R
z_;CG)#P3-q?@5JkO6CRnxydL%d__p^L+Ku26&2yG*QeY_%R}iFDkWRK9}+%fgAP4=
zd-n2S=Br2v<394Y6>4c0Vh&5~J-YTE244JMNtKh`DIgxvH7{af&Xz(u<%^LC)>WOh
z)Kkuc<5n|S;-#|?ywQ3Nxa{7jr=1O<H=ipl-+*Zk*sMwZDXOg_zoh5_qHLx8lQ2WW
z`a<}ALbJAk;R*Ob=wB<|V>>u}0cGYBxa>QGRYoGX39OF^8nHZUaOWn!IbZ0^fpXY`
zi6;P-;7xQ>0fwO@2meL9{wOU(jh2cL(2A*bdR?{c`ak8MJJXGgY_2WQ2d9LD=@BBp
z!+$0BAeJ+g1!h8!Ow&K}R{1C@o8`cJ%J;*>61M*wv`iqwr*u0(!vn`x6XS_eZ6H9W
zCaMZ*exjx^TmyXde?6ESA*9)lgp3L?7@PVT2aGlU$d&|){+0ka>d~Y5(K;JKq~D9c
zVa-nRsos_pVMlP>%rLsUZeMhYxj2J}T^-YXYW(_MrC|B!R|5ygF38B791u&nk0}$6
z#Iqb;%P}gbSW9bg)<b`aXBkrX7DkK6efaOPF@tE$4(sQ87_^!5OWdr}^_Gfi+>>F|
zzud^LfFC!f!S)z;I53*98%-JhdWSVd`|XEkQ>K!rt7T;hdhQFfo9kzKr5C<kf2XWw
zScihaS~UQ7=ZlV=^NOEaPwRKIO@+0cH0#TIWxmk<+&r{i&uUJsJaw)K{|Y`MjQF84
zyeiYLEM9qNE>=6LC2`$3;+Az2B0~6`uilGj<G#Oqx}@L%4Rw#L-HYJ-p^&|vvwZKE
zCcT0I2LCsiURiM==UvZqbDgGnd`x}A^x?Jfd|k;+6+=0F$)7dimaD!-LGa0b$GNhf
zrc!(gVx-4AQJ2*9bnSEIJF8vU^CB}z#2XI`<^5NtZ-#D~*l+sa*MY6rZl4Qlw}ie5
z?2AOXReuDYNZ>pwxx9MyBw{8o(?zeVi{60&zV3(J?_n?=mO&zL%BfPWG+Ts8vW^$%
zgPXKecO25_MigaQ+Ha>n!?x+1R$_{3`p4$R&(>IPZUeGVvhGH~R=$T>jd<@%HkVW$
z7Zk5m-7b7?Ip;71FqyrGHDdILBTyd`CWNpMNg7v3a*$~o(cwQw9fjT!Sch^DMO604
z?6$gimAusWtWp$ms#%wGbte{-CN#k3Xy$A-^y9|`ys06X@1pVGBwh3G*9MUj`EC#L
zK@ZCd_mZ;bgZyg4U6XqUoJ>0x&no--`o^$%K29F5zW}4W%A0i+di%g{3E!N;G9Lt`
zE|xB=bh$6=uRO=*8;9ZQ;|EiO>Vi4y`gdBjwUM?-VYC<!PA(U2a)AcJP2A>_NRb!A
zwW%-4o4Nui)*#r$FjI2ei<CXfEJu@7=9>+AU8n7}>#od<u?!J-vCjjXfWpH`bpW}y
zsp)m=<zMxt)8qWpV&#L;!TPqs458cWxm#n%a60`?OZ7P&*r&VqNh7&<>A~CQ?yP+L
z^e<CC*V^gL*~}(<p0!^!3n`0Fmc$hvmM*e8#B*;g2(z`7&9x0%;g^)&AtN0Y&7Jfx
zAP>LbZvFSeTzHPO>6@dksrtb!-zo3B<B7wG2595Dx2D9s;KeiSv9GN+FLiAzU)c$-
ziJJ7xhr7OKXiyirxqU}1eDeSO(^ELU&L^v+)>s!QU9AeuFzfodNuA<yF+nRjB(fjF
zo64r9KYo2A{e{VzoU3goq<69CQMKQ=Nt^C{?FxabW!EoWs}bwpCM)o7Q>HtO2{rB2
zxu~do&wpX-s_U`umQKW~Lw?beJtJr8Vr!wF=<uNN>LOICSs|CtYy*bZ@2+O-d~=xX
zg=<vEJvKW!MQl6oIj~K3G|fa}IkBAJ<rf(_Xq&Xm$j|Wzz;NdFht-fQiM2+BAO23g
zjT?{w7>{uM3r8jYc!*J>bi+ldP%XbEO$xl{t4(+C(XWU}<Kj(fHJ--<n*le$4bS^7
zyQzx}a*poUGdBOVVzh3^9^_0qmV3=A$u=COa1;>AUvL%MCoS;zTKyR2j{f2APe(ko
zL>l$B+>RS&Nl~ozDwGSlU7ORYP{S>Ab5Cc9oezgzL#k5EOE@Xdq?^nd;F2fv?<0>i
z*i!iR+-%g^hg)eUOh@`0Pc*o!>Noi}INlo$N3N4);e_{|WMi|CbvbP`IvcMHRq_w-
zK&0IV_weAbKRfgG2ek{1YgcMe<FiF56XbkArpD;Z46>t9V2I+e<=<00F)@)H+vRS#
z<ZuVsc(e9BDYcZ_s?Ksqb$Gj=OQzRTsGI|>SsW@JowKcGPWY)t8|qqm?gYgQ9LxSe
zHCQ{i8B|94C4I!P__}06tJGLku0=1Og8smPxtv}PP6DsyxAhjv;*J=O<xSG#*SuJ~
z@iiNCS5nu7xau^SP`jt|6Mos@P)%_kh$>6&PqG_%VaEzXdAOH7gUFNd*94z0*nK;{
z)YK;=I9!_Bwj8ax)qUi<=SGRKLz)>(DKlp{N^<SU&y%4`K3L8)zh*xiOU}Yl>b^Z`
zdVL`gKGB?=<Lxu#y))jd{LzY=yLM}>r}%8Dd1-rm*!z>7chu{sgYs%0PU;PA<Xc#s
zX!`B_qx$}DXbIm5ET&2_t;T<mEx3+bHJKVm4hef0Njs-wLd3bApv;{J5^Qk_;|fI)
zXgU35#UdTHnr@Xofy>LtC6-L)`6TZ;lfLOALBa~0iWu$^iaHh4gHLm08sp5*L~55(
zeTmeNaxc$z)4%g)i}yJ+{XEE-VF#J-<JU9BLJI1%=-phQlyRplhkzL-9BA7{*xbDy
z*nQXBLHwd*&<JR@8{6txo3yeO7yOlA=5T(Smq4-I(h&dUa+W|en!lJXWD-+A<kqGq
zOrHN_z(;PdRB2NO3J;zOH=7qA9HeAy#%-vd+ax;hGIDlI-zRk>vk!-~y6W}s2!+&6
zX-q}cc;~`<ntNr3OT7mh>FDVlA4I|)){&8rM8$tdIL7*gIj<77Rcq6$KJp%&_`z8I
zW}%0Swg%jbBl0zRteJ(}N`Cq@jV`azp=ysog(&C=nVumIQ%|#8O8m1#H$lCQU*~1d
z%P{qs9pkRtvkPa!k*hQ;!`9&h{nySN(DRn0(Cf2<z_XH}$k(~s+$(-YYAbK)9djC^
zCN)Y{Y9%2m5%0E$-IpRxXdr|Ub?5f_H1zt_u9Gpl`w62BYfDsHa|thM4V5ElxBa8l
z;SKsK+cn!Bj3Rb0?Q23p3e}nV>P7EO0r}~CpQ`>y0Y_fuMcwVR#~brlQML3xNz0q&
zniUv+CjGIJ?AoqvIfcKXL{{W=8GG-sQwwXGA~nC&=2>tm;dgq8^sf#XrOER5x3Uz6
zSzc6sF|V^p_tvA{uXiVz2Zfbcnlv(JW8OD76Z_2<YPPm@bL*W_8^85(Hx&XfAI+lD
z#p97hoRjs67EBIXv_nLmoR;5+jL^$X?fgV}0#AIA{UFdyt~D?;G&Ws?AunuD!76Cy
z(|LvzV`6IBlj5<ya=o2zx$w0=wP_^?b~?vNZ!s)%)1;e{|HI!eHUrvOwq{hbK>GX*
z!6SJdt0`+$w{oQ`PvLsG_wP5pX_ffaN|qQCwmE+FI=Nc$bIXDZ!sKc!7GKn(1lZ~?
zMe%(jDvt^}(x6Wf%^bH+Cl+_H)fXX)wUp0;#eMJ;&a||80j#}>k)+C54r|w6{{7LL
zz4)U|UT%mJ($mbD9xr4ZI@>k52<ha;u^5KzPC2@ly2_n<H@fPVw<2q=In<|85)f`S
zI@{Fa89fFkt5Xt#T^fJKk_3M1%I*^76i&Q|=^74`a1CAU#U|$ofX5LXoUP43SYi#i
zT@_38?V8<=_B*%!r4+uTJWEB%b6!y2>s=svBbxM~<y0&CsaaiclAa^;?oPA}tmoaa
zr`B-~?hY)!`j!s0$j)LaX{iL(-MZHmy7^%1bLZZBM<!C1SyiRv!5Pa@kq~m2$YGGQ
zYp>CO6K|{YLLj*-aqlW+y0yL1`Jc6&e8^Dldw&(Z#n0wxM|Qf7gKQJ^cINeRoj#YI
z!q^nE5)#4ZBX&LlVx^^GUe`0Y?kAD!Ae+@s&d(PacDY;3UwY3vMz=9C{+)lgR8;R}
z4e4u8D?+`EySf*(w87p<0H@3!mrcpxbA|$+gQBkcs94k{Y?9~8Q5^Sm`-Qqi-&n1H
zL^zr}nWP0Cl3=cOJ^tVi$K*QO(s7&m_R{wIGwgKtoy8QcF9y9q4J~8?a%LK%#Rp<<
z1@BJH`FAVuY?ET~;_wc`r9Awc^>DVO`uE{$wCI+C!<T{-$;}k*f#WaJi62EMNR9_`
ze1^Rf4i+eD+#qhIj9As4uutD!?IRfqhhFO~&~HpO4RmsUU_br~50RmW)hoWz`q6YT
zhKc@PlBLexuCRbMNViNyoL$>G-n5Fkhy23KIWo_8G)~`?Y>0{rNw0*b9JzT+iJO5r
z7&bg?N?;~(GVDW-sPQZQAgxw5y$7$|^)k275BacFm7;dD=IgmRp|8Y|Vs|$CpHtpJ
zB4`U6^Hk^RWfqh5bkfQta7lmVXIy=hq2#E#gXHoVCkd>bnCQZ=16DdY+t~KD-7R?7
zYRclzp0YJrjr_E2T2EYay1$Cvs&7yK36622E`H~qzsFxr3%*8Ds<M8O`MK54<})F1
z;GKVS@E{ARjoi_m(Y%Q`C~v*k&mT$;*C`{}ODOqdScBaA$#sO}l@rb5AC_7DDraXr
zFHV0;P;JBQ-dQ|&q3r}cxYXR<`-PlLJ*br83TqW!2<sFk6u)B<5s_(DKbu0n!JfF<
z+?7E*&@yAF_?_W~$>h|#o&Dw|*q%#Ejz2DCkv?U6GX|#P0xMhL{Ejul9gm;|7GBe+
z&FJ98ZyUSTRvk{W2*>7#h!|GiIw#YMGl$vHv6iU#6J;?*v{@yvB%;sZqEC`Tk27JB
zhc>fvJRR|sKaNwGYd0(79u=F?pv``fKMCt&D(8!LkRd=qLUJ%CtO&0w&U&HyY_DwF
zOkKL%DL`^H5EEG|-Pn`zz{lW*$-MRok3X@%Z8YrsNes-6q_OZ{=T)<lr4=sQlOB9c
z<rdia>Ww+HXi>JDCWGQhdcZ+;YX)&Ujx%?yIrFKxD5JydB-=j4G5*U@3Jhc2B|)}~
zgB%B&6Iem3ezl2{=SOGtzO-Ft2s4Y5)Bfr6^N~AT&jJJX<mIBV;P&AX-KHZ`zmFcR
zYWQcu-A%R(|75?7>Vl$Tdq}`1PlobJ5?A=La&G;%ZwYf|5bi-Cr+0Pqe#7141(&5a
z*Mr+@wGgZHvgEr61;Hcz>$?N0DHL4K-1UB*!wZuzITe^#@nP1&84+M5PH3D4<a^zT
z5x;C27{;6FmFI5q>S(@R?|T?)eYpQL9z~jiwlAz{p7xH_`dejVqiUvCrNTqYg;%=Q
zy|}!{o}RA99aB-M%@}EZ)VLR>!kAxs=FjTk<ewZlOz7;7L^0kl{vDq&SDZk(c+gsC
zO57UYd?;lqbCtH5vV}Brsna&oWcjS7y%Q0K&KJ;i?=)>smpXt7<?1f*@8F<w^Y@7O
zlClT|KNsg(NzTNQ-+FHsn>ET;CT&xXz9T--=^1Nzr1fmLn1Y4Q4)){#V~-*nmchcd
ze|KyoFFiW3nE=Bd%;>Y|jqo5{Vg0X8HsM9o$sMh-6b})b0aI_ww=eX`&$XNvPzN`m
z{ATo1R+2`ZEPI;tqmWLoja2U5<;*K8n40m1qHI+P@%vYuF-I*yN40?->Akgki#bk)
zSayM!)Uyyh%zUARvk2I`@-;3Kvw8()YPq#E*^@a(n-fTODIev5elGWF-?j(gzF@K2
ziZ{y(fxzB1m{~)4@WMgXd0VhTTUl%w;b6I3vp!Gk)O*w{gVZCpBE5Ve7<<r7+LOBh
z7^fa*3dc!p_EWOg$6mGC0(zhh=8t`p+=nx|v2F_gi4weZMcg()tsF$R*JR7?T!Tq0
z9#Pkv;Wpop;lMog+t`Euw#UD5-@Y97-pd&-d9&!cB2?!gG+MIhly1L3GPrgaG(T@W
znCen<e+}btnp7QzSM}p04sSX(GfQSwReelIFuk5E_kR6;w!xuU_|hP6zxhCdMZZmq
zk57|KI6MD*zFMg{dao3R0v+P^zF}Ecw&js)uT=oNfTSt$>Uwk{CgQh2_G0G8Ixi3Z
z46hYTp^MHWMuvgOnj9Ic-tvn@I{WEavWeq^cb228lUg+<k=`2h@{N2mWN#aqoy&_x
zCTL^?b|%n~WLY#dg(;k;?GYbd=U4oL&HIF^cI7aK@!p-E{!j8%MHi;GM?@SHQtkCx
z`0;ylQnMTDMk-zPXyzdiR%Fo5$@rZNuX9I=ud?n-R;OW~l1DD*2O$x@5+^CWkQ`D@
z7=HPuoCV12iT89Xn%V+ESD<)$S$vVWq4=634~*l<^Fb>z7&b*cnTvbmdB|x>B<$%$
zQ`(flMFy`fO^R0R_3pWTU{s(0?1SKWXrMN9o3h5@Vn(W3uc5Yd%Ict2e0Yspgz}&~
zp8M4#WjPs5Dayei>Q%#gB&2UO;@?=jc%R0+?yvb`Tw~DTRNsGyb#I9IKE>H2foR^T
zW$i?nj`@4p?DHVGjg;+x3wrm$+YA=oqfZn(&ILJ+t@EUKhkmH_=|8_HL%X@^%i7-O
z4>joHE<V67i6#{Ss=xiyvOhUWaaKu~GtCX$%zO}!7OGR>nYWJ!3p<`?MROPfS$$ae
zMvTh4<^z>a%ZJIyvz^7k@&%WJ(n@0wM3(tdi@d;+ih^s|)1*Alioz<Vaxvfv0>MNz
zn|I-+-lce))1Qtmr>)`Ox+_PY$sLyK%XsiWT_fA{8{caRXFl1TQZ+7S<oZ=4zAhxU
zz(^%Zu&;Ai=C1BE)`2F_9E{3~hdyDo(iMI-Ca3@9bn9!n=dm8+!FqZ-v6;?Q0a4p&
z;hd?-cUM&UbPf9}j+A$9CgSBsaQ&rXZM(ZXkWrqyr>n%`_*UD;O;Y0>t=AN<No0EG
zkwyz<E?drv*|Xk}^Lz~<`k21zO!~gke#Pj$!1=#g;+yFh%eYYs>d&jAm0w4*C*AKN
z?VMIn(Ymv;zdN#~lK{K`>blwY>+Bjut3qf<7lcIrELQ{W-S^JQxxYM!*(RYNy|MfI
z-Ee22Io|su70qd{R;IXRULZ9VuQ@G^SyffFpr}Z^ozJU<b~`__=<Enue72P%cX|dB
zDa^}LO}P8ZW%e=9yUv5^Y;SI6y$HE`e5w@Uew0vty2{i)0WQb)J_)CB2(&;V*t7J8
z<0ouUr>sYA%Hpd2#l#qyO6FoZmzh(bg3uSXvjg=F=PRUHYNl|Uxe&JYc2Q1+7x|?5
zk>lA?#oRuNOtUSG(!rGcI>A)Jez+21ABxM$)SVTGkfp(Ud>KVXma@Rwp&EdA&)*nO
zADu8mv$xYM>J@6NkdbB?8|~YQ%G(PD9e4j;QvQ&-`P(b_<Nv$>8AlmV*3-753}hSB
zcY0QQ(lUxx^qCF$tPPhO;t@#C=(~b1CL(z#i!s?eRfzR?-y8RyIyckOiq_lG@&Ai4
zM0^NDmughLr()A8ojY)qVN$nNb9PRAg1z(WbIxCGOBFW1NPFff+ko)Ib!cPU1Bmva
zb!K~NLU+5H?whR#s(?&-6Cb>@x^z%ZSX^hZZ7#Ca5>EM9*)iPR>B8!w2!q1o)B>Aq
zB=Yz37&Cq+*#!~kvX?P*e`{A)9hPgJd81>VdDqT(M7))3TvW5vhH@#;W9nO97V<@}
zM3*q$t5wqV{)&xzec3QpQSvVa<oHCKSUO)9b+F}=KwP=|`BmJ%P}Ybnt!%>b*}XEV
zLGIOB9Hi-|5RQ+NtPw}w(-YR6pO#T~qk}KC<Qu&eaq%#u7>!VzfINw1=EZVqipA$V
zhi%9!cq$R{@8A3KJ2OwDaBHi69v$8Liu97jX>V4{W&Vh1FzqT?tz^0+Cz^84`Ms>)
z-@k8F)e;fpLtJiRqMFy;nW9#cQ>ktH8bzsAqg32PPQHGQ^!Zr9=XC@TaeQ30!2E*p
zU(a$Tu~k?-;%~IL)@FDd$$8yh@vjqa6sZp@LEbP;^$v2o-xlUwTR6yIzZjE1qvBE_
zPHS%e>UedBiDc2<*{LHh^y`Cibm15nv3Pda6%K(?92BURD^WoHF+@@=Ws2rt#u4IR
z=|bfUyETL!I*FTBt_y9Gd><bxA&tn@{=R7;C~|C0bk$wjgCW1<e5Q9>zKY`pxGgep
zUjFx6ZY-k6@bkIPEW13RwoQ73^d;x#OBn=i-5B;!h3VZ?u{Qn_z4Ejc9HO0>(L}t%
zAe_Cdwdf_U%_A!B>0e+`vKU+2X`byp9Bx@)r{)ms8A-CJj6k%1@LE;W)OL;5MK>-D
z7v2dq*vIO5LVmonEBkD#5Y^=TMr}AFkL+D;vosdGaHY$=NE?P@n}mV%2MiH(9?>+H
zpFn(oXLNSCCU<(Fy`)sGm&d;v5<6?|>9hXN#1;+5Rb5y2|6%JZprY)$wr@g^kXAYr
z6$L2;ks%c+DWz*bL`gvqhAvS+q(wryJESCr2I(4Vs3AnUyWu~h@ArQHzt+#QSPwG8
zJ@+|h?|rU)?Q5SqTsKB<?tr!eP7DU+CGg}kCHVi{yA;vr`AWE!)J|o~4tqW|1G!_I
z@)tRc4_DEv@4J@6gS!?OdP^7|1pA5faB$&-X&8FGXeM(XLK_awS8ll>`DdLfX6*^^
zRaIWjmi>$;!DB46+L>@Fz(m`MPS{r6avA8mj@er)XB-+Cc_NfWdR6<)u|ZA9-ocb|
z&y~EYmTjjBVa)}+?4E_4rQZSMgR>#LL(U7_g9tQpK3LoGPVY{aJx&emi2m|1LxTc~
zCB4JuOPLajTdk26;FQu1kkNbLzy)8uRtaK4DV&`+CgX(=1~E_kP>5<Q`p7sYTE6_s
zOuX04BMtFnb|%>L$wIT4)tG*&<K&4!Z{23PxPG<n2P*_;TklZTiyHgw!u>wL5L{WD
zig<Y$s(--A30t19I~b^3SkDAp-f}yK#1Ne1Tt&E22lld`joH4B0<mH6+u?fwQ8hw3
zcEKT@bgd_-RM|`vJY;JzfsU8A<}`v#)W!yh-inIZ*LgdR*zgUv`#0GW>oK3<FGq)d
zVyN*t3#@l00LQrUY2H^vxmBiFYHxLCT(o@UiJ3Us=|6Wra6};o58Ln5i8mEbba!l1
z{~IMk-#1>m%<e<n6eO+N+HTCIAzb;Lay>(KF&Yy+&<f>!$NQ|gpnZvAttC#JAQaYh
zz1e0~6Xz+CKQm-TsqXNXoY-EMX^hLRS-HaFuRbIcV?Gq@@s?!5z9PNL{GkQGFpF=;
z2OB9<r}H>)_dUwx@$!=KTMfov0(Q#K1`%VHg&py&y1Ke$Zbt-INCeUWzvFde5HUeI
z@Fj*vKVk{4tY#!jA#;n11N$Nr8ht48p9IZ3@o`wd-tVj;4JkpHOSdNXg~P|%<6{o)
zvr|I%lQo&MQd^|1p6*bIYxaKpkJxn)Q;91qgWYTIaUh$#l$2D!BBo%!Ei4#zk5@Vo
z-GaOpO)VBzSclcrGDy`lG^AVH7NskoWR0x8^$EF^N6vxFSm*_JAEI2-W!LxW<5V|u
zv`$0BiORTr$NMtV5|2;Oly58wM%~9UgZnA$iO)>Sjr`d^{9c39=5=vl1MY~hmQhDP
zd#S(vLm$9)<0bD{EX%}AoZn4!PXn($ehP(ANGf{zu|9mVaOQFSy3EsVrkA@1-`~)`
z#=k!b3~aZ&jyY3-$63FXSx6?FgWMK*(@7t@!;r5RG<-x_f)FYaf(CXT3zFT@;=QVi
zbMmrRzf1t%dWTm+7SCZN<?+WV^XVk!>#{J<+sb$DnGGpXt__R~rsSS)dj|`@FU^sO
z@MAVSUn6j@ar;=SQ~S8H_DEhSh}*)<Oto)8O-bovOsw7zvO3iyuDJa6dP!`DYed!N
zGYI-z_xrco|A1Th{;%nld)u9z0`JbbmM1FZ2$}e_Pu4^v0bj<W6%%urL#D8(NP0Y%
z@$0c=@DC%G>u)dfD!ldzwYlN7|8k1?{-x{K{XDJA$x$hdgk3d0HnFWa^D$0O#Z^i0
z@6eb)X0V+pIq5z22!_!tSnka0BG&c)I0(zVKsl&`cidNM4fX+4kKyu|rQz`JUzYY;
zzX(kfGijPtY;9|EayZpBG*I(S#>N4)C)TNv?llIywTJ201Y+>{)V)L%EW7ZLz+oWi
zF-E}2#u2fqy{Njk#6F23n?*h5XRhM=`I7)~P_wa;p*J<ST&6cP(VsIvf6cw}ZB3*n
z@&%WswI&~(I^eaB_m}d#y_u}0Chq`(cz#|Jad#z&X!e9!7aw~44FzDqu|)C(x1Pmc
z$k-EST4t*j<g&kMc`ANZ)_ZuqjB2XuoXFQ(8BCTEkFQCUq-}xM9L)=jIo9D=N1=G^
zjTGaa%Qnkl=w>U);B+&Q|7I+-@^_JGu)E_@YHjl98kN5EUz;=Mr7&}~8#BL*+Ng6{
z(Dx3I<M?pZ3Yqn^s=-Kf%B^51y6*jO55IL1<WE_kmn!_pj7cb%et}9K|GpppqS@6a
z0)E$naOAxMvKO-0WtUK`QH#3+EtPO$(Vh`=6u9h2a@h2Z`#PGDD%ctWZ}nz+&!gF?
z7>NtBh)AkCQYUkBZ!FtF*TE^+uCcR#l*`vG)0uKBdCcneL-hc20iG(6uf})hD$RV3
z;TzMvjVbA~<A`jK!eNk66}!a!YAG;52Bc($iw*yuQB&WQHqWjXYH9%%D-5^f3#<3b
zT<mu&`|1mF7Kh{|NJnyhDWEMdRbI6x4yiJv8`<(FSNcX!SGP|{^gS*?P(`6y<_%`Y
z32p4Re18aFeS1JXqH4upIAjHnb45RIYxcx4(fv5raYK3R%=AJfUW9gKJ~nu$!uCwR
zKwKF29o)#Zi|+ZZN?eIu;B-nEN8+h^i3#&+N7-5W1ty9TJn`dax24_0BNG;mibd`g
zuap6b6#fx88%lq5P`Qf_S@ZU3*=dZoEK_b@WpoUt)W?76<L>x9JB)%ISbykb7tYgM
zP%jK-Ok`{&61oxLLvmvbv&k1s-z(VrK%zXBwtx&m5ut@qZe52XOLQ|bY>1}=lqfgr
z#mdS6<BEddnRy?U*wz_tYL3+m&&e~E>oOzv9aRD|VpE1h8-v=O60(Y_e<VN*2rr1H
zNt_xL%LK2^0Z66>@>C7Y^~-mZ6GYRxwcXuIuwDW%TN=59ezp$@t>xLVg}kb=a%2Y=
zEXVWW{$B1qwTp8&U}D2~#3<>Sd}b2-s4WSlXPIUhvKg#*Pgcs%y~oS>j&%U(sWiNN
zKIKs-&+1mHiv7kTv>#eGc3DZ8Qc~^Zi%)}~`U02TO>8uaaZ!x8X%48Bnv?Z|<8khH
z7JJLx9i82%;x{XTXU#}K>kW_XJ^4CvZGHmECNUvLO#z8=2KI>xDLcE|hi@ke62ve^
z=UsG9ND*qJXbqIxy@~2R<DEyZXsu+Q&Q`Wmh7A|Rnz9hSdP90`3?WBKt4qrK06Vqd
z8kb*R%XN2NMRvX&9sTZVnDBQ^`eOz{lQn+u_gA92@T%Dog!o?Rbn@U6)w|F0u|Jk!
zb04{M#hB=NOj95}ea&62&P*1uGu;DYub`P9G#g3D!d-Hql;6_~>+WN0TMO-%(pAh(
z4?SS#hZqbG5j}YDwrrE{Uf&NRF$a1}YwMx0GQB;_LG13?0ps4XrJ-f_a=wMNb;L~s
zK+;!hL~^RNvX6I{^1gft24SKQupqMN$?8hY?r!eoVeT`SL=`=YfFHfu-8QF{DGrOX
z<9CA-6U93ts5-jr@e7w~P&^2Tz=1-=J377~nkm`s!T0Xb!ixRoH@%zk<CYA2$BdmC
za5(Rk4YoI#=&2fq$4%N#KF{+R-zKD=ayijcisP$ayZ^h9$>e5R^jHefW85vOyRYdK
zE~CJdu$BDS;3+}eQI0>U-U3|=z@q7U<tf5`+@KJ#j)5j+v?=A3l6gM26!`m-QB!Fu
zD)}kX7hsc^2g>P;>{Na~ZfqL*_*7OcWf&vIt=_GKc)C3U53g8$giml2YkSB0Yk8pJ
zX4!v^=SV;G!w5NCfXTs@OxwSfxhyaB?#_nb2nzmeTL^!@Q#@2+n$6iElB1HS%*nfv
z1*VLXi!1VGyzM;R@n)08nB#Bj7!jZ=5aBqv>LMlT?VEi~v-JJW)HTk`BX@3t?T_Ne
zPU(@J<u7!^S+Th$Ra$B3bJsOEh$`g$p$!;y9i5Eab!VxN+WpG$bZ6BJzpMG8TZgLf
z`#WsqouBEAel-&z9+RFixiDEp^Ti-8bKQVbXyV`365a1A+8|r<{bydfX`9z)p1zJT
zvwmwsjV}ksr~a^ON=Dtnz$ehlo)zuU0zT0bb0QA5N4eq$y>UqglX}SmDxQ*_N1b8I
zqv637n?DQSB3YJbvYecp%OaB_BPocLpXS{$`MNbO0kwzQT=_aR8nHrXxv#@{qdC}(
zr#U=v`RqU|M@u?a8CIij>|hw%6-DVdFKJYTPa2+_mnUOPNIsb6?s%me7xFsH&05To
zy_PUJukD~5sW5aiSlCUDj^6{og1rG>i--eGrQ<RpR+mI!MKfByQpNxiW;V(cA{r`j
ze2DG*Up->(@Qjv=BD%b@h{Bi;wLZ~ji!AF}`HsE``K!+s#--PPv2+l=_KK8eES}Lk
z-ev`KvWMcQn38ft>OV5XCJ-hQ?a@On^Uj~xJ`9?WvL7S6-VPM;+uxgr*6>0xSqt>A
z?=D(ZR*rV`_Pzj+<x9Y*O(M~$yUE=j%Q5g^A3Ef185o+#j#g$i#@_U4#<=Uov%M9q
zjPDOv(cev#`wq9xCU}TG>lhg9_b3O?tk#}fsDZ&&+27T)wM}4Hw%8kh)uj!R@$=|L
z7XHl>gx)h)2ozFV=i98%FHk0cI@(f)gl#a`B8sqse2#J}*s7LW`J~q?${UUs_O9kE
z|MqH$-o!A;+gJ|IrC&%U5`F^Ozu>=OuWRSB-0cMZz(rO!oml07WaFX&Q-kn6_OaC0
z`$0Jg?&mzMPXZgHk=R7QT5LxY_p9WxzsVHbb+|}3#NAPju=XV%ojnqprZ<x(!)`YI
zUyPhJuH@GYW}Wm)Ld+Y7Zn#EJ|EM=L`H-!#9}E^%&-n6PgB6F_*dV_x+z#+qSVp3W
zoRJcZh`-TBa1-qv8-gxP%>mpQfszt;)pp0iV6Ikn56m)Ud=4VA9etx>zSzey=GiZ)
z@y&5?zW$?b(K-z_6YFYFf@}ujNhXIjjl=}4nON_A=;EL4kS*IxSHbY$5fx8w8w*%%
zw^igjVyi%3zY|vW`}1p1Bz%mD{+Oc4a=gpc?eymeUkk6f)t24QtYPpjsGZS}(DFo<
z8mkz%7KL1qW3j__zW~gE`{B6a^jziff=MO(FZTr|0+NfvBd5#LGCUbuyAQD$&&``y
zu1_=#m09}th@W_tS?R@(-@>tV+#8ZzY^FYVF6}H^u7LexigW<l@-Oa6dSN4&+z;Ot
zlX3-{tAFt+_PS8N_Ck;JSZQ_(_PVpou5TlFsum^VUDuzuAI>~0@BGKUecc@%p8}*C
z0BzV`q}BMk{4Yts78DWXI5@`ovl31Ky{^UpoG!9)8j;}iTMc7ButH4m(K-s46a=-|
zsEF38%d!Y|fDgl7M)-d(l2++Y?JzL@&U3|q9)jeLj)be0bD9Lro(pwHZ+UqfXOFFY
z#r_RMp94xFE1twzVEY(P$NomnPS~0j`@>UqifE3yi&ua+8)G^+;r$tJi~u<fHunYk
zxLlk~Z{V7L{&^^PgI3QMi`uP93@mxernP(JQ9h2GDR9rUuOth4;^i^MuM^%0nlO<&
zijKjcn_3{v-v;2O9y}qP>A>;(l2gG^^!Kf}KBo%j`JK2y$Wd`5v(5y*|1DU;I&VCk
z?E`LZL0Dbyy-S+kYqd6v&(3~gD(CrgZFi27VR;F7BQv2=zUG5j?*X4wp)CA{S1CrI
zZSAX9ppb*jM^Gq2k2GAd3g*>~d?(Vn3^KS+Eltcqg~nQVfD6qbu15HrQZL-u9KLE5
ze8SOF^#2a@dVKZXetFCzBT03;)AWop>hXCWF&1-C`)V=c`Km7CmP%CMOdW1#K_n23
z5Z^;qb=zJ{cfMVS_7RaNb*QKWkS)X~mSiM5!M*mG$yC<z=t8-$!Tl4NaX?wf=yC|K
ztXDWQBN-qkse32ut37W(%Ja{p(nyWH_*Fs9Sup@oOR^$e@=fB|pl@<QLV5GDF~*|v
ze{4T%z$I@J(J}=(1aJLK(ywc-;Mn-_*VElqr?W1&n(N#mn9st9W@}r7-@0{athVO*
zw!fTC3uK)3JQ-uV!w*VnTcWwGErOTt<IY4xMOid>FIBBqY3=riOfB^*coqQ8x4aYg
z{@1^kG;^F-f+@53Y3CCHOxh8M(;}Dr1UajWw%vZzY*Ays+dQj)Xz%*Sl=$u{4e8rh
zQ)kisYVFpp)*C|>S}GNSsE61aGrM;8B^}SAnf}0Xk*&LTpiKwe%Rm~=Qjv9gW{wc4
zykWd)=Au<(iAWS+CSISC(_zgK^73nD=aZYJ@S>l2BBz?EEIn47KD>5+`uZngoOf-2
zy-AN!9zH)IA2iRzWDez)SHP*Da3>!^qU*R`NDGTY8&<Y~*Wk>5v6vX$((_C&kgUQI
zsC$zVF}lh8-agRpy9SRR<N852uB%`EB>RuoYT$yCtu0?h7~@xG)Fl3-DO9m6*5laC
zelB_YzTY(rG256AhZKemry^JE@l%fYYqKw8vl!W{%~wYzL8+i@{0$op6>5$zQgChl
zQx!k%kB3H$)<74Mjg6Lj&D07Q9>TUe221bFw6K2%u|4#;RB2&OR0SvSy4ZXcC541N
z!O#ti<`#P718niEZLEFutr>!w<GQ?dKv`#UxHBrx%F!D9>C4vt-s!X$xL{kYNLm0>
zISF>+sypbO?LP6MlDpLs%WhB+hL@IV)9}RZGU|~v*)!jk#j(rvOfUfgnxN#TFyV~a
z#I;FT712s{LKeP}HPvbU7Mo=LPiADyK;#780K?r<)6~oxe|M2?U9)EecUhv25j)`n
zN-)DJFUG(R4QAdx^LF{e{5^Z%BcXn{0n3yc&e9$Iwmv729|`zU)lekudbcKO=Ws1B
zMGjgXD_kHC8kueabkK^(A67J(zONSj(MK6Cpym0idpOV7Mgtq9j3rV3#^B`|IP)Y|
z%zhraak3uTQy~I87#iX8r4549fviZabYUPZa3^rZCj8Rp5Sw`FwJI2l8H?Xp>>i;e
z%u$CUk7O$N_edE=00ns#KK`cuV^_nkKD&RfTCmK>B)J19jAetwk6s5UOPqO}9rdbV
z^M0%se5qtl(eP`wX$@+<k#8(0Qvvn?Hc>mrr#p6brqVlhxkZYkLc>FX**`O009w@y
z4V%IB(oB}zv7NO8EScp~HDiGtN-;YKHKN3?3Lr<cGbpEh*f)C@B{QqPqpNBBiSa`h
zmGwnjrQNFv<u9v9sj3_QIQDidu)h4rv^Kl(%GG+kE+ZN5K*{3(K`%412UM>WuK>On
z$W(yks6NfZd1@CO#>P&8%*i3fxU6g)4<sfGw}sUR7`HsaijBZXo>Vt}EXp&c^~Q%v
zRjlBt<F}yCc*rE9d)L9=@~e3V_KF`=k_o@oMh<^|2$?w+00|}$6V*$_+NYmLQvteH
zE)%LBnY663b%!P?I}?QWG1r-2SHiId7fK8eEwzt$<=r2@V;+VW>-fdq_Hv}u#Gj@y
z`nB6vX&3hMZ8ic)nnvIFMe_HzZ#0V;vB4U^qht7Ian3fI9+oTMhC-jN;;?OPZ<h>B
z3@(FRO!P*0;}^{Y=i>*=9*3W!7ev;+(eY|Bvr0)YvNj=~U}*jlpCilqjbG%xy(YL!
z#D!}{4sHrVfmJd=(5Jb=xS@I3MLK9BxAy!-xdIe=1DCN7fyBQ#+LtW0dqgV%CQtOn
zkB(!hXR9sH&8fj`jjH2i_T2>uiF`lS^JY-EfFM=n#~uaP$@*BYr?t8*I?(jFXrwq@
zQ@C<;x$pW<@_so7LaE%9OCZ_DiWA&|uU7Hh_SLxaVhojzI%KyemCJDYM4W4y$eL*Z
zrEwu;aOU~FzqH-_pG~)OqfYxnef2+J`d`S4il@wOF%-6pV!YlG%clJ9%TwJ}3$a;I
z>sko)z(MI=rOi2yku-;~CV<D_y_*j`qrM~YDT3fs@eWFXKqTza;%slK$Svi!+ed4d
zH}J{*7zrn)YMwG3=D~St9QD)~{q(;Ovg!fu)=){Nq2uHc7q|ANC+uLtPrz|~W_d8X
zZLQd=w8TuOwuQ`kWKR2Yk!1=7<jq9o3C=7SdK^gd_9h@e6ds}I6a@&bb_3Espi~(P
zV(;IgI69<OKn#YZzKXFN+Tv4X<NINiFvo-}(k?X3LoZLf_TyLk4t7xFC+eUXDPwfA
z+ycyKz0ph`3wGIQ#0C5)q>^Qf>x%&Hja(QF`d(-%Y8@x*D8sh*v}B`aU4JKfhy{kV
z!Xxj7mwjtDz+zEIEHULg@FS{eS=lRV{a@r8s9sGpy{Gba+r@oGQKa}8i8X9;>j=N`
zWh>L|U4}w5;lcmbqKT@@LI!M7^r{UEIkj!Z!70`V#m3<&u;g}y9tP-Mk=sUSKK8aq
zrg^?(v{Oy3eev}Ctl(M}XL+ZjH<o?w{=Sokg(S>Q(=P!6bSM(uOw!B~`L%XG<rNvV
zOAva6q?PG6J|tAL*%*Zt4+5Qa0w@mM><;8&9cqjc2cDu}u#vL3cYICXBQQgWg??aS
ziDNR~a}x0t6u@TnHC#HIH{*mA7X=LpdBav=1`J}mOIk5oZ97B-EhoQG?)+ik?u-9_
z^<u4@wen}u22<$yz2km=xSvwy@1qlmOYyOD4uBT>_r)d*LvZ%bcb8$|s#zu$ks{Y&
zFB08~H6NIY7XW!Y@K*@hECr;4puj^Uz^xV5-DCO7W9gqDEP3UX#*U3)Uf*U84D%#k
zCXB!N6ww2x3u8HrDEYlDFX>+o=v)yPLetPQ47?^yD^ss`3OC{Wv87wyc{zY5&<puD
zU+YMn+8OYnl=}=Y3EUoq6C>_U-W_dQCw^*^4gmXID^#&tuLGIlFP=bXS`g3$)=^M>
z^S{(<#)00*xrW5pRdjok19lvZ0<}Au8CJLNv%#M2k?n9g%9^jELOG!BX&ps*4Nix%
zVLZi5A@Q#)qFT*BvugqO3e$S0?Nr9YHu~@1lDBs(p7-S<jI@p}3FqWy8f(F}|Na7J
z=@lsWV-RS6m*b^g`@JFFtnBPx0FQo~8%j#jS^=|V##=~msYX{zwEC<E3oeC#xe#yt
z{p$wgzso~o+so$<3x_Xhx7#AIOTk9j#mv}!U24`zz}PG5yTn$zQ+T6A*Rop5YD<1g
zoIdXactMi$fupW~FJ692Ue$xKAibbbc(3&Y)2mWOJPN}Z7-I~QkD(R32ow7I;t+K=
z-NaB~u_Bk|+hI^-!|+^sasU6mz&HXyN-IZ-Hb*^@h~bBd?%rub#R>Z@t(Dge6?(cC
zp6_Pf#TF{Z-{2HH0GyjI4)&Azb%R871}xwlmNBiV^mtI|-zZKb*~0IrOG-;dir(YX
z_iM3Pc=~|1Kc>YNiBJ=su6Vtqi!HqY!m(W8gI}}=(9eIc4jB!Kl?rq)mh*JLkTwN<
zN8V>>Z9=>y4U&D(yA<s#3hrr(x=`$WQBTPjJ8i)L78i8<qZZciad#RCsHIxFW|dnZ
z-jXV#nZmd?A|{B5I}=xev<qpi3kLYvBCy5C5x$r0K08*edBKc6BvfN>_YoogqXoz}
z7vi08Zdq_JhJJJD|LEf!T->-n;Lx>P@uDI$850AlJ;4p`XD1O$CmTXkuN3(;A2&Ro
z?gQ%r-oOShTJmg|g&^o-!0Yp%zP*}(O6?SM-7m?>y9cP&)y{eK*Li?8Xe2lXc}h8R
z32ZV!P^!^~l)d{whzK*7xrm54HS7lc2BQDP`P%F%lRyaxNeisk;+{UdWixe1JEszq
zb`bOQ)F2gSq0)9hjPNCaKq}8lQbf!a)B6B?wA3*PEv%HWgjkRv#D|1rtUCa4Z=woJ
zO0!|9>z`Ng3$MHTisV*`H^{PYcdh~RguI;C?LRC2*<&O#C?uB?@b-XGC>5r8DRCY@
z@mtDON$k-rvj_nA_8I;e^hiThHR)(41Z9mxpxQa6z{$+RNH|p}RothG%a?H_mzVoK
zNHpOT`U{dqcU*rWB>3>B+1@hum{mCsh;!ur4;Q08zhpC#DwQo|ro&A8FhDmGF$Ti>
zsO#bXWXLT=B*Ii)Pj4#>XY$*I6MR;xu40pkp<SW#I+TCy#FxNKwKh-bwfoaROrdPw
z&kDpT+UBuKr~;DIaGqf7DACD&Waz1Lhq&{tka7eD!JAuIIfV5`>cSr1HJw&#mSj-2
z3hjt<kPd9E)<y>kL_SM!U$<kv|E2;=eB=#;N+5!Cshfw5PQj@!Xxg~i5YKDzSCuSJ
zSUg$&u*np&Dm-}nZ^X1F#-G;#^i7MGBBi#iQtSe1VwJC_EXLIF0Y{jSi<kWi_cLj$
z1d%KBuy|8ir$E7{L~KO>h+vLJ%tQMgal|;!3+Bz2aoq85UIaugE1D22D?f4GeYZqr
zKglH98mD}7gDDH8%<In}(1Km`Txfz%qp)VbOj&r2r8`boCsj5I3BMLf1B4}(tJA*l
zV0!x2R3d!eSlT6*Fbi83c&_snu|BRO%+h>DiWw5RG+A|H-Y%YiXl-5?ULs~B$LqR^
zx^;Xq6=H`Zby5daWf9g`ybm)iryqGi0b@x!ZACi9RFpT8zuq64%YwEKs>rTd)cbq=
z4D-fC_945^Oy$|&I%{D&T0O-W30m`a@!@B7MX$glQT{9CiRJR$z>!HSF?;v)(b?|p
z%oW(ua$6A1>tZuJFU^J65MemFT@*J^(xP~!*zD?U0oD>2@7Qcu%XC6@^;<yWR=^2f
z(I{{L)~mZU&cV|Dy%lbtm!o2gfSl`^M)t)~A}v<LAYeED`s%g$Dli$(XP&sX7|(CX
z^#(P@gL!Z;E~-t?M&o)ZYLwKV)~LJ!e<wc5RI=$i746q&&zyOTbXFc#L_@RW5^vS~
zB@BQ4a_jxP+4Z;)WD0D2yQ2Ef``V*1G4n7`ut9XS(@lR9zC%Y$?n^@H8~hzFI1D$$
z!O};{i&9QB*WD^?zgl{XoYwq8zhYK-zZ)>T*<b!KybL%puTz{bpUrw1CggDPesMu`
zD-6o>lrQn`%L-r^i1;#S6MNT)r!V=FQc}Idug=W6qXL?ADzF=#vdEe^AeKDFOcT$o
zqb^n4{+?X7Zx8@B+)_hx^JD-~>F-AN8Rk9ypRuIg6g#YAUHN2q-nDi=)SHU(a;fe>
zd)Z~a8>lgAnzz0BU=ES5Fqzjv&a8@7!@>5asuTIorv0DLQGUNODfAF(*1Cry`Q#(?
zJ6Y_*lg7_W*=2%@4n%S(+EO1K;B;6ljwg2o*pHUul>1i$&of3WA(NB40!kX2Ox_<r
zV3Fh4s6DA^3E5b{Qd1D$kL7K;<IzJpIof}FZRCwhbjHkh)%PZinx9TWMY-XUxB4}z
zn?3_F>Dv!y2Lx3Xe)ZiSTVtQP0%%?WuUzl!=}}cs$OXZO*#9z7OH~F?AY=8oT?-@K
zgwqA5r%Z5%(FWMjpBnr5@8ruqw6*rgn{2lNnI}RAov%B5c-9yRP3!Z4=cqvKG@wNf
zo*=UJnJ#2S8foGxBJ48cx{=?P;JP1yRguy-JqHe99rYtTTz3`5-S0!W^&FJ%D!Lvx
zsMr^0z%!+*_;CGcS6GCR&SAr)V+#xavX1B@CazWFNAz69-wcW39l-bxCH&}`{2f5~
z{n3r9I_}%5i@q`yvtc73ICp6mYFx4ReF`JKMA(hf2spG{AmBC%k$ok^JIrrfqbb-&
zPh}HQ*VzSs;+LG1gwf8k^bH=*x1@ca_A#|QBJ!HW_)nL=W$?Q;ZCI3_EM@G~XK`;>
zaJ;kN#5gbhI!^P{XG$?duNcS5hNq{Rir8K@cwVVGyvp7Nd5?_;Y(`VJMCpi6M}uy?
z>fRrIg{J>n5C-N6fjD_G2c^tn{l%%zoT5*(cS#@XE~O+ouq!WJP~OOM6}v)FU}V!T
z&KsiEs8~pSaB2juft{)BjW)`fl#lbf`z%jG<MZcy2F5MZ$(U*i<3&`LHL0ZA%~v6D
zm}rc+1jmS@pZYw>Hl-S{5p$nSW-6nxQhwbZFRRAiI1ya*`Q23dFK+)-3#FA@;$X>{
zZ6QP0^CUm4pY$GA?kmkUrt*jvwo4pn=UC77IP0MD;BK^#e9v8R<fJ5$16b2gZ)_=Z
zzROt|2ne4HWZXL6xRF-g{eiIT6$VhsI8kNgc(<Ux`b8{ZV}G{S3Up7Q0uKt@)JY7F
z2f-ECNO&Y<25yIxikX74O4U3s?{Z`vb5vSRKO>H?lm7ru47vMpgo)_3n|ChG@7anl
zsnVCrfCZQP0xG8ps`~3q#el6&&_+5i{MtG2B!&rfu3?o`f4?N(uPruf|Me5{rK!4r
z_1crCKs=Cyt?_VaSp&f#*rzMnJGLv~xX?|Egte=lX<ShV*s#Et*Uh`Fe|Pf#TngBP
z85an@UjDrc1KFAD`BG%`8I^X4T6G?8jxihiS_TF`$J753)G5z_f-r*Xp(W_J_(yz0
z@>Ktkj)JST@iB{B!*0yl*h-_GwXiaBV^WqQ(Jf@s$+!{#aR@5a+uJ7qDYjSI(Ujk{
zrKq|I%s-O)CCC4g)UTt1(=Ux-tAP{^Y4Uh~O|j;n7L65dfeJjRx&R1v8^CxAD=Ux#
zL2_SS@?~M`>Y!3RxTcC7*UQZRa9n=}*{-3hn`M=l5B4oclDMt2bC~s<PX_?o{x?x#
z={5T~gG-qqTAGo)YyIH;Or2PLK0YKD6J=<S0q8Y#WioeV?1h{NFP{9J2=Fso)3;-i
zC6K;+eg;})uic9-SjQ;X|MtJ=2O3lm)xbMAfg}cG8W0gJDFI@^+YxcRGz(xf_DW-H
zf5{u{kCMLapa8`lD})2_KiY14Q8gP(y$dKnMEk7}>Mwv!y~{2VoBtl_pQ2Xr$Y~Gv
z%lg5G{x`~`p#Nu-T51E+4n&X_jRt705w;^6SV$}cvNE1QBfl%?t=5pgfl2^;qyjb%
zrh?d#aX+|VTsH_^Hm5SHfN+miP^f%4_sz;)JBQ`&BBP;P%|rpn&t4M#Tbmmly$gwC
zUOFDYAZ|fkrZjWg{yleFIsDyS6V$b%qrR;io?Vi!B=h>CFr3Klb@K}Aq}suR-B%W;
zX?7rTt^sTl+3<7&NF_*k#;;|egFL6wC{vLZk{4I3qr&-P^oqZQW3ZIYw0VC11nFaw
z_TIUR;(i^Y$Kxm4Ko1br<)-g>J^((ptXDC)ZvN0MIgkQqshfP)bW0p^v6Wqo+;TJE
zZ)4Tzn$DG@45AgWE$Vy2sLVi=0&mT-L*-KDPYuqLPRHuGxy=LGenrdY9lv=^>OaS~
zfoU<HpNr}p0QGbXPm@OM!=c4W+S)$<y0NA;)&3S1*IhsfsW=~@N=h9t4}ow!Q14oG
zs-4N|EYMk(w~mOvh`;FAQ0^PE8mCsj0#$H~FARK}Ib%+|*tT0RTO&UeTmD%terRz1
z8#jn$a$rsMWoUeS`dtZDFk;(-ZDUjOwUE<V!mrmwxD?dLn1Fh_jZZvLWgv4SS&E#w
z08qV;v4!r#-*~{97ahz&&qj<4X1~yJuOUSPwjrb@;HF*aZDEVd3*72$eVD^1p-?AU
zS~8w4_jUVy2Zjd+atM>kBBY-Wd2ri&dlC;@Q45Wq8~C>Maf~VU!GbU|pLr4xJ?ZCg
zp4FUAf7eBdPlMbTtB5RcokFL%6IwL$t)C$8(vjx;{3-tx$OKYad`;w4rKAF4VjWHy
zD>Ht+0NuPfh3_=&j7u0|bO%TJ(&p!rmMs{E#u(JClu{XD9lD4JK5iemiJ*D!wGAcm
zc<KVN*WX(Eb}*<#KX)$dhp)E^l>f{rwF}cd<nybjLiBLKR=$ASWnWu;fofW#Ql&Z>
zsRsBWt8VJlw@1v=6Nn1qz8%~{AU~B#V(EFd?$t_DL;3H_kB|qo<o3sbTd>z1eBfO%
zV-Gqub*o(eETzMae}q{_%{aSi?!O1VzWGV)$Od0!<VU^?yWiemMWP1qhx_#j$eptX
z&}(ny_%8zQCQ-V@uk*2mK*2X1d`gM6e#M7rOQl*<eR;@rSI{U~qi-4yGoVeVx$u;6
zuq(+6v}=%m48MONTyt!|suVBU2#CV^@F&-C+0@kScXCto-e2@q7Zk`}VY#Ro?(ff8
zUUn((G%FX(EnjszZA(oACx^n;%CypfrsmHpjir3O%vXpNb*8QAmW*pd!veRHQ<ydL
zF)7H6Gs%VchmX&Wn=ho4ep=^-4;<>L83$Nc#MkY|tX;9NaM+&_0z#@wxHFy`!)T%0
z+S=^3B43js^!E_KwfFZ#L=?cfg@w$$&i$ossTujsG}9F5&_GaKUA+gItAPQLymxR=
z;^yg51AVc@B_-;UWlx<eg*iEU)Qlb%fL8~TAE|(57EW$%bs#kat#c1|j3dG$(hW(O
z`w9eq<Yp>J^r4!Lk{~BMuz2P`b{JDSCAmL{bNe5-bC~ov5$R5JEX8KC>_UDjJOmKi
z(Az?Db=w!UfQ)}Le(#|h1og3iBxa@dL>a{%;+C=m4tBt*X5IH~Co37VQ;V{t55#uE
z5}dabx*yr{irJ&vMMR|70I{7|fLx@Aciju;<mnptM)dK93a%GvxM97fa3+u>l)1Y$
z^(@RhVeJogRZK2WmEi_+1y1l4!R5+Ff(RQ4d?4rU1VUF=1CF6EX$dZPt)zrB$gHeP
z@3t)YY8aa9dki-$(OX!UTgb|`l@;RQc)#=hTX=YS)t$ztYZ?>RC6+GUY3u5SZcTmk
z*y$#~D%uEH9%)~kqEA5ND{{a`fA#EjKLQG#nSMdo_CizH?-M26Eq6Dmyd!5}&U^1!
zQn;2v3*Y*AlD#%PQa3=Mw#Gn3h_j9S!tp3r!n1gci3_ZSf%W)Kz?bcBQLX0$kmPUo
z?RJJB2Kc%Iz1M<`DFHUZ-2%>ARb{{o`*EF7?wY6khlf_#FTQ_Ni3e2pBt=$%mOTH|
z1JmN)zeT|&4W;n|GcXQePHiG%Oa>=AXpoC;hM9C9S8}F|#9iL7FgG8P3h_+wQQ<)q
zW&{s4dL}$+RSMZWa;rKDkzEYrV!>L+{)vtRmIqYfcQpHwIW{IE_;CI5s1-(+E8B{r
zU>Vrwxr!`@-Dh5ktntxb?GtZufatT#mqHhC8w`x+jPsy*V`}tn$Alnf%))$8^(oWU
ztLF!kA2b$Ifx2d9+t?vFirLN~US0oNW^wW61$q$m&Nkj#|ElgMwfq9=kOECFEzyfp
z+Og_vnS=9{n{P}_r4zhL-*?8p%T1C>m~`H9blc>EAeJ2<2|8Z;j%7<Wnf~s0a$Je-
zwaV<WAViR|rS2|jrUb=e8Klr>KhXjduR3ksS^#_{Wn@%ve%Si4%%ocrv=;|(^70N{
zqGd{IeDW|TGX;22Yr>KG0r#nPE7QYg<lK*>g@xTzW&}rdbgK5YQ|-qRujN#*X-P1?
zm~oJYLT&c0bmtUW_V2G<5vf`|%M_X3kC71++_+5j@L}0v>)z1uLfxbq+$x-bAyxyx
zF<;;L_=ftb<J*FRLhTDXAUbn$b(TNSr-R)#U$C8Z%EE&KHJyj&hnv|zId<uSsPpLT
zl8Dp=DEf+Az}I)=-H+`jk96PL6%RGo^kyXeutH~(F%yI5PL3BD8%<29K-n`OGa6(M
z;Xz4QizT?a(`Nujd%)}YtjX6NeVQ9=k7NRjddsqg9%!syXyd@8|Bp_o!?MsFTb}$o
zd-iMnk0s94^BeH0fEE;jY|LDhQeiZId7SnaFHkSaC*H?RIxmRCJB+!<z{;MfWor7Y
z1>(JPS)b!YfX0`V(2u^04I(O<20U=_>U+FGdX8P+bJWfcLkk|Auw7y8!vN`mBz9ZE
z22!hW%}lEgE*e@wS-{@Q5K6@O%j$;cv}0crV0z{3ueHb1z}w1x5?m!EaP-)C=~2zT
z7?u0=s~fP7wbM$_g9LgTveTq$i|vXdB5namVz!iR0+=QZ^|;LHiN0RomR%Yi;^Rw@
z)07lBcfZJno2(Z<p4CVxe8FHl%fofdNht<M-#~FllCH(G1lKG8$pd^)jtlgi>6)H7
zq+nxRx?U97*biGI7MpwB83Yx=&lJWj$7h#97U#5TRl(BLa9!jH8JyJsf&6a=9mtFH
zN3ZyqptZgP#`D52M*Ph1xQX>PfNSr8geC|*X;7fI;UaqyJg#(rc?kEpWRFt33PMHI
zPDl3f-Ww9Zjo(d!bwY`!WJzb<4M`8Ja)#!)1wp@*W~|V~!UA_0n5U~*1!!P?Ir-+K
zNb?6G917=Oae>ibgS)(ZEojNdjvRpAFXz-U_qe&Adps^6CV4+@&-b=4Gx1nGe4mjn
zstl^<E}uFN*36$wVSE?YF@H$9Ga4naylt5<fUpbhvp%axB!RrNKr57vJ69zw;irF!
zck|TbWY9$StuxaLPkyMz(qG)57%Rqspy|HHgk=36NhCCZ@gMK5rzO-p!{Y4F$Hm2N
zu%$Gyy#T|&!D{EiMbL#kfCczsE{7PND+Ct@GsGCT6Fr6pIr<l;D@2?;^LTu!VRcd;
ztP|Y>mFrF^G208N>XSiJrjUb%-gwp!kOyL_taQtHlE5(!rRHiu58q|KfLp1>+LaW$
zfohi=5cy`?W!?aJbRIzc0`_L)f1S$T;A}drsw$(61INn`z7s_YbQ7t$^DOHQcjbyr
z4Njksi&uf5KTgEC2O4F_Am~TY?m!uX*cb8*yvDyRQ(mQ84Srl@2L?b}hS&B8j-;_X
zBfvKIhCcf})Bt5KErk2!Sn3ew=U`I8*j-RBh@j~&{ryk6<6SGTIV*@mnLxE(fK~mS
zx}B4ZD+NRqpn@)()bNfSQ4;ei#&&NR7W=cc%TJH)#6LK&#n{fNBi7VcLFoCK1={p-
zHLXyNQ||^lH1x32$b5qmX~A*ExgGh2Bz0i;lUJFCQvD3)YG4*4eJq?Ss(Hmdzc}wH
z7JBk#jIZE?3hU~9jM;1D5PU7?7=OG{19S}Xp!ouEHZ|3k(JfeY5=s3nJ|4)20ZQ|}
zm6$ig>sg7l{e<QV2xL}lR@M7s=$MCAfmq+jltoinjXVXA&P$z&lmI|j9;{Zc?i^nF
zMlasu0tqIG5DJ~awvHgzV+x`S&!2I`+lOQ*F{Wm#<sSC=+&p<T>e5{|hu8zL`^YXt
zJ?g%<^-@}OtRcErRKG5MCwe``HSd|i<xJcq@Ek2}-D3NE@v~JzZtw_t0GO~50O-1x
zL5h96$2A~6dy<<{t^Vs5C<U#=`1+cN3*bmTGdD9E-sttz#>%8+Sp~<|-iJN~F}!Lz
zB*b!pC8BCE?hMQV1U=gA7Ge~5DXCT735oiPU`<+%u`@Cs-FIE=?_x_!JLgPJ0?ZBO
zf%r9@Z3j5QBuJ<>IaUmG36a6fK9fCq`2(9vDJ6Q8_dGK8zOBTt=%8c1F}@*WG09z+
zTfqlNK!?vR4hMi_r%LnO=!tQi>_r^Ug_t!=WN$mNwOvlDiisf*+uJpDna!UYt143l
z(SLX`tj4~1hTXnhnvhdSXnc)IEHh0C2T%fc=UQ3uU>Dx9yU3k=^x@V-Yv;|CVZvRc
zglGmy&!o!iLEgXM?=$?8i?yFndpejD467fUABO-6dXQnXX^&1g;XrKZeg0c@^XF?<
z;f@Q80CxxTIB#nKWO9`#EH*q}i4_jYa3KD@d2<9(Xjil4LC&*T)^{tDAn`a_U`=|F
z>QV{U9n-0C$eo|st^%z<f-9$ZLzyYz<F~F8`K}EsMJ2i?{dHyMTR>s0k*`ytvGdMJ
zL+|I{GA&Rt*Xf^;L_}_TzE*zy=4fza1f2K-O}B9*=AnizcDxG`Jp)}1=1=w%x7#x<
z5pxLM<(3QKFP^zT_xx%&p9J*#1q0g0>DoV*+D8a<rk?FHgQb#eu`s`N8Cb6Bz?U+;
z37!Tq>80_A)a=S%Aiw^1@)!05Eu~ls`=%>};FyCcRM+=#jTa5`A^XQ$nHKPi19Tbp
z^TL2$j3M5MBLcLFj<$Ue+g&Ij8w`{f2&0q}l(5PgK4ml*h~zGdao+mC@PpCQS2j28
zrs3Wmz|KxnP2{}8B)lH!o*4J9|C*fTciYqy_PR(67bo>Hb1R|?#ULnqK3rwk49nX9
z>kIhDGB+~5b4v~26>nR+?-dvkKc~h=_pMh}76_NC3&0ldd^EuTK;xtqkoDvi!1MvL
zG%Sd&&MGc`g)Oq$$9`$Ry7U(7JBw~|Jp@WPT;P=%dAWjjfDGAc^5_Cnn%c$gkN-H>
zeO!Z|Kt5@GKF)Z&KOR)I>5V5~ag+IraYWR?#VB%PGb^V#X!adde>hR-Cm#5>Ng8|-
z@QhVT9PppkuP4;%ebP^_spA(tZAd4%_9aMKODp~JC7Mh3?x^B>+g}bhSU6}s|4k-!
z|AG8%VYS-Cg;BpQv4w<_^{Pkhe`*iZRdscLF3~~H^Sp6mGgL0h8ymTn%8tsnk!a{u
z$*6#FPi99aSD!a6;oV2kp8F7Vn8GYVzS6=N8yk${#J#Q#R@lq%k;`CCjNrWtV+beL
zBH~WGXnaBQA>F_W@EVCZ$Z48Cfp>$A>Zi+I4(DC-B!|^Ud4#O`=?c90nXc=VPmGMt
zk-0xI<H}6#nm3rNjkzn%${=1KhY^ah-ce?g6;&A_waSj??q%1+hYTZ(?-Jro-sa#i
z+%Xu>E36wWM3LL0rdW{;_BRu0>96LjGC91$pN>~mD-keRWdJ?Zs_rMH_n8T=-eG5#
zB^N&~uwL{CBbXR$u?O(%IYHf-iz0c@hBb^}y3AV%#3KmmSnf-HkOR*wUZRtfR8ahk
z@>c^gdhmi!n(3cAw_~V4jeb)sUk^Q8{HAHJ)Et5FI8n_vIQvLU{5HebIemARsoVL@
z$94KTRd}IU9(v(Qa{cEW0V{2#3p%?RnREA`9_<H8tvD}DXEVgA5N)pn-%=C`MNK6u
zM+x#VxAQhX_2Xg}YqckZ9`*LHUJUjbbqZMP3lRt6+&;4T;)^-(l?hr@`~Wg~iO|^C
z!oKG$wS+W&*t>$<CVhkIa`n)+v5S!}Q>M)<5@rDd)@t)nkXr$TGWt7?Z)1XJ{k-x?
zhUBg;{VVjvPZ=McTEo7g+qyc2xJc>-naQiOA97o)<X>tUtdw#eD4PDoV;!1BZ(N9m
zs|_#ij*<@8dU-kSMr$01Rj4vPJTJIfNUl|wz^y2|&6R9)y`!s35L9A&ik#YoT#n{~
zT--<b%HF={v}aOJ;vOe6>-uxB+t}q%m9};%V-{G+eV~_sYvjs&2Sz3M4BP&@=^QJx
zF%Y38aGx3PvKf&^D&qIk7+|PS{S|X_;V*AEfHO|ddVl-~Fa{yFu068$;yl!s+!H?K
z;aYEh&-nfOoieju*DxNv#6yL88eFtj)DCia1ei(0f2SP##|ZBeV8r&AzXW<+cXqxM
zBjj0fTl6%cC1@#w<9t#oj50aH_$WSl(Pr+?A8=35*R<W;x0s9iXLIv^R?3b(US(u7
zf>CkyG3M5xQ|9!_+|DV63g}H?0J&^>#Y>!LYvx;G9i;481|Ap;^v0-U^jl0!dNiGN
zBY|R$4kqPYEy)DqB^+q;mif}?YO^+3-gu_`*LzkO6>(~99@ge9Od+(0f|7f0YCPme
z4F}XLaUlwN`kbv<<jU%(;;ma&{ketK!_oZkA(*7~wf0`#zK(;RmP3Rh_Iei%x@Ark
zU}_Xwy~!<9B_2O$nMkS=+X^;_bt(DHwKM3HlmgCT<QLoe<Hum5pvP?p>#}F6y9O>l
zIQVveACeUDJOzE6rwS^HOUXZ1>uH~F?~n-WeGj=x&0OGYXZ_+ig+v_=G|lVqR%Q6=
z+ZLQh(*D2}A@Q}$#E`5voil6QAZ=uW<exrP*Tvc)Z?Z*cFpCP-B%q4x++upD7ozyh
z;Y=hS)_d-XYK|5C4n~HfsYjo6)YdO%3*ta`XlQA(+rtad*=kEJGd@?IJsV5&V_7Z;
z;K{Lu=~n(2ee2?g3DK>!h_zlHea1ygrj`DzA;Y+#RWLg-DYNy=QMTnsWmoM<gxNqC
zRHym;<p9@CZ6DT^xOlIqyNP-(bm(bof9{DhYSn>EK!Zw9?YT=`BscTz03Qr3p1g(b
zPnPHk8KDE~^je{xe9Ry!IE{ozoMnS()o4#zpSz`p-Omq8_f{PL$Jq*9%Cte`191d6
zo0N-8@T=6j{F(xWT#FH=28Jh7xX`rT@7YvAD_s?(*kQGRYwoFpEZW&;Co12A=U%Y7
zS1FWF6sc$SzFq`gXMa+^PeV7uPdlv8_h8m_aXouu@ejTD23|*J!$(v5lg&3d2HfD`
z4K7@lT8OC_8IxDzM8V48-^mqJ0Ih&O-`j2Pjh!~o(BXBR<7EoG9b|M_{9sK34tCfC
z?P--?0!hJQY+9V&#+s+N)%Z^-i>Y(m0e&wpT6)Ty-9RRAG02OtzrW;75fGIIG{%$W
zk7vg3l$}+aX-mK1v~ZMioR8S6N=VQfR1SlnZ|Xq|*Ti-d4aJTZ5iU#VK@1Y-%(pl)
zqk}bWuLy0R>P4a~HqO;_#XUc-Gq`+jd?E#mlhs0B$e`r*L>AUKgX5n)U?$uY>5P0g
zG^=)=zK~EOk7sRe2~(CNA}>t)XPNj(ybm{qK8r-HBp?g>Fph@SFfz`OjKcjT6bIV;
zd<SnZ$60B>79^I!atfW1zo^VXRNv$L4*U|_BREbX!P`6Sx%D7U^%I-tp-X_m2jOH%
z_)Bm~v$p2`oBH3iJnM+$-yNTV?U)qY)*~qtbT#jB#^$b+<lcbl$A_}jbnNCQ^4w39
zE#|vaXc!p_Y-g)-UG}sGP!s!m<(`Yb(6!IUHOtBl(;L17lRaQ2!bw71+KM?b<HbDK
zW3CaX4B^Sr8MVJzzmT3`vXtyMrRJxwV!rfy{A#o5@>L$u>aXud{3#_bf!_K7wSkNL
z(^K4hZ4bX2H!9u;_1)7glAhX-8!mP(zbhK(c@7LPmsx}?_e}uS%M3y`K4Ul8lAj)~
zl2M4aFJV9uZCWy_C=14J{UgKVt}o+MXI`mvV+wI_u=L{-^sluai+Oi+m`r!RfG5|l
zL`7tx@t~wTR~T>K!EVxPu$;SU!`U)H+CeNBjjb(IM(WiSzxehTk$2$?LW+IWqj)r?
z{(NAJ83y^BE{JCm7>P46u?Mw&Jb6(sVN}y49-|0#wTyy+Z>_Fb8Vc4H0>57QKR1yn
z0C60*Sw(^sMXi!IfJbis0z5}GCio+9WRzBtyh^@We2lHj(dhZ#t>OJoy9J}Nx4(K%
zytuw$4<?x|87`d4$H5zm3C5YexI{>JSE5ex`t^p4R4`7C{(d_e>Tc!0$rgM6-od@Q
ze7F#&?m&j1faiJsSkdf{+sbZQL5v*B=O=}#`ub^0W}ZiL<;F4brH=)3ep&3RxkpU@
zl2$mZi}5eg<;$;I|9)JMG2vLIYoOhPUA1cPaKz)cXV%=u3lutc(ipEYFr<|3VuR*k
zB|uOHF6OBYXD;d_w4^WQIwp5Y2sm55e<Kw;Y!hLCEmFa!&R+es&PyXlvx!w_`wB{}
zP&Lafu$MuHc~c%D85y*8P59H?RKJbwmlb_;ZZ$^-18q^9oI<arB8>?DalqHrMzaf3
z`5tcGj6!ng@>?tjNs%tM?2MEUFzK=ow2sR<Sw}ttdntWqspEybSXAj_RG3lBxi<Mw
zo;82ur5{>?JkJ6$rc&y}iezSe;n~6YJYWqsiF8JtT~@csat!Nou642IB_**9gy9;f
zt4D)a0&a7<m5dpd>c{G=a`w(TmEX83CKwOTVM8ogHt{s-eCsgCVl1s{=@A4ad8g@?
z&@gs>41l!mU=Pr%=SWX`-SKM1-^WWxUh(sA5p_0pAvfRC(+htAj%P$1;L=0v8f-lG
zV%<)^*ZxD_?jG0z28)c{LFc&P_)q4+PedD8)|ed7k)Qi5TH7}99TO}rWmKN=TcTl-
zym6r>2ByKeItIiTsZC{0#}H=ck4Q&bl{y9{AOMDD;dddLyG1>TiY7$n*kuxA%uZiO
zOZya2vwOV<8*{1KQTg#fYaKW$)gwm@S-d32H$89#S!Q!|joZm6G)I&Fzzd5Mi|#+L
zyLwGoki>@26I*1T4u9xgBnvOFcnd<l2r!@JKiT$w<0eT%!|Lht1Y(ka{lWm)`rEGB
ziG@{BtqE@8$eXdVdkShY_bjyJw9xoaQgzuoL#=>om;&I)mfL^Iax}SR$i+vb1uec!
zS$~!d$+YO<VzeKQNhcz=AM&|E-MOag#qm_;lSM<Rp8dt{0pg*cf)E_j1&ou+YAPY`
zd+)id-NLR`_j@<i$L$(9G+oMpkm&k!!+^_bk!Q97x<&W=*v4V<%5!;=hn7>UnWb+h
zt%&n!USY9ImL$@FStH<@AXslV+<#`77R2a@{zQb14#ufhe&rVU-+jDZN#M<b_L$w?
z*pTfzI<62)8X+|1)h!6R4W1yYcX7J#^6V5S_mBR_7Hi)SaIx1KDqvnHvW$bp7gX*%
zynED3BWCX@RA#2zWNe8y$9+%W=}tn0eE5P#9<^!zZn+*TIvC$6;sAY~g<w6;`$gh=
zhm#ZF6q*mc(vZ`aZj%9TAH$UZC07AE6V{>ZruBdicQ}L$$yIc6O=z{yt4r<xU_%hW
z+o`a;hxseu_76Y3900$8y!t`D(lKC(!>cC7ugRgDjzxHoJ^&RN?BHdmn)z<a<smIX
zkd*Qc1k$rwHhywMY)&uT&vypvKyN2LG}6A2ZP**Bd%FFSIB-+`dP9SYi5q!(nu+<m
z1Ufbt&nalM*Yod+o^yS?!{<^IN&!G^hxJr#c$HNfl{8qsrT%2FIS=})nKQWb67Q{z
zK5-=9c#T~IzSk$@?G{5hkxO)5Dlf4(7dniS^6SZZSceZ)E0^Je>;|f*rJ;HL>gmxB
z>qN~}IuR~h$ZbfPRzpj*UvdrOs#;>|SpXb3h<-rh3PUrpM#jY@c%Jv{nO>bl7Ru2u
zy?wUuZfmpTukVk3b8??dy9RmA8^#E3$@t*!Fj?Ve#KpNOx&0ACRFo$8PB{24J+i@0
z`ZwvvACwAfk9}%S)|2MD)(c|<oj2bn9h;+HD1AQ)GZ7or3u3q#9Sk4^DGULF6A|%)
zZAtvYzr3X9fAbQX=iK}<9LmMiV7e!H?tEq@d@g>66BjzwNtGc2a8J*Ey579z@HfF5
z(*^UcXzQxY#^zVO?I1V#eO0f_V}~V(0i`p$v7&4H;REsgJQa~!>cPWP8P%z2bq5-+
zowAnXBz>N#^bVhq7xZI1k^1o>Agdy@{(&;WfBvlQ%t6sJu~->ki`-uU?}V5M3Gz?=
z(AMnrkn4UG(2g9rjE&G<k3m{MOp+dXsUo0`8!W-5Fg71qT{ylfY?3WH6NeuDw(tes
zYFlvTrnN#7OpBNp6~ytp#-b@dI_k`#*W3THIPb*t5woNEqbb`i+xW(<lwc9$Z3sHA
z*K9%Vb!@Y&Sujtg!b_|Z=Zo(xR<Ng>ou)V_+_RY2Vp!Lwg}fx67aC}EC%Bh<4OiQ3
zBw>7AX0lX!QlP#vTy_x?9v)jb$5l5_rQ%@zXN|e+J&G^UGxSsXWSX6U9(mWjA^rc}
zl+kdI7CenJQVzrK95Ju5mf2Ahmcf2>OTmw$$Jq*V{5pHSN;lJ{I%~G4fF2;?_C9y=
zf<fc(0<C~~5C`t^D-8J;CnU_h53XrE3T|a?U0Zl$&=kMo!mbe4v_aMjJ7P`?uM9T+
z6(myd&Odf~HwNnXKWx1PSd?AYHazN$D2P~uNLWaN2#9njATe~ONHc`U&{8U(q=JOR
zkV6bHbeAHaARr9P&><?_3=Q+|3-9Ou-tT)}kK;NHQ3m$4_g;0bbFHPOs@nLcvDnmS
zD_Om-^HglYS6;Ee4(l>I_rB99k}>J5imzxcJ#}Y$u51#Liajs7E7JAt|E&1LmBQQG
zl_Dq`DZ-Gi^Vam}$R8H&SSG*w${a^FoHni|g<20x`(11Z=Pc{|BrtdAbOeAed-bn#
zpyhBs2}J%^E?@Q=*VkYvt=^kN=kkN@$s0ler5u<8^$*ckZZ1+r7B!xRHJknZ^@mH4
zJF9;t{<p;NfM~r!ov!wYl3bA@iZ`vX7nf#ewuON7VL^0?z!xMT4?HoZzC_9{)Zs_a
zgfn-VW6qHH>HHYJDMgouxoGmq1TUYG9Nn2PE*jCK1$!os#^CMw{_G-7qoUq7?YfBN
z%m!_&E)DMefszK<=buVJ-C*n6Q?P4h{>&ozCDVl2p^v^gO@8%r4_I}L&-S{gx{y86
zYkdSfHD5<1JLY9=?ZDz{&2%x>Fs@s}JzUEO7|lXHb_=nU+=C>1?e_NkDU?0koK~<X
z9+7l_5;ZY2yUaXm4Q7M?&);^U8Y{S6Nz=`t<TB&poaE1ek=8fP`!NI#0BlnC_H?(@
z0LIFZaQVdJ=<kxJp;93B^i)5|j5r<y(3ENP<Hh+fRuB<|#-mV~)j(eO)hVu=1qNMp
z0Ju;cADC;?)m$YG`kOY_JCg*f^^AxMLw$S{;n5o=bnt>xD+A@`LR~%?smzHLsv~}q
z4x;Bnr7!jhY%NNp10y{U=IXpQbTV`9X1XFk5;)n}z25hle4si(diF;pxGlmc6PSZ6
zE9DT3LX>s(txsvU+6y2RO2veH8$9L>lvQ-{O6?g~fCR;x--!K4%L+RqfTT3rr~|bL
z3s5s?@~f(KbJYCfCVptifzl>B&{Kc+A>K?qTWEC1@f%L;UP;Sk*md<Rv<=sty#tf3
zv8lZ6+35O}b>>4U6#Lz{>@$j90K%M++(X7Y)mY@+yXQ(I`nTC1wo`+q2nw&r`FcMG
znQ?J(^&lUmw(*8H=6JsdkL#k(ji1<2LI^JcB#OD2H+*KeWTP16x&E+AnIVf|fG2zU
zLud|V_;TFM2DJE95NMZ|JKQ4hc14CRem<jJUo}3QUAN+;<q=-3LP{7n>O~)j(;S)a
zM}@eNz6d2sG(?Gd<T{H+>OG;8PkS2czAf*8KVfW6Cr>yMf1z7}Xaz^N6aFt8!CK-t
zawDR4TPdo*>R6dA`>9*Ny_T`AyU)lU=n?HpApJdX*`o8%Fz$3rkJpmZr%$#1ZDuo?
zp)lA#3<$%xjLen}B164`kMP2l-AsKYAG_hO$}S@L=S>)_yKtgj0n2@$X(B4zx4!%E
z%GHZ|gux%_OoEnQ(R;I*W`a+@EZ9#p7A@E2mvQPv3MN!9aue?y5-aLjW%pf;3oRt>
zZeaOC!y0)w@2OCt=CR*grF7SO%NX1itbpzkU%<0j&8>d%Y9F2QMAZ?}t34Yb_X(fe
zQ~u=05d^nxzOt|~6p9t-E`Q%8ct%ExCA=%T^^*Coy|@P<6KcaWR|-L|3~0IPYg@|_
zd2A^C94@RwR@Fo;&e>g8VXn}iPHRE(NDkX1nl&n=$H${=QkRMi<)AgB?iRN}mDO~2
zqpQz&(%Eb`xHw<qj%7Ont7m<L=qPCF&a9qAfnea}%N^83_OpNCtgFB*P*6n6K71%%
zYHEPew36yM5|@O@rYYw#6lS(-Dw{mz{^q0{xe+Q>l{>wKU25l0g~1L?3=JcnW+)x~
zdZyN(P-hsjJ-a@muZje9nMa6y{*DOnEd)T*Pp326mvuB6z(>cE)A`&&JbU)ed&>dz
zZ%I1V4+lF!fB;r1A5p7Wf!O~OQ?nEn)VlP}*6b1Yd_}%n=(WtzSs&S#uZZ7wn3cSz
z5fXa`O~fdE0>|wKgGlaFoqne`;M-^QJ-IQkIR~nJ!q#-4sS`K%-6Pj=-~qWOFBRGP
zkNTnJo?ECOtMB!>axQvDigAd>T~3J@iPCWT=hz~kQuk}N7De)GQX3R21{K*RhaB#A
zC2ZuauTzvyw#t~A*jDh-(pEius?n}on)K9#kT!begOts7X-(})gwM#y`03@htV8gU
z>J4^bT1VhZ+4r-50+OBcSF(Es_m)nW;7bA(@SIW9PZ_0Fr&^f*$zT}Z7WEQs7{yLI
z1*YE)3X8tN4XnA&+|{Abw;WAu^6~BaY%9Get>Kdy79Zc=1SQ264vPg0TxT3Lr-RQX
z3i|~7R4Vq-n(3zMuW>yExwL?wT>{WG<b<ytXq}fIZ}HSs+(Zz`Eud++$+JCyR|G=d
z_qCnCKDX8w8VLrDI~+ua$+i4cdRO!(?w7c~Okl4oV`uoC&~S}j^Nz2%370bSPg>aF
zU5qbF4>{~Tjr!9)mew>jU=St#qHylP>PZkMd9U_*xINqs6P(PxpFQo#(|+%k93<yk
zD8Xe%%5x}Q2GO{y9QTfTwwOW&YT=F`3`v#!3(8p>?u{|rO)H$EpP4+xG->?yY_F)d
zc!l;1?Q*g9j?EMS&BIyk$}4vUCY`1T@6<(}^?173?}JptPe}}mcL0GuAn-LY;TE%~
zFd96%WvTP|uXkoOu><v9@P>nRX@K$oxF9ByNqOMS#rU}nu4`U*OZ?LcX3e}k95Iyk
zU+e~d#d;sTH^ms0f!OLqPs+`w*W+lyWCKe)0m1^0r3t$XfRys`#pg|`2A#nlXad*W
ze!bDrN<C1ous19}Aex8%l%ah0;l%?v3l<->sK^?_`0|EkBqR2r!NpwtAhA2NM+Q4?
ziYr>v<M%(DwvyXk9DHAJ(ZkppfInJ)Lr|N8tr32qhU#Di{LfPiX)m<Z!Uu}R+Lhdj
zEHpkDczx0-3H%BCRypOKuNp66qsKf~Af;dMYF&o^A`G^@H0H0_!|JGxv`omB!ao$s
zHxjROPZ5n30<lMm2ykeWD`$Vl3xn7hU%UI~J_RM^+Mt^_`gV|Pd(C3T8(Bx*B6K{<
zLO#EM)Q@U&J&aaTEzn~;?d$3J1orW*rEiIc2Qydb4^@Ep^x--^*xG(lyt#7u#Kv>i
z4dQ&hne77pRH7(R9)$O{qL=Ew#5t00E`}`-f8q|c>#URK9`I_g|8tN!?d!OhamF+C
za9=e~=9TCFxCA#?S+!`Dvv4B7ZSD5j)1E4k-C~)10KAlx47{s&6m{r@Tnua5?9R9H
z=LRE<vropPrjt#QDWYh)%Sbqv`dlI-Axj<Dcs&4@*{fqQ3Iyb~M6KY0NYOVRWbb0<
z+qnB$mSd7j$u1skp+-Gx;!5veFn^EPXQ9??j_Q7Xfp;Pr3;{`xqY9yucL@z(GY;Wx
zPS9{%m5QlWJKk7R&trT@am{LQtru57Zr!2j+~?I!F%*B9X=b>`wL(>6K?J36wy$bH
zC48VXhurQ!fYi4_u4b>F>JE1D-2ZP8D2C|3M?}G@%W_2`!Sb%MlYO1oPW};YBiY+0
z_wW>^*|rIhLEPjvz^IDb)Mtrtih`QirtG}2tC^WCv5AQ~8LkC3sWGfhpZ_j^a)w4|
zVn9@`aK_VD>7DeP<G&I*)gorQIa>rAuCV%&Js-z|=h(O&mW;1wCOjvqn3Fk_#}sFn
zxGc?{BkvRbew^7#so9scrmB#8;Yt<rcIECJL<hG4r<(YR{*8T;%PC!Mf8VoxIednK
zf<jXrK$IW`JX;DBCGH0B!(e)n`umwczake3m*5H~CLgIfH7=(V8-|(ETZ#hi5c}t3
zJ>mI8UU)yo0FKkBZ~Lm4UooGVl5LU3_<;64=-&8ec1;_~O?4ZV2~GtT)fT6JWHNxj
zZ(6=1d4B$>+8I=*Td&+e#4lJ!3<$C}I`1$1`gl%4XwNX{AM&Kgf0CzHQ*DI27wvgW
z?>?ecehm~<agWqQA&5|IcUB_-3YU9bAyQw6_>Ed8KU?lHn`vfl?p@sbN!I_7L<mvv
z$b1cJcDzNZl%*tzd_kVuDb~sNdv}|P{s;cqr4RT|uX2d<^<9Y~nNf4>tNbU9wn-<T
zxEDBZgVk#u@Pua(07NuCLrJ9};};0!h0^Hp{oJjOTw_28EuF5FgA?)?zr#xUm=UtP
zl1&Ro(0AeTv`)Fr_e=X9xF~JR_~+eH=(Yzdo*yR4I^_mUoS~rT+nLg{A8RvnYyYLA
z<Xw;D=D*T9$)t)>A<UNK$8Pq)D8l_XIXPA4=0rebn+pRmqWAAu_;4*TAX~LTBjQ?;
zm-^Xyt^Xx^u#=D?M$*oYt55;R%K5*@%Ii#pLX1JnQ-B@`|I&bhdITCh!+u9}6eRv&
zuxW5aAIhJUxi3j(yJXhpnk<NB-%82!JM`>I9#Y85Gcc@l$T#(MD}yY(%&TFpn=j2a
zTBJ4?pO?%NiZU)nVey;2ggm<z`|MjcnhgpKyq|pM?DDR~+H22vXdZO{DAwK(fDEvX
zp*^am1$6v<up8$YBx>`)k>1;<PVRf?Pm<PRsgWs6BnUz&kexK(Wq}@kMj*Ad!{}EB
zfhkyz*&kO2inNBnnw>CLE;)z-#E)IxTfXvX20*fbw^#&aL(TSLEB*Y{GglgwV%p6t
zM5DDzN-jch9&)8Y&vt1zRq*+*=R(e=pfRtzE^)pjd-{YGzTU-+$9tYO;$w|&L!FQg
z2{A-QZf$A(XTFhKZ+<1p1RG3sS*2Y@r1Xp2?4p5EctF!|)k@Y8|Fp#bmJUnP8Nzk%
zUO)1-=SR5Nl2+f#u0&y*fMZA%X!;lZ%VX^WS!bz#om2`vMkwl!Gp9bsnbT)lz=L|e
zu})*i@dXJcNK9UrkWkQoB1~ym$A94v_M)0^U%&omAv?)%4m@@vm9K!Zen>{92<bGS
z+XzVUG?kxEZ<X8b@pxNLot8NI$(HC%5)x;pqJhHV#fJz%cch+>bDNXO5pVaU8~H*w
zu%FCvC=_s054GDPbLPM0N$7-x+|E2h8SmUnEf!M&;da#1TXq1M^!D1_rI^~_O8c_I
z3y?~fsq@Ak-^4>>ssH%*5Lm&)_l-V)lov;zf0+%ZlOOyWYXSN8A1%hDT7D-?1HBz~
z&2`3GE+XC%TtBl5jEvg9T$EpZQ=QnpUA8h2IUTsk>^LR~|Bs@d27d`nF}u>f8?->{
z(U`y6nnDc=sQUJ;i?AL$VK>HBC%C>9X;@>M@bYEo5$da6IY2s>MhFAFnYug%rE)zI
z+aJA&_UT3dh<S5nrV13tz(r>&h|MbT7Ln~H5p`wOE(^6~z}r!5n{0qGy>rfEn``lP
zLYuu+#Gk(;l?pC7it5&sAU%HqIHpjomeEyw*?u%dD9nhEBE;0LeD9BAHk?%Dy=7aZ
zJiPD3F{<g7QIKO(BVnB<x|R%_*hq`5X;zV*G5+?o=<ry12Zz^vnq{OazhhuSat5Dp
z$k;y3YJl?_9Uv}(pLcqv4EXiB1v|Pc{;Qd7;d2-+tgR(5$m*u1fp;V-RNd^`=6>7k
zCq+(2ql;R49+KO5cO{g$>`xc9!ThHdB?a}ib3x?2%q-Z>-wsSFk239Y{KomXj>}f?
zk8a%vpXG27W)Gp|Wg;WA{HRD4H65ZoEr`XF|EBlr6T7Un?Cs;8KK<NTudBgwFv!9+
z-@@Y2220L2lnsweeSDbzMc<g?bFF_c4y08_xG-7j!wWQSMRgWHfI~Bs!sTcv8|Dt{
za@VB2qAL0B)*8toZA@L{6!vQX%HR)D;xL$V9Kh9MR~!i#YWLa7qos2DwbiFAvy=Ju
z{l&Ar3RoQ{r$&6yp`yoFg)GPx+5Y;fiqXT)du{L#@6Z_RlrbmFAq%RftqjW4HCP|&
z&4@(SiJhK!cK93KpJn<|9`2(T6~2g3HtOeR`ZmqYgkmpUwHe#Xf)*Ta)g>zzd(I?f
z=E3rELX|=BETXkdK38oeE<5vsp$7V)jYVrL!%`HD4lUB%)UG|$kTAxt#$FU)E3u!9
z<KHK+f?ulG@otMup&d~t08Y%gNh0l|8cE^M$sQf+JTd1nvC<;Yon<-uNnyPAhfMtJ
z-ZI_sfh}j<><qxa65x7KpbmhScCRgLO2mny&qKbpMavpoFP0n}6<BL#3U3=!n{|sl
zpgqGx8L`!#96{qz&yApkcKFD?J+cKbBmtu)K<z0>6NsW`#lO&rmnDznqZ6F+6|d=;
zq&{vD5YBuTJ$)o$F!8*!X7}!ezAHx^(+x4()1eR7F2E*N0FE`jOHie%cFhB<62qEj
z)lPG`VXU+5c`B;jF5xQt`fsQ`nHcDSaeB;ahQfDi$Qd{aMRe@JV!x#*Ub0hD&1(-V
z2$0)-^BLJ3?f?J-{fz2vj}hg|@#U5%KRg!r^gAVEDheDG(aX)YFNH1Hsq|Qzqpy&G
zNn5Dc<m3z=g$DGt)Q(0N9aS%g-VgTneLsvZH?Rpl-yHE?Oh@=;G_%LPX#c#<ep>VX
zKcmxs?{};vdE0uk1hO$NBP{Ufg76X3f4BgqkGR8@#G(f<u{O(gWGAVP&7fz+zd3Z8
z=Y^#&s{fhvx7Q9ED7kD`#1<zlw^aPg0p39aT**oOr`$c;!fK8F<Uf7N**bz-m(phQ
z7=!9SifNMPKVXb%>bD<8l)-ji1GX^Q9L0XD;~+`_Q>DuObT47Y>Y@;n&2qqG^C7n!
zvK8>#{oTP<2JJ&$A2<&cEFa}YGq2?T_;F!O$SR^c+xlbVFCFoUGIImGi#v+%1838S
zyLvvsfgm8Tmk_CWr<>v>nu9u#UDA86>7g74oWF!y?6#;_RP^nWa@N*G))L!!U}&v0
zwOYMAE_EJVUHur)XwZ^l#YSr152|SE?>>enX$v#8v(*esl$2Y*I{cy%*}@`6`D{$R
zmW*e=xuq0deq+^c(!{7!W__HI(PTZ&U%+fC9mTRVwoMJD2%wECS93h8b_6~$mBhWh
zpwFNpIpd~Cac*md)&o_RA?Fp#4svPEGBPNin>Au9Io;hH-@GCbtIQ^ni^^{o@n--7
z1xnBZ){k~P=$;OkEFe9R7-^Z@dMRBav#7se+ccfH;7_P_S+V`q75^1D<{}%6%Kkue
za{NQ<h64IJhu|99ItGjYDu*KeF5*#>a(@XZ2-)2pNJQ%Cne=5u&ONrW1_BO5{lQ9t
z#Qs|Jm6KtjJp)8zE0^us)|8pN&uBKLqm2U8M`B(a4>RW7yJpV1x)x2hpCVYwu-AB8
zStyfhMeuY<-y-wex0hBf*JzA>-tn~bZLe5V4vr)M`Jd$uE4ycD5E>m&#mQc5*Ba_f
zT=o%jo5<x7bond<fWl5zp1}fN|KvU>eO|8lX6^y{X&z!*AnxIf;#~fPPakI(Jv_dH
zHKo`{VFfK<;w_2m$pF|%_V|uE^t4-kJMAYTz#Y2;x>A!$(}b+>BJE4<N_CZG3p7GG
zf)+=&g{!2ernE}}`X-%$4+^XQmu~Rm$NH{%O*OUNj`V5vB!KjZ`jzga&?_7AvO6_S
z^Lr57Z1mVWfTvXbXYsJSU}b_;V%eViLaaNR!oKSw1cJa;<<0!}Lrh;RQC2wW7%7`F
z7tGEAm%3gRL<qGW&Kb*NN#I<f+s-%1`fQ`roBRp~>O4AKL;WJrQhL}W8X;`%E~Key
zUY)d<w8iHpnx=}VM@f>Leakk|mRUx>Wm4Pb*~-Q4Ek*%V?d^!o^(rcwaVRJ!`6|`v
z%6<L*ePD16A?Ts%FDI|*%@=B+QCuvpul=@oHNoOjug+BOkfGe#=K1$QB#IKy1fssw
z+~xPD=ntnr?AGLNocZkg821(Wi?)q}^?H2u#WD>(6+b$vR?bzY;5F`v)a-hDb{GoP
zRo7aptpK{m#|N}$Db2)aPg0uE>0CkDd>=}T6bVf<8s!I8&R<JoJBg+uF5e<@dbwz-
zo4zCac2M(Yf?SH$sIgDvZ-sWka)C^shLYkp?E+TdNH^O+o;56hF#H!ClBp?x2VP{C
zTGPoyW&q?Rr-RJOpk<)u1IR@kae@S5tZdiVFRkb?29CSlbjL6YEWl1`Q3XHhmDFEt
z{_;;3bJ_zC_B@uf7%oS3badc+R+fIex!B37*hKP^)tqye<t{8W4Ffy<HuM}WEM|YU
zi@Iu|yIl{l)gqxI#M^-^c&_mt-BfDYNdTa@;M9}{@kjMC#)PXIc?GK-m+{1)yYTDD
z%-cahdYXW-^0|epMrV)9PNcZHrU?H`NHy?cpd~=R_S(avbec@-<9KUKdV5FN&(EkP
zE8$LEp6G4xaM!KkVn~YAa_Y#upg)?pY#es-)~eaKU(?6@1s|UyX&vSuX&XdsEi+jg
zX?S<qyuwLm<bUjyA;8E_pR-+9bK8AJ#%`7#E32*kL~O;=u7m6ffWB9gflJ@o8b_i!
zvhpJRX_ycY*AUDqfbMD2fxAjs%>7(IJnZtrU@!g5ge$BoUc49!MXYY%vC0!x1k@)U
zMZ<<Ya^mus=G4^8guFEWh4H7W5sv+h222nyFXEazn%CK=2bo3jyRcQ-Z0)o1HPFIc
z0>FEXbL@A&KYjadAQAoL3q8S=gZv~7s60S+p*Ct%Q&kBuT0R)nlnx;9<Ok&ox!K<j
z9+#mO3+1UUskEQC@PxAz_Ep09$m-X`_`BOVbvNSVuhUS#2TKl%MUiI;dNN^Z_qGQe
zf%rBD{pDj2R%a87B)@Yk(FeHx7W+UiVe+_GFk!Kzf>ESXF%Q_DPC$~PnGR%&i{J7c
z9Plb?G@F!QfCV&H*i0x!B!bvH&bfE9-FucLYT|KV?<?!>#aoIUfUlS0!Ar1+DjWcD
z$e1WW(^)gG$Y6MbLWE0OvvSiPKF?;mD^O*>6l{{1xS0p&jBtf}-F;JUDI~D(%4E@1
zu{=_{Jy_A_{g|nTVu_JI2e@_EYEi%1yteAtfY)4>LMzcgnR&a_;HFiD^|wpHQ_0hj
zL2_zz^h{VF*|`X@PTAf|jl6(H%hyn@K^<v|_7kq?tJiZzH=n6002xt<jn6h9BRU8&
zH*vLA`v%`)M!)@Z$dPk5e{_8{p6OhTS$B94sUD91VBmkKz?nKmM>!PFN@*7V%iC(G
zwKsL~U`?&U!JremSAc2(X+%vWrEKoF$5BOgP}V_;a>#%1Cm##%iEJ`*vO}Vqx%sD(
zYJfaF#2*TTiZ6$jZ77LZr&d*;TRcw&TeZTMbIU1&)CgCFujH_r;D)v-gHG;B4EI@w
z0`6prN5Q)s4>;1e=V))S`wT4iame``Taa)3Jws>PH<+(er3w;nFA|B(-#0p51qC&^
zw%u3e;~^<EV5=YJ>mH^_`WnXh!l@%@o>vOou9H6<{H9pR+k2GCu*nJ=EPfD|E#X<1
zc)!3}G|s5NC{-LQuCKr2dS90r5hoN@mU5%Pj_|d?N6r3QDUY}BH+6u$yd-WGY=i~{
z$;qfi4AD`ir09KZ+?@S7q;Gc!@I4iS9!U>XuOB7NfX<`g8v3(3`%r}SD%ZSdw^HmP
z{aG`svZ2jS!z>lZIo*ir>3b48Pv`)MatpYH08sleCvX+YR^PaBRFV@$oIHLfD`{s2
zF3UWzyus3pGX7?k2X)k-`lVm|+fia9;rV^tH~YWqqk!G=LO<NkuyC;efz1)42Og>G
zeJ*Q^Mc`g34bAWImC+N)d|$20hK$uflnmp<lOz1K<-H@F8Y&v**kMXjMJ`;io8P-Y
z=s6?;+}kif=bf)x3PF;-cET0bIB&5P;xSR~iIEz&)#5KpbkVJ!fW5%=PUj_VbevA9
zu(tbr%EZmQ<q_Z(Y3k~tz(Bd2aex1u`GGJ3lLt~e=1!x=rH4;MEV}wLU5^TN;r6qQ
zpW->bE}uY11E(rD!qWuXDE|2D*~On>B*Xe&*9NdGSSJ%cK_;>@wq_3F`SGU1x!~*m
zukTZ6Xlb8{UV8CJ*B#Xc_ft#ZEyS8vnF69q08DV*nX7y?6_5}EsEsP-$rZsM8%HWO
z8AVIWU$%?YLf(!?PjDKOEhi6FNT){O09k`!%Uz~d67Nni095sZ=F=DDs>v!^DTc8C
zhJ(RKd=j^e`1!?YfOhl*lM()3@F^kk%8#2jIqfE!-N8_n6!#U$A_y{W4%7k@U1Ghr
zo$|hZRmWXCp{PltoCPK6by!yVixs(qTt}%eS`ytzZqK(0cN(x~r|Yzyd=dHi6B25`
zfBUB()n78hpiELHQ~s@C_2hjJD*@UJ%ky6eI+-k9deh4b8Qo0tfRX}(o%|XFh{<t0
z_E08J@NZU12_SVkWx=fgY(Q&gCdz?yKhS78nz&LLCK|wGRcZ#(MOb#9Ev$jT8s`dx
zlp)p-VcCK~7!x*JQDh-{iBZr_6E0xA33)rvNrILeaMs(85UZ2QkjBQX!NBG&80Bdt
zc_(fjG!5h!X;D=-#sZR+!&;wne}Ns9Th=6u+$HYJ;qHt9#6XP!p+`>Y?xQL5*v(Cx
zug<Ie6Y8=f{^A98Ws<$4SB3MOQaF#Pfv_@*c0dgT<YRWqzwaX&ay~^Pg_2$JL?bu9
zq+z>i)-ktd5u)ukQi!STFgWv2cq4dW0nUnQJ-r8LGrNUta-qHDd_k`R$Vm)ZT_r7b
zCx8{ua5WAT7^Gs9<J%Yna~m#Qwop-c6p*hap{i_iuKys`2styMhuE84(B^vo^3nC-
zMhSxnhuw!8W;FxIE1oyPSY?}zyuTyQU4N1+nUXF7_&@;e^WJ=q00S^G<{q!gAn?om
zwNd`P3)u4-NMr&;ox2WO8uZdXMP3OJ8tncO8r<$X9GHyN-REaIC4IF&mp0!L_4FL5
z4^&j{(KxKt0Zc6b09or6(P9TN#H4N8{x{tW{$_f(_v#dG^V;}ZQN~<JUD?>iVJwv6
zEGRGrgF$o&CLSdq6$!l&#rgAnxkh}r2!B*>rmJM%K)evXSaRvgl`EE_44hv-3S9NJ
zZ)-QK+;Im2fd<)HNQr~^cA^t_h53M0?J>dBUtKZ=#xX2TMnsnlIVAGWX#M_8WBV!W
z)fL9?+elzb&n*mb>l86UY+T&mgv^4&c)eO#>Vgemsos11CaTv%Ec*Ce+#z#%nF(Az
zM*S)^v6+g)^C7Jf02Q&RujcnC((4Cs5I`6|{5JzeNzU&&JNx5!vvGCk(M8089{ok;
zEpecgjVGwkK--VkXV1MkqfWHf>Fv9Es^X{F2!tgG`EC+1W_6)+`nfP_i33!&+5+0v
z@3cHWM*D3)cz*!(`f>4LrMYxp<Wu91a($K?ji=k)gqhAta{ezBB^R2XKVR3$(<}y?
z)RTGK%>)ZdY5vmx{YuX5l+M597j?PU1);o8+M%id;LP(sX|MG)d~YSKoW!Bp9xCR9
z&An-Eht=z^SqAL1>!2Yync?oZd*R-b5T}I+)qGlNo9%N_Rwa*Yzr5)L`E;w{hW%;?
znF6;?g<wL^K6Sc079_kyZ=O^EQG(OTn691~UO%d7=k4(Q!aR*C)9iOooJ2SDNX9#{
zyep&9aK0iZQHpx~SWXQ<cNqg#o3GGhKZcfXR~}HMGIh8V)_tXvctHJ0o8%UX8H8iJ
zc0Pf}x3+m{*i9RrG;kN(TCcyiR>yB|_l;p?ffaPTO1TVh2nyzli9==1vMYs;e;En$
z8%I&YCJ!N)!(=-%4m+HE)L>}$`}34|p=bc4Q`97fw7^^MEtX9P`W=W-P*G`szy`F2
zq~o~#n#7m(vmc~_KIiN$jP>~8m!j$mzj=6QbyC)>eV;fu=)CAS<SkA4hx$GfnJMq>
z+xqvDz<xJlUmOzsx_r$WimL11kH45c9~9z>;8b$%tUTqt)k^eUoAbk%2y{b*K`@9-
zS?M?r5eLQnG@%$m?_cf+K<oqV?X6J3vLPC%50pxdux@t+u}R%^QKOjBTYy9j@%brD
zCo-6!Ivd(^TKcwcfXcfKRstOk^yH}7fS!IVg2>r>1NnM7uTEEJU2{5;A)EJbb9HMd
zPe0-(xdQ%XhN6d?jxo2`>%CW?RtNrZFP*m0JqeiN3+jG{!~~SrA1R2kYnmjb@8SZO
zU7y+;{%1DojXFeUgWXmX^I*nP2@67+<v(ZiFN^@B5=K4A0i?<^9ys=LC6_Iv0k05X
zQqdpIE%op$i`&S3Tj$gO9K-g#E}zYg&wK-D*IQ1atzH=2h(5r=FREK<GzO7pzmc;e
z?)%5oT#NQS$j$-3+yPubX<*b)NrPGwr04n`YQ749uc}hDWm^bQjC<8jM;-bW-U(kR
z>WJm&fl13fmQ2nt=<&mV|LscXRS-fLf-116PT(>3+eqqy1nHlynxK^~=sZNczhmYH
zEFiY(UlO%v#Nwhjz}?fuV*%;}Tdkga;<UHw&dLL$6`oj2r~`O%{w*?jn6yjd(H3>X
z&M=+*2&OWwUR=MoS6uu=H(=eSwKLb5-cN#0yx0h_?m1FnQ_Y$SzLuD$mKs;8KgdM=
zJKv;i*xMEVgvZxE$;tnhBfPdQ$xsjo53Q2<ScnuCKfi7YFXD+P#fvjN=Km<ofN~uu
zHaX9t+WX}!VfJU3*UF<Ibhgz(;9CUJbwzjH$Aa?sjJn?g)K%%mD2~GOFZb3nqHu!w
zhZWN<nZP99&6~2Zu_-xkp80KpOwqN~U-m11@=iW6z&~^2h2BWRZ}4LQAlA-(4t{&g
zT3|<|zkd1hW&gifFTg+9+nF|D5Oc4PeaJNjvN-uZ+jqow&i}si;KActdnOr@V~KWc
zhy~y_Whf}PgF8p!-Jr=)MI#`e)^(RDJF~g{wKj#Wlau5Me?SsoLlePxu=#xK_FVd!
zUjD-nZ*cq67NwpkQ6C<jg8TkDU14vEgJdaSV{zQq7@nvN-9E}u#bbY}#P84vO7}sD
zj_8C7g%<5vIx8<Zk7@jh_bcgF4bdDhO@@D930s}c?Sf)<uOMJ>F=vnShU75v_D<mH
zs?t0z2fepxmnUFzuiU!Jo$6Ypira$jK$^@_f6*9O_N~uqt$LAtiy=PtBRwHP_QQ4a
z_>%YXn{|(3WnaP-UQtF#ZUtt;m-3WicWi>9-$q5@fxZV6Y&`Nxb3Um3LahD764%(8
z=9in?pkgby!b_H+%>hXWO7e0&oeLm$NCU#;hHEy84J$D~-A&T{HE@XkFb+V5O+3q5
zC`=WlnggssKs-Bp+Lze~aT9s&p68imZXDVtr6&i=R<f*{O8+NSpXsb0Mk$tk%uUY*
zdX^^qm7E(Y;636SEFi1`;})wlaM>^7&h;QB>MM1{ee&@y)?-eqd1|%nRcfsi!Qt()
z{P_C1hdhY{ZCqG>QshY%?Fyw2nws~3lh^tcRCR(X*Bp<Dk#zGGQQNNh_aNnbkBQRH
za%!Dt&)lXouB#3{Wj@*gtP~i2&J-dvKh6cRmj@>&c7Zq9%#{U^`risNoeCgl{i3k&
zl|LU!!@^8EYkh}B{Ao+eKi&kkOpe*3b;t|NRMul;eA+$u9~kMsI036aZfYl=rur#l
z*XI_U1@ff*NzP6<X8=#5<MBA)n1d;lIxT0X)WB^<b`p68a(o0DD(%CZl6JD&sG2n6
zD|0PG85SAEP?#z`CtOnJ%3UThNzC)#k5eR5%)yDcK>&KiyiY^JIyn{N4_$=r1bXsG
zN7!m|ef>$ew>{8P;keG8Ex-i^FNXg0kON~B-@|f3E$y%ME}jdMn18Ng0X%<C;5?Lw
zKAR1P-gT0+mW5oI#%$^hr%-oV6co$=6-oHtVx0?<h7}mJZlV1*knICp4yc|DB+O?4
zStcKFMlc33V=_}$&C_pqPgZs_4A-St^X<x#j2m>KA{Q~ibkA^!!U>y$hF!_y3dfZ$
z%?c2SLMx{asJ{AOkfz^fIRJ%sl^Bl|TEpF~6yUk|w|_4CuPg^RxXI`)YmnH7B=Oo`
zTTOG{>A>Xj9b*f~4k(33^#XRuu`3o0PzN234@r?gg7;NZR0#kA`*2_r%3Rw7G+rU7
zfP5ASv@}$t!6b&)10;{eou^pq?gM>b+j4<+0mG;87(<~Bq{>bpAd13$Rt;HMB=U3U
z9Mm5@%59^nldZ_tND#7Wy*828!s-U5fW8FTe)F?{q2$gz0PHo_i-R>@9{ruzqGiAT
z*lQyWap&#v%if#c{O16slA8_39LG14aZ*PQ3iqgfg0&x<mU0An=w>cPk*7Lc3<sZC
zR@nfZ5&6^dxQ0|(6Y$|dJ{DYOQ2jRfzlAlEnvWkB*Sa^To79=+0zN#HUP%<+J!NI}
zdmb_eHa&krfA5=r&`4nbwMuJ^!xbylC~u;GoI<eO;*U-@nXZoPOtKHZS~v{1dwUE^
z91_5rx#(aX%@NF^Ku|(oVLrX$4f<U7&y}7wtVAZ<y!8-hm()FEixZD=qa39veHKQ?
z^9LwVTV)#YxSbEbCV7ioJm@%89WI8P4WBn|=G#5tf7y)H5EKmpHw9REw2dW~D5#PE
zGCSGYhjSJ5pVJ%OJCuoN+~<Td`$qs~eBSGzpj<$mo$t;32&wR?5Glmspb$tM)gJ9-
z*RIJ^M6f4iQ{~%@Up_3~kBag3o{|sJrN9H)QZ6X-%Ff)C0P%zZn}1pksaHWpMg|aI
z+JSG6209q*eE4ALZ(vyaPFL7!C{rGJU7NU;Zv0=!JJ@#CQrC9#G4~NP<X*q}`&uK#
zYaVVZ!+;I~W2R+f%&I>CC5hnjWtHU_guXp14AqZ%rhhLm<}oeNfwC647gL0e8jG@T
zonXEU%2$sLM{@m1_dC9R?Nwko%y5|=*8rEYsA20VadF5Pa*r%ND?lZpS?&AwJ)g7^
zD{Nz+#In;MjlFsfX3o|R(HrfIToR(ob26dGWUu4Y$w00{cSbr03h*HCnmDgB&<To2
zY23d&6zKrT?iMXPW~g;Q$j964*o-S#^`QPkO?3WCO?3IUb^x4v8sqDKHUu4jPL(;P
zc0$G?fb`!<bNV{NPgqc-bf{zd9RylUq{A>!x~2xKc<t737;qRVb&6EdFR~J<o$5{f
z>akmFsrXSslQsZ5mah)VEF})yXX?TpthIAE4wow^(~be>{@_t8=lfE_GH~rVzwk9N
z4lIhKa`5xZ_elE09LKjWQ^j03;nXTG6t>5Q491FV0XG}4Y4QO7h|HCAZIb_3VLbT&
za?qT0pJ9GsP>aje^N<4!6+1$w69`o-zHqM7^(}r_MRd;52@7$(eEOuSrDg6O5mD%O
zXvifXphp7GrT4G*+p)2+`5<|b>#-7tF^o-lt9}nkT2jV%FU)?^K6D+>l_-0b>C{kC
z0Z|E+K#kw@Zas&VRR8y@zU-qd7Qi4_f&#~OSjWJ41DnvyZVwG8z`$h_HJ1!s0P6+z
ze<Q$y6+oJHidy_pI`GDj)8c=5AK`m*Gq>!AN{^{9iViB(P?^`&tM(9|>I4sugaUuB
z_=A5yK?VTDHkWHzDqalSC$0?qTXp=wJ^(;B#5tU%?_N0=CykOk+|-lU8Z<<stw{dq
zB|(=i4HlkR&VPR)zbUHL&_Kk?dq0z@*6s7P+ESBKV=h`gt*rpEnTdf+HPE7&FHQkp
z7dQ$eBp}v+N`sp9^$p_c7lbx2g1Gk=uH${z!^XX5$axeQxG5*Lfh4h10ZIB7!N>l+
za2gAQ72T>LIM^C>)l1VB$W2cS!)m7n3>K~gN(o<px@btQZv3xNN`PMIo7^nZ21C%@
zgBB`8ok?B6_vf+9fB$&SZFy9^!Mh^uA6S*#Yn{H;#w8(8f8)60-X!0%BmH)bp8>p)
zkhAd^QatrN2yKNY_Een<>CM6AyFiT$Xi@~ueT^%j)4r?kbx4tJ%$)%h1=#>ldIeQr
z0ySo<*!Lu;m=aW7te%3j9#{dSAO2N)!<9?#<i~u_5NSz~_(ebEL99F!Shj$wPwgh&
zm3FzB-@$Pmot?r=Ew`e#Q9y^kvBzT_L_=Mu7TO>?W@>);N5b1`Dt^AN=KV2U4+Kc>
zVW}6HO%)})1+}7>yP%pvzNXQftSq>w=W4iNRZ$_d7gn91$o4b&KV)QiMj^rT`1JHG
zMsYMjYR9y0i%BnDnZf=^l&;dRKmk<=p=k?=z14~jUFy7`+!**6M<lXTJ$+MgpZm(w
zZSGnioeSO?_N}8ER}Cu3aA=~?RG<?CX~8_dJ2x@oK%4-DoixXw*4;Z|Vrnunn(S(R
z<OjMCec<1Y4k!4IE9pT;2TwG!39n`pFWtw;sf(^ClJQubkVX<1y8*CC`v0pg`PXky
zm;7fRmc}hB`_gSdCjxp{6-TPr77n*P=2=KP`hd^@9sK-Y3A0#tGrG-fn)vG!0h898
z9RVh__h+faKJC&DiKCls%jfM2B3@Ea*yIGC&%fRz9bb+`fRomieHyNsqNE4$xH4hr
zXh7U`O*P{~q=$kS6M$S$UjX~Kw#fAQH=!Q?K`K{PGF0R7e_gOlK)v#srJ6MVt8c#J
zovCL_BdMU<9C_*T)AH@87;r0K7giyl^4ev96?GV_r(ZF7CPM?=>(l=dxcfl8q>%F#
z4CFvm6iyy!f*m>Xe)gr&m#xBmNe${tp`;St8zFpOFP@i<^XAJDe)amvNeKTlQ%@@t
ziy`ijOWF2(iowvbWOh5w&vk53X$$Z_3)2CxM55$|1<#A6`v4Sc2UY!U2ah;e<#&>S
zz4!L(o>78#;sGYsU(WGcPP?AP{mw$(%u!~IfRpB!=!-j`1@1v7=xh**WpD)UsmD$~
zgg3Mmm^B#z)CLshON(Go^qJVE!xqSrpER{+5aU1n61aObEIoWUh@sBn<H2lWWkMp6
zM7YkiB%5EQPcWw=e`h7#^+kJBGB+>w;s@KS8V1%ua;Z^res2y2w>}B(+ZtSo%Q*Y-
z=;qS3*qT3y4mAM*6zBH6gAEdv4vvan5sZxqpyfm(*0p=uug+yUd7;4=yCC}NUh+mV
z0ddWJAx;eSBQ21o_IEaQekh3rc2&S$JGOCe!1cCbormyzNxSKQ5J5aGI{K!`vrqK!
zR7ustJ>os1+b0Wii`BK*sB!(@R@|?R`V=dY^baGQc8R#*8n%Mab>>8I_hMDaJl&YK
zbGki!2Rpev(Pk1k1}sS#9Ub>@=<6X=nDcfMjdyTXutvuTzsFVMdrqEf2tsO3iA6p<
z{<S#qM~9pDW)F65Jk=y`{rS-tXchGfRe`uB=+$und`g5(>d5Lc*yO-+^A@LwYn^IA
z|2!WGz>E)<t-P7L2RbzSz`GO%>XJdREbLbz+-PeqPApa3%OLN_=2I(!G1EOToPmJJ
z=MuE(o=X&%L4tt{^H~3}G%`wEPDZC*yPSw0a&!^61pe1llaA68&wY35V>YKYRHJV*
z*-2uAoEQ5y5LNT>O+Jb|g^u$Yh8evrd-+a}V&~<x?KX>#I2SaYR<HLD)o>NCrH*G=
zHPs9wIlj6a?#ClmQ1ajf_#FZHq-t!-gUQYwN8IRUtv_RN^ZlE~?dc{=W~Q>o#E}b#
z+Y^qvEA!xs5I+oTP)};lU7xvdoc+ESa=wE7%FmpclQl&cvzqhF_V>Ze8JHKgrY1!-
z-0S+Kw+XzUrPGZOhV$UXQR+4}@r@!YFQ~5d5s->72To4!`Ss2Px82{w`NhS)Fuq1G
zu)-7{OjYOh`Rpm=RM7NhAa%H=i%a^P=EY|XKExj%*`lE5fqOw=gH}@IG9kEXd!8gw
zrg3e2IDczPRqhI)Uil(_u5zZ_EpM_X57yRV>Zo0gnAlymFf3nvmE9@LoLf}%1N<tB
z+H=i1g7t&_quE|&;JwQdlSVdwUt`A0%|!Hmk5ai0^^21>JX|mn+YCZ<3!0pM=UTd8
z#sU1{cSKRq+VZEZ_7xsT+u@;1c>JmBU5SY!f|W&vJq-typkb-*gyd^5q~~i^T%3DD
ziCt7%R3UyVB}B;fNl<9m&O0QpC^A>hcYo_1*stqd?n`$4Q7bQGLs|+G{l`Q^UHV}-
z))TAgxw-0EIg$PSdAC><L6C0dzlTHY{pL&6F)+yEt$$X~E#-gCKlPO}npIA8?sXva
zj72Kkyy!ULrtj=Dh9y)j_D=ITXttn=Bbk@fA6=x$l|JP3v0H7Xpvo)K?rMH_nmSj#
zE8rbxhYx*iq6eT+W_1_w7Me9ZycN8So4vf_&)A3cCp`znzh977n_U33muuvFSeIyY
zhVLeQr7&Y(J!qU5j75Ru)HxxrWAwNInqGV%x!_dRC-42GLkwoVaJ-?*kB{uSL}aCV
zZb1R~Inv#Kd+&wYJ2(vJ%@nHVma6>zjW(?E3u*M&u*&W{`R?@g;WCZyVVi<>Z(WX4
z&GcE{?IgN|uvC<NEjJ9d-hu0J?p@>?&*>PKa9ij}?IRRPC`|11iDY-mGB}L*sXq+f
z;)k{tzQtnO=P2c`G~&V7cd*bsuv79%CH|l5XF-!uLInYZMqnkBr=H~>t;Y+4j$!`l
zS~!gc(%~)W@@eY{-`$cAfXm1P2A^NfOn<dMTfdz;`M`#hZoM>0$PFF~sjwP3acDsl
z8?LF+n7UO6stVt2I?<P=rAaq*DD`7Y<M(vp^88ax=k<n^eIHuQkL7Foa&~Cr%O3r<
zVx1r3+NECdBO;n`xE=?*RlG|7cGGrx*7m6b=#Gy2zNWv(2(>AQ@;|6HG#qg|talZ%
zJ~t(ou<^EMJfFpPMssPD2_NM|s&gWJ`i)^Swga1UcfNw)F*my5pK)~9;Wna{`h#p{
z!0y|a-bY?a=}@3xFdk$ltgbVi0TBZ1dM23HjK-X3sPNstL0r)*5|Fyv0YtOUvJHKi
zcxXhzIEtOO`_W9{JDU*$_6;UI{&6etvbKp%x+7JHwm`0?YmsN_T=cs;BbChk#p%9q
zaOochc6akO`0qI;y0+TY+T-(Tr<ZLu_u9s4kHT=s=Z6<?zfU|aQP0h>{+>{9Rp3rO
z&@??#q`2jVZ8^u$YK4cvo4rAFkvIdJh(Byix2*QI=g>#K-gcj72R|ib|GCffV6@=W
z6fM(({({4hB;xQN3441x+*F&cP*r7q4H_N+SBN6Jj^37irx8md!Kz5}TS8k~Kh4w%
z&B?=|85MmqmdLH4p^=Vns?-7sY&MXbl;;!QkSkSGt9wIPA%+><%DJ#Mp89It6wS%O
z`(lN$!N*;UZBoI@i<-$!+`jhQuXON+j^p(!gVa2OfTa%xFoNd1js!xHR1}LfY#Qa~
z6o&Hk3zOW-^FfXqWV%h5=wS-j{8`8X&Q6mf9y_vt53A|uG!O@{D4W{bFuP)>vGedm
zeFV_0Y{xBHrQ3+?Jh~bhfnWk+x#Z5Lwd~Fl@9tPhC?nU%rjgqXJ)kpUjy?HWj0n&&
z<zUGS#wK~tnFwQ)bPhX!^%5LvJbc#{#o|y4n(#*ht^UV&JD}20Dl2tjBN^p2#pAo{
zYBOhKR@aQQgWXH3u2#1}dA;lw-xxdZO+^(#Bs4XqgNCx|OG_zx&E)cPpDEkHU{}tT
z*qde_wmEgYu$oj%$;O23hY>u{S-0Sh^RtVZoxSc%jtlBO3h|MGRUDVz=GN3Kjk#{|
z4zx>pg^rKbs!iQm3F;gk78@Atb6@o8>^%>@{lQj!$!@NwSgkRFotIY=7zwc0h2)H%
zvU0UI=jWfNYJrX_kzjmK$;+1~X=rJx@lzF*Hc^*|i)-WU)g9h(xeAK!Z!=N)DrtHR
z`Al^I%MXrCGuJ~cmdLK#!`zBl9MeLhTiZn~Y3XQ~{qMo#<!)XyA$~Jk=<)Y6;cMEY
z0%<%g(P4c0!c2;?=f%Juy}f9!3GYWhAB#TEg3~l8*Bwexz}Clhfo=HHwGaC4e!K%O
z;5RuRAgEtgDFbx|3`9<fK~p|0jpMV-TlPSg2kVc#WYUSguH#;Nhb)A-*Y6ME@h5=<
zCA!Q#D)g<8nb=vc$ySzOSQ@6mlhK7A>nlZq-}H^cr99z*zTu)2pU<`Sf4+%MmtO=r
z@yTOHM|4r+-XWNUxSd~Es0EnradEu9rp}EudXUU)&RMu^4Y6Tt)Fk%;pDbu;;Fmn=
zf<fWl_;B7-%l^WVj}-dt<@J?U%}gmKqJ0OZwq-=y5W}d(YklFtlB{_(6($NJ<5aTu
zE6Vc<8y-3fGydqUJYT`Mq`vbwKeEydlZS>YB#uOq31^yc-g^HgG?a3HPdmG@*DTg*
z{@OhH(<x3thi5EADv>5tSTx<+N1NZ&j^v|Ahw#`dbaNvUe%cee-Q;KaZmJ(`=R_eE
zwqDKa;2)ma+lG$H4e6ejRs9uQ#S3Q$FOF1r>PW06&yMtQXxQTzw}oq)d1@)vkaVo^
z4FSD{;4$1xsB{=|u03~qvXEyV`G;KfM+Jdb*hFa@H1znf-9$3i(bL;WY}%h?J|rM0
z`>(o?@>&DTc+fh-l8daq>#=O`_?L{j+UmJ1C}bJNXH{P6-I6=YgAC`R7qOxewanKg
zdAb}$y~`hZklZSkj~484zbz}&jPGjDrJCB*o>SQ0V$zTjb<FOv5KHYnWkj+Bawf8j
zX7R9_3DfLp)RaSO_h&xbZrT$*TnK81#|JY$Z!HcZe)?pS2qpor^YHYQ+kv)S!yq;V
z26HpM$pO58B+&f4DK2g7z|~DCnCsigp_}M;CN+*Dubz3cgk8aXde|j;h>0oR>779<
z!1X?yqF^QR0;4neWe>~E^!`m{mEc@qi+M$bNA8j>=>9F%-#1!>$Gb=5<!Scxc}QvE
zfmI4Vhv{Ga<SXdy=^t^GUm9qYdwwE;#6oAqr28L>P8!_Q)Xq{<=*CT;UMTaBmL==v
z`J89ReWZRrAc^_=>KdJA?67<r03^129q*q@dh<>`MJH2cdOt6>THV#3L{f>TwUrAB
z+WRDDlV2-Lk_?+1YN*nfI2gB>U;MctmDk_jpWRhQJwK0?d{X-%dHpT5T5s#j#q&X4
z3Jg&IY-Y~xggw6mHUE59;Zzd@I+&E%pvE0)U)Q^?wN4AU{<&i2nmS4<*Io2{&_#2@
z`9SYIp4P*DNfj4#o#0!%ce4xg(HtCyqPKn5$llmxY$ETi?QmXPi&}$qZD@g>u`&JN
z1q+L54dUFxs&J%1$r9h*q5BcjN$JEClcJZdb;vCLeC-{l{wGaY@R6>#pixa@b(J^#
z3g@oj)m&#(2S#hO+%|1PP`>VAkOW>6Ue<7QWPvB$H=IEk<p9$*r^$4<oTo=z6~HF(
zo|5ThwX;Vbl_%cSzreloV>eO6vHtd4^OUvY2yoOKr9h{$CIgS7Ew765%6t&iv;YD~
z*5%Xo-@l$<5O^NY;caPCUE(1}EhNOG<K=adMg8z-Tg&Xib9@V{#pW}ELRAs3TzmWd
z+~qHU3{vLBp`jE^GZX8Z%2$gn>{R8Swl`A@+?q=(pGupvFKugeyCsCU^y%6^JzBtt
zT46S^sSO_$C=St;*w3Ehe6H%^0)~Up6Z-m!m?hpCoS6HZ$_vyQOximZnOFq=awP%!
z`io$$;%3I_cW;;_Lfyu_+(cLEJ^Uxzmd7IYMkemhUYqcI6hd8<+t{c(lPV>jlYFmV
zi2Ve;4*OaJ;w~|N5$zY-pe<$ntZF*N#Kb#i>YeFGse-?cU)i$fq*n#=60;Md*z>e`
zd0jHe(FbXmD)$wq{#*^@khHgNx$i4U?;d~UGMgk`vQ^#Bq!>^>bp$Z)l*9+=ZIE~Q
zcTn%~qT?23XYYZbJRsc7sI8SPvq{Aam8t36zSLXmCbqdVea&ruNiDa$T;C?e?Pa%A
zlWI#aQNV;VfLljfKUd@7zFq$hzgpz5Pl{&2R9ll|lcH1uiNzkVq8>;g=&kQR5LKvg
zm>|PoiX%KBj!`k{r%U)m+5#&H)E4yToKaPy3_zoR#D6t7p1g4U&tIPh1s%Kw3>Fw8
z7Wj%pVg&~4zult8!?OhDRKmeTnjB)c7`dS3W0n-x?zf@~1(&rA46LgSVME<qqt$i`
zeucgkIesNS<r>PS({9^&!p#Pvt`_W-yb=P7qM@;FG;)ADqTQFy+Z@zGzcFCapv=2Y
z@*rIilB~aNb&pq4YOLY%M`{*82LX#<oHQ8m&~CT4=@Ol_G(tU>mvbNFsE^WGLX3bf
ztd7f0$;GL$q?eXnY8g2Bl?F&SgTT{(ws8711G<K7^B*4WjQzt@b>#<Y3*}&qZtiY*
zwf;eO@Kk*tN`x3ZK1;{OT|rk=$_(6SSnsGTM*(0LNI27ZMq6Fd(eM9SnT<mH93Z~I
z-US7po67{pHn2F9qZEDLVX%-5<*BtjzW;J~q)yw+EZ?<TL_;h4oQB3lsRyT|?Lp(;
z{3#({V!CTPlUSt>>0;qXu~t6HM@!0Jt6+FoRNFu!d#_eTbT`Wo&LHpr{i#jn6=%6C
zVd}#Y$kc(TU6qN+g!2!1`$;>w<M}4nKToxep+aOgm}Ul}_6_1Al8b0+&~wqgW2ks3
zL#y0N9`N`@WknOy{j7P$w~rM}dI<xK_+M^!I*x=GXv!BJ{~A9{L|lTsyi-3fACx^|
zxoAA4Bkb<8tgC!y;n7_%1t_n8&g6Ni2`+r5R)Wvp)?U+xwRF6e7bS5?!mKt6gGw{e
zQ-9Q?`^wL`-n1#Lsq*d7b~C~R)4te_lUUY?@f9B@=8cZnsbcI;-Lv|hU>|W+s}NBn
zqLq?jVpwKfhw^+H<5ah_!pXtW2SzXbD7Ry?UmUc@q1&#Q)})PW{IC+fhWTRR`TOOE
z{@)c*Zrt8#FQ4&UYH+VYJZ^1Jv7~O=W<Ju{UMVC!n0|EFewB?`%)Poq2O+%NuSI&H
z45=>2?*jqlxUl&f)vIRtmxH&|c3!+9*Rv-SwP}A~Hh%wjdxngx+ci0|-8Iq@&*r0w
z-N?zjf0>Y!!$8-i)%tm)R-$TM?6g1zRx#U@a-X1Fx&g~l^PKLY7~pv$u{PmaIEo+I
z-mK%DtzXs=-{$Y#Fj%pu9Dmr1B}@#W`3+W`O{MQ2&$qn*bDDaz!0)5qyHcy7Jg|%N
zrOIB>YILPgB)jo|<~2h!O~1Nj<?~wRCW2jRJkK`U*e4U%nR`C;cVkYp=~s9%b+YAA
zIQ%hOEvu=4gFp@*A9(u#8Aj!G!6m8}AI}f{Bk?Xyxm1MS)=Kmj!;0^wD=*e<j($VS
zq98G*hTL@et*KV2&%PJR!BIM!hK6STgI4eycod@zjl?z&Hk|Et*Y!5ruGN8bOJ24r
zQ(jrOsEnK2DJs2@6fIBgGlBPFgc2J4v~IL$6D~v{$+b5Wt>n~Fd^;Y4=c`3K!`5qJ
zkKQ$8&n;3v$f;@@Yv-0^o}T>>6Fl30wgQBjorG}-?<@HYg||%59yX%0Gw$D+pR2r{
zlQzrlao+RZcrEc^_KJ8I^9BRuNnAzN{K48{Oe7+*!baWH8J0JFrO#C??yIQQ&pg&K
zp%Fw0IsL2WJpn5Eb=fj83n2+WmDwGuvXj?!6L=Y_T`BIh)zQ7<I-_`^CQzyqwr(P*
z67OvOC`%WC2$4-kWp@Uc|6>CCB~W!C%}t!fhwaiGxQ^q22eZtNGMkcak(oz8$JLGX
zCMHILk$~g9r>N@-sIF~!1~Zs>PB{k2N(ecPUcZcHd%a3u3UBo7!k<5v=l<j|i>OEP
z?Yy#lWvug1zJFt_2_<R84GIlG)RuU!Qa(qOK10#%RexsxZsv0n6OJ=$R{6GR{4}6j
z`I9r{C#1J-Nt0iXfiNwAdkFz_2S)*?gR~7tFYL*K`oW6)bX<a)NkPrp;xyYk`dHh$
z{5Zm#yQAs;PTtr;#fHEiU9)=P?Y+eI+HA}2_wYpCq4?+;pa)zRpV<Ijg4;-oBw=ZE
zZSgW9!emqQ|0C=>pqlEsHbW7xASlwM2m&fnrD*7ag3?ra3B5<D3B8HZq>D<CB1Mo6
z(j+vME}cLkT?J{Ow;&Lhlj!&Tvu0+kxohQ>H_5#@_uO-KdG@pS9`d0zL!#1K1a+C#
z2vOCUSkAz;ifMT4j_kR>Rn=@Hl#sCu|1GhKa8~fk{e>$(9K1FiWCj7%@E{Jylk(1)
zGoG?jNayqm>Fvw?iHlSV7|nr|w2fi5BIo8T_1c3Ul1%;ZS$nS9ow^GbpSY|^z{t-J
zNX*o|>Uom7kp?g4gU(ea?bM-tvOBCsen==_BvHLc6Lz^(Px;zEfxD5_{CZZCTxIa>
z16e&}yI<Lgbzl?byid%pbR524sjzAFQ8fmxT{h28Um7LEh!<cBJM$HORs~cOAMgSA
z!q2aCp!TIgN#>zV7^q=Y1aQ2e<x%{?R%Vc*dXjvZ=G)yRxcNb&aO3v;{%-B@huGNC
zs$mAR#p9L|GmjQQ=8Mc!QGIc-qw}a0%S@c-sy7%?yD(z3H+J50d|X}{hFxW>iNYU^
z;<xIj0<TY{rnRqh9Il@0m#kl52q>BPQyH)R;?!wLOGI_)(fZZ>#Sl8j(Kz`mljE&N
zn#Jt7LB)Zp=7!tlrF-oZ#_Nd+@ZSt&aQqQ(ijXMV`Ks^}yb1U~pWfOd=X6{(hOR6&
z1Uz;;>X#8$znSxVoN6&!S|DA#1NLkCoh=knv`V3t%WKIqc`2Z{dAuXNJ-g!(>um&7
zRou@9mV|DMs->zuSdyIE8T(T*^2DqG`%?nDhP~h5x6is&S)1vjD1XwW;g6x0GCWDS
z)*ACi%VWh_Yrdi^Dj(zB61$PXi!sx}w?Ub3ob6-NEB?;adjUd+4ecAIZ?XQ|?8_5w
zhLV!6iTaX_7%5dWi}aM(_PvPn$+q5|FIY}?psg{&S7-80Vp&(17V#H1%&d8;Z@Cqs
z*Xm{p_+Z#q3vwFLa7Y(hPn3LYJ~|aWv2f&kVAyY)3FoS$=I-VyfimTOTwANbJmIP}
zK2+<FY~7mBR&DTJGjDk07T1U|!f7BIG4s2G#DFIar3zDHzeYteB)j}MPyv$^in0^r
z0Tpw1xm4>f`L0-+3oL#LNOP)?*XFNUNHQrGn=(%PUF}u8wI2{;H3^63tLM+uW!Kg9
zB2Kzm(59%g2x8u8%RXhQ4bH~OV?6j6L|=?3T_5!rpTFDB3g?0wNaTBbDnX8Sl)OQx
z<<@Atz?-QT5TKFs@~x@3dAL}HWZ>$Z;sAy^1AWYn5*^*x@x@z&TS&Gzv$xnW@BXzN
z$yYQAe)-mo<3S=%-(3+|%Q`L0QUqRt_n_{xA3$GXq5YjQ^MR)ny<_$Gh*cEMhycRM
z@P$!Hx3#qk!IfdOGmDDz64Ltdy}rT+rU%J#513KQbJk=x4vw7Rle=z3e3+g6$?<;R
zBdln>oa9Y8;9ASj>Yv<=vX3$7t;ncv)cRA{U{KH}>+>AES}Ux9t37-gSF_~TyjQ==
z<wW#{S7g0a;ASol2;bQly+ik3o?G#Bm{draAEZy;@!76G#^@y7X~rfmG)5pf7N@!w
z<=@{H$0l6D{4ke@whdU_zKPk=U76t<EYCLi-0wK8dx9r@6$BD?e1M|;b;`EgSMHb3
z%0%DV&IELN#ryhhUBRBQn@ls-xQy*(!HG^J=D|B1`d)cwT6$kOyv*DMwJJ=)i`D3Y
zrS%15*+i+dZY_7#58Lc{4-@txrm_m}z7sZ4rKM{7O<a_&XGor#!9<98;BA-4Xg;X4
z9$CFN?j8chpSvWf7OI;rqK18S-LL%W2*=1FWzF(T!6_xadToh;*PV3}ed!vSizw}a
zmuhkw6EohoR&W=Z)WZ?Y`uzB)o$B-#!B>M18ML{D2G>&q(!1zQ8!k0?!;z;T&=ce{
zlQ%d#HcB&W`SR3*L**!6FDa&F{&?ACp)O9=t2>guEU$G5aF}YP@&}Bio`1I*Nr^=1
z1jO33bkud?;G%=aT5YHJ1s)~IsW_EfN>IRcQO4?=Gt|1H#?kqFs?pB@SjKF(KHgV2
z7`*`~f*NvuZ$Pev-IKlFPK(3wx@NO*5x*aTBk6O8l%vFZ3g@ejt43QDwxaZFQ=hRU
zN8yp09k+(+%!{#KUA!eSqd%+^ovRMm*@(jN-3w<ok#sp)+j%=p(5Yw7Btn0A(M2N%
z0<<Hq+$4#BBz_#NP_LqJRHiQRvsEeOD&~l6%&<TG=7}|Nj`l4NVR$E6C_ZJOPKVK^
zCxlL7{Fy-{RmD(6oQY^(<hVDYWPD2_d~kVQd){YAOj_+_!8rU$%@iHCTDFqZfmnWr
zGme3ED;38WEzz}Tc4E;#r9oTCM>E*_@mQ6CK*r6_M9+$3Uah-eoWsnrVTZ;245J;O
z9~C7pLkV9(h0Pq*!(yx~Lr5SUnq%o>*zlu@AQZVv%B$1ZAFA2d#cJUU;po7*%Ui}a
zEx6<tY%5ASWwC{3Gmv=A>~ywDC8?36)}kZRWz<4m)$nw9a{?<y@gDRmA7(%^uSKxS
zlS_T1&O=Y$G>0ptiEa^U4t-Ys9NXYC$&SVgG0x{R@P6!F|4FE_>3TeZ*&Y1x<u%|6
z*EX#uzBb;NEo#EME=eTa$8cL*+to&X5Ph56<mva}h8kIu?gV=?R#o8c@ijr;rD%N2
z1K6aZri@?Jm<+UfHzwWJjUYvEZ;NtTTNqwXZ6d~4#;TB+!pGkl_dEa0Ah!%ebRDmq
zQnStf{H~muI+6DH_b<6q!5YukhAu5Ut$vIuGplYNmlGeiMdPR_AM!u*8|6pi`4i`7
zkgBCdAmqWXRS2NJ_$?A3-&yxIi@B^Xyo++;7p-XCTN9zKiL%G99csG~X$s~>GF3*I
z0+j|eAF0<rUZP3*pkgjqh8#Rddf^<@)x<QqUY#6Un&*rcVqc|(?7i+AFqNpXr(NS?
z81CK;&NLu&dB#zO^o)ge@5}1UOJ3so3jO066KJz9pF88PHM#q!v38L=XK~9uQFl`C
zYgDKH`}cSD*TV%;gn9Yl^HAKD&F(kp-O`{u@|az=kWJs*9KZZ=Il6C>_EBG+-5zTc
zynYV=uR{e4L_<_LHm13n5FFTac!C2uR2Um8Jh`>ry+6M7cBlDu4&vyiP*=L_Y19E<
zt1qkz5m;5mH;^o@M4Nx7#m0<->DhIYrB@B`opH$<2D2@a<cn5o&mDMF?B(p^p*QZQ
ztf{Hh-r;tGV;*BC`q$S=6;X_-L{x$s-gI{v{6pdbBpxCvqa+1j95kAgGmqSaHauxG
zR8_wqysk<No)FW6iF!QzlcU#xM5^Ddp@z(qD7-Dhmh2j0UlqW$c4bG`$Gk_9dknYx
zB_Xqgx?a#Tn#~2{WeXL$<rpWrV?K7O9+i%c$7|P4Ud}$uDwu@cn2YlNWafuehtpi6
zA(K*QSlT{dqbd-z&aR$q!4^3N9?O0=Kdpc(_ONPvqjfB&Wg9HEKkW}$WCYq{1~tjo
zg0R1>qXF}(nQ$qCCbC8a5_sf+o*&y;qt8i9P~LY$%N&g4dubCxn_4UwbGiGct3T`>
z4l}(JBx_VD;~o1lD72m|h!+SJ9|`RP#Vf3SKA8->6L)LG5o*DVYkI%bWcO>QYeegL
zq^Uva)M@UA8_&<D&+)T6Z5wkHnhdNMY$so>D1BWTtytbjzy!vy4E7T@eGW0pvQsc?
z;Lw^()DN$Mb1REa4w!htb&#AcS;YdgR&XhPkfT#lfl}Eo>0d)aM=a!AWal+rWnxDn
zr++wPm-!TL<^Q@k+B)Xbd-eIk$ot-V;vD<M^EGQTwKADl`GPY>?a*3uUBfE!qf&+L
zTG9ge^C=dZ?`OTT$-1`Fx@G(+eY&7ecYUjx6F0HppYBI6dQnXW$u*XEoD`vpSgy>R
zMrBSD(o4U%z&1>u8I*Kwj>)8KK~D&#??y6y?s>l&&Bu4g=}avEV%*$M<r<C3d}=#Y
z^1Wk)>?UqTg<LO>!ebYeUW(NYFgr*-`>Y++{`doLMi~Rnr@@T6jBw}=YaJ8FD2w!N
zT3yD@OMhqT527o+^pNQHsS7B~@36(qryf#1CakVV2@H;<VaV6*R@CM%+>Wl5G0#>K
zJ*Znb*jqWXP_6y(Qn#UGo|Sn%8(|7><D@=9i1X5}6;tqQ)$u3}h)-4m8wphKoKK@>
zGSB+@m7I~;$d~H!5Nv>LC@O6C<*3M%N2^DMip-U~O;oYpEm&0MmVkTdMP^zC<IJ}c
z9WE?`IR9O-1MfoeILy|~kr|}IkX!nOY2wbI*}=_T^<A^PB{<*I*0^~Y0!uaf;=yEy
zb(RE}g1NB{Lb<07V*Ex1+|@X#FgC^vyS6=XErG4UEY5I#>%5ClSK4Wsk0H7N+EkzQ
zlrFy%nD(K71g9~$#CNOYE9Y{R6$PokF)c{Bk-wK(@86-ETDhMpVL+Ly#Y3iYvwP03
z4)G0^s&}IW!3ud<^=l)@ag~k}&;@=t%=s`>&4zVrCb^{%QK!}V<E%CR`Dc0RT}B>e
zrXPNf>!$#p^S+j)96HMoJx{HXDv3b7$*Ac>um;Zw2dW5W_>X{fYRq>&`Ai7kmO^$4
zy8W#%Zw?63Z~y6^E;A=A749)@k{PtZN5vg?ADioVNUGVQ{HzLpkL}F9)M%Dcw=>N(
zN^G}V_764})Gr;GC==0kic_Ho0yR?X68#(IbW?qd8sAKacOzI?D?s4?-X_6FJ{MF6
zqTa5|RLEHiT2ls*9L~-yg<~vZ`(I#7u{^gD4eFLF)?B@IZ8(8fl^7cZhob&9VPRcW
z0B(sxY{>j-RUw^s%+i?$Iq;`CY2g?t2ls%IMe*Q<2ai$2ug~VYdRO2K^JE063YfT)
zd`{5KtQ;B~Iq20AK302J#H*|c;Lk&T7<iAwlv-ykO52v7f0dL3I3-pfTH+$n>n)sx
zTwFe6o=puI-VludT~LB27|i}S&%b`W{584%)ak{-g{!|d*3JgXJj%0*vq_c@%7_X(
z4jHHx9pttG)}n63dJV7*>Nv}`sDB>qy^h6ozV@TAsRv8P`DcUa+Vx}ydNE)Q^5MVX
z4(kHfp1w1ztx>vR2N)Do@ytZ67Tlo3B4qez$2ZrCt4S)jM-6#1wjAc<ra%VS;Q7FE
z5o}H9kcz-vZk-U8;O?4KjS=?N1CSZzPWQ8I`9h>xf||;S=c8%we>EjH)#mkQ&WBu3
zRIgz|<DT(wU=zN{dHj~A$jjxCO%ft&u)#?*aw=|4`FoTtEm0A1*VCbS#JJqwBN7zQ
zeduSBPbBAnqtlq8NU+M!E9c+;vtkBE3$l5#^%VIBhzvkT$Mcq`dO7^k1BXm_Iu|^1
z;S<^o#X~-t1;D?I^aJ4Zdred<_#Y$({Qc+zIb>50Jc^8Tx|Skm+0|sUe||tVJUtfu
zM9dH2>6s#|ly!d`?;Rd@+$1(tm-X#WN6Z~8lmibH2;O!~-7u}4H{+mdoNFHwfUY9a
zgrflaTA;yQspo9S&)1VO&p-8gjR~SKi#O9xpQBU`-yW=aLJi9GbRw?W-Qk(c^h1hl
zr?USYCX}D&9YEG_yAws|Ozec=fl3D$28<qr=BB<A4(Q6XB6jOAe=2q(V`Vt<4|wP=
z)_aCZet`Bj)2Y0Bzc1%qiyywR!zoMZ!KUVZmcIQIBQ&OMtfSu=@@4MA1H`WjHxZ|J
zjN|_JfB<uo+o>ziNXDCpu?{v}gkSXX1B*S1Kxa$kW|wI1P{zr*IytI%BQ3JqwGXn0
zgV_ToLC#y#37~p67!(m>-O&COF^jPQ%Yf=92bUVx0$MbatYUS72ZVGNB&9L(ft(a%
zGZ(lKrx|^FW2)maJ0QWWw@%Plhn`Arw_2H*7Ynv9YzD@ZW+A|Geq0$@`y$hL?3|gj
zivO|bLre^Ubh3m*fPWSfG&47NAJfb-kv|8~TIpt`+h4;vku71nBQ+(|nn?+A9~ZfJ
zf-i6@(m=|2B4}n~L3>KjLg5ndw_h^h<o4bjKCmEltBo)ztmhvJJ=e(@2<6E`!Fgc7
z8UNFxt=g*Fd(TEVqy-_+t{XM4`RZN6Pjc?9g|DC#>gFR>t?2wp@YQn?AZ9yK^W-^8
zOx9`MA1{QXAr^Q4UXUgaYd#KYSyBPHr&jMht*wpqTW`BMO<a&ZmoC;+bKqHTp9!7g
zGEsLu*9ild6L`ojG!=(~h1T$s!XVY!94x`fj04(BVR_St$3kD)mNEI-DMX;XIj~V9
z>6gie&BnEpgeJ1{@(p|6p&?O<<v>!bez$J^avPUwX#JZ`Q_eH`2M+`?$_Fr*Q)Q;E
z%VP8@BO{DsmHC4R)-UHHbL}%jLh!NYOjX`Eno6vFx30CYB!alTz=x=Q15QmQEi>lk
zORYpDLmbx^%+yrD&=3zGp53+Gl=J@E^EW~+m_=Lq4o(&a{TicK-iAImDBu621nq|N
zz}@@_QqY<r^LeuaGLTP-1B$J8ky?Jd$zf-4MNh`*?DQfA_o*Uw1a7tO7sQ(3mS-U1
z9c<STxOfLzp0P~7m^LUixB^7Hf9jr?zWtrry65aqAr)b#(=+@kJRfaW#z{6fz|=pT
zBeSPvLLt=<P);zCS`T_>%HW<#YWhjkRVYWTd~Ga)GiAukKo*nU?$sMWsxfVNKI$3v
zTPMMw^tFiRXI3olhD0mwZnBF<3tVudyK&xz67oZCk%qOMAw)&=49AcGAjs$va*fgN
zS<Y$GoDViKQ)*GU9kDCQs{{r(B%*I2mJsl$S|Io`-+9ieFnXQpICO?0XJt6+NpW(;
z{Xev<s1xkgy)pJ2!P|zFp7l$(t*u7A*&5wO^Nd*hkJE`$MCGDJZ+VB?Po<t)3ih#V
ze8y%sic#e<sG!nmKPVhQ3OS_p1<(lE)dGfs6R0Pc*R5u}EpRLB+Ps(FvQ$zzPkbf~
zX!>9gtMgrSOj8U9p4yH;EQQj!!sP<jPe99#@{N{Xvb^(|(ee(2MqWWl<?9PY*Anwu
zUY8)n>+S|0*Rt{t{yo?Tlbb!^Do_1&h`P#r&|1qXl>MXt=r?BKu&+t7OE*qQw^!1A
z9FNZ;ZF;or-Y=&6uX5KxumzZ{WHhCDto?kl*r_{%Pk^wXd}aa>1B;RL*{I#ZK+{+%
zg#z~#%Y@F2{zmdJ=b4RF3Y(_@pwmbKyS;q<?%J9ojR5(m3!&N5;a4jgSaw$vX%#3x
zeMb=IiYDxV!;#xh6?l>g9IH}RSF!6h*54Gn3Lawx6$23j6YgZ;@WB0YppzVX7K@QP
zsYnhPXoOpV;dh*1ouR!pRxfIdzr3ByK}C1U5!=_&-p2*D(<j&L9oq9acK(XFeaj$<
zc9i|VbTXN{<{xF9xYOLmE#Vl^?0`~a1~&P%+=K&6bpf<n9sU@`Gzq=l&Y)iv&aIp@
z>Hk>ab{tKJrSgH(IObWZXkhu`qn;~Q7C05FsOd^9TNh;gEGph{@5*Z(jP`3UoFmf#
zN_r+F8Y3KuDUCGquwI#|$_(I`WF_Nv%R-&#2xTZyQUL%5+<E&G)@+xs>~}txvIp)2
zEi`Kc;SI7+FXrX;78-1(!uwnO)=wlv5X^~@w~rJ`(%ka@FRKnxQ2qZk=YBf%r5#iu
z7WMMFJMaCEB?t0udfA{bb!`*Cm{9a!R>)@5ZUUq#$k{hN#}Rf~?10n3n-OSNX%-Za
zB!65-w`Za_aCXDEMk7^j9IG4Rr08iRKEu<SDuE$V67`Esi|WkHodKOQDJ5wH-X&D2
zk(6*wP`~)i<>}1d%1a=+<~X%Ox5(@TvqW8(O_4p`3W8-Vl5_&NM<A2$-;Wv|8Uj}!
z{x9U?5a6*@KN(j7>xFm>JtpjP{0l8lk%)_=w-wK_$kZ6KOD&Tqui!1Cg1o#(fH?Kf
z%u}nBgx3@Wx|3|VzrB`;=LKIBJp$Co8CsI?1KK@1H&=~gB^_uN;*mQ#hNLab1U+~=
ztE|u`z&oECfc<wn>(8lhW-l4eQ@wc887ZI-2i@{#b^{umAn~j~{_6loRxEC`V<meF
zAjy999JQQLdLX<ydhKt(aduxeqdKttYmxJ-+?n>51r&DCTndI>gkLGIR#^+v%D|TE
z;Hdl<n{VAylwpV~p4o^dThDiF_qZ11P?%~bi(T;s%U2Hj3FuyJ!~{TexysnU&4B2k
zVpg}aXTWMr`?n`eXtTj;t&W)z3blMd)k5<npNmvGaboSr`8QIb;h#-2(WKqf#7`3q
z_9?I|r6h$@!Nq~%ko`X|J_*{s7C)FI50&;j4&>FX{cIZ=`}V&^7*6cK1ClbxB40@4
za@#`Onz`1hrP!xD1c=F%@$<zXl9zS6Y$g!Dv32v?69q`h43oun%T)^&LHfn{3S>}7
zG$hz`=EB8j`zH<7n5{aw*i)L#k=)jwX<3I<O{Q-pe<Uos=&QutY7{#s-*8jN+H9xQ
zcz$~>DpL${WJnQRaXZwkgRnX?@Ahgu5ah+dw7z`t#(HyX8RK?uUITK9lGRezG0v*G
zs;Y>{dcB%rO)CmaC|?eIJuqJ$Iv<d+TK%8zKw|AlZ;jphYiQw)C|RHO5J^aUe4${8
z{0dZ<0;pZXd|#$4ak(hA(}NtM&&>!g3l-;USA`y#nAi^;v@$Ghr6w&}a4V^BZ_%6r
z&8#O6si;me@|Z`njhX`@@ifrjsvqcm`1O>O$ipG=>@*k2M^~z`o=dqK&p@<OHff3L
z<J$$Zl)#{LV(VH(&eQjkl*^#mlPqL5X2qqE8^!8Kj)#NJ(ZD|;_xmoI@dFrj-W1Vh
zSsf12cPX)5I$=(|sVn!^7^*}qcwBx_UNt>AoB9rMYrBwlEC$#y2zxrAJn=LZZR$H^
zb>KR|Cv)!ZV8>nNA4Z5>ft_t!itx0i6u<u8KOvvgtGX=<>v?@wm{;0qxNl%e#<TYC
zRRcnIhWZ>~NrfU_$-BSt<|?S^2vIy=oYl%rd4()DT+VReLKuRrGVJ`~7%;!~jg%u1
z@E%&gsvgkMeu8n#r`5*!+<v_lpkN>5@fCg@U2QmjS)A&#0^DN2<@2DRjRO}r_Zj^=
z;Eo&-Pe!N=#9TCb&ur#B4kq!3z)gqr8R;{Qw0u;T6i>2P&~h46yuduLq9=a^iC<g(
za=SU}F8oSDX^i4}F>L%DX#U#;yw)6|ikmu)<=he+#4p|0$&eu#**0mw99j9Q_URl=
zjW^H+OFtX}mc61~!4p`tq!lr)7d`LXqs1VASvp?zzE(0{-b`j0uqyecaO)4iUw0tq
z|5`CsUaD2p43q6v>CcF#rr59Lf&fR(xarpzn$(9m`?#mnW>T;)*4^0fKq$Ada>ND#
zi7-+9bk2xpR5%7xz1uj^P9sgOI5$cW;XHXEJ=P@Cq~oMC`P|AB1LpHnMz9Vqw)r;8
zU=GFur#tZVeYoUIF&UCPqoMRmPT=N^ZyY)&UPUrpAn|5I8>fBwp{eNyAQY-=y$W-4
zuL#YrAI#n5Z-sJ^-R1Uf2nmaPPEWF-fCw}%{%pl_kn5z)Z3HN?)j>gti{d?Etem6^
z^1ORVE6VSu#V}7D>_01Qv%vH?T2eX#33-%XS*hN3XVHg_u~V<WzrRsb?+#JTZ}1e;
z*u*(7x8|wuBK^`<J<jV>LbyF>1m|LjWS04iAmG$rJy)0(wCshmhWv>s2UhRg%~0B$
z$qOJZiSS$YlB1WXNTuTmr4i)mwh>oUGdu?g>DQ)DDCeQSPNaSTz!*rNllQh8x40YU
zwTP4vkVQn4$^S8P@?`daRDvwNq|+L(j%##6MZcoqGMfO1o1rX#-6?*U1Lnv14ES31
zf)q%g2>Buu%mPqB=jQB=;KzDnIck7}3$&=LpD$X_LT!k_=L%yMF%<bomlnc3`IWt~
zIsZ}`jZHpL<uo+`y{LG*VM+#nijN=Fhmuba6KHem1=m&VI~6)7c+t#%qT<T`W%GDy
zUJt5T`c$5sDOO8Z#w~zqXNpVp{A2jjn$7os?Z^q7I&p7TwR+Dm^hd9~^<Ohno#jn~
z2}>0!@W@koeO{B@@H4?dMAtz$*nyVIxP|Cn`j}bk@4Dt7IkHqi)9!9IV+5|8McZ(Y
zGvo}+bE|?tBgdl_M!QnvHFfLVU=DS%Fkj`VQ>bu;6|%eV4}<bp=rp|NiNXOCb%Vzu
z`=_!WjToC#71c#Srl~n-KfEVU9_NMwACfEnx{W*?ds@KwSp>!+8#}S!R@S(DFp9qn
zIhkDH342yb_+<nZuIc-&#w``>`%O7~h}v_mD6p+RGAPv!mxrHx#=o#*o5-hLI^2_@
z<KGKwnz__#6rh<Zcw6e<r<W?<Xw|7#I@tjZgyKtm*&~r&!k3o3Zc+Y`pRKy5eFGMy
zwi-?vySD%?)B5jlh5abuMw<{41^ZQ+=zLqKanqC60NPPJ>6_pB4ojUZ4qreB$vsH`
z=tD2;FhXB8g?+N6GQmW(?H!G8K%H~fVVuKU6`+2LE=~EF>mre%dD>j_a$*J{o@N}(
z&$t(M+N}RUS|<xnC|^T~<mn9Hx&{8>SpfaG+4tf#ToR81=$fVJKs`TIW0OY8{|n3N
z6HxfWKIylXuK~pWoB5!lGC>I#asQAGwGuj*)WaadI>19Ey<wC7FsE=EV{-5xYbQ(X
zGLP?PGCLA^z0)IWz(2I*$i&C~JaCG)zHya2Lh~JHB>jv4Zf>yYh19@AV2en=!gBoA
zz9v6uk73W11{=wM*`<|CEp9VBuMpTCdEKrm%)mKn2o<h3`uY0H@}?5=UCJ+=3504#
z57BA%dr=`FUiBPQ4~3DID*A<n-fsciaRU~{ixMRd4gzNHDVH;IcvgfZrMP|f8v@&{
z!e%0_c9*n2pVFS9sut#+rj)$GG7Nw=HT?(ALX=8Qul7OxsxthYfXso+mcOGq@yr;o
zLX^%Azq5FNyB%0iP%yj-vqan4{QJHS-v^~H?=UAIN{pnhkh>3}c4!OBxQOsu8EH01
z6UI&5d-(kV;BCS+{=$HNC-!a$4E?Ta2k0@#rg6n0k*F9iM`D|e%kUX@%&<~e=!2O9
z)F{uJ2=+=Y{EbzqIWO&li+%!k%fx`BxYDrHK7(QpGno9oQiq&)(i1q*|7kqgKyD-Y
z5{oZ>HS1UQZ4TM*#Z3WzDZ<o>ZyZP%(_m@X?hMAQOzdDvtD^z)sU)Vl56amOicgFR
zH@JUsn>^DZSnsu49!u@mBM;t>cM1(X0dlk+J$%T7r-@KODb#vOM%(v5SF8I1oogk{
z;3c@UrAYfT>jiFu4bJ@~9A}?N*m1?#pMkjRd0XSxPEVlN!lb9b_~7XQJx|OJGR!)x
zM;tl8Hx&J)T&D6L=Im*(T97!ukiGL~MLf^&-vtIOA(l+E2w-iomY+9Oi)1?{Voh$H
zIGH$##`zT20iQ5Nr+h$Ym<6n-`Q&jo!Tk6vY=+iMU<dtm15>xcz^%8;#1so_)CGvq
zXCWKIqXFH1MJpc5Hh^dwv%}MMehiXsx{s4Sn$zPHMVN5?tq0ax)%zS2LzWBWO->Fs
ziDdp1VLmZu%g-U?YZV{7$-~UP+|F-I!`v+KNQKj>qGHJ8ffYN?LRD<&ZSt-?&1px5
z3R3q?=sJs_;(|S_xcr^Yz~G8^@z$*q*9p;N5#|QD>Y<_j{gC8WZ3@?jen^VS0)3|@
zB>}jt4Jzb8i!?Onp*?i@=~AX;4IecDD>P4?EWTqRBqTD7`XmQA#8tNT0SGHJdt>j+
z3!u)@q@Ls5hlASuU=_vNZBP-0&YijZm<AGg&o)_v(eIonWk`u-hb4%L5(AC+znMRL
z4Yy+{xt~tFi4~3rl#$tIrGRid46$-**oLc=At|{lyY&njwedoJz+i#6M;PF5=U3R=
z4v$3K-%izroQK30xnDZ7fTXQ+4d@gG?6sY_w|)RU^Xc-u5nVk6><u)Kzze7d*%?O9
z%QPn;eZOd#_EXkCcm$Gzh2Bn3Tq-tdg#9Cw`L&TST1C&3;mllq%S>8l!kGmmsJOi(
zU_*p_hJ2{a0^=)<I}zt0!S7C$p*8?er38Q~Z$JoiHA&KVa6V;&>sU<R0JZ~%5eo1{
zRaKpcTM+VM5SVjH-I#Fe80z)y)6Eo_`V0X1x@!%ajdacJ3^d!uNwH$MG?n&XT~?Vq
zW4hx&;H{lEc(Cp)IuO_s8IUoJOqpYh*O2m$Y`}hUn5yX5ReXmwB*I)Ac$qf~8CpC1
z;#3fCz*6*^)-h}e!OZMdXbjJK%0uPIyNm$$H^~h81!&_bQs6xJlOaWf)>9SoXhqK`
zX~=@qbl~-j0P9}9&qRdA48}D1_4%%~^VTmpPWYKG;<y<B+!v6Wq#d{^0r<o;qWKRp
z35L+yPn{1ACi|aok^$K`Wlc+HV<1PE*iW|{$qphbmUur$Xt0XDs|D@HtWeRdw?g-`
zJC?~*^XDseH~q8}W&(EwK1WDYh8-1OQuN~%-JiI6Wx@XXpqw?w)(x<1`#3kF1n3<C
zoXxE{)a~QrA-wT`-o8Be=?}=8Bb#l!O>#=Pz343{KbjPh2QQvEcisXRRPq}L_~p;Z
z<3x>jw71Yqa;Psr)UJ{PA0auxAzl;%C6A_g8PUjVDI6Kby7IG`JB;k4=+}1$O7g_f
zL<leBW|Z{oycAaV0r5uzpR90P6Xusck=&knn<y(4Z<BpSJf}Lz1KgQp8}iWS=eCqB
zEuS{|PfASs;%10Dq)nXl%wzDlE2c~0&^}t=q|b$gg|z_ol!D#$jG&U|O<0X9nQ?}(
zG-7~iYyELy^EBXLeP6?LbY%#P_>p%;2OPwHC=7A|<{UlAB;UJmRwVXTM-dtzwoiZD
zN4k~+VRUu8yRS&=YaGyIOlC-HV@%sAQGRHc1$3*2VYqyze99Nzy!Z&BIJA+aQUsKl
z=K-Uf9Sp~4p#k!)gH0LCQVcs{HOitkm#Wm5@7jzdi&5+VIw;sZzPs`7BrTF1f(OP%
z#ZXC^XCnhKJ}b)1cP|6EDvRc8Z6l3@Y?ilHI233&qJ8;iv|lsZZ~tdC9T?(liAk;U
zP9hwrWyMGT^a%$*4*+1b@}(6Z32?(fV5Qv}{G27{ZFuDH8mMM>S<WadN(Enq!AWHb
z$3lW1Gp7ck-LhI79t^<2%E;+x+}$~KYv_xZjL;q?)VSQ@{Tt!NZ-}c9@(*Bxb(}bj
zX5CZY_IFNaC4^mE`~eoT000H#g$-F~DX1K;Uu$rGO8Qx~a53w`o%S#obS63>Pd(CH
z>C47b6}Z{})Q*<Cy|S-K3O0ed+0I7c|H06E+)b(7fkjl!`e97eTwNGrV>^VKxelou
z&A5MhM9393Bl+fvf*&eW%sPf_-M)8h1!_MQ2?QW_0r&ZP+Z_UAkeFAmoc_ZFfF$4H
zJ{!^hlFtBiSijmdCp^6oKUdtu-^)m*=p>Zxo@6)DBMPGmzFgvcXr6lTjELggO!b+f
z6sr5_j<&tLlCKc(C`XlUpp7}x2KA~~?7!9=FdfE<v(VMsRd>LzOL%SY66q%3&mR{5
zHQ#8SgEXw2#LPpO!v0UyGy(by<%TyxiFW<FlCMSC;$d%kKB-mm$AHL%YZ{{<)@c=+
z1hPifZRc!vjNQAh18bx81!ECk7vBC)d|H1GEKg=_@00ItF7?HpZc@mRl$b%>B_N{F
z$K2$a_hxFV0pv_b!2ZHqPxVZ63Sct8RwaGsa@L9iHE_JRNveSKR=n!{`!BXzxcm*x
zkN4LA&<~Q^NFO|9{5ft%{HxPACZ?p2W(Q<K2M3Yl8R>Jy4Axs8o8>nX?(KK2XeSF3
zF)L7}8hr7AwRO?IxY|j>N{}U&=mci<$Mpa9qv7(q6<2)^N(jD-@4YlYb{seqxnl~7
zFzhb>0oJ(5aM+cB)<{V(_;r{6Er|jY{yPfae#UilhgRk+$OZZP!>oT%Ibt>)IKaur
z)yg|N2rJ5v5PIMZ|2=#_Uy(;3=}#lzx1b<m-J){Qo%8|CE0FoW(@q5?CdWb)rA~#L
z4A*<n0dcS={SUAM@6T3@rQQ$l8sytwo?kUkSFiui+0j{l0o#Am+*<JdJq(b<fV&WU
zf+S8zKe9QoxAAPJmpu=sZtnX4F!VucC-DPrdeGo)Po898e;g<(TODpaNxW$bC8EV@
zQvwPgp!q)Ed%8&e!*2M)(b4=aTT1(V2)Epx3v)dC-I3kyi7ph+&{R!Ny2$IZUdg50
zV$@^rV<Q%?otLtDz=h_^9Vy5^i!L@2z@0Yte^63lv@iLFpZA;3GX?+w?FF%gSg9bL
zk0;qW?Q*E_lCax9wo4bX^73*z=w1yBQn<0njbW=M>)G|Tht4rJOud>5iPtwVuEbBf
zovUTo-@=<vqCfmRQV^s}ma?Lmj^eJy6i=4!cPRtC@i`mR0<c*lb)BZa>7h`op&sb-
z{_o<@E^BO3mp;OC?X0-KK3vraOBEJyHVD|4My+LN1L~2pi}P5KOMu_|H-}a=BtH4m
zDErLG?98L-#Qo89E`#YN5YnO`&S3CE1;Sz?bfxO2@9}{uSc|t->*lA1<eCGOUP{cP
z^Ksi~)np->dw+(Kl5l><9x2xZyGg5#+^+4#$je;7U0^A_TpRF5P;fgvluMVGm7-1-
z+eO-AZ%c_kK|I7AM+qX1BZblkyojB>tzyypYM8C<dk{?NjLe~4Xl@QjkUwslc3PYS
zS-;V-CzMEK48X-w4@M7=xHyHvpDj1OUm`+Pkl^5yn+12_SV?*-6=MkiRsVT00$QpY
zAeRbSwkPi-eL$hUB8=3Yx_){MR3vC1O-(1kU_nWqH$Vzv5HAsbvZRC~)r+7!RyiNB
zYUHb@PsPIL2+TpKr7mzc&r7-8j%f-c)a@TKb3QNuv2XVuRv`I<u-q4idpo`VEbw^U
z82y`gC5S~&Ze%qm(;vPl9&au61k8INj&6Tqeho~rEh=a<e<ySLQ!vCj_9h9EBuYFW
z7)$^<aTsuhhWo!;#C-~6$!>QQ1(g_8YGDAu9srF`7hj&Q+31ynx@|*%MExC*e->*$
zpOFP`ZZIWnf~QeSOQ$Bi)<%eh1NJu!^gmQojDTcx;$dS70+)z&#Y!+R3aCu|_IGO#
z-!EDl>0k4`YY?<VF!r3z-}y<W`N&O->vs=dS!0d5K)M8=h=7xQa3Ce#u?OV4*h0#$
zO2J511pmoJx5O2XZ2m4=u=nye1z3}2QessvDAJLAT3Z};cPKAi&RA1Zb*K6d9j=Be
zNTTT3`?})taz*p{BiRyw=4toWX`6#a2PAdYO%h(*IY5jK4-VcLICFBex%po6QSa&f
z4uz>9VnREISI?uhDLIX#PzmGuCM6wyI+B!9oHA~94qp-=W{CyU9v6}>1jK;=5_xAk
z{Z8ECh=JEqlV4e1BqZlDu}+Dy(=}i#oaburZjg6vR}=cQ5eL{OXFwVmYHg}$2V}Kv
zzsJ3S`?XvGRV0Wv8!rY7^lG;mPP8p|_v6uz+FSDq#V-Ccmg&Arq6FtQ(}2}VdwPo=
z3L>E{H`3pM6PQk~s&Q-*DO}gcD9@&Yz&7caO#|Y9_-Gb})CHDulCW=u1>S?QANr&{
zm>^zhmr?wT+GKlX{HV07R|bo?wf+EPmAM2R@HB4qkp<xEgN7mn&JG~WQ}aL?8T$R-
z;pv0?KwXjM20hXvyV^-E(y(3=xY2FTSh!FCDm0jo_^0<e%L5MHN?0g5A3l%+Tj6n)
zb;l)I&Wpqv8ti{1HW*~*)$v-cp%IT&bW+*dHy&i|rpVrTg?H`k`a<R#FBTvDXaOYA
z?Wp?F0b+HPk<2Co5Gv9)Fla>>k!~@!w@ZL-L|vpA6bPX-G%!#BsE1kRC#!;^-CElH
zFL;Gw6PI+QU@<x*0#WcOB5n>muH>N+#)nT&5d|IDG_gVm@#tg~Y1)e|J>FMF5d^r<
zudXVC<;8U3MBSgT?jSHBavQ_^a({;T(eFR!JKD!#T)2{R)GlWWmZ4O;lbW+Zg#onf
z-|2A&OB1<Z5w$2zuLv^JK!3X=N!(2HP=;KL@qSU!c8Lp2jk!s7cb~mp!t-%8Nvv*S
z@-+SQ45SCZ4!B6F)<PUpJi{B2pgYZ`n{<S^4DA9t*Y}I=L)j$p#RtR}0942)J-g2k
zey!T?EWu?!VUtXtlO*7nF5>>uGc<gs4I{7<Kmv!ZDzzo>KY)^SzKYY!2Fn6K@roDa
z#<JeyWy`cpD|BCOk5kVrRC@Gxjt12~3leE;(96#d@A<nU;VWZQBig0F;(<{ASEbuj
zgZqDbG=IF<tLe8Bl^Mj7uW$wNL$PvyM^GAeckI<0rbYW>yc==BkA1YwTy&=o2Nb!0
zWosS8noFtvJ;#K(KB95tPc&8X)JZyln=em;GuuGlMH)tR2JYyHP4|*75iHxU-rv58
z-lSF_CKl=eq0!b_Z{}nBmY7QWZvs=R$0Z$kF5Tsh*y|%HWpJ|?Cpd0c()_TbJ+=T7
z0`wIr&h=jJ=0xFxJKAX5T)iv9I$qO~Cg#Wesu#{O1b0gT<Ro=tunQy=C=>wgwh-oW
zq;!mIInD<;F{#3|#5oMkP4gUc1zm6T(YBxCF_^Q2WqWPhlJ;~Ffa~FHoBa!$al=LB
zqP53z=Qm^!pZ-%h1{4z*+wW8QOVos1yzo|-c(uB#!}fu-^FNiN0{W}_;{FEgu%J!^
zB%Tm^@m3+cX+5~KZcZaT0OK%?d$i%D2SSOBLmOTrAklL;U;Gcf^@k+|#wmPGvd3~Z
zeA#-pF?&X<!#dsIWntmB9fj#e6>NZQC}<G#=*}IxAWriS)6y5@*PF%W4eS2VlK|L3
zH44hsNFtZiB$sa%*9ZM62GwFP9d;U|QU^z=Bq2v%b}!M1n1Kr<A1jd@;<x7aFivha
zRUXtrlG_`<<woGHe(-)}nuqS-!0XF{-~JtSW*zCfUT@>JX~IqP9u5-Ogh0RxosZl*
zlJVmSGWXh-@hlG5JAkeWleCfAt$aG$j{SEvXv5-wLs?)HDmnuW%R}@1P4~&Yl_*I^
ztC%%p!G66{vE0y(*NCfi(e12{&#~%#KUJ_>w}9*miNII~avq3*ux;v}imUsXYXl?U
zHh#yWbSuLdCg=7}azj^a)8}_@j*nn;oj@j3VRf}Kom`c1=D`GkO{zH4u3ugc2w=@5
zQg&&u2;jTDP~ib^+OP1f*{5Km3z;9i2*eMt!Q9#kjE{cU|5`;Y?EaiH<a$&S1R3k!
zSjcdWOJD_sTQz~sAnqCP;C<)QDcGbY%$eI&j+$1ty*3RG*73+6a)<DLk?r8(&E4^X
zolrQ}@bS?)uiFV0k1s!4gbFpX8LS(WZVPmk#&y^xX%Q^~&f|mj=yde8q>$&Nq`cCG
z&4B%pveKaugJwX8EXJhW!aFX?^$T8fmV^P_01h$D!m<$*k{0ZGHc(AN?y%FicYm*J
z7?l5c)=Y?&m$G)BAZyp1q39d^nRz@>h}Pl&<r~0KZ>R=n{F1=?`5Tmn=@->FNp>;I
z>!s320Mr7h`J}9=MrZ4I>m1>*FAm-sapWkMG~H~H=WBMotu6AnvUD0^b?s|x!I;a>
z7-pQkms}3v;O!&*IP-!tqU{V3J>l!KM1<JlOQ`Y3+52E?m>(;Es%F!71LlJcL4(N4
zTrXF?SES#>-=Voj^SplI71Mq7B)%%s_w)-cSF0X7l1~c1dOz@tUua<E3*&ub^7oF5
zC&r^HFNQLyS<yUIJp1xyBtz!rrLLDH(_FF9#S1mF3B}m0jRoEzfBUAbl#S%r6(8Kz
zv^3$NdBdC-VI$6^3rEZHZ`K~ByB;DyYdxl%ZpAkZ>%W+U>V7Cy*X)Ashr-x4W-iI>
z>9+U0m}i3p^4EJQFzw$zxy7B8DK3}yrUM2+l7zFv(9dvb8{1WlDRYnJ*xR;ZB#!83
zql(Ah4{W%WJ-v!AjuFXMkk8+1EtM0S2<goWU#NxOpi=^+zv|A8H5Ovo<IyP<i@)6U
zr$v_oY-q&%W&L|5Hyg7mG$=1cMMWWSLiRY!_)#v`6!IuyzFTs&hS6PLh|3q|&|{aV
zC1?AF`11Aj-$!RoVUo&BKp%+g%Kp@RwANdpw=oK~q~+n>lAx-EX~Z`<AXq!gy`~&7
zczxOTjyfHVJIYBPs)p?l_pZ8mmA*n(KVFcGp4mBZS8fli+h96kVVoQG7#3sYg(=zR
z2go1FhrhYNCBvfpKghg3EBO-_>H<QQz*K$gvoo@SItcGy{G!Jkx1_8RxvDoaS#LLE
zHiDJ*<yguNW#VmlQ4sr{-B}jlobKfGZ5z*A1L`W+=T<!tRvR`F^S|ytdHb~Vn>S;K
zqd!r^*Q}@C&TOK~ViZ<3Z|J2}z-HnW@>k>y+uAMrzk=HBMO4)AG?#ABaqx>5G}nID
zV=$Zn^YuZmo6F3nk1zs2<KEBYWNJ}ERXlfLmZzgrkISHwcR*Ja%tQ+Vee~|#4qfz7
zzthi4Z4PV7-M2rPt6rKZ1HdmtR9EVDSOQ%H17MCpI$cB>KHb4jAHUQuK^dN{M-K0r
zbm9wB7T&R374J!2l7ADhgMj&t_9J@+bxvj9Ft<srcn}hONh=@5Z1%~J_*z+M^xf==
z*&j;6ezSQ=d}e*J9;NLuf|4i=;v-TdOKr9Y0Z>&OlW>{?;;LF=#|%~u-}C`%cAzLd
zvHnoVR8*?@O#+?jmIcC-F!TBebT_%+E-`rVpnP`~S=7{L+u4M!!_EbAghs?Y0|NbX
za(p*kFt|(Z0ByOQSWaWY3(ikL2#V+~wO!7t_%%KBNx}AC<tE795rL(?`pn)={~W$y
z%|WAT|L-_M9Fwu380+iTe5l!%If&x`=B3s8J_B3ZNatokKk9HZe5Zv=K3~YhI9iw#
zV11w{@BZ}+*h~j^lb%Wt_N8&i4Zb4D<8t2;pS`VH3>IgQ7H+6Fw0`M*va*Mdqk|eg
z!aBI5Cl|!Q-Jb$g<}_~|Ti%!`%Nd9v#1#=`s+Qm^H45Ax{d8r2W4`&(67A#x`m}9D
z^wE69?_Z5hkvZPFy9^@!$z2v!g<wW&FtYoo-L*A+P0f@`lDXH!U#UHCv$=S-Nd9O;
zd1oVztMKX5cT?Wh`IzEANuY^MvlA|De}UBl0hZKn*IE4ql2sw<dC_O~vfTP-b#NaS
zKv`Xb+Q}pPbi^+W!cv9cnLh#6vI%tJTdp2QqtinrOG}S(h)&lPLw2^e+Z8wFWA_7j
z*Cy+dsIC5D%+VfR#jh%@MwPm6f90Zzt98!y$?j#YgO$o50H6~*+pxW<Ut&ghv09JM
zj+TG$s=#l=#&+LqWU;DyWjC(@_Q)eVlwne6I<ay;%yOnHx-C`2y*}YNciF*E7YYY<
zn@MeY;_k&1dd|Cu+LD_e>a7Zu+B#jW_tKto=G=IzY24ubkx3-u`n|DwY)O7*ASlZF
zdip~@^8gTB3&UtT_>tv~c!~y<!D-?uWD$HU6}7*=FDXj@YP6^SZCz<4I%jQaLwaX-
z8)O3XagETmyL*+&et2so#pN8ECgOiAtC9{o*!3##^sgHv3Y!a6UQ#O~L1tb~Lpb}T
zKsome!*SQ<vub%3qAU_9V%R;JL%qy6M-OlQm}D(<S|9IYsrRS3<jSa5n+@CA?%YjE
z)G_mRjGCHk&^9m&OdEX9vXm-9xPQD;ePcwl;_Jer_#7&#5a1XmW%%yH8XMi>zI}TF
z{kgXY-N;Qbl_uUv@VSFkjv(}?eLp(n4@0!@2{FoNN+m{Hse#AgcPGma&u}1zFXX6y
zW!W8{mcI654f}G7nUx67byC2wrHPk?jJ`H1^TXV`oa7GIZNWZk)%!7hj2$A;(82W;
z`vAW=DbRKPhOg@gA0<nUD|BUPxkpQ&-T&kAK6>XFs6s@ipJ5LQJU+Cmyr+6mjP!ar
zJo0-aO2l~t6p`~<abD8B6RIqbCJF-{mCnwN*0UlKY&QFrK`Xg5$!y{_D01`U`#`Qs
zz<~%TJEFYvU8L-tHUG!e-$9Q@kmk^~zq?1@&#&y-H4ZRJZnFPz`oFf<;uq?@4mFE7
zKdGG!A6amBf7!hlKfWS{I@1D*<7j<(S7ohQ&#zr7fx0;Rbkn`Q4~lz`j>KfW%#A%8
zXXft~wc3DVm0VjH`sDT=`jZ#ElfYp2p{8cyhZD&Ys#{&i$#WQ?5Wy`KX-l9kJa?;a
zM6K*92;QV04#1mzcyWr;s(s;mW4#V7gWz9zYw^V4@lePKh8PgCC;zXf!Qu?yk^Ocd
z?Irsn;fIa|y<n*NdbW{cV}3EhyaJ~9_lZdSv3&ko*`9O`NbD&5;JT3JaTa}R{v!W9
zrzb0eQ6f(UzpW{h%r!c{mRTXL`B)jx)VUs3k;KT@zp8?6^fA+kXD|Di<9pkAz3YD9
zgB*sJMvjNE$2bikGuhDv_Xmnl898_8%3q;6z$PuR_-Q7O72vCsd$j+oIEeC-$+7IR
z>1|ax*XcX5%L&0~$E5KUNmO*2D01oM4xVlx<{Yb-vuQyeVVFGqpy0&I+*Rkyqn)v{
zaz}f<M0E;Q!xpo~a7Bm4$T?MwUu1fu<tp#~>rCVJkbb)7*y9}as}3?=HJ}H3=0NtH
z#O<Pv()czjDb(c)$p&VVrPgsNPNbc4qGY3Y617wamN%HqLsB!8Fn9gyiS^dD!@n;j
z%xtuSYsZ^=u0F<oWDm?gSp8FcO;G)=guz}ww#1>Cn2vSAOcwIjWM%spe|m*V+K6-~
zFg>2Vp)KNjEQ>Lm-Lz@9j%h0rcwOPp<UUzoyg|s{Y4*y@be+r!&=rb9O-$DCEO|Tl
z)U@-!qb{DFmU=A~tznd+2^>px;_KxFnllR}wVt@w1~s@ZnT<S|*fNxFeyp+VohW8)
zOqJuznNngm35e)e-_3y7)u11?x1*^}Qc@xM<wO<$0d4_fqL6h}r|>TFSj(Vw?HFn>
zH)}ZSea%{}ulx9Wp1R1bZ+~|{Y6n^%yv29GJs)l~;b(DmH^6naW}=LOSCvFB2#efR
z1mm22Hj{<_Hz}!}UQ6A_f8d1ej?9Nh<Y>g)3&zU`uVM|q>zAhpc2$03Dju=hfmo}n
zkGMr$2lBtEo@Q!4C5bX=V)nX@*>oMe9kwwSEtRoscwHw?w`;Kq-V(+yWO`F<6{U<+
zJxLx$&0-y6Z++d}D7SOx*9hAaEt}XjD-2QWuD7s<y;+&WVc=ye14|=ifcmY^$e1EA
zA3v65!JAHk87v;Zm3op^^8_x2iVmrAp46H=DrsKGj$*=Pg$r}+5ITJ6$0qB<^V_pW
zQkPj?g6ca5k{)+s{)*t@49?7N-_9P@o7#AbR$ZSWcoaXWGp81RMuObWoI4u02`2rN
zwz_(4(_WkT5+IutFD<1RjjCQbWEOdT^Cewt1XBC$3f*Y(@PjOvCPymU?&9XpFReCw
z=tWVz(c~Kmw%E)(T+=2yL6(B9_&po>nUc&^&rTO4QVWz1v4qa2wOqaj`ojRX$gXjB
z>?~o|i+y<X=fiuB6>}WMWuf8P!(UG@{C2-}rW6oY!6Lnv$gc-#)0~x*&}D($S6cTz
z+{e@&XHR9w%Y9n1Y6<Mq+WGSHv8+Q+OLtvXW1|5h<6#r<-#)9w#MA>LW8bp-tMc=d
z_|<;ML@h-NiRcl0X(%8*tuzW;{!jnR1}+MFbbs31Cxc(hl@+F?5s3=S_j7>`-OATy
z&&N+sD_n0)?p?Qla-6r0tc9UG^!48?Eac=b;Dh{i<^$aW?~l*j$A4WfjrsX&<jrZM
z^`~r}%DLVmkn+5PTK;H#nf3_pJku@*%BCg-HhQK*Wg0&k_CjaljfIjG9-d~_>M@RI
zC*5j*ec(1d;g5(5?%VqgcG$OM{E)gywbgGO(3$~_7>c|RBP`(3>gSM3U8uUcCgMEU
zWf})g3<Kp^heARb!iCto8lCef;x}A@%kh`Wd`oER*-RwoH83NJtBY$~1Cm(zJoY!~
zSt&Q*;_^Y>2CW(sf_C-YR#1F>6qDvq;&JUm`!soh8<NkFE*es5ETbD@=@6?1QJX@g
zuA<{<Rm4v|y2bC-d4-<-KHsWAGM7X0{dm#Im9MpN)v(g%Vs4`0Ero4S0-$wHmvZ;v
zQDEbibLG_IiITPBAFM0z)t6nDdy^mL{5j3<@G~Sb6<U3tKe6lcH<H@uy7}`tE9eV=
zr4h4x=vAv-8@Q$Y(Xa<}&FlW{Y8WHzsJ5rvn?T2+${w}LjS#n9>|-sNLbTJ5Z}m6l
zv%kr-{2$@Bzic0;;WVkcnwfKN$39q>I3tRr9e*o|h|hoi?lBWYFq_Y8b})P=pu@9v
z&U*4jo_i*1of#CLmGXgiA}f5@sSTfbzaY%}7t$!2kw4m$3ErriB)}H+{zGT+TEM*N
zr0dMu_Q12G%Zx|&`S+OXw6gJwkCQ;5AWmxcs1f7bKjE4Khb{cX&8hw}<jcF7$BqwY
z-qu(9?i7tRHR^qNr>pR#poLk=;R~1vIlqSMOqE|oNMP94TNm|r@YKJzPS{j#Trta&
zBW&02Z)lqhV4V*?#LD}=82o+l^5Lal>)|hWxkS&d&7NOTnpXi6lHy<_ZXMy`;*qrE
zl>Sd&L1kp!>n`3adAk(gm8%;>rDk^=x!X;Ewx1950Ny}wno2OyPh0-;CB1(k{#G^g
zpxDPKMIptnHGz@^ov;YWkzo0Lnv&|SsR`=QBIYI=S$lkePRHUldVV1v-|#`iEWpax
z<4h6X{hOjG<rb*%_u}T_)}12!iT8kq=rGsAmX3Eh9sXu*YO(+{dtamj`v!Ex&<V0o
z1YQL6abV+IPr*ooGEPrV&&q-n;0T_HeVb=+Tn7_KzlmOW)E*7Yj;4(m0bLjj^lkSy
z^Yjapn@f(Nj#d>Hpi{B$h~-#Gm8~24C-Q+RA2GH;u-=>00U?<GhA~-ADEKWfB9T5w
zf`QhJ;;_M^chQdn_u6|{CC5-Ddg%O^?r(=fo#dgsqn?-Ly}AZbyWQ}e!|7>kmq1&f
ztLVc$kx5sJ!tq;0Z|DxZE+4dim#_>`XW;*Y*d65xYaSo>+nF<|2L<7JeGjE^BN&X}
zJvMWb(mD?~vNH|J;p>oo?b^$ORuX*uxiihJ{i0mezTWL<*3Ds^wS^7^AEjfD?onfq
zmooSpA||&rVVCZ^dHt^!;o#ETsJeBwsK3)x3;WUXILyqRM@5b091F-m03zVl)v1=L
zzqpLZF+M+L4B!#^{%h#4k$A0Ox67AWRmOqJ!UL;p;k7|++?Cd3=K;|{&&YN(hdKsW
zqxs!s{)T<-^-MxeYCZ>pr$p~ldpT%SNAX&Ad<7NlvJ<t^d<I%7dV67G+kIw@f9w)D
z{g#nPg!kopI}B++mO*>va`iptF+kn1Ka?U$vuGpY!^dF&gwp9ZIVm47!>;{pu?m+I
zXD0ks$cyVqPc3!)%t)$sM*`f;*QaQ8|H$WV(pv*s7vPtY>H+|n@L)hnVil9!qI3M#
zRU!f3{u58&{lm&V2sC(3{OqdsKKP+44mp#2M8s}%V+<~{jWaJp6Y#LhiCwR%37=&2
zzZq35zq5TA_C}RGPMXQ3&-+&|Yg3=vs+aaH$Gj$gf(v5MJ}$aGqyD!afLdG!J`%SP
zt1+j`l=r0$4TS4;Vc{VPyjiYbsd3J4b2*sm_0(6}HG@#z`_C+uyvARA=vMvszu5W;
zu&BB&TuclEMMYFVR7x78TTqaa?iP^lZu}5X>6Q{{VF)RaMv?9u8WE5f8itO$4*vDr
zd(UGr&YU@W@3q%@*SlhC6|&c>C*=iQP|?uH8y>bzB<wz=yS@CPYTpv6j>#m`-e4-@
ztqM=`6TcbvxI%g3Prpe=f_hZcP$12T>Th`C=XYsousfqU0u{(e$#gh%Z>0F;Oz+-s
z(7pa{F&UQfgg2v!bp8%T7a3Yh3PPO;q-QnAAFJTuo$VhP$?TE$OoE-Pn})?W&My|>
zOS>K#EGH?9F^;PiF9(P1PlN0K^9J5|AJJPdson+p^GasL3r7I}wqf45bzzk}mM~sj
z3rSkE{&lAI-1;3eD!JV<p3bLcInIYP<})2Mrj{?-HO>Y0&Jt_khuS$VEp%0^aF~Hz
zb9LGfaB$i+U<FI9Vmi>a7ROyATJ);_b4EtnoIIk~$!GbGx3{rd4gAm&7Z5&WzH`+n
z56p;HG*B596MX&?cK5B!0ski*9ek~JtP=}Dk_4ucOU%&X;nDPJ2G*3jE59YldgA;A
ztsqOQ=hDIcvHE`_N#CNQEg32%ogfh1xxOkFo#44Za=0|_gw3+Ue++#~r>#}7zs}q;
z8@f`{yG1Z;KXbG3HZ=5CxO0cLuS+($w@$eFyRIw(tgE)SFzuZ2&~Oq1`Rt_>S%a^j
zUGEeGR-D@t<Z^F6&Q{X4<ji)5K|ufuSPJRwiEYCB4L5Q$N);w5mpb>>V_pnoWp;3s
zlaNz(3T%Hw2%Ueqze2h~%93I5!}C-BNiw)Sv$lt=H}gu5n%FPSM$P|<VleVLkUiXH
zkh%IYu+EeL&R0CD@I2_P!7P~F>uuo`$nBAj?>0Qe4H@nx>(jK-A2r$OM`^?bbc8fY
zzs?<QYiusst<1kxVnVepMNn{SIktb$&IN1FX7?&6LndF@hQ*5wNE94duAG4f@ZZ2{
z8jpShvZC4K%$X-+hjp`?<8J%Kd&!bB_Uos(n*{SK%e8dM|4{r(5v^2@<O~%7JUQ=u
z<G=AL7MMV&-=8X9Zq0=DJEp0vw|ld*CBUhTYQ)6Uy(n#U&MVuaIK-3?Y?ig&8{o9u
z`$ok0!Ps70XuM#EK90Ba1!xaawm*(;C5Ek@RmYwIp8F$Lh6_uc9aVdZ_v{SYw#O-@
z#y&P>(-$p)>fy*C^E*p$xHL!?rekl14|+dYVSWdMu)=zmxH)A;GaTm%cr2gxm=Tm=
zhs9t3o-I3@R!%N#XigqJbxB=cKZ0o0NrycDe?~#4ERZ`Dl9YEnILXrf(YeV=8Kyof
zvWZWUjOyn0kGNMp*DGxPI=nSsW92CfioX~f`uQ8U25);!(BO|18+WJqG{nVMoXnu1
zWWYzaBmSk)?mS&)nuzAKi`TW{cpMTkq;q>BA5F2j*ruCv9N8m&J-J|_=bpKi+fx1o
zmWI{oh`S|wv-t~dP6;Tmv$tWtea-ynsdA5h>gwM`a0X5Zj;W$PS%lRXUAP5u-CnDh
z;LOf!%#?JNHS2R<zwST(LsI4XOR4bInXVAeZ%@5;F;rU4%_4g(4w(xNsjq%JSD5wn
zt7b{b%wCh&D?AMW=Bs_nV~N9GtCU7cOBN94%!hPoVdETyIAwZ00@ivnf+0exgp9+~
ztThOVn&5gaAue7((LA-*I{D>}rt~sk^zz+5)YG=yn@w?@tuK?^NY_VtJ1qyctL^gs
zZiY%NUS8OH2x61}i_73XwQnISPQhzOBz3uF<pDUmG|FaSMEAJWjt|hdJbRxX0sq4(
z;P^+=WBSefiO;$E@VG}>=lH`Ns&!mOUAEYEDsU4%CnpP2i=HK+%qlIF8Tndby1&Iy
zb+iYkk#J&4^2^MOEAz&06Iqksaj%CmBhQ}-zBLIywy$DunwkJn7^?#f{Cf?YAN#O6
z+}KY9rKi^AfJk;N_c$Q|K-0>00i5fm#Cd+^KRfwhPjQ7psn<S}`eBizlHyP5tdOsr
zUdzT~_N@_bh!qsoO?!{sr_2$SV5Ayrq@)-*Cs^bDegTsp8gpLAhg9lcE`wa-_M(m1
z{+6=G>XUfS?R`;;iE*m@MkevXA%-}fbkom1Q+*~=iaN8%4rmuao?q4*;b%OiqNy(n
z{3OOZ?*LBn0+!Qp0SI?g$`3u*WTHSPa*%qk)%b(FF%J*q=Ee!64g+3Fd;9NfEAL_#
zK2NRfq?&;-r;quCtnuA5H`2=0GhrKJVLo{1MF(*Uq?5FB-MrS-s;W%#EvuGf3f14+
z*UyIZr#!m?!ypgdbIn}9B=RhOGr<jV0VTisUANW-F%rL<ON*UCG(b&!|775#%I+ec
zPQ{^U-1FKpG=f^CyBR?-wQqy&s$_TIhn#+WN{!xkS5Ieu+X;ix@zBgn5)dO8^$G)E
zbQ>E}W7%^vNpRpV+8g(4pd$6;^6EUde&s)lVRG@j&t8v%nZwlj;}bFCKDV@odC`rw
zaup_6*Hs<HPt?eC^E|k{G~S!#uUwP8lD88dEMWTnXlWGA_DPgkJG=gF%(6RyyCm*$
zCda}zFjO6hOQxm^T^)&}(8G9XxS&Yu<M{U%!Bi1!)n7FusFkwyU`XtWP{DkuzdP%1
zeOs`gXE_3HUI>_Ebf*WFBRs2M)$B8m*^#8495r^)m@@{WUzc*@o-`uClR6948p#-K
z*J8v-KzC<&$>3)&sRhq$#CDSb$NWR;i7Y!oZk^VcM7@(Vh^BwU?s-Tj9c>Daxu75O
zYy^tf_sJ;)GG_hi@8@9$bb9P+;ZJrvcHYBc_ck~IqA^i1RDBhj*!;vSUFOfg`M&o2
zx~F6@HjpyBHp8?2wpqRS^Ao#QAu4imdX5S>4X44I18r}%wYVnN==1#(D7RueqYB66
zg|1d6tKJT+CDZW{N)zVkIhscU)8bKaY&og=>5Gm>n~06MQLa{Gwwbtc@a&f67l}>*
zyF`5c;*PoS!iL$)O|OcYW-reTSRIK2@nuF<EyZzH@UGtC&{u%s8NrWFs(hahmzP8l
zq?}v7TEhVM6B1Qaj;6Uv+?AJsuLdEonHjJ{gzz7QpTP4+GwtVAd(A%PnZ3SY|NWd8
zu@)h|YO!^A-i}v@F?9AL^%`aK0Ht_aOJ4hNtP~O^L4Jp)dF)ppZC*F`1=&o2Z(LX*
z$WHl@Jl~6A*LN*>)%JN{bH2ZDBa|$3TZ$?I=#XrbT?5|2_STk3W3c1W=uqC$hz9oe
zWsPDxm5M$0Q$QvTnIjfUI^mbRR-(d{D^c0`PTAGt&$<vPC$3wr-skq%=k*F}oQi2R
zR8fgR!<77i%Avk1oJZPB2Zwa!*!bg2vufw?7rYi<!P={BAVS~RkzjV>;&%PQm5*zu
z0%H*R;79_A#|6?bm74XWU0O0-kR98xP4qgN6oq3zaJ=bvcA1VI0ln59zdb*m@gmXX
zk0wlneQGPMGiG3=XGX`_dG4^cvr_UcOI-sx5;Ju#9u?xXSce-0q$f<jlE&APxe%Gk
zbOsHL>5V-@j`(TYE9XgO+sN|IU8c&e?l95C;;`nXrK$Rp$fHE?vx0a8n3)ILZMK*3
zm&Qim2srZ|o#S%xifw!RbEK46Ftfn)-Jw$cTs@w3@j5NyL*2Y-f0C}g-p!6qNSolR
z)`kP@!YKeB<K@xtZY|ni@+y)dU{bL<he4jZb2Hg_jE~Fd$x+(wE~sd2n}mNG6(FPr
zPmD^>U!!u{ZYGL)F36#R&2Zrx%RVkQ%!u$dN~bDW=-4~EF>2v6@YLhUSePsE0DP;i
zVX^!!2lTOe#r8LB!)x4`P%Xw7kpLog<L(qcp9UTtJ_L}&Ll}c#*;RBuuEKydmd(L5
ziijaDErdi+YpNmYjx4)(w=PFKzP)zfJ>BKSO=Iu_*x9f6k?Od4WNs}kD~kCW8I#73
zrCh`^_M>^(S?CwJJl$j8zi%57xB=pU^XQ9e+g`uE%G~DTBNgqCi8<TCKXys`WpQyl
z6yiW?Vf_Uw)9LcK27YCGFPc~^$@#Y4N0l`FMK$AoSZVcdx+#bP`D>dD+Ne8Y^V3!G
zx}zjRIHAA>bjo+oWv(k#9&zj_QKzF{?hwSnOO+J<5aI#+(^{!c*STAQX%-{HfsC2I
zloYw_r>{kv{C*c4PI1oXiN(l3HuQ4NI^O-0)Hgf;nK`ER3y+E%+E^3}OV!x&w#@c^
zz_ddE>S584!Kxfi6Gu$z{g~F|GCR!6yeaJYVkfIi#}!9ZR+b24lSx;^@f3UM#O&?+
zu*QPlmKL{W2zC6z086q_PCzu3A$u-|{&xLCFugdkDzkkdp7yUh__wuFC7a*#F7Lz-
zSPiE8y}KF5)t%ny{^vP^n(a4a*I<7hSEbtt*nBvV4<UJgd;-|4T_hZG<v(F3-5j*e
zM6!a+VRE;jZVt2L9p>^2fj3)Yl9J=Cj^H++UFN=4B=x*^`v^*jqIHDHWiS2x%PgEi
zrA~pZdpx$^zmsmIxK!E1yf|#*SIeUjKNCKD(8CpAK<mw<NTz;tFLUk>rX!TX!qY10
zquVln)%t>CNy)b9*q+w<-sw2Od~GvNo7iOyY@zZfHt_q+Gi8%Qf;y;&x1?DidcX#l
ztlC2ha$ywQwjE76$6v5>I+^I$#S9O-8nTKf*IXFri_9v|kh;F0bw{vT3W(PJ0Ujj<
z1*!nwj$oKC{dx-mzSNsF&fn))FO66xu~n-U1{O?oF0M+<JPU7quy#r+Jk4mOOkS)b
z{d$|K<Iqe^m&djyO?*)Geefx#2lBM2#nlT9!oEjMXLfoW-E#f)I$$^c{JQ*WuVbB7
z8AZ^`;CkHAI^95cI<V=}(#Y=0b(}zl5vP*7TBqgpnC=|tydEr1WuLz~H9*R3Kk+hJ
z(Sp7F($8y06V*dS4Q5+8YkNPGsNs03L+wt!3bpXfPA`v7`oS7mw~I^zX|FeNYm}A{
zz6|_s&XJYZkyXxP^us|zy}ZOq2a0DLP-R28(kpCcE83;%>g6|Ay><c;!+U-c_yl8L
z^anfPJG$i9wM_mxHiD_J9oyoEV3_wsj#Rp);ATholUpNx_yS9?o`ppfEnU$yT_mV~
z?MO%vvhHQp6i!lq;e$BbpDG$NQ;B54ibkmdN+4*agt;3Z$auMySOF-hg#}iiceF;a
zuHZQtg=io=$;jdW99_^qI-1V!Hn#41ATmbEpj^}t!ldGns4&$SgDNjqbigtyh0rNE
zu#b@<o(#_JQnR2%A9V*r2a%9-XfgPprrE7XOf2p{G!{<i8PD~aTO`Hi^Zg+`B}Cr$
zA(fRKydtnv!4)4TCi20al{m>{ZY^O3KJr`UYSc&qjzXoUiyglHz6^lHfRPnd?#eu>
zs)A93ka#vqQVDpAxHwxLK4gR8*mm^F)S%qF_S8<?4ezuDfLPU^L4I)3-u)Xc!u!07
zRdb)kaear=YBVpRube#(#YDN$17tw+_8=l#Xjl`s?O<|zWa+~1dCuovo(@n+Yg4$q
zVgrFpy*qKX{e6)p2RpW)VhWu>jNp1sN=n8pkyAM2+(!g{(XE_`t~3RiSVNePo}V(x
zC+|7=qp;&83+hA~GTHJ4CimcT?3@+-Jw2%~`eI0-Eh)A~m6b`t>*7A7WIj)t<z7N^
zS1gz~lhJQI$;V16G0+G^%Fytu`Mr}=Dc!)`DM%@~Zq)u4dyssAyJ&6HM<7A8|CxRe
z5bm2d@!_G_j9&b9;3umAxdUO0QP*(m8y-%Dh(UgIG})5Xys}e_)!-fx%0+ds0KRG}
zTf(1#j+WJEzUgELyT7tB$GfYxH6ix~Uf}u!yye&nyh}|g?%U9ejiq@>n|raUx6J&f
zzJAn5RUvus;}KzW@U>an;u=5A$2i{ZGvoFZ33gU3gRT#ADK&SF<ZlO%bW*0;kX;)y
z{<v?v|K8z>ScPX@W06|#^MN{YrwvlufpO<9jCos<B&$+P#cr_PO5LoKA-yf%bzAJ{
znJinboH({Dc?h{sm3WdfGv9DDx4?8C9gexW^^PYSTIBKrIKm%km?=bMWE==J6-*25
z6u8rD&RMG#*%-qhxLXeo80yA(Wvcr>NxZZZ^pX@^c+V-5vBlD}E36aJWTD@FtJ<An
zU&^7Pn=hvJxxKwJcmsx|YaamL2{Bq%RM9#OgS^*XSnY+)M{JjJE=RbvhqU!sY&OG4
zV@&HTvqHljizwNIs(>=E_|fL7k677&l16nEI_q~Yv{J4uP|!zfiE2IU7Jj#u2g!ks
z8PhG>Jii0*I)Y}dY88j-8mm<ngqkPCH+4;`9;xF@0__gIENp>~n;eOWWJ?nhxnI9(
zBfQAUIAawS<QbOI%q)bj>PQcBORX(Cn_f;y=^gk*N^0}6N=oxx`!-V&Gt;jjQzA4o
z#kbw|zIXIx$TPXl9%3JCP};t=+wS=5#`F5?GS%ra3GAIGj*E3II4+R8(+xib;viU`
z`Onoau>XXrA3XJSzeZMhE>z&OkC3NL83{t)=R+Xs6Y^Xo*w0mCsb9Z>ygSV&I>iCe
zoC=%Hp{(i>nemP>t2o3J)Rp;eIFhI+xys@c78X9`;CT(ZmBstZ?Z5{1x6VgfeZ1w{
zA20u<|8S9PH3&Gf0^)vHt5XV3p#G!cmIN*?u1M>{#uNwsz!FQ^jX+WAO2zH4cDt+U
zL~06^F2DP43s~jko3ZK_3`oz622Hy@x0iZY_J^?l?n<20AN33O0<a!YIrbq;LuL#^
z7{+cdYFJN;$;5#NXH>g+3Vj<`yOS;0{xlg-m#uCPa$7kYGaR^!4usC}iN;e8JBIBO
zOFrpr!cXY#kV`S+7%!7~Rbf1KP2{%&ZCe92A<JyAX$9*(X<4m5=TOY(UC_YFu4Am`
zjIL?I_b&K@x1#$YYcFDmvH#F8B~>qlo3)>vWj!Hdql7&0;!_nx10)v+QqAOt^D-Mb
zi9O9%l*}YUAgutql~Dz`!%C1i0S2~z_VV*R<{jc(j6Nhd(b7sN%3X6^g6KkIkO(-^
z=N?4Ws#H3Rbxu4maYk2l?S<)g4_wh9vlvs=dJvIF-OUm9Amm{&ePOVHS#W8MVhFFc
zN7zQNXl{2ysupf@TUblkTXvaZGyKrBjIl(Zr=k)GLctO=-43!^hJyx4^+7X;dMAB>
zH5q>C8~6KMi@X|VluL?lYR|>Z`eA{7?m`dzlyjWdt3cf=ng&qyd(S`5^EW3^C~xEn
zU-9os$Rg7(+%WpBF6rp?ZVP%!cE9wk7EbYP>4~CoC$>_{`K2?hN_8eM>`AGy{^ZJ3
zBI@a6<<pf^-<1aWF8ZjccaH5;c8OGO0#hEOJ^Zs-_NHwEXa}|$^v087Z}m!Yy%cM8
zo(;-N)s)!}2LyVu1U2?A>yVLM#nXunbRIF};UZqbgfF<^#LB6gDwt$RBbud3x;QTc
zPSyqldblvR`ngJ<8RzyYL6gCqQL4UEg`+0CG>fXY*Q!%~+*dFLf`j>0{Uu+@>#6~f
z=Ee-Re9F!&w)E<&4C>a*<6jH@yi<~Vu=Z8F<j>QM%*SGdjgjr@`u&6$S8>O9XLc&r
zBpT*`ADe^u<6TCAc5hB_Ai0!NDdekhfN^6!Ni{*{HZ1(2NBU!q@WV7h(EzL`#e?m{
zMVmX<c3S$-)Yn-{YPtn7!ZaIGU4rYjqjC=k)z9Kgv!<SwoJ^cZsUl#w{O%S-tK%xI
zx<%@J^(ONiiJ8G3eu7jNfrzqdF<xe_==>xp;&vSMjIF3ezF2juw2h~i_v$YlKVy_}
z<V~HHXApw3Auy>F4o>@h<Kw6;{16@<*Z%IwZUm@rw2v*!%_+I<|5^{#l@)o?^!`1e
zk}{8<aOh1vQgS+iH{>p#&*FF=T)ll&lH*%U$3el<U?W;7jvkjE6<9;N`0hvvkD&`#
zL)VV5^X7FinLRc)^wFr}(Y$<3r}rl_@(U-Vk;y-G5K%=Z^|YZkoBfVc&f)gPQY!>r
z(yZt0Q0(|_oRlvmY0n?%=Pu~~P_C&FAE(w>l3Fo}?n#c6@139vVh;+W+_h|H)a&Qo
zEfN_=HU;}<on5q@BqlsZ929<e_PmfIcy!>wtIvvwUpnstYmevXYQ93cu(Jb{v;Vl0
z{bqLSQb4&!SufRJhv8C;$cs#mxvEyf7}QH^?)%Sia74w5JM3dW3PvO@+j5f=O9~8_
z7fU4+HPybVeDP_mL5^!&wNwFuG*3BQLFbXI4`?8102cxC>%KuSly_jjqU#45;+y&U
zFO%(U0vr+^a>wk__T$G5je6Y|$Erg}#FtLt6#GAxWsgR5V!D@qyzLI7)8jR9W@vU~
z2-NI++ohf7po$lRayZ5OvDrW#(F}BwY!<`cB1>16x3W@uQ-Q;RF#p2h=4VKgBjp|L
z>z)rA;s2IXVa9y+HXi<j0PER#+o2hI!hfJ7JI2?k{IZu|c-gu*G8l9FsldhJ=g!x{
z$aZHid+R4OFPPRJ2o^ebnfeYe@7GR_&gzMls->5^N*fibUWm!K>mES#yG8L6!}Z2k
z)6evGPt}_HUkbXw&@hsD4I7vtrDX<yiaqRp-s<++X>HLrHG~c`t%}lTM{E^%bYh&*
zoVE%Xb#`liS{-GXu5W}uk@)hFzC}#H_Xf?Ji$X`29K6jxsD=$}X=#mrS)KZRzp1P6
z<Fb!PDB#H=4G4=ww9XSBl>Qdte4eQ_Gvjk?SH5T)Ju+iI{MZKY&M)s(X8nwE)<5bv
z405>NHFLP32Qj-g=@7Aq-U0@L9<Q>L{+OVi35$kfpaPEC(P3rX2@p6**)Xx=iMisN
z_@IK?k16EV+xH|P>@w4;X{*f2#U2@tiOOmePg`X5eO%;ztL#=e)gijW7@P0H*8H);
zKHvZ8e&<ht9`-vrF$UW)SzwF~PvI~t8$5V(Q^4PDS-S4W>q$GYVBe6&yRC|eVf*it
z&2omX_lGWW(-?GDH#E2WL<^3iDTj8&)=SuVR*g50!~%-88uXr2tqQ4E7MQo)qPq$~
z|JY$h+hEzm?mvO0HLLmo97e|U#eBogl}it{!^GE2scSEg$GrK+@5+^VUvj{V<>i$N
z3+v5GTc1;V=}JdZtK2GzT{b++Dv+03mbO~P=A+n%J@L-t9!F6W4cUL%Pt|&Xe$8w^
zb9TO%!1sX`qkl{55@bij@<22S?;6>T?MHXalP6WqW6LSxoP0!OD@`upS2F6smaaiS
zzPL<G-7bY&KFf+?zxioyGl>|jP7)}{INS@{=o*Wj#?F6nOK-cz2T<ABgot(&1}FL8
zF_dTv-B+)0OpIpKis<3cuM#1}Z$OiXs)A1lY0rq(z)>r<-&N1`c<Iw^NFFSF(eYW4
zX+0qWw~?MaCJ$bXX4HwFdC#m&&ux^foU0n%S1y_Fsc3djCu!!r_raHi%v+`xlL{}B
z`)_U&d`7iq1_x`GRk+(axk3Qx?jqql8Qv2|N9Sorg6ey7_d+-IuCi|Cw_7UhzV3+3
zd;gu;z$I2XJ)I*eYDCe7{4Dn%B-p@@J|QGHp#;(6Ti*r*uo>NkH`vM#(iwF+hqB{4
zd&3|9f#?bAulFdjZi1Bqr>H2KPRIu=G+G*V2tS_`B=XYJt0u2};Tr#DSGs7-=|EM)
z+m$@2j0F+J5xK-&d;$JWOMzsN_m})>X-OW&HBPOeDn>FP$qJ~Vg@vuGiq=d>^4nTk
zkvGaz8PgJQaB#y#W0oT}^~9c=FkgKnKGSjX^jdK2DXwtXR&uC;nrdkikniRkWZ)E#
zE3C77<Lb%+`doCpd<sCKH^~MdlsGrzM9|z#I7bfvE`**hbu(-$(8MTzkSzHl&ydAj
zZkf7G0C?KQs+>P}iS=5`W7~<WJL0(=Wt>+=1XRuh?QUX)7Iw5{lE4S}px-fkSF9j>
zRPMqo#W+htMAj6i>oK%NgA8f-1t>|B4@gRtu`!PYP;V6@sNjz8!J!rw{Cm1$@#PgB
z3yZ{y#6x3K3Q0`Neb?monDHKo6QR@$(|yM7lj5T!Na}6N7isBAnkT<x7n?I*owrt1
zl9#6kLa3+brCRQ@hXRoCydJhOtuf<y6s@-smeA!gmGE6n@p39m!AUN_^BNcTst&;w
z>l2Su=uN{FX&!eykT#eDB(as8!IvzdC3C7%F*o)Dby9~0S1N`B27xn8_)tW+j8Imh
z;kjA6zka*_oiKrFbgvlAqOPy?i$DQUWTJLtU3PV2>ZMlq_xpQ$sbM>gYuE676mYP2
z?H}o-4#||+*C?M^-poeB4~_Yt-CbSxZ>(+;To#qM<7x%&bY)wHZKf7w@~XbCNIGS`
zE!TS`Wy=U43;a`6DJhj9+S4@orH2LDv2b3PO!wdL(_C$XFzrd67s8Z3K*HZD`GQE+
zy8%wkJmfRfhBgIzt^Kg;E<fWpAj2kO%r|U%+6_t*WS=>D1>8z|Kk$gL(C1}NnK0&Q
z$I7_9+qi#eC~33i-GaPkWBu;DD%I99sxa~8KfHu~OAmN2HK+>?YbINyGEh(B;xvgt
zXbof*5@rp|J0LO*85)oo(?7zCVByuK-jPi05FLh*ivF<~h5SsJDt-?Hs-dS;l9<R%
zoEw|E%!-E6ATt>9t7&a+pwfy}8Dl)=99+t@W(;x5#iH>Y1MRuqLqWzjuyDMiofF~A
zk+;SR<nECD4&WpbAhY1s6C&q_l5!C-dehJ$bBRh@!UUz(8B2|@Fo)D2UR1QCeBVs-
z@-0|foyDQvEQl<fthOf|l-S^icb|FlPT04*fv`QI4Gf#N@O6fqD4N=v7WCaDlPmgF
z=YP~+Y7o7?bVtJ8!cO{S@l(I+`neHOI4r}OlbCu}*y<Dk^$Bab)3rjfmZd6V`~r~4
zjsy%z6Ukg$4;QeTCJ=+e+VA&a)=-%vAQLE<5bcoTPh~$U#L6}CZ;sH@+Ni=RD-`rU
z$ZTcwAES*Qdl1um-^`|4R;UM}8#A^L<M^DG#--l~6V4QN>ZdB^=OyxnyOLY%-hH`8
zyMovW9l^&B?R-!B#j0`+J3Gs=3?O4ENU8A>diJUa8SmBqq-}fqy!q!%*4f(+uRVRr
zcmbL#LBnA{efk{ntYm?aNMiQh-sy#<B?Tv$B#1&dlvl009IiVb4ws-rJdV7}%iV#6
zT8E)6Zf1Ahla+Crc%t>t=ll2VWVEBdlH-UjbK#&Vcb9li_RIKZKycjDV1Q1Q%4#MB
z?*kZY%NA)F$?%>>$BZZ{{;bo$2{rrS^L8!m4hIGFvr_^6bnx1<zdyLLLWbt~2dPk&
zC<jnXm-_ctR?s<WQwW3QcM@k8YGEB?4}<PvI5^FcUq!Ss&?1xKTjfog>_6GxNwpeK
z|5Q93hGa64*BJ8LxD7Q~O&BZ+)e7zMJWm7^6O+&MspCZmLbX|W#kjid^+DOYm|MQP
z$0=mt7Pd@2dFiSOv8u}!ro8;3VPGO&Akk`0`<19!X)<)|RoIwbRM9A-nN3*2jN{Of
z^3W0ycOw3f`7>IE5<~3HDP4M2T61XkqH6$EBXNw?);6MlB+{?HOmXPF_!QjpKz88Z
zOLQmCf+h;Rf0C&lN>u7L^JTl)?`mR)p~wiKCXk5FWekie4bJFHYGE(DyB|TQ6)`zA
zsjnG9O!vbl=q#k+2(d0Y1}r*CD%XVr>43#zQ4qNQ_)!3hJqKt}DT(P5XlKWjWyPc#
z9S~6Md=Nh5A09`ZkZt34j)L;p6=^>niRefo)S!A=p=~^UbV{;i7z8X{70uUqB|6?z
zYolc<YF0OwgDHUW4HA5_fsQk9NXlw(P}u#Ss``_OWYF#VAtx}*NYXTumR)#vIt2sY
z;B#vTR0TR<I2U`ARLCIZ28Z>{3GdfKcw0y+J^tm6>*UBaOJtZYioI2L3Y`-dU*?L1
z;ynzTiwkt}u$6wGL$Q!UEI?GvI0;5e_eP8vGr5|ALUf788y<<REqp(U3b#GbpeWQx
zCTJhaQZYzAfk<~YL?t_3<nQg{_RVay+#{BiDV2c{!`>vl5gLfKdRDJX-ZNi}0;3E1
zRyjZ|-H>DGJ%eo|a7b!~PO3`3zqFieI;32LmhLW|8c(8QY<osd;w_x#qRtmsD&t=o
z7}YmzuYC<5!9@y)kmjOo;mwg6+vnc#(D{Y<=0l%xWSQ@oTlMyxl!N_8bPKPs2I8Ic
z499uPc=vT)(=Xy=mb8D&2;VZWwmlC$`B-YV9IL$1tS&P^l#wMRa^_EYmPrR5r?8t_
zfcA{7iZl>Cq9gQiTwvE7Ufpb7SwXDp;o<jhT2vy(!;3`Riv!7d5%u*xiPQmYR8Y4N
ze*R1<RfM9lX+*s`+qdem2S7m^rq@Gxj!3dRbTB0pr+!1sboL_oS254s@?}kzkKKj_
zPYsY3pRmuoHUH)U``w2Q<2a!%&F8Bx_}xcaOFxM5Eq~;9bfqeoNCN3TjuWbt%&co@
z*!+3169Tl5&w(L5NCMgk01f0j@bFZHv-R27PE<2uclUuBLCgVpSN<|%5=B;O-9vE%
z@dz?o%c}O6bC~Fo)6D-OPfz_xt5NW5;P(SKQ<lInh0mHyld(dIs`oWcx*C3k5=Vs+
zEFzGwXHK<z|B~LzJy_4$7fUGQ`7q}~U|XIRsV(=CE!mFjKbqGTGKlv$H+j@)pr0o&
zNv&V4tokFfl#pPK&j~qBZuo`(lun>X*X1&*arS2H`+^5ZsTVBEC+k6TBB=8aPeog>
zhC|pDsMd)IFLEL7!7%x7o-yq!NFrTtrhu0avKf~h=&lmWI&HtkF?7qP0K|jHXcbw_
zp8M;x(~*<<$-(jU903v}%Hr~6y?K!CP5<l_fKLi>F#Ux@x2|A>OiI<JxxPq$zMEb$
zm;x1w;__;-(nJB=m|4Q6b8iS<kFFN==g)1#kU~Hg_Z=Q3p(1Q1UsDnN2z;GEU1Y=k
z&C8$=e=*BiHbzIFPDDti8TjuiG161eZbQ}>xZiNM-X&ay%NGg$p;YI*9rnF&mHT4C
z{oBpj5zX59ni0$r&cxknZc|@g1SA{IciiHpM*4f=q(P<*{y7{o(-u5bod-Gd?Mn(0
z_Z*`aSMG)G3!%kjtdc;RB9Xp{aawVau}73ytxHOf0(1KCj7TD_o9q7c3g#YBT;LYZ
zjl4(!JYWPt)!fCCJyAxk<U(p|dfq*rzYfYY@nfar3;I*SdtiYPu;-KbNK(?GP`zC*
zU!+w~lUgOweqF14p=AonI>qp`n3_l@zdxI8E^R@0<OVohiCt&f@hrvbpHO^;UH;>t
z&g}K$^U~v9y`N3HqZV|2<(!1BFm?J*ru@drfBgd`VjvDu-*x9yPM}h*R>cd+m^>(K
z!r^KPrwk}I?XQQo;54PAx1vp#uHOZ6|E+2NdrEcNjvr|QTKhlGGiX(FwBFRqQMK(5
z&Q&j<$a09$KKwi&P%Y4U^VF_hKcs|(Z{TyD<R?sjI66AzKzc!BYilbjpNU+2VUBoF
zdHynitmBpQH2Y`HEG*#rG9Ipz4mR|TP$yZfI(*hQoW`g=X*E98+T<X7zx8u|0Ipzw
zKwmTKy2HCv)q0NB*XV&Wq{6r&c^vW2?(uJkA-K!2Qo+BClu0N3S!Yd!R=CL<BVwTk
zC`$nu$&L@8o}Yiuzo(ObRO>BZ_x&0;D`0uMhD$IMR|M|*4+?CTC1H%<L^@~!kSckK
zHKVrXI6oaZE9$?OccmgwqV=!y0+PM#q8g{}T@uHy-V)PV=3gDgthKu7CVu_;@$C$*
zw%g%4*##4T7fYl4d3lWa!@REPW$EETU>%<BwL{kA-gn8rw6e`60Uk7;Yasp)fcg7%
zp@tAVgJ1Hm&cuL=1%+g4q_)p<I|ST53OLPo?+wJ&m@O$-y)wTCPC6gtjXI1L^eVc4
z>O~SjY&#*K)sL<~LNb2;ZQ6NqXKy~k5+ajE+|n6$Y6+aCa|F4b&!CML;>ZGhN)i<G
z@4$EyvnvXw=)ac`*+b~;_YSE*D>mr|9B@+ahx1#tMlXhlp5o_)Kz8U$1&VZZIm(tN
z28qj<m-Uv>FLMC(eFDtan}8388!{7p;~Zn09gUwJx8MIV1MXJ+7?pf6cS`$Bb!yuq
zS<-^>RBMCvxIhk~rQv{*1T(^iz+j7j|1|?d_MolNQjksQyAr4c6`tyj7VEg4k2nW7
z5CjnP3P_-ypxxdm#nV{k+a35e@>89&n=g6Ixb@-eJC!rCZ{a*9N{^{OMe^evNTIG9
z<R&MO1dzxW;sJz?F?V&#&pU200pU0BZ8m2uKU;T#$7rl4Pc=ME{^8sTe041Pe!(B$
zzW}7vy?l3CGb|-2o$z!3mdBk@Sl^er7j2N@@{KBt;s5gy@U)Uvar9GU^(tqYJ0jXJ
zp{g6Fd>4EOh9Ub_iMN_BeF@-ws^6(G3p!g<diC7qV1$hZdT7QGspZQ&clu1BdH^hJ
z)BE+pA4_;v9OeIAq15`zHwphH8$!*sVD;=dk2S#;QZ5yWKAuAt&NswIkb_OwZN4|h
zS^g#gA|j}k69%I&rFSW;UHjYNg^Nh1up3`A=WU7egJn4pPr86=EZDZ$GUgptIB`Xm
zxX?rT)k}dqaf*j3<s=QLhkZ!@bFhguw&|^Ul{~^@#IJ?X!^0236M)np$YMra;DsKC
z_edz~7nZPhwM09Hy9R-vqXL31^rlC(=g|AhoIh2+iGg#ABl5<d&<;9}!~H@Yh-fyS
zZ~AdYHx@7P6ymHU*R7g`m=WqfbEaXr1?C(s?}KYh2E^P%WD;$@IFzAG%VjIi4jYxI
z1C8;G`qz`uVXteA^`YXwE}EJ*dif}&KfVL%<(dRgQQ8J;NI++;Q3k@8<aCt+H3=^&
zx($i_P5_*!ma{WU<>iM6D)XLx>R0uE7frcfaLa=K9|Pids%V2^GZx$1XbM}U$`|ju
z8-7gqhrpRC$P>K@SPUk<EfvU4R83EDatHEqzy(N8*yE%8kRaoat6e(I7noVE61(1G
zpn((lD!H!*)oVnz!GjT#Lgw?RWq!BebPngla4wU(p20n#Q`6ai9p29)Cjo%W{R={o
zmz$q0f8eA4rXloFo_OH1tn<VXvD8sZ$V1@hYgB&H<GKH{2|17Dmx$nTy&$$sGNfbp
zVCcfxhWN+bM;Dl3QTBlwTi-n`8WUCoZafszfD$PDfw}xSr|p&fZNFp!M48};K!b1`
z@{RB-?$_`{@+RY+<`J8CpP&nXtZY}6&k}Czo_3u~&*eER<~~uY%xT%#Pc4@C;l>d_
zd_cwkkVv8I?d_Hj%D%1Tr}v*Iz01$4dB;>q9KXr9pQ_<m_=v*;tt@{7!QnIR?<5z<
zexBR`<+UcG#qonNup@iscJ?d#z_b8R%fzHm7Gr90|0i*KJcNNxs+7+(#esUKkNy#~
zt`^9M+^X#Rye1X+9Z3Cn1yzFvD1+`l0i$p(3c#H%uGw*W*{k%G54D{A%b#MX9u`h%
z?IhU$@QExlV;#aonGp{C&Z&|EasVGe7E*Y*w=52w^(P<r1W%5@nIrH8-UY2L>$$k+
zuGZE0PlCC1s6&J2&d54STn$aabwe95=nXF~88c5$D3P>*5_6g+;!9`#^r*fqGIeSD
z^0JZz^r0&RSCLd%!|AjucjJn6C!ZoK@k;m8mzr(qCr21u9HH+Tf2l=?bum9T_`r;w
zcJ*k=qm(3q&TRpREeU-l8I#{XOwB<I6a2tOql^lTY5l517j4|keK|ti39LA<kHhpT
zksf77?48)X@RI2SU-c3IT^PoyJ-J*DcaLbgJ8rgcCQKeW2BmzsDa^qAFDeOV{YTFT
z8G1N#oUJ^Ng$d0|`N!2mzy7}z;e&(CkGI&|wwx0^he^PGLZH5BMujgYiQoAh3@d?2
zd*eg(exe;{GALVU`UZeN%c1|F>lf>q?R<t&vXkwMEZDy;Vg)|!8tuJCj?;lStH(nX
zE2~`DB0+T%%h~Ex+uEbNAG8BS>}W0y>Z*HRWv;i6(CoQLd5XmKvaaiuWPNoh7WVI_
zI5jC-X`?CC+G)Qon6BLWAsVfuyuSP~YSS%=IwY6-anXdfl`VVGZ2Xy8v!KoXL01JG
zwAAZsb;{44`TYJZBHhURo)F}$_QI_@<+508fK=n$H56<c?@31c#TBKRBcfgwS2j)M
z%DURs*q_$d?rh)fR~fbB5e-rGJ<*ANAzi7K@`r_jvBBLBmGyo;-`e?|Z{N*Cz(NYv
z<CBU&H3ys@@F93oDK36wW_CrN=ln0|uf*Q+JcO0Bjz$9646DN_pGuLYT-KCU42CXd
zjNg(<k4D_g7@e7{7%sV*od|jDFK08kE)Ba=%L83qIaW0c-EFD1Qev<Ob4v0rKYX=7
zJtnO~<!Gp6tW8~)YQ!0R)gC7={UOwt$4@Tu-_6keJ@d@dW81Z?S`IUE8T#<r<|A%y
zVM+}%>Bd!B6xzHuvRNEnw=DXzZxP34Vh}^DW`?ByoKe=P`P`^Ph{4=i+I8Drt8Rc7
z{h-xV=_1w+-9N3#KH%ZLEx>PqS^4liP|x_zoKae7!AF6R!=P=B1|!0b?EG(4jY}0O
z+=~L^4p<SVK!?r&j~q<F8R+B;m$Np^;}YEJ=9Maw9E?Df#mdsR>IU!RoR@As5?`0Q
zinAVNq{16FA2F~C*VmWuEXwwZS2niX)WG%*O-UnzHquA^<8%1$b;UWKW_G(^e=Be1
zXP)3TJ0J+=1gtXQWzzlqCm~A%DkiAR9#yZ|MS<l-V!w>no}znq>@tK#dS`t*DYnF9
zp4H}^YZz}BV;S(!a2ngj(3#21o>&0q7c#!JV<VODl${-wAt(37a|l@8d(NrJ*$ORl
zalAb#GvAo?FUa?@R7w~s`MiAj5Au8|x$TVcA^rAvQ#&=tkP}3AuY!g>USd?oDt#MH
zVpX;>WW1z3Xu<3&=;ZFXBlSb;y!z?Us$<=dlPSWx=MlAgo_7F!w68#x=6+!@_tPf{
zeE-O(n-)Bf{3=w#`Zz^NR@Q>Y4{dC<5}F^<ZjV=MF_6oI9xPbP&?go<>CNy0gR12k
z1f_(7C*^gn_&ZVEs8aTuZJXJeOgfe4(~mD2xwJ0$R?W=O#dA)>q`~{7KhkQR7O78k
z@<{VVlY$h(5EV|J@qnzZSMX(n-wK3N#TsLSPkn1g>sWN_`M-(_)=LPPM?OsKxu;$b
z)=zQ@N|6<7j-vU!oSyAwV|FziI+kZwmJ;?AB<i|2KXew-3FNy|O`2kFmagpX3%!5i
z!=Hy)t0J9cFqA^>BQ#6vU*W)XSf<~W`1g)1n(kOEkztzHBLT)f`y23{Of`CWF@F(d
zRK5L;Ddk++{xtEwvV7q6tb8s-M5>WF7}@bSn(t4;U$x^2TCtYol)20MS2BLiyeA=c
z+1sPv-rBX^+GsH%^qG`e%ik9`JmmW@bv{D>)5^&r{DLz~J;nk&eQsl_b*yHdsKi`)
z#Qc(CZq9n{yT4%X@5T-mQb>u=6@r7~lr%L{H#cc|<pMQI$`w_#T_Wd+y)}wUh71c-
zr!i)aN$a^#e<w+R2J{ZjVr%R_{YN*5aeWGj`3%WX?CY^_csCXC?K9}P2B*&33K$`q
z4)WuD9veQn6j=L<@A&tz{ho=!jbEK{ki4a9e4Cd_8^fsxD(9v|>9VY?{5Rwq>2<Vo
zZsTUe!mBh0{zI<wF6C*@)-Er95lo^Jh#<~6YVq=6z{TJEw)cKy`(OyWa`G;&0QvjO
zTvx8NtC!pRczP~S^vWThHDCPZoU5T?$>V23N{X*W4~i0}bay&JnrCm01cd%Hr6|1Z
zo0JY6L*XT4rmN2@=;r8n1!!o?EV%XaNxXVEqATchNZM#bxcocobZTFjus-^DaeTld
zsX7=)f6xd1dxl=NyB{9s&j+8@*O^UYemD7h*-fyYU8UWihZh7ZydfwEU5<?;zI-V=
zGWND1qFnECD${Us4%p-6|I+6{ZsP}R@UyDuoBMZQ^@#I?8;?Ab2+_;G`<IvagSOcR
z(A@hyXzq&Tsb;17lUjRw=2y1tI0ujM7eQtDbdQ+6t&sHNx0pzpN@(vJIr3r9JefXC
zrp?dsTaPG~84t?z&9}EcHth3s-1dlisJ7efJIt&2txO_UY<OnY=yBq!r_HVTiX!?&
z884(cP9#It-95+Dswh5KZ*+lugw5qrO|PEw@Rwv^{f3{gMC|nV{&jjhplX<*Erc>u
zO@HJBbF#(aw5-UW?H)W2IFhq`&QE2tg%<_7-nDqAqb$y?#~^ddV<u4v`Jd5*3w8CQ
z5maVtiFS#@+bONueRTP`_I3|+ja3g;)#BWSZ@_}VCcZzJ60g%sCyD+Ld<xGimvnD8
zQgcY1#MHz>#d(JY0?}#B5#ekm^5L-ArKw52dhViTOXh-;=vZwd=V{;$K3kY$H-*dj
zyrKmK_cKz7HyQ;Qx_4{1o~x;KgSKXL+Gt-f8?T&iX@18-T7Q>b_e3y|h56Uz{d&D<
zA+49%WLbtvBHVG&xTi%)1DkYwV_~gc$85HP$oI`z<DQ>SrQ;IP9z{glASBe~+U(lS
zM=LLUh%LJTwyidl(?O!JdfyWDf=e%Fo~FTkTr;b!jRr;-W5-3((wU!DJ9zH@`QF1D
zWMrRHLt47K#by?V1_lRH`cb6-wQ^l2eUG#9^2A@iu8w2AFQ-674fTZvEzW1U!1R_*
zXs2d=<U%9r#`}=NL;d{`cA@2(*306i2LbgjK?H4EV{Tz;&nO_~^#3uvqvTwJI{svF
z$sz>pgGISnS<+_cXp<TE(nG9LcJ}xqFTs03x9?`cNZDO%!+%eST*=td_Nvg&vQ*u<
zPE`&E80+1qrWSQ^838Nz3Nt_|@!}##hjoD0(FX6Bb)AgV|L<%0D44rca7jY5&*1Oa
zC<TAzs2IqlLuV_cmv3~W)6(U~<cCPZg2gej$W1lY)A90(a>V!R+7>D2jnYE5w2Oc#
z5UgQ+F`)iIe28>zuH)|RkW}N^w<x+&)Ack8WU5gpGeq~=*nk)~-#mdf|6XI{@AJER
z!%*rMP9^gqoJ}O$pwx**utwet9fg^RsZsFsOy}VtxpbMJZ^!219Zmu52r8;aAY((T
zWL*QV(4=0+&jar9kDMs^m^c9jwFwWE6d!^YoTT+r%K41YC;9~|%tBda(oud#%`b9L
zLHPgoisLZp7pbwk+9!yH1oxT<CRG}_X=z1NA6HAkQ_PpBsAOlnilHY8U}a5Zvk^{d
z2ntZKw9Ik$@b5Gga2nfq$5=IOeeV2TTrg;WU-JH>(dh(&nt~4`1ECKIdam0BKoevC
z_;~UPI(j}E70f|ekC8>#lK;JkA3*<4he5qqp2aV1{39@CTKb#;&;px(;!#mCDp{~J
z|NL{v?x|Tx^+Kv|XYJzqpermN+^q+!KFd0^zaVva8hx_w7&-Oa|AA)F*Lzt4jm=71
z8yihQ_T;Uqszjk%QU~b2r~humgoC4E^Stl_J}e+y-eC=<B{Yv8tH;K6?+s-|Y?)h`
zn|BYFB%(N~u>*H3^36m0Un-fZzi9}O?D}T2c88y*!%T&%c!YNoUE}c?cRAh+!5ZEg
zs<}jJ7Rqp1T<e6_w4yt((6UmSU2e7KyKec{B|DApYKI(6(f7(#_B8G4KsS{x)WeWA
zXw0Z!P|7PM_MQ35OT%{=FT?>U*ZqW7rGbw9Hk2@Qy?@*i1bWcF-LyXpm-kq4<sm^w
zPr^`y!OEPqes;1|Yl8%((bE=m=PRD~BZ?|)*}8|0(!6}q97!K1X5sUR0uu>IGIDOb
zNpwzTmL@9VazVDX`qE-gn9P*}g835qA)gut$EZD){q?@3H}0UhGATDhoqeFdIoy5B
zC!ZdNt|#+uU%5%}Z{7l8bePp+bB&6Br)$>K(lnyqR8CYhvLQIA_d~&2OZz)^ZA<sn
z$xeqYHC!4twpwF^;c(*F`DE__z@(jzr_ugKh+5IB_zWpf{b#JRoW|8qNk{g4bb(tx
zep_=H)4}^|4H?UKTo^nT!EPc?=A0~cZ(p8!h$W8uF{qi+z2yqRF<T67Ic7yr#WgHW
z+!=iJlUxAT$aya79||(ZDzNEz*525hz+<=tv3{x3=PzGGF#}O%QyG^m24$0@|2Phr
zC(bn3Oc6%%@+ha;P2ITq>xi9gAdjy1H+A)ZR=^9peKQb|4~mM4sqh36rQ^2Y^E6~d
zb1U~u23X4Cc%q&?X674QA}!wuzlGh=H)=I4`4Bu6MD*nZQ6Z0B`w*X-LPRn;hjfdw
z!K7CndV(0uWuuPM&s`4g3llSl4}Rn6UQRDVAZVX~STW=h9WqxoG<*ifT&q)?{rI@F
z1jlH=mMF*0?5);e%U7yp`g=whb#z7uW*VGlf`fbKMpbwBD_*IanxV8xN4H*+xlPl@
zBtR^@Ha<Q58JyJy#y>=T-y=3p(;9(Wt(EI7ml9nX*e(Tnd^%xRkgr{RYokBqFq<d|
zYWnTYjx7Iv8<TzAm3*_qa@+PKuW$3u=bq{72bgo9PM>j?MwB1&AqfEiWkaJz8c>it
zF27G6cDOKI9WxL!U$s2|XI=@)N!nE$9GJH>y&V{Y&2w1S66ERm^;Fd#9jjwm6>XbH
z@K3Z39pPq`^6tW)zefMXXf$Nq1FxKh&M@Qjs%tFm%}q(WF3OSp=(%-t7m4yC*Xo7%
zcG?QaIU)_dwzm1i%j@2l(}X5u<;<3E4Xa>FYZ6;-*=WyANOCR=CIy1HoqS5SX>F~5
z7AyugHwzCo@?L3asgv=>ABo%v*<?z|0ccq$C}$>VRK`L_C#v7jVA3|nH8cHlOV#pV
z9d#OT9jWVcKimn(67W`QJTwT5W*qx`xkIoC<Py>Ms?MK~89tc0r(=9X=?~xq`+?!_
zT)_i>VA20wqNnc*Fb(vyK4Z<n1&{S+s>9z0Mw`FR7}4<X4BAuJuZ{0x?DutK=Dm=B
z3|w6Gjg8sesZ(sAs_hp-Mn;Aghbzk@Fr1N?+|mIWrkcW{(Yck>#T;X>l=;(X)`&OD
zzu(8yR)u`^nP9F5k{e7OCQl=YRdN~o)84&9G;=|Ty?+bcf<x`8EU-`f|Fusc-0Mx|
z9!F|NZ)sU1dfH;kB*fo!QEuo!!-2$%;^ODMVdN(0Jmr$FU+Esa{0n;ETk1aM=Su@#
zGim$4HE$$nX=PSK$CNLBmqU3j4x^*=()|Nt`JBt{-cV%X&D?JN-;wcmQKJbUxsR8?
znZ}bjIucml-j)*)DH0YwE!Aj)Vh8XsT#Uf7m~R`w>E-hoNpZm}6xQq~U>Lq}^@Go=
zG)z|JQR?mn0b=(Gi}W{FMT`~-TXhDKj``v<16*G_P3UA^mmxMnJT$m!-~Pdv^@0}P
z`;9uS<x(%lV>WItE)P3rcQ<PITb3~F)&8p8r0n!EEuw(PXtFGL#vszW`3VWc&<6UB
zCuE)A?5}*AYFMcAvg(`91T|KltDHZSahZ|$i0;M9o&8@vSe~6<_P+jh{J-)3XI3v>
zSe4U=*K&08hdngUMRx1ft(43p9u-&_@fa<~H^E$dt@dfxmc}T}944yl0LPwO#A}G#
zwmo6h>#=>{oZrxyUo^^Psd=Ei?`Y4Z2<}wS-BL^|)8)<0$Hz(*?TjFz^$q9E+6H&{
z={Tt<-nj1N!hP_DZ5o3Iu$+}Fi;{ssLG70=ts^#tslu^jp}kZYPATeOCN*sOA9Vod
zIE0s&DrIFzO9D=P3+D*&W2arpH+ydN5BKD$6^X_NvpwkVXKywwqUHL)^!%@oOJ(O<
z4Oo<Vea<9G!t@;}qn^#r%Sp(D0P7qwW|otZ@&p9JxHn@7x_qrDX)7~<W&E-#H1p@D
zDaZ|MG#Um5+ou8su)my3;X6yd7DIWG*3nU2(Q<EJUq-EvU@wdJq2q{-VBhiKA63NB
zlJg6k+^sSFJ6$+9`3}?9hW6~$#@{lqNF>UHc}<5E+3((DLglvSU4H?R(DQcVkA|6j
zOEba?{hi}(5`2G8kE!_bd6}Y{#B&uBvjG8@;k?VY!91*P`Ab-A`*5*I1&3u$mx|6!
z#E^iGx4SzM8F3voI;x61HYc^?AQ8w|ZI|_8f&S)X4d>i+gx~D8>V#Jf<hE1A1)o}s
zahlLVf%^~{cgKXMCG<zsiQ$DOs7=j~k?GcQ@-hea(bJRTa4O72-Fk-3)S?Iz89^Nv
z%$8EQeZ<3mIPG#mP{Bt6jkm{Zq#8*QQ(01{M)!D<lTY#d@>V3Z7Fy6A(NG^Qd1O_w
zzCl-F(5yZdvHeb6V^J_?i#RLcp0ZV2dytZ`vA4!!fNjrv#05$7eQP}R2cwBqaz?Yo
zBO+i{&gWKEYPSlsqL;jQ`|Ts|`~TOXrGoSVWK+_pki2#+RjQE%vMLr{@6VckkIJW^
zr?*a`{#nPrzD^qzP4q}mF#ZIa!Sg;G5W8oksHBvdSGHiRfBWFj1A&xOF9zM%$w7xd
zd&b_<it3BeA)0H34P8zuU8qX`Ugm<5rRD5GkiKZ+BSyxbvXBDIOaj}mWis^6U5y(g
zi&i|rt-0D-*=2SaFu{25>n6J_N<BWsTfrf%k@w%7JoV@UHup(wLG+61^k%iz_R0!h
zMWfsBINA*HTbVI$t~Z#@_XNf9qCIqEuS8)8<J+^{R$@~xL&Niw)PLAK-Gyr!zX=<w
zmToJdy#~6z`0g*FCtMsuwu{GN(f0nc+NyaQ9sFHc9wHAd2QjmI!@Rg9R$jA1{Nue_
z)!NtLOMr%;p{4oU)7$BuN_{IypGP7DCXw}VYE<lPXex5A0<Eg1R>d)6fzFT~!4AZu
zN<7?B>4{7fLz8T6Uq&U8=7JJ3G^}5}$`ELLrVMv%q<XA$+n&*?688$uzS-8hsbW}W
zsNZJmmD98ov*>;6)y3eKx4)v3Vb__M4Ch_I9-%l<Mb>2>sTQ_4T}m?xjyk5=CXik0
zoT=6rIB=!Lv(AFDA=y#u_pDKG9YK4qZ;ktlPCk#1|NJw$uh>7{^7c&Z)8B0_3A+`U
zz~LI#`CSUShxSq{&OEJWmHwj|a#{I04oLrw_uF6zN{RF6$b#Q_;&$OsPR10Ts<7~9
zLPBAOzOW%Ti;1$LXD%*L;EMK{<>&VN`G>ZobZEx<d6vnwmX2V#7mk78lPE|@eM#Q*
zHo}`Gv)6%!vG^wg&a?h~amv2_A20k0LVYt-qCcN*6M~H12jcYv-Zsfd#Z&vQmq~W(
z&Ye$wey>VOhGsCl#nqo}(IN`MB4;*7?uPWjp%!14tDJ&0wDrF@%IwT7WuZlyaqs1!
z*BXPCyu@y$yhXxK0Mwf&t>=b)^XHv7$@1ss$a`%xX=$2t6f!8xS|X>bzVedbM@9D0
z3f4$Wc<E%IwKdYSvqiZ{<Ylcvb^&GpE>?Q=itYM7%WqkZv)&%yGtq+kIa10=!@=>>
zo+L)CrdkuQMm&h{;GcG-z2B{;4`&c_$C@U05?+?e(`FA-LTGF6<f*2Ih1mLA@$7c5
z^14aJ?X_4vT(boZw$FQPxl{-9J*YT7!}l{P;<=RIsr~erntl<21ieLUVm&Rwt%E3X
zmG2G^*e^6+hsOCSfM@j!R6!wS_4Pd`wQC#S7QTB|BQi-RtFls}YHvZpg7LGw1`4r-
z;di>#tlNU+EG_9#oG*XcZH*VsyLI9GqTTo-jh1Bc%0%Vywb<W?QL8FfjG(3j?i24h
zSo7to?duHc_HpwxB4j5HDDka3)!Pze9WS<WCkl)^3vQfro=Tpb6->&}u=JR4ekZqZ
zT%Lw;Mzc6+#%Q{=v+ULHcFuK)u+B{BJ2Z3ir|(MyX{lIk`iVch%W0t^Ec^iwgQn*)
z?7W+IZ0ZC?&b!jrKRX#LvnK!1PxK}HE%f5`#`xgh?Em<<X;&4b)+Og^m?7RJ9Jf2)
z4~}kOp&Y)y$o=F~K+Ayi&0Y%58GjqrHnRNWj5i&rr)tKsm+sIPT9!O@rEK5JMld+8
z+>-u0!2`W_p2z#wcM?a=o$!dY-#${|5~MW^_S!_=MK;$8V&;d3wM<P+VrpuJM*2Op
zV(e=~=Z}g|`I4tkyR*%1K60H3Qi^+Qv`{<#*54tK9P~s*>Cyo9;vm)k;q0x$qU^f1
z@v-n$R8#~}N&!V$L|VWErMp8yP`W|dKpGT8N<c+Ga_AmLB?jpbh8j}3bEtvey6}FU
z_x+CFKi~0P$DuF`TyyPMYn|&{=idA3hg(a3yd9^m_?3?Ji)DT6?lTV*vs&14z}wY_
z?6>f-kn7&7wcecEyFu1_G0@2`JGVxsL-I{S1}rjXrbA$(<l|J9X#@Fg#^#^}%r|}?
zL7&u?WK2chG#x_Y=BE897u`vPnPRw!DhaPKYJ-}>)_UJrxx@q`kx-fUk$5(7@!vq2
zvqAR=4s4`wS8gcQ)V_%h<>TDX<$aXquU%N@??I9m9~a^EZeH!JHc66WQE4ig=+bmO
z+9HsI;TE1NU=!JUY38^!rDBq+Nw%|<a5MVYB?4=>tI^p<KswYn%m86Iw~n8dv8k!u
zU8k?J+ixCfz+|rM24=mMU2Nz31+Z=M=FEW-H>b4SH8fRvdT*)OT5V?L(|=PCt(dms
zCsz4aPx%a#PJ87BAk*`dS)!8<C?Glvm5d-~H_6wA!ox>rT)YgwS+i;gW8!0x`kXua
z)Iin2C&;vU{8VJ@Prw$IcJPL_kt3Cce$>W>rqkk`3)+<xntY~TOW_Qin1pM~jroI<
z=O>!4uWyArJh)#U`0seIL9!+%h)qpR6jBhNjp!nzVLNFBZL*d1y^=q0Zt8>EGk<0s
z#Zps!*d==)nlcHVKRHFR9_Q!H;i_*#d>fA`w%kI-<DR+sYj*aFu&oLl>#`$<>)`>A
zTHh4H51Dg)6@_<p0OeVyy30tnaO}Ih$LGfGAq_AI@~25IDstu*D7q%p-FV(+z)kN4
zw3gu6g45SCniXfO)?p1OD0Z1#;SsR-K_zvu;kNLZ{pSz9N!3T|NH~d}Y4d9_>XfL0
z^b8^1fTij+%LFq)9s#`ec>_yzJG-o2=+Rv8+VAS?1Lt*XcsV2k0u0I8jae4E+#66s
zCt=6>SpD6J<D})EujHh9csMkyJHIk`oj*{~<j}$um52>9rFeCe*PS+~YS?z4k?|QG
z{SuUjhpK_n(~X~)BA58n{hlvvy<w}SuD;DOhKUf$cZgxl&S8l7XMIH?daDihblnDq
zZT0Ni&<XgYJ)s6Jg*1wjGwYQfuQ9I|U}m1X#hJ9@?GmD+mwyKBMTCW^nKi}>3>p6o
z*x3)N=WD75*5@iQsSaz7mDxCDpT8v4y+@v&`P@65E3kc>u=JM=0Tw4mp#mq1tmT!A
z_t;Wp7)f@XjHntWB&&JHkPJBjG7%wh93Fm=!d%rL<W5nx?L{EEqzpaXA5j%|cfav?
z(%0R!mLOT^4lIe#SN3P*UStBp6OrSs850RQ*?Q&LPQQ@U@dh2&UpyYwtM`{SGlRH0
z*}sy|CBvitR3s4pd_2bHefZhz7(NF%sS9~Po{1O_P`XX|l8=p!ZrwoWXt>t9064Dz
zoUz7inv9v?qC*b}KD8>$`1HxV<#=cudAe$G(jx%0zHg4~C|b_yVvyALzya|T=0m9K
zUrD6wFxW#Nc0WCNe@B$qpSsrXFafb@HSl0kAJ<U&-%o*Q_a1sS;_4Oin!vMi@v-1P
zG=!I`?aD~&-YQ1@6rku=h8>;*kUA4wK1U0RdinSAqE`C`>7-uR(X6cGBe`S91<K+U
z&3pG8%yR7<A_v^uLyjL$@9h75^$`$%>dwx=_VywTA!%u6@_I^aKqTPJEwp!uuu)#@
zXBp5oY+GlP3(WoMbdMQUNyUNoh@@cBe<_aZ^A!$elk@K4pR2p&09$|xSPn;nblcVh
zoENu~f2$Lz>jEAp#Om}q{n|P2G__O3|3o@(O6WQZ3(IYl)Ra|Mw9EE7+1Qv9HJ!w^
zM}A<CIjqaP%*dFbtjr8`$0Xp{pO{K=u<-`x0pTFwA9y?*9j4Y-Km9)Xw5dq54;6LS
zHGZz2jwe1zh22{A%@hdYE{#5zRK6eR_dlH`D*WtcBxF2&s{Zhy&y<k<6+S-cBS+Ng
z8-c}mQull%i(h1SBX@bNFb1Js;kus5&tEvz-eAx^7DfO06@|1Q{ZV~(0fGBagFuK?
zOi|w)eQ%kQpMXtv`<s(gZbU*MJ3*WE5!{1a_{v?NKF>itlDU_M=hl6NTT6_jT^ER#
zHy&r;-<#K)FxVeh0Cvu?&x(;<R8-q6L73q9@yv^TcpZHFq`|i>`XIOdN}Yde;HVRN
z*o~SyZp&$Vlj$5`&gOdw*{o&yJP+Ls_*MnFJj?k;F(D`aY}NEw#2JUtXCwnd6D~uh
zZgk?L&bO_y2iul?95zu)1GQx~E~XX5xs}T&Od2m(SviaC{j|qy>>Tl&KY!8g)wIPz
zznPAP9?qS1rjif?zrR(__jaE$M4=R(nwxiAiK_g@ah@)DztZ>WGAz1a=i*X+_UxU=
zcyvFe7Mz!=vU0}DmyG10ebO_3Y@dQXl#_?{Xz@zR(z#`*oaE0gi|WUdrshZWhz{eG
z&I+U1m4LYu1U%gWsYxW}!XhYX2^KI6m6|_E8*fTtAzJ|23UA}Jk|Hni?58-^`={q$
zTo65Q^|(u-fB)LVzDxjh!iq1fxveV9BU@&Iv2EeJjhLRos=9gRVD7h;+<_vO&b}&*
zEs-uYyueZV_bIsZ-pMlD!kM_Ggw>nFNyW;>o`f&rIJdrmNWO?iWi~U<@&fpboA-Mh
z=J;yqabty=p99h%YlSZB!d-pq*>3C?)}5LYYUBT<!4_YqqzI7Acgf4<V~uY@)n-bF
z<_(nLfTvRiM%T3IA_lKXd^rk7aiR09*4#s79)&2Xn-=8deSxe+?nm1ZGIyR*>~@Xv
z-h-d>M2y_vD>4+NyzrAR10D{A<IVBrBK1C&y#;zbJ-m>!hJTG0)o~=Op=a`BDDdyu
zGEYxG`Wv$D;{&RZDV)<+!IwIdi1tWzXc5lAdy+Yb4Tt(Ax=z1f7l>24{9`vAq1QAY
zW4B$nu8K6!NAStYZ+ru`fi-b_%6Fo9!6`Aj=6-6+%$t{&l94C~R-p<Tr+(dx!hWUo
z_T-H4Hhi6b1XpO$unOtFs(zQ2?JCTEetvrx^>cLb6ZPAb+wR=bekjQ=9bV#ESfRb1
z%Nj<Gb(b?bp^WuuWaJ`gm_lZCLZU?-dT2_B`ENmmrVVd0_yaVHKr?T_;bUK##TK5y
z$y^68Uhl@5XAWv)@6Oj-!0`+;sl)-D)aNTH#Jw`>k0rzPsVX30-L3R1pWoHQ>v|S&
zei*=>a58(|8p*-3?nHOw;eIO~*B9l9=sjP<I?gn)B6MVjosZ|L25di@-8SCjex8o&
zL-S}EHC=w5(fhZj%_sFv=p8C`nQg4h_Ht!}d)$k}V#AQy$@16(k;U&fJM2CxtE;1{
zt8IZ=^IYqsh9m5}9TzYT=NJa|s$LDd?T^b)=T_|X3W<mSq+PD8;NQHKBigi==e6TK
z+7CnE25i}^ui$8~WOp5ZdE4EJ57LqBvMs7q>EP|8nZs{i$X=f^zaAm675nu@>lc$p
zkFttBbWMG_Fm<STI5Rs#P(+7iwsK_j@o|68$jijkYaoDx>-uSgFm&;Dl_Cy!mW4+|
zzYYD2!{N5>J>qps%!OJ|V9>U~4_@Z{{7W(KX}Tt=e&-Yq%->mP@iaA?w<uo**c9yy
zPTQ#pZGexs_qDpjeoS31;k}6nnPdrT;#OFZWm*?AMIu{VletK<|AT$prysN*ldj*0
zcbPvC?=a92>p3D6<^7@+&mM%)Gjkm5>hn587#P&lfT$Q4a14M?h_VXvHo-e*OZ!P~
zaR42mc&%vgb}><~D^6nPS-|e{MB=H*=oix#ku?MLumAh*Uk-9edXST+U61JTr6w$)
zY5EGy2M<pxz)$Mx>VrpcYcmZ%+7NrywORe{<!N(COP|tkbNia-b?xC*R=);3-gHP0
z^fpA>c+7dkn>4o#dXDVQ8>>7%e7*m^)KRvp0{21h@N|}D!QhNLC~o3iM}#_fuiu5j
z)J%&YCIf1ht5I?N+w?cK{>oqU|Ayr2_M6+=lLd(ifG)f<9Gb;jpMH3e*)^GcaMT)G
zHmOK(Xh|)b$?o_lUP~a$(@tVN9t<H}x+69D8b80$ZCq*JZFP&UAeTn2iq1Z89QZ-a
zWFS0}zM~8}>`-Ad8AIJ|!>vVDPVC*v$uD1;d#-C$N=uuAD)(~GgTT;J>ZYde5n3c+
zVAJgO_tu13u~zpI%-l@#*~>>HQB|F4<e}|W-Xui|G1oU!*GRo3pYP%gT!N=)XkG*c
zny;1*VzM&O;@U?~y^ECbEB{RD<Jo^0fF_!;F5`~zybH%btEU<!`=>k6FWGha4#$NH
zO3Q2c&j@AqA++Zg*6}mu-d7!5&6yrTPNMHIrGr`hdBoZ~YhYI4^V=It`*&MZhg1l(
zO`1+lP?KOZ`(>IR8+zE4KBM!?pFg%&Sp8-oK_^~7XIiS>xf6-ZH(Hxa<sTo+fy-<d
ze*5$1q4jgL`8S}I3~4#n7xbqbuTx~x&dxZJI_S{{Q1_JV?MpJ%g93vrF!RF+1Yj=w
zNcGi=;tLfkm;tS2%zU{`HWRZ{Oz11dzZsauw8g>eh)NGg_{2{0wwm+w=}@n_tD*ON
z)hp2^=RwtO=!{K&Ctd)%xt1I2Jr(4(TT1?CVxo*^n@n^n2|Kz)%Q&m4uxr1vy+yJK
zbD3c&`$2tjTQnQH^w+Ne+D5003+NRu^3yv%OtCKU`Y<K*{Vf$GWoC5rV|qu$EpcP$
z4JcE!0h2>=pCY58R?o1O%4hi{@m(tBLi`b2Fyn4;z_E4PElg?Bx5-)d5Iv&PRX>ge
z$ghh_?SCkhExdT5?TBlUm6}qMYvO*Oc<I$qWX7goD^j7NA-2;R1B_q_^JnsX9&1tB
zQ||EkZ+2E>NE#6|<hEXFqpF8dQBt}?nm522zq?y?em*}7oBJcdfw*4T47()9)zv8h
z+OBe3;aZp)$9}x|$#`aldTy;?n$WjJOFJv<?snIixU$aw%j6QJVdX~N?E|2AxF!56
zjkK+7;GTLH2tG3%Z{t^D6Z3PP@x|zHW)7jh0L+Dr1C5W=z<%+?H?{u|JBLP<NWxj0
zkTp#&?V36`Y$s6BMe*>oHvmskUoZJ69F10EV>?q{7yNh5e~FByxth`G8L<{$y3j|d
zFqk+Wi>D%fI`Ew~gn>STUNlx!sqIrq$>|O|w*qsgG?_~5p^v$S_k67@$Hep;)@12j
zAIDA!O}?lZwiS}~gHHLrXxCQLVzFdA0eBc*KaSQcuGFOvTa95T**gJM=z8FrIpaFh
z!D4zr9A<9eGNln!@ogeu(-+aU;E+FpkVaj(<rcK-MZ}d6vpXU`(pig~@?ikM7Od0G
z;L=GiEd3-6`b~C18Pwt8RjMe@-iw4(2sB<#OdNMFoc_Kg2qHrdqFw+3<#%^dds32C
zCllPo+lKwjrhE=5%R%M43%ml7&o;$nICjY8Q=L8gSmdl*k<Z}$zYl>z>09)7yVlhB
zPDdyRJR5J+?Xat;b;2_w=~zEEa3PR#v&+|MI_!eAH)aIExtW49+<$u815jUZpWjvm
ze%WpQ8N<aRu6zatasN`UP{df^tF+RIKTd9;s;QYp#UZVlldR3vG#CE$(_@L`R4KL<
zKYL^FzDC9v2Pz)a?FFcYv=P8_mz7-w9y&HOKa3wLGdr7paiK2^GrxXS_ud&j3tKjy
zgM%R7rHp=J%-qjDqKy7(FS5J(`?DRI-KAT^+$#?rioV&|X&mOA>}1gZ*g7@1?%0zs
ziKRj)MsQb7D((x*pc!u}Vq^8ncHiI~5#qD9|5?f?$~Fn`R6%l%q%RD?6Pd!}<QZyO
zJ=Y*&^l(DNSkV2!E2ezmLK~Fs-X<nCIa;D_Q;6$*NZli$HObM5Pekg)n}vyNVtf5Z
zQj8zd*bC9Qt@n%p@z_+h_8|fc+fwB07H;3v_B(Qc`t(pz23kbhrGLqWG!>RFhg)Jl
zzc;Puxm05s@7b)fHOeU8`WpnP%+DK<QuTBOm)pov{(lO^G|QD*`d>w<xjL<iKV|}*
z4e_8vOYtrCYOq4<>!oAc!99?m6lKXD(MeY;N!B*-()#peM7yxC_et(U!{HZ*2Wbw6
zp?J^4BzeIVs&J2B+h;nltw|02;)}*mn7(@t!&<-V{N_Je0E#zZJ3G>(F`k8~R48#s
z?b(6PqCu(e^Qkhqe+wEerR!xH{0og!B9osS!6xK^u-x65aOvzd#Yd8dDqGJlCOlO)
z7|b-#-N;Pv*rB`nZ^dZV4`u+tYeE^Spm6Atyz=8u=&6UOivCb~#0_?R_{pel*RPz_
z+k182*3;77Nw@eb!&JJ_p7j1B9XH?)A%4^e8-qQwAf$#Yv9o))Luq|ux#3_IaEuK+
z5<eZ!ouC9^5y4@B70^Jc#O~7l2a?NTOQ);;J1#z-hl_L++Jq;>vTDNO<?OQJpk_uQ
zEu^M_4mM0|HxlNBQ}^c>P)=x!y1Rz2D|Ypo<DY0$z!Ave0WE*6>-#0pc3?Kzi`_=E
zI?IN)v_uwtZg#wbtwVsuh`n(|3yAIozOF7)4Ftqlrm2HA33=r9EKwx&{TsR6w&uf)
z-?w)#QC+<Fct{W2kA2;b3vL_3JgQnf-ylkK*s(l<!>K!}A3^o`arDO43|HC0t^z;o
zM~jSPhu!su|EI0Y7kJ$(o!4D`M=jx81S%xRgBz?DT8jriOeTd1m_zx&_w|+q_yT$l
z+c)87t7LI~Jmfa6dN_JPbsW8D?Y=Y$c!tZVrOA4G9%G`I{6Fp_N095gG@sDQ>Nh(y
z1ZNe7z-Xx(8ipJX64|r-X7hn%b3-!{^6!Gxhsmi<*?*$L&t3+PG5i~K{br_asoI{$
z6JP7{HIoh{7O2|p=FOLoRDEA7s^f+tqwq5ybOtqy?nY;0)@js38GAMVt2nyu7)(!z
zM#OcH@_laL5&h{%hkgR;D_~Yk8z((pdRfhJBLx0@`GQKMRYpXUX=ik<9SFM~bfhG+
z->`q0`E=v^t3);zM>>E)$mMe&J=5~{2rCv*OWj-ue&#l{NzTS|aIpk>8^}eF+!6Ii
zPDJ)laDMEZ>1}yWp0oFq-J7#=hT6naO&^fsMkY|FfvX0Y2s_l*zLx`EeG}*o2G>ak
zD~=2mqnDe0u>!vZRUTJ=f>d{{^<LsL!j?U0z8J^B#ntY}Qi9?@)U)4{|F+bJRoAPg
zp==RY_K%Z3yZcq5+T)%?s{r-PYf2E-wX&$etD4VtyM{1OrnZ&Z9sg%B!R&J7ZmqfJ
zrrHZ?!V=$qy&jUFVo1#wF?+*gzP@CWna?};Uu{1_z4^AaWlBZe`RyBcKi^Jv_Vl*(
zxs&!nEC9etHcmg;QM8to2~vd=O)_MekDeBF3z;jV(Ka3@qF(BSrZ#ZF4QN*_1x{0L
zHnRD_y@5|idL88L^v!FTlEGRunDbxS?aRLJ{!SSi3&)H4woKa;$A4*TeA;36=E&cY
zrFL<)E|ehfz^DMFix7)Y?FN0AI`An#)~KthzLm<y?EP><+ClJM&{hA7j!~2MR2<?y
za5dn=UGV8?rE;u^H}A00399ez4y@#`qip#hY~|%`HLKBqU)NMk`uX$XTyGD1&;tOg
zY+`eMFO3mL!VI8+8#1%0Nz{<N2Iod9wZ4Q5Allj+NW4Yd{Y<u4ttQzCF+?2bKEHV%
z*z2iqnNv|nNMI?U-VaLuenBNDt95=0n!tWbO}wQ5<zy(?>3~=P0kBY(1Qk7k*wr)^
z-WRx!NPR^@Xk@3BEr2@bsTrPaPJ<TlV%<I04cQ(`*=v6t%Vc(Dg+8N4iGHGIr4|T<
z=$-BtnI;O!BXwh`Lnw4>dwcfCNH6yhoVgW8Rs><-vfsVHV7lajRYrAN*)V0GzrQ5u
zxuanSlXG&kUAVU%Qi$8WL4<Xdmi|%(SWt`dRIWmxelQhnY%jLeOA`xZ;VQ9QT-{PO
zC%e=%1uE5YQZL>A0%eO#9fRyw6k1<Px=$Atx;zCDm-dd(lYMiVheM5Htjp&PiS2d^
zmyP#oIPG~lJZDNe3iDnK1Yj>;vRe)4LKm>Z%I8Z#$qt3p(cO=eS)_o>yZa2h`=bEc
z^gkOvWd^5#VC*6ho7)aicxAIPNceec{IyrcoBYL7*gdY_6TqG8>n9tH-o3f~+D>FA
zhjacj>iebNUGvIHN+Ct()H6U~Q1gI4J$>3EI<bbSrq=fw7tj=#c_`97kW@Z*bO-}m
z>>tAH?Ycp2NBP+=E(UkPmoFFPK03yQhyQ$knlUBF%jsLQ@HQ$8BMt}00i{nAOZ--v
zCWkkWkoom%IEDEKhI%7f9`Pf?hCnKSS*F9M8XCS3+1q&~D}}(?>j#4wqdt-I+)~XC
z#VBlU!r>15T2ajs{f?Pus#;o7fbRzB!>UlFC#*-2HdoVC&S;Ss%p4hEWc7Ne43qyX
zfWh}P*{@$KUSW9+g(Nt1cN^EMU3L$<O%iq6ZrYTs1dbFgW^GX540>r~DnyOJ$uY-)
zP<LFsGle8=V<too12WW5g}=X2Ae1#gmf}vw!-EEiUl!y@t8KVARbAC2fJosYGNDVy
zKD*b4lm~?l4`(tR`5vqy@2Q%h9+~cp<G#Y`n^D*~pS#d|_UzC1@9DB3eyM5<X2yqb
zF+A5h!PVI*>a^gQn4X!bkB~97VG7sjk1_n*kF~ZjAP4xU?`f5M<HnbQk-j|;KJwBd
zl*RY!6ShJ(pDi1x>Fc9EbU8zrezJUz<klkXvuF*sEX>N32X3(dzKlIt(_Ys~sN76}
zqkZWSpeBC|KP8d)1?it%MQ2&r6DlA%LDWIT`@I5It)?cr*0g-rGr!`YPLXQExN%4D
zA!VoPGg=n~1rpp1P(u#@EY>&BA{s>?sHmv$-%3i<Ma|<_9)b1-dP7>Fulx@U#AG31
zpJ8(l-iVNbYuMQ{m0)-Vp1W7phOOv6n)NwkjZdkNmWzG=two~z!=PTS6vQJq(blY2
zSu@KbJ0|TBB_$Y=*<akGYX&tVSiy_8sC_YYZhtkE>uV?;K1-Er%Rr-5pKD=&TVHJs
zFBIAQdMqXB$1%vt0t1h?S09TvP(+Ft$=+V9K~3qu|Jc$KBY4Z!W0Me}a9*BU<cIlI
zyn&6<R1tlze%qyT5^myVZ8aIk<;$`G(3*!QRPK6w3y-LxI`_wBdhV~ESw*BhYqadE
zSeu}=x#Ai)^-jsrF(*Yqrmb{>?%OP<I&8{lV+wWdx2MygvjH${iH}0XBQg@7QSwa^
zNe&P~oI6|1Qx9@h)BJ0fd1Vo!hByLF2m&P)T_eT{^(q2HYsrk9t)Nl42h|_#!o1%}
zS89ibP&Ku$;gs$cpg$hLu761k&;O89ol~8v=Lmy^;{b|(oZbhXw(o2z*_5A6odS`v
z=-y8=r;bEZ4lyw(n<KIs(-sCEMn?4`NUJ{P7FNhN;4SG_mjDBTmhz(K@`9ZCH=Fj6
z^DQohBChrA6kRhtHG7>EE2n;Ej^gTCTDlf^1u`DwhcP5gr^mCSziIRoi9}jws62R%
z0a;~hb8VN{_SWV$$P6DY*?mTcEGUA27dl5t*mQxzuMI$1>FSr&xu%^^3=5@Do(}_0
zv<3GgV)pMDkn$B;dzPw$fUrJNM@_9z1=jL~&{L)!I`y#gMTZJo7AzYCnXP!W4N*GO
z_dz^|uz*0p!*Jk~rDdl%h3C12Qj#B-|Gp+s_3OpEsW>McHElH;kvA%_alMYCFY#3L
zl$nDht0J5}(M6*&yS4Q;X}pW_)_QCTy^w&`FW%27#;)<<;o5|~?>7)yw}D$sS0z<h
zpKh3X-@DtsYi;#SVRk(l#Nt);o&`>oJ|Ys(X@D3~s_yOteyu-_V}0-bsYfU0l)ts?
zCXy#iC{8$yp)j_1Es<yA-CjhCXU{a$*5uXR<1?Vn3D7XTd*D-jJ(-%iKsqMNxTR8n
zG2=_pt8?`96{)K<^z>g}zrOz9!4bCWtu8}%V99!e?t0x>G2)at^w(<Aa562T;5NQ^
zF&08gDIzP5<?mBf$(KR;jrQ+~h9~xUa7S6(VU%kr?0sX^S9I?|O(Fa4=OImq`fw5s
z<Iu#6g_^Q`3Gj`PA1=0SnrX8Ta}Ed|6I(a!I760Fb=m3R^3qVCfB9@UT5XwLIOBSP
z`_4JBf<+Th{MXioP`NGsXn~TuV-1xQJF*Ul#ntaf;|TPMkA>3X{-m_DCPyS!eq8tT
zSz-D3eQKr0boFGLdZsG*4tN6)WlBq*P*FD0#BLXXggQOl4&6RF-V_N-BsA1I<@sI8
z$AdyoDLcyMKszE&Gp0{Y5|VL>M~>vagb0$|)jR%WkP+tdIz;!+O-IzWysTonvbj`%
z8H2JLBFsRRH%N%zNhMk4L24HhdK^Xb5}7k{Az*r69bLP`N1^f)`C(VnUKi@`4{G?$
zdpn;~^x<1l-v6;pP9bU9%fj#8MhzyTm|u1>X^HK`CRs9g-C5D@?Uj>SJf6ti(7^|i
z@LapgTWe5?1A1-h;o^-Q*z@+^t2G3W+tSkKz%YtV$VGuZQtK?uGlsbk8P#b4)l4<D
zIaRIa@y-H8^Mz<{pD>``*x1=0Dk;Thh)F(h-t{Cp$2D~fUfU05K9x72><&vg;+Bg*
zY(59jTL~02h)~*8(qd=haFeJ*8LUez$v%p54F=KdUxnnfT?GhAK$b#$Plw$tQ$!kS
z^(?CDGNLn#J-c-87q2o@J&}YSE5UyVb$budMdPvRlOci{GmBL>oQQ-}4o=QiM^0BZ
zFF^ADUfl}u96V&Ag*FZj<>uzj>1C#=$k_?$=BdayI5|xe#ZJfP_0hZ2Q=Xem{r2rr
z&HbYsc{;<q?Ck!Xbo)2iXHnYQMXc)kvMVZ@e;R>@V_{>dHh|hr{jbnADBN&}aVb|;
zGTTI600krn$W%;C3jiXz)7gMgLD~qBT1{0qsYRki!|qWQs1frtStPs@#l~t08Nydt
zrRrM3_89*`F>8SkF2QRYtDXDhzQcrk2YHLZB}PVu@t2kVQy)bwe)2&vUb*^)jhDA^
z${3C+R&oNf1uKQ+D$q9bh7Z%tBgU}Ff7g8PM6|y@qfDrhQquZ+Mq{IwR2PJ$@7&qV
z_R!gH+KCHtO>kiQv+`v@jb{)Ydvz6)yFNHWo^s`iF9)c^DX+3ju6Cq=&#ZIQMWOm@
z2M48)W;cgU*;SO5>ebZnL)=h;`7BN{iGWqPiZIsU=Y;At{(?e9Y3UMWWk4ne4*Wic
zdR#IEt0G6k1gCw^W7TZmCN_)OyxCn4#KngCUVc4@td{tDRp<gY0-}$|*o#xEyoH73
z>+k6@VAw!F3u_oM^3s*~`9%x!bDa{6C68>ffexFA>7e(9!+R!X5%RZZ&b&BI!I<3I
ziqfd$-@jqMk^7TZ2+ajJfeVr*NC%s1sUIod{)D#A15FTR2JEE|dmuaoJ$C$Al+Qd!
zllB$b{oM?>xY%Cg@4)$5v1N8mB--p6Uco^UiIAAb0t}@eg(_-me+^gp85vIZd2#VJ
z1(p)^{jr+r&B>mL$~M8lbI5XuvhD1SbJVqap~gcc(@+Sxoj5&np6#aNuy|kDw8#KH
zT9j|D#S3{@$q!pp-b$0dCCV(Zq^5Q?8#G=lC?7XxBjAGdF2T>AHL_7?o&S}smzADI
zNbcp{V`I<mtXE5R_sT|F3`_{^p%O9DVR}JthleG0Eps(>H>nSxY%|_OS@+LOynXJ?
z|Ng7XNgl#vxUOfs88JFT-y(->d#ikpzMQcS6eiY#iFmq6yXGC*ed$DhQR-JsAP2bs
zk6%M;z=AI7pmUV8Usel%Ab4O7;!7ln9(wHEk$V6|qYl(5zp3oU+Teg0y9x~EUSH9i
z;-g=PKG1wER@n+@QUGTK+s<|ndc#$iL^K>^PicUogN1D+i6>_Lw!HTY(TVrMFg<Cx
z+1slH1hpPrPivQP`ZNG~;-s4jJQW*Ru%1GM`0-HT;+9s5v7!II!of%1iHBu=pi3o<
z_oky^qH*@0+0C*j4z`=%hlgM{fo+;!E9K&giC)>$^KO#~@wkK-eu4G8qTKwUQEnf~
z#b-R<mrgT{TenGme=>Zqf4bzOB$LH6&w6dcU(a?Q9zGjbcb|1k(WB^)@F4*s9;T}_
z9GOc$FOEKr(_4^jnZ4!Wq~@X_(I`t`?CjLhQ&A&bS0iPldttsR;TMP`QsvqvRS>>o
z-UWNvi1-3q+xj^5kZ04nrIWP;Q7qG1LIU&5-u~8AR@~^Su9pHaD|>)I?V+ow8DN2z
zUW!EP4mxKm_jnCXcH7=tw7apqx!Q%-&F<ZemflP(KnZC!-8IIXW|6UfvqhZqZ7~vL
zaBe0H^v$&-_1#f}j@k3NGEku&Y~wNN%%AC+*88ob(piv+>8i5vlAKLkNU@k3%fQ}l
z>BcbQZkNz=CXPiEO3cL3QK&f~J|y4FOh?~gRFZ9cg52)8*JXXL&5#Wj?53F=Nt<nc
z5bbsExd`7GGr@bIsV#p-XJcZb;~FfKQg~R-WLvB!6gtdxO@|3rSP$q14sL`*jfP3=
zx$Vqh*P52Rck>woVq$)M#Tnh+5EMkA<T{U1&Kx_4WL_c4X>CH!Z_u(Tm=YZaYiluC
zKE|IF2i!=#7R5=5ngKtJgpd2$XJ!o$oCjMKt0%i3{#lu-n`rMl7*^`RzP$OXZX(?v
zzekmokqYH3_cYjREKzUh6DMb8b!0{muY`gBCWkMm=y=D`=ZvhJnAszz2TAhr^*BL{
zl>mdMqk#D0i~Oa@r2KbhHBmk<>}NHvhSE1w7kl=_q|7ulSlCUq-_<QEIBl@E)wB`j
zy;xXs3wxS&hRF0~3o}w$s{2t`jMA*dT0kTrW(i~1om`7D=9;Y=R^qm)HuGBG87-Dr
zOMa*jS`)UnadhOo*RcD}OB#{p!SMsAv+XozExR6Tc4R8$RBGjP7P|MO=BDM)8rH}c
zUKS8{&uGcDlcQxup-$&w)N<C#x}3W+J#&h>0t9|y=G%loqG(*aKq#>x$!3WQ&V|gH
zSX!FQ993O6_ay0aTEC&oFvz%5hxRJebjhZxsp(81PS~f_wa8k(Va&K(7n61UkB$MZ
zR+3?z_rN5j`!Van@}kw;38pX49Sldc^DUr$T3)0k^T(RlGnF8@wqUS#BE+G<4K06b
zTi#)QZN*%`I77?Xt=4oQAFmacRcuk&-?XRa5}Qj9Z`xfrlA|%!8DcJE=XE(-S1Y(-
z#ka&h`E+u-j<;09Si9Ypqj>Yjga8-Jil)cHpchEgn#tJ?qWWaz<f`H1Nq-!pM4O{0
zv_lu8?GJw(jjcG1-s$mZY&rj>q~v1ZPE+n^jF7wORr$o20KU`}yYWWZk3zY{2K7hX
z)yNMPS%_FtU9#NK_O=?e%O`fDo!uSF)be^9ekTsjXqSsUZ^gJ1NAnX&Zad|JJNcUI
zSv5q@LD;q!>&Bguay6VG<iNPiHVSpjoVwP+1JkkOg})d^yf|+`9onB(nyYi*r*n(0
zL=<v_cB^c@qA^CEY`J$XH|mp7`L+l>o#pzDyVx6R8b-!|B&pQV$+js^0=7i+qzL!#
zBMfNh4(v{Yh0f(V-=EU`gp$4Qn6%Yyb#fDdxb)p$$>~3Ey8I|DQP{|^RaD!z+?n#0
zMM2-9)~H(s$^ZrirNgD!#r?E6&QrT7Pp4_TyJ5*I0TYk$(x02RA!^;4-7e@$>g3GY
z74Dl8n=|d7a!t))vn`3#5FBaB2(p`V1LHn#v|De4bZwkqR8jV$WZX#O6k^LYQ>7jr
z+r^0?9S)^+CO2VM<#>K^@v}DWeeYcR`a%mT#(N8mU<^ju$9y+-CJe&DyhkESys}C<
zcR&708Cjk3xaH<7(EKrrj9vjOY@=jhA<uj5PIauGur;-5CT4)mqkF#J`jB`0sp|sn
zq45dcJc*H)j2#SiM#eTaSSx9wxVfqaw}u39drR*Y2Jt+!zNFJo#CWKfp-7N7EO(x9
zKQ=8U`wh;`s;e!uJ}VDso<UOCu)Ow7P3@@qo$vAUGe-^vufFOx?OvSi!3^rax`EDB
zP2CWqT)Lo|PFK=eUnlC%_-2jKbB@EpH_s`hRd>zka?_XY=osRP55Ai+zhuAS!5uX}
zq;iN(KjaP?Lq=TB^X3Sdi9hZuHY>iC<xa>OG?SPd>em+!vTp2}5@QsI*75e@kxNEE
zYB?<)9W^o?7i340WE-d`qp{KFs4bkS(d4qR)Qgf1t4WI}6|%cU>)=qj(Mqh~8y{cZ
z-o3(yLJ^!t?hD9&tgAgL-nv8kGr8Ry@i|aMt=6ct=knSkV$W)1bJo^wVQ3f_0^4$j
zg~Xx;PY5+v_vG^-lV4WBf-@=q;wu+X`r_Us-mjY86)H4~mkQjln8w`1mhl|7xk8<#
zC54K!NME~-1avI%Ns#oGLS1f!uWHiWMYg9COV4e~iL70(GQE5k{IXkzSCtp$^x4_M
zAr`u?j&7XoQ@KKROy%fpj!0<`<f!*u3d&H@&3wafo?3k*L~vfU#VWx-SC>HTlX)SL
zCZylAF1PD&OiL<rlqUy`mX1s+PGs>nij<{QrJG7zFfrCEzUND54Tzz=_xi3w6a62v
ztbj9QRS*D5>>Sv#^|`7;Xl3liq%T|d>jrXYkmu%AR5}qhs-J!oN(hNy&9mFNFR&lU
zDzPiBbQ14E9P0-;P(D8*e|;ShTM)jm@Vw<$%8Z4D%V>S%UEKtp>K&N0Bj<T=$qnSW
z6$M3|<E|qn0?i3A0Uc(hBY%S#ZfUf)$yG7mv|8Tc{N&79jzLCCs+Leh*X}er8@I4C
zA2m7_HRvzJ7$35?<h@a}fx~W?v>V&iAsef$eyUyn8UND1N&8G(79?D)jOGV^5N`5a
zO^z~s;l+3J=DAG|k>yQNF=uubfnfQ<gX4tOwan_V26CHt9`$=~*FxCV+9QnL{rbuj
z_vpb@zTD0eF)<1LvRA2MEZOs70_sdV-Zdl}J$?FgaOEH!*;<Ix8jd1gLt;uY|LZz-
z{M1N3wf^f}+lglB{t~S~o#GFpy@fR;P8Pz}1KNRtXsTk;Z4yLJI?>nwl~m|H&8q_|
z2@y*e+znnA_VW=DqmLxWP`6v+qG>{kv7~pd+kN03)Yv0SoU_g$GZFf2$<KRZEjp10
zh9((^w!m#72d^-{{z<`vW?X-o?nm+XFu)K-=F)MahRhy#?fegQZjS^XuIEW7pY`5K
zjT(icVP%#g_w2<g$8<t*6uZQQ5bss2r_Bk9?Ln8xlgKnYW`2UMsBGMj*xgb{=!Z1Z
z=jgqFHC)JnA6tda#4E|?O?|3Njf`%FGQ@|1dnIC|N-NHQ!MvBYP-4%jz5AICUi4R#
zo<n1tMFW#NuSKdSmGoTf=_b>PXi851jBBhmy>x>rX7>J{m56suvem1m*KWkg)vOjU
z)*T=-@Qlt?$qFV>v-B-Al2$V@H!RA9%W}yaHIkKkjx!Cweevk?qg`2JC0<GA1g$?5
z6<$?mKO+??Ta#<tVfUxb@ngTG{4KYFtzL?%LnykBpFe;87u}4CR*tr%;NLgU0;Y&Z
zdNGnCXvvpHH&7<(yir;Kb>Sc*v5vXJ&Yb(anf%0PV@wa?lYd2&LL?FXo;rNViP;~|
z`A>J4Ar?>uR$NNZ%CbL5Vk-$7I=C5+MS#x6_oL0VDhi(Nw{|xIzDm7HLAGW-`@Sh*
z@Hm@55o=eX&3O|`U7JFMQSBtc8_KvQm2xzpSAQT$C)~>$Hm$-sF@3|+sAk$|_s<Q8
z67X5K4OvZ(y2*%$QBQ%N5dHA{n`dB6r}<EB$we6%q{C~#wc1qJu}ar8UHW6HX`fcm
z<rwzv-RC+J<##Qqg0z=1KG(q%?tu9_(atL-c1A^o@?Fmf$%BsCp0*q-zk_t-9Qoa?
z{^_^*CvyoyOYE`wo(T{l!3N#ysZVfQmnU@0?~*E8V8uuGvoLjw@*ZOzzWD-*R$;`n
z*W<@ZJl$c2>ju&aO54q>+v}FA2genEDB@40IC-*$IZU?Z9dzkzw<F><5W^kC-LRY0
zl(b+%-DU)zG?I%8#ep){=6O?7oQ&Pt^nQTr)Ie9KO00~zt~AwjYhuqwN>_Jx+kO<%
zIw{;7-;9gt*c5VNXT*g`^b=jDvbPrX)_;XrlTSFYzc211KGp4OIC1n0Q)VK%$H8$l
ze?|~+<Wl<{QDey+ON;{N!@#&RBs#)KT3`(9aM*-#qCcs|p5<l6jzYQT;%z_PCJdFk
zE=>u!%m;jhD!fnSVxynLg~W}<j7MR263aGZB&a7U_dFkk9k}({oj5P)&nx#IEr1kE
zBmfrYWGtLs)OB9t%6jlwF*Lbdo0AJ&v%IYRKG4SZvfmpc9T^ihd(M>9t48MLx0d-L
zc=`DmVx|J3do5o#S_#~hms6--{q6e4e(G=njjLwMPJQagXyUegyYcrIlM|-ZekU95
z@@Q*mh4mFjjn+0L?+*e&JFw3s{XmUQag_1%XWKmUG!O=urBX)fEDQOUCYd`W*C=uM
zOLc8i4^wN;y1|jPTTO&=;%Jj##%0{*=G{gEw(7{uyZt3l{Fo*_Voj~x&oM;f!%9_3
zg*-(V&03nDPS3xsy7(~(<G|=<qw6s*Ri5XPtQ??$b>!cz^4`eU$k!NWj${a0ASJle
z0;nrDHZ{%TSU9G)oO$(cEg5x5iJ7?y<|cEZ_r`5Qa2_%;ojFL#;elaDPA=T26||PJ
zvn#y#T30)0EV)oqSJ(5>KU$&;(3nQYLK1JB3~u%JhC1p-l#G;VS?_VJ?TCH1Joz~h
zn9)}%*WQngXPIAGTAzctX(nvlf30S&kHc=e8Il-l%W^M!a}U0^(E-f)Dob_DDofce
z^g&5svN)Kko5Qv!RGBG~jeP`MYi6pguL5~QvW$z7SLJC00GzM1W#iV<_lE)fUFo#B
z?=7->Ctb%IEgPH0Mt-O1!is0Q)(F&Ge_7$VL{b$R$GG!D1MycIUBrYy*2J9;8@_vM
z?nWjiLQ_kR2ND19@P4kVp#jn93+BczBG45gNgMU#+n|`MmfG6F5ZR}+BD}nZY^76i
zOz{js;By(>&_L7VR#Y(57ztAcWx$NCr1IH;j<YGe$IX>hqx_7E`h3Hgwp*u#MFi+#
zrd0pfr$sk|tNm@d!OM4MQ&%L#9M>`Wt|^5%B4)AbAC#YNR!xq94$bf<#HERnbJ#%`
zLvpxy(FPq{u?-InzRCUF8cuWOU5i3(TT+LeiSvz6x|l$i8XL3=5_(n&w{B3S9g{GE
zbrO3I|NnMvUf8zuAFD>v!FlWcAn7YcmX<>DA2Z+3O&|_;%HyL*WY{Q<@8|~0YTk%U
z%fd|ME9<=3DB%S{Ipcl+OOD!=sn|;9fT8PH`b>f05a0SqVXkBHY2y?*>h|4J?w7cK
zO-RfpiorVcmn`?JN#}B8+`7IFG7cHa$p+U}S3hlR7T=*bW(mz48(X_}PF+CfQpSrq
zqi6gBB?YG&WNeNw1p%&tNJiR@OnFiFuPbdxH3maXNj0B)n^tG44CZ=91v(J$frr<P
zl$2T$wUduHOGTYwQ9%JU>=pIOzj%Su<_M+DpjLn=dFN<3EwLz@5kmI6w&Cdb_~4$H
zG@%=!7x=*PA^0!2FQmaw1ABUYMJIHHL*-s7OdbclytGSf;n%~u6TK=nP5J)_K{~y+
z(SyeQkC|TkKh3o1O<jfQ^1YEy_q?_{GaLr61_3;zn$C@+y;c0ua)V7Z#yxUBNKx$7
z71#Pn><rc@W(iP{1^?$n&D&8SAtCq06GJ`3Nv-aLau*5d<icyz4M?b2w&y>srOAnd
zxCxW*f<I?g&B%!P`w!})^R=X`(<X9r6PN5u9SiC0-I!9Y;+P}k9+<i@0n@@PCd|OM
z>G-w7SjXy}Hq!wgLJ2hK-0?BZYnk^y=bR-cAA^zjqIeA#?;ClI^MkRW;T81;T8e&A
zF|k~#Tes{@*iFr@j{Z)I(3ya5Na0{5li_V`!%d1KvJDpXV<9DuQ}Re=R3BNh@$)=)
zO>#r0K^L_WN&HWvtcZNm7;rt}<Ky;r)2iI^iPVlJIRvmz>_*t$V95qLVL${=qg{dY
zGEqmN<|uZXeyKx(6wk|hxwmF`DA5sxDmoW*zKFiqg4431Xm=}qJuOR66nzEOvC*j3
zXy|w6#^iv__Jz)%ZHm>g1G5#9_kDicxN)OD_qGYRM@auQwbP4kXJ=;OjO_S7NOz9T
z2ud%R`P#qN=rT?Q{A9HKq0Zl5)s6FNhcTF?kvSiYurNPEDOf6Wq?j;uk1TtN;Hz+e
ziS*B@FFj8V6Dv+#|E`WN7G+#|d~aBP@O*b1+?twNz35;7x$kn99oI)q&JT<wHYScN
zre^J6wvsTaF->reN{c1QB?jmqBn-Gh%o{R<ky+|C#*IQSF0L?z-XHMDr$IpH%wP$9
z;@-|o+#TE+lKKGR)VYI0QvPXGe#Gy|%F2f_4t3D!*F+@@=4Rz=w6FY6H+Z0nSmpt_
z1sLqDNrZau^6Xv;tSQ`BO~ulov0ge)&rENyGNOF^pE6wPXH)IAv`Y1KUbzSrqSl*a
zr*-r?*nPUKt%}hHKE(ix3q8VQp{}t|TVL;XE@(_sTR&{M-VMSkZp27<zF#YJY;)~e
zWV+ltj<GdOE&Z^&pZg2g@|<t+i!nq@Ek(y(4721q5yKE<ncaIaW<VEckhmXpxd4;s
z-LF12EA$zz(jT1n;QH1*&A<4m++{%uAXX53jxMK^VXm$iceZ4%rl+1}W~Dyd93JP}
z?>%y1ro0}<M$0#6EDQ#B<)n<RN`OUoJ~k4V8HB3HcV~Ek<*V2xuxjgf&^YdlN_dHJ
zw`jZyy?3wEVtMoEt5Arjk|J~GzuXG0MHyvSXdgM<mo>M(_DNG)Gh~6(iuFf(&8c%n
zsvEny3hmBeNq2W<Tf7vJe%piG8?MPOTbGPPf4)JT2vjw{2~-}qk=gD94vrZlJOJ(i
zPC8_{zSh*jL^xZILk$n}Emtv{j9H^ANmbW^Hn?$I`JH@NjfvYW`%On#IV-X&sW|3D
z87UDxtB}Sg#l?~bDbkM|BVII_?GnHK(0p%RN7sYHv7|(E;Kb!@$<K->Ss?(~Eew#3
z&NE)156~5$D%E8NC-BF<^ZW2G${yEQJseXU;Z~yDCJ{<JwnNUejui+UI6=O&C1{PC
z5GQIQz+<`H?f(4}6ci7*qXJbNHuuS;gvR3{^Pj~1yPH4xo-7}e@Se_icY!fzREqCi
zOUjpuvNIZkoV6~V_`V2+lWu{C2XpV5>blPbS<LrKGVC9}`JVB)qfCC9K}>{@D<+fN
zsj06YX8)WSVq<QF?nw!5z+}lXklE%jaEygqv(Dy1XW9s;@>58jI{BdRm_6SK;rJL3
zNl-;h<wk#m2_!(@p)$(*?qZOoDH9M?NI0IF3J4XWWO;&?^UwMjxJ@|f)`@YqDZE5|
z+~x?y`I+9+=LKH{a5T*HT|8|O;;+&{`L03zm0xMocSC`=KpQWqtM)yre^ww;NJ+k-
z^w0*dIsfel{UBt9TxcyIr8zXtk4o#cE-iapuIHH187z;Bi3yHKweS2i3JIS`j1{fp
z&gS0OUI0Lnij4+|vks~D1h<O&EL8Gz)zr2A{(I}JgXhmDZnyb=^WquWT2l@V3uC!O
zwaRcA@Ys5?W<}1NYw_i3AkDfkFN0u8QKZABWK?%8EuAuL+|KD9_94LWf{+!9l$imP
z9gAGMhR(#bw`-r1=~S$je$HIE6w(Le00R(?*Qf*!z0aV{RZSO=l(eLfl2r9BF?Y0N
zL3~)8%mec;)c&#$MEI$ve&s?o@=iMB0VFo1W%x~xvZNNWM;R1i$GPoKBg0dmOKMr^
z^-eht=tdQA;8-C7rE{sJIkRg??!@A|{)MQKy1GU6@7EI*Yzi3|B!JGWT$$|B=8g+Y
zWBcq39Z5=ujw}!QGz!cEP)|Bbr4m~+M_-2K=d0NLOFi)H)x<5;CmICo?JUzSS$U7j
z?sRx>y*j#aAA{D4F!sEi>*aa+RZv!N@CjVn0dmaURAg`M9G;K^)tCadE&~nkL|d44
z-`7tYWy$4=f7L8c(R!P^RM|UI>xB9wy1eO#t9nICOEh}^Tud5r;V3~UXo?|_t*Gow
z1IG-)Zf9m&S3@^aLkvV)S5KRko5<zc{%LJhEM&7czokr>^sXt{*xde>avFFmRwFla
zC?>$qz7`cq$}1>TPfq?2@FZZ|B`VhoX_q!eSx>EcPKEkCQ^>@ky%>jUcNaU+1pkl_
z_oW1v;@ubRevs)%KI3yNfi%b$csL<_?esSk<i7U&(Ipks8Dk+w*S{S(?NGYf<vlN_
zpm6^x-<cju5hUBU*-BwX@|04bL*lpsj*=3QeF0{htY3z@%x6}23TE8F*>76kPd;m-
zuNORsRSFy=ts30__~^mMTNT*XDV2|MwK9xGOSkZ_DRK6pR|@`TP(ETal65(}jo0b`
z^yCn{?)rxqO5Tw~O-dLWGwU6bQfH5Z1Rx|ba!pf@;6GwoXJ$2L%}L#0H!7Lddr@mY
zL&)l?OCBpMaUt#=`cda^E|jMnP&cm3%gbBVb17!PJfzX8Qa%~Slqk~)JtoP{Po1W^
z!f5EaIVL!A)O!*?5{KQ?+^JUZklOjJu#2ZBaZcJG4^caimutu4HKT&AMek0VjfMzP
zkB}A;gA_<zdlhrBkg8<)3?oRJ8obGc`?|d+?C`}*A2hm(2?pf!lJ`yWr=nvS!Wvia
z1Fe3aTf>SF55Nzy3MM{1F+s8Tz^TUjU$5>=B75iB#2}ck$Gmlk)oXdMx_r=+iNSm4
z{!S|eMzC^5bnwi=&i3A|sWX%voCO;>+m7Z6pCmTq!Jh`4QHMY<dCTwt>apOPH*d<$
zh6ei|)n?Xc=uCn2$#jq)Wb5%*TZC|)tIsWS7VJ_NjD5pwX2xplXu?vt9BHxiZo*q|
z7nX;go3WD^5lv+>`Zl`KAy!yh-HY#?!H`k-Qf*gjsE^bwO)$k@3|cnlcXfp%edo8t
z1~y4K&C-`5HI>y!BqDGsZ7Dhd;IKI6f`BZpU)O8KDeDYxJcG=}4``s!32R*<#xK_I
zB<*pIgJ%$;Y4+9PWn^dJLUKld>|^W)Q5epMG=W5?dK=QVL|D+?)(S!!nA}L)Shta&
z#a|U1$;YFeXT^kQLVnyctUf?2Qr%f@A;oWGdGAdi#6iElW+=e*4eajPpn@Bm2Z?$d
zb@=oP`7=OaUt)q#y`sda?>eL_=V_ZuC={LRu*BAGA7+81vFeL>aJ1(Lvy#V{uhmRe
zmou$%CRSnc3~Ev%3^U`p^U7@3bf;fpXWn%-cl6AerAD*|`(6KB9!HUH-6aO&Y3GY$
z>5nkE%eo19?V4dl_y1GJ&(|{U4&z6+)@r_{B9*q@ZxmeA25w$`_}JM9#t`^t<yJ}X
zDzq>s9+Ubxd_y%&mHiPM9(4Vm!wXLxmqt45=KCpuV?d!ihhr$bZ-_6&Xhbl)5_ejP
z^5Sgv+}jRkID`_q{lCZol<2o3vhe$lPya(`Yb=Gy!!1rsf?HtbdxpQV!ZZA@i!9<l
znE&4&wo)O(^1rUz8i=?1-<RHH&?(<WuyAG99u%gakp&9nD|5)QpRGqrk^4V?=Hi(z
zk=3O`7&H%62l^z(0MIIa-4#t-82898^os{l5jAxETIH%o-zcVEM^s}kwbPAt0=0#I
z+79o%%`{rNYmz@vTq&Sq;nd=_-qSP_tG*2%v0665!E=8-Ak5O!s;KK5!AW#3KMudP
z&|wY<L3dU=E+ME<g~wWSV20!_X5fxhhm*k-Fx{)S-~+!Ks(DOp)`@SnS>fDET~bLG
zTjs`{<bXI55TiIjE%&$St)quwug=LQ@yAabXF%HSIH-T{)lc8s`;MQ^2-9xgZ5^tO
zlm%~NC+{~H78Ab}LMMIqy7}fL@!~B@D)rgl;)R&?-cyKV^Sb}VSN`tDt~lTL-pzel
z%fk3D+21zWmi+cR>%M;$N2|j0E5Ee^HCu{bx*#NzDS2K~(t-P<Zrfx~Trsyl%(PDu
z-1c<Mt@Kqwjs<%>K~|%VFVsd3#rPCeV4=|eh~&Ap{f{8>z^e&ci$<R0Nw&;%@>P$J
z4GhoN_+FTay9oW~DpYvg*i!{=ej;2uI=3<n*@(kuK$V=YOOXGd-z#K71f<y*f=l`2
zNj`dK9{z@)NPgji_<Da4e!E9%h6#Bt?{Dxcr_gO*kHRasdMRZO!<@Sb&f*OG1qyZQ
zC;~2+n3&?k7;8p+k2ZJyF1}h+?wslwJBN2obcQz{E1D#3JUnOceE5X}fB8vPm`53;
z=>^J{V5`UCPq7QkM?Ige$r6xy@epq4<CovpRgG8;umTdc)~WET9nJsvH7F)4r?H3~
z2D~?kAJQ|9&cUy4dCcinY&d=tCEjm0hNm@f9j{6ZR`3|_{EC~5*0+(LUE5rr9^oNr
ze%#(AUJ)Zh+4>}GMk>_cB#2{QaYDb{Fb{I^6QZ2v2UOsrX%3U<%KEH?c-b)G2BH(<
zs{<t){b5(d$X3hD{2~&N=Kjw`Ba4`jpRRzrcwi0rqp&triDG26q@NB<+WTN1;S5P>
zcPyZTFI|X9)t~M8Acmk-6sqq@;?C1^25#b0ys^_0)RK>h$e>U5e0q#-J_060i@A7i
zwzCvmy~KaML!rWdXWaRrA5T7+xjz)2_6p1&X4*Ic!CVaX&>D6zj(Vo*MOK$~AzzV>
zO<@;%aChdj+}#08CWur@_yxGS{0<TGAYZl4TEe(&dxgxnYaN1znRJ<pJwYt*vc%;6
zvMb&eu<)@g94Ij>=l_J=hd-=qhSjwzYs1xBqt0+tB#QJ+P4POgRlV7TA_i!!w>gA_
zkO}9q;@uJgBy)Z`#{N0Gy5)tj&W1nYU%n1`Q4>Fa)*7-CME({<%GSEQXo!!^5+uJ>
zB!X|$KNwaBx4pf0K_2#CLv8u(M~TQ!j3|^PzUlF&*30nI@2|=_zyH&^U$B_fE=P@e
z;o+yJGUSUd6_sHL2|uI3a<$7-st5&_=2O|047CwuAZkmk{L+XQo@t%YzTZk`)Y|M!
z!RsG4Vprj<6A8{CA-%9M1xlNva`|V`sJ!2az9Ux{1@0dMfzhv9Yew(E2o6n5ccSs=
z!g8BbF~+W{H~Xs(CNp7D+K6^B9P`_Esq|NnmC1CH?k7?6Mf}i#^W!21V9Kw5(HcVU
z>W;dR?8>*-^Ct97`=-2*H&8zDPI<n$rh;?92ZOI~yorF_<b8fz{(G1B<0xmo``6&b
z?bO2Khl|LMJ2UOSgb|i-rW8N-_;uACKvKxH{!HS)cX>auAaq5}TH!9}u~s9%DfVq?
z@0BfGG`x>|)I9jzoi6+qo=`?1q$~ONv)ZzsDUpNmUw>M5MzX)fD};EnFO^WKjm*KX
zBmpLY1e*%yRFrWs?Ioli$@Gjzhplx^_YsQY#Co$V3}64)4-7bn4BBs~`jGP5YMgqA
zUk|JJS@_q!x+C99C>|7>nXq#5Os#^^Iq?QOwRr1mP4Yv|##!;|O~K_Sh0Se|tkzYi
zhgD+hcKL|)p-`xSa8H)>UAoe`{f0eK`pVR0`1BV(3?bb59wN>0?o3m>;H!9Utqd#F
zvWl;mw;Q*na__c>)s!xH8zAO?bTY<ZQ`KX~!9d>a#N(qOKM<RqH2djz(_#MJLP$^x
z>1n(1ZM3_y(A3{;0pRWZ%jXB2x%HnH`(GV>{~rV9|Gvxr?M+&>?mePt6@{YjS1A~^
zN?u;^@YR1-bD_$LMGfU#U|iW3yTbWNa={^2#SX6eewI#Fe&qHK%ID4^tM{^`ZmIG^
zx8Q10FLp;^$zgBt)uXU?CGXx1Z@gf1RR|8<!az^v(5~RAN5^=YSjEUZpPIN{^BQum
zydo*JLn23=irDO{aow~4$Z_bYv9$o@;8J!eQVl`*gl<M)KZbD>2SPO@Y!l5OL7y6C
z3cvRM6?ddjO&;6SR-qh41dAX(P_*JgC0bm{t{{kP_9!l_L60D^S6KuT;)4e$h+D0Q
zvbcpx1*AYgwxA&HEV2ZQ5DJw=0uhoB2}|D0mu*0Ljy>m{zWXOIGvA#%cfa#ZGU07`
z(ES~6{N9wK5i~?k11v|@evyCA-3Dy{L;p#ZBBbE3L<Vh`fs$J=dR7pgcLU>Ir@D?M
zcq8Z!eUm|LXPqqJLq!!s`WWV`i#)%0l(OwVubM;Ncx?vXu9w1&nn0M=pb%vZYaff?
z;*FTuNxIC~YIe}+J%v-Y`^o3-FS;L`(*c977|hsMHXAgp0F`zRi=0Pgmd3J5X@nQ|
zlB0BhMpu}%*hBzRmx3I;n3HVby%SlInu}=h9jjH>87bM{3$VTyVCNe;U_YkM$Qd#j
zz+#pd!!z~FJ!>xCjs-D2(1`OrZNZ|*i9SqGBvULsQLCt9jBo^W;FBQJ5Fls6qb4X6
zZxg#UNn`IBEY5WVzUZ#C$_>2HH=10{!y=Gm1XmFz9?HA5EPajKwe0Vi`ol;l0kZ&6
zOi|SN!(7q^JuPI5nf9C6YW$KZqamx)GYWis8@mxtP{+W;eP9;Kgb6#y#MBky-=x5>
z*9m7_V!BR&k5l6#6r&b~(Ykefln7m?1nLZ7`wsA}qV3}JRMay8D`ymX72vWFNMAeS
z)W`_jr`-MDAu+h=(jMnP8opd~;?_disB@$yJid1u`=*zehNT|nmv`Q|$OU)saA|b6
zl5dzpOqVzwuLP7=U8a+#K3<`X?0K{s;l}xNuZ<wnu3G?pOLO_qNTJs0xH#~xXy~n;
z$<+@Q$kJ9|vPc{)iR2U48|g1Rx8!PKVcEcr*Ime<^LWTIgYHPdU7C7V*YY9$Wc%19
zO^|CzfUJqfGJ}c1wDC(0PkeIP?86gMbIXJD%0CRh`}izve6#hr*D98lF`bVWMXpHH
zs$F5MAbA)#j#C;EyXf_5Wr4TM=}%mdyi_`JN&a8uk<uX`i=DX?Lq`0SFV%O{bvqKC
zJz48EI1m#R4$>$ojCkqy0S5OPXU$3g6uM%CnYfoM4^>Y8h^npc;X*nhhQKZGu+5VD
zPP;vF!)_ez^2jR?jD-}3=#A-To7&=Y9dSSD4J2fBXGOLhrL`GxNTzG&U6M`-wrDqF
zT#fya*pk!KpOOgj%&<~=-9ciK-s$S<kgd-qPKM0qTtysaT`GvXX0x1T{}H0_w7{8Z
zQ{+$ETIweMae!~EC@?{AL!}S5CpLH(g5^-N;!4`Q^yX}=qo1us1cL*DC#Sx?*LOc<
zZ&ut{pSHc%@<{DbM?G25q^l}2Z0XFoI^Z>8g-8CiZdyuqt4#!<@Y<ZbRt{sbv4(fC
zjWowe9pQ_Cl?tRX-!nP~c%W2ki>-UWj)SwugX)ng0cT)V@Y(*X5pNf8n6SFalf&Bd
zYtfax)hVeFh5U`>On(!OCm%s}KT>KP6TUe&3d_C{^d{Uk<-{*aOFY(-x`Q==3|1ay
z1-?cIhf9d^#zect1(YG*(e?Mh%1{h*RUreu3~7l9w>A=b2wx(oE^fFElVJoZ2(Mw#
z_~qab$caPd#hj%#yVDv>3V5D91uIdknCAt@SIL1HyMRulfT|tK@5Q+0RQ^Q}H10p{
zb5j*@U*w1Sn1*mOusPdelmO42`3mdM*)~Dz9l5ifTy$mAV?jSC97PvIie^*O#VTJj
zVISCB1ScN@jv|pIody;7d{S9HRxgX`tBZun)AGIDX=L%NYHUNIP6J4CezZ!zvvR+)
z3d6Oe!Q|D5PpN|;5=JWsYBF=570UXv^KnMk+Xp&uk46d|>BffFxd<(wr-GpTnQ?FF
z2~bNv^#q|W%!4uNJ93f{;RI=cve4jrZ$>7<l|diaasIdY_`!v1d_zfvV=S=Q@!N!y
z6kzuAF(x4`xVbB#YM9^K=cLGZ^&{A=kaeaD6IKFiz{T1SSLKTD2Nm}oKL_(-xonft
z{me(J-XehwzaL9SaN6w(*bajXU7hIUgDnwO9a4z0njY9h5kGx1*bch2zw|@JgJeN-
zRS4X5%9~gWw*aKi;_zzH3PEsyCO5daGP;aH?_r#k7!8_?lA}guFdCSZb)0{Jv3MD%
z#1}_TQOrtP&`(aCr!ex~MK&*vmH0_rfMri+!quvJ`hM2Bs(QX<{-UB>@|Z~K1c&#P
zac6t_E5QM~fo4e`_*8QdE3lFYA_IaRrlSQRUsO+IBUXzqg6+LUk_uLWNO3;25`&#&
zBwHXa#@Z}lTZb@!J?XgOK{ig2+2@!0=t%qmA9bDI&j!9Xjo-j{+R;*@Umsoae2&i1
z4;ov7qO{Cxe=WrK&i;9=^FvGfX5GtQXE`Q@pUj{X7l%^<(lXz(qfYe|J8sO-5e7*}
zczPO8h5%XH0)&+%woJ-)XSB!u9As_O-F{wK4Kh4QX93WU2nN-$UUGa0>-|X^aTuT_
zT^^1@U{~}sO<J{WS~a(D*)+2|qXgUn3ftpQ3PGZX(T<ETTL8!)%Ypj^tm>C1yg0zc
zb#dyg9BzSvO$zcs&H8pKV229F85+;iYv3)qQh!L=3%*>yem-So|JSu3bbSs>52{0t
zz}b_M<4??H-jicqW77JKuW_>biIGS=A`fFSciCrFv~~^4fWb>$M*C7Wm6F#2hz0??
z0~GJJe}((p6zz_Q`?_)yz|IIRlhc${Yrecn@Ji5q;16xtgB2g4#N_FUO8izz67!0w
z4jL5V3gh6uO2c054R5OwMk%NUB|5+$r_0JKLrtX%YJ}2riiK<n@~D#~tO~~)1DZoS
zt4`V+EZ>;RZg*w(g}aaaz(5m%&g&cP8Z5wme#J>6A?wBQiN}Yz;(K>6d{re*77jAZ
z@UNGb{=U}k$LR6?t!Cd{Qr=)`dA$kS5aBMt2r@tV*`cZto{{}aQ+^6!kN9=*z2M(1
zcAe%jLdc^kaM?HY2&HUwSu?In8yF0sQLt&#8?+q4`$J(_+MtyW-VbZDp3+8yZ3u{L
z_Euw|cl{JE>kYY%-`O<!-pvaco)8N?#4ZMP%^TE`@iU`E9{lHA0WzuBeB_4SH$}eA
ziRAFPJbKP+t;vtI+;cqI%_)^o66X5CgcDkK3Iif{FiB$uM9wQ(gPbWz*%+MCl)^*I
zj;b!{uqpFRjT~0r;WnfhS*MW%j1DwwiCYN-)j@D8{YVTS54%d5jL!f!BxzcS?lBc%
zGs8oNDaW~DDqKV4w=uY#qwJgFo0hN<gs*CnDc(0hRiE^GhJ)~za^WPc{!qdb?K@m^
zu2R=<)4oVMt;q4b-t|)QaJa+)=*-A+%6O{08ar%sIGBqBXxuVLKLVKlME?IApYw?u
z$9w|0?{0r^W@b~0&x7$&HmmL!f)%d`70-X}=~;}eoz$L9bitGeQ@9;wytYrMA9tNc
zh&5XT7*uh=Z<Bhr#=QP;BBvo(NcAdiFR3*wX{Yly@2omwUT!tU&t~U8Xy>JHdSWI`
zV~pfv^P15PL&O=Ym`7UL{fh>C)8hPl4LP-r1;xjx0r^R_MFXv|F&7xrts}&qk)9hu
zp(`JWKXuR}DRr1Ed%JSOl1g3k_NK(;oCwWf<3U4qZW?0XW?&p%;oHtCKQ`-(f{jLm
z{QgcMa8VK<1MMO#+-X4~vRQAE!k*htj3H0|{5$3p8C1X7C!bO)##;~h6IllFXI93N
z0-RBAruYO(mH?>#rsmx#cT#gOliC3m#PC|(mN++dPONL5Zz==aDJyUrds#PWI3Rpi
z*CU|;d=}C2DBj7v%WyafE2-YOQMK}J{3OlQ-JKF2@8uDRl%-3bHfe_=oB$6KQfJZ}
z^4E7W9l7$C{uIuUO{8=P3rbx-()*p$#yV*uWup@%?Rh`2i`Q*IQmLf*Q2$ro86*ep
z+tU(E?Kd_jA;KeQs@5Z1g6KIbp!*AmZBIUe=ByP)-`xTa5|ZDC6Z<)J^0}FNH`gk_
zdnP2%Z3kmZS^k$*MC$5p{=3@K*li8s?(V}_^lR8XLsX)`C(V+GRJ2gR8$)#-@!X9B
zKAgEOM#PfLqrp1%FAG<6JFAQhw((N4`2}ftDM(BsXiCj`!^3}-xQO^aB_mnF_)Pvw
z76?B-O~9%)z@5y_CZ2&~)0!rppqZEH#52ho0I{<5dZ=pvEh7LC8?G9zHL!D-90cSM
zO6-k@886QrAR=?vR%%0x2#C}|$5+=`ajd(=7cEx^;lDru209I|3Yz=Hx5z{9V2-e*
z*vRc=A^yw^lDN$kCaq^SBCen!A11N#m$3Ju5=;crCo1^@#!|J|Os6}=Zp;VN3jubl
zl2Cd?aXXz<17CScfP7+$Pcr2+c)d(`PSJc@aOhF4`q)YHza<Nu?99D)v+4DRjwe@6
ziJrTm^C#qkU-jrgY>1#XJwFzShmw&^PXSde@NW@grR=#95<#AHLK%eN`&W!Cecfxj
zs>Y8o(OiI2fVqu6B`su<`<P8d@n$FRjS=G^lw)Dbg;{OMfbZ8NV2=g#C}r%|WW|m5
zVN%{f_zH~^e}2MfXaI_ofQG5rVTKj7vxkj5!IZoK%c;m^evHf`V1q^mKTPMyKUOiw
zXaIH-hee6q{L!AsoqF!&iJDOt!nwV=;I2NsTThUYvN{53#2fC5@16GA3X>Z$2KQ+h
bGbu-SxP4%87#*IAz*%p%x5(Z``1gMSReS(`

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/LRU_single.pstats b/src/Delete_before_submission/LRU_single.pstats
new file mode 100644
index 0000000000000000000000000000000000000000..f47d6bf089967285c914afe930c5ea5dfca362e4
GIT binary patch
literal 551841
zcmb?kcVJY-^QR<qLhoHdQ$U&&fqMi(lTIiKk@J#VHV=|qc$Wa7NK;U-A{J~Qf(n8n
zii)D51}hdUsHY-|3MVLF0i@{fGrMnh-`z{&>+cVjXKr_Pc6N4lc4l_=T!->!oApb#
z0(1S@EzPW)fR&qRrgZkE1OmCiT+5f^3AZj&rc9`+H`_nkn-xgQ%k+1MHIvGgDZ>k9
zcBt`syIVRM>SNxf@)mwAV|Ffwb~Qy4FM7!G26OzW9b$@W+@*tP9KMn|t>pEZ*=DZS
ziym*F9;sl*r*5rt@1ZLU7T4?^U$3_(7_!IkW7Mdom-%yTOud<b)EVfpn8vEd$<(-_
zFLh>~Y0(gWqYkNHV`3LyxuW3+gMCuwK)K2*#^??oq&AhkUVnD3-vXL3=1tU!3bu0G
z7ol?#1{>`0XI`oQ=Ye5{O_%Wd)Tj<e&6}4^7)rXvgwyexRR;yD{?TLC_lav~ur2)-
zZ%f*8si6?fq4pImf2Q9Tj70RI_pWX|bMP>ORmpgJdu)eM#ym;Rb<_sr^v~hsbmDp4
z`Ys0sj|QH>wM}DhS~A?QYNB$77><U(<(Gtn4pVkEFxWGRld^v8-b~|iAF5gvseY_u
z=)LcGJ*D}eRtA$Fa)!)b$^(x$Z@QVC=Jnyf%z!T~f@-pbYAT0q#Zgx^qPxmDTIZ+P
zMt6fvpOM%lu5*?#&uT<<oFjDAQ84Qh%m&dg6Yn0oZO2xybV|y7FP@z=wlJ8kI)Hh$
zZE*_;v<H)9`!YS@0q7Ac3RCEt<4qN_crq4@Lj?=ppM8DC%CUy}AnG+i6Z3og9IDKT
zXD_8<TFF6%cT#WVQd1%p(XL8Kt4AE_Ww4F!>^R?~MuHxrUMsFT5~NibAgwAWBGyUS
zE#c3nPMct`J92luI4Iu_nANF{b1q)~^11PqejIPGyB7c6Ddo1bLb#3f7}dS^MsVAU
zUe7gMlQp+lwW!<Lyjur%wx~X`&eWe987$eK-0sId7|N#dXIl)qGC3jJmm0`U^Cd%~
zB~K3qvXj&Nsev@V)j20Wj3tT{(NBmc57<4PfK$PSKfUYz-@n-GVfUWg_*k9SzVraz
z<<anhX0E?ejxTkFkNJbimY@0OBujAx_ySxT!qo}7+u*vto#^(IhqX_LKl0g?`w4W%
z(tze20Is<Qh+`$E2C{NYh+-%3*-NYc`B$qA9`^CstM=bJ^<x0HIsk((Eoe*N5{6JN
zV|7Bo1TL?7*q%M7{;gm62g0RWX>bAKVzfZP^3zB=YUmCk3S^%1u&1VuPO6voIYGZH
z8hTb<X0DlI1ycRNpqb5_1Ps$sw~;OkteB(_fxWaOu;7ARtiI@JAu0$`^q-qiF!RP;
z9@enRmvKXm9U`c%X^BSG@~7pc=9+<Qzzx%4kk}Ri_gMPT8y`P^kl=QY#x|0ZrkmN*
zech7%*|SV5ke!8{B^qtbsEV5^eY*0B7arP2;JcIxyv;te5=!FKkKX+`wtHDl=n}ZY
zM%_$<-jF&2^I0@>wZxiL`?%JGBVQ2aT}y>|ASc(%GUxI|ToUSz_1n2rz;k?7usF!K
z{kmh_>9@9dn1d)K5Zp>jC-GB+Xb59JEMq02V2TF?Ne&Z9`U2~Tz$lnJet6Qb;Vs7}
zC;EdkasxTZgT_ow4qB<nVC`9c3mZ#vUapy0R5zT<1*=c^vF6O+r8_;$!ICakk7P-E
z2<RlM=owX{=`m~0s}pbijL`2?Jkf2q3|eMJG+-i$po<VB1(N2!5a8aW0-Wv3@&_TJ
z{mI^e<A)C#5#5JgNJ>~aq)M-g?PE~Vq{&5hq1Nhkjr>FZoX<J_ii_<caZu46s0nzq
z?b-ROYw->)dJKt!5+)Sg#gZ3&@6F2H?qQBGTzT<hm@s(!sHCEMQ3G+vhKnD_n1r#V
z=;FW7YRH&`Aw_qgB%EWXzi74{lQ@24x1#${lyVHC=f%#)nDIl4?m>;>r|!3J@9`Md
zS1!JX$s>#IL9Gi%4;MY#W5<svW-1h!{$m%DiXMfclVc_>dUcN*Sc(oD>~zr+F+Q;v
zDybnjdbsF`Ko1wWvM+iNNr_{MCX?c(&_7px^K24V-7k6`l7^L{1BVE_XeuR*7*h<D
z)ENHDL?n$#N+^01YOWp1`NdB}(&(alP+P@+5#keuj~ZNb7itjyrHe^ph9?%?g_;V7
z<hW=$U7b`+4{8vO$u2=xwbiCl>#95NSl{8E=RYOADL#60n3I*69Q4ge#=n-|CyvHN
zXw`-3NJFFHMJkRtGZ@Z_!9bpc175OsmOnc!U?orY;dl^8PS49u%?$)HgQXz9umpTS
zLueJ<WomAI4nYTS(?@5qlJKvvzMX&kpsxv7=@ehmtfS%TGv4`!dU<<}c+<lidV2{+
znbbgL!187Jl4qM_IOJM22k5dFsAW{^i+O!Nz5A<DD8IA)){MFSJeHj1%k{y8i!*8-
zCZXs7C<R*(<|y@10t>1>GIDcsiiRv?<l7$h=IT|KZ-0tI?h!qIku0Mirw6R8l30Ak
z=$*~-KHA}7x9l4C@v2OIMm36uFBeZ{9y7Cp$v7TZGmAbp=~KvvgDq!F?zYdv>Q_##
zZv1wVh}8do>8hkLDS_ZP)0c4W&dDdBWIxI9XXfCvNHbD6KNYr!|EFOH!WBLBVi@nq
zso|%#|7mLcvwWF(zFcl;;s-W+jpzj^)Vtl%Tz7<~rtI}$93ab_ZPPC$&&<s2WM;R_
z^5<p*(pvKW$JBSmiJZGTyk1!U!Y$~$xdsK>+#!4Mrm7b_toI#1KC$YBOUQ125B+*?
z;Q$Ft=Tu0~T)#IhA7@T8HPW0YHWAp_1P^@={2TyVyD;Pc{d4@Og@Y56eaXWXEx+)0
zt;XMYq*XTj4G;`9f<ZYm(>vSD&4AN|PQVbsS%F#pv<|UhvZ0#=<efO*w*0B(O}iSb
z;=<SN>(u9jaut|=k=v%aJs{iR6C;d#Wa(qado6r%?865<topm}7HnP8+vs5XdoEDJ
zsvPk`nw`uzbkmMApLy8X8-~s*)1snuhnR1ZOQ1odOThMv0Oy!6x6!Yop2c$i$-`FX
z{noKd<F^!u$}s>@)0+X0LZ+X)nljB`F4{ImGpiT16;%7h!xrv;#P}-z2({%l^^xe_
zT8}C)Q;!E_taViV-&>k?zyGlg20PO3=jnN^PpIm5p)2bVUOmjs(N9wKJAUiB{-1*1
zJ?!-=kB!~iWwomQ096;zEvm`s$b=0h>|x`k<#pb_c!Bn(97Y|C1SXx7K+x~S>;++8
zhLwGOE6f}ftlpz%2G*`P#ZVv0xpEgxKpgj}I0$IY!Kip)o0ys!>O&IYMrv708kM~%
z`MKOsZj*%5g|%q2`|Qni>l*4qHeO8=Sc#l&WL%GE^XB$LA7^I78%%y!n>pzOEja1k
zd;7O?ZDN1+F!^C^iLN45BV{zVn)52Arx`{@1v|Cw+y^Z>!}TCP)S@^^6m5hx!2Nnb
zuf6`gvtf0Dtn3i$U~RFY&U<Vg|Hq?9yB0JI)g-5j@MMzT3XPrX!qr%!V0zJ5I>{D;
zAxtV*jc>mBV{+>uhWeOiy}*YRu8V&x^4chxs1Hf=7iq#8XnfM)3m}i8kL=Nyf^?d5
zD%i=ZRvkX;fip{fND$Lv0irT@mI`N*)s6b4f*DWlUA_OiA3W+qQv3}1HK}0LU+8vk
zm4p2Z^`VBlm}pfY)t8z<GRNFOO{icuCqCl;*63-l<)>eNxQUUk{HW&7)TFj>_Sz0(
zUv91y#7K&1u6n$U_lQjp)^hat4;YdcZ1|()+I_vdzrkL9t63X=!ccgmUc>kRb|#we
zg8kg?b5FC|vDE)<xA63Bjk{y*ayLk6?XIc8S+lVZhB2qg0}xN&RM?iX$33>U<tf^n
zT1M*)+&5K(h1g-b6*BC8k1fpZCs=)=VMVG_sTn>i&7Ygh|AkDn%oJ#|!e!A^BOC@V
zl(F6;gq1cZwyh66R$KfToUS+A!tf|b<F)Z{3^Gh^Zs{^fq;D#i*v;2@)CUGxf{jrQ
zGB4YN;0*dQF=9W?7Tmk>uI?pVfxbVcUc_z$qjKAtyBp*j{D??N#`Xx8VbP=v`g55T
z$jgE2Dn<AU9Njo5rPM8{1E8A{&X001^e?(mJ%l0V6uAoFFL_cx4<)FJvIl=KRYA9$
z_!m%5RA?8Wq}N4|DUb$@G?)vuC<~&%%;p-Lvl~4KK_)mZrKPSzi6;=pAcFk-R5)bC
zP4Xm<0hC}5l8`eYOS8Lb3VrUNfAm^_uUMRQULZy)!OSZ=$Vy2KMsiV@_BH9KtxVqs
zQP@=ZSoXm!`z3f0WgmID>Am$3oHWvtEHP)|#PPZZ)Gxu^Ey2?eiX*>kVnLl!Vji4s
z1`EfW7O+^w!pQfI<QsB$Uj*@^7MS%N!F8Q3gs_X8;1bTTk~;pp)agZt2t5WNfL@c6
z`!<cClpM-Zx^?f`t#Be0GQIMggbqqSfEiXv@CAWz9+B)*dibe1eR}jM3BF=aX=nlb
zQu0uW$*w2~yz+-Sz?YspxwA`xuWS?!@|RLT1YH8cata}m4MIT3cn?;3tGDFQ41bE{
zFJcf{%1P;IpImlc#6rU$q8FNT5V{Z7LbJMHfDr*MqRI-X0Il#?-9;4*MeVq9U0GK|
zLlF!Gl}zq7V5kzD_;zH2Lwj)=8N=;pCeEW^TQ2=&$+pTLdDMs1TXavqiYl+Jy1(Ow
z?T4i~fLoGEV7M%wH6t%4=u3wu+m48gw!9<~d@7XQq&_gb5*+dN@Un4ybJ+>w2{08p
zEJ~{yR$u&J_Mrn{+$<CNl6QhXD+fC#j)CD+YFQq7wyj3Q8BC15fnia2C#qDVDlt?=
zoH#y__M(u->c^`%lquP*jmS&HgeB}#_P{u5LLKD8v4y-Inrol3Jkh;NW^pco(s50i
zKi!8oCl_V)9v~&BZ6|%d^drN$4+i9D(BbMt*Q!KUWw&&Qh7zQwO*CIHKReY+w(n^0
zjyX|+K}zXT&xw_njX)lkS&xtwn2UIry&l`_!vn}l$H%$;pqtuSL=-lYr30J^<CZIA
zDv@YSg;D{T;M6xf)&Tq&5{wR3;&i2ETB<IkrkAidxTZq)u9k=6tkF99NJIXfv_Mvo
zVni<qm#hV*g@PmZ(f=Tota*YqdS283WF!=NY#TiQ6{3!iOWUzjv?x@2yPOa}932fY
z@|0J&%PI?@j$Q<OTHIk(<Z$&^gg{yCv5(WMX+>Z4|Ijlb5<Ol$XKFP{r31Z={9k${
z5l#-6G!vm`j>!$z!=%Aji-W0G*72f}H#O52gtbQOiiD6Yr02@LdM+qnwW7t%(X}OT
zA}tImY&zixC`B<)AMu}2hkq?CFx$0gI0{s#JyLCM=yuru)Gdz$CLau$AcTd5pP}W6
zLiZ^(6D218=b@@T$$)33oAypnKvZ=dWTb?)$Gn?Za>#!hs@fd5fOGXIxzIMUyhc3^
z{%<|z`WT;0XNQ`yg=u#G8xtwYdb51l`I%;R-khSBo$6MEKE{v*@jrK)7tAc7Td|M9
zQYM!@x*hf3$ZK24DeBloX3kYqXcM8_qS5hxTr}R2+@ggI_P^3NH!#DWU3@69np&we
z{P&@fGH)+bCl_n-s)Z_*1@u{hKR(}wecd6ag@z^;WSFk!Sp7*E6oY`LRDJ+*2_X<1
zvd}$f0q`BpUg%nXmCB6LHcJUtg`9-xQil{-#jocQG&PQIFx8ix%{8?!`S>JYy*(GE
zYLtc$ic7<EK9Fz=nL3BUQJSfvaD4dtxNhkraU%6Xh1M<Q?g0{)U~}iBKzz7}0TIU^
zCvZ&;$=uG9RcX*B6)Y3`T{LHC$coU?N>obDNXyHDb1oXLCbV1{w#DNe+FDA(8U8FY
z7it^<KIoW1jj$qx)Exo1gkzpyIlpE4GNmwal3CB8BF06|q2<p3rTHDhXo?h%_+`cK
z27*DTj0UR-t%Q+7WR&1vP$4`{ffVncwuY`W1o=@iS1agPF0%@`W1^*!GATIX14}Tp
zDB%7%seW8E!Qvs(IFaYyR47f=x&M~1Y83oD%YCZWr$i||oZMXk(N##9ljw!Bp;(HM
zZp0GkqM*}tT;lT}KZQ8q7eW`gmN2O$S+r$9oG%;4u>jQe?%kq!GLbll3T1&&3beHp
ze~vhPh_00vaU02p(#{Q;529zCB7;PDkO)RVyu#>bo_nawXTN!@8%5`O`s7lv!z}iC
ztmUE#ZNg$F7SiQidH3!U!mk7`r{bL;5h;)?uA})Z7p@u+X$er)HS|(~#Z2|0bbCIr
z_LfhfG$NixEZ98}11K$lX9t-XO<)aKT&;Rfo&@<tq7r<j3Tc}(h2ma7xKp9|$6@j>
z!TGCtu){_oPQ?-Of!~JYfl?AWlOLdd2_bOqZc=bNm<O*E!jybwsL-OwvE)k2PHIG?
z{1?*8I-(mDD*Q%;fLS-=&scYQ%;G93%(x=rlLy(B;O$UjwkNM}G{UV2jeOE##VPAY
zkG;H((b_3NeyKk4uxlWo%0Aw30@|!yJTV6pzmqEXikSAi1#_^46l1X|?0j+2tO(_x
z&~6SA$*8dPI;<(j<-8IiN7Rtiv=rWn-fxvoCWRa3#Zx@pqM~tydL86<wKLO--T<V5
zP=#@zrxFYcQ9T9Wlk%t89nmF9c|X{>r6m&ms8D*b>d;z=KZElNs0tPK62yIH>4CCt
z6;(JyDwG+-u2MjZTY@cKhxR)5^>8EV)#h9Bo(LC;63Oxd;7izdHTXz{hmYLuK;tj%
z3`&5agA&vd-GPr^mFDVH;m{@BY<22YqD~2$m4+_wqVxH%5!d^m+K?q@TDOb2;h0dN
z&sPp%UFxxs#$c<W&auVQG*MBgd@kYi<{VpA7LVA9IDPABQO63oEUfzrAKe%7;D69#
zJt(SZ6qUv#)Wgjxtk}E<92TmU;S1^j!&pa9>30nuf9u483I>xOD#lI+p30w89TmDq
zftA*agiI_Cc@%MvlP;8*vT0JR!LDDn_)L|ijdi5pK?D+76s#Sw?bP@!*y`M#vIcu$
z_VxkSt!O|NxDrH9q@iEr=5U%&!hO(*?5Tjhsj&B)Z=@vsQIm;c7_Hr?g9t=D@>O&4
zubjLZ`7ZAL``LoP(~A*-7(;bpimRijLn(BuSOL=nd=bW**(Ueif@=~CHtm}s<>yr0
z0GLlZU{Xcqs-s|1l(4mp!{ou90_KuhzkGT6-Xwz^UU&DNxE_cHw;t6nMO3J(j)JLY
zCDvR*cv8VmP5*l3n}0Sm*q)vJZu$3Q4?T-FlE=7;i1`-5r^Pi>-B4({2)=ek?Ot8~
z<iPKiVDi5_+HPy*XRlNwcIYLpItnI5t&0e4CrlxXpksXb(^Y>gXje^<*a6d3N5PEa
z!!v`hYV!Ob5kbbHS%KUr3Ow^VhyZ$P2MBIG&#CU}#!+8&a~Zl392#p<$|YW~ziz91
zxbl@P4Yp|Bpk-&vT@KXm!;j#&V(Jh~GL?nLpg;_HUN)ib&BOhq?%lx9r_dEI*x3hP
zzV`A_V7`JM7T4a!hVx0Kre+sVGE`l-g3R=MZ%#fXd!m?n5kTIs{;DO{mdBNYBR#4<
z*LMTIIKUf@qlOK<xaeWx&XV6teqjU-X64u*HsE)Y3ieIwpL&<Q7a-Q%aV97JvMW{K
zyg8j{K`BFk>}jkRUa<a6o*4N14LuNeu&DgMWoq`*v?!*IqHi|AY!D5z!V@tq4t&_h
zU=8njbmP6RQ05$)z8a>hj)F;?Z>^#EaITbHmpAKB>)sTDb*XmY#r1u50_LOCZ;WGE
zxaugFbc4d$!13gVGm(GlrX3GWz4gv<25XW(-AElvE1L8Mz@+q4;uPnqqhL~^CX235
zfOqL^CSZ<OeqZwbxa$mde9x}#3&#N_1Z_2nfcBDSlr*+PRF=Al-hn6obc;2&{W%Z&
zV{Lq$$EN*eSZ{D#!d0pIdLYDZe8l{5bYc~Q&HMARfs-CQN;14jwE9T=QCQf3-VML+
zdhgS1HzRcYsfjb!-27!*!`j1pas(}iE&h;)4H&Ybwr3-95WOv`XngNJ(P3k?*H3xa
z-Iu=^3jUc&$h3$?hKFryTXV!QFrLOmg`HgoN1~zk?0sg}lW_#9K{O~f*L2;Z<CLU=
zm0fpvO5#w23=RM460_IYt8wM#Y@=up!ps|euGV;nQGe=T5673AyR2Rv!o%gz&kQi!
zi;GCaBkpS0I#mG;iwc&z<j&uJYmF-}fl6yn*L-+7fh!EBLQHfTCv{wWX-?;X?54^D
zqy(+YL<qYN4ix8J9YJ}`3gU1DvVBoGe{@0ST?D<oi)@j3oYGUf_vzh>sQ3X5)gHFS
zSg1*e#eMY5;j34_bAutn<8>8zr<$Gn>+b`1*I8;<mjP6Sc}i%~xI<O&%B}5(y}ih=
zI*TeAd6B#3h==9f*r{XoD!*a9A6-T0d(cJpbl;x$QvX$k^`WSu`B+@40UzJ<!Ruch
z-hYQ-?TdyowLw<m&x^1cs&4!0>)De=8rJ^kD&ht)s=WKlq>qLlA7NPE@+#p<_{Z8#
zt9Ny!hi~b7yo|vXludadcP2*ky?~<WqAX`sJ01P!nVS6#>qk)~k)Tjv-{btn!^YN5
zK6S-6GY#ucQAJzM7QOJ(JAql~XmjU-{$;mXv=&M@G0RxTOkXxj$;)IunCi1}&BV_I
zRsr?ynrE>~<GR{YSwAg$u|fjzPKkM@5DQ9~tcZKKJ<A1EvBrYR^_otrInI#LiJAnz
zT(Nw|!1W+OY@3&F+SqGJq3bHgOr4SGGAn2x;=c5+9(L8qla;^9pIRu8ATkg7x%JRV
z0?mP+pC9<u#>vouPQLlzxeAMO2uM@c@<AFxx@u93om?D8KliYa|IiJas|ZdB_8Q#e
zpu1$)SR$4=AE1k<YN{R>P-|twSyvPM5)O_I_&NFAX}<WdU7%I;T)F+5udVY5N4<VD
z34mqM5R?;Q{PEF;mJX^*$Tg0JfU{KwW!=OrqVeEHTvy}QvgB1YhYv48iYVzRqE2f7
zw)H0M?R@>a1|zd!vEyG)$r)R1x?!Cai%av(JNK;UwtMq&4{P$o;oi01e54elw4()6
zQu&21B1F7nL1}Ih)}ik`tk#!5*Icre^R<f*>DgJn+*DUGC=QVdCUY6EHS>P;WZp(e
zHQh=AZk*)Mg}9=TQS0OVvGtO|?dB60_vV#BcI0Rv1vEM;SZkx>Pj7j!1I}Ia?b?LD
zXA%$>bEM4Wjto8m*Nn)l60ClT@p-q@5d^`d8f4DR@<k)T!BL@tBUwt_nA-!#IfuGN
zV&P(Jz?Hizkw!v=x}MJlHh6Po?q9<T)h|-u^htF&8#E?LwoTmo;LVBW;|v-4tal^f
zh&%0J=?69+9Xsky!@7X(BY0Zu*|1djZ+Y(T_@-kF>)#@)96q!CpM$ri%V=Vudh!8@
zo$(lU#_+<rAFuTpGMZSUtJI<E?pU*J{gZtRt0I;TaM3I)lL4}{T@SvqWKPhqDo0mQ
zn`c@!sX^0_&Qes-9jS}Y=JwF!{A;f=tlH646zNV?o%QDPgRe2Hfnv}!7%@eyJlhVv
zHsA!7&$yHEx3xNKSc63sjqdW7uKD1G9C)S%Hc$Vo)i;MRi`FnyGUuYdP(uXmk&D`!
zotK3>YY;GqknllrN049LBv|`M_N4Buk_~I9=tfVXU|OgYThDiE*t+&Z#I&w$0XNUJ
zy{~{q;bMN_1V^a+?!B{5)TwwKF`Y{wU=J{}d@ldArmk8-Z+&s(=Z+U98dm*i>Z<)=
z$@Uv+9z8OM5WXZ@1k1qKEO<BzSu2H5IrXaeeebuQM9|t41r1P1h!>kzMTxZU>kNs@
zJkf{fP=amH3<l^R6tOoB#;_%kIl-x5FWla?{p~NF^sq6rz6@`9`TC0hZg;{rb|-L6
zdv)1imD&2%-Ek=dyo6W@i8=noc_p3XniIArvk<O0#$9^zo$u}3c`cE-q?3V76~NA&
zYi6ehiiVy(^7Y2-Q*1^B{+#1^TlqFpf=c4RJS`6k#}4syVy`Kq7W7RWdam3x?mEKW
zm3t>L@HlAl2*XPp)2QJoE#j+pUOV{XJBb9(CFRNG)UyW-I<e3Nr`AE=JFnZkW(QYA
zN^sfQUK0vW@)aZc#omtOD4$N)ymr-xh3{i|c_w%1@KL#>fs&GS9$dS8;R0l#9v&@t
zM3R@Y9`;hgKZicN=T;&@2~JKMe@7z7!mrPS8xqBigZAv^r<+X8o!kWHi_p7$e>l2~
zdMO>1a(GUe=&f4&$AohAFZ6}=SB$;%$wLIWgqS58{~*M)OPeW#I}+pnE^}8EY-Ra^
zc6vEop1bJfp?4niumc654y@1p)VC{>5`t1FRcYZ4Sg!L3#b@4)v8T&7KjUG0U);3#
z=iogAta-Euq|89cshK8xt<fam>`4WCy#4PB*H=I4VNd5CTJojmPJ-kzv*7+PGMlQ<
zyCSq(B}NB6zW<pr$qNaT%e)~#rThJ9C4p1A_0GX#7B$GsCvdJ6EWmkl0-0uNJ}tlK
zk?J{8@PrlASIkH=R3a{?9<S$8=^UHBN$m8&*0BW2l~O>UW?#J{w4AUsTFRU;q3zMO
zhv$wX5$@s(0n4Awb7%AYpm1Q)xy+vLJ7r~T?qEX9#TNpYiqI$=lF|*HZfUK3eZ)k9
zRK#S8$YEbv8V~9#pmkida5>U`+<^F7N6;vXpqQO;1r!ULfEB7Z%1*)JyxX97?ZJO1
zH|z6BAE0Mdgnc@K$a=!mLAqMgyhe{U=BIJjK_M6{#u}kApyZwynX&5X6rzV~o!HCQ
zZ&}4%byKJD_d4F<>2ha3!)h3<FbRhuES6>7%{}txuBnE+tE2fwZAh=3obpubXAMHA
zgfxhe4mXE8JL15|Cy)yE@59et*MIn5Fu__|x3s=MId$AeJ$VU*I6Se?xmOFX+GRP_
z-yY2^xy_=5RWL852-^(@N`;CxVINdk7p%RJn;Bg8=^RQtB#!bC!-^-|sL<x%iQC7Y
ze&HpqG`R!|X`?b2!at|jy;sd=wO5|Iw{_zrBGdmA7;mTLqd<rV#ge0LFDW8~IFBeZ
z)nln2c0bi-o?$J(ZxLq+wMtrlvS_9E4a=~aMsu1%zW0-VzB^z-j$t(yRrKN!>85`3
zuqi*@y5ycTK7S3P=MRBPdBq4{v)RN^HS@mnu!Hw})%CR>#~N14XiQ|@R(4b7y!zig
z3Cm-AG$zWkFzA6#wtaYbykWJ8hN4!^q;>U|E;j=-8Lp#-OjuaBD&jbQD*N@epYA@I
z)g30_cF`TGbvXZ2@?&jZ?`v2cqN@m5iouWi{=v*?U2uxMEV_!CsbAkeG`CGCU|5}^
ztEidUl{of}?oYsSd3kgdnWB(AePfNU_kIB@ad%NgPo@gps{3}^hp!&F81~O-D9Qkk
zbM7<t%7^m}tFNe{O~4}CRyl*k&TKyVx-0KCERU$7b*%$knmpBF3#`N`spW6mbluH{
zHAYm?9Q^6~2P!38fQ|J1t^anYS}(=0CP(9<4wv_TKeqCkyz30>8c{`$NOXjA`P*?H
zy|DSt=L~DAsKPfkDp=n5O|9>I8wur}ZFpJBM}NPOn8LL!a&?J9nniHBbJ6L}l;i5L
z>kmxW@J0qfa_wUoxlwmPoUr&e720sL_}A+SJY^>smM?nviY-<ht2KSu1gweF=qhTq
z(w6qE(D;%p!}3Q{NE|z0MxGG+&xoz#!Nn|^LT?t#{ijA%%+}1T-#3>1V51>pYBjp*
z@bXTZ?n@u4h;3^|bVt=cU)p=m8l;EowsT9fmVaatbxJrg>L53NYMy20=0_`Vn)YfK
ztxlZ@?oNY^hEhmD;Ay^8K?Y6dOljTjMet=%RMEpw!L2uh0>35>hd(ASdKls)1bTHI
zdi}FY%iL~Qv!kmhGwqop8QWsEt~9Lq(H*Jt)cdXOyXMNz!MfKMS*3rg8_zGOnPgZL
zwGko0)j77wAK$fazH5eI-5{zYs*S+k<l3vs<wJ$P;+viW|JpNwsP5JvNq2-NFqmwn
zWpisL2jEiFlm_XWdjIpG=KNefFk0A0o|~fs`_w&*U~=}%JYQNdjtO}$fUyQ|v|Kx6
zfFYy$^n8h6C<IQX+*xn?rcEHgtzw(gj3M*Zu|LY)`OCrBhYf3)ppj;b>aWxoch8Kf
z2HX0_&iIB6A26(&qbaS7^KY&j`RKcQhM}YADoP3L@Xh!Ber31<QUZVLATq>=${Yk7
zbr<Os!*u&>m*>OVxgq%?Ne_($xm1PTq7-~iOIL4#t|8D>o2^TTv5lT+(OUr5gvg3n
z%rwhTWcKWcr`s=jWfXDf|J0YQBD%F}y&CR#b@-?2GN7$o@#x&Q8a0P)`mShxQGz5c
z=fS|*ZLo0P&8vhd;RScLvpas6-TClVyl|GZ)_A9S<70*l*DIhZRM<B|a0d7M_0M0s
z7o_S)7)pj|Jx(BF!(seml1jzO@(7qN20L`urf;jvKZ0nGb<qr_0tv<JyyUTiG#p2N
znP}Gz0S$YsOQ<L3;YctN;+1CI|MJN4f5D%;CAuRONGi4uo;0hd;|yn~Xt5lRPK7$H
zK&jwIJ6)ZwA_E%jTaVj3R(p<fcqu{YfpZ&6DVOEjJF*6%^uCMB&uQ98`QtSdMI4E<
zbtZb`3KvzSOLP?#iF)YK>DP@NaT9bTQANuWF%aavSYNa3^06D2DIc-MMcz%bBkYcN
zte1);u~6K0c%(Nbkp@kL{e}%>TazhCHI`4!Rjw9|i(~|6Zl@AVR<=K|(DknYD{87~
z6B%K|A&#S`NF_$FM`eW3bP#lQWb%<|TZ*e<`)~?~4pgYiuyzda+a4=UP*YbCYZg2$
zZ@RkOJZkbq-RC@RH;-aORb>GBk61kJDs=@ensl<U!dp6vG`i<9KfP_=2?U17jNWc%
zk>WC$7e+dIbVp)DA9|G2)e1#(nVdaMx<k=b)QIGiTjA&`@;W5*x1NzP%|uL%ZTn56
zIikYWp}+O8W#7KOX4CyY8P<qs(n&^FVfNOj=qieIasgQs?ieuv3W{WXYg}{{IS>^F
zZzV-n5xlz%I<NiOk~J~9ih`nq#pLKJiltPQYoe>Dj#QPYC0Dt&<SO1Gt4IP_z9OqA
zTvDT}s0mQi^+#86(}hJ>QBV|h$y66HjczD2qN~V(sLLHzR&*8j1O%e1DE5}%teMeO
z+;bExvWgl}UddHv7g<G3z=`OkCVx=^UAhYNQd4VMZsgWk0Yys&0p)F^AaCD)&Z<U<
zhIKx=ia4s`RfL736Rz)R;b8brG%jk{U)VJAmfg=@ZCGWn7e`E^=*TJHtB5LvpewH*
zLAz@gePpl=^}>Xm=A9j|iaQsmIh8YKRV@-RHSO~XpA95iXf$oZlOJ`#>7qt7?&<(C
zyCQpR`b^k58Ve%n;mHk$DRV8Ua}h+6YstPigN(h6qtR6(lIsFQ8Wl~X$a7Vcxz>KW
zBPtP+1@}B2-zZu=QynW(E-ai*kd?yP@|MSKd=jeyw`E^GaA&pE0q#60!O?7=7AQjj
zy*^S33?&&sni5V`Hf&sqrr0;z5gd<kxjheR{8DCFi^cf$Vv-!B_H!Umg8yG3ke%y8
zVqNa}D4~Bj@oo#2>R&E=t9dm0$i`Y!UK`DXO0Xy>q+Lhwsetl^hg~^!Kt})h*U&kv
zgg8BQ?_AvoFL01quMz<o9*ciZ-_yS9tD}{TiBp9Nr4^{#xYEX?XF^OC6ylY;PStPO
z1P1Hn(PI$P2t}~!h87vu8OJ?VRx~99r(@lpJiYR(RTC3%*pG&y=&8iL%Q&N|NGWM8
zitb1WM_Jcxzfp55svsksZNG^g^h@%2#rHhY2*N2%g{|BnCTr4PzxN%LzC{^967j3h
z&(s<Fwl_DgY;$UgA#d0b?ZrvWy%a8umWOIzk%m|6PC+`2t`rjXP0Y_cR!0G)kSa1h
z1$_2Do%iVh9sambDWr#-N%U31#k0cg7`{w~OsuXzKRqfjmAG&(P5#odpyx@xl4NV0
z{IQ^f;-!2M$S{T{ei30*jAU1=C6uIBDQooq^pZ?o4#hGRO=8L2TKL#^7d34J_r337
zM{6v7`r+X|ZVaKTMPUm?s7gQb%25!D2e)o!Uk;lH6|C|33n|a1<r(aw?{_@**`oRC
zDpQ!0XxvYO<1NEGJz&y{3dJ;|OEc7)H43a~jV69{cJs&LPiG#D-)OK`nvYy@`<QL2
z8`H#+4%Om;v*K9^v00%vedVc2g}1ilSDkLK(@igY)~rh|q^5Yd<fT}2RuSDs2w4@@
zD5m9rN50(f2`=fIRIvT+>MmHb^ihNL=`iz+4h^3oYMreupDxEm6p>@m6E<i}yocB@
zU16{$U}$Vx@_Q4Srr=@vXL09X{B5avI30lzo;BxG%LoK!AR%D51GSq>?NZu4u&ef}
zwg#(Q=C=OxI&(*!E8Y)UhaGflUpu8|MFc+lxeYz%@&#U&JH1)e-G5cobG{f|hAQ`?
z0LM8w7ESpv41yQz8N(R3wEO^ER;^HT&8V-h;>hdQeVV%-<5ABAW%=gdS)bxSNj3<R
ziX-U|gh!a(q|g(3H=7ps^6_B?TYGTJC+*7nV2K+;EaRMXR~-eLb|lG}lw2R6JA(Ik
z!M<qO?(uy_rol$Mc(lx+-1qtD#sj#OM1^3M@TD{*X*4CT-&Mc!liU8rsd`PVK3|^l
zAudAP0wl4E_c-`W;u<5}mGF`z1d^}SL2p#Bm3snJE~}SjuuieV6CawkTedc@h#?$#
zV?vQ$@zA#bh1_UkuwK@;tAC$@7-0J`7yXp|skDFg^)jzA*bnmu*KRoE88x+*pN5f+
z0>jpbG+eXD+j@8o9)GDk*!%Or-TW;hzWnJTbf}sf2gQT~mj`QN1XQr`sRQ@6nK;8>
zJ%7mF@yGg|a&3jzQahWI%^(t7qFHO)h~ovz>wE6KrGF+GY<g<X+S~iD)A(f&ex|@r
zcXQdW1&^|VNd}wz#rdSzf9Q6fJ?3KS$Qie05X?*gQ{ymt``nI~Tn<K#`QrVJk6*t|
z!_-f-^ttZ*S3RbB4E9^Kq^ZBOTq}oX_QyjQp@wRmdXehWI|RfTf^?aDnbATQtG#jS
zcTUf12-n<0wXTX8^VYR$tl`HaXyi)?;-(;70p$e~-qmIX8^34JhtF7@)ts11!5va=
zJqZ}X<ShbKaf!F@Lyen1v$vLE(XCL3HjT=erSIqd-Ljs+cFgK&Tysksg$kFW)>uIz
zz0hv|I=|!FdDr6cp}X2mDZg=v7F0(`?pEb@EbM1$oE%!`Kz{!}KETDvX6+7kD|cg_
zVLb~pBbfNi*?+%%e9TaTeNyH?xyma78WjR<SppUEmYP(shs%7{e89(j4Q3o-?=<^*
zHm3%Dz*9g}|5X9MnEH|%Ogf2%>Ui<C4zA}?T%&%-$g#+_T=#U<`%mJYZ10MVYA5`R
zo7e6!xaz1r_$)pQ#IVZr!rgHCi+)$v1lQkGw|xBl1I85w(^W^oq}jCSvVR23w|Cz?
zbk#gKI-YAkG<oW$^gfS^)~-4VCcRo^Z713}@oaeOTSu#Q8)UF@e`g)qTzySpFkN*N
zOnO+!dRf4v_mjjUN*}#hdF11HBMg?4UG9zkH;&h=^bPI8uZa08roMtd98$!-!tS80
zI99|McA|(F;EYug$#bqc3Z{O-EY@0wW*jhEvFPu{y(eLx**|~8@qJzC{_oQoCa>tO
zqhQjbUe<F|-$~nDv*M~8Z;)ZImYcup+w!#?fVoM-6#csDD44$yOuh-lniGk(RIu}p
z)@}60{#J(im}li;60qKisiR<4q`jsZX$d6VX+cCF%zBLK-g{$3gUOG1_7=w%k`)vk
zX(pG|RDIP^HR_1Jaz@93h)(hzYh3Y(mmn~jPpY%_p1F?{#&NDX3NY=K79&KQl+G{v
zK*L@kyp`4efH8CG^LG{o(^W^o)G{{K@zmNSaqrYk`4N|}g^#%*U<yhXS4Y9Ti|~Ae
zbA+S**!MOp>sbb_?J_UlT(f$@YQRK265Lw0yXq*I`guG%`2sa!KaD7Vf9hx0a~AG8
z|HoI4EdWfxxdJ9nuH~wuVD2J31()%Ir#OA8gS+_nj6dy0I)ZsUt>6{{=Xm^6M12MS
z4ZxT06~Z}*_-3JB@E~*Sfr$iz3T0zeS%c<D-F+{?sL3}V2M7?Yn8peLYHZEr4CAP;
zj2AKtOL4j;h|^803^tN7a$$T-xK%^WF}x$0nkU|Ja0I2v<DPoqLg7UXt$6}3t*1-N
z1CtRBiU{9QN0kr=iiDhAF9u&sBh?8tvKB;lqOL88fR&#-^Q>KBMm0=V9R;&Galm@2
zAM4;4LC_U4f%yu+w7D>zW|#{5Nb0DgVA5I0nk4X~<BvE4r4Ok1_?TVsIDV{4NvLpd
zQ12ssP(M`H)>Qesq#z1cPC%Gq0H_WLfVGf!XkJdLDiy43)y<Q?o`zTY1||2I$DYf>
zQWAtIu8x99PXvn1&6!|i;+_7c*RO&)d-dH5Cdd5y0$|Rjew_(MTy+#oz1*BIbB@;e
zX|~bbVEL3Tr}m40=}KDSs-s};COnhH*srFIg$nz0Q`t}-v?BCbuXR8BMc8(f{3koD
zUCTgv%XVZbz*ow2SaySS;4226>R%tlV;%bHceUTE=KmcB<*ck_yL&DlfH7rpIu%z(
z!PJUHtm8Gu-B)%`f1xkb{;AW0<3~@Q2AK9yLMtDxItu3ZL?<rlVoiPAdOvaMcl&DI
zZm{`(o&0!quTKEe=8=zqu1N)3d*dJ8{c~X|`7GG<=I?tvPe+NG^y?=`0f6(U{q$-!
zo%LD~_ff&lE%rT~o^%7=h<s+^x7Sa2SF6cg=>$@_AKnqL%`y&}hzv7OUiZFn>s9M!
z_tA@_F14ykJAI~F8~S|UYNy6c?JUw3vA}hGLBi1n`|-Os>OJY3t7utV9R-ulP*!#{
zOqs8WP1{yw#pj>HIATqtI?grRXHL%RsW&4n(zXxYx@zyU2t2)7RME0ZSQEd(b)8E+
zf8N#d5+a=YmLYd%@u)gyG(8P4R6855H}HJKco$v7-eK%IJ~rl&CsRiZ#>rniXI+-l
zco|xThd{1{Y6Sg0D-{n2(;Mw@a764(BAObP#2Z(gP;=BTe^H_~*JU(%i<IBMHm}24
z#M`n+Vw~wq^=ovTo1I8Wf&>#nMLEi|Y7sit%~Y&F5wWw1y#&!u2g-ceX3RezbHvha
z=`!Q+r)g7zoikyU%7Youxf2SrDPjx0yzpvh%fwT#WIDt|yb=?*iwZl45EJx5ZqO+w
z92<wUys=5QY}&l+SxOz@faiXZ+G{6bfD%jBSm@?rB!VIi7t~o}oEUh+yVE!~xF}A@
zVT8E2GL5FNqSu@4pN)OhsgVfZ1g?R}NMg{<9iT2bCYX%p1HHY;G)sv$Lsfwx?84A^
zto#THD*v2t{_HLE1wjqf^36tqDW2iMi$^GZIb{6}^Ii2GnrY|cNbN*Lm|$|+ppw}U
z7+J3B%1SO#qV>88^}{dGrtMM-l~Y1~kanW?h(<0(G6S6va+n=CL9(%}4~X1()T_y}
zGuplCcu=W>+Q&U8qc)c26*MYd-x*l!sxL?7s2}SHL>3J5hkOzJ3@N+ryEF3n0}$UN
zw@@gCMh5C@IV9qTzLszM@u$n{(zyOaA@S7ekaGG<M~-zr>H%T_5uXZM6-IQku;2c|
zS2`z^K`2xZi!4G;@B3l@ZyBACVDOo-HNTG;fn<Q7mY$<dYJt*o0(dinFHCIZUd)wu
z_?UsXmlv^8?<3r)U_x8O6(eyUxK`v!?HmDEtb2kv0s6x5F_Xpn(GigK4F6$zSL`~4
zOY$-=j+(I%G)y{2l4%r&Rfh_%9D4F&p0!@kFOld+g}n?A5h3dk;Jax=v_!>%aBH#f
zX-W^>JnJR_GoD~lVRNmcjzab{cJWYUAUhku@%*uD-AX!ol@)oOj8ZM84j{X8WcX52
zNyZTMLUAx8=2G$ip`0Oxbr9kC1WlL7Cy10t@`D)RWwZ)Yj8>=`&2*BTk0yfY#QNDF
zQ|@gb`Q&mvh`b0~fVL!X6$im#gcrX6N#{3~F)`{$2MnGBZsEJANz8b^FBA1CpP5K%
zro3eG!>(^urNLGj&+n1*HhR&y4j!^iTi#|ka@8`6w;>?nu{0U{qRyOXbAf)Px5Psg
z#_}7gz)ast5xdk=`t=ylWN7iu!oovB<P|(v$%Dzh9G=;m#9pYzSo;;JMEsI4a1gpb
z2yA$voO$YFQ+exBv<mkigsbzZl#d#rq1If~c~X9$A-(@?-a&m<A4{($TZ1$G^o9)@
zYF-q3-#VECbsd*HkI~AhM8#?p;I=fv@Fje+SKGDhRsDg1P(wRa8qn)@sM_dBi=9hd
zTZ3{HdHEyrX(AJ%*NeR(oI+q<A+Y&%x(x}<2iRRF4s2<<<61*zYt@*#R+f8V$*2G}
zVq5PA|Ni{E8caBw=vN8bG!8O+#cC!|Sr5KxR%u~g)z(l>ub@#osigWA*+fpMU|5Zw
zlsxtt_!IgcUjstQw?Y4am`DSrLcNZl@^*J9AF9+3iyWG(N6e3_joL_Ljvee@t_4f}
zi(;=@iiL!S4y3QpYA=SX*P0m13m(?{jvt>`^+LHqW<zc6BKG~4LUQK{`GVKpM54aa
zdNwGG56UmD`a#@hr}~B69!i<HurGL)3RWp$=#x`E@xhtU<hRx@w1v4Vg3;Uxqhd6?
zxM{-$j}-@z1Uj*Lm=XgJKDhA8pKMe3SP$bDb0`iqtV8QhhcsT?$zTV|PG~pjygzEc
zjdwA=mjpN!Q1S)ak$R;0PRKqa023ydmIkoV3#mgf@Z|6~nzW8q0ZVHyts~)8hr{TV
z8F>e0Y)y;YyNd%FF?J%{3>=HY<ab~%-Ed^b^=sjyZnf^2pGHhejl{IrnUGKk%l?Gr
zKEhJnUY++){(){I%W>7cUbL7E@Li`1wHiSj>fFHPUZ*!baK|S!m$WNkF0ng%;ph%n
zxk%8AMIW)8U9E`|sI~Pu75k%mQwh&{-k$OJ%AI8(B3^`CjezN@BVn4Pt>Ao4C_!Dw
z;)joxG%70C3|x3<Xu;6mEI#q?CH1=zpSy4M<D@3T>VllHpq-u}xa9#AcnkzOyiiA1
z_GJ1kd)h3hNt5*zYMTF2^=e)~;_-1oZd}v?N#Kv<FN>C6_`6nPdOtw48wYJi*cM~L
zD+ujx0f_D2JEh97bGRFF!)q_ySoxnzh|xZz4W~QUCRB^a4?&B(LCCEX!~;OU@d;{7
z1)F;KhP<2Nk@MrhKOWlD>g8(O0z&jRccQQjnc-WgKIKqmx4rVgzBSX&W0SH!=2_q1
z?|{iuEEir!(f>zO4OJFv8Uhx4)RG`m!4kI?-23C#(4r+Kpg!jW^B3NVAJ6<V{B*J_
zrj_c8T3Lq(H)k)xoKVYPA0F=Y_^&Tr!es{^FY$);1=V-Lchy($%aiI^0o3(p&x%+O
zD%eL1<QVL-uG`$MItpwT0$V9PD9;(@mG}cM*vYYhN0z;JrNP2CeKB^=kwoymFw7KJ
z2Y}s|dA%utK(4ZYa7{2&7em1_PU%R`;7^lhVGOK*W{3)VJ4MP#c@=M-wN}t8p6XDc
zt}v+&dBRGhDpc6Nd@S{xkNIZAr=V*L#$Hnke~QuJYm`7o!IuZ=dDaI-;vnk~4P54k
z>|ENP>0o~epd&9dEtHf%Zbs0bgHQo;XB;g86s&wgo21R*F$T*XezpHZ!Zm#V3!_&q
zLPN1;kb(<h%zuDBFIaw~8fDTe!9v)!$8Xm2ZF<p?qy}MfScYOn%uS5>a%D82f(?1D
zS<-Aj{PiM}TM}P}ybBV8p-N;eOU3B{3LtjmGS=_-D_ePR;bmVv1704u`m?8=dRio*
zr$%NYY7~dvj-NMYc+>p;9I&-kE0mK&o)>Hc&6&JAG|VLGpv`yG9TiMv)!CNo={Mqz
zvNWhCNzVL2a;8c;VlxK$AQ~xQn?7KugQnaMt<BN$TH?TDd>{aG+wBaHCKRVFg*Hlh
z;})k1WDk?l2m;%c>MfWbgrH3~8O`;LGy&CMp`GK+N#&`}BIqKcB-QbW)}@+i>sL?*
ztf43R`(G0(y>st%21^|L^VfU3k^AB=suRN#(u=J0ee;jKF?~7GLb0Y_ji@}kI?;^}
zuP>AtXIgO?3(lP^;HTrnPgJnub$4~!nSySr-ZlE&1E+I2d(c)A9!=wkv%@XKk(A<G
z^f5}T0bDwlAM-FGwc4yB0$aVngf@wATls<N)Du4(6jdEZb5Z?0vQ6^pSU6?e)eAY)
ziLI>y?V2uRl$tF+Z0P3nLaPfk7s1c+gJv%Zd8g_kWB%<!={`v6qJ@dfAtpH@Jc>vk
z!=o?pph8Q`6&37E^P7La?&oC&d-v+Bf4q4JeA*;f$Q%SRhMJI^!CDauj0ebM^Cu9^
z)JV-pU96DFwIyfixl*yl@{SzX-*pN>clO&cCdJK%VrZd)LAm9R3btj+C*$JM%j3kC
zzj;vhvL-5ZqwYz}8?M?(D-FiPdH4$A;qu;eia^!;8Z+gkC0PZj*vm&xZW<gkhcq8v
zeJs2&!Vwl@{#g|yqk<*8`{@(2`XMZEcl!r>*IjdiS|NkUc~gxL_6D-$ve4~1RKEGS
zTaB3pd+hGR>G6keR_&(nc4<&Hz3DL31jrn0-a;EG73`ku<eFc%8wY36obJz!@Xt`~
z#*)CPL4g|H?4a#4B5{^T%uI#-q8rlw3EH0`-RwNb8lI0|L-oA$rb2#h2Cx;Ovh?_L
zgoF_XI>f45i|d^{+~$PGI)~<{qKU0?Fi2ucmb2=Ra!`eDAF#vEqEM2WV=*c!SZu53
z@@KzxH%9gI@I$_%4?q?j<Deb#YS);=ybfsyIqUz<`Crc;ql+p+ypc9z#h?J8sw4m;
z6)d*eH}Ajw?`;NqB<qe1{|;DfSicE~dgt2EbEfs$Ak0C`gm2&ZzIUF4Xubi~5*wE-
zws{v+ux{7h^mz*(988&)u6(2Oisnk3Sz2m1*Qq+tOPN&2I(5}iL^}?YtrLWItYgQG
z`SuBK_bN*bmcFyr%TxckgDZl3kKRu+S&6cx@o1eGlZ=eKV2eLnT+#O~0y*1Mnmpi<
zhbdd7*w??MHWe|~c9S=-C7M*QeWxo=TIqpf^4o+v@9MmMiDAWZDi=22GBN_o*p+3M
zWd<n!GLMT5Rq&eh{}Egx%uV1-k*wqdSF8BeRf`XZa}6xRpu%4?ASzg;mOE~~>)a@V
zt=ZS(gM+KHxv=7!I$iXV26Vlfi>>-k4--B%p3#{v>}#ul0M*m2K$d=lC&r{l8hF88
zkIDY_gCukmzu@1M)f!}L1*Z|}SdCEtF->U^#|A6Z+07&7Z<xIZ%uF6zj94S1(w0g6
z2h2>~!7!N$B<^}yDHEhHA@O4s$Ng547EMT6Aay^YyCIH6v^(}w9}lK-j^xNkS#!EH
z1ZGbM=WOk8#Ue1g+jZfyn9K`c-Ukus#zt&W&v}@*V|SQO7wuK1-U^*-KpE8JK2*pW
zaMe+3pa~JVsUWiE&80{Ft@=_BTBm=&xE|9R-2fsF2I(T$O6`#{dyUnW&x2!by}h14
z@>Eaw{1<M0Y{;Ni3zRrr2H_s63>%5x%7p-jXxR_0;stxE|Al9!Z0=~VT;GNUJI?v3
z5eZVUF4{z+p~xj|gfuixF3P?nG>2G+f-58iOl$H(kxMJV@+VbCk}G@y-G?f|who>k
zbxJdlXajxc*n|mJ$4qGhk~I^2Sxg;;t5#c_FxA-PE~{|WFkN*du3XMq4f)hsTEtd6
z+&Dd>Usw3>=QcUDzX@VHKwo|~s0Jd3D&oXqi)G!1+-_LT*k@WUeIL0qT)OPD*AAJ~
z`Z|QHJl<mqrHV1Eze%t<jcF>E%#f!BtU3A>s&o_tDxg(K1yd<`g!}FsIp{Akl}p6)
zc=nBqFz(FQTaFjG27wi~AyL7qecyk}H`^{TSlJgJ9Ujc<s<s@H-nx<eqYpb$qp}k!
ze5qB#V(O?lAsSnBl8@jW=@76_z$XCnIdmSe++1}O%ti#0+?o+ERa&^jJ-rv!se(8O
z_x|FlqhOLoYE_8FQ=AlF4qbJQHE0%U1(-G?XkKyEA((tUk}b>%aXiE8Y09qvd^Vwy
zv3F;nCeph+bn9aUuOVgz_4zS`^DG&LBIqC$esyfIDhe*rYO9cT$QviG0D!}Z@aCr|
zLiJN|h{an?Y5sH{5({x#8|{8hMN8-mxF#+>4wKuhgzO>qeKh3rvnUr=IG0AqBfFeh
zqL31sWjc;8=~PskP&+`V)#j##EMIB{e8FCRa};Q4xg^B^`>ss)?_M9nH!AMb?g@ng
zhduusBm=|H&_0tic|9x2IU-X5x|1{s)NsBNw(f(Zz+MKdgklkkH?HzvAq?M2<1%RG
zly^H+^OMSxPj%NThs>DP*C@b|iBz8oJ8}ch_=tOezmsp@`itcL^Q2wZ=VqqB9Mc~}
zsLd?X3S_%HVPX+%m-B*zCk><5iJ;M|(ujly18pf&2r)$61A2!gRtm+ylt^}-VRx4;
z!wc3arF)atMr<(HfbD^Am%jBBmzg!tb2tM73st3X75gPlY-Po?Q){6rbregcX7m*H
z5siitO+{c5o(~kL#bJdFz~3XdKv_lPmIE@9cOkrukg14VPZR<eG5yMeD0YhtG`GCT
zo7AKNZqb1FXwe;g@j^)=<ruPCm_sn^P^DlXlj}nfZPX(PB4=|MrOI*Rk#$NiL^m2N
z6>P`!`R^y>LEEp;e?^C(FQj3xE-gbGh7kAD)4S-)PS<uUWM3(}CH(o+X>|?u$MM?^
z-*yeZ3&u}gj0P9y4f@jkWbu-QE6oThxAd8rJ%&!YzJuoAONbC6`o-Ktd_V;oxQOlF
z`uA$s)$9+FRa~|a<5&YxM9hDib#rdG`7hL$AF?`4zcqwc=kqQmU!a4GjPgUVOCPE)
zVu#H$b*q-)1$$w4{@w?gzW^K4KWh@^AN(5h8zfLDrjCNCeFm{+B}@%3SWo}8t9Bl_
z)L<honH1{(S%PN3Xfu8_gWdl#>rwu(PNbm`H(7~<ricLwQy`|5gg>xdcQ(K5q37xu
zYS*x<ho7M;wumgCZz_~|Nrh>HXq;C+bW|t60(vKQ)sPPJYZ>gCf96l!HldxK!-r5O
z6q}lffI!G0Ek)(!Y9;6(hup?N9zckf;mE;d(%Q6MBmQ-YV;3OM)@@Sf&sCVIq*T!{
zjr+bTNCncY8w1Ky!Ct)d$Bm~J;2q1wPk#S)|8g5ZdEzScsCPCg_u2A6ZPNB9^dQQ=
z39^J=CED20S9+vsuM~F<xcibHY_^keCI)s4vQAeZ6sTZ_+n-wYOkbez^tB7|Sk<GP
zmQ!f#^jJWsf*B+W2#8rg-BH1mOX`<|gbq`7w&UA3@8biYBOYJXrzOWMsGNWz!nQdc
z7ZIb?=qp3l+n;pIyP|n5jm~*=P3Cp7p~RZA&=W7%f<M21uJ6BaNT2wlL#^LeJ`Wnw
zi<TIqw(&Gwy6N@X_l!ee`MU7ey&FD(chE!?eJ1_Z-x#k5;px+dhE5;y<i8tq$6SM`
z2w}<nWlmjPXbSMh3;$zHzDLlZ(`rh{HlqkNe$&UBn}IK1PEKaNmzlXV31m)>r>a!g
zI)?)iEm=Mb?|=hCmA!=?*vnr!`|N}DCqoK;dwS>5=i&PXZ>Uqg)l!U6AMjoEiFx}(
z`*$NVtH5Rz%q5+gOkk-qoXM8M*U=~|^~>~SrKI_AbvYcM0ny`@`Y8|jrU#+M@JpDo
zLdhE}RJDluL;$L9Wm3@sjWFv=z>?y%*0!(gtX%0d-pYKq;jjvUe+FaL@57In^<wJK
za9!D$WzK{!-R7Y{RLnH_naoQ`KvKc-uiw&l=4!;o3+1v4(fO>)FU}u5Fk1l&>rz5D
zCcJ=#Y5{-t!qUv=W<P@cs!!(gqefayu!!AO9Y2D)Nb>xR7Kl<OryuTCz|Rw7Zl!@!
z!Gr^$F&^}+x#OLEvqiAAE3@}(pOsCq)})m#p>f4w6~pl>{~mE{P|Ah6^dgi0Xa;rF
zq4}8wM8i7>d{r-kfr-_l<L<=K0Er-Eh%4~{wX<eZF$YD&LU7fmIdi$|FlQJY4Q>(j
zUY%d}CUp!6iOHs=eKG^r-FC@aZ}q}auR+@Tzvl^e-F(9PW`Q?NzwnrV%<E%7W-8eD
z@XQWpUbw<wRoXqf^4ac_3=Ef=nM(+5v4Mq?0m7m`F!j#gu7%{Lzm!W4s&6f#VlfJ!
zrNMvm_gAeie`_k9j6O8uqmGqx_{!z*mtm4al?G+{g274H#GHGNH1??cauTPHi01@O
zW+HJd6|7E++tLQVi7S;kAG|T>l^dtf#=*PzoOdxMhm2c1GEZ;wIl14>d$%Sm1vx3h
zMz_r#tcFcDrR2W-F%6pvJ7XUrZe^-$*+qb=+k2Dt(0x&_`x{>`Edx(z&D{-h4z^Ix
zN#B*wTM~3C*v>}TyALl1GKtSVGA@VF3k_lb`KV5DL0G9ga>L9<S|J`cL18Q+mSxGh
zUw;@n1d8T0HS6A-bh?}B>n`0_n8)?3z#rIUJ%7$CXmuGLQrVI`EikU1>gy(|Zbt%a
zCpuGMD=fcwn0(7yPQ^DGx+8v2*mA?jyZx3`wt2-r=?KWDqA6{dRr;mD-y^P;#8_Ks
z2vpdcLPad~DqqG8IaWt8RrnpEkqEvq8vq|(*pVvbWXMW6#Z+Os@{5zE9jqc&%Phnm
zg5`^8PD`Ayv~H*34iw<w?!b%}_F;Um!QN?<Ut`&c(W*Osu(fC3yqxM&!OC};@Lc=#
zsDEqVz;6#cGg^_DHes4hJZ6=vV!ilu7SK4UustmMrLFlpetsk5!h30K(&=d{Uf7Br
zpr-er0u#iCnM!0qs-f}hi=XYe4X>v9_fdV}kf>zXSpm3<mQU7a_?7VFv1p3<=q{iR
zrB>>fICT|hJijD7t3j%#<sr*PDi5bNtJCCB!8X?WZtR&%#IcQ^aIE?5AK_hao7=-b
zQ^UGA&13~;!Gw{Q1A{bTRS{}}=_>|+n!bl=m}^mB`gHw<fxN56%|QUkmFv3>Z*svg
zeNO|QQ0&BPewC)U7P1Fk2f7(8L-g?}G)>bB&Sr04wqxn@2~etfBzNxk?g;o*EP7HJ
z6w@N7$NY(NzHivtU>`3Td*JPTln7m{jTwZtSb5>;G&>vc2WF1y-!yw)9fLJ`VR`V)
zjn~k+eg_DL{Y0kf198=b?v@OKL4|^w5~(2-%8AcJLjK=r4N^mE4VW|3U<kC_q<lo7
zW<`UDClFNFtA2&FBd?Gk%oaqk`lI{^%RskjMMDrre8e$#ntI14wfr$O*ggOqz8yuV
z>fi_)h}Mq8vmjX6D{8EtQSVuLQHwV-uZ=;oN)zyeq<!^u0tUlxgz0Az``@?I-_dA8
zgrcs@pSa;jwiy*j%cDdi4mDkQ&!nAMwyaJ^h}yE{VC1X8b2H+?l_rvCgz!@NAzQbk
z)^W0R5-#WXve55)z=;>O{R3tkc~whh0oI2hW#*gutMBr<+xRi`9|AxEGgM)e&%%W%
z0M#v|8;w;7{di({yGsgr#ZejPIt^-i^oO2Rh*D*UrN}aYNr4$`5Q6iB!7!0}qr&C}
z*!5(4yO}i>d>V=w4K4&Gmk^6lVbcSbNmi8|yzdEr7uk&&PgS;xb)o5~W<gp8Z183$
zR1Z}clb4&5SA@l9$Fw&lUpnm^u_ukg<aZUy58<yTYW$U9P2hi4Rj0=%Lgj|11AARt
zxqgHt|BR|lk4%JONBL5%KtuxtUS5Bb*rZc~$`l<m5K(6{A{q&viMab9hG0>ns#v5@
zFl94ME6Hk3p5r5*OU+^?n>>0cdN7XYdWqX|J{Wfgf<%!kpLg&$HK;NKuFm279(2TL
zl+rAwkjH%TRwQ>qRTHpyShnm;pMlk}vexnAmy|0guNY+?9}TTLbW@7aAEEjc2b$TX
zZ&H@lQRRu*J}ckVs7N9h)F>8fgvayhfhZHC{E%dxMh&V-QIJR}Dx3o<vZE~C(FAOu
zk+NM;Oqgf>Rm{1B8pMpm5jJ9Clo*zY5hY@`^7@G){6_POf-fE;j8QZ4Ag@2x7Zul0
zBpYw0`V~j`^C_t-P|~y#V|Mr`B}&gzlS&|Nnmr-9jS>+;$o;K`{XMm*<rT|if<Ksx
z+d*0UVyu?7;-t01!{qxMvcp;=zAA{er9+V}?}uV&MWcQJ2}mkzdopsR%I9EZ59CS+
zRU9g`cQh#lD^HY7p!k%M`$>NY#U?@5B4*KODXPg2i54BzLKQ%1C}*V`_^li(x_X7w
z8ih2$=CHBdtm_}Bp{M3sYEnLdM_uW07s>I5sd~9FkwY%BcAps3u0*?F5)9xGlr6GN
zBDJY2+YC=n$jc3gd#(`!lEh-dh{x|8b6K{4+Q%lP!q^qjVUaTV25L}k436rVzI=DP
zA`!ip+SPIF#!y|%bd!ge#uL*~QK*i_@!UYo8}a_qE*gk@*ZCmzLxuKiO{#I<@{xbH
zB$ccumK}GyBT>j$9N-fyRtQP3y9u9qWfCLQ#{8WGb)}KxCrY(dpEQLR4-YJ)cxr4&
z*j*D3ET9FzY86LJ4bF*Yub;jv_pbH?mI8yr51}A-z}7t8PusaBla$Ep+J@o5zh3_r
zi4NXoBejVgVo`1)r+iZLe`Mss2c~~gPIh9FPb^e#B66|eT!d)x(P%jdcYUHCYj*Ji
z2u3}c<4GT_4q*jj1a2e@$Bpuco)xN6qmT_dQqR=~LC+fMcpiEuU|LkzZ{Xo!fz5qm
zpC0*Cd-e3TKCX$404nF^4%v%0RlNW*l$1}|elo&8C)Lj_C}d+3w?V7R4Q((zY8WvF
ziMky!xShyNOPk*f3DuMhM+b6;1oF6SD4=0bVV|>MLX)W&?6%=6@N1}+Y#VemPNc?E
zXv4C+>?IptO^xfw#!30Od@{$4w`<bSygvb_z=u%9r2MQDxJxk9Ui3#QY;+MY@I{SD
zmByZFrCu}FNGZ?s_;ZyeKQN^h@e&0(g~>%2szI9b1iS(tgpV>SYI!R*lppdTbPZkn
z0$aNLkPo5XOv{rBCKUa%xN@Gmdg)g&y$!1xy2mi0p&%SU1YkC%^-ZkKZ3=YVRvril
zXW`pa_PIX?cfEYpGc9BjliT#-xT1%3=tmYNz9s3-1bZOa^koCdL2-tBwbYsUJc>}&
zk%2&t?og9jJ$crp_klT|G~@O(-i)kup_&Q7{Or`owwm*mBP(ir<{Lz%o#0K7qkzUn
zg`y=(={B*;rJKsDu??dQ3JN1aD-ggyI*nE_1ot4UO_)a!-fF*9qG_fc|Jb*`>AZ3E
zI}j_>!Jxz3-BWQ09@EX^TWdU_LWQm4LyC&S;Bi_@)I=O}s!j;Z@Mo*jr5=G=>cYiT
zN%mxZL^O`|ju*#ZjlF1qFz0u_OZg?KdrcZL@8?@IkjBkuv@lpXYKay%x5kb{pa#hV
zZ4DKsBE&}gwPZ~2_e<))8wS7;OejW(SLZ*kbYbKx+5F0X0%#EKi~<*>`SoG6p!@(L
zNq~CaOJoaZV^{-F6;-s>DCFsGsAX;Yoxh`Y1sYd98q#Fqnksaed1SyRQfq2cui_VB
zfZ+^4t-|*bDmAtFM77nFR2Q7~{dPynqQp9~$M7%I7Pp{NXZV=zG!cJ|l3tE=L7kc_
zQG}|Hp02vntyCoZnkx6)KKv**vhY@qQmeQjcA6N~Qg60m9U?P(t8S+PPjpa-njcfk
zYGZLD%A8Y3J9$@y4SDOiMU5*d;+Qpvq}2vx1fYbfc6t#CRw?i(o0L5j;&wnaVVhCy
zG(m-qgt#5aqn7>fPBc3@PSOB941^6IAevX0IDWWL2{d0Q)1`Rlx~d@`+0m3$0%z~8
zZFkf?#)aZlfM>QR`os=JmI?A}4#fY7TaV)4i%^b@eX4KqY>%f!#~XY{#-NIH@<Uc7
zG|`BQA;Cl@c8T*I_xm~ujb>%)KiqF$V}kk{_4yHzyKbToMWl!zt})d=3X!`JUC0%x
zma1hxJ)()B7Kz*{&_!?Buqml;sKR*uKplW;+6V_1vLOB3q{;iSbDFB>F$##CsnA=a
zaEkJMk0=*TpgF1LrKLB?Zxvxui=0bpXB{BnTTwUB%T+zr@f%~ypE_Gxy~cW++EJnQ
z8rJ3Iy%X<C^%&L;j16Pbd?q~o`|ud(;7_vu?8+m&FGbt%3_`eak|XDVW@;t0M075{
z8b*!GO?)w^MoE0)4+4_Vs0CBM2YGl~<-?V)gr?g8t$>dPt*VIZS!LDhu)2z1p93B?
z;<NPAMw58;IxNpPLWS*$gg1tsQEQRYTD=adaS<W}?uMyVpZ)klvpzWN?C|0p<wfM1
z;Ia+Q%4DxUGd&$fW>Oc$<~Dfb5E7daT%`C;et_?K0%?nz0cvrHpElk<GtY!SKqQUO
zOskIcLXIInKvzLQ&831oP<X|eyo`F&R#Q+AIRv4!|CN_Mx~CznuHJ-#xWX+qok)c-
zo+gnBwW8F=CcE)5t|#!#8A?9wgc>QqF|WxT{WaRruSAdG*8x&kb$JUtQb8S<7Nq~p
z>LW&~harF>B2<Kv(e_=+cuor2;adGj!Z~KFxcjI(S5jMk0NrFlcM_o+mx#OxdD%1k
zX~VOlEwoCu$q&0FcRYn^Pfi*Nsf=*aVD2zqcAB_7SwOU<LOnUdQW}3h?A%;#Q=op$
zTWDd$k@O%4N&H>jh;=Lw{mjF}lk!byN_k6u2fG$5!!y955sh`X>KddJyYkWC&j~Xs
zY#kZ;^h?)QJ^y>1-bCx}#V;52m@V9Xu<7FLhlOEYh2h}h6m9GYsj2WT1gx<ZEDKgH
z-SpNQwMzB0=lxH2u3ybh-@RjOCX^4`d_ee7VLxO3yNB)B+3%KrPxhekPeWHc(|oA<
zun7~!4wmOR^rQDLLAW11?DaK&9PZh#J!vk~Fnk(dL$wF`_*%q#!K5coPw~_(6@}U&
zsI}RPhFJ|();!z}v#=gWZ$3!vsIb=#rb}EBZ6?t*AEI_Ov7coG(s0~M$jl7P=4~})
zBv0DgCuKL|7@PfxNt)X1<xd;$%VvJSNJ3H{gn0Q<xFFKYM;@M(S4P5lj^I@Fjz@O2
z{DgFh_i#>(GFPm4)OR>}K%7FIBD+I%C>;>Zwct@nu|yg<73z4*#Eb3RC&4L34%kq|
zgcKx>;5}+YRgdE4BGl+>K_wuip(=$?>aG~eb*L2Xjy_=^$HJL7ek7V`+kwco0NX)M
z@BV!zJXFK5yaFmYt1T+*Z3I~fg+;6<4K)LmtPG-1ZLhGq24<N4VYqsYZ5<tGwAH=7
z_Sf9^QF*hBYRz?+I*!)RHF98DFKnNH0F+vr-Ff&m8d992`BglML=!`b9@{*-o6edX
z?M_7EINJp|Fc0D6MCovEnw(KF7_d}@*ez?{dgbrxgCxo(x93(Elxd0$Nn55wUpPYT
zxjU}w&MjnK;eDAW0goI2!Q4Ver}SHy>P)`Etw9U=VV4pQdyuMrwnr&N4sFA@2%hVw
za4VsDw!tVdKk+nJDzw!_MkLwKD}}vOWjxX2-(^OAToYuIess~JpKkho9MNMsvDFAv
z!7{~70~3bfTx<xiXwW**dx+Yq<p*XVlbB~PQKp9QBYP3oEoGl>Dpt5d8$`FfX@K~y
zMh0g#XHz{WHTU&#+qCBHit1f*trd!!00>B)dfOvgS3iA)VO;{Sz+E3)<$VHXtgYSZ
zwRh@~P|ODI<~kIi8iO(e$n?X8W1-Sp$7otWB%{LSxsN?;Q^F4!U-oH0B;!qwQB(5o
z`R!D75!4d=aKCi5-cNkQo3*4NSNC#ZrW<NCScQ{{TSiq?fBlHrtB*9Z5I~fstOZ*0
zRpL*2U**$TYiKM~*irI_J@yL^^$aV3K>%-Upi$1}@>~61q$JlTO3gwg+k9pVV>HoT
zVtKR9w)gU#Z3Xq&hA&TS)me0EQb&J1b1H0J9zZ}OYH7~r)56&i&2m-Kg9Mfe^-wI6
z2^!=pV0zL8>p-vWG5)I58pE2=Q0CB3NSC#yfom}gG9L3nxqMi+RR8Ty9%~E2mwI{T
z;fkOa27&BcTAsu=Ffie73G^rQqS;9<9(%R!AXzq#kXlbeuIW{+)R^f9{wq6{e)Pu2
z&*NxX_r#3&%5QKk=52YB{wlg{M2}M3D!Gdu7XoH@AfZ`FOS5oWqD3a?Vu$Pf>S3c_
zxO4I?-cH1X)W)RP`B0o}qqs1hT2kRwAgt@rE&?HSB$6390Gyub2$Mv^(!lZBDGRja
zP3)W4;e^SE^Co}aBMEEDngPTi{JRn=GieY)6}f=-bz6*>8?1u|A{Pl%qOpw#h$!jF
zJpJUmeQl4sHL!nCFekEfP^1&1jZ=$1c`$PBUzEjPRI%l_uCA<XQd)yPD}Xsy3`4a!
zV~_&i)c^F5Ty}fxG9|pX=opg78cR%^NOZJuE1+*Gm`WtPu6mW#(|+Q1jN5>lxGrBU
z(VvpX5_n2uA_0d%h2EQF0%z+*A){}ifl;CJvs`m+|8Fm!Xb{hF(A{wF%6b=!R|ruf
z10s0!H+d3-K_C#e%wS=TYq1@zmUhq8B%68DE2@A2V<rnnceG@6<OG%VFQ*H_F@tcK
zGXgc2?B8U=zl!R|jz@}L%6b`3RHedJSYbdC>BM-X3P<QCYEW%lUO<R^>``c^_X>5U
zlphkYYDh$Y{E%d9B^SJkdD2WK*3vF%=q^LTk$1TjO|4G_wKaxCl5A)VRHrb*hye)-
zL<XO5=s%!(sLCi`ZfeF5WUY*}qZQd|Turo!8H`A^()DtN>ems&7nv#tXCs3;cVTD}
zC{ZkS&eMtw?ncIeQ1ygdh&NC?DHl6XM88E6V>30ZnvgpZeg${4B8T@rHLEfNdD-Y}
zG%zyvbCI1L=dEDiO+~&d(Mpfa#e$MErq@Pa73d_E9obKj*xgMn;=DpP%=GiQ133za
zd#O-TjlH@#uI{G?%c_N2t`3cBir)&1u|@^BPeiv8{Xz6fQ;Nj!GHO*GvEC6hFA}}k
zRJ}sd3^Qi}IbjRwK+d!5-~zR%2(<)P3nC+0#4>_RkwR29`J*nH#Boy)yjm2p&z0kN
zwStR8?*g@?RJSSMiPDW|dp$I%l$4jl7jE%w<ONwR6O=ZVHaNrk+3;4hushKH$S+4#
z<BJ0OH#B{c(0T+?gxJ%$%_Ea}>MAM&g>ZtxmPs+7fI^^o!47n3@>Gj0h?nmX+p0$Q
zUj|U`lsJ~V8$)qwr$I_TzWDWYDS;$ERH*J4w5NAWkl~&}=3~RR5!vsF0qY&=R_B>c
zPsHF_w*4{BS{l7khy~<0e7FO8MJ5h_ksqpWI?0QO-dG+sU_O99utROH>0kd&+^%W(
zS?y)XF^g5?GY>1a)^ikiRo=*5U%@9ot91j_FZAx82)>We@HIY81w(ndWPJtyBZANG
zS;U%jm68|i)nx}?yyXF0pB#4JK&bOq*CNPyoxr)6Itu2~1oIJ&vm?~{t-n?$OsO=~
zVC`eu9XpnX$3Ct5Fhvmo->y0e=H~=+nV^FXw7&mX;%~QgMUsuW=jzS>v8AP8I)brX
zbrj4h#P$3}N32D6(s;r4ZaYN}eH!e8_9yFpFb&VFfknwyV=bWKdcq;5xcUlySHMIn
z8?S#RzkIb9LolgeY3&-k+UO2k<d92np0$vJ<v$luM}h4_V8QNm<BqfY7Gn1YiQT0i
zm~CI2`;56!+}`83KR~!Y$U6!5r1}q2ed)xu6=ozGridgAPn!#s4@f2^v8iDaLs;~F
z6srG1)T2V{e==Dws`D!;<WoI+i6f&sh5n12?$GBWvbYzrOUX4F0j-5Aaji<sOSGXJ
zxJ_xOR4C87t!e(HZZVkp9#AYd{R;c9eC5}^GVv>tSuE$|E3S^3BeGlAtQBrRI8dk-
z6DEoV27B=u-`b5IcLuwXDGGSTQynVwxm8H4KRwok=qe%x7q(P^;}0Gg%B7(wQ=Gh=
zBSWlo6?KXbr>r9$>&obkl-o<*g_2<>iG(f{Dzmdn^CQDfbVtf!CWA?2$b_C}b&K}Z
zRrhz?u>G*d8X$1dRTLk}^iR^ksXLPJnX>9H5Kwd#WxbH8XQe|<R}tC(f_>yhX<Zo;
zHAm{4Ddg&R9%;+dP?Wb#rlF8enI{4zK{^%JAU%=R3<!q^W>7u>k;WL03DXt7h$^Zh
zIU>b_t4U5&p^R;5h`)k95^Hva?#>IA|I(&j*Ia|^!{-iFJhQNcmtS}$NnsXHGvpA)
zs-(bFy0lbWJJsDf&GL>LQr5Umm#laf4{y$RJfY*M-_ybJck*RaTpb0IQf8B=!&5ey
zB<dX2Y{}Tl>o?D$n<Jo&K9{LAEV6lFo>D{=tqrMQ9l>A736vwM9He=o!gjX7sv;MP
zLXSvgJx2ANq}@`%mwnpu8Z0TV$FqHh2Q+CliDJxMNXo?v)_T<!eRl1iV6c7{&K)ku
zPc<Zk@?uei3RWvz+nm)K_slw<$hqg&hbOCRbLJ0(g1vw5KmdYC1-s+b;h(O{=xnGD
zMfGCps9{kO7h8BaW@*`+_-PM+I1$--YsbB^=goPTNtY@m_Mb0tXylol5$Is64b^Dx
zqk=8(KWy_=&toXRPPyg%a=kL?Fu?haTaGFt<~AQGW9V{2_-mSiO&~9;b^U$8?^+@Q
z*X-wy?HKGyQ;qm_>L<jE>5G!;{?&)$w?BBpCqoTujS$^5pJGy5R3BMq>d)|WB;GxC
z+m5YGHATZT`uoMC9-;+71^c<(=bmP_cQEXvv|TZJd&~ZY>QKSHJQ>68_Mpz0+PQo7
zFX&3TEgxD7{2Hp^^=4TC<b=VY5xHRsdv6aJVdPoFT7@=X<^sZ)3U%bLoisb?G^%%2
z{g@g(Av{NHthscnAYyBcCva3~JDfZ}s_8#Y1mGJxZl~khEK7qE8bud_ojkqrt5p*z
zqsBuq97V{KGCZ*%J2rau!*f1FiffUwyM<w^6Xq>6{Zz1K&6#m}1+K=OsqoUc*V20!
z)>;AODe9G9EI)h0&{<_#Aof?B6<QkBI#Gr27RXDS^;v}OA%k4c0##nvFUlZw?lnJG
z%3a*{g5K|GHmoP9zB2=ayeMur{2u%L%Rnh&3S4y*%?1!mdl`<R!BU~G$iF=3@?mSw
z(d)YRq9O!pF?AG7eU&qoJJZEg&ViTr3O?EzSpqIy^>obm6h<(`*y*Nc5p@(yT4WYq
zFR^@OiRHC?{ZBtl90)afUCj}7XOtr$E%0>oD-sqW!Px0_la{Yqm~2=p`B1_`X;!uZ
z1$KGHTSL3d#XZJVWfl%x{(rQ+2YgjU(?5=okVX@bs?-1?AiXK(QbLv9LG+S@a5#|0
zNkWSSyMmx7cA5f8QBVOz1RoUyr71<h3p^A72_Qv40TKS+**!aZ?%hk?=Y4+f-_OV8
zd~#=JXJ==3XJ=<-V|(d2rKf462xXS>%rgDftv;(=-?_f;isLPKheDIVay^v|819OW
zrHm9|lrom`&2qhqBozjkm+pC^$c0YBfOE0LsqZP(u5A@v^LF>g$42^`4<v}*7TDKl
zMAIFO8^0e(3l0V4<qId_k{!jPS#)thL91lki)YzXrU9$R;aO=9HM&6al&Xrnhj=+!
z2J}e`T~gC<85UHX%^p(5SF--6RUy{g<WZ%#Pw9V&L<ALlQ*Q10d*hxtL*O>!y4Y(F
zshHs2O2rU6w9p07!d+2EZlxk>EUer~Ct6%p$3XIdMc)|7hfIzqu=&S1FB{T5l33uv
zqlj`YgwmoGMz$0?mqS6=LLqs$hJAB&Lz1Z*)D>$HpA!)g(rHzhU-EG%sZ0=Gm=;C1
z6B7!;tW&Ng4!vI-ghf_{QCFdJN=T4I9!6H<RWy`S>VL*kIuyhdsd5rz12sg2#VPd8
zPnz`U;J2~nx~j8gof;bJ<HUjKzc+={)sZ6|Pgtnnp>d=8!ClwgO@l~we4oHcnU$B5
z29fMQaKPbPmLK}A$MpoKVT53vR_yq?HsiiI=l9-)bXqMXh$fdEB-F$9N{vq>a;b2m
z=;7YD(04L*^L>zA*CAp9fl%R|u;4wb>_<wC*R=4#q*3A<r}LY^Npe6$$Ve+0aQSi}
z!PN9wURsR5_^)A8aS|UavFIN0J)NA>e<Y~;+jt_E3Km)GM6<Y+_b!Nr<47niJOe5Q
z&iYQgNM0bJ4e<bsAM<9hO&4N(=BY#3WZjVLEwspqo5p{zXCktH1Wa*wzZka?-kUm2
zC{Hqf<6rKsxfGT{JCq9Ut_p5fH$s{tl4*!Bke$L=d72bS?Nh<2IJYjTm@>9&L%k>I
ztS8>>RlawGu=J;2-1+I!cj$=j?n!!kHDGv8qAVWH^RzB`_qi^=Y+AlyQ8l0S%@gyw
z%vv*uwpZC(z0Vmij8iA~h|J$jBmD{Lx>?2WC`zF#!#?X<5&2Ku{aE~b6Bx#+Gk`>j
zty}KjYp1pwduv@-Ek}+1?(V2Y4`@1Rd%p<`;}jMqS8o;%L{ed$Ph8a?a|Ntvo40L&
zgLOP`x_WawezvJ_^REHM$$WHu;*;=im8ykjQ<d_<_eF1MZBCn^B1NJiJCii8vRm)_
z{+ow!09x|pg{h@4w$xoA2S|qsYhJwvnpd0)RrK{2qQ^uxZQ^rWC6Y{OP7+aeqV2bJ
z`h9_%Z!%J?nwB0?_+5q1V=UtXrwS0yQzs8?P%~hdg9kl0H_%8^;VSC52T|J_*(0^$
zU*+aTFdUl6237znZkjIWoVQRwa1T+_RJcvU2U7BZk^#GdTL28>6mDfCy+L}m3QzXD
zT4?Cm1`Oluiqmi)0xyM7N+j}d7lpQaDg!9-h$8Vs-iSc)OoX+i!zU3p@ZwfMJH_$R
ztUge&B=9<P9)Y_BrLplN^BcSq{W2Ihk<e1%t~#D;V$|)1AM9%ps2eGAs0Qu$Qi?r3
zKd4Zj8WX7=ZcRzTO9@D$LLq~GH_^IID1HBTA3S+y1dc`O1C^%`EtA3GK#9}|qmpv*
z9zeEALZO#QxjK62WOg>EkcDU%Vx2UE$6%buxkGw*urr$aU`1LZ=Ib!^p_D(ZNVAfo
zKAc<71h`TVmWmQYW8vLVeVF@w$O<t9=1hr2`;jUV_&Qx}<{Ct)Vp=D2H_(E}HMXvs
zGrTgc8`KkHT0>U$N;X`Q_zKHGCBVbuB|T{jBqCj$=fS%IYVy!h8YbrjIr}uc+*J8t
z+6tJ_UrRO>0K+(m8s{5=kMz)>Vj`@{@7+3m<#KFqiu$_=p3IOzG#l`Y|6YQ3A7In;
zsKbYQs9B4X`T9_r4H(9$Y4Fl469i!U{JLCZ+}J+{gAeX1q}w%M80Q$!iHB`yijELt
z;<fAq@kZHg-NpNmwkqg$3>a?bIJFbiGj)7_WOM`Gc$)51=uJV2{Sx4<hlM1}YJ-hK
z!2s{oI-&lgp4Z;Ii4biHEOR%w{BhLoCh%Mb*r@2W;LWHS-|x_~G4Ab7juT{pB0M)i
zMjhXXpKXzVC06qneWwc)d5dzO`JSrfr@|09;K%EIj(tl{yc;t7nD5k&b5D2oStZ_j
z|EaN$5AZonq!=brSE#V=dwKuTc`M361g5plsamU^&$*002XU}!t*@>=Ul!NCD#f9*
zCX~rCD{Q3CO^Q&_=WGiFQ7>CsAM~v7?>~E%^Eq*n7QLp7?^mnV8{a}48{6%>wwxdm
z8;R_rH)w$_i!4l;<WWD=&gzkrVUNVsc<|l4$}_LyjBb@p#8Y>vuw?F3T)e+}uI|EO
zUxNzc_$Grki});Q97SKA3hj&4tVh#U3$Y2E^uN5hY&On`Z-p{#&G0otTMfmFdorrN
zw9uKvsLsY}r0!dbka$rMX77d+v<6nYQv^C+OsswM8c33e$}XTHi_iPikVvx?X@B%s
zOd(NNPpz%eeaeg5@s6PT!Fh%YfMJ}g2&bF7_@%pw;JI5AR{gWRdJb`RLA_m?UF^F#
zM})0kq*89p@ZMC~quz@9Y|nv>KC9gHyq-T*_?b+^q;BMYO9O@J4gvIJ-agl1=CMH0
zuaE}e<vlZVyKdLK{1WKtW&{u2iJK8mrT6OX?bPO%cOXo0zt0-^_(zx@9RMAK*npva
zjwO=eGz9M&Jf;Z+i!3anu=<XCvU?M!6C475Z}!}`4`qmc3JD!W8d;1;PVK5JXQ&nx
z*2Ry<uDClMwe}wCcHxmaA`hCVG>a<5ib_a9<xnW&24Vme9GzkPIquaPfjHsCDLgu2
zArFoX!~oa2fx6qVp8w*f?Nc-EBpzM8!(8S>aJ&0lEny0jfHp`Ou+oz<;F(Lwm9-~n
zxnHsq4$pvVsQkDCJUk{Fjwd>)a1HV}eX3hJr&8#2k&3`dohKi@mhqva*&@plC>sV3
zQOao(>cO8#O;X|Jq{PjyJl|7L{nd`4_=1z&hL7PJorEX8Gl#hx2yIXsH<a>c4LbIM
zGwII1VT%dvBcIdxHo9I!$U4e?LH8f3HfB(h!wF7GC>FVaBPWP@4Gi)q{DR7W?Sb+X
zR^jzbLY^u3SOqVFQiF$SNxivhzS_*b^YSsy<Kh_k6UenAK~SLRC~1$4^n_)xu~<fY
z|D8ZPo(NwYgC!QaSr$1_;>`kxG10Su28#;!MjS6;y?pk=`H}0zGtE>ne;a<q(Lz?t
z_5_^jx~$KrH%oYa_9K2o!tM-T$H@G2YVB8az<TQQ16v+(uvg{BZEP_0?nE&|KSOiQ
zcKj^0stBhheN$n{AX*qY-mdw~gvZK@%c{D-Z9BM_3{-&1i5C2L=O>q9GV$scoE&YD
zS~Z^9q(aZstW#x<jrTS6nH*P#RyWUZDY1eP$Mf?DO?ecUcv=CMZX<|+k^Q*{#pVE@
zgBUBN2qC=EB#9gh2SY*FGNi1Q#6N1*>4s5r;A9%ytemKrSSrt4m}WU5Ugj=^70+mv
zj}N(h7uTGz=>W@@(}da<>$|tN(qSKwDGFttOQw)VXTR*0=8gfcx@FHK`7I7HM847S
zh*_s=1@HBi%$)$Q26?H5w^<;@Lh|!TM#MOHh1Y=RmR_coka$%-Ka!FhwmCWMUn!%-
zSGu_kR6Uw5^pg=s95k**C2o`QU@Pv$liX0j&uQ`p^{Fhz*ZvHQ!-Z=K!gf;qSvJxk
zj~o%aSnyz~4{nPHbWRcHz5J6a$B6_hqgV5)4{!Sma(S9yygV~t7$=?LarKjx3y&=^
zMBIOG8_L6qov8Ahlc8-GFx<v*qT3bhc;=DR{U@nIz$8s~0WgeH%ZB&xp<KHx^|&(g
zLgO@G2q!5R`By<(APPHO76pn&+Jiy2D6Fl!<0o{eRLf^QpL;Rp<iaoLAbGWF==L@`
zJ2PXLd@R`s-MA8|-&E+^^2v8sYEoq(jC(ckXAGBCx}{e)y!NGy7zcobAO#@07m|B0
z*sM6ztZDwjRz7rMDbY(_o=BdN>ZD+C?3Xi9M4IY)Y-xy^I<Z*CtoB@w7UVz)_>IfE
zLse4~#WiI>bXQUkKSU*Yvn{M?UIMufqo)7)e2?7r1TNAU3k@e$=Gdov;6dHuMY+dM
zM=p1&Set8AjR1LWtx=g_z3;({2Wr+?{m<*r{oON_?l+U84ou+J4>Tqs1n^em--W3u
zJ1H#@uS(Oim7pq-hfJ=)xSK1xv(l42qZ@EqQ_USY9&6x#{odwTyLQy(YfTNpee3h$
zcRP>#Hk2<Ubwj*4bgI{PZLOKDsrw=e&S4szTT(!kKAp1<-1Tn1tzQu_gj3pR4U{#Y
zC+n7NTFib3qy0aHin|%N{5D>q&Jh{kLPc3KRUO~0(Jf9sysK9~PGX`#WT)Ym{%YZ`
zcP>vsM%X>*O3;||eOQ<DXX_Pf(TzHNkOXTNsWGL+Q^9^b21swrAp8VRM0@kG@%`Y%
zd+zHt`4W7Th*v=kFb!G9TGTtef*$p_+9-7L2J5DFb|$qr4FAGDE7C|5j?mQ5-#pZ4
ztyE4DTo<1?IbcLi+hm{fYbZ55bKkzF*^U=ZV%TUc3s120>k>KUE&<3Uhk-zacF8cM
z;&D|(QrRiUAUI0rFVKvaG7I1F6YGBNHZ8Y>&$$@d3=iM<@%<+MJGQ*f`BQ>yAjzjf
zXQEpFLDBMu_ai{{sszzpX2~Caam4%z-?sEQ*Cj|I&mU#Mw(eVy{Y!^|?R`!W3@y5>
zLFD{I9<hJF{p$Qr*P|iwfez1=SvLmV(RwG004;9{BHhfY(CQ|Rb)QgVRcuFiI8E#g
z`%kz44J;q>oF>*%QLAJz)GC{Zgr<}ykN#E9R0a_ySq&@peK}KOk6*#^P*M`6nZy&Z
zc-(?X)pzywIj$K*`+o3^da<_ibMpNVo!cZ9y@D_w8ziN_F#DWXyek68`J3b-ilV<{
zo|kxHJr#PlnK|_Z`<CX7d``895WeyNZof9VM5(PwVeBtFgP!={{ek`m5q(=DJQmpW
zcHVFr44phK%ndt><jH$SWNvRzmlMk99`YtrblKs(_D~`DA{`0>UtFVcM1F7jj>19R
znpf-5ylG`FC0H9CIr{U0eSIMkH<i7phjy;J&}brwL^}ZGQ=^ny$W6W#$}*gub3U41
z?rd5P)##2IP6lzgBqjSqBn@OC*WD;|RhHswwTt}u?CpJg4!Ki7ShS+d>A7ZZo%d3|
zyDVDm=ya3+j_4H%fG?tNDqQvZ*95EW<6l1(QBvgK7KfpV=)Y^0@k}E=ovHm3v{wOk
zsX5e=*fqO(=*#VT?WqAp8$vq5PpOX*tP7`mSWmRUI^y15Bod8O=)=~rj<pZ%>4NF)
zdMjwgNC5(t<0X>@of$5Y=Z&OM=mG?YJIlzn`)3ZaGnzI*@59h{;<GC+-Ey)e?O)YH
zSME_cIa#n5Q0@m953pO=`yzleri1vC%*dd(MCQ=jZ>>4ppi@(^M1Ys}YBFh;>XA9g
zPD@Mj*44e>iT>=)Z7WyI5#i#cXdDEH%UvDC&8}Kw$N!x1#gAz|=jqS^V0qskH@45t
zQFVOk;%5VKmkQTL4$b1opKJc!IRop0EoCZ^K&a5G^smd~cU#HLNv6_>yUXxvAg)XQ
z9^E;`ghz+u?x@3|a{kZ*z|vajj#KxYd!aFLi@YiFMdRW^#2Zg9yMws(#T$O?IOnl}
zM2K*{SV1!Af@^!ZJX=Dze|hz_8IyWF?Q>EiLKY`UBkWX1C)Enf{i%b`p^N#T<(Gwc
z$L8dydv4t8bEcu&K_HCfa)myRCC6YDd|vV}o_I(FU*TA99qt|TX08bT5^<m7VgVxU
zpPq~&Yz-K?e%|}T+H@wy2=Eyc_gYv)3~EVG!2{Ob(tou3VdOh(jyOc^Q=tuL5AHwJ
zHFC`Z!W=P#*oOW>GtbQuDv&-wr_pazSn~^St=@BMLzr%peLpoxxmR3s36p}bOa3f*
zs!fRU1dW>kC-;Fzek@UjXs4F!NHi5FLr)<gnFQiT{o;)_`Q`u-DJfM3H`lrtM}sV?
z(?Sy{LFp*cQt^-#GCPT=S1nC!9+8u9KN$(DgidF4Gf6!9kt$w>qg4V2X87#nB3B#U
z<e*qO46dHh>N$7LdjhP+BSw_`U1U89nyZP_DJtAG43gXHNQI2lyDw341M$`YUC6`e
zlnq-b-liA1nu#-N93n)bE>T#EhYai;HR=}iBn;BPeJWY6FZCPeUR&GqMcB5Ud~V|3
z6)Kb<-W5j=Wh8!#%X)GA(8&{2PA%&y*1+;D%KDtu60atoQ~%w!r1vX796m?n2LR-B
zMG+|KB-z=i!Da?_rBcTT=SzuH4;QarGOXt)Ar&%CE+c`8Fwu^%=~*Lxk}$%-paG>c
z^o0t!B_g$}@-Cs{wvg*8L|P;<k{)`dq&G72jSQo~eUSRdb8g2Xi!s+CtPH8zqFPOY
zXt9tTgk4E}I5j0mA`d$Iim4B$mIR^XYjR9EqDg%?btH%$9+qnLVGa+kKk5S}u#hE+
zRV?-4)C&cX3tjNFsgpy?044iVRw(iV7Aa4x{pIU@oBtRLuj(TY14!`s3rMIDNds3n
zSWi=h%YOm&Xvjo6uhYPnmzVzXVV>NKEIVaPn#gG7wZy1iaOw`#wn!VPuHNH`Rw~?E
zXq*$3rp#^rM2k`!1q)?4_Bi>H57A*$VU^wcSDU~qcuGoUJ8de~K0)hgT8(71ka)L>
zqJ;{m$L&$pLK&Qtt%8$uHF;wSC+@0Me{FmHIr2MdCWgs_+JIry3#q#cBQWxj9{7=M
zqu%eeHr{8Q9q{9jxWRbgQQ;&~Y$~iSyG~webqCrV65H~JO=CoAPwJ&Tm#9TA@j91^
zi4ub^B|r-8#RTi4VVnEkp8S`v`U>tuP`wf&1Pg1LV`q`gBhsc@08v;ykO8;CsmeZU
z;9oW8-La*%rm6rK>M8Fe&K<-Vuh*8ksBkyCvcUO08VuU1d0mnV@v#Im5Ror!l)B+i
z8s#7?>c+>CcW`GDoLZp`sddlIes(g<1(FnE*oxJDrBXa<xm6R|Qf6r<hsM`?wB=<~
zInXkf{!N1rljh_ijEr7T^7?_uc<!SKt^@RMFpnC%lJr5VX6GX#Xww8Sc*XjYQjL{|
zweF?DuNyMh$!Al=H1j@=u_&gQ?39(U3`md#2_`$$TJ6&EjgV;}bZ^rtD3nYuBh`Y!
zD+{ee0{#_RSz`PtP2om|_n9$h+PG%a;z6TY&b?B!H_(Kp!VSO2aLIhWr^K~_Xhpc|
zMTu6#qdf)G;Wl=9dZOXkhN(XCoHk<d5hO@D)KBi2;C;;<vZg8SXq?8L5(cLM!*uTU
z;1qg;;DsDJm`kNXbRMGXrIP^N@%6wkP7!W(pX9H`sa&nC*JCP8Z~r@<+fz%8ronr1
z<jYZc-}O7`E@C+Lfn;R=B`ZH&!65Jr<F0ic4t-VaFkMHfVl1{HCzYQ6BA-OfMkVx|
zHk8TxjalTqkTKx784d4EtHAKeAurEKkVCIYH((g2h?{dKhK85J3bU8`2!m7o#4wDL
z_~`gN!$gSPci%7#WW`vq9Sgok&~_Y)S4%TS_(_)z;<{2Wxf(Y^)tvUB&B&{<1Bj0(
zS@`v|!zFYxji{OEu%{2B5;sDXoJ7%x-4RDUQCNRwt?t-sa%Z1)<*qqZPxVB=mXe`S
z)JPN`0Sc<aZO}Vqj*S9xqsM^H|I$+f%Z5_{j0JPzX=$N?S+5n@JrN-wa_F&a%1h-#
zde(QQX2rwWUU5~rxTW5^W^vVIdS?aOCRaSzX<*Iah($K2R13CVxeY3%OoZsKLO6(_
zPN&cT==MVY?c07w_;I&M>*n2c|3onW!Z3Ropn=l#cCdQ-+Mk9bHFUyhOmazu)i-T;
z(J%i&JmQycj6dEmVI-ZkMD0TuVy6qW=Ix`TZnNT{I6?{V+h70)#7UnB1Om{LcXnGe
zAPP4hA>OWi;ErzB#}@1B!@4A@4J6}nX<5zDIi!h3y>9R}BX_lfv`mTGtEqMg@enoQ
z-BnsLo5G_+VXgn<*B{eHB_i5#PpylI)l=ABU<-R+Rl!V;q}3?#UD@QLr*r^x7)j%Z
zeR-*ZWCz9=@<CIjYGeU_kH%2gNxYIKJxs75s1K5~(!{-60Us!qORia1QYouXkkqTg
zl=}esjs)jnDfNjoF{p6;^AOW5uebMVssBLW7MTKsFDwo?UZUhC>3Ot-X0{GoNH78y
z{Qiv8@qT}`%#qdT%CcH!@@R}nwWOSCjV3h0e=R$8YL(ccbz;*FEgDf^gQk%uxcX4u
zyzxB0dGe|cW~uP(%S2y5y)Y&Tld!yuM(9V8KF5DLJK-I%6^e8DY_dH?<2)ywaJ*?m
zRStKnS=sSxzt4P!CWEN6i0Z@$G3_dsWo@>aQ*8RngMP!~tg0oVjIPS<5~R5n71j_^
zTXmL|U0ePg-R>WxUz97$H7sbCB0^RxIn!X#RJuN}if2e(BA$p?Wv>Zb&JkD%l{x{^
z1^6z22a3D*^?nCWiqPcJyqEeW4EcO^zd^k8&Ob@PssvYE+9X6s^sqX5D4!OOwAW!W
ziNbnm(woi?5hHxo$cGo_Z)mtyEJ*|}yc3-tMOQuEiC3x|UAn7fFQ4^JRD;0IA;XC6
z0-T(soFkGmzv3V1D)rCP>&Hjkf!A{v&1@3!z~pwcm<aH*1aeMd*KP?p-#@Wy>jFGU
zUnQm0iD7SlA=Uss{5s9W8sIr;$^!_z9*?yAp+>D|@jkb6w_FDG;lFC*Ng40dL+JDR
z)n84ye4z&J(j~}38XPLzSJAH~STdx!G<8ZGM)#3aL@NgzFq-_iq*K@FE^i$@-TqFW
z)%MvrtzUZUUg}vxAj|JcgBT+c3wA>KNmSC29_;5XJ;AE`oPBZtwUtNZTyX;oMFzLi
zG<1|20IA4uSu<cj*F>PzmvQoe*CPp*jQ^$A)vi_xHA9M91^1a`KV5-S{Xi^bFGqg7
zoLmyM(bPREtkjb8e?FO1McJ&xbECy*ClZNdWBYgSr{9e@1Vqx3DiZ);vZxo$!4#^M
zPxBl`PgKKA6W$)q5pMS0tmSeJoy5aW?la%2>Zeq-I8|+jl=iA(22o0dmC^F+mObVc
zM*@zEC5BDuU7ZF(P`V7i$~Jo-=_342-8OZa%h=sfEx&vlUf5sH{qdb|Hqko`qN=@%
z#yzTcu0twy5UVAbfdorNCW?1}>kut9M3s(RJJ8$fsIq~WLWO%`$5R4>%bjn3@QL#j
zz$vN-rWEbiHBr7`scWzcfC{NpHQpp%M0doSY@=ifJAK<K^ZFq4+w)}Lb3_B_%1Dga
zt7Gq=j!2us;RNf(oE5|G>nfgbBl!F;s13mPB6uyAvcHfq&y#PIuG%465?=6w2oa|=
zK~g0{)_kc*iB~UafzE%18i-4@ldKH*z1S(lEp2?1izC8jb{zTn%%}!MX-sGtwMpj-
zMD@yoKWZlVjc9f$9npQ=`GQ#U#H!H{Gu>%K(>>B-M3PT*BPZC`*I%mH{<{RM8V?eT
zcY9H$T5E5SSu<N5Mxdk{w6YYmI8?Z*X(^Sdu9;q}gd6A!G_$?UaxAO*$WtqkUaZtl
zu6PyJI4jfo`XqP|g!4km6F)W@(+YlEySje5W>$N2#a-PrP6LKEJz`J(Me2)8rQwt(
zR#Bldm8q0vjFV(szDCU6z3OAJSKlZoP%>j8=@U(<H&nQX0nB@~04VBg5q{uOr`I~e
z9+2mZlY>_PjKb-$)p|!JZra$A{n7^dtOdIkAHH=<S~!7N0w>cuCMWo;HH*e>ZrNgB
z7=dX2T%~(of1`)b>U<;X+NI@5Ja{(U`8e-K(BRqiW<Z#!;7dX)@$1G}$7akFd#~7c
zNMj~Lj?8aK`D@6$DGK()wI1Gd@PqLg!+EpX0(MdkyiA!$O5~HF!rHWE^|YerYWpnd
zrzQN6L^C_6MwH)=*Fwl*Zcmy9(x|X<ernVC=oe2RsCW34H&*tXL9<X)p}<+3dhzTA
zW!@CEh%}oDOFAhcwr1-$)4I(YUl*iZtrWTs*%{=AP06|Kui(U@ZX(-L2dUunW|oZB
zIz#K_=kzNH1l(ci#gB~Kbj2N!)I;03*c(#0f}=KV2lhtdX&k7wM^5yoBc(pLs?V)*
z*}-#aDi6AHR*9!MLWQf8e+Pf*Ejd@J-6kTG&D*|gXsfOUM_rsvgu9jsdf7od?_jn3
zd1br(Q+xXOBM<ZENr<uZc8v9>kMSql2$#UoOw_nZHIi$t<~&XFAkqW>+4xV|4xiG}
zXLU_JbK|)!1BHMIczW;)PyDK2U4IJlCL;@3P-{kQZcS$D_a{$8=1_l5Ci*)9nrdWz
zH{#Xvw1!CQ7R>uEjsK@r@7Ee(Mm-~EDgAsC7{)K2#g1~XC^2Oy!KEmy8<Ug&^~8&9
za9y!%>WqEIWX4G9k&Las3j{!p3xMY~J|Yg3$2CI+Jv5N&7m>M1S^gaN<|mqvQsHWc
zvB=++wrl#1bHy|l$z}l6L@DgHe0#Kjn%w%g)Os<x<iL#uVywyfW|Ld7D6Fd!rWMYQ
zs)S%9_k-nwLf+usOcm2`3*;oF(VZ9Gl|#2_c@~9ra>%Mu&;JIUSA8h)B2Ch*?hZLu
z&lel&OzN?E-HAV#Zff3{0T{^HDll6%H^2U#7S(3MWbo34+SBS^Y=hB$iC`i`@^|6(
zXvw%c#H!V9yXg3~HW6@YkRXIc;IhW-d1~dxc}+DMZdNG3ugGSJLPwCfCM{=sud&Fb
zBwy-lhGt!y1;8*)8a!vZ#7XXE!spC7Goe-OM(weN&%L|dwNFMrqX&B+4R)lEb#$zN
z8r(uZsu68xlb0Q`g(Jv|28aqPZ^pkyS8fjfYw7w|7o=x_h9Jc95gQ1BG^L0KLB-_#
zizt_8Cl4Je$%rN2eJ>++9|2F4JFkWIwA0Ev`i)P;;xOZCryrhcK(T9Y5RA8P1`PF0
z>;rU7=d_eKwW^_VF<9~Bwp=P&a8KJIY8ZA1&LZkw_mOT;06K2|Q)*u72KF-IDiv1r
zrX63;eWt9BKk}Sx!PSCb7^iS)lVOLREXvYsgXCuFL*Xn4hH-uYvgkH5JvBWU?%2X?
zqjx$^*Q7r3oC$IW^mebV;q-mn-C~h5?5Q3zq;h-J+Z*38sSgzxtG73)ro-t|eV99-
zRM9*QVOgn4!bJ&N0_Er-1UgO{kC5p`q|pfO#Oi}NwVg)vy$D)a?0gzgDy$)yyJL6#
zb&t;){&$)8TCazy?h2qdb~ueCw{$-xg|NgZ{7M~;0%nH_tAF9-(sv)N?z7r|(B-uQ
z2cX#-%D?3KF`b6e92Rw%Ybj4ClcCHlWhn#c|Iu7<(}7|xc&@KoRs6_z^f@F2EcZ-$
zqlt@}XyuZO6wX6(Dr!^Lp!1!M&+y@p^H}Dtx&L%Y5>ru3U9F6I4?G4uk4$wMVONFG
za=B~A7vF4s4vX*p>HfRlSk?*4hatNL4CAarINi&GX!@qYV%<%B(6*;pR-HrM@vvKt
z40%t34|7n=djZ(EbyBaLiIQWwM=AxA_2%Q7FaK4M(*4y8l`m;f#wq*!u)4R+ISk+M
z)!;rBtqrt`QK8?i`F>bV@#(+AGdd2<0Ysmr<)P_vg4Lkc&ktSgA#;q1u^~Hupfc34
z)RZy)k<jE3!h|z2{IlE@B<S?FtV3YT@#c6!YRu5=87~|!4T=r(mjT0E=tOOmlowd!
zqvjXEE0K;Lofd_4`PJliXRSvzrA}Y%**N`SWE8@92s-bjx>A2hw<kcQr!z_c6}eHW
z=q!}1*YGj|5es*Z-v=Jb?M&*T(GmIF35+!t`<!}r+IL9)Wt?<5HeWjT!>ikv+A5Bb
zl{uztG<C_n&m-e_5U1BXbz;?{bCJQo_sZZ8-~aed5NNb+z%c4L)M=5NBhs!y$3H5p
z!^_JoDw**xbb#s~ZL1#f7;w%N@>UQG<J>~z-lp}}41~q{$0eoZrV{1)Jj74YsSo9h
z<8k5U!;kt<eA5dnyQruSCZs6oPBMq7=RC!WpYoB&Q`?EgX}~bf3WPI(w(dy#E_75B
z*0>ipS;bpJt5qMg8Ke^^IkG$AULm3&c)~9Z3&K;c1S#(H6omUsP^5i>_8ls$S>?Az
zj4Bk5v2j0wHCpkeQKh*4rFxu%ufF<lUKYbA%#zYJ$v!XY!<i~acrmp^1?O+&4@G4D
z6|5$RT~?<HbwrD_>2gsNR*U^J{<g|PTV3?rgqJ$l{UJiG228JUizm6QxBjTUsM0zd
zU(~a~iUuE{p~5P@u4JFr#@z3-KCJrZ>@_|5>Ai(ge!&ot4keZrAxKt75G~)AP)|l#
zZ3aH|XUEwHgI249mUr)a6b3vG_Y!KQoHDa#WvAwj$aELH;3l8lSf<^qXOZ?ay4zQC
zQnz-{O^V!POC|p`i3U73NyZW<kKiM1ik=XK6?o;V<F~iL31rdlYfA5*-xvI>A+;?n
zwR{Pq?wnODqXtot(AJs>cel5mLsmcI%1A0%a2Jv23j3TpWkcFiQ_eJKo`3eW7R=lz
zTx;ouL8fd$$gSKY=;<DLbWg;O;<m`mTa5U8m4qE5BdYd<1{5eI?{JZL0v^pcLuNqH
zxP^E?g%w}<`ty^o;6V!ZK6e#PZTWnle0t*X$*|F$+|aOSwHpYba8sVf69rW8^^@zQ
zv@5~+8%<-A&?}SN1rg^v>%#2C)xRjl;eMKtQs+kaxm+p&xW5I7z@i)C;ZTaQiq_H~
z@_GcBCDom@3TM(Faya0XFIT|z31(E0bS6XE1Ql>@h757wpYo7X(K}%pQUc(VkwTlu
zgC~0ga{2M?Y4|Ou)5_}VM$;706P8SR&LdK;*LA{}QekzNb>B0OoS*8mj@?!6Uv)p2
z2e~$mn@jGET;6>dOvy8gulj6Z)t*Ws?dBvJR9Lfq`?Y!Of`&e8bm^o~l|Ju4rbi)G
zz3?l{NouJYsbx|tJyHvXL%Q<lc9w_socSkx?|vc6pTJL##RW==^fY8FQSZ9h8(=^b
zh1K@@&UX{Of6!;$c<itIT~B8-X-lbU30LCjb!7SUls<$>FB;rgDQ|bxshYGZxo#4u
zpNeVXxpQODR3`yd?GdV0QZ|S^ITevWnN+n1jSLmm>$mN`WoQI04rF*y4W{)Is_M?p
zGz9x3!8s!%_*o?ON|dtv1Nm177Tp)2sdb;d^Gxa<>+jz(e;g+DKPQK;D81O{b3PW#
zw}~K8STfOTd!O}O;j};hoIQZ48b+AQ$qot3{-BjZV<>!e@9H7tfuYr}FaGmvFO7kW
zLGG12y>)=)MmS7RVGYU{9JBQb#IEM9Q^QMay`P)iNtMc|frFhaJ<Fe)A$aMjzH0Qt
zTiWHKde{2f*VTVnSI?*FYNZo?HFN?;(^t_QQCQtiztpGyX;@)XN<TmQsRl{hbZJTj
z#WI7Y@zyJ9{u`bJqOfkgv~~ZqUdb>+?w`GC-`zP}vmN|J0<n}-pJnuZ;xHA~>7k8F
zzjUmF&&s{^)oTemMKF;VyOGhTRaQoj(<DM-8aB&06=-3gf|Imc)mI(uo{`yvTV1W~
z==Q`CXpRc&c>81iE%huY%uj6|ap35~J~f+uAy=GeY5S$?O}i?&h*4n;i5PlYn?p$W
zwQK0JL#hlN%}p#XjykuZQ<PVMR1ri*h)0R-yGcKz!Wxu3=hc-*@Bqc$Pq$s!zPmR!
z*cIfUe|Yu{uad(xm}YQh+6Xd=Mc79$K}BKRc=^idT1_yPx4oY5!_~9hxxPj9W73l*
z;JJbk^j?7{3;E=^V-L6O0?mBao;MyIT(%xpYF!e16Ye_^;_h4&R)umeKk;A@=#cWg
z=b8*YsgwrS!Ht{)LRu|FVi_@H2LX;Qksa3cg&INmAVrrvx0!O4hqsWrHDv{aE>fIF
zX%a??%M*EnBAuGxq<;43ge50d!u#J`CDj(C^E!V;XuNxPlRn#%qPqdjn{Or@s@<ir
zwgr;m-+5LxtMy3#t|y=9yYfAsHTcF0<4+e`6i$z9u{!#<Ws@I4`ZXwm6JL51sbgic
zT8|vO_T7bTBIY9)=+=4nAGl|M-j<G{x6mU;+14n!*nl3X_dC{>)W(;GHBFo{NiTFh
z6s;5l&pa)KsqMH{g)&r^3fFK3YmPGO;Ds%Tvj7;zd4=%gq6pG`8?;Owzolve-2F~H
zRrkr2loNQ5#Hp1}1BP&l<A=!cEAA>Hg#p*@h6TVnb?~i2ZGXpku<-SRo1T4f32?qD
zacX1plu5TIeXx0mhEapilcsPJnuT4z?)TlRlg9b1quB?#rM8uWAnd@}ZY-OX7Vo!?
zTg{5RhciUfuxq7Xy922}Ox?hML08P1J$g_C84bv{gsduoq9T$eTsB1*=#+0hvMGjY
zH&WU2z))+qhu$O7MVr_i&|ZFbS|r6}_jYa0T?d<%eg~#L^+A#q08eG!fk;sutBK~X
z0^}MrW>iB&Bn65JcS&4z*?kBL71sJMXD2@OSYxEIZdAH?{dZb`f6|WbG55=-c`zSu
zSv|jNcCL5`kg(?W2i<`fJky<_95H)B)NCrOJ3HU<?(mH`gUUonVr3Jgtivz|Vukwe
z*7E4Xa>enOaaETo4;U_cT^Bd63N86PMO%JVmEXlEN-l#<hlt5kxWP?`BT*U~v*{4=
z>M#oMh_3NOVZHv>6T|0r!(BtK)TsOG<>09393z;Bf?yb@@J@~u8HQwky{KC~byxGe
zdALbw^!CD-$*)n0N&~e4!>Eas&JjVbhli3OZz(6b_u=#Rt01=^7{<8}gBK_(hKH26
z<W%_TjBp7z5P<87{WopI1H+AsMkB7k+m%TRrotNiqBFIBb|MsX_d^N1BRpaDpts<;
zz8-zxLPGxBdtt;?A8O=R(8$NCylKc#7~wRh7O8Lz=Ml<+j;lPE<9kW9qQaW<;=`GD
zG{9D_KA7-wkRS3nNK4J2+YtL-c+yl9R_Ax0skQqXSRsa9`6_>PE*-vIgNpF^rowfK
z!<kr`-Txx>SImi2jF0pWjBrFi3l)}h5(T)5RB}#AvCAgWq{5BKgfbrA)ET?H4s3>Q
zXWG+>N`-q_hwIG~3zJhG>fDBuB5jo}z}W?TBqRR)G(J>Vho?*$U#TjtuZtbN?}Pmx
zwHF(tpr05^7eymd=~_2kToh@)L3QNhvnSG3Nr5Z?hFPx1KGHsd^S3Ch-|X0BMH-Lx
zS%>GekC|Q@4?3b-VxORS>r9c1>IAxMDy;pt_KbVzA|~3iv!d&7{uD_;jL}g_lJ$Fw
zBA<1ghc~HQ6(I^Qui8{t7uQE0-m$Td&#F}_^`U>J5Ar#`%Z6T{5ut*O+3q7xNQ>eQ
z+9m>_!fH6I*zO7`Q2J^VF7ZycZB=;C4&wnrn+mJh$II*8{?{;{6`1yG{TUyP(5%*?
z0*fDYj|!{*#Mkonmxgoweg6!6r{xyJoGU>n0ESsS3ql_#O1a>0UW>Gwk`hjZ)wgHK
z)FO$<j{EfR0qd^y><6^&$W2764i%PTzZ3KMUkG29dm;=Wt_VH~rQ4>$`l4m-?q`p7
z^I0oyZ_;qb=)Sr)w}E|uXy~C*HIB4DfZ*FlN!sch{r8}@*Kh!6G|ZYdbtN*1D(j%$
z@Ya?s9-VR(E5?UYvR>(vI#_9Sp2eO`=IW{0y6&74K@Pvk;nQpV{AzcskA9|$&pQ1_
z-+>d_B-3mWB2JV#7bJKqnp`_*rC9O!52N=ZE3|d3{D)o6zc!qEmQOp4xu-{OTb5U^
zG)#0=|6Y0Qvkv6Ew_o7&?BWItkCV7xfsYhf%P~$B9|RdxSYytmj9su7T9f+VmGcsj
zEmRAyqR?te)Y+o-u{o;`#gxSaF8!eG08M-<tj7X9UY$7{j>_u81<w~D`2o2uckBsp
zDy$bHa%(*}-SP2<3vL&N^vls6MJe5|CsT7&u<tK_s5*2fDC*=Q{}sZNY}%kiVO@Q6
z^xB+P;KZyxRGn&6Cn7sFmC^=k$2z67vG&G{)!l}7IZmshunun7TkqMiec{jj`D5dD
zyhD%Mx^r1?6-(-7Jia&%s`TY2$*&5Dl3eLOh7>tA6;{9E6tfEzwc6h96<--Lm}SJd
zOx+jkixixb>^sr^&#5)5W%;bN^H&XSI|y$AE1VsO#Z*|W?`z$Ec2&R>n{&C^nt_k|
zRM#H_cW|}kv3Gz44M-NL&~e=|xZxw=Y)bMi#>TmVFPs!cU_?cslYdJ4myGNZ@O6mC
z@E#(EVXc-GP*XA67Pq`tWlK|N8KJ^`xv!DWn!aw^jyFe>7mnnl`1vL<jI)Xu@toAO
zG|Y=wSO`R6RU7b7n{8#f`mDs~Uu!exwO)Dz$<Ad{VfCV?=*pqttWmY1Ke>Y3r0xh#
z!?DJu!kSpIWTBDK?R@S_pB;GwZIU$SZ`l_uXeyAxQnp*}O93$47vijQUEs89;ae0|
zbnn@N&kt$>U)klAAIKTxS>X$SVVtBsJ4Yo>{ThbMX%9W;x1YK-Sv#N3fo|UmfMJ}%
z2Q8AUT4TX<x_}ggwX6S<xi4>rA!Wmfhqm5(fgZDSH;oM>hg5JBkv3|(4UZ%=R9Jm?
z{L}9H=YeLysD`H}t>~<oPU@X=N-~}H0y&Ns(&oi}Uj|mKfh)3o-K_<>GmjI_uBc?a
z`gE*);wlcHldcbW<F0jY`^?pM-lDX@{f1ymQE0fobe?dIOCFZSx6~CAeal8|A28i#
z9j{w-{_hv&b8p4ZHUU}&4CAEf>Rgju(X&)W%l?p{pLtMop#T`h`6h4%V&GJ#ZU#Mj
zi@E@|Zam|gSfX-0P;2Zz1`K0fOw=CGjF(67T9;p4_dv;xKI`BsM-sNhF9c3`g!Hs)
zz!1*8z$DaNa>>P|HNv=rQvDAxmkKL3aP(Z)IyGP)UG--FM^oTv2A|yWp=W72xs$i5
z*j|dkq6N=mnGX!xMFGf|28yx-4cTd#ITZg!`A@cys8V6E3qrY=Va0uCZWWrQR-o&%
zTZbPlkH}4-6wiLY^zV>?X+a(y1t2DRhLEhjhQ2#P@r8MH4`>sG_1wgH{)Jl+04t+D
z5iYdYjZUmc7TD4vmKUM6oE48k6LhW{86k)~E=B%zEu!cRMDNhN0EcQ*3shJgofE&l
zv>yBX&Trp)wS6_=*<l(=#-}EYfzu`#N`$+L&@Q~mM$}yvdn4yLOVA@w6Hi>Fg8ji5
zhB_Yy%eC;y3>205l`s&xirlhrY*))`o?FF3hPMd=o}0)b{<>r*5=m6Jmwvygb2FuQ
zs6w*t-9P1NH=vHaxYBdeuW2%+31hdiN9-0`tmv8WIuxf^Z1<!>Qemx({d3K{ioJaN
zfh_!@*@9rWD<4o-n#(DvyP`OxS>@vN7$OZA#z~8RASx>}OWYiI<D)tMn7TirArP+^
z%!d3pgHQyq%Ya84rqj9Kl_*@UkWf)vlo}nq-YN5{d*!?{ftCWptd=th*`~=fPl&{r
z)WXmPNgiLhst;#nsBo%Zf^u4vfN+ZJ+<_uVBPiWK=#b<7RYkIjnMuN2nb;yE%`2Hw
zL_F}s`sx@&CzlFWGPQ4)dQX}kmL|3nyiFH@fyj||Y8qX%6;MO9VAm&saa+*Wo8}RH
zvD-pj^Z=P@vYgBm#Gy%j4^0(Nm75~soHAeon59XR*YAiQl>&H)22yrrF4iL~!*nZQ
z_Q<Hl%_LDXu7{t#<>&Xh)dx320h?$>zQ=>r61^#)8aG4LoQkqH8eYako=vc18s;my
zH$A8~(YQ9kmD9-J+gIg#p|zi~gx5QO91y3%?wAhY09gZr53cG_;CS-Z6SBTed0zT1
z3lXU->7YDql8yo@aU;)CXWi%}@f0u>?j<XN;^b}XA6Oy3!(;{F1;8*)%A5qgyZPY3
zl1PXCBns=qoqgKIPlJv5`qz~kBsYCPY;J;n@}vbH?F=NW7kt$8$CpejXCJ}i8(Uj{
zv!dsFNHuu7<f8^rl)5K?hIF16XloN&%KAq-nUi44BbkHo%1=p~&>ijOA)|P%Cs<1=
z%sx_QgUInJ>ieiZ^2p#`H-svcINxfwx^V2Ji;aCwB}tW5{-w{zX;`3rU2At=S5xS=
z0_{xdZE-38ejKfkCogFBG#fYJ%K_7{yQmLd3Pe~-oLiH)6(mmzoa^zhP(7!Xlxsap
zIbc#Anonb>tA@&`0mC?drd}XP7>yZ@qDkpNeNahLw0f(SGs?*?r?Pi081UTA-$c6`
zs;I}@fM?nZfMJ}P2Jie*4hx=Fzg>Q4oCXZzBpG(9Ngiu>d8USJ)r;@drTSw&D9-LW
zPyh_$6t3&;vKI=!UAd5N$G91DLbmIHVVty9ICq57+4JL-vkUD$gQs}+{F>9H8bzuY
zbQ&;>lRO~RQZkQ}Eh^lV4@VpoEzC<v0Wge{Ca+UN(y3>a%rXr+PkjH<mkVBif1RSU
z02sze6WXa6+IRJ2kF|N=>-`ERH_<pX&kY#HNqc}(Ih0O*D`(ZX7QP`bAZwjklnT>k
zi;HI3Gf2tsTCa>++{ys70-FzVAqi{DxFmYfLr-P7mHeDwsgFFT9FgRmV(KS`VdM`I
za*^+kW^*WR-pSNQ7~JY7OMNhI+VGw7l0BMU>3$Z4I}H(rgQo}8^57?JN{GCdb_1UA
zpC{T&lhck!7($D?ot%qE??~r+l0+(8NyHAG_-(7l%EaEHN4NkOZsG<tQ9_QGXeTox
z+?BEC5{!jX>yPRVjW5#}y>Pp7C%G14_MuQ8c}^WUq6NS(P7*Tb&QPIb{rY@z(I4uj
zQ-VQvl53m>4CB-z<6Si6D>R4jR@2PfGxZx)(m3_xF<=<yEFNtyPW23ne#=GCsc{-G
zjFU3aC|yy*vqPf#;Jz0C!#J0R#c3Fu!{9Vv80V_6IE`~j7@P(S<0MVqxlN9{?pKe)
zv(g@FR1?lN$BX5?)IU|vwu^udL{M5SEENS*;0CCI(;&0~rGHz!dhh-<I>pn#acUrj
z6AYsjJtgGf0GVLMpLsU_h1RV(&9;_CdDz0US(E$D@3iOMWUWLIV(0EqLfBJBs_LyF
zjV-Y+2Q@3X_ep})uy^0#w{*XGv&f(;+m|_NBG8yfJ%TrfVU2>_M%$eZT)1Y>zX$gJ
zcRoIL|3m#o3Jy~)3Ht)61r3Q#ubs+(Ck9gk(ncRC`sKl2w1f5Q&h~K3J5}YEVa<P#
zQN>J<iQj-H{FCY6Ng*wPD1`KiEFj)JgpCDiYSEf3>WE`bX**j!eT+zImA%v}GkoAx
z4xo!=ZM#2CqJc_?l}0+~oLu<CU=veWuG8!>bVsBmPo1vWfrAMb`)m`z7!SPE$Nr_f
zb+(GL84+!Fp=NIjZq^Ov3~JH9z%7oUbsy;m6|vY-#BrAj*0Ehr_Fr_v!dH^gSF8Tw
z{E^N*4r*I!Y0H$HeMZg#g7^(&?K5!DLs265+q*SN6WEW+F?^S>MF}M0!X(DdR=xHv
zvAl#R|Cl_7-hU3F&VW&zu}^>la5YNJp<IsM=UAm$j)TAY5LOcK(Vk5%opk6yCWoXE
zNm=mCL}NNJy{f=9xv|1D3_?3m>HoY^%X#u-^wqC=9L@+Lb2Hr4O)DQp6>f^EIPIm3
zX?W!h?rul_K;OPc@~QwB#z}X`fl`Q+Lx!-VjEqdAp&=JxuPmvQfNn}tymP1IplmEE
z!xsf641aKv4L+F3>6Xu;^H&`D&@pr@*<z`(bTWNA0UD^`5m!1V=i)_09F{R!sUs-i
zA6`5UqFC-~`_;6gqod0bJwpr_Zjzp1MrH#&Lz2mhT(_f_gT4QJ8Teqpp9$9f8=oFn
z(+9~dRXYX1a67aFI4$IGYIteaL|!44#Xby91BP+ZYUVTx#i`U@H)wCa=7(<AfMJ}p
zVmPfsaaO)?@Xji05j)xHwXc(_bf_M#?*<Ixq!q-u*MpN})phVjc+vyY-}!Ln^5)@i
z@(VAsZav#=e~x&6Sga>?Az6XqVm0%uM7o2~^XHEo(yq8h&cx_6DqgYY+|(t1zR`N?
z>ro)46%icaS!N9w#`y=l76K9CnOSe99G=|jL+xUAF`5{{-sNq8ZxGanntJ;%^^{px
z&vRBD)Cbe^C(#pyIg><r6}?N8+7R8X;&TYc{j#4LuK~k&uZw<;!MX{gyRa6@Y!xg`
z>Vww|@yL0X&<1#WRv%7cD2VEkYZCt?!6Z{M3F)uZhtnw(i^A_l>95rL5iMqNW%6>T
zL5JH<9cghg!J0VhpZ)cE7J?KQI1L!)jvmxV=Pa$>RJeJ05Xqw~%FOWsU>K(!c`u#P
zNQ<W?o|yOhk<Oi9eO1z`XMp4&jHitf-#DG$>>7m!iK)|)rcM;>vuQ~w!3vK`>d9+A
zlR?wX=}PSNZrr@8CN^4;v!ptlc~u*=XorpAMKx$EH)?S!4T-W?VZg&Xd=A}<YN<5F
zGSBHL$6NPV!YojCVaOlu4qpKv+<H@L{Z=OxdLiDl@a~QU5@864K`6ICoOgPKa*@v!
zQnIdMN*WzAU>K*~V!b0H4Zhc4Wcd8ixNCoufq)n$Gy{fl(&#z8L+MnzwRLvymo0Y8
zCf98PrvU?;=B*he>lG>Q>DFu!j3R+3Z1nV3jQAls8Bk%#mk|)>{@5V@>g|;Vk=@Ef
zMsMMz(vz(~X5WDs7l;s;yxv|0ChBTGbkKQ&6gqMUlnI2r%@^G`;Hx*DD~-f=ow~fz
zZovRyHWQVIWT(FrK25Fx&y9RajYt=CmFZtc^A}zD<;$0jA>Y`;H6t#KFO(~q83^Pe
z$Tkoq9&k<}>v{ooxG8!UEf6PfvsGLAQj=Af9{1GBJJ=5q(AZ&^56)oOr2^o&9g)^P
zCM{{wMAeFi5%1PX?b`v$LjP#r*3UCbK~Nqrm=y{`m}i4ewvUFe7+tGUZno^4%q$2+
zB5|Awz9O}D{k?I|oFT{rk1mLc!b7a&2=RiaU%bOA<BJNY%Z*YTN+3=g2;@^@L2b&@
zDBhBhw>w8LLz85OG;RZiaSQ*dWP<lzZL=aT{Y2sB;mkt!G0d9%1`OkT3iLV@I39$P
zGf{oe{-MzaTMG9TIlLqm&V!-DYrqr!cL=rEnxI`0{&?a&6>fYq^3(1u^g!AA;}hEw
z?+HGCD1Ht^q$k;Q@mN3wZeS#6aV*Ic4L_pkj>e7Ohi~sa_nqDN1U2B$bx{yb1BP)f
zBqEA*=rt&aXt{LaHC^?Qr;=0ZcGXV|LpY<!sxyS<Q!%*MWKr6`v?R(*<vH@RO1NpG
zb4!(|vKYlER0F|!$1z|Oa=Qu!(1{^<uY}8V#RwQsPv_FEO2pWm0UwCNf|rqvHwa{)
zY$A;g6>geiPd#pj>N%q&vo*ZR@@*9!e{$a|JCF?%qbb^vi{c2ZiaF%@>rJX`RN_Xc
zl9LwNh}1$jJR6Ou&K#r8(7JE5VbtL^sE(5!+J@4Wt^IdIKb9Lu_b_+LLC~EwU<l_6
zKxYppd7p-_ph4hpduf2eIUCFo@J|3f5R*Y?=rns0DNwo<qZYS9wVX^zxfTu9CHd6h
z4uOz6$0m5MC>ijKKZ`g+k4K;vIv|sc-Rc9Jfv5my0WgG9ECQlmwFut32+X-yap|3(
z;}-G2Z?l(QKPMLf?Vncl=2^>9C#0rO%CdM8St=|87qz{fetr!D=w?i_$CWHmNEFtT
zdnyckZQEZytNhMqMpb;dCf0{xa-?-CC#ixUbzWA^!MyKFHTHp}gwozjLm<{PF9}jG
zV6w`aJ@Ma7x))|};eP2}{%CGVr#!^S#5Z{LvzoKS3)KSqZzL8`uG<RitMf9W3yH!?
z@UIxwV$w;U^<(?@Ux@EnzO5pN!hn%dh+SPW({j_Xe%gnAC|pPs)_rYf)gM~xCqxHa
zZdfX!LLsjD3VI!gv$F?M3Y(s}a6|T1n;Wxe%eu;_R%}?6F`a7P5SD79(xIpV*l>`A
z5*~H18f(_xU#rbKd#avAGLJ`RZhHPw39+_|I(jG~3WDdMqv-2EL|2Le_sR`h*wsgv
zby)r6`s%C_=QY9JrZjl&#gvvG_A*$NHRS1Sg<4|fyYf%~3==AxVU11h&U-uG-F0~#
zpVcuhY0um1c8g^(WK;ACkO8mo+igiCim9};BHyK#A@W%^sJAK8cQ>B>!WPkx=<M^<
z*(n&Rpvhvub3>F_nqICKS!RQnzH9fj_P;EA789oExK0au(1!Y`TvRlJ3>e0%>G0Am
z-_(Kw;e$m!{rBek<pLn+78$M|55;f5EBqqAaG-dHegg+}khH@N>upJ0H*%hlFd}2X
zDD0m3?!_rhF*xGOpt2eenaQCP8!(JhFA83q{OZAHV}E*P_jSs5l^crFfMJ}paya7%
z-ive3fi^!?AAbU2gRyhkFKa*}XV7WDFiu)poCyM_ea^b2kSMHE$<MDV+Vn@CWqtbN
zJ-ybo1Wrk3K`@L{+{~APB^F2XbV>vz@@HWY(G5&0F>d#f*{{Oi-TlaO#tTLi1j7xa
z(t3ESrvd5C9Mr;li}LMpuk7+!Kb+ikDD9Ub=z`IL0mCg&lB_@pBqtdGld?+Z6KS7;
z7nCTh3Ip%mT_`gE4L7UvnYrmPyb9WrscMYW0|)f&j`g;HTHN4Bs#OX~4z2Q8$N@dk
zpX*S}i00XZ{+-h6?>y(T4*ePN{O^~WgzJ$3!wnEw&U130H9;}W9;qDl<S$rSHrCqv
zeL^)o(AVo@C#1sqsafld{soH>hjL@zxKl;X^2SFrJI{v>TSoCuYvlF(*=PMyEUVq8
zvu<z8B+y>uObV5?Hy5?u-R)t>+TNXA&ehv@izY#L-GE`7n`lKV(H?KU=7e7w)V-kR
zTK)^te!MHQ0mJAirb{`cCepr0g_{M_<EMn=rGgC}4KJ)O(|XjlMfwFdxN7T+h(b0M
z*3n~ge`xXh8aS6YaqpLV;48hzlPo&VNH*({>wI70{Cl69jjZVIhchK~BwB8mux;r*
z$Qz+PoM%I^oH-F+Xu&>!e0r?(KQE;(X9d9i7_A11WaUykpQiFao2twERKsG^abeo&
z^qv>7fV~ikvtsYE(}ot^>9eN%-t~+6kMHxDloi>#@9SS%eDAZe2VVWxFSB;xIqOg?
zbM9+%?&mo>eAWwhwtRbU@xz+3`NWR{D1w$j>8i3sIlwQ$(c2hj14fOr%rj|du-`4a
zUh(W+9Ap1DJip}ovrnP7V+EZa&D4M)oC|2Bri9hBN+nIq_9v&}E-lqRF;%!gX-P6n
zfO*b*)P-~w0K+Yur7<cYTd*^beLVwNTp~Szg@&3$hZ7=Bz6V;`O?C!P2c(W6Uu}xa
z(2fj7b=9){7)?7Q(G$7SkU3t~M%$QL@+E4{EyljY$n__gr=RDQ7YInGre>haJNpB|
zugJ@>@$?gurvpc%eHf|3<i*zxp#*a8oEg-bmmBid82)CQu|#pBC5e>CB<Z!P$nJlu
zjKsU?wo;&{%T@)h$4S}-;D4doVQx`xoL550kz)^!SvD3a{C`Gh{MyLF3XD35IIl{6
zY7(SH0O{|PzRM)6BZeZCm>95}Nu*=?lN_>9=;3DLhMFgN&TFy-O@!eQW)dOE!y|Lb
z$j(HZCO*i7ogRBVza(Te>(R8;!t&zeFZlc>?en-u&PcVyMY1MC@&Z@((#7!<56vRn
zAO@mIVkVKpn|GC$!wKV@a{N(K?GVW<71sIQneRNaITkT?F<)%^D!sH=beI(94LO9G
z44xoLY0GoolpKpEoK&!-hy#jLvl>J(%90kKeOi!zp<#=m?!XB=Ckex)YbmK`@ei}&
z88AE+TI9XPMwT&UpXc>RciMnqoE2$3ilEgbh|sNv{(TBLy6}F5`w@mv^%KJ|(uom3
zT2zW`5LzXr?n?8YulQm>=@s)p$*$R%9g>hwVnmXY7)rKryBUUT1BS`gbJ)vY$yRt5
zt9OFJ@YjH0oCk>J2$F^%Muc%IH?}?lhLP&U%xhazsTQrACuaO{rY1#H7#ouT!#K&U
z0<UX=qXx0^$b>*O^$~`v>L-R_#A|7KBe(%pe<5UvG|i}BLx3v{Yr+xC(^ZPj8a>Zw
z*>K*H(>tE0u8NZ87m&ixYQQL3<xDkn3YlZ0sL$%xq4MP7&rxWzp;H(zgmWXv5>dOj
zw#rPRdv)D;xpE^y@S}sP8y|U}Zrlv>2Jf|UlPF7Sd=uLD=;1CrA(@%$AVd@fpV8SO
zv7(;vauI>=NlxVCA6D8j?U^8_9#xGba_9<H)05Tv<7!WC$ww&FfuxMS_2Hb3#<&B{
zyToX(ietd54&Q`{GU+nHRNmM_Iq^n>W1;~=IBU|_k_Hhd*{xr%o{5Oa9g*76ap+NV
z&(g{Zvib-!@am_aZSFgu&VP#VSL`^T!~J~|JyEaiGLq6JX4}LmEn)_i|4mCG^M0UG
z=k`sSHg57iHYJ4~>6g?;n5NWE3`0y4omxVjs?grHn*aaY&{v|Ne%-qE`wtuXFLZv<
zqhHi8b?f~<wj_sXrqXF<hC5vtFp785r{7o!p8w*f?Nc+5uKvVtZ7S}3J**HLFu-}W
zNobsTHsWC$WZ`BTukmFMqcoDRy$nmuO&Q~iL>fi9JQs<p4HCjgpRpJjFhoMr|BM7H
znIu!uAaZd0-_g+cKcgWTBC9Cq4~5b(C}4+H^$})CRzJCC|7EmwTy6B9Q7{_bxb86g
z6qW#k#bF3AU`V?Dh(LdYb95XnXB{(WISXFOc+XQGVP?Jhi8oQkEfy++VSkR^H+B6*
zNN&9?V<tC<rR~NL8v}-LE}{bfJyiwQ*xraEN*&RO^6hvRM7foD-`q9N@dgazZcQ3!
zT>GREohR8@25z~!O;Ic0lyI}yfFazpZP>RH@y0EH92cD8)JLB4Eue!=9_lBCVVvCw
z=R62S(Duo<cg23IG;&m%#(Mjt4cA#1x_uh(jDHZ|1F=rhco<7bHiDXI;%nI~^?l@>
zRv)xWi>_+2yt}jlV|dk!$QKk4A}Dv%|059;yLEUGj9XB3)Nmhyqt0yH+UtwOl-14<
zK?8>9eUCU89;Z4NS~b7>E3ZPSu&S8>Lpa4W6p_Y;co<VFjCdF@gp;O9{sh{hqQlBE
zr_fa&Vdk~^iDN?*VtWS3MVy~7_k{yZ$eJPV)$t&*`Urzt{lqW|_f429)laB|CF?Go
z{&mBl;ReirA)JeEK45YkK%k8@caT$sAp`~ta9*t%x^Rme>v&z9l8V!Id59PvOD`|=
z%fVSA_=1vyFVsgE_Nbp+>({@;QR82jxFV`NP>SYBI-Z!z&JM$W72d#kK*Ka(z!0xQ
z1L1{Ro~bq`@WZ}gcxAv4&ZQ)X<B1=|a6QpIbzEv%PvoM(O7bp^3>B_N3Gy+^$JI_^
zVXcmp7>i&5FbcUtxhox;;Jr8#Kiu&8(S3LmNV+7P15V1c8-&w<VVn&jgn$csm!KKA
zYY@FuaJYtRoIysF#j>OJ5Rjqn{x=X^RPesY?_armv8Mw(5RLds*@kzuloJFITWWf%
zI)!NeiyC2PyHPP>yr^KMn?Dp)52K2r>JU*y1xF~m4?G3P2u7o2(+=xwl)HrP1QVpT
zPsObK0I<P#DJf-auI;3D&rBHuZqcz&6jr_V^YZt#!gjA-?`3XvqVAWVh~O?F3Axi3
z&H~<7o8)c^sZ%yfMPdXoA%+Ah)3QWV4RuNOOA?AVk)=GI<bDmKO2rUN3^O|Nonvr=
z8k5`XN)_L+mg}_xD*~~aO4LfE)~H~=advc9B$6dBP|VKmm_Y+Iq7%-DUgJ1ZsXU#S
zoxcJt$aGRcXST^sPW&k8Mc|CHHFT^byO2^y8QYxg666rkO@)5{TG>LKA49PiBkoY#
zOi=GxuT{)*c1sX#7G@iwN}t3XJp(!dcc7ydj=8ufO~O4urZWbA5D6C2q#%WnKt&h}
z(l`>NSZUS~^5+#I1<gaH2(T-WjJkWSUTJ)9Hn*DI2gi)wJzhz<*6|);P!<!T1o{?;
zr3WwiV*Pa}j=g|t+ze$l3B*EJ-51Y;)+xhS#hsdh<tk8A22lmIWK`jnN>EENm=i92
zre^$K_$P|4i+&pFi5zv0A3PIZmrg1I-fKfQ;F<D;M0qqqu(JD0`=p1lOSjJa`5@-A
zddEJmuDej>P$NgAz!d<`jgV3lh=x0XZ5Ww(#>kIDm{o@*;&_@eRB(8v`*BEY%7Qx|
z65=S5UIe@a4X=7b(#`*QJb{U)G=t8;P~r`ECSJpPw>gz&LT_`5Ig?0yic6A|;CbcM
zsL3t8O_W`T5F4uQy}A>!F690Bng30ASehp*1BP*aMmR5q;^YgbE&tfpFTB__98Lp<
zasEVHF9Qt={@49e(-CKq1AS{^$ca!6s3&|U4BZ9{x1r_OJD1e5YAFpOOeQ!3hH+}K
z^^T-^vBup<ka5ZRcc^q2FpQH%+c`$?UYwl%LS@<xgVTUvoU{N*3H9PU(JXG|y$i6N
z%R2#td?<;ViB;H?Xak<{U!(Dh=_Do%g~ob0%%iS8!i<{w$<-e>==r#uWWRL#+>s;k
zuy}?Qz6oPr2-AcC!^Bf|IA<$*97MKMSpEx>qF6>mRt$HMjiU)e1!ouM51av|U~HhJ
zi3&bN@rU!B1UW<?RPdcHe{fgI)9zVxq@5-QVIftaf^U}jgO~TEqKbSvCTMR`H}QNW
zzt~-?TY?_vlq5>8)#|Q0=+ay8;yMjsG;A;+DnvGnLHS<|94Vd7HX<Za`fUgXO05bh
zJ=F8|VVG>dFbB2T@5QMep|yUkH23@K6A{R(W=cgYglcz8Bz9BbUc};}M81Mk#HYYN
z@_@$^I2EpX3*}gaQZqTE4mtZmyQty<-E6-|P-n`K0mC?j0~q49h;3Rzr2dE0L>~>?
z-2e9Ezku^(=om|pIFMj%-gKsLt;pl7SI47UNb*OI7X`_Xx;(bz!__DByndECc3UVB
z92Tw&Sz(A^XAiYSIcGxY<b_Zkz7OhV>6j)DMBZB}zPyzOqD|=gH$+-kg-7i$&N58t
zAQ1Tr{2kQV;dBheB7ecvi^9UAqL*Cn5-r~sgt25+T<ICT^UDbXpqNz+iRBTg=^~4o
zo`yyRZh$7boVMNuI9z%_{hDtb8#Gu;HU&+<7a2(#+#?;i1nGv1irkRMRU7423R+X;
zaNyEgeT13r>L-R_yn3p6$Bt85o$g6#vWr6TxXIYT8%7xd&9ReGwHB#bp8e;_t(8tE
zm}4hZUSN?Vp4C!C;_sZ5vs80PD!Iu0SMAcCdi7VA1ZC$!CDnl8-qQFw=R<MIOZdXb
zv7NACX`ht{a5QJB0mC>;k<1jAhOBVoqmF*Ad3q)0f#E-3z%cd{!X8Jq_HelW-<Ep4
zZhBP<HP0;Vbz`LQHDH+DB}8utf4>}9J)LkQD|-zaZo;s`fMN8McTycmH((u*+q<0i
zIM1sO-iTX9(%`_oZ9;BVZ+Z?fhbCMBHMynj)Y2cQ9yHnHS{8Il{7Z^oJW)f1c1cpe
zjPo1d48--OfbTANN-kvI=9Nx;gyD?($?fSpJzdTdy~YVtF~rrHzlZP{gK5Apz1Ilm
zCOKWS#X>!%?0VUJ4V;Em!+>F&WS>(wiCvOseDamVe5B8Tx?cru9E_h#U(OGb=0k*^
z3QI;}!q-%$MnJfMQoQ~E&m_F}ttbPY@smV3mnD83k95nthRKPY|3b<$@m3aPlXFc<
z1;8*)vb;GvB+d;)GZmI}+qk0N_{?*@Cm65%8ZeCWG{!Cv)gvhbx7NXD2elu&JL=|e
z3z7lDc(t(<LE1zs74Gw>$TI%wxw;FBeN7vN(SNy5AR?^mrbbUxFB-}E+fV3~Qujhd
z0y~3r+uNc=T^nG%>ZCkS?o!tk5g@_cv$U^`++>g%s&VeMwLM?_Bf;FWcu7^ck<C3z
zu6}D&vduG^GVx|;<cQSdT=;(4-CspK0~J=89)Gu6{U98{Kl|)~my3-17__;ODVjF5
zTJUBG30<yEIdIX-^xKY&c!zF;l?rQFWYo9w2<w*LwtQV9_haEtDfF0G5U4<e8|tL9
z+Ey*zz03p0AyF+Rm%e(j>2Q$YIx^{4NY18N?xS7T*KO|YbDoewrzw@1-7g82f7!`C
z52m*FnISREBAKiA4xj3;9$&f0!~a)0CpOX4FCyxr#wR%$6glqIOV}v0YQ)@IKg~yE
zwd#Pz%gb4dvE_^IxKYOkK6W8Njm3;me#N>od?HgP8<uo>y~4SSa~4R@3W$991sQEh
zZ~1!D7mwbqR}xB~8i??xW#WO*f+}zWWG{906L-B0$kPqpslMub)aAj4>BW!2Sfhe)
z8ZeBLh;WJ!yceg8V5jN1xYdTc+a_tENm85}M1wc|@jvOkUfO#G!KE_KwV!w>1dE2o
zDJ03!Ea%&@TYqi7{Nx9<^-$_#t(P1Lj}%U$X5RhJ{eAJIf!Rd^hPz1j4bCpfwnQ3O
zDs<F{^77^BujynpOKndDOn(OH2<%{v#=_c(MCY-qkaq9<At}=mbK&t_V^75+OHAr_
zA73hV7^eZ}G{Ja<#DL-6P6cS-R#?Y7!djD(V~<N!7jAk-=BcDU!tBWECs*(KRxes~
z6XVbtj3sLbEiP18Lq9A$W@`1hK5JR!Ze4EFo~zF=w8%NvL=QYm+~w`-M?_Wv{HKW%
zzMXyhT%Qvm#Y8VZO2v001TG~wkrG6YqB^U)%JM}`Wjb076m{>jy!xuTH{rJ>!l+FK
z46|47Jzkuw->Tc0Flv(l!#GL%2*mcy%v9HJChGsfPf*OiLxj4x<U%_)WuA#0Mh|tM
z55o*exCe#_*Se5*Z?70Q>pSrx_U$GqsV^=)O(|lHjaBW@R%+!3yA_`JcbJWp&!BRn
zzL4Ow51m<@s`JL26~piA3IQ=DpR}kTIIPpMwr`&L<#K}4ITQ;k0u^HSmgsaE4Rs9#
zQQYCnSBD}>gJwCeX>uVrpWrkI1(EX~&PghT4>Qt<#xTWEKzO(#5UUvKBg`PFpNv~M
zXDK>kdfCOUeWlln=}>T=_kaA%)cx5QB*R(5fFXJ*#f|d^cDX>To8rcwlZ?$nKk3D<
zPw)D4={r?U<3&E~2GhX|yA%p1PR`*1;JKM;u$Baht7fuu;8Tf~Y7iDGtQ$+xclRHT
zP=;x@)SP(vVNXj%@iRPXaF>yez#2PeV$fKzCr<5GmR)RKyBBR&g1}06y-{hFhlp=f
zSZ(u;emmhw>~43?{GrX}or4*?D!}nnfj=#Klsz&>1jXoDQf83L=}fOTkTbV8*J?_Q
z<Y9RNO<J#DbJ?Z=mHYmk(n#!y#O(YFL<pEhTeQyBbLoj**?-h1;<MC8m~1`jCx%g+
zl_TN4F>^Zx)271uz5Tkol0K`8$JIt}THp9_c)B^oLPtx<uJz@T5@mNCy2a;|5Fqv+
zV7Vx)iBCO$=~`8!MoPPD>Nj^!xtqHpZ-`G**CX>UQ@3tIT}wtT;4q{<@?4za=bONA
zS15OsGYE{rc0}nkL}A5O-`Ano)9A`a^`G5(|4KMGxw7l&dW7h;?D~W8^FNPx4Wgtz
z%-lzprpNpib5AwAJA3u?<Wp0IaJQVFX_YP32@e>g_RCFAPjZmi*P{TihN(Wn%wP2r
zn<Th@@g&Nz<CD_HAghv`0sYWThYG9g-oM%eUimwLKWMIrDN1w4DK1A(&ltH%A?Qwh
zsBY@%SShZ5sU9aUC0Oc%DQQfUK+gsxV#;e_ly+_iqxuLVjOr(bVZ7~V1c!+c6upvN
zTU73WzBfkukOSew_ov2}f0Rd1tUl&4vUc{~IV-m`!E>p#Utd*ZM263)5Ze2_=Oe6F
z6Cf0EORiNvy*Zsn&`zMP73)X*4L5?U!l{oiBdC62LlyULH6btEUnM;2I3Xo9%T3^_
zwM4dks*f;DsGovfrWB(s@YIrPgvKeelj0U;$C01UjA}rqY-5o(V2EtGfOl4q1igYH
zNSM_z*ZOtUEz>XjPFZ_C0Cdp$YQQkg*9q~5p*Z=Ntv<r^UHuf~!YAmY9LvscQhapZ
z<;MS|I&^;-&T3)6FrDG~sqzC`mmfK^CjHe;;rMC55YAGd&e=d>5ZTvt=sHBp9~FFm
z#2<N1fO_M#+o%{>4wf~|a(q}(A5KY$Me{@|2_8>U^I3Z164+S{_6F@#DqE;)8`~*#
zZqdWO5$Iu2zv`lH*ciP3bbtwM{!wBT=5nwga;TU3prw!C?HCdW0q;GADKLI*Qw>ah
zAri`xq4-%}mrFBDj0%5w;13jmn_-a98}JIhU4-zL55+Ih;-X59*8&J=b-7?^z8Nr#
zvm^;q4CO)39FGLcK~t11LrN*6y-#q)Pqm67fwVm`SR*p3a6?qZi6_FmTbiU9#x`XR
zVdjjZCSqk1e%xCH@yMvg%}_O`c4#vpYwAzocx1pRoX*==X96)uL@~lPmRs53|01wK
z@bL-iWK6%*^rWm&$RrTNn*S$Rw|^qcrP@<6>(mk98<49OGQO*iFq29B#4w5}p2^`I
zPbs`GQOYfbl24ZoT|EpK#z_;xsS!GOyxPbG1L+sl1S$ay(43$KJmbGkOo{9`4%ab3
ztY)cIA7MD5e&TBu#wwm9h-#nYIChA|TiJ3vHx|YfoB_jlDV-a<Wt_}0sTnSIGp128
zbBemA{?CJ7g#5+Q)@-EJGI1(~7owR^!B2@EbMU`EdsJ@D2rL{hKBkPJ8!o-%7)ZEZ
zgv4nWI?B9Z@S`ZIQF`zMSt;nbn;dAaNNOQmP`!;AmANtfBBEDJ<;6NI$#RmNg_zz&
z1bJ~9FpP5%5rp?!L6AKnRF-7F*(qRNIMfCVqoxOAaE(c*@j?ZRZfGG$RAtpADv0Bg
zo1^!@FnaNJOyf}2%heS21nGovG#pL?hH*BIz;Je>N$xeZN*|HE39hrqUf?uh2Mid-
zX#r=T=!m3LBtHr2z9eI&+UzJ|vr*{488D2t6mhp`fAMH%5L)(yQNBcB761c=(SA<U
zmdC6ZgW<{;hxv+xp`@FS%FHA~gPs(|avElNG+?-$Gt^EbIpT)9SPQxwHkO&2FJF2Q
z^-?N#L!{Lxy5{ZfkB^OnifX8V1`JbL3=1>NCOxo5gyA-ezxoKnZS@leO)zeHw-A2#
zi8vrn41-*b{sJW-qz)O(Fkl$@J%qeOO0Gj!_I~-iYmi*C0<Gc$!pOA&qtHu9s1>Tg
zS-1akf6RFJmfU#b=l4EdM}|)0cxAv4PQIpdu8a9+cO^4A71rlV2hG@V%fEcqne6I+
zfBP}=Z(%uIkCsJRLg%s2O<AT>M!NX#;}VxVS^lFixtl(&{>pCyE`RB>lFLTCn0Z!Y
zqwEBX&S;ue#gzYcf24=QLMk%+QenvlDq-(<ddm-=yfSj0I4uj(#l$e!A#J*+kh#8g
z=ldJxy%LTc1`OD7wMJ<C7jmto*~!EF@?}Urg@A=`QcBw-wTn)I&=@0Nz|aUZC5`1Y
z^*_!Vzv4{}BI`jV@+JhLdiE+(N1{Pwc2=73{L)rDqY^hJ9I_()8JUzA+kO}*M8WRK
z{6PaQn#obkAhUip#nyBNy`pdpWeBxXNk5#nay1=<dEijNdjfwbv}XuyEU3@TP>A&t
zI_j*$u5qf?6<tg9dJ*xE3fFZRSLrIRiK<l$zXqbv*62);VtN-<p@L)S_(N6cLseo>
z1<znONpv-;m*JZaWjCsYSftEUN}GXHO33TrVe+bnz8Q4aL-k+{oK*SGpDQ<lXm*ec
z(>#^#rFc)U__~sPUK<nVGkGdK5=#24F1t=%YIR3xpF>Y`gG9~1+HDsd-`3_L96MYO
z52v#P(cBt8=FMW8F2M9I1Gq~0oURf?bBDdhE<d>?=SsCmpL4$i(Y)ZbQ0)*bY0Zci
zCH;L<v+;^Z4|{^00cW$I?Tn9=>Lbirt9}ad93r{QpNh2u$*Vm0+fU3%4NjyXM+(}M
z`Uum4`iWt<2O>*-Ie$;2_s>l6wu1n!ppNj7L4Aa2M*YOT+}w;vXmy*}OenjU)#@Wm
zE9xgc&2uZ_6k6VF#blbn@-XcfFsdE->_D+ZF>55xf>>n`7zVik!^peR^pERD>)lOp
z2WfXV*}FY3jJv164R5<_#DS5_hN0V2@1}HnU>J9Q!hNfkDJI)xuRXQ@S1k;q7D{<I
zV>TcK{l7Tt(R8zuL<1i7+^m8Ba<<vXGfQePd>#=hNc_jO8B*0FL4kCq(QA%jf6jB7
zfW)9R+JND)p#98Aq;)LPvz4u#ziM#XLDhZM<lCQ&$Sd3#OS8Kij-u_33M+DJlS%Pq
z0du8&>8MJNbfT-YOTcE=BhvBc#Ms=_>>U57%<N#3oSZE1^HgtbGc6R8h5bToWf@|b
z0a5+Y7g1Q!3kgm;hbxNg10c%XU<-g@<dm9=HY3XJ$H*!Fq)0;PhKeFtf)qT8ICYU1
z0K>>h`Ec4vF6!N0?kTN(R?Xy@AD_Cj3kd!vR8?f%Yhj&nkG@^<N`kouUW%(6n|QI2
z&zd!QXXzjF6Nu4IQ-c&r6NpHr_1Al8sVqCpV5czv0U|Q1P+=8)E&cpG^{XHu@^h8$
zef^CFLW>lFO^S%qN%ll<pz@(nxHFYKHzq#jo7=QJ6ad5AAvMLJH`_3rddHPd_TGxi
z?q6zWb-I(DK{GaP8F~gEBiSytT%#-U&J4-IqQ5BL^SR9Ox+|pTINfBkdKZ@#kqSQR
z#N4MB@BE?%n!SZ!yebV(7YTfsqB)2$Hn9j%(#hFKFP|eHEYK5Cx-1~!VzY-L_SE*r
zs&TTjP!;~mNM(@ampR0Otvk|g0_T6}sC9#yqXD*Gq>3f{BU5uyMnR3ra9?-OO>%gK
zN+o0Rr)sUQu0CHDnb8aNZTncK>0LE{NU3wWOa5q-@*E0}J~>Z+#6(C6<&OcwL;Vyn
zC@ME&Y;I;qhC@DyOT5x@FV+jO1Rcjr3>pIip4+HJOAts3HhwcrasuxbhD{;TlW3Zh
z5)}ExBX`L{Gx83&QJEWSK$YYC{&X9OFES{{W~8%?&S_M*UY>X^QQFL4?5SJC(eF3h
z*+xFGSgnrV59cqWpi1}q>r~4eS*^|pJ0%BS$)n*8mQ4>i6o8b8xr2x)+J|@>tUEHZ
z)JK@zQvDQUeHIK7p+BzSQlFZnR31#Qq@Mma1i_YqPyh^*N=$b~OX1S+9D^f|NO&0#
zqQ0Kw@G{0f5G|}ex#S`1al$YvaU++g5lYU8K?#-MRZ7i8nnN@qBy9lAr|6OJ=n<L2
zO$qQ+;zoqW>0c2cjj*qjHZzP0ohAkh<E#pF&XrJ{Y`vDwI<z7hI1L!aISuG=`6PDF
z9Gua-EMXl|2|=Ed6-uoEqcGp(nBV`}Q-j|f4EF-*XPN+Njbpw6LpZ;t@s6iCBomt0
zl#5>!mi6&N108=WpS5x1>2nV+?Izp{rqfbLNzC2biGtvR@z)AnBuu3*XucNo-U=)-
z!SAgYxTx)qiPq{QW+i1*y2^|nocwXj(Cis69IxTCx;9xle)Szlzu-{lJH$Sb_(Fwc
zz%c%Y2!AEmVXzEfQ^BjQ88&6E^5X&Lq%3jhD?>Ab3Ts~R*qIL<L%!bQFZXJ;^1Ysd
zrGm^<pi%E;cA;-7ET>O{8dJW9^U4!%m8!dTO;_5*1bBK_aG9s!Dz=Nmf7d^>yr$S*
zLeNKg97v>@8j;l{H+S5)axz9(^}HX61r@H9+XKTrA4N2{X>fEG^PZ0Ut4Nh-nCH$l
zsZwYwJmS?zj0sD#QnjqDgUSqu8Q$OLjFXc=bD{6AGc(ib!~3a5*@fGG&+MkVrBQmj
zC9Rb3&$)NT@Fj1q>L0FK1`Kygv(}4q&G0otTMdQF=C@~uZGWI%?{GK`7{)mkT@RGS
zt|Rg`A@pp75=9tcUcIYGAyHUOqh=MV^1-J*tId52TaQZJghmV<RjxUR*-gqWF(;-+
zGK<6<V($^GJBVm_nNU(;T{;kbyu(tU{H^DJPTw8d=u;!C_W}0qT-G5l=6Lf5G<!A5
zNDs=nf3Lmp)7)=;*1AbqJ6}964X{GWgywxfC=Ug}Gg~yg7yp5dZ@fFK(sw><;=6&@
zKC4(94=fnj_MiUvE^FqlRX7tJUzax{aK+~`$`i}cxpel8&cpCP!B-cKZy8y)P+O;s
z6fAAOE%JHQ`zK}Nq24x|_AMOMcChaGZW^!%zuhDk1Eje*>xayq`!4PDS)U9z@M!-k
z`!PTh1yXwkahwY4iHFKG*iA6yYPbKT8(`F&-A_32m`!?CrZ^;sRhJ5OR^seA%pt1d
zJWNe^cMv|cshhkoa$>+JoKm?lR%02^P|9ch{PJ|C(c3SfYsL;@z!1(lv`C7+7&!Sn
z)u+<8+ajtw84jlbLpbXKr(J^j{v!!=q*y)W658U)WleM5#hC343@q{77|;5m*Q1Dn
z;2Hmeg#VnxucLL=e>pqxsmE}V9$t7@^PIt}g;pe_n<lX{UdoV;6exMI_r7QP;0~b8
zwdO<SS6R&yOt6Fsi_d@&rHhowIMH2*ndsu9w9Javk|R9_LUxc+AN;tPJ~XPIEcL<N
z`j*JN3+;k!WatzH=TNaGz5jl*s1IegLfGtO+lr1mGcGnpuEj<r6Iw4H*q5YOfNQRK
z-)}pAep%J1&2TN8^LNrcDLui3dPIR&sXJKV{f*}y!P!u{qBmzQIC!)rjQ=&OD|d}r
zaQ3kokB1W;1BSTJkkB1O5r{;@Y)GbLIW6E*q&~tZ=jtbhVXQmAPh8j!AlpwCQf#Fq
zS^ePT<ei&_CK9Fr1BM%@0&xt)3RBkqp+|(^$O<SRIKOtX|3BKk1H7uD`I~YRl0XPe
zKtPIwUZfX+Tp*!I?@~10B$tx|X`CcLh=nFaz=9&6fJhPPMT&s*j`SjM6#)SuC?Fz&
z)Nf|@?3{D&Zu0t%eDCwT`y9#K-_Fj?&hF06&cf3(z;tHt!^Kh^kBTH8CFk5mL!7fW
zT;D+3Z<hvlEki0Lo-zR+rIIiu8iA>^81+ER-j@v7g1sHvoRe&L^iUXjXB;GJIJef=
zr-Az6f!uAreWx05TN$W9jkBO3Zu=nSN?%MKwGLhro=T?zV19!%c1($eFoyvq-nNEJ
zLn-bASUs?msB?fR0}HM7niskcbvJZs<H9S%{Lmu8;y4Q$LLY$~uVozTxN=~H*1t{O
zu~kO2b!xv|`?kc{sY93rWKw$%xyjG=g_yM26^&b8htUdt$_kBNb%c8W{9;5Er?HN;
zRcG(mVqqo`dD*FLYM6R*+~t8zV+SWG1b@}B&~jFJcz<f~`cAFy>$&5)u6%=83Sz(*
z$EHL5G3YZZv`hJ~^t>9?%&FBM`C`%9zb9D?ug2k&j~(Kf>v1o3#UtZdo4I2voZQg_
zjU20|3b5oUz<(F(9!9^_4`8KOXeauP>r=Wfw4-dzPZs8RBf(-4pVWha#(zz3aj}Of
zb+n#Z)2Oh4udQj})V5wdHv6X>cz4xQGwW)zNF_)##<xsNw&zdiZqHA72X{Rl+t6uj
z<RmPsPcy7(%0sQ#3m$Om)th<xt+<A8_Wd0vu~vT+s&aMm$2-2;+sA3FVkCM_0N~-b
zAAkQ&+pTYbd?$y`P5mc*rPb6&NW+~Kwl3y3mf?1T_(+%4K>UelNGb7Fma!gr;8&&?
zur_Z03OJY?;MBq%Bza~%U1{|(irbjPre#LTd6wu2|0&RW3b>Mz;?g1qr@9g#(vwBE
zu{VNPp?$g{sbP&5U<4FilTf+b<9^UVrXJ%vLYdG|1uwBlf_Hx=6$n3twqa)fS<4RL
zZbGU+qM-`Hu!8&$*y@T(ggB}=9kZ+W>BEsXEVP!NoLs(q1#C0L2RdDtVz<Pf7U#UN
z-@#7A#-k%E5UL+Rj45ms8Xv$|V1-ui&7Q+97O(5nCf=(t=GQT>nG}_xK#ULg!YK=S
z!Y>1up1hpNXo&N~#^E!Wtk9ag`&ENcvx_;k1?}gbz1X7`$nGQF`&rNsc6sD?1J^Dz
zkvh7ew9(_!9u_Yi=F~<{`f=xmi=bViKk(1o)Jimj`4(bs;+Qz>*ja#fIUrzWztc6H
zT2;@0l&)cjX%1m)d`dKgxf(Gyb4+WnQlg?2cul+zCM7m8v!EeNmSZ+Qmn+OD8V2Km
zXmOykLTfPS<qoY<;PwZ1H@*b$TaX1uRx||P45xvujAa}B;+NVtsXq+@3;0Fpu7J7C
z7gM4k%ua~8nv3BAb{8_Md5W&s`OC<bPVMir{XZN(21RSb<OV>ZA<X`Wx!o7D$*dBk
zR~-bS{Q9JyYJTvc)m^Mgjw#U)=EpeE1aZ+O@NC1Zm$5KiC~(TL_SGx1W*@H(?Ak50
znuefp4l^dO(Po?TPMk|^aQTaN@bc4va?|^~{4QW}3u2p%4`1wi!}SuJHhdB=ds35I
z&7H<RE_rJfn=$gh{d>>1fv1i#dY^Y!8)KPvoC1xByjqKXhxTEmn=cG>YT?C7x4PPT
z6jVE&556pDs4488^G+stHq-Oz{`F3Q<J*1P#i{vyQOkH^^g?P%Ry2fp9QoYsi#fXf
z;jhY%=;zc<S3CA(>FoJ{DJ?T38p6y#%)K1bADX9Qp*2ZLJ`y=O7TzqL^h&EOU(E%~
zT}b0#f6j!4Ffmx%*v~P4&I_1WX!Ab1;cieq0Y*pk>TjR!n+ceEIA#_!gxLWwJ%tle
zA#75QW^W&}$J1T#4yVBk5nBY%Qi9SC3B&Bd-xq+$V|-5v5<I&hG#4^uJF@yQRnFWf
zeD9ip%NOG_6cRa;#7DY;8HNB8|C|X8VIo7u3?TGs0Cy=~3)2k!%fJoyAYxNAAPyT4
z5(mMksY&z@sTcp!Z>cW)tufQLE`A3Fq6PUWD<qpVYC_|@FeMtoYzT0kV75R`#v}Ix
z+_dQHK>)1Kik|OsKkkL5POVYs{7_Fs2dgDdP&!9g*BkiGG%MgalAg7yE&{i{2)z;w
z?;1?xwuRSs@qZlYl?YQ#)Vuw{rc7an(`?#*4ahwq_~Htjxtj}jIQG=>mIf=dGr4De
z(&%C+*eLVCX=+m#at8m0KGA!W0eUR73*Xnh^3RUG@VKk_LH5U*iTEML8gY!jCaj9N
z3K>I?4&xS1m{^#H{g(y#Wg`FEBG(Hd$5?2u70+mO<L&3*KC1a)9Offuczz(kLi;AV
ze1R3efprrff`Jk+_QU}O=6%$$&{~5JyhK2GCw&O=k1TTIC8&fI+KBa6_9YI16d>Y5
zkpFHY--UgN1zmci4?+GRBsnyhu?;*rTM{3F{D4KSpFz#SLi2pQ?blLGVf7_G1bJ)J
z6xMwXeF5;!3T^N4>Z$ch*LKo}ATJ4W6XfjJ8w>4scn<HwE8uh!AEX@^XJLGgg7?!q
z!(_(_?TcHvMr;`mlPPzGM#3ms!8*sbkroER%t8t2089&A6gvb9t=GNsb6)tqfm8eR
z%7<wadUdD$S#TiebAAZMiAm*efZ<BUk-@xj^MNC6M0)tx2f4~PHT|b6aqVk1r(cHS
zFAKqj8gf9g%LwuA_$ar5F#zmA3@o&M<tu&rcpCUZUrHIVsm({V=+~D~I_4-1#h%52
z5(;Qyc}CLd3A}iMFm6aQ5>t~f<kFfaU(CO+NYv%La2?nDAhT8$73gdDEwt$_R<jt}
z#62F@g@1;nnP;QBBX%(-*U>}B3e(@<=cEtf>QzAFt+3x~;BFYm|1Um>o$|<z)N08U
zWPHImHmvj{+>vI>giI{-Ll(Y7dOtlEvW$hs(@TK46CcDvZAkyXH<}Kk6iNgO%1=Tc
zi%bJk898R~4%-cR?ka`A8Sx>==i11vZiO1y|1|L-$RGVXa$^pc2fJsEh1O}+nprtc
zLh@4aLGp+JQp{qR059)Gx(0y8zzk>|s_{)a%z)wpQt<Qflm!ie<H<jJ3<DzA!1>2k
z{oG^E)R%W8T&fWtB=yzU(AB&ZmRtlG(Njh7SW$skS8`;s4%xBYcpcwB_o(GQlYUIT
z58n!G(SSnmvry63aDFTgJe`$`58?-p)rE(DE>0YCph4Qa{9~uOFLi)5FS<2e7zV~k
za=(a?ti5;s^-B?c!<@ot7Xiw^kA!J<t7bkoA-HUdy2>2z4!tYXYAk@?Xi@nqow^iV
z%BeXnM9f${YzWzuQ(%!y@{Hq%{w;8=wcodNbY%zZa-FLdb&48Pj>wy1pP1<AjW7x#
z`u_7#*Spt+Q;3Y6`L|5$7Ek2gTIB3{HFHC0{jQEl9Uls(nL#&xz4Q5rA<io1z$t{2
z3rDvFeb6|bQ@hcv`Be)M`W);KlbN-k;q2u&?bM@|XBYIYhYR|N)lQroO62#^e46Cf
zak9Wdo1Noi>E=gahj_OA^399$M_7B1WYnhsaCAVfbx2U+r=!D?6=WgkgOnEiJI4E5
zNfyB%F|aV*j&L+C&d5b?^+o}0X5<;na&1HLi{uaVA;|9{`Tw?sf;>02m@SeW2Fr4f
z1--0GAEdE(_HBIbK)aZ61v*ww0qxMLZ8+KOJq>(~+sF0a`0)%_Hj4f_g34o#P}Fdi
zC5?^|>F%*0uYv5C<d(0ID?5a|aVLE)>aSNqEb<ztnpjXUI^7qA##&)kWhl%F-Y?<d
zRbX)J(N!7D8tg?eFKY2i?3u=JqoB&t+2;mzYwtAXV%r`12QY^8x8PfA^mfPeTSdUb
z?RR%*j#Cp_S=xaouf}IgRz@oHv0fNu8}VgO=%HQDJL!XDWzjo~8Q2;u%-QjZ@Xuet
zct19)w!mR*%F4I#He)HshatJy(`ykO3yo*{E$TE~E6<Z?Kg5xfiD|VRYLH^Q1C8|*
z#s~t8<%L&oV!*g!s(G-k7qB`k%oldxUDeVJKAMrYKg5>^_I^aY{T@JIp<}g1+(^}~
zS2@(8+Qg2;US3obliV`iWEI7h(l`ln2gFe101MIyO{B)A7Bs^a1a@<4?qT>&74U8S
ziu;?kid(B&RYy+}4Ix|G2|wF*g5R`(*`DXxcnp}PhXh5%<u&EjvUz?xVap*>6^hNC
z_2j#_+ho4N{X5I$z!c;?)IZjR_D9L-!mjv8Hx6*IAHZs{pyvbVgPJlKF`0$5cPn3p
zLY5NoLEUQ2aQ0lQf{f@1|8vAYft@B#${WQBfCuTZHlo@IJ=lf(V_}|)+SYYK%Z8yj
zG6#XxyL`?cF5rjL5DT<fM~ghu<5zt&aN`N?>oyX5>oF;@k{Z!GB|a3Vjp9$#2$IbL
zo9wM2qFAsT0Ya}~B+(G&a>O*{ZMBfo+ZH(K#!-%$1r1@&22xM%775-dlz7xE#7v40
zMcc)nh=wp%A*MfIwt##T_L0e1wOJ$utVBbwYZ2A~usyv%#f2=g779>_hCnxPUQ-g|
z^=L0xiWC<g3Rv+cin$@!+Xx%L@=B=FQ)M$~K)2i%em3{T(4pN&{2T-eyz6aBU%C>3
zS7UMTgI-zgA09{^;52hrm2?`|_dv1_c1x_##Pv6A+xmzJx9=9PrpE_B%6El+Y|+O(
zN<8EVd>p~8f4q9NDL#Nx8HTi%4X0V*%;PPdr9J-+GZyh`tyz;BSJ<gts@~w<m!&Gw
z#PKK2Gkh;<v+pEzVVR629B~Ia;cz9Q9l-OwA4-C=x<ZvNPIhc-HN<j_*&A|j-#|z8
z+z_4WKdxBB{I4df8p0Lx08A^D>ph*Fzl76R>f4YRL7#rm?l<s}pZW5$DNA>bbQ;?^
zi8T@_Eza*fdc5lBTi+=*x)$>*Z+DJ-_Z0|#iMri9@XR-pEauC>vH%Y7VJ(DL4%mek
z&{?bhcx)rAfW$|-+{fZiL_<1jZHu{RGLq3eJ0>)Ivs5u~evBx+Cbqpc*jg^u!bOU?
zFa8nQ$we>G6TU@niXMNYtsT<9*=G`X-j*Kf>&}?~__7WOCxUsj_5{*ba=GruSp*C7
z)-bqQFOHeD`TdWZIgJ&Zgsn``0$VP@rT33^9@RDpf~z=*)jMR*dGH1#pf<PN?EHnP
z)}RKh8npfr94$-k1#N%hhV7`{TH~2Hk=gXjy$^7Ar0C->XH+_k&vZ&-gfv<_$Rwt~
z#y9|^Wg}lOfhI2M)2mCKSjY+Z4Q~jWXs|VOGgvEnHaYC#N5Pg3SsO}wFObg7Jv{Qg
z&R;>8hG9-jR?kW_)U$n1FAGv&Nfg{?1LefPXeNEMLE5$j%ldWd4sjTFUTNF+!o^8Y
zgK2-5iDI&qXs8Cv*lEVL>2IQo2MhC(25f_CXs@)c@+O4USF!INN;i#4g%@~g=m}-b
z+Zyb@^@QY_@p=Npd}jqkRa<LuKYczJ7glIv@S^Z@ut)ykc*9*M#@2-9NKO=?L}tt$
zXwx?iw2pdZguy~<9Jj7x2LlXMLbKVo&s42$_0s@s@gcsrvW$4@k&Ugt9|>p6&6_WK
zb@lVTe5A-EEzwX@(9>zmLtXK+O$=44tjzIMJ~&4RzP|2@tBX@qm=X<Pq7T&giec*5
ziLB7JjL7{oM}g{K((|?}75kSCm~)wqW<^7o24b?6pPzw`S{vPQYcCFLw3o{UJ{(f0
zwzVG_jP!ilZG4Qg85Z>JFMXKe=Oi#!<j`I%db{QMQ8}I3v?*6YKiR^wfU>o!1?guX
zDTn02F)+{O{-)(eH?P)%W^Lg^&zjACdb;l1#;y;-w9r7U|G8c-IgPEHBm!ZuFz@L=
zvOGS6{Q=%;PEre*pAAZ)@pv5Y8jqWM<x0<%HpQ@(#eUp7is>-TeF<El%+v3qW>*Wt
zX3cmFz+fuIKQls^h6Fwo1!%4;8JkQx+&>7>`aL^O91zqJG0l~wwW8$~6YhLo^|)TE
zc+%SRxovyIP;5CCbY0s_MEo1A-p?R8<G_4ol$mVWrd?>;Dxlt5u%$oF1$7Ixg4x%-
zdyJf=^ZXU2^&3)Sk9%Z$YXsc|QjdR2W{kX+c6?kO4>QN*an%M<q9Iug2U$UyGsv~p
z2Ho&p$b5}p+t4c(jS>wZe~rj_5E);RwJ)5xdoUY!rkO5(i@giNK>xUPo;B#(ea&7w
zH`u8)d4Bt#rf*Gv-W|(?YYPkr{_%}JyHw}_-p$YtI#iz;M<IAtc+i{I=hg{X3>Ing
z*;+k9et|0&{LI<7j=GG6rgv;sD&ZKc@A};d%lM*6DGD7Z0ya*^Li>8wl6&sq(U63F
zdP02Dx^I#XaX*uZ0Z%sQark1XrFnF-kME67h8ahh{~%*OYTK{S6z#<BoSoMWhPdO_
z8z1D$eY=&@*u`3CL!rkK_zg||z!8%g)@)osdV87@am~t>u;~DITUeY)G}OZf5tBLm
z{PY+YW2`V=@_E5YACTjd^SKL~f`vJ7Y#Ly$8+Cjyh831E6IRVw$WZik4j{oo3$1Gm
zUQr1aTjGN_vwVN{V;nkG<IhmzyP`k&N|0RF!W0M>#RX&@3v+vPFiaCy45(VmU+u?S
z)!bj*w%6I?Pom&Jv0GcbMb!*c(_D?9J3A8^!u$h;Y#KAj{hY(VLhF5Hk}<q8+<p?t
zKGKb2yeXkbgM~uK7cwOg`&40(wxGIWp*2bSeaFCYFad<Hq(V6@i*ye;Gv~EkSSuEk
z^^QEPxQbyacn9fC$5|Hi)N+g7uCii$n0~3Bp%V}JcA`W>n5%#XFn8jh-^(n~-cEcd
z%$@j?CO!!HAtL9ce32~B1iOLvh2&mPU`sTF-6IIFLm&}_3lc0Sx8eWIq`r#y@Qyvh
zZ<P?!c|dP`QTf@~?EY9mA+rKVlx(CZst`IzUUY?wBpQ;@8(2jkW4?o);O#@@zw&Y_
zNul-<4I#%Mau6YV`)mH2;A0UwFN21>F}@iy{u_22Vu#qUGZ9O69au?-U%&_dSqdiw
zE8so)jMZ@%ARCWh(e(^f{B7jcuXXD1;oi<insmg6LaW7}C`62OFE=bCJppYDNEPdb
z@H6{}q<L9<D1gPEyzbI7V_XP<3kYDPO_9c$q5_GAIJe@6{8$JPk0YX8_lX{hznF3u
z-y7mv4qJ$Mz@g>o)e3<h?nZ;$>)Xw#E?iSK622xV=hQYDUC00UsH!z7S@9u$?D&^Q
zq_e53Anb2NUifs=%f|l9&xs`(YKj%)VaJ?sDDF|sf^d}EY}?Hva~_R{rtl~a8>U1<
zm{u5u9g|N16(Gla(Pm%GZx#cXrf(<$rxGko=RE9DMD&yJ4OuBp=<MeDPxEecs!`i%
zI(~F^m6}BXeK+ml<;u+=sI70ecJ~|4h_)nH7xymc^agFSBGAZ7BR<GOkOd93*7E$A
z>#@A(E}#c)#l=Oq|KmHAle3I(p3aAf^%y(S#ZzhPsooOB@{fthS=efd6%b$-a@xbq
zuP^BY?$H<LeSM}`=|ozO**Z?5p{7`e;^tQRM_4eMOF?+->{8gF&{kUu0;ahM#y_(?
zw@gEreNp7*aqS6Qd0}Cmum38ZTY%^4js09aS<nz>Bx0KD#>W7caS>(3uT#OHYps=M
zlIAXKX?Yzidi%D7jv6Re;6=^?yO@XtrPQYna}Aks1paCm=<6V_Xycv%cf-DDY4wn`
zuQt7F%yY)Kt8g_grtY!YwHIO@(u2HOYehxQP0r%_FtH4@qI)?BoDFhMw!^BnC|bXK
zZ49?NCas%0$?d{O91EM$)rb#;<r9B0Q!j3?4nGY9FVH11IoS=lScX7eGN}U2S$0oN
zte8tbTg+v_Ten`!wF?3fj~$50^YYV@AT;S-6lMAl4gopZUWnZEPUolNi&>~pW_Sm_
zM!;fb%rFgz^jtr5b@Mmg%VWuS2GX<R4zp|VM_S`yN!z0*z`4!(!KcQae1f^A%oCJd
zs4iGo7ETxlaU_xx{Ul67c&EeJ0Dqaub|hl4X|I;sO1SM6Q*CGAQ|r)QD{V^oEW9&J
z`>9y9-5KvV=rF^omR=|N>$Bi%O_tjZGpsl{d$mF++J>X;(;Lsl<A7yck=b?S3)otE
zRWtN-$0{qPf+OEF`IbP0rPrpOS-bh%lzhUTbFTywh=|+MVt;Snpmf||s~?tPKbZF1
zg5(pomv6`P_+~*v#>I+$Gh2HITSD;wJLhzmw|{qWXzf1U+5_-s9wEb5B;YKJnA&CK
z+GWrba|`ZU?Zz-OPT~QXd=`U*P-ZX(q%h^#JZvW43hJ`=L%n|nd|vVdgaGF~Juj(Q
z&`{va+=4SrW)hTWsI@0if~I-4B0hwJfYg=Da~3p&X?Y0EXag2o#fK%F`z-$Io%xq`
zW702kTaTBvxdiD5CcRq!IX63YbQ<Qi-jX1lz=&%NVq5<rj@t_;K~4f0p<el|NSBT`
zJ6QT+g~ON+o?>&%#l|skOb$%$)@dMmPt9#NYc19-(@<;i#)c<PWMqsxj%B7|Zg4EL
zqJjN`oi}g8fs*-=ZeU;q_{J<7!?U46=#KahZt75|HIx0du?OZnK(SUQT;t)KNqoSu
zlsz`f_jCnbVoHv6#np^Ubj7gDR~N80EXd^32Q~CVY^a~?N|k1d|I>_e5m6oO-EMFH
z?0?%IUO~{H4zA&<8SuYBTT%Y@H*<NS`I92f&;#ok>B=o%<w3k1O;F~Uv*nMZ6`{~_
z625i7Zg&{bLP5+XV(oA9n@Ti<X$3XfG5PefH%xnbdhv?Ox73Hxz}NmZOo@gttsrR`
z6CM@eF`}5+(LAoT+Ah{QL_?VQFgn$YxU%R;R^o#quCkyZOe^Bm&L@Y0^M=YDfA05t
zSG)#f+EQOk8x3JrL_SShY7Jk7x|vJeENBR`Dq@;TU5f|B3@1erae3O3=nF$>Rm)+9
z3$roYTIXf(0R%U!TENjsg15g+C?^HeC<eSlLoKQSE%H3qfuJ*UE7EK#J`}ZxKhZfI
z)iN682F4b5dX_7?*W(<07xjY65#l4=SkEnT7Bqx87BQ>(Vrum|)@`%^mTTgJbjHFI
ze<B*f9EH*d=>jn#kRS*%M1}KQ4^}7rxAnAj%gBB=P#hA_t6Av=h6uu(V(l;_8sd2Z
z@*L2`fLtgB#%J4h7i1X3hoaNOpUg0@y_VK(Mqs}#M(Q*5aauR0{A@R;W?sEiKWKhu
zr?#v3+#dP9#B5>a6-?`Pl|(}#IE$)a9uJiP$>~^V)xIAzqDD|_NQcvL?uJD_;qKd9
ziCeic_z@e#r@p`W(6Jc<;fT$&uFLTB7Ypsc-kZ59_`yc@Grd>A{l7JJisPZ`co2n!
zwkJ>Z#K()_D)ifhGWPx0Z;-XbxsRN2CDqS4fF29&`5)IF4*adTlRku!W<^7-4GsoO
z(+Cv>{Wq|nODXh`ZeYwCDA7{f=VM`>)4+3B+zRdr6Gn(#p2xxrfPt_Z9$a?GQiq*P
z9lE&^G;i-9x6-!P+7wDA(NJRwKw~@saBeHFWE9I@$(JtC5O50w&ez@TGNNN!Kv<1W
z3L?ckAc0FX1a95u^RwOO`*nKto6b6rqT`3POIN*I8FNIN2_>w|D~_qRZ`G{{0Ui(X
zH0Zu3rU7kw@z$y_i}jcu06oD9ZQo1{c3E(llwY1~Xla&p-^`w&<L%*l$J}uM3ujlh
z|7Y!Im`t!Tnn=4T;Q@_sk169$*Vg@Wyh3NjR<NQ&KZEP{{is;tE~EDR%R{<M_^qu|
zY@_k12);EhSLg4<ud9GVV0W#-cbAoINQl<X++1a|{ZDJmYE=eeG{O$ob3NP-h-bN`
zT4t8dg|-6&u`%C;3Lk-d2_4q%7w`H`RG=*e#k!Yk7fsXiohMIA=;qWePnog(aPIe2
zqT%x-Jcj$$AN3<goS96$gOOUsIo>;#Xp(xp@5$dAQj`ps9(tkN50ixd*sw&?er2PX
z|D1yU4y}^micKBmG*HUWAJ%rTRMm3d<ev*J;{u!08@N^hiWL1wD-3R}!3AZSDN7tY
zc>ZUIjahYV($A5}mZspnWAmCH+f?wo#-&Ct+Wx`rt`PY0!j@0JY+|Uy!DB=mkkGux
zqI#Rl7*63+*a>Yg#-o>IiNF8aG3DAoe$p44ez>HK<x|**R)<}*p~Moqa-8^PV7Vv?
zF=W9g>~_4T)TFl(g2Br^_-TV$uTQu66s#*6<}RD*B+qvazMb@GGeZ|{D{nDx?TESm
z2cmHJQ@Jlf^aPhYa}juN?)g)|5Myh)2vEVemXSk*JIqf(EE-3dgCvZ3e)ISbc)OcL
zOFU;u-nuGhpYG`?Q}MpDVvI^OWO}UIUZ!%7!fx1lcv|I2L!meOH(GmU$^*;oz&e}n
zB_$fdT!9*L48t+}^s)}HJy=*7lG2MTZ*y@t9ue?uLRK_{X<fSV)AIp~`f}t`_-i!(
zhRYH+Rcl~*g>&IG1Rjf)aT;Zt593=z$Iyp}MZ>=u20FwSIIp`8Gy~()@zrCe@<sBL
zcI@QIg7jmg95VO9@h_Y{TFI#uYWa7qfy*#UuNjNRMlBXv(8)Xvw|owmQ*&)Uz9PB~
z88j=x&S49OJFuzV2f;TXw}^O2T7<5(gf<&k(5$TOo|?b*hNX|KdDXgq0qF;!;W}pC
z(Qb9V^Tj&{D?>iqdATb6xDEU>UQUE8LNt?8<1s`NQ5c>KMST>2GB;Ne7f|LnuC<U~
zHY~fe9HOzCTn{%US49Vm=^Aq3n6`}^SY~%GTzA!qY8{+nvB4to*r5Usjer0%ZOO=)
zzn*C9G)#v+3vgnt9{x}bJTbt9($N|@*3~C-<goJ>N>lsIg2%gGY}y4lGrjd}z=lE-
z%v%+w!n8Yj<a^)!4P)B89%ZeidGEraPr#5sTCvqgcgh-JTT7E65Fd(Vj`$NDm=Umb
zqu)=rZuFnJzGO+RwQxT4VT(p92Q0^UofS9=?MaX6#FoxQ%zP)MaZq8QExk1BT4X~A
z`&rO9cxl+`dWujoz5vSw5%%mhfxpwhi#AYEckEIuw8D=nOfP%35G*zH90y(=T9oF#
zDyStapv%q|w}+4wUmVj>TP=Dso*O&IbYSflhl#hr>0kzcvA$E&5T<o!(wqj^LV_-c
z&Z+Qr`sBiRdSlx7U8v1iP*-T;MR;N3Yaj_0<XbcSbslm9TO_o#<ukFz8oupNI+*_k
zZ09xX5-c>H)DDL4=T9F+?-|h*I5UIFvY?^XYPNA%-U0YnXcR%ezR+`iJ)hJ9%uL)2
z;Mx)AFJkCgO(72yUqC_ppSe$1fEEJ_^ZXE=e!6n__K+$iYLVmDLg7EAckryOL@0_C
z3yK7gHDm;~?;$FnpMkF%u|oT+>u+->?}Mmx@sV!4&6U)*T6;L(JDh|)Gl+%h&x0d9
zakeK`z!r+Ux-^HK#XKjm1@f4QG1#hrFAZcA(-UmXBgcLymEN@|+=CS##v{&d1WE}D
z^DGnmkisEJT2KO{<jK?Bog!ValiWE9TO`pC?r4D<p%3s5m;G<P<5`Fs0Q|PYH0)lE
z2(B$_#Kv<C4E{`ZTQ(YEcoPB#0dV)U_-D+sl}p4=kH*oPfupzV-?KJ$EbMY>51$l!
zzUFsts_ZhY&|dhfU)2g5gB2E)=fr^+i?kWv^)FM~P1^%2|K7gm(?Z7n0a3u;%x~B*
z=f&5_|6o1%#xEYh3VZs#H_Ar0i*XtSVC~~IM~Dku+PIB<4vk6rHOw?NeAUBNN&OG}
z6Lo7hpu~LtXX^7$Y*83iJ^(-V<^(IWn}t8W9=fiVQyZ8&@21gpqd^3w@AW<mvP@{G
z$9@v3&@(~zd16(HJyfWIL_@%(LqHWA-3RH<@_gb&1kGy(3rewTTz73IN5QZ}Lkw3$
z?0h!tXBoFv6~Ti|@Mj*@SJN&QDK756IYJu)wr~iuLvJj!OLYpbs_`|fJo%WafioOm
z4`o3^qP7wx*bfotEa<zBN>`h;<}R)~d}kGjhA_J!pDfvl-LEQ54(SG7vV}33#RNi_
zJrR@p1P!ZQAwN8Ad~h19s4tcHV*iu0AZx&7K|`3)h-t3mE$=4fT@&|Z(uKn>3mU>4
zfS4?b`hT?DJf8hGZLb5E9)E?Z@~H=whvGvq%EX_DhFH}RHctn5PRQ^HhgNizH1kL_
zgqwu8ft+2Kf4t^2x?>|g6da2`QN$7<e~!Whoxvp#u4Q?!iOAPru0*ecvQ|bKM^-e1
zxezfuu%3dYXqg7MlY~OMyT5slqw`{&^g&+9CJ;!jW1-!c8{Q;W;cy6qG(Y56$?Gjz
zRO!0`uS%OAX3UTN6;#Ly?RuZJ1twetFOK+-V}7{R0AGpt5Fz`R7S))_29Ygq>GqF{
z)?Bg@7NX)qB)YWnPCtL);6KSF!9yxO3`_|D8{jue0$*5|2~K)D=|iO8wC>ULkNI@^
zj-Q?2KQTW@s2NNJFz3h6SU3>^(OUU$w$yn1$MlM@@e&{DqB(5${RwBp%80wP$K7e8
zJP-;gK44G(67;YBF}D6wM$Yoq^5nJrp_&p-^TnDH*7mqT0ib8kjQHuNAx#D=w7L_@
z1k}Hl1Q($H?p?3t<uouMlQ|2P|GA0QbL!s9Ag-1D5A-M%1^KE!;w0A1q@1hwd~h`b
zp5oD~glw-gsk&3nKYMpn=j1<M1pf$6c39eJPyNc%!@5J}{czn?THL9wL@CBYp{+U=
zTF{Q9z>@zoge);z`|Te0c1yTs#H_t7mFMY@UIAV1w{U8Y)?8U1UK;!i=CM!?IE~P;
z(3Z99ANMp7TwgaUOg{GV;=XiC>d(SJf`xXkkNc}NPhc@~Gd`ll%VS;S&Up>w=<#<C
zOM*AYKxO9Q3J?qPl6NJicKhDMvr~H3wnUFVG0Nf!%+E%j&~SUhj$go4q=T*AtTbSA
zBM`k55=V<*ajq?fM=WlEu+S!++`WGLXW($1aH8G1jWfY#Da9>tV+G+<!r5R?70yNf
z-K;aS*L)8<`KQD29iW;P^Dfq2S4yOt9U@zXhrA3tZ1V?|;gM))jLg6>;@>?n6<#&=
zvXRte@u9Gh;!mbSe~q=Z9*&|0?ew;hbi4Ar`Id#kMoKiq>SUBa5S*1J@N9s<t`+`M
zCg+qd!jHfXl)L@#p#-TH`6P5U%(@*br4jc0IU;suQ@EUb_(l;|TI+I_{1;;F@RT>a
zJ)@|eN1?;%ga5|QJB%ER?hL7V+SZ9Ttc4P>oAy|kbH{@)?WU%UTmB%IRsB$`-q9{$
zK%%0TXfOZo-?V48>sthUjz1&H8wJlZx>8c%kyfv{t^I|vgL>D2H<QGNqTj@yh=%&@
zJk(;GLi1psFZmdNn69g<w!e@&7~L$=d@0co=3mHpp6-zFFG0Cq&E}dvlc!XQRGc)x
z{qPN^R%+bJqnn$(4ZKQk`$#m%>ohbE7{>1L!*B%ebSq>I#D`*pi9eZ|v6zi8hPnX;
zm#0v>glGfqd?ci};#wu(>lUibdp3l@s=%-~uPP!SxZ>GXfk#5P$1>cm_}&IC0=?9m
zH{a&U$y7u(8WKESP#56c+%8|v{~P#p?AlME@M4&+jgE#<=p^L#MjHF}LZTstLxEwV
z0u)}D{HZl?i(l*T&gbxIu1fnP8pPa(aF{mQQyecdM(D|KeJl#zdQD7dk>H9;OV)9i
zvr4fr!$`mbDUK=?(iVRr8m#CbR&)ppiFxklh5HG`_BK4QviTGh^AZhW9zi&^*LeU7
z4lh2%d7d_IW<d1=>u|3rZ44wD!bFvm`J|xQl#vx*XkOwY6`v9fVzQKz7^2}RghGa`
z1`CIPpdLtz>%}(LHwal49}2d`pNNL4P_xZ<De$i8^!asmmvUe%uw<De8o+!|GyLWL
zpak#^Z;Y#doF3Ib83tbs%y8|}+{yhh%XN%9rN0}JqbJu)N@JTCPf)vrq|_8}TKGJN
z%hv(fnT236W-NgY@#OCS(J84=cWX#r;v+c8r=$>^M1z8R3E^4a<iq}etCP=~_ukm?
z`8v9yW8pe!X5iVdzl?J{WcL&jM_L{9LGCy`HZjpVhLBqmTP`_;a3mTM4tp=FAYFA1
zho03E4ewAiu9LQa4n++T4b`BwX?)1<5!d4bReCGYAm&LNy&!aOo|(f<G19~Wi*f=f
zIF@J#9Zzy)12M1SgEv1Zcv|F#LuZsU(j*$hWGCW`;{vUcqcdlk&Z)$Qf@$$5uP{wk
zf!aLq3+NCpG%Pgtm43S*@u|$TM1xG9MH!^A`5zW8V&Is1{%ouot3u5-UrWM0f}d-Z
zTwZ4BA1YZ(G|09G*;ZqUYXPPQDno@S(IDneh#8ARF<%FG9wMQ(LgDy<IYj4)4@KXJ
zKM@Uqs}+uKHQ_K!1X3vaPNG4~pOIl^m_j<X4DX)xbd-%@&G6Y(6KS^R2Ojr;=dpO4
zF+!zp5)JbF3-ZhcNl?!ots5ysOuHxXp%Ah76U9>#v|1;)U4*-T+!vyJ^;x1p%uAW;
z8Nc5I$MyUHjNB>_NHmCf1u=0|3Fl?6wCnyXMZlodBG|cW_>+*l;MM!9_O4#35ApJu
zWY#1aVD~|tf4P82jZPUl0CMi)B7)s#laz)pDQ)rf3Kk?9l-O027>1;HigtvY7kbOI
z6nEzKRa#mp6iA|>YSj8JE}&@ZKd4ywgKsf1LXw_DgP6E9&ln7a=lNDW!+Z4ppKJ5%
zF0mfG^zZs<U{Z8K$}sFCym93z_KGXXmEcZx!=-{0_plV@eu47@R!@8=Br5(yG}wAf
z8<?>kTVEJeJ*zsng<EZVRY6|sOEjVmgS}r^1SI@Qm#iw0HZ_WdNHkQ5S~W<Onx|jh
zJ#6$7m1;;dh?#*}&Fny4#<;=|NXq~PzY+~$s|^8HQ<!e}df>i_Ux@}We?xxRQXyZP
zmUZgZuA^X>8Y(^%42wT`ZG9NHn&F3WC*D8y2V73%86^K!F)Yy_!#9v&W;Rg3?Yk-X
zm39*fekB^hR`bildVUnXy+2j_N;HUh%i=e@OXGTt75qxdso+<lA#63jygxkRC8s+o
zekB^jyiNQDwbZrx&yrmRt!9_H+Bz(jOtD0R?A{^$MRn-WTfwiSnhNnsG=#0@_uI&@
zKDGOwvmR4XOdS#pV%|l5bAeC96Vg44<z03s434i}k`_60uc_x_NGMi#f9oHPeushQ
zl8hx9<oO=*jF(hA`P#ap4EIolkVP;e#hfXGEYT3STF8`om>+;Bby%W7%x_@p!-5dy
zjo?8~&N@dH)P=`QKizTY&TYJ>AqhdELCk+p2myXLyLN{iRh&EP^$KShG7X3ig*?Qc
zh=%G>cOYH9zdd~Tx>r9htKwav0n7&t|J^Dg4xBg|B+M8T4}Rh}Tuto4MoUXR{yI8j
zSdN(RY17%CmQnE`(I6iU{yiTlu`d08uyOEY=&<k-5ao5Haa`QC+7(o6NHoYsqkqpv
zEYtV@!3e*C4`+~Ty9Hb>)TXqG5s3yFY5eaQF;XGXh%4cLaI$4_{vszXKp;R=qdM2u
z*28l&NxLPQ|05@Gz%)otj{P5;G#XR2e)=5foFab=3Ju($>>P;(IjQyUWHJO^Edx(D
zDyiB>MHZc}FLz`<0fJ9g&;SEQZPfV%Sn#KvZ7z0t0fbLQzXN71AoMyPkZ1^#C2um5
zDaOGJU|>P7rfDLdr}uq>^7NogYElgN_xPJKF?zJuqcRLC6FjP)z3L$iX8t}1%w)eF
z?oeyyAk1+ksf<K}nDtOZbD;2`do~&p;j}W0XLZ?+fpgb#%hUk_+(wVY#O`pF&^r={
z_wjJylOGQKAsr=1G{pM`#(NJv-kq45BJ<9FXgit86x>Eb;Mm!o!Yxu$V&QmCk7h5E
zW>!ab8&D7%kcU45s5-3pOziFOV0i{iU0#aH+h?O8-f>Ih$&10y=C;erWk^TGe9-)&
z61qe~*s~eWrowpPW_!uQbcJ1vGeZ`bLBPTccJfNXR2Tl;OAg#cWTO$hW}sWkliy5f
zsS<^>iBPDBL?hsJyq*LHoJp>s2`YI=d?~;s8Uk-;fvY(GZ^C8*mMn?zqG$u_T#8?C
zdaTNlNHoasT3oIr;D8B<PBjb|F!-7+S`<(aj0)oKdQq^b_((U(!J-s8GYcBRXQAJ(
zz@>37O!E1Q4+W<96Qv{~%w@<k8z`y{q~Gz8hRIMQ>m<<#Y`r&jU=eQvl4<zn1`)ow
zK~)KloUzeRB?GXM{E=N;D0EdDB<GBx4H6B(Pr$yD1|`oF52x(B@mGQ6H9+V!C?y)g
z9EU9Di|pvqm7|8Nn)pyKEdFHrDn4Uj8B7Tq!ibmGyOX}_dUQ(MgD^8VteZ-)B^qQn
z6l^X}d9S0Q!krt$$HKfO^jnzrboMuIG;0S3Qj2mMDL|!{1DB|H>@y2`!pB+CF!8O7
z1KjMuEiv(tZfM}Q10iQYLzwCT9(-zaqun#^hH1ggpVa8T>SdK2BpSqoXxJP^4{X;~
zC_oO@O<>79rW^Hv8u-kDhA^4qDu3%lSdk`ZUG(TdaXyF7+(2#<VXxa%!$YDWczh1m
z6Bv=2)E3?d#}HK8T97+ry!_tM=$2>*xesWDCs$;+7o?<@|5kTVz8Mdp@PxF8f-n(R
zbV@h&II#DsKm;yQ1fv39q9K;mV}nP!!)5RI@Unm2jv1xW35f<V*Q0HSL^0&$9Vf4j
zq}ffuuS7%G7?S4+X4s${GJ3Y9%{ae+oQL#GNJ6E{0zVsTJBE+fkUV~o-BS{u(S;j^
zdKe}wd0WH%mf#rTAxd?i57+q`WQm64jBoow;<wg@E8b`DDaN)mL?jx4tLH&O9~jv)
zVStP*4J?IbNHl~z4Uq#PRrZ1_g-7ftlykO3L%>P69tZ-KnO68ngHLI2Rwq6bJc~aO
zjeyQ%lgkr=!b24o8>Z;1>$_B=Poe?L2jzTs*^!ud3F4DE=eVuD0R1X*|1;Z-g~=F9
z-eQKvc`FqobuNJY;d7^h+j=!UwusRu;(TCkhwGqTVxjrZt>o?&4t{p=k!}p(^Hvr#
zglX|$H`VR-)*4mLAJSc|is%)8qi(QDN)ioXZa^EwZULF|>pfV^7+7dL|1t!O`|s(w
zZTk2^fN9RJS<nc~jP58a6BD0;HQ0NwBfc1Xv3Xm6=*`;GR#aSU!_0z4U>d(;e{sx=
zV~CIMK$)4XpzQ}Q{QMidV{h@vo{3V^2+WMvY<ya2yvkK<`sl+#Dn7HI5tv496zWJY
zpD_2aIRy*Kz@_Og^z2w5^=TO1=s@}FIYCc6{sUa`dR&^<8j%n1y^zFU_uo&82L2Kz
zevt=%;YdkKa(mH}!RJ3*k5Boq8Wy1i%L_M6;GH_i&<{b{_G>@n#us@Ns3mL?FBsVd
z5&)+rbx!CGvHb(sO%>ZRfmdqt5GY2yL_;;;Zdoj#ty|Rb+9LlY4|6&-@quHIwWJcZ
zq#y(pgQo~aG=x`2W4x%B7<f7Zi1H90@Z)?SG5s_u(3iMFvd6p9RW|V<nA2-AGaBz2
z<d#~^!?PgK13$-v<5TFHd)V>pO=`9!uva3{Qzciil7f&`6dE-kGC47NkQ-X$9r;R!
zrQc0#F}PrrN-SjulgCrk1V0w`@6{;j7gXO3tS>J-Gwh0s<iE395<UxlAErHy@BHDJ
zo8ak%b}``<0);lla!VD8y@mxP10Z^;=QaxCU8J|)nWPhe;3HqX-8etA1n^l)P!7gu
zUwoQ9>qNUhSn_*CrzvLrTkJ~)Zx=IPEUgr);gxLT!{D)RJpK?f3bBx0Yf|ngI4NSI
zPQn6uq%Ri|4Yd--t}&dq(vk{i1LhFEX~N5P5~f5$m^iwPbYDz9h8A0{Tm_~?BQTBU
zaoqTG?NT>iBmq$jUuwRf5wPrXo*2GX^C_dC_@Lp7Bgz=%D_%jSi4VeGjp`i$x(YFV
zDR{Mng|%a$d5W&s`O8SSiqyK_%M(ZcvDfFN!I#LbjKAhi<w!lTCU>^FW4f_`d;7cP
zEWV2s=F|^q#0q_M_oexz-$JeX6m@<Y6c6fpLBrbE^jZH8cuPLyJlwo|qyB!Lz3dtd
z)6%olURM;`j-k_td5-A8ZTd(zCin_cx)kcgcOBxJU#US6U^SL-BHMLFr>K`yEQ#|A
zTo5ZSKB$|}3W>39H8Zl|x@*fDKrTX&E)mDNCB|CB4l_d*7g=;s7U0CpR3^jj%#gP0
z?4|6|-cO<I5)A?4++&RJ9hc$}U2Xp1hL7vD8^>%jS{r=@j=4PMB;{qDrQc8;I8z&M
z`PLy$PPCZ8^Un-<XC$m~-tp~wiAG>%a>hCBxsy5jIzY#VO&s$5uIN<Nno*)b%uP6k
zkD-tYM0R(_!33OWbaW*p!5+~|*nA3FE~d!kD$j&OLlrDSm0Api7bZ7w2dtDPiVl=$
z2oo2sFx8@p3&z{UCwV`J&28Npaj@|3^NFBX^zu-6@^f%eg;xV;J`*2`28cg-J>$*b
zdm((m$S#R-aTso|tU+>CDr%5ugoyOEZ16<F#kI)PWb_B^LbHd3d4vd|ZX!}R-Pj2H
zfMRDsBY-p6-qEti)BL$9mF8pGE$M7dqCw2fP%}@MQvrDM5-}}jTfF+_Kiy}%s=}0L
z5OXVH9tAj05!m7Cc$bXb`RWZX7eNMGuS$f6UK1Y*DT_Z54OPMpMuP2ic%w`Gqd=Ev
z2)!=a5b0=F@)qEv%$ocNyI5MWO7w)!ZawjRt)2@O?X1u)KWvsSAmAgXHtJ%|pwF62
z1F^sDyVT}`%XZ&HNF5(o1&2js0>pAca(#!M6LGQ7PUmTR{Z1ahO}UZx+Pi>Dd{}(j
zSD5s)0AFfiOih0fh?o7PIJOt_?<*2@nZ0?+L=lIglSCoj$uswGr`W2J(Iel+=geH&
zSPuW<ZU6W3&vR;zr;d5hVd-+840~lVe*_uZk16)7=1W-A{8Ff?0l55#gj-N>XZ+z<
zkQo+Q!dq>^-z+*D-Y_;lu&=kHdZz)eo}dA`J1!;x+*!#`*W*6$Gc2@RC-R4W60JGu
zL;Q+m3S-T5=ufHxITqU4N+Y6T_Qyd+So4Ee!*hR+&~Lud@)|vog;VIaL__Gzry3Li
z5dw-UnOw!Pao5YI|LvP1ig?&E<+JMZSKkAb8s)3n5)HA7ZVL}%S0M>$L?|R7(GWD-
zF-r!J^0nqmeOxItOnIwDqCrfiA?#c~PlWEmncb_`B#WcqRiYtWHpKnh!=l})2{#)Z
z#<*pJAdsO(rnsWK_~i?MY<MOZ@;BIR`BD?~VUaNkVQ_E=E)X9IVTeBw4GDv-ZkV01
z>lt4S9S+kv|57}`UGoa)*-YPMo<u{K13)E>x6~^pFCnD*>aHXx!bEdne97&bWhW+g
zUO#vA<<U;9bgADv=G%|&6whUR+H8qLLztE^@zbB8F~LH+d-u&l#@YE!ttY;zS8^L*
zaz3-7A<R7JoLIp4w7I6}zKvMZEBZ*HA<UsT7tHs?l%_=mrbI)S=yHa<011#D&u2lw
z`vA80;zNNe{zNo{t2P9jkE;+fU*LFP@4qpZv9!99Xb^KJP8BS9#cue5LB;T~pae;@
zN5-iI=`-HO`RMt`NK9yhSum25!NHW60H<|u#|FZt>`$^$z9sHtFTf^sR_js_xUq~&
zeGVWRSeTcUz}>d6@}KX_4aRrD_8?~t_UBA!s3q*6RWg%2CD>nK+8_V;fB#moK`QA;
zG>D1kkeRG!d6qnI9M=gtH=^qPFIAWl4Px#?iR1kvcpg0!U4UMej4xLYg=ykLp&a5*
zL_@GF`{q}md0v>@kU&=NpPsHex3TMk%(rJY8p33`H5d9~^1%eJN((Ec;8UUzn0gtM
z!PmZ+q$-B~W#EQ;n7TwdW0PnEW+vSvl9p+CpBq|i^e@UYU5N%U4<L)7*#D9`QI>!s
z9ZvmnzjZrR*Gn{j`Jj~VNmWu}vOWxss$%hwid~cpV1p_dpH9+m!P<%yTE`B>qVBeV
z9KW-xp08Wz%NA^zxdO)zOO<>BrvgV-^w=UFdOQAx(5MCH!aIV8V07%V*yR4uB6Re4
zVM;WFsg@FdZahO=tX5ugm1q$2AWFV4n$N<K@KQufVtgl9zlzJ}UYbolX7QoW81W~s
z$aJhjXJ@BHB73;wlM)S=kp>t3-Qk#4$9s#$H9Q;M4OYnxs0lLLcvYg>W=a-c(G-bB
zh)c%<NKcXONr{Q@-i%jWUh?7_>=WW)juR?NAkk1IPq30ggdU;86E|S)z3=Et0a}W7
zNHn5~Oa>f1u%ZpGdH-xYrc#w=H;D!@52Grv<(;1#G$Adv6`V>mgo<f`A#EmTCaTS|
zM(>W>ssi01r5G$o)fI4M@LKLk)>5J&_VG~#c&&PvJ6dL4`jtX35)C2aV!{)M8=%aP
zvk^yv9huP+tg$D!n_I*5F=?5hXICQV5CD&xI00?#N=^w+O!8K4sn!1%$>?=)>3SaR
zsvk?m#0u@3)Q!!$y$@;dzAn`$-^9N$e|ugagar?#Ys!R%q^-8SAKt7z_sK4}`aN}C
zzo2<*4Ap><Xb|%#R@n-BFi*?Abx`rV><7*0;zQAX@h9`@`$6VHVYq5u`R@NpnAYga
zwQY(#RqkOW8szmj^2+=V0Ui2wY#}kr4L=w=@u6T={E27?Sj{X2wRD~ETk+ogmCQ;s
zh<Os3-35Iw&d{uNwunA4FDBzldMAL|%Z)|HJtF8BRud(BR};y2u$;n@<XGIxXQmKA
zDCR`s4A<fwM>0Gx?A70Na>*kZZn4NtpQgwaz-g$UrwUf!mi1%b6(2QAd?>m|{K+f*
zDdPcGyB>eOMDSvp57TT!J|V1L0bq?Cd|$%kh=tiXHiu@qu@h<R%~#GA3^NE>&DT9G
zImI2XU^v@L3?>Jwv+XVhit6e7=Gu9U+9(q;Ni^7Br%+YZn6x%%@Imati5m*2?21H#
zn2m8E{WY#1O5&z5ISDTF!>#_r)MUsaIYc)S6EJn0S0|DymcN|_x2hL$9Q{oPfPI2?
z)GmC9p6W#xj3=LnB!Q>^Z==Sw#qQq`72z3=>?4-wsUq}uctY?6)=2Q~!oC>dRlLJH
zq~F3TyuMl_(GWhqP7eESo5XP2JwVs^DX*9K$f?S={p-Q1NHs|`q9%5_B`g(F1uQ7W
z!AuGX7su^gYwYoDiHM0HdcwyeaF1V{dl*}5=SDeWp}jqJ<o%#hK~Ak`NaMW+(%xVj
z9aJ9uUF^ib$dtrE?gV`}Mnh%sE2?J;))Ru+{JeTZuLA$h3hn-&-jfgfS=FiCI)3rZ
zR)rwxs_6YxtT8CbaEl8Z_A2>nlg~M|25%ipyH>P<(>TOiZ*djloVcLv76@AiOIY5e
zZ$cR-0Jp$#z)n@nqX&zeUgjuxss4)VON%l`32S;^V8r+p*93mHMpx_9_q98n;Z|aB
zO)bZU{O?$dA42*+Ko`A)B+-+Qu%X5=WZ#ZIH1hoP6+b~9({4tyZS5x1g|RL*QKBJC
z>@MT5FXp6uc_S8&hK#uU^^qjNJnkztiH0yg158i>%?+70dEz%qdOYnZaO+swb5q6n
zQvvyeFS0~K$SaUrGn=}F>HPTBWeZoq17SwX(<yht(^Z%f4PjcnV3%r_qa&N|m{`TB
zy>>dyUAfU*tJi9y@yI*CNQ{q!<t-ku+x1QQ9o2)sGk)-u^vVR+sI89jPOV(}=7*Oy
zLp{b`UwKG0gxMM~526Oyc~75}_H&&MpwQP!O*@!x2;L1o<%=oN2ux!!POD3x@G?{U
zbRs{jRIhjVZAAUHfGO=_BpQKfn+fcE&MbD&5t{=tWEWfz6|mqWwtW(JgkQknhlRPA
zfLEiId~mG&4}Zdg7)@bBg2<U~9Sdzn(Jr}Nxgdpg(Mb#D4Sn}ZYe2HQQh}_i@aWh}
zNF&n2$3Dmf7s?l|+FbOnpRqxbkR%#v5X#&W63L+1sU74&^u`xy(Y5OxAI=<nG}KZc
z<jOeh+aVG?)pZT)@`u|}EFG!dc52QXtkAyCw{6LL&+T<;KiBPFvwD?W&4v8*o1Xv;
z7Fw^8-5y340GcIH@2<NSnya}iKc0sgx}pAoh<@jfy<y1@gH4TAOciX^wwyVx@bpeA
zz{yoG$IyEEQ>$gjso`NQ%Zi>__8QVJ^HsIke?7mX@`fj2T5_x8<;LooDpiwc2=fZ^
zyxbR)G6RZ5yh42?8o~_5MKQ(>c?}6Z|8EqLFI!bk8i|H5%Od7VUrc^jcRWmMlJ@(K
zf#Z}eV2MUxX0jOM;{(jW>RJ(<B9CAgfaH~tXb|%Wj=~LCROFKyoC@V&36Hf2n@$~`
zm;hIBKKrxW*CjTW0L)d`76;FVjD#``VY2IBt9{$fABcMj!ED_(JvZ!JZB@TZG=#Yv
zb!i0@UVS8vnanr=%)uy`Er~{8>i)3$Fjo3vicJ~0^%a;Bjlj&Lk9g`gI8AA6e4OXZ
z<36fBl4uY!2eODy@Ik6oaF0U51|Fptid}_;YC|N6K)E4e(CB;RYj{8ApkswLv`?<{
z<-5Ye0t<Kch?q7q!s;q?;$=cZ?5;z013H04?t$_0_RSFA$l5MOD`YFt5by*X`}_=7
zUxH>53+>B$dkW+zwZv(j;jRK^b3&`Ur|kpt$2Q237tG{<NxLh&RRETW*zFFR8B6R`
zA$RlV0H(n^3qxC1UB%2KlM!q48eeth!xWxM7Dpk9rbsl@lu-cZDS&%0_Ye#V=SkJP
zW-y-G=DK*44?>zveb8f=fL+P_u+OWZ(vPUdNL*W)!n2m$H@+@=ck*m_lVM@KrFS-j
z!Zc~Fj`b_ZVbFlM)a2Mm$P(f5swO4r!LIfrD>}81Z<kLm_;XFMrq+MNUj-zmMkTon
zh-R}dowQPC+XoJ<0Z&nMY*s4aSY7%}KIjVL9GW0IIgd7mY5%)-#y$S0U{$L>+}QlQ
zY%{^aYG7-puZBmeSfQ;bG4)FQZLOVJnK2{Y415k;L(n4DkIXq=fc*}#^Tx$QCV+}!
zJWdurCh@VWMOSg|^V1*ah03tdu1qSneeHgDjihCh4s&Wuf^&IMSq*5ECt!e{5EJQ&
zi-SrIK?7N#h5Yo>o!;ev!(T64dd-=?2MVGY4CRc~P<VnPlXVD@bVm-+Ap>(2N5&o;
z>NlWf%SFjAX_UhsG8@K@F@xEHT#pt%)YG9aSfQP}^GKifGQ1?crsCjLkGH<-tfCGJ
zX1irGbUPYC9{E*|<eD+~h^9S8S;tK9tk7y)Z&d!)_F7J@Sq*2>)Jn~%pEABh#sh%~
zFSQnrR%(@!T30UE6i@A>;VRKkH=tOJ4Bib)i?NZ~i~`B+P7MinYCB^(FT9u|l0~Mo
zKEDm5oCmvZ>Gk*5bIyaO{9YOHS>JU(v~e2O5YnM{1J&aD(NoDoTlN^+0D|4;R*Q2D
z?(P&^Vo&hy@ZUDfKlm}M?PrJP8b0>9?$mPj^r|N$8ArF5SH;@X@U%W)VPCDZ<Ki0!
z+Jh7>GZt(+ONoZ0z#b)B%Ox9%QpUo}(+9bIC!DPavQ<v7+&g2V5tw>$=uvo$EhXOD
z{Uc2s3Nt6s5GX!r>hW*uj`NM?l$<LHSc!&ULjhJ^SaLQXkeI*4jJY>6nF(z)gjoYI
z*ZInnPeypXW%Hq9GX_3VVM;WF*#MiLrxp63V!RztoY!o`V4+s)?D^aEzPxhp<(4pd
z9aYhOiH3OXjP1ueK3)?x(es6%a=|Lm5N035+~A8zp5!brB^tuS{1V1SUrchLi61K3
zF3}LCftZ_oF?qY-z*#7k0#l+POnigM_|6xTco0HUU`jNEiHRzV&Aym?l>uSm;)e=M
ziH0y?2?aU|&xXXMvMsb_PyU;Z&PH5+T(tURSd!Lv3U(zLVs{~mV2iH^_+i&~VOsH`
zQ%1d(yP&mTwVET*5GM122DBQMWJu;uV&wnC>^3HY7O-m961;}he}iSAOIv+qARNrv
zPsOV3&UnY6l7U1+GB}2E-R6raG~Zn0DpSEoG=z!IBOBX&F@=_zF?AbNCRL&#Om_Wm
zhc70VCzxr$Os3srqan=aaY5<8=oYU|;`2{70tA_ju8N?3ow|2(d%w%eyC54$J{W3a
zKs8F?O2NLZ;;r^N6w74hv(ZrVort;9SERx~(IKTmq!JBb;ugg?&-t`gJ@hW-=<#U}
zix<z&mdj0G?V?YE)v>2&BxFs4_e9_r1()Y3iHZ%51VL54j#cjRZ3bzQ2zF64L!u$f
zc*NZ8i%GkGe*Bh0HPR#+!W@N|dwelTl&==O-SYe><>E!6A<W5$xz`s{%!L}yfU6AT
zlV}KYCSvaM#Uu;DhnzC|jYLD3c)iTn?~5tAhK`mMeI(HkCb}Dp1DRs>zB0)eUiqQQ
z$`GcYA<T=2`MobD*Aqy9R6F(2cbz`Kgw4`0lV}LDAix<1eKAQ^qH`6P5)EO#2yh-p
z4|npjT(rN0j2`l3loX}Bv-*`iVamo!G{mSAF%SD<(yBzXP|<jahA?{~=8<QMIS4V2
z`eF)Q*MtvQ!KXw+e2zfOW4@STrpjs>lxPSOGvpY@eKCa?vvMy>G=#}=R^;gnTQ!LG
z^qOCI+p_7l)6sM6$qf%OcwtJrJB3Uo8sZf<Kc3tX`Va+XHX_g1+=>fpPeALq#6)-*
z?O6ij1melvBF0;&Qse$l0zl*B$=y9wbpa<EfqhH>sH4zPKJQ8Wx5Wi!0P*DRk~s7k
zcGNk*G)_R_g(=PA3VBL2q)=B8^Q12(A1ts~<JMVuqgtXN%-aCx$=xZ@+c@)n&#sc*
z<Ct#mo8SMfj~+A3E<Pzx{u`hE4rqIkR+js#MGAjwP_@Rk2mQ!Xsx(kYz#&*kA?9Df
z7@z+iRg}Ui^6_n~J0_DoLU#GD#KGY~6$74M%mh5U8<55TZk+PfXl}}FyCB6Vk!VQZ
z5s3MNFD6YX)@@B`T_n*EW?vLSfpC5T0=p$Q9EJNlJ^bHPk;SGKi*Or|R4L|P)RW!b
zOvQ!-U<G<Ys<)c|w+S>2f&E$<Zr30$i}&Be@)q_bnrAOeVd%2jNlP@;mtzp~j4vkV
z6ZBXpmO|$w8p520m}j3YCSJKUJieIRih@&CFr(m8q7i&%a`MYh(jj=MVA!p4P3tQ|
zz$F^QY=B!3mNq+Ik}H{=_2Iiq&{>!;ffeSg1Rh^&^AHF=7dS`Df`-8BLi;@h8Mx0O
zr1h3KWv3D!>4sT@l}lArPFxt3_+g$ETP^9oaUX?mj~f-bK}te=vKz+*IG@&h0)nst
z^C{=C_#if|JkIp&miRCVa9R1XiQfJjYv<hC!;@LDj$pSb0$4myV$?vW+rnMcr&pIe
zvG5l5%saCdmD_|F{LS`fK|_sWPksO7tBHJ{@k5yQU`(4KIm#4Mc^D)b!u%9FHXr0~
zV$+Hl8r2e=aad^dXcG@R#z1#m`g>^&-x}`^)5NuPW2w5sU{fHr(FU$}y!up(BiiE_
zcQ}bc<ib5`-1SAFAt$zinJJH*mw$XKA{4O(G#p?Ayx66coS3YP0=^`q$ifC1g?veP
zqhS&ea7K|#NrZqz*Xa+im-s0?Hz=WavM2JtP;aCgg}CnGpZV#ZL_?T4z>+|`CPa_G
z!~{pmcF!U8GZzo!Vlz#TjT8GQmFTIK7tmgLpa6W!<Hr+M!S&qclhf~%tXP$K{0al_
z`eG<Nffxb7!;kIfv(m4q7Uruw?OV&XRoW5vK!_E%`=+sBz%&TP6Rohgvg1qigx?ce
zQ6J5hT}t%Ikht=jZWIsnQ67ngF#p6p#XXA`CeQ2!SH-V5+g0qaxv*-8OEiRe4fyo<
zho?pRW~Y{nv0@IBXb846aOv@XB@t4bcwfF0ikj8bDA5pXb$~U-U|^?Rs$w8!b#5im
z5GE$lHl!dk8hqkI(R}eIvn@PVJG1g^G*y5h<;5pW&mS*&_0d-=qoAjx06U2W`9#k)
z&s)15Er1^nw!?@!(>6fHOdbyY9Mf1v|0nir-bl=W83_+mL#}2A&x3mbf5+eaxgiqW
z=fOx0_A_?5B8dMimH#RNtH*-gqS1IN^($cpM)v@)HPKJIz2K|DThD}P=X2COzrFJ#
zc3q4ZGD@Mk``H-b#tmLS=6W9lLNPIsPafPW(U4GBHjWoKro|?iFy2F$#L>jef`%{`
zpza1JqtXL573(xU5#rqseLZ{d*l`e*4q{_5{TRz`ob-*nkm#wBPaRN62n*{;g@E1Y
zIC$m&-8z=VyVd#57w;S_?$lg0#!vB_dKUyE#kWW_g#R;Y^?B?Z`$!SX5v{?{zqa<D
zh%XyT8!U;2Fx_Cz#GGRB>0Gs_Q`8`M*Qv@&lQ-6$4whNwQ=%bEmdW{|FQ0sZhM2gd
z*a`uw|G}qjB|aq@!h8-4gePw=40}p6S`G7=sklyL!)<~}obeQu(wtW<863XY_lD~w
z$ha&%FnkN?^%6J=3nrz;#X+7}NUaeAdr}>P#cVw-enh{fmOMmNgdL~(L%7k7!QE!d
zyn0rwG)#kl*MlU9Ni?D!{W+Xjq*gtCcjwSNF9bp|Eb~LO%0TTk%J7-Xl7b*3dcqGu
z{9k-~S*-VHy|3U|q9M!*IPd2Rht%M3tMwUov(AEeB!SGX_1%qG)geSJ=eP6PC8t7Q
zl-bP&+6<$#uRtVvVx9*zU~jTpa+VCmz_g7}Y1B(J1dAI5PaZh@lyE~sB8uw2JPy;u
zhhmh9KM@V#Vzxj}P*fab=H$_Yc0=XA@$(KN2gB7Vo_o8O$^b|-1dVBGJbptB2&aUI
zNZe1eLUY!eUaj(~E>10GN`nW@di5k(>v);g6UcsnDbyg^E{k7LJ@_l52Ae5t^y{bQ
z{-s0&Bs$$Pzjog?J)^B!u*pVM-yS`2soNik)nFIic);0@xBXgOOq=>q9OuD|DL8D7
zkH?FG4t)}UutGCZ`@MBEKg9U$y4hsx-nUzeFhCwDh~a`-Qp)-C{RL{naNBfgLv$||
z&dF@ZUa-5Kd`$3>o!P;*m-*=P<jsC7d*p!>@~_mbl(w}R3m;@Z^q{2jB)Eq%IoYNA
zAZMQ$FQ0Ab)P|qwIc022OX#!etgSZLNHio%G-^h9CQF+cqgdYAZ(V6I{5`x&Evc?V
zLzt~lfO%m!z|}tXs)E;Kcsekx)2=wURL>(ii>k0C8p6iKxF>I%+cm_kz-~M&X?yep
z2xSx>3ckgkh=#CVL+pIfv5AmpB+`|fmJsd5IKP$uXP72FaK*qn=MDU!V?ZkWz&;rW
zI{E?Cgg-DE_)4AU0D>EqQyyx?UhrVVk|cGBhA>fWjhB2e^%kSQ?zOR~Q@h=(L%%}3
zl%cf}4PoM)F!6YTW!U&$;ihmg-Gm8h9}IS{wo5dGiI;z5OrBB-9x4(a3QX}Qq9M%2
zh?xt9h*yU_{VsCTz#hGvTELy)CN01Fgjoa@91WrZOU3P<y~m_qPz~L1!E_m_@tUe>
z*Th3Rlu2788p3=7jX{3CK8NL_D-JKu+RgETlHUc5xnI($y-@tUcLzO%J*-iS4Q<;{
zm1qe5Lxe9x@iUkN3=+;K;U>=NOOek>6J}jeg+xPDV2F<K*f*r7<NnI;zLX0>sdsN^
zI_c?cCEF4WVWNpNYWwQ(&&#SG>oWi>>Wy!Tct-cdEAtI~MIq4;W_6qae)a7=zQ2JP
zAY@l;zAAT{0H(Cil4t~GCcfSF`<9Nb>;MZs?u=jM)#(~wN*hCo1~J)TBMaia=F6vu
zFfe0bj;I!d5)EN8CtrpyrchX|_@B|0ifwsb)pm)7Fs}og@tZFu-)?LR)4qAFb+7Vo
z{G;Miq9M%R5%Y#GCWViPJ%XZ-BpSl(jN6Bzm=-AxZY4v|rQ5)VDxP6}8rE&g(f$_^
z)pSdR)1G)m-l1%7SFn<d8ECWe_k?vO*a~;18GN#_8)9w1T_z+=a>LVzdWs^04|fLI
zVg(f)A<>AA$e4%B7lu4AuqJ3>XsMV|;#v1XDAXZmgd>N;#<-Njod;J}4M>Rw`Nr!v
z{3ShU^Kjzfp3}4Y!1YS;Ayxv0wXe2MD}s#Z37<XDp3eogKW#W<5ca*XTyNl(SHgxA
zbDEpy?!dgXB9LeZ98Zdjo4zATJnx{j-m_*zi2%$;DOo*<Mqp;FKuk#>F?EmCuDuYR
z{}H+BaW};Thz&Ga`dVs<Uf>(Q!DM3m?mMGIRs8(BLQ`NB^J>X}gm&L_0-h!7FVPU@
zb2t&^?UtCBqS|hY>%rDjQ?fiH8iAehn^GR)6vceM364{QLWP4Uxcux2BGD86HNf{2
zVy~WcPm7OAj8ip%^jCZ+x>Wqh^eUWY&OFvd>T$!z^5rn?liHUG{T|awHEtvtWScFp
z_9NT)))BvXhVM1o?w;}Fn{bipt8tIsZ#oFKEWA6jq9JTtycvy9rT9XI-)H+N@8GV-
zW7{~jr<-O}Z}$%@_KZrtYFBSmojURJ!M`PFj0(Oa#%ounet7|0bxlSeoftatU8hmg
zmqeVuX&al}J2|IxSEuo!FA3eP=J^gHoJNE%3BRvb(5WRi?>{<V6rfy3t+#81$mFA~
z?0=v~sVKOTc9W6VQl#)(Yml>Il=IP}dl%ki8%DbSXWU`~iPN)<X_M>W#^kDDPA!kK
zXq)%q;hhX2dFz^+L_?CtJKmnWc#Bu1g|yHW9||oLe<D8-Vc!BfW&Gi5tY~WIPXFDi
zC51#om}<@Dm%op}gI-hf*WR%7F<?qdG>HZ<9|Sdp6j5v?5yqYk^*9W$DWKVp`haf$
z3+>y1*H-4+l;)%lv5m=!2KjZOQe$>E*|_o-4E_o;UohatgzY;m*OpyvBznUC8v8G>
za}q31V5{MMn#0HPnk=tNNHm13mNZ}Rc<eXjBuPs&h}j-SOC}3!>KXBoRqqKJ#0)^;
zs`)Gzw(`=}=6{4~txpBjTs1jaW$Ppw#0&yVeToA|MPwTzF*T`2DqPd`+9L7=?@<vy
za8#wi5{<ylgx``^E3EZjP}-@T9CM>m^qa9NekB^j3`Q9^u&4}kBJhb`M*i%zShH&z
z-`Lo<QQtCvX-0KqK|`2G;|XRylgJ@1Lw7M>sP#*+dZ%M21-e8-=;~hU^J_rL$ck|8
zRjbj@!;Zgz9820I(I6&sVY9QsR?ObmZv3CxQF46Aug<{@^OMo*wkABWPKB(*DE15i
z5<THR#yvqn+7l>a*rbz8g~gO;s0Q417#l$OpdTa9d|+YT_=Q6|?&rD>`ew#pWI;oi
zpQ9C?<SUhp(^t0n^Q%ctO?*JUDXiBn3GpYQAx!ofEMGF(B;C1Vqs0^cI_%V1yp?om
zQ`%+dy>P78jw#U)CWf;Ze=<J#7zxF;i)b4yDXML!iU}0}Q(D?eGy+o}i(}z0Urb>_
zG@goDd9g>LAxwPW*7(~Ov)SS<A0N30_U7nc@ul(|EvMpBq9M$5?01a$^|CYk%oS`c
zPgaJ>*`>BiG=#Z>>5?xdACZunhCj*}pu&`B2(vA~84r9hDKsjJbT<+WVPf}q3WdkQ
zv+Ve28tsO?M8Ovs*~kiwhCycm#Q7uKQK_05p3j2W*a<WEmtf#{Lb^lXb99OtpGy?(
z?urjZPl`VgjgU|#Ge*j&kN&(_9<t81bsbv&S7~L&Nr?tA3!(z!;F5RN+&u&dY{vBI
zz3Hc-n6E&xzY+~%E<t6(S;*txDK$RIXCcBD1lb6<Ww0#I&@!k%p%IWm|J0+FXBYIo
zteS+m*4Su>Rc2^051kh#Uv?e|qxXmu-6YWnOr6CkuJpy^o3!;J+EjTDR-z%yir81H
zd@;E^4~Pc?e^9kuq7j(<Rj~@t|BAMshb8p)CpOIeq^zpzdE0F?h>2ld2D|vhCmEaZ
z=Bl#O%7Ci~Xp?9Nvp0H;&1at3G8zl>VN`hLndi8`$<REh$b!ZjQ|AT@m(B(j<}<)x
z6e+HBkv(%txy;{{N``Ci?ihGkiUDPUMzymiY^4Xp6t?YET*}!4@+2C<WQ&--eCfvq
zHJdiMR3RI)I2wZ|2C&t3Oo>Kd>gbRXn-)b3CtusH1j(D2S<nbf1A`@uM_lq2pR~~{
z8rVPBc~f~GR-zG@Y{Yr|dSH@Lg)VQ+GN&7%iVs4q1g-ZJW~gA(-LCj{;Nf)PODpzZ
z9ckmFuoV&w)e&x!uyt~C>Th?M5(gp4=&PPPt?zB_&6cVxj1q@|CqS8wRr(QC(gQ0w
z;$Q>a%4c)%WazN)5)cp|KGKa}(5K*F>27$=8}TQiA<W^3$scC3(H}mtbL*B#l_4^7
z)xo$gQ(p(;G0PWIq9M$Qh-toPYzadoX4QHHZaTCr{zZ1w$An?=VBaH4^n}ljVDR>n
zR|oRwQwY9(I@Xz%zhqw3N=Tw1OpI$ao<|Rm{pgKH)j?j=M*+P*?^_TO>Vkn}5onlv
z!Z^rfVzp7CC;ab`o@HIOKN7@^`o=JgFHg6thM+`4m^%Q|lOKHriQt{?fD0CQ_{3(f
z`A^{nhxkzFwD=Rz5d0Bj`H8QX`P{Y_oQ?srCpEc+Nvx$stVBbY7ZLLjSK)?eud&en
z9{A(Loqs`0z~I~MUma4aFJPLMC<_|G41%#FKjSD_Si-cdl|)0B=a5g+hi=hR$WFmy
zvq!cG>IZyE0mTvxVfMl?Ul>jhjCgjA439XnP!UWqWU0{1yoEmMk^!ODbzU2Ps*J0+
zHB2;YXAMYD2}3&zda4g?jM2werEmAI^4#o;a9+U^d0|dNDKW7`Lzos1el~M)U~TVH
zBcmV-beA7qf6%cQz9cG{3yFp>XQ5mIxh(|C4AQWS+rE#I^Yj|t5+a5wm2DXOc{f0Q
zjk{^HpdsW_*o!&1wpqQ%^J>F3Y|HE(b2jZS0+^BpOEdyAlZAH9IWI*;w1G3_v*pve
zH|UC~nWcrcM1z=*fxApF#nlRJLYIDL|LTP&OA@9;gP1LFU|DIh?b;QwwcqY>Z$rp^
zvwe?lJo<ew(=KMv`l7b5G}(6TlIR6KOEhR)L<4BY_utcV+w}2(&mVVc3_P2Yk)^Q`
z4PpL>Yl=(0n0(f)2j}%O1F9cb_ZnbIN!KJA!nD#9+WAZw_(I-ocPlxy%@v>C9Cj1k
zbCF!HEIuU~foZT4v)sOV#cvrv(BH@BiVle?TLmyBy^?4Mlj*0liWkc$t<i^<zn-$b
z4q!?;AkiQui!sGFu?#<7KDn$;hG`<aPQj-{LzsC`VFP?I$vv9In38A+GYB#B`eM?P
z1npNgn)%NuWfC`uMquh}5fYp!CO;v{qv|8V6f}f65A6v$AG~H+T6gdMa^L);J2C67
z)bA1vVY0Vf3i@Jlm*Oe7on}r43QUQHFhj843;SY{3yeqkDq}w+8p6aYJdj&kcuOJO
zK&p=$ov$Ra5!`^fs)r-b&-wDq7xS=#Z-1fepx$*Zs&>W_jo>*GySlXR@viv?fK%k@
z@OS<0<qlJgDTxL#!_lsWVj+!F;VIL~%wM>#+>2LLm=X<QwnjL7pxNV)Zh7rqHmdkF
z4@@e3z8N!Uem}gE&<ZHMHhmHef#Us3BgS|6R`0W%@OW_yWR6{&I&MQdm;j7Wq_J-#
zB^tu)2L0p7k7ve|ULDi8{-HruUo5oLfKq|=&Wv%=N4oJITd`zCL-1&OJ;mWgzvx(7
z1(;DPMo;#>M9t$hAky<muxH5!<KBjLNUv8*G*r<*oM@WC`VIy%b9G>$RVja>b%~LX
zZ*}Xr8>e1;yvoANf`%|LUyLU&OP~wqD{*+0Tz}sYl!F!8+lL#)2HoG|)NW4e+$&%2
zLx62Q+qyDOo*X(B+Rsnpy3F}&i&Oh!**w3UMRq%laa?v*;`n!8+c5gA3kxB0?e~#;
zHvGBRX{7mz_nhIpy{yl8rzSp#!wT4HX;GVdnfr89e+b<8FlgEIeuE$xt}IE3hA?lT
zM)<>f3%<#W(q=yXsamHTa8afBc~|J}t^nHv1#VX~iH2aOqcB4{x!_7vYE+ya?ZQ2d
zm(?X7oA^*zNbx7Sra}1XQM{nikheb%fh!nOD*l{vcD-xBvozaEG>F+2#~QoK6&$H2
zWB2PZkr1T?DsW)R_#CXzDnD#lzV3@5&FKRog_uP2m-~*%!3u5L(>cz!F9bKI4-=fZ
za6GvZ>cZj6hm9OLSfRbMuFT7wO73#f2l3Jot#v_*mpE5~mg2(fBbIN6?|$GKIzNqu
zOQef<OV~9U@kCG-^i&%&3%1(eF=+Gp@{2fQVqxAEgony_xaKvm<OBJND+?N`!3m2(
zV=X9!mk#h%N;VF}S%3Az8OPj`w?sa%&@R@VwxZ(VUto2_BFG?NmXON(NMk;nlm$KU
z{56bBPcHXhFB>!AM7wnxXM&f%$C+M_`xP$5JPI{{6TKadPUgyV*ldzSPw?zcn|~zi
zA|oTAiVdiOSZMUZx_H!4G4klhQf$?skvE}zI^KHqIN%0j42)FkWdT|brgmFY{-eD&
z!hrsLtP#UZJ;82xhBYCk2lyZ2*lnu_{1X;*NtBYr5&xJE-1rR42Mm%Ee+TDah2|MQ
zxb2$dXPxwc;@=5KI-`G=Te}NKa^=vm&>FXDWBe1c9<GR(A63lJh|)LWxrSNho5%Y@
zSfKb2<m`@B0w=db$q&`QF(E!ooz=r%hB1hRHmmj1q(^r*IOzlUMfK8I$R=x_LvP*=
zCP*x_@mnhnIvGCSNgskdH)>0f$Y^*tu}fM?Y+^!>#15GB+yz<44VIS?3vK7F;ZH*H
z!nvgQfZxA@)u9e?aXQ$`1FX=l)yuo4$$WSbLVO7F&%yF|0?Y*VctOre3?W6*Ez13%
zne<v7@Kyt!R~h62%irIK84#yO^-qdR)%1kq{>k86g@28A$HV)k_&D$LsM`g3--XA5
zEU?g8t=TcdQ3NJ4@d3=GLl@|H3Wsm2#3v5HWc18fV<EqqAbwFBe~||rU`zq^>TuP9
z723w$Gt16dwH6M>&5tT(B~#!hMiTFFR8=2+6(htL%t@@&9Ku&ePCH;?3Ia3-N`u{U
zcj#pSofVp=)TFl(f+3<!d>B1I8qh2YkslSp1x)b)h|DGogyG@I-Ku3TAn%Sc#6k<&
z*Ky}pV_?P>A3)w3O-LCiz>@-r;F2+z8h&Ioj1P2M0#lH~r^xj*C?1rTjzl8yu1pHN
zh?`s!?#iY{yYW!OVwr;3#Ru?U!If<q?*<)?DO(BFijaYRK-o$$aG2_qi#`zb01K_`
zPxli#jes#BK8)RbrC@O{1Va)cGqM^*6qKCeGE$O<>M5~c3i06$uKwI?{Uscrm<QWj
zgkTmG0}C@zDr^Umx~wWY`ul&-v<(ND==D*jUW_zfzS9#h#c6V4su7LXn&6!&xSz+D
zC3X!Zcd9s4Ax8IM=LEIGyMj7AfZ%=lz~|z_;=ayd)jmg}A!xRL<};aXEm5WK>#tY%
z%fGpHv2g4BaU;q$7pBy}Xj>zl562-P`E%%4Xj{9KtTnIhNvHPl7vV=r1>A57S%spS
zU}0sn;3*DHhZ)HX#WqCABPCML7|Cn^F>}prc1G26uW8|{omwFCAn#MGbASBdjcTi}
zE_G^qE6#qkL&056u}iU*BO<8-W!C_OW`?&Kvjvfnu9z5@86A2Wwh#;L?kj!9HtGeF
z%f?RSYfPQ?hf|pId$@tYLc3V>mo~q>{-slU&(ZzR(go|BMjL22sQx#oFj!F3j<)xB
z_0;;M3p$N<oWzoo=zMef+l@Mf(<^(!)Z+lN9uJJwI0i-v3vFHNMO6|;egkJX$2%Rm
z;=kW%Byy|M3v0zfEAzbnIO8!4dcJFAZ+Ea6yC%~s+kVWU2h5Dj!3yoxiqiL%t$X6s
zt^|FuVfNah%?%eHS{ARQR-EZS!i)*LZi|Haw8)uzO+6n!#O92~=CB*n!I6X9X}C$#
z3|CSth>9KXW1&$*UYQEp9!x0WaGF14Z%}xG@JBFpMC!QMux4G#mcWBda^kPh!0M^k
zv-x0ZNsJrf?!pqU*-acpT!^F|Vu0`i&{%AipKba4O}Y7nm;b)asXhPu#fncxA7{?c
zN@zT;qfGNeCJc@=AO)g*$u0ec>L`x_nd-ngZ0ol=T@SkgUV-~z;sXa^HLRl<u*2!?
z>pek6^n{OUZA|8EuvEHAY`X@*BQAi$HCNkxpP#-DTb4<z``DP~1AF-P4kP@L=AETY
z27dxH#;1(LHal>$1rZ2*RGnj?=WLZ+3|eFq=gqP-f|3!5Q$WS;OQNBsw8wt*YXeVF
zdgs;@b1tnK6{r#oq2jXzaEBnGbq764#^!3Cjff*=Q{oXjC=xa{@T3art9;C6cYHw~
zv!7wS8l-^3aBR?UOMH^6j2bb5S7heHU}x0UUW11-K>86rRiTGDj`w61Gz86#S$_b0
zFXqKq(Hv86->O@)KVZ)0m=?Pd4Pjb)B0si$;(Mq&BTo$eEi|W7t2aL6_xmr^Vgrk<
zQky{a+y&v_aVxuUS`lkmZRhwin?9RX8V5Whcfjl-$Sun+_AKW0<iE)rg$IDRgPGyC
znWG4(!oIizuPVPg?@#9FDM~$%{V)!mM~A+;fIq@Q<1g}Ff*7jZ)0|T$6lC%Htarb{
z#&D}*z=-~Tv|R^yRmJibNGM4l^ri?%vw#g0o?tE|G^I%>D(E#Nm&27LH=ZOw;HfC~
zj$N=|7YibaC>AXERP18CHWWos1QbC<)c^c;&(1mL&gMQ}^zZk1az5^y-_Fj??#|B6
z&eHK#(CdRDbSlHV%yX~T0!>510#y-?w}3vVVcProL!NW$*25dWQ-MYjE@nZ)nCbwz
zXC6EYs|ye3xGQ?!v+##kBF>jzSIxb8{uhKP95j5$sQR1>ckb!9i{^V(m4G*I(Twl<
zxBr4*p8x!b1(%Kbf@f;9tZHLN8w;ei@7}R)(<xgjSnLl%>}nRE>}+&v5y{<Oa<Zc(
za!d2hYhLPxuar@I6itW8mg8e&;;M~r+yD`y%Noc*6dXxQ3tt`8vAlQ0d4J&<lYaVQ
zEPsCkzHdVbAB*D}U@Yac2tfFz;rYvMIid7~c64;({<|kdPddVHdUfe*9s$vWGKXrR
z9?q0DrTLrY*NgDWyaT*}U?N#ui1*M-JDO3_e8lZmO$w822-i&&t+J@3253AyoF}Ts
zUi4d^1rdIsX=Qib|F%e@%$jN++O3#cR*6*_Zk40%b6QoRGRAAqbcHgfrz=iz-&m!(
zJ1+hh)?auySAVqloY^N|9^sdH?t@x~_Fxf@hqLsfGj6_bJkgjJ_blCG3P{3w&7&_6
zARRI<TsCg1a2IE&rg-YlrhCQlaE=(zV8ik=C`!D(v;F6b+kH;jJy#bypa=O|@o=Ii
zt=>BRa#Gy`dzGI3c#k(D?isq+u25Y(JjWrenv7jfN~o5o&p}o#wUMcpoqQWyM!XGb
zkB75s?u|_vokOPXz|n8tI_D@dC(qMdMBv23!|Bj}bauV|PtcWBpYBhS`BM>Z^%Fl3
zD0n!>P0e4I+2Nsxb9+`Ya_^Im_<HC&88YL8;bg$W*>FSq6|dBxQb!-|w%+x~Q-0;s
z(6B(EtL_6}Gc&O0Y_@INes$MUPKY&gyAQ28rvqV%MiMlPiA0R@0t~%#L-B{^#WJj!
zpO}U*ccV{bN6V`ZFYz2DneH5#0n~%940O(3^8FXXhwV@NR_WGFL&Mnc#<;Vz41D_6
z$FI2YoVO{D$CkHZ^YU5_BTUbSnTCcj)!m|AtfH^jXI$C8WWU}Nk6~_uhJmQ27u3&P
zsd-LA&-h)zvxo0bmb`K{DIw>%k7~>`G>q9Tfa&)Nwg=dAY%tT%Fea`C_B>sqVsps1
zUoydri<$9E3~_ikpMAS+O3``uM4YLYI|ClgdWMCaj)n_a3C2C=?gn&cJRE(haT6H;
z-f<!b8-7f+w9vu}&i#U(@t*{~u=e>xk9nErF4DsGU6AG{$GkA+0}xEZNjRI6dR?d<
zekf4PyjXgQ`H5*5_;mm`DxlFhhEv@k(?a-#EXab!AZwGh8woIksV`S<Ntv5oc<IW2
zU3&{Po!CbaG{F1-Q)x>Ktu3Mn+-N|K#OQRoiE$cv8WAU@LjUk^I6}v~V6MgYu1Xx;
zkj~>4sZFDdbRU^Q)kp4=y2JZQ-0b~%{nuZ!InOcs!4}~N8pd2pa*<ob`kFgRJp1Rr
zPW$wZCf4*5f(Do$qH?O!3W4hk-jtQ{yPUy?T-g&zp@hH%4Pox?m})Z2DJ_{AjbbZ0
z8ih@uWFgAasunr`Aj%Uos6!jnK`mCqW)9~bGcOido1Zv&En|)#;ABqz*wI7h6vb3T
zWJn_gGZt_`!{8s$NKDz}DX+tv0y>pRSrJ0u+Hq2gdp49b7K8Jq`H50}Z@sMm?Z&Ld
zaTZm8N`l;C1i2gw-J%)Q<8do!1yVbNDxqs1T*S&HhM-{yJ&Bc9)5&h4%*js_ncNYf
z0{&hlka{H9Vq}@xTBXB9=-rfu?jNnhXjrjL$0YK}jvZ7|l9;Vhc!Vk;Bv7Ls1tiH*
zx(Wrf9h0Eo8FB$@@A3ajLBk;}It5-iEKya4JS6{MC03&nxrAL%RgPN%YZ6jubP%i6
znmZeANli8zSyojM<C`J=*&5t|5^_CVQnTVei@!00@Ea9WmsJ+du_M=3HZ5sJNw)Sl
z4{A|rF@LYKeT2=y9Qao&Xp2vbcYm)Fya?$u_3ALFsEC&Csod)V<{E2fu5C9&&~PtP
z8!e3|AqGQv2vX7io@`nu<(WuniZD!!pl$EeT+TwZYaAm2YQWsvCtRMq&pP?Bio!dF
zr=8#p4Pox?Y@6VV6Qxt>e>djTJjLsX#n4$VF~tiS)Z!yd@o=Eacnz~xnC?O@L1QrE
z!@Y@8PcLNOIW-uwbU4Ad2rZ&FKQRp#pd82<7<59zrQZE`HP10G7EtpO(=h1!$}mA+
zDux?)bYb|2hTz5mE@&8h0mMw5HEe!c6dbuJLmp^B!<h3izBimeew>kI(-R>{)Y{O2
zPQ<STaD$;Gat&g(3cbUCuh{y#pkan#NhTW&!R3>*`5(TpS!k$5yn=?2Rl==S<J<%W
zDT;9$N%{HQD!r@-x@WbIq88`Vlw5G9MzS&6G#FMwQrFqPDRYx~vDCr*#57!o!5D7o
zu0eGNi5gt+;HxtD#RAH^nC68+9|ULv$_89R4-AAESa7vI2WS}gDd6S|$saUf5T!X2
zF@IWVYjORylJm;|-*<ehuy|})Np%6tVA_h;7dTn_rY^1);bp40Y%Ci5{r>Ql(ckMy
z?bUk37~1HnA%)TMr6bDbrN%Z0&~O_}0(kwQB$~=<3+(#__I+C~)g=aK81@XnHYBrA
zhH}<=!c=lTAHdCM<wv)D>9IwY@b?twJ(Q5`4P0VS{Cir`Q2BgJQ-<WN7rP&tn_51!
z$y?AEdDpOT*PBGNGxuFV@22Gs-~^kP)ddY<?(SBT9Z^cY0!qP5LEEq;kRl4LTud7X
zDYu*Ija#~g)x21=()`3UsLq$<m2odb8#EqTT3%UgMXz-$D0FoRK{lmrEO+5{Qi{KX
zhDjF>FY6p~f$To!z3ZkRzlb-VrlDcZG2BWokZw4-sps1x&R;qBHbf?gh7dHsR3{Tv
zW(K<R6C-4J!mG6$6z;p2qO+(k4X&cuG$lq!k6E=ylcb<koEEyN9$CigAdax5RqJl5
zO6Y`DOA`zP2-PZ3ky@b+#bGSw#iD`cC(n?3QUyW)KCVIxoBFcRnKDBK=oo|0#a?3J
zD`-rk#>c=?%rZm4sDco*nS%f4`C9Rw0CWq8CNxH-lp*G2i+lu)VZVj}C*EP==%!V)
z#WVTCxBr;d%zD^H&=6+L0}i^smOTcXwbZ+kS^mF;geDr(QXxTu3T?xX18CWCSpa%J
z1(~%)#}zcd{FK^2r;qDKz#%?4vDf`i9^AO`yEx1uFa-@TKLe%;cl?u#8^X*7&v-cF
zH(s46>G^Y>^W*ZJ5B2C?tYR<}J>uSzS^A&~t&qcEqT(|y2A{b<Y7e<zOx8OM`aZpw
zq9^Bm{`$EKPu9h#?JI2axT`=PjC?WiMNa+$Yp?tAqfHdMvAa*|+(K801cHm>6$!98
z)%%OYy=ZxaLnoW~)xf_~QU0!$NtNNewol(%R}L>$yQWG4Dzk`a1?|YE`S$c4&(6Ad
z?`gJH5Ht|ahMHS8w)aWL)UBqR>4ihOzj5DooLv<yD`*IF_hElcCdE~>M?#YT1ac1q
z(lFoqmym*K3v0D;s92NM2pUxFXLJO+xOh6qzN6!eQzF}J9YN3l^9zV;0+`L2hG`~R
zIXA9Xntt2q4}&iCrS;r8WCOS}U}1RLE1Fz<#^t4}!-hPk-SIE}Fyu}gQWDLhF#|OJ
zL-UZz##}eyqInPyNt*}-WBVO>=walOvgRMDg^zzv%}vBHZ`#Pf%}k<tf(F$)<gaO;
zZa7pfo7yy4Z(=2`W9W)82oIjC_{B2*YVj^N$rttIjenp{*8wwoSbR>bc<l7)6|wNX
zrB>H_jY{83brW-~pn*Cl>|@XvjYm-gcgX}AH|8ejW)sPIQ2!*lRoN7}l7JXrOkykN
zz!O`(mF3j6DVv}H$4c+jne)2T1Bg$*pYZ)(1)qNKd*x`1S-bU+n}&ul(U;ucKp({9
zOVQr^?5LHSp9bbnshEO>G3^~qw?xvkR??=4f(Dp7p$Y2v%dS*DjZ!<OHC)~$ekD?Z
z?nvcR&@iT*Pkr{AQZt$tOOG)>F%2-kta%RL0K%J&Sl_ncNu{=S7c{`!1k481<jICA
zG_g2=?&V+pX0i3ZqEBcNOhd!KYRj%kG+v5LoM@>$&&~R6LT<6cu6TM*En4ZO3KfVQ
zn%~7oTwXOob39*VA$30&59iODA3o*ikvnNO+<W0do(7Gg&rk<7^l1$aDmE{Mr&j~y
z*erDMaM*8dUYH%F`w5~6^?R*@>w@j?iPRs}1Px=V4aBVIsKU9``LT+k@ZyFgV_qx+
zmifsWFqf#+hZ4Cjjm&^Fx<q<@^`AUC1+BfKzfrgH*zFAw;Nb`wW*5!q(h23T2zU`@
zyqbuSQ9Sq}3tDu7-r#R8p*bL#J(>=26<g8;u#s$DEb=fvaU7n(cKdL12X9u^^a1x1
z%fmmpBxo2@8OGVF`7Hc$J<W@SU-Of9Q0)%C{e1PzRGO*P^PI;&dF6CBg94>b&Un9j
zR9(lYd$6y<f`<7;LcL@YC12htwP<r-m&wAi*5&{W!>c_1Vsk;LD2v$dA%cc69k86O
zMl&99Zq6Vz#Di1u^9y6Ap<(PBNF@jx*$EiiKh>z4eU<TE(v^MQ$PxdZB%W-eTRd73
zpF>~IidE3@?GifENP}A%3{&>z=V0@6qzB30&sk-{<NOoW?)AEP)6g*HQgok|(SrD#
z(Xq<HafOvLX!VW__wcx)8?Y9(z3S8V!fBEnRZ29H!ozIdq*@rIz>XtdU9v+Bf{m(`
zn?+p%ffF^VYk<axD}F}W(v%q<Doyv*+SU!HN0S|Es++50Y(nMfb_#I*Kh^F(D6dn^
z<yDlECopWo{=EX>TTgbWvB1Q%M5Ss$n=;n6lIV$U<J1Ys%tPsR2L+8$3zd98dU5()
z`|PxRhtQ$iH&*m}pxeRLg`c1y%-tPQS4L4fC|g<O(jk1TgJuVe9KVl?y-Q4~ZK$3B
zr&&f|+z|ArjiOgMCK^VE#R^eoNWa8fY0)o1!@z3r?xqJYe;_x<JiS9OJ8WjVpaJGL
zXvusGiUN}pEWEq@g4ksP+t|!uK?BThfobPco8)v(KmUS*oNbq!XTuaUgt`0R)aDGk
zo=Q@~A?;PtJ?&nzy1`mhtg{6Ts`M<Zn6((^8x&PXXVdw~P?L&z6ndk+@x>4{#RNUd
z*aETDfjL-6lWz#0cfN-$8+gNaA0qdzSVIdM#{48;g5ge37Z1;`N9R=I2jo86;}S}6
zK|F(p_{*4|GpnlN#eHa2eGSTi2j8UbJb7;Ms&j8@8*#rQaw36X)Wc5@sa?g}lwGAj
zRfOYEGGs#)6Haza_KN;Ef=<?}a&cBj2@wyz>V#iRCF7$N{fyWg!uJo^jsE<`l9LZ5
zucvuIC6(6`=l9$tdKsFAp7Ftt+c9;><Dh-rqPUSlWN8vK2GiXDBP(O##F6<Sp@?;>
zrL_f(0adN%?yDK~+b-Gq!RNm?i_)2Vy6-vj|J?}b`~{=zVKS9*I|C*oAkP<G*!5@Y
zMg-#~&Uik5L09FfRf?<HNQ@!wS*?Efx*P4tHJn?o$B}c#+4{SnK~;{S){ggw%ss<a
zWy!+BIllD|gFic)ri3-|iFfT7K$p|XJV<(ArexJRK)VhfcJo!qES5P$*}Y9`gTDgN
zd0FU~*tRC0&FS@iVT6=NF?J)?)#^$nFEIxRN!{azhtr{J{;y}Zrragka%st*ok(>t
zD`ns9qnq+2vo?GMrzF)W>eIOT!7iX1heWEg?d7N@P+W~AdNL7}VXZQI&`Gq8b8{)(
z1U;OL3tqjewDFS>ez6=t-hO1_#+I8XM~ZooN}`9yxn>BRo9C|1P)g!gNZ2z{vaD+6
z#Yna%mb%R_Ok}vD30OTiJvhG@^2<P8o$5>yv!~ldE3)54ygy)G+-{m=EstelkT!*u
z!W7Rmhv<EE5sS(Lyj(p+XqZghBpLDUr_#w8Je*dqzq~24_gN8sp%T<_efTHbPcRDv
zTVBYOJBl*ko9dR22NGAr&%U|aUh3iO)v3p*wy)6{I`d-bHL`8RK~qsjcfM{czhl)X
zw+^V4Isiy%S7y<fIXs-KvrGQScyb{nN%3CX*}6TI7XuH6_Z`iP(YZ8*x^pzjI<zMq
zUT+LU36Zqb5y3{7?{cEiqRKf)bU>kFbnbKAn$DCCj2_PP%EhnDh`bcx7q^#I6~A=R
zG6b#i6ChVYvJu6g>JyxVdoa#T;o+TCJ=Yvs)%T4ZLm$Ldd}C|Xk2zfgU2R)NhfB$d
zk52^z9?s5Z4?nW<VLFeQu|0F2Um9HDpWjv)TD_z>2%~oKa1N{5^W>Pz$qm*2x}%G`
z4eG)plj;}?mBivdP<jpZaNaGAyfJYp!J8MVmSRv{FgA_4fki)QfvfveBY$MV4uS5~
znep!69uH^SV~tO^>LeO%K0p6oKR2$s*FcL(YJH<dGr1<@*=HWe^#P;Zc_v|>pY3qR
z6|cu~PoR=sJhxuw6ZYC`pc&Wv-mV8Cy0YTw^ENzo$>R1bnlqra`=!>EqhGIhdgS^g
zGycePuhjZ>1N03K=k9^iowxc^IN;RcYp;Lq(@4a<Q<L~dr+F;@=BRH<Up%CTFR}X}
zvC}~x-0fI4WlTY<VmcRZ-1_s}eyO@BXn2%Z3CuGUW<1um6=mw8hg12*lOsDE{9VL(
zv+|iW<0Gy8R`ApF=;<^&;#6kNf8&w(VVrTsC#ip1kJ$JjzvVf*ul@A)+n?PJ@*4(O
zAn~9Z(>3?Wbx-~?&-vxTdk#MLeqR%nbEttnW{$h!Z=OvP7#_}o#qX{9Wa5{Uy7{es
z?`&({aG=q~+tGh>E2^g9XnK@C4eY+K38w9rA2G!aps(V~F)}w(4sw+*$WKi5W?wq@
zi-%MF{EMgkQ0Ik+bHnO`o;anv&OrBYCG+?Z&}2NELl+#j-*GdRMx5VT96Nv9Ywx4-
zSF6fXuS+(F(P5au!^cr)@dYsH_q|SBI*GJn<W1d5#~yKr-}Eh@a5$(<O}_ykc<{`}
zFP6?CMqc+{soJ4Kl^!>-YLDl6l?j}^<9t2lg%!vjz%v5__@~RRyQ^XOa>~T>>eLNC
z9{)JmV>&HVychz)!x=Zg$!_?-?Uc=Q!F@mOxMo?zy^Yj@n)k`ZM1qI&;ovJ4G@rgG
z;*_>(^7;>Z-{A|S7X+dbv;|W}MGyP%;4b%3gxtj&&OGSDhnjJ*0U-+-u8QBQgZ=A=
z85=KH`ODfoXZehCUg}+qjN@Vk6f}$p)ph$r;+X-pEnU#{_XhiYNH=(YHt@>ZkIDA?
zmp^~-tg2h^P3Y$_)avn*F?0{32kDMKY;fX0o#E^UR_8~c&RML^=s)w&fADbj9#FUJ
z)y~AouOGftRX~iG-0%MKN1qo?QYXIgiIWZ)-Pvyg^fC8nRkuLDV$+p3g`_ENEIe<k
z<e5BEtY3Xy>u3B`8jJK16syxW1Xdw!vp#4tYzt-jn6T%Z<8M12*X|D1itblM&@iSi
z(_sJlyv~CgUK;&Jp7VLPPx|Lxbp&A!(U|Cdx(^B(#`LG#Of}Q$=~kb>Zya$J_1SaM
zWsR{?@fKZsfQg55<m{i;Oucv)CG=UdHvaaiVHi4;4cG)Eo(+hI5fwJ#Z4%J}Y;vR4
z=l5Q7qTfRP6rLI1S+8&}^>9|r-SJFGgP$W#=Jnrv(QS2C(mpTG?{d)K;go&ZYU5<k
zEdRM@yJkdV%&Ui?eRw#7?;mmPC!hReQt|6`pVCm@6bN=Ct<cnwHnw~&w_@u-RC8f8
z2^y9rWm}*<u~cO{H2?Z7oBQm^bG9FM=2Oq@w}UW+?Rj(8x^vHKMVirN#%VKWKQb)h
z*#ZF<f_7P9D{kY$gST|t;Y;w}C{{^4SQXysul#fP)JHF&guteA?g0I5sphYs=W6-%
zL3}NSck-M=vOg|waw!rHiv-DnhB0wPhx-IQLUzK(Z4P>2^O>|=b@ad+d!E?sIl>g<
zn4n?I{b47xPsP0WoflR;yNEESQJSpdKj=l6!UrX27}HM>6pVe-*Q8Nf^jUbpXY~$5
z1cSE>^H-DmHF>G!v@a<#tMPT&$Nt!ST10A+88yAR@oVLEQrg*?S|^zqC8s-f<oyLD
zuk7dFaCMKBPxhdK_t(8W4GmYuU!(>x@9cf(k1M*9L+#G^xIVe3z*X(__6_LDc=!hR
zgk5*v-1@by5i>*k+rZkrL6;e?e0SF~A6zop*UzI+nfhM#w#<OTL0>aU#?;YQeth4O
zhr9bKiu$|5b<O-DbTA4f8@+SriybGu+&SVNs7d^_tU0XjOgntyp$9Il=X2pNxr3+t
z^-M&E<xO+VGYhbzp-p&rX*dHkEKvAU+^*muSgrhP#w}m@Kn~5E%ImbBUoA+&9ie&l
z*Ytv(@pr+|)|4^{or+wU@maCqDg$1y8}ig=UM%WuesatU7vOt#f&n_59pK~<JzsyS
zC)8V{VLVpl%cmQZb$@JW@l<K+_3b?8mTh(CKYc-=-xlyhxCd#u`E92y6iRHBwc*)&
z-(AtvRxDdFdb#jbp3&8O=qet3Le5#z?TmSsw%D0xTGa2G%)D0GIzDHM!I^T*1Si?w
zO4eWY*7hytmH^mn+LjI&x`Kv<{25w(@6>Tg#|6`=Kb@QmLH}Z05;TnY5b>GJJ`S0b
ziltHrYuSP=Xc+rjVArGbOQEruC2w9VnC2(W<H?x&(7si&747!%x%6~-6hb>4LMqy8
z5uo8xdZ3gJ6U+GI_#nrjL#PzoJ60w8Knky5=Mf7JOPvG_mv#tBYi-VZsaD|fLd6KD
zx1|_C!^NyYF%;5JLGGB!GGzJ-j@~?mj{Tx-S?u6UQX?@V2pYzI0oaWP<3fZ%#TG@<
zqOQf>|1s!}UGWgU_5Dw{{*8L^rV(f1-HYd5)oK%QEH<+Q4LE)t)+E9dDTi3xp=+*U
zQMv2RUKO)r3$q7b#xJJ9)SaT&B#JXUI1^+jf4EAe+7QKg8GiC%QR2ZzbeuYm-9ECS
ziiQHhABKu5+qh6W417Cz{`tTE+N}M@Ch_i8ta%i9J<Kmfn%p0m__ToON-p-SL+&bV
zRM8<tt(nX7NHn9sz&d(RGRW~Gha4OFfHhbT$Sd%{82%t*NWrAZA$ncF)rRF|pdZKd
zb@PW<sKe}xXX=dnA%iA_=$V@U`xBVHLH>{lL&uLU2z{cpaFOxd-wTE&@h2JiV+X-U
z;kPLlVb*X&f4omWZ0w+6A$lABiA<k4Hh=u6!$Ti%0f9P9<qztO9X~uoZo@x0Kt6fY
ze<eSK$uq`{9~)+$+e??D#4{~KkM!QYc$l4lc#4_6?s0?d)B*JAOkI!Cq1wp<;4_#!
zgUG{e%i0`J&QqDbUP1oY5Ik>@=<gnZDj*C{D}UXB5g}@pOrV|0m^!22*s(P*6F@Hy
z(2p$`6vDSj(q;O31qEa5<N<annLJ~{$k9XX^Z{AU^64jyr488s*06J!zTWW#VRE6x
zOKBjX(MDaBlx$gAI5S4c?{HNB<!hn@=w(GX|KbmAe5<0qm2!_-zNn#dEr!m^wa3;^
zLOpa|{e2H8p`E<b1|B<k`K9lut0@#cGHRH__Fa&)8V_gt&=*GDH<Rc$?o(AcmFS5-
zMcx9VabLa7<Oji+O%~7i_{nF-htE{V8vd#8UOa2XIpqI)yUo`vFI@Hk%|qS-)*p_I
z&U^7G>)G7&9X7mfJ~BH0gI*`)Fqb1U{7U7bQg}GS-?`=Zx+t~RfnQW!`M?Lt^h~K$
zrh6K`#lz2Sy7J`bCLee*ZXFfNY@;6D%^Yv!$yGDYE86V)kSpRxa_gCsob>Bn+*-F=
zCgoynK!$6m#kGjH<+1k%)3Rb-g_E8`hGWR^;Zn_u#qcpdg$_h2%!{a*lUWnTkEGB<
z3Q7!{Zo1C3I0~tt{kF+e&7#}pv4g*Rr0cHNBF<+|e$uz-6Y|uU>TN)KXpKup&*Jdu
zgZRxF9kueZ%ts?m`ALU$dGhF;)Rw}%!S;(zjZ4|mMSA<+E;@7bAHUI!6Q{e6Prt6u
z&WQ9Pa=8Dx56?aHrMqdR+>UBMZJCeZ01u8tamGCK$W42_^9M#!wYQK*LqM`2&d*|N
zAvD0S(0dKp=esYCq%A9NYv?|};^FO~QAWFK_H1n1^@A=E_v};yhVQq~2k3sulZifi
zja3(Y(#;+2Hyf{bep1BkNkatj;;+ithik6AbcbjX-|4vM$Ikb(e`+_mV4li7?%J9C
z{l2Cy!S<qhaMoE}Mek+3Cf;@W>&+Au<E6<@L&I&p6ZR$UL?t)+zPDxWr5?`kH+ofe
zt4rBe+bz2F?o~UVRraFN!3U{#xgRN>13I<k;}cHl^X3hd0@QnPXQ_cMK$3HOo2hLt
zdnDrg@?_7x(`G;ASIdVCs@+8wk9d4Z5#76R<q>@z?6dj{7~EKUX9O?>4Offu=Tc@>
zXisqEq~~Eugrg@B1Q3aJnxJ9K!w8d7(#597%P4D&NdpxsfTvdTVkyA<<RzqB<d66*
zv4qVXQj(~s311I8wMe>ywo|EsOoY!`=sq4!#;x}i9Xs^bJm-TCuQ+ph(?itwft8Tj
z8F%|Ap$EF4z9Wd-i25SP9uc>@Cg}=DJlJF7%r5BG?fMsTxvk>}&TxBzp7y3WG~=aJ
zvm5Vzdoe}FjV+s>cjRr<)>?(*xW+*}oOQQ9bN8of_9c&K&pESh?$9mbUZIvD@txQ~
z$HUpve(OuWKTI&ygR_49t<!CmjQ%|77{kr9uDaq$Uwo74o`k6y4`=4%y<6mbeN@D8
zUccp|?WdFzXGiGT-T@jsobhk{KIr8O4~jVbpS}I?Q;SsKQi{BT`$;$MxM^wUC&<zE
z!S7Ee@1NK`LPMB}K$-{Hcu@px&@J(Bw3EF{#3_0Iv(kV4IK`JGWaFwZg3S2u*k8cI
z`Krgec^z^y20Fu!SeQ5dt<JOuaironuut*IqjNg62F=^YPue+}Xx!PlQvSTEHI1A{
zCTl$lsyB*N;RwO5#db`y&CTPp`XS`4ug3J%LeMZ~52`xl7&Luqw28h5*#F!w&5NaL
znV&*QtW;B6gT9+h1|fMPqO|V}cSIB7&%G2a_~@*Kzr6CvNpub2vg2o5G7tCOdICWY
z(cOf%0rl~PFZ0YO>nqEG`|CD+dl|vZIdW0+Kc~+yMpYc8yVY78zUNS{_30K*9Zb63
z9|)Alx>3=g!9@>R<bv4HZ1wj2k2;^Y6fOus0}(411etLh-j`}BhFm4j5h2Z4X=oU8
zA7as5?nq(pl{hAm4~gO7-5Ey%g*FPvSGd%3YTT<@L!Whs7P<~?ou>Pa%Ts4xDbBm3
za28GTA>nYxHZK<SFh6-##4;st2xs#JV0r;69@J^=cwU$1jc4oBrFTl0$a75BzD}kK
z;S#ee3_rnDjrf);fg3SpS$aGQTy{nKZK?f7&@kq;gh`Q4<&^T<O(bw6*lz}XJqDfr
zGN)oqGq`9zcb+aK4Lz6g3kIcxHkW<%(6%34Vfb;Eulm)wPWzT1r8vT?ll2R6Xeb`i
zDDepwp%O@+1(t#hp%=E~WA_i$i+Nkn7|ggDTpCBmCFm5BX{sQ)?lZI@ZeA>^V}4>9
zM!y<ESEHy-*_d*AT}<^BWI@BoHvl;|Iws+k7M57?^|gba<T?6EAnQHAf`;*b)|?l_
zN+^;ig>x-U@{gGp3+Lu1reWl!=-(~rR%Dm*AW<fUGAB(T<g(L9SKG`n^Apo>A+1qJ
z)95%iRur#@{XZ1Y9R)O_PF_-6ROlA}Ka?;OCA5!@j}=w96|_<I|5(&%C@Lq4^K#<~
zT}ts5KGLRV&Oq`xOM43%ZVHU&?&-SM`U8m$HK!C2Zv56pkN-?gelz~#*e-1jsQcpd
zyb&D##dlneI_`T#YB@R>j>6B+IPa`qvi70lqNW@QDC4_HeZB-e<EunZEu+)X<0|#^
zRE$3<6Pwn_wSEjaR@`dD+XO+V6<V-Df}RWX>4PJ-7Br36=D-i*Z-?Nr=x`Nfpsk#N
zd)xvR67P+fdBTWc2fk`Z<8V2Kz|cs{dy2;6&#a*+_bU5HOyhzvwZNKx!(lsdVItk3
zLQc3!T$9)p(+wUxU@!`o3Rc}~bgBLnV+!+}WM9%iQHE(KXr%}m##E<#&P~PSn9`ij
zkG}uo<;}^O5|_a7sIT|gvm^2nI9)7toUM*?{<7UavP}`+jM*=n?maG?MhO9`D5Fqt
zx0)Nvyv%dY0gJ&ZnV<O31Xt-&)uQ9*up2sbXs$H(D+MlE5_6@XVc-_jW0H*(Fmy$r
zi`mLDP6!%C?*Q~%pnH~+z!$^41z*rGzTe-2-AVJ4%yTZfz3}U)1Dp8c!%Xl~uV^+d
z+Vizd<5P@~UZB;tw7P~Qv-zcKFFO30d-cgHH3AF*WTv_*AY_G!ww&iK)a{**Zh;3k
zGrw@fz^Hp;stRi^$UZffLZwsTmp_~KZ9(t7ES1sqeI(CWb$R#wFMsR@Uxi;mWirrz
zLn_9#_XDFR=(=>}E-q-eF8+>Y&<NAZD_RWs9%FIgqM%{S10kQo=n>-67`(paE8RVU
z#>a$>-$+@FLQQq;E;4(27uhTqLBq(00Xh5sr3>gmRxBO$Fi+vTV^+-Vx!)lJZA(W%
z1Acjn)}5@i&u`)K8QmJL_?50c8ozDK#sxzVzAFYALBp5|NARiBmr(G{2|qsf_4P-$
zxA7@xfXO?<?(wO7YEK63WgEM~!l$5NOgo?28BB3R-yd0T)yO4#sQtxKT+jfMcck4D
zQu)-2BFY4+m#NmvZUqfv+WF+^UH4QRWfgo18esBXxO-wMpWF+zyMDb*_XQ1O+WF+m
zwfk3ZdG6Hnt$9BM4KR5R-kp-lr;cNzE9=d+f~DOB4P*WnK2314MV`#3p#dgu{JT@_
ze3H)V#(mc&Pt9k5hB57YvTJEt`_D)GHuqOsy9*j%a=?LmQYxQ3QW{gyB2PiXn07u{
zPs}aT7I_L9U~-^?dvYqDdOG_l&(X0(J8kk5G>mEIlV#Ow$`x-ni)GlxB|!tsshAMg
z;So*c({!J}851#n3L3_=^QjG1N=EA+T^Idb&;XMIJKR%J`Q+eK<4LfzyP#oAJD)78
zG<kjn4KPn(c^0PfsfSJ4TQ!5Eg-=1ln07w7FKaXZXInoKG{Bt3d`?T{Q>QGY{W`r4
z{m!PJf`&2ed~%zbN!-$p1Pw5Yna`qBK3V?8J#CSvpkd7a!sonmGk>nPuXR3RJ`D{p
zr!$|$seEcXi>zQXky-c@G>mEIQ?#i?o`MFL95m#{Qu*XDT(3Oev$eaRVN5%pEGr$=
zl3t#M2AHR^Jg2AfX-*?~v4Wj#cAcPMOgo=Ej=lc*iQg9<($zM83L0Q?l$7hF@~P!d
zNAtDw^9P$e1r1}``DA(OP0qSDJ_QXhIX=ssk;*5}UncLBMLz`%W7_#--8*RTlFc9W
zv$ngS0Vc<Vx$#s!joIlK1KYx<pkYiqpKJq<|E=NV#V10S#C#-ZfXVS_?y0GK>XkI*
zh&K&k;Zx8srkzg%<*gL0@)R_{<UlxgW-6ar{^b7DsRqBOSw90bjA`eS+w}amUwh=?
zn-P95<SA%?$pLt7Nh+V_;HjhChHu;W6f}%!=aXfXW_}kmz~sO`w=|Vc-KLa?S~K&B
zjZZ<tn07u{Ryx}>GDX%bPeTLDA87AHr{c{WS5oD~%j^dOw4GUt9S(&*0)>#D6J8BJ
zK8Vu_m>0NU6@3YI7T1t#kla~m=$U^UHcU38%z#5mC{CXW*??IA4==S49a`%2!ZED}
zJ@AkU3Q>jNQV2Jx3rR!Ig<#(~Szik&<ekxT@*?9yS!8QZLBp`>^2tWyjva16)|$1%
zj1Ws~$byEEeJKW|u4iUSGt+G25f6TQe{1S_+o^d%k`^?K=?g6=<d6S+^pn-c?ap(q
zSn|tZo0gG~-CK2N{aQ2x9*&L^`#R5A{YL-j@0(AFEcFg6`^PqezDsjf%DHOD+<})j
z@RR8H$1Q`7c(#WRzv`Yg|6WuPF^5roZzy-E^IqGlP4O$sRQ!q31bdgddsL^7z8Oz~
zdVIw#opP@G$~Hs^8VG6!v>oTmlFbTeJ2E!JrF3p|jp8iYtO_Yktvi(}p#b{Wbb=eF
zYjNoGh^+vvb+z#BsRGoUEX{QR<73F0X{p2CD?%kHri(0#W8>mQGgEKc<J@HC#WF#f
zpS;+U=atV_u^-G|=BptG5ttVYI>_hZs-RRgNCi`q88Tknatr@Vv?e>r$w*m%hqLRN
z`wv;w>1j&-w7d1!kH7IUX^nR=eHt2r86O1I5$AICnk^-_smejqm2^PU2RnnHH~1>8
zZZcD8Wk?gv%7`O)YLxW)aFmadw7vi6)hmTl+<X7jlM}}cu=O87L!AD%q<wDjbV}Sh
zHHPj~fuxKoeYl=oR2%4q==RBmiJjKo9dY*S`+VbH_AFPMC5m0Y;WE<ELumKY-0i-L
zG3+2JAS5y|?pj19Xc%)b8akiCP$+!RSBzG-|1!9FgDWYsllL;ueE`-&kWcdy(=evG
zoGB|mjxE)q87XOGd3(>iSlBf`dApf+tG=W}U~gf)Xr_DdUi^<+XWs@t*^CZB19s;^
zqS&K0MuEb|!;2*i4p~I6G8?EEcdvh@p=bQbz^|8)(rkLntwlVD;&~{+C7TScu8dWT
z96Om#1Jk+2kXGp7koMEei$%=lC#GSRvmqC)$$@RW{RegZ=AEPHR(n0k(UmkyJrVjt
zT(J8aw-K*@4EbWrNiB-hbVM6_bc<5d5@oKHmP~oGxytOVC8bSf*L3}osMh~f^)8Ss
z&6lpahtYn)lju&C5(Eu%e+cz9%Ct{;pXm;;@M(tQRc^o^@|=>#UOM`uPu9^;wOsYP
zz*fJYVPL-%g8P8;SAF$TViv9H2OP4xaQ<dsihV#q!<fHga&Izm{HU6wt#x6UQHo_Y
z(@@Ybd@o2lm#$f&OF-?i7Gr@$)`Eud-=mE|H%{tCox=~__l>lnEw^qz{AuF(AuZ-K
zG>i%Dbyt8sxF>FoPdF>5bl>;BZ4mQasZD2s?f9&>dpq$L+A7!ixVGjwjVimB-n(_3
zG7iz@<40hmzDOOW3TT6N=}|`7p6A_HuM^R8Rl1@N<KYMzu8N`&dxrYTB+BV>@T}kN
zKfGWOVTv`JpaJGiusD{+jbsCxcJtbB<C53Azx6TkO5dpA3|+!qnJO+pZ_0=tgo37~
z&V+mvL?;EHeF_?Iz*Afu7ZF3Ypl5uaKG>7k1bg-M;ZLu+>`0P}=$(RwF_GTVJx%kx
z7HxwE2PW{#Ja-Ccg5#(j&;nDDC+hfF1ewf1BKql7B_$Y9Lf?sQVZOTr-!+<n_$4<n
zr#keJE-bK!G&1}V{NGH&frUK48`pPYpuS4a@L(5{^UVG?_G@`VAClqYsqL<ZPTF%Z
zG>kb7jAzg-UAVb+9fXJnM<4SGH~hcxL6%C@AEOhD;jk1jM7vL>vZAFi*G!{xaco;@
z)Q$`S&Mr<+vMRdYwW2Z{I3`-meAW(Qe*^kV4gIo_10`{#r$dlWfwQ18iZRt9NI}Dx
zmB8FY%!Dx6Db??y2HWcQMB|jFDx;ubOvu_@qxtk#ySy$kAI_6fW<}L4vOLdy&fXAY
z&zJ-8Tr4_)yE;`odXY_u;!Nn?Jc%i27!w`DeIgYzrE4Jl_A_=qx%=F!Ojo5bmlI|(
ztFX8@I)knTR_2;7CBvmR47^OxUbjd?!|YxK=r(|^DsyASaSGt2b-rJY-~Cw9Ml~!|
z5HwtlIxUceaf7Rnk4}h(C+HPM;wyaV_*GzN^CBB1MacRvmlB{#r+hN?yO7SZHzmzx
zs-WQ-Ek#4Ci6PjxxHZfRk0*U$4tdwfp$k(p20O8#XRYIcRBF3y)%t~HbbmOkb^pxr
zFQ;!^U3yJ-x}Rmog`ZzO9NF7m)S8ushOxg!^Jhotj<J$x(Tu`4Y)W6|d~Txj<NLEO
zd_m8;N}#!@Or{x%(tN=s`Ex)}T;_^JXa1r;_Z0nyO7Mm|Wed2ErS=g)&-mcTeI>Qu
z@ep!n|BaJwL=EH+B4`-%9!RGNC4QmC%2!<@B{JXaa;Dqv6f_JEjc{K|W!aqCb$)yG
zgj?KE!-(ZqQ^g=?81rN_j2bE^R9ZXhHlUy3;oSyC`L>PuVx%31j=3-EV$#raF)<WV
zKN>Bmq`2qIK!Qfj!K#xPeXQ=V@ne#^i<so-G&(R)RCzER2g4;_Zrqun0+f4#YdjnQ
z$y`hU7ukagD`F$KXZQmakJ0AEV*Z<-*oI<k7ubzwR92QFsieHRgugT^0*ht|8b&Vz
zdh-zzCX7?pERJ&%MX?GJKxll@fpAY!a<jQJ)}D6mlQb-fpcL~H({K@IqKGyqf=<a6
zR+Ut$l5B#iwGUSf1q)D43zRe7n?G!2=mq^s6A-e}Ru@6Tb!mrnlNf6`;9=X82U=XW
zF);M`N+4($vlToEIVAZx)i#D}?PO6x83^!P2xT1Y=FCpG#iN~Y;~IO#Gi#UI1R`jd
zd7N8Ic1*#a9Iu?=wKb)bDk%*q)8A`kl}KS9OL^nmc)}f2l@j-^XX1N}?F(~9Xs)2)
z$}L4}*Gsi9d6@3n>zY+vZp0EwU<w+>Y)g}WvLz}&!$rIZ9NSu5sGy|~LBoY82T&`e
zQfW*1d%ATbs?u)IG|JXqSX7xGcW4b!Q+>qnV5yIw;rhIUl3GD%=}R#t89QAqr3e}>
zC5cj6E2*U~Ml8B4#RwWM<{K);j3K_kBG_W{sVgQRJUBN1zZ~GL<ZxA-h74MAqNgzn
zSoyinrcU^5An=qaZ4^Pnm_5M5CDda=y`5dw=EbsxF+YX!mZ{OJj}?=zeA4Tvcc@c~
zwU(e^KCygtpHHp(@1<j}_+TsL9&Wk#@|i<|7G??2C$ljBRv0tWZxQhs7qf{(oNQq_
z2UOSA&4tQaG)d5K8B@Vpc1_r9G@BO-w)u$<Gc&fYQb9A>*ce_S(Pv5Yo{{g%M9?rM
zMCoow6}=uSX)kQS347|C3eg)+0~Q7DI&BR4_=2ACV~|G<<WXP~w(gS8m<WJpY?FbY
zVem?TEAwJVA~7=_vztnmZY(ATLBnO7hccQ>ESp)Dm|bS8f>>Ev+Emam{4<dMPPl7>
zZK~M`?ug3yOwcgquV6WAm|eZa3}s<g&@gmw;*>I<6w>}%4fwjXmYWv+A8nTzz|YPn
zPn=EEqRJND1r76l6R;c6o`bi-4ho!afio`_Wb>1kH0yoe2Xi9wTs9d-Da@+v@N8+C
z7Yn@k$s2Ot@Zl$ucRraly|NrPto>s<a%wbx6p;agQfG*7`eZ-S|Bi+cM<2O7-0%Ju
zQ_ok9&vLSj<1yre@J9jh8H*mV|H&5QFZDj7Ws?&p8>Kp=^?cr!&mp_tr;ap&hRXnJ
z?pDwT8<tOx-rn>5BRkzh>i{#7`Rj&Y9R$6>*Y)g1bAAY4@4e(koJQH7e6+Fub!2&p
zO$|Xqn7cctUfmZfEsU2;jj9ug`ZmUOurfr6+8Gpbh=~#f4QeqBL(Mjf-(K2L6}E<l
z!<Y2xb0H0>7KalxwQd?3##DS3fj%ht6E-!hJgfWndCt!4y|eOvI@D&93mV2$S|#ev
z^UTdTmt8se>k&3-3mRY|g@V3<K$t@u&TL-hxx0uuq}k>tPSnSk6S3G*^ZjUAq|;SI
zAsN)#m{<HFkb{!Z(tfsax`uNBG=6tMzZY(x%f~qgnsi%zxl?^fUY?4W=Ti;$RPiO(
z2Vc57?Y)S$=)WB_=ztR+@2h$dN{aWRM>2C7b?5Mvgt{LEzTgs;LJh@wT@S7lKBv=a
z>l_5C1hub?Tjki*66~+yJ5x@)4LHlu(!<Hvs<7}lJJ$4eM>oHy;fth7yHM>QxS(Nh
zRNMVIRZKd6KHaOh&-CYaE@%bJUs5pz4P(yN4AazFG&5R+<YFORVw=+sPZtae8V0`!
z;N;8&Y?Q9&3kL|Wx!<JC<9FZJpZtoRCdHq}cNtK@kYvOMT+nTh%(*lnhL~q>m-a4x
zKz5$DN9|7^f`&1d0drfbk;I0wSy*7-*LNo#GGMw&Yo93VRFEi|8LJ#Q_Fz^0PKA}7
z4xMu-{yS_?-`<A}>wDy(`G<xR9|&yb1p;yZNNstJVcFeu!lfrSo=+_=>L+Lzvk-2w
ztY}5y^qA7ukm$5QLrErn*fOC1fg?^Q=-*S7O3*O0$`0|T7F|B(6FmI94rYMjEoXoA
zE0(GxU1c-C`{}MvWkHZL3k@(t)~61PjpX1Ap{?S;CNFd0D}|sjux>BFs+9#LlaxMK
zZHH2rk9o0}T;?aHG2rn70p3F0HK*>fEUS!`#LAqSTv@#BWx7or8suo`u85TtQ;Vvt
z+))3~)gmXD`I1XMhDw&hBWGkYK^NRX=kjnG9JvHN<Ih3O8mpSkNK{nfM)pvnu<dWU
zIG5ye7A#57b4i$KlT9ipjG#C+t;#8(h(=rchdhD8X~2RqFAV=61a)QVKx58MIei}9
zaQT)glzYuI$;}Xyq7Sk!=o$Yp;EREb4*(gHz%s-O8piw&M3Mom2+3SWchKZ_;2pyb
z-<ffh&vcy(`XEQ^QKG7nVwpl}BtGPl5KWkD5cR&vbp330><iF?#)~SPMa{Ix%8|^X
zGHe=a6xH+NtwP9x`f5GCYD8aoo3|OZ2nw?*WByPvw=o3-h6KS!jOu=M=W%`OlOSl&
zQKjI%ykr&$PL~okXT)b*j7l`pG_@G*F{3M2Omx*eHv=?5#Sk=%`6yV)jmFA~D6X4(
zcW_{1^V`UJo|~JBFK8GaH^)-GEV>;pP9Z6=XsHe{2^OF`1BET<-uD7cr=kEs!v#E#
z0-E>*P&{ooHI11SxUDVlf`;K$GLis1hM7<+>rW|<iEcM|tQw|@N6;`l^v!Lqn{*v!
zG(4Qvjixq^Y^4xK?I=Z}2O$xY5YjuC^nIRb^|gS(!`asN%*V#v{HfVi+oBfXtblF{
zU2Ip-<KggfabESY3${RE4Q3h|t_rTHN;WXPE!e;&9L2f+h<|l%*9N#^XcRPzi~SKV
zS8$*+ngN}U5-_j67zGVuVn%Z_Q|qtoq;K<_g<CI~a$4&^hgDZ_wM}hSLC^RqR_|9>
z6+t=hp8ljaPsl#L4J>LQ2SLM_?J)>8f%B0rIVz)_<kTBlG&@O?I5J6EBV2=mhT;9G
zH^?%FT5c}N>-6Rg=h#>lG>qxbQb9~@*He<$KR&JVYw5--{RsjyikqD(W<k&R71WG+
z^Rb`?neZCIyjWynehTd@t8VfD)TBS@b*LHjSQN7Kgq#Hp^SlB)=Zr~IdK|~Xv#0)$
zW2651`837wN`PmLEK|cRdGA7e>rto{#{w1fV@lSZ>zI7gm5HK6*aFf9Xe|!FDg38^
z-^RnA;1-ruOpm!kF)dM$d8i&jww5*(G%SDksFSTGmc>iyC{`&2j>L))T20q2g;%H=
zVXoQPoonk&f`&_Z9;GxHN$jJT${1}^huc}(5R}2qyjUt>eqtJie@h8#WGQ(d$%X3c
zegU}#Y}Kf(vc7|Inhhx|D@#-ski9bAv;KqKS%}(F6G6i@c^@S-^-CCG;{N<8M|}K0
z6_8W~m{k?^J2XYuRV$jY#sUKBz%{^alDHSD7{afr7)5#7|3P*A66o0gosdY3N~ClJ
zwp+}Lg>&;0ualYc&A@Js(}I;TI*C-Ir<Ife>2Hl1HTao3=Plp3X5e0Q-TL=?-SG9>
z3u#snUSB~2wtt1c;yxHG!so^g7xOaD{RtCr&<r*|g@T|IraFHl?giBb#AkFf`OeK9
zTD;y{S@4SfM>sheDxV~I{zHX`kC<_M<Q|Y}b@1wT#4#PCUmuHrV!^neVN4Z0CJs*V
z`o_Fi^uqiUTD7anJpfBCNB6{WaJz;BdTOl^3LJ;&D3lGSvMkuTE3P)9?&_LH-2e>>
z<9=*iHB;FCPuwfxvKuL2sEeCi3(hB<b1%Dn!I?IF7Bt}cH|X=XuzG|(n@cwR+cs&9
zs_1ceMAHX#ThKH9g-|=O_SZWL&zoRz3UV;`KadnPeGp&JGrmf=-4I^Y5<T_}MXm7g
zlHbv}Dt({84izM+Dseh0y%-LU3`JT4Jr{zr?8%Jss*3R9?&&KR^}J&RIUAN&<_$RZ
ziaN@cL;;&0phik&OpnoU7OaN&z?85VhitI)ub6>qz`yRh57`OQ?EQKD*I)CYFDzfU
z!BW^1GE=ybtvZr_XsU&)wSHZmw*q@lE!32lT!`s(YQPXXvIiRcb!uB!ClPk&;9T&O
zzWB;i-SrzIGtd}Q+LY#Rnok!kAG^HYjlaH&RcJrWx!=HohA|sra>*TBHJ!}3SaCts
zG+0@oUSpzbyyFT8vk`W*pkaK!7X*zF_95xf?GM#ZDI<Kap#(kSA5K+ud#4W8T85N_
zxz5?2K6Bxv2UAb)pW2#&hB3dx_~ZqltGOf8s+#53DQNk}`7>@DfD5$`OU2fTMF9yf
zE&HS0whs=7xCf__7%z%rT=ZPL-?4)t)5{;a-R1pOy`TGN0kXS@DhV3Kd|k~I(X!ZV
za_z`HLtcV&AhyvV-@X$x4E`96bmTBBPn281S<re_OE)D*X$TqyM^|zGr5o7q>3S3Q
z_dMr?TVJ~4&F2qPQ@-koXgqg-mUbF?gCBpNMj>)csdnal%b?&Nu3CNc_{-`=ybz2w
zBzUiX`LYo-2HriBj2nuJq4CW!jj|uxyjZ%H`H8RfG|=&uFm7_yG+G0`mTD~yW-CeB
zCsBQqGC94zF1hRLvv0xHkT41b4e`9YqdoXQ-FK>T4&Z*7WRAC`t%Act<B%SG7a5!5
zuP?a=lQO6iv&m*2xN3@;N~pymOqBo=FWEF;(8vOGd(>iSuL^h^1vDO<s46QibgL!0
z7Eo>3N03Ic?P!Y2k5gZO+hbOY?j1;!)l^Vmk!4X^%}js>YOAX8GOCd?WCko&eFnhN
z%(bmWHEPk=Yi5c)C;wXroo9UWVqx9<<n7QcQPaF)9m|j8-eVG`4Mvu+yewt?J%v@*
z4eU*eRkzX<N2}stX#E<?3W(cMubP_#_t7W!R(Fg2<+5tqLMo$1mtk?YqEh!2ESg7F
zkiOAXAXRi9NTRI9`qj2fnC{6AqbZ9=NnsIX+#%IQ!UA3XKVI5s%(b1Uv<h;G=`sc<
zimMA^)UOIDdC@;!pvt1vnN<;fMK@kpRyir2DEa>psJh#!m*>Fbg3*TLsY~?=TI&1v
z212ASOSYa^RvaU@W8t)tn3@AE#r(Yy5o?BId#{o>)OBQ^adhgD8ucG9DheySL#QYW
zkaV1a#^4%Dt8I5z>CxJSN*kpD4gT?xmO_M{i^2l__tb!<b&8kps!?NK{(EIi$3m^W
z2KRb2oU3&9vUpNqNmY2IBnH_3X%Mc)s-yXsL>V1nDyxKATO?){s_bjF6d`DM>cw^M
z$(Cbr<p?>uYZTev>o)4pQ5&kqpn@SIM~+I+SzfZYDlL`yd*#^8Q=MpoLU0Z_rs}S$
zXJ}y{%~L@G0sT&vgRA_D!pFk~f!3uvXaTc_s6!45LBp81SD99m;}RwDqG}8yA%lds
z<jsqvLCsHmE}gNjLjTH+B0`&jeu@)CgzZONushNOM#6Wb>RAswHIK&T(0HxBBkw4U
zYlv`2^Enp_Ju-W}{;6(WeVW5T^W2m5IxGzhV}d0&3i{yU%Uq%2?X{ERNQz$2FlI{{
zA>0)tqY$Ra-r$Mzuje#{=;G}lx~3F2R~D~~&o!a0RKU@w03Pffa&#tSN<QrASG+Gi
zZazb8o<yg|D5aQQc#_=Hd~WI!?}pD?c%SPuQ{MNPI>;JEyf-xbOgFzozKyLrx*j{*
z)LPe#=r&P7*>-v^5A3>yx=nokOz5MR%!*Q!ky<q%DaT(2y_fzo4L#%MqCO3W(B@lV
zW$(j7jikF8#cP-sOTREbF^vJPVLwCXE~ZN#S|61)^XWTh+r|b#1I#~BFWefOtgi>n
z5UaZD*W&aEVB<GI2Dwo+n+#KTi_x4P!WZ4&A__rc*p7Dq+c~&`u&T6*%)yj1-NL<K
z0T(m|TnBmxKl}RM{`3CLC;XV_RPWqyN5|*mHaQC#!ra}(?jks?DpBsnOXH<6q$Yd@
ze)VHhJGJ)PQ)W@~0;P<T>IQfWdK3*A)1yu)^ud9s`o`ZsK4=WxuR8O@iiMYK+Rs)e
zL6fFV)091F>SUkG_`(eHVwua#PkfCL>QRTJ<DNh^rP;6W9bp_<;@=AS2Weo)11)G6
zGXZ64;H}+5N~-7b)y6yX*LQ>zulD-u{LtT0lI)uoKCu4#<7_e)G~l%^>Tk!?Q{j7g
z&b}wE`RTY@huSa&4cf6?s%~nnghu9Lni0K#(?pmTOY51RIHv@-&j9x-D`IXG32G{;
zTsPrR!~ixs{9#q^)sWwR-HTi6cFWwPhT-2aq+p72Ptn7C8hS3vE-7>2m$Rw!FXt?*
zH^n9?K?BVC;C}-a!HowM7rP~N=*r}f_C2OzkJmEp2pWSP-;F^t8|dWB9z_LMbn#xJ
zi+}yJzv6tYwKaK%qiFpxov%1{lua6fhWOpRcdFiyJxoSdp$pBy{F`hxvZN&D6qbyp
z<?{^bZDY&QyjUb<ehRs)T#SA<=tYt)VR9@sv$(KE*Wn@~vA^zHRb@Pi1{Wi;-q)a>
zW?nEND|+PuY8oxU(tu2;;%F&q9x|uRH~cZ0UVW^Ff6qkshc#^q1U;*!Fr{*;bN<&&
zHfGM9rEMNxUG@A*H!!EUCrr>V&rL8C3jy(lig|&VsCZDh*P8?cM2!{_kNF~WR9=0G
z1k-ZV*Ww9n1kBdsL#hY^G|WEOap$Cpghza1Ph0d-&@ko<=!{rt@zT}URCL$6=F@Kq
zLBp7>q3gNiRh|y-;%u$#p^-tVi4nQaPtZyb^jy~USV}h>;`QZFA=+G`yV}f)MKI<k
zrZK?U#?P5ROEW9D=BO5SF|;GT2;&W%Ul~2h3NAt{Eu0G)=6pYD(qz-(xY|m_;T81n
z@M@Ra&b(L(Fh8-2g9|tq1vFP4g;<RO5|*%~2tmU|j1Cl0qnIqcN$iLV8dF3KYm>HF
zA2b=Zg^uxkd%$ah4!XF5ZGI6nz{J8!rPC%qfV$%yUS_1)QS%rcyw3HqJ0$%DTOZYA
z$SFxtW$@ibE33<6G}NT|m<v_cv5S#djNJ3wUa4K!Tq5I`7aFY9mLs;Q-J?^<^(YdU
z&kYOlLzEqW<38nu)g_6P;7t?i&z;P&b1P^V+h5FPy4adj4?pJrkf}NEv@NPn?IaSX
zau+c-HknhN{$R`J`gNOb<dZEpkm>%GmEv7ug*98~?paz$emm*1XmNY@{y(01TjSr<
zu9aGqe+D5nfRNn6*`ydSI@H4pDWj7I#+IDt7HQlxG%O$}k9#)ggUa^qp1~j9Ir+;x
zM~BEmKw`UGkACmwIXmLfi=N!I3$<6Qj)Fe64C*5tP%razG9QK+9;`ObHQNukGw0b|
zeq90JUZ8pM>2+sZYeMdK+aeG+&Q2e)+L&k9_8X1uQEdcl=VIN4D7FzjLK6Y|-<sik
z=D4Fs6k?nZG%VhS)C@Cv<mjPrpN4?>?2&n~0Gpq@121nev+*l3NXR)uarEEYC=G$@
z-c}1+P>n?PwFIxy-afJClKUD?vyE<oh9t4ORjTz|RRz0w4^&|l!qS3kbj^7!HVH2#
zh0zgJVim_uO>O0TPpTur9Rv;9upd-H?dvp(9)}I8(S_w9ZcSHC7gr@{7`ZDXAh_kQ
zxgAyQ{#f7GdX<`>ft>eCm9x$a5hq_1Tt+HB!``%9dGnG^K!yg@$bo=bz_j#|nyYs_
zI1JHw@6{8tM*Q|C3Ee?sXJ~pm4P#CLu)yTJ@cv;ffhlMh(}h_rFb}Dm|HSZx6gQa$
zQ_wJ`3XKz(dK@R`8HdKnx(gb{oNVP&Z+H-&eu$u`yPz?co3DYY2|hnPbnj&y?<dU5
zo_g)A8%{;op}-V02GcznIbcLu3}O1sbF(q122FB7!<gNmOT{FBP&YGku+#5~FYmc>
z6>jYlgRr1sOr(->r>A1F_5Sp|O<JzsfL#fJDQFl|rPP{{ifMBGdJaiA7zL)FVa#PT
zrn~V}Ol>y2P0RWxW;My$hR`*EDQFC)O2c5%wycE?;NjU)G<SFG_RQ`JTjI7`FKtU2
z8peDYwn%n#P{EkP#!fpmH9AMPZ7otzVJwNShh1}Ostj~DqMKi}5kR{YQU-#C`TYWz
zUh0~zkO3aN>ULT!ENqo19z!xXl9Vr`r@TZrG>o|kGH7bf^5UdwSz&2-ouoge3-5K3
z958*B9spCB2+(i=Ta}QJxQXr}K^BTohv41M<32CSzVXF>6Z2Wx=<~4!4Pzffl1{dx
zwH@V$nH?`HPRu3;C2r)37RB7ka5y&m!@KNiw506`XRD1U)l~liN^=ELtdqfdp9g(3
z;&WyKpSxFUE6-<IUp-9+7FWK~{Fi+%q~c_&2pY!x4=~Tx+T)viI-H)Itj5zh&#j*-
zER$ZubK-uLCyO=no@1`Z=3-wD6zf;TvWOB2CTJKliT2MbC>W&za^{4apAAl9s9XAj
zpke6sV7D)HJ!p7!A9&BE*9QEQ=bW|Y(bL{N564f1lmrc9_9VDuBVyMwBCr)}R*DvG
z1q~y=0AyMgSCkYb%B%JE_~GcqcyNwv|ISEShA8!X#c-sPxKO`N^A(r&K7Hlhs?(nM
zO{ouw*NHgqJTWIywuZW!XZys_P2Gj5+9c>1U*%cNp|t3ft4GD^;i#hW_u=7aLj#cy
z$|~8QR{5$rgEOcgl|ClJy&esShj)yY0?LhYn%Z9ma&f#@7}th;DUoA&Nj~k8@TDDM
zC1E~M(ddmRwf`*2JXV<?`TA_>q36v!$GmX;k3vCBb^TR3A(}q^>nS)>WNQ*pGKX%f
zm_eDjD`phVgqNc$kLY@G2>6e=R9|?R0WLZ1T&G#vPrCYBoDsi8x1?VaLBp87goC|^
z?@8Aee77Uan^Lty&@d*N!Mz#uK}>xjW}C4l_a)5sshEO>G0{%$5{>ECYimX4-(F}&
zTcIaLhVT4(3)P*3{5UCd9HAEOMS7x2L(lllsZreXQkQW$w!d-2Tith8Jx1ZHn<do|
zsbJd)dd5eiySJyx#9XcJoK^47y_)WW2~bR~f`&0MHn=y`h^cq<=)N9lWiY0pF__xh
z){T@g)OLsFU%zE@pPYzu(nIa<YIa#A@hO&`f(DpP&<w8;T(Th@E|)t>qF-8=6*LS?
z;51w#!GT29L-DibwAxym7z7O?tJQK#6GfUx6wIJRL9!6R+W*A9>hnU@yaHIX;i9>-
z+ed7&7Bs}TTsTw0DO{y!634+?u>=xpK%t}9^ba+$+2-)}?f!b=(tAh&-7@N)$sEE}
zDaK|{I@%DpSSeZLBxukW3j8`45nwuAHa!u-6|QXyuApJuHq<B8g%H3^&Cd1r<Y8}G
zbEL`9S@0+vN_HbbgQo3}>JuqLHnGEzxdyFjFHP*kT1pc%5RTfkw`1!0U~`@`;e$!P
zPiZmLRs%r;%zu;Oxk!$eY;^qSQ8-bb5?aLdHZPW@G(Yhr9gM6tOPW#k1XpEfP;s8A
zr;v4L4fyUYB?uZWVFL`Y2H5dQjaw25X2BISJ}&hfv-{{9`@HHhFEG{ArEb*QJo?}Q
z#gK)v=PH@6ApB%Dx!lK9O{1{Sk+9VKazv-I>>&spG1vMj6~V*H{vL35a`n`ult^D0
zD1I%ffQRQ;q7|`O_VPV@`JlnWTjd9?$8dY4?nwv^x%it2LDjyXx}q{xs%qaA(0Fjt
zdVb;J)6g*XP7EKYniX5Oc)*OK&8Jkp1&zVp{3G~oOsxiYZ2@H@Q~PLsy9qtDw40cm
zYHGKDgWWLTc1F_W##Ff)7|;zCx}Z|rx+rKE{c>0?4?`S53sH-s78}Y?^muCwE=>ki
zQuy$+D%{{oc~nC1V)U@|Q$b@`j!yu5Qy+dzfha)K*HVC>F$L5xi1Tsj7vJt#b;Q2b
zz%xNZn9>@UQ(7{$qHxYstUBnXEX*5sLd$ZLS!2sLZc#GfvlBF^&uW+iy)j@m@k}Ti
zycR{M^9y)E!|*TCc5gB(e?q<uy4K!1#rd)fa6XhyfmK#h8kj^09X||dlCE@MxU)30
zpkdC{*dok6-e1}3IOi|h4d<{hu>}npx_hc^U>cfY>WgCKIK`&+Og5;-E*NzDQ1j2B
zI`O`)d9l>V{1l4*UxUW33z0P=aM~cOh}laJs$wZY&_HUc1ng@j+ffNBAx}}lDMP%L
zy(BRoSV|H!T+&C-thTzOf~s<)2(76g(a4s91PvF2R1L{iRFF1@sA7X=(M~AN+k~1%
zApB3I*wxJ(jBs==>{d2)6Esk_!&B9*f_CP5l@}Jxr0m}nQ@!ik$@Yq?h&naSU;!v?
z9IZ_h$Yx$(<MhCSQQa4;!a0IAjv-@u2=WDJpE}o)RlsG2q$e8MB0WLF(01u@M>GzL
zbe+}E0J9$^K6O015oJWPTx=#ffQ4H@!^qW`q;e;gBXOo3U)0osFK8HFonFnQF%fsB
zS%;BY>#CBBTIn@YIox7n%Sx&#=^C<({xj{VO86HVU@9pYVXlQ*;^D=2(Qc2PZ$2ew
z!Et2WkzXzi4NGM$bXH($DF!nzFZJ607|^SooFKlSXMCSNXf1JQxVBk-QBGFWG2WiE
zK&OBS`lbXu<EwN$jdZJyParNwX+0hs`Nl66eG!WYMpjuZy|^qNQ`htvlbf1uy&=gQ
z0--D-T0Kw%IT!SdKZG21D$jH!-IZ8|^RVG8_iR2Gh<WboG+>1Mt%Am&2jm!BGVvL&
ztj$N=yy1TA?er(M3DY;v1&zUUaXX~jAw%h(FA?75c(Qc+8<P_7jS5pp&=}14DD?Uq
z-F|BR4O=U^?n{igm)JaEf`-8-D!W&M*D%8BJ|9>`ShyE7rhppkUai!01N*sm54$<}
z#{RbXNzf4HU!0#}X7Ey`kxGdsVt9m1EY%V;sMgz<lT<u?lL-{VI0U;SHTe!}VMHo;
zHPSbwBuUu0Mk%rYvAVSIFKC#5mGq(cI9z;8E{~YKh+2>Kst$;sPv+{awsiQl&@6?o
z{CiEkoyT+q)V2{8qi<yEE+^$Lbi*QlLBsM_$GvlD0;KHulw7Pr;)^b2!51`)uLd8n
z3ej<eFXwsTPPw*jCuo4#6yw?ydL$c<8#=B}pF<}Xx@9yT|1*<`Lcf+qO-heMsTNA;
z{$ASZ*O^P#@+_{$gAek&)1Y6fc?F-w|IDFJ_f>ZbX|pt1T1fsNH%ix!&Ll1=!+bci
zyq?lt%yZ0UuZv5RX^hWDX?XCR;(W%I#ek@qWNU<uR+!~Ol+t}vPNy@KA$jOiIus0Q
zR`9TZ6~hgvuI_y_nTMt-L2rtTcZDXxFiVtFVZ|r4MQEBuTLcZ`AEfXn=`=jlqo$K9
zF}#_tM-r-wd9mP|pO}X6j|F}^ud7xSmi+gUYT+hQl06<JwWQ>w+D}BXGP!I*O~V$x
zd9hT-{1m#XP!&>zLUO#+#6#!MZKNS^G3r{t1r5t;fvSPNLX1=xp)2&K64CNOn^r8=
zVPz@qp3^D+3_{3q5h`F5-#2bFXLp#EzC(rcD&S?{tT_~aT2;KH*sk=t1lm<Mf#-%V
zS4E?Jnrfd3dKN@C3^&b2j*e9p(t@Xu7Cf`!soM%VqM#NRMXL%8&?TT>Rk=l2Qppl@
zbX~wdZD~wF!*#%rX_m%aF}C2r%Mj<REjzbf{_}Hc-&t`K2S<%P`RYL|G(?yM41dWb
z;Y;^BNH=KT>qEO_XSF*&|GOVilKXLL3kVv<R7oEi(as!&km>8}kQvOy!>PP#+QRag
zqax1y1MV3;==Qh$I{0<YaQ%D?(>gs}_x$?(BF+g-TV7Z|oES!Yk|7J~HSINHV8pq5
z@POurjD0S`jJ$x#c}uVjU;z)O-KfTA^t`M%;%tq)U-aU4%cyeONkvIu{waz>zI&wW
zt~JvlPSFG36;|K6EaF~FpN3?5dz167iEZo|aUQts%enKf8tfPQG+Lt>LX))sDDfag
zkzfsi@--8B-9=Y{nHLKaoa)uQNG5o%+PrYx-$C7V#?Scl<}};k;p~24%1z^2o*dy9
z)6L?(tTN)4Hzj&JoRQPE{&~SGlOp_LMvHchjc7Ae)&})(p1*8mRrfAONBD)=`3meb
zQ?W;J_zTp->CmLktgfToh;zw>uf4ePR$4U~eCUw7Md@5Rdd7c)Fq4fcs-{&Gk*7cG
z8_?QMyAo#bvuLxRVdPJMoE0T?rh}lApYnjr_<N)->fxO8!gY~rF6<oP7p{O`;f!?j
zT+H!Mnyks%@+e3NiPRf;lt9|NSVj}`6VovC4qXGv3#2BU@M2gj(=E_~hM|3nBshGS
zfGx)ynXq6A8pd2qR!%Zkv8pbosL5(sZq}}UJt{#Bmdjy9)!=>zVj5Na7G`30z)TDc
z19~C~e8=^;Pu0WB5~B;t$Q2r1gPSbCj(M@j$^67LjE@Ly_bn=fG;%At6duk6O}d}j
zWaZ$9^HiU2|8vTz<$jkshIZCGH%g#OE$*=N=^Ymn{ar8Kx#6=(<q=cuVyd?Bx~#>x
zg@<GA+4GFk9sV?54*NDoUDxI%W+c8w5PRz3B=@=G^s>f<5$CLjie8#DV3E()k;E6}
z`td%BPInWf(dkI?o8hWa01v0(()pdfdi9`)ll5@>spnKU5qEd$;BaNvhLZ>0N@H8c
zDH{fC8hxEVAm0c{tyhu?xbDocVCVIBmsB6q7QyGg=}FG7uApJ*e~#)lS67D7T|~;%
zpfi5BGboO0nbgB6Ej{m<BhRO)>FKM>->>r@N>Fd4i+ud<Db!#GWW?)(9uH?)%Z$qt
z+m4DjKb~^&Cwcc>!j18r5-w~gQy59-FpQCSIG?xc^3u=q+D4r2`%NC&V!=$m>V7$y
zfpVslkIPB!q*?gqw!2=~w(35guP!73?<O?Aq;y}hK)|9~mz0L)IiIsOy#{`C>U$$2
z&T(Jm7Ea!}goHet2t(Wp8piwum?J<R#JsgZujJb&42U>e9y=&=>qWN_W<8V}l!%~V
z%p+(La<d`%U`svpV*W7?S5J*N;|ohVzch$i>HyC!Mnk)QYGw0VR?stkf8g(xia&P8
z=A5sqq7kRgdt>idGM{ETH%qs^k11#va~<(Om%UV#lvs^TzTMTlSjG|alXub4dcWf?
zhT)$*)N!oX!br7X3mRs81%z?37KX3pi^kvc*b{B@BhIgX6y7zW-5n&1y;K7R6iv`D
z=F{Le13fRK6&Exdx%}({2=wSlpFQ~4)*A`5PO4T28V1Gc$K8ZhmJ=DR6U?HHF3_U>
zMw-?YBO)Gr+Yi$)=7V4~m-5OL(#FXDgK$3q&tf98c;5uif`)m16FfH_T3TLNZROaQ
zPyt&?_@o65qkjqXoD<{aG#kdJ$10Rj?2A&^85Ug=Gz^XlJzd<h7HUGR_jEtOSI5>{
zRP;_$QVYSbpkd6Ga7Jbm!&YJFJv=($VqPrR<|n3MY{V*<=JVIlyzyXO=DFR~KoQtT
zFh6mC6l1;yOf{_p7yZ0t+k8!f33oUhNe144xt1q(LBp7D0@EAVeLne~h}XaFd-wON
z={j_GBnIl>hKHbG%nu>gmeJYd4vZ$s=)ORe_!ieFQRDfA2u<So(`PDJprGdhH=q*U
zOyc98zxssN&MBu=*w|QuV-KptohhDR($FyG6R1Rvy7kGk079B4TFIgvf`-9=0mJk^
zrm1g80o21Os@Hq__ji*)VP1@Oq@!WXFBQY%$VxHZkr2beg=1k@&@lM#0LL_9#TFhU
z3$~zP>|E^V<r>!%S%;Kb7pAnYzQPRWkva_x<F_MxH;cv(!t{L=&ORR=+h{iB@E?BT
z(wQUr_9E@rt_{RAG>n-Co^!xzv@B6MLwmh_wGy7Zd2S;x5L9PD!{Fn<u=Z@k>(eZ!
z9?t2#Za%cl-Qyxo`PK*b{rQ3Oh~bG8u?G{gW*WvE3e3iOuHFNU!^7#*_o%^z_a!1u
zqg@#X_u2Cn3qk!{0}W%I2+UlK`4h=5j)&8F#y*!ny)_<jUYY#Z;%l4SPnbEN$xuJn
zK*N~GL+jqH#`$;_y{m`w?w7CsFzWy^op0TK##t|%H^j$GL&KP*gp+JACIJudKe;|W
z9k_Z?gfwHtacC_9Q`EzW?S0ZQb*sN4SO2INf9@15Wv0{7Fw>Vp5IwYT-=W?Y$HSTT
zZp-F#htG~Ur;h0UL%myHVoddO4K$4T3>a?DJq-sxD=3VI(unE+!BD3YgMp>f2^ucy
zZLohf%&E*cra1L*wru`zTIpcY;f@2}+`HdHFZ)ZAb_hOgW;S}5GwLzO*QFlLj<eRE
z_FdOz5ht-}*zo;Js(1mFkB{3<kI$(pkMgIqVABCg&^%&9J)A{F)sv4tWehDZ8eaS1
zdzml$iz#s6wt-QZsiTn)lH@#n^MoZ&yxfuw(0$YKvNeBH`5fa;m1ILok{zFgU8#(8
zAF)`#soPE!5^x;de%|~`k0>RvIG5MI>%v|n7PmcUg3cvD!<gfM*-U9lV6RHwf<ZU_
zcD(4MBd=M4^dDzw>oy-|0UnN^Va%Dp+^w3=&4xzf;dJPl|LfVU>qea4rqta&cIh;K
z9W{^Wlg(%>bW2qXShT2+P72~yr8Hl2Y32C3akQw~p+mh`XcyrEC;v-fX3cYd)pbcj
z!|346-ABv363$XQoP+ME_ejG|G}+c4R<FbOho*B+3iM9xnx$+A8{TSq%eiAth`3E5
z=3ts)&Vc#Dhe!4MU~#{QSy|%Xn$EhG5kC(uS3I1vyL`N+@g;pD&XqeaI%(mUArbdL
zg&0tV^8BCgpZUl>5od9i^X8n{<}hDFuY{PIM&lLHsxl}yxh!K2wp;x%#~iD5D$ic{
z<JK-eQs9RkeACgeq*g*wG|ZsW-a-wo9?r^txA^tTHhm(_s5|pl)oVY<?*hMoUR{Wn
zk&d46efl82yJ<zw9S;qQI78OD+kaS=pq4mB8Jhu2LBp6iaD08LCk&rwecCNM;#~Jx
zlj`z)P9n^Xx<{p<Va!&*JQh4;x;gYmJ)DX@x8?qDDy=~eE<OA49w*H4<**-|T#d>R
z2TQxm<)k2KzT#5wmD@RWEV%lfHve99)o>c1-hOl3_Z<S>n<@-Ah|l*n9#lyI#Svd}
zNh{D!8M;1Q(fjf67I~DPVdmgJm!9-kKa!DHJZYOdK*N{=Q0H9IMdRAj_qwSFD)n&M
zZd&^ApLdZWfAI6?ojR}ULHIY(tU#k0qSb1kVSG3a-9M<x)CRt%@Qvpijk>#vJcWAe
zh8&HizwHm{<S3V&@lXa`jN(Hs$oHIP20W+t&pG4%{-;fdI9EUN*0zW4g~MS#-BbMy
z4nf11CxQ7cYDf-X&U`)l*(dHgE#mxp=&F;~FIY~Pdi9r%hA}IYz-cw55*L^{X2y}n
zL_M7K+j5G}AKWU!FU)fq8pgi~`1NMS=-SixS`1itI3tEH=r-e%QzA}gRkxEaTY+rK
zJJ2W@>1Y@e4o5dbtN3X!V(@S-edO1!`*fuJw|kamt;ibq7-4$T-9{(|9?ltiH>g*c
zF*M@z`1XlrubzK1&-K3pvb*Zb0lm<vP-v^hytt$F5Yn1PhBzM1#{7Ffee)QaWCz@L
z%7fX9?u<xnoS%`~VbnY1d%SnVxeuM&Dd1#=cDdbDMFOS%>y$ko_L;IT?T9UX;o5iB
zkT$yer*bA}SU4~s+`YAM{7t9*K09XbhZho?w+{GX*!&A$C(La`7_tQf4PzDnv#;vu
z@s-q|>f!CwoEUND-qSqm(MMzc$c09Cdnld*N_gV1%g@>GY#NcvmhD{f+iPPZ-oiP)
z6Vk-P`TVx6CyyLWB%PNY_~E4ECq~@;G>Tu7KAD|!dw+W<C9U?x7v>TpncGFz+@BkV
zbv*j=#Rt*WZI4&}Tr_Ph77kl=&C}2@ra#{XxA5MZQg2GP<H;BP$o|8pPFX*hFvWx`
zXc+T6@OhB##(up%sCVPl{XVCmq0PxxojH2|61fX&P0%prP;|4LU@!^|a9w#&9{WYx
zve?02k<-F^u?))QC#GR=zjFi!&FKRh+&%Wmt`TR^yZt|I(s(g3tjDr|DhnFM+(SZ0
zwxFf|NIEiGBi~|qZ{b_ea2dIz3vOoW1f^FO6kl}gy;Hs@JqGtEiU~^4Fy<s+j?$QG
zAzwT=QMvQkUcEnicI*~EVC+)RYhxzhdSLs`&@+CN=##Cy`&i)I(&u0(TXuLKP}JH|
z3qixBoC>bI<h_0^w4XGTsz~f^2^z-qH~)f8mU-u9{#<Y0h7o7g+W8;7d@V9=_oTwf
znDNUMG>qv>FNkT<);Z_j_SIJt2h-VMGhO>;TM%E+Gky`IogI*NsMiQjn?=TghOw^#
zc9Upf$?U@FifCe*ml^7g3=%yaoHvJG=DB&=os))!;cr3{MzsIQr~lxqV|JY0BPZhM
z+Z$VuxIGt<?|+)~`(7t5os>xv`YWF{9Q1qRh+M*PS_iXM;bI>{v19a9@EU9cJe+5T
zjks#i9TOwYz;R_C{d~{eRBR_Ar0FFM4P$-<NqKjZ7FJN?6}5uz^)g{9&dWRREM2i@
z17Ulc6KQA|dmH%m;(3;!zvAKLVWA@xI{O$hAWl?9r24rA8pg!#zWWO%k>D6>qR<?D
z3xU25SVa$@e(s_4Ag%8T9`N9(HKu3$T|}DPcic?J1Om`?S>=>jM%{a63y0OiRp^Lt
z4MSRhhKuv#axw#PIg7UBZ@ug=vRXd-*VVTkco!@N9nY1HhA|N*>wc0dqG;bozgc!<
zr-+mDb^GZvR8t<7Di%RwFtzBqk?2BVZ?Cqo33L0Jqk2zY^#$=Mjynn(!ra|H_59h~
zcsXJSaGtf8`~b<U!G*=NjUz4(7NO9VVL{NK7QG=9b-*!aRH5s{Y~ZzSN`S|4GeWWf
z;bK+|iAm1|!J{&A))O>_>G)X4qsgcfM-RfqHZDbxr%Xq>zW17B`+xm<0>$=pz&8ba
zK3#v8rhr-m@T&q|K>^v(0=j=LRxBD+%RCT=YH3hG!?O7S*o~qSVkPpxrPz72APX8s
z&ZMC=nMJKhflY#G(O4E}LBr5vXaXYN7-3I#De6$5i)r41E@&A2Mxa9t1+Gbe#cl!%
zuApJuOK6>!Y&5RghAhNrK^8QOoPZBI2g;3G<nk%keyI28)~`jRxYE8`0iHFC4hoE-
zd^T0#l(|B&EPM+Z=KEoSb`K+QhuGC|eQQkY-x}LNEkR>2YZzzwcIx_%JbmTPuPB3+
z9A^a$Fq>2VP|-c4Z}8+A*G`CIy`4@u33UcQeenyvjAvp<qkMPO6-A}R_%<|&itkK`
z>N|G`W|!b3-8pah#x(=C=Q*dYIHK8>Wml>-t14#(%4tNN;@*dgQp8tW3chlOrj}A?
z$syD7htq9k+rQ0z|AdW!Qu5HHGpkf`%%CwKzTgsIr6)5<aw(@*IjT;laH>n~F${bJ
zQ3Va7eu_ppikJyWNB58S^PCs|<JQ@?0aA1dOhLn#-+|MtD1|*(jw7=bXI?C7ZhrF8
zdq1n<ja1_x_KG$Fs>)`TC1#gJ=>nl?C52^34YdyT6dqpcmCzLAF`tHpna56tJ2rK#
zsHe4cdCs=JXFfLWW*p}ghLxaUOf<GTJXJaL@J1^5**?qO-FFu$hu2Bs*P)j6Nz*C8
zOsE~jCtL(RagR+cLi<<gK>QZEqjv?0aHo)>hA;(<!PL7w!p_pV^i!Vm`LcW7KBc(A
z*8c?!Fk3>^RMLf9I%Qa{wL=Ez3X7>mQ3s3w#%}=sM{~LWq$F1CDPT=Stj=Tos<DUw
z4HprEdN-LsH?}3J=*)UK?n@2z9-eJYY>)+B&@lWEf0rb%NZ?j7FLXwjn%v%!hK4a)
zkv=E03nmO2KVjmykz<C94e={xLkquxhOsY&vSzBBorJmp-4G96%sRtX@6M_B1LcEQ
zTF-r#W~lhp7%RWVTopY1rVlgxCyzfQa;QvP9ZbzpnL(o@@$#zh!8)Fj*R8*2)_{Fl
zz?G}MdlLhBJ-4bXRE(HH-CL-TkQ}uJ299tV#1CN3=uH5<rHwm9yQ0Q;czN!~v^JMW
zvW(P)VfFJV(noDQ`kx4~QmV~Vb_5N>B84U0+NgHdLoKSE5usd4Vz?4C47-vllWZ6*
zDv1@AS&fvy;?csdmT-W^0IQaC3sMIu?S1$@&pGtR$)&g7g+Xd?>I5ce7;_brNpC6!
znnKGg<iVPdiYaIq^L}U!9rM*jpczL(5@xM4FP1)IehOXT$*Sp2OcjK_oP(~(*_ylU
z>iFdl#Q0RE1r0NO5r(Cv(JI;`EKgL#=g@^Yg|o{-Obf-H=e9`IHbKJ${6wTu(zoT6
z6+a)L6u|dgS$gioLfW=;g`@=yWA4JVl}q~e-}n@mHS_r^Fx#YJ^6+AU6)k)U8s@VV
z^)&Z4QnL`B+`vYaEDa`T7_%#SuO3Z`W3$RAK%2mQSC-+^y8>|+nH=yr(}<IXhQX29
zH<?Xq=+Y|6c%siWcO{wVkxEYx6nRjbb=Z%MH(X$AG(p4I=K(vTJfRr&L5&bNveY7B
zLBpU+6zJ^2csPpFoR)UB9X-|k_<*C;ETa05-^{@=SQl`&f4s+x-73}b$*J8*FMcQr
zx6TDm%x%@~XcY~i;8zhp?)UTvwfK~;&#Ahg>z{c}e9(e>CarEwf)mrQpy4`V{%|L!
zc6)6seVOOH`cBt5L)s&8l9&So4P$n~)ZUEZ0%peOn9&T%Sfs93C$96++<15s6L~rH
zfuPO4Dy5;}5)P#j+yxjXf(t0tYx4r@RY~puaMS|FaBzxIPn1zau!SZ|^O+nR@x6;p
zgiv|Lrs0g<7Rd`5uEUYQ8~}qUSO*R`T6%HIb<e$ztu`TfLBp7LqMl8V<U8h;6_(Jb
zo6>`I6@%_1BO-q|3F@vG(hNB|oQn;ikOVck#R!f+3eGYqLOP{0Y5CAKT7$D2wLR(6
z0cype+6=wVJw=z`4=;kA>;5Dro6K<ux|%&CQF8@=cWKPWwsn%AF{t|JZnxBtTc?5E
zljmHxFtOM0Q72L>3CFIW0cLAVSSn>ly@@09LwpM3$1;5j8pcEtA{x2JL8&e2aX6iY
zd9i?-pE&7*0gpF_@zErjUsXDd^4cn|TzJP%td1@4f`;My0p8=?0<PC3fg_0)a6!Z1
zFvgNCN0!Z^C_Uv~wWsvb087ju{nzscp+)0sP)PIW;CNY~TU}Edh~dRj4?)BAD1&;3
ziuk8RrEOKA>pBJg?mVYS_3EX4Pq5xDE@+7D-91t_F_5!Sg^alsQ={qtYBXANW@j<<
zSo)Ztfw<bBk9GY&+O9jis-o#5B#@9o?;sXHL_tvm6uDPO2q0BLQ3NiR<Z?KW<i<@x
zi@kysv7;h(P{al*s33v`1k_hiyrP0#K~P^SB78HuXXljJ+)o4VKl_{~nfu$>+1c6I
z-Pu{3X;@p70|OzVn+{x?H|NZJ)3{|ch<Q77u*~ety-nJz)TSO6m6G1&!D~_(J>j1S
zJYyc;s3@4?T)y<&;nyp7=f>MQd5$mZ*(!f0gQSY%g%$FuseAXI{f_FB*_&FxYryy$
zn64oRHCE<^6N7bfcc=98<yPmM*1JCM{ykXH+dw8@{gcp8O~|1rQ}gF~{KmprlR~(7
zqffG@<gN#oPfHqK;}-V=4d5rCCw!OQdlpZgRO9pN$NRpHE+ydlF&PbEE<_$4Kzc8x
z!A?9G#AGytiK+iYTZQS$P3J?f)Lw24;PcL)Y#9w<9tnIV>ewZaDk$Ln(rlrvW2Gn!
z&e)8GaFM@6_Gox#BrYHeFeV7~8-0aZjbppO;PARXl=FXQ*E^o<@EAt(vWb<^0L%Nr
zL1W|3*jYNwf;d8z-~^1%blIwZY=ma(v%}dYev}dN&>%l~)!}C<JSAHY{~xj?TA*!|
z?-<n0ix)u(h@9XP3F>LR?IGuCJmi<++scdvl}19Z!&9)d{L&)3Jg6?T4ALJ4VEr#j
z#7Mw@;R?DoI5|F_N%<7-!p85aNqI9XPll1hHkBBS#<X!XChFzKU`~S7XyNE+QANyj
zw&r!0IX-i#34bZ#r$J(KyR<Ygc9hPn(t5SZBxOcJ!1&+@9P5_EOPr$y`*x7KEUZhr
z{l06-$$i4s`t1*$+iv^WAQBc^u13%?kf-F;F4rFUM@Ncwd={i^V`05BW89zbHt8C+
za+`;5sQhoQunsRh3+lG9utuhZH?53Abi=~hPj7qc{7$&biArFfj_fs<3Rz<0GskvG
zg^UjI*>bWwx|P&8JXA?!%(7#UTL~kqp-1c)2#baFaKAU&j@|&xyW*FXm%MvzE;O$n
zYDG#i8p3Xm*hfSF5%(!&VSP33{hnX78WgtPZFS4k+^vN!ViFoc?1YG!g(6-GZ7p_g
ze69!6sirte3!;ryrMOs`;3PBzj)D}IsA<!k&?$w6eq4>h){@X@%qkosHSpk6Fj`}0
z&fMEC1R*fH%V-d@70zhwu)WOL(hpTy2Ro007j@tk1;=DGh$;6Z%$Rh;b>S~99`Cp^
z+l0wz5c6VW@nO*HL?$GHm=Z5k_jP>Mgfh>m9D8qu&>xXz4K1da6`VU6JykRi=o3v~
zyE9e*srWF-g}Fwh{0p=hSRiX8R>c*;8X3K=(LM`pP5Q_wB3@n&iSK>wQXL0*{`7~z
zO6q?RjYh7bbLZ{p`oMwpuw54#S-5)hiN+&0MuV7bs#X}aqYf8T&ltOP{*3~1y>NwL
zG>F+2F{fc9Lt1GpHm!=>;?=OW2yEj!4vE^6D%i`8%He;;n}~_cK8!~5Yrlz8WmZW=
zG3<{Oz*FHRmMP8C7M-jiVVWY874^^%`Vcs>!^<j=!Y~Fo^5Ly{nCuN&;X99D+$*i{
z&=7wAx`3aVAH&3*1+mdKCX!OBf&-W4Z~CZG<zQb_)$*u3QkN1hNAR>VQ&+Ow90p)U
zLtNLu$nLsu{uU{Ul~|bF#=|rF*}sAoFjf<p<!}TGvsN+0E%~L*yaWR{qanWEMDRM1
zfjLtk%)rMqTWc6_84cn7l?AvNeI|i(52gd&EAnA0emtjU25d${*as0is{j@yli=oF
z1oOxF(Aj>F0iDqh`VDYGlSnU!SCr_zWjSF;<zrUTfXrw#auxROhwinWAGipDmnYw_
zwa>~or<iOLqe0A8IEP~pbRs2Bou{~rvJN*e%4i650}Ql8>Nyp$3cul?7&ZN2K-K^9
zz4|CwU52b?4HtGCw(VzebY>C^=!}MVUV#HJeXu<_&XJj^G$1n?jcnJ%2{1b{d{(}V
zXQUin=e(iBHU@Y`qv5O2ilI+0zqiKwdqUQQlkV;G*{LH;TES=#^9;}my9ct|WK;<l
z(P+^?7#}!s8FC=A@oV6m(db&L;9R|k@oUI>syuY&pn3SDHgotG4PquhKg3zafDksO
zDn)Z>=l_2~ATiNr5}kr8JW?ec!j3+fq~8el3lg<Uqh)2VMDT8~v7Zpz_!Ds_I#ouy
zukK=e0uwD`o8|^hLzoe0A!HcRsn$orE6@h?*Wk|S(3Nc}-hRzAjq86A4WV~N-y;n(
zEMs7^513hAgH|va0+!xVCgiG-XGNl-)Su{B$<Q-58^9S2flCX=)&r-{EL~eL7qYN^
z6&~1O@XL7rgQ*;&LCmAky*mbrW1;W~L8)8<q<htOm04>q08Gph?b8QFLzrehRTqOB
zS|{T;`@o&kO?)yM#C#S_J?2ml%TevUI`&1&`!*byRX1!+s8KOt_3#Y9WX=|&Axtx$
z%K7^gB5CDw(2Y%eG8(|#H>f&$Q#!Xd<oqZb=iJ4`&HG&A+E2;c7x2jXn$ci;JD~Vb
zhKV|3)N|)PIU4dJFgY?B!mWpXW#dSx4gLt;D#zRllW`l&@0pM-)teNRqJ2=Q7!6fo
z?ktsf;wN}5`p371P5cqB{4;?t8pLdaO4SIb`mCJ1iV~SZ6w~~JSlm-l&8QRSu*@|w
zNoWZDV=%gj^qjm=Lvu!+H@u$@S)Crd7qVtuIrrE7Z87AdH7d6^<b%-=vdm@=x2N!N
zh)5Z{Wd+!aP+_oel5v1cR!v+rw&&P`E_M<c!kz+bKnj9c?)5b(c`Rr}K_7<UW;9<?
z+Bmx<>J&uE@I73g`YDz5uGjf6W;Dcc963%afOx1XfIabj28I=|hlYSl<O;O_vZM#z
zB4GC40Ly3y7Q;SK4iyZSv0}hwG=%#E&fI`I8IG(>^7S<FU*X=0dJOU{jKeFSexH~z
z^RIwqJZYwq?_mdj0rvswDsU!fGBf(az_<RF6H~KDuA`+Qw?Mtfa5|7-vyL}lGaBl|
zR)~$tF$o^;Gz^mJcH)sJj@kv0!wiclToJYau2~&MZnvQ-gUTUn#P9eim8-6;sBm<7
zdfbL51`Z>~OAr|48;|>64m~t}F|{qM$0IYUlteWZ!mcHq0SDP92&SC>MuF|xh?|M0
zg5U|r<V`+s@*>o#e!n|8xzh}z(WAqjiQs7woUn(Nqr&CFw4@^6*m*p0orH#f@r70$
zgW%GO%bNW3O?$Yval{J`4lJu^AVU(-1lVhlUZ%(J&e*w6tiR*Sk0DXy@Qn{$-MvOe
zSWoJ1+bGIWKl4Q_%pu5B&&vjCu?T4#)I$Q9;NUopf{RJ3D4n!P^Z_2hm)L>Q!NOA2
zLOfW>u+!RJxVesuev~b_39J1O>Als?-}}Uasq0e0){5!f!{=R}>bBfv)B6Aeqo-zt
z0Y8zFlRJ2@PY>$tDLeYF*C3c!e^7V1?b81u8Un=_2?$D?6+~q=+knbw2z4Q%)&~DL
z2zzKF;!%XHGhjr&{858P`h;+3xXUHG!-`@-b`Qzq*sB3n4+RWXP*<%eyheYJ9<E0k
zEXYfy53Pr8mnz|Vg3d_z?uhbw;3_M@$B<m}_DxT}^f(?&G4)pgb}K{HywwBWTQp@)
zh*ztQl-`F?)M4L+w>I#o|H~-Etikpq0U>6C<#RZOE?TZ1tXb|Z0o+EZZuHPlqYj`f
z?^8P?xhN+rC=QlBNK2E@5a!>=aoyqPdDa!~&uAl0-G9eC#*Vy_&}ir?_OwcS_C9^&
zz4gM@=<SUziFYwZsxcbGycAn3_h_>sWiz61T3;v=)B6O>h9e219sV2(^1$eW(B;+o
zhJ9_TAH3igErFnbih}YA;rE;ltqRFTdtk%IcJ~>-tQmLRZ~6`s+GV!zWHi9`zJb-+
zC6E~?Avvrsh((T0#u*I<{bArt|I3L<T`7Irj;O5iUA=54u5+|{v&+};YTGOck5N^k
zEfhXX#SXk2rxx5>OoNQkpbkjP2B;_F<P2tifceI-u-4x_uj_xl&WC^v=L6#hCH+r$
zfg0Rlm?4wV6TVCDeW~J<qbgti>x+xR);GP6-}ByJxWWVYGWQ2QaUn3-5#YNoTQGXU
z$L!&p|8380{&UOwkiJWQREjrIZeE`Czleq~d!w9{Og!mC4L*{>Oh!YP3t?#@`hjN-
zaUO2F&RTc(X)_}+$kM;&*iIvRU}XJzG<e>&Ga8L)*Fj^J8Y_+CZ8;BW+KbJG&WRrv
zw)6+}p38-|22DovR6`@w>LzmddhmZLd8KckD~}CZ`lC|39^_j8i)aWF_d*l3VDA`s
z9t@I}h1KoCQ8RZo2Tc7zm`P{|vm0W<RU5cGk!lY`P%NxoH&1-*t`(4SOMeh(5*h-P
z&Q~qCa|D=YBPJHsg0HP^wH|2$X}p{d!c0O#m}ko_D~iJrq_4|9`(@^|$9lGf>@m&<
zp}NYV|3x$!ReXxdbu@72GYs4QUY%Gv3asq2*Z%NO`F)TlmTwF(8jWechMYEmkY7xv
z2}vH{D9Fu3U~hx|mWB2AZ!M4O^a|v?(P{fC#X6-7Noc5+-B=6keyUnfES^f-rsu9X
z|Fvr_hTt&$L6sz-p-Sq2c@s9s2t-~VhM+90_ddMy!gCu#5=;Gor#NWi>_3pHI+23n
zQq04clI%BB2mVHE#)f-GV*i|@$G_322<+%P-+!6;8YZ81gyZtfXf&pZGG<ehdSszS
z*qYbB$<&`uFEUM@j0Q0G4L-!l6CQ3<{(*eD_Z_ebiA>0wW0%00th4*u4rdcAoK4OT
zbs)uurddhtc6w;A<y%080y+%TVra~QAie3aDl1XGNj0K<WhK}G9wDaue~8QZwp+&X
zUJt?R-rP4~G{|@-)Bt=(J5k^90P-=^YO)>J$yYu=HR3mA1<#=_KQHHN<#9@B>qo$>
z+xCCayxlfD#$rbhjE0y#7A%LrYnDFqQTP2iJyzch*KC(9yyep#tMSN*VKN$xY0IbC
zS;jm%RMdysI5T0p?5D6@%CGQ5*E4#;cj>*6@H!ic;|uMP_YrV%5O_PD<1>1~$CrZy
zK9dGAS&xc>1zmHX>qwR20i^NX2p~T}J6(i12r(~Gedl6QJPAek@i(#<4Ph=pxphDu
zyhnSKQoL)${+EW{)X>y-j7DQtVRzIei+v&M_?y40IJpkKe88M`MuV6qqUcYNBib1l
zW2VGnMVRYI=5_HhUhUPltOU<v>0VWSAzV94Qb{%T{$wRfQQ|L4iF?vMPg{9vqs(vM
zZG=A`eX?)+^dTS}CqwTCz?3Ak7!66syckjIQHW<ul&6$FI};C*nZy|lVs=4^j|4sw
zwMIt$FG1@?LbBBYqajQ)pXx;b*p7N9HT>cY&5Sb=qe0C5D9YhDD$bF!v&W**w%l!B
z#=HKy<alWNiAduOs$evP*$6Qk2QjtLv4nkp`pVzo2C?QL45TuRcIhmLiY-yEy!z^5
zzookV#zq`~0!E;FvPo7zjp}b<8gckfLPMCykN8k}6CRn+%%RRb@m4jH38NuQT#3Pb
zV?1LnRPSX)%HR;R7?=AlPln|_<D1dwI&7S{6PZ|rKAQKLCF(H!I52jAT=wAu#^M{f
z?DI63(d&v74RehYEL?%D_2`^7AHLJWG+-DFVxElE;~fLYxz!)`vvN#}_o@%H+u;O(
z1#RBZ2cb(E#<6xXtdxm&ocZT4W3U#ZLCoX80Ex%ZsMhT_IM1=GK4DjTuR%h~(3WYi
z824c+YXgar>><5dm%RI5lUK)Rh~32~rlKIG;uAIib@CE}pTTGd^De|J4q_4yD<-@;
zrqhJKlJco(2y;JTb_4<Y+OBwjZBV5_#yi`LhA_?DPdl^&PkDUC3vKXu5N6>S4Ptgj
zg_X~4tO!~;8Z`RDAW!`-C%9{c+`^KW{SbI19J2e`UhQdFV&aUMNR?Na4kKy_bWoz^
zu)}l?DH)Z{_3^=u*PHfMt(9#D%`U42ox~hrMnj#HkBx7j7PtbUDj^LPyOE=_>RPW4
zZ8QAi6V8Pi-ji!+kL$^3sD{N@Lqlf`T~!t88Kl2LR_4_7oGzEct+XYM79oS;(_nRs
zo~ql8X0j!(4rZ0|s9l5sf$MPqVL>nIS})CdET`mZh%wXEBG=-xV6}9QNYhib(<Ga!
zZ(RJBZa(sadzVAVXuZ|fjkwot1CskZh{<ROa~DpDT5@n9K|rEBnSsOGgx!;OUG?aG
z$O<y%tLw$=j%Z6hK{mWTKck^4Fr}5)8DyK*9j`ooZIi^Opi){aC|$8L*aSvT_{{(s
zW_6`sP6!-an=XO(BRt(e3s&vgRf^AoZD2H5$0=wIPK2I>Q|TcUWkrW|UX<YNP*>Qz
zs1IYU+}C<u(x~pyCd0^RkYTylTZ9ZZbSA~BvXxicrUllMUOB5vsNjI4yw+`I%61&c
zEF(OlA+}}8@h;f+-X#&47X6XT{Ae1&G<)oWb{sWr%qbA%HYp`1v(v=OOyXrUh$+pa
zxyvY0u+BrzUVhu37nv{_4Py309ovCwFeW(fC{NRK;%R6*qajSxThR&i+$&E-51U3x
z0XCX^14cub81*QwS99)q{Kmpku?w}~QKAPQ`0I-Kki%h#)2<OvJ>Pd=^n~xyd-dv`
z|K7Xg=ofc~tcCYCy7!g00blG0+6YENm@?U8oq~8t8C>iFS=@=H6bpKO!P-4^#=@Cf
zY6GrgK4r)-7H;nMdLJA-ebXJkhs2k`s>w6fBGnesz5J<2Rzs|5`K2%Rzj;Rp1SFLS
zZLs(vh)52KQs}os+FrScdJREy47E3mW<6B~ctUG;fO9Ad>y{5sf9Zo;A>es?#s%m6
zXG$|@t<w}2Rp%sh66<~t(oJzYo0_6&1tz$M`M{MKO=Ie*hHpc9=%Be4nBU$veNbz)
z-sw?+Jtw|X<ZiF2*#;tO>^7r@)UP;*vXp~JU{jBR)&siRB(-$?K4ksZj$HfFZ@&?_
z4AHC)cjby85nhQEDUVN!mEgSvw;{@*g``{S*3UjrFXKn)C<f|E_0&a4i=Mx!L&uw5
zz$+Y%Lb?1f8tS;maPm6<ZH8`h-(Mg*ul9?-fdT6X-0c%m1}#CcTS?8WR;|b(YFJ5o
zYe@VMBvB}vbi$o?+}5I~#2%zimD8at+?V@wB4_=!Rx%oDt(@vl1cd<1c4$hluvBur
z4?<4jjUP?siO~?I#9_1P!ge)hU)=<@a?ec3opCU`5_*L#GZ+nGu0=~BHwWa_thZOx
zD1b<R{Xr%Vho9J`Wb5{#CL?;nN1kEb9Vvjze&w;q<dO(nhWAKB8I{@EU_-tO(D$Q3
z)m5U*Bk@qxyDh}%v8FR{l99XfjYh$>Q#iGNJQI+)GAit{xIa0U()n9;)XJ@<9$++7
zhYYG{PIdGvnQn`C3A+44;h|4M!>X|lDI3!{1zOYv3Lhrj|5p8JT&yq}V&3d6^qRH%
z)v4FO&ac{u=x9<OMnjn2gAOIK9A|7uR7^9Thg3t{C!+uc<G^GI-Bo5F@Nb?D&3ZPv
z*!X4<qd|@l^Sj-skad7#e8$-)T^65j@JASp##Oh$>3%W;S9-fZ>p5J!=j%*HqrvUt
zK*1CB`d~7_5_xKNnDNg<{5nG_iWn|yuz_zzLwrAkxEb=O4^mMF1+L8bB5jfXc?vY_
zNOgvthM<EnucFteumNmfn$c*cm2qNbmeP5v%VejT#tEZA%rjw#*cfi0JjGP|Rd`=P
z7FOxBwSBrySqbk=J0F!|9D1K#gU14rM7gqwC*rJv1zoA74_)g{6n{#j1n$bG*iU1%
zSXigtzi06W7F4T0h)uac<Q%4d4IB727FLTF?zrjT_yuA5KpVXdYPL_sX32v<uTP@-
z)#KO$c^-0mDURntTnD7sdu~0VhAgZX#!p%H-hk`E^r6|8@s{#PEye!P0&*;@jhS^%
ze^|^7(+6?iAGuM-diG0MK#zs>etMSuXNSk&dBs6%ZX7sojXW5T+)Ixn0o?=a8~{nm
z!g~9yW>afTzA|jx{O8Aiest^|VcpoLk^38@@a_HQ0XY^{kA*F=Z<}{>*our_wP(al
z@aExbFrE4kD=+ETd*=LEVe807TN;%gH7_hM)g+L7j+J6zwe0fJ_6y#x3|q(Ve&E~7
zZn~LXPIO5IzWH1IoaohI>!O*xtfz)9kb%llxiIcTEI`Oqk64%VyK(g`6YmaN`PpkX
z{b$Jops)urWwoy884bzuGQ{j9y)}D!z3dvYuzFu{^?~#*Tf_8GDK1n3NkT)IcOhmT
zNYOV~$>Y`^hC!hJ<@gt?rSB%&{uE+{6`$|)NU33CVRakV<-`qxwt$X2GH&Pi1L<c~
ziVDSN5*p%jIb!B2%qwTqt6^hdwf<x2>%}*{2QM?fIbvS!L)n1ow7n8(u&|zc>V<)$
zktU_lhWl@NF#9a=w-mW2-dq_=h>O^}ZFTo|@9pk(;|owNWGpR!r%|9IpZGAnhAgbT
zoqt=LUi41bs@debkLvvL19W5vnM<)3;gH6{dj8a!J8taoR@hoL{NVDXqrVS}97U2f
z1;zmu*1|=L-)QjqBVp^oV}>60(f2R86}#gs)icgsU3{?4vxQHGt#RKU^<<q}mP56U
z4BfHFXh?==dc=Nge5%LtoO1Tn|Jhu=BW#^}<U^0XdH)x3DJ}aE8!u{P$!58hiqR8(
z2<h>?R-Y~{JAY_?lR~%?pw0;J9T2vg%V;!a6^38YZw*<GcKrF02eR-cE%UD#4Pu7S
zzup0MFHtuK(&EPCO-diT>Qe9KkflEi?CO6J4MDd<lgj2Pl^h*bLhiFAj9o^9n3p4*
z8FTF|O}jk))Sn@Xb~L#N7!6`#+Ag_(gxj8RNSpzVx&JbhUeP)6%deQ+B1S{V@=92(
zzJXKlYP%JZTX`L<7Pwlzo;ozl6)4&vL1ks`o}u>{jc&VL7p+CZq49o2^2mYm0r=Qv
zPL81pMx(2!LK)Pi&1bMdaoUD%;Rn-A<AKp2COVm7E-dZD189rA4x2hh{{wCzeE!hZ
z(+*w<n4_fqQaqqmT8xG;GjU5Ot+1lF6dsuL-!W_YQCVo`&2Y8;<IUgnc=U(aa`Kmq
zG{Io56#S9T-C{qWTJQ%V4K0+HbIMHk+~tFczW4<y5Tk>fGa8L)M^Gfr>RS#y*;3ju
z(jSIi)Bo}v@?pbleB36{=)68d1`nHr&uk9C7dMI^YlV+*rO+N9%}@uUA-<<#9d+G0
ze9(%uY9yeL{USFcm{oi1_>#+(WMqY{-<rM_ZJU3aN$D63u)FVs<Z+R+qL3muh7ZbO
zY5^HEsJg?h0MjK4Ysrv%w(lJdfyVj+0~`8a&z%i4i8PFeD2AmkOvp)ogtE&3?U8%R
zi4<Hb`=rJeQHBm-Gz6Lk!zz)E9l~GwVFTQN%xDPtJ#1q=xwJ1d<5$}@N^zL`TVcXJ
zev)i4j0XGr#DCD=YAcj-NjT$gOA2%j7EV7m)*TLcE|%01xj44UQ19zcjzQw$2t>@r
zqQw!&bLKN3Od9&P7zLAPrG5(+(Pu#VM(q>;RunG&r^r1lSy&feec2y%Tf=s?{?ITo
zbi0KaM)86hVG2ZD7X?$TKQzb(o_0uHU<XS;G_)u}Az(o-5YdPJ?a`<Z8H$1Fn86f&
zb_6bsu&~t8GNf46AE-$6QSW6(vqK=Ic-07)m6$R{CL3NTMCWRHY$Wb+`$iSh>wl{I
z5`GSfsbOxs0FG8l%JZ?4cok}juEs{6tYQO9ZHfB23b?CvxGQjDW4+UsvLv27d!*v9
z#D+HeR9tIkJMAGl0pOmWQ!n2o+XJ`FU~E(&utVz;jNeIQs|x-H;*yWuHtP$QIHu`b
zgH<%+(E42(?547wA#nc>PH2)=<J}<VOB%(BhlaXCTJJ1bO%h>werXsVRik4T^hDD<
zFlPTqR@JQr6Qd`ZU^V|lRMj1cGC6Z&Z)1!SJ2dS*8I5NnPg9I_D2Xrl_nXDiq{yJ8
zv_Y|1huf4)#eS$e8g2gJhL+)(^&CBgsfgnrn%uL|KgveA_rsZv!!srSR|6qmN~TYd
z9WCR~hsODOw8t5JN(vx_&*8=%0@|pTA2Kcy3yU)U>kpb69)%emlEW25OCsg4=uQzy
zencjyNd5>y)ekrKFMGIm9T0T@4N*G!gSeM5h4m%(lhOZzuOi6J;%$X`Rs>Gd^@nzP
zev=(6e+$9SHa@55ww<E)^ar(l3bs8XUslAMuXL`u_R8!yQ$T6=$feslk8f>SC@~t~
z_a8aVF?hzHTwV~{h^~O+IHQINEa+65K2Y{@R~`fW5{*?LTcP7mk=NS}!LV?y{d>GY
z=lAw@90e`Z?^WkHiGacXR-UWd9V&7IG9%~@4RRzh(bNM{tY+Sbyb0*pYB2fmBe9h-
zOyepQgW+<m`tdPst{=k~3`ve!naD1Ke9Q0_(CnCcx7h3DtIfSn^akK3a$ma#ddurk
zCMSS|eeNt{%wVM$4Qivrl-G39hr;8@{jei_$kjGd68T||I@AGEE3mLsk{Gzms6Vti
z*bT5d>#ClRk2!mVq5@y`>Ij&<ArS_Nz=(4fHY&~tf@JguwNc#?a`#)MSH+uK?HN`!
zS30>3-AZ5*ud0e_jBZ&48Y?}(<VeSYjz8!_OH|0LpbeEoot0^sv#4|xmF*vBMV04%
z3t@PGlwESQiS9`^PEy8kkf`tR@(*|Or5o;g`G*@G<2e3}bcew}Otewb#caQJfejaJ
zs<vb5ylR<_pIJs0K~{WfaD$MMlc41?!M_6KvN*J{i+L@$EZDI#Y1()+YL2Fn2x5U<
z5XF+mkc%N|47=J@b)%)f?_Cog?k2yB>RVU3YaE){&wpiOWf~7>V$4RXh=rvt$TbMl
z2R!eq<l#Clg{QvTwd<p)VM~8#v*(he-2ZsNpnh-;qd!PbT0<?`(cn$0wxc0Uk#uew
z`c`;{y9zl`*4I`156mgvq)jyNE*}qf6EG4L_etei{(sPd^{7nkp)gF_aBu0FW%r#|
zd|nHayQjvYhX%CfAMK0d%q+b<IRUY|NYx%F=Yr}BIpwf{a_M~+>^y5g9weM_KG5vQ
z_y!E9Of-TgZy*s!%<<i|L*<ST)z)8hc;7D=n>!jkw_5n~`XYvDt-<$koqzYYYTWhH
z1F)YwAeX$#eZacPjYs#%&;`{9ag)%}qjbdJdQK|b8x}G8gTx?{6E-0+XfN1tqFg6<
z*yqhlVqM@QTz_ae;@$m3V-27^VCVO)byl70IUj=GOF_Pbhiwf#f^=B$t%#Tlr+<z2
zffEhfUpw{t+z#W>mJ}AS4*s<3cOB-w*ovZ|5IzQ8Z7V8yKNVY^;n)X;UF|7cV$1Q#
zY=i1TI73m#{TMCEA^{i;&L}ci?ExG$so*F1l)c(xUSdk;ye_^<QDr{4YK$WZEnV`u
z`O(R-!w!vi?X`pC4iGxjU0eA;-i4R9RiP{>H1~+x>r69xlJpo<yV{4HZJDnub5u#0
zStixiW+`s7#_7zZR+s0e-thZfb4?n@XiyIFG*!M1nlS<%g^3A%idpRyo5cRv*oS(9
z%UV5u!HEw&19wKiPRaJUeeUf;Mo+xM<#x<b1rG>8yi>cza8!teb=NhIK6AyxFs0}Z
ztN>3ErCXS2ppIFJ<03})Gi*%DB@3(X(gC-B@(H9G)gK@!{IUHpYD|Voa?ZD-D5azR
zaO$*w#Gf^kn^@&>hzgxqu4;vY>yyDc$-+9f^_Klpv*D3F{UJ_*=^6~QJ5fG6K5z7~
z6TgGpQ_hDtB}k$k&-f-}=?~4r{a{fNtt1bgO*nj65FRg!7U0Vo_AqdzWMLg#`0T{q
z1KWq`Lv)ih*+-%nupr|`AG)Tt=#Vv#HAxu}zNaPn29Kpb^pA7#$Muw`qL%Z3yH5ye
zmVyaZf9Ri%!=Gl-Pb-8CP5KxjUSwe{%SlZ8`ZUN)r9brV=D1bjD}<3raD;|21$ZAo
z7S<nEyjA|^QLsYLAEbV_ND~6S&18Ef*z39=WLa2N$6MAMbz{r0HK}HCbkkt4Qldij
zmFp@rO&^yP-UIRUO3i)=IYRdAaME=_9aJV}1W|fFHvE>icfytok<1E`sNn-CPn5`h
z4T;Ji$)(SK^=5oJpe!BxpL4P&|2HHq3X+`PtT^}UOX0qY%2@il+%uDdTqSOv92Ya9
z0v?vK=YdpYVTJE&c=Vb#M?s>_(Q~JCnmroC&`9CBdrCS}fU~!9AS9XuN%T!1t3_gO
z_}iNfhD0+(;vSo;9X$v*Qg^Cqghh*B1Fo1e>#yd`4|qt*6iFO3Kwx1l>d|D$$<M(c
z)G5*U2-9%^R_<-XpIY%mW|((u;c?AYx0u&6Y%RKdYp184>lx-9tHLW_VLITw?|<#t
zreT<OETwKfCi~6ClfK*)60Bpl>>T?;^dvA;v~*=1d&W`ee@$-)&uC^Z4L#GiU7s-T
z*uRU1&D*vI<f0Rtk$PjCjmShHrFuea8q9ogW&Ukl!`9ae(-*(>axXVb<2V>HiRNX|
z>9Gi`7Rqc$&JT}4;44keR`1<FAh56=4u2op*t=HPQhWDVVR5AD40om{A4%<4Yzc`5
zW)ir`pm*4`dbut=<;WTF)=_hMAAtUH)XODN*P$WR&a9#)*;{^sB-xI7;d>bZ3rpQ=
z0g|7F$M3&-V_i}&*E&;0`gs>_!0$+Jd1K!nYKE;rPxZX#&#k}<GvFUKIrY_#uYkQ<
z71x<gy5m-)g8UAKoP1g7a=j!6VmFu$6Ad9{Kui>)DT7;x@j^J__PLT2*t&Y*$VD%1
zP*FC4$=W;lGI~;vPtf|+bEZQ9?+dZ_7-=_4TOOQ;WnG)3YRTAe&(0^Kr@CBvZ;Ew#
z-ApAHh6lAZK3ZmRNl;&yyRXU7go#Uo<jVK)9G`1)6tuV^NKTTPk>9@kov$5qE#xR%
zgw(AlEyTNcB8pEacE)`LEF7y0aeJz|x?m*d2BAqXO(Fez{a5OQ#nnL)+BLr8r-vVD
zv}T)IJ8ou*bSQj!pfB25Z#?kb?!wY?sFuZSGaBlTz9_Kvz`hTYPPnG#4bOYz2E=4b
zA4Y?i(l?VSO)~T0m=nU452Gh4!R1upEcjhBwCT;MDJRx~09gG|DK1ljO+rHqgN{M;
zpL&N5&i#F&sP>9Ya*OdJeC?yG9Nb~hdBrP5Nl*<K4RI@Pa68^>xr*4bpF#f<3#;;|
zDKGwUGfWf{&u;W^SvSlyFer$vLV>q|1KRIDCBJk%DJ*&_lFp>ew7aZE{ECnm7DQ2l
z5ca4wt+OX<cZ5dE!uo4si&m>XItlLFT-_mj=f-ow;tYl2ZtaqX_0VyxUhBAeVpyCR
zBw78`uFVsQU^cI}pl0aH|BS~QMR+Qz-mPwKIFRIVbt!XuT-dr9q#AE|*0Ociycv<k
zR(6q)V;YwpjyInw-o#$R!qPXjt-MV)pYg~om}-MbQ_oqJGU#gzq9PJ?iF$WPZ(qL(
zmQ!G1se9`%VJJ@9x(r5vkwiL1$?D$jg^kC;N_*qowf9{Ov9-Sp%Kq+%-XY*GFW66-
zEla<%tb02+MZ^57OxI(?pUhN=g|%jOhkg}TLIm-D<7eg$xV$}e!iT^|qOGSB%Jin%
zWO#Y3+;G7B#VL)R?z|W_85f@X(hv8ZSf8}Q^{I#Kyr*cw$>5}Z-Ky1FsWUUFHhkSV
z(b`j+-hoq<1y7<$M|H|MtzGUkJaYe)=RR;QcrcT)kK6i1LF=%%QAyC{Ms?rsIu5j+
z+cz;}r+!Hc^Ur%$p{e#PT(Dqa&3)shz7JjnYuJZh`fE<gA1eKY)I50?{03Q>y&jev
zvam+<9re?$6T@L^c%P5<e%WORHk}kz%u~F{i3<yB)yyt^tvTt?FEW8aQzA#T5jQJz
zS7Ao{l{V(?u}6okA36=pIc4riZd2rtya4G_J!|Oim%e!9Pwzkm<M`0_wa#jSNx1J&
zm<>@0v9L;We_uLnInca+?Z%yZ>dXj>I~A9%f>8<rooH2CGdm5{2liTFF>UfSQ|%Qn
z;mN`}IRDSx?N8|lt6ArRb_1{*#O;c&B=l5iGpw{F9PoliYp4}M{p~lg1F^7f>{hea
zfV)Cr`lu9l2dg?_!HC5#ya-DL{UJ&fiMt!oZR+Z?L(`i<5^v{&xIuSYT#odqDqA(C
zthTPY?a9&}ogtU@yp6T`zi`P3AbGatQWs{wbfbkGU9siMW$9{rBp7O>#&|*x_5>cT
zqJr5sqcS^tDxS>+-_G>Xz7wW?)&tb-#tql>d-}2#THWk>@W)PAGv8BDm*dmI)+yuX
zY;7BDPHJakzKldm$omzqVzrSf+JiV`LDB5=VVLHXuLBX(`hzbwlmtAX1$r&vu4dIz
z^@ot9KlEC{U8<_oAs|QnK^=-`Gl{H<5_qn#5Z>!7l))l)W0Wx#)`rg}eV>0S*n0g@
z$<;;2d{FR5Rn73YwZwo0wTQM#qufELCW5y^*3PbXJlWx~&*kIw(zLj4ig(4p=m{U=
z_(j7YJ|z~^?!0c6XJx=>2y-!DCcJ_9G>@o2j8xBl3O&)A@zh5j&lr6oj14v3lF?92
zk7G^E)!>kNuICV4kt;Io+Bo;?FyV+(Q4$)eNG9%Vti<H1R>$-1e7lxiUr#u|{PE5J
zL=lLGk=`2~x3|Y7FAQIp4R?1654_vM?iAMK*becCB6rzQ>5$(IS>AV`<oI5L?QZ62
zH%S=754`d%zx?K(_Z$m5P0F3dq!vuRjE0*1D%R7~Q;(Lfs>WrNd~4-oZZ%1l(NHz7
zVe^{?rTh5g>tAbs5lFYz6R{5`jqBh_7n?604N6zO7S#agFTS&Rhh?kVlXS5aVsTKq
z%5<#KheGek)tQto-U$)S6+5nxnAW{t_q_Wv!q$krL%+Bpr=2UwBsA1SyelGFDoocM
zIX~mscedC~!&Zkb4OVtqVC)@6Lzp-<h=oB+6$l0<N!`*t-{sS-m(dXBb!hxERgYt~
zB>9-5`$O{PLOb5NabeL&6F8$GaGaLJq9DWS;WXIESy|Mg$tP_AQx6MdMl3;k?<ivQ
zgpV_qcp!+sX~(C##&(50p1H%%|LB*|IVPSN4PnX%8E1{A79-x_rKauoLzez93@`mJ
zq9JTNy$~YEuRcq#^meoXlhF_+9&LzniRp3vdLMn&{)_6L8n#~jxZ{{MpAH}yB%>ir
zjCK|$2l-S_7lHC#xc~Ht&kP<5nD-)$x33rtVal++Q-hcz)=X~P;Tw1$B<G?Iqwn8-
z4q)CF#AGytiAO48dJt2s{9t!<aOLR_bR9SdFr7_4SFafjVPd?qI4y|T^Wq_udmF>s
zGk1(T>Ym3w=na_n2l-?)goy_-VrCGNHel7E2ITGLyVQ(^F!7v5%noAaEj#P3T_1tB
z7Ajdbd~6AxdN_wzZrd3RVd4RfxG;$M#-?E}E}7pqY)v`#!y(5%Im(2|Xb2Mzcf`dK
z({rGswqIN8-P}%qS%x&;Lmx(?F@=mJJPw1Ay*InmLJ?M;`oplDrvF7WgejwP+6TAO
zG9GF>Wnvg2a!04XxcQZ0d~twnr!gAD#9a=VdRuIRwVsbpwgqb7lhF{Sd>O&nMRVt4
zdO}iv81|*~zbyShnDU}R9e7v(BaD2!(j2ZoD#cXUPaelm|I7Chn{2;4oO5hxOa)%s
zH-KPdVV(E$tKZz&yHnWO+@t@i1z$q8&LvL7(^lNotB3n0YD&`4PMv9!OQni?J!Flz
z`1ezzi%!PHj0~2_2XmOn)ImNfxW{gSbz)&H%Bp+ogs<RK@QfbM=U@4i9TwwNbKG48
zdbV!l$9G&b<zy=?B8tTI1C;{>Gt4L3hc>v~DwJy?*<yTi1j4&<OUh}mcmoXz7MAkw
z;J8tLREj4RbP^isBzfgpZYF8u)6h&~VJQ`a0||ACh)?`Ip^!V1$Y=vw=ULPu+Y1PZ
z`dVZ<uocX@`&-)CR!Ixtp!7Ti?}|;|dZp{HT(XqPQ-5g5x)muWZGm3lE|5-|lq`mM
zi~d-vcg)lFxL#MF4oP}>a`uek(j6y^p2UlR&SG#7pXTzXX1Dt7gH|fPH0icj8pLPx
zgpc<?#OXnNdI3cZ`1iq&elCc~Xb2MnlEv^Krjp^tkfj~7O0gn{$!IjD+SRGAw&^C}
zWl%Nvyh5ifA(g)wAF5|eGa9M@)4M0?dG-P2AceHBC?L6E*=<6~haDnt1H4$=yKB+&
z<3XF9&1ZKKQ!89B%;%R5&rJM!CT%_&NJ?J0e#^qrUWV;KeeQ2n4Blj?o;i#Lvb?7u
za+GM@(b@Odiw<6w*&}R4UvIqhg6_cC@y>=eZib2HgJM<!f~=QUuKeV!i-ZiyMD4L<
zj{6rBx!dsG^S3{~=-KXJt8&;^%OCx6oXZYw)rwmbJ8lc<*!0$Q$K5;N<QNFb>4+pW
z)Dd{INc2*e?l`{XtxE>1xd=9|8lEs<+qi@g^TOhr>uuc&JIbw6XN+Du;kdAvubSdk
zODQSVuG;ZxX`yQ(ZQKVIx2bB~fl2z}W}~lKr!);U1@AYB-U`z-)4i`grsv#yTEGhK
zvRjIGWEYymqe3ZQZ|~Fjt)F^)LqS;Fs+!`mMu}SY-Sgu3lZG7O_R8s4?M<p$x9LZR
zp88_VS+Fk6>~Yl@=R7~fR4t>?O%ZrsQ`Ca#!e{4bzSAEDpF#i2$+h~rYdZ&EPcz?!
zB2IKrjls8JG{~o%XfXqAA}dElB^%BPnFnLwn9&fr93RZfQC7=y-OS+SFdD){uR<&f
zDjq#7UiZ}EgB#DjLV6*CQD8D|)$4`8*>M!6MOQP}Z>cVvQ^oRNU23xg&Y9Pas9EQ{
z7cU3RaHeS&lhF_+x;Ek|52kb~TI|^LXIZN*5LLBx-I?z^iI~qKjh9d5p}hldo;fsn
zZg!P+)x=d}dya)uw#y&cc+Y$9b|A0EwG4Wj#X7#l**)IdGFy%ViclA06=yE}z!#@y
z*WC+4YsJ(H-|AC=n;nk3lZ1v^E8_tsC`^}4^;9`v-g*D+*WG&?zB}w-CZQorX=x{V
zB#2_S8gKjk%)~9Q(X-{`vAgeHgc5Wx-Ckidg!urDgET!3e1n#3n*J~h0sSxM`IVRC
zpp`=HjOxk;?dda1*A~qEHsov;U?ys|AYnAftW;@8xCpKuBqW22a`5P3{BVw2Spi0}
z@>6rxNW-{gG{iKHL-As;*T~w9`upr});)`fv)Ian(GaG*Xw?vN$4f!bjW%EZ=_pd`
z;wGI2emgS{s#t|=c!w6Fp(^kt5Ok|`74b=!lL{)3aSd|pZu$74Q$KhRf;>;!wY=SL
zYx=sj2l*4LtE@~%aOi$LA5Fs`D1bM2AT<7QTD$aDA!_oCRWIC7`$u`eD0^u!9F8R#
zxU4z5yzpapWa`6gYuDZ1UlO0&SB`f1YaB)1hC#q5-X>4={8+6QU>8~)T!V+W#L>W0
zFm7j^YM5IYqbDi4E%R=}sg8v=VAozVZq+S!!Ch~S-v}2oo{rTU<vzi%pHp@CbMd;;
zHCK=u-`G>LeJWJ<&4_WMej5+51WtA8w62XSN#~(8)z=ZY5><q`g_0mq&Dba6RaLWV
zck~4YCk(hB)hsaeo1*usBcmsLTz@3$MGFfd`w|U*=(IUFVzF@ChOc!fA10(91b+wq
zlh6?U4itP7#4oNWDz^i*$XoMRxNlABiH>SXLPND|Mgvx_Z?r6y<7<U0F%3&WT?V7e
zXb9g`Pp>+!nBF~n-t{n$ek#9r|E7Ad3*-zudp-!rt8SQ84fA99h7$WZRkv4m%H*Ob
zyhB_9snp~ZI-d<v5p8gqshrQBpi?%e(c?Cm(Gb3?B;NJgAo)xRoHIT8@{DUUesh(|
zUSMhtum#O=t7AXc)k$fH%}R&e!L3(`R<Elb>3;b_b=N@IA!xo>qneY1p74=9@s7gp
zjMF0)PI|;QL)NMI*jP(6)2}E@muH#@rW_n{dTH}Kon_e5Eaf<Qj+S+`LcWqv7yNQx
z&(O6Nd*97(%sd^pu37XRqtTdlYiUFwUw>i5u^G;zp{}jCtM2VL4crB>#p*fQMy}Rv
zLAm`$wJ`}jRhEPFalCu&HKKYIWj!1J<cim8ws-OI3`Eg;Z5N{_e0ebSCi3IOf3{*(
z?-4gbcux0UQop#pUk?|5J~qA;*&!_f$7;%?-5#6CaHw9y5$^@-)tM2jS%1Ae;qjq8
zp<~_+%8Jnt=I1yB>fueTsw|9(DSAWO$v0p~vW{mogzxs9S62GrK}$uhHwT_eu)n<W
zXEcQA_Lmn^2UL2Fg5L<rfzc4=2JE8->Jn8|l2Gdk&s9l-Bp40VunTL*s0y16M*}va
z(b&>3aOYXAX5pyxyJvd0t($@G4Ke4L(IDnfG(0<S?#UVvD~lJwi)1`HmaS$D95Wh1
zKL)FCR=l0bwlO_2c+QH(ladacli`Ra9cKyYHQ$V!SiossP2rU30qzXT*22KX1-~pT
za)&<HG`8-5zYf9x7y|zUWlcguwP5O{M18nlT>wD^5l;obLe6Y~1w8;nAG9KKx8n4C
zNE4$@8sL(AR^!yq)((T`rSu2!AotSiMU${V*>LrTfd%z1n49$nXF>mmNQebY!Jnw(
zG~XAvcV7L*bMt>cCT!^g#Y(>0uHGeqEmCz`0Rl0dLkf4wqdj~5p}D&icbKrCkS-^~
zb{pyAOI=SvRmem?OY6ID?xVm|{b5jb{VxixrKZaew=^R#8_@<}Mnk}I+^{8c*48U}
zzIGQprg+iz;?0@wTBcFYXb@8lB01{oq9k%5V{#ygw_?R}Tu~*v9vXs{!DjO2Zk5m;
zcce;a4-G-PL*MK8spzg9A*V}V;DV`;xre2rSVzqct_m@F!k5`uY9DsC%^j#8>9XFr
z;F56OwUbO8$Y_w&5ood&q1n#tS8RiieK@VQ1n-MAI9A*BVAXCByh^G+P|irNUXsp^
zmPCtYK~^kh<?LN{>tE1MsU44FJF?+!1}wJwAV8VzPi$RnWt1)P-p+6}K<#kCF^m4F
z6x)JYqW?uS#PUP9ntmMVy;`Uyphva;^e9XpJA;^vhA^ih=1;I#22A$=^!r|g@hzQ?
zhbKQaJbe3zGs{3l1_Uu_)u*nK?F@-fkVH8vkT^hHwfrKallOE6;j7h#n!(qHoVfii
zVQp63Sl8VH7JRw8FGM@{`gMN&-+BmXR;7?%!i^VC(78Ox#h7IohlYhUvgV|QUA}}c
z@0};C`gOsP-Q<d2{@87KN-}zq6u#h|$dD24x*p+1pLaZMYWd5@!r{m>mz6(lKYWy1
z4>BpfQKCsgPxau%FnDFY1Rpws1SL9Z)^qT^v&FG*{$2@DDf$K=jfc9><V03%W+`lq
znTCVDRc7t6AkoXdnt0AH2U0`)VPofqzPxxopIOD?!mU~z_@RH_9e>}*`+L3m_WDYy
zv*DtQ)<<e|Qyh)@_pso{gxEX?RSijqIaG7-tDx%N26c|nP#rn&UQnWy=22eB(5LfN
z)&++nI;gqIx;!*gmwYq0iBlJ=#Z`ZGfDS1J=kI;u!PIqMnp#AQZ5?Q$O))k|{5L27
z9dk@?1QJs%&_~ijCZ>Y1sN`rIleTN@2j_N%vCo9eXsC_}nAJrq64fE%aetOT>Lr~Y
z(@+Vcp-TE=Pi8pMb<Vq8KegwToldJ<1lzz@4FB|vcU!}uhNGndnG?SS1@_u&za4Cv
z{-2QZKI_+b4L}Zx=BU(deG20n8WFoZR_q%e!#6&3b@v)@_OWBltP4JWd_0XW^a>Jf
zIFvI=SmH=(d+G3}kGkTm?}#T{86=u%Ak04Mhj4>wRcbG|ps=Xz{cDey)17#kgb+uW
zAe^hs`qG%Y7jphLS60kv2gg}gkA3f@FB%Ua6D(g35kH_veLH-Y|M*PlgAF0Be_VOi
zjXw-`y8ydR{I0sdo#9sm>2+7jdo^OO!gu-6_ff5SpRau4i)D>LM~{GOJHEbPG=z!$
zD)t32wMn!-`n$!gZ6BTB>b+Ypqan<8DAX2Sq3W%2r6t~-1T~H!-l^xjFBi{$9;4u#
z5$4v!Xs9MMwc;nmz3W+Mi)iT+6p~018p4!L>;537GV<#}R)f8JkEyvH^ZqbPz-R~)
zHB}r4N_piy<L-T8Go0oRe<AC<TgDG_G2ON^8p1@?6*aJ@z4BCU2JAzuOa1=S_s=n6
zG8)2^&nYxkm%d}grRB5Cr&oH)qD!7+Rpi^mzhFbXa~-3n3Rj@2)K?XHk_mWQq|SLD
zHaO$xuGcO2GYnGtD_8;T8|zIc@wXyzO~B<#9~~VT-vmPX%fH`f%?i20_ATTgyHvy>
zQA$}PDw9HkOkE>Nn-cni^eG7qHE}D#XJ~l5cjd)SdvbiD^jwG<yz%AD@7^_a9JJ0E
zy)HJRA?!Vf-3YQ+d(yX+mCurq_O3-~^UL|2+OL9`np>}ZJ@MH`L&*Z!$eXC6tVI%f
zs;?IMV<alW>6}W#0oPKdemg3Ez_&x7IlEO)xbTdI;B%#02^m))gbR}QNKv`JOZ|05
zjjeP0g{@WMoH-xwKih2vYLQ3{8a=gtaTIJ4&-i7{xa%P9AU#NO(@DGPeL4m1MeiOt
z^4yfMDm$H=?*y<SzCzZ$w!GuVue4d5KNP~ptR=M{{|h(fGlQ6SrL5fga->7pQmH*o
z2s<u{jh!XZg5>IM-~jEw4tDjjF}f(3lZz_K^t&j)OJ`awkl&%=p};rMQ#<-L;#Vbh
z*W#%`2zz-mBA?y)<n|MZuQpgu{TTvga6Dg1`u>Urp)PBVKW^yzG51xK!GW8^`h!?S
zUswDbWL1+9JynOi3V1mYyTxr9ZGGyK{z{Re<eY?tFpt6})Kg7>6^309h3ExXIN>@#
z-DT}odUwjkBcMx{_5S<mv5(=+vOS7t*HEj=jF4<V-LR5Rj7v?z*-+FBcKdBV9{+IW
zS~&MrEbkAAAA?fRjd5an*M_uFb1T*FlUq8?i#QnMOKBl&80bfT_$bi%5b0vOcKSx6
zWEwf0D{t^bE~to?$MA6;cU)TChMd~-;W}aGrPTVa26w^VXOd)9dTf__iZOieuh&0Z
zcplFE*}-ljRZy4iR)@r&s)Y}rSh1jsi<Umc&~lP-_gGjb^j-Ab$33xgmK|uZcbm$p
zB73J7vgjzkCqtBX0#fe~!X{rmc`Xd$Vzhj)eWGcwYZ*Oh8p=~NL3%H~n!LaWjT`c9
zctu8k7az^7s2jv*^n~9t1sao~<gKpTdh6MK{Hs4-e+<~e=5@Da=j}cg#N8r@&1f{X
zkhuWsID1{b(WjF9K)!YTVc1U8{~{W~-GLUMij7rB1UBf+rB`%JsRO*S;}o^A>Y+hQ
znIirf=<`Iqe4QfRur;UF6rP<^1J8_x@G<AR-kNhQjEaKapi}p3fb}ce&|)-%DV0@b
z3-?+!6`&30>B<=FHf?Az8p3ol>w7WPkb<2kee=t(Nycah(@nPR#iYJ?qsuujpY~LR
z)M1(0bTP;(kxt1;eSRVP71bi2bjeV@m@i5ky&{X2V0x_tr$j;PsS|5ing#}~R1Sm|
zZI$B7s6Dh~)_Y%!_%VJ0>?3LKgjkV=?kt3N8Z23;%zpQVQF~7dTU|c9`J;MPIVdP&
zL7!m}jo#05t6dg7A?yCVaG9>rI=gkhuI18pN;ai^d)<7&XSq(ryBzd^9T2P8&_hE_
z>1-Tpl#5K?E;o!dMuV8Le|up6)*qpB03X(Ua9KfLH1sT9SB-~FdSGla4K_wYOruhY
zBb6a`2e49lh-DpLXHvJTZ^dUP+3qo;AxwM|ERju$9+4rvK9#vD_4iswHiye@OCR`h
z_N914+(xOP%L47cXc`e!itWytW4^jx%<c#i`p-uXiJrZoe^?YK5_d*c83bTqIsd~?
zYZm5=kXj{$iJ8<@s1`9Q&z&}-K(KJmZ{T@5HO=e<!H$BK!MIIALqd20@janh{#rU?
zEm%0&%~tBmIIG-RlF(2sn0H#7pCyN++v?8e&-+h<7zDL6JAL2K%YT4i9j&9wa9xo_
zys#)L_DiY>6EllRswTG!)J7c~kyh+Hr@W+{T8W^1?T)Afo{ZQ|WTrRPg8i5(!#vKS
zP*vutgc^Fa;YQf%2cDZU4%9|BOS)%Xjk6&L)VuCxKc%WL2wnxdjc`Y<HgH(C<9fp^
zp{D|arP2Q)8p6K>B1{t5wpD`pZ{VF4*uBRSC3j7$Q=O61h)$JMQTevsF=}8Wp{J^_
zb47bKmR)5~J`UX2obqSsC0||-PL()8VJ4v=OzEg~RG4m0(Eg6fqlp99!AwF!m;#Q)
z!6|{n!BvTzcB@sW<$q1aozZA~se0l##j~rb?T&ll?>p*)(YdBk@7rd6h5JDc&q-(q
zvp%W`WDj-{yc>_GVas26N{^ZN)&C+IjjdL)%<-f9j};RN?pXY3OW>C|evAe&&jnV6
z3_{Py!6S7;>Sv{{-eoACJQ)pPKa_&9$f+V5HggsY!-dfh_Gd8S0K1AL-t2e(3R}L=
zm6cOv&T2Y{(jNwN{V#e;ia3|)-RtBSq<v^y%U2LpPgWTUP!0E8YDqI3iK-{7#IA-`
zOKh3RzfMk-xYgxZPK#``=!Cx3NAJ%Xx&O1MX|ymJ?7QP(s<FdpIb~?ScV9_un!_oy
z{y@tt>3iWc+AvZKZ(mQ3iU{NcF2?9$j7XO3VL`v552_A#_rz!FcwJt?!ou}8DF2YI
z4mnF?I@Ls?!h$r`BFPV_BIHx_P?pf8*QZDBJ8Gh*nh}!F5T;C==Ey1++9|N0{crlH
z)R;+V2ovGN=|Mj4KKAOFmo$SMCOX9r$$uK^Z6?OSgD~XlxjuogAL@#PygFV#(x<#!
z*pn*CV*}zvkPhBA-K)`B4XsDb5ShT4_R(Ewsw8)?<z9AQ>(n`y50svZ)TD3m&@wxM
z*YLesl;o$>mIf$%XF1@~QxbXoQ7JNjC!c)uzvwMS!u%TW5^0fqeDFB#f9tr~R!que
z3aW6{fLKv!9t{@nvYEC6l!3(~Z?>FcG@5Puc0_MAB03`%A|8cZip*DC*CDmUz8~vq
z40Vl!q<sHhCD&?~;966I6eAuQYLLtk+oq4B+_|yIQMm6>R&{MkYPagu@U5oW7!B2i
zPhBRO4^h@^<gC)z|Ei)LQVVpmcy#Zf^~^7b-aw;cI}UdZ_>KV|a`X0dec-@)xQL}c
za9tut_f<rnB5->^7W8HgeQ5H<9`bfbj)i-fM|<6x{PYyfjd!U-qeOpb^1()OJ-6{$
zN`^Mo?!zqs^MMRwmC=y0jfF-gn)Hpwi(=7|VREQOiw=7&uH;ial2@Cr5KKI&<<0?r
z&HfXH$r)<qb9;x;5a$nI_dE(xg!#gq=2gVo3cdgGl8pD1y+0F;X-0W;8Z7*j6us^N
z`yJJD1xhG0k`IS3F@s<ZZIHM+<~6@`!lJzXcVzBE*@!hpon-XH{3FPG1I4_&c3@}$
zvqV)YkjJ7?4K7FC7U)wE=cdv&w`*|_sgcBJ2=is+y1wFiq^K~7{m_`+;t@+;w5aUx
z*YFwEkQM1uS_-jSRSF%#?DWvAQs^EU5)eMs1Rk$Kuc}|!lF?8FqoFE}!YVQ&Iq`~;
z@+$fFD1-r=^$~%)w$iIK+C)0La37hJhS3ma4`etaf|F&H{CZ?rCBGgT!gh_dmtV?K
zqo#uQO#Ct$!aN)K&5n$Yi8Any3@jg-WtoidjUzcz;x@#O3@?jS6vhpeFa<Ekh0#zO
z3b7I}FBOx9M@1R5#889M0@(IfqQH$?=1Vdfs$nhGkQM1S6K;!|#u0Pc4Csu8&^IA^
zTAp1LL;u9L@L-KL05ci_#;cRsHEBl{PmgtX&@XXZlVfmla#9dYD~Zo2(d)`2Kc>oR
zVP#hW!eMMc3r_=bu>n|6guZqB@lVxwBohJ-bOVNA1U0aLOB;7K){&#m@#^0p(Glz-
zkhsm#iLsoSqN6+$kaOKoWMK_>k<cueN)ZcsyooZ#R*Ebj1Wb9Vh=min3=dMNrRp9-
zwPc%gACfdj02*kVh*>s7oy@|;ATS_zf3a|u)O$kCaW(FSI$n#r?9&E;ESVNlON@qZ
z0BO8S9VaAGP!uimZy-<xB{e~QigBe<Adlecw60v8>hRCrxVwmjr2~&?#-#?~@?7)^
zF6WO}bkd~U{*YFr&uNW2pY-Gi*rJKy9!QEvK};+xb^g#eY_;z7^EvarJ3Gv~PbCuq
zQE!=0RR5muy1CuA5arm=yDJc}M7*LDgy|{>2}(aERH>^-LPITEj8$YrWF6Wub~{1k
zM}sGZzHNQSrp)QtuCii7#l+wy3!|rczQuZ)O2I?AKpWSy(W1ySczFu;e!R`0BX6Z%
znA^<J4YxUrhN}4kt7$B&i94RSTZtQ2LT^{8lQ7JO;#87^hAKe~6yt*0FnRFWmezYa
zLsr*{{Vxr@>1UU5SDuW9Fpos7&XkN#iIx-=$vqs`YS5gmb(Dr|5*h+O4#De1R4ise
zyks&w$c-b?WlWz4x<`Y0#Gr!kj%M^!m)wDE5K*&O88}wuQFzkGzavHQZTiD7G3bB!
zE&|Fi?Al4M-cT6Iua^%i`}r7%;?*s{Q6wTtRb3ro^wa`ZwY?IeQ>X3CPI&FROCT2e
zc*myH0h`Sw#OMis2=+#HL@(?6J0se)=M+<`KMdm0|MJ~2k>ZIXe6z@qit>tRQPHe^
zGYcTh(4HRS^=P|Iv3Q1h7!5V!6|5)C#$@+)IliIe%GTg^jStG7(Gc*R0L&+T$|<&K
z{EykU?eZ8~S8$AmFx@`#_NfvgSl+Z3n+=^4ha3~y47ekM(GX^1?00A1*yTadd+t?}
zo-_h_=os7?^_ak@w7NKbCBdLN5knLy)8o>U@24-Tk?s$~I$^Rz*D{jSD+2FQ|C(xR
zg}<(=e(V@(w^F*V^TGMG&ToJ2neObDgodEeTNCF78=|Iba12U%FZ^j+C&1K$3|SFz
zr9>`1qbGdast^MezN?rE+tr+Xb(1ebR^IE&FKwCTF%k)EDm<56QU<&4p8mm(N%DKD
z4}UK%Ft_JZIB6e|zrAKYB(o63<~Dd}2opO`lms#9LD;#c)a`l3y=MUCm>?#jA<UT=
z^}v*t{3SIi6EJsunG*0a84Y1xXv9=~vrMbi3KJ%yAxwdoUm*|P<)ZR+p#NGn=(=%R
z1zd9!rNOo{8p6CBFku>0`mEgppW)(zSNE5z1B{07zeD_na)6iMaDkfe3=K~m+@I@v
z_0HwKXWWe`w`;sA$LOiL`|yqt>q=rzhZB%3C_&#hL$W7*-zsd5{vFkWzY`To4c&IA
zcLU(rm4}a;e(~M)aOZJ=>WU;Zgo%E*n4mCS2b|VA>YCs$faweuH_H=w9_qs4_xNJH
zocCOD7)`0(78d0}g(2Tcr{N_oUqOjwI)0N*>+d#C&5gc9CJuNK8Un|IGSOR!z@2XN
zBOcCuOo%_?Qxc;g%qyg8p*;(=q2L=p>LobHdZa%LQ@;Ke(P((F9#^sLafRv~lsbvB
zweH3h6&;Sno0KfBgV6xyzE(MBjDtJrU~~(k<BIG_;|hk0_+;2g=u$dM$TSCaoIm*L
zBMsLdhBoMbIquQ(GC|@@5Vl-|^EN0Q_y}?woVEDt&1a(Ku{JOol*^H@7?-i?i4?0S
zKFP<Z)+g(PGuNFo{E6d1FwXkWoxvClfy(E-Q*DN->>FHHQ?`1e+@2>k#O$DYGkU6_
z5ElBPE$$|G4U~F;`ooa*(p81eUv)1g;Ji>_x?0U>2(vk8M<RVnv<xn6T6Td?9%{Tm
z+?h5p5G5Jh%V0EwEM>-&Pq{u{LRPY^yDm7R9i-ak9mi-8b1W{=&6ujA;l1wCS?5fA
zWd3p!CZj>jafm77n=|21cp6-*7-G*H=s$H<%y@Q44cg0S2>g^3sNqy7e1fI5jFR3C
z&|bDb$Y==jPE_G;K}?nI0MgFaUUm22%PvR-AuvovqcQF4QMFDBVk#csw5mt`>xE78
z@SO>U$!G|3J76Xnj+_G5m<nTsWAghCglhnhQ^_X^HSm3DB3KoShN}1y+3p@>Tl>Y%
zUf8E5@iH2XS%r?N`-X7!(Yki;?6!a3Z_+VF1DN~T290JJWLuAw!_F~?0u5(xoU~->
z8H0G3Z8!7)qrs+J3MRn58uUAnJ~C&x0h!E<{xBfxf6)mrA*W#9rjN=sA(NA+KMctF
zUlgrF$TJW*Euz%MpZbLT=wAWffWUPlL*piBwz@SyGaBL<cVH9Q3fE{v*ye}<p3xBe
zdW3fd62P0Ku53^>PN$@%yymaMtTIXfv-M0i+cd5i4YdN_uuC*l$)+x-h?SKOpnbD;
z=%-*orv&t25R}o{%2r@JaiVd)yf`@mUpX~bqO5K;f=^{7@+MtYBwr5WF?dzeZ_yZg
z|EdXnunA3bAqTl7qQyxX!L-p(4WrSWQH7DCgNf2{({5exIlRrrCuc^3m~EkNh0Hfx
zcfiPzCZkYonM>#~uqBviL<6jfI#hE#(M(l}#6zRmw@a`M*Q0;qb(SgXs{W`H_W(1#
z?H~OwC&Ahe(s`A9%c=Tar1xT~TZwR6PF)xN+cb_C4e?oy<EXiM3>yWJL`Re=uGc5-
z>rE9g8mee5s$!Fz{saG?TF3=dJ{DfKV^cVz(X~{ei8?&S`gX+g+4hr|0iOByj0Q2~
zi+s|aFxQi=xJ@a2_}lp}o@c^jG=RD9sNfVnrM$RkoZLsXV`Vspn=8y)-X?!W44xBH
z@vgX@V2xljSYhj6g~c{R`oeLotPIwSF!v6DKj8_ke~MH?V3jt}c$tUw1*1W^%}0OX
zQuG%ZMG954Uj%E7$ZCD+tEOSt0Mj41V}ZZ-h{3z0*JMPm>+{fihX-x?>GzHdVq-Lj
ziFa;=%uPQI#t85%U(v$CNh}2sayr!%EYpD+hH(-a!juv4X^|mz8NO6y5C-g;Y3IZs
zaQ!c$A>b!){oe>8PKx3}O<Sf(Q4Jp7z6I-4Mx*Pnhv6azb|z6E7}Y5Y>(i54Eo-|J
zQfBE7+_}9FM!fw9(#RmQ6tNN~W-P4Vrha_gx?kW$0{tN-Df#6h2^P+j4g1o{q%04K
zQbn=@Nw9EM_iyM-TW?59iQQ()#}F_^#wT5}f;y9fLAs1ax4a7Vs+4#CI)<&n^l1gV
zuN-3<m5c^4C!iqZ^Blc`e0I)hz3cPt--oRKj(@o6!=K?uXFbGd2(v3l99IB^jw$zv
zfX(3sXhuWOy@68^3bIQtnyAgn|Cp=<qtTdl3$zjqbBb)RfVp-VYzLJ<v^HcS@D5_7
z1J!UxQOfE9RTvgVK1|h2&)i+5C_FU8_Q}Y09gy;Xc$q)z*P-#+1JxoN6fxZ%T{maj
ziwo{J(xefLhIqXUc}<5siAi=L9N77!aA@4lL*%rf@$x)~a`SiDp^5ii6vJ6TF$C`Y
zZZ~NfqaiV@MP{>r***mYvC{JBB$-X89hws?979uGC3_dqvz;+F66U&ig<mfYO(362
zNyCA<KD~GOJ~Uvt(U{UdUgD45QlQni)FemT-%=QZV<lGk6cmXq4(ou<Koi$+xQOBA
zv5Y3ki^9h7;Z(rpSVa@3JNwB)?ve5MU^v(@$;o3O{*@IuRyM?`Wz>j)#wreNh{_Gg
z#&AinqO>$Fz_1R971~i2t#@cj)En9%`UHn7Z6&E|uNdCR<}pS?!xb-PB^vaTX+EPE
zF=XiDLlaFg){s81xX;K~wA7fpvAX>_8<880Dshs7p{Y?i<g>kpCi6L1NA1D5ad0>l
zU%s<YU&%T*hQZgdk^&6ya1G9(NnKqy@($krfrVHO!V!Ig3aJFXF=Sm_lGR}Q5A{sb
zD5D{T{163R4~FQFXvr*R%=*_$hbEZah~LTq9)R22BF~N$6_y#T!l5b8A6Qq*Q6+HS
z(=I~w1n*#Q%!(F`fPB0V2I1@PL#s;WbjS&I1s%~{dd=T|HfXuuWE&U_b;Z%RnUD=r
z`M~1RqF6Dwj)!#&oQUw~LidlB$7V$R+J9)$I0K;@;to1Qm3!oW7zK{mCKA~W>s5Oq
z)t%eVNBCyAi{nJzLpS8>$>lIM15;PS9TxfAO>8E5Y%mA-6?6N+=RR3=&c2X!>3tXM
zJZnI07|-Lu^YCq_F&a`L@0}{wxUr3M116&(OkDGd+@P}4>gR~1-)%jA0z?n;iICA~
z%qkY1Dp~^Cp4MT0PTOk+118%JVl;?35hR335DnXtZR^C(dwc8&VQWx9y#Z}z;&Eyu
zC{IR1nDP--7LlU%z~HX%g|h}-vAcFF6DFe}%#moP(j%ir3?5klBi*N7EH=g<RYpU|
zxC<llf;~lXE$SWQMy8%(G#XQGJ0xlWvpzoAW{QDNMnjkd=t`&comCzy3j(VhQpmNV
zKMcV7UqnN|jX<<IfXF@DKcV~A73+^~6?S%$+sHs#R2h3eGSV0h_Tm2D<Y-xWq(T&_
ztbx8DIR-!#B7j(l!35rb1D&hPxxEiL<+aYaOfee5M1N8@!X3lvq!9we^bZL$2@PS6
z1f@u%3=px&zHU@@|1rH8`p=W1$N?uSW}C>lD=*I2|8t|T)$aOHr$2ZPrekJ<n9(4k
zlTemYKn#<j%ujg1zUbre7nm>^4Pq7|<_<6ni6bL3>{86ikMU~|s1J!hA%*DVxQKuj
zmiuk65)1fLDkAg)n8;COeKwfUP<7@e=-@7^!yi9R-!ie-)C5L@n3J&yGFMEN+5jCR
z;C;Nnk(zQVJllqbVZ&$$UB0zkFL(%}mNDBx))x;>oj80Dz8_Y_QpZC>m}V(Z4Eda$
z7q@!3!gy-IXaI9xm*9p!+_;E!E{zsUi(0X=aRs<P94(HHi<Xqxc;0|lRT5bR@j}?2
zk3+m0gbRb_yBU_hKkb?oeINKfWa$swqJJ5;=ojNOB6ovRlF?&B1N5mX6e|}1oUDHb
zLsr&?4eOt{93C>$_^x15lF<{se2pr-540->T4PewYIr@8b9pFVS0Y!4GE5`uSrD-;
zc|-3r8e;kav^Qx84Nka!ic<>;&nCD5n9&fh%-JS^`$FFzMviA;sH+rnzLS$$nl~(*
zxU}ku+3j$zeAS-b_K;OK@#T*Lk2}U>4;T%K;Y!p`sorU0>=Jn};uC`!=GBN7lE5-?
z6asT8RC^^TfiY{8K4d|ms{KjDEQIFKFcGn!rDZfE1^N0?dKp|lfUsmaz+GhJ&%UkS
zczRm~6$Uu*p20DCs$~Oko2UaK85tABK2htdOLWi9pvsJfaLsz5US!-6vYu(ut@G2T
zj5X;6qe0BR=r+jiYnd}_X#TLl{UZ4}Bl`6l8tFSKFR$N-$iSg_!+h+sQD$JD(NI;G
z?k>@?f2<rfaN%*hSU$Xa6D#RkF?n)K3@n)(_f?g*YF}oppTJ}OZTf8o6B$jRRU6Q2
z^7a6up{mxSzA&et+k})4J47I{;WL$Y{QgM`yg$Pn4Mqc)`;H0DB?a;bciaqc4)hT+
z9_b}ANB0>qu+Pwuk-o!*`Tbut`&YvvY{n_3KQ04PM)b=W=@U}5y)g-zi=Y{i{2_e?
z4~{VGYFh<~E!VBJBRRu{jmR~yTwOVQ4AX2Pb@;G>LrsFHE~<Q7DkXp5*nU1%)pDd7
zF-=ke7ol|1@&*p>H*(+*Kd>4i)rfzUz%qqPts(jSeax~oo?&P*8XPYY^D$(${+NM7
zPdz1)H*jcfB)8AVK7D)@sG!upbslVEgbkyi3T`)5FveHGdvAT3*5_}CjMX287U+Kw
z4OL*ajmpJ`Y-2C|`03KtD|(woJflI(Dd<CEek;)*td@^Yx_LYIy@AiIx~C>!GB20W
z5a!#6IUtCsGy<ZEk{l8+8p0e1Z~_xS`1n-4{i@EG@UCfdk<k!lXXr422`hY<uYqIw
zZ32?vkG^zo_xL@zrnWO0jcK2bO3+B1a*u!m7&y8rKaAO&u+Qu;@;x-jcdXU;vun<R
zn>sJueB=rDE;mMUGaBOiCzS87ASTVzEt_RuS$KqTmxR%1%qsS?#Q1M+yMG7dGwnX;
zg}hax9x>@Fqe0C2uokmrCa&5!@%S{`??EedT&q=Ktw|La4Z-%sZp&1#!{cyo+P@Xd
zepuyr@GwB&1yU!RWN1~^p)xQ)e3bq$)S>@HG*rh&&~=I0eI}K`7P(KIt8L+>xIad<
zXb@ZktBV~F1vKF7wvlfJ;r%>j9vBU=x(lP1(lOsC9~g(m?GK2Yg-J@3l+TX(mv1WK
za&yRuxZG^g5k^CNpM?{1=HM~I&ERa^XAlabA@COfTr>;{T8Bnj&701@e0;5=O@d}L
z8ncS=w|f496CZj8?Arl&2&MHy#%&`;gP2#N!-;#piG~A<iz{SY#bC(%0heEFf2;|U
zp+OXkhN_T@&MaRQK8>!nn<*QR29uMg0lAPOfj5Bd`x_d-Xs7|w5oksY7y>B}ZF4=<
zc5Y=;jzV`lD*}(c7L`RRN+Df6nnd>wr9xk&H!>lrQ}^Nz@`~&z`4gA3lw`l9*5Pl(
zS88{+9jXKt&Zgk&AxlRm86-wm$u$jO$|n#TVyptJo8W>A=6OQCeEqJRgKC8Bps?%)
zxcAkHI_3YV>yUKJJ{Idrr+)XfLRq+XbXIoASjTNAqtSx0<?GlPk$7=oWKsoQ2=ZZ9
z+v%1Px(P={{b2%*qak=iE3K~r-Eql!nb8pQBXAz9qYk|NTXrM<N*i<c*aq-~mh)i{
zivAbT5N>-gn~5gWwN3?mRP*t`MbBucma$k%cE6J8w!kE<cxvx&g!*YU&JCpWZ$S74
zIq~92kVmBo@zd=y{b3N3{+BP!gRJ4`+E9a>9nGD4Xgc3lqEjcZ(Od1AUGhE}(cNjs
z+<<B?=VcWZR?&hQkaQdzny4zVCP+|<N8P^RMN1X^Vd!7|FM2hY6toLY&2@*sO56ag
zWaG_O!gZg~5VXt)nmssLVpYJ&f&rd6HU`ca4Z$x%&a-mxJR;@<ZTjSLXu9(vqBkvw
zLSCc@#1WQ@cu@r6wcxZ!=Cg4x<<kzL{?PNK{k~){l7kp9Lm>q0(yhnY4-2|NPan=i
zYoCl0Z6hbtC-C!J{5cks`-ndD&vWqSjYq`FN?|)O7Wn-;_<JmzBm!_Wr_RbY%J_Jx
z)X2E_BRE-WGD^B;=q*M=y@hQOe+Dtt+yf^V`iBNgMnjm`P_ZwFNxH6+k{B=<4PlN&
z;bj(-m3n&{4~_&D^gc3uP;XoK!zS3zu$Y3B;uUaPZ<ezvOp!mX0)eVV1hGHZ9GxHE
zc^(_H53pquqan;^Wpi@C*_#B1Jj}ix+T8yNf~TulEkEE@Fh|$GHlrc7N8>%^)P5tQ
zG67sW)LASjOo2WOsK%HEsn^R8wa&oFBfup2_W=$~4x0d1)COVr?9ZXi?9K2corcm)
z$DZ?Q<9ZYa7S3s!!B@AB#h=60gw#gWUa#p<ym@{|lE)v4n)L#0QMMGaGbnSs#iWFc
zhA_t?Gg*Bq%BRGIJzGZW`XnXJ>3qz!8{lax{bA@;{V$>+^fx4W6wtjw+K58Jg5Lwe
z^JA$G-{LRpjTtirS%XoFPk_e2L?`(z)%r2~R>V`Joa7cO7L;&}J}N~j%F>&(hdCUC
ziTsG#LD}E&)5DK6S_6RrD)Ei+u>eLxn1%3^Tp|N^H!#CC%)>s(tL|K_`*pRcUm1<Y
zu41d;=niM@pVtr`u6k%|qTlBy%`k1%F&e}?2c#)&WTIJL5uX+-L9WYYmB9=1W1^xY
zcpI+T?v$*j9qLDWD17oz+mfH_t#;hYX9r=726>-@aC>nJy98WvA12K;^*%Uw`ldU6
zH_4dM5M~_UL}?IH9cRB3vQ(N;BPOFEOmo}c-8iYv83!S@YuK$<<|bZ`oBEB>0Or2a
zgNK0rfRY(8F>Q9N!WvhG5hd|)5r`bJ%OjDh@3N|%ovpVZ@a{kB1xACdn~L-F<Jc7^
zfD7a6g=%Yy#5@Mq=4lX>9xV>u3t|qc!FVwmVs<ewn@E*`+&*@dF|EcmOv$c%P$LD0
zj}Mfw@vm6Lhr<#nm@VKig37pqw0@;_QQWHVb6f2>S&CpUZX2Wxjl~KX$4V8h)#~-n
zA1jf-cc6}45FC)om4O(ESy#^eb$?roHD+EKqaiKGN6UwSg+9sZOi0e6e5=WDFdD*K
zhpUhJa?J}#?aKR=U<8+cXZz6f!E8ldyDhux%BAq={NL9t>Uzs!%Vb3u4KiJXa+S9M
zfN>NAzC0`oi-NTE2LxTCuu|kgMy+NjSC;<JcZTI1Z7iH4M0guezq2Q7g(6#mg)?n?
z7QDon3<w^L^xn`T62E>1+|ccehA`!^RQ;IR9P&CZE<@GsA}LPX_!DD-Ow)qul<{-6
zwvDElbd}K%(=xNE(?zc1V;HQ{K;}NjhtUvb6P)Cl2FH}jeGL&!YH|3zN&gv*#<Uwi
zvlGp9y1UWv7$t0V!wxY&KGLD7o)}d&b{P%T(+=xt05?tG`W!@+f|tT;P`$WCyIDr}
znbGJPs&KP<KQ{c9w|By0ud|<hDSC4gVH#+R1~Ktgp^#5mJDCfT_Tn)>{r~r(#FSdw
zUJYLPjfJHWRl$q*UyXae=U1)HH}T16fX{u+f^Nl>;%EUn4Sms4DBkTO;9C}!9)a|M
zZhm8MrakgYNk)&dk@TC<@GyL}MGDWs>yJv&M7s7KO#LsSAxxREFlE4yJ~=-7!IEAX
z><6PEP_w|_{rrPHQ#ynHt>STwPiZn5#9Rw2SdXy0cCJIWJ>t3ckj-Ab--^kQnMcNG
z5VHjPXAySTc_{(gNoy8$s0Vim_>{?L2y-`LjtycepBJ8o)^n`^lhF|7Q8+Tr4`Qn1
zpznw1iEslZqan;Q!4DDRf|%E=I&brprC%pq@iH2XSw$c9p1=L^MbARNpZ(d`?WcW+
zPrkA~Vl;?ZilS_XO3wzb664;G^~ba^H*Eabs7s6nF-6sw#nzJAkN*XsM>o7aZ^W9l
zx0(24G=TY!*BLWZRDapHsN5_^lYuMxM26ae=0`l$o@AT(&5L)$s8v2(Be-~eucBj4
zHI5iYgRSflG<#L7rrcJ-<^{E}p>LOkH&yw*)i`cyflbAwRibfV!-QADCVIn&VKk^U
zvJ$f<(h6B!y~1Zfn07N7#4JZm#5BUNo0bQ+li)EO`6futlvp6@UCG9?DP~}s(NGoA
z!e@9=&iM>|wbyf!eX~fE-TWkEwVr!*Wvg@MnFbQ0L4K#BNMscGgrH&i?`7{@u&W)t
zLfXY-lo^f2v@I~8@Yc1=i8rjIXckuu)kV*Q+zi*;=rbC^zZmf|hZn)C5zgs|Psr6)
zZYdD6kP}UxT=)59HN)1D3tN1!@WGo*LS{6`@U>`AFGcIWMhV$<vnZsY_5;VoM&#@Q
zU5+4)cbAaS5N3PCoEYr5^S(|izpMiUiH`Xx@9Uexn3<P3v5ZDz+83fmM1z=mDP<+O
zh0SO*W)(Ba*8P1ydU#Aq*xG*Kn>BvT=w*^8qe0A>$fA6_oGI<exp(gVu3Ki<dS}MC
zKi_TA)zo%ILzwN1GoQ+!1R?RA=DgMG&I#9>_+&JQSpZU0hkS)Wc~a1$z7J;TBSu4*
zW<Kfo^@P5QzWcc6A11rVXb`g!<%tin@C%a4jfI?nc|9^u?)~^^dE-jbFGdeZF8;jN
z4H!M)Ka0A`F8!(#nm<F<IoFQflREh-knK^@l~y`~4RsE9JT!#q^5C6sY58>V&y&{;
z?>z@FEtJ2PPewzS@?{@<(#>a2lx}|+veqP)j%vCi&!kt3hA?GFe!WqUe7BDUhYN;;
z>(!nVWM2sEJ7*!j9(5QC>#w5sZhZGgxD2H~NDfJ8h-VC;7f%P}pyp}_!oDND<&AxR
zFa~xr8p5mtaAHajlODF(d!Ws4-}J}+V)lyB5auY<D>l9q57oF2C*|4BXb1GEzIDvH
zx7&^0H5d3~eg~sLJ}<)Yg?@)<jk@jC)oS;<#FUOkrgAjY5x)<dIaUV2G8$soECe;N
zCPLOl=}lTssBe64p3xxYCD{I{r~uP~3ZUrsg{*^}$35Nh5u?#&G#b;!D>|Y$h^eCp
ztaZ1}Kk1oeZ<%(C7!6@w0GJqdp@gcu81BI+V_J<%fl?M``7ZpW#p4}U9spU?%cwtb
z_qiq|V>HM&=5AAu_c=$Axv0cgI448jgshD(cDpHS4_uqoDH4;=5T;B$$oedA*;#k(
z`Y0`I9bEYA#NGq@nFcMRAxv}Il~IPa?`d@R_wAlTBg+ODqXEo){r>GjsUTil94~>4
zqw3Z4xR4o6<<hVXgwVnN9H&yhs}2;r{}nIQNW$5UR!~Rk+LWdxt*+YYCaW`xoOYDz
zzF()u>bs3=DMo`L|JQ3%cx2t8wP}5f=Ws;K<*LSdHCCp_kz5<73Y1iN4b1BOQ_Co8
zFpH9wocr#1ar{X`elodVj0Q#7``>DB1vnBBIKM9`CxK>@bHN*1ZN2G);xspwPLy@#
zV#82nG}zd1^2UlnNLx5*Txn5-WtWtVE5oP2%l`2>vF{*{nGU5^9vbAQ=fC3TpB`9y
zDlrJg#E7WG$RT`<J&~!BY!8VQ$A$kIkuo^dh|!SX@(LXD5|v6qieh)wa6hmD-tu~!
zK(KID=pGu7oMN~IPQDEw9`*QCdjec8lZ7>R8{{6H@OjwUzw`Rqx3xJSR}E(ak}Z!+
zC4GwB0qL=@zVFaAZRt3me|}5hLszss0I#3cl`ITN0eCDdHRp8+TPf`poYmmE0rK@z
zY?fUQC%%i2Wv^pJTc&iIZAmR5Sy)Q+-UR`p*G;s$BK;*2-?o}JsUZui(mL;+4}Sg$
z?q1LR`NjL94bQ?e28q9d=u_+%(qmywezw~Y?;w4}`NuT72k6CxO3LnDfJ(vyu9aS#
z6ASYZvQ#y3AW9qyE9L&j3kLN|4_h;)-Ie*qf74;Qj4R9}G=zCOU?$Q_qQ&6kL<``&
z-R@OCyM`>RYu~<i;=zi|&>v3@DSz~;t$=*JM7F2b0~#!>4{rRtbwxSQyuItL_>EU?
z4eQFYq3Z+|jz)oxF#V=CtgO=;gvITOzg*NTES#`4F!gHTxI#vr%5J?&iZM%eYd*Fa
z3ybyx)CVTWa@w4PhT41&V%{v}X#ZU+T0<7rf|IVD_4Hd`g{}E3Z-_2Q{~9posn#Z;
zAxybmbdJxYkB^1(R3=2pDF^=*m<)~wk-(@*LPMDHlw_9V)AJ-8*;D;Nn63`#e_8s2
zFrSwFjSu+33lF7JV6eFHzYRXD?DgJl@T`?Op#BlK?WDL(LPN-}qEweFsk%1c;dyK7
zO?q`h*y_D$an1{kz5uDtR#HtuLzsUerrIsAKVOtuLl)NR3BzxD`1%*Z^nrs;YRiw<
zy5<r2Y8}RC$7YtRG(^J2Y+xzLK&Vm#5vR!|n*AkKiiK5@*X*k=+U*Kke_YV5|LFgt
z?Yjf4Dt3n{yDYtlR8f?rNpFH8dnrrrT>)LTaX7He*<ISIAWa1Yq==v(Qbd}d!b1^I
zdKVNFxQH}S1O!n~I$tt5lR5X!;lB6yz0W`9&0}+OGMP*!lSwi!Ux$G>OIM3AD`xe4
zoTDG@GU%qv8zbY!fhKrM&pwHmv9Xp_{^H>ii228_%YM`iFf%1LaX7_dV&D=P$dAEy
zvYb)DI{l|XST@;M@3lG8;O&j;pk!K=rw0r^wjD@&nRpxmhCgx_KT;wF-rr769SjwH
z=v(|9m*nx4Hzlth1NkttmjT1y$%CGR+9*%q_L<{_v&qKF^VP88Ri1>w59zt_`4R{J
z(QJ)G?SKtG0OlOxjz+2BjT=%3o*9D1I(qS7(Ua59`m8?5tG?^~>Q$fkELh4~SKj{d
zol>iP*4Mw~$hkamlV<b7NSSlJtEc7lwF9sJm@waGsZN&Y3%V!3e`IXoq7m$@0U$5{
z`Jbga;z?RldVGXsxC%cS9wlm_^ttyX6Qs5TvA^4&Bb#ij>s9KueY(X|A9uu4@<aB6
zxWQs$`Cob|euEh8<BoXRn--VhBBBV(9~NN2#!7Eir$+zjfJJpg9m28&hDeqIkqi1<
zbwrbY`ymz-TrA=VT7P;vQkJeNcWLDwpVg*ky*FMcc3TU12pGm0i8#LuL*a9|6qQrJ
zRZCzk!niqaz$lzzAK>)o^03c1l~#2;juq-pj$3ml?|4+V%D8t`sSB36Yw<8B4HzKx
zMw9=_vX!r$ivO>scFX^YpmfOQNlfTF5Q@wuCH%)H0M}ab;FGbKa7ss`*1v!jhGQG+
z^~q{o@8TZ@i?ad4I6I)|9Rt^FfapbUZ8+kAypXDxwD;zM5f}G>I2$+(7{&=9+;Bi>
z3ruMr?cqkg?{lqWf-J|93o5(8DJ+0yE;(B1n<iyaPa@6LgZW^<FwOEcB7?Wa)gJEU
zOonJ2tOyNw#t&&S9(;cFyS=MEn*%{nmsY;Mr|$`*IVu>Z0mC?DKG6bc(~#Q08c^1I
zzn-q2cflhN`*OVVwWP91fU`v~AEy6NWnun}5ags_#3H#NiG{2r$zCtzvnc9rfZUMe
z(B+dH1?g#ED4>{_5MyJ>?r8ieHk`D_`O;ZpKA{f*!=t*1Qa+VN^(l%yMh9CRejQfv
z+?S8~tdd_WTH2`iAQ+W{Q@-1RfF_K>X=53GsJ<)phcr^)Mpg!wYNM2wi0WjCDMWM#
z82-QtB=jR9S{l!I^JnE-dF1Gjo)1BA>9kT6=FG#IhYn5|EGmug1DEnAyxI)vV<{N1
zkUlHNF2{8|TixRuJKc)1sx%$(L8~{O=c%w|u;_I9EY_`ZzejToT$BYi)SCG?x@R3;
zg@ECqpj8VG1>@81aVZdkD<}6~s3x#+b_94(G<x}#89yKW8_X<cOmZURWN`%#Ra{m~
zqcQ34tNJ*W$_3-^qs1riP33^q-E3Lww~rlzd)WBlc&LqoF*za|iQ~q`GGG)=@iCI0
zGb{)v`wUgbV<%L93V7yGE(0kR#!g7lMNs{*U-8K8zsBI|GkiP-4AA-C`kZLv`S-3K
zQnms01Ppo%806bnoQCg#Z~h1<>VoOo0rO$}#)EeT4CDP8G_ARlUFd&)?4nyx05A9a
z`Td`5irFlNHZ))uXAEp&q8}g*pwrk*J+z?#!#HJpw}Vrw0rr8^?3@2!$#^Jfr}(AE
z<u=mDZLn2kL|uu3O$6C10}WxR;Ulmy>8Y6lJRI)d@ov@bM7cq|>J*XdUe3!7oR?y_
zL<7!|RHaa_L%KTxXN~H3tX1_VhT*|4gZN61k3jtj;4p4AvT?G3A>T_!2{_s&1Pp&<
z4~`@kjzsDi{S%rLpnX~I@46K1k4}FBtpUSmCt?~|ZbXZ9{eWJnDY0>aL*T|)Klbiu
zk`OSASiT9J9}y=xiQ?YK$>n?%sJ=IH1;fZ?O_e-|Ts_cU7dJy}EP8ee9vP$O-EwNB
zu6aggJGe;5@pL81{5S`oQ?<0q(z2H_l^@m*u`CJd-N2}1%r!P#<kAwaJb3xn3g~)q
zMil~vM^zIMN8qR+@g4AL=Mpara_Qh(&(2;F0*3J}1&^+X$S)T>rX~n%tbLz|hr<pO
z@>!I#=USX7YN9onSDI(6P*inowU$wYL>mGRmW&Ik1k9gN3LFJPv<(LDbgE=ZVhspQ
zQSMR&j#Dk#5xAb@12?xFn)599uwNec%C)=?-C*oEIifv*Yo3$E4+@j^;$IjXSuQ#d
zxMn3;HW1cNeE(k0J^Es4iUuX3H(!sJ0`eeEi+tM!^}ZVdhNlQK3`wQ{FBB57bEDeB
z#xW9$`nbdEI}wS;#v<-P47=(mvBURr1vX9w3?yC91=1mAfpjl-Bo=7!m3?=0e<%*>
zLa7duiq2qvZgf3DnQ$!jDvMQNW3BA@`>e@7H1t{ZM%Ag4yr8MPDUb?WKEjok6uA6Z
zSg4<=Z`q}R0piC3QgR=|J~r0e3NL59`2dV|;EzozZWw`Pn_=RR#sk;I#P6GavE!ZM
zKGU+Q*yN*M_C9?j$|~~JvRSo@_u^f{#;^GE!Ch5q61dWAVZ$hKhnEfOS*zKGr(XK&
zTl{<s?xyY?i6jUvlg~ahV^99U1$}BK(<2I#gP{@8zI8InivMTmi$6?m&ft}il3a;H
z)8Lt7_`pJ3JJ>j`4ybkC?SZ<Vtf<;v6JG&;5@Dyuf!@XH&zf&^==#oGQ?5JBdk7ew
z3nWGKM0j_R@CzM>%o+L(1gEF|9kDC<W=CL#p_xd@Lbw%07hGj+ix*__mds)Xkf%Gp
zPZ*TZjNX70-fzF$wC6R~i2EXC^W?Ra%PYhIci%S4(Q-xuJTe-`I|GJCI{>+uKZYXB
z9Z9#}fPa*Yl{TP4?oY4hgjZRe4xV@A?jSErIul#<%9wny_Pje=Kwqhj=s_U5+`6&~
z*gOzj2t=N^v2l|0FRFB-i>#My8S0<lvgyzWv&#Fbo!J%zS<fvdY@eHQbGKfPnq_XO
z<>QEg7xBS@P1*wz>D1|uIW`Grp}&g+dDLK(_0QLSqSOr_!Nh66Fiv@O(t>0z8ifTL
zYx<s>ZMJ2>!M*RqTm2)l<MRo<iB%zB7$>SC(UoxO30gP%@SIh<>-emfqEh$0a}jGw
zM-$EvFpN`PSmXos79ZoR)o^hYHe5R$RqwZh=8au@r>@UhK0a+~m&De9+nHK~k$_hB
zbH6`+cXcHVqZEd`#^@tSv0p{f@i$h7-+P|OY*o%@wcNI9Wa->>_43aPUj)HT6Nza|
zi@gv97aQxxA|3NRf2D%YYB>4lkEX1t1GG4jDC5SlvFr|wA4>Ta@+o(`J-*J@OYTOA
zzWV!;2&?9RZLMkzFYmMV{PN|(U)I&q-+utVPficA)TO;De?>pNIx)|$d7c8&)%&R6
zkPk+0z$i|OIbpzpKVdO|7K%iPz(xx?ot967ePje3@?uahjMMvoN^U!dn7^>-?y~Eb
zdjY461EB!}IBzujKX^uQ_s1|0DaaLIXaU2d#Rs`3s^dYD`V+$-NzwlYk`je*BC3!m
zf1$SBI(2Lx-9kOh6hNSHkoA}c0|w`zA4tGG22Hm57pjsio)nCEFkld89kd)@!zHtT
z_6B`0<?3;tkEzpq<}K7ph6|K%g8wFL`sGV?Ydqu=iNVTn;`+Vc&KwBw>0`&Odhvnl
zyX7j7pOuzsJrYxGIiyAZvuw~RaC05b_^WxJF<?0WnYe36i$ipi%fMx681OtSZ~36N
zt|6;Sbv#(5{=_hdvjQ47==%X%L*|pitZHtls35EOk@TpOZ~ZPSN4|}VZw53s9(x+z
z6(5kAP_7dFwo<v&{^csAX9(!T4TOrv=}`f;5g$g$9yt{yCc~ElKsdEp-Gwlb@@!HW
z4%{Acw?Mrby})bzliayr80RiLA64<j8Q>5ybc&}eBQt-yjqG{+e~QzNL|LvHjFZ?I
za8+W^X~3wl+m#S!wP2jaxc<|1jAOT}A<nmPPTe}1D}<Bf@Dt3@Yr*qwz$iNJp&Q6%
zg0ud*)r)*R+x76$(FP3QyiwLrh%&<)cTH5k-a7)VgK(dvIv&eQ{fS}lYyYMCO%yg{
zwGW4ilK($%$|?c#<s&J|zo-{HAD7j$=viVR-He2Q!KsosrSG~f!n>8o>qjc4wXD1b
z?&0?)-Kuf<PnaqLrvbw_=YdH13wP|28Jmy}uP8eF36L*iecw}NgLHr-`W$j&rgWy;
zHNg0njrGW}+!Mw({Mu)&egE1I)o%R^MAIdCC>SOhO%pTqmQ)&~2p`D4;H}5cH1U#I
z0|s%f1nQ)($)CSt_j@pbcK`bbVwcE)2l&2b_u94Zfu8ipEENzi%S+E1Fig7)7yN{H
z9F9E3#ySzxvGl4BAPnfa^S?B%a&a&4;~j(vlYhPk4C8zq+#gW&_=U_=c&be8U9Ml=
zxth48-?J-yR`q3xFE0LV9bjJ(jNO1??A|lT%Y*Jb(8Fk0BnAxPl=k}qunOQ2k{GA3
zaZF5r6st%t4k*YH<3RQUc1HsSale7W=1njAODHVzV=sCQ7{oadah^jnO2}DrS={_~
z0M*5T+pWa_50u)Ep!RPG(-J_l0nhm5g|8EGCs!dh&W$Ln5{g9n1te`pn8X<ZhH>Tv
zP+^n#rGwt+1OSI{^_XRrNFtLf1dPIIXX3aVoF|Ym*jRC;Pqw}}9MajSfI<ZD*1;J9
zhH?Ih(p!v<j6G6ptmM-oJw7%q=nXS<*4EWDk=gKhJ3E*z{=D+Kwo7Ir1Q@%I^TyBk
zyZAGaieq>0(CqTwzqaM>R~}v^-32vKF?Pd7#@)E_8}JJMJ>>Atflqsf|IiY)fa@LB
zJ%4qnmmC@}h*PecoWOs7ezj`s;OCRbT;Hi)#oXzonhY35E{_SudF$HrxOwkwhNJ4}
zM`{i1n)t34!3GTC6exfA0GUWfp>;Dk*VjXH6}Sz~fRk0%UY+%@=W7WD4C7o36X7ou
z(<3D=H4~obPLM@l1MnN_*JB$rU>N@cAXE_H*wXHwYNEbxt5C8-px%pU-?ayZS_P0y
za(W+`HxjSBH7URxF|hyNs4j;LDQL@x&2%XKnqd#d=;~Qu-pIy!xlBaPjIb6yYkl<6
zHXmMZBNvS%%)-T88ZI7_l48@+6X7{cEFy$&EefntiqWGX(D0N@BOM{t0(h9{$MU&G
zV4}S4z=m&}xPuB=((y40ql~_FX94ggqB;TsFi~g!g!&#E>%G5bFMjk(xWZ8#MbmHF
zkt-!qQez<H3bd6$)&RtTjZ?4XxGLOo9G2y9`i?dw4a-fDG8NShHqH|rP!d7aJy4_w
zJ-TpLjsrV(X>>orXPx0~0n#bD(STu`ICEkssmGlNkBzl!#qctJ|Ip57tr|AutHj0q
zKpVUcOFTg3TI);hdVO$xpOrB+?ya;z?R}yY-~tfs>fW<sU|6-Bl|ccFnZ17E)W+!R
zmm8<7TAEkB!`U<)vJ~N0`UZ<EaX{QcoIO2xb4&i!NpJ^3a53Z$B?_o=>bxt{5i$Yb
z_nOC)(tZwJ5&V91!>u!~O4qRz4+&EN1{km=X-?pBWL^5+*H7Je+Dr8rFv!61sP&||
zUW|Q2y;4Pjv%PtI<UWqr@+0zI4O}unxLqE&EE_AU+<-5yz10-li%y3PliVPWU@FSZ
zvZJHk+!6c~ZQ^<kQB6!aFn&Z2nnx`@q(s*$TX-#AsL6S(qQUJ3@J-oRb$;oV^g^8{
zAWY2ZDD0T=;9$2W1M_5KtsF3BN8MqOaR26X6nGfkwmQUAL)pYe-=C<96w#gN{T7!H
zHde92|2*xV3dML;N6~v0BuHV@!=sZ#P{lmS_r3VlOi(HTb4j)^Tu70Co$=a#4Hy=f
zIe^n&P{u&A)C8b6wyghjTazT?+g|<$B>I+6=Q1hOH(Wu}_xy$nhKJA?IN~oRztL@2
zN=EEZ?~mN~b|eQ<4&>cmsw-9@PluhT6+Gyh94oxPL`RVOC^ag-6pgcNs0F1xtl8Zn
z*KR7_-%BkRFvy}Iz#VBZD{q6oZC6<qmg=BaRKm|hsmPZ}hOrEaaIaSd&cEaDEJfO#
zBZc<9a)<#RS;SykBq3lJ=Ul{@3UUNuDS3k$-69kCpD3$B)|gq3_Q2=ij6H!B#euEa
zJFR}fhpJl+?{!#~{#>z1X^;^Tu#3>h4n|pV^OqfO-@XC=q8rLsSW0GcAUu5mF1u-g
z9Y9qizYqcA^XHLYaDJqB1TOG0>%{osLrQD1)`2(BpVv-+j8u9Q+HLcbH*E)mIpm)>
zrPr^ynKWsh7nHw>OHCN2eyP95Y)~H-Z_@6mK~%Vfb)jFuJ!M{aO#0L1Krp-$>O3XI
z4j(3qJh@(Mh{TD(#<}sh59f#cggoOoB~3I*l{@^@=Ry~_=!#jjJ>PGC)RN|%gvSsz
ze-U~&TV^LItIoCS8oy?7k^yit$i&cJ+j%_hT(`Oq<~$>1&CU+Pp44BPi=&j{=ib!~
zc*c*iCEg_bnnM)BwhK<cV@AH1=Rw@n-yv%(1PtRu=@XNJaq>n%fiHJJ@f$b|7{-Yb
zDkcZx<annB-L@qZZ|U=*(|}=|D8OP$FitM!vCwxeaaUt}z0jc3fMJ~YysKI8h74l}
zIHqe@^aM=}=BEL}IC05{X~A@o83Gpb!a_M_B%Q=SB7;r?hH;|G6cd7RD!pLolrQ6s
zz<^<#LvZ&j4uwhVcv*Hh363$Du}M&_D+MD4wdl}}GgswF&h@eZ3>f~*2n;OB)gFqu
zrqm8VYn%@}_GJTx(aM)z32or}t_CF@Xbl)fD+4D9ZL<Js@7q$5T17@ShPQ%uq61%U
zr}3>)H(aZ{SZlyAvF&jNb2lF*>?C;2GJxFs_83cYx1$n_Xg&bKp3?(m!I%&a?iw&m
za7!?X{o(CmQwCz}m6ovkb`?l!SIc16);2ts5StQM?c5;czasY<?z6eufoVDDe~WlI
zEN6f2wy_ZZ70h7Lf2*S`6`<-tu>qqPZ0E-fHCJm4%}om6@c&63C~_`m^S12*aMF@+
z8O<J~8Zb<11tc}B`+(R$QTRWtGkHe|uWpIhxS;i5tauMv4H%}i9<ensP9zQqV1e<I
z{|aq0M4LA{aWF`i6)WQr^_uuUF+yyIP2FE4Z5SSl(LLo@+X2LrOhD}DSHml|$Q<KY
z(bs@cJh{i!ZKGiqHVu3g!ug(feZuc|t79ONafxEUAWjUzqq?8Du@q&e6fAe}zfchp
zaWw9q6`%>gNeKq9C#!1`4`K}%Bo-Y40&jdw+kv$;ZRTI`4T?xYZ7tKxlhb11L5+a3
zf$=l`4E{_k58nFul%zr_JOs~xVVn<mlCCJ`2hNm_MHG|zDkdhuj<tdaH-5w)LC>(s
zA1;(hIv;DRe;jOE88D0!b23bvv<l%!tgc2pa2ha-69*?&1T&bUYH1yMR<k!?7^f`u
zmk!%UfV>eZu+!Dk;vSP`z%b6`cqvpOCVfC^W>NxNipIjzCNV?krJcY>Dm`{R=TN5A
zivgp)BkQA^Jf_;GN24s&$x;VBjZ^)JVHjs&Trl~-ssMf@;28!R>+#;jzRhbv47`5A
z#<^t+0mC@;jbykOf^vb4RYd%BcY7YVi0RpQ$<p@C(m?@@BKZmd!#HyxorQ?bOQ1pp
zHrDL3i?>w0+r(#$JTW%+)W**N&Z;=K?h`bhTU3yfqbBV6I9$h1j}I%$*Oje0UA~FU
z-4<T&>GjP|rILGe^(pWbF7Tl^Dr~IIyB3UlB3mP<pfK@+<<nNQkVk0gmc%_oR120g
zriLoApJgp%uLk`70vP8HsZ$9yKC$3E4)sgs%_jWPP~b;^Ow+o8A}YFky>SLHU>N6i
z#0g9Roc2hNZ`oLrw^V$y+La{8VY#&O=dt_X^=ic(KXOFEhuQ1kx3aO0u350EbtJg(
zi<Mik>_}=?^j=8j6oFf41&#xkqqoF2Q7yKN?(4HE<*0T2#_E0ye!H*+FNEOOSfkbt
zy?SCnC!baRomGFeitDC%{})nU6UYYYZzDC>ST82ORp|RmjeS<<<A;8KrpQ2$mN#*P
z?&nXG*0%bTNRIwxWKJeQCKne%rx+AAgy(tF9hd(uR8rXJL?~6jUk!Ey-u^Da`Efsq
zW|!^Jp>QVbakKt>^rO=2^YWJ(A#WVHJdL7`jWzSm(K2-o!pi}lWv*@9b)rmJkgR;e
z1%4I97#r*3Hft(~ja7VBk^Yfyto*YFV;_&;k~LvMDno3n+sU0KAHMjo&w6@w^w6!d
z+cS8XA|RE8lM-VgF=NO8JHx4W6ebgTDXX_+-opi3UV!lB{J)m&Kj7&{eWw0lyIAD|
z0c$2B<K{x+FPM;+WG4gegczCO<@UIcgu;W(q|$RBVfahCBQBRbG09MgT)uATUh*8C
zO1kuC%xj#2A|c&cg|+cTl?*+W8JPJhewmj<Vf<oY5CFJ-lM)bv^`BtPX@3%bn6AwV
zpoGD9;R7LH_yZ_n;$O7iX|duw$jbExW~?t?O0PL2NNgq@s`0bWY5L*S>yJ%=)Q&X-
z5{(SUhQk^xRo;t9_yAElo?PiF!p6!N_12#k%R?ZC_T+vBG6};90mC@8o(-2Omh>!f
z=ysI#!}jLKkL~IzU2jsL(J@GTMjJU1azY$ksFk$wWB!=*DsCknYWVj`><Jr?tr$Gz
z(c$KMFYNEGSN=!H6l^TctZ6j%!zV_~sl;L&%(ruJ1nfHJ;GfTT_KB~&S?gE#uMo?>
zkw8%Nr2IKPA;?@C(yc;;ceWPNYD;f1;c|DOEoNr%&N*XqJm#~qPs_YmtyWvjDH)wm
z7`KcdPU-#0_%U+|e=N2Wr!>6(mu*+ZRDeoxPvjrIYioKJ;FL4QNaPeY`n61DR;V#*
zA*9v136f+VKR0S+p5wRztKtVE!0F^De$f-{P;9JOzgYEhepuaS**D(WKJ>{hnkBe7
zh);=1O#vIwD!MvLkq`ogM}8Is3{?3bJFShC0*^U@y@ok}%i-T;W97JV^UmH0&Ee_A
zCteU=HHUo;=$FEI6@Qx>;#TFw6ND5j!XIH{HJZ^lp+Zym(TyRGRe$PE8tc%dMPUri
z6{3!OQuPI_mzJ#P)+LsbsQDXWw;Z#51<}8Yi|}maE=?leguV2}1AlBgmZj|{dlvjz
z0$TGr`Es^+6<{7dJ$}M`k<KL43j?zAlax?gM1ay`Cxp5&WL{;*Ig+%y&wOMH2RIlU
zTTb)efMJ|rfYYBREj68Lc?0L4gT)~m$5?@5Dp@Tz;1oibL%}d+ymA(!Nm@{Y+7H9_
zWwkERWcG}j89r-joxf^SF1ti)P?Q9*6XC;Lvp+epf4=2^Mf<GQY2_0qEJ*f=y%NL~
z?=X2on*(zPKxWw70Rtd=X9+VJpE7dh+8zP(B6m1z_}3?w^m^hMpY_onJ=^ywx`d6&
z{Ak#aXxNf?%>T6}eR|}={Es{PtdF1hwA9;I7c=;SFdPLw6S3p1o)v$j($O-9di$)U
z9oI*WxxLsY_7J`A;PB86wKi`Veg{e-`>a2QOuMvU-)zR%7b1`xjG`BUw?Obhr@mNz
z`eV?SyI<>n{lRS?==Jy&&K;&|!ZsL>4|2o)7mb<$8|%rTX&d8Thxl;P4EP{}!@3YK
zJbNgl;u|F0jq}ihbvGRyoeipQJyLni?^zHfCsJs5k@#I~*iB#!EH-7&xw5NxI_eb%
za&x82tD=BixNQFYMY^Abs?KMRj#{{OBqgKD)z=#N`X=~8K`yVLTw-H=;`22dofA$P
z-KrH$c{6?l?;tkbKg!1XWy$6;rw>9pZsHexS`Y3sl;uVfN*mYSDC;jfX8gLpb1|X#
zGO0f|l#@ekjvk0%fL1nEldPY&4jm1JoyX6Q{k3nCDE`fH{7qrBfI6k&78#q=9uwr<
z!7rTZx1{W<0#mL$!oU6DK{d)S*8_pf>&^MLztitnW8MQ#Agi%)ipiaivda8gVRf#B
zHGE<{%|<kWVB=(QLs^Mpe+-JuvnianNv-_2X5!=@*00_7c1fR@1iuWJA$44{u1y+y
zws6CuKBeMioF6t8)w_WGIBP`Z#zUu6(PE116yK95X-?9^v5;gvDc|~4Gs?qGsty1<
zk$7yJMBkhcUv{Kc_d=(lnFV?h*|S2H`wiaXw;&d5oO^2U;9Y&KTJ@JdepFNT1ybf%
zSUTK@uX$A`OKmu_agrlqVv;kHq+Epf4KE}V3~`7?FZX20t+dXclpDPp60A17v0jv{
zR0T%=15KR_mO?;_Utt(FzW<8XmPY!-5dzU$JMX;;4SyC%6@L1xp6U%#W>s78DO}l8
z9aE@JuZGqO&qaqo>A<|B;E?oi<T8CIjOSg0(1`<LUp|TMnf!a*>YBTMBMDj1fC@pk
zjBG4A)K&CZbr;UM^VURsOY=?m9(?vegvZ8O^Lm?<oYmptIU>i$nSaem;FS^qXmA1`
zD=)~yMmyXRRR!Qolz0G+UI9W(2aqi)j_!7pIuB_3o=R6htpv*Eugt3@5?O+cHn?bd
zpnS$8B42~>$wRFPwOX{@Nhez1+72k_c<FE{%{3gNI7SnvQK~>iYwOm(?-tMVCn$4=
zYaw7*7&;)%muV)VaU|GqlB9KQ^zMx7<-%bm9Q!x~4CB-S<K7@hQ2+xsPAy(z=}N5R
zYp5gxhH>h{dAKys$wnvHgNTr|Lu)j%UV}rIGK06^Sg>JdtaZBd`#bLp%j==T*te<5
zW~kBX<wTb9r%@c*!jw%#4$gvLv4HK6m5(}hdvMTzVVszmDb~?UUq#u+#-eL@*kV<O
zXIe`S4@Gs<Djr<`(2(axN~>FBT^6DOuZ#W%NkN!MM1unxeo2-);!7klOninG9X8s%
zq6*HKi+~p7a1|mrTn1grO??H7+g}Wg7VX5KP!ibXbBDnWj*V4j@HgQ<X9sVd>aeaV
z>p4o|1^C!hNBl%&N1~KqV;SyT#fZ5sjL`^=4OepJjso9~d?Ply%#sc}E03+21Kd2S
zBUVWQ>|DTA*;sG<E2DVC$*Ml?h$5t=PT)teahQHUJ?MKt^KCQoEtid_B(U`C?I10(
zvA%n_=7P=5TSGO|^~oPLd)jq;Z;yojOjKYjfQ^l{@y_J(&2~ijtW615eotAU<7um-
zN$Y?YN20N@_QdbqQEo_WpY{3KJb#R;-iWpFV`#S!xT{_dX{hg1GQtr(fXXmdfBuBT
z{;}Y*a~wAIek2QP{aU$KJm*h)rmfEse;vyF;=331(V!{(P_%{N!_fdi<&R8wURm|<
zL%C7H$SY(IN4pRkYwYs!&-CvDwFc(rUVQXOuNt`hz`uiZ>nWfSK<Nl_mBC(O=rBsw
z+!)32cS<E`WkSLRQ44gSTf-ZLUdLQ%nBF4$k&PE!Hb)i5v(#G*Vh2gJKCqMd4Bp6J
z3dQ!i*iYJ(@_a9=HvlVebn;FJ8^`5Q02GX@WAK39dNiBE?NumUXqZ|<4;`62qCXsf
z{+Rgd#Amy_tfvLpEPf;D(i|R^^kBhnF6Z-Es#C=|uD3++7Bq`3;23U~N9l_1Tm18r
z55cUreCSreNd<?obmfDIR=P}<d&I`t{Q1}8ul)tLA?jH)wI(~cz+(Ziz{VoQ3>M_q
zpIG}62R_Cz>3R~lfLgul{ogHfKs$5eG1}N+UrHGCvC%g7veu0v2W_sz^lrdVVh21D
znC@0NAO$J`OPr+n(;%cNXF)}~0~6}6nf+~)lBHmfKn*UZxGfA4a-h`ly$;N@jIP7R
zshkcu3}iiAV8_q9z)7)>=)lM71vX|JHLoW<a}aF~U$k-htk1f<aVlS%_V5ru$J=|q
zpF2z&lYKz#`168qBQZ7^0;aHP`9t_KY^)7S3KlzX0*Z9jsZ;d)oN>eW_}c^sB5OR%
zejLT`2J-vWPIy58+NV;JoO7E@?91Tw@VG9G_b@vKJXv-RXsiR>m%Kma8`w40{CH*4
zwJqA$-Vt@%NE&l%Sn&b`(N$H(Zq+aDREzpNo1<ZbYBr;BHnDLW-(Vo9WvOKQEd+P4
zdw?suQi0!bflGrQ#nHhIj=GW;#wAav(};)q2s#EF>{>ODf&sgT!sLrF?MW{11Hf`B
z-K1jE9mjET2498X_YmA^YX6?aA^tnyDp(PtPZn(EoG!MhQ2ND29!F8OVU=fs<*Pk>
zUHpY}6K+?+na9RjE4sXP^wv|5fb4X##Gi8h?3TD^U}M$1{MJvev;*l-9i<MQ#OanO
zp-w$8S2kAhoFlq@76%6l)nO94015sGC}IP_<+!_ki=V*8+W7wd4>oNt?&A*IA!l)S
zb-ob-p1+ZW!<+>|4fu1w|JaS7u_71jEce|m@KhYhEcV8wTCUw&!-ol(KfD)ZP+7Rv
z;mcvx^r%ukafYN?3KBL>C^Vcdek^~cVfGpDT*YZ(+$9_pHdeEm4btbAuLsuE+4IdS
zX9M^7FNEa;ARtSG4vXNH$^QBLHtCrzrzoash%Z30z#5K3cx)_we>+Fa;42C9vDA-o
z$!Wkab8v5h+C7~U;l4G+>IVMc0OWk8QXLQE>Q7Go@E6+h&^Mytt{c%0vUe`m>KpKM
zw=Rcuao|ZvwLX6VV$_m|#sOlZuWAZyn9y~$UBD;K6VLSaRK7)?_q*;Y2j0R?(~jS6
z-`XcG5QyHA@}AhZ<oi#-{g<%vRQEx#Pk3xel<@SuGG(**#P5VfZ$l}a>Ob=0UO36;
z+<IigTjR_5#6<$p^TCc}<#;l;9x|2Zsw43+UgWJ@1~K|I$+^iMv*$|w*5db<!?o#f
z3>hXhlsglR&r_<yO9xFsah53Ff(*t+t5*fj((ygw?*&_YfKc!VRmVdp)Soy)o^k3)
zcAsF`e5C?Vg+PiOx2fhVhu-{DtIWrbEc+uW#8E>P-&ba)#-a{y?s6G)v2haDLU@bh
zw2Z)4lh{&F9gp#<KRJ$yS$Yv%K&%lRQ#-^$ZbJYcSqxOi1F!m%bG(|X@oGaYT<De1
z_;$|^8tjIRxN@UbHQKDe5>ju%9D{+PHw}KOh>&OFElK-*!vr2#WMh51D=y-xyKs8?
zvQ7RRRbOrC69-9xv{#YtprEklyr`6f&A!@<Q9GmD_x>bjVCfS$D9RtbSJ4`sU*eqV
zWMUa*mle9w`RKSVu;|OaezM-gc@0CkDM?2i@v!k&d#Tm0{1aMY_|&1Y&smnsqV-Gb
z&;Aa#J8Z1gU333jv=u}Wv|LrT+mOUcFbB8g_(H)jPM!Maeqo2!6L?c8^!6lQ3c2Rh
zfMJ|BaUDMdO@RE}cVx5lC+M6*xV*v*4jZf3wtj^gT=qdgN>6{|gGJiG*wy9Ly<wQn
z%D_*^x#<R5QBq=asH5E;LLx+LV7M?DU|=Gtj>oc5e_|N^gg&r@%d-j{ST?>gB3tf)
za5kr$o6dSq+UI$|G2j`0k`@VpA?32MNMph7GyUh(+E*8&GmS(d6b$3k`I_POR1`C8
ztmuayY85d847FZ6viCc=v$<w<2pGm$2Wi_0a}ppD9Gj&=C_H#;z%WiMvhOd{JT^TM
zZj;l!=FZp_Jn$PZj9<@%d+tU~U6Wj;HoS%~qx$@LH%Egdr&ONa{S6q#xf%H|EG&o*
zL<6WFWj)`MP8SU0{1N$(w|P=(dZMZIX{P{}x$1bJR)1m`Mm-o#TVx`+eYK>2p*-c;
z>jzq9K81PWMo^^+LvSkPg3@)O8no}El>d_N?4-L<&h2XxcIRqcs2t(e^z@RWzRLw>
zl;gbK!sdki>_2#21rdqgzg2$rE3QZeOg9%VqbhV)uvU*1STD?(oAZ@1t@MHRSA=&C
zV092bHvG5&!!vU<e7Gz7{qKQCCv3g~Pc963Veq!DBhWy0)}A)q4H(9$lb^$7-ZLdX
ztFp4z6O#rkn(#$7UVEWn7-xMP*YIGOtKMhwcSRE68HFjAmd_9090oWIL*9U4oE0$9
zBySAny?0Ht5{CvXYeOA+pf+F_bxrihWCfE;n>ZYsl|JymX}~Z}?d1ulM~9`C=i3b*
zO?~Vv?3~ZPghjS7S<taw@`1(^*f@1aLA+j`bM^R>ZQ*{-5p`|g(7VAf<HLsTd*w`S
zIIB$}8%W#Kv>KppVXw<Ae|gIXx37*I&%+O4qeH%ybu9VQ-yMr<v->S%NNG4M1Cupj
z^h!Ep=C$~}eBb1OA4oZV7I(eX(5Otx5b(^L*@(YeFn;BVv_9G$7x&i-fL}y_GX_jM
zjnjZ(oC^`Bb5y8>-U)2Da=4X!;yd*|SWp#kI%^{Y4CDL=arPiOvGfMj-)OgE+33n)
z;OlKUI`!&5%aKkeGA0BJ<7|sKUkVmBx)X+n3~FcITGw%s=d<w!4C6e5IA0FNsg4NF
z<=%H-QW@*bfMJ~4@8~{^lT#SXG;++`#S24_C77c~)L+<G1`OlG!WwFhv{qKh%T}%E
zcP{)^?-t;6<|qUV<J6@V+($&UW}Rcjer--}K{~PFb<Hr0b1~2f`y1G2=^axu+N1>N
z8g+=|W2FaM4H!oKXaV@V6C1D)Nx{b1h4-lKcn^^4l;#Qn!#MTDm3ylAK2$|g@-3pC
zDg%ab)^pLR6%Xy(Yt`PqR?`^*hH=(KoX!%}Q)?VhJf`1(VVu`-s=|9=*mA%u@tH<-
zJZ4G#$?=eH)Mroar*J<R!4WOKsn0B5^hs`5_{LozJ1l9no{bWx=;#-XlZ}n`$Ep`C
zlzV6m@&`N^fy;?c$m)!zz<0R7J=m!#%QCB40=&OK=hSqWc+fp{P-389)8xX1f$Dg$
zO#O*r7<&iAp0`zM_tfU8NtwxksQ+&#F@62)mTz^rWhtMPhbl5)nA{{JH&1)GMd+3h
zEAVL$y(-93aFw+5V1xm~nDwQv+y6s~7E*YWCFVh`vc;W4-Oqe)r)QUSC1sueu0{4;
z98d%fs0F-h;2w@KXCA{bV0buMDBU=D_-b4p!!ckO=ch<(KB&ipE?I;9hVt~F*MMQ%
zdR4fi_UXK{J<3`$sbb|xpX1x}hWm|hvcU)Uv&PoOLsDVU{MkJ)BxNdSNn*LDMZ8jP
zLm^-o=VoM69%9q~c2W;X%xFuS>}Q%)$AkUqPfpU`$65?8BjyOi989rs?DfEFz%VZ!
z#!C^}H|<Dp^vK2{hcT4!YJB;<>g85NfkvkKGofG@r_N9cm&r+#p|p2q>n)eE_wZR`
zzBsn~C6NI*ookM(VCmS{=(MCgkN#D3c}1K3fmcA;D;2JT(`sL+Rq^(ExE0BoH#yJj
z7h|-gT@{CQU7i^2@o=h^jkR^r!sq*TdeX<8EOA5bBB5Y-SUR~VT*#Uw*jUS&JwNbx
z19%MmQu8OP4Ora=hIO2FrVucUQ-}08CtHcLa;xm~`fY=XTF;hx^Tp>cCjibjgSRhs
zYJc3^Kj@eG`F!fLGICj-c#2%Q^jMB95BRKiR$gdWuS{>BiVTtt*txi8Qj+k4KCA7@
zW2eTANzfeBu_(0O?VoY9RALP-kvH$3RCQK*q8DW(#NR|&-}SCGcWLf8b>n4Uhbbl#
zaZ>r(?``V>Vd6bX*Zyo@d;(u*$!e%*^Kig`HEMR3#XAnUD8uV&=lW4PF=alJ)qG`m
z$;;PbAxdV_*0<u0&IZbyxm}H)mC@cYhiV=!aI_~pSlqu!T)$1TS-ftcc+u6MXpD{>
zNkW&RYgT+z9bz43&OTTFRLX449Gy4@v65i`FEhc&jsb_#>Q9oFJ@PlERIVjaklA7g
zXc;gp3Oc*Yjgy=r;H+M>>dxEQZpCXS2gVnvaGvVGF_|ajC=Ou$p*+JnZb^E;Cq5?<
zq*!3%1hhlQTDB5-ijIuz;uBvGh)e(ih-_TX#VY*SjO0bj0mO+Z)2{oo?MJ*j@VgvP
z^=)JRL#y8Fp_!8(=Vt^AHek1;YH#00S+5^x^RKn<d7i`!7-r5_fD^nFE%1SdZW*b8
zmyO0I>!AS+7)E^*$#pc~Z9H{j!@)V+VQqCDwG}p2vuOuE{&+=RA9uuOIO;IFC@@hr
z&JhvfU&#MeRC7rOrG-n~M+&g(`24ZwbAyDQi0@J5R4EA35ZMY#oI0Mq{P~#Hjc<S=
zo%>}<pM~MWIM6r}r2reJ^d!W}tB0d_wC7!;9fzaE#>rTMd->~6JTo;%f2a(q^nC~z
z##t0skHbNXRk5+LHotcG%ULtPC!;#NAeSHqv9UO+Ty+!&FCz#x7QJ=@98?|ttiI2u
z!-S0s-P#pjqGzLnBYoDmiJNAn{)T$Mu}JhHAu9vw3r^~M_*{v%X8Tm6LRr8-PMogg
zqc#>Qnd!4m&8+%U`M=-uiEFe-<g=sl+CF;p^E==FVgUH&6E+=e^orIdYcS-((I(Nn
zGU?y~&ZTuFi<Njw%+#Ww6JO}&#(n@?BUZbW4d1)|J*e6aCE~8ODha7K>P7_rOd867
zVdgY(&B+kZ6!urpSa(;pop|DW6Q6aydd<9hy5ozhbRL#}wh_>TVVpk1N#{)aC7ht?
z$nXy{6JuxYfKthuVn0icn=%M+lAA&PSpu3cjB`24;{lMD0A;~}@^sL+0QQ~XVliMC
zXDg)hU@%TT1*oH>2TlWqasK1trw^AmHrBAo&Fx|hV24$mEKyW0S69+1X&zTFm|9wm
z5e+uhqjmmH{iq6{Q62s)3Y}V7Q3#KXmDaHFlig>-wW;dxXQjAd!v{(3sHN2i(O_d0
z{VJmS0t?Wn4u4jgTkc!{auR};$lIk<?`u8KEXhuz)h3w%!#HyQs2a*TG|8~xGz9Ks
zi3bR0U6??6CX)|ms-rlFsYW(7*4>eDUyYhn&Bq=7Y);o_FM|Kv#>Q&)TIohJ-ho&W
z)#1--Epg9@yMSo0abB4LG~^U;WmAN?K6@JBv9XSxT(PtCRak$Y9UT7Ew-eD=bVhpu
z^#nE?f65&-aehRDjn%Q{8=d<8256FR4jA?4YkjmT(T0q33H&CiV!P?+k9w|!g05ez
zcz*8PVW<-+G>dNQcj0HrX#<mcVQpV~!zHco<TF;%o2E3dmC<otvG`6ieWEx`mF5|T
zV@ybi`+eGHP*m7)kK?vPdlMbmAn=<i0%p_1>x@3<8s?iYAnet~t(Ua@7gVjD*6y|E
z&;PR+h<Dt=_-A^P&w%0SujiTvIsLbhfl&vGlzFvBD>&agJ-uwT<#_Mq=t2B5iHHHi
zIO`%#$KNKc#R|yeZw6Kz^I5h!kSWu?=pTg#VZBku-HLyfW~B+kIMJIWUV#Ax=s`Y?
zlizi<mmV}=7-tuxbJYJ9r!FTEE-Oh;ISDG|(Z^>+7mYh`$x7DO;HNOK&+xs`c^`6n
zR3@*u3gZWFcQlF#HjbeT@7|uS^S~$7KavkD%lLt}F&NXqh%d4W`7C>%@|8ZnJp*oc
z{_bimn6|A32V-`3g-d<}T2EkOJ=yQpk$Qc=IO$Vl^7!6Y>-hvK_yBi1ySi0115p^h
z3Lq!&quB6+5Bzkdav@$r3xH^}F%(cXR%)?l2UT9(%V)jceeRb#iw)3{Ulh6I99Ij&
zj%Z_J{WdG*<pC35nX3+4P$6J=_I1LmV;*7Ft5vkZpohQh2$DaiWb0h1cl2tqC!tj#
zk4eqSzjSv(eiw`yR%aZRyti=@B_ojwl=%WlL<6(eFI=(QLOm?3fT2=m<UQ;;Tqvrj
zrPccS#hX87qQUSc;0c(06;$Iy?m~R3bEuY2YRtvYs-QM2+w(X6d~RV+KBH`bzmg1b
zDiUq^HTk?(_(1@1WJu>k()+RhL|JuL{js#Ndwz7Lg=3-hL?NQ8mk|8%#kG-VmdAJ=
zhLy2ly|HBNyh}Ty_%OT-O-;$}>DKcFzq|wyrQu6kynpVzJ`Br8b7lS^1rR~bK;>PR
zUapuQKz<DtSK6&0JV0%dEC@QbHeA}a_5w89ChtFyEjk}WflO>uf8M|)E;|_~l~gq?
zQ;3G=w|bq3-d;$&q^wavvG+h~eV^56#V75$r-CW%*vSP^oIb*dTH61OtrcE^rTJFs
z!Z(k!euuXWj}Kk?x^1U<sjzLVr}62Xg>Te`#2kNT#g7kp>?~}(`QIPjyIwbX=~3zo
z9ZeoC1IY!3l=G^!syFu4?zOa$*4R4YTs?}*FwE9#s9i^gf#A9wxSXD_`uR=09)JF(
zm&P_=7-t_?Fpx0W2Hwj^3G|)wZH4N1Sg-0&X3SqK;w|Xlg^Ha}eP0BSZ5)q1&>JvJ
zb`L~ffT&JPXqJ>3A6OBTC#H11?u9#?!*>x4bKZbq?9)+;j0t8m%ci=+^1x}pFwP~2
zb8Ik9UPHu5bSoQl8ZeAgZ*^{gV0iVku*Y?w0mC?VBc0=d>0~#t8lVTA1`Ol8gg9Rf
z#>tm<>Rjc4(|}=|O<+@oTawgxkgUL45+d<_qwaKGhx^h;sW>aHPLEoTFNRviYKPLP
zvu<0$fM>dOB8VG5(G2E^s>9BvTr}@31`OjIhz81Q!TdGMG!On7FpN_hJ>k;cA*1KO
z>8^jIR?Q75cz-6%&AYR%-bry|q21*||MO!P-Gbe@!^!uOp0D))8%Bj(hLL_ym+BRP
zTkrLapT1V&Mn#U2iR4{@q!li!RUrt|#wX$15M}M!elbUd@Lbv?Scrm>D;->To$xAC
z8*rrGp*X_gXM1*z7=SlPB|yW1RS*J(`J?N^IN@!WcVjVsO7_@)r^^}K<D8>|o=4>&
zvr5mp)$j3Equ53$h5T`hoyU-!@|Z*p2?*B7m%HmX>o!i)Bb$!X{(A7VtJUPNAIokV
zD#d`|Vd=ypXIRql#M$UG&YZ7vYmsZ;l7VS5Imv)woTqUH@^nf`>?AtK)Kt0G(}qt|
zd%suJTB5>*mZ%@^{_EJ<E;pjAu^-q!cZ_~q3n^L$WFn}2!K!UHYtvw81$Jrbc_Pww
zMOmLc*Rp5%e%C!hvX$0$GC$7g+cQ0v;c^=3Df<~mYJc_f<bqI`WcY_OO75Pf#Y4}x
z0mFRMSzh5nXL*S()gK$b6I_c0))(sX_MkF=(>Vo(fMJ|DQ0B%5%MgtVPRtZmf<ZTi
z3>h$tvpnDg*Llaxq@@3KY=S;ph09|Vovo~gj<m}&1Tt37*2}l5(SnA0!ZC|VVB`3u
zA!d<WPc?n2o`$x@X|p-0YPS^h&_rxAkZ${nWkQ>cY=6^n;VR$#??>Uo#__X2?A6S?
zZ%=A-K1?rZUEwEO7Wa{5eyp-r`aE7?EsU>6p71_Lce&!!bQK^2hNnYk`-Ri<$(ZtI
zk(j}GG_uT{*GFE*MdFB!&ImMM7-v-!n+d^UqYR@^vB(At<J4(}Zfk~|*zl$X-DCX*
zqUb~eNAmt)z%b4sNaq{Dbh7%Rx!UI?-UbZgEX_ylaM#J4p1TG$9X=*2Z-s`vwG5(m
zq(T)Gst$@N{jq$fI_!9cHUAHY(y8;Pheh?hHp7DyrE<M0Zo9%dA3^w{=p1m9kn@X2
z+6_;KTxP262<70Ekx~ob@mWnfDSd$5pQ<LGK=xr{8NcJ9;_t*`xGB27LwEa-_via$
zamTnpSa!}iPV1r4HVjWxj?UF(c}8_eAAFSdRy{lp5%_xP_y_$zx$?~G;%A-0FnVEe
zZN+mxY^%HZgF5=NAz*kY%@F5JVwtAF!&Y?8fgxZRr}j=b5-T@LRqMlAv^!$)NbpXu
z4Inp5MC_!ULm5s5!#MR-j<a##Ll_p7k%g<AY0suVaUgvr;B@?{G74CJm!E9Qyk73X
z!VCKH!MIKs41EiJmSR$&He|M^=QYa&G|Hc<M@ze&`|{u(41q&B&EOin>*>^A#~Cc$
z4XOr+_1J_X4c?oBvC@vJkw&9bi3SWaM6V6ET3|(-Q1{!~wHH+YoCci+4CB0wYT->_
zOTdwo^gmn}tGcotyPg5VIJE~Z+~t8ger4#OB@Ju(tlv-fitC<xAkbNo7Q$SZ5P^+$
zXI1Uk`?<e5J;(-gJD1Z)FD<^azCCvHkchH*7<{Y?Tu&&8IK;rw%%0;E&Tn1d|3W_{
zHrAdKKb`Mg8_e;i+wK}wV_YkrSx<uAoq-&V>;nsxJ6iw*?Hu_|bPb8g7i-VEvjy%@
zr{6kVGV*Y9y~F*5>u_Q)>xnk-B`J%_gY^asvtB#b!X-zEt+dm?>$Axpt*?Ijj{(4X
zM@^w!O~y5+niLu|HoE@EI=tm?K@e=5dMl7CT?2D=rZnel6wP8jMUlionT|>DOE^eq
z#l+5}(nV_TI-Ci)0M0dq2BFmik!_drf7N7l|9+Zhx{iuFm4-c*#IrwO7jqK5HSuhW
zD3MlK+!}<~3TCcKwq&+eK>?9fAl%wtz2$3docY(UPdr^2*y<c{P9V>);rD(ShH>7;
z>7Nu9wDQzt11DyCOuqrcIQ24dvq!z=<6LX!_nLmbJfZ+z$fI@w1@)}3nOi(h-vYji
zm)YXe)6asbKFO4Ic5zT2kol~tI?TZkFpTpF#CgYiBfH;7SFJhRI+i!+<JsyS-`EN7
z#0}HSfMGiOAf4O6{T`rWF^~T3f5B=}9gmq-e_|NMsa00E)K;Xj$h{AC&l49bSIM^)
z)25t-o&<s>uyF(nl)>f=v!ln1Xv#`c7w&TVZ+PACtQRA#tp$S?Jp`Gm0A3|K!GZyP
z3ksdf#ZKmETq)Q%0m9(;>2>A}F}yMa)!m!LRD}EzYnLsE1sgu5SsUiaiyo~ybm_=&
zSLw*#pUAnU&0H{6GhRzsHhe`B%`y4bGd7Mo_#3LKUG*h?(CjG>;`zdAZh^eho<9Rc
z)g0nIxU_j$t`aAIgz}Qc^(<@8N26Ar{;J6z+MGD$T0Z(POREL~&Qyn&PY4(mp-&O#
z<gg&I<oQ+(M-Q<yU>Ik4C|oL>*U$BFl3$gr+HCG`M;l&)<>S1|5CVpAc0rsJ;v`z(
zbuKnevJNDJQQ<{&_B-h%Az&D1Cl{S)b<t^**!Yw3b3jQxb!_O)G`N%U4S2?{;oXXu
z<3=xcPW@oquDl>@4$a!8F<=-c7KIfD(7td-fs@QYUjB`j2d>MQ`V0y%2yMWYYrrth
zX91@_PX^{qKuvlK?b8;4%AB_-Ne&-Jb|f|g3}gNfsg=(GxD{#F)6-Ius=+niqYV#K
zskb^-QyYo1fQ@CqD4cSIiwXb}phz$E*#B(4XCQa&!*!qB{B714z-c@YWWXTKDro9S
z&O6ejX`qeFW&3A|$^Z>q4FSVA=i*r86{kCYi*SMtRGqBF4h@5l5DD)#lz5w09S7WA
zg~w>gS~s|HfMar&A~~{PsXHB(&(x~J<g^J>@a~tu*?LwTMLmYOi288l2;A9%pTfpb
zNgpfS^l_A^K>LOUA%kMBGIi%-(Jh=4dj$*-s|wqys<8gey+?`1KX}eY7C3j_y69zR
z4CvIqKUB915ExpvF48<yoB_k!l+Q+P3*OCXPG_mfodt`<@Dmy^j1%896w^?^!tG|r
z0c@;dovMBK+9r7T<FyG5-fW%fDi&}J#%g0@eV;z0S@&@eUevX9ouxxQhtkK+i_U-m
z{CzkR<OGILSyj+LJWMmO7eTObB4pvHLwVi0zOy!b-LV&s72HuQ?q|3!c&7N}X2(Z?
zB^ViO6YyArq{V&^Xi^TI6G#9yj$;{${8A~IOLFIv>r=0daJvcomRLj2%9ivwg-+1b
zOQyHv3bBS>iGcWe@!YS|KR5yD!Uk)|W&`)5>X@t{L2&J{qAHD56R*}M7r!*wVTi4$
z7L0{RSfgkmUxH+TUXS5IJ_afsA*7xo;E@{nVs}1Z!ND-O2=^mfvEeLP4oncAL&P4e
zQ%yYI&na~ei%{O%>#aOYh8s}K0S)9}lv76bFs@k%u6NWhS3z23L^yWeHV;YRaVx8$
zilYU{pF?^@n^8mnxLlM^0|=;!G9}+NbCjrzo5O|^={OM=z+0ji-G#<qFat`grzgS1
zX_w4IF$@@^dB-LliSjNjl3L-pw@VeO<gB4zKm!=7LR}&_wJ;AxiOM7fdVK6{RTZQ}
zEdq(eS;fYwSq9!v;>8wCS$@bO5`Q4e+~?Hnb8E&$w*pC_`^dr|DTWLiFsz$a<99C*
z&JMs*feqgjIx>%81s7?mLclQ2OaK-801wbP3bzkz9KSZ4Ovu4~9dPa^cZ$@x*f{qZ
z;Qpfvj%!is(SYCsqf5Q>XB#8=FTupaXR&qxm8m4T151)>I9!3xzCf!al37kdy2!Pg
zeMgk(i8Dbi6UZ`@PHdc`7ic-<r%=M!0r##vF(8eD6S1hCX=cFAqP9!*BSh&h!V=tB
zq$Z_WnSnp%#YHY4s`DoISbUkx9|2E_4@w+{uf26gDzVWu6x91UJPjdW6pwAaYTZ^U
zGe?PRmbf<q6%6B)Hkxy)&<t1nV8&!A6C(r+<J3l!n@)C4kx_I2WWiXW1`OjwyG2yN
z<?4hwK}<hnML75HmbUsGvDUBB9k{ve(41#s1HLh))!=N8MDSY}TCDkMM|I3a%>Gc-
zVakr+Y!`@$O{dID`QU<EMW}EBOFK9W6=A?IcD<*&agy@_Jo_9eVp43tD4cZXH-%J$
zUWY1>$JtN*hWRnfECYsdO1Y>2a{}|DajFYUYw*PEN6sJX<aK^9U;yWhQq7<0+cYH>
z-@S|Nn`FoJO-qC9-;5e*!$eNdXRx5tWBVt@zyb^S9?31dE~z>mV^Du$7#u@GkSx&|
zF&F485;HP}b;i#HMU&C!uS8j@<AGiMiD4MKT)hT|xV$BaKAIZF3Cn;%oRd+3&c$W}
zom-=^kBxJv1jkGE`m2+c*K7tj--Le$)u&hQ^gpUB%)b#FFLNfnm|C_vREslQCUhMH
zMMie4I(lGuLS^ai!OzOfMDaC!R!{cH>?=;}=m4*h{BXF~%P~be$Roale+|`XL41}Z
zW<W-AQcOmyl^&poji0I!+W1q^2xcc>p7{vz>vNr-x=;!}rJUiK90P`Nu0ot|z+?yD
z?6K#)*Q0Mi*z1GUwj7B+40V@GoCXZz{0ebq;5O}+e|F#LXVQ!{Wxz1b3Sod#9!A|b
zxhfT9$vomkrvamIk^~r1NN>*+_gUp;es;QQMT}iGq|ktoI8iNs0W#q)K`#KgU($mG
zG&JydNcJAwz^IPL3Q~V!82-)!FlFK>FeQM;Y}L_(U-Z&j1`Ok@1GI~2-Z;S&*9QP&
z-Uz1)hH*wCPJ_o}uS4L6dP>!U#|8}IoPs=-`}C&ZB}eKXGOVhN%e8)r4_^Q?=rmvy
zPWwYdY{(bwfw1hqczeX@N1HtcINt)mfc0v?D4h3@FM8JwDyj9~e0B7LIWS4ykS_xU
zamwSzx45<(I(7OK1x!JP`XALM9O!)tll~gxnhulMRg_|7z%Wi}A4HK3m<ssqcxbFz
zU+(GgPCV#<Tebi3zjQcBs<0p$!UV$0#v<=4od1VCP^YE;#W;+$kl>K#0P%n^gJYA>
zYP7@o7rW}%*S>rR3X-ZXFh%;174E8@{z&cNDIZiVqUz+Ahf!W4+gDduH((g&7MM7H
zUhvz*Cij%2xD^Q-j;iA!JnB!*DSnYW56KbgXZylk&-Q(KXY9fGF_3OGe)vPN%XZm7
zuCw)k&oZ09#_F)S-R}8=ANN@mPd0ma<C_V1OCnMJg8I%mX6l$K%EN#-d-Vt#j}FVu
zi$7>hXl_u10^ACxw@Ck3e2Q-?I3Dp3FpP5{h=e~}ax6g0cv!^7N;6;>s~%an3>2ei
zF}f~=J$UA;i#{E_u!Uxp9=!p>IOVhPc_gKd%^8U-#>P>d_u(>=^AH1k^@pd)msi~a
zLz?-1vA)f->yD3&D}A!{&Ec?$&$P=qEB+uHpp`US#sjw_4Y<S5)3O|+LhsYwi4x9H
zP#1kunN?1b%}tC&K)-~1U%(&MHq{P%Mwy4DECvOSDNg>J&02L1u$*X?A#7235fu2t
zIKVxmg7j1b3B^jLM%u9vaI_ql7>`f1>7OWX4Lc!BKLukY>)}(qE@kH4bRY%9S1QYH
zK#{evczC`S{)S|nfkk5nl>P$!owMj5?t?!IZ20*$iz<?Xzw;FW(K@$(%b)ulZ3UI<
z6&jXCRCppv+G%zH;G2y`mQ~;x@!*8xP|0L_{L-|viK(*8gOsuQ_*r`COM=QDnedEX
z!-w0LreiNhlI!j3Gp<bz(AVFU__f&UAE#;Qkx51k&>jo3-vUtiBaRKSTK*GJp;Ahk
zPf3s5Ua@f=U4pnXRa<g#PEj4kVxwOgo^!F2VPW(~f0i`pvEfi2c5}dQq$jKp{MBEY
z{Rpi@YGzt15t}xkb8H5jF76?RO2QPD&k;-R81UHlgc5V`Wlb%IV?E=zi<x1X0S?2E
z3zmrA(y4k<1IX1ovFy7_IpG;o(HJK!Of-kNmW|bT++z)2e-G+?ycb^o(3a;a<EAzR
zrq_NM=n!$RBmsOs&Nnu?F5dQSBKyM;@D$l%DK_>Z0GEw5<)&4ltREiRXkYlNWwUBS
zPTNwFEWML*fPRmY`~K)(AjKzI5nVDf4jT@Cwho_Z``1gA@*`bxUE}lC{u1%2NlCDh
znx;U(&*ap>i7o9UU~%9%gO|Fxm=SI0D_d|l*f?troS-VyyoxiIm>ExZrS3a?wf^)I
zJfmr7&5&8xIIby3`J@Qq+vwMo((wjjY)u3pD~X@H`rrF&_Topsybu*)^(&197^fkE
zrQj9u=S>8&gGLV%CDkrA&b2P&#gh?M5BVp5h1F^Nx$#%9n*^#N@)u20k8N*4+VMB`
z9UPv#+jDC!=C8VHRp2)P+@DW=!b9QlSCpNuewH0L<S&Fj>jpKH<1>^iS)XIsKp~&<
z_e>z(Df;u^Pt}hikwe%xa}1-RUvJmi^S1m|^VH<Do`$_dRDxuvj)%RZ{=_i69`$w>
z?s_Smx3gU<hL`#K2R!~e``KQk78^&qfSHgnux!4suYv=s8c+#S8$2Kg@KB*<{8_x<
z@P{EA0``LmCq`5~@(HZSLZ9@{bEx$Y)B~U&0IA*&$PEk^L5(kFyE3=MAdr_EO@jS0
zP#rL_dRlD!pjaz0y{|~<FP$|>nU<ZB-ZwohR=kkZ7r&mF0b#-DzQIyE{;-(DxWVu-
zy|ZxIt0IU;unz_+zDDBQwg@r$K0=Y??xWwN3U|FpMMV?J!mC`Ro8)=vMjK#?W4!8^
zLj#8C#Og3AkPZFE<d>%Br^-M*A)MbbwE(9R$QA;IaTY_(mIp3bTL24NVrJ1pC>Gf8
zYxLY<YD2&<=3fwV7z%m-Ta`lLJ7y0VH((g46iDOXtLj!-BeR;1yOG1w3249|PTX{)
z3RM^WT3op9w(4Xlc;GynjUnI}Ki=R&aly__yLM?W>o5iIgY7KU@!*I06FbWp_d>*7
z0BXWEOU+D4FtL*mgC0^H5A5ns48z#*U1op&rb&?ZnlMa$A%Jw&#j4|hT>Xg;42)c}
z(J>>Dm)7Ci8~n?9fGYatWbfZ&Yhq1q!$ve<7$@%H{zAm+?!(d&|JMw`Cxw)#bOpU9
zuyJ0Agls~J{)RHFu)9dn+6-$zoiJoR3N{wqZC{0gMsGb_b@r;OxT8q(r!Q`KwV-x#
zfZ}R2?82sjuil8VRELKvZ%QdP#4ZQFm5r76U_^rr?}E!lb+W{d@Yw*(OS>nqS#^|f
z%LMMD!Qk|iD0m@MM^W4WDJCP^Ww6ohuB&=5Q>@X4yY_+VR@;_UUIZ6J(&H00)foRU
zGtlmW_?_?+y>A%sjQ=y7APMir&-DpZCrb<@qe$aaf3j4EadyLrcJ5HMIZ1mLO#0~8
zhTSY#vLFbmML4xiP!(@26@IDYq8#eR@c5)ud^66qN73^v*?s&}EfX;W&#KPtXEz)q
zHcn7THWeL$Rq>sv4gteBF+bFwyO}LtqQYxLsa>(*lnCy4ENwDvf?^(|*hhOV6H2;-
zjp}gEdGqG(^2wu=gdYU*rk06bRt7v1E<HmIGxV}jai#pKEi)qo4C5S#G&{4b`M|nS
z>9H)aht_8Z7{-a^*Zp~0iqzqWDbY5Z!T)zG)+`H`N{BR3*PFR}z1tfW(hqIxteamL
z?`2v84IpEhT()N^@E)qlwj&TNw@a#|ys|joZLkNgZ|yU?D-?O@7z|=}X#7yhw-BsM
zZ|~HQS2uDpo8U3eP)ciG&Ufq22P(tsau1!_a_f}_K-po^GQHpkEwHiZjs|l1%5N&Y
z>5Vb9;gzCb5IX0<0LfA<p+DOLC{%%_TR?>Atffw2{ODtr=t@Hg0mJjx2647Uc=yDS
zOn{Y6*YcRk*MnBRX0idpIOTh$@>mlt*Dx*Q1G|69-Sjr3Mt1yU)$D8s(WU6nsTZ;V
z!#LX`ogIiyJ&XQdwp|%h0kU*E?|-GqrU_31PAqH`pl}Qr#)-9;`~^vNJyis=R&_j7
zg!&Uly)b&cGlmPjJk_jP9ey2F@!Xe>0?C7dNsg=d?z*B=;3nzS@Aj_xY!18#*E^W|
zDocdlZsO0P;uT2<?>0Jk*;KDRcD-*Ja(_VZXAKyI)7E>SlP$I%H7Fh1;dx+n<B}zs
zK%gLSKN_VI8;*i<jH6xXxs&H*8SB!HgkOWJBd_BS`Cc9>rQy&Lx5-Yy0#LDXy}NS?
z!mfR0UGFyIhSY;$IV5NyF<^LDdh2y>rDuF?Dz;w_#>Iw_IqzmGTutNDTd4uVIJJS}
zW<OPxgqL&&b$|O%wmzP88ZZi{d`;Y+Umn4mr<xan>Rly%)zCvs4H$*oegPQ^G83o)
z_(6&JIrco-aSvXQ)(e(F1BP*CBF-7;!*Q3+;Ja{IGk<|r=|DKO02nZgGYfI15zZ2*
zP_eP-l_IzlyVYalr6*GRYC1!}Fi!1^bJIy@GYGS%eI!EKYSKxz2jtZil-IdqY%*Fm
zntbD@{HY`$-=CX<pxoM)&OY}Ma3L4QJD&5$E;ZH3GCg4GPyDI|6N`_1`NPTQ<EB)Z
z2z=D>kTe5EVWkbaLa?N95JkU;Z%TFXSA`igt~Cu9#3>!h?Qup*ibTs!2S;U0d?u6+
zNsj5CnG&C2r{Y;(2Pn~o1^yk?!Q-w(f_F8dGKdq*We9lwsD^jrr-83kaWhzop&IEo
zjnjZ(oV{@%g+kG9gz<XdH((gQ+~}PcHLb@MH$64r@RJaFN!g!xGfIwU*U`m*VVqCl
zro4ofq{jK%i)D{3|F)ISdV5;G;v+^vA}yQ=q{m1G3O`3nJ_J1DpNaUF5q_=DV`?9%
zQGO}7-H!j{uW_U-y4{8l&JZw+a}93#VX-L*F&-9AfGezHu)ZU?altTByw)Hmw6j{i
z$GtD_x~ZKeCBwB`#rAQ%&ve7B-toupgg?t$erx3WFPv=BI+wDF9!7t%^lSf&OR#W^
zx+?K<#FKFbK5>Pg=@}RX_(u`r^n-y^2=!^7weQ@46G>ID3Z-*}peLi^&h(caDF~G+
z$1Z9)$G`6xpLm|wppS*0r5+o-Ek^~PRjNj8`MaaKNdpzv(LEM8o#|nZu8_C-`8%I<
zhR+%c+<?KMMBf`H`S-yMU+(Ims?|P+gO-WYfI*x!5$7!SS-6!OZ$0YN043UikDwDG
zak{W^vil*fL%}dkdD6^Jei=&d2#_zszvZDh4H!m_=A-{XLf#`S0ph`7BZ-Ii5K{w7
zwHXrX@f8DxzapRKGAsduDi5|8FpRSs^7~6<qnp*dO&+PUFWcT9R>AZctTtd6=by+8
z#|7ri2R;C*jt3vqpPXHuqB5j-$murrDdi-!ie?Ufvei&rJ%$(?Fi5ks9CE|%BAVk;
za`Qn&J?kw=-KA-fGhi4eUagC0!Wn#-1Ig)ctn0FWN|GP8A?JQB1PtTU_wQ~xY1@L3
zGn$kQ8mFeyfMJ|?NiSLikDaX#6#|eYoLfJQ(|}=|7Z9gBKDfi9`7ox=5xDh8{$p@H
z)KwXjk~$=%d!k6jD^1N0<9GZWsrH<+tiCbk+zS<Joh1su2LNXX7{)2H1x5tV8_{qe
z$~ss7)z!`Bor^;AMA9xVP9zN`%`SMxpBvXl1YUIyjz#^jAJrE&PErh%=%ED*CW_(@
zrtJ6&ibQxsCQ)=3b{f343d0HUQ~uoPFg+E~_$h4kjW)@}E)bblaL8_Jnc1jd7^fbx
zJ42DEhNuy8Az+kZ58UM3d3^>9<CHJAIwGU#G}NI7odyi!l<7{Ra9r*K1f|+Q@s`F@
zeq1{Dvt0TBaSYYr2%<R>d4-MhYWSHbi;jRdqeN$7m6lLduz<54m<0K#wj-e$-XNK!
zNl%wsnhbcxuSs@m1TJYoE(&zZI$A~#%Yb2=c#aZ+*rts(O7*$|E8yAHg<t=*2;i(k
zd<X%<IP-&s^%vkU5eN>!m(lkkld*BsJmk{pbYTa32pGoxX&7M75fcw6b&wRxuT}#N
z$`CM&65V9}LQHUrp>Txpa#2H852^ASAn%4z%G;QNVf+};AvzJ0^`sCyuz~if99|P=
zz$lzH#^Q*!!8lc=ZYNC=U!pctxdFpC@xsJk0AFtDPWeSaZ*!A!xQ~cAX-8w~l5oyF
zdRAy3bLC*MsD*%Giu)i=N0Z130SiDnoVs-&zV_VakN>b1AI5T|0sl<tiCj@q!7$F}
zTsZY?F`X(#iE)O2VVrX8Sdkv2R&GqGu<oqM8`>P0JD>)<@!jr^rxz81Fg9nSvGur|
z8yi_(;>Yr58fKpX4(VP;zPl4wB+942HOX$J&U-1*{!NtPf>b;*)T`m-pFf(i<}q;F
ze)f0uD%G1YM)b${bHkEQX=eK5%sO>y_jbn%cY><lhKP|4g9CoUF^|{Jnp;60Or#KG
zxR@&$(Ev399T1K~-Hd)~dpGP|h}E<`5b4Oz`EE@u3-%cNjbx+wL*_XCP>d&zOJ$70
z?O09Vrhc|?vDdr(1JU4$g_^K1DikS$ojB|0)p=*m^k|mfCtgRCVM0FCv;}ETwif4F
zdK0eEvVT6mO?u{|KIPt#U&Y2!BEw&0Dy7@YSrc;mz{YW4L%|oC!PB5^9Qh3a6NvLQ
z8o8b|WoKAzs(rJ*+7u{9>WrMioyXCzv@G*l-#E2+jioE0lBYAvIB2@>P<gc$l`<*q
zF>;RnqIxrRwIE<BFyxs*S|Q9Sc#YsB1#3g|jJH7|WQpcM2pHzUM~FR7On<m;ltG5!
zLauzN9n^u*niH90__znr`RUdU-Y|?AqZdVc;_ggj1vWZ)m@126;FBXLAz&CMdKkoT
z!l?u8$m9m6{-;?p{yA0(WL41_0)}zw_&&F>piT{(@2#GYa-FOV7{>Vs8Vh5{nV}_x
zHR%sOU2brGHWs=y5|IrU#`y-~lu?7>Vkhzw8y&VvX*yuHsj-KEVVpAor#~V#B{pdo
zq{zC9_|OUGn6mHA!`vJ5WWX@qWk_p%nkPMex_E~R%r(;*ce{S}d9U#sFpTpq;;bEv
zlW6!o%G!6m%EX*2@Q9m6c@p}&1`OjYhxSa_7DLk@i76eNuMo1+970G%VnU0d@rh}U
zKUQO+wRRtYJMvH@@fe46eujpuq0%q{<B)E^;0WZMl#G38idR_9jhzhnY&bsRQm$(7
z;^NFV$0QZ1-5qc`cTCzRMh6l|+q)6*M7M1TPx#b5BzkV-?VnZXO6Q~Fx|Gvs__G*r
zD!S5SXf;ET!0_4P`zB>pnm7tR>)gSHfMJ~add<BMxtIbMFJJ7wj+0x0+udcr2jX|O
z5Iv=QURT+cd_W5U!#L#wkKJ8-*n*3awvZF*Js31tojYEQlMGhyd61R)XO!rPXxu|#
zON#KVj1tcTgOJV#2fhjbHLqQjUx7cQh<C;Ey7v>#Z(H%qfH$(<!AW$2EA%89FpLue
zenl^0h#o948OoWd`?oC7EqEvf4CBOTVDW4)PBxuXgoy`E1BP)vjyRnosHT(H8Bn9h
zxW+bM7$=4vi$1}061+dkqOz4J42Fg>U=&W;Z48|;>(56&D!u*&WDq@6ef@<uJ^j-L
z4C0Id>SQRc=tp$wW9r!^TPt<@5^B3VcJStlZO6Q*g*F5X<CHu!=u}e4;_0E=3>d`O
z8d+Hf){;M8)A;zz<V+|i6682mi-PmHJshS64CC$vAMi&shxkmmg9F{EWx)8&e}y*!
zkMudaWhMvUr1`y%{8!0`1-MH^G=+T$f~^DavhAlj9<-`IIS$(eGCo1##VZtl?iNEc
zL}K#)l;A?JANeCX*eP}}ULxi`Hc(0MgUH;74zWWGyu{%9IB-k67;5g%)h!lMd;<AP
zvfwJG<-uPAhGk5~TIZ9=KM(@}Z;1rVo$<T>3U`SxAUUr(5d<v_-qTda1GV~7z)ia3
zhWApYtERIMeKz>e%ZKtm2<pKwQw$hnMH^ho-Z-f!4crD&82AY=G7X#t4B~tn?cW*L
zbOn)s3SR{ejm;(->;2+;i;Y=#1FnaUl$-hnbfB&%00wNVBrPsA4=AS~nbJC%20Z|e
zM)cS?3ul$Og<pk{!5<=cZfqRzwb;kTn!0t~#JYcW^jQnq{?zvC>m7Zf4iXt=KLC59
zY^;~3G)j7`E~I0rjyNPiT!uaQRgWqI{3u2t9R?txF$dURfblkB#K!Ru=J#<2Xk37Q
zy#S4(Q96FGal)TAsyL{PQDU0JXq+ouOI5u6??I*$h~}NKFku*yE_tKyK`^+X9{_wK
za#jiu8GH7z0x&LYtW(>*tCm?GSgkq${v=G9y(bKQbC~WobbT+X$n*~s$dKim{=tdN
zhWwG&QqDwv23k>IW6`_ikj1DvfL+evZWm9rQDiJ=0B?;#)W;<z`b0|3OsF!cIwCuG
zKVedz>OCf#Y^-zsz0EE^3$m;_Vj!L=!|aU%vS*Wx^_56JG2zTKA9r9#_)&W`uvX3c
z38VrWUCULK%>o)P;%MBWECYqHaZ0*F4IQfOp2H_51xL$~9qWoW28?kir<YtzLYERf
zQbuKTpc;be0C;}jkA2DoE+-ostH38cj=kI+CRlaED>SJZ#MoQK?%-Hpc6!s{;Afn7
zSq4rQ2@JE#00FYGBIVnQ5Javz0V?N4xu@eYA;++~ol-72F=Ie#Lb;gOxcC~_#K4x9
z5d~^qYlD>U%HL}G04#OYfec(Uy~0Al1bk5J0{#F_?dDY>u1*9yL}>sQrAFF-qV^TS
zhlPR<#J^kOw?{Mr24G{I82`wIMSJ6YR;R4C-@M*9L*w6q__s>@q2L4Ye<SgWIWVDi
zD-cU7EBu*RZLb3U>%Cf}JUtO!8dUV}K>RxiKZ431nec)5zop|Z3OGqQ>rVaN@;;K=
z5HNu_ClbwC%=k{5jxhhoyH4CR?0-;UER;06%t!-10RN4OrVz!aCM3qE*T~H1AJZ@f
zy6}Hdl)3|Esv<^SaPY~h4zf*>;KRi;mq-W!A4o#wdy>GhX^HqiJrbd{9G_cNCriY@
z*8}!fT5qePoEz2ExZYNR=5m<<?sG1)N_7J1to5|B%qqpEr6r~$R4SL+zg#6J?H8Oj
z=`|7(U&u^^e~!bH`gEjs7s>)QPS~H@^aiGV9|rUG12XL*^nms)2#*b0$=m_jpTKGE
zf%D)by+k57HV%51DG@-s_ye_7xLp->3pQ3-=TFLw-VI6C?Rxb%7#<5Z8Gv8zK{EFG
zPpRGPDhQ8_6U`3r+uOwcbh>?Wymydi?0TT&M19h9dUk04bOj6skaMFtvob9;?LXmT
zNgOCPPSpc&v?*^|mN*+0#5-dL6hp`t_YN)*Y`7R2cLE8l?ItiOv46&YK%|X(s%-cT
zX6|H(g;LqNII6O-IW1dpG&>SmlQ{YspcL3Rcd+26QSu%@uo#OQa=3UBe~S(8lvdh+
z3b{YMo)hfP{j_CiJA|L}Q5`XwwuE50avf+yI|8YOGlGqN*@FV>e~||}wv2B)VlMAA
zJAP17VvU5%<TSZTwA_%B=m(W~_5)br+hO#uGD5%vaN<U_r&S1Rxvmhan3`N8Juxw%
zTx>?UT0?8$f3=%7s9U!|%i7Ir*TN;L$IAB%s)K9dAkKh{sn`^}<14U$h&Da&$}B_4
zu^I6LNP<LS4X5^kTTj@VVOx-mHLXIG_YZa$0Pk`;oh;FpY;t)Ch>cUV9wHy<H49nO
zcQ)z<Ovx1S!N#nrD#$S`B9=fjPx-=2b;Mc%*^kqVjq?Hkc;Zz&h4`D+on|1dde;F(
zTnh$aU!v*&i={1#^o!@otb7B8VPj*xH>%~0J0+fkS`bbL7D;O)sRM%B65J&kMyS5H
zOd!$t8*I2-E_cKY0?{KSPtZQ)%-k0x8q#X~2(e(pfkxaBX9+|z!#LOi>4kBUR>Sw4
zd^Y=i94R)|)_2dJi*8uW#~txVeiVEcNVA#^(&v|t_F1YU+LB~o{D#2Bd07(zOvy_P
zFaA9S$^fvOga46@)g`jyv3C1=__!mQ$q%^}g2{kO1abmDgpD<F&6ypkgCVz2bzmMl
z!Z?Jy@cglWT(kO|#~}==Bl<(dmH^|Ba>k&hr0NK#rZeWr32dyb(+k%AVi_dJt4{FB
zR~vMHc$M$pE;`rdY^0=Si6S(gdIL9L0zY1bS9^M5toS#}y&EhG8yjnEt)lg-eb66*
zhMf-DQcF=PK0<Durd6n=icAx5Rj3Yt|AXKd1S%d37DCzyUHK6Td^3U<4+b~RFbaG(
zf|m#eS8JHF_3y>Cb-Jdr*i2&G8Zg?}Sc_&}%<LKiEKnWzXj2@#44)cHq7;cs4;vjT
zqOK?x=M)d4h)5gZB@!zQ&UfCb6F6-Z^|WQig;ddXVJd8FtZRwGA$G7Y<l#D<EYSzn
z1gx@axXQ4xwm)*S(EE?WDpMU8l+<(h#JT88Do5|cJ3hWs>e69|cUK+JM;^jmi_%oC
z>wtUkQM4arW0iSv=~t<5g0@s0_~=C7nf)iO+vMQ;NW(l1WR2dx(xK##V*z>ZU#{Ba
zKkVt9xAjd3FISx`v79UhJzDiAh6((zo)ZfT7V)ffaJEr4ukHCYVQ|=3=kE4T|7Ac7
zxG0<sfA)9Swgom$a0X<hQj|tc59RpK<Bxt;a9$Iir8-Jn_dgC_!p5=_^TQjYJ$>9!
zdI~1iDa)@6A*XaoutgNfGRLO~V5>1YaRNmJ8|&Tj<A#nXaXE@R5cD0qKb!Jl@ZF%x
zBwg+Q90C(KHI<ljIW_6`o*UOuMpf0}8bw+6G9BDrKEre{yrt&GW%A%>xkg;e$WU>C
z1AIJifC-S7eeW^aXq(E$sX-6hcdh7mF8o#xGan7pLxnn8s-sK~ZHEzcYgK{LwNa)O
zkndmrnx69%lrK~ra}sG`f3MEHlnSa1(}zuqJRJlu9*VKpN%E|J6ZI)J*6A;QYBgdQ
zB(<ncmUu_%I{D{&zyz{1())9<>G8H5W2eW*rY9z#A+D_}b;RMbPL>!)AKij$3>!|P
z<Bpg>APW%$8|UPF&qJt(>jT-4nPQ{M!$p}r1B6I6*2Y)+uAMsbAxKnrI$2^eeO4Fz
zrh8zBjZ+;lg+OFM4s3Yy=8hWQ^Qf$_aa<Nq281RPUf8Aa*_g^M8?NBNo&SRG8BkGv
zNTT$q=rbl?(W{OJ-)V`tGPxArAHyvh8`G&DNY}sNyQa*>s!Ou5)a$9-QIy$5a0z1L
z<V!=@Y1-*;F~?Sb3bnDZxZ0!Y1XAX4R87x_&8X2WrcJl#HeEqT?ZL1u%f`xHB4PKR
znXuWa4xSc!<HEswCJ_rg*qlSa|L5QC+M*RM5UnPRN#JkG6JU(|b}0D3Z$IX-LNi2W
zd`6A<*rfP$d$?2zIv{WJmf?2_<@*EPnR7b$`MO}&k)Evp;|J4To6eNv4sVXC4uF@%
z%}o}E`+&|CbCGM<INQX}@J8f-)32?*_H&eY2!I2;W5(esa6pe51A=J9p>{?M<xvbg
z_>&#G!JVVC1SAT+7>Pt-!|6NR3H)ODdwnr8#rvBy0tiJ>9W?wC;H%PgEWQl3V-*;~
z2Y$b#@%_w<c*xiZ9H??^I(p{|aIZv?tmuInFo7Q`Wqb(sjW|0+iinm_<7kj2u8`3i
z0w(ZFb$Khc(^LDW3OLZwR*Xq}8Fn%_kem+uGuwnNsVDyoY=f$UEN%^xX-9(bB%F{f
zO^*U&_&|DUFg@uRqCXPgK~4ZEnyKpj5w6hb!FU5E@bfkK^P$*rkMElju2@mQ#R^TY
z0e>%AGEyP!$%eqqf5!{WW>a~IA;Bk0f^nOJPlW|7NCPC0L{pdd7m(f#<pM=)oV0T6
zA-FGKWBomN`dxoMs2ZX=C@H1z&qbjTBk9N*0zUBDrHwTLvOAzg;?T6f<;YR=s*@!S
z1nV93Cyt!|k3I#@#RTpc9wwFZDLpX;OyH-=c#kUm1tG5*weXO|vQ?QbTS3bh!!lq3
zz9rty3$q<=hgX6rz{ZLy)aJDgUwseN*6VC;`7CsBhRUFJmbqzhFio)AR)c?$jkUc@
zr?sbZ?uPTX(*ba~IakBq^r6kU7|4{3ja6;@r$syVpAUuXosRgL4y{`d92<)&%T)An
zM{JNFt}VX)$Tdwyom%a)R7ZVOhO)*5Yg)SdhRWiqvpA>dhRabtRNb2nc*}u2fsOUo
z>4WehT!xQ3B7s2k3~v7X>+#qAg6t600RlFo7)$@n9Av6{Poq~Mz>i$$hr3VinGqp_
z{q;G)oN#yn#Y)VGA0qAbqhJaNY@F9`O8dA271ZQ}xb{!we&Mn<;$;H)f2@58ypP5A
zKe>`*$(FPbmz3<Xls-@ClCmU;RFZW(SsT}S+f`^$N?Ag(Mzn|)L~<oc$<iW4Swg;{
zXp!=JpE<KU&olR4{a>$tuUE%;-FxmlXU?2CbLPyMGp?i;zn)qK+^c6)%ODdt*@|a7
z<S{0p96gn&CrsH|i%5D8DAsRp4=7(`(KtzR;0*UA4HDDO<L7&G0ivOT<vl|3sY7}?
zLjmz-?;Q`#S-&W-NS1trS#}4cyKfJ>Hz+9sVGs<P3Kic++kw*TAJOR&7xWDd-Fs~A
zwfzEN5LuP=c_01>35el8pZK=t$~W*ZfJWl%`v!{GCto*iplWs7|J1BskVtJ1nsxiZ
zzN~?-$eQZ2kwG?OmOlR33v!Ygm5=Nj_U{w_GCSyh;e{bppq(BJ`z@&q=2w;`{<YlH
zcVMX0cLvFmfZkz6w#!-aBJNopH1TiwUJ(R30H?(9UionxO!?C2SC~%Iyfcq<I_WY2
z8}6}4{Hr+*BkBeYQqGubhI3rte;WjO;K@&!Us;;?r>f*MbX{N!DAYa>t6P86^NDxX
zb0o85t)#+uH1V(cTSbUfeU)5}=x5bU4+5h7_&HM^f4ys9kt|t|KkH_9^)|P4{_RFs
z8iN=!vV%lVK<rwzEPs)LXvQFM&itSTaYh_<QPEO4V1SxSsxSlrQNHrWe`J+|wKoWD
zn$!wLR}1Ap02rw}=;I9JXn_Xf%|o1c(m1?FJt3gOAZdX`Xc8}h;)i2s3c!HJt)n^L
za|eAFuyx!(O%f2*I!*k%K#0>HgT#5uaoC_MUEqB6qme^x7T#03T%sATuPL?nM<lr!
zBujqJBFTd${@ENSd@mG%&g>0|gh!u7mkEf{<4(WhL`j@D7$i&HsJ<1>!aoY=;&8aS
z*{jv6@?!JZfn2Ht74{;@5fC%#E<XHfwbEc&BN)(4)Ie?Mo7}@KQlX!afH-~Wi>)5I
z2TErUkSkld6_oObBA34sPCy)L_`thur=gUVLF7S268;NQp@3et&oS%wIe{#zG(8+v
z5hMh}<<|_)ek$L!a7i>`K3a-+EW_j_+Jc;bs6RRX=3?pX1B=LC_@m3Pc?$`MgJ1N_
zN|kPaCnq%`dvPnr@J~oU*c5()$a55ldOJ-4>&;q3zKOLCF5DsN9Rd9UEs7Q0s@@jB
zJ<WSr4>K?je3;7%c_cd_t`L{mEmPO-_Y4lD-mrDa>`jYK&AtP=_lfP7oPl6h7}v)Q
zLUX1B+%3MwT^W-m2ah7ch^(C?ImLd(?Jm1?=}DIXx^&?!Rj%BolNbp2$v=i$sVW*4
z2Tcy#=9VlJ$<6^Qh?<;=lkgf0mjdGciRG%kwgTtR1|cJdxsp#}hlew2#Ysq+o(hOQ
zw+$Ni<ld4f?xzt$UYf|uB+1Q0vop?&iaJ|5N0CR|5mt{8CYnA1PZ=af#UnwBD$Pn=
z$NWkuzkDD6DB#{ko!6;D+d{qZJn}5wCnN_W^3k|Xy40r}b+TQnq*A(DFSbazL1>ui
ztXQt6UBf558*t%V6MwdWXiXkIh}o#eLPg3sT+R<2;kKATa${WLEd&JZ<La3g<KER8
z%lMbX_*Y5BIr<QJnAtEsiWq0Dh%nAuWaMiYB+htjX62yHKIbZkO2FP1vPhOJ!~^~c
zDJTJJpDiLUJ*Ae#IlS0&uFRzG+80I&QLZjzt7s7`3JEA6&h7mD`LAt7O0q#nsA{S~
zoMu@M&mejNBK^r*8qb^pdV|OcNjANpoh;5n<Fwl+`2^pLSr;~Rkt`tarKVIqnnvev
z6foIhB={;{;#ucN%pNS4&6pp1HR2<mBkTclN}~IXL_t7|{pstyeXhhd*&tbRuNu{e
zWm@!5=9}ScxN8QHKP5?clMUl#5P#divWOf(K^AHmc?EpPy2$~^$r>s0D{z7&uV8Yw
zDPi(RPU(MDE0Rn9u9@Kw9CNA7kdw8yOqsPLTtF<>OS0_I|5qNm;8_X$-#-(v<G$pv
zIvzMUw8R9EmSFSe8E%gz{$1Y}R1sqW^evZ}#Bqu3=G16AzU6KHSkBwbI<hS#z2gBU
zi8ugpc3gJQP>B$vHl5*snoWmi_8fHmjZrrwtlb;8DhP=3sr$OT(|tDf3>v|$dgTM<
zMHBzB^MNqv^bktkACH93%`#xu10=B~!z3O}{Nrx1^FPkd700_C$s_51<K-3Z-2mU#
zAX)NaHXSaH#Qe(A#J}!@PVSzQd5&MsCZkC}NB?p1%I5*}{`nj>gU&x>tv_n6V&T!L
zD>;OnB#D^8ICD-kIBBCxd699+k-<D#&XNt10d&^Kh>Is1CP}>9usDNGddQz8KN-pH
zU7)c!GUue{EfAJD*8y*`80H)aGZ(q>7-!C<X(Z-TPTYl$7lq{~AojI-;KjQ))eS5{
z)(uxp@`Y>2kE*UTEF44h1jMt$hF{TfJm?K#ICaL#OO}jt>TV4rIBhz(S1+pY(2)#+
zj2eK*94uWjd&`mEMqsC^ku3ROQWwpyEKQ67`84gTqKC)Fr!4DSt2OH1@Pp)dXc#h3
zIfPS51}AuqyAJYDY{U(~h6@KQtKK}2Gm~BcUj#u72ZO{}ctWudUWIjC0kNj|Bjq#y
zd^`{r_YKb7wR*g|eL%60@T@ejFhn^3VLPy+fVljZ4Fe|jeh|A@jm*;=tKfgWq-Kvl
zW7?Bf9zuAc@`hq_AHMp&0OTd;<14_pEX1L&I{1MkAU^FCo;H0C0_z6xJ6OHx^!?v9
z`ZFaA67S%XEaR<YLkNhWeI}i?_BZ77wI5b}PL0BAm5iqn3+jr@T`a&1q9>q(ZWt2|
z!{sNAX-MQBSa0QTJS5Ju_sp)5$2s&j$CD$-XUDkWm+|%USAJb+Z6eO^P8Q=c-Dqe#
zSkGKFlr3Sz%w@?b=qEhF8q_-iI`9;siAnExJ(scHqJ8_eC;>YVw`qFT?A3Shpx(*E
z{fx_-Wn7y`-1m%~)#%qq9*2_Z>e0vekta!h(HX;O3%I3ft|uUdPa_^ZOJNx=GUxe=
z=$@>aRLWg@G)ZoaFW<V{l(;nEtVWmay?b`=b1emRBTHD9>u+qzTQGO<ttwm*&=0>L
zKjZt_=e<^8!C|amvv`i=K@*q3Sk`Dq&v)5=PU$+nf9BMtM-yukH#1Crb|S8TRV9ZG
zh1b!1As`m^KQ`s)igAHOvgDuajXN7rx>~ohR~H)zQ>hXEc#LaWRStwf<Q?#7F^p~^
zepPsQo9w=L!N4H$Vb&g}&BMMp@#SyZt_g%e<Soeww`53zpwp8D@&1WMWOx2hI?V|J
zf~_#(iw2P$lC5Np?!REf>qtg5h&;}FPiMMDb(wx!y?t083?hrNb#v?vf9Be-bVKyW
zAhAJ_FVkd=RtkOl-9E1cHJb<G+8<YsThO}&G8ua$MQ~=zCe!<_Zx)CNnd3)(lhz{e
z9S{zjMegJJE9d&PznoU3;NFxlNQ|@N&MYNX&h~iL{rVd_;vLh0akCVzrWJ#LKGV4c
zfu%O@T`>6bThNQc+zYpTDz$0lx^Le`u+t#0qDr5r9Fr`mGH}9@)Fc5>?#!=?H9uG&
zu!t<jNjiPgKu$pC2E_vxs>Lg*#dDZkrH2u)ch4*$OD9RZd|bn0Bl>80CRfFm2-pyW
zMPeeAGkLH#k`@vWM^A(^uee}zAjZABcGIYuqah~k>ynbPrg8urYm*UxuVdlm>*@zH
zvD}##V`R7F`O<A;wiIu+eH7GcbHCkXc8#JHPG$L1KBFY(EVg9W_ZZC+>amVQbVDr?
z&O6OjHzL=Ni_AZ9(ZTgKkU^`FEcr`PH@MTdA8rsM_tL~}QI@-#WEs!5ePhW&r2iTu
zH+I$O+<#%$wOw@U$VO`>VLxJ!EZH?FUEibj27qq_p&5h3S#&E-FC+o?AMjszbSE=h
znGXdJ4U)s@jro<Oi7_BwRJytUchbAUXG1q@clzY!vzk8_h#xvUF=^}#&p|gm&w?+&
z(Q`jbJ8gJmVA;U8=pFmtTKLny@bvVN4y|r4*`aaZTlB}Pw#}~eSZBN%uMyv(n>v@G
zTdMf1Yd$Cu_!fQAnJ+wj{m(dOGl*}|XU^N#>9&qIJ89QzWUIOowaz??-eXGn)qiw)
zCJ+YkXIuS;>(=cz>!Lt(D7<XL2mLAqe#Fca7|^%eb|>5mKLZ>~FdbKS(YL)LzW0Ij
z+dH=@42BGn!`f?pWocqVd)z-f?lKg|fCIyt%CBjGLrcy(cZMndg8f@>zY}L`1|gS@
zPRiv|Gy&W41XxeXLO?$V33`4RvUDKH<i<QSbChGxbmC0<C%TqNgb(m+KsYdQz|H4U
zFpLJtk{yy0)BMWP#6Oxt<kv`sKgw?v#KU7*TT7Q5aote7D5;Swzq967mL~q)OZ<ql
z{%*!#T=t=Ggd3F%k}?5%als;Vyrc3LDpG*5JNG^h`ZyQWbLHZ?o|)GUmJ-oH{Yn8z
zz-dPgL5AWm85r(7XyV_#EU#~)pfn0F_ApOH#Kmu`^cutp;cXH^ucQhXGJWl6bz&~o
z$d!?fUBk@g1LVzNf6=$+jmpuFbJBF|A4e;t<5d!aWXX~&2Df^fUs;;C7~CZ<I92vK
zQa3~;yGq%0cq}aOBD^3;Kx{qH^qbioG20A6B2eX1s?!vGmNy%D(8rl@7rv<eE3Z5`
zvJloq%L<4}f1JC#{n<F!Hi*3ukOxitv(@c>#8wi|<J+<~b&Y`7UgVyeHuXkq(jeFm
zV(6iMdC<hZEuTg^IFsmK6a66|b}bzwHx9rSr+J}ubNl`?4y)aQ5~@u%op_ax#QP!j
zH_1P}lSXDRhvwD6J^^v^q8V2ec)C8;iK!#5KjZI~0ZiyhqHLB1po$Krh56uUC?JNs
zQ2dYUJ{uNT#1Hqbow5I5kAaUMt5PHKXmZnHH?{^bnz5I@{7f=b<2x?-dH%RP&Uatl
z)A7vh*lZZYglC+K#9lH290rLA`*<Zg(030A`@1ow>uYZRyoeYipyL%=Omue(_PSm_
znep}JOkjOV{>8)PrXG_-W3XqPy8GU}V<SgfUohS`|DdB^*FHU!LX)v@GV+usOa6q;
z#=LHiCjKpVaZwJ+#6uUkNz#2Z2SXjQn&v?h|7c}9c#&(UWF6w8=i1{_;Fab$c%^!&
zqY6#l*9de&Iz+6~9)0}#&O#zTQf3Ys8fNNR4tX)*rMtpuPwt{Un)rv^T}zylaflcp
z_<<6Bn#_z_X14)6*z4y<=bk|5#~|c4QI0@(kS6`#%tKN~Bj;9zd?zSn;pAzbr_vx-
z2b3kqE4w^7w4OeJygqpoD$nkYWKfJ_iIKZyAg4q%mH#ZeGkJ#fMm*&L`6?o(;+JxE
zvUO%A($#qd<S~-WmGn1vLOe0G;CUB0fdIK$;<gd_^E{JXxpr=Ssj&x3DgLL(FC)pk
zz~oLzy<<~3F-hX_ix!KK2IK#Ha?UAD3CQVARyc(Q{;H%`;&l(?%D-06C%693<UNU_
zHc4`?d%E>-IgyJbId?T`DVKl_!{HRwJMWd1c*Gour#_O>uw$)wGL=n|B%WYoOD5S#
zVkcnJ5G*1KvQcro_^k}&R@^G%-ROdh9wpsU_e6jFf84$}Gt~p>IeD9lq#8zM98SO4
zgUo{_Zl>IaamLFlLO(?2;IzV24U5^S@C=Nq0`{F6i;$hlM4!XYNCb0~u)_Vo6%dW@
zI`K{Y+fj4OAoFw?%C<DUPG_^Wfkudc-s0h@7T)xIm6D~I#2x&zwnP^Bc(<H$s1D8b
zP50b-rmi0F{R0!wk5ue$!{2s$6MLXw5ZOFQ!kQZK_2lmmMogJ~9h<^lXkKbKF4>AV
zCE{{$C#^W9>~|_LxB^=zr@eL8Ro5fjWDwdS&;ZNx2#n<U?MfW*E(zsd3}QyiNzF?Z
zmv<(Opl5evk)$Ev{*Ew)dPICXCi~JFRxtdDRFQz*>f&K~^8h(%YCTfqvD6XumQ9+(
z@Iehp^-RD}EVymcO~rcsmXghtV;C-^CJBfJeXeNLEEC1l3=$K$97U(l1;fJo>gH2G
zOjr}vxM$2ZIPy=<oBvq7AJuUw#xb9)NZ=v>WX?W<pD3WejF3OGP%4n;G6|g^h6Hpz
z8_IO>@pbV)&QT;0i_3zF8s*U}OJ~B&J#l?7_EAbwh8~nOa#wi#v$Ynz_6hC^YeZ7%
z8IY(qVF>6s8aXO}rhEjVuoF0y>zUle8kw)iN-M8nwRa}VXI*FQshd><bk6KHqXyfk
zHlVUUbaP40;TGL>08^*bRxUM_a$T;VSLVXpjPFZ&LO_4?fcfZwl-$7|dYniI=s@Q0
zDT~N|6iHZ|RE~gl?U0(rJ|1F`yO?AHkq{94C@5}Z8AO(41LN$UKbvYRlJGd#P{7s|
zu!wBLt*Dx+1Z+t$i$IL(4x93|yD+&M7=M2DVUi3e0>_wqtM&wX1cgbGykRb9;X#7_
z+{#XBg@C;!Z4pdba)afEpp>hb+#Ln^itHtU@p6sVT?`_xW_PzEgf9t*j(eVzBdYzK
zvWUEoNnD&VC!bYq;Z>cv5sEw<+x}cw7XVTHtZ(o7we5$vsG<>B4ZVXfZUm(QqUnMb
zFMRji(Ue8xbKJ@U=x#{BmWi{7e3AKbM^V0hFJ+Q!5*h)Ku`qkW?r(8iXAlf^EpQV)
z1^Xr|v%6i3gh4<n1X3or{M?@@i7*FP55Fjdzab!|E!<Gz>%FxDi=aidJ%9^>OPV=5
z@Da-`KLlSf&G0Aw6lHw5mehANHP|Eg$+!kTrQ~m%^-~ZTcOe1M{HdE)y!qzzK)iVO
z&`zBvE(+ux{!lvcML>rL#+wkq_>|O@UENSKFVPiz7Y9q+bYPOn#vV*g$>m8BFKP`L
z<wrkcCz3SAhy>tlDNnG)hOfmb`A~B9c$o^aobtybg`|#+E&NmAD_~&^A}cWoy*d>V
z5Wnqw?zg+Ep!|hFWJc1f_jKJ4Q~Trf8jqKH(1d`#<nl+#BACgSkcpy_>+&`}i5pH@
zN<h00sL#cI#Ae!uDe`?p-i^t#X&edYaf~>?vIUdmF-RBz3b=)LlhIzx<OgU-2x$F^
z6zT*6S<tZX1>&);+9-rqmMDgOCxEUGw#*a?TSh@TMLvnhA1JEE_h$MM0WtLEDpe+~
zIhoRt*R(*^=N5NQFPJYRAS#u5e$kunED6M8jraaA@8BBS;@{L_Lni;DVHzq11BiTO
zuN`^ky19YqT==<(9sXJrpnHmelSJM~k$YjJs8>*fRn{rKZ^4@}3C$dyKK{5rt0tjb
zKyoBt$Il`VjM^TlH-9*ZD=Y^d6%hOC7g>DeESMXE$Xl3oa(B3ds&C^mn8YoL{x0(-
zmRC)%6cP~kPdm1w@eMfUGl;x{TXDTZH`RZ_AP_0B9+sls-N`Kuq815=UFBa|_wR7L
z@@){A%`K`p1_AAL;BE%@VP{Hy#I4X0781~*Pt-`~7$|C_zsapQW%td^#XQ^cBDoeU
z!o<*3LcULE_AJh$`;6Ui*NV5yW9-z^Q_qnAIPx4hs_|@G%pX1;3xxIP*{kc|zNQig
zm*=uE+^_&mGy>v>$43k;Ujb($20`jHB#E9lr;Z;+MA+CM#;IFJoh4vjg0_gfmF1C#
zeUL}e)Q6ldv&bR^aHL+A-lB<3K)+ubd1t{aDDGyv?_eHg!Mm|B4_7;Oe^Vsk7OWHs
zh|PEPC^df%&ch8N%d+8iiwL`h>r9c!b>thjG1EwX!!}7pDF_IzZjKasgJ86k$!$X>
zS66}W4@ybEPm+<H*oJN-sS~iFZi~bfqM{86+w#%6P@B^PiVlSY^h?4h+`vx?SH;Q7
z>-Y#fkzq7>2#7T=e>`jBYWT|rG0NiZ<8t;3QXC8dp{Rn{T}Y>SAr9LCS3sl}&nO%I
zSQOW7Gy?Jqi1J$!%5)ZaHuac*?@xeS$?#7i@6G~p{;GGTC~s#Hw@qRz{DE<jKZx&h
zkGohtWJp_k4&5Z>=vn@VKSLYgBJiZc!=xKU*{4p<iwJ#u5HGTW*r(@k9al(xJuLMy
zRy6`*Wrsia*9>OhfeDRd`P)8!;W@%`&ci*BlXG@6qbuA9UcRmcr6i#D_^8LooBbm+
zLE4crWzYy0;i1S+bDMyDR>mUoewZjI;J%m8Jpy9&t%nabxf0zoh+fw{`A6K}xIEn<
zS0qs53H0>Ki{=Xni0ThDu5j(aAF;L2NS41d_q|EBq2cA!SpwqsyT5&6^--+529d+q
z%;vSIdL;zA)cK}n<yVnPVGsyZsa7RYt+R4gt>_Tx@SZavzVrE{Y9;(-JluQ&VpO9q
z*YvB8ta5|M$C>1?00{wc;D#>Uf9?7Zl3z3;M<rX?lNveU(ryn2!XWYu@EqHfc*~*L
z#a%}8pMWimX%V>`CIzji`A@(W0<?(UP)T}@N&)>FyoSzx%$`(kwNIj=8^RO7O<a#%
z%yV@|q8Vv-J*B#ln>zf64K`E;k@;Bw?xGIA$_v|R5V--C855wz^N=(Famj>_YAt_u
zabOWyl3Ph984=LYlgI=xX<CkTwgAz{fR|P4yPjSNG$x6DNY@B=AM#rvBZ%=zvKy83
zdpWzo(GMLyHOYrelH_G_WEYv1jEj0b!jRH?O|l~mDKB0g>ruY;B^NAzeswRJqW~hU
zU{a5RZR8JC!I0)HFYu@~B2$RbacnV<(bOa$E<BN)|LEWM2Np3qp&w}{L_l2J<is;2
zU-%x^Of({M*@#4VlrvesT?ErxYr)q@Vo9Ya1ngvIkd_kAE=%OxQ0iSq9wZQqdI#t%
zT44^e{oF|{63}|T)Qm5R!d7FqJuek_8h@FCc%wb7&#fdiHcFyj$IK>P2xwj=8(t8x
z$mL<mNGtJm%AMy&4_3T|>O;hULIS#oGLj~_d~pN#Z{A^!cZM%F@|uz4e7@m)KCRh}
z(WP(&jpgUc2u7ag_^02E&wTw0t~41${=%NL3xTvB{zBIFlE|+yh^)<LXGw`hZNO9b
zS`On9CGm#NGsrQC$_~VP!SJ7zh42U)fVgno)qj<(^G+aEjQHe<)9SsW&I?pTeF^y_
z_hHV%_Ex;*^n414NB8d7d`*ExC_=9hh^7-!f)M95tdA~=ZBh$tj)A}A|4?Vb>s9Cf
z8hKT=0*{AVpt)0#tI@ImFRf&k_%S&y<%O(jgP0Z1DL(IsaEfOTSsOgZ1k8^@Y)gr+
z|5>qZ!7ab1q+aoyZg^St@;YwCeTes{kwXetfd#O{QWgHy?*E+>LL?wkm0CXWQlIgG
zMWi;{PB(mS)jQ#vS@rn6<Il!1ra>?;bdik<r+&*;-W|uVO^#lr|0B5&*tbB+7QUls
z@Cyo9Y)_JSJ(XpY!bH{wb}u3o{^aLL<L|W+)7j&G=_)GENIL;!Erm~aglZBH`w!jF
zu;%Esfkm=pQ#HvV>U(HR`6Gqz2aQ26G~1xGAvt0)A8QpI>x2Zvl6y=2wfh`QTZ5RK
zaW^!qo6#t02G4A#GN(x1ao%`$6w9FNoygru8aZBlX$iItn?>+k56_r&GzSUT%6S$+
zKkMO-<w2UO0sD)NLsK`%-UWg3&<->_oy4-37xWBjoq)e?fqX1Y#g)|h7re~5>Fcfk
z@$q%LyY2%9QW8K;-FL@GUeUfRxsKgZ*B^6$XyZ=kek<xqACkd(RzNpl+2x6>REB&f
z_2-i$xo2Z#8gJv$NkRmC38BRf#K47V0F{~CF~BWGLd%9+m2^x`w(hxTvNRiB#{kbM
zm;-~zI;@uNqx_pl;Uak%ukt&o8wBi$m__0v=ho-wGiOxW5ToegEBi~q)DaMObsP2M
zjBZFrH%OLjg%QCDa~@(>3W#l^P9IdTN(WpJ(#X65@-Z5=_5?;L^2luP-|^7}q%x=%
z1hgX(SvJw)5E|Lx1V#YF76IR1r_+0oxWK)qUvetO6(rg8Q35%5KT}mJp_*3&MAd5b
zPfja_V6H(V)$Twmc}yKyUy&&D#5T%as4|FoyY*_Ckpx8Pum5PW?KvDa8pKqhpGP7k
zkV8ySSE9ce9g_sCCRs#2#k>^9KOq6}=kwiWOj%tK&z)#QKCeh3F97g;WMmy0M0REp
zCpvGn!+4DZk(@_hz9J8YV^S!fA1TMhdw#9FZeT*Q=`<Jwd=1b=^ux07;1v*an_qiT
z=e4--X%IPxN4*sOkp%3f)gq?OehWB<ApudSbhDW+T+=qNh(5Is=h9#h(2vsKP=Ft$
zNux6tT7slXzWbGXSC4u}Kn&c|p!&hLuml-I9$=C*{1Xz;V~4a8zEpc2&LEj&KJ0u*
zKtGg(-tmh`l>@1rEEjt5&4E6_ZwjutnkdhVrN%GD?n37xxmNsBk%7E6x!AP7Visaa
zyASy!Gr<IAhWiln67kXHr~IKj^hj=Ek_=J|0)8x2-p(XDAwhn=%EU+Pa_d(*^6l~U
zyu!LDtj}(Bd>=h>_LxZ`W=cM#T2XVDC-RPb^>(bf5$_flMAAJHn9ph8S^;tJwmK!B
z*@KZbh+M&~xHEqCN20GEJkBI{p{_zmK>GnH_(`g?U@DN={Gp?1AR!>`?KiIY)<bw<
z%OLV?ZsjIYbpk@(RHM@4>tJ^bBG2T#(<UMzU|&77i2Rg4w3|o>h}(a9Wbo*8oMRe9
z&fpJ~ClUfSpTQz>wjz=4U0~jc;8@Hc@;z?F$;G>XC0}9^+SY^wbWMkHh=i&t59I<m
zok`M2E(FAV^IyODrmncHZ4kMUdqf2nLIUFUbNXfMeGmz329a~Ql^?K62nmR$li%!p
z#g&)fzK%w8kT3iPlnRIr#V3wx^%sn-L1Yc>dEy(KhryoL_vW>N?^E(^{0>@|PBVZ&
z4yN(mq&MYxC-PlxC4*Wap#6hLNdvhd=MP2p`m#2MPh9MeZ)PHG#2|7f^WsQ2BLU}d
z29ZA|Nz4^-dskfko0c#heqKX9HAaz#D7e$ntPL-*!=JDtIo{?B8IwdUrdOEKm#$6^
zaTe2OcP)R2Mld>zQRyB%^#J_M{+>Jb_D=J1yQwnStO1j4@d~xGD8@TP=fL<;R&VFZ
zGK#W3GP%$6C9R)XblU=NlZ9oq5Imc32jn0h;}#vc9|ijK)F1WEP`P)JgEOhmP#0iD
zQ&rH!Yd4PH@lPvQ41<6#Rbb|G@+*#<`lI^Dbv+F=fgJKsTC;(92|eW(BA-8e$?UUM
zp<25^@X;4Y4r==`nD=veDbGiWBy5j~qkuk+g0bO(k`)7aAQ|TM+%|b3@0{}b(AhbY
zL|4I5OfngUPZH42`Qmv|e%JTAlq{1Z@fG<TCUFHAygjcxmq}cvo4>c1nk3;)V_7kX
zd?`ud)z*|RCrNxeJvd2XqcH}N^^+t%yIDyRme>X(x(zAWl1cI!qi2(?_|m=N)Fk6i
z{h=nwR{Y@6*dz(Nt&tom**Qt#mEDqEk|ZVr%w`bDFPJ1Rxzy+7mJ%D(MGQZmOYY-V
zE~mLpz?Q_Z2xewGnwg){R_tdcUrQ|#&=&)+-0@X`A5-$rQ}gu~lQ=!LX*dRvf1kRQ
zf0)Eg7(em#Wb#A)U|h*EatGXJf0cFR=I8M$sX=7*oWmPY6VNsJA+H3z)JICL(>$jl
z1y*El{!k6Fqy%#CeY~e;{RO-c_sA_JygGkqT#^q{vMYbcC0O_ic)wHgQi@#?x8?CY
z1)T{uiF!mpTg2%6?yfvb<)!7e<++FbuncO2fFHg3509do6tZ+`g+LC{Ev@{G@B?&A
z0rBX<%D48q9k-(mGLKKU!f$9wG-UT=C$&gGuYA#1>k*DMy12H#i*3WLB>9T^8`mdE
z@G<qDFo+z(B(BJnZ)`^<#pt<^xkb-HlrWPzPc0ce<7(J&6LPH8#T$KDkL(KpeY*lK
zG|$$(DLMGmE{3=8aZL~$l^7((xqJ||3ZeJ2F2pzz5dYR4wEdAUQ84&|HuKl6ZPXU$
zZp*=OY<ufT!#vq?J6S#g;*8fjZyR_kQmZoWUEHYqL_{e#@}_o8ymjIfsee*BSL&aX
z<ggmQq(`&gmaw*niFVzSh7S?Y#`kMeq3r9F4rR&NBuE1K*|Ys7v2A}!w&scN?(K8D
zsiX-!m4r{kQ`V^?cRHf6F!!~<q)H`|kE*#D?uT_#K&;(#+2G4Btb+_+jre=&AI?>e
zLm*jEBYICA2^#u#g7>j1FsXoEsiLvpWy}km`h^5U{d;d2_Cq-Y5)7g@sZyeo3Wz#`
zPb_cqG>+~JVm7G<s1*XD^$%0}-dP*>iwu(64m7f(Fx$)Il#P;bQe;?~TwVh9#Lglz
zmmBoab)^(3a&$M$p3Qq^)Za_Vy2+)7ZF%%^hv$g-UY0iZ$sR>{*$u^v@#0UI7uedV
znhXTQJ3|*;eb?iK0*lDSiX=Q89aBJz-FnS?A5X+qz##H$UJ-Ue4cV-o;(R8D6w0KL
z3Mp`{fT-1>R{5vCx)|>OX(Y=JKpklP_mq1!A_Qs>Gb`r8%F1*df1o8Gn}(LRb_Y$}
z<%6{4R0-<uq9-zyv~T_rFiDM}y1cD`*weDW<nCK=X~7_}DG#&rQ+VOuX7;(;Qd0Z4
zj>Md_+9Ow~9oQNqS^|0vj4H0@5e}d7&-UtV@}cOSM&v=}1s*~^NkE@sp`aq4JN%rI
zrPzINym06@niH)3w<Ir7mCI#mjIbNC`^VjRkL=lRzz|)AIH?R?NOQgs;(S!c$jsUC
ziO|Hq895ytFt~qii=^|$JVDT9(u1T+-_be)jiFiQQg(Pdg{8nCemy!*q2e66^jO(*
zNKa{AJMhHfTvOgdW7BAmEUBa98)?i5Xw8X;MV8}vTZ#HYz}_0Rh}7|?3~Gfy4zYrO
zSFxQ$LO?rvkr+m-cM=J;SnDIp>+L81yyKmADB!o`;lqmt&Mb+w-b>@;42z@Y5%T<j
zIZSCr%o7l6o-bDCy#-jvxe8ZWqR_0X^V1ElilEAzFr_p?r3ChLG2+>J0SJ3hd^eUN
z`6VyTPB<QYtml!m=ga|JOaTv^O(z*Ri`GK|zM;yJ`Yp;lXyPCB-)d5CQL4{Vx<g@@
zeFenxy9d-cHV+YEgOH+AVPsWzNm3>p4hDXwm6(9m?`k+#{r8IPZ{1uikT<g`Y@oj(
zpsSc8CzQ*X?@8o=yE5N+c$p7*A&!191#<Y1u;<X|p|2c6QXyd9Yq1D1O6Pgubkc^=
zz%V28ppQ$)UGczk;MyMK!o$rF7N1?Ve528nzqaDY!ysAmHtxOq?w@@+KDGYW<0)Yf
zIW@Vo@JboUnu)XK3IW8c*5<;VGtHib$ui&0gC_p%hBik&mZaZ(K;OPSyJv=|l3epf
ziQ3FPdt@YU!ffe@3tj}omX~WT{NcX01B+zIlN<@mgC@>LeanZ-)&CDnM0`^(*qbG<
z<K0&_X(|DKZy9Iea?3;{!TrB*;jU4c<-o2BxD>=(oKIX3&?(BeK*+hun^R_+co~rp
z@DE1fj5e^04jxEP6m#~=f8o@vCVbBeC+Y?vvsaxKJN0I^Uh(pvkFykg1E>3d{+V5|
zJ2lTb!4{3^iOp&(ze7c;I9zqXSsTx8zYiBM4U#1<<!R<ZTIN@lCjNOhy$AP)*0Mly
z{%$%+nSf1Cu?UHP@}0seWcjrS@}Q6LAU~p&wqV%zmoxGyAPRqe#iafpX9uEFwOyAS
z8?ps!9>2^PUPK441VoRE&slNqGqA4)@n50zG}}nWJ#6Y#<AkkLwFcCkxS4D#Tc@E@
z1O!JR;H4S_{VoP>WL+XT8(3^h;WMD8_ow4v0tkpn-QN26yn=W~q*~v}n{FwyFz`>r
zd!E<%hSP?_9W{vm<O+XigmL^vq~z<&x^r-Bt~B2U*_YDCx^fnzuYmacO&nNkM&*e{
zFE6>S^vPC%+)g8trW_acUOdYQ0niIV@&y`rO78%<JC8F_5f>ggKY5boZ@Zc@$xc!?
z0y)H?^iAMwA|a3i$q2=ZO8Mlx&$l0L*>~4b+~axSLwUsm>)xeA5S7GEm;7Zt-s?Ge
z*^7bZQki^<TU@^Jw0t1}ab=k@WgqH*>%51a{$u|0h1UeKC(A3H_#&VUXLMkW^Nz6(
zo&6IKE2g!dzHD6vQi3%C6;#?sC3)n7Yy=%&-Uw*&@D=LDlSy(LMb0s_bUcy_=#n9m
z2FIQ1a~=e?h6cgIGu-7oXkwH7xZB>k^uy!_T|lSU?)oo%Hn4vn43ecUXsL35Tocgz
z%F@I?=yp*(!a?1;N?pY=`OVohW(4e8WfsYj>$#IovHc^N?^%J|(EE!0Ba>v%mk9WQ
z-#F*)A(|ecdXc1m_nuv%3s<ra?&F^2$&xj5*3HNUHU9MqcCEBmIg{UWhLLy5*bf^d
zOLpg#C=Z(0_vFiIY8BW<-Vp)u%-;L2DpM7??;V>=e!9ftZ(|kk(*9V;2>9`|Sex=4
zsPx%Szy4blG*j!YcQ4s8=Iy{w&17jsHh(eBB9kPtMkZz9Wbd7XWXX@z?m(FYwhJCj
z{EJnr>``?!?5+wb!uKD9`oH9}xZT)J(j@}=TJeFDMY5!~_vAas5t`Un<pMPVk$3{{
z*l=gdq?u*O`9u><qw;8CZAPYhKdCF1XAU12>qJ=h3s_VFVo#Y}9SgnqG6F>!$>D0a
ze~~&<Ef`^OYKDOLwdJit&Yz5C3<6WH?o=r&r7yYD;Xa@6dnPs31$hQ7>jlGf@^1);
zIs+;cSX}@)f(PCm{OlR~8bdK_tEFGvjo=Fs`LBGoYU5=npu#1`>j$zbM`D~~_~^^w
z?lu|7N6mQe{vs!SEtS}kyRz?Hx`h3)D<3qtTlc<Q2U+is)gY!0u1~DelZ{6(8KIzO
zu|#9&vZ>z$a)_24<Izng5&{DMtN$z#7fpAvXa&PLeUWiI7eEZ2Q@+qEOD6@Q&Ftfs
z>|Z_!qVZlun%H65i{qw@3WPzVS9p}CbtFMsmSbz;vO_<9;qkg3%txA<LHx4sek=Xi
z2D)9IM*>YzZ^OI|NyyU44XLLoQWu4FH}w7E$-B7~_ffkh8${OP-Z>I)_`p{h`2)>}
zum0SkD{;wu#jn6LBJwV91Lc!R2K;QCbD04*@W#Q_r#goy2&^8qP@z9Ph1~Ydvn+lj
zhR=|3Gut3&@h<XNz$bWA%BeCCISrAo1R;=a5JRpKQ*>=N^@uJ3v3%Tx)u%2-Q9Fak
zcX_^LQ|knB2=QH*6uTFq@*nlPWz<7AXODd%5C)0Oh*->aVBfCFT$AO_jJ+ck{`eQ&
zgai;BtDa~V4498qP9s=3ArVZ}9yEXi1i!R_!!d)%?d<2(CK3W-^C#b*am_#fOIbwf
zl5kF^JYAPRa4Wx3D+KH%V2k)KTbuBgjf2S_RV!hUwy=)`#Ca<o9lYziu7O4TN2Vtn
znLVe}%6;ZU5W5k*adi`k*^S;p)0yi|NttB4DXD}~Pu^v7zZG4OY$NFf0quoFZzgm3
zu<$PEqyplsAFf)k{S6#F8pPZrcf4=_<6{%p{+KQ?s+|#?smL<CGjbm_E2>>urM}4Q
zNIb8^L=atyf`5MYA41aOd4J^;!_#_9HI=?LgILGxB5ia%^`)+JG+c{0nXfk>0uDRg
z&0C<-xCk5)5S{y;95AlpJQO<82xO-&IL(ITk`J=m>~wwjBV&%8r~uPo5V?{`9FJa?
z;<MCkdm@#qlXLW`i%<!QfOz%O#uxNkwK}j!maozLh6<954dQDwU%|jRgh9+*j6C?3
zI$1x1)RllP((;-~GJegL*mER2Leb^(UiMFh6i1f`h~q=<m{x8kx?~VjGtcQCw-Px_
zmpaWpn|LAMhubi4weX9u6}~4Y@M`OpDL*f#CWxV2j&(0h5W3hNCzPyzRhT>-|FD1J
z_cWco97p1>*++RYCe=0K|NAF9{!Dv=r;+=RKQB&{NK75C7063DrmFf<XI`h>2zbl7
zCJ(F7#O%i8?kvu~D?5rwoOpd<oXHFCp)`yd0kQp@>TC8tkd7x5G$K!8X~5ZrBk8hu
zZIS(l;oKTTQjzi4IQk!|z>)1pWgm4Ug*rTZHdQo0?@H2ARENMdiacU=>_)>Nepx#<
zJC7Tu_wkfm%^z(+y(6GsYPvkIh}^^<$|jv6kVCS@Wl5d#r-oPG*CRpi9>uVQXHxGv
zvk9C<KOi8^-F7J0_cUT}29b66qg#obfEe6vUgdFXk%wy#xgcrwe5reu(IbglMtA-z
zb2p9h400<8*k>Iqf+J`4s+<~o?j}Uhih6!N^=(s8r8;h3WV&bj8RJl{!!TmcaRZ9I
zheH6wjlbUCuu<Q|fjBYY<j)QJufm=~-*OxZTNDxy%U+vzRfAG^N6H}bMtmDeJq!OR
zAZ|VXvlDk0L&~*5WXohnSauON+g}EFhDY<5v}1D`*p>uDKQZt0SO3l*h>@d*|6Q(J
zu|Sqn)>*zvDo8-5#jZA`5?80BE|=tPW|;gEaex1!XK()>$^@U!tvI=xiDEq*Ns)6*
zQ@2gDh4*av7q8s4Z?yF?khGtX&8EMj^VCl2OHk{f<{<&m?pXDy#XqlvC%7~sC-MR^
zo#aA5Pg<Oq7MWF{_g%puRON&o#k>=LjJ{O~E|G#Z?S9!+bZg_c0#RYsX%COD_d%e`
z;zVjpjM>olM9s5d1V#PU^%~8-m~7LP;2?a4H2(@-K-^&PZV7=EgUFLPn~bQhx{y}~
z*NTbnyFh=*Wbb(IgmQKNYf#{w>!+WfZP{v4VPz(s<s~VD<V7F{UqN5wNGB2k{?VQs
z%xdq}6@N=Rgh`UEL^VKPX&4XThXlmWFRyL<cj=n~as7yHKfUwUU4ftL<!6q2xn8W(
z8_flPjVb9R-TNe7Ry3zLp)Q_5WP@a$jIXebn1lqIOZZm)|H(V+k{orP7jJPeMK)Zu
zji<n8Y-ZTNnJq9el-CazqU8njxLH7tr{t5#C1!4`ir?;Qhpmu7<k%$1m}Of(d!j!I
zj~PUcV-jaE%xge)*^tjANtl<Vh8Ns^Jr{EiJ-UnrfPhx-=zY5%lDybJtGT>_38S_a
z^|0)it%c)@bqCow=I=1?6*(0X(&QnEV&x0(0}vZ#pVp|*xlIG{#>Q@sw5-&N&Xl-y
z%x%-UIupGLCPRGLw)l`*Q?3rg(yN~<R`IDGfvnCpU?+8nfGr?l5m}Q-vWbL%Sn=%S
z%VsS?Rj+P!Z>fFhyaIvTl$4!4?E7MUw?bE(ED}hsxQ*{Qd#(bHzz8z}I8}Ta-;e3k
zlp-a^wcU@cm_cG|^>LS0)E#dMW_Ilxj?icBiOrVk8F$Zfoak`*7>WF80GXZKy)u^(
z=iQJ$N91dgUOJOUeZ&t=NfPgr+dO85nSFEV&w3gz0y?1~5*V=kq1pmE@D=I5ceBpl
z-FhO*jlu3Nhc78`^*RRuTYB6gS<+jYN+0f%Uid>in`{vI5N|D<T6z(UI8#m)dJY?i
zXC*VccGIOLlbksN>ur~^<OWvtJZR#db;phF0lUNp!&<a}5)cFL=rexuk7aTDUn5yM
zx)nJT@r|)gCd}h>5GqL}?!(!nl0UK&rh+R3Y}UU;=ILw-^-N!9c7j~mzA5ME>N;|~
zD&m!!gfg31rc2g_Er<&OVnX5aW1If(G&~fo5!szbG`a3aQ?I))FV0@tQ*wjErSHzM
z2I7IPkn*B9!z4Kb&p;+20deU1vU`8K`cfRKYb1x<k3aAGWof_XtD^3OMj$Y{d@8rn
zta~u2nf{3V!z60gO+ep{`paCC`ir7>Dg>sak;z*`H>Z7{SSELoynsZ)G|+)_NzpDP
zMjt*Ud0ddr=HNiE=dc`w7>S~Ak0TqEEa^Sf;L+sv#l8cEs>i%@2xA|siVhJF4c<Dk
zETb(daTtWG9HmEwbug;>QJF~k&g_=6zWJd&c3TE989qhR@HYfR^QFhnDsZF>-d)s)
zAFnpK8MgAT>E=dK1Ohqi=Dh&0uOE6ssS-E@bSqz(b7s6+^gCFLErtGSsjuy)6E6h(
zY!GN!3;ZHn1v@NX<Q6xReh|<}En7@@dkZ=Hio7C;G~^w|&Ge@PbdC+)C*flyR8za1
zr)!dd=;C)ZxAGRXLO@@{!G%FKzTc$eqdZxXtwj6+@TCsT3ebY4&xW$8*93AnX3XWd
zE6P_7{-_K3dI^I53go*qo6^)EIbPVmn{Kub(^ImT5<qwq-%~)W&&XG`%gP3UMKDMu
zFdQM>{*xE-#C5jb-0>6!G2~6)R>*WkuBv8m=?ru0z+FG6#0<DH;8RX^yrA(WWEvYp
zUc#-=4IjSdQ#)hg!Tt5m4}?MF-z+cJQ&z{x#(7hP1FDhrUjraN;cmE-1ka_A%a!aR
zPfwID(!NCN1MmS1f?+>Ff}s;U`3<+2PQy+hhhg`^X#SM(E@AS3MGt4{Lavy2uBYDg
zjT<r-(dvs;$2^UhSb$_>$W{ScB*Y>%*za<etqX1th=R7^oCfzWbLdt{Z!Bak2hq{+
zfVU0zuQ_?=F8&Ot!Mg`H(7aK^v6?~R(sB!p%-vyXjO~9&K&-1<EV%xYc7a8V*;h9V
z%}cf|U>8CH;`XsGFC70m!mkFwY`Kj@|1n9gCr^bPG#3eoasvk6aMQ3G0*lB$VESTv
zK=bT^eSZN%p^VWmYPJwh3pW&=gyP+I$`XA?HK8owb2Gsp0rA)U#S5I)bYNf++y5J=
zLwrmfKHC-a1jLpXb`%>v@D5~rYs3##j%oDMku}vi1;QZm7c_-X<uceG1;ocQGUj}>
z3NI)a#E;q7K#@TpmS-?6!^OmxK5c)8f-?lf)+c_xWaMH*^bHahi*w%PDIB?J2$F;Z
zMEb<y3zxpt5@q%^LZX4~!TU*MfmQ)Srvyex0a4>XqsoU?fdzv|2$)DFfnx>44;At~
zJhBijyBWlf;vT)}=NV6Z49jQ`d{nt1AHtl;VM>w_N6DX=xL->jJwhr=Kx{s?|AJDV
z)x)a{8bOQoh^42fMLHghxdE(T(TVI;6#36PB^8118}_&PUx_S&&%i-QK-4L`ywMBi
zL$3@%!dC94dS3S-UO@7okB_&r0=b*aP?dWjAigR*yiImr+&VQ#mb``M=}t(H>w49=
z_WYlJY;Zg!3}VE13>qMtGI=_L&#Q+oMtyxIn@9-w*^}~jHoUGCf4LvYkxQ3h>bvq4
zc_njqi1<wMmz1u~^-D^6`-e7fE}oii3rGwixk!w<sKmFGUab7sum{dT{)<6m)8vxr
z87Ii-QcRXG8&Wp!8Rj8?_#nE?SK<-%ggJ{8TI4I12rU_e?hf5UQ?wY(*$x;@D7!1n
zXvi#moCBvug9qYi<Q#V`;WN}c0l^7zxQ}iS?7n%zR-{2EAa>O)^=6G%j;1VP4hh^T
zGfQ!?ahvhb)-9|T?udz}{d(gZ;fZivjNUC2OcHTPF&1iFxs>#^0Iw@f)0jNs6U&1t
zQlSK=fF5_8`>+DwmfoXGGLeRufcD%GPGcAT^h8RaGsDRTuM<NW*6LmuAq@a=dh3=8
zo^1XusugO)o{qUyY1*Lt!#{ZJ9=!IZ5tCo!GK0)pq4v>Gy<g*-4|M%Ov_J94tut;d
zfTG(P@so#oG=A;p<#lnaVi0qH=5G0$QhToE-Z9nzcjn0FiHFQH;y4BBgE4{8M$J>a
zNkW1wzP{N<iywq483cNKFDcr1nn|<4F39W9T17w<Taa2*I{g}?nQO!(Z@8Nx{DKZr
z-wlEm)uXBE<fWdP8Ifme%-Nnh<m<sE&S{u8+vR0!obn=hms`o82|>Wdi7f)YYT*}Q
z19*P&NABrYRPL34*gbE?<~G&31Qvl>*P+H{6VPdOcjK=l0qw+ZGZRI<#hFevUFB)%
zEvOqAbIBkY$$Agtp&nb2nq0-h3F!N{ht0*@!xVK<<U`?;_~Z}1v*+UhLqKj2Lw=B^
zq}RG<whj6499uV*+nMlO_U{p!Am2n&&?J`{apuRZSI>C_p(%qvzAZ?!i%6!U`QXrP
z@!4!d<SPfVt#ZXP%*m|F$-769MDm@-G<f@|W2<qs#UL`1NiLj$6e|K^Tjg3Gop<yV
zTu0T2<fn7OMHfId2#DzwUS5@dbo0O>CTMsqO)CO=$;IV)URd)5(o1piH*DUj?3q?S
z^yr@i>Ia2g)YR;^?Zz9DK8t2|sfacxoPZeE_RWeTKf%GgK@7PHtZL<P<mQ%?4zli}
z*o$gimE-Wpy?jPPu3iK6$T^sS^hbjja`j@VN1iJ)W3dbw#do~(h8U~3LF5=^SR!GF
zB|{nnou0&A-XQaIkmF`*u_0TtB~YS}fH=SPm<Q@T3Dq!&c5lL~A#erkaiB#^i-+Ll
zn4pj=D#vOPImd+rl)qYxhVVZ2S8srG9TE^@+TQ-n(GGCJ4T9EHW#{%}T|hy8Ne0a`
z0ye4ABJv&fwOo3sf6VeXz8rJqeLdAx%CKbUQW0xElKC$z1b4(BQlB+D5*}ilh8jff
zE~-A{NK9Q)8*-2<@k{XHq7t5`CELQF<iPG^W2;rfXCzJCzeq;c@WF|DX4$*?h!Ic;
zN>zxwBa>GmoPd9fC5N(7xf~|*0K9z(9xbZ9-YlAtdTm)xvLoO}W(~R0WKHhoyJuJo
zxs0^#{Q8{Y?~0iPWc_vPj-1DOz7gL1lzfCG;1=UkY};I2ik|&@3>q4m0t!jj?A!M+
zBm_kLi5vT;Rt`tWAB|YoY~gdDAs~Vs%Vf93gYb5wMts+d<3dRNHi*1OX>yo}aZ^AX
zd-%pdzg9wVA%n>0dGIz<Oo4!|4MUe&RJ9mfSn(VdFON&+KlSdnVbW9fH(WXdyYC$E
zLO@*Dr2owmerkmWgft>YD|RC{OL;yZAa4+V!<GNtnb!{*41e1o@_se~*`$I5a;Vpl
zON=rytISJ9tw`+%=vS8!c<1Mr5qR&!x}yr_5YSbSv2b!ZWGtLIgQGQ>I|8Cov5!l4
z+l_0!29Zm+mE??x9P5~y`WvW61pJD0wJ}XzpkGe_h+Izy2X!6PJq&Z)lc~C&T>R6V
z>*-bYixdSGRQO{inT9)A0i0d;=yU&m9(%&B5Nk+4q>X8K@A>B-FVY}caw6-3tHS5!
zCrx6KKfs+NU_C~Q$jMBymPiQbYVMFfm$X6EpBI^A7#R!#c7j<%PGJ%^&}?=P2rx+Q
z{qGTqP#4rl*a%sGbc=vEaQUbuO=lcPStLtV04p&3dC=tk&8~g>5AK)qn5*~3)Qcxx
z9&wgQh0KE{{>^Ic0^^{tN6-G5VXrW^0013`s#8(%YOg2PRJpGN^6WK|Lp=lYuA_b6
zQCHuWkCV&@*jk?!kq;<`CSpF=+^;w09svMPs@@qo6n`kzTzNNrNG~AQ(+>!UAJn@_
zC>?5$xIkQBxz_;MuWQcZ9=6|I3I%`xM9pDebbMyc&cGsBIvg5#QQS|Wnu9qG)p&*G
zI|1>1?eku%umD>ogZRg+J&Vu$@<7*`fiQ^PO>;k~v-(aEYR~g6qYDC=!P`)GtYFNr
zv&Y_B1)j?%@8?$1iCqG=o`glr13+|?%jdaV&jN<uAkuq1^2fG?Ck-w!H4p~zUyt0k
zc4?{WhNJ9)LHw72IRq0a?Kn>xz8W<CePA+T-WSjJNUa)>Q)PkhBC?a2OirO}NkE)+
zcj0SmK8$F$L1Ysq=>?fc0{TD$YX%>2V9h9wzs%vIkt73?6YsnhmU^V#l>gMbcYr3#
z@qBS*yZE3Tw_6M%Yhz!4o$sC<CGsgCCS8=VufvM%xbdnH%$HHrcjf){Ii)vcik`Z}
zq<Nh>v@O&d3%EgaOigwrF%l4yf4%6H^6%pgtwBtZpbH0@b1r+}B?~6c#7u2mS0wiy
zw(IWrnIG~%aLXX_fn<;TxZ_bKp?n*ul5RTvd++UUv_}C!gUI)pB!l#ufPJaiB5^xX
zu}QbVVc*OeVgHK#dS><>(4*qeu)pjnYTh`oXaANxhofkfno2yMx|RQ-#or^4)?yHf
z=c-(~J28CnkQ&3h=;I%+bc&BR8y5e3=W_d-{qKHU$}~up(N8z!&95v?{F7C3`{Yf7
zd&=P*y7nF1lfUXTzSG__G9Ri6f7l?nwa&xozUq~&^BLn1#Ez6ONSra}?qAz?fGI-P
zc6f`H%{pOybvN|gH@%|QIq>Dt#6Rk)^~5V)<@sIDJ<4GeJeuTplUmnr(2(vjv*rM3
zU6%oadi6#|U*Deb(f4*>S@NY*8nF0xt9qlazbkrX#y{(Z-`mM$$qwxI=Rp(ytUt-R
z4DBlWhyBH%nuJh4r_+ojpr5EmMl`=wPZj!_CnuI!tlX-lPX*lydZg`ummgaXQ)Up~
z+;i993>qZP_GO;59NS%b!D^sdVwZk{Gg0`eM|`Nby~j<%kE2>ZtK^jNXks6i%V}r}
zh9}do<eiV@Lma#B;jJ@nd^8Zfy9|G3TBSE37Aim&Tff+u`@!6E*_DzXLZTqaCg~E;
zE(Z!1^41mE&b09WiL>wrIxQ(N<|jM>)8UWG(=Yg>Y9QBgD~_aY=h0g$bUh=oP8<QF
zF<z`URdnmfMr$VFh2~1!ic=dKr!huL(i2lLcAq`8aAv{P2nem)(e1#^^-54i_)1#R
z)2T;Qk}a~6@nuTbMD6+9VpIIXuRxu-bJhH<iz)`9;ajZ+zw`2~)MAHZiy7290d1{N
z7a{ZEaligj`LsYT;1*psei35SYsXPX*zQ-0qdj!P1zVafXz{{#-<3w<#jo9|&=xLh
z@YHqsdf<``*HnK3PGPG5Yi)1qUm-A0fT98iUL^$3zF@;Z+;HSb;ctewB-SU;Z==Fk
zPplIV<;p($aOVOT#~R{>=9k=ib|62)k7I+x+e;|SyPdkeG<##sKz@-V*?OYsH?uqL
zPT4$pe6$v}OtFtTe^Q1o7k=*#L_#<3YIk@*^)mvwIoYDkGUS_S|4Yd)b0skeLGtS)
z37dAjv~3(q`E8QK_KpVz)x^I`lCYu1Hp4V0e@K$>1?1?5b|*<}E9UVYxi?8-j~z_p
z5n{ZC#JB^LMv<M`alij?6(8lkWQ*({VPM!8{*;mjk|aiYVs5oxADB@Td+>uv67!yv
zI}Z6JNx~^FP!jV+c{oXO<B#R~_pFJFWLb|E{G-5ys6X&)l7ypOSpTi0k0wdXZ7&xx
z_&rHtb;nf5kbfpg*h9y)aBFz#G09H+!?!{*o^Sicl7(jlItqiCv6v@yHjxkz=Cv+;
zZ8t5Dm*dAV+hh~RP0-&I2X|r6QJXd_erp<b;9C!m?m71Aa{^Nw+>JC>7KbNXUR6df
z5y+*?i<`)1^hE2eKmOVL+_HhBmz=?iBRON{%wC<Yfmyfd=N~YMv)PS@4P4cI3~Y9v
z2F)5Ye;Jop)+Rfhv8K@jrOw0-VR+v%#XdWNr}#ceekg0|@bBxkLY_O{<SP`Ir?T9K
zioRd`rWg7YG1-)71@d!lC7q;8z$U|r`==e-(f9^P_lqQnb=^$Y<Yp#uhPT1cqbu)t
z0)avn9d>k$c#ND}%$*)FFmp%Nx)L`9@*gH~1Hfa1ec^8dnq;(i`0_xWWRhZ7b|nGP
zdR?_gYn^s3E@&V7w(gaCJ3<-Qd^@{m#33qF`QZ4N(unu&!M-+TY)zR>eFlct*RJ3X
zInj-pv1iXMO`(`?uRm@3j~lNc3;z@CkCo{3a<>zI#d=&PY<hjeVMysdbZz6ydM~LS
z$R^yP>m6@KVMt0J7<>194K5C3!K4_^+)}9FiWjjN<yYbUOvx0tqCQH%J{f6G`()wd
zc<}+yr--+ff0!=f29k1IAb^I%E&=g<de<w?cpiC8yBZz7`@MSC2J!<IqZ=<{sl}>M
zcPxEw()ocb$*njUT~w9cxJOb)$30KV5!J2?<ke_ACTVN3x1W6byQMc>8pzVz%1%(S
z=t{0E)P9ygAXI*qYL-2+Ng$ggTj3KO_#SN45r@8xNn9(OQVhjtvufiv?=HRzk9Q{J
zVk5Y3+_Ap>`Q0#K$}-6Y;)Q^ycKO|z?^i}E>=Tv`B<^8Tk8rAyPXW>VwW}xn{0+);
zUi#f>uWejVhZJKs&KY8g;bw;QtjzGs?cAahquDZx{G*qRD06O6YVi=Ym`xwms^&C+
z_w+dLHM>BN|3T!<(6CR=3}DeT0}ApJxs#h^Lx&jE@$kRN?qv{T1gxU!C@$_*?&0n^
zcgm#Bi5~U7s8eTd8Qcm#GdC?UM|bjPZpF#5NASe#7Avq9VZZH?KwgjUV`O#`F9dA0
zF>z$aIdJY82J(O0in9&I85K|Le4zR_Z(_OmkoEpmYK4Gk`Qhj5rVPXQZolA+2L>0Z
z7s!_QaZIT>@PhT;T&9w(lO!D2!Ai|*;Ng_KF-c;#2)6doO-T~7%)8o0Hz!G~XT{Ok
zUy&1*D+wEhgDKfDNn)QCvyNb=B#B+j%YHK`^}{$km~wlP#KaSvlhZj#VhYu3Zyp&=
zU6LfmE3q0VyCz9YBwG9yc6ogH@305mlO(oBR=PctB$gMG;~+(ngm?P5hijdjFiB#0
zsem$FWu{jOWS=C76&+`2{FRdZk|fqA<0R4pDLEiXvVP_VbH87CVW8_GU|VuelEkW%
zZDmlB#AaNuPj(FN`XouL3;E27>o-sDjjYh2NfPslm@O485A#%WmVsMAh>YLh#2Ed`
zByNdexnRBLy`_4=cmZrfE~eB>CH+hRRDC$}<>oinNW-4z)1BY{j0bE3d6Yl84wU?&
z{rpS%KQymMjX*5;YFB29iWy{WyA@1))LC0*4RgKQ)X%G|`k+N1f9Dq6K6b^dI=5YS
z3(lZF`+W7v6;Gld{+~>eO&=wo-Do^udv(_CHN!^!o07+w#L0_Soa3<5+VulpO^cub
zB`>`SjK*I{0%HBL`cD`A1!n5u$t5mXz7+QGM6yM5P^UkNavc9AN&4S-d4+p7z$aO9
z=Z76Hz4Pys%*Xc73Bb%BG3B?Z^DbHj>rs$NoNeZbgtHj?e9urY4wLB|4r{)rpPOB1
z$O*XLXL2h}06Z{ooYTu(wDD-aCNwZlkN|RC*Eneb8=Y#`r0?5u1-6t8ldM~}!OpuP
zOtO;(hJen+gqt^Z^q>p7JlQUgMU#Bli%qQbrx9PT5MN40dSJ4tMFP467L?lf=Q0aF
zhA^C#{yFlK%)cr^OL?1hCbhUU_ZEN1|N734TmPF9?fyQa<BPZDC-Rj^ayP54n)X74
zch|$WJ7et^t6qAnG?A}Kk}KW`*i<UPyArkFH%dCXZXd-qp%`x0{_*f#FWqo4wZ19Y
zx+8D*NyX7u{R{b;zcaBvcgX#3y~cg!)WLxfBW<xJmrw$m4)!Dgy-9&vHlxwF`3)Dt
z#-7ci<aE#!ClliQZ(0@}ish*klQ=(%<p|bSzx%=CfBpvJP$o&TE43lL*-8XzcsEo!
zkOMiw>f~itcDt!9$E~;#=<rXz+vat^_+DB1#!+4Vh6`~YdJ%IWY$+gPU*v^6H=W<q
zq42T|AM}IAv-N>GZ}*uBAH96?L!43!>ApARj;RYbV8_~+NgTT-Bw^G2<Tq)Gmkg3F
z0Ug~%)a>j-hbo<xU4Vx4EwmF;aMvPFyfrAu`1eO&P3r_PR$<m139n|Kn^+;XgAF<8
z>c(qz_K1Ir7lF;-um>EZmzc!y#Woxp+y%F7x~W(%#g|Hr`v>2XD|lcW`7NJL8Iy4W
z!#l9iRgK$ErMf{Z40rE){gRGbAL@oH*vw$9Kt8|&<M=Wjh4}R2yVEW!fGya?Nu$YU
z#V}MK_dD?GlwI9OUY~&*p5fXcxE5^zOVhNxgj>v}5g;I}8E!dt=g%c(4Mq73CULE>
z@xdTjKd%Opq*E&dgk86-rLL7E;Y9{nx%@Oqd1C$IG~IyNJ2*wQ3-qez%GP}KjmAjs
zNw#QiVTosc99r|Ih4Aj{C0RE~&AKEC*6qug#C^!Tlp;3ouQmVgw-M-W$RrumI|43T
zZr%-&jhQ5yNC=1-ss24y2MC&+oZoLt`@2d~?`o$ddgtuH8OzRTGkO5dEIDXcH;`8*
zXO9iJng`P4Rk@PbH?;yLalJDEelfku{aH_yDu@pyWyJ4?VbzG}dXb`FU1@;UDUt&V
zgS}hC!oMn0@566L=A)jLNRn5=M>xfiMF#s>c2A8(f4-uIy&;h++3D7&Q|knDbQ`Z}
zw*B(X<E_srN3GwQY~6K_y-tXoRTF{v6nD>&OgZP%wBGp;b?<a$!_U|DfnB{iDFNP8
zVUJ(wNR!jnJ(?LvO3a4QbiFnUu=sk<4Zq!YF~V8RldbT8p%uH`zCKA}cjVRsZpkEW
zfv$e(Wv4AX6Q-nEt-ASFHiuWxI>`&~!f^o2w<b<tgO?;Rw?(X7l{Y0x%;~j$KMscS
zW+qX?PQVrwcC+UeCQ)NYKs&oIl&0RG?8qc;9WL-*g_a`*!AIRzVpHLczgMOqy@XbI
zbw4HGq}+5g#-@ZF6W9q;^<I;QJ<>qZK1t3pK-DR;Uox#L9<_ccH;#ZfeesHCkL|%#
zg4eFy)@SeK)rpy5Xp@IplRIYYmc`}|-p<`~17`J$Rj_U_uYi1zT2!s*7TwZ%v{{{6
zL*A@_XkFLGH&hys9>@!mbC$n_(CNW8L#GY<43XaFlfAZlnKvU$Y3K}+BLTr;M@YH!
zrt%}(oKYi?otgFiX&@mWHs_x;?$SMQe@+%JQsS<I*kI@?S#I`l$O-Y{>CgN*FunQ>
zc#eZxaazJ*0NlZAUcKG&D&t|PKVWuUD|Ys9MmHk8Bf(;9f^qN%8Qtb}RC!I(+?f(v
z`W?>S=w{0XlC<JQOWOJU?N94gvgYnOfp}}ccOySK4Iy2@tUEJ2q0E;2x1}L6KP}&u
z3$NbTGLWSTD!z7-7zv1fh8IpdT<|iK=6ZkV<3)aNh6`r+F<1w8TxMI$eP{B<2kyp+
z+|!p7>(K7Irh%VEZafX0b#o*oM{z4ojP|IM!|n*<hRm+((eLfVtnnXV8_s604)*&@
z;<T}I`poyzUV!JuCvVsgmf>WWbYho)O?tFd$YnonC7VbH*nqq!by|UT3wo$P<2h(2
zrqixP-Ugw<&s$->^;ZlnOOxu{B)RLUy%coS{I<`1{sa84LCk<7se1J*dp9(JEwzrz
zU?#~R9tnu!Q<inE)f%RM?&rnceQhFyF$O=zz~s<M%lWte*zX1$Y!2mC9P4(Ydi>lC
z4~B*666@X5a_y<f_!G|`zGU`Us}NZj!7Vynx5rAid{_C!SNDzy<h{w>acm8}V}BNb
zko%Lp<Dd_=<o92+d-=(y;m1FiWZeWT#n%rmd`G_6j95?4UFsYm!v#Nfn~u=sn~QTN
zx5rJ!hXnbhNpdGgQ+?S!@(yx(2q<P(-N@LJP4*YDggu-Tk`1|Va@cRUJdh-@_a}`{
zf{)%sJd%PKm(uZQ8q!CYM^iFAX?i)FP|>6ZR>TVvNh@SScV;&xXYiiU^^R*!BIIHU
zO3KHQgJ<?$I)M($Kqj;f+Upd_JSr)wx43Vn$Zh}y=T_Wo=XfZp{T|7jdg9aK%Ij3=
zv<pc9Ga-tYjWt17o3IUeDRT9)*?cCSPJc>3SN+Gq(j}L?k#EjfIEER*JSy=LurVd~
z+VvC3p4y1DIRudJCPiu!dH&aA=fJJiVfr5A52X_?1hk*L$c0?MI^8@8Z^710o|hZ}
zRvsj1nyF@L^-V*=l7L-YMS+bQW{zrpM<DTZ7|Dyi#~(EZ`S$!mR%6!PP~Vwv@SQ8#
zVy%8_@Y1W=jV(o!uo1Z7v=6-|IdU$pj>Ae@^6hDSE%s4+(0=+yw|p>hGy)FKF<-6~
zbJ8i&FMju*2_?=5<kLy1+g5nHi5=;<B#F6mD-J(W;G>sX4+<nDje{4rJ~rs`;MX-e
zW0TLPY&Z%Y$LzW_soQD&x_;UUM`%|)yZzPaZ(;jXlUvCkF%r-r6!@!bQxNHEmK5Xc
zi-+9*VsVhzaM^WClEa5gB1=3~Y9cXKP$K7slVj~sr?~1^i;>@!KNw`q<5C%N8qvH&
z^l7Rl6xY3Ee;6B;NtgW+)cx+~z&!TgI$~|&B@e!TL6iR7X|VS~ta3T!a1=N*F_OIF
zoo^Dr=99m2gvj3_?{@~1yZO$?lrZ@pAG=|3@amg3HQAAvxR3bf$zC5UE-)#OUWqhw
zpde<p>eS@bWupT*oP!(gqCN*tu%9=G)J|<W35I|kviDMAz^a91>s>H7acBNQFDXu?
zGUAoRny5fXX>h%jgAd?N`AzMsEcqf&*F0$AW4kzw#x`t-!43BUh$RC%J-Q*^b%Chc
z@zwLjZw-+KHwoXuc)Cf#yRdhR3CK>#PuaI~cRH62tJzeH#xua5{jYS_;mzSf>?ovK
zc@D~_R7qSp{NRUokHVm=y)iX$z}Fxtg0aSj&Y~fwd#hq-pGjw}{SB=g{ABd1MWb={
zm(7;cUEr}1!Y8(@d1uvR_`kapNq7wEpn$%hbRH5A)VUJok$%)}36T&GV_rY+_RNkT
z;p`!t;+JGWE`&@Z0WoIn(@keS3X?r%^Yw2podV-gib<$cs#Nt-AFTh!&+}@-Eq?0b
zUjLlGwF~W6=xIDv4Msl2<Zkz7<7ozo56w`LX~FQOet2MvfM`0nT%%?O7vW{F&O_&|
z?fY>+cbh)K0ER0_B|fL2OpDZw9=5f>-ivOY76^mLx;#uSPu@h?McT`+c5m4XXIPIh
z$#Uv90a2~f#Lo+ah+!B+PUc}EZDy6`*%(R3H21mP6IU;$A8B3lqB#)o+>)=KxHcP`
z{A380TbXR;^kjG?JiW5%Lj-hWeZ8q$jcYIySs$EGd6MG6Zc~^+zQy{mga(3u*gpB(
z8LzLw<=mppzy0Z_CfDbn4+~mcncinLD)*!p7I%Et;l>>FA#2>qyU)8E`oPWv+zi%-
zur6s80lkE$0#Rj)=vHQZYwXRSE70(y=wQhB`p(wGo641Qw+7w2_U+rXn@VC1-<g2o
z@&v@b37azZpZ^ptifANDKA@&=_&BjeK(D9RzVgCafYh`Th{EsjTiKWuAj#qgGcF^@
zyZstOQtiCIIVHKQ2Q@;cH_|W?$f4BQ6-?sx^47!{M83kx;I`Q8e`Gr=1itc74^-VV
zSR0xRuRagS5D>rDd$mUO0+5VB<Q2S^euelVp!W=jftz5s?93!?*=FzO4U+-z1_?ts
zOD~gMy8{3{b=JwuZ2LB2Y>FSx!`OH4En)1#a^)~C1VpEu)t4Td3}rG%R&IBIJ~BC*
zAEo46mYO@(^lH?~&(sKpBhXa^#Ghkcsrl#v%nyUe{Sa#oY8##L`qi*nq!<KjiA#&f
z6!Y>o87l(9CiWTx!n_Ng3h9u?Tv>CMXL5RLMUgLykh{w(e1APs$k^-ylByl)1{hFY
z`^~P!a0+x&0a2r2x1pa@Knk%zq*tzv(;Ol%AsGF*sjSlvRnUWgUTz`<jN<y?UtqD$
zK=%Rt28MivK{;In#NdnTH7@bL`vZ%RW2WlJ(7CLsJD_UU5zwVW+9173)q`q7URPr@
z6uwU6mjc767oa&sK(rcnZ<S|CW(5}c&)oLt*|%$ECTX;1`yvKEOP<c2TXKXVH1SX7
zF@bu7>T|E66PyAx?b03fO1^v%B2pU3l3UQtm|oi;gh6C&7J}o*yWwiGQXPp+@G*$4
zOcFUcx9M>Pk$>R0HO7n0Xf}wcvXDVtB4F1zi^QdKQSPfpk8nu80qRzTyEDcICYw@v
zN4N>MDzrP92TkmYau7Lr1*LN^?mW8mz?{a=u-eN$y=7weHgG5P10#9R#M>lqQR_|k
zHL2lw8@{bHqI<VMJktO1N+%CzT%9GCDAN+QBUPPFlKJMdDU%1bzZRz#HGb~Yr}E*z
zyht*fNC=4bAN45Pyuz)REJfaJ`d0H>1NjX*HcsJNzR_sPUt3X~Z}@k8-#<J)K+-Ax
zGB!#)b8x7@L7?JscV12=<61CmRt1xafJn&_=l<QW2NvJwdQE&_QV$4ZB^bt1H3wf;
zKy;m&*|*Jrwt+?Da8^_|^1idgHKiiAVDnF})h**X9E2GJlY46#dQa7_j4g1E6EC!D
z%^3@xroEPhIso4e35d_%zwFub4nQ0Rkrz_;qFV#j`0-{@#uIlnnPdk#sdDjMt}F9}
zyn1#^!)}nR0>b8%7(`a*wZql78vFi+FDBiM{j<ICQ8wvA*p0eD%yWBNi5CJo^Awk6
zO+3Q9jC!2>Ap+u;ei_$X@fe(XgTSOdh(3j1kQlG!kGl1h2L>*xK@9mOP|E9)<lfzN
z*@#J;x8%7Te%&p;q7hm5G1PUalWLM_uf%yyHci0<-2AM0<96v2w|B_TSw`d20*W9f
z@I=X`PY|$F7Ll(qiSy_@9%U8QjLWDM0{V)?=9ER`loCq6zN3#4(0){;mKyj{PG3(V
z*`q!hc7hdBKzuNJ;q7g1t`b;84rE2jgD<prI(n+|%H;LRVGpxN9SDdq^HMMG`viv;
z2AQW5g=gcp@+bE1r&E^**q&I#SP-|H=JAczc=jHh_h<XhY=@Gq#2r&r;#WQ7bThB3
zj-2P|EHh7MrR3Wz7#9)Yk1jQuj0a6tBwJxEnQLsu+?3pv^8y}mvE=e(EB=Rc@hlgi
z;<JRvZFLM1mA4Alkklve(usO;Fm5Du-}TceV(COez*bta^HlEPR-BCZqtV;yQ<aQD
zdUjX=aqx?tS*g+}zHJbh;_2&FH<t7kBk3(EIgKS<gp`bcj-*C*GXCveZe_7)1w|qc
zf{EBll!KjsaB?7ts@fw(6C{3}DKE&ya{0`h3x7tofli&n3(3Uw;4M=INt%EQc$uw-
zd3MODnlEWxP^vFFDGBI_kLyjmrP@IsRj#^n@U)4WNJfBw?^w$hI8xxYa%Pj~c6-HC
zh${RQW1@h5whIwhe!r_Y`NwLv*NMFO%50pRmU>1r=Exk+!<!d<2XyP&SB3XnofL1s
zlVz?frdu`Uxf7jUp2Nx{k^Q@@$qJZkB}!76ZF7<&`k{~51WhMi2<S9{=zQ@Cnfi;s
zsSBAJi<uWMp7CN|7Ka)JF$unTwUWVd$)+9=&=WIiCATNNbbkQ6suyTU{U;1!G8FUT
zrS_@ENS}OVpjn=2p7Zse^{;o=L3)1{PQ^S?K<t|O)ST><*W)^oMzZ8P_!caR3vlo!
zao%bWnWjiWa<LT<`_7;6=~+YIAsa-#&LnhV91;+ZteFrzKL%SfgUC5d@*<HC5LK(y
zKRK-!Dx?}jE@zUBv<wgseVU$}*ZEx}Pa6cYRh2wdi+v-d(cyG5R0KqqI^Wc+{OZ}b
zbfyv6gq7Z{0N#Y2rz2&%$<SP#BxhZSY*yv1Y=K>iz8%-j@8#4}0{SQi=U#j!QUsZp
ztP2~^VZP90ZzmW;UX`=DM0xSvn&t&#qlsnVZMp(#@e2PTUI^&Q#<=9qC5}~2vvPh<
zQv%?%&iPX29KxPV$ctD2Gtihix6@@`agEK~XOq8hD~^O^6kRd@z}KL5j>OxlN_`LA
zN!niy^{sI?>%3(L3iBRudM>z@quGPagWR~y*)%W&^t~V)j`G((NSVu~j>I>CpWu_|
zT?Vy6Acqxm1CzK`>_eCaF}F9<sTBg&@>#_AzD|sue#@r#%b3gH>-1_?wdwRB0(M2V
zh+LYMXvHl3wrh~IdIxe6iF<U?BlKs9zR=}*=kxU@w~|485zy;V#A)=yFuZ9;O0z-a
zT5cuzq4~xQo==X)F>oEK9mhr{cY7Gtspv-!CtKv+jW;$Edt`l`#eLMQT5jyhCl?;y
zQ9GMSoIk=cinFe&;8O;%d?eW->ul6Jti(g@CKa<DT@V}a1b3_(&39A4^Szm`s4wvl
zPjDJG9=jZ7FOxW4{LRN#?2tJUk6nyiRqA_jjES6f>Juo>_q92Z29c*HW#m~E*}Z6D
zI`|q;mAz(nlFTP_sI*}ab6nxJ4II|M<EjRc9l4e1Bt`<-wcTn?G`8Z78k0CTnEmOM
z#<5<B8-S2d%m(<X_7-<~BYlW~ea6!wkaPu%7(W&D41YAKB$3^!^qy+-#n_)cc-M+=
z1N3pAn*zR*f3|Y+RR$ubA@W@N(71{p#*g6S%rr=&V7M*2WWMl)?I?AZzgPG5m;JO7
zwOQ6}zv%AkvehxH3bNBR4f8D46#SVaAZ%`>K_D7Me#nuB`7w>chw%du%s#a3hW4mA
zU-a9%er;O?7u{bX4${H_WONAFg7p?bi{$8pr_;Kn-{nfqf{48Vc`XcDI0T~5<Y6YA
zVz0&zM8^)hFPi!Z4w_mVnAoQIVdSNbQllNttywIe0^;JKW8Z1{1x}(3B5Nrl7gii{
zT0RBD+@o{%&HQN`ycmu6Pd?dnWOFx^bcQ<lG4VAzIXk_f1o@>zerBZC*`$#KbR;Sg
zn*eze(#Y%ZH>TJ1v2P6th>wSK-#hoa=_nKNQKN02-n%Fs$31>Q?xFOM!sy|y256dq
zXm#+Jo7x{l$lD-U@|vWh#C=&}=H-%<te%`AzLC^f3t!Tg2#9UnzdmQ>4t&WVF@ImK
zMQ_1by+<y~r+~<J$@HM|+Ar{;!_KS!cgIzm5PO~jQ9-wypKYo^2!qJ()J&RekAD=<
z%RClMbGj+t<W?yBu43?_(KEYWdG;OTt{X)Dscf_QEt8mgZ1zH%ap-H2CKC|n{kEgp
zh0BqZVGvW-)7c$=p&ZTZW{@Hf&^wd3`fmbJsGRs8n7ks96VQ5tBRO7Q5T4%2tY1NV
z5fJujs6n7w`$;?p2>h&C4Bx|mDj>eO>4~8YCN~W%;y(;%tHc<@e~Y5%x^>wLA1(*G
zpb=RXykP8xfo%nJtv?)ka5^ULmi@@A7ikL;0%BpQCYR1^&>^sh?8U9nvo;|CF}q&v
zUl&zH%CSMrqZckR!3#q4J?djDMi+wfJU&U`Q|OVKq5dj3DNXf=UV#V+hzfN^^nbZJ
zHiiZ<*$mULq=p1Uoj(suD!mo)d4tHY+@rFvXdwYn|JI8ycyV)e6t32YoXR9!=|cpB
zy<TY$Nqa;{w<zf}0ee5$BJzD+1>JcntIStMcfKNDQJMNWq!^R&A+-1@wMal0VNVMz
zBFFJZYk{0!cs29KP9)Q!(l_1WF8ozUKtHjJTcTW-rBom%s21f!{G))d)kq8?XEKR;
z@qvJz*O4H*9L*%H@moni`|<0{vy1Ce@(CsxLp>#6-_)>(Vf{toMYCRodP+bif}-pQ
zC$pYTu{I^U9Yn4Jd~Q+m&7)3J+lfic3%kF&d6s!xPb36%@Hgs-dZ&}@heV>Caw!kH
zb23<w7aNBj!C7zLkB_PUghAx9+=?<81nh$-7LfxLyWtwF9twzxhd;>o;V4)VgGhRl
z89L>n2j+sKyXja>eJBjDo+=>jfA-40mFgk6$spzc&b7jKQ*dR(AQ+61_*AG8BPQ@i
z={|f&K<`pu?%5pUu2^S|jeLrZNdnfIT0|~j5_f^f%bk#~B}sf|bp-Qr4e>(2)h@Bs
zcJ5`8_nU)+fH>Ol<r4Wv-GxWjG$Qvi$&VP*kbr2lZo?<b-@p;9LF6CI%ipAp1jIW}
zSFQH+ySSWV5Xfj7h(c0CnID4&Yv;(hcc=nn5EIsE3a+_yp1*a{XPWN(-KMu0#GGlm
zNVy5DxCl#a#Y-ft!+Q$MHG}w(A5O`^kQxNNqsWi!LVzC0MekhX$Me<=c^}dMN-qVu
z>#4VFYx0opOUouqz7cbUcNhN7bQRAY*P_4Pe3&Hh_3QHFhdjQd&P;PB3v77Sn|J_n
z5Ob;49ocuw!RkZdVO*0^K%6t6{J8I{J{(vC0+>ZQ`~V5yS>_9()Ayh}3uDONC-MnQ
zo=)Thv{{SB^K~Kzd=mW<h`m)}5cvYPl9!2no=GyO6#~9*CA|lqyj32oze-%!NCU{`
z7Aw&Y2;>m7`HV@Nx%G6-yt3)+I)5}8r`X7?xN&5KiLPMBnPeyRj(`?pWE{bIJ<{hJ
z2(-p71*Z3N;0oAFz82Bs;Uh#Y6uFoF6dk0HNwSFn0y&7c8h(tKw18S9U=Ob>B41}i
z<z|n+O<uvQlddU+(-+qe=jH6CGXwdNY9;(0K_Uf2c;%d5*4IRI-5~NzK5eI*98S!!
zSB4Fu^TNa3L_$DUx56!ZE^~!~4l|e+N78isme*c;9lRJszQiOIz*0y+j9oXX*_#jH
zLV-c#TqY63E&*}!$@A+?o`YA34I-B_36)<D3F!OANN3@T$LEvBq4vcuBGBL`$mFER
zuR{b<y)y6y3&Xvvwf*ciMeaO`)B}Ua`6blYB_~)!zvO1sN+jjZ-T*a-+{+(YMB57j
z;^*71srl*DNAO79HC@}z`Qnj4?qia6q?rWtg;ltPd~+3U;l-S&;8LB;m0)`}Se{7o
z!tb?wXC7|(E+uOxTk$KCFXT?U51IOAw$Pb*?vO$t>ftqgCmM-pCOZZL(}E_2O8@D@
zA9W_f_w(*nB;m;`kUCF59L&s`b^gT@aZaxhN%0QM-v6uZy2Gq0l0E1cP*4dgVn9$t
zLE?abtIib|6a^JUalzGbn7MN}%OrYcNS7cc45*}4pAS$G%<hVd0Yx!@3Zf$5E@ng}
z3K&ojME6%+UESy0zB8iVd;U>VpSS4lQ(awMU0q$(0}shH2=2M1=hyo+8U?qGK~$9?
zf!u^W0Bns`i^$dF!?YX;7^i3SPQ}y#eVfKlz!*SyJt5;(_wyHxB?b_%nKdn<+H2oe
zsJh{c2m~|o2Ohs<`*c*@Hi+uTBsYvWyjDmccw}UQH_A_4fPC}@Q6spcRWw`zW(d)s
zujiqap<tYl`di}p+Sj8t({KscB+(X8t(e3qWN!z@l%5Z6go_|$>S88OVr?q|HXO?$
z>UN%twn)?)5(ruzbZ(2}dc<=JqQ-D5>54D9zRVqgi+W?-_`K}q2y!vuDJ^Ke2$)?U
zdXtv*+n)0>CUI_7e@F7F%6ke%HDMFRjm0OKmOd8$VC1>zJrYcYP7c(QCga`TZjnpQ
zMry5dl2s@eLHyL|+-Y>XI|H%<QFCACkziapH4MGMQ~!a$g522wp2-Jt?cqD0$jt$B
z+jJ~&0>SPlHavae`s)%FQMK!79q`0|P<)g?Fn#ZZ+g5)5WWplK#K*Yhz>7BGR#Z3Z
zR%-eTbr*NkDhmQnAXvV-#mJsV<MD_f>KP`vjdn@`!Sh!?Kd9RvBm)sdnQCtOMJWNB
znb{&>KwtXy#k9a*<8e8)D(*Vxw_Cy_?$&|jD;kOP3X`}Se?DHIu;{h-ZC!WnId~zt
zIK3mD#}8#ueVC(`GKrgNEG+$BAc!jE)$7LM7s7ZWeYm_SzLH~WDyq$zB&0_J8ko1J
zIO=f5hXd)c3;8M4UgFUvCMTD$_6wWWn0Q~z&oc3#vOf0Mnx#}_F-b1Ih0S7bfvLmN
zTaoW}45+P1!dq!91WeT?*h;+d!dChzodN!3azpOOvC+T0*~6{4$?(>l+MC`{Cg;0$
z_x^);xj%Q>mKZ=FgI}dClej8m{E{2>s{~PXn8eAqZ*VkYl6N5eihxaTW)YR(q3d%e
z0pqGdW>wY~n{rfs`q%klZ?5dz;<4$D1i@MxK;J$da;sYNxPE|-MG^2XeUx{@=XHt}
zbr@YPN#<vK7;(3K{*{5b%5$5U??0Hw)>rye-y%!%mK^mQ4}CGs9f1soj<&os(_4vd
ziM^O4ms%l^Vb^?sjSn4<N+5&rF_lT21c*D_<P%$q2Te?(qiqS89G*}%oYw)$W-gPY
z4>!8?aKXD!pSTGG-%nUIY)gyUcq3{Mb(uD&bnqcZAbRtq1~ExZ9TmWCg!XXL=xti+
zVz%3gFpQ9Zv3c;4-R4EkW;@_cvbYEYHiMNQ>TdnfVY?yN?g#|A-_$wrpe`ffPc?`d
z#(Z)15r0wil<ZxxVk-52PEB2#`J<yERZB}<xDg}Oz#bWcfxGU#zs1sS3ALJAah01T
zx2d~#`hZCuM*sXg&v*XS=8mo*))5Gnt$KL)na9EoIeguMC%*Ux9%X*atvJ<WEm78b
zkLIY4n1sZ(I<H0}?uhEwh6GH3A{;MM<4-wj<WwZ;+@o6whr@)@Ah>!){}#``irC;b
zw>;J0!lHALxR^U~f%x7Q2Nj^>OPgX*8lQJqM#o+P!OQc4cawiR0nzLRk+-d@vHC&+
z!BJJ0WPP&#>8K@k-Ya#^Na4xpS3EAd?9w-0R>ECkukV-y$BJ4ZfnZkM+oxW>0cZWL
z|DNCd<6CnwJgUBQ&49gEG{oU~$$~Q{{rYWZ8ydSMGIXlm8WJ#B+i|PS53A0$Z*GSk
z0}=wk?LRGhdqR6$O}%<n>w%B#8ERY10`r9#-RVmS1lftMos$nG62a?V%pR26s6T29
z@Mlo`Wk?{{b;k`GkLZSsJ%Xt9OfrB-2n77X=jWWj=09$%r&_rUln+3WXHhaqa~oh>
z$EB0|?$@2VQ_nz*t{5*UftP0VN?{GR;xcU7#DJ0$MYZFxtRO)q;45Jn`h!P;qz@PX
z-INV^*1*+bx#F-L{XV)eKcQyn7Q;ofk_iM?)@{G?{Q$R+f~XeUsoRBE!$loyEt$mm
z0C)|ql`uJ|^^=)oHWo3*3HnaHM7lqhT^4UiI<vQO)G6GGTkO7Nb0N2~mUu)UL)5ZY
z<IK1D7iFH($c_k3Pe$|MNmx(9={vwdMZmnbMDo|o-MhCMw4gD``c%?l4-x~+#1vwF
z6ah2FPw}NM&CI=ieDj1l3$4I?aV1o`2EnxtE}OCHy_UFwF^Fo<%y=0)kRo8SU0Xzb
z%b(#$B%07<fJR8@HN3C5!r78DF%U!r+>!Gt_+FrpNmdZo2^b?Iy7gSZBu)$abN2|3
z<so7e0hc4kCSX37TgfJ_6EHcNKaw)3ALXbCybYd%KZ-zx8`1L2(;KlMFkh6}L48eA
zYUay*9S=Ps4Qd>ZD_t_9I-rmxv!+%ia4R*D3}cd}!~g<zCM_aEuS?#R>zVv*nivAc
zjU0(g5pud2RyQ!YGiUszk*!HWDzc)1NkogAB(67x%fXwu741bQVCsmYnt_xxFr9|9
z8LC^Eye8fynRm{%<k+HRkxUVNxRvcRVFWT<VUJ>x9@HrTLxNl_VzsG$OtO^tMZjLx
zT0}j^V{wX_H;_nxnYxNw=|p28U>11fk~tp9L*ea+<hd2^l{E+keRj;O1?%ol1h0%;
z^=RJ>_al-gg?4`9occPC%rTO8nRsZ74kXj@3bP>~Xpu^)YG6{)BKf;yfma3GqKgdS
zJ2uRuAZiY`qOT1Jn4K2&4tdK(c`EOI@|t^xeSUUt9NGneJkYyzrE90Z1rw|0F9rEF
zn#3PS#5r^zbh${@EN%VFw3T3<Aj&+pKmrY1rqRSpW;Tl$<3iU7<6>bf`AD)ZX+>jG
zw)^-R0>)6-jzY$cd-kAO8U*VP*{<q;HZNh3lo~@*9`(ceI;DqZemJ=`V%P`-U(7h+
zy+1tzFSj7-R~<wbu1>;jOdz<nPS?uAetHnwgh5nyZlx7IJ0uXidFL(JFFy*$lOT`m
zuNu;?Jptre#O>v>WTR_Wlamia-N19@$R$;oP5gzqIs)Gs>ZAw{LCIiSqnjlSf)96H
zdBQ1g!p;^%?Pd4mH2fPy!1@m?;@3@Q-aRU(ULC`&LkIhiY>#DDFD3yaV9cfnxkSyj
zAQA!@4$1Ji(}cM|8!2z^s&7|w(1`AWCdSWM#XHW~`Qlx5yCYV?AmCRk`u4N3+|b>L
zf|nhh&<X<bsWj??U^B~?x}Dndu*8H|ZKt(+K)9hzi(28|y0m~9|6JLizi(QCYwKNK
zo!nv966l@3u>AZ8PKE@6SsfN`o!N#me;P#f)eH`|T?G;X!G7&K6;J=+iiAbf$E*=u
zpo3gXo6P$#5obc4ARF52L?C$i+1#7I{Q(^b;s?#${`sCZYyXM!pdb<vcSJvog+Orj
zIkz;(nR{u%B5E5C_XXGnApv)I;o4I;RW`<lVl1a%7#i4^FpDTJB2Jzd*tZ6l8VYby
z(+T`tx2R9|e8gwhUZkG0nu!@lr<5;V10#fpA7ee9mGFbsIFllRR0L5IxuaYX3IZ8K
z*#v~?LdXQ{99U!@qP-+-m^10w>W>6{8wP|_oLVi`Ul(!j`=*77&2o{b{t4htmPS(I
zq1NPbI5OH{4~69EM`83pO?A<mlcr>HTk=d0A)ib9n#(ibTIafxJ8}X+Ow3j!?#I@7
z5X8i6DR*M>{V><-ad8^wA((Gl4#Og9kp9w$zOf}e1X17e*WHgP3<(5#$FF}eH3gaS
zPv7)L`HgLKF%BKp^&~N45_jq<dW#OR%0x|Ol40P3B9P&w^=;fKt>lnEz^Q1FKui#^
z8k|YM`uRiA&+y@K8nUo2Ia~+?pB?qk>)(vU`9=^`!Gi4K$C!=L%ZpoiEd6lW4G9F_
zS2g)%RlUw|^BDxwOEFvO5sXxQ%H$X0Pe{OqCR;?v(H3lfCSL?MKu93?_`V;nIOF1M
zT=^TskaJYiuS|Xj#o-YMCa+jqEB8>$h9GLMCW+Jw=RgV+oDxKR!6e&hyaen%Y7w=W
zJGuz-6A}n!9NJ(?zfFkf?RMuYgPZom@$oAr$-%-42?U%*uTvtJGy3%=O$Q)!c%X@f
z0i{|CU^0}UGz+IHL&4dr(n)OfNI}#J*6VJn{Yut_+={bGSsEgTElGH>n52|IU^7?<
zqQ>Y}!VS+HT}y+YJp1bLZ`OYig(D22Mls3ScVR^n2!1~4?q(k}n4GYP*h|ZiuQVhO
zbU$+M&zIbTX90q!=XtofR)6|>>LhS9gMk`74^H6K>r|O{!J^LQRt}~KAYg(kBaSF_
z3I>6W+R#`CWJr*An{Fk%5?s?DIKE!rhF7ddK2Sl_Vl<9@r2(W#gJ5oAb8^{PNDwE8
zs^H<?M;#H!U?SDgmR|TQNgaXUe~#?8fBt^(z6qjc@fRVRSuI7t)wU2{78Xo<{17TM
zCWiZ$G;{)1g<C|;<rZ_H3KRk7DPjN7r#T8nHu2~={LvubXZ721EFztLgS}p@(#%ke
zXp98RsTCD$`S`jnN3CFfHKuV9Fu!~!Bq)Vp!jUL%T1dbY%7Md&E9Rh76o(_JSu}J4
z#wUbvNfK`v7u`fiGA?%^#hEG*Yc7b87ZADmj9!=sMZnl45FSn#zcNSN#am?yQeOmu
zyi<R!yz6-A070b1d@N$sT+eT0*Yf3_eBWU8V&WYE-~Xs)vy}Wi5S<bTI6>4^35%GV
zFX1fW9f9EH7v6v8)=~r`3!=L4&|QGjYmXn;`16lZn@12ehZRo?8Vdn4mWWot*U>pe
zU5@EgA!YzWf0)P#7^^7ifc*<gMlO*MFfB%1I9{-mEhZp{l-o?#c2V6hlZU>RIwFw4
zMQMVHT$T~usv~*l)Oj%Y@kRYez6h9G|40T6HCmH|zqACW2?W!6PZ|1CS3La^M3wUD
zNgr<XqrG>xo>xKb;V*K&7ZE}yjX!6eujnD{r*sm(qnUg-bhGXY>Ag(i0zo-h3^Ila
zqFQQUh}>Tta8dKiHxKNP2n2!bbR*e$l(_o~b9w>I7Xj-nvWS{kPfx}nSs)=`>-|_n
z-K0sv$)tq|1f0+sP7p!%CDP<Z?kIh}B4V$ySeK`hM5lBDw?ePNl+M1uY>Yf?kzf>e
zP2x!)c%*|-w5jqAx9Gx1ysIzuCXZ_bG=w6M;qj^oB5+F3yPHvGuxiLh10jK6`NAhB
zH~JchBLq=j>am2g$+je5?xdQ@<rGrW@5ik)00Tk-X02})3w3jjYNYSY!+w~24a~(Q
zvP1IAx#JRQe{SU`YK4G_)4|OyAMQ}&z~mrx4ps3qI@#&Qd~qZ!_EFVT&Ug4u?Ae5h
zOerQq#}<qs?izn}x&%aZ(3cQWXpb6NRF&LmO|6W<j*3=tX=M<|aMo<fU*`@(ENap4
zNON!P#$p*D0T0SJUzSow1Pu40mr%>Je<mCPEv`YpB@PgSC5Ymy?U06~L9n1n>B}1?
z;%%8Asy7eUeGzjy%DQU2JP|Le+M>r2IVAEI;T$Q5`kF~x_ETGvLJ)NWlcbL&GV7{I
z`kuw@N5?XjTgfKY5y-If-N+<a5Mlk~!;nP%R^yo@T^J%`fduNS?d4c~>M|ZzI(bx0
znM>(oNgomjmf-c{#t)ItP!N^UlM!}?64oG)`o9)YKk~SAkPd+iiJ{EB;#y(=0e`!t
z#e)&3r-_75efkv~KZWBUG(5u>q`GU!2s8Z4IeyOrBPa6wZ7TKGKg)HRpzVf$(TzBa
z@wwqEa%*UE?X5RsbSuU?Qh~fJarRkiab)_&ihlKffgsi0UqvU(Tu!aUzhOT5d+&AJ
zQTnt;8FL|%)FjmA4yJ~$Q+K3)k;j0TqjPr+nNo|(kZD_I=5j)G!TalWoznydYC%%U
zOTRhs^@iPNOoZ!E5S3zE%8i@PC@)DOwU=_#JWK}^raRDiyQ-h3ug}_MLod&crh)L1
zRQa)EkMp{4WASzj^^eRXktvVyP+bLig0r}8bBI+>fS~C?jqdwvodVRSJN)!FmW?Xc
zi4qX$fj4Bdnyx1LtZ)vAA%WnaM!g=mv-{bJpyIaHP1Ws}CDbHd;O=emz;I{3bBoVJ
z5^RI09a@uwblsytQ2V(D&a0@ZkF=)-fvC4fry&Ku%ee?=c(WrNedwh}T(B7@hXd~{
z`S#CkE<}+H{DyJ8*AV}PfO+3{al#^K@eFE_s>rKsy~l-Qifa&jf92dG=YEDO3qjPO
ztnJ(m?mf1MbMjLXlmo&ZIDcvo9D4F$y;|OYhyFva?$_riburxT>}F$?M0&{<EU}2N
zW=I1xLm)UQ+*&;Dsouy(ZxChN5bh$<mXr}hN;|ki`>wp1P5$)}?40ShP6}(E)*+$R
zvS7PC+>gukY<HHoN5!B*7?#H+|K8Nwh*-r$-Y>)%ISbYf82RLraOVu42X{`FqYv5i
z=UJ~Nf|usbX#e9?E3`=Jq`2!bf2y&b`p6kK&B45d)T}1gch^`Tv|8PF+t{BqdtdtS
z@ylS}{goHA(|BnY(|Bp+-O=^0yQO*6ov$Q<g4D`(ebz39Tc5roYK>V}I_J>ciDy)r
zB>WYsLxW)JsNOw_caKd3$A($MCugJP$uhQG++Ezb8z<~K<XF74;_`tAp&F!xS#2dN
zk$^cgA_L-k|2{T#@sR_OQh>+eT45ChZ_)VG<sTjV{<##(ay~7O`LxP&m;vri-3Es|
zmAY%^CrwaC!@JR|H}A4f#$DPp5%d{6N0pY|m5|ehQ&%h-Ps#rGG!=kRG=<I3vl`B-
z%iYEKNxQx4Ivao}h*Sx2cX8q4duMKa?+iSFGe}I@YRcwcrgV~!u5{8S5VT!${||kR
z?}b$I21$wY*D;ot$cM5-;1&0rzcv_O5b^9T1qVU`!IP!=*DlI}S4R-_4695kuND$8
zlZ+c*j<EbSN8Q9L+PRPX10X*T<dheiNquKH(Q!wOATc3<Kvi8acEw>QCM*I`X-}fE
zlXNp*)JL8k`FoP7GT`LEC-LfqGf8CIQp<T;xrdH!1cLiIcH2IuH3BOIkpsm5GLHz@
zCl(fwXgjz1*|v^Y#c}ayR((W3xe7}w<H_-7-QRHL%kN^^1WBoJ*tKF>Kz_0`@eXSU
zK~TwZ9fDAXPYVeIrDx6hc1>&KH5P=5%QVLXhOKECo4Hv_tBZgQcd>{vPqJ4K34sg;
ziP7mA$cA4Ef=+c*J(d4aZTN(_m|7%Y(y$^i1?OYkPU=`6Dvl%hxkj)0a3#q#0aHd7
z7sOmo_XrzNTI|Sm2pGqKl?0C*_}HG>i9irFjK@pYSW4ezNsVz^Y&_2K8m3s4Rh8;|
z`|cFwIl*kc{TgUu9jaNh!jOE3Ru};j<OLh*qZcQXuKwqFuoNBu=U~s&C$<m>cyq#4
znjq>mXiiAhQerd#^9U4=Gk62sVw1t+AyuuAK)`yuPQoH`ujw+qOHCVF+(r^jbfH!V
z82=wG2_|+O`prwNyV4YCsr#0Aekx168&~DEQ@-1FB0TMaNcscEF*${~;}{!se8ori
ze8F`$joNe6QE<i!A`WGWq2e^(Trmt@BSDmx_At#hK=`Rwy~00joB9FnSkL!icyJ_$
zdbX~f4EN4Wyc{m0-ZM<%tO_QHr0xS7wZCUJzDRLYji*@ek)7q99LXH#F6%im<ZXF;
z^tR0$w~T~@fboe%O*k)Wv)oPCONzMo4!}Bu_-@3cXb{Xheeg{?N5IrxIAq+GQCn|<
z_<He4_k7p<;iF%~)Ci(Zpk}fnRtrA`fng(vstsWSiQ8OfXV3rUu~SgHS`cOY`)+Ts
zMwTGrymut>K-p}5U*@Q~U^qH*_D*ur{GVDJi#YXFQ^%gO=D~?56V6)2c`><SCA>d^
zRF^R@dbjPly#Cc|W$BKN?NM36Ad>Rhi3uNe5Wpvhnxb`P#Ls7I<qD#vrIW~Aw7Zlx
zZYFnZWpf1883a+rJK)A*Pqy3~>h|_eKeSs{pqOuQ={XDv4~0Rr%sxQ^dBF1Q(JdM^
z$H}DL)6dR59>qqm477c5Fm@6-`%#iR-osK447mHH|G@A2N%>*7eX;|OCA=_Qdqfvq
z78^oMQGUbomG&CA@cLatFTZWsce`@}K~id@wvZyy;ybkYU5UOg<xA7a+d9tvWifQ1
zAX0$SiKXSOAnFeA2V&_+eCLc;#gYxDh?a<dyI-3uFDxl<mtQcfDpbil_)UgVlw%)q
zvlB4(0D>=AEq2D@ZpD_^^|T)lF!_cKPFRF)f-&;Q0spb0NlQ)|i(Oq1Ofvo{BGgFN
zL0E~Lvh`?S&h<D<@BzPRLLJH4Gkwd5J|jI!lSCdkmt3)Z>a;JRE(F;pUZ`YoGQT1d
zFDl2(?^bX(%sW9c@M8JePqz%}h`?z<d|qtqeCYf$=73#-2ro*B7kr$J@PcdC!~Pb;
z=LOGARMB|6=zMK<cF7!gSOkgl;v~<`)pAjwlKGX%JX64mj9sTL+AiNPq4UAra2hg*
zRP?EdCf=*>!PC8l7118Ggb*-8hpOOjXbxE<s|HJ?2AX(}zOg4g7OAq)$x;%25=;$D
zurs_S9QAyh)=gS$Po=3kp2fBX`dH`ce~JD8UD%4NTlL&AXwgN7PRGI-xA%x++Dyj>
zaZ#k2XyR?o<TmxRJO(^Cd|O5HJxlU&4j*2ewXSMxTAM`Z)5O}`U5%1Rj!YIrC&r1w
z$Bj>2vS~bG8U?Z6Q3Fl9&yzC?U|vx;GOwTve~Oc(`6Wr3pG#<d2m}u;?fA<H^{^lX
zN%>hV<tIxM>sRe%x1DSA)!w6a)~|zj>;vC=V@}l}cY}ZPh{w?&R*xpu=I&#>Z>boC
zO0ZRhp*}C>qB*`<^IW{C>M~hGz3tVcV2F@Fp)@4{-3}(H6d%akF5<n?ijUqe&qkw9
zjx5LvON+`#2e_uZ4JoBIX6Y4K15LcUQ!+9uNLCgmi}I_AE0d)KWrbmB5bv1p(^lu$
zJcTKRlrf|VT*n?wyklSD=sVG|N)}Y9im<G-I4t2AbGwdr)0-hrtVa{?*FWJ?zj^4m
zNU?;g#&nP-U_$(mfKE#0rX&{Fg^{oi2fPqOs<k=aHP2JT<q8RTjD$nSM4C7ncaD(s
z)h>_qQS4hff&L8vdpfj8{3EMn?uf9ouxv!d@TBH2O{%jl+vb-{n)wYvF$GB}FNHkw
z0lT3fe%YOcGuO<T{}voWg2ab*Y({~DFDI!;{VSbMg@EY-PEzh`f2aZz&Fmh#bKDn>
zrGm(LgCcD?+}4j0ybk^=h^kYLo&^~nvY*H}ub^UhJ8aH{`c+Egvfg_HlakWEj?esH
z5HC3efi%2AGphq?G1KvN<VAnR2j@?<8C(!nfTwwdVSaJ4AWid08M#1^lzJH>08?_U
zc9fqiO}yU@XO<)@hm;jIJGn5dprX1bH!CY@c5+^EMY$>~YS#|{n})*w9sD=+ukCuL
z96TkMino56Z9Q*<$}i8WfMuMlG+k6w6t~Ok-@k9qGDyux`oEdFSTwq2ud3_oB?3WG
zY66{pqB=@`vNZ8g<k(RZm*p4cVbz31qsU6nuY`W8*oWb`S^s|1ytezlGZ<G~21%(u
z@u9W`n)q<K+u>9sEAxzkmQj`GR}R^i5xF_Ie!(Yija9JE1xYC{Gm`vdY2qXDcaJ=p
zoMdTLNnSxxRfa_&c$L(X?>=+mj{L!QKQ|f{xIr?oLVmI|@s9mnQg>WAvN9XOKzd{`
z2{M78dCrqxEIPYZ!Xk9UtxNus*J#yE2L_?2fj-`KXFCgpWqCvLOA9N8<PR0;7t!o5
z@|sC9e;ro0!Pj-hAd1EyDMc|=G0BvlEKPh6ZS5dNsIc;P^*;5B@7r&CtZ^a`B&BAg
z_bxwKnt1PRZ11E4)0RPoPj`WXS;JnNzIEdpi9iteZ@KdtXsYYHs=N@wWx7W>rXj`Q
z;C8*c_wOCm2w^P<o(4g|3#n_iy)_V*ga%2e0@!J=Eo-2Oci!H9`H<wu!Z1iyh*GMq
z|A<Az!IB##YH}lr#d7~O(Zu_2>Fu5nLH_Wv@?<H*FR!HVw79Xx-d#M15F{m)CY>&j
zpDazh+YFmbdbd~w9pm-{y8t5@3o`U8&KC1r=CvH3BgfTUQUB77h@%uFKD1W9%@GVO
zJG*n7DgFlJGsUC%Lp`6?CEjxequmt#bkpI{{E?nJbxZqZb}TNGI#LTEe_qcX%^&Ic
zw2s;T=ihwlKFxEdJa48mobtS{_Gsc?z0ZB8&o#RPBkukT9QSDcSl`}kd+q-J_3h2K
zcdeVDZ;vMa-EH=1zK16BI%ao^3!8Vblc95u<_~tBoj&6>$U=||oy$+=b<$Ju>N&eR
z**&JR42S;8WT5hkd6z3p7KA1F#qDzWZ*-rF9OOLhky5+)y2sgI9!;D9{yw9UL2_if
zJpNNqR#Fb@p7{P0*-!+6j#WP|yzq`5s48KQlsvYofhOLqKk2b<aY%<ZsxX;X5sucK
zJB{fjy2?=a)1!%Z-qw>iuX7x2%E_!{i`MndYb_Elk)d~wCf<8HJL>`Ny~_*30<kQ3
z6c^-I77U3_csQjsk{A#O%0}mpS$E6Eghf(nl=c|ZL=*4cnRF$lBRb4+*ZolE5~uT6
z=hLWj0>OiuhZK#t<d=j+a7DwNPbC@xL954SeKM421W~7^A9MNIbA!Ci+K{#=T3hy1
zR1N0EQ2ppQ=LIFc2sS>JIBxUG^KsTN2!e*vV?yMWntQG`j{PkS$%{uI*s}Z4+S_kN
zGlImqm%)F}CsuN34JoUrG|tnAp|`i>qRDHv!E+%9ol5k3LV9YTde==m5D1y2kBvZ0
zp;JuMH#o0W?bmN_o=OC(C++FAsCWXrC-jgZcF6E(Vr}kjduCBpX#pK|o0+dEC@!l=
zHp{PU)?s7^`mba6uAMrb)3sBVt{vh!`0@`{{xY~eZjc0_uUh~u5pE@Yabx;Ogv`>%
zN8%PoL0M@j+zCbk%&_=RR6Zk&-aMdk@|a~s$kT3+lp3Gjz5HZp(z{P*L}9WrzhFoP
zPIT>%#tB~b5$~|&#7^SG#Pp$f^zos%gP-=vm;DY#cza$3hlocL?>*bDLdbP_5=sFs
z)88=!wk{);Ofw9@qlpipV{`~K@nz+|M;bg=UxpEQG}Vm&ZkWojBw1GV+aqv0uLKF0
zOzrDng?oM}xjDD)UEe|Ar5&qokeI1`9b~R`{;?EB?y>D4-G{INH(eg!peCp1#rTaq
z&&?$``TOTm9*72lq|}u3<s?5@nmC&>T!9u;jw(-9wCi`#c^6*V>k?9H?!n&j^)Jj_
zzYx(6f~3^B=}tVUp<}D+sP5?=CN@N(&r0WWD>}gjf#8sZ(=NKBq)Eae@o{I^aLl;-
z!c*Bd9IW!yC>pz)E-sCX_%uOM>fZFR%TJaj-fM>IThl8UWMxIvq07L>7cn15Ca@16
z=&y0O%6%kf1Ty5ppm$5yr1aex0h{vQBFZppF||U###34(K5YNWC(jIf@F<nkqfR&F
YqLPoDs|Rh#`qp82`gNYSQaW__FYz5%k^lez

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/multi_new.txt b/src/Delete_before_submission/multi_new.txt
new file mode 100644
index 0000000000000000000000000000000000000000..568516a155e8398a5a2f4278f4ad40dba1cd0a81
GIT binary patch
literal 300808
zcmdVDTdy9+k*>L}8|eSQyVkzgq;;@FZ5Rzmlw`YGmS|Dko*4|VAf74n)I3O{H|DR;
zOg#0jU{+N|R%PYNs&6#}n`H4@{N9R)jB`Z(fB)~TvlnO2&we?3aQ5o#&Dj(C{iCyM
zXV=gE@3WsSp1ii_ukFb_`~P3;@7~x?Ts!;W?5neH&i?uApX~SZ|2{qY?Cj&S-<|#5
z{&(%{;n`dJSMLq~I^T88e*e?iQ~U3={r-cqPtQKG|9yJ)iT%vAvzPX*PtKm%|3Cw-
z@#p`C{RxcM&OWsNuAkks|30-py|&NY8{Xu;{T@^a+4uG@-XGrYf&F^z?C#mSv;Q^x
z%p1e;+@A5K{LORw-81{-^yk5z@ap~F4CweQ@BVW5*ZosGxo7YEZ1FP>?LD5_&-r)$
zFZ&a3#*-IDl{wY^$LNjthEL8uKf7W7bK3vTsPVhuzqKduX8xI*_T&%tov-Y>|1n^I
z&d==4Uf8oY1Gc;N4d+I^7xo_#@y7n<C;P;|8Z|#0zWF1=eQy5>?{VLLC+eQtPrtC=
z-#?qa!zU&mH;nf!@9=y3#`!yZ)ZraIHrntGk1w#pA>IhOJR7LMdr#j(IDT)EI7fu^
z>%V&Lz{AV(;zOhA2Zs59A%0+Q!s&=GBSWnS^Y^-({QQ2vd~Vc6dN}?3{_3OtbdZ;G
zqwsUXj28XxfcsOEGUOcGzb#VxD#<lg0@RNTHS+PyPUU^mv^u3|nR{n{FUZW*Ih{96
z?|ooM?}kXPU70iak;#a(p;PvJu;l4aWBN}|D)M#1bTm3S*A&Z7J`FS}HvTgD<s(BP
ziFYe~e)j7i_m54E(C@PRukBChP2LROV{WrR{;|E+RgtET1~i-rd2m=~v^{6zf&K2a
zy%(ot${o@F6Z6vayK6?9TJJ&jDd*s2xbyLFBF;^NJ}|CK&vlIas?Z<gA6{tEHM{k>
zeYS<(xu<hk58-2zU+JKqOb<Oasz-AEk-Zt`F6VXIlgmlS=Z5(M^EUC-WoxgtWPD<0
z3TuTYiB^%;{K@Rr6FZ~N3n#KouKP>KCq`}A+9cIuZI5qH4D`z0ttTI1dvO`b`MpUx
zk~2l`9{suDCwjZr^(|t*|8j4^J1l$0@C=)qM|Uxv@hSc^@H)^|m%;q0QU3D*HL_3q
zH}xN4twUtnb_(LRyv!RADRT-^MEl=ET5g&YV3q1{UmXwsrg<bEn55i0`!Dk}pA4El
z*DfELRK<E?EYT%DCI8H2Bm~5t3^KkR0bVuSu2I$^z_#;<1d7&E@A5L#{@iS;ysdS~
zzFPUQ&rOdY+e_K8TJ3lhymsXcl<y#e`E-;8l;2R3$GO^XLY()(`&<JOH_q4QdI`(b
z_D1nfwVsqRZ)D9pdqUou40z8siS=^-H~DNhO+*84%)`cu<4wp)=WjzLBK8e(TTt_)
z_uG6pSdc%MbUhi~gE|J8_kRuE1$?nytwElDrvJO(Z?Ac(!qNIB`TO&v|C@X^od0`+
z7lLdltCBK~xujiv?tC_Q<XC)Sp7l)2=O&xZt<&X*N*e8>3!6ID122bj6xC=xvbZAF
zPx-m1dD2_rsDyoBa*Tc^6ZV_wfLBE=&=w=*X9vyL`%OMJI?F3goOx_o?S*CMBMp7c
zyrVWbJL-Kt&LnMI9aYtb%(Aj+xn>|^+?Gp=D|G!iCas<L<rX!6m(~cqcSKOq3h+wO
z=bldgsQsvS@hswcyo1L2tWm$k8Kd4ZM!g@;Ajug1j@uxt>l^FLAR8CS+_fu_6)MTx
zCw97P<DOPs7yGdNxr7we+M%}GK*=BP{Vwz$sp?mw3CLEq_&V`V?eQ+0pE^y@Dr3iJ
zg5PJ}0h+)g?4GCp82^BnN2g!!@YHnKk~e^qwfS$y=m0Xp$l4!_D|A|{MWk2zT~vdZ
zTAlktcDbjd9mSc?2TwG;jr-MP7U|VHx2{ZOs`!;YJiOERO=Hbf6Z_<!>8<ZPUz*+&
z9r2TO&BPHzYovOFh9K`oE-~qZ)Kf_A>V;K1UfJKqo=>ZdJ>t#CvMVF+7B;<O)Kk!&
zBR%4L(SxXtC&h7elhKu;-XJ=L)bXl*-{?%WW`K`*JMa3tXE_qO5?-5zcxXO1KKVP7
zzyE%3^!Ww9ezEr<f2y3eVhJL2dZ5S*lTTfG%U0j-2)^OV5jUxy_b1B>$-5|b^~Uvt
zTxU<8#2J{rdYyMs6zD#MY!!Xw?}i*J&#_stEM8qtgANLOK+iRdHN1PaHC;ed17giR
z<yI_t`Dgm_Px)h2DzVJckksnwekSi1^Q}!H<9F=)MmGm~W1Bf&>v?`Oe0!HoF29%Q
zvWc@1yb&6sHp?H^$7*CS&ZhU}kNX$N5B%9Q1oGBT(mphuq?6O9S0UyLZ-RzMo>E!U
z?HeEd!|3<Y{+H%^nBn>K!j>*q?s<pS>_RM4M45CF!qZ0=eFVgw_$bfJE@0D-sfETk
z#+`%5;GotBZ=e9b*Mt=`slgJT%G@&4Jo&@${c|i>a3-Rd1B*@}nds;|Eq^0fq4`gt
zFXvs4*9UKvnX^++q>P4nM^(PPk3F7WYOQ<6)^G`rXQVY7fVWTQF+UM;jTyc<{o9``
z<032j(B%8Ao&CpM(Zo7t361LfoH(Y=a>}%NWJFsLJ<C|swK<Pvel!j6%FyM=@VDA>
zI9sXo;gEGg7sW`B>G*Az&wQy8utX#Bd9tD38Xjc(>DhOKt%#xqy10&^5%Ur{|3Zf}
zAyvFf&O0(8ZMb4Omnr78c%PfYreJSNxIh-kZEsG}y@7@z7pu%3{dEzg@SL_IiZX)y
zJ7r3d`(e5r4+wuG#?sTima%+dXB#h`Sop5#$wwiY)@i}`9hT6jcMu<qJaa@DCgZkq
zX}bm>x}kUZS3C2s43GTA2+>hGi5W0>MVwE@{gxqPzd<SUejF|;pv=DfWSPtdwzEN7
z64-XolU`e;iE5dAB_=~klHGFV^NCYEDNDAdgXVwVlREKx%)c>twd5kPB;y?fJ@IU{
zAIcin#AB^;y_G_qMWoiiIs23S%DK~ti|a#2SvBfb$hLfduT3XB98R5YGf6&6&Qs`j
zjO}H{8b1ol`?b-Ix*F8GZ`DJph&eVq%{G5!t9I~=kNYdje$-L8m>>7}PP|?7qjFtT
zvUN3{RY_mqb-LfF`~{!P`Nwy}=WOlU^S(u%Ea8Dp>}62ZMQ1ce)Xus1J(dt@_J+C%
z5ik`YEH&L{C0ZSE4&j}qu%<I_-x|tzlLfXR&mqSeeT}dDRGDV-K5M&?kD-?Ld#e)W
zn{CR}I!@;0k-E(1vfhe>dbIfHnQ1*K^Nq7tmnV!*(VEocKgE+JJb0k;(N&F&sWX4i
zeRQQdgMA)3LelEP#AmQf7iJNZEr2%VeMi)r;(vRMQ}Iug5m8Gg0+w~7hJmJhHS`A%
zLA)$jm18)E_wj-GD4HZcrH@C}&F#rD@8Hl8)cM%FM$Wx=s@yley&dWYQ9gy}E4S&f
zwA9F0Nut<|0xG-`e98#RQF%kKU}+`We=#h}yK%70dUw~md*~x7{YZ74l|4o?k$1wM
zBr^|{el*=gAI<4>C5WJscQ~SpqC7qPI>HZOPbFs!nFb4eN9;_L##H}`?A<A8hL$2D
z<tQVHA$@J<KBjX?6OifV^xYl&fH?QWMDPA5&bPt1rlea3-y2DfxYZgn#Z)cP2aSwO
zsk`-sNz_}Da7k5!>KIMHURJnvbu<A~Ql2$Q^|~&Pc$nuT@+Y~B^Q6Q>b?Ln@dBSf(
zS9xa}6Y6?~4@Fg<j>|{(_v|nv%h$UGx=s4X#i|~gsG6jXyoYxAMfH@NYWa7^9#EN%
z>Xk-=Vu9E`%VZe!nAi$M{LNA1Pjc)$DdEBk$Cn}Mq*wc~eR6F_uk_gwo&@O7_sW$~
z+Z%iDZ1IJj@qPqQwqeYFiYH4Hto3$?dh&lg=V9%WGNx1=O|*-1LY##CEfgJ=_+Qc=
zs<@}q=--d0b3`6USz@niEpJOZhCU#oYCO%DMHD&)4;~b@dzzDq@El{cksj!??D<hQ
zK0=z=)I|(9KYuxW=>9qek#8HVt1qA%+i=DDYfcHT`;mP?JK_&`Ei0!I`QkP-@lTb}
z;Ilj5q=oowj_5c^N|jpepl8Z5Ms&?&&Nb!bx0aM?#5t>}i?-U=JR;&r84ny&pS1jw
zD9XW?qQga9H}SUYR=itf47~H+MEsO;he__U#osCJFY`X#Wk6O@wd4o32bozYx=XRb
z$``SR<$<BX8|8QO<Zvql{oCb8zc&^6K6RC(yELd^5jEa>kDI$RJhS}TVmJQIr@hjw
zXzASarEeW#I`rH|Y)9PJ3#vnmrE=}K4KZ(e3dD5U5x+>DBQ1U!X$6<((xH7#ZML`P
zQpa=hQ%EU&RPPGeB4)FD+MRl2NTcGHX9aAh;;-u4<9S-L$>c=Po>A5fALkTw#IthE
ziB?yBCeoDTq1x?EZkyDXu&&#w8M>xij#imuZbMk|TI*zy*)!LS%Lt)DUoMm7AQykn
z&gWgTisWkCnv=;?mkgc8;;m=x$<DEzy40;nhM?!EUdE}3<}s$}h5+qPV()q>8+II3
zvD{E~iWWbKogrk%@J35mk>$Sr2EG{<P7~5(Gm``m#WADncL+c~GI;n#kL-8+IjWJg
zqb!}IHI&-Dk|>u@&b6hm-7q@N<um^7vF0J`JN+qbj@O)dnTpU6Ejh*~A4rjhV#WD%
z=4p^B6Ea5X{KjuyM=koaZdHr*?>c=ok2FT@aopT*gBQ{4>N@vJIgK@RSd}^Vshtr$
z#hcskiE>KBHG#2w;$ctaQx*6%gw#FJNn`q<pU?@*NYO?)<?<)<w_*2N3sRr(7$Yrd
zp%~k`_AKoZSfe6VoOmI}#%zrGI=R&`zRQGZv1mqko$KswY@sC+7-V51y!e~U5l8l2
zJ*c^T&!5b>jz`gkRNK!Yr0&7z=NwJ8&h4m2C6?bc{^Q3Hm-*y~>?5}_DD#o~9>hmP
zNOPLhppHMYj?wqXEl;d7OAr0#$YRRqQ=U0$M+WuAH;l>8m|JkZO?`KBbaQ!&cpHCa
zoo;YS6(+ReBlDBkK=sn}_+0XYD(7na%~RUNpIJvo9QJ`BdTIU`x`r8rT;8aF^}PqA
z2AS&^?LEQA#lNK%CBG-4AU<+z%WCMAe`XygbkVjkIuX!(WC@u>d17`j=5ftwh&kGZ
zFm>apSAr;k`gH7t^BwEfqu&|9`YE!}?On{yYYPIj1Sx!<#tT>ke774xyjVls{FL!i
zYupAYJu$@RAXL{$&ST~`a~)XA(d|427g~nXi{}M4_WL?A`q=5C<py9TYxE7<x-Da>
zu2T%}SG6tgzL{2%$f18SAfqF?1zAkj8f0h~&^)j^kfx{{2fxN%l0M<KE631IFXCq9
zj`a@dekN}9(%jKfC1l;7>Unm@JsnGVJm_^Sf5{srN}`X~_1>|x^Bb_&^vUtGOCBj+
z3%(V7?(z1J-r4TuoDDa7qU)5$UDCo(Ek1>7XE#61JXzN$+DncfzeY8*-f^b^t<OEA
z(st#1JCpTTiQ_B;$cW8rJmkxu<7dV7Wc8r`GEaq$&VzLi8PD@Ln-4P2vXf88GN^K%
zsy}Z1_1@s4x3rD7IrY~4B`~UgjQG3Oi$4`kbV}X5P#+r=kJBsU$&_z#pJ3UNU5<Xa
zbky*f>1%m;OP1_%=Qr1uHRl(~$yz8I%{CtOhu<AyNjgi&SjMp=+HkHlV%spaD6w>`
z=^C=jq9T(LRM+Un7Dd@bM||nsF>!23H+P&Vo8qf^hjojGWUBwAW~Pchj$FEGk>vQ-
zsmb1jx_K{2W(%j|H(J9+El*O3ufrrWQ!(BxR*K89lldvAp<w(|>nK$nQB6$S<CL33
zF2|YP`RO6chNWpcJ@Ff@p(XncO-nH_z99EPp}Qk*ApX`|?(!!!$m%4KiK$lGlIxrr
z%`KTy?s>^)<*efw#*&oNWcnn>2DR7eR=XF0d`r|Nl6x(4E|>O(tYf=5XqS0^=+x&z
z=E$2L=@(){khXP?6&|fqs8_Clsx&8WOGHjCH`cII`I>XJgn5mtAe3HS@?-dJeCcD6
zY0q>`Y$<%AP>ObHX_QlToodP!xPOXG+nTeAYd<-bnkVac;d7m5z^(L0VxtyFG+fpz
z$}M9hj;zR#Z`a-x)ip|$tjnTn)yMSlz|*qUyDTz#F`_fICT$=igRmtA*7x-8g<Hz2
z!C!R;(_K<u$!hZlVqLUONls&p{kS}@<M&!esCueLZE=N&%Kg#aF%=?cSN4uww);;z
zF3TOrI3IBx2EX(3!6&AE<rvFVmt3;id`~9(&?i^X-hvG;rPbaN{T%6$k^_X6Wt%3x
za=MR=FhEANZP}(>7F`r=;ybQs6T100vt^rhS!B@$%$leXWW*TTZQ8LB2b)m9S!>hC
z7Pd-Yu6cN}&SN$`q_e!7+ocxWjxdi`@MxA1>b{!w+^%cp<May1@LEciLx@z*iaj@d
zqHIfAEC;Bx4XDO);0MH>#(vnCX=$|_^v@laUluK$!_15<O(D1OxaHJ>iyq;1izY6{
za<s<bc4Sbj#-g19ojidxi*_1h(5=Oy9m`+h@N|OL?8PZ4iAT@bSj(Y-?MT`w?_cNB
zADel^Vkkaa^O2$0kvUNzQ+&3}Pck=XMoC=CJJxVG{>++ZLPW?}Sfd$rpJ)ar{#N04
zuOQBkuOrhgpEW%vnjLAm#Lt@3No_ahX8V&hnz3zeOT>LF)ien_Jpt>z)Wj3iLg#0q
zhKjLtu2WIlAD7Pr9k=vOABjx${~FJvj4r0h_{6rw+Q^=^Oe~*RdP(S2&gr&}tS#0C
z89A^v&*aE6lI|L&pGMtYYu?FaYRd5$T00-agLv*90j(jFY~}opzkMu;Z8b>vt(jzX
z%hPYMJ`F)<^<^ZpEi(X8MQ2mJnAgCG)bkUPKgp>YOYj<(se!AvKizwXKe{wQ1VVBv
z{D1tdHQdcVvyPR@%Ti_@4M5+DCMEO@$-l~JR{Nv|8F}Wl?yipv*+&Du7HqK;tYg#M
z)moNClae>=bR3Hf>06^4h~R6Rc4?>EWimk0GcB}?rE-nW<O^zQ2SOBk>-szQ=wlrD
zXV#HvQ+mB6!S=*l%fEg4B>t&&ggz;O-t#?&=t1pk!GC3oOL?yvQB#|A##CNM%v4`(
zgx*TcHf(&G=ls@kk-0sMzq1FIb+4y-G<8ds`kS%I;7rz7@`t{OHWk#^yjY8_ah2#B
z$}RiW(1MPKoOZGFPiYsUUq^<mUyp{t&xEDEGuhr6Wcm9b3+u?pY+&8kfi^v}<>_|n
zL-F@bsZ}G5bttI>u4iEM?KRZug^U{c);#I4w8MXivI^<Ey0o!jwU#b5d|s11G8R<D
z*L*8=K}I`qYS6~EdL7&RT+Ds?h<-;-o<ch^v}>n=ID@@VIUQ;&Zv2^L>XGBnoVa|J
zoKkpq@xNRnSNUhw@u<VWeW+h8LW^eV(ZATaT+7#JyIgOt>ozQ;rg1n0+ORgI7nXz0
zq?}&sdM@7wMg+BH6~H8IOO;BS-n8{iQ%&5@JjDn{kjLX{wqR85n=MdmsbX74j!MWR
zG0C3R=#BU@Ym!FQgqRFo>b{2fW}G86g))0y-!4z(ib}_xOlmpE8a|u+$+Wp9;^xul
znD?Nshi%f#OO5-Hr})a*<ox8$Wvlg^qOFv%^-~JQrHxMF@j9YXR#87cj&avc1idp}
zr%f5##APB1c6D;Q9UYwW881J(ZJ1*nxrUj!IXn};O+cUDGHW1daO`7x<rJ)WvW(bg
zacbv^qpdM9rKZ?&ySQ%Qd>UtbPZE?QQ@}1LGUL$}H#B5~bAEOrNsZrSjfULAJ3USH
zIFGY@<XZ4e)nUz^_!q;z{qtdxm(5y{9mHDZ9^ihoOnsZKnV2&cIwn!i2Q5`21MF-%
z>Kt)T&s+w`Z?F|{PF4IevZ^gq&Go%@IxI^ldK7Ck_sY<kxkpC*iCq46+M&CqKcz~=
z8ajDCV|4gtnuDjh#ANx@X8O0ZaX9}eo-CuJ3)ZJ(l4QOxY=0koUGci)v&A01-eRkc
zXWI>S@9%@vdpLL(Z{F{=R%EPqVJ4p&HDcNwhe`D#Z2^g}pg*0XTd0xq5xq3M0Yh_;
ziglkGEq*mVM_b(a{uY^!tVo0c9J&{ZyZ+dbmD?^NI{b$mNB$(&z;S2uoEjdXX-lSd
z*Rf-QI4F5pi9%p<jlkS)3!h^2b7blwfIIVBG-70qM8C$epugK9Q#tSOl)<XKX4>vJ
zzO^8d=)Qe}`cCP=*Q1k81&=e%euk&U!GA5B^uDwi-#6nM^`X)Crlq;fl3$UhBk1zT
z`Xn^HMI1m3;E1Tnoq{?`h%`s`#l<a0Y??nkmB@#DaQ5|JZ=vKflci@T=N;L}FHDN=
z4QP;V_{$FeQ%jZRvHoH@oLz!fgIe<I|6(-y?FwPSAHHLld{gRaIY)gAN&lnCkoFtj
zvR~0uNY<&bkzGaNr`qH6@-FQFr4-5JK8su7zBXn`hp}E)PUy~ITI%VbrL~J|yKRYm
zvR1Do#=@)*{;mA$U+mYCmTb#}<({T|q!Jp=eO*2YI?N-+l0RKTv!BdPU{mMZBHpg+
zcH&!(pptGKt*27o(-l)m`!{vBHrw6G8P(XIui;SsnG(-F88Q|%9csu>&sesM2q}U-
zWS?GN_#_X`Zl8T;PlyO2D?&V{x9(9zDq+*qT7(VjcEncP7#UVKrWzin;@~)MPxX0k
zx)E`DcTL2*-cek1?y&smZ?c8y&bKd2!tS5_F!<xj;e2D%dTPAH0>>0P2CX*k<&u{C
zDt<@K{;{15q)(XpX7IMyByy0{Fz*-=s)aue`240><Tm2{5%R}&ZS~<2-*79<efxDD
z#gpM>vt3*6CAJ*#X>~m8d4z{fqq%0I_DUc6{&s*)KynLL$x?!;*2keEq%D_T@`Fm8
z)1K3ubBZbE5>7U<Rid_?Jx#OJ@sEzU{k1-R4q6{f<x}UjXMfMa@hqP?$8*G)^9emV
z*Is8)>0BEKS?lK4Ez(3k3KdMvHDV$E(-4;IA+>m?+SUxPes26z@wsE?p?VY)eJ$ZR
z!ai%p?cdDKk)N8Mdftk9?*3HK4uJ7&81?#hXII0Ep{EhMn|m=4#d_C;A}>&L5MNq$
z>UPMrBV-2*c%pSN*Aa-Qc7HIDnTS7lcY8}TNU#}c)=}~t;W<L@(BA@Wh(ys$+(91e
z<yJoBc7`Xh7G#e(dO1H&w@o_}*SxU247UYF^lC+zdkQ>>5&F&YIl{jVxL%F!qH<Z%
zulw5&-M=SF{cJQU_oMEQh3qQ!jObjO{9g|;Pp14k<Kmk$a>0rV=*Ho5)cSNgAD@aj
zoJ&(|_eJxu-OZoG9M(+oxphT6H-x|1|Nm&XURhLCik6SSMBG{D`|_Uq>oM(etJU!N
z3G2-@bxl!sq}HKZ*MGF%Ju!(|%0Tu#39n2$rS7AY<xe-*tlcRJ_m06t<R*{v>R@8d
zpdM3SsVebKJJ8hkv(~vzC%N=YpB!x&)9>w!uXO<l3AvbKFnQ)ceH6;cVh_ECInwB@
z*|GSH5W~eMkl0xLH@ZPepQJ;9&c#yQwy$O{VIzisn|{0199y~LUwmz)VXTA8G$cj^
zr&kF1HTCdB-0dCllqg8IoAU2IU-i=L06sST-FOq&dTjcy_B;NS*p@Saf5cfK1`s73
zuTKnb!FtTOW~aMo3r$}R+)rF*UYG0_-d!vK$DyP?<hthEss_X~_Xq1A*RhW}Hy#gb
zFN<#sqE7SNav5}`mpt{O5Y}z2*2y?VCxVE$ba}hivHFimENsXY{nw^X@}J^KSu+zi
zOP|#Ea>sCxd_9=BPgOP+ZJcguc0J3lN6EQQSM1Nht+tiT5!(LZ79qA^V~bnTxViMi
zXvBfF7`bF~eb+^ORC*k)`2@|9%|9yMqE>{3O7Y=1$ACnZ{gUG_DjTR-YoAU@nUFP<
z$7mKdUf_|uF`8*-$oN#mUdR!$r_NB~SJ`%^4~Q?IX6}u~r}r352vX`6HP-bQ*`tHT
z{mit7z~wE)X|D%ra#rx{@#;^>Z!lxyu9gmjmRqXj*nuNXu5igu8Ee6L>=SeJ7=-vN
zQ#(xTD9yaSf#Nty(od}lw)+e8>pmT75V2-C>KrrO=)FkF0ig})-Jka($^T%JlmBkn
z7tyDdKO<fx>GB*b_5RN;a*H{|PAPHp04Z`EPp2hrM%a$B62CW2PNQn}=urzv{dlLt
zM_jG5swq19%;3Ma{jH-sM(cU>Uuz?d;Vt=NJe4s&PsvGTXQ!NV>tE7mM`V`R3}4%$
zhkiPSd)O$Q%k_AlI?w+4mAZ}2;yR*Z&K<h|yq3gl7Cq7BiR~le0}$16?HFs#_BN!u
zE)M89gGAPttt-@C+(xS+DX)e(u{Y*3@c)rsYNHQ+@$@X{NePYbEu<%gT=KbDzddl3
zdUQ*;$YYU701MSNw!|=H)00-)F!_9jHjd%(k@eH|h^v4O*+S0cSCNy%g8`v@hsOir
zev-D8dcN%`$A>R_%;ZfhZOoM@>z!kRYGtXb*;rU>n@ZR;|E80`)(L8;eP>Iz=?rpw
zL_g9OV?-q{rp5AX#iY&2dufWTXgtDBTD1n*5z=&X;9YH3Qw!&!yHS{2jpdt(BhH>8
zR;cuP$R#p0*tZ8VpDpA`jEYWmRfKDNy%s8MlPK?>P}Y^*Jf(VSo7b>KmtzN|E#Vg0
zh)Q(QOFgx~HeB*$QfB0;;L;3Kod?<?OIuDHr%nEF;vV)53;fp3Tu=WXpI0yG0s6o>
zZ+A_O*!fiIjcub&Y=NVbPnVLs^Kqt%Piix1PwM3F!jlLUnNZa-5)wKs=&m>wrNBg<
zJ0a>xn|h9+8I|QBGyJ;q{PsMS(!BvOkLb`+zal!ZCpGe@lqV4i&*d;p^pj=2JU%HS
z>X~7R5HTmi$>vOxiR($1dMROUfL<GU8SKD4qN*0r1J6)#n&;?sj)~OB6tH2G-#t2E
zM1&69*ZbLG*XjFFMa?PZF&Q;ys-&lpDe{5f!cT>7L}hnP2R#}%$lOO?8OtXgcoNAN
zlMC1jw-BfF7RkRMOW^EnL$~<QRG`RAdPH`F%qT;2&%QI||Fqw;&KK;fn{zZo@}56l
z>-+D!>j%l?yo_ms9k0#Q_MJkA(I{UfltOzNnb8~)60^3GHTNiE3puSa=UE4yK$B<o
zA3ml_FX#C9J&_R-?32)tV<&#mr^*%hy=j9bcxk<#9({729vRQZ=p*^TicItMCEGaW
zTB(cQsi1pTUcKiWJ_p_@78EIBV+kHdKSU+eWkj4|)rzRKtILf&^_paOa`unT_+kkt
z<C700MC3Tw>L+c$Gyu_a?B%y{bUXdhhKF&*#^XZHglZGark;||_#&#C&T;B~AZW|B
zp)vBFc(?Oi8IoTH%|b`_x$Ws)u8AGRbM@lYcn`-QBI8y&!*CQL&4^ze8sXQ}_6;0E
zBk!z3*P_u%(}BmK!FozN?15*S24Dsd-{S5Nv2gc!(gbt8gk7b}Xl}vdZyZ~2WMckP
z{5vIk#I_n@x?fG3qmy#mUBZ&1%b&!Zr)4Z`SsP=)3&XFdrB99^f3lT6+UzVJxr7Ib
zw@URkJa9`sAse~r%R#br|CVI@p3$tdH?$RFPDP%S_(+Ewnn@Y}uaNFEd_y`0=DfTN
z?Y835O{8SPv{~<J;38Va+EE+eHWP9Qbnv}4zn|^cr=u9ikhX_|m)aM}Ho2!OpPWL{
zQ_~nIt}sRN9)IsxhobSe=uqa9;9t_`=fma`ZCyWgL`3f#`H#BVd_=LB8e@uWjWWnR
zpdsoowbq_<PV)q<MSV-zOU<}@CIZf%Di=}4<Q-180_0x~dLq`U*DMZ><hX`&`Dd2t
zro2gwcYGu&^*DhF+gR>mMYkM9DZd>mt^~)if8QPL%be7<SF|hL7x<~%b|vqSJ9x03
zkwwxyW4YY4Jz2)6PBHH^xH_n?l{K`Y2mL5{)9uORn^XZT)k^cOiuN<H%stgAykc^0
zGWBkVJYpN(s{Ld1OUUS9Ar`uAw8Epl73kYY@{iMKX~u4??sXJ5L8Q)>tH)2YKm4rc
zW9~7;QdFbUmL!ebC6Vs8CTV0;J$oKYSMPdV$<tsbEB=qme~jiR8WBYzS$FIdVuh%N
z*U{@Jgxs|WLZ??9x}&(MTe7Gq+%+lF)=ljcqig5BJts?WYMo0~6`709=--B%!OKAx
z$F+vzYy-J_vUmT7<uIOB$>DJ}o*o3EDb<eN+G!zw@bbcndHrJ=@x*7lO*Z56CjEzQ
z;~v=*VJXJCW9a-=GVOouyPK9CgsF$6CuLMb@V8CZuq!vB&K~}4P8}xwy`RiE=b!Q!
zPwHCQs~X|#y9K^PFQ{3Algf1*FC2qYHwJr$7t>2I&HDRG&b1`@>eqHGY;-Eq<_J9M
zpmID^pXn{&c6Xjdbn1J{Q%SZ|`*U2HohoSucAZVnc_|lF@3ZBclYVtXQ~~hXA`120
z$xxyYo<}-;c-|2j_FT04uQ|O+Xr|jCBC4=MVt+2F@58x-#~AHQLvtO0Mq2`=XiDDJ
z+*a)&!`c(zc&5C}d4?TolbvnefV$A+kuKY{{+)u<r{~^@Dnw2tPB|Vly&8K>yXLaU
zlPQ1PhMcZbE~gdto9NnUHAS3D6z4yG*ESjBr>5VRC^WUQTR4c!w`i&Or%L#A^O2%2
zd`&vKBWe*_wxB83+#?=R?@{FNdhmQf!)zk?-UwAIjbc8RXhhA5*^bvkz8Syd?;#p$
z;Vm@U#xZRfLQ~L%NpDL;nKtQ;=;?j3IlqWOlx-tYQPn@j62GBnRoVkZO>Rm}J&C!*
z9c<*g>Ax?{0UhCgkmVc4Ow9TIWLbFb23M~v^BhaGYLlTY5)DT9CQpqis%;qe$R*5e
z9~j9=Y9lrAC01{aG?zB&S^N7h?0-R1(HFs;^t$h4$z$Nwzqvfu_*J~m^c3hx=@fYH
zr0!~A%Qu>oSujwRJia54>1GeI2E+%{^X3_aoSVFPTNWs{JG^5|HS~&lw7rHmrCN-u
zg=Qs=mvC`PzcPBMKRfQlZugCI8kId6?EieCnlsCGwnQH`e{wS^-dNiyjHz0pk8Ghj
z!0(wnEn7u89^-$1*%EEz8hH#nV{)Fz6K8N47bp4%T;8GXKJr*I;ANFOi6gKf>9<T%
zB`+gMmFqu#JpxN@uXn3%ir*oYaqV&b)+j^O=~OgPCHn4QjpO*B?=HBQ7V3FlMiJAt
z$N47DcK3bd01b!CPLVR>!(<O9EUFRx-n@pnJumf0Pcg^u#kVt$mEuj^C*&HD^F++~
z$~=I0mr6ULvh^4v(mbl;jO4e!PUid3ypP_~h3pYA9Cn=u;myD$aww5U6w@U3u%}##
zKjUvd#WbIId|}e{vmrb`=#+!T<p%oT0oCp{ZPR>YL`5&ZRf|qld1Z4n%AWe1Az1*)
zv7)F*j{4h%DJH*}i0(Z$mNWNw8eS>tuIE*(J8C31{|vG`rHi_auMV1Ra=b5XWFx-1
zkQeTuM2fj5sHAsd4U+R=`Xsk0?#WMiMN}={l*m;#sKqkedfQw~&s=Koc^wI}7)x0C
zceG8Z;{8vY=VxXq%bmIX>w9w~^7qy|(a}c4S&{?Sr=>_`DlM^$<vhX;Vl{no`Fry<
z#`my!hf%JL=@D<k7XMU)O*MabhDJJ-F7}(l`F?ITUP98A$*AQPRblx!+UBP_dC8i^
zC%nyumn1Cb5V-)yqli-zea{vU_0D}xPZz$ZBU;}iy*IbCqmsL2=qUqf-2X;4p{@2(
zD>+om$!3lx(SEi3ocN`jE7`;OIhR)*pV%6WlYb_cB5npCpYFNp2$!Y<sEp=Tm97K2
z<>q=awo_9?@n<58%B(ywpAZ`lFP&EKj@jrNh9UQV>terrKU-|wktl2`(<KkhreeuB
z|3swmtRsED`<^+vX2-RLDHeKbsQHl_r#C8>*q8@XKGoAlHH9e#DrHRilD9;g=l@y_
zhIwQoJ(<f2(+2MMD58n<GnyP5I+xm<KDAF`Bvj0Vf*DkLN#hA;=82)uzIc>n;`H1z
z+10IOI!9<4q#HS5XKhUFsZ`{YiTRjQhHR|o0NKeNaY)}4|BGula%4P-a7a?v_ec%r
zshw=?W%n5)W}(n~UR})f-~KqUPnw23w~ke22Z)cUb>6XzC9^B83x&o1e^1(hNL_M2
z8s+G{iZ+O%nc6ICjD5~Qp-^S1X2WtDmO5z?7FBTY#^}HH{Ya`XxxM(VXf5De{O00m
zsghsoGlEe%;A_)G#2Qh@9N)F4ZzdFIM$SEwj30Cw9RL>1oqT6<{1@YlDyOG8QL5k)
z^{Mg~-`Yn$sLdygWh*~b*hbgS%lyHzx7mu?Q$?OcF~wz0)&3aKLMfa2=iz+ClLdR9
zadKjKgy&`-WG9F_Zkdh4lC4P>{!=U`YdR?YsYtrmLUVPfrCyzXHyXV&Yfp3$)oJk<
z^WO9Lou`zFKNHbK5$n2EB<|0##3yQsCH_o~g^msRMy;ogUa&SRQcEu|UL83iu7P5=
z?358pbLPl5terRb6Tfi{=km`)yp&y;BWsiRSc0ZF;`hms(aA^dVO`?)rxG?*JrcfQ
z__W@DBI&D9^^vcS75-aMKjM|t$VUE|*q6zr#p8Oa?MxHu)<b-yk{8>Sd8x-kZl_Lq
z>5S4D*;Yx2HE2#7=^jlt5OvUtK)2-GFg7H{Z$VRguE_`LT(?>ebYh!@+kz2&O`oJP
zn_rl=zGF0t`bxmFuMf$b06F5T;X~du>dWi)6aRzRGr0L%C{cUcFuYRmxECA6XLwI7
zQXOXn@-wE1D)znnWL%=dJeHLGX`v~OWsdaUZBE|M`&m93PIz662t8Uj6HQ>FMRU%K
zC*mW?*#G-eW|a!}QWhb~!MAB+ek!7c-x}Ahd)qqvBYu@J;%i+6T}SOm@hE!<=v<=<
zTy{Xwb0kswo^dEC+eCjM*<SAo(4I&-pJlVOITCBH&3323N+gza^XoHmX>ZQ{9Oi`g
z_T-_Rdx|yL#WuezKC$!D2o_D4o)5OOH76WfDA~Hp=7h<vaRRQ&X@q7-)8F3L$4?>C
zJ{?sPnQ~TJ{Ek`~V$uVOtoJMl#olPN*Zy)6y{9jYL~9zqmSS<t(C>VGKE#R4aK0Yt
z@}<fd-@Ruw7#jJ!SdEt4mqO$U@g@Ig6oM+Z?0?+D_v}O#gpLyO`Q+}<*?0rk+i2?s
zoZ6c@Tkf9U8;f$(PMNO<|0LGXEk1v3B~#PLwb_@wIYj0Qc^P|+r<IwjlUY?qG_m`b
zI!ki1ul*v=dv)XnZ|ACbUfyZz8J|;2ur?Yxnk9+ZSLdO9Io-G4$6Q|zyCKMjP~j;>
zUf|DlV2yOgna@1BAeW##>#_|evq+bNJeqA8=vproAC)L#-RGjt(wYyiM?<HJHl56S
z-JA+^<<jpKQ(K=ZM^`Z)BOajvxA*??{UCI-WhD7$>apSJ)J&yuD+<)g|K*yqm!ATD
zDx#IPK16-KqJwv{=J7+0Y)%*A+&MMjeS|~z{Ju7ik5gXi+$68~iBW|f>iNH%e^>q_
z#+>7!y5spEW-rJ7){z)=zMq=LgEHWxi|k(~c$^M<`&@8{6aK}52inG!oKHN7xFRVz
zKl|FGM6)T_OeTiM9CFExdeLhT#&KYTr>=iQ9lkZ+98*H?GuB5r7UFMd7SBSnP3cu8
zE1C@B1i9S!zq?+$jm|SRE<&UIBWveb7^tqqCo_NZ>64hIF`n8xTA1_7^=B<-rubqx
zrq+i?yllDY2O?u|!+atAtI3au-+TPsQP)2lj%cH7SIThby>!YK+%URO>)4K_)R~l{
zK^BnXZP_kvl-8aW<c=AP7L2hB#u)27FQLdO)>E3O{Ns~;Z>K%if*@%7{#+kK@*_HM
z-|+pRpZ`IoahwxvDDt1;$($$1C$;<(F}yMxK}Q%<LTq5^Ntu{?5hm@5NPSJ;m?dWl
zB*L@zgef#q=k<Dy9ZR2|q4>SUU$-LhXCm6Dy1%Rg^>2e_&sa*7S=Y#Hgh9?CjU2!C
zm^Ns0KMPK+$QuTYCdq58C$U}YWO9r-;+690>%2k-^V#`(#@{riPHi4i)Ty)Oph3#!
zXmXvB<Eyg;)M2H0mTAM;W*RT*16xN!&;R@#V#(p(M~;_lIq~<+0Sg^R^M5y|ME)fH
zsa$R}sk+sc>kb|!<4V%BPO*|d8Dp$D`A(;r@6IU}KZ($2Bh=Rx0n;aU3ajPQ49S*G
zEh%|HI{3IbGff3MeXf~w!8iZ2Yq}b`)yfqJHTSigh0{*Uoc1+X;?Lw9qw5RLgRDiI
z_u>>#{flC*_*+CfQ7$_BP&Y<`=e%_G`IkBM?OC{b9;s@*Z33Tc6S^tacR3gHC-vCW
zBT~wGkt<cEa-Bc9-HM`QkmVecEvuPVroV<+?tLvQa*8Z(i@p4$`>!oD%c-a*5zTb7
z7rjnw1<-cI`)6O8w}0eD!EtY<rfwCrj&YqrdxJ%~ag5}TgMQLYxqYL={1oye=NlDU
zZGOFLapEJ(BBma?Q_OhNfv8%}7Z#0?MP$Z7Gv24`Jph$5&!F;}Kj`9a2(lf~Z5y#B
z9NQH-(EP-@jV^Jnw(Gbx(@-x%y1C{XJL%lb{=%jQ=^g!YmZA6e+8<B-Jj(u9Gy!t^
z!V`fmr=$)0N2s8DJ7{HTo@mMwUhQi!s1=c=QjaXvi)lS4NlVSCiDgy)#_~C$W4*>}
z)xWhj7N0ipYQa_8oIw6s^`>*%5}>_5Y~H}1O!>6P!a`-|>6jxqk7}OemJD1(jO$r6
zwmR&MMRO2jil~BpZ_+)d2^pdrO`c;E$Hks3Q7f{&7JE2f_C4`b<*->$<H3*@|BF!v
zk8MsH@+EDwsrOjZex$2=*1$-|&HrUIqOM9Up+qxy7{xfXnlV3h`57Z?SEDQGTqiDa
zxvD?!9|k8Ps%3Hq%gqh4&1u_?W{Wg^KFIb}j?ti(xcA+lxt|U_#-*J_P-|a(KuwX(
z1#SDB>j1tVZ)H!eu^D^aW{^!*)^j@+Hpt9>iYNKmLVh^wYq}c5Hw^c_@=PWMKk+Kd
zGdU@ud*A*=$9yhD#FK5-KKAt@&T*=EKJQ6#&hLAYcthl&&iC0H3srAUHPPU!i>+~`
z2&0WJ`H6}mWIDge($-RCZ!Eg43-9!)Rhrp(`p~>X{+!D!a<exczrTrGeI25>_9hvx
zxA1WW5$X^Tid#rdnKCi|`{BUr5)NYZct^K9)D|T9Ji4CD^$Hm$Xtiz;T+8gsA59DR
zc3ix6HVU)%^|kS8zUkC4sZ*-O6O49mM%7g!X7wi3)aB_VZmna)+|K#NEW_2#*F!U^
zb*Hsj)B&;I*ll^Cx9oS%hnqo}F^l&~P@QS>3ghz;@o%gfPq~#5J}Hv`WuDm<8*<@!
zyv%9C+WD#5qK)gk9FVB{r6#{}%{;RfEOD%wb4dLi+?1N{!S?UfuWeRz3l4l8ZrViq
zq}qIJ(_;-Hq+56v`#WAIq^iUg->CbV@7kL;$<skvmv@@Bo#cA{cuaLQ_(MEPwT*jO
zqFzI|v#*RO8mje)_r{`)lXnJLUAmb--77jLsoOf1g6V0B-yqj0<c@3WX;Dny7mM~9
zp=p=ztJycJ#o3`_t6smg_<6NCHqa<OkPrI9!~<R0B~8bEi|oWa&1HuiE$5mYg-l4@
zwHn_~#eVBHEV&%>B*LOz;@4&a=mjIU9owR|UY=T-_-z_BG$GftCx5_#pSj!%>In9>
zkDwvGtVOf$nIg-_siICLA6$F8O1?ubhp|MgY2jFU)upVHR5M#gEZ}_G;y=Z2k)I~z
z^gZTHnOXF5>XV7i7js`N$l{-xBSYWROZ2`}0t=S2ZbK`Pahp$G$1@@~<k{_JJ<pCn
z=2oIcw)gb}HItv{goI5utmRS-ZF6lD^JRMe<H&R_)l8Epi~aiIK94`YkMH~*lGKx?
z{@veOHV663tyxc8>UfZcdde7&d!1_Q`Rc~rPY2Oku<jcYld{n@ss_hWF_xTYS`zJ%
zOO9@F9q$9AuZT_G^y`;=pc)y8HS!o`oY7Ww8Xq3C%!ku$RnBV1d6@irYM#vLgB?R|
zl(l^@;NV`m<7o5RvU<KV)%S8PPYDpIMw8;T{K)CVU8o5~in08bkrHp(wx*Wj8c_WD
zo*K;kc;tz<PEY9@`>$L9*&7dfm<$0vq3-v7ScoCEpC7PKZHPY+cgA!Xb7(D(v>gfj
ziDhYyg!;nXmK*P5YQy|Vj)uSS`{2{vo8;Oa8pm?G%}LloA1b)l?TzVJ*D0Dl$q{MK
zC|W0F?`v`7@vuKh-|F$<^vN6tey%Ea^7^<nh`z+Wx6kC1<VlW2GaHZI=VIe(MjLPF
zeRAt5n)nmPq0>u0wrgE-MSJA^()YXkPM?$!>3p*#8riLtm-x))+CG0mRz}+Oompe*
zmrffZhCi5%UZ0llX{D(yb7uJU)q5;d=J2b=e;d>02rT$-_zgdq#o|8tggC~OpN`A$
zi_MqXFYlbfBiuuZ*RslNEWl4tRnpPW1%Sq3Gc~u@Qe}vJ&AuJSWi;CN%5HvnHF(5i
zCF2uDCd#$#8U?23X==mWmX>g#5k4@=h=#f3An~rxw&94S%fD&PEm=+~sLWuH=~DkO
zcU@vhnOaK`rrwzUCxhHZr)~H+`yUtz$G3(m>Xwbaamu~;GbO62iwX(4XL7|BFr-}G
zI~w7bJsu@=+LXq99B2x%a_5FG?JLut;yEo*rKip+p;V4+it?eIN^KoMvoa-#z7svy
zQ6C|XnxmSc-inle!%xzd9PKt4UGL&`4EuANj5@y78r|S@sWb8jlyq3FqokLBTMTlo
zjaF~tZS1+kXNRp{_(M}_J~vG0o*We&UTvsinwL;%GGmJBwVh$24zx{#><BM_>7ZQt
z9vUj<GSMsCH2v28zqBc$eLgDINhJ!(SD8|9tP{(au|3%KXD6hxx}oOiOH^J)ye&Ro
z^N?bC)3rd}poEw>jN6>B^N&Kh9)&X3O0iT-5uXqB%Xo&g_1taI2>5PzZ*}xNJzDkN
z)S_j(GqD)?lymcy(Q@dJNXs1~Cs)bhd*_|<>Gw<$i722KcQWSQT|~838QtP1fs^=o
zjC0CadH|v`)Nbpy;ZvQ0N*n&L_KH(&$5uVIXOUfP$F{{@5e2FCHpNCpDb|-q_#xzI
zvG$^l@(<Yf<cBDdcsHEfNbZh6Nk=F(jyYe)IBT)RI(Zu3#-EApBAtJlvLLoq<`^Bf
zjj!=Hwxc31gB?Wj(Y5c+{$c2*oQ){PE<}%X_KLQU7_=|`*;|vf#{;euamTo7C=~08
zDHZul%t^Y3h!n=zud9{`03#Z>jIk6I%CFy>x10q|!x$ePAsJ3|3N^t<2e-!zG0$TT
zQ#nT4<>-_(i6rj`yGn<{oU3eyCzE$>{h-R4{XO)SB78MxCH_o_Zu0iVbi?lB>C2-d
zBJ?{SBP#aRE6?rwp1rSm5SeIdG}RdJp33?3YbFOh&q9ueYNEQ@)_QtDzb6)S8u24@
zcH}&;n&kKKE=#9zZ+@}eN_7}@MJ2mgnrH26m*)IRdnq_`<T*}*L)!fh7y5GTZiv?W
zSuAhp!11Zl#<C<iZwEbIu0!w1A+V^*s%~2EiHh&c*q1Jf)159%v1(`G+^*@yE_Mve
zPq+6)lru3@*5*GY&t=LZzQZF~`Rwt$vHq<+ImArewmzhNbqukp>zK6;E$Vs^we@VP
zA3Q%tAc0499sB#ru6M}F8lZch4A~g6p^@F*n=<PBLEGwFul26&D>G?EXq@4oD~fJ9
za$V}YmghtL7k}xl{XccMh<^L}8T1vS6}4rB$|V(YP(B~5{V5RP%YulUD|!*1Lwz&E
z#Oj=haqX#{nEjHTOt{?APtlaMws(=0wRUN;e6A6gdB8hF?j1$!Z?MH-Kh5M3?^-@~
zPYiY4ywG4@&8VD2(nMY%I*lhtCPMPciPr6iL|d_x?5h>IeNkAve*<elXAnC3t(|ZB
ze8;*lLP><%W@Sr}>eLg$bCxbVztGon6uM0)kC$uup-Y?b<|i8z-eE@W4gELAfh>Py
zzEbWNw$Uf@3)!3E)IblXKHmt9PFG(&^NYzXneOL<WYFU??s|hp)H<27l4V7vuv)qW
zG`6O6d~Qcs>J8)j)=*NBdpNwuGsCHDpsfGYY6w*uzEU6gIzHv@sbf-i!3%(<ckRz?
zWa@_yX^rT<hLCKVG{>5qYo%OSH!N{h_qL2V>wUESXx7SAB3<`XI6ugpZ%3j>l&PE8
zSMOanT|OPi1RhK*1DaZ5qJSMM{OPfMlFDXJ3dep)j3{XzkW(8Ws~Sh{mpjdEsMuyi
zebD_uO+%m+e>2?~QSC^6bIaA(p5PtDmW|DGEn2#Cx6d*+iD$t@7Wy~)-#iBcC)+)b
z_&wGUAzdlwAP(|Vdsw%nn4_!%eKW^+;xUr3R$jJHj$D9O$f=}`>*PJL#hL$Qu9B~o
zzDt`9o(whBe#q!U*luO%BShZvO{)>IBXx$hnrJ2w--&t*ejtAF1N%L--;(`^u(!%$
zIg`3{K6H;^n!aVrWo&obaJ6}*#5nlQp8qbRI+D|h;iu6d*=Sk)h?l+5`MuF;CJWEK
zZYC=}bvlXLbH6c?f3q#a-`iak-`e)Bugy~7!%=@zw9}J9`P=Y>Nf7nik&AmUip6TF
z6niymRLUzIXx}m#<;DE(zcKo-AvCt@+<(x9s$`vF8qq;cCBaeMHcGNzvM1NJBGMdN
z&32^TC#^)Igh)AZ*HF_69T6eh9Eb}eTel`pxpYH0=geE<%vieF0g(9i<=G!?!{X_<
z1{!p?qrE+NI6vE;%iH|g<a^txqq|PM3VxGCe8;@=E9Su(=e9{WnA8m|dAnm&!u~?3
zznbTOMu_@ML2(Q|GV_U-R|OM#s;<ts7oD(aWS>&JU1wpUT`jT9OeHO@%J><3Yw|M1
z<JJ2ImM8lq)CR5lu41$xA+}&L)M?_K74#4sxtSuuqK<B2`DH9bC-ECj`BD3s2n)7B
zRk39(dz|t)kLq{-lYtNomMVjnp^NuboSrIa*UTE0*1qtVPLZ^HdJ&Od1<6(an9uR!
zg%JB3;cLueiKJyXu^$A{#@{UVer0u+{}^=7Qs%q2jab4;=0~12RmCsOljGNYW2KU;
zm2slE@s$$Nb%b~_^hWj65laYD*VD1KWf{|yYTpc=IuYqQ{Y1CEI(8W=UV7s29rHAm
zxBBf0qE#*92Rkc%PdOc34=mPU>&i3xk7#vYD(97Ko;=9%97#8wCOh-cFtNGg<v<hk
zOWK>G9&%=kG?NnR?zVU=)-%g!<Rdy7p9YAlx_$dU)^H_nM46dV9f-P1Kb^ORYFuZg
zVpc-c*QPC_qSxdU{_HX;?f&)8oLbKD6QNP+UQVYo#@5pkI2F=&jx~aIq2DtrwKPd`
z93D*vq+SYouILS8f;6s894GDc=VRlkC~}jXI>Oe_9i>k}Cpk-;R<`T3GDg-zb@hbn
zeCU;+GYb1u()dS79erw7O^2yUuzW6$vp&*bn$f#&x`N2KbQ*g`0T0bnVXmEuG@Ba7
z-W4{Q8+_DzO>Y>pd)m+uS5vUmxgQsMF0$&&wXrffWS+D5)DXSB(ELl4!eda8amMfG
z)DaUyEpmtIx=nAhRI%%;%}U%=-oyD>(htW_jo#q;c=ISsn!UsW#K*@M^bWe*D`Zao
zhVi}y8=Ix(9xhLkw9HQ?9h>eGdS^u3k=r-h>XjYleeRiFK(-&h&quSLP*#X84Kx^@
zeW~w^8s7Y^+x5g6GJ0FUqN-v^+Iw2VWkl*|74PWhVy{B%L&SY2HM%qZjK0sglIjS`
z@u`CvuBzjl4PxajOf8aL+N2)iVp^O`zR%jk^f>~DZg^(51QdB~vMsGnC(@}<(XWNh
zygzvD+6h}aYppgpJ`XXs*!RZipZ;x3o%r9)<+bLCcdNTJOP2lVDZXDd-Nz;)bf%Fx
zdo<|F<FRPlHoep8=#LTP*5@*MSl{H_@LJq526~po>mIc)ww>dnjx7^?^ym_|;Hd}x
z7+Vk{!c*i<nb(8ottxZb611I~TtD(8rjd3KDWmzskYU67;z6fRIjtuV9-sS2F>Nfr
zEp*v}1K$o#A=$*!y-?sSPS2h{iKsy&iWj4;ndQEf>A#5F*PQ13r=V(t1Ij5wvsN+X
zzRbSfOMZ%|Br7AM&ft3?cUp18k`+@$XGb@FMG`_}IF<Z5&cxh{F=&#D9&V>pgap3q
zi-hw6SBQYAc_|8rHSPX%!MdRP<(c?Qk)w(!)W)m)6!9c+!>uA&M4xb9KSh0~|06W?
zp38SzmYcm#GxCe3t&^L5(NH<_$_t*Htl}G!=km^H_C~gxtXyt5^*N{10Z@}iCAZlo
z!?pT`4mhvj`N?9km7G@;%c7^-s8f$9StdvHWXQy!gPsg=WSq4mOVZX!yak)6<;ZeR
zRIvij`Ajr}hUT98Pjyx#mW5oxprE|c`yD-<vKJB|(Bvvo#LXCVA>=w5&nbQ<oxgHc
zIsT~#hk6=``q^?u-*9Zf*!A9W>T6|(+KKXN*b3}c=~gyk-!}QE$D$~o45%X9$M(B8
z_t@H<UynsMV)FfLlP}@uTfNLB<x}Gi-j1@wxvX9@FF1auHCc^+Dng)aK2!TX2~d*N
z*w*wzqB};|XO^(AOC$X$M%H&POGG1ifj)T>X%(ojuZ_BCvVbqDbNnpSC|IL5-zMg5
zPK(b?UeWS*4F|d2NM`$<n#XoRpPCj$ccluW-W1(dcW*QN$@3ZUDVa)ito2K%lvf2Y
z`{u<fHjMCRe4L*2%HM}4F)}1)&uPS*N<4|N;Oi<6;G08!96Xo!bhk>=7DVL3(Zh}h
z3-!kS#4bba(LN<MX`kAioUQbV&qB;WVg$M}zPEGvg~>Hp$T)w}7Y#l+UT%tpH6?M&
zzF&3o_<Y6MZF<h*_s>5QVL&4?zd`f~ju=HQk+t8sj>7wk{yd<N2ds$_^*ASNadfaR
zpR{f2gR>ajS4J_X+-cD1gx#^Tt}dEqXMY=fcX`aG;3hX-e_%7)3DFNmCGW}Vi71y!
zp3J5EH2u;!3gSV}$H6P&U1Ic7R=aICLMbu^58uURfxjD#sBtG<B>$CIg1^D`m*R?6
zR5`EEAZw^R%RRjT2Y&>Nku0_1i}l$OJ~CyV3)+in+fj|9=BvU<SvtB1(CB`j#!^nP
z)#J^rr8ELo-uwB+p15z#Va|g{);F$}>|pM<#vGbjy=|!E&)v0HlIh#D1r~I!H<&Un
z`E~iX)nLr4Bm6s@v_v`biS$jo-cX%8RVowp{FBiMZJoHt-z)Lfzb_%9YB;8$e_~G>
zZbA6DMY~MQB*}AxJ!uwmUR-@+Rc`baJDL;Su$EK0rBB7kV$D810dpK^1bxDLAN1ts
zLEfGZa_^Yvu)_|JWrutB4RJptC3_hoQKjbgd#)Yf^OcauHm+OjHvf1Vhcro-q<PLC
zY$ctdQ=XS-Kb4(a=kg?`ih9<#wTw(Y5il~7azS%k`ldEqa|u@dD#BHt!N}iresbz)
z#!tmae1}7-$dKVDT7X{oJ98RQb+}<Cun+Ib$kajRw=>rAF4wtzDTa^dvpGpud#zTt
zyGL~^s;D;_Yb3E0MEvA_1XW2S>En#^oR9FY^-hBLgv5vx|2hApuVcvqQQs}?5hD0E
ztwP>4tEX&7B=48e3Ar@#Bu3@^$F8gP$g{?0A;P2F_`hA)Uv{mX-pZxD@@w%`tBsr2
zFtP73zqG@(Y~d~=H8GcTA83kJPLsz-+hN@wBVUKkK?ibE7*UF1lefd~N^wc7LqxZ7
z<vONKgi6yP^);3Jtj6C}gD}FA>a=Up+nTe8DVk%!f+Ica`5o$!?NrDq6=6yJDtAqS
zn7)g1P3>4>&PG^#f?9LIOSA8-Jc_9qVUgWjp3H1TQA-gbdg4;|4inDEn`n*XYiYvX
zV4wK%-QIE6MVtPQ_GUw=^wzHPunSa5)=v;f;`hr>$Mi`(k9=or%#&CvOuwrZVNMDB
zHN`XTuecqUZmZPywQn?!5k`2Z>%$p*x>rLT6lA)yS5m{D`CV+8TF+EW=Nut@Fx1xZ
z(6Q-cW#jpRc8yn$MK{g)1Z*xrF^2fxpUPDHnTQ_R)<334xmv{@374g<UcwX~66KPR
zHZ1!Ir-zIa&Xn6fEJvL_k<;j!Nn9JM5{)FE={p_OSQ|U`Q{v&K1-A~4Cq7kdN@?L+
zOjrM|oI=VPq&qUwCn7qvTCALJJSn5nT*P>bz#6VLYL&DkJq^@aQm$Tiv!N%cA<)^W
z+fcMcUNvl_@KKik5f}4pSNz@inaiIrQ<USQON?2yxfYN4xHrA%SVL>e6Vgq)Y`kGd
zIk~dbGqFUqTyEN_rdz_G&b#;ddVCFP?WsQc7eht|ajB}@>M6yzV@%rUxQ?VJ4`U>?
zH?I)U=5JWTz1VAu&=5BxQRQi={dvPY9kDwyT<$aH#MZofPO<n&M2)&^h9XyK5U&)~
zWx!+nF%snm>5f?Hd1uE-Pc0Z>AvVUlF88P+MKP6gJzMjnghINQEr|Hd<h|m%v+x(&
zY6J0Gl<*J-x)$c1*2pRlqqWG&79><7Pc=~;(}w%5>!!#0&OnyX5RKLDQIEa78oA9s
z6XQ|6%X92YmB82r#IiB{_Ih1IMnl!4ag8$Ro%K0QYT<2ma|=p!Cy?#%OpsT+G}X!-
z#rPOhc@p~kOoBH4-YErZsLW>~9(#SKHuGD$kF+l$&lZj8<I_XyTn0<*S@cBd6)437
z?hj0Px{j5M!rteYC{J}x@Vqho@AXA$*HIS+l2<ELQ<}!|8cUwf%Fd}2#l-E1;`fLV
zsVA#e|Hkh+rAPej`DaRaum}6>Z-|kBBkj)gObT|}H7^m{Qjcrj+4C5WIuCWX8+n8`
zgO5dj?z7Oh>F<%}G(t1tmusd^_Zz;mOu^Cyklwyuj*3nsd@fm{+{U0Od+VPFg`!%g
z4V?P5z^VPw&~KHp6JzZ|M>)Fjoyk+*F4irljk$NueeOL7AJa;l!ZJ=G)%Y88%`<%x
z>oo89NcD6yf?Me&jlh=1sBb3zo>nZnBNIKKNoV%IF^hLUs9JzKs#??_ihak3I@<q}
z5Rqf`j^y<D=sZT)YIqsrPv4bvxwcE^JM!>0e`kGHvGm0M{*+^}*A-!4e`ng$hd=++
z{yPOdsK^l?yKW*kncvSDA*24S_urOXiMg3msqTb<fXv69NL0C~so%CrZ;U^u$)_fx
z*fVX)Q(T1?oAW2G#l_z<mE!m_ITrR8)>XClrpk0%5qB1Gp2n7~yyvmzT;~+Ye~Ks1
z2Va$Z!PrvlJAs^I<4KH!DCoQ49zS8cGuVsq-nu9nLOSyIjlZ`}lJMx~R6?q2PFO3J
z{0&MRldq3HBs+m5m1^$nsfcxc4IT2&L|pSd&-@*+_KTwDn7`p=c=TpeCpwJ;j}g#=
z``y`(R;`+I<rs-gSTwf>7BV2Uc*sDA-+gRl!sDHSoT(Rs2l%bYt2{wuH@6JLJbR&W
zn~>0qYs67Z0Tp|05Fsw0;xON{jjc*sw(k#TJKmIphKW7h{KVEgi4m#FpAbcS>RYXe
zaG>iHwb$$)@2l%_J|UOz>8|k){p%aQBHFatfmkQTv{ARIx{$QTB+AW!q-X6Y!s1rI
zV`92rk#ML~n&#YJdOjJrg=a|b99<dUiMZ8wvsFYPuZ}nx*8vflzB#%G4SqU1i?}0*
zZN(9azIPKwDAafQv+;)<MTDXC6y^4VC)_`TeMb8t6I;DtO~tp^$yi@6;X%if)BW1+
zy!_7sZF-*SG8WHwX+B$eMtK}=79_f3R)VUT-%PS}7s@f1=}X09zuE}N&}lyo(&$o|
zp98E;EYWNBeXHED!<LHs4|Yz*cOu}aeQlK~bt#ZRF7Y_V8e6qB^!!v=F3FRj#i)%^
zS-5Mo{OK(2)Yj}%&G$_|6ZgcFF%jv5>6YPU4;!AYC<O(-H!jyv5fnMc_n;z^86fsM
zLgvy(_N{fgImWw0J?_B35B8ovcD%j|wO`+y4Vbi}K(TbX?XNb=hmX}WPT*!i&k2*Q
z_FR@cEJaXg-DqZnGZ@o;D&4i8nPTzV2AO;HjDCz_KZ-yPtYhkprrH=+%lG6AIFQ)X
zG5cVcgNS9e@0m{Xnl2}J)c6hD@%H@v&2IA(&HkCz{()FxVkF?u<O-)NN6}lyl~Cy9
zq)4`0mpcX#Hyl8jgy^wZi#SVu1g8|!DjSVoM=vB5pI27lj3a~n<(R&|IhC~WF_I%R
zk~G`4>{V=Gb2(yfG~VP}qX|1teOE$+g{=iGSZYreJ`eVKEI-VDy)k5^ZI8sBdt=fp
zW75aVn2@=)PJ&vV!3X?n@hqLSh-bug`_f1EcnAx+d0B?A_j}^;uEK<8nLe%Aky>8S
z0f&|ro;~sbwWo`jT-i@fI<eV9JM--CkK|@=JxCvn=%UJt^5>^Og1;bryuOpEZ@xU8
z6!&uIgOG2*{R-qGh!=DpYvhM=l6q!_BSiEAG2PBCP&$X#CgS$SLv*ChM9B=<8ESJx
z40kP}!f!9x_I<H2wFI`>j^^l$<$7iQgnb!P4XP)JcPYYC4uKBg`=){5VVpx~jW}c5
z5+kA7K|GQEw%=)I-e^h_JxSj+ripGq*t6ojrjy5Ld@`R7eejZ7`49VlZmrd}qpwY#
zIdx=sOOid8lA38Nw#QDXrYAAgxY+}*BmM1PO{Vaw<A{*D$@E{Z!BqN8`qnA!kf=So
zrngC!x;xJ=ti7^9eY5{tB&()NQXGoUvHq?!y`NJC@BP|HJ`$(M9Kxx4CN0<zbhNDP
zOQRK?uk0(uM~bJ_(3JBNUXqk$)cUDNn&`%ZVl_Eex=;3%ZTxopqdGJ#r$6UkS!YtO
z@hGT<gJYZQQ{$d3j<x>WruF77x(m;0KYErBN3y2ue)^l3CM{guhC=zHb-%aOKZq?r
zdhetml&QZOHW^Dt-ZR<bA5AkY%^0H#_U4v$Dka*La>8KQTUTo9U=6ogB`1D^^!7<|
z{C*(a;*>rSovBtd^;Y+D)00?{hvsclL4ItuO&iRA>KbR~(#DhY_OAxJO5cB~wbVuf
z`^mCyjh<rCZJxJ>=rW$7qEo8P-mXhgjEI=GM!Ly&@8btVxRlL)X`T{iUlgP3=cBHY
zwJz&1HfWZ(NGD{R_ooA>jhng5gLO^jYj-H_sly|R$=g)#Ux`x3o<z;uQ{QJl=zrRY
zM2E#)WlYc>C;6I=T{@B4XK}-1t1Z9WCR_3pz=c;#2MNDVmPfZaGuOoLTIjXzK}E8q
zz3%51(->18lCS^J`W}ccTH-#o;ze(=b`CWS3VoL9{N&KsIe$Dl*ZD$6j7rUY%1?i9
zevKtYpD4x5HQsr|PtCA;e@&9FgeRJGj5T=;!ZluMjt|<DCNM919%Bo!hD&>+d<rR|
z(~*3GC-_{hQFA<GHR3m2<5Dbr%k&`&Lw<URZ!S@JcAzA?Ye?5^v}cEM&nBlBnU`4q
z)ZoZJvqmv=q)%vmeW6dkvFz*^86C%HR5Yv8Z;J+qweT`BS;Xc0VOwosi`T5K>&sL=
z_R?1LeU3fTWxwV~kDfc`>rP|;h@J@srt9v$@5DnlNMGT((<MXqJbS*eNU;~#df!*f
zYa~9#CHsfo(q`bYRgTY6e(r0Yl<_#{-1?2Rfop(cc!sxxjk#w%arqrE!V=qx8Vcl}
zDbd8U=R`7aF{a27NbqhsSLE*$gO+M$N63mg;!+O^m1^qNF@0jqn{%P&Nz5tkMJ4N-
z?j5G;@}z)ge}1XQ6hHEjoo!|Xs0>k6gi@sm)BQQ8N**-y8wU0JH>ML~-W`ESwoDs-
z9M^I;<Nm1F_o4~%)Q53;TG7?0t{!c?L*A(~CXRA%)>XinavSK*BO}h-)>8i$FR9?6
zwPcaY_I7`b1tvJDy&H-VN}EKFu(@oL#l8s7lJ;!LM9~{8?VkF5$sCa<d}}%qkHfpg
z)D!R9nqsZAHwMu{Ig?w45vr6lWScd~C5$J?0lw*&7F2iFd!2e`0OmM+Q|Rprgtv?)
z>K%?b)JBz(2c4s-?*iEuiR$l8m6#T7@pCOL6h+(~JPZ0v`buivX{{%@r21`_<?NYj
zfPH0^+>>{k(hpp^(Frtr$_AAXx`RA3Og9iyM|6x3?@=#|<)sA`*(Rs2vNU=!=Mz0I
zvW3d+)6GQ>B^D7M)jxj<WIiXcj0`#|8l#u6A5O9aQwr*dQ^a*LIebwNe!em4y)?S9
zpX9;tzn)wzWhWy{%Jips4yrdyF3@vXzDXm0=UDHEGRyhD9F=<WnGL1SvnQ`&lyd~y
zW%Gk^1`CRW)AOS3@$3Y-XS09Dqmq82?t#A694phue=|<uy<QEBnq*kM0j@=ZqMxUG
z{`|?Ddw7j#&?Dzdrk)1V%{o_)jZ;jLN&CFDIO3uGUOOMj$2>lX9Qi$PNH!Z&IO+Ro
z@>*@gj4c}S3!@hv{<~p20i8@wO}>vmZ+J*#6aO-3A+*8iuxLvYNZwf{`hjg1cy3yN
zj(BP5uZ@pOIifxFH69#Uv_D@^>d%A5T-tN7w+{s(`B10!Dya>pm_z5SoIlv&@#FPe
zxAQ_~$Ni6w><N-W6?Lu^Z`$Xmcj80#-a=VtRp~dx!*)4gu7j*5-ZsA5eft|x2whap
zckU_6oOm?%kEWTy#CFKrhK1<5rv}R3fhX{cxt8aHy&&K8>+t(uhf_`!+P%rz?nU0l
zrDNF(OP-qB)$|097Af0;Pt~(u?H%w=BHGcxw-p<<q%3W<v}02QvpaCLFJCW<jq^<G
zmvW5{EJlc^*LQbVJ!iQA0))xK(~TfZYB5uHR2);sYfZP^et)j|Q8Jo--F8OgDPs+=
z;hd6^W$4|{RI6na2h~oLZPzqCPP019ndnsaD6@fB5xi_{2$JeM-(&9Qx;Q??V|`fG
zLi9bt&$Jnp%rth7TpN);drA1cK85W&6|Pz<(h{#N@iwQCM<nbi<c7-g#qByRb|cSp
zG3ky?!*BKsXtJ;B4pYwPmGLa*(RL(}b=4k-5)ws4%hBw1983I(DWd*f?}wpZro6Yd
zuP%u3sPANXH|r5}QMT&TIIs~^2AQu>-fG&H=blz?zaiocXAO<_lWAo#Q`{IH&qW`D
zMq5YJ1M}u0ZZ7q3?Jv1R%RXzUxaaMlf6CUsuZ4;@rfGJzXzFfY>=$0>__Mt<;8x9}
zZc2HaL}bqgTYoAv%EZ)oZQQW#r>-{k+DaSk8>;irm^$Adk55LE`6N$1juiU#<mKHw
zJekTY9$>QRr>TjL&(Ii;?%lg%zTg*@>HO>2w}<CDOUSfyu};SK(@kSqv6+fH!V|6j
z!#J&3(g%Y#oqRZcF4hjmVAX8$80+nc9z8Wab|%+$TDMRvzmG{z$|qBmE!9Fx8&rCC
zGrcnp#Wh2^0dp-9?;Qz^Q7BVfKQ)l|0$nC<9V5~HfjX<QCq>kqiyrc<b;(EC6NUG;
zujgs{qDbe#<&>PidyZ?p|2-q07zq`YS{d0N4H?~9G%Z>U&n)tuBHH-oqpKh>-e0Az
z6Sl&k<GgNI%GS2&mVBxgzULGohpap|6k4l__2(8nH{(qZ+EaIQx1{JY#ljYLqWFKa
zoD_Uw?ue}VUoGZQpV0oEO@xbSczIyHv3(s=?w`jeNT<ppq?p?=rc?Q;F&g-`#;2YU
zVF`s-zSW29U2o)6$J6+(%lNgwcAiQ#*#*v+_M62L+@^72iK6!a9mnp5vF%Ki_~m*_
zUtcpuLmpVOv{b$$nzU}?t)~e+xuS_<q_>0}WxtxNP<1AI=bfnOGdzzi$NreL3qdym
zpd(8=^7{H><mr+m>0W3}(NJBAxYu_p-uU~;^paiGj;H9m*_`X=+x2QJ6=U67x=UjE
z-RdHt_lUhH>{KdcQd_1iN?z6!gR}`Y+&6*7RA|w*OiV_!n<DU-V4V(qvu>cE)_KoP
zpzfPVQc2%WU0mOHe`Fccmff;_^?!*<+F$@;riZYN<@#$+t5~LyGF$MJ^Au~<)=Y9)
zl4BX-1~4i}!V;aSRwS|ZDO2S$JB30rt?I{^T0Bi|aGIWTX2-8trViPlR^%rOi$hj>
z{j9fb0H{a8{SIh;a_VdP7u3`DE9us;4JdskrwTbcq-EcjJC|VR5!pm6fM#Pj#m+D9
zx8U!mpJI<Z69w3<c(#EION-T5qT3Y16sh`Dr}N%y8sola-YwP#d4{$0{k6PZ!l=At
zL{0SP5xMsKyQfq{4)?59v`8Ud8umEH&JIlc)>2PN{%x`LobooW?eQf4_A%uYgXEuy
zv~1rUclmctaeZE--3!Zz{A?#9r=QMl>m7DE)z>wRb_C|{vb^Q=$kVI7stBQcXD0aK
z6MQ7U=}nJM3OZ1E4(1(7k;dGTUsfCH8_{mbrqE|!>tFYeJ!3@ljo~G|FzpAA)2B+A
zo?Ob;b&LF>v9?K`Qu@Y3DP~30i3Be1HH~!2F?0eg{@Wkk>s|Mr;`=|2LPbCS)kEd=
zg1u@N+oeg_mdAD)xv8CPT>WJ#-|(j=(^EB;aU_avDY9kiML(5<)7^G+&`rwt;>*1l
z_C4W0vOnm#b!t8to<27ZSRV7~&@!J%6*EQ)#XUAJ_X4!&v65AYd5mww{_+^->8K}6
zQ_M_Ylx~(pZ|_enPIY~Dy?11qTOm9%Y!G*qGvnj8(42~IMB`*M>hPqAzWVI#HtB{s
zoWVV|@y8y;RAOC|f<rkcrZ)QC3a|}_ZvONwSooc>tnBY=l2@TxCjCgxf~gTscw8qs
z=6uUXcT9D1e1zUnr1*Hqmw3nWZ^dr&Be*9G&EzOs)#!ue_r$lcMD0%{Dm&`O7bf<5
za30A+@GG%2f2u*-l55?jn?Q>#ah_fc3i<}Ub-$SWqoSp>wXFR~tT(A+5RE1&Q^lKV
zTuIJaWIy-TH3?io<#*vwmy_M4KFSPmX&R+P`g2rzQbNV8I3Mibr*Ff-HbMDFdqfO5
z9eEN{giHoV?wWT*1(%cWn9A~#cX#!cYC4n0Qmu`Y<#?rkZ8i5KnLbg?<=iM$p3yzR
z3Ug}&^zm3&Ssyl2vInT_v*fbTn{(_+aVl}v%hSwzR9Li`n`y*x6-d3Z)KSPB(hubH
zV(wp`&Mh*zqCA&=IeNwTQY||DeU4|3_$_^3q8BrJHC2?O_@~`F_)XjR$2siXc>=x2
z^&m$na#2>XuI|*krWhlVk5Y51BRZ|Gj}jwN)G)5u#1+l{+B3p~XGum!J;%>XvZC|W
zzj7X9@f}6j=<z3FRDE|q%)is6n#oj62jRg{0f{Ko-|mjzKVhMd4V|P}hX~0Ya-)4?
z<Nk1=xNQ{Cp79?Bj``<&|K9hO-C<8O(Rz-RT^em#AhzD(pkr{Fajv~eb>xId35`#y
z#6E#&a>H^!>^$wQk8;{*GOtEs?;+ti9?zI6tKwRz)Td2eVSgIQ?t-BXRqF}NrP|{a
z-?EoZpz35b^BKJ}rx6yi8S<2L*4OxU?Et>vy^-&RZ`xkGhKd+)Z)u`3<z6M33HF-B
zmFc_(u9Pzp=H<M2tc^h9`sl8CbVLCqJoLpMK^@ls;#T>-17d~!@#t1U<=wQiBlbmF
z&wLz3mAD0MN;WsQuTZBY!&Q>A7!~sD-Dc8{)Gd~7s-V8HH|LNJKWB6fD$5(6v}34*
z4^3|a{YB3#&qST6)NOGD*W?w|&sOhmY3Zs|#sok6&LBhTN?p1w_y}7<k1@#Tl6hII
zq~!KHKHZZ27Jbb*+qb(oMjW4fMY3hypch(nbY%JD2|Y9p(1k}%-TiyyIQ1mV`@qR?
zX>+9J8ls##I9pEKHk{~5G{Dk~R6CNK&Si?B8?hwHCC53^RwQNH5%G@Oy<|I{7zf@4
zF(PNB@41R`=!OaJf}?Y!RPFAIhPopf#ibdWb^I+gy5C@mgPtV3=dUfor+cbYL)(`g
zUSs^x_`x*LUknM;IOQ3;eeq~E>HGr66U%NqF=Y2`U(qXz4u7#YDDuPD^W5U`#9B$*
zV%m*9h$K1Oysd54%&H>G>?|wqwr)igQ@Dgm+enEj;*5vW1v}nGrTC{}JVb?LgHF@=
zidJFEspeV!G5jg<&!g2fI`!3v%b2jNHM~0xlPbnun~hG}aaiO-r@hZT(d2m>o-A=o
zcV*_En4-GeOh|mz^6yMlH0{=+7lXbB><HOwwD{b@UJluIdXatBzJckPEa8);>RTt`
zz7sZr(sPhB0nrAYfcKWkclBFI$kDvEpFn?1dF#3~wj27}<+vmN40Q;$7LvnvgzRMZ
zjNj4PDo5itap75m6PtXDe-P0I4?#IBB>bMqJBZ*|Le8A}5qYHXcRKHw+*OnfGAz+}
zALVJ}2~5yzA5B`)S&1J`8#XyW8#qVrZF!SL>;vVer{+n-CHBpM<e{P9+;jI&%$p;S
z;03UwovDt~prAX;vy5vR2dgZ)Z|OEH^(aQ%A>)Al(+Se%Fz#oGXwx@u9-*O68xA=d
z-;fodiF~76f@+_{Xw*r!&sokh$2^H}&@nEZBD!EhJu0FOoc4v((ka#>(-WRc9#0~C
zXkqYq&YTRjZb0Cch6qzhLZ=97Q1Y1=ll*;781!PV^t1O=Q-7FzkqBQTTeWENchK$9
zuWW*I>>1T%N7xv*T?3SIS1}Sr+cmKf9>M--l6Dk_N_D&=xP&LKxN*70c?1?s(|luR
z>&4(PKR^4@?CILR$5si-HK)#+a;;NYuI;^GH{|{jl<xZ7x62{c2=N(1KaRIXADN3R
zAtHOEdD3|2f}ixB6MZEt(5J2*L~YHHZH)l+bK{?i@gxnj)a}e}#r?5pXQ=Kwl04@Y
ziyFt?=gN1U)NyHleW=^izB66;#`GXPylBExpDR$2yZ)=;Aw&A^?3Q6$&R*|tRY6so
z|J+}uecOioYCPCnqB*It1<KEG&6DVyEC2e1d1W4Nyc<bUj4AhuV=K^#iENpB9Cg-f
ze}1to0b7Be{q!QohfL=bqAt8Q*T^VhE$|A-){=3=PsF<~b;azDi8DX8?>}DT7?$<X
z5xi5KkL|pr8>x>#ajJ???yZtjfm^o+Kbj36j|N?xOY;#r$a_9&qOZ0Mgj-@kP8PX3
z^r22Wk@D@c?}pr6tf%KUxAT29Ix)`dM|v7mSTEmhA9E`28>vANe<ntuz4qj!#+tBP
zyVzgrK$V&paDQ9sQ|QU>iMg~lO~6s>y|+fj^)jP<%IjzQh`2c2w^HL*9AU}TkqmXb
z!$Y&=>@|uk`7xN>Pp<PVxT8(J-j)n~Nkc|@=d<^{|4SLDBO<`@_OMfD=Cm1PoD2KP
z{J?x~r1Pdt@8mzl6LE>#+r8Q*pS`Zzt-riXk!bTAXDZ#&N0$QA?YiHC&IP<?w&ZGS
zF29fU_1<WuA*GSD;f1}v%;M2|uPx}y8#nvjaFO$tz06+QVBgwr_CM~@q^hd>TTVea
z)exO->h`2-K$Gz77%s)tefPuX^it12O_qqMroQnseyglWy1&5BD0vy_c2UdkH_%D(
z>Cb4oGr~ze#dXU#pQvYgLN`bBnb(7VUB;;nUTy8*3{W-4%UnlFgwQt+xI|H6edQ{i
z4R?X!pT9A*Y~ha1#L?J@WNN2E`p$$da~Qg5j`yx*39zJiJXGB!6ZC9EJvGSTy400?
zi?L+tGixZhL54gF9a@~HQYR8p5XpJ|jWti!P`Q0W_o3rtDL5T3F7|#fm-KR=Xjwy3
zfsP~48jSg8)=>Lyf7jUDPoXJ%dakFZg{?HqO&^KR?_qX)SP=Pm>Z{TYdHT_Qo1qmg
zdguL?^$znYNT#FJ9xBc6``y;+o{P~E3kml&uRX5CFY_MG>$K194mLXOkU%<*)8l9r
zd>mv_TmR)7PNh=xYNH%E+c~}ENiXpkT#DtPT;65Nzo?xE^M5<GyZThgTG!}ApCl0{
zm5)O6JT%?-lS$)LYjY+(9!_#DZR;A7>csrL)@i1@Rp!1$KTeWgX+fn9f$0gzQGH_P
zdJhYi=EK|@#AbP&1!+gy#aRbt1LJdFBTxBfTw6q#((TPlu|EIi9@-&B<ac>;{@g0W
zwHB(3<Z2`N$muYB5}$`<T9L(vXR-pzRUkaB99b^QwNI9jc?Pm3homm%In8QuOsU9E
zEg{n$T-}nRt!e2D;&0qEZN-MI7Jc<Q`^o4nmhr$t@sAq`@7pPiZ`^CMJ0)MZjLGZw
z$kmcwAhx4cGJoTk22(D@pIO4BnQbuP@&0C1N_^A5O>97>Vvc7IIr2!lJpW5Jvekpx
zP95IdrD#qU=n?U0AG)YtSn^Ci3eo%1j91(qNe{#^ywdFf`10&*jp%cf&E<Pk2d49b
z%?P@|K#@?XBfszVsPZXeTe;8?eV6Z^#HY*k;~w(Fbi1rCvh>9IhsWGwLt)9gtU(i7
z!!mt9Bl;vif!x4b%Yu$^$p;{Q%{{rAh&Ij$F5&VipoD9T$4}W&7R0l6%l3mzUGKgx
z#Zrk1?(1sP-XqJD&?Oh&LrGS+Mrvw5Q|8yrL0kLOYeIEOo{>)=8c=?t6wh5&lD3{W
zpQ}h5&1rNT-&Ao+voOn?i+sph*%6(`aXOY_JUfB!<(UDma^12|Xxqg+pXPjvJ&XL?
zYM$hX)E%N6Jr$zAo3}>1`+V@(d<%chK{P?E^OkXxW@vI`(+RH#LGS*MDYuBd)IT_n
zIh-^6x+iyJD>Wfag^ZkL><jJ73v8oL+ugHlwQNLb-fmx-;Em}FVK?fgXWMv`=PGzI
zms6j8){S@Use@DWENT|Ir`+c6!ILQ>th47nh`QKB5_P5QE4!dj_L#HddC+tx)N`W_
zyHk2nC->WUGN%rmFCQ3HsJ~Ec8BgKGXllH_+(zWmgZDi}gXb>a6dS;fymLcF{EjsJ
zYM%xl=gjlX)Q#TQvlwYEA33i4Nscs^b1L3cp%YH>YRpD!gDf^<8Cx3_bF@5}Qjy#-
z+DX%qYy^5|bkk<mz7kf82K}@@ni_d0b4E2(TM+0?A@85_Zf(}1Rj1crM4zi-J4P8x
zc%He6d9v(-c+JF5mPZ`K$esgT%A!Gyk{?s^&G~22DR(TyHOvcWb7oA9w(}lSEJr{T
zPjsRCM~=Doa9qbz?e^vSZZ)jhDSFk&6lmTM9f$5oJn|dbhzr&8a&8=B6B)Yuq5bZK
zX(IQR(2#m7)u`7Zw%$ErOK;*{Lr?U5<@4R(Njx5CN?wWHBIkrGK%I2t_AWjV`6<nx
zyf#~-y-IL8Lgia}lwC!>T??1Ivc5WQ8J{*{s+*F{J!I<pduB0x*Jvlpb;nStH%q&#
zj<M*=RHNR@1cOg+(hGAHajJU#t>GlDk8Q}2(&pVdYdJ>F*^#<KxxF9GmML`{BJ3`D
z<JO>4*ly!J#W4?$L*_og*MomcrRemC)P3;fV0YQyf|WfrDs2LkPFR+z<IZ30R1c@`
zI8@5=jV;jlZrM_#+md-KRn_su=o9s=b;+mD#`sre6CV{M>KGjA<saA4%Q>B+5D_QU
zb}9FjrxL&DflxL@z7{zNW#j13aIee#o04Spl>8D>x{W|e|G9rA)>ucN@yZ_^8uU_@
z@=JYt&3W%vMuBwN$n2^!YAJ8odzvoCq3ZR6S>0N`fA4v<=-bt;Np9ly&}Wa|8_zlQ
zt$pTL<mbBHiFA%;O!C}bjYkrHCPJZ8%@osrS%ebBO;94wHN|m99>wKPauoDKE0$wR
z`$v`u9e0}Nr?(wZEnPt5lR>%{Z!9lAn$&!|f^mOoCU5MP;@DePA`U8BQ+ESQ%!OQ1
zYM#Vce9mW$E<^+RmL6UIITrSgDeLL?D}HMy4O_sUpPnH}W68>89d!GiK63oNJ>|64
z0U7cRUaB(W^J1Mu_O55HY0f$1f;@zBN~#M{J&Jo#KQrys=1s)Xm!pxl?AD@GcciAB
z+lzjh8Xpizd2Vl;OX}X<13rxR=dVe}zWx+Q+@D&$eQRGF=oXz9ymHR2Cf`c;ne2_m
zy9d;hT#`~EmY$ui^V5Q7#o3LeH1-|hb2zm>ar8I;c032Kb1i98;*|JboPKNV>7C=C
zpBNeaWw0}Bp36@xcf+;mtr%5~L0#%}_7dm6wO^6c90~e%Uur;acApcg^1sr)@0&)o
zJ*Cs{I3^lAzu*or^tn-o3|mec<Y7;(?pifR<a~o-ah9glf2xxo?+wq9sr%V`Uvipp
z^XHzDP3NQABHf?)xag_$tu)Th7?#LwQ8|V~hH7+N%$Hmvfdb!%O8%oso&kIG<Hg_J
zHo1vz(Eh@HmN}^Y{WdZF5?W$kB2Mq7)!Q(4ueZzP>KHm=qkQ8U+YH%)lA}~7DOjWF
zAMtE|o-5L-xvROaey3JVkD~4;7|S42{G837Ew+NAF&B?Rqe>y&XY8_qo7&uqoQ-SN
z^naCViG4d_h+@jr)4o5?<;K+OYmdrk=mkQ;WC4hnpA6Np7}ZfcB{p<#g8D`&huAwe
zzeFeH6Y+1Z1|s>{<ecd+Q2zs`@fV|({)FD5>xb?h@~}LQ_=-0#ZMH2(Q?dnRD&no;
zyR*xQdm)LbIIrXL5+Uqu;Y$digvS=pQraZS*+Q>)wnUU1Pg2x88B;)3(rXL8xtZLA
z=!IP`Wo?c`mAoSIZKYX$-oCHDU*?|gia@fM<|ngEU(jp&9X+kFY#oPAvc=6%^d&wS
zPQdx_|JW&YN}m>^@3N3RppTmvyENUig>qP$>vq1zQ@9@uPc%clbOM-crte+$J*H6K
zXrv@#OzeAHvZf)hVmkZ#>Qyjt7R56pzSP;$Mx)rrE%S@H0OlvI0>7wLtMa8>(X!Xo
zMxU*Akj=_o6<m{{-kFJ#T&sh2t&6OUK3nC7ZHD-ysWx!R6Hm@n+>(xt_w4oNlYF>&
zPcG*iEX+U<monifuRxg^c@9TVE5^r73TPsaeb^6&ud+<JHmNF|x)L(=*U%@WeVtH@
z&(d=jQ>?G{F5%)9nGXyJyBOkFx-|zF)AfyU1P|naO$PAm-`{7Kh$zsN%6I5f$d}Gx
zDRQPl($mV7(UEafkIk~yWa~gI9W|bK{+T6;`3yzfMkK1QeXFWvYWYmW`QQmZH$Fyj
z3{{La{*|=)5+ZaL83t@|bmpk$A0tcJW{8LK)K0)vk#V|opi#p0X13|WsnbfSID=D`
zaPOI(>V$}Q<VPIcmgqO;co~theN#MS5T+YZ97*4eo?g{TQ&e<zcs$^po6$L=`qoz`
zk*}7$_e=rth9XSI>Dv%A&smBJ;*%^2Zs8>Fr*EF)q8^Rz_8y&Few6WZu5JC+9BT=O
z`f$ed@m&@<CjQknnT|OfW1?OuuBANQbIa+yu?#_Z|L;-A@aF0}rH`PNYBzrv>Js?B
z_;GZ=|7&Pbj-gXsN5WC^#O>epT;qn*z0Vyre>^vM#TF2cT+%tDi-Jn#=}w_nc|AkG
zUPM2E<k*>!^bD*fbz-#0!oKu$KfU%`_O5N^mIp-YlN#TEk$R@+#*8>S&IRtH^NF3b
z%Y&Ht{sl+X9ZCd!DpcN&O{7eH3k%I|1MLd)+3GhYgVU&xp7q}i8$(;Sf5$pHvQ6AT
zsJx=~DU~ME`gYIe(nZxs85rft<E~XYIB%G}-jb6}dD++pil_n>WfbdTJ}l7Qn23zg
z`Tt>&mF{ne<eG?ZU(LkiAbwuWO(Y=MTXMjI1b=V-flr|l@kP|>T{+9;m{^3qNh0y(
z3<kYKd-IAMy+<xfeNA*7?<+OFp9i`u_j=J|7{`l3xYdS4=bOE0I^U|Npp(fMQgw~w
zW`F;Q4Yzf2a|C_p#aFyS)`UDX-JZnjafXTNZ<|L{ual7qpKDk?S$Haa>-PCM2MrXe
z(SlS(_de<Dg>?HFpLG258%CEnZtZursK&X@Sw87#z`fC650wwt+mgp`5@{c{NpaR|
zWCzb;Z`lD4{xgvqJ(Ak-M(sD!g-G+hwu0Iq5>$(4Z`%bPKU>QG(Fuc3U($w0(8%NM
zT&~fMWZ%o$n$GUMd8j#-IvL+zKeENatw$XXv9tTqh?xQ8s*XnZ2YchuMkAy;wjp@8
zH%wdX?VnM(asOk@hV<>ppUy<2tUD(fPEpySR=Spv?5QKmn4nSA)js`+NQ)msHDy59
ze8XLL_s;%ee)dzN9=A8Be!w)-Q=8t^luVqfISMN_@Y})D1>1+2^}}01`ddz6EDuvY
zC25;#s*;sChAyheC%Sx*(M9x#-%x+IHD)W*g-AbP`SOHVv>Er0W@R7Pe{t7!Uprf(
z3jS@K4LL?))W3AgJV|os)B;Mm;Un-64WcJ+nLo?9W-94)dIk%NCHXhgGfYff1w8m5
z|2|;(*(h`>YeA0+QPH0a1N|kB21Gxd5RdLZf->Yk{(f>i+EntV0S9xyr5xw}nwTC%
z@@Kb9j{p6H9MTOnKMoni(@Czf;Wg8H`*Q}53(kBooFQ(~jH_}-XkM_OdH-bk_U>RO
ze?6J3Nb625sOL6MrSZrDq4B;l`cNCEDvj1VW`cc63->*J-+#LKH%(fim6=q=g2puK
z8KK7by!Lc;;xIC*9~fnxnmt#n8q;R~v#%`GbF&Q3iX7S>h2nPNxqp}km~N!ghH^Tf
znOJ{Ukf1hv`A_jAmLSa;C4QZrUie>Zuh8UQI(e}i^~_4e6jC40dj0YU8={V#M4h{q
zqrN}L6=$v7O_WPSoS(0WPwCh2{hY2Rl?^)H<|}uSP@sG2w#xUVNRC6*%Wq7Qnasas
z+)<xUEX8}Hkrtx267OBR0?5~Mui{JlkC_!V2XGt0UHjF0ku?jU9Rk!nOO|e5{Gz3I
z_A<}%$dJajp?fx}_i3DSShF?Xp8a4QD1R|sh3ub#x1SDq{Qodd1YLjzQ`griF=-A1
z*~f>&H{tGwh&tr8onxLAtC6MHvwCY1N`@ur1D^=-E=;lvJ|B&YE9*)xJ)MqA9vyYl
zs4t`jZTy)Ct!y9X5X8?1tZWY8y^fjYj!>zaaLoeJbr`>CjaA7%lOxgHkoenl)#E#<
zJ8sN5C?{JO$s7N|T;48Y3Fq=A`}};6rpw^mS9_sP>#Ss37hg=#IX}rnBJbq$wYl`^
z@cW2weYaucNL1;ouV=;jCzs*z6Sn_OWe*DAmrtcgmW6xn*cigpqU)!hP4dfoVfH+G
zr^@L}DMMcdp3FB!g;$n={9>3IqvAl$%O`M`?{C<bN}8L_@d*>QFqZB;&ly!0Cd;`^
zN_WZKwcp3P_gX77@p+g__9tdT*`W#d@II06m?F%WP0vc{Hi+>FD}5%%ffV5<l_{~W
z2KJ4Ox!<-HDeOU)G~4IBYRcRwK45Fniy;$7mroo4kpJ$_uQ4uq|34VAZShRs{s^{q
zJ?$ewW14(EoG0w3x>DEsu=+|5`+V+?yzMj-hF`tBAE~b%o+80l_pFU#*;3Cy-wm;E
zO{0w|LT3<`lX=VE3YvdUI`HjiT=Z<bXQ8*AoxVR26YuYI`6QqLny^iG#FYERI6!xe
zc1w9AsQxK+y0Ia5{F$*u7MdGFJ#Vhh;_n;VpVFI5zt1sg!YBP*!l7*rO!l<)C&%_U
zeHRwkamYV_HtLe3MmDBV!sQg<*L7-?tnrv)`pmEP-BgtE;2yrm1vNcBI98v;c)ZFx
z&VR<ViK(Bzcg>UE%u{+gP=>vvR12JM<M?TvK1X4qcNK4wY~gJ?`F9OH67^?8A5*Jm
z@9h$`G!-cwP=~Cij4vUBlTNccmd(dzkx?wu>^Nk^4x(8dvZLfo-7%80FO6nU?2i4v
zqQGYbSvv}y>c*m54LaV24smIOG^1IAH~!539%37^p>NLqr=7s(_HU1G>bqt-etf6G
zHS_Tw+GjMO@xXrf!v2MyjjC)MxMup9|Nou&G3adm`^@6-Zw&KS7L|W)|NpU7IhZ5+
zf6o5-?4Rtj<Nw%T;(zu$Z=2QUr)u7fI>tTIm8xi9(OgGP@zHZ0-*FPtRd3<%5bLgX
ze4Ko`3ds7XUc?TnDPpH%4Zd0$w;|@NJsNx|PT#BdIH4*1`FJq&yf|W~T8;LKKhuU&
zxsOzPU!&~NvPxePnv9cneUMY~d{pGfY*X!eY`>4CAg0q)N_$EHbqV~CdxrS>pl!zz
zz@&uo1xXs5`~2E>iljywrg+H&Jv6G`wEyWX^fobV+j`q$YS&?XZLx`{>fT<C48OQ%
z9AAU%p?Pv>C88?!nK<v66h>F&DB<?evZ<`q<H6&+YjpGtgWL>3ZQ=D$8Tv3pOK#F7
z)%8@&NquVhGc`1QV)po@p`?=i#O$hSe)<#pVtgx0PTSa5I0o%}le6D2kfV$xAeV{S
zCtGNGZ_rHmEZQ-`{qWq|M<h~<^cZ@Q8A6+)kJeH4tP^aZC-&)l<Wb^FMRe@D>v226
zhsO68L$^VM@08~TUunFbee1c&J<a?{UfbqL4HfY>@HC0quV2J_x`j?X5_Akj{3cU%
ztk!%zob2m{Ry)v$a7y;)RM@bUXd3wzL>}r`z{k5E((!m(>2#c9#lj<-<iKJdF4`}b
zOJ43f#h<B@PVDz}L!|ChEG6iu4r4p%9zfH-4rr?^;;}M1-V=Y_urc$+`Eq+yKKpbS
z<?+(KmS~DrISXVK|CqZ<qI2K(7MdCvn4(mitO$v$HTOb}KM`ZjJ&k=S%T8M=FIdY*
zCY{$W`V}JE1VxY5SKK~}U&L0`>z2JiF40kcvS;)WmNjdBy7#8!6e(RW@STX{J3~um
z>%QfipA21LG51f6S(!=n6rGV*m$nIKEoDzFw+ZpG1k7==g?4TkYClt>v*zb(j1xZ<
zD@JS@$!qJ5^7tHXNBfmU_VkM<>$;{DPL24FM$I>-#m4t+-8TKZOy|Cxh1=;Y)L&Z^
zNX`0|p~dd5<L=wJupKx11@RBoksj|WOwZk&K`wG#HkM~9NAk|1vpBEovn6z{IjGf-
zbxHX%+iCqb!-jOIukeoj9)AK0^8Khr6CppfbpOrHAIR5i-m#vUIIR<x=dcqUu@7um
z<*em;wFdKCO4RSLE&=o<s&)sj@f@kv`BQFoPSp(lCSjHg(${k%lTm%UK2geFQp+35
zF+anTR?NzBdNsq5f{z`T(3V|^c`d7ky0J&sf>bfuoQhPhn3SH=BY%=hM^9|eEi*XB
zMikDp!5mwTr1nV*-Mnv~YHQ@tk{@Ct?Ws}H9iCH=ZM;*hjkMRGjX%>y!L>Zr-1>mA
zmZzfo_^h{J<UZt>en;DO*MMYxq!+a-;OUIJ^c~(Dv`f9@vD56j{nX9(5-@$zLOIXw
z&t;G8q}<#&M^~d+;?K08Q?3VVNZ-sHBiK$ad-yqYqM)IpNQthQ_%!CSU-P7ej;cG(
z>4--NpKlDj&MjQc8SckxVSGH}GWkYqTy96=Z=O;x{!9x6$u>^q@3Vn=+`F#tOg&LK
z);T5dDds=LXWEd_O^mKdojFsad=pwDM>@w<ueV!~&O2S^NIx5p<~A?p<bK>HB5;jE
z?;AZ>Y!l@7P$}nM4R!nZT=+6^mKMtr$<~xswVZF^v)2-mJ_Hm0;Z1Ayp#@<q11$)-
z)#<m{dB&CyN6qtV^=Bfda2qyGv(5!N1`Ws_aBl0$vBfl*B8erl1sfUd-%QWUPc2)1
zJ`d2<O4$@|t0p9dn`>#8vl=?pqHUoZ+jQV-PCIln+QpHMec_xgHBVabk@*GVoU=qA
zC2LiKCI3tdI%+=3f5m<vw=v`t%%9{Ojz80eQ8|RXg3i`3&TxKub3FNzo(S1Am2(*W
z=JqT{Qv0NZdVbefjt&WmHCQfNHBZ*jsdIy#SM*(uNEso0SMvI5sgq+|N2IPHCX(-7
zOcF$q#wT`GkL9D|qA!Q3kepWJcXMy9<|M?QS*I0uEv3#%^(<1ch_FSzQheT~T#G-m
z6<dVpXlmgJv6YMHiw+iiH~Ok#ULKvTXD{9_mPw|MV$4&z03HsQm%9MgBe8n#Zk@YW
zck<xu38vSBeqL25v0C&cN7kR65wWaKWv*7g)Z%<NpcB$a5~H(Giy=o|i^{uu6o1hV
zOaF&@qqU_e!g}rC42w7|toN*ECiXg`{Mk_yq+=#Vg}*8OB-<71vndzj&(!kO_kS*B
zYEN+rh*9NP=5j@(I=83MhOIeIOP{HwRT&X6YHm&E-``)S(XpV8D{28brI3_kvkt^7
zoWI`&jXVC+dfzR3eCH=%Pa3`+d?PG_GzMOiI>KT~o(A1dR?+2jMm7rW9xHcFGsVp0
z;yfqfoYSvI=l`ke(93t-=%nApJdCxaFmH|U*YyTdWA}_gbVXkUJnC=Jsk}bi^hvhz
z-;HijofxVdORp)uznbJDVeiiVbMQ6z6a7v{P%_P}>5kZI*4z4{{de2;cG7#t=2LB1
zylx)vQ$vcc9!)#{ZphPoVdwM{n|1!uV!@AX|5!Zj+&iMq-{Oany|`|expU?ID(;(x
zn7SxA_L%y8bz_eEj?vraO#W<=%N&Py9WPUz?fJ?d^Sc;*Un$SgPp4$IA!o+?t1E(>
zcpa~dIp`Xye`s=3n(XhbTc$e-{$<pa{x61AI|}~A&hI-r$^UM8<o`U=^R%m=6kGST
zuydS$9BBIeu%(r)c68O#A$k8o)99wJ@jK{VN#ZZ{-$y@N_io(y?sj{t^~-JM{~jzb
z5jMT3*Nnb&nBn&km(huc#^l-fZN`&#$|u)h?|TPzj9qgq*q}M;>C}kwGw7!}>`_->
zjRuWBQ^Kx3#T>aZap$%r=6kb8+$r~<5;vV=d&>*41Kw_qdpxIe-A>217dD}W=16+q
zNN9eJ!CQ-6mDpNo>FpJ4LC$B{P>vVI7BD8JYUoXe;r_CsxJ`Y+x<yvl*hlj(L)65a
zPYquB4fFiVWuniB%6Q(s`9RV#m-6xMoEqFjfPK4|a@=X_Nt*P!e?e7InyEjs`z<=<
zNc{NjWYN9rbSy2Gd567y87w}ziI+y<u`fBruWc1@;g0?H?JyI9<wYyior3-m-&~re
zTOg+RpIH>8TTQ8Wr|BE~hDRn{ckE4`ZPNN^&c4~pE$?#~do@O`Zc?h%)00krwCk+3
z&*VPB5+|m}>#Y@iG4!0weS{h>v(~rKc7d_vZ1WnYG$be6Q_H*ePW@|)5igi&ZcUyl
zr@(Xu5!HVUc@BNL9F4Gvl$iqOc&ZY_l$-kJ@n<5bQ1mg!?{$JTl={}aZ7Dqfc!=t@
zdt|?VJfXI-lXX~o*G}gef=LJBG$J6V$c-jr$)Kw6>f%Y6`=V>_Dno=7JY#%(ro{uq
zCbplfsr2&i<g!X01$*w)+wS$zMYXS&8e`n1vEs9vQ)v1m*10hiHN8LPx_d)knr?b%
z{}BUwP67?gpKH%ojwH7bwNE1a<C*^HJB)oLvYjc1SckoLMJhjUY#MtvId9Z@YNHl7
zzOR3S-I^oZW()St(?kfjoUi?Ls&3bsYSnEt?A^l~$szlErWm(aCN!z^Px4FJwSRuf
z(Kv9LU&m)W_1)E-=)EH~PVZ~8Nt$XLBgI>xZbW3muJYR#ztcvKT5UR?7Vqu93O_yz
zJ=<gaTh3HO<=k(reG*9nx319}ho7o0IeHz(c!`v?{mJ9uJDc@CQxPpvom;%vgCQ5h
zF2^ZuyhU=!csIyN`qR3UP+jB}f;sM*Hz|E4r$2e|=rq=A46?B?m8M=ytqzGXP9+!*
z=DOXvNN*iEEm3{R=hlAbeKi}jM24w-&*PYSdP23_hpMGsPV<PKznP@!#1YGI+viwr
zw_xR#m6mfAzfX*nyw^O6b!&lkBcJA;*OCm7iD4&o3*K15>+y2NE|)c+1CuG1yoMQL
zn@U3bnR@)&yqvu&G;I7+#^A+7ay{1h(IkdUDRnXSk9aO;UF*7R#PpidG?wA~GdY#Z
z_{WjW_Be-XWG$*3XZ|Ec-sdbb{oZyK<2S6sx<$8@tY}WBnkNxH?=~81-##+TtwH<7
zlk9`#4nJ)082=UuU(33GFC)JZg{eb4y+D~f1?89IMcf|VK;7`qD?AD2;G(-MYBWat
znH;yOp<}9U%O!AAo@8>L7%s<$9FT8Tg-5Z`Z<SUVr2ERM@Ul6?Ghk!d`ib*fT3!!!
zL!VgoCqRA#rRgFfPe-Q^5&snZ<!lDi3j0=4M18C<mO~l;smJNJH{Um%^2|K@A1*%2
zpRN)goYG{{rdn@W&E0Ofk)(aSesRHjs>x*ae}f~=0&}d`&G{)%-$Kh7?t5=&Nt-X@
zzGK|b{Q9G6?L#Nje0rv@{d{DYkd$d&V|(<CmgHW=xlPKS<i1_}nTX1cb!scUuLabc
z0p?k@WDaDVa$N0CwqkFg_YwNU={?out!QIDOJcTmwB{7n{i{d@GJuadwV}Qni8z;g
zWBz3Q&UftpYpu_|{tI3e`SRZ;sJF%Bd)t>7<F;sE-&~Rql7mG8#{4I{tmn1--q&LS
zDOq}^vd1{Lah#mzT;ulCTB?scHLT>m$2hleo$X`$qvZCDC-z?}%GSJL{BF5^f|k-w
z<c`}=a+`3T9gGpw=+ziyx)nk<Z>0VKS=ueU-#dDOs?_M>Oa<Me#Qp9QUpEfuiRix`
z`|X>*YDMqwQ}-4(cRzp7m^~9?sV?Qizc-zyo)mgiz8bW$pND0BP+8yChu~!9Z!+~Z
zmoakc_O=`m#>-}B^7?L1t@5*-Pb}V8KD@r;Qj^n_E=slp>W=hJ1K!u1&X^my=8G_H
z({%fKh`t|aOvC<XjH#i0BhKhOww|z@@A;ElQ^cRiC4nAl`sU6r=KQdN?}iRmdeX2T
z-V;3LMc%`3%l@71J^lOUh`c`>-8)6!+DA@?Ki~1uH%kF(-BmWmyybM>+}Tss4ixe`
z(@aV|M)D`Qgyv6jy&QigmuppW<~0&Bvng+~wN?W6=d%v*K1W&mq!zcb5Zm!;#(d9s
z<k^r@8%wI+x2|WorE@g;mB|c$vNbQFpBw*FPER^Rbg!OkvN6^z61(^80Gk`8=c#1z
z@F?qMGoTQ@MC=#j^s9Li(Rhx0i;ZJ?WZ%d>r|g!@!~SPT_~-z6X!dq2pM4|%uI3&>
zt&YlNB9ef-{vrvbvcZI$ZcX7GwLK+OJk~S>TPlSiRex*VCe|xCc62Kq(3tM2hMH=u
zty2d3ddf@a@0c`gt-|atD@%xfG+tb$(<z_Xt(o;HeWq4cF5l1Fy1yWntuk)(9y@A}
zll7XD8h>W}Ej*g`nppd+_ukXE$UM4lywk!_Ph*j7+aoxwxpwTS+3S&ev?bYE)9QQg
zjsQ2)fxpb8eT(IXx^cWAdo=buYo5ds9ign9X`rW%%#pr5*~i`zz*bu3vZtD(-g~B6
zx4)diYjzV)QEuTl)NH3+E&~zA>6V@MoYqtF6Qktb{O%PqL65!9k0>|KM6Bmq{lp-d
z#Pp}ZS<iRy?t6kbH^j>GoC%tgX&-WdWaH`EyBazk#1G!@wsL#wol{rcb6-M#=Sq6+
zAZEJ(`G<!l588?{&m5yY@M-4W+1yKR$r$f_PW6V<_Z$1lTk;y5*x0j`?zz18AhiFT
zyEyd*(kf#*tK*tJVRCnM(@;=#UoGxvwa0g#p3}YGfZl;=j%ka3bOeq4286LZY_aEH
z+`9)h-P15e*=i}NDeZ0BBdTumKK7POW;c<|c;d8P0zMi%Wd2`zHbq7Glib&jKa>0M
z&~6FuHrnoOC&&YmTbAY;%dGbZ`QL5r8rpjUgy=Z;@2?hh-&&9Dn5LJlGNQlsjq!A=
z<`{FU?&6H?+e3k5z8SJ-W4zlWU|-$!#_~*54AlR?lmRmxW3+gbbZk<U=GLUICV$o^
z*D_{%SMhj@sV|_2s(sJa-kA!t8dF&GJC8dZh1)F#TAI(*dy#SFNY>=?Ui&iYt0mX3
zEXHG_MowL?klnGfdG%^cpjO|~_!Ms6=*{*@dOmVLp+=*`pUHg*CX(C^kMU}g3|nM4
zm)qw!_RhJMaF?pqt=+KH=eR3j?$701seMw<gDnw1lc%)^YP3m=Qc>|(PU>|AcYVZC
zS%WA4OpY+k1y1unTj<F5?91&E%FA{Z=k?h9N&aT>XL8!IYgt{}WA3{qo^M2CQ;0rY
zyC)>tklQZL+ws3MTf!_8drtI*OFj{MntI=ZJl{XJOz{@m_laT7X`0JK?Ps=9`LZ1r
cd!Nh_#pl`MJLawWy*njY`RB8LI^%!;Km0^Iy8r+H

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/multiprocess_output_new.txt b/src/Delete_before_submission/multiprocess_output_new.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b3559b90dda27ef392fa38332dcabf52719d4520
GIT binary patch
literal 300808
zcmdVDS+5?)m9Dw33#k9VyVAKhqBTngMgbBn*{+f$T2z(08x3r5CS^{=K_Y$7f4#fc
zlkZ-P%#0P8k+CE5+XcZUnfx}tH`hGHivREby>a&Z?Ah6`XZO!up1nSMY`=eacJ1uL
zv;X_-_QjJ|_WYGSxoiLbtNq<;`-y93Kb`&I?7OpnKKm#8{rtbr&%QYO<m`86pPzkZ
zfA`?*js2^4hku>#x@Nz>efGrudu6}>z&`b{{g2OnX@7oU-}?CMsr?T$;2MAaf7qYE
zc<t;X`>79ypZ(bW^vXVWcX*R~_IpqzWIx)!cyD;W`}XU#vpZ++&i>c%Gp`NDGkeCH
z@;A@ycTeq;)1L=>!mIaxJ)q;Wy!(scU-wV(<gUH*)5Xs`u=jXkKj+{1zwA%E8Bd-Y
zRpwOtAEP(o8$Lbz>g>Ax&uRZVqsH%s|JI&-WuKaU=A+@s@9jHZ+IRnBzyO_}+M7MM
zXRilrckCO^je5`RKP2L{{mpIr#J?If`4@g?9QnXL!J9$VbNgHU`ow<Xwmq4?!>7ja
z>-IA(?;u&xTlkwJ2bX<^PfTukhesFK;Sg^GU7ik9;Jv5sAruj!Ih~==l=7t~mwOL%
z;{(Hde~_@-gLXuik)b*~Q%c8gaXHMNT}aRQAU$aRx&7A@^+(~mUKaJ|gS?y%I`i88
z|7CaFdr<pxlSJek+;5HIWooy|^&Zs5OMv>Jp$73&)5?2hX{DuDnY(9yFUSnOrACTt
zK65#l`O@s(2Zr=ci1gZ((aDcZMq~}0vgd;*Pk$QIf2yg-*Y&|iZ>Rbf0R_G=-d%?3
zADeZN#JiV1Kl^Qv`$r~6*mrsUSN13DCT~XUG51-#%_sI=S4EmW9?+l@is10h#6sxC
zef!-jdoQ$Q${q3KQ;X8Jb7v2a^~s<S=R@@K+kidkb&UL~&>!R<U0710o+V5Am3_8_
z-u*4<CnmqLLAT8gJu1lg$M$BQHzDrtu|6@I@TJlDg~>De`K%CyeR^dy^HZ}ocq<}F
ztctAWZNvT8bo5z4BirPf$XEY)EDQ%OV=tkjd~K5Iv9%|*CkJ|I@77a8Kkfb|pP8g1
zIaBl=(VrWBvbVck-=e?#>m7*K5<lkAF+9WPeiG6!myhui?7>`yF6(p2=)W3lBeGBa
zH;o@+?@DIdrUm_}P89<!NEz*a4{7<*qyVo}hr2bx?@#Y9Eh72AB<1eee_5pYc(C-j
zb@|AoDz<oIi7v${`DZR;Cqew_Ami&9;8nwoRjkPX+w}1xqs!c)T-Ga5xl**XF4<SB
zKK7N_5oCL*I#z2PuR_$Wx`FB)R4|{6s(^|cmOPc@;%ej{<u@VE``~@80f`&eYjeAV
z=W5{%wz{XLEWHuD@#+b6Zz|yZ-h_I=F>mt4piN{0uPwqRisMbFO6PAwCnEM$!a9zb
zYo4_FixOY3lpk2MPW_+vppQZ2{a=H30beXFHOTYN^nVxPZTXdQq$(V(Z<71|%T)f$
zT=`<q|GPsJf^4a(vRs*HeWzGH`*Vld+6VR~Z-<;`T0zY<hgxLp#dArjdD8oRKECj&
zV>|F-(4(kF^ReX>x$MN0Kh4{~o8J%inLglKvjH!QR-i3Mifu=4zI<YIR#cog^T@2)
zbF0or7W$e+M{RO;)cbsrN!qwOs;&=}WmVI1O`>AlQcI(g=hkxUr}}eDRy*;_J!<|g
ztr>c$GSUBCJSX!=r+?Od)Vp{UaXsHbO1>ya%bGQdb+0#H==T#DBpD;#aUX<teQlE&
zRO2F<yLKh2LZxWoQ`7F+yr<RH#h$7^myn`bKh#zmD8=Kw-{rF*@<--sECJQZxvh=;
z%UGX|ve3K>`cr2KT4n4QOYm719bgGO!|tj5G5`9@*=HBpuXlK261Nl$AU|#K+c7qP
ziZHVFd*cd|7Hb*l)qWTCAf{gD-cVis?<i?s%_<)rS5sMJR`1-VGF7SKSLW}CPUAPt
z?OiNiV|#a$?e==<lyA3fY9`JgS~Jxn;%mA{)Dn|TNHc}huAW=B<E8y=9Qm~R*duHo
zRd!Y6-NUALjAmzAYoy0W9W#iUcv2q6G#OJVnhj!NNE5G`_l<O_tpa@1+xgVrU8|8W
zmGH_e!~=`DiOJuY{QdWPqpvRb^{c%P^;6Zfl}nJJGXq6sn0o5cTSl?pRk4M{a>THj
z=e=!pAw?JX=AImjdl!9UCEi6@pvM&QRm_#Y8)~dP$7jWFc6B3-&&?8&0eY=rY~ek!
zt(gL%8xULW8ZVrGrZ4|gKUSv_&nyc`ubzo4>V7fbV%f^k);#I^Mqdu}#y6v1>veuC
zeEXD5o?lTF?EgksjM^%H+#ieMqA7pk&-8s8k1tXj_={Nx<gHfH*0qW0V7=Kj%d*os
zn*MJx?!PWsy4L(Ke%JYX{KM$?!v2@e_i%>i^9x_P+_`5aw6(fWLWhs$)E8&Zbec&0
zQ2h3t!KWY73ypD%CkKzgL9Y?s5T)_^M3WjUu`EwDw>Gx<{qX&BEO>BEL~#x*(n2cH
zkv=VBh+;7O{e0^2!y#Jb%o$R0G)2m2RG;JT>E1ENKA+HZn#6jrOr27Wu!P4e(mESJ
zw9n*m371X*wxP&>Y8e-2F&>zFzp;4fQ7A*LXkzJKLZd!E8prg0F3+tInNGiMp^T<B
z=ef+!CQUC5U5<=+tF49;OJJEw9}QI}Y*CDaxrbVtl2asqvV??so~jMs8y;l)$=MG>
zju&MOOmQ7UBhE``@<r&7CZvjY$$3X5qzzY0=Q72-7w=sVd<y=ygbQTi$TS+txm5FH
z3D*}x#zZZab4quNj}Zr%LW$*d`TL{uHvBtfMAUvb-A)8VJQ8uO@9c3I%crK>MDgUp
zcg#*c4AHcn7L4cgme6Pto*0cfb3_?V#vLIypBi15UH;8v=B43L+!!G`$|i9J3|^7v
zQ*pmx$k=aCs=T-2inXB3HD>Yfv`-Ds-wn-A_CK-?wjK1OSIqY%T=+(8B_~5lk{!S8
zvd+VYsSN7L5*D9>hj&Zo_gcBOH6kGn#*>V95cK5MR{x=@G4rWw`Pfku@+u;|2K4Mt
z_A7cPjf?w3M|m~+R>-zufN#wvJQ%djx0$4vCFd#ho6B!0?qAje{Zv`%KQ{|X9EIoo
z)@bM6_nvhRu@5;mBF(mVWvl#q#mD27<v8jnT$~@5&2n68aa3tCq=s|(XG**z>h!o%
z^$R|k^N)YA#iIT$$mPlIm+(L*_A;pJA|1^UwR0|hk0nGpdqdxZ4494()}HCJ60MHV
zLwG0eGd=V6y`hXZS>PLb_CU%sQ}kIojeHEXeBN7~Fsk+Rz{=D*PUaPny3FUY-iqX7
zvpKQ_o{Q;8nQ!P`T~#dBB7NJq3O;?3{}fM_@DPD2MprjBrcN9~PQN>kTyivgri@0D
z!G0b&Led(;Y(>IZ1XT-`<4*cb`FpoNDbt2tIvKD}a%juK%V9o%4B|z>tF&=0euE`+
z#4FCZQ^t5y-Q1rn^A71ff;yjA)QH~uq{=<>aBqhGK~zs+R<Y$QLMak0@r>Olpdu<E
zri`#0RW}3+o>sE`7sIl=8wbxU+v9e(^!95OYRMka=|`&Tylksw+NNpLorou?%tNK0
z&2}?K)6-UNM+B98!Vy~()#>5H5pl?;gOy}UBeihN9kDZ!vjOaiWPU~d?vymcN>Pz=
zlo7>{zL*zlQXSK|WC^HrqkVS<y2Q07PW0}talQ@4EhW=B#NJ4H#I4qxDW+<PK3HTt
zuclj{o0ofI68?DD#2KMF#uBiX6|P+!O8}KrXH8PQZp$Mc=3Y5}GLO8;|I4wZru3eh
zJYfZ}RX*9q33WXqhN7#_#N|W#dv+L7<?G!8-6nn1V%3jLR83Mx-9x+lq6zD`wllRJ
zIc33D(gk7@{0|ls55)FaPKMEsiM>$7-<SexxIkLMMHEgfL)OWx_9Oe`+Kyg*-w}}n
z=&<*ymC@T9NAGO$g`V+#1W>kN%zug}OBAe)cF212f4zpQ@n_1IQg<}bF0Kio3F7FU
zF(DI{$iM7|I_^mu{rib@j;I5vO6+~D<!x!l&<8}!wM;8!5rvMyLj;BIp4OxyJjZx#
zqzC#eM}G8;kC0}%<>Y{K{mbdYnZRQZ`L<E7<1hCYu#IiFV&6EYgio_keZe{s4|p#t
zrxNwzHZ<{1mC+EhJKto5_-u~oI7v!75VeDzQ<gEJYeS?aTUoAT#uUkas!SvFtfnv8
z=3n!@P<m3v1IIKct@tF$a)_mvaM9FFye+#8Z>d7EjCVepNSsohFo|_4=UL5@be92D
zMfH;J+w?bQp_nek3#(ql9+vxtifEMIF_W{N>G!50l?6?eq`NfeV39T6eUF>FG`zC>
z%5pdU&QE)#v!W%v=}X@_#7yY9kJyg5ZxmFA7*FNaaT{XZ^c0Ahv?G6!JV#diG|~z#
zucbr#n%->h$fb_w)TfYA=BVBkszsd5mgVV_A=D#78a<9Vrjk{QP5tfhd0MK;)I_M0
zMp%h)PC-W^E4Q3@A?O)L7}TL^qlY?AR7XvEhHfdBvsF$q$2HnDJaN{o$%%FE!)ZFV
zjLQhY(U;3qIXDA+*Yxv_c|~e9?#-!W;?K!oiLb$?`YIJTYC7dT39XcjC4^JROE`6+
zd5megAwc_+*t=e;h8;&$JU3LGq9smZX9yKCqR|poWVvs=L2QPH(+O#+nMnf3;y9!0
zcL+c~DtN?34+psbb?zD4QI<4m4W)LkB+4a}b89JV*Nu*IuM>awSoibODcWhKbLM3#
zLPxCR7@uMwWgf~E=chAIgH)A}F;eF@aq~KA(W`Z<T1o$x`OirkbZU&+^SHTm!V4nG
z?c6WbG}gFJO>NG7dS_%$@#Z#SqMQ<OPhc#cMA-B9;@??ANZ)f#KkO4WVHqjbDA$|(
z$^32D{nmoiPk4+uja7=QP>gNedX{zxtWgm!PQH+1<7|xPI=R&`zRLs|j?M_LbDce#
zEwtnW236PyFYzYlh@;aOnnBGYrTod9>qHc7NVWYeLaK-<Kk0{;C999VPtVF#u2_E8
z_)i>1Ugjr9u$K3STNzaO$YT%kBQm5p#v0V|XVx+L9=YWc>zt*Besg3oWv29OM+WuA
zH;gIHn0s)(O>=j1baQztRoA9?Yb+$$73k>dU=<%)oWusI7slhchta>Db9GO2<Y6Be
zq8CGq&Z*ou*2PA}{K;uj^JHD#zI<<EwD*J<m-v=ml;WO<f@p8-%W6>NpIOHVU9@eC
zNdzn(RYFdp!10*JHQG?i^%{g}8c(wlWC`@AWB&&g*1bnR9l`r4vmuYf`pN5Y!iYa{
zf`G|{F)i^3#BSGv%)5rVv4vWrB}kcxp@M*4*3`)umn4YuoB21?a&)^Cf(t8y_7Zu4
zjs3okj7@9I(Q*T@CTsHVSbGvvb)8~Fzv^xI^v$%+Lk<1Y0T~m~LeZz9w;cP^yCsSN
z4c>N&%5m^(93|~XFY;#9jz!&cKNGil>D&=Dv(j14^?0hM?v7_Vmg;!W>sbC$H%yeo
z9<STIV`=9%V6WMe<7t;7Qlb`OE9Tte?IFFp8Ebm`*<kBbC0(+@P%XAvYq}d->UCR(
z)mI$9Mm4P7aoT{@=N?j7yK=pq^V@idwiq;~^)l5!Ms8jcAzubvepX%gC)J>Xr|S{2
z@<vJ4{{9QPd6k`dI-WtD^VI!u?=MW?W45%7x4B(}+w0WR{22LnZ4`ehoWxIc_d<PQ
zRE%YP54%F0Op%Jm1k0Z6a`elkqlV9%zE+gC<jF3lzqz&K$(jU0IXLTeeYWvvKK#y*
zOEOtP#WKz%v4$-g9ZSbLR?UVJ<N3`>?&a9LMt<qjF>!9mG<RGn+e<Pv|59_NiaCy4
zx?)dTgLa*o>|Llk?<L7>;dJ~)YuM=JNh*nTILXYZ7@rm^<>mOvTnlO_82{8dN_9u1
zJK7$HY*IDQo%depoof$OHatz6_QY?rhL-C4QVvWk$h}b5?kF0FzqN-Xf~-ywIWg7h
zTXLIIW4R?$>oF@{h{!OOq%|t#*r4`0N0nQyTNmmr(UeFYwamF(+8eTt?aP6uR1M1U
zG%`os{J2^Wy<Z~3nuryyty8F1tpH?b-j<A<T5fD%*CcMvXT8N5S3xMdycEaq-Ne$z
zB4ZQVx}J(IN9MioRn-EIPw{D6YgWhg7QhRi>mmbgr9ToIy+E?zvRzSa886Y=k!iEW
zAj7UKcd{;vuGJnh#{*BxdHQ9MF^l2aHSPef*%XjbLD-T5>w9|7!Y$R+=%;8pnCX)G
zPF7ny&}N<K_)xKTJ5$bsFVE}PFRt@i{Z!A|;tmm=`=g^{Iz-T})FE=o=GWe*9hc<}
zWavlShav9#YKV#HUpdOL{^?oyNt?B!JA^%9CS$FZ3xfDt*08nd0oaIATo1PTTe6=c
zBT{OB(6a2)L?^WS*bD<?blaAF+GWvEgVMi|>cZHUHEY5&A39t1X_rM7ZNNm5YmgBO
zZ1-u$W*lrn0cWjGgHx>%*s9BHdPurl_Gy>rb)K&f(Jb>?_tmV|c3r-YvnwDYYAJaR
zAyPjpj@<N#zMcbA+6GkPIfw&t+Yn3A6m9Hp)_JM(*sY#}`MKlj%c7-om@^|wr;yut
z9MgK8j?4(Jdo=MZ=GBy+F^>E*HOQb?jYm5LIz<9&9_=*9pj(SaJC?uX;r0IF6qF>Q
zM>p1LXka^%cB=c=#q`Hk9`P8;&(>mOD0XB`RLGQ{E%TGg4HjDxmm=L74#%Havvp*I
z=)xM!=)Oc}aN=(jevb-T>HyG8yL{H{oM@JNt{P<VXVz#Ye%5FwQ~WtM+n=l>qfb_+
zo$x59+Md{S5_qZs>$BA46ZAsoI#GkPmA~5lxU3UQ+%h|TBr^5?Ya){}x|k+ojg30H
z<UMQB=UXP0HI`WtW|ecgts`s8wb{W)4XiCPIZ{W`UBk@NXxeKno4rg=Io6?dK6Ao!
zYy6b+JO1{uB$oQ7>j-rwS<~{&TdbdkV6yr$l9^}iNKOq>WoJ{nIGsBrVj)w{H6(wM
zQ#F?0HDvU_HQS%=JtQ7oIza?NP4?j<TP${to+s;A>AWme=CJ_Gt>~o0vB;=1ugza@
zqwmK9z7}k;6s%KC=dRYOEIKK9-L&IaY)Ic4-9Q9i+pJ4F-H2scD?qX{EwpUY4(bIp
zy#pbNqjmkANAxj{{4;A3$mHYrq|TbJqw?LlXSI#jY@N_F3wF=<9AXExuZ8%P?I`69
z>R9eJ>5QqoPE&fkbvXdBLrj;Pmo-n;u<>nP^INM$=9TuC9#dTL+pObKcCKw3X}%es
z49?_@C4bl(qJMpN%F}CnUTj6z5R!dEx#idzJWM>~w9B#P)Qr)uBg5CPXT#u+?&hjN
zmcI|^*OB?O7dz0VI$J*7&RNCy`=*kX(=UFqj*=ebdId(`UPG-IM~;3C89nl?b<$&L
zNBk016_UQ{t@(fAS^v{kKh{D!ZO2`UtrXcuJ8^2z#=d%;uXDYa$Mg~Xjy!n^?WoYM
zX$9E^9y+H(jmM2YvrIi|96Bei=r5-f(Ovv6=TcPjWF60RqU$%y(4sT-*k88X<W|1M
z+O>EsJfu$Jpat5nHl-JygUO_vUh8%)-wr?qwdNJTBx_5TN}Jxa^-W%%`<bU0;Sut9
zT+bGas(rHsiY--a>&Q_FnPe!%AT@R){>+-B(KR6_gO|FmA-);sNK2v0p7*zxP7y$-
zV>Odr4zfnfrt@-Xb4|p}qtS8RgSj5INpm7;yjf?8uUt*eHFqvst$K>JQpMJ_6pYNo
zmo_>{6V?%xs*3vgacr=r5%j3MPn#;XiOXb%?CRupJ0=Y0XS`f@+c3vAat$-*=E%AI
zHUWKp%UJ_SgJU1lE2m)1lV!wy7N_=HaV~Fc##u+3`$Z&q4Vx+}<9m{zB$Wd8wNlTB
zwzy#-Bb;;Hi6k|Cmo=Q+!#mZcdYs33K58w*rkb#3PyF*U_U)gWjiQ3jzPYJog0FbX
zJObR0mS5QSO=+3XaT4`>uu?TLP$!u+Z?Z0{+|x6c0qPrUMVwQWxQwc53srNu)-Jnc
z3B``$jpk7qRx^*t=s!`*U)Sn6?XX?bpHin{4V@yNF*;&1or9;l#L4npG9{hU?~8PL
zjxv%9^nMv7Q?S&r#whXa&us@hv95SsirL}_U)Z<Wc(&c(_x?V3y$2WPoqe~pGGo09
zXY$eTn0CiuQvXO>Kq4&I&pv#F*V7v?bPiIv?lYssZ^q{%?z@<y0Eg~{;;uh-WaYk#
zjE?vr*S-8nF4cLDG@^!QXgU?F-F57kAP-7WR-zD?+#+ypw}nqJ`Z<L(MF4l^w`j!3
z9EpC7J-7aDtA<UH5h?RTd(E`naeQk*B+>Xy$G7#{bIkfq*}+%ux7e$LhmNzKfn9|E
zTF~_Uu|T6A%}R5dCBGt1N6_V=^$B%)i#&iF!0jMCxjk>b&-G8*wuDIM$i5zIGJ8U)
za-Et=)I&Zv`*!fRQ1YqCQoeI|4;@>g6xGSEO^WUgXpnCB%MSlj(@W>E{$e(qU4mDG
zT8iucVl;Ytg)k8h-!e>Wz{5J7mUHySkn}%Z#A+|jZkRk_sgSHwW23r?#7}kN^ztt2
z0Hu`4<S~nTxxPMTN{6vsS54^FVOHwNV5PN-YrAiWW3t@C*F52Fc|67(3wu6@Zxvtv
zYQL7OWLqVy<mpOi(EGZ25^p`v80#{)ZJ5Zn>!zJRbOe=j%B`MCeYGp*oc3?(Zf#lY
zQbje6=WAp*|4d1$KOHI-H4|!@ThhPWqf=8xgcLy^s!y*jVv_r3H_v{sCu9VX7a^b9
zADd3CMcD9eM{LE7sfO2$sYb-9JUEszy3c#ljf~T$Ya-tD&f+4y!}DXmsTQUi)xI_f
zyLa}}5Ra>d^PN%aiSZH-98>HVwA#3rOInJn_#HL-N2VD_pD_2W;BB%0)F7!T-!de0
z3x6K)`AxIPZN&Q{<d5yz%Hqjy*j0GXew}CWRCw8J*H(LpJx8pqj)y&u@X%>Aw`}xY
z+3&Q!A7B!Y+QL=xlwhijahM2ctEHFXpc3b_=QQV>a*DZxQ;lqusBOBZ(=2uTV<K*U
zt52MR)dy2q>)iMBtdf^_Cp^nK=Xj3LIX|Jt<l3t&E1g>dA#2_Ix<#6pN1=nMbB%b&
z|1^Xpe@HLhsn(+g8+mVb9%@EG+1C=DBmA?@xc!^?IqFk$t%n-)bN8o;b^wgehS9Ho
zcXl<R7-kyryLl87QLOJt-q;4{9K<(Pow^xv?FiWc1CeN5&UFMLrcXbZ$V|i^qPx8%
z8YK9Pbk<Sw9N{^_?l1=cZOBBCDDEJS?Q$!hazDe9SbEuGj$O|6>84p{@|x#Xxni~~
zqE{=zJW}9EjL>hE&k_E0!1Z!;7nRGBe%;@P=>9!X>KCI?c^-9tEL2zVXJqHv<o{}r
zc`D^U7#Cj;RdeM9Oylr5dVRW`k59!M&ZQ~#`=a@>w~jfiGs)*R74gh){$~IGv*CJa
zSyd@pJ^~YYXI<>eo9}POw9Bp5!si;+n`@eyqVGtrL$|K~Y`=SK5=GCb#Jj$l@Y1YP
zn(Ikb{&a)Q@(%SqEJX<unVTZctAmMi2KAWwN>zzYZ2G}NF7Fu;=a?kd@A}k_%a}eh
z9bcOQa!g0j$twq%qfkv2f9NyJkwtH<j>URQ4i{@6xw__Wbc2*W$%F!vi>1D8U&~&?
zMh*ct{dTK4w(`Wk+lym3OpXdp?-24UF~-td<uMdw+D-L$Kkfg*`~Wewqr=zZ(|<F}
z@FDgG%!wbNzvKX-q~rAy!$dx{SdZa4JKaTFX!>H{e&Rakb*X+4-9`G{y9-*<AyCpE
za$9q5T?2BOdxQ6n``E3vCyrgpw#V~f?Pc+eLG)>!SuKO9^irgL6vDc#)zXY(G#W&;
zUiUaE>7>{e``2bq@}J^KS;EMhWlw5ixnnp;y&g>5rz#(dHBL7*yPf6Nqd4fNEB5E$
zRvW?Q2yK6Hj}UvXvBxc0++2EMG~&Qoj$E?1zU!hsD?JX^`~=OC&u^_7#WXGJD7_gx
zRLT#>H3lTI9G4u2QPn`5we}O8sS>h=@)*m)#tR~n*G4n#3>j-h9EBVqdzuU-f0b|N
z^a1$=)XbyNSbLALgdnAFQIpdiBYRBHc$}H`5V*XhJnhv$O>~9Go=EwW{01{V?rPaU
zXt||ZjvqKebA?NB%Ge6dbDx-_#~>tTnfhV!F<IvI4HU;wl6h)%usvR2UiZn+gNQB5
zQF_ejMxRAe4G3$<?EZWnN%05!9{hL9v4}pk{F##frQiR>MQt&s*eNBB86ah@<I`!0
zn-R97yu@e5$!S*29zA*?X&&!%_{giJt2#x;oEiMrw!d|h$5=hj{%d{2F}$UIOr$dA
z=P5a<>g<$r?)^*l?1=goo8fC`^srCIa1S3Py<E@t>GSMwU+LRO7uOLTqj&5A@Lm#U
zvzUo4pV&SkKLAlJ*N*YlY;Qxl>+*n}XOO5Gvvq~u%eYU<?s)KUPVBYC4E%p&m)ht<
z-ZRw&Jt?8_y@kxgP)ptmS7}DKgo`>Bl?13mw~Z|^^tgM{Y8xi#DA|TmM0`~Jv_0Y~
zpwrfb^C3b&@|ch3Ji+;pp>whY#Qh{~EA@Qalj6QHJ~E|aPTs`Q#<>zYrxER-T3PC9
zHWtqHaVy<){!N;|)(Lv3eb1I|vl-O*$bMum#)wK$OpE8)iixQ;O$+Ryi(AonhMlZx
zjSV|On!X%(S3A|z!a1zu)C1{Btb3d|Lid!hLZw$jEs;}$J!c^E6F7PjqheBB9pRc-
zuZ2q6B+BO}RCQ%HPpO~U7By_KNg$WCgj-l6I?>54^|S)pa4D7<*WIoLE}em@i$Ggs
zX^Y08ZHk8z_wa9c;5VjoJ>!FVJHQ+``gX_Uh@DTR+1NJf#2z@(e5RBXosTP3d{Uc9
zdr~KV7oJ3@sD!GQk&rNH!F0u`C<P|!+zC-n+SGFl%cv?3mEl)riF)G5H!kob<`ENG
zia@Z5JyGOUAf7}hyq3dhqT5#a^8BQXDF3%(+RLLaSEeIGoRdMb(P=7iJ?Ro7jZx^l
zj-m{9;2zOci;xf*s%GOgdg(El8kGVzjPkpOC(MYjf%`^3Tl_k6KkBGC#XKjY=S-LM
zG%`g!5M0Em@QtkOj@h7x0|z<x(No5@#IKxOz+bqBIAyd*{S8?{7kc~9Eip75C^AIP
z$c~U1Rfz7|cc%KE_IuXFf_-gsj)qL$>&M#Bh8(ATmY&7w*S*o;$7?IKeNQ2vCur}O
zQ@)*C&-M4Gkr|ysf-h@3S@Vc8_K;Iwo>v`s0!^OUf5ezBz3B1rdm<ww_$Q&E(n<cJ
zPnA3Hd(#F_@WN(4J^MtT9vaWa=p*^Ti@2UGM^|I6<=#LZ)v2I+S6;s795DycDIOFl
zVq*yrM?XYmkFLpx91%LKdOE#!O}VkBUZ(>dpZ%jVzIeK(OfkhkLPU*&t$wlwoCY9!
zj-&iGj&7%4+VC*$BzazlPN+A*+0;|=nOH=9(>YGv4+L%5HZ(@w6K|~fOMF*_<k!Kn
zFwuQ(dwQ39bw}}Bvv@Vp!!d}cxYeFvI0})@h+iEV5!ckt4ID!wpRB{yV$n*c1CK+4
z_mp+m1J5=Kz!^Ydi#tQc!rkY|63p!qew8Vsxd)HGaqPj7iTO|Q@09Ek+iJ+^elu&1
zP0D?D2}_PHf3nRtGXF>iAYma2Bd(~WPmUmevXwsC?5r5Mga?YZO7%88a7!^E8@ZXw
zL9%uKmSp^{(X4c8zZGLnMV^#oiU~O^lPmyHA=7EZhNTUiN8!><q*TJRS?_A#B3s7W
z(Hr146KV-e@V&CQpNWvU^j}8Wws8_<NZW%UO6`keo7^*%Pfa1&hG`BIcbFo%iobVk
zLrZ6wOY+Y7B>0!?`T4N<L|fNSoe?oRNByI&Hy=?fmYFfdwq_aB9<UH~m|A<!d1Z+w
zaFPC&s+T%}@0AGE&`(o~C}Z*oryBwCZw5P&dq{C7@04DSmt~Bqo76<d*UZZcU5`y4
z%iPqA6R7Zw<tf&@;#-pFTB$En%5R5?JHc`8-*-p*GR?H@73<2B192+1T`4-`4xZ9I
z61r!shCVf)S;nYIF`qQJI;ilKHMC*|{U{yK?a9=e)B!B@O7oudUbaHL3h$Vln@qhM
zGLP7Yw_5)g{gPZU!$K}}(`ZFReIu~9Q7m?xMN4Pw*7{yYaT7$EY`J>;#QMX}dOohl
zhV_17Nz$lYlIebLl14?<tLL$F<#9|b+f%z5zsnLTcCr#<yZpy!;(vGg-8K05%rY8D
z)-BUQyb#^+I(i+2kh?aKeWzC)x;Adc6kVd9ZposfaL1%fTQ{{+jH#V__M9rgsckM*
zRb=i)U~B(2)C^t>wm9xJ9OoOT-BZ2$KdgrFq)HBt^YP3ekWHy~^v1M>`oW6}FXsJ^
zX~q-lcAISGKZOQLHnDBoBbzcT<yf~2o!?5P{jYs@(=r=7jj;5jjEW5Yrb!{YawF>O
z5#Q$2;iSJ$tvl!ZQ+~#izLxf?MmYO!fiKZZ8(DmEYWk@$PCD0dc6tm>-5BgRIUN+!
ztbe@ZTuYL#d2PqSMyE1uj=-Y{D#t_jnb`tvcjs9|CvwB7R@KKtd4w>PnnWk{{v6lZ
zdH#IPB=(j0_vcSah-6<K5nTYHwunM~cQTam5O+8pBJT(ddoJ2(QBR%ec8G{7?2ypE
z*RST2>zC#}oGL_&(atn1*AZy6C18rC6m9jd2ISPyo&d))m8_g+_@Or0iKFl7_a$A|
z6q+K^Wxv*UA7&X(IyJ_$J11C}1>WzpYu+Q}NsRAwlXCR(r;!}~o9wz)qR{{S^$trz
zx5H6w;UF^KVx@8pqB$iF>ZT!OU&NYBbm#g9t=g!y4GsMsWe%@~$QLx6O{Cr%p=za3
zY)eWsqG!d~j#opynYiTdAsTw&EgXyaTt>q@A=1wjCbKOOW!j`09h$!Z?-XMp2T`?+
zOhsM)7)$(y`lix6D6#Ssi=LFQXs0#v_oZ_{N5mgg`NlaD=X`Hl6`s4nH7m<`jwM>P
z$<P*w1|xh^q=sMFhH;Nt!rY#N5#Ohc)Z~|Vy*bic+URG^<)(jD!2TC36>|~XNw51(
zmLdjj{cF>Lx!si|E@^?!PU@}}wtQnrISU5LQp9%zGTrP!Hcoy(KW|=9$hnFB=N2iJ
z^{F+<{SNOKQ;qJwX0*MBH>FyPtA%DINi5+)OaEZ>(tLJ2i`^a@=QJuu3P|1jL^V3g
zcD6(xHh*$6DbZM)7RFR9(Z@IL!MD36Ps?7BiO2ZgpUO^+e3dCh9fQc2nkTr>!DU?7
ztRrywgnEiblVu>vDn$}UU_;Vxn59aQeUd7V0{Ha^EVZ-Vt+pwChgin7$N77s3|*&F
z(L|l-JA*fl^Mk&-;9^>6=6xAOOxqs%O`Yw|`_2It4w;=I<%|y}d(g0`NA#IR4f9Sw
zX-0aAIess`o%2{;!C>-_sSllr5jJwpmlgrUyHwf{#eR8?Nas=gX(Ye>Z88+W@;-b|
z7ph0(aQJmHgx3R?nE#C;qL?PNUSY~N_Y*m$`H9EpCSAW6!qUmqSOW5It9b%HppeTA
z^dSPO-EG=t`KX8ro!4EFS4CxWG^(EZIYX)dl4E62ksS5+4O2|o-J<C|HkNbl@ie?r
z)?Lr5eI-ZJ##aZ;HaXsxHu4dFFwcR!a1SL?%soLRyOUd)b%dqbc&_DS)rw8YTy=w5
zEW=SHD94sRiP1(#G{JxlaTa3<OaF<ssb>596Ih;_rz}tAa+lH6f|WA5HY-epi|BKG
z5*=$qp0y_${2*S_PcHvxvBvlwHlHxctuZs=ZP?<U%H;<+R?f~YSI+dra=f=!@SDRW
z$ID3Kh^a<W^3UWHp)0HyN89{#CofgA5@q(rLySz!<#)O1MBmc|M7?XDQ#~gZbwul%
zr1z$dc2sh=3^QdQjpyH}Cd_MqeXR~1bE=u+lW4zLeNOyR&6VomT+bC%#~PbUY|WEg
zs<|0}db-!DBV0NiKxZ`fs!Sa)EvIkyxbw0(*Ho^^j=}i&!pHNsPAhoF+34$rA&-CS
zaKuwCIjxW=ygR2$9+*$XlcE1)r14ot=6?6pIi_aEy@n|kW^3sAQ5(ni)y5N3S*oXx
zdJ0nvbjmpCOWhJ{p8socOf$tW&upZj5s&<KB+qCf`-~;Wht8!or%&yZ7zwok<yD+P
zWtKEP;mmnrD6}sgRhiJ9yC%E3wM=@1r9rxp6L!|d)ShxAr%Y_Aa>`JR^%@{M*&`0=
zyJ{pO#}Pk?a41%1-y@aUC#Kodl96AXeBvw=cF((ux&7N8C;myNVb5)16?FFoDSCKz
z%PN+fU2$9J(sK+ZP09Uilw<ZP+8~N$YV)iy-{%~JE`FPB&4%SREOpW(Eb8D;on-#n
z_amvp<o@D^qPKu=@tcdIrA~e+T8Zc-8}O~!B65vrVvg_HGd6=#ctu67*hAu=)7Sv8
z=-kN<CdYp<&Zu*G8jVs1m#j~nzxdWZ>OrxkU6Yddr*bL5H@baZ<`15|%~#ZF6?GEj
z6qnJe{V|d&r)uh-2mOjq7VNF#)WnDg&&@xmnoHhs!+ac`Y)!g2t=VRS;-8A7i!C%)
zhgzD|`FEqyJM;Eb7@|Hc5o2DPir;yvhw*13x+r7C5-w{Ud4G;2)~G3#_%k^cCN>ls
zwQ3!+U~OKcmR?}II&wr_1I2EbmXS-NbJQEw^bP*RZ(PH<{4)_R<yYp&+9W=fpec^{
zeR5<>@{!lCOZ@&+!l!CR!Z!?`HX2YSeKop1MA@o+{;g;qiAr+Wh$UevEwxdJ=k;{k
zIZdcr4~dmZQEXe~r5;ax6w73k-a1vta%$yI;*2HNB-tKK?2~mci@>zxoiH~n^|PjY
z$<f5zjL?wbqt~t81Dn|9;kIDJUNa}D%I4Q*t#294qPY_A>>ERJPJkNm)rcX#H0mqr
zc8&kZ{2APQ8%osPK8&aoJRZeH`5DpEo;s!zRqT7YZCql)JeHLGX`xdb%N*&y+nl<g
z&$E1N^~%~D5qh+6COUzQ70vC<_(Xgp8T)^Ks;tuCUaBHQHTc}p);@`7;kU-M+upVb
z|A=3_M~snJ>nhkfdPmAf*-OCW8dKo%1InHwiP~4kp`?5h^SV@feJVhEBAI-a&(h{d
zyuCKtod&D6`?+m?bw(}i_1T}pnlKhR_R(w6N30Wb>4J71DX!(wd}CW&R*ywHNG}r!
zwVgDptqD_I(_O+zrcPJA0uA%3ADsQ|eSiEEGVQ0MYBE!FwI%MTl_5@gK#}#CC85|G
zjo<v&?qBwuH$#SW8o!oe``RN;pU~~#4CkwnEnn)K!O1<l!O+Ohi`7`keJMn(kV@Vk
zjY3f6hW(Fw_@17~gD_D-J)hbgeLSK8{B5*#15WKtoh^6I?~O$@YNyP%Lwpij=$4qj
z-fM9h`D*kK@fDixA4iR+m6@wkS%o^9Qyf!gNpAM_U!b`<aznIpRq`O8wDpS5sU=t&
z4IRyr#O!PHu)cVMo9}b3Z-?Cw)I;d-lrk^y=QglLy5mY?p6O6asOg_jS!Bv#&nT4`
zm7IP(=AzHiS`V*{nRQNDn@;AlZcYWJa+!B)t24)ZjCh0v+&=rO2rzzMy+L^zs2&@U
zPR*$_ZbgAw`M+GFd$|_yQxUDS^&y(`)jRt%Ypx+VvN`Rr`_6l(9lVcl=$_wK7V)9w
zrO8d|ik}))n4zBk%kyuKBAXa<j)(4!*Mm6cIF7fD#322CVipg|fRib*f1TiQI_w=4
z!y)#Ue7z8Xws9rqT*MVg$@$s0CM7S88ZU=TffK`H4!Pt;v*<MlbEySkgr{zPL=(O>
z-yBmy@8cR2V<G>RW$`Kj+mv2rvZ9k=XpqZ||GV*9kH0(8XM9{v87ks<@HKtbzfN~0
z*39v@NBSJoG{#eVM+@h?a{F1!nH+J1MrYcWJvZ|}R1B^gCH1eSPImm><L@S0oBtF~
zA~dRYEmb2`FSu@WfwS{}H-C~-E2e0U23b%a)aAHlruQS0XYFZ0?l^-n$Cx9^pTsg4
zW2}q3grbH%Ihy!Mghn$xKbp4ZRuBYj-=Ck=;K}^^MF;L1zBkPC-_I<LbD|AJ{!={3
zQD7a$8N*BS5ln<}N~m;CVk>3pID^h;RzA%&eP^DWQy@`YYwr`L;L+sudW{`V-=;(L
zv{83|*#=5>K(l8qCCX5vSVKczM^v6$<oLaXUmiB{o>4Rm8l5Ds@t)*%ttXRX%#m)X
zp1wvMdVBOLa?cZg)0jGucju>KG<CjQrylZ1rv^=(FQ5-A%d<=ybeq$7(HvNA;pX@v
zUmi;i|2}fO<jcvwzZ|eIapcz7qrmxhM|_EYD(93=s&1W1Lr=)D$bDmJTBleko{TZp
zXui{_=DTZX$Y&xn+6eWnWx&kI_4Ma4svLu#W*ArB#-5bAAQODtoS9AqJAJO1bip_O
zv&&Tt-D>3uggW=N+)2|;%ly4-u*9E<sHN@fR4wAV7g|8~FUq;%ZxQW8xk&e+Zj6M;
zc}e&Am(lw6DqKB})U`%({4Ut&r2ACDsWxGoTKsG2^g~1`&4`q$Ueroesa)qzZXY8*
z57lxU^7J)XGSyYia_{R|kyGt}-I9B`ru(lgG|Q=|ClSqbvlp{YYz5GE#d~MpShRoS
zM#1rHrcT`|YaQd7%Jxz8aoadX@<+=$&_kVaJOwT~w%Yu9$MVF7Rz*xRbf-Au%><%)
zIbR!9ZrT4h<G?;^et)Xj15l~*3@Y#Wml09zh;G}c$(G{$F4s8S7PFo+BH#P!K1k^7
zd}o@@-R#fp^dPgN-^?oXu4((@sXvdhKNg(;xjAS$kr~$UbhKgr2pyE~2dga06P@zh
zUux(TQKiz1EZvJ~KPO2`9NXycJ&w(z$@odGM@+2OM6LS1y|MUdldJ3Lz29_hTLQHA
zhs_(rlc}B-c`~T%Jl)E*oYxT_eIxC1_QAikKNg*Xpi)E^>_?OCIZdb#U2lpU>mymR
zR%ClE_i(=K>nG^S;U}QRef$5HCNcC1^K6xRNgHkIBUVmQVF@ock-j&@RH^>Ij7IcT
zmuM!rj;&s<KQ&Ks9iui}V=I|lCogijs@L~u7gf~D)YN0WY@==4(QJ{XuLjw^+S25c
z&OZ#6`^hk4T-sR#wf2>6dWuXgXxr!9KJxuUD|>Q{&DiTRkW`aZ_1unyxyJcVLDgKh
zke`~}DImUXxc8N3Dlu2xI#QD&yZ7y1Ow8v}L_XOTdBm|^#5wE`&*w8q&iQ>ci8u63
zH|w#_-dN~*qt#@CFE6&nl`@PrzT_H(*PHW&$#1qY)o#^j!xCG_2#ap(B42-Eoo05P
zKCtMJKj$)w-0Y3V?{7k4>JY_rmyFkY__%@yb;t<CEhMK*nV9DNa1a>^2f2E@qgxSb
z3z9td(34zd)YYz!-uLAXSx4HAOVrLrVfMbhGG5I$ox0`Iq*O~J7)5MRca@A;vq@xI
zs;4gP7p33Z*2jor>zr@+{HtBBhh}u^PV2Sk1LD8a`M(?HGoB4MgL1|!-YY?OrY$P0
z^XJfJY#UFxl@TneBtV&`w#9~8c%Cn#ZFoD^x-HhYo+_GtsjE2e*%9M>4)!<RgY7iX
zuWeqmR@1>jtiw&4SfA9Jk9~TJzo^YYb!rK!&{blKZ!~=kRrcmhigb|H<(;N&nq1Ex
z&#A5kf5>O)ws9{@G;0WV_LUK3L$xvS-dMD8^41`$OE(i}dc`$+i*<|NAotnSj;T%7
zSU0x9?u$ixjli;eUriJv#kwK9%aqHh!YL%G0JZk5CC;n2Z<>c^n?3is{xpd|mv%`r
zvERb4n355dq}S{y<b>26>+jtz&Re%($t8{_5f;r7zcL@dEEs*H*ca^^1N&_nH8i2t
zv?qVSLY%og3+f2=_K%<;zpO>GuTD|rBkQJ5rAn~&c9mj>Tn=L`ncAEDr()^VTxrcY
zO#S=h0?xN(+qQ;>e<#-_)%5*FnAAnXE~hz}NWVDu)q*VksW~$2O}#|#OC_-2IqNpG
zk{P$f<hcw*JR@^Mp51TO^Xv#@M1OU3LU!Ueo=S2oFZpM33F1tCq7#2V-LRHRHMGsG
zQ4PvCGo54NGzm2cJiPAn__O&h?lQ!e=^m0alcxFI&#an*{N>)P23P(zkxco-gCf*Z
z=6KxeRNM2^H1>Wrh}nYm*pS&(Ho8XL;F$Vj+0Cb{$@_Cl4HngGlfE-o#HMfN^-D2O
zjf}Kv*p~yRh~bfQ&WAH?#h-J{;+^9<%$ORbNICz^T(j_F$c?JDM9-i)k~Xibs^>dX
zWuezHEi%>Uq<AeqBC3p0q#Vm{87c9G=u!V#I_Y~^6u-Tv2Iqdf-$1m^l<RBzuiOFI
z8;|@sTeF{=oFFp~3NpK0e|X!eH}EIiRQs#-3tdW>1o3{*dL3yy5~M5U;v5P61)W9O
zZ{q_|`1Bq8NsdMlyF7NfdlMQxFpkC6W%_TI-yJz8U;fazL}VwqpFYVEsg6HIREs0e
zhy6+VR`>4HCvzNBV>PoNFTkxq%q7;}K9f_a_DPOKGtm!Ce^iT&yBVT)y>$@<m|Sz&
zoj!3K(q87VU7x5G)z!DQMV{&V-AYcMlo81Svn3kYt(6yl@9nmjs*J4bJM+f$FP%2n
znctg_UOz4G@3{Tj#p7|7N_QEZ;n$b%vCx@AipPH&)8+^)#Ban6x6Lx2S76HZ<ud$Y
z^QHF7JEyo^W)CS|<0l&nh!fP6bTmYx_--~+b9*gahB(&DyZ$Bblgml|q>M)UUfIpB
zsD=&MR3&2#qY~xTc8vm46mjfc!lg|Z{<pa_Bk|LyVA(^hVfAmCb4z`BI;fn%pwdNd
z$?ov`L)V#8YbnFj8}t8Iv^F}$(qF=d?tfsm(DALI`pDuEM>)1EQ(naw^3Rk|X^IL7
zx;s!y_d03P3@dfa9*+__ZA#-l4lD&#Ilu2#`^xmEqfU;MP%5ULqI_UlsjVYeR!&J`
z??lga)JMpp&QVQKZ$-+#vA>M2Pw_g2o*pXZHt{*J)*9X5bZIj32$b9pu#S@Wm0JvQ
ztBqA}<82(dl&GnAXi810g4muM75l>5P{lMaq0-5WDXLed!(<&;n+VwvQ2<*Wa_M_u
zs5qC2UE!wbH-nvtH$}9ckBV(liGqq%rW738#4=`l55E2B38}1Us5$x)m6s83%edO2
zAEp+V4k{rg592l`{QSd^u1BHFtx_x%Q^e;(|1v&9+NyV3ECR6`(OVsTPmfl!H??Tl
z?o2L5J>}eDWvm=FB(ieH$jMdm_`ab-y@tCciDVSei#r+f=q{q#5i$x+^5-$mDQB4h
zh;*pk*T>mM>=W3tp#Bz72i}Rj;&j`|Js#P!$gj3z+v2atf+B2Glwx~%L>$6a5xl*q
zqxu6rKE)x*B;F008_C@fD47UlMt~0Ln6G1;wb){tJk4g~&%`pv<R5-f-Cb3Vv2ok@
z8h>LuD(W)$K_nkr`|j)?rVUfhMilFNk5^1FBnInCeD=m<?a_cMoxO;0)lew56;mqm
znG!C=WaH}B_)Lg2;k1<iCY-RqWsIe)P;tFyv3pf}&;_(%jE{(r3MV#&o?v8y+jEAP
z=P`%r9AoWrbmb~kt6$xQ3+_yD(JQ2qcW#p_)EIADR1j%Kgs(<d;?I=mrf6?WH~c=4
zz9Kp@LcjAdLfPA{JhSh6`o8BuW}=f6smDO{RIaD@y$cZOnd4z<PSaXzGrgKg$*ok|
zlN^hBnsgXM9lR#>eWJ^fHtx+Ywp*zWGxwXN`Ib1=>P4fpmja!m&T$$XvhKgXu$OCh
zL$ub<O15b##oAa#<w273X0YSsKJ=a(0*kt=nx>`iiH65_X6#EB<>^irPO)ld;oPt3
z#x8aY%)RdV1S_4j`A;cwnevG5@Jv=Qdwkwl|JI%yVtT?)z|_ql?Q3JmRo%v{O=zWQ
zh_%{SjlG#$V35G0x{3XLW!EQUrPJ8n$3r!SYG~xQ_oj^RP$IUjnO)mgW|*YY%-FcX
z!BiB}bkw?_8+Sw#`OyC*Ub<udPaiI#-@b7M8}x-&8V91s1IlNE%{~Pprgib`)LgNP
z#2lKNAt%=4OpI$!>jYnAClfCB^iwots~ub9sYURKx2YYOTLdQKhz^M|97P;&us1aF
z1JiGf{dxYGIS!&8xV2V~-4jFIG%xS6uVqZPpvn??hv+nsAbgR$qS3k?Q8s5Ptu7mT
za)^^2!s7EAcnc<jpwt`FZ{~c*wlI=qGTd4@ol0&gQ=LXaM9#8>=NI;Rj)Dx4JD}##
zSIs;$GrUggaqVQTQK0Y%Giq<xzc~*6osTV6%HzWLJEqi#Ka=B_PCutP-v|xg5L3D4
zyYtV0=2w$js<qDs$zaB3JoN^R=yh_=N}d&&!fWXk(Ab+Y@u_c{+SeSx_z991{ZtJ~
zI&u$&_jqbJRSlH)kMyt&UulwW9iM9V^fBqXusaZ%-myQkk*OcTRti#WljT_RbFGw%
zrFM;Sy0>M_S)ZfrN3&M0lIeP+g8m?Pz8#4fQBK{&vHGz(j0GctiD|7<OPna+HU|Fm
z$UaGDvnPdPuNNaq)(7PDMyRUBnY*k-t4y|`VrvlnL5~M@8Um~M)@)})wIlh>orUgQ
zv42EIv1eoRT#J=1-R-l?P4ZcAQH6eM|C`rf;ADH`5x>VeBBU$T9K=C>Y7g(m*`n><
z%{Oxp#nI6sl8a=lm6t7)qZZ&D^81Es-0SU$EuIu#<|_4S*}Jsq;PKE??T3sh@fJ>M
zk}%&K93eZ>W{~B6VAfyfMRmS`IFPvbzIir!za{?>VQ-bimgtYO>WbsN(#)32o;pH*
zeml3xalo~X>PSv2ho5GLRHNnfBVP7K=l4dZGg(CLb!W2T7*f0$=Xy0y@IcrtEUHHw
zAo(}jGW?_6Rq?%T@A}p}6)_zBH)T6LDU`nrPdEvpnLBE6_upf~ch*rUwoPj^ndjPU
z8eT%9x|pN=&gjF2(AckY|3Mq7l6Q(}M9qLsf}^@Qc+6vBvJxVlW2@PY)LYZm5vfM*
z7HZm|BO_#+L%x}zlrK#sESGM0>703EoEb|uI{*^jzOl`QH^V6B7#e{F+wEv?4wm8<
z`*V4lUz>by(>kW>G^>EG#y7`z%!?C8(MmhFoL09C75*1W{na7|EJ8GA3dUGQrg9Wp
zfc!K5{kddOnNPgDDwwcSb$!OY=!8$B`sCiP*27@YT*9_^-T0>x-{yF{dw<{RWWR>i
zpmpC>EK?vst2i0zH1Wv_W(byZ>Hb`rW6?x6x%@H~rljLH%(bTGNkkWXgSukNSorsQ
zYx$fm^}GM6K(t71OwEWcK38#is?^^a*g6+pPnFLvGV-e+xtbsIbNoah<UT#)`Vw8{
zxkR!uXzT|;w(++iKe>1IAA{{7PAi>+?5$->SgHIdvZfaGjYV?&x^J$uou*iBVx@$1
z9U+knvr#>5M46I%?P*!-xDho@v)UwyV470xyCG61BVDJT=+@W9E@LH1PaM8wk*4Za
zZ?7O)^)h}kUGaO$ndrJdY;kAunC{@qopI-#Y@RGh#A&KC4-6BVJ6;Sl!M>!uIhrBo
z9FNYV#J0OFAB*kGG8)B*j>b;|#9iIKQ*mp!QZ%B<OsNl4>KaR*x5W6+Zw=MB&rHXx
zgsQJkTSmpK$tmL5WmMYz>z_HboD(NPqcpvov@^!m(-Sxq(szz6f_9<bH7~VvlH@o%
zIvtQ^DVVupHjERbac|-{X=gqkA5TY-o9r|ZwubH~dkQ+qS>m*+U8j{Xsvbn?<38;9
zFe|}i6#l7X@sE-^=G3m54O5q3Suc<CKC)msqj%421zCDY8+&E}4=hsQTss|UHZ`Vr
zTlXY$gO6sfnGNIYo;GyE-4wiX9>>LzON|FFqeJG=#V3a7jUij>6dr?0HwdP^iBKy|
z`lq*9>e%(QW+m>b?&16_*@t7O#%yppWwTbxJPMPtO(H;Id}2YLpv$8|`taAy2De~i
zvy^lpWyd^8(lXafCN@1L^vQ^LBDZg~)jK<!_ql6!0oi`^z8=lwiM$X~8dxwQ`_kMQ
zJ-qo_*Vu{JW33_cZ9eKMmZUxYw`=TF{+VS&nrId8nCD`zLL5WH^Bwv3)jZMnIag92
zK{Y;2P{UPCoU=i!yoISn(o37vV_cjTr;_hyZDRTyfkQVuvs(g+yfWFARc9{!RH&HO
z!e-vPn2mC-o(d29-q8LjFJm-)^-R<1F3pl<pJ6}6_p7J-$Yg}cG%9Bg2YY!u7FBVX
zofeH^1iAOAvBU9a{F|H`-iuqtz|6AjSMq@Izh7tN6r+wk6LTTh68GR~2L2dd5F?^O
z%$+i?hRFNP5Gj^DL7Ud(+~o-y;fdp?G|~<tRWu*l-{Zsk;$gGal+$_=;qh}HDc6qW
zw}mcSa1h(UDRhW@x)%zf#p%?wKZ&S8CQ1~et(oPym7L!-nv{D{s2btGE2~1Y)-mP2
z%)Ze}F0*u!RguwT@ZFF*tvF)Iim4*q(T!h`gpe6dCBJS~E#_W~K_|JG;dV+zNZ`x9
zNYEF!LRXlcm$HD^((X?eybHEpk%^xva#S&e+IW>~5l<2~+$&N=^b_vuTGaRSe}sma
zc*SnZa<jKKBfnVMI=R^w4V^RZyb#IBE50^)E>Ak-UZqaQbGbq5b53ajpr(#WZL>{=
zYwZmaaNfgn&EjM$Q|nPKi=CeP{yOT^BTAmh5j`I2-`JqXLmnAdEvb@BJu%4Q?`?}f
zsc(r|jx3Kvl`HU^&qQa?u-tvCCa&*pnV_Je(t8~voia6Z87E`FcOXUFjKLH_ZlkH0
zwaIt<QxOi$G?MkR<&3%E*n_d_eNTT%??iPqd<A~1bSoRVZ<~C?vYt}~`ExAFa35KY
z8`mCNr}OKvu(?LokZtlM9DTc&IZe2C42e~hIG5FH76r%eRAWo>&qN4R&F9p<p9Cn$
zYFmB~<ByQ&juG~mB`oaHNPmiv_1()7A*<U`v#*c((qw^HRC@e0v?zF^w%8`-ZBC1?
zOkUBPJBEW=ZzQvQwdRpottVzhv0bUds5ix))Za%O$4a@DOrOM7zl2J4RS>gpUc6$%
z2!AHV=}E8reRvWhLvrfQ*~RZWrAe;S`A_jA#zL&CI)HBu`FV(3V(o5~rY(r5hhv8w
z4-*it?N977)E@0qVw3f$-O1TXubihmi8)A)z*NSMrk7uvTvLUN>nDBD5R((-ddx}8
zLS^fQeLvGGB@D53Ta)RSA`u2GBIh@bn`NJ)@cE)Y4=5A?>qLoWoD;S<JJ^>`+BWsU
zS&Z%v1LwrS)1Z@v-7;O*6wTAKzYVdwBIcepyH2LqLqX0rM)Z?W$!D^9BFc4xCv*8a
z&AfDuf_%{Haqx<KmmIxR)o$I{Q09|*xoi?50(v;IMSkz}dR?v+RqoTk36+*m;n|o(
zncjdyJVJaD$x<u6?Np;u=CvT`38GRqb{wj4*1Qj<?VOaSV~PNa?)Pad)f8Lj>2iwz
zTI2;A&HTdj?qT1W<9mF3<7!lW!RO|2Yb-ZY|GW*A;<-DPOL7`GZGmMH(d`DO%u8`y
z{%tiF^X`aj>6miV6PcU#7)E{W)TvC=^G`+^+Ir$5f3L(_|GtEb*lJ8e|HPg&+=B3{
zA^IEB&Jp&cS<HFq!)xnuW4GARoalzPoYF0QDn=IDgQ*70ape6kJ^5wO)Mta-J0>RV
z@B>uY;odz%+z&~q;vFMVr{<<v67BsuBIYY0k#Ai0*lqFgHV)||U6STGfAEz|ib^WB
z&Aa5aU7o~L(aajRmQl$k14d?2EohEQc-nB~7Lz9tuKEf_n}3;Wmt;Cd;yWBtM+T3G
zUxZ%7V{;nOb+~RC*uuN`ePU#qAoJT9Yk8O3+?X26_NYuTVmv>a<657(>AKxL>RZu8
zz24X(sizwEBd9YWNgr37=X`_$t#=Z{RF3$_jJBfUvAvEZ3q*alv`2{G-?R&P$Go0$
z_DJ3(DQz|(rxQ<NR6c*~wrY<$Ype?q9@WPG?ZW@EYwh%2F71_H%dc8}+?-#M#)v-J
z;ac`^myw#7OS%s<^$ku_$4J{@JszW8hs~j4$UQ>Z?nq?z#^Sbezqn1KV%kKgbULKI
zr!wb#DH0TCm(N^Bcv7EsO?q3a12IK&EO>CFhw8*K7W$Df#cQaLe<s3`=2h;P1abN<
zu9~!Ci8&i#@e|ZK7rb=#y_H8XH6twYo69FNTT#?fgp8id*`vdRGm0i!Gx=JY_?^Va
zhwt`|r!Ly;f3!CnN~O1Un@8T~Qy0q`1d{mua_yKtsppaJjE#8`TZQR&)gsI(frnH+
z<ME37f$6qNeP8=V^B7@-hrT|xjhOD`&<6#X?(CJ+@MnG(SIk;<DyDOekU1E7>%_zO
zbgHuP`GR(fSC2(E&G`w~T!LZ@@xMQnsrWMyJ+!TVOpkK6iaio8OUpiZil!t#l7w__
z+BKYhEE>)!w|`iTI(;Ii(KVB}HdG}Vl~9eXu}kqO@o>|Edk4o8YZaSPTKJY%Rp6w5
zSK^BEO;v+*M@ITYM5k7dmGg}!WmGyBG2SAuhO3QQB`Ig7fnH0h)l<j7Zma&yWT$RJ
z(H41i|B=FnS^Y;`Y@5y6f{!UN&Z^C=c+AJW>BYnvR$GyfZrWwz4Li!Im8F@9C936e
z6H}zdcIlQdsPpc9y`ETuUVG|~{>6|nL0sx8w?;}a?iiCcI<6z>$-@{)?aeD>wDB9R
zaVF+)goeBsi7KC#+MhR^rz3YqhRbv2ymS0sYt)Eo7*V6HnxV{9-@2`95aW-Ls6NOX
z!qUt;w@37}f)N&SW2|&}MinWFsoak@ppY$Q3nFndb+7pDEaJts-az~oC90&`ZP<+P
zHuO^DXf3j`1qt2AQ=O=eX~TWjb*IPro`Ec(AsegRquv%pZ{e5vU0!2f>IAm?fGv2u
zn>6lGCcBe5OQjt$^upWxX1ztEl8Q`GckxOP5n?*k${oeT7<B0p`aDttZT!9ctd;k7
zYAe5``$+pD@@mnTKFnroKgN`rIo-e#*MoYZ^bVAA0*?o#JYAPaDhhk+F}aKSoZxwF
z_TT%%^sb{R3?whs%QXtd@)}t?&ZzlDswqdKoVXoP{2nnP&1BWu-}qhED6|a^{$QW|
z4P_i@cc#|~@Z0L+uk}E9``+@L<I&_Hv#q{0Oua=SuGk**=2eaf%Sc@Ao8Lh6&ME~<
z8$f!;emN?pM~S)Qi6YvNsY_<J<p^8khw31@?zG_y@oxoA?T?0et5lsB+h}|=w(*_G
zRo^MrE!5)NJ9?i-55mW3CF&++oMfu;H?CQySWkT7BlXj<2=1l9Qkvi96niu`6MxSX
zUHq8{i%!bx)E#jZSq^9M?wQ2RWggs7*CPJ5DWW)bj1X!6PeMeE)hCkE=jYh?wg_7d
zFJt`ayOJ%}cIkXa9?|CSZ0;(Sp7`IN(kG6(A`I;BOndr>=bzYrr=SNNxv_1cHkscc
zA0eavt@rO?Iddx2X&4BoIqZo<os0Deh<53X@#i%8++-AgHqHcyVsrk)y}0;$rcxY#
zCdb15!kW2|{i!nDR^)e(jXhgwr)u9?<+CAHrCu=h6#Je)E^&*fd5(lE=!fARKmE-u
z^Acp>SReJ3qihK2sIh)Al3cc8Dk0T18rF&>e*>OGSQP6Mt4(Q>>lk|~Vw<18b<L9q
zjqiEp@5r^E7bC~~4Qn})V<Wms9`iI3JVw9_?hj`_TeoV?m186}VbQrguuuW1#X|)`
zRPN&|6CR%wMBkqq*Y4Y0#~yc~*OAojhsJ$ELNo3WM>z#l?72Y%$tCxk@7cyzrF{9`
zpxg1LBrHrE>E?P;^CU*3E`LH4@u_dOCc=TOQ`YX4gi`Gos`RyWIiHYA_;hE8Z-_+I
zLyBnA>IY(*7}G}6rkX<19+NzuLIUXS_0{gV1iKgToS5lXBpfeQI?cJi^n5ySi^!1K
zIi^Oy6LG8WW~+!><iOPE9F0>jLesZK7oj0eXJ-+21hK6+Leckb!U%=tPJc1}P@{-2
zv}#fA&3MB7L-=Q`FEX(;3f8Ik7EOvR(-IzRJo56b-Ff++1={q~>M|Cucj<h#><m;S
zf8kC%X!&%g>iEqhOLw6hgPFNhBKE6|kP4ml;~<SLmAM|^bz+HL^Y3w-Q06r|Z0U~v
zWO_2b6M;zWTkA||R*X7!iN`V4*sHCf=cksiYI7mIQT*^7qvh?hcv71RcZ=S}6PsmB
zWcpav8-|-bY(%=E6cqf?xLij?u;v`!gNmHY0I}Z@GM7H8Z>^`BW4ue$;|>hsV4wM8
z$LqV$`nA?!%b2vI!0Qa2UDj6lsAt96RwL#4XSi9=F;K1cT9zU#Wl&h%=*$Q@*t1VF
z#p1UO(reUgdkMvU6oDRi$21#Fw=wRP@5vc(AhBs;_Wp1VB9_^{I!y$rO${z5MAXC$
zADCZ$_WowKxkj_;rFDKF)}9y%ICOFajn7f^ws9pC(wvmZmiuzYAmWAtD3cI9GH(%A
z$&cWaa#~fRiR+k!q~r6_I-GH4u)iEL_cy1KHa<pjghi4C-B!JdJ!~#V?2RUxd}B0W
z=c(&mgoUjIEm&$bi<k$0J(eHNf4w$jrEQPoo_k}`tWdJY%b40dR4vco1M#(ZmUJ!R
z8F}5l^wB*Y!h&sHmLdH8o_Kt!FyUFIPiu9gmRC%`VWov<k9t6@cCiCj{u50nH+x_@
z&;I^MZuYi=%)y8*>b$6aehMVS3$n-S6J~wu<w;XK%3%&du?6=lP>&#A;B;3UhoVVw
z{Y5&q_2gxQh<PARx3ddWl@ZPqu%$QV*4}u?jx?DlnPKLJ-W(aj9m}YQ+e^NEUu>LO
z0$c4wbEIRrU70`0r*`!u@os#ddtLvqHRFtZON@kW2l+($+gN_)?_0CqgL&SmSJ9L7
zU1OT)282C3-fK2_j0O)u1V;A<ywq0y!~UOJYqjm@Ta#xh{8V^LlHEczw#QDXrYAAg
zn3^W)NPqiR^J+xZaYjhrWcshyaI*B7^sQ6cAyIoyO>dJdO?RGOczacY`d0t9NLJ01
zq&O7ovHq^)L-NTl^=>0hQ8|QDcTHOGBiLwp+ZRSFCSTcCN{kerR>M;6W4n_yp@mSa
zrsm4@$-c5p+)jK{ho(jQbN=Z`#6S8qo(0u#aO{(nyTS8PT^&l!?RUuzEX$;RDt-et
z8|+EX65<Grs{840`gy`_C{#aMk9%9=gSmex^GB8XtKpOJbW?x)vstF4GsZ||iw<t#
z7Wv!Q`<80LVA<PNYU^MPw^}79euJbj$!`1oK)S^#eInASRy6fq_bcNPUgUvgOmvVR
znQzku^V@}dsZDP3pW;b+d$#&vai16l&n~I0?Rg{5I+Y?!y3O<EkX^>7sF;*$^S5za
zvqmNESELHLZWpO{%Oh>8&bCoX)$A7*DWUtK7*jtVca^MGY|t!mkx9t7?#~2J8#i;A
z2kRO)Yj-H_X~QGASG1|wzY?YP^C}S{ow=vK&wkMVG>ycD#dV%MFDm&m=|?Gx$RmOX
znNG(pX{7d9TsPTjt1q|7mLdgk5fw8*!tayk(QVG0YvOk;mLkrf*JNIM-OuebQO-l^
z^&i>X1NlX4AJ;h6hDoPEq0dsEpBfrF=Z{C{Hecw-SLnG<`RN?w*H~iKXxC<4b%xdF
zYm$5=Jkd$V_`7NluF03q@j;u?3CzptW9(PgaA|LppF)c0bR^&4iBC*nQFA<0HIDOz
zRAH!3FY(PKiVaTw`(@jGd3o~cP#)Rj6r=JI+n*X7`Dd0TiryW$AW_z9n{Sgn{m!bh
zV`NMmV^OiJEi{X*@G>%a#K^uo0^+PTUl?<K8IPu}FVp$h%UUt_IgU)1<C-HQdhVF7
z)5iW8Jtr7Ad3a}(9TJOSuZY~4l3{wDJ>NuRaTM5kvsTP&BrL`y|A*buX5g|{j&&*5
z`<f?ZJkB}yeq(Ep^e@(<ns3fOQ^G>D1kdi;Ok92kjQ*Y8kxIlPubz|1z{Qv%M<5}(
zMX%_mDF-d}%#M&1O~j=c6gt)Ptz-J^FEQMUO4T>rJ51N*aRJZ%{L+jmapXhOZO#hN
z8KSEQrAjAE_vf5CdCBLUU(^|1n@x;)cLXN+GRHzxvNp}QKPvXU;9<u-AJOfUv|_4J
zQ$5;vhrH8gOdRFjtgC=C)i$u5M`oP49jE^<UcybRmOOIV-|la*zyv3?cSAWsX_M#?
zaT42P@h`%&WIbD=Z{*e^2<2TmOG=&ajoC;dj#STAyrzmpY?azD%<X;|gJ>ZHHw+_G
zDOt$*zgkx@%=2TOAP2;zV_KZ1yD`V%n?i41AiQBTS(=w?qe>})&e7CQf$WP!{dcEI
zEUj(%b1f~DMcf=B3+7DvN-9%jQ_a<rTvGkE%X0P1|DE2|s;P8Pd-7>h=7CE$I)P?S
z*`O1`bdXnunFiw25&cW@J$jh2ytJUA%i;8uh1HWepO|@(FH~)xX)bO`!y^)R`R7l8
z%+E<IBZH30#+W7Shm%RpDFyY!DdIMn8onr~`Wg3XoL}q|rLWYJt0i9&VN#_(o#&u?
z!^s6^F3UG*w8&aLD$V9|Hk3Kfp1i8Fj@o7OlW~Q8!bmtXFWMf@PLR8H_V0L9vQP9q
zu-7jJi@@pQzZs{9Uatm5on%<P0j|Y@;y<SGn?IRLH7CljphuoBnfek=H%qTL8Nf+0
zS)VtSM?A3KYv&{Nm`5j(Bfkd@$!22;n!cYUuho0b*kU2SHhK}^zZ<p_Fv;}9<okGi
zBSNB@_?N*7VGT})MO&Ic^3E#J_pST#%&Y(t@v_q28XuQxM0?t6A~>pOf4-p9p9hP%
zwC7^)7z#v+p-vrD(i=`WhxDynKiCrS6ZL#(|28t}@yEyZguWZG_uMLeX;zVbCo$wP
zTPWuUm^UQCb~)i(2USg?ZDO~3_BWyswy0e1Oz+#H7dy4wP!r4jvsq>^v7hp$VIjNj
zX@TZ-4WeuDjB_o|27f`l>9^tczYSVW7uusq>{8A2B5&i;QA;iNtNJ<p6kX|U_*9Mg
z&EA3NB%&P?d|R>MOUf}^E$!Ho#`G{;?aSB8V$<m-)nbY1sQ&*~NWH$h!=ObS^|%3o
z>@-Dqx)FqvTAYhKDvzl{i!9Uc_P2}Vu#J*r#B=E-KCP#uB4xY*J{&D6d4}HeOim4=
z(j_aSJgD|W*>+3QLz^{We$S#rO^<Rm5HCWMjSoRmedl}3{l5N$xkvb!HltE6#_v&U
zV{(SQB>Y~V!uOpDSFIOm$=8;6o72cM6802wL*@D6cAXZ#kypByY)4;-o4o>>{HvzJ
zR5N;MJd1g>9ZBR}wb!JCL|M^tHoG0i5`SWfXuj9yVVIXG@2%}?3t~K)J6Yb%dIVim
ztvWRhd<30A&ey1JHJ!_IU)ARA%28Lu8=^%l-fgqWL^0eL9-oUo2936kXa?r>Mc!PR
z;o4tv$(H@Bq4J(LgZ(Lc|Gpk7;+Rgevqe*P1LMDlLdT!&WdXNZ9!*m!;v^$`Hu(Be
zp;0BKCTin`b=SJu+-oasv~Q>`LgUo={&+OSIqoN<Orh^gUa9XgmRTae<kRbN=HAgx
z2@j`+xcB;|RXl&P+c3UAyxv(trk#s*GQOW}8uN~t)|6KNVb)1!N$(HQbc*4QsvMQ5
zr?bgpzTTYJ(Np7NXEGW5dfwTl3Hg0YdNTDUWA3W6#a#_#L#0R|ubJf;c<qxH_AQ^h
zw+zz6{U}n7p2jFtDXu>?upd3Nf1u8*w8=;vMKqlYU%YC~?_<y3*A9*O;`8l$=}U<g
zNgt92^Btb+v;RFapBM=pmRcFv9}N}VS~NXnC8CXQKDr7L<MUOTI$<jubtmr|ma4UF
zwk1E+3*U1JQA760TI!xy{bMv+STt{wv`TyGnDwBJNEJKYF5lPIMOfIvP8R=fh6O%x
z?g%`89eiWy{Q3U4sGcbT^NsE6nDY3%#yjVdhqgwvB9GoTl3BLQQz_DYTx)#lnGwb`
z@zd@;Kj>3$)Kp8pv%hto(}r^qblj*1#r`|zdyTZjpJDa@8^`X3q~+@RK?O8xso&Cf
zay~|*`!}%4biN~+v~J_ArwQ9YG@alWnJr;Q*>6TAy3XoBYN9=ThUc;8*dH@mPi>J3
z12(d>Bd@Pbq)wM4N%unQ6b(2c?)BY@H~xMqy-+|qo}%w&bME#^4}FIDPx0?ezgtrz
z%pP%ypPfpjO6qi44_g{broMBzLN>)9YeKKtH-W}fXtA~t6~H}3;5orM9r{+?KtYUh
z*ECQY1d~*<7pg9=@4G*;j7c%WDJ*V@O0pdw=JXK0vD|;{=@rW~Qe_LCqEE3^ZLK87
zR-lZ98^Guw2}`6?tw>_cFC+QFESQi?yZSMvmPnJX-PGD~c3gUnzkB=M-s5qo)UNA#
z+XjGoB;4<S<<}h^%k~%4)Azfq{hd;UnjO-zZ_b@du=9v&A|60zW6<KUC4@@+{q$4p
zk>^AKek(rPz*J?6*C^38$1p{zIo0WTZ?;r%7dGz}+k?EqTKfK4-#Vq!6r<{r`I~5_
z{fOz6{JW<Jk;6JKlgm?VnWl8he`;L{iPG@LId*nn61SEzq5RuwFy_5Ip5)&?rkrw+
z{4<f2ZQXGfzfJy~Q(RvaY4_YJBEOhs<n)v7w%%cv<6P%4Rgn^hnL>-VoF1vYnybpG
zjqVaVbAm6{;8uRevYI0p^PAc9n2y*$)j2rtP|7s&yd_34)#~^&Ak{Y#9VVZ`28G)A
zx_|B&BjWxbqNL|${ie7}m7ZM6V=9a(g`d}-eXpyYOusQvipf|_B7w_iO(UCf44sJU
zh~Iwy-tKxNcSM!9OeN;|uO2Gz7t~bAj*%u+TOOG<a#K6oxcbXfZte7>%snKEX(_5@
znngdAgfrdt<zSmsr&FJueNV)XoFI5+lbVkWE2l-D4u9?&d&D**rX4Yd`noY%e#&$6
z@+?4$<dtINGEVlFe_&{s+MZJNbi5X(DP~S!lx~*9a<@?{|0$kKzuB!mHddA78oSXu
zGtIptkr_Vdf$1n`eEb%gQ}K;#oQg&ro_OEu*e91{IsZ(FU(&%nw()PV25?C=r*gd9
zD!<!s=;lw~f<@dJ%gX+-Cean$GT9w!7T6y&Jnj=6Lm$QHj;T(La|;slB$wL!NlA{C
zDLxwNB|fqI_K+E}G9tVNCr8<;#s&a>PregN)c#bWPfn)lnAq<Ddg>7TN-oWxYS7NB
zruCMnmZzY_mpD(a1_gbC-nxI&ez5#)+n&TyMjwN0)Hw>R`~+r6&RQ&2p8M(6&k`!X
z3rDpD{4V`b&H$HAqqInWj%q0*rFxH#=^v+W!@)K|#Yp{;aN1h(<vF^Z#C)QX0g^iw
z9nrx>^Bq&!PUX{Gy{$Qu$z!S3MoLxqBiq@(x0*+ioIX*{<=iM$KBIet7v|Oo=;OJt
zsy>|IC9^BXEV*p-<{Wz{oJz~nHG6bew3(aJh~qAhW@YK4P&vdpI=wjeuTSSvg?-Cw
z>6fEdj4$<~)8FTK(CXg&OW&91#hJaDF3M5-)9xMOrfvL#TD>Pvpcl0s<Y=7n66e+R
zo#qwP%SKHxBE={*w`5||=KkXHGM>{&S;M$z6L&QCk?}bmB1?Ftnd7G>S&_cAcFtoh
z#REs&@(3>3Bu5*g>bnD?jLK(fiQwpfL=@`pcVh}M$A*UKo`VR<9&)37W8<3wh2o}B
z<fYN%{^XqAtM~i&ezfWid!otKbFA#rXtM%Ka+PCEo3BJQ>{E^g-S1t6^X+J3%K16x
zI3^HHu3HU=ou|F+QBE73%&W23dq{YW$1A3)s<>4uag56E{xp)`1w$RGRt?OhnkTYL
zb4saCR&ze1cjYvfY3#6{I*_if@vZND&Ls+cG}OD{o3<CPp&|#|Tbk%hc~r@qFni5n
zYxGqxdwkh=B$uMJcj1mjbYuY~Jj}%(K^?aM;#T<-6w$)|cyueF>TcTE5yv8}Iv;bi
zB+<~O<a1+>)>7drMdC3k<k_dqWFP5UEZtN=e`9aXAswz~Ob)8@9BW$dvn@oob4>#e
zp1&p&ISLPTllrsO`+HiZDpfHd&b~Fskfu_XZVNubmoQ@tGNxoWCm-ut?!RO0mh7*e
z?#QJGJ==G>I7S?6zB1V|Z?Fq3HaegF_R8%8;{a1A)YMbeVSLBPd=8un7d2BX61A|X
z<_^vlJGl)fb`lG)bVjNjNgm}Xc8n;7Ey9zimK@heTalD~M~uX`f<HD6yg5X#VjQ|*
z!l&Sv94U3X`)WCTM=Xj<Gd`<ki*4_CBger^5|xH;O>3BwD)rFzrHA(ze>Q$_y5lc~
z#80FjVTI>((b=T)3mlKFy1`7@J=<6G(z3%}Ef0!NvFEuZ;)$)2ZlmC|8*>mza(*}1
z7q4+3%j_&G@3wA56?43VO4~@uD&mTV(*-}?My2?tVmyAA@M$Jru_|mi)p?eG41Y@e
zlfJFfsju!YW2&#`$5K%f>*SwV!laI|_hut)JB~i8ET(O4J<;T~2%aoaMt5cApO~V$
z+?kMA*YfX7T{P|1VirT^)5+-Ba!*aBC$c;O;>i*+s?WN+d#aNqe3H|?eIo8VVFLs+
z2gwqUZ4e3gY?)$Lzm<d<%`5u}?8lUXZcAgok?UE_6Z#O`?n4dV5werrD}HNMy|*^z
zX#6HFB5QEslgnrD``W1-4H1HBSV;I?v-co^W9hS;Q$M1PH2zNK9kV~mvO$I?(jL*J
zn0Ie^0uwab$C8$8R^o@#hD{F82F`I-t-Q%%Zz*Em97rA*3iO`4e_~xf0trz7JK8zb
zaT*j%XL*%z&EhaY?Ur!4$}+WoaaA(XAu0~oKWUIQhjBkkL>pp+7Buxz%bYeGax}gn
zD?$@l<6MGjpG34Flio|0^DP~E65(KCTsTA*e5k5J+~lVTU+oL2rBlq2H5o#xB79h3
z@OjOg3bk%P;Fg96Q{O4t7?a|CGz@yNSNiFDs%bt<u}Fk3lC2t=#h=kV953zU={Pc~
ztB$ZSuBXnaQZ_}RY`Z3}B_h}#O|p*SP^pi11eeG$GzYfa<2(Y3PSbp6y7hdBn4g_}
zWBzn)-(#x;<(3oaj%B%a_JZAz`%6%|>v!KNhb`KUeH?F%KC%`W^GtPOoqUXUF1V)m
zoFyt@fj)KpAbM+#Y)eeEg<Hu2E$<RM0*iKr>b@h%bMCR|aqO*EzVoDxOZ(eH-KO?~
z*}~Um2btl;5}sPGKt*rtuZD*T>ASNVhHbfey}wrlRc-xqf0_1e8_JQ1U~`E^!($I5
z-QTMDk=;@K^=pgDJl}XXlB5_@-wY^^#;BHg#8KzH_U9M7ESRt$&VF)H<3px%3egwd
zn`=}Q@fJjd)I_N`5+@Sfm!@L&$Ar$0{rk@sHHKw-bOi6z=VLo>=|<`!P@JkG6ls_?
zxZfP&Xf}L29Bg$i%}3ZEYAUssxorbsX^tVXh-enII_#meolN=W*$+eQF1FLmJ+#DQ
zaV55d3L5!#`<PQL^EumSqrLXjq{f!8+`HJ{>Ohs69B_YM>Zj0C+!J$YZ<>IkHhOQ(
zjO#NA?NeT_tQ?USr~6iF;))|Yxh9gKj!$^#EIE6PB2Rt{Cb!0Qu?2UuwOGG;8T#V=
z?Eg{)>WB<*yglsHl{sw&8P~%8U~yo+H`002W_R+R;)#3|x3_z@O)-1jv|E39nIh5V
zIdqEM8uYt01;FWc-S5E!98oh{a<w&=-^ccPZ?v+IvPjzS!d_p_;xXx}t_G)GmNp3O
zi;=y|-rHc`+S`GuOgb!gr}jmq9-`At)1FKX=p;NlhD&*M-gzoTLDHS&Ogq;F%?#93
zi8$5NH=ibMl{ZQIvt382%gDBiT7JKQG{sMUMyER?oYYg?wv;Fo-6D_Oe>KF{Wt^(a
zYHJ5NK-Zioa~&xeLR&PRTe@|m<oc>rJRPhI@%d{*%NFj)nzUjo`N}13gN;n4_EbpU
zGoi~I1{?Jh?(2GI6eHI<w_n+)ifl5o5zW*fhwD;Tugz;Hxj_b$OlYA`rAZ{DU`-eL
zp>qF*?Zd{&Q=lEsFZO=0_xQy?(Xxf61083eHC8YG%o;6yx4&C#?x)Zxd}gkv+QL>E
z&P^YQ&+lP&e0UJWc$%xCPo#OYw==Y&Men-bvTk#t6v=e7+C!!D`+m3e5?XSh7Kx2}
z@yoo2^V0UY-@!-66B0;gn;mbll~@&G9AuKM5Srb181lJ|a@1_+^j0Lj#Ak3Rmv^f;
z)f4_jto(5?gr6i4CsmKa@;orxc-y3LYPIEq(Bxd&)-5JAf$cQY-753gBB$H65LGNa
zLZK)p((`prlEV^vO*J4##r;fscsOMgWb_^l;<LQZf*xY+;;I8@17p1((`CDVi!i0z
zo0oEZzBiYRb>5XQy8Vg~`CXnwCGHjCUJG4DD#(%4uF)#ihh=2+T;Q3!z;YLeh$~07
z7tOo^SyMyO6!V;B`ykUET-}nRt!YUIi8sEqxPuK_E%qwfQpj5@@sMxw+?pE+@0k|H
zH||9?bPpPN{~ozovJ2#P^h)M@i{*GK{qbkYbV92XiECTZTcc9qoBnNb11c4BJT)}h
zjz^hv`TQ@{$kqsEI~v~HrD#qU=n?U$hA#1EmiVN3Vc8?*QOMq(WW3_`NM;~fc(omq
zZVw=qXIFYepQC&(-=jV-lOJqG&<zI4gh~_nR6~xS6tnh1NA^u_79%3!%<W^$7vV0|
zhvbjT^2F(Od0%AdvCR*UxyLTcPli0P4NdF~m(hqmDNdj^@W!ebV_b>>h<fu#F1MFC
z-L~WMQ$PvV7>~=&Q69vrcgy~RN?q@{FXd8+3Lfif)80eN>zI;@@1dkBob#gnNm-7*
z9IUmUdQGTK$usH+WCNVHduyIQ&gU*GNpZ|xrj(znNF2>+bR6H*aZBggmN`eH>GWE*
ze|0wUm3a)8XR0H9hAMTrZrCSu@^4;Ga~yGGQS<%zXYgH9M4Ap!jo$li<h$vNPG0HL
zzuWti*BsgOgjX&@pxBc(<X)N|oaY>RfBpZy2;?Kk$LNqz(~M)GeR+Xz^wV~Cty(P~
zQ95t8FIR}hl&9i1>Q2wL@hJD`Jeg~dpMBPicYfyqGmAP4-BWJ!_u$DC5#HHrAM_c1
zGj2swDf?;<C{#U0a=i|k?u2?~)M0l@PwLe0iwuyg>$jo*Lbqjn3NJ>};t`^gf@Drp
zUJ<z~HpK_9Bk$ahk-sBNzuBk3hn{)8nZD6$dln<j<zqb(%8}~H9I56#6He-CoQ>9=
zJ^aTqwiYUuD}Q5OLG2jpq|=dX1bSz5(`MGb5*AZ)N-5A_pY}$R&qL_R91XUc3bw2z
z`LwpNPI<R>)}z&?*XShnTy>%`%2>i{GO?IT^48;+E@@VZ(CGE6I=fUwgBrQsl%zHP
z=KM*Hg}jFI0@|DzQ=>)SODJ;$WbtGdx_{)Ddk;b3eLVGUU%Zc>@oJ}-Rijd%^M=?s
z^vmUilQ{CV<b|4fIX8~6i45EQz<&4KERn}cSV+B<demzfTi<=?s(F;&#G{6u==;j&
zyCITzG|-f~60=3l33-4z>4@{$TqkRuyfR;-y-IL8Lgia}R9!{BnF+)Sm!h)1Hf|Z8
zHeza;lFdC->ib7#u|-~^ojlhqL#5d)ZX3jl9bpTXsYbt-6AXTOlMMMP;#Bwgd&9{*
zZA`Z#rOl^x)@qDs-jTLLwY{ItmML`{BK$6P<Hlf9*ly!9#W4?$L*_BTw?lkOr|9&E
zG=1>R;CG1~@Uo{yrA>gc3CmJ-oc`6G>OuRCL!~O;*aMC4mMvwvJ$q|-W9CGCYh8*d
zv@xEY)$vpr9Z^LI>4wAD*VV)lWgMF2Ct{$YLm#~yJsgFIJgIg{xvxBx=)??!swru{
zQYQ<T(D10s<C~IX^_2V)Ql^bS%KW*1Cbn2dpz+QhlEo}#slL>A)|~f#X%tA>MrBvI
z_fp-m_i4Huhq~AIXMJmFaPRYK(YI?_ld9j%Va}eoH$LaoxA&Q2QJm{`C$c#@W0KeQ
zY9f;OGZ6}DHK&;Vt6=${MBcZ*oGqS8C-czC<=7VgvGrlbljgbhwj-*g3yAz=knY7B
z%gfIuHQ%pb++UhGDdnDmyz<UqiT||_pXGAYmxHR-)ZG9RbD_qM=by=Cn%m{5dDdVd
z8_>VGEy{=|wQ?-%9aGiQ?^pbOh%z{rN`DPW8cS9#>!90L`>3k>_LS3l2V}@6c&SEE
zPm3%gH0e7jGv^#~K^;OhCG~~q9>ue$Uzqi3izZ^}%h4!Wc5hMYJ2L;Zr=Al7A}P=8
zZF5Q8J9;37@%j8U>DV`(0*S{{%eQasiv!yteIY7GcXjfubf3xIXncA=xl~C?$yj3h
znOpaoCv$BfvO;%bDQ%A(@_rj0bpGu`4&LWlvZmxIz4OU&RK+|oGWzS_XV^TKYb<xM
zwb`vWc9_!w?}sO5vX?ynjs1$G=18!&`%(jXv-@0I1Iqipzci}tDV=`DG1=hx1$W4y
z&y6}%*mByS1AAI^x2icJ=No;MxJuI+Kh?>P&xYs7H2v(eFFDP)`EyUnX7bT}k?zlY
zRE$*mb{gk8h9`1gRL<d$p*Ys4v9S4PKtXIoC;#E3&VWDq`QmSHn%qP;Xn$=#%iLY>
zd7D!Iy@ZzBmyFY=Y4tXoyVu+0a&-(H@ln2UjctZ(LCH~Sk`%1b=^ycIf1WGTs=2GV
zuYIRi&5WY%Cm72hr})v$Uo5wRqcIncL!(Y1(`W3mf}7ghi=2&n*35sEdWn4}V#s33
z)Km8CwcMC`ef?1x4YNQ<m^=U(^W&jA7Na_fr{snnP0-&c)ew8v=9lQCdLr@7)j*^;
zo0>Bd2AY3B8-F!w=}*`#rhb_2p$^OQh_6KRvS!<AG^H4$OhuwqV)wg4EQW^Ag+))(
z&qN4&d-(KiQ~wGjJh$L)WKBx5E^)q+`|_G6V+zbMQHNA-LG;3}m#Q|LygY)JR4P(b
zMDJy(uh({3ZmWE;F<I4iB#YDhRF;_wdS$<3ruDS4<+s&xGZb@)j|U%dKKws^YH32~
zC<^*63;6@)xXH0gr+c=b!qa?c(mAf6eQZydX=kc!Ndq|9%-p;Dd(6eY*+|JkaAM!{
zk~IsFPdS(3=gV0LFrka$84_QbY-yuW9OIVx#kl}1)>Ysay=ry7R4ZDJy4vWo)lQ)U
z-W6Pvq285=l3Z(oc5RBRjXqoDhi!($q^UP>N{y%HDsIU}$9wjA^GPw>d?pt?2a9eP
z)GcImmi?5HB8MZW731S31uT*0KJ14hR#~Q8n^cvwu7phUHOxtAUnki;pJnDQrdZ#o
zxP*&aWIiw?Y(9u{>DC%x?43EIKm>B%`q}*Y_xIH$G74;^>K*zNQJwU#lsVHO=^1gB
z(NS?!9K38b**XwQM~$D&KeI$JKSNQs5sB_=&k6n|WPT>%e29df6*3087;XHEwPP6(
zwu=e_zBtl3`WeT_5>coklqaSES4GB|(t$=qPQvwiw&}yE(@Lp0J1ld}XQrn%A>tkN
z5l1&Zsg~>0^hqpzWkkw5r+BC!OgEx9lD-=~y{nZ@Q8C%!`G8MuM)d-^Z+&eN^=kS1
z@f4z}7miaq38@LG7ZCBSci$qyML!zb?K3(#4psb|Yg^<erm83~r;mD+NDC;b45VEa
zIVRAw$@CUX^ee@+RL6T}HNDqXAt>+vJqj7oT>Yf<5!6!e=J!Kig1ZNZ<CuUyW-c$1
zZcYGu)o^Jd;V60H_V0SGal`4}dPmQn$PHex1;jI#q=!sV(8)ZV7J8T0D+KICbPc4&
z&KXJNTKFcih8QifurED5POsI=-o33{2SB7bsbo(T5u*=K>u$(da<aW?h37@~$eHh5
za8%Qwbao?oI|7x@W0NV<-@-$KQM<zYZ1roC!D&{=%=+(!jiJ$2;Mnho!tPUJ8y)#e
z>glR0YM)Z+WLn?p*<8Bl8mR)KT6sLR$^_?i^Ve+>RjN@%XuP6Wm-FGN_r^qKjLrWK
z%dE<`(vuPHt8JVdB+je3i3B8jOAdID;2$kM@KdN{R*}~C?wsY4LoPzrN$+mCf<a8a
zH?OGCd*-q<*TmHEzET4c#Ru$IqG$JLpi#~x;`hE4f}Bh2O;g7}{S<666+`@3j)<M^
zd;5Df+}6p>5%gge-=kginwa<`CMxx$TPaj;laUHP*RZTvL@IF&Wa=erJSm@v{3d9i
zP>mI&E4sI)v+>*gXRPVO=huxcwQpTRtC%v%O^}pjO~(T6jRt?{=W<lLVTyrxtR%^;
zo;-e&h(hF&=z5Lp5LxUkJK!OHCUav(Qaj%0{YJJBY2MdY&>O^S)#BOPcY()st4@ZF
zppoa>d4!5}R8CfsaVER>=Aq89)XDh%_K__P?mg;wh@ah;Mw}TyuIgw+e6TkjZ8Sn^
zVjn_ud)=(X-tifo8;?KMd`REg_Vi3ds=A}maEi_rz0$RcWKSDe#srO`srKnlL{|J5
zs;L6P<{R$1yL<K*i?g2?^|-x3b$d=TJ+affIwcd=YL3E+5B%Qn=tRaxnfD`FLHb*?
zFqVfYpOUmqEmg^iA43;)<P%-K&gdd~#BZp-^SV?VBjukd(}f%|Vfp5SShN}UkCqeN
zxBud)>%M-rL>1!OIv;Y3#Atr$hDDN8h3N&9YQsn1AsfU_-mrKUn?p_iban<0izoRv
zvooBSx(axRLH>Qf@{3XERNjIa6|$l~83yKq9uA0ZpAe7kKY}ux-TeE>@o2XEPXi9l
z0hel=`&(jW6se!xFggDB6LLtm5BxmT8BQm;s)pB`-rJuuL|ky@>p_RONi*)s9btLF
zg5~{_+1opVpZx7)vLdTH^`K0ImFMV>;FWp>e=rpE#_399^^Q5gKBa}np1$v&9<RFf
z>7*rAnUl(;u6W;hl^CD*p7zbda^CYKMnpyR1Eb6n^XJM{Pvt>XrFv#KpPFQ!3Wf4^
z^0|Ll1ek85(_U{TvN*B+t}DJR{L(q2#IMuSi};J}6*~EsG%x00&#F``(cY(9?y``z
z<#eyj@M?2DP3$D<+_4(<y+N+rKE+h(i|mDcCsE*dpF26%@jhR*6Svk>B(4e$buYg&
zN#<n!4WpOlgpS}(P8C@pW-H;Fb_LM$;f{e9_8(_f*c`xZ2zTsPpGDSL2<;FcHaNzP
z&hdLEm?|T8**`X~>+?eM+t8&+{k1X2gq`~S>?fN*`HN`+vVRKRem>Ok|HJ5lEx>|l
z>g$x4bPfaACx#<7;qHfsI;Gp^b9*>_64(CUn1oVcN%p``gdjOoUZ^q<<?8eUktGov
z)6q;iE=6?oO{2Mx8p|4gCPFLUhaO7S!OG?U-m83?yKUAg_DvBgO%tw7@Gx~4zv+~B
z@%QGR$&u)8NaAg#>NU+yy>ZMr&9@V)NAkwMpl|B2_aQ<^wD4?@rpw^$9ZO90Lf!Tn
zZ@s5vQHey}spo5R>67925#Rc5!<h4pyi-+++B_<@Ke-H#pXAkV%`)U@pbGcgvAvB`
zi*BEO8J@-`Cij(?Q`K~)a?4x>k<52So0nFB{CYSwh6SMJ#joscTE4$wPYcBi6uisv
z2@}3BmhL_E47o#|xED(^;dku!@$S7`M(g%B#QHFo>`%>y$~v-DQrih*ig3nkKReBd
zRGla<Q(|9z@{Nso+_sh}>_L}ww$EqPRJl=p@X|Evxyg$%zBmJ*{@tHnV_eMse_$v|
z70Ue)Y@K@AM}o#Q`D)N7{HH3nYqNa4wTgW{_eRlnIumwutz?RXSlz2O%4JJ41ARBd
zzA?KxrU;Wkc+N*AwQmcSzpp>azaNWB91%wi`$_~E6YuYI`81#bmaxrs#FYEhIKXs`
zc1w9CsQD>b4>shEKQs2oLUVoS=gsX|{C(pHuQca4{XWN}6F%wh5)N&1;ABthd~!UM
zlfH}i$#Ez?fHvvm+L%TOms5ma*Qrq#Il%khhRE&jLj?EWJuc+J^MhmUNsPz4yj0A*
z{u$FIj)umPQcs(=7AZX$C_`*Zx4`)}&Y#xla}*|KSBW<9(>G1??-+Wzu75W4F|~Tm
z-Y!u~ry^wo>X7x6@g-z%(rI?fs`>aVDvD*A9fyqEK{TsFc9fiHI!1E#jnNE>-Ln5z
z7WlLvYe%6|-&l03LC4!LA?_B|Cj?_VKD8wAXa2Wo9?<~vrT^1@eP;jm_@=&V7B!CV
zRJdj_{sa4rPH5b>-#xc~;TNMS8waip(LXh_xAs5%_l4!T-x+Eu&`c<QVqFf-k^Mhs
z|9tjO_7mg(*kIy+_IGRZ`utSQyV1wEYqnAyjl1@%+sG+CX3pa~PHJQ&wq5P`(0rx}
zsQRd1#15({Vy9ybzFHc$Ax7688eL_tUcSc(O_|Rpf??*x5j*E=kjI~C!>QUw>b<W~
z_GnpUE=iUC*Cw&ZDb+tZa#XhIc0ID+$5PPK6Vy<bz65c|UBmd{U~R_|z)1<!3z9TA
z_xZK&DU$7YsYpFAs(xwz(_83mV%o-*Rqx}n+*8A#>8}@5^=L0gMqJ#p3RFYI2j)w#
zN@P`Z(wz646vkHND528PvZ<=oqaotFV|4TlgWL>3Z-G<Rw+&T<mfECC>Q>(75>Z3b
z$L5b;7)m<XkIk>D=chlhFUGgB<Y?nqp;i(vhjzZn*>4!gQN|LG+x6NfTWETBuuQ60
zqUqcZ&wYkuBDF}5p(m9gtZ5y}o_&HX^u#}%k0MHZR7A(VyB@bAd|-TkK1>@#_)e)e
z#7g7+>|6CF?_1|j@<@v(HB=<tAkrjj|L`K;!vozjdctcah9Z7bsXEqbz8W<9Lqn?_
zXk<7g|8pvA_)08|Vhb`4O)L=O-3#e>ysvaR&avX*kxgn~aSRvDHRrxFr+xgHI_boJ
ze`ts_or<T_+$_^|P}+M_xr`Dm<yiK$?c+W19~w3$kI*moM`hh-!YJ3`Bhjj6fy@#g
zb5}`DQ#AhQ*mz1)<;lvBs9JL`<oFXY=A+|LcG}W;!GbcU_~FI8LgbsE=+Sb@?X$#1
zY*qcxsyE0bHtJ9Ij5)%xWj&hvbEM3H!gn%~9}F#(t$S8)emqQt#oRwNW>qGsQ!*KO
zb!nS$)>8J=a+?q@OTZi_{k3`YGJjI~OpV`~OYImZaVlPn+%%Hc)*a=suh@?E50=?8
zFP^;XnpHS8;y)TSUz-)9+YP1hT{rD_%XIELS-73fLjA2}f%L3z7+U=9I_|!c3)^wC
zUl1CvBRxJ=nCjiFK`wGzHkM~PM~coOU7SxSFy}J26Q9gF9Och!r}f_q8`7b<!dv!x
z;t4#+kE0$<g#6Uf{WsG;O(iY+ykjFXaatOe*RT^E*;3AiRdg-4t9jij|4iITSeJm*
zyMxz6j&$q%DK|T(ZU%poFw37Y*K@rollUT&Y)OABW>q=8o8d^o#|}(r%dW(nmNgO)
zM|3Snm7~q6NcW19((@Q0f0A>)C$?u+zno(u3+FW899xd0_DKufd~Tm^YZTE^A7Ufz
zsZlZ=o>P!*ymLEV*IUVd3M#izaIKCt_de>rw^FnPBljW4^gG(Oy9MN2fb61n1w5H?
zm$}0)2kTN#CnlFZG+AYmK|eKp(n2|}?$2e9?WEk?IY(DxS>n&Mpi`{}Z^+!t93$9H
zFMGr}Orl_+qfCjZnN!;rx{BPlI;A6-BYeI-@Vd>z_2acLKALfvdLuqA_apH)OJ2P{
z8h@rm5~(&$<&QW7Y&maptaA@n%8lBPF-?rENs~EKq|k&L?Q#y!an(<Kwj!NRy3CP&
zF(A#oSIo)%xJ?zzEe^A9+%LdBW_}Nq=9QY?RZ-XN_VjFL3oVId;wmkkMRb{d%am5N
zoNvRXUP7{mVB$ZbX{^q=hD4GW%Rmc4ZgqM)(`S4MdYN;!mR321+pwX{(hF=17LYyQ
z+}4$2i)k`N63asiHY(b0&CblVmMuTr8GTy0BZr$?X-8B;r&>O@P>yXn@HM9$wwVb}
zN9w+-7R{8`{8S4*>XBfabCwK*4EVI@==rGr6~}?x#*kAmf0ENQ{!9x6eIhdNpmT~E
z9d6T)o(S1Am2(*Wo|?mc*I14Y$vZZ3(c}g*uh_dBkt#w*YJ{eSIFWqk;v_+oX)xt}
zEFT>gb2*#}$!SG>H;?A>C%I<EpIO&T?pjKdm6}<kV-aDCVx<}i#-G`WEkblOwTOhc
z<B#l%2^Ml$=Bi>|9$l?xFW#?KNoI~>%u}WS9t@b5rvTdG%v=`hyei(EIyifRne||v
zR~<^c7IVpw_h)BBn`gKj&IbcJA&n$4(vA2V^9Uq=vaTDVo=^8E|6(4N`47!TYfDpv
z^;(dHABFX<&CJA6XH-8s3KbJGF)HHCx$lZ&j42o6&(!kO_tq>`YEPjB<fw`)bGaf@
zom={v^XR3|)Y7Vqh#WQci&I|JN?9!;CKfbtMK2(y6yKg_nX$x7k;b1{$3?z^t#~_F
z-0`2*=We;pNhpq~kh~gVBRqqw8&Q)c!eUCE2HkC&OF=s$9|d=hl{=@Ia%O6AUK4T7
z>DQy{|MYd3<@?a+q~FCnjOBVN`~9?(Q)73HLQF+p1w5K>kyd^<-1JGc^52baQJ)y9
z980e$zQ3B}BVq5({&R>m_!IL^M^G}IThkq}*KD@+XZ!D_?d@dtj?Jgk_K~;;76-kt
z-#;>X5w}fGJ5zz?gfnM_zcIhX-sC^n|KhjkYh&`a_-W)XJ{<5<7g@v2e#WouExtY(
z?psE0KWFl1lU&Ym_|)+-`Y(*yH_S?YXa6fvy|0w#RG*%b*@~Ph(A7XrzD`ueIp{j7
ze`Xqc4EE`cf`2idyL|kMVbzX;e=+@iXPW%)hU))3)AO{epp;wp^{{iCe;jD~<FKXm
zrD0~Oo(ai&7nVjheU0Bi_ezp~Y5qR?*}8Z8xU+qqzZ(-~#C_zDOd?`2c{YBV@yR>Y
zlk2eey@UFH577hF0p@708A5Ps78oBiM?F0?qWTQ>sSbNS6<8B5l|EC#t~tdVxhiqz
zwk76A^GHk}+^@vV<e0~KJ^CS$ypTH(?dG`0=X5?a?fCw}C)Cg!NzXH(+DI>t54X~M
ziXF>TFD<?6>|3bLXW92l6vh@XPE6I%n+e1HWkq?L=7e<<v9Pg^=3j=aiE}<Rc$qiM
z>o2|KgUH)AA7EWLyFayt<J~zmxXA$LwUDSsU;8GJT&Jxk$*11CpsFa%sXwawEjHyy
z{KW25(S7Q4EG?ILhu(QouA#q~2IB9jU8hKRieK9*;KD8Y@B86Q2%Z-?tJ8x18Q=U(
zrduGU_@7!9rCUwuc=MJz<wV@@(4^~@{rTx8tB>XETfN-!K2w{&&0m4sb(Z;;4=sCP
zSJv43vKy=RGr3+babk+R-diyj!_3JTCDy1WznZ=qKgGL6xY;f+mYi)-<G$9?qj&mW
zV~j+>oaWZaQ`HnWok2$RUqhWkpDt%3Y$D}MLGGnu%1vXI_%ji8m3_?dd!JwprM`7<
zU&;&s5u&E;9@_68O{lHvWF6Mtz0<jc;G_e28W|8&<VKURWYAT3dGVyoebKddmm$Im
zo-sZ?(-HyV6Wu!Xspsct;Xi%yF<xrrwNW2aRQpD$)OvD^+bmYByHownDV^I~p5z*z
zs!?MqdNlNn*`^2fA33nsBz(h|KEEcjQEZg^<k}|@{_&aq={t;LC90kC$Y~9G?~YV1
z!E73PcM193-+JW;xA}s->oj=QISsey*ZwwDw`)zU>NXnop5cw;kbOQ=j9WYtmQ)sL
zA6rkH1gH6RtmA3!uH72twzKw0ZjJChoaoW1#xYW&75YYGHtZ_DdGR}K^l%@xW|5+;
z618Y^k5R%;%)-p}82=WXifn#fMX!Alq2$&zX5)xcH6_Qa;}|cQvbH~YK74Dl{pVCf
zi&W>n7am3L!Q}6Y8E&FQs)Ixh$VvLsx|DE}H@6VXao4;_=`%TQ>f(_$)>{m!u`!i$
zDXn=DW1LDb5zL2n=OR5?YFg_SL;IcgwQSH58K(C=&tvN8361i+yQgKKio^sZXvt-`
z?Q^VeTd=mCG>YFR;yo2FQFe^cy#>~ddYVUG%T^bgJJ+YW8fz@!^>{B|HDCghQ!Kfy
zjj>I2E&fbB{%ujt-W?h?{;6W{d?LA?>-=mIgWS*;WB-WPa@MV`s1|v>SYoGCjz5!A
zxr~3D*=)~q=tjmEYH;SCiILAMN^QEx>Gw8WjNh;h>lWKq@}fDNYMw;+eA;Mi+4{&Z
z6EgeON7)C<9e()WG5#$SzP39?`VdbpP^L&hy)H!&H-|USH2kxQNP=^4(Onj?g`G-9
z{Fz)b)D0a|bz3croAUI{`{ZyrKIDLUvpPJ=jowyzWsv4oqgczQ^o&1Kq9>a}yaG0+
zt!vyjh8H<_HTVsEVmY1w%@LGlibxZ>nrfb+znsq?-{02`OIq;4cn($krxB;$-h9t&
z%2SK%f4cZAf4WM1a7t6Bnp(YSH+Q?|Mw0f8`o#sGsiu<E{|%1N1<tYJH|I41%`LR(
zaO%D8X)Tv=-!g9K{QARc>%%0}zCQk;VM0=-b&c)WH&&8+6=l5>mGdXLMUOud*?7k~
z^_4!?0%~-C^DJ8`2ViCk%^Z9CldafW=zWAeae7Z}c`MqO&!YO)3B{bkx_=ePKn93W
zr#{qoBa!EFZ_J-;LjIQhf35e~H+~_iqF(-Xf_hs{zPEpgF>cES_N~teAvIVeV9bB2
z%X(hR?|dg!PkR7Ts`Q-79^>4`acZ7>S}pZQo)}hY-(#FxxW2b-6-sX3cx?Z*qHL`j
z#!`{nCs4{dQ9Eu!$^2zr9gGpw*wq+ix)nk<Zy=>@c)_r*)rYF|=;BI+-{9*p@rT9%
zsu><xuIGOH=1r~W{e8rhwYT6D+rCx;in3>7EG4CS_>U${csinpdv@LntL*x){3dkP
z_m-yUO{UT2GDhgUx95m3UbZ@uPb#*{Om0<vG5y5jjpf5@$}TlIU74b!#;H5fIoCLs
z;u`IYxlxC4i<jHG!sYvc#x(4&W1Je=H{*=nW2=Vce9tQ@xwOQe$t8gqYUbw7FV6Yl
z1>X%5tjwh0KYS*5%!_=6;fDP?+h_W7lsz@k=fknRQ}nHK<W%_cee##-QpFt6U1ej;
zTeS1bog-!KK%u@ft)$drq<)gib^aumhWIl%71ha^_eiMBrn<@2UJ2a)IPiG6_T{+a
z&(z{p6=FNyPt2#p-z@KP`AWo7qv*72?f0!qdUH?beoepbtxZgZkav=Y$da{bRsVbJ
z=Ch7$ZkXy*$>R}G)}76O#>5hFT+mAfa^zcl9H&S2&Fpi0TPhFeP_EDIPja0XJ|;jO
zyw46)=j|f_@OfV=@FM8HNJ8msa6(SErtps1o{~BqYZihnm6FtLmG-!XnNuIzN(3~v
z3#o^idaSLd3}PI;bZ-g$Et96LU6}o4WeM@m#*52LIz?x8YqGugGqtjE`FY;f{ROdI
zFXP7Uv7`1lS+B7>@n_cG!n0}biK%DWa@KqA)40eywr{-C!ck9ik*%k3qwS16eN#Ph
z&$jB~zP)!xfSc2Szs{t6i|5A{#`#81>m8x2J=4HUAC)8FN&d071hAEsbJ<hNQJ?S8
zt;@Z5Z<O$w-NaLrTR09i+fn6G5!o=NW#==e^_2Y7D7iPkd*w_==#MBjuSBfZTU}$2
zOmh0Y^*qK|&v)?dt3l`ux$?Ybf+gj&54Aw5@od(-8a5up_uucfa)0WRQ&&B5UqXND
zN=EJ=X1f9PhX*DP+KMu-9AiC*Y39+{JW6h<81Jp8dc*1ajbr64bqzE&j%;OnE?;{S
z+W*c|oO%OUl`)+)am}1CwY$30P*8PWEAD8u$9JEZ)4kt-*#YlB%VKVckB*?R-+(Zd
zhb{gbjC;?(rh6L3C|f-xJ*B;UdqmZ3(Z}AB$=OY0Gd^)zF9B>drn{8)7V{^0tRH_S
zkK>`;65egJ-P=!42c)(v%Qco+pAquE+d4J0_XY^jaUS1aE$Y6p8QU>UFWY6re(js%
z=~m4#=2qK<wcU4yLcKexXJfqEBw%0L_1fx8bPP2Az$pXHbd1pwQ8KYfSDIUs{xJEo
zKDpKh*}IF!TTEjC#Rv2$+xBejU8%sTaSDrh=kcVYaJ$FAO7pq;D01Ja(`D3GORis9
zj>krgoVwm2yJcSG>h+jFop<}UZ}euvB{Ls+oKRy?;?Lx<1SgW*509;eHp#F>2EE*V
zj$`kdYYBI$Yu!2x%f7z7=U7VbvL)l^-u8XFy`WT9JeHGso52m_u~g#6xAzZnSx)By
zr}dvLbOg!15pfCSWhaYs?&nYPH;X@$)0SP!%rQ+PA-BZyjfiXt(Wm`H!&-z9ZOF|n
zU+t6a__v)`XHQe_dywZdS<4h}@qM2f=A42xIvIavE0r%hVX?PnmMA{29^bNP)$iRY
O#n1nI_D^U0@BarDmOaV<

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/multiprocess_output_new_new.txt b/src/Delete_before_submission/multiprocess_output_new_new.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a2fc2a76fd8dc50ca1eb38d8f4798cc4946ecda3
GIT binary patch
literal 300808
zcmdVD*^V7YmaZAs1=Kt6u5>Pr=J6m=fW(w?D5b;{Rh8Y11_I(tC8y*dl6lat-rei-
zKNij1ZJE2dg}Lu22$>|EJGg&e^JL5ZzyJ68+0(NpXTP1@J$ruk^6a7g{{Gpuv-i*b
z@3UVnp1iQ<FYL)}`~TnU?_SzZTs!;e?DuEio&D?Czu52R|9yV;#n~rkAKL$aY=3v}
z?3Mkiw}*e7@49Bc|K;qF{rAFt|K8c>_NmW@|30%nKeKOrc=p)-2O4mVKmR}MPhh-u
z_L2S6`)8lp_k3l4dSRctJ-o>s`#q=<vLEeVyfeJtUHkRg*{!p;Xa8&XnU{v+i9O>@
z`I{&9yT|s)>Cb~b;nn-U9MJJu-u>C|uluKXa@*ed@#1Ih*?T;)pY!khU-l>7j3-Zx
zDs!s+kI@_P4WHV3e=xkesQ;l+<HO-U{rQ^xK7R7W8FZfh)R*?>-`RIQx9|SvfB`x`
zwl{lf&t4ALZrQ(gZq$2f{~-}C?QeduPyD-4^P}OLKQ`Rw_OI|BckFkf?z#Q+Q~Uj$
zv*|m0YB)YHF2cVlnh#f>d^Skd^rw)u%f7=WCQrP>gA43%h&O^Rj|VF7-qZIGiqFoV
z;S|yOd%&^ir!My%=*D}7`K}?pYj1*fM3|AG=-b=g;&PbbD3m`RqzCQi_dQX66u#?a
zQGb4c8ohmKbbj6)_Z|}RxyhZVefR8*QM^p;t0dQW2~giRI)nJJY2_WWw9-<n%<Z$k
z7i8w@Xy=z^_uez4w?d@Xu8dB8Y%(Hi=#)JlJbC)lnEq2uMZP{5eDrqv@_9gk&rNqP
zqp2U8b&<romp(sxJ;?n7lOycAJpT*(6Lym~Blej4EZ*i5d#|e^O&<?v&<RCwcxS9V
zx^dTj_rl%_ZJBaMJo(h(v+dm3!()9iXvFyt{k$HqC%ul5Ulsa;{G$s?O4PGtNx!ns
zw$Qu3-}=PlS2pMuvqKLGa{jTs8G5JxO3`FV9`c{MjQ$eke`$1nX7Y@F;%l$AWPED&
z25&_qiB*x+{KarTG#!1?6@7mR`P8T_Uz?<QZ0(8d$$_5RyY=M5C!xGuMshwgNk?*~
z=slu8H~eI8x4XVY|A<ZRupAx3Gkk7L!(1Q7Prfi|)t^(|h_$*5<v%yde>K=fWS{(R
z8b8F|mCW|4Sa+%zXhF(o|9eQwmnH>xr8?YKC&K^IB9iw^Qf{C9!y?UxgQd@{%SR?v
z<oaXzt@lFtPhCdFLHy|;<L4J%shj~`HQZQ5EXrC2*rt!vAR-=JhT315l~S~|F4<SB
zKK7N_5oCL*I#z2PuR_!=sZqUy3g)9x6;N?QO&#ZIzX^HXd+%xuNZhzyo7*KkSKAxK
zc|ohDlzAg>=G7DG-c-PQzDZx5FTcqbgEo;3ytD|LD2_LwDxJR#orpZTX@An2FCPsa
z<aZ`r4~O@lk3r@A--CC-qQ=pF?$>Ib^nVxPZTXdyImC6`);G!DpC|p_<cmT7Zx2xj
zvZboZa%H0RonmR+<DH1e@%ZFC(+X;?In*LQ4ZV1cY~`Qn{XQRG_|&l-csA%!R2}%(
z@`~6#<w$Fu^nV+8^Si<0&<A{DHsE>D3bf@&x$Yo&z2D>$qqCyo#F+<X)t*{)KC;l)
zEIMkFv!mYUlT6aa-BHE-RF+ju%QcCLaZ4?YzN%y~<>mWuOjbMb%ROrTF0C0lIq5O)
z;yIZ|I{mZuqu#}<i0k<dl-0aNjqRF#Cf2>)R)Ky$kwKC%;vM%vc-NOUnL#x!lDTVF
zqAFC1NIy00uFZQ|ZQU`JfE<QSe4QU^s|}Rm@!k^m*%0|7b2XNLYUSKM#TIL<Jx5t+
z-Ua=svjnX&7T1pZ^JN|#U<o|K?y3DT|N6hrXBXP9cX(tHw-gN^KW*{bF*bmTFtYYL
z;|h}&YZ>X)ei!v1re5dHP+jgRX-9G9t059iZ{u+_l|^Rt&TT4Fl`4K^4v*+Ge$(9E
z#cwgTcSqT7ua~Ab#YX&MQ!{Y}(VD3qVIioyQA<oVA<Yz0yLxKfj_3BbapcqLV~=<<
zs_d%ByN6Bh7|qVK*GOZ@>}$!HLDa;P@;Ii+m`c%X5EDb1c-6dbq*JXG;A7s-r~YnR
zjfAO$7iJ;uS<FpL{?_F0zuy~ub-}OS?0u-8s-~@6f()G*C@RC$Q<vT{iv41q9B&JW
z<%nT5&-;tjg%n+sr+VAE5OIB?uZHn1$^t#6kgsB{{OwR<<vBhpmc^?ZX)v`&2I#eh
zv4!`@wq^>5Za{3gYa}oKOke(eVQ+~na-svzEDK4mo{22#elg$LBr?{(zHjv9KyQ3A
z`n6u?$HHHgDVw+&!5d*QYODNlf2>9Z<7#?e{&;+m;=o_cLLhJbB<&-!Nz$A>tE{{U
z79vGTWlOhje)vzL-!uDPI^V+?p3g6Q>2l|ucWA9H#4<&e$s{2>y?-%BK<-J5^4R<W
zKK+<pXpCb#Id}{XdX4Y~3h;ZKu!1HvSYoZrJwwft-woeC$ASmvL=@-1A}yp69qH5Z
zH-2XFH~%U8{e0^2eWMH~_{cksr$`x%>T~=(-8<&k`}VzKZ@7fVE7Cd}K(x=~aS2zc
zlDW*aQaxZ97iTf<nS8%8-G30uP%D~ThM?OL8uj_nIHvb=d2Wr!N>;LrMN^yeT;^w!
zrssw(M@GEWR>O%c@e(qo*RVw~66PLa`Rpw{Oi{WI{oe2(+mFtE7<@&PH890>42?K1
zL2T^Z2BZn8;z`asDj{vSVmg<3=e>Bxg-^lXmT-Y=ZinOVtl{kvt}ljoh+3>Fd(78G
zlp=E4j)>a8{HOSL%801_aJroch<GH%($l||v3zQ}O%zWqe9P?Q{SZy-X~CGoOK3DZ
zNQ_3EIid_F<L30<LvF}!m|cEtI{)18C~k}p9c7a^0|u|i^QpLBH)QNLC{^BDam89t
z<{Gnjc-qH?=kJE*C;K1u6}BDpq}NtyqFbga5GO-Qk{!S8vdzg)zv#&ljeHIs-YuQq
zYvo$36-$Ve^Nx2A^yF5olVv=r8rS4wM^VVDi1ZrJvp?Fe=$$k!?hhU1)#zIx+sg94
zHJfm6&^q5{l46#er_e9frDdt#9)o{w7L+&&&-<;>j=mbyyJOu$>_d)?NV6?oiT!0+
z-n`=D@yc=>brdenkIQB`uC+L-bONR?FNr!m?o|B(%I5szTU#tDr&xtJ)y8;I;vaaR
z6MGrdb&-zdh}t<9zsC|HoxP!NLIzAn2y4&uS&3Fh=pnR{_nDq~``%E-n=I&4_3VL^
zX{PA2ZVK!e+sY0H@ll;H-)vK+)^Regh}301m-SX8^rNTRrzd5;p?h^zu~>`rZROMc
z`A_j=2@esdVsv$5W9rP`v*gp(@DbgV(P%Q*&m%`jT4R`;F3U(bi=b-3a@<M3DUR4`
zD3O1rOdIlLGGOmdXv@O$VLpHi;#t9~9K$)HkM}G_(Mj@C#&}fS+@CD-4(cC4olh)k
zMDKl4<&Jr{S400Gs;7{B<vzV##!3>!ZWK@vl@L=#SdOY2f(1`2+5U@RS>BC<XO`}y
zsHZ=L==3AibzZjBGR3${T%+zpJV|99D*bG>n>m`EwsJcnsN@rl*rKRT55JCx+SoaX
zt|8N4VeW{XiFD)H6-ifD{_d1C!%9(+a+DFpkiM7~x!;&RiRoOHDQ)k$HP9ulJ#nIU
ze~t5PFm5TC)*<#r(j#uQ=1ehFOZ34aBU74geQFZ*$|PJ;6`?xD60nyQn|XCC0aQ|*
zHA(flEsuDZd*%E|F5^5Y@sOI-d!}v7hSFnAGhdug*E3=$y8299-Z%cT!;mUp?;hwj
z>7y2_er%#@k~-=h+T|BbSjV-UsjbK<3%)WPH7kt;#RIW@mXl%hV`489@i(Tx6jzR&
zCna1&;lwgzoy=-Kuurb-=+*Zf5lMg!d#_p<y}fbt&K6(j8Sh5`WgEu)r+BhN!P;nt
ztSA51Yq%PJri>|dM-%Phnh=^Gj_w%~GGR&lCHtX{d(uY#ej=SC>OiUzdtYmLTiP-7
z0TFX8(~4O{p=0n6LE*cnHK_>CF<u+#fj-NTAARE^q?t`!<bZSi%jxr(N%S#@eA}qk
z@t6Ax*v2+o+x#BY7px=kfcLU;Dp4<PLlaxmIbVFX4qvaFi&+R+AwHWUI!=<(4n*ys
z=aglP=$gr#Tgq}JvzCr!8lh)3ebH9`nrB2jDdT}-nv+(15@k8WQcSpL>L%Wn-HJD+
z=rZ2<Y$9<=dBP-*+2ZdM_m_E}?lPdNs9y42yW_y8OYy?07qN%suAw3t<#){FtY`YY
zsYqo(Qzhvx4LVq4jkn+7<}MAdEWfbajlc8LUg@l8NpJenw+=BAdhR2(Bkmgo)gi`H
zxpmxzm^VEIVkYg#UnI|w6+ex%g3D{^(7vWO+dFcp<2m&yq?9?Tw}omEXR~|yoqA+Q
zqsKAFRI+NZslPowPfInKnh15$2rDtpDd<RK<(3mK1U=&jgE~~Z-^qQG<`ULzJ3T|U
zl*>^WCz<p5RSo7+oLI+i&YrntTt)~L`f`~n2etUyrk}UWD^ja*Z%!psQ!-2%i??32
zr#i=W>e94kD<xxUa|(G0r%p7FF-<oFXnzuW*Gtu~<EV<~hN@Gv#7XQ7p+ZJ9TEdDf
z_l-A*&G2wKAx$+iNdQ?KXLS7z0q92skJ#wG{f<9JJ(6~mB~4mGsog7yatY<!S_<0-
zM#s6=iNAYndGgaKJ}JA54?1Ec$M_TjDf3XSI6s|v8l<X(jFCFOiJR9^i(ai;)k^xm
zMqiyr8l(0+ZXUP6i|Fj?I`>O84Q&}H>ku`yIrr(Ekv+wm+lYyBO2oC1v3wF?&!w7w
zXAL2JPi)ede%L2$!ZK2<QBJx1$^32D{nmoiPk4-xmaI^WZQXj7YHDj##EX+J<k+YO
zX|9tU0P$TW9~sYc`$C;GqSKh`oHB_%vxb)w7*t^+yu_QFBaZyLW>E7;DStBOIx|3R
zNU3zjNIinj^&CsK&h2PsE|%XldJ@Nxm-)#N`A2SLP~{_!J;;xun<Z;d$DdipC`!)j
zOLOXRmLB>=+#1VXM7?%oP;Y$0nBt7N2j}}Wch`b$E|YqLb-KYRb(pY<_bpCh1JyIL
z<2miXmB$zHH?L8XpIS#p9;Qw@GZ380jbmMGRLq|m9QkKzkhzV~-V<V6;#+!AihCjo
z5+ldHEXPpuWF04T(Y7%r5wLtz2|0=K(EMP`<JeBr;K@HzgD_3wX;y+Pf&O$Hh4UTj
z-XqfBSW?#z;{BA_==Lto&T9(-v;--9pXLkXn8a=$1etdYb#pD_r)rSmPsq<fsC`N~
zkMXQ+Hn5$7SQ)gJ$O~-j_jP2<vExIz0hp6DlA>*$^_Z&b6eIdoPtvDvrga`_=${VA
zn22sc)=D!)F`&6?cOXqsISzh}V-J0z-1TUu7kRU4$D(e!pNU(&bnb|nS?Mh2dOX!r
zcgHgwOLaWxbu53W8zxF(kJs(qv9$9Wu-EL#@w7`3DNzft6?5+K_K@D)jOCo2n?130
zs^czMVW<{s;hOHYS`_UiCyrmE8dmQ(ZNTbt59!)$2q)|D632N6kdd3$M97yx$IpuE
z$?HM?W&b5~Odc?6x*Q=Bc^>EULFQF<>gjj}b<R`w$GyMa8+^=`w(&Nn-g>+QM$L~=
zDX5L&PlXekQg<)ZCq~8N><V=<MJgT>EPJxc(Jz;d8a{LST2bDTC%c^f=GL-Cf1#Yb
zg{skP<I#Nhts$3WvV@9doJ(R2=T;;34O5R2OUIh6p}H(8a#Dis8a+`_lwEY>mp&a6
z=ax)!_nmlH^2JD|=3i>gR8bwxrK^UT@n_bl$=-#!^Inq77EZ@+w1$mdo}?1`a*~--
zF+MF;%FFSSxfaCKnaX4QQ|l<z9Z^qA+v8N5L@vjb-nsTrWy907X;1t{YiK#&2Te;k
zFtH%_LSeh3XdwR9DIMd_)F7*qL{3b#`j*`0)L3rGlxojQF)O-GWEe}*8kKTvP;#Aa
z$}QKe3-y+0N+ge3<{T{T4Oz$b<zQXb>fzY*QqO9QYICeL6=!<CM20mHE8o9Pp<cBD
zkfC{7GIDCUv4!1>c5auK;uyZ0So&CG+B02~TMC~jl(L;znri5{rVB_ome=D`eA?EU
z)p5NA<Pb@$iwwAx{zz=}0?CHUc15*iyu^_m8S3rYyQ02EsgreCbglN7IUaag&eJc8
zj9H9Gr`EIsWK<Bg<iPr#-m`Gau{^O6TFi7weJ86e9*AwxIwjG@WM|5G@a1_Ozt=iK
z^;11-i#tSg?vIX+>9Ik(a&+vn-T$=XvfP0T{fPT8#GPLaF>z@IWX*%M#h#q(!=7A4
ze+#zD_*=4{BP*5E0HI~sr-_GX_puoU$mq5$`?SlVqXy;L<^4k9?lo(|G#@%!_Gy<z
z7Hz<+$r?dMj<MaR9h-5m2?d<BJ`GN_N?@B$W78HB1s*$>ecI)Do#!h=G|N(``)bx}
zyDs0y*%gp!XG-ijgh>6YIC9e`TqAS-wRjFtX&X?D=O7NqZ9|SEf6|VPGc7J{+cUM^
z8!?w+1JM%wg~OZ~SvrN>#^ao_JXzNXW`x&0nj|dd)tdCRBZFc!9_<w96bY<(w9_DK
z^=QZPmpnXa@S49k1tm4jzMKOI*OBuXIzI*NYAo}yl}9{=^0T!V8HycQ6BRP$XUjEF
zDmPec=dAnH8tsTbvu1_K2;t`%&FK3?XK><g6@Et_*T>h9X_wEMofFND^jzX6G+X8-
za>gn4IXBy%tkH~Zb6Ya*W2vT-z*Cy7&r*|5&<ky$Vl18ORMhszWu0K+mf7hek*WV*
z6Pc9J#WWdfY}DB$?^&apZ<$!uSY}C>RnF<Qj;t-$Mk}a+wdLAJ>PWh4n0Xpad#yz$
zm+2|TmS~;NoG{%QKjr+6zkMu;rM~GpLY+z0v^?_`>!%@@tiFt7wp9k`2Pr$7+QsSI
zp?amraEld;C3ua7^uVc{O($2DPY{7nlYRKe7Ob&MtYf9~vQ(MJ0x-9tlM=@wqt3iG
zf5BZ59}oCiu*Gt*PBopoT8rg%Qt|`Sj$^SQeQR_B5qxd4F70%?Oa(}GriGSm+Cjab
zrgtDjakQ?#^N2pik$+}Q0-1aqpVV3NbyU7v_pG+@nq9-_ul64Mo<kyk?Q6k0vK^(o
zL7l9rO*&&LuhW!MeYF{SD>d7&@oir7TdPIp{xts1snoS`S@(L%)9IEh%{Swd!I`|V
z<PUp8^snzu^FcK}FSep<TqXO4a?7zbc$j#|X_sTosTreRM~1Io&xXPOVc<h*kmc_K
z`gLSpsbUA(RA<Yl+c~Qkf8SKna{9$j)=|<4gnrBS*z4PCs1@VL(XSz+N4~XAdMxdT
zU!tl)(pSAT|4%&Yf7<HDT4<;3xNEVMBKv43P7T`FSFiJRt{3yI01^F;Jb4Q3sL-xy
z1=$83I;TU8$BjR;Og(BGSTWCjb4n52#s6|HMKw>>@k}SWUfWrm=uAEK7eAL<`5J52
z;<fOQI*o%CXv5l+UU&{BlX7~k+d23?)n_uOHLn0BS=;gE9e%G<P2A5s#mILckH?(}
z0;6i*Y=L4+727&;R6;hTL8)S*Pc7TMHA$muLQV#)bYDY!GtQBgLX|!5Z!d4b#Ixs;
zR%2)5&#cjlUJkNG%%*rUZLW#9c{DoCdob6-HfhdFjpvc4_{!Dfb$YhyDb_0AI<>UX
zNix2Us9s0bIh<xyQ^huMnT&#6o!oB6l*aswm+NjD=GaEAVWx*m&h57e=<{378b}%(
z`?5{ByxsA$IJM`BqpdM9rKZ?&zlhc^Q`1l5jPFT;l1zVd(w%xnw8aez8R3lW%oJz*
zE^9cshj*$?^*E37eAHTqO*LW7p7^I{?At#dPV%x@EAoSQ%RB<ykCtg}Q=4MP=s1ab
zKAhaCkpXr#9i>Oy(=(R=>KklDoKuy!jH+r2Rdai<oes+qiXFup&7(4`W*(8zf1;MZ
zop$-g5Opfn&?)j6qa!xcIe5BDoGhREOvl#7;ryp~vW$``SU)9`B=f0Z`@2~r?aZTs
z8RLv2{Hg7!(J5KY*T%PB?0ezgy&<}I`EIwhGGo09XY$eTQ)5#9NLxT6EZ9%y=oXKc
z^AY+?Z@|zwNaeauj25qr&qv&MF-HLo-3!HCf9%N0eHR%W@k6eA`IB5);>qS5hcYzP
z!?e4O9TVh1DauL|0+U+=&h75UCruH+o%t;qF)~M@Ut?L&-))hpT!Nq%RMcKGZFd~s
zS`bMzl_$ry_1kmI`cB!w7b8ulgNKf@pW%^l@ZSrXzCRXd^rKm6ZnNZ9<mm{y+_y<_
zO=yz`kOTORe|mDKpw1E^og@2tu*vKRWy<~3RH7d8-r2W<zlD;IO_m;?92M2cuT6?>
z4``5X_{$FeQ`1Z5vHoH<oLz!fgIbE~|6(+HbA>Pw58pIQzA5#zoTER6r2pX}R(p1K
z-Q)>Ng=C!?8`V`Leri2VFYmGrP)eCh9<#WY>+55tbQs%p)r4*yW~CktR$9Bbw)>Vi
zCd)m1%@gjH$79T~u;+vLR`K<3_G`&XwpGINNK-LV2@QH*S5M-tTe9F%jj==_^6k25
zClDP$CEYq&Po=)v6?0DeH+8o*+uh0))tYQ1mYQ77OFa8@s94lYsA+CV|8klZsr~*f
zh>#-aL-py!MND${?8ey-_JoWe@*?DO`(x9owFn#D?TD?oF(2`|G1Z7Tl?TUld%Dki
z(~XSNr)whK_0HlVy~Fckzo{0cJKw%G3A=Ol(-4oVhVz|K>yhyi4;)kM7_{2BmrGiT
ztN0x?`v;~ONS`qGt>DGl9m^m!NP3tz4GG=Cp9g$?(=0y|@%{+;W4pHIaLI4DmFAB9
zI?v*%@Uq#iZ|x<LMaRRQM|kKonp-w{uk3f)-w!YeNNwRNc}g(V#yCubwAIqL#W-}l
zWXa~7Q%*6LaH^55617eDbeg4(e@w*fZ}o|DpcR<PTIar}XXU<RpM+=5xjD~-=m?$j
z6M8z~GtWxr*1&P?&pGB%=wQ<Mr~Y#1?7xhIC4WdS-nrPL1{+ySb{=Z?h_bIGJV*Fv
zopJlK`8ntlNf7<q{i&iI0OPY^^y}ZAU5zM)nMVAsG;SQrM-*e~dvA*A9K<(Pow^Zn
z?FiWc1CeN5&UFMLy4~+hWG3Pd(cRws0SP`MopqEvM|h5~JIuF08!}P63U`plcDa>L
zxy<t<_F(KW$1dmkbi=GOdCgO+Tya}qM6Xtaxxe8_jL>hE&k_E0!1a7|7nRGBe%;@P
z=>9!X>Q|#tc^-9tEL2zVXJqHv<o{xjc`D^U7#Cj-RdeM9Oylr5dVRWkgipmB&ZQ}i
zB1Q9MZyj@3XOhotD&mRZd~N^#v*CJfSyd@pJ^~YYXI<>eo9}POw9Bp5!si;+n`@ey
zqVGtrL$|K~Y`=SG617x;?5hdS%{ry&qg3TjH`p9~dWfht#zf|(i1X@T;+#P}roK{D
zq7$2b@Q^hpznCO<tG{e}>g-b)(`TmRYg0h_4r(#SVDid=<|tH?#UJ_%b7aw5t7Ea=
zmZhCsUGq1(K}w%wLV?M}Qs1_(WiN4)90G3o?N)Pa<%xgswUvgk4KCA=92K12A>>zL
zjHS8CV<^b9o2pj6@9~-W0b*=Nhp)${zc$S9A@=2*z&}D)$N@x2$LlACiF|6Y9;4Un
zbQf)*>9c|RiR+x#rTRs57wLEJE@(-IKuLedZOwEOK-|YZN^d+LhE{1Zl0MB7t7UNe
zRVh+G3Sr&WYH7wX8V#aauX`MobW&`K{cE!)`A_krY?;ZMWlw5ixnnp;y&g>5rz#(d
zHBL7*yPf6Nqd4fNEB5E$R^Q6z2yK6Hj}UvXvBxc0++2EMG~&Q=oLZJS-*r)+l^%y{
zeu8Gn=eJgkVwx_|OVdLsKOEN>kjQdeavVlg1G#+>JUVZhDj{nqkFhLlydWZZX&ALL
zWULi&6mo>@X)=`jRlc3m2jmw}Gml1N?LEd4f|R~RO-_4^>@h*(ac0^>;PRI8v=;+4
zkxe3dBIQ%^8_f8)t7QYB<(6(ae&7hr6)wdoWBW4CePWItgOHeI>W9h4WSM0Z*XEFp
z!O1+eI@lgBFt7V)=t0Dm<tRPobfeEAsRo2KWOjc(kK_^H5j8XV{a;+v7ITW7QsS5a
zQsz3&4ih&cY)5&C&y17PteQP~^g_}+-s$j>S4&rQijFxmbXD8_)=?f~^*sBp^%2ML
zmijS~%9x+0<fN*zQ_i{fFWIvr>R)Vzubt65E|bMaNiWy)efm6ZX_s?7eQNnL@`cHJ
zdyk90jdXDx(J^|*E&%T(aW;#Y=<<o}Bk}_f)pG3^Z_V~Lq`NK;=y?W-sxezv=)JfM
zsUxYVhI3*sEoR{VBfHc>AF{@&F8GrY8sA$;9?X>Bxp}|-xah-9aru)HF6vlp;Q$NW
zHnzlY%BCN!96@dqVoZKMLmS74_^A46d&E^hhioC|imRwe62X8_vBQG_aW6^RPCeiD
zl;gwJ9&_@h#98h5if9Mb%2GGq{8y6lT*mSzC2TtXCQYEXLJzg)*;2O<36Vc3AyW1u
zdoe~-iek2V9uQ1_%Ab@lX>;;EmcqY#N+Ix-(0GQOtZEIiBc$oei_Db_ksU9ZT`T3S
zQy!FcK2e4<Z1dSHJ&9?>i6f>Kl(9mk7eg(PN#mX~ka^!*PhwO|s;eVh6YFiKl51F^
zn?EVx(fov}uJEnYPi=`B%6yH`;0NKDJRjDGPIR(M{j31Ea@v;k&QAxX$bC;-_0bG<
znfeGcf8Y3<lH{Oq^ZJsW#N1P4HRc}v4G;Xvbgo}~u*D8A2adkoGC5-BQ)xD~g*qjl
z98m`?Q*=JARPjk|ChbR^Es{+oRK1LZgh>mgD^5izFj41Dh<ef{midTdOqQw2LuL3y
z*Yn%?t~EW0aWJ8!c|~kuKWb3NlD7MaeLaa#crAz1M88<&%kz^mqMj9|2odLG&}?*?
zN?bp>Y|(4Z4KQn?D1#liM|9O9dJq{ZPxBhR^q5SIN&!1O`Q7~!W<=P)J)@s(@dk50
z>Zm!zJSU^)OqcXDGDSTQT*RsHjjZgJ*`WIa2RZlAQ^x2VPpyESL^8(71^k73h*L(3
z)ZdULaQ5|~9x<m#$e+YC(e$KeWJk!1Dnz$ULQ?%t`#tNbk$r7*j)rL+uODNdnO-Z`
zkM~A{AFqv*`<_BTPte{mr+hoPp6l;VBQrXO1Yg#6vbIIXdDVd@(B!fGM~vyxiyj}p
zCo)2Ue-avM?Bp-{RJjA+Mw@)&7EdBXc!Fm(`{~&y`gGrTHvViRKX{R;T`$Eo$<C2G
z%)Nnr%Bi4xSDwG)95DycDIOFlVq*yrM?XX*)MZ5IuzE%G+BM~-T?KTq9-jTPGrp}9
zQw-$W6VA=E(;vY~a2kM0RUGBFadbQV(uRj|$HwzQbV4~kXH!qfXJQfcP3JguKM?gJ
zwhfJu_rx1(epxP=qQMXSHdq$<#2=0OOTD_Ic&=Hzn&{yeM05{p&oCT?NN2>a4vmOw
zYUc)yp^;D4;iIr<rPG1Op}~8~I_!aGn+4zuAhE@*A!Fh0^JEF;b_u`Al+oOS$KN>i
z;8FdLf2U-Z*j7VM_u8yEHYxYrB`i6*{K+=o$owN6fP@8qO<Yk+pBzE{B&K1RKHBW8
z7`cQ84zx=3Hau`kF(Dhdnae@4b^n%R{I=1ov^TUBV@^e$lxRjB5z8bCKvc+d8nGc0
z19M(phIU(V=_XPtVcM*BHE@wF<L&4TaGMFW1Sa@iSlrKc?9)*UWJue+AxiCwWSiVG
zl}}9}*@kHj6nB^+d5^z$Y(w*&?s68y?l}0D?D_ey`9xdSPn{7lJ4f7Ew{aw*Sgd7Z
zifzp@s6AjI>M*tTo^$WR6RZ~fEmbdd0^chUs-d5z7E#9J6HeCy<lhW-BDSj6%%6%&
z-r*_nsg{>zjH;W|M8`*>(u@<R@Qvju*7<ZJbh@0>mnr49L&croIQQ?nqkUNewCxq^
z%Jc<s>iIjX%N;y;&&VU`p0OH9s`<<^Moo%QE1?5<bx`3e-9s&*Vg~&v&D8D5)SJ`+
zEcHtBn&e&@pk9S{OwLWF-VT{Z?895Fe~f-fu9z4j7rJ4zBBGA$Z6x`}S+sP<ZmsWi
z6gNSn$(F0fPpm)utmor;Y*_CXmL!eZC7JH`CTUbuy?P!?SMLs4$v3f+l^EOQKSpyD
zjmRRAteY0~;DzXh*U{@JgxnJhLZ??9x}&(MTe9dV+%hTC)=ljc!)M;H=Tr$!ZF8xr
zB6E?B{%xokJR59r+-o?_H&DB$diQ@=4dYRj93JQ6IR#5LrQXpi(-!In&n~=}_dli?
zPpsQ*vYF>uXrSyLwvBsaQ--A+>!zXeTgkNlweN0Ps$|m$OHazE$l!07tzlPgM4dh2
z+nhR_Pw;s%=bV4a&v??;(q7dFCpSY(-@M*u<&k-bUfRgwlT*`Ajd9Ysj`M|MaO%cj
z$I0oXm}dRsCFfd_e9db+7B)JSX>$Y~O;9-=y3foOaJxItB07;9?k`*F{W-3+^Zfao
zNgVm-vYkJf%5mbH?5iW93qaHsQRvzs6e99SR)WYoLc^Ymc3RX^XSy9Cq6%jf_Lm#Y
zeK?nh7^9tOSgs?`XiLBpO)1*yUk%8ukM;yOo~fkgJi`yQ$xa-7Prol|mZs1YkuLkS
zzWXrCc+#mcrrkNg!YuH9r(N^tDOIWGTs+;R9KHN$B!~YdyRMZe^nZW7^HWidY6}PF
zXG3eNz&QueoLIuBm%v43U&NYBbm#g9t=g!y4GsOCIU3F;G7S)+YNb(ZOG-4NXT{l$
z7el?7xa994nmo#{i*>iyC^oAzPpC7kV2NYMHtFVHpL<4Pte7(7AgZ>Jsi^B8aj7LQ
z#xG7Y2Y*t+qMg>v-<Qq-9T9&}<s0Wrob&y~s_@L6YgU%?980vCXNq+)v_+!92;UT`
z;a9d{+@qE-x94EQ_h}<F`6XU&jx?7x`dRzOFYJH8QZX07o%FizWGQ0c*1uTK^T;+m
zLFT7F<xfgl;IosutA#D!FHGJz3kJ$k#5etp8c*Xma;zm}y4izlocw@(-n^oabCZ94
zY6WVr@tNH3@QyJyy8oKd_8#7pYB8?uG%I5-;X+G)Z}if9c07yS9vkO0Dn|<Vf1O)N
zG(u<D&X(xIX)SIhB^qnf!kDTh`uN5@Fx@tJTK0-eJjVZilHxLt^3TMmsACXQQS$^B
zI=GArn{@;(pHNTHXtE4MS*1wg2y96Db+c3{vQJVa%Ip7+z*0Nw-D;cScZj7)dz`;F
z%FuN>6;0HMzBPE`I6vsS3ofRGX5N=k#I((Ix8}(d1$DMt?>YxqIAnJE8P52yXBG{M
zdPJX@XUZe&8qD!$_;$`?c?E;XKc+r(CPvuEIiFhu5bsiHM^yG6V?;WS>Nq3$?QfI$
zek||(cXXk8L=J~vCqsBSaEbZfC?bk!5=Ypza+G75pLl#~()Ft$JU>Xwp^(cB^dSPO
z-EG=t`LH6Qmrnqy5{q=q(WrXr=M3o}N{*F9MRL@VWtP2tj!C;)G`+{ha?U-ThF8kE
z>v<L1jvC3$Ka<l%)5cc^%{DpSmp1Ydzc<f;yl@XCQp`O;CA*VbnHq$-Pw_~8s#j#y
zicQH}b%R<g!>zZ?#b|S>A?9@?oW)qe(to0DN)?}fLZ2U-rz}tAa+lH6f?+{gpX5}b
zKTPzwK8cPsBF}35?i$U;58^fb<noUeYmDz<^9iHe8Z#r_hAsZ7oKncKa&~sPa;7Ji
z<GsCt-yF{ObF=XhlDYTmD?3z*6ys={pYG&6a@WOFtEdGy9%Y<5(f4?PSG{YWb3~fd
zhF9yGr1$2Qc2sh=3^QdQjpyH}CbaclV#}245*>4@nd6gaudO~OeyQe4^>D7|imGFc
z&FxFglL(vc)ACw%gbQvyFdxD_M>$5Fbf4SF*iTI{#-E8Ws<QI%!pFl)#{us+8~uS<
zL}J<&9PyM(jsuCpr*gXFp3wtOhW?Y0#%CRw``uUPn3^5;8m3s7t)b^fZ5-d1OKi-8
zDWB@;qn^SP1D!HX`ck*Vn&<yo4ThYvaRkO`1CM)@(L|mLOO6knOG{3l+9#2;s8=8q
zoLym-G(O?Xd15HEFCJBy(4N~SySlYZdW5Axx{(uV`!ThrQjt?8=3`D7s<B=JWG8#X
zA$?c;FRtOpk?|zLAxUB1BbC}mrrFxd?x%S;3x(bD?qY8L_Q#2T(rMUpn^@)Sz@0&g
z?%S;V-|ctL-q}K7@&DhGb|BJ}+|NciX0M_RqFAOj&l+Q&b5JNeN=38qsAXwt!%`<r
z!lDii(HQgBz8^^)CifRV6ukwUi{D&4UA}Q7|4c+L*?@1&7LjX26Lb7Kd&Xu^3a?1D
zaG$-{^;IXZ=-kN<CdYp<&Zu+h(S>O0|GzhH)WId|Q|B+fwU2sGTTB?^&!q(4==OP8
ztMKe?zM@vEsFNtmxr|orj}a@Bs;Pe(^eaADu(ys=6C)x#H~*k&E_uiGiwJ&Ax`>}*
zImzwI^hx|vk#w<z=IT&OvpWA_G<s{^o(e<MrzK)+t4-C@MH%b5RV43k!&0ktOl&AN
zYSlVs!P>k?Exo{ab>xV=28vxbA3`pT&QWhz(>HV|e&eZj#hlAOlj|FECB!9jWT%&S
zCi$4<TbKC#sf16}jD&9(K5aChO!{hceH82Ch5uHxk3=Q8jMhkY9LwZ#?0G%ic1{!O
z)<a^YQWV=(d8x-!AH^~mC0+H-Y+Y?SwxBs}WP3ERPu9UK0@ISW!rYJ?zXeUq%?J${
zK6>5iJ+O&w9&QUp>~*Saer?wJrqL{#D*?~GF(l^%s1aX{81hS_zM^i|_@B(5!Ob_J
zMD6Xvh)TiZQEZf-5k0j?bzBw5rCKMd*!S{_afu1@SW@<<g-&rSbEN-nbLxgZ&%!x|
z+8hyjv~Y$jbk0w#XwI4OiTFq|_W%A=S*63hR7Hqt@NL$ZpNeSVx5l;G-nI$<h+k!l
z#9CLu*3mmsKFVGKCfAq(mmg5}97)u^I!>2KzKMBVs=YoHpgoaHKC2t2&5?L}ZMHiN
zR&Dol+x+5;TH4FAKZP}6G&<Moei{JnJW{NwF1E#GG2Xd0f<-$>FB1v1oir=OmpMjh
zz*W&kXh!V#w|D*VQ^>TRj;hH_(bc)1iseI}TCU<p{86W6eP&7j{@!T(=D&9TvhTbZ
z^<tgIucg?&_J~P5x*eS1d@-`+OPw<~xo0;R8u@v#8Y{Ukg{T!$$@_y*2&!DS|8WoB
z;}dxhCQ7L1Q@f*&M>L?l0H?4;L?`MiUIk96M(vdOc8E`6s<g!X^<In9$XBC>h_BFe
z|2S$qt;}4V$|}^+oZ^@|OLDWX{{qd`ksG3&s}gznq^(zcPA$ROXy|B`BxYalg!RQ6
z+<2FBeS2}=xjH<h%nSUv4Xlywxbm4thSU;j`X^KtnR3`ON+m`mr(ch`=(Due!{fL*
zqKxi?k7nJR3QXlP?-o;ApDM@dF&`r&SitSGzls3k_w9#`NT=ph8n>cAt^BQPbT9s?
zh*sMA5Y74Ooqd`$uf^xzF{d4NU;j$#!NB_nhwk}(VR0W4RGQqRuK1}@<qMOd`M*5>
z_9(K6G3R*b?sz?jbB^P9>qrdJ??)CDLm6-~MfUF#JWhwbt2}Us{Uu*7M4)Y4i8&W>
zMN)Ep_N_^Y&ZgiqIWauukV|fKS5pnbI1h~Q)Xk4*!nfv|V@l|K#+EV1LjEnw;#Gn-
zMwRE8tmtGI8su{0|8B0Ub2O1Y<KrSU+CQ?U&%!`=CDzRR&8JUdn#Op@=+=EDbKykK
zbLz}#5m}e`GZ7k{X<tUeJP;Lw4=fg%qlw>pOdE38`A@;&2#u;;sluJl(y3nXfzgFt
z$Nb;TpX8K?DVn1}7SsoIIj))M{mA55ds>h?&S11)jAby!SQmK-MGbv&ip5VNG@9x8
z(X>6cf*@%7{@fl!@*_HM-|(Gbp8sxUahwxvDDt1;$(#zvC%ycXF+4XP!9*CRgi7}$
zwo;~!GhouLh&0#qoq2LjfyCQn_dQ_>9!*}a*Vys&xemqeE&jR}i9ZwZOWplt8>oL9
zG<)V!q6{^PH8kXPMCG|fj^BGs8|;(of>SGshC!o~<Tc)t+^$t_V$2b*R8L={4jXgm
zRpgc<{-!Z?O8zuPQ|HS;gOtswp4*fhU!5<Y4=c;FOdC$VaT+h016xNE`SMtD`1g_H
zC0|bd{pEm#iK97fa!TY+;-AVnMSX&dVOuYjD3ctE+&7k{b&8eZ$rxje<~yBgzB{K_
z{3Jr7jZoiO2F#pXPk&yE!A~<JUpn=q)CD=4%*~nURIt<Mnn_n=>1ya!D_0<_>Cb4V
zW&YkZSmMv*9AoN>$fI2MLJR2rMLAdeEuy7-M5Oz8pBM>|^OElKFQfJCRk(T{scXIM
z1U}U!Y*UMWt=D-vvDl?j)r(rGDwXT}$^BN8B}28GWAgNDtzE8q(Y<Fk3U=G|%p-_g
zx@(_Ac$iGtYOfuU|Jp*coQir9V}y6iI<XZ%+ZFGeePhx7ksAfavza<|tE_d5>lD@-
zEV7MbB!3v}lWxlGn<d85mh+8{tv0{jvOMv=RT0w+-6_s^V^`J7`P#Ja=AePh9&pC{
zbh8JbQso&`-t#XbqS_JNwh>!tX{cL{IHQU<M>l0XXXIbsSNEywfaN>Wbna$<YNrR8
z9sOojp?6EPKc4#YDEnj436L8XkqC4-C2iP0LI>sh!79u0M5jFWml}FSRH-y0OZQ^h
z&q>l!qcyR;)4$=G#b<IoVq(1}YSq8BHx@r_vZczJD5c-+tL@%zI=3wW+WW)i4dTgE
zPm4S(RCc6ej_BFeClMcgBklTh*#1~_4uS}hF4&JI-E*2yA^M;xa*Vdp#E~pnE3&<o
zdpKYAl^nWq_z9?S*Z%*xNerjV^K6xRNgHkIBi6JZ>FVkl7@4^Fzl=uoRhMW656Kgp
zms>R|*TY=LsM^)oN+#FIi?(C=DA0(gm#L}8df7(Xwxii1O<xVNy{)F^i2T>R_0K1r
ze;6$HqhZFlw6h3I`{JReNY1EjpL6@j_Y<u+ZT667He;{PKvGRs)pI+R=qwmi&2<a;
zso9+Z;tve>zVb{ZhB)ym%QH18vU}hD#l(CrMdXuhkw+ZsMV!M9@q9j$<npqwCh>;I
z!&S%zHE)eplMOz<*cw;LFxvQ1*8>6xTbXL9(uO6rkaHOU3;z?AM^;&6=jlC*4$0qh
znMH2)#^d)l5iQptis>#H-)fyB3Xu_tLP$=TGBM5j;UMY~4s!K)N4Fx>79{z7MS7A`
zL|yIr=zU-QP(M#Mxe>LqQJB52FN|07O{Z@8G%3{*2}TiH)LkWG)@%~l7Pv}Ns=`FS
zx2=y6$JRODILmOg>-Er#Zry3U7IKgO#&0VMy>7pIGTaQxEqw7_3A!_FQDLkf5&y=v
zac!4oiw&sFE8vqV2~g&-ZLy&ip6AO*Hr~#)Zi_Xpi*i7s>6f~S^PU|s&gWo%%bh}}
zL#r39)pT$W>u}R1)+hDmW1qgStkBPfDs+|D;u}q0Lz%sKlOi3Yb$JtQn<m%u$8)Ny
z!5{Kjx^3Lc63rS)k6n7VXmKq?lnvF!#QVxCT_b$Z%|TX|ZYI$5N()`$H^^;1wd2};
zT9nhr^cQ01V?7q_HNw&^-&YgGNHs{}&*W6$6q3$m*6B}6oLBD)H4o4IT-@vWll^~+
zK$mt&GqK+yJM~nOUbCZ+*z=b4_<kwQTeo4!Wrrsb$23d)!h8U;VAQr_U$k!wOfE+@
zS3?tOO?&bOEX0}1v!IS(Z~q7y^2=H@`|1=`KKMkRN-?<hc9mj>Tn=L`S+jhx^lGkD
zQd4ubj$FX`=2o`mN&FVMHmRoXH^QVY8g@C&$wd0axvv&v@lVZ>VQ=asdS5Dm1<zTx
zp_R;d&&n2=8}jUavz}*1AS3##qZ6_dOX*azVtL6wlS>e1@)Mo-`{{<YT&kgMZjEYC
z#+m6H6Q@a3#eQ*dpU0ofe{q)~zU-EHS3JJs(){jcR?R{Fa&OiXmrmF!LOo@U$GuLq
zJx@(z?`MOUEm)5Y$w}Gh8g+wXsTj*{G-ZwT$R$U&xQ_P$GFQZ=Z|3z&F;I<+v})Lw
z1E+}LLCg7Yrmf0V?YIszrba1J&ObA!4}J`}QPq~{S@+T%N1GQ`)$^UHzL#@(PKQi2
zIw@YukBBN`6e-8@TSiK}A$rummi8rF7RBp#)Sxru{RX0Srd(gzf8`Fy-gxBC*_!>-
z<OG?y_s;4%9rWvV{h{VN^&$R*n`(cvexXYVXS2K?v|dNrjs)q7xj08cRZVA+_S^Wt
z+fL&mf0Cn7#Ey=qTDf%To;`E_*v={P<@fEKi7}ne<0m;H)$yl@YH{TGus=yS;wN()
zRAV)>ps0^qgNPaGZ=cDfsP;*YMKjU&O@CC2jk_7pH~)@UF7;VBA+I{-jX!Z5(q87V
zU7x5G?NRp=mx$aP_4G*@kt{G<qS5bKdGT-AZi}hP$hy8YZ%i!dv{9v^=Cr(P#P)9&
zx5im2-DPx!U!T9jLT3&s9{+7jn<KCwSHum!m}Ne%z_dk{*J#M*0^+7Ib^PS&a_r!m
zp<ma&C+AH5gpCEn3F=BFxzWBuHdAwZEmhJu*6cfRTt=gPuk7YmR6|5eRWjBvDp77*
zw^3>8!`+vbaH$sPf167)62G1el>Bu)x73%XgUT5UDqZB3><+&>be%c1mNHD29xQa<
z-NsIdxiq2s@0l%hd~2wpY1wxBSVE;KDkSLkKrP+tBn`w$9ka)ygif2%xQ_!%K~;_p
zL7D{7pN`sETSBRrdW!O%X{EM~U|BgOiM<m&*HO3WZ7dyS)Wp40)LW5q7Rxnh?EP}B
zt$9*Hx<1A07<ziB7!C0`vDO;h;B;v+@(7fiBUwjD{K_o`xz)z1xA8WPTuRhbJT#>y
zRY7b|j*5NZZKz_Jmr&_s#uU{H(_yj>tWAXMh$w(954rT+GgO?*RQL2BW@(VVcvA%D
zNT#`{`}Z{sjcrnif{In96dc>cGG=@azVq=3sjO+JIr<Wnml1Ev0oNk6nBGh+FdbAv
zOdiH<PWbuzAzhC`nOmh;DyE3fhyG=JhO||lw^#&XH=?&X`ko%GW^ZcIa$f_v81<BM
zi<Pl**pSG|9U~`K$>WnHqg$${-!@4kqkvxA$(ToX5!G5{bW21BPI{1IoKwy+0}$y@
zyRYAdPkjnHZN$UWXqYb7R-*^@Eb^=E*tYm9vLN-|rr4+`#rE=uIE1YtczZZXoJRct
zAD`k7WfE@(&5h*l2$VYi!kp}sc4M5i*kYSJjZEUt#D0;<KXg~!T~&^u;Woa;-`I|d
zx(t30$;Z~dJ^N?I*@$B7`twX@uWSp6!TJ)Py)s#QFi2d=xMN&36pC%dl!|;N<|NZY
zR8Gg$ud7xG03#N-jIopzDz4v~x99@eFvdqjNQD!dLQgQV!R<Li%=4JTbdIrhIXYEM
zBFQ_#uQK5<=PJEIDtYHNxk8Qc7mEsN@zv-`{FxHn6zz@ahTkXBS42lf=yyIwD0|zL
zC-!}h-}OAmOmvbW^%#hr%JuZVcL5?jb3F93G_AEZ(+m2ZdO63Uo+cdzQ3tO{eV^#E
zq>X#?i|tnGCeHn4={##+zci;&+Dn1XQRg@f4q5l#UD(UDyCGWZXR*A^rC1xws60q=
zUJZ7<+=t$iLts&tRnxTeJ<;&^&WwHOqCDN{!WjbXES&o_-PpyBfw^|CSI0`X>CAb=
zcX%eNm_0skEChRUi0KJG0aG`Jw6BdJS9Ke+HlamdZ_cCkCvzTw1Rm8*?C&ePJ|Qce
z#`ZoOsxeeUBfq^jWzr49((AR^wS8rVNjlApjVl~XMKMiBtqZzwM>LTS{a@mxTlW9-
z;UfC&8)q<AEWFY<5Ir1FJ{fHGDG(9M;@PRWVi$=yG&e&|tjU=e*Phl1zRFG}T<+<o
zXv$VQpApY(MEse#Mc~W>(IHWWqln`T_J;0fnLOiNtH<t%p>CQN8tiKs(=Dj7MBX7f
zO(aMqLh_16Q^j<fGnH1CjXgQUNe^N1`3<}UlR;4GmFYKgzGGV$$ub#kt}iuDN}1|3
zh9`2CEj+)l*K-uQO(@UjYv!S;&pWNhb+Nf-gMv&RsiF3U{hQ<9-}%^Lr93W-zeC?U
z{?`0Sj$=Cg{M+E8md+2vRL;Mt<_TziGl`{I`(%&|W_-p|Z_tQdC+Do>S&=EcmTm!!
zy(tr)`u?>Z<`^ZC7yVQXN;-1)hWB`EI8_alCPsSLhOac2wvJD=d-|C4UD&k-O>fzs
z*~runVYK@mPOKrM+9u1f=I2@|7fbCrF6G&Yvpz@Lk7li0CDZjt1^q$pd^-{|qMS&I
zWA)yB(`6mTf??-kTI<x(lOYNuQcm%7PYTCgFGiHC56J0_P*sgHcUg;8nQTMFITreZ
z9uMj?1Xl5l+0KY+NAjCH3*Eb7|A>xa&&JN27Asx4=VO_h<g?(S3jN0ZH?P6K$@a)2
zevfrTNLQ*kh=csp9^S3A&1xB?Z{`@Ec#LGMm6t7)qZZ&D^1Ei~#=YL2*y2g?HF|ND
z6nmF89XuR*s{N2LCB8jQVU7@a%Qvk?$d0rb+G^sJ37u~s4kRwVYo3kXZ^?f|*jr_>
zCHmv6y5e}RG_&P0_PcGkqAl#}F%>xuxYkh}$!X>A)9jFHw7h=A%iiex-sp5Di^%<V
z7Cr5CgK5da#Yp~aTdIDvyDGl7?OorRry_=<|E6rGCx!Bem?xYB(aasSxVxiVtd>f#
zZIZnz=cf52HP*L`Ms+d&`|pfCYzU40I`<#6p(^n%rV;l>(@AhtH;j_(m+Z;4t%!7v
zt!6t?Z%r%FC?Qgf+%43!Lq|r)HV5*;$k(mOQ!d@InK3GM03^PBW19_coRDjv!FDG(
zBEtFA{#@SX*CyXNZI`r;={n6S;H&Y?@g4Kdub2mGoZBYhVA3?SID6Aj;eVmjUoCRL
zB1Chhpg0B}mHEWWtAYtTRo7?Si%$47s!u83uJbV150|jAKgp%2)Nyf(FvsKF`@2>r
z`z^Ev=_LA=Dr33cL+w>3L!Bl*S-}j!axUGUOLHum=q8t6#=?|zPW|>LSiw0Ke1mG|
z%UJf%@*In@sx`XM;q7g4=2(2L;`CI}R*H3LX+K35OH?E+Y=WtgmLnur^J9LFpBS6m
z=ZFY#o=c1^FO{)8+xVMB9nY=r@}Gn4Ax<lugzRm7matO!QDjY5@f(Y=`87v>TAE_H
ziIo!4b%aDRrFpK_sHsfJz4o-M`9h+`X;zyg5lmC6eP{fo67=W_a#)#6;_yw2G*!2H
za|O|=m+_P73g`csLt>)q?y$w3$z!^M&v(Y1cd~i1BoU{n&fGIhZ0>kA&;<LE_U34Y
zoO3)nlM>sRwtOu1Y0GF7BRU#C4G?#A`%cBJ;Ywatm6=i>sML3Fvw3T%#(icwW+ha8
zecCcAW=(1$l-}{|GAix<_0ODI&N&SRjnedT(#{xL&uH7JkiK(l5wr{awt1<glO)IC
z(bPhkrC{cY*)UF!#=VK-q@DSEd^{aRZnD!v*c!T{>?!CZXNl9QcAZwnh&9w#Pq@y9
zjk8Qf;h#zt|0t<rPVK7MFm(x*_3}9HBMYW8dUwoLkfoQjG2VOD>Jd44LPeC5+vA#>
z?n&kbAI)Af8^+l^ZRm)*DPYLsxHxjD!F$i*s2CkGk1jqkM6WI^|5B&$7*tf8sm`Ny
z<it=bP5P&|S?bvJwPq#ysqW$YEZK)+sK#t?I%Ts~%RCB`vP~jDVtisjpP<X5Li+F@
z81GxKMK}2%14&xun#shb$Amr^5zPnVx7&3u*H7>4aNg&(*#%_#!Kg;B({<2`9W9z&
zD$SkI!_zmc)dX@J`I9wdRAI>^)m1D>drxn;j7Sr$;vKm*dlljsBJND&6sUQk@AGNE
z)JLGUiFbxVa8(oMY!EANVQP`|(kAs77pKLk<oj8hm_A3~&<)S*mVhEJOtxj!nM*$v
zD(1DYnRkY$T{~e*y4LEGV||FZ#lAPBX!^G?b>e@wMuPLt__Vr9vt-$yp5pt}(|uqv
z!ekniv-^X+JRXaxxDW07HPIg<=oxSLH#s-F7q^UonPqXdk1tS+I`&NTRk0=R!P5-<
zF}@&1M5M@_GB1Y6`_&LBmOVk6*5usf2^-;w<EJ#z4kA@FAKKsJ!+YW(o0|GFe-h#G
za~~<EjpcVcUHI1NoPa-xa1h(UDL-k{3k8$9(-|9o5~I-VGTNG1o?FTJT@wN3KLu4I
z9C&3_Xx4k$bQSj1YdXoQ$Y?V7cIb~=am11pQ$@O?8^0n6Av4^Y7COnr47Y1{goJxc
z_eFxfz!frJdS1kp@lJEF>`fQE3$|a8iJvKQR569xFy&fQvbCHOuAfrrn<=?$xR2(J
z7b0^g<bM}aWp8apezCN5a<eZQI%nQ_A(E3<d};Dro^)VuWQ%6ya)ZrI+;C250-&aj
zN^P@EhGTCLVNrdMT8L{FCtIm`MY$|?x{W&Zh>~Y=L=T5b95(3TkVnQ<OR6MOPfWZR
zf3NtvJX;u1%TN9|vOE%1uE29X6P-cBTDIAOSQc`eP*73n9iv=q1>%3JhA#PMA_O|Q
ziWG6~f+>U?2iw@&aKt|q;m}MYSwCCOm>VwT3e#A!x9re6QGJGpYpGjK?%O6Gv8?A*
zLH-<zGTaBI|8ecHbvnNui*Cf^`|qCpqllw#_cEsm_l^<ms7jp6>NSgk<9EvSq2@`1
zK-GLs?fXf9lB~wQrsjL|&qPRc#|Zn(5*Bu8q(8;T`tD_kkSPlEiSEd%@P_;Ps4q<x
zi2J0+k3)-sH)@M*V&3Mo_{!uJD}T#yQ0t9kwy)MaFb#cVR#d%ck7x9z*pvGEh<nz1
zOQ=*=1u^^P#Va<9@MmJ2p7hG!hbJ*IBxldlh`Dd%NsNV9S9Jj29P;xJxy0JtDotAu
zQ4hxsJ02z=UfQ47WvD&cr^F`fQ@fM1m0q!*i8)A)z*NSMrk7uvTvLUN>nDBD5R((-
zCM%%3y{_B$t8X6bS8UyKuT=9S!hl8O%mmrzF|+J*6h2?{rvZf`V4dR7jB~;kX9xT8
zN!zC0JB!i%-e~8PI}JK%*iF-QP0>6)``Zw^D`JjiDz`7O2DQi(dnlN49V7b5sN^$Q
zJrU*a!IQason~G-M?r?<^*DG%zDtf?s%p3GMkr<Q;88D^J5q>%?vHGd-#fit-EKvd
z^9q?;L*-TO=?yr<Bg7|>EVbf`HDC!Jm9jL?y*$5j9IA2Fybq@BoRp_yiU5o5_h~HE
z6kB`ud0Z)rfS31qzI3*R&Xcz0aL$8F);F$}@}&IVkL6}+IrE=dLZx`_mgSP122NXG
zLFaaZiIq}Z*A_A4-4RfuX^C>w6PcU#7)E{W)TvC=^G`+^+Ir$5f3HME|GtEb*{3lL
z{S$lAa0|k(EZgP8Op-iD*pp_lbc(Alt;>xcU`KPJ8{TqCxAdtPS!@rc8ZgB{Z+TjA
z@F%|x^7dqqd&i{y@Ox(O*_F!a%X^{a?;8ikNap9;j)?h6NaP#WJ$4ISoF9pc{v<}D
zlXOX%=aPc2WKvZB-nMy{ytd1e7>8!o*dI$JUmM5PJHu_b@@f@NB3$(qjNDU9HD^ne
zJx1a?98yPy3P0Hb^djDw^Ny~=2aTPgoOirWj7$?`emi3=?{b^lmtw?tel{oBYVXzR
zcK4`nMHlr0t2eetd@KbK)wmx)oe5dTam9JgN07AMNf1*xMx^}D`6qiFOBRUwZfTDY
z!9T_6F7vm{>#5oi$-6k#W)pHc@gzp&^T%$h_NcSQx)9+}ZT!y{{+C^AH{Qi2r}A=X
zuRL)I8DFXEw!e?l4%f1WyNuMtT+)4@DO)*B9V2ar^>~bW9X1CW$UQ>Z?nq?z%Hp<i
zzqn1KV%kKgbULKIr;_Vx{9WSg^6W!|C-rI9q_?#?5K}bAf(J)>(4J*1^dsA;kW(tc
zlIB%znFMkAF4pRHEHP&zEPjGo=Yp5czPIuyre=gieslR`W-E$XijdKhm%67+IHPEy
zHIuKU3DZM<;>&k?$5R(A_MccfrwdQgTf5C8@1s+)u0bG)-!IpW>607_|4xL(cgDs%
ziLJu)yJ`{U-%h-ye8%Gy_XE>ymHNK+jpi}J2oHUII73YLeCUIMOn3H5YWOq1iz{ZW
zIu+A7N5~uuy>%jVd^(X#e7>OF;?-l(O>=$%HkY6nL;UYgWh(wmL=SE2AJe1UtzwUa
z%hIwBo}wwqk0c>&SauC(h71kol-ob8Mx8#9)99K>TpOwqjY_D-*4U-^lz6yl!M%gy
ziM5JNDJ^`9>FVE=xZ-?M)gaxGkv<X8snuiUeB((OmCi+sw+O7^YNJ+3%9&}P*OF@W
z)G@Hzs(&-tsoPMrMP5B@r0{-L{}C7SYFGT-by^tVV@iy(YI7?d^Kox_F|mf#RwSgG
zcG-Btj&f>cX=Y-HYPsCBQ%$#oL7lhn>h;7L^x9K@^e={t3F1;$xiwOXamSdn(QzF~
zPaeidYHwa4qs`y2hI?_;7NH?;Mxx56rS|6yC;rIYk>T>3IXYbP?m5NcClNL3su{{$
zTl`3jKSrYZ;M&YPJ5G99!3YbvF;==fqly&8RIahS`DaQfWQ*B?NZd@_E5196c(Lax
zk`f;E>5*GDBfJT{)ckzwmTpNcW#~qp>O^%+n~w&+=^crsQ-^)eK$g&ujn(c^kE6Yu
z7d1~}JnDCOjXh0;=TSxM1KM>h#^c?jagQ>cwOK!>$vL6D{U()E^q*>nSAwSU#T~`O
z7<73O`kbbqjV*BvNAu4_H1+;YZRNLgA8Gz=HBU;2yjnD-53||Yk1?fYPB*?ejx1_0
z<)4XBdIw55fyV<=o~}zI6@|U^nA}BuPVl@m`|tflde>2Z3dw8J-B?~@3i?^uIhCTE
zxE)da9x)=#WYyZ=_+4}Psd-YugFo13e?yrrX?LdA3GmzM<FEBVc-P+Yoa52t;dpD9
zdW%F{u|4R`s~i)Sk+@uE`gFhHTdNf4uHhI}@7OO##q=mKmpoB~f=pc!x^1#(i~LX>
zBnEZburuIwfm8dVVcsfLC&t!?iE?b?TZ`HIPO)yG7U$m4`#gFOK29r9H!0&JQ_a7z
zMhD{0_{2x*r(+S^OM|5}U%-~eXl^F{o~fmbKNDfmNqL>RBd#LL;Vj;rplbo{sA~~_
z+Z0hOn-L=I|4E3bvHC=E`h2915w@I{`I8ub`mSWlwOu;jkw>)oq0L>jOHUkiMHtxM
znfCM%&p)#NPC*Yka%0;>Z8E<@K0-$SyPxIEsZ^(7AfWQGClYloYWlaW(i`K?Y4W+r
zDE@4m2@u8R{E2&U@%K!%JpN3Mh5dzfUG2T8GTm0>_xz1LTY1l8Y&U8sl7HsO5UWxz
z7<-C+Pav1LMbtb;LKgJHaF3t<=B9ZGGH|Sq`pQu@#Cz^fC8WAW!&<TAZ@`m?V~X{O
z)uyz`b&Nd~vCYqAqvlD3#`iq)cjVeni;-jghOunaA$d9K6P-qa#|W6g{o(9q>sHOV
za*V_#EIPLb7AhdMc&I>#?me;$VqcGEd{Pj7e`?R~+Fi#UccIsj)b5AIeL_Mr?h!{h
z1yr1#=eb<v9omo$&-ZNOtJ0S3JA-b=o070FJ*%WKB6ax_qKHp@yEPFGY@M?9n*HN_
zZC%bM<PtvJ8sZxwQT31_+O+zC*e1rb(X^?ikhI4ns?C9<?W{&U7WV?46EppagyW@3
zr#bhRo=*pE5g9T&$J7XTB5w8FY!z{f9GDuNqj4J$q3K(ri_j3Kv$Kdhg4k9Zq3C-z
zVT3|+r@tD1s8K{1TD2(mW<25kA^bDe7n#@^1?yCNi=T`w(-IzRJo56b-Ff+61={q~
z>M|Cucj<h#><m;Sf8kC%X!&@k>iEqhOLw6hgPFNhBKE6|kP4ml;~<SLmAM|^bz+HL
zi<RRzq0DP`*wP*S$@FA=Cjyb$x5Hf$NC9>15|3l7u_swW&rdC3)#gHaqxj)lM$2E$
z;z?~P+%0;WZw^?-M5d2ry>7VK!$zblN<qONjmvdZ1Z&RmJ*ddZ3=sPrA#>@Y`qp~7
zImTP&D4ltv59#9c6<Pm1tM<<^L7l!e8!%}{f!7&4f2pnVQO}CCtwzf8&v3J#W1w2?
zwJb$g%Al~i(U}o+Fs_B?-&6Bsip6gmq}Qm~_7aNyC;~n3j%hZUZe!dn-;*=oKw{Ix
z?A_rUL@cv?by_`DB3hRdB5LA>_slOpd3Up0u03owjdim|8uHJ?NWh_!D`;1af`6x{
zjVqy$=A=xv+?P8B5jPw_nS|(pd5gG8egvnK)2bRxT*oXV9iQjc;fynb{rSe+-<(R?
z_!!9%7D-aMt$GzpUoJ=NjV7Ap9&L7>`mTfs3tJ0Xu*CY9zRPu-m<NA7mLJZ4y)<N{
zZI9%hdt=gB#$=C|F|~WBTAslN;%o6N=~~1y^16NLqkBAr1>2nX8sWj;?}^8!3KO1X
z`m|O@YI(&399CL*_NWKcY8Pj6<v-DMa<hA;^X%`B__VhjWDZ7jQRhYV^HU%pUXVRr
zpD^oNFHf4{7LYjz#TMMJKs|zdfzw@a9Ev8z^%v>b){~bJBIbcO-OeshRYo{dz?R;a
zTYKXnJJMvLWQLg=dUIq9w=AO~ZZG-veX((B32e0!&5@4fc4hvADetKT)sw`#@qO-f
z{lnIbGxjYp61pAa6X|bb`I)~jJ*nyY&Y#dpnf{bNN#8Z5iEcpHv*R5jj?v&Dh`=}j
z!Y8P${HOgtx7KRg(YGegRQRdzmLz-n{&jskBEKnR^`wMTQAhgQznWJgs*W>4`X<wV
zea^Q!l=`Xktz%AVf8Bml(=JDP53H#_iScN<^Zdfws~Xg|`oBf8YNjOhX0aZpx6V1`
zbQpg|v0X$NDu?L)ZIc%K2sT>Y_L<R&$yfH35+lW@)v%OvS?w)NXdx7<skt(JqBq}`
zmDO{PxSjZ@4$XG$&-v$1BL2~@@hqr@gJYkp+zp<W>grH(?$dg67u!W-wHH0Xn{$CD
z5j|DiPk+<P6XtsAPttcK`>6=L#t*i}2eAi;u&7dBgC&ZZV!ayMrjk6xSdf&lKmOS)
z)7rgSIrnQ&<v&%D8SPX`cuO^5-g<9asjY)G+-jAa_zlwACn@&(fpm*g`b4Btt!QFS
zrtcb~Q4issWlVICADC~`2J>GE`BE+c@wZK-Isd7-+~|hpM~1<(OKNL--pCW<9#bj8
zgx!4aVryl5iVDxv=5N=fC`LriTO-}nyTzB@aX^Gi)$C^$DWUr}hJ2hJ$;VwKtBs3v
zqQ+cg5;Cs)GXd1b&0OZex+Y(>I~3t#{0&phi|LbpW*ryNraHkTN*#+xXYT3m)1m$^
zlP_#oT<75g?QxQ?)3Hk$iTr(O-Tc;Rh?w(hJmj`ZSqh?Jwhe(Xc^=*7%(<rd=6sLK
za=Dp4i8HfxTx474cA6;XA@%x?j8fzm@xMMrkjwjeR2Nw<od$(IOMQN7XzZLn9-Z5K
zp(9_R=RW19OFX~E60=6ToSHQ@OlMeqz9z|6!h?_WKW(l0=9t&yOXv9Z)W_JbuHn+&
zC_jZ1(dkIODWlfJ6c#ndLsjEAUq}^(`t%atT!z@-<iForp1eAgM>aXdsJz7XCzs-y
zC(9B=?+y!3l=af)+hk9_v+C>^8574?R4i)?&0;IOj7%OevhR+7IIFGK8gqUbkEX6K
z)A?w(U(3jt`y5B6%W=(-5j}Uz*J)$_jGhw=%pl$xWrxHh<YGkbOvx}k&z^6*c^n0{
z-uD&r8a~Fj<o~c++6-Lw%CRohSc3dBWjxL~-#;+621);7J<7kQ=1B<)(GonnZ8LHC
z9WeTrdq*k}kGy(LCIc5^iX4H2=oY=Aey1F?)H6FmRx}ZpW>Dx<)3=W4v%kb}FDiY7
zbnh@-mxl#B`}0dPru2gDn{IPffX)zIMJQD|VY)x()X7VpMO$^A8|O|ZO`ltai!XC5
zL?vs}jQdlHeJ?_l<}gIJQ__k~wx)Wt@eX;X&zLyMy;)ZQXR2*rJCDpbb34v`vf?Ej
zJgk;Ha@pVRZ?V7xC$)D&IYMcZ=n-)e+hp-C!n0&OTcU4fgFS-qyo*X3b;4I>BZ)Xt
zJzw#fDi*Ov*&BmsAq3YABUC9_$Tn}1=TtmF4v0<1v^Y(7V~)c&h2FS8c-?5SG%wdi
zl~M$qqp6<)*%yiW?@pCiT612<?^zcy&uO77;>HkJFlW+NQmLL#HCIn^N%h+<*XK=p
zSF5HJq4wnUYvzGVH#+fFd&&lLH>y|5jxY_xsUs#v$oJ@B#`4mFic^16KIzGvPt3f?
z7pk_;G#59e;Sq_u{PU+k=I11qkwHggW6Tov!wFrc6x0)^h}&dp_@bcdXWXlCez8-O
zzEV%FmghUBG7lzI`qOz1-GTSSWKFZyJt-C2ubfhv&F5?=bDqZ|&@P*wj4SLDM#7nS
z(e`+Dg50*Vf5)SeeWLGyz1BHaP9OixI7Re&H85(9YWW7Z77L31n0iEiGM68sMl9%&
z=S!w~#p!106(<8YNha&_%JPVN_IvGoq#pC&By!~Uz#-XeOhME4v*fkbh%>fW$ghoF
zMEGxq?F39RJu>+|Uf+n2s3!hputHda(_zt;CXl?fO7vapzC1B2z(l;P^tZ;xr5aI7
zY*5QLA~>pOf4ZR5p9YJ$wC7^)7z#v+p-vrD(i=`WhxDynKbYD#=pTDb(eES6_ox`A
zpZeIIa03-x)VWps(ySu=PGZPowouLyFmFhN?Q+7o4yu|&+r(~n>~BONY*D%1xu-0n
z@mTJk%`$_D{ggKh3)yu~3zWYDPoNm*TAmF4f_l^I;rFixEvF0Z(Ij@MW_ppgnMbE(
znbO>z`&Ip%>MlC#w*{Z7F|X|%h)yEfF~PSLTUjTzU}H}j(`InBFJEKY)??G@C)Hw!
z>8SqyBcxv6-C<i0dd9$6236f37?(Mz#kt6%@|Ze3(do7u@AN8?!!}Bir_ZIAC-s!9
zKXK4|o~hQ#C=aSVQMTRE^w4HanBTD|QPZQG4aAEOW#dEGci}tVWA5j+IM(8^JuG=<
zB3C+y)N7Khmfxe+#^elpN%*}!h3`8Ru39hBlCLfCHm8wiB<v~VhRXBB?K&-fBd>IQ
zIA}0f*r%ZiXyTcs!&Eb((;4$<JCew|YJXA*iL#>QY<4@2CH}+|(R{DZ!!R#X-do$(
z7Q}coce1>j^$5DCT6Jn1_y{_KoUc*cYC4zazN*dJmF-=`8)g`Z^nWp{OccY7;qkfX
zW6)^ph-P43UgXWC8Ls^$mu#7QnLJQ=&#S@yl=4ET>D==!=w&=q#4(*_XN#up2F8C8
zg^oYl%K~n-JesD&k8AJ7lfl=Y3XLi;@CyG;Zd2kLH>~f?H|-m$i_kcAzCRv68BOJr
zI=T3!Orh^g-n_#|ltuhKmRTae<kRbN=HAgx36JjGyJ@lD*H-ELtL@AGX^29Ot9O==
zY3E{{jPGZg#=KLXYD}yDG*0U*>D?ikPBGk3m7@~%bT)a6^+qO>vGqEJmh4QfowRO2
zL>+%>XY{13nd)qDR|DBlDN@M$te5eEZ_Qe`Wk@$*uG{n$ij<?LF$z_R>rV~rM-S~E
zsPihlt>u^^n$E=zdDXh?Yxm=e&$rij{GKS1KDeAR>EMy$+U);a2TL+2O<j&FV<dD~
zYGq`9G*onJ(d^A7-+XixB*y2fG<CvOIBcBv4NKM9HrtZNyYM}i9&Qo#$yy?4to|{Y
zEi9V1Nm`{nb<BEDM<mOLx6AjnbrBY-RAljgHZ1Uob4TF$>);zp=g;@YMb(PB|4l=s
zjqU50^7y>QU&p!`(TY5J-$<rpGh;OHZH-U4hSbm`{!9slcfK`0=u>ahRL7_BJwoHx
z{?>V_VN@63l=hp&v2UBji7CVE0XB}^4N1$@^@9rQQQrP&bpHlcna+1alh$p#^)z7{
zh^7;qV$7D%*L!VLqU)?4q$DYQhUc;8*dH@mPi>K|4mPs1Bd@Pbq)wM4N%unQ6b(2c
z?)BY@H~xMqy-+|qo}%w&bFS<6a%4A-{;;OePffpDQzXnD;Rm=&xl~Eb`=jx{KgLk9
zxKj+WCUk6k6KG6@7HeBa1<wiA>Cm_81|5h|Zkq;bgJ6<M_CnR=^?mn8mN9MFE!)@P
zmZ&7#0b))M;Ty~S*PdRnOe0mc;3@hPTh-P|a%=_4ShxX<4wA4$I@O9K*8DP(FU*1o
z$+W8<V`_;sne>`kJI**<vrGippjYIYg~y?)y{_wR8vyE&aK8hVUw3#c+h0&m->+m_
zYwhopD%9+dmVI;XIggks6OX7S;sJCv1}%1e(Yc38{QdM(?2+e00e*`;^0_ooVQKLi
zCEDf~rbsoXIz8{rmMZST=G|g@(D%msHH@lD=AY6``w`PC`FBsLsEM?ixIUMs*fLFZ
zBLAs%DI`k6ALrQFfl1t2nkmV@tp;P>+v7?8?PJO*2gyH^>jjo=ep0L?^HbWz*z@n4
z;^Kz5n08OCBJ!(gMovHJZtER(In~#BOjRUCxwPf<NbS{JRZeYmm)MyTe6a=}$!})U
zV>)63Rp;QmLn+hf9Xsk9i4K!bVS_?#eBD3yj1jS8o+#<5MFj9TeX3OH$)!Bj&!ofH
zvFT_0$@Ci&rHG?6i3Bd6HH~b_F?3=l5b@jZ-q~G`<c_HFmZ`)%|J6g~{epeGsmo3-
zUu8O}+Va4(k(=7t#?@P<KsD72e^N$;L@_NzwM?_<r;>1{+c@>}-jKIIBPJ8r_eA{2
z34$j!srhht`otn&Ma-u|%lS;Yn5rty(L!<0&C9a@Q*L3QrZ#HJlbFZEMqdqfBf@z)
z>Iu^n^Z8H<#b5QrmD89f({FaGkBwC&xyEkv&P<cvOL#sRe9%49QO@}IEi|X2k8ZiB
z!;^2l=`Gz*2OV6BQ;+b@;84wpQyYD61&C=@l3(5Y>07XfJ7ZbdKh~tKLbptIhnfYa
zM(B3LeWGLdq!`^X)yZ*gL1LbyXrOGjOMFwN$O$xjoqLlbX2{Bjhz&S7%2qYzVEH}y
zZ7fmyQ;D7inW|&rW>U~ohu~LoY5r7$wx!lu^3E{@L5nYOo?Z<K`Ubsq|3>{$65Zn-
zj1rAhIdqOfD?fo*lC$lWE05NBH{Py<%J0HaZ2`Yaf0Q%8rPC<er9VgIPfDn`73aO~
zak_tNvR?iq#=$m0#YlT(3^^TnQbMB2!7Yo9=-{IHj;U;?de{H*sEx^F@)(zDZKN#c
zEB$+`5vFttEqh4HQ#3gT+U-EhH*Sr9KAsD!>ceJA_5hV*mi>{jD@C2DHT$?nheeyY
zIgL2(0%=y3xPZzb*3s$3xqp2+_sG<W@>=@kI2q$hz3BA!IUcM_Z~mq4OZ4KDS<Upo
zQT)^H9pa{K{DWG(Cr_XkwI1XsWtgfe*3Fak?kUEI6r<GK>WEG28>7UClr@ZdHgQLD
z9~qzXjL4GMTr<ayO|l|=YweuJT8br)XoL2vpD_PKjEdM|e~xi7RWr3jaHWb;f4>`3
zh&eWFlFm9ryxK!<bpCF9Q=m}XFp4}kn%te7(|hr5|K5+bxqv;<Wa~Lrc4@R(fhD=h
zvAR?_)ynZo?<$;cM;lYlPpiZex1z}hRs&+^X>aMyX`_>QH5Pjh3D5C(#Z*-lw@M|B
zQTg4UM)JF0s6*ANfw@%kM7D5FDfP)}&S&(loaQpE98ZywbbXC)eeZKFQRt(g-VNWh
zy?6~3-R!-kiO!TqmCOmV*DUT#e`T4?5op{V-Li;|ETDvkx%eaSxCIcm%BP@+7WT)Z
zTM1Qn)6R}K7HQS_ID#ojG_)!C+}yuHo&9A9dG={D*+=>oOE*=}-`JaTNQdhglY^=}
z$C`Ewm58C4ZD79Wu}y5zXDUrw9Kkh3MfGQ^_xH3+RjOh_oPBeUAx)(&-4=X=FJZ<Q
zWK79CE1t&B{dcV0lKtgVD6s`V&-R@zjuDs8Fw<1#4R)c$M(5MtUSYpy9AFBMntG}_
zjPDqk&w*3nqGpOkq81j_+`-wRaS={MY!OcEBo<)lj8r?4oX$%~bjD4!<hVxKilp4v
zifQ6o!5<n2UIjTKy3$v#VjQ|*!l&T0n<w_DebLZ&#G<$~<FjhE*!HGMj)R#bV)}1Q
zYnYxY_0aaEhxZtNHtpqf$6pMIpGZFie{?qK`~t^At8Oq;cE|P=J-6)eH>(sysMzz|
z67j@V>A7i&Za-lTB1z7NgMINW7|1f8D(|*#MHO?rgi6~;$tvQChtmZ=-bSVPr(!&Q
zm+)yOU$M1pIn{ZVe-3|2{FA<|)2XlSFJq!MT*JHLFsWngz1c|Hj>DoDy8q1{c+tFW
z!;>X$>8{ND6H^*p?o3FmYx#GkE}C|0F^i$|>16b5xu+)66WMlpQGM3k-BX<`;ghB6
z+b80_6E=b}bC4_n*#?n-&z326^;=1((Y&yqz<x|A=(aTW8~WSjyd(b%eF(M|Qp0zI
z>|{U9o{<QR-^4{^4NiP=`3!#Sz4G_2c@m)^LQoA03BPUj9z<{~(UEiNN7RwV-|4*L
z<gT)8kl~5O`zTK%Phf&(`&iPF%}V@m+OWw1+Q2zxZ_Ar3_Ld^{&4J{ep+N7s`zPkj
z5lDyv*wN0Zj?<uEI?Jn!YjGqK)Y9JiX+!ou<Ud6}Fw!9^4%k0wkT!>LKTAX#VuY<|
z@c;Ev%bYeGax}gnD?$^+M!5vlK8a{UCcT#~Q;na}QcofrOpFVM=z<Sbb%>k%G~ug#
zA+>ahIWqPW`JAhsMEJ16;PaX}6>8mpz%30Cru<(oNy!*f=`%4V#rtR&^kT2{<9Afk
ze3)X92wx;y>ohClQ+?_mlgOy9I>N@dshpI)rH)b&5@p*pxe*b;{%DeQ6o*QEyd$_o
zj-kA9xyN|~7M-T~&UEYP5HUYF`^Nm~+P=qD3Cb-e8laofpWA8Vag<*>d%<qV{Us>f
z^}FwsLu?UZ3Sl3|TceMxMV1gTp{6r6@y-R;^q#XsB`naVt{+5i&5>=*0CO7|<4G21
z`4)g9uxMwf?mLn^=N^k5$KHBHo{YrQacO^hsN2+jFkAT2>>x9|Si)256{zTq{nhYL
zA$@yx-LNfJulM(=psKBZ?l05iCrFZVWFpvHqS4gY1LZng^CZ%9)nC6hPv-f?+mR&2
znEGZwc{E0~%p;CE@3lX_*ku8~h_fGE)cBC;oI>=4_vRWEMZ5)3A=O$cj>L&X_ob<r
z{V}2QWB>m1MU7$E9v#6u_4(M&Te^|@2o$I42t^vE4emFFIGPO~_Xk^@OY;#nh?+{R
zWp3L*Sjrb8i-=}XtHT~j+sTw~oc%D=?qWO5+=DD|eT@oC^ZJKymQX<>-)<jsDxVvP
z<MUQ;!O4AQm8nUMEn&HLvA@-UDm6La{=U>tp{KYf=F;9Y0Y`20-kKT5aurFg_9?Gd
zR*uMv(|s#7am5jyTocJq$0s~=mYiJ=ktaU}lUw7u*n&ISTC88a41HnI@_Gg8hzxMN
zJ?zw#Ic)|R*TQ~pabUhT(s|Qnck-X&i8P(t+r8VSn7wY=t-riXk!bTAI+bqeV@iS3
z?YiHC2{@u=w&ZGSF29fM_1<V@A!U)Y;f1}voW*0(Rb35Ey)11I+7}~xnZ38czO^^@
zKkm|`tE&53PC+^K5S?zC_GD^6C*j#KT*|Ba?uXBHK{Eq2RU%F`_06Y=TjfpC{%qG#
z>N2wJqL$xpAWiYppV8^g2qzxfZA+;N8Qn^a-G4E}*JYfV;MLX+bbzioQRX^QGK6(p
zrHmktjF*v;>#J7rc(@Cc`23}zWeazt6Gvkslc_xw()Ud0I^C$Ja9`J3qnI{1(sh?i
zFtZWO)F6jF&#tVY<OUf~GNFY&l_rspf;C;}Cv)!KuzlD#c?z`S>BZg;&LuswKQCEm
zI?!<jnrlJLlQmlUZhyDf+)trX_{>~SwS_y8IX8VIKEH?A@!>%f<7uvnK9T0p-ptU7
zI=$<DOO_lvt{dhYt@cpq{J!69y@Zxrs6}GqUi>oe;k>kc?sxFf@q`4@d7K@`su1HK
zlWc|1>_&8h!ZrI`3+2$+IlUE0FYy^%%H^S4K4r_l$ZXkhF@&Ea5hqoT!t&fR+xUw`
z(^IRBPJA+Ga!#{#i%EB4PP6ssL3gXnV~eSM(ZAZpN$M+eRO_51hb8u!YCw+aQ<IZD
zJe)ELGJ1~&@mbzyK@YKZan*q>H?iJ}4yEX?<ni2EM3~a;&1=&pdsv4Ukt}V^<^j5l
zRFEV2Sff>}56iTo=K{~<1(v%&#CJKeT$XE}EF<#@WK9i8Q_ORk)#AwMx`a%7aCJ+L
zwx%T=B;NSatQ8x!TI|()%R2JUTP)*&hvFYM65cT_jBng)vsT-6(EInu)skIcQlDPQ
zoNuulPq`F-rc5WaN|Cts{=6|NCBEt3CO4o`F~_rq9C;>PKL1NKvNeL)P95IdrD#qU
z=n?U0AG&B>Sn}*A8y{u7;`YdBMtdJjx;=nco?Yn?eU9?Ee2;3`On$H#K{psE6Dm#Q
z_uU><)-q=8g^ui-+$=^!OqbioJ$T3F4|!i?>7mVBj=9H%!cufugC_QdW%__d^ht37
zwSiYw#TesK3_$*xM{>En%#m)#<)?rWt}!0Bh(~!4uih>D4=Q!N=f0FnB`SEVt4(|N
zEw5urF20A7s&LMW_9taI`f{+=e(E)$IwjAjCy)(r-tLWg{y3kztR!ufY(H0#IGWSw
zIKHXlmd>>;bB;*U>9sXO($9^53QsYfHz)S;%7AyduG=TH?P6X}a~yGGk$+pwlN^zz
zLsX-uL-co(Bl6vJMklZI>6=<ldF5V+Cpog|39np+K(Qxn$h|Z_IL|rs{`&uY5y(f7
zkI^BcrWwaV`|<+c=%?*&TeVs~qIBMFU#<|1Nr&(ob*E=rc$Du*)04TJ`q^jQc*mYP
zIK|AO&O-N;+uSzsWQqvy?6nX246lt_(NxO5+5-wzkC9xjgQh#7o)~r5ozjmwdEBNa
zbLuep@}5zJ{tMlf@hQ9*O-}Wi_#%%Y$#SP?h};#M;se-`cW%hY-;t)*_G$2;XI^in
zZ}ifh#YkJ^obA(Y&)j$MWR6txo(U&)ZO%q(FDgD`8Cx3_V@gl4Q9H&u>2xF;f!-S3
zw3)T1gq5o@V=oUH?9<+8^6sUc%xQz|rh+YNNj|Nb=#+PBXFb|%dYw*U&s8THql_iI
zCKHQgMl$Xa&S#QldB#DG>^0D(DjL-2eHPfY+_8|?a9%*0Gh=GB>3d9{oEl{DWEZ-B
z<d}O8$9+8YZlAsDec;tjF{?(UK<5pyap+g#k>AipUZ|OubK@AB$gth_>~~Mi5_!CY
zh16TAN4=J@UF%%2S$Y$X8hWDdE1z$NNaDdjQ|e007C9&60qUfqZx3n>m2c@$brtz$
zCJ-xJipu)hxMh6Wh^c8xHuq4e?;V+y{pK<@d9Is=O0!wqHi#EH!WJ$gqu<L320y(?
zhI|!q;(yr>t35k0-HwztpVnEcG4{_*miejL-cKu(I?kHmcd;ASjdSDz^oV<JN@>$d
zj|sjV;#<xK$5M41t(c>MR^JSMml+_u?5R;{6QFFuRnfoNQ$1+kaaKW9zOe@y-z{6p
zbbHQD;f<LS^{sU&rqITCc2>tzWpqU6xpN#{=h;X8q>Mwe{6q{?bm*g(qlcpqktfwo
zDfgA95}lZVP&Gxd7BvY~<CxI!sLSJ<l4SLi{1Q^8jX=u$xql|MSVy4o&L5J+EM=*_
z)OXgL_kL~^NZLkaSCdgob<5tT>2e(EUf-Sdt);KM&#Oh>u4zr`0XK#@d*a^soKxT4
zXO2a2uG^i+=ID$`UfZkj|M6!c6w+!=G5w=p`JhBz$Gn^^o=PY4(8}f57XPvJVaAi@
zx%Rdrs-+8v{A7^s#T(1Z&n7k83?X{bC&@AHFU_2ka!+yWtt+`4aig1RNHsUW#9YX|
zcFmI*3pLN0+i1uJ^ex*q6~t3@ITrSgsp{$XD}Fyj8JtT+Zjhw0WaV-Mx_z~es=9Aa
zIjwg<hJ1pTY6SJX$TC8czLPR@&LJ1bvuaA}3(-A_XHmZ}>(v%b#L}0eQMBydqSSX}
z{wwzv{VX*xAd>RL-Zq!iy`u+W7@yByla77kDUf(PwS4>5zBsTg(ifs~bXO<eO81%U
zjmD=3luMPQl#C^|pEdSA|IA!lh^)}vSW4Sthj><N{_R8#-sf7frsOHT^T}~k#XK=G
z`rF`V*gThOEO*1T*{#^7%xQu5!xIw|kmtX$Uy;-t3HEkhYCvyxpKEJCdEfV!MzuYq
z)9*MY8$7?@4mtF>QHKg!P8%eCPpj@$HAm!pqpuQIX<Fl_I{ES0@En<@pMCZvry2KJ
z?<v_#KDsYr8i|>tQl!$i(>T{LJdyjNat?<K#j!?iPivllg4l>o{{2av0e|%K#oyjA
z%0xG4e{Da@++F{9o3dO*XvuxaIDMK{Z^J2Zy<IL>$IuZU<r~-7X2=$l9Hk~n!5W?Z
z5f}I8xiYPqyPEsjcY4*#DC&NKu?%vGAKm=baw|9*bMZJd>J&14#x5(ksm;B}neq#G
zcy3;@+)L~`5knSJrk?iwc`Y}lUSEGyM#C%+5+)Bo#{6*Tj>V{s;wibIM-%inN;SmZ
zwfQAFsh&uDb2Sht&Zg$fgn{NC(8k}4TKW@qi>V)`d#J<mJmM?SysX)_8coR;l&MIx
zO6<-qC+>wLr$S%H`Vt}R?cqxZp@ioa&{Ec<H0u)QD>dFd|IC;I@{-<L@XgIcKcW|Y
zy&MZ2hbl!y^j?<wdikk|Sax!{<WH6;<+~z~EKc(iH)8o;*zcHWJ*{l{ZMEDC#a!aU
zK?BZ*|Hn@)O$Z%DLEmK|f503!Id<uE&lXg8n)fYhfJfpgS=alfZ=6)QHn9P74d7%m
zbMNx+F&F!0BP9#LiG9yY)+_{G%-?i8yPL~&&6Bd+g9%*}&ye`iWJ?>3;uv=ck9N&p
z1%A=1R_9B#qUETojXtq0E7RwTp#q|A@tO?vu1u8VS`)NuQ)F%Q$+ZB9D$|E;hQy?b
z-N|83sqxfY)x(vIj`!^K=96N$`J^y<4i?=os9VSs6{u1pyLkk)Vtm}BfF<(Why8HG
zD$A5>ld6)|m5^z^hB+yw5_L|L&oXltQ!JO;_&e*YcL^7_$h>ECV)H?qOSjelW4f|y
zj0oheoebdDzrU+4kx^hPRqxQJi0Y(=d@`aF9g?12u8fX~V~y2h>p(lFa&9hB%+FBN
zZA7B`+H-<`37MaXpzeWW#Tf%#j5hw2qJlF2WJjqm;EN+!qMvb$ENPn|5y~Tz>#HK;
zOzB|X6RwxDO&?C3R!YScoU$DG%=FYIM7*Ou;^?+SyD`Vhh*a&H;-P{t-H75y`fl{}
zu2wol#bk%)13tMK)eGpp^|eXVtL5*#Qb4|;>V@O<Z3sHgS&E}#O%?^WaFX}aH_vg=
zkH&WUj7}~;s`xqAwtj1lwS+@+IAi+wE{hx!|7x2|$DEEa(XSNOQXTJ!)%0Fkg`m9u
z_b6mUbM=$bM^H<>o8Jw63GN;s@?`@4-$Rdb44vvG5{{B5ZvU?5TD~iybh;+jviwO&
z##JkXS8M_C%q8g|QxtSEPp5_6<@E{ydl6j&sj+h!)+?|&sS~3`7DSgm)%4uXdz@aY
zm%V#iF(S=Ljc>q6GgC}sMw}%l+nZK+Ua|&q<~tW0)pRIb!Be5~d2BLe`dfHtFltwr
zpRImrGC0i&nOXmE*cjTn{X4eNk=}9xq3Vj-r&Kzb)^~a~moB<Ss=%mL9#5?@!TEvt
z>o$psW1xsCU{OV}F6YAo?Tv}d7@Pl}mRXh0T9Og&t8G;GiSuf1A_2+Xk^>$j_(zKm
z{1j?@ngBF?J7>8ZlZ!AnNhVH&ywo%6-8+cTqzS8~xhAHL_mvvD1&R;Yv9vVn#f)K`
zFACw-ydlzWx>3?^^;59PR1E35M&4ro_=yd-b#ikAeVE1f9=Uo=Onj2B#}y{-FKCO1
z>TNPo;pZBbHH+A3Z#@SM6soa;bVc{J%Ip?*{~2pKGr1oaUE;j8pKj5O^J>YmrZY{s
zHyZq*>H&Lu^7u_6>%%rFbiGD)h%EM&9q<r8lesY?sU2_h?jl==H1F#x=nW!4wRraS
zUEp!uQvDCFPE232hDXo{eO8<?$AopH`d+ryOm^?hL!D!(lkxrSBU>EYd(7z-)pD6S
z+}nq6W&pXWqY?4JzC5E};@!8{hY;O<V4vALJ_CuzA8S6O?@a#mOhl@>qtS4R&KAAW
zwTfg<8(GE#jiRac=}$yf{1~dK0>b7S?z+2u_7{t@9~t!?4s`U>OpomJu1?9swVI=_
z;sd`otU8hLQRe-KR*?P{EsW)1%BLi4Q%hCyGRM$G9r;9;uQR%c9`PIM@3!V_WxC+=
z5|(dHh(()m|6pGBuKgF!P4xA%C8`kL*7=ZQBu4W~*DaEyhE6Y_R2x1557{7g^18*d
zL`IxSI-Q-t!{SN)Y<7kdQ&#~GG01-mSbjAMoyuD<qe52nN5jB;$^8M*FDJyK`;VXu
zXE*<Tay*(X|KoszbHLHY6zuK(mY5ku>SxzYj{oC?9MbIrKMxhf(@CzX;WelC_U8-{
z7o7Qe&>?QpjJtA2NC{Z5yni%%du#BMuTLf`vbs|b%0yUsj{XQ<saNoOLqTtxt~6Hf
zm=o+%T6pZ~`~K6-zv-kUR+*R`4;p)ko*8P4&wEc-Cl8~d`kqndk@<7wsxfW$mnT)J
zo|tENT;$OHD3rI8&;8RPz;q*>Hk2~~&9wj9f&{hU%YTX|u>|RyQR3I>=|%j-_6nW+
zOPUwUQO~MWOd+o;E_Ydui8M5^lc;mcYSecIxkA^<(?q#M#P#`_{FHeO-_PlGQq`d2
zeZFcZ2?e&NZmWD>isU%dz5LE3nUnd~jXRnXilumOG_pd>Rua8yR{-^T?p1td|8Zu8
z%>mqoaLa!6S!A7s&<+7&gOaD)7r%FcsWNhx{X_G*J})%C4P6r4UmNEf*4dix&wjEA
zl)sp*LiSI=+s}tO{(l->umxB!O?{mblg?ov`^0d>CfxlHQHQ#=bIhw^HL?^(R<BG#
zsjwt_;3q<m94aqV8HjRq`hm!j2##5LCLNa|I{K#3Tu2St_%jh&`9AbevJO@@2k>6y
z)7)*dR<Q?&P-&WQZGwlX!}v{Wyh{F=9Et9RB;IDKp4ds#abwOwIr+j!-uM^h@)pw}
z$CE#a5E3ms8KmhlID6-#Q@v2Py~bPbDOpq^k$39(+Fbf*_<h8;zS}V7d?W8v)uJ|!
zitSG>A?XQ|rBm%-3k^?lG*E?m?${W@sYSO>zYb616O;Q&%&BTRQ@Ld>gGlB(qs?=x
zKz==(8l&St&C5^VF5llU<pI^9e)`W06uisv2~&9vb5A{^>w-LSo0Mk4Z`tqT-FvMa
znphv^lKrXqP+3Q|N@_b{T(#wlnRKVeiGmylQbe3oro_Jb<Qp6FxNR*{*n=+VY@g4n
zsdA(IfUQMOO<u?xO0_QP-~IVD#>MRadxoM^q1+$A)~Tm`Bxp>NuLga>f2wl3K8Mv;
zdf4Z4XB2IxGhs*9N~TDN)xBz?T(&eb(04=ZE3>O(iZB_3=j6QQn=t?BEhG8&V{wTi
z;;5mwot=I^858gCbon%(0hX}McEq0iH{$@)HQFuZnV{yUWIfoBJO0c#-V~Y-hJN1M
zp2gpnBD@dnP2$f?zt1u0girdrghSgLIN8%WpBzu+r0*hravX{eppB*^>5+|TlyEsk
z_%(jhF*WKVtJn73bd-tU?!Ci>TzGzPtUZbGc$arv|BPu9M?-D2d1H~%qk%H)C8b;7
zd>iLa>-0Ga6SJ#CoA~J)runxFJreaNLmyMC=j`ngwR9>{HlPk!PZ?iA1}B|nH?5kF
z&!VDOrrB}G$Q?wpI%G%5nWkeTXWtmjpx90Oe`SG>3$k_;I`xf3w;FW34HM#SVZ9a_
z+wrL-i9hqdhuns0=*zSJX&U&%{_XKieb>y!kMC5tW-<Of`;1O#+_m35wSVDPqbeH*
zt_{&Yx!4=~pZ@#8^4#wXH5F*hN?*6%e|Yx)oc-(Bzt~TV|I2R{ulEkqw<T7nc{lnP
zx6M|nqk%_r8#%?t%z1prNsX+;wyPZ<n$J`LRUh?>*g-W#>~yWcR~uQiAx78k53v;5
z_xv4BXv%y(5ezdgj@YHT#(Kq{X~U`7N9w(=QMTt9-5SKqC8^T?(j*o+rTRxlj><OO
zt_Sw}SPEh~<vLUIqy{T}3F463hVlKu+KwfFZ4s&$Bx!K&^K0KzB-`;)3A$%g{nGxY
zx6s?fw2dum4JGr>)M0&LxrwOi(O!;>xVUE?UxVzPMRHgrvMM@h&U;P@W2<tMP~d3U
zRMqOi5OLlzI{Jn|Zib+@z>ONe7^(;@wMlWUN5!#*rVq^@KQokcvLBjXRnJd<(*8Q#
z?4F~IV})8<-zJ-mcD~8kZy3l?#uAXrMD3F;G`&4oCRHrabnX*}nq(riNROc>l_9KY
z9m<}4f-UsKKb?;vN_<pA$G*EBw<Ek~e1AGj8$|d{sW-$*<NfSg^(K#^=1=lEnx529
zk$8hhldS#yi+oSF&}l}3iJ^$!RH}}(nlA>;e&5h)2O1ep$^V=R8@>`tqu7GXLlX<c
zcy~fN9`7rij&rPdcx00rSRBJe`{nYfiad6TKT{{2`0w`(k)~7el%S(KjPGQ6K)tD4
zM$v(z<zT$$`+dX4<PrMi{-~_`Oc>4edhbkmidHoXWS01tyGnAJqVYL@_w|=kl**Hp
zAyKvFUdZt$V$6A@u`gzJ+R}N!TQaBk{>8jP<eQ-A(Q?Y|v&2PgRej%PRFO+;)F15`
zbA)BfdNlXvNSOnL?_?xD7+NY@cdXw0aF_~<xqoWRs!U?1n2fx-v`si`DSK+UO^BBz
zV2(4|QaATfrO(v(t+~{WaT2HE#mG$~d2QWM9$U2SXn${+J@ewpyRKP<QzQO^QS+r)
zvGF}yH_ZMn)4A_t;dVL;^|zJ<(zCv9Xz{!2xcg2nY{$)hLE?jTq{qh!Q@y)6$VG0;
z#_~+(NYPoOi}TD%a~;#XXTAld{F&{v{+nS#Iy6^!(|%7pfd~0<)T4=zpIW;AX8Nb8
zq-CFXY-A=*OXKnycA_I&%Gt1ruH|;M26G(CuS)=PiR#_KYa&Owb^cU$xp0~R@4??B
z%#upxdOm2%B-l$imFy3PC#{%OH}r0XBLyEjFrh8G67ybG4Rzy)t_7)bv^f>&UTH>K
z6xq_h>WS@%)i3AR$ig`dIOkO^r?pR7=;m|#bX%i{miiDIX-|!k>F}I_Y~#(V{`r%f
zg7IhCD7aR~ntLC0-&-l#f|2`>WBMKK+uZ_E`H@}Ju7F1~?lO1y<zQXv>BQs`w>74l
zl%`KwDCgDvx$Lo>bbKr17RwS_#ujv{_23Peo0(&Ta;KL);v6PXu+UMa#MI2G?F(H+
z?pvMGk?BqN{K3HM+{5KoC4bV7*TVQ<#%1b___*AU#NRA!T9(!pNu=61mA@|r>U|jS
zHpe=r8!<(s_if0SCdSsJ$($)tzKI*{+BiJNu4->9()pyz9O)MW(%gF;&F%5L5VLRG
zFTg%#eh&ram6{K$sM{~*B9@7(w0M?Cwx*g9b2a}=3!lB0knACt_>X8>XCGP+#xl@?
zkXxPJ%=8&wLLQZKww6|XsK*R|a~2ze1!NC6w{_*%Vwy~m#PZNWH!9k1%+AcUmMuSD
z1?Y~Y968+FO1qrZ(5V(}3+33R17CC6VVjxobfoUPYSB!2%}=%9qw)*JIcLd0O5Q5}
z=9(uh=;-;V{uRf8+{TboFn^NMH2zE*M%57V4mzi|(cxTsb3FNzo(S1Am2(*W#_>oE
zKl9JDP|xog%hB=g9~-%7a)X&y>|KsX6(PO%F|&A@8sbFqt&5WcQKrF^`>}j<T+HQg
zDkP^B_1!$0tKnz-nRVIXuB9|tshLGO77?~6R;r<3{F$xTB193jYO=@pGwX<mgxJbO
z_QeDXu^V$$F)xp<*0UGyH|s(&M=|CpQvmk{%*#^%>zP>n?8-VV@$S^Y*%QpH2lKq@
zP~x?iOOCuhJ0sdWL+&ehQj7E6fKEswNsM$O{>Iz`<WFi*`E-x+FU7)0CbZO+rU>h`
zAPYYV>usBviKEV_es&ZpCT3z(#G7;96~`D;F2<j!<*V<lS*p~YLJP=I6<OwTMW#Bp
z^fj??=`*#oDkCCC&AsXVGR4G#Ca&lO<di~E@+>o!m_AZPzJjfIGg#d5pVsGYxy@;=
z0ejN$#Sk0e8D!mvno1`pz;zmQzgR~X?TmaB+&xzAoMy_InWgobh;vTA9$o*Zufr_g
z`$i}IF4l$`*{_wkb-Tf-vD-!=rlPL`9?iE%E8ib(`lMR<A4a#RPYfrIrPmbSUrq9n
zu(xObWqSE&_!IL^M^G}IThkq}*KD@+XZ!Dl?d@dtj?Jgk_K~=I12$sy=(IBxXe=A&
zTB$cs5h<N^?rmf8xA<w~FWw*UQx{pr{n6R)?G5NieQOo=nEHKfV~+c#(c90N{K+Jj
za~wW(yo{cnz}ExSzbm5eE9E)*=_#3Q$T<<sj;fgM$08?RCo1C{bPd%tp>quO>5hVb
z8%?GEn_<<Cf`2ppeQTQhA12BF=b4_TT?M7wy03?w<NU)w(;tT|t<O!SnW|?(^3H{&
z(M@0DchJ3(Y5qR?*}8Z8xU+qqzZ(-~#C>GoOd?`2c{YBV@yR>Ylk2eey@UFH577hF
z0p@708A5RC91A{Zj(U1(MD-c$QyunbDzL_a#-Ax+*PLRGT$Q+U+Y<BRneLRkTZx;=
zF^}_l^g|+fA$K6!&2f*<>AY{+@%@EQsG&KMo@YX}k)Gap{Ki{pKE<w1Y^}8PjtaI=
zozJrGmne)aV4Rq$p*ItT`^$>*Hq8m^7Fl6qAI-lFSrg}cYVa~|nAcx=%LkFSZ$7}f
zaCU!c4ad84YH*VQ&TAp{wbMGePFqjXNv}H>R28K;^+$ET#iksIpV*x$x=)>srR6g3
z&^u4cHT1P<Advy}))Wa(@oQTJT)1ifeLtKD!Sf<#bz0Cr<D0+9bPL23|6|MWbgL;H
z?{xZxxZ%D@7w0h^Z?gJW&c4;lE$=h6`P=*z$ldxd|H6Ff=d)@$nSuMXwa?`KYKaq5
z<n`W)xfo_n<}pG|mQowrXuH5za<)Z{`&vtn-syjhF%kuHnp-DNRa4+}1{u{qhRTLM
zUCu_>M9P_h+)Krjo7(pHGm%s%`<UbRKEWDFee2%7lo<dbL`~b>x8FaQP+Qf>I;_2W
zr*jLzNe8+<WI#}n8%@TNL094V#gj7kMc3Y4h6pQo#`yS5O9Y5dbPLvJ8Y4#w|LK#D
z@lq?Vjry3P+BZt2){|r0X0c-3o$7Z^>D=b>B-i*<jT%$YqoHriHr=!T$br2kfd%Hz
z`uv*A=CM&eRagHc!aqLKKYfRBtVFeQ9yzUH@7<BgC74ZPZ!aOg`&+LZ;Wl5ecbx{$
zI;Y_l{o3EA>UOQERozCz-ZQ+B9J0@6igAl)!jj4&?PKe)IB=R@$2y+o?pm!;-)tH0
z!-*c9Y8)daTA^=5X2Y)X8yCORMvq!+N*`%oI{VHkX12%px9C)4^XG9Zy@BbQl%C`^
z|Blh{++se>K4?mgS;sM6GG%Rl@_hKF{gn5R>ZFBJ5mStH(vtgL{B!gkO#VKb;U-!H
zCy@hklK!+VCEVoAEd+DiHCC?lnH)ED@kkr%Ee6%tm`bAexYk<pB*r+EU?Q0J?aoDJ
z>!@k1%YgPf?`zqhC3BthzUO&NJw2gOo_FU_VeONMo^MQ2rE%mk-1a%vw=G!dXtwB8
zj6TLn-D{r3y0;)_pq}QD*K!=F-hB(+Si<Y^UcPF;1SZjS?lod;Q(cQcQ;&aJl(Tn-
zhK+x!7(AUwuID;Go5WBlr7y<*5wGQ}TV0opm|jzw#xk6LCZ}>4|2VVRp6AewtVNaM
z%%8-_`{*L4-{-#VGU)5DZn15xF+<FO2p^MB#5`l`+ee1EHE7@ZDEnZ!!w(-k#=nKa
z*LKH9AL7vk$`mQ6*QF@p#_$H3hJSMLCQDv~sjuiRiyDg&e<qg<bwkHg-Bt_ZraWo$
zJ~>>D4>_RTtPYQIqc@da8KnF6c7&JBAzlF+)7CZ4Z)tfk_zitxNfJciBPh)j5p_By
zg~<4)=r89p_OG0Z`gmbHhbsQlh|_OxCL4Tgk^N5>pXE<ii4RU`>Qqy!H|^$b_uR<R
zzEQup;4{@!viiTl5xT%RR!tC3wLo(VEjrxy-q4aYU&ejYxS{jw_p7ZBlTiEm`1^(l
zNtxC)wrAf|k+@fJ?vwH-dF&K_CZe)qo%%|jYXLPnz<HJ}l>>RF99R33t=L=WeS|%6
zdQWY6E83XPl9<cakaYhll7S2mqfV`d??xie<=&V-+NAkS`~O<+vv2%DR7Jh~%>?zf
zoP2Np5@Xz!4eVP>5<+UQNWhr?RG0O<mf!Jd@LtjiQmXWv${yp~#&K$%LbOj7p#I1s
z!%FRYjB^Xu)2_WeQF8mnL;J54C1-y2rlqVCwc|FF%wOi!!Jd8!j;C88bn`}<ACRZr
z!u!0t)VBfzUV3zKrGn{E@_vtr-!~hpC!+s)?zg{8w4nF*se6krcdi&B&&(Z7EpDkE
z{-fDE&7?4+^83LmyFM)QgU<TCF+}_((`a)UBNk+D&k<4kvelV+f48re{%ZP(#~WKc
z@9((O<aA|<k{YM(NdG+GeT{a;`BNUDM;NzRx_u)=-w!mVVSgRt)KE;ZUXf4q9$Pgm
z=X+jR$t^|vnOqW>p=NIG{NkJ+UhwTO!OBbm{=;X2$GpgA7_QsDvwfyNN7>WA`+PXI
zcZ$Asj+_cVv*dfmPN3FZWn;`+wDZfIBW3MCp}sS%q|{@iev->|{v?-%_%pd&tCKVD
zkx-dUb(5{V61e|y;PG<p%W=n_sl}}-#CE)&m`{nnxtE1|Jk-?2lIr)Z>sjvUTzB;A
z-rB@ui0;*MOE$*3MPm0pJHY0KsXmoF9uZ~T*$ik*EU|BtmLuQd<2XICZ)Tt4+fsQz
zhjM*xf0FCG@G${$&;0FJKKn=jQn0TTcoy_uB%y3d;e?!SP2nB2J%#6W7J@C6ZZo`c
zy8bq$o_0=sY%3AanC_{EntH6QrwsOul$X%oG-=w}h1p+LmJt7JytvGy)BMaXGcP&)
zr%%eCsg;$>&-1qJFJO!DTr-G|%DAz6?5I6X*4H()6rrrYg=f>=6Kg-~9Z5+~3y;iW
z`?ytOPW@>vvh_4>w4L!Z$UWPtv+8^Aj)3Bv4*YFK?=7Am-HP)KX`OqcT6)J49igl}
z(}3-wax}LBwTSZfh%vI2mUG!t*{zSB>DJ|5yf;dC&2Hi;$}Jp+n(e6SsL8bKeCD*C
zlAjtS_vUx6oC$jDtv{mNyb`fqZ*`49GRf&rgR`FR;N4e)&>M2)dCde%%4r{JfmGv}
z+q)Vz9>jOw?Y5dm0X@zKPvb<gz;@e^+tnrXH?L&m4q~<&P=B~*@}R9K^U5*SgP3L>
zoz0`<mWuJ-da5^^zTY@j-cr{<V{4+{TA7L^=%vwFrw9K#PH~FfvMOUbYvP(YVQP1E
zr=j-uHjY+%eD|3--PaExE0>$X+1sP18xY3wu*ILtQ`Tw~pI)2Pi8RmeX&9qy^_1GA
zDkN)Idg9#{ee5lnoZUn=;}fU#62Mktx=VR)F@KUvN&J~e0+#V^qwU^)f;u3zWm&GV
z%=(Ow|J~N9p}jXih>r94{%TS8mCe|WX?oc%Ba!~TIi7CS9Aj>^UD%_2XDE=&mqYbz
zjCY#^>}$JTnpdS`p!o+*8E~d!jFyO!iA}oF+?w?J$)EMfwNB~YT|C}mS}RdT#R;vp
zJzINMDzIvt!eZWeJn1Oh?lHEVsYjmks(S7xYM<nuV;S|;lI!P|<FQdAr>=L%Zkldh
zy&e;&HMca@!tEQq*<Q)aN6zgUixPh(mk3TIxgQ?m)g~EERHK*M&vEQsb1mU6b*)>c
zVcFML>Jrt&!}(|Gd9Wqp=ic^xYerC9S@Bp->TL%1x5rYM)2QZ2PRDdEa9aP_LPx%N
z--x(`^0Je~IrsCLZBGCAGdXS9wXCV_G56gP&nup63el%)_k=_na&ya9`(!)*x8_SY
z%fy}&z2Q<!#Ga;nKV#n-?J~t%d>^;f<P?mv&Z!2*pV>;~%T8GAt(hf?&#T8bFRGqY
Pq)W2$uV?>q#{d3*sZu>K

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/multiprocess_output_old.txt b/src/Delete_before_submission/multiprocess_output_old.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e967124d0b6365e3f929d809bd032c70771f30d
GIT binary patch
literal 300808
zcmdVDTdy9+k*>L}8|eR_yVkzgk}b(PY#0s5vfS-%*`h^tduA{IA)aZI6q}?h(HryE
zXC|I{8Oo}P$f~SdRrRfgAc-t~i{D#uK4s+p_y2xz_5IcJtG``6xO#c@`s#`O`q9-p
zSMOc@-&fzgee%klzp^Ly?7x4rKYMLI@y^vZSHHdb-PJ!{{e%5_{?Er(pIrU&>LdI2
z7xrfluYRz<_1^He^Ih-QufMx`YX7{lU%z|x@zn=czp_vM;_5^D{R{inCs)txU(kSS
z{Q3W3zXRht_IH11nD~y5?02v1bN7Zfxo^J)RYCT({f+mB_j_Rff9LA%)tjsTHT=wL
z!|~jn@uvLAbNkgZ`{eZJ!Cvs{{a+90_$=@KV))zrQ#`q6@BD1>GY{=Op4!j(cm6N?
z9dE{y?~N*Rs{N1A8}SVvU43@-zWwX8|AkQl8bWdXlRtqcAJ0DXOXI*hSHHIJd}-hP
z_W=WRer9j>y*+z9V7qJIaL1_kz5RnkytY62&OY(aMos?KU)bOBu6=?xgQ|DzPxb$&
z_7mUPlj%ErWL$sWerEeS@CG2BzULnA@S#Z+@9_97b~wZvL6>I(6?pIIdkDp^u09Qj
z)_76p*Y$V-Ki@UX4+aVQZqSYlGcq)%;-xVE>aFzL8Kej8zhnRGiTao6yIzmdzcNWg
zUhWJ!^V<IVa(CQ0N3MtaW7Ag0{gY9=PVJi{*B`&7_9LS+h@Y8O-Zx7tEyc>*yZUQI
zW^Rslerk5_T|;^|Mf%Q-(a8@?Mq~}0vUdhgUVb;G|5Q_vulLO>L@S+3^VpJqmRM4_
zcO8lUz>rAd-AmuO`f-r^$0kSEcX|F-_B-q*Z$|7f_gUcl(BA8&NYe)c8Z=oE9Nw8&
z2;F#Kzj|fwg|<w&BWizSQQFP0{vQq+ac78rejKnDz0Q%}6#9ewmv1d8QO}Yk{meew
zL+}0l)`up)vO(XO9eP}m^AGIJ=8@uhe0fYv^PySAPmRtmOrFut=anezqZ^}{ADO)&
zHXxG3s>o`7XSko3jy|twWS?B;R`xpf5;`ifDN;SQ_Qdw&Krijx_S8@^K>ah$Uas>d
zzcNWja;E4#qQ7JK$=>em`WCs5yWU&y4#b&-AM@xKp5b$I8b+#)pL~}56yD)Fm_Ihk
ze>R{-_R0UI@k8!i$!z<yV1KHAVpKs3N=EzNLs~vHDZneW;l4Q${-+j^ylawj@9MuS
z(tI*l`e<E#X;PJ2ys<>Ld#dZmIEX(QWPCjXylJ@IqCB`-&H(%Lk;qj1c*i_psZCvn
z+Mn6qq-bkhvaeGgo5yL_uaA9Zb_Cg8s*bf<$D0tfBkez#|EJzT1@q~s3g{J)x~Gy{
z+>HFA{wCyk?+)1$wFV?^T(6CG3D4ETn_4#6t0_xw1aG{0LfxAR_<nDq3VyW0`@hL2
zgEo;3ytW9ND2_LwDjnbEL$exrY!H#QJlXqg=wQ5SkrwrT-h(~{mG^&6-UWPlKG=dh
zerEr7A>Lk#RE4AWP2&6WWdApzhee%^d=uGHRb{y{(fdxhd>-*mMC90Ra-L}gHEIsE
zNV;oLZu*|={XQSO^{Hb!@M6%TtVi>K<rOy}Zmij7I$_uW>@$79pUeiltXhG-94YD!
zlD9WsJ~TQjDlVLPY*y`itIlT@`W=go`sD1a_xUhL+PFKat`C)ERnwv-;p2O1Y1H5{
z{o9{ovf71T?os2r^k(SP;Lmv%&&fQ}**|MP>s`ExxSsDo*-t7IUbfbnpopK@TgK@3
z6B!g4Bi?Zzgm-;ylNnUwGMRhlMpT7rw)-Q~?$*4g*VdgABap)|J<#Td`f3BUczkb(
z(^L^M*J25%R?h8HZhgnPa+ZbWUC^I4OVB4{XIX+@h3EiF;2HLw+Mn}pe>w9x5WT}w
zlend50Qu>Q-_EfCRD_YWUmI7Lv{=hXZ}z*W2Ql?J_lN58e@99CY=}h5+jv|}g^F3d
zJ2sW6N)`WS{*LH0f7591a`_tDyR&S!*GtQrVk5q@shK>3=*?8mh)L-psg~dwf@V&r
z^H96`-ntzxP0RAgr`N}xVf(1Et0M0nw%EOFcBZ#RdXCgFgQ$ro<#9}tF_og(ASQ-1
z@v3>>OsD!Pz-PUkPyOAq8VOSgugpR`w3wTi{Ef-qf4?`PZ%usnH+vuIr>bcymmouD
z28zls_0*-e%woTrVhf4oct_3ierI(dMHl$yJvo;5F7}O;co$`X9#hCyF<1U(sIl@K
zpOwGa&5blZHcLnb=(UEih4;v|WeSKGJh$8}UO0YcU;ceE)F{=d#52o6(yM18i@IOV
zw_LU&+LkB#zR{-xz1!>jSor=an;30Cnf>1gi_u!;&--I7G8o?mo4N1XczjXfz`vM<
zK;Bv<ZT(HMGbsGj{%<nwzb;w2-uy6s*ZF(=-RSqi{w?QwIK%VtTVJ{~V<!FFdoC0o
z&8aWWp6N7^`l0ykyMs?Zrx%*z7*7tKgM(fpydg^C*M%l6SaPjwv8?ekzaGASjs*|S
zi73v2Wm-rjT7TDc_9y=R<0oW%)1T7$!THqVdqcF!nKPv1Y>L#;s6NM^)4gMkeLkV-
zZ<lN7m=?8+Abw^Ek5{C1Hh^fK$>SO>Q9FJ^-;-rroW*!(^8JIwOOI0->P3@Joh_kJ
zpC655dOyl@Z$ySY744>4P{*RF&3P{Ktx3~MLl=<|Z}ru1atT~Q#`GGtC`ZEFLw~*$
zC2R=^^*mJ@zA`+>_S36B4mn<yH890>4vpvpkf(XK0ck?2coKO>C8Q5mPUkwsych4d
z@G1D)8ZMA!avQnS@?;6uCqu?WEmoC1=Ib&_5d&^VlvM=zd+La&C2+c(2#9zj$Fiq?
ztz-GfbekxiT==fp$ww)g-qV6PhnLW35}p{1I&(%DPR4ELQq9vXVWA@Wu6bC_0&(Vw
zxG_U?mQCUe7`!6Sr{eyFA!ENmt@7TBE7yWLrI^LT(>^mie>F7U*uP{QY&+PKUR$M!
zZkeh;oD9i%*EdNQGZQ^oqLI(R!@H&Pd%axCwPFd8a^CR{f<3vl)qkjJ%zWxvK6Vy`
zyoyM#0X_Ry`#*Xojm!H(XL&WU7-U-!%9myn9u8XP+e}K#5_t;!a$RciwDB`_8T;5Q
zC~*{?_e-N4eKn|e-@1p`hlq_xvoBuB{be1SSA0BPS&pO5!o~S<*(}Gk7Dx4+e&6a3
zi8?**RQ&?VM*blkx&MfAGkp^07I{+RA9$b>dl}Sqk&Z@0{hZ6+V+oPY-q1H81EwQ{
zwP*UQMyoUQ5L(ImOwYW1WhnDa7WAq1?19v2rs%V63hW%)%FLzss7@GD`Sif*)H+Y*
z6_L8kM_KPh!W&B)y@sGCb-tl{ZB?;ci>A6CV}<xrJXyj+1gaQa-PoKud6cvr4T$S#
zG#TvYkuxN{F-)Y(G7`=rs9LZbchYZ)T<CvNrwzSyGGL$N(3XXl!+Zc4#EXho>Em4f
z221FOSDbT~jPa<txj$Lv9nyOSbw0GH5xw_GmHX!5ei-@(Sv`g9EBf@DA8Y!@Pt|zF
zZWK@vl@L>ASk9^&f(1`2+5UrJS>BC<XV$yB-L1uC*P#%dex$n1%l2BPoU=8qQFkJq
zq%seczBSv;9L=7#ayufZ<P(nAqO492C(el4J{qhfTN<f_Ywn1hiJT2!S0wW*@^_b{
z8CHsll%vcjhV<pUSd;3U&UKm6_MW=~UGmx!Cwh<9INt{2mXc{5Vs9ip<5q9ZlvA}v
zA1pGSSJSQEo0t2+B>c&+i8DiWjwN8nCN}ftSOTb|I%|>Ybz7eCFnZ<qWWEK0{J-w)
zG^O{w$rDxpTji5&oKV*@Vko-$Ok6&)KWDE1RldD@pxdO6TCDo9g{npBsC#IaU)E2_
zYdcfx5h)A4nl2EV;D4~7cp$dVax#p5Ozwp;{^k@|!v)eBE~0Q^8M01hwIACj*LL*k
z`_70YK!?3ot&HB@IC^J`FZ9g!BY?6GWBe(eEK#sE+9B(Se|rm8^Uu^VmF{SvU0xGH
z6U5OYV?rh@k$>3_b=-?K`u7v*oKXi-mDu}Q%iGe<p$~|dYnfKeG76o8hX@MaJ*`P)
zc+T<KNDuT`j{N8wpCQd`>LLf6>tCb~X9CYb<l9EQj=$Vrz&7^b+UEDDzF-}R2fUXR
zsYJcF4^3`O=X~+mI()ryE@mNQh4^elbe<$Bg9n9n&~wT%NA%7RsmWH3caQZwsnZBO
zYw3&j`q!8d@uZFij%iL>@ky5D5KA%PqN$sFTXrwrTr!vO&Sw*eQ|c2YE%9cKBJ$ql
zh}#Y5w~)y{uuXNGg<`rCFRXeIdsrSADxy(-#Z1n6roT58sVr!!q}-)J2aBxn-p{x{
zFzfG?<yV%w@n?S8tDF_B>CL|MZ9~k2p8JUHi1&?x+7RQZ+&XSU%$r^UF_U)WFOuiX
zieE-r!R57dXy4MC-8*t=<2m&yq?9?TH<fA;XR|#*-^1^;BSRWJjyb22)rw91?eTe9
zs>#$usFP+`iE%DLM<Oe?oOmJVnMWAZp<2C6^gHp1<`ULzJ3T|Ul*>^WCz<maZT$A>
zlUkhE#&1s3xn*2N$hYpxWvU#U0lsJYdDpxmwHo*4R5J1BWU$27U{igS3LG_^`ksVd
zO6C&6DdZ)bI?+7FG~E!O{YmUyuT{g&qbi;os!q`oC$Tex3K`L84J)#|Z@fWlhKJJ$
zX{wn;0?6Vxqw9AFKtC#Y#72(>xd3(ajQuEUnzV*eyH^V33d*^)6t?$`j?&>$m&(6;
ztm)LNr$435@j7Q-ry_L3N{;a<22$psTycIn^D;<P2^k}GeiJvZqZWPowyM?o#q0Fd
zd89FF&*SFO2``8!r+nnu{K?!F)oL1R=%}g9xliwm>?z;eMocvS_S&9cq4vlrpEg}X
zNZ%8iG^QW+37fEt6l)YI7oW`EhS`gZ-fKwxgvS^uRw=VWIkt7{S*xk7V<XC*Qc>8b
z2WhU8TOISeOnzxRkM^a7>zp#_p(Q6UsKQ2C>Lw)45of0{G=n;~ge_CpaWYRDzeZU)
z(DX1fq>7m0Nk6=7cH`k(5;L2V%kLUW;yCg$KRJT6d@$U~pvp&#J;;y9kmlT5mr*Rr
z{HJ)cb&S48ZtcW6v0s#{oH9b<HmDyN)EnP0rZ{8n!TC1L-DMP*Vrk)a8{OcPI!su_
zM;0fsf$D|vc<y0@Aab=8OMHWMu9AnnYlvP9F*>Jmk-dnFOe5z{{MMEyEy&!)XzvLz
zF7YkBD8)S)1<~Hzm$jgZpIOHVUD#+srbCsJNcTI7b?M{%lu(lIXwimNuD2j8(|DSd
zAWNV>o%=r!=KYjNpOz<U2=RW(Y{(<Ae)4)$i1{5S2$)P5OC>obvD^D0vTljU;;p>;
zsTQR86Y_KXvZhYPxI_;;YqWu_9E~(>!G)DUdx^Zj#(rN%#-=rVC^rCWvL=4V+LK&n
z*O3wZswe5wH`6)~HS~`LWK2X0Maiv>q?w`^(BN&Ss2m6X@5}M~=|$eG+Oeox?q}jw
zFP%H0W>!1P86&JCsW_hLSgPYe$#eNj-LOy+d%SM<&ZV8-fW2l<&Zk|8NQqjAt(bGq
zw}+hT&$!tWTc<kik`;z(xfb##+ilFct<zp|;`lYHVfD__2CP2!kjf6%>+PJZ$4m6Z
zpgFCVsRlA~^OgwtI_UUWalP;z`nRBC@?bqeR^B-Oj-xCubn_}Z^>jRgI_IVP<KADG
zz{hN9A8#Y|;PyK8G(SfE-5SMT3MV$D?Ov!4jf%Ofi_)IYw(@?Bico}H$YX+KPj)@}
zMd@haGpDZ=<t=%#OXx3@lebVcnr%Fq55GI)l1!FRvCMNxtYMEv=hCsxXU&Ea<N3`>
z?&a9LMt<qjF?nvuH21y}4@><MD!7_|X*p9xbu>y>tByp?TBjy^7uwEyNiusloxjl<
zHhOuIO6bc;W=_TUv{)@K$4~af4Eay3qf~c9Juz*MLpG@zOe?)}?V-wsr|Hw4Tqf4g
za=s6m)^cECLGFdZc4yH*{;g5&;*%C+ZIVd6y4SZvo6};sB~z+BFU73rI+0;6Ns%Vg
zClMReUZ<OK%XRBQy(OCxiBZd(%eB2B>)1XWtP53xdOVHHQ8z!Y7DVrt$gm}1g-7cY
z%K990Dz<cEK!)bE#xbCymYZAHseI*l;%C;l3PRcCr8q{&&h=(U5tYZ5+*0`T_9feC
zrBM&nR4wrM6rZ-WW_4a~0Xc-vZIJ=D(w~WqULe_U-L9y%jF&jGBSXDidso!gsCBZg
zi>}umGsgo@>v{Thk@a;>p_}fj+L8lH2lt+ZTaM+4jj(;&I$3@3KyHiHtTP>-wmkUy
zyw3gNIzshRJ!{K5M0D=Yj*jWELA!c%?EYf^(~iq>2Qn&bc^`(j^Rpo)uFZf%e>Hv5
z7khHD4|{SG{Vmwg)Lwr}_H$-LN(~TN)_s~dhIXHuVStQo+p<r)F1jq+B&uDrCQS38
zvvr?#U1ZtpRZG?gGIEUVKJDC$gH0&lZ1rhW3wtH7&!@5Hlepe>dAYVrFS;LL%%q5H
zm!(km)vVWcC5hZE?!Vev1=r7we`*~W(N)cJ=<icMt1p7@@f^@g+kjd;2XR1O1l5m?
zGc7J{+cUMjH)1Zu2BM{Nm@^|wr;z)2+@rPNVn%q~qe%vHUPXCtd9tn(I=S8A(Jp~b
zk-(Zqy9}~kk9ID9$-|2Vulb8hP*T(E%Q=v6ojISO^HZ%gv~w$ucnsxdYccZKHBli`
zezsf_rE-I1bk4dbZ_$q2cCXnwGD7&dMl<?8*%_P`WIc5NXr^60Yj#dF%imsfbSg%=
z=1<mWCVoP*Wo{y8oMNAIv;WCDGCFwe8TYwV(@Eed&DLkB$tUQA_E0gG&UGqk`{S}s
zFmcQ5^qI)i|8L2)>*#Wtj5Vb%*Jjh9woEK*EVCrcDo47lBkRkxK}HR%FV{X(N6KBp
z%+qMvYb`ptPER?vL~Hs%K1k&58PFO+$yVfd{_SH)to2RT5$a5`rsbKpSU(NHWOYq4
zTad=A9m#1ys_blP7pHTFcoKRiQA6UBh&7ksHDvU_shmwGSC&r@fson?|INR(g}d=H
z>saZ$ELG;Q0L-oEq=dfV_`a^TcvELyo4??$hz|yQJ=k(7Sf`rKU9DAFbW-wt(~fho
zA$@Cf0}*`fvo8H~yG{j2cBY4xQMY-r#%JmUExiLF%A<At+1`;flaJ$*I_sVU-;;A~
z4PpLM>$LNe65~CGME=^>f^}p&N_~Smmb*_nd$~=Iw=D-CcF5_nM$JBKe4E$&)@qTl
z(w=|k6lwl8Yh2d7p7M0MB}?<o_+)SvZ!G!4-VpukyNe%b@p-uwT|-Fr4ds?&Yw$4f
z5NX$fESJ)CWcd2^Y#98%NPI}7V&rptA3n2=%qvywK%44p{d7D1q5S)%k`__sPu5Y=
z30$wh=-XSUmE(x$*O1X8-&!X<mv+Q2SyiFvtKORb63_bYw)(Li+G#uPT5P4rKHG`Y
zf;RWn>wKN-#e6G3M!z#po<cjOR@bzGJcHW+A{}yDHsxdfnPuux<G_k}_8TchbeI3l
z({FF#FP~Y*qX`Gk#(%W4IN6zc>@R*UdV)y3h%IKfE!dE2`rc@PHmptQh38;0Dbj1*
z&cXMoK9fPM)61um$NOyfwN5p0Kl2nL-+?@ycP5C)LbY$UK(VEYZ5<JnkWFb&tC;9h
z%XV)~(&*=qlR+!p*O1?gbEc(GWzYNDOQ#5+z`2@9F9%CO%%*s<Y_7?;c{V!Edob6-
zHfc^Ijpvc4`0CZ<sJV07(W|FetGIQFnfTg9C&~CaqIMlw(+GN0KG#z!wuQ@N6zuBc
zb~~mt=4ZTIcl$8sHgXL!JzR2bzfC}&-*VPK(%{&aZHhj%{F!CMeio<oTyeHFCa2UC
zTl9<T9?nnWjPFT;lI$^JUn}*DY>OKfGQ&C7olH{mcUhw$_wY`&sU7Eeo{w4!v8g7k
z*%SZ$75nz@n2n->&%U{-WrBxz%a#}>Qn!zmWo}cOV#nw>iF#)^xzi#8ZF`m??)=HJ
z3~*1+Tn4CbuoZDmRpK(Lsy$T2I!tYYcG)eX!;a#O=200|Ge%_epQz<ezbDg{Ii=#p
z5Opfn&?)j6qa!xcIe5BDoGg!$De2sfGLs8rbr~g7uyjGjDDmyz+YWfPe~H(%m@ThM
z3H!4Bj-O%M4Sw&hgV%fb_Pn$2wpM1Wci~Jv8lKbcJWT2zX$we(1^c-VACbuE4H#62
zJ=cA1wD{5Ze8znja}?mvy-?is$BwM%yU6H>AENHXCv)A)HpXSt@C;3-g0;Jj9TVh1
zCCVxk0+U+=&h7T_DMvr2kfsRW&iodQ9GN50|8sAnKijHdQ)EQSJkee=ZFd~sT98RJ
ze$(-7{q~4i-zhuz>gO%?>foW{>}OyX;XhY2{dg?U=xejm+-AxDk*720^2p{SG@(r%
zKn~z`ke=L;H{VD7leR4((mArv2b;{EP^wCorjlmbz8w55lze8g6n73Ep<_#w!eW1J
zQgm-XgLK1RcKBbKUOJEU2eaYq61*AIQe6KBqtQ<{2ov$}ZNtO{Jgn1YIY)mCoA57h
zW3?AoUzj{$sgSHoW23r?#7}kN^71b00Hu`4#F)js+`c|$N{6vsS54^lX;$j#V5PN-
zYrAjBEBn#Iw>;rSIy}Z4i^sQ$um5K9T(gpWm9UzptD!;f+v-WY^*o<#$un!8sZof0
zyKUMDL}yS*w~n?`X<zNiIj8-bx?5WoyH-)n<M|dDj-RRV?4zM#(K4Zi4DFfA))65^
z(1+^NtG6-9gR5Ite;mAA?%~Mi^wwpPCD*7(oA{)LO{dl}Y<Rabw&Lc<@VYtGh&Yu8
z=Tb)Z`DnV4ar$)484*CHcX)oHU8;rU&bQA^!tP&vGsNSn;r!01_0)KY2hJ(Bcg~rk
z)yBOjX(g`WSJdnun`R(=!n|(<FV~=42B|^P!@O-s=oWrE;Pabi`I(IOXUHGhwUxz_
z-*79<ef$4Bi>JcNX1l)HOYS*pl=6Mw;;++aZrSL)GKYS=A7B!Y+QLoplwfL&ahM3{
ztEF#?ap-u-lFd1%oMJBFR3m#OYMbuqG)o)*n20;x>J#TcD=^iy&VA4Ek%i-#b8gNv
zAv#0n{DdBpYp+69I=2Rn>v+yFk3t8N&Oh~+`&a*I2y6b3Uc7U0j~Z;|57~LB83kou
zOL)%k&pPAwZ|3KqPbNY1bC0Krb^wgehS9Hob9FPK7-kyryVAIEET2(~sqdpHrgIR#
zvFg;Vlxt_m4j70;+j6cm5Ha2K?nGuX{t(?A%^#59Gs;;<$#aJ147<a83$!5<C6?n3
z^4u=>@+rzZPx82tJ?7Zus86@dI+NFYZ<Q-%%QAZPB8>iqCpkjDSw15C(}3&c=q@Uk
zCH?<+AENvBM5(_Rjq3BL$77+oia#Se*Czj0gUnMY|D$p7^-wieUcfXCpQG2O+xhrZ
z&fzFcc@!y{FMI2p!#b0E$EG5l8_pl?zuy|JmzGu4vgI={k$1MmzP$PIc1*k6S}lCk
zu)VpasVVx7^g49w`nUG0Cniz!jB32wR})^Ebt-c`rOID!uvy-reuSl{VIp%=#CdZt
zan7I})4ozwqmy=^t(|cZ=a?kdulA|Y)-h@KnI;x$Q$UXCEIN7RV2lcX=rhcjMenVS
z<$6mFmun!ovF2}dgOonWgaVU`wZ84Xmc53J90L39w_DAz)hGVlUYx^Wa#Wq+C`gGh
zmgXwYp&-+4s#^K^su$)5h_M|Vz8;_cqfr??<o<vY_-E)ZIe;kXc>TmMkxwhubGXh<
zchMG_zA!3|r^q<3OZAKBF4OP5yP!240ww(+w>5XHYd}tOfAIc!AG_D~<grWL_IN%F
zt;%F1eVXT1%V1`{7O9_wux)F#G~*nN1`&Db@^-It?H^O=_z*O}y~vvV>$4}3#yqJ@
z7<seoNlPpj|Mpy>McuU=s-}_D>%qi*s`9Z|<8o88+gbj9mYn<PisLz$Q?$-OHb-dt
zi+hCJgN<!(&EodSTn}RJekcOPqA{a4?>joD&%-r8L9^uZd#gs<>80tRk{^z13`k@>
zE;$dQs)5|T2p*j`EtQZpl;>C$HeMikuMMMihK#i$k3!CnJxzv^zsk3B`hffbYQ|_Z
z*WPn1AxP<4w0PHZWRD3Nk2A|20++Xvr@b1eiEI+t6DePk-(beawO8iOkwebrY_rX0
zXf8a~sm!T;ndd$^N6$e>%rf=E<YThTLcKPJbPi7Dsnx;uc!7D{r$Y}Sw=8GrF{c}S
z7O5>RIHP7pzyFiBwZ%xWOG+FwK+0Ul*<s;khV3jb@hjuxG^=Kh9=(t<k9RqI<kiwu
zoud2B&O@QA+V;1Oa_@e8o(XyO-|8dI;Vt!JB9$>eFUd(&XQ!NV?_aZLXVkyg4BtAV
zcU~rokCI-l=lk?|JOf+K<@KrM&&U^+?7(|m^lhYz>xj<LJ9YthFNw2R%tY5uY@ZRA
zfvA;h=Xh(jw;|nadBC1$kf<87b%oxG%aA&fifT9~_S*6${+rpQKKfAqnd*X`)X@0e
zLh@j0$#=~A9f7Mhqg%rTYBorKg>D;LV(4-2Nvmy`{CtKsj*<UT_0#r<n}814Le3Re
zQIjNs0pYnP@N<rm8A%T#K5XqdCvR%lwBswI-Q%IIQIop)=D(UmwfLPHHl2TyCeT}<
zGQaQH(rq?_8Xwt@?8O*SEsE*!Jj8BOJEkW!Drs}_QI=vW8qctcRc%3bhBSRT@UC^L
zX*=iQy;1%o=Nu=F=r}23g-Wl6S|XFid(J?{zPFy_sF+k&N4O={+fF4mw{G#%K0l$V
zE4z7W{nWmwp=P%->fi^}BZOO6BRbK=F70UrYWt^hT#98%<bEWsxpfi+b6h$D)fRzn
zmnBX`PG!lT<Y*LGDQ*$>wAqN=ko)n@wZ3>hf0ChM4jg^EYjVWSr`l}ncIv>Fc3v^1
zr09HHsRFS!lkOL%Z;@;&q3UH6BurW`U2!Q&fr-9AL9{1r+Bt@0RF#Ly@GG-K`{9Ut
zaP=gUU``WJ9dMhtCyKe$>#mFph1YU8P4t~rzC1rc&vQh3R+utGoRdMb(P=7iIg0rk
z)^xU5lWls<xdCQv6lJgj_l&MuMh_xG<!N4{mmZU;Q7K@DC%<}h!HftScx?1j<8Mwe
zpZsx(c}_;pnJ(#NWQuwq7LYg<zLAyPH5>G3;2`Hd_LMOuQ>Xcmo@5l`<O2S}J;WuW
zMe1+J5;*tvp<7~TI#5(5JtI3qW>g`%XWv=sf7<Wa77Olcn<E-Bd9NR1pP62(*N=}z
zgCB3L)b4u<0X;!`$DH!*<a(|@zl_Z291?t4+sWGJMPt>0C(z`X{X>lD(u*FSzb7(7
zf`1YkYV71M`qbW&dF`~p6TGn5PtQKlr$@%KG5Sn?@FG*YUh|FP*r&En#HpZrS6=?i
zIbsf?Q#>eA#MT)ij{OkTP}dQm!|D~$YuA*Ub`{XcdUEymo$=*UD|LK|fqZ+y9rNt;
zN3ar{1|ZJQW9mMRZl_<_@G$P!cwUH3D97h)>LvM1ETX>Y9H;IFqJG4-p)vA3@#a=>
ziSMeA{B5u-@`+y?_m_HgXYpLKcrDSxIf$sZwVq)(3z5!<-y9kd*R;+JoI@j@tiwlP
z(Q2my&qIUvlyx`)&o&D{UPWwicgR?{`@C3!xn07q#@<j?+lyX)D=H?{-nG+xocPXs
zcMVJY=J;frZ)E<F4nV<zzb39|rB6f<pKPU%HajauuHhku>Xqtkc;J>|LN;<UmxE;M
z{w>M)J)>Fe)P66<NJXC1d>s>VSSDEjqC%$Ahz*$-nDg>FwA+eHH<3~aW8#r2=1ssw
zwv4x<H^6Ns)DoEBdu4Gy+p#Z4F_0l`4~HmqUnJY)o~e9l3dJ@|bD+G#l*xPkz0)ix
z|4dEZ*<}a+iaozGY(CM}^-E_&%+68&XzR^q6w9@2OtGz52DJw)L>s2w-gERmJb{b!
zw^Y5<34E_asD^%-T0|X_PdI&%Apgx^CvvO$j`>q@X^)*6%XCxSq$N5&6P0G1K!tCt
zPqAWK&Z3mx4wZL;^W1;m9qr4U)V5cwE7KRmsoZv@=#V>jYWGO!p0O6I(DIpOjG7el
zp6Ja%g|BR(6*K5($s4_8Jh*CiZ05@1i8Ccky$bJ`+%cJYGh`mQ5AU`9xkfL^6%%97
z>Xy-pi294f-sZGBi<{+)-CEyk-qovl=<Dhth&0)9^Z1GNho9|y%;UZm8pY2nNgB0F
zGTpCC(x|9<^*ooZz7ARbE=#D`$x4jv@}Hy0|K9liEl-xwNV0C57UG5IhPTn{EQH(y
zitIbR+R*iJbGtRuEm?FF?wXWo>!x;!F|~8wo>L{bw9Tceip*s?`sbl$@M5sVd9UF-
z-$3o2>fQfgHH@cCa(JGPX9j_6O1+~WOk1cQym;%yy#F!HcyitDlg*fCp@GtEY#aB;
zmJCZd)@?)Qw~}f9>%O~biLzyZJonL)Iw~^wTV`w6m77uLi1;>Ahx05xPv)HSPx%>7
z`dZqnn&D&~cKYVm_x+Bba8Vmsd~#|^)iF*w*Lik&4o=+|>^M2Sl+$egcq!6M^V*Ju
zjZSsioPkFZRE~%4GqVNU?#{D}PW#^SG?khnTk8EeuC??0ah4+YmF@9J<ecoQBccmH
z)Rs}`9rI_$YafwEu@Xey85;In^wT2JtH!VCc8H8B?2tH~Dw_LnE)g+iJJYaSXP}{f
zS9l~ewP<Vq{4vU~_5?U}ro4<i!w>bzP9A+vzpv=JrqC3TF8j58_hHuYlv86&yR#{a
zS>WSNyGB{$NsjMwlXCR(r;!}~o9wz(qR{{Nu6;7bPt_<i^|D(yh|Kp`sTlt*;nU4W
z%D#v-=|e{SgI0ai+J=UHk1~f>L*%Qj=o6FqCn>648s&Vh@sOSsXFFaE^=9IdzouyD
zh4*kQ=W`tm^Mpu0Q<%)QWc=!rZl-wVZ$Jc*V<87owT(<gUH=?Q{)YOdd`}7a(UhA0
zq=rR1t(m{CodY@}{-DY?&Y3vp`<+$cnLF34Eay3vXf=InvZctA)+aSuQCll#I<{gw
zqLwhX=g<+~r;XI)mw3H7(kN|6$?@?E`(LnB%tde~z3w|%iWs={uTKl6Z{zP*<E+n4
z>aG^Hd}B#D3kJ$s#CHZV-Rwa&PJTc?Z(dP|+{8lk)eoZI;T?0T(f!wqw)gO+RLgN~
zr&(Q>Yq-$T-x|F%pPkQQ_s7POM%a})7M)uuG(u<D&Q|Ed=1*=WB^sN`ZT;P+ULdDx
z4U=!&1JgZ|r)96m#AE*VPcdB2x>Cm=GN$GUE_84i7dm|gE}u~M7<p_N*Z@(BB+kHw
zq<>+Sszmlhs>B`r_Y5qpv);Y7DSwAt#<j=!E29iur%Ta9o#?xRH_r2eeRsj-w9w4^
zGK!qGd+0ZHw!1%f4zO^@>=Y?yeAqLKhGjjXUs=>J?*z2Pclmqq?VQK*3I>yZOnvA~
zjIfb&zO)D+-=&fx%D-(&#k%(xBhq<P$C=6R{x+HK$MQb<nJ!e1$l>toWC*VZE;0X`
zMMODGTD`)QO72l3rum7-?@hY?VhHb?q~%b^<p%l?0k!Tn?X!IBj23mg3r6)*5yu>j
zs;7R=kPf2cSXopiNBehQr<nX^BBuA)SkAe}%kWBBcRR0Iw7FHf(c~#zG;Mry&}@_A
zV`(EF@!PlZ!n7Mw%soLhyA%1aj<8l6kGvwQR%}Y<s=IG;8K#;#)z$0zsj1Wu^EwjF
zVk}|Ve@1tT#pj>U=V#_A>yx?MWz<8J$W`|Xb0muQ)+f=iM&wyXqQMX1HT~rB*A{Dx
z?_u)^qiBtp5%0s6|5TJ@<XAa7yIeWblgshZUcqk;=li+YcnQg|8bw!FF^;zRQ9D=F
ztVWqWJgu@!Ex_?8<J5`1XA8WV#|LdTryY?dwc*wJCh4Q8qaBspEyGM1b|9aBqngmy
zdugQ$9doLg<CADVT76FZQq7g>;atxZRY#3o_gJ;FqfyV<0!BSuQw7ZaM_h1|TLQV~
zC}LzvB<5T#7~`AeR-5b?j87~k#K*%+#{uu?s=RL)h-v5cx&=o*!x3qPMB!68UGmWA
zfhVJCPDYxab!6`MSe;{PcHC>2Vqvz1o*%VwW}~9S?n@u_6s8#HlyTCRx+T^;Qo991
z<ZLc0oHp>dM;T4#xv=E;(7Cik`m{dDq(!{~q2LTEv!wY6XU-Etp=0r=%7pgZGuhRx
zWzr)o4bqLAu(LL&w$SDML@Zp+$4D8fv0ejYCws;reOLZBuHndemf?`3u<wx`&QsHD
z?Pd2fM%Y8_o_80c{W~5f{z<1{@7TmDX9viS>2=<=iX~@P+!hLp|My7Rfk;zw-x}qZ
zcFH!0Vww6pYmR-+L80&{6`J5t>(bPRrA?ZIMI9WXG3Kv*Kax63?l1mW^%ih0e{=D)
zu6gYkWdpu6TSTsrP0aCKN5*DQ%5OJ2YA<#zuFWJ!=T81;a{LG5j5?>6(I|Cr$@<j!
z%Wv(Y9+XE;Yf_T`RHO;M(e3lHR^i$Ed_}9oQYTTCa~-WZ9wSz$R8xOH=vRKS;AkDE
zCPqYf$NYo*1bN37ZzK3M=^}pWvqAY!Wzxl#<C{Y*&FcKS(ddnNd$NnHPfNtuSDR|5
zi!xUH*Rs};_xE9G)jB3N6dUzw9kXD4UZj;?V7xhUL|y~MzAzs`E{)DnZ&=f}<9$98
zvcx5GWS5tCCi%$g*CqaVD&bQ#BjFo{FB=UglfD^UAI183;XhaHBT-3iUG|DfJg=wQ
z&S^s3dPuBPi(>mKFRf7$H4V)Itl4WSAo<_AMw>iii9S`fM-%&G9n2yyEqOQ14Qu_Z
zH8ic3nR=k~y4QOUBlUT>Ef}%arLy_CS?k+Ivuv&eJjce6oD-l%d^2LmPmTJDx?SVH
zF@FX(e@Z3l=$MwM6g(cqX89S>lO))uA8J|PRL*lbi#nzgRqT8D&bY*cc`hl((?X{>
zmO0Y9+q_kO#x=a<Xcc<&aE3f)&QJcH$eHnp_)Id6|Nc^0rNg~cMaXLKeSVXl%4p%Y
z#`W9Yz6t+YPLg9J*18F{j^2^-QT7rrxyBT@{D89OOrnm}ak@<MP0Z_3?e(bu?TKXa
zS=~5oj>Ow*v)yH|YP+A?=2utL(q3QvKCKC((YcM8TIE)qm`fM5^GI<$F57>qmhOsA
z{eeY0Nbd~3v$rN3?O-c)B26Q`qyaZY8=)Do<DY--LtjFsv1Oc&YROE|)w!SAmp|&X
ztj{b7#nEWA*Zz7EePk?6y;!I5TPb#|Jz^4%Jdrb;uST|fsdEM=kL(6RBR?<JVkM8I
z5Vb-odH-S*f+}Cwzud$3>_Q%di4yAh)b6m^L<8Cja0y#PbfUiEP2iMj)J~Z%hxjC?
zN>9vR%h;mV;xuw=_2uY@gUT23GL9NAD>FBzvWh3woZ^@|OLB9p{{qd;ksG3&n-Y2X
zq^(zcE-k^@Xy|B`B<5J}g!M(cZ~dHeeL3ugAkwG9Q_H--A8lZZbm!4gw1LzTTKXqc
z7MXH5GD;;zC8uAHx#+X>*2D9-I-`v4gNH}+SvRKwQ@PB$<@G;(sy=a(^D#q$1>8RS
zs|YZE-~F%=>9m|m<5m=?72mo=_o5c?QyHza^&y+{)jRt%Yt)d4Y)(7uzW$a{ABOiC
z4&C$n%HlpGs5ZGtUGXEMif&R~<H{TlbCz>Fd?w<dyW{mB&N+_bturx5zn_}LgEHV`
zitL{!c>Ilyj=A6v8T#i75on8SMy}*fGOkEU?p%FoQlhgd_)Ja=k2xfY5F<uB@k#vl
zD77^yX`3I>gm23?M=bf1NE`BRSr)HCvrXw`kQJQ_LxWsy+~VeMtxxGQnLgv=GBnyh
zvZl}a+v%?4nmPXVEK|v8n&Tm(TlbaBg%dr`sgv_z4PP!d^!kX1m(ef}M8)8Ji-qQB
z^7kI2As?Cl6dcZIqiR>FaK~9X)eGJ?y3p&G|Gn`^q*hMRhz40uAJpZzWv2I+CePZ_
zg4}TiV~#N*icfMG%rUk_UP94ApNJ-ZlA+N|&)25y(F%f~@B8Cf4W7)uUv%KU;rqip
z|ASz0oD+R0;!p7;qQE+gGlrMuBbW%|lu+%S#9qp@aR!~yu81<%^gHw9oC3+W$sT*c
z6g--|Uazs^>HBo3oi^(3FWW%L4rq?dr9_!^i%jndIm;|^{@%jx-ZT2#EE)!lPLj8H
zPjb6nxydnSx}|#hI<K(7^DT!^EdQo4b!wl<(X{z;oqC8=Z$Z=M3+TgweBGDRmDE`;
zw}&2gMGH5_m-+HsazKL|FZpuv?@tFTOdQS8%)dM1Oa4=lQ`9Ha)7#?9i89Ht$bEBZ
zTBleop3E_}Xui{_<-1#G$Y(M%+6eWfWx&kI?di{RR1t%pW*ArB#-5bAAZL@gIkTJ!
zcKW<y(golA_w7<%n_kZmw)AJT(=vZ=;d6AYpUJRjJA1wEg%;5L%W|%DY07jT>gGs@
zoR@T;w?^yxt8lHl&omr7LUQ~r*zBbHRKlq?VVh#c)54*4Y?=|NRlTT{s#3YmpJ*R5
z>BpNyj>*%r31GSE#kLrBqhPn^deuUg{4*IICR3Qf*kZ38k^jGkW|4||l4HcDFzdut
z0Bu*ifAt%av@<sfqVGO+q*J%bTF1DivV9hPw4eRXghKyfSqFNkQ;wIwMKw;FU+-F;
z_{ge=Wrpq&XT0h0tC#b+QRViafy^Fo#`|)!2cS~r8C2f$uOp(`k=?e@lDp-fi5jQd
zV%Bp;<oj6N2ML{>-<hU!H~aT?dXU-C-^?oXu4%{PX+Mv0JQke*xix4ykr~$Ua<t*B
z4jq)Q2CFQ~lb!NBUTWwSQKiz1EZvJ~Kc`4b9zW>M>yctE^HGnOSZ|41^?iL<T0K40
zo$XcDLMi<!fAckZZNaGQ@ee~~k%{XULp)jPX_+U3%8s<owH!snp7GH)(ymX39gjul
zAc!F8f_-h$J*Np3qW8NZ$80MNa+%RY(f(TQ;e0t(a_Gw8C!ody`|nHJGcny^Rd5jJ
z9~)Jd{YW=Ass<wyH~*K>i@xd-&7d85g46H_9iukfVk?<kCokHL<(CQ9vtFjA9>LNk
z+i2T%H0}A%r$!fK`zGgTU=;WMI9Tqd!;EolXA#so)*jGP#FJ>-=iEN>{X{EAa*fT{
zR2i3}XsXGodTz&(-A(~jqpe1M(DgNW2J!ob`&fCV5<{GLljWJ36w#7z|6*c3N)h>F
zU*wU;dKu@?DxS}0l3ZSn)g<1~H{GnqK1XAr>y1{E4ZeK4HLjLn^zo&w2SkNdx8N>o
zxAUkEOKu_OG6EL<m8E%Vl|^=oKD6i%Y*A*xbTl5nzX^$HLzL59^xGP3WE3JJ6ortS
zI%RU2?}vk^OE}2Y^BvuE^r+Um^t8W!ocPs~ND+0l*FAz`IF>&;E#TX6savv9n7yyB
zj92qbr;bUJQazDi7P0a7L^=`m;s?mKR8L*nFG|0+uaA+())^i+cawc5RR;Qrm-Sl2
zM(_>4ttj*h`_=Q|W>EHt=X)jS&h$lvZT=kEjBVrEF3lbr(3)3(MU@07^USu`=p0_=
zG4OV-b?w%uwYv)vO~15x(<5_t&gWo%^F7#31O30xi?(VyIEZz)X%p*n%X&HEZNgJ5
zM@L@tv!M!ICARox)7Kz6nl~lVL0XqL(e`O_JAXW<x*7Z-pQYQzy)4<RA>29Eo+ukq
zbhFN#qp@h?<n2LLmu@D|^oncK7VDP3LG;<wj#a-|&!E@}dn^|1HNw&^-&d2xNV#qZ
z?=s~gRXByDbD3@W(-Y^l`$Embb3YgNx_&c>K$mt&GqK;pubh$@m893~DCC6HUF+|C
zSDm-+!xANqCm9ya62CGZz$_TG?JQb2_NF5ygEjr$LKA9DNAd?O#F^`JvO;mJe*_Kr
zWh<Ivb&4t<SvP$u#o*f8Rf`>>9OhawwKwsna_QAvDYR)jTSqR?BRLTde^1mV)$~2*
zEtOg9a+#CK^ow&}J;?H(nj^#Bv`h4{R00d0vyEqD#(gn)8_&qxkZ1Rs?L0dJ8PQ)G
zosgaUji;KG%S-%BlpxOJ7dr9h(+z7;s-bPPMlC4w%yf>4(<Ia+@bJ3N<M-yjbkC9B
zLsDkaG{5^RtL7kov7*z0E51!;2l)Gy<xyR_WRAzZPOUvp>N|a!mdjM+mO4bsxi2{>
z8(p(*a8CWP?2<|9_kL2HygyoMrt?*^E&9$}5u3i5*RRDu^S`|oi;gkXJ~O8e-B#sU
z{0Zm7nYOA|we#v!%Qwf*%(39dK%=TH(X;NQJC8Q6tg7d8xxSZkInyFj%}$Ev(iv$G
zpKupyK~Zunzh$Jx8=^=3Z7zj18HnE*p9sZ|KU0IwkoOyi)|qmBZU59eAV=eoKWA(9
z_a-OE%)?3!v0Z=Q>NLLgCy_3`J9}A9MB(j7;9)LHb0k#NbQY;CD(&&yOczhHAb%3k
zC}Ky)ORZcqdT7t0--be4=tI8zp4kh!%1+(!lZZ%l{3)VV95EmECk2P=-}K2G2h~{3
zEXWIRYY^vL+HaqURBC+^v1lgxk?D_Wv3WORJ8wQT-snx8H{&OcL)yzcwp(3lMMu>A
zutq}U{(SnRjz|`mEzwjWTjeF!S<zy-zC~3=*7c2fWBQj)8#0Dpn~z>UE$@=JhbN%B
zjLz`?mp@~nGlvw9|1_t~8CZzlh#S7MNe=F#FNkwYQD3gZFE(Flzr1tGPp+Qr6WCZl
zoS?3xqahl_ce9zA+iR(k=CS6!6UTKl+V{$CenmBG$fhcpYZ#R%x3=3P+I4;UQ#D+w
z1^S;x$wA`X*G&J$7QK$2@o$=QOMQ8!k2!-urAzb2+;zz<)|^@^8K(YT{)=Dfqf;*Z
zHGJs)yN1H?t)a@MW%F;0G>T7Zs5C`|1l=>a;=CGCE)B#YoU_NHhEAK(xQ_!%K~;|W
zL74>6@6Os<TSKXsdW!O)X{EM~U|BgOiM<m&*HND#k2*&+MZFa%e}`+*vVV>e8K2bX
zyFSJ1820o~IU3?~Vy!j0!Rgv$<QXVAN3xER_?24>qSeN#_whE5Tx!%*JT#>yRY7b|
zM8&@FK2$l)Yp8TGV~XmP=`dLb)+R%CMif9E8Kv)`q2gR7c7>a!e;DjczA1upBz={`
z+$Pm1s90r6!Ld!OW5)O3+n-&K%9@6nqpwkU8S%FKd@VxC>CMyv(?K=F<YC<Agr9$u
z()BEq(JJLqF-3f5=wIe%NPFdZi$x%IBYJD2@8!{I_NEmr+nve9sHfbqSQ#sa4auzB
zIdXE7Jibrfsh)n%B$12)dT}RXjP5e3^~z`-@8>oEoOH6rIH#Ot1|ZX+eqX;0pZXNc
zf)NjEuQ=Uya*xOMEc2`V*tYm9vLN-|rr4+`<@WN7ID{S_-d@yE{Q)0e;t*vLZwAfH
z<n9cVI{(6)?38w6oUPb$n>@`F^3UWt!Q>x)QS*nY9Ao3Q@iqU(epJ+D@PkM`w)V}{
z-%T5)oXse<?>$~Q#gG`RFY(zACToueTqWbqakWq=w-r+=@|hYg#bo2^*G;PgFyVv+
zu4Alag^KGvi#;lnMi<bAF+L(fDxBC9dV-k^?#~%=p648<bBwi%=;~FdGyEzO4s)*3
zE2NTl$L2v*HT!ECEoJyxbS3{xjc$te#&pB)6X`3WBO~-XA9MZ9ePz_mmM3tFTGzOa
zu9Fm{$3XN{ucvd9^q#s9@h~-~X|1)HUd^Pmym!lIB5l;uq{ATU;5Di56J6G{ac@5`
zrw`k$)J>fG&Dwd^W96spr9kJXb6f_8toyIu+RL@OA$sd)HJdr*k~Wr6d64A%Fxc^W
zANoiRfkj<bP1Dl%M8oqtGmfQ;@^q&Qr&zVKaPHT1V;4IH=9Xr?I!0%0{!@xvraa<1
zJd;(-o}V|?-*qI1m?`iRFl}>4$J!WjRktx~6I%53GHUDD)>vt7fk6U~+9vjom0h2Z
zl}=-OpA6L)s-c<RKAJM+hGFUT+U(k~GQ%VtR)*=u$3_uVVwj3znvPl*bYo)~kq`Y}
z;-$OxU;1zv{f><@bWR4m(l`)38BjhSZ1yD(5zB&znk#mZm_u_j<iwhs$#ETNo#3nN
zWWnX0eu}1UwWsrS`TSr0nYl&a%mdLOQHG<);|=zP9%q?|df?VtJ@!ZpZPUEa;8@F8
zZb6kL@($5uB0=~fc}1gjJECmPR9am&j^q$0J%q*QH}Dor20^JGOuw1)9oxc8mdSAY
zylgE~okl`L&a&Ni-rDOq3f(3Y^JS)UoQ^eL&z()#XXcs>3Nm@5hT0qUZ;pe%=L3tC
zVqDlqpDZq9Z;Dd`JIr(vJ27%JAj+w%cdk*THUSM){$_GZwf6ZS8O->Mvvp`huak3D
z@~p@dUQ4%t=H8Tv&x{MpD6@T+PO~+XbmSfm@A1rVsv0QopXp&AzJ4mIc26IZz6((R
zG`(xTXCu>o2+`e)?rVIe+9u1f=I44TmrLzBF6G&Uvpz?=AI*BXN~Y_P3i^ZG`F12`
zL^+X^$Li<mFcu6um(!XE8r>(_B2q5#^qv&X?RJi+SRatn8=<P2XYP{qUYYDe#nvGD
zgB}lxeptny%ywo}JCon|zp+0dI;#1SGwDV?3ofeAKiR+Y8VsE5k34d3vn*dALb^)L
zK^)|#j__`^ZC1-DeKQA9+|tgWUS9T4j#_|s$R8N4aj!R%|6Xi)<$sM{+~I(|E1M3U
z3_aETkk#VQHDsD3jGI<7WM|q8Z8h=Agw8h*2ND-QFz-O`x8^@G?7jT1S5oWIA7|AS
z$9tujEtk39?Zbr^+8$Gp<A7@&)tQ`D4nNHfsYc7|XT01So!=W>&SVj}x1Gt#V@UC4
zd*+iP`8V4#{I%Ux@s(}w`qDfVF&zCjWjlLPC`KPV;UtJ=?x@9;JC5+3ZB&YXZ*JqK
zbc>VJSl>Dt)y4eJe`oYzLul^Tx&NRKRgT=h^#`NWm`2<iO(((s{FePWx%8e~+lol%
z*jlzD?X79K9C7{%yR^2Qgp81F4&;TI^_xmhq)M)<&Y3yqI2&I0_8Z%5c<X{(0}V8C
zw6}%`=P&mA`Zm8l`Hr+*(mJN=G^>EG#y978%sanw9;|UL@{%V`i^w@n0T)``wol@J
zq12x&a=;>FbEcp;2OpLBg72na!cMjI8IPh9K8@;A$+z1)4EDn%Y>U^eMR#te=6Jk&
z|G?^Ge@m@F@4l<LgrilQ40W3LWCb$>Ya34YmgYGYO>~pXFJoa!I)B4{&7WhzH>h^L
zjO7R|k66g!*Xcrs_h=sZT*c+7(tc}T?_78;WB7?VhdzFrk>3Q#)%=*B<0pP3_c<d%
zoaYk7%Am3DCfUZHE%$zDeV6|jY!8`a?Ih&hK4J+gl^;dcbQOPNF*g4{Hdm_2S{)~r
zn^>tJT}MbH!)(;tyR}%2{4+#o(+sk3{ir=H>!${nF-@uVyCKISBVDJT=$2EW*Y_-A
zB}y+GzHO1F>Q+D9K(y**d}F%8`G4k+nCN;iY;kAunC{@qgK@`BHcytM^fJ|%hlYvG
z9WMr&U|-7K9HJZS<%^*%S+m`J`B-jemeD9ibTob%An)q#I~BKvt3)HJ%+&fowXSiW
z&aR;v_nGOK)llv0)0R;&Ytj}&_M(bbktfTjwENdTlgB81avsqj`TkA0))6N{qcXi*
zK9^(5zvT$2(k}FS=B1WSlAMP}QwwF5f|)C3!#F{j_a=JfYP-c^J|7=XN0FQCG!eFj
z?kqV2o#d=Ym#STtl`*Owc%5+{_RcVS%w!b)sb=xdk~-$pj<sRiWlddzWxYJl`^bXn
zjNW~-6=dl(ZH!q!{`M`_?4d;}oNK2e&8EhZ1L&S)Zt&6UHM3!y-P4ASyqm%|#yIW>
zbjUoq_|y>nV93@wh3BB63QpXQ){zrKtupCfXuZ_2>$7G#jmtOAxvRQ|^Rs3j&Y>E!
z!R3_AS}pS|Ogei>1W1feEa($-F)Cy_l$#iPu<`EF)RG<Z_tbgE#HPoDJ{ghC2jjPM
zxoEKr@iX4p;k?g1vkS=f<Dcu%OrFRKF{Ob8BeJi}ozcUazjX`N++(dFqY4WaoxG_@
zd;WJvI<!1lMx=>W@s3=Zy$X2@k#{Cq5X8^u`<yGKkDwZ#CaB@6CeGO)R^P(ZBk8qG
z>Nze>i&M$>vo<+>&cLA?p4lw{MP8X~%c?V*dMQ-QYhg3*zdg0(T)h+?_PwF~Q(oq1
z_SG{@tGhHymVJi(65p?$?qib?Cex^#JsRxg`B+rNWp-LL$`R}tZ}>MkH@p|OjDeYD
zS*zj!TYN$O8Md7hqmDfjbM)8}_uyp){v2PBBO+4dPMKFj<o&}CDb_tfpVma~@+7B`
zb`Yte`NWXn!}r94g_!o|{Yi$$&wZ3!JD1<>bn$O39@3v=IEd}w6goscy%!4IxiOY|
zf0Con?K0Y$S)W^p{LZzcygRxPW3if);FVROS?ic`U*^8iOVlDd$*Ra`GWcG~on9Qd
zWM$m({aw28E0d6Ti%{)s&y+Jc_i_w6$;Aw}Qz}COU&c}gj{IACk)SVdg$$UUm$HD|
z(jHG2ybHEpk%^xva#T5ma?Y>OBWe*(3OC#<QbqI=?(15#@9F;x4YTKp-InF%Xl+J*
zv9xV+b1WJ<XWn@sl9N|_ZSq{7bYO2}k7h-=K_4ThGy%|3N2RveC&RfV$grqBNG-%Q
zi<7O?ys}&t3)x4Vc0|Q9Iie>+B@P?(WXL1)swGvDIPIE$@0ty$an4WvII<XtDp%k+
zpUKXkVYzczSwoe}LgXqGR8)F@$4IB{VKM|dxr!8VGX_%#(MGe4J%6YDD504~vVOLl
zF*lrhFm}E7XnihUks|a?R9C}S;J0eGvXT4t$wxaDB4t@1Ww?(`|MS{o?{t1U7Tt)+
z_p?pDhGXCEW#kX{juGvsN*raCTdwnWT9eiMr!oYp=5uP_PXg3rwJ$$tN1{7M*k@L-
zuuG%-E=RWSUY3kTZCh%N^--UiED(!IkDsL$1#i?B+vL2BwD`>A6)S(&a8T>bWOiSz
zd2AZ`)T}7Bt8^Ikrr49U6F+WW_w6p$P^qp8V)o68S8N#J_ry4R(kt3)p5(}ooVIgz
zd-+EGo*WCYuId23Ipo_Ra>=#3SDNB`)Dck+#|}FlCLmth@7QIiJ=&MVChOC>le3pz
zxt-2ANRGf%#@D8opPO7$h0N<G`=TKxC(13^uy!4MVc)O5d9Gi%b?ft?83rsOrvu17
z&zWVPqwx8n-w!Ah0qeYiW}FMQJUcj+Pue#1?p2QNw?;ds+-1;7!)}|dYl`OC)t`sh
zT@iCGQ_;TU8q^|Xk(=Cj{jQzaE{MJ{D)~&-o`|Au@MMnYGV{_A1^J-Y<KPwfE;)Lw
zs@=C6p;pxd58uURfxjA!=y4ZY<o8am*X4Rq<ubR1%B$Sd8*qq6h)*(E>cy99z!E+x
zWo4dwd4A_SRO77q7);waDNn}~0T$iw(^#r0_C~zXB7hco!MicPFui-&x90dBAK$o|
zRbQ}%eRCJvP${0fYq=z+fy)+HCK26kaLT+E*TrwkWqWGfV|PThbWAzwiOfyA-B6#q
zbSew={F9l6_MW(i?^Sr~-&c?^`!uGZf8t0QZbA5&WxJf1DU#<1_oP|QdFjJz>vH1<
z*wI|*hPRy3t$Zp+mfM4=bWL$kZ=GtAKl#g`sm}+wcT7y!;RmR)!@c{4crPUN8f}h5
zotj%ebM1_nuZBdvaouD0#K+E$!bN|QqtQvaBF%ID;47IF)!(;m-X*UU<Ty05#{O6;
z`Pw+P-Wl$}6=zKKB*WES!I)}AT{;V2>YvGx_zs8Ck-;P47oivN&YX929o{z$?BQMh
zJ~=W?kooP5t-OmicWP_u^ocaga1rDA*_>jly;rN--Lt+GUDWqGdnD~t<9-BnCS)DQ
z73Vo0dEeeU334iD^kPO^QSsPb=aL1YeYdn{h~S?Pxy;`+ucvB9ChwAq9-F|loqoDl
zIG*IFeE!&N)e&{pTo*Dts*V5KTmQ?hwaa_CvR9rsg^X{{ZWkVH>RbFtMj!2Pt$VoZ
zNKMWq-3MCw2A8R0l<lw{k5R9~=3oQ4M@ZWpiOhbmxUJqV?$fB8HW@0N4r%YHL|x6l
zOPpQatCZm>ecCnY?X3>v6pdK$;7AYJvy6p)WIq)mr7|pNnXue73F7o!uGRfma?WO0
z`~<bm1uva_@8wZW%?ykD=JLtRUKFhqA)_ZRbx&DvX3<1%Cf`aEric8*m+$t@r!IPO
z93sO=7oL>2cAH1uN2g?6gFuqMU(}B2lZb`CC&S`9V{@M5R$=;Gtq9|{6R#<s@p#4k
zKz^TGuf*mEGd%S5;S4d|%b^bnGTqrLsp0qhDzBLJBFyO=5i$ouZ=HA;pH3u`pD*aQ
zc<oqp)104xjS`e&$p8MSOy!@+=%H=>V|vuPRqT<__mr4AmyIc!{4*{I<=nJuI5T8u
zIH%nHZZ+!iiAbY&Oyc@b)pT6)S-#Uzjjgd`za$=RT5#{+cyg^`Q%VotVjUVz`gcVN
zscKN}$S9x4=+x`6BHxhqIx3wh8gCI;!_`Nvnv^rsK(D3L>ZxO3w^jdUvQxLAXp6jh
z*ht}{Q2!AZ`)0GY;A2XRvublIp7Zf&dNHwv)m9{=n|9g8!;W%lWo2e!iE6n`Y_U}F
zGrA=V>b&{6UQet+uf6m~|6s_NAg*<ldn2WslQ|}BbX-TWCl7NZtv9cb(Z)Ay;a;>1
z{5=^O@@6Eeep>2y-muw)+#MON&zU28E$<#FmOsg;(N@h+<|<v-=Kpj2ITF<enT}YR
zdFK@8o>nl!LT-$euFt3<MLCtD#b|j_Lm^wt7DVD^>R$QXS;UKdy@C8KYIw*4-3oJ0
zYvvWm(RyTM3lh4KmpW0M(}w%5+fI+|dj_(GhHR{Lk9uDey@g-ucX^GyOod1J$$dcn
zUHzKn-K24kve=#VbDH$RkM^5XQjsaD9bO6Yj+aigaz`;S23@*>KGGDlxg~C)VEjxb
zbKc)+t^9s?xcvl?SBu8<VK!U)F{advbmPtQ$Rg6D<w;IA??5Rh@OWU#({+iYqHwex
zle?(T37*$x|Ghs<?>d{pK=S%@H<#C(f__$ZPNgg-?njirM~+A{S*`Xrf7cd?il3?B
z!5<v6zoAZ-vOCi&Dfn&gJCLz0cN6!P=ZHs>hiqB%tzqgd5^?4BU~gVUOjt(Za^L(0
zqBmA4SlR%xckCBYF+EDmB~O&mhD=@ZxGhK6B0p3Ii9ww<Oj7??;neYHn71m`iLv!z
zq8!`!#^h?>Db_92;@mrWAEO81<Fpc5SjU;)JldiI`Dc9Mqx93U2=1kqECQPfv$>i4
zd!}|V|4fEOC*^hOj<|~bZ=A)uZxT0`d2nZ4i~QTBi1OGmL!|vb1raq?pGYpBpJU_O
zGHki@OtIzo%Xbx9uI<usM;_7UFKq6rUwZPWE5pG4&a$VEc>byVa|wFTksI44YLoGP
z&I}p-Z}DIc%NeQErePqU@^K^*buL=^x4qJv<Bv4?*klxcHqHcyVk3X@UR?e?Q%%Z0
z6S1(ru&t|oG*zbCiu`W7v1hC8RNc2$`Fw~~sTYhr#jz)lYuqAgo+BX(`r~kqpZ?^w
zc?mLbtdIK2SvG`p<kq!CZsKQhDk0S^8rF*?z5!1%EQ<As)uyzGI>w%g+~&u(Zh4ZS
z@jcJ{8M*fN)yOfvVJ;hONM4WnM3<4^F#=|A|9JJSb*tuFIY(j(7M<Gz3l)%7JX9b=
z_kDb2!Q+#H===BP2_D#8#~yc~*O}BFhsJ$EK{M_VXE_B_+;f8nc>%fSe9tz%s^rV}
z2i?v$C1GLmNVi3E;%9P1zB$x0_>52cc55;m*g9qHj$>*6_`bF-@(H<wPj`p-hDcOB
zq>MJbejvArIc+p;swpJxF^TyU{GRV<-EwZEO<vp!cuvgpD-w>Es-5OMUV1(nxJ6{h
z>>N`g;K{hP?`ErvTjaph=p2pPfDFyP`yn$l#OdrT;*KD;6=x`@eT(~h`2>Gw&vi9-
z`WNF5HHr*FuNFmb#uM%z!arkuk%_HQuujGI&?L7^OL(yH$jg^@=jDG^XtQTWxQ@l^
zT{@pFI|CKTUw$weLd$1ERmbn0S-K159L&t660zTGgjDFX9|vi4sf>Dn*NGCHdy1*O
z&f|nSui0Tsck~<6lkuGhL~37JXG&8F)Uj(k?#G(H&k|N`E~Gb#AHHj}{O&5B)TYAS
zqqn&QtYae6$FhE5I>8<`B3)4m3Vv-|ZlfYt`#8Rpik!><vELCgmp-a*y{DVEW8n@A
z;$WZoW5?^8)cWmPvw@@9QQ&n3_ff4?KI&PywoNrMr%C(_Hw!ujs?}c0QiP=p3agu)
z89@j4?9)uK_-%unx6*8T4aIR3fgX6rG8;{|G4GZi$r*4Uv1MZR!Eg>Dm)U)FnrMm`
zrp!STQ4=@3Ykv9p&o{fxHJVK?z4HUP^yWywp_40US46S5jjN%M=9JvJ-j_QE5jPw_
znS$uCd5gSCeg>zM)2bRxT*oXV9iNxh;mk9G<K>vSzd4n(@iCJlERrnfwoE1Wuu+cK
z8%;FHJ=*L%b-l~5u(hBEORHuP^Wd+?^27PB*M_XN?UCH`XiPfGSnTmKrhX6A$}{*t
zd@Y_8UCVezUUw{gbdQIyV4Ig^2!DSh9-k^Kc$VqYTODcT6%%k+Y2i7d9?+^?oXM5{
zMAOO59-7Xxzdw_kqwOGbFrte(FRGtk0txYg?D5(uduXy}y}W3ON5jlPD7N5!1?myx
z3!LuC<4`myufIsgmbV|o&t!<02jX-)yFgVL;Y<NrdUI|ajfd<=lZlcUW^U-skulu0
zjEcCu=G%|O#;GN+wN5l=Iu`B9{0TLysRh-O!n>D0XIFUBmL1%^8E5WWawK#+$S2C5
z=JGRtUn=_3_nklCw9%Ba{-k`@m?pXb;mD46jyOkyhadu@`@<)wt^9}mms@MK?dVIB
zXDa+ucx#fqoodXw&wa6;)Nm^5D1Z7V^J+xZc}AGs6r9r~+M)QQeCwE#+Fy6v)U?Y{
z!Q)SIJeuyj^VZv|mbP#8Kc`@hre#V}Z<gzEdF$9!gAUW5!uDaAGAvXM(fxZSE%*^^
zw7l&LqZN~{>?<Wk%1^6dDW@795p8*rV^lq?rRK`?iKw$JD{JQ-)FnP@L$h7`BmewK
zMjQGyo&~jVaO{(nyTS8XT^&ju6IT^mf$bu)I*Oi1U*rN$GJ2}IU;bn-PgvK1@?C`{
ziojd^U~hboS86jXs?@h&$)cuQua@kWQ!2-Tq>TOXw`Q4^&KUDek^3#E;!o9NMmv=X
z-dar<EJxc)Z5?dkR<GpbZ&2R8NU`4!q+6WICo-MtMU!)~eAgI_dI%3KW1@rn*nFEd
zn15Hvm!bsZ-!_%z_)~Ma(GAT{4TEQwt=T}YEa$k#RLU^vHqTo_cA1}|Vp6Kl-%cZx
zOy_e%<h(7?O}$%u**gx%aH*R8!XhPfUlgN9^1-f>)yG9TQSZLR1Q(fv%<KM40QGS*
z$~;)t<cmnEjhpAny`oLc{?#aTE+U<|r@zmB(El`z#D?W{9!}7nC;2)ZyQGoG->25i
z@12I|lPzw$lxz_dGeH8z;(2tNGv}K4RS&)TESU1*J9e5V@{oG{FO5><7x~{l^)%5Q
ztVea3_0nlj=(E)4r-sJP`Sa1a%@;cI6?*PdemV#Fe=ad=w2Rbiv0*yH>hm>4z6ze~
zq+|YFEeO|as?PBpsgJo|UBjilQGN<3qtlsugD1pXZc!s1sv76{LaH#-r<eHV5=Aw@
zf4#Mf5G8DxZ(bdWkxir+m6zQ9#BXhRvW5&B>8HoPd}~jCXVuv;GA53(s94q>n&nn_
z8JRp{X5SqFan`)PO9bqHUgv7g`DHwsy1q{5qXk+1nPp_meU2m3<+$d|h@Ly<+q7~2
zjGhw=oIJcc$_|kZ>=ltaQ!-4?v*#Oco=1VbH*3}TnB$WF!)|FaaNR5Cy3}F`;%AVn
z9FKF(_YaJ%f$P^fJR@3yXZLI-F5UqnEPF>P8BOS6(QhD=foeHL&OkzRi(XN`Qx00|
znVlgknuseiD0HgnTj%u2EpL>}mM6LNaxW@<g>vsOU6&^nJje4(Gp6){9+_@)R)EeB
zT}3EWJ7Ib}=hVq7p5@NlI>T#|@SJyNV3IF$EYyD1rWub%#m&rk*m2KCbh{+2m}=Bi
zk2c;R@AMf9N4YoaCg3c!4Q%I`8E3TP+$Squ!cDA}JYe159&fS01Shq3Lpefiljs>f
zmu<567vWj5o;}ewXI4CdP=rp^mntW5*dw!(&nFQZzF!rK+$tT7L9`HpFAO78saeQA
zZxVAV(L;C8l-`CWuh@oo-zderT7F(??+U;iht9&@v0AwP<O`$8(!5+BRcaA*MAJS6
zax4<{-<>MCv_@X%@7Wgr%xR%4;?@vZFlVx_q{ewCJ;7p;MHNZ)+b-AVO^=mTYENFj
zW*)e9qZ8CVQZ~pOm=5yFFw;PsI$~mke2*SxE-yW(;vQK&ne&OK@`bAHGtGrv!6OoP
z`R6Zz%+E<IBZH30#+W7C4<~e)`Y1hdinydB|DquLd~MWwVRU0Z$%EnFJ-J$|Y-N~K
z=`ZIwbO+vZlQqp+?@6iLennK8&F5?=bDrlT&@P*Aj5BypB%GNSZI5Rs$UQszcRniF
zC;A@PYn@}|^zomKQ$(*f1Ec1smT!RTv7pRLPd%bPnad9+%CMkko-dhtHBL86uQ(aN
zNitcVA1se}XusCZN9r+;FCs_U$H9hGY73mLV8hK(mb}#(amE%4`MJ@H2>;Enoq$QE
zr-to(eIr65qxi#Mg|G&f!=f!sAbDez=m)l4;JH}=qI+5CFO82&HKLx_pp|b#a8%KL
z|CUm}e=Ao=RK03-G$O@NmyRmw4VRol`c|(WOzj)=&poDM&<`w%W}c_aQhaDnm=5Eo
z=2r1jvx;Pe#E|D~p`0UN-jE2}<%Dw`$Oq9jvD<z76H(}Ll7q%$xxY2b3?}wd-ZGTr
zEPGm@DE&NvVw`JvKKKjjO+OC5{&CQ9y3ig?VwYOZGVwO^=(H|Vn%i@~s-IKcMH3ZU
z@Tq(DqrC&sNk%)>a>n1XB=2i8g<G((CyldLaCKk4=Cp0crqfTV#S+s|{r|6&di(AU
z+k((D2F^05>i*cc%t<ZkOlRdWZF-{9ZMS~bt4t32D9KG2bIqc@*iOmz69;?GGqqY7
z<w30{$|5~-ZD`T>b}DMZoGPcLM>!j)NY-!nA-C1e_niCD7GDQ9bC1MiWiu*sM)*By
zZDjuJCE?fl6u$3LxLUnPPrg=<UWo4f?cJYwM#7##Zm7JoxLs#UoaBBZR=POziM|py
zdj-_-P*WmWQqAb4@hs=jb|jg1CF-anQC75^&2GoB#GjlZn(y^_80KZ_du#W#1vwtg
zoh<KWJ%cW)R$UqgK7!65=WA5An$G39uj=!5wa6^j9%dM^c;A^-CW_(4@cdl#IcT(X
zL^Ck2-{#G=8Ls0cmu#7QnLJQ=&kuwBspW-G)45llQ*8BFImdLGoh_QW8yNpZ6gt+t
zy)58X%cE&Z_Eu@{#`D3~UkZ&XG4KliO>R@;8#k;U%{T2EYKzb~b$&b^KN(HslRCNh
zrc7bqnY{UI0QPV0MX4_opWc=;?;Y)ob!d!7_wL=cSnzYJbpFXsiG5=<JF~`EL#CaJ
zZ8CnGZ5q>x%~aeGUTF0nW}S4F^uZ8Kml%$p%dNvXSamjejP=&Uj$Rrc^+9=`bqm%*
zvAA<mPo~~v%w2W1)C;X`P}zH$>5WAwZW+oAn8#409zBgws8Za1Y9RKVTVnuufpIMH
z!s4?+5A7dl^D28=%P9_zle}tO_q9Ee+Qt{3Z*TGVd!i`%;Brb<I;O~v3$e$ZnNN;{
z4oj<y9FK;IZY!Fjx#XLVZi2-4e3hn7*b0Y@^S)uNTH9w^V!R9Aqx4Wa^~qWyXlh{R
zXtuC0b2HuqahYk!3=3P>$>RUbYEtltb4O%7f3loMb3(^QHW@BX!z%*wjqU50`lju3
z-OMpvDo)MOz_&F%MGfiq*)<g2`PLk=PrXr79iPVcOpyQYZ=I(aMs)!l(|)sDg8M8^
zPCaI|uyO2e82irBiC@dyk4K~XH?YcdzB8KiZsTpI3DX0jiBpW(68d^X7IdA}gOntd
z&+t6=9LHm(dPZ%Lt`0V`wj*!fxRg3wktE#<ty47M$hf!fR=n}|Q|W~Q+VPZqH=A=^
zzsFI2jQht=vJDvgJ=5>j6bZ9O>_wrkR;#4;oVKV%<Wmf?CirmQ1e#N!$J%C8K%=Gz
zJSSME!@gBFP|)kVXBwytf<-Es{AtVU_uU^^$Fya)?7kMaMkUz}5OaD6-&pUz?&%fl
zG*V>?o}y2=Rqd@L=T@MOh26<?kc1`Esa_;CpH$=1CuYHfWZKowG4({6+~72|k(?cu
zp5yO+`q|#&aj0sq>w4b?fOaI@?||jk9UjZ}7u3`DtJ&7E52$@c8Z)K}H9Mr`*ql2`
zu=9v&A|60zW6<KUC4@@+`Serlk>^AKev3WwQJSc*^mvUWx=k@mkunXyj*0PkZ?;r%
z7dG#f+k<^?ypMF6VpLr+eo8a#XVlu`cTW)_heviRdZdsj4c<oV?7$>$t<99gZ_BOc
zRBvN%k0<fl$COhJ5<e650?StBjN4;Mra&_*6u)zd>$58DzPF0VUraM1{iM6Sci2Uo
zJXyx69f9#P%Ue#*)LzY1We62JbAm6|;9h>`vKkSL`OR#4t|{0+)j2rtP|Gytp1fv_
zry5g7s&6DZEIx$|3a#<={<&w4i2H+xlD;?V2ZhV0YL%WS<vA4!rI<RO{**tNeq*5&
zlXjX!0+-L4W;W#<IuX|qzy11WyX%qM8E4|_RDzB-50&=|j_F;v>_qvh(@E8q$EJ<k
z)Xp}py=4kiQybz>>Zp(?rlqKsX%_ub63%qnr-N-$olbpr_B|0la)RKwO=><dteh5o
zHvE3y*dw<gIqir!v~?**%TIZ3UY`Y+S|sd!j-kj|{WEo(pAB{+!+AMg3)2+youL+r
zzuFU5q%lvX-|SW&8{1x8-#arcey`y9aPUD7O-DK7<G0Z4NuONeYV^@97j1arWLy4S
z{n8C}m?Su28-I?qMi;L+acX1VTLHG=(9NH|1&g>dmzAlXs9Tlm@J2JHvOCl)I5k4I
zBkvQP5k*n!A*ORoZE_qfNY0b%&`OyiC(!V9?)z%f=4WtE7MhczY*k|pmS2<a<Pvo}
zmFSaG5pzu3Oo~2Ihv5I@()_LkZBMPW=ACn!09t&B^Yms=&^PF<$Hkl+l0^I2quTrT
z%RPMzvQg(KwDJ>}H96ZZ`!QOlo5kDJIOlia(3g|nr9a9U;M!@F?b07n`I8zdZpC?b
z_c-0ZwQ$j&<T%(Ss2J&pj3LsICp9Fh9Ne|&NGBspPF1&4ef7Uw7jj(4)>x{wkx~`@
z%y#bITaA$<r%%*#xnmN&blM|wAb<BFFZJl5MjusdJr`Ehhs~5^cJ-L$cx3EKaVnwf
z^>Z;tbXc^Ro70HnE|6wri3_M4VjZ1cocq_Oqf}8Vina9XaWcnOdeP<2BOat>Z~m3<
zEA*nu*V08fi+|d^L)^5De^6`h$rI>Btp_<O8K$a=ZGES`dx|+C#V9SeI%3mghxUq5
zazx4+#yy+7qj`*s&v`~<N!?B}$Inc%GJWgqoab7KCC_N%5nQoJjy6ZN?+%DMDxaw(
zf~!@O_V>Fvg_vW*Ch4Aoj8{j<jrNU==fj2KmQm!T(d5D8oZhRS_wRi@Y<J_&vpO8R
zH2SQ-l3Ycs$_ubcqS`rAzmlhj#!su{F@b3EzEu|3dAhefifD8)uf<{?A>k2^S4>q^
zajR707<Gl?X(Yc3hBj2a8W^RTC%GJ{Pu8-{dhg1qpT;fL06XmGC#CCaeB1Xv=Ng56
zIn?Lio3<CPp`x38v^3F~@~DzIVfLEko#{9Ocioyv#<{Y0;jTq=WC1li%*CHU9k&4D
zR{azd(Zca~bSt6iZra(A$0EHtpJ!1uiH0^cpPR=5+bdkl8F-W-<k_dqWFP5UEZtN=
zf8%J*Aswz~Ob)8@oNL;?=cseufd|jul8Ky!hq_Yx+3MpxEmM`Mm=I^*9%M*UsY|y7
zpW#cGF$Nh^GMo#~buIeuT)QRv%M*jS6dgZZoFlHGq5oCq4R)c&MrWQ+k<dfq08@C>
z)JxT2e8<Rq4%~0?!6H!$%WCf6?6H&EaAGI1083}2`jN!>fjY&oMR*d`lJgpAFOph}
z^3pQF$UAQLlJ9t89QffBy~=Uuh6$g7({7$Kw4A;p7R99*pVhL(cJFv2;$S9;O2e0?
zHOxuXdT9Gvy*Uo=F@9^>%ju3k7!pq7)X&%*i$`aZ?!3kEWY}9zpZIg5&m*g#|00!P
z_B_uco)(<BReEXfuiH<UgD8^oi^0BljRRTcQ}x}}8LEggKFN{SP-z<}Sw&v)aJt~f
z<9GEx$?;IrSKQ+#4qWHYn0&?7vgcFhS^hr!uJBL#woa#gb$=NXwc!@torg&s<0JaT
zxvVYGN0r6>Z}z~8#<~qpmeA;~%=n3^AG_X}knJ?mZY^dpbUvMoo-Oy(WcEb1onBO*
zb$9nvCu{g*srKy?ao-6WL76!ymVj)7NWf>y6ubJZB-ChL*-v0UrWABrn)?m?>2lr?
zKSLjat%cO^9U-&fUh!MA>U&#;h{kW?BC-Z2cgdU+A7r#4LQoA03BPCd9z<}gAm^O=
z8Fi%bcRKGlxvMN2WO$<SKFZ6;6PTdcF_yGuvkE_)Hf(Z$HgJyF+xjMpJO+x|)AA(a
z68q*r^3YJA_uT!H^X3dBL;>t*=TygKP%xe4RmL@o!z8!p-rmW_hD14`=9O`WiUamf
z8l=r(-0YLlh8SThntBa3L&Kal9C9?iAuB_ZS>q@{txs|^nxs2Im+4kaX{jd}4kpHB
zQ$!bhsH#KU<fjQ=?F(t8Q<RVSlek4hPcnR1Veom)oC>w>0N|E}4AZ_-v^gfl`)C;S
zVz2bGpQ)z#FvTJnzD%~}6w0(L|BP;zerYE-$B|K6btK-B-2T1MV&_PdZMWn`L<Cc*
zJpxU!j^a?Qk9P)_$T5^RF84Ukz@pPMzcbzXeu$W#U;W1X>Ds=>UI~hp6Y0(+sCD*&
z-H^viP`T^(*eQoC+Kzo3Z;d{)7Mb%*bz+^V$#*Werq4aq{yMKs25sAB=&d=jtr=je
zMJyI*Y1*0HipOKo&QRTVBzcY=iyp_(dgVJ$+PHMQJ=AS#e>7Y8+Uy`Ryja3Z>lLWz
zjs3~+P$7MD^@U+uu3jJSRYBES|2$r%ecOiOY9iPu(P(P!fuat#JjraJ>aU+$ROb1{
zn~@~tnD)(p)VCbRg;dKt;%M_;$McJmPjniHv!A}L@gdWZLiB}?<{A}6yeUy36=Eum
z#EC@rwW*lnF`@Hg|NiaU8pE<ZI)iuW^Rb<`b|du}C@$3z$}~(H+;0tWG#fr14YoQ;
z^BFdXno6r>?%P0Ei`FuWh-Oi%!yZc8$&_zh{c)(><#w962U+0u8WouG%6<(MH1h5C
zIj4H&bGFe&d+n)7jV)olcX7PcfhsLI;PJlHPobB%C+E`9Gyz9z^xm5px95G@r@UTS
zIU_IDP7tuP#1&_Fa!n+I$R|8>mYiJ=nI}I7lUw7q*n&ISdaPf&41MzR?Eg{)>WmC<
zyglsFl{sw&8P~#oYjI%Q8|l31vpeypcp@Lg?d{%eQ_S8r?Y6(XOpy?+6CKm>qc^}U
zeM~8Ex?T5sFabx@%$8hj&E?m*y*?VPETk-wHoUOcm$P`x-m9yzym52i8!jSm*~{#`
z4fd`5G*FdEhvn|nv6NE}(dnkiFQx``5}qBywY)lZc4|?ObZ5E77U`v#ftD%}r<(T7
zr-@tTP0Idk*HP*+vh6-6r`ZZ=il6?>PIqQF$<y7o)F@Q@%&Q^3uH#f?R$DvJ0lMZy
znd?Z&5c;C={B4$zlIyEh@oca%#OJRKEnB!VYtoCY<|~)D4K^~F)>9$-o(Wy28}$_K
z>w04p(<Vo{?ve>+HnN!-<Z#ckD{CmZK?ameXrWKFNhG9TO&8j2%o-~9Z`eL;oIC~E
z@%`JqAM8DTVZUFp&~%{l47A1S#m}sv_TBz&vALf@r|_A%o@xtQX*f51CO*H1+412)
z6ys^GiawF%(SDkt6)pCz`z`A>=T(qQN2@(lI=}CCTQ8v{7wVDNd>Ut&_i$d?KKDEL
z=zKx~>Fl%PJ+>07LX3k<vK2zJ8`%vC@7U*hD3{GKDUx2|Gq{w?L%BF*3kR|C=fx0y
zl0=+TJqpY7&}`#(CXG|8Egys?N1Cl$Ogc7m8C|ED?pB${7E}A8zcoXZOOHOUC?`9s
z+=5CI0#gl$s6H~ij&Hq=s^(o>Gt2ofj|TBs-e*A%v37aYfh{+=-jC^0Ll8f+gh><T
z;8@D_`8$uW4jGk7jRyU5uaNgz=rU44);pJK@VczmZjxB06+IVdB`>ht1tPwS$c~XL
zKMB~@pVAcboMy)$(;i&ilB2C@MF)vDKDD@m4O>0-s)vVsljqjlNO<40Fu!rH&sx>A
zvMyKNzelc?>;hA^^h)M@J3`jcDn;Vj`}31gsqjq*$PK7e%<&u{N1jR7&;L@5?2TY@
z3NCSsH+LzT(*=5Dd^(0MnirNm@{^5E1FyI}k{O6|c%|C|h~?SYn$hPhpUd~C56t8T
zn-O$_fij`mME<_pqv~=*j4E_w-}SpEi8!NuJVKs`wUp-|OHXWmc+5RE6n;45iG65t
zZ&;@fXhfe9C*a|JuqwtFmtp{--WbV6dl~7r9haX1D!9gYT+7b#AYQ#&_8(O0_MZDv
zE>)=Dv931lJ+i!xDY^U}N~*$<7yVD_a`fq7t^L$%L3K%<QBNQn;Jn>W=K1q{?z)nc
z$Lw`V`MHY1(MY57_@<6qISaGQIU-G`SFJu?i_Y|O<DbG)jL%LGdwFHRyIfz`C$#Ni
zUQcrzd1Mj4t>sBXr0EdV=)LbozFW@d#7dvODXWgGX&$~b+E<=LWYZH~QHDTqByGsO
zG(R}cIrRSe@39EvBk1YVA)}_5$3i{4SUPbxm0NtHpSHVa)oS^O+IhQUxq<{qhwvM1
zr)PV36e+4Fb2)`FL_50i&hI>6W>IIM_mtacn|Lxsgm+f-rL5~m<5o76a;)}%Le*m=
z*Xy9=PN?Tb9d@VeN1Zl)QMDlJ`f=#L&}|u?!pqS_s;^l&JVdl|WKL6F5xFZi#Rsq>
z?~WlOe@B{rv`>Q%J@a}qeWTa*EJxZS=kZLVp3ISI-m~DOuEyDDZIH!(EMx1VVovEP
zHfqOMC!LODBhVY8n>MrVDPc9gAJJf+jz$x^mwGZsgYD*AzpN$sw6?KMdAD}fqtB+d
z=_K}Cb)qrKT*6y2v0P^4t*6nMYnEpm<jC?ZYgrJqZvCG4&GAXma>qhm!+8O1&djON
zqwjSoo>PM?p6o*RkDPPw;kb{d-tCK@r`7OkmzY(fQlRsO*f{j7@W^jyBQMm<%N^qw
zo5--;5A9dqn<esi2@9#WQjdBqW7~U1Z0SurYS<I~zVi8Ih$J2lG^MV@Y>{(99-vJ+
z@_aVxWXqFR=4-T92~KCId`pk2tH?JKf>_~NRJN~;TgIo2n3|?!a}P1&-jP||;w)p6
z=eljEG@He3gLttsY~eC8`n{ZB@Y9=Q$TtzEy4PPBPUdNIx}7O)KCQFnUD3QVZHH=m
z-`FPIB}$!#2)~Qn_`>jz3(zCpds9lER(eeE<q+R;J~)@E^Jv8!4Yc~r;CGn;!pmM7
zl{Nv&CM-+UdHUCSst4^m50$EXV-GaGTeg<z?m0V!H)c-Mx7L-ILL1}RS)EUn(GgXY
zP^L!uvw}Jf&GHj5FgZ#ey&gTBg@`<<bxL_(d8*Ng83<KV%6z3x7BHdVQJ2RzHObmj
z@@q($HUcU0=l+@8Vx57;JAX(Pvy`>^(!R6iy!T6^K+!fTyPAwb%4>DYy-(9c9O_;_
znDwot=X;-5%f4OHnq=d*hB<rU-u#@?zP-<gMRBg%oy_Lwj7hBRwfO)1GZ_kLHK&;V
zt77?}M69@8&lXRmlX+<6a%_wL!1^%bN%N?^{fJuW0wO;dq<itk^75@o%~vZJkC$dn
zO1Y;Xue>{0;@YO~C`bEpP}Q2Y8(?xS$O??Bh%HZ|Omn*&HP03-WCJ}>Mn0((v9Nbc
zRZqWP@v9-q;9M&GH6&>)Sy9$OcdYhN<M-_;m-P<FkWcVZji8>FSw?8G@1)F}bI1jC
z2-TF-7ovNV&!T=})~hd?$fYl$QMBydqVB)5TU++ib7DXw<+;6Wl+>f62VxkX&tH>{
zW8*1JS}2}czJ2Rh9M~4=3sHGF`BuBn<Y+WLJ+RgtkG-o}#iYjr5LuzSxs>+D4te%B
z*Ht11?{h6#Q}UGjZ)|zz_?bBl=81`5{x<j-HqS+k<u0~9yOrCNh(S~8O!kuJ|6u<|
zQX>-V?XlE=-b|8^tMYGc-}k3RwcNW$nzuZe)5PyMCL6r-mOJFocZ@nz*dlHCmLsD#
zx2h45^9_pSRhr)TsZD--HasHJ^s~>tM4GWV`$)-V^3i>f?$3N&ja2sSG|uITnLp3%
z>p2`Ul*bw^G8{hx3SuMXX&z1L4EUpO-~Q<>lbh@Y?a%FJnY-J2-lpb7YG}!Q$vAzQ
zR&T>8alKuXt8?gxkMfOcY%^pFN<^tiQm|&Hf5fxnd9F;W<*w#^?K{0{W)yWl!B_^F
z8ALb#V!0I@&AE6U8g&YpK4X^^+|=e?<ZRrtX8x<zOWb!NhAgH|J!Q{c%gw2`uRp4z
zVHOAplLsJUelm2&a#UyWl-$sx3Hlqg8sgry`6W83o=ALiGY~1xCP!kzK=Ti1<KK*0
z`W<$QsUN0$sKfF+<15j;tl2)DpgI+aR*Bv34Y3#+LKhZ2EkBbX+}p#KZ=3p8DB-yU
ze<EvAn{~-gO+{bc@?=bbIVS3m%7sNQ{Ccfw!^z7tcuA$AL`C#omil`8#`|^d`K|~g
zi_`p6mYEBBWxrykHJ7dP&`Gwq8H%~YCxef;GyE4nwKO4g7DnG?A%DOeH#v6gbk7!4
z*!1`8U$%w1gz|(;f~mG84d7%mbMNx+IT!cMMrty~iG9yY)+_{X>~FfY>K<)Iojzbf
z7sWFqzBbv?N25H(UBV-abrbkSuUefi)ryv*u0Hw{c^-4QPM=SVTiz91lcBvU6E(Tk
z1nt@sSs#72$`9KNiAhUu;F20o%~jlzjn4P%?ae2}aPyg5^c*alUm-7L_bQ!bKc%F|
z;S6f!_}IRPCGy;d{cyx8%arSrs+!i-kZHb#IVtVyB)jLc%-rP^+t+&6aB+*wyM}~a
z40$fyTLa8@6tHWI2;_nFv-$sDf37Z(QD7@o@6e}^FX>?|bEZSGr<bdvqvEJIc-d;Q
zbs(3H=v7;uEK$tQP_%7CBKp~Lf`18_pNUxBYeg5MkAJy#EF;2pQDMLrXF5kW{~TG;
zHbWwmr=|fnMaG%Zfkp+_>)ECcr%pzx+|N!WJeR&Y*L-GrY7;WvQ6F)1<2Y#g{ZTJ-
z>8m4B-Z{lX1!1}o#gXj0(bKzH<rEc@9i9*P<Yrbcp!*izz5j`j$ls5r5S3v%PVFS5
zCZt|K#<#uu7Sz$_xadb?yM0C{;!wrUxwb`qavJ9JQI8U7QFn5@IU-^LO`l9}!9>4O
zTq||F=T_5uZ54w0{@=5Z5zVzvN}oY3^=^JW^d*RYiQ|}nKW8p4lWtA`i-T)(8Ru|~
z+rQhn#to-O>m5CRA~$%&77))|iXJjWK_~NaTIgL~uMn^o(KV17J7*-7YvG&78gjJA
z!m;%9IK5Rb_wH>)9RQK$q{cU3l$j}}F*DARlO0VfJTJ0G&V2tZM>QQv27M`1K95bN
zOn(ax4Myz>^Rv~jO$Mh~Av5d07&eCXZvW10bmlL)flzft?Nh3qOxt&QHcA&=BUNBj
zE6=A^nc#fi{B@s1<*{={6|ktH*p~BQ^N+?vW{l1M56i6TXD!JHkJUC#4ie|J+(ZJB
zqa_DCNbuJdANVO$GQLdf_wJlUIVKljZj#>Jas`8!{AgZLqxZ~ZX|9Q><71@;B#IB%
zu|&`A@j#=<CF1veD+G~C>`jw?tDk~Rrea726%nzW|7d^DhTAr|IfFjT;(N5KUK7)v
z#6-28bT5V4Z8B2f=NgtZi%4bP4tbOy&_JOUE6DuK(VEW2Z}*?MrW2pPZ*<A?R%!p%
zoILZLbmQFSENeOz@MtvnLqC_J+6_|-#A7u{?)BvPn`9IsmqgcFWQWM&XxRY|@iUnl
zGm_fzMsG8-h1%lPCol1*a{8#=){5t7-$k#|b*oK=&Y+R!+c84LI#PYFTWjVqj`jDT
zYqgJOL_%zFaPQH^L;UQqG~&zva@A%Bh!2j&qm4#b#@vSx-M(+u;^_E{&W*<(Yd&P(
z+V=EJM5(%?(Qt~+7QNE7iew(wMElqBq>c$1WmE0bpUABEIaE^xgv~eHb$9RT4;E)X
zHR^Fgr1}S(W_oI;cXdi8uhpD|6(9JO;n9hVUk2|-w1V{aXkji7Q$7`Gn_8+`q;d{j
z)R8ZA`8?1?^vK_^MZV)_>U1H8ELeVXK`h#g`!D8YAJ{+n)b+l8wni1=+cqC^j>Kqw
z=?jY_siD&gsMUtgz(Y2Oo&3V$S!@n9{ma=IJS?8%-^|W%V(KQ~AqM&P0n1;ELYMLu
z%&3qR{i|VMKIqYa=(`Kz(fvnIhO?W0y*M6iD*4v|2j_rmHO}KLF*AzP&%Q7@{`U)V
zNVgAsJ5&@eC%LMIx18QPo-;&TaOU$thqy^I@5-HFdBK9^{a3TMcLzWD<Hck}R(I+_
znFy=T(VxL9^$LD#DCmvTmB#9wbAo+J3y(d0-+#IJx16-ZDsxh~))n7(@*&6Py{DU#
zhfz^|*C_MU{JC<~OL<ULsh*o>cxIA)DHO`v$>;uV5n#EIP8-UZfab*dn+xKb^6T>S
zBK~4~g--qz&C5BsXH_cKG4InYcUj2Vj<=DT*eTSxYc=ZogIu9&^=YDgk-f0*Bnlkw
zb0_CI-{-4#;?|mq#7)7W?&a@Hk~x|Gh0#lMLb(+0%b!RUSs`XC;hS~^(DUJ5#TWJu
zXI9u8z-<V3?f*WDtg{f>AwX<!jvbxj_f9ZXM((nIVqVwhh32=Rt9r7(HbzX?sjsfS
zu?dtvm?j|mm*DNkLmmG=j4s#$ESRRgE{RF!Fpzy>IARm-e#odpUE4Y4-PRUe$ZP*U
zn1oVcDfYlmgdjOoUZ^q<<?8eUktGov)6q;iE=6?oO|!X>7PR?iGPLr2=%HjCtZWY8
zz0Nt!ouTrx_{$!Usl)tD#bM`f-WiUciAZ!eB=I&=^~6q^jvI4M^X>S;Oy2k#=JM8x
zrwt*|!t+6zu7h*$SYoOd>bAFd>%J+zoT77nQi(*~spo5R>C@rY8Q=EZh7pmd)7Re5
z%I!~-kn)7xzf;-c+$h#BqJb*hbI0~JPA$59`pfV%KQVc%#9XSTGnHHBGKge;XS8`~
z70AzrQ)6@-sCoGb+~xZlj<itBK*76+Pnha+m`CavT^Hnu+oUuTe%F4T@80X}(B%3s
zm+X&**(0nYySlZVFt6Hj#_Tvd&52Z<D6doESbg%1jWKRp%M^~FOF7%;vudi`C_i{<
z-1^?+MHye70Z{+mpI>8K%>KV?C~6hT;}L9~dOAje#x(hC&?o$-Dz|I1e0ysZ`+V+?
zqU~}fY&lXyQuejOQzXRdUbRs!Tbmi!cSGzCW>?1)VKNBM$=%^UrSa&obl}_Rh7(8R
zQNytkLB_=UJ6%3XXn-Z`vmLnv{mnSQbd7dPc_yg&DOnFT<c>cxjyHwo{h^;Xw`ckH
z=~K#WYIBa$?{iE#;Zy#s;LtV)PWJT9C+GgSd>0<raVS23Hky*8M>eKW!Q~X$TYrDF
z@1~<n1o!Y~T*!sz2j|+89FKQ-shD~FGp9{X{jsFfw#vrO{A7{R(}6PVC8b;7d>iLa
z>-0Gb6SMt9oA~KlrulabJrebML!VP?&)M50YUxy@Y(N{bb&cPLk8sjycH64?_$(@l
zb()=rjNCyqYeROHoM}2na`qde85Fy1|5X<FtRib?p;O;jbZbG!+o&2awE!*CmHB7>
zw`m^H2=k@?)BgY5Vy^K`eeal!AD`WS$71}4_8FZ(cwoQ!-u{Na7**Lg@XiqZvn%x{
z`&a*bVtMZG3^f&KCX_$4E(hnx{-3LVy!r?GiSa*dF!A4StpiReLafm8ZuBwknXObu
z1CQo5a*B_cb1E@WGUAgMr{uP)A0L{}Q~^~V^^4d+HAU=nY{3^1=TG_&qic_huCiAz
zf5r(-na?MJVdljVJLg-hSN@qkoT`14-uoJ5&z4o@l2qw`Z4!%|QvIVNM`fFC*JJy2
zE(JNAqRzBDX`wEC3F44@hVi|@+KwfFlM<>I6lrko^Z$KMk!;6HMe3nZ^;7#-Z=tuz
zX`5Tt7D~p?v|)W^xrwOi(OyJGT)bx$s0G<W^Ceg%vMM@h&U;P@W2+)cC~&rHs%rIk
zh&b;W9eu+fH$%`{;FR@uhAKl#ZBks@V<UJAO`n)Qeqku-WIr*#s-B;I$G#Zf$`aA$
zu|jUyqa?;BThPuoIr|L*5oIm`Q6^fSY(aT%uuQ60qUqcZ&wYkuBCSZzp(m9gtZ5s{
zJ^KV(=!t*2Gm0qjQ5hZg-SxN~;X~v5_rtV7hVPPkL##C3&%RY}VoWlB5>M6ZNedN;
zH;6RJ+TVMd@97pg%}6jYl<}KN)wx#l)u7q$8CvZ?Bg3irpG#rGS7K=tTabBZVu2X%
zeoDvleWlZJjuj7&Y*GWuW4LUtIr`2RJLR8glTQ5idxl8Usd!4w%`#mFrM)*5WmHwf
zb7geA2mL+6#^e$D<^HIy`%D<ceCb$EG)1eL1u{!~%v~jsrcg8T_e_+^la(P+wdVHH
z@q6T$W2A8`W_H@rdBIyUr}*C6d4<e3LD94A6}Qh47qPwcJ*(azm)NL(wP(x`)-CJV
z+@B+54ivtVk^IrnQrWt1_2wtTR9MdaOJi1Lk~$@mkvEsN1!pT|FD<tP@v;QWab~-1
zrZZaH`xawvKGWj2=2APxNt}uoBR9?DwRcB(Zqc@*{jFv8%!?QAx@HwFjrd=Tny<}@
z(d~xP_^w;_t7SUxJ6X7$&O-gAWr6gpzc94;-F4jiPA+W6&3-{>ypHtzSYfJnw+Fe1
zwrniVbdD6AWx6<@P+$&mZcBJJjxy_?*-q;}8#bgvbA`9<*TfTekgrEQnhg1+rTfpO
zf0{~K_Ic+<X5zFoF4nLM9obUOhE;Se+SL}!^Bi6M;&llqy*qeK<Vd&9pK`Nv>1OaJ
z1+!$3xt{ksG6^Jo{-&)}1V_irZo#Z7r*|_PDfrld32oVx7<*YQ)XgKh9_lJbn^TeQ
z6(^;~dJTQzlR3@!x%p4=nLcdKt$sPjMi$O#!0cP}%)4z7TmGa6o6qgjZOtND>O*X#
zy);Uu!y^UR#v7{=Eok%4^igoFjy3l_>c00<v<D;iA?Nfv+qXv>qg??{XWV7(@YBJ%
zw9|>7;ciAOl74FXq=#}|-Ji=I+ex{(bB?aXvgDuXL8n>|-jKPOIYzKuUiOG{m_)%s
zXPFXHGr2a3wr5yDx{BPlI;A7ioACMlf!BQ=Za-cN<Kr2ZsW;-Qq94h>c}mm#Gd+?>
zwQ(wcpA6LdMZ(*Nb?(oK22XpreaM(5CY~viIa8$2gd6Q5hv&FrY*l;Gi*!EeGDrH!
zfHeBNoRi0Kn<|)F9A@9RUx0ng{2H3fv#VM>HAT2z%tb7dS84GH`qrszO_8*6zK74=
zODOgbO#DMMt+Nk32y+?eLCCF6Kh5+RUqT)gIonFBNZ~$gXtVSJ8-oR84>-4VMQk}u
zrbu#m=)p!s`zNzAbFF2|&u0m`b16p-H@DI*XDxJUMcYF;w&}pvNIPsZ6P}KAYdkRJ
zHSf@ak9s5+=bR-2sd=mT%`H!Q(9!cz{VR_Hxs4%GFg}SK&Og(KQ8k3vL1$|iIvlk(
z;)zf8M98M8$YJ;!BmIb^^+^x){I0Qx4w*VPa?#`lGq2dYhzNR}+XL6s5GRuFzCB5h
zWg1MmpUX$b#as@jLL#lG@5X4Zg?jmC)@6&kmda$MW)|sKWZ1G;DfgCB%a(s;E4B<#
zMy*J{sEPS!))5g2v6YMLiwPEDH|DBxUY=d8XD{C0tdh(e#h9l|0X!TqFHZriXJWPd
zX3B5qy-rKKJ9TjO1T*WwJg+*GcrE6VGw+}EVcJpk<9s-v6Vgl)Gu?=C*ZQQDdOqEw
z{EK;5=07wWtu0L%)_0ODycJnL1%>sV&CKLcXI4Ku3l$SHIV$2!y>rPA^B7}Fnfx=Y
zeD(dGOO@Kb_$a4nJ1*5tGR-7Yo%>VnUz}5Kj-d9LR!nt7<fyr&pYm#ssAf-E5izl#
zi7R>mxduj`m`ltQY5tjYT;wb0-%o?Z9sh29?v~q})_7Q>*c3f<UdQ@sh>h?JvKT~7
znh47&c^P!y*<1?RnP~!Dlyl|IX{MZ+TAbHJoOAmB+4X;V$ISA*XLQo9avtV#9i^w`
z$-0DbYV4j-h^gqCfJgH!(#rRSn?9*l{=3mF>k~tRbLln3_a~ElB<#)Ae-5z*zhmC%
z3`&-BYq}%$9h+_a*8aI=dpnuEWAiDseI)Lo#X&#VuOAz|h}-br<+L-CfS+Ie*7Wpu
z_Ny=K|G%)`<)@wZ&Zy&Cd^7SF?+y5=i!9^*((rz2=sz;_m%@G9=<VlBes7Y?IS!vX
zUPk|0ixsH!EKz-5DUVd2o|4&yoK6-pa~Y|hA}3#`-p4uU7OHdJ6pwud_UVp-e==Eh
z`S>TpsvQOYWcvHYH2L4nj{KijdR}%F)N<>6J?tFkzYH|}df3wX(l9es&xGXtx0XgX
zeU0Bi_ezp~Y5qR@*|vB4U}yV2e>Wz~i2KOEnMA~5@@)Jz<CAx)C%0kW_YUg+Jwy*w
z2biOM#}I;3v%vVEIqK=D5!Gj~Pi@%aRA6lb)Hn{QeWr$8bBYnUDsgvgOU&0-x>N2!
zBW@<ggs9}GtvSv3O%%m%#XUZ!^PXwPS8shn3(b-Am<e49JC><kTK0|#GA$)zBgdFa
z3!i1*FHsm<z&J70LT@GvkCzqYZJHC-O~k^+KAL|TvL?>?wBTjlFxFr8mJcFt-+X{|
z;q3m@8jg48wBRNKoYz9ybL2LiEL%^CPrd(^s-iTf{;2Nv*pxHz6T4GI_o>sdv|Q&M
z_Rf={hW=<8h`*<HT_WKrer>CO3%Bi`uZA-rcwXeJO$(5RePiMIn@qPrOz}UnEK0YU
z((x{*Z-^TnnRIa;<Jl&wkLBFAdb#C&uH&!9$eGP~Z+Md_Z<tPS3$^x{=xdiaF-6|)
zt(c2p=42itOmSnM9CwK$^6FZK`@U)LSaP;Sjq7#d3|+*_lMJ1rcluvrj6}hl=GMtm
z)f70LK}PjoL!CpPu4f}`BIQg$^iq-D5pDjNcKqHaSVJk!AMHz-0U%b<wA~~7_2UV(
zRh?|Zx_9q%ZXr17K%Pbh1Qof_WGoqU6<)r5Qs=(tx_6f$!wQ};K0ebE0pdxb9QHqn
zvPvBVf9}-V9`!Lrb!?QHW87x3a?2=*s86Luo6D1&iaNbN=DJ5izcJhN(EcF@_L_um
z7;Dw9Ig)rXs{KiZe|)BY`VQk*iE8IOa$3{3y*pA--`F(vW}<KOdRns<WZ>BN2ER2&
zxXl+FU8l(qZqcvfZK`h9np)LuG~9cJH<Ls5`Ajix@l04!S)>xt?P=?Yli)P}AM1FT
zyX&<^?a^MexX~J+y`1RLsm3u<q80i^WH#(7zxDQ4+UVgvY|SDu`*19sediQ2+hhD&
zbSh?%G0Sg%l2Msk*O-kX&eoJ1vyNlDWXjt9<oWRJ&Gug>m?PiUp3FU-WGs6RCVyYd
za1$+39VEIzPRj4rrG%TjxrJaJGqlW#*FF<*Qy0&)vE5=&jm@dFM%&z~<QS(COa$|u
z-ML7QmYUYO#n67|V=WuBM26{o&-0jedP224$J>vdKbfRT<H%*W?Q^VeTd;D=if|p{
zEmZLmWycuZTaYtQPxHuY+3I3*=lay<HF62hWR(hC#EXtyuWG;qCUv6dHF9iIX~{p+
zj(=N}b99G>jen{bd_R#~&vm{v4!{TcV(cIBPVBnXby?2oHKl28zv5>imFxJ&na%b*
zhi+sms)#c_$&t@1Vtu;E>GwWe%-^sL>lWMA8#A=y^J$~8W!p!FnbtVAo5Vg??(oA0
zkMVDz@H>ZNq!01*Ey@xpsJ^5q;@0p6nudSg5J_+jF1yR3#bV^2iIS^s=$NY8Y6)zx
zkTxIVl_NgnfO@$)Jj#uJYV^t=J+}5Cylf8f3fP#ou5rIHyvV_;!Efjj%kc!r&!99@
zM4HgmRPz-5^?U|ZonzxoQ6Ddi=TOCe8gcsV&G*fwJhRCDo423kcQ=U-PH8G>Q>!=a
z=5F`gNYWWx@R@2VS^K}i8M?qZR{Z9?MxeQc9v$BI-q4ygU&ejgxS{jwkD9FylTgR{
z_(z5bNtxC)wrAg1N$ypg`=t0J#!mTXGAcXPsju|87Eoh}IM1@Bav<*%arHmhioJ*4
zXV?>`_tcj6qRsg%iK+L-axO#)>;6?F0~sJjo%&GUjYOWyy)pl4lm55uzpdWq*!YF0
zihB7^6V%&s@}vDrj&WNyaBM9}2&us$0b~ACUDoqfejht~0#d5<oXQ^K+{STgo^y+v
z>r0E4MV(TA<f&n$_C3bAh3jk|J02ysZ#=PodQtY)4fA))X({VO?YIvmeVAAs%n|f+
zyxa<*n>UcsKD=N!*6Jgn^yu<Rh2P-oG4Xq5W2t6%WVxRE9b3QZMepw;uB^Sqr-$nw
z6lKrESW0U3@UKmp@N`5G_wBSAR@wDo`Az7oA1zJUn@pq4WsFGt(Vip2c-`tuoK)P?
zs{F<D6OT8R53eb^)I_>6MM;fQccg!u@V-Sm^ZY5==M3W(FL!i>%l89~X}G_RacU^1
zSc^Z2pNVwN-eaqVMZU);(Ng4}i3pjYW^V4z+jD++!8gMMD>G^M51$Dh^CHeLd|`jj
z_L=@;YeYUDj_sYI@0}y3!p|(Zcz;Ya8q~V0Y>at}c7A$rq|CgK>O0d)N;^jCCs9J<
zlW3Ro&qTRaCuiOxp)y<QCR=+Ya6jAC616Yl&Og(NTUChdct13sl7DlwUM){Dywpv`
zlIr)Z>sj=4t~>hw(b~jh2ze)Yh%DI{>lTSU`s@Ik8>aeH^LRv*ZD%u}F|ow4QCdX4
z#m8}a<k-wU;@eVrI9`W@j|q^6CZ%Kf+(!bCf@7_~i=_V|38k~a2|3-G!aHhvO6hp4
zSqQdNy3O#)>3Rg8O>*Hoq6NdY5&@0rUV5md$J%?!;MiK~68hV3y)>s3nH_4g$Vbb{
z65?--7uT6|n$Pa$H_A-qss5Q(S-Ji^Z_oY$cE?QLglQ=>qmCQ9$Bx?bWWB}i<eyo8
z3(uy#C#Ifh&sp!IPvau<*gkI6m{Wh6i)`B-fnAI;5Tno5CppdAkbAb(YGv|BUY6eN
z{Pl2iI`D5ZdT;UkV7Uy+)-w&v^iesQ`^Q$gMQY~~z*bt$Wlv?dJ$j~Fcf6d!YjzV)
zQEuV5_Hi9cO{Qh%GpFs8{KzPIG{5)Cna<E3QI1=Z$3AVn-s(I?GRf(qp66a^sxkRz
zG9Aisw)36uJywIz8*=4&%>>`YX&-8VRO8vKc{6N0h#&mC+iDsG>~TK$*vNee{p}kW
zxr3PP2Gk!OnmlML%Di%n^&qC1M`!aWxu;^B>FJ)nPH#AUzp-7}QrAFZbNev0A+7kM
zRT0|%&QqLv16h?Zoi%aIoG`V!w$o5hHCpjj>PDW_=<WUJV`ff|egkF)rZuK5@zEJH
z_8Sn!^0399gYoDY*m6(97-g@gq^ESWZ_lW@E&4cGGC8}6Z009U+a=(GAwuTA(&^Hr
zi%+6;$Ul?Wf@QqhXnVAupj$_6SsTd5GV3!!{%2dKhK}9<Av(_E`<q4GA8f{UOw;Rj
z8L?l-=6JeQbBwvycA;a(&QKtkuZQZ{81FU-IM#N(wmK6X1I<5h%78N+W3)t+Ol;DX
z=GLU&PJXXXuJu8V?&9$l(^x<mRsWu?qbn6yHBMnM?>wG#6mItz+s@P@&&SSpETg_z
za{bbBJT_`X>UxLlw&~{9lRnV+SdRzl*zMoG(VNZI%zVT+p~a%)pNX*qCz9L`kFAC_
z$*@HRz1)6|<LH`e4R@_;-8&7-zP_X9SZeRGCFAGb_G4>Cpj1{omXmgy!Ts&IR4P`!
ze&3~>3!K(}w$Sl-`%pu9-O1v}{rDtWzWg)MPOxj4SZLbca7#R|c(N%(pY{_CYY|4a
zAvapS)+gKXZ#%Efo~FI;L7wlQTc&uA@B7FwM+)Xy=Ts;2&updgbtf#2_S`j!&#T9`
TEn4+^cWUwTKVJRA761PKI-ovs

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/output_build_1.pstats b/src/Delete_before_submission/output_build_1.pstats
new file mode 100644
index 0000000000000000000000000000000000000000..8e5591f6953992c322833c6a604afad83a89ac9a
GIT binary patch
literal 407025
zcmb?kcYsv2^QYX=dq+SzN|jy&_E8R`gGUoQSoZGra*r!}yuG6f2v#gev4ft7A~sM2
z1hFE54Jm@M7Hl932m&eyD8J7nFUi||SK#aK55x0zGMP*!lgVT<x!An;g?c?wtiViv
zW&<-LD_~`(n~80_iGe_NFx&EFdBTm06e$ua>&^5}^JWB+bJG3IW6hRDixlAn`zP3H
zQ1Z;yhWePbrnrS)i<oVSp<X3X#fug)yumDgQuCOCDz|MeDu-{RMoW3UW~Q0#^`gZD
zYLN=I=j20)^Wr)f?3;=2pBT0FW<$0Zex52-@-lz6O{q6Mkd%fN3#hDG97~l;`jV#P
zm=<+$D>X<3i%*|a;+=ou43@a!i>B|tH$XSIoa&VJdi|N%ehXyAm|m(y1*_6`>$~@r
z>SeH2%Ln#4U8=8P^CkQ#RjSHK^X6m{g_5r^;R*Q7s)~YLUiHv5AAi}{V4;{=j~IuV
z8H&&>s$bIbr~7@uNJ3*Sj@mM*ItaCX*l)3BAXKt5m+F9>{^^{ZPC92FzOUqSGkP2B
zbn4IdY&aihSd{?WJcg4YXzBCvfJeUjuA0HhY+X8hQATY|%VPkwN)mjmqwCw2ExF<K
zSL+x|e#j9rj}-?U6}%~CX0q3Z|I!1#<Or_G8mg-7wpD?esu<nWpAVM)we*c`4Ho<F
z?`ID!V8$$~Ho-W1=z>u=YY@(w(Kw5*@3Z*iuT2d0di9R2Uu!=oFPttI;JnbRpos+D
zLr5}x>7H;ew1^pnA@oi6CW%peD;9!71>1FE*xs?nha2jHxK{^N%pdV{s5EDuJ(UWm
zB|913Osy45N{pC9M~BRPa`N8x277SZi}yAC>qgy2Jy%>X5~WodD6KLmBId~hCr(v9
zkOsmR&U}A$w;4X*EKe}bv1mGWjPXsyp$4nt|0gAJ%cMM{&3NgvWd{ybG1&H3=GQtJ
zs;Q*Ss!YvR;mtavv(~@$o@}$fhQV0fgM&*?>q*n|LjArsCiKqqB?U5*eF@NL36q0?
z%!FirQXtuHwaJ<h#uUYj=podT2jbp@kW;}P{B1+-xsTR)Sm@syzg<7_YY*_<5RETr
zX8T)b`I6Fn%pXj!{LDW+L8>d@7wDQ2t$Cu}{Lsqgk8IpWs9RkLYTf|wn%hA*W^z&>
zBg=#;b|Rlt+kev^vsZgq&zY$oPPy|lAh()>f-p^JOVARAQZ8b(M!}j@daq{I5AS-I
zb$j*Gzc&4WXlZ{Xv_NptTaaM+si&<p_Pm(r=xNJn>=`-f*=Cj%Nb(1RW+rnoFicb3
zCfb2EZP?~|IbUq>uzKZoR~~irD<Zl@VQ3)**_eIN!$MpTtQfd<>l0_b+TvkPH7Pdp
zuIfMMIV{n{TK?pmq--;g3A|yN43b)nchoPHrUYAT_OMf3=Ds=NsqYDIhiGaeC26vm
zIoa1f!Jj$Rv;vtKSXrXU)`Hr;U$v9Jw|~{cO6|L^)20=B2z}ctLT`%?&4hd;Rk1{T
zga~&b(qWTsCc|z>O2c^Ok6lf%>w7mj`sIxW2z$FLqCAk5ZDyD=`6SMV^l1yq|M6$T
zH$1HJSF^hBd-xzBZ*xV+vwT*tAk2#F`?ub_dr3NHN+Arll2b_i<f9tGSPzR>aVYFD
zeBZ<3Uit9RU%oj)RCfo}qd`$HA%5V<0RtPvC&c-KY1x6SgucVaCIqdd1c>%jzlDV*
zAt&2R&#xIS<wDezNQ%DjSznk25?w$e8TpT>Qa%n@Y+W$ZZPqYYnW@o;i6w$BmsWJ~
zb{@P<YU88Cm#$ZYIMbKm4?;!z6TE%m2lgEt-G-h>YFq_(xWsh1+BW)*95XimCg#8C
z`($eN>k*2p)73T+*EjzLlrnHksjKcoT;JZKuAm8_h4<4?+<5hU7}YO+=*awAQG@ZH
zIx@WXi2R#SgW>4NRr9L<@ZSCNZ$kCr*=84JFRRQKs;d^;;c@Xp+UMVf8uG&(7QNo_
zd9Fn}U+s7dkH0DZ7KHMD(PM88zN8Vq`WD6x$-jlX`f$}lF(Q8Wl?;Vg7<ecCmnO#K
z-wUPvUcGhL$m+>_W?c2`zPV5S4g9|hM0{KUTv9Fk7cQZN0%o=vYsbvKYH1o7H#~nf
zsafY};i|`B<beDeP+j;hnq%bP;RSF>^}!)aS1qn1hmY)?e=mf%Zt}1<y`FLH62AMN
zruE2?!}4!II1@gUE&N6;Ty-Z#4IJ7p|0a|YcWec&x`{Ev2gc>!gyNIfQGNSA@#&V4
z1+<_#;jkzRu~luesW4krNvddKFVWs4dU2SZk)9CrO;5nTmft6~#`##)ic*JFeN!~P
z$h}Nf8pB>O7|5}(!AtN?^=Bprtc1xvY!3nnDLI)**?~ZMFn{(dl_b1EpHdeZMmL$1
zJtK>-1G(v=y;wf<t7+x1@vhA9CCfS*uioPcBC&V8wPr@#k$HUYSjbi;DUcqpd>Ouk
zX(l-ixmC>(y8H!dEA!~-=bo?nE_X!~Vns~zTWK@>IV>UBm+gZK7kktk3_|`L5Snbe
z+%AQQ%Y}%bY9lo}J1c+8LImHD*26D^xnuPBMT(5VoD#4y3KMZPqz)Ua=$tUN4n;0B
z?U9&crf0V{GaF?1vr_}f4fy|?nZY*Li*ZM{*9*T-xIXPP7NKD0)5bpV$(aitmguRt
zs`q;h$YXmy{rW)O2nkJ_B+Q#^zc+aXb{l3=q$5f7Ul2-rEeFEJE($q9|8##+-ssc}
zl#846$A!NIfuY)PC8no)r<vKQaJSRm2a_)&Fx8*jJT?r^VG(mF`K2#Ts$FNx!5a+r
zYtdF`j^F*8auS<=lEc2d-67l6A0ym5<l|vE@oO3{-tnD>wH!8n!r9@SjOMnd{~xMY
zmJ^;wHL-!)=V4+!i<ORWa|bztYeqVQZI3u;j<MRK(J;9hnOSf2&`LRnJgjfpqU-<d
zwnd>R9Rn1Vys7Xdr~COKL%JEv#;DdpHS0;L`_7UlTCIBhR}cFuY3ZeV>K~!H+?zTC
z&0FNahJ&&NI1>i0B5cdT?SV2an;NWd{Z>hRr~RhDm*QvZQ4SvFj>we+zUQX{CsSLO
zFj%)AtCd^vz)}VNB!LU;7C~}8vc^WM!ykEm^017dF>k$;dYkfXhJOVNdV<Y-Vj$@E
zV)TOWEW*D!u>nSo3RdfUuOC+qyv0x-%B{YX2A~4>raKsDjzF(?!OH9$y6yQp;3JhE
zk_mTG&C1f9=uMoF&0VB6OE_QH`9*ggt<)6`S@|I=FQWl0MaM1VR*k6R?XvOctDPGd
zOnz9;po17x&I>A-@biKf^22&I8btaMl!ME<mV=m&)kV*!U<(eEZ@OykNJD+7NpTvW
zm=u<upXda=_WbuwgTEomZ#9o~h<3N>S??#^d)~uVUw>xq%JLUIinULJhoMU3ZWm`*
zbYg+Z&UxXgEJ@%;BJy}-90bCof;DVadt=?Fa7-gVW?8TDZiTDiA8Q>7<%m=tlIL&I
zfYsFWq`(VIXGuQtL}Ca$H0D&W<PLk<wOb8ImLC$uL?{ECTG6<PV+20ac)`RvbJU|g
zB*)LAU6TrS=(f0GmrD0E)Q9Ts?Zm4RNxr01(mAG|s!+iiw*M>eLUSD1J^fu;e4QgX
z>IBU^LRG4WV?O(+(3hQU1<{iNs;d?s<Sk;IfS(jC(v;=}yXGE$hr3sGHdwJD8?D1D
zd*Li%Bj>R>5LI}=<}B%+-l)TM277N)+`Xs&Y>T<eU7T0yaZ3tLokojaE)YxKZxi~a
zf{CSjm4`_yrtrltDb;5s`?C}LIZ2bV;1*95M->ori9cL|zTYAIYH<;#6gz2gEo7@B
z@w3GC9on^54OnmM21I9asR3pDidpzRHP9e>_2$Pa`8YQnUPr-$CnPhT@L0{z1ZI)8
zqZGg72bwF)j<WgXXg^Gcr*bgj=$i^X7!Krxc&;R~axzUQ<)AMeBjbm~%6;Zej?rj{
zArZ*2>3O-uvH9yte?c507jDEsRHVHlTcLl0{%mFia`ebY42<TKGJB*i7tIv1jgD$Y
z4Sl$tgI!v7l{-V49B82s=f7;hA52o%Bk0eimZ)HoY$mXOa5ZcSB;#Bmm<^LF18T<1
z<R?(h(a@ccLv7ELS3S)OwQC)n2y&}DZ_J84awNc>E1Y`i(9@aiG>1MTuGnV39$`T`
zPB6s2b1QME5VK#Bo{^XojFh4<t(me7GKqv;B==Oz;mIiEY)ZC~lbzC4cfrY{TtZKU
z)*jM-5AGLoh$_)j7p|85S4eqqvKh>qay^U1puQ)WPsgZN!F(}~bsGnWBd!6Kf}_}k
zHo9H8rbvd7Ynh4InDW!dh<Wx1HAn@MoVQ~s`1ZMw?Ux(^tUzg&?nEI&EIEcwTp|9X
ztZp5<6^38w38`0s{|d)B(PW(pLoehWN6GRa{L0A(d$Ok$hF_5{#{u}Sa1sYylh|@9
z3O$K;Ul?@Y(OY**bB+54u22)D`V%dGKAq5-NE$D;me_C=lL4KGo(#@T<k5z-IIOl1
zUl<2kmkTl$O8a4<$Lb(JG#2IW60lo5R;Oqzt`z|zQpoYGeWvZOFr4nC@O5ay`W=PZ
zp{Nh5t7x8n6(HsJFX+1c@xvar?ZcV>RxJBF@v@NllHs$`a<YQH6r5q&v2fAu7P4>h
zH*yL&g0;JsiS3)qL!`OyTJJ0h&%-Xe9JT!?3R~A;lV4)xb^iFi-*~JZ9K>PZDV--L
z2D)F!ieQsB)r8R`3@=WUtxh$8u7R~Y(XC5M#x}>d5c98W?34W|KE$cG_>;$qA>8So
z6YeYP8Fp`Q07jz@mnXhnBEG5}u*2(Ghz_)w<_pfqO!AWNG8(;OOw^>2%J7OQw{kKO
zh{4S-=a>-Df^r#z#5zu${?6zJ_^I2KNn^G@=;pSb=t>%;l?0lv3~@SKRIZShIHH&e
z+Z@Faz1&(^z3^w~A-$x^rNUmfcU<{M3%`MDC<<sD-D(_d5|F<>IgpXBGT=i&g)Qa|
zjhP=ha{m{uTg2qe_1M92xgKkl;Ef&^HNzZ6YqRJMs1Rd>%-IJ6g()<c!43msSTx4S
z{Z!sZ4jBkl^CDo+;s*}-c31bswcdbxgZ>{{CPJe78$D*&B})-Ut3&>mR<p3pAP0J~
ziO?a(;D)PX(BN{#PSY!4ya4hhrTc>Lxwux`nR3OQ2}!rAz;)tW{`j;JbH^ngAbs$E
zCLQM^$$@FENmDS#2K-OW@<>jKL8Q&TZC2-kTheydZK}n_A(j7IS5=$jhBH%4dnIr-
zt3^_3Xs5Z_|G#xrEe>44<-bXBOz3|9t;K8~<D=<pFkjBDBklShIqS{vWzI-9Gjpcr
zKkd|j%GL1yquHEbdLhlqNv`6J(d^Lw#$MakO;MvRHgl<>LTOVwzL|Rt|Kp_b7Isvp
zcq}H(|I5&32h#kR1&4wvwd5Gu|JYSB$?b{ilw!?ZF|G)%aQICNIZvJ8!@BO!)51a%
z6EaNKE37t9y|xz<>!HK)DdY&7V-~gtO#rS=?1`@JS3&U(xz6sUd3PmvRmeb?g7OR1
zlzh+&vD7%d!6aX1rtp2!Nu5Njbzxq+(kmfYNokn&2NG{CeN&+}xmP=M6i$s(J8oM#
zSsX{0sZev=>Cr31yUkgF_+D{_FSb8U<aw~eAs1I7ab$v}W4()(j65*Q)#nN&BRMAn
zM{Ln}iN}J`((`MZsh^O<U5RA)Gt6w5afFyVL0oH=k_<Tufw+)uo)9^|W%|;kGI6q5
zkD=tQa|OPVF|_<y;55G@7R?dOX{n%;cN~Pf?n^}4x<Wvxj7F;&t!S2e8lWx2ldnQB
zoC=9A(l)m>c15)O0QN#SqOfDSOwHqtfYwSPsP&_W)09HoB?`HJdXgU(1u%JtHBRFB
zHx>F!$U%G|vqs_1vD~|Ay-Sq#k{vbsAxU>3OjjX6PNwHAhH6cdAHZG+Ulew_PDyee
z<hu|j{(|{Zm`_m#H2E^gQv<WTL;Gl%jHAg<h4OhTEo&{npCfi3$~Ka$L?5qoY{-2O
zJ?a$SBZ7Q{Gxlc>YgA!pwZvbJd#pP}<9hg%a*{_R*4+Yx7GdW~jFUbgJG*Fv3pr0z
zvJ)gG1ro${BA?}=RTCmTnfAK0omwfxucTU0wmlzMd**f_Hc+9C1ngPBy)#$J;Auf-
zMl)DrmdDYyJB7y`7IHeNh_+diC+)dJI~B_MQHCtoQpho@YQYZvh}acJ=!aI+3>8W`
z)d!j}3bxPP%_QP>Cl5i%Ln!r>lQUVF30EObsz+q}yITqKd$XxzK1xR%n|Jp=e^<Wd
zTaR@w`iXfL-RC`W*Uv9F6>?^w`fLwgK4df`zNQfwGTet9>vZ>qJ}ZxrR2QPZR2w;1
zH4qkMZ*QEUt(mEGhjd5*f3N>>+=5wHLJIKMh~*VQ9%2N!g?rVa2;(5nX7n+SGSH<v
z7+oslxKOc74NKmQ==D}~0q34ye0(IfL(xw>)<Z%(;%MlouxA3qL%8q{daNY^L~~zp
zL|S4hR_756eyCikFQ~(nVjUrB&l$)3pY$wlF!`Y(c61n<{7Jzm<P@f5ttDb&c>tA&
zqU!q4FE1?FRLo!}hE02F`mP!}?&t@EC0P{u86p0+{(48wJxwlq*tjxXzSxmgjUs|P
z1&dCk!%^Jvc5dau-Oz|^DVM&fPz+S@U8*M(5oK)x4C0w|&pQq6(Dk{RBM@|T*V})V
zh?$FcrWk^WDF{a4q*M%6tiahD_(f3Q#A$1Gq|Zel*GrwgXU}h637nKcLE<Dp=7Lc;
zDdx~x&2e%Exxl%0!?`srI)cs_kNx%eKMy0i)OuXw6z9?|7==@hN~}4a=%j)beL1}U
z)`>_z@X(Y7b3ZK8UXS9P6o6PpM39P5wt}juW+>2AgmOA#0JG;WK6A4184rt3Sumu%
z)mgFFp&wl^3Ma+Dig-^aPI37e*2cG&H-5L}<}!-K4xBC+g|h<ho*9I9h2Jxe2w4;p
z4JL^EnAKc_<619+;npjh>yBn5n1WZ$v_vyPLSxNA#C0lI*GJw@ytZ#c1XeycX2Ysy
zTY>Z$_&cPd02snaTlVm96o^R8$t2RfIf!%b&>jLk2Tk#U&5Nm6Z^)ND3|3?2`mMgj
z{rI3#RkJNP87ePa(q_sGZ`KS-8bT4eA{=!~diJj2Q(74;>u~3mC)RhQFl1iwW~x}z
zI~DdVV&DB<I-f$QP)3%GVibNisbDuPUz0YV3zC*>t<ZMZSDBqv7_K>)cu|pf7i*5i
zjNt{lFDbLs)8~+7qWq9Ip9${lqIppOjN)%5;j9^r^X!=x4J+*IXs}Z~6RdBWBW;1?
zug2+uQ8-ERt(i0)&Y99{)-T(qFPLbs8%Lf0y4bH9fYY9RdN#RW6i$lAww~a0awR45
zn6w{!diCsgh8S$>v8D}Atfd)Un_xs%2cgYeFbXFn{IITx#@Vjo<7XPaFy3I(-pkp3
z|2p7=qAf@9lwLZaA>)!SI=0!Gi~6FWX1!iG@_COxAoO-cYcr>X8@0l+6`qP%gB@JH
zfc2?*oOF1dXdO=Sk=OC1-jDy-?$Nc)UPN?qpXbxQy*a*_VZAR}(jaQ$UhceqRny!g
zYANr$6WXB_VQcDDQ?Bc5cE;k0`%jf8R5hcCW;0FKWed(GDww~{gh9n-9QUx3Z**!@
ztK?Wriwm`*Q3zjBwDGR#5GK=JgebiE-oo=|s}LQoL&)?1V{}sD+^VjmA#x3uxDs>L
z!!GULyX3b1se~>sn)2`iXqpE9&>(GWdu4Q#CM1RIrcDG#`QW9EAdzFVNz{Wl{HIz7
zB1BL|%bsmwFK=8z*spi7Ei&0hN>YbzUAqt$w>!G6DHeN71Vb1f?0<et%pHb|cGV!_
ze%zNHcKe<4OI>%%e8Xxf#7l$7yLoKDQ=RU;@3*;z)kc75;suspJnXH}ALaCUD#@_6
zMT3Y?R9u}HpToMuHCtj>9|;h>&D`;kRrK1Dm{gnYu2rVP&W8+ZXEYXhw~4jib?A;h
zF+&XN^JowuI+!pozZ-a<_L+f(^(6-hm%=~R5~wP+(vz9I%_xdX0gwJ@eAnxC!}>~K
z(VbR&+4t3Bvu~-^-LOIeB#y99!5(^N;J)0{lOA^W?=vd?xMqrBeJ?<Ck3<TEzdWo?
zr!C(vE|+XrM+J!9!N+ayI=5;W(DKi?pEiBfbqY<FLM(R~9GC9PWQjTH%m<fYCW6-e
zTw&#+1vvwBf5fVbao$&S)#4V1dy#k*ny&<rWt0(x1guNJSkL^>^~Ur2Mi?^INpneD
zWPmz2aAxzz6Q8?1&#9MXCZ(mjwl^Ay*vsQKz>;#^Ha^ubAx|VhWU%scFNTu^T1b^9
zz3rX4t>SA22uWSn3`06A3a&1|Ung%pv2o|0ex}LC0|-wc`$oiW)6EntED@T3chJ@Z
zdZ?7{+g<a((Y9O068=KGEe`xyGdj?C@ou|NZ{Pmc<r<}-R>w3jo9*f~m{8Y<W&x<o
zAA`)IV+UGQHLR163~XNXVC{TlVf*)9Jmq0UZ}|H4hO3^v0{ZPxp~NJ9XM<Yj?6B$A
zs73Hm*u!r5_T$r|_S{RTuZgBVB{Rd9o#e{op&6{^_DhTQ3_frsj<C2^W(0O;(VdoP
zVzfM^40-<=w(my|Yd*AFb?>vY2#tGDNhK#zG!ibLRM;1>VC?UB_1Q_Y@18<PTqBY=
zlY23pJkh;T-jq@sZd`WhXD*JeB|Cj)hA)~3jY4eezw)r3M$ft}e#xLbdt%{kTfmig
zB@Ues>QF@$_De6@BDU**JlFk1czlywo<>cHl6_<8Ew8M8trSt>8enYQQz<zh(jCR4
zdEBkycZlS@D#uY(gfCb46%eEPTHKh7-#U<OW4(^$K!jDf=8CZ2_Iuc%I=6gXZ@Fp6
zKuWFNk9I8kM)y^?t#$MFJNDEax7e`gu2)2(GIbX#)nLQDOD_&Jth3P|!p#x#u%yga
z4&U*v->{<^9aBnpcd^tgF&jVdUWG(MMm1{AskMITu*{}+ZtG!K=S4$WVE13@bMU#b
zSfxLj^u}#-b_EUVLNth4$R`Z#`}cJdyoObjY<p)wj!=KNY1nA-#?#le7;IR@qe0XJ
zn>zHj*B(E5i(&N<4QXjni)UhuP`A%NIAU1+qG?%j>Xm0>w}IR}i;MQ#llm(J${GM5
zleQb7S_mGZqcU%1P6qBLK>~16>x1TwAXX{7TN)m|Zog-OVcjH}(Ss<6h1GFz{rxjO
z*tCK~&b2Jy9xG3=#g~O#pm49SDg^rC)GC$#?Kg?!-zB<O1I!Gc>zqsvqr5@PuKj9v
z&HHa1V^}4lxvNHc|J-&P(^gPI#|w?3m7omJ%fLxX9@AC}g_spTc-XE@e_UIy{20R4
zG(T*>O0%rM`}t~xIMVR^9gB;1Cq5K%7H0+nv=NF}8#|-hlF6LmRIt0ZjQjkKEErU2
zy>|6`VC0;uKyEj}N6?8}^Iim1e&J!)JaK7Ki<=S&c_C-El5+fuElmokSSN1HW@UU_
z8vbmjmwui=Y%Xl`U~>hyvuB!_DS`a4tLwb0Uwga8AKzbzN#dY9IR_KR4mER9uQ{Wv
z$IMs%%)R)zm#BB;aELq<4w^jDsj6cbH9n>0kK8`z;r3p>0=t$@I<n~8kvbih=Y&&x
z)#97$51tvUN<<ZMbY!QjpfCwv0jrSG8cip3_&eoEZYH^w)SMhMnTX@Pa;+Xp1<u{M
zk)3{fkYNo(C!m|O;u(ARerx9S7qMxY@a58{9$ZHB7jkxI)9*+qmQOJLQ^YYURQ^(S
z;EsPszLmB3%DI%4o`dambQiUsUN~_6#o6PwhmIWV{4-%LBzD54KL|DLGOV<8DE1$D
zaa*0AzwByQGX(GSbW)qVdK>RqaOlU!sclzA4jhhC%DcP|g18??ICE;0PAG4jJdMMX
z?t?y=-{uiQc5So@qzn@YN$Doee4<&x#ght_HR81f3qFN?dSKv=BY%|O%yxNVaAOb|
z@>B>=KIVrwor0<U{+QA=?(Q&`h;n&A1gaFjKe;e;%J><x^mMoP2h1RJt{E)Qd9woP
zX3`9re$hSEW27cu=eETU%_-v}eEIY=RV8%cvTsinJ(e=pCEK*D=g7a04kJ{q`@MoR
z`yvmK<;0Z-S<hep=tnnfjVBfEk_&;$pUHEu^7SBZWNHZhDfRlO&l9;;b;*T5rcR3U
z#-vu3%Hb;J)UKlo7)%kt=u1xK!9}@{D!B^kUMl4>eEyONAMPDYz08MWcK!x%ENlW-
zsN_&Pp@Y+;Q%ko0vCNDf9eRK~iy!|ud!q+Ttz{qG(Q`=`|48bMYtIr47T}FgTj<>9
zc3=DDu}Or%B|Y}^^;=d!S8mky=dXCSYS~8~!zvwZFsaq%@R)OR#yyl^$U6g?qiTUm
z`C{$4R<(N*L51XSiac<0`XD)4Tg>?YQo#h*u+#gs;j8DSK2I4s+`CR03{Mgshg$Bj
zR}-&VgS9Uo3?veodeO=%n3I@~?}j6#!oDB{$IOyG<IZ0g&)p2JU2qnqF%f&Md=@&T
zST-g$Y4GWF-0XEJ7P3Z#h6*P5rx&>Ps*%XP`-OVrMh&O_{ZFyic6ujDxEo<uI!8xy
zL!1&H^RPQgyqxmuoau&j8<-Tamr#><ZjHf<XE)6<tn$&4rdF;-A3nT(TK_b|swhD8
z<WXLO3L`f@yR--w{aVrEhX9J40+g>z$j0iIA5!(!BXDt6j;2KIMqb~LwCK+na86c_
zrbJES^rFY-m)&-=VbzGnqJ*vF8?}d|cHu5F*H%L&zRJfG(Onlqiw)hq&HgO2t|K<O
zwW1qT42=J@!96|y#V+=mXb`29yQK}Dz9Q8!th&)4ifsS7o)x}-J=3tRjRsM>`^O*m
z{LpLwI^Q4~L}}TPwJW7{-vkq`i2%_(5(5FJ{k?yc>k<F;JUG~+vB;E|?3%keezDP*
zZCI@Yh;{)hL#krA2D7i<1K0Qs0z}(dH4X+nKQ8_Ull6%`$Bd8eHmqI(L`(3vBc-x$
zZ}uCkm?2XeP1}J@_kd_xlp+kBnU}h}$E}7%N2m~T-J^Y<eqXBhKfrQe-nqC3&cAM0
zLj(w43aGH7_2Kn+<IDZi<9=8`Gt{*#a&w77D@Bm3bJFR?R1DmqosYgWa}*;?u5~Om
zJ1QpKiHm<zp@WLbZCiZv+UGE!@zLE^ViB{i{)iJ}F@Z-#gUIw|?9$}*W5&(H1RfL3
zAvJ+_{(bYdjK=Wk-xAHCum5=`^zvxzQcr&B>G)X7Rfdf1)8wj6{QH%zzxnXw8x4!{
z-A4?C;?B!GZeKU@<;ldILbi-L*v6lfW0~1Aq769Bdv%g>*CV^%{PZ9k4T*w)Jmj)^
z+fR=!9<j`@k_CwFhM3YHLM}(d?f&V&gNBt7-3=9H)pYi$!0w3;7?v3gq7E<zjE#HY
zmGp&%l^NZTn)M^zEI)23Ii|9rL6jvhG5k^NYq!N4)_q)shv~RV+zu9pIV}w~e*4t;
zEfvFtj2p@&5Gt5TqV#l1mvH)~Bz+`LIlinFfI%9wukcT}2q<7;a9S8_-??{pW;Hy5
zV`)l16tQxMdH1@^<gnEvPmAM#MtDz^MI@D^)reYhT4_Rjk(hh<J%O4dCPE+GAKj3Q
zAXcG?5Sje!D!v{^%ZDCWg-SSwH>pfH8bn4`sSB&t^_=GL?bNMO6yWgS+n?`wd~!L1
zz54sU33G<DRcD79i(-zvj%}TY?zylr@DPFwM0H=xSIl|y?E0G~-VX(t&&B**9`;Pl
zlL@uLcdElGO^YOfiQzcnv7RWD#nLStN1dj^j;Z?C!`8f9^tnry;b*mdzIyhlPRonD
z7^p(_&h{CJ+G%jAU7IO6TKewrje?t+Ji$%G*U1Q3w=-E_!3z$OPI-@=H%f(#A36Vp
zz`o&;&g5MDDyEW9V91!R0{JcrS~Q5FMF!cs{mqINDFtqSv;0Lxbju6Vnq0T6#)^^E
zW1?6m$3%LqHMt@R{96wzyQ+TbB;%CF?X{M%+Dv+KrN>z}B%}=TA-KEOV{M6+G8t~p
z6koPQgSdP2aWsg)|AB|yKdJRSOG1!%+X<zGK^^YbZk*vMUGlJD4HjdhStkcri`3A3
zLDU4LxT^^5B_&DE;hXaXk<-u`Svbh(Xb`vJ8XFCwXpuv1jf)0RomM@%HD3@#?u2L%
z)sVvCjRtX(>x%|aSX4tv(ID;_;LjICVPVlAiWYgx$|9dZ#4x%+(xO2WxvJ9{(I9Se
z1JNLIXtdN#i3U-VL=4u49xE6PqG(Z_&WQ$*zo^?(*0g94$qo(jMf6ltSQIU`&r(k{
zK?`Q1Qilfx7Ofcs$3F3}S&QGDT&Gh%!}=x~MC?jnab>+<YWH)Q8HV*;G%ac^eDa%J
zrRH@XZ&-(-LEK6;EI>55QVXg$O)OE@MQ>DXkD>6TC3~j@tYq#`<J!YsoU|rU!Xt;p
zIu=cs;J}MG;ISXrar<gi_r9v$;e&4$^g;+iH0?sZaMU|)Sw{Dr{bw0g*=P`@r(bxY
z;yXvm0*k#>*W@bs5`+7($ND>(Tvw04q@mGFiaZ#J@*CO7sG~ANSU4v{Ht8!c&!nQV
z=0;1cqD`*D?p?6x;b$-f_KvH2M}Rvc3OVtzUHCF<M*bA4k(4tTtSMysqK;?MDG0|t
zk;+??lmIJHx?S{NPbMirYSw~)LJlGo0h!r8<n-e%*u2|U%vJ5Xw$iG70sD@}`X^uU
zkvy`7MT00+DbcwvsR<AmbYkyv3vCn&2^dlr@zfQ$T(D1i8{_Dk3a0!qm+vxWRH%c)
zetWaaxk81yaiSIVo%k~r4LuTa{;-6Fe~vwP51di<MK+B^@`#E2^T#~a#Ar?^h4l5o
zhvueKG7NcbNMn(cK^uauU7{K|sj)39x*<8FS_j#;OLUK<S;l(({noTEADhH?i9F!k
zLgzzedXV3gju}0Oi}qmy$_w`P!M39+{*-O7);*1OV_%x3g3ZHZUEl@*T%)Pp$pMox
z=oV0o!kVcy>l$pbtU4$nn)x(k{h}>>Rv9d9WXodlH?LLAn6&i{RpwDv_EVTVDLz`$
zLFp%}K6$Lk#uS77xah>K=W;0|NyN2piA7^2#o%h5D^G@u@RXT)%i%hgNd^1jtuep8
zePE@*u6?oj$2Zn}g}8O0ihQIH(ZnJfk0)$UpLh$g7CKdg7p&-;&khXc;0D0@h6BfU
zf6}YF(+U*f0YlEU)IcDOQpeEUE^)zY-OM_F9jJrc&%2g>wC%u-i8L=<5gAa&c7&Gs
z2r;J|r6U&f@bt=h%vFGs5YaMf%=uO~RJsR+piIxQXvi-iKQ1p=y(t+(z1bdvHEUCO
zbBia$qn-Ct-yT45;aXSnb(J1I!#5pi+zUb_#UM<&U-BUcpFQOu)&u%*u-5#&CHi9%
zUiHzRtKTybE{eJ&GR{GF!6@7`Ri$K7!c(BW3xV{!V8b^|sbB3>n!#SHcxm(Nqd(z8
zQ=f#g0Tn`6!i}iAboYmuLwnZE+=D>ucMjfHetw4uIJpw{G!|1URm4c*q6tN_dg(z0
z5IMIhTBCxU=={Pz2ZkjZ?93}~w5wD4Jz3lA6hky}F(48tYqP$mAzVj|3^sS->YGZh
zgOBQ3GzJj;Xr<5v0}a;yg``8?Ve9nJ-ay@;n;_`6CZzQ74U0a_Oh+E+JI{I#%zTgM
zuIJPL3F=2V*$)aJL_^7y&;u%1wfmZ{%(|Ny?9mDLO&RyYn{sZ2pQd`YB%48`LPE7V
zxU;|uCL?{=kXtt`f4)VormsEG*Fn&yo9W*(9NyV^w88E#*5Tofoi<~{?LHR(BS+lo
zL^wMOoSKH^S!+MLH3zq}ejn!PxzV4iaq5)Z3o7?pGCADcU@bQ;-Fw@hr)Brdo|q4z
zT56tpkrc|?AI#~G#7cacp*4H93l}Wh%j0G}IOkY}TU1}et0Q>iOANvh*OBUVM{Tw)
z;geBy6Kmog%kZ;L&;9IrH74c)NQcy0D+!(oCOqA6so(U-XRmF2sRG0TXrMq)+N4Yy
z*|h0n+bbGuLW_C9hZ;6iq;NfI)gyT4M4MOX<A;)tk26^3$zM!;Wb!<%sE(6rDa*qY
z?X=`h3H_y1spYqRHOyd3Yge-d9mbKyi=ZJwi0jo_cxT#W<Z6E-r~0`M52a~R2({Hy
zkkTFBCKYVxEqnHt^L8@WZ8Ot9owq)la|1sVG08h=Z4meifS1x>mIZ1&6O3HyxIjgb
zCpvMxW0Eziv0~4~v^EBt)gbk)^NZU-I$V8l!KgN9f?0Dx7}%*N?wWC9MwCqLZLmEb
z-Z}Ku;LyBqx?mJex`k!Ui^lotvA>=@^IkiHZJ1s4?_X-h<%QD)qj1tI1=bqkos-Vi
z$GSE?^*&x$-gVEkrkPuo<b~4(qi|9ped~3BQzy+Y@!s?j<^Snxu(&5%Pww4quok6n
zX%&7$j9&rp3jaX5`SfTs&9y_PjH8Qi!&H8#dz_m8@+SqOaOx*3V!5kNT!>qE|M~}q
zXY?~z=Beb{-&;mEwCsDFgp&g@7mUJ5k2qK_MbkO_!}O|Mamd0>WPLHrSL6-gBvlzP
zH(W3Z=SjjT><P0qXy65lxwp&gx;5(?>SLB=U=V<_02qa{B&{{vN+9h{6Cy$w#A<`9
zzVc(1y~Oc}WO+nGn#mGO!K;SKQA7My3wl8(qLEe~t*y|x<;~EuS><;O+ebHMU9-&v
zqY%?-X|*FloKjpW?&n_)_JYQE8W)r+jbD@(P8W>Asda3u<7tg+%8sfu^w^&sc5LXy
z<x_T715Ux|f?yQRr9`KYTo*j<)qS}t(E8*POMw$`q_|h&A6_ugt^-El)X$;V*JG&?
z>;G!6$B!Sxnsac~;ya&Oa2s$6$rU(Z!{z~_aBd|!g_MaPi6#WEya)2$*eq#B&!HJy
zA26VqKzZSYSNJ~we)&EPPHhl@ChQ9y28g@3afE{k+o22>lh`b7=g)_bU1EMlIK-3m
z4iq4ufXa#hs%-V+0^@*}#|P?pTP5k5A<hn}ovd_`$%(O>Xe)>86nHl%DF-Pd={ad_
zcdLD$e9b`7MHQ|7f-ViOcAGN2gkt=6)DT{urwp84Z$u-mN~#g6WDSUJM0H;H<9_kX
zvetvo5jb5i3TJte0RAXXtV05X$HehCg_6Q1G{RKa-g5_x!by7}tC65n?}0vB_gCG2
zzN}}kd9(W7b)i^5uOr<6AF5_ss{9=)Fohc@=tKbsRD*=T8pIpqPd4#_%_*I=f48rj
z!HWOAb9p`Q6ig+-n1WywPI?kXEN;##;6=&~e=4>7D1-exad?Z}-_at_huU>s0e8VD
zoO-%BaaO*#=8@Xp;3{?EhQ8&0KS?-U*UDWm3g>%7XEV`v3Su#-z;h;}+qPJP)DiN7
zW`y4BHSS@*0CpXvXUI&xu0bHB!FA**z*pjAxV(b2;VS^2YF}@~og3xWY*7E^v$0X$
zGQCY7c276-sSD?m!=`n?D4g1`h;_W)v-8z|YoGcW<GJnm<`YKWJQg_Zt%No{Trdjf
zkHjag>S7(+t<>_}D&Ml~0fXJVxy>`zE!+c~wv0Rha!o4O^KTtb-)RI5_Qb-cp3CvC
zr>(>(;`CnJ<HUZ{erhX|_IeFzqeKOJ_=atv;2#SNHoEnLfn~mrwVB+Gb|9sDAmgm<
zmT~apV*0)Z_xz5V{L3FKl3C*hWL%J{x*F9gi^L9i&`iz^P-pKCT=i7Hsh%~0c<&q^
z_R{UkkL<%XbHa0z+FzJDP4Ut}iwj2Kq&<|?H5#Xgo~;Tax%-xl2`k|ou^JMLa}Imk
z9c<J1rONO@od135u1UBB(^!CLrK!S{Zml=y-znu95#!wVK)9bDm!u=o7KK}aA)zXn
z$n(oH*Wm?3MAiZdeb-S#waR>5q5lc&{D13QeAB?(OMGb}8$H~gs#gs9eO3}4jHA~W
z;rWeFq~g}c5s&@;+9}G^<GL<DZ%^^-dgdgE3EmPzy1R5dx~<7^E_PzyfXjO_WSiK`
zw+y2}lQo9;6YE%n#9DH~!`A0)=^6iEU%sExQ@er7jl-WJOA5A0hg&KKZb0WsC=@+z
zeBH76yH9Vk{=kbc4mHt4sR`T`f*(Yv33?GN=+qOAg+m?U9=ZG0;qM&l!w1jBAaMf~
z4*T##;&@4~H`6~2%b>HH!fwE&HyH>84d%XFBnLQ%$KF%CUFi&f7K~6?_|7aprA4x4
zM08l5Kq$KeSX~}!jn(o^L&gq%W!8&#e0*6H3mN8%;3OfqdO=i+tUS=6flMH|+CuZx
zHp{f23r{<8jLHw1>v|w-y9Uw>v<YPSGid}1z#>~UW55X6s+N9X!{BO>{GgSAs5Cn%
zc<0>^38vr`{%XYNSjyuFPn<&rgi*Ch#$&AVs1|Ob7E+@5=7Lu(Xo{TkS3O@SulEw)
z&H}ah2T+S1J7rv1ZR)f$S&)!R!$Jj9VPC@d3VRd@26eK85P$Sihop&%P6(o2aL<g3
zwQBv#wTK?QHfrinN?0**ycobySa1gpA1fZ*i<m_35H(aVq0BMEJ5T%L-Gux8f|7B_
zMf(WM$f#^j%Yw0MF%`!S2tE=Y-|N2W;c*V9ir*Fc!@Ybs^Xh2O?@zmuj%rd|s1@4>
z6WeLW$se`?<7t@0Sjht_b+R(cGR1ht5eyY}*ANmU&seOqXsHu>fLxiUESIyvO9I3#
zPCmPxY*6z+s?1py`L!dIiwj2e=NwFeP-*mM8e$>&ON*Kd>I6sn8)wN_zye@^*?rT&
zmzYEvkc2c;0ba>$x+^LyJvb=)5PN8SXMaup=DuxzAc=wepc(okYK18hCRDBuF5HZ?
z(+{A7xm1w~`vBfCwLyjJ979}#r4!?D15^r??2FSUJTw7Jt?>W6P<cSr2Pnt^ZQ-R<
zB_`hQOUG*}WeI*Jkt`<WW|?PgGc8mEZ<ghf63?#<QXPkC6pCe;R7A^E9SV&Ol^Teb
zhMC3d=r=mV=x)&gerV@gfLrtsWvIjmejy31XoV_IL)94_c=A8J0xfS`@Fxm<Sv;ZS
zpVVr_5%%K+ad^C-cb~p!{z+mC6>9NNA8T-qK?IX4I#iwyrOc&|idxIK=q6#!LM7{0
zsy-245Sr%H(0qKeJD)Ls85UOtNu~~sn=<M8{@gUxdZ2}Cxl+eRUjEQ%vdCY>pBUz^
z|A;4m#Le|mNUHV6=DB+o#u+llo)&&J_O1KYJ^oYY3wh+&Q^S^c&5r{v&itFtX6j5h
zlQ>ukwg5IaeBzNf37JyHO1DXu4tBitS{SUQsn>Zf9zyM$^H`UGFakt~*&8yW*#%P9
zB${I0G!@{amV|B+q#~~5M9T3yS6})8QW+}M19KI2sz)rNt~zS0#3}e0GCN)Kj?Od+
zydWc5Ry+2PN@u89tvn;bDm|SqtAR!M8~)I&rhq0`ySRM;t(}?V7mj)|>wc%+Q^7<Y
z8W_+b9v8+pq)tmw0dG{}#UmRp89)VKlyV%VxF@0qcaZpN9-1DSR(z+!RI($HEUHeF
zHQmG|)m~DvRKThiGDYNQp^~d4+yBe1(^H#YV?^|?c>(xj_c)o6X1ZFe<V_HWm}Xi*
zNF(|Vq~V&>_4YIr>h4a*i7{U_^YT;V3)Q1Th5}rXx20OOXmU8$L}iJ|53<A_22_|7
zJy=gC*f@v|SlLK%i3u1nZ)7F)9yJXd)wUj^;_>L#g!m#PO=N6<#brGPO%;LD1tW2q
zD}fICXCetJa0cIP@OG%M7d9kRY}~K()A64)ATe-Xa>Y(c#sdYp9AwSl4*-XX11spD
zUW?^T9L!(vu<ftRuXQw3lBD2CG-O^TGRk>@i3j!sL5Fk6QV)ttLlg{MgHD<q;Jye|
zCVoPTA(aBsO$3pf9RrFJaHtyU#JGQF-@0y8NrQ!Itljq0?NzwTff#E3Lamk-@()de
zLDXIE`QnJBU;OyHhyC2X>T9iE_=6j=yw)*Zi*JVfX@1&A6;Mktnrd0kqKIha{iQY9
zytM9b56dlIX4%BUNc(6HHXj&^94!&}UGNHjaWbV!fD``AsS(ns+}uJ*{sj4OT}E@k
zD70+}ZK;%?H1*9J@dsY8Q+t1$-LFblgEg;G?1jg=VaIKIEee7GV)tDnZ(<;jt=t1#
zYlNzyE69eQg4?D3WV!Q1$FzlUL-xG4Zd#1Q81iG5g-4tt1z#*rh?AEemTQwE?fnSD
zpAU4q81%i8R+JRL!Y7Dc7}OdpK0XF>mqgRxf*~HbHvgH~v`}$76$p^ll7u=jkewRz
zXW<;(Tweivr-D^{^VP>He~-iH8`?h~`(>|NxW%ysmBKwqy~LV9I(d&V{{{KHV8&}}
zh9#!qO!erEM>BTZ(8ZwXLlx+hG88KUQew;vrBQ(jWy`Rf#;scXlpW8f4AtPG9x6qy
zq$F6wu!K6%JbN8KvABmvtlRJku9DolV^N=H@2sxqGHc^!<oKj5A2w!b-ekW&D`I{t
z`4dJ1<-z9!np3DI%oJZbaR+q{P;*q+b|sFkK0cIqY-EQb)T#SOCmbW4P$mU|3w?di
zOO$U$3yp9>;8LyF+n)7U3!{~#+87I&p{Lt~V>1n`302T;G@B%CC0n;wKmBV{=nS!?
zCX>gVsU|oh2rZXlGTI5;Ndr(0?#t=ktR$YfrC`3$yyWBXG7ZKnC?Fbopl`3YYDmSk
zlMJ?O+jT1jw8iu3)&_!!aXj1}^UO<0gZn|{e0_M(+1suwM||Uc+wSB_b!0`A5v2SC
z0`hc<<cSJqeDv*xJ7%MqovnL6^Y^)IE*_-E!^5aQ73^39vBiS$I<`uJ|KA{Q<gz6<
zy#DGp+|W_8&3Zvlo9_hU8ywzJA_;;ETv>$j1N<Uz3lk>~aAl*)4;$Q^457#m`*wYL
zN5jF<Z=*IiHBLi7#VJa$&O<x6VB`>ohY~Mic&uTpxf4EmUa*gwjrz3R8+Rg%#%N#f
z#-2~>Y1S7+gzAvufbfeM!^1%``O`3FQly=s_SZ6vlN1%reB~9?_LbYdMssw98`5l2
zd`>8aW*#Jt8<SM9dQIZ~o?ine?qXV8qf$xfmV^R8oU?otR0?G$63XJ<6pFXh0{D2~
z>&ibhO)?mzeW;Z(jqC_6!y|C^AdY=v%;nf7^MWlHRJ20>#gh%TakVjK@WXT=R)F`T
zql$7wus4t?<y_Y*nltg85p}X~RMvZ5xq992QT4|2di1!mHwC_g0C`i*`)OsQg7xvv
zycpbr+}5|p|9g4h19UOeCXX~oMG8ysW(MsO64Fm`B%M^SQ(fl1IpV4BJxsdeQFSZW
z8lFwkP~A&8o@ZpIf?Dw?B0b6%p)!Qv!$B<FW!77$4iL?3<&hQR5#n1Fu2sII0W8DU
zgJcV@*+aR^!Ib6&TQRO^_OO-9a5z%0$ds{bpMY|CiKBKXpd~F1SNg2g1cdU<X+Ct>
zF3LJ0^wo!ew6+WI7Y(4Kf~|f3wR(L9<DBW4^rl~o=(5zXUKJpEDH`@w)d@A{U<}q)
zu6w4%N7)ji`2nV=Scz;s%pFuzu<nZ|z4-Ws7=zt<`Fz5r_|i&0In;o2o~rGgn2aCf
zwTio7<UF<3QrFfI-LZ}(bn=VyUoKW@K1B5P+UNfo`4G44_@YazSEv+aZ{e{iG3IF!
z94gr2<Ac9R{yPBuomM7!YK_}Su6dpBs7^_YwO!={tZ^n4EM+Fr$JRx}a*NF~9<Nyg
z`C&ieEX-@X#e((~ElaL!Ni03U6ZW;BmP&X{`u_;2k%#+C`UeyPD)SC;sevK@7fw-!
zs9+D>RDJT9ZbJ+<r(C&;BX*~AWyM!%N*f@Z(t3GTm!3;K`)ta%-v6kzcS0GERX)WE
zWavi$VoXXJ%?s9HY4JTLj}JCj*X^E!&mT_L7E6eR=NmCRn$zbWPF%Ts8$!ZHzBA^0
zxDC?eLsI#HL_9!4<@j3c4PtMQ;fr8{+H*>~(fV2NTX#Yjd<PL!!{4naqo)4@q&Dg}
z-((MpAaAUcJ|08l?9z41vKNfK9VA-o+cc^1>l~nQ=Ogi1Ox_bVAEWa}exBl-?PAdJ
z%G@VAP8Mq#dqmInZ;3PC3C?JNdVW@)I!#9*NbHv%S|1;mwgA(-9|kyr3CdX`^O{*l
zITIWM5;8aJ8I*=-)Vtoi-h89%Y{i7Tpq4|Wv8%@;tI)booChEZys(`ExT}5t9UGSq
zp5muUr2QiNKU$FqGT@aI^Y$mzwJ`ZXLM7o{g^DHvMAs4e5o`Fa{kby+)vAf^ea~qx
z2u7~+4!gjKQ_&%AKJCd%f4E@e^x=xkI>?8?5!NAcPF#y)<4+Px-gvpCUgpaIG*l8c
zzODCk-;@_=-loGl15<zZ$R(W|8^XI$0|siP_pljGZ1&{VDobh@)@IRrZN&=jH(Za)
z%T`%DA`Fm|0wkBPP@(RC*pWrTuSkZF`8Z8$VF-n55d2yE)efD)@-EkTWeCyF`M@X!
zQHQNFDDoaiku?(=bZZ$JkC0O}*b+wJq%Dc{Ml?=&sLDDoN?m>5<{}Udmo|05D4b+}
zSv#U}s@zTS7fX$Oa(qMJv~6-da4s0a$@zJna4r`(wI4<8Vnj}*3fgTzZUAc)!8>(;
zw1#b?01x`?6d>A2lj_WVbG`^IJ*R16((FLsKW#@dd`YP|So88bNoYVHx5{y4%g?S@
z)9|emq__FmV`r>U*bv}7?W7#Mw1E2QWE|?QE7Ht*qlZ??ImG8M?>hN}tQAD3^8j2O
zj(y*@&a3rb{vE?!I(pcpxozh_{@EiXSU0OS<uV3MjUsJ1t&O5tJ#Q@YnbMojRX5lt
zBepy~^*~ZyT2XqgS&hT3UqAmsi#+C5#goB?7q=tOWACKW<GU=QWK6=mW0))8Q_z<}
zuRy8ot|nMIIhb(eH&-@|xdKBTicLyKd`1MPgphpdQ42PfIQMpx$8+E*1@dQ_H<9$*
zMSXV;t_u-(<#yum{H|saDJ7ud{=QHNsesL@F%TsxnCHj~16rJqhk99R#h+dGELUvv
zNo_16&b!txvG>4z+G@Y2H7Wf;ERxO(0=4X}pU{6y<4MTsm*M+tNd2r1#8ti>c%60+
zF)*~rA5wxypn~oCwae<?wt$514lP=|@{VUYFE3H+ok2&agc&3g9n2(UCp4aL3Lrav
z`y~IOmrgX}Gmf|MIVcvd73o#nF*8)s6Ok~fu3_zq=C9g`iEy?`njF52!J$J&eylka
zE%Ac2o_*UZgCD>Kyv#qVr~a6@5z_bt$LiRG)Vi_GqcxtuCS>4SQ!A7?wHm4I1&B79
zdcSjM+q`)I`P6gp`!^4)(hWZd&`@b_o;Ka<gGU9*r{nI*g@3nt-<q7PRwj!KLF*^c
zinak=@FYInq8;jycW|+-31;(58W_B!G-rOW@FcW?qoH(PMq;uLce%o8)NCn;uD!e<
zL_p}H6WnPVi(kT&KR|}`5@<f~qy-4xDnkYK++@^`CpAa~TXyH#wK;3xNDD1}??~Mq
z<npv*5(|K#?z$3)(bXw_gzyse2BAKrUvVa6RtEcc!9EKWZU4n{jqyT~b!Nx7+gcEx
z-3JjoPp8?C<`0?fn7I571QqPLip3sH|FME$=U(EkRJja)KMtm8?*EM*BW#Zxz5I<@
z%$R4X<5bxGdfeUdcG-CJ)y@q_QryPqG@q48!Dm1ho=^R%fO!PRy!?B_`mLm1Y)8L_
zBDb%JH$hdtLa5{#b|#ds`QlI&goZZ|`m$c6VWil<=-2_Z0LVtbI*aOA)u^bBB4QD8
z!Bh8KE?SHkdPkj`N3ECV_uuHq0y(s3+cS|A3>B>Y%02Zy+|?1QMdHiz?*9ZanP|T@
z(S5I=n}%O_$-w5uRF4XKz3PB@y{pA-?JJEYMMl-k`9yXzKC{Bzfx@bfKd_d4a>L(r
zMO1vz=gZaIy|*c!zXWg9qvBc=AWNfv{i(~_ipAVwupW(zoJ`#-c4Hj>T^Qt0slMsH
zU~mkU5vTT7(HnB5lr()oGAC%_S0{ME_V~Ad+9rtY!@|SeSL}X>(p8Ht?B`7k=Z~%O
zD24^pk0zjzJ^b0lfgjDf!C*6oFTB`sX`JfzEcDoJ!f`||U5B;{_%In8ycYoiw-*p?
z&x&{`+@$&9?N&?b9ILCa_aY|QOns4vX-32}Da{hT8v|lCzB3^8)6JCnSYV%lU+LTw
zGnF5ene_BD=4?!un+eUS@}s4%d9crKRSZ`7)Tu_rKIAJACvB;2%OWoeFIdN{Cu2S-
z+RR`N#*h5A*hub}=iv7cxPAJggR9i;Sg5y46uH5{zja{OF%aUmIpSH`<y_i2Y|$A7
zUYC}vGCh*v5)`qvF+3Hq$VaT$C3ml+6RDN(PU2B562e&VblA)I17md$4lX?n*YxCv
zlJ&RoGb~5@bWqHesXhy9aY5B(b5<Mb)D0*g!<5&77cA{NUuJx(J_cLe=8JA^9v`Tt
z7B^Jw(Kr7jcq-W36Tf`Wr8wa0l{h<gXTm@=oU{zmaMDY+>MWdw)3NHS#amj(lDP0^
z)HmtqwoM<fh2KV{f^A)VZOavJ;D(FHB3)L~*`4|&#x}f=SlStXV0~U5@W^-H!Dlt+
zuG`O-smq-Pd~Cn8>EvhiO8AIQEf{KZDZCT!aXrb$>}#U49JG3J4z3+1(bbLE@E_DF
zk-^@7{Oqrtdt7g@vnPhK`8`BnHLrMtDprFnnh}`l_o6mj6^OUN@giF0UC0}O<dD^q
zy6HgywrKcfo4y@BJFPRUlJ+l6d$Zmk&6c&KA7V#mirC@;YRDGM^1KG0h7ghdu=UK3
zQLszx&V_FK8cwIB{oi`;$tL$>m2O0IVB0}7ag|e}Vz(Wi%xHjz#g4vsL(x~ci<YxH
zjX><tNgzJ;#UI$&+xJa5-UN30qyKoXX?cJvW?C4-eqvMkK8XFL=-s~9Akp2JII2j6
zzVIU-1jJ;bidGVYBvi9M?97of5Q38tjiL#mpu#?ckBryiD|3D7e~qDj9L1s8<oq!x
zpOx5W7N<GT4XDG5P=w0%%baRjfy@kq1w)xpq91E8b$Z)}Gyknvwg?Uy4}Udza!0NS
zshT+<2GvT9!UHV!T_EzASyZrwo^?OJ+Y3iviPd5j1x~dfWy|Xv<{Lp-XJ{Zfhi+aw
z3}vwfBZy9VT4l}hWW-mIHT&TLKQbf>DJhsqyxj&=yMnAe65-Fj4797gbwZbJ)nTPF
zU!2}wD5w0XzTH}-ZfHsTJ40-mN`qKpsLw(KIgsia;vF2g0H@u1?3LSJX_UvqBl1L=
z$#`A#mnLSIylog1yiV8`(GcWObqbUkOZj0}v(6DMF~cB*fah8LsZh^`vQh_APxWcu
zmIj2HF)3H7H5B6vaLq@FRSl#Br<<3d62o({vvMNOkyH&~$DOBDhBwfYY83C!AN+_T
zZc(8Q;+cG#MS>3}@L~f~^62e4c?;lgg?t=A#}4%+S%HWO%G+5q_lCr{o6e~Ul=d=I
znoflKAkrW$qLLCl`5|ed%p;+)n4~Z;Wi`z!p>-F^pvZ-)t(jCUW~|9itaaBFr{srh
z=5F2@cLRc)$eGVsyP7JL=?`!CKz=bSqBrW)Zp)-C<GYTps78Dz?@ez^9+oK^(=Hs@
zcecOOKSSQmtgNc-;k}`Ghh}u|^Cj*m!I$h~W?p%fq9nVeM`!x18CPD3E~<uNF-Ld+
zmF|e-uB}LN)v!?PW~iK01#xs|*V&<bhckmWGztr7q;3}+K!l?>8o8_*qQKBl%n%XT
zrN>`1fDp$+MLHaMfA|Rn{{V-N6DPD9UL6hBZ~ESad#lB$5g~tIC}xB&>gZ36p!|^X
z^&-KS9PFP#>A%ot%_~8YihX=SkwgwKYzP9G$@YNgI!bZLNCMf+k5s2JrH#OJ8HE>B
z5#gM{ZwhH`t9T|tx_(m)R)!`Dl@N8Wj6^aGLoqa?0iR0>h6=TOMC(=4Ao!9u3G4mJ
zMt-!c0>dX#`tubQvL8aRBVlWiutbyP2&|V}n@1H&fYUI}uB_t^aH=SL9CwZLr~(NS
zK76f<zoRO}d-H?&E11H+5_qxUd38AtS?Lx7=u)%_j)eO%g0o_{^Uz>%RHvG(Gccuh
zPIf@tB+9!(@jovMq_@)Q{5Gl|J2DA3e<B*pcU<nE3gw1ltDf$gaTWC*rFvBzt1(O$
zGsWa#MNLTPsIYJS=CKs4qUyDId&yUgM5d+HTRN4?Nu<_mK$b`uOgoFt*Ku=t1UB%!
zEf&ENr4QwkZIC>wW1b;JU1~`DXlb@C!5_o}oZ^i4a}Vn{zkU0RRh98*18M-RHgRO6
z2D>k`a>~$VjY&I^Ya+Y?1&ITe=6F9X=bBB5l*>=8pVV{UpEUb<o#&`dY=4WAHMsQ?
z1X|=JDlQu_D-!M1M<Y26_C<&g9EO@>5DOjszL-k@!7yskj3;}vJd_n8We_ns5YIP7
zw5+t8JSmVBDLZ_qd|%jEH#uH3TL+xtDR~vED(s=_)oXEiZP$4AW!lFVmU+)kF6^J4
z<mVm~^0A2<E#>8c){oxdi0Ffu3^*T^A7J<0nA%nc>O&=2aabU`e;|kJhFt0f6?)?`
zXG!<;MjdJr=Xu@NNzy9Ix<N<fII2vAYL8_O?^J*G=X}~y<?t=|HB?nr9ytTizSHxg
zJ5tk7Y$Ff+3zZx>BO?(97U*gh`Xd$gCh1E&oLTy<&)>^{!QBIY28bp~8TzY-H2CId
zd==`^IYL05n@~lvoJZje#UN52WkgMHB@FUIzTKy>tHoM=$aKr2!7qynChuu5v-|TW
zKWT$!lm3aOQHAEb+BcMTq*EQ5-;~8XOe%n`49N|FKABRH^@6sVvWm%ldKI{#hk58n
zS_-}-X_A$pC{1y@F>@n{N7*5PK$dP$vswm&u~C1meyYajO^A;~qe<SnP^I3%8JS6u
zb+zOxy)y312fsen^BP6$2gIdu7zhkmE)5D5wi_RNvt2)q|IK$pi~=7(Lk5E}*^l5Y
zKiM?e#84-S>J<DkZ~;W~OlHDk<jsA#c5~_i-3twq*DzGFKi+@J;Y({1{J+rf(xy_c
z3fomozRf8+Dv;*SRJ+Susz!xvjUe@-j6#>y$a@-!^~Q^Bu%=!~fbhF=>zzn5x&JhF
z2u@OIl56*-S`zwy^v1kvO5wrR;s6JT9%v!?bo|bP+A9$odlQMpX~as5fKQGiO{77f
zLU~r%wA<R=IQfyLc+LXwK&s6^6(;+5nMW24JkH0a1X||TqC#cphSiXOPb3f1*Q?a&
zxpi~vMhibKOQcY(@T0&Vs-*oPs;*{@aKhn=rrCSJ3uCs_P<4+{-SQ)FP~>B}QQdzf
zbwVO|s4z8ZQY2ES3>n_4IbBOl51FjSCY7Ivgevs6FT$&udi4~`+-?sW{AJ2HqYj<B
z@J^b$sl9R|5Y}!^&!e8AQwW=4sacW6sa)UG0IW(?PtPhvskkfuH#x+4|0p6MR8BZs
zR6Wg5l{{2BI4nEodLCjg<sYaAfZgHmiRUFo#}5>1yp{_wO79?o@l4WnHQy<%Ui8$Q
z6{j)>WDqdda)W@+yq@?IdlRk!Q>-_wQoLX)8Ner>f4X(uLtN$X3WvzMQ<AoFbluu%
zYDhI~`(H15+^N-7)W!B^cCOmJjo(Syg*L;K>mpPwPUsf0ED&mw<R6M4t%xQ>Po39k
zX;Mc_5@9?ble}1gFVIR~$TI?Vid(!eWbxNQ$eSE05$_M?q(^#!L=W)*-E(!embv46
z9hE~l7vu}=qd<oKHs*(%n<|l>t4%%ZO+75<rAa!*Z{_1n!_HQW`WyU&1@){sq<2f|
zDtcneTjchkR4Mg#&{ISW73wApQ!n7oL*KwJEs=s?<VO-=9(<<qYnyat8!A20ab;7B
zzl!n^^M?lwQYDi@Cqv~_rIB1jXeAYQL>0-iGZt6ef2zEC%SfYE!3W|!fy*BGmXQXL
z&j_$t&yIQQov#|Gw~Qzhl?Qa$X@7ALBObzRtll!xv?wiJYR8`UpT4UaM(V=Ag3rkF
z&QlFZg%-p)WrEkAo{|FpGFgfu9<JYz{-j{RaXlBMX{c;As}bmq08tC-fzQU58E}#N
zIj*D5btnE-=F3NNynjlLiPHk^M0P9_!YV=dp~$jTRK38YIVeEzy7jbaBj<fzhMStr
z2|ooq+4!wUTd`mT#Vg;(C5Erdu<vQj)SZ@Mt>hc?q9s}kzfUc4hc2(7wVK=oFcIR1
zZcv6eAl2Pa$C5HAYt5C;b&8qchvwU;c{p~s<4`v)PqEc`ILIAJ<c=Zu3URnnnv<F4
zPac>V?VOcb+wSNp+Hmoj%cy3Ru_JGS{)VavW)HyY;o`DPE`Ac~LrttE72|4{Km8+X
zoA=YeS0L>{7)J6}q`(V3k5#a6<v&0B_JQGzNbyj+;>ulRIEB+7q7jv&o82J8I`RC*
z5W#CYbhD_i-|jf)Vf7bI==^Z*jaXqXbSQYbsHc~3;s^f}wtbiw<{)53SUs5ly_1q~
zun@3DSa2#>*>tf_FX>8?$^eKp#jUR)VPbRJ6f^;RJJCml%7bGkn&Ric!_gGax*IA#
zVAQA){p3~-74=FdFX^#|K5X_tt3O(i=|C03=YTd;rH_wKG>jL#d2-{VCxe*GksBwf
zZFZq<mV<*e2X_Z7%m*@=wf0fNB~r82qT%B8R#3f4Sou-|$=K=jPEQX^<8?J>gs}q)
zSE^H4mr|aF>e}MvPmcFxGCy#PL{0+4SNRgTBGS`G%`j;|NIVp!iBOMtq^_CKJB30$
zoC7122hzpVIeX~(YqyqFr1J}rRVkYRjkS<b$uX@71ob#z5Y6)g2Hx}8q&`aaPQ)c$
z-l8T{wfJr0!(EF$3g5^ua0x_dtZJ(%PTq?VQ8xo9+<`{1Bu$*r@k3BWyA6~(rOLY{
zN3CKN4QqtJO8aeb!A|<X*t)|HAJ6E}iLlZ+h}E7rRK+V?u7NbuKY+jJN;_mtcGSj#
zYjIwCGxfBpqc&`fEO^x;*NG^V`61~7svdrqx>UhYeGm^I(acb0l6)6pjZO9`BD;cp
z`q)Q2TaE+Bu0Ux02BO%vmp6X5<>m_>mbvEpoW(2p$PNovZi&A9v0rpjJEfE$3l}?&
zkRU3}(=liZzW-o$p1o7T*L}u`4<_GTMy1i$sKwpokcXXLbm!4ZU8|7F>3D@Ihn8X7
z`^)xIq*a8<XhNN(LLZC?`C9F<bMS|~1agM>A#VSc#&wxXUH|-c#R%fZtuzLM0fK1?
z3(<s6I2#KBoEee6Ac<AAgHf13!gH90zoIxo_To`esr&Tulb2TERlCsuRus<%JFDtW
zsr6^x(^G!zHK2rgMNeCWLOf1-*n8J6?^^Bgj)q02K^RrN#Z_}dICqHkmX}5~7e%OI
z-}C^IAh3a$s6OHU%O#dkVaLA0ktsZm)rn=i>Ite!M|*xd>kwMhT~>}t`5~({pe~p9
za%H9~YBN~H%E}z{vSJTnbNL}=24aVjm7_qfm|}cjCy8tPC)N83bVhGcq24@Wn--+M
zG3}XZhDC|gKzA1cp~Bv`<M!9kAD5?3Y)enBTMR(9=gd~ds6uDMys$5t{fvxa)xRt{
zK8CxLDJ&&SLxgQEykWGzQceOraze}Dv8{PaH)S+$SDScCHO<+?+lpKqQ7v0l)eDZY
z^Tp-EKRoiO2tDY^uO)IN)~2rTYnf!rTK|Hb=!U*NpdP7y{r2qF%;y?_m@A&1IdFe?
z;W`j6hv!niOOM9idefiK3jIZhlQM<n2Z+ibR?Z~3sN_|(RG;Ywkyk}Y@yp})-drJt
zj}5Q8ibSJ~t{c&!;1r%Flpknu3bklai>0(S3pXPwDJQYI`p15*_Cdwq$(A%QRL6{?
zmMX|PN(!UrtK+;zzT&7^AhkFXN&o($g&+vzVKRa+HLwwP>H_U_Q~l4l_0*E3zi_Vz
zRTM7~lm+2X{_Us}m8lad<?o$~_HKOX8N3^90T{f|)Vg$<3JszqoD#_*#UO>~#aeIE
zFi>G%{6-E?84NSaY9NHEfa&iJAQD?SpphS{ZF(0)L=eS>|3Y`n8TbQx=;)}UR<|Yw
zi!EED=ku$O!59O{BaX@wd~Z$y2eqnF_g(M`|6K%6$u!X|O|rTdAzh^kzoy5j;au<v
z{}+UxhegKnyd1n>6RMQE-**<Fiu>8yyLtr1A*hNDR1v;P_cZc>Q8?EUPKvjT2nI8*
z|9(@YC;A%ftMjLOOqf3%IID9pa0HCGU=&Vrh+2&WP94}K9E^x)Yu>ub$NdjvX`BVX
zD4hH(jYp8iS~W>zsIae*);3tTErX_gb#R0lJL?)WZ`I*^C<tERZwGX^UFr2tA*nRq
zLl=0#8aC^3>7gn$@W931%s<-IN2V34E=OAsj6%y7Vu(8~I;3)OF9J4NRM<NuT=){E
zQAJIAH=>==d0<Y_PF}pyAY6f1j&qyNne{-`KRs48F(i7AQm@?Z%A<~Azb+QXA5{Ep
zE@7-Cz$r9}$44=FN07;D8W8;ZX_`NP;zA=w-aZO76shu{L?W^PYB^WNh+LT?u+?`Z
z5>n~5h&Pn!r!zHOpID>1Dircr6*b9EGVCe9_nTtVDU2DMF$vfADMYL{73|X+Qx}XH
zqX03)7A=0$g$g#QY5lj#E<=W$M-Lxwe`z(Y`N{CJCPXI{YS*tGXR%J>&k>qXxiW=z
z{?Q|kjx`ox;=&bqlCisAy>P}Ok90MN@;}RGv#lGW8&cjbnIlggbHx$4RM-Y4#6!3(
z@J6eB%%vL=V+RMh+*Zr<VS1d^d%Hr~e)YIdAjFR5Ybl4g?ntUDf-l19w8vvd*6;JU
zUyWA{$;3<U7tPh6$^dLDB*tC$NbnsE$&qls!=(m5Mit9PwlwQxDh5{V>vKIqOUo*A
zSvRE4a-;&6mXiiin;=2=FIuii<X~wai9j;Wd$B`^HMf?73ZjC=EeihCyb<!s3^?}K
zu>QY~=U1Hg3dMs9kR%GTk^*5UNV=eUO5`d1k}dL%i0nDlTMRrp9U;ISI`$nNI8ImT
zD9aFV>ZolOjKcXmbpfglxrEcXs?%F&F_L)I`|#l6Pb7Uww>SS0<D|`OvD?5IlJwSD
z#bdb4XcJy!aY0_8S$D>sD}L=!k5x&4X!BK#lbA8TX%6!|2Mr0{$=c6noom!-K!U-_
zcG&r5&*f>FwVFjS=9kb8ykM6a&~ktaY70)+>mOg&XGjhm1!j{9wsOPD&!=Q!?X0+9
z)Zqh{N2$9X=1;_Rd;LBV3wSEnzzvU&nv>KVf!Fqj;(7rvitBU<)IE~5Ds9-gXBx=7
zX<M*Jh2xYi+ht0r13z&y^peLm8^UKvVKk<$^ve4Ehxt1YqTlJQf$XgnsbsElx#Q+)
zX~g)<z?D<-iH6C!W;LZsb*Ao${iP^gG8%KdLU3uKPgP<Va;phIpa|$>pBHTDr*j9q
zdmGa1Z?3wyM8c&$hSf!gh8|QwDQ?pURa{4NG)%p(Nhom_57l_VhJN$z>w8zhq8n53
zvAc)--4?yKm+W+cp@Ox(^`X6${eZb+z+H83{h}>xVtCi+{!XZ(*PCGlkpCK44*k(N
z&%{E9&==`HvD%>yI+aU2phEp(Z~HcoDXv#moz0%!aGEX_)@+Jmj96Nm5IQRC695D;
z3B9pQOEr0F#KInH_Q1DEH@xlU+Ze1w?Sx%;;s^|=&G{a_gK##-x3Z4yYpb;l+ng}z
z-9KKitt-BM>Wxnu8SK6Zi-%QBZ;xXbj)e!I3&+QW<!?>6VQ5k01=v|O?!^T)4Xcg-
zX`+aiG^_YOs~!gl#}P;ieA}mpr)83vi@JX_8rF3L@4WLV6gGmm<;C7v)&lf9VhCI?
zYRZtcE2m*c>MRv3ZG3R?{YP*?sCbKM7naw!2|Vk>hn4@F4~)XeZ$<FS39<avh`2g3
zu1uFNcBJ99*=v6se=KIRA2@BBjc%6Y1EX-#Bop%`md`9Py@WjqbN|g(_RinBEm6_w
zXji2uNS^ofXHTpjhcgl06@EEQ+)xvHzOn|Zxv{LZb@fepPU&eH>zJk@L<ZSZPkhy<
z(<e{U>rdASoO&v|U{qK1-Hlj&ZA0AMh`aZZ9#1`j*MxfBfBAH^>ya<bqVN$6qjrvp
zWI1qU2+ba2SVIJeUKYfBg#S;1V6xFAfbby{p^E)@8g%lO&?Oo2y){v?DTHLR#}39n
zOY@Yfnsi7H*Q>ZdATSK@r^5pmQC(O|@KH;rgS7v&wIqo9#KT5>vg)qRMPN9PdIc6P
z{Zy#b3%1QwOojAm5Ovk>;jcHm{oRsshP6O&L3c&bB3<0lMATSR0?ncOe>&g4Hu6VY
z5VUl`Kf+BVPCMaq%3y0symS$#X^TWdx<~5dRhfuOqG=IR9;eh2)_OD=L^@4WB$3<D
zRDSU}PyKnQ+aL`6GtpQC-{DnLaT3o)gQ$kYNNn*~&*u$-vu)X;wI&)ws(Rao-sG`f
z5+ItpvNGE+@q@7~CL*rkm3*;C23c$K1yLfkUV!A%7*V16${Kdv*SzC~hK4kq^%yCm
zR~#GZGk+~Fa%hyd#cf@SP9tDMB%Q^M(>_|&SOk?w+A?@u*X4ijhY|6)AXgi9!V>!q
z!f^W4`XxWXD)N;8i6-}b54(Hs=Wncks)!-Yc+FiUyCS}}k~)Rae31q|lTrE7jMucN
zjma}bM>M!;S3Se}Gv5J_4{lls&;=3GUWwF<JMR7SQvJU?*7@ijiP?y=H?cxt2Sm=E
z2rP=bKel^xZL=3K?QNSln!7k}6;EdrH>}Ii4GCHxyQSW$IqaT5$vmF+l?uT=N&A?T
z9CvS$*9|ubli`ZP15)sQJKckMP$6Hnv&zKqzUTo|eW_78p}cYOv|hmV{pi?mDv9t7
zsLMXvIXR|PaaeS9E<e7!(>}a7DOVHvIUg9cn#=$btm}yr&K0UjoqzA0_xCk;o9^PM
zEt9H`0#19e)hm<>M&Z=gfMdgJiO#k}XZs2F?62=b#vPGz_(tHgS5o>p9~g!69-`AW
z3b-Ld1ydIs@48r}dvdkWn$7}X6wW6Jr)}|m2az(VU?+x6dkSyQ8SL@8t=~TJfWt{e
zx!_GI*u%d!f3Dp7fRPdEvMWufyHpflXKDvhtQAXkW_Ln)HfjFuwrOzbtr<Dvky+oi
z*Im)<Y4GP)EnB^bMSg4W^Lu}~(8`eJAKAm<AT_&VZ>yY6*WwQ6Q{^69GWOS6+7|hi
zdMkEJuA_LwR|%iTIk<c5J%e_IsR%j=qd0iTfioA)3#F>&v{cRHrPU^T0gnx1yGzNh
z3qYlsrW?anR}>Ijy}gka;_PG)O*9t^fKfQ<wzSn=;M6pToIR&JDi2g17P1RQ;T(v4
zX($GHWO>dwlAu#G-0}!keGrej6AR->lavo206qgD3`zFQFYN%3Yp;rBLPd&9wx(0X
zN=Pb_gd|2hn87Qq4aE^!Dzs1vBn!!@S&!=SJDzxv8(B1Qf12(J@JCkRuF!eQ%4}Ua
zd{G7tX5|Me(@7Z5!w{<ApPuT=L9WQ4ynU)wn%cI=55*mx`LYx|qE<S>Xfc#@v?I=U
z#JLANZ1O`{v;`oRR+zSEl`zT=>uDNb=P7|?hGLJkQGjSH0tEY1`Qcu8-B@h@nT{fn
z^Fc*q$yHT@NGjDym|V$pr$s}K_!svYBKhpz<ko@vMW#2<tqPQ|tmOwuBj3Vb19+Tw
zW%$w{5gB}A4c-+{Qw=TUU$9z=$)w>MRoGcA@fS)>ygXsWE1y@w1T`?^5jb5i3MWxx
z^&<FK2Mxl@b<xB2wg}h!W_&;8{WseXJl%+l!0&=r_`4Ilo%})5EX_x?HJN4gj;7fK
zqi|{(oHQS*wfdvqZ!2N2-V?{IKh%V_$o95dx9fsYIMYBUvKUjI%w#?$P8UlAZ`2)a
zx%tbZ9T$vh=Loe^a+rVGD0&3loej`2A>bE+A_1S9kV>FJ%@y?lyce#EjwW&B)puq<
z;sNOPdKLB&&VJyzJuUF`l9(uGJdtZl19i|sDTVE0mTW7+7esjSK}H>?OM51T(}c=s
z{-W<%19!e{&y1rrko~22k;<)Z`GfY_E*U<|AAo3Uu*3bD{qWTQxZ+9(F^r?GP+@Pe
zaVm0p%#d5FjA?FIC-CP84vLKh@?{8-MfCF%(M%Q@;*h^!;EuNQ8<wbUST96_sC;bl
ztrP2*0MR-nu^43)!yDuKPL)f(yH8UCjG%SOyiBp@)sTK6K=E|r&8(rmOfv-$Mih6|
zg!)2-S{j)|Wc?mZh1ho^Lyd43BCvy=n2f+8(!ZfELgm8)_E0oOl#^`M;&&(4=~SKD
zHx;2}cwVkhalCl}|79$BgsEWP^vW9i#GeE382Y#Y{u|~YSvY$3DbY>I#Y5E*v;;?n
zH`QdRUV7XP$vV?1&v8}iJQZyCA8Vg1wFgNw`dl8is^1Q;VofTo?4@}!I}#LBqKBS&
z!4_6rnO1#$9FqNXsZp(jUnfUiPL;~=N=SNOQLKF~QA35=zq7NZcj4B*YEb7c)N@Z5
zem}~7?qxOF3{`-cKuHube3^*wpbUAbAe|TLb{gCFbNugtmbD<Qcam0i4xb8lPzMHO
zqsK-mIJq1nGOS57X(qp@56Tjd5QnZsM@NEb=@<CmZjeW?z}GJtUu3?tyko&9`|#3L
zAi?H9bc1@oD%M0CY*svQx!Y%t;x(TJ(R~y;1sgySmh+Rx`Z$_XqW6ekl8K_MQPEh`
z;gvdTTY|xj;J3QVBDipv@9~DmkkA5Ks6?vpk2x0%we=Sbi<c{TfO;nq<nl=DjSEi5
zK?$Lvxk&;gq)MIr32pKR8GTeS{5e2iFp7#n$E^chSM7Jj$G4nNnr`8(R5=!Yz@$_p
z+sUBTC}Ro}DPW4>`SmyUj=y`Hhflai(VXzR^2IfVC#DnG>EgC`om;gGyxylhUk87_
z?glzMIF25f7UdDH1<M01c##1(hobJ07#y)yCV#k#6pzq8%3n9;pCaSejKM`N7sr)d
zb^W-<z9?>r^n=9l@GL@86Gg<jDGVVvLS<6bS=JapM=(}hXAtefF>y;Yh}z6cp`aCp
zniYW*6{DM#QpLs{DV2SDvwyH1b2Y03S-xxTZdP4eldHaJb`Qo*9?)w`L+tRdstUI+
z(#+aqa(T2yi*6MFFY%j{ofg7~l$hDxY2u|r@HLlsOoj5Bs5n1bzq#axNk;fMIE7c8
zCkrVSiJdt-QA3Hhkn4tWt|sQ$oEXL}(y-ma%>`clL#kei4p<X$nIvLdU6oYt=*=O?
zy(ZKrD(oX7`1a&zQ=iTP)Z7Hd;Q%ZNv73HxmWgzDDanxwr>vsts<wzg%TJtl@=w5j
z4<FUO`#Nn}aT)@WLNHFAxnLAd+RVWfpOu3M8a_m-|IRkV(K^zA3c3CPZ6rsx;ew$y
zxMB!{C83h^+yL!9W6g8r!3Zi?k>6JK?OtpoB73JF>XZ6^tbKQ2mBrGxLP8B4X(~;6
zQ2_;PIRXJi=|xb`7*ZY%gd}VdDN)3N0%FI43P!<e2SgA=MeK?d0fmE#D3$<%h=tDg
zo1JH8pL6zb-uLspf86z4GSBSn?Ck99?9A+dQf;T}y;z6&HS+gjKXZZJ-^EKuRLuh{
zON2&-_cO7~UsEk)dU!gg8X1^sS(X4sa9Xhpn!hGS!WZMe<Kc8*ghg~!5UEI2=_pYt
zS!V?5#vAp^t;I82z{4|S$y4`!KVm61>*fH)^me52P$O9`-jr!CTrhEN>yVm(aRbB-
zN3`9VX1#8>sm3`_s)w4yZm#1B^YcdY3r{L`+f1Y0sF5>|*MHpD@=H(dMCQ*O=r8;z
z$x_OoY?TSUJhW(v&UCOOFxPQP<+_I<`EDhBR~=!Qe2rwjwBwU6udOrl&awM0r5)i;
ze58hw?$Yj=;8+Fx_s(PQ{CPqTv9#mRvhKBW?yj~+XMTJ@Bh+ExwNQ=?4v4~x+%!Ba
zMGswomzDvtSDWA^kn;qQ(*@*28l`(kEGkT&Sey?ng!Ce~fOB>HGhr#EPN=b_-Omqq
z*c0m9UutF9am!x&Q2C2CzLL>G?yf9|Y;+Uv`}ywhgsbG%$&$+;@Rm=XH@EeQ*Skrk
zv~_04?aG=f=AZrgZ&zb#{-?YmzcNF57_U?n>B=Cn5@Wf|`x9!MHUFpK>%(ddmE2eh
z!bFy)dMju3%`4v#xq>7WQ6elutueIL)fI+Z8d7h?f=EZ7jHolb^0f%6e<v11Iy(1-
z{jauYFfyb*Iw8oFyMO9fZJCZE-Uy&DU0g*P^zffjMLJ7369rtx+8i=F9+AODbDKQ9
z;I%HOe;nHlgW$l-H!3*(P-thAjEMPp{M7eunN+@ONNr&dYsAXzMsBZAnA{Q|<g<>F
zR{?qUE3dFebDTVXhy@WNmb2QyIMQ-a?3WRlz;sm=Mp+byuzzv4rUyQ2+?ZClJ~J+(
z2Vko7ruVl8;S?U7vMh+(tQtA^mT-6ZszwUFs+)#-QdFjd{;R@cP#sy<R*J*wCWn{*
zw6fQkDBK^*B*`S){K}^XKifDcWDcYDD%_-Tc{N{tXu{JkBKGJ{#u8_(o!#Yw{$qdZ
zL4+Ovka~pVqT&ebOPp(KX%lICeadsa@@{J%Qf~q_ifICJJf}g&zx!Vs=M-!?<eRGM
ztynAqa`>OmXYFrQEJ?j_XyIcYDzy0inK&c7Yg3O`KYX|qjj%07Se8R-OS|rp$_CMI
zDnul2etNl2&RBh{&XACzO!g?*W4d5&)w}<`DWQ)h6UNSjkvgUPZogE5B~!k*u42k>
z|1>G0FD@c3rx2HGP^~4D=YT8}`-<6q%2JGH?|yinE<FZ>R4UVB?Nmvxc<|kY3kII)
znZrfd6ErF~w}^Zlokoqn*Zl<Yw+%Xwd%Dg`)Mt@~IJFz_H2Rbp@#1<1W<7J}j2Coq
zpl!gz8*xj<9?NcM=Ce~@>wL|#9dQH6^u`&|XP>|G=9)Pup5ptEZKo1uv7%r5cDKJ4
zlFM6*g%>752A(^8dA0lgY(hL8fv(D^ra`1?kG#V0u>29>ye^$FdP|=e4a0t4w_|pX
zuK4Uwvsj~HY*A4G&f1iJhl4jZf$-KOAg$a>{}X4$*_}p+<-`@8A$l9&!>h=#ShIir
z)NpQYM(|rZ3XyTn6>LItN8d(q*JjeljrB`|YHm-ud>pKz*a={}7^MtC^Un3UTm-}E
zb_OZMe|Vb~acs6?N58!MF(E}Y&!c2q93h;bM7EXAF)LdPERm|04(s1f()<D@8BfYw
zbDe>xhtZ7LPJqzI*Nb{R>dR#c>|(ccFsDgUO}y<-eAlzua3Vy5Ydgt5Xxkucd0XMO
zj8pqHe(qM-NkEICS(b}N&-r}GKOGvvl=9Ef_VP?(2WrlmGjh{6qqP6+FbO^W2fMDg
z08jkj@eFhHD;q|<y&FAwHNI#*{o)h^XYLzQ;q$f=xC}3y#T5Cl)F7tDI<D3{SH13r
z@8KD^<iSr~dj0w8B*xTJm@Z8tb*P3rQsIyjm#&|8;Elq{-padMwYhs00^vs1+t+j3
z%_kFk^yiI9vs9;Ky4>unFg-8>7e;U)FdN`0GF7f%JvWYB2pDFDu2!ro+=p{8nK<d;
z^1m3BCQwY6l5&96(!-(5znj8{N8pBWtFKelN}aPECFN<vLu%yZI6u*0FZpsP$Vz*s
z;VmhI2M+J9=^}H)88Z*T_h~td0$$dAMe~n*QloZAb!FCD54Y5H=Iu(?(m6)mP^M_4
zvd?;LDBIL8zD78h>X}+OsypMg<V)1CaX5hdVE|HPG$$2QMz}CL`g|<bw{f7T3mK_h
zHtg2IbTP5tYaf*s$u|gVGVy?(N1}8H&WVuf-{wb&x`(k^>EpZZU(CfgLi6V`h@DYc
z3+9KSI(kvcLM$!wL(OB54#Z7r{7narP~#C*k1~kmtidnOHoKga!-M&u<};QS)Dbnl
zQ$6rZES*QGBBd&%^{aP7<d6|OH6C9ZVEvgNC73OOFI$8^(|gK@b%8rBn?mIieJA})
zrbSYpFB7@acX3`pICFfi&XW(GuSFB_<i4x@Hk#H~iD3Uq&yLN3mp&gRWl>c>DTv4Z
zpqp^srt`9HycW&2_DY!no%GX(b>EnOS10X~(EZ#&vcu^Bx)46410?uP`lEs<oPAJe
zvJdQM9G%fD<Q-phPos}Eo`K{2f09UK0;nArL9O#Zn-Y9*2plhh$l?Y%Sf{1M8Kz-U
z<L#R|^_7v2;ts<A`!gSYoT$YpQSRR)Jp^XbtWw|7;pg5pceEa;u5&D)YgD*^PR+^T
z4%8zxet~yH5Ph)rflKZy2~d>)hDItHUfrul8qlEpOgrw5O(;=`T7<qJd{z*|uxG#R
zj#M|(NSvb*=r{{95`{&yj!ElM^<q2X)k@KN-!~mUqBD|_oa+SEM=<z|L(Wv4vE;Jc
z!c;TWqJ#zCp~Fb!Tvd!D5URJH950a9?CEhBA*PoxX<SC|UvMNfhKF((!9ze)t}zZx
ze54(M`Pjy!JG?R^_#kWJ@Jft%LzK%a{tG-xOjN1p`S7Epzx-?aZlu4c@w1`cF=<in
zXdR-(>weM+mD4l3AWlYkR01NwS282?m3ondvXpwE#uG0emnAE+z0fP4c=U#P(e=9%
zd?S5)85oI$Hv^WDm#D==N6^9KzzEI_adC>qG(Y0tG=CD8qu|^az^Qj)%?lO<IKoY}
z_h_61D1L5%5uC&?wS@U=amo|*=Ax*?C<#kL(0DU99{vTLexyxL`c|MvH8AqJk~f~`
z#99%&<PoiH`VqQz(1%r!PNuTyB>;+2ik%v)aoMO0dA|sY+-VBHOE(rinDH#jnCJHk
zIGUI8)LYUW7{SRYEg%FmTX<($<KT2)1Sj!Py%d-xLhRQ9!kxj=(d&ktHm0K9NHyP+
zXd|tH2aMnwCF>MYYe_Nh;mK#x4SlAT$97}Xq<8<<=e_>b+$y#k%C3u4ifhk1A4w<l
zk$OdU67CHHNH^Z9H{T6^xv~#l_ZeMK;l?)+-|?)!FO8*6DvD8^=o{%{5cN?JP1GD1
zed^as-HCbqCw7bBIlz(8%)J`SQ{Ms{XPeGwOE0J2TaCO8+pSK#gu1<rr{0RIoRaz7
z8+2>L)sh*UA70VOB$NbIhe}5+yHq;LU6?}*RjXnrV9XWYrTrMfMNz*ix9_{O{&ji+
zv}^GIg-_I`XT;1qbm_UMjY?;RFtF&xYxi}_Khv7wfvH*9cU@e6>=-)v>94=X6sy(D
zLo0*gF63$^JLycN!B44z&Z_eDxTo^z^^5Su;HYlA7p`4W^^tveChg)OX}1l3eJ~wQ
z^=DU*BeOPtrfk7DqR~!-7$NqI$zQLcudC}f>5z(=N&Zi|{;CJ6b>l5~qR#xapCc!7
z*3l)m9$#~<oWR3$uvPbKW(Jm+nQ5ua8%NSu`QeRa^L(y5hbBEtO1H=yQVxhYJ+u(X
z6v;6^NYeH}#KUAjMpB9?W(F$NulShYL+R)R{h`j#)uC@VcLdK2q6W<m33ao`&7b^x
z=vO74AzYp8tqS_!OvYAM{9oPJ4SvJn_rG3nB_hsLA@Mk9b(+(izftPCQAxm1M)6A=
z#1`~38nZ2G52VY}z!P`L;d|@iAE@yPe)#LTZ4ZV+-lrd2_3PftUefD9f}Yf6nw&t;
zQ=`Z0%$YlBV95JoX2*wzUOkEyfCe80NHv<Nr)Uih*)Zu2-dTf&TzhiA^8{Qksd0?m
zUgLJ2H)DOpR!E4=95gy@UGmi=_!|2J!kEY4<QnEH&AtnE9WJ;B?=Ln$PDTAeOSQbp
z5lcNy@WJy;xjl`0_dE&Fbw}?g?R5V$cveo8YMg<C$-?TlJ&^rlO2{+5K}99#F(nkS
z#T9?dyA2*QTe~o**YH+=Ah+6&8^AY}@UI+;QepA-&EcyMga1f=myd@{x`0M@7G|)l
zFPcc@A=zH`<UY9>RC(UUDYLDE&^fkLP#UuY2mxXp1?Ih2&t!c7?<Yj*ThJzvO624o
zKD=)lzOgqwQtHQqE5RGvG}Z~Fy|Mo5Ug>lrN8d-PQ02X$IM5Z7&LPK~ZoHS$u9)y!
z7o-O-EcZ#X0iT>j!`nq<Pz{Ypm0|sc+M1`<<7eLS@HlctznM#4l|4g!)kw!@@X+JQ
ztRfvG8mzd-9w9tgy5P@-&$oH?7-h@oPhX)=tI?-DP>#`jSRG_2YW!E$s)am`ZlpR#
zOlf<fRQK5*x2}kF<37t80-@SOpRzrUk~Lh6tDgBZOgD0oii3(3nSW8NmZE2T+S5<S
zy+=Yp(iExKyKgUgG7z7XQZLl_?l+h_CMO95>QCq%AyT1tU#cb*^@SKAPq+Ew#wV-o
zB3|e(?gqX{rQUc-fSw)3H};l_4S*e~9!HYt3iC6Gh9%TXQm=u%2Sp7;+-oM^3VjfK
z*=y7X;0F@Cl}o8OY?9IdPo>tBcGM)32t^ZQRG>HP$gLxv99iD3<tJ$Fo<sxPX<bO1
zZHN$8u8MLV*7Ao06Rdm2`@^wRZ*fNZYESINU9cYr-I+#8jh|MH%!5@|W<37X7iZdT
zDNEi2ncHr~!)bote9YY@fT3+htEF#f!3;nXHI%)Z*K}P!9|aw{t)E{{jp~7+I5-^`
z!Krha{p1_%&8NoO@bPz*dK~>NRelIgtH;c_LJk<u{%><>@}^KF7}8(rd+Lo-|52dV
z{4msosg}A)4YC@@IRfAjdFEmQ7=u$;KV48Ds$70yY3@2atJ~_P*Q+({j2aQHKs3Di
zyVDkLN)35S=HK%6;p8jg2*gaUa_4gG@c7+;Wm7veKZ|W3t=-8FubLB?$>E%Hpzf*h
z?t8fOw)~6<A+NMk_q~hS-K;lI4PTR15?lfNz9~5}Z81c%w!J?;`stCYhg?hhqW<V(
zC<iKVl+RT{8llfHHKKF8?{gk}c28IRn4JD%J$-=(a4A59Jc(aIu65(}es#;cd1<+L
zqi<WM3;%vuUzzGpD7OmdCKPf-a0)$}o1_|%WKttBtlnF<k6wNMywgD1p+>R0LpYCu
zI*aI%ZY{3l%>`x`Vi7fdk`(ld(MjeOyafpjHDb_sRhMqrI_ZkjXz96^A%$=P`{7K~
z+kEPQ{V`=z3Dqu4i1%peLyx|?zDG!Ylz^W*@fQvys**loeEOI$VwhoP>n~358Ht#D
zrhWqgEL7@&;X8Jk@kVGa3O0PV=4k%b7cbXyt>No}EIi$0QmgPZErrZdctV1&rMFW0
zx`qxCFHA4W$9S`F?nqV$kUvQ`URIa&ojN^@=hM^P9QEGq)0#uL_YieSiC_f((}cgG
ze}e<*t&jQFjmITXyP+~y&K5k$+)qYSb_w;}4h=*q0lf6Fl=`R-Z!aEorE5B!c$HC*
zUgSIAAzFNqCkoy#DVZ#NhG|~0cl*-~@zih1B=}N#e~)@kAzw2b$H<5yS4#Ln{G)FC
zKya{+Bf?LyU4BX**3lp4!Wpj+7Kp0{JTCzKrf<Ivfz94;UCXcRTMDDl{4nCR+kWm(
zxqPnlzD13{29QO>i-8MgXt|;8)j^uc<gyQlL%KWmsUySVzzus=Pj~>=nd$(~_7E^b
zeUHXZ?mLv~+c8MS{)<75;y;QSZ*|T?b>ID|qeUa^BC^#Hf=>>RIc?50%N~3hHtHwe
zf4A$ZPLwC=<FrF@U<4;kp88wkEc=3na*Svg`T8ZhKUxNd$7648J1ggMK5y%xUjcYL
z;6btuF(%*>d?7syr7tRl3n_dj&%*@My3vjI*e^exTV)Y~8%?}KiK-4Ek3#%)<tYQ+
z&8-vizNtEK@RwutLob>Vdil{mTm<Nt_1dP-?#Qcz{iNpF`UT(D(3XKvu1<ox0Nk^5
zZ<w}XdDi1NwC8N^)AEbg9s~Ev5lnDw4h)S=t7N(@QP1*>SWAK}&i(fJCemwjh`D#7
zLG3qPovmXyuPJ9`HkE2^{;dn8ye2>=-M>QJvk?)dix1s+k$Ows`QauMTQNUMR87s*
zL@<JL8R5JXyak)ccGZo4&-fQ?vQYzuo|5$!&b*8>5sct`4LIpiX+rjdF^H?w$8@{t
zaELiJ9rL3^Z6}rncV73x^GvW3AT5Zk)QC%3ewcVV>)2t-G7y(-@}6R`z{O^KZ713R
z5zc7rA<XVE;@Sq<pzBeYYdUW^73OUxah(oYpgto!&60@w`so|p_*&!qkXP@D8Hm;3
z6bgdZcDY(e@IfaXd*BdtWt>XBWm-n^rz%0d{YxrbJnk=Ucx*#8#FjdCxCyZLpVdP}
zFlSmCRM}j;&u;k04Xn#haY(Yyaw#2i{#R?kFS~}d5V%ELQT6q{Zx=zwu4&!0TeU|!
zi{Y<N@#-VZxj+r&884nOGG|nM6qtPDf;($e&(K?l=Crj7gJ%y1USzl#tp)!|$y$V5
zj--9a+kA9Q<b~mVpgtTXIWU5=HR1F<!N1VVQzO>6{D@W`%_O4{Rr{%4WKPr8xd@Jo
zN@+}hO?oFwSN*^ovm@gBQq&@vecM+X-`Spn5&1z3b{+B2^=G{7@$}5ozy1Ot#gqpD
z5iBM7qQ(~E-81mvpHoT@a_OfS+QX(i43=~MvcqY^M%cO3^+HdDIhLI{K0OCUHBu7_
zbzqOLL7<zgel%}Pc~c%c`c3-*ltJwHha4E;LLYDeR-C?#pb#GYU_0>Zm?>(!o--R=
z@X*8Xl5h!hSaDeJT81v5Z`ppC5S|R{nr!j}A4;e6p{mJyk%c$(doOfd^!Eo%JH#7^
z6o)reDcnP+d40}b+6XLmmNqLwlsnxwDF2Du)>W~rA4fy-FK6<yC+Q->G^xaH&%Dy&
zwI6WR)%yq19lmqqbzo%B3uw?fP$M~fC7r~m@pi6DS^NC#?2z|NLDI8zFBk`$RrCg&
z2u5&zOyr(o?bke{yQSj|>Edjnyc<zYjlYyoG}9F3GjSGytZ}}#M=?wD!|=@tzO#V{
zAr(j)H{it-3y%OpbGuVwwvz-fg0lhbC&_v=*bZu8sJiiMAfdb%YnG}yqpm6uKryna
z8X73g1n|@Y*+fdmLsci!eGFVp^whnF6HItER<mxr0WU3|f6~UrI9K~WqHS6-Y^AcQ
z{7{F94@vqJAbtu+{7UAB`a^?+DL_{@{(TZOHD4^%7sIXWASMu5iROG^4r$3@3a!<R
z*Zt%RN3OUE_UiOwoif*6IsiiC+rR+v4=@#0Kico6iOC_4qef6H%%|aXLPL%BaBtOX
zetCGB*L9eadiK5j?6RN|E$|9VfEi0sbWyeu7dHJf)%)X>FUP<9QctTNti%VM{SLfL
z_;b`tJ>!WkD9kR-%J+??=q~r)v|-||7AWdcHuv6lzc~)ylTk^!mP~!NV6FM)z)P3p
zxllV;ZpkoU>mWR|(N_mYBZP=+-1h}Pn}d;2Mh5TaxVScVMJDUWindhNEv;5%?lnK*
zeF^8H#8@bvdBjb%;g0N%#25IxO@UMGxF;tT=j0=qj<<=hLJqn<yr<EeQ)8>Yu@w@b
zn>_vL0E{?Nldt5EA&!twoFeluK8o_vjkn_F-<K6Egc;rSmc?C)o`f6HH#wgq^wjv*
zu!!JX*x~E0P3NB*QpLo{;65lZxgRb*)^P7;ybD(uk_M0#goPR@vEkd38&l0whL(|R
zX}*hxX|J2SX84@|anfVNEogc)i6FKkQ#;p&AMN37+kzM)O=4x-gazry6vRGJHUjKV
z)|a29n#2Ixkx_`YqghFsFKNUVYJ8Xa=eD|^2<>{Bq@M{sIUI(kUpL;lx2_qu^s1te
zccd|uMVbkrbxxB5_k6ki`re&UX>omaNow6bNLfHv(3UMp5mDof!jqeIm*V_=-tbC)
zr9R%1oP1hl2I8;q78yO1V+GE-KP9#LyvYS`WzK@ld@8R+J1o8$#M3>d$_A9N#y_3#
z*U*Jk$QR;k<D{^{Xm#UVxZ#0@(?>u*%{#XB)Xp162x-sLr`3INrkAbw(Nh}?&sN<|
zBr<F%Ox=F3ek@LRN|ofzl{UW5rZrGXQ$US8ZY0qhh8H)`XEnG(Y`NLUAkb+!pU|h&
z$OD9a24fAObs2r?FTGqO31r|RJ?;zLIANLn)^vLj=G;)rn^kbd-m|CElgHl0iZ$sg
z>U6dwDuF#=YP?x14%9vAM}&9oU4GBj*&{<j72SbG>hXXy=JcRi&>u4fzPJE}z6;B>
z-n#Z8!Eg`yic~gpKu*Ljfm1i$;t4-ZUsVC8tyzOcZTa(xF7nZr^idu8h~i<=i}RS5
z_Ve(S|KRl<L~B;MZ0&;VPweMq^tn-EItGFc*bwLEXvEa`ucn+6^4=V=X7Zp%E|IQl
zQy~wL8F=9EP7l5;2cmW3eLQ{S)>k*7QpVvrmroz`slGJUGSdT56Ok%Zn^<Jj-tOMB
zuKXpdZp4Y`c+oSLkDqKgoKp#3)lKI>1}q{JgRow=Wl)Oz+!L2zMI9WjUe`eAU1dGi
z;XjE;YP_n=I^FTeLELP2d+*05uS&}bnbou<1>IF**DhV}g|9{zy7Ah!U3$`gQZ5X6
zcMmOU@zC)>(#4W$_@)*HMd{FFXJlkzTfjwM+505dso=Jk-u_6@Lru;IdB2`{=Ak7G
z&X*4RR@dVjt6!8uj3%w%{M;<^c_k@&sz5hht;5eg*l;W6^4E{<S+i)4&VbQe_2~P`
z6EY^F>T{NU3eTz)qeuNxsz1^pT7Pt24dBIe(2inHL{~Q`>;2m_cxz@n5#BK%t%}e%
zwWbBP2QgL-5xmx`YYhA*yW}>2W6H=s>&LBRQ8h0flD!b-edT+TSiuDf^#MtjgZl;Z
z1cS-mRs7oT#z)6}iHZ=7>Q}!t>tqUgcC@64TKC^kKmo@N;66raH)t-0crtFU_2s|5
ziQszx^6RU;y4!$}c=l&)YhRslN633Cx8J;<j@%W`NPM<!oe#UN&I)<IlsvKZKO3^+
z7>VzfZ+Y$Koo_=RbG57=4&Oe@8i_kdvsLy>$AnSdP48p8nMnY#2@@8Jjf_4;`D7Se
z8i^S-vMu^a0PpFz6wT9`7?*Jx*lUVvn{Mg;-aKTgnI9#pD&tH5BOB^LqM<gLD8sgE
z_SN^j`fEEJe7{+I;cpMX?WEEer?o5{7{aN~7W;`#eHFp}*6@!|INoo2Ykf7o$t0Nh
z<65q1vF$<NJPtsN-TGv6F0T0Wz}JUa7-Ol|0S2zOxS`3Q-6MXV2rWEt_mQqm?vv9(
z*t&&-Zr=0z4!EiHOzfO5g+e`VDNkwij&0z;U?}b#8r5Z2+4O=o=e|_X`3e*v)Pg3D
z8gaY%$G*4WEp3l~#~>5HP;aNj-q_JSn%*7IUs*ruKri;-(D*?jl%6y{NU|=$JaN8q
zvi>}ZzXnjgpgE&2blyj#f(~t?b6^|HjBfliBWQKw3pZ}^fH!|s)tA5cEDS=-%e+1v
zI@v2y8BeU`nV`AJq>HKX%R}J`fG1tQajZ#s2Y-!J(YC$+RUl4*^&!sHY#8g8di9Vq
zvGQ?e=0|M>`EC5U;@CA@`i(xRz+48KtXh+!iLrQvO_aT+`qNTCVR(G58?W7u+q}`;
z;hP+=^4<}1(y1`~V7*)t!3a)rAYi;y7=*_gL~WkO@mda^GGpMa*Th5ZzzAw$r5d2g
z4e(IxP!mjAq6TVm147DwDovGCA%8@Huq07zTq){ft*G=2Qi=6QT|I+j=Z(omI7^m4
zwg4S+<S;+t(80&IskUN=ONWSr`60u<oRk|coA5LEuWr24_e?98cV-Am#{XfK4PUK2
z0-nKWuy?4(AO7k;FTK$Uc8&kT$j{3pKUGZ8BvczqD!Yvq>PRrt*953>#=?Y`lzow?
zN=u6x|MD9*P<$QUNvkr=z<NMKF#@^Sd30qG{vMmXZoF-}SRniz*ZjG9=YP&4e~0gL
zvAe8PAmtt5FWS{L+Am0Yb(CFF*;Pd8D58{~dPY%GQ+`Wbp`{^w9tk)#UaL0e9A8i!
zuHlncE$mxZj3+?-!JJ8YnHq2BHw%9o&=G^#JN%0)tB&kOmd70G<4!b(5)^vH7|GNB
zF3k@$-aBm@oPX*=2(M{A<H!v)>!b=>%AO>);5LcsYQSdIw@GJ`h*RU=MBtTma}-0t
zBo^xgFd{2Y5O4I{Cx-`}4O*!2Muxh6boYVmkk|du&3Dc$%+u}`eW^%y^lBeI0__yL
zryH;TFH>6Wd=2LQzR_(@S+E^>#m?+V;1s`Zc`()Nac9;dUZU|TJa*ah@2^Bm%fzMK
zI<;txvKd$LjND8!LXFq`o*mEJw-P5Fc55~WnMo@m5Nf=oMX48Feh*wl{H_Z?{7I`x
z2WM)$8Bh0F5czy$$Q!h%bozZyX9%m66_w=hL@XoS*c<B8YrpvMwnDn-_HibFF)S{7
zfu^rQMgg`1y6(RZcDio79b@l$;YeqkH~y+JyrlWOfk5le+#*`R)c8^Du=z|@f$8~h
zRiL59Ydq|S^WQ(^l91OfyV5HsoiV_U<_^qLq!O%IHn5Y!r_hYm$GOBC|KXVx&ptI1
zm*`)wed+C)W6`(oK(uDb3qQ{PHN9Jpkk@A2-f68;h8f#1uw`%&BrGCRYaQaR*PM0_
z59R5zJI11;%m4oI(Vn>5zHV2a@buAi5Yga7sT#xJ<!EvJPJ`ca`QkU8s}8#;r6jU_
z$wybo$jZJ4PhHDk^RCt}R(=`w+o-#qcyaEMb1^6?J{)BWI51|O6vg^dOcS}(F;CtQ
zkU@=C<JSkh{PPQu2I~J1&6x%4<}_mY#tIoeWb?x?<rD(v;Nx&hTKLp>&y_y8bHw>j
z%;tv=UUrNI`52}QYwfE`08Wj!Yr^JH`4<<2<cAL)E(hu7*&fTUzw2F_8sA37`N*h7
z^G#LrO)-kvATcG}izI{^@6D;LdKce{TOjkpd_!4&k)*=xY^oU+dt?jTH49_yu#>|B
z>i|DB-r`=7@jst?dB`ib?t!ysg@=pu>s^AkieWo{Yj=D_>yW2Px_2A>NGDm#X|yv?
z<2C%K@e?_h!q9E`{0GhdC^uMSM0vz*&A#LS`=<Z3Du2ZQM4LVT>+(A5ylLpxU&|Yb
z#ngDscBY>6Y=6M?`}X`rZ{$oPrA}fRz8X@A`!9B17=MiQT8i~xc6P%8JvWNVWx{Nx
zxEKzO;RJmwZa(~_Xf>-lYE3*wh!KU|TH`Lkm(ml>s0wpWy-1Bv<DK5v3;i=2hxj!e
zkN*B}D`fflqYgZv;=l;b#(Kt!vUN4H-Ed2UsqrdYG`sC3E7RbLcrpLA_Vq5aGx#-0
z5jFBOsaIp-m}6_J+8I2hB0#8-P;*~%_mCM3lccF}JeCs*+GjXy@C=?<7(WvuEliwM
z6Ex27Dfq1$ub}%y=M9^GmU%p;yYMFwjPQqya5ac=Qh-^Q8gIko&4)JEK@!f0UEvND
zmQ(1jFKG#21g8#EOD5mgL?|PjHbRZJ|BrUfs(%Rg){NX5o$BTc5~c^dnBw=AVy1q_
zWcr7x@ozSP=Jzezre$9?$TFSGJ2irtPCAX}aee>6JC3J~3VF-wXWx6%L#SM522+vd
zno>QytcU9?|7iPAoChv^>EY&89tyeIcg3c^*KVG3kwqipC92dA-EG+qP<*TahCh>c
z=CN094|#*XtaeRuPwLjU(#Vul1%US)7{N))RgLGN#IDjWOv2(uD?bTf1m`?b0hJMX
z=eq)fC({M(wsoof1k9j%<!>DN@)+{-IQx$SBbce$mb%O`p5x5gKYdZlU*1J5@X?ds
zo0i<<3E*_%wHz42*&CP?IR{{?7v|;{QMM69Yqp?Wg&O~`j+YNiWIpX{)_Cn8aToN!
zZdP$7)mBYU=KzfSG2;+e8x?|)05Q?ig5-o^9aT&Gf=r)}@#@Cw{PWP<iJf8Hm+Tn#
zX3bBL@B%_~CRs!Bq1NVDg+M(lN<~;o<Dka7W#*K_4H_VRp6i_837dY@LsGaE^+1jH
zTf@nVmiE9dvGlE!ua`eIoW$LAbxg|67>}q*a&_o<5@;t<*l`ACa@I-|T^)m(1TZxC
zNtldqbAU!FaDA94v{HQ7B;u9$p9IJVcHzKF7X`#$pX@YZ5H<dbXxmfeM~S*GNt10Q
zp3nRn?W!<^m+Z*Qf!D9a%_m<yG94D^pCW7)=|_Lp?3GcWZ^$!0O4JJ7Z6IsZ{7GPB
zC@;`ZI5$d<f`=l9c=N;HOavo1f2SF!Sdd?!egDCXV2)73v#I7)O`3v7No42KvOK5-
zDv(p?z@ra0Dm>knC|uK$Q0ep@e|9YAO^AS<ooC}X#)`(G%quz936Y+YmL#1)v2bGs
z=VH83AnaFIXZ#B5^u9QiG{t%hGg3Yyi;}zTlp90F_sXtFrImR-3G=DM7Cn|A2@X85
z{sBxnKlSX7-ClJ|Je~PLY$y0|PnxRaoN#t-7DkZZ3)6!RnlrL*ef?a)14_>Ppb_XE
z+R})t<4Pt!lj>J$TMJz!_*A+g;?#{`1DIt=<ENK?FaZMlHM4YAk3)Q*hUs3x9g*{y
zbdy2d_#t>t(rTv0lN=}WLq;@`cvdBy-$TH?1xAzLGwFstQ!{up7G6^J%nR+(P5*M}
zrV_tGokRDh);8n$$KGlbq?%56gA-`VlE^!aLWhn}d=QfluG(2JRV6%r*@pA#HCIn%
zI`rf3nvMh?Nhi0{VEsI#vq&(h@g6<nw#hfvN2x6HqeS%~LXz~KPXHr0r!e3Bgi4T-
z90&#Cs6W(!S@_W44l9@Ay<H=KRB{r04CkRzbPWA>z47V#dE<_Nk6VjY|M2hyAvKfv
zXoo1(y|}!rE*q}dLW9F4R*uS_3O^dj92`gKRNMx`q2Mr%5aTlkx~RSS_crHu>lrdD
zFGSy?Y6os+W2ll!6hjVI8u92=Fy?P#s;mG=t~EcleTKFxHCd#KaHP@lpN?Y<>U>45
z9%F=9Ys3&l@$>M1@t4G{D0y<elWC#v)V(a%c9ojS_WtR756r(iVrA5U5u9H!Eqcyy
z49u7iH3lgzV19@?s|%*`QVy;K118T&OFxH+_V&<FQES107uu~{I52|K(hyu<X2bLA
zX>Yguus9tU!AUZ#<}i;fJZH>8wq~U4*z(h;5R6t|4<vvQoK1vRK{_S2%KRvC*M#|#
zXMPAy(iLh}ES;uGi^tnfmw0qKFoLrk;q+C>SmFaUZgi8Vk_0e<lhCQVm`=N@L>FIK
zv+k^+{~+Sd@G}97;G_ku?v5S1i4gOPn~_VvnIi{AaMB*2ZjYr?@`zh>Q4^Q6M!c-i
zb>(QY#Z_?z0u9K>2yPnASJKOH^a6hiD$nTM`ML~x*uySm<M9r-zHcUyf=kSS5#$sf
z0ks0;w3=gav+oXdKg^F3<={4d5*Wcv8@{@Q*<<NFYjn!S2ALJ$&I&(K`PF}r-(^%>
zI$2YCrw`KZzzhC;M0;&|sU7ahNm{v6sbIR5wNVk0x4!-4CEtJ8{}@)bKf?)Nq>JO!
zMRlGr-A_JpvxBywb4MlUThJy$jlUQI_gI3yyo@+GU_Wq_9Nr%>KT6d7Jfl|7&7TBD
zaFURzxv@fN!Zp3WuY2Hlq-rZG=oY5~BRK8M1eFnQp5Gw6Y~L>}k$7csS_S982+qd>
zW4G|m@k;oa07h_9X%J&8T6lAy^f%S_tq3H55u8in;*@J*^CJ$O=1&qCAUIdV#mROf
zVr$KhI5^Fp1V(U@C9iJcdAH;0I<bC*^~d2no}BaTBcIpJwyW(=z(<m(h!Ippf)Atv
z`asQ#?Lbt^yvc);e`^xx;AiTfvJ^-~FLp_o8+^}u>6$B4Iw~Cd1$M18ns|J_&h!{-
zL=j^3NGu@|Et~gApPsMWPTot3PmAi7brm8AIAJhew{f$y%3ubob!Z|Lk+Q1GKm=8=
zR2wuqE~zyA4PDGeYKIFs<qw&{rbuFt<$Q|AV?w5H>=*QPco>d~cv?VLgDomXPzcnt
zDRP?|9#6TLcH(%Yy>6w4CQgV@^x{;M871)MI857=?)FmZ_LS&u{ba@XJsJ$sqkfAB
zwbBf+=-6idiESoX8Kz?$EJ)RBQT<kr7v}o}8F5tKGLuG<432lnS?1uN2TpWyb8u(j
z^@&hpLy@6BtbP5J!-ZzlL9HjN+6Y{UdYpJ0oC^m=F#igXM66AA5fz?GR&!~Kq(&Z+
zk{>i3+Wj{lccuEwfT95zSs4WgPDE!3zLd_&k@V@!-P9@zO08_%;&w1RqyTaF=<<B!
zVE1n46X}XRQ7^EJS$Ok0jsL(lZN7_`R|#MQ=XzRjHIWI1$DcCt^72uKgkofavSey?
zd3@4hZ-W-%x>U6bVHEHHAXXqa?c!?UyYXKsL_&Y^4=$3`lGwR4E)(CJ{#JX7H2jyi
zqm48Vh$|g4iwp6NTo$s@^YHjHFZ(Epr7)p6BnnIH3UOeBCG?6UGWYEY8AD;zwjZkw
zjxTum+Kc+)wsX?>c_|<4uMBnQvpxZg^g}8@mGX32cqv%Lj*Z{!bS8iioTSavf>@kV
zo1b;(xAAZ~FoKgbhFTbllV1+48uCmCb)2y~FoKgbh<Yl3lVsJK{(Sr4Bh!(QzV5Pb
zx9z-)uGJlWa){mE=5=@de4>_=wvenyHLcA8n#eMZABq6M2DuPpD|Q6M-qa@W*8lL;
zp0OP(fS4zV;G}?>bzlVNAGo)SB<aTrlhs#brcxs@r}D$>V&N2882XGC?0}U);I7-O
zqpeta#w%*qId2juGi!bbJ%1BD6|rVAigPJ`)_x;9qxk_xH;*#`jNm<{$2lJHXF&QO
zX<BNejH3LIjZeSPx-7N>v%^T(p;{aZBD<0K;gTt-FXo3@8jHm+#^n$xGuBK&?r_cz
z3L$gQ*KsTz2d4ug+_96ItQL?EP$Mo&&p2d-;|X8{r=9sAolmCbWxW%^4Zn9z|1RC1
zg7eZyt6c%i6+Ats26t>e`=i4Y>#mnhH(ELs;oi*6$c#34-g$TGu^Ls8hh-`+2pP28
z)XT));KnUlb=t!XS}k6K6>R!wNjq$1QL0f}x$~9uau!imMf<<-U=$Jtf@3zb?4Qq;
zVQyCOeA_XzPzNfpo9VM4EE12HMe~T=e7aEYwNy6jq&(CU3ha({X~-KD=0_X>F@KWF
z4H+MCUcDO2MU(&KSK~SuZ(t6L;Ivz8aAx?>hng$>w?CG9&DnJzAdVNtff1ZEdunwo
zohBj9tDpljC|u3K>A(=qo5_;V))n?ElAso}IH>XD)!7%D--p7pKWNX6hOeRzQxh`6
zbQ6%^1L=T1P-~cI3(uA3kRx$?Tk{^}zCZ`+CXf?_(}5A3b;xWh-)rEAD54#$5~m)f
z14B4Jg0d{zfN{h5ls&nCYF6cDP%W3hp@U8M1F2qx_lK{2cxG)7{2@MzT0stsK^|^Q
zI(Z$z2a_f~cwe2|xMEVsoAcDdNi*gl&DAF+d<j4!Rq?WEULi^_bG}p>%?>r5^PTiV
z->J8m*%toqaa-?r=T8(u>t1KWjFCq<ot6e2ewg~Hlm&B+Uem>35_}|`&`0Xs*iPgw
z$UMU(gZYU%sTi*h=NsvRzESVR?*o2=hvrloU#SZ@Mt1@*if-{67#PAi5>Vl5N#3s{
z_~0b)Jrmx&;5BksU*l<blJ`jEJhIAj@fdVeFV0uei(VxkFy&UgrM>v>Lp!#jq{Nh4
zXZ>}g3GA3>S?<(YfU36$K6tKj;01pHapq|rg~iWW826s$2Ydn$l_;F%PXa?YHMx4$
zTM~Rw378^`-lXt58R3f$Xqs)nNRt!S`N^J~ok>N0T9C+6BLy7=7xlfG{;Z2f{leq1
z@UQ><TFx^UBZqD8{?A6-xSI6CF@g!=bYKk5GV-lNlKN7{UvNMy8cU7iU@0{EEwM-)
z7(x0HA+6SH=oKSS{*y}7>363s$&x8xe#F6U{v`QN278#EwTo2miN|z`;-hEHwc2cu
zc-hq@-hnabIa<t_;exR(D=j;S+M#QHUV6o)b$5ZwAF(9bVL32_^Hy3)(~>}Pt@Nyn
zDTV1{vT=INPM?ykefDWIvDAoBAU{AgzQsHyfRP^jJA2(jI4>P3l}H>6I*^SYNgPVF
ztcW;%=mW3i>g0L2=8&yO!37jbWIb=r=cecIjWiu7%Ah~TlYah1ezJnRn2K>bYECR{
zx5Zo;e1{34bXRnMT8DliPvbd}XMla)g(=*H9`n`si^8Z3E#%oqCvifscVWG@iDYzY
z1N9c<hTN>MANXgj$~1g8+Jtp&l3*Prc8q;uBf<>xdg8oq!0kNAGn(cOR=A~ucQ(b6
zBYsWehmgskf@}uAjf@e^ZSEh{*UV2#f`mdD55AD_1~C-b>&(!pRHcs|(T?H|cYt&s
zo|Z+JvCZ6rC4!ew;0nVff<a)a8hk>;ZV=&@fC-%KIB=sT5;GtF;)%CEsHeAiJuUMf
zP2{@C%l5SE#*)Fh8o?!;k6lKt8~w>M<n^mW5;K)<XoC8XM}?R!a}{Bhn$7uQfv=2o
zG+jQwmUcA@DJsHKXvr|AQO{g1m8h-Eu@)rb)W{jm>DGc6ev8XbI7SbCMk>>A5Ve2`
z!a;S-2Ky%aP*fa^=fDVNEAqj>FA<<=x7~E0%4v8{!7#}V+JO<A4Yl!0+9ZllS$F0~
z974^XJo7`4PDug_DimpvjY8|3n&O~!U<B<NLR+J6VScX+Bp+pEsI*wJ9qktfzXK!q
z?HUg9S5y|S4SGu3*Y}pc4vgUZmS|2QX^3Kk1UQ=?aR@bk^2`rGYL!{g>@#abs`?0_
zX(ZXyh(HUB;5?rkqLoMx9AZr<lsFjT5bMAQ;@4?;BN|6P@(w0gVnjO{8zK(D4vgR>
zwV}S@<=sM-u4w2^#YbKra5t6ucMKv2#^7Y@t|gE~O_n^RxBA-ES9QONf<YXc!hs>2
zZv#`=N;Hw=tl|m!1v^VAuSvwTa`_TUKK(h?baP;U_0U;P$}xgLI~HVQjz=-|!qHR(
zAuGFR^tgh|yrRhzY^mLZ&Zt;s;R56u0!P6qXH*Uhjp}t`b}$mujwwcWq39%({3e3e
znIHO49@Os+yx`X-vK-<^a4pK+3@_p>8h;EuLHsN|FptgEG|2gg$oZWbjXns@!^IV&
zxpfwD$oUvaF{NjH_p2Q@?*@Sylr(Nl*Kb<C=47K#Zm=ik1L=th%|$BFVZ9jB86}6j
zOV2j;@@&l5uJ~J507eiKC2BXXm$@{2YP?&f{l05`_ClnF&HJO-GmZFN3eBQ71RfVw
zCx#dNV~Fsoy@&U@Y|tQ;Peo0FJD+36$61#SjNsPc9*zVXH>aOVc_5wyJ1~TEEe%H}
zmpX1DQ{u-rsQv`bUt)RezzELqwD+f6(zA1yPMza0LAD9=BMuYHpQ1u?G{NziF#YzU
z2WvG#AP39(N%54E149IFCnjLdB;4MLGfxD9toeC8iZFDT;J^^hnHYcBWx$D>%Rz{e
z%FgOTnS8Dw1g;X|@PKg#U<7xO#@#a`>yoMAf)n5l2>%Ij2Ve;I+r$Pven-g6RiAfe
zt!pN>{vb0Re;pXYc?RL6lTW0^WkUxJNW)vVS=qgnqE{BVFX~V%Zut?1W}aGD`R0eg
zAEpPvO~|;NKL$e(v-we?-a=nd8p!-fU<^*3b{MH@X^y6s&G==;Ekn+6XM=TM1b2KM
z^XUjlxK9r`I=ARMN(pneA_s<W-bTZZk5hdAUwyZ)+phT+#KY;p5YB=m;M9TDzH+c;
zp1_+Qq~^8k?0}9?KgB8vbE=exV0RkgTBDi-Dkg>3jPi8h?x4gJ-F)vKd(J=#`JaP#
zJ$dJc7h+`p#P;mK$jG|ThExR>11g6(sM+?0=a7qz;gT2w6lxSb-4!K74!m@u18%es
z_14`)3lR(7zi?X-EjptSo(ww%JRnv`8PDfJ9CYK&t+Zgy1$%Ko-KOg<AY{%TNVq>>
zqCd_GXTndM=wmY~{joYmTu2T-M4jCSZhBcA|D5#Hsfg1$=lbE3w>Ll#uIY^OGu08z
zwLnQ^eia)D{ypbzT)cQmqmVkPLCQWSm7z<@bNNSHyZzSljdmF;8-@%<dY6I1LhSq{
zF(pKfS8MOy=H=eSMYo|uDA(^fP-42FT*LG0CDl+hzH04z2bIx9%OR##k1jrp;4DwH
z)a18-0|W(S)fiHq@wAW&T?-V+p*pBL3ur?J-gI_?RnGSSxWlOP_od&>?SD?ZRqntL
zPQ6o2Chc4)?p9*FF}_=KLp(L-z!=2gdwG@!^AIFG#n?h@^{y~p0OTaOD%627xKF?c
zQ;FTH_S=vxISujPp{qh27{WOVq@DmLukNpLLa5U1^AE<?jfc~L0nS5BVoxZ#1S1}b
zqnd+sA|dxpqzcttA6kTSVYE-%+5O|N$AO`tR3smtHo<DrZaV=FOcWNz;lGhZE0iw(
z9T@2#{&vH99O-xbgF<$kEzE%-oOgi#Ws`^>DY#GSmwjD!?f@jZ!bY%8UE=_deWXPF
z2+IwsI01}7uIiCi@oSb_coV=Ug(6GT%2=EZjNts3c9E*=o76Oe-UZYTHB$4=GcT}{
zLZpF)ucTG)9|KDXo*D_x@EvcfDS$wO-$mV2Lhv^C5!c1eN2%rV%}LNHh)4++`Z0rg
zzNqoB!}K$!FGCgO0~)IA4ZMi9xoS4xvk1I8>C#~3P1)1<yOr9tt!Foa&T$W$kvXwA
ztg`#%XO0KA@VWoyjJc(gch7`deQ5aADc#^wU87J9$<B%DQ~Y{HTn&jy#DvNuQ2Cyx
zV-EF!ni_w0@Ysd9mNy@brjPKvZZ57o{3ok}12p6EEylIvz}2(V17nF)u~dS@G#VW>
z{xJq;YNOH2SM%trlyG71JesJiKCp{}--##RXjvnBWj``I@sw{i6o|u44iCnbz!oD#
z*3^xiEAb<+rTTWNs>dLfOYBZYLS5HMf4({Tj=xh?gIFxW5I(c5NmY#)#ExEs!i-*>
z79RvRz>Mw#D>r*+pr<2s-Gh09$ixiX+2pJ7_y?W6mCJ%u3MgJij35w`B7$@s2~rhy
z!D)uM^BVZfa9TfzWlk4Xb8toDx^Vu_+y6_~3)^VtzZL{q6Ok%Z4|fRkuZm8RaXyo7
zC~Y!Q1;Xk-2pC`Y86_x#nhjx&RNxR(h>j)DKt?%EnLz5PGS-AoU(i%>wv_+vwxcmW
z3CxC7q-^w-D(5x%A;h-@@kZq&fEOM;MU+=UfNJ3|_9fflvJyZQd~?hv8%q;aM4hx_
zflB}{ojjvELHYWyb0J_BivJcTdBNK<VoSXPBZyxl#1%<;5e^(Ry%KI@ehBeYKSZ^T
zCEkGfMd!bk)uKz5Fnn<9G#77vocNFWwPeklsU$wtm?R^3K`C;+l+ip&lub+`TbeB=
zVu8P@pyD^bkwji%=U~hmPXI=6t|Xi)7N>BuLGh5JZ_86vcL%2fBRDq^*XzK-Lel-P
zY`ohI=l;;5DKQQiR$frh=0}`9%%22C`mk~w<b~`@<}u<pWhNXL!D+=dIFtOqCF-T}
zhx;IbtzxCaff1ZE+o~hM2XXS6Uzh4%VbK%b4o(L~aFPOYC5{7$5f{V84<aVba-0h-
z>`Jr)FZhqp{8jFw7fozv25*nZ7%@NM%$oU=zzAmj_-O5(#W^|IBpmU(a3(!Y7Y>Yc
zv4xnEixEdH65bC3o~$@H9T>r>Q|^4POb1f3)cCsfd*kgQ)l`iIqm*E%kzfk>p=vUS
zHTR5_=SNL#wVH)WN@Al4=kg?UBdpX&sSWud>iv2B30Ibm+MA3W;Fv?*K#%IeL|I)e
z3d8&mUQp~%q!L`9<OzuOt}rZ$v6~-pm~8$eFoKwjPIU?qg6G6&sMPqc1HsK~>e9zy
zvhj)ujNr6pe-I~EY}sKfpTJ6K2t{ai$26jW8ejQ*m+G0IWV5iA2EbboI5lEV$!l0b
z4w*yhjMyP^a3%s2T3!6i&!1jMu75|492mhlop2(WmDpw_#9WPgrf5Wo>Kr@A=59({
z4bS@9cMA*)6-21Ed6W#vInvZi5h8Baa~DelTf2c=sW?QimP0HSufDaZs%tErve6hP
zjdV-LG(HdouXjb%O*P&U^(v7Tya(fM5qM&3S9KSZUK9vRD(=<<q<1V95oRWFnO(Y8
z<p$NhT;P~$>#}ai?;A<Vo}f!K*k$N^AVa5x&dWB~0Y|mtm9^Pp`me2WIqE?fQJny;
z;vx|#ZT^uiI(*CdP&yifjv^KPkD_#{Y*6M$oaJu*<e!1LY>qaA>{1KP9q(Om{V;2j
zV0bulXPE65rT#h9ojVa3-imgoDrfEl#JHSg#3cTT)FMV}r@|zDdFEZM64gCcQXLq<
zsr~xr#p0B*AceR0&-%F>y;tw7QU^wG)+Cv!#*VBL&(Cw_+V(l<6~~C<`3b-X_DsTF
zm9Dzt;WleR7DpW14vgTodNXLe2|Oz=GK!oUVGfMoe2(a?o<6h)UQZQ|WDy(lBM!;t
zPZDD(=;>iJbI!6tVKkCl+{=RQMm`NH+A_JgU=Y2QQWU-5oG+!P&#0#id=BwTgT~Q~
zzaEyGg|QsW39<MkfDxQ;181b_AWDb16faH0?At5^P=@A59L|_O35?*Tn#P7REr?!f
zBz;|W!#I;E-VmNu>wyT<)3vGwFPAjofhczKqr~-Um_Lb~BXp8~&fv6kiV8OtrD#k$
zuHeSuzzcqIeX06PvvucOQTeq`*G|BtS?!PC`rx%`c&X3qvVXv!WcVbN0ABEuM5&7z
zzdlt^<GUJ83VAChExY*I*_0>cyOa{Z2u||6sfLWRl=w`I$1z1n1Lbf_y4tTrFhS>y
z10y(hW9}jq`)A}Kj3nAVl&n~jI~_;P92miCou$E?DZY6^-1YrPuK8*%MIk!l=U5D6
z$Q+&V&ZLT`R}Ps?aT7*m%snd-azJ#%(mG&+<|M<z53-;|xv96EQXVAudzQVyWz*@^
zR6iYPUz|OQB?~K@GxN5^*|P+TF@}XX_h2Fs?3F#HnBsKD(xILje-+^H$`_L~l}_l6
zC_P>RYskNPH({Vhp%6})pB`3WOumhM73-2MtUu|CZ%KS!pu?Ar^$E&~*p22?E@VGO
zWGCr&z=M0ORP9;yLx-;aJTV$n`ypyp^*S(ubSDY*Do_%&e}8xOsf(MufQ3@~&5FYo
zc{S`pJRMRHNlMSnr{{NU2hIo50l6Dh3tACzi9R&>&T?fH+kxo51QWz5L>m~vNkpj2
zVsSQ0UHapj7yq8>J+eD(&t09s2%|lSbL!Gq{0_X}x5vC7&Bk-*%}Rau`N7M{0C8w`
zU<4=m-_@y1v(?gUav>C+w~PpOD#wHq_cY5M{NRrHEsER(X`aZ0Lr93(NQ5%7b`?dI
zM$HiS3T|F}{uc{c-9@84hhTy;<iH5dI{+G~1#fY0crP-G!q;V+3n)8wLx@lmXNPiN
zqzAg0P$UST`aN1s)cB9T9ZdE3A%Jq$rl&=((s%@R$xFb>{&4#2*Z;-^!sQHNMVnO(
z4#51t<t}?}q595|3jXCy&^Y5+#W~#kh@-pBp9DrmW)*D^rx<fm0wsaLXJ7>9=NMI_
z%8>kgbJr9^?U*ZZ$aP=@_4kCj8grqCUp*s;T~6aHzCXmXtQ{D^Za4nqz{Y>hHA!E$
zO2?BKH(xO5=?hm=RWWB5;dz4_x91C&KKSjof5urhhD{znarXzQ<_}1g3Q0BlH=uT}
z;{hPqE$NBpGcWIbkZv<SCU707>Vw-ioS0=hvDKaZ`fu|)=m$2x0C<`9Jow=E(cVFg
zxTic;{1C;S0LFT=1Q=653hcYfT>KO@zB+#1ClCFTsxFDe!fOhi238jPQ&rzs5HT#w
zlV|EvkQhaa*yQ|P7&d9D=@JDZ<g!*gVpoo$aPz7IisgWfMQn#@tV?lZ$B{<|#z+j;
zB5g?{3gYC4#8DKj=)C+FFHTjE80YHWfdNkU?I>i&W@e8;AUDNGG$!Fs>4OT5*+Yvb
zOvq4EqIxw(f<KZq@nqkDp^*#&Uj2Y?BxPt3`ih5KY#{R^4x7xM<VYmQS7EjywTGF(
z^q!oVUEo)Lu`}VQ-#A@3Fs2KhQD-K^0XhBgiQ6x}luBzjGvUAx&O1RdKLg$wZk8xM
zvvPzdq{jFeY3EL-1l>8Y(&)el&dG$he=JV3+xo{_dTq?{2ski;lL|DcvoMQs=tLnZ
zCT3+koaRpgBRKWEIQ-=BUpQRPoc~^r0~LD5<EH~dIQ1EU>hMRBhxixtXA&o<@pk9z
zn(_1zZ2#s5o+_r%1Wi>5RWd)^9m$bDRf0`3N=q1Drgdtzk5xxf{>%Ij^8X-*TZME(
zzm;64<2bYDz!<b;J3s;J|DX<$Dmmr{8JNVyaOJrBg#q)-4})JN6FlA(iIxuDFyLP@
z7N6j+5BNxVgxExJ&Ve`h!xZ$V>c__)NFXdxqj^p(-(;U>8cMa!)?=(el2Vx}q~%XS
z>7^*SW=;m&zvLLuU!~Jm6;M1QoHHegc;^!#o<33Ou}jBTwvy5+%(;%bsKQ;O!)F`S
zjq{mwL!YUP*lrB#Z6R-$M-Gg^sm>#Dtc*nJtgxd?UoKvK(U7}v_%=V{NTm6bz!=Q>
zU8+dsq1h8M3dSPiIg0zNh5kjfx1J$=0bR2vmAT5!ir;|<h4~SObn~YupI6M{2redu
z$6bce^(AUrtZHyzgdMaX)YY+*CzH)e3zv*$fmR1<*PwIY1^+RUspQ_*!4>&mWVJ47
zUa@C}QsEeH4~rDyi_DKW95#Ov7@?NR7({CKRQcnx^L*@X4g)iDwmE82Vv@6;IWW?N
zE~nA}{Y0_Dfft6KL@S{I!j6%|j{l_>jx8?Ag5rSZAagu<cVksffH3Klkf?F7vn(zr
zV}eSjR7n)E&QwRXs1U{MvUP7!ojD&%XZERqpqNT@rSTS&sB9uAH~<Gma6Ur>;b9aI
z6wZp3CDDL9v89+02ektusHqYwT=;|<wH$H4Mh|i3Cb*lp=z0DEFoIqeWzCJxdU)?l
z##S7X#lvS{1ZSrtOy_c1<UzNJ9Ky_xIB~P)Pf-=OwQ})*Gg2WdBO65;;tW3^RV8YC
z?8G_ZE2P#W?p7G4U&Dw(D^{d&>&00`4ve6Em8h-n2jk~mhxLlWKV*21#Y>)X`iZg>
z9rYO3Qq)}8L;WOE5L&cTnZF1`5uT9x0E|#?m1uB<u<r@!@^@@}Z{=H$&@H56<2f*b
zGX>&+80G%Z5plT96Z9`GTQnD%5$=@qG#t#P#6kXlW5)S}yn1G_qU)-3em5mbuH~3*
z4%2bu+JP~AIl<Y9s|OrP_4s+qw()Fz2ZnHpi(2*JHEsRV9FBzxjP%ugQ_8h}95{Xd
zaRL~@*@7(Pma&#5U&WWDdX-z$A9Bun_r;^rfdS4#&0~`iidAlIc+BW@e!n6;`dONw
z7_z8LHQU=%XjA7{>A=u1Dv~MDg4TPD^dZ@WsF2t{JUN_)tKz5y`L9Kh@R!{I4xvm)
z0DsRZMKKR${hxYJlgS3Cmp&l72s>=BAB0~=4TRU?dnVTVy?Azj10#&eq;5`eyNP8N
zZ(RQ(yh%@owxjF2y|_&KKlKytL1tb`T6T`gK(sN<eH5$yPcstkOUSDZEx>cSC&V4K
zKmG5_F=9}7fX0ox@<K#$|Ci|=M!0JQnQ|hw<G^POlsFrS`IEpHAqtPC9%=?S<95KT
z|F`U+CygRC1MG1-aH#wL8i7Y0)Tf9A1o{*I({<52<Z2>PGfIZo&mR>7S^+Z{Wk5PG
z!l~1>9WuB$KQ^?~+56*=@4y(eC)i!gwWnt)oW)V04h-R(i2<DeXPkLFfm#mCHQ}V}
zyl^vOa}5sv#(Su!7O3*53}_ndI@EZTK3!bWzV;dBx|*K9yaykFy$N6h|22fa5%v}!
zMj{%DOXr0t-`0N&mAcwUW244fan0K!+FgSh!bhHIpVpxw9#S@BW&@2W-%C$=EB&sw
z@p^k*=6yeV>ZHp;&-$a95Eq>D)3LYnWk_>fBS~|?qEA*$i5zOYMpcK^?7tKH_MG!F
z_kYsray#+_Ffwv|1?K0Q*&%XTPNk4namBXCtoyFDLmVHM=BHX;H|^0HxNf_C%liB8
z9D}!;Z)Y3Zav^WvxlOMB^q*9(MYFBFQfBnE!?GxY!{SQ=BtE^FIeEAD(y(~La$saw
zmbF2ge89qW_WO5tn$)owJ%Q~DiDi`oBRD5w=#jd(%hU;yi1ErYq6qP@fg|R6-}|R^
zzrx!tD%ID|dj1v=@AyIHKwN-1P<s2jPX91BvLIw=vVjoBZ|JSM`=;$DSK*hbV^Ags
zP_ip!Hv%U<4ZpTH38tJ8xfMi$e)TgLn&808m@Rw|zYMY8;X8UyZc3(NZ=P>!DmpNN
zb0hIFDLve|7<{uIaC|J}xay)NW3LTSD%k8;qz;Th%2&UR{keY6J!7V)A;miT+;R_|
zoN^Bcb+nEHLpWQLVu^3lnv(2Z?gx!`?H_Y<Je&>;;cN?>;p%z<lJwcvt~XUY>V_|>
zgU*K6EPDR)vjgkRuFs@^3Uc5D|J8&)kMWn%AgJ+LwK?bbg6g;@eg2~Zk6pVcAd@82
zY9{m9YD!MrsfcH;-~G?F&(ALvnba(y#*?~C4`kdl?5wQI^m^7qoJOjt6&g(MCQzaq
z@qNn=sSug~Muznsk=YLY0%s+{PmMQl(t^pK)w?+4bwAkg{42-dwOYt|44Z>&o0PI;
z_9go}g}k+Qez*FC4MRv1YjDf8;JwBL_g?$lycI1%-rG$d?^AO=xZvDK4FBY@S!qYA
zqk?7mKeoO<`~u;E&USDQM4VTLlDpT>edX$Ee@%}kJPr(T;Vg_@*M^EDBUCe{EXlvN
zPc>GGKZ3VxcwS*<egSejb2Gf5xM6S)Re_y3j+No;@Ip2fCyG?jR@jN$kx}Qh6WG52
z7(qRhP*+dy6Gq)q5Pc%_|CVwpjG;b86U7bovm^I_PxQ?(i4MsQj3GH(0iqnKOljkV
zC<7LKCi~aMC{1K|AT5%n@JE1J8@IxtE!$GP{Z~I#@2PF%D`-OtDHy=xzzDTh63)|N
zahjwHFZ9&j$YsM?0A~||3F35M1Sj3IQkXAN+=}pKq+i&??x44RTy(JMDNRGZ+M=K^
zpW*~Cf_*wsOfDZ3&v+HTb>p49YGL2PVl4e&P?+W#g-b`OQywfb<nhL0CYjhtifVl8
z#*>0U-EVDoZb|7WA=RA6+7xP2QRByrG!J<brw<(S{<;AnbtZ#QT^L1;*Xp#XcijHZ
zX(8`|N)ObzbVnbpDTDy^AgSPFU9&_t-u~i-$2L@h^0~3NYMmo3Q6mD%O2aP$x=2a^
zo%wwGG>Tl=c;ER?+pC8UZcR!~f7ccyMQZYQWAU~&-bl(QKnc%qcj6K?-lj@N`@NBe
zC&iz>ILBLmfquA}KYl`U2?h`K>RaFtGhG3?5f-8M*uklpFZO94@(R~SruF*cAv<Zd
zN;KP6Nd7V~ss*#Dl(ZW)e(WW@5_?CzSm&W1&kd<o4Dtzq5GwyB8dhAR<$d<QGV{TZ
zYQrEc2!tB{?&-Nyj~^e|m8wo>kUKysUu-vN^5ezFX10VCf6c)kdW0Xe^Ff(>=4~@O
z#Zsik{J=#x<4gb}Lis%5JcHnqb@wbbAAH%N_}s>WL*5mGURb<f4|rzgirB3l<!xEx
z*O&1Qyx>1h(^E5}pdfcj`o!XlJY2K#)zV~=QEI$_d%oO$eecfLs+#q>;iejCm>_=u
z31Fmyv-Bpx(|>{vhE)oE@@hWH_?$Pn;H}JA^e&jwfdeBQq*4dfajTp$CLfm=xnWA{
zNybV9{nW_AL-IqI)ssGLz_jV_V3`MKOiF}A`X?mn3B3vxRa(=Hw>r1zvw;(_YIhFZ
ze8tgGTrEhiCSr(Mz%!HpUhp@eovJDmnTbnQ46bY(3G5=89DWEGC4}~kZhOjt?e)RC
zQpQbxJ^_s2K7*vXB}<o9k-LatpKZON%U25_;h#);;HtUPXhr(-L4VdK78gcv-at58
zGfusNX#slSwl&^rJqP^gGI>Dw<<bX%(_g}NeL66La~a_zHH3+6A&ZqaJp||(%_TS!
zzzEKc7)zu&^A$UaM>k<WuNOKsegr6z38eh7YDXj_C4v$37ZI!4GszZbv(A6#KhqZW
z`u2ureE3fZiF$`voDPiO96&f5GfrC9nh@`)X7k>yacjGfx9N(mZ*01iSR2Ht6@UXH
zIO$laI>zFhwc<eClYVR)^76WOsCML;z;szf=)efh`-!#m?g~`CUqw^TvX+EPH|+eY
z`{`io^pak;9V*uZ<OVf$d>BDZdzgBdBs{q1bxoPN?!7{6(sx!osmraECIF`|v357+
z)GlcMG1Xgd`Z2RZNS&iOAK1md{jJH;`b*BlF81JyfA#J;-l}$zJ@p88Yj?eCK5q2<
zEedM5?UnmyUblKIx_wA5z5q@KMuwsTiqB%s+wFeg!m6d8ecUbNWj1a2`oR%&^7Mz2
z07h_9A$Qd&7U$v3b?VH{?1fX}qIN5fJv|3F9W%p$5u9a&vx~+V&VusNjd!Hn)a{?m
zz}VMi-Q0fXx3hrrY=TKj1S2?WlX5zjahAiBhN<!1d-cLO$M+2jd3_EoyyidO+yb1P
z8D|0*!PyTuBX#nMac3FMOh+Px(l3x?<eIHhuLO1ypbDW0JC)slLU|%JaqUk<r%_qR
zm)#`ZcjJF7o#)Vi`0QFnHm7<H|KJCvBU0Af)5#;t^yd@62u>nMJ&Pu40H#`}7rKAs
zi%-8)$?pAh+a9Tri<{u$g7gA~Gnp!)m?^C)H2u!E(ieTJUWo1Mf+@S-9(Oxjic=<k
ze$!8t8j|2(a8WoN7{S>MA<B_z+CVPMo>+`ZggCV57X)<U^?85!^hTB7dcCOGj3YPH
z4D6A|@TIyyPrX`3`z19VKT*FEC5`-drHs)txS9pGMinPxqk_%ijP})@*n5W9vsVK=
zQiDn<Tf?0qO2}8P8*gFt+aAdNF$ER&X4cq!;H;)r5u_4j_#f$?fAHp)ZoKA2?YG_a
zF&0?=YZl-A@XlV~lfP(N$ZlnVH2mnBQVRao2Ena@GD+>H!BQj7oXZab{&xVp0#Qtj
z7e4o+b3zMIAiwVBe=dyNUp1uYei^IrFIrvHcuR{?FTDI7C`t3fU~E*?j43Hx58H}v
z{Aa%4t>*W>s)h{sy%s!R@Ni)TJauM%81UTzaO;^oAvf+x5n=*@>)a<A?CUIenB1hg
zksVup81OzMDSG;n!Y6~xy74yrIOO;I_6<Vv!+@V!UBI<1%m#78$llPecOOsn%ny<H
z9yB+UItc0LK-5s<7qLO*$m`B+T<gHtK9G)6S+?y7C#IUw@2N&Z(|xI;#&>Tv33-2S
zukqK!GcFK$u2vcHTpjmFS;d*zr1;2^NmBGGxo-Tj1aKZ*arC6Cp1q=_eA$b>tc?RT
ziVx^Wpb6O%P}7+fLv@IZZv3zR#M@t+emKylVLkbJ2XV(=rB==*n9vl97w!xPcOq5j
z%F9#v#Z)LgJc^h^jmIIt=*9dHz1)-pXeFtpB&DOssFAnS<;S!Ba_Uc0%;4d2gq|Aj
zo;7_pl#bn#DnEp(ku+y|6v;Y|f|DuODTRZe`61+-LF722X0U*#NiAWDt@3rkMTCS=
zM8Zp~eC>R5CI(iN`5`29LiU4shP{+#nHq`elOKj7ZHQuxK1q#&;OR!vhUAA4`Xd2w
zJFV^jm+}C~lcuBUCE`_n$N;lw=1~tJ5AW@yXXHQxu%+2FTyY7TAISFS1(E<pkWV1w
zHOFQY;?Y%<Kgz~~vKfj@`BKuo)JRCF{1C@bf&m)#%_o6c!-GvDl+?(bwEPfy3TQTc
zPdeRFgqtM+{^YYZFKf1_OUS!s(z74r-gq^XfbW}%qXfp>(fz>bjjs+F=a}u572%3h
zzpCW{$~e-y$fYC`+R>d<b{$dqBvBdef6-}q>&u(l%`0W?Zo<m<!PO0*PdA>)*73@}
z+T`-7h2;hOVv-5Q&Wdn9t-((|9GBFgJZ}5`So+sXty>Kf@KphDeM_hPFMK)h3oiTS
zZ+z&f`B%w~Qk#^xkG%!aPK`fT@WAq3p(_#Up_bBwFnD+<7B@f7eAgSFuAes!C(KVr
z<W;}^rO`sn0a8;w_z+SE)c8pmIEMUs=9!0<G-zkH_(GDWN^mHkm=^4(WTnFnsqvQz
z?#KATeYcJe)-;hHMa^d+sY64cM#_=N4>MaMh(RAP_<ICSjU;Ty4+H)ef&b4s$AFio
z5o=>KNp&T{sFA7(@<Sx{I+EB17$62q$~D|WYuKT$oih1b`1Bgw`Tnk|onfA}^=0jI
z+BT?=DdHF4Kj-bnDmqpbt4)5`J7Vc{B)UG~QCmN=nO=W`+bbe{Sq%#wM=Xrb8&u69
z7T$^GP?HP!MdzliQK_<Z)BK#KtwA1sj2VYC(n5ON?NU;K)OaiJZq?@QRjB?r>h#Nw
zO-$(=Ql}FWlES}2pN1*q&D(zRlJ7t4-#Fye+cxMx?&%$@m`ow2)n}$*dQMWk@!K0&
zZ(q-CH^U!eehAYnd{UrvkV#1Kt0}FM!S|r`?DNVF-i%qaj+yew1kO`lHk_zg4>n72
zOwUxBHsJTr5^}Kf#64m*J$}nni}#JRChE|PD_HWVZ<<BVc5|poDRoDUyuaabHuvv#
zc~qsD-@r4UM)1^FpDhPsf0e3wU|KLmcEGY}2D8~UNf!}Gm4{?|*^{ZnFhtjWB_d^h
z#JOlOe-iZ~%fTAt$pM3$%QGOM$yAya8{bMk?_YTB#k_uHj!X7sHO|&UwiP=&f7SUh
zdO)*Dp!A#s<5Q#xf%$>g+G6=={v>tJWGL{5_`1(`AM0Zv`^z>O$Js_ZPj>GL9vdBa
z!T%`XznCU1xZTR6nIB@gkQ^B~=ty!vjqJ+u!-(l*+NFF&W@pziMGSc5fZmG*$3DW}
z&9)rB1=K{UU6rl!M})JA#yVnT0ty0=1<rk)10%e7D!_Y74U64Uv#Zftj$iS7CV&x~
z3y9+KJ@VpZiT;b?j#}<sBAgX~vj<Y2+*R~1%J^xtD+p~8&<>A6>gbp_OVfdo@xRKn
z7UfR}XGWnFyU6^AgVy{hs#=YvbswRvq*It;GjJV^8wariBlOzCI%+|ap{x(<qkg%y
zcxDS6Ah);t_JSJsp8{L(F_r=A?BM+adsAMwx4QLzyjn;tW{@Fd@KYlvZO=R;FWnx(
zc=!zD-?VA}iFewT%PUX9I{@34&zQ4&FD1SECa4uXW<Ab5XBAC<?UH-HPgSe9TYH0Q
z${2W;FYW%=!A&V4^(uqhOq6L$&pdkXwfXAVKQ20>lif9~XD3J*yT@>}J?X>Bb^5$a
z$<+>JQrBd}zCJ(S8)^_zt79p9u5I2;&sIH}>XjUv->S=ZIU#chvy{y{w)ND`8|#O>
zEj?N;&Ky0_Qq~MRC@z;_Ho$k5t>0sWgjsGIr;~V}O57Q7U}Q$@k<A}Bk>qjcd@>x)
z^Y#=ENx#CHSZC9I?w{E#^$xt?x9~yy#zEnAyRbn@<wD?h`6>#D&+A81)$7dHZls^7
z@n2rrjKlMv)kn`B)J#n4C&@1LsnqJ61j+YUA<5^Yf_s~ueCd#o@{fx8ZKF~GX;5Wz
z^**~1q}PAs`b{b6f%{@>_XM8=ll&ciU-)lmO-Dc^51zB~eiT#cJfhMub|hxj6hISR
z+M`sEmz(z`c@LyE40(eecxp~w;g#T}uej~}I52|qN|LTx61p%3FJwc+C_Ypl|MdD~
zhc4Vus-%0j(T_|-5B{2`Kl93RV5A2siQs#n121{8HwM+14&8dmbtg69>YLVFZhYdm
zkSB!m$Xd3Kf;p(9YioQas|}>(sPPYz5bjDJtbgnA+vs5l=Tz@l7OG2<wg7brKWhB2
zFN|QyJ-xzpyVbEPHit%h9vdH;Lz;_xeFm>`i~Bn7KeG+JxEJJNd>9!D`O?(Ov;dL=
zp63hZH){OSCpZe7vE{=?kBqn~9!>{FaFUlztzeuVgIq<8*QWn>qjnF*Rp7Xui+<mk
zL(d^C<As+1MsO;zjFR;=f;x?sl~kkoDb%-Bzc=dGyMc)W?;kj?BWa?>8sNM&zL#p)
zuR-WpE59HPGI53-xpm}|BLnQWD3kRISd5a@G$MLA!-%d7KICE99i&Z<7Qb#hAH|aw
zLpC~;)DEeS7$kNd!cl}N+mxz4W)LDub)ln~aWs48eH&qpH5+}aS8FlZKumy9iE0fd
zK*qJE)0VLVBRD4!1AR+ZtGYDej_4dNrTGu^($}#=VFe2_isSQkh+fJjz2qN??8pV&
z<Tt4;u^45OHq$0l{-y1so?5#^*+)$1XQux5XCTxuWgQqnI~9XRS~_y$FCouu6lP=N
z`%a6e<6(AS1oJb5xguevS1*Frr}Ir5iX9liyNad@%)mMhT!FNywLLxQ&MQOS<kwyu
z`amtRGak^)4a84P$vvg|XZtP)dD9mBwe7si5R%SUIb}0R@^%8;Ytpd7?doW&koUmA
zovr4)l^XJ|DFbgO%QfRg_kHtx>B|-5ws{>yE=-NrI&04IgDv`@m|oKMDs47qiaYEh
z%@c+4a^YNhUBModSOveGDzUKYLQ;RYH-e_rjdyy3*)zr;$F0}wg&Dt$zWB_L`ZT`y
zz&~Tc!-Z?qv)V=Q!Od6fW`2KUGiJCecWWtgU<BtUgp>X2;h{8mYW$E5TuJZ_KuMpz
zIaf+-rbbSK^23;Ooq<77BZp}Dp<dznr1<kNHD0BK3v;gQ0i)3T5X#7nWe(i-3~$zy
zzg%%RRzENY?Pz5I8Y9A-$*osQGy}tOEna=tu&&qSfa{fu+0+YpP1?_2eo86DhWh4(
zb<a95GL+wGD86>GLlGK`+~D2t_`-nGu{p%3pZ{kNUnAMk@<K$mF^_h&J!Ahvl<~#5
zo>iV&*0ZS4$l7kLey~AvXFtLFO3{jf11}@D@IjH4%EqR=V~N@rJBbdA;Cu-*K;21D
zXHYG%yh_l~yYbYW10$FZ6XvQ?-$TbHSk=!{u-wcAm7R5zv;!l!hgAXY8c4g#Kss66
zvn)?ez`qv<zXK!qM-qO#xux;<&dVB@GlE`!2{OmXkO)(p4jdTiU^I15+wTBXt5i{(
zE||W6Hz!UP4vchhEp<^@6W=e4XXyWX#AgxaDuOxM>EVny4$%&b5IvSqSJkMIB^#R`
z=nOUvZU;ti=MwH30o)E-oNxcX@D~vNnlbqQo6ISq4tPfY%i=g0nAM{=$@~|kWExSM
z+^2Zz)MyVLE9iewfk*4i@-QUv!l6QGpX`_?=pCtwGkXq<NJni#T+<*<pi}<sdbFV@
z$$`+5O*=l@cU{{?A@76t)ya)3QkH;!hOiOGLq2Xg^P*!2(fRe__gdqoO58yf<jP~$
zk6Jnm$w*K4Yr6H<A+_zv(S{Vj!%qiR`pAE%6Uk1uFTcLd!5yv9t?${=IQ5k$Kjs;L
z5nkE2fFMpzpu$jgRQ{~p4V?>s(+>==I2{<lX>aa>IIlUW_?k6?5SddrFLe2lzb^w$
z-(_RB5?Qroa@BU;|LiGDLQeSB7aa86H2SrleRM|UZ5L5RSFQZHOYfGPtEEM*3!Pow
zAe6zV2{t&Q9MS%f-<GL#U}Ut`PvhgHbD95WPsChSz*02s{$)gi@7J-mnJgu?&Av%B
zwwWeDpYqtm+m!0Rq*~qzhP~$wGJM^Z8E1d^G>-qJC;yeR@%rIlxNn=;NpxUjSoW^h
zKPT&G4f9lpXI`=^F(+Id(V@@Y4vgTuiiYlAK6U_?_>CN9ZPX#}3!e1^FoH9kaQZf+
zjY$y8OF|e8`!@@GF!#-wUUPi4GsGf^(hlZ5Lm|PQh=WqaHX^b==2dy{?!LPM60ns>
za8A%70mdpdwx6|(P0cXxv+Y;?mT^{+m4JFciO1blc6Qd3A=w4l`Xw{Fu8h5E4OiDh
zb6{kAijdbFlwXJ!-U?B2DNYBxaR051W@Gb`1F?Bi9y|I?`vC}j7AK$yzPA=O_lrZJ
zq27(k=HucYsa}(6{pyVR`Jgy5=F>Fz;R!n2gBnlX=iq$wKkS)c9>MDnE#LhafX9=L
z-S64)%zZ06W0kF9>9tgv^Ok>f{UOz8=uc=7=(`6l!uofr_g8Z2pjBf#+o`o=2D|0r
zTj+LN#<kwCcH|RqPNGuu>(_oaK05Bpa&oa?yEP9;dc$`&zWeh=%64m=<iT$FV1hX0
zS@YW#U6VNi-M+@7)tS3mPjTSa)>Loe;4jD4pFA{V^t@$=P{y}1i2L-FxV~}L3^9eK
zypCVKd%@cKudtN8K=a@$aVz3x#|Rklz7kIWBO-2<vOii1f%4;JP^O%nc8Beu+73lr
z2s|bf1okhw^)WMz(8y?m&&cTg$VMCmnLO<GbvtJFz@d8lt6l1({6c<PUvb;0BnL)@
zvXR*1E7>^O%c!vu<ty0)FoM%6P5;82b|ne^@J#+UN+`vOJ}cHWsRCmZYa9-m^S*Rz
z6{UYlrjI0Cz<c2Lwoj$JMYk&cDOuyB@whO8^E<Ey&poDRW#^`+!wmSIyfV~CM4|jB
zQFrlhtagwa9rMF%D>lM9SZP4YQkx$_#yvzvvg?=R>G`*Z>FtCy>GJICXlLjDO*{WY
zNUQYAm>O?q5sS_Ih-0anKe?d{Hp)8a2H`#XP2*4?XN8mUD9etKuTE9#c&=hsJ2q?v
zdCqF`KQJPr$z$Q?rUqQXz9F3eMkdq-y9H0@LZ&ft#E`Z)9T>rBV_Jhac{tc>dC#K)
zioW)=I2{<lnUaFB`|&y!-m!lqUMB&J;IxsDK{`d0nV5B;(^q2_rvoE6TM?bU8nf^+
zF7rdwSOOTq*^Y4fwqh*&R3j%;LhS^17XcW-S;nga=_@^O$&eS%v-EFQb4QRHIi;VV
zK9K{?7>p8t8D|YTFfxE!h$(#M5OC}|k>@4qZC+s3vFpGH&f5rQJ1Al(SPTE`l~)X^
zI2OSn=7$JG0vN%0GjXHFAOtz&Pbi>rG`&!<=)dUXuqhnDpfd>@nZEL;5A&}>aG-jg
z`C!d*2S#X~MKo6$WRjYKt3#BW`4MN*%%9|`5JCI~Ax<8oietQiye$5$U&E%QBnQ$`
zc3=9)j@>=GhrDkKs^9tTpL8|t=eOC^6$eHr-9n<^U!+`(Z8l7em-cAKaXrpM`uu?k
zs|UZCL*<Tq^Yuwc4M%~SObq`@D@n{(x-{mSV}2{=2r||B%qYF`!{#A#k&;3^QRDGV
z7H+*lFFiY8%=p39jyyn=v5<xr(!~okUdg?0jyv^Sq!F7RMo1IE$Y|fu^D-nO&x;mK
zF@wyHIJ0g3B-gWowPrOEBV0AQ_JSiKaS%H&g184EP8ph=p)$wzKxoH*v(QS|W-TQL
zvX=N+5)^u<SL3`7)=fDZGw&yz*&H|y7&;~7g|GbQ?is%}mB<~+%~LPx^%tfbS>5<o
zUbsBuK&C+6o6V{T)*<-myxiQioiN2?mgEf0$~*@ov>{y;EaxFlvvAB$7rExNL25~5
z3rP^Q&!gHKH3mO8{#4{*O<S=%>+wz@a|nb8;;@3ozR~m4<%_m#AJ$Yb+H+-+vIf3!
zu=vpiodw()FTsdo-bi7*n2pgKF=O{R*bNN3$l60T6EVo91Cwf<{6l4|``>RZ|Ni6s
z3*)iLq@#KR_Wp2m)lnrgMUg}5N7j_pY1TBGdaT*@&h+VL!zDF7>Gs!WPZam3WfPy$
z;k<k6%O#n$cOV+>IAgJ_;lwv2aJ+Z@#?@obP$Ad$W77!ns%GCa{!7aa^A}&a?zQZo
zOiPp4q_sSySbB>$r(ZX)ao3Rd&lmG*WOk%TDo1KeNTavtwyk}hSu-+ZPRDOyfE<;^
zZ}=eZeb?P*r;Jp?<#c=|f#{S6u8vSE<Q?0v?5gCi`h<)ZR7a7}xzek*@0XS}*TPAh
zbN{l#X~RZXt!887{UaqEsl7gnFP^t+3)}^zox1N`)ULKAz7&7v+f8$d^VsoHGo<MG
zB&>=w0-?qiu61Sy-=1nNnPb_CI?CdaImB2rCpGcR`L9zw<9!f)WRsSHC4EdK;lSOt
z!+8fraN4{ZU%2&bX0@)rrr|wpLf&61pKaCgWJ+xEjZ>XZs~s5*jNn{C5^@nm6C{VH
zkRGDOcO3!eBR_lRl>bkE;AF!*5scup=`YEu7X+^CKH~VH$6mYotp3Q%IC*aIo(^X>
zvVP=p6gKY1M(M&$)cB?qV)@y|!VLMLX&R(FWK8^E-n!S$xx3n)23B?~%49{LN~4st
z;#=QbJ)`n5y5slnH2`vwqQ*~hK4ep_+xkg2HsUKuM_RES;N;xHseU1lS`tcSJ-ECZ
z!YgdzB85>lULM|VqEcrbi@%7o8TRSB`8h=3ooEgv2pKFao<Jdk2~bJbm5Ap~z=8=#
z@tyvMU?XmhT{)s{SU>MfRfid*lt`q;x>JHLH)=PL%|r2*g?7J4*si%KDp5xQ-O`fu
z^TqIX*R8L9`|%A5uYviwDmDm$V^a~<X3)rJdy{ogX{aQ@|JPDgY=UxfAVGQMtiE~W
zJ0b*<{k?RNbt(t!knUjx#7gChR6jLsL#kiCp)89)>SCkuim%Ch=$Y?ucXj!qX>ER3
z(<Dxqlf0K~;&Rn;W}L0Nar^2kKfSd8{#c{ZjiaY6iGU6^3Mxi<QiCrZKC+vMg%9S(
zm^U0eQw~#tlk8X>7?~KGkrq^wl9XjU-X%tXcO>Re<C~Va>N1x!MuA%pkyN9mjYE?J
zN{fIvRNS1rzQmo7R*YpY5_~<H67!s<x9+W4edkT-hM9eZ8BTvb0gQ~+3oJUTAJ~XN
zM2m6Q$BAJyhK_IXyqjv)r5!CV$LCUIr5MF!@0EgPma(pUt@KW+@pxK{PNy=E=`@g&
zFk+lq$B^QpM$(SuM~S+VnG=f>)*U0Ci%0z!#1@leFH)esxv@?x7UM4x$B|iIu`?Su
zKbnMoE0%@?OUubLq~K~0E}0+ykGAU$jH-D4lmtQ&2%(ACP>KZ`prT*(P9RhR#Dt=P
zo|okEcyhUm@9uyQzxLjHMdbSv3)m3_5f!XpM-b%fA}UxB{puInZ)W%HyfS+y9`O&J
z&%C+M&d$!x&d%=6k_dW$2-0n<B1v{?N!okQA}rfQ#Apcje1%(P)_FH%(%Or9(M*uk
zCp+@H%;~*%ATF4|<S5LQ?1?t8>6!+Z(GbH=A#fo8S2fl%o@w<`y=b7-Ckk~Fw3FZf
z@`<6EU7iPO_TyovUGt+kENGP0TvFNpf@+<0r5U%{roinY?IgHi_9+GDpE+82@SBHX
zZ{H1jyS&W_?D(8L`z+snX&KGioiMu0F$hlZ1)uIydGMDbgH~6+4#@!f2hRRuWimd7
z+F1B7u7C0Wt{V6QBtE(|)$ziQTe;Txox{`lRu2>bK8yj+^(pQ5O(1A2y0huUc0f-)
zUltk?>-$O-Cd5qNr7N;a<QnGNvjkKjuWFjvoI(425VXkNj+S9}6ifwG2h}K;`b0D&
ziN1)97c}BlH^gqvolyrMczYXMvvG`>9}Vk_hFCw?Ef%)(N><rr{WRE&hOmzUY!yfq
zXNJVI|M&WF*S!1fAL>3<JWpcpe$GNen9gBxckGZ>4CH3}4d8Ivi;lf%jAk^1S&4j#
z%n)u&CbK5%Svkfyn2d%nCm^OB@OA2?;=E1{Lp90DLPMA}h?yZ;52~w1vy9Pt7Y$+7
zA*R@R@fUTsR}^=o?gIcb-A1FTY*^8#6QdzkO@wV*Zo;_Z+i=TNP=m{82)6-o+evm|
z{PB!wQl_3`zHAU?G=zLR3K#4+`ZtcFraVo1&-`bgtoH0Z3k_l3i<q;)dc#b+cPE%>
z<HOkJoK2PYd|DBt7ZpS_$HL56JdAZ8ZXNX19S~wxFKX5*c0b|6DET(A_pdL)<XXL`
z4JHp@H^PTKDTAGJ(z`D7CTM*PNo0Z$2xq7l<w9bvM(b|biJWALl)gc|sO)=VFpz)`
zJDCs!G-XzyE<x*7fnvS^Q8n?f&q=^oCJ#)&VGcVlpmS2AbmQR<Z+QSB-|B^gx>=|I
z=0%t>6;@K9x%%NCi4UXfKZU(te*q2*s+T5J9ZczI-6gBzr0E=S(`%0|yB|`5s~0s<
zx*ltPk0eJqSwdJc{0k>2)C)0nL`R?z*9GL8HKkBbd>Hq=GrZq}sS|_7+Jo<b)28UQ
z*oTgtaPe>Rx4u258WJd9_0HfYSKiV$sFH~~*;Kby#Q$^AE6|LU-;LdP{!ox8ONuF1
zaUdqq{+;uWeDT)&peG+Cwx2;;GdCUI`nH<25FwKZ3C$=r9X^ceK*_wp%Yl~xlkVT`
zhIjT4^8A7Z+~)Mau8^fto=qF5Ca5MRuM!WV@z<wMy?-o(UOO%Qe!qVW8bYm$3%4dd
z457NE$3YPEfE$k9=f;r~A3g=-m~Io9*#MbCz$>4Jt%eU{ul}=Q|LF%|MVXPVhZFa~
zpIG~%2bS-mmm4hMB&0m=hH)R3znF}H+7F@jUjd77Y#h6XJd*uA+=Nk5*3JABj)b$t
zd>U7jgYU^-EJRONZb-f9;xHc;^$jOO5wZB{7!}%fqYgG`3=g9rb-We(NSms7%JL;G
zmzEV~jOrz$^>xt@>?{;Dvyqc`sW1Ed97uSi^i;ztqan;IQ38dKI58$ultC*xuJ!{%
zPCfmjK@d-0_u9#YBY!Q?wIT(uq>)PpR4Y3DRz^zTB5}FoR_w_CUM#(+CK`v-lOjW!
zr+67hf#_2I)NjkiUi|}D|IA7xwQ0Ggcp601GAvbo1{R+;DpnVVa{a?KZ2pkCH4n;V
zBboX{Gz7W?LAyep#Rz0u6qO3q!Jf(#TzUkhI4VY0y{i{ZyQxnUvZ7Kxf>Nv@B3R<W
zqywTeLLc4o@cX+%gR$|F(Gcd3$a&i;NLm*2%~z?Dsh5lram5)FZl?PkR-N_Q)6+w6
zBgKn>DX-snCh)pShU}b{ILuFjm|+}megpH6&c|hZZ&nP|vHo@s6R3|MYNt`L8VgPp
zz%8uNVKGd(@14BMB664ji6Z9siztIl3H~CKm?=)Oqw*F-po5HaEGrVOpJbsE=uvOU
ze-1Mh0e-a$yfPB@bG~!nBC>Uw@Yr1aQEh;;vn{;`{c$|fxPxnqhBQTJQy<{kBLpeo
zwE^Q7SS0RvBra+(?PD~E`2rwixI#w`{+j~E_x0N!+iU;pbeN0=F<(Z^1gf=d-JKqw
z{6gCXwgSx0{dH$Fgo*nltU9E3+cy=QwHG+ogFGu>xb?`B(GceG=oEY{ERXpw^j+{_
zTzBc{4e!1OM|<adT{k><@+ZV+HX6djlnd#6F%Eb*)pRvhdqzX3n~>9Fp0D=uOggmu
zsQDj#TvvV|aLTMZqajQ&`DEH8R}f*J_@<NpxbotHYjrKpXb^K1w!9c{?Ur{UuJQsW
zII^K`a%!@^@Y_eZI|H&U%hB(9+@HP~Aw{4|K)O2#&FkfE*|$ZkQn2tn{>WAohXttw
zkiM|=yYKdC^+Ic?7Gr_foYTA2tc$vC3s{FkxgK3okp@~wqMDaN<5*jSF1h+Uv8m#e
zO;D|ukwZuKwAE7dgg+Bh)B47bFEs`{EZM>F(CHC=o*4~cKJC(f%%))C!|1;Fz@-)A
z!$IS_yk8$qRDBGhl9=Li1{%U#4VdW;^1ifK9o~EGa~x&+LPiD2GP)#;Wky5rnA;-V
z2~YRJq+RR-f^B7x_14qZWMjjDX7!@!7wQwyP!almA$@X4{kG5L8wSmuQ?Bb5j0P~b
zAMC%>HUY!fL72cgY(x@M@b;P7NODR9a-S#gf?HhFOc#!dHKdXd{!4l{P?2ENi>7Ak
z6NQGbW=DZmi2Y>g4&|^dD+Of_H>3XXl+;zdXyDZ+Pa-Y>FWROU+XIfdHaG8>rzc%J
zCR{TWBCQ;pnNAJojD`dwuIcE6N(-$JssX7Ramy55t`nk@`U*>J>IM7qH`td&KN2P<
zPi%6MJDn66(Nl5zV;||HR+P)lX_2T2cYu30&8kTtEmmr3#Av7pWGP)rr{IUmDtXVX
zGI?l9U^G;M7}(kHA+-b6-&E=hjWfb%5c5?Oq_EwfsW`}slXUnnHV)|g=t1}W7_c*7
zL&i0r_YF7hL>q*!wgx~utwDH9@+tiix6P#!XKLjb$lpcsVlBDsUJx8qM=*hz54_B~
z(=W=%=KBGoa^ns0=z%}uxb_v2i#!;ju5M<O-M3r)4I~#jCOiO}TpTjOhaqnn1$33M
zltd|#FWbYQvsNVYV8UrU_0nYF4G}QLIYT9Da;TsX-_Ot(a%6RLEXiFyIB+b)=WyUg
zXDSQiLVRbTwCzshR8Sp;u@|PF3s^xA0`TkfOW7c>8A82~4E6%ZbbdlwQS+z0VT8kn
z@pkvhErXVf3eroH^_7r<xdenN9!8s`x0j!L284aoi}kG}aR$oYFMNJR+dUwrpk6>w
zLM?F&v~ZKA$9Ir|nx!Hpv#@D}T(<$RbVKu8+d1h1S@ojiDm($<wdR@oL6eAwy`2e|
zQ9B2L{5{mOZ;%<Ayf2dD!}w*|q$^+f0V09w#Tp^}X0rm=77ydYJuf)t%yzIpRJ}m;
zP;<>aK}gm}Q9T#Gbo0D=0S1KTinQ-G11G?|+{A|=!+%Ew>4jPiZzi;kho*yAx3jx-
zYuV!m#UI-vXsp`*#^VF4;j&D?M|L*9fVH&ov(OVhZq>4)694D+zz;r*9-n+OxM1a^
zps{e-{d*o-0=G(9<+6%dXb2O#MtZk8F`|ZMn8~RShBKljB<7Ds@ZMrfm+$bl^2O>+
zpNzdeXpDXN!RyP8!#kQr`Nhd-s4OT7mIiGXNaOvGC#_yIW?g-vyG;mP#Jc)G5gw09
z?k0n*fMY(H9X<8XZQ!)AIVPh)%r~%c1jikRC2BG=tpcZpdeJbgJ`oKSAdCTHS_V8n
z3m6~2I&jnfp2LN1#x$cr%(sx~O6U)25-U!hi``}_v!-qRTL9*l!Y;U+e%a9}>?zVh
zFGonRw-p*%XBU86ou~%I{shTUY<#$qjw|del`k&`tf4}8TnxxTWEITe2421JuzNm7
zOCxN7xEF#k;4{f$%-NWk0p+(-0y;q7l$o6PRU5g0{0k({CJhKlsZpF7q$kKjP3$oA
zWZ{Fh3(-rHb%KllIE_Zz($tGJT#C#;=($EQYlI|mh9W5@IK!!4h%;=dbYUzqGl|z1
zpv!JnJ(~x~vfyE?-fzich5ub1q!$`&E}ad=2Oq|~*58<)&b&5AFV<*Ly15vPn|K((
zFE>1}eaek+fWv;Vj+Z0{BMCl?J|{F@I1a85qZeh<H{IH*g^3U2v>~S*ciD{#gY-gm
zz_Uj(Nq9}lvLIq8uGfi1Vo;g>SQ&g6=Y0A^wC4YAhWo$l7plw!SQ&g6lS;N7_v~mh
zNH3}~k0Ph|Fsd#ydYpQ4EJ!b^G6y0FK8!6}*Ns0T&;WPv*)OUxZ((KdVf^Rre(w%H
z=F%X&P-QR-0kgz-t(u6~^9GMiBfn3*XiSd!WV;^=MVLXD2ffLWIUFI1p^`ajOb(+#
zwpXJ<>oLhh$(&bT=xi^eK}?^|>yDd|TP1B(S~m%2G=%9mf^JMQBT8sZ))3i;dSm7A
zL30_8Jbg}(d!+pKkLQj_{rBvk5p8pd@nsp_Ic~=yoY9og5TBT@IbB>1H;KjiYX(Z`
zn!~wv^`cP#^@(T*Tt86CfferEm1#2ZR5lxP7!6|jW*lz8s)>ee5`O|r7Q13Ji1`l6
z{bMwn&<@@Kot7gTDjw~5{;PODFpI)48p0Hl@scq^hE`<?!LT5NMz)NG@Yf;ZY&=&p
zC}Um8+#64yaIS7VXEY>RXFB3OWKAodvLoQ>Tzf*~C@qcWlHo@*Bd#2*;AR)qX{cCz
zTu?%~h8vpFI`mm5S%kk3n>RyT(7mt&>LBJOP8^ZryXXnunQi2oU2t}U597X7S1i8q
zRPbOQI^p!oCZBc>G=)7q%0fe!cz=hSAGtC2==9*LA0=R;hI(mI1BZjDJ`oLJf*4>7
zo-ls+kr{jXGS$<UK`XOBx$NmK8iLlFWi^8~dUxIXtsm=;(P<;2LCg)P+<HtEc(y}E
zKkBRpqd`occjvYqv}P<f+Oz~dne|{agsJZ}$^&xch{)V)$WI;b9}QH0^32?QlUDa=
z@b9ZO+;y(GAZQG2cU50&_h%igb4CM3Lsh{QIoNAFdQ_E0LzK5kZl^{=7!5(|Taylk
zf4N}oh@)3wN^mw7FdD$zK41q!#;Ka*j5@f}1;fUop_s`eUtPUuSWurRAdl7h0G0H6
zeAq*WbIx1t#)4^;Y(DK2h{9NE+25-4H@=z<(0(zi%1=W2A+7Z4fR#aomczQv`lh4T
z+_)iNP4J_TU!oi@YoedTXW`!pSd;uD#EXP`LwJHhN>1P^-*RRPvg^ZsA9cD9;}y$L
zpiY-^$HinTKy+Do99&|`ud+7;K(Y@eF^RHB#h8G^?w8I%C)FZ0N}48zdcM@8l=>(a
zF!7~YJ&S;)F<7h-Fk_w6Py~cTfG6L)4_rF&Fjj3iV8(=rPX~>n?JFK0ar3K=F~~wg
zm^k@NcN+uAR?Q)e$w=nF1erSZqA?8WlV@fqbVKjR&?(Kj@)bRdHE>9e8wN&$tbc_1
z(;7#7P)~H|oL;H&liOhdm?bFsU5MU2;*&nB)>Gt9yU3mSvGiFX8I5vq6nS^D5pHzy
zhm=Yv@?wle3g+G9H1;Y<D)Lvg<Z`wHeMJR26nQ6#*|^b_&QZT1Q3}nngXB1bSoomu
z61_C>U;z1z>P4~Ow2pfffLKs3#Dci!(^l?twzqC!;=|bb$C|0HZ@C37Xr7X6f7Lg)
zfO6XrYG<DP`sRhVynAL8X2?Z*fARa-(IB5h=Z*hh<tIm`U;|~OOGENssUV+3KT&?s
z#{U&x0~bB)bNOLgJ6t1nv<W@y0?m{zG2*zTFrG4|hHAsfFhm1z7o~U@%NLhjy7ed6
z<*8mkP%?^~g@$U5w<xE(W6vuy6ObCWI+cVIC4*z(Xk)^}4Q7r9PU@syG@Vd=vPba8
zg@G0oaXNq-Q|UcvbQ3rFj7BlP`3z9|^sd7u3>`n|FS(ap4OYC>i-vpkiD*<wmeU{I
z^A^=n$SgPU!GI(pl@20>Y;2@rmGz}!ac6kC9WIGNo@lYY?(Fwd3uSax7soasYDb&%
zTzmN#J(Yr6lZ6<Mul$F_=-4T@5~%J-vDYR(>@phSz6Ee^8R#jv51^7`qh6Y<sYv6_
ztD!!5j*bcmV$VtU7%^nP!2SdNQY5m~Zct0oH|XXyjE2~EY_VG;N)yPqHu2${(GceA
zIJL7yG8cyieAqsXYi>m%$wEVzeNiOchnU9Ue<={@$hqdRny$uZs32#waSKF^c(!4A
z2ZYSrP)0+Tzq@qA8BW!(NXHgQAX#V>=H}%f({y*7$^63tamG`(K*+8r-%zs#!e|up
zR;^1z%Ag|hM0;j|WT8=*n{i4l%*g19zmy1>JoTbc5%o!9jgezE%~B~CjScBXU*5iK
zs&1yoXn^~_G1Hr7shJ)I-#81hOU_fK0Jl}K$tI&g76$IvWYefdi==oEK}9A8X(?%G
z3U8BPJTMyMq5qEYPz@$PaZuU3QaE(SI5^!*C<gQsZkkD|7mWziC)(JJdi*(di__3p
z2=CZE)~jx2dn#{(SlODR)L7V+qB@cdxp@gHtbla8#N^H^Y+|7|dfc{4?2P!5<yX|a
z62qjY$uZ5bSFB~Nu%CpuR4=^Z?m4ll3ss7^9EDukUh^ZTwQOPH!!SSox~cJ=*+FB%
zEd`N&jTn_=Uh~ua=MNu023+DNE;#e8$4&y5*j`6-mY%j>Kjie@Rj|nQY}@~B`SJC;
zgi9>i2S*~S25XgXev83SeAs8W;GCK|l%tB>EMi$Hpr_?xdQrtXkt=!aEbQP=FH~FH
zAd=o?bhsfLizFhD|1b$ljao;U24?l5F>dOU9q(Br9A#0xByg(KuQ%!qJ}AdSw((Cb
ztP&0J9z{&)5Qv36xw>~?`A5?VuDU#EoZs~Dv=>KSBX)BL9-NlV%SKQ5pP_6z<5-wY
zE=u2QgN_%svH&onQDtlv>nOHUBWCpYuvd8COpi=L{Uu<|K-I{zvd|FbT7XD*feFOu
zifoL_#>&CN`vluh3>9osvIbL5+gvj)MuUtCOcCy43l6OFtEr$1lhF{Sh{hCwFpjU(
z#Abc7u!XwDV>E=VkIl-XLy(>Olm0h9+;;&U$YMhkqe0A#C|4MJvUQYauDk8Pc?)r&
zmPOjBqbM4}6ayM-D>hbW<jQCWQ*8WWZN=JFgUM(JQ?}L6ilYuYO4C;IcMyP7FPe^~
zJ`oLJ>)VPpIcC{>#Apz6Q|7j!5Rwc%eXVONMnjm*+^+<m`hF$b*1b?@hge+wiqR0C
zqOA&X=A>yVX74mj#b^jx-&B&7v}%6s0v4k|%rCI1kX=6h&|F!jOWC4pDn>(?7-iz;
zGGx6xAsJ=@84Y0y*RT1ym8iSevVtaX{3K0VG4rNrD@H^7{zY3Q&%5@AZ+mG?AhngE
zK}_HFW%txjn)sIkv@yAfpP^wih`AZtUzjTxLcLoR<PHV6#B|-eUCs)1+5@~gwpD@A
z5GKZB(<N0|wkoh;Nh4cEL-_h_ATqUDi=eTz`kMTk>a|OMjD}?UADjl*KDgswOS9>j
z;n|Bjj;|(ZT<(HZCS8&&BvdRWNJ^I`AmmpM$2g;KlQy2L@kU~qt<f|vqfsSnUI=ZQ
zE-(|JIupXY5H)jZCx5h5%`lciFCQaW&qAYst+7C=<^zsLJ+a+WuP?735H#kGnf?BE
z6}6x__AZ4iGz!zT&Dp&MUEQia{8~BOcHVN~OILrf8PfqsK3)5J8I8iUdcXuCT|6>U
zZAE5iy19(%dhP&XZYrZ8aD6wYQ|&UHFzy~=o(`iy%<ExpBf@t)*l_H;#D<|0_kr9E
zi6>W7Ts#bfz%UsNVt#|&+&RkNUNEIQRb&>DQouZ1DuA=7%4i7FIf9e#IvOx((-qdN
z{UDje4Fz+qIQlzWs<yj~gGt9&Ws1YE0@g5pv2t@2tmVpm5<iL=lc<Wbw>{r1gj5OQ
zVLUeDtN-k?4fbjV#{ID2`vng|v9{i2p`ohmfs;&edLZA-hc*xoWAC1!A^8{Y8>AQ7
zpPq$=Fwwb4?@|TZA)}G(>z#7cg9UZ<qOpeR6VXsPdTS_?M{iV^J$35BXb|%fbO?m$
zY70UEdodUF2OoAC9asZY3#GUQu`jADW?xHp3N?f+NW}oVBT}Y30uK|jEI)_hwh!8|
zAW#$z&>3*Y)HGoxar1@1?E`FiR;{jjv-Zzp+Cw7TNn3}1er<3+U9}kv@^QqD^O2ky
zHvfW+lR9>}wCZQ*ta9g2FC80<2H7}r$Jv-FEZSc%^5?7z^M7u=XV5tH$E92DIciTG
zBa8+aIcmolu~Kk1S2*?;oIG&a!$r4kg*)N?Tu{Gu{Ap;!nf+okf0GkPlQ9hrfcym~
zu|X>ajkyz!wY>Joe|P_VEjl-h6Gnra>|nrhIt<{js)|Y~`Vmu7>Dj<pS+%05VSv#9
z16F@fcbP4?JM>bI;>(jDkbU{2&kK_0_WcHioI|m5xFe8^hA?lyPLGF_08<>n!-vft
zoWGTPejC94eg*PyB|NtGI;K97oEop~xo@fg)~O@=_Ker{+_%=ONy1z8>5v2{f!U3-
z;8FPl5R}PD<%BU-{xo_~@cxT+4aH~>^Du<N;U<koV{72<xM7y1y<xyJ%VXod)~gcW
z{|6<cI}AzH)kUoF@pu*7Uy$^)2m7hUrZXDi{SkyO9&gr1;;CdN-e)Pt4eyP~z`Kiv
zz_GE@od>6qQ{l*g2`6tsSu>T9t9&4V79@kQBDJX+-$8Mj;>p@C0Nz{Y`xKSY5bqe~
zOBZ1ZS382|5jth!mJx>cb#h@ege}rYw6zt+gG>CV7md8tC(rs7>dNL#@ZeKyM&D!&
z1VT@TWi-TV1Bfi$!M^%gCki$*)v(NH6udb^^qs1P@Qj#F9-3(p(?3Q-;G-OH9p_Rn
zZd1yAo30TVjRMbLan-40W9=ztm3QoMk<OAZ8pOO2y&F8jl`c_dbQ+{Z0R_1U8x|i<
zyk5l`o2-p!P2Kws)F&b){DaZ^T!fv#jY**}^`gO4pU5>M%x%cC=qQ;RaIHH3_O4FG
zvH@K*3fr874cNtNKr~4xStDswkkL>fby!G;P(>IIM(OH6XCKvz23~zK)C<91iVX{1
zt9KNYYjkjy$T1){0HLQ-G8)3X7+Ee3jR~7sdW|bkpkbH=6BM|(!h;Wyl$=h^yDN2y
z&1eww7SIogX}kHDnaRS3z48aaAC<Wuhy7B}QFCw5X-l{sd4e<pJ>lahY1#OgsY2Yt
zV0#mu8TVW{{mVi_n7t9R4?H{;TFULmfN|WFP1|<s`!Agw7!6_`fpB6S;3Dj>?heS7
zLSc4{<+?jHqajQYT<kDB4jyUDs4#1$MSTOIa{gRiATy$jhTspu{@t!D)i5#~s}+ef
zg<$YOBM`l46iqv{2w^P8p`}%5s7Agy=q^HT{uLhSlEKxm<uF{6tkie~v^cI_G%Tx6
zo;%3|%Yy))>qL*D@g2u(`6*!3j(?_j+MC+5ON<5ud^6gHS5Ux3vf;RQ#QLd*Uq(aN
zFMz70+Y4+^j^;+c8aXeS5NklC)8b33n}csBB!ekE()ppPWZauJoYnVl$)pdUO55TN
zZp-zD?Ez!`b!D5n2Kqz4zR7Qp84bz#KrmWx<LYoLT<`0A%=OXm%4ig>*%l3byU>JK
z9Y<ziYYj4^A!HPAx*(*p7nG+>y=Z{dCpzFkzzx`Fg}}1V3ZFEjK7f?fiw0VKA{qsq
z!R4asgJwK;&;F-O2<t2|qXEqAd;22~A-r}GvaCwZaaw&2I!yL-RoHHP*h`z>ut-H*
zE2gUt!N_9WPWB;B+Il@b)=1DFg=3YCFA|I3!}xB{*-I+sz;sx>z>TVM+{!{jm<|ta
z{SNitaB#2tArJIJL(|hfKfFjMB}Rjox1x<&fqdHIYYSX-!-w(s^do{NT>)uS9zXB<
zg$;LMazcB2%|fFvH&>yoY|KBfPvXP4_qaM^_0fPSqc<+hEHnz!x*Xd}Vr~|vt{(-t
z8LK~C_wCe!Ah9dM#Lt$VhA=xjd~SXl-xne#We%2|*TpA(&Ok$$V(2RkjewixQw`%{
zRgl*g@{4%Wf#q!FM2n@-^0!IEYo__~pGyZ7;x}@duu<ocGaALXc_YFWR0-Ho<2)lb
zb0IW+o6#uX3{lpWmpnDA>#psC#+SqY?~@OQCv{rOXb|&u)LJ|NlI|F)ibNqq6t~8N
z8yaAg(lDLFl`NtFkqa{krFbxDy;>#v)Chvn5YyOo(xoAcJSfIT)i>aJT5nW7eAs&h
z7pen0JHBZKxi)*D>F*%HRS_O|+TW{QG!;;vJSQ>){6vH=4OPUWQOtg(EkWw`B4t4r
z>6DPsC=r<>g%Uz4w^%5Zz)mw4C4&#!#fA2i-SRmAz76;RS2_!g0?shN&=n7fVTp&V
zg=2L}$Y>Dr4k%gdfaWfv9OTjg<Lx0!mYkWMq{C!1h<PVs;@-`47Z_tr%*iWq=T5Rf
zyS1Zj4gn5P$Utnz_U<ygi5R7054%#;i$+V-C!(P$i0uF@xGdY;y$n9zuCjAn)g5SN
z^n@?gA?=aXS!7l_9VqQwll2F7UpJ-{yGv?H>U+WX1TIrZ<bnx#exvR=F!~;M-{-F%
zBNq{c6dk_Z9azfcW7tYTS1y0<=Y!Eu-H;LM85m|fy;jn{6)@Dbs@@>_UdL3YAcfUI
zW~`?jO&9-f#u5i(g)o5b7#M~{Wn++?v_g|uSz7oU462Zpm<tt_L1aH;LTFdRXcUe$
z9x;xtL0Uj-xR!d9!>m(qE%b{;3S>qrxZP>DhONh+I9;1ml+hr&|G_RUV&`qk%rK5!
zns&~i-w9ly#QBk#H4*QSB3s<EX^I627!7f|I~t^R0yUHjS9|zneN@wIjE0b_u-S@J
zF>_|9Hlr|dWgGJ%S<m}B5`|h+96-Y`qalX7pbPq(ACpy3gUM(JQ*2EKNN<Oi^qxVK
z84*T9m>3IAx7Ep%O-D7nG8)1?6b(dvBIduOPHm(%4jlV<x4Qq}ZM2MAMnk9rQL57c
z+M`->Ys;qrW9ey2Pd@VGabl;rP;=zMT7|9PHfxMt;hP6xpJT(3?4I8QjH6~Ytf;y4
z7ctR8e6u?ajvYfr3YPpru%F7T7y0Ymg|Qz~VfbU~HNT47^2Dkip1o&e(D=4x-qYuH
zJ{|=0ioXJkMq!GXDqM<yV)uCgIa_2QNWE>7^7t}f41a0SIXw!r+YT5F^7<VpaRxVQ
zn;E)n*?(b{_OHaEanS{L>0Ba4gP3@yy-2)}ZZjms<~!;TjO!FAGi;28V9QYNhQY(5
zceED#<zYpOj-Cg4!IwoD4Pn;6NN)}IW74XP^sHahVKN$pY3_wG7~#j11{?PK$h01L
zAW~L$Mx!t@G?S!<{ZcD$dFrNXN-oni6Qe=QyOG7-*#2y&l!g`(YjvCT*s}1o+AU{{
z1~9kp?hoNK#1rOBh~Z4d=nd}V28RvLIVU0zLNvbvs~{dmzp*EuvTfYqu#4-5>ScpV
zjuV#SP3Uf$k3kL}6wX*SdaM!BTW{k-(7W;5#pXq?U37fV=zP<2uW#FWGDzuJKPICg
zOudxk{WNeUMZIWtbEr>5gP8ZC<kzAwI)^GDiXX2Z3vo)7qS~X`Y`oBD45LwHm?Egy
zB{V)#-w?OLRwHB~j||0IbG$Q$oGlVo#C#4OaB+>N5Z&x&=SqpAxVls|#N*LOt*0!H
zywq|Zt@~-@#b`)gIQK|*BJ?uY%!YvqZzgXhZcP!4Mir5v!>KEojgFUIapF7gH|aVt
zqe0C1s7k^o%WuZj1c7=1bWXSx6EqXmhNDZ@K8LjgfxZoFW4dD%+!zL4<UdisnW&cS
zhRuxBaMoq><S@MutUo4@an{n@$g45d)V?xeV2+MPj?R`3G^)pFNKJ76EChm7kaKuA
zksKOt@GAFCHL5ufRuHW_(XQr;o0i1GkdypQkWKae*KSz%(GXDXb3wPj6Z{QrJ3crK
zajmz#+s<8c##g-|d|p;?R^bt~mafAv8pOOGJIoQ-f^CPKJOCBXV?Sj5Ur`Gpc=nc!
z(2Ry~^}Nbk)L=*M`uRT`+pAQY8kx}`=7Y$qnBW(bpFCzTW0uZgsTU2i>JuFjAz(eT
z@=C(5Ame_1@Tn_z(aw??4Priw%w7&{uQpdWQ6Ac?@@sU>Rja?p^Is1EwPz|oYOCB-
z@Fsfry@^BwZrDnSn>!rt-9Ek?V<2s?$`qtH+k6&iSvoHfiFhx5kX{Vz`=ETU^I28g
z1u%M5fE7c(V}Re|qhw3!Mbkv;6J_ooO!RisZKR9fQB$=K+u4xK)s)dFShEknS{s31
z52nT_eugye>N6U`6vm~vsxgs_)N2@~=2b5mIjB!|R;_!*&VQj+PGh@+c5;^r-0L}_
zPpZ{z1vo)t+j$ucGW-atsvc8%^lJjfpBDuiJM5-imSZ%CxezgNWUv;YYP(O{$e9P&
z6nQUm2jSZa`cFZ=>0Lv@BgVTF6NxCSdB(u_L$*QKw(35g&rqmTM6te<&FLJqkV~vv
zA*6Zz;`;sj?+Vg+968H#<;`O>gn1KMW;QQa^Xp6N=bQxhRn198$HuQYT_<rygP2Dl
zoH%Vh+TTOu?z@gbqubUm`gB}A0x+4yWi$%YJS7i+$M`WXT{G&5rL$WFjk}+FcgQv8
z571#U8p7O!qZnT5>**e98c4gCG<-4|!fcO=wB!7kawJ(App7jWOh!YPJrT3Qk12B@
zuY-2K`1k*n_V`UVf-xF}nW0xS-O>2rfN~hYUzykM-&d}}I}}(?V>F2Q1GYQvX|`^I
zh5~sWi0}9?`VE=8`Mo252^h~@^zo7_Ztnq@CtzLjve6Kx*f3V<ulpx0AO3jdm_Gu>
zHD~lZ`-MVnyE7WX?1#E^pyabR@`(@Hq-F24#8b9RKWW&JBb{7sz`C1l&?4Za%pP4*
zi(#&$cMOx!5TAlK);DR%WA0D?+O{lmqOOe?4PyR?RlNykK83Kb8HXbs)jp?)S$&NN
z7!5&-q{gR8rx0f<V!C3;y*mfMWzt>G?(?6(P^XJ#p&`tpk==r^u-G=fvBB%XF-HCt
zv!d|ve!Zf$P|L&`Oh!Y@iVW@({FrjIgG=((w48VC0h<nW1mNf%qfwYL-kDdGtoN=(
zNMn)1oD7vf9KuYu85xQC7cO^7re<&K1I$KCOo*1t+mtXbC+h=@hUzck!xQ~7m2oau
ziji4e{-?uaG=wQ<1;b`0VfTmbAZ`vTT|%tKV*Mxic_o{1bmQ00oqq9l9j}arcpZnB
zCuYQyI~{(_im7M_^CZMP$&X3n&wo#U@ABt=)W%jB4PoMDZtG+}rtB-QUqZRQnzm;&
zglQq>WIv{q740<8?!jO*ggFZ_r}!~xQ-x{>4WEpLFmYG7b&4O8^iTazgUM(J6OSdN
z+rmx5(NwM1?#VV-pk}UkyoU8BMnkxB5VsB5f8TK?*#+G@05~k8Ay^UVJk>7(B~ANc
zw2nH{$7l%iNo2KP*vtkigZay~pDq_N7z_iT0T;1IS4g-3Qf#@xt^`;s<d=bJeZx6{
z&6<nRkPKEM=4pORGM8#KRHFinhA_WG%&;Gmx}hA47VFfC(GX@!j0aTvF-Z;84>f!;
z8p7Na$NoHwm}?p-SN%T#LG#B}RYvMOsBBKEVU^Jkt71E8FF7-FMs?W)IYb}DXc9z`
z*7!wA-9;@)Y4~I`#3y=ZR;?dXwGM45(_k_h!mLNkh#ynMWsHm8etpqnb1+E&Q+q~3
zm?9NWogY)G3e2Kb-gMc3<qN*ksVJi%%qx*k!;dK~Fs#)5a{jBy|Mkq*@yTcib2eg5
z^<z?ZmO-Rvb$l`!!d!rurXN%FN}8r<<jH6V^9jT}-H)l*Gh|LKtrx*)2=f!foaV=*
z5MUN>kI@ijDZp7#KPJg4ix<IY2y-8ROXrP`B)lFp8_P5TWi$kO2r^plXOx8Hq@ZU?
z&u9oUh?p@yCN-+kYz?1`hA?q9V#WQKG&ZOoYA_iMVPczG4Sq~%Af8j#<GrL)dPYN-
zV!!_xeoWS=8a^2fVP1)RT7FD5WExrAaYjR!^8qg1b{x!`U^&+_fJh^e!-gnf>>owk
z)^Kxz2UE5|t^>$ofmvowZ$`|g5wl=;G#-ci^34hSqF{D#tyic!CxBN4W>w0&El&2M
zT&K>f1?CvvwbDDs=X!xz5uf2{sGZ~U1HiNr@bF+#r&b!S=}?S@l>ZCFO!_g&GsuF;
zXb5vFz@=M{jq8kau8RM&#Ef`P97uWQ>fHY>Fe~D^ctNhZ)Fuz=-ep*9x@pB@^>7G!
za8lmb;B|PVk@h5jW}^zDApw_QA)Q3919O(>i`Y5iwL2D3Ea#MwTIR4zh01kixvvC=
z?7S9aH)G&C$N5nJZl(Mh&3eG!>Lq1}IXxpLZ4&4HFqNxls1Z*_A#}8JDZtbv0!QX+
zyjmiEoNJefVgb99MJzZNRr?Q?lfrTeumCfb@>XEyTCx#=^M_cG@HCIb+c_&L_9@Ts
zx25u$=;|AdelQwpOWbZ_&Gci+Ia{t#t(y_Ev3W7)A?7SUCUs^hSZ(x)(Wts-SarI7
z{ZY%--2m67-<o>-)%r)Zc^w%IViw{QWF17b)5Q&8*bfX#s+hzZ6u?QcF4YPqc<QCe
z+77>f<)<t(1dgX=(xn1CGCeF7ZS4~L7a_w^vRW^u62#&vK4{&KUaZ>z*|Y9TQd2M1
z%_w~Lsyt1Y)eG?{&H;3kd^+O^2*TNUBlmc}t1@e2Mi5&NvrvrqFz6aH^<uSzV3CH+
zMa~H_;z4YeDyXyK^&v<O1!enjVP}lGnXgIJKMM^3<6(O1Our_|S>)P)eHyl_ZsyKt
z2=f|%OBb8=u!5(#fMGm&B_4KGH(>bBIgg!o>?q9dI8wHTqcv)c$VgSr?{)3V9|Wv&
ze}j=tQ?ownYCnl=ZIGwZPwP5K;%uvtUtqO^P;Stpz!<AMEv`Joi}KT~Tl@tn&7(k&
z^`DFdDZZ@-{UlV7vT4@CeiAB3SrH2-KptI}Bs8AQ6PrY^!<*Z&l_1vUb!};GDf3Ex
z3@z4L>TYi!l}o&gMyZ3@0)XMXKdg$vz+`%zQQAf-ZTfm~37n4;cQ0l1RLT#?`M<HI
z?x?f85%}YP-TON06q(Tw=9kEMo1u+0{_G>FndzPf%_zla2zF24GTml$+>H755UUoW
zdp0z%jD}z_UxRf$>}T*ufC575MT4n6c@iOsRuD%8*cJiFLk{k~7*vGLu%-7yrWCL3
zUIQm3ZtqZ4dP<vWXeqWmg3(~zk46;~c?<@j+0U0-C2+rly;l;p+Q>vDV8#^vUf2Xh
zq5AN&NT}M3K`xFwndbl#4cNbfBRI?NzpQKe!`4CdGdvp&c_75kQu0@2SUf)L#0f71
zj8|U%wpE|}&jZ$lsE&D-Gn~ogLP+8-drK>EQHQ7iGGuiu5ET%~4g@3ejzqA-7cV{O
z^$Qx>fKY7AEHoq(agw`KVmfS+_axUM@fHXhGYbu2o`rm#jrDSOGi9)xyF;^h;Oc%+
z!W03jbN!f-Psq$IhY4-;n9(TA&A&j4q>Cn+2^02!4V&pRJ3a$=1IU0)`xuSFwr&Gf
z(V>UUX0<R^fD-}mU&}7bBNsKO(CDHmhta5V%n~$d=lSJAD-g<2(O@zf!t4W>>EfY~
z69jhca>2-+ox`LXmDsGrO<x!I8Kw$8G<j@Q*IK-ej0v035W@$e5H9j#ese_Y#iQmH
z2aV{VQ_o!5^;n%<XEX{kgR3kzQxyb_?Ps07EP1{5PAo=)m=^<g@?z6V{Ctuhqc)Oi
z>dt5gQ}|4m`Y~l2y#mWBGfG>2+OE5<?u>>o7lH}1F7snbWe3~!{+~~Lu=E7&MhZql
zn0O4?y26i1ZJK2{jnNRMxX!T~9wUiDc2rnUj#&Cso8%Iy7mbM3C)*L6D;yrtY%|fK
zcTvSureN}1-<;<(u#nBSqA}_)0jvb1k&kFjJjmvnrS=`{cuG=H2eip>$Rq+e7R{vQ
z#6!-VTA+6TcQD-<_RT|-Xs~6ZFqp<qRqR|Dy+J^Hrz|CTfAjfv<@cug>0AOvg9>yk
z!r|Q2!gUIdMV9>#hW5u&OOLI*3J-ZQW5j3(Q(QPuR2h#ab=ICnYxSbRR-X*@qOdoA
ziAvH*WZSB0tgntobw!W^p<Xmas85D^QAK31d(!*+43fove@W!3<8bpZ^Sl@hV*ZR0
z#(k*iBHTr&<Cg{^^`hZdeWK-8!rmWR&$`Orgha30)@+!HhA{Q2rsm}KB>E2+qnHdB
z4PpjS26NGfv>Vp|w!@s|^XaA4ggK~s(QvCi5e*^hxs{zQ9dK<=X52Cw#QYy}tH)I9
z{>Cqf$o+jcCUjcBXb|&Pz%;MRLoEo6u;QtP@u>#i-d8norWv$G28>2wXW;kIvWfNI
z41_%7Z@v7|>r1cEj@FC@G5<gr{DhC$z%&>KCrl!<8*dL7tsji6ub$EkWWd5WjD|1~
zC*3}rXpGf_riU#^>W*_=2VJhFz8J700C*Uhp)(pn*SDH%<t+i@p!$7VJl<A&Q30bt
z%ogZY;Z4oyQX2fUv2WHcJKA=l1RP#1TnPY4l%dS=K`G`8m0Yz+#cs0D5Z4%9vaZ!z
zg>M6f)pX>bDYxydGwjlGxM&onc@c`^dOxOeSPhkGPg8eBLzqt>=8b+#bu`NuwW4a}
zjkEgd_+&JM*@W`E$&V?I`a|Y|!zxGDl#Ilj{A^HTG=%vaVzMo((kq1{5b~y?b~;Q(
zLzo!Qvu^eCDF-At7bgwLpSqa<qan;60WRGMu3v|%cwl!uxl^9;UD<mIWoSgfXs8IW
zpx2=+Qk^pN@Uk!E5c$B~U>*V;0j_p}g~*zu9$)Rk$+oGN(J1yaSW4+>z!9$vd*5~6
zyT@u%eK8uuY=sKk8+$E_)~HJejed{)e9Is2X^)LD8pKSYvZ3`&w;7wNhufMwt(UWS
z1*|yFG6M?mVA7?CDp86?BNz>_DhyboACrY4HJFS>VVXrKSM13iK4smPI+17%CZi$D
zzKD6IA5(UwSHUn$pZUy$D<P>THw=tMVan`stmz*(V9R-rw1d1B@<5q($YC^ynTISE
zV2Gff-!RDenP(x11(+EPVZH#}N+le{^9SN+GI_s-y2rZ78V-aIkIO>i#cV72ME6ek
zc+SA37JR(v$o9^hjw}It!XveqkSq%tm5vc6>vq4CsP*MVY~SlzlhG(lp>^r}@$qR9
z@5XEvr`G5QqaoCNLEh=k0u}69BwRlVrio!Zcj=A~%C^fPy%*|?Db9Y(_Dh2XUU{gq
zP&Ys^8sb|d+~|NVdmOetl%q}d=3|zj#T<5q2$tVOHN3;mGNt4x{CLHJcNS{*>@yl-
z`5nZZ<Hw{MIZ8f#^1+P{b<v4|(J0Ie)_voE&W|2+AB-6J4_&m^&jk&D$>tY~1~F$~
zPt=bXG-?ely}bMM?o~QWMuV7xaR6#9x}d-A#_k)AZ#U!jfN@Ag<!LR;_t({((GaGd
zPqnw!zGoMYKeD<r8pIT*6vgK1|MT-H17NV?+2*AQ%Wt`)la5bDLzwdb&br%=Ny(~Z
zx+ZNDkkJt4y@+|AA5;3rkfXWF_tSc}drlj2XEX}ayd3p&fge-$qxAu!bbZs&Yi`u~
zk&K2gMH;LJ{FoAIL%=ZiFIlng6}#)?$!G}kE#&hdKc>uG0DLxyJHHBan2d%nOHe-_
z@ncG}_ZF-_^;-FJQ+Mq~eMUo=ct{~#B60#@2o&~3rhM~i*%q*|MZIWDxB5ghgg+E{
zUg+mp&iCF{e*b3OAj4=BW`@46)ZSR!X7aVieu3vyS)XDwh&dGdzP_KT(}_mY#y>ZQ
zpZ{Ek$!HLBIAUT3({vtNj@~ln*V$*h1%_{J&Ez(-@4f&)hXEyw+JXsu7>tHM#s1Y!
z_6;|o7#yxiG=$;)EYDCV^%Cv}x#{p<$5^XpK@luvAfuro)<AQmOU8y_?J-pywXdJ@
z;LE-Q*Q2QyjZUafL__#`S<71_K`b{MH0bF=pZP*3Yes{ZBT?33(X@RCE>VSDK4xtQ
zqSV0gR&)gMVKmPE{r!Gp;p$oSf=-qArLa=s)N@`odMYUbp=ygA5|%wIhu!0XhpVs`
z7LJ02zNA@a`sORrFIp9__W`WZbrwcL>^jwRi$kVZgh6fZ0soEPw?A%K7$J2~oU6u%
zZKL4a|C^6md*-bv30kB4YAPMU1x^+h5b7If`7pgqIuE?GdUQsyf$(7`ds!VY)b*mo
z<{~K3dK?}eJ)?18^}5}gPUxl`dl`+wG>->P()lAIG1I##ow!yn8tqk|XqN<`;^EtL
zQDxcia<jU*vFj1LFa$|k&qzf=TDINGrnU-;z!L18#Q3<!ipWa1enFKGr)V*D<PkTy
zh3f-rTK+j2GmRcq;ImAOhA>5V>t9Ik_R6KZ^;*E#K63P|?k6KA3mY*S!h8W(wAi`4
zbhn3}|MXnQa-m){nCcVJ5axrhdnH{k5re1x{0X#Ds9rR{>Ju%u6Yv`d+^#AK<0!6Q
zdBh+$HNhyYUNp$+6VWK-45L$W`uelh7k3RB4>qOlJgEO%oyBA{h`9u$YIZ?g>l}h?
zHexCjstZS>)!~|HIFcNUV#kLw!Id-k_r%^Q{Jov-3YL;;aC!rJm*q#QP<hj2z^@}R
zhy&|oDs!GjIE;ocg?Z@%=EWm$%F}h{$|Jw}Wo?~KIE)4{@zk=sftz7UR~Irt$lWCq
zb(o9>Ft_jJ&yO{;J~|~7Lf0S^%6to{W>8@+4Wq$26kr|1!af_Qat^f%%%cD}U0gP9
z%rMA<E#|czp-Y34L*!C`kA#65jv>Gb_RK0+;)3;G54c>wq78*RzMn>bi!6g3%i{Hr
zvkC69&=tT$sZm2lL*f>@XFHFC(K~F_Ol_=$E0*ENV)Ir)q#f)y2~L|BW$_xdO5Ti8
z!c7+G&ZA<&iGnCN_HNk0<7){vu4n|sXh={!&^PEfHeMD^h6hKZ@fl*Xf~OMf$A7DU
zQ?P*UW8*NH0dGp)o|>Vcozp3C%@!<6Cx^#VG2C&{jFsquJ0eN|yDHUyxgMHZNSNy;
zT{<cT_khrmqUNo^JRA;7Y+Vwgq91?fq>mZJV7P6JCBrkD7r6@zCh2ZA=WZ?X7qfGE
zIshwBj3=VR6s~!}SD^Ge+I1LQW8bjcj0!5|EbS-aY)jow+>GcV>2k>g*pP*0Lf)Y0
z?Ox0hYitCgAtR)pgUTJSkSO|vX=CQMJW9Juh0y>ezYz@wct{tG|E!3Sd5D)?0QSVG
z7fsYceIgpH#Zx%M9}JzC&qbLZsgVq$QJCfk9O7Z1l*0@7cLsB2+1jS207gRvhzV34
z8Xb?m$epGzH&ibgQ1yvu2z0%0Ot3H2;xq_utnz@%j{1t)`?llRVo}T{PFVPX1&Qf#
zc9sIQW(MY>A%@RE`&)oX(MHAU;u>aQRxL}=9??>th=zbgg1ENBqRlu55kkPpdAi-u
zsb&-|GfjBoO>~A|y=dA_eWJ4|#PNrS+||B77<{u)c3w@KR=B5<tRHAfVKh|AFIY-@
z@@delc+gqAN`ua52z?0Ja!67k4zCI0f)9#^(u)RE8$1;ve;7gA!ai!&1DRpd;4&Iw
z_G!c|9$Ged{9xG7DW-33IkO-BE$~$cz9%N#9v6!?%3S$LNFAQBZ>pWUbnCXJI7UNt
zDZ)vE6FT!odMK%^deK0uPxf8PdE&T)5PuIbA5oT&<u7E)paEwz#P>u5Z!-)6eo1d)
zZ>hmK?Bx?YpM|iHZxMnJ{_dl(S1c04Xo%m75x5j)et4&zur0g<W}Y<?VKh|2IxL~c
zHeAdo%HOR}!@~+)6qL~rc7cfbsHXJvd)jfSUNlUrPjtRg0cVKJoORK;zZCAi9nSWc
zkA&*3nyd>HFdD$z-bWWGKtG}$Vg>S&RrDor&#KI-Sq=&4J=LN3oO;nzM}4B3U9dWJ
z5S0-D@O1lO^$p2J97Y*>&d~#bjt9NcMX*5~mM<XeBou!t44ER)v3&{??hKMqAY90@
z$I~n{#5tN<zJ-WtDis@#9Iyxqqe0B4ku9->2$IEMSMm;cw1});G*VWdXqy$`-hyL)
zA@rpoaIqYm>hUxnZ8ldg8ff*&P%i{M3#X0PO{Hb2j3naG>An)AQOaT0fe=bQGT#9W
zL98K_tcs^BUm^oG&}%BdXjBEv{vdd8KS?(7On^s1Y@>*#07gRvjKu;9l_@B%@<21U
zN(0Sk2s)0?ol!I%8|f=U4zD@vQxW3V>$!C2;Rx!Ib=GqqT^7_C97Y3tXEr$4{iW>D
z;LODtaiQ}!jnI}Ve|4$OG)tkmXi#WppvggK-f`t9IM0>tpLbkFgP6}?#}%8e`T($p
zPj&3bnD+DiEk3G0OD7~ogP6}|#*}&ny9BP-=keQ~t<s(-Wi*J1IV>~qDK`qj4%XxD
ztWWpvajK3_Mgy4J`};=^IG7kY2$qMZg^fsJikXPRR6R1KHU$xXFlpGZyP>@(D6{|K
z5f|%1n!dnjuxbfxR(%u5#S^&2q1%Q;;FD{=(b;20gP6FLDg!3z^|G>xYX;tTf=*nF
z=5L4##1^rvxP{`v-JcMmt{Qjb5r_7NfQ@epn$*Y~Le#0uBBSYn+#`*9CD;(gXs~*R
z?3gwrXPGbo#mZr-iFE4;$r_Iu5Vm^JsDb)K(;RHF8CWOGDV{DGZqAI<j;pIn_^#BZ
z9;{w8*y@uV{g8PC1okf2812jBHR0%ZI8Zk$9`h!oVZZ!a=z2q|j$Io^Uh~;~*DY?P
zQ#M9}t#Rm%wFW2~9uCCj(Dxv@X0<I~s27bos82+L3>>z@44{$7&V+QCAQg#v(J-Mt
z5e@2uSkKj0Ozs|r6Jmd!QQYb4c2S*V84Y5-gr)%#{lJZN;o90zZ5$QYIS<d2v&ni9
zegbitEHnfxmRvf7Op$OoRL}QE(QH}yG<g1B@Kh)!9U)8lV4k=T`w^Ab8HYnK$~biO
z0|gfk`}zU!jn&<lRLF%$Bk1!iaWynP?1Kqw1N5SJ>IkHYT%4%IhwVnf0<82WKNUw;
zMIG9}XRAFtJT^gA6;2tcy{{xv(QEKQ2at${swftK3Pa`LS&e0pM2*+|m5zcdVy5Y|
zjE0~cY2>@4A?Jl~!-~A*@4sL|Z4GcF#%Kr=o6$NOjG0FSWL(sK0NhaI6PbHQ7o%7B
zo1<uUi^jwuahGQMUCz$B;H5V<pRG+!;v1<%aKW;AA$eq>QT$p3Xm*Q4^J(}c%~mg(
z_EVocC#40yj(X->j(Vy~IF0HapN#x<7H;pf+b;_Z@ryh6(;b9-X{F24l#HFf#qxR7
zquenxYHsyHEIU0!ee#TKLJV&s%SFPPk;M^rm*c}|Irot2vJpQA=!LMe(2zK4Wb@(O
zo`mh>xnd5TGBoBlIFj!oTRa4Jg~G3=M-s5nE*dqf!MJ6?P-Sm^4vpJh(zp%6cYGMM
zb6mYNS&h;_XQ3g?`2dmb5~?z1j)^406>x*8oygE@S6C!Y)5wg53K5ZjqL5G`IDAm=
zjRweu%)#x$#x}>JVE4!%*ib{*O6c60TuVDEYiYvK^>hwtYh8QDG;(7!N^T~Ou<5-r
z)y<N7BsAsCQj^IY&r%>{iH~&8%;hB-Ad=IZ;(QMa?3J;=cy&A}TF|SEQee4O5__U`
ziGM(nZVue2r_New8j8`VhO#;%CYv#z_e|h|RxS1p8j}X@Jv;xJ3Y|~JXaIBj9)4#t
z6sk)lQ&vQ7cY4HSGo3z8fjISoL+bT7ix4(baF-`chO`@s%oD~G^kO$~L1=g+jAd%{
zD~H83A0uvKPp)qN)NjkiUj2h^ipFSA^ea*7WoQVQ=(`ub+hO?EaGc}rfrtLEurD4H
zXVX4LgP5-%rXw&npX%yFV`AIO%<l^>(P1(gY|exI&FKv+ME%>@^i|S0;;c%H2CH-l
z`nYq^&bO^;49&27i@SXM2E7r#am3(u#TY%7@fwP41s3#Lp3l{jLGR}R#$N5qJ5T;x
zdsz{qA<QFOE*RE9RK#Ak-4d{`KgLUyUIh+d9L+*Qm{$Xf>AVROMwNMVTYB%1icGy|
zOn~}CGz97h%dIor+D&O6{1$xYEGB@_Am(VOtGORab+Lc?K->6NoO^bQf({3R9<r4v
zMnjnY&4<ckF5S~pF<88u9vJ}&G1Vgo>CES_mq0N65jy-!{7g&Dd_!FhiP<|C(~O3g
zeiSTTy6A*d95!-sex>69X~@)z23vh18p7U!*sWou)guGxlz4WQFn$>gVeSrQH{BJ+
zHQGU^-|@+OSPkclhDzBNOW9*WjP|$<HVoJ<1Mvrup`R^bvYx9cjnPnPhhS;l)XKDI
z1uD-YIy!=-UNpt1PxgJZ>&28=sLzX7O#30>WX)7ahtC_Etz~P_8I7t$2Fo5Bv|`Yh
zJKG11t~UqX-2U(;on>b<i1`L~&@b>|U;KyZ11x;d#V^L1jg{ZW`|T%gLmiG53=cM0
z2SYW%T#0vlP!?5V_O?6b@BP%*0kFb?9FHtnD10DylA=l<2v!7CU9H!p0Tgx!AGVRC
zSiph+FkFsh<6Hv{JXDSvdOTn{KcKc(>y+?=vGjwyp;Z$n>FL$51N0R{->Ph=hgxzB
z?6{~ai8`-r=-}}lda3u|sLLM;_Qw-_+p?kKhgFWL^8AD<;3{Gw{Uon!+~5iiJ+b5}
z;zWmj__)EtJ@h*KlZifmTv=uL0M8Go0Qt*DunDHn4_c3_9HA$7@pGz+d{Vid+*RGv
zh&->Na-5fa;>HDE?V+FO!Pm7wEz!3+VaQ)n*AaDVIP&wC<Wq?}56Hc3OU%0}dpgm#
zt|}YnfhTg8<S|qvmA_ThNDnnNtcyBE)Ol6MkNaz88eH__ss?-TeKvd%>VZY{t*ffW
zddTHq1xw7b7E6&lN#uFsM~xZgp(plT9e27zKXDv*I@*pd`4a5RB>L7TR(Z*Z`^!I{
zvZ?mip27K$zYVO7ITReebQh6owV^RNH6DXA8Hr>VbMw1Rn>_sw-r6(Q-FD!-g+B{p
zFHEPnNBwZLZTT+GO~yyx2^b$9y4yp0Jpf4*p#Fj$cg<S2!2|H;BE$HwW2G*7GR+RX
z8(+rlUWaUIzYW=N_awOL7Ahq0H>0g(_>7+Lai6U<KTq)QnDWB4Z3jJbJ1jC-CmgiT
zWvlRFsRVdk9+@y2!W2O{mLpijN$K2_X4qpig!w8ueT5S$M?ruGP9*3y2Et;oYG)0!
z`b0DY?TE}RVp_!6fB#2X+*4dE()tP!p9Ip9B6Bw(qbGca-i=S0TckCByT+|2(B;f?
zrLZD#NaB`3(4vmeU}gYxH(h|6JH+k_ch8`Sh}7Bbj;hvz2vr6XXXS%#m{#d&NR?tZ
zNx#Fds>;6DvD-%i)`zG)Zc(T-q#oBuh|Ym@i-M+{^6b>lpl!>fx8U>;MnmF#5;cA)
ziq1W4kqf?X-cGi=HYp9GAxsmh1e;J~CQaI)?<qjy<`9Jwg6M?>lnjl=6Y{<laR9)B
z&jYc1y1{5v1x%4Kr6X}ZCLDtu0Nxms)H{e5sTWPBQJ;uL6_CLVZMo#GQHfM((CGQ)
z!cQYNU#oLN84Y4yhGysie1OtnOFDj{T2`Zd!%fzuQYo|05T;mvhDcB}JRSOqN5Zml
zIV3g^%x=L+;#g$Ft#&H*<^<uuFbn!Tpoc^YlOT<Ad`3d?<L<faw^WHeP{mnUtZ|yG
z7i72T4KfrhMD0c|go*rEI92iRFUJ#Dgq6vav^O*|8igsfu6+nDSu$s;8oH&!^i`vB
zjE2x}K%>_#B+s%m*TxHM8}n8~E(wi|TlL|n7GIubSgZV*v~KdxXo&NlCFfO<DD1Y@
za-PH3B{;{?02V*S!$EsUSO-@h7+DI*!B~kxx?v$5Llst}#!N)C1xPn9hgAYmKwm7N
z6#7QAwkB-VW+{Q@g16~ffLvzvLM<>1OXv}*#Pr1p2pMH9ikw&VqES=z$&SX{D~4H7
znKQ7c;t(!GRfOT1r=)JJDA)GJJ5bXF6%f=$d{5VvX)fCZ?R=No95{@I1k@P^r1k<B
zdoM#*5~Vr0Mkb7g(Dx9-9irRzubJ@=0DS8$zYib{BxD*=FB+cJC!!&q4?u(6PS~;x
z+~%t8{Smn+yCibN&M+=Zr?6Gf$ZIp|&WWqF+d~-*N`j&-)?NOgqRVHGKC*Q|_n;xK
zc+lpCVl;#)hNwPrtQYV2pbMCc#IVFe*1|n?{(}q`!EH^71~DnfW6ksPDIHeW8mlr0
zXtaRQ5T>3_sWlJ_mfIMA2V<0BCBsF7m=s*H?)LL39m*H7uHP{l!qoFAClIjR(n(Lq
z_+&JQNntJP9zUNHTUX<qMxKm@F#m#2XN4s*pNa-CDV%2A>*rJIGwf+n{)&cAMnjl-
zKBZR#@>B`mH0{o45R+nf)_s0H)fOs)(mirVpV1Jeo=<91=}qB^Rc3iA8pNd7p*7#n
zr?l?rfbrd+vzJuN`7rYU?4lvezu@!U{eC$6|Jq}mAv2$f1~DmSX)W;cDbpy!g4LQ|
zUs^xsBwUPT>mH1TF!g*=n`YVd$!HLhLZ#OIem>R2)b=3YRw~XXqajQ^pVaO$zuYfb
z<*8^8lVY^i1AabpZg+vH=acNGbB8l)cSeJJo`y3UjQ(2>`uUVL9MZc=*X(7TJQ)pP
z>iMKL&0;?p4PsUkpAY%@JZR|dUwwK6#1i-Eu(C__XJ6^~WHf}S=abr9UNeSAr<gn$
z4Pw?3pAY-_BziUAYV?!Q5T>3_l9deSV5Eof$!HL>j`)1U&!^PSSJeG`Z|UU8Xb4l!
zC)KNR;|=lXfm%Kp4Ps6uJ|Fe-sg}8H4_bQ!ozW1co==jM93b$P!_4wjG>A#-4%R|H
zpM#(I==pQb=@~S3KVa|2I{aTx&?RO+84Y3T`6O9g@a)nH+x@XmR{c~oh)D|`)?<D?
zzpnf0!h3)FK48djqt?zd8p71`N%EB0!?e5m84Y66Qj4|7&nMMg9U|4plhF{So==Kg
zs`Us>yE7WZq$M8faX+8Roik+MID3dg(GaGdPYN!t?>g|g_s-YaB}Rjow6tVB;pdaq
zGL%!Kktd@eOg*1-dbgT&QCHY(wf%w-(_8G-R;Qng1~F+(%UbN`Q>8dGR7NljpNxhu
z^?XvB%5^2JJQ)pQ(ps9e#LuS^BW=Ug@X2ThQ_m-@e{DN=%^6?yZmE+eqd`ns!?T|B
z^C{aDHmzT}p>M<R{j_&)FdD+t^Qne5W3N8Tw_n<&w~kLngP0<{uZS&|R76vT8Oydi
zCWpA2z{g~3DjtsK^u%F3d-?1;mBJrFw2GfX3=>}j5h7TP$wE*3W4t}xM)L0oB}vyS
zhsd~KTcmMoS8@CZ4YC}Fa|mt-WT%4pt_n&&>Q{9ECnl7}%;+8=Fd7nqUNH_WyXEW6
zhr!i<$6fzeU60n<{WOdQG2g~E!|U(TrBx8>jSPi!^_aVBx<4Ug&XN!%^u!W6j)#2m
z(FklZYW@N+X>PicETA%iTm7584&r2$xYVn{teNJ&{Z>wW7O4fiMLM^R(NGKExtDal
zXaSFA)4-r!G{#PSvQNjnE<(FP>Uv#KSDYFreZA?R_6v{J84*SUoc`6WTC27WPF75b
zpz0*>K;UcWT-HJG&{HKjr^zAn@cUq4WhRNjG7}acVZWMhiBQTnhgh|M)=NveI?o1-
zmtV44?%5W$E^wEX(O|pI!rF_}_jC1u-W=?ez}$qo(qTwrGLjfIZW8Pzh13)t3Cjs(
z4%w~+yvPe#lqp#PTSw3+B%>j56d>zhXfUH?rV?`255c{-y{p57%JNL`(vB@vD`QJ_
z{glyA1zyDplt7*V$bzNMCXura3ikCns3Km*k^jB6Mf%rUbv>5RAkS;Tx|>I%iT}f|
zgDQGQ+aNU!$!G}kKEO=FO(7Aut-H*Gg*N>%VGia{usj)ui=rXnL`0WKFX!Q2V8;-<
z)5!7TE5vztJB^obm2>BcI2()D1&e?!8R1k^UJa_NO3tIIs0z+=)19%L%1Etf1zj0A
zYosWnD{6c(NNHxH4qR4Xf$B~>p8HLJA1AsKR-huBNX&>^wPOsgE!(+<z)Q5#d-?Du
znaQbkyTIP+XuZdFN@3;T0gL+J6~gJ=HRV-UX51Q_@-2bxT;=9NVb;t%-|(uUiN=^y
zAG-RMEd#+;uy6>Yp?=*R;L=^N0?_%)8su2l>O04{*i3}^^JX??Ek){94om2wEsnsd
z>^is_@+U)5;4%|3iX=1DhZ%g0&=?H~Z6%h}6@`|)6gDnuN?|lqN*YV)CZv|Vn4AYt
zA-2!4n9fRUSgGb$fGOy#7iGfUIg=7W>|(^O(lNes!bu{yFt|hG@o8p6KX|Y<{9EmO
z5tae>Vo!_3XT)?>*tu@89N?{E{Z9GLvHU+|xp25%Rd#Op8HjriN`{8P*Ux}2S<k`S
z73w|}@ryF$?A<w0-+|cez!!z&ao{I;#u<uGsTYlos861Z6oTuMVJejFFdX)MH|pW(
zh6?qffmfgGd~dIbd82@z)DGYa>yiz4bkRS%kUc1ebYKXbVZVo5DlG~ceM=?`S+VXW
zorBA0z%ueY#*zB4>Ak8ztiJVu$(Tp}8m(a~5sU_H@#|n8tvNWivkxGNs24tr;V&&Z
zr$<5Spz-zC8FOa7(FSTU52zuqlZA#b1)pyqy?YDdmcuW8e8~U7>RZdBuj_l%Q-|t?
zb4Ej$y^&8=ciDol*LclowVfAi8mW^uqe0Ad*n*fQonKZdcP79MS?Z<9!mIh9?t%w=
z&?kB!%-7L?hyh^?r0RvOzaAOn+zSQ2-=UK%1_aoD&X3bm_*uPZdW!nwx#$GJ%^v9R
zb->XE&UeN%xoM>ityinO+EsH#qvT@ZA%=8`7|b%@)9Q|T(Xg*R*_&kF6dhf#{~+L7
z??D|r^3HjT6qpN<=VHj{YI7X%rnr@jnL|WXfIp7lg?5&BFnu1rcMf`qkhMMT!oZ%4
z*Tkb5{2csI!TQsPzl)7O-U`PObrEY=tOky(#tct6InO~vIXJ+lyH1Ef1}K^LHd2f6
z3OE|8>s7PV%xzZYK!}TmH1l~ZrNby-AB#yw@RX{j5<90vtA(&2F^WjM>gc|>mcdhw
zY;+fknhwBds2XdroYJA;SPU+%h{S5`TTq&@g!NcLN2i35ASj<NuygI576mBV2K^43
zLYJaBhe@qas1L9JI3HY#!cQg2O<&r&oongO5WNUN$H(L4a8Zm$_B$t<&4}FzmjjX!
z2pQK%6YVodJ5@vmf5zNn!kCV!KjGfY>Ms`m?;7p75=Mhc`7VyI2jZyBg2s~19D>^d
za~n7oFbWFggKge$Pet>{S%8bXii$);T7xZnUk+wdV1J6q0!jsTM($-eB8Q_vq6EEz
zD4Pdv^qzafxE>{w&(=9fj0T%9jZJtKio0Y;st#;?q_!$mjV9P5apqiV>=vUTd_2tq
zGp<OaRwHn!DLKSmk#(~R`b#B3;2H2WC!AP_iO~@2dU4CmeP0HQ{^c!SSTg<JI&m`^
zz~onz$r*r13?){f@aSN=*!C-%F$HQDm?X)J+od+RXo}`80gXYrqf7O90Xh3Uq6&{-
z0quw2jZk5$k)ul`%pv=>K*yO<y89T2ftw9s3w=V!?wx>SzPzBFtH#q<P%&PY0ZCh%
z8+;n-P<y+XA$AOozNa(iJOm0E;UZyrx3O{62BTsmFHKoHCnk}~eK#1%t)warTn2F;
zn5L|p$3{^vOjeoRO&l8i$IB8o4D=dqT8X6WE9g;-N`St>A+wZ7AFZk1&dE}2o7iIv
ztVKuRM&sIHpxRLg^~my@y|iy|s@W4tOTc_VmN6t=3m29^zY4?hTeBA^w%hDYs)&;=
zxPmm6oM^`3>TT%4&0gZ}*oO~N_n5hCMiRCZ_@_+GUb;vv-faS0=LmB$ylPd9fz4jb
z1nliS>`LMi=MjfhKpJ3Z)MhX073_d}c#5L?gc2D`%V91hy1Up%wX3JJ@<_}Oi*0^`
zDLY=SC5d!-wlkZt8aX(eq8df0gz8Gkf2c1{#)(M}32ygjoO!|$ZY^9;m-2dwJ7<J3
zKXba%*mw+<AmQdgP-~6Ec5aNv>`Un`<Er864u}N&Ln0GfM|OdF46YhFYLrN#4*phB
zQ<<GJ>U#H7&M@F;=HxFfNL|wV5S@F<Xwc<-A7=w%7m%GOpf|LKm^Ip&9$;3kyoV+W
zvvYbvrquR|hA{EATu8ZF5r+%!aT(RCGm<=qAidyMTu2J(d?EH9Q~AlCLB8=pNto?i
z-JgkMF8I66HA2@yaH*L6J9&3)0;-hd=Ts$;$_vj{gKsqmi^B&UkFig@z5#KnL&5b1
z%q%p7*&n_10Z8wTs{a~YbJgnazgD+f<Gy4jdPYN-U68kbOFo_El+6$4CuP!iZ3YiU
zqcF`9Y|a9>It})<4IJQMRz}nps?hpEU7(K9DBuhM3c0r*HjqE_-m)_)Z<(RfXGVjV
z9|E5irZ7pjksaN`YR+nhu;v{ogOZT2fWtAj0cOte;InFKCe4gSv2E^wBX2P#WJuMg
zz=iSc`C(I54LGAw;PQ}HAJ7aB!|JSuG4s%;PfWaL>g3F50CRgUe+E-Itvw?ZZ?MdI
z`^JSzT#D)LSH!;i9rov(4u!CoX1`#DoI%(R9NXqzmQiFxk9G3VyF1U(*PgcE*2nXL
z_Q8uDx;inMEOn|DK9H)D!=t-Q)u&vYi!IkN8m!01sIOwpn<Z+IgB~o+$mN}np<jIf
z)L>YgL@kVlFpolIYHQCoJ#Ef(WJmQ#@T#xB9MfPK@T_6=tC#ex(#f3BAg`Zb{q>k~
zY*`yH@_OHPT<PW7Wk5!Q?YOI7H>FnMmftcojjR{2meK5?Wi-hB#?0K){RerszcK&W
zCr{Q%gwY`8Cd9-XSLyb!6Wxl!g>*xsu=~u@hEkSG)#AvG?-E6Hb2~iJMTicone0xw
zoQ<U5e6Ci)v{m5BU*=!<&3WZIX)qdW%ia8K376Br;2jpX2Z`WK>8NNFQk+J|z*KrF
z53DH1#O1}XU?8Kxb_k$Fx*BQ&&bBOJQY131HmnIj$=1lhp%-Nw4Ly}x$u~YZ`J3<|
zV8zr6T1i1KLJ1v1QM{+eoE52sivytM9=A;WhJH*H5+<3M8eRcanD8G&hjE)7Mo;+2
zoHfMn&&V+kGCrTuee<wy&cY)ltPvOuVO{{8feVPvcB&UVw<82pg~NXbmw=$rJmOKm
zpj4?;6du!1M}!<J%k-nk8j4kPi-ge-CbDCd`9(rKSS{XbM8aqYa{%fL^Vp^P2K)Bq
zu&@|L44Y5UjQFs<R2L0lc0*k+f#_r%MyX~<W%pPeR!0)K!;gF9X7p6n8f>D1p>|*P
z6e5jc4i}SR+nasRv=!sM!CG)RUgWU!Ai!@E;3LP6DgOt+_rU?XBjkt1C7D=Ks;_R=
zl*7>!!TrHlKqoOXjbs!MYch>mG8)ya<``EI8O6kY{&$MVFke`9?VkPaSo9N|S=*(<
z1+^`E>BbjEgKU2eO)B#>e+h3MMVvFE;F53uI5udsyyU4_U3VR$Gg^#BVVaK$4IcxE
zSuqUY0cHoHGy-5W1bhux!*ua5+(*`|n~{Vh^q!bJX90^}_rG!axySa^UdqU5fZ^?3
z{iAm(g<hCQjQTE^FOOI#mY`lVVo{$cIDujr3mreh?QS%o9sB5_J6f#$7Azw3%NY$~
z7Nda`@yT|f6EM&^#&<~q*=DKE%XPC}MnlNL9y32wooqI`cYJ*1>KWQ&{fq|XypLbb
zayACHRf^ENSZCBXEz>iNfEW!{<16eqBHL|S&~#`>@s1B8dET`@eA^4IP58Zj+%@lh
zi<$lBVq@oJqajSZ4$ESga+HMZ1Xn%%`s!Ox|4oO<XbAH}F|7OfJZJHymGS9-DR-J`
zF&PbE&cw+r<C7-K=U>wJYxnNjx-%NW#H+P9CS}*@T~gM~{1mfeF?li?g}M1gbjTT>
zl*!?v76U(8F-}`|Mx!vT?s(L(pOmLiWqeRtc6w>DwxCgUy9BaJxX$AcW(%zQoAB@$
z1(oE%koRn01_|alG8)2s3o%#wF;$N>_B-j8H(Q$+U1OMxhA{CiF>8$<Q`RdTFiz~Y
zb;w8OX;0HL8p7;{m}~u*RIe*m7L_eHe-|B}j7DLa&tnI*_W;jD9l(dNY2eih54&ew
zz*v6&WnI%Bwgyal4{#P5!h8lWA*egJYHa^;)u;OxO>%aw(3Y5Mkl%HF87NQIzA1j2
z&df3z;uklJqzkL6%5j|)d_s?ES?6}$`b8f|WT&qE(Wn8VA?O2fd~XNP8bPScc=r5a
zqmF4tL&z^8a#1Leh}Og#8s+Vq1F!+{VNYXWb2LST=1XI2inE`{QB}NV8e9yUCw`FO
zS5zAQ%EArx9@)sr7$keED__yWScBK;ur9)A6sFKL9%V5PUv*gUE=Z_3?#rL{-TGt#
zRF93tj0Q2q{ai0X<<kYQr8d(PKZnHx0Sv<pG$ig}&V&p(uw*iq7j$AEOQC3pW#K+_
z5vm8v!|{04)VQVD`oVk}jjS0B71A3ugLx9<(<}|2v-zaQkJHJT(Euj*B;<XBQy@|#
z_NJrzHWhnSTUZmu$f!qc<ir|I7^oLbRn#Y<!KzF~7p?<z{&X?m)?gm*sc?eH11|Z^
z;Z(W+pQ)I}+nGJMQnop4TokyNDm7gQOd~D`%L6TSBL~eC(E6sO+(rd2uU>KIMO}1F
z%V@A^*&T8*xXdj&02XwnVyo&)lQr;6Ia#M=G}xkrXwLPR(&d2Ft&fLH9edx_DY_ak
z8pJ#kb$u3e*mS!S$CTqfV&D1;jRfjNqkrlX1xW~5+@o6xd&aFuJ<PzvQJA^;H=;@<
z%wa31;9Z>eZHrTI|Kd*0N+@s-MkD@_Kf_PX+J~5CH|#JS=!Vw>Y<Bl5HwEm}i$>V$
zlYOM-IdQZ@z>i1xjt>0TDpml~D@_56hFVjvd-G44SkZRsCy*{<T;P`YyV}d`84X}^
z!-#kECBieOOby3sA=wIcp>3#|#bOxI9gNJ`fYqUO6uZ?r*rSOKo+-9QT#N?ACE)+a
z1KtbE#+PM=&S8(GfJW~&-C-E)bW1kEIe>T+wpe=1Bpcl{oHH8YT;I@inPubb-{0>y
zR-4+3(O^UO_0OeML&Ls-nn(j~EEDtT+tF_*t{QxzK2=rDjXez;yEST3DS!(Tq%T3X
zWe$xZO29kH(z`+l;zUMG+=$^?g1#iy$u#Z5Xs~@mNdvI?yUUX3Vmf_6a)vZZEo<%g
znI9}@^S`l0x<Wy6WPpkdo(@qm+*9OHH(5#!%Qd1pdUc}=&Evm+<+IBMYp)k&G^lO^
z{Oabt3e-+o1jCRiR(ph<5qoP2tLSf@+OdY%(Z;e+@$|K$jv_-r-+&*?yZ}an3h)#T
zOk#_8JN;SooX0(ZEcQK@OlYWuoM8V1zSu!q0yYbCq^RESkv20+8fh~cl8kUlOT{6(
z$hcUv5l+Ry-p*#yRv{t0fi>Mu)}S&z!^3;d21Fnq0?5`fXkQPeymaL~m@$<-eo*|e
zJ;1kP6Guj)<YAVhQ7V?)YMif}RT~*LCkT&2f@kPEIa>xH5q;m0iH|l1jMrA4o_Ant
zxb~6v9Y(X`mLa0lQVdGsXcmjC=Pb7-Gznsry~Fs%hRD#Vk(z0Imdx~9)8>o@+g!kl
zKHL$GAYnWSOKI)`#F2tdaNA0)34V9vpC|%X)zc+15|j-;he@W8k(gxS6}=e5(ib3A
zH-~e}q5ye9PIkHGmcQ6cTmq);j1;7qNF<sYU*GLyM%`Be#)Q{qUt0DX-Ur8qEJlM$
z`5l-E3l|~a`j%l8haGn4q_7q9AA!!fM<M#=tI$#D5Q2^TQMl121Q#SG(dN&EKg%es
z>@BeMY4R@hWuKn|0mS)|G4s!2`01W-tD>2d4ne3soPcGX5G1FX23&?<{oWIBmz+Wf
zORhS+9k9Ly7J#G-OT&k=gH@$0CNW^FJKfEQBtwZ*Ljy#wV7CbzCP~)8?njT=mwU=y
z3>fOjA?^&ox|(eP!WxakgnJo)(W@fO-teO|4!QAY3VrQn)E2={KY>3{9`b@71vw$L
zhowMbN^}}?ralo3@qawx?`n6|R5+TgBsLq<l*DMLq!Y2EE^uxb(iK(<S*ep!o~Dsw
z%c_8(UNnWMPeen7q_B`;J1fAjnUJf>1D><h5p8k4r~zD14Rrt&j>a*d6H3Au;OPx~
z!=ma9&!OFI7g7kIV$P-=*@s*fS1G<j!W<x~_Cv^7Csh3E6x^bvS9+3~x_eUfQcJ86
zT>^urN9h?o71u{h_ePD0B*Wm!hQXDcZZ=zNONjaySpxPeyyEg7C;@XK@-0cF>zj^V
zbK{19@zBq^eY50~=ft(2f+JIySX;i*h<T*Neo4~8Us^Y!blqEUA3J6E#9pU?pY?LZ
z{Q5mVg_5j`{4Ky}2=jX6rX7TFLlF71Fg*dDI~5P3_}s;}A3b4I(Aa0;U9W{J-*)QY
z)Y-k;|F@e@zI(y5hXsu%&PlDf5bCTL8HAAdFm^k=%XP19fxRVHZd|?o*ymRSiIEqv
za`qtuJQ{4_!+7)Q1Fzd{%aouoth93RV-G(7m3tHZ4g$+ULzvHC<w|ikfUI4pAr5D4
za7U^0Yq`D(33AknrUdngXs86S_&*Yg*+1XBx+9o<d>H@Q^5v2q8zuzlMRgF<sb!wI
zqyy07!x+73&`m3<#|G&|_48fZE1~3>>!IG_VT}K9;Nmal{3}Q=#LgxZ;=f_hAK2M~
zzCS*U3r@s@!dB3zc=zg4_dN4FaRIx~MQnZRCZR3a=n4N#fJ?Vaq^c7&V0(4*HCW-6
zW5gpcS7v%B&8CZnkUv1=!VoAT47ITcOxR43<N_bY#txe%d{MnekX}fhPKEQb(Ni%e
zqDB->l0HKfxD4)|B)NmNZ1tiUG1MobA?R(g25??X3>V&g%go|xpcxH8JHCXQUApH}
zu5Ev=Tcl$&gn2u<I3<GBnt#IIcm(|)wo_B;hI?5>srnXl@QPdxp2sM%-%&m87xhr~
zU3WpP8l?>NqLID&L^Omy6}QloLm{A%-$E0Mhw;E^4;S6Gbue6#Skmg|=qE9!ON}m6
z_0Ds3sa@VU`=qbl0s5yqT;6u{@>oz+yB4Y~#pJ&En3_%A!}GmZJ`g>&0oX|wC&G1+
zkbPhu_!<f9iHA|XbjF^2`<)gvnod5fs^bs0ID8!ee5E_7ABF0yczvi2lV9Xnc&to3
zjFpStTQjS6zo3yQJZA6%BkO|JJil@H^Y_H3%SN3NG!EKO{Ob1oZgMR6Y?RbkAt~X_
zi-&#NE_le@VADaz<+z#SZaF;7#ZdttoQ9<T30AjL2py7o+erxF!W~rlJFGN5jLNfq
z9vGf`T+sOU;V0bKVmM@VQPRaEHdae$wf*zVHb{>TBXw%c&G&r>_Or*q%icd@?d8-M
zUkTy53j^uk9nRumES-7q5aW_vgT{H=ZW(m!ho?JLcgo3kmDB0f6)!(^R(a6qb@<5L
z+aG<u!&fgj%$jcRsg{RB_Dd27vS>Yk0?c=DHvN#nlcFDt2pZ+dn@+l*`gRcVlfbrz
zdqzW;zaZvPq<3R}zTo-YHm*G~Xxuk$mp9U#<^bk{vf&(wFdD)<9CwMm28!irsmbqL
zca?SM<e+g`<D-}VzWf@;qrir?=1XOBT9(lh{?UlP+>bx(vEK?eE&=6i(Q4g-Q#!*)
zXT6Fvc`j{XG=%wzX#TOOXjJPao^$c<|10hBe!x&K8atvs5e<RgjxKxAFvHMdt1;6x
zc(U*zqao~tD2zX)FdQ}ibKW&QR;?WxG|t#(`{O^YxeJ7`Kngeu4Picm{N|yGdbHx|
z2YwsSz1NVSvG|ytJ@$PQGeX|)*9t~Mpg3=_u0eYDKt^lJYNF7jrYybDMBu~Tz7Olq
ziiR*BMn+5EyfG&9)(TgS*-O>9zT=06gvI>;d1eEd#PqD#*zpC2XGTLjzlA)vA6DOx
zY}9hhnp&f3jE2xZL-gX4%?20^%{oZ0?Da)*UZE4>_!Gr3N*W8Ns<hty(^c)hX!oy<
zpcYJj84WSq1;m>!0*1B1VBWU|o6!*V%Ydz#&zS-9skQZ`FchwdG@~KR*AY_;EAHTx
z(o8#ZKP~~-1``K4Inps2!h8!cZNu*Hsn(s0EmiMM{CzTJ4Sxz{@1F288p7Owa_thD
z0fD?wJO<$ckq`y<ctHPi3So{Xjh_xv?gAM-75Fh$!X8N+e5t7)2Ml@o^e{&-S!f9J
zDXc`XNR?=N03PGPx`9SJ7!85{f(*ky9HzcR?+zdK%~0U2$t$7;1H)1~ve6LcXM*7h
z@KRJ<L&LD!1?F8vGVG!u@ZS*}hY>Bdv^Y7e@QSWog4v5pR8R@LLrA%T8x|b()!^G!
zFAELvzANsYo(_X7U^-ET$Zn^MZq*3aF0K1;>!7dh=m)~SO^zs8Xb3ZaJQpLYp;$aQ
zRmQ6wwPLE;WTlXS9aHBDWLU-|%!j~b6Axo_^{6L*-F;lpc<<P?rMq2xAuzlj5Q3AD
zg@za&hL~^2vHCaEID8mY?I-@+Yi@neIBffY2ORs*Y7&C@oPmZgG3~VVmc*QmeB#3h
zb{lb7{m%wCg-<k;{IU?-PwRDI<HY9-G=$lRnEMDjZ!QF-6Az={sa?ii5+4LTW8#t5
zpYtj93>z~G4Pn*;X1eXzIL2<hV-gEmYI-rFA>4l>uACI%v0=D!12hab3y6myHS8<6
zZTY_Ac27S6lQo;^Y%~OZB?@A*6z*CS1U`&K%cssAdcbtJ-SXA^nY&l4Buw!+0}Wv=
zM}~V)Pm6`?VVf!BstQe&o2opWPSzXpk*F7PkDN}YJ`oKS^)|AP=hMK#^+kQdhw;mk
zUp+D5<cgp%@0sbdzI$?&Gd0;2`d+$JEzuBX&|}0AS9}<2Uj49O@bB$|#yPuw@yf5)
zCujnNr#;i%>&%&{h7kP}CTum+Aa^vR8!>+bM#RGyc=4!H)~|(_*Si<)HGAA1tDMOc
za$v1M6Ob?R_=$%x=g?)}+;L#Xpb_e}s(q?M(&6}EoJ<wKT@vPWTu;i&_9GGta%w#<
z3ULLF)=h3bxzC9(V>|QVX)lgE4#Z-;fHdyl5~Cr^3dDR{h}yNvB!_3XZ?KCo_sYfJ
z4+6|`q;aoAF&e@YTW^+1%->*~vhZQ_=(Y0artU3*#=`V(&u&>6cIHvIs+leYTL@`7
z@RW3@22=FcLTOokO{F#9uiJ-e8jTrd3@6$(Fw=JZQmv)Yq8iLIWnCO}MnmXg#q}kW
zXTF*21d4zU<B^{a+_iKa%--j8AK51UM}&Hkt9SMa9=PeH0GzB!6)hR^*zgmB)@oU-
zlfH(o|D1hQi&(cqjtK5=FT~9S^^m8i^URAdM2in&>%{WOohBX?H2TN)YW;lcvY_>~
zKy)d?C+*GgAJ^`tF0eh+(a`HqOdUgJB9w}uazn^6Vqk(?$L6TZ;_V6D_Yj<uhB6xs
zN$PPZK)EG%V%!%W#^f8$GI|~j@%5EASFHFXAB?YxbNqtzqs71`NHfqAzC)kyqVM@x
zn=2PI3=0~|Uwt(E!~JL{mkDPx8x3I=W8iC&955W7`wf}9`Mo0xf=1<o$%8s>n+%w%
zPy_N@n2d%nyCUY(0@FGV{v#g7mA7tg9XqcqX#DhH;;A1NL6RILhkY=})vf`zFT?t9
z189AgUr{OeE9+I{${lpx^1>l)dj2^)XncD0h_0vqFyAR9g$AcRhKa<Qi7d&bIP8~H
z(n4&fMp>WU*qiZT+iY0%KH}T`_Agp`B*=(Oo}__y(Gcb_SmzSZMLQlCivB-s*BxI~
zvHVdI64D5vca<iJiVd-lD<mLDD3SmQ==G9Z4hPcQBvdO;!GawdDk5Tmr-%wx1QAd~
zEC`}r^`U|VPyrDOi2P=D&(0~cxj$dX`{(3*a_4+^cXoDmc6N4FCW5wGqTJxay6M?g
zqbf&$AfGgN%Vh@!b_V>FFo!`O#GxU4bR3GOBzHWX!pDwjvpRVOcnaI64QxN@xH+x{
zIv%-`CVgAlL+N!fvJa^s*K_LKytsMq{>&eq%nw;@=A_>`{akcyZC4}J-QZv}gn21e
z9ybY~YhC*1Mcaf;?aD*ecpTs_KMR<SeIJL0Fe@a(VKs&OwwmjJKMQA9d{`$A8hPoy
z!A(N+LUoQqL--FPe%%RC*o?E+pu)n3b>{lqQCl~HXZN1%WvA|6h#89>Rs$&x4Pm0g
zQ7l#>egzsa_^_I;?DBNMkO=VhneqKEIQvDwbf!B@@M7b`8ur?|JKtOigKfoIH>Gr&
zc|XndhY<2ZSp|<=y!}zvsx#Xj8?y9^Sc&4EU^j(7@?qs%5P9#VUt#9&)%C%%J1koe
z;?mge=1aTZGY>qpcbr?N=eUg?Co@Wy_#h~a>CX-O^6G-NA!~Ewg!%8D57H<;3f7F#
z5OdIg5Nj24+)bx;OUDhct^gBh@!u=X9J}s4z<fYrdPX{<A<TTlT!>9iw3k7L%7?Xo
zb>W=c<|9K^dEIR{v{(sqoz`5~>0+b8cZG1u^*8PRs~zZ|`8}Wd_|ffyLykwm-jCeG
zhqd9N?hjtI8I<-p{Rdsw`Nm-(u_0K?0fi0vwVB*4WL+}twySq$^l&FK)MVm4)$%2{
z9f=QXYSN}#&U^{HsCB2$KE13PE*$Pxm~m*R<?ejz)uz20ez)-ldjM4Pjp;i-esKg~
zvI&>b5atZ5=TB-FyFIic^{ta`Ik_NY?Vb6^;kL^s0w%N87!6_e!C{u>4I_aGyaOp^
zbzBQFvFR6sQr15a4S~CZBhfQBdM>E=ENA#}A?wZgZ_i#j6U9{NvUoIv`4=!D)(DpV
z{o%w_we?mLg(v*OP;W*<Wi-I;sHswH88236Tlal->dNhRoDB756O`hGhlVhRBjyT)
zIS=`Z59eI#CcxbL_!Es*{@{js-HP<enDMwC=)kY0C;Twb$C@~KI?=hM&JG9>$RlTP
zUa(d$8Y*Qx*2>B0=C(rlG<`V$+3psjAxwAk&+BBN9BqwW9q`T5H(~~@EpqsIxWQ-$
z)8(EQQ{D3pNB+<McjrO<PX#kfo5!x%=G}l~^n_oC+)njy+c#>IfAbaXrhmn>C(URG
z`)<U}2uF%1MW$4Q%f>h-t!Kl)7x-{8+rbXKieQWZ{8P%E6NiT2AI2_RsQgbZ{m^Z*
z%Zj@ug{*-;4gad@0(4zFE}|tUtoX2EO`l!;&2>kItS=6~_~ok?rG)qrj?OjfE1Id;
zm$BG4r2O0Op^bnKD|YL)u6Hg0<#p-U<6ca>=Lslwy;8DqXbAIL*$c3^D=rShg^)6I
z-t~GZ_u(7aR^AiO&U*f_uK?R|)5W17?A=&jClUvbyvlR06yRtz{j4JU>pSr%#BI`u
zls{KPLzuX`FXqdM#-mrr8@~IjYhE5Q7m`Nk=@8o|VoK^=oy_P7|2O1E+aVJy9S8tv
zl*{4zTbU2r6v)aPCI*$pXs9?hE+^3wmout-NLp<Fc_C}d8}sh%wjC`76#)~EhA=V0
zRm=>sXuyK2kN;*xyO4Fvz#(m~kX`wCkS&ZxV=7j61PS&H(lf@dxG;NSvyioM=<0P}
z^!*0v$wGt~4PYK<89cKy)h@>v0z3ow6^zeV3fx8m+c@k}4aUiT%Iz<qt?E!%T3$q0
zQ4_e**)@m&M{v6*NO&v>aB)`kv5B@N^^2j>`X}0-MAl2(!N`w{ypaQYVe(i3@!x^z
zh)u!<ct%6;V-Y?R;d3D^dYl4$enU3jv5uhvaNiu_aq{8f26a)Dk2eOtI>Tl(guNHB
z>xT=X#r%*O+xjrDh0zdlBB<6_3iKufHZdur>)`c^0b2iL=@){=$QJO80rm(1A%zT`
zZ5JBQ84aO7gy<-S3|HsLv-BRP0hiGb?kv#JvHC-%n2>9{5iA9~Ogi0BxG}ppTsH3a
z=(CYws5YaaYCnqLDSaWtKM&F&RF(ULkBtfgG@~Kt7tkU8A;^gjlcr4lV!+ftIX=BN
zWK@>aP;!c5diLBYKfXDB=7DVMl7x{>&iksPNzXDGtmj^wbur2Y<PAN!u9Lwtc`CCK
zQkA5C{I4EsANW>Ip7^Dmh$;;dsZ6OTERhZh@Po-3;=?(S?)graD8Caw1!o}2hBRjU
zfHvFrL(C3L(y|<x52HSKicdccYv?P5eMO~6lVW$U6x9ewWVhm^LwoM;q++;aDcLxr
z6RU7L!B+zNf=U>G>Ln347dTN!L4Hc^Fh|uMtcRC7jD}GE1E}Ixc=+Vzu}%lBoZS$T
z6)S=J)r84t2y++KG$jmS4~2Y!VCx2hNHQ9NPDQpg1P8UeuNaKP@R;IADP|Ut3DNN3
z9Dwniq;?n*hlWaM2qlPBAf-NrsI83mz*RqVVf#DZ{t_6%W(Gz>nAq83Z%{ZW8QC{k
z-G4cy2MC8VNbLKtmGwZ<E2Aa8eq^6e5%`JNA1s2FuaBhd7_c6T5P2|+e3*<zW2)UA
zHvTsqeCw0Bm%y$?-XqqbNw*2p_-8bTxev#`JgD9P&Igt&>EH)~*kaYdYDPo&(^17{
zK|;@BxU8(YB1q-wBtM2C7!4JHM`dFf1&|fJtP0K%m*YJeK4Bs8)f1xup3x9|H;_GN
zmxSpz$hoUNd=mt4KaN`ODAzv`4Po8_n6cFSf?h)lh7IXIsPAB3eU;*Xy9D%$p}zVj
zq9JUVIxA7$y9B71M?pR;(hv5)o~=taHj)~4FjT~zje-!tA?DpJ)TRmT!hu3Yk+G-1
zBbEmHeT5Uk!13}b|B*OVGl-$vdC9WOo4#*|u3Y)uhxlDxQB~?IhS`R~3i6Se-Wu^!
zWTV;yP+Qt~*F*<wF+QAt-(_xoDdLe#0A4Q_B7Nl6qx%W7Ca3Z0FdBmGi1n$bQhfM&
zlzn38QAR_sPeWs3$>GA{Xrwe?q^MEh3E?r+m(gfo*^}Z>P)R9z@Z#j0{=m7pKfzQi
zehf}vjD|2@LSX`P(66tVH)fjnJBZ0>2=i%_95|q>j6khNd>mF{v{cWKOHC63qoD#&
zG{xZ{BR)N}BKGvK-@sb9aNF_)TaXcd1uM;H2=iuCOPS#+*d#13tFR}BA@*WYsjt#X
zuzlg3zd%iVLd<BW0JIV~r(eDN)sa0$!sVmGVlyLMC!@QXahlN(=5IJ{H3;?|8-NB(
zMnjl?B4)E7CMhtjmkgMUhA^AJNE3C?GvxKAlLRU8#H_Kb!x#-=cEHiAv`JBPVkrb@
z1GwwTQu^?NY)fsrqYYLEocqvOacBs<H-e|a8oHzkvQVfK$sK?vN>izW$osObT~iM&
zI5RTC)M<={uxB84LV202unS7!t`e{=hYB-EU^E0ePl8U0*#0O^>XISr7tH8h=Uh39
zNcHY^vsVWzdPpm$=U%P5ks%^kG0?5EI%M<~TzKDbW<zV|IdT(8!oP&{7Cd}CuFSum
zvaO%G*L|t~yfk1On}!(;wGrnJaTM0UD@AG#0QO`Ce*IAKW!+$+<Z}R{A<SdI^9vSn
zNn}D4jv0-EEHd)iEhr%uyBi-Aw(pq6-@Bp|hlWb%1|^6=I7xbIt;Qc5debjxy-Ln?
z!5THfV>oz3QB9PveP7|9w)JQ9J(Y*wi;N(bD3QF*Ok?0Yqan=hi1}Nv4NFF^FK9jH
z_iU^Eu5iDe2dYe*XEcQQIJPqbm=4V>jTD2{4UAx=6}<TZHH%zz;+0)R@0naRISx2c
zKPbD5oND$W)+`YsqyvMAy!mS%UAN%F)#u0+hwL*PeIiAb;Hno!PbDnJ$tH0K+&}4`
zVe}3L9V9du9*jn#sw=iS1~vB|6Gq&+{ugjKe13lUfI0gwhF)ThT}FeL`*D_)$u{Z^
z>!17oNH1T{86{L=J__6d%{>H#+K||W+2IBzFdAK9I}44EjBsvM$rwnBD7|u~{AxAW
z3&pzIJrLfhy8)brkbW`LUH@e17pglNW3k50rHttFtK~FHvIQ%#kgRZTyA*B^uC5Pg
z9?&m_cIcm+HO*q_`I1GHqImm?FtCb^KSL3WMzcyS8<?ysqZ~BSY2W1+Uvb)4ldLlu
zz&y}7xQT&z?qtZAs2ClV2T;S|>Jx*idD-VxXJd@fU|W8J&Zwp>+Erq;i0uyjaQk3W
zTNn+trEjn;{v>MU6D$Z*Qkf5+Z4==Fp)xUgJlsoLSoRN^s)n`C2xd)XG}zQh*i_6{
z%8g(e&C2RnE4`MIz5`CevYWk{p3xJ2SD=rjRzxGBaGY}{)N`y~)$3I~>B5<>g-*RT
z$nRwAR!Lb=l{^9KrUPK#QF$^QR13It2)_X<0%BvM6>gL>C{5RCM#lhEE5SD_CIU~u
zB8@{sC1DLkTQ#lE!*_f*X4<!qsG#J}pYBMSDW@dKxo^>ozYk~tA4#jBCw!OQ8zMlQ
z9@S{<nJ*^;z5wOz$7D2w*$$`0`;p#@sRn{i0Y4GMWHf|{S>i-Hh3WE5sZz*fn*7*f
zV=w82w*sKw!^c}jLzu4vuVP7dDdZjs80AdIO%ttxh6JM_T&!O#W4Ih)kkA!V2KnbA
zCRhd?$Y==O9UNZEl0vQ3*3d7&3N}C)4PYJ!)kJUn|GH7tzXl595A11~20Nv1Suv!5
z$O&fHR?`E7G(3I6&go0)e*jHoZe>P;?32*<;VxKmetEIYuC8Rd+5pUG2zU+-y=fr(
zKAVZwO0!<9Y?|~n9%*8gWi%Soz7LoYYv9};?p!?V-&<3Bo}-o991}Ab4dF|lO>#bD
zPl9`7{X(iZ=(WRn#Tg9&XP_-mANE~JovjA@Uf{cYSgn58m2-R@i1Ke7S-t7RXn$Y{
zi!Fbk^+~V)c<V7CYiF-sT}HmrnW7zE05043u$JYWc*4xrP6=5Z=KeUgZ|EF|9Yy9R
z*ylsp@?pKu=cCeJPlbqy6|-I!%{zBNFDD9tEpLWwI37~KgbN{~oW6eEr!;AR>!C=E
z%fiN`PO+nq6$vA(p-1dVSSUWM39p>qDD8U)SiQA;!BwxPVcvOM7DL72&=7V<#6Btv
zi0{Kk@?jk~IBo0VfslOX@OjT)_S}hMT*Npugm?lXrWJ{@a%gLbbK-Lz=qNQekRErJ
zh{r2k7l($xk&&W{nxEX6Q~5IBc>GB@t#^IXeJ2Q|6SfwIMq^fE7&WawIz9CB-fXMU
zjL`|lE}a5QU<!`WAZ8jWln&TlW;k9w<GMdmS|7-^o=C`eeqzTQ6DFfU%%RXX)nF?9
z3wx@q_H8}B?ebI;CZj>jtFel?I47k+ev5HsMe4kcPn&4}jB{NNc#Gge(wL%saFSy5
zRL~AAs0p|`qlJ(}4>M|*OJuqOOQfoblY%8OdR?M@KI*di1>;0nWhEpF_q9uJDaE^F
zg3)N?YC7VQ?~*I8>jYjW`>JafWM5Nm>Ig=Im>Jaz%(Bbg9C5;Ba6om_3k}9Sa@7PA
zCZj>jOvGFur=D`SRgmRlR?|uiJmUy#-;SMGZ%mcE^TcZvsNV4Uo468ZG`ha_I;?Mc
zX;lgM#|pzDQfm3rJkchoz8Kapw=o(*9|&H0JgfrA2cyn?<bf?gRx<-WqapkYKr|sa
zc@$G_7Dk8Lm`F;A3MvC<lip{KvWeMfk4lbLB6xCzsViyT&@YBs>z{m!XbD^gBfC>z
z|1Au6yjqyu##3kZ*?$Es(vTsQumuaVRtdx{`8Qx`Ctkl8!1Yhg1@rI8#lNigIs{J&
z_s<yzVFtcRD<i?<pflhy8tTP^>42NsYYbS?pgQ2X3m>-X{Tjsk$vPiK>~svA9Rnx#
z!k8S+fbLy5RyTS)G*t6jVTUGGzp$(duF<Hq^y^sfYV_Um<owwKw!wMqSvTK3{FA>5
zO}dHEU~LZ|CI&&r68ftB6ggYUQKA@J1M^aXz77K|mUvNBw92nIv<r-UVFr<4G*nf2
zmqPjwVV8m1ehNotD#3uxXbAlPOzpAydG^>cj?Bc=fXrw#vVAo08GMvOrsUhWN6O)8
zw$?8Oc>NP?)oA!?q(a>&4X%P0Hcwr-@wNdbsbDmSi59$l7FM~*uu@Q>k>dU^K2VYk
z*^61D4K-&px|C{at_)KMnVFQ|vE%(~51UrBj0Q0apa(?;%w62&WDw`yp^0Gk#}RqL
zM4L&>1$3X5P<4QFAF69UmNuEJLl!3AsaFmcm*atVPZ8`BDgr+dz0s&L>V2IMbedq*
zrny1W5M~z~+Uev}E)aohJk>0>M(@fSZ}?&~guWZmlQB0k1~&Vutv>SkN2{4)Jv0O?
zt)(=`RU`L`L{+&zLnDjCFo+zZA#mB<Y(1bv^s8)3T_xGjG*}o7V&e9LXoQc(C{EtK
zQ+jM8<YZm^*yUHwyaF(r1VxU~5T?1Fk9VGU^@9!m%(njA`9R~38)EnXTMIE7#Jn0h
zOXWnk2Ht%2EFbdRG5>lOa>uT__vX{yShU;ZNMJOCX|5;Ta-eqO6HN7FG=O<vKuw%d
zIx9Ei{HPf1oHs`2eXeos$7TQn4;c-%w;6Wxew^8oMnJBavPpiSS8Lx5`bO0aCO$G6
z!o3+I@fwHAZLml1R5|8e7>jN&lVt+avbIpCiKaoJB3-9xs1S2!>BCA^de7IN89ckp
z)LD!MG5<n_T$zAMCZ}&zsZ1e?3Hm|2++9&N6lu7|p&|5siGW@|r|+;qIR%#t>ElDD
z!85Pp)zfZmv>zCLQ1QY=W;BF+J+4Ah!zxg&0<vTPwtLcvLPynMuLCZ292&yL8{r`Z
z!4&uSn&dn_sN?8`_z{POka2d4B^8D%@H$1`Fs`xAmAxqaV#$RN55<6$IMu+^mcVIp
zg<1&t%}X&khTFy?gT=5<<U<w1Ju*HNJNz9BdqaNy9$9?{AujN@sI1DoB&aEWWjtw`
z;%}{kKaaIeQQ(ZxN5+sC4v|!+1FONFs-4?YO}bQ-@1dbV@&#g}aEyVw%WF~SMoP1;
zFkH*9@{mWpLQq8!ld`X=WE_LF1(8G8u<7uO$M&jL2YG0Sz31YP2H=ThHe3!+i~MbZ
z${rXormW0=+v1UlnkDCu!tkWp=7e1rrW+JAiClY(u<Idi8gAQzB_NYG`M{MW`eC;9
z(7uNk9{U>JU+zqNu6kuOy8G<O2%a3q342H-3S2IlN%)}iZuCNO5r>9=@m5Q{@^b0P
z)7quWk~&YMK@8wRWjWZZkY1+8@CIqFfBWa7J0^aoZ>Fvr;%y@<>e%ch+g6^hGGpUx
zW8X-Si7GtmENm7*K9rhu=a3!sz`$YrQfA6a5ZoryOns9rnxLVa;0e*6+u`V`Gnzo;
zp*pW|w2Xd~#oms^&Ov%_v3IQKziHmMzxBN^u#VL&cdO~WI)Tv>XG4G=OUTL1%k#+r
z)mgt#cXhxn#RpyVN-qR@4}vBRnG!_RR%49}6nieB)&u)E2&)9L2Hrr);U^I`so&5(
z`NQ%Gd`vhp+@-R*gNviV>ME5}1OJz-F5VTdhk_fmpyYPBULjz}uOo-^u)pv@eqnmi
za_Dxcs@ftwIWCgESXrz)qP!M3g+{APGDh*IxNCKabPtKYTP!*BkIPusc+B>LZn3W;
z6VvnTF#<x&^5jJ}zAn;!9FIeXy8|3w57CgE{*AosuRJ5U$R~U_!nss0gghq-;?NN0
zA*^xAkV`!43imT|(j4{lj*mxOhL=n`-4usLLn{lHIT+SIJGIqsTT(;TzZ+ch)a|V>
za}!&*GaAIa7F#TRwCUlBNfFqsFOpgCeGIO#uuAm0Xf9>-wyi#;MRueVf&!`v;dX43
z<y3?5AdBdLtzb;i7aKVFyz85o!f1dg2m05@OCU2)LULGN)SDcgtY$PE^oyap^iNLh
zUy<XX1q!RY5ii4u>m06b+w%2Sjn^m=9>bT!3V8T1^)5c$USXIF7!698#B7Ki<Yc+s
zg89bqVKvU}vFfgRLm^<pdBGV>(pSRDKq)v#i&;HA;k)$Sn<^F+p3`F0geybV1+7P{
zJL+;ca0&P_4KZGEA)b)Oc|12;FnYpopJ1y0_5EhF9`ymF@6s>RL|-6;hzz&R`X{0x
zOuUXp=RiTXkIF%+oV{?Dg?`bPo|L2dC!!(Do{0G@G!EiC+#5TZ^;!Dn0|`Z-9a^2;
z`pMJKtyhW)FCiX{#<Y`AnI%Tc%kZ?E=ZjN@488oQye=V2zfkYFweXgp$%vjxkPgl!
zzycrslG4cZl?m-bmVTKg%7eAmKM@UK%De9Bg6|kG@oE+Mu;%x;bJ1B#Av>0SA<Q^5
zgn0&X0*>0i;fX{Wb2Z3^byB2c*28-MRKE~t92x?Z##dc9a|D<dA|^hpGlpJ>8Py<J
zv-3ijacBthLfK`-Wv~V5W2w6HqjkvAFNEp}i~fmdG^)57h3k!=Vo;OA&TQ-TSz}&#
z{Nu|(xY+E=Xf&q17HirBVrwy-CM0=)tsplOf&D3L{>q27D)ab@z8w$2PYu@hd28vl
za9Bc=C}D_0L#6zPrGWQSm4a;X6yi30-l;uyFE{}@Qom3kacHQJB$($!l4Osa35#R-
zupap1@5mGVV3g<=jB`O9XJdE`>}(g7lw%&ogm~Xj88Reik~CI4Be8RN-{TveXNRok
z!eeiH@Wb&gbKH6}8jUIKLOywli%vT3=64_><*aAQUOTZVVls<@(E#Rwyd#`E;mSp2
zAIM90G5KyR4f5vTt(;RF?{5dxmiVxAz7l#d2p^-tmQMyA3g|Epi$PHfQaDYFR$B<A
zh0`yFLiA6RbB+qZ7I5~Gt^VZkzg#mv{UF%tjJ=EoF<XJuh(+jo$#g7$d<?Z3YX>~}
zHMRj{0q3GDUk4AL4L~91I|m+o=!y?<+l38vMnjcOM)mP#P<^O8-w;i8-llt6Tss0!
zeKAZ%qcQC@SWlKQPqiI39<@P&GZVJUUV`*sTj0uj9(D{q9An=@PxvmqH{_fa{FJ8*
z@H=A1;DyT^pV1S33i6~mD16|vTOYONgg|6H(N7a?kj7hQMnjkb5VN1^I~P-}Iv{0%
zzW2*;M;4<Y%!SCeHNn24zE+jVH1!>$(U{ff9d+yy4#Teb;F<=Py>`7x?=Tv~Y=f*n
z4Z4$#JdGF^jTYm%Cz;oUZw}O8wIK^ZbA<}YFM?xdaSEw{dsP-P5jlRYlnhTY*a0s#
z8Gb|L+>o`SXyN{=9~%hVd01JoZpu<dL)<YhMiyQ&d`Qwb2!Q?d@zFCDyk?ANWHgA`
z4mmy)>KUtB5b^K6Xd&}R8ynS(hA_?bq=fXF>@Vvr+iIMV7!6|L@ksGIKK_7*Porti
zmXq<g3-I%2r11t-FdD+#jF=w>G3n;(!*gG_yl4L=@(_)zLoyiVGL3fm6o`r~Rrj;{
z%3|MAS+8SRc-bh_-`#&CEs*=nn)|kYj`uS<^^ZeCm{=ciowO!AJ7)?LJZZ6%{e#~f
z5B1lWIOVE&m(dU=uEgNHG43%Jsr$0R6|e~kiIu$dW<Dk=!>u=?(Ph{;amUiI2)#A$
z>r{$Z(ViAGx#Y5MF-q*6a=>^R%;<GNil!s9+J~<KVIWH4j{}Fld~z_}w!r3YMuV8g
zV)6N)MIq<b1>n!hF)iMyHu}XdA?lyVi%00Pi&%~C+0*6mv{jJHV)I*Xf4ODD5L1mA
z4Pvgvxnw>n)s#MYeI0|t$BY`=84_Bq{63Ld&eI{P=U>gX)RAXAbHua<qoL}~!;ylA
z`+fDKQLK##116&(%-d1&KMP{g=u`14f12vaXb5u;V!joeQz@cA*)E@&Fc}SDn!8`|
zDh9_U`v1A0^i53u&jgmyAZB|M*sj?9Y2krY75c(;A7j;r9(S>Uv5bbm%@tN5`P;Lt
zQSCdweCWPoOciD{h$)S*CCJ!Mag=-KeCk~NVyLJ7$+w#!G0jtwa((a4wo-3Ae8R+?
z*P80dXt180k+JeVlVL#t&`Qh68}+<N02mEnc1PfIA=t;)_8JdTSx+=YVu`~e#eryB
z)vGnIq9ketjHcMpgH0Q}HHDO`mbZfprDar`4!M6$Z+bLz64NG(h8TJbHol?q90&+k
zh5TadsFSjBe}sdB#cO(W7>SAJuaeFQk4?{LsDxJN>zoM>=(2ezy7;gt%ud}r+fDi|
zCF8J0;-(-zqbK}ZfFZG#j`PFQ1el*IBX%)HnYqO(M!*RxwJya|Ml-N#-lYel!J_0S
z!QiD>mNQLMm%qEl!WdX#d8<u{8eb@EpZV-A>;aY|ozW17&P0xmP}<#PMT0Ge&)#q!
zoc{m%sAs=gH?XaV6^w>3r=uN|<#0VZxl%xOM45KQTWzJt;hgc#GiNUAJs-oshGR9n
z+-5XX1m-alBZJi*{7v)H=*bY6J?6Aw-A-6o*A*NT1aV7Ha2P$|FGay=<TSyFdxS&j
zrEqD8M`CE-PAR32pbZxX+rVh3j1C~{+&iMeWMN72#iCe;{RLM6>)C|GXb`gtsy~_a
z?u4KYWOI-~4KNzQ#7R)B3#t~?H><KOebUx|$!G`@LmS133ey!kb;(q{kX5zjt;ok~
zhsyqw?fM1#55&qZAB>*xU3zbSO}ioS_quI=$hPX=_0ij({0aEt=AcY48p4zr9h2Z}
zYXzL%0y!9iLkAz$tmPMdcvms_f$P2cVBU3CB)Y@J-P}+#V2HF#Eyx_WbAPtDEm*X&
zm*9A?_TA_a;hyj$lS-Y_-kQD8nNV@eiCcq+O5ea%uHLBD^64T{AE}EUK9zfIlIKwz
z#)&eD6Iy#a_82~#1E?t>>#lA4PWk!Y&7ieTQ(ROn6wXZkQMPW1+u5p0EA^KBhHP<{
zs=muJZ3j}iC~ZFA@D#TPTdQ0~koHiwNskKbIdP{VcY95(B!14e*4~qG>MKtlLSD*-
zUyN(R&d_>LMsAZRo0eYRXmS~cnF$BtiXq!wsTHm)n-DF<!wGIf=(;jJa!IJ%vJyRI
z>E5+cHYc66;z3YkdMa}3!)OSzKX50O;2i9d79l>I^le~S9yRZjF}W9D@-2tsZl@3n
zl{$DeTg+B$bIVo6=jLpuQ$EQS_XJ7QED7=2I&n5t4S6N*MfyZ(T+4?;24@76QxS7c
zs2jB6(GaH8?dt&;Fr`k#2RWl@a2oUzd9L*UCQOOL){^83YThY7@v*z6Lbov8%xDnv
zMpPAYc`tRC_kLD247Tbax>bfU(fAX0E8e=j$mj_l>kO;wa3S=3Wi&jtGz>@HJseS8
z>UGM21mBYYuHh*-b=(Y64?-(jjt?humWLioIuS`vhUUc59b0E$L`(=c;8jUAFl8mW
z^zb(t2DjtF&IjbGfb5qMVONy-6MWU!l#*rC#TGQDGWwKGv_)AdTDOBR5q5mGaT}Vk
zmRR*J3jBtkaH`6~7*a3B-2_HMnC1nUy5{eXZ0mu)KW}x~X1s=u2`8gL%=fX1AK-(f
zZCAn!Mp~!U_pZKsI^K`X)(?zEWA6A71u_Z51TSm$@l-7~eVMTtE~C-7>dZHtLT2EK
zaSJqa7l1Zl;EYCt+qlk%HRy#Y154%J7{g~3GvG5C!aoo3lLl55Gh9|D11_T>+y#i6
zDmV0^MGTwO$AHaf2zxDJCnIPcW>2h@(IKTyDjTL|Ri0+p2icmnJ}vr-(aFeYu(Fvj
zs_ks3tXL5=fyrf}f>4bsVMe1dl~QE&RA)Rt&bB`N_QHKvb;cZ=Y{W4d#LU9!08RB+
zN)F^|jLPFZKDH{`1ae917ejyPpNNK_&1_Y&14>8bEHb7uVl;?39co$)3-;OJo0tCv
z-qoQ8lSe!_@+cDv7!6`JMi!t^0Y{J^TTBEry+1;q%tQTR;DG*#f~pBwo>QpXJFqpQ
ztmhg8%F5cxGYWM<Gx&O{#&ey-d>UE%P*7M^FU-~&Y<Be;%tNEwZl@quvj&y*DVFXU
zI;2{Q)iw*5-DcRp%qlQtRQ#SX=#bH1wNJt!yBF+_SOO-F^Ho&!*`93c^!LxnUN#Ij
zMe+6$pQXZR2s8o2ES6kURZ<Sup7~EcQ1txFLvt^Fa{VN^S0!tb1^BT9{K!`d`+!Qp
z55&{Ts+Fw4hqDTSQ>s^9Ui?<Z2T*{RAFR1rsd#8KrX5C}IM$+zsdO~N((4z)sL($V
z4PlN#$!K&*uYq}k$Kd5}12GSLF`T6~aJ&Yi1es@#$1+mfGJMcV!$P!yelb*E|3oyp
z`pST2TKL*WuK4==e&94X{jU2DhQ7JWq=Fa?U>-OzezeY%2qdnI;x&hO;8ljQsP3?<
zK&a%yQrnyzA&ZpU?}RI8K$=g(o@*ur5BKRxz&?f$r#K&B1D^%yk)EYk0vgmluCYnq
zz%@ogpjRhAht$Uo;a6O+ul_6Kd$ElTr2StM58tDts>S!vP|f9niS;+RK(=fcnbPl|
zF^2)8!T#?05BgiJ-RXq0Gyd>;1Az}~+4Mcnmp_&jq8ALWITPi+0_8q)Y!vcVh9QnC
z8YzM6tMOuZcknW`uD`{-*;p&}EgX-W1WCoTRRCBKIF6bi<DTThS-!)KifSF76w)x#
zOlx6=QFXzkl>$*&XTHpKvd(;o&JWoR45rZSkadxla6<*skO}y3t`z-L-!1wneS0hl
zM5?O5M7d{@AXdTu<ipxp=k%?s2E$f?e!-4jigGVInt3f%C)Pj@NzD0ZUS+_&S!i8N
zj256%#xSZpa`#VVQ^J1?jEH6BmKB08u(UECJE^vdkeOaGbrEoafEU2lorX3r8e+Q}
zvE{Ys*)o7c+(OaF@`<>XPFKj;=TsbSB*!x03<Qjg{|UqP$Szj}{14dm6-sxr-Vj<m
zL1)0KrWuOmQ}r>Te}2YRik4K^O=UR);ZzE^6yp}-anSr%y)U(Qx-8~@z${FH8*ADZ
zl-WPxRZSa#d2wS+u$ccPtK_-P#@@#K4><M_Og6Dbo~FbpqXw=uDOz$zH+evGN^PqW
z8J3hH_sMG;S_Ta@aOAX7R9p3$4!7%3gffuteM;lN*Hl9H;Xp{~RcuEpYMV1JpgvCR
zRayv%C2AYHB~IIp`Ga~@;KK<uheVt@+a}EoPhvBZD+(i};YwI_CrJ8gKB5@`Lx5w+
z5I|YmwO{S2y=#D|?IiG!>KCegDat^mto>NDzu>JHG6r~CvEr^dT^Bt6J=}@pyl8{z
zH~cn5ehVRaHeT}OGK`YD=oe~xJ#2ewzAUJ=n{PIp)y(`!wsrR8@>PX5H8(Ak7!B0-
z9~sV3$bMfbk1a^=v?Dnvp#mSyVi>ly)rxno+~(+kKVt+!tg(tRDRS&7vU)q9=;6b;
z6x3r40{`)Q`wMu)TBz?;=Q-&q!TyHv?CTD;d7?quVkMe-KuXli8<yu&JT^RY_W(j4
zY=+!dJOkPd1-i9n3oK2JQW?vrfGnVqV#tuAZqxKy`Qo}Jd%y4aRko#HP;x%kt3)vt
zEO~=DTLZ7R#FW9~^#{R~o_(+*4ahYxlqK>$&rrMyhKj(4b8FFG`uZZsv!HvTA$Dhq
z>Ir$psFx`^j}|4=65G)0;w4eLvygL3zYyOVA#!8a;VP}F+HS5ia<kk*U=rs=Fq8bB
z8g7!K7(J#{vmEL8pzOu;qB$yLuDUG6QD<dZ;VdfufuLekT`WP~uj3VLV;G*S9u5Sb
znP1!Omv(ptnfbL1U)LkBE_?NH6!%<;Bd}sJ9!P4V*o#Rh?Lr&kzpGbdN+m4S&fTTB
zdX^dl3y#$%mEhAON-ul-ek9d$wcuZfR>zSVSdFqr@z6CFI3@vF;C9G^YmUGXBccIk
z2wUBYU(`^JBa_r<Y4&@U#=ObQ*<u)DjD`w$8v8<7Z5;Z@hOazh?#z!FIKAP+Dm`n}
zSpy$Q57Ems@txv_YriO#)d@LsVV#iHelE$XyPKZ;?<EkQuV1J|t)UccZ&cT$8ko>Z
z$D=Ki<y+`gS40iWXjz1uFEe!!{{yXBfj!>PyNaysCSdRsx=ZDfK28g2+6(hgn3%hC
zz*omi7;zfxFkJu2m+xLBFy#i@q+~Q8HUG#xjuW&r`lO;{@!ZT<GK@h+gA#if?Hn1;
z%?64Zvk4(LbOQ9}xoCl598jzg+{XZ?)T53Guk9*#gsAU-)#~@xY$)ym{2b3y#xg||
zbFP93<gNkYd`oqe?!Xjf&7&1nI|h_wgETB1Hn;}VoL`Q8s^#kkvMv3B+E=pSREYkM
zH6b==W7x5!+@%QxI_eh<a0@b`u?EnFu=BmEotdK#zL$*Lh!bL#hmlSde3rOcf<Y*z
ze$ij!VYOI8_iLwo-)u-B>-vTI0X_z^+BLseU({H4%f7fDD@TzhwG93h>W5TEKh!d|
z9G^@#(EfRxtrSLsyzYhrM&3X+9|oOI*x7jgr(<4XN*g@|Q>Gh|9UU38w9HfTBV(fm
zXl4l*YRzbf6L=6*8%XW|QIX%9AeY?X5pB-?sD+GXrmb$VC}{35dcvQMVpq>l?IYue
zOs11IthB<+lNt{d*^_38Q*ID&!TkNydF9t1#9PqVY{Y1g4{}p=uC!r>!i@z{!8bFR
zMQP|mMnl-`K#+MKlEZ)!R)L<9?Q{FwyDVb#gb#O6z&Z*qDuJ{l9U6n<0w30`O%HZ@
z>byR1vyt<HdK@?6q*)kisCHXQ%0!gniftSu@?q6|rQLw36?H@O0-Tb&c%P%hq^b<O
z+$%-%y?$}ZwD;g=S<;tPSr#sZvm2^Z*uU-u{E-jqxT7;3z3{!ZA$k#;f|hE%`JJOf
zb9O;Myz?Tq1W8o5IZOchMb|;zY1&HG!Q+d=Yp?Jk@j^`dZVyg`%HYFFUiE8I<AbmR
zuV2KcvLw4LG6^3}+QFkk^rA~@2LQ2#vLwkP!uM=iQvL${qCd{Xj~ggfMJ(rbVVI>{
zYvHcl&pej68se?>i~e*pews#~RtX!L^f}C$@?qWm$=S=d%swGRFZ#P1-6HXdtne7v
zNyE^BbFiuSuud9v$43pLU>xZe62D8O3IW?@tUVd@HM(o%!y5WY>|jBYmLcoY&+fQp
zY-T$ck*z^ieUr6{LWh97nXg{*-u30bWjjpvI68kEyX%H0|AH_b6;r)0TeJ<L>^|$7
zmxs)Sc>7bU{#rih_FuBaF+mbFJOQQqq+eH#z6A<8E=WQJ=}ZWsLy$xtopsjg`{j`a
zsX(M{lr*+XOo|8yGqUdhuE>XVAiYug&^-kqYw2@Y`<`Af4A}6J5?Oc8obL8jr=tGO
z7Ow<J7Ii7TZei*nNHwu$>fa4gVTtydB5`-mRop(@Q~zN58I!MRc2r2bu1H+dOhxuV
zdP|in8&F!RHhvB!g20Eh1e4yig3H|2e|AH+bx$4};v?*`I#rjg7y^m$IyA^_YJZa+
z;vIX+@Kaje`U%``vSHo$gsydagm}j`Jh<@Q7N2K^oCv>$A>OfV(mrfh@B_HU^+7-0
zu@9u&dwc&~Aed?x)eG^C9kAf)<G)!Eg2O-Wd^s!hTPVakRwre3E^<BWb}WY5h$YC!
zL{Fs6NjrPA-@U3^$a?yfyEffAR^8by^`ngPZC(+X7=_!iD=KWr938HZSBN+s-z#A_
z34AywSU`Qu{k6rvkAEd2B;Hj0<<9h!uTJ0PBbEh80yFiZY%N}{N#Ee-ienG1Ju2k1
zu0cqPmrL^M<*$zHF%o2FTgyk@`FlzVi5Dhw7x=KWDQC4y&ucX5yZR(vu41BWs6U*M
zy7b%y$sw-5U%I{1@wdMWb(vD!B;)<PsRr?y`O$kzUziKth%qg{?ssr16r?n-M+2rV
zXgBWi5L8#iohQq*u5uvm0vV2F!70qBC_z;Qr)SEFV5i$>N>U`)T?egZZDMeB1ZYC}
zxjR{VCtpTS+OIpPyI2EfIuvmE1-m_nzWv#<W-dMe!LhomOjvt~$-r9Q5`@uHSuVXd
z|F2r+tn(xm*7&HIMJF}BU6E4q;&BCNa#UfW^FJm>MvD`I<a9hsEuj8#2hw{u$D~x1
z7vT{S5yAVt3{KFY+h&&)cTEB%*)0f7W1)G<rx|^Jge1c!1xd(rs4rkA-k~#7TmuiE
z9H^D%+u2r&UuWO){c)90EDPvoG=zCNj^vJDefcoe?!af+*5Vm!dfuCjn9LAmG>9o}
zGkGjLEgyC}A#9mjqHLvLs4$};a5+^t3w~D(>8Y3I;A!G`#n?DBgb6YRzGZbu5^Vqb
zSP@W7b4=03jE0agjD*|Gl;B3+g9JCU1jT^S5T-nN=vc3nDsanw9_>$jSfAXL`)!l#
zULoty#_N7N<BBVx>-GfIt#a2xX#U;{@B02gcGr;jLXo(_teUhao01KP{XrCJwVIF@
zXFEPw`*>)yd|0_R-Fx2Ld*Q~^`7OU4oU-tukob>6ab3HUCOnY#_P!P&YxB+_zuaDU
zc}RQ}B)R_G%0G{30<(GL8Hd&tE+35{eR6YCULMihurJBO>#i)hv%$x^!Grwu)o;|T
zn;e$PR!VC*dW2GN>ET%OiQ+cwHGEj4>1QX;optVR%s0WfNqkT*a4L|oN{KUUKWcMc
zyRTDl^8g=C_EeZt&c6Jw&(0Xt)~(=)P?1=D43^csjh-wUAJ*G%iKE&kbpZQxYsuNa
zJlGTJw=>vJv^%1V!>_V+Z@c=G7Jk}orR#^@E`bm0s2g9K+N1?A@WeqQFWon|BXz<j
zP>)zUPbXApr`lM!7N^p%&#VrX@6Wd0**a!t{^^+{6|Rk^&Y{3nTq=`bDwWm(nbF!)
zn)bk{!h##p)G(!0-^|w1<<9rYB!^XE!KcFyjcU|7B+gW0(XGw4(;7W@(o^6ST{*Q=
zpQ`KA-M%>mtCLw8#pKAIRcN9;1s5#%u%4LKyH&>mSi@#5ZB(}S-}!Q$mXe19S)3sY
zv)6!Hmk(>>il^>A?uYD<wP4f2uN%Ibrvq383aU6u)lE)Z_^|HS^7^YE+?x!x$n`hv
z|Epb7B1f?iJruetFzO`Au_5cN+fSWz(y^zwO_4*gInpP3*3iEd{k`!l8`5iT>G9xg
zbxJWqY_`J8LLtP5)v(~!%hHDc&Fa@iubDJvVn~EkEnNYldGE1K2d<pm@OwF>N?S7-
z#Rn1-z+&2DYbM&uV9u2fYu(b%H%%=%K146%4Zv;?JypHp&}$WH<BdwOmaxwYhOMDg
zi1@eHVF%*FTKsCp$FqxihUjIQ=p8IdohpQ-f_@Rr6p8DNDA==p`^~+Yf}A-oR2ww6
zMHi$`RH;-kpQ^Rx)5ceavmnvy9qa2}@bWb$0_WM9ONEQT2}I3S(2SC+Whj^Rm3t%@
zaisbJCU^a!Ke`h?a(pTt=Ynsss}dU34_O~?e}C`9E-kgV*$?5zPINQ(sq7xS?~!XZ
zfRvtg>5U(^i!>*(vr&=9T0-uWvT9ZviJ}h3xqMjruG@6Qt`49i^^0MeSNTc6yP{vJ
zTW)wZ+w@w(UCpZL7f|#IU#co~AJcKHF;}K>!#b8;RSI`$6~Se4MKWf@#*5nI!#aQ3
z_O+A$1uIznGL4H1EkpE6b<OZt!6Z=@O4Mqc2)wb&v`c@mc++hg_k1Dm4V0S5HB-DR
z21ZZ#6^Q?05MS>%I6)S85t$kVo{%3#Lzqt?)4cKdG>@owj6{z=MW@%aHoUlL%Z-<J
zg|Xq3<SK1OLnZwiOKPqLhm><Yhv<S_y`@bX=ODmOrY12ODoAFPds(r`6|MhtYqhxD
z)8I4E*4H%0aJG>JB2Ov~Ph+!ICKW8O8icHKr~LTl_?ah!G&#0I3{>Q9m6ZqOgKR6>
z>e363p0djo%az#fW}bEvhcW!X%U|V6fWru9j9+nK_C!1_&G^e`sM&8~IZZv~X#T2V
z+^Uk5?_TH31cuR2F?gUuyc*<gdF9q=?_@R%SvxOiyY1WDPV&%^)QQ-9F(}AgmFFLN
z<G{@wy3JbDk+_Sk5QBr<r41jwA3@c@qak9ss*dZ=N`Jk<MfXksH&c(BlXlnZ+QH>y
z92&wr7U#7U3e%PBX?Lz1-|EaJaPRKA)Z9h?GWHImAxxYaL?3LIx5vpblH0cR1xeS8
zbnEGs%V-D_EyP%w>T%5SQH)!>?uTRZR<*P?L3rbo^kK6G?FAEvixZ<EaGaLJ1;Gl>
z&n_)m9fGOgg5;gM>ns9HJuIZnIwaW7jGpju<`Vsb__=F)T+=88@QXsXJl=0bZ&RHa
z4PkCXhB#|9wHWd8L&@}Jz01DY)haH}7!6_L?uBR(tglYeVO`vGZ||+sA%v9kn9&d>
zZf%HG64PV+?Vmol;+Nx22hDTz%a<&_xF7K#9t~kiFZ$-7@b-Q6Kw90sAiO6`dSu&U
zYcB!J++bfZ8p6a-WbsK5bJ_SS-|bb^JY+rp_YIpL3tt47eS?^chA?qUMYIX>Q+d@+
z4Ox%RUG#nbY`n(U*`;y&h|v%xhCPeVg7s96rA}}@?&5DBp8L^xfY~otPewzSxFI9j
z1?#Dkd0Au6PkM6ja*SYcJdJKW84Y3LK8-jwh}n1X`48;+46HR3QHr}B&L)<N$!G`@
zH*iGzAZDvCPW>=*NAHl;^0wYTWp%?X1cu3I2opDVL`R9~+0eP?(`B!Jc^BMT(CPRy
z4$sXv0Wj58Ks*|aDP$<)$*>0V8A)m%=0Dk%eld8b^iM=Xm@+D-W6+&8s#!_ych|xN
zUMedbdIp(0jnN>c3<1X@9^yJ!{Q2rh^P+w+)KmZDL<7y1rhvr6crNajQkKm7I<La}
zphK8niqTL#<#~l9$a;+tM!vcRJS6BtYlwa6H8vRy;mXZ9N0&xb{Iz{6Ot$i2oi^g%
zt!94=*C^yX`t10T71zn-wG8#yfL^@@=r>VQl8$zAom^y$4q34?tKE*1a4{o4l_!DH
zbdZk<?y;L-nfP$F9${B7>2UG>@2;~$B0)9B^(v^Vr@&~N^LT#xb4$jCL_I~~+JQ<@
z!wfUyj1OK6EiaU7BH25b5Z`f0ISm%8U?nOaPIx2i0_yERNDb(eUOf#lQ=Yt*&LoX|
zDGn`sSSp7XY|nkys@1!RlQCmQfkJj!rbG(jbG0W+v#bl&Ia9Mt2ev{NyWgq`FVTB@
zd$UEIAluXxU$E@bFPyU{<+R@QP4}IUv(|ahoOKJTUY0Q0TkKML*|kH-s8cEPAXzrF
zO7?`@IlDyFG7del7sH*!-XOkC^ktoN)|g4}wmV76sKl4s8~H(eMo;)MA?24re3E0u
z;SXVaT^ht>G=%vZz=_|3m^w?Gvsb$ZFh>V58I8uYrB^3Yx#`B>nNT(OysJ@?B)wH_
zs5GOY0#acd#u|A1fO3!~N?)aNSgO?$B;tGjfyb^IlYc2lv*UbrCowuPadz>G1M|eW
z<a~BX)Gi%l@@-S6>D==+o?~ziQvT2@4qbjjof`(zK(_I?hWK8w)*Zoz@89yobFX&~
zSzVr3)&8ruMoZHb#X+)7Toz=r@?Cxe3E=9FP7nRO7lSe-IWj?n6}hx}@nN;edgk4&
z6#$>meOBkr*Nk?ngRWX}4$^zA(OA=GSATOIY~g;eXUUvDmKFh{9O-enz-Xu=zCg^a
zP7`r-p$;S`wv{+@`OT*ei<&T>%N<_w)9K(*R?e%=A#t{9id*ceY4iJDIUTg<gWG@X
z-F&;NB5m{oi}O@d+<{51Zsp;?3rg8QU^LVeJmw_6R!wo$^l>ex-#FzU7?*p_{rcLy
zR-vgWiwDo%dMFQQ9v!^B|3_yQhQzt5DQ?xsnWFRYQn9#;A-V^9g;xCsGoS6d@v?EI
zVi}Fb6nJb?%mbC|n}=1?VXIKT7;Fap6VVXn+1S&}w$TTPD1OLb+b|l$loRb;fC-nl
ztElAK+$)smGLN>iSLpTxvx*E>4x^zOqg5e>1qDydIO}1B``du2?{AncHGEHGn2cNX
zS|PA^95Glvo^PovoKwZ9U|FQed;Ip}D|rK<EIm!TZDcfriKdMh;lV_`WS!XkyQ($E
zo*1&W-9G>QFLDrbB+_^-G=&LyD>aRto89qR-lON)1rNh`eQDD3=U;v^3~9&eaSfwR
zeQ%g|$-3i0R-?Q-it86lmD)-6mdsRnl&YCauRO;vv_>8NWAsZy@gfdw?qEx#wqZ2X
zS{V<Js4(4XuAZ0o*gI<hvn=Dv=N{@}yO?ok2vcg>Bo7CX?M|dQOgB%o=+)wZ?#Mx>
zo^G$GXmk$^VPdp!ELo2O-=L*<0R3VZwE8F7ttDV-6tO|8q7Ps};-(a33lc_ym{O#>
zqG6p0iOJx+9NfrNR-5Bi7J!kge09PaX&ASRhANHYP>c!o8jX|Hw_Z4JQVYzV#a1Sa
zhA`zpt1QfUEEz%P+I;;-(Ijeto(n}puo~W>#b~Gq%mI&PwJxG;45p@n0%Tl+9J?i>
zcHedPcGv@+eZ#ZQRxRx1>K?40hz1MOVOY+pa66h4lI_VjpyZud-b31d{0q0=6LoN!
z++dXCT>w4S(5;%|<%Nd1qgQ80w`LCB`pHih_mZPsevPBZ+b{_D#6#tYo{z~oQwf59
zm1ep8xGC<Oj#mwH3uE-eMYm;M!>8w>A$Nc9HLRpA`Q^>;@9){tWgOn$6Z3Sec9cWg
zTn)iKr{eH)QKDqcrB}fou<b1)*&0GD!9vA&Tkh7iaXIPS0;Kvn3`e4h{Rg!f5|xa7
zB5YN12OLHCa8eqAg*WZKhdMm@Mh=xMFaw;T_ll!Rf#{(pe0dzbL8Pb%k}%Qmhfc#2
zKJsCaA45%{+rb1o59UGOTpSw0zZO@KO%T7Ns<_e)lp+t$<AaP7XAkoox0E<ERLWX_
zh&AXPsfgzITH$hx0@(D6LFwwBe5u$1;^`IVWfQxHE|~=b>HVJ?N2c_JfIVm6+0qK~
zh#MwX!!%jGp~OC?<~)ni+F)#P1TM)eg^X(Q2%S#{sqiSc+g^Ks;d;-YT3|GU?+S@`
z{YI(#_wL#lot6!HO^fp!H0pxQfoef>Tn@9(b#am#qEgAQJGgb^wDs4WSM6$hMpG(I
z$ZImjs^-L@Cw#1)n56JspMmmgK~B*<offzFU^uF2E65^c<-MA1b)0tnoMVUOhIArs
zw^@qBv$d>?6*9T^wJ=V6Jwr*h6Vf_e^3CW$P%MkyV>BAmZjC*k35lSK!j8^xZnSf?
zj><&>W4Utroxl9tKFgK5_i^k`QEiMvPle?m{cD(`(W^x7`1#cNf3E@jTVnIC7}%-3
zi;sICir%X=89m|4jj1x#FK&G{eD$AQBTohV6|Kgu-v6&NUHrSS@vTS?X%0AAvot!%
zr>z+dm5VrHYOq{=8x$?4r-{iyUNIWN{04_W13al!ora-^82w`Cc>R;3<<w2zs9|ik
z@4S7Xw|=aYbpuyFaXpL?@v6$H>GG4&P@UcW@?zff+Q;wTQVM61)VPEFR8bn_1EV3#
zcd(BdszX%OaY7B5MLLdR5$JL@1Q-pKunS8_jgRdaj@4p&Xf$>;DK*JWdSPhB=|x`~
z?@VJfh#5k~BNH2^4~<ro6~oObwHO^M(J|aeTh6X-Bmbs;F<8#zoYgO&&3hr5G@Ruk
z+N-`P=s~|w1La{~IfYZc2RJh<TMLQ<r#ks?&iz18oj&pbk!A2B4B9v}R0?Kbie<w2
z>Ou%A2zv^c3;r8{4@)J}h4^~?LMt-Y6-T?y`h}7PkS|>y(xTH^R0ruxZxD%7h1*_#
zZ{q{wA(4xIF;szW&d@Ks3ObUBLYk-w@-mAgr}@6Xy^TNLG3MG_xFo&t&fCUc)g6Nb
zn72Lmo*_$?J(C9eXL(~rewz=cSDfX#JD-sUR=?=l4MGzfAJ*Q{U7F1Ox>?Bj^`c$#
zZ(Y|~+W1l$@rsXF8roS}-hFeQmPSfYZ5W)4hMF#ef0K>CY!WsAGa3RmFPVEk-S6Hn
zzXWlO?cRQJoA)i?CtETz8pM=?NToAJPUJ%3<UlfSHR3$Un+(-uGz2YE(8!a!259ET
zGC(sLf_8_#*YMLRmz<a=xQ_%>g*>?{4aI+>1J$c47(L<3>@4+az1rpuRA<g$wRd<{
z>(l2vfq@6C0~rlgH3wDJIC#X;`jpss5q&LcZ3!+9VMrD0T`wrV11Jyuf_z4Lb<Jr;
zq%=}I1(IVqD`)SrTYo{HQak43kj#Ly8L-&yg#Z<{Kfg7ThJPwCvL)Wr8Lkpx`fHlF
zM%fT?XsF5yP!$hV_L)m>sOODAOh!YP1JJX2HUNV{ayLMemz^{FuWb-uoEbXYbMj9D
zMC8YyG^>I5VYa3HW8#}2iBc`FOwdPUbn+f|MyB0>PUk=M-FxRXrermB5};!Eu<AZ}
zW1CMt>>RS1<lk1>WtNa?RWdmN>g^3Wmpi!_vz&{<fe-8XY4`p9WsBoN)`Wt4KdCe7
z47pm8AG<A2h(}MHdR^LAGQwS#Bi!io$6B6W|EdFUdV|hKI5H}*lHxYiBXQ`d96T5X
zS0I<-{XCGML`ThfHoil5U;NCI&p}kmfF(U1`txJhp4Q_*=JZdGPKNvLjhRV~zvTW8
z>e_G^Pi-~U#eIG`kg{-8H+DYsrN{HF9n>TQdw}}vto~l=-bUW<_3GQJ0F@YelFw12
zo8oBH-@}3*^I}&QgbGVjy=I;!ZV!q&EnhVamC+4^Db`BYQ69<AyYq&!wDsqB3SwZ4
zv$7Zsl_l>sY~qx~N^!+s`8&5{Tlz?fp%gVlmbsf%T^v=64H9#L4A6)5EwzWgMaH^F
ziI1TKYbH~rg0ZN?K;=S)buw=_qoIbEL;M5@5|ts!%KXU!$(5|5Ck%x!8Y-j>tmR^<
z4tJgXZr7CUzbb#-JyRjL?9T;_>OV0DHZ>e66<9g(aFAh2s3A^R-}9)2x;YMtc0Pge
z4UMo}87=XRkB#fcB%N~@f?W3=)3wEmtuLeTg`U4y8xG}+5|%$wN!A<LmR?!wIt@gi
zW*P{SkoqCqU|QN^iCx#_l_?LLMRgg25XYDxoTJV9(3rbcR*qVT4ZigG8>YQ+-#}8q
z@)i*>8(Hd|u^aB*ecaJ&8ilMEf4*hUgBHXg>Mp>p6LVD;xIQXIue(~Fs}c7qe78P&
zrDWZ*dF@N9=3uPfQwlQ<4Pj!xibsQ(<>NXgKmR8jf4cMBQNP8G3%hdfVlo=S?0`&d
z;bp3Jl`ARndJ>d%45!?G9C>Qi9p5%GmBeVMBpF$Ezp8x)P@BrLO#-8RWW<p;G=z!b
zDIN=Al3!P+i7*UOMnjk=sp9b<mnq8pYxHJiq0hikt1g!r4Pm0_iYJ4Z-wvodr*JdO
zYBL-4yl3*agH4!>hA`!=3XRpF?`TPR<rMSol?n%V(&L=bA}#OKd=M+;o$DAq6}SvV
zB~umXNhaWxka;cEBu)GaR+3X5I`qYfgU*K*%?}o!<~PV2q@qTC&lU?5iK_xuJ@VnB
zZ@vvDt!CbPqR2im<PO_+u?`vKq6`wHRD>fkH#Cl5v{mF@8in%c7m}wqG}Oe85k6JJ
z<GCv@_6?8P+Xv-B)ZjTM9@<*`K7{?~(d%L}8p8e=u^T}$Yft*NipnW6(%#i5E!(gA
zeOhzSSf^CH+O<=6kO{3pv2J3qVpSY^Dz7fin#3x@?p#4~Xu~UIP}G~NmzMqfEPAf*
z4#G1Ug3py^C1hNI5H3jGqgVz1Qycncp1E?!#2s*Ea)0X|pIUn^1YhfBpcILxRXOg^
zdF7$e4?puBoDlxHU7hLwN`kn9B|(y;jBz_sUhEaJ{%TyjZu^uzu22Xpb{5imb$Pve
zOZJ}Abr1;AhCK&5HyR4fdm)IaU7}X<!fTKDcEgFGE{<J^oh6<PlFvN#w(h4t(l2Da
zTe|9*rl)(Rlg7C1l{U7xszP6n0(EiCB{GFpEXruS=_{4$fovP`kSfU4c-kjtoiY8i
z(@GXJq<Xc%axy0gn89&>$#e~iTD;8BF~Ez-j<TEM$63CQxvk2UT)O83+PdO_U{x7C
zNeI?eyomH(=YvxC;44vz<|VLC{~g3+G=zB!HlcxP0<19X!U#k!z`_aF0qQKPisXVN
z;E<QoFS+~DQ=r@LQTVR3DYrbN5mj-Tb;!iP*-$JDl50gp!4~4aV2#P<(-D<gskw#T
zv!~1BX{+EaITd^k>2;n67DNePR0^S^4WmHi?||JDedm)NSHqDrjhxPvCwRhFRFzdm
z@s1u>U8o~vVCdC*YuFq2-<ahNqLcCaG~%qvlI_;M`|abNyyX>`tF~po*P+i!kYKSa
z$OP&(E$(8TB9W=|@Zl_gAZ|s8&99{VrFDQ0=h`2*oL!mNDyxcI?465MbcElNA<8=e
z(Lryuw_nHAJJ>$)dXVFco+J(VDV8I>7k_QPZ@>6r5GbMD!#=zu_2LU$d{npMxgb8H
zC;T3;2#TdDeyiiQ-g49q^RbZJ=yY+#vz_7QE%8PWo6%@&A#(vHIleC6=u^4zAuXAH
zF*t|xPeenw^7?fai=?_8Qn{-nFv(C?=9gnMh$+)T<6c3mLB7ruUz@HuiI1t@^@fV8
zV3h`VM<1ca@B`-1Vl-4|DXc%C*T}2c$gt7ghG~L1v=|Lxx(W8ZnB<Al*U%a;84Y1d
zncNqwr>fpo=&$@{_e>d5C1qHqHk}7D9IH>sNqu%9`-)2W2pvDE$`<oQiA#g5&99?Q
z==drG3DfqqcBZ+#p_8N%4Jb9)c?d1uQi3m|_E3{q))@m&@9{X?5T+KHDw~6(mx^w?
zr@^uc1Kz)>=hEBH3|SdtUw-1-r!g50PsW|!vE%(~VXsNk=xq|W*hW*%dTr$0aF}l2
zMR)9IIjK_WPFbwfZxz7<J~WBz7sFW7KUw;PxN7!+Q*e&npEQg$MuV8Lf6qd1RpwBg
z1GrZG;IaU(AKdL;idWMwhQX$Pa`q(NlU54}rC6&Jv5Tn`3OE}2Z#{h6>KpL(NjBIR
z4KZQ@DxC}x^so%+b;g|(8FkJJ7BaIQe{9kX4?swsSfj+yt%6>$5{*a>s%Vv@3=EBj
zQnT(HvZHB8q$m=1My7K{DnX%I>&S+`j?<kC)uM{ZeJ2cl68Nxmf+;669pnQLeW7JA
zZsX7p6ZRzlz9&@6Uy5tIl77)f4wVvzhDuq3^WxE}``lK4dT2%L>0xlIrOqHTP0Q$H
z)IsS~7ZyduzNC^cF|(+zN^%Vs%6CEMw?Vlef9>N@2s|0FoybgYtPA^?3i}<Km8uGJ
zMdH{_=lyj@7Bp+`@3(w**Dw$pr&&AR$D!wyI2(dMz3XoFDHVl5@G97Cs5^3fGmq{V
z_i_v#fWc@8e<$unWY|_I=D&gKTEKgcJ4)`FRt1(ptL|&E`KXZzneK#v<4C;Yh%~Li
z89fz+ohvp3g+V9Gw3;4z^nuQwpjT{@gNgJ~=QA3@`~XPBhYHi}2@=|V!$14z?=d)l
z9n3g1gn4lyvK*5sSI2VYWQHR>dhRkPcSfV}rRa(GRh?Z?RU!axkC(2x{lKm!-Q7CJ
zp&`sn6zA0H>Pv1N{bH!E{>fRIJ?ZLT^JJtiVX*XZZ^LB7Xt2KhQEX%odTI`CsT)#1
zE8PvtMEzo@ul|W>2zxdvk<^^p&W0`Py#<G3YECstyxDTtP;W*<^~Sqz;51FOIjh;1
z{}sAS@1B%n;I<kq;4{!K23-9U(NL}BWr(UL4WR()J5O|0wb&jS!ae~xqI$Ag?3&hF
zX7W$UG2k8<pUtCX=b1B?^`5^o+e+&B?KiI^<8el|Oky<12MmxC@<efFxL0MRu*XzY
zM*Ec&LzZygEWn1ZfzgbH3YZRz*6SpB><S;&fjf@c*{pkG$YHgn)2&^9&65)vR>=MV
zv+iYt@pLvM94^7oWej(Y^C=b85RiFMdWB=@muccUsFM#<|3owzbH_V4DwD(ccpYw;
z|0Z0fCJcOGG#Xf(hN>jJU$nTqFE!J<LQ^)_dN&QW0iDrkbX(q1+G=QIQZ59-3A-FC
zUwv6@2pY;_G*s53*pkLjRsrN{tG<vL%f1u~d9zTPUc!<W2j@n|M&KAgMfIhz>i$<v
zlCcfV@t*gI5m7LuJo^6?<WVuz7UZEJ-pNb3(si?{3m@`C2pG^6V?8v4{wwxOLyeB@
zsIG+B+H*D=Y<(7F%eszA!1VTf$Q^j-wM$PK2x)!v3!1C48*d=`1c9qY`Jl~ydeP)h
zdB{5;IX)~p6s2D@`PrmvycRGeOw})%JkLn38oNd_WR0{|WaUG^PIU~*>w{<X=-8I@
z=OX*F!X-+KeCo_y;jqt%x407`I)n8K+SpZp<S&`q;pnL|nrxFncCxquSX`P@OgJJe
zNckV{Ln;XCDRwHW(Je^lw{sGZV&0%#NaMw1G=v#JOnGF?o6ea{6NH(Iy^9Yr66u97
zv4P^pU_Dj#bclx2!3M<t321Gn;h7;|hSVFr%CirtphL*XdcC;HSDob<YSj)F4-LVN
z#D#a0-eqOQ(MaiFsgoncwO)!l#1cJ2OsCE8<U#&P^`<)v84cAOud5Nq!EgalbVXO`
z*hOwCVB-8_>AI_oOn`--;-WX*2m6l7`4@61Eu0UVFHr+yj!db$%EUX*(!o$Qus)Ev
z59N4TX;eOpo+|$YR=%OCygYVbXn_)-nrd6OM&1^vK?Ro_s_l`FVW2u)+ksRjqoG<$
zZ&0SHb%CfdvHi#@{l14SeIvycrV>=gdL~H2xMDQagsoUYdbn44ImB+&I@1$D>_Lkw
z^y>Qc$RzU^EFvwOQ&v@4S?l$8Cq=K&=>0@zGTmYl8b(7LKMO0I8b+(gP~RhChC3^J
z>q~AX9nNPEaz;b-y%6i05gr~D6<`P(s?6+kg8(ubf**_Ujl((P%4~=q8B!6gDk?J+
za%AJE2nzxAQZ;5sL{vaa3?*nCMtA2Jn!#wO8LO~_^l+caa9XtX$I%8vPws0MN6`@V
ztuT*FU{YY3*EVPe(s-=5XmUCZCnqNb(S*{nNu}CWit{n?s4f<Ew=&9H`Xg&V3r_=b
z$qq_*^xuU8`hbuBg-iPmZ+|)Dx6pRwVDyMWBhVIeXJfUk2sb$E%XGv}Fk^tkt)@Z(
zlB@4;-f8iQj&i3-&UJ&Z3Nw&CQOJvu@!^~<1bQViyK!v*{|8LDtB4QU%(VtRxAfsU
zn}5#c#gg3XJ|S)ng<?VCMAWh&>SPM8`k?~S`->09Sb^io`Un(_de=@RdDgjNHJe%j
zn_$3{mz6t4NVu>#QsFm>^*2s7=g;w0Vabpu&<&9y-4Htb^JMfc;=}O^!X}YkfKY?b
z<P<*#P1MrCXSTcYJ=pb`{prYr3B3xyMe{lk0w3`plzceBwvhhv@bC8?f9i@sA<jn?
zTev;j8Y+6e(f_8?-R_%<e9ZD%x?xL{Rh9e9HQFOqSppKF7LJ6tLd0mOWlv!dsbN`$
zHjLd)&^IpmT=|lbQ54qtX|lC(=&76^u$-on@sKXiM#n{@I6MJvo`Us^*ZL$cxN45a
z>~WjJXsDP!u$acOm@>x_cMEajN><!8r|W{}A!y`ZnChwd-|jRShlUD42^5LgcJB&K
zB~kb$+sVEFcjjn&&E*fHA<VWY)oHTg<07R+#nM^lY7M={buJX!<PO<5Gz5;T%~*r5
zip4A}D;*2ha^r|}E2d73L*?}gX(bd8-qD(j=&7t`*aHp2Y8I;i!>Td@R~q?Uk2Is}
z7sGs}f1*t)D#6v0Ub#^_;*iHvAAqM8;3yKwN>p7LV)TUXinf<S>beDp$6Eb#y=Gs3
z(ZqFaCSlY88w!k`@CRaVWQ4W<<^pF#cc3{=Z|>7BzkxlBhTzK(zFBx+Rb^GAxOhsR
z$%PPRXitpta*k|zdjrc!wlUegU5R(-xV)vALBC8B^@9A@KlyT%O4V{d0P~6e*z6_S
zR-O;X`5OIaO3!`oL9D%2wl3os4Kc;-BX6JTTNIqwvF3p3EV0~?!DtAxG4{LT3vuh9
zCc`CqCu)hi@N9$zO0%E}j7Y7E(^nh}Dibk86Qz1wdexDzVpmeJ!gU_?$1-8EMAI@{
zja9_HrqX0Gq7?P9qp00N^(1NCG`h*aw9;;-4q-F|jn<ktD%cR6;?q(+37B1+iCZT9
zXs(3FtplScd~{WaU(}543MR#1=qqVRNyLy*a9wt31$dP3ju2;x!j6gaJ(Y*wi<ZIm
zDB<}e+j?oj9~=5rV8Y_2!8R}&!o<!K&4QS8<zvsvTT;IJ6OxOHIzdcELzt8CU<wmj
z@_wk7H(`3YEJ4ogF0UC4VP0v(R0A9wW?H@sn2d%n1!9J=4&LRWvST0~R51+?xwi<m
zozW2HbijmZP|3444}6MCTe7r8O#S7`0HY!N9f+SL2Y4wC7bpq0xo~^Q{XD?N=Ux5a
zc8yo$7(EsD2-vc`D~Y8{7nGvyn<}d(ZC}66Vc$_X_?>90#L#VrI=up6oLlRhzID~$
zA3<dHD$ipa8p1?7TqG$>*8ta^F2{uW1~8rB;%0fGs{@tUycx5Z$!Wu7hgX%7Yg)B$
zX|`w+6c{C+aC}#hcy<QfK#rw3c9Tx)?>3Lk!P7K&92#N)?ud%5!8L`t{ROUty=7NL
z<_9GMLBiRT#ApcfU(&SDmW6UC_y!PdE$SD8X`z2|;>Fg}PKlU@CQ3(m_%Ib4pvv8H
z@BeYf8F)Dh+o@(WSmmv-(3JP4#}cgKvN1kT-51u^>2|?aMXdnTSzEapiO~?Kyc#>v
zW~gd0{fa(fzg$j~R1I-#P&61lm4G{Z;%l|Cc6(bHt&lSFi^DH|`RYZGVNSGHm~m(b
zvpH}!R)1Wi0uDP`cA<|Sqz2TwcqI&t|6u7}S!XnaEP2K{PH#0?Q!XDh=f&8`rjBDY
zh&ce4%w|lQk+)<|?l<et=S`T51~KJ1x{q)cPJ^BE32-D~pgp<2e`}r^s9y}ytAFyP
z#+2Y2(eeKgJba8*`s7nRP2mA(wo%GxsKT2Nb8`@r8hB~*9esYf8kgh@lhJ5Qdlrh;
z$3aZh?+}K4*Z!L?y>k%c-Qt*xhA_VX%ve^zI5+}S6fGK&e?fl;p@)1#K31sl<k{jf
z6v1eyi0xSIEx~G&1*lv-Uz*s<Xf$RuGPZ2`p6AOS%L-X}58pYo<+OPw8Dlhnd7xd+
zIin#723UDTk<rEWn9&uGsXST<URPkn$>mc-bDY6bFviTl9;O!!>|r$6l+K_6>=`g-
zV)YAhh8U2Q%)Y62+|c}D^1^5cIRX2&{;*sVGHnp)7Xz~XiH=wi@+3q~4lA+orwyTb
zRligV3};C-4FTVZz$xKDWhQ7fAJ-sCOY&Jptz{@&qY^R9+KkzZhH8%S$$B6GyqW82
zkknv1P_|&LzX-F)C?-wSYHO-VWEc&#Vv{UFC2G2&Dq2z5k9<z<^s20}wR!_`t*Hn`
zLq!|~njqFVUmiLfiZ_Is3t{@iAV-Xb3X!MK(!=?37>~eXj<uxGWJmPECN#~3{N0v_
zl*DPo5lL({N=}>AR>5D_Up)U})c4G)Vl>E@zj1Pwxq4Ij6%?410$aftc+O}D8gDL*
zHKGAlO&N+MHQ4&a>f5CtpW?*eTtfRC`UTud;M?=rK>8<Vdu4|-UL{N9RGozM-W8=f
z(h18Lbt(HFCLw1uniqB@j-%%4B57nq92rpzh0O*1QZ3UxG*r+k6vZYv7xe#sN+E+)
zjhQv3<}eyvN;Q(G7Fv)A?axJf-aNGv-b}zGk<lP#9qdK3nW$zn@HdxFZMOUEpGKH4
z84X|_I3_rSkE<*x9xZ*4cC-TLaC3o`<p<UbxDK+V9JqS?^2)o9Hx<Zeu)x;A0!wU&
z{DQ4cSs1LhVD23V|H9o*(-a8-9D0H^^tk?sXpnDbqrGq~+6#@sMJgmRjHQNUu|DzD
zR+Y1p2Ikd5^}UA;-X#K~*X4QWy~9HZD+~{nNcaHA6YG0MgP5O!zzUhyy%R_Q)LGs@
zg%8?wbng5)2$(S(>Iv~^2vbInCx-{x6?n^&j~Q&%HZYvg5OA^d07A4zahXulmT6Md
zrVQCMhB6q9F2f#-x*5trhD^lKfe**o39fDJzecZT3t)-;1k%U=tpu?IK9dhC_n9^K
zZT}p$PxXta3pyG2my0C$a9kNnwNC@w9+`?np2@|Bv#$bcRlR7XT3(2?{0zIqD+<bY
z3cj}<*Pn3aw0U^OnAuH?Mq^eZUhCg`clnY#AeH@VgLl04VisN!$Ha@#Af{yGG02_I
zgY~5I$c;DjeCN$8aaGIe$!G}E1~%aepvY0>J{Ht?o|o1A5^5^`6Ra-n?70yzth$Uw
zSJ!TVS|Tf_*ai)lYgfR^rW8Wj;S|5O=W1+@Vzt%bqn5BR@?q9^ewUctu-Zw$<$h%q
z{)|~ihI<xDF2;@d>Pk1{=02Lz;k`92OcKFph{e}oUF(BSVvJn`n_WKSBN7Pv4n$5K
zR94v+BE)L5%N|BHd=+E^+3Ic5K5SU<!zU)&fYA^eR$*n+p|ZUS3!~+gkufq8O$XFC
z_@He(dNB+;CWwT-5z#Z8F;@U{U0GFa%Ef;qr(rW%?|i%UR$W+wg_IQJ-3Xj;L0PFk
z@`*L{zhcHA$&9>csZ}`+Sz?R8fIhN8k_u`wmNi5~(GMcGx%x&Re5*DE5I2}&O`PuR
zBR7Z(%F6O!Q^e1wBWp-|*$}6cVMF`>4~po9MKp#3c2(u&WdaoIz-W;jsV35`2CE$@
zL_MJp@pZMsRoTHG#T~Aih6WS{>c<-Pkts4G7;RJQeO!Vi)bC%?s~{RF59B>OvVO%F
zoLHk_rA}fkR5eP547#_bJiigksF#P11Ha%OS=Hqo1(}N1xls&Uj+Pc;a70ky)U@8}
zRF-$}{tq<7QeckwCMb|(g;=dW8&H2zx@j6^G$fFpAj2EL5FHpPo#KpH|9a`jl;)3!
z-^u~*hi-1s*Nzq!Rs0XM!XH>x%VDK(jLa@Z@dWE2FKR`Khe9q}2qEzG_mMTLF7$%f
z7VHW&O+&6!b?GH8%b3x~Xs9cW1-MuSOy&Jc%8R2VU^)iIz>!tCE5f4*eL<u$Iw?|{
z(ti#@XQ2ljBC<XF_c8p)M(_~H9H;6gOXSFyGYa9Gp%=%AT8D1P*ON;vHe)=NlNpv*
z#Y88g#RhYLUoa^WS!K4a3*&hZSROui8lxd0@}5U>l^gSC7%&+PVO|N97Te+BV}x3=
z!!6Z137J9I8I8uQX5l$>+w8L9t`GpacSzZzGuB@SZD$KlMuV6a0f#Vwpus&kX~F|(
zZ|{Sfsqg#j)Ro)sz=h|KAU_!mVaf|gSzwM%{Oa6>h)WlS$!G|3DC(*D;bBAb3aVhF
z`?#tshUfL36U3o#6~br;8ND##yI@bLm=JJe-1FDA<{du8jIT^BF&d3&quU`?7b;tO
z^|T8SGr9Ma%4kIpnDnE5F;rIn<eb4;CcVih0(K){tq#6%_x9Dbnyui9+l(3aM7On;
z!Tpl{FRVyo*w}}&b7LbFmEkH;tTOJwc#8u-+(7_wIR+DWqlw6o@kN(6f0=b0+%c!+
z!^LDYg!!7M5$+gPx9>qby1G;sBYT+4F&e@wNPvbW^b^sszHVebF$1?5jRvh|5UW9-
z5wgU($SpnoFs4XgG>Dmxyp#-LF%ilO^L4h>!M^K-)JQonlqm*AgP6k*Q(pVgHay8L
z$BgzE`vpPnkTet0Z;mY!VUWT~zYZpQN%>bX`k(-Sd^(uXP;urasHFAaTi^afy*VGe
zGQrdYMuV6munAp3x5d(x19XIdyX68~YRc2U1~limZ8t9a!??qse<B(}m-iIk03zZO
z4!Zw5)Vf3NpVKju4bvNphA_=sP=PD^AXG5-iBDFwHtt$58o)eoa?s%qp`g)|$|Hpn
zB386wbRqhOBPEg1k<tnq_Z#G;H|d3CMc|(=gIF;LwS~sH*@^WX^G>3Ab=iCo3}i76
zhoAHYC&Z)2h6d=php$yCv_p_6bksAA?%M`|=?fitmoZ+~Frz1Yd6QH9UeK-_XpLV`
zl~GlLO?g>!JW>=(k;qk|0#mSh7DU?d>6}R4Xqt%_4OO}!>YHSQ1|!@*#i@-6Zzwhw
zD@H@W`v|x<^u4dfN~tW?@z#q?HD)vf+z3aQWOKfg&$$EI6ZoKHIrL%}39Ks!+3j#I
zf3<3H(lFp0!BiTfLCov1T2j1|N7$uuW5mY>rmqc^Wi$jVlP)1}EpkED7&9*EO%|84
zbo54FVFFik1vM?Bp~}jei|SWE_8JK3l>^*G*0;XU^)EO812ysP!7+L&<#nieED2ar
z5EUgpR<qME239i~!Zpi<lA~C*)&AP^(^{Niyda6uAZAn4TeACF<_sQ`KRB;XI6r4-
zpFV@ay@&Pf+h=IF|De8uebr}nl%e{JhKj<}a<P^dL@U983m3~p^Wn~zXld`Nv16m6
zf9cpVUs045O&!3&I}yv#YV!5~qoJbaq3kfDVBd9{uGrP#sF3wd&i292?#9&TYy>eH
zz&vnVa4sp7TezbqfpMU>ka1rxmNvZC(Ehy!6@+^a9_+V&m4ce5;|AuLbPc1y_Eh2&
z(<cGI6NdK5Dey6gjY>m*Fd70q1wm88`2&09<%JnGtBe7g(GWIXR}`xk&KW#-Xs)ly
zOzRn784banhE+}+GPwUBKO@)|{}rmdm?<H@|HwYISk;!uf#kmZ^ZFF@A6T2fGW${8
zf%zBsDy!TXH3<5Y@+I#h%pB2w(CMdz`}QA{8_w-j(5siPfS<b8eX0LENaUhl3@p|^
z5e;?R9mtJf0V8|`s6(o->eMfW0`yNrLj{<1<C4+q3tEo>|G>s?w){NqB(zA`h-Wm2
zc?sIkm;_9GA6y-)*#&Yy>Z@rD^<*@J`3k^^AA*>w_rMxgFPlx;fzc4=4#eCU#H4WC
zIGBuvFn43ye+**2{gybYZ4%rCbJ?~X13Lba1N>wbKBLi?_SpazYovC$hr$L7Y+Y5>
zV#+J*GdqO5_&Heb-^PD_%j#bt0lIrP468Szp?dEHts`~^F)4R(_wco!o^&bPYsPuO
zXf$RuOX1|VH?DeQ1|;4)FS2R&;zbKg^2%rsa|Tq=#={J;dO2lf6KuZ)%^X06sxlga
z?Ty`*reKGZ!I@*fE0|3%25?40;Drd@$jKP@|CI5zj=_4{G(J=r9vUj+Gn_T*^%_$F
zE^?pBQPV~Z_HZP-KS!~c2@fA8trMT@n{(`?Z=Y@w3r0g#-Gw$%eazKaivvT}_9sM6
z#{?gW%NIuc%Qx0V|5Z1hFHd~rjTmAEXNH0SoY4?dUIuV+W029R!Vs6Ia%s0SF`Ch6
z%xcD;x=t7@#JrJtZ~uNwnQ8nn8i|PpC;EP4S^Y~&s$^V69%Rjc!!Nc!)<mW4*_dtV
z7XvHwPeemS$VF$muLz&?DP3QKko6hZfbT(rdK!=m=>>QLl%lA?DF<1EGz6Ma0|r8#
zNZVXa%>@#hatu5mcL`jWT3ivXDu-0>s1n`thl)|2$T|$xlQqnS*y31&Ve%8VW(o1W
zrS8FR#VlN>cvtRZ4d^q%hAw9`gek8N%)(d&SU14|7tE1__3{-_V*?nQY&XPyZ$+K*
z|CDt^GG@2Ovg%X6`&vQCV)ToFQTit*{`3Rs%a^Sv!|5+ITvk#P9#e$}f_&Iay%?|=
zjqU{dcErvcEMPktf=9H_`U+58uwEbKSZ|u67!4IL6z9Ptwc+h|*|7#2D$ZyKw<Ah(
z6Y5&0fa*qd4fc^F>qlZK8GTA8+5$7#;;y~F5frShUkr`VKRJnwUU7T&R)lYuQ&utt
za*$NR{!>P$ZEju&>FV{1p#=RC(GZ)Ctp_E@+0op&M<(;VB|3Ei8@&p>28%bz{Naf1
zPCNgL23S}`3u-{zalpFK&=HJ=I$|1@1j#*dtJ^ocm|M&M%V-GpWVBCG2Et0*08Lhc
zelbAnpL`MilKnE9W=3A5)T)A=g=*nF=jW=0_s~$y7h}!Sb8tT*>I7~2_;O^D`5K}(
zEsQ`;p)kY|R*JIXFvM%YZjsCd<K|CMsg}Oaw)BghFYV2;g5ey*fEfxQz)Lp|<`wy%
zt6k{DnP}~9cuKR86Y3NAJQqL5hm%79mfL!U)Su_z=Z%L(E6Ty07!7>C0>8%xl}azf
zS**BtBsf_s^9IV(nGp=V#b^i<+a%@%F-dshgzPdJ!o-G(M}wGThQ+~TG=w=4nU_{r
zQSR+++&B{Wpi@`$LcML_hfT1bVKD`H*Q?;P-V|q5m>@r{27!u31o2p~Il2{eSGR%f
zjD|2@kj=>fV{Z&>@-Y2+WY*Ce2wq>!YWYU1!gJKiP;F&Zcxb5F!!a>MVxNMDOrF*O
zWfmV4ra&(SRHL6=Dx}4Tn$&;nP*6#JKY)@kkCrjuG8(Gw2F!Gk0)xh<e;ECLh1m>l
z?Sfn@Xr^P&d8Kh4vI8Haa_NPnu|0kct_dlPs=Z#-Lt{$6P+Raru`novlu}juZ47N;
zG=zC6RwlhyRpq!cVNaFOx;{>kvrWGk(DhHg+=a4N-<IeRK=(4qUC`+J)9E60+`f`u
z{(xUL7%^f5Rt-iiUY{8S6&>eWYSZV)rv{)Bpe549iVsQ!L@(3C)5uG22#gwYi?lhs
z$hGFMKH`}m?^UqD=D1huFdC|75hP%VrJ{EOvs1%7?Bl%J#9g5`dLgkEchxZ(ja`ka
zVE^>N6~7z@7jWP3@awnT-DaZ6RlsNvb1zu>Qb)#`^%i9lqNP~tiYXOvJNt-;C=H&5
ztMU9U%aJ;zBlMY%ACw4V{o6ku-7)bu;0JSyGa9V>jesPcMb~gl$%Mqm2jwiYmfzX-
z#D|yekIQ3CLzvQ+_C*kr?74k*_~zxmVLh4KmeCNVtQ%|l>UnvOy|cD?$oizmZx>Xo
zEH(8TqXEnVX9qU{{Q)JDqGH0-Xq7d(0wYSwMu#DC$gT{Bt3S)CMu_jo3hM<%gRL6{
zOK344yJBp;K+o1#S|ny8T$?9DRC=T&crK{MYF+|kh)gU|26FoZ@yJl|)MYFIhmQ}G
zg=`q4hS3mT@zSkW0%i;FfgV{+W!yn>pK`mn%&PL&w#I8e$=ELFHb@>6jTW&QGiQc@
z4UC4^Fd1d+%iw?{Kf~}tbw(~6Zp?_oXb5v3YQA6L;p41QH0!i-e&00684Y3HhpUfF
zx#oq0aFu;ZF@md>Jlm4PW-X$wP60>ppnbRHS9Y*WT7=PHr7uOkV)hXo+Jd+C%By>=
zCy)Q-n)&Gmv*~4;IE2hfkP8{Lno)^qAlO5{=rhCej5a<jiiXoKA_cqA8#tlOAu_0_
zW-=i7w_q1hIvn-k@1`zdG=zC76d%isD(8^bc#*8dhqLWj0|$s?=h?{4--DG_iy!c4
zspHl4po`e#!Dy(`?V-}Ti(JFUpan)lhx!a3MnjmlAm%K1_~f4qH+x{u)}<RUexKEo
z(P&It#?3X;sp5viMULR=1`jdcK2l@724Qr_W4i-XJJt|Rn!xcnh$;mug_pqMMGY-s
zG`c0#m{}9L_vzmEQMkH%>zm;oS57hp@-iC4JQ{^UUIXo9E{NNUM*;Q!--{Bn0}fbb
zRy;lOql+@eLY(ReS6%t=DHmOAQV5I&>Up49(5x6&5-CKZLEfsX>TVx}U4ReA{Q?mU
zI`=i2`LBU7?crZSJbL8K|FQNZ@LEmX|4~tzq(Kvf+oVAy74n>hOK2h)!|isvolb7|
zX5V`?JY=k1Wlqwd_ewM%QHGKR6-gqZWF{G+flMj=ziY2OoOAYbpZtFRpU>xAt+!{j
z_daW{z4qE`uf3L}Uq|2Jv|rMAZ1Ub3za@N)B*k)R+K1ZIKN%X+CY8uW)Ohc%-6JAy
z{16&RAsG56mGJF#d0vQpSol(fpGzPVq1uM?-&k@R<>+&)Cx?ax`W3l-Qct4E$jBAv
zsHl?Drb9z*X3_kV0EoZhYKZMq<Y(a6Od6-Nyd4_T=1<h-fq0uHh?<#}@=d8jW7?GY
z7XFU6X<p8!31@I<Oq-q2oH!V7)1)ckV{J<N-J#KKmNG}x_v|_K=(RX^{Wk5;+lPPa
znQGo08fr6}Sebg>*}On_$dtX!pRBx^f(@N{cW9_hdY4j4o9iE$*lyJVloqdh>x1Jf
zUj1;YHXRzY`LE9zBRQ(S@Y-zYEGLygC;IJ`*ahug@i-^)6q4xB&{wXAs+aI8WMgk-
z!qkFD!8wP9zOrLn?UizxvR?`3h55!4B3>5vQ=L6H#iu$n^r@@pQ)d$!YsMTV|JR+Q
zmPDfkIZ{5Q26AX<;JGA;l!6!Dv<vV$35956J&o=|bN{cR-enh3!&eHWoQo*>|Mg);
zww;<K?CAV3;h)fQ@w1h7+?Q%0IW)u)pIGt{?Q;Lb6%(fyL-m$p=9O#s`6g6vah0+|
zquUI87z?NqEpy`a&CeU{iiWd{Qnc^TnD)m~`;{-rL&XJkI}%|s|HEb4v$iaiHSW;p
z#!Jyw`T?^4?EPPlZ2jH6shI50P@5BpzbBFQKd+oLY^|APJf%E4-(sAHX(Ga2LWjn*
zSq9CCqqt2e7zBJ%D)-G*Q+hm<OqspNq0wyyH<Lsh9dDC`7M@40`~FudemXR|%~JSz
z-hxXezx!1g6!jkYLYILPJEr2NLqly2qan(|-;U7s`@6!GGp@mzbM&ZpZ~wMJN}+XV
zOq-I2j@f$Ohh3Mhe-yXoH$L9^yfVK|Of^o2hT1F#F7hQGRbY$Ar?EWrs!SpL4vlFu
z^*C8sBiM_#OsaL{?9dJkwK<&lN#&&VD^J-z0pAoqSuy7ANk^ZFtX1<By{u9IGckH<
zcIZv}my!HCkACl3`q|sJi2Vt_=)=xEcD#BQc>AU_rCDa=7#teYrX53gzct6Fqd%yc
z@o>%rv{?Zk7dhQKG^R~i73Wx@54U;D?54T>x_^@J%M4pGq<DGCpk9Z@v?)XKt6h%d
zyIp-;E~H3S{=eQ7<lJ3V9=w%vQ9g93tS^Jjt+3%k38sy&jT{;?W(uJft>b(!p5)Kl
z)L+=}nKIyQDVF;3gs*8#n{!A8D#qKKy6?%SYOF+B>bZZ_edo4-=F4f*p)qZ~L*MSK
zum3-OW)OcIJzyS=mGoZx?NOWmgK;|R%b}rh7SQ^VssGoIY=`B_+2B%qyF+8zl!iuS
zHZ=H(Khn5ky`^Z}p)rl8W`gmuH2d(IoCfQ&QZd1yp*C+MCQv#7Q7J9}EL3<lamuT!
zk2!FF%Bwg6;LzwcgG>^tD)BbWW@Kw?Ic+*Lrp+7CCWT!vQ`w4fEtvnckV#&o<}Xk7
z0pvbkIjsI!wNm;>92y#TA@NrhzEf9`nIyyn)Z_L~k^b<ZPoFMXOh-4BA~6k(X;U7B
zojK!V632P|x67}&X#B{`RCDIgm^M>?``Gcf|9M;keEUV2-JTq<>ikr)<<Owb1Lyxw
z4@x-&!-p5-BjYHSmM;)8!>K$Po`euO{HBabU3?xC?)*CoGlkqbG{l3q%?avc-5X0<
z+U}gCnxZ?0#&nmO<>s8kb_m@_Iy%jvA(sD-&!#9L?whme@f6RYSp0v;*G-16)wu)a
zs@sFZrhm&y*+Xhpnj^eU`;mf`4h^yLy#J~67Q>Lp!u@@Ikzr_6V_di&`@eQ-Zzgu8
z{#X+Uz~v`*q>>wlhGg*`(n|LN97uE?R2<|LwF>eZA<OX4g29clvhs6BW@R-h7}AKI
zj5aD5Gz_nw8f6zXYBQ=0{_A+b1>L)y)xP_g-8-~NG%p|gfty_k{K@@$esO%?0iHpU
z;wAJEG5J_qKdj%6JxtYfuBH9xIs(@NL{43fh|Di5Mi3=E0MO)j&|eVn?|XUgiB-Qi
z&ohXaQ;u2;js>{{ey3yWp3rq?d(R*u6SfOFrEOdSRh$i`khXWw>0Q)-^l_>&+KQWo
z!x|AEaf|kV$&dPQc+rU17AJ8SBepV0Ce0NA^F-eu;GG=Tatc)YCQk0O2y)6o$HH_h
zHdio)s%}Z(&wY9Nd$$hj=otiGy`TD)7p&^5<@tetzi-#(+++fL)QD(@QGk#8Fb)Y+
z9OKUkgJ1xgh|A&0qqn_+fZw*DVc9ihk(*Z|Ab*E`l{bcJ0B6&`C!oSOP=Arx{<(C+
zTfuJR3U>COoYq+YGTs5AD`kcSr`uCEe0pg=Wb4*QQf$Gx!{=Dx(mxrR$Vw6qfVF7T
z*7G!{Ft(bIn+G2xg?Ajy!g!)DmySN#{)61UJaH3HSE2}X)y3CL`;(}Bs_KIF)6hrT
zpUmw`xdvLsuYKt8X-&7{iQk7iHtoBqIqn1W`0u0k>7fDICsM9F>(EErzlP|;RyVJ0
zoRsTT>VJIiAF=D9ebNO1-H-};B!TubsC@$F3fRy`+CR|5op8Eg&nawOTr?!B6U+?y
zzclUg5J13$2phx<!6P{v%0oy)A00xoQis5miLqhi3Q-_v5ca!xoi5QTaS61zlm5t|
ziFVwkvr^toDSuA>;HIR#n<8^e9#l8wVQW2@Dq`TTr7|z10hAD938c8w#zgeR$_qY{
zTmXiNNJAeTOe-@OluZ7gjl@y+NiitiyF(N0{S0>wh9N~_Yox`*^k)r1shvW3E1Z>G
zm=grV2}FzHKunxCG`#Nv+jjqxFbEuhtXA!GvAPN6ViAX!<TjF80{#bYe_o;MA!NwW
zNOXt|-64($a&E}WZ9TYn_y{>UcIz+|BsG#0voR}}kTf*W{#te(Qk*a4pb;WZ2Nw))
zU5GFoyQ8;h+v%*cJ7PaSyFKmbA<^W7TsX66gd9)Lkx+b1caz@$M3$%~GxX7cG&7Ph
zJi91oD9eV(ZG8!sEewli@FaE<3H<5p4_<d)l^o9?N$~~?#dY{Y5b$sN?~Pw|xeyzy
zM#Mvy(8$=FGXR8~vMC2IQnWDp(1QQcUl8#5s=kG15b>65F+|e-uOTz)f6(3YH6oVt
zxbC2F5%3@QzW?{)Z0u<o5mdDb`z}3#m%!iFwDJ6XBl~*>5kJL;ZmMZ(L_CVfRD9k2
z)DZ#SWCPI%CQ9lsN|+$-<U)zoX5lS~4x?j+uDx;GrwLJww>$fef|E2NPCz5kxomFc
zvM@JW9APq_!3qfo_=ircaP;8shk6DfjXR0BJ`X^&pfJI((l?Rx8WA0&&;@i!DuKVQ
zTZPjuUDM7ph!`%p6I=+!NZ?;t|JfxUWe@QTf==5}e;tTBEtxwRqy`B1?DIu}2aSN4
zvS=R_%o7>RDNB9?jnu?)s(4UZng4`LX##%#^QPUpzxOcDAW5+fUjxA@Ppl;1Z~W}B
z8~W7rJ%fmIn1r;pRNel$2e<#X%{ym%28qt$>1Je<wiA)<X-D^W6*No0U-5qTu{~xz
z<{1S3V($76q9Net9ZIyiWF}}dB8nwRXdekqy1e)C#i%f+k?80w-((GXGq&DJcbKg#
zSk@Z767UBME9}>2*!7-4lJ0_AefWwOa!%{w`5Mvk^4{rahJc^^vB&6{S6$&5Bs#LD
zhHr9Yg{2QIq@<0xqmiV$(49k~TNRhp*mQlTHa%wc+9{Po8;s|-rH?M8%Q%rF)SX6f
zZjS3a{ga`Ia^+-qTPuWehnEM@q|)&E2NEC%__e=n^}?U?PWKFw6h}j*vGmi>M7zsK
z-JRUkvrw4=8~tEu=Ro1g%y&L(&ov2yB*pHyOgeF<;uj|Qm6{=7<Hz-RFFLLib||r-
zI6sgEh#grl87)g-B7+Q)6n}EJGD|A~Re^Y`E=9aGA^v8PhWJAe@U@rKAo}}8fVYBx
z&pA(U)uR#heE}WnB=9>uuw&jsFQeL_Mxx)BmhVMKR*3j=;=6sL#m1}28ABNy9lkp{
zRP&u8y#)caRV~+h*7BI-AA#?7WWh@MR01jjwT5R9Ju>;wTmql7t^AoVi00Tr2tz=?
zUp={Y>!%l0gho+Flw&FEJxbBp`m(HxF3Y^AAD9)~giTEXzu&;89(rmgj^P?1lj|S}
zpFGJOjbURKNJIbc`|fvs51Ob}w5btDaS+gbOXo-#*>^hnXy2!%SfNFtIH#yJUQy)~
z24kdBpuBD}xtlqJ8H7IlGqTPyXo!sgpdiRUEP;7fZx9+SiOXH|Z+fzcG?e~=fXS9;
z5b-zu8ZDMkiv;WuQ|svH2c6=45Z)(^3W{3m;~lY6j+KC`D3W3#_n3wz+T&@Z^;n#r
zx=((u{8mCeO@B)ss!gg`F(_`kIP}r}>p1-v7v<y^jEsJ$aj0q}DRyF3BZi#*Nln(u
z*y?R<wp5(Xh7_S73vXML4uk$*YeMi>X44Px`R-Rg+%zd4D^w#Xy4OD$n&@|)VY)9W
zC=i1Kq|rT6|906pdqz@pkDKtkZHE&0=n`aB6dZqDbcn7N86paXXHf}Cst7<@gvzH%
z;IEj~zvR`o;JeWXnc06r_<|E?xt-1iavJ(*-}M|ZzyWS(>)cTzqJqH7=FNm!NR<6(
zVO-)Jnt#<5o}*A#mgy-rbJbNEnrK(`Q-4+AjiM;}Sxypw6rbhLMEk1i^o4r^+68Fd
zYBa&b5b*1G?Owla!xqmVG;j4uKeeEFYbjS%Fuoq>3HYC0I5znG+qXP}fLv}CE$QDJ
zV)7d0sCfW?Sg%%P+SPr+Gl<y73ZaC^3HYrpUtDMW$BjLMh&_@dwB@WHHeWpO#*3b>
zk?5zoY{jSgxkWi6r9Ea3?Od$7mgj3EDcZ{sht@V<dxf%nh>Mt{9{vyn{1pqT*8Jeh
z>X3DXh?C>3I4e}V$RslCo`9bmSN@N(CnK^}BjVxIk{f!I9R2PFsirs&sg;mFj%N8J
zng#;?H?MT7TBg!s&mc+Bm&XIh+5Y`c2G4rx%X3C}2Eoiqcf~E_>|eq9MMmBe@O$<A
zy>9l5eB^^ti1=Q%7*Ga33H);!Rs8#=6Q1`B5*@y~#xZSqN<>35GN97p_cjH!al}#x
ziRgTECiW26E4xicAMN&}R9vH~;dw#+4bf%DdF7$!HIfvI<Gtyh3{AAR(qwZ)AZ63q
z7Ae%rH{4emnrL4smpl?y<VU}X55If#DHs7`^UI1~NmbKJ7I7?_F&QKn1k_<UL?7)n
z<uvBx6%<Ni%Qj<@ylW&W{*G^2`X^r_(XJY&nz}5k^dZH0c_Xkv<Yy0$_3A9=q}Ugq
zLWd^Wt83>&PGzsOYlpkF1ur`_JLcyxRkLxVQ3za!+^yX#if-CEc57v5BaLVs@e#3}
zfIlv;THBgK2I3{PLZTycPewE{8c|l^h`a##MhfJ{axS_S1pF(%y+@2`hBreRp}Cjp
zUcMANhsT(PK01Ju8mL%EpKny?9J7xW@e~rey8)CpG_;5v`e?@~=LCX)0t8|>O-q)x
z_N{;M#ZNvMGq_G?&(}y&%;N7&Llf;b<!T;MNE|1H``11A9s>UK^NKH>c5E(O$O=h{
z2C}c9KmL$Ft*dIDLB#WzbDXsj#1;bn)jKN`-QJ{%XAsQR6l$Oil&pA?Tcnaf0Ra_J
zd!i1lJ<$WXRFsc`Qamro#S4TJFb^dSBA%8c0l7pZ@W(!MZr-V9qD75}txU4MAxH@L
z!ABJqubkZ#pP>-l=@#nfBPJi)2jm3&k;fc-?^XXY&me+MwD@ZBic8>E`S8w8>!zLM
z8AO!B*MWo*jY^=NS7Gh&gR5Ge*d|*MH;^<DFqIh$A~v%lcMp9X0e|rML$kJAbc$z?
z=xnz%HhOlBtWn4odREa;+Adn>p|o1$fMA!l<6IzVzZve3pc;+udbn32XBEfCCT@t6
z9Kl$($C<1wM2O(xFY5@SwVK&ED(KOQ@-&6jq*R91rb8cPo4t<1P;gj1(nx|aG_3?w
z=x8I)Af%qaF+>j%fL%ypupECQfjZh@3GrdC8VS54uSw*!9P(a+uKD&d7;a4zqGzQn
z&B}?A-1*Ki+VeRk;m*pxW<^Q~>POZ2A|fQiu?hHlI^O!qC9`&;=!HUPQs~}7oB+`f
zHCR3X%LoGYa-L=HJBo9W*BtVekU1wh5;*}=64@Z7&7sK6L&-OFIM$+{Zs0mP!h}hf
zfuBqRZx|oAiJjGm9{2=Egqp+9z@6LB=)fcEAcgR`Bag3x(0nIFE{`@1O|<)_j)kIG
zhRcou$}W>dYJ)ZlinNx%uRXNE{VR4~1mCnmh+|TWX=e3J;VVQ>!0&y*IrD<$px1~P
zkb0P*6f+_T?Gw>C4kN`==rcm%7)BV^aWsrF0HO+q-&o!_CsIMrfg&yP?O&-bRoDBZ
z*++YOfKrq4_<AQP3<CbfMZY&VwB;mRNhu^LYF3FUi7(2W`NitKmGMqmA);2CgkP?r
z&XPuiV|%CKh1BTtNKA*Po`8`11+0_g=U^U0F_T-%-Z?M+Td^X(<l|ZUO(@4CPZV}K
z9Nk1>CCBg#4LSdaL;km8$fBwtltCIPDD$FbpTo7Jt3w@{Xuqz_CEarbs4vQ7S4uj&
zq&tfo@47Cb(ub`}l;$7}g<C|2V;y&71gJeWC}_>aI&x7}ol<;;mAb5?CV_uP?ttZ0
zCr$7SqRsC>R#WOKmrHOu)}aLcs5^%~JGAg-&mi;FnS2E%Pdv}ZCo1SJ2>AE(==1iH
z*}^kObm-QeiEYdne%3{O=|Mqc-1TXx6Yv}CtTk=JPxpETNs5NNhU{3EG&(zR`0KHr
zuMzE%Euk4A;2-tM6BiX0!&KCWcs#B{IEogp!!#mh$4Q!WnYZ(u&h4>_D?~JsW05>y
zMhve#`iYXpqdi|E;$`MlD;f&{zsDmRpI`nomb^xyyt30g5^4PO_6J7w&mC2CQD0Rz
zEW)l8G;IX@2?O?*8?_p@xf)5~AJ#b(O)^E%DXtV&)E~0uw>vL~pGhH@{qEFBBU-;p
zWe`Dd0{sO6WeS(qHgS1RtmHTYTd9k6{w5v5xQUDe+2Xm>;tD3W0er2xH`w)chaXWJ
zKq2DQIEfArQCFNFB=i_NkyNf`a!SP`2$(P(gG9J4hS35D=c4}Tf)>vfKRV9ybN=en
zwEdiMcpKo%q)uX@lEYN;MCG^(<D5(Oy|pDD&CL7$iSKSK9Oq$_?Z7i3pAog?QCit}
zV0YWu|ExXQQwh7ud(lzm@hGjPt-0-w&f6y=J&jI)o?^Zonn;@mth^1$D=t)#N?GaT
zEfiHaw^yT2zVC+%RE;D>hqy55ynQCwr=F;qG&xJ+EZ{T`FqJh@+Hj?($Ev|nmq*Bx
zZk`WoBq=JzXN-?Kp|m&dq;jw{ymK0f4$+1v4nZ_Pe!;&Pqjd!62oV!1lEPWw&_o6x
zsC;<jdhWO_$97yX0|8E)FyT*JRyem-4o$SpTyFCKEiMB7kg}N#E|_^YUcTOT$IeZ2
z@5TaAZIZ@iwR`cteHA|*-P7}*zxd3iqgVFyT(#RK^U<GvXb&6d=HU-k`*2Sc&sDos
zy8P4X+UL(fsQa1)lN$eij_0b~d553*Yv0uISY`@w7i+_Y-*oxsKaD-V?6bLB2VL95
zb8SRcDc|U*iEm;TcW%@NRtb4Ik)>CL+lKbfgQxk+D=eJi`5H;FZ|R>5O@!kIT%RL~
zU*>0z2wHb1ALoVeb#bhTHALDLA6(w&ek@0gkl{rRRzZcM#R1-mtnqhv!SF5p2ZCNB
z;y0S+a8#P(P>2rFbp)D0!b&O1y#(btqlQ`C?R&iM@24Cb3Q3AG@inM_GBnXnQ=D})
zXSh>Qkds>|qf4!-{AEF%KW9uY_I!;b-H+8j8JcLn&D}GW>NgWLfMp6#J1d#A3J92k
zu0f33yAhe>Rru@E&__qnqSR6JKpD4UAz%+*VmV-?!!dW0;taN5($GZvZkev{^Kt6!
zj+GGV+_Im~8KH!`h6yhb6ONCIfI}Z0NUKr@a%FZ<gmRUaAsbd+ZeMwc9u>d=Hy?M~
zzRFN18cB+F%mzDJ{ga`I_HLtlVUw94^g$?voGnE5=!kLlW>=U=1pH&`-BNqX$ya&?
z!I7k#TyAIJ4}KY<!!X0~m~WFL{eguk`m!G}i<%_hH`smJ%S}Fmy{D1rIBi@ZMLqI9
zlzNmI<O3z(@2r)mKISJpEYgSx6iP!A?bZg&28Fn%7@D1~=f-Q%GXej*Cy!mQ>o-I{
zYa}Vok`p6;E`=uAvps0wHcu24jtq*FMU(QgLlHK7K6_E0&tAk9$>F!@Xri6BFkagt
zTtpP+aTo_)C#3Fs7fm_=|Advt_MhX!nWz!OOXBaLhttqR`W6G^_8bg33d|(ncfIQ7
zzb>10q374!dqYOW*Ex~GgY@(D0Af5_Y0^_pKqX#i=lSD5TRm<5HN8CS926ZcWcI-(
z@om8gbQ4eW=3>u;=l<AT+<STg5xEM9j2PRSe#qenNnv;a$?GG&Lo%tZG-4Kzy*JW7
z`5KA#>YnMTY`B~+(h}AZXCFq$kA=Wrumf|Fh9=sVjh%&?0*-NB1v-;|<QpktpdjGa
z{<tvl)q{9RrV-l0r8|{GLUiYO%OI6Nz&wyMh$jCMl%j8H@{p$y<kB;9JQ)ZhnB0D$
zv-^X*J@qYb3a3bQ6!Kd;&Loi2Rh#&g#y*qDGwI(G@R>Z6{Sf4j6ZtJfz9!x}Pe~{q
zcz#*21?0iG^lxNpmhkL2hCIl35&3o^zl_DzK6qmC(Ay*oMv_a@sXvoj&M<lCb*G@j
z@hQY3G+wm$Gxd$dR7PCQ<Qaq$P}~SrBLz8y1O_vS8{fsrozDZgH1+PFsEI$~<f*1c
zlAnRmh(F`xjtft<9xNyF>hay$As4sBHHI?)u^J*5u{E6u7Hd+IguI*L)6^s(wu@a%
zLKWm?8F>}`84A<YsnXNThE8Gd5X~R~RS0agt{S#Fc3iMV!eHEFq+kDWxe6UWlOj<i
zCRonYNA-^F7(QB7I>Yf;4h9i)&#0(%@-;prAYkr-4MK{iIye_>qAxxLLWmo%4~d?D
zzkTN$`|oNDH<m``mlfxeDJLxz0W8Jbh9~YeCb2JdoIsT5XW8xbrtG}pT-qeCx0d#0
zG7y%dVLA8CmV~;Gr9z&saNpMMb#DE|qBx0TJ`3VQijNG7-Z61LILjdVk@isoe1F4_
z^o=t5mw<AD;e^jj{8fh5(Cmp%X~Fj4)hP4!5b$5Vze%(EU)h&1h)~mES>h-}(dLL+
zLj0JTC1dPWX7qa-87siZs(Q#_!e4`qe?aC4_>WJ1c)=6XhI<B~Lj-!{(sJSyV31MD
z{wsn1MAh+Aa=(FdK_j9rlVlMI0YA6?br&B!8gVHa5i=!8Xjfyk6#4`~p%j>Sdyr=L
zW~i8fXv{k2Vd6dk<$6I%ZJjq;bd^g=>JnBcj)dXsGC>r`%D42!3!U2a!sMZ%e_}C{
z#I;FimqLqjO_RS<RA=F&(&&PKIiMOuXACGIass9XhC$5h1!{##A*v5Ve4$RyDSB~7
zaP{$hx@!L?{lMX;gvgU5fehRw;5YhhYm1hzz$n&;=*uKmVi*AdzeS&GuKTqwVlgx#
zF6EBw#5e|wxPwV78<_-;vo#`SGs!F(E&(%T1`%tRB$G%881u^@f`*9svLx<U-r!d3
z#^l@*HCI>f$B{KxiOn<nb?&{Vb9-o#`DsMl!>yzl7dn+E1v0M0BqqPB9B=|Yzs`l1
zOe3Nh7=SO8ak~WkHEYNGQ>_wS6>3Dx=2k}G4?)16aoYG%x1I<Eq!IBnlh{iDw&3w-
zP9tJ1liWb#BA|xwfgX#z1ULhu3GO`}B&V|lN%oe^1m)}GAqEk6Nr#~an<2Oo_%GaE
z^nCDS8_yu3muw|iy$&P<{QiYYS6?zA7cUkSf<+~b;_7HjJe=BW4exw!Gl`Gc7X(ZK
zJ%fnn@pTd5aV@Nm5Ly8e`L2_IiUY;E<H*qO6Ji~=l0oAlpoBA|$}sdViJPlvEEpEG
z*pbKyxCXlD6&Gs9h8M5PT|&Of<fobSPFw#+vd;0IuMt62i@^0oRl!mMe&3O^Ms2DM
zu4_c>j_);YM~<)3Rn%WGkLJ=wNWi>_FbHIQ7rrUzM+_*-<W|0%y9-VJJ&{*p@)F_~
z0i{7gVbfw?{CdNgN6bK9%s?=V#yEgmY)ukN!004{M7Ph#5p!_vkZe@JWV^`OMfc%Y
z5D@Sm*ig2|E4QADm;;3*RqhzM3Ghz9!`!a7?d=J@6WH7_tlhV1HNPz(PGjM)+mB=H
zhyrL3h?tF6Wh(>5nMQ<?Yny*XKipQk23~MaXW>{xj3?mVHsR1;)$8Grw?@QcEMino
zPFBP7*PZ_Gxu;I)gtyZQ5v#ZrEAEaFh`Et3%jE;V+juJN8$@01!9+1?;pjucF`k(r
zGo%qvYj1;Q>4t<jnrGXZT#f+{oo#C@nRFA*G|wSfBH;I2{!6v$KiBmPk`zyYS6FwH
zb3+1?pv@p!5`HFWBw%id4Faafr)L+^S6<8~!4jGY0%rR&2*~9E`;*8k^B0dH`6i$=
zOvo)P$}x$(5Mv<<kwlr2VJt{6g^cFZ@*i^BIQuZ2bVg!$!Co*%j0Oe~wNmWRM+b0<
z8Ndy>qm{)TpB6ERzL<czGlZ7r%fs(+8ga}vUVYQGs7!~%GoP(y;<&?i6Xr#rc<o<r
zJef3G1k5BE1hXZt<uhr#FR;X~CY*q}!Tn69Ir=Pi;yu-HB6N6(vm)38sgl4y_~0$O
zPHvC)6&gvpHnDpOnIlz5(1L`RfO<puhb_M#zLF%4sT_V=<GjIUo*&RWKS1#WQYcO(
zp%@hx3LaO;vUU$pj@;<<DYJ?H1e8V#MWu-c&>N&L%@k>K%UZBJ^ksVJ%M#)ZHk9bm
z5WgJaMf7DtEx0ce%JLDDz$yuRPCJ1lOB!*X1#w4XbVrCweU63BE*6(B%G#+%8ijzl
z*fxluC|G=S2JwY}634L3q~dkbb@Xn$6=y71=bzGS%1l?v+DX^x199!<hAtk*Yb4%E
zh)0m4PS9!mb&c_L>Ay6pTuw7fD(v)d*3@dUqzL%!dkvp|=knIb)S{527ECKI?y;c`
z%S#DO00A`t3-nAcNQg&yL$x*=M=YWzjfmb={zo4t?kC|XFX;Y30u%D#i|f9d^7xl^
zWcKI3>1X_}jJU6yZ2x}z!Kq+o{`%PbQ(na}QX}rl*9DhM2_`X#m$Kb;-NSop^cL9y
zoV3NF4U^b;uf8>T?gvvoPN*k-znQgBLPIB@j?5n=3?h2quOl6~OWAQUId&HWjGoK!
zTkvsg)L1ViFM_bI^KmAzLpNoj_%nY=i1Bd}9#>c%_QzM7K42QZsJJP<HjZH5xDUGM
z-7oE`xSI)nLx&RhM}OaS(o01bcm|;jya%Q=SVVj%kP{s2BYFb<16g-pddg7HYeWoS
zNu^ogsd1J>bQ#*6EeApA>Lw??3T4GGE*s{AyCsEMV%FKhEDhO%m`5_Kf@A0-u4mPg
zNh2g+c4&h{M`*2(oPrUfOR<5hqakx$r(0_rca-OAgjjeUb$k{rw;Orp(r8;vE`$8(
zkwgkH4(soy<Fb%SIrpFeyha<vhIot4QG%wN$bT&d@OHd)cc+>Nx`^f-J@e3~E&3qf
zQzKD^TFo0yG)IqI!CdQ{+`0xcM!<jS>K})7J{8YcHIfu{!AscNFG5*J;3xNHoY`y#
zGGJ*0bABl?ydQzfBsnKlmPZDYHC`k7v5}n^=R?tA4dP&J0w)4QKH4D{t(e3fIr+GS
z;z$}1b(wW`wK#JpsMZj^l+s;F;9vdE%>x$oKNb(j6e6DCR;=E2?W3n8NpJ=DAb~%>
z>(@iKosCvBqO+W~r;Z5t-?y){<lH$3#?y$-C)0qI4gnQ%jcO(AUi;AGlewI@PQd(P
z5b+z2r8)ix2q<3@GN`cMtA-~IOOj9?A5-N*BVs+1Sl00bOxGLhbTTu41d*r(ttD!+
z>beZ}LO{Uxn@wKX=ssi*(uh8XXVBLXNMS4OmYoJA*j^>@?|Z(+^><v>5D|0=5p>-P
z!LacKu4|050R<1XMJojSpS!(wdiKkB{h<-%*9|(;WDxMbI_kME*Y`$NL5<KVr4JiO
zAe+DLA^JK3ez*VBJ9p}%t&odUA>s-qX@V~Z2>4&rnfu1xTX06ui1P6UC7_hRzrIZI
z^(!u^?-@jI@z&yTHXiNcJrkprRozUo4uj|$AlnM-pwNA_STBdmCGF(fdR`f!>pQWY
z7q#ukZAHaR+CAGH?wuGX=F5)7C8?R(h6{<BsK+FkBs&DmUSbgUwT`PXTHs$|EO8wa
z*7h^GBboh`fU>^eG-iA3n}j%(XL=xh4G5@*G<b5#FKQ48x}IAhe=$3aSq<*cH+ee}
zVwxlgHj#6SfM0fL!=7UbPeYieLPQ(xh*D+*1pHP59(cccE~?aNM6BYDR#Qg=R0WH#
z69y60$W}#;T*xHnJ2W|OH6l8(Fv$1J1dNy2AmRn?=zMC0fO6|0)fFp4q`F$dB&7f4
zPGC}a8APmM63Z8TVzWoL=Ojr$9()P>W>-J@ZrK34okqkWCK*8_1XQ85-*v^c-xH!U
ze^FalgMxq(lkHl2!7ca_x3UWQBp{&DGa`PQ(=%50)L}H(OfyYD`KK#*1`!vtJ!ah-
z#w68<j>bwSb&udHFh?0A-UQTeLuWDZD3fFo34s)$0F<5a2(37Nb$3Jj;K;2wmc6^w
z97iWF`|zEga&*$ms(^s+O}^^cxzD4Rwnm_X>3k5pi(kcz)RujC@hZQly=HQ3FR`*5
z@hFs3k9XGc$RXNi=}E=!mZ$Ksk?54IxkhZv(wy+b0FnRs8WAHTNzfk+OW@zLXzI1e
z%kjWYBjTa>Y24XM#q05oT$a8VCvoTQWhS9qbb^4nfHH_!8YgjX3dE~SV&A~<d)m+S
z!`jai;x#7O3ogi<XNr5_S7MoL*;*2Dd#!!nHHIfgBjSQMNpZjVr#<*4+;kcd7sg4n
zpWHgk8^lT6FWMF#uD;5)_oAo9TXFrAd%2Z#!f<xH6>b08C-t8nc`WC0E4Cw77`}|R
z!bLIP&`0z)65_1*SXfhsGCzrOaS|PSXo3*MF>w;-u0f1C@^JgInzUCC&N)-u&#hbs
z%`FJ{(|<W-UcJ{2Bn*O;NiJS-Ja#nk5R==T&wU;C-}t!nnzf6!gh{NBI-xvbcDxmL
zGUhOeT`=yfKNauDos7$wM`@ha;)5fPr9!+TcS@D#&wjMKV5-B&J%Xj=BqMenDvN&n
zMHGp^;Rx;~a2$7JFHKmfEz#F%OA?~?k;ig3lrM&BjZDW>E$xUL<fBB0x_OKrk;P`x
zqXd-0H<ZvPsUtSVqH96G6fHG~=o;U$T#fB0QXctx+TZ<N^rk}egc$;t(rMs{1itw4
zL*X~U?cj>>U%qnBjC1gsX)*YHgvnFcx9HR>D?Rup)tNZ%hQmlk*XQ{qkCoYSvZs&N
z&(P!%@b%L(gQ&B!7=$rNV6rwEL?3CTmw<p9_@K_K;$|8P0hP=eCO2obhRL17f@BYU
z-?Xdoe5-k|gf*hhU!lk*=a3HdAtNkCQAZDBR$&MHj){}N&s;jT(!pPFNY;pJTbq)V
z8qv0OE8-CWWw(WG61Ha@(=JT1j>mEt#uX6oXI47l!ApKP#xsaAR>hYjYy?tdn&q35
zpdYnDK-s9FR9wO_GhKO9W@ZL`5dm|)GKjk74r)?I1k{sHRQX>1;K?l>TLK62FZk;e
zmT35+KZ<W)t`c%~ZByq_BU(4u;bO@0Kda)e2fNabC8`@z+*QXFgG|)N+4}08SoN;K
zN8!|_k)(V0;{d%~2^Fcgi=GfmNt}B;xZDD}8OCQ%5X^|sU8U$Eb-Iiem%zW^{rvrH
z8zL}8BVs4B({3KTO~b3N5upqZOTs2Y*sHIs3M<d9fH>Q9hx>=lowO9^GmVJJyanM>
z2M0j_^>P`v9b9_=L37KP#EwO$j#mdk94FPLnr1A~d9!X$kvqKLCiVV2K6TFFKjdXd
zijz`rH6fa4pCRvhL2-U*+lW1nIL>+s1Ko(l!og6G1QLZ3VjKaL4<?jY!F|%pGZgaM
zL`P_Y3`Fitxk6{9aoA#=n|uz6yeCr5qBJy-PDN!peU}&39{Q;dg-Jo7aUtsJ*rc4B
z?x6R14e~c55SW9l%6Qt<XG1u3NnJnr*yzvO^*TEG$Q;#W^uwG%NTGxW%)Wj@709_U
zzVFZ_wIkprczg#PI=izUA(Li=fI4-DZqFlMe!#N3s3418PpPnq_yDXohJCX5Y>gy!
z*4Z>P(N5izax&|z?4ItQ#?lF!fd5nf{#TW|22Y7KLh>hb*~#7a7OA$=(MLPB&*hN0
zo9`DWupP@!jJ_$z9T~oF5ZL5Y-lY%zeq-ybtC1@}BQy$fB?l$66!x;hPD39Zg$*S`
zK6$kUk2r?gUjBA{!A%JC)JRekRFSLC_N#v~G|_&;d6RMq@{3SlyHF?Y!UT-Tg=rbN
za*>WR_MV;Qwfy#t#4ib7BS~=~cW*sx`X@sZ>0WFitD$_b7=K9Me^n*u|K(tm2k1Fx
zY_qRdcvxhdu{2l>DVD(RaLeY=-`9o!XvEFV$;X@UR;@<1mdrc?=ICt@%%2R-zJN%o
z@|v-MSlr@v>w9ZnR*V6W*i1|87ADUi@gU$XF*pB>JI4Clid9i2mo=NMKP0pZ(_WqM
z&B1>7{M$}_uE~OSp7@%0S}v3(f;(EEhrWQeZc67Q9-yIDhTj(C)<e!VCn8ZaA|7QD
z`*qyn7~LWwQB<U52{C|x`p2PQ%*eza2wj-kE8V!LSuZT>l~AN{()H9jG|?XI);gF<
zBM9{%H{PcWj^mG9razL3%D>O7O+ypy)275591Izfi?`u9xmm>{RElw^nRxGU7Kb+N
zqzJh8G&IrP8=9@e1T4n;v+}L8u=yHE3c-sx4Nas!(V!eH=FrY>c46%&z@047gslUI
zCemg|PEgmPAfIp6<6mJp;slc<#fxz>-l2)~D4OwCSd)$EVZZP;OJ&pOZVX?Mh9=VH
z0c(yA7b+nMmAs5>EmqihCFA--BPk+;oiG%!k{796fsPjl%l=c^o8)`<CQtzQ1Z&ng
zS|aiZqKI@;`B0U=S^Mig-E1jdp#9jjYx8TCo(N6-PTXzd&_voiU{keZ$x?|~g~fw%
z^0Euf4#YS85jNQYJ4Rztw1q;8NSEt7FXXASBID??=oqba%!S>Q1Qtb8eGNdX0ReyD
zQTwvi^?~DDBS~=%uOl01#qJ5*(`rO?Vke6gDCgiWdT}dhNHD*ZNv&_dI7Hugi~OA-
zg#z+zv;j!ZmJ$c~^p}9S%QA>-(K!jF(c+~fU>F3BgmNx|9rz0geD<5cV$z5vm!AGQ
zERQntC;{~(9@Yil@F6TJiw`zd!vD2{OyrKp%g#}!Db#%kOH^=ae~gfTpFO<oj$2kE
z1%gJBq7@Iz#%D}ecJ(`Vjo6v64zlBTV(cS$PD}+7jp!F^8N?R?Da?av+{z2+kF)f0
zK-X9Led|{VH%sr!H~hKr!a{^6Xha+@TM5SW!6y;${~FcqqMKgI_6(w9SnN^Van@-o
z&c-XbE>9I%k?xC}Cyj0^>IIfHc(jT&x>iTz+KwC-%Y0?cEGE&b#9A<2i$j^y*3ar}
z2oOwpdnWgJb)K~Ya2Aqw5x1i0CEz|LkLna_{K$0Osa48P$iEv9@XssTe!!Y5F7^zP
zbSIHx2g6t9%HXw=$h_U6_pvPr9UhbJ(^ULKCVd(K<v|M>lR{0RC2@2YW=Oh<dclAZ
zbK~YIi$yp(yfr$48n-R#`pBkGGG^#rOpIJix?WEPjgf%y@)<;^C}>NPYK(Gol;xq%
zVC8A0$Q|R`QZdMU(wtPfPPxDPFB^zciAKcAILRrAMc=IKf_GLL5p*FR`BG;W*45F-
z;TsSzPh|}P_EMlF=Rw>Rch@^g(tX^;k`eL;=t6b$=#>i_-q8P%tz`xv`JzU|&Friz
zA+8f}Eq<|^zs_>qUEa<MZHFYfbnJF4N?$wjDueGcoOO{DxAOY8lWR^{8UaHo7&B;q
z@r%)MqsF<sjf_zA0MBrwZQB_Q5b)dl@z$lcHA5xJ6Z)Mn{M7qKz)(_=iP;eJfPnwZ
z(uY2{cL*w)Ys5_(f71Q|r#D^(!$Kn>n?J-_L@d<dx3o@n^e37excTAgh<MS6R`&L~
z{nV=KYYy6htcLx*dAK02<*}Z)i_fLAX{rgBSQvxo7cw?hh4)E#%P!wI^X|-pRXy>a
z`03V_^?RAbei5&`_w~bi+@d&%0UUu52e=h0c6^fw&8HC^xYUVenSkH>t!CrSIJzQo
zD=S3IV?AZddNu2s@%@%_u&wicu{$AV;$LF*+K$X&MkDUq3f|T?CsZYdzZ2p%o<`e>
zYqYBHjEAwg1qA%8jxT+`u)`&ufBwR6zZmtOfu8u^Tt)B%Y|tlMyoqxH2%OzkI5)iR
z1Hm77$<S69zEKKq8oQVzlSl{{Rc#RWT7-u?Q4e=w!Yx|qYO+h>bHpU2`kL+DoMXM=
zF_TeLAjLqy|L|b9kDt5}?iY<D^<I;PCZaGxheMktEZ(85ap*jIOe&)<bQ*OwHytTy
zojgte1a{O(v>KiS5T~>3+jZ!~0z^N-W|JC$yk7xT0#9w!v_!)J0sq&WJKk$^Lo)=b
zDI|rX@AH%Iy6xtQ*itnj=JM_)H)#TXi*6-9e9{T`gBpSEmbTk0lB|ZjN7?Ui_wkeB
z+n71-YXqG6lQ?raO?t~Xxx?!yXRJ6O1zhf^lw1iJI*tZUmX^pMq~%NNQC7%I*<;WJ
z+C~EZm`8^1JEvtI&meSnK;HDAEv8AOE(tkbM-Ln@{iW?EBW_<I+CNJV2Lb~Afd`KI
z@x%_ehS!L24mZvosz1~2%B~i4P7Ce^@@RauGfCJ}>71ioozc6T)axZALIjLXGKhE=
z!hoyynNVXA_?_-L{j6lkS*ZM@5D21-`=k2cVm-^PU4PD*Lz8!gfQe0#Jg7%vN5F)Q
z8bntcwlA!w?ppuTgfnp%)QI?iTd@_uf4}~eI?sHDP;HHfCwW}<OC52BG}NVGP|&3)
zX6d&_C%w<9(76{AZfR)!0>L~*K#P>dDj+w3xRYCiI7V#uu#$JINOw-1&>3f)N7sn8
zB2jlt1S3)|lF)6ozJ50M(B=eoKMkCKc~xc*_gMI^w;oaIP7qAOb-M)qcdb9@a^9Pl
zB4MLK^vdP!i9I^OJjk*H{u#TLWc<DoIR-TXkvm9pa36uP?5-gfUO>Q~^F_|(&A-Nb
z1C0oecLiIZSVxnau=3KlEK28c&~hqzB;Z#bdsF>0I^}x?F&}gyjgUP=LG3Ki6Yy8x
zdv;O7#xR;S;@Z{2KFY~!xBqI?AykN4b%-q-WZcw9^dszjtT@8n)&_Q5KtMf~z>7D2
zHF1GQAA<E$Cb*AQ(JR29JKn)ZN#K95r}E$l-LTJTL`-86%J&fv@E2ycsPgz8glK5Q
zJs`BZ?mr(k%tqv~M$oBL<gY^nM0d23;-ne!2a1!q(^p|W2L${McTf8Ha4SfRMs(5!
zyP-M?pfv8u(;7<c>C5Dpg%fNdIVIp9b@NlbCoMvvR*ew%<PO{z-ym8@jggK%It04|
zrxC*Wq~Zwpo4@{O_s~{2w`e3Ol*6b5?BVUe-I_MA9<{gKe9Qks!q<pvy3B3%%dNAk
zAfiSiDy}>9%0Vaav6*~+;*K(CECke!6f&)8*6C~HO{emzrWtyaS=Nw?B~gt{m#~RQ
zSQ~HGR{3_B`>Yxn164`b*I-H^cWLOOBe2s|JYs~-+8OVC0Hjk8Fhw*Ck`%L9(jO&Z
zAz<RL4WiF>t!aP+Ql#2ZFWzl@seX@V9_B^IZS_Pv_ib$O!Q^@14FSK*$J?KO^8m_x
zXvBC1tdi?I^2W`#uEV=VjR@s$mYHD*_|IJP{-sriAo@Zhy2z)!C1ycFe3M38XEJY2
z87R<pXO;cGoswZntI2(ufUn=x8AMkuwDF@ZNkzG_{IG{4_7STcLvPCF!^9wYk=fcB
zNqGsD!`Cl?-zM>DyX)seKWjvLEbLW2$AIBvt`W3ISNU@K#gp8kPm6+pKko5hN1x2&
zP+d_WAea8h4iw6EEtBUUom4=;-*(%xFN+!Hdj`P@!-G7$eI*G~E6g&<2?9gwkD^UZ
z>~yT;M#w?s+**Tt8p)*$D^uiU=-(4CDXI*j$rq73)FF2ih$f#z>~Y9Hc>D7TT@NAs
ztwuCCWtMZvo!0dOp9~@=pwv^?oO7!2)%@|kVYhT>id@MGX<k-rA`Zw4v-$XH=nuON
zIcyRyFf<~T!y^Kc66%zIs}uF*=tI;j0dv1#5S?Dp-t9XkI>xojj7#y(Ug~iM0%&}V
zXmaTYaL9G_U!%A*IVFhHthTL}N-m$F{rlF}f}L*bY~Nz+8qtHf6x)qUu9ulvZ(<@A
zHcT3OU>SYa-M<}dh;39O^VM<aGT4@aCpDnQKoa;hhu_kp`^~VJG@{=)b-@}72>4u_
z1=SKXqFbc0(L&u{S}!IC>A}yY5qy#~BC67=ZOTT(#aJ`}0e|1Vg$<A008>XJX#F52
zJLpd{4hoX6Op-7HDfWwOKFD+=5(0{qOEpiICd8}g8Leax2>~U0VZXb2g;JGB2$;)H
zgJ}PoC0TUshW-r({gLoBA|`>y=*W`Xwe+*MZxQfPX+#X+yVPGv*a-MXm7Fmsvj?Jn
zG$Qu0s<Ol7ojznSMt49PHi(@3q1^BB{jbUkU@HNC937c!je;Uph}r+%#*r!@;18HS
z;FM?H5U3ZR5O@F6shmtsC(&7QI_O0cNWj1H<M;m=R2^Omjfkl%vF}571O!wKpSGSs
zbU_u%0O$Os-2k0VL@NYTjoDth*laIP+$}o_#aHotHhkI|aqT|N4~zT|8WGJ{yh=zg
z2>hGd7ROAD&X)~{3JOcNwSsJjfdqb~ISq#n^pF!&BS|rxKMoV6PQmOy2tUu7!6aqK
zn?ykUYdk~YX7<33&Lsbo0|^1M{TM_%#w5?vE=NEW^+Px|SNB6W_ADlOfk+6L9PS1w
z{rd+8exRZ*W8x|{(zg*XS0)BQAQ1Y&N=rjidY{>O`Nb+-TD(si3*<cDOX_Q%G&IpZ
zZ9?jxP?k~*h6JS<*0UgHf`E!WLbL`4AsvldD|Mr6gFAJJQd6r`zbEQW)&&9e1P_zV
zFSsz--(!NoGV2O+;*?yj>ZcNF&yT$)I$+&7Lkh(3?9>w(P_9o2{Fx7b)^zr=Ogv3d
zNKzfRL&-O_SXud+2^qk^rDK_Z`NbfvD|EpbJ<mOBD#BScBG?=j6^KIw{Im03>fKAg
zDW?&!5CcU=*2~5mLiD3X^evbr;k6!maV7rY-KG_ZF9D@7LVjbd;OrF_*D*s{SdF+D
zBb`hY*eD+)J$njml;hY%ltX(g0l(TS3m>iiInq>VMC=9~zRqe@$K|LmsO`{Q5&4b3
zE?q14vY^RR1p#w!XOQSRIn^m@gYrTm*KgeyMW%Y@jy``>w33Y}*`*PbYKfoD^-sP=
zqFuU0rc{@g7Uzo5S5Tt$c&}WS4PikVNztqR$<Rc5wXx>WdXSflzOd){SHl-NXjpDe
zQLKOyJ9<KIqf_+j(8T*4R2<|LwF>eZsW%S83vbF1MO?+Jpm4}gQ&h{&D;pgl|3=cS
z9OlqO`*n-PtA447YNT5$an4q6>SU#%iFVt_k*BPY*&-i>018_ZLegZPjQ-xwpY!k=
z2&dFYQaju1BA-?HzK5>-4w)M?Qrcn)1#d^kl&XT19#a<T<)KbOVb<{CA{5U#VpUl&
zs7h=l^E`wOdy&q?U9@J)2jnCRCII-qWHqYrz~gr!BJkxI=U!g-S?n>l$F&2W!tiXL
zH5^hWE@eHONs5ht-(lqbmDf%}=8QEDKXk?m3vs2c^0iq1PSG6?{<8Zt93Cn>@x+j;
zyPiY|5_Xd9`w_L$INqX8X5=3;yJ>E}?r8B<CdnXj0{+4QeJ-mt_*<JuRIH4Xn9zI<
z*8LOL>r7%r$mGX+XwS1xlwY$yp%t#}h_5mb*`+nFn7}+LL1SzS^6f0l`=kEz>X=$}
ztI*dSOZJv*MSY#^)TGm^_R-<9H%>)>$3$+??#Y~#tC8owH+}88-w$6wE%uMMm`MX5
zU|u^JV?o@*E!s}?j^bDO@Xk)_rr~{MlD9c~;MNB_^&qg3Cyrq)Z&yISt=s?ZU#lMC
zWID|G{mn)VJe^4M8BhuW{#T7ZJGa_oT*US3|I^9$zk4waJ)3?FGs8Nt`F#vtA+CBk
z^X`4W9gl=5_@c-LWnze)to6kuf9AD9YMeNU(YPE2u!EjhoK1#kxKn$#`K0$_?uPTq
zdj1uM%3L%53Y2W!5N~n7iNiB@-iG(X`r)N`Cr-k<B1p8;O}rZ?F*h_?T*dow5}p`r
zD8CQ;WYU`b$XmW8PGS<=7?Q1V5*@1U>nItqJx;=&E(}*Y8N{b?68%<MC6)ayAwFjk
zyOMXE{PDGCy^C7HUo9DT&rf^0dg9A?D}3U|7ik`fuj3?InJ9}2aYZ}gB)lS#?Z`y&
z?u?U|LZDhg#P@L$<G0aXA@O6J#CTI!)gi9vr#Oj83!w)k&SVlB-O0&DkiY4!byK}5
zcO&u7!*MlnVCJjWoza`J4nDhf>W)v2@x)o&N(ug8O`=PxDn~&%Pd~S|p0h*4`#!L3
zH#VxfU;S{?r2IObcKVSfV0AFz{dbluo&|5S-pj;v9*bRedY$-3J@dnd1Fo;>iCJ+H
zu1$I{;V&Dw?3zy398QQ0eA<$0ih!w4tbFn~1k&R>EM6-wTF0pb9LJ%;X`C-Q3g2Hn
zxpwQP7uEH|Q}MCrglbBp%6dZODY6}L#V|~Oe)J#~a4UAWygzP8_&UT+JQF7|Cmk-8
zeUv8_GKtlsY-Qo4de23jX8!fz!G!1pUf`oGcSj6uT;YYkpkJ0}Uh=@1^DgzoJ|?kq
z^mB)@FJDvw?)JWF^M{qQ&ho^sOkzt-tSRaB#9Qldq1g5CuRp$De5EHULXV;&tH^lk
zg`1CiJkt~7aHff9Pu{k+VA*fG;?RH^P}%2jN0xP5W*S<3=7}524K0&NDtiJQkR<EW
z{$)kIr199~y){sHr1<)rsq;QR-4h72q)zSEu@ehEvEyDJQL+ACO+E2DlUO#s`Gz>^
z<YTdEa=ixZ&Iu;5^Tk^g_ISOD#eq19NlfxhldI3G{osj6OUNW0@rQB*9=z+S*;gSc
z!;{PZ{!h6-yL(~+v(e6%@n9VqU9sHW^5Bum$!vKfg2yW^{iD3+H=KA~hbbi}!`mf3
z7M%*s|EAu5-}+}X_)?x_$FgqHmUS<$o{rF*8wOs|vyOoFJU`xwc`#bL;<Z)0-TM+c
zO|ET)RRFwcD;89(`N5ajo_IMf$HvCkc4)=+XD)}XIhIM*5nl-S*Hu2_{SSSJ7l*Xf
z^TaYHSwtiRRI0<~o`2l-9eXco+KvQc2%L2h!LU=R4_SVG-?JLt{LUW<v7B49Y#clO
z_CJqnfV-dFg{S<zuKMxR;*Hc|33aMO%}RhVzIf4nOZ$2uk<0tc(#f^tfV{YLa_wq0
zZ)`w5GX8m1sC9^&dZKs0R2Z@L(RCS5EG_p4?A&u79JpZGi%_c+E*e>nW_Q%$BHm^u
zSw0%Wb#cLGcfN6SV^3TJ?w}Pb0-U@Lf>bi|g&pU1>*$GhxD~4#I58w@J8i9X=Ifu_
z3CrqkmiyVnY65<j3A4_AU^?6*)xKW(>^BSBd!i?IWM{yb1jaqmJ5FL=%CMD>mqLBx
zBsyD{a^1nOxHL{;tSR0}e@=+Y;v{ApX0bp=m&Zv=M|@q39qGzAiN3coS9s#;IEgVV
zSTka#2gFHqaxrWCT^A=|-GmB0yurb+K-5fB7_<yn*LilF#C$YccF0SZ6DKjL)r@_Z
z8z(UamofhQI0@&~Koya`U)RacZT)RR1aT7fhT@B6o&Lp{Cp><NCvGT}gtZD-H#|;a
zxNB^(f;b8Lq;QPZ@7KkRaT4PoWGnO6geZ)YX#3OVlqrsr@C5&8Gbf0VaT2ovPQRw+
z=HvWRJ)u(VTg{+z)~JwuD89|S8toP%E^T${#J3RD|9PAG3mZODh7{kYab06oz<CQU
znf&foNG-sM9HKs&$7R>|i#K)fuD%C55?@ll;{1R+wMn*L9C7uycgo;ux9|SvW>nbR
zg*ttw99F+v-;Vm!mbU-r{!=p=ti90FHU8|u)Nk-{&x#}Q3Ziz|TQ6HY=rm7k<xWd5
zJgLO}`(Arz^R!{GY}P+AvE8Z#up2*S63ee{&s_M(XP;s3XMz2b)Ot<2>XiIa<FYZ=
z{FD=ka@j&}?TJs~EwV+2U>-i}SMbDVaS}En5UOn46kjljWCj6sHip5$t>7$1&nKaH
z?ZlXlcpmpAM0a*Nb|eN6P#Gz(35?CJQvK7P8+zi0_*mFjJ(TcQEg!ICK$AW+F@1;u
zsrNN=MA18zsKlz=4&9s)IkXpwPZcAyd&Z}SU;1p>rPzC~zp&+|*IM@T#82^Y%}(SG
zUgP12qEE;e*8m!q>_|;a34JL6^ODq`@J5ZUGbbP^bP|6JepxBysYa5mJ$--u@2wjv
z(3cJ=y+yVU4(I~Fhe$GRh?Cn@wP@&F>(3mGZ7}0ZapQAMYf<YWPHvf`569+`738nR
z4PATG;ynZf6!|et6KXvfZ{3o!Xkf$TNJgaa-Oc>9*K>EhUG!I@T6lq0TW-mh!0N9o
z8D{SQ1~)x%McoHrmhCHg?BK>~P&a$yGRPY)t_ieK(Ydm$oyC4OoQ7%~Z2V}Wk5BN#
zes0B*4666lg@2F1lN&SK`nY(C*ed#5ZM<#b4{pWI0Gsic-`#uLom^&P8&BNAB4D|$
zGa4vy`8px0aVyqt;<Qij0^OGEKK{VbSTcXbJ7RMfqRBQij>c8uYk=QWVb?I{h0Dsx
zFUrJ__-M>$aIo&~4=#FX+03J9O2?v|h=ALnv!Q{6v#gJiPpCGJ%aWKdm3o!>AK&{&
zIMyz$B0IG@L*KorcZbj!k28rK*SaZH+b(?u3PCGPj7!Ep972C$C{K(fufAu`sYkEH
znWkamRR`{_2|M#|9@i}TQUd<wj~XN|tqt3quiT+DZ{>-x<1z;AlTB|LJEPiP2~mez
zu^q8%3+u7`#&%;eYGxC^MqxC(!j(d>E$S;}zue<b=kz=uEmBAdWU7S5ML=m^XzKH7
zz5Smde-(S80h8EP^q!~Onb`bJW)jPFV=d|pTr^5ef?K-}zUjBOphX=T`nvdHw}Q+=
zKa7acEAHD~^~z43pwdT?<zPY(*$o7)XT*nYrdkV{Xu>46BW)P@wGTZ$t?5<-`ZZ$`
z%XRHpu%4pRnZ&YDmu*ms>IC{asx1`}WV_gFBWv#Qt58ayLgJVfeO~O~iE8oH!{dS}
z#HV3wq1EFg#uQrd(DasbUVs^2gGubyec$WW8N=Sky|qcI*fP!|eXunb2N?QuBvVoX
zluTJ>u%QQgBBNSn?ci&<B`k@P*FYzNfO-i5?*wau6NxdO5V_=?YTc?^Ug6lRZ+p7M
z<yU3ZAo9cU*6rsRw+%<=9ZHBZ`135u4c8Ptc+XC>*k3swMB6wA*cFS2(W_@Bug>UL
z<cao7V!v7&Darsm+7lh)t!UfW*4#NKPQqs$n33B3FFG@c-Jsc`!%orU*N=M+Zi6i;
z5g&`OoU}F&UE(CXB|$rH{POc%*R;iOyTwTwR_Rq^z|OyPm@IsFnM`6AKA%#;R__H&
zV&z_^`|{T>{HN}oZ52InA(PmB_{x13?0nF}4$9W0T==_4$G0Q!H3w%|RbsX$Uf!RQ
z$wB17;Bp{86el;CU-<O$u_lkmmkqa`dMK-2i;wWOfUPe$g?jOL?F{Vp{Rs;XKw#KG
zb*4AJtY`|eAhMM0Ub*4b_V-uWjn7LyamAx6w&I$G_6R5{D}ww<u=KRQNpxm2!+tdj
z53aS$X>U8U2U@Wr$R|&@k>6cYvDe(<7M|$C9of*A6}Oc=T;}+ep8r_y9%VXC>fs6X
z-qVid@!=25Iot)o9#4<FZt&c-7klCgZpBVJs|p+kyxKh`4*vtr44;Q<TQR<KZBL3j
zv6)1Mt2Z%!^M*mko^u$NhP7BZ*^lPyMC?7G_}U`kbXfCrM8j;zH)+3Hywn)Srw#KT
z%O2Jf7f)C5(5+t8H-7#ly(i}!JRe`D-a=Wkn@wr#)osq6bL{?6UErhTp<{HMtHodQ
z!Z+{b4Q=oFe-Er%f7!<#Y(Ab0J9M4((gah93EYZhqq*R@U|!A_S$!aC*YI%d7md!V
zRdv%o1iN&oJZ8hX!nU5cmPxEM@*0FGwr=i|*I(PWxhE(VJhBg(^6A=#E3W5OO6ZFS
z_%*lv(Rur19Cv%noPWcG9b1uFT|u0dU!=6K{W{~G&<;P4uZok~FJ(tQwkqQ*8q5Q*
zBt|*vl#pTwlVs8u38>Q~(f}<RGPUN~Z!x`h<FE0hwiR}GAbe`uuBOjcTnv^5+=?B#
z;W|gNpH5#|u3V{KYOecC(Y8Ep(aO4U>JQjE`?*H%{Kpgd@vqYkFyG7o)v$;x2Ys~m
zk9y&a`@j1EiRnaq=*Eb;ZpPMA7q69m|F=u$y4kn2#|2-ysdRE<Ph7pTLecF_ekMh^
zIZkf*$fpowtktp*4PLm9rl!1*S$^ta<@i%SZo6{F18{;@U*Gt?&d2{CtL5Pfk(Qaj
z6rM^Mw@z2w{?v-~?(6n5wCuR9(=M1?=?70|1+ueko(_C|dSd_NM%`#C-$0X`!+UJp
zlk0@N=<}YPN@FnfEbA@EUOCkh&U<G=!p@orp17lmoJu)#0>%eq5WR<3?(yEW9FLin
z{PReegN3oIrYAeGFftSf$tGK850a5a$B^wvz$BnENK$-=X@hX3p@~jbd&oZ~ONJrN
zp*BtK);c@qFFyQKOGKJ<WDRGzZ$5!{*!8$qD=)jXFNw5K?Y}(og)Rdp;<o2o1VvzE
zvZAuQvM?9n7roi$j#G}Q1uK?sEoD}&vLp#Tzif2FmF;i_?EPAP^*X!iM|mZ_;K9q#
zdjiG?H;Ix>J~$iOw&Bg)M>j5yComh=4=dNQEN-)QQ#0jca5qPI^D@8@Pa~p~nzf+_
zZ~bthghZNvQd%oQWi<9;jOfV90xzHvy^=~$(2ym{wsM3>vC~Qymz?apyzD`Fxs((3
zC9Dkzl;aG(NWOR}kNIsN=Qp7JMFJB`ZIJn81y#2UKBp!2G_%Wo1+T6#`d!-?QXl6-
zAUH1b0u~KR&H-Z&>+DJoC&Xh+65rXve3`=}*0$nSmgrVcIA9*L&YC>NC7==UGn<Gu
z#W1_;-q7!%P)6ezUO?7v;I9kKbYuY?NV8sZh6>{S0Z6q3{=mi!U#;|T1~T3$1X*aA
znYPY2o9C-_GPBiqCoVrdpgM07`1>#2HT&N64LpN@-;dMewW8@!&#anbz61f4X&BKY
zdjAt|fi5D4{EZX!3?g5MO0)MkIu!)W!)1ertC-)@Aw7bC3OUA^K%ZqWu1jfLboA8Y
zYC$*wlTFqjnw(yLX!5h^lL(mCDF%togBz1-^kz=M@DYJr2SPrNCg2}zQSX#rdi6m~
zXN4r^tH*UR;Vb5hSd@nTUw1z^H!r)Wh(sZ@@|{J1fWG*y<<LaCOe1-N1KFJw;&UIX
zck=TaQS3@1Nih{%hzJ3f$K9P!b#ieD)`ppofj{KX%@bXN=%5!%Vk{Mn2&aszF|0JA
z-`HeQM+8iyfkC35eoE<DZ*Xwa@B$f;`99`Q5O9l7n0+!0O|-{`rT3VNipMm$w5joB
z{IP}Q8`ti3q32h<@8{#M8Frz45s-!^(x2Esi=G80=uP6^eXZELZ()|_&)f9R4AJFJ
zwE2QufB`w2c*m(fVqedzZt4uhu)bmC&Le;Jbh0U%!f?y6pO$O>I-ZRG*6WP6kNj|@
zC!88#hi5Gwc-}?WA&yx#qu1>>mXB?^<>bhMiZ!sX3HTM?sd(0`93&Swu9`RJuJYGn
zWG{ggc;xmHX+8pemDYZlrB(Z4*HMVbWbw08&e9&rHsn44&@bf7Q#ojizUA=sGP5-L
zA%V8u1!wCN*D%LyvH*5|*7cMZ6ah^Sp*^(HiYAjlig%eMOkywZ%zdmzboI}RF*N}J
zpHJvGt7$}BB*#J(X_1SOIx_KB$p=>stA7^kp*!N69-oRoNvLSsPmmIeNj6d|1WXYX
zgFvnQfB^@aiBZooxxFQ1=hfT#s_ktm^C`(GfwOo%PHuvDG@|QM#`o?;+NN1V)_{Bj
zEKM-=`p|CDy!C9?xx!Fv>{0LwGmuH2L_i%gqAkuK&R$3x#WKu0$V-TvfJv}o5b+(8
zSmVLnWT$~UXr(2!LO>btczdSfb5tP|F5S?9_B(U0tr2lE&#CRm5kat5hUH|^t{Je#
zw=Pb;^+Jgbjp)@G7srq};^rK8tx6|ug-Jpz)sK2R5(5ZW^HpD)U>@mFZy-JMm$NBL
zwM1oAQB{rf-Go8(t!4(15K#Vaq_5=2hPM*pes0BnovQ@?D_I({ekQcNufv)D?S!j7
zg@}19rPjpP$?I$uyAqxl`-s3v)8)QMVaZ&ejUtqmAHqUnzsTiuDJgiu^VK5mr{s?g
zo3hTilILKPUL~8fD>FEmmT8sBu@%EX8Q}*^s;ZVf@47=*4_$2;51shXyyA;&QFu!h
zf23k8E<dkeP<Ea?t=7ld69h~v21)9WbjwiJ5Or)2CK;or1sU~w^5n)_36o5X&z#$l
z%6@JaBcB=|t{M?erVF-l*68PEYfPM3d@Nzpx|DL7VG^h8ySpyN$Ip`P7wu+68XrrT
zFY2l}9ZByaa`#`0#n9|RWeEotLu4iJH+(Sfrp^tz!*#2Wq*w@T0c9M2q7FZRb_fW}
zCrAQ$yda<g195G}t|2_tc#28-lFlOF*ZC!fZtRhFRv}_0laTW@Am9%^b939ab8#i5
z5mj9+n2xPR0_CX3A&x!v8RUABDKw<kUx0yOTz5ddOW;@kd;TMJKf%VY5wTE`ge(ka
z{bQ4m$L$@ozrB!}JbZpWz_wH?d`;M939GI-Jgye>r36&qC-}t?px{@x)Ds<U<;pk-
z4?R2<CzmzL<p#Z8H<0R*7RJ%^bqiQ`+Z~gyG`H!y&20(s4S$_gUB>;S5z&EtOP0i4
zm@mg$(c7BY==9qj%SLyXR4;Kdh|>hz$L09CY2dHePG7f#4G&B1wy3O~5^9lvDeG+z
z{UpGWxSQ8g=rX;{q{HxSD~{=>1L*B=wdS)bP+2(SrxgT@k!29k4PSw=*j8L2S;=x_
zb?r|>c8!~R5UENu0ya)W^MT~$dbX47#JKyL3YfK>ve<?9-4B>Ymc$*G$K$dcF-iDP
z@?*Re?kKEO>3DI3$xy1<cH}<oEq}zZfJY~is7(ZW#D%yCk8s`H4;-t)c+oW?n#MbI
z%>-3W)Uwg-$f<6@24A>3o$|z4gUqpTL>abftdO_@tE?L9=isq~RhGKLwZnB~dJ%uL
zJ;Ly0Y}Ivrwvx*F2b>O8lhxjl$7NgOp@+)0MK(lnayiUQ`QUll65b(0Xx!p5C;YM#
z@9r+R=!xsT?A=W!y_0#JWJ&fqL|;xOG2%={=4wkL7>*?013?o^9?YZFLfJfgj$Ffw
zL|ItA2I9Qx$reKe1-T(a&}alL(jFGbdjmB9E1b>@gZvDv^57;i?$iLf5^s(J@GHEz
zdG&wCV~0HWM9sRde}t<`CwZpP^4bN27LO+mucsE<#bwz!MuA+WZlnIx0HpS073!?o
z$b=j?sdU3Nke(y!jb-tFPakIALq(gX<2#nCj1Du2WuU8R4l&7Wa8VHO-6Lr!)qf}I
zopfTXR_wi)e8^d+E002k6#&1&e<q**^qgBg|BcIYzo@nPRybxHgNH*S5bB{3UB?5B
zsVi@N$zzLW&%<vpa>(%{fj{H4@uO}%5iuni5e?;<3X$~w`HC-#d%zCTh_<XKKS4mi
zpLzJolg@r0_L)X>0uQ^dJ2UHE4YII?^f6>*3iTnasmFm~aoLM1SMOBip`SzRfq>eR
zu%LKzYD5;_e6%B46IdWy3>G7YkOY38XC4!eJkb@kbrs?!_0<6>ws7v#+zRD%31ngy
zez=a<5siqgOtQWqNC^1PHR*eG@2#+$HR2XEDOmk%?K4lh-19Xe%HfMJcYEmT2&jD<
zCND2CxSh7ijzURYnWZ5UPG_^T$A6xf@ENv_?8sS_VOy~_>!pk7qY3!4P>Q(AdkA{a
zh`yVmAe(@Izj4v;4GwKVgt<mk<>KHcXbuVdb&Ip!FC5YYaS;kpm5YO4=%Wevnd>^;
zTH`qQ!!;s29`3pLLl7`W4TFeRq+o>Z1Xy<P;$9;V45^sgf`j5j{<>APN(iXL=jA+u
zh&Hm*;5Q;6pl(hO$ir7C^6i0a@rO{0h4@zi0aXMV&jDA+YS4HXc9v{0<fLK+i=&f9
zL^mcWB27y`-EtzAoxc7TO_^jYzJQBExEAN>OajAOm3d^7JCu4wGh+rQH8UvGKOkUY
zgAJm|zaVnuCbSyVS=IVh+D7lVBG{J4Xw?U|5;h7|rXK5;clGd#Jnh!VaQ1sq$^k5-
zs>Nh(#fF=4E4Uukh^Q)u8w{@n9ue?|4<Em(!-PvbgNUbCrtC4!<X_N;IA3-Yd;u?$
z1b&6p`;V>pH{#kfqP^3$754Pt5vWEm89$<{;4%`sqvT#Ct943Xig6i4*T*@YWQu@^
z>o$m}!#ke6du7{Wr8YuVA_6&1!t=FE?|92_7?cbU6+kJ0d5&ce@h$TxsEhFv@U!3F
z)bQ@!7o%8}Ld50#MVG+26cF&czD3RlBqP&^7{X&AUCf!b^m8opC?7oP0is|U3G9t=
za{ahN-EQKQhw|pzD<@+FX+(STtqYEAi%^m<bV`S3u3R>QJGF;rN4_=rSu~H2Gr4vC
zJ1a(!2Pb2Nil>;|n#Jx};58O%+oEd=t%#Gj3+%t~j<}V%+Wwx4>d;JLOV4u*(mM(D
zB;uVE*|K;)3spA8*WE?>=T`c<E!-mbqRgCB%#h@-5&6eVo<ZaU)U{B^%+R4XHkY7D
zDWMUujaz9&tq@3&*KjM7WD*Gh)lpbysj4lu73WKZvOp>6tstQ8P(p^RP!_1oHm8#-
z+bqjR#oa27`vNQ-Q4TDnN7$k)lM{QwJPK(+kWV7Yw`p9JnS2(J6EF@BgNWKpvX-Qm
zfMUjWtq`^+bgFf`4Y<Nnhg-42<9dg>F^M$`orNcwVTiCC?QoeHtMu7mRYKI~xw9*V
zWh(4GSkE2FT%-hi4k`X6VGz+ywh|mod?ny>k_ed28WGi?VlkGgq;3hQYx3{)6MZ~~
zQxRG6L`lE|U>ZbM$h9PGiw`dEb3ewS5%HWHZa^+;2~64=gNT=y#2S=YZ9i^(+S9PD
zG$P($5_|3X=biMr3Rlb;fndl3<&0|hB76{iU7U?!%dvxGKyVI?i-38IV-U3XF0tnh
zlAZUMd=Igdfd53xtsNRYhCNXu;tM|2+eO857w%NK|7{g}eKlzB2-Rh}z4UMnkfJ?1
zvr6!hd|Gvswp+lGNkR)ra2oaCBVqsn`;?Kx?(vMw$CrbR8PpMh6e^33UFk`{#)H(y
z{QzP*lXs*R3Ai`2LS1fIHuBIH=oO1wv^J^lzrvhONRpsA%@+ZcuN#rsoVXj$7q4TI
zdueb4)JA}yJ>DAd-b1B`T@C3I1WcA2gW&7VqYs-zLNbiUm2P_Tm}D<8fIx~<`%osa
zcNhAlw@nmtL%bu7Lc_JMM#KmvNjG=PSdQ#iv>j;;%KZ3nc{0NG)Ps^FptMgC_~$+J
z>C+{Pk*7o>^UI3v#G}`UM-MQ058^rj^;Y6Q!XV<6)I$#o@6$|@No*vbBr{C%V!RcQ
z$^U$fh<Q8~+E4-lDsd*fS{$5!=gcMCisg~(%UBjCVgDc=5^6-uKJr-R#9MLp4~QDE
zF<1y77BG2ym5kA=1ecnNndDvCDG8`qMR*p^Gs3eLF^QFLwy3|*7WEei@g|cr#u^d?
zY#t!<8t)r+wn+<-fbs+2X*HV_$SzQUTd{0(w?5?+wu^`V@rSyV56Op05+i=3<@i3g
zXp^Y+{%U64^=<IZN+WKGWLC&)b;Rdda|fPDlG#-5F`+bpY_Es2N-J-%4G?n78Szcr
zx63OgJTXpfT}L@by^U_>N^?yf6zVe06emhijuQC%_5;t8HIfv{o00+PFHM=hUPUVN
zxKM>w6{bLXd8K=z3L7gny{g{y?e4G2nr|TKA)tH+$QP#FwxSxhav6y!0dw3j2s+(F
z^FA1q`dnW^pFzMRl{bh`_syf|-w-fa;tdkzZ<@%w07)8&v-P1WCGgK3{nP8iCY+8q
zNQERt4@eL8z&P8c>$NzY<ZKVk&1f_uP6Z#}KYIZdg#>=h9nUY?w*ckYG~(7TS$y3E
zSDZEwN#ix*CaGpo3`IPnQ|aOENt~rXCyddu&Ar4>!ktDyB5V`a(!`YyCgbI3aAn=2
zQ9HLz<%)&1Z^ym%$De-P;_chvEgmi<Dj16)NZ>DMo`3uNN_c^&5nV^<^=m;wz)x;l
z)bp<wufdx)h3G8g@;wLvwL#<kh<->S#)7>Ohw|a^-sr0Ju>v&WR^iZgj<I~S_j7C?
z8ZLl;*OdM*ul=MyGQBCpt!dQZ&V^?d%{~p!tQ4ZXpJa9jX?y6PK3^lQ_tSBYVfM&v
zC(b0$9ssj<2B|3mMzI=1)Mcsqp2UoRT43;~^GZW@Gsi(`9x!V}H0F*nX>}1uv9BuU
zpM38@K<y?WAEt0Tdpi5NO~bBUgxFhPN0TZB1UHZk-c5d8C^FME3Y8zup3(SC(uRb}
zd9?v?fh>*Vh(`oWAwz?pQ_^qjxu$YnkSR-UQom?KlmAK+qpGP`a^7zC>+J>!N7+9o
zy+P~};<B%Bn`uP(=bSGM>0t2_Gh-M25CnXa2uUNNKz?cHL5fL)q!E!N^=@z?K34*t
zqjqtknS0LN&z`@i16@)`7v3VUO6=!OFQ+dhpiCr$>zP2#KbfQ-kq|J9H;AAo2w>?3
zngIePtA#;?+A{2ZV3OKtL_N0&1|on-0)OMqSD)Ou9QP|45y!J2TVJ7TaQwn!$)GS~
z0)BAyANP;@zKv%PFo67XqL99*C-bWr{#8IgWqd)3eop;Tjrb+WYt!nvn#sS!aWo*{
zb0Rln=hlcKXIEK1lT*p5fPnwzswq7lN@6xNBJw1O7=d3UFeR1@BKk7PRro^?P-kqs
z{MApT#1)bx7){eoz$ice=FvUx{OOqbo=Pkq{0T}4{F)ojd+YU^G4$zQP8>6`9-gf3
z1V<uUp0oRiU9uy7phvItOaT*vh=FWzWe~pzq;O_6!(XE#>!8#TJ1Pz3a#S?nR_ftn
z1Oe5`4!!Pn;K0aZc^}gz2&m|1JPy{cgvD51F*a7f-5{&558xRRUIHpBC$bE2dQLn9
zTgYR1fdqztx$!gzW?lLz1epTrlEV5=^fcM|TEZ>baA#MLUuTkA=<5iW@JNH`PU-oW
z=)%mfw-KyML*|O;%p`4zoPZiVVyg6uc;&Palc-Yy#xgO8a@vUdiG+YU>u%OBlQxrG
zB$;tJ7Kk{Vr`iU^JMMi=o<rp7Gct_uxQ6yL*7uFUpMZd}*>Ky%##=pFvT^{~$D_q&
za(+WzBbPCb*T^Km(ug>VJFP)dLO`Xx#leJ~hDcu4lLg6==&KiBBcg|#(_kJgQv!bT
z=8MWaRT=q-G=ibatlD|BKl<Ea%e5dU;17TLpJyvp9gK?~g=q58mYfrEe`FWl61`;b
z7VbIOV#r{0nejH0v?F0BVDykdRK$BQi<m(`JyF1h$8Qz>AQ32sAH-S+h^~HQwYIwm
zRkF@jH0=aZSSUl~45S_U_ZTkrq3?;k1blu4+z#cB<#S+}{jxcY>mvLrrt%4Q5p_x+
zMSX|Xd>)-k<OF>E7TqA?3`r6^fW9SAB`e`6`J&F;H}>9w#GQ_3%N6QY+)+9PG-d{*
zBWcF1+)STHK;21&1FV$u%bwYF(7lPi$J|Nh*K;HR#oVHGTRF>DtmSbnA`v8DqU#N!
zofg&$!1fBR9W<hfG6mUmBqQLPMCBS$MVSI}yGY<adH$OXuXyVeq}@=6I8BZvI04@-
zfv?}_8$`S+zbLo_lP`fEG_SV0={<NhsS%OEt^7r;5HQ(L4WeI++Bh}$uB9LI#gg!>
zFVF`_xIF6~(XD{V*hP|cGi@yD31_P`tK@ntIP9z$L_#2ibN8gUN86Fc$cgYknn!hc
z1$ay>!}+(6un<rOCb(qz<WvLaMW<p5Z-{uwuMu%678l0dlEzIyZTBIsj&LH|9hOJN
zEt+98ILW?OAMD!<;J?-T<bi+q13ka!^B2$A^WqR0Uxy#~J*=SW<j@}d@rML{w@MZ3
zT=zMi&F%Pj;_PScy37;zvS8RdjTIH&ozm~Cvk_>a5RoG{+2C1{9RljrB(i<;JIbnN
zcN!VmwlirIG_S_H=<|DYBnxegzs9&WlSNCwANs<rvyQ3U&ohX)ooC&O8oL=ok&02)
z?4W(9d~g%?M+tn+F?@mNH@)e!uV=p51Cz!^y*PxXCGbsND2?cErHwlv;Lm!z#$&7A
zMdXo2^mUUpow!5+vP-R7+WDTt`;dWar`!}nXCuc)D%7477yPhs<FLTFPmZ!+6>W3n
zMNMKn0aZ(@q32JTJE-pFmQ$s4^rf#KNZ>>{3!zc+s=+~28=F|FlKeynkN`JGo~=*O
zyeQ|#ikMerZD-I32$<_lo1J(rL<Fr|M=cWY_jEtI<<J)q2qjMWaoW=Q$VQ>`xot(q
z?5e<rZP94Jbnns&1VuRpGe{~3_^Vov{^h?JXL<%n>f?%xuOwiuCJf>pSNMbn%UvV-
zEOI_HQ9!_7Kkt-*IlYm_SR>+8Hdduqn1IbX$Kk%a5@IR~4jEjWILw)Hb!QqnXt+AK
zJulb|wCo8O*OEanvC^FUgBGk4f#jZ%)Ejv_CERKFuwMxsrB~AtX+7Xp!ZFU`5hBPh
z!n}oa{)UgowOKzG`=UmYx|Wq4lm5xjL_195Jr%hl<SX)ZB)A0BK931zf7gx#)tjDD
z4h$uos##{Q;+Y@I^hSvA9ThMVzuFC%u4qwS6UbBW7Pd-CXaodYZ&mbb(y&hy6z9v}
z-uPj3Bk~)L8M^kyaT^ibtJ0^Wp^0=TDw0r@59;6#3H-J}w~IQCLTvY_3)^;?T`?01
zb{YoWyxb2z(?@K?#-gIR;P2r0E~EwP3LZjCtc2@l5avCEe!85b{f2-_C5Joo>+1Y)
z{?B7k8HIzxggt_>$cBSH)H9%#)CvLrh1-js51vG9L5mA-dBR^S-9~ao_tA__rOzuD
zYLQ)3dy&ud_FBkOi2Ru9y^rOXdnwKv8~b6%8KZK#;uxWe4+!T$h@KKNH~%6%f_^O9
zf`(2&on&w)%-N@KC+rj-bv+UT`M8i~6M~FNV{JAa7x+RTbbsIm4ycz5)?Mn@;=*~K
z$*s)MXSz9feF_DN$*{p;+M}lQ?Uv{cAezIJgt}Nm+#ulJJ7Uf)uT}2i`LnM+ZR0-^
z$3r&NdCaN{UfEkhwOro8KSj4^LRuv7t2}@CXJh*(JU?gGiV7=7kN0$;RcrR^8cn`N
zg!5`d->w=%D7vst;BDKwIgD6o?=9&bsje$j#mF4Dh(jM~|3DhOcT={Irmp>BeRwga
zn56iMS8N)ZXn$^=o~&T_h}PLTHx>sXHwy;#4YVg;N~aY9{)Hd>_*<uwaHQ1;ZmOU>
zU?5&gi<f}^WADFb-uNB@iZw!RDI!@;Bm`9b6kMd}l*iy2{=Q5wjAWOsm*7fLUj&qm
z1G|Hb9k>%$v1wx0w|lSpx+Dq3qHyh8<a*Y~zv6|+&CAU$OvQ`J-_;v3v@;6MY9s|O
zOlca8xV)&j_lAs$uR~*MMDrq_c)^BWh!=lO88mz58mMWFxV&&qCc@#x(?jlA*Z3AF
zSdBz^;oc5QxyTW@C@hzyHh<dn>9E8nrmyC`UFXAXNI|F(oe3lzO|)0{s3&_33d22C
zAg&PbcUH^3a`!-(%o<6GVh9nmLK>QAkM7Q_dmJJP#^h3oKba_lvt>-#+x*GOt5Nt~
zBedA1*tVcS;qe1W`NjB~Qs^U{iwB9mynJWFk8RdGKkDz-uAdAuwD_?r$KNp-nvj#J
zq@#(pIhos((=r>l|Htkh7oGH7w&yRqva8=};4QH>iO{8qw0WQuC6PNSHzzzXRunjR
z5Qi*{nD0nK6YaC9^B77_3`!i1%E~FAN{6}m*~4WLG5g-fuYK^rTXx|}K_f{qkN6RO
z6QqAKG|_%t1w0&jcW8EA>%4;O!K8pgkB1hPneyeDPagDqjil&L|72*Q{ndBAvv4$0
z>J<+Tq)}~mduRK`5t+9@yGycRJ4PF}GUM47AmZrIQ!C505ho9w3!+1F6FJe)a!2K4
z1^Gh?Xz|;o9J3%P2Ju#uh9=rwvy_}bh0npcL$Zre*fKw-U@&TLMmsj=T8$*dcC1C{
z0Nb(tNu3ejh#DjZTv4O%M8_gGr&tsQ1^IcwaGs7d+f9lWc+Qp-{a{zrsNXDfJVdZ)
zhf)pj*%Bcx8cFJFb(>$ru?KX)=l|E*6|+Va1Yrfi!a{7s!a_la8a<MW(G;Q<T1XN-
z<qA>ABe{FIJagfWeUF&r^(h4Zg7_0+b)`kj-w?r0(<oL7;>??!w>xk4&T!alrkLEf
zJ2P*0XLfhSbz5CDg9)s-`dl0@o+QatAEtPok{rQM$w3j^cJEcX3B^c3e5f&J$QSSI
zefe+?4n&#AxvY@W7}cYJ)SOJ{G$`{$4n}Y?nUGyOAG9WLRb#5#imyTFNeFEzAki!n
zfjZe-VXVyi#XHn9VB`iHduQT+FP0rtj7&f7j9Tet4c60kaT&-nSL%nCO)1xT9u<!q
zy;h7x>m(^iAZjPeU8oR@in$LHB;CqT$Amc-;~T*vai?zEy1*0dB*i3;P>Xo=!bH?f
z`=+;AYd`}Nw;58QSj8!F`Rlq2Fcf!=w`vjn@$%_8N1k#ZL4Ii_a=tM?f=9yYlDh&H
zYY@ZC6h~>YgX@u}Np-3kNG+pyB=~h@#|j)o+mB6_#D#ls3H6DM4!sA^)ruj}Yo$Ir
z5UA+4la?*bZbiPhoVC`3HeHmZObgFMZeCNwYy^*lzgEISP51%`jfn)%fRrupEer5l
zICgA0ht1}*6VKtI0~0XGRKYJVetL2E1nyWdVJ6{U#mYfb6vP#nko~(__75&hT2mk1
zJ9kF0+kN?UcL0g_n8?i=>fHz)39T3BC{4SyY%8ln^=~x8cPI>OI{P1Y{+vE_>~2Zm
zw)GqCQum=TOSFv`!7ripXBa^SowaVVQq%#5ZbTdHS@|WXz){ZG&z!v~9tj(m)2gtr
zPn(vw>gx*NDjtb@MSX#4xPV))-;l`kWqGG<0c6E97V_*(iA)!<y}S<rWW_TM^2}Ut
z%-(h(fJ|fdc*a4VovzC<2lk&fyPmTz#Uqg?kEG|BNNJkRiw68GZ~*aIg{^qT#IEX^
ze%E`FI27CC84p`&Tgfwkt$4=6R{H)A<JQZ1=(}Ezqv`sbG&Y(ryi3u6fh!(4@FRoQ
zs~T4l4S*{i2_6XUq!8$fGjw{^dTC}oYi}o0mR?~3myqwcgv_IV`GcZy?ptHF4imBm
zfk00y+wR9{t?~HbqvnIBC~$X2<akjf1VUa+<YuV|I(lwJSz?9>F5cnRwX$p^6Xrer
z$~rEC*x2Ojkluo_u%DAjW`6}FXZyVX(Se0z#Vng`?7MS!*kAJ;H(R@F1do(fAV_6V
zam(3TMZnLf25fAiIXHXgli1w+B+uVnL)0mYe#7Wt>+=@&3-sz$%~&ifCr`5RJ$`Ar
mS8;i?e;e6uuWXyR=(RH#S{A%m1RB^`98~d+DE)WrV(KpeSD|qL

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/output_dask.txt b/src/Delete_before_submission/output_dask.txt
new file mode 100644
index 0000000000000000000000000000000000000000..adec5a110466c9c4be9ae3e8403aad2a29b49e7f
GIT binary patch
literal 184904
zcmdU&Yp)*1ap#}c0rDLV@<w!!rLH8UzzGn`HtehudoAq-ixqIdyJ+zilCne_`Rcn{
zzxlJ+Gt<>GJ$+{SIf5XG96mhHf2ykMUe*8a|9*LTae99G^XcK~)#=UYiT(QV>Ed+r
z^v&t+yC<*h`D=S}-~Rh&`?ELpH!e<pJpJ<Y>(k$!{^s<R{r;K#{Wqs?-~as|?Dx;@
z$;Igh`zd_G<I_Lb?_Qt2v(LP=f7ZY0=J3<Mw!eSZzWd?n-thnL?5EtY?|WfCi=Y3>
z{)9i(x81kTJhgu=?BBb?Cw_MN$KmH(*t1{Tw?4JcUY!2!^rb!j=JYT2_xR}`d|<!&
z#{T??ebYDgcc0kLe|Y+DhLulzXa9X{zkh9i#wU4`Z{B0#`ybe|oA&9q_S1P+e$w;d
z+de*hdb&M4<B4c;cc21PhlZfzAKvE8>3jP>pL=A#dT!r+<Mj9Tjj!zcUk^X!@9p>B
z8D;(1&))xx{ojyxePjPVvhTk;@cA2iuNU_2l85+>@7Vi(G<sv+>#k9#{I33q%YokF
z#%p_X{~Ook&2F7OIo%1~Y>L}a!&Bskv+>$~{ZIBUQuO9@X%u~J|K&7&XHTBnuhS=Q
z3^MTa{S)K~nSWrP{3nyIS0;IqGETvZfj9izOZ)Xpdjf}^+t2?e`*-Qje|GvmyHl9=
zdTl5;mq-cd9u`i<t<x8$&qma&q0N}K_l>T1hjS*{UJfVb(!SN7&nYRXT&Bv!fcfI|
z*VBKU_CH%&=<}&*j*mz5$=`2GjeAB3bRtrA-}Ddq=yH&NSN10_2MI$PBN6cBshuzV
zoul9KiAnEE`@V;R20>SICR|F<x*$S#$NJ<Gqr$BT9pGT;t;RHYV&^QK!J7j$WZ7Pu
z28CYV8WsM|J|)}mkEajqpT9G{%WnLOeL~-K&twaW@GJXXsQAi0adG;<sLFfXJbi6{
z_M?5`x2NBq{=@z>Y4{K9b1#h2f3i>9w@+LQ(uqEJZqF|UT1>x#pUWH0k$y0oR^IPx
z`x#iWyY_Qm4EFnC_<n3*(g4^RY!y~ppMPLzIgi2t&A+!l=O?`wDCM7fWWUFfz8I(^
zuYmWP{(R9$c#gEw|8v0j%KrO}c^<ztpW`?7U%ZfS%n!jTe`jxq?)%0pJM_nbzcRFL
zr+zR#@d@54ma(bDx*YiWe2@@+J(j8a_7mhYxZiYRQBPbA{n$UlUr28hzX!g?*xQ&Q
z9lr;Be`;KpmPlvxdcDmTGYyDm=GtWZHts<{Bk8~gW-o6J(vI(eRltM2@$UbA;{V}2
zZ};~x+-F_)4?iDiH+<%#J*Mx7wbOZhW1c2f_J;lYGy5-}ThmtfyXXnmV4V8<_75H>
z^m|}``h#f-_mkb9c5mIagVWk+ig%(203Stu?Bf9`8q<F==Pzj@ydC%RE=-Hb%NC{N
z`~Tkl<`eUm_;zf=#p&Pdr{P`57eAN&b#FcWAN$0q``o;l<hQ$p!x}3tK@;CF5Avho
zlXySaCf@Ry{mbXkDC5un%zme+;UkmfkL~Z>wkJq{&NWd7oKI2$)$kLY>i0}epp@*1
zD9$IaKJw_Nf1ijWp;f$x4Fn_DK+I3~Pw@l^dbao(KW+Y<|7iT=z2Nr?qlw2lPP62Z
zh{_)uWj`FKtKUP7kA{Er`wRPZ{DkOh{u!S9+`bb#{+9s*R7R^{*WV1-?%B_~9IPuI
zll%=%<v$xWKOVmM6T^)k&wHR>B+r-jw_n(=AB=2*e?R~KI79PM^OLK-1M<W>JT?yU
z24fn`IiPnyzV%Ou-f*SvGgn2AcMN)beK>%B2|wWKvw??jEqV{U$vTWR?|QZO_}KKp
z4a1BrCQ9aP$C$4V?TLb+JQ9<9r0b9R_B+&Q9a$#c;kx6-GZnS*z_Al$)YnI@v4_$v
z%6BM#@%_6~s)+Bq0`0HQTYPSs0*~=ti1hksb9@SEL#M2A1?hKV`p+dEJMdwnPQ)LX
zYDp~IRdnJfgNKCdxQ}u9K3120m)}DE486&l;Wxz=_fBB{Yc16Dz4%*KdoQv%yqDre
zB6qa?rM<z}ubp!T6p<Hmp11gPI1!hoK_41dz>d$abAA1hi~j3&>yyFH&iUW=<SJ70
zshv&fAR;8PIFX#=krGX`;miNl)ewI%_?1L>oKI}+^_Gm!jCxorJV~^Qv}VdtUU&3F
zh3J*!jg3zwk%_XHudg{DZkePLkxbFMM^7$Wb%mH8*TrklJFI!fX!H-8w9Lmr4Ef0w
zZPRU|{1<}^A^XagQGIm(A=WzA$u42%IRz;mUzV0UD{vlr`nhovt5l2ox=8uwRtLRd
zl5+p_pJx44Rfx_dvEucxOCbJiknziRR*5`TDVDlkxRs{?_gVzlCf9Lp;VNFh7iLrC
zZPiKk^@*jZNsHcOnw8&pYjPs*i(ZhqoJ*ItP(JeO;l<S`e|tEaOS#Euba=hByQE(E
z8dU;P4px58*z+mnb6U7l%4N24r~D?03{(GuDlnccpUWHiG?JVe3zo<0SBYzv-U#0K
z8+jkmo^KLo()Z`ho#8ZjcaAzL@Tg;N`g7BJ=eKtyzEDTGVcLc23)yk1NYp+4In!yp
z!}W-QOYcG_7E#ZbGjy4dA&unhj%oGl%b8CG|NG~|i6OW0qrKOw0$(o7TW@)jJ}2f=
zlN<S2i8J4toYCnPpBbvB*ZF-u%_MDHDU%mTu2LRCBzw0_U$?wrY_;~*ah}sl{8F_z
zK1Z#VXI~$)q!r+mq|a^75piIjck#Sbod^9%qkfAeb8i{@Y{+7cwKW#V^T%Yty`v>M
zKdl-sw#ECun^(KmJyCetq6y-^wf~#kG3||q!0B1DL#>*i&%4|*N~>~OrwQ6@Y99^F
zyHEwF)dVpr$z8c~qmL%Im3aqf0^W=ch@al+Cu^-ZRPXR~$Q3Mk1J_%dk-tXPer{Z$
zcE21WT=#cTRy%n%$eOyKe~Oa!#Vi(eznWYRy=#~6r<{Im=ZUT;ywjiFn|cOo$~U^*
z;|St9N2=5%$b_Z{A$6&dO?WZ%-_lth@##9-*v~9xRgTv!Y<kD2O5L8d>ftev@mCK`
z%JkCbpl%a-P{w`PKQ&%qqvQ=S8$_L(PWngI9gI)@)}-^N_eNj5<JX_<eaQPL%cxjF
z{mP1C$#5;dWt;EULn?2-^On>hde`zo>WeD(iMIKEz1{`Sf;Uj!Q9d7i)^E+zP**!P
z>!&7*w@nk`1A4Autl{0Wt?MiK)PB-+jSue(IZD-zu*}rL_#K|c8#{}i{N(t?#D;7$
z=Zmbq`tiy=ZP?@1zK#5hU8Qd$&Vcbo<iE%ubDliIQtr@etyuJk7Tv!{e&C->b0BYf
zYKS}8iR0b&&8_ez<BAv>u%zjZjj8@(^kV}<ns=d|di$L%UCUrG>lAZ-ExV9QKTn7<
zHT}wzsVcjwP~mso8*F-9o!Yx&AjUE7MeBnD9RzRi()e|vNez~LyKN#YSa4=+n2U-|
z;l9#4@1xVyD>GO~NpFgj(I`L1pL=I?+=+0pt9@U>BY*#q$q_T&-xhe)=553pU<u8g
zfn!K^sXn{!d0xUoPH3$E)@&qI^Z1RIbsm|t$d@Z)Q!n5=p849ez$>F%blT|LjJ{(T
zS*f#S2^rOP^g#(pFUkIR@IsYw_?_Wln&Ro{-%VRGM-kD8*tZ9bu#H4FOjMFNMbeRY
zo<z9lGwXv(6;a3K{oo~B7bfq0aIq=qhS_+svSjy46#%*kw<G$r@VClRPX32Eb-W<v
zvLmjwVcCA-K6}?kftSekk;fsLi$)oW^;wxRpP7FMukgLeHAj@Wu+MDgQVV6&p{X5M
zbZFu`#)#VNTP$s5>fExE&lw}uC+q&DNi+LX%Gvi`xTqX5QE}H|^@p}GML8BW0PIPx
z*y~)P7j_F>$%H|Pcd?90!b(-le70LpmauqtHN0DzuWhw(@p~*GQrtV9Y~PbxTcul`
zBwd5+F<F~jZ>11fQRIhu1Ly2F_J7|2z@DI(T79e<wJWg62l$oggh#`v^Zg#lXUS1A
z#~0ILS?agzP_~uG4}NVst*COy`aZA<B9+7(8``~(ALUse_gB{Zs6M!uv6jwqT<d;R
z+iBQ#K9!M?->Do1nkC|2YlM|^ohK#z1s>?cRIn;9I-?PyUYz^*T?eNs586P7wx<KF
zM5`X!0$R!XOed*+XJ;^)G(ii{p>@2M#S}gsO<gBgpNIiW>iJeR%=e`%QLC5C%OiD}
zk7T`%cMOH#8-7)J3sE1v^ttg%dTHIW>Jd56V~@>q+LZi+9$2WBNtV|#?ws`=KEbE&
zd@ApFcwmw6_d^~!%Bt|`9#TYaI@ScshF=n4fkM5opsnTEO}EiSCw|{bNy*-ln?$N>
zHFXb4k-H!lrtPAyZC|PSF(NAU;T?#el6T4x5tr&0JuE-@lpE%OAk$!>e}!FiRCU?G
zM|BXbS&EJOa1kv<R>M(76hq3}@|dxnEz7y~im<boSTB~Pyp|h#)AFE7Sp>yXB_zJ5
z!ZjsbANX%<@rhCO(BEXaktuaavgwwM#geKRRSy}uZ4!jeygr%$Dk)c&q<USKM>aT@
z-~36gOL$U}EOmRa$rvqwuJR5k?Ox@XcEdg$I``O)%04(UMSIuy;&W3*u1sUBE7)>)
z+xlkse;&QmoR0i&fv=24J-3SS$ihM;^%;~rh#C|*O>$g3DdD;^WMk>wV>c3grtnzz
zJaAUo_8gtnRt=luU7{NOU07{NooanCnq1D~Z@P+>Res7d>TBD7+AL6vy2L#YQ3ILA
z>M@0S;Gq(Q#-B#R5uQFimiIWtIzX}@Up=OKjkM&SDRJuy(=?v1TaG`ONa};gCv820
zxR%*$<y)-F%9Nt(RQu07i=ImnI;anoh%7yCAT0#)91+y%gDCCvVrwJ5RS8k#C$wWM
za|}IHSCNTjAwNgcC%GTZlQJGSrY=ocwa7Qt9SoO4WW${e5l7iNAtdFU-lb~C^bMeT
z+TcyjN7W*~jfNgFtev8Hwk<p~%ZIPPuc*4O$6@<U=O{a^x-mC&_zfxeeD@5!_rB?V
zB}X1pv5o7oq;A3GIV~dCnmqg7Cz$W8p`dDX)WqKwqqcn|u^t&`$t^=1QDWQnJSBD5
z(EoKAU1F?Qmhv-N^Q2Y+$v7vQzhpb;*EkQtdh155XHPD3zX5rs`zG_;xIrA^I)x}*
z-D_#<nP;TfI!i5~)XhSrs2@&EeT^|qrzo{!f-Znkq}PwC?Dc}GQ?yta=BkPQu$g77
zpW8Xwld@Pg?472_luvgFp!a||CfRXeB08n(<FO%yo>Bgf4z#`~HJ_d+mr&-~5^Ntf
z;iKL^r@efjWhz2PwB#7yYm4#kz4MQxmGU_M97r{jGDhnBrZQfG8Vc=w{@3WMUh*+&
z_cn81NOiV3A9K#;Phy$Y&iV2gLTcvRCohceNmegHNLFl)u*QFDLkLCCNn`q<pU?@*
zNa>=8zf<T-*>r5}{QaQ!8ZEs8c8s*7g<@>$RE%g}hYinlN=0F#o~ynW@_MD5-YuhL
zo+GNk8-HevmUO6+E6Qof^aEY$_w2t>-xpPvHu;R}3+qU=AtplVUU77a`dT68EQxiz
zvsU(zUC4?X^OKHeN;M=p3CriF6z{H45<5wyV;;5V)FV3|b88J*n>2z9>iHd<OBS5I
z8Ek4#x@qSpxo5QEV>=gY>3C^+Jf|JF`f`;x?1mxIO`l9u#l9}qJ=VNyT#c!{E^nMc
z=@`w1<KyDrk};Rx6H{>CsrPl9#Lwy;rlN-CBgaCgE*y_}983B!l*G0uZqSVs<6AG$
zG=4Yi6zLassy;Dqw@n)Jzr`D`(GsNS7%~W0z0wx1xbhdvSq)8VaG_y18~8O~W5eK>
zVsy%VG)(jFJ43hZzfvX9CYDsU&9lke>G7fI$h`OVNSet<0L??&>z|_%XZq?p=tWej
zJgxYi?i}FW!tvzxn7@v;H(uX=+rP7KP4dXfB}$_0i1XQHU5f2{)6Q>oT+=7;wy#D`
z{vJL7o(mn4@m#g;X|2&?HJ@45b-MelW`>C#<+fZ%n+FOqVmNgata(ybL6>_u>$Xei
zsH3fWQuv^Gw04vx2AOAL$-AQCRG-41VuCNPoiRz#%G>xHtxKJ{A&ArJy}k3`#1p95
zdfy)%ev!O^WsTSWbl?j>H;>J@Lrh(1_Xdxi>L}6}d-ULS`&-Hjm9$E(6W3&si6c>w
zUQFEqpqkM$^Zckp`Uxs|_;4ZjfR8)j#Aay5nyzg)(UNy7(RZDiOb6CsWAdks(=oNz
zu#pRpRO0I}Z$sa$cNUcV7%12;zrh|!<*0Rbw0}hzBKi==`L_A#;r-~7Y(pE%>l#g&
zAXtl)E(UqU!nAR_9a)_uQfH$wIM+F`ZJTPC+<O4+I@LZOPRV+9P20QY$YP32k;R``
zL&o<(wHm)>@BJ}L5eOMjKfTM=PE@GjT}+{zit99!fB(~nGNB~2tkcoNqp^(VbgFr>
zMoV(z*tVsUp?naV6ni7%WUOU&uZk{yr**oCr%UJds>tFqRfCL3X`8PvS?Xyoh`X_5
zR9n|FyXT^$viI(t#u-!2cW*C%OfK2`rHrXKO6H|sUXr;z-Os$9myD&mMyKVUSvwQt
zC6Tpui_z*i$2M;ruV!MFv@%q{S|EGQ>*J$0@(5&j*R=9g(dAm1C+l>h>tWrSx(eNL
zYV)K98P=>tE9c)BOI3a@@+a#!<tf)_W&Lz|w)!IE*4K2F*D~W*;dLJO@?@EY<n8$f
zpQ^@l&cEX*?t)Acp3B;~FGoS8S(|q4438y^`%EG%MMlEQS%!*q+Lk9wdPZ#YipeWj
zvl>vUKQesM^%Fsrw<j-s2g^FmZkgR{JFBsFT+<?)R4naMgdv%SX8n9T@|$&eaG{Ie
zUVpaLUs<D>&+JY0E}6Zx>gi`j!M;efAz@kW=>DYZp(iq=iMfn*5ASN|@>9O<;js<i
zql!~Oyr`&5a<<JX<kaTLn(UEB@m}5f8e9J};<tOI`efbt=q-i1-O_!6^%D#wbIu*-
zOA!%rPPET~ih+8G*(6);`?{KB=Juz?9|fuWm8o9L`)@d3`FGUNFsA(4nIZd4yf&@9
ztal<(vH8%j<~pPXYy6pYtYoZ~b1rnx)71yPTQpBQGO`;r^~t{Z0_-uJjwxEhv)<AX
z#(C+<WxN2i__AGg-o{d|Ki%86p$0wfty|ZKRN8y`g~Sxdp?W2KI{`kw<`+5TOf@cV
z%WBg<Z6}A?If$7ISnm|WzB}i)ayOTWHGPAQ^UBO}l-aZIk7~IhIZdCXP7`bkIFnV8
z{NXoH)1OnWhL*7`tWl1BEGV}gIWZ3ze@D)*>5~}!Ix=FXnmCvqh&CJ2ij16EnvfZv
zSxuGByB|ak{Ombr<Fh!WU;LSM`sr5P8tvQ{S=wN;?qiX2XrWmfXO%4-b9O%Gkxs0m
z;{Wlt)o?NY%o<<W^_q48lsEh1@v)83ak>_+!5V*N85z;$M}vh>9FkM2uYUp_RX98@
z`oZFlc#cE6Mspn!(_zZ9SSPO0$~*gzHO<UV=|wJsuI3s9bNxWZY07myS;r)gWIUnB
zuVuGhS><_(k?+7-wP0-P;e$`g^fA}V+%fZ4IVvHW(xCK>`jnrJIpy@X)+wj$4bV!P
zPD^_{d(sLY%yaL{o5EBb?ME+l63XjP?`@hzjJVk|t|2Pb#!+sRelg6DjAtdM_{w>`
zbxyaQQ*GEDpHlimmu7Uu*>yzqXJqX}kdgPgp7-{TsYraIn`ytduIo~_bx+HRt<*%8
zZ?V%mZi&Dp4ZY5h_e0i906@uTM`^6@raCc}n`H^0<BQzDc&jUvq<@JGU_|8cTz)&w
z_+8d;l69Hx54fH<b^n37nAn^4Vz?oYo2JO6vO!>~nZ(1Ml^X4Sn9?$#qpSUL&{8!r
zP_K!mvf3g8?1!Dp0FeoMF6LClFT2y#FGG*|^to>@lJ3WH&UxP6!O>=o@W$ro@Xa(+
zL!Q61`*&a6&NTkxp<_ri8gGB{nX}$=t7S|`k*wqO!K8k~+H7tfSH>r==5&_nME^)l
ztjo8MZPT}Ht6;{smoRB-s`_5g$JzifKZ(NBi%y!la$6@<uiouaFU>$lnZ}qJQ!d8-
zz!JrjIrf=PeUe+W&|q^7>pYC(>M4>Mw0x$F4X=+Fsf2Cpvql_lrD2SG2`80FPG>@z
zcBw|l_RVyck>TknPwROW_A#RQebXzqfLz*aukJN{Y=0Kv#b0#ZFGu4wGO&c#`}!QO
z=f1I2wOIR{Yi(A7>(KP&!2QH^szv0RUl%C4@6B9G6utef&fyd#Yw9(vX!n-#Mt!)g
zjkwS%#i4k2-1n=kp|J+)b+YTa*F~#7IuS&*R<|FOd}_O1|F!9p{BQB3EdA6)YqM;<
zbTa)wU}BetY%JP%x+Ta@UoQ@Nl(ofz<-CaP=G80$@qzjnTz|zDOxwPEdwFETdc`ze
zwXMtiK%IV+oJZ0+IkC;}hl`x<G&Av?S%4Sjlj!atqQ`S%q$fnS9-5KU#cQfX*~d08
z9fr5ZrZ%?BbDEP!a=tS`_JXKd8{4=6SMh~Br@1#8bGnZv1gZM?u1oAs*4pF8RF8zS
zoQf2uv2jkBCp>#R<#X~I%-Fc=r30a*x^e4q^*Fi0B|l|cIhw~lF-Q9##Alh>Vd61q
zW=Y;sB^oQ&2Pai%?Vojj;m^ZqU`KAOS^C&Ha=)rv*2`XxoEf-uLtLt?C5oL>;<&TI
zXRT6nxQwlrmAGYALfBl&#`lkvbB=xRQR~rJC5wkQ0M%ZZg{VW>=d6MfpQ`pe^rD?=
z<6}xir=TAi_5F<Txb-jTvmW`c+vX_|O<XVTVWV^|*Zns<QjfEb%W3*n<(f{<KIe{_
zpx3wPj^*Ym&_z<-$2NkfmTSEbsq>&e*SI5zsXH=556oj3*GlngrhmRC&+`6fo=m@Q
zj7J^dKbT!nA4%LXvUh%?j3?c3C7Z0?NUUBD*)HKCCcj~vr0R!nAN7;E7TR;hh3W%c
zJk;>UGNjGvmzG`OrtX)+fA^E3yw0m9B{cN5lT{&~g1jGvtJJYl!bLumj1)BTNiX7u
zxEisqPKq&+nUIczQa+=Sy5P=@PWhe7!P7+Y9t^Th4oW`gw<d8t`ff|q^X@^#4`X~f
zmGMsPKAct0Xhb`xR+hS4W4C)WCAw)7fldNZ7!{s<HT^c7;r+kT7h^;vZ@4A9z7>;Z
z$&S(#ThVx?CTZ0gWId!wceT{a_qO^C`Ib06iRBv~hWJVz160CFQ-6kb``JZeCAab(
zYw#pS#dM6iHrAt<HVw5+qP!1BmHFpJnLd*p5p}SGiiqJB+K4ILq?h*80$aQW`nU0A
z#`)Xpfh+mNYjY-TvP3_^RJQdb=AJw&`7Poe_6@(7jn(^|xGj2s*#gcRcQQRT-zD$d
z)%&$rk}Wbsx0`a;(|#DAblHzO)Z?Z+)02p2WYkp?<4=9&#&yA-m}2jxgo%1dLUb-1
z%B9e)q>bzQ;n*U<?7|_=be*^-iu%*-IYHt%ZZ^aFUq-ZNrZSQfGR&N8&NLa+{phmg
zTywJ@wn1J7GgUpRvk^V;43+!yx`ocMCIXm`Wb4m!Lt46JsLe)fp;pZ%Z`WNt(0B)#
zQ_N#B{KQvh%LtHHMg!uf!Z)I_d!~aP4;=in{ccYg%kPHJlSsyx)5l)8g*d0TsM`sT
zu@hT-XeyaxZ#*LFp@+1^<i34p%KvHeQ(aa&pSX|hv(BPNHSuSV1tfHghDhG)5bK`l
z(P*&a<owoY1MW67xz7c)BHH-0t7tagN0YSQ-uf@+lD2L@72>`h2Kq$Oi#~E(%d#+*
zmr@N5nxvaOUyUSKca)-w!9(o<+qEB}vZX2^LJuf2n|6~hL92O%C#S#cjIS(3F~yjf
z*A`4=*qNM^Trr=3e-`Iu+c>(Ne&AEoGp<Q!!!CIktQ#n~jqaR$)(kotVvbXrOUOjL
zu|FFl-xKe4zAM)Lv&o`*EH6*LA1WH<s!uPTt2=OA*It-TZqX}SrI6f>DpBhhw_b>J
zANcj55f)NiMc0K!-s^|1MWdDG75i{Z`)}BrLe=mHJliw?8>W=iB5OlWLDB?sy@Va6
z?`dwq<8K^W@F<hyUQJ|=$W#y=&^N%`OK!VMSaNjvleovU<W10#NiI2Ip>l~|QA?j3
zLH;DBVHuNlNyytO;ei9KQoRii+#=4zW~fsL$!5EgpSk-+vr=zuE5@9PJSowPnQt_c
zGyq;9osRg1)Sl<OybA5M;?kBsaw_y-k`KEMxQM&3c4V1f*gr(2^c23fDKvTu&POqj
zA#IOL+V)1WP41Z!AUaLDL4KXz?HboAB6*L$cdA44>fn;Rv+EQ7C4GK*`r3GizQw1H
zv}!-8r<+fmp&q5N4er(HpU)^)M6qay+RAfmN2WZBbwU0av=-UtCzhM@Obl6Rq)R!)
z=)7^qt$x-X8#7`Ia7p(gf$+)jYkEP6TuYjhiuvBSkXN?SICZGT!7b0Y3cY{IyV!}g
z(Dlzkxnhf551d5)>p0&I7Bk{=ADnnP2`Al8F_!&h&bgL&t9rE4jLB!biSyx6g~;)s
zKdFDP4UK0JE+%G<mn}u4j%#i1WnQH#MZm(noS~bZx5PPZLvTd+rsdwW9u(pp*Cf@d
zgyj5U9;{YZUxhl;DXJU?-Tghzm$H%0B|6EY-2!B>d!W%Y%@j@KJE8I0xD@+WB^g#e
z+xJu~S&-J;dX9%DF&^UcpPL0E?@oO6u;3*@ofeG~|E&@h{7Ur@yf#EnhlnMT<JS91
zV$Y$3248xPhRhRrg9ueCjbf=Qqau5O=DRoe+RrVo5}|3mvwj=LG$E;d%i8J_VQG_O
zV(O{P=}Al(ZrmYqBiF>~%5e}C>^tFr*E;tvm?TnFkvW?CcA{R|XO?_L?zx%2X^r(H
zyFR6lo|Ne0Id5ViP|+nruJF}>GSZ3s^d88xVH3ZaUIMZLUc+$e=G+8Zn}?li0p2mD
z8c~~SYu-mRrCN-ug=Qs=mvG^E{L<*9N?%+<Yqx1RjnGnMEUH{58s&D49TMzDCEjQ|
zg)vo2n0$5{O!rNmmUR@F>iFmDgf084`DbEOc=}j4_7(UUT*igY>Vb=TKe*ga8fyk@
zUZhW3wZk?^zh!#;#_3DbR7uyK>(tfP=-Tw=Hp=M!3g-TZJYt%}=Qx+wnkTVLt4g?x
zVs8n4X%PkIC*`y7-PI%fdhh_=yw4%k+qFCz$)Ds=E>EBgcsx?|e(uX5i;OK}=OLAy
zm`i)pXN(1}2<^;V2@x~C2-@d`{fep_e)gWI>L|oX8pqC$44=9eG<obBUB0#FJ<z?j
zSi`wTt_n{QDr!Q2nF^{+oV4C(sK!wvbTrZT@4E|v9=ShT-NEU>G=<KV+XpiI%%##B
za1K1$q2%2zQ07sHqeTm|p=s)$_>-J2-kH1JkI;eyYfy>}ryQa)f_hBtE{s+*Q@VhT
zCv&=Z1SESw)p74G<ysuNR~C;w-6$K$YYRQNJ!h)x{E5>;@`--+ljMD7$H)ucKc$R6
zDI-#jgTBGCb!v;UV#%d;k6iHo)K#gQ(AiRu{xs%O4=m~)r+QDf={lx8tv6XXs;Fb?
zNdMRLVYSF{S<6t*#a~b?=Q50^MMUfyB~-nSxJB$DzjBWXVi}DxyyH5#s?f1S6VJDK
z#naR7bSvS~)>!}3oIcbsbN@0vH8tM3f76^>s`Jv#qdQi}^<puJh|$eNRgqUi4YZ9;
z@jI08arSQ*3dgsG3Y~VmRH<Hx1l=E~r5H<k8;wxv^y_m1m0?uo0F8-HPbEw~;<I<Z
zqqn-pzK{}UHFGvaNw$jZwIF^l#2;ycsNP`-bq{&GGx+{f)LW7AGme*0VwCG*708|u
z&#lo-U3<AUgj##r(O4$YXxOebltjnG$2m^4dK+(J&!vP@yRD`;+4YR>$x&Tc%+iJ`
zrg;gKX2_<fUYq`5ha2ZMLe|3zAhVoHA2ZSH@J6q!-+<VPGuBBZ3d&cRQgEyj%b2k}
z*!H;Fs1^MdTg@F%WUuGwOH^J)+~d5Hhocr(LQLHA(*D8DKMtk07s^~K#Zoav%m(<l
zyMo$SoA<p%BjCH?z17k8{AiVPtVKJ{8u)H3wm3&xu8*8tCyP&%%-I@m3PC$j?S310
zcM;WEWps<y0w?*?G0rJxOJ}Iv)^Ee-cZ}k7&@aG^O?1N(d(a;r+0}MzTkI845VZr<
z3lcW=<;423haW=!Ce~im@#%rFAEHR&t=a$hwDv&BJ`{4YbJ~q@MrR_z7VG3`Rv`XN
z?1wO~!rApIw5D*$S8m~J{Eh9X$je{{k$gPLx5MNzyj=D$_uX0?Qw*-4ebb&D$(Tpn
z5hr`t1Ui23$;R2Q>y`-s<8;bxN;@)9RM&DE%CA2<lIARM8pbrlBP7F#<WVP$ba1<m
zwZ%Tr^M<y|(Ur4MJ?tvInscuDwBV)nChBCAdJ}WsbZ>1!b!JXC>^`18c0spI6XnOf
zQ~PHmo)5YGaUPw@A~_tdG2lIw^XYr*xf~CD>Z&3#e{;`p-Oc)e@jS>sPAg5Epg6-Z
zwFjjf`V<R0U)|T0?(elBo-;*8(z%59h!iQ$rrdhD>K&i!DFtdj6Cr^nYZGK;{=}Z&
z6kYt8ITogtkrXJQIpGpb;H17`pBm7VJ8u1!XH)jJ!&3~{U&$)fGJJRGn7A|IXe^qQ
zrsGKZ7m1~ph78#EcAnV|!ekw%n;K(`a^F7bx%A)-sN0ZDCUF-DciR#d&1I*iVwV3c
z&Rm2-+E=j_+f!m{un%sIqxKX}PgjgX8~XWnB**(DN@(_%Af|YUJ)aMfL1oLeAK5c#
z<URH3qD7|Ii?ejsWi*GpPP0-)l<!+ZNgj&XcD5wBf2ot0`<3mx3*vWJ$ES!j?PtOV
zd0}UeI47#Uwjyk$AU>vB++~g4#@W)Ajy1}$<qru=ob~RJ^K+GIl4zFD`Q)<h+8|>R
z;p}^c{f>*6);?)LzWK48oRlYvkhgNb>{l$EYmk!>z?Ny-M;wRsMMZxbSusB+>T^RY
zGD99wttY>!(zta+|Ec3QwroA=#>^hLh`oNae<My3QN|iJx1%*rVu^R_1|p<Obv67D
zage`tgmuG~Mt;OHN@6Xa86i(s>h*8sWlZliOh{SEAC5EEk^Hw}i~X)OY;1TUHX(1L
zZt}f%AmSIba8mViby1@|mbORs)EU}Bm1ci*0|nV&P%<M(MIxsAp8U>p3eY+JUO&b3
z>dTKu50gQ8GU%B7aFsS>EaM`^0oOXJo}AX6s%dmchDBCCqS@Z)UYXPr^`))Ac<wbb
z=zWm<>**`oQu*(v-`RBKugp^U1h1l<h(h~rcNq6Sx{UkOpd!R2i@rCFQirHxQ8m@0
z)g>%!>xi^ujpfci6VXNc1#7SzPZ#+THCXV2j-`w2-*u3d`iaS??ipLzTsHD2k+hIe
z@=WfsUwpjelDSMh^wgNpz>#*@S8|!Kr{0ln2})BKcr|$FY+8I>L=#7HIR|Q<ETfUu
zb2MICinAsA)<)KFB{^EI2oTSR4tr$3*HDe~H$<X+GKkBls6^JCxt?;a$!SL(pSpf>
zj^=|#snV5BXN+x6`{7hb-#OL@x(}-7El10ElnqQ(Cu$kgT*|xB`pK2HZNN$5C-$q<
zpz9@Ppp%>>P80F<m`PvaDbsDrS0!BiZ`4~tn5LiC@@f5KP4(C1bJ@@ONQ0^3_`srX
z=v2yl$JMzSZz2DT<d-}OojS-5w?=uS;#)ka2KnxTa*mb?$bPnZ4Vm|QYlC6Qr`c1_
zFC$X*htDt#Sk9MSSjKc;DrvrSynPi-C5-^L;3~O)ZU*C5ao=g{E~uEoqJwAjU7qMC
zA`?rcB<@#(GBsT=d0ev%hi<WD-Vchf@dU{)XDE80BDYDW%md>PQsmT&J(%OE#6%EM
zRD&j_ey(q7o_J-~rAD&sPh)Bv`~BK4%LW><xYVGzV>I5fzOM!Iw{}`+{{eMIRlj3u
z?CBBtH#q{&7_DL0mm{3hmlMlGzZ}`&yVe7sU6<V1v7~of5Ycro)z*6Qc+ebEMBV|A
zys(%%N8_Le9LjjlNsOXRM&{I@vUXw8nDYl+?;URIUf;exO@zk#A$2==>FgelLvsV#
zUK?|!O|$0~ktZ={)JsDZ%_(&rBy<7b56HrJAH}lWYdJk1Wv5tA()+u1Bf`@T-I_df
zt5;CZE9$<o!ONUFR&L27dL9ZJNClnE2ut(Sr3&ww2as!+SdN)YO<BaHY&0F6d-l-g
zQo{_VV{ut#hJ-3z6ve44XKGilXRS{nL`nNPB6d)ct-wm+fyW&r>R4<=l5;o4CTcmd
zyyr_^7SH)i)ai0z6mPR(u?ER;LP2>L4~%lThQu#z<5@id)e4DIo(vIq>6WIwy-wFQ
zt{2JRD5CV4^tkI7{_ne$KIaRbg=3LV{;hfCaeo%QKS#<kF&nZ>C+eR}QrRR^%0;wE
zYm7gq3O*l5UR&)cVWB@f{Vqn<x{sqCnXLTUjKQ%sjLmNN8tPSh7IKO6+?Jh*eYTuS
zUzjaIr`$6f<qSxyA9CGV^8~Gr9`%z<ltS+8OOp&uP34-6pS!2DMi`(1)`;$&(oU9r
zwb~qo=ktF%pukd7ZNNU#Q~s+Fw%Gn0jZRtf7~L-iUE^B-V-6lEMZU@8E2EaO*3VA=
zF<2?pbI*ea{WnJRN23yvR>^~C<zP-(p3LRzJY88i3eD!q*Me943MqdT-YU~NH&OCm
z!J|AY_m`se#yh8Fvua|k)(+U5SJ<sJRI2ll$EP1s)2`{RzDT-T@x@kj2_LbT{O9%l
zq<*Nz{^3$I)-GS$IVnp=hJU;bVJT{Djp%c0DUCp8k{MvMV(QnVuBPs9??-2XS)Ynz
zs}Cwwu<n`vNdGVOBFCiL+tC|TlVUHj)nmxxeP~HlFHw$&72E7SjB?N^&zg|>Cu1t+
zT#8TM)UV3_R^qLHUqXg&HKw6|;z$~9L8x0j#<X*Ud(teXtGN2cwvu269vO!d-LRHZ
zx}{IW$YOmk<=q^|e7`ey)#CC0X^^+)gWNkNPAPVPJPzD@V2JlaQnHsZ5^XU4gXsv(
zuk`RpOGsoJ*KJRmceRZ}nr=(dJm(L#vh8lDXd44jUQ89$lbM4iSLA#3Q~Wo_B`Ix@
z;4Qd_ckAW?;`nv>ENzis_`nJG`w!HAMvhcFmGO7xG-8A2hjs#mVq5=b{5}!y$i+e@
z->p~6yIkkabxnyrIaMQE_;{+HCFxET5^bB0;u`YwA6ky#SgNtrLpeBU$8nZv&PR~2
zL%Ri0d_p36vC~Xm@mOD@rE<vvNo)2vevb$d{1YO@UhMR7-?N0OO=qeKEBg99TgYdO
z%6o%cSJ7?8NsRc`il?4R%7^{yJNwJb(D|+0(YKQD&ePMNClS9ii=1@8@m$h2#}uuc
zCy$Y)oZTPuuD0nsAfB1-T`k2Wu@0G@mRMf%&qSzn8+QH8F?(8$2+yq{!`wfol4HSw
z%j&Ori_{=$d607@e-dFy714X<(Q~UzTs3OP5_2}f;u8z<gO+AZ_RZi#SY$VsJE2=q
z)KY|qp2*oPWx^TjyZGnka!~UmeV1z*=HGql#&=Z2^~F~EnB(V3ghaOk)|}?nYIKf;
zlNe#~+2@!i$Ld-9HN`XTuecrf=g@O$mDpGd<<vkz6ba+gy&AegLG~AmXneZH`}kwa
z)QT{sbB>VOH~qx;!^>M7+BIH17Io{egOg6qT!MOF(AJqTJ<8Rp*3(pyA2MF_2l%D{
z*EQ5*)vbBgWasVZ6FH60Hu2A2({m+0l~9efu}kqe@vt$-t%Ku<PZc+Lh#K261~Faz
zyK=rMYmjz5rB6h3YMuJn$~SeFes3qtbN6ew;%``!rxLZ;zfP^ir5m4J*%cy8burc6
zo*L(Hu8J&G5y-Fz8&y%=c*d>@?P*b8g6frfa&(PyV|?U7*^)K4FEO5DIGOO!KZ8Ay
zkEYG%O#QKsge+d_=2)WIo+zma={B~v?<EcmNf$t>-2U6>Q^!*-#-wcp>quf>tWD-)
zB=x(^T6Z|a9FEYS9gwJ{Zut18?MIQi>_&U9XMElxYWN+rt|#&6A{&Q<w`Ilau@Ebx
z8_Rua+?c#)S9L@YP)Gx^O&e;E2a9(?!lAa_y=_!c-5!lc5A~0MCyQ+E>4U_SkzLI@
zrz430(Vo^cMx+XlXO)+0U#+@j3$MI>GOo&{KI&9UDNi)d@3E$$6C<e6M={k@k0-wO
z+y|Zq{aM0wIn>GNwjS$+$c`P4)+-vdxlX!VM43H&@rZsPB6@;;WBRcFK+~F2YDRP;
z|8+D<ES*r&A^zilmaYPM#Sy9=-1M2A`B{i{NDoBn>{;8;@7&tkTS|LSJbppT)=x3!
zy-Zir7C9dEjg9v)s4|3ojHIYFKN;iZ1m>9VTkxWo3S(yyh`2fG#o*V)sP^_>a#ZyG
z;lW6&Mkq>~zH4-O{+XCI<aY2FoHk^?ekgG2c<G^ACPi@LQ;)qtgT6KHMH6eh@7^9n
z&NF6o$*Ja+Q23a<C$=o(Y~Ozz#~EI)Pt{N~f?FK0l=e4r>q*r05P#29p5o6$ShT5E
zGcEWCn(L!`GuPqZj&jcNw@nennl?hD+4F>m44L<nrq4&`F~Sz>p((Z)fBLSZ%e9Lu
z-#$WJ<0I>uiKQq0`BMz_^!Z}Ym5u@5^r`)G4th{e8S5tUH~B942-&`yCUZ{JoiI2+
zgeXqz;bG=Tly|PFzO_nkj6X+0#DqN?d$n=bPJ1P#7K`qRz7ABG?hjyRDd%Zy+2R`o
zIPZJfTWk`3&wP6p);8_VdN5?b*$5n+D)_snEJuh`A4rHI9872&ivznTkFjQ}SdIRT
zC0B3Z9dUdn;*)0~xl0B=&2uU-ZH`ByJ{8q-m$sW7FE4&`oBLz*%^=}WsXPaAwDfT6
zM5>BVZvs!mEk1dyB;$V(AEK}60dO4<p*fyk>J|BuVZk$vFzjok*wLx!5%oQ!y{EMn
zoDKhb#)91a=>8s_D3X$LYd-tUlbkx#B5L(Wu37RYQ!KuBl}<Qy9h6WUM-k|Ow5F<c
zIRkYhXTU*TKUEAL4jn3Q1Fk^VJ$0_~C1?zn6MO-x88@tt^!ad0Y}}#3E{;8QTZ{x8
z^bgUY81>2Yp@(b!<SCS6?mmco4}L<#&F--W+=El9T*}j=2CmKl=Cd9fs$9GDpb`}@
zO&laDm2V_RBY}#4#y-;8llU~|(hL`fSiU!!JRK}!`R*lhB`sKDeVt=rV~jHJi8AzK
zy)k6;tVI0U*L#RDsmnC!<7G_9Tw4~dmS_BYvRmR=qE$p6db^M1nfBBP3%WVcFv5eq
zKN62uzY?Bh`Y=!3f~S^ObT8rG2+xw&ceDki7gqL@lTIfP_c^k=E8^49XvlGkF3(T@
zY1GjT<>x>`v|YQYfqObzq@`8^lH-(b!EQC;O14|DjU)C$!E&rlR<5791Gcn~y<Y28
zJQ@$t(T$PJkWcsfaPL`d1i!sx+mFRY*B01nEAOpwUaZlR-c1o6c$6JYf4bipyPeq<
zJxSj+M&fsNuT2>t)3J8d$t!t5R1&9WQ%_<vs<B<Z)601A#5w!XrqqKHqp7J?>D^-9
zuTf_Hx5%blj4XBH6MsU~H@!O#9mEYq)F0XTfi;Ueyx`rO4<%YGqt@Sw=tWHgigC`U
zsoxv=sN)HfR#}=;tSs47*4;y-<4hZ3B;^s!#`;QrEq`Nat9{F9DA7Ekr#3aFKRM4S
zkUxN(TdLS1Gp%|v&NHU>PN(3ONwIQLYgpRkYYTTY<(5#EyOECa1rl8}2Yw`vV%?G6
zK4I}KjoPJ|J`qW8tHiANZDTZkgZop{j@&Ef`;P7wtV;Z*H99f>3~x`)pGlZ|lbo40
zQ{zce#U5|rkF)Xnc94{DspAGoTASURYvR(`$*Gb*DdYM4oeuZ&9!b&u=PTkF5dhlf
zzGXS%tr+|3oCt?oS@aFk6;oty+Y}+eK4D?$wOy*U^^slWI8#=E*n{XbrqA)GoZUD?
z()3+1K`Nj2NdeFC{8H5bEB@HdwzjJ?t>rf&$8<XWl*{8!c0xUnY{)M~i#;&;JqBZ3
z%lYZ!QE}@UIpMLVDtzap6?tmqY1m1pS#IxSRnD57Ue^Jq`lGRJ^40iNEcM5qMs~M~
zmv9rUB~PJ@>3EF=COD}sDQ=M@%T=1v>48Tx=fXp5Thg8_XOEhOJdsqvArhgh=6lnT
zcpTFzr}x&zGIKNr(L&uMUk(vAS;!d6zS&SLDOm-+FHuCE*>b<n@i<g*xj$q+i1O9z
z%zSOa9MdT0ejHWg-fI5jrR6t2eNUS-8RA}R`BWc=LYon4bDn$q&|`WiYOkG3IgTRo
z$KVCA&C=eWeLZ>Pa(r&+(#I<--@4v<^G0058-G8xT3swJ48u#)a#RrF6B7TlT>5LC
zOfl&GSTqV%i_+9Y>zreZdy2s0O5cOCM28lMWc#h?;?_k^K!Fbb@x4UQEkYD^ekAnc
zsmisEg^e`R_q$5`pHqdrF6ZPNT0>|Q(X!`1on5@6@t+bs5mEV`d*+z1K%DJfnd32@
zDOyd(djBa?6Pk*DYv+z?+%v;Y1rh(M<Vm#1en}EaNXckW+i*$}MG!$8gDrm}o`6kT
zIn>3hF2lrm^<3wl(p_6G2TdB^4ve2U*99dC)oRiuq^c`UqkQ`MpA391)nNDSo6PCN
zNlDa{Z<2q?BeU2Z<(zBx*z)h5BGh)W^_oYkr;xwPx)jp+&pFAllhfu--BPwI|F#;+
z<r^V*l7IV{ayrTRXCjW`C+}-R%IAV<trG3Z`<HcgTX&%6RA1+@_CVzHTdrF4JiY3Z
zj}Xe6!=A(&_IvW1TPx#}f_|s7N&V9$-*?aK2DH*QVt11k#21&{J5JBU=e&$a6Q~a?
zde)sA3HP44vQke-372p85w3n+A!R(OeEj^q-gS?8&u)j3mrzE<&R~3Iw+7b(mEZ4h
zl$39mCUwt!Yp0PpKWec1%hYyMM1kr@-5<?1S)w;q`|}h%D4#}^5C2g+{_3WkTm7Rg
zdJCUJxt$m-=Y@Q(vi?2hWa1MF&M$^oKf)P#NPVa$OjFG404hz0;IrkvP0X>{h$h(?
zw~tiY>-+EG9-^9W&p$JzM8cz+;~v==W$S?VD4vUN<c;V@sKc{&wkG12&Y*Uumbz<t
z$PJrNZkP=u3v*5!n&9!;XKBuM-^_bSb~U^1xghdXbaZe_-1+2JKDuM7lj9!pqe#(r
zpt<cU*^T2P1>z=r1K$q#t#OZE6L+7Bd(6U;D|Spw7$JLjp8TI&gl?x=N83_4-R94L
z7F*&xUB`61oY9S-zKM0en0W!&DX%7!-aofy`IA^jFug`J>Kuhu+_Fv1xFlySvY-3K
zSbF7^a;t(LDlb60v9+HBY}8iwll~l)o|I^%`wRB>)3@QEheXub9|;|*bD1miiA)Aa
z#<x&9rn3C(o&U?_hf3;Ls?~?2DorFk`|iPwrH8tvPm?`0J=v!_poB#kTaSg6^`Re$
zJ*s7&C6|qM4HYA!6WOV>+(&Ulg@tLFr?wGkoZIGm=;)+gMn4SN(dm^wol6zDqCA&=
zHG0MP(BaB@ra#Z|aH{v_U;4gO=Sh28uLu9My&b=48~>nI+*6R-)|w~CJM{8ttrTG@
ztB5{WrWoI{cTF)yBp;<_q6?j-x8KW0i4iGk7}soi)vhBvc$WC)z8xpVLacr~ZQO%P
zI>{w0Mip(?yt-EM?{ukVevFPIO(>Iti!{>yb~omhZsGFjmK;gz{=d?;?pKzdxo;;!
zQ&CP6JZ+@LV_(nHt3$*4rO8fXe<DA(6(^OHND^b5WSD%0q13I`jwFsAN=Ve{DgQ0@
zOIneXVyP06+e3Z{9sP;v@LY!4Cm~A|A-eXP=3Rz}3E_>;X(2;=N}Y{+qKbV5ZVru5
zjdyjGH~b=l`%eGGczka9JT)=ol&*F4-*CHK@{V+;Tb-?sIiPb~n!7Ja^%5pUlODH4
zGPJMfxP(R72ztP%LzL?DZIsEg;XGMFqv@&q6H^*ptzRV8%=vdF86vtR9(isyhHNg~
zh`#-HPh{KaMMsJ@w@>B2gio@(uMf$zFS`-2s!40oVME=-ZLe%BTV0rCAiu=a3ukpo
zLARQ*j&41ROeruOnEFEKhLpcl69u%%e@W7EH24ej6!;XQcag@lIT}sM1`@?-7sjK3
zV+lEZx3Rywx9&>c>C#0fw{jN5c)m?}S%V!dPhcW5cZ?>jmn7y6pbea(E{DcCj}$SF
z0+L6Df^+}Wdc4nvggBtzen_ICxyB)LTifr7Rd!8S?|DQ~2f89ggI}mD7PScUGPlk~
z93m#zj;8Dx<+P!O3x{-`sVUzxc`4b3T>rH{iD<(uLPwota!*rQ>PduyYO-*MF4$1w
zdm<3x5vqUt&p(vBkeq91VerYutD=P;^4!jREJ^!T*dm&#hAW#6y`GzIq6rMBrcASZ
zkx0__wq49z-GA>D;c*a4rhC-Bvn>}s?>?S4SASY;U-!*&zaGw<q$*9SxuvB;jdMBw
zbAC^CP?P6zt|`KqpVQp3#h+Qj$(aQwQI%qNzvp}%DR*>C&tyq==~K%Zc^N6W9&J~8
zW*+IK={a(m_<f~K%6+k6vClKjx=uH7IBhxPHYhr%(TJ)y<Y$_FY`KiJKUqV`##!W$
z=*H*Oa#YCCz8)zSVtz{f6qB*m76ddkmV?cwvL-Ly=|tuUUfNH<XDr)Z@~Qn!iqA=U
z3`uXP-=#3`s3Q0K;qadQ@KIqNYjdW*WLp%IXikP$F5d1C`D@2XrtYChwr8pr>7PS}
zme96oq85D)=XKhrIeXdll6OJIxEJ@?OGjT3GO3Pd{GNE5aBE#E))31Y2waLXTr1|<
z2b~ymMbuliZ~14I5&6D%aZ<N6qpKd7htK}ysh306=;Pre=h9Y#xrJtT-ksyAtmSlL
z!&Z)}=ETPF(=y%I6NB%yhDsgW`^$Z*0l6K4Gtzi#IWzjJ;&;xar{;-MD#E1fEE#?x
z#^?6`(hOA_?_&NgBl4X?cqMKXh(dB?RAh;MTlg2Bhh=1nKimp<Jv~B3EJW8*3$hlP
zd2WPEJRUrjG^QEn5DU=<nflA|j<h9t?0MkL-!^SU{kDyV+bN|RgX9zaV03z5l!|kF
zt=eiUCUWU6S6D%K7fBTTJ#@PC;2VCpJn^)LCfDdps2$-m<a){@>7|V{+JE1NI^#*M
zoGur}sXpfm4U=+6Uh9r-8>Keb3zMeu&_Jb|PkUiO)2V-5{dDC$KKtJMRJI~1nuJ?V
zZ033_KWIWlVr|wo{#(mvM4xo#h`ztKD0YgA>^l)+ZqZ^ps&nYR@OE5Yqe{5Oc>I+2
z($StDTl3u5pA^6Alpe8-$Ujr&oO;9_ThvL9W_(v8`QkqMS@$k`Pewv@PM#65<8Lb_
zFGWmOm86*4WxjdVe@U+U@l8`?sp`7SIeaIlm!IrfNseUuwb_Rh9Z{|E*qhlWDu7?w
zC)8Op_8T1o|F6+LwHV1oOcD8pU9vqwq%2{oATd7{OL?v-*KtHSE#5FkHmyHK2#%!<
zo;x`v;tggD&VfKS!V!=)j65IWog;aHuk5wp`<4&(>RDXFJC-Zdfpvyd^VB4opP~JD
zl+POI$y`pM4AH!HqEPcfR_J-szVZDKl_tTai0IAn?1J~C=2->lm*X^x@2${|3ePmA
zZ3fHxYFlv8b?jPGnp;oi)X{x>KMWNP>KWr2am=f>xP6XBcePK^;JM2;MSiJ|Us}DF
z2pMVm!LWgk8kSdYsLYhNjJMD&@}IyyN2*Twgp<q_ojYt{(3ZeuY;9DG?a34y*;%xc
zYWGhJ)mx+6Gou<9W1hBAsum6U>3B4GrHv<Z+Nj<*y{{_g-CECjn@+FOq3CmEV#X+A
zzU?bTezKB>R(}gy>sH*749&4nl_u|@u9=t``%3W}(=Dn|snYlIz2}NO`T4sO#d&{t
ziuY^nyNy<r(r52ckZo44iO&s1IYfEPd&)_UBi&$tg^f{=&x?62E44Mch)~FOU}OKY
zfPyZ9V^NT2SD!T7*FQ1o7}vNXx$S|-dy<$DeslVRA=93f=cljDF8pp4<G$S&Iqz=S
z+19C|#(BgYeWebi7>jrHtYK;8T^v>CSbX0!F{pU=JCklUo@ws{+#7Q<lCL&fRZA~2
zE^rRHqQ4Dq44*Bov5+m>v(7oE7}nh@E6d*gzB3&;4)3ev9<>L9CmTl{$Jz+&cj}-_
zolJPpk*pkz#$(kri`9Cr;#%39JLqVyo-Rqr(bDQuzx2dhnukn2gZkw1om@xSa_u4@
zpD{;-UZ!7%QyzEiwDK&r$8(;kdniJts*1<dxl~haJ(gzP*G4>#mj1Tree8SZTu!5;
zb(VY}W?ZMafs(eb@y*cm$~|c+;_=8s#b?KsF6TFTp`pUfxu4(5Gk$|ye&j*#Nv{{f
zY#p^g=J`C@QYC5JAF2EBsDP8zTc%-4zO%%2VlSrua)dgC#LLJY^AzKZR=J~Z-@PCu
zd~|l<>AE!1-OlW(az>?o@jNpXYoxlf5L1qRVxki&Q`*mizT&g&u8n1`2S+&%oCvSu
z#Ypzmp7c_)r|91B|L@+*Kb3GraMK(6L^GWMeBb-VQS2m^JH{J(*ERghKSLIvgcm<T
zz3bdsMC6O4#hz8G7oO9eCrhYgjmTL*Bb`vF7SU?o`Jyr^qJPn9t)AZAGa6@qmN02&
z&yp+=+w7_NOR_}H0NH1{>8WW2<_f0$7>=Sf65mQ4G#0gV?d=fmcy6f`QLJUl{Bm72
z)(*K$e=>9zI<>ZBm2yrmpEUZbJc{6?mAd$#&%SqclxaklnzB!+GU4()?HhLr?K{i0
zgp3>y77&}Pu0DJRG!u6m`D7+G`?;Ng`Rp_H6Dsa&6-(z49ZFVXj5e1wXc(U>QMW98
zTV+k#MsuA$rd))NZaC+38BKf=^LOxh@bP_{J`3O-(sA~;ol-G2A>q`GqYXT0?6KqY
z&JCYpjVRR0!7aEn^*hDo-6iM2q@Djv<EXEt<g@I1+TPkZpYn{366q^t93EKx6#tmo
z>3Jxl=>nu^-BY>PSsUf_;YLcgG3xVY4iPPTzH>%I?>W|GyT_@|HC=pia&418iB3Ie
zpwKyPWQ_38ZGxSHKbkpE{iigU(St_RlT}^udDb88B)%$CEsxiT;GvU@7?>)Vx;)~F
z0rY9Jv9X+uc_#mZOa?oJwHab;+jJiwR>ZZnc&a=)HJH9SY7MU@U5G;2x<zH0TryOq
zPtNl-kBsxgt9}CnH7@0I*iLZ0-pDiL^LI!Vo~(HpcZ>GP=K@r@p6~2ZMu&bW-z|!T
zXTJVVMn}BZ<7qj^q`IYgeU>^C*nTSgx@{|Nd=lp<bZ$I*xqKtdo)apLBb{M7B#2^_
zmyz$`9Z~dSmvzpbRmvQf?jHAg0Vft2;#@u+P%*m_NzcB!DI;9Ey+@YoJP4TM-DW>y
zsm%R{nkNxW((cfjS<AgGR*r~hP_Z=L@_qYPIy~anz7g~HCZ|*=y=Flb-Tl*bUvOVO
zO_AVrc{h|!d&xuIx5hoE2sI|OFdjp^#bRH7Ci;G41AP)(pkpP1d;st7xIPQ?7*;*@
z&T39*{u%E4!+*p2rY)q(21t`pT_1mDd{TtwLzA8yQ;o#N)ywJk`FYV@ZRyVv4rT5>
z9HNIDN6nKMYx=G+ZLt5^LzaBmF^v)~QCt6Q@uo^O#vje=d}`cEcSbpl=p%3ou&z^j
zVe&2~Jmo)_bhGn^2;jG-4P$Dxc~~*0m#D>g_MLKd$YM#!&sEKnC1h|?^FnV<Us;@o
zUS>x@nP&Zvx%}56>m_IErInxYi=j{Rq0x?v4=3eWLDqVq(|m?>Y7IK}pKu$LYZ1>u
z*YG+1%wO%~VfmS|_;2?A=k~M5_Xb{A{59?_yD*#Z$Ufr{Bfr0A5t^dmi^1C_2Kv$d
z)jxMmzqWtAJpICue`f#x)cz$)`Cq5MJ^ju5H}N-$wSUdY$v;!`ZtMd>I_SN)IlMoy
zCViLOukpm<2kuOYvBnh5anwAi!AjIlF8976zG)m&#{;v=IX*Jdc_&5<;`lS$@!@B)
zwfS@VSEz+P#|nMoZ>^zR{+T+gug!<KIkA`#vdD{xZAy+Ke^P^t8#0MP@V>}2!E3Y?
zxqNDS5z7Ab^Ugf1_B})B9WR;>QqJtIaWz7_Z?A9-O|=X0rb(jDvU8U7J8f-J#229@
z11(N&%k9KcvIQ-DGTe2iyEf_4(GJ`QWq%29nyS*2tOzzFLU=x|3!(C~bO^@y&c|m?
zH&RHiD_u`p`JCtc@+W!SnkO~VIG$j=`K|^t-?bd^d*96>bx5J)O*=K@<Ef28)d*Wu
zN6RTxLq$GQhfSLikUrlCt%+9hr<y;(n|~eRrJt#<4jT9H-ZaUi;(_+@y{$_!%5?TQ
z(Rz-8%o_B*F8-T#ZPVFAp9OZ^pF}dcZ?D|Cj7~K;=<xjgsVZMgEnwmKlN_`58*S%&
zWEqI|TQSQrxfef0N>?oVJ*k;)M_S6hv>?@)%Bcw7_pFw*VS8?|a*mB2#&gq6lX^&^
z_C(K7LO<f<^KzFO_p5+{@qK7DeL?YOTDZGzANS2Cw_wx_^K;&cr|0JF!*{b~Q*_Ym
zv!>2eHi=BR>rYxJN1cQmfzXi$z<VGQ&Q{#M`4zVwbfeM}lKe+?T}>(ICw9+FZwmz<
z555lb6hz-SM)I(IW5S${iod;kEn#H-<j%nD^ZO5;BS`3+!~8$@x7&T(7B1r*PLW|Z
zxaT+LZT=+38h@q@8Pzw=3)7+Gg5oF!PsS<gncy5(?UPod+I7hWJo$!Gnt~4vbbh2n
zS8kEvG`+IyPL@wYN8g;5HJIbiw9ry{sGNGBI=9c|v0tPQ@wN8dYuG|PCLn&Coo6V=
z9aiV2o^G8?oTbM@7P%BpND|9uI+s;Wc?;dBSN|A9$Y??;`SUYTt4;DZXhBB|H`mho
z$@%W5R$8`FE=`Xl&N{VXFTXGC$c2G1N5>9}b}ajFRu$RYe{l-ptDYaDatPF3aw>u}
zK8HDlYM!j055;YMgGq#lda_fntUYS!x{fIIKBrr;a$I!B)PCnalyY25-P0$LW1?P?
z+l3nH#h+QH75(t3PNqI`@{_gLYGf_`%vNl*h}wC&jtF~BA38Av8-?*es5->F>>W*z
zQzk#^J<rrTUm8Yw=IA<p5m;2TMdW23Nk!p&G@w&=_I2Q`P<fVKetC2=cZ9XK&K+aD
zZ~6L?CFq-18Ka`kRYDc(su~@ee`fv63Kge-$o2YU@En)o>9`sc)dOnsQ1NGKX|;rC
z-@f8nMD#gp$22w6_yqQi3h-mm6+aFdcl^8Sm&blRcpF#-X*c|ka%V|zUFPW6s?6z(
zPeSib5=RAx*+oO<i#-96?DejUIW{oKPQ|?=`)&YRKdZW7m|h3}RYa}coTTHA=^1v5
zUk5zebuNu@^YnZ3(C7yE@AluQwu!~-tJ$Xb{)e4PGL&ym|7-Ah`Q5L=oYwwGQ_rEM
zb}vr9u}!vLTW9_s4F$d}^OwZzH|=abHKcgvQMWI*2>jCg+}qag`wPpZ)9L$5`!|+{
zI9|zpkD4ccHDum7>2L9s;pP?;rVM^-5<qVdkpyqDjGnG#vYPDkFQMO8T5|N$&Z}+6
zzcAVP)ips*luIRpns^P>zZhuWhw9T__YX$*<$PdR)$9JjuoL(<ra69f`rju#Pd)E(
zM7nne!W<_ZIQT!<rMrX8R9DUz^|<3v`L;UjY!}msOC7H@vL1itud{iA4-B~`@9{wR
z^%yhupFGLsa9)35?*{T3+|)bUW9eMOY{fn8nDhR)8svQUzM3$S7W}J-;(V3~cPtOn
zZ4b?Q*P*^;6@s~(v~wV)xBO^u`)#aaX~B!7Q@#!_ceEdk7jMHm^(EzV2_MhP)Z(6Y
zhiI;*^-Ur=r;Qxr`@+VQZa<f;w?~!gIm`I*SI853ci3L<u(xlRpV0WupecU8edW?-
z*uJuR2EKe}0XW;Wr(oah%{e!wQwvl4Qyuw7djt7r`qZ*b)ds~@sn_2d*F+-ZY?dD*
z-eNV6mXPrc&|{2v0cjtNJYPDk@Vb~DS+}0}D){YrJtVg1Q(DHKiKv@yupZ<0d|{0Y
z@XfhzvZu|VyOfM7UKPlg7a5}^WB01k-t67CG1nPj1<x2?yEQ+avYK&m>M=$7fl28$
z3x2GhM2v;~m}1<f1=<kSo}v^5j=ApE`4@KHAK5?T5%5FY8uI(v^EF38$NW_5)<4O$
zfMOQ9PLkgyNuY+7qV=1T-_>G2)=vUE`_;yj-zL9D+lUC^7U|u)=8$VFwtEq?j%m2f
z0+5lJ%45k>oZ6|_O2iVHW89+mBTE{8dmBP5JDleKV>+fDjN0=uKkNHalC$yJw5jGa
z#z>iQB&$fR{E_)8e|YyRP3*Pnsw41YW$8j2<KJ?o@-v_JuGK%u<+XG(>=-Y)Rr7})
zIgB%-Ytq8x0DZFiR+Hztf!ur~)mu&;`Q{^a0~n{0fStX0`ZtpiY9HUelal2~hQ7*U
zGbh5CZVnsE!WMewyBqgCVTxOGs=6lQ<WWI&o4ZU`s)NURUnRWA?bTv1v;?=o9BbQ3
z__tZ$qwO2>(CUVNG10p2<$i5vj(i6do&Ol*Ly_fmu^VOlSMzY0qBvG>fPAju+Rh@K
zsK<I25!Nlb?dS?ks*{ej?>;h2C*iTV?D0(vWBgkvymwdT++(0(iq_Tb7s>i6o|I+&
z!(f@ccVo@dAqRplcC6&8rZJ}K^@<{Md{7u2i*|VY&Ts#*(kkPR^`Ix+9ppKDd+V6K
zd*l{+yo1{Z@(j}$d5<^9^SgUSrIH%&M<UMO`wjNq#WmL_dIQ}Xn)2qJol;%;D|;)y
z#~lA-U85lVdrwm3$cd!c1UHuYme>TWxm481e*Bp{UVUuz6V|ELb2@_>PSEeUEv`b-
z92=u9V{f51n2$b}PVd)OmX70fx%NCG8OQ+M##o|#!~3^p^|g2IH>ZEGO6YH@&f)R2
zmiLV8j!|#(nU0kP5R$!O!{r#`)(G%e?^Aihr-qeXS!0}AXnC}cER?S;@AJg|X+;@z
zTjd(K_DQa9L8<dZRkIDHrhz#>{4=hiw>^nbrhQ%7iI%EXvJG2!f3(jDRmok`H>LPv
zOj-I*h&kLFq8hI!`qXkB3!1j&v0^ESsojF!->2p+Zke3yyT@wo^>|m<)UHjvigijK
zn^F0bNeDW3EFGRvaokH7$x=ifS<LC0)0j&`gt7jt(NA=&&GISUF%7qJIX_SNliY)i
zKa*3?r&HPakJj=#anuFM$@jjT@jK*InJ-ORG-*=X&&90_$NIdy!w<t-jj`9u$AxKu
zW95TdqN1{C{8NuHK4Ure^HUdpCYO*nN5ziu6zy!yRgtYa+Q*4;E7IAH_xN7WXGYO!
z)xbB^OL~`dE!y*FdNMJN?~Uz}PG~z--2Qv456;Zb^gM0Rxm2=_)k`_PEinw6@Ot2*
zj`hfRJ?8Qr)k0*o?dGNEZ(;dzoy94qmwJrd>lb@;njKr~TtffVJ9|MkyEcm_ip#?~
zCI(tUeASvK6M0kY(N5{P2UPk@t*l(7>qKbVwuqPd*vh!k9dsogCF{pV87?{g79Lr6
zPF1<<?K4%xp|OV}?rhBj#PnCsEm^54^{+B50KVgqGdG3DKgL~eg~+OWmYvIeJ8X~)
zHq$VbF~wQ$9Yf1weGO15a+*s)JvBjjbe-ju*>dH0#~iPx<nguTSH|sqJWS|0w+DO6
zX4;z6M$aCnT-<#!^M$wMaEL1Q-WWX3g|RE^YBBKfr<}8mZ0^&k0bX{?>i@@hWFUTM
z`vb<(`P1=$m(YK8Ej?fmGZRi{`y-PT`g{2OG^>V&!#9|FIdgAwdp3>w@v)XpZ#aFw
zv2<;Tv61{^HMGzk+m+Je4b=ZNrn6=b=oum#Q`cV%y^r-NMQ^XN9MMB_yu@f{>X_Es
ze7NIj?3)_L7`NH;{rCIM?Ro4O;U_aKgZ``UX+*1W3;eN`GNNj|XAHKZZ8<Z&oc4Gw
zqFw?tEgfyYsL^HdXY$Ax+AZPTM%(yXB@tJT;)R7gCwDJR<4mu7`=4#Cg-1E4ybe?Q
zB&IVJyJ@a_3w6IZ+zN9)_E=lB>H+wDY}OSnzcH_EDg#@nd9?oLUR8W})miE2W72<2
zUCmb_$=W^qOM4r7eDr&La;=Wk<1MCkRk=P+U)wgH<0V6zMVUh!_reIbYhN^8{lpjY
zd~A;iF*W;8W7OA6u3uTa#0+IlU5{D6va`9hdl?!ZYdt`n*Fv{%FQZq6+tG7dP~)}7
zpULe7UDj^X##-ZQy{X(&e{7dT3HO$W^Y~77P%0`L)3*McF$0?Ozx_$h|1=*k%|F!B
zkvYDjr{mZrrT(}v9j~GXxWysQjnrs{_%k_WmoZ<p0(!I-E1{ofrM@!%!*`OFe2Kq3
J{mqGg|35XIhmZgO

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/output_memo.txt b/src/Delete_before_submission/output_memo.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af95729602baf9a0bcfe07a9659d393273aa810e
GIT binary patch
literal 271802
zcmdVDTdy9+k*>L}8`%GWcg=k<qIIw&H;e{kS?+eX53(q?F@pgJkrWR$NpbUFN#2;h
zJ~Q#u%TQKUMpkC!s;X}_1c_9!7Qgq4h>UYY{(t}P=U3ldy}0`O)wfr#uHIZdwckI!
zx^?y5)&G6<&ATVB?fGka^1%N4cl)z9_7k_RzPkGL)o-r;$JIaC@0b6)fAzDg_pg3#
z|K*=wTzz0~Ji2;ofA@pwGx)??_WN(Hp4mUI?f19seSYSns}Jp0e)3a$`qB_Qy?So{
zf((rFpZcHnf8f0}{nUF`AKNFrZ~yn&-g_{8tB3Y`5GIs=w7>D;^j*KTUvFLAzxwg&
zU#6dVV`yI3Grl!{^1^=i+}_N8o^Oy)ixzJtbi4~4UQU0zzr~XW_RXKKzVpbw$20pm
z|IB}}|KpqS<U6Cyl6L=d_Ko<2kBnY-jB3t@pBcAA`}HU98_hmm{M3iWfm>I<w9kBH
zpZ$*s19X0F-|Rbk_GZF%-#+1<QSUqZ2kCfYfAWpJ@vlZrIQcW<`E7fHZw6KG*`Mmy
zXZ91{*pvJ_!1X)!lW<-C^nQn*U41ek&VTBo9lisU;5$5dhaC>_jiAf(i3)u0{Cfz+
zM<$8ezXw!{e(HL>cz@!=E5i={Z>G}`V~#&Pr)%#!*TektchYljk{(X~J^N=*)aZ%w
zn_U<6$CJF=o6gJ|`|qpWamVz(9`27#?vQhE|6mkfqxQ{_Ycv<A9~){AKeto)&@`=1
zDO%>i)!#yy`S1pv&QDEi-!`Q8L!`HE4AKuwMx+g$viBx?p8ju6|K&;j$n^T10o{%d
zu{^2oPc*rX#D8GgMH25;`rg&|liWWsIYPh7^1rtKLvQlU@I96`3;prI<f}xwq|`1w
zPp<d9J~V1^Cgjawo$-Y@8{gXRUfcKLv@E#;uA6fvKAcX(y~+Fee!`y4_02~v`nT=Y
zCj+Me|6q9<<TG4HYCbe1(m~&t9(q!d^Y_im`XscOJyKo1b3MerFwD2j+r(GLM~=O)
zn<LZs=U6K|NwkWz<~N4>sh!amyPim5t$pc@_Li;1mzRGq*Y^1K#6Yj?yX|>G_x~n8
zH%Uiwa`f)e-!uF~Zx43;7W;c_`VRPOi65nRjP&0b@E@?bOUiTluNM=3Y=7%7CfkJU
z6aVG@Lu_4dl3gOo<P@Zc_P>X;d}=lWtJH`4=0vWan#|ocNqKPfzs%EoI%)b+yCAL0
z3`Q-EF12F$<T`c<#2-yE-i`oo8g8^=PXst-Q}L3QRtZn$I@JEf<PCwkE!j6KKlTfg
zSY&&Se3>2l@1z}-H&DKV4Cb?07Epe}x}`!g#^kDY(nsa0{!J8Fd9DG8o9Amwy)^ob
zJ}qo7nbh%<vi6POjejHZ-ekb{`zFG@pN6e}6Cx8u18>a3#*5>dkd-dK%?DGhV5y5@
zAFae*KG|E+sDRuyy-5C_??D}d%=^Cv-{qEl?~#1@S*PZMcUq1(%{lXO`esqQ_JQdD
zvi2p7$DZuXnGYua^_SC$p)&J>aphHoFSiEyvh=&J7v0xR%!j5?<fkOgJTW=@&hn+v
znYm@wd+daq^?g1pByC==QXZaMpYj`}R=^t@$!?HIj3jn%+4G!O;+N~V^1F;$9%N$q
zU9RJ!)uqq9WVb#0$5DIxo3-!ad7ZWg3S~bw4Y#Cl`&?0@jecrx8T-i206uAwF)WbR
zRmdX0v06F#kx1r7HD3Jv_y2BQEoytB9|z|kMk%hW*QxjaCZCwj!9(EmwCvE$_Nvt%
zg3R@3f{y|X9cRPme8H<Y<Mi-dI6r-wfIMV`YL2}0($3NZKQFukG=axFd!GK7e|w)9
zsI53u-{F}_+?qE47jCj&P5u{I`=xP(+V^^laMQnwvckF5c{t_!{yR$AFD6ekeH-_y
z$@S1Zb<cX{lsn*8I->AS_xz@@t=jucc?K(eQ*^{P*2fS>5TlXm85)ATJ{j_)6VwGj
z<V`l=JIg=6vOkSIpHUlo#y2CIuZpx=*z_HvZidm=p|n*;M6T4O)Ptfpj{Y9{1k|lT
z4~KdX)qxqEsZm~?ai*|Q-j(vqz7zc#Pfct5Xy5Ur{r4tUCFA&ril6xPcl$nMw3KC3
zEJ1`$R|>g0GF)rlGV=Xmo~(ONM@S{{0zRxdEWfe5kh}|Q^PVyodyM<)b-s(DK=&zR
ztLXIo(Kw~PYHZe?-z?_j-rtO>%Wac4Rru!`-aXr%z6@%qBblOeG~_4mYV35{W0|EP
zsh-j!L*DPd8{a-PiIi>Te33_1KU=*g3>`n(_pr3d*Xw(TwIbgLjX?&P^W+&8b*`5D
zi7OUy-Z9sH@jLsTEB7ywANW`Emyoyeo5bG5lIG<}(NstI-S+<`^NJW6u%_uoW2*SO
zF2Bb=jD9ce-!yT-R0Y{X?96%wOA{SsCO6ixIZbQmu+hxnFd3xz4ppeI+xI7%9#^Ms
z*~!%>+%nImZz2Wm$5@GWBOLQyu5)mpgWwHb8oy68>A@18%A6B11<H4RIeq>T3l^Li
z6()0{Q%K!#J73CE_`XTxtwJK-Gs-Yih1UM1(J5)_8h7@j$ntz7G|JEM=VVRkEG~QI
zM3p_Ib`6hmQr@kNw@)u<4HurrcCOV<(>gBVkVhupZ|%%I31w&$O`MHgL-WZbNt`%3
zPfK~GVm?Bda`H{Is$)?f-7=Q>+N9}~p_?OPj_so<tB{{GCgbuarM_blE}pVkLq-P#
zx@d{SC1#Xgu_jtWLOxH~hTj<;CJ~-p{b7pn@~FXSR8oXqQO6zI4eGsHCFz4njzBJS
zNE1@UlR5AFllSd}tW(Tu@s10df}N}3q8jfQW9pPLRe!RE>ys&BA{VR79vx3}N+Hc~
z;^zxqAZxJ%3-<@+3-C^yW3MB^|6%qR4+wu`j)j^sUFx4Kyay`uYgnM*2lkWOv3SoB
zUGKys(hF~^G+I`1sU5fY`0-|3AKAAdy1;Y2Z~FUjMkW6|IOo6LB15rXS?3tj+*mn$
zNAlluj``;k75MMBV2QuM8Wtqvwpo6rMwny3pN$Zmr7M|jgIDAqs04g&$e4$(RRl(H
z#n!P-De7f-0M8B2-we%H_Ak*8bMbr9YpXPoAysyY8G@L1V=)IdH<v*@S)-A6OvAgi
znb}dU#iwEokz(=rwECXhT2iRxEh(E#Cu1v4Jc~k}-J}M>Is13}m2;;P7uT)MvbI<*
zWLv(;7p4;)O{dQHUL;>?&QrI*Y`)0l7n_zp5x?|IdbajXUB<9S_;+{&Ul{GE_d&gf
zR@Fp5<k;|msa5A5FEyMs59a;JBD1w1!e7VcnJD+8YW|)4&Jq{2j6YL2z(p7MHm${^
zv2>Q>YWa7yZ$9T-$;;Z48ols_RT)&j^qRjJ+m9BWrN6@jWIbB|9_Yjbzp6nxqdgK;
z=Ssqe?a1X2ilNiiD5NP3>N!N_RI1SSbj8In!#UalTFLt4(^0=Ol*^q5_+Ok1{9{qW
zb8*bj=1-O~M1CjceVu0VKKr`U&Z3t0p{qjYJ5VBOIX%X_2uXO7Iq11A^YTbt=I640
zJtSq!qbGH~arXMMb+JU`-@5b_%AexN8Xi1Q`RJ+=$JB|vr0r<dHGw*oeR4HIGU~&W
zbXiBjd{Dazz(%NLB<%XGMVpd$>xiiF6PbI5iRSTNO??YQ5HB;YAj$O@=eDE6UvbXW
ze7vP@Tx!BCw5!Q9)mOJCt(f7Qn3#DR&b@cgJTwdUcB*USc^<aVfW6Ebd@$*^b&0A?
z_0;J^{7I#rTn{>X&-1oTe(+SWw36-L8<zDgDp+Qh@Z)kB<hzmTJ}Wz_nYK}iyc7N;
z6$7aBwdrp9doIU25J4sHyhIm8^#k~I#`z}~##uwA!9qV2+x6%YV5=Z?GTFOJ(hMy{
zM#@n}6hr!A=~&kUKdaEWrU}TvbNcR2beZR#sD*Pf*@u(t2zh0m$9}%BeQNK}-yZwE
zH6&;xkhrF#iwNHvNsqWS>OaO*t)o&;fVytKGl_a@5-zEVP@SU*J~j!0RyRizKqci_
zlT^2LdBnpcYp&gwPf8o9Cp8|bd+<AxC$s>%$~*3unAJ0UD7p>k1bu9O&bB*k656*m
zyG{DY#i~x6sG6jXyoWY={vtT_Yk8I$W#yCA>8KuV#ph(up_2MVVk;E!H>N<Y)k^F<
zso}y4$Cn}Mq=)>8z1iC4s?R&alK>t1Ub!-IKy&Y%eXr0no}>rm7{>Cac(O*pUT=q}
zr~KP{xEjAx$CRqJiFR>Ls5T><OI7^&<vVpm%703Ks1qQaM*Thfci#^98X9GZy{@&s
zSL+=5fQU+Do-vCkbPgUoDEz@ZCl%p2$7&-z&}ZHABNALz8jgsSi8qM>m-02I4}J!3
zE%W7i>JsnPBtKvEcb1>%{bOV~98q8Y$SB{I9>u!d0~gw{R`tUUQ(0R2-qbfsOO{iK
zzK%FDs#6J{-T5Xh#Jh98DVsnYW%+lPzEde%wRh@>;F{;ATK+qKyE<Byw9!`dQXkKs
z;DJPPw}uT*nLpPibtY4n)bhVEmW%o4m(;2~sUt!M^wey}Y=6l;J*neCn$%k^-znlC
zejZ&x>Qst%K9AwuPCxK!`)=yz#D}VPzbqxK_L)7Lb~$24KeZsT4BuMB>m9jdXml3X
zUGuG>!c*pV^b57K5PMURtcN;Y(!CH=*NA8z{Dhk<qi4NeTU^PX`Gj1WudSV%ed*hW
zn7Wx;i|vTx+(Zxm%Xd_}Y}1%-G}qkQ5c5qhftc<@Vk^mWZec`+%SbD@JkQ^%8?V`$
zwx7j(rGL}8pVP~8_NF1F^mzSP$z(Cl9(_hBX+2N2AVV6xhvS?qTi@Ack{z2ppFt+m
zO}>U4ZjMzPrW0n#D?GCnWoz&B(vb|QYfh|?a!0wQWS<QBl}uEQhnOjUvb0V3N@br1
z->V<t+|#dljG$opdx>y~hyO3BTJy^K_$}VGd|Ic|zNdu@40VDBc0TW$RV0t()|@P>
zI(X>L7H_?xK<1Dg%e79@QA(Dy6|dKEY6^UgDc`D~om1+gj`jF?RK;>b)f_E;5_?vj
zm|WwH*03VW`}!OBW>`2)m6K^r5`b=@yT>=-s}G&I9qxI6#-J`KI*zh-l3FOWuO?BB
z9H>y{+EVvvd|>mtWrtw=**bT!e&qT69O{WrsIB9Jj%dj_KKVe3JfxMD6Ro1+*+`Y8
znIlb<gyVR}Yp6vZbbd~$NN>iceNJ)xly)D~rIhY7&eR;W$8k&Pgco>}OLT4S^OMV;
zl6G3>J~npAed>BdPw}=pe4_HRma-R7H1?BQ^rI%bq#ybTov@A+ZB$aOe6svD^o5Mj
z(x*@6oUUo17+YH|YZ>eo74g7`7fNi*6RGEvy$SJ+9LR9#A(1VL=%i=TL3Ch7@3ioe
z*(5_8;l<x%_ByifbUj2hx3=#@kIxuVZH$YMx(8pLb2M3-+tDeC<+nvo{5aw=pK6hP
z<Zc0FKFTT~@evWyk|sT<<9FH^efQq_lt23ipx+YN@*GFh8%GB9=J#a97933K2^>Ke
ze}gvNv;&-q6I$`H`AKZ;dTDxmDS1Lway9;By*-bv%O`Dg#9_A$(M$8k&^63Yl=4O&
zlI}_^KV$4k4>H#=+7*M3i+@X<Ony&9L44#^Y>4dj(zJ~ex@bciT@q+MvV=^@!10*J
zv7R`JlIm4bHcEXQL<!W+V=o*WZR@cg4gJ0hb&jC@WcA1p^M6b?&^0lqB{3$x+npft
z?xAjZ%J``kw?Rt34)Hm5SsgKRT;d^?bxa4wa@m6m9mwg$^8y<?ksTS6P1w*o_Ftxc
zgwp3N`ZyU=wT%q#S2+stmq>M<=TUwKWIdIvKCDo&2N@a$G~e1yJ~=9<5WmL0hu)~`
z-*I{oH~VQNLP)m^aW~a`*NpRbj&|>!(e)Sw?Z=5&*2!XI=V}!y$%&Ha<F?*w`=WbF
zpx@)%(kJluT-qg%6t4x}iXQy9t8edWMoZ%8qebF+s1~2X*4Z7^!rJAIAK#)HTJJoL
zqV>5=vvp4CeZWebXCXjFY_44c>mKrT&_&a+(0|=Z2pydVZ4VjG^E{gmGS9M;PscK-
za-OO`xef*&eXnD@E%jpCUjn0g+laq=z4%MvM5pxKZuFs1@jSgko=o``_X*Z5*(K;l
zr<=UIHJyBk^9$u<EtHLBgOPgI?@zHLoh4)}<5&`H=)P6m(<`k-EFCRfLv~qIWQv38
z8lB>zDBJ3YFTFb^jxFi)iZi)KSUe<C{VzT9Ui5K{>7J6lZU0`_uy{S#B$*?ej=xch
z)70`LmH0YLSu?TY-D0)496LGYGsHjDMycwEYGT^Br`#lRInVSiPY+o(EX~;I8RIvz
zhtRYZ1LLK#hYQ^uc?0pM_MDp*9YNM7iA-~i+Llu1^jK)glyc8&J}c)5&oGvx7L`hD
zJtx>}HtiEkzNOrhwCpS<a$9nF*`w|6w0X*Aww6DQ%#k-g(=Wt^fUNDY!nM+`TT-Z`
zS?x)SX4H+S7WVlupd*(XYuJ{=#owX_q4e^aA0uSvS~H}GJWEe(DSV>PwjAFm)s!u8
zzK-Oq;@ZzqTt*W6JOj3Qo{5cGAklC=pQhY0R^rTx4Ec8Lgjug-T^HS`KBkWcp4PSA
zb&=JkQd&9%WMmMw#K4mKy?f!-@@nu`-NAI1^jEUR{DCn&L&b-Tz3Z8J9DIFV$KR{X
zYt>UdYKtpGRPN9Aj(w`H?j5_mz$Z8}h6EYsBd){XcXDe6dSNV@81p@uIz*q`M0=~P
zY3UqnwYNk+XL_XM0HI~wrb+fV-RDLaAfwv0Zqu%dE{ZnsYFpZbZa(x~-KJd^Srj4l
zM2#RL#@KGt&W$+ed;n*!O(R=4DuH7*O&xLREZ1$?^?6-JQh2uOQb<(IKb+oHOa#L7
z^or($JqE8;@Kw(m^WaA;2dK2EsK;{P2gII+xLwaVk7Jup9dET9^v|8=8;F+9VP;0w
zrjW;YJaTHmMUQaXqKS(!uUZ@)M+U`uEZQZ|$rET<w96oaZX*`$T>cV=_uGq0P!f;6
z*It}SJLUcReEM@Uk5~-sMvq3h1Tw{E>-L`r4b3QtOL@m04#&E?<(Uu>_Vk`neTimp
zdXUBW@isE;8EWY{(JcP<qGR0yC@Ia87BWd%&*`ML8-K=8$f%R`olX#(OEv9G$WK7K
zmzsEjTIljj^w2ey&NhG5?Y$mrGcQE%^qI(1|L^fk>gZyc%;j+`)@GZKwoI&_Sb9l5
z3hCBHHWq7xj2zgQXL9BlN%u3;Por+HRy2E^nsR)GTIYj!5YN4xL-sSvuVd$A6rpC4
zw@gETuqK%?iusv|Dw#-5o0eV!&-G&7cSseN+DUmr$|oh(Sb|%~sDaCyqU*~$SJo$p
zK&Z~X(TZREecD*5ysY)DpaJMxi8f)>YVkRLOS<x;2N~7yR{sS%>zIs>dDTKPN;S=0
zwX!Ull)Pi7LpYLO8q*|4JB|(MYtfC*g0ExRWgOdeGC<NZBeaa^-I77_1wFL`A&R~A
zoTo94@|`v^ZE^3nB-oyqYvrfsPvW0yBlJlLY>D3|MjluDTJT@l;!@x4j^-Yd&X~$=
z#MF5EVgP)Hm@YZ(VkG4|Eo^+6=loi^$THL3gChPmZCr}Zm;KGyWN;>HEcrv<;QfmN
zNgwuT?^uhr5E6Yuxpm(fJajyiv@5Ze)Qr)$kttW-s%?P3ybYLrAWJHi$ja}-J8fj%
z?ZpnX{LI#;+nH62Kd+Sco+oXTR04alR(x6ywMzQMPg=;Rk#EhDo=ZFYmnf@{&a2B7
z8^&TP^zg8Jr%gL;?rr&2^6aCXI6Y`%TiwRCJQvuu`Bs34e&<GT)O5w!wOtuR8{AY-
z(xJ!V#_z0Cj~oYD%%k6uQh0aq-&{&j&yzNuyrb)To5hJ{>e0V!xhb`LNxf3`;+k{|
zn@{6#3bbJ@rx%uk&ZLrFZ9P}+>rs5%#w2Y^l}el5wDnC>P23%wV}wVX<@0K`nsuP3
zhAmKRsbX74iAu;ML&*mzdDr`-O*!rQgO|EXVt#9n<2V}?T=)8RZ40JjJNIN#%R$!g
z*)%VgHrGVlJR2SJ9`yCFO`3VB`DUFQUp<>#p4_Fhjh<7ql`^(|O2N3c(MeoxBkIrh
zv`z#azh0+J8Qa8VqC<9da`PU2BFh;sm&-BCv5stEW^NAM;x`uS{Vn@3Bn^&zYjsUO
zH~*=1#6FADJ69ZSjfp9hBPs17lH9_k%*y-@Cn!m#fL&1J?xQVkSd<9o^6W&C8h@7-
zPPR$sr>P(3d6th{3%;p3tl1O)-L!B2p6MuU){5*P`oG7ADXBX~%hb2&nkk`U67}As
zrFvwbFZwNU$4}N};1iR8r3{eYU@PL1s`zDORY#~=>U-^USVxB*#TqTWGPGvtkx_pd
z%axZKL(qq<b51A15*@yo=HUG<h}>qnevD--*F7aa%b#kaWG^IntT_#_?cdoBczj*)
zI`-LW+vd09<h$fIJdgqPSnh@K^LslX^X*kmDSnN$a0^9AzX%05bSD${?6Cu?)XhXJ
z*vAq_`K0{RI7(VlLo?RiU7+1;>`=hZPhLc#5SU!znM-wg&24ClLZv)K6vCHQCTe+0
zM2yUl=-2o&TF6Q&mdNk~p`!M7X?x*(EB~G+uZCxShly`#SA~kb66_yf*WSNY;<SBf
z6Jdcye>7dmO_KbIJe@(8$JPgcmVRs;;zYgvX@@<sbmXn`HBPM|(wx+1?{4v7lltYU
zq@JxWCVK)UpPMW_zc}yE*q@mcJ($oS-SC$k^_P|^%^UsRbU6E*Zw9sGxBlK}^urCp
zgui#!FtN)L?Q~hrQU5_F{M$QU<mJ`pCQoQ8B<s@H=)XYXbM0|?d6#y8Qu5SGpT({4
zzBVSO!(6W`=W+KmE%j{D(%LoUmbc%w#6H=mR}y1!|5jV%{%-PI(~@JEo|>hrq2b*3
z<x8N$NR$_4Cgiupn20C)x_Ll!29<Q<XFrwpJzX)Cv|m#9T1#WsGKM|TNGvs_<a3W8
ze$euSeKf_qJsnucP~6v0ep=6yIwGV9`jB0D{mv)(_Ug;4KTK9Gws6FA`qVwDBsFZB
z%8IaI-Okwh8Y9E%##F=OR2&>j8P(OJ=|;q<j-UspcmR>4>%L%ZBu{rKer6K(@an6{
zA6FLgH%6^z#!D=4OtF3YGiv<QM!8bbl3&H|$Vor3lY#UJbD2jIcaPU><P)jU-8Cds
z!@i#I`Aw>P&&c~bL;lzvttg)OhFe!2+ONwfo(v|N+xE@9M6&33*kcF}okmN|Mr~0W
zJ&r!1bh?pSxJi~0Ouar19S>u<;%z<-6&-1^CFc}VEG3+5<fuf&mOa)N)S$uD$3Hs0
zj@SD5IgY7*>Rhsq_beRGl5<O*3DNPsm-<b}#A<?N8I>-zf#W)!bG}bfb9-3G|1vFA
zvxlm!2;G)!^%nVNr=M!@ioVwHoME3e!}T9#=g3b*5=6byW&1d)XvTeh6Abm}AFpnP
z7emh;c2_5E?#o9M+q*6lSzh(||H`scUxr*eLw3MG-nB30Is*~imA5mQiTHzeceF%<
z1e=j=Hj+F?c+Su}^lv~LB2g?acWlRcd6ZA3o#9Dr<v%tK&^b|_r!P%AGokXG#rWKY
z7t!ksgnn~+iSSPou2-|WmRy$f>+$i4?w1p#{%SO;_gfy1h3qQ!jObjO>R(SXPp142
z#>F>N)?9G`-6p(8txvbl@m9>?Qkr5bE1Iv{rC0_vb9>La4PF?|@9n=|8?ILtRn?;9
zGcXZ%_W8bi^W*gxT^juw{&<g0T|v|xsdea9@vrT7Pfenz8P#~V?@4%N+9~y|q%42B
zp=E6j!1cvBn26luao!wE^wIZY+E=P-ywi@azR4z{ROjNl?&;G{bxc3EGv4X~(r1v1
zIR}$x4%A1XoGkXxdvqg>KAIhi&j>MGd;*D$)qkTKlJq7W3Uubx>bCo8_8K-~2)OCD
zH!ZQ%JKDw9Q5wdUvra=|RB&>usZ%la@I>6*JL0KPkZw0+t$YUirP%>|Z2Fh+Cb0F`
z^zZF={4KFPpbz?tvqB6YN;+Pjh~0wqoO8|2a?uu=zMQz9xXwH(IcL1PSOU&NNqxw5
zjdD&t=^ody&pJ0A4@0Ze8A;dj3(IBDbzSq+&qCO@m02g_9GwUv;!^J~)eTswo77J!
zzn(`WO+szae`ETj{3)K)H8XLu^hu8|cMb>1*Mo`sLS<v&VY-R<5*+mDf#W&2)wZ%3
zL0!vk5n>Cbu3_1<n#L`qCq^R<tox~Tne$x^{ZZ+8xRw(lYc_v0YZTLTjb7>=O7Y=5
z$ACoE{gU%ADjTR-VxJ32nUEIBb2JMZ9q>rF4PHAj=BFa|Le7vqb%qkZ%C<9oKzso;
zOK&tjz3136kW#nkv99OH9vw99XQnxOm$wwBajU&f5S~3={U!MgW^CNe(t*%&OSK$3
zaK_0MF8L{QEx3$*Vve4J5T7Nt!^Do#%<T;e=TVY=YBI1X-l1QY4TqP_b+Wff6Z!pT
z;*6XbxITH8TXYXAQS6cuM-Px9*Liffj_oWf@pH2hc~s4wIBFrOA1|WaIrxaHbyhV+
zN1qvIRom>^D9_P)9{u;8hqGv>`G+|_FUd(|XLHWE^^ZNJz5DCq+#;LLdwcZI{^xKH
z8>MsEj`ykaDAL=fZ#<?GbsL?<HllOR9kcFUOJX*Qp6L3-_8IX3h<dqpj@Qk0GNijN
z4%l-BiL5bOMX0^Z>!j>P2M=>%Z_Lx@zmZ-VqfdErpq|vw_+CDGV#p;Qg{#)1Tf;>j
ziwy}-hiV&JQ1JWqq}4V|KA)kDTExF({j@FPCZN;SgnN^RfaK91&pd%{uV=Ca#QRCw
zR_ggSBl&%Ed_+p;Oy0!O##{-N(};FZtuA$Y?jNmT)BKxG0<{$?ll#t=Zqpg$_{gkC
zU(6BJyqFQovlSCvYw8v_;w)}O;}Le!sy#aF3~Bmw;@xq5tDL3W8}lczd^2&x*;B*{
zm0nM|L^_T4?13bon)`@)5~HG1T@~RTUvEslm%aw)>ef_iF1-ftpHSA7-8{8=>X_HC
zMVG^0X-l|;Hlh-p^wOSMAlkbHwIi<ibl^Pib{wu;#-SfiVqBVm>hnOi%Mv-qd~VjC
z#AxJM$!`(&uy0sk?he_@Kk!qpGe-r^pG2tW1LwTmH#uVGQ>{04J9V5h35P$4ariXG
zJX6J++Pt|Jb-+-5mzrdg2~{m4A<-817Z;-xn8<S{M0?Vv|8$`liGkDIH+$k(>S!jk
z<5SKw5!nIPiF=|b{Q{mu^6R-Aris2Wns|J|Igb(T*}D`WVorvW&6y?>7o#Z8LM#F0
zDK4MHC^WAlFM}PgXH?Z9BzT6(*?5j#Hl0X~OaU7-`Q76SMnveqW4#|)%Rb)G_oIrM
zQ_N#BYR<2WPM47>@`2#OPlazpW%td7KAt$p+{d0Ww)Cp;Pir0rlMC33o8T>ye?yiy
z3wztpEm0X2C?Z6U$j*=%Wr!ZwXQuq0?mz4E1^3m>B^n|Q&mU_?8*&_XAnsd>@a)-~
zHrVmrOzpl?2r(Mvt2ovE=a-Qg%^|^;)=t(jD_Zj|zOx!A8#7=0B)y#D^Y=tT{Us9Y
zlhBaqB!1CbFN=*JvN5AkaX)Ra1TU@k)1yz$(_`b=9DO7|Om#WN^*+V9wTy0ll{J7?
zFO4R65wCvY96kr$DHaqdVq*y&$9{<F7QKduGpt$>wRUy6v4>rg3{S8Au`|9{o4VYT
z6q64mMC3Tw>L+c$Gyr~n>{E|%bUXdhhKG42$>T!KgkpSVQ!mM9d=b@6mpFC*4YXz3
z&>Z=mcw?=&#&=~%{yu3Ib>;ujxW87bJB#P)#q04N&Ot==uy=;xEJT_Szd1C*uj%a@
zIEO~wS%<Dgqt&JZ&qIUtly*1*&oc8bU0c%t%mCtB+@B&A?)FZaV5ygwXdpUWTJTus
z%q@77|68-*<d=x)zBg@-PAYBpb+Bxu5L?#fSn$H|D|+eElii7FSm&BHJIhC|;ei9A
zQoRii+>%eoMsE6YkZj#AB^iHUG^=&8j$(}ITB8{g)@UYa0K7uF)9?-HHeB-ZI<(u0
zOE+!e!)mkM&A>&pjJ2aSz-=Am66oN2ZGJ!7u`fq4kRff4CNFhgB-`Yku6%L|Nl)c5
zP+Vb(<UQ6&a~)diM6Ag>yX@d!(&zW4%_rKre(8va-Z}MQdX%QUGRqy8qCiBk_>|2l
zwl&Hi_kf1z>ldJwuTR^f4-+opnS5(|bLJg%R5!g}z+(n~%e!ldD9~r|?F{VXJOd}u
zt>>)sZ!^b9&LGyd=it;`M2?fbtVoYBU2r_jR4I2X%+l6ra|Ryet{o3?KUp2_jpJEF
zr+xQp=Teih$cnlgS8I}@%wk<nQ$(jy^YxC%vvLuIxVQUwN#b_1box}IDbbKe8>fZ7
z#XM_Q<5xbHQ{tds{0w<k#?84z&Mlf&r!H^?8qH_qXd?drjX%bvy6+Onurlq`%9WF<
zTadAQa=Cj&PhzR*&9+0Gk@FPW>KYd90akw=TMDUfMsiH_d^{TM(8|%!sYh%ap&F%8
zEOj*+>Fz=55#$cA6@LrS5E+ipDCTn=4gLq-6Ez7kJrQL_BpLmXS1tTWjD;=WL?={$
z<4zPj-?G;xrhch)%O^D)Uhia@-ghys`HE~LkEvdMW_kiOavSGQ>bRf})3?Yp8;D*T
zt>{w$Wuz1Nv@?(qXMl`eBHawX^tofH8uPGAoy2#HsYYa?`VlnqPR2yF7}s{15i`Y-
zSi^<q@oU4R+EH958n<aBjX+n&BK{>Bm5~u!3Ai<Zcw_7o##F6g@@Zf&Juul?*HL6+
z<G(+hxH^x@cVbj{`dHlg8C=JO&N>5^SI^u}nrjAZ-hO($PQ@C{ko3>9IQ>$muD=d7
zqBplv<`X+fR1nAw#(vVi6QVJHR0&&0ahwDb1K$6s0|DKFwB$&s{8R5owxcRFcgp9U
z2At@@9KXY-)1~2&H2FYTUg;t-PE^icneB}yEXEPV7IBG4U26U`I!()N|GI3Jy03iV
zpTzfn{1aV>x72aY-CgXmhD%fhB3~q?No+Gq1m%+$)3OihJCm-zn!c{}tHlyfep=5H
z5J4fA8|Z`Y(Yx_rta}bEB6OZlRhA$^qsZR7kElyXj@5@0$<h9LFsG0vI^fSk(*&IH
zOYsV-ZQ<3ilA{_#zvLW^W}6%zi$*r$*YD(o?es`7+e2%5XH3h)@ppNyn7x%(NS#l4
zp;+IH?x2q886n}Wd;C+ny4JDW8ua30T9#Po=+Xorv*pycYbToxr@02hT8%!5kZ7A<
zyFP_B+V^&`5)F0`tLgoWe>7iXzMc7ZCdtTisg1Geaa`B3PVrAg*vLUhez0XVjvZ|k
z{5~Pc@j8;F_1jl=s94Cy(TuNd>Nv9lKDU=d;f_bKp89;Aukb3?V=bA9PhcrC_@a)e
zy<g^NZfSCzjgv3!A7~eE<R*?E%R%?jg=!8x4)gw$@2w|9{9=Bc{9+mR$*Yb}>|Q)$
zUl{dqRlM$5A4Z9b3?BE@MYq9G5u^WgsiR{%m7|W|Ddh^k7K~5LC&b3XOV^3;j*iJY
zh5?^;1V^5G_4ug7fka_b>Bo9x^uUsF{yo-lOpXCB{*%GneXndWdxy8`{L8VB<)HRK
zR+_qf`M1VA$obSyA2z$)F6hB0lUulBXrg*|4~CMne3ytvzBAP$n#gjY$@h<obN$TZ
z7P$h&Rb-r>o4mw*k8~MAA(xzajX38;$-($ZL>Xn7K>5IASG$ZQvuGNm8#!T8Fs613
zNzBI*33*WO0%ucG#36lF{5Q66^isq<<kwSw9;cZ)F5QjaOcgnzV%?7MV&Yrvj*Me{
zAncQR<nGxGhM*%prmy6#)eE`Jsnk1A=t$auNF5wsn?9y5AlkryW*W1sG4`b-359#9
z&_vT0am2-4_L3aWj_m0l3X5tdcw_UaDb;q|Ui@Lw1j&LqCjA<JbN$&?tq{>mI^YY_
zMZ_9WHwT|}q;CeLu!@Q;+FU!DBHG}=4Sc^h&ZuU2nG>bjDN&zlZt*T}@<C%hVNA(V
zO0bQtpV#?=WgoK@eL9*5hkuZj>zu0NF`|W1HubmD`Py@yzox4q?#Uy(XZAsMg1F=J
zcOHC8y6{?JIce#j_@`ogNY_oF7C!0itN%0_{b<&n=pw3+;xUfpruylkh!t;W{nT+P
z#<29BI(j9PJsdrC^hu6ckzRU%@#e@8aSasv+-wN37-x=rL+iY8s^V|lI&b~FlwDaO
zyS&7+0g1T2E%C=w37d)@_}n<BNuA4j1B#??M%72YK34cIRsD!p5=&%Dj$>b@v>P7R
zQ*D20_Eo#k@s(;`>{zz5A5Xs*OHY#Mur2n8HE2m2=^jnKQ0<`?fj-6iVQff@KY}LK
zQxO^>{OkE_qm`g77}3`$v-z26>$^s?sILSaeXI{jzce}Go8c94<F~wSKk;9gJ;N9H
zA(W`2Z5UoDc-)JP;xoLb5vh)|0;N>zJ_hC#zcDT`XB11y@w8Ak`#MKPHy-t#pLq^%
z-CKnoBb*@$UGftxT5^W|Q1lI%%}6qi|NN9$rNX_IMTm0nW7?RXifG}xq(?n>a?vBY
zF5*`mBfi#6&~?;~*p+bm>Q9yvr*n<|YuN!s&yhqOd&a3U$u`knNVeCz0yI7D_q`Ek
z@C0kG`!6qpRWrY?n_pj%OM7$m+b}20i7wCeekTChxu@8Qqro!fm&JIOrx7gLOmMyI
zRcxW88?T!aCcCB^MsCJwgl6dSzx-5(zJyGZU-6EmmUZK-F6~q-A3Yo^Wr!IIDAMj(
z(%*kH8s7&#ZeNb=H$$Q|DcVc1WAzbpA5=TOobn1um#<aM;N+3jU})r%T0L6wSPGFV
z!~*}DQ3$GhZvS#`<MRty5IRc8=aajmj)ylu_e<1?2d9pv&Xyagj>e)KwNvJc$v=rT
z^oY;jTjkJ%=*_4hVk^|$Kld6hD>FAIvkG<8r#Pq1n%o>~zd&<y<OXl&ro=(sY3muE
zOG_{_<0<33CNanAJhU&?;LFJd5OaMo&B&8&pu$s&yue@Tz#gozzh8QW<Pwx;UAN(6
z7U^=3f4D6J9ec777CH=jyj1EeqxtZDG`b}U9xZ#_oC<X1((g7_Ni8`Gwumlh!0o-i
z@&M!St8Y+`{9+9nVZ+nunRH@TBGfAX<{o*De=5SGeG5^aufDT)vzGa(@-vpSE4TmS
zb;dl??H{kr<3oaKotxwpKQgM&L+w)KTq&O{@zm<$C0(fQcs__})VaU4hN1k#@<~j$
z7=zCDGt+obhIi;9i}%eP?G?izBJ|HzJkTB<loW}dL==&f+%tRd%Ko8q1e?jk@SH;~
zxzQYQ55iK`K^Wob>mN~vZ_g*klqj`NiG}!En#HpO@oqv*hH-+H=ciq}#gAM56gDnG
zqs<?!^Q^y(>Pmbn%5R=OiD??+!MEwjPtc<r+nW5dufr?Nw6CL~ABc>>9rK0s$;pq1
zzxNy;eS*uMf_o8dl<iu}Mk-%$$LK<>WBK=%PfFUv6fMyp3#x;<98>+HMzGe?`@YGu
zHl!eT%wQ}rmWawHu?)r-`#dk9=%G)ECVmp3QBThwO&gY45CmhNUrreDWcm4`1GkVo
zoThWW-Pt;o*m+W-AdfMR7+#r;pd*Zp2(|6$qm=363};5WB2r(|Z_JW21rp`8j-D_D
zk2<g0-CtPxu`|?98&&t$b)e1<XpW4fL>Y1vEi}Y+c;%&TjlZ|>%R}w;hC!n_nI7v&
zY&SZY9Al2omh$N>>QLLGR#AEh@h8ox)0>ABb^2^MXpk~}PO_doX!>jcby#Vhb=q*Y
znZ}Fyz)B6b#7DJ!`5mG-N@$SdHCs;n{po~-j-%z@yZr2kFa5NkM|W#i8eS$b7O`(E
zO>K(R{K-<b$)WU|e5X^-XZO&McOo>}2=#^eJoL%!Y0qO+B?cmFtol6rHn*hY1({7|
zpMKQ+L%z2>b3Js6r7=dRxv%vs95tm#eq&0A!=6ou--)njb8tQHg@jT4i(;-eRid+x
z^@)+-Ij^04z9Xl8JPQ}w;TR1(LUR0uh-lJ1mvFL8=%x|-+JEM$#G;pKSub*>%2c-b
zQ_5E){b<aRMzUo+^UCzsFw1?cWkpW$qOaFGGeWbHih2^!Oq*@!bz&=kwnRU?`qeZ=
zz+FJOM4h9z(U^)_=eRC~M7nW~<lijn;2dho@e;VG*lOphZs7gQ&V%>RMVq7G+p&@a
zB5FCG84j|D%s6Pq`*OVpXnSRzLFF}n(8b*lWILiw@UbP$EnKfAzvSLdq}Dh3K^tND
zjb$6SvFSUT9;A2lSBnh2pZVh@sDB>icr2O#`EokxcxGtF%h87YBUDg+XIx@4k-B^@
zp?Rnk;m@i^mg+@b&q>nKb82G0Fh5zmQ(7)M)_c5G{ar_6@oAGSS=K};{q9)(?DeL5
zwk1G&f7rZ%Kbi7rkvu_VN4oCK>#g;7B0l;?+V$vzzx{YDnu8!yL>26hCf!S#kRiG=
z<T*xLX^_i^ChAdb#U9R=V<m^G9322q<6HahE0Y*%g=Mr#K4y$I{T?fmRA|DR>{Wx2
zj+_6>XhdCgjb@VTUOhN=#>m?B=t?@*iHlsW*3a@B3%7zUe=4eFk{$YV!qO+(oVMlP
zJ5H<eq=5z5zS+{`oz8!lH21Tq$GEn$2x=Xx52z^;?`zxVQa|$f%iBOW-FtG4&DiZ8
zNb<MJdTy5>BKPG_LDf=%ke{C2DImUMxQ~@*GBGz@JCc(ky7%p0bj+7hL_9g>dBnb6
z#5r^#&zC((&iP|c65mj{;dTWPL`R-#^;>hQi3VT2+Zq?`kpamVUt-B$@&zPxTcDHM
z9^ojKn3fS1@CeH@t2DD)^pSaoU@K*IoHqS<w3AV^=|dFPmn7r;7Cz1(LLDMPQ3%PY
zQzrh7`{BUr5)NYZct^K9)Da}*Ji4BgGNY<?yK<m!e(VINPYd{VRlIgK3bXh1wec$7
zw(5vDRdh;?c!H6~7FAb?nAMxqQ<rC&Y_yJ1T5_J0d}Eg3X6NgnnQjaK{iUoHbwKPl
zc3WQP=k~i7(+!Etn8kY~sLqsi%$PU1PUy4e&}Ob1Te~zzbU@9Ejburg1Ss>|w%Cvh
zFXLstC)Uo--4<=!PZi%1+ha}3D6WS?@jE3|)KO8d6gnM7t@;)m_&P6*J7}L&n~!b!
zv9jWILaIvK<`;EeLz$y_lRO=yl{w$KEgw6{{rvHm>SpkVc$R7#_p(I2hC0VCy<1Lk
zFGUm$_4>re$}3ePDgbvUSzWuCfbNJf?=$`erA8rlto%(|yVdr)h;MbS^<&XqBTmiw
zeKnDf6iY%28$VT2g+3j!0KNKc#Lw%uh3bcAn>{zGewBHkYrCZB*gx`2k)!2Yv!jp+
zsry#n`=;7&J%*)}9iBuSQ!nvrvjOyiQAdhx(O54}EL|lIzfGfuCghrq<PTWzGuL}T
z9l_D|5j4b?y=aa-Q)Kywx~Wsi2iM-Nn(t7`VJs23zA1kymR|Lh>Lm5d))5Oh-|Bj|
zd?!AGr4%ct?=f$xG_-e3G50lsEdHq_GW1QqL?25fuwXg+Hnb8Mk7fNz8G=?NWwiCp
z?PfpE&Oqi?qDQum&C_Zo|MpM*1$4|etd&-SsJPTdF<<iYA4jH3-Z4#rKZu3beICCx
z`=xu1{2r3jlcxUNpIbHu`75ni53cgtL^9<a5Aski8RK!U6SamU)%E@Q<afqSTAvQ0
zBfjk$5|gsgHOc|T)SpXEG%d+@DkVp^xX$+h(pSW$Z~FCXK2VR0#MGFhj5FG*PUFLa
zmichHt?H3*oQEktr{~F%KG-qjMp;|DXHdnoVQP^GeknWjZs@aX6FdB5Of7C9{rgWH
zgS>?%gcfA8epsc;zC4=a@cp3eh;MIQJV%jYJu)TaJWCm2@|hfW=_fC_R7O*^=qKk1
z8(MB#Me3;`;Pxla=O=v&4Ky!B=S9-D?;BtF4(Z9#6T|!F9dgc*1PRIaGx<<n06GxA
z&}I9^{#jC{j)z{|SQ7R5AK7P7JB~4zc;s!dNBld(#3_1IiK@0sD^m?Q7yU_zBk7cO
zW^FqXWGAND5((0%80NSg7|48{sq`l$8st(H_*6a6seWV}D?J&cU<-Y)V(;0%$#>14
zl!%n8Ko2KGy*Nr_{v>^>Qzm~>;_zA~+nKOI^lA3uh-E=1XnDqSo3O+|&x+S}w@5C!
zh5qt%K9*1P{pY$df3ie^WdjMm939Z*U8q<mGy~m%b8SV<A=Y1d>jT3I()_3VOf7LR
zord>>F44pc+D$%!tU%r|N?#m$0p07UpaswCcA1(w?+~N;Pt7@3qT*ZLey4T81C_Ml
zo!ceuS*G@t$<SPaYV_jt#(uw$d~C?@A!GC<GI^VL3s4D~{n>JWzss;t?;)SD?2f`7
zB)ZKhka)+`NzC68i}s)q#r>CIVMFJ)*2hjYJg1G*d_>z|a~!i|+MhTc*&}8yd=`Uz
z@DaIv|NN9m$e+{^$-7|_Jm-EcH)FKP^^E?GIX}s~%3t_#lH1om(FVExrRl)-MvPbr
z%FpU~LI(*}fL~wzgauEC(?9>ym^No%ftP5aZ>(GEUI!+(MlD|S(TDA}(l9Q?KAnEH
zU(Qw%d~oSsM}vOD*J1lSH&p9Rq=;MlP8HPAXs0vxZzy6wPg8k_PZ-)iwn;7i#G1K=
zOLo=&w4@Ibzh)2Sr?`a-&%{4z$u0HX5LYs1MK)VA2Ha=MP4!Hs&Z8QA78)8W;s3W4
zO^LXMkF(Fs(2lQ#D(Z+I_snXj)G3JsJutaqCY7wWP9R$9oLxONblQd}+mAjae=+a&
z(*MP?nBvTyI;)0KdGH)15w$i8p;_@b(RZR}8}%9Ts9DJz^;V?(9mk)XcBj5$IG)?`
zGH)9v@kd=IOS;LsFSQ{^&p^qnSQ{l?J~x$=IMM23yp27V`0Nnb;}7N3B=e8%DN)hI
zIfg2xc@34OuX0qc?F{4dqirH&XLteZvcS{Nkv%e0%wD5cxJ{m@q_z!ad<HVsNi_<}
zS6SjrI<bx!+k<U?enBd$<8g_;M&)(HXPkFBljuCIAtnyv#y0Hy<B+arp)9r1+)^f~
z$PwS0dKBV0@zHa)MI+$5;l1_I_ws0!NAE>D&k^1;U)eJok(N70PHvLLCrajQsh-G2
z8zKr~S7pYQwm+iU88Qk^s%vwcIcMqfiO$ftt&ii8*d{2SyUf7SQG=~|Viqj2tK-<V
z*ejwS)z|0QVe)L>RP^N;eh77Zti7nC`~x;V`5}rVel+`kId6%~I(<NSW<AFlor#Eo
zu}+qE?~!@@PAqeD_i}dC!J+O6qT6kJjX!Z56?qx#Ad-)+{qgD_#=kbj_MP;KDF#>2
zzF6Y7CTmY7T<I2oh?8g71UdwX6z18lo0bUxBO17lu@)7|ulFd{B|X-zx!lF?#JuG!
za2n?L@CeCpqEo1HM>=>sX4r;~`b~sRS(8ZeM(yf0TyQ7HMfICZ-aYI2R@N-ua~I*;
zTbob^T+$7@kEf4axHm<Fey?jp#l7{)iz(MN&!bb1q(0?!54@*(KK+(`pFPh)iHCZY
zI#*kL`@~g8VnL@7KQc=Tb+GQ__wg=kr}1chvB6H&#HHP=&8)}1R*$AC-{G{AD^2o~
zcF%C;$a7o<hqU`I-|5TN{V${Wvsm7iRMA$#Bsp&<JswZaLgOPj1Qu0U)iLjVkMX@Y
z$I?Y{y3>V8b?>ssHJ@(fqZe#>x>L_d%??vpTmBSWTk?p{@JLoZd%ROXf7g*5qPxSV
z+}1kl{9Ezsv3N9v&PlF!KRR9F6QMt?@u=3(w&W2}Gd${>$~jhcy$fE}0Nwj^%Epil
z&87Do%J`l%B9nSIrm#37|G%w#(a+6)YRM^j{n0XXFh4Oo%EZv;M+X(TF6hP%TRb1?
zzj(p-?Z4FFBKjTcXK+h~@an{Y=;?&=h2g1Lup>Pmw2}M`a<1q_d=B-^5EH9&CZ^Pp
z+5o;vPbOS$>2ox7tsQIRT&m(;xTT!YGlzGGZgLbcw?=1^V|}*7;Sp~uAA2Nc`nxxe
z)r`tXz!7O8uMl0v6C@KMdF4dw22|;sTv}Zh9?2oP>xISpH?S6T20^K}cE0IcpX<U%
zmWgm<smxDM`A!_oE@c_dS-SAvJAJ)Gp&P@>c)2#kFvqp*qxat12!-NMWu4J~OC0>Y
zADFLH`i13p?|o9@&~9ix9X(8U5_@lAG$4wpJf}g;-znb#&EM^F$#lP%B!eEG6m4ln
zhgv7Il(MYI6jn<&{l?amjZgZtE&YMi|D&JkL8-|VzQ=RJscfLEe{>GV@YU$r#;4pp
zbxi6mOte7L`}Y5AUE2>K5zhz($+k&zwCvm{<zlIAQBJc)WT2h1-bcG1%|^MZesX++
zgf2}?QD2Df;DJ9eHN?5O-`n$~MME?gDC74unfSuK12?YB{pmS{)!$EVTYf^Z^!XFl
zw?fW51hN&s6C+C62jtX7=JOFfsJO{^P5&@6L9`!t54BJ+7eal|{Xxz5pcR>6oZ}M>
z`0siA#{Ri=MgQR))ojV=Ssu|b#IxWc3;l!r8`T!T9{c4z=b(INos%F!x>C+T9OS2t
zux@E?EVqg4D1G~m=7NY`<M@A+m$Bc{!UU&MC3RjWkK}(8Tdnte&1WHBEq#}^nLM3p
zs{0{BqxspMYwH%()Ja%w2ak}QsWXUj)4Z4F8}I|ENq=j83bo&w{fMxS@_R%dvyVc4
zyl0x9PC8~kT(wPK>)a;B0aqK<nVeP(pGSveqm@OAXtp;xzZ*WyWZ}8@&1CIsMPnrY
zVVmgwXmfnOvkiS;n5DvpqyDC7XHN>1+Knenf~e<?TwJ<g3ESC6rP$Xhtz-VAJbUQ4
zIvVB0{Lg=5^kEBdY}dKtWDHf!I>j`igPdxmqx#Y)Ni4l5*R~?k99z!@w7pMSjYbKP
za^$X|@(P{2cJ3G`B_pOmE>H1Ub<Vss&djBojg*ORzq<N2+oF0ou7L*K?P$N8qR+qD
z|JOHmj>&gP+qF|icb$3_s3KsSnLBw^-7*;SAm>vLFL}plQF2au_59E8+MD?JQ0h<S
zIiL}uK2uPfgO8Xs@$#l%LQnP88IPh9HjV64inseL4EjSdl*chGxr(bYE;nyYUUEEM
zz5mwoWPcB}L7GJ0h9s7GkZ`J)40W1#XN7XJYq9kHTv}pLN4MvRV=Po7$eJwU6Dr#+
zp4BFVBf5~$QB|y!V>q5JisIMlqVG-yqD6&THn5cLh%Vk&ae1or-wYb{UdJb-q(S*4
zqRPkbBJ#CURFhnys20y^??hPCKjw4%cp=0-XZRY+SR!c|P0g3l#$PP<er0u+Kbuyf
zE4Mxgx%Vks!%F5yo;A6sUzsPzuO<4+(iA<2uauCs5#q_v8`YAxEjpr3$)onPv}_?>
zV;<EeNd!|)wckvhIuU7`exlpHI(8i^UV7s2UGp@RxBB4*qE#*9D?2O9|C7n3qw8CX
zb=bP{-2Ne2J(kK#zkoZ#@a^kVzD#!JkzrzU$IFQ(=$EuNhZu-#$jd1&S<~HP@mOs4
z*3rmEbTmE<5Lb2g?WAnsO5TVvGqpMp9UuGYycVi?o%y`2pX;dTHMxX8yN*g5C;gq+
zo}MS?_=(UcbuXvW8Drbi5;zsoXU;W(?mKv3R%&gM<UBl@4oJNe^jy&!#sq0xzuVV?
zTcZ~J`Pg_WitP1MM_3EpS#kzC$ywsGvR#*zF|r=2t0!Fdrru*Zqp(jkjenNZ(WiFP
zbeO6H>*w-3>mv=O8NG+5D~Qr-r*Y3H;E{PM%(YXIW>aJGx9MTNZGZaGWJnqDd(%Xw
zHgv?*6fAW+o6{eo)X^dHoW*A*-EZG%{<TWsIjG2j<M;dgAl`H8^iSVrtzx&YHmh-0
zc@HLR;b%=hoI^EwgME^(ot-)hlcG)hQha<mmAr$l^i`RYzhk@~!4}o<k%1&F%acjR
zru&3Gvk~<NW4HIz@Lt(r-sgcy4YK{@r+hRW(6T~wX`sRI>}!2zwLTU3`t#0}{7L+M
zTF88xkE)6_X^;Qz{PW`|tbAu3kvdw%J7R72D#SiST$w08ujh$A&$*K72+HxPgBq@C
z;)V@k^({;zl1^+aoOvE7#zm!oOuo<B#Pm4>hi-9aw*(Y<ZL%$`PG9<^P|>f2&U`p|
z?b-=jJ8Pphc?-AL_r~eZc^OkD{(E~QxO~UE)m@q;%l`BdpRbzk6O$1-)5x4Xp7iDU
zSd_)3cUm3&F@in)4gVzPhS%aE4BV}(y*KnkyI!FGnQCI04NRK%7xoS|Fg=;ui^uPL
znz?1d<3yLZ1;;|E2mTyeATMi)2v3oFqh3#*x2nu_OR$Yk(2;ur@}I&##iGPC(heeJ
zG@lwWY<L~d_EU_flk?S|M0j`?4?o4UvHTv51K$o#`J~ZaDBwgs3E)p6Y7mLy#b|40
zy>Dg29xl1UY2idhIIzmf(5zKVb(*7F&*C#%>h<zTjK((?s5AIMXpcv6#F7=`(Am+g
zevyRiJE<3A&?FZ<+^%mTB<!YjZ9CVSCB=K5q|b7lj}$95rz%X%OHn|qX^*E1rwrXM
z&%|en992xATx)V3+HxD6A}AeEh&kc@E|q;_0GEx#FYdsQ@8*9NQzh3{eN?GYE}{zZ
zi>B?9n`5a$<;*KDcyh9eZ%m%+oep^9+fP;`H%MDaA$0((<xz>j;U;&{<fok6ME<1Y
zU;Uj3i}HiyLi}Vg*-BT)JeJkm6x3W!+C{x!OKGXU6Cp~L$q_xBGI8jjr&AnRW-Yz9
zXL;g#_5_r75DI^cO%+c^R(hg}6?o1&%NaCq@_Eay-1Vt6yg*J>d{#=FP*7g!L!(@*
z1!Ak%V=KycA_Ur5fD~~v23-gV2V9|Fkp7uGX3!Rs`sw@BD4}R0dMCo6o<^d6ww%#7
z99uB%bc+7Y^4s=2DUo0yl~=>#!fq|^8C0H+xRZOIax6VP^0jCy!lEdjQ?Cg3iTy6l
zJ@$O^^1PQi$)7}6;JLIR+vICF_N`u)IEZ73Q<Np1%PQ6kX(d-P=L!?RYp3YvCad+E
z$07vE<}<bLlK?eYUFx}h4wTXxA<-Qp>@!PP*rk#FFGkj*Z~L)E$m9k3<jGvCIB)p%
z*t5)ShxmOu$InBJLIpgR7e50f2l6Lz>{rqPE5gaSZ#c;HCYha6VogG~#tlzQYdte9
zitb7kMtxIsTi@O6po_m_PKVN0kH1R|mGY_}=1xlSiVY+DKR(W$^eVp(Phw<9PT!ne
z{C&4miN7btf(}z2z&D3{J$Wwi=^oX=<@cx~!uv)KJ02|58~Z<Y8ETLAC9z5S^zP&w
zrB^BWJc&6-{{vkaf3$P?naMR-$T)wpFB*JuyxbIjYD(gB`+U{S<MXwr<%%$%5t(Z_
zua|v^!uyMUJE4#VtVtX7I45k&=)m=Md0t|PXlVj|szj$Qo*3P)jdo7C%b?Q<yK84%
zT{O?H{xbRQ@|a_pI+kACYJb~iwiBYSj7r{<wI`zTd+=n*!OQeZmniUOJRb+Ih<Az6
zYgz5loei<<gNM(e{_{7Z5jF0li{!r&OYkSy{#slyimK$5pSCqrST;IQ(k<ECfP+5*
z#z>Y%@olFXnX=T+eGJvMqnby}$6(sdNm)9&2+-($pT=5Fan$22t)(;qR^I#h=AO83
z&0)@iNY*#5*5ahnZ;d&WTbgaC<j>u=Sd!`6v;`J)t~Z!6ulaT5r}bb=c_oi>_<J~M
ziE`u<>6>=Fp*nY}R3_^Ao6!j!owz8!SK_UIUP4CIa85&i<478AL8!aR=d^Q#d(tfC
zytw+ts@!OMb~GotVJ&mIrMF^au|CL8K#qefeO@#0Cx4yf?ZqVbj*09(c7QB9+<Rz<
z_d-(7F~mqzsrl0MnDoUNK3@%qY-8JEkHj&~kHkfP5~I;1U6SS{f3THwit6vn`{2@N
z#N5awg?D%o<515U`(w%E69FSLDHpWFrOzJ0g-qt(Mo%JK{TYlg`;wn7r(%r6cQ~Yq
z3>ki+1?YvBxTFzvhdaf$<x}$SA3Z5~$4|w`)IsLAGxqYX)VV#l;&&ok_;@~><EK7V
z({;OhS+~M}`GrxfReN+^<!2z4f(RXXc2!9v>GO>9l8<}_6{I%T%6DQa$A}dFIsc@u
zW61&uTpvMHV&qAL2>#_&$oppXly!;ZU1&yh0^N4Y@4}N9mG>XJt~w&m+D|3r#{c7;
z{bkqM<*i)WE8mJrM{Qj0^<v|A67fqrT<aF@I#LsJN%w)KXyr0_jI<rr{W0=&=p6E1
z+!RKXqS)l^^t)PIGIpY3+C-={9nxP@DbH&BS>mimMe#cko>Zr8N$+URBK`&?7A!c@
z)6VZiy%v#OkEu{nD#DWbRqmSvF?|>3n#Qs8)5RyKH5a@#`##E}m{Jj4WH;9*Ge=Rx
z9z}_Qh@QyVy~FfI<V}o5^1U?iJBg7G-|ZcDU5w~|<hqm;o}_Q>I*+)|yDnO%nfmV1
z3+Q=LV&SJEEWR@~=E<>o7Jp6gjQcBY2l8!|PJvO0jVV@AgNm#oVSKt*Qymm!y0ceO
z!~gTU*fNbG?By5x!l|v}p<~m@%Et2r$7?+9a>5t(3D{DCVhlYp6~9w*jJ_b|IOp`J
zSF7lJb6Hxq!KL*npSUEX4a<JQ=||;+Gv)RV%TcE{N*diVi5o+e`<ov9)ltp0vA=am
zJal!rb#OfKsbW*g2;XA5`e!AsINy{tNO#VqHzGQXTC5V4?1c16`b<Zqxrq4|f%Hy{
zYm8boElE!UwU(5tCy#;NR{opLPECSoi@a*se4EEb{zqIK>&@DNk1jE0)s|ZPGW4Qj
z4XrItNH^`W!-XB?<jPXd#2VFNomlFno+r8`4C?&&Q@&n%WA2(oArgb%zqfzsAg)!F
zM?IyOlQAZ3bZjFjPgVRW<J9T7d4&#&vg4lUZ4HfXtf77=ba_rYq6={|5>=m;I-WOV
zIEdYm;j+)%zX`t{ExGI2jCsd<%ArDYy4hoz3;oCT4!Nw@JB#@8q461?h(3h1o_BVf
z?5PDKEX2lW>9R+aoC}`r&+OmaR#10X)*_ZMJ8@mi(HaWrVzwaSH<R~@@6Li#txtD9
zM;u!B;%a#C7+ni<PiwLYX`*_$iG+!~oK__gZYzn;d5nZ=<d%u*SPpwAQNB|{1h25*
zt*OI(XCP~6h{k&Ns2_ixRPXW}d#w@}+W<~n3n6wQ=5b6PuO`iFlu7TT%2K&QhW*i0
zd*%}+XhbGY*DNVFzG30ENV&Qb$h&wZD3>p8*u%%5%9GHiGf7>?(dHE7jJD2X{hf%W
zUf*eDe(6GD&WmjTI$N^Y=-fCiODC{yb!vz_TQsMSPY<ne*^!M#D*arB4yqk0CUAcs
z=V=`)Tw<OVnapi8bG2(W0jVYP8dE){DE3PkY__)jFi9S@eQMWv7e<o2{O?B|<C7|y
zb54+s_?;M)&&n>Tl*hz1M95wIX-V?x@5G4Ilhvz#^OI0o$1P84c(4bp{S9p@fW*&6
z+k;5EGd&{5Zuf3**!Sjn=u+ZQ=OOazTf<aa#N(RlQUA{Sd*mf1JYoED&GhMh!yhfG
z)Lp|ds<m^z&ZoJIi@PzU(A)T2vP2OIB6X+J*3axmp{UkrLnrn36;2(GhJLG*otSGM
zd_Xk#k0w|9cCp6iFXkEcl5<~r55mW^5_yw4PR>WND$dm&eHFjs9UrNljz(}R4VGHh
zI}_2-O)T-}<nk216JgOEnVP!8uVVijvv?2fG%jVHbGqE3!wHH%Ek_i~W`s!le-a{c
ztlp8F-d|$l(?%;QG5+*fNtbK8bh#ss+`#+RcQr0Ou_cNyu)j0y>BFCYX8&A*9(eb}
z$F7^mO_q1aN67HPBp-SHDwmn~<d^T1RO&ln{7rb_M<P+>qTK;8F1<1Sk|xyPuxHwo
zr??6)cFrI2x_H;iSOsq|kEbFJt(LhgvCxOz(-(3)RW!%u_JVtYI8SrSR^Rg&>y1)A
z^Cx8#%99t9uS&jPZYhqPK(0v+Uh@(OQP3Zzd;Ih#cg;!=fkQ3TmGfxG&(yy0WK1Qb
zy61$ISm>^Bq_XuyR{n%|5joE#pSZuqG5PxF!<;trGlonnFOvVgoV`49EYBDbT|d`+
z&ofjb*8Z;QIgUwk4apm$+e`BV|7D7ukDQ_JK|qfE4_9B?WayGBHHkfn8k*Y!3mK3$
z9^`~9+fpj%!*LmP4>hL*8N?*V^LOxlojcws$a(+Ho_}k19lPJfxh|zPLW4}Mqv5{$
zT-IH(=V;s}BsB9HaTHT<V&cD7c;?@`=Lu+thL?M`u~jKvemI@&d{dHtf1>5s)9v~E
z@|_rws{9F2&L{mXNSLGAN{2oi=sHF1o=GTk$BtlGA#whfpVadtqKa2J?;HQnzrOJ+
zqRqZJjTnu(P1S{@Jtk#5#dkekUfc?}k3;t>5)PGW)11dk&qtF7h-XOe99<*eiMYj^
zE=R{mGBGeYI!EI=AVPx=eJmPveE!uaLv|p-Fe<;X=gG}KSVr_7+}P@WY94)rCNU+~
z@SsQF)E9Q!<bPFYv-IfDH6!TwsX7+VG-)zgCmbpgIlMI*Ld)m&f9YO{wOdHe!Au<r
zU-@PuBsZ4d=z>(1=K#%F+PLyb$^G&itn->`6SeNI?3~PRBfv-c!fHb54<N5y<8h3&
zMArMHE|+Aeh}Eb{lGDF$wEU)WFFc*6BPS#F_v)DB$KJmB+|C3W(C{%uDJb|y<8B`n
z!P>*$>r;`L2&m|{b1bEgyw~Vlag1(_dUP)1fqJ(c+f{!IPQ>2X5-@2yfJgWqIrQe&
zsK>^qO>(!@o^z+4V<1oLStR*3ie1pU(X<9<a8FMn$Kv<=F>$J{@*0ZcC;~mOj;Sj-
zs#A;dM{))nNNnm={dSr_h-G%)Gp%YSzNE_uQ6hc=x2wHanLr@#8K2EDS&fl^gQ+4W
z&|ZdT_zZe@Ops#8dPQt+tsB#YECQ5Ch@KdQmicLM;tWoqEx<#b9KVh(L~1RsthN|O
za>w&c*_WJ3+O@c}PtYl<WA?~*Y+*~TQJ=({<OXZDjrx{?2n+iH#JfG}J?XRjjN|jD
zPbbL_lUHvHS#8fEQQy&+bZ=bJ$LpBJEmSYh-~;}(c$R1t@r=0cSo-J&4PikyC%#5_
zu=hve@qWI9XPrLte#k9;OfRqK(Lx6a&k^~6SQ{iR_~~NSQTCIQPHgtb&ODp*BR(Ci
z2kAf&T~rNH=K2yy@E2sY+S`!G$R8=a)CA;PaI*pV2;v3is$xGBEOGutD7Q#7a#Tu<
zI&qjQXA7q?BXsk#A2;UK(Rj2&d0t;Yj+LjmZxI!Kd(E~Vi;eCPJoi>Fu}e^N#!9`i
zd{XxA=t<(;{3i9j+H<YW)RLmuw!}!NGZ0UtKaJ&Q`F-1&Kk_=c7W60Sv*t9x^ThvZ
zpZADE`6q3ufy8LA5O`qJU3i1s%Af7O+!w1oLtmIYlUpalTa)bVRMU+&E{oC>nntMM
zl-H5|^iO8h@T%j8kmw};+uNM1Q!{<)oRiudcU-?RlYP0y_a`wP^;O<`XYG{@+Bf?j
zOJ9tpr$12~iqG-d>Gu;he}~DrxeZC2QU#ox2AOth6vSazwwFdLdQRCCijNe}iE$2(
z(cN>5%7^vjTyL4iIaapu+wqV3&}={bCI9?MBumt5JPPXJAQcn0$%@@txBup+tgZ*<
z@>bI)@i$<a?>KsbrQ`xnA~eeGr$5=t64vRKJ}XJQJn$YnIO-q7rzFCnOnncQ<888b
z_RsC{*Cx$t)4fP#$^BSY=Mr50R83~EM04+{oLzE_bW}``BuD%Hdbl+zIkC2nB*$;&
z(fvv3jp$5`qKP?~J}Xg%Pr&XzvWSTa@)NUd+8zE)C0;5eApW#mZc2;IlQ|;Yjr`0o
zcm_ZfMJDwg8a5)jc<a)rEXTN8n9!TI-|dTx=a=YFiZw}2lk)T1QWQ~%Dfzzmpr>oD
zW~EB(ElMey{nGfy+5d8i$ElHgu&ZR1ROCq;8#EIpxJVCTocE_&e~g>)NogU&lj`H<
zxpFUWQ(bp8N}Y>H)9%#w*$4AqCST~VIL|Zhu-=+w+AjH;OI@=!+9YwuWNR$HJSJQ6
z6u^a7Oa}?SPnL(w4EwL~t;amvQqT9CM#aV4c2e??d_7Z6#24}3Uh*e@636webEr8?
z=(ASmCx^zi_w&)Y&KEl36=uV8eu@tIZ!9r6rD9!LzSE+erboTMCdpUAgN^k6JN`Us
zf)3i$W*@J69^<NBi%#0u<nuofozB##@C4t+HEM~6tj2k^kSq-O={3H&46ScF*eYS`
zeDmy3>DiPNBl8mLpYl}oJZT|ANBV5!7w`1xZ!B*$N5)JZ8Wqjz^xHzASPQQslSPd5
zyCcBQ8ncBXUNbbfUgcw4f2~uBzR$U5y6)GU>CrQ9+;<xHkLZ~lVCL`sEIL#Ui<@>|
zn~wO#{*0_FJ|Owpxx^<Ki)FXx<dyHh#~7FFA9_nWdFxjB96ZiBw|+5g;&W7f@17?$
z+Tbm5@*Y@ETzUJ7{^q?sm54{wu*iE5$-u>!B4;4MyX9Pwzf%latC^i4E9!_#Jt$<w
z>2-+dbG*c8SLOW1U#c!oD|n9QmwHU`BOlw@W=4R@5LHDe6-^8v)5mj8mAqtGw9n?1
zaqe=`#I`|fnPVaM)9PkCo>J@!5UN!35#26HD=OLQ>d~$_cE(U=OdRFLs+)i_<u=fr
zXGWZ*9@hpl`6Q1_(xDG;)$Q%^8VgKtQX4N6Bjh_gW##nWGw_hhaXf3<b9=@o+QvvE
zP5u=>?6K*|7n#R~?N`PkwkStq5G{n@bHfOiY8rB1YeKdSYNSbcqFbW1FYQn08m1eb
z-|H=GN=&2UaVa)Bzw%Pj$ZsNfZJc5wx!;%<QD)!yVX)A}t$lW>CM92bZPNP;9O`Xi
zrcyiFkt^)O9CJjYv3wGh9M@XP6zEC*dH6qxPJNwxV|Z#csyZI+uDomK>oc3E{FBvt
zzM42oU9slf?t9MWoS9Qf(^EY;uCr*RJDKOS`m;%v-zfcMCS!G<_Z;e}%V3W6X5pjL
zvo~ilLNTV^@{_42^^?E`@pE^SvX$q<pEN_-BJ0_Ry0<n$k-Bb}qtN{~?apU(xjJ5R
zD)TgdQhsi&#*x!QokXpkP{*;PNPE9D(*ki+wZx&>v$fmdsB+=mmfyXnDiFVuqfi`6
zrjN`SSl(K7cRx#3a!F5e6rL}u*NdF@`|4z-1k|CN?5MgZI3ulG;!+dTzN@gWXZ&L%
z^uxC#)hTm48uE9&XqM+@Z`yb#^-Yi%zZaZ*3tpk$ufdtB&ykKrqUA<S_+Cm6_jV}j
z0)^IQ)sde)xkYT1PLt+?lwDyeDAp{ors_F2<va7w$0Ddc_tv-)eRg}x8j`!LJ=OM!
z=AW&7LriI;n`|Qt``(<9V<7uRt~*VLL<q)iS?QyK>-HWx#CEgf@%#z%UiyEZI;I=_
zmU+$JPMMD%ev(G4DVdqeBf+X8mzq3Zmkv<p->;O%{wF0>@K5P&Iaafm8ipsJ!E;7F
z*&`u6m9&RWZ}}F}kIXx9KXiPn9R6FWE0>b8jc#j5HM^EqDd??YcPig4&Ux*-A-SXz
zzD=U0eDLzE`u-5)uH@WtRP-LJqau~^yR@Yc8-gDe(Ty!f+!zw+)KSWnwvZ>~r_Xsy
zmr#T-!Zq5NS<=q6Z2erYK`BOd&#dD8tH0XGDCwuOJGyzP#M$PtI$KK`ulMGkd3u$X
zjS$MRlUa}R*Q5N7PkD)8E{E(CkK_;y^X)q?^~IFqjU;p5E*6l=FQ#smv><gqWb*tB
zU>%WeLwIOsLY=}1_q<!!y?`;T?31bbTZl&eNevf%6#Nvf^QKknc+|P^OG6~R>z>>h
zb1HRI^g`l4-7Hidl^zozyX<U{CdGnJ>@>20nI5veWoiT!5dl>l=1`fS&wDr1nJeu|
ztRWLc@Gj$bVp(DnjP5B`y;M16x|HxAwI{pp=8aL`V;fp_mXpJb(efRsN2_Zg-T`nH
zPNwc+oUt7`gV(~8O9FTJ)%KwwSI6VheS5vuaqq}9**&+{cxKojHtcc(j_*#m6yJ!(
zsn+-5Df9O62^-fLP=_;k#0+VSHJ8}LCw3*@1RUB|=e=9_ow2Np<zKhaL_7SYAIVve
zALfLg(TQ8*lYDf?)F;Ph=p99hPo{i{cUJsR*&TC6q(I!HKCXwxFElfoN!W`P$604+
zXELtj4Z#5>_UXZAJWqZlmgfI@(2nF<xA`-mrDo(jy%`k5N9?n2^ozOww_d#)*Wb(!
z5sf-Wp%ojRn7*&c*>=rU`o&C^(fb!`3H(qvM}C?trtZoD8=1LSpKjL?B`SYXL&YwK
z+q?Ve{;7$J{v^ghe}brUM8r_ikta1I${gG`P2jgDI;Oh(Z14Hp8p+UwGnZ=hQ7gkA
zNe_LkN1rq%&{T7|XYx#)cE8-pcKRq|>#?x1KJ-(wJHPI;l(I3dp<;<*lFF&Ho`pZ6
z!lHRHZe5z!E!2@g9fj^tw4>9D=`+1uN)@@Hy`?I~rx{S_nf|=QgM9DJzw~*DUQEmO
z*tfIzr<rT~re6Nh+d=JoIr|LaR>WC<$N5992RTZSi?WJq`C#54z9~N+OVQF?wRh@>
z_z5zKYqxu_w*+r+DdX>(ZE7K^ZFX2gB#Vb<$w_=t=udUmbBo2&Kk2zayH@3{BjVdj
z&dKxV+8ilh&k`BOoIXs`wCGcRr;bKZ)x4$^SA37r0ZW<2^CoujyE1YtP=GVGoZ;7u
zW?gpZDTSV~7OT-lp980sZ*Y@%yf=+=Mqe#bky|)4!&+VcW5cKk&**zB5x5TElT;I0
zzL8Uoo+|9)@{A#iInL4}_{4r{E9Ln1P);|eE$hs>ai_fRq`XVAL|5L4s&|&(KT*gh
zG3)(g^r_N!w(O~D$rZ5`vKZ_3IwC#?>ZniiEQ_lNhWXYsq4?7DBKN9&n@u{rzWU2_
z3ZK{wNRR9v{(Q+tB$Zn_*W|h$f3C??iPh!Ysg~<aKQsIqb3<>`(Zr`fJS@?82XyRd
ziY9j^+T>ciJY8F!)X-?QVa*S4`s^RCu$_>oWG+{3ah0ocU0&lD*(%4kl|Lm{Yc!HK
z2ZlaWqxP<pYM#WXRDJE4o@@JRrKYSssbS%L`6W8*ExvJw%h7xzCh)8mo;ZDJWD0Ay
zXrYgeKXGV$k5$Nby)dbYV{$Cr@ia>NZn-^`*s_L)X}~k^xCRin>a*YYFURB2hBo>C
ze=~mlXxi#hR#zFgn$3+-9WO)3v-dDcKQbS`HnqR*&2H7>u}(rd{G8E`s@g$(()O>c
zl$K3?eJj3oc|L<{@`~EiX^!c5jZOTcJRH&X-ARV<k{+*aPCdhx(76sWdasz`iqBeU
zzhlo(6kV6|SgJW^$M&qph-+xDufH?9O25mTCiD-pqk{js{OJ2Ga}%WxOPm?o;a3(*
zJTN|JyR}DY$Z_g)Sxy&_H`T@t_1Wi@oP;y~L@=!RO&?hFMl~tsc#IQ0iSHlJ1=W$P
z->OM|g8V=nxzvy>Z!L*=m(zqSKua%?MT+%A4GH^u@Eo7oPrl7$$mM3#o32T6BtvK(
zav|PZNk3BFL!nHccELC@BpTYs-&k+GZ|{(Ih~IfNRkL*yZOYE_SxAb{VuDI@B0nt7
zSq&Ar)SP?eIip@xqY*Xs64m@BSnlE}>q#{{?EH)+R8*2~sJ#<Y$v0$PrUw=IAdjbc
zmw!zE=Nc)+9dV5B^24vK6IJr9{$w2!IuhT$jVab@b57MHr+jA(ll)n)-OhDTqR?4b
z<PCABTY2`ci>9<BJXxcR@{Z*jIgQAzerh{b&!Um`Owg;rR4ZFK$f)T)u04@$rx$rd
zZKTc5WDTD<N^RVEyY7wYt@U@P5BbdrNfY2V5{G#2nY<A0F=V?B(KfdkqCav9I<9^7
z1G|QZV$*C0d1}wyoUIv3G}IKxY~dq;^O4bpEJ;k8edWGHlRARPAL*X1M-#`=yH6*5
zaVdP>w}5{xX=-V(qveTdV=_1`97pqx*n@}-&ar*9K8Jri67}FbG8CNqXQ#xEbV)4F
zI$L1y0?xY;JwieEmgkFF8i!7A*M#fZH)&`zTIp-z4aaD7cdAYhJ*9ZQ--Q|nA7Lw+
zHE*rt5PjTm$kDKGdW-%mWx4lBL>pqFqs}r`C#R*JL^$Xu7Y@+{8>%?}g>g$A!06#T
zw)ek%EPgESR@9RSA6giEp8X`(s11wkS&eK1agyWfmFsPiq&{wW`_M}}j+|=hACoT<
z;Txk_Eh^B?)K}KA^30-P@@M}t`9!}oeb~BpiyovsDW$H=9Eqasp4bSF;CM7iJBmZK
zip&{YBF0eMxL&O~1B<3@eq(3ryUAmIarLW7UrTG(whoO-P^mdNv#~7qR?*cda<l|#
z`yNtrY`r?xVKIf!kMj+RUl<qRW3AsmroJe*Rb$o=k@3^KX}puc`BZun@i*^5SHl8*
z`ZD|EDjnHYN|Xp=JV^t^c|QOAGq7-enLR{SB+sSAA`f!3X2w53V*0prygtOwy?ylu
zqstr9gWMENm-wa6mAvoUw*A((41R9d;_P*jqT_idzq-%HAAP=*o%a|S54MzOXmhj<
zRQ~ld^U6Hl_;DslF{XVZpwb&7Tjm}|pY=Lk2hpd=$;bEC%|Eqhg9^scTqC21wLq51
z5L2hYPptPf9WP1rEa&$9YxDBiEU~VS&fpzBJ9b_-4@Xjc1`6*)Yh^sn;Fb1>emVJH
z)H@zex;moFIcWMTQ~T!YBkiLO6!f7^JCX92W@X9U#d?|wwp+3-{#cxejr=jrJ2dhg
zt1+jJr;WC&=69g2)h>?Lgixg?20UJlnOY#<ocx}cOGncL9KGKAXk;8mKau2W8*JO_
zIwLOD&XC@y_zX*)ZvXWT56zmh_bBRAJO`6&<38VF^nTBN8KUQ=oq;+d0-SFbyL4tw
zn?vTguwR=WSnicn9MSFus%MvF+vb+-^%O5GJMBEPOZ7!E<lR)N;qpFx)S4H{`vvtG
z^vx{e3p7K^y4HHmS~%77rHyRrc9Jz~BjvWeHm+Jed@DtXDHIbux2m{yt-mpUgl)i)
zl{p(5cCWXOc;6|abq+%};x;Ju;}j#IS*h+xb~T?}QV=<e`}IoB^*m{zWU3jIbb_!K
zyH@c-3R-7jKbg~pN9B;oQM@vFL+f!~R6k-;`{hK@dYzI=SM2HbP_BHZMN8i?uG|6j
zFYSuOnk_d_G1beY-I@4wC$wkg*~;N_F6!UVUSaxPehAO@-uVS0oth>`kCS6eXmbs&
zjaBN>iP6^jl1skkPvV;2I`84UPW#gC5Oc?sSfukjJ&snvmq8}AArfSdLq3mDZaLkK
zHb7^zD5o7mNh?M=aqsSjHOXU|8@UrF755^ikL<jBV-(A0us9PRPA9pn)U-7wSx`xz
z-=!cOx=u4D+Y>@|^4GNX7$=uI0QxwIuZ-`NpMa8^^*;Ul9L8RH`Hs^{85MM`dxO|4
z&*!e^zSt%apZoIjdY-IdN;jsps@g|rhlolk7HrR|Qez<}Bq}7SZOgi}K}o%JTKU9!
zPd*-xt3=i-M_ZA3rlTiT#hUG#Ba;S;xT$@dx~)Uoo6;H7z6iRu%X{@|{K@GO^LdSj
ze3JJkeQ&zzp?Pxgy+mW$s^)dpF?pS^l^dcXn4Ihxvd*cJC$3Eq%V`@h5F0S_v&3_R
zgnJ|%PmBo-y>VkYYO54cwM<f!<k=~~jZP(>j-iYC5~YuPR_R&bN1;{E;+3|T6CtrX
zGNMl{Paz7<Gb}w%*3OpvO#CPOCA>{GsVfqqDi@)vO<ne2Dc`B1qo-Hi-8v$Cy3(IJ
zLY|n-R-A(@J+(f?IeqAvu6dU|Xku$vrw?dEpJZ9c4J>bSlMg`rTIMQx&f#`kK5dY2
z&FLf=V2j2%T=VQ*YoZM)8q<(5ck7(fZl=dmUG=SHM)D{{^r4G5{(H+a)bnHw4cgkL
z>k_I<@=V*i=;k87QH$rUD@j`=+xxfI<oZ0mDYKvEXVy7~r|I<CYC%f*!cxq8wDG;<
zW0U!z)BbN)pW7RnkzD4}97pU~l%Lk~q(tO*d?rN76Qo&yGSjC|+IyO0NvnL4Bsyn%
z*P(L+#9r!CTE-mC8Gb#IJF=CU#H1UMoM!9`9m@-BBU6n;Xb&t~?Q;<EG{&(s!Ryl*
z0!`nP-WZRTwKMuv$^GS0;xm@I;fjhJoML)aGnaeHZTUTTk|V-8%lm5Y=PUodaa&rV
zQ1+O!L;j3BOuCzfY28`}(5U?M@QbVkcKrLP{zA27K7kbTYQ!Q$6G=o)IhF9-<(pyy
z*s65TkdfCzn!dNU!AFJ7v%A!d*zgx49pPt*R8N*jwG}4egrCe{YUdy}V;$QF73+DB
z`57d4jCN8L?Wv*q(dedGs5mwom9Y49<dgyp`srvi^@+NiHt23L*wU7&IF`I?^^}iN
ztmjOk&y^>dql_hd-&n{`R?4pH9^>^a8eX@uH|_`EDI$X{8AmeWGn!7hV<E1gFIl_R
zVrs;Hmr!l>UP}Z-@zff0qt+`sRp+44tmk8k_>kF`Kh-|4YCSWKP<hT7v`Bn%dnl#O
zq~|}O;M{pnmv0n0qr0rcp)3oV%S*oO-M<xmx~http)aR?5O$cvGsFAF=p`2FZ&VNE
z@#Nip@C*HdUe0ruWL8?4o%%Zw3fXdUgUfC5E{{;6%rEUJoz(5MfrQE64=i4ocSMwu
zGL9(LJ|$g1<Q;5ePv2zn^0i3~JMZ*!`12*k<E5ESIjr{jeF=$+{=2POw$wNgy;Se&
z!xD3${G6UAF&1p|Iu_-j%AN7;$_}S9K7%C|=5RfGB02h<oiy$?)eTcfQcDx<yWO(H
zh?enbqRUzbWQa%yZ74gsw)^);i-{M3e&*!UuS)zvl#|y?<yGnKkL2aC8IpWrEF+TX
zPwky(H>Rxql1Ip!(<SB*9V|;6^6=UngU~!aktGgx)3cTE!%*YZ{+^z5T)tC&dfLJs
zO9$W8??1^c7V}PVPFSDIjz+kd|CD=S5fb;O*7ph@>(`-MBp1{{Q-@}4rv7L&p5<y~
zaYizK&WpC3;8}5YODToJe0F{^IqSKXRelz7pZ}D<vy=_~c4_=|D&XCfk>-A06?Jc9
z^zWv>m{?tA72N)nry@QBIo;!TmbAe7VTq|g)8+WqennE}-V!p2&1D0NKEu12YP&$^
zNNVpyNYGq<UvRnqih4QoTWG^%Sw1qo0H@bDwf@c$iQnEr2k5<b+@TvsH#|ShXyf$Q
zcSq<Fk!#fwk@F23826}hb{ysYex>&?l*m-2_Z)4KC**-#GTnXonI>zw#zoL`X3F!x
znJj7MUEFIogK@&O^*yH%9Xt6GWNiKf?<2=w(>H8+a$8i7;rP4v<`lk>x|cow18VHi
z*LKDgGx@B~SJM-}>*X{1Q~LGx&I>Q8IHy^Jme`kw)2qJvHq3_zf08Tb%{g==zE$N)
zU5#|vmnf0`^{pCb@LZ8rdy7}w4|Q&d*6Z2?KO7$r?`tW8>K4TQ*XuRsp}_*;4?HmI
z$G#){G`42Xzd<Z#t<3B`^it*RE6ZnS7vULLzMD3?(r3liTh|`=E1XC&{hUB18Ocj|
zElzxn@x{Jbk0h1vkR4?6>=GY)Nzk+|cT7PMpQ2glvAHBNtc7}NsKconf^YHEzDJB}
zOu9-s^Y_###!jZxffOMb^&o0?ni)0fdiSSa|2C5@&dY846MA~}7V-u6_=&%Tbiy~4
zgt%AA-!l5dKQ}^$pP<YKa!#fp&k6fylHDCg5J`KTV#?`(qo?mb_ng=DcZs8XvPP}c
zFR(Vffj>9Kznbq=r<HC(C38(29!WaUkaO`^>JZz}FF@qSwD8T4adP}<sf6o|oznd%
zRdxmFtk&hotA)8vh!Bxe7~x&a@j4>SZsmCJ6=FK=JGbgFaef!0Pi{#A#5#$tvwd|E
z-tN+`qb7!ibe!Jvr>=!)n*bc!H|mLSDWimkrwo57Kg30`y(+a{&l6E#NgpywOZs@n
zW{HW<8I$Rl(=jHp9pakr^Cv6z+;~WLbZuVpEM$0dy;}>;!KBEq|2~^DIM|oZJWHO~
zVBgQReeW5p$++?_#N+h3dgPMy6ggOSo?Pw}dXC6rVy6H61k!iL9$v*-*e0Te7%j3O
z4YiLyT<TL!0DgM!xvW|J9z9yV6LA<ss<O=c%~QpNT5iPIS_ZHD)Sf3XGT&}O%>3{j
zM^#%Ug1!_g@8%#<CNqSEzV{9vS#Qnob3-Umc0x%V=4aDwMx&L)SRcl;Q+Fs<RF$)Y
zL;TQx<4Q*l$I5pi9OQ@aiq~u2)PL`oy^iCO@{{r>u@4lZfdfL*6Z2sekH$n~jL!eF
z@u{|T^_J<SnD;p)V&A2FC!!5Eaw*&CXa5KDVP0MR>r8_6H|f7eOAdIjJbyG4Wa7yN
z$Gu44Iokgu7V(ZY&Qv{vflq!kuc-BS<g!*3snriliRgI}NexKkAJi*F`n&Pp<9M;>
zv&(lPH1vq*e5<C0%^+h)Ehf@`$NNvrarep18T9$YsH1p=tcmW8I_4(pew~a|c=ylx
z$-+}P`kaFX3ia&3r^<5lNoTKx+t2u<e`@FNj?tx8_m?NBd=i~4Ht)F3VUmh@syJVQ
z20R)K_Rzcfj<w|RH;E`jPcvt|M|SWmj+PzpF!4p?Muk<AOnHx=c+Y?Lt{IlG&!@&Q
zB&Zk9SZ;d@ztZN_J{dZLMx5u^LruPX?c9B2+QK=yM-D#Xp}OGuWc+yj$V9SRk3Jq^
zXOE>39Y^TwJ{sX49F0d4XGl$KL-20zn6^0DKcjNv{zuD(?3>%pJF2`U&v`~8^=4zv
z!UT<?o|ybwL>}!q2$cc()#L?`kNLg%+0UjZO%+1*LO!$JfA!eKxtg=EVgr9?Sk=$<
zeh~@atswm)r!e+&b3P?$%QaO^i=RUmRpb+0J}c-Vdc@yQf40@e)aioFOIUt&K`fg8
z{x^#lzqNnjzKMP9Y>g`Tw|zF`9Enl?(&y$$l0&B!P|FRUfrn@iJ^8uCA$UgQ^e?Ap
zu&`K?|1dp6zvWH9gAekb6PCXkg)U_+=usgm`gg-Xf63zs(Ki>wLywUtLvPgIE{;cY
zj{iR4z;Z_Omgw8#H8DMk<j+1gIsVTJa!7mFzMeL=TuyR(dw<X13?3Jp`D{8v?2C@8
za%W*d^ZvW(+xwH9{QhFHBCVTSP|s~%O5>3QLgW3~=tFIsx&>Mfs~Kb3GXl(M;l8JD
zwV}qVYCUyIb@-x{nO~|^#rN$EiSc>u37>*~K5|6d6j7@_9j^<?sNOcpJTnxERb$?r
zfdosg`_1FNg)>gQ;&$S>f0zfD_O4PR)DA}GUC!7@5=#(MM{|B%o?dW`**DEZq>~rR
z(VkhUm_nXcT(7d6<7ud4CsF6V$<V_|u3SIGRND8ny|mBNoiDB@l?`go`|N$<$W7#X
zDOEN6jXg(Ce{ML{pK}IXmS}{<J5t$g`q*-b@m&?l4D2sOB___-@2<YG&WYdK8G~n+
zppEVt{j=$3WSEnuZlyI$(VbsCk{$aAZ{KC!k_`L&fcNYXlM)@PSKhZd(Q8a!+?xHT
z$`*AI^q`I3iO@<@(mMs>7ZX+{%HTQORV82P42%DM$=~+O)Kb2*r52xv&S!RtYiq}x
zUf`9!DiN~Rq&1O?PaoH-%5PE9O*-_&#KY_0JXV*XJ9>76-P*NwwWJmvx#GEA4>LY%
zC127L=CX4u&W3mL$|V{ko;{aLO)}5rXYsGo(|OmR{(k-UNQv)_c1LrcF+G=*VUG#E
zE|CfMeM6sf@*(;8_dN!sUT<0ATmrV7@FYq8Q%;>Uv*JA%ib&Asn!DwWYk4wpgn+Ja
zN!qF#`*6|I>Nl{&+VE%uTdVoU=)F0w*w&+3zPhcnQ>}iFJrlTla_Ozv&xb$Fh@y=Y
z#kFn}0K>kzCP#u-;n4`ueti$tzB_&1+G&|n1nrF8V~!}k-|tvD@aaehXE@gR$4Ugg
z9pB&S@=@Sv(T_4F3-M3=-8jHKp!lAzev(b~1*n6Ay)pB5=GsJP?ii->q{N>$*Is<v
z=zQg$=YF(0*VCUR9LzDQW1SNo{f+ZajeNW<IIy_Vtm@<^_dBOi!sST#HMX}cT(LL$
zgW2L|#w~56pqtidL=_HShFW$zuW%M7`i``tpUsxsE2CQFZ%rG<)Y`LeYK>Z&Xpx-v
zA!|!@BwyS42q&FpcP$fxUM8xp)9gHCF8^<?`jDL^XR2(<w*Sg#2F319_KcJAydrC7
zp;OLZvbK(ndK(cEK3tL<wg%FjwuX28o&Rko4~t80(El;%hg(J!`p(%*{Lr)%dIPQY
z{q(zA_VkfGRd?;T_Pg)wZ}_YIIonchO&%_jc|X{{`sb6Y-`GDy+Pcg4L(7yg1MvS`
z{g11EvY(j$6Wt?~zU@}8xaYfZYxD!7;ypvo?~;zp@zF1cr7tO6J}D8$wqzV1C!dNC
zaj9~S><`HiJ6(J5m5AdfV~DXzk0*bD)A#BpoX`~MWv(o`L9j=A#qW&a)ct0uZqlM`
z>EFau>#^uPh^Z-~$vA26O=p$-1T`HpUSxcq*zaR0i0RaWtbC^jD_KIatPc$FdxkET
z0J>b+MFsi@@4g+t+wl_BKQgL*YX9n6=-WhCZ&f_jl5Rau`mnw>|65dL|JeLY=`;8*
zeY1OJH+zshGFyUHB646B-FeTH7rH8@-`TRM%*>O?<GgQlRBe=;Hn)I~vEhyPL$qvV
zcN%ZCM<xGzX!_Lb@k>KVHAgqraklh-+C8K#b0ux@7WVX-x1gmK#vK@Rl#x5-4xGA;
zitS@bubwAcP@+%o%{(CDqmquC@Jn%B2p>(ll3jHXzDx2M?jnUuo3;78Jn3^^R;MX?
zvh-jyv(m%o`8`$dnSIne<wMh%s<2VFjrdLf;kl<=cWAz6XGC2!c;q#Gc`0n@b}}2X
zg?P%Uyuta0AszS4&Gm5{iF|LeLvyTHBy`aC_NTGW5#?jbT_Yv!<9GV7>eeYv^;^^O
z)G9$oodaD@RTGc-bx2!o#XMI==Nm)cGi>yiqt%6SO~-R$$9>~c>-SJMN9%b@a?9%W
ziO&7`^2#ncGRs(=$HwXRrtNe*N%*u=`i^-dX!<43mpV1dHN}$BreewsfDd$J1N^D>
ze9~`*=fs~R%tA?ocW1y0#dBTyuIk7b#Vjw%qa{bmy(8>LfVONJSX!E&+4Cj6OF53c
zml32oQ*$cvt;wX9cc4)jSjWb<i~W`{Y%eT-Hphmo#xp7>+oOJzCEaT8j9^0tp^eDl
zM0OK<&bE?udMRJk_s$qfc1F)BsLz6qCARp?>L)z%h~F8**77?_&n(h3OD@;m8NtY=
z?TCKRBtC;VwT{H5KJsS^?o!QS_e1NX&LxkjKeD=M%WnQ;gmTnQ$;B*Xk2Aq`7||(h
zRO`VTzcYf){c`O&Sz-j+<z?^j<m<50nXE>Mk^FpVn|md$l+zJ9DzAYzM!jAbH9xI;
zP(GX_k-PNtbcwfJDTNQEwD2v*@jh8l6T2Y0a#^XwQ%roO4*)IA?H+kOndhb7kaM1Q
z_S4nGUGm3L6(Awyw6F^r>z|{5s%<@4duN2hAYEqF=SX$)5gXi=JKTD<y4BtpLprZb
z(22;*A62XO?bP`Hv*{<d)cB1{Dlctb{hbk{%K6Qy=;wq}?Z0;qp@nU3d6NF;r^c`;
z9!xrt(@gA#4TPpS_3EFVYsC0_jUZ$T@DH<dt<O=ee5ntYeC$O#O1<aPsTOBdYvdF|
zIc7eWw}yeHP0d;l_6Y5$0&{o4QueSeblY53_K5A~8r#wEYb-x{W9vy7p&S!fXzY@9
z?2X)acliiDa%Ny$a+VHxw4l>+E3HZjkDyccM()=*B7UWYytE&Ek$Wr`V;GfNC^Mnz
z+PE`#KK4XNj<Mu0)~Tf4xpu?%Q<v!AZ_B&dS1&6APput&S0a)fbNM^tM5y{he)#^o
z4yHT;p(hASL7X_p1=5yQuD{bh1&)imis(iwX%$t@$hgf>!o4MjYwxr%v4u8ObTzF+
z#y7%N-fJA?q?Xuf?`*{uA&TmZCAG@48Nbs;gg3-qcp^t;8_DO>Q4sSITeaj|iKX{R
z8y)tNj5FI>$mUa-=gtN?lj$A#F0`lY8@L3{M-w_Bjd;sRJD+-9_fT{r4-;NPOWl4J
zVLe;tiqpdSz$zfIA9r?qGe^a3Ffpp=RK!+W+;@u+ztejvd`509CmMf3j$-fAO5{gY
zBJy;pUM(Y*o_lF(@AT5Dj)=(MT<=yg#WV^1n-5KgMLrokDz!xqKjU}Wlp+G){QWR#
z-1+~tI}&OcqoXA4_2g|}8Kg1rLux%xU|3pkJPu*YGafy7+mv*4-&jqb(;1xvxSMAY
zxA?Fn&VE#iLg_M?SD2j|oQGI~%Fpb1(#A!v1O4Xj8J+aI*dCpWivG_BMj`q|ZUUa~
zjW#cgXPnXZru!D?Vfat`|GXkQ=cE7L?ah%gpX2+JNj?(x<JEuJxzye7Uj$h<A>5a<
zsRLE_QQWc}SYO*eU)mN5I%!@SPqn?^J?pUn8{Tg;w?GDgjWwUye?PhUmHkUsLOi#y
zw~i^l#a+Wq|0Er3zcmS<Qw(pN+{ilmkL??9s@KpT&4auTZwvCDU43DcM?0Qz4okY{
z$cZHJZkP;cQ(f4}-JXFxpW69no3e5F_-DhashxkebMT{`i2pRI{-0NRo~C!=sBiRs
z+*sfI?@8OI>7su&EABf*pe%Y$y+m`=^Zr+51N*R3ty}8B9)B->C&rG?gq7!e%rVm+
zNiO2vbY8WI`P*)qFa6}}`7BG>0Baq0-Z__U=I)_6{`9_{&2_M=Kk;v!RNq^RZ$Zwx
z>_@_CGSAGsT@StK4U45!a=+F3$1*NI8z~3nQqu8qnfd6!OD9%&CSzUE^9^FWcuGEV
zB1vCjo=+|I;KpN*vur&m%XcE&Y2Ga9?uYNF%FHFYa$KjJi638!JfipGiNe?a4trPf
z$`ks%oj`U;ksnJQSB_tELTL88_RsIk(&AHcHmHvFNmDJSQA$eBlTw=U`I{X7n0}`d
zl}ZEkN?}s;jAz-ZGEkq(f6C+C2s!f^bHrOL{?QVGY_MsJ+|3*#S(0@3s$viNrSTY<
zgKArT=*xbpQakqKFXDG1>c;pzpV%k8`)&d&QPR&##ubkcWK2HIsZB=jRp&{g4{9#2
zE_prYs(dHL3Z6N>QEQI$j@!aMw3^m(>PaVWvEWqAj`cW*53wIP#%)?4J`W{@@+V~+
z%#(=cQEcVb`B!${AK5?TK=4D{8uI_W=c`0g>V@7X5q>Nd_3h-hxpkh~z4rnu*oqhT
zo;qIIXf!Q1@66BJHu;SzHf6TGJcsc+F?E*+w@B~aHHnCV%<|<rYl{UyOU2a4&r?am
z_(@E|5@Vm<$0OmstfiLXsqoeF{<U{XgjjZDkzePsn0hqE&w5Oy9@<7Y>B5aYajJFN
z4*tk|l`l;{ktfpZX|Jx*G;R;Jo_A{a@d)Ven^StrnTq_v(j)DC5}{-!pFRpaLv>V;
zt)1f~rqINvM-F$5-k#O1Neeq?)PKxQHT`}m$5H>=Qif{pl-~vKHj?bV(+8J{2$r9}
zZw9OMz_GRO*`8@?&qUHSdP)j~Qrq?X$<|znes2C#F)fh?DkQ{Rb9v~eC!chzz9n|m
ztw;|IC)(omFxJ}CVM(u^ClO7Fvr7qZ&5NcWigzDj-DAN{EG<Q!td>3+GT)E)`Z41z
zix)NNAxb8@7Gull9lz6$e~ZU}PB>PA-EL8}ou4xI%D*;=L2js?{biC5MZ&#yF0vrw
zI<BO09sl(_a%z_2ICF`K<s0P7e8|{Yq!anrXg$KZMGqe@#a@%%PloYn*%ra>^Zd*s
z8?8vW{!S#rR50i&&0~u#6u#BrrT0s8gpvE(p1nhvJO#zS@*=*Rz5zCdKAAO7f{tA#
zXz78<v!FyEEm{7=-Y9*}_>`#zGna~OQE${+Jgyf?x|aBm19U9f;qkjT<A+YGjNZv*
z6`t>pmt3y6tPZj{ee)W?NG{}@@8I@<yhwiT_V@<JT5U;<_kMBP!v5c&rQx<nR!#1i
zU{R-2E<vi-{mP^sZSs2ZKGyV!`*Fu-Sw;DE+;<JN-$jGp)PtN@^=O$PPx02IeNO9b
z@gFm(OqnoO=`<&jW0tI?ck1s%(&1QhZSC1sP{RrOZnwm)U_Ls=er&uKog?hq=<PH<
zI*v`4^Z0cXZA%uer#p130n|kX@RH^dt$Y%>BqA*~RsOs6^4+!n_MAf~e(X7v*N^PZ
zQE&70#v<?74=7Kc5Yn9jb#s)^l;^#)jQupp^*jgE^CU(}K9lWlbDUda?4#*PCi$89
zbIg*?ac<%I(RxeyZgvwswSPuYqUBv{ZRKw%0};nxTc((kPiAloB|SZ@7~^^xO1nm=
zaZoSPUcywzloi{;`=dQ#@KVEw<50g#()~^PGl*6DwZQQ*F@oN|kECcl-%0f|)}N)+
z_B@Fs8;U+(Xxv)1^N*(UkS{FsL%Wf=-AkyBBkE4vi7-E-oY|HJtiRLyO>%FjMQw7l
zbBtTgV@dyBjMt65%ie-<nJF><)y^ljd9L+5W9W9eq$^ctHZalA!&Vgjk2$KPm&5L~
zb&4Z9F<1JqZqs-zG+QL1#OKrZb6W0q*2u=Oc}CMCIaPbMB-h^Q`yN|QTCNSCYx$(~
z=;L=vg!KH-)ymCI=qs$@kM@7+GRKa1-`|`UW!3j{`+K(aiz<JcQ=e})`Xv5t+KoKN
zzD3U2IW~$%KR5TXB7{QobP@OWU`)||I`z62XWh$Nf2YK#%=a><tXpY4%J0uDJ2mN@
zjb*f?TmGb!b!4U&w_@fkc<ByiM_RcvXlbb<omYD&!b@giE~$PWk)D;d!)d8s$-DcL
zxzy#<>pfp3J}T+j<Lx?Oj<rW(g@iteV=XcBka-@hW;^iF`Z}4x&Zf6m`u3yo68RQu
z@u}IgmZuoWXie)zGO)zAC6?E1U!qm2>i0@yN#hzmI&B{<;?I2~fc#`B0X@D@%$M>T
zpr5eE^RwmE{ylndd$9I$WE=Xs#*wXgcX(dXyBA-N#H`W#YvaXrx+|8`N$PW3%73!n
zXzlttz0@A*$8${jwH<GkT7(KiDdXt*I&O3a{o3crdXFr{@3g;#$9P@^8J}uv*Vs$?
z*Pq15HH|=aHmCmB995E^(x=<|v@%gjtTM;F#R`G-GAMg`d)X(;v~hWFLu7fDw5`1p
z%K&@Fn5oNY+3(3wiz(0i5>w5)kj%_I)flDX(xs$s;W(NpKGh|Lo+lB`>-At^DUOXa
zUzta|kN<wg`H>7RqvCcpP2A(ZY$vbvA@%UMd?(_1jC0EgD)%+^pO+qtoE!MQjNiA%
z!TL1*d#v^Z@wc`WX0G4=`*^@>=<nW04;aL3`XCm5WU@jhA^)G}1JNG%21_qz>1}S$
z0}@vsFHvt6-)}BmTVibF|5#fhejMBXcE&fLUgmx1@`*K-MRy{3q`papbMy_ji)d5Z
zf5&b;WaWB27RT#!-*G!XcU$Z^axgm65__bjJx`l>=P0*YN-DW*nCEt`JkLpt+{(Yy
z-|5A>&HFf7^D=jZY{t`Ky%IpJh^e4*!{nz68b@((?VX6C>v*@(_Gm3jK8-x5G}l~a
zy#vJmY->-*-Zx(?r?o}LrGJ03sQcEs6X!I&ZpDk*{;?Gr-AXjayj6FhW&NLH<548@
zjd_~mxrd`|7PspXcc`jO4=!DTbL!$T(~n1mluh%$&i-F-wyJhVZ<f#<!E})2{dnWs
zTt4j3xcxC~se{pKOq?@SKJR0b59t;ItI|IYi%cJT_SR8v(`?7uWRS9j!tXeqOSH$?
zcTHMuUadxVb<<}u$Gm-yrti`y{lXr~$M2MK%q)l7;W^&xcEBH<bFJa7RZzG0I?{iI
zE!015Z<Gn{@jPnp^z&d##LtXr%WIFk&YBL4Q7S5)%Spe^z&AcN51%Hg^8C*hI>P5;
zJ>nY5>-LQ<Pkb~lomX+$v%T!#)XjD!_u0;fFO+*iu8Eg5f2REPw&zyr9)>onl(%#)
z>(Y_**528Uf7_HG6UU=BDwg`3CtDGZ*gpEhO4%+YphOtIvla7oI~9&TnKc<-W{>Zh
Q&)wP`^gpit>56~<f9?!K*8l(j

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/output_memo_hash.txt b/src/Delete_before_submission/output_memo_hash.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98b9b21606263721ea4ccc28ded9080afabba276
GIT binary patch
literal 271656
zcmdVDYmeT>vF|&t7qGsA-bMSxv3!@a5CpItJIRU@E0(i@v$27J?vkV1*2S{2aK8H9
zr+)ma)NFP&+3X?tOd!}Z!{Iahv#Pr8UHyOm&(~+q&YqtAe0J~b#o4Q~NA~@LvnyvG
zoc*t}Tko#CwCgYJ${qXv&-S}l_K7QJKb-yU?Ax<{Kl?ZPe){jDvk%WcI{WzSv$HSk
z|NOghcK__P{p~x$GkD?^`~KG1WBd2gzQ1bs>oXtOcb}hKKl{|KJ~sr9&YswRAOqw0
zQ~$$$0`C>O_hZBNYy0F!_R~wd@6Pa6ckO!+CY0aXU%WfK>plB=<?Qy^+q3@|KJ&`Z
zJhf}QHNSak-#xKA^Uw1J3AJePYCy-m(Bb*;*ZnT8+_5)*GJDT`dymKVIe+GV*iXC}
zSDqPdrnLJXqc`FSpBnA18MU1c9~w129R4j`xjyhlcj;3f4V3?lJ@bV<`=0{_=={Xq
z?3rDAHDJ4KPdGQ~J+psE$1D5IExY5lMol>Rq5a*fb_Z_;RnP6W`uf;Dam%jc@9>Fz
z;+lQ(i;j2r?Cg``Q(U>|JA7h)mv?yh4m%v;jiAeufeO5L{vM*_rzVR_l!r!b_gw5f
zScg{)^SwdBZVjs=#@vc$EG@OSxESWo-bv5-AU&-9bNhGsQGY(j%lWWoUfKU&{7c~e
z+$0e>2lp>V@i}T=9=ZP9tOTeZ7-|qdu~m83G_6)CTISB#KSG)L<PxpUFHCD+HKeyg
zq*pEt(vM9>qz#?2=Yu^@KaJ@>U8$d%Ucc6*+dmIJg$!Oqzu=EZ;@wK0pS>C6{-Mbc
z`dya)rTv87<jwFsrZx*bh>vqw^ybILp^t_&A#V=rj4#C6xM$zJwD)4QOu55*T%I-Y
z$*>~M2k+<2WL;l=<f8ww-MSvgb&DL~-<J0GBCFvOLn0k?%k<F0ikyFB9{Kg~*(I8m
zD;GojYr}liyiI&{eB{^*yF4<De~z`nlSHdXYu+;4k8F)T-E>86FCl1e*;;&g`3GZd
zk8e*5^upe4%N4r)n|x-Hj^yO%-J?G@{6ueeHhqhDRbNE@^$z%Ji65nRjPzgY@*jx4
zr&@+97s33wQU2G1Z9?{m|8oB!wyu}SE?qYp$tp+@?Z1Y!d|^HTR;dm5<%wLsFe$uh
zl5*$lf19WIXwdYfcKOKU>hnTc<2ARpT>|l^gN!dnfR_z7TCpVp?6axL%a!!Mh(`If
z*;IL3%aVPO{MghAT|7VbYm-=HdoDZnucRH7H&DKV4Cdoe7Epe}yrn`e`s8Zs>{I<s
z6j^z$0f`&uYfHV<|3>7!w_7Q5Zv=1rjmUeG0pIdX$oe1gCPXHR240zmjTgt8kd-dq
z=3~>)Ww!Wudr{*H+U2TwTIBzE59%0X-hUgs%N2X?o_zUHtLEc(T8=o)IrDsYvnXC8
zdlAciDMKw+dTmRMGanEB>u-h?LuKX{<I0N)U#@iWWom20sjc7S6U$o3Pf474Xma+<
z@}<$5xne$6-wHYEeLg89ZCtNX9-dsE@*AaAz#A)Lo|box^Wocbj10~Bkn!-9Bpp}2
zORweG+DEIcBX}k0bKA3h9Cg&YcwT4O14Uzf-f4Mat+=&}eQIkUmoY4m*Hy?Ozp`36
z`H@KGdNp3W#<qVquNEzPqMu)CEA*+Y9_qPmcIa|@)mRnPVOlf+Z!Wuk#Xi;A-|%52
z1Gcq<@h+^NHcdbtvgci5&vpBEnR*9k0*`sNT>Z!R2T)sasNUhR>9RR*0M1-yznc6n
zvi2L}3bpU~7~!(Ni?YJW6GhhU4*9+<CG8kHLykL-McuC^*F*Qzx%JE`cfeOVqVP`t
z_1@GoSUKNrSsz0jLG(tdM`#H0`eYK5PDou|WD}lQ{`rOdHuijaZR`<mMmAqLQn#?_
z9iwiB-q_)oi~?O@>OoN)M}H4}0_xVFheJJx>cEWFR4=cN&>q+*?@D=W??k`GBhwmh
z?H!-n|1Wb@GLH4ohT_-H_C92^lx0*bL4;0M3UMqMuDQ4D_5F_E8}R~hlR7MKSzbuq
z1-5xh8H_!~ZGAu9MNy#p6tY!x`o1+zsjnKFwdI=~!zHRNS54kj;U8;w_iS7GGRQ3S
z#UV$$<#k(e$ReHgSY~NRs;BhGkoWsn<J%V|k+RLKFY?IhXG^`F(>FrLUyi<qSS#{I
zXbdvQtS8T~sB?AtHgp(96^qz=P)zC3@e%bG_b-wk_>=id$Xod)z1{^K>`}D5t?uJZ
z#uYI%U`^BQ8&mz$==a?IOFJ&uRYCTUwLPD~;vIT3Sg}kIWzyRPPanLi?5aYA-M&58
z^td{8#V8u_Etk?*FP8VzaEyDoj=_Nrf;V_+e6Kw(&}0q^zAHV{Ww%OsrKCxG&u@n3
zPqARZ*`vbFoM;tNH(bw`s6s-PWGay#7-iT~h1Q;@h+~LXcPRlaSL$e#pX2vb@8~Qp
zd*<|nEv0r2k8)Dy@Alr|?b8cd!&R$kv{0qIXC4=E$bFOV*S7W_hBDNPCg$}Vn(Kok
zvEt}FE#;Ytc@M{GTC$FXcfM-e%43-yO`2X9x-l~Lv3+VQed;Un7s|DrU!l_^&hyS8
zBkP1Nnj#VB(ZoG8s>StlNbo?FZTQacuoL0&*<XxiM0*j9J}k5my`qlWeVHkZYWbu(
zvX6}dvY$eSG$B=dVvNh5ylp4s94^I=zLN=?g1xQbq8jfQW9q=QoL==SbGWXX1Yb4#
zPDYl@9vx3(N+HWsbEo?+@z>_0jlH_`?!|S@IwJfZ_8#K_;g5{5P*bK${rcq1Te?c<
z?1*VPhsE=}biEUkNH4su(r9YIsU0uzG1~par|P)a35`7Ax!yMY{UD=~KW|wJ#S*ht
zFA=#QL->y5zsDSNEJOwV{hsnn)J2!;8<XW1hDZKvgy<+;`Pr}rQqAz|!LqQ*;)=j=
zxTt2bOX8MgSnt_Rf8~AH7r!OFV!qd9n+&P4Q|uv#CA%-?D0Pvp%wh44Y2;{b&ulN(
z)_O{0Td{EC-RfI%E7n$Z3MrdSC*x9_coc;^yGad%xf6e|uT<c);^Mm1QPvjAg>1_=
z`Np*6{bAMl+>7K(jd|)8_;cfZu0uaIU6)@eeS+FOb3FaRo`gPsdG?Lb&b@-WR@J1s
znPbBTrdFLtn^@#2+A+3|%sYs4Uh|gEGg0nG)%-j8<|QsVMdrK~a4`{Lo!7!nW9cl%
zwdCK`vR&flS_@g@B_5jl!^-b)=a_#kJ$)LL{f_<@95Ywu@IWVa@T(f6H9AIA;~aVI
zT*gZ81%8)^<|GOV;p2grTp$_rTZ7j?S6q!&u^+iT?__=Q-BI5e%IVAl{4eBM^K=pp
zG{>B@!!zR0_<ibJl=s=zopy|FWw*chs0tlb1U&YLS}w6i$-F#Lm-(@*UknLT3H&c;
z_328TZ>+txY~7O7lxvSG<)^qZhX)T-KDw&JF?C`eGRb+2W}PpC{18+5&eaG>uMe{p
z3G=j;s{l-dnnuEFC{fa{&M9jAMCRUMqW$<UhQ0+Ni02inat!BwJ@_lmxtfm`+w_tO
zEmvxkl9g)V9ZxxeI`}fId+(sRYZmVHP}j)wJWQcs4U}1fWxGp;XsU~l#QNIjeo*0+
z;8RYqhzG~4H?Ux7CEI^CEb~)T=JQ_e2gPf?l&zX1k?+O}Z?m$;P>Q@0{v;IxsPv=h
z?rFwXZ+KKL8bs=bQ0FDOD5@WT>WKAEE{wH?OoN4fD5mStCBRfcs?Dd)Nr4gjGEXt2
zuT_R~sgCJfmvhZ|xjoQjoO_}c&dS8ENSczoGFiU4Sl|o02aB~XyW(?0TvO6Tgzt@{
zN8UiM{}@xXMj!HF$dtNnpP59xHVKzhMW~L^1fLsi(V3S=6F?>Wx3N?&>+*<)N!DDK
zmsd&|=Sq!-<fN|J+NUdx+HdMbW1pX{;X~1FKqu$}<1f?h$ntGnn_VY;<YHAPc8xaH
zuH-#5(eu~#hOYUYYVqpJbwx>8@YU(49&R)!7Kk~e>{z2t6nhX6e`5;dxJv9?so}y4
z$Cn}Mq=)>W-MKW)RnIFUrWSPZJ#*;L_sW$~a~yl`%zK5N@lJYB_F*hPH5Us)!B%ev
z-CzFom?k+_<9q6KQ=UV=SKXcOBdx3H$1P85xu=du`A_K&A&St<=U#n%#?&bB)zBzQ
z3>MA&^{(3p(J}M^5tYb1V|F?`cu?5xJSP?5ImT)uJ<w-tBO^4#(~^UAyD(#ks>u)W
zCNbdj_hUr(8Qe9^ms4MeZAX&d`aRPpdN&(Bqa$kTAL->=X<wk-94@pY{(#rA##F)%
zQ(5|OVuk4vozs+Fg^8<3bu@I%INxe|5$;l7o%#hW6sz4+M+DbAH?`!ydp(VvM!A&N
z>OM)PsCcZ)bkKF;Rb)+4XJ=|`MUKe`Nk_KSZ2N3~nL*N(I`@z!^_I(bia3a$M^}(K
zmExJteR!3r8uNHQccpBjrthYHPOKn$b-XTJy6Ers@7G%22$xUfC*!F)_dSbvy(5<l
zjn)FQYwj5;JY~M4UuZcCu{9ORdQgd{zr<&uQe7jWz4IRT$F{OO>;2N=N`B`%<kJ4y
z+Pc}6zHNx<;dE=U9&xO5OK!JZQSEY>#&n~(=3a-GH$4Snx)X`5B+v2MnzL|gS6eG3
z!PQzfuG^cIo@Q1>q&wP?s^^3rueX&<7W>(wXSB#(dCwYTNTc^~9Ft{hTibLV<Kc|=
zAd~4PUqcQz$0`of2{ZMZTWSThds^v8hSW7DR!F&{TvIYn21zRW;pcsQJVd;)c#X9q
z9DDjTj}b}2C!2bVHT#@P-bE3%__TUr-_DxaTd*S<`}oLY?X6io^)0wHC(Ei19=fx|
zTdydPIb_Cit&_BulC>yq9;bGJk1^#_6*SjOebliY-&P0Bp~Z4T)f_E;5_49_-r<eb
zup-N`PR=DVrek@Jc9mn{w5we8P?rF73*9|F37;$@*+qP#2lgF5k8`pvqx~prD+v#B
z4yESRB+4a}xwh1K8Xw#K-7=DjpFO4-cGurg)?L-1B`QKkwB#6{d>}<0(n`}Et)k-5
zNR_1-BXxe`H!q_Weach6YC334-`YLP^wl1&F=~(Frt2ME;8Es$jQWSBYp8CC=B1Mi
z$&~xl^@yJ0X?OTU)2EZon_@2Snfd^t=o0;?R-%)}^g}<P6XubkjmmXXUYR1T)lip^
z`tFl4(wY{Eu`O#)o)J-c85=p*oQlH6ej@dpGB+VUk%JD((nD(DI_InO;3cz3hPb4q
z&hugKb!6Y^dWdRn%f1tz>_hsQd1f(E_u$KQjwXvaDGc@aESBFT{^Nram-((1*+<S6
zQ0Ako5;9ks2x&@_7S!=Q%NRw;X+CU9J?0NUzbUeqGC4i_kwLxjIa%^ErWTy1sV8uX
zZmMN!_9Vy4r<Uoa8Q@f$(25VtLt|>!^GP)3h_>!Lp0_Yx7`M<oRQbtrv6C6iQ*xC^
zBj!&@la?#Xbo=7Hj?t_bd|don>SXeJBK~4)V_ngLs=Q|zCv?$-Ho7Fxd}ImPB?HGx
zO7e`B)zB)FEeKPmp!zt75~!WWUN{I_e1@$M`gs}Z96|fZ>XCirCw4c`H8G|oF($s-
zwIK3tp>C|9mS_o5><Rf8?6PK1jd4kW*xOJ(p_N|ir4U@`KvplF7ucAI?8vAp(h+;j
z{?D!-Jz-s)G^Xk@#qgU|cN2e!RL6N9<##}~TpdL(w^FeM8D0!%?%7E`IVz_RU#GEK
z8-{**5jQJ$tanJK3~@G<_C%30tL-yg_NUt307@@Yaoleb=kXFPkJTznwMmpjA1~{@
zV`-=T3Cc*$=@Te;EbWp<ir0c~MGt;FaphQhMr~SEj3q4$)#6nsiLCqav5r|@3!3GQ
zAHPI3wBB(XMe7soN!!)(?NAH8N13CTA~_vnTF+ArWW>#yH8AfXUj$v0xq<#I=;%IL
z_K@*BkF)vE&9m&})3FSyoTuuKTYqs0eDuBcS^rWm!tG`1sc(Z!L8}*kDxBz)w$qJ1
zF)GHgp09_NHM4AE$&)GH;y%H=CA%2?O6h3fGo5bo^5%5%#nx{rfi3G7%E?+N8_fhG
z^{(F@Vo5qn$XLd)WG&mc#OGK#mR1WoN>rpPmFgOu;-V<?`-m^SJ0^}T>70vmdP|67
zSzSh~{+E{hUi5L4(iK0q1#Js9EM5yXNv58<E-H%OXbBs&JV~WGoL(E3iFMU2R*TEA
zlYKrz{HbM>s*b28ripvXO(K_c7I>z2x_Zd6VQKmzr&uPI(9)LzO=~eQ-VKu$(B1I6
zhui(g+9Z+PT)noX)HyAhTQa5G^PJC$6~Z%&C248Bme`==GDj6#F0WwnEkt`$o-T7)
zb=VUBGB$FjOa3%6N8bEMzYrS&vSp8zw_c{uR=EPI(yY8S5jnZsSi_baYq_$-RS-%q
z&-pPt319kHWSY(05?czN=&{b4l`E)aog(2-&HYns+S;7eakT~H5I(ng2Ar*aBsOY+
zM8owun{vxoi6bjA<l8k9X1<bjQFPNiGiaX{8KjQ~p4PSAMUl~q5v{2uodPm42y0?s
zJ!k7)xVc&&{8e`_-6idntUiCBPtQ>CA!F})rXB}hoY%2kT;{dvsUEe(6(TD4M|;Oq
zh@f5FJ9gQ|Cpa>O1R3iiuEXGWa%u*8p)Z=~^F7&hh(5WD_EuBV(mGgcZ;5`6^hn78
zLd&{MlkBm&kBu-uMzw9;rd<?W6m8-=E@>0G`B<}cn|4uT)4iA2+LovhWW*TjZQ8LB
z2UA+W*=o~>274v2&!(v(F0JLdO}jX+%XkHkW?l-3s`<z2U5bf7c${7V8D2}xa)@54
zXT_eI?x<G*dn^a2h#1-|2Yx`G2i1>lyz6+a<)DA=INw0DbPls;WNsI7ACG%hEx70r
zUbbkGu$Wg%($|j+inUm@Q=pS4uw>CrgABU$ShQpLOB~*AFHS*8Jo;99aU|`O_ixk8
z$7UX}7>du9d}K0@N9II@O!3*g{U<_0GfLu8-m!(l@jXkP2@xS{VToqceaP4LAnVBk
zKr_u5TGDf(S!uaqdI-P!EAc%`G!s8tRwvyoCC&P;EF+_W*S0#LL`k(hv1w*Pz5<qe
zsfj13g-#`}1!*sTHJNgLO|V~x-svNess7*Mnbgt6G#RgpsLyLT)@Fu|rcBJQSb9l5
z4e7RwtS{CE89A^%&*aE8lFnzQpGMtYOVR8_YRd5%TGBGagLv-CIb>h6eC=B&y$H1@
zdChJJ5MD$w%cvd6S*E4ez;nHr_Z_NMiVQnN=PlTHHTTtAn1|-xR5~k?{Kec3A`q&x
z4;wkf8uK#8TD~ElTB0H|YVfb>nRzq-eJjx<3{}T+94%N|kx|!O>c3#x9XsQXrJD9#
zE#>F6Q}UXvjw3m$xe`ls0}*`f(=NTzM)Z*M-`Wh2^vrRzBwx@{I}oDSTi5Sg>uj|;
z=zJXS)LF81WWIZ6!1nQ)sekHbLGSqtM)aWOwcx)p#ic&oov5i#I%6s?=|WDG1o6_U
zhNJinF<tiIH&64N-%>8J%(Tb!$dSfxvqUqUg{mG+o#3VZW^6JzlQow7p>LuYUM+l%
zwdfK;qHicS?^{C)Ivz^e#dOJO7u%j?WZ3%UXc+wEX}~SBKWbfK%gD%Vunw4kmap0R
z?soPnmh@|pz4)GGlvDzjGce*+3m;<~Ij^~A2^lr=wRzHGX@~z3WfjtT)m!s_{8|5L
ztsU#39a)POEsTALBJLKnv8`U_>vUaAefo%g$3}3}bj4Zbx77B;5^Z3iOFFb@;`p9<
z>XGBnK5<3AC8hB0;=f!<QOlKOJb6dg8;j7QJ@x2c>|CkkOX`)fS4OwX8Uzce-8krA
zO<2q6h2@|#sifDko-0q!*3OP4dU<y;RVqz-)6_TZYU1qZ93wnpEgx62g>K4yGX;t%
zRZQzBQ3;u3DAfu|-nCv?rkr9jc&W1_#;5i;j-yeLbMX3hT~i3%u`3gK#IobF$)8M<
zYa(tQjZWtaF>U#o?cKves^P0=lgpJmmA2k>indb5)>kPQ=O#Ld$IFP?^F2!|f*O_A
zX;a2FQIUv(S)H7`N0wl^$II7DALdv`E@5Wh9G;1vSgiZk>@|=yIQG4LDc_6Jy018z
z8WU4WZ{YY#ySQxOd^gVc3@0c_rhr*c<TIivZdjBE=XC8vk{Z9uJlEN+0nf)auN~)c
zmXBNuzNzxK%!z+?#=QOWVJ9z>wIVx+{%`SNO6vB}GWBh`W@4YQ&@pTOe9%%YGSC+N
zmbl|9^D=PVBw#87<Tsd#IHf9n8ClgHs+Rg5k83H~M32&^JC;y=kL8?NOX^R3x$<(=
zX=2hm?eNB?=<v<758ls$n4*+^iDfL;JtaTOPjO`)C37KtmrRn(XU5}y48E>-9s6wP
zhaQby;^bZO6CSkBPZ^G<wwmAAdyJ=7`E&UiYvCnomGp~HfJ0|8an2qypi13L#DaY+
zag<ler^Zpzlo}p^D6-XTHfAW`=O-^BQ3y;f@$5@=db#B)ag<lu_@pX1+?k#d5hHUX
z`WioD3*O-gLPgE(()7adRQ@ejUP(Ky=$V=x`||zSCFq1b&sAT81sZ*Cx{{M5`HDOp
zL6-+Z)WC#r{9Jt8G{O8d)R{x1eNtZzUIlY7$>N-vO2qqD&%PP#2~olmv&m0Rj*9Ht
zmnKDb1~jituHY{->Q7BC?Kk?f>2UIbmxEgJTmNh{`sET~!r!}Tn3#*lB+%1xj`|Oh
z{(F-l&F}r%zM`p+tW#s7{{o56wa4k@UD^Rk$x|<V7PrFN+TWZGW4*4N$IZjE)Z;-*
zYu40y+Y<X^y<SO-g$gD9t)|HRY+q|yvM<w9^8;#VSodxD66nwq<wcnZ`AIP*;>qPM
zD3|0TsH77=+o`ne>WZnP`I0)<S{l2SF>HxOVyP)5|CZSX{GjOy`*etTTRO1Rm*d=9
z6PLso>xhsd=tFkp<vX9`-r0?_zt|Nbg2;*x&+U&*yRsr|ShpjlzQ$C;>c&*V<5V0R
zOBvPGz3E28>D?m{@90t5AA`CG$cCk}6u&eHyL<M-;EyW{`K?jwvGEcM98>HVw3;Ya
zN?P)(_>P?PLt7b0pD>qsG*Nbc3X@NyMt9SYP!0QWz~?8aBDWFmkB~pIe~RLXZ<xh*
z*S`LCf`@%POm5pY_Y!Gc$HN>$c<3~mYBp+%n&`3j>Y&q&+`?tDlwfN0ap-vH%N4Kl
zaj57>lTA6Nm|`m7WFvbeYK_&T1`Vz@{?YNZzt+dkaZL49=aL<FOzO95eT~>gI-V)#
zraaR#_xHWjZ$d;tXV%LiDxGQr$F)D_*hfKyPW$$-kpE=}Yxa;@vvYARr%L|Dykn-H
zYVeA_=I|V0pS6eUKh4gOpNb@idgcC9(H?g)`F;`%_2{=}m&1#pXAirp6*u<fBZ_TZ
z7m6&e`uxAL?9`2rYe&cq7|0~F#au@qqPy~HCNmL#@b31OXpmqtrt%!&IYRGHNrpB=
zqG%@0*pBsbFP};~!<ASIQguf!m+R?<X=mb^XBOjg8eT-NUWBE+;Yy6qPfjlp{&m3h
zVszG$%aXqCZ$osxoGA5^(Wu^Uxjz=NtJpK5b4{v$ImkSj^1m1tU!9Q)R$M^03HMR!
z)9G{E6?3?hrr3)V&F8Ik%wg@hJ-2Ryr-ty2{r^Y9^}?d6TC{uwCgRRE-<LPvUysqH
z(XQdk6}C0k)D=YCky?jN75~w`dt?$t&8Wt^ZCAnz(@v@PCuRB52`zK`09;=jgNevZ
z9_Qu3L?3-SrfsFF#yidUQs2)~XEsr)b8%kxwCSfhCiaRibph!a>I`dnUdug1NwJKl
z%mJ&=dy}w--lH37^xo`Pyhi5GX+No-kfb~5P@prfR=3?&v)3p`3;{Q5*y<ha;#e;Y
zV;x+lAu%dAy+X)We2n-sYGFHuf^@qnYvt2Co|_%O$98nsdTja|!wer{d%zBJ;of2=
zN}ZC#0HUPh^&PQzKCM`f(SOV=7j2>G^MU(`>+DA*=Ztq3t?zC3+s#pwNCw$-ijs5k
zo$hfR`>1u}@v!EO_(UA)G*2y;LDzN7Q$Gq}+f?QwS2T#!jj-&U97iSXgj%Ej`t(Wp
zDX!F|pSW52WSLr9XQ66VjeI?rI4@K-7HynPB6dB?*P}S-y9f5?;9A?tWCTq&as3rr
zu(8FhY1~qJVl?8wyq{W^IiKaw9+e)4Yq~>3Z*gjRse35JhvOUr5?S|4dNW%w-{*L$
zY@qfM`|gXB30XpUjJL-`2Rsr^gV#)q@v4ZukRxPIouS09vhD0XAijW_r8gQ&<1v~L
zq|`0uXG6M%K8AL5C&<rC`|MrbQk=%A_F6%B_IS#t<TseHahFR6(v7sHS`MF&Sh>O_
zKV_^1r?F4W(PI$ev*dP|cubmkdBVbRl%$_p6>Rqx=+}Kb)F5Kba*Pe3uC5*V?Q7zQ
zoEf;TzsoI_6g#EF(F3H&b-X(*aWlepl$H3*tVAAFGbfH(Nb1Ks9X{e}tyS%!qtA@B
zs%du1D38&49{snjhhun4{uobX%+FJDQrX#@b8h`>`s|4O7n9Fhd-Tx$$8ZlDrFFR+
z?^EY-Pi{We(_QoT)M5wfHd>3zh>lrz>~;5A5__}giLUS1KElTZQ7hMuvDQo{L%Q4I
zfGzhRku_$j2(_1Sos`+=;9;NGEA#aEf25cC=u_^Y(3Kh*pUX#247udJaMgNrYq-c`
zF=YbkP;Fxh3N`L6X|)cM@6XUgE#hCYewy@f8PI8J!ujAKAbIr1v!6hx*R!()#M?>Q
zTIwN($i4i&F+L)tV|L!e(#DQbI_D#7P^~U?Th1S?VblIMtpuh{P($5zZ|ORnL5`2i
ziuA=8QO%3#u{>)rX)^F$nqn;)kFb+gZ9#T~G<`AfZr{Gu@;$f`%QriYSbK_Cq0-AC
zmq@4amOYSV-CI{;RCKB<Q`h3_?JwWnKcTEEvw3Ru)IP6ajV{LyN?XD$v=O@>l3v<U
z3#`K>UuK+lyBxT*2dd2j?UAKu?sjd(vD##Z6Zf!hSm4*T=C<??+Vuc^;H<aXCP(yD
z)p}$5s1rwr(aNVwN#6N5Q^lQ{ytyTH%6H*Pgo;e4Y8eR$ofdRgoQhIlBF~)=ZAqJU
zj-eTq<smct(lpVQINBwc-9%&ud{u3UqMZA{l}J)Nm&0zNTbB9q_yjE-Bib^<6d_`t
z3@e*8O(rfzQLcqp0$TDnF$(S1k(a@Y*CVQG5fVH@<!n4huXRkMMy7xXntb=*gb@)s
za9{6dja{ejM-?@vn8#$)oL?B7P9sy~1Hpx#3g3vzZkrBzFmRB4A6v>8_A$?K>PjSI
z>|DTJxP>^Sw@CgCSpw(QHgru?Mg@w@q(@{&$c!>XckG!d|EKfM+I+!nb#sY^NZ#|u
zOMU;_cDW*%td}uuu;Z<n+HH3s#AuMNtM5<>?P+92`;d^BrJ1aKR<!2hJhK|;6XVm<
z_tMKcK7NWO+?gW5J_!w(PU08c^}Lt};yQD0+F%KuTkoewpRA_`#<MZ{NPgJW<rwGd
zQe)qzR)cdY=v<K(?>UFhfp>}pMT(eMg2%BPqPj(gd(Vwa_%&lhtYOuPsI{xhjXCVv
z9q{PvpBv+w+D{>_Q%pXP5Rv0xs-JWgy8-a?W1qT@qwDFHCOnKQNgfxnCRCeXZ|W)e
zj4z_P=@h5Vzk#+)8yX|u5^ucn=lHG+$<Kpkp`-iU=Jd|j>W<>MdhuGkhhq?tackYf
za1<i#5x+b%!mnxV8#snW-dTsPMWfYr2Oft8>nZK92cC5rfIWct7Pp6pg|oerCYb6a
zY6wK9QwttHacseniRq`vdDQe0`6XhyH>S<eNu}+sVQI;vth0^uKT-imSn$H|D_ZH(
zf@v*%G}&1`at#j@@0IFxc;J?NLMC$4mxE;Md@0HJ9iv%o*M2X?n65RMqC*bNBn^Of
zMt2&%VQoU^QMh!{CLW_E>s=09M9Ww^Y6G0sK`wy~zL)0rGaY*>{TGq8b({nl(sqCF
zQny92PVVW-C#R5fLmmUg6{bk8;^&TaXqgk6_vx8s2mg{jKOZKaXzKc@BO-d|$T+ms
z<|B&5GBc*w+9-qE0~(?Y6SaIjZHv9-Xe~UGdp0*`+(D<aPdpc#-{sx4L=@<=_;d!H
zKiNW;mV0spDbuIDaLYK!8I+cjCm(}TXAwD0`m!QD#_odsd8<mfV_`3Coi<0{QSRFD
z5ciYS;oLZ`MRZ~h#{P6t)aAIAc2blXzKdy!XjN)|y(99hTtp$x?cSe4oPFqBMN~tn
z(UfS|Vbo6xy~Q|dSJMUgzMK*VYyAj$R>sY_M9wYRt&Zk80*&@(<Y*%Q0FB?rrPzn4
zaY>nWpHVYsL3+EaO8dx_7*A`q9qRO~rxFV^u3^y}V6vVs%`QJSAF8JR`Xpx^8qLtk
z(a@<!Y#gtyJ{rYRSEG^69;6;Y?f_fyj}Q%!VGqaRcc`NwyN>rnO@d5MM43KGCP$LL
zfv&_@m;z38LIpVPM8WgjcJD>xJF+)L^-gxv`z*#eUy+IAG1W`mKfXc+X-c2^N(UG8
zVfQUE%>*J=8GS0CjC3M@{Rm{l86cyVNGHR4p58t4SgQJJ*Hfw~OBPENk%{U@&`f=(
zW2(itdT2HmHI=>)E8*(d?+lY_M{%8~-=>u`s_SjAh<}MjrCnnx0jDMqZ}hFgn5s3t
z`EFn^-7(pk*HNsc`0tNbT#ZNNJuxageJt*H4bJ02XB~mdt7q;fjb$90x20aMQL#od
zB>n3wPCwPEYp+A~>CJVNxjy9TZ<|&k@`z~?uj5i)Tdu_XQ6+31#eNb@40!u}2LieU
zX~~gN`KR8GY)4gU&Xh0vBU&)W_waPOG(1Z~K2Vldx(Kg<%J~bkz3~o<enhcFoFY<}
znqQ41r|f#G)sk|_nWqTv|KL4ch_}>n&e>hevW81k1tMQ0rb+BO=a}Mq{Oxm0(>|zY
zCS5<7zE0;a>u>x2<M(ZOet8dwK;v=)eegY6Cm!^5&(VkAZ=);&k-1{DDH=ug-hD(}
zLUOD=q)3jo*Mm7G?dX6%cTE$p#!tm7aw}_iwXfu;2GK4#d!tz=$NQp@jriR=d0{#|
zQq1(wn%*fjNDIR0x{`G-S2=rc<rPxryKDbyGTb|ZIz}5I;jDZ7Q@Xn5v0Ul&;!9d`
zrNlx<mv#WMx19QRjVeqy%{5rfk1BO;c_l)kX@1M~DYVhHr;C+nu!C4l?`Qnpe2wvR
z=I>0Bk>^qyW7GTm!T3`VHr1ox6t=9!vAwN=pC=?ao<|aUOr>13Tq!9+#X>%g_W0_g
z4!Zqn9>v~x@R7B`73-<b=gADBzC2><I>#4vM9cGK_NI<@t}}7+x&6b}h$nIr$4|49
z+iD%EIph(?{V8v(Cq(>W|2p}_GVYUC9k19H87}WBrJ8wRRP0spI=4QI5*HafW`{?o
z!BG(_{mzR<7`bOibPUEv<`ZJ$`K{|jct^+NHPeXrw0h^%PY~P7oHB8Jv7{9eg-xX&
z>%P$gOUC;5SjRCr2E6#|ow@tgHOJmNyjAC4j)g1-wGXn=)a}c^x-ET}>~^)Fhx-4>
z7^2NfYPVo0IUD;L?3Z%CM-fe=pV8z|TwKzp^-3fy%F+u38RsV^FLB=^U4~>|Tyn-W
z;#^iQf=5{<R?i)iUClC<%%W+KZsdeX7BRJ#ki?p*qzrjb?*eC1Q^X-Xt3@*UDdHY7
zyTGZQJRbaYx*Kl|6*;0}osRKz;9KpCjD39|?2~%r&g}$4&=DWgS8~(pg`DP8>K&-J
zC+$F_4vrs<a`Xj6a|O^$eU>%GK9wY)P)(<0?n)n)SiWK`s-57Cjdx9{w&V8VFM}pX
z7EF@v|Bv5Xzg?>pB8<`j-<U2U)`+?}c-Ef28C=6E%5z1MwP&X0Mej`!P4M6ZzCRmh
zRI@zIic;;As82Pwc$PQ$pjgu`Nl8q}QcAFmuAk@mgJtit6|Ji(otu7<Rkc4xv{1^X
z{&84eTkhwtMI;gT<Pn~meUP0X?)dth2frj;_)oE%Y$shhN%^u+3!n7r*`JI?Z_U~h
zT|^a9JjTA<R7}l?Z;Dv)hUQltaep6{)>TKZguLk9RY#v>pA~7P7Z}k}mqU(-YoOTI
zW<!X@SaakXmew1qDt_ao_14Zy*_A1>(@Q)PkcjJ-C4PS@VN=lqUmNGNQ|GkafFkM3
zQT36pPiF7$RsD!p5=-Qg9LK&)sUJPAr`rC=?5k#><15v?*uHFMJDzqgw(Re#+4G!Q
zal}&6M!H8kU#Rxbi$I^^?JzbZ#@BOFo~-3ctfwM0MEI=hUh9EQ?6YudFru$hX7fwa
z);Eo2QC|so_Vpp@mnKJiIjk8cek+sjEB*(wXK?eEP@?v>VR)tBaW6KC&+wjlq`GyD
z={yGZDc&+JvCk-$l>KR;ZuWVOY(MdcyrK8Aa4L0cj0in?I1^RK`8%b)p+6LT1Hwo$
z_J4lLtWx2g%OXTM_!iw8-xJZoXG!<#-oD=Yh+m+NG2&}o23<$(Nb%@jEdxyF8vWO@
z1B#v_iQ0FKQ)QBEqQ8)AuXhD#_qd<;Mx4PFto_`H)3Hs=J&jnt%6q2V1grM^x^8}X
zMlS8u*&oB4Fn@7xJnktj#nE7iy}k0iTdqX3(PV;)ctTf<zIysPZ!P9%iBT)yvaCkr
z30?m8_jTw~tUvNA-mx^Fi$Q|+l_B<6K#}F1B}vKNXnY=czkS)a-wZpXouaK2+gBg4
z?}KW`jUlg)bopH63{LJ@4TeU(Q>#Tw?n@zZg=F%6Zxn(mU)z67=YDb`3qnT;`FwJB
z)ba2J=zfVh@!-_n)LC;P)!tZ?qjt)CGx#U5hVJqCYgv)fYOzD~a?}v973%IEdyS`+
znah(|g*xg}98+gbZuYfbpt(G9qkgi>5eIpvt!I2rEy16gg-RLcIf>a<=b?SE1~&#9
zK+N^cut%P30~MZH<OTjx2ex31{ryr0l1osYb>4=PS)|Kh&nN;Pm6(3n=OSM0&4;(f
zG}@u8jL@{#&8a|FF8ywOdFEJ4MLa?SuJ8So2N=Jv-k{zM)Q$~Lr)8%Tvl5|J`IlSd
zIbH=3tu${T>hsk*dpB#Di!YH)X-Ce|dGEA?_Yn@A{_)a0K2~|HbCbN{r$!ZesHcB<
z`t-=NDe1zeN<36|JRihv)Um&HQ4BHNVhmc}k4@u28SbHr?6(;nr^DV}F&rX7|8m9y
z?c++!xric?l5?{MFYF(kBiKxK439bFk{k8Jw;+t;zz9!U|A;z#Tb>+KLhs`%D3(~_
zZ)q0K5-?TfMIkHN8O927x$(cdT)U0dGd8ZI3>k4O_|ke72C6IZswm$)zY^0l#)EIO
zY%A#t$9tYqr<F4~z8bHzr+pp`{Xk?4t{Ek#XyW%CKRfCTfWr}Ol<k`HiIp$7W^{qG
z>(SIYlS(wmg6g0y$5j8Q5zO`Ueq{2j2`R`OdoX%1#xfXVZ1cQ?qNLcC(nMVlpY(fM
z?WGn3LErOB+s&0JHADwaA-OyB^WQ5pj&q_9MfoYNlqj(F<A~vf*$6tqn21oDp59BD
zn0pZ>&5B5UP2ZX&XBSA6*V=oBDQj4r*UQ~sSo(4e#qTZtx)q7<iD;wh{=5#<-v-T|
zv6Lu7j$#Q7aUEWHsgdLN9@8eWo{={U8ts#5v7W?sy*ra*%n`4YPhX-Al^JRk%brB!
zo3BCBX3Mqfq4ac0ol-u#%@$CHmFAhJ4Qrd-cu^nNG8#DSTGZEBEIIsr<ao}O6Mug(
zV4>q^`gco8lvm<Um2#t<s%yK_$QBY~5&Oo{v`n#@KN(|eS@}+<mS>j~i?2jzG!g0>
z^Lgl#+tQx5Vj#lCs*kg8V@pb2kiE&w(~r7;$oKZGxmLLXq4s^vXW^(RMVh9Chw(in
z$LRXP^B`*x=e<}3RR5xwD}Kt@YD9iK)QyqgInS+q{xYk+KMNPz;TR1(LUR0sh-jyK
zF5zUG&`qU%U8YoPi~%>)BT~zHkt<cEvgN7MbrsopB)g=MEPYFqOm>yM-1}NqD1$6t
ztaqk|X3;8zt`W^N*@j*xrUGcX=iRffhFt`l1(ZwFF?t(~si<{~>r_aj8^=g~Kj<gL
z(c4CeQ|T8cOTMAUG;>ua@P28$^&Yxtauj^qSCT+P-2A2CAdAQz2kr4bUGD*Xk;*)S
z%4`0hi@PDnc0`llV@o==EA(Lc+HjvTUU8?K+lf{64rpj2EZ<tTffJja+3rDlN57h6
z=>5I+m!S6jDEnj44v-t~JQ3(}O4@M#7!{Q7j7v-=QkU;3G$OSk{8{zLQoYFQIZ0Yt
zR!yw$@|6{@BRbYwyjK0Ky|MUilQmh^L@9l@uYUG=)45Fv(A*y;Z{Sa+d|D(=P}z}=
zHJh%jy;52-aJBZc?2kqJAjlL^1^eEldrA{BMAy1J$H<e7>OJhlRgdaY?BRUbS8}Mz
z(E$K8?hSeIKO1$hB~#jvFX^LAyT_X5BVFFL21e?2|I=thU6oowjb`wWIKg?jc14xz
zuv}y0hFf$co$JI!>#-2wO+OXOHeHWkX_IYM+w||2PinmqQRdf!Y+vRW4SI=te;G9Q
z<Dtj6HnRw7?W+%{Dbl&1X`fRa!1M7|_T(Cqv6pQI*<@us*JFwHf<e_%f{-89`jR|@
z_?qF~SDwkl;3r;Yc_t@Cbnnx@=$J31h<LKk^N1-NagJ5R^=VI%%geqii8oYkc)5ZI
zqCHo&`mI^jM1wEhO^u7@$bh7eFKsm-km!WQHmdYtiD@~N5wP$d>*?HlW#;TXvdNiq
zGjsRG<0mJPt8YUT(_J#Y*4v0EL_{bGAvsX0T+K(wFJ6~$5Ua;Cy5*t9+@Gfi*=60~
zyBKw)q=>58%ND`^+P?hJZULXJir3CWVdlQRG*0EyRvnSf4Da;>OaC#dt`ae;H>ssA
z&u+4)jxps)EsiL8Tk?&)43|4!56yI90O(I;wWtGPzp>l$Lcg}}o(?A@vd1i*E5T~%
z^9tkKO~k*kZan2wM);&m0+e}TQ*6kEm+>-EiM8`}w?-SspNgpBQ)1_<yTY(%MU4G9
z=-+q_w$ngg`>bfJ4N97T17GL4aR=>lW2gt9BTr$uyiQ0}i7CEO_cc`6n>WeRL0Z}8
zTeszXE4iIN9#dTo{t(YnZR1>)sMiqg^!OAtYgJ0Dq9J)V%iP%;izZIq9AtIwWCFS)
z`n;R?4I;WQ>8Xt_OoeqVvqsa#pNg<(t`Vzd{=Axfvs$bjI=0&NTj{aID^=8+r(H=G
z^~3v_<UeE{=-e!6I`(_`6=RQZX<aj;kR4LDt;Tn&+Hc*5rTi4q6k$;>@k_G-^n#Jw
zj%`ud%M-tEAFup0jTV}aYub}PV8PFv?*(-Pd)r6Q5MQ>U*>_Em<s<5*P9+~)bGvH3
zL#)G=WTgC5EWPS0g*I(_>&jTVW(jkIB_3qITusX9d(4|Mv&*xl*!SfUHLvG#Wbvn_
z$j~?K61^{#z=Gv$;~9~0pHJS#Ga@(S+3jXK&yGNb_t!=zq#}Of7I`V}DJ6(K`H4>a
zKA*5wS`BDhYNHmE<)@<c#%>ZiLa^{U&*P6~zjV%#pF@&*($v5EnPqd3ztWm*iAy_d
z<)NN3#^YS4)|#ifu_XzfX>8MuZ90hFf@R;3n3RdGQ4TPcim~hxt>kY&++S*HuqbDn
z);oPgO!}r@zvctA$jB5yjfT?|rs_04JilRoINetDNI1?;jj2(4a(T}b3w8{-QP%d}
zfP?O@h&Jq6B!Zu6>E)go{Op*boI?8Z`;I|)h$e&<WV3#mrAz!5%Xe<MlH-u20L9Uf
z@R%AY)+19w&a;#ec0QBiF8$;wmr5C_ML#($WDV{cC8&7ZHNKRmRwEhs>U3TtefyE|
z75S?33Ge#@`&=z=D<p45@}aB^bRd4A%l4K1n^LBZ2YMxhrT_J*J&W}jXTnN6@^F|V
z{>(73itbmUsyY>FIv6{abJ4GqIDDG;X(Tpr2x-*rtTsQr$Cp8u<T}x>OzGm2GUdah
z(@0s>_l;wvCxfn7!zp&2AThkP^h|!GM5M|_j;Iw!iOjF0r@AJ{uar1^HXPHLutD@`
zw&G~De5K}{;-F^*Z*#4#MYrGsIMv}=ensz(f0on8uS}7kr$B-)M+bCy7An>W?ZMt2
zy_r@no{T>uTFdA-dg0@HrZ~`s_`2v4?U+Hk$w!bC$U8<qG8*u%@Y7L23!;{~AH}CW
zFhsR`N>th}BdrS_sH6$+oGx*0nc5d7Lt_c5(F+|M*Or9;`hX0L=I=As(<L(LV7vvW
z1kL_-_Jj4YkFjV<2>LUBGFWn5f}KqA&FY39Imi8;5{vf8GyUhk3=0!F?^z!^)$p7)
z{$@Se2Ai6%a=+quWRKW$;d?R22d`gcW4a6R^omxQyhz=VU#TOKcf%xjv~kWWr%o&Z
zF_LKIjnR^MmA~+IklUB<X+u`vH>LxZCt}P=%J^9=2<aff3h?#Cdn`yJvD5gsF>Q{(
zqBT#x_>HabWlY=hi|Mw~FfPUPt?wblOR~dM5`1v!Uq^#}BerDvJSSA^Or(fg%Mp@m
zlorXUqtQ%f&fiePfS#uE5U((@&9PovLJ`}Q8ZJ${@!yv8LE>|*yoMSjR)5lzTk5?b
zu4JDT*=+4GIJcki4cVERvPk;7{GT|fk50*sjI~1zA8VhJp&j26Dr~r;9RK~2A}v>H
zsMINm1l=*YVsAKEZ^apCgkxs))X-@fqHI6<lsw9~+e<&idoe|oEp=86<=8`Ultk2;
zEQDso<3!(yp3A6@kVoy6%xSw8DSu;s8C~wwcMSV;n^+WIYl&|1?n`Y5(j!oEV%;)I
zynIe7DRH9J`*<6BF7evIKgS=+sY&J^-BY5Xi?a_^O!FEl?Y_!Uy|guq&yTi=kR9O#
zFv+EqzWauXz1Qd!PLn4psZE1nuUMXSYPH6(PO4E*zDiEPu}-XG#`a*_pPZ1&>Uf-@
zuTgm(@e%8t3<Z6WHN?bWoY;n)e-P63D3qmEilrh)d_MFj#QVg1<#~-pz<0xYYoqV!
z(W<|$740}jcy7M3XEq`&cZ{4|CW}v$%-T}TjEOcx6vVE|j7@!}h-yd3C^(6q$2fD&
z(&rPcp?+JxCITWysv7n<14~B@w(6l-u*k0VV_Rddh=L+)WRzlkd4wNAeF$qW>L~w!
zjZc1vB8j(V|4-*Fk@=<%D9^0tIHNTYQ83oY^6otbj_-;65GF&gcGbb59s#1;b$pGV
z*pG_540aI7N7ueR`={}5nPS_X)fZC?uAqJK&t99XJsfbQQvf1P9$^#c5F}C<XTL66
zCIF0R;5x=yR4BjRqga>pSi9zO7vB@}mbJiY7~{huB*TeLp~@ZU;Qp9l9XdtUB|2qI
zBFXEutLt#Vot$b^zscmCThF($X7QZ62;bJ)gx)-?#F%c_eLQ{a!ub#p`nj$V6}Q$a
zPlsIBIFGK~QmMv(_f*fPZ+qS+(nIcTjEBxxb!0B}?GsmRxh|(z&}qbv?4>2=fpsUp
zk9S#HjeGNp33jT(OzmcEXLjsswP>pHo|0c__6%!|JjZEpNW1^$oxWT;|D`v77R%d|
zDw;}|B<J;@$K#!|(0ES{fkjnTb<9)uWQE7);_OQo#pzBLcB*@qMXvdDDj(e`)78D4
z9iy@~{S;iA@`z`6BrBgio++TewI_$zuj;$p<~r;At@yex9_>O`Uyv$!wN*`B&v9+x
z8RZ(7s2Lu$?aJ9#cD)N;)&Sl6XvoGupImxfV)msBaf<AK)^*&C>AcxnX6Ow?%g|T-
z&?urz41IodP?76`Zp^U7^P&EW7ku0PPaQ6z-@bl^I?=%ET~%}$fb!{J?N5P-j(iZ2
zb44%WbEt2Im{^@NF|Iwe0eqF7Ot{?A=V<C$+dHP_dOhNMrdpeQO?ZdsBS#VY8@+pz
z<5fGw;SujrK6X#ew0Fwys~NqUl^h9u;a(xC*^GUy7numjD=S(jpi1ZD((0OVPY%()
zFD%}_fwiDB2ui)S^-bscSQkdJOoSUtrQV@#cjIVwD$97z(%t9p^z{^lP7EvK<!LW?
zRIRM_=SC>J!%Ur|vHW~&zEbHI_R)t=l{oT#{?xfXrHV^XOywos#E3!jv&k)4_@{$p
z(Bm_Xj-e5?PWDpDvLaJhEuHimTT^CCI^MdxOff|>ZJlOID5=QZAKv4M;Z!zI)<0T@
zefW^K=&hEisN6kuOzJLp0nqfe{mj(0?GRF(>On}hO`2oL&h=6*mf9uCX|K_kv))I$
z9nE^VN~G(a3hM{COFO2hFT`i?z@L~J;#~WB5%MJ(qQUTB;`_8Skv%e;xH9&q#}rn7
zKfP_a{le16@vq*6o_cmz#qS#<O4<kH)JDepBU(_=s~fL_go>`782J(^_JvR%bbnC$
zd(evPVI1Sr)A)b<{`&p4{6>embw&T-9mSSSbNL+O8Wgz<xD}qK8}Tf-$U^^O|3$S0
zu*ZJ+9+UzR(k1`V<Hr50+js}lnA-Dn^XWU<7ew?L$N#;0IbJ7AnBY{Zq>gL&k^J{!
ztM#7G`7GqCrSH--lSe~MbvtA=KXi#|>Le_uDM!eT)ESyw<e3TWZ@>@4FTQ7%joNR`
zeni-N`5mwQC8}y4R@!0DB-<_52v$DQlJmHTaqyiz|6NCQB&QX_=g}eAXl2nNUT%%f
z&xTKXvhdv7_GE2qMPnrYX_Lgiw|#uy*@V7t%u?aQQGZjkvn7Sfx8VvqLDX|cE-sz0
zgzapjQf!@<ENB_8u}`OtMtL#+{kKLRrU1uwoik4QP}QtcOe5_!r885%zhRVQhU}JH
zTZ>5h*jgr_ZN1WJG)jn+BX<pzSLlccnb<;H7-_#Hc`BtF$~k9V8)wGS&HnDhx3A8A
zZ&OrH$2HKPyB+O~A+PY0{al~e*(cxYRvq1S>Q%s2W1HCr{i0G^Jw~2<FTK<1rlG?A
zLaD!+=YU3t`b?3ZSVop4YuyUuR66P$j_<NyqN}2<&bSwyuxVtUQoP+}VbC8v8X^9a
z^X0Y4OOD5@_xCJM_H(EWdS}|zC5TnU&QPa`cUI6tFds{A&!s6Ab#xQU*RfEIAZs$+
zV@ssF#51CR=pHyU#e!{6RjiK1|JK&4yu?BjKTj87Ap_y4#u2!#t-TV_#rrBwPnGtQ
zL8IR5c!jjkDWb~f?;`RZ$!)16*6xY0sDI4&@#BRM`yAnGOk;_pWwdL)j5hvmvG)tB
zyZmj?J#(4wt+me_Rx&^GtjR@vWu6>gOZ2CuDS8lJDIr}(NM48Ds4aCwosxUaX_@PK
zkPkkODW}@EgQreJx=cUOZCf2Xj}<RHarmZrn#x=KatYC@mhpqF754v=$)%&~p2a#$
zU3p^vh*tNda#_jd%Dp1bk#y5(vNQJ$6O%ih4>Uo)q`5i7Kx9Ln4|&O&?(U1nV!Jnw
zMn0mW@!bG%Rd?H7lqFor8&PJaRtKWvV>_L<glb%8K5pvgJSuuk+I+}uE$uui&G+_u
zVtaa=oZ}}#qtv~eR%eWDOH1HXNY5N=1f6$q$E?)cPLkvBXm>#BrJ(1E-Y|BM#<hv#
z<cj`$Y&;c3=K854Yzf^_at1odS>m*^U8j{XvL33dCtT-4?=hWG*r%GtKT7K8Q@d<B
zOjUyUb$Oiikp|Nqy}PC>h|+7Tamy&+zIiI_Yo{X3q{gv#g^lKvF7;m18^+!}P3VZL
zDOl>#kBdDQS@rqMMjah8&suzJh+e<b{BxDUV^EQC#_wm<5fei#a);`=O>Z+-vD;Rg
z)wrv?hx4<hAC93Ky}`bdZ#g@46ejJx#4p9ir&Gy0=t^Ieee&0g_dVFiB~LwEt|V!h
zu1q>M-6!<Uh`1w{?9KFV_pe5;?6BYGj_Czt`{Db1w5IE$<>}HugW=iN`p&4~9fyo8
zELc=ktV#QEv{FZ_ct@<wT!q+&Sk8^tdPGb8s^>XZQXN4#K6OyTRqeQ8f*5)$##PE}
zi(JJNj&V^bAd~NVZBB<nv%#4y0YzS#Y)h-tmwqZ#^lPCr?+#wOX2RCiTCYuB!!72$
z;e+P9jHwg<-BMm#u6Vb)OS5Fzub$%hs_8y78KE<c%-MrMUmlM|SzLOj)zKd#*wWwd
zCpkB~78haQ1Om;y8Bc#_W;~X+j*1BJgW<EW#(D70M;%)xbR@dOEjSiRJ@Cia0(s3-
zM0kpv8})MVyj5kcTY@@8qO3Y}q^mcl5jvGCF^x2XNEyvXh722C$J4Wl)5LhktSb>7
z-}jMX+E{+~#({4Kr+lZ;Rw(cm^Zq5j5>bOl6fZ_oGwXdTeRjG06jY6HNP^m8d8!Iq
z`gr9kqLQqPj5>qwg!Z@>M=V(}RkU_=s$V1_+wRnhF=!_jJ={*I2nn-k_vH%f1+EYQ
zQ}a?35Nq1~>B5c}biX_k-&5qMVhXL(wVuOhUq$Q_Ztqgrdlhj8hJ3eqxhXpWbL--}
zZQA@cf0p|S?59)zXPeyYOBE_-UU|WjlU00W@?4+!j7Q$HvP!v$ZL~T7=5#MHINapq
z!+e!vTk<O<x9ayKjpE!QYvDCKUs>#ICFeDcWx+$Xf{urrV=cRv>-R*6QpUy+JsL7`
z=%7bK99d>9y(?|H;%l>W#<E?zC&ngfIkM6dRjj~u?wRgE11Bpa_ZT><c6w!;55Nob
zQ+dY7bx(;C3d$?JYm|$1V{8@6zus~sLZF?iND(Jv(1nn2P=8?(4$_pe;PQ3nDe?I`
zO2j%W!l9l<qJE~F(Kj4hF!n0yUEQZ0bHHswtEMcGU?ElAp+^n7H9cpLr%R5@y`@th
zvt0G{9jOr(Mfqev72!U#@8aBJZ+Cu7sR#?PgR~*j<ZC##tzMQmh-2|~lqDX^D%K2X
zo$ls^OLMFCGm}*!=lGrofwKAR+V`CRHCdhNxou??&ksGvJhOy_SsLl57+I}PvPFxO
z_e3;eg<Lg#q8&_Qt>UX!>&SmvyK-Alup=E5TE|a9jY57Sx0KPEjrbPxwxk7`l9hAY
zaFFXwGVAZo*Ddw@L(^K1O^c$tQiV}(if(H^b3FEyO4{dF;&-W`QeG9roJlEOF=2$C
z@o~1KSNT3%iIE{WZTsxv_swZi>e=#BT#2zTBVC;uJ~`ya!E=dMcds<9L4@~>9(Fuf
zs8{wAvkWyy`;^$EeOhO7_R_25DOX|+(*HnL#`m@^zcjff3mNB6wnc+aj+g6^1bIF(
zTVLDrRX2~<SFGKZWICougaM7n{tco}aKtD|iHx7nf@_Mx`-}cKppXZw9VO~<PS~c=
zfu6Q6pA?H-J&V!(&M4-TI}JLmu$#8l)kX8<?C*o`E|2*X+$8e4YJ0X5q92S(-jlT@
zqH=9;Wh!5%>6b21;JbJ}4qg%O5~J6$+PyOy;*|*=o<;rVA4Vf;+({S7e<haSH`xAK
zT+xdv)*wr$Jj<O<$>szc{1Grlveb)jJ=MsRc`j%#s;x&gj+!qECuQmAB0!`2c^Y#$
z#opR|sS%Jn<OS<S{{s1pB=<fwhkYJIvOaOOW(P~ZHRe!m2iKvJKX=<=Np|0+DX^e(
zy}>T?nqOBwtp#JsD|rMcT{@;5`9%7roqnowr%Gj_p5Ga*(B2&v<$ERG`tuSpe5)}H
z{f<3pxCY^`2k&o8J4d)B&0@}LJ-o6iH+qX1&53SU%bafMt{7RY+4B`J#lbuW_ueFL
zy7JSoQlAcT@0iH$V+Y8x!@awPcsnFfMgeRw5>;w$m?n|FIKt<vA(3rdw%C3C@j4D^
zCtZ@}DSxn)bc*IYuhBl2owB;bm6$5(S>x0)GWkTn$V|!wO>yZ-eYi@E$(0CKdj_M=
zzD(DW=o%yO84jr;gGIzHLNENWDUGN*T&rYdb54~w;`fP>se{Z<XKdwNsdGydtydyk
z_;|iI$5(x-rt5U~vTmg_nXXyBu}9+DsYae%RT4@1IO9C!BS?BrYlx{F(Tl35yyCIG
zjwK63)A^;yZY#e^>5CA-KOu6Nzin1e*^Wrw^;i3JLP;mC#HhUg*mcz&dDfVc5gz5n
z|MQ*wW!Bp1tz4QbzZ75XZ{sw>wQk`qA~i9WbRKAmR!)=0NYi26A0uCf&LQu`IYLA!
zicMY*-__!hz7-YICPJm%A?-Dla;?VCDz!{`CBl>Hv`f<4o3n`Dpu~a&M|zg?J5jI2
zMf7omCH1S^HVI<)U7Ty`$I?z0-$AW?!E<}xdwCSgR74lq&H0^~y(n5KLPSsG?3Oa&
zjJ%27NWPUOekL*U;j_Ktu8ThXANAWqsr1&a^N9Pr>tbm&Q{R<_Sl1cT&Lf{08}npe
zJ&V7lc*gw|w*&dKN~b`t#Ktr%IYUKOkuW~pi=hq*GM(8gso`h7i!D<x!d8CK_d;zQ
ze;AuiRyN*Wu)oIREGK+n-vL`nP>i8Prs8`_j?ovyKF%>c>eVVb-&~eFGa1W9X_d<>
zE(vMEvafLJv8-@*x&6~})aj0rMpsPY`cTzqB>7CwbW~$)?AT9<hpsNS4vr^YRZL3h
z;aizif!qG9l0wQFq%-Hz9TA;+Emp}luGCR!U&MHdz!I)LYQ-yoJv%&)wdayV9s|9t
z{5PGQ+6ks9@~UAYg|(fpeZ5(0@X;m4UbU$fkNLPaz35m&Ys(YTNxMwEVMaN*veYv%
zN3~LJVv3ZSs=T68!l2IE_gux-pw^!1qklGJbP(67%DtXaj624piH^%i`gG_TBrPYe
zsE2qup_PpG9QWwH#tO8fA#O&Z>bs@(=MDQKh~1Ilvd`T0HDBl6eXSjiq+~vuG46Oz
zIaFv)-*N1D2|ZoJ>;sAQLyScELAoR6dfu6FvZWS`upm!p>9R+aoC}^VJ=FQTX|IX%
zF6Iq+;&w>|g>*4f5b>MId&OsG!Kt`oTZm#j^(=3VDtL^pg*m4+S%tKtnw>mjI(%-(
zVt*oG(>}TJryN_1glgoP9o2KPx(#jEkJGm6aN9kQHTn>Zwa!uBe?6(*<vI3RB`~%D
zR7;j@6gzQaT^ZBIt4ZS;WzsvTvQ*BHVb?F!p6Lz~;>)?cINB#fhgZ9lt2=?bi)VuH
z5Yw(!&M3ymph}m}r!`4k$I<3IuJ5)>YqEY%L{qQtEM<P_LSmm6)2halVEyEJ!!<xc
zg!i0(%I~Qm@@&zVKE8Wsj?0d$H&SWW^1P91hl&Z@AIN!H#|oF&&x=gvHkws4w{GM+
zp-KI1$C@yvDBhDY*i3EvWsp2-`_!)UE{r63xx}OCb6IpA3I(Xh@~z>s@0FcWDUXS3
zi10h&rzOd&-xJeGJz1^#clqhiDB{u>q3)^S!5%ElZ-^zKd`8O^aHQFp9{(b3s^hnG
z%*;veSXTS-sPk|<HB7ZdJg%`G)f4#t*1RfdgpY_{u04G^-|($v3Ut<RjB0D&uSA93
z#^;hHick=#JDt{Yr{rKPKV%2-L7g^qQopHiYJW6Drztxz);`#1H27QdmbdL<jrBlG
zExaPued#?2AG?*vo78c#K9W^&uC}a!_#W^0NcD6yf?H{@)Vki;5sd^+B`khUE>H12
z5f+`1sa<#YRm^{5FWy~~xT(yuPO)Y^h+^4{5NZBTLPU<$JCf7=Q*2=Bt*Eq9i_A+j
zBkv1)_D9yO)-OFJpOO3YzR8|2zcXRLpMPxsPC*YUa%0^@Zn8X`JwitPdn!foI?v@g
zzNe&8+X~}v*D`4>&n@pMk*IR9+yT)qy{$AMuZTU<q&&q{c(G&tkk`e#F8xC^tKPR>
zU9Qz$N~*9^zojo^f2wF7o7)S{31U5sEn9ugW2`qysc5<KbnsQl7mO{%zB`a>l7rVg
zMM4zxm*E^g{pO}w2_kT)rMhw+4Y{mr8&AemLaJL<Sc#>~p^Wu`G8j{fM}C0_FTx^U
zA73q}&3KLZ^pNS?0ixoVBT0T(g{61Gry?{y=b7ITYd@=cj@wG|D~o8Kn<w}m_C}|X
z;4uRF4*qiXqgAV>T&YRyUerKtgauwN<3Tr(CCc*&Wa8)Y3HYphF3v6C`#N{LQ;_xk
z%&y<FvyR>GVqKR~8=+aY46-V&5!|Pi)Fw1;6B3$njW~)a_`6G#$a5{@XQx%=_dpw>
z;pv=hY*m`FeRo*f`J^O&H=^a((=DIYawSIOlS6&(cg`pMT_ns=&A)Xo4s@NOcE?fX
zjvYZw8e5)S-V;&9tDLuuf9PMI_!ZG++nh#>20KDm&(a+9{pH22fcrRfzarsKskWPQ
zf9WApo4PLO8Uatlt@)hpTG@`cMGOqL@KfpJa~%+&sb!B#DQ&qDp;5=@Plko;K!l-J
zeoKwO6;A%aGNSi*|F!-nnfR%NYRlfn7HSR;dIU~=W2a62SA{mQf7HT_@}4>t&opUg
zv?dinMIwjSMnh=%#C}TWO3a-?atvnbQ25H18zH$dO{PH_T`J3UfaZ)Py5wViWv$#%
zZKBrwgRPVCX$1I4-&jpZ{Q+c<YdnszE_wUzm*nXAR9!B~P|52C=@aYdVE#bdBTa5u
zf4d&jM=LpA?R8A@V>NS#326A3q7)ST-niUGMX;6}--C+miGYfJI>%J{$b0qfD~|Eb
zQIF1LJW%hpW4h|wQ2X^}K<k(^9l#@ej~rU_Yjo+vtF4sjmMfg;=NQNndlpH)jbazH
zZnRs2HMpg3o@4QI{;2Y)tGtF{KZ-yPtYhj*j_TB+^PZdm2NIilRqqWu5Mr6#c1^3A
zi7)ALLX?Q#!0BpFXLcZv_l(y;i)5Df#7Mxwt|E4zJrCFL5%lnwAVszHiWqOUrPht<
zLazdpNr)aAg{JvwQTYf?p)J5eo*ci9E<|cAFRZp$R>p*DZz?JKl2b{u7N_<JJW(C9
zMZV*=D7i*`5^s_dteH0IQwkz1^nr>->pYDZZ+e!maeN-^^;mw`dG*SW)#fY`_3e#`
z>KHP_Oi1RR&134fP^~<J5BS&OSz2om&uYEQqS@NGJK~v6&=3}MbGj$OgT3FAU*6A`
z@XXU^+7DUx)^m!r@``;k=pf<QBOlPZy4dR|`^ictHoI?Yp2_(UpZ2yEbfAbXs(C1L
zeF`M_3$j|vy<K$C?<u`hvgBKEvH|%B;su?A8hOKDiF*!mX^my1yeF+)*U9R{VP82@
zIF%Wpn;%^mb8BxrnxQ<dFCfRt)7-X*3ctN(+xNvr_XwW*QZKPfP_)KMy)wOmM)AKO
z{jDpBcjJ@P+bVax5ohcV#7L+!5KpAv#_}_L-zax6m1pc>P7_^8&l=MN&l8Kjyxt=Y
zO`qL@Pxr)V;2s_rH3se=xAHgpKj+12&d@g|&*aw0@YW=|hic@gbE@e|4X3=0^xMCh
zRl}=}BSNB+{I9oDN}n5hC+VqUPHJ-8p8d+mZ2lIy65~-{<@q~nuWZn^+5cGjVl*xN
ziF&tq9hY1fUn$p|swxo{Rlvz<kZIQ>Rjt0~Mk{(wnG}kT6z>yb9Zt30*3!f(gkos#
zrJU=PLMpaLqv*a3P0#8t`B&GO)N4EnYT+Oi6Sv8}pWL&>vDV+muS&Xtcf+&VkDfIN
zh}MI$`{_3^O?tSx4uxl4=Q@~K^S%B-9Gj>2PW(}({&Lu4dc$&i{G&<p-0ogzv^Tei
z-^Sikxpzt0ng8#tD>d)0g<HLn6Td+uIes#a&QD5rL~E)SO}o|Q30RT)W<{tVKQ!B>
z+2OY;@lv1Ml%L{CdixiHU8Unb)ml!|$G3z@=V;zAn@ct#+P_4P($ov9={c<d_Z(xt
zW*Jdyd_cb2SDimImX#b=e9satWwW1~r^MP9#i)^dys2dMVuNOhi}WDId4Ia~`?y)k
zJXn{gMh5iM(VosJ&)1^7O?BPXD7Bwei4bYG``1G*<+*j{P}e8Ii!>>FSC5l??Mt1r
zH<~1I&17pD)3#}fKG~9|04}^@I!O3F(M$6o*ikg?KL=I3(sE4^$IweMueg}gPD&n<
zuV<GN@kOj3a|9*IK1|w&34P}3{N&J>_I^A%*ZD$6jLP2doS!c7e2pb$iFPG5TXdLq
zk9vPilCOjZ8|gpoZ;7;n4%*Zrhl{Sq*sd<gy(TvK{-20WNAeAx;B&b~E%A`mIL;Q5
zg&{vZ$2XUu`8i2zC2XE=o*gPZo04K=USj>T$I7F2hxdS&^~(C&q))%K?CcmBd-Bkz
zXjZ4+8Vbc)c%Ejmh>?DG1o&Bfws1N2D!m72aIwlqzy6x16n&p#&vf3eIntwNzj51Y
z+&-db?*M!LZf6}<(pPxybjjSduT0p6+p!ned(u|SYxo%BlKn$(X(n&oD#vT7UpK^f
zoO5pd#@ZmQzjz&Oiv@3qm3PN_;>y!k^sKEtm53&uJtvZZi!nuxK!SJ6x}u(@7_?S1
zJ3>~}5tn*U$coeJ5YuOWiQz<2vcBoWU#c#TDtPwimwHU`BOln>X0HGpdQ=smRBdnP
z{+v@KFIg7Nvw2~hJDoH!kq}$vSnx`gx*7MU6lWp}RjT=jZl|ObU5)DM(X2V-ojPOU
zC?{532AnCkf$lsq;w<$z^X<e-DtKruS>(FC-CtvY2~KL_g<^z!hG(+4NBBw1^TECd
z&z$z`$&f{PB4&1wCwy%>5|6`sv(yvsbCP0<vNs0NLOGMK4I@;kX~=D@3E4KNk@lWL
z52Cdj_8a0gy5ad=cVSav8tsqkRF#*KM%tH3zr`(E;n)wI6ctfs+x^2}p^IDd^^y$B
zm!8|{eFP5r1GJ}7Gun|W?86vyM5Eq(QfZgDl0OgsC()^`ldl&~Eg~Dg{}_*ESKhSs
z^`-5o{Hx8J_+j8Ir+C%8+illb4ViXNwdA;tqLt2M9@FY?#%VuM`bH*Wb)WYb>Z!|M
zjP-KiWA}4w&ZLK8<?b<Esjp1t{~kM|l&L(Qyw?nAimYcN>fTxpMQU}b90j??mi!;O
zTph3OwJB4|uBiM<`CM`g(LFg5brLQ0ggTBXMaq895=U)T&J>4tSCO-dPluz*g?C$4
zJ6bZg@jW>T#j#}iKtcZOb=YG8U8l4t-@N@wj>7Y0^?H%>bz2nd5>SV7vZKBya5<OQ
zm(7nYX^ez^_$5ho%IuFuD;Qs15{u4@XAbPoCGVuZ3=-q#f~yL2{{DOo)>M5TX{@Wn
z&3bjHjMw0MDLtHO?~(faUiGb4HnCM&P1+x%><YVrVjp=~x3_DS@$=L4s@KMq=-K6L
zz?LVGlks)uyh1zX&(^#lc4?%OY$FWYo}7_mAp1tHJM9pO5cHk05>Wx|mLqW8-a>~m
z>WQ`Gc$JiM_f?w)1-j~&_tJ<pB{Oq+Bv^HIoh@Sl^;FiDsZx{Tk}CM8^tQCxnLaO|
z{FJX3tO)XnRnbh1q&<|c;rIDn?0#gw6X!$6r^?~KEzh#8QE4n+x~If|-;j`M?^<4^
zptp+Isk~d9^V)Vo@)Ab*;N@Lpd#2}HxWsL1$;)TwRP-LJy&{z!DO7i{PBoiKAybYx
zF(lHdy_73$Ay?)pr^!|2JrS;LJ2T5?jycK%C4AWOu5+`Bx6gjEl~K}9YqxjuQV);S
z*&3mo>&-uM^(rqLA(Uk&vmWQKkK{Kq#ba)x1LdVY9df*pWNurXfmV7V+AV2n>VC-N
z@fpB6BAteC*VcqOg%j>^w{X(QeY&Nb;HWD#T<q$DpTc$AZq+&-b#DB|5J~U4_jE)Q
zT1SPyiT`xDP<d3kSA@J?niLB@wAIK2W_rlBm#H#8rz>^t5fNzm%Jyh#{$-4YZc?37
zta>Tl#<QVI3I9=ZvfEDH=+h5t(K54~9A=D`ccdOI-!h&7a1>5<-NiU#J5>4*7mK)(
zK6g8WX9T8P5;()JHV+N$zdtUWx7TVNw~kCpI^mgNgP5?(2{=AG;Z%Gh8mC&{hNsNi
zZ!Jeqhc!6orye6WR6Q;O4$Z6c-YxvjSXRmm-uAqqHt2eXoCRGctnec`adXY$dWT#O
z>q$CWldCVsx>BV0aLAW<XT>j-*)c~%3dBulXg}Tep>dDziEm?x+Fv`<yFlL1F)>dM
zKI3`vl~|geup>)odvdMoJOt2EGjg6TV>*I@-uJoe7t=51F_&lg`>(|7k^MtNqs~!i
z#e^s3snz7HM{||ly7HqnR6fChxl+;(RBv>y;&#$sqSBQbDrPxc-6d+6TIx9*^d}(K
zd&Dp7u$jsnS7M5g$pFc1^N#%VM2}+X@>A9jx0Y(UaK=)tK5Aw7Bk5`B?x^V=QER+D
zV_LBTO*NNulW4m4w#=>6(ABUgW9zZ7vOe@va}IjlXDMZ4YtFHg%BeJ;h2NvXqWxr?
zx-_n>s3U_q3f-Y-N2eFN&vbVwRpg4wT>8c6730$$P&l1_U*g##eoN0w^kTPcOZ;{e
z|Fq{Czp0gf^mb4?pYDAI@l;Pw*IoS{=Z{a3OCGVZigWp3?jXKF5_9d0H<4eNBH}&b
zd+Lbfqs+}BQ!hJbMohf{Y||2=GD{}ZbwoOm2O5!8&vhp>XQ~nTy?n*7GL}|c{hm4+
z#W3RvQe0o%KJsP7O(h6Fmq@`+rpU3t4<vfJW1hJ)Ikn(HqSnV&v!L5Hw$?S;=sB$a
z=^dQg9ZxAksyWSp+(vpn7M0z1b5-=u?H*1lT#r!|m?_4ba&$0ZjXs)4G%__^hhxft
zoGd^b;Y^?DdVqP;>K)cOWz(vz&bKK~7n!G!{F1V3cz(U{lvJZqS46(%u9$4#hqC5!
zuYmWC-&|S&MBI^o%4M%k9iD?+X@~Vu_D%Z*#xu%<;)cZ{oMLt_+gI@N?C--Wd}!wl
z-M4@Ie#%Fvz?qnHaxJb+Ws0BYs8(WCYzOB=wJ8r>Pcw_bzpp<#Uz^Uc#8tl{9+qgl
z-#GT`M3ZX+ZRYgST6{G$+DQOKVmwX{bodc?6w%F3A4-^Ndb#9A%at09<U2tl<?GzS
z)a59a&m|1yr??WMQmymJki|sC?p1q$W3OikODyFzEXcgPU9I(H3dOc+TU7X|LWSQ;
z7Z^Icc4ig&XnzT(y6BMsTzhI#6-U5WI?-c`b6jei)A<fy;H*+2xf-5w5;0uwMOeq<
z8bI8t@3h8K>V0}CXEi*Uho;=A_F(4Tkt5i{$DP^^<-2M&H}(bgmm%cYI|ij6*^NH8
zN4~Z*r{qe@m6&r#hp#ibKkp9tig=}MU&mm|E!nN)G0Csj-mB%g<wtN$UJ=o)x&xNF
zc=p%W#6QY<k!89$$Pix1gW;@nIv8RZ-ya!$;vj=Y?3s#jl=gdT{m44ow?jNe9Ir9O
z|KGinpD|77)@33D|91^3kF^%1rj?F1iG7wA7E9bQK4_M-M~ujE>MPMHa%rcB&ksQ(
zk<ZL$!X=!!<p)Dd3E}+6qBo{1=ATNQe}oe~iSHlp!l@&{`^;%Lw!7>w<+Je`h$)6H
z!pf>1FwJw<kf@8ejs*Vlm)FsRxE&wuk-f$1L)KNy8?r-bPYT^XdB=h>eVV*7rUB7^
z{KmSA{E_M~<4+|?p?0iuU&s5k$gFTi`aPQ$CW+Rr4ECpv*I5k}p2Ct10aZ<EVpQXE
zS2_8ntlre{5V0@E*0p<>l3r5D=TV-f;}iKHkEh)w{~UgDjg;b!rI>nK&to1FIuhT0
z8PlA;S(|s5!z6#!E2U$(_O-IDS3QSC-Vi6Km23Z^XiELSl{qxZJC=9kG*a!TcZWu7
z-^ypEnwF+I&>2A&0y8kksOj{pEs>ShpDT07$Rle0YrZCH_{32v(azhoa;?veKgB5$
zK5;c^0_Av9r<c4CP7P$14$(Ge2ckc63OcSOE$)`2#8Y0OYQo8=WMds6(;7T?bF^kC
z(NI$$vxScY&ih6ivLrEWw$)Q58v4MMjUa!dQ?c$39832;8uZ1f@OhU2{<)-SNrUYz
zPwef5W=lBs<{hyI5gVLi)@gm$`~FDO@p9i#u<jop5<f<3otZ0m0mq#`9-*LD%JW4_
z8mAUbl)5dy5?7UCG&-qND~JwGJk4jJ#@RLl8lk~!heM8r>CS8PUn$G2S7J2kYujTj
zmnQ}4N`!-0TslQ`!G?NNM2tkgEqXYQ?IjWXzobFz`{Xh-&0Hv#5#d7%gU_>{<Qg^4
zkg2ATZ6Ho^d}ALXN6>mtj7k2!<e54H6NQ{=>eiAk65;EmS&Uc{N?%yV%H#Kb2f5kb
z7$UsKx%w3yKU-2tIgcEPqV1O0sP`Q5HFTkq!y`3us8*3Vf=k30LNi~jIs%LKwtQ=A
z>)GHjKRx?u(AU!1wHZIX5)^BVSe9F>=;{>NTb?!R4yoC<UcE-D(U0SKh2Iz#;bX14
zKBj)JevDSVGJe|K8BaiPJ}qai#u?dpeICn?<_ffB_NkIMviWDVP%FlhG*F!9^XDId
zh4sr$KV(JnTv{yh^|8;_LWA<2h$_U%<cQn2w7)(ia=&`^7o*E7(}VOw(vyAabp<MN
z*MBuUWJuo*=PJe7>m)_{^G<$sn~mRlebHB}Y6ICuJlImAq0QbpQ2Ey{%`5YG<LyY2
zVoYT&GqwWdnkuhEtBk6>dmL@nYkwU?&oKPL&(=9RwP=G1#@<{bqlh&{mdS|{``{<m
z`<nKbBzl%}`~IV?{O5*hULPI7JI!_G1bZ^HkyIan!aLEHG9E|pN>e*;*s4dKpP5yy
zogaD(n)b@nw)y(fD`aJnHAEk3wG%1dFe^*$F4og6o#&B%7-wQ*ov4$wZoi9mA{pNH
zjIS7lW|`(Ej?L9B_Sb|+PD>29zZ|n`0m(^zPt2vgX#$Q`@4YuNjxBy9Gn&1+>~$Rx
z7i&UCYgBxMB~NGV(pQF$texFV8Hzd;kHO^HxXridJx#M+hUmFj&OjXz0gh*RojNn8
zIUVC%*ze3blv5lPM{L{K{&KL7(@wioQPzCl>F@cOK5Fe3%KMlU8_+j1jW3pWE~0m1
zt-6F$86eFMP!E=@*)meBZC}jVgOr#;G0_vNifgj@EAvN~y&GAXUTn2Bi8nOmrgIx?
z*uB<1;%#>k&2t!R#BEUQ?GPiOS*h;nZL}M@q#$w_cgB@5Y|E7;l<XA*C7mF2uGT7k
zNP(WW#g33ARGO!#95OkI7bb6LJ=TlrM@&0?K2Wq?r=-#qd%7)@EALrC?GwF~JD}T5
zlUcE5(|J$KqF|@pk@$21vuEa+f#LgH)W4zG#`L}X60Ys7^9%E9n>|QKrc*Q5;F=Gm
zE}a-HK39*##x=ir-otsVcHhaM-XV27#+6v4vrmur=t{H-z6>&{d5mNO9)x`Eqg*tl
z9-Xm7IZgCQS~1dzy}cMclwzhOawkqI?nU$5xAk(%D3<TRk_}=dm(sSZF^N5<GP+E&
z>!v#rLMGtXw049lrpZ{_MW;Hnpi(6=UjZdI`RjXFxU{3d{R3>4=X2+CU+nsb*Zr6-
zQ6?p(rptVUNu8`jSxZ&zQa0kJwP2h_Bu#s6R%&UlDm9j<7in46Ydh!Xk&)YNkDKWk
zny#n4Xy%!YmROajWZV3qY-c22ntrLXF*GYFtwGI;plh3HA5%*0!$Y3r{Yh_3SKT#F
zF3yGbX{*|*tjm?x36ZNgy+Hg&PWA{oX=aCH9glaq+Xf882Fyj8;@LyOsicyPiFb?%
z4ZU%FIx3d5Igat>E=5V6of4d%RPt#bx~MNvUa9X5dK~ysWY~`4m1c$$Au*{jqR&w_
zm*=?u<YzrIF-nmTRk;Wq*%0UD7JVf(?Z`|=p_@lUUZK>Fd&m>J7G-^rrAOAMIHnIh
z)1M4+Vjr5=8rIhtXhff6S;!4c&rXvMfY)1kaxLp{JucsEkZ_IZ<g#;=1@Y|Ny!{|k
zw{_QMO|mtc>49ZR=*Hn}g_1sWIrq!3Xgpq>bva^xa+=bbP?eaNe9|Y|@tf2!X?hpk
zT;w-u@!UlvDYl1msMJw0C)daEO_}}Fb3f0y$cK!%Qp!$wg}lVLM;qTuJ~o*jI_>{q
z{an6Ba+*(bzQvwJ`LvcRB_cmjGa*u*;OWpw<+HaVDeui-)Z}SOt9&O(gkbABbdG>*
zxB8T(F^6-8uX}Pwwo*GW=|&`{8T&%}@&en)u0}NV9m`hBM%4E8>`N28F|8rcwC&RC
z<56kRxiVcrzQ<DMN%^F6dZV=Ga!a`_--9bTBCNCLK8U)Qco0>;_my2xD0|G>A%8|5
zCY=PsZrxf3P_O*7@QVl#JN{;<zff%%@Aip#)mP6by+|UboL6}6@=dV;OjSBJWW?`C
z(;K@Re5^D1NKA@;VLwNnP(MFQq+FRI)l`^-6MnJ>Q<Isn8S~iss2JPc92>b~w3Di6
zj||mYqnq|Z#j#nhgtekUKkbdCtX}HMls4#Y_76*2s^VDkPW>`*jz-q5)IBjZbhrD|
zEo%~eu8Qp#WxN)*^{ahlrR=&+4W7@U;dPS-$*~}V<=f^o!k));Osm|nXl~HeK`R{N
z8BVD|6i=-|=U1`!Am&N@M!6j1bRfSOUm4f&RJ(otevczot!0lRy-Rxf7Il4fCOvtN
zg2=^ty5{Wb*4<?#4rN)GTwd~J>;A3i>8dIsH8+NS5N4Rfdxp1-(Mv4U-%_4A_jlkI
z`UNYI=Pp^nOF6pwJrN4o@@Sg8%OjL1?QOgkT2@erg1WsXkT6;AV~ZEY9TBCZ^dpMb
zeT+ye#%GX^<>g0{8fM<<bNKTm#{H$4PC2ah-01|)!)>QbMf6g=s|`!cg%;T<?}@Q^
zKU#gxrt(ne1E-Pf|ML1`bxuDe+fZU*AFgLlm}vRR<OYw0K278XNg7L5DMz5&clDuV
zd^gc)tphSdq=PoZ_rsdzn$da1oc28}CSC;k8IIAfO8i2Ulh;h;Rq5=H<XJI~k&d@H
zd|%i-WM|W--1|hYPUQ%H*y$2;h<$uh9Q;N6>m_@EG{;y=9L%O?D&Z%g#@n_tt$cc#
z!X8TpZ|mou<ZDLfez^3EX{~Ea^Q5*B(<(yZ{?z<j;eGu&bc^JIIw+E%4$a!0`n}P3
zmTT#h1)b?8%9p%Ydu7TUJS*02DW$Aeo}JgmxO*wmXN9z_RsOm({yY`%?qX@{qsx>E
z)V-0>p9ecr?(TE@SH^$&%8BEi_?{AjW+qdCrpxiQeMM5oRt}leDN|GWPJQ19N$s8p
z37X4K=Pl=7Q7>m70Tw7}!%s~wATx8En!jg?#7}Rb1N8hIcj(5^dCHG6+PJ>j*L!oV
zS|W13VFTkHRqUjrT)S>dIiJ$Xdl*V&s?vLoHpvqaEV*R5`*I(Rs3?}&go8B`Yl0G)
zcX5*+#<P1^cq({RvO81Bo}SKCN;aJjF=b06Ivp23sXP(PdBfNE@1?gdQPi)10^dm8
z%bx$iXTl!+`0lqij55*LKwsKt>DSvnFC0guHMGROM4Vpr)!VQ?L~obm>R37w-}(+@
zcK6d|U!p|%=cj5M!E;4g%Tv6{+%MAQbX}`E@WYiI_Q_942GuQy{jb++jzfb5#2>h0
z){l8d_-Sx-{06a{#hR#hz1HZZ%G(bXmujNv5m=rLlU?bvV(P7P&U@C#^s@q~<D=8O
z7N^x2<I6p|y54G`9@#-A&rb27k@2Wp?$`xIe2N}qg7qnp5yPpcMyIl(8+eOH_8u{=
zZKbP5F=jHQ4x|W4uLluxoHJ*b^m@<s`|<T3Bk4jauG(+t>D67xmm+-bjL_A*{uVhZ
z@A2nG=;--V<^wq=(-3Dq@MHS*<~mHu>48Iiw#s<crp)A?^IDC*4q56KnA^R9KR5Ng
z+N@6OE6wpwC!vtJCJv8eiCm!Ga+?}YUDAo|=ocWv$Zp}wA>-uu(NYQ5D_f;oQmTw)
zl})Qr%BzLBPKXdid$C$pVJv-hInv&(91p%iOs8%4t$IwHPOKt=@ts@J0I^OY$Jj!R
z)_a6R_TIe%)x^+{j?;Vo)U^;z6JWK)E4kD*EmvY($|&LCDZ^jN57=YbY<X&VPYs8%
z_+$Eb$7YF%zq+jtK!h^o8QBhH!+f4US+OU^L%O4D`z4P;hBwzbwcr>`iu~HovpIr;
zZTZZj<cSIP?Odx>Hp(^CawT4OoM(n!!sn*f)gza*4#~li2RYp;^c<1L#O(g_6-eJ1
z`xO*xVVj5=VzkJDD7B3bQ|b&>0DgMwx}=9`e?+RXjQh<~#f4gK#MxSvxJA;+dm`B*
zc2dVGF*8%t(W$B}6G5K}m3MOxDU%t(LbIz`J7Rp#htA_0ci)iB|IqeX_4gsg`Y@)Q
zx<j#8s+>jC+Pd~$$~*ZX@4<myam}0h?=`d6c}}}E&k_4T5mmsVPMo%w539I0CL&{W
z{@;vGwW+IDOfSW}FIQ5_m54TUhA7+VYyX#lTfYt0+5VCP9xTuIhQd$3h<lNE<GuY)
zViE6XV@=gF82IFS^NQXmk6h-eB4`@P!(R3bB=QgHl_DXaBD`&epwu?>h-iJQriM-?
zV@NF~(trE=PweAvlba*xbKR)p)q72p*y|+gcAbn=c=ylz%EEWrd!2&@3bo9@r^>ST
zN@w?@+s}BV<DXwMy6o*IGNsaWPOT>Fx@Lc`6?^DieJ$DBeoG$HHL{@eG_%%QWCuKZ
z%MN((pNZV4uxck$-s9&S!)nEAR(Gt;cgOTmzO5C{-nNUg4}ER5$<Prr@_4)SP?Iko
z=PBtL-JfRaf@_oU{q-X|lHGc=@en)fQomNJ%e4^6IUPsHRU3`)5BA2R9cM^QY(wyF
zubH;k+drdn<Nn8z4cRugop)5FtUD{ZJsWcrCTJA(#N=-gd9=qMR0ia$p&~#&=FjG5
zKOUkqRS4A!`Ph2@)ngauYL3E+4gAiqs-NqlA`-w`LHc`EVQe#VJ|$_(HC0WEA43;a
z<P%-KEa)P7#BW$?!j>y_x)4JqEMJ`vi}rv2-Xg|(_Al<6*w)V0sDgjnW<!pV81<`u
zZJs1KbZP;$-0%^2hz8M<Ut6yno)J0y)9D#3ESBUyP0!G8c^UBFgZyd0@{>{MRMvtX
z6{4a)7zR2O9t?<Xoe&Q_MxqRz-~Tu{9_@4d!+-<J8SS@3yY8=v=}{zq_O;3JpH9dj
z&0+g-=siE3<hJ(y9>EzrE;#e$u!fiy9arU!!h+`ggX!DbgPnYHGFg$<%`GS$Vf5IZ
zO5>3QLgW3;P*5AEDvj2|YQ~thi~w_5xbNvxZK(08T2Gx)9lmH~_Ak|{;@kFy#Q41S
zgik>~A2}jUil|ke_Sc1ERIeIk9vce9sxj}5K!PRL`Q~xo!V#-paXazcKg|PVdLR8@
zoQXwu1v6LK?{dUMl30S66FlbE>FEX6*!!kE5ozVca<pYuDyERv>E^2}$9Nj**h$p6
zZ8CIskSo_uF_pGmZO`qQI`hT#q_RQF`+c@vapWfQxs<9Jerwm!(_b4-_2(Qxmnj-y
z@s3nxn?A5yVtiJG@&MaQQHhE5_1)PI);aNKTVwF-6tvM<qkl8~j105#)U7m!DVm<p
zBH6K@@OsE>jitx;4|vZWF)2Qgdgbv$u=n&D(-${q|EaP?T?8#?<9i~s(v<8N2JzDY
zD?7^IIo(wyU+D~s|GwmJZDzkjr75-eM07r5-!!#jOfT?CUzG^ykeS<8y#+!v`qP1j
z7s0u&E<<;;%m|};<+@`nZAzX``H4rac&^pMjMrNEr16z<ABFaRm1vN7=3KIClKou1
z7JnM9j=Kh(CVbsf;#;HL-rQ$Q&naa%sai7q!Zf<31{{+Q$?c2JF(~!=k|o~Oj}xl2
zXT^Ik6p^6MweOZQuI0(Z5d!{}OVW0$YmAHOICE!b?2lk=HGiM=G^PpDdbI0N8HxEF
zhTz$jORvp--hIDEl&K4f;+9Sn*k0G<Nbo8=8X?-R&%xSurq63zEn|vM@kZ~lk0?Ih
zZ)+JTpO1vFhGU(-uSDS6@%~PiPXkYjew04D6MyPw;{fM?;(NY$FPrKMPzMKdW5)N4
zeJi24W|+#A5<gE`PdcyGkCH#nV?lMUr{5(U>|<2NIxD<Kug2Bp^sF&$u(;B!>f|T)
zJEl>><w*D%+uJcU+V%?5|MrX7;>X4<rn{?~)@ei)4qt{^_Htg~C`|BKGx}dy4+7`P
zs8;z$LmyLXOW$*jTH4VfId4O@EY;ia5l%YIZdxV=y-ZYHr`d7HT>f93wIMr7&Q#fy
zZU4$>2E}d;_KcPCq#|oap;OLZvNn&7dK(cEK3wW|WojV($8&3A{+|D~m50TnH|YNv
z^uraS3bh#~6W=w>g5E%@=}d$xcJ;npRaf0T`|g?jg`e#AOiQ^kc)09j_{ILyzw2k;
z+CL&~=3f!xeQn==c=rFD{rlO!*(b*TqI0Cu+phJBTi%URqwg3M&kZ@>B^{aLqhAn9
zUrI)Kr9>R_ryn0HpNbH1sdA3Y56KZbU0d*#h~q1Lh_Ol!27iIo_u@THXi9G-`^usd
z1Y5LMd`}-voo|-vCQFnp{hOF-Ef&26F*Rj087u9BVXcy%pr%8{i;V9>`#zR}m`*Lo
z%6nR{k|o3sxnqbw82pm41kmNmEGp1Pc(?5UUXPcY$9<#f7xtgtLT?jc<#ab+Yil)B
zFKu6%|1GMzw^t&gZ+6S<W(yVXn=L^r5jn6I-FeS0FLYIj5(*qGo65{Q96Zk3Mn}~~
z$!T+z6&V}u_$WmCiP?Z-x&6rO@pD5-HAg4bv9|P+W)Eq~TuEEJh1l|xa@TUDMFJcx
zwJ^@Wpref3DQDo+ZPd{#$WfwC&qp2*@li=fR`{v7E`;|7UCFGv2;V9B40n-2It`Zj
zT(0zT?{;~mjNiG^B8}s7sy;CLh+nID*{ZNnw~hEs|KYK#Tqi?*U~5EOHF)GTeR(Qu
z=yoz2vW0lcs=UGZyCEHq*X>TnDOM~JI_QmIjeU+NA5%(Rsj1?7+N4uwC$g$vo0g|m
zsU96V3ZS&t3nCfiRLo;#bUZQi1H(ptIa*yP=X5;To_^oBv`sD4&Cz<^lH9VoeIlA3
zFR#p^BeSe}KmL+mN%%BVnyDmc`YF##omx^lmXu{GrrZGdKu0#fuQD?{MN9l9VHQdv
zylY)vXu0Q3nc-f{viKe?Ia21!F&_ciGHIZUm0PG=>I68@gH&s3OhvNpWYVd2=9~w4
zer1|vq%spn0Dah=TK;T|jZ74tQMt1nYR+T(aG-c}PY*V95ZZ_wPGmQ+=ga5nC|?y}
z(zS7P*N2iB$YToX??T6tPo-Tc*L8ePAGRgGW1M#!Q=+6z%atCCOxlj<$MfPf*n*_I
zrw5z*$RAI*OYM%?57V_fU8!TqBV)~3Few+BU+F{li&?!p6Lj?RFps5-ZCdcg_w=B1
zznpnoF@H}ldk+R*hndb~HOe(ie!jHL<%(^+(nCk(HSop~9ig162G|iKk)QF#N}a<5
zVXcPxETY;y{dgZvsEM~DyE4TROI*Hw<9mA0;VC9Q(}e)VINc-Hy1G8an)8`GFr{z7
zJ$=Zi&f|}zDnLSt4-1#@ZE_S)b(zDpdwP*hv+84{^xiSqfI3)C!Ir6RwR`%Ij%yQC
zso3*J)k^gV{mi7FocqF`W1njG`aL~JmGc`@(VxEU?2|rhiU*U9WHqC0&^*wv^mC>%
zI;9>zZ?~$M0{qKpU5j?gm7iLFKN(iFIICJCs~F0$=W}{$7<9>Hkt<VbGTqGOW9+r{
zaF;4DXBSLmkDXz3+eFXNwegc%uJoWIwi|0~N5j`xep--}_w-<62NoK;q#bi3x1C+y
zgO4mO7^j@2Lmn;Yv|P)_ZK$X2johzsM0_PzFtr~woslDo<)VjzUWqL;q3YVW*10~m
zL`aUY<S^E$q~27Il$xb>rH6VxpSnZ`zhciR=VUA1Wpv8GQ)@@xm55}=^z^!)T%%5j
zdKr<bKjepRzw2PiBM^FmuoTRT8RMegW{EEKd)jevRuSE3C9UGhSqneodzLXVpEp%>
zwOfgdZ-gzHkQ+ZY=URNvT5J)bsLt53HsgDi5#bFn7oNzG-D%|WsgK3H#8!>v3mIRM
zulha9=&+Y$oSD`_HlND8=8F^G(qRzUQ(~=C;JiPe6Viyc=#As4=XDQ7H}WvyHMG>}
zXA#z;b*?xqtaq#e68mvS$2VhCoGcQfidIEzwR0^J-_yD(e2?5*PBeZ(j-qw_w&PM(
zB3hZ`p{DU4R%>Zh)b44;R7XT)aIAMLnPN8y{hN19hebXa6e+bu3qRv~mMNtkP2xK=
z?)azWj)ZNeQZ8eCId~i3l*Yh6s`WrY$=F`+wGJHJEvxCXI-`{UcjLHxZ&Zpx=`x5q
ziC7P@1nq^3-IMg2e_(Xdcd<P>78U)UcZ@>xi(CdgZ;Uoi->u3IhVvHaVffSFcV9ky
ze>KTR!rq?!m#xdk!%yD?SvSelwwz5Js5+_Rip{|K(f-}ADHQC$e{MY0^nwqp#|CV8
zztO%0G6?Kc_|n$uw-#TKP5+(!7t?!N9aFx=O~Xz9BpqyjGzp+n3~!y>$UJ&->|YHz
z*gE>Xd64(vtwH{!(ViS;jqb-HCz7P*!p?wYs)HTm$6(KQ?flAQ*X83^hE=<Eer4<6
zt*wYZoqcom|DNf3+PxD;eVUKZr~k`O{r8~l)9#{QnH5)*j%Rdh&~x<Up1(uKUZY>x
zN+sS?|EscrZP=;S2}8=%wAkJFo)|kmlb<y+rZoML<RZ?8^{PqC_nK)w^^-3aX-{PX
z`qpvhopb4A?iQNkPsh|NWufKDTAJtB)t~r}MyhY^DXyV9_c9*|tH~Z?_S?14o8GW(
zBbW%a{Os{;gt4UK<+A6a1uvag<(h1XLSs!I%Lnm`?>UjAPc_PT*J2B9JodfUWZG|*
zbobqNRFxjQh)y{YKfV@uMDNENOUp&xVe3j>DeG@+1u{#D{8;k1a{SsSgl4~K|GqOz
zi%&_0jp}HdG;MnxZ@CKc{Wm%OTt~L*cREq2G)#L+RXd+r*?dJ)pNm&dg#4~a&KU6;
zi@&#oAR9~?BX={#NR}j>y{g!QerY^L_CYOMe(3wLQK{69EwM#>Pek1qzvmO%q<7m%
zU?ocWdC9oq5rPcQZ%l16dM_GR8hudn(pj%jlpacq6+B~nz1AG*%~#GEY;9<@Tg#~@
zyRycDQ#ISy;~+l7e&iU}X@Ph>loZOZls*PmBA!RFm0Py2Y`x#Nf8;>$L);qjbL;vl
zk(7Dz)+-TyEEe_c<hQwpF}8aj1Xge<Ufg=u@zh46X*qdkyx!KyZ&a}<X<4qr_@0=$
zQ-o`zck7x&L_zk)<vMGP1wc!c^@);Vtyf|imKfXgJ{}2OrBf}%Rjv1w4VWUV-BTjO
zvLlOp9m`_s(db|6Q&jEIe}t2Lnz1KNpQfgR-#1_7hUq8rMB01Ws;g?9&ADc6eWMzF
zJOcXr#*|*OrXs(v^b1<AL@3#lPag%Ip*kwa){gNKQ)tJhM-JnxZcSR4Iir4LW~%A?
zsT}kBCCRScQ@#t{Z6w)ks}CGhY+E_rA}2A%TpF;oAK08}IxvW&YxHzFfl|};{K^*H
zjZ<B#Na3YrbMR&zm27Q0Jwdq4;frVqVppAtbk}gAEna4_y9O(hBlo2#adsJlx#mSv
z5XHNXFz>NoC;IS~J{mF~$!d)E;xXeDix;)iV@mHBo9=QskMC*6zs6%=we2gxZnvn~
z=2};I_#aJT-~-jOzYp@ENVwI`MHZxA$CXsB<G+|kPIq}f&Rk+*`3CtkAJVrL=|nDV
za6kH(%2TXsbld(?>^14_WEh{8X%W;>^EHobEYZ7uPeffR7<859vBeq+Uup2t+a)@}
z$oXxL-=R#Nf^4$9h#SKjsAux&tS3RoE<0%Hfy(1UDjiE%2rOmJ5#B6bWvao9rD9#w
z8}$}%xw1-p$N@SQ?eO4TobgMeRYvc`lqoe*%au|NgqK{dx}nrTHl}Z01L(<x9P<ut
zAIOX3>u!rT*w<={3*P(1X$#xG!O|-9HFps?Vh4*lopK41@9~vMJ=)~u;C<+hd9QT;
zEUPF#kNc*f_Ood4n_7?)XYMUC<SAa8w2x`MF8*UrDic)LS1G<LCv@Gg$Caui9rb%6
zE#p{oZSC1sP{RrOZr8-FpxHadeqg*8og?h)=<PJ#JC045^Z2zF?Y=fhry4+AWB@N|
zEYZp*kxL@dVp8QFtQ+yB{l8@$Lh*gqp}c-%cZ_<Suh$oO$9_w>`h<|~6sVh{gr;0?
zrR9=VxR@0IDfvvM`Hpd}jj{KpCz<5OhLydfW1MTazPH{|zMI*EkL+JB%5nmkJo97+
zF3RzjmMLcClNszo$*hj0`0e5-)66{0B}{e9o;>Eh8WrAC!-(ThKTFd6P5Lv4Rok_|
zzP@BHdVe2D(UND$IjnAvJr~%2CDOW3^vOiy*0P=7o6e(#hK0Us9rnw;gsMK`y-g?F
zP>Wi!dG&i*-z4{jmZ(jR_IPSvH1;mLkhYYNpKN_%@y1%uGlp)bOS-~$CNNRA(IhJ-
zkKm2x^j)5eN)|8o`&~<xG7w>1W9|0tmGa&9V_I&v*2u;&d4{fzsRU4C&naJ8$l5(6
zoul_yyV6QL<(1O@#P^g4>G`3nm6M&&S6IWh_LI8Iu_NC1H|9lI_5IrZ&boe4<!_g0
zT~fbxC4M)}Mjm5dBj>fra6-M-&O``>=FueXZ^4+N{iKUI7l&T-lKV-{=kF;oD)T+f
zDd+oX+jGm#Z+d4-l%*Ue+)nNIo>tt7nb+W@JD3@1<;<XIcHH&tSUPI=M0m+ej3w32
zBht0fb~r8d_4>|UGnI5AIXrvmgfZ3@i4{)zDE76)?1#+rXf@l>-pLGhCcVYdr#Ev6
zEoC;oQp!Mye2umE!fe{Uv2uxTO)Rg|zC^2fw^~iVmo%=?k51eBCZ%Kf+(rWMdrAo?
zuax|5^~}&u*yAzwEqieDdS0ZlE<*n~^f!$oYxC~#yoI_Yz2hsT#LOZ7(Rgu@?usbu
z-lF;9ds?yg^yB%O)Yr1hv`r?~$~d}%e(mFAy+xMdd+OBpx9}Lxt01b9_3f11H~)pq
zYc~Sf*_`@)`>2xqls;X&67`9Biy70L9i_x7W87=35Klf0%9h?<bOyVPOCP?RGgPk1
z+C4EPnLEawx}28no*cE9ef<q2RdMN5QrB>ty$A8CZjr+Bo`{-JzgRmZ$=t-+vwV8X
zl?dTh{yWd#d;N%V)2Mhkn<m=ue<qk;x3%O~<~5D(n!hKaX^gX-?>u+k6~wwBZkxvM
ztSoj%kl`V-&Fmy;)TKCcZ|;Nmo=t@r>-T>h4|op!%}eP4gP7A+iG}Z*JkUwV&v`x&
z?SXGF^>U`(=K4G!arM6XL~oeC-&nfV#MrFZeQk-*?%V%%#2ZMfjOnahS#&3oM{3*2
z0KJcp4zD);D|YK4D;Mjr*q_Ee<8~|$YwWo!<=(b3Lb=vbvQv`@^PJ9=NAhIsmpqdC
zJ*EGVCI^qHy3YI9du_4r3fYWzi?vDswIX%}l@lhHr-6TH+=ye)h@$g&*U@%wElWO)
zJf~(%j%C0*K>T-WdqTE8`C__*P;{L7_m_*hudO?AOw)^2yr}f=o7d5)L}Scrbr)LJ
z|Lq%(BAKs-EYuk9ItkcUcX7Hdafhnf^x)DZI7W*{Nk1MHQYOv+F8f(`E=5y&PnOUb
z!SrC|^$=EM&ulg#>)fhsT|+>tvE!Uw<>Nj!<yGBctlJNZOz*q)=22fRxqe|W9=qX7
z>Ux}g)1>9{)oOJ9HGL-IRk(hRrq9wSy@D2v65mt$671!0J3PjF(GK{%bFMYqwF>I`
zUPt<`u!Z{P_D0#a7SE%0Pdg9RMEvYA-M4BA#T6Bg<)mF_;2ZB78KoUndH!b&9pUr7
z9&rujMf*m}6<^wtX}@OV>v2yhqfBSS7s{(Ju8F5}x7g*cyO;O)YqH9Rg}rXkAhmne
z<6pN+kbbG&6BSE+&Xu)@du$*5VWn)Ba#JFV?^%oaqMZtRugsc^PqW82&FA)s@HPMW
L-_QQ-jQ{?BW-T;3

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/output_memo_hash_all.txt b/src/Delete_before_submission/output_memo_hash_all.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8d8547dfa862aa65ac7bf7d8002abb9a0552f5b6
GIT binary patch
literal 271832
zcmdVDS&tsawXRv$8`%GWcjmchQS-227?5Pi_O@)%qHLoZ4HP(&5~ssK6n)Tt{hVG;
zzFdrqj1`%YQJMLbVOXS6S@pf&nx|OtfByH^XHU<boc(fk_w4!E%d>~}_xop8&fYuw
zf6s2dee%Mdzpy8_?VrEce|u>^apmlXv)`Y6d-k7a|6zZh{_lgc_s>2!`~2*qvybi1
z56(WcH}0Livfq7s_zXVriv9iO*(3Yk3;X+3dyAj>%zo;#vro=GwV%9l_RJ7GJbP^a
z2N@X0KlMNC-@tpt-u=k%@i~0b3w!VO@U8CH-$9sAes90=&hTCD+Mid>Zk@e3`>)|=
zUK*Mw_Ka`Me|chmdu(s!KhHNvs6~sH13KP?4$p?)?r-trwte%*v+vxq@A1ff&Oh_N
z?BDoiJb7xgnbPimjJ^?{@UhYEno-U9@V-&w{o#L0Pd>M|@^?Nk+Fv>Qt$pTm`|N)W
z7@+fG`({t=*~<ajE&GIXqux{dAJXyC{>x2!<99|)IQhPD;;OyDH-oC@_FwhqBm0S)
z_9XufAK6b_v!DEYf`;Fe<13$h8ocw-2H)W$lPbQ$gSXh>5Z?&8JRYdP_s+kEuzq~@
z#UkqRd(@s>j2CFdRl|IDkg%JBcEp&MDP2RTZ#|Z}i(&rct@NA^(u4M&+yAyi{Xxi|
zi=zH?keBm8XI|PrpKp#k=F!D)qd&+wxPLW@&r$pG$n~dYr$Bw*P=olfY2_WWw9-<n
z%<Z$ELz(&L5^3k>X0@*x(pw?YE0+f8hbAMkhECb@!Jnsp8`FQPsUMqNzt&~jKeK2c
zxBqyTi}@#_1WCMm>GQMKgWNwbIl{in^S`iv!*24;h&`r03tS%>|6-jiZDPxli)iwP
z#-R@eolrD~cP17>H}2ZsUfB0STc+Fr*X7ZPj|Po6AEKYv6TQCt$VLBUzeSuYdAMTo
z(;BT2AxA%T5vlpekjMtzG&}U5BIiWrQ%!7-21?1l7~(Gs^HqyBiPedb<0$O%$Taae
z-ik;Pt0Jp;({MjD9euK?Ms6=5Sa11SVtK^}V{1=rPY(3lzT1`>y8So##3UWb$<cd6
ze{T56-fnODEn@F*5&745AYM!SD5GPf|5{i4@Y#?7<~obDx(Mb^jq+a%z6seU|I6ct
z*t=dPzx0{;NVFhjwErH`^11m8yiyzP%agfM2fAvKa{KImTBP}Ku=J&M`M~6gdPOd+
zvCg%;a}gN_@yCOVFK2+44L4S?B?Ij9sj2{$^uGwTzc8PwXlq%rFIRo+3zJx6d#*b6
z?_?cSH&DHU3g)9x6;N@*yr)7g`sAt>f%eK({hKJW@>&BDH?G%~cB%gx#Z}xrz7f3f
zZ$#aj3iy`agj)P|I$!4vnTfK2mlk0Y#qmw3N|)c}!=YCY;VO}~JlUEr9}FJkw<cW=
zhwnijgUb8wg70$0zIR_18T-erzsrYjtsHrpbLQFb&7ypb>IFTY7OJ<rv;DUre*NvB
zF?42rHLg6b@a0M;U$)J7Y8vyARjm}KB+fiAIeTjL(nx2nSd0}*%n~1t`aT~Ok~Z#F
zsSZ!APxXz`DiDqJR5w(MEUB=y?0HQr@yl&o`CWQF&(<+oUHUvqcHgso9(B}r@w(1(
z1d5D&Y8FnivaaSATg9zq>|@gbV$vjIcp&eqP(^-ey>jX!k<9g4yx6X6|J}S>v>b_Q
z@}Sh|z9-v%lh20UXqz9p+)*`NMSYkSOYm`Ep=19t=G0LZn(u=Cv{?e`keAmId{RUQ
zSOU*^w$%QZe_QJe)K(s<@9@ZM*<3ULXD)MGP5l>H`>k<>-uHZtaM{0$s=~R~xii%J
z{v9Rliy;zC-^Sx=YCTL(o!iWuY6twuL=@5Kmf!RkkLney^i8o5H*Jm~&LDa-)gvqf
zb$u#{$tI*JFRBSot^WMn{%aih^!nH%z8Teg)kxjLrtcU{GxX*T$JF7N3eyaV@;K&u
zm=n;n1~VL*LDU3hq*J}TIzp%LQ9hOO$i5Tv8V}8Cys_{2%>H?qyOMFPN5@b6`o+Ev
z6)ja6l}nJJGnGQEjtbY@w~S)Hm?z`d?-;2hUm$PNgyl`E3n{w5H*YC}am2W7ti*Rw
z7U(gBd=-<vZ;Vr#tHx(-`ORWZZvD;Zx?DARQ-^<S;XSf#naiM;+EXbyMixJN+hb?a
z9?vWbN%xc)8R~xjZhZUPBvQT^{i2SndA2m`IsHc1_};mPQpYYb_Yhk}z7ZCK3NrfS
z6&6jdPQMKkhMaDgW{Yw3kXyea`Y#?|q&V;=i<gkM@|*NV7xYA?-yfT?t%cy5j5}gj
zz?!A&&8cFpO~1##jDFAT|LMd9rz)r(;%DY7SbT@x3RVprKALkloD9<W4suUol*i^5
z@ab`P>WWb`;#)4IvGp(CA=`~`jAyxy!GR5eH&B4TCz{M*A$Dbkx|~)ipOiF--}&wE
z`BN--aL%Z3GAGhP`iATI5=j-O0j3i9o>7J~Raouc8l94*u5l-}Q>6s7JgK8meUAT5
z_m0Wpa%N7Su%*<_;ZaTM{O#F0qJ3sTYq*F!)^n{Ecg*7=54mUZ{mOLiK`2ALXi86p
ztk0qOY>*^0j>*$fp79Pnl&N)N>R2>KH_c^!G--Nn=*Gx6$M&&l`ZQMLH!MjzlP0mY
z&mm(10$Vgi;u6!#uhJ6D^Xr2l0#&u)JHx|Cghyw89ehQeH8_plFRT$B%yGxF@yx8p
zJg?K}L;DH&PoYDakScy+%sc<&Z6_h;aQV!jaN$$%b2VIa;~is69dthCn|^NmQ**eO
z1HNkh-79-cJdG(uZ-vhLC-%=VB4m8-^FJKUJA7EFvDXn1|8Vx02#9!OjD?;uQ|g~h
zJ{hmOBuyWh%*OTpIV?VN#MC=EiR{9wDvhQnT53`B`o@%X&em~#Jmd>-?XJaUuPkC4
zQ^|i<tt(c_NB$(|a|;^HOcOg&|BkSb6*#W3WaghdCr{&_nxhO7a@9OPr$#u(Ks*~E
zI?7glVipPAr~W`E;A=z1dH7mKpcmI#OG&?s2;i~d`PtC?VE-o@;#~Ze^op~(ItQtc
zsyf9Pf|z%GIY*gc>d71ypO}Vsb7y9IxfW~193ti7<J0O}ax2!rIv!QCTk^!CDCE^m
zdLZc8AMH={P8t{Yt&Z}xcrIjHF~B!w6YdRK=X)<wEH&n-d*DyagXK1q-39rRGA5|K
zGsn}<hxm?&;2WbI{XVF7$GV!>ha4L*Fum$L+r%Ts-d1=&u;_qy;wYz%%_~uUBD@yg
zDef$By>F<Na8W^x=~}}@BqW>VxR&C(<qX07Zi|Pk<3j5c538=in`8dD^z>O&&O7>V
zaR1DcIXuvb6a4B1Nk_+sYMg^Bv5!j>V!kux?i?bW(x9J1W=^LHYtK|%jaISLCLCMw
zPTnU!9rc}|obEgz{z5Z|k8^(1V%~)H1C#Z2@h2ziiD=rU(~hyNU=knIp`(jH#2!)0
zDRh*~D<XB7AItj1kWfSL-yrSNle(;<du`Ra>2EImO7x`sDW1&XAp%v5t}by*o!A;D
z8Qw<UG_mX_S0g07G0eKCikw+{mFBwuY=oL-!fPl|(yz`bdi-SOid^V<VJV*va|>h;
z&njN!7|wk$#4FCZT8uZfjgbV$oNA{Ow$%N}QqB<N#H9w6h~jr@yyLtLdhZi7cZ_eZ
zhQ3B#=V1#C*vqQHhk=)$qFNit@jj@CN{A_^SVZw-^bIU{TFLfb49ol$mE|~OjTYAU
zM!mcJEYdNQqV7aINyh*x{b;tE`JU6+N)TzbRFjw3qNsm>JRPC`bn($OWEw2YL$O^?
z7E|43`MXon3@b%N%27rXL;9v#-exglI@je~dtPo0alp9tMDGU8<OF!~Bh;03B1bkN
zI%V^@y@Ms2=F7rgLxM%Z4!EUciip@7NsqYI8$ZTWt)tRRfTnJrnnb-a371qwsE)A&
zpPB?gtIJ~vppxpWNvfA^dBnpcYo61VPf8i*NsWipq^_E_F_lK|H_f7PVph+Hp_n#c
z67;_Dmu+|2B(!aBcAfN5i&dXEQ8h^&bq{Uy{35WfaaNhfQYB@<SEr+9xRsw%L5E73
z7m2-4#NU_#Ij#~rPinY`!ii<bI+-DVU~evMbJgd?v0RR&1@9cyK!?3ot&E=IIC^K_
zEA)&{(u1TAWBF4&nWJE9v_sZY{`OWXm9(v6@)OkLVd}f{ZjyifF8-;V#O3eqds0WF
z`lsxN5JhNOx{htWd`_-ZCHB77{9dhN=mR3U*?Gk*qR=sTh@glE^O{tI=NPYz^gy5a
z$d61gj-0lYX7WvPz^Sy4=|h~sThn?u75dUf=Qg1J&h!&~nvE)lBT_b4>o15B*v39f
zw9fB=3+q_x`r(J^EWJPR!sPR1q>@vK>SSEcu2YGr8RuKgF2Y^<tJBYKp;+ymIwH8{
zwW+1}-TP^rG;%(A{WPY;Sni_<$vG?eg;7^^eBY$b$<)}3L=~Z&TUhPZCv|FJ16q2v
zeZIe}An8dR57MOBa>Y&&2Z{5T3eu!fyz{vaZ;hh!c(r{u&2th%VOPi2%cYC>!2j+!
zMJpG_vL~c2N9^dQ7etleu4TMFkxPX}y1?$5yM~HLnZGeF#N7r=>(;9fTT_wG)5J@<
z7lQ5@8SU+NxT!LF)%%6zmHan9A(zhA*7Rmu`nDma+v470J>s}eS#rDOiF%jIG^TFi
zmU|syzUe6tGo46oC3%i@tIq?+`qxTHaCw~{X_@OA*Zob)Ofy;$*^YLknmJ*{>rJJS
z#d-GVGg@S?d}j?Zq|sxnW2$Uzy3HH`5zhDwGL>%XHCWFat2oRg%rtIp=@r!8X{93-
zQn#E~b?7;bFqkn#lFI0XoM4{!Oc#`M9_UXy!f~Wuix@#cOg4=eYyLTxy!czRBW#Ij
zole_o3l$jp1h-8;Z<$x5j^y5)Dyt@V*t;O!dPjlEAv>09lcc?rtXal+oH_+Q#*}YW
z(9S8%QO9=tII7~gp=yqnIEg(gRPTsJYgm!x*e2%^8Pl<RN2kj1a5_~^r8P+awuR{)
z--M5JP+cT8x^I8u-=qFbKgyaWfocw=_SGcHC6u|f)O{Ks+WFlw+loJXOfxFdu7`@H
z)g4-*B6P$`j`1l5QsyD6G(FKODjtngRhltU=QnZlGHTJMcCKJd%{JRATR+c#rq9r+
zF>24_ruq&qh$wSD*6zI+<E>W)=Fw3hnR1`L9@$g8?T(nJ)Zn;olOrsDs)c^kv!?XJ
zK4BB)kz$QXy(yneadCES%7GT7e)?q0>6#Uau`OFqGL=4T)Le5Z6gF!3nmJ`}LVP0!
zGF(PT)Nms#W3F>TDtc$hDpA>_LR`{P_xW)4I`Z#KJw!dX<=ClyB5PiQ=#JCHjF5T+
zU+OuQY?<4U6^i9|iJrvZ<Yj)UMgEby1yuPcyM*kOCPSKXuLX7d&N4>dy|*;qN9-5t
z=vek5>h&XodgFVt6lY95IG?YXz$x8gy<NiFVs|)W06IEOSjGDmC$Y8bnc4BF<mvND
zuI`DBJWO4F<}*0SjO8hjk!i&IX`xd2&a%95N2@efyJCoOiErtXDej3Vh_9XIvyrT|
z(sUUobkT-3rX;X@R0%mH1IJ5BLW|f=lvHYY(t?n>fT~fN;~-0*cOFOKeCo3IXs7BD
zLccFVlOtF^c|9t`{2Qkmn3@>V5|2Rab}h)fTc}%V89&v66n{cJ2EVKwRAXG?SiSnt
z!qM`b7F<{vw3o;WZ0tmKWa=t@X4KNDAALeJg;uZh$5dTLM%=8voA^tnI<APTz5}w_
zsjreAEl*mIVPQaX*KYF3Q8|V9Gmes$F!a-lyxFyt_$J*l#NAXn6E)WfS&pZ+)ZOvC
zNnFQEv^>_Tu+=6}5_`OC_l~8V&L^neH)l_v;IXtz5h+m%u@y7;@l@Zj{*2x<wyuq8
zu@)}rZX6vfTNLebCyrmD8dmQ(j$-vW+bU~UtGB~P_#Rb`Vv6K+jA=bjHIR{;w?xPn
zL8nvmIbP`Bf{w`p=3wU|WFpVLyeFpZGBU5SQ%}b;sB@mWKkohYt-;6KYZ>{(pP$pJ
zw2N?i8KY*~$iG{o_*3D;rnKE|^pR09mi3%wEp+9bB`QJ@A{CDb<~`ZP=vPWd3!k-D
zXUQg?LVuy0yoIXKY%tR7`mG_CWU_>cWt>Z54aL*_V`b{0np-Ev^V_K0%dxGF{L-gm
z;@px+^KB;{=IU!8*8EG$scNdDrF6CGNU2%NTJ!1P@mjD+GJ7~3f1@RA^ztN?(3exz
zoY?Vcv07e^pX`en;-6YZsqTn+V%oTeY*IDIE4@?gp~{A*>C>KACYI1LmjX>|IWW-;
zd$_ROQ8W;LYAJW+lNMyeUdxh5y}H-8lpd+Ya!aOEd!CC~(RCujSdvPb<WEX$Eq>2?
zHp_IQ-a@vgPffPEj9RAes1KW?ZNtV+mZf+anWJugWL$_30oiiI%C}yo&{nkqy3%M~
zYa9bQYPqq6EjiZmWJyy&D7(B=;Uktl7MXT)x8#<hoam8sVJi7s@>SIWk57AQR>$=g
zkVE*~Vvni)EuYzdlC9KTl0bTaWW!V=<2+rpWxPahN2bpjgABVe-^scty6Kr2r|mM`
z#M8RfyC^bdF(RF6K}H2(O%ANj*?JakK9<*x(zTtezIY(kmSsw!jV=D;;=GQ(*D^x&
zQ$1^oJ4AHukB*N0R9`(hcG)H-I5LL>8Tt|TVTe1qH3PfQmre9pJ0^_r5tq^5f{iGp
z*WZ%;92t>P1B8}!pC;KuyN}H<Kt{K1-lts@U6gGSJ1$uhrundUb)R-oWYe>kc-xk&
z5oE*y>wVg>83$Whz{$j9%X9|WV6O!B`7}+$C0(Ac?J6GaMOfx5L^ShKNLJ1N(B7q-
z2x&adu7FJYTw>25-B3R(j@<Odwi6Ga(x##o&p{jzM;iNK8=pE}pQ$bH=Jbet=^LOg
z%d(fcmYf-xJB8fG;~uSr$IJ*Xdo<A?jzC)IQ@*oIF`e9Q@o1+&r$}JQqn!p>uSYwU
zzvSWV{^Asr)HHjWzc`Y1s{6Oa^v6~n@fg~=vJ@j9T@w{D<!AH$p9~GlD2YpT#}*F9
z?=0CmZ3<bo!t{Np*Y+Tb>*LGFv}b6^&WUD6dM@#^C7PqRThgrm$r8=jgtsQ+K9*|Q
znUHJ1@+>v^1ijFy<h4+-Pbc_1{Mfu5;k*#D(<QR_Q-$9n<@lW?{;L1ql51ZCU0<$^
z>}kuyyv8z1@^LraN?QUYm+3|gtS{F-Qb*GL%*@kh+G{DBy+}_v)}du;a>8_N{8Z{m
z{OP%##P2L4)S2Wpry-aQu1RK$B1hU+8K6!qTa(+xeD08lg-pG)8s(D`Yb?P_G^7Wv
z+5U7_B=P9n2_g_`vJW45oW&+zBfhFv=IIDBw-Rl_AlvT2%1<p*kux^SeNwjFaWei`
zs_ER-Qk6v~C9m1{=%G?9q04mBUWw(o73yV?7jEHcKemfhfMjQSXc>Q}C0bH1Xz3jY
zQR!jhPu1HV&&2O6Bhwal@4_tkIx642J7D{G&DIG`vtal9J~8Z|_O%edvc;voR}IU3
zr0-*56U0ke4gZK8V!E_&w|r-b-+Y?a{FZ8wr9X{jEJqQ4n`K<e&ZqOu_+)S<Z!G!4
z-b6dRTC8_$MVAngeM7nV*cw_e@let(rb|w{82vIbeEo7Z4F2*q;FjGVwJEV>WK{Xk
z19qV0I$J;8PJgJRUyJO;?<}LF6S$OZic@H;|83s#=A7+AMvr`Lo%C4R5x+!Lg`}@e
zEjEnBRA`}8`OXqoiC*Z6FI!>!L$nj81#K*+%h;xRF^%aX`W<<C6527fx}+6k8+hn4
zW@+)b@jLU>qsD<1^X#{z6wzJ$n@cHbd9sWrpXhpR8CrCv9{bCdo6^dc)GK8#?ny6U
z^V2wJfi|q=^ulv6nN-qi+0K=_3ANjO8I!E-c%Kb_*QqA%j?OW{BUJ>&tyGmSsnq&p
z8KY|7Y=L4+727&WR6=$nD&=I*N_R<&Z|!j$N28+Vuw1Pbx??qyUJkNG%%<~lX>(1)
z&7;xjej&CkKOIgajW_G$`0CZ<Qgf#|(5t6dD^+Z@k5Q+l<~BNs$IFP?>pe?)%Iu8K
z^`wez;xgGGyE?gfk2#U)886qFKFqO=T*Az`IU*Cku~_e~*^eP<aO``>p?(&p^;~f&
zZ*4h7=@*gYd20G;obeq_P?AakC*7%ML|feOC=t%7?nIK>!*xz;!1J-sYsY!qBr~-Z
zVpG*|*%SZtjD7p(W}~!OEAoTb|CSi0q;4NA)7++8ri6}@sOQ7BnHCvnlgtu#{A6BM
zKQjrK$^i8ZwjxfcN?b-&wTG&uTx+MpJUZ+s-G;G*>hE~Y+#8Xh_twg>UAg5_r(y}6
zBA+ojVl$nC_q!mbDD^q9jOoACZD;vYJefzyUP$U#W0d&zr&j-9`<Hkf$86Y#oGy{=
zDdn!j$vgQC4`jHW%RMn|er?}lyuHdlmp@}GyhN=MSA+r_x|4}}_SgYc+GaAA_*7U6
zvN%hcQp3+j>U5fRv#~>gI6p-Zi9%p<iRWCZ)2l8$B|T#FQ)KFr!=33Z5iv4HqCaC<
z*n)RNf?(C&E^RLyZ{^=o^Ge!Dmd1CO_?C7o)}HsOufYP1zBgORO_KbHJRL!o`*wy#
zr{ainiE*7e^qfvXojF80C-vnJRj>z>&eN%>q?xU627dx2ADd5pd~#G+>@Q7<ZVzZ)
znOwnNcGRDmUOI2|7qj8)%DWuYQr!9%qtUOI2ov$%4a3A<JT`%zmUHxfunB*78;d+U
z``Y9QONC^e8XMI^BtEwur<ZqG2PmaTy^LAh3vcUxb2^Oex@sOb4zp5^1}m*yQ|o<8
z9Fz4%B{3F{Z?#447nA3jmF%nZ)Z%~|8uY%cUIHDa8Bts0zYY`m<nk1hOY#v^(v6?(
zRN7X%V$SKLmhQEd#jaHh<9L2sss4D#$Xh0`G?(MtTa%ZplOpA}(1+^Ei?=b!-Lvaw
ze;vGB?BU4g_Q$4ESrIn8+Ywt|xet<fHn)^`U39NRM#QN+IF>THt9#RpjMJw_j)(wa
z3TcXfYFN5U@k^7iJ7+%(@wlpx-x{?Z86EM!F~zo>&#3WJ8|6xVrnri~QImdPnt}8Q
zb6H0dclWn!)Y$0J-7q9{!+sp_`Aw>P&xrR&$RFFImBo|aaO=t)`}21bJXA2*+}2ln
ziRl}2*YU8&5FR>>rk0J~qBeT$t)Wc1QCql7o)S#0F%A<Cy>r!Tyb~QAS+XhTlv7M4
zoN8pRM6JW6(;993W8!Ont52K*t-w^*I+yHtVp9KgZLCq#I^mgeZpt%#=Kir)I)TPy
z){7!5omvCOwLj;4pQO(1;UWKF2y6b3UbAy?EvHKU#=K*vpL+1hzUJ^8;h%Me>%Yy<
zQJ;z=h<@e%RM8oCD*1jB4E^XgXO|<2VP+4%D~%h+@)5<h?h8dxpyvF)vg*|JkZVWC
z4j8Drw&h$$AY!`mY9=!ge~9k(mS~XRGp6z!;W@(Y(C3CWWTIFm?%0m)axb4sKf{yQ
z3Uca$$%#^*uA6lxuX$>@A-Ca0^y)=e`Wv3a2>s^t65-zlT+c^$Ex9b|&;5Of?w1p#
zeli->=PmcgLUk2?Ms}`E^)CjQr&9h`<KoMqYOcJ1X%pU~*QdKRcq`^`DNS({DVooF
z>zKnjb9-*n22Tv<Yy0PqhU>XyRkdvS2u$RiZLu%ke1AK}lt#OSFEwmyu4yWWz9YR3
z-75a0{q3Pi6g{IF@3z&1=VqPK+)AqQGw;xTcJUZYWNwN$Yx{-A_Ujl-%+a@F+E%J+
zywi@ar869&6_e6VwRzj4x8~m=BZ=jSsy`M%6AQH|AjfnRoxE}|Muk808QsXD_g2SZ
zd7Pt|&Xf8LNqUnB1t#-qecNp<dySjq5OA}Gtv=B%4)@Y9w!w88lB0r?TTOM(lxCRX
z+o*-@7z#4&rmB^n!G30bfEb(kWugguJwE-l{S7|E{(uwa!o9`$m^vlN0Ypj1>nCE@
zU_C~!KY3RXgr?61?x!g-&ZAQOBD#z8d)xDNa}*_$8J`EB=Hw^c<39FLdgJ-9_Kx^Q
z9Qrg*td_ylbuCgq3Srw;<|8#4MC7IO+pCVXf1EU;hp@)}_1Tm1r+8AAe)4A7la^TS
z7@JJJ9!%U9Dj$nAPB#&|o#oG?<lIjW?9aiqzLoqy8G?I+*n^EdZq4GB(i5W*2YO>r
z-{sJrl^%y{dO~E*=l52PVw%=<l-|trTtlicAd&UB<T#9~26DR~c&G)AD<MlLkFhLl
zbRgQ}HhAsC7;8lwg&ZM!nhYg>m2c<t0r>^gEThp_dylb%Af<27;$4rCJtk;8e@y4>
zUEWfj#;x{}O(J`u`cv{7%=oy=Wdot*nr=CM;0VnXF2yNh`!daaVvZhzkeDU+!{m;#
z%#ysNIizE7GEYqf)@v*0He-V}&>M*@%TapFbfeEAsWOE%WOjc#kK_^H5j8XRNqzRV
zw&)R7qSz@Vju{|juH(~b^Vp8^5}z0+^Q@XZar8pcJYGb*WAKqzOILM@jyW@QRom>A
zQ66LUJo|6;5l7KZ=O4!WJS8Vpoy|Gt-oIwgj;MdJ`Mh;T@3>4BA0@q9&iCo_xTT%X
z_4L;KJMx9edwY+IzD;|F>j)poS$FRxaW;#Y==zE6Bk}_fwQ}tkZ_Rcxq`NH-*zyb#
zRb#e_(0g$iQb$rz4d=vOTFk&dBfHc`pYjZap48CzUOw_*YRTv3{r13BJF8T~MIDO`
z31Fey#ugOfzAb6B4wIkH&_*pHKB|7&^l%x_AzR3~;woyAL@*#c_5^;+Q8FXxVTli0
zd(6q38aC~)ifH%1_*|E|c&}rNmnq+=Vbl3HX#!g(=uB>Vwsf7%pvFh`BYQDMREuJI
zJkMH8Os#2JU=Lkfi^enTWK~;i*b&n7`M|sV=2po<bAJ1iSiU)NM8`=PD^z-6R-eA%
zwo{sA-&;>&R7|R?+rAuq9^t2benM4OcJtKwseNeHctZT3dW3KbYji$r!*RQ`r4@+w
zZXsO}*Vqd{KQ%?}d*X^Sju@BDK($4nx$eN1_>+?V;DlLzZq}c~XcSo~ZV~tJZ+PHW
zrgK|GqG)}N+@D0Km;*=OZka@}^Qkr)yPi6A3dT76G{(46#hco^xfOLlReqP6WMfg)
z%ScF=w7^Q9ic(;r&Yci#Nt;}9oQDy|u#CjL>F%2?ag-YucoO4aLQ4?{TD2vLvI@kL
z2!+>jI8AiZXyW-v9Z~taW7;Qs<J>5pM2I*igJz@CRN}UzON=x|q4PS5GT8BYL{}|B
zLS(2s&1>}1V=^@=1#HmdZ}(4_5n%)Ojed|J$xl9o7*otAf1F~TlMyFAH#(h0rl<#E
z0f|%L8(G;c^P%?#4sz~eOBusI<`mPDh+>>vz+bqBIAyd*{S8?H=hi-SO;$z+iVV>+
zvLj?h6{6ernW_G#`_I~9!EJ4GiH1zx>&M#Bh8(ATmM(Alb8j^G@zzT1wx<x#6SQ~C
zDc`=W=lbubkr|ysf-g%uS<8qrwzA@<cR|XUH&39+WBVU5rb{n+eEgos2nqg4XsEH1
zzv!)c2Yzqb;0d1D?5Ag+=+k}U*%*B!Kb-1vJ#&sMbFJ1vbt>pyk>~F?N6bNViU&oC
z*jPfuu^pniN7rOTi3lB5uZUi|rrg-Wu9FN8&;GSBzN!Bd;yT3?0|^l|4z~Kq8gLqb
z+D9Da_i=PR{nCbqamU8<LUckoK4();$!B5_^-ZTZb^i^tW!umg`IdNN&7b4DDkQ%Q
zmW7G#bKBE9-xE8E=bFW9i5`wYM8&Q348u`~bVmI0(1^IEb#CAo8u?@$wib(4I~{l&
z8oZ~h!yb6nSpd!e5?kCFG8XRkPL^P5m*^poolZS?{E2zo6~9xnOKhtlr+aPI9Gg`7
z?i!ZmXo6nH^c(O~bu4UI8)G2~Bd%zrPYb5C^wDN##mF^0e9K;`UWW&6DJEniH*+~i
zw(ggbjNdkz)h1bcF~)SQ@sShOSSDEjqC%$Ahz*$-nDX)>v|EcyH*Hc0(`LQPfs1Sz
zZ%1!{+d8NvFv0i2;(oScpN?W6L)z{QQR=ox*2z6n`P3AWoyv2dxWg35d;Ga$8(P-H
z=3{!!C&9mD&(DX=C)&Dx>WqllIqDy6z4?e@v6hV~wl>S4_JD<G!=xK}T0XDk9jq3S
z$z9u<GoGMhlE~);JZJE?e7cs5LK|%&ouof11bOwj1y%V@9VgkX*R1om#yF`N#Mbs0
zoZ8jwIGG!ZX;${aE+%ggZ`CPxES#mS)8+^~s$DxC@_wp1+#AQUh)$fr*k87kbvdr3
zlN8&|6~$Vq^YxC%t8x*AxD{-F3UPl}(mwTQN;I4>>X+hnTacg2DRFR4;|O_H#m%`y
z%`G~uPG8^%G&-M=qlw}JEPfxC;us>g#a`W}n}p2JD_2db?m>E|tjau#Co!JZYCF{F
z(Wm&QYFM;)SMzynDWty{$uZe;51NuPaJ+^_JG62%OzM#vN2q#f6iZzl6&X7H2x<rT
zil0L?WQIL7TE{V+xg&a_CqbnrqD+q@GqIU>E&NGL8Mc6vozMY}CsBxe%RW?0{nF}|
zPii>4-^pou-^Dl=E3%P1rh56A=?T=xeVjk3<AOe%zD1_lK=i_B#heN#Bb&&l9f6EI
z17yq+>1Oz8%pFTrUxZy+0ls5QH8K<RkDwWHl~XOowVr0=OtB=^aN$LMZ<y3Oiu*+U
zKCPrt-BMzW#lJ+OGBaW;0k<ZQZ}e$lOw}5F{4_9_ZX4I;Z4}km`1dD`tMjOQCq_l2
zkH;PB;5;sD))Bb8d**S{*fQYrwzKPXD%NO*q<@{|>8H}V_C8dP-CRqV&rFl(AW$2O
z<D_j*X2<+dCu|<YeiBR$c<bE+0=5Nd$&u3er{9lkM_p>}l+Pm#IMISReuqzIO2cD*
z>VfjSvPI;!bk3if?~PAb^dpKr;uMjl)ck3rP36=ZG?ATKU(fPS;``r!M;G!fBp8oM
z)b?`V5?z5P7Kv%HHKyqt)KinLpA2DbUM-e@(jT-ufl5%w<p%l?d$evm=-UxFjk4*}
z`E1q{jWT<mKB6xnIo2FfBuCrZ!5ouLbikiGW(m;oQ}K%0${JqnD>>>xv`fz3Xx7Q`
zzG&nle*acp*iMfWvpuwCcS<YMf-ug%OD*T@t)fEue5wn@_J;ewdTelvHbU~nJ0x^y
z=dfJaJc`dXn~5%+0OV{r{q34&v*EOdDkWEWQc{K91s%QR{uI`z_ja*X9^nV^nm*6?
zy~P^i?abeqBqPtIHO8mMdEJtCihru46mqO=nGFwg`eQlX+bj5eLVP~=oy;NW)2LS2
zp<|&KM`wI>Q^%1L@VQozg*zVQdYbcjJj1KljxEVdJB4)8A6_l*m)V<JI=Rlq$!GRI
zXcuqfCXer{LATO{ZVodJ<N1`=HWMO#aekfpVwv|Ts*W{wE1t10jQ+SfUgtK4QR0G|
z><*7^gQFu>#+?_<xpGM-I|k!JiwW`Z{8zV$@Q#VeYi1FNX{X*Jw#7O1^4hEC?xjsc
zqVVp_W8E`);K|T`GSYYg3ct6n&T;mRXw~_bW1-4H?}Mr|zOR(nZRx{ix2pv`_+)Ae
z*9=Y6?{2|Ra+dEB@yK_kdPWm@E-d->d2ueaoZO;TpuCET^J9~jc<zxY!)Xt|<uI4k
zl7sP+h%%}&f%3M=u67wqkFYdIH*(@x<ND8y`B);M4(e0jY-)-)q)(53<9cMVtaya{
zVwlfEo9PKK-FS28$dMK6c8n(j-)eVc>>C5&pEM(PZZ{Z$j{KOpk{i}9<TfX_g`$i9
zb5GiVND~}CnmuMNAlfT{W$N>+G4`n>357?g&_t&%YLRLmmNxwo7WGbu#>S_n)Z1}?
z@z<)ifOGLT-$vrWC>!vN*&=d{Xqto1+A}s23RO|}+LlwRa7GfO4IbRU_ZQ=gdX}fr
zDD_Us`qXoacX?9}>Wc|u*(zy*Z*==SuT^;V*fVb>vFYCQi)hvU7_maBn);_fzqUNj
z-!9SA#E1yb%|FObkav9jHiBQ0E~1uLPL?<t|5PMhx=H!6P>Y!K>e-)-MsLj9lU+m|
zQX<B_+EhDTl(7;G&1)Tbe;<}sU&gG2>X^M+$DCxJ7ipyz7_m~9LypL6pxD>uL&(L@
zIqD5d`i54;-*`#i+IcCzGDUWJiDv^6dHu4)?@uLsDt6#&<D5?FoHiOzCVe@&K8p3J
zHU6_|ABjpziENSVIF>2>hUfKk+aH>L)h={mrCJo*S9yu8R)mMzPMh>HlO%m!*Kv<C
zmJ*9>k50bO?O_&yImKIHZb**bgC^!?goX?s%Jg~<Y+|2>TZ0jMohqAOnzg=RG>hg+
zz_V`*$-Fc*;>+R9xba)P1=si=%%8!{Uqgx7+lLXAg2$uSC_f{5>XGVL&Pu7)eGHsa
zylGtGoKY+(`_n?x?DHJie&f-&y2-87tvMp}=;2J%A?Np$oMAo`djrBqGWP%cR9U6N
zJy%7DYVdv5n4gMh;k%^!ZExRfeZ;RiMq;hYVC(1|DIfit)x?=xWByuxK-qI7QTysR
zT_*V^<_oFz`c!~UkNbUZ<QY7{+t1xN9s5Mt%Jv;nsz6L74y-!!>$dsD8MU;RXMYN7
z!hGu9csx>E%A>*37nj8v8_`Ca2`&-|T`~Ih__bDy(tyjNjmQ(W{Gado(5KKp>MK66
zG+&EBg7%dm&R9T^<(VZ($=+zR?doC@y=N?qAJR$DR*LOwk2v>1o_KwzD<oS!*Exfe
z@l=9%d~vG{Ds`(`tmM8FqE<*H?+->HsPeV_pL-i0pU8tSQ9?bR+8up7q5-B~qDegX
zu{U+r+(@-I7S*VoGT#jGNo=8eV*b`HhfavLR$un!5S1_FWgIo0R%R|wWmOZ=<nCkY
z%*oBZ{);;A<&hiBlU<HH$R};R;&W;V{&et9j%H3`_O*FfU$p!B-~-6Hz8TKQQ*EHb
zQ_H--U)sPHtZ}?wW*5{FRA-&{;Zzoxa!~BBt^(bfMG&Ks(=W$d<cq!a@OCszx~L*F
zopp06FqO-^TU`HJinB`2f-T|^7I6LSFP{%WN4qBCi!Eq`jYy~Eq!YUmp;q~uTjaT<
z6+ac>(Y}Rf&R2BsY1T4-D3MKRN1i*SCcKYu==P5n7V)9wwaHEDiXR(Qn4zBj=JK=3
zCo$#{58WNF2XPv89B&<oLHhm3EFP2r=iD9UeKaYl#FL07%Fw@@i9q*8ASpRFfAHM?
z$K(h;lM};Z4!Pt;Gx045OIfc`q-}mg6TU5<9P>ioXKas3?vQ`WvUnAmtuoJx`|foz
z3=Nv<PkD-aiYC%$d|ZS^n?IKHSs3W9#F|-t^ZZFn(-;rA_p+~KE}UtfDRri_sO3#L
zzF2PP^$`)zqhTJ1iorFDg{ElY?>+u(wu(%Ditc<w8&$jJVq(<`t{GkEbxeP6`J|*)
zOwkezvVa_~t9E^0@~jOh$Q@@edN9T^7-MXUyo92KJ|)HCClMOW^n7pHURpsA^n89f
zv7jf@&lerIh2+j~I_GX-ahwx9C~6kGM1ekzGlu8pBbW%|lu&JZdLLzKnjc}(u81_(
z^sRYvPJu*qt-Vi}qQjcJUY`EK)0a9FOQiTa_D<!Kh&Jl(&)Y!#CeZAeONlbe7Maci
z+>b2sGHoL78AZdO(K(qG?@4agdonr39Pvu^^krUQgL&6=eqJg{IVqpSXxe-^Xppig
znifmc<_qY<%JR(92HoZ~UTIY$3peFU<jZ5p;rAoQbH1GX`||+{6Gv0pOg}racI~ub
zMt7|*r&>skMeZ9*)3*H6=EHgZIhFSI7{oD9?3-c6;K7FeJmMp~F7?Y#GmNWmV^2z5
zkh96`(~qWqsQ32iT<mdTge{#kdP>pvZjqn(od}CI2UE3(>t0mp=#WM^SNthsD;ViM
z)Qyo4InU`nzZtFHy9%c)6CNQsenUib(mjt@sWxGodNQ8c>4%6?nh~j0y{MI{Qn}2Z
zQobTTkDV=X$kVr+S7yG3v)uc7R=7qKy)O4kwo!lUp;<{qJ&9<h%{I(B>6RAFk9{?q
zBH%8dT%sJ^-l(7*lpEtZ6%yITF_J%6)`1@Cl;bII(XrLeRo%e*rRjsu&_$c0;M=}D
z0};KPFAWD(M9w(qjQ8ng515No<r!4o^9Nl#4MDXd+5{haQt5)n<fV;`<AGD|?L=yQ
zqaU;pmT#@vz>Q5$?erkCqhC!b^se*!OHliHl>M>j1jzM4(}~Qmj;Esy`$y=Yd}mx@
zGm)(HDJ&1YBC1rHk)?Z)_j8i8^kqYF##DMPCe~Y`R^izji=Q^}ZUJX3;L&B-oIvL2
z6QO?@DvNlFXG1)h>S>WYL1pKu+q#%XdTaijh>yOJc76tc-@ZQ<or9oKL>KIPlkO=^
zs1RN2iX7=bOeq=ld*GF3RF`rO|84tvcDiy*06>kq_Rr_GXM$c~nXOVU>7z}1#L7u3
zEa7F2s=>&_&HrOGqOUqfGs$(oMo9+7T36~ARl62j$>chDk;~Qix0atXenN&f{i#^C
zxjhstZL*EFO@D9sNv%&J%6u`%_T`o)pLG7~V7VU+Gsd-@MNn&Bdq7W-s+zWaPVFO~
zPqfm*wHSBFH8x`}&p=X5R@HMomgp=P=prni47$D~&mg{Lxc8N3DlwPcI#QD&yZ7y1
zOw5;3L_S&i%N9+KW4(xT*dd-zXOdiA_SGc5p>Mibj(zsVLf0FuCL4VIc57U;M+VyT
z@ujWL!Q?kvnegx}RO!RgW@*5}|Apm|b(+~Nde5Rmu$3~~Pn&i;+Q}%|v>}S=E*Wq4
z@NoqZ>W~qNLP$=XGVyoZ4hK<}aFDCVJGvF2_8_6UEUZ3%tS3{uLd6MMwMIDmp5XM;
z0=`|9sGW_%?0tP<yvnz&`uEeF;k}Vy89(x*q!ZO~{6I@zo>}6kk1^#*EsrRrEW!il
zkf6(&#ZzUVpLklYMIR8p;kOlqer<nyGTe~J8MAn=1lrOU6}I_vXfw8rOS?3CY(P!A
zB3V);0m?kKEjHA`%X}HB#M`;vt+B@KRPimbE#7p`ju_{2u)pyhY^Q<#?DOieH7L0Q
z4q}~W#vQEB^`Retjf{QzzOv$dLb^)aff!9+LzTUGlOi3Ym2<vzU*4z5?fmha>T>Xh
ze3ot-_p(H@hHz(J8BsQ*=w_Kadt=eY$s2>L&fQGFbVOhD8GnOPlc^n3n^ZhJFSTri
zbt|*R(#Ag(VbNYAu*~0Avu{-k-Qfg4yL~Gowpdd|y?NS|bkRIK+w8ef^#}WBia_Uf
zNi(tE!><^7giCtOjzUgI-Ln4P&FZ{$AC~f`kfsQWW{F>z4`3FI2sHLZai6(`Gvzxa
z4!=#Kg(lRR_T&#(h%;Mf3HSAnpdr6(MYFF?QRO4+rcb39Tzk7}u|sUbN{Psyls^?q
zujWdjP21VJGMBDJ);XS1o6z-AidED1oHtcwmv>EZ?rT4p#@@6`bT5@ku0>P=3!bx$
zXJp2GF?lN*ZGCgU+0L^gkP-d0(Fxg!zi}?ftx`6XZJo)#`YyiUzvmm)O0PjyTw0?R
zlyPP{#l&e6Y7%&O-RJQq^Iy8>$nPOZGijRN{luy{$Y1HrT5y%$CX#TUcu<6T${de-
zomzXI)OY$cEtaX0Tj~(a=f32mY;=ukfHC#Q@?Cxd^8V6NGv}b1ZPIt<irDncUfWs>
z)FLA>HO46AbEfoBcbXWU|HAojCVA?aa9oEeKd0r%6bpU~xlz@Y=vnvDMYN%RLk2&U
zo#mMs;_Ucaa0}@#?<NM}A(jwYP|f;vmM+`!XpF=6gSOPO_Ct|!Jt`&CJWCmYuGF~8
zIC;vYGXAM$KRHj>&~nu}QV$IQw?BD3KiOOSk<Lpod6Dex2gX-^x=taY@AvE{=v+&B
zz4PIk16N*;<U>^(=s^C$l<iCV-;^?SJmkf7JnWGKv+jg0^+}W&<57ge9`UD!2`#!;
z$*Sf)HO_ajkGX&JCnXNwCVm=;O%y>IbuP0lPVb3j$V+m0@h4Nd_@+#(Ug{o*M)&Ml
z8Ogx&DW}TQQRxXMPu?@_W8OgWl0PXCsk4zIYQqtoJanx7sp%wr{-nf#t}3G9rU1=p
zw&G~@e9Iby=3`&b=rvVGYzr|!(vRsAeSiFw=XCj#DMfe_B*bz|Kx=c=m?C&5IzUVZ
z>YK@0QGIeg<n~K%At4}*E%Foxr_+dau_Zb&gLPAkATN+ljG_yCGx+JKparwI@h9>Y
zKlPq{5}M;bHMT+}DxH^+)dde!(uQ|#mpHdd?Q`=FE%f5NMCq@ROnqv|h-TCGnMWoY
zOtb)%pxNK82KZfuMO#A143fm~Tk)T+xi#Lw_57#sPKq{j{{+R6A-4bg!?3WS^RCUY
z(+$sQ<1{a=P3fo86L|2Rag5Abzaf9(T$4ZI%!QxD!0)ZsvN7HDdDAE9^Ig{RCv`-M
zZrB8m-jC&`k2Vqa#%QU$DqeUq$nA@Fw4uuNTeE@78!_f2W&Bw&t#X7+kl+RQ^Z7e0
zNF#Oi@qdkJa|9N6i6y#eG1z$nrr4IWP@{Z@?Iif6F?IZO`Z`~+mNO+5wvrHo%l^7f
z;Sb0y**?z=)w&ZY;?{D8<QAp;?D9z+jdnV7|AsOK>@=N+Si`U*xhHEy5$ESMTzJQ;
z#z)bxqz@7w+t>2Dw><GrnsQ6CH{_L^v!a@<GX~se%T4ucof&5}`YbH;w)@L#_|ScB
zhIV{QsHRbHEBBJ89cxAnl_n*TpxY)_oJpnXEe*s<9kZ*ahECfM<@>Rx)Gx-<Ui!EA
zET;IorOm3L97iaQl8joLg|MtdoY*_ja~XA?-mc@k&PwLAU5k|8;d(TdwiZ1u->K1e
zc~ajo?9Xi?YGSP=x+%IZtszK{KuL{b86{CZH<gq)vFd%ijU$(sx5VefLpe36{9}7c
zR7`R9p^9l<L#5MKIjR??!^Hepn+VwvQ2?1$DSh`06=$!pE8HeeR#Mvr(|-mswn;S#
zDptuUIJSv(%=jLB`{NT*Srd;_^ffBaBR)dkslqZBSwl=7#*J<G`THSVk3v~mrC2I*
z#OK3|LVQlVSMSzX1Y$R$w>J8o9<Ao<TG6t>-D`yB7At#YBeHVG$jN2$_+-iGmU?Dv
zv>~H_UaE{uW2T5|y)wEcq5~)0wK2||v&{KKI@Is$*WptyGOxfgQG>5~U>+>;tNqy4
z_$#s?_1DMMVd`u*EB5k;I7Ah2ag;bsnb|lFQ6}-m{Qv2qB`WL80ZsWj#u@2EM8Vi5
z=b1wMP8^3Y-HYym?XLZk*p2LV9be;5>_<gi20w`8V{6}>{cAwAM6qp8dc_ojD_CFR
zvsWf@4<;FR#K|Lk0=0KCg>m)kvQ+}Why|`=tYw9Y>phFzE0abS(1tNSB0?&h+6fff
z;QpLpjelS&gWRS>r>aRLc}MtFrkJK&rTa}K@7!j-RW*zE+(r1dwkFKxP3eZ;C(_3+
zoDUhH-|HGtacjHsWT<tG>*zWym3j<BPxX5Gw)cG^J=EUDc$kdUMCQ`mK6%xadO5{{
zO(TEgEG;z;d;s-*qRW~#?#(YIcGOLr`pw#z^*GkbJ!C5#OMYQjg$JFZ&T$$XvhKfq
zYcH4Xf9b8C#dMldMOz7z<h&Z}czkjeKJ3XMu&B$biFx{-X!!5KO2fW%QJ(H};hd09
zS>%>axALXAp47edPIr1T<p`a%$R<pA#AkRWtJ-0_Q$W9KPYy8^=cnA}ChPoL?JY6n
zs%~TI(~nM<DgB9J9O>FvY04vzz@xTPIs3}4Pr=I@V0#}9)flRwx%3`G8Q+tpx^itA
z(>cMPd&)4gp;#Fvm>(ELREc5Ej|nPjUC@oKghW2{f5~ue*+1#SMfBS@&R{}Iczvph
z4ml{F4Bq|}h=^sOAT?L)A~A>NX2^*(ITPdBle6$ub~52|PoJZyTWz11s$1>a_K2xP
zVET&akSN1Z#PLS&+2q)IO>ua}yHt<elQZp;^7~pwpJsJS<Q<~ZM1oWzB(G?+Za|gI
z$)(jT<DML1B2id;egkj8WDv2~E7NZ#*T=Rnl4Ua7SSs}$>RvX^W~Z`D<Sbiw{?=Yk
zQIH|h4W33{Ozk=yYba`G5F!+Q{zQ|cvHW~!vC{IVwnrf)j(nb<=_K~v#Ax{TF_o8i
z6LS<aznI)o>3%Xu1~We6>=+u+>*Oq@JS#GV*V0YDu{UMM<PxV!nngQp!QFzAj@-TB
zdptIrss_sYM|#+YuSBdT%lMcHziRZoIrJ_$(E?3x4He%lDM)uJqWcm;s%^3yOMb4G
za<SAd<5HfTIO}t?r{^k}u16~94|11IOwnJ6@8CIFhp}KpFfpxlGV#d}1rjNzczR4>
zorhqyE%#q|`dH#5g`9^V+l=RQVnoUMfSle4Rn;hSuc2aAH<mY{;>-k<()gVvRGbT;
z2IcXf&i7yyIm0-nnrq^bHX9r2-WB^tbX4;ty}F#s05)*hN|Vomiz@W5_W!8A3-*@S
zeNN)Walt$%L4<Urnu9pVPwnB|I4$QA(T>u$@910**=wBt_wq8P<viu61$c*?PU^T%
z9?5?%w%Y9ZT+BkfTJ|n&GkG}lRJTJ`i$j;Frb)tbBV>f^NSi^Hd(~nRoe9_Z2I4^C
z;=AVA=>69GM})nX-?8p5QB`-9%8yZLemK~e?Qr4c*Xu1g4pjB}cOBJ{oK_B>XNOdy
z<@F<)ZH><FhEHd*h}_%GWX1kkyct{6mM3^1>=qW)BMy-Kw`~&t-p=uTXB+yyF;7Jd
zNB>RP&XyD^zYR|~38I-hYH{g?C46Tam16I_M3Yj+Ij2)cqq>;?_iqQS18?Nlx#Oe{
zRn0raG@@oep5>^n8zsr5x8&MdL^{XTvH@*tO{>u;AySRpEmYp2BO_#EOKo4nl022t
z4dt9OuZ%Ne>1HEk;@ekef3Pj8r{fxEu-%UK`d}%3vVX5{?Cg{8by`QpqFDueHNKg1
z(9bKq)nnwz&(b@sZWt<Jd?@udiyW{B(VQvr6U)ewWUbRcwj}6OiS*&JV8Twd^%?h~
z6F!Zd|L*--Jq-3kJeupTlw7Ly$=yy(@p$+CuGPtY39UizPP-DD+a|P%lc7!%pR8bp
zU_O`Lo=a0Kn&>8%uVbMbLDgh>#+FQXiDzlkK+ab*dx{0$psrXQi+|qMT3%uyi=U^9
zu*~lRS|34{bn&^0(^Eyaakfw;n!S!SL{yxoQzR{)zRk#cB)6rPSbHbJqWLjD$4?YO
z?sG(}G0i2CmC>pBGTZp)ke{&Q1lu!L`QF<4%weVSqsW?C)K?bC@n?ztv^2#I5-TO7
z%Lu9KP_1^$H81IH+EAzDUVB<{>s_KGYRt3RB#B_ksrKy<sgsc|(@&qZt-YVeN|c^B
ze8VD5)vbQLglN^v_`!6A^Z(QxnCQA|xei-b9uM8Y=R4yrJJ~#$lZew)XYLs$Hg`NT
z%Bbd@_U4cS5vx8M>XJ3v-ItHWes3O)Vnj#drvc)w?zU5LOSn=rqRLFI55&aBb~bMb
z)ws`m+}6)|RLq*R#gM(8wzP^onMbAl-u_PPPy6J&M1$n}C&gMvoCuB5^m2MH#uk4{
z>5*EV%wyAi2e-{j&7CAU4v(f5(kultSImZSf;8^m^~%+Hi^Y6CKAw&ud;K&KwuJ5|
zIRl;KEJ>HDU8j{XsvdZqaUb@4m_24PiYiyl;vXe-erx<(mgQFdC`{@S%<JWG-bWTp
zXY}rvtsqOUY2%hzz&(ppIM+@`noW%<-qu~{+|s4lYo;|h^Qa9SaW@4XmT_Ec2ih!a
z4IMI%E<Q3uuMF8zr|=k5RGf+X(K>QssFf!D6Rqbuc74_?rg8ejDR))(aDLY8!!cB2
zHaMNKS*m3og-O{aaVa$fCY5}Gu8dVVCx6X&--C@>vfDn->UmP<owoQYCiKaO>725D
zBh{Pf?~Wy<MH{`d!+D?EW*3m{2k+|9>?f2LVoC!GMr2=`JEMo!gDn0&OUS6gf<;}$
znzYBiyM;34JM)M%(JJ1NYqM7&jv<z7<F(1(7?ZY#!j;rVP>oL$)NoZNZrC7J-@;VN
zY>QmQ6c!y^S{xUh0xJ1_)+VOU5jeCPoc;b#<b}z$tU7b)r$WWN7B=(F+u10m-l_1g
z?+xwGc^RXLrJ$78mM1=~?ouOJ_NS-#eD!o6n2a!)#$5gV!CoGZMOEB~_W7FVj}dGc
zZ}=xUH@p`YVc-S=?Y((_RM%$ynTkg}#w9~!a=Uh(;Qrefb?lk2k=PRV;CLv_z#roa
z6g5u~5h-$S)QchVeq}a!&J(QT6LjQT=TjU^kKlJ>8fga+(GDJ-y80ZR^;*niZf>vr
zNrcDGeWYAFmfyW`5Zl2iKWVfT3cg=1<^Ck12AL>PjJ9Uh=T>t1A^|Oax%?@p8sWez
zt3tD!%hOem4PWZ}v|0L6i|8b)BBROR+o3=1#Su$ZOcm*lZuN^KWZRQ^F$SIFVusr(
z6(M0a?Y>+=U*HNEFg-720kNgspDvt;!S*XM(JXdC6;o)PtsQ4=xg^)Lh;zd2Q!0CF
z5qDrHcAJ-*o^z8m`;%nUV+HQ+()?$e-0VvgI%nQ_A(E3<d};Dr-}y{L-lJKi^~GkF
z6w(BM^8R>=ha4Pkaz;7Va(v5@RM+2$u&6#rEyOj8ldaUe#<?tb*bm9XL(Z|5)64aD
zB1FkEIiiO{B@S(WIOLIK)zYWZrnIT;&Kc`BwZ4eoF*bEP9a$NPDp%k+?@VXa!HI_C
z@f>&6#u$W)D3G6N^<+>`QRy9{Tx=WT-!-O7P3OyZN=hN6_zt9qn=zO|NI2-fun7lg
zO0kn-T~2^T+|V;_bHXdd)QWIurje|lEoaOP#~zG3o$8<KzM&-wi?tpPsk#~w7v6Mw
z&mf;JIp#!OjwQO2arzGXZu6fK2TQ6D{W%t8xDQPK<Jx2Ibp8}w9SfUlWDVISU&FC&
z_p+o3c`OpED)CrW@n%RXwVE+~iCJSg)LWmJtYTgBpMnmtgz)>ZE}Yu;lK?eYo!UA5
zPJQmhWtGSeB<wRwSlFeJ{w+pUo0HrQ85(lc?1@e=jjf9FhCgFX*a`*rl7d2d{5Z5I
z)Hh<zFQJHeTS_b*0nNE(IH>g|nH^JNOFRF-tkxs5qS&s~VbnLpp0wXN9>+>cl!?Df
z4VCJuAZFjZc*TYh{+$?SOL~<)izhKMB&Y41UHpBQs8q@iPhu?i4AlXAbI6ZF<PvLl
zuMJ*<i0B(T?0A@fcxnH}E<^3nZpT*Auk}exEzdz)cXIa9EB2i+CgvZQp#0wS@=KFz
zs*rL0WLq@E<V3kC@6)b>ukG{IH;?tJl!f@)E=f5*6=A?4a(;vC6C5#$QVzC5;qyg*
z8c-+#)`=3$I45k=?7;2zzUVZ?6QldRQOqfK8g%mSH%!+xMf3RVpF`}fi1`%Uq>FLY
z&TJ<{KNyvKCTmMXCEs~6mGaZfOP45!IlUeSugG`F(Q8%h-klAxW`c*$qW|-=(TE;*
zvPFtt$tCzN`2Jd6(Tl3&m0P4aRCqQfQSuvbh)2K}$x<)A^;Dx$rs~FiR9lZ~oHbt-
zPRi3UMSw;3`!wciioNr6rMHwtz{~qQ-#8MdPRF?gKhxkFS8IN-FAiUaO7Yw+%OyDt
zoVLI+iRgBNQ|7g}uKcuEit>n|jL7*tXj-Bi^+e{T-EOGQ9Z}EUj5M_O#6|hN5^w$U
z5;D4mV;cG!d(yC!jyl3GEZfZ`&k=4(vzYVZ>Pwry!rHT=InfPonbR%36(fr+doEo$
z4r-lw&%mGjG|1bNLGB$B)qVT`Rd%>{#}IFY#H&js+8BvCHP_$Siz8yb8WQ=&W#7}2
z$2dO{UHnOmMknc#C7ALDU&*AXe&4#jc&Sx9iE(IVja$p8<dXp-GpQCd#U(s_xXNl3
zPa<6H6^!z`=9*KN*TgA*Cr08s98yPy3P0Hb^dd@}(ulspHPgUtc*pmNk!ga=Z)a@f
zUFj9Jr5G`upUp{8g7<25yL;KU(w$7#X6xPcx^pZA5!I-(t1}@<A6J~Ge1v~=kb3wS
zYe<Yp`JeMo_Bxg<kWBZNy7UTVoksEZh!DX)#py2dx6JFQ+7ZdSJ~{rzOQ=d|<VlRm
z=a1c1?NMiKr;=*p|NYkgvTN=1UM}sGU&=~*eOw;(;^TM{@k={g>mKeRQWJAY_kpHt
z<urASv>n#tG3s^L9Bg3P?nq?z%Hp<qzqn7MV%kKgn73HdQz>;d{;VaP=cgh(sZYBk
zy}dPyn4%>XJUG&`T;GXiEwIR<!MeCDrVD4De3J5(Nf4*+;#yNbmYA~<T{N-B=WBP{
z_I0nAb`ci&&H0m=y^_*O5i)x6QumYzXB18JX7a5xVN%$)0KlKQyX9hCSkm2+E<8!!
z+HD?rpHE#ZX*2!Z9(^gX#2Q3>NcK18NgpL*%q1m=*ObqAyyAW!-&W}q=#|)ZJoNRk
zZNzlXhdwCCbZ4)mhJWX8amB0`VJp9wPNKI?gpN<ADjT1C>$i9@&r9yHg`Zg1Pr#NE
z6k~{gf398eI}rwL>mSpj-mRKeiY}HPxFn==)2`u6fuiA@a{HInsM8xIjjou)<@Kvp
zR5h8Ae5TKIRAX!G*iVUvsV?^pjwjYCHl?@?Sd+!&5xLXVKdYpWss`zfjPyoCr(Ta$
z@(pRPqtdyE@fLw4Tz%B4SxIIZ=(VI;J#`H1w(8$ZcIqUUw#ci8jTGK5>ObOQS?!8H
zJGTk(JDe#h@i8UFS+%JZkNLPay_i_TYAX_Ar|(^>J5%Z5Z%j(~T*4gHVw>1Pqw*cy
z5(ahNysOs}YtU;?{n5V|GA4*?UFDuk*|o40lQudoBk8lDu}sC(X}NhtGsM#ktyHw<
zWQ^%+BsTsI5gPJlB&vQ|YJc8vK7!a087}9{#b5n%Z^@mnW{fA^)66h5*Ic+GEj<fU
z#AM#FABp(FiCSVJ<`Cv)-Z}TMr4@{@kQ-yA%NbQ_E=0PVZO!G99(L)UaxGC_7g4Q-
zLbjMKh{Vm*z2dvG;8b64AV=snriMp-dRbxaX-!@sov5B}BKg#iEpd!kv|Uy>2LOM{
zb1ZQb)EjTCp$%tt+D;vAdj>M*6!Or%M}3JqE)|m8QrpK*Vm#`1d5yi+35<OJ-I68Q
zra}>GUyR4QN#h=6vO9C<G&%K4w`Y37gc??E5pt?wH96C_My52KKwZo$LEiDwsaEbN
zCdQ!4lh7xfq_5*>a~^|#$+y(siD>Hmouz4drjR)2HN9nyj5y|Ck~*rEF^y}8yjnD-
z53||YkC9VzOgFdD`&$m^px&W!0*?oBp4KH2Ys-0FWHR^BP&uZSzMWzxe3F0LB|U~i
zj+L!#zYdZ|Z=c?EK82AaFSqOX`MGm0pu!u(@5Frev$9hv<=&u%h`1w;ACu(O--!`v
zChHXUSk&;~50>^f#F8+k0yZs@mhv5Nq}`cbNx^S>-+_#6ZpL-no9AOZnmj~)eQTI{
zi$q+pJy^1uxz!(QR4a|p5aM#*{05>oRw>Y3!!fEQ|9Ej!*ll7id7=mfnR=USl$0o+
z#QdT<NDS(<VUqfFg;V>ZAv;agiLv!zq8tnU#^h?-Db`s3Vrp^L6TL5^2jSzi5?WZt
ziGC!n;?mrr1MxdP@saxJSOoXda~6TK#7N*&!s5@#<tctA!lFAeb?T0|iv4e##k*q?
zH<fwx6i?NID3;9#k@o*2MATS)B00T3#RjID56x*)%2PYFsJ}-$@;<lE{=lZy`lYAj
zGdR=tP5y+fP6-3?{3H9{Dd<5*Zfu*VO_q1aN65$>rczY$rS(Zkr8W%%0hNzEk*IUA
zJOR-!y)pihCiLL&XX8wOD0a*r>bgYN(_96;k2QF#TX?F7mL(QW>bJ~=>`xW4=;SZ_
z?z*vOtL;?nt(unBh9^&kSe1Ig*i-C#0=XtRM9otqWI=x&?(x%qxnW*{3>@pDzH*)o
zxg2bpPsUV&gDo0XVqv<%k;>PTS&g6IQ}TD1_u`!hi(-9ZwVXC%9YdzEoYTDn=w6;V
zmN6_DT|3u&&ofBLwVzfa$5JNaPZ4E2DvIABx=P;aG!i^UK#l#cXFpoEYRZ+G#O_56
zo!bKo6_8~-$O%=}sZ>z?7|UoWCrH;acYIP1eSd0PyK8qHd)$Rymr@&{sclXf%L;Y9
z2=Q1}+$SV7;~sI8Q=l>N?;U@3jS}TMpdt61?%BpyrF{9$pxgPTB>!&sgk?W@QAEBu
z)HC>;Pr`zPIjVVmE$L7`i711NDQkBebNk2V>T+xG#b}^B9W3G-B2o2_BHHwN?z%=z
zrN(bh(-e~Sn3VYxblzWH+zWV4%=9Y~4wY)BIro>Ij|XlM88SP^R0en=Zt>>6l1vUv
zjn2_HHzPE}(EFm%#OF^&8L9&jhF<wCEdo!t`3KL4-Gduz<4>JO@1aRd$vHgQLw(im
z#{25*9~Ii<(OT&n*F33X@k$e&VK$EIEE^RR?)2l|IHf>6#qU&^yM^Q!%=Dp%l`l6!
zYGc|=gEYESmU<9(>q;3ft#<5->bxf2qSyU{@p^n40Ws1y))Uf{7PbExk7KMQveqYa
zShX{dt|T7tmeKNN<z9Gd%RPEKjYk#F)G;ZJy?XYw=>!|lh%rSeDEPf`xs8foZQ<|5
zsmN>w8L!{YF_k{*UcKjvV{~)WW8)wZs88FmUG+_9{dy~)bxhh0;2FN>b*=R^rZQq}
zliaP1{J7K4F;FM=Dw1Lw<t|v=Xh$YGxMd`fWAS_bIB}|}@*0Z$C;~l*W71S|)Tb8Z
z_v8#Xkk~Y<dUrU15X<bgI!)}RdtzNq$P$Sgt`45Kegc8IXRHT(vKk`+ht7<k@l(6v
zywRWQ&%KpMYbc~SDXXn_#Q2?CTHP2Cl`SZf5Irz&F|AMQ`yIh4tOa<Om?1i53XxvR
zbBp%kOm2TFsrr&rNxK#!IhxijTjSoC*Cp5JPZCXXgEiYmUGE|+wJD}jUR$1|&vG3n
z=Fyx^k{?c9y)<OCJ&V)(Kw9Y&+lUyGP7x-1Jddg0L$&e@J`i7vXNgu3&&cb<jeYD8
zb#!!0SjdtR4I@1G`#tgaJYT{yPoL>LWUKtN@`~BBM4vtC0j-kEtf~Abnoe$Z&vc&6
z`4OM?wu5vcMHh8oRJlF{65<7Ut>tY<OwsQty`0TeY{AV2)Fa3jI9C<Np<s#YFG9IC
zGEcheHd&K6oGWJwrz#^%^Rpi}=GNYLv_pB^UqFskr@3Vr6>)pbx9^LM=@BCLrCDN^
zph(9`yE1)(9{X<)fAu8s?)kgy3UAu7{kk{fjD1UtggyiLMEb9>{7k>E>JoGEOdgwa
z)}N%$8q<WxllW^{-y;si_I3`R`;-_B9)bvrz6)<qTlu^Fllx+|XXqP~XKL$Icx#fq
zo@&flPv>{^q=r*bNBXaSGp|on9cP4eEOI$r=A=`qq-OfmF(<V-ZoheDm!pKopTu}H
zS9$(68d5cA+v<NTeKDGr`9yuQSdY`UF8Shg7{7!4yE4-6#3^;ascBGYry5KihG%<b
zv|{FzO`*hW@i{T{FxT)B(V8a_z0g7^)>3o5VwOzbeA}pcOfhx*+R&`m{*r(GB%+N@
zKPZ!K;UFCo_sM=<+pEQ~)t~w_xY<kL_#1Glq?Nnt=?UKQr)v73>VCo*)1>@;+tNf4
zc#9wGjSu1;L;BuH-c_k@!Lq+k*3SO1KmO6AdG2&ClG?|u@~3JtLzFj;o~WwTW}o)9
zmD=~$!mVD(iN8T4Ies&b?oUc@L^{=rCf2+3SxJuh1iZ*S%b4gOKQP~>-QhPY`BEtX
z@u!VFZHukZ-N=s&gXeOs*+8!>$GFE-iZJOO&Fe#U8J}M&rz~52eH_;;BWleLsCV~z
zshpqCZV8vF+0QIeLia^6=50RQRI>WGsFT}?i_9R#b$_Py`=X~<Q<kXKy1lU9hWAlS
z(Wa*EYLq%w6Ls31{yv*I|6v-54U6kM(+TTVjqIb9&ZW-z8|3eE>*n`PL-fg(A_Z^}
z6*ED?-;?LzoE7`8nLO!>aN`_$N#>OopNBX1QLpEe6Zu7KA4|)WKk37ybC}R)uFp>n
z$+q|7(YehRI&xIvtDK*rgZ>#yOirm-+RJyA_^H#QK3|jME8)RM`oFEM`mV>L6Lip~
zcJ}e2`WXAwB|0HJRMK=~WkjbVEh;<#k6Y9d4^@rhd?8hs)>G_k{XI&aygF1yHYLTV
zyu|jWl;V~r^Abhxj;aAs)=QgjlU#jkb*nKl&g5ZHv8+8bi>>fHGI_-Ln^}8(Va)k?
zJka1`osWL|HIIzB&#P~vW%7&pxaP=+p7X}7eTbMREfQY71HCvqz?r{WqwG*MEN<F;
zVV3=-{Wq$z#DLUm#}e;S-h0zl%<DQX`9J)PcJkJ}a;!@w4O*Vm@i^z)`^B_5f@efa
zXx?o*6<FTBqHno%q!P)FSI^00kgk{_M<5}(MX#veDF?0f%#M&1O~j=c6sqFPI>hwZ
zUt&JAiUo5Q>Be8WE)Oes_UD&oOo=1!n{IPffX)zIMJQFPZ|=`Ib@GyDIe%N7d1*E=
z=G_sP<jWijQOVLY<Nm0)6B!RX?)ivrr=%4V0h;R3t~unLK4ao2H&$H+oT;{f?L0E$
zEbTb^?ZivCiPci1Q1`d{TP!faNo~APj*##0Owq{p(@+tOsO31GIqTU|@hN9Aw0Dj=
z;VZL|L>#G}ul!OKi`XjdjX|^!g0BrDT&h{fZM_NAHmEV)5}>op*X_TMuQ3hJ-}M$g
zC8p8-xRe{QBk_)Lky*O<zKgA^6D5uOCXyG%DK?V(jd>Aewmm-#7N)qhUoXk9V(Gb)
z-bdijY!hcHwWA%m!as~LM>Oi?Sm~E}l7AlYPoh)XBwsI{T1Gbh{$o7aU3tUw>q|RP
z`8V4+@x#Dbq`MZ~ZmVZCWa)+|&(7-J>nKFjmdCXEyK&lYl)j$HSUu)F2CJqF##k>G
zK2ATk)=YXRR-PWyle%WILHyVqrO(W-ee}*Uq%E>X%ljAwwZ@kEAGTZ*uO79jTfwQQ
z{0Y^l{0TLN{E6Pl>7hxYrI}F2F_jVgK=c`UHlDX0KZ$XWXM4?x{bQvaqRT~eTXs8^
zQ82$7A<e0wJeEoyl{4yRuPpc9(vwZO6w$)#W%YiMf0J$f7pDX?p`84vp9x&9CH7VG
zV|v6$n1^4IRHw}TXr#f!^2mxdA{-H?Mzrxs>dPQ8ob^VN)df1Yx;Waz1_Vy#)Uut}
zR+UyGe=?oO=k~WNqYc<D$J{pSnfm-$b$<WU%9XaY{Rz31qfnPu)x?(;+drsSmSx-C
z_xWji)hpvlWYsuP<r>u97pEpO{V9IW_`6eI(mDO{O|}t+ZEw!VF;IP@)}2m>L<stB
zS*gv3<Otlhb6O?c=o_Kv>lSfpG3Nyx5Agz9_3Jxn#G6u?IXx1*x@^WW7EtHkuU!}P
zb7Q%NH#t>^Psu-8{Y;O()aFq^L*$Hn;#IU$BUumCYs$Ac{m6NzXK!t6DNV$0rLBy8
zZ%L){Nr{2DAtBY-wY*Egd>p$|`EIcnh^l$}VN?uWev|tC5a`gy@AzAkpPf_DXRP+h
zRLbw-mZC0&nl9F@X8Bu8ZgUE6+j>Un3wbh6Ic=^g-zoJ18{1R!t=XLNGshfdgAy@p
z`PR94gIi}mnP!yqlkWCzUh3hoCR-zvbF=wJYOm_D5kh%(D(i9m`bd7WQ#|H2Hc)Xq
zH(S=GMarluwj-r|E}uXveIk9cWT}bEkV&%bz3fbkx{gS<A>1*Y(4=s}J)RcUcho;i
zDUUxh(S>>P{HOd$4Hu{S;HPjMcUrZMN0S@BeP?$)dO9Ktt)pTVlK9EJ!R0{ZS?NAf
z?y^(LSDjAU74g8dkqykukZmnfpvrBCKdGZ4BcQ9pIaE&2=d+th=W^Y_A1-NJ{hb&M
z)1<nmSp8Dfl$lZ@e$<}qwwpJ$kJ^$&a!X3gp;@6AE#J|1rq*@<9EFopcYgmvPSq$v
zItG<6<&wZ1ezkpQNaFr7sQdO>z2nxIX(?qyX80gB>~aH+?@l-s-^j-4*0<p)>-JmQ
z45&jNVJ=QRMsC=Zd>L?PU!Bix5qHM2lKY9etxg`U{!XsNZXvb7(CrR23#Lxc@FOO1
z>zL3d*=%jDz8rd`O!2``FY(EWUn{#~ww>duQA!rtZ})v*+~e=$x3NU+Z=IQ4pl;}x
z*rx}2B2WG#m*(H_BTHzfRnzU`8PL)*a-J?@I)Z{e_qiMwa~jIyzi|z<#UhmN#8O5L
zoov)O3a#iJF#}eUv-Os%jMh09fOo2)@(m8`m6Cm+d!u_5x03!6l|QMWVwc0!&Es_c
z)WkD?660V#0lD5je?bRJ9pFg~i7E%TEIRVr6FrNm%g@&JzcOlL3TG_Unxj^QKa!r7
z>5g{$6w`_mXzIC~n?y&`7Ov|h2m0+m4T~zao(rq$!#p*+^XoCo{>V5<<y4xlj_uK5
z(Rng%T^jdRG?76cg~}n;(dotMGre6(6}6(WmVPl##`tsw6i%oAUgANzw&q{@yhJZf
z%eLfiNAXW*u8Esk`NwPrz4PhWXAm!CRP}e9Kh%1VqZFm9syJ5<<_+>2B+;#eA_6=?
z{-m^1wRh@>6r;@Tb|W?+awzW(o>C1wQ>o`CBh+<7)Pf~dRMqoIHE7OOBkFtk?`4D7
zlFZlNsiRS!VcbEA`>XqC+*E>ybEz-+%@jEnxQ|3nPt3D-CZ|@;sSiy;ncj%w^crpS
zIdE$F2KRQyTgs4XZgZfvkxL4v@8&RmY8XKs>%bI&YaE}X4$Sn8oN`Ps;f+3+{C@Q%
zBKg%bG*f#*qIagBnNacVp`7k1n|5_|zYWrw|JIg`<>l0{baD<$>QQMbBG<VqW{-$N
z(Yaj1m`$2uoLYcr!gdJ}p96Jt!ulxxrt<>h9c4ms-EtA#0P@4&S^T|!4qEuY?i;#i
z|09x`@)7QFCuZMtNKR{LhQ^4Gj=?30c+<JKbS`~~WBy4=!s}0JXnfu{j_X8|YXfcO
zbbf6nTtlOi1an^3^=$j>fL(y(0AsmQMmN8G$PsOQV|9&2ik+a5>UHj6rnVsAisf@j
zYRaGDNsLOp&X%)kOR-vAf=j$LEc_0|CDQd}3T>VJma;?yPK^~V5%)3$h7GUXS%p2?
zU*qr!o*7VGdNSaP>^PpzC2Fm<w{tFSm*uWfGP#;mx16~^4%#r+BuUe8U=X+JC#{KJ
z+CHnKM){<MNBhuJJN?=C^~S7K#H~GI+^Ka`y{qPPV^sUg5c2F3gR+mDMxQ$)PY$;?
z=a3H9Gp0Z94E2iI9M2I{BCgljtEIalx9_Wz*3qN?_FFLax7g^us$Nu?ZVWO+lyrZ%
zE1mhVSjP89#+*3Fm?`4qR*a+c->ufL)gGZ|`%Z|*h-2%h{Qo<%)KlItt;<G;GACU=
z<A61ZDf!%TiQC2p?UMHRp6EW!mFO0^bi%>+hhUMYXXbN731{y4!7yhNKCs-D?TT@}
z5aYy7Vga<{WO@pxj$}R#;Do6*^F<c5hGcq2$XK3hNXYkNz9i{|A~D@+NIo?>5~Dq|
zpL=zPUPUs5<snD(nL(z1@`(ji`m}jvOlf{H{>FL>Nuiow(<^$%y7x8JLisEt#j{mV
z=~M>iQ^&ljp`s!Ye`4YlnO{wQV^rgNSGoD7?B3MyAUW}8B|P<ao||NpRPue4r<wRf
zKB(jAbjiPle{+kJ@{TyiclqJZIoVko_0MC%Mk=n3d6!TvY5AIraSoH>S?`pN<@$Im
zsu6L6TB-XNMN?+rJei}6_N|p~<TO(6sP}|MY#++cOg$}abzm|A@5K%b>X5qqYD;A6
z=|vq;`(JaNtl<+!sSG-A*Xo*nZv0c+BH=eDBuhZtNFL&oUW!7vHIQ98WZT>wi2cYZ
z=(x7E4{Y`!i%lmn*w)~+n`LXYtz{_D5Mxl;^1X-mj5btBV%qGDhB<K6BdH(hR;+si
z#}e{~gS|KvKA#dGK9@8tS+Kq3iL<@XYzfESyd(D@V}o<-I-SPbu3y{MZI}d@Y8abN
zKyuGep!bgs$scP-hysqge>_4#r_Sp|OBP4daiy)Dd!lXN&R@6C^hRSex~Wteq-_x|
zjf;^+6C+H2Z|p_q@OktUp&^%mLym^+&TH&nsa35{Vl<j-+e4Sjn*#MD!a*)0n<Bd4
zLzU-0F)yllTkLS2+dHRvHN5Pm*JKDQ3_h=ZQft&cL$;bml0=^5_*_E!pF}j%)U>8+
zp_euaIn^|+rC21w*GsebJ7`1cbDLOsWZ5wFv;P`mqP9D4%V;qEls28y3}lW(*>+2A
z)O!zkj5wyt`y=Zp4%Ip`M{tQ8LwVzTx9SKiI@|KC>DJRBVt#V=)euL^YS(uBFf-Pp
zYo+Cci!skyyXcw}=|Qtbg0$-nsoA$*y#^EZalEha8{;B;tWDR))Nj%8@|~Dxs`%*~
zV!Q#t`LtZQYVUj2ut1--%03lGN4ACUh%91je0BsD^q1%vS&=-K9*cVYmOaIYOXSJa
zh}*cdzda;#zk2ppqsvRPgWSu^O!leu3RKjt|7LiokiHr2Rf?<EF2(zMRZz9oKlhhu
z-+iIDnh3U(XlS#y4OIR0ON+`p-*_{Uq!`n-8Bl3^sFr!e(dNDO=NB`>Xg+ba?%Anj
z8+1AL<{A}6yaoQ9YAxL(;>7w~)BcjA*@m%y|Isv`Jr48s=m_3nUAU21_xwgueFO@h
zL|dwO9KkDX?YwSUk32s$uUfl5^cXa)mbq^;VJ$X`d_0;(tqyxAZ6{N{ZeEt!U2Lc6
zV7n(<6OYA}*cvKm<Qq*R89stG+GU#GI5yY2*xwRDm6jZEe>vvV0+N&Bo|sE}(*zu?
z(R*)Z+@AMo_v&(G<%qmk8#-FE;v+nHx@*@bJan>~Ekn_y;xU-q8n?w3wHXpw#5MM?
zR$XD{X1M}&L<TtC<#p=Hoc45#Yhk~)II!H}s61lZ$@Uk6f1FO*d1aUUPcr1wRO;dK
zK6BJMFO<(QNm`hjndTRCgqOT)?VTl@ssL$!fM&4d&6bhkZTq}_Z2#wxl2a%rdTiZ$
zZ8m>7^vIuunPV@un9|GG@O!Ou#M_=CTE?c6U$-n9L1VG3boV5?It^X=Y2<Lrnc^js
zoI%CHF$u!tYOUjk6fEgNE!x%3jqULgD(zEL4VfCnbJJaDh`y+Q#J1CC14Zk7N;+L}
zq+23td9sAsH+rjfK>tgdS@CAmeNXJ7;H2G=_;draSLWG);pbd5zd=3vu2nm0cjs+g
zU*OYfmK-}yjWMCkEx7hW&7mdc>XF#EV>8ctI4^CV`W<raxD$(X_Sx|sTZvU6mO&<&
zm{*VZerUt{C`TP;N^fk&66LhfCt1bFCT>0bFeiEJv_$U2N#(uB={?hzn^v#L&tRbw
z9}SuufBSj6LhiAiW^D0I2-$#Nv)X-}jOOT<IZ3Qc?3HUk$xVLy9v)8hTx_jJgZM13
z=g!x@I874k{XG9_9?xYy!j$eOTk2|;vJq>33&wdwva~H{Rq19>sfwg_2}c}3%p;?p
z)1EiCY+|VKtVBPL%qtx&xhmdl+j(DEut>hN{Ze;hXjf9wLG6oRYMX5z$MBF(^7*9K
zW~=U)_la)->a$ige%86?eZr;M5V;*S*(2zLRw)wKevRpA8!(U?uor2HXAi63nRI+&
zOlX*m>$6d7EdgE2Bt=P{of6!iRPt#bx@ay@F}|M-dKAP_RM?K<m3D@cA+f13qR&x2
zm(TI|$?tk*Z@Drdx^fXZsv*wHah|AWYoF9LpP62vn@2=USK7xt<cYJ;^1jH@Lz`0^
z(}%5Ewdk@1P3foksXBc?Bl;xILTzArcbZ}V^4BtwYth5?xcsz1!ZoIo%g#|A#H)9j
zag9zR3K3G&XCY(m);Xu$O!qCXV;YCM6-xRr<sARst@Vua$!SY#LRDg7^T{!qrtMu!
zb5Y-@<#QL6q?p@vzWMz2oLnErH&yo2%>6v)=1(85x7shvcct8o*h?`sl^-VUf3|rp
zKO;G<r#au^$f8%ir-=MU&4fsGf^-(3tn}%#dry;;^+9YWHJqGQ`AL#U&$jME=Lo2+
zYffpJb2w-Cb5HKbSL!4t(}>hG<5*~4Uf>%!)kubR+p5)m4kA8{u`f-C#-u}_X*;FY
z$D`7tM{){fh<0?Jly5rc^y<ywZ0MG9TYe9o<eGzb_S%PUJczpA`^qjTR6Ry_sGrdt
zN;ko9TDLX<)GI$N{Gw`sAAfDKtZvKrv`@^d(q6Sh9Ay+q=9Ke_$X&51K7g%C=Z1{B
z9@6yM-X>C|!{*gp`bKQ{i;<S{v5d4lJEbR6q}mFTaKcZ{U}~!tK4TtR9~EQ#IW}s?
zSSNMS9vZ4QMmO#9i*vJH32Q}zecBsM*}c@0DQ&RbRIp_&)p0C&SKEk^JYA1$mHUeH
zB*%z7SDk2#GM4ad<7(He6rt(X;Q1;VQMal$P95SxWN@iAf<KSxn6%unXm8Nf!73aR
z8BVD|7EiB1Hz6Ez+u68}r{3+eckwe`t>ug(vrA*nP)&_BS8vTn^=Qm<vnI|LG8doe
zn)9z)PnVTARApgvd8sQ~&u>MauC5|dbA6ZxVTVb4W_a5iy~INQO+6Jjl27}=FYF6m
zBG*rR?~+%lzZ0R5FQ+y*-6rqy2qntMU`y$wZ?6p`oDBZZ@`dq4L@6o#h+<1t(gj35
z!Nw-Smzli$Xi~$@JN+E-e2H;?X=YLmuRV7=f%9<NEmIM_)bDD;5_6%&vX$?|Sn$pB
zSX76?9ypC;Q<pnCXlLxxODvqj_3DY_=sVLiZW7gfPDs*{C1S^Qj&WPxfR*vnM5px*
z$Pk$h){xi_Z<<?1r^6L{Z%>a&6oGw4^O;vAe<91sd!~x2boWP+2=0qu_rhES{&RbW
z4p!W6naUCIu+t^xknXmi*OhQ6!sB~5)#9ju-yTa?iG$trY$g0Cw0PT2rj?(bwy?+2
zK{ny{pXA>NJ<p%y5f(cd>6pduL`XcIn%^tDZ(N6MkzCLRMKUy@Svym|HyW>U`P~#X
z-R-IT<@_2;@{~J7R_JairRXc4oogm<FX;$-C#If4R(Sg9{B~LVc`6Xy#o8}z9e=}?
zCsQ2Q0%Y_TvtOK8omLgx|CJS}7P}h1Q)19G1s!O1IKQ$#k<@XtgiPv|soZkacY%(n
zLB<kUw+IQA%Wvl`_g|s?oZrHNrf>JL*#+|dxrk-{ohcH(y@d(T^S9h#8b|jjKg?+3
z-)!IL&8=#Q$oYm3jAvBwla6w&#E$tG>ypnfl*rVj_Zn@IC**-zGShvzzT&x-u<CZG
z==)5$NQcg68mXF7JD*xRqALBysf^aPTPKR(wR8M#|4Jmj=V>m7<2NsTd;f%lqW%OF
z#75M8@0*VJMkmE@Kfe91*NrmK-9TU3&oZyKbzN9eRN}9pCHDoncYXD3I3J>Km*h&n
zQ~%tbj^wv~0-4kOOxc$xk^cFu8b|P4nbz_xG-d6##;uZn<rCs?Rfm1^Q<6dKHK^wL
zHOHaB0}>D1Ht)y2BjPkTI{pT+oGry9b?sb3FLmC2uzH5}Rvv-n>Ck0l&Wf$K&N-i1
zqtcHCa*`37=Dj#+XN)h8=+;msqE(EKy(C0bE_a-QB0t3rvcdY4$nX}LsnM;h*ap7E
zL!)1eYg_56QH-5TX#y!i(i=fceX6VpCu-RAde=53@aNAX>Eey6_FtIk)mzAyGJM{Q
z&=H$TLax|P>yE{XR6gtInE6xX139nHvN5OCk06rvIwsZhh-)-wtBPlB%S;|Q?@O&T
zFEDp{qpXLtT83CVTy7%i(oHB-uF1nAS)vwrj4YAcF)u*o$7$iqA>-8eu~G@wOViRV
zDV6fJvGmos=H0^FCPav$vsf)!7+a4zBAwmJ@enJ-bXx8OwaPo+#dG5PE=JFCWC5l*
zj^vrCvleQ!z9S^^_Z}UP5vi`?IDO_%Qwz~H0nlw5trLY$ajBw2gr^FBDL-H@>nyF*
zh-`L@Lsk4SeSBiG#Kdontz7we`IDHUG0(_!#WmmOPgU%($r{tqweym_$YP4tkrB<c
zZY?+llQO^d`)rQjU|T)2U!K-+ja~ZfT-)}Z!I~tg7eLI-tgB}(Ne`*PQU}>m3)fN2
zYeb$CbNbIUkhwF?D=62(H<2~OXpse3gKgsB(vG14#ObYiS<V9T^Su}&4ueQtmhrrK
z>bTI$jW}DY;N{k|6>E$P&r8-o&V1)BN7Y*<gFY21pXMM_rZR+w2BS{I_?Zvg$2Xq7
zVcO+=JH_8WhZNhxn0A^D#ha^h7Ex>K-g_zU)Q5Zq2YSUlZ~DL2%wNYf;U$S`_t;?3
zBu-n-hgaMi6PYnK|L?}9+Sb)8W|v~#FVQB}zer-ZkxSK1*Zp4yZv8IQv;8FpJb0e(
z4F#2Ws=@Ir5;WL5{v;Rii8geqUcn$H-<wy=MtSB^pKJq3oS|(eH6T%Zz)6C*Q>0JR
z=2889FYn5%iu7AOHEc2!LwYfh{o6l&VhW~BZjPYOXGR_6D^yK%Z`3|FS-0C{x*0zG
zGp|`hDtqfWXrNHb4t%;Sduuv-E!=;`n*O=z-!-F4Z0WbtbT;p}&6(G9?9Se3@P|It
z*HXRh_vG<6i99GX&FFfI?0{!)*#QsnGnpG5R-I(ZXZ+kA!?Rdtx04|58bpFx@$Bup
zz~j2rCPPQi2z^$kWQr-p@^PJ#snPvurYX2K8Q<SNaw6Hi$CO_28B6@EOZ~WxzMY&i
zafDp8(TMn9Z#+72hSbD9gy{B~S&MBuIAu0S=f>lYB_D!C+Kw*yL{+M~qtWfvn4>U3
zqi7~3{}xe1dkjKVK)xE{ed;lPu{itDkfo_Zs9DHIHv6v`ySP?!6jprTcZOB-Tptvf
z0MQE4-y?0YjOKhw(w1AQniW5WF6zi9x_nvCMf8Zjq5j)i`&p+8J}+VU>V#Ny{`(J>
zG2XTR#d8ze`q>&)h;Q3`$T1S5dDX8ilB9-CFQ8T%J^~NfAa?R=t2+=GQPV%2ox#K6
zN&egH4D*(k0S__Ap9d^I8HG;eEts1jEBd2hU>4{8favB4@o38*lwtDw=ab{nImbT^
zIPjd&c}wi={+5^-Me1i?n;if7gdEZywjYOz;^`!}b@ulN&Jc0InJ)(&VqbLJl{*Rx
zmiLclZ*L8L^7YANMOHWWpkCWNmBph9gvI;4(TCnReG9A}UNgqDWd@kj!edY0YD14#
z-Fo_zn()OcbIzgG72kF?B*y2xCt?cb`KS?bQ$(%%w7)H+qI%UR^T<#rSB-gh1QI;C
z?l+I;7LL$*<?ZBi|FQ^>?R|86xXq2}3U;n?-sMe2!uzOH{uEDQ31Uz1m|v%-7hL1)
zo6bZe&5Pw|%c@jNA+IaWcUg{!G&Hf3sB_C?=*}QlZl7W*l@bxx=Uehq<~4L;GM&;;
zHE8*~&(<18Z6e>bsIK9+_8dF?wP~B?bB>_P6pgU>L@K*Y?^`V~zN<o%-(HGJOz78l
zXFu5F#9vIu;Mpl?qq|1`ZuS`&M)NeSG>55nBgc}|#&N={p|UlW9zQ?eGkfHuWXGD7
z_gh)~rl>jpPnRv4B52XW_?-x?EF~v~LHuOE%84>~&U97DS0=;a-@in|*j|*Vw567q
zh{<RCo3?iFPmh<tD|=NUWI|@k6Yvp2Ecz3p7<K)Aocr1`Y)8wEFuGT6JJ!|}OP)`u
zMMSQAt~J7pb*=oQ^aNeWy*L}**||}oLE_nS$*D=sbGa`5G&~(o4LVKub5DtH&31ch
zpE33+Ww@zYGR=lJZ4Ef49+LYP-(yhP^(9Z7OTd~FDoK+3r<^+J%!<!oC?mn1>)b7O
zT<i9_I71-ba!J}wyT-WKj^j75#MW?c1Z%tb`{>h{CT#0bFJIGE^Ct|!vn`EYng6`=
z?u;nbNLk#{jRM=-nj8t1(z6k={rVoPZFl;-GHn@CgpN0Mk8?!722sY|bl}sG5Og@U
z`TI%)u^r#v>GE+v1Ljd;+g;kL{7L*%zZeI&2b5Fg&)><W<^nXq!QPnhJ7a4iG}jDM
zsVVX2jWN~cQS#68nwcio(|=1iILD}obu?U`ux_R`?lz~-8q)@kE6b`$ermsC8YNtg
zgg@8EFYa~56yw<y(~ZZLo%&_~Dm_jkx^ToY^s<-h3P)jr&)U(?W=rmsQLpk(W({L%
zZ5eycQA;OUB<F3&mZe%eD!EoZnL`FAon|+z5`$ePtFF`RIAkvWFVEVL9VKV#Y|6KP
zWi*3gHwJ&kJqV90vUU_Y)%+!E^XTZeks%SorTmz!f$Vsi<MaGG|I0KFkIQV(|25c$
zD@GOO&e=?S$1DqW1FQCW_}dkGde5F}y7sR9?Wz5SpX|T0E#=A(;bLchwg2mXpPhYc
z|0C1ZUA`Y#rHnHG|KHhvp8bdY#Q1-;{fDKVv^;6~ZrmDu+o*VM$oX5ckvTr*1@ZKy
zWRy=5e>{$lZC5`&G@l9wd8ulS><`HiJ6&7wm5AdfeTeZ&_lI}^?R)+XCp2ZYl5=Iz
z4T3Gm<9GUS>VC7-H(8==8Q;WI+e%jHDPzgdwD$&Gr9MGVhl&>!-v{>hSPJGWgiC2F
z`WEU^C8WxF+YrBJ=yD058pbXv&_{T;od8~sm#qGtQT22CzrKaOO@#G|S!UO@wUjI+
zqYdi|i@!xxw!e;b%8`(%63O_#AA{_k`4X%WnFD9ho%fvb!d8vxM?OK0$$8H)N_<@Y
zM1G|0ofi73GV@@FIByvp)f=Uz&0SWUM!#dI##sHcx2;EPfmL@VeGsCpZB^E{St}7O
zXdfEwo*6~yJn42l?127Fdy;g6QAu049(&3C(bBi$z7D3}sPl4PPu-s$t?f=zZ2$Qv
zS|gV$>4-Ht+Ark@?+tdHy?PP8Q}P+^B85yvEc3banB_V1@<~~1;7N<_jPKNX&wRPg
ze%>)#q;4QR=7`_h-kaHm6iU8lI-&_6vWMKZCwqCcPV0uv_Xa;i6-IuWs9xPSIDaRk
z<MFn=h86FL4SH=@<M=459hH(-TB`V+HlFLAN3{BtS$X=Zpra>)t)~M^bpIlxEjM_&
zOsw@grTuTgJKk>ko?&Aa9;+^tb2gsJ)KdIWMkMto>(P3Rl{&a4lOnx8US8RoM-?2;
zbKf}q-mpoJCkdbSU$a34OF!j#X;Y_^9#=QUlCn(2RL1}x=%`%yQ}&yu%#Qz(FbgHw
z=(VnhnYp(7n^LoHvHFe<ElQZ>Pd&49q-^tMmjkqAD?*w1E>oBN@;OrEwhyUvYD`5U
zdaC~Ac5%+gN1v-_@R=@B=}r5wJ+WHf7#ng$WK^EQhnn-)xCtPBr$;KWL0BW|O_ATk
zpR-wI36nUND0mSIRLUW>kI45x#}ZrVSEd?K+Y8Z0!KJvPW<^@4Rld`Mk*(kn{rK&%
z4wj$W@}viwX5JrV`hhn=Kd>(P+?H+`Clt|LHq7X!@+W=hel@RmdxDPHBX-C5=OlD3
zc;k0^(0N?0oh)Mu<5WAn?A;$?9rjOCfhjT4OIWhUb!$>eWe*)ygCQDYwm=x698m+l
zK$6J66OENNr{*oj=xXou<9#rpCee=kigVv%mRRD(=<q7jpX&8@M2d;e%q&1LZX(Go
zGtXmBmXL8?XG>&E5)j*@jzvO>)qzXIHdBw$BBQl;dN@pmIPCz8k+LVAEe!PRa=x`}
zpsT&phjiRWVQP}|iMkPnUW)#mtwgz}2LF=p;hoqv^dMEuZ%jp}TusK39PVv_JReLp
z5^cuX-~*vyPQ6w<+vyG)i+>&IwP>Tde$1oesP}l#YH?P5QM4G!aXvMYv*ijv<lTEM
zA{}e)S(wTmr`VVbayfK+J+(e?yX~DGy&$(6TWtR%{*2{EZ>&YzgN@T-SnQH^?6}-^
z&w39&YL8%?a+Ya+tf13!Ev-rl_n_0HNgmfYBL1Y`J@p^8NFYZP%S9hX)fUQ1s3uIV
zb?V2K2&pla9L779)N9q$oSwaw#dm3!==l9*Rc23gs=zZBfW0db$&cxKr;KS&MC$%f
zAHMZ=+A7aLi0<(e<cVWkE#2z+JIh+&xPCS|F*#S#D(;-M@H2jA850|GQ}<aXtEl)!
z*rIK|EnX~sXDzk}QPgK_(ardsWkf_n?64<u<Rl&O8`BRlFY#4l`D%^cV%=Cqhrgua
z%w`#S51jkpehH?inR9s>`crbPQ{cQepcB%Fx2j)@en<FGQP2Ax%5D^4!fR-$o7y6*
zN88*n*4x$riQ~AV^P4d$ZitCdMOqPi?VR`VJFQyb=lSMpqVXr>C}Q0#-)YCCszem&
zQiq!6e=YM=wRc)E)e(^y92?zAra1Y+tmz%IVNpy5{c~TAt!?3F{LV6^$N;bvzYZ36
z{BO$>3Dm|UF~`J1FNSCX&mikY98#Ns0#_VMlrrA(WSNqV?xywh(auN{;BH<;+}oEr
zDrKQe8H_v3&OP)YmY^2el<zE4i!Lp*@$VU(^tad_9gB)t)!RlP=0z?8p4Ud3C&n{$
z^u6J32xb`mZ2z8jWXF8;zaJ56<oNz(l8=PFIs1p{rS7T!CaAgz;kKMj)3Uld<BIL;
z`qBP(-8N=0N%PEjO644hW0S`#`}+g45yWj+uXM%&d;6K4tN7&X8?zu^T1<%_iqBYV
zZDY!Bal>#kKgk5!pG*Rn6eC*ao6Mu<8_@HaL%%l<@;SV9$mw!p9gon%lI}TjGD&(a
zbn;uM4t8p{M_|uS82!d1*X83khE*qweq(y@#x&y3Ce#1-nVzSUMse2HdzWt<S^lrV
z+NYCHzcDYaES<>c=3wWT$vuCIj&o7JF-;}k)BLNdfo<67)=lkT`J_Y|zY}98X2Q!)
zF*6@YE#iF8S8a{H+f4ImoQwucze($pwYc*+zjTXu3(bkAw~cJ3at)p9G|#cCAN6x1
z)wj0dYmoCUyPWWvoQLLYU<<vO4cj(@iBK!fM#@1sm2{$9&Zo5Cr4t%!m!x}bv=YlU
zk&>T}k+e)Pk55>(;3i^^t8ClhPG{qi?Y{Gts<ML@u_;I5C)T2l=<|4@@WsEw)}6dk
z)?b?jviFMmSc<rE{5sQwWxrwn`_4QqF(tY|ceG8K*agyS&r69bwIDx#ljF~AWUGB=
z5><0Vxo;w4T(UqPTI3wZm=SW$XN(cA@%Vd72(rOeG-@|vj8sX|J+aC?n3pDE<Q&wp
z=ZC(~skDwQ^^5qOh`KR;uP3%i@3vdZN|em=QgJ0B1R0UvnA%kIo;PY5S=^qQ23GKl
z@%4Ihq_;JyE3H8JB%-WNYdQ5~lh=4~x@JrIzNVVhigBG4i1neQQ2wN}Q9OweD)%09
z-M#ZyrtkOcf7C#TL);tk@2&b(A}PC$txqEScr5zcDQ<J`JobC<1zvC|U#wN@b4s^L
zd5oP~g2t3zC%;k0rlo=%zte_rjr1=2(~IhtHn!$AYmEoMO2yRJlFOWX&oQ>yeIgR3
zN~cze2?^n=_bF=clw8KM<MsJ-EQ@JIqhHrswWFkVgp(=UI1*=0Q=821S*&v1>=Sh&
zojq-}RkiJ6CAO9)HT-y4=KIE!UZYb{Tv)~htxqD9oXKa7g2+%46;x}-c*!Yr;?pyS
z8%A%h>ei%%?S<5$nG@u`F8{Y_HX22aQ#q==Q+^*J+(^3HG!RasNz>2Ywu)6o;rQG4
zY%ey|e6r~pO(ls!scnG%WNrOHKR5oVn3l){T@rGyu}rknlTX^$=90ha7N<Lg6N~Yp
z8!L71eQ8RrT}pskU#tb0yvGUiQ47AJ4{sT#A@h+8#CR{BH(oKjpwk{xddJvuiH+ZB
z$G;|Oz$WY~!S1{0+>W)(Bl90kV&DTEw0{orp=`L-*F|2W-^P_xuH(O0R8HTrA7?Hx
zv3!GkS`+EhMW&HUKirQ#rt%c)8auqd6nkHKI~gV-W@E&s_Rn1Bk&UwEl+(NZPDEY0
z7)+M-#O`jxrqRts<Tt{|eRGfAqD+y3a$rRf*N1O_k6~73E|Oqsmvc7ELFE|+XLfQ*
zmYEw|iQg%4s}D1liglT9G+!KlcB%8_lNNl)0X7!vaQ|(t@oS@3<`Z*SEvdKWNewUc
zTya@bWMlf~eSn^N$T8o+{R4Z~a=qK)8|>?~CDlIvMQvjHZ_rl{jCG?XN1S5Ov{NoY
zngjUCq#kSXVu(KG?1|gJ{VT1a{5<X(hT8AWA#Q3x&Ux9rWrkV>cUg^Ty)OUbTq^rt
zrsuamGwe$qvHngZ9ga1()?RT1HJo7fc1`Yzoa~)r-#6Zi&Jp%?^iFbplx*br>pHY)
zmuBvRbh_TZ%Q*AbGoIAnDWyZVFhE^ofH-t4(W)s?Pa@M|v*sUd7V(DtvqcX<v@fj{
z^&`7u)N7*Y=oD6LcN2Z<UcaQT5Hg_xb#s)^l;^Fq%sbz86#Yo4X|e%sjB{;{-B-zo
zX&%v&YVsqC=QvL~#<_;;d)qD5yxC9q(Eitpl9R>aWxZp76tuk)(^8sGWv~w=b3Oa!
z%g{3I&C_ne)XS6?Tf_UkBVzE<$B6S#zx&eTO=dL6Rokt={xZ>n-oKBeXujS_2eegc
zdu<sMeLS(awQA@0X7lKy;i2!?4bm<1gzUc~@1Aa!<doS`^j3c-($VOf<k8R)wW-mz
z*@!KvebL-|iHd9dUrE=WOh56>W2@&CL-*4qUFkftg^8&iHly%woTZvZIo#kePjRYv
zu_m`+U1#y~y3iWRl@d|n^Aq@ET5hRp)MPnVO&u_&YP6N6^_{lwu~ySco|aGYh#qdl
z@01ArggiG<VXyFpZ>;mHNpt*&&;E^hQFea6HtAnCGphP+PW|@SqeY7N4%&}A#=b_*
zYun+<Pj7h=QD0~tPV)X1j49hsmVtYG@D@|+F{bPMJ0(U{zNa;1-J<JRetT`%`OV(3
zSVos9S;{*4*@{~^^BTP5zU)aW_Xf4pglg|Zc&SW`CDrdw(zDWcI4$+(^w!#~Z8Dv7
z?ecb;Fvi*<vBJq5#lD`HGm&{6t>!!0r<uXdwzpXN^v&YhNu3X+43x;%cnkD?-(0!G
zw<ed@?PQ|WKKZBcF%f)kl7DU^0n{f;2`HaTBZl|w=c4ajN&xnWlO|)`@^1eYbGR{%
zt>kwO{SD*D+PXWqTBuvnJASf`-ai^IE;3y)J)uOFR{FfW)=___6?@N2p3A2GEGJFJ
z@k4Co=#Z4Q2RmQKjqPA&`#4!|k)`;Z<!|9Ro_9ema#}W*iMj`A(c2igPEAmq&8gpa
zmMY0lDc`Xs_9N$1DY?oR_Zlz6C!Ypo%X}|8WjS$N-rdkrVXnOs%K*E_I9Hd`vOSWc
z7gOr|*8EmpI+fHl9OwK&tko@2SiTccGnyA`rzD<Y-wC1T77=d~zaODLqTDnqUaqEz
zSNxMXrRAF08p|4SJ;vG2caZL@LFf&9pXTrD^Wa3=eXS>m@7iXVv3>vdiGb(O-?)?!
zFo@aqK`wmHWQ9pW{ynb;Vm*irrcur`+FV};B(L6IqFzqE-&nfV<k)DzzP?2K*mwTz
zh;Klb$>-1&6YFFa(}~oP+D<Y+?<1tcyN&;j(|X9t#bzw_r?Kz39qZj1e=bkCx37#)
zuJx4KA3@D{TIZx<zw{02@09UJ+8#Wn>bmG-Z{6bD6|xzh7HgFNdPSTHDz{9sjm#sH
zxH19F<98y8&f{H2+r6zU^)%|7+A}$p0iOWz|F(7}Wb4~6rh92b$7y_jxv2ZfrW40B
zy=cda-u}LI9o<Yc#=O>cxhC=FzWFGU`O+fI{@TOdK8qW6$vf25W^R}%!7+7-n3>0;
zL&~=K-)H}>H<!A0dvBM}J;6+n<@0#`8(o%X$uE{wW7Rly&dKue9GhZD_ZWDU_VcjF
z^S-(_k9wVD+t(+9luZ<DARtB`OSI?NH|)P$zFrNeHH|XHyndIa@6#xwf)>ih@076w
zXF1#tkMUk~0)FqBYYlg;gW5Ce$Qc#p70Q`~FB-DF+B@w$Sd;N{#&qAVDHK;$JeHGo
zn?Y>6lviBLCZ`isdHrV%9kIdtM#MFg7o8g|HNNyErG&)qlrqYOMq;7Z5>I>nobuP(
zUR$Y080ZQ4<aF9*da5^)joLfw@vl22$mjOns#w}{o~%XO<NKHoD`k6b3eR)Z_?@+w
eFFL8Pw`SI4d|ExeVKMj8{-FOn`;RmJ|NjF6Fia5u

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/output_memo_lru.txt b/src/Delete_before_submission/output_memo_lru.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d38305997349ba12c0f94209db505e894a346805
GIT binary patch
literal 271802
zcmdVDS+5?)m9Dw33poFQcg1tjqBY9}qX1c!t6U}9vZN}b8x0WROq<i;U`amczuw*J
z$(KtJk+C8(GMJg)HUx=O^4t90T=Ntw{=fhCi>v2X&#wM<b^q$+)$6Or_WOrdH?H2h
z`oFKffBWQ>J%43S?%IF<W`FkDe&WW}H&?&8`t8;KxcVpi{rsQzuYPg${?&(9zr6a$
z{{7VcxpDR2>W%%~cc<^*8*kX}zrT87|Gcu_-?Y!`XFj<4c>2i??dc0c@c8Pf{R=WM
z=0Ej6?f<}g!@lK1!}p>6!#BOM&)uEg>Yn``gbC#z?Qgs{z3YAZ^~TkmtDmm^W%`-d
zhUS?)<E{CVXZE|N_Q~?+d4q&nw0J$C<FnA=#q_uPr+9ML-u&s}XCBylJh7ki@BA10
zKi-Td&y6;7+WpV$jrfL-jCQw-ZqA2a7&U$|{j>Ju)2mNrKlT3f_x#Gf^QC?F-zN;v
z`Ki6xb9?rB!gj~L;kHrlx&4E5ytY62-ahfKMol>Ri>nU|_ig)Ic#nJbJ5l$x{q%GD
z{k^O59X_<5xMe^2*$fST)7m?HJaJv0@;66%-t`@jC*I-FTkLR%H-autCo1sX<$DMP
zQon|}=gst)cYBZbCr-RH?BM@?(vBGOI;GFT{PA1qxjjh_+JD>rx&Ej>ndIg6q%*JW
zzc2qGaDQSthMa@@N2B->wXcs{e`1yk)DI0ch@YBP-ZM)pEyc>*z4~h?Gx(+JqMe_a
zwY_Ob?}SKiTpOexn2g98I%RK9{yhC(PXD>4eq?t2){t%g)GWcAS8(rLY~ly@cS_>j
zOW(fwVUqhtCP&zJdHz@Sf7ngljM!uDv%p2Pa$W4^2gafIC!J6<hj%6xLO1T)?_Sw^
zp)GUn@E+GkCqA4s;`S8%{4mq&>yKRYU-w&|4rv1s@?0B`zIV}v4-JWI(D!DC9yR3r
z{kKuPzTKm&amjx-#J@DmH!a#ERwqV|qp<5E)5Pa^D<Vm(imc}MhWoMU=(Alla(@ZI
zddt@m%PT&}tv#_lInYacw>>p<|2O&ABpt~q(R)OH+whaU-QD#qVjX!G`PVxTuO)ue
z(J|70YbbvBG_W${W$%Ld6QleuC*OqZlmC_RL+o9zlVAGOd?Z?sGTMI(Y5B~!iC5~w
zeSI?5&&=c8G)cL8^}j6Ad^}nD+PYA!m{&0Rv((y~y^D;4_@hb2*E7KDh8wHclL3zT
zR3vckxaF7TQx$EkOZL0e$L3YFcdw8A(j*qyUaF4$BUwk)4OH)-g83w?0xE7;_Ebp5
zm|V3qeN>CvZ=%e~YYj+TUazg~(&!uQttm@y1aJI}sC!cZ-|tPR0Pm^u?Kh#nplsl^
zMc71fya`q5`fWa#dIb?KJ=>bu>@8{UPafn~CS8xG_n?nK<^5lSce!EjJyI_}OKU!O
zYvst(oHH+`H;eK$suv%H5_3H`^T8Cq{%X<~Ix{~SS6(*wa$}G$`+CWi#(Zd+sW>HZ
z=8?(SbE}s|I&;HftT>BV<IGv_L*Ea7n%*bxSE&w9txxrh+A84F=^U=TPfdlmlDxN7
z@S0e9Keuu9yIgnA1Fs}~?tAvnqt5c8Ue{TVK#{CZ%)*VxSZo#dma&ga2j)6NtxB~L
zs>rXcS5AE-lDScfS8Ehc_J23;7Oh93pImD%^pR-~o%KFHbiJc$yo&lTJ(hqsAJLw3
zEHv+e{`6S_>X0Mv65EfxwdLa~Iv^JHoM%t%KPNtb+R8)q4o}RMEky%x<~qmK)PIq+
zUl~{EeJ|$-*Zo~o6;6>2vUYE(_x&SE8q;ohF6wbLwH~IYZrjY9Y6twvWE9cqo^N`N
zNA(I;$+z!qjv>w<Ml;njECh9ZDv8M^q$w||3D2$m{L=n3j(kRa>=|!HHD5JS_ps?5
zqiKfG+~J&x0#jj{K~WyZd=GO1n$}>3Lo<k)z>IWilviiy6h6wQQl8j5F|YC1tj16F
zjxX%L*SRYhR~qQ}iC=%S_o1StDx-1<GIXX=sMS&7T6)XT*zXL!kuQ)pX~Ob*s|zW*
zz&GzHgK@;TZ|ujrC=2wMLcWSg-=B<AnybcV?fGWsaEY$VO_Miu_;U;Ik!{ah29<@e
zJmieG{Pb;)ok@E<vn(XtQ)XnS`~9Qw?K6`|`DXNsI<n^3(yZtFjj-|8W9}igio6jP
zg9<YG<P{c8uFl_v2}4dd%(KNfdeEo5hjB*##p8<<2mZz4CFHGslhNqnedFl-{n4g<
zZ69xvcf_!OElW3=Q^j1HzsKK=elP6bbmD?j6;u!LGiw#B59~eS?<u7twnz16$TFGj
zf~ODPc6P}<iBX=KU%;ow-KiU=;K*mW&cT5Vf;Uir-|Nf^H0i+-Yh_LMo+rPWzJHDd
z56&4CPUb{fNZ(L@`wfdYdru0HBh7yby_`$rdqx?~RAIHxr$`%(>T~=#-8&|W>zO&d
zU;UoFx>ECO36E-0x8I(<Bid&cw1sP5tzO1O9`eBC`;F=TqfmxM(bS#{+Ag7C8WC@)
zQ-HNR(=i|6SgX$8#=<+_G;Wo-%y)+ErJ>7_agOaHv)J=kk-uRLE0ZR%jaWiP)d^cP
zN8%d0{=MYzy>h;UgnFK;4PO}^P9i+H`orWa%B;a@^oz<GeHO$!B{E{XI3H>w!!OEz
z3LSIINEJVk^Uf)@?<C|BF6EDYk_n%Jzir{78}AtVt#^yJOSm{2dei(n6<I2KOg!b3
z;+!YlT+Zv}h>+isU!`n)U_OUfE1uhIBO?Cc>@g7#@kow^o-$MFpU%FSvp#Y3D8x|k
z1N+JNGfP;!&dbz0If?ATn<kCsZwua>Y9)=t+4^*@_}Iqvk-ZJ_MC5wM?DxZhO8$Lt
z&VRo}hDts=;w3binI?9m{+)Bozn`qYf4>Dw{02){p!iMm{G1x$90T!egy<|=`LSsM
zyrTX<C*X_8v!G>hM_?3J>~Y$ZqF+V?@YL}9)zExn|B?-HE`CpX#e84F#VG=8IA;iA
z-i_rP@S&7JJz2uy6Vvc+>CEgX*S1qfxp;nBeNS#})i+hMd-BAyDCE^mdLZnb_;>pi
zy_3epeXFy)EuIV6R&4U6*@Op^*7@Fx6iekibr1YW<-hQ0r9{hf=$Y(n>oaYs|77x%
zH%;DOU43b^^QhpSbv3aMB{pJUdevpNiGPY^N!Z?>JaTIuuZ_(sQ65LN;ycBiHLhP6
z4db{w;bKB{TckiFB%9^9*5bQX^q+IC=4I<ii(aY{DIQjRhfn7G)A#Y;*nh0yna4Yv
zfNW=a;DJt@;8!<DI+`PDagMt7nzY03xs4aimMEmDQu;Y$=5(sC_DsdKXmv(x4z1*U
z%F|I_8Or(21L7|<gZS7viuPkUmZV*uVeT~lDJX{SwrQs5vu`@>9NS6;AU>)?=Q~g$
zYWcgKCG(0%UFLIHe>Wu55d3eDt=E$_-_X6jYTf*AZdo3EzrH;>x6a?Qgog-JF}k|M
zF?Hf7sr>FGZ{zrurCJlqesVQJG8)6g)NIq`Gn3|?E&v_#-uLdIRvQsLell~PFwuGZ
zm($z=8N`c*S2>4szclN2bIKPubKHvYO55mGu7@u5XIhlPOSwN;%NfqeiHT;=d!L}W
zXCCg&)YmBMJZzx>dtEhPYnLd{?j*2ZBKl05PUN3->Z$c$v-i}u81E7mJgsE=_l9M8
ziwd4Ode>S?dY-gUQSU~o`@HO^W!gq5>Q2;G=@>wz@62{H-*Y+Mfk?BZn!LmowfbRa
z=s#V2bPbsX3-eHH*JDb6t%7u$<?k*@GprO9DMuMm4C#xdV@;}KI=AIqdtUBLbjfQ^
z^umegwK38)j=D1S=rZ3dt@&s687dR8p0<!+k+1`9DVZW7_D0epZjHu|F;&~BG!vky
z+vg@xZ%o1^RS~LlEWsxxLD1^@SOTb|I%|^Zbz2_su#Q>kCw0celNJv(J^0+@2`iwD
z0Mw&6ZN)Aoo)JSaZNMbxL*p;o?zBm0-`?yt>7y2_K5?RIk~-=h+UUs+Sl3XGw%0OG
zezvA8_}X;T47c)gD(Fy2b1ShIiufB-ptNc=cAm6w5rq@WkaaRc{>VPLw#`-F7h9+j
zOAp>9s(}uBuUZ*B$2@vx-z)TtPtt>A3}gLMJXxY(Z?r?!Q~&L~RH|v)#-uuj{#<=`
zexKxDe;5Cy{^0-T@_z&()ju`MDnt>QeJ9{s^r4@c`dZ6-wa%dri0EdQ6|;y!=iniN
zA|5PjQW2hWyf)GUeU>9XGQqh1UF%NIla~CDZ;}Jf|2(G;aR#57*UNcY*Pcs_Yky|`
zjXuprmBSJB&5w-oZJXZ%7rNH!`r(J^Ed65Ug{cRwSxUS^%<VRn=#MzxT6Pic(qEm&
z1$BLaIH0tht<SU(!8NZ<t;O&B?V4zr+iYrFC6XE&5*dAF37hKpzDb>vsj(M1ry?X9
z+0(Nf^Zm8V=}DVHNRwvE6+1;7B+g?hNRvwO&gU__HIMaV8LzhQrg=_cDC}x(y<AR+
z5B&FgL<hc+pIWv0-1jZx^@&_6G|~lj*W5Q$M9Tb*d7<?x#NJe->Om)-`4ZoSN_UNn
z_U_NPvFBd(er0(jf95CT()rq!-t0@?KEzm8_ZHg`$MsT4$yOOr?{b~S^yJ-gZ$r$R
zUIH<*apYE#=UBJaJRI6Q_b{y|y_5u(*ZJ4_#%+JIJR>0~;Qb@p(T`L!C(L;L)Tm@}
zo;~`GW2KQA9@6MD9OqQo`gEI<>_j;E8DuKm)N82WmRQAMW)J3()bfn1INbV7FNdj+
zy5+<RsdiLaO7_WMU+Z~za)M>vGx;0G+WiRgNWT>^f`ZfE^N6vftEF_tZ_$siC#H2e
z?W-+RVCWOvHT}F}UXePIdvmI+nrLS_TfFs-0+mDhovlgIQA)P#%`#4%0?#p(TNSjo
zO>@+-9Y2q%%8SUS5(TN)Y0nDPJEGARR%ChKc!Sss52sV*R9ce+U|X2(@lE)eL+9KM
z_dGyjP}dY4N7>S(HI&*{lPCv8g|f7kx=-T+JHK03(c|yVHNCcA+(AZVaTy<U#7gG)
z6ay*qkX4$WXcZODMye`Jjx<pcjuRa(p%%TOTUBD+&gt8-w(IoO8Lk|)=W%oCgcn4V
zZcjblUFSYOIsYl1tf9ll&bd!tkL)Slc1KK9f7g0_pj}N_mQQ-JSo)lP*e7hlGE%Hj
zO}YBX{B1b9HbP53eUc+>S)mx)y7g>D#%p}Wi<2+Z*f>w5nN#*A#5Zy<L0Q|ER+lQ*
zns$V=%ylZ8REQ(I#G9PGj{G}Q4^hu;J$7nM(XLUJ?l}F`2&qT#wVq?i*0~+ooLGL>
zP!fZam-(p{`A6;+Q01fU5|V|GA<Z?R2X*|Jb&S4yZ|#&nv0tsDF=cXT#MaH<r^ia-
z!J%G$Pgd-~`P(%U7=2HPWo~yOZug;sQ|dTj6(5?%XKU9Bv*UBg6M~wny;$luSm!Ev
z*iA$9Vybd+k{PR5Bg00;{HedS=SdGTw=vokLsm<COP@?}Peehgw)1?p#k+lQLKkgl
zV<G~}N0pFMGLOv<)|BL1d$ggK>+6)%tde&cz(tlo?>vseLD&;B?1j+p%h2Qq)=yqf
z(<UH=?`6J#M<8~)6=dE$)UCCQpIW0ONbx7sWAMw`K~?h@&sy8SUV7DX*@Fu!gZ2`6
zfsLKWj*RVe%*o!e|8nX_-_V|njWi~v>N+x_U-jL@UozFa&ZGJc$a*?i5we)BJ;<;y
zpt)~1`IM-fLi{?G<B!veyxFytNG#nl#NAXn6GhFeb<T7>p4yX&`MgP7$4j(4*QziB
zo+#O8_s*rA-{ZVyPoUtrv`Y~wQ46sZGx+gT-?{#b{TkRhRY{kuFjR}RP!j1Gd~84J
z&#YS%?Q$oMU!xjU?>vrT^*QYzYuBo`LoN6oRgQXS6w`W{Y9J#w?}?D#1)WaKmpq03
zJ?NM|T91&4JkRs_(9Nst)YI_{>YS(Uk9&W;HTal&9rOORU4+}~)YIGs`FC#=e<_^U
zl)l@IJ~S%EvR=wpkIwL!H7Y_8A{CDbmOa_K(XW<{9zJWY&YDfWg#JP~c?(se*<hsE
z^*d88$z%x?%Q%<B8j7dK$I8@0HMdTT=eJS0mt%h)`K3?C#JMGt=KD@OEL8$QtofIo
z^IlX(Yw7CMky^9XwT7J#eP_`mnIoKz-)IdRy*x=J^yQQ_Cw6>Vtd*DJC&yxj_@~xU
zsym{dm^SXIHpvNwywW?@9;$43nlbH(Wnv92XAhxiD+eaJVGkF!JBkM4Z>{C7e$s=i
zPZFtDkNTF{BlTEr$&_l(OED|DPGlHMQcaWcNsX<??|IK=-MUb3iBA01QOlgm^BHY2
z<34PkP1a>TZ&}7%$Q*U^Gvh*h2-3D5vBINu3hh-Zpev2$^~N!vqm~<6*iydcTy0@q
z(^L@3F0W<e#M0*?({Apb+)|Vig|@{lF&)>brfPx5rz171^Lh)&A$;zO47gkUOl<T5
z$%fl@MYUzT#F-r#>h0PIqrOI~ll89XM(r_OKzQ1=dhd#CtUn3ebjR1099X)$_bl9U
zEUz7<TRT}}@xYj!q2tq+2fsV7<M&##gv12ub}ac1I`?Ns$9}4>9UZ&BASO67hXffF
zwzv;N+{vvO*oCodVl4J#!WesU9sMoXh*C!VE!oeR5h*o5Xxa8@l0CHh+zbO`blaAF
z+Pk8QvQ1*gHEY5&ANH>8)7}-?{Ol!hb5GU?GIEUVKJDC$gUJVQGBMdRok6v5R079*
znkM3sE-%-1=|ztttn(Ej+hr*vtLC4z+OB(#^Xv-9h^|_mLx|MR8jIjZJO`+>si?<u
z5C_DOhS0Y=l;ha)Q^(sgH8je3-9{JdLj6wbvX{D+oEcd<g*?XN80k7LW`x&0n%+3(
zRZWeaCq2l}i5`!333Q4C);!u}kd1n@bNNdi-tR9iK}jO|UVm{W?Ns;gi|Nm;JmN9%
z8$A}~63CRFE#<V-YUxhZ_Oyq?@n_a-9T_3Iu$EWQ_leHn#NS$4;kZ7&j!b)o*6f^U
zcBbc&r1fYgz1^Cd<4@LT#wNTi8TYwV)6Rra1L%t`&r*|5&<mAJZL7t{(z#AWO?xlv
z1m}gAojwzp`u{zVNgG{ElU!rRa&2T!TPBt@mRXXILb|OZ8_TspMh$E%*FIB6(*4ZL
z(`edjT|dTq%CRL{(+~1NB6qKyts#_bjp@lKLY+z8avFl^;Fe^@C~}>NI+;k$IxW2i
zUfRXF2TrD5Ye@a1#u`iT8Zvs|il&(Q^2wFu6GR}Sw!(koZ!Kw7V~wAzW2N)5G`E5U
zU~VPagwg7B_h9WoMxA+W{(_x#oQxl%S}X<Y*mUk{t;(X4lDAAdM3FOm@W+$SU#A<0
z;Om%m8K>L3RDfh>Mrb*v9n=eYdIv%jN9+2tt<|bE31spyKdH0sN$@=}*VYimKedj~
zPfFlR{5~-zO0}<r_?0a#?d|SlO=HqI%58eQy&3u_HOH{=ZC>+Rt3}q8_V_zXzK?O4
z)Bogi^Z90cGB}ermi%FFi2n86$sYDt@7Rj2$syS{lv|Fi!NbHuO}iRvP0bknIx^Mj
zeagCZq7(e}ZNRNv{UulH_W}JnGAbK*H+G<vI@><oPJbx=z7kVSzxc^IN;-k-6&QVc
z4<BP3HTpGV^vJi?NzbJn@k>-yNcyU`=D)<V{(oEj*a+>kxpytLqUIOx#OXmB`|5SR
z&h-M{mTv`!=y&GnNodE^>Y7%NXK+(NO@|(j8-He*dek_uVxIlhlp?x||K?hXdY-J~
z(S(C%<3HG0oajtF_7^`_TlpSqH{!MMkUEWn7QD8YX@2$<&%tC;O|Nx32j5G5CWBh@
z3Sg48&G*^xd!1_H?&yf8XZCEtsM<GMpx9EywvHMVZ(mcc$8N-*S(7xnCR7BVmF|+r
zZ|!kjoQ;Z_gHJHDPvr{Txtd8Y2U#O#(|NhHxhCS~+30k?5ZjiY+i5u>q!zw*HF;hB
zM)eeHRd1bI+UO)6uOsTO_pE6IvoqeOO%>ZjMKTIDO>*-db0YIIUam7^m}48chM9A7
z<lJzZ-8K6Bmi-u#2FHGMEahi$de0R{TVrBM=?xrz?H93<%hdGKIQbn;P?Aak8_%g{
zL|fdj+Y!##E|)mtcUi+pJ+0KHew^n`D^Y79Hr0eRd*Yv8v2Xvj*(mlIv2U)noY?<5
z0z8hEX>L=SVsmtyM7=$2o9U5(zU;T>P1a?Vo!fI6puWLY#5q-o%c!c3P_?%A+Uc+?
zq1aJki+NOr)vO~j`cGrEa%@*=xzwpxL#N0mM@MX?bMSr_L@k+oQ>?G0PS+f+e~Kr|
zDA@~19V<tPZ+~v}5Ar+lI*!?}4<%jtykw1&cPVdp&^bTla?gyPKiGTZ+pGM0`8Bq}
zYt*Xg7oh-$?quSgJ$69Vwwa6t|5)RwpVZ$PPwvjC;TedwKx#J|I~0iXQxuUX1SXew
z&ZRoN+;i19>L)S!IWl$0;m-V)h!~k8(XX*A?7=%CL9l9Xm$nz?Tlx3Yyqb1A(RXTl
z?5m%*v}3W3yjOh-7HITGvz6Q=$*;)M8FYC#Wew~xC(b3t^&R%~oGw9~B}6(W_4yQ4
zQ1K!LzBHA{_itW(Ir$U(-Ba_)PcM#&>f7fgMRzAOZ%nS>FFWclO)s4{`n}n3cI90U
zYAJ60z0v5$YlMk-?_0yfhBr2WUY2w8e~|QldmD?qxcb862}^}!T^bwJLnOYm9+#JQ
zSqCVkNWG3(+zapPe@i;#c3m}(Z%?yQPbMp^T~phAOB|DpMkO&8roV`9wMFi4_G`;Z
zj#YYEaX<?Vdf!(sfe!PGs4w#0hKYQ#Z<+^0XHZEue)dyoU+s!Hr;}Q`*IE|4RWXd?
z`F*AOqbVa_n_Sa(G8duWrD=#*LV7TMZ{CW?Y_9XlZ=ny>l~-?LlKWR*U;V+JkP$>)
zgnaIJY&w+{VZ*!4J713Hc&WncqI)$mB2MMOv6RtWb(~vr&6w{oPsunn5p*}?-Dv$}
z8wO1gPz_6WDSmDecJJz&DIQl9^0!8<Cq_p+a7?jt&}ySx&Ce89@jGhLk4!U=K4Grw
zXyWeiGDwY$9^JQwgl^b(6F$F570HP8_IUYYd$h86@*8elxo5xr>kJPSOs4F|YA-Q;
zV|{Qu>@kFgPNTVHqqnGy9!F~^lWx=&u9K$(Q*VsJ#KTyvxD^MrIHx_HHRqI5%q5&^
z<fue#v2OIBv9NvoW8&)!t^4d}Ol_@m$v!@^Ant-j%R1+Hj*q>Vf6`0?lUc8-taNS-
zglu%P=@x17eUdu2hll)cL)h|%^qQS&M@10q^ivOB+1C=DGyJp8aQ%n*IqFk$t%n-)
zE03p&&bU*__nTnoNB?wnJ)#(9_VBxP6cbTw@4ir!U1-k#*H)eSI^^0JvI7Px34J-&
z8HniS-YjG$;t$c?(Gm?3Z1h~7BRpr=9p*Qn4Vfqr0e5W2c6pRfwV&Zh9DT5-o5_h<
zpT0KhOkVTcGHPzai|BO*Lcck^M);=**URj#C6^`rdb|(O{c@tzUyMfWdCTLmP+i5J
zk)3N({i{jlsg(c0xcGXinkz40+Jw*1>(lLXd@AN}ElsiC7tNQwbu5EAb9>vS4W1d!
zAMC&18LpR>RkgC^GcXZH^~Jut`SEs)DUE&$e|#*isUZ4}^g48__;>cZ$0kwqj9R?g
zR})^EbxLz9smh;jXj!{66YiaZiOfwA=k>wF9DP5geWj|!J2u&<FS1T2vQ$}~ed@<;
zOdp$$uT2373ALDWFnQ$wE%ezW{Gre2MizavIveW<Ib5uP<i?u6(G5xZBohiu=C%5^
z`&#xEHgX8K>9;q{v9%}K#n(|9#-6iHLvmE*^9d<2MtmE!u$@CerrlJ3_i6AK<_Cze
z9UZ<NpZ<eU89v1RfD`6t=n6T2DCv0pL@bd{FV=JPnw{mMEi`>G^@kJJIgd)sndmOk
z@4dUAEgb@-PCq+EsX6&c_qdOJmfm<i46V{+Bz>A^(^>7u%}D($gne6?&(vrT^?Kd&
zsHBrnJ|V%cNfTn}AG0U*Pw}K}naP`FPu63Uy{k|yjig==ChiNBkHs3Nn~2@c^6Oa~
z^wR^!b8xF~Wix`do4EaoJy<SrEsI-APmD$!Sj&-H{PkT9{aNXGxaKEBmVEwM`4+vI
z`MHKvV?ZL?amjfYRSo2JLGb82Wk1SuqCGY`sL$m)F><Zg(+<aa)3U>w3?+Y+Z|C#@
z`32OhqtRG<&#{CcrEjsk8`3TG8G6eEjmMekoV{yB%G0>jUb0DKPo#WFeuEhwcfD*N
zwA|7yhtFqdu5c+%$?eNL_lY@r4nks<(hrl5$udjw*5;7T!O1)|6<DvW+_o7Tw1M78
zY+26nA?$6^iTr+@IHP6;u20|A7CpjB6uYFvF$1K`HO~&0v7O~5J~l5=X4UM8qZg9q
z@gmxtgO9vgx~fxj%$cF9+Ge+o@*Jz@*?+G-oJBjGf5`cHNlvOdTXN35f6JboQU7A|
zdGCzgd6_IeN_x4T@6+e;NNzdT)2Eg{(~5oR+ejDJ5uKxVoOSnJ5@)lRiEf|RJ|o5j
zQ7_ld@z!i7L%RF&fIZJ3Q8i|(2)&oQPs(m|@NiD-wMF{;H?m7(^r>&9(32J#-^)iH
zOfC5+T&)@17B1>oY)F7Qblcd1Lfp3}t+rwE^BLNxMgB|GPn#aD13GO@@F<y@BoPb<
z6+1kd5bq~xTdC*Uj1>3f_{fybIe8OH8z)NXoJO>RYHg{TZ?<dEq{r{Hu<87pG=bg<
zoymRAmTt2d)cB~Z$X?`#T2ai1=h=!$n}LtA6kE}FhMlZx53)0)>9dJ<$Ih+R@4=H;
zzBzG(?kQu1O0T9`BBuuToPngCTE>Wa5~E^LT^-?`SnqiG_W21_UD?fZ&g5f69sHoI
zCEUUq-JW{BZkP770xf$Q<5Db>*WHe?PTO$l3{+nPIwDKaohB`fL)#P&C+^|j@W9+1
zvS)nIZwHtIN8j$4L@`&@nvET!PMjS^GQ^aUqVv2`#V56Sb5H8j@4}M^6_rr+G7=JP
zaesC(N`Z+wcS5u$ZTdNeWh4hqci-%ZqhEqKO+<CTwQ5fk_1*`bM3UmQ98ME`Z#41z
z1lt@V+OxtGA>y12nvG6ViHlLxx)4jiXdKPC0cLF!Ww7J*jILTl4<bX=Y`jJ<pH8Mm
zrGOok{O;ieGa_u@vC+>K|H<5sI%-Za&&lXHzce~sMy99-f{Qp6zLAyPF(3MH;vnZf
z_LQ;u%&4A3GRDaT{Ka*M7OB4>OW@qwhi=Kr=s;1K^o;BbnNfx4u6<{!|LOj-zF2Ty
z+gzg|llS_ucC;bKX`iL%OZxR_G;p)GQoHXd1h3`gobv74Xtn?OWn@O@kl@SOPS!Cm
z+KO?WTix)f>Fl$gr58Oue@`UTpCiFP2@N%N@)v#TMYR#cW%y{?;0a#X?5Ag+=+i^v
zS&lxEA5L{S#^t`0KBdpJI;c(s-7E6)XU-9G5S`*dks>yh5OM5>sO{0=p5HZ<BSMGO
zE27t~o1fUjuG0aJul~L>zIpveh}#rX3?xL<IN0hZYrts$;`}(K9^>eC`lSsIc_+#9
zLUcmC3C^ZolF!5<>YL7S>i!#O%eJ8$`JQ-V&0pfXDkOiKEDICew{1`Fa<A?zo@*Ab
zCwe#s5f!)IGYn@T(i!pVLnGpv-noHuXylW1*jg-F>vZ6GXz-r04oBeGW&t<@NNjOu
z%2>GDJ6VFcUE)Lo+3DPa$KRNHaAacsQ`9_Kc8U5DIo%It&9O<f?|v67+k7MQk8}VM
z7NRiXieCEkRCl)0N1L4$Be(EC@lmPXh6ipbCS)Twb2&)1?w68`-!+=GCRs-@#&m7T
z6ep~)OtJt(g-oXr8!|C4=jFT5ZYwU`v`HmQoAs^-F0y639lZf=>!6mv1m7!*``M0t
zIf{V{X?rk5srw??CihI`Q&UK`q0E8e4pSuWu}#WtXx-CYj_Em{1pksfzdda}(bn}#
zXGF}-QUB=c%|{fAwJfLD)+~eC0~VqWlWyqg`M#ddV6})$?%Up+e1eWM7GBBsoWVck
z)3sz2+GrE$WL-;b(dFH6lHGdEx_p})CpClE+Ma_`yP6#*b6GLX>Mqo~$y>x*b;=zJ
zXKCBCIRlSs*N%t0pQ;Y`#_=qo)4uz)OQ}g!WMy5BYwaXOUE$lGb2?w|h`cHnQHXoH
zrB{1wkZDnf`@@p<sYg?z;e^pREo$q~LQ|g0sc|qbeug}&;^thU<`$h+r!Q~@8lBH5
z(M0h97JrOO?bs!<KB~0SD_2db?Lo$7vzaNIOFmCxsp+k@L!J5G+C!}x3qRGuqP@FR
zJztq$equ3H%l?f?&NejKp;e+`Qjgp?)~+!c#dK`ZNOup?kDzvdulQ?-hRkq;WAQt*
z(GY(SJ<*e((i2f;Op-bARlb3q#8}t@PIf{EIG#iy^4<6BMHD-7HbwnTPSg7?#-&)1
zjpQ-a_4cif4gPsfAD*=6<8@u_kz@lATE?6TC?lK5-+l%%@(d>9nI+QA@bj2Ema4IC
zacu>7$CzqlCh8yg%vDLX7}p5RTG>Gh7m>$rj9%&;#eJf2pH|bTZMUgq&Zj-=%!sW7
z+?qhXF{XtvRa^A&)4=fUuF2N2jiMSG|NYB4xQ%N>`gmMUz=I1NT*igXIs=z?&pb}b
zEdxGpPrJUAW=Q%MMV@{st?TbYjoHm@l=*b3)!#91N9GaJB-Z0SWm=uEWfaFrFgf6z
zpC=HoEl5jg6X^WY??<+yE;V<`*YgoQnB&jz?M!KSCQUt%$V8oTVWV^Y(tK}x!eSgz
z>=EaPG^OTGBgxtKmMs4!Y~I74=|aAxiF5AmVwW{sqAL)^A~8+k*tti(V@&fosOKhK
ze=*Lr=G9^e==uKoGa!OOE;rDJ*rRvj!Pt&SI$FZwl@jDt@z5NNGJBssqAwvi)*MnK
zNBi5s5|d7Jz@K|&3DEIN@rv5Y7G51IIqE_5OU}_~w#o6aXyhY)^HyHiPLC9`J+x(a
z#;i=7f7e>h*;_@0^!Zd5itWwl4(gbm5fbjY$5Y{}ma*IzjN)Tj)>xS6(g{G$meb#E
zX*L^9OAFSDqiUO5KZ%fNo8NkW3Tw3Q?P4_={2*S_=NbQKu|~d~`74uT<hi!S`1G-O
zF#f3sn|3q8DSTOrV@G=hzfVYVyo@A{m}<G`c~Vn^j)h_zo$=L89cNC!m;RD0-0>*a
z)11%K1zyE=tcM=;XCeyeq(8h`-!F4Cw{&uyjgv3zA7~eE<R*`w$4&cM9lANx5%c+!
zA8aN>{NnsN^~E~xQ&b&mY|W3JCpFL57e;?v9k1Iqhf(8#o9qscZiAyE#{8?k-Q&*I
zv|5R=*O!qUgYmJ&g!p)P={6DGF)?||Fc8y@;F#B@#r>LANEAMmd8`LU4?G$A@41d+
zatuWApAOdUdwnZs?}%2Ne<c>G9P~b@O4GNm|JIlXC7=4~LskD~MGwvYQ8C1t*MD0N
zhMKdyOT;7Jnd%u$<hiiq`{%`_edgpAwF2c;Or||Gd5Py9nKGpM;*!(q6ZG4qh%%}&
zf%2}&u67wqX0bF#H*!MPF{XAY6}_@lBcTrJQ{ZfBia4b2>XD2ZNBkthp$PfaG@pky
z)5m4H@%yPGM^>!cF`i9)Yu%A?Yz%~d(u~|~yTK52<j2gFd~5weZgZ;b4%9o6b|BIO
z$9HCrnG1+EFkqR+JZtRp<{T6X^>ljnu8d*nlO|zN?}TV9KQ*P^j{A#0OqL*dFxUCx
zB_52j0biOeBG-tfIlysbY$g<{qV{m@XgSsf4{qT5y>Ui8%gbn#dZ%Q4>bb?cyr~Dp
z`XLEw`;PdhYOTUIx_!pdfG4)mc=j=0(W_PI-t>3Ts^c+Yg;F*3cawhYd7i)J`6KQr
zBD`(>L4Ja~<BPWu{F-zTwbU9{KdJc_e<sF<bX^x}5tH7$`cI?LPv-5(E}{-85#v~G
zs-G^(Skbg)tt0Or!%}mNCpC|ll~8Ons&&jsj(L$@dV%r!$PsxB6#K$_2)P(KN4;T9
z->}*78?RaOeqPG2%#mGQ;@N;iUcWB!$5RQPiXHgEIH!|3myHILNnekyk79jljel<1
zN1~EgBG=@&H!AVGo^JbN^RL>4PHfVOV#lhT{dlPD^hqx>Nuoolko8b2wxG4WmhI8W
z7rH&nA~2_TC(I4W@kh|ab}B+ch7V;%y$3dN%)@QLh`mmg&CktRe`_?0=1RbGYz)b~
zG&SPu5fyRcw|Wb%@!yy~gPT8w5_Pl>BPs=tN3l_UM)Wiy)p1pzmTKL{z&XY5jZ2&}
ziY4WET4<VmnIrpeJj$z^+)CY>BSMc6&X9%9`H2;+Im3J?_6CHJWE}tfsj^Ckd#Q>L
z)!@ghF+Ua2!gooJ+upI+`qpXA7$dRPb+C2xj@XrO^XgAl6K8Ub`D^(BWzUgB9joI|
zQoe~(2~>N1DnO^l{k}Ky44xcw<7zCGb8doFXMWu_zq+E9_WJ5~VNDo~uJt<pE@^+e
zo)u{Tcsx>E%cJ@G$KtXWZ$ukyCU}=f=!VgEZU^J<AETEv;JRod{KJ<2`R6|LCG?N_
zicc&p*J6;MV`Ydl7Eok;W=Z@%8jbG*ANMcE&YMv&)=AM`iXCf@IQK!G`1Mp*NVa^b
za|S1m>;^+4KdIGYC6A>LwL(1bzZr#~$`|%8_clJgkOyI+gnB-;JNkG;15Cd}lX!6I
zXzFaak?LqHs!=;-zMSHd*g}uQ{JmWcoe=G<z8uXVDqqM;9yMN8X0A_VRTI(V?m2aq
z<mOoaMV<Hh$PLlXb&0%u($*_JmzLm9%tNJ$^OD3IYxA(aX!qBX4<P6IaylbVwSf-L
zWAj$g^b7cF8`y(2j`!>Af?9&=tjj)}$|6$^iVwF{pyNy<!lK)k*JCd7#nF0rKN{T<
z1&`*lZcYWJa+!A<t25V}1zSWHEa3LpUqyiN`|1tad2wt(BWy%EJtv(wSq8Q0zqv=A
z<DZJ~Xx~CK=c{-2Y1X<HUw_A(cG!LAz0(ffM>ur*$198Ykf7G&CUwP+j4I4f&;RE6
zw?~mpjJd``cgO2NoJP&#turxDv%4N0Nvhk*&_7>@K*zWeb1veFq~x~wgO~OXlOy;{
zP7LQ9a><Qm;(HL*vJS!sPv88ACVYFoIi`f($2BO%LjEnw;#C5+%Dk+$?dxP18Z_6R
zT36?2B7Mfk)s&$kjt5`UXJMeb5^HAt=H-)^rZFC3n{{8wTsYG{bLz}#5m}e`GZ7k{
zX<tUeJP;LwTSmz_n)tnQ+C)?Ta5zGvYS&V4K=p!KMi)4{9ZhR8sYZh=AjjM4x9^)g
zYeNchSMT=e<5nz#F-BSDWnFVR)f9^*CFfrYafC)QJ%2Q9udN_|=h*kx_8^iU(Sch?
z?oFq2?pGG)-KbDw=gFK3$S1x0lrg+CAHhTz8xdOD(?=;2b1%ZAT@h)n>9>}<a0(=<
zYaM;U6dGyrdVTr}Pd^r=_tQq*{bd^{*#XUwxs)hFjbaTAc^y%CZIR>m&NUkQ<htO#
zJc@=vqm$%4-jm#J^kj03Ig(@5)7Pj&XNF!yZ8_p^%Bj<9??jzGUk)0iY)<taG=08+
zKCCRyGHuXpPUA&$V6}yt<BNQGEIIuB$nladC;$Fz!otMS2yNn@s^vx}Rk!+bqD*ou
za^F~*)+yGCCu58~n(uV#`R+OY`emCqhA!xr(~QBRUHy5Cs-_4THeNmX($bSs7vyX*
z`}CvfAL_le&h^l(SFS*)b6?9<IBk=R-@C{5)Sro{rOm<Zx))kN_b<x1)~OQdKGcno
z5IHaDK5vB9A6<o0mI;rxoxrEsgl!t}ul+htCl)PhRlTT{s#3YmpIWyg>BpPY9Fs5W
z$&#6`;Vk#Do)xZX`>N+POkOgdbzRO=VwtqrhFK@J0%%M0y{lhOrwF(UXwMudwjB{C
z!G)*Gaa{_DY-5h(-z@8(s;X0tm%v5GRy$X91Mlai4?bfTZH~fHjc8x3k9tz`3`F#D
zJ~tdx5jo?aGv1e*Jzy?Um1j_S&mVO0Gz8U-XcK(wNlSkgXH*fL=%%dajAw96J4AnL
z)dp^CdTyr&nH~N0tU|B%JOfYvd6eU&Stmfgo;01v4C{C~+Hn6E9h9$(OKc|6l<y@h
z54|GdS<T4Oy(s%RNm_ceCiV#WJ3OoBGqoNuvECE4>hC%li=Q^RzMkIuO}A}JfcE~d
zd4qT|)zcz*g38X*oFg@ldY(jl^o_L3*$037@mO>Yf=Urxus@n~&uK!1=+;o=7)7$k
zWkeIrsIKK6&X;37J6$<^7Sy<J|9xo^L$9#TR;iba(WXDn;3O56a9c;iDdoQ&O)*uf
z|1YBvebptJNv?bCpzts2VJ%No?Rsn_lk4O~PNn7V$+1McsG?pb_hNiDVd;}?v~4?@
zEz<PMNw%-IH2I|SA12HFWSTK<?JR;?$4WOnMe==Z`<&ZHzMp92NUpINdwm9yYO<=H
z+p#d$IR7cATI&|_LvMafo<V%ea33qrRAR2Xb)+UmcJJH2n3%7nh<tJ^@`z)-h;!IP
zp3i5Job$(O5^t#5@a3~X&0C|@WP>l?ZjFof$UvJhzQk5(&KHpAhQ>as9E}A$%GaM*
zr<vWN4=g$aTP?F^(8h00B3kZ4R9mv~Xd~hl8KEeI<g_Uh^Iy8wA8Ew(C%8mpC>-SK
z@s4gqs3S<~JIwT?rii-Q>mI?a%(48@X#wA^O4QCqVfMbhGG3M2RvnS<3?GXGqlhi)
zu97ipHmRpC&uOyJK1M9<HQ(_0*SlU1&FI!$)@#uR#DC+r6@`9bzk4>_kjNRcc&`NA
znX#xa){lsPxouq9`iGp4*nr-=0zRpd0A-%q78`2eb-pYdV-aCrlmik?zw~+2BRgW8
z&%yq-JB7LZ@!xOt4EnkJr)o(72eHlz;||v6>!}}rjf{Qzv9jWQLb^)aff!9+^HxXm
zCPg|(YkOxVSjIHD*AmmWQBHL|_(MKRw~c#QqFF;Ia;%If8&Y($&Yh#NXyfF!ldLY?
zOu%$RY`tqOEuX}1P-`-^<KBK+w2vp2$WbiXYlNj;zON>Vk$RBCpQ)+BDI}@@z4mRS
z;@9sBH4o1=du~+y#{Qck(4}3{OzevjN1XV>!bq<<5yT0pJJ#R(zBz9_hNYHco<tne
zEb%Mz0nCEYM~Z#X*ep-4<oInGJv5=#bR>VkLY%og3+f1t_K%>!C-tH^R;Q@)k#*Cj
zQVg!WU9H%mmcv*g)+}Evy_ze9Hc!k)5>X-HY-s=2P>RU~oNsxgR(^Z^nfNVgZBk9&
zbKX>$UEejuxvvpq@lVZ>VQ=~+`dBJ~1<%>XGcw~ND{W+M$g}&+ex99yjOeeAPRLFy
zrE9X?D?yyePjo`U$_;C^*MPRQHR?ebXQp$h<}?X42|T>+^Z1?lFWqzG_mHHSG|lgR
zY}Fj(ul8np;?fCQMW~m|@wnHCUPF@V_I`a$V;^UOn22AG4arH_=o-}kYgwAhZZu_$
z^{6FBx47o}0GTUd(>Hr<TQN|NjLb3h#;fX16T^cRAI7v*yQ&@6VfN8>{1|ehsx8s8
z?xl-p!>L6w__>u{-=oS;wlw{fRrT^afU$(of@;=}i*(tSM>!683Q(M#3FjzMu1BSW
znrAH|oP4InUB}6DF4fZ6%6_;RHt|H>;DJ$sj>kRYOMPoK{3TXr@*>&W_l>W}dK(GR
z_j~pe>^6(+k&yh5$%pC!(1HAgDcjff&zv%CJoGBsc-SK;%;_!i=&{D5Xp24K&kYk=
z^dO8!M|?KfK&dtUq{fkK$|WQ=aR_Nt4$~K>kI;p9tgKY}lQ~^<gPnRAse2%;eqbD{
zBN?P{i(SEsy=PvGTuBmKKB*C@R-vfM??>&$;op&}75=3BR*;lWY8>9nWIGc+h&jz(
z9KD`T6j{<BW>&nnyG3%bEu1M!dOCl?nV|RV6Dcw+pUf$OX9Eeb923ymT$NLV&H|k&
zrUUh6;sdq*Qctn9iAG2WmahCM|I8c*r_+d@uq8S%gLPAkATLl(jMA0n&9J?W3R)m%
z@i+1*ehLcK-dxCQRDAa4TdNBmsH6?=+%9q3Dzz_7hI;75nSk0~C3<~o$cWqfe1b=t
zL<>*}n*Ep60KY1*XiEruDmjJ!bR9}sm9QW~oH|Kzwj|9|DTrUFQ2e)HVMFJAn`5UN
zUed-nHDYauo1He&a)07nlRx6jg-2G@gO8}~r|)-;mQUJ<6y2~19=*@yW{frw_i|oQ
zc~!jd(<HaAex?m_{VTJ9>l-oljKrBB!3*%~%b&5(eMkHAKaFW~1{QdUCHmf`wQhG{
zTGFJP7vk{p6SkA!mvZWm^&KI_YqG;u5@K-KU)L%80kIC-=eeO;cOpgH+V@mJ8;y24
zbN_}i2JAGQhgid~YHbg(L=(3@<!4&B<X8PqYx*GZrB!y{*dr(PXZ)My+#*Wk=H>hL
z54YH&@pxJ8vn3MaWNNA+<yL6l{pBru=zflG4HZ7zQ7-FJO{4lr3za4%k)XR1wRCrz
zVrZ<?IlFpV=(G({z8`x^{UV?C(*MP0F-3ztZB`4V>fj|xGHPuW!m<)^V(&!Hb<|^e
zo8p>WUfQUcfG<&RMM_QJco|)v)OQTWbDK<%SZj@LitcM`2+}i9atFvdN}_yjDyeZ|
z)yH@nM=r4x5}y+fmDHs2kL{^ZF*h`ZDyDf0l}=xks9u>46Z2zjB4lSo0h|D=rSE~E
z;_Nkch1=xGN?O}s#?L^;HmOBH#VREQbDP-4jPJp>KfNH8HSst{-=gv|;xqJ}ESKn~
zg_t~y8{6>n4@0`1g|fCvu~d|ZZ%;D{@j3BPz1w0Dh~0?Z`sjOkw5p@`qRnfBw=Guo
z%0^`6&XJSr<nhUp(Jl4N*l0sWLGG%`*gR&6sCI^of|L9?$60cgIiE;}#(n*kh?ALI
z^|12_EE6^Osz>I*BELG0ZHvDm3yQE&QHt&58F2^|aJ;>!qxu6rKE)x*Bz`jgf4OLh
z$~tpEWo5m@8R<ks!Pq7%y7!zW{!AQ)Fx`vpYJx-46I2AY@iqR&aa7c0@PkM`w)Us1
zzZ?J7DYoxjeKE!03f7nS?2XCVqX}2K1t8+&89ss9JDEaW{km?I0Phd9F}AWo#r2-W
zx}?X}wUoQ~Gcj+`1+*c@M?^@4Q#*lT8$6yfY(uBax<;p}NhEoresvozxKmP%?l+aj
z+cxt}jq!Vn3VQMFZB6JF;U#jq;rEI3@e8-7jL`3OjZp4wSDsC^uDp(}(^9F&K=jnE
zr|)~;C(=XhEyu%TtR^zo=Jv^}_SDNc7Hk^%BWG!;dEnit?-O0NwDD+uF_)q~%-nCb
z&aB6=R*$8sKU4DyyDB{B9CeP%;86GXS8wg*+Kl>W{VbNZIaRckFiFmv$&SY-XQA<t
z9MXIY`lN|@pL>jF_m8EE@^q&Q=Y)L9qO^Rvm5)6lbM0Q5ACqTp%?r$V#CLcmtC&6B
zDIf$#a){{;KjpSGS?9DkT4Kmm-Nv-1ADu3-M(9ts#!7P@fdn4)oys{@c6|z7-T>SC
zc&f%w4K1bj9Lo5fG%}O+G^VgPBLBawe9_P4KQ-qRGeeps%PSnr`7uF7tqZ!b!<NX0
z{x4DR9s4hRxQKqo#u-dO39mE`M2{zw&kRq?gYDZXFQW~tk>U+%uGmFl4$aMw6KirN
zrqq$v3BJlsCS306OEhh(9ZztTQWbw@E@zx;B040>a1=4OM$ab4_H2&BGv2j&?2(-5
zpWZyyGO8v4M`Ve-Lv)!)kV=H)6^+&nsIobww7M-kl0(ez3yaTh;4PR8f>LixznNUm
zZDAzKWVo?ZmKs!lCeCK(vP|SGTX_4ey`H1cjbU{@&t$FBG4~ERF6#5qXCf3nVWvsa
zSbjdRSZV!RHA$P}Xg#TMXg4(9jve+n@fZ!?5L3D5yX((@=5O}BRN<dZlEI8mo*hFY
zdYzo5lxIbz@LIa*H}<AWCqc?dvK-SA@77S#k$W(`$5X?pYM{J-q=#epmUz01Pqlmc
znDkvZ(E?5H*#EP2Z9jyg6r|cF%dzI?MkyCd?V9}QtWnNcpQGK6W}{ps)AdLN{Xy>1
zi7EOE@f|#8>o69K2qvbrP9{Dx-QmU+{_l}}a(-8b&O<QUR{Ae2_0kLuGxeMpZrkJ~
zy#YDBk^Fo_&i587W_9Cll(hjBo-+PSOs8ZMITu0=%Hu(u@4+f^hB3#dZ#$RY+)L`-
z75hhY)bb^xx?IWt`U54G=|(;aE~?N!+P_hM7wmqvpzS4E`YLMYaltwwq$|}N#6f=Q
z2=6vO$<{|V-@c=BL1eFS{y)mg5gniw;2rY&Q$IC6Mdk88imf$!z7(@iua><_+e{u$
zJ=I7v$B?z+&}DgJju3gPw}VH>&W!W4xyUOMI^RGXNL+m1JR7~=mj8&bk5RR?(Q%Ec
zx~nvuuxFF)o;rf8yCnBp7jhg;;ON|c8`YVdRt{fghg75G^&?*Hjn40ePiL}--22XC
z#W7@U_j{h;fr#3$sP5ZA@*lQI{Ev2y?<?ET_oaC%VmSJ5%69goQ2jPM;UtJ=?x@Ax
z{}~&;vyV!#cV44O9mP?7Y@<<K%>VqiMjy5S$9|nVPR3BRyi-ggCdla|II6FWlI)P(
zlWSWM=^R_n2DH63twp1RNHy}fLq|r)#uoCz$oj3xQ!U+!5o1(rq)dGK_0_-G7S+pf
z4K&#9Bu7|^zu5n`H+GK6cTL+Rtz)`QvkLfXd^6{uUpDrlog+_R(loR<`>mnE|3axh
zS>%94h~`X@pIAoLBx{=naspkaN`&vaV8TxI^%;+%6F!aVlY75j4-@TUig{9Uvej{M
zi!jII-TV7iC;MAy4Mum`#c0uXw2G6VP7|N3P;GW8m)@UCb1a(Z_BwHlg>D2@lX>TG
zz6-%~&zwW^4K)6lh%WdBb;Z_d49C-@|9%fD5PIW%stdKe_*}*1siNCBm!(CtSgzpZ
z8BZ=Pttw0;E$sJLla`j`_Vf~4pNX(&e$3DD6JwM6oDplxbBSbSbZWlNHvT;2C+s+(
zj<;0#-doF-uu}O^WKAvV*A`>*YmNT0G{p`QD<!1s2#I8vjoQ;jv?+Pio|ZM+M$}kl
zwMi1eR8sA?#$PHyPp%<{mB}Oye`}GZ>Q+BqL$vB;d}F%8`G4vTOmyA1T!*bIPwgMF
z)paSAbdGtlTDEzzBoUXX&O9(oZ0>k5(FFUF_U4cS5v#tK>XI$nJ(iEfk>N5L#fXl^
zPXokV-F;_o*Kj4TtIABP55&aBel~9nRo-VlZ|mnWDrQaAA{3|4nC6X0mNrg0^4OoA
zC+Eb8&?rqWC+&=}okuC%cW~Fd)Y3_k^YG|&K$@js=8D-cPLRgEiG3qDmzl(&WIx$j
zf{&-8$X-89gsq`FOU^(iIZN18?YgXt5o_Re@;>bCX;y;CDEw2);-4jT%&A>B8>TM7
zvR<C&ePqFOM(>{43bOQ;HrA0+Y{BIfmb2ss7O8NqosKk{8dJQjyU@9%OS9L^hH-XJ
z8#>}{3g5WrL}D8qGLJ4kF+^_+*;=RY98^@Csm`Ny<it=bP5P&|S?bvBYt35RRo%n+
z*|HDkP>tE(bjoIVF6b=zVk%Oe$Y;6J1YI4ga!&r1@qUC}(dJiVAW6$yGr{IDp-)E4
z=ai-URBt>sT($!}w!%9*ocFnFb^+Ob^m9F$J-_loOle@jmgdgr;f)}R-)9XOvn^zj
z>MFLRJ^s6UC{urC8IdMh#XE9s_A10NMBJIEzpv+szR$Um`UtA=X@VNA>ckBj#M)b!
zMkJlwSUAf%P>hRC0hN3|YZKGw3>><}o!t^p<dw;`tU7b)mqNw77B=(V6t!z7Y<tG@
zcq*~)4ec*^8B-^gf*uL3KjYKtF3pl<e|m}US5Nnm$q18aRL&kw_VRozs^T&`t%?2^
z!JhGkf0J{=dvOs4?pD^`oBZAlcE&URyd)#Pw9hcdS5GJq2S0opqvoE8ju5t_o`FBd
z7bt3;BO+4d-l$ho<o#xf6x*I)8=s&f?_B;A@hOyzX`~%Qs%SnoWcctlo+S>oVh!@t
z(gWy8gvZZ)q+C0e-}&Fz>i*@nV+#&qJ2>ShjrKx8v{=?Q{YgX(GEt%!ZOv@Yt&Cav
z`lnh_f>-vqc&(F6SE1x~4{utZiKs#+Srr*g2Hy?+@hFa1vSJ+49o^~|Nyxq@^<oS<
z$;Aw}+nWf<zIR%u?{b^Z)(Pe2<>`~y(jHG2PQ+mQ6`5!jn@$}0Kx_W8w3<j{Plct{
zBL1F;LYx!spHewmi?{<rvD>oT#IxqPUG1Y&%S$7_SlT|hIhHDTPVc-B$;m6ewg{rV
z^SL#pv__#?Zej{)0${0*N)8S;x%sg6Eo*f{{7?LuT85c`^B$gS7AIS&dF8pR&P_p0
zV!_-S@MMjL?axGrl4o*6kEco;+WvUTBkQWA&-Rqq+IQ{bylm~)iLr@Vj;xMEl`HU^
z&&<!Dfs+%b^O!fkd#aAQhywY^n9em$D5$9Po>4CL9<f)<>GCdC04c$vBSqYd!4yKm
zLH~tKILyx^NmZ<iozLZ~wA$R}R6fb66;VPnjb#07Ib&`(_F&xU)c)T5TY6|zBf&$e
zuEwNi+$|@nC-1DKVO_^$EuuGwuqex?0;&x6k^L^NJ&sQ2$DTIAqFZnIezwWCaO~T?
ztZ|UXBC&XgJf0wbp(>)g+H(35v(EK6*O`w^R?);H;kgt=2vp7I)V`ktXvyl_&gI{m
zf6JJx68T~0*k_iouuCKTUyQ6ZC)tCe{!Bz8MS(uiom&;>4Zj|%%iMNI+$TML8d?-O
z;IX}~-?MxY^R}i1UIZ(D$8b>VP4+dX#GZEkk?F=0v!d!nr%Zu2#kTd|IUdJKB^_c5
zQh%m}N_ABbb0?*E#fB07pBQIPde!g4lNcG2(|68pjCb`<@g&B=j&#)ld~?WmQ{)nB
z_oxltf{5rFJM4JyP_OO(*k!0a+Ly#8>(jfFbCh1O<i{Lj{(-5CKbl^CZgNc(GOnNO
zi-wq-C^uOFos#&%zF&RwSifTHR%><7lL!MAk#j9%pWuj5)Djufd<2Eh7yWKRp$J$f
zZ8YPYu+6grecQ2o(zdCaS24QZ7{#1&mq8~D`_^<_Q#4Pn{yfF*ikL6KO>VWnX=k<*
zqHl~!K9jX4qFO3>GMDnp%uClOh&jC;2d~I?$<bR??a`eLv1WpY?_#sSUyVlexRWhX
z{7NptpWypjdBrHInpfalL*-TObW1ij;1G|1F_NWGeA}r;rOazVM^SA%syu7HE}WF7
zV~PNa?)Pad)f7kPooa6>i-4E+dA>C3r@A5M7C7fYChHqlTYj*PTVoEDesCKq#dCKo
zm*g~X+5!tYw;P-?Z^d=>xAkDGvu^$#G%Zn%dLnbvZa38Dj;QCKj5Kug#6|sHiMRfJ
z2^n3(oQD31BWbt=AvLQ~@*LrwG>bVeuD-S|H+G91&53S!%aU&CQ!%pGvX>e#$3Z>7
zqc_!G^yDv-ygi%b-Z7!2_yMZyaPOWW-VaHu5)>m*r{?RQ?Zp`}UkizR<GRNli;uT)
zNGIu%C7AOEU&*9s$@3QNOWCO>CV3K5MKf#MT1F+G3>cY7wV*jJebX4O+G6q~!qs2F
z81pZ4?GjyMB)-ETb!4dUlPy3m;;}i6=sVn6tlYLMsPX&6$TUIbw=?$gZf-~VWU8NH
z#CWRsB<W7wblvV=_pNj%(=Dqvj!1kz)u^+pOCm|nE6#I1f`ksz2%?zE5g(b+R#cqZ
z>sYct0@p_n#qSXzf`3BfGJnUso~j*@ybH~kO{m|6Cow9YKXzMnM4h#tN~(?j$6No)
zuC>d1xwKb)Ex#J|adS<hs}=K0J6w|uh_q`AMayF8KG2k{T&9kZw!?ZnM!gQ3L*0v;
z!n8+`$n1^9ZS8*Xm`24C9HG+bkp7-Zt*h~O$sV+Q96uG|NqyQi=^d?E#BWez!Gj|`
z>-C*z)}ke!V|3xnlTT9KF$v=IU0iD#$I?$1KS8Z?!Aob~M|l*>RKz3s&E=DsqbPbQ
zLPk$s>Yg&;jO|_g_x4Ce{h9P#ZfX2ZV&ubjd&g53qn5YE&yxtrr&I5EU4uXp^SplJ
z@=1*)wk*_#WPf9x9BXHZ*ObqAyyAW!zE5scVq+TCoS`GDOqiJN<<tiSneObB)bRiO
zF0Po3BJAZC`@-q16A$ClsmjLZ3y!yV%pDL5`w7@uf?^CkG8KQO<``$VILDdOqus4y
z@=bbDo}MdpCzh7_GcF0~+_c*o%`I`>;d|rGPZr%Q?O+~7)uNH)GkvF{%B`_uuX%RE
zG+>NMTk$Z}<=(;Z#9GCslo7tg@8RE7Q%F^VbVo+|L`0|2+H*}Op0rWvTtvP_U=7z8
zwPLyF%nsj&?ztpU$G~o@{>@~kZbQ))dG)Z7!iQD;M_e46&Dw&GDKXBf&8>LM$D`>*
z{S&LLNJuyBvcrWP<<!d3%)}DaYPpFiQd_F}iEaslIzRo)Rqc)W);tQC82tXd{mTS#
ztE)U3DaE*BOxozUjwIIg`ptWu#7KH>USWcw-q6Y!t0fs@`kFW_jshYy<jqJ_`?S>Y
zyy1KVu_H2E&zXzP`tQ+_yIjr4C*D&H6`Cvlbfk4w&J;277u&0dFWk^YOvH4=(#$(M
zPU63{M?UM%L|Dj;vC{R7Dm51(UGA(Y<&ydLrMYToM4h-_gFzu%%oarAX6jz?-C1yI
z?c1p!#NXae6(UBr!rarEyh1urJ>Nt^q`8Jov)hq8#r#3zx16Ys?L+<EJx^MQ;1wP`
zo$rfdvVG4$w$PA`_3lwWUZ2$O@)~=q6Bzpdx+QD;qskXg&&TxfZc^T(Om-)Amg;kw
z@<=)#p3AH5AjqGT`i9lyO=4QdC^elxwZkhxrF`9<rUtm#Ik%cgC+X|x1kd~=4m!H#
z_uHR|(0YGot?~;JPW?cyoLboRx|dtpE28IqE`x}<TIiS4$4?I}aoLfLW-29amxP#Z
z-hon1;PJp5bIJL{W4Oe5UOJGak7mMpNpFxyG%l8d7%S0}D9YBhA1BJv+oyM3PGKa;
zE4hlFC^_%c5zQ6R&9@WyXJS--R(8(O(*Cv(5qB)nNzqN~Gch8~WcAwLC3@7c)$)@T
z9{j=D{)Tlbzz5fjbsTATrsu!-ZSOmfu`SKG?tAk*bgA(WwIR=GYnXbAL|jS7{Ehi_
zZ(h}yh!Kg)b*4{yHGi_KQg;o<sMg{u*B`yf2<Ncd#9Z=35sH>2>G{t3GcmuI{DNan
z8z!lLXmBdFYxOtvJc-dTZ<VSOx%D9i#Df21(el1itg-&J@TqrSM-RfsX(hC<jZ-J+
zMWIyr?a_hwGd}T=`sr8%_tHxi0gq5m!?m`$l|1doqB}Bm>W;XI{coJbyJr$NmwEIw
zI`<uaTZt%^&4@bM|C10=WA%yT^!Yh9zHPLl65~(bm25fn?r2BeXZGFi+qBxa^u(Sh
z!odE{gn@YeiT!g4dQiX0Z4<T0`WEL18U63Mj>URjN>Tiono4~d#@|iN;YcLvT=evB
zN2NE$U(<vh9R5t3@)TVY#pe8>u1j=1&sB&R%j!?$U(wu%mNgbm>MN>VvVi<uM^i=T
z*xX-mPZ0W)d$#u8qS$VT0?QFc{h4P|tV+Eg_Y}vTKyFD6QS%%LS<oM*d;Ih#-<p@8
zegL)9S1z+5mxF!t$(Tw=b&rPCSZX^&X64w)%<#7*pUJYRX+&5Q>l3S$w8?c0nZ|O?
zD<kM$>?M=5kkPettmc~Uc?K!D_VZ@sSiWJT+x>YE(N*%8myzHc0X6nNTzzLJL+4y+
zN$gS7(78RZAXDpjkQ25ZmGuNF@oNZ?u9kKu+W4d(lJnfScHizg_P7hZuBA3YgG{={
zw5(pMFOtiO`-Frh?-55i1sW4q7n8<pk!8@34bS&%<Ev7>d~ee2a#NDOKiTq{4!=7h
z-yG_Dze_#|%iL;h`PQ0x5oM4uW$limt{ppF<{gqF(5TCK$M}c+^^IQ<ZT78c#I(`0
zsiu&$$E41upw98~;$FaG9Hw89aH!Ne&3U}^a1Uvkx?pMqJQ25gZY)KfT-I7PNS}$g
zMGj1jjyRP`KDPl88e-_aZ_=l>qtV3YUknSeafD%1ervD66K?*&Gh+96|E=+-&ZCde
zB&OsN9_$F5`qFNj{O<;B;`peC8}(<}ShQ746Af$}*I70yDBS7C|8YuzdWzo(vUCf{
zIhg4~5i4JBgw)2gnFeWesjT$?%Na{_&ByXdoXNI%O}B|&_cx{|`E3NmNMBk{Nb>>I
zwOc%nvG&@m5<Ne)gjG8O=}J=5zhkugzHu)+wPpR?snXelDUSErm=wp}y!yg$vjL45
zQ<Q>&e>5)lQ4y>)$9oXRpIJgo1%z6OZs(XwA9b(MbH&@SFi%1R>eF^?SN$ope*0ES
zppUi#c!uwJU2lDjDV<o`YMJhN!kvDOfohXikrdk~cfsmLr!~;QJ!A6{i{JCdiBnCL
zw@@5M5$J(;OjF5GpIUT2k~82yV$-bZ{pkckEVKLSw7QwZk}fA?iNp;zCr{iyfk53e
z*3BNttUnVY0SBjwIDz&e)ZsJe;W<IdYTF$#-fT~+8`Fg<LfMyoWE7g$r$yy6IEA$U
z4|Q^)W2O-4wY;=`aGc2<PbF1fN-AmB;@m$$CoGcawavT7yso)Mf0AgD8?4zj>bs00
zEX;w9V2SlHeV6MvF^}eSl0<Xz>a`(j?O7!2I~tQ_Es{N6#x(AsdU*yPh_A)7M5~Br
z<aNi=M>l8)3t3X)YlNrOT@uFSJiGo(`Yx9tpXW<>mgzIPal4mS%wJ)Hgy)EQK(BT&
zgDC%rrjwgJFr8;}e#EDv?I05<qKi5(s$5?J3Gsrw*7`Oirs$8<CVB#jEx6f$dIb3b
z=c?j36fAN5rPh_6C$&Cl5{Gl;Y~fU8Wa(_<@p!aDIqxqZ$EwrZv5bniz2)1Fr4`d7
zMDA;|#4bURj@5Q${-nN{Nly~*(%s;A)1K|uqZw!HTVf>i8OSHnpYEsaZ0~TY%7^Gl
z`mUTNM4rT7>-rvXD7LrTv@1uWGfCuG)Sy(W_%G9W?u*r)p)XCIsjXAtZAtcAN_uMP
z^(k9DiK)iy2vJA+(?6M4BdU%w!u3i0E&ZePttIV{s3Yf<w@H@fDsR8__Nq+nTm6rv
zFQ!h<e4^ww*5hTFt|_CteIhLCfK$`p>>$-(@-RHx3!@b?r)&x(MvBjgp@+xV?j%i2
zb3n14n(Ga-WTn07(YMxTVu~rd??W@9{WbsEHj{phXF)w2q+{Yf+0T=EwK%r=bNk(*
z)v`?Lry_b{yNIlgqh||oghti<^d~V*M!32Sg;!pWn%|3a^Yq?H`&6mF9zGdQSNh}c
zOq!QY_ac=?bBp{f_r6rsTC-0_+e+>G>*3aDWEsCfBsqRFkM2)OpNMp76ivU^<s0xK
z4=iJ%gZ#*Rn|6nPziXadOB+wp+p|v(i~Gbdcx|LN8#qpuBTUrwZ@%3Z8J}OOr!28@
zF;7bWur5V0qTc+VXKJnwDQ~mJJyo+`SfqsRe?8^n^hiF~RkC8bu498{!UPwYL5%DE
zOzV$DPqobVP_1`+;gL2xk}^e`n!0OI>Re6KX?ObjOi%r{$rm;(p6ALZthZKeOC9au
zq0Xf)`5SGLxMi|+Our<yr-~H7MO4fL3BOOCNB1amq9{6X6>C~aow(P%rj6RD&TS_(
z52@F4%8C49B=2j@x36K+IZWuY)aR#$#<utK(YehRI&xIvtCFAMjs6>3qmp|)9PW{S
zogVf1nj~Kd4?fcW?|6OG2|8%g${gNRAJ;R7$fjyzlb`>I=yaw<g(t)|Zc%GIR5i}?
zg;ZgvPcQM!WoUT^!&V7fwhdk#sw114VpLvYn|Org(YqrTB+7bi^KG)HzqPtmj*K&T
zSX3;l({BrfVk^8%GkL_wzB>ZqtTA6W5;bqVlk`06$=qiinJ&jQXGZj#H}2EM{kv+M
z9pKF0oh&;fQ^8&lxickm$9`qQHkLMy0!MG!ihUIlALEk$!)|FOZ`&)!x-@PZVm!_{
z_kOuGNctD+(Y{!Smf+c4I~7>pzM}8iTh}6*c=eo21}?@FIRgpNEqX;iO*v?*XLg3H
zXd*7npimWO)*+_P@e-q5mHCaobX^`d@Ep%C&6pBLJ~Z9ttN@)Mx{6S$Ro^_GbL!+J
zAFO>gFO74TlP2~N>XdYjYk8XScuH|6vQVX-kMLcRR!lW&s)rluwAr0LW1<{4R$T|2
zskVXbJTv30?Kr#a#7jDOSS@+vw!b~zVu1-xYU71+gmQ;x^0;TjN$m5%zX;Eg^&IJG
zGIj6o<2eLdR;UxcF&jz5k?Q%1*Hp2HJ<1q{+G?~gh!#Tdg<*s$EepA?H=)`FHPT6V
zvRksXukBCB*O-Rq_xcn*C8p8wxQNht=CJmzPSiB=n@C<6r`SmDH|9l@+4uY~SeWA0
zKD#8tilvuMdY^$qvrU|-)Q)!K3jdH}j%YN>v0B4;QhpzPE79pP5|qDxjz_yIzcu~(
z+)h;f$@)FtOq}HwuU2%sub#D#>GV`jjcb&5t?adph}v>atN$`i`;F3H7c$n4dC#Gq
zrVMhd*9#w~pL=U2BNVH*wChP*GuaG#?vBzI=GQ*_*)pUpvR;j7M{6S#Y4xv56x13u
zU8S6x*;TrT^Lw4J<(hacqa2==PwMY&^*Bl-nj~7A33VKEiu6paejLPT>f+>l;Zu@S
zYF6>>aC{rlZT;>&U4i&BB{h`CQt1N)^|Lp|mpwgM%Npji@OoLhU*x>s*CumHKoiQz
zkNTOw^;%*biO26M>>jPhpNWxdnO;5~jWn28UJ{GVo9nOhX|6Z5w)Q`XXycRA*Fj?Z
zUT}4RZvTA020GO~M>>`n*BdqAdrcv3wf9VY`K&q|+ml=5R!N(5K8TIHuPwHJ)UYhE
zrRvd}`ZM|W;}O)Kdt+RQtlIjPHRN=zv(%7X(p|54QhvAg4Y{Y&O|}t+eQ(YvF;IP@
z)}2m>L<q)iS&66srAh>D+k5CxXFYSu*Sw&oU-E)!bfLgj{rIyq;!UZ{TpkHt9l6xW
zbK;=3bo4|VHC0+q;7v&t;#2aEwTQ@RJg0W+n@Y{Bf6Da*FM@pHRkTwhSr2J1e_noy
z(~q2Yf^PAxa>Q@7tz4I;*4xw=h#L}8on0%t6wFq!JC%2fYhLwc($@Ev)QsO_4WnZ4
z`cv)wA$)7ix%k`nK<G18M`bGYyR1tgK7=?dq8nR|xG^NMsiTyueIZZkZ_njVo2%;2
zM7Z{y%&fn&#HG7_>QCLa{O``yUraM<`bl?3H!qFwSd*<0%B9)-GqqQB*$AOLJC*gg
zetjmt*(n}t3N}zt>NDebYg%M1CXVe9w9+@yH%pe9z90I0eg&|NNVg%}Go8?+aKfEW
z3(LalzqORdRLHGzy~{#RTDXX#;HPk%cUrZLN0S@BGDNbw9?6}Ng|<;K3rYNRy-;~p
zdQ^tIU7C~&J~C}&12Z#Z`^!}8)M}f1WCV0|IETs!`f_$N>D-9MwW7Hg4b!B$r&#?`
z)s&f1B7W4K?7o{fMq`iIhP2SKvz!`cjFzABovE!I0B7Ok)Lo1-ijdAhB}^r4xx=ru
z4-H8?UIumFUaxoDv*uV*!u>Uo89s;&yWD`|yAv+OH?ncM^?i8ix_zu+xtHE%GoTJS
zxD=<JBRA|yz79CFug+(;h&y9hIX>3Z21B<y)GU}fLBr3O#BJ%5VszPTZLYo^dZkS9
z(Nr(-$%-EvyJPm9<7!b#7TRz3ePrC@_vE*+L>+IPnO&f6=$P222YMn;ekGUY|L`Mg
zXh&+T+iVkP=@~gs*D;+zL7)3vkBgZX^Z3uJ{NqnzDdYSQ*{E|ATCt6qeQGT^8?jt<
zw61$CTc~`41AC=pAL!obUd8>Szec4eEmZ7sxOqUFz6}TS3CQ&k`3n=9bD85wOc5#>
zAh~1Fk>8%^Sxj4gMrJ;@X+Bdpxm0V8S{43CdbAm;CkpEMOiU|IpsD9_+a#Lly*+Cy
zTj`^Ut>?n3`Y=z;?)-MlQp?8P_K1^IPNn54{1F`%ohRegrM$PIi46KER1USPA0FqQ
zuBD1vQC&-aH+tpY=ot#=pje5h#)IVU&A$i_r)7Kcx3l=CGuOmTz5HXggWmc4>@$eh
zd|&%B&L3($$dU7pjF;-bQazYYkl(=T(mKnFE?cG6XWEDqqb%<tV{Zx3;9SPxe~GcS
zO|1<pONiw0h%C{>N0t55bUn9N%z4DytRZT3x!Z_%dvT3Ae`(E;0`@FXaV+V>X_`3?
z=k#fRrj15fRo>HzJHE%*fVoT)c_Y()S4N42=mi~{pW)|>=2Fl61JfC{A;+0Ri#GZm
zI5qzSH;Ko4)6g?cx*!#$#l|u$#V?;2MmCVdC)?);+y?MX>Iuz1QBsbXD*WU7v%eo%
zoJ;*&s*uE3Gw0u#Q1SLqPB*8``^>s=r@rr`XNNj|KGMl0EU9azIgL{1ZWw2XjM2IB
zJvloO^CQ_!@p~I0z6a{)%=cLyS0@<qt!YB>wb@1PRl8rDba-|3=Sd46*$qe!>>vJo
z&PU#wTRN9?ubqFEv_|UC81b>j>T>Q>oAb~)z;+1#efzsh-SqF)&*eYWLgN$Aail4l
z+?r@pTJiQb)!$t|X`#{ChNU>bDYAdQ!gfNkl3cFb<EmEYw!FnLs#T6Jr+xkYJx^LR
zQZxsKK2)Rru9j+^#HiGLeLB@uq2m4KRPuTpBJCNc5Ys{)mq^#w_{JSBNAr!CkS+>*
zBNAsW4IAFNMGJd$yv7lUd9DK2o=x~7JC3J2o<_QH0vd69Dw|DOx`szP1CLt(ajSjy
zoA~8;JlfEv`2VlQub<3XMcf+I`PiGZbROEYd~S^Dco{;TeTGr?k-7J!Q~P9<M{^G8
za6Mxl_1@GWXjQ+?pb~MtPJ^x8Ub%m#r}nfS{gZDmpH6d59dEIThgF9o+x~WvA<a5}
z^%i3+<HsXoavfyMUU8Nz#!>t4Si42h<#;8w0O;AVGwU(p78?9(#2X?4c2w|Rmmj_F
zyf#rswd9%epHhVK(sGHr#s_V;_KcC}K25sJPZ#(`6D$%H)^gG*;VeBr7?$EDssel_
z&KF{w*hwrvd@iVsWSL@|c_jml(YBE2WWPET^U8Y*2~~hKJ4qEO*2WeR_V*B@J+_~G
zbBbO?GKA$J)A!j*=8?)73RU{F3nrIn^0lQn1WBRh)Y2=u*}91~RcHAwBt<#CBwFW0
zI5C^so)#*qU2D8rs?Efx@|$3}i>K}<weZm4i*+Tpg{{x9XSk-4Z^*pN3@Y+L9Z%<7
z{yzPmTcnhC#5ump55KN)skV>pC(D@D>ir4To_=fzlRC=YyUpeLd@QOFai?3Y`|paT
zw#__QqKr1c)t@M7q;A&enUUBc)!&)AlG-!DtOj!tY~`S$ru(?|M7Et?)Dg9jw$#ZM
zK5>-Zxbt>78q=qiKSO`W_b(?)K-@?k;<IOpLb%6}?LK7N+-8XVC@JW;_O%b}8X}8L
zXG7?Jc<pB0TJ38YYBcI8q)m(uj5btBV%i*yh6x!}Bd8zgo~{QI#}e|#lfAeUKA&44
zK9@ADS+Jw!iL(gMYz@cJyd(D@V}o;SUu~bmKOTu@a2^;6^!~{y`6E*jb6sZ(3{k*&
zH=;)<=+t?=XwBj<>Ft(q+4`0iI?h32G`c%g8pKQ~k>>Nz;t(T@plNy9nnOhGaLCcH
zZ+eUUt7W<ONkkiRqN8-VzJps&A{_MJg+p|~hk8~-j>H5ocDT&#ol|3#Sz;^y8zgyp
z65+!NgU_p<)Ec#6kv*%CZy--9|8`Y4^lXcy^Y_G<6z@x(=`*n7$f>4jGsPkizA>7$
z-a$K4U)sdV6U&CFpZ&`e6ZLF=WCm%3QgiMJTZ}~6HhqsZdsNTNw%)milPxsKI*LQB
zj?5WcLh98+Tkck!fkmfnervk*e2SQ#UHy9En5=ed>(Chz)Z0bZq{xUo$MzzYAZ_16
zYL4w!Z^49p%r_{0X<USlt$F`ge|xm5{!C0IRs3|`G~UVJd|Izu^;>}!7U<Jg*>BBx
z)$iT&B*v30P+aFrl!+_#J>Oh^CdPvPa`q5ekv!KPOE)Vys;&OB4+(iPHR3)l9d8fG
z+;3j}!RYeZ>>xKqGbMg$y#f`r>pvMDDx^P6H$BDGYv<STUKLcm_0Qw=i*Aj&4OAP6
zU~7qnHb>h))n7lisLb<?pE5~`G3}cHsRNbAg;dKt;^^~U$McK+4g4a`*3CbyY=aKQ
z(OjdVh_}GMQ>`WUAx>=1H61TWnr+Da`*)`KY?fHIM`!R3>%tw;x_LN~>N8OIB-&br
zaR#rnNAzpcdgS@JdDYg9rstsPwaok8tQAEYXjXl$>1*?{)b3(CO$XaO*_Oy7uEe%b
zL8Ciwvz<tW&!COAtCn}5E%h#rw}eooCkH%Ujybh}<fOPK=F-tL0Y`82KAIW#=Y84+
zyIxs2BQH+7$9v+6Gdy{^{g=5DVq~2)XYWxosdx@1x5j<3#pwN>{W8SN&3Xmuj0`Z}
zE_Uh4oHmE#wXolqcc}MDDv#KAvi;SRFU%+Hys}IFCmHf-D)n&rJag1KFI3Jk$$v68
zGtVzt^JMx7`CGcikq2JGsS1!b8fXSf-fSHy-geCE$M%02DLI95qNmoq*RJ)~7LTwE
zIPx;1*hZ)bHvC@i9Pz%Vh}P*w-Uh{fnsOv8E8RWGuFhxI6hsc=4q`5KTWWsf*DZZv
zW)cc&5`?|jt&X2MP-7VCpIW1xHax0^OpW5D$s1M=eNq32{i`qR|M6R`J|&&5IMS^V
z^*mWa?K{Th<LT&VS1jIazJZFfshqSs6QAyc_R2h4IsBZ9<~OwSo4J=CL*3rHzOXEr
zO#C95PR-JSYh%@YtIf915_5^GH%tyVrQD}AanEm=_i$d?KKDE1+;Jxs=^V4;BeoK&
zLM($!>RwBbJq-CgM!EUvcBqZVS)-hG3?-`=*~Go4AC@GKEt|-lIH|lB%k#kW<$I%8
zc?L^92u-e~E%vv$rJ)Ksm(g{aefriTm$FvVjZ=j+s#tn*RP!AGeVim#CiYrG)t=MO
zG4$yw@8a^6P84`Fh|ltR?sDymZ4$BG?~f_nn6}o{KEgUgR7$zv`dL-F8C0qwsa>O0
ztPe~4OSca7<;^{t81|7YKReP_2PZ4pcivYPEaIm2aq6}XZEs4JLHi<@+K$c-#r!F`
z8h>VqhkTRIC;edl=bpuE@x4T2)~dzNHYV>AuGNOf?V=MlF%900PH2@Paczp2pSIy|
zCpTapi@s@FR1;hMB^oJ{j!%pU4YP4$HY%pz5*pszr6|d>Q-T|v&e1QracSPp&jvjS
z;wY@@S-j#r6|=Q$8i=rP*5`<<vbH~bkH=4b`!t)>l?l<6i@7(iy|lDi9AA#-+j7KA
zuh1<cqOLF!Ikix?5pfn;c@DDl*ya>-`Y<#7;glzip{f1!a>N80(I;^h4>!NfO)&sb
zZ!J|ldbk~zpEgLiayq#kILm{0^=@ry6Db<AkX!Awb~8Pk`l@fNGE!zKq7U2r;=i{?
ztLo3RrTVkUTKnm`gzAz!)AlZ=xu_Vl^0{}Fq^*+e^V>^ueIDOb*-z(ZmN~b6&KG;w
zD{<5%@)>PnFLe{C{4i<%SDWYZGm`Uqn)5A=ENa>9c~T?tJ3bR4)d`-N?M~akBPrke
zG|8M+<w=qV!QOr75&^Y!%_+@u4(ANN9?2c~N}a@H8j+f2919)G3w$G|8p+V^TD4j}
zqIIt4Seg)xNrynwcS>)JN44GK$y|f{jHPb4q9X^VIKBG)bT)KPxvk%WCnX}hv!bu{
z{e1P`*K65oTT`P@^%&iuenuT8-A%)3-PQ!qsQmQsiwuyg>xZfTLboM9?Gy8Aq@NL;
zNFsA8sYK+i*c2bYR;Am9jJh7u^n-mGeCU~1cj+6k;V(uy!p|D1p3ISID@?)(KRJV`
zorCy{Wo#o<Y<b!e8?|Gsle%b+4b@LZH|_F^bF)zii?yRhgMB(0O})ojPv&T_-Bhq;
zE!A<Xd8c_9ZaR)83C8_gk4|FGRVT_(#u7f3Gq(8Vnw6^Sy2p6Aibm8;9i+s946fyg
zOx48olceR2g}jEUjCQTX)ELqCwoc8dK^9N1K{rXBbN^c2$5Ze2#m{FP@oGJ19HFvD
zXv<ZV+KbgsG@11DXB23e&vX$X|6sP}jOnr(hpH@WF0Z9y@A<9h+tpP>YQCQ4LD*pu
zpBdgaN3XHaf1|&th^OQS{KCHAB}&~xgV(%L`!f*=`EqK5^KJ4jk5HnnFU9t$mc{x>
zje@?tHjr>K_yfxq@`;FAQpOR*)+a{f6KrfEd|k-PcP2ILywlGS&(|1_mu4pA@Y>7w
zB_uBT?~br9>_C&PquTt`W`W53&bXg8;+-b=m+7K96!xH`OTAZq?tReC*lX5UIEU-i
z6Uot6rfJ-5svD+|q%}*l@22D$BUZ*w6J6FjAVXw2SVLkzylH6}omcE>Khk3oMIg^;
zKJ%*NFJw7o&s0&B?*2%T75o0EC(b1+m!r?@GvraR6`k`4d2_nN9AbiHjsrbs@?r@G
zpMmBvEo&U;Ia>)o3@zTilWFz0r!DNUbnv!*|4Hew(8E|~B~kBBJmYk)OIU6tBP1SA
zE$<aRHm<|ANG_PmKr%F;**a5yG#amRtyOWBbt9*|xUu|X&K)8obhnmL^p)=}B>`QJ
z<v)Epav$r_{M-54W$~A(Ky(*NTl!WkMr<MK&&+Yq_eMtlX7-B{tMjUY`@cHdEj1^`
z5Pzn|plJ$X0;U|_*sn-x9xXw8-FuZRsQBI51)9Hm>oXA&ESKLGT<^c4Ursh$TEmab
zF7ULbQsT?<XXZ%!_7)~UZ@=XZ(>S`}`EfxTy(#})i}_<NC5*WS%@Mg(tr0oj@PYA+
zD!St+^Y6%cG%mwF!%!nrm)>i%NuH1gYROFZmHOJwiV{}cl^DHGO*5b3Ub-0!4X2ks
zmuwJ5-;$6JeZ<zGMxy(AiIdtn9DnoPoFX>T^s?7~K#f28&X6c)^0PkQOi%o-m(T4_
zwPkeQx^PR<pjm{L+?R~gyS{oGPBZB9Nv@n*=g^V-)^AqibU#z}HA<v^d8@`5Jf{lU
zSK-=M{vJ&k0@2r81~n~+|8Mteh!mZtd)Tcu8ayEJz+Llx>^mY(gQH{;{2y-+%h{TZ
z*k<$7x0Uo#=j|J-XJ{AU8CafAT}I}t*m~>M!)Mm0^rL~CWW=U<FHX2)d}Tzpg))+Y
zTn4BPvLSblkG&*BRL(U{L6M(gS(vf8Br<CInyH}=r)db@;<3F)jB8)%YEg_^@s@9{
z9*rPkj&tV>n_ll*1&Uw)nn@Q@ant^Uevv+fe8D|^GNKc)>7I6?jgB}$l@H{cN<&=v
zAdZRSx>}NZo;WQcim9dtj-I*yGIGu}ss~5?nI&XtUSR3;2073e|6=d3j0g>+a!no{
z$r3dPz2zP=<4ah`?U)xJ^W(Je^^kFD{Lm=jdTm;|C#6~ub4%;ITUgqJ2+?}iCH6Tn
z$J@Nq*{u=}u|iCzeb23WPF&u_=qI;i0b-lP)Y-l^iD<WsQ^+k;S8<#^^XHpvBfjk&
z0Y|u0Q6j=qg}=rD_N5BKR$D0w%;`gw0uPeY$0s&xOjx3QV}OV@R6E2qPOuPFQ5Ab?
z7@3Z4opL`58PQzt)`D{|Df8>U&*lsc_SG}bk|#FU_j7IEdj?~@`)tYzWQ~}0^~@#d
zAvIWbo?K1~y+-6YF{l4r1DQKx51eu>d=ptij22ngGlr>c1{y$|-m91OEFeEWiZS9a
zh}31t=gm{cg<fvN*?rHQ#mMly*nD#4dv7_a-ZB~VrBL}a2bnT6jd*A<>O_p6`OtlQ
z`ScCF%3s(ytMM&Yu|14wr|D3<s5)m6wf644*YZw%h^Uyz3VOvoZ)(W5%wLx^?KtMF
zrN5QUL}=2!ww|01uXr>jGGlE1e;J=zTUT$GU5a@xORz_T#f@C5cDnBWIB}~r<r4SE
z_QgX4^G8GBw_n7wNPOqf@h7<mStoLgPPHo-#N<cwirFa7T$Z{bt^VPDTmlJPf-an|
z;FLw2MG?Qp`Qm<Pm=V#WoqB56WGaSC4n+3v`1px)+<kI$27Nv?>L_2KYNC6ij=9OY
z-zFm!KK-+-Swt#F>p5tkP|ps0x-3U)I(seLf5w_le16O5Qv1d6Cs9PfgoxXmWlhHd
zj(>M;4I(u7L!at9)|1C?5@XW*caQ84SsX1p%vcjY(@CYns*_CRjGw5@fA{Vg*3lPt
z4I)9kc*bhmTlkeWulC8%88q^IyY5P)SU&c!OpP8-Gflzu$@ua1krT=8J^FaKJnghc
zB+bMTHoK2T#0Rd0Tfe=}R%$L#F<R_Hh;DD0wKzIH1Bu5UYd&P(+IBfn<vn@y8H?0g
zjX4VwG>T?o%D0Fj+H(-90`luA-lrb(dyBK5Oj(*bgqnqXVzd96v5RXpXJN$$eq~rS
z&-H$l2@tIy{Ucf!$GIh+lC+hUs%6E`p^G~5i7ua4bP+w`H>@pB&yzM?$RQJ!UtbW5
z&VT>gRIR#iJ)KC)_Vu$Zsu17y`H*uYM)Rs)SR_deonAnzHhcyivO(<R7gli~GNPt`
zIXlDTJ)Y!0%+4@xc^&W&gZ$@&<u68|NRH3plg@(vyJ28b;o*en`wQY>#z>T5HtMez
z$D?zO|32Zsb4KSav98BkVrCSnpM7C+{GS)(koK^BH&qlbC%L_|zh`iUhzrhqKIstq
zqT{aISy-^V|8Dm7&g3V5xR|WS>XshVYnzv{cvOL?`ToY}LvNg}G*%C<8DrWr11xFb
zv8Qjfp~tIkJ$*_|_+phgztrlA?>ie3<MZAVF$ME{)QGq#qSbvm-WF0(y=jzrVknfW
z#=JWN37%Z{o5yntXK20hcJjHuTLj4VKDs^J=EigdJ6AbJ{8K~1$EZ~Q6i;FaVoz|+
zuglX5u5tEFXCjj3#d5S~XCtPN_vx0qEayZTn%GIyxnnYPZ;~swPcfBhiHPgHec9*>
z`%c~Y;&xKiAZ@B561#tr1)?@l?xj@M@VE9HJN<>>)O^kvbeW^^4yMjzvD@^abra&d
zDn$AHrKrY)etmWIjZIGc-uML1E<qdJ9`IjgpOIlSPt!_En5cp}oxJATBiV7B@aAph
zEy=K-AAn!v>Extj$C{NV4#D3uOUqo`lK-d67EKZKpp8Ehp_QfN#IPg`tehx==S)}C
zd}T5${`-40zy3^(N?U4)iI{xGziEOgrx$o-uWE$MR>c$h^|$vti4bDZpG`b`7o2-X
z52dDJJ9<t~(!CNL_BcN>rxp>p^10p!GuE|bP7!67?;uUD(ID~cx#ZL&=eb-L|1v$z
zrw0A+<JTi4zBk()t$oJyoKuFIswLAe&7x~-z&Z7hQfhsVL2cL9Jn_D9oKU4RD?Wpv
zj0AhGbGO`atw<)$5Qw*2lHB9GOXO7JVmr>#-5JLt*xJoMMxSzCv8_jaS4~@Kr&{|S
zdrsi)$)z{uKkxl~MwI&|l*O&jFz!v85(!a-XCq|$?LAoQyK8!<gpu|)_D@a`I^Nhl
z&Jo485gtniz8wichhv+6tV9so@%~PikAg^xd6Y4~6aUoTj03OiUt-UfKg*`(0yM$F
z-kAI|d2A&#w+vIQDe?D7pJek|^C;!_c^s|D_4H>62j>_yv5tn1Xl&eVPT!T&29GPt
zs!4uozd4N(E=R(zvA@l!(SMTUNAtx`j9c30K&8iNL>G=&hF<o1UEwTD@L4<h*=)(Z
zGU`?S&a7cftvzGUC2HwJi{!iy*}7Ek!$&yjH2c;nG1z6Y>Nd^JL+0}T`l=7vS#qY%
zrhNOajb>2n+sU7yDNh@+b{0C-{3UD4=;*hRArZr+sF1CJ%tObvN|t2#GymH(50A@i
z(El;nhZ{x}=FZtne9x>Db_1)Xoy|Aw=>vPJ>Dv4DyXW>d{Kfv9Z7DaV2$$^eNBdX*
ze0ud;`-e=Mdj!bwzOdi_;_Cmo`X5*SWIvJr6Wt?~-gawL-1BbS8hzKOc-xTkyJRCv
ze9Q~t>1)ZTpVWwB+cl04&8H(oUaFcSn?_2+PS+lMHRAZm7-GEA!zo@s`(FNx6Phwx
z$+@!V2EiWW@n^<x>VC7-H(8@>9pA)M6DO9Xw+AsjW!2qYo5bSFsZY?;q2fiw_mTZR
zmV!M!K@V1{gj8AY8pihwT`2*a^ko+n=p(%QP5^JmOU>hfQS~$XS8t)WiLl;Sw7$z+
zuO*`o>nn@DMOC(U<vQhBPgX=E<Nv=E#~88)=1Z_jWDeA|o%fvb!dAufJ6kqYnRzrt
zoOg_l>W!jJ++{_@hEKd7qW#c(z_~PiZ2tI#p`@Fm8|%<5{hxLZY0F$qTcU;7^VHn!
zdD0`Bj+R~+cVIA4M(vb4aN0g<DSp{1xm!?TPj6=t5H_`@BN~1wt_$IV$yTzfF2Z+7
zKEqw4kV%7eKG&LFciHAo>JvSB(!=Nco~rlEKk7W?J+qnWu+g`T_|5#`xmvC}G~Y8F
z(Nql)dCOj23LCba%7%O)k+M2(aQ<FM$9-#aeH=$3-<$kUjunrD4f?_UG>$o<dQ4q8
zs%am8rVp#`PDHEUn3bnj2|6nG*m}B}M9i;3+Hx!AxiXq>41LeA(YMB`3+0lHr`j_f
z8`r+6hq@(NuUk@E*0fKg_vgziyXdGatKUz&<WCYl?UZIKNwiI{wy8CxV@X-3VyX=&
z+aL-_{!)8BeaehKNtnemGQ3+uQE0uJo;vuAt5M8~OFUb0q})5gegtUCrhz(}?4fQP
zy^J80PUTdj>P{t{ZfB|O>!%Xw%<PHnnbps7Y*eC%jOvr^(LBmrDqEi!p&K?xQ#90(
zYrly<XM0LX!Tzf3hy|*3hk8Qfd!S>Dt@bN(3buAFj8Skc?#SzoTVwKl=*On*h<^O-
zv7Fc6+w)|EewrhHQs@WX1pUCe=zDwSW;pftp8d;NeEn4UWDMPprWJQ*=$PkWA4{Fv
z^x%y@GlI_Ja_u?EEsRs`^0N1EignoOOjV=CNPWJJ4Qq|<eKJBv)isF5=+_G)xe|3C
z_0f?;?$XoKIo|b7DL)s#!8qPWGiu@&<X4>gZf#<T)2Eg{GlGstG4UDtVWqj<!}U_y
z%!#ZxzDmgW**Uf4ea4W{ou^)vx&R3&R)-r?iEZY*TJ98yhON(xBAr*&bENEEXR|>x
zl~>1N^S5d3XBk79_a^94apsS%)%#O_LjTXEpVCu<e~xP&SF}Gff>brXoQkd|Xs7?)
z^<fR0dUVlGjbT$hm~154Ozwx}frcgZ+TWgZhtI_CHG+^Wz&~bst?!YIj5V}G(o4@V
zY^naJUL#rz<v8;>zcmcHl$I!>W^3pB2tK;N++8r2J-&l!n@EbzqaL|kZm}H=zsB-&
z9yU&3!P}a4?2X)acliisshNRs&RHhpv4T#^%UBgnZ<KM3BjQ&w;rUc|%Vv~3kL6;7
zg5HU(E1{a&xHYIBdm^O9SaTTfR8z0l&Xx4!r$(sf`>AVm{Qc{Z0G3Zk)-tShbgID9
zYscQzh~&rmzOANC{bU`Hx<Ay1@4TI0Dl-sfg76gNi8-!z)R|DUKhuwkt@=!()wGH`
zXKT?i+>Af7j*0!esiUjYN>qF!Y|(Dz9$AY&vlUx}DC#rz=w|$xbwor%?1d+D<ZL7L
zd?pHFUgE2A`HJF=Jv9-3NyV9MEmZUA%yVZ0lgZ4EJP-XT`vxw7^TC8pNF&~=ew{S$
z9O`-BL)p#K$*RF?XsO%JBCKcITya`h?^*{Wj^obGZ*o-J1{0%-v?BJ}CGX?Utm~{$
z`5C#TnrQqDC5rw0rsGmoB8qhBUd{8rRu>>g+4@W`t=fpl49<;iMI}y?Fu!@vY*-YN
z@%E)J$6EC8GycpvrN{u#zaJ-yoB!YXL_(`#l=E;;zwl~`Ht-Cx7{o`d87MHs{`zQi
z-&;=~?Tj=5?yl$VN6<`JC{qT}BoX=$OVCl&V%C9q^Y@HS`d#dg&PB!i=Ut-^^CH&)
z&kshMXT~#h^u6i61!frj)BeBg$cjt+_gs3F`2J*)kA(en_1~tKy8Hdhpz0>H`yx#f
zsJf}+hV8)m&i?t@woouh^TK#a<s6A)JH{LP{Uf6naa(zA0ej2Fn%_>Am#Y6SY+qD-
zZeed5Q@_QxhMW0GCfI&w62PPw(K>Ikg#OE`FU{6`In`j>=#S<>Ifu6e`EQK=+|baX
z`?<);Bz0TsvdoC;U<dg**vnHp|7@phTt5EUBt)ln{@L{4C)0@kG>P~>uk<{f-ifom
z(fe`Z$nt+r);^ss`e*avzEcFsV&|C2z5Ny)XN~^ZG?jc$^RKD~_F<=6=Qh!6m-Ukx
zY5bWOJ24YpevX;>NNN$cCw<i>=KI|=pU27lv4Gy!-<EgVio2YgOE+`((42UB-^gYz
z*U-65^Afw}6aU&t^}Vh57UX=E{YZFC&KPsvu7}>thV7fdM5q;KBjuo+OFB_5XFhuH
zGKm#yS1q?aPh#07Qt~q=l9oB<{M2F(ZX))$%GQIj{!D~Boi|Ii``%ls$_~DZO*s=k
zu@-ei&Q#K`7KPva9rliEYgzxnG>~0V)W=f9RpQq<AuRj1_Rm-5X^AP(4Z5R!(zNe=
zytOoy=Wj~<rH$;h?@Xf7X`o*zc~-AQz4QDDzN+-8^ylLKaD<%m89CxD9{*?wK{nVl
zM(rlYNR@;MRGouX?!h!S5hLfITnF0G7WDnVXj@yyp87@nnTWbEey=C?N$<X!z-pAt
z^HOmoA_N(cUruc*dM`UQjX9`g>8$0o{UpW;o*dt(H%EF)&1oa4eM<c#LW_*j^~v#W
z@!)jLj*U3T4{MCutU#;}HHFG2bvDV9n2O51b1J%b{<Z1*1N(;>2yuveL;hc%Z(9N3
zsjXPO7pMP8gddMZe>=r(?wxbL_g>%y*Rbz>>Ui#>v9#R0lT&`1{6-y{y4qgrVf>kx
zx^skEq<8P0L_|T(@|8AgiwD3;#ndSEsitB4B&K1FvCr-kkuX&{w^FS>QjWRxnHnLU
z9a-epTo%)e#;C5(qo*xCAi~Kx%{UTgPE*^#A6TsNwb>`?L^^xgYpZHIbOe4P0_OX2
zN^jAr+M-6&lXavJKZ&T!nSACbhzvDRLA5r=OHQE^pPo77Ro#}fuyaQ9$m~?p@8_9l
zYZ5w_?AB-McOklsB)d=h_)fGa*7O`vznsJvOKHH@zGr);spOMMx9BMZLaFU~{v@xN
z?Tho3Rda}D9hH1-KRrQnti2_7)vZYP3@6s&RUx}uu(CPwSelY&*EyJ5UMvM!yvGR3
z5et4|3~wDRBJ+`~#(3X7XS`wgqE33u=^bM$r8@phKmIKd12*AU33k6l*S55}s>6S0
z5(6LTp8a`}4`sr=elGGL<2J6QavT4<MdVDEkK-&QCYEoI&+8#$y2vDQ?QzG^$5ftU
z-D2C0mtyZp?<d1V!)%M7k6P+Hy93wg-Tq8OT{;*{m6o~177E`mv~z2=uLN*w$dk7y
zQ=}lDtSI8^=?(BP%*iZ85=`uJf|ePmvcgFQQc}B)<Joc$)4!&zdN8?EY|DD1+2TFv
zTH`|wu(4Q&hi~(YA3MD=60k<Snx5?^EqYSR6_+(ZmeaTF0gTi_&Upv-57b3Uz1!mr
zj`iA-8lU~*wuSxQV5}Ax>qbkCIKiSxr&59xd;Hp@9&7SyiawU?iCezotE{5@GVX5;
zwckZU+|+}dT=i&~p-%C}q&=tgw)~GXsqB8?T&2^T{10ze_P1)A(*8^&9gelM)?RG|
zHJo7Xc1!LG=A(1$hsJx+Il{h;-cIAA^Vo#B%wI>*9_xd2s{zzS28fb!iB>&{S`wKS
zn=1d^ZWsO5{@bI6Q2bauRMd~`=BT&DdSjV)uWc4Wrc<D9i4vOfyqA`1R-v{N?I*RJ
z04eoMw!h^#x8~SK)00Z_6T`|`(j4a&t{-i;RPSat;bZ$}6y^GUtu}vU?ecnJ#PL^F
zDMs_D4342>rYFuHY6Lw`Vw7oTp7s)^KITXr^H_@t@9AO0d8pqd>G3A>8RV+{R^ZrJ
zaumJ4kECe1-bwc}wx2x`Qhz3r87TU6W^r59&Oe&XqlbovzGoBm>$8OFJ`%mnH{A5p
zy4s)VeUma8TB9~KT2XE7Y<f-G`bjUwcg?-)DWq|ksWJb>^b?PlTRpEBx}UD;3g6kl
z#6*uaS+RM9XuPB^l2JavQs+<TS;ls=59=0hcl4~3pT5s&xu334jbrl+QynD@$(+`0
zdFwMZoul{Is%f=#p36pbiZcF8jnGfWbF&ln3UBz6b$vBujvw*4znm9!*Y^vP{%!N3
zs^8`kye0O~&n-tIyn}Wl=h(N%IXlOWMJP0nXL)}Q#+2<RTg<&UOk9>#+mf!!pQ$B8
zmG5~?S+~-9mfv4nc51S7td{I`-HT)$9qz@goOuggri0m$R__er_9B0uToQBHY<(ue
zOJyRLRKJf%&uZV{->qLiZCL*t&D>{{l99hdjgL;c_ISHZ$g%cFtdKBAajYliJY-o%
zYx$1;NoKIK>8(dX=RT!H^@zrE<XgN2n~{&rm21jw$>nw1m!#mBxKa3+w0$tkKlhOU
z;+|Rp>L;}X#D1if0PGW|Omf}Ya|U<GGvxZ;V>Py+|JFFNweAjz9_rTgj-PBp{GIXQ
zU8XCd(@8!08Goi1`^Y?=>!g0Ir%YQGtdx?iGLG$FUi&;*?~$eWGi~boTX>G=T@ZE2
z#!kw{d0a{DSi<Yi#K?6Tf$D5Y{jqaY`d0qC9uf7)5^onH=R_&FN{)Mr7rGqEp4nbH
zb(}V??`?=Y&s+vtpNT2S-Z9S9m9*@S<mko3wyKuGo+mL%<)w2;-NJFs9>iMRgR1^a
zgfp5K>!&21BDS9OxA#1W5bhPf^ZiF_xhOZ!ir1@Yq7DCL2V{NUO26%?sT|QX#@Wwz
zzU5dALT||1=K1^fJUG$zSnh-PzHNoc?fXAY1iXa)+iMvCgP2Vp<iZb3R+uE@|I2zH
z)`Qq!9_7rV&FytS^6KLy>h<jXa_QQVW1|Jf`V#Tu*!j0J-hh6Y&!H<O)~PI}6R9Kh
zon(OCXGn*48~+if^^lc!o3S{a#=he=*SjtLT%Pi1Um2m?>M1#?$%c7u=PK)*RP4(q
z#3N-4-~LP;f27U9IaRksA4lsJ=dO^=__SEB1kfwuR8T$HUsvVl6ouxo+(Z;z#=DKS
zM_XCyY1BEjV=|Wkp8)Yc+d31n_stjc)7qlrJifnP)O};qi8)Q*wc|yn|Jb^YZY9bw
zZ?#=1#y|SR3X=KSBF*vI!_hvA+jYr1)YWDNmnp%Vx<t&(<Iy2y)BJCW|JNtix^_oz
zme3u+%wU!Cc;nk#xW&)qWNXJjKbQYhZG*9DoH*xHc|OOc7}7n)w)3!j@3FeKjCz}8
zJJu(Ilr0o~$8j#vo@ak+(sKQJHM*;tIg=do_C1=uOQVduh#Pt+AAhEnW6pB8AI|Z<
z>jeDKHP;sIRtI(atRub!U#NddTf(Ws@<|=fwLa6&gDn|9XH1XnnnH19#krjH+YDmk
zIKr*%ZO@aMj_E{IS^wEWN51*kh`5FFUFSyU8jt;$%V?Uxl6Px;rlu|18Ht6;NXRYm
zeD4;g{Pk(Ct+XQyZC0ss&ZsXvw}q|GY{$RtlprULM{iV|zk@8tR>UK|kNL1#CgyTe
oTe6nN*^2pHCl!v?%$AJLtH<A3%<UWDWeaQR{vTKWbj82_KPMkUga7~l

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/output_memo_new.txt b/src/Delete_before_submission/output_memo_new.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cf76062d7be708f9a188542b375dcb815e593bef
GIT binary patch
literal 271802
zcmdVD+pZnQm9Dw23#fPCU2$Ku&X(kjLIJWYSGh{IWl1ih8x0WRnKmhM^I%Ed=vVLV
z@#W8<h{za`85t`x=Q0GFWO6RfKganLBmTet_w%dgSKnX#?drkR%d6K{Pwe-Pu5Mku
zbM=2;efRdsD|`ORp4_wl|C{~YYx{{?S6^TK`sz1V|9tgN_WSvN?_a%l_5RgISHHaa
z^y=fQ5AD}mR}Zh=*uQ;m`VPMFmi_*_tEcwgEBpOz`@DYU1N-!QSHH0TZe6`F1W&G>
z+5bQW#{8%Lhy4k>x9ppKVfa3^pZvi7^vXVWZ+ffy_InT}lz*^)@&5F#5A4@lS9h;|
zy855f&%8D?-`g|Zn!owpe)r5iS^hk4kWh;juP1bT7CO9`{&oKpPwv^9KU@6FLwk>>
z_H+K7|I_}&oAKni(PmD&|B<~B-|&%9?A?iC;>3GKjrXSi^ygdl`}oNx)la=YJ^5Gr
z&X@Mxf1fZw=V$h2&+Xak3EN%!_wE?=p4)#&$7}nW@9Y!*X4Hg}?-?g<+b4K4sCvi#
zR=+;ApZLz6l<)AN{lvTWlb=pB1a%8B|91ISzqtBj_T)X2xm#D)eTNV2U*R1dzr_xR
zcq8cYY@!11UA~8qA^9c78g>7Z>%GVO6DM98cJO~UX-ABCPS<{fde@v|*Tejax6*TG
zk{-1Gj{UbM>i0wbTo?7nlf2xSbmq1F|I6KR$2__o?vG8QkaKYVXcS+f_RW#&kIl1y
z`jMdq@iWuP`(|mSrC6DJSAPv<M*gUl*|8_rqy495ZEqXWyCKqBH^z>9U@{_W=#;%P
z`SbLroc?o7{mAV4yF<496Y~jkONtC$hw2}gb&<rom%elL!zA~QO^&ed^8BytPuNY~
zjM!uDv%vL%@h{fN^QGwn<Iww)PAHngI};0`8xQPvuk5|hmN|DodUJH*!$~9VOwrE|
zGrhj~$VLBkzxBzGHV`4twE^k7jy8N~NMwV)GduLSA?NQ~j8#Wj<C1?p#N-vXE!rej
zCq|B=u$v>(#OHV`B1x=@tmb!y`-$o3_q%H3{t|-qmaiq2SA39Ldt!TXpqKV;dur(Z
zZ$egy<do<=qQ7JK$=>em`WCT{Tu1)(4#aDTA9Zw$^uIe4KYS8+H1e|RVE))B|I5iY
zA^YTiW&99(*PG;*J~1DO7Nm^!A46I`HJ^c3>cf3=GS^Sd-`qAyxp(!yEYf^3S^C<#
zP_6hl^oi%kUm*TylJWHn@TTF$D)wZ6V?GrL+&gZeN~maSU9xXhee9PevB>sPb?hI>
zI;w7<dIuHEr&$$Hal^8wx;gnr`%RQtd94A7%j>nZT^jXVduz(l8^IfYBkJB%!1sF-
zD!_Z{eEUtvOq310wg{UjjyItyUBAr-W}&GK>%Y8WIrd~UCThJ6U6b1uX;J^@J?LXl
zdH=WIU2fTXkJQUsb=|$+<%73Yjy%md^J03lC|{#`@zD+D41Fm$gT~OA`O&!YvcZ>I
zgM8W7OSWX}L(@#fDTy<WP0pTMy)@F9TNY!*S<ITwob^5*R+5(Yt5k=l)~EVLZ54>d
z#;O}}J$!FX@|sxUm)p4dU2eMPfmf0~_dWaPQD=Ekuj{NwplAx6aB0kz?xuQ~wWjSY
zWAxC8Nt2A>fxNFm75TOG%Bhb;GB;}RV!N{cyLq>0Jre!+Mth-;Ond08_xYi*Z0)T0
z0I#AxOphht%}2E791G36pg(<<K+`R?POm+Q?Z@8Q@{1}uz!G@Qv#0i-6CXfr<)M0q
zr)JBRq5-&YljCaYzsTCZ8dvCjFXsq1{asWQF1^nEsowXGC~3bmE0yP>9#>QAVS4J0
z&CIEGz^_b15uNV&rssH6uV9sY`_ASV;tXOmQ$52%P}irDm~29t@}ipX-0IIS?Qi4A
zXVk}@@n%%>RU>r|o8B>+W*E&K&WRY93eyaV@;K&um=n;n1~VL*LDU3hq*J53Izy-M
zQ9hOO)ZU4CjVER`ezJFbVgG-VyOMFGfsUW}^*4JTDq5;CDwiNbXDWqS9Tl#nw;YZA
z&fpvQ0(p}rEWfk5kfIBG^PVyo*T(jZ{dgB;fgV%HS25}PlW|IO)%dJE-|QSN(RI0P
z@}>@dZs9$$?U~D<vM`p1obi^QyzQ|wX^&@?g`|7Rj0|<Ze>A>*Y7!~mjDAr^);wF9
z^_;&EHvVSJJ;YX#H^O32K}Mgv!lKF5`P(pI7<DY--b$H2#-G{OVt9O!;=sRHyo9{f
zZ!#KPyl))Uo0WC5{of?-h+zR+mToks>WlgQZuEO$|4Sz>I8{OQ5I?h4!TP}TCH|gL
zI%0cNe}*iR*)Dkc=xt|L9V-0x-N~oN-Kkrr;K*mW&cT5Vf;U8I{9b2Xph*vwSSxF~
z_dNO6>HFtc@Zg+L;bcyvh4c;eub29?{EbAX^PfU5=MwpjQHC>BSncyE(nh2D9Dh&u
zj>+PBW=`+7r}ix2QBCU3+p~8>`^<v2aP6zr%ecrx9-4f=G2MS0%Frm9So)XHZ~_2t
zsZ)TpJkv3+IaWWJOK)_tfS+n(;hk?Ax5`}RTf_F!(B;TD$M(@wRVX!$e<7wo(mf_k
z;_BlPGOAA4qB#=R*inAXsisVS2?_N)RU5uEJe)*$di8sw8QES$qxULnL~Y4&#}gXN
ztjAM-ZDjaG`A?x^jv1-qCvsf=&HGM5F5y!C=qH)*DfrtKF1qoKF{TbYiutCW%YSMK
z*C$iPL@kz+BX^CDa}Ls*<OFHimxwhoA^O11j*^RP<sk77XOD@1h(~g+(Njhy=CjL0
z&#^WoTA*>|8#o2q)X~HNQ7=>P<Rr2SZ<;ikzwJk>mH^F&dELgvzluB&x!yJV{ivXl
z%MB-V{r9;vB$_w{$|qZ?MCO8*BX*?zopa2;pRB-tzXePD21}Gd5^kI4hi9B)AfAm7
zon<S3VR8qrs6WsN_}q|j9=_EP7{wL)!ZxMomk|LxGdzDaG+*2Q$c8u<zbCz7zAxe8
z6ahAzGXyd3#&Qn$P|Bd5EMf79X?VAEW_FZo+o_{mJU^|zC%3lho2uDNGOp!`qZEoG
zsW#8Nx=9ZNJ^K&)6}^+j#eJ)@ye*y!*;Z`wh1rCMlh*m(ixf-cJjIUVi9W6>B<wCI
zCAy9YTAx{>AUig&=dZ55Fxq)kaNoL`*oP7uF)+RAGMd9b#q}KFecz%3CP!oZZERkN
z@;Is$-zhe)alL1#=2jr58MyFf<=eQQY~kXhv22#(T8r=2GX(!m(QDafwsE0#iicI-
z;gdQ4TzbYVD(4;jUvPvxS;7OIIKi)OkaRRh)Z!d+99ySEA$n199Jqu?r!?s2keSn|
z!rC(x*P>M%uO%FN@lM{SJRS9=p`7nLKw{Ah;^UkjSdN-QB^BFoe4A#9KKrKA&athW
z_7@-3q4OOm5w)B`XUV)GQkVH$)~|=;gG$!*q|G;UudiAcN0Vz3UjNimtwmcElsDiJ
zu~0E}VlT0Vrj&En$u@N~vFs;TBP63SOidTCwUK;k(%jPppkp4t<=(WR$4_Ri$c3I4
zmh$B^w?GE*;-Z}UrCGn*7UAj4aVy3vZKKP>zLcWk;r?VTXE-M(=DZDh?-Mlljc;$J
zzD8N+VG9k|>#6}yMWuEpfwK$IXIe7O=Rt+e6I0Hy=-(REw^%2Zu;6JW+rOJE(b5(b
zYK+ml>Y2wuF^2jxEmYLIk?KA#dk&?jI}uOPF~DAbYmw5t;_H+-4-r)I$xCce%Zr?$
z|J1_JHDnqr%tNtVPZm?%X6!;-*Eox2SScz}jxwSc($_1)rBugsZp*p$yxg6l?!5Ly
zFPsdH6W}QVpsq~UCAK$0@~M61Q~Q}%Pg_W^NZ0|lluQv3dn4&lG%y-J##C*i(oBG+
zZl9Y(y)g-wR7I%Hk)e-Gf}qvSu>?>_b=D-+>$W`NVUjhs<@J+V`gqdfp{56)n>-OW
zVXJ)NjuW$bMhwNY0h6GQ?C;rjr%gip_GY(9A9|)faiVIHI_e(U=owX2;>ulVD{9Ju
zuT4kIa4SEjf)155w-QGX5r1O}l(=f_JZa$~3MZB!>tu%fv3+uFo2$MrwooOO9=uCb
z10D8WwK95+dGyY{SLhj^qzB0u#`>ptvP8k&Xosw){?~h{RMWPNNp%kWz54F_KFPoS
zE&iYSga65`#u12A|CId@q6p2t6Ywqis7ma8t>wL1=g<d4bRx@&Swx|8@DM=}50*8l
z2+uiQ8|i^Q%aI?M;8N{=t9-ZQhkTP9aQ^o>eTXyo)VyBavqz%+nfW*RG#gb8N2F}9
z)n9O3ALUzYEtYU$9a~*L{4kxR_h$89;{5oVgda|FB4u069AB@Tiy4iUU4*;Tmgm{P
zoRd)<ruCUNec+ncrq<$j@27Fn$oVLluF-<7{0x1#@`*mPgiUpP-=xmT)YyxhQxTGl
z?CIH#`Tn|sq$h0(Ax)YsSL_sVkT{R2AWbU8JD<n!);wP0D0sDfH_dYrL$#-0=91R>
z&ZL)oVlI1*%Qx~<@l>DtfoZZ&<WixLF0i}ifuSN&=6B2sakl|8@9iqY-c;oKH1U$|
zg`m4eMtkpP+)Rpj)%%s@mHeHbkW1%lTY9rEeftnoUvO`+9dT@Pd-z{}M!m~*8nem7
zE%!FWyy+znV{OT;B+q$d;5PU&(h4rG^CK-wed8s6vo5#P4*Xs7$g7v<>`g;TneqCm
zQOV*wd-NT(r1d=6f(&W&80(xWTc2)olAXvjKZ8uAn|ck_v&1S6GYK<~n~6c!DBJo>
zFCD3ny5+>GL(h4H!9E%6Yb{O0yvqo&8u4fP5$2J8D`Er%F<C6{YmygN1o{#7#I#PQ
zeYJ%O41I!ork{7sD^f>tZ%&m}6FhXJ#9QwuP&s7Ba%+-wl#;EeV;QGTf#;aYtqR&X
zr8(-@j-N+WJU3J=(Gn-IXNBrrn)$A=BFpP`yA{3Fa;#J3csQLZr_!1v0NcWJk8i@)
z96INAxaR>HgL+StElmQ|5=!l>NtB}oDwL(Q)O{Ks*!kVMiXMM=PP5vAsXMerMd*l?
z%<(A(QsyD6G(XWQUZ0IrRhk@Wq9hzAI$lC8dSUb3V&#!TPR;$Kl<6~cDo5>k+*~^0
z1rg;O-8%RA$@x$5WR3e&Naoz9uSfP2Z@VKVs=q7tgC#}hF@R@n%lbpDW==os6E<NP
zDb}c_T>WJJHgr)(Xz8a<a!$9bP>gL|E{QqDuu*d@rBK+YRcYpwy$SJ+9LR8OUs};m
z&UGd*NAObFq(WTNQuq0A_B!(K?5T}<ZtJmAYno?GgXoUaUyYD@1YhepmTaBdkrj&N
zcMT;mIC+_$YLS2BZUI$3>MkMqQFH>U2X*|Jb&S4yZ|#&nv0p7$F=cXT#MX^SBOV;;
z<@aR89-Mz&Gl9|flvrX-u0OL*H|+qY<AhawWN{K(yIz<bpG%(p_1eSqVi`e49(LOh
zy|8!;Tf_N@THd(FQ#Y8_-!b-Noo>v+NOQF-h8UMlHGMM0JrM<okz-$W6i(=(4Q)(G
zVEL#La!Lk{$2{)QhF-3(Q&O`^szzy!gN%mWc^rj9sh*f&FNA(yh9*a_e)4*pe&SD@
zZeVI6rzJTivD>>r=G{Zx*g~z*5~TPO>M{6bO~mB5BxQKk`Wt%bRZD6QE^Hv$OXLMM
zb|O16sx|n~ckTZ<^`mcSPsZ-&+vwh6VW{nhzhtU;MO^hAkhM;I)%56jvQ9HaF`#*1
zH~EyPoI?CMmgC1#*n^6^*|nAUJKZwG-Bjp<@4RvT=4i3i{^#Q}D6AhE0rgsSJV$f3
zRpIPaq9pcs-R_-BJDpEZy>H2$K*4h@a*9ZaT8OQf!H=i<_U>jZ=bXQM8}Ic|E!ILw
z<W}ui*In&$CyrmE8dmQ-j$-xMOtPk@%s${H&hro;BRAKsf#nGKI_UUWw?oc%=)cTU
zp=0`JJwhh(JkRHY%&Y9w)A0=IoTu(j=^enw-0K)`YwDp{>(tZS2Kjey6n`n4#7}*<
z8+~Y0JkPFBCsU;2F~PDYyB_^&>FD7zvrmfhmLlUz=r5FmvtHL{gOO&}?@qZSlO<Fv
z<6IJJIJX)-QG6^NYuZ9}Sybc{2i-M#qM|7K`^YbSIwsC7nKa*b;$g`bBbl0i={fI3
zb+neQ9%{y)S*Ip5f_-PvB$*?ej^Ahv8@)V9CG_Q#H79m_TCA0q<0r>rhWMw}QK~y4
z-O<K9)h3ZkCJVgMJJ%knY<QY6?HS`YXAhThV4_s^aACWnXdwR9o=9<xjv(ukMC#R}
zzNNM~J(gQCrP}jS%!;lP8OD;dMx`1X)Ly5Xa?5q=LcJy0v{6Sbb1t{1c9$(5`w`aT
zX=IMN`I&JcJ_Kaz5i49<r%+T2np3f-Td0Y6x`lml4Ctuk#uj!>;>HomE-%F~LUyh<
zLyD-g^yHSpCkkz=@r_bV)dJ@$nzOZL759FQ;xZk~zQ}-WPiJDI7f3eTuBWNCjF&jG
zBSXDiJ7JbPS=U83YLDpx!qc|ZyDqX;M}5tUfs6{mmK<1ezxOQMvPaX7(yg7Wv3Ow2
z&d~9pC+K#jod;i^*Rfw*=e7E&p0&jtB0BeHN5_7uuhk)PZ^5tVx&PT~WiiL}spZeC
z(F|nhN8E=Y?&Q`C?7~<!F&2B$x5A#>M1Ko5q7>JIt^Stm=gf$d8X&Z6`!vZB+I?<@
z0W!L6%RcS8=%Q?ssCHd5WbfKO?YhY3XD^B4d$LC649PLJ`?Pa24kjPK$;4#ObOzPJ
zQ3;GK<T{U;h)cTM_G#DWb*=M6w#x{~s`(G?UCW6;Sbs-M7ro7OJO{|M&n5O8`Uds0
z#v=F;&jBhjhCa_h955C^jbqDC9dGp<%+H+{8;F)(W#P=o(kbLI9>>zTt`p1%uX{Af
zV9cu?4X8iUgA9uGc(hBPQzWqF(Jq5*)T5otU-IyNe{l&)64Ceii!*7bx__T#KDY9S
z$G~s&Sd>d3Q+~GW|H;s>*pj$ZckJPCY`fQN9T{QI>>1sc=nPH|vXMFf+|-_-H9IGo
z)o<T}EdI<I%_M0(+DUJ>=H~d5b!7C(`m_@ntEqM*HtkF(HDG;~ntWpYtg<5PKD}9|
zqNcr<b8XHGF*|)`?5X~LPh`?Y7t6dTr(9wz*JcZ&woEK*EVCpZg>+j-7WIpe;WduZ
z4?r(Qa_uv9B;C)<JdLKk*0R~_^ps<5U#BJ~Ot;2QV|p@*P-l|2oQ7aJ_&SnVXYGBG
z={@k$E|znLbaBblYYnNN)D(*;zs6;H;EJZwU6Ir;mQE0XP?LT5$hkGHk@Y@V$4cj=
zeRhM28Pmd?kciHC_TtE`Bpzqo^5`a-^*$;4+Bg|MMzvT9)~Tj*S8Mfoos@jnv}1&$
z<JgeC^|=-5W#@WfZkxGI1xR*ggqE?KuJM_AK~L{Mh~j9ymi(S4>&Q6Iyv37Hi;N{|
z4Nv@2>j-r+Rwu9gJ~8Z|_O%edvc;vnR}IS@Ti`Xsqui#)+m{0nJH&K31{>ezHNUl5
z<k-wo{5ES`=JY@LoVIPG`DT1FIFmP){9$j1{zavfr}tRz*ov+pB>RSP%ds_hn0TmZ
z*MlsU(sg9``t@uW{Pk_X>XofYTm3#gzE@Q~yc;{vN}X+=Zs)9G{C#UE$Mlsdhvwya
zPXE<17k_IH)-}%3Bi~vlJ(qUGFHuz?>8t3#{}a#ppO$-O`_PW6MUNH6KSVomdeFwc
zdY!LuHP?%IOdrwj%+r(5PBGSU4Tfxkn+j?=#I~&DZ2XyJ>QUpsih0aZQ;O&={+G*d
z@8K_>S;tdObp2o%T6Cr!`-`8eJwZ*q8e5&+_F(hVILMkdtd;b_b1<1y(`((%)i=Rt
z=k*%BH20HldeiUa^|?E`#0b}r$Mbr&I_rS-U<(vms@T?1qY^SnRf<7s-t|6Nr<`{E
z!AspGk>A?mIL<~z&B6QIYp3VW)l7OhSPEh`otI0SYa(u*jZXIqv2FReo!uisYT;{F
zlWWbLOWUZPVy#rM)$T~0np)cEBnezcq{@vxy&MUwX#_ng@6)D=ZK5I>1-m-Ad5<}f
z`57<QnK8_<ja<XbxjAf$-&m~AZ#ioqX>jbz6udr_{VY!Jx#DPROiZZ~TkRLuJsk7$
zR95mkoS-C=a_oYlb{}nV!=pqv=eiR~YWyzCT<1(2Jg5KR+SHHpJkLk1h1gUR*6fLY
zKJDATGo9pRvsUB>vHv|WOikS}TBf;8rzPi%g^rV`cczm&Ju=Xj{nohSC(APMiAlg*
z2B>ea6>&~g;xekLBUG*Jy>>b*qr;9;@69DtzsGaVy(Rspv08b(F+`n;HFS!6a&*LI
zItTA}LCjIgzQi(C+Mb%9^-u9+86{J&)Uk4u`1a>k|3L4>>o{h^J_yscNV3MsyOcLP
zkl`vzzhk_7V4HBr>SAieR(OqCHT@zK;Lx2++_T3HsM<D@vEUzT9QBj>TjMNgP7TjM
zRPWJlHg+fw=cgzlQ3y;f@tjLNj!){6!=3pp5iv4HqF-ZK*n@XOf>2R=yR^M9-^w4$
z(!O}|J4}2_yE;_tm0<q>yY~LAA=k%afkuBY{o*D`enp<npv$8vYhXh-aV{~gQ-{dt
z$Xn-Y{gc)&A<{Xi&)(kR!zT61Q%N&hUrhdlEa92S(zA>64vYPnNzuIt4blyN*-?LK
zsnU6)-<b_(pYzS2mg3gm8I69tL70g5zA;Sf#lt#XmUHxfunGVEHWqnt^|{FtmI}$b
zG&ZV-NPKBME-&x04p2&wdL6U47v9&$lyu1Lx@sQZoMxq-PF7mGrndW*I3^p7N@6S?
z-)f88-%OrcR&uP;)ADpJH0XU_y#zXpWO-3#Lf$vVL_XO!%>$w{sH7V|`>C|AcEwcE
zeo5`7mBnsV412PXSZZp?|IT~^anM}DKAJM}o(U{uD4uJmzpdv<8xc|jeW<RydK;5G
zxcchq_mh{4JskO*zI9t}8`H0aO{cOVY<Rabw!X&5@VYV8h&Yu8$5KXj^=P`0ar*Sg
z84*Av>3DvkU8-T}F2&DG!tP&vJ;mdyLjK06_0)KY2aYMmobK@y(?+>k(o$T-@2E*X
zHqAi#gt@Mx3G4Bgsj<<c`^J#a4f}S&=QpV$w-N8pkUzFZD~l(;VHe+h`*ohhQ^90&
z+rG7zNERIrdko>B(`atl=q+la$I<e}q#Lz`o8&3M)Enb4@i0~^-WKD~(UB#ab51$M
zT*9eFj!M)P&qNOzTz&jw;_G;;Pn_eJ+FIw5eSBo$c;=j&^Gt}2kG(W+LXVcotXEZ5
zI=2Rn>v+y_jzZ@}>22a6|Jx9@{2{$&=i>GI#BqGXPCxbFm3=MYIm18e4A*~}pMyS;
z1ktZNo+_GtrIPPA!O)NX>FQ=gG0g1YccpQ8EFV#9-;=7b9BIz~S5}?+D&*Q3vI7Pp
z(Y~DP3`BHuZx=EX@rUT{Xo&_1K4UJ=5uP*b4)Yt(hD;QR;*RauE|2o5_A@+*rI$V3
z*yUQEzB21fUh~{?d~U;w=rxM4_BT9<5&F&PHNrnmxL#&=Ex9b|*W-PN?w1p#{$ez0
z&s!dkh3YE)jO<*S>R(MVPo@0##>LlD)m(W2(<Xe5UY~BC<5Mw*YiWw3NYQ-RTgM#M
zncF)yZScL}{K5YJTf_CzvZ_|Ld<G`+&c4`}H$UEvX;)dVg|9ViZ?0)7h`uAe4&5sL
zt^MwaNfbS!7Vq}egqLQW(%ed_@~0bG&ORMOR2yR=b5q25b1*SS-;ZfuscO-QO*VMQ
z<ue?zH)N^$-99ziHYQGFuT23trnBhel>@ZUXOr-UKBF61^wH{Atha4xCpXsojc!QN
zCz()SGOyLQ-Pf|WxJeEHH~sdeIkxshyEr^b!`KG5X-JL=PHr`IDyDg&h`W1dJS_?`
z?WU@gZ^C_Het;O8`DLOBd_6w>2m2lWO6(7qgFZul$pJ)3$Ll9zw_rU-ui05H+CtM8
z6ZaF>Igd)sndmN-fb&q&A97n$o^+4<*k|dD=fm1N;u~@3(|kXj)qc{9)XzfLx0P9%
zagI#{QLooMk4icTwZ;C8*^~OGc+$4a<jt}tJ+a(59Hd?kChiNBkHs3Nn~2@c^6Oa~
z^wR^!b8xF~Wix`do47}aJ(#A3<<nXgx0aq5jX1EDBe#66?{etRO3%YJKOwT@^GB;j
zF-_Y#O0NhHmGZ;9#(+e&<C60*sv20HD^8V=HI(OA7B)H%k#HNlc4FjO5l10s$et!c
z$zSE$IekEW0X6GrG}hj8EFnngTlD0#=g1xtG#+QBbM`K8DNo~8dub4nJyHE7`3+`#
z+|9Cq&~i(+96xY|<_eeMl-vr=bDx-_=O83zDg7|Hqb&3KhK2Je$vm|>*d8x1ulscB
zLBy8jEIsD*p3fp_E)Q$S?EZWnN%04piu`xWv4}pk{F#>jrQiR_+uCAHu}exEGeF8*
z^V4aGn-R9Nyu>ezlVw)To;Z3TX&&!#_{giJt2#x;oEiMrHoJ9{=U6?@{(F7IIlQHQ
zOr(<Y^OBrYb++W3d;gX_JEOA1=JVbeJ?zst+`~snFW2*Z`aH+mSNb;6#dSpI=pAR>
zy_dw<EM}tHC$`VX4?xt*wR5~R+sTmbzC2*hGe}g8*(yTsCGV4R4;gqkC-&N62L3;?
zOJnq@XV&zjg~s>tF%!d-;8D0*GrBEY)Ul`}KpnbmY(b&Ny(g`<Ve<1C+NeduN7YZ8
z9&Q3UZB4i{MF>b9^YNS~(Czh{Yyt6plD3t4zRgH+UyhGV>70`{v9xingwAP1JE+!{
zx;^)gwy^2^n>2x~6Lco`JzKiXW>DiJ`;ooK5w)V25zn&~lQsh%Whu6z@eDgz)gEML
zNYkei?|P@2MmWbQws|zhlUTkvafI$EV}(ku%<9uO+;>WodTNPEPhwO|s;eX16YGso
zX`4j({Di8m?B+RV@-d<geo)pDZefk+L?^qnrxl3yZb9uBmtvW`?sgomIOB+M=?qj~
z1Ue#1(QP}}k{FF5E5$A19{vpv{Kj-{&-kF<4loCfzTGuBVy>z+8#_jweqJ%9r06`a
zR6$2=-rSQq^}Dnrn@Xs983_rK7FfwkQ3_1dxf7y2Y17X!ETgJCREA%fCE625?U7r0
z#c3j{18x)dL{aa3;7O$2Ud!P$(RWt)^85rnj}h%zVTurOP6o|Jr>VrnC~94ZB|sj0
zxjr7F(0Lt28SHpHqpKDnAu?3W#%uJ_V=^@=1#HmdcaJWZ5n%(5jefS|j?De2qvjOz
zoQyc}rP1j!GDSTQT*RsHjjZgh*`P-g2RZk#r;OEen|cz-7$+C-7w#c087)$OLzcj~
zw-4PCL(_qxGU*xF88V{^(LMXlRR7ccXMM5YzP7nWLniO_W9&22Ywh~+(P;4Fy_MR1
zPa&WuXm8Fb-@dKq`uoesjLsp!m$jX&V_vis<IvG&W9IiiOD}qS{+>v<Ge?4d5*jL<
z<S+VEy90kTZSVvyZ1&T$PxR@L@hnFl$q%Qx%DP0$H|DWVbn`0_lT$(WioE=pbHp4(
zr+84Lh>ayg9Qz?^p>88Wht(^h*RCly?JA&?_2laBJL8+ze}uS=Pce{hPq<^Ao&E?`
zg3|!R`Eg7=#?kHcOB){YPLk(^=!9~7&Zb_H&%`3?o6d3S{u}B?Y#Yjv?}<0o{3X7t
zLh`rCvdAa?!MMNFt2>M5n#Jph9?n5T#jW=Y!&!)QM*QZ`h`6SAZr~gm`D7hF3X9e{
z9e5rZyr-<g5qP#)e$D_ATil&87Vh>=mSAp|$ic`?=N>$^Ik^X?zcBx)B@a%0iJa~S
zv*y^O+IL?EOB~y`Y$WrKbN~_-{55e!FMWEdJ24I0n6%khF>(tJ6d#r9ZFu08VnQ}@
zGna#8>wYQ8_&uXp>(u@z#+a@xnlT}VWs(ITDr7p1*pO+%IWMn6yREo%(<YTLZPvRP
zxX70AcJv0gt%F(u6MU~M?q@sp<tPR+r0wAprS6Mlo7^*%Pfa1&hB60=J4}(h$M!L|
zp{+^8mb`O53H~K}erMWzqOI$f&WM<u(;TK}Y1%6j&y+_Li?uAL*w!qA+5;A%Z(cw*
z^z?jR&u8Ewk;wzwo0Ct_amK>u1w3c)Px*8$8HG05L^{b%P9fN1heaDF*{#>C%TMJv
zsTsu9_8gqLi^y>@mle~j?m}Hp-Xh+rQ|?$eOWUT+8F*B?c0A<$RCTyFj%N{__T8^t
zN=>RFE9-JxYbPn{3g7;m)A@Qw<W;$dLi?VEX;Fx~50mz(M^mGrjy6t<+KRQ%l;?74
z9L$TKA<wF~IhUxpMW@y23!H&Q=QBz)QG9^KALCLxc8RQyD(&>jRg-Fakg?h9DCZ-}
ziKV8u+75L_yjdJywXkRpu;%mFQb>O@l4G*x<I!k`R*8m5J#ym+)hLZ(scX?lcMsB!
zpmu<-_-lxU%y5K8F`wILh(Cy)=t)rNi6}EB$y6iCH_($93tPa+PUrx~lPE;K^|V+_
zeSPoR3`i6^ayCW%PEOPNF2<!;k&War)t6CF^Pba(CoTGTT~~V~*+BHlXvLfgC?lK5
zzkUWX@(d>9nI+QA@bj2Ema6&tw=$2Cj<rqV9b>AInW%r{Ggl?mVq7CMYhiEUBJ%jP
z(M!FfxKA|h(`p)_Cv7a^U!qZ+8L^dsTNB7P#<Vb|Y73K}1_skTldWYNMKw15_e<I7
zwH7fdB7HnAC*Z+_4ld)uW}Sh{yJsFJ<(2`Tx2Ij-Ch6=3zy0=ZIM2W@rFH#%s4=^_
zjWVB@CecBlHW<fA`<@VuWm=uEWfaFrFgf7epC=HoEl5j=l+HifCy?!^OU<3~^?XDR
z=J+#wJ5w5-NmCCbGEt{o*yx<UG~XMauoy=ad&D^+O{w|QNSpS(CCk4FoA>Bvx{z;a
z;+(s?*kuiu=n6!!NKBJndt6)b7}I<X>bXhRUyO6<{$>43{{OKA)Zf<g1Vm8C<p%l?
zd-QHR7`rKtY~9~R@h<WzUq45q%-*Mu=u1eBHHQ?*(f)R@#H14)@aMi+0(AURywXi5
z{k%F>a@2#kIcT=Y@v*d#kNEXld0{&}Qq1<ymfab%GI9Q0YdL3c6&2FwQ(Y*wH{1tS
z>S`-uDD6#5&j<;3-Q%h7Rm)gzRd%BfOH9ie3)!ts0CKjR{&q{V*>E~Sm3}1J=C|IT
z!W!*+yI4&Z{2*S_=NbQCu|~d~`Ad^z<hi!S`1ClhE2X8TOZ-z2HtlAFQ~0tL$By<2
zexH!!cp1r<M%6UpNlg(t7K(9n##c9WoH+qs`b)BK$D>?Nb3V@&coo~RHJRzBkWTu;
ztM&adM{`Rj*V#Dv!v2GH@kVa)_^}#vFJ0*7P)E$?Q+}|S5b=xi>(m$PyiZYetg(CX
zjD2DB$JOz=V{;faF1X2kb<u5bbi|l{om=hLPnD?S&(xYnb_~WR78By*;icO|c*n%#
zyN02Tf1~r@HP_;8do>Ou3ZKe6)<dHQo(%o>T*omvEr{Yj8LZvcD0vcLqJxt7S7M>c
zLGOdAG=2N}UyXTC@~NLbY<9a{(L?ipR1C4^^}p7GVV>D2LW$_%J5xQQi98pUeE+<-
zw9lN}qE?{1ipjKRCNJ^aBU6S{UtDsQyA>sOYM!<vMO7wH-ZR-nn_Z8vG)OmcLf0{-
z_S*Nxe5`py9n`15+0+zqNZ%Fzi)%P~DdG__r@-l+JT=YMwx;i<jvQIBZpYxP8<QMS
zRsotLapIpeBX`GcFl6?U{1`OfSig|loNBvs1}05#d~1|rE+E<~fMpu<tT8?3k_25;
z|3ZSGiB4a{85eiiOLF#_;>z`1SkyZq8p}^jskh_);`fs!aLsc>{%ic^`rEBmA)=RT
zz!zqV$TgyA4!-Ni*bGYH6_uN=bM0t~XoCkg@cqs>qn_nuG)lcwvOe|P;$7a<gT`XQ
zn3A=W;2YgOFY^b_KISX>Y&02;?s3;GHltc~JVvTwshaxRNx$|y&)=%ZMBGzEc*p#M
z`~-Q&=WiqUHR&R1iREO?2E{)W<3qY`3boXg{4b-?Pv-5(E}{-85#v~Gs-G^(Sl4|S
zS}}&DSL>LSQ1x)smoX<f=0$qx1;(2rN8~k7>~r%W#MS5=^@cTlL#yI9UemXJUdpe`
zkzHQm*?>e|zb^5|Qwg7{=>*?9a@lA=ne@%*`VeKS_W9?geIzQ0C2~!U<5;Hl8=lwG
zZGU3^RlCrMm0D5kShcesPk$84Op@rZE%%5smYO!QJv#Y9w})8-<`nOSxgk0J2%6YV
zMQF(I(d$v~flVCqa9c29uTy37Gqcv;7|o)&67U=wLozQ-jre9nMcnwU-hylV*XGaQ
z=8vI79qq%2O2Ok%Y?Pl7J&j0pua4<H2F@vdXI$c(Q7kFP(?Zki%N*H%<55}d$ZL4Z
zIU@8J;Y@To5Gz{S8|Fi?Hz158<M{7Sl~p?2OI3uZ20vzv`KgE&zDs)C_KwZgNBnAI
zB-XkKwvOHrXAy2+{n0AGOs+A1EkB^_Ig+SjbsS2{H*qR~YOhZP==8YX_eP$<lXUm+
zWw7eZuiNHVSJcv8U;Q?$31gvSA1&K`-5Mvf^GLC$COj6G#Tq-;MzClz!F3{`W9!yb
z*L1_k&Co_@hAsc|&wc1i$Tam8pIBP+Zs_Vr+|esToUwo+>oZG2aWop=2R`m!j-59{
zqIFWVmtx1-BhG!$?fA;9;;YP-FLln~<dNNAXyhlgdaUHJ6rxs$2mW`X5LEfx{>OIi
zXBYAyOq5X1r*=ojfoOo~muM0XP9061EjLmfjYTzTr_2{qd=gvek(j@?%b^pZH=~D$
zuh4XV9yMN8W^PVp73yeCF{jRw+#Kt_Ky!2ChG^%e<Uu}Z>lL3%OYq0$p@;+3kz10O
zV{IPR7jN*@<O9gLzL?I)Q*EHb^TZHF(=Xt!ZD0@9zKWDir>oAo?8B)nGUae&luC?B
zPQM;=(PtU0hxf+JWPrr)@Mu2k=2T!RmwC6bI&;n0sMZ0Guz=fVe-#17@2fXxXUee!
zt+P|Mwop}F?=rC~5o*={a*sU6KNaE8zJ+McSMTi8taUBE{*F2Au=~z?ryabHaOn1r
zR~GRhL9NM6>WUv3RhXfk|I780Ii6O3yv9R!$Lm3yM$O}`B@Fd9)=y%(#TcaDPtD>%
z89uXghj|YLYCQ3i2#+%K&lV!kqY+3-?wCJ#Y5(D;@R^(#&N<|g8_lBkAgpB_8buW8
zn;+4HZ_hW!ywLl&2E|y&zhzmxN)YcR)X6Y3Xs$oCuFla!`izgODMLjZ55A_)!a#Q=
z){6Sg%O^2SV?4w*>%Nk?aH8iqb>_5a<xM5N7O!-seHjh&KvWFgHA>FW#P6MdH~W0%
zKgE-XHmY_lRU=g|c-QCxXXpQJ{iLQ=Owk$*vY<Yw%Q4+QdIU=|z3-bmYeNch#~F+f
zjIj*H82chGq3EGcO|ke%ghn$xe=uuUTR{+veSe?)hz{IBa(|lVe{dCVLmfp?W9P}7
z3dkqD{FE`gG#|l47#k5<+tWue^>GGFnw3v;O}{Zu&MA<nu66VYQ}FoRiObo`Ez=)7
z?OccA_tvL!?^HjD_@(atvJKR~1ezmrDN%+R#Tpv&I->I0BCpdX@}5yN3>ux2>G7WA
zcB3bgW6Tk+R8L={4jXgmRn(Rv{-#<^>L)RpK3}d=4|Sx|gQm|H(1(@fS*8uT&1t-7
z4y?9tb9|96k0pnHA30v~<>cR=PFR>Y62-U8$i+WZb4n*ww@#&@C*)Y<zOgi|Q>+zF
z#u$4v-|5uz-E;o6V#NrJHbQ-2F%NTcd;0SjRgHlR8?T;xY3WI+3vxD@efrV#5B1(!
z=X&VYD_0=YxvynErg~lc-nFIac@j}en}geRFSLN}UzBsLQzg=Us2d|8a$eGX-Vv=I
zufoNCI7S1Hww=JI+JtQy@vr?lPbZdIWvl8%tyGoDb^g@49r<}AyQYymeNUE5b(OQ+
z$9h)eRNGg#<X&zW{nrti)l}4zh-TVs!>kiq0kkFh{?)Hc(w-ZQ<9)tINBUSyWvw}`
zOIUA^$TsFk{@t<;s;WBWcnMr|Y_)S$H}HODyz&{lOPuj$0#UbqeP%eQB67w-XS^>r
zdjKj`o<Ze3f6&F#5L7#&P4KZNEj?VXCBNj}PNdd1`av6E`Hg8hH#R-D(}T>8{%TgC
zcT04%){~dsjLtT+(Fu^RCQT<Y!#ZA$Hrzi(2j$DjD$DXjr##`+u^xk75%H{MWa(a%
z{hTB%JzCQnP1c@^iS?eSRd|lZ;-^h+uBWF0rHRnrO_fEw#fvGPO!c(LlR;(Y>2g&{
zpIZJ*#7EyqyPSRSuOE*^=OCyQ(FOa1N%x#4REXXkiX8hRS+Z7SdoA~Hz8tIZbmf=;
zfEo|%|6kgk33`Qfwo1KZj5hrdD<`S2gx8x$Kbm5yRR3Q_Bl@aKG?QHS+QBg$qc+@Q
zE16s;FLJqB*5w>aw2Lb0Ws-k?x<R(lw(V%PNYgJT*}mD*<de?7pDg#&X~wv<vj}P(
zE8X-I@g&;zIk%5|KhesOTw^o#dZb7-Syj*NSlA#l|0$l-{tNl(*_{I7cMbQk@=PV>
zrdvm9Qe^kO{fmkDT8hXg$0Cn7){8iYP2~A}CdoN}tS0e>stsR$e}v|((Q2~6mv6Vm
zwK9w`zV!8gK%yHO`=~O8rPgjd@LWc~!vD14<EeF;*)96eqC>FNGK<_CjmK|JB3kZ4
z6w_TY-tXb#3L?}YBNT;@oHk`*n(v2$$WS=Q)#DxAicm+8)OVQaNi8$#YWGL)$MT1)
zBW+hDYG<P`dtYA}ugYz!$?j=VY9tbjBDSczO2(|&q@KP!r^!b97;$V}^Nq6%H@jXB
z&FI!$)@x}d{B{<Fer`VF`{{;6&X~n}CFstKMTLF-9NOfzac!68hz;n?E5M>k0+e}X
zTWqL>*ZDH~hPQLQ+hUFTsp4B=*Xt{{%vOwG>D4gJceFc&{@tTqbPEn*ofpO(tWWCA
z$3Fd7S@Aw0T_v{oM$^|&=4jreNC#<M-b6d5$^HECoa$!qhkTZ98~3tAvxaczSQ$|^
zr08ayJ4a*D#>sCcSzWrBfa!>_=q7%H+GkTcrZ(A=D?~YcERnK9ZjJk~Xs;1imhY>H
zVx%4<@n>qPa0-bkK(BopiSzn>q2}S)X3vePUl$SR(k^Kx_T3{mFJcOm{E9ylQAv8u
z=`l`7-L?MScg=b0F)X$0@Fc>bS>jjb1DFM)j}-f&v00v8n)q!RJv5=#bR>VkLY-)N
z7Ss_O?H@rye%XuWSe>HEN7hZBN|j*k?P|piwH(G0QEF2CQ?c}Ft`yqzovkAmaK3HP
z>>3aMPOVL<>C4`1+cm|xuMuSNPtB2GZ~7(rSSo=9&)LT_GUFpFTV!s?v-{1|`CQu%
zb_Oz{zdkx4JF%3Onib1S{h3;VIFp~~#NU@2)@rW-ZEI`PgR=gqNZ&Y3LQMh>ulqcH
zYyM039Qi#YX(mncyT7n%4)RxfvpsQX;z1GWC38IPb?WWsYa07F8^mnEdTdBe%0}0y
z8yrhTF1z)VwN7fxr5P-$*(QBwu82+F%<H#epdJ|+)i8CZiQz%Z`EaJK+Ewki4wF-(
z6)D%BnbQY9hTN!XOZ2RJ=_1;2YLN_nZl%c_m!*lHiz7L1A^qFW6NB&&O9(BfX8pKG
zmwkDZ<B+ES#o3u~jw0oHe%nbcBb<Du#yzJlyjtc7v$Sztu;hun!9$}29gq9Qm-^Of
zzKvL&$%|xfKQO+MCC;%WX$8SMlWfE?E+ju>@}ar_bRd6W%J#MWH}46>c;2^vhaK!o
zlmQRBY+}qc9z|R15r1x&(4vQptZM07;|R6Z8h=vbNH*mX5}P=LG%APbi_=G9nK~Zx
zCv&>!20QgKQujbw{m?j8M>6Ql7EUq8`;JLV%2dlIH6qn26jk~CsJ%F9Wd5Z5R^Fm~
zQseMmCfk|tL7e;P#j$4Z(eU^)a~$|_@9l1pTy$AAD7SL+CwhP8&)p)GPv%Il3m_qu
z<6KI87b@O~4iM9U{;g;(vjpXn^8K-c%*XXngwGK@VM}yk2J5C6L7lI1V)T9cw>kfW
z?R8Xc>DqA=KlP5iZyiU8b93qtfkPcxUGP99ZFuK)i91%QeQ7e3OHi9$%lkS$F=Wi)
z&f|<0GDVw23s4D~{mE*8Ulv%jC4~1aeI9kvHkCLZjSpi|-)WoM>Y7U0gU0rs|28aa
z=zL&v>~zCR+W5aVVr_`o9J6HFpEw@*BhFm-Sq$E@uZBH}sMInL@uZDN(G8p6(feF(
z#%Qy4BAUvp;)S0kxqbCBZIJ7KH5<6T5hIRLgg2Lqo+nI@;05^g<<D5?zN7v5-^R2#
z1B=ecQ7`_%G<+RXtR+3vs6WGY68ut59d3|1LW<X9hpi;U;IhB2Q`k3R9k$PNLp7bm
z*oW?Ws-TTVJDs_ILm2~hn$AP4VN{!!{8n3{-TIVtYvGb#^}ns98Hq2ga_K+YIAV|L
z-!$hIQ6e`lKd}F}#TJdn%W|JBkr*daQx!=P$^X+O8l%%TeCU3TZw(bb+)-|&QLS$+
zs%cUZ3A#5?OLw;^hQ=bCv#Y0tPTLUW`?06gFY;+G{V6_+DH`l)vsx%s2QN{QQERgh
zmX(MTdnbCXqdr3(byl)Oy%j0{#_=+`KB?~*j^{RAGh(eZx+%J^tszLyK*=2->nMrx
zxv8YaiB%utZ5+A8x<jTwJXBJX%0ITJM#U887^;}&EmS&vRib)jI!w%uwTY0O5d~0f
ztEKOuq2lZ{c7@yI$x2$=V8+it#x|)%LB%R11#_F&#*FX5w?Dfel{N7=N8h6IGU7Az
zok|$dPYW@57&o@z=O2Z1Jqu-Rm13zV5#O0+6ykH@qk6Z+A`rU~z4g)e@@Q2@??s!}
z2=7>|?3Ink%AF%8H_7Asbgg=3Y_uVxAa_+|Y#uX3R69dP!Abs{<19JLoKK`f<Gy}N
z21G4OJ?y*!%X9|5>alsS$ghrL+v2atf+B2Glwx~%MjXQCAiTY(qxu6rKE)x*Bz`jg
zf4OLh$~tpEWo5m@8R<ks!Pq7%y7wG7{!AQ)Fx`t^)C7lS1gHpX<7@nl<EW_1;0KX>
zZ0%21e>eWEQ;d4GXF5)eSOZIJ@n>R+!4<48@!1=bwZ{{#bPGVl$uoQcJvcIjy!v(1
zDgo*fE@5nCg^KHs<}JE_HsmxUBBa8JO`*#j+2HY<VT<I^Da6{<=u|a{ByZHOZo>t4
zN?dfmsWjfPnQv;0-&s`9i*Ijh!ff80Zuos7ef+|mDI@fIT_cox+m-L9T3232=Zr6v
zeeW?4J+<rU``-77^iX@t@h};yiOjXRee$Y3^>U5{n@0Y~Sz4%rcc;EjblK9zqxr=K
zJN04aezSFEeP6#crxA8lc+ffO9GAht6bMoyd%1T1%V_;9mbbYSYb#-roHvslk5A4b
zzejQiEb6jqV&3N-<C_PLrHk@(rwb?5eafP=e7cp7JtA}Mj^`5eDMej$*5*G2*XBIp
zJ3NzB%pUI)(7$yghnVj0Q*KL>b^ccTdMqBDLe~tYI(aRvrmyF?_K12*>!LYjv>Li-
zDiy1D3EA~2czFX*JejI7(5IAMmzZNIL!KhLE4_}VF`YL@%M24ISQ#dm9~(tfiDAx<
z2`Xw`(2cExL_YL?$#Cx4|I>$y=yz<K!A!L9`cxHD2B7?Y^7fZN#6&(6q~?lUB<9fE
z3^}nTXJTAOS_AkhJDG5~r!Ud8t#&-oE7^3b5r1ZGwV4hkI>a71ia6dFJ)0bB?Hq?^
zyleH?BRSJQy?LxxS4{$r$P#&nsO2+`^<GpWB(G?+Za|gIDW%md<B=R<eqUI8egkj8
zWDt~kWBSeHdTt9NSti4crLxqZ`ZIAhJC|i5XW7C#Z|(IQg>DS1^LbA2Ivrh)=O~y;
zk3JKjP#&tPGxl$egMWup1nb|bdDS)gfUL%$-OzkHcG%~{V>En2Oy!>Mu0I2szuEUv
zh5vq%3}$@t>=+u+>*Oq@JS#GV*V0YDu{Ui^^wtRSC&YpJ^L*ND9VH#PhtqpJGn}dh
z%KJxpIEJsq<#j5mc26IZz6&Q>py^%vGh5g8LpVx7O^5gRxlzi+QoBYuoi)li>vOdG
z(QK5fWV#-ypg+i6Ix$6mA-;nL36H6f>p}}v{h2iyV!_~S{5hRW{C<i8iIh`3ol{uz
z{mizN{tFt!6QaV&Ouf!g=+E2qntz+#NPa$|2Nfp^<E&gLI5UA9w`0I1o5=f6gYtM#
z=X<b<oMFuI`8%J<Z|)^^?~45+I%@fnQC%)&07-Sv)}|ZzEV!sb|7ib<dJABWc_K=-
ze11z;Vu^R}1|p<O@uTOB$9cEb&Vyx?zI{jMg2-Ou{C|{}?P#gZOKJh$A%8ISQ{z)q
zF8`z0V#~5dFJ=p{cWIl+lc}c~Y33L*>Sz9LxlFDh(<EWN9XvvIrp+MBP3OIIzJWN9
zp7aCrZ1jFx{v*OZM%7XM&|RhSWAu{PWV@%1P(|L(ZE_r_>h<q7sxvvQ9KOsBsYc7|
zN4(q{o!<?g&SVj}_npbwH)@KJ{HJXa|AU?5`_eY_ePN!87>@p%vYkCCRKE>RI0>Se
zJ8E(1h9!JwAC+S7yyijcP6xSI8;$B>{`bF`v<|$HU+0dKF;p$@6w`<aa=Mj{>MNrp
zJ7o9d+Ezq5$JVm}ZEsC$(I_EOjod9%+2tT3WMfO~)bN@-)zYmPF-FB+k;J!OUH!Xl
zQN0}3K!fd0azuXj7yEO2W9OKBZ__%a>olv-)1Nv=p1`DOXmR!%qZ0lXO8wCy2P{G~
zXNvs9GO{LF+cc2#)ATu<mp26ycB-$>cod!RX;hy)AL{im*bnij%;wkl7H8znmp7A-
z&GC5m{(;rW{uWw;(Vcc}2_k~$WT?}`Co5E&UCO2R=h7UDCc3>&9AlvyLDghlNA0oV
zR5c>L!l5}9e1ocmYc+=B>7p!tnJ#)SDiF~du1Rjcy!c$j<*B0EID4oP&0fcE+(V~G
zT0VZ8kuPacOLFTSWOcQt^_d8Z=EwXTKQT7B&l$1CJeNpTMyKZMY~#-sb-c8`%b%t?
z-csdzZ!KHGO65n9HMOW;S&YrEHTuia6gx<)l#s3?B$8>>c6wyL{>+0agG^jMYER3W
zS6;(ZQtda!Un)UQZy<-2$s`VcW09unRzKcAwCZJiZMwqwe=505bUm<Khpj8m>_4*A
zbt#pUjd`-VlEsrHiMUL4=AmI?bH|H`CfJv>H-{XESoOtJmu%VYv3xA{d&_7PBRU#C
z4G?#A_nk#q!<C{DRc2a!ASON}Rcp4Rws7^6HB{=Ep1t*R85Of8mxyPVQEB6(e<t>)
z=gB#7A~Z_V%Sk(9Y-2WRL<e=>!9DX*OD9Rr!=uvyX=ad_D`vwuK^pfa_Ko0NW)g>z
z{bW8LA5TY-y?&YqTSIr2oPkbqmawbZby*oB*1+rJeb_tG>@ky3_@|b|KTGPEQ@d$4
zOkILyy*$tR$b#vN-hHzbWa%w!j61xwx9fTG&>|JiwbPMiQ)9{jbQe0ebZPdQ*)YyL
zYC}idP2n5sI4-uD*F%TQql-@s(Hldy)+sy(6%}Wy^L~C1YNbj4MC+xF-M-eW#a-1s
zoS!ZGa1Pa&4fd0K>(!~VFzM_iaVarAlS)28SI4THlYiHEKZ1?TQqqMK;qoL&%Um;=
z*z}mt&um2V!T9YxExdPjIPY`M>;kg=_~&{w`w8WRn9{(45!tuq&gkLI-+J6mtReGl
zKI$sAr2RZvQS<hx7IJO&D#S5F+?nXHo%LrVE6$bFM^KGV6Vz~3CvMmv*51N2BI)GD
z5zk{>bPA~C`&pZqK4;+2E$-}=fFiF<wq@0sOTQE<=C!by_ot{`J7HV8HtLhNaI4(R
z?J^cqC;oS9dF^@P)9NnGl4XB-iSJiW_p!+clWA1W9!>W0d@QQsKKXf~KSoe{pX=CR
zogHv)crPx(@UeMI?Y()=es#OR{4-OMZ5bg$<OYpjnho`z$|oHky^T?G&qQAaTjCxZ
z52YFSb9{lK<~brFMedDyHAUX)GPga!Ha<Z|=vwwokxib&G|~<tRWzR%GJJR&Pn$z2
zj+sjm{4RN>ClMY$_mOh#SbmSjL2L)7{G`!dD2NtIYWS0g8f2nGG1{8ho?997hxJcE
z)d&Y(SrwY4j;VO8-TV4|uAyU3Vl=+FK$F4uLVrApBbKZfhjd4``b845?@7HFgHCcW
z!|nDaLc(s^QU~j<b^nv}U2gN)I-%UWJbe;d+T-cM><G4BQKn|G>BO~jlhIB{zZP*$
zxPMAz-yFbYBk_wnFv#2zFJrkWeF-u$x9|N=(s$)J)HUssn`5a$=gd1VL~`<quPuUT
z?|ddAAJME@ZlG&TAx!`*)ltd8;U;&{lv?h-Wy$uoKNDe5eUMs+YZfP4nF`5sS@3{{
zShS2_m<3ytsP<<fM9DKbq9;=&4sCxj<&kyO(r0^0Z0JKtzew6!pNX-l<LSuiNL0B3
z&-u)JRvnzo63ruqJa(>qEN2|sCk|_zP*73neWP4#1!AwbBv%pbWGNy9I=PAzaWe)}
z2nh%M7dGKAKU3xm^dpy~>6b={ntqNf!l9W)vVOLlF*h80Fz$33(fZhS)=2P>s;d!k
z;kV}Z464qj*nVymd!{QnI~%=0gheMM(RyXLkL`DH?Xl;ZB?UdQ6JgP<w|qa_<XbrQ
z?OxV6$YZJIsY;y7D&7ofrB;*Empw8|*5%_#R=MRZ|EadD^6z6^IJNI50a~&;w{!g*
zsJRr;LU)X?&n#hKmqz+ijBMY%ED<tAfqup#w<=C$emz!~x$Tg+PkQ_;v?$a!N_lb4
z*BmIH#JsI(ffvEb-!&Z6dXvoNl-SeGKQ;}0YE~56l{$=iQ*2xRo#U}ilyrzKYyFuP
zD%Dj%%$=0t6&ptQGcnGd^s3*7CowW4r|+EI81L$z;z^8!*iCf+-yHJo6uHFOJ!*ru
zAR_w44m%z^)NA__y9~8Q`;ypXeR_9tj?ycZ{FsBxKQNW?2h+>XOs=Uy#`TkZ(GZgp
z<)*w(rzAeN?^oYE*00#Q)mq*2B*K72<SfZ~v+Q#eK40|P356nHoo>;LbHX;y4)o5)
z@`+pwd5O{e+GyvLy9_#M*f*x@nxc7j_2(&eSHv94RBc~k4H}UtGGC&y9MRWCC7;RK
z6H)yhJekYaW#*-86vQ)LkAqj_yX5Gts`lv4hM1S&Q7@OxoJ2s6GFznhm0W_q!S}cF
zicwTGufVy63eUzQO1dSR8*qq6z!=HWD8B7fqf(aUxsRdRc2s%Rd<>@ToRp_yiU5o5
z_h~HE6i0jawYQW-z{~qQUml5LtvI*9IS(>f-?-Y!lj^uN=1^%lx1mxzch_=BP6MYc
zu%L6h!EM{ExUT-T9*lJ@gntK3OO&IY$lSEYFzRzh)bme98amo%sNXB`*1s<yqidMc
z&_8h`4QuIWBh+2xIqe+bo-~U&FRs3}E;rVm9nFbuc*~M*=~FSX*dCM`Fvn3(I_Sw?
zCVBgQl6%KQbss-Kl^yQgH^loPX;p$^B<j?B^|QS=Bj#%%k#Ai0*kkeWHV)||U6STG
zfAEz|ih9Ie*X-L*>h2OxVyb9njs3Ay^0jeny)!(9tG1XtiE#B-Flq}j*PNET*7_DB
z@f{ASBSVFsYyo-^kIi{U-{D=;z<qef`^3mJLFTtJ_VTXw3j0!w7|+k<q$t6AwYuHC
z?px_jrgs<X-EE1Fr68gjb#`@0WF7O0^PG?HZ}hf?n94CC<$umU+3Q%cKm^xEBrE1}
zgb4nXUC6uU^;C6<<XvdSY(o7mJc&{H{IT1rBkHXER8npHKi~RacCB6B%cZ^YYgy^2
zkDK#L(irheJ6ziy?mAKvb4mAsrflUhb&Rwf*5fhib=VwiVA}3TWcJ45wsyaGOrv7j
zM5uH+q`#*!=Y79t6|Zyq9pOoR+BNANty#oxP-DS^BR%W&o%XCi{mwm4A}ncM<*rE(
zr|;rg(>RuXy7&p|^|SAzJnEHS<~Z<D%O^8OQS?%TjGoNdqr=3%D4H0}<a=r2cM>BX
zzS}#Vx)`(nOvg)#)9f}+(p$UDBk!YAvaUfOiQjKcUurD;I}sM&85{HDSUZb{R6gVJ
ziu-|bTcy)=RAOTq*3_UQt4x@f?&Z`61)1*bmDKQOeiv8FMiKV%i+$nr)``&Z=~QLo
z^99FSJZ5mPGJXQKmY^6zk4(j%sX4~n4prBj9_?-wlW#6dxyN18rk4Cj64JS8*Kp2V
zpy8Zy`@7Ys(<f>g-7<+AL)D^D3sr87U5YP>hp8_24vr_*Dkc+0_*Pd{WCdFkQq>^c
zk+ICTQIA#gjVDfl^qnqEIv0^|5lEkj_&3_`Xh}IU4fI-4t)4mtc3bstCOdT!Ok3pD
z!-mF>s``((I5wNL1s_vloK>4!@ypPQi8ZXYA|c(h%MKTIlv689GZRZxtK}x9NRKts
zEn!gSr=RQf#2WP4Q-Ab#hKvc~R#$m6Qi^fMn6%Mx9m$vt-GZd&<`pI=>J6=U$|Zcd
zu}1ZRntKsl$eWR<_Gzi(dBgb#a(867o-=oQ&96sG?s7FFpLkC*!_b^lR<Vx|`cLdL
z)I{Tn)`&0MPe)9&HuKK(@}5>O!a{D0m9A%0sksp8zGwd{JuCRjCsZ;@Eul^vOLGf_
zY%yC9iJPf=#dl}Hsj=QbiO?~(@TgCZ+_D+r$IMHm6V;sLaTz97B+g9I6GxBC18$)V
z-N-E`s^cs{C}TuUiTX1!Z8&+TYFs+s7sq7#o`GzkAsg%6qkg<Tso&)__B0h<MisFS
zz+%Tzns`J0*>7v8XsDZ%_bAg@o27G_?2pE><tI$Ah}8C$P;wfIx=yJZE@d$nHJw1U
z!z)4F@zVKG?kFb4pv#lc=QK@dOCF=6OZFR`Xn!U`>;0Xz$}dw$ob#G@wwL!Vs4}D}
z>)f_1(GNskEz0TRr-zof?B6k(sl<{H)6F|j$_YFkD0$k(s&kXbRer8V8yKLpze#Q7
z_>4}pMW2bWqKm4(v9;~TN%EKnp?6(QVI;{b<%}7HQWl+uLV=#(Vf(ciee{h~rGAw5
zw}ptfW8FWrJ`>YPGg-a%_vk2(y$Se(wfzn2RDf5JwCGtbW6&k-&h(5NzwMTnjBRPg
zb>ExkV?3HXM1Fm1n0kvuT)7?fciulDuW6)6($Dm1ujWryDbQWRF{-^|zZw;Go0v<U
zC_+J|?sUo}p_YxFCo#XM4x;Ni?})|x&Z?*pnlq#aTb8O5xs4_U#Df21a<%UiYpj1U
zwb)OB-q+EC@NrrREo|e|3Hmu#d+b&G8K3w_{d6pXd+8;Mz=>!i@K`KFA$~%VxQZ-?
zvv~JS;^tC@o<?`W)EH}?#hMaPNBe(t4iH4tSbZWneSVG&DzzfwHSO!?9MMCxBM<NW
zzD=u*OHWM0^uEcTu)i~5AfA6}|6PI})UR^eL~XLZD>gz#|9dXiwaoNBsj1YbVIZLL
zaU>FTE_(X6qtYAWuW3SM5r3vld5Rl}VsrkGcXGado~xkuv6kezMXx%dWsQZC`h8vP
zqp6~EZ0;}o4zk>{wf8)(QzVKW>!0Gu_fxD&y&(4#$DTlLNe)r-90^&_@27kG^f%v_
zmmmYj`lzp5W<xFq`{t7|m5}Nl4Xd%#b|~L#qMVWl%-@D6kGu$P7GY7WPpnqbCf70i
z6qa+ocL3chGsiMd)OVvfIU4^=gvR$g^LIp!&zq5BEt9cq=$n^gU81Yxtu7<MIRfIF
z-(P)e-KsfPS`vE{HFRzdEL1?&@gOHuS?5wQuf)3yB<>(xaXlgDj!z1r@6U~E5A3dE
zkGs(8T52OS^_I!G)st6=r8aTOeL_N$_lTpMf`50Zva&3viCRuSXhSwU-?NRcO8N5r
zNw>>QN&aqR%dvje-`4XaM&z4AJ%ca#q<<F)b5vXDP$P?QAY(+Li8AdSfAbEBQ@sAB
zo+mLHbvf@&@ePrvdPos%_N{5eXf$oADJ1PNsq-n`^>}%4FW@l_)2~Q4UaEDP^LXj`
zXo>)d44Iu{Y6LtHxA>%_B27zP&pXX^+`A)=#{WJ-LkxW^8clru#VA8{Ai^*zzqLi+
z2{-@X8L@kCV{80LC4TOq<{lu{_n4APc(5Z>Q@^m=CjYxZn=)F9zqwa_+E~2Oq?6Io
zaHvS;@WyBeEuYz+(!CN(w~(BJneGU&^36s_ZLGY}1*xp{0LvLm^qLQeJCbc)vptqx
z_t&N;`E3NmNMBe_NK;x=kXt;CvGz(~{XR=rwKI^eBp&dt(ek^ict(1j+4Sm4tnF<~
zieqnIeQr9z1~g(!Q3?wF!MNK;Md(m-{0J&?CW4IDZ|9gxA9b(MbHy><CF;>XB+l|_
zJGQI-6llbF1+<Mx+W|bo_q?vRzQ&YJtZlVS_dMZFKgU3w*sDm2ZIruUb)(Z7=-{4_
zM2W@k`QyZ?rpj9=j-v?lz&oa?<fu<AIv>dya3Ha1R`tPj0wI>!eRW#hOkzow6S73&
zhTG<szh5|kK;1LegC5DOKNBMX2d9cSf%YQQ;WOyrIYG+Z+8r_8Y)`8j(}h_DD3cI9
zHVVz_)1vYjoWfdwhdMcN9aD((T3%XjG0x<Ur;@5KC6%;maqgd>)A|fz?C)b<*Ic7N
zNi@j~)@&Q~Ed>!4=0L@}J#x78U9RKAJet!<^25oi*M_XMXOXP$XiS>YN%nXd)3}G~
z<r#b+z823Cts<VaCig_Mtu>{HXSzW{Sg_6MGZ7yA{gM3gdA@{anLhbE<Q8i5@=ARM
z=hYGQfY{q5F1U6vYbyVVrjwgJG@WO2e#EDv?I05<*k&Xq)rv2Hgm^(-YkeD1>tw)Q
z+Qivh#TMLbKs|zdfpb-H9Lo2`^_Tq+F^R*ua<*`)GQu=J`*CA#9gRmjl#|R*ouMm6
z#&Fj%D&qE*Z$B0r(<4OgYqP{|{~{f$?aKT~eKV7uB#lpZgX2wmwqK9-=i^K)Mna!~
zd?NjAEI;%2CBAWrwJbFLu>6dkr0>dUqPqwBdd(wfT8LvbcnBge`YwEe+RC5o|G6(#
zdxpL+d8W2bg|{WyBRI+MN~-Be3#X!v^tXRB>rGT0XN0XYL;A)RC%4iLi8^v#d7ETu
zuJX>?$V}CseXIYmE+n4ha^5qaC~l0z^)+SGRf({u1CAe|(oT<pJPgnF!f3_JDVsux
z+2V6zSjuB;ccK?s2*rA8uD8sRm73F%+a76;DW>ec56y`7*Zk9y2o3!j&w_e5nEPbq
zZfm#y#&Zrm)T=)ezX3Z1dbvA7&z1y4XjI)#f3u$_+=jv{uS*lm(04RGh;#Gw-bwpZ
zslORMSv&i4fBdakrnMWbj+Pnnw>)~P&n`(5`2VAArS|>xaBEa@;x~vS$8YA*{YmK)
zkxq@GiFup8E6Fk6fERga8514k$L8C#JN&ywz7+r4wN)#h)IY_O9Fguuerg!J0??Zc
zM0rUZca)go&#Yn6J(^!l*=2lwsh+aL%EjMSB3hTCh)SH2r#`!051`(yZ``*c$~HuL
zb|v>z&3<8#61p#n(Ifd_SILU$y2eF1QMcb>f{V-`#&v(D^~a*8TIRvJhKvemA2-jH
zdqta?{%cX{TtqtUPJf@xod0bai4BYEJo$w6)?BXC(H<V^T<VfWYLmpfCR_7LK%b=;
zlPyIG;36t!f`s2E&!c;kIZ+gyxQaEcq|Q7;*W0YgJQX2iKDxP&dOfF{$S+3nzShQz
zHB35(34NCO{M69c_I^G(xA{UxzQWn?lAmtt`8Af9l6yTI?va0;9`*T}Bwq;+KGOem
zygup#9kgj>4%gMk*sre1m^L=~`JaeRXYvi65OcXjt?^LRIL{YqBT1hxWb5x)^5oT_
zI<l!LM&%{8iAQK2XM~6zh_YVWe4Fg)Z>(;WBjZ#Z78T1nLbKQkFUz_-Vr1VP0ddxt
zFN`_Aj0YO1x}vy`+BH!`JhOPF7BcslN2beh&6yEB=Z*WcasP~-vjd#@yPIW)#1?Q7
z4l*Tk*M4QgHn~U~1@60f5($fO$^YSRw3D~(m1A8Rw+%5K=bU@L+!`ePi}h$<EJRE2
z?4HfU)wi$cyY`M$BAR&hoJ<BT#uPaN3DGTjMg2~;sMRw&Lsm2qmu67tRC97CrqA&b
zqg|ExjlXnVo;2_r&o9lG5=TBV-R6t{oguo4P%1hxfJ`6HId$@q&(l7em&UovNz=zx
zW5Jg>7NU~1X~yFz#STQFN^=;Z+a+nmRHLSPv}=x?G4vS|N4c@;Cg4o94Q%I`8E0+B
z*>5La(!s-O$s@P@?eP{1OmI>gFO(ycJ3N!eJtIzHpAY^;c$Tc^NKZ4`e9o2?>V$91
zMiOzPdcNW{RV-qUax@0fLI^%Lj8LUzA@}trRNJ6NI(x1Y>cskZ5$ZQTO~2Qt@F_8k
zj>o0kh#iUdjf>3Eos$>UH1eBBUKyv@NbWc0MU>h1{4iLU;?{n>B*TiOmri=0frHrx
zqG<FP=|QgW4>{(DMx&W*?U#8{ejo8qq7&Km`4W`Be~w4HE59-Q`piyL{?Yn9Ur(Gx
zx?9ohzIxU|rqfePwaMf!&O$_OIj7a1jMILj^jC$9wPW6MuxiR6$9l8yar(KpW->yt
zdi#~0v^A3r;^*!tePMp>!=Eif+9K=Kh<3C#LXlSgtVBVrv8VorE!V`WYoWRo)DOxh
z_4hJ`7Ja5fqDi8)nNY_ur$|q4y0yuFj>D&`s9CXptmX?{E~4AI+tIUGFaAu4LU}Be
zK2T6Udt+W?Pfymv6R(%G`$f*zQGXhv;FN$Sl#?IzGlA>1#Ib7r79?Aymybsy4JMYC
z#A5T#h*Kjj`6TsCkQmN-<8#yn;*<&6#0CUT=Crb%b$eD@xM<%Oe6K0Qt@fU&FP~LM
zv*uPV`sP?}rI&d}ndmralQ#9Ly27cT*s_fEIAcWl_owYuZ;UI^cXOi3ZA<<Z^?T({
zs3FgPiYMiF>ox}ObTO^f>XMB0;d<Vm>KnE0bV4MiLhLK@cdlh3q5_yoD!6U$p+lYZ
z#P68n;?!cv3pyS`fvx)SXKBQnQkl6t61=)>#yS>Im+x0|qW=lJDXBtyO8&7H5jloh
z^4EDp9m;>+waj^h7ePLiQ{#=3_0aA){=WParyn`*^y00Jt!0|{ZA7M9l&mq7NOg9t
z>{2iv$L>_#E%pNSX42O8i+WDGnBr>~6@%BGYVQx>TWik6-@XSzpRqbBQ>ou&T?#c_
ztXs|IQizY|#*kY6#wl0(LY~xI%jHj-tLo20xb~gQtiQ9wrMrIWPu;Ov-`%Ufm}b=U
zlkSdgUK-)CCR-zvOSAcBYOm_D5kh%(D(i9m`b>VaQ#{rbY@njl?~UWFIA|;;j_nb&
z(l^pKOFo6ZpQc~W&K=r_bQ{8b(+N!qC*1k8uq>?pzn1ct3b|FrNBO@YPogI+T+~zG
zr*NHjTD6TwlN<j!<yP1YkDkuRLffdAg(QA*Z*VhEc~*Lqly8?N<${lmZ){*@hHQVC
zYMokbbB~OGt`6r=IYD2}Zo0ng9|t8JciY4?sqQIOzm#a>`81_O{HQ(IeK&8MgO;7;
z)G%YTP@I0WrWWEI0B7Ok)Lo1-ijdAhB}}DUa))1Q9~zQ4V)a`YMfuGxgSv08w}Y~G
zW?Jh6kr_US4ZGZc<GT|s#W%8Xy7hf{>bm{9m)^=R>EKeFdXC(%E16h<iJ*PYvc@!P
z$*=a+`Ro>PXDlnn$C}z;=yr#i1yd(z_!*P9E&3=%m(AAZ>YJfg$`l_@^%9?~__47&
zX5Trk7NumN{dQkATJd}G+gPHGx6aHiP&af;Y)1n<kte?r6Z0qh$Qs&t)wE@I@(iN&
znV5p0rDx<kUB`3=1%2*wJuYTm%;Uf1%G-5lq{^Xl6k5?cqF2z8vk}WxN9(GOwm9b-
z9M~%*`#|?b_bTou{WU5*X`y15!|em&^ldnpPe87Z$X}K!<#lvKB?BaPEjses6FrM*
z%g@Nn=Qhn}3WpktOSR^xRpF1Mhn=@aYZ@oe)N{FG5*<xjID+G?5NDmCkLSXw`Y=z;
z?)-Mlay&9lQaP2DtMEs3SahC@TbJ@KkR~$dqfj}-Iy${LeWp*>Qbnz3Z>fs$=?o|~
zEB$?q2kF|If9d-Yy*Mq~lfRwCKb^TIZtCS9vmNx#=VzZe4ZTLe_Gg?w)OwJkJmaN0
zurv{hERo+JiEbqn5zH}SC+AT^>oaXcicyw#yRo-KJ2U5q)+0Om;N?#V^%5d^JR(ap
z@$p2jT*@_F&n*`7_=H)M=-c$nE79=`L>m!rFRoGNFK6eFZT2itaV%{Bx*ETGLeu_C
z8;!E6yr&g+e2=jKbD1XcMyCC)j1mjc3pzGG!;eIj)GDR<Bhwk^8gsKn8+{L)nty_u
z#N)kb=o!04skW5bq~~pE`q(hiE1S#UvV8MR>Iuy;mXu?r3jg@NeM63+eo|5n8P|Oo
z`A_+0=HKa-i4EA2aowCY?=$Pho%+6$=!{TFMK)N)oL<6`x@KgV^+`15RMGYMOciof
z(#zjG=^UKi$}_$Pxzd^M+!i^NkI*)qV92+o3B^}t7r9sML2=UI)zzOTEqrV@AU(AI
z`1?5@LCY<jv0fz_)l}n2>=DJs8mr5>Q?0a{iEeC%@IUR7`?7zJxI3quPe8|!rfBl+
zM4MPz*Jv}Bdg!HDiU^I)HY~*fPLcidl?ab}T-EB_mbW-YwaW1w$1z27VCX|Ns)4ms
z^CXsPbzghVKJ8tPuervwkjEv`^)<e+J@sh55jWFCfp0|O%%x$&TeoOokB-+k`kkJu
zQ1AMF!WY?bJl*j$(v1_)h}%=iEnB*_?$2Udy~Q3u9k&4DR_$?}Cd4oP`=fN9ECx+e
z{Qp<u*H324BW{iA{5I-9o0iXwQ5`Qs$g|Hd%0AK!TROGBey{fRB?;+pJ!2mA{!~F}
zO%|O&C89l@23xzma{o?GZL>Z4@4uJhc#Dnhs}4uD{mmppI#2SY*=}YkVi`Xk8I$WE
zW6FuMWHFA~f5+M_tF>&iVy};$9XqogBW|I=zec<vB49@a|DW4v>Lu|vB$|+I$Cmx2
z<r4So@3h_8Ge)BOH0h#y?bx!WvnRgM1dBxeR!%x4oTcXn!xGL9EVsqJ#Gi?AVkfZx
z@wuQD5}q$vC(gWnvKfg^_NzlNue`UBtVbkRm2EU(e-AO*6MM@yr|4BALs%X%eV<}v
z9;uw6P^C}1U~-8@#+UT|edCX67Wq%Pe`BXLTNSwfHdSZ&E+j=cz9gDY>BMYqds?Wd
zcCA@ORl~NR%5Q?@E}pud)WQRe)^qFDXJRV(hRn;%pdugC@pRth@6(^$BBi_|&hee*
z{JNyu%N|1iO8%K;Ol$T2glb8i^Y5z>)K8W$siW+@+gz^C$D$e$ce>TOe_b@CZ$bBY
zvP2nefU7@I(&&0;Mq)c%e`o5lY0m_+8q7tom4k|!?&I1MSzWQ<$r3W^h}uY7>SPO_
zI7)BadAn7v^>g`8(I4^~3X&xtZX^%!*)v5U++)agAF^$3GsJ$B6m(qs+6Q(Gk;SI7
zA?%p&+ReJP+SfAFXow!jw~3L!`Os+7K0$mm8Ya_Kji7#{d%7M@981WbO!gw?-SPN*
zZh`n*(zIs5j+Q67tk7%?$I-MQE+b=ubIj(p&*2}BL^C)K4F!7t^pyOODT%qRvjv7I
z;Jh2rBNR+;dA(@O;xGsAmN2)qwe>BZ#IbLTMt7%5gS5Zmwb3rpXkvsBG%ZhCbBG=;
z9C9@5o8DsoYFX}m648d7=qOz#b}4D8ClL;ABNh(P1t02J5jheQz}Vq3xA%X2v@%;(
zE{NKA65+!NgU_p<)Ec#ikv*%CB#|dMzAbVc|5S`g@je;`y|m-Vsiyfc#Uc^DQJS^z
zsnYPjOqNq*L?vszf5i;a2&LxIrMi>0x4yL5nH-6-ZTcQ-_Gt8G^euGBZ`u-vS{<1)
zxP(@!hqm0UIs=PN+x*6K>-iKhe}DC>iDR<bt*t|6NKkJVU6Uds^1MZYw0#e$IksQD
z1rzo$-=O$~aS=YY=KW*+73H>C%vkGH@zZ(JcqfDNX}xkK>(Ya+g$4TbRraY>I<l>l
zs1e3^dgHS*u%N%3Jw#R{&$Y+W%}U2og*=%WaUYkCw})izx37M0ba`!dkei~J62G)w
zfr{Go9}N!`(x0ZAp5p4Y^Xqu83aZ}v=kYS_+c=aX6T#LJ4Q-CLfvUfLX0edx8$V@|
z6l2;q1FGXfs%0K=^m(u2`NhmInopdqn}1r_1|5u}xkg11Z-IZOCQ9x@oY<agI$n}A
z+mQSBZ%y;rEU|2l&fp!^g*&2k^Kc~9XQ1#&w6zT53|?uE=vSuo$n$gas;wJM&q32`
znfJZpCW?H}EUJdsLuosi@>k|%solkPnhv&mvMupgT#0R=f=0e$HIm^oXrt|_<sE2C
zy^G^5Aynzf0gsnsPAwogDej56bTm!C(Hp&wX2$(_A60mHs%5)(MqaF)A-!4g8J;}d
z{>$76F|y8@v-c>PR6GZhTjRdiV)TB`ei>rsX1xM+Mh2K~7rS(2PMbsWTG+2G4y^Y|
zDv#KAvi;TMALo;HUfCu8lMMMZm3p{*o;hlr7m8*%nVXsC7vybg-nBJzwuVy`AZ;|z
z43@mvI#RstnAeZ(|1wf?3gtx4tShcv>#r>yVH<GdWk#{JbdqSO#ci<R_j>1u_dP|l
zPB)$3yKC798jEG6yQjC&`Rtm4$l<!wZK?S!Q;@TQSU4s@m|Sgj{L~?nHf)JB$M~uZ
zkE$V4qj+iZ1`W{{^^e%U`eLGJyH81{D~@!>-eZm9zGGaq13Eg|6^l2UZ=hm31}E*#
z#HTx<y)w^M4nOCj`3-GbX71(3P`CH4FDy$YldDLkQ?s<-+E}G2ofs`K*P8W?^l0t{
zynDBV7S2oC=YEISGw#G9onv-<M5nMS#4^aFHbjE#QOM^p%FR!=LpMCmvetl0IRli#
zDn>SO@9BpnUb1Bqxf3Uq_hNY-n!bEz6f4hQ$p@jywY0_lHn%-gK_eMmrWrH$389}h
zsOiS3!Wva9JvplR4uC#R5-SsXl^Rf^;@tTW9xk0I@MsX9<@Ma<9FT1iW4->En$Eun
zQ@Sy2t*d>6b%+tk()OHHrJF&eYA&_wvfetYuuLoZIsJJvGedJ^F^6(_kGudswT#Rw
z9X+`!S;@ZhzOrBuH?@ybw{>WHQ_?~0i(u0~+cD;pI);aQlg}spVE*U6MRM`IL}S)!
zJNLX#h+Hk%1#-J+x5p85LaP*sYf}XG(<Q!%Q{)D0YMS%y2nqL0IzBN50;(RP5ll?M
zw!YD|Oj0zb3uq!f9YYt*B`PZQ6I4$tUfr^I5Y*@JN?Xjykk}m=(dR6m%lCNv<hM_=
zNnM!`UAYJy)sQnN#Z0fzEhD0?P}|2N<cU*@^1jH@6Ppgq>7(<gadg>(CiaGHJp+yC
zlROKxf%$E2iUGh?M{+%WZaXeNZIE!~baL4_%Y%6JZrOiOsoQ(Lq~-Uuo9U5NN|?ss
zwuhQN?CR^0n%>W}<>=GNTKnm`gsR3gnxky@`Z@{AG#B-aRz7!KN!lveKEJ&r*XQv~
zmHl*nW|?!Xt#6{?)+!-&iE=X9&uUQlVbcDuHqYf}B<J-s=UW_E?1jkh_)LgYC-~lM
zciILXN%`KVN#?XFPm)9k_U=QM2&k=VPHCQVIA{3vNbbm2>Le!9h}1OWSm;<@;2Y^Y
zW2x_1wOT%+b*|@Fnh=dCPX$fiDZMcs)$too<~r?XEOo;b9XU9~=~bP%+*5Ar_uxs1
z2=DB*4>b6Psn)P3irAOdC{#U0cf1ao?xx|iZfgQ)RDOE+Mb(0=>xZfTLboM9?GsaJ
zq@NL;NFsA8sYK+i*c2bYR;4?JjQkyG`oTU8KJ-j65<7=q+MlCHXw(+fT`)bFBh^-z
zgp;~9XE3#q5udS)ZG?*Lh$y$z+ShXXZ5Qo{q58?_rn69SZZ;}mJ(3R^?2~$W$DtvD
zazCWFL{Cb-5zkPA(P?Y%IM%$=yiC0j#lK;cVm&&EJy)G5M;Ytlz8S1*R;sS+9^>UI
z8d0~ZH%=Ys5B1lo+w53rMbmRE+8cCxvI^%!hI0gD@$?#WX9Q;tVxH7qDb^EFYdMC_
z`*`ZzzWDi!BVMiNj3fG&a|SCij!2V9&wfS$pM9ol$-nMBT~^~zm4(gaHDC6g--^Cn
zT}7nkt7#sD9VYRa;eB)T8Vmh5^;F<UIqfICq`yP0IhPB3Z(ZvtC8hnD2!(t(wZZu|
zdH-H0vG$!?<h4dY-(FLqY}Wh0@`ZdNqL!3#M6uq-h<t*LO@yxtdHL3)hMjl%IpX;m
z<MGnWq#Ry*`M!k2MgQHhHPfe-KNHbQ{jNSNF&BEix&BOy1>d}kMRh3bK}i>)?efXo
z5>u6q-=N0AIb3CazRUhg)3hH=c67rOlC)-t_T7|RW5mk%X`;(|2V}@Q&14UF)6z0J
zXV}wzq{k$Rz&@k-%&U^WkmZy;Q$<y}`y)kp>|<n~z+AF&Ir`K-qe%^aqg><WJR%-;
zy2Kn}f@O|_f04Xs2?w7cE{s1@<6t*ETM0i5E#AJ9Y4x|KE$p#$@V0*cNvXxr{VX{@
zw4;%jzK<WeBN5qL-Ya};T!(FuT+jzaGBlytI#Yi%8n1G#-Lf!R`77fbk2&UYLS%*R
z)>4YT^4%qu`ShACVOpsCsn)miugl^uQ-SEN&NSmUluYIpqJA=`0)1~Hn7^5Xa$<E}
zRdD}T=XRy$_<NS$7=Nb5plJ#^&`deLv0stYJX%5~b?;TOpn6lXkw_bJB(2XxNU&Uf
zPj9{dihemf#sej3(A__Ey(zaH%b%Ge@!MON0KM~;J51x~hUX^*ZT#)`-4QxR<W{vt
z<b1;i#xtt;Nk_RXpE=iZ>g7LGBU5%#BU6{&YqUw8kOykX=xgcIh?dvniD)g>$r_nY
zaWCBrhKAG2pMUSCT`}hTr$n_HN%BSQ91iO5%_(9dO)sZfl;XE<O~;ip`B|T@rzd_B
z&S&<w%<Ju47haO92rbe@#_3&Oy$$C>gg?oZ%lJ8TB)|0&$eiwH%DzU4^e=DKID_ZP
zwAQzHE!)uC3iMfu$0j|x>v=ANnij<WxBE5cp}_+Z58N~F$G#)tG&o8o;cpPj*}PWX
zlJ4u#OP#l`t)8J>glAxRK5ceo&Wf$KZasWvjY>Zn$Vo=(Qr?RbpJRM+Y}P}W`ZH7q
z**rVPN7he7<y_+w6!|HZg&CVmA|r>>ObvZFO+)Y&PwYKnT>DB_i(=f0w|sN;Xao^+
zoI7XO^!mUyCGhKCGwDKqZrk55)2mM*UvN*KjOavcDhat|KTTeLJuPgbBTi5~7&)iX
z5LZ5!tsBo0B57}9QcVvWnzL2Kv$bWWjGT|9R+<-BI=w*-G{(O;R&u$Cq)RuUQn@A%
zk7SAH@*G(rw_{#_%#YK;H$%p$@nfYDuGgleds3>-Wzm#2*SuR;+Jp#E>z2-1pUNjO
z$J>Z>cB{lgtPs;_-*c;;6X!QoQX9@s{=_zksk41;64CBFuA@o=7RTu`f4<2!;@jR4
zaD+=0B_cd^ifSCxl4IE{rKOjKqQIO!RFvlQ@rlhE6W_dV3=q+VYKOSy`~0bjJu@CM
z9o;(ReikyKx!$b>=U`Ii*MFbQ8651ZXPzZbY_RX=+P?P;#(GCJ2fZU7XV%p-mt?1?
z!Lsw@a$4v$BF~9A{pT9U+!^N;lxyLe$Qoj_$bxLvKJjpEGtdCy^j^J;rWSkcXl;EX
z4ueQtmVDkkbzJD>Mx5RE+*yna&x`DlGv9y9QT3L|pf82Wr#Z-!sSM$v!Kf24e&$2>
z@#WJu^eW%8eH`O+NU=SPX{YH>yr?>75w-U2z1Q+ieMnXAJEnQ9o;Nk*cg<gyHSOMP
zw3W?7Xwts6o}3S_cr+$5V{HDPj8CnttGCQ9#k{X|yyr<IG2F<dYNzY|j~2tcy!y9L
z&yJTI@Zfp=U?}|di+C1^H$FQ4Bp30CHgu|8!5}6-npbptJabv<inRKNJu*^%CXyPE
zC_ZR+iu5lLzsLDv{Y^bjA~eiFXwptSHEc2!LwYfh{X0H>;v9FM+?+w5PmDUsSE!ok
z-l$`4vhKIZNQF=TENd2#%F%ib8YtAW1D`I-(VEU)3-_O~rW2pPYjhcp3TthPbc=Z|
zw>g}o;yhJcFTnyHjRt?{Q+>yJ^7u_63Nc@WuJ_0ek;T!n10LdMGB-M`I>}Vd_=)%Y
z|K2^rI{M<SK_sXb&sc4H3%}Cl)jk<IgGQcj*IkJe%eVCIBeNFH(LFj85f3#5*C*r0
z+ec0$yZ7khA%6B)8ZmK%&F-TS@xjq}bm9!DiG2vs?Ym|zj*idh+<5%4=0o<aZI=^O
z-jhe4u}Hnun6ofJqi80ke2XZeJqMvGAitWT0O~QnvpD<dl%=Uds9DITHv6v`ySP?!
z7FK-VmxfjIT<=$z0MQE4Kca<koLllKNn2^DT2}lVx~L<c=<-=b7tterL;c-WAJe7_
zIb_1}s|#Y$`R{+9s#OoHzZ_}VzJ9hv72?}IA99YwXy?}F7D-Y=rx(zw4WEIBY!Ey7
zx#b~5M%45#XJ_!Rc#{7#JHx!?O~6A8@?R5{zZiugIX;I^It%(AhJjg}M-!s&E{I24
z{-6xAQGdNS9-VXij|m5!GdgdHy*=I%GowiT>~oXj|GFTDw1@56X=BUfB)50=_YBSu
zalx6-CLLm5bljCY3k#O_Kg{0Vo&4kv7n2oP-O_`4ZSztVk17y#pkEt(=#A5r#_HiU
zV@!KyfF&(F_Ec0u7oWU~ZasZUP55G!Ilt8Eitjrc665pU6EOwzeAI}zDWcVVI^Gsi
zQN3-Hd1@$>tH!)L0|}m7_nXIa3ukD(@^<pMzgq;z_C9LB+~&q~1v^(c?{daQl30S+
z6P)ww^7MjhoPE=oh@^S39PL?^iYerMy5%m*Igy4Yb`o{&nhf2a<jU<+Or?Fb?S*}(
zHZZxJR5fV*ywBbmM{T0qOR28mZ|pgC`g6mn`J6N8GDqVbOsq0DjXW`L;d3tYyDC%}
z*k6ijOz78_S6|!Y#P3YU;MpZ;qq|1`WOPA>(L7BnEn$jIWcNsR94EY)DqFeq`1t|&
zMV?MhN_MPSdEyZKJ+sEl#Vz@Nx@^%DK@ZyaGZ9)@N@5a87+5(`2G5zUs`<)fSp4rx
z{<c@9=JKU2wZueBKI7js!IaZ0#ZxsxCS>B%w)-K(qJKZ}@H#k;wPosv_E^+CdslNQ
zBO+Hm*BfERy0*+aYO4B#&yT9hTcbhZ*>lOMNzQY*F8*bDnokY-zsIjfN_=m&J6ijU
z={ctiH&sifUz$bN)_`;BA*KHN9)sGhuX*Bq<2a#8XI6X$Lm3J7T<31N<64nSoFNcz
zxg>41jrzI#r<`j!F1F+N4J@%WJQ~5)ZvHX)l+%Q5J<KnAMPm7cA$azs(Hrxh_kTVk
z%4RQRacegU>~CvIBt#XSjgalP_h9Y2)8~z8OHL6w-q=0P5ykiW?JXnq_ah<baBTCB
zl?Y-x-rwo+Q4nb{k22<W;-C7Pae#Y3i9KKbESs7O&;$p2WAe}B)<kIDHB7ap#NU@&
zuPBmbUa0&&&jmHPp8hW3;2fhS*3s}0yE=~(bnZHRS56x|t}Lr2`KkTpG)lM}3BShv
zHm8QZv**c==8K;ix3rOhN{`csE*!B8Hg3JHa26)!j<lnn&6eCNqh952%^Jqk+B5cC
zqLxmyNY49^txNSje1wxuvu~^tgIy-8Zqw{MWG?@&ulkUkC1>hvYLfa_Ml&e(&E(I}
zlxGcDI}4p^{*tw2boATEREXiy{3Kfg+3~b=CT{sN|JyVVkH>7#|1sHzTSgV;&e=?S
z->ejN1FNPx5pLPjhxSy{wGZrf&+T9Mi~T*@Qf^HVE}7Mj_CNji$<=S{KQe7Lo08*w
zZohx;>i@a==c|9RpUD4P-z}_v(|;z9cxx-!^KRT4eb1=K9z}kaY-EX#c|kmVEgAKb
z#2?2O`;u{dXg(bw@>10t*)&ojb{h5Is}aXf#t`F`9!>EA+V}EjoY0inO3sx<HwgAv
zulO@#ICZ~S>YJ=lwvKONs@0NNKj}eCPg!-h*Cw&}a_STGbf|by@qKK+kEI}{Q;nnN
zNe@=4gj8AY8OC=ET`2)fxw4B2^by{DCxEx(C3}8oRQ=Tcr?=4CL|D1qO;q!WQopya
zsojV5mBquND%)RkopK~(MMN_GXSYPhO6WuLC0Hdg2kP3+dro;_t77_{Et{&$Jf0%X
zyGBR#M$sm2NTCwIC*BXyerP`6T$(;HfBeEw(#_G0b?BD<q}@Z>GFQ`<XkpK&xkok~
zExj=Az+j?`+9`M7w0+ds8ssRkr+2al2%B2d5e>f-*M;!mWGmTK7vZ}kpW!Z2$fUtK
zpKDF8&u-UG>inH2J<^!pQ}vGdN1dm<Z#GjMHu|;^zxTaAv=1qie8+S|Q#C~7Eqi&k
zPV0WpcP86TWkbG@NLigXIDbE+<G!`IEp)^W<yi4Z*q|Q_YaDY#^_W`nYTC!2>BFiU
zxzOr2X65Nsf{u;?ww|sg5%a5%w%m$&t|!VjhQ4Fi=v!meg>uQpQ|%d#JoJ`%1k*#^
z60O%QsV!^TC(`@#<&|A@RF>86CtmU=2_H4lPc2J=inaXJHnpa7EGg?$Otk@J8$=<=
zUuw^%Pnq#I3A1=chWGAJ6iTP4ly03=9K|e;@7a<g<=zqYBS2d=4b-`E4|U_{Wdx~o
zDyJe<cPi<0J4<?evRc=sUa=>(@2!58W1|v9WK^GQhngkYIwxv<W`u6oAWhLwN3Q)Q
z{+w+kYnW=3ttVqB*|?ljP<WtYjjbo*j6XAmZ7uG|>yEiC);nx{GJ^5GS;>fgAc*Ds
zJZzdHe>&qXy*qY4%yqXVRp4ct#5?v=*d^gFpNvqB-YK=1x$L16Y=_bJr20h<-uN>k
z=sYgho|8F7uw7pE9!;?hJDsU&)EKd}wQsIHaqp86I;yTgG)BK(7<GP{*?s;)61huH
zPv>}}j%|sTpR0W&pBcydct%a49r=~ZN+pqE;xp94N)w5d5x<_#v6gh>49tFXBkxi?
zmbw55DcZs=XkwcZ1yo)4%dO9ha2TZXs(Ox;-Ro>NsPF%ZBHj7hv_3P2H1AE&rJ}1w
z*Xn)K8viqv*sZdxB{kN$9?h+L`!gd*RrAZK=(2})`tP^;WBpwIQ)Aea4<;LlHk12d
zd7x=YJt#HjYV;(2uMvc70sb-5YrQv=TjyghTHa_3TdF^**N7HFInI2}Zw-6Tp2u{_
zd5H{1GBJXWE--f&%w-Sn!n95FJvo+$voZHa(2?8a7TeMA>pGo|#l{INcw5tsy^;Iw
zE+3&CwMQ_{Im?86OM=ehtfn{0xF+W=J>=T2_3%9Y%m@X&6I)k8HMQ~XpnmL$kQ!sn
zVLWh6y;v`Mcs@cs-%nkm;~V41sRv8_nRRrkz|(8T-qncY$Mi3!jOj>vsry5H`0m>Y
zrZNLzCJ0Y4Kij~QHO{s_vrZ|;#a%^Aqt&#EJ7=*+DtQ%uW*rmzc~eJMr<JJqM%bba
zxjkMi{>)Zv5u&Ki7=K$yt@tzRh=_(bX-?+I=``y3Occbt#8;gu_xMXH&TMO;nonn*
zI~$lxW_ILx=ugSDE`jsmgic5!-eNb-r=Iscl-)d=tQx$Amb(2c!g{vN6{m&uo^?Rt
zIIbt&-7}8MQE?kgj4INK*lU+M8-He9XNAho$Su`G<8LTY^!lxST$)XcB3<(JdH#q0
zS<{NvXL>QU5s?|hp5|C8ahinr&HHA<qL_?tudPK7KjY7=Q;G}#{rhpUxcQ&fClaWQ
zt?_VAy?ixA8+Zm;4C0X13>3J|jUOG|ch=KKJ0neiyJZy-`t<5zEt~87byUhinKFnb
ziO`2wg6i+=d9sd+SqJ9L-!VGrcd<V@7ZvlL_l!c!i`)b}KNxMkH=d!R?@aeCFvIX)
z_UE!AE1vNG=hCah_eYa_B<!cF|2DnU-S1xnRX3sC7ipS6)lD6@YzNl2_TN{wg@Q?%
z7sgX2J(0MF6E>pX=-k44W;Z^wlM5eDxz%T;uha<Ra|?UhnEEZgG2F~gGQsv+lK>{g
zh}L<NW%Tr=R4Z(wKbi;S99}>24~_m`Onr<N-Ooi%CaK$6*JK8tDD2d3&#)ooshxkZ
zQ#LLi|6&rNQ#=1+dhnBJ#D5u8|IaHuPp5a{tZ(#w+}NA_@5$Py(?$PcUfg$zKw0b@
zGr4!(qT{U5znG?y?`i&3)xbXNbnDzEdT*o0@5Y~ru@f`l<>#20kE9lHXVO<~Vt&v~
z^Ld<nz35;r8(?kYE+^;G&D=dSC!UU}Cq6hAV(F+qvz6v0cFiaLwUg?5Tk$Pa=d)~J
z!E18HnDcf$^rmOOZw3>gR-BELgK{qEM7f;#=)ub*R;`o0($Fg(L`r_<M3O$ooS$0k
z!A-=zR!iLy!$)$R&YLCMeg7?0We2ZgQ_jRstVJD>GnMqKMd9ne!`^XiE$cs+2C_?v
z`dEs%O8hz}gk}H6{`=BAEiom!L3gxIn)bbqx0a^z{7s3!w2{5`ok>(W4fHE>pUPy*
znr3`pKU4mc>q>;2^BFnfEgt`92|+g4G)C<v$4Hfg2~?efR_?(xHxVP}pj-#q(H8WD
zPPKLHsb9pOiKrXn_j+QV^fING%YbvUw$D9JYLv|LQgJ0B1R0TEPHifBFFQ4jIjEzt
zf+xo}>dlefabH-|I-)ExO4ldHyTyakH9I!qAU~`zZnFZhKGYN{pVZkTPhu)6_s*&4
z-uYLi?+@)iY9PcR?hW~~KHs(iE~zz=TH|`3MELPo^tV&o=H5B?d+!8Za1A?E5`T-W
z(SFGdG$F>$%{w{ex5;nRv8icU>tXzvK7?DOckiCWJj%gWaXzlJSz9~+R%+jxe;>v^
zyH5?9snWTX>hT1v&(vJTvqMRK&1EsoXpHN6EqlFBBAiU&#*sL4n%WNj&|;OZ%sx>k
z(%I8qTh*Fuu64QRNee#_0rP!1rMKu*6c^TZs`p8Rk~8_tQ4kqwqJnB|j+dN5Cq6xM
z$g8?7X<_G#=8xH_rr*!wZT^1E=C(dlzYEcAB-wr12M#*6y%IYn6?FuTuYJe%Of!K&
zCf%Z^(+QN?uIEpV@K(b4%Bnd;vyMu>wx6CLT<36qjWFUlcZo}SiMsEaq~@}_1uL5)
zkEJPjb}a#Jd9f5^@g5^AM=bb>F}!t*hRnybjqqMSXS`*xmQH%i=^bO!r(DkC&-CNp
z5;34{$4apKExNY3<a$*8tw{`WL-*{@lYA%>?)7t#2N}0<HI>`=uNRTi^&7`oN=z)@
zAfMMm#&nTM<YTk-2<sNxcDxkRFDHK3Plkzx*%rY~_odE%Z1KcAmY7RR`!kUY)4^b>
zw9GBGQ25p=qAk^?2qX8mJ$;KZMGErCiXy(6-T<4;oXk=r!Ne{nXzBNs`5~Q-HNC@A
z)-h+SW$MA?Qn4-Tjb@A2@U<yj)3wHj9AIOy4v*gE89#P<W$aEVt8FZ`jjErt@KVba
zmo-6_)3@vajMPHTc?b6o>@h3#ZjU!O)@w^@eD;gF#QtwERtt=Eqa{b2V9}&gDM6Y6
z_?1aL*5uU`eJt4%NiP3C8kO#e`x`^;chL|x^&ltDJX&U`Q@k;0&uP6a|Km(5yI(k0
z=`<%UW}EI>1k(OYBpr^mwANm21vNUr-0ha!70m1YWsA++ihUcsoyJG!v5!n%B^zb_
zI*RsKAEa9ikPKviC@Gg{)su(?$+Xy1`5!is_>KL4j~+ttWA#u`KeC&n-WKbPW!}9u
zP6(M!fx0D1Xv*_mTE=mj<k~ap7+3w7TGv2IJ(KNkInJ#)_R;jDlKj-La+Wm5xrOUT
z+bz|**-iMw{u@QfsbaTUTlw3^@mE$UM)Ro*j-h0xXU$t(&j)DN2t5w^McPZ4`j{hi
z%wsJoc<Eupd8pqd>G3A>8RV+{R^WJ<7(wsvBPm+0chddrwNtem*H0o_21TFEEN-jX
z`3JLk$QK^^zTL>YK1)b{k4YpV&5|F~ILarr^tV6L`zB>1w?=Jhw8z?!h}zf9z3VBY
zaha*<`WMqrJYH_~ykh8nx~3~#XSTG^x6vjmHjjK#MLE$P#}YjivGR$_NgviN-tOpG
zDL;Lm({evuqZ-HN8J&G8<#@ge$!VC|h}LInI!EuZRnuzSuOr~z&(sM0bUZgZVXyFp
zKUvpTQ|9;)pZm*sQFnbmH|gItFRJ=&Nqwk2`Xqig?MBYAZ;^9$j*a5UB}VTRArzV?
zv%J3tW6JiEE#_Vv`sqs%^YUkEjH-OkYs$Kn*0cQn+Oks<9jc|aCyt6g(~Da<^A@~J
z2eWge-WkO1FMpp_G~N14gqJKomsG!xNY85D;oq%a*LUYewydRbH9k7&+T-muA;;Py
zvBF85bF3%kJY-o%Yxxdhw7yAZuru!+OP}7XB?DV%JV(C8TYPFhZAtTwz_%rr*KJ>-
z)jnH><`Z_}Jd?H$XZhzo5<uKjOF;dk_F}OgskIFI#3_?px4hfG#|&=S&)Z@VY8l^#
z{u|@S*19|2*+bo$-tm)dh`%*nTxYr>I-S&`pYdmUv5(B-xlZcW<@lj(MYhT~wu5=?
z^JKk8mg3K}sqb&$Ii7bxu5(iM*!mYXMyC;|&X&|4J4cn|r;h1jP1H}cWr?4PY0imK
za+MtS7B9p%Uj}8*Y%lR5r;Y1;e|_)WdsCe1yvS)AQ<A-7oT)2m*&oT#i-~Pj4|nU&
z#3+@Q&LwpV$2oftYjusG=ShU~dNWvfir9Mg;Hf_oA>1o|=i83fAIac6D_*ari4y!j
z8_elx`;%N7^la;sh^8^lEgBT<YuwXfqBrDi^Zb2#9_*Ann)@JrU|V5w`~Hs;0WYEd
z=0--qAZF7Cx$r}i6($M!b6F3>dJr4TqnvrPxxEfZUVW@R(HoZUmrK`{92+e-)|UwF
zvGZ?dya62?pF>wntW#M`CsIf1JIMgO&yWu9HvS_{>me)Go3S{a#=he=*SjtL96308
zdN6I`%~5Xklyq|0FwgB=Wt~&!+}w}G@kjeJb^H<I-4=Zuty`SCLN?>mV!aYTuZUAY
z^@how$iDTNh@#7Qx6$@!D@#3%I;VC_<}&LOApUn-XF~SA`C?wD6&>gC{mr888=Fqd
zX?op`7oGlN>pHrXD960jcDZfh*JJZhB=hxDh05`6lYnDw7q{z@cc`n)3@%fGIa(r0
z=JDu|vT6R;#h>-bwXWUKn<aEdFcW0uJRTZ3vYU;}y7X#$_YkmZoZ016c|OOc7}7n)
zw)3#a^Rc?OjQVED^-Ig~I1OJ@*YoUeOj>SUuSWM@GiQ=(;r2b6zDuL7v-DV$_%n4Z
z!C4OX!#UpTPQV{sb8X>nbx^m@I^tXKh5FBZj^be==kiJ2J#T%cp9fnqer79=?V3Vy
zWyQIi^xF(#<74aa=_FWL|Jg!ExO!|v+(LQXxzV}CN9U#ImFCuGY8hoaBe77~g>g$f
z@A-4eU!V5cN;|^PW|j9Ujq35>t<P-7zwMMDCyrZt6=fIVyty5PY(+fc`{>QpvOSlZ
p+LE!4J+gLNF<*C5;b_fl$@si_{Efxjz7f6^KmYU9KV9*^{~vs}MCt$l

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/output_process_changed.txt b/src/Delete_before_submission/output_process_changed.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e32add8cdd092388dfc758c22cc7ea4d79cd8a6e
GIT binary patch
literal 272114
zcmdVDS+5<(m9}}V3#k9VyV7^jk~Px>qX0>kt6b$lw&XIp(EuTiqRpu|Sdu^VU+?bq
z<jbXq$XJmX87DLMF$9TJav$zD*F43F|L_0(;_CU;v#Y;dJ-B*#_4?|u{r=I_t*dvh
z{_m@A-#&R|&tKV-d-mVI*`K|(pSX4P$E#mn{p#wUul~t?KmX_FS07#7zWUVu`QYl~
ztDo7QKfHQlfAhWR8~DCk_WN(Ip4dOH?Dy|n=_fw4&wgtEeqhgD*tb8vdTRfI3Viv`
z{4e`Iu->}*(0=yatM~2u_?}nxxqH(a-M8O^E+PEA{f+mh_k3W#-nzPb_2bpQPCxV7
zuspM8yfJ_B%zpROK3V=e_!DN);q`=$&q9M2)8Fo&;>kUG@288Od1&wP#D31d^Iz@%
zcr%_nH_FT@_rJ0?;u}7)_kPc)>^%6HQR8RRKWk4uG0K&ndEfrFTUWoZ?|f<B{r3q2
zbbe}Y_S~Mmp0M4uZ@6RBdv5<A8L#b6zO_&Mn^E)q>6<?=+;{A6;XUr#??l}@_S4Vp
z_xG>LcYy2fO&l!I@D^)NBwhNHzxjtdyu*hkSG>b_Z?VH6-Uzxpov6Tjm+v7IA5~QC
zd5_j-uE&e_O_Sa+%nuCl1A7y+BgVW==@!D0_WV89!~F4t`HoQ==|TJX{mn=H$s{j#
zjKa?hGuHGU0rw}SW5_wUe^{aR+*<TY#NIOU$(5-6$WS96PfaWDo28YOVrA}K{WX*s
zyoJ!*vN!Lwl&v?to}}M4tNo54y&EFEbz_izV3d+IbjseDym|V+oc?o7B@%eg{@qUX
zPXe#T-*X+Re_+-{67OF6&eivm+<#|sgngIie`WuN-Q>-PJ?1`(xAEAfmhQ19*L$xI
z&4Z%JisbOlSbKEif&K24y%*Xt=MG43j!t|yX~Z3~pbv~IrC#5B<f8w&-}-b&8-8Z|
zm0XpU>pD{Np&^kC`qu2wcSiL{&flLR`RKdPmvdzGw#oSmlV|i3UwgA9gZLb8MI?z;
zk=6Xxa6dL3eYPw5{UrqJEnl0WvE14d+mi#mw0GN+5BtB#$0q4WPKn+l`a6c7?CsvJ
zZxKh;*U?zL!&-EVmb^C<KYTJ}fTdo4dQG2;AOHE}n~;6-zcPM^t<FvIOP`vLL<>?z
z`;Q?lx6NnZmHKesoXnNl(K{w7_pbiOBF)E>rLV2a`zBYPgg&v9-&hOl&s;|@LHyAq
z<LepVO~Z{<?8yMf;zT4+wB9dn`MLR2MO*8VeVzK)JZrgreeCBZvB>sPb?hI>I;w7<
zdIuHECs`Fxal?8%JSJCr=j81-QD)_}1|%-8*VcAv+;dTV-Ony9y%D_eH=^!M1$@sp
zp@M(Lo6uuWHt^aaY@#^cgsOD?HXoRUrZ!yT8hbM8FIs%Ty1Zl64eI~A2Yn1G@BbFO
z%Po8Fxpiu3M9<sp{VpH8wQ}TX&Y2g}n??EB2ga9J_It3`pV|Lyh+ls(X$-ZAAB-z6
z8+^Gn$d`S+WJ|_Aw5pZjl*F0uOwOKLy)@F9TNY#W#!n?5&U&8@D@n`yRjR{N>r;KB
zwhBaJWH=@Io_CHb$$QJ5*TfRP+{V@KGU|Eg+C>!D|6M#vcHgsq9(C5ccwJ{b0)?`l
z40@i}D(=mfk4y)MNt2A>fxP}o75TOG%Bhb;GB;}R&XKu~jP|{eXjJ`(QTAAi{kg<E
zMXw*a*-<rKMSYkaOYqT+w$Qu_`qO6#s6$4!c1@zru>>Di(E*mgbDll5|D5;$YD@d|
z4o}RMEky%x;U>q`)PIq+Ul>>DeJ|$-H~n2y6)wHb{i)u!r=-Oed~fSajl0Z6J+7wK
z!}Qc0o0n7VfM1!6B0BxYdsDAqm3;fw<{07(Vl-1d!$MHkr;?a#LYnfTn(*A}&oAvy
z<H%>!$DZ+KRP$9Mbq|}~G3xS;<_@i@!@l~(RG4N^l*cjO!<>MoHJIVh45B75Bb^%M
z)fv_UALUaiPwbtT*LZAJ<41eP7xv$q+?9+g4Om0*>u>fxRJ2rOR4ze=&QuDuIx1XC
zZ#f$KoxwNq1@b0MSbl4DAw?IhIm=NQj3dT<HH>#r7U(gBd=-<vKN_brSB=m5N7F9m
zoQVOw){t9xk8FG9GU#NDRf^7##ZT=mkwxb0@yxQ2bWfR)q3-vO#<$xhk@C&x7j<OK
zv!z+j`5U2MH)HN0wu-zF7J~{h`s5WBO|H)0h6%%{V-ZIWW&U_Z|Hb2r6bJsr;w9v*
zev{GY;{8V5Y+u{Qo8%oaEMUvhjpkG_*XHl>ccb46`!}7q;8X?GLv(w&m&!YgR<K&=
z@X?&Z;Z%^$cc?>!-@ZHf^td~9%P2Zh<!D*T7)L(Kbq)?}5WFEu<M)XsJy>F`EHyW#
zK>e9tOy57pf(Pe}3MX?SEu?R_oi9{{=08Q1WG<2K8f7?Bh1LFr(J5K#7I*ffNE?mn
zbNsna7RM(__LbTtJYJF3v^LQ`v!MJ$#I@E8O)V8YPnL0!hdea-eq-^{ce|pAd+$qV
zKAj{9jpH0pO&L1owVkP-%yp{OjcH@i9Nj#Z`Nk~3OGB3<<0K+Ihk2|>UusSFI0+Yb
z6_=1vb;1_Sk+{a5B|Yy?5vZySzcD<>_LHmMO*vkfH8_oGibQ8VO779`t*sHCY18O~
zNsjn)p+lOGDxT!LbBgUd3Auzz`J>~)r{Hf}xah_^#_OM6TEg|IN$@-7->Lpn*<<1<
zrxel*CqACVXPh`((!clZ%+=5Br?zsC_=j`HL_owNITmDwe?PGQ=F~w0*XYH0px6hs
zsiTPlqF$!n$w_1v-ZW`c;(~IqmJ7W&`$?k@(Z=<Wy$SL}<a*ca_oISJPMKDJJpb;f
zrnl94ler*6#E#UzbB;L{vI778k@8H|#gyy!6VEtRN<14OI?GmmY+3@Zs6WsN_`;BJ
z8ot#LI1d-yOioFBYZcZ9cFJFMAI`<^Nw1jiZP}KFlLK*vAm-gz^ro5KT>AB735!om
z!@H#u%A;J{P95dq`Dyh%xm9{#ti!UuRW+MQ#<e{0EDCvblO70q_8;~udMAyG`&MUp
zTl#6_ZHi64G@I~n(mLOJkz%Qwr|yC4Ee=GHYgV=OnYPs9kEk#b5qxR1^Qhpybv5a3
zme`1a=~b5zZ(PqxXo(JpA7ZcF#^#kMkE2@go#M_K*Uu`XF5{vjxS&`Z*|czR(pVLB
z$F&yU5k0MOF7nNZg1HxM<3j6HPf}flPv-n{3}Y6R^N#*EI3AuX;ek$^;8!<DI+`PD
zagN#i*jfq!-;eLu$~j_3QHWX~74&Z>Pt8<Zi&nAJCLE<qIc2u<PTr?H9rYVSIp29e
z{Do%J`4SQMoI@oJBr%?YX>(E0XYZ8s8iIYO<#Xuj(D@FOh+0mMvt(WosmpvW>(@g<
zpWOcj$(WwB`G)TGRqJ9c(zmtcx&A4hEa4#nRgA7KaZH{0d-hw#8gUzqCYJr=YJ_Ao
zhAB19<-LvMw&~=07l4gW?9eJ@;27G_<0mus2@{>ie>u%9kU_j?c$ITF_wy-Uan7}3
zytookOGwX?7Vqf3x<6UV8P3UxId6mB`vlE>^KfsbzD8N+VG9k|>#D)L+T!w?)2Vf;
zr%fm3HR;q->%nGUPTx3pfv1&h|JJZ9Z&6vUd$p}&tf?&uQSa_Qi*$}<qV7aINyh*x
zePgzp`JT)14n&%U(BvhyDC!>|t7qsxwJ>xInFb5<P;A#@N`S3`^vUG!E=e=26cs5)
z8Bq-BizPPK`^ekGbZ*PJ_PpGk=#tl-=-r^1WMj#Xd@yBboCXz+@~pX@-L}tAnb?NJ
z_lCHoWQvH`8%dA2H5xz0RBh3RoCcZF)a`SVs5d6zlBx*RIhNoPlOSy7&9MYfNp;pF
z)$6uA;$f0Cx8?PdI;Y`Di-(#Xd~WiD70^Zi>QS7wViyz7h@qG^U=s9^@t19PRQdMq
z&2E!Ex-IGxC#oi?qwb-No@{lU>tj!aqoyqQ+H}+mHx?8R#GX=UNS`S7LJ@ys3Y1o@
z#?F%#E~0Q^8M01h$iK5su5EMG_thCw54!j>OX#ros+G}m%%gYqy+Y6UBt0m{FxEe{
zlnX+^-e`xcr~cbxnv`6PKhvh0>KyuW_1*b>l7Ic}{I}Ix?D_usGi^kwe`=Ohh$1vS
zUB}3CZ=;W@#NO9h-m7&EeLzGfvaFaz6gmeF5fr|=tVu<9&hgqv5A<1%{Ky2?yVlp2
zAM#Cdz`3;N^dZjRQ}cQ`Ph;Paw5k1>`8WDB8&wWR)Hgpe%C{K%5-zMG@qqWTaw_46
z=`777UhF{pO^Hg#M9l3r8m4BPZ!NnBcj>Rr<AS=rP)kzlGi^k0&1+L@@w@lam?IG#
zJcppiP(G=#wJPdM*u0CZP3oLXjlIY@6(QNko}TTP@2|P1Cv6HLO`0uN>=bd3IFG3y
zO)AAZpU3dlJl2zCyz_ZZVkqotu9q%L#0UO+&naSGt4}R|CT--W;;BCO1Iu`QB9{t{
zbb;M94-6HNGQVS9XuS%tHx;RRXyPT^3PE>`jP~A7xT!LF)%%s@mHe5XkW1%lTY9rE
zeftn&E!<mdM;!OudiY;|hO=lrG-i{DTkdU$dDBZEW;&7FO7a}**1FAZY4|uL!R2*+
zXus4qUh+5VG;Ptnm*-T<kWyy6er!~-IL|IxxF_tV*mY>AlWac2aZZ)3Pg6L_PK1-6
zL8j78y@ncYiB%kC5@sGr5t*$~w)L4_4pSj@%ZV3K?WnYr?32O1)~AN%lRI#}#4K5l
z-l8929_hCtM!tcVY#uSr@ze-;5?g_Oggr5>(_mk1p#npn;GXH{UGs|6k=&b8Wz_@^
z)7j#!cNC}`vSYb5Njgf&lKW0=PHr#Z)G6>BQ@K?^JEt^99ozBqsEX%?swG<DB=)RO
zy-PFSHCAMK-*|)A3=gMM<y2ae1Yld3?(t3dNC(wLVxvd)JN`fF-;ASdY0?@>?W;+Y
zODIcgsrxiOu=Bfh6+QlL>7AnD+JdP&q_g>LDnduBWR6cUkTMThrTK|gQE?RM{QY{7
zs!Ee1b$$~!ucH>du=#GWmNSZ+zAbCJPG6nj%29hBH`gI}5zT(CbDy7#-f0aTK6cK1
z`g&wf@wPi+qWZhmswq%!9s`J?YY6GdVv}<EVV|%G%Sf?CHRb9j^S9yb+6XQE^hu7i
zWrbpF>vBn^GKP(sYe_|6<2;dOPT89f-^jrPWo=)m;YL{WOq#_>q3APfT&J>0g}A1r
z?(^a7b>!cfdWd>%>#<XN+H={y(;cV38X@%vzSeUr**do)n-k0L8a;`@$;<pyi~J*Z
z3#jr@cL~XlqSIsRJa5UxI!52Uw|vT<{R7Z%E>|&Sa%t4Pn&lJpsRtR<%kRljoH6&{
z{N0)foTH2Nw#HIFSw{z_bdn0I_{icUwsyTRJ3f~@{q1xA8_8KO-gR{3Vec5C7Z#6U
zYdAkq%Nuh@)W*-G+wGrhjCREk<I<_7Po}shq98GH?8|E2^*mXpAav1&HYOsld{hZJ
zCG*()V9etlZP<^;npILYN^=}!H1y8nC>*-<SdzUE`h6Li9Krg@>uK5qr0~7W7w`zg
zZtn$|cMo-IE#s%wxD8VL3H2EKvUX6_JmzdeZ3BDhRm)`$F02gNOXLMMb|O16`i{)W
zzGwgC)Q`SlTiq<C>N+x_U-jL@UozFa&ZGJc$e7k1K^D`s2N_WeXdc*2J|!y0!LM<Y
zq))VSlyQ2IH@mhH-=tfHxSL96qNtg*&Y7;qQ~f?=or?LqNnFQEv^<x;oQX@6#2&BP
zy>n^j_c*WF6DW8t?NUTa)Iw~<41T<EW$)hGa!gMz8(XI;>5>(OYOxls>F%gS(Jpu5
z_%*6w_0HocR-fB6W$jw^cBlp4qsmcCk&=!vt(Pqb$jHrmBIN6!%crs3W<&oTbW9(u
zN618;=lOi-=2dp;>39Zp&Qtfty}!5wKIUG>ynk&M;r2T9G`B(i-5bSU3MV$D?{=dP
zjf%0Xm-^77Gkj)^ico||#bbhHPj(6VG3ll#Z^@HgLVuy0yoIXKY%tR7`rRp)WU_>c
zWt>Z54aL*rV`b{0np-Ev^V_K0%dxGF{L-gm;@px+^Y!lhUeO<jHUH9cs+#KPnC*%6
zXkBaA34u<dH_P{8Nis(`9ly~UHhOuIN@5*OS#x5?r^Q-%Iev01W{7`k9i_S>>WOLN
zo@$evU|_PqE4_2=p~{A*8PlFIeslH^nznLaq8o0D#&*N+5pIto>yt$4)uX<p_DDS*
zS~8{D^HR);t`ix?lC<XcYHU4z&wDoO8ce+<+8MLX<tQ%f!*+YJF7tWIGUh_&sGFY|
z7ve*Zw)Kb=uB}sOKW{<bD9w5HR3fS6#uj!>;>I);gtE&^aSY#0EPXCA?dI;uErm}M
z+7`ErQccwYk55NxR_FB=n2vzYeUSlotDlLDULe_U+peg#jF&jGBSXDiJ7Lt<Xmzr#
ziw+ABN$y&#!W<7gZCkzTA{*;ZLN`uBs|Vei1B(KC&%!O$)xfFgV5Up@J6U7#z?hw(
z<I|T1U!T|Ud#y{M`l+6^#T_C#_h(1PeyXn>9lO>M6P%etf(-qL`!K|v+?qj!VJw>%
zvnQM|!=Btke+xFElu>_6_H$-LN(~TNwtbpp5A8lT!vGoGwq>7oU35{7LEOD&O_=7x
z-nD(&b&<`_UJ~o~WQ`yr$JkQWb^CH=#=+zRID35>oEnwDF`uT1xTMR=wOxAA;|S|~
zg~)bU3dySZ2kl+UiQw>gb_HZaEiKO>c~d`YEP@~L9H7#sq8`sd91uquLhqfbTDHcq
z<)@CfXKHAaYjPW1jW>R>E_<nK$(fO*Q^;dH9>v9s@VZA6rD9&Kad;dVI??0NE`d&w
zz?w(946;#=b}oO(!~6ZkB`8Tm-|H{Vq@C*ieKGyHl}9`Vext{tTmqT$vt|EJh8ES}
zdpI0_X3aa05uyugc?Er+=nPK$t)*R#qt$g}+B39f=R~tJJ(nb{M?2~5#y+T|Q155f
zXvQYIEgAQ@RMXCcQUlgI7~~V{+iVnJi>j$!A4}&t6*cX>tP`9UVs`q>*i-%gp2(z)
zE~ZH?k5Olryl0JWzGY%rW0@uSD5Tpuvawtnt)K=rmTRA>Bk6u-=4n*vUdv{$(^HP^
z&N`ntVY)Sb8q<?eggTSF<unA-!7a&*QRF%kbuy8hby|84ytIpT51dTB){y#1jWw3w
zHDvU_6-}kPBB@_2oge}swH5vwe``sz8f*My9V?xerMVR>0COwRCJcPX+;j9k=|M)F
zd2RlJopqdyAER0<1?$*!?rN>dqLY&EnRbj&X&f8Uw?;P*!PhbCGLG#!6(HG}^Jq!E
zpr>~rL~*pPKigWZT9ZH~AM=wsYrc-Y+UO40F<!F=S<@`oJ>S8I9n`)S;#an#w70vH
zHH}GUY=hQmN{_cULm#E)7&gAmYkq6B$hy)Ve`hI~V_fF+Kl$8zz8Rkk&g6|Hf7lzM
z|G5tLSnt@1u5p#@8_F%m*5F~{p{8ApwWel_ejS-=^=rKi@YlBixAr%cT&>>+^y|o|
zY~bD4fmZ5l`*b_~q4@hsOf~)DC+jHb1g=+L^zA)-jB(WH*O1X8-&!X<mv+Q2QB@)7
ztKORb63_boZS`X#w4-X#V}<b#(N3Hmw6U*V=j&WA<}rOlzcWuyLOZ5b*R+B>0}ox(
zp~vIKpIN3JH4dzpXTLS2i0<OQxt5}yC+m1L;oy@j-&=+jovFwE;^%5BUsJD^y|^d6
zhRsjoV1u<`t)v&8gUO_tUh8%azL)w;2DRoD{Deck=}o`asiv0}<CPfs4&?E?o-G(v
z`(_IiTdLUBQKJ&Fk_N}+vY^tgKX|FTB=TE(9LL$Hs5$rqL;F;&(4DK9^m4Ei#B4e*
zmp0c#+&mkd?iXU)@^d>aM}*YE*RCelnme~0qk4+9s<%!pZFCZk*AeyW$eMj)cE<a(
zsbZU`NJhb~PHx^~PGo+@%XMZ9b8I8mFmrB>$OLY)yGEbivL8dz;Mk9jrTi>T@44b=
zYfMZjy@BJe{UVaQOie$Hli%S4C8-p!3yOM1w8agN65*WdP9&-EyR6~-c;b1!!>u3Z
zd7h723$dvttl1O){EB`1cg#j<vsUB>vHv|WOikS}TBf;8ZMDtOaT4{;v~8wG2Kut!
z8h89;Sq9j-jo#-nKz)O)h;ynEmr+$6p=xdKwbNl49d?v@Z;npC$8*lTCH<$dS~<3>
zv|Q>`tf5onlcOUx(>Zu{ZE>=Ej#A$f%UEf9YJS!~#gk=}?1iL`m7~PBKeze^+rPx?
zIA+5>lyr$~PY+H$Q{M2PbAHO@I79xuy+^*i%D<OiV=KHytr}N^0vx)NiF@|g0ae>(
zG8X(}jiY{2e`}m2&8gw%BeexmyV=;GK%AeVh(sYUxx{lW)#>G)tHx13spTo6kh<h>
zXMRgWjLebf*Z4d3;2n`5RMg%sZ7<BX^6#m6HSI*H{0<Y}(yk5_dnMREz^=W2+tmte
z!2*qbZ&rw#B>5G2I)g5crmTTI=ES+gxK15<PDkE4-=fYEBAt`^Y>Fz_gGmg0X)2Lf
zzjO8F<WI;Fo|-H@y*MhWZ=abI-J8%L-SC$k^_QlX&Kv#KY&g5}ZU(g!xBk{>^urCp
zM7;O4VPeA@*6FgGqyK}X|NGlm<i*t&CQn!@B<s@Hs2(EmrS-VHyvsU3DMjja%;H{n
zU;kUuA-C(Qd3=4Em3lH+Y3-WY?pxxRY&0r~u`vBbe5);Tf3sg(R&uP;)ADpJH0XU_
zy#zYUGorr8e;X$9$-ZeG5S>9K-T2v0rG2$4=A2Gy>0WDD>{i9FCmV@5R7?K1<{OBE
z<{I|Vl#%yLU}-K#e{-6??*0BPh>#-aLv`iV+nD6R)mK-)vnON(kryGKJ06=(WkuNV
zZf9(LjroYzjj2Y&sXREAGP<ir(~XQ%6G8Vv-mxX<cnq2%pc<C$tNhF)?Ecjsr+8dd
z$X^+?o)|Cjz%j+nL92~&wWOuEir-O_{?0T5=@aICD^#&|$1+HbjUL_ChJ<d|HxoX;
zNtK_8_4auAV|%o+c=8)|@!hvy=UF@zOg6XeTYHJDuH#{kAv|;%%`F?fMQ!vrT059@
zqqcC9JSCWVV;m+P#%jf_IH)D#+T&SsPC3O~!l_1%O4K&p(`k)9{xR`&hSuGltUj39
zTIZ4-PfY4hx70wPT8nqWv#fKD=lIx5^Cn~zOlG~RveLOV5VFzDrdy=R_etv99v<?)
z4Pnb4(rb3AZRJ$W-<Wso^ivOB+1C=DGyJp8aQ&zGIqFk$t>>-iR~}ClopGm<?>E8F
zkN)xMW<)W}?BRFoC?=xV-hH9S^J>ojbE{5$6>{wi*#QHUgua~X3`BHu-zj7!;t$c?
z(Gm?3GKIN3M|jS#JIrrD8!}NW6L)OKc6pRfwV&ZhYz5iV&E!O_PhXjJCa-yJIX<`H
zMf5rYp>C6o5dLAp^)kC_$z@5u9`8eRznm!b7o$;o-tu@XR9Eq5Warvc|7wzXD&@a3
zF20_s=E@70HsN#h`gHpopNctLOH=IkMe}8E9m}B3+}^QigJ*{Gd;9M<hU=weRjq9K
z3{2#meX%cZe!LxHN~7PxA0LZrDu})#y$;<f{*C?au}Ks?qZaS>)r6O3ozmP&s`95B
zTGsB&gnQ>;B6Cy3d2=u^N8gWWU#V*Gj!ib|i>%X$NoiT0ed@<;Odp$$uT2373ALDW
zFnQ$wE%ezW{Gre2MizavIveW<Ib5uP^dvNYqZ^X+NhTDS%xm>+_qFUTY~&Dd({FE@
zV{1>ei?5?Jj6G+YhUBQ=^bR4vrg@@>yL)FmEebO2ruw^2gTF98K#a}&GSLLS9-scb
z{f@sS_6Mz<<D&C&G*N%1O-XV9QPT1HiP$Yz&(UjkmW#H~^u@&e#C6W2QvD*jizVPZ
zl=O$()~M#>C*9*d_E~!4`7pFflacgko=s=9A5U5oQSU5-eOs9&;pf;y5cPW9^Qfeg
zP+RO@?5Ap5Q9h}EiYIM*Lf$NUvL2(HWs|AbgNge><zunN=_X>mvHp7&2mSQG@f_Uh
zTiJ}D?I!LKVh@&k+?K_yr6)#H%3S=Jw#@l1hyJYeJY4e=B1=C1tbB{!3?3@whk1<w
ziEPIu=V4Seusm0sDj{nq&+!dxbRZ((HhAsC$h9K!qvz01lcD6V^6i{HAisc`bu=1l
z?>Uwbr1UM8cSE{`K0|Mrpz$~}owIj&OL-c%+Dn6o?1}0x$!{>@<8GD>gqB;n<?#6o
z%@r=iDY+G#=RPq<&p}AcQu<+XM_K0e4GZT{l6h(>uqoeRUiZn=gNQB5SvHW<dp?V#
zxjd{Pv-|UTB)2bT)Xdl?_37K%qDNSXVwaRSW`LBr=GoygwzIs%$HvJrt7cCey^u7I
z7t!t<eB{;ARh^<^&J11EHoJ9{=U6?@{(F7IS+vvnhn%06<fN*zCFk7xx9r&&l_fTx
z_s-~H&(7f<K1zDIp6}D=aZ9_kf~lX&e@ebEd2jD=(YKK<t|K}}?>Ou3y(G?NF%#WB
zv3*923!+}Go#U<9PKI>%<pF!1L85BRRuOtHE<@@_Dyrd}*lUX!_-|yF#^}R7s!|v9
zq=m-!@-Y)bE%}alzawz9W^`M)sAEw{01MqVwxH1C-ji0_F!}imZPX&-qw1$k4>tiF
zvW1*0uA(MM1Or0F4&P0P_mi}()bnjdH9l<ZIVW#oY2!pGozsYRP^~R>^UZcGn$%vV
ze$v9G^Ka4wdMor$_dQ#>&1O*JBm0rP$Pu-om=Vvj6_YjtA7v@FqVWtnS=An7XGqiS
ziFe1&t=8EtPh$Dz#1Xouj1?-qGOJJDaNjA-I!4r!7!{N1>InD5dSmiEpJ1cE)uNKm
zPpIn3Zk}@{A0z7E2W2hc7S@PPbh1l(T7i~5jd3ZKNs;?a!KE`$eG%x0EOBnMjQR8=
zrjjBn#Vz6<{tXZO#&mAa_@LhoFb9sl-8DI4uBtT~J4T&2JB+Bql#-(Jyi&y{wRv+-
z>eTPTlL!@+Q1vnr5^ZsRb}>qUi8^;ev?p!)Ifi8<?oD^!?1`h^xWJQ`M@(pGUJ<R@
z6Ghz@;7NqSYdM@I`qpUT`AHkmo)xAD5$9ykY;>AR+@5slmlDnmFl(bIgB`DDbk!ny
z5E&{@^BTQ;I++@k0(MmLyGIwyh_HdjMn7BpI&qOYYECiF$%qqQ8l5g9Q`7^&MVt!X
z$ja`T4}COokaHh<${4lm(#PvbBx9Uhz+c>iXp#CGvINe(edv~~j1Cl)Nzcg6kQr5o
z?%8*y`k(GU>x%{VwaqmeGI_5bYeyS$oc39|yy@4Y(cs5>E4BNcLhxE%&MDu%jaK`g
zUq)th4hg=j?PRSZ%DK&m>~39k;0f>i)czq8cj-ls&)*XnA;CWh4K;T17k#STfj^oy
zc!C!;`{~&y`t-<nmZOj4hf`gyXL%P&&stAfJvgU=?iG3Y6X%FIh)(gKND&)Lh&c8`
z6iF7+*G7a6t5-y?T~luCVb@89$5(&f8DAYmFXK}TBt+CW*y<;1z-a(#A90jF#?kHc
zOB){Yj*aJq=!9~7&Zb_H&%`3?o6d3S{u^k^wxJyPo_J%;Z_6c9H29&vO_qg;?mM=p
zcey8a7SA<{*AqRQgNTY-?-_=(5b2Eg&7l!-P4C>mIW+RgI&3W#t#vx^JT!PuS%)L=
zY_kBI0VKA#J7p}~?VT*a+%9pVL3R7mU&r6r^O=@iVp|P4-S=kAu}QV>Zei((0k`=^
z<{#+*BrHT>#1*~t>A@7!uuUIrc2<ns!UG3JrFt74xTTnojoi%TAlbTKN-}=WXx2Kl
zKZ-G?Yl~)_u*NdU0uU84okncP#K4@F*P-23T)JtKN|-k5-3(l0%Xm9_1Kid@ErAKX
zR~GlP9s6<=0~ylxaEem*MY2uqnaZc8kZePl1H~PtNZ#Y`&21<>BmIB5i=ZX%oKJ#(
z$)4YtHlJwg`lT}>X6J}I`+D;c#bPbXDYiAsp!R@;=)<HNdV0RE=QD7T$mD_T&B-U|
zIAh_Je9syDQ$AfwMxl*1kxuTrf3J;`?AB}6<)?C-)C^*4dk#+BMdUb{8;faH_rk6x
zZxL_RDR(TKrESyZ3_Pk`J09|Wsyf^o$Fqn|WRH<e>XG>RGo{pc9gcJ3shj0fYptDO
zeEN7qI$xhCrK(&+A@1!y0}p+C$D<xijfN9O<5Jwuuku_@je~jdGvrwnH>V0Ux9GGw
zeStI3=zK<rCW;TR_+wm(V~CbksnSlbTs5h-2N|2qW~OW|`8<j7^j6!U&irrfp;r7;
zEiBr*tNA>(6w=>}<e2RFcr@CfRia^1kK8yyHA<tHjx8GL?m;XcwF7*`UqduxhG)=-
z_=D()o&=Sih%zIROr@dh2KtkjGHd}SJD~#{Pofa{)-!A|^+mZ>XG9Th3y1eRIZf}o
z7?)y2Hj>ABvV;O^lt1N9+PI((r*DyIHW0lsS}~^r%E%`2{pEM?=4%vl90|QYX(1!e
z02#AHx*2{RbH`Fu%0~}2K2zIA-Z92TW}^NPG()aRs>Qgr)2xlXg^S4Jmxf8bqqt8r
z?$c@-!Syy4@h{P+&WzYfz^w`78)I4+Q?-T3PXmMLo^fs2Mp2E8|NbP!Z64L1iBS>h
z<8gBxT*igXIs=z?&pb}bEdxGpKfB(hVvA--`WHo>ekrZ%??a8)&8?LA)HI0>0=2<7
zPTKc`Xv`mV!j@4SC&AR<@BTD_fNeoqN~CoD>GvbsQJ0!K<wxct=(tJq>&hTg8lFj0
z50vMXEz-FYP8_~5q|szyj41xL()P6Nc8*9>YEX%%kv8pnOO}5V@Bip0x{z;a;+(s?
z*kuiu=n6!!NKBKpSY%nJc>5C5d=BclN!MS@Ubp7edU(={5h{Vk<p%l?d-QHR7`rKt
zndMT7kyrWpIT~g5K7B-Af(a1vAu3jp9PMuhOH976l+G7>jF^VH46mrIY~j_hlA|6(
zzvLW^W}6%zi$*@;mv7~T?es`7+e2G+r`F&egmL~|YdL3c6&2FwQ(Y*Q;n5w`G1>?T
zcij`8GS#(=<<?*nU(=E&H5MkibOMmG<@C2(n!SJRxwJ9#E~tdB_ouK%``#{A(*-|>
z*YtVD-<uE5w=@67BpG?Gtua15jt|NhqUKQiQxP`pW`tAtvKGgV_6mNVkmPt7$yg1c
zrco@#bSxC(=!~y!>Ns-(zLaIMaL1!uPjfy`7kCxhu{D|Lr;twi!>jfEGDmYuC)e3H
z`NIBzcJW4T^7yeDbT3`#<}l-s&!>EEGa=#^=hvw()_I?z>R4m<;u-tG=#Q)8b;sr~
zYFu!W`|6_G;OK}k|60bKt$eCP-RsN9j=}iYVnTd8ymXrg@0gf;&oB_vj^K#<i?vNe
zqVTEAV?8u_;K|T`&vhJ=V<3wEbg*{cD_fksBU*L-l~|~9(EFe&jqj`f)|dw+pZe*;
zX18}LdT9QSiXqm#{@Z#m)STsAA|Cn9RL^K4&xIx5KQAurGbgvG6)3Nw;{4R)C7yd^
z%8=@dOU`n)qU27^(-vh^Wdh|rlU=mg^$1IYbR#EJ)njU}eQ(Uinn%<@iNfFvo0=jH
z>AT{;aScZ=MLa@&HO=Rt&GZDAZv1xY$dMK6c8q5e-&%KM92*1SpEM(P$8InL9r-a?
z`q$Pk<Tj_;?m(d<X$K-raC~F-n7M#x0|S<6%(KSW=aM88>gn|CT^YmDCr!el-U-oI
zerig+9rqW%n=FBAo@6=wH-7VdBp!^i0biOeBG-s3hGW$yVjO>u+<rw|!z)Vvkz}2j
ziSy*+<yad$xPkAt#u@c2FQZZFos#vb=N9ksrXDmF6UMSt^9SGP_Ia5<c=j=0(JL$I
z-t_Be)$tgyLaCbi>q)=%JkQ^+UDU*g2=ADGke?v$_~LB@zb0KoEw!A~Pip?fpNXVP
zH!0r~Y7vvZbM;?FqaV%NlU+m|QX<BAb-l%t(pvY^MHws6(6ZK%_m5$zxyF;4N6bp7
zdN`_e%t?-A_`UQ3BUb8W$PsxB6#K$_2yrz!N4;T9-;kB~jY}ztIahxs;-&n`9NFb1
zo()Lk_3ILUJeBaN*nuyMb2_PW*=RtS^v&q{DAuRe_~)j5Br2(8v`4bzSf-X^&+FBt
zq{>M}idd-?#g0`w`|<QgvCJe%SIhZ=T7SzYu?4MZBio~sFLZmDMPN?xZkQXA<By<;
zxf!7$!$+@2y$3dN%)@QLh`mmg&CkqQe{D32=1RbGYz)b~G&SOz;mx@5TfGI>_&=II
zgPT8u5_Pl>BPs=tN3l_UM)Wiy)p1pzmTKL{z&XWljZ2&}iY4WET4<VmnIrpeJj$z^
z+)CY>BSMc6&P1mJv7$9+m=DF?fH0Db<G(*uR_SmrRS}{Z{FpW7ry^STF6nXGJ2qP%
z@vDuISnDR(I(kRSNB>|oaVFQ8zm^|R_8dvnu{sVV<(rr<q}uCK0XjYI_q~y4@Fd+m
zd>O1d^Xs<x)fKh0*H^y|Yr<IQ*hiO<Pp?kQH2~Uqq_~zx^NnM1S&S~iqRj-?iG*&M
ze2)0FUX0R!o1%^I4_p4{pZd_3kZI~GKC!f1i$Q{pl_AbpK#}#CB}vKAXnY^|xPLiz
z-i(T|PKx$Y>{xrmxevM>Urlv|WXqR2XK?b!ZZI_RlUhAi@>mK{E2NV5??xf0@`e4&
zy^T*V<UyDyp`K6ejy@jI0JVl_5)V!tO`R<_QXP#&HEO5Kms5NaTj-IPzg1DMJu4?f
zZ$=LhU!m##JZikG%-o#HD%8=OVoseUxjEK<f#&AO4bjd`iM)K$)+;`jmf%m!L#2xI
zlEfTq^RT{ngRdqZK+g5$bVi<P109~n=B=XX7x33Mum@`#@7FevT7v4V%RZdSB2x}W
zW)Z}w<n-$?7k!q|dU$V6Lk39v4v*%uZcYWJa+!A<t24(|D&i3qaQp19BEa~4^#=Kj
zP5GoB8<9@WNhfwCLaq95?vdyCry^Qu-$FF!t2gv%*18s7f5)75*nRyisRsk^BOJQ@
z<CR5xNKk8Xle*$ZMipkL=YRA3+oQ-P#$4l}yW{ns`6<scF-X6kn8kxK;9R=He2gYB
z-6EPOL;q|c0zDdmq~wnIgO~OXlOy;{PU6-PF)?C|r+!kue=X~LCZb5+{D>xed%n5G
z5<jW2kbldvc$I*yGB2z9?sYN@4Vvput*i6zj`SHH7opMSk2QT32D&S;X6nz|b~mPJ
zjEC4}-B&UfPV_vd&YTvJb%{R{q0yQ4Wi-qKQ89SWVxc*j_`P##k*&>tiYE~oRlAmY
z1F9FiXLO<0G5>q(Cp9Hviq>e51@%E)j_Ll<BUqa0ec$9+8&Z%v&S1<j)`;pSu?)r-
z`ywx)=%G)ICVmp3(M-?pP1|cL2!gTi?~@<Vfm=xKPp5MpR2IiMF@~c4DW1%!fPB)+
zPZ`5Y^ASvhu@RxQJ$;lieVhT4c15JQreB#S=M+d(*E;%yDR?w_y*~YgrytXye%h$J
zzia~~JD@o-ml9>DQLLdMuOlk2Epq(c!Y}_7dCw>s293_i^mtElyU~-$G3H3OR8L={
z4xJf#6}9DvzbU6q%b&(*`g}QPkTSPG9!JzRrN-Ci3+Thj@+{K^-R3l2GzYehCOW|v
zOAdcOa=hfr$-i$;SeQ7P)260G{UrXWno~Ndx^*fIJt4;;_l>1#onozcGRD}W`A(;v
z@2)8pKZ($2Bh;4`^Drm3r$6t-;HMdqFD*SObwSQ1vrj*o{-NGGrgOb=1wx(sTCT#;
zQ)=0j9@|rYrsfz^Uql}5x))kN_b<x1)}<-ZeW)8FA#z^QeclMIAFsmo^GIFmZ71-l
zHes7a{A<6?(}|^4*{XU`D^;a(oj<jFMSdQt)f|(j?>Vnbb(OQ+$9h)e6j{FB?92$w
zYAWhUL^Ex+Vb+PQ0NPQ1|LXJU6ajYuUBYHkUsu+e<GK_Q*~T2nzfbl_dGx+nVy{=B
z8mFDBx`FpI(+8iii#A7Lsg9K-)d%0X`pj@pMf6Q<{Qgq22h2sP@(e2P`L_{K?T9wP
z$5y)ZXK_YVYuqLGcH&iiqaU;pmS0)5fg78i+v!1OM?Y_#M>$%8`p=^rFU>ju^3~f&
z1iD<3Hrzi(2jw@$B{maj%J&i$kzNs1D$U5!y=a|Y>d~6m-j$lgXKFoSV!bD7)!%hA
z7C&vWrOGN~>A%Nn7ZoT?g#LD_EaEL*Of|h!PmAOUDmzBc_<OmgpUZzL;-hb*UCuuE
zyN<`Aa}ZRD=z{&;q<c;iDn#!MMUGJ(7e}&Wt;qIT?%{knR&wadF#!NI9@u|h+MWq|
zg>|+{y=06w{ShlCsj!4MIjROD6F2{t(TKk463ryn;~LeYV^r;WY$cQH<V7x5x#rg2
zlRt@eQANE>O+EI@Hrlow%@%3;`6SynTbg{*`FE4$elpD%w{{jmtz+#0Jw-f;wtdd+
zBi~Q7awON-jJ-YsNi|tj&+S;4Yn=ZSRIU9N^3$_B1;p<e?qlVdO3Y2Sj?|>c?tS|g
z6Z5qckx!0A9&xM}aSl7g^Z87YbN*OO;thS%&3f!}G#0wvXf@g3%ePzOqCGOuW{fYj
zMn#c5lizG*!o&AaWeiJfA?Gpz7XB5MC)R0Zx9CHQ4#8H->^N=u@n|QbXw!!%rn_Xk
z-^0fhM5seXC<-AtZOX*&xE~IpF5w_ok9Tw{LLEU;=N@`e%Z$3({n7ie{GooHwyP4g
zvr(A6udj?(<+fGvLQ>46)JP;4MQl-bm5f=lNn~5#YE7vM75(0^K1Li{*L=h0-|Tul
zG^1O0S+7MO5dV$eRuuY${qEUxLn3F);=K}dXU3w!K7S5va@%;xt&Ct%B>~DjwJkO}
zhZlJayq)Xa7Hiy372guu<4uq3h;cp#``hjmIvqwMj9yI#2eHlz;||s*_2wfE9UXaj
zpOCH+cOXX7*HGqY-lRweY2}=6+n0}NazB4Or@9&ZA)lq&#=R`jtRdVPi79&P6!dAx
zhI(V-qp@h?<kyp|F5OJPbi`P66Td<2v#A|Zn^Zi!EVXQfbqlk_()LQN&h`k)@_jW?
zj1+&1@GhgRsluENRe)amHWKIc%dY0(*=Em;s(&mZ(4}3{Oza=YFKV>tH9HE4J?~nN
z@7w0Q^%#~~;&>8qOtZwV%m*+FMjt8mMaRa#ew#)QO{g^;$se!~XD-izI)bD9BWTDk
zd(j-LQ&joLy6ICX2G`!MR_svAVUNA3e=3$<&6P@%dd}973pn4FZJR#jpQ-Wi_te^?
zn!fDKwp~-4`x-$O|I{2A_NHH=kEIe=@SJ@cTFH!$thAB2A<ynNQ|EJSKiC<_+)MPx
z_OX$m&g3ULAz|f)wc2Yy+u9n%x>V|0oSDw0n$slIB=GRM&*RtTzjV)$-$RmS(lo#O
zu~l=BzuKGaiAxg?icl|^<8iN3Z_iWH*vHu*W((G1Lvm6!x<)m?T9)S4uRbkF-d|g4
zu&8F6^qsjPHhnX%-->~HWMq!1H(tH{Q=WyKb3UADt9B+F*I`OM8pVPiLvB>HC3@Dq
zbP;Xn-;lx2t@QdHRemx?$StIQ`)Oj3Phkn61(P5@EYf9P9_2WEKWI-q>o^qJVXM4T
zHP2c`IQdMCyN;9RT&krLu0&R#<Ov&E-m#9<W8(+6KY2Yr*<1V(C-<4*$<LC#Z+s;)
zi@$|$=Fi@>pCwOfBl$j)4^?fT1NjSczpw3|c~7W~2U;!Z(?|AQ{B+ANAtgB;ML6sc
ze{Pu2qKA#Fs!fHoYopW=;_tE|=TF3;9EWcczl_8tBuJx9XC1c#gLtgWmHo+_F1{&K
zF-*FRl<MO{<5(TZNGc;))HBZ$oKtk@kYL_gpD3Tyh}79A5%uDzWyqhTZ*@yhKB;l|
zZaB6x;e$B$(~HC3z9qTPBmT@B2Ywv;A}hCCU7N?f)H9swLXtlrx_H;@A`{=vnf%Ed
z37$<+3pH|1%GGzF(&r$$EUg2zwzjq9C*Gaj(m7L7t;RvL3q^=36B7J#Yv*H(3oVJc
zkjrxGGjm+bL~8Db-nabGQ<EM1^c}N`+{E>!lA#zGbyAnyk{Uwxfl&-9$LMQhehMl=
z_S~v&e=%J1x;j>#eje|oZxs?M;Vv-|whs*(y`4U6NF?zmo<ZlI@KuWVM8o;~Z%r}z
z$U5#yItCt45zXcA;(9oz7`jhpE+6WWrhWa~6>`To`O^5A+k+Op+$ZHSm5?#1hx8}=
zSkiQk3_nH$NbCodpxK|SqWhZyi*~+5nusJs6wou|3a#kVL^wfgOiupaKgqXGNanQh
zZ=72wr+-WvS!lG%qo4AL(?-z+y6-1zusCBjvlo$TKtjZmHX_BU?DfYYT%R_jl+^U2
zj;`qMN0Sq5wbO<g&o9iQt?xHkiUa3<ejN`MhVNuH!Lbl)Vl#Q_e;U)~3@keFNcI1F
z)9`gnOBQ-Neb`kj3**$`r1TL|yv8eb%+Pz5{dF|hH!L-G32@)IZn%oLg-*D}Z>2*m
z$!#>+(9LZspvB7)rL{DS-a+ZfmUTT*DfSsHTzGEmvuIe;2Z=A^qh1`b<@RrybBnlz
zd$b?eKio--#^YtVotQ|UbH;g&>Kr4=8>7=UeCU3TZw=Kv*E@!4ibk-}_a<uTCO&12
zScG#nFSU58-IntGirD;ya?S4P|IRw=+d`?FzeGuWM0=vJtVHeDJJE9;^%?T0ldmP}
ztw>WYm8?gs6}6qKpS0+^e(oaavj6TVJFI-q<58E%nr@2jYikI;J^g4*GsTeWD9I<e
zcc#XPRri>08*k&trG-=RP$`A<aj-o#DsFffLlx7!g-U1XN>r~*hskNNHW9Kjq5v`#
zBK;ECLqo+$dhE)BtN)p@?$&Of@e{4FO=?k4vC150vWacX_#S-w(+g6WOs}8H%ZSg=
zcj_lZKXZD!T#$!x{~mt+QApRbP!dtkQAScxBEB<CoW!U8NA+%tMId$~dYdDU>3ey!
znwIQEn^%0>l{@#WG2Qg1TfJ^<J*d>)oIKEHrPTptKM@%PxvMH;bKk$GZ-{9fQw^Nt
z&pFPLvrKJ8IyCO<<5;hSPo3p?6<d4gzB3ON`PFf3Tl^JSkftTd3Og00*j}CyhtNg9
z+rv@fG`u@LKE)x*Bz`pif4OLhJ_)tsIbU;}kxoPujOD$wE%9e!nWJ)#U(`H~CO)9y
zHonH+IF5?C41N&FC!+lE>hBe2BZ}>N^I}XfxPtX1K6_)b_T40L>9kyotA|3dtthF;
zXIi)vljYT~{1o4MPJIqWEN~lRD=So7FIsHNwqmNrG(;EBh8!OeAr($-c#3WCc+Rj5
z9sQdKUAqc38vAX-1$RnZ%rdCYdG~GAEZ$le;p>sZ_%ki8D%#7rir**F$1mKOGD5$l
zH`d?SSJt}O^8{{D>&ols>fxmx1JP5vp1$wxtq~qN$(lo6JB2}BwWnUrX`>E09R^Vc
zuStEM=(44ad;5VoCiW33{+|2I)&_!O<tJ?tLg%P+Tn2}B&i>-9y<EG^XS9A6%iCOv
zefGj7=gnlt<8#o+?~xn=i@K~j|3GIG4ga^W(r_$Yl&4dXL8I6^;8PZ*<<lLD%o@$L
zd%c%OXKnsdaBa>bzQZ$F#q9Bh2>o40a){H%er9oLPSW3sUysG3odTNjQYWva)vb9X
zVclMFD6O5Q&hZ7%1^W`;x}<MAR(AbNgJc)m`*@n8f<C463eC}!Ay1JXkY2~LwZh_v
z{QtJ{ML(DS)LfgG^u@|B_x7DpM3oq(HkqJ;Z_te$lSDrBe~Fjw+JEW8Mf5v1&fp}7
z@cL909db}Un{3l15OKZ&3eug#E)sKSZibv#lQS`{Bdq~^m7Pqu+|!q6+EzQZ$fZ=p
zQ(kj9<CGfFA@;~o#PP=HN%KArPt*gqT9cHnX-9IV|J=i|meFUE@#xH&dWWdxGmiCM
z@I~^9M(aLX*_={Z&)^WJF@(kEH}Dor20^Jerr(@H$ZcUH%VfB*RF)c4f2NhGmR^>~
zS+?-bTYEi6L59fLm3j2VDH5k+?j3Smtr^d`W`n{f%rr?F%g+ZEE3JPkwUjkv`b>?Z
zJe`rwA<U`be}7EnoCe#_{LSQ+O82u#GMMqnvvp`hXN!}u@~p@dUQ72j$KI5Up^mr3
zsT$=H@77T291`#G)NraADDNNX;TXOeapLJRKGp8&W72owd=fOhJ5_vd0tKnId3Lhw
z=SC?POD&SLL^-C`k-&$Ogu>aSN!d|svF@&6Bh&Rr#pN!Yf1|$;->8IM#MC%Ohp}Kp
zF!B3{qMUf*{+v9X&h<v~{mizN5eA+<o)Fc$FjG(L8-FH7l&lZP=jS7OQ2lKB&bIvl
z6<#jp!Wt^hh0q^#JwYOMZw)6>b9|2AOn!4J!M!W?kLW1&Y@CxAvC{MNb=W{OXqj&0
zv*4l%{e%4*^>@J@$K^+828fU@#gCph9_QU!r(Bll=DU=1E{N<k&i_YwIb!>$1$c-2
zfkl^jpFEQPQEVetgL<{>UD{3ac<QO{hpZKcu5nV6g!QiX2-%r7Lwl&aGNJPgSTy3|
z2WH*q{kHr^gng9XvF@)?RX5Mdk5OrUJlUB2a78!3t=l`i3z3W0zuTzJ<g{}5GCQOi
zttwhXv%S&1oU8?Q%>6u(d*7L?*k6zOh8W3z+FtnI+wDTXv3-kQnx`U$qyMICXHN>%
zZ^IK#g6Om?wYYR&7QVBON@axR-g%8m^&~atblPZC7xO>=)ueUcjr=+{){LQQd8e30
z)C@Ectv~<DD9J|PJ-N0Ok<PL8?6ccj(^@o2h*TqY3srXL$OzfLGe1S&D^Im_%Vx%?
z*e}XNt^V}$tADqhxR>J^Xt3Rm=c~zPMd!p*gg++V+q919I?XEd^ry~|CopLmTD<$(
zs78#>iTXcS<bXwp=1ienEF)`{YMTafVxP*n^YW%(!cO(|8IPh9K8+h3+z<D9nCK4U
zm?tGC<F1VJ<;~<{b3ER?e_(a8zlGMIwF9F3-X3gjn}{_z8R|6g$qJo;T*{^Q=h7UD
zCc4Sx+j%|R2&yLYGq%`rQKdam*g7E$hvr!L`_vU{WAX3XTgz)KWbw;%5f&;Cj;g;Z
zt?Gt;F8`^BE<RUrd8+7c)gG!uv)8>k(?^w0-e%+@lH1cuY<(u;kmkqy96vEOxz8D~
z#ypouRz|1h>ulrCmV3XnzRRDcI^I&{dvEKrgq6yVB5P_<pIeO0uQmG1(iA&Ltdx+h
zBP5bxHfm2B(Wc~4ds^BS-s`l>m`bYs%J@qq=*bP_uris%;jb;yRNd-_8;DlDj6a&L
zaQ>eP2oqfoEZ1S{%2WG?Y;|2qC7olQtnOs<<Uv*ENVe%R)tQHeiOn4^CYoSh(%u|$
zAY#=QQ(dxUyVv8LmS3-Z+A<o&h>pfj1H@h3eP>bDaHVKOm6=u_h+f!!Hg648-e*2<
zhwCybW=;BH$bCKSGAeCr_s_)s^gKByPJ~8jdO2xljBU(D#j&STA$@0V5p;XSJ@Zma
zCrQr3qp5{7Gsw&pvtgVdjr(`!$rbbY_;@;s+&!v^ur+jN$(c3=3LX9s+plWZWo3+5
z1Fw_!Ved?{$4o}ypIR3GEU9Bo4SY*kmRtF=FsVzhte59`A6YQ=fWb5O)UjOcnFTzw
zNQE6NbfnqTm`7LmXzpCo>@~AtoZZugj<}lw59>HCwwiS;Q$J~=L*}vhPYlr;L$=l_
zJO>pOXR7nQqY!GPN&oaVOC7s?tyzn^s(Uy;TlV1`sxcevC;8T^Q)gk)*-LB|cAiNk
zpP;K_RnE!3XS^T5#%3wEeO|-kNs^YiW-_tqF`-XJ#1pwxZ{~mZxHfuchx0!7%q}3?
z-~CjNW<R045K|ghFe3Zb+!;N*^N>-61&g|hEoncGR+?xP@5r^;s}S4zxHC~(%AP0s
zKIcm6BdErw32L~i6E|!SYj0s1k#ut7i03gbIt5hn{j5z)pEGc1(>uE*pvWteZCQ0@
zD=&qLc`a<_{V4*~PS}>Njr!y*++yDw+F$ZArcV6#_DFF38J|{nX_hSe(@T86db;14
zj4+u-<?PX9FVDxKDlW6rn&^)a)ZXVh9zx&b-0)spgn|1cwD*RYXtxXOjOV0KTSmwb
zb#q0G^U>QFHTO)^)37D(!SPU<fj`F=C~BS~B2wfQuvb&$tuAxh6Kvy?cJI&ccR)6w
zbxb4eAW}v1u_42UxAC+&)T;6mA(Z~ipG0{4+()Xa#PWMI4lu(hB%9o9KNR!GkN6QT
zN7Nt_C5qA3%=X;Mm_Mw43aUmp@XD&ttmpD{6<n{Eb+)$a^^+KlZ!XYe@V$^bqc~#8
zig8GHkdIhG_C2W=W6()1X1Lwn#Im|)MLm6&+kCc8C^s)ppTw5-c)D;R2HUU5M6=jy
zXJWS5T9@s9E#jPT|CGwnTEra~irtpwX6!^xzn4aSv9x`1b1YTpoO$PkNKRhywM7u^
zozFz%BlfPA8)#N*mL>p}>ZnA&+y=q6kdj;cNs6*uVoTn%KNDdgdJ`7cEKasE6_V$&
z#2eT~qP_Cls1}qMiPCyM6Cp~T$q_v^Ypj{9$5S3zS1o-iZLaa_)Iw)s8H}-sT8^xa
zM3pP>oX^Z>)xin9%BftqT~e&1AyFXJwb<g<IH91T(v~0Fw-*#4(8*P#h?_B(LP%Z=
zu8{e1KEBi%=o5288u{@=3EnT#&<KZS8p-<Ea>m?n?7=vz82z1k7He9`rTjBB5<H~p
zYD8SEZn@-`6L}>Ta;fr3Eiv^^=`#@)W%*P<mEnG8zl&>+qtp5GH)vzg9mae=+vHm~
zj+R&~8=VMMiE~-i32{}oa~|O3=JqD%ith4koj0wyf<|Cn@*Cq?vbyxWxg7RLZ-hj5
zjIhrv-CoBojr4ypveukr503gX5i&GneM`-;x_sL>1q$i$)6k;GgXi*sY{XhozIn{s
znihBwto&WWL9I8*tbZ%N#@SE#jXkLN%y*`tPt1y{7o9Q%;sR_NXONao{3KkZ)$gTD
z{4On2s;h#S8%D(|HjFsNJ?T}y4^LubNKW55yZC+Acvt@vPhu?WNLL-eH-~&PMJ};+
zk4n=PL`1#VVaJ1qdTsy5E<^3nz9cqTpWdCEqx6dPG3Fri4@_nJ-t_V_vqV%O<NC?I
zXo$&)a+4L%u7fY^`_(s(^((e+Ycd^EB*K72Bv&|ZmVJ)G=Zk(lp-=>@>_s!q3EMn7
zaQj&6OZ@&lRIAZxiYG?*OQW4r?lS14VPBiBYl`OS)t{%>T@iCEQ^(SaTW#O5GusK#
zAB{>rleH(J`aO6u=ip`LrE3&;ZLi0{EAm|`a;>WN=+1^%_QAt<(f|3Y(TE;*vPFtt
z$tCy`e19vi7)4d{3Y=@GG~dds0DB~~FP-gFJc&<{kK)@-H7aFZ3p$Ew+fn6N^G)HT
zJRMU6SaiQnW2vS%+Pkm4r7Qwo-skz!tRH<iZO!qyR^PaqS6|%A@M|5n#vCd=%{Eku
z=k8iA$!XxU1(r!fw;OChZpC%=xAkDGtEBurXj-BiGkwfWyWLQqJ9R1(_572uwI4%R
z|5W0we_ujI*D$A{f8t0Q*3!{N_;bqvIWdzY&k^oPvzYVZ>TBzAW4GARoalzPEa{d$
z6(fr+d#M2>4l3?tea@f!Ws<jNliWKdv=l!;l^yQgH^h4(X=l<g5_M|6`iX02#C$Cz
z@{Q{rdnAu>ek3mXlNgOo(j{r0^9Ntaq^SPB)}%ztjasXC664U!+8yH$m3%T_WG2;u
z=D37s3|DP2c@p93uVB>gT53*Aq4+Z~65rvFIx<xF$rhj&@z|V3OlQ0|)7M@c@%zNc
zG(qOKGxqYX_6jjIk|ejWN4SXb{A^CL)!wVs?e2Boib&z-Mzy#DwT7jiYIHo+C6T1(
z73Vo0`PR`p31SV2=*8@nqT<|M$C3pixGs8ZvkEbnBSi2|h+O9Hn%7g+C6afciQia%
z*6tY8@4}N96&96FvfHX7>a6`#Qf>S{-}+y6tzF*BrM>cN`PHb8EBhXBgeMWdw8ORS
z;jSY!F_&~7Xv$VDQ^!c#VLcwBUWepj1Jia#BC|JBhTh6c#xyFXO@vCPL;8CvwXVkB
zwWjm@RD>t>Y1gE8v}O@gw8nx5M|#%lJN2wZ+gpy&g)>h+NqN^Kh|_m*t!W%f%-M)8
zeu7%(f|t&|kMby%sR)bw=JLtRQ53xtA)_ZRbx)aaM$yE+yA#rPxus!mu%Gzy-QMxk
z#fbe!vTM5VBtnwzrdZQvI@!{VZ4ph4CAKWohh%?ap2Sw6M_cR9)RZ7zQ$FMIiu-|b
zTcuNARAOTqMtJD!W7~-7UYbWr6a0SKAEd}n?3qRp_VSB4BYNw^!}xTnvhn$X<1HR@
z2gJgD0=AZ*7(<Ut#h<A;#@r5CoztV;tzwUa%Thb;j-@4%XGuajH|@5Da~JeNIpy|u
zt5K&<)HJ$f5;umbMWYs~+#0(SUlI>DEx31ZJh4{ICl!0+h?uVaU5P8sH&qSNopb3E
z5uHXoR?Rn_v{C6?M7~8}4Og7=*Am?GgflyQAG+ssqK<*xR{fh^nofdgi@bW+Na3TZ
z{-bYPnljz0moYx3#5k)qx8gA$kERzBYglbXLb_>}jW_Hlr&g9`CYGpH%T2GPs`;#2
z!l2HNKXH{<gI;^;kN(z>F+tqwDvw4=G42?XHae~&iFLhx^PVR$lAfDaG($Y!(8{*X
z_??A@8FS*WvX9|bE<!`zj6}6hOC8S}-Ldn|B*XQbx!%m*&;M_$cI)TzpNgolT+PTQ
z-cy|&n(GbP*q9=|ZSh4cTQL&V2bqpont5l($(~j)!a{D0m9A%0(R5BqqFad~P?@tP
zWgW|<FmXaRBt=wfp^z<R3nFndb+7pDEHoh2f%NS)p7xU#9`)(5y=+GKA@fq{MD=_V
zi6YJDtrIp*Rm5D4k<g9Ya-urU64Lj#DN%o>g$Q1GM?$+t;+X7~z3VbH_CP~6*1JbN
zrhNV8Jx^llsNdx^_Esk__5pD&RC)!@dBr@A@pv~W)%|n3vvf|ADH^N**<{W|-Tjn5
zDY+=C+1j)nqttW)bvdsDmGZ?M#l#qN>5|pVBejIKqz<*?(ted_v1skjL}<OgvsU@V
z1`=a()+?tL8eL+n5s`<*5oZe#xg_+<>Eow|mbmQ5Ml+RCI{i&zl&a%{61(d0z#MbQ
z`NU&>n%WB<tMotgl1dso4!s=`$yDtYtVB<uC|lcpm?%qcpWbyjg^?t$jK0}Yw&bZm
z#T;b(nV5opR(8(O(*Cv(p~<B#mvmAL)%r|~NHbZz_P3-^^zA%znapE4J<Ff8@Zb;D
z_BX8Q-xg%xNV_vV|3%Ba??A@3G~>GO&GRuHO&%h@zBNp}MIx@GV@`Q~-J4f6jnGKq
za^L(0q93hNu(Sar)|Og2dY;6TLVJk0<cT8Mkf}SRa*6Eu&iXSg6v}FyHcV1~-{92o
zXqdN3)rs8tFj0;L|Iy@X-znDE4#d>LilX;*^dNjx>CwVAPV}SpAw4<}f5s<1Qa>Gw
z;9h#kB9L<-fpZCqzo(R^_%jg}-I1wNcf?g>Ih@72Z`wGQdGwST`Us*}HX}sZ|C10=
zWA%yT^!Yh9FpYLp`l+Su()Er!GXM8&?rL0mYCa?P>3x$w;e>PA(?>l2#QwPiJ&0e)
zkKHy=o2>8fj*!v+o=Z`z=cQc7pQ)+Tr(yivtsMnD-&=pCMxxFIvF?(t^EZu3Z!b;A
z;_zqMl&9#LC^qL0c^>EMiCOh_-b?1E%O`b&*1FxhrV9HD6;)rFDmusJ{=)Ad%RO6r
z&*M5pY8pjbIr)2@O|dHVg4|Oadjh#7IYiBKBxFIqo9^+`pL}gzf($%$y~}LKWo6%d
zGNuwz-J@YOmU{DHZV$-J(1+6F(a(Z%5f;Vz*u#=GxsIXfSWbMYQ;Fyi-7CMT&OVs!
zit7Op8sGEGpOI@nZ$^$|lH8J?*Y-9qEE4=zd#B4taE^evgWp|!W8JDbS6UK#6g6~i
z4=mI$*6|=GY(1LSt*CS4l2gkG(iO`Rv9EK-Ck4^>=l1-8-F5777kXVwZG@(0-`{+b
zk|WO1xKBuE@*Z)NQ=l=W4*B0J>TJ!)Ktt|1-?NRcO8N5rNw>>QNzM(j<v7ya6Op?7
z2~o)>eG?MqsJ7Cf#u`xu8B^Bom4v1J<FVDMzp3X*j7D9~yHk8aB&r@#M4NqU8ZjD8
zn`#P4yH@Iaig!I;Ufc_KjKlOR5{{Q@o#s4VdZ;d@sSBn?z!Pz+Rfp`6l=?Ffx5$C1
z(GjOI$>%m8LPHF#zttmSY|iMD2#qE_|6*8(jUx=B@>^R3o^bOIo)Npp`)`dubsl|$
z0x>0*@X%?6Q(xL`lmFeI&6;oA;v?EvywaqT(b90JNapayXb3Hz+W)0{C6;a>IR`U6
zC}QQCjgZ=yHq#)DE|s+&U^#1v?$O2A7qxj!r<Gp!A5Bm4+X#q}zO<f@rnIPQw|G2`
zHGZEZtlAk!R}v3+*J%0eRXiij<mrgs&f`&8z&0kuvF}`cVLHJEG-6Cq3JU(-xZFoY
zu#RzjD;1e_A$RfHIp)$w-D~t*@pdfClMsRWv>n@3e+;ePzBME`s_g)p98dS`_14$u
ze8$=)x!W3<a;KkXFVu;>ilo>^xeHb|I<0{Y?irhxSp1$p>U^3iZ=pDjBG3cxn5L4W
zKD8)+Bxk^Z#HLx*2h$0JSZ4RtX>~J+C0$O)5{VnQUG3Sz2?Xk%v2KpZYK#ONIx~WH
z&FzZwM!)V6VYX06b5ai3?udb9Ppcav@>}W?qVLRG%<I#l%Nd-)TEHpl<ivGMA<}Dk
zX}!fblRKVDs=k0KQAxWNBRPutm_70x^Sb65{Yj!pZm?$CsBbBVu&^)SNSP+)(VR}A
z3@5K%8?x4(MY6u5G3gXxvd7Dq#ywOo&)@^`wRo0j74eL`?pXTh1`T1sHZRK%{{Bcj
zKF^o%EYoLn<908v=rdr0gy)EQKx_>X7u<s~=Pmz<rjwgJG@WO2ek3<X+d(E!L>Kiu
zRJpzc65<7I_*n1mGP8K3^wP;vY{AV2)Fa3jI9C<Np<s#YFG9IBGOwjZlQ^6!XA7q)
zBTVzNA2;UK(Rj2&IqxqZ$EwrZwTz0mz2)1F#m4jqk^9;#u}e^-W3^qGKf%KJ-yr_#
zN#b3~@OnFUqZw!HTVf>i8OSHnpT_btf8X`WEL1POia$x;mD5Cb5A^k#x1(uSCSx>s
z2qG~0E_{O8%Af4N+!w1oLtmOaQ(LFP+mh@NoMd>VB<V>Dr=pJZr++Z7MpPYVgmf&*
zzkQvP+i8bH9XGG+a-{b_+x$tQLM~aFtGx5p+pCtgZ}oq!`=V)#re{7;Zx-uudh41m
zPKW$6==ZHmzY}HD0jH)xrJZUpc^IDUh0%(cQ#OSXBgN;$u$0Hx?i{1)VLdh1Thp87
z@4mNe6Sor|^`Y6W{WbsmNhC}3Ydj0;;UFCo_sM=<+pEQ~)juY#O5DYE5m_BY&sszL
zNkmUo_tT%mG}+Eo|IS)6(|0ABC<5>CgQM|5oSR2jRH^U55=Bk1RjjE{KZ&s*DY-xX
z#-w@abT5DJ(cIEDqlC9UyQH_{zen3j?fdKD)~MvfZ;;+TNwMF|qx+N6CnB91MH9<c
z`mP*}dI%3KW1@rno%uHH4*#~1FOA7f{Zl;25$SH^Cx*c*0KM73ak3m?qOSkW+kKJo
z`K5ZwvTf%|4UglRH7fngdI;2K*Xse)yIt$H=GrAvBy0_rs@X3rQbPB?n(}daBp>W5
zS?jVMagk0`&P8Sr<GMf7`eXBcwaoWWt#^AN{D{Ay=2Xv<HEt@})YM&zQs*MlX?Obj
zOi%r{$rm;(uJg?2se3hYOuBR~bx9+UzuVT$ADxDXIlsn3-R=V}qGBdU_<iy`x<{E4
zMbU|?m=>jMjae{lRKH{AcxoO}ujiB#`9=J<mk4T<@lUPMO6M@4&r+YC8XDW)$I-=A
zhjnyr^M#Ham9ya`KSde+H<p+++SSzL$r?JH9`*T}Bwq;+KGOg1cu%AgbkL@C^5?qx
z82i;VI%#8*pZ|&Ibf!gxC&V^xQENO@HO}*eRAH!3FY(P~h^@c=`=jN_t3!2UQ&Wt}
zORV8SyA|uQMA5q=7bMDhZS!rir@ykgRgR2Pby(Ea-l#QXBlc7tF|zN@HR7zYD&Fg(
zW6m#A3L0Fm^D%C}mXR^{nMbC}am|?#J?D-4v~mB8p0fjNpuC%9hsXz9Bywj;=C1w9
zhHc{gI0_uS(<<gQe2j6)|6#Y*HaW+-w5EYu@i^z)`{mXk>0hiz`(hzlf@k+^Ca%7H
zMc=h|q!RIn9v1xuG8woSQ{)UJM7QV_^*iODt)AH#vZ9H&G=oA_oLPsMKF3Q8`~K)F
zq#J+fx;$>+Ii6pdF(r<CWV+2+0Xjo;6`@q?Z0GTuQztKZmOF1_^w%cgG4Ia6BwyxO
zh)UL`8IMQBoyd6DyyqjjU6NKzHEOCyyXKI0`izOA+*oxJaHiS@w)4!4v$o^xeh@F=
zCRR%xxt#?cZ?V7xC$;fHIYPO^GkM%I;w1L@;9rDi$$F0TG^6=QqIl|rZ_Gv#ain^_
z;x$z)VykpC2GK$YzA%hXrDY-a^(Iu?phh|gPj*YT_Lcn!`5M#k{9d2Jr^GZm9+z?>
zb|l_6E;36OpXJ)SI#JWeZz6eRoMI!n-<TIsX5aI}U}1_|`}L9xE0$h5>3s$c%{FnS
zQajp_EBr%_Iik@h$7;XKlk)qBe-fR@uFsdC{QYx0+Fkjz>DOm=qVf;6bK;K^XOZq!
zbi1#fwUFubR8Ng-ly|Lcv5kn@a!#v18K?b5>8}bIYsb9jP)}0^Io6wnkJHb+HIosF
z)w^f)q^+6k_C0q;DO-6y{K+z;EwWyXXh&-!6rn2Q5msJZEm7$HoAt?OY`G?0%fFL4
zM){=v-q!SeiA0k`YcrvaV@{Etx_7--O<3nR$g{m>72gg=my77O?soKa1>(<?D3r(g
zT{G0r-k2BJ)06c`hu6#6{UYc6zBZXt0-8`xe$>wduGbRx>@&njwoES{kB0i)n%+2{
z=6X|WYyXpoHa<yx6C}p(1y>j7&QJGiU~k*!NXIhcdZQ+MuPMZ>_MWLPpH+urdvc51
zDru9>2dTQksi4@h#Fk33l>3yPC;9iM?Nx7#E75n?y8(OTk{Ys0y5r+X`Q6$##3_w*
zlWl}y-<vZ^3{>B!b*B>|5dye0f1lWH=NyQrz)zJ3+_v}7Vco~q+@YsmVrLp%D5yL9
z@RKy+O{vUW9tmEZs8A=*m!$*L<@?n%=zjulN~#c_l7Ad)+2=f>G9?}nIU}F!k<d<!
zWIa@`;m^xYar%+-PA{g~O>{z)_-#a{Ta>IZ5H}>GI=fbODVVKdcPj4|*Sz-Kki3Rb
zF?ju{_Wls$uIAjjWf-NR&sZImsnqYXE`^#d)~#l9DP+qLH-<zub(C_oFXTzhwOszR
zxvKt5glpf)%=$Y^T)OM0{?r}wig&O6VwzFYPr5t0d1-{lnrw|wF3skjslBSpMhNBE
zsjSEK>ofVyPVrb%uz`wFpG`I1NHX{B&Oj@DBYm@Esp<QXSDjx0Y$MWb2=`4VG%1{L
z=hMO-1&mo`x*w%&@h2@@#8L25xXwGR+Qy^Fjb9id*<Fw1&gho3QBe~je!5wxJS#mW
zLw4DbOp*inlQx}{3w~$X$OdL+$o7^gFqAWm{-lkHjDW5V=TJF8U(RkOovZ!I_2QtU
z<8GUnCe=N~>X)jf%#;%GqxNL?-Mldxd&F-P(~g)!vqCXieu{pyrWWEI0B7OkT%X?;
zR8lqeLuc?>m`d7mhhJ+S+L+ZR65qmArUm==0_>fc);d9Ch7V%HE;r!#?u1M6jclB5
zeIK5>ZXfd^S<&tMk`6A#sb^>zTq1kBJPz%v^Vu!p&RAB)>aQ{XN-cJKt__B6cc@t~
zb%KVUF^Sv8gg(h;YjgF@&?{w%-%a%rpRD+yu{-9BOo6;fb6oe0Usz@~ldu;p&a=+Y
zGG-U38-fE&?9+qKM4tRgF3tb-pdG2TZu2Fe#g{lwZw3W@?sGjZCU*4r&#V07Phx%K
z{1Dlwa}-*!;fWcrmYi+3TppX}eufIP>PofOB@R^-z+NfY2f8=9S24Dy+he90l|O0G
zid_!x>>j84w<hZNlNbl{38Kys8ADA+p0tpta&Xryf#06!nA-9)GV{4j^O?fQrCM{;
zs_;kB!_M2IHH{N!>bcx8iDr6lzuL;ysExDE(8qIORehMJW_Nx&W~pUkZ+pZ^DyPzN
z75<10i_VjA>r&oZ(L@G)6sAM5j!rL5pXt-JR8cG1TdHDwIs=M^ra!OoAm4lQFMVI4
z7pG-=s+(u=PiL-)n|k@jYzMvb`PpX>ulc_AXPiIOdXS?OrK_sAR1fA8<TprSX{U%L
z$|tp@Y<;GUNHNONE;2k6kwblVaO>NIQgKYHr`$%Q8+o7+RrS(#f(6^kY-rhY<yl#e
zt1V^wGi@~LGvpnlxW9Ug#?2*&IG0SpZ>A`*5Gx?j^T|Q>&MZmu2PUCZ*kbu=(MI2c
z{?9+bz1{JaGIWNmRBX<j^A8DY%lAiykqMLXr<})g1g>!&^VS$k%CV8}Q^PjD4HJs4
zWiKO?^T}}CQ#SAF>VBL0c9BmSZ=dU1>&}Tbh5XzjS&F72N}ankNd{A1^9d$xacJ`l
z3xGCn<r&|DT<L`MS^iDu1@awbLh+U5BHUv3pg33X>gvxEy}q;ih925K{P~=ZPzI|M
zzkklP+LCK(rT&cgSYuUg2j|w#rO*9J^xeI&UJH%S8^>{-X!71fn<bs!nhCei=p+HO
ziSf7uW5dtD<5h1}#@v?Awa!uPyD6|mBgIZ&=tDK?@9MbJb56D<k}V|-RIjt=q*3g-
zYVGNH5>trT96#?NU0>rH_cA*Vw@Px2vxSN?42r>tdzk{mhPUpl!X6zj;dB>0GoZTk
z%%m#Lfbn$4(<p71<*rgPxfULxfHUy81!#F($3Xnzzduffv=2?S)4v+Oel#7tl-E_g
ztL1ZJRL9E@^6V3XvX7ibUpgaC4tF%?kPg=~rax7wk2P)oK1OY?!PCDf{0y!sDq24a
z=A1g-Vlx@5suxwJuO}HIDtR>BmCgi1EaS%`qe>4lCY?CB72~M=cW<mH8s}Cl_G#$Z
zu@mAk;uaeG>u=1j&Ur&bz($Dq91!`=n$;%LjN|Z^mP_2TpVuyF&ts9}G*>d8<)=!i
z{TRyM%DJM1v-JFRw(HrnIQ9ONac{$ko%EePukAg`Q#frT^nhFka|zKiPMA`Ui)AmS
z7`6y6tA4<|&fP-7J*@G!B<baEZb?wYJMwG!j>q;6Z%)yx7zfp%bS8!ApK@YBl|F4=
z$+;n$l|LyZh58ZPX-PD_W8M3jYN31=lH%DaR!65YIG>u^o)#*qkEKMHsF0(&PUxR`
zId!yaRQbKD+<a4aZ(4ZB*kcML*=c_!#sgL1*<~g^kq_#4I$iSj>Hpj!rMzP;r`|X6
zSjL2nB(`72w5H`QCpqtU7HPo}CdISfDb3~D|EAGQdOH?HL)@TN>;84o)EPKWmMEjT
zWBrMeM(Q1np3vA%BW-nHG6L_#4h$-4y8UWTWZUUQ9Z~yVOPy@t6GwZt8MNeDe?#t%
zxkbWv?k7t?+(;hclU|BKxHXVnI%M129f<uXDd;k{XC^?O^4@eibUKN_Mo6#SoNXCu
zG(-<nwtVm5L!%8<l9)F8+Nl~%n!llbq+78bP8>_0eLUHVOX2e=0pfE>)0zc4TAn!D
zOKiD@<7nQIdyuigId+}S<89Zky**5l47UO7ApyxlLxJ8uIVFFLbR8r_0q5O69-&}X
z%IigI76-5FoXTx&ZGFopaYZ0Tqnk>lK}>KGX+IAw&b}4U2n|!yaLCcH-Fb`stF@~4
zNsLBwZAa*G-HX+e2nT;6n<Bd4LzU-0Gj3_#7CT(#_AWQ08eV7JJc;mOg~8|5Pil?Y
zXUJC5$TyHDIle7&9sg8}N%6kqnLYy>g`8@d)>14I;Txq{3!f?t|6{W3R*{&fXHy;%
zKYLOtLZWQDCpQ|shkOfNsF8W5CJwbaGG}m!97AZ9yH#gk(b<+?nQlFwBIajTpHKE$
zR=c(1XH<e}%Lx~?ZTF>3U*)pg+eO!;$kFnwU3W;$vHj{TQjLAg_Z5C=T!fFU>H3)Z
zqTE)C8S_jPKb=F2Hy}8l)+<+Avc$*&X|F(EWuJ<pBil-entm~Dk_C$EeE$7sU_pP0
zo{<&FbM3KokCCG~hAQOAsyBjyxPzO(U!JlfIO3A-BmbSz<+a&C?qy~s`_g&^Dr(n%
zFg#R9f1K`BimTVouj9QcsCw(4$IG;;^PVFkNwq{no1<-@>aU-fC-Z#c$4ru9Ok??2
zzo(#D<`GAq_d1?mObDa-#M!!Mr<HBc<v5yaR21>1_;)JA^l69_+jC9FOOj?Aa{vB~
zX+C=#mhI6Qyu-TC>(o8JkyM|7!Y9$zDjsL>N?SX>GOb6RpPN^0-5+`mnqJGi?>$zL
zPerq+)nN~%?PSVdUHxvV-NkmgXYxFX593N~3l%iF`!?H&WcUo)XqRbu<JeN~;&@94
zReEy3<K@`Tgr~SC=F-tL0Y`82KAIW#dvonxU9YU1kr!)2M{ibqh9^&V?fQg=PIj|p
zD4J9}2a{XlzSv^)HqCw+V&-PO0(C|PnD6qsbY)I^I`UfBFU>pDTO5@~tWN{sp<<pW
zOUrZWSCfC7Puh89m;6sM<a^=N!{zhLQR}==Ime{$U~XofUy!%yPj4B%cPEr{oUNI&
zHJqvdY5$p~o#f5dk>YLloMB!@N=~7i=&5z@wb}gj)FXcpW{ziLBVy{EBi{EE(K_A8
z+o0HwQ;vjXrMoBD)oJM3Pa}uxQn#1BaI+i~)FcR7s9POBq+m@K_Cuw8imD+~qj+h$
zi`7G4)IVa|>5GY??LH-)t~k=I?Mly+HIDm6Z`BT%cGG57yxDx;6T2ulX?G?*-N5XX
zd3Ip<ITy`uP*Hqf)y~%4d3)Cv__mfM$Bygv0;gta!L=W12`w?#h{VP{zh&OTd1?FH
z?~rrHomiyvJUfn6A(lZVwT}^G(cW~<qK#0F+R&Wd*o-yGX`@fFijhqmoyC}YYgwpe
zM4TJPB8rpBdy&(JrZ3+b#mX~S=){MUCf77ux0qBxx6_Oh@d+Ut@LN`UjFaSXBdFAg
zEH$9!CO+o~50_39cr=L5@_O!a?Tc*^vEGXgt>~}i@m#_pOzD2IwXXIN)*(hDOM7RU
zSaYus*L3M-M6*civfes5zf3FoIsJJvGedL9t!26Q$ucspboAt^c(d9%_Ts2za0!{V
zU+QiQ?Mg~INW5{|tW|u@=@=ezQpx9&zBgNS-y*s4{E>5P%vx>NLGKf;)rQFJqCF!=
z&<U+lB(6;n^V2rah}?j^NKUUURw>5ZmLt!k+xIq6^%#v{wxi+AU5b)CJ0-Y3=^Xu{
z8<*zo`~=mLAQz^>HpZ*iE-dj%JHyG4*wh%&=PaMg_jvr|cRjN)N|_K{xd<KA5a;C<
zsoqK{HcbiLG9qHSI-ZNaO}Lj)w|U2@MR{Lj>9Ngr<@8}@x)ojapozWVG8)k*#R=2~
z=69zl1|WZ}Be@<u+>Xmn8zfvgom_U#@*rNlTRYK)6rB^rX*bg&%ix*D;ckVRKAhF<
zk(%DmwB_jbWUc*lT|!l38qGGhdwp&1Vw#KkMk}AYt|V=hY@gp=lI!#MrpkVrxnJg7
z>kN92MXWzVT_T@rCH7K`P34D4`@h;em!FZG*VCMDab!_{ThEgkk>9A95UEa(&H~hx
zK7G?@1tYc|HL~&~Nu+0c_n}K}QCruX(mdyI&hYDz+>x);Nlc~@scFWs(6PM0H*%_x
z>gGMGR?A1U&h;Ei6QVKc5NP^N>5cKImQ$Y0<<!qu>OLvobk6D3Z>O`Nd&+J79y}=#
z;hnwqL7(CKsn)P3irAOdC{#U0cc`Dy9ZEOBa9Wp}Blg7A!!N29WL@7+{TI3|`DvdR
z%~(I9jv|S^ODYk$D>lUkuvO`fA)~H`G<|QM1|NFneFgeP?5&HD*76bas`L~!Ql89_
zYAZ~_2|qc5sZDzLjAd+NRE+VL*r*+2ozz8pY^Z)Tx@ni+z7p1p2K#h0n)=L}p3G^3
z?PfMw)>0kEns=>@D9O`}$ySd}V$W44%2CD=zHbKWnw6^Sx;1#Yibm8;9i+qp_19#a
z`ch2Cq~(r9dxPGYtim~w;hY*|@$?#WlLluGVxGirRN9zWbL!9JeLVGUU;K2&5wF&B
z#t|yJ+%DHJ>hG_gXfo;PPbkP-e5Py3zwSL<R^w2Wh0WzPU-q8gioRW4MWp7dX&!_f
zCh?i!eRK303;j3sRNzQC?T22n*Ot$enJimjYTs8%YWp)03i<MAo4m^-lvw*t>HsB*
z_LCX~eS2*nVYA)`mM`QJ5w)a@BZ~DtM&uK0Y$AMJ$jdh-HSE08&k@hp7>}1`Cgt$j
zOScm^5BJ?N712xmu0AX=7iv4!^CZTCZ(hctIu!Q6X(YS5-q~sI+N-f}4%e$ElB3_4
zwsVuH?sGzt)-2J!o04mc+U%cfQ7ij8-a8;e-f1TG!<&|t(Rp>tK6j+YB#OX3qxsCM
zlE0AUls!{+{&OOo?Ewi5`~HZT=8~0L$lLZAy1%g|%y~pS>~x9!H-18Qkjx{zWgN&n
zabaw`YaHyRXDi`{p~c&GGOhmhw1qvE4*VuPBW62F$`bi5MY?SBq*EC8zak_aPc82i
zJ~pnywn#4gJhCP<TW9KzM&nhkwObbG|G6gbAML_vbhnmLY(C#z_Qo_zvy2D1@6!?f
zc3J#oDlokhOPi2vrORAKk!ED{Z)U$Zu{y6Rxc@8TOKen6tQUW##-M2mI?zlxzOi4C
z)I3^3CUwhHX}Q|FKy&)wlOoPVNU&UfD{j623fqE}Wv(Du3U=#a<4bE&#<t6!nIrMr
zTbKa7^OieI<LEx+#|3Tt&5n)U+^W`yoNxHRct#aJ=_t2KY|cmd#yPEghM`8LF1^=i
zlRPQYr8a|i&5>#IS^lKtBIxnueUeRw&Sx5_no~QkBNZeYEu349_4A@kOeQJJDO=M>
zx8w5d^^IWuzWlm3r-+R-z3lZLFyoKDF(k^F{H)I(rzd`c$!GSb%<Ju67oJl($yJ1w
z+?R~gyS{oG&W8wplB;v+NPg=lkU8DYlzoj7>0jQeaR$$oX|3Nvv+v0j;&4@mee+Y2
zK}`$d|J(hV^U&Y{i3jeP_ha7?y(KuBzd<Z#vHnXEbBoaPB>%QjXVrQ8qt!FCxAF`u
z&!;XUb5?A<b<SZa(MT%&XdovUv1#6m6Ydya8PV02eajQ7gWU5n$A?cLqH?+86cqU>
zmW3IcOClqO(@c$SWyLn|7LV;cVqE)5SBqj~$jkRck46wN$GLNcO|K8^ydS^*HIpu6
z;2rxDW_tB0<O}ZUlM$Wp;BNc3>Rhdt{=E@8CJ<GFLC&c()bRv=BbjXM<?8S2d9s8_
zH9c_X^p`50@reXt)VvCEEVa_Sz|!dra-cE(#j(;7t#lJAm1`<Akt|UQ6i3?Um=&*F
zmv7{D%nOkDaa#Ch$T&5AtW?7F+O%{}O2zqfn`_=JENw!BXt{dSmi3t9ZA3b|RpKF5
zi0QQNxmC}J(+z{FP|7O#`OkPO1r@hFWt(WXj8n)hR9A7FKJ%xkg=m`qh+<9d(Xje6
z`sO(<Rg{SERN=4X2kd1wx+Naz$Dy5IIemO$v&O{Vx^D~+@r-JRxaRx(sfs-{iDo*w
zbzbr;WJGhlTMN#?q|C4XKAST**jLXyOP;9X^mA?Bdj@0ur)GqWB<5z;)ial*hty!%
zd2%@|^cs=p#GL+f4P@?&^9stf@J(b5F<N9n_Gq6NrnVVq0C9S+UTT7@wvl5`A`XK{
zU6y>_Jat^?<wl&{_uN^GO!r^u#PI#M993_b4Ej>2e42wynaU6z8jLy-<7Ym&A(SjT
zp`=&&v*}#yXeTkYhcWFm9f~(6VsCAsj_bkuNf-4YqGGZv=oR<8=}f$5{(7u$7RNvl
zRluT2oW7h7uXr>jGGlE1pNvnft*f`pF2%gxk5lx9RPA)#U*7(FwB%^c>z%9Lo6Jy&
zry3m3B0+<r<4<xCpJ+p;+7%39@}qghY?SwBmbxOX{^5R70}{mtoFr&<iugWl9@RG=
z<z1N(k$$VEhE1ko*s_1e$4~0F_Ef&kpbuSs<ttQ8bZ^u#H(B@FWX{z4^v|+p5vd%l
z=b(W?JvSA!yO{gw7pEWHf5w_leEy!%<>(3pTPoe=ENeOz@MtvnL)8P0_T=%KM9~F(
zd3;2V>=0QT?Ipm&i7zrYI;=X$RL=OhJ%(qo&h976-1CeC_2L<;ZExXM+PvD+0XT<7
zo^RK3onra8cf!=@@ifyET%U{|9|<vi;@+c=htXcCSY~=8Ke7W%9AUHjXq3-mwJYtt
z2xB}tafZ~yK7{D@J+l^ZJ->$z^=Dd0JpNeoA!wWa);*%da-zz6^4L5qQg1cpEKJZS
znu#gjB2^ZgPW*ZX)l>obe2Vv}$Nbjf>?c!}rVgQIA)nanzh>;>TFqHl@qxcFteWR~
zKdZ=yZbU0czf*CG7RJ;r`IMxsv{WrCehyvKkxz8_tfGrkXM`@Xy=v2i95P|~{DN3?
z{`=pjYSjblFGpIoub*vEh4{A5hnyoZnqT_DB1vlK^a5J7;WO}%4Pqz1u(|`05jFkG
z*%>@6p5#Bx&M<Fz6Yvm&{MUr#FGitAj?du}(*^Hb{fA*-F6q&P=-Uh8Va7<5VK(Zo
z7ssP>j{h;?z;j0DEwRC|uaR}$;<K>LvCYvmH#+s7COMar80}&EW~wM&PI7x^f6w3y
z5f_!s&n6vWUv%7+I|~bz_dm?u-ktp9_ZO2DS=~~ay|#HN`K1bk#rvhvhu%1S3#=Yq
zGsd)MC8(r@$DY2`h90lF_4Fw<;fqz~{8FnczVB>EjL&;d#1zc)Q6u7}h<|HP?08#9
zMfDw{%o9VQTs7w18A$Nty5BsWTR21OmA8}6{oNu!w)fHP;Wjs>E7-Zpd6zRblEf0k
zIpv&Rm!}t8<LsNxL?q3N<!H~&Mob~^(=B&d&WSWMv6HBC*JSAaBv)>qVk+&cZ7=LQ
zb?1xQNmYZ^&-?7HanvTty_D)U|H__Yr@t_qn$J0dE^{=(;uERtHhpBZ#Q3fXuNE9l
zA)N{N&D9@ma^kn9WAN+}w9#Foe=_@w45N8y{QX5t%=$W=JaX@m>^M$%^S1JqWZ2IS
z_{<(TDcP}R<%vV^_kL5<lK-d67EKZKpp8Ehp_QfN#4w1TO;|Zmh8!|oRr8g}u=wvE
z&4=bPuPwF2L`**8-!#F*e?49Tuk2Ngki91H#QuH=vFOi?V$}7=aUQFw*p8kZVRWzN
zIuTb9d+0ZpGHpTFQt6L%ZRxw!O(@?%_x;sqka+f7a%z(ET&|0MnV#lTgZ}sN>yZ-Q
zo9&L)K4a{2%5YP)WcsC9bZredryf%3zwa@q?fRN0-ZzdDs&r<>XE2nJV9#~#mOHK$
z$;24~@s>-Hdz|ZQSB{IB)}^~Mjz_Syn}3Wx<uv*EPctf-wpu=62%dep^v3+>{h!W=
zvH?U{+}e!-``ell2~mY-BV_ySJy`qh^m$|2l2e3^H+GM6L_Y*k#?f@(+p%}(aBTCB
zl?Y-x-rwo+Q9uLcQDWOId(yTh@lXBDIPl8;<y860pJY>~-!#F&-kAI|d2A&#?-{0A
zQ{wN-QMTq$%J1_yT9fPP&k_#KF=}ER4c9kpn^K6o&FQ;x+Td|zSvAQ|?Kh`U!sST#
zb$k5MKDGCQ`Qj(WEw;OBn$~GV7miqlUiNxj;Vew>Sv&gKY{|Vc>Q(;Q(8tu;Gxl7f
zmQJ)t&ijz9OEr9R&bPIZ&nzK>lTNd*trCM>CaZ4K>^x*H|F5t5kewxG>TJrle{M8`
zVqZ`G3{833khQbWspc<PTSkXf)n+$lv0aw5HE{V{|MF-4w`m?8m)W5IW3msoj4I5X
zvzhq5eG_&AtER1-x9sUdd#c&72ll(?_BZ^+{+w+ox26aeJNtwEtA9Sd`j!1drmeet
zKeS32X8``6tAD=wC;N%~pXeT`Ud_?plWSMcyK!suJ@avQ3^~6`HnPOWyda*wmW=vI
zjX3rt<M_~gDjejcsyVW0q(tm=?ZH<gj-QMn#w$IV;svzt<xe=FDYKQFD~oOr?6F?)
zXU1^qezVj!S)*(n-^5g_C9{6ggP5K&mJCgMchXhr6ZCYbcv12F&VC<DK}@F_N6(WU
ztW*h!L+%;kcc-`{mjJ3^?4kmFgm>Qw;O%&+c|0_#-nM`B7J8cqE9a&}wQccbEGvCj
zUs?Pus(Q3nBcs-}XLYj&*+cUsSS2zC&Z0Z-Ipu||s!>9@vt?72neV2E^RCfRy-{k~
z++{_@hEKd7qW#c(z`5LhZ2tI#p`@Fm8|%<5{hxLZY0F$qTXqknSRwa}Jz8FWrbhxC
zExj=Az+j?`+9`M7w0+ds8ssRkr+2ali2SIgBN~1wt_$JA$yTzfF2Z+7KEqw4kV%7e
zKG&LFpWUvX)cHG4dZaPGr|Mnvk2+6z-)y=%Z1im-e$VfzY3JRwmef!BkV46KO-D3U
zLqy)PmuKs=?)Q9mvh7qh<O_+E)zO0U_d`0KZ`)f~@krR9?+t4lb42x++JDxTD*j9#
z&vkbqTK&eXJiSWI=rB<LrM+Je$tbsCO4iPbJMtZ#?;1Ad%dzT0xn$$1_Qdf{tt~xI
zdZ=5X^|~dsWlj4;G(BHl*+oZXS^a+EC4Z9e(cQmoSrSyNb-%W$HKk)oS*K#E4S)}H
zR0I4eJHu19#GfS0;vyN|dqYuZeajH>Y>(A<boAvCW_f(imK-Vj<>>!HTQ&{UxpEJ6
zYnuQEMyM;D%Be`zok}|0&Rp9$5mj5BlJjgft>tAL+cT@5<=DVLWK^GQZ+&mB+pW)x
z&<z`eHKK+S`Az&e+e&f@9_`a>Ii#Kt`JR}Ub<|UG7yR*O#wfTJcYyM;^kdU@L_bi)
zI+)8F^y<SuLO;!sKPmJBZ-RbcUHZORZ}M}qvrNOd)#mR=PsY&wU|#Ru3?1`4>|?2O
zn;yLJXGYL@T&_JQxrK46U0(JcO|cF;ovCWn7&#9U+giQD*6e$Pj;d=AjnS_cMkq(r
zK$l*U$o~_K)&3*$e{-E_eP$f*cQb0@7vxu*`%b%9;!66)pBX_%q?q{3=^mZ%p=XmL
z)BI)rr1mU)W<Og^-lf<kbpaAmtd4Gssr_<~jJ7^AMnh_9bazvnm?I@ZVY9)UrpV~J
zMQ?p(3~An*KtJg9=w3+mC-{GGmE6a|$1<1XlF!tUC7LyYR5ibxiY|MKkkj|pa=7Km
z7&hgD$ws2h&<!8RuA8wKET-@XLbd?^km<FkrCRx=?f273tHoLM8tFMgId-VbZw-qq
zIL}-fWHnoRu}5e}7nr*X=CVisnQ5Eyn`<onPe#y@+vOJ9(eP_5Kl+4wmpSEHXh*Pd
z0t<^>(~iB7EgqeRkJ=*`=bU9ip18qjxs_J+8;np-(;H=6<B0f`9&%}w;av~U<Ijv?
zRBfTIgc5Bri8iJmdm^O9SaTQ;TvM-C8}{L_@29TO@%P8Rv;O9uC+oab1)g3z_O3=G
zKc??Gr}C=q5B1@@Zzq__420+&Pr<&J92ft;#>e(&)+yz<xT}b1w3=3N=d6dH@n_aC
zv4u8ubah&Zif@E1y4N`V-cqvS&uqmOA;OR59K??G=w|$xbwor%?1d+D<ZL7Ld?pHF
zUgE3f=+@+mH;6y8jt+lG#hGm_RP*V~b7upS$;^&C5B(|e_$6>YoX`nr#9Qpf`PB2i
zhq4<*nD81}>h`k;>)AF}oEFx5)&Ys*xU=({92K|0#Hb>zh`n}cMdHu&YK3oMSgMJ}
z-%z56b+i6VKQ7HCMv*RY&^-TZbpdh&t<UsgY9k^us4Z?UO>&H~a=nN+O~U-<eY0Uv
zOvc|_TZ<lk#-CZoMFxQW{V-YF{QuS`687CnxsLVK6m8%cWHE?CS~E~kGWORs_j;c6
zqx;tCUT9~e32-;A2lim7Khuv&StwHm(IgT25KB<~ojp(1anYq^-uzvolYSTbqjOO)
z|9Q_S#JtE&!1KM)=9%#f9esDYZ-E(x|FZutJF?;l|2>ypCB8qH<Rf7}Uj4V}rS5+J
zGN`%<?Y>CU1gh?%xMe%AzOjG4vMm&xz<*&p)%JpSZN>&{M8DCw1u6)iTO>){|1*oi
z*=Eo>x3IU3so&yj!_E986KuaW31Cu;Xr0=~GWz%Jyv65cZQi$281bo#y``l_U(Vre
zL(Uli>Yr!m;Tm!>N!`}ECNrYCW=hV%UY^?d7vs9i$G@0_=+w@?m>&FS8u4FOUtay6
zS9+dK@5EW(=>52H6!pI+YoAUR{fl{VW$8rQ-%fUpncO>X(Q(%3UrbZU_cZ^iYG5Ds
z=swsUzZ-uh#!k$Hm!D&1K9X9*ok?G{iTOb{&F67)D~s;)!gJXGYa4etIhStc?x8vH
zbWFV-r1fXE(!9j3`NY3=QhjeLzJ=<1mi<V0P0ko|-mZt<%!cio!9=JPXCvjHoJ%@U
zE@wV^@G^<DZ*?ZZOQhsyP9*7b%=xLs9^6FiN9$xdZ<cKL{kK$=9lVZBITJsz7Ij3Q
z#}kFG{|<XcDz)r<ZyLxhDe7Y>;wtg$oDi1%Yy0On=4pv3(G9wzebU54h^*Z{J%st2
zl;>|s{H2ZTweQTMX^yDW1NF|A--Z5Mto5~hM{Y`~-{SF)mJnovO=Hw<a;j1#Nq4U*
z_h4R{h>>$p>z*I_eqc7Hrc+P-BK}N7-59^u6Z@oh-%VgOO6GZ~xDpY9jL0viHWj^>
zotnms_p)@hdlWtK2w1_B<3k%qygAYv$IUg8o+lAyby~}*C!4&*gVQxTHsT;Z#DA0+
zw^@N$AJ%AA*CKclQ&G8h&UN?BpPRlvw12395Qn%o<o|p1YmS6l?}Xm{MgNlsKOT$z
zc8c5FJLi7y-M|a3<%@ftI-YwrEG;+h<dokgzfs4gM_%I3#MGT5+#<bu_aq_;a!$Ln
zSz9~+R%$Mf`(~(cxyIOM_lZcDDxF)Yo(^p5Gc}j-?4ab=To%)e#;C6EOG$L&m044r
zjLDI5V$ZjOKeSloE3;43iFEd~*H*PQcCFdk*w00D_H(Ap_vQGv=u{LJ){$24lL#ee
z@|mL`GSox`)!G~{IfYJqdghQ<bz9QH+%c2RoKo}O&*we(MCl!B8ESo|eix$KNV5C1
z4;*xCWB%?X6?FuTuYK2cIx~SmCf%Z^(+QN?uIEqom~NcgTH$<U)f}Q(M<rj|PfrjY
zYj4S2bt}?+!-=(cRmkoZtkmm|r73xKEdg$Mi5$t|Jw{lLSnv~Lc;_*ibS~1T7%w_@
zy`1ruSp_El>I^5wCa$=g$DirPza?To+m4lB_gi#rORK9o{5K{s@PY2xpC|cHCfw`i
zA`dcd<7z6m@n0_@r)N2ivy>SAo*4PO9x|qjOd{8^JdVB(>lWK~ycBy+dOsNkGv_nd
zEnMn6QSzErwm%b5mktI~rDblhg~GQ?29ER|^mwtlLYX23`D8^AUrld-k6}(`DUu*A
zL%-M~P)3i;x~)kr=b>VGuW73uOfD7MvfgO6cnu$K7JsG(9~8#MGQ0A~ekHs3q0=iP
z0i~?AvD7xIe$v8AEmvID1X)hsvIj6y3pwW<+&@qkDfMoTH(0X|TlmuAg3o@D^Y8x#
z>$y=&%KPPr6D*o^DkVs<$LA*XSd&*%^s!`5^o{&?G%DSuugkc<Hq?F>4RKQsay-h>
zGJ_>~W73|}dRzX-nN)1{{Covf)tG`w7TTYQ<lC{9*4nGBp!T`jEx9Xbj?S?kO%@wE
zN7%Q~JIVD~vQg%*qiB!yLAuod>LLR~Nx4L;o<uE)Op8sG|6!AeU)z6s^bm?4OKbc(
z)z2Ra)Z1dcvCKQx&|3S1km(eto70v$oSyg6vg~?q@p{Q}_)o=1sb{jyH^;d($3B{#
zRFa<<-#JT~<J`jaqwSXJ-RvfOZ2yd+<W#X+Ew7lwa#!=WeiCu~)nr%Mi(K-&pO)Nz
z5$6vzf}STa%Cs|2dkIq?bEJ-WtVM<Q^f2N))bEn?c$4`Ia#gR>FINho;PEmsg5KY!
z&z3RME@|*ya)10=OHm{<Q1t1{;<l=tzc-tQ7r{f{w;P#zW(nDE!%mg?HX<U=H4e2u
z)B7f6G_)==M|+Nl+Skp!%UXu}t(yBiPingU#q<;3oZDuv7`mUX=}Om`TO_D=vlWH^
z;~dpI$|0^_mT!8N@n`z5_FHIhjBS31b+pFkr|)xG?x}0kv7mK5*YQz<hPh0%KGXLe
zTQ#lL{rXAmf8x*72>o<CH#=dk@P<EH*H=^K_z|D`%Xv|EeZMg2-!?Cbmp@h`c?a!A
z&arQib8Pam)@`vO5%q=U@htD}!I-lBWQ(~Mhuu_55%cnAYK(DBS+~-9mfv4nc4~6=
zESAw+(;^>U%Q{x27q@ceEqK|yfX3H5gVwjCF;Ucym#RuGseT`kp4Gm?X{ldZ+xXV#
z*=v*Oq?5@J*~=#6SbHQ^NSLEIR_{3vS=P~7zJnO8Z;~18bT(pc?nmP}@-5!twn^KP
z=5NjTYMrVnyCs(=j;(b*mcJf~w(v1&`_QB`m(P79fViiYfci=OPV;z9maTpR>=UO2
za_oD~;2s;dEusI~II^|wjuiAzx2AXeWE;J|F<x9}x*|HA)MNSL&-7v+na7j1`G1$=
zhqe_-aY+7|Hg0SO^V;XhdXFr{pILtk&+)tqqAuCkN!erTUudaLBT$_!sXum($|dLM
zS`x@PgF>#7<KE(hz<R6~YN70z?Zswr+IU_C`q>oMJDqd=(lb3F_K!XjOD}uJI8#^B
zvOkie7jta90VS1}&LwpV$2oftYjsY$DA(xsB22o?=f(OdNzMD%O!K8h#QVhW&@7g+
z{irF*&9mb5YMRSFl1VQ-_DDzL?B_d3j@2Oa2EJc+CM;3*Xzqjffo+A!?fXAY1iXa)
z>l+yXgP2Vp<iZb4R+uE@|I2zH)`Qq!9_7rV&FytS^6F#liQce$zg)Vu<k;xJvA#rT
zkDY%z;|=KG_#C=oVoggjok$(2?<52CK0`XZ+xU+-t%s~!Z^q(y8vBmhT<^B{b9u_6
zePx7_7?g8_*gwg%_xR$9tolmSiRQD?^!V0fx&4_shEJP=bE<BOKGyJDufG8nMV;|!
zv0e$FSH!8Hdc)-Hj#_f-GZ96X@ouB-(N>mv8g)+Xn9OCsCqVqqw$6m?ee=cq1fl3S
zkMD05b-Cdur|ES&Uf6|W>pHrXD960jcI8q2vH2*H`Fg5C<#@MAz_GTA+jYr1)YWEg
zm?^;=EfFR2cyvhFH2=%u|Mkh(M<hDe6A1lv2>mU2EvU9=x+9ngva%n7MviTB;l!2W
z&%e7y)AJ-k45is;N_7g4o73Dq241EAJS<3#)je!+8}-eS>z9_}aT>m+uIJfb8{KbS
zuLjh0=Xv`cP2Z(aSND1>O8l8xj&;T$qOtBY9G!qay5`!#-Rhu@%sO&Lg?WW~W`S)G
zYu2UpnSLH@$@sa;>e#L+6jxT9Te^OmL2P_%W|U4;mGz%3bcCzNM#L?Y*PR=kOJuZ9
zejY8gK2ysm+Zl<4N<Zh8c)oXwQ~vt2*H+pQhBmAGtn$}&7FEX_t<P-7zwMMDH+7EQ
zs94)`o@_-t;`^8nt7SW$`6#2J_%mBEe`C^fok@kGHM1q-^Xl=}7IXVX_*VS<&sYC+
H#lQbQ>9J_z

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/output_process_changed_cache.txt b/src/Delete_before_submission/output_process_changed_cache.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5a492f1f571bab3f773afe92b4cfa315aa6cf849
GIT binary patch
literal 178354
zcmdU&Yp)*3ao?ZU2K*g}yjdDZxHn!6#X!7TL2_hE(QaY{FmS;8a>XSnUc{x1eDx&t
zn?H*^GhIE?(`Tm7vsg$ZhtJ{jpQ`G*SM~q<zu%l*o?e{(dU||%eR_L(X1{-Wx^}v8
z`nS{lk5As%^EdY7q5c0~?eE^&Ph30w>GbQ<Z%%)E`kT{t_UE7M=ii=w`1JGd?awdl
z$+gpa`&amer>FmHe|mHJvwh~3{kQ&2H->-xd;9tO_T7(94~Ad=Z2!u2`@Wa<Z}IQH
zw!h(T^=%LBGtce6YxckU!zcdk^!LNRbIqRp#=iBrefHYvKb^j@=l^#4pY|Ev{Ehwo
zPp9A6yZqMvpSSxrd%wr_{LjPtzOp}mbNa*SU+vd7_W6hQtLX9mbTNG5rTxn{?7cqN
zzs;LIAKsAfx_$a$c)}ZBvrk_PfAh?Kir+&)u<_r+fy!fkTtEHYr%&vSe*8VqAiYui
z9$(v=+#9{g!-20ZIpg<$rq54L>}@WLTF;DIuLioG)7#uMuG}2G%@pbQZC;+<4U+a>
zKXT}m(dy+Ob8qbJu7Bh%a(MsrXpkoO|K%BR?$+t6)1A?~PTyesuHb)S@A1y~g?zrT
z-#s|}Xip!0qCw*B<I~T^+50BfkL)D<>GXS}M*7?P_LHKW{_Z>bH-4~x=_mUMC<GPX
zf27j)c5YtT-+gOOdH&i?=QaE87xojJWB&iaAVcUMeU?vrX5aj5!1mdvbK<8-zkX$$
zxOKWa$nG_JH~vlD<(Yj8=g~FB8~gorqth2gsoVD7E&DTcLV7u?&juYi{`}wBCv>L2
zFiHQ~e)gU{;r(?o9@+1qZKCfV?BA1wJhor2*&BTr-V;qGDx!1wn-}(Hbn5iyK`#9U
zT500912#U(6KIHbaxDnnclIxVzx0_W_IGGS|IWX+Kk;5Xd1*A6(=2HuQTR)H_s{Kr
z`qMR|;0^m9|E)dw(r7mS%uRdpEBj8Q;NJ%fP#Fz^RJ<LqJs30#()H4wKs{{4tJ6Oi
zHNPCb`76VHVgCy6@yLEB>R#ASzqH>!8l6r5etzY<^<Vuvl-~2Q@9?!zly^Y#c?USe
z8$p+!1}gC0b6$WRew@pDz~SqL8GC?!<aC@nX0#=gpW5m3M}7MvYWYIw0p8)<apN6{
z+E^3!iq0RksQuLB89RwT`p7h`PAOXEp?Qwy{uX!5%3U|44>F`*n#KHluz}n4Ay#nu
zQ)v0i=)<q<L`q8BvR#<xfUNvrv_~h(TE4MAp=;m<erc@d@0^W({K}AgIY_^}Xe=5U
z5_ux_cw_H{gq^n>eLYCg#o#dz4UNyj`6Czo*LD3@<`d54dfmf0!aMld&Zf>SaWNis
zB<J`+`ANJg#P<yIb@R~hZ)Km(TQZ0a(eR2s<Ts*wJZ?C5^u#+@Rs3Js)bXjrA0}=f
z?{VI5a?2zg$(f>eFPQk0i09$izXk8G=20q+YSS|LN&oVaHkSza-hkR;ri&qVcHbt}
zI_DI9VCOjnDGK~$NXuRG39w4PJluB-H8$xlCMnMbO&@6&;;Zwpq<1aXb90dKi;q@m
zDQY?|+^$iMikirOO}%)0hs${J_spis+gg|G^U5jRGd+TAFJ+W|N!k%<|Jm$6(oWXz
z`6zQHzhUe-oO2GL{3eR5JU&O_#yQSNFSX{)Vr|xXQkLEb-uN3m8hp6>yLvwO4Evq=
z@|)ZlP7~39B6#J$$>c_SxodhO!j&Vfd9pWOz8oybuS~k08UD9s{m9Rfi;mvqJfg@F
zXQ&dP<;I+$az_Laz0Do-&Ci!J)MKuj#p1+J&7fBGy1<uf=Iyq;NuLu#ZApGg;>-^w
zXD=<s7@wIh&0?MN`+S{A+PKCeFN}Cw`He{SZksRB@`iDZXK$_GIkChq*KyIiv|65C
z@8Vvv+nyuhs6OxFd7X6+6xsT!QNQ)^2yPBpz_GT*0(t(GEV5V1BbjT}c(E<s`~2KA
z{Z;FU!qXN_5dYNvZ*s@vsMZd(YJxuRa?2>KI!v7=XtSw(Gy(5I7QI#zwAIvO8@0EL
z-O9WJG=axFd!GJY?{n+p>DN0vH(j>u4V<?&BZrNw{mQsPy?8lBIQMr^RycV!$QoT(
zufrJO{NIL{C%ujP)#Q5UIJ)@MHToNSM>=uvPWL=heRQ{Hu+p2tH@fQL2;!V0Rr2~|
z5|d6yol(?;=sKhe?wl*<aSVRbVpioy-NL4KjH<lnQg4ahhK#wo*c8Xn6GNYXx;5zG
zP~V=q7NawD&i)WK%DYn3ZBDQA6YJ^3C;wpb_se^udms7rSK|?RA7vR8OQ?fXaV#0G
z<+p6}{d(xa+aJ9pbtT@nypX($y?YaTM1i~uo&|59yrc5m7ej9`8GfE)vwmr^$gBYo
zpywLK8s0tIy1tCB?O!_A`0&n<qg3q(%Pb8^^^|!Q@_xTGzTGv6lx^mGk>OWATk4OT
zzY#kAbK`Xjk8;iuq3j!9@kV4{$slu{Jj0@H&-vT%7OfSF9?_Ni7s(I&(KH0|7QIQU
z{f)K%zI@?L#uc$8O?PY*^6y4JCfd@J0+R^0Kibl@S}GGNG3Rw6w$36DWzyRPPoI9Q
z>=Jw8qx@uc0h=CIr|>3QPGQMv$2i8lTzzn$gWwGm;P;vnfhILrVmsc-n+OXQoVgCB
zS)x<8uk_CQ&@}DG<jhr2q>M)SIsTsN9i7FcPJ~$g+Bmd?NB;g3lcRTb#(oHSMc-}9
z8H)3ZOK9#497D3>`Ye^{mh*huypHG%%2?E|Hjf#;H?F-lbdf}BzOIc!`A;n&BfG<y
zD<Ns+SIp%lB;?H$)&Jh`(DDEL^e=->j=gi@%ZLy8``0`vBg6ivJ5}hACZvj=h<JCi
zu`0HeVqWvU_((PHSuWw)cYbe)UQCEyH#_PXG&+kSO40GQor8G&(NC2Tkz-*hA5R0j
zzaN&;{6ZPaO+$~jOw9Sf^yJeJ&9%muY^#>MX+9Xd!WSZ+8&T$(eI}xJ&8f;ivqTwA
z&ULe7OhM3>kAD^+>ZOxz*~y1j#M5N9zcFNNPbg)$`{ANGN7w&-%NRbk$#Uf}n2p|(
zUNPUx97H24+d>z7%)2%pI*+sTWC@FR0K+@Yc*Od;m22Cnqu6phvAid@VqIFMki4~;
zxThC|JX=RjpL6zG`_*T=OS3q=tQz$pWLrMKx26-G45!XFA0(e8=PC4yZC0)yYo09e
z^zM)`!}5M>wDYYHkE}{ZwJyhocJJdyd1l4^l{G)A4=yHWrL!E@x*wHi)#9^v8D1*u
zA-_|30=ORWuT7&ezbAZYBLz=NvZXyC_$}<qpt_+m8X@Y%xi3F<Nh-TfM)>|<sp;}6
z(JJnqso_-qnI&4u`b?*Nes5>6H1|#y)SMqjNR_<L+OFR|)bhS+Rh)be#uBx9$-F#L
zm-$H6`*_Dt2u~Ehs<fY_)k?=wR+jC%CaKa(Yo1jv+T0s#p3^4o*XV<V*i<tDYguj1
zdQ0|cYsC4r$qn|+y9yqemV7tldZU<}Pxr8H^nZg2%Z6VPVSzreZ04G{=1EDS!GgAy
zXZO#BWo@%W55AF`te?;5Ln(3><ig1ALZ$D`+Omlw(u@5NsozfBXhg)N8bJ?RMm~kJ
zhD?Kn9uc;5(f`ACGOD~+o!0;(8hn{z<gDAKmtsGrbo$UYoW2JGUE=)3HPflb`$oP?
z!8IkF75HyRdL-d}^fx&bWJ;ZgY|&)fqNFN9)#uz%1A%MjqY0pra&><8-k#QVdBnp!
zuaiH?bqP;OGOmuQmnKhW0ZmDhMPven{WLsdKOYrXy5pW2f7zNvrfBavT5M6v$dze~
zbp_k&Zd-2(zvidD#!BWt1->#G^|hiwu|VuQgofnwV=EN#H>SYUgUC6~lM=2wLpByf
zWUlGugvZlOn$cM$_i(&kqlXHst*$WD`XV%Wj<w`#PH7dtLy1<(PkBatc|%Pf`hbWU
z$TU`uDAWfJRWUUFG#ZZZ^wIU+M-=M-mtQJYu_V+;Oa7UX{M<85<N3Pf_>-xhK8Spp
z)ia1|nax(d<ywjND^rTjPVMOOEP5_QczJ!Ogs10u18E_U=ZN}AlHxv4Xjd+CR57Af
zI}%g2%rW#(O+}^+PcC<QQpN+v)Cno87Wu~7?|v~vHtd6sILfTBYl^M?dXaAM-Nxj6
zR4saJJCB(vpic{Hr)Zvy25jucSKxP4-D~2o_@w1XYMv-Nt-5jAtWAy@pPrre!cEr%
zRb3&EsaWGv#WI&8-Ga+=T12oldG@_+0pD9gLDlG}iGL_YZTm`MJu=RcTZTBI#I}h~
zsU}m)&368x|LZck#8~ZkE`xAv^OtM~{Tg{}){eRMjL-vLYu)zFX0Z94JkvvydF}uq
z4so4Al&<bIW*OB7;Tb6+Prs2N(l%6z_LRnDoSLi}W13DXYL5e50HsK8-yG2rT6Ska
z)hSx6471Bbf7r}2*1L9&_M|M94XdF^E#=c)0<iGR3i)<f=tp!)ulG~?9e<89roB;W
z20T$Nq0F@<*xK$?h+;S-N1L(BRD_Ob$uU0N{vrQJS}C6rxeU_W+Seh~+{YNH^Bb?D
z1~t;T_xWFzQfm2}sWEEzHgoNyI$O&bicj7e_mP@8_sI+6dy>_Q5JtCm<Q&ayQyW4k
zGN&K<37xQv6w1fnDf*WDb?%LcIIu=b?|>b1x}=3-Z0l4k<+9eX;kizwP}r#Fs_%uo
zo^Hp<xqi!NnO99}@W!86!%K%MxuTqw+L6yZQ{1ge)g|{fV-!<4i0i}aNVSC}Lh4>|
zPEU5Zx5#EGbGe2RKaN<(J8NYh+1IPMF+b^erqM)54JG5xtYh?jHfucwWandUO*xwD
zpmt<XZ+!QJ{EXa!(~ptoBT9T*!^<12(@lFd$vvYLpPGlpCX836$8*W!8}sv#Q>ymK
zIy&O8>xSr+`D5rBdN^}=BlAN&Nfg;9PF%LkcZV}59i#bcd|donGUoDoVhZj%S-ws|
z;%99=p`wQ7BgaCgE*y_}97}qQyyc%+Lx^or+(49uZjnt<Es$Oqs5<w?@0o`A%Dmk+
zY0Q6$H?BcSHI?iJR!>_Katg+kzuGg=MnN<TX9K?mY;5rxBcoI9i(z6u_D}L}t$DIe
zF|?WT+g`WLv&q~$@wr);y!ZA<n#o51&12g=pQF<I_tke)m554}?G$y>UVQGP8&5}%
z`RizV<5lPEJXang>#J4B$|Xvo?Z`c_FS-=l_okiS*0-il;B8;pC4Uc}0MCUE$#`~|
z)9cb#ii+wzm}QMZ#EJLo6|?dT6FtgpxsVdpb!5bF>L^(Aq%MOl_j1;47j$DgYK<p_
z51L17M`>b^c{Y~3D>_c~Df}rW`10BrlN7DIjnC0KZ`BP!oL2AcT@6k=ftt<o{n6nU
z$s1VKc>PZYz5sOd>?-$MsRQl7;L%eZMH*v|9=!cDAQ>i6kzP#g*;hs8C-eNMMEVIT
zdH8T4_kfQ(;lyTW#+vyWIMFY+L3Z%Aajy;=Q<ZI;j;Xz-b;t!sDpjR_XHuyCNT&8n
zehd`sm)~GlqjJ<bJKAyL=%)F$`RU>P=#y+i8_Vk&O_?BAi<Pbo@`{CN<90i;I!UC?
zMrClWb7I@3Pq}B7dk>&pryBW=b+3z^Lrjj&k;N35B8xw>hK%n6*?NWuuJ%Rdr+3-f
zi3&Bmiz$>-ah+!J?|&IlCb?uX`gJ;*cr=#roK7`Q)@Vs?9NV@O0V^NGw!+@XI2mi1
z-OHkj-)Wt0;_1@4y)3f$Ow}MGQrhP0OO|@t3*v4p8P(Rc%<ffDQrUa=PUDOz=exHT
zK+c&8;Znv_993n(fA3bbRuktMW=;A)hV-rHC1dH%zp>`YIx5++c8k&KImeV<$E%r`
zC9MoyuolRkXmotth}*@~ceJLJFN-esba=8(H@Y6yy{XI4EvGh5YLH>gTC{Thjj>ei
zb5i6f*Jx#ZA3a-r5#BSYug{EMhSz!A%adhZlegzTbYP9=oPWnr+y$8?JeRd|Uyg!G
zvo^mB?JT?=O)`5>o-pYdvC%6guVBq;aBlk}lUJ~IBB=7l9(j#+%RjSrR(%J{I?cEl
zzU{2W+HoD3rYe^r481Qj>sP}fzgd?D7rOZEb57MfS)-ZH>`kSN%-&k{l<HDnq}q_M
zEO+F0>3Zmi3~6E(bKS$c9J&?{k8J>7*g0JD@Q4=`l}W0$dB!=ld9o&ZzDMP}Jv`qW
zgm2>Y$-48=TMBi9r27QxCm2rWoIB2!A|m9Rs4u9t@9T1sncJTle-xzhSEhO~?{Yyp
z^6#jjVNCh8Geh>9cx_sHS?@%oV)MCS?dd5nSBwv{lyhNHjjlfE-J*G7O0QG#?vP2V
zsZaLJ7hsR+bWG72mB1|>VVswqT*eC^SHEnRowu>n>u<N_+Sa&C4SL*Lx2_SXwD<H2
zi78a?MJM`p0xXT@7dhojH7;$->e<6a2Z>G&lL2d;V!b619p{yq<tVc+&2$fdG`6<t
zs?!A90?uSrB!Bn~)b#z#__?S#JFzWVJ1O*ILAmwFiCe4U?^rv-G5U36#7;GtA$lO%
zY)Je*>&VEdr3snwnJrIyAbGhTA6v0Cit<zIDDQpLFl$pXy^*C2HtRkXIfwaasG(V#
z%qd$s=IngVBb``B#jo+V)o?NY%o<<W^;)z42ak_UhmLcLE{We~85z;$7lXtp4#_Fi
z*D8QV6%LP!-dp?;&v9tiXs$zII!t-iqC@yTb@m}^nwg){i(Cd>%{2(-=Yd?ql<Ru3
z#y{_2Au8AGzUKJVA<2y-Q;d8E)@uH3rLO8J-R7wEQ|lO&>0_>!xnt(9a#TV#rNObN
zw7mgdYSU?Hk7rL>!FA8QFK-IN0`!X<i2Kxoi`OBKD9s{9-0Y1`8%H0S|NV04y&TU<
zPVtrVdh48SJ*V2RJwB!Mhc3<N>Ljcqsy`!Z=akx+*Y#5FEO8m1Shv4&6ML!Kx~FBu
zR%#;4x7g_&w?yEQhF*Hd`yp#40H9>FqcqmSdV^(;VOav`_#!tj-s%b^iFKLoB_faK
z^4oF7@3MxItjlzNz<J`-{RhgZu{Z7Ia6=$BTx(W3wu3z@HQN0!rDa0L?zxLWOV!9g
zy(XH<YKsi8A9gMSL?-OHm{S$M>`qs|3_UvEa3S4~<(yh0+3}uUBi`5?9ln`nYMAe4
zN@b36e|v<-`gG_RlIJ?!{^T=f>v8bD_NI&pDUx+OA53IS>oMhVWqk5#PG^};^pDiU
zx_k>BrM_)j1vAFIgh^XdwKD>JtPK#6jPE<&w1i1hS8nTs>b30!a9<`u7iAh_YD~Ep
z`;klNlsWd9PkoYGw9sI44eLCN<LW7r8nk?-j18}k7^#G<?D-2xD-C1hOE{@ak_}Br
z(=OGByVwG!rF(Mmx7N_Kj0{gtd0Nl2usIOTkDrJ3=N6C)o9)%TrcdqfBE0yEeeil;
zpX2r1_ZF;u^q)2>!F6b=JLeMDsTPrM=C+=QqWj+Xv?Kwyhib3u8r|FAHLdv0#a`zI
zpHvoP+{1x)$9=!r8X9Y$UI^>D*L5=boM;f$THStB@~Q25{nw^X@}J^KS^BAq)@Ipy
z>16tWz{D;O*;uskbW4!y+Fl&=C~J!a%Xx8x1tUICAA?(j*n(->muy-|<Mu<0&8^G)
z!0CRt=8?2c&Q;TkO@PzP#GlOqyfmLgcMlOgUNuH~LS*Zq8980NrdpJJYy(@XkUTcE
zv1OjqoIH})3+W+ybXgNsYhxR?BPqU+=QQ_5V@~(cgj*&L`kY&`)*e5mdL*3XRHQhK
zjdRL8;o0NWUnRfOHV?cwqHymf_=hXTrEc7M-Q45k!ech`&h^VY_K7*#2O&Po)D9Cn
zN;9ulqOo#)a8kXe11QBie;rN(J91;q((4>EnL#$TUiNzA%&6Y#hPa4gS1EDaS>dx*
zsY;o+8DZ;XC2kofh0VRv@%>}voMRt+#ML^hWbyC@pxSFY6Ll#2oK=thYtKV3+Nm}^
zrqtC*8rf`hB9HO7^)KnO9{DeBgCd$ZFYaNZbS~FxH+ZBTXCIe?^{vWvefT|WBsD>=
zCD9$r%~ha_q`Z%91W_&5dLdHhK^@ojoJ}BWO!oz~mvNnxX=1z@D&KF-)93&9<5;QN
zsf31ZY0wY{lS@7dSE<vWgo`{DnFOfg6FT^Pd(vtfCL&77Hk2X?BI}pBm#!L};_{2Z
zLqPH#nMS~W(Z)b_4TE?;N!v<2@A{J8H^xV_TiS)Zua=0VjgBqZ<{TSTD@)y;lLjSh
znjqInz<VY$ANO>%W+1oe403!#KhhUtL?th#B{Q`ZlV*U9(iB_Kc!Zs_Y7Md;(!@PC
zb$kEXq={bWsqf=YV)<tJh_k2Y3o5aLm%1Ue+fQ5Nb#Fb1Q8Cq^YWuqP*`}eeCR3kP
zPfB>yKcR~13!_Y*j{FD>IHfJ&7TSnPbka+EYJn{_1}%;+Gw#?v4_xCrJInj^B@Nqk
zCFg7UQ~o68o;)l0E#e;b4GYYs;k{0rpL)F&QJFu9P|*|4dE+jfr{=r#=w*y?uzeJN
zc-qI{6AF7#2f3c|%%4Q4$b_P`)rsP>60QsO#5C7QI)5ch<hl7fA-XCYih=1e(WdM@
zapV@6Cow&=ebsg1o+$E}A)Z7iJeNZ}$Bk4TpK#7&M0;kKB1H5Bak4qnWWHh)`B{i1
zF=-PdGyY7BLj6hdGMI(wQB{kOpsSU$@qDw+u{yb#YvY!#7p4WTE+VSg!0f(DoA<MY
zcl7<JqUIFym<&HLzsJmx9W7Jj1Hpx#3g3vz9+(b#I&ko>_NP5%EYF$iNhD*;S7R^S
zLR_V{s9WWZu@hUOGAdAHZ#*LFp@)<qdT8I7@_*XcQ<sh0S2yQqh~zzgyf(SIZ<i~Q
z$$1&m20Kp9uZA}JX8dC`%2x@c&|ZzqXj=kQA?|xW&?iEIK62exUj@nIV)yyRH!{8+
zNwDsgL>GgH+c~ja`yndZh7uxrR+X7eJ0+NWR8Rb~)4%VGFSaa5QM$u&Ofe?0wY^Xo
zb|&5=SM-(RF~;6m8%MX(4}5t|f@ni|7_1v8xkc<M`K;MtG{m@eqF9ZM6J#RZ+TV?l
z?}>Li-xX{B)nrk<aTljQ3>A%X)u$KFbw^W;uI+<}+)Zsad@n@0$N79{goRW$$a+??
z4~@J>3tfvwE6thpLxV>y?QjI1Z5n{hK+0;7BjJ|AqzUGF36F+;mAM6vzfqrZD<6NR
zWRGszIU_oFZ`z!Bh1_<Ru;l3SC)3<NwusM^vFOH?goVl_enl;Pas>I4t@P0j0C`&_
zJaC{@s<+{RTSzrFLmeJSwl=y*#vdBZN<ERS7;`Ev@saK(G?O#{ULhT7_=fbY&3Snl
z+HJ+9?QG;!=$#`Ub`H3RyRdd-nP1v}M5XkCy|L*bdJC?OVjx4>o|v@ljbxkL)89>W
znskHwI=_=Mu2n?x9)IsxhnC{WlHQ`m3ICElzc_twJjDOUr;oI1KdGk+OC5b4rLo29
z^(pSyk0=(OvN6TBMj1r0Xo#APz~mZYJ5qxn|BT`oc*4evl#3yM<dtWS8T?b;VM|1T
zKKm&=lWf@1_wBI_p^TI0*0Z0}PmOVY7_361JNn?%eb|nZ4xboHUeCCkyy11ud8?YM
zV__;2i+Oc;R0VN7=m>KBY--|Jgo|$e<7G=xm*ZON$<OOy`*Ti{+KveStK5IpgF@Uf
znNFXw{W-swRcWV1z0R6Wc;q<f`0sJPlyP$|F{2pGJ(FSXfkvJFQ#6r(fW~j*QtU%a
zb#byR%GpwNRZgmGL0ao)xqakGjE5NXS7yP;ViQ9=E_ecYJ*8yjr}DamHcX#^hkW82
zL-c&`$|E^$y-Ojd3>+^}2JdH%hU^NlafGUsMzPeDQ4yh|`5p}Z<O|CkL}*&?)8580
zO>b!zthVS!SXv~Ro~@||<xgVDa2p8G3Hg+`rvcA*-!6V~;B)_iDF;=~n9Jr4`B(Ot
zC0~&{IAW?#&(c&*pvLs4{7H#Ep4Y|S2Nj(l<ilPMC?lQ7_fNmWvo`x8)Am37RqEwL
zzH^^Dma3_I)L`Q?xfb9ZW2zCEsD1>^yeBSEEylH-W@YRpTzDS8HcYB!#dV@~o0ik4
ztSQmPs?H`F<&hEd?d)yjRJWbNn5rfE_*^NN9-2HY>nO6Z@xQ+$>07ymr;mkWmfFwY
zGA?vh4_tIvg3JA+v1Y*L#qnB;cGylcB>fxHR7uxf)v2qmL-nAHcI!VdtwiJz(<DB}
zd&;ybVaq7?mf%+wQE+~qjxsiWH`klN19)rFq73tXc5O*=-<YqOe0=YMS6>F1B`Sq6
zhxVn-7>7@qtXBm0mew%}dC{tr$|{s;(Pq!5evxyD{-MMZ?a0;6Yq|lJrGtoFXJnt;
z9Z24f<b$n(Xj|8}WQCb!EK%lYJieh%9TJ?ZC%Z{2`PwNp{fRg<rVF-CbXo5?+yC4o
zBvjLhC2Hs1ThC7}?>w2)1%D~^Y*MM(yR)?xhj-i3v7&lL$?hD<9pXIbA)T`S)QoG8
z+)B<l<C|CU=BVP6x7g3#a89N-;`kHCp`Io(C2o7XTk9B|&o<?$w)H1vMAH9s-*Kj6
z8<@-A^jpdt$$3QGo0x!KQ>UHofxbRG^}oG3Eb76g22RiB7;%hg&(lPnkFz_b4)uhq
zI8RhX=`)dE;4(}e7W>G}i<<Z>`L{$z``PI-8s(73)n?UlV~N%-w-#J+4W)!jJ2U-n
zbIEZ#o1c-kC;m-yZmAYePmFGuAe)R2LClS{B5sSc;@<a+l<;x(uNw--w}y&o#1`(w
zI;(_A6;UMU;Xp0Fb(AM)1gMtt6kL01gAzLBFqNCoj0o96?b{%((x2#1zDktxTc;@T
z@!8#}xf`r<+Ml?Nde3;dL|bhEoT7d-_z(3+`8ST2QGDS3URF#u@^fT@*67B`>5;7}
zq12w+HI(>^FT=BgR&V2N>_wGuVjbqxWYaCWC(=8u5*KT$5-Lq%O{w?B&M+IS&^8gW
z9$o;s>s<PnEM|i-dS(6ow^p37PAXAQzRHw>W1U#WOw537kNcTg(QmPe+<=oyWh>$y
zmXf?V)xJ5sT`q`wUfF+G^{1iq_CkqAJx7@=WuoyEG5fFM{tY_u+Pv>A8Uf!8?`@7e
zrtj6Gy|t(%=CmE>QG7cWJ8UB@*GEpy$>I|wbGF9&HqcJg)45k^?lVPH>mj4yBz_*_
zoN~5whT3iY7Ol!uhc@PovsCny6MN8Q9@*7)Y+LLVQBZ`9tuwK{?BRz{&&Jw|I^Kgn
z_Cpj&d@%bTpVl5I$v$eU(Uh-aoY9$xu*EugnkR@q6Z;`deQ<WY&aGKi@|9co8h>Lu
zDtZvGgGfFe<%ePZ7hW!VnEUQZjwuFL(7sq=ZL5)tkx3!qjyT!FCNQUpPd3heom(aV
zjA-C8#!^%$zy9b*nzO)Z7~@l(=h+~6)ZHQ--0ov-u@BUV(RMkyau%x9u5QDn{eNRz
zK67_r-H$pMrS8YvH{DyC+%@exryF)3PanIWyLO54<L)e^t_D*~v#A#3GjNLx(m0RK
zofG76yvBg{w6v2ew%z%6)jWyt&<U@)Dmv|f;kuu79OHSAf1Fm0IYDuTV~VAeL!Z)y
z&8hC|_T7&?rwZO9Qlvbaa_i+jfLd9Y(j@+=2njS<o5L#er$&0>&&;tf`-`MN2~FFU
zXaXnowtMty%yGE&Tb_P7_8en>C971+s4z>%^yny>(}O-5VezU35=%cL8L)RlOs1{U
zoNj82G0J^Av2&DuHwODa;=USsaL@sB*~zue{PdLOL?RSkS5<F(Nru^~HpemlR`g%p
zXL20Vz8dc!DWTb4nwf<qMtNa6A9UkMOZCcm*S`96ktw$PF5UFkHk*q7A5oF-TSG}6
ziV1Oc`M7Uh&g-?|D{*-ppCVQ=Ou7{gALON-LE@aK`r5jqpp}C7m~L^GHF_)MVqa>F
za_sWrlqSwD^@p@#i_h*FHoC<{vxF{nF0##-o}(U-;qvM5n<C=(@mUV45Kryoq&!)K
zyp_UbzhdcJgPe>2v4raGaU9kc6&-(M#r&Kgkv+TLV?KIZL6xSqPqQc8m_q><vDeS`
zzlf7Wl<`@VRq(wzwVzq06o`;6)z$DrKz5vU!<KHhZp2zXl|r7b)NR$u%b1qSlp|B;
zd0}mrTkfxH#TNTrYuL!B6Pu8?!P?S;y6+}IVyqTUj_-j-do1l>?CIxems6T9(mf7j
zgF(qW9e10?bl=lTw0M8aP0Ei)50gP*qhM@z+vE@{w4K|;IN(}G)sxejI+;d?WLRYN
zBVO)}?zKrhQD54vi|1Z5<=zL$Kb^j_U622A`n}C>erxu?XM`2)L=@V0f5f=|G1+uk
zfMfc`iE2t#Aa#g37FAP;PKmCtoux>XeIU`f(X;KgJjbFfeKlD2mYoO-zC;Zc{Gem$
zBKx<_q2sAiKa&~NJ!7e?k)P-k`Tg<hbU9vfwO`hI=$SA>14r6rUmh{TPrW1EwUeeW
z$eiJ!v#;<?5ltM))$k<$%rY8HV>=qJEydZAeQUsLxYGGrt_Tp%?03@FP>u69{ia%%
zQBjGk(~3RiT(jAZJU(^(<Q&ZhjZ&p6oz58Bp7z73kiK)Q5p=5(cU3IaCHvt~HZWD4
z$XHWzDQ{!zCs*3%0Vj!{*x*uwu9uvFPI8twO~hB4`s>A0rrVUSO1S#pOSg0iv~{`0
zv+E~os=qFu%YN2J8cZD@k4#q(8N?BIsXCYY1~pG4zvNNq)Iol@d&wgeCfFod%qfBj
zYmH@$wCcW7{A<XF6~Lk$i6x(A&oj7;NYx)c!!%$yUv{lfp{wCm{uzCrbH(`v*Tgp{
z1Xs!ZbH5h9i~CMnZ@Gyn9OI&&h&Y@|NqLH?rVA#IYqsIgggx_qP=uW-NPam((SthV
zHtCdkWE?_@oU74U>w$-fAf%`UO-%h<UTdCsW!I%yvg}V|Y8?Ch+F<*G$p~3oYS7%&
z8Sg6J*Mj+5J1w;TfI6e9-!V1z^oabM9D!$y)-deL5zgtWiDe?=Mt1nV^#Ev_=DXnp
zm+BNPd|{W{G;{4wo(`I0ipV<vk{1?pXFFy5Thr<BClL-h7@&;zoWv;Fv~2!UyiJ4x
zUGE)kYk5w3HS}(K^ti=nydP2<7fNUMcpRD=(0<&QGjYu>@xGjG&OZ~=LcKI>XYzA(
zHAv_Jz#ou>@ji-WyVs`M>gARxh5A~-(Y&JGCL6rWsbl4qJfi2Juz^(2*^IC>Pu&^~
z<eb9SOOon#h{@EHMO><*fV@p=axb%l1v{ZEoy#&aBvk35C=Lz1-3pY?eMFt4eH{^7
zF3DEl=i-6K9VEn;d*)nYY@(JU%X_}$W$~QPM4c|zjN)xvjVYhwgo5%g*kzt;Nc_^H
z5vW#3obqglz)N=>wRksM<cSQ9B1&pMXy~}>7z;!kbEGxLvv4f($$v1fJnqA$&*n%h
zyeqOyC+d$zm4`-~QZC|XB-$49#%fOq3;p5gPcgFAeH^vg(XIU2jKQ%sjN6B?>yqA|
zLN1~E+GIE8ZLU-9eeAV)U^vPdkXS?I-d)WTv_5*&?Iw1a+}SrK8Je2PH5>nK{6;n3
zn13e1fM&%S(cM$p$+E9jo1^f2{_h49SZeRyr>Fee5w_U=9F0y{^BCQ)2VLV^0Amgw
zDMh}?<U7-M%3A+)`q#lq$u?XKA~f+B(VvV;L|P>eqLqXB+2F}szOJS#D@TEy_ZSOa
z;ZflQz7FrLX`P$kTXgcLF+6ybXXO@9wBC5DwQuHK?<i^OJS2K*L8Uq$d3^dIHSL;i
zyo;o}72kHMDfgpj19~oXko7|~_79K2w4IZ(bY%F)+Ypwb*4Dgwt`R^>Z3-PtZ2`|c
z*<kPf_I`9GnDwbhw)&t_1?z$NkA9=LW6~Yy=nbk#u@~9uF--HTXc6hsG3AI@vCU3D
z<)BlZHBrw$8B;OmQhfTR9!&mIiMRfJ2^qfCn1=p|BWbt=q3#VC)6Nm@Nwb))IuCDc
zmH@r=#Lh;d8`g44xAdtPS*#DHyqn_CyxG_u_>&)pllsCm{i9Eqi0-iizBT@lA>Io~
zIrff`XoK+|O-E>crH4maLL%F^Zn0auE9XbzqCbhzXu2&)^PE4}%9h)w;7^{3<VlRf
zH?}LUugRJ9{Q7nY23M{zc@p6w-mRMp$lrB(a?0|WIOU&-k!a7I-w2`pGjgQbsf?F6
z=N%h7KerP&KCk{A`L|A=#P1U$Q+3yO>(%lu*SY&rjEu7CXGywKg+$xtqqv4__vein
z+<L09)k8TrX~%JvY0gJD!w&5hKE@{`;v+lFlvN(<YqV4@Ss-c69>?zyA%cI?Jof{$
zdWzXgs9JO;XCjwIp2VoUH^_AreO;Wyh;OZU>ZzpJvw!+%f0-G&dMoGmfE;JzrnydR
z98V&CX%;!@faAHOZH_5gxtcsinsRm@(YxBF^MLr(y4kf9m&7_`YA<4W%|8>N((Qot
zcj@G3wf5WV@Z1`zRyEzWt=WN?qB(7_;7HFp7HSafRH&f~Td2Gr<$-BoZk36vM(tQ)
z&PH_ciG}qW)LMBIQ!~OMySdy6-HM`?B1H5=&R!8tIAeVm|GT*y)I3Sw<(kGf$|4`W
zqav;^w%W%WKTjegx_@x}1c4;x`5Fy!Ec`nW7N32Nc@k@dwQr9x=iiRMrg+Bv6}JQb
z5PB}H5?halS{}L$pYHY06$&!?4_#{bGx8H#rdEV8opXw5$Dr~T%Uc}UHC{ayb?dO}
zl1|QCf?^Euzdx0!_%jhbv~`B~!0EA6t=hA<%OxRg3UFORJyzYC_f2*_SUq%kmp~h;
z5{)FE={p_OSQ|U`oM-T%4<0rKxpi<n@u_OfLzm8di9*U6q+L&mhB2LDEjyLu9K%+=
zsk`)@oiNYcui=Vg{xw`VQl8Lp%=dBjT$0FRsGpMBqwW=BBZRi0sQM3$OH(Or{TN&D
z(HX)ns<{@A`51F#KYG!n!W4)+A?+7uwvMeI<jPXd#1hr^L`mgEcb<Lt#8rF^YVD~$
z`p=_J9Z$I!lXe2EBiU2tV<hz(#9BK+V-81Xh?|k9rJnQnUu%=<2t!>Cp}nIrKJPIS
zW#!g-Dv|KE+;cq^B2si?xf|?Di=X$@fDuJNAr0s^ij!@MH!s4W9(dAjG&+@k4*W%A
zbI(5Im@?D=u?=&|lzfjiZ)l6esE*>f+tgtg>D*S`vIUP<DY$QiK56PFsarW!EXs4k
zM7Yv4)6Sv&v=13NB%CPPGYohhY3Jm{P>rUid5k`y>G5d2Zcv+1oZneoTO+IIGKh##
zpx>B2Y#Go@<dm8b-S*vx9i3MEOz#V)5Bui<?MwTAsvB{|yazXZa%O%OVja>0k@{!W
z_Tc-OY>QmV(v`N2c#MFS_1r98?NUcuYs9$)kGivv8{c}M`b(dCYLM-mMx1iIC}ywN
z7zZNmXL>p4-RQ(!+ueW3QPE+Cg_Kr}P!P?yByHVTms^0CHe^un7@RibnBEtBhU3xD
zlaeC1@u|n&pg}(v_oBHl-gocVB<C5Euw*WCODKHIw{r^1IO8qDH8Di|8Lx_`nj;#)
zEzXigpsEw~7R28(m8bYK5f<&kO><A0o}*VR*WuufGQ07&O%cVsj}U3XJ0T(u<z1WU
z^U-;Xu*JG@iY>;UzANc+ZM@2Nd{903!g^EMr6;yT5eDw@NP9-`O`qF;S3wWe_LFWR
zf0J))kC5%V&oQS`-3dbqh!7<WdwA$M5@mO5YFw?-8{^NB5HVrT#$IjQ8xz+n;_sQB
zr1&#A7Tw5v4pf;=>9ZM>^E9?>@lGhtd)}=WzkeN#-VT1xd`A`5Hu-9ghWL~HveBs`
zqq3(gM~IY#Pl#e1?R3a#g|)^b98(6nD38&-*m4Yx)E`R~&q8uz3x1mCR3h56R@GyQ
z#<Wp4h^mB3JH(Ec7r!6P{V}>z;3HHjO<QoXj^!73JEW=zRUPm|+~Si*V^Nj~9Z99#
zB|SoOyd)E$U$<VpmxGraVc6G7u?bT%8tN`c+eK?FIJRof^UWqx_xJEbk(88MlUK?e
zQc=$gwTM0CWs1eOo6@<d+I|VeaTI|bWHVB2xSWAHk~82S>zOKskB7d858)}^SLZ5U
zg2r$;L1UpyuUog~i{UQTxDSMl7t`+8%jGj;B;Ziz4yP+R!#(KXnm>68<(L}{8^>VM
zy<2lDF<pGyd_u(i>9GgggHx(p%G0C<uFe6bpq?74tKl0JF!l8(DwXg3MkBRY$C%eS
z*WdyX%R8gV^T9HfZ#W`X(t;)SHF7NMWl;t`QHK7vw}y<)kceOVT7wvqHmE0kyo?E%
zYl{(TdB(qw4<Vi<T1E7sgZfyWX&aodpqmp7BRtsqBk_3kE8$tD4^zu6cxrh?RSEw_
zc$U1rqxJJGvx~ByoOC*YxHXXtSrMO(MnjHUba`?5i&01SfL{d?qHXEp^?4m`!)%e3
zS`A2!Q@#Zo%!n)5AwhRr?1zHoSe>j~Ki&Q8LZQOF))9C#9-^b`BblN0?zhf9u-b@r
zCB%|+EH=8fz*bv%Z;kU}jh^&witxar>}dMim@=_GldQ+SAsLxzFONS--!(?!H)F4#
zvKHOLcTaPL{v<}D8r#K3y^I%6oU<2g$}vZbrlwXUUc|iL#wWTlI0+FJ@sQ|~eo^fd
z5y!X(i25U&HLzxJhZnp%=9DE_q9y{xIA_$<ADA_}e~RZgT4kwTvZ<`Qhgd_ivA*(-
zXYw=j6J3q`X&+*ehO0v1d7!0=Et1}<H{-lfdhaA*w@iwalUl>lB469I1AZHKg8A-_
zayQaZzCfaj-}Jez!&`Y2>yGsH35)MS)W*v6iAZ`|(X9DxV>EtG`g7Bc+}`F}h3*$l
zb^NAFntWMq$oVtd@?erP)Ba~XNvhc6UH5S|e%}rfxDw-1#|>WX+JxkGi`PP@yB~G9
zpZ7?L_CH?{ZHNHSJ`XL+8SkFhU*|+P+{&VF;9^XX?SA8S?qHwLfz%(DYHfXFS2@m<
zRUq~tdX4FG{3+*lWGp9rSIi~Kr+rqyb3DIPHNZkVwX>}q=1gn(y~8n`jz8t{_>-Mb
z4<vi&OPSyvnEbYYF|OtO^zo>;+l-v>*i#k0tE3e%i}EyVe$&LXcd{yH&Gf)I;8cG!
zwoSfTId^mXX=FpHcnLSrTC&JxOvh_1Fu_T6NpV*rS+3HQP7geq>=qtk+miN-BZxJh
zEzcS9PIT40GaZS?F|BfXZ*8n8kH#QcsGH=QA;KmL8DZJCi-cKKsyymmPZW`7w$$&_
z1BWUu4~NVLQNDVer<fxe?d>yuFz?W5lO{vlYb~GZeKpM(h4v5B<~-S)rt`8#FX$`F
z_a=HMYOkG3+1HLvad;+!*k<`A=(f{bic7~R<nQ>l1LCZA<|D>3dYp84T(zDt*f*--
zjQTmDONNOBJmm5{@8nrpBr~obj=vwjMIAja4Z|zb_*7G3PV8A7onp|9wP;r=IHd^^
zw!R!i1(yZiyt71y7Kzjrys<Ub6X<|F`}vbZ&^bdydG$z`4N=8!9m~AJQI4d?G~iPa
zM{}y&HYA*rS`FI5qiCZ({|;!htwP<s>b^@SSiQ*kr*zZPtKn3|TR`Y3iO*;amGaNz
z7>I2XQq|k0(J%e(&jx?Dw9RSXX^l0Evf25kJYtD;Qyag_(znEK?Z!IJYUJ;-E`@Z&
z(-9fb?UC`9so^~-H?2W&j(L)Q`&j<8c`5%)gbV*M(hRxG*F4F;bBaqd^!cZzcT7!j
z>g={|;BMiu_9H|nwGk=K=J!0k>K~5~%Cb`vji=Rn^84-(;m0T+58WH;D=zs#dq(}B
zpvMT^`*x(M@ymR#L*EFhj7XE2k1P__jSmTT)D6$M%%wcmxaka2<DbSI{-lJ98aEjm
z;p*2dQO2W+z^@FE^sakP`*i`7y{j@RHrC=lofj&<UEmmN>avr|SD8+V$9}NW$lMvV
z$-QL?RMSj@KPjUkB2b^^-e|VU5<R2ZE2li1@=R2}&|%trS2qRRq93-SrK6pkM~oJV
zljl@6yvO`V%wv3`dqdn8;hcINlIA|t6Q(I<cH@*LC)%_=T+MBTd%eldcqBs=y1p-M
zYEQ}%l(a<oGgC?=Jh~<MiJeiV@x6C%PrhxVkNT$S@Jw}4`Q0x=ADzJ^KedNE!zH4(
zBXDfvk0x8ZCRmz3-8VyDl3mSoOYe}gV5)@^-lM~#j0vC4G1bX&&Ve;=vn=Z+T#6KZ
zH<;VLlHE8yQXp=^H}DO0KN$D;J@M_H+9#%DOeJPS$s0N*CU5v8o+rPOi_qOj>uC3^
zgp|=@OPr_cn2wh-s`Tn7Soe$ftuU5oq|Bjn6k2h|Gqr+}oNbr=+*{|}s5+ETdC#Xd
zGiz@L*oc_-lKvc(KPjQo_WZs5bpO_5h5bp4gWd}HNP8neYvyNwCnY4x9E|TkbWCOW
z**pK2dy&+W$g#Lot3OBe^GJH;GbLr~k$6=8OiU}b^!Sw3bJLT3s^%pu%Gi1=tgH`x
zI?Mx<eU@A{V(ZaPB|3DSO3T@?BPuLRnLM{mLE{`U-$Rs1pALN@Xh)}4`gAT;<cjiK
z`sL^q<6|;c^?~&FIUabjH~-T2rCJoat7eL!7yq=?9KUHB|De|16+GzWQ%otsR8|pv
zuq^R#un!{nC`U~?Eo;u0MsD$ZdoPm?ac+8^WiEePt(J-rsn#&QLo)7HJLc5Qr3lZQ
zXu<c`#8~k4^w!(@pklp&ZHZ`uK2n8a{)reB8lweOtV`$L>F12eZ~9?0OH5WU(vf7J
zdSKD5R6d82BSH7X@3$<qc{d93kN@_>tQRpQp0(2iJ|Q(8je9*qJu=?eOuih87<t~U
zILY%xbdGV7^YUqfQZH3Ik~k7AAyH4JJj&QpYDFSW<@_xnxox~eo}XDf@Gg|*XaX&!
z`}AAm2#-4}=|G*{YfmHxZ+xN(8RApry?qg?8d;B#mr#wjYAtW)Zp9O0j`5)5(1}-5
zr9)2XFIPtpx4k8QO?RBtc^@$crm_=LCI8G4CRuxrBy;V^zt#(jY}xWnldWj-{5(&V
zD5E*2{1a0eU9N*A=3xGvNrs5GiI85HjUm6x#tz>NyC<^k^wOQBIrb7h$tjV#ez(m}
zDpBqS)12td=btPu-=K+0x4p8l>|bH(fQ%RODV)_Q1szwcqxHA(?u@c0j2HKCnBz;G
zDokR^U#f{q_C1X`8hSzKa`1UWHg%W#nU6+8om?3>;!16;crtJ-A!oNj?C-W}i;{Gu
z?{vS8K4WE3@P>WwF?%0430EUeV1j1HXwrJx&=n7D;2bl?XsnnbM@tctBOrNVC^+}e
zZLZ|%kPrv-+vFH&9CFFE9k|qcT@%)7JN)wer(|*SGel&B{?iGf!i87+GUQNeTwO1<
zRF&b7qhYJU7X6pYa_y6dQ+LdlJ?bpywpULg9K^`NA-Z5geZxEP2=&PQciiMTIG#lK
z(8A!8jaM}SKm3KA`B;+nt@*{6kR#c2=%ooQr<!u#@<k$D#J%fV&)t&W0pIl9X-3Jd
z82xC%I?YS)d1`^0zmD@b5zbuV^Ya&f=FM>K$~ZX>(3FTp@v+~jy^eI>yP=kml1EW?
z{wMSHE=-4zFT|%R?GxU!!)hHH*06r2b6*d5NfM!(IGlF<aVHY}(#WQ&3;B70+I!{`
z*C@!|RpgM!f%8<h5It$9{$$-^h*oC*r!@7;kF_?Y2VNO&{IRlK!{+qTJ!wMD<1;!*
z{YHU#{}dB!pBwFC?a>;OElVWzWO(iPnDvt0mcOq#r}9mtrA+ZLXmuM)LOa!qbj$I!
zWwb=gExeC8vV4x1jnrwM+npuLecOJf1z~Q3c(R5N`$n~gEeX2aGM+<ZJ5d|u;-6Z_
zB@f=UVx$xIt@kV=@~!9Mr0y)n<9K4akuAj22%Rj$o#7<sZy!t2^t8lUbs6EEkLP$Q
zYdPK8IT>rsHB{OFxP}Uym(wbi=_#$^&p4`7UvX~`TUysyfM$%}xduW0nI%lhe3CuK
z*1oV`<Er#AUS32c-E9dDyb`wx@y#Z9HT&)&U#1mxB9O^ud96C885>=DNtRdA@SMmB
zEh8iM5KC_^J2g+1Xr^v*yd&)j9(x{mrC*u0qBdHiooX>J<AI0b-+QCeBcoQFKWnu+
zG0HL~^3*O@*k^bbNfbJvm##u`<%z4pAKx^`JX&lqYNRIr%o2?hNiXdpA(wJQw3q8B
zx{Hz&MV9VPr;|??WXjKYbvwFqlXxJ{`^2)Eb0&YX#4F9<;meoq|72%|{>^>rQ;IZl
zPNC`4t*-95@&=cEXVJ^lp|?nz<>1yco3I|s51LSsSQ~v}`CmpO`Xt(6L*7{wJH^HP
zJP~4^J*&|G+i`jQC*d07aoOpmqdh;iR!RJ-n?_Xs)l-W)>Bx+4EF>4(=gjN&VefZH
zsIHP{MC|z6ipfh6(`6+oKM&~C@`>||`jTAt<C|v2Qblu_bNF&juiBc`QtteX*@qMz
z5xIKo&7>3cd^Rbn<~#Nq9Rt7a>o?93`JP#_Jwl{>=?l}{s?IPi7E5_78Nwb@Z>hdF
zM>ehPMF@_i4Urc)CgKey3a$cyY=k2qYZ!Sx<Q<OW1-`P^Ssz+H*eg?Uee77SkQ3Dz
z!Xv8dn`k>hd47T?Wb?*n+Phw~0fm|uvcjH!ZQb5eYV!Bs$rKUZmGAZSe$P_ABmeg<
z<1LTr0t)44IXj+dOuGw~wzjs)Pwoe(<~zluTj|~p6%Ohd<N9mNs}_q8)rdKvQ(ob@
z%QwXaP<y_x-Tp+#NYi`!H2A1td7XjEOnKLK3qNzDdNN0<F7$+x%oSZR>|7w4XYOhV
zTMHFS-PTiV<P6YGs*67}R38k_PewH`#yoAIR6QE>)6r<iw7QodTdOB?+Nj<*y|pRl
z-C95Rk!KQpu1w4rWz4s>m@(FB>0~7jt^O`DGT2l4m*iu~A9CL@$3kZ(c@K4@#MIau
zf%;yaeysGp`sBH4ca=^Q=lyZvPOW`&`l^)v^a%x-RP~zpOiq+TgxdSwG?wE?d;GDm
zF$yxCd+NLhg=_~~pZ-!n!48vH`fH>z|4fd8O00U2*}46dNyoUx9m#DEMBbCcMDW|w
z9}Stds=PRTZ+7ALs~Gp){Sr}4RfGQXn=uye>RG!rua$RkbdqE7O~d#T;@$5}y4i20
zEfa8W%*{x?T5VN)PUaZNxS$V_EBf2;#_-wV8VedL{&(}URr4fA<9EHU>%=%iS@W&=
zXL20cgo7^hjSg|tajcENeyh?%{VR1c;Xy~Tax@x`RoA$4?72cmD`sBCakRAhL@hlr
z7v>=oy;GlDzM1MsE2_-{<TK`o=slrdhf^Nkgx$)sSRc$!l)8r^WU8uoOr1+L)z)Ka
z=6!AJlm7eOyq41_X`Lk>D35V3<Ex|Tm3z{}!PAk4iqDQMUCM9tLqqL|b3ebGX8Z=Z
z{Gjdkj4a4saQ_^&KxXAU+M<$_bTv5y-3mtqoY}f18t(0%l@RI_5-%fr%qnQds!ku7
znpijN+e=iUAe~)!x-N}$w=>tNXtGDYco~`YlTew`HXbMjmDyAq%iO*?E9NNYffM0%
zyco&8(oZin*|7)1uYdj||5U;i!A<Y26U}r6@O>W|N3oN5Gcn$MDObkpH<FMuWmBaj
zE%vNhbx2Nop3pyAqN1!3-O12MClsp1wA$ATE}<g&_wFK4l{%iJYumb#b4uY^lqrS2
zMc$TWDUQ_g2%zRk84EcBu)H61J##K^XZ;xZ_eCH7eOy!Y9NH97PMu{rqGyF#x^`lS
zukqYct7Mn_zLE^Nt{Q8HSf=xLjlb)16k@M|M-gi>-HS$asVV!EDibc>)4p++p}jqa
z68EU=kiQ*s58naJ#EnKi^@z=WVP~>5SDaTNYj_)frhFdJp=342Xs=S%G`pYc^fBck
zd@XhGSbso4pS6B7ve`Zh;2qL&_7`buJC!BQeK48f)TL-cTkDxHQLjeH4sZ7kh##lu
z)!Bb7+mRtJ4}ZY7o%zh&kLHCU*%6oarOkYAhjN+g)e5$axmLKGWr1gN6uL>vBbw!%
z^n0Fh$B|@Kw_kd!j?V_K=&E~a)|a>@)|C5ZE+bs@#CxZDBqzrs;Kt$ld567Ebwrc2
z6RT#<fs>T?J;XXhvc4?o?@Ttx$a#!TH~!Vw{5cZ#O?mZ?_?9@gM}~QhgPaN)hHkmi
z&D2xfS+*}N9O2vXD>%ckc0E=iG@-%wOHytI8lF6Fn+(R3<3=0irO7s=jaI}nu06;m
zk3TckCPMRhSc!?hZ_Jm{n@qpY&kOzsy&sMx;gF~Lxmi~3Th%vgn+%BUc>1m}ZLn>k
zjcOp&&&D)LxEu+;#@{feMt$D&XUh;gH*TdH5u8Tk&0XuR#}U0Sc~y^0-yco3nQ@0|
zzcXzZQ>)E;h<U$6E$ubXJXamEb*bKmk8o1`v2Rb`Sp<V#er$X%)2tsdm;YL1z2r>2
zBeL!PIP@hvHrip&I4PxjxO<^fKcZx<1|4w$ajt6-_bzJq9Dn9N?Brot=qmg#_UjA#
zx5u~QTpR2@TJ8PtyK80>p4ewRR^!hPPCwe;ldZotc(~}<pY4D8@6PEr_8)TrOx)2Q
z_l^Dji_`x({q5;*KD~**(VjOU)Vv$>???yeZw&8G97Uf28|}G0m>U6NtT9E~^mh$b
zuR%UE#5as%%J4I*6X7da(q8!Rw%Gu9*ZxOE$I(Yv_pMvj(ejP?4L2qhGeWj+OjLu6
z`=99H#{1$n1$d3NdSuVZWko3Wjqqzw(r-`KJy!dHA@mB5`eBKB`NWqY+I?q^YtU-<
z&kd7ApWQ+l^(Sp9z!t=`-FJ?23tB2L+~lI0q^L@1C*OHUfYTKH$=)otBG`}!;ni_n
z2%p#~dO1|YV|-V~XHGX#$cduLx0TO%Ju82bXDxVABaPU@v<X+f%6xBM#BU;Jx9aYv
z#NK#~MXEyzC2ts7>ZRmwp=yLJioJ5LD#ssxrVg9tV(80wXXw%d2NM+Pw^VL0!b|SC
zFD=JCD>qCsnS?_Qd{5buj8eI}O0<$udb#jBs8L5W?Qb)wzLG^kL$YV-#!!#tNrZ3T
zuKINuooaB<k@54VbPY1qi;hCyUj&%7XJ9+$qc<hmZ^bOj<X-#~sW!uWZeD4Ax{uUO
zPDkpH+$ZK|D(5`Z$n{KbY%eTU&aqLax@x+qGaX6PUc@;{=$B7x)n{OGYt$l#%y+*I
zD0nT*i`MAN_%m(T*6d^N*fBpHx<7T!Tk)oE+?`{4{IQpMiVm9H9ClA_)qr?P)AQ|5
zTDVJ{glKz;4v&YfgTDEdoObR%a)VNQKKAY9Y@y)O!PlXGkm!3(NBjo*pto{a*|6xR
zS}-d9#v7Z`@vb3b0~$Io))+#t)gy1m_(MQJFzlIQZ9#{3IOQ!g<CfIvS%hyjSYx}`
zhK%YPUINn)<bvWThP%rmdFsbuB5Un-O1|NgreI;p?5cIPPe}@$P6u9sP71Zn9AW+>
zmyGx`EnHU~DyJS4jAg4IpFQ@A^dVHFuS00I)mU?S@}z}&OfmdCJI^4Zi(${oVH>t-
zPK+K8>F7Gml2a+xM=jW>?68Y*E_Y}`Xm_<-C5D@8X-AZ2v~oJtK53y`>Xw|-4urky
z2Dzt2E)0x0I_7|CDI;nxdkZbpQ$;rSU!1$_?7e!7${|pD$*Bm^_#D>IEdR_p6_wZY
zjolHVs5abA#dSo=sguo2w?O2$n9b;`NgNk*aP&#!nDF9rs~TJLDX-$stka5HcT$~<
zY??OaMA*<D`qpGmbF?{U<Iilx79onLRU`fJXVwv6&$-QpIEVdTcpy|AVqRYB?0=9`
zCO^u~MKa~oJGol~FOw?M%fO<dE%v<?Yn_V1`D8#Rq_w=wWvli{Eh^8_Q}uXl6%l+S
zP2u@1j}g}1I#(1F)`ym_k1av(eAyTkb*>oI)tm}W0g>zZWbi~SVi)4++}B0ZM!s%M
z+z@}J_6#f`+PAN`77=~U+Nns6I6i@~1)N&R{j>#sEa&g%LF119v|i`!T?cqGcpF#-
zX$<_3a%V|zUFPW6BFO2CPeSjysH1|zbWLLin2U>KuXkn4v4Kf;s#L43mG_!cvVK-|
zqaM8u{=0};y*Ww8-$SDmyEM-Mk9K=XW866X!8|m&0sg!Fe^lFqGkrDN6yN`_Q;8?^
z;q<=-KZrkl8|Jk3N1A#LbvNj>({F8a+xOO)|0hF%Z_8{UG5ZZWo6ij?o_W;m`-Rc)
zHx{{5BO#N{{7SjoH;xW!&Pe{5|1f0UIq7flo#FQ0rQewZ&>KV~!J90jryGo$vh+4R
zq&Y`F?Y!ECoOwucQ0IVL`&@LdbPd(DQ@IcJX|MZdqy6xonS`j<{j*^Q-fvBFe0%!e
zCp}L+?{P%Bx92g(Ne2%84|eJPU^CT~Ge$k`cvQZv4ttb&i~Zc`DU3h!ALd6g<@1A~
zePlHK%#dp`9}k4zk1=Ea$&*~zRLdVu|7h<9@*3PweBX-aHr&&WIq#3FK@Ju7)r4D+
z^I4|1u{=z-G3il<df)qhVmXl?t?Hd_Y#U1pUM!vRb$IvALPk`^+we|(N%>sD$MZ6^
zxc9BD<+#&r6yJQZkB@dbmu<HtEOkpP;m2PgPw3rYV`*vEEu7GOeZ%}6;vM-@{Jw4c
z!e-dMv%R|Ce6#?n;nhhKyON~0Q*OCEddW}ibZTLWf2t$@WN#q<tOhwf1jn8Ob+wNX
zZ?T$3OUU@f!!bs@0J^g^!zRy{{!+XyrbpJTC)rCj@8uGnKglH}{!Ann>Bhz}e$N-y
z$N+MCtn|`dN=6m03S?|h9HS*;_qx*F?A^C9*BM|1&ln${X|v|XQ&uxBPCcebKQk%a
zX2Fm3lZdgfA5)Cmv_Koe+EbLGz%kd|vi+l-_b2urc?A3rw}$+=_I%|?@)KA4B-a9p
zS?D@Rew!qL8d{3hZ%qDFi~U&p0Cu+Sk14-Revh^h5yCCfyLZhY*H~<>B4!=aaGM3#
zyPvBL;}*StbnHK#rXJHV^<dPVm;9{f_PzE=e%3h~Z%mtNPGgLe8Aq~;)XJZjuky!_
zzthCtWpq_7T6w_ZzNQj>tSnt<WBgmrRCMO^`JUP*5lSYR>64h=gf_;DZq@vuM-Jo6
z=$f=JIY6K6vD%f~Jo*di9%J8f^2j+K8QXwyDhb%x8>fFZ>Qnpp;Un_p>|p!8rdYaj
znGnu&Q${O2qpEm}AwN&~lL#lhr#V$!lX3E>pt{XnrYqIKW4$lM**RY1_Hr>8T7noX
z_pEx*dz%H0dcpQY$vm{W;a^TPfqS{%o5UbDWQhNDkPk(c=VCX?_%G+-9-jdL`CP-b
zokcbqwVlOSl5*V<VclXYqN(HfyK_yJKZ)>poph{y_mN>X#_rqyKKFvhn~BHxw@`TR
z{<9n-x8psxe8<%KDxQ>O{^Rg>-n*eUS+XMRNM%!%IDAZoR5gt;RnIGm%<(~CbS&CI
z_Z7Z04P0lHq2#e~hVateL7v0!F&Wc$kK96!cX0bao?#jz@9_q4cX+PLYM$i!PF(PQ
zB;x$N-(c^Vnz=sF8|a>_lsEV6l<Lyo*<1O&o%kQ?8U^W(rVID9HBSu_6n{1Gms(;I
zu;$2WWIz5)Bqxq_s`Z@CpoSCldv1%XklSNp)I{e9dkek6eDt|=dcV1}bbvPIbB)f(
zKa)#`_B=yfWB_kts>e0=p7zfD_VnMZ68hV!b9g+h<vk<2W7OMxrenQk5R$!O!{r#`
z)(9}4Ps+7M?UP&zls9~CSlN{|#<_)-NB4UO<r~ZUJhT5=Q66272c^yvRn0b(REUp_
zH$a*8b!jJBs#?i5Y~lUUdJ4ScuIZan{4u61{U^j6?hR3m*AsneDFTs}JX#C1q4)Qx
zd5c>nGkI3KRwvZh3hxS=+O?@=UZ?c2a{Z%82s(Ex9iCBf+)Eg#CEYnV9*r>8pEYt3
z$HvP(#XF|qRxan~DfhZ^&nEs%Zm)bgm7V`+E%et1tIDVgl#}m$IpcT8t1{o1v}n?V
z{ASH5BM)?}1oIB>hqoGIua^&I>vB5osRuOK2i2$XPd&ys>d9p$M;(7AmykF|#g6e5
z?QG3e(Xq4lW}SIV9OG7`vmGz7&aoA`pNyi@s)28+uQ^TNJJz#hVjSNa+a;aQcB<I)
zaIAG@=4X1Iw&+|cS;xlWIle7140o^hz(*bH$tPVdKX#95A^uToKWuERbDhO0rzdtS
zp<ch(qth(Lk$ZkMPqv}|&N#9)izkW;%Q1C<C3;`B<~hHq5sR10|MW@uGqu#dOxKAh
zJ>QI3o(o7)0`A<G!|s%EqdVwI{AJ6!zlBE@o>NusdizWjb4kaaQuW-Dm6}rjGSdP`
zL+qO+IjNB)|4b}7bXw!_k8#&qA+jpWIttNoI)%+Ny3Koxv)(%f-?3g1nop6_Tng%`
z2}(Ab9ZSv2bsZ4P=b9;xDr%oZQn{Ch2_26<L6X6F+_oh@g2(=a{qI<=$2iaF1aWSN
zEK(1mbbouKb~N`v{P^_eiSGR6c$Z7)zdK9s62#0~(_j0<WQE=t{yfcCp*^s>a}Q$f
z$!*V6QJX#1is%ie?>Dx1TjE#r$+4PRXpimq=<x>Xts2u=ef{*~km;!J5<1q}h~8eo
zIHEu0c!|+I(lM>K`A5g=bl-wF#<<O%@4q{Dp3_Xb8pkMGEhU+_W4+E8?>6t_=(EMV
zET=u5IjENaVj}M7$vwInT^4^P_mZLA65egJjlWeM>3G7Z=1Gk8^^im4UZZKO=~ZRd
zYFq2fWJ-?ooJGgEf4_yg_YSwh+&#UA9)OO=>H$>^$d-)pZlUJU`ky;X@!?g&q+5<D
z`Y~F~E+Wa=>-%ea8~SJTXMJ+19xiD;R-5q_Q@g5Iiqm(Vv-M=Nng3(PZ`@}h+^&7m
zc=gj%Q2N*k(=zJwlIzzNFEO8(Q`ckG@64v0Urhnjd7W|lW-$6tnCQtfQ#EHX{!DJ`
z=wNo6Hr5)NZynz^yru7xJK$pk(k7R;(IwnlBF?zllGD5PNlaZuWn<dbpEKqwYrnmQ
zvN^)kdq2%T)YDNja>sgPY-&>P*_e)((F4@VbIRsEaP4Pu$}VHRY<2PI$hU-ko|XE}
SEVu9bEcp_Dd-|Ib|NH;Y&jM2b

literal 0
HcmV?d00001

diff --git a/src/Delete_before_submission/output_turtle.txt b/src/Delete_before_submission/output_turtle.txt
new file mode 100644
index 0000000..e69de29
diff --git a/src/artists.rdf b/src/artists.rdf
new file mode 100644
index 0000000..d3c64f2
--- /dev/null
+++ b/src/artists.rdf
@@ -0,0 +1,115305 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<rdf:RDF
+   xmlns:ns1="https://example.com/id/vocab/"
+   xmlns:ns2="http://www.nanopub.org/nschema#"
+   xmlns:ns3="http://www.w3.org/ns/csvw#"
+   xmlns:ns4="http://purl.org/dc/terms/"
+   xmlns:ns5="http://www.w3.org/ns/prov#"
+   xmlns:ns6="http://schema.org/"
+   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+>
+  <rdf:Description rdf:about="https://example.com/id/2813">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b69b6d7bddb2be1373d150133eefa7f5eb753903</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IuJ7D6JVHGOiPgJiZQlXf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Felony</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4966">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Voyce</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57f516a111e4404030ba3b3e8a16d6c2ffd756bc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Jf2xsWhvbhPKmbhuinqcp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3783">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.C. Smith</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c828cf0316d03477bb5d3c206be72cdacf0f109</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UGZh0dNyawtfTuETNOni8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2154">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d941b983c122b1856856edf976958d729410375</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pOfA5zNiJGAeEFzKQznV2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">College Boyz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">576</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3367">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33W24YuaMUEk85MwRX6cRs</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbbbc0920cad3d4fc0591ddb63d0f425d3b16d6e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15829</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paper Lace</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9774">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4dfb8dfd67088139e8ac843148cba1fcacc85d1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2621</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">School Of Fish</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Q7YE7dr7R4JeUamdBcPr3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/669">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'metropopolis', 'modern rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gwpcMTbLWtBUlOijbVpuu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20ff4095012395a58d4a925bd1b5bb87e6fbf8d9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">637446</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Capital Cities</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5915">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12995</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'merseybeat']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0l7TxYWNUtEgWocjz8IaOt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc5b8e878ecc1a6dfb72e2fefc82df9d9dd9695c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Equals</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10896">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JhQGw54MOytJP3GZ8KNPo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'folk', 'folk rock', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Ochs</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/126fb380221d7b0ed1d2e2c6820f652e3205a5e8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23557</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2903">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2057</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock', 'yacht rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab610e8078a39a2bacb775190a45571a28d010bf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5V9pNqcN25JXuH88g7lq2o</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Scarbury</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11284">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arturo Casadei</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Pb4hadLoPVsd759DuV9nT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4741">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heavy D</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AwNnh5SdnB3VGSZ0GPG4H</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88565</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e769165d9e5b36c9ba6df04d27100ee5e751c50</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'reggae fusion']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8295">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IpDaO9A1OW1h0YChKzVaX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'punk blues']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grinderman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63833</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfdd0d84376e93f79514f44b1d9bd2129ef5356d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10148">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Brown Jr.</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1on7ZQ2pvgeQF4vmIA09x5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3686707</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f34f4efab247260553146cd35678b230278e260b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian rock', 'rock alternativo brasileiro', 'rock nacional brasileiro']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/787">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285666</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ajhZ7EA6Dec0kaWiKCApF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rizzle Kicks</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a78f8e933bc5a86da4c5f992e3e59f81f9c2561a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk hip hop', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9014">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age', 'new age piano']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68697</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jdODvx7rIdq0UGU7BOVR3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Winston</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b6470a3e06911c3fccb6ebed23ef3fc3060fc49</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10019">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twin Bott</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6de10004c647f602de4dfeaab6bb9fe868a71dd2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mRAgQKauoUvRZDDLp9FTk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5101">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roxanne</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0203d2fb7a5db2b5525fc05be55e0edbee32b2e4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">821</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mGFb7wCIvqKWya2ePJQ7c</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11275">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ EZ Rock</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q0FS5pmRG9jaj8yw7vBxF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6172">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Whitcomb &amp; Bluesville</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c80e6c2c21a3ab9ecb5b05c7b8246b015a83a5f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aRqXXkkzdEBp1k3XoJCcF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8715">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'vocal jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3K0BfjMh2dS8WITuiMuGGW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19244be240c415096d265a31a24b7629d97ce139</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lizz Wright</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51444</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10181">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D-Train</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44675</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/992222766accc6c2364b6d65cbbba5e8eae20a8c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'popping', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gQEXxzqwNmQwjU0Wc0Ioe</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9442">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bounce']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15961</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UCdRFeqjWkrPvTevKhmwv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a3c3095f321480ebe236ec40d29d7bf132cc8ce</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bounce</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghetto Twiinz</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1753">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15CJJkRAJlTG8kA8Eo1f4x</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe9e01e11886424505448190e23e3a7917f1626f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lutricia McNeal</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7608</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/876">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'pop punk', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thirty Seconds To Mars</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c0b320fcd21be3329a0b2251409a2081247b57</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2359813</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RqtSIYZmd4fiBKVFqyIqD</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7033">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55987</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f6198fc02c632b2a84e2206540983cd63ecd85c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'electronic', 'soundtrack']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5svDnd8joFhbpbA3Ar0CfN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junkie XL</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8603">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TTxsp1mecTPT9O4dxVtvN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259878</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4faa5d123fa1f3ed2cb342d780bf046808b38378</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrulla 81</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10498">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9379</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26g2UJXbxJZsa8rIqherT0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94676eec6576967fda385e7e6db1a61d8aabd9ca</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Redd Foxx</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/326">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3186929</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41b370647dcdf6ca1b561f8196ca1426da5648ac</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Anthony</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'modern salsa', 'salsa', 'tropical']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wLXwxDeWQ8mtUIRPxGiD6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4367">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UNVJFSDvwWjoRoQGDgorD</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B the Star</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4016</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee062bfe26709c5f6e89b6f2cf7a2718017a7f5e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10491">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06a65f039a9b1ab376ed47f6f503e99b5038fa89</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bagpipe']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Band of the Black Watch</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RzxvMY8L1Na0BelAbih6J</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bagpipe</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3812">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V92xGMFMr4619y6ZvEUFR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Boyce</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">429</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d38ef87160cb7bb8ed03a4524313632b9307e1eb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9298">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61mwtI8FCpYa9G2NuThRhI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Zane</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20300</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2757ffdb80fe81a02342b061e4a3948c0cf21942</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2516">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac9775f2d09e243cc02b989d16bf7d0cdd9ef225</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NkLjsRsFnuPu9B4zqzBqq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5222</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbie Nevil</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9204">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f4c14b70813fa67e5aaa7129fcf0723fe49bfe3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goldfinger</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216525</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sVQKNtdP2NylxMgbNOJMM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'pop rock', 'post-grunge', 'punk', 'ska', 'ska punk', 'skate punk', 'socal pop punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5305">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tRu5cxIoKA3BYCJ75cX8Y</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Star Music Artist</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5eea4d1b0d523dabb04ec389e7cf6a4c284eb3c1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4710">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">914</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Umbrellos</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dM6mAQzskLNycljNMmptA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e99435efc5d7f45be742705a228fa8db2bd271a4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2177">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shamen</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5E704N5StxMVKpalhaJ5L3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28643</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'big beat', 'electronic', 'hardcore techno', 'hip house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64b2d19142d9ad098a226f8e58066e7f601acace</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5527">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donny Most</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c7062d051673dea9d978a336d2b3e5ac3c069a7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BE9jEf2OugfqxsFNo9jtW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1376">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GtMEZEeFFsuHY8ad4kOxv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seal</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">872091</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f87ba05c9d8fde9366c092730b169729b7fd2c93</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7637">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Fitzsimmons</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c6a8484792e585152a6761bcb42bd2aa1cddba7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195167</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41FEVJCBGidsJwbjq0KfgM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'chamber pop', 'folk-pop', 'indie anthem-folk', 'indie folk', 'neo mellow']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8784">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B5</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qqlNAUIYOzK2O0N84RwWO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c051bf263312a9b671b93c7ae2313940d4bf8353</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80286</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3552">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tkwWmcZOQPNbbIdknfBsw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d99d57b44be677a0c738599ea707edc2f71ca97c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15379</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Undisputed Truth</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8737">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61573</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ASGmWCYupa0CXGtsDdYSI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Lidell</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ef7fe2e8c9f035434a8e824584b94ffcc2ec1ab</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10100">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1043</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b455ae489537f2b3a0cf12b956346b0bf773410b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39LYZn0dz3e69GQanb0fXP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SPaHrk</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6007">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10284</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'deep adult standards', 'easy listening', 'lounge', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bceb77b30b799f20656eddd748eff6e73c8fce81</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZGDxHhju6eE8ja4IyGe87</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Margaret Whiting</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7313">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2a643f14826b353b7babae664520f3bd21696c7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blind Guardian</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jxJ25p0pPjk0MStloN6o6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german metal', 'hard rock', 'metal', 'neo classical metal', 'power metal', 'progressive metal', 'speed metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366544</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4782">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151357</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jars Of Clay</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lMaDSraU3oiNUsVWJLHdF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab1797bf422c2f1951b2a2c76496db08c9382132</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6473">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1cc1b7af6f5d733f7a1fcd37ee77a7f75408918</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tink</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'deep pop r&amp;b', 'drill', 'indie r&amp;b', 'pop', 'r&amp;b', 'trap queen']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4v6XOdonnfpdTKTRJArG7v</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">375756</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6411">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0d1d7a0f369a697140a570a4c682f5f948be523</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tremonti</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44tQC1PjxXIpEgW0i8uN00</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'modern hard rock', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49870</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8009">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Missy Higgins</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian indie', 'australian pop', 'folk-pop', 'lilith']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142702</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffb3ca09ae98cb5ccf4aae87f72f1e429e7296e9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aP8ry8w3bSNyfyqhE8rGf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6684">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Auerbach</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223775</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YWdHD3R863Apw1hkx3BwC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'funk', 'garage rock', 'indie folk', 'indie rock', 'modern blues', 'modern blues rock', 'modern rock', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75e5e863fee38805c0c881d20e940eb559257159</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4206">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sIl4BTo9l9KqEi0Y3RE72</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carly Pearce</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134399</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b3b9053e03ae03e6539149b30afad915c832607</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9146">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">550</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9796387d3aca5ef9c5c61efa084a2149409d5acd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smilez and Southstar</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZwdTnCl6ck2cEnTNRL09I</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6088">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hIOIluaknpeTzdniBzj8A</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3066</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'northern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28b1754c1f977bbfff64ea9f0541fa42ef3d934a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.J. Barnes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9010">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jTlKw98Ql1jGRPYqhqHap</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/645c988d3043a23eb490eeddc44e19bbc762240e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212414</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skindred</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'reggae fusion', 'welsh metal', 'welsh rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2845">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e8e3ab3eb75dde55f8215583d1429bebd61576f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155772</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kvy8do7n0qVqvlNFS4yOF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Reed</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/87">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a7ee0cf6328bfdd8b7fe441523dee08c9c1e542</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Boogie Wit da Hoodie</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31W5EY0aAly4Qieq6OFu6I</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3276918</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7856">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0591b4718ff841ef8db1553e313771a45afe08d7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IOZCSuYRrid1baINgoKIQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'roots worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shai Linne</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30133</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8503">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ty Segall Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56c351c0e7c0a1e13c0369fcf43aaf96f05f0400</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage pop', 'indie garage rock', 'neo-psychedelic']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iFEjq22lxpgvzhpblcc68</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28832</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8342">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['death metal', 'groove metal', 'melodic death metal', 'metal', 'neo classical metal', 'power metal', 'progressive metal', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wUArE0NhHB8M1bU2WSplY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">death metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64270</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bab5c0c891ff4a156e511cfc3ae398c64421ac9b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nevermore</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8922">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1545613</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff0b251736208f5a2676c8e668c0a661b23d03cc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'mexican pop', 'spanish pop', 'spanish pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Oreja de Van Gogh</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4U7lXyKdSf1JbM1aXvsodC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8191">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zPGlyitRvJo7iz6OKlETa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gomez</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73090</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbf5bd421a40c2a4b497a5eb24a5a5ca07db7fbe</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2241">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ice-T</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eGh2jSWPBX5GuqIHoZJZG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'old school hip hop', 'rap', 'rap rock', 'west coast rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45dbca25479aad6571125107f1fdc029c0fb679e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531405</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/944">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaheim</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">735458</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sbB4Yy6Qig51pKCIKSLw3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6a163462d7ef7edf6a3050d9b9a5f8d6e475306</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8877">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22799</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5piZN3Q0FnT4RekM1zUiSR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crunchy Black</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d075842613ad104aa5d7a9738ca0c255dd88827</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11065">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Javier Colon Karaoke Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g6nfnUnHYEPOqiS64CcLZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4008">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48015</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9950a3f65344dc22650100948c875e40115c2d52</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic girl group', 'doo-wop', 'folk rock', 'merseybeat', 'motown', 'rhythm and blues', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chiffons</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05sIdEkXAYDbDDdv3T56Oj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3461">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The J.B.'s</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lJHGi5dlJmWwFH0JKF6di</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'soul', 'soul jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/444a33b457f8ee812ea9177c4527b6b22735c8fa</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53640</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4028">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UR2Ohlvs9osiEwbJVQHiq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychobilly</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Go Getters</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4e9c510ab48d5e1397bf43a8350741be123f9de</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13292</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychobilly', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8350">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Osborne</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50135de778ab2a179eb95509c73e86c6a9f025b5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZoVbcOhPwvtwiBJ0xP3ge</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6846">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropowerpop', 'otacore', 'pixie', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06bDwgCHeMAwhgI8il4Y5k</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set It Off</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropowerpop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419461</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b124ad4bd30178bf218b40e0524fba0bc4ecce5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7125">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145103</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raury</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PU4qFehXQF7WnlFsJpBiJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7eb181096e9165605b5bbdb208aab29bfd7fb8e9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5661">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clint Holmes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gwLOQFOJ2lFtDKuxho9U1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c296dba5645cc1a88d4cc3d55f74992bd298e7dd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4101">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/983c727b6ec616b62d2ce5a8a48e0e4bdef59b6c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3c8WoNjBfyLJhFObE6RHgs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113440</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Del Shannon</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5618">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bo Donaldson &amp; The Heywoods</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hpEpmvfhm26T0Mc8x65ox</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40bac11a4af997164c9efffbc1abd6d3ba72f476</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">554</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10018">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.S.O.L.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52191</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'hardcore punk', 'horror punk', 'punk', 'skate punk', 'thrash core']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oPMm2idleIKLdBWgZilSi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/454f15409f813f721bda56e03553e1962d345bd2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/563">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['romanian pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6821588e3b0e0ac95eaef24c262d6cdec2b46f80</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nlhxXs2Lgr8nH98jC26pw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">romanian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2511</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Costi</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9167">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/017586e38e29ccf7b9187a06c621e1e05572968b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ours</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6419</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5u1yDuCoxRODm86FhVqUU2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3589">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25034</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeannie C. Riley</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2bc09eb649e9e96035c0aea38380b9a8f14cc73</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MIwMeYV8vmgQFbbRiJTp2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11239">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f647615e8807a2aaeca6935b37edfd5351f7b0c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ywxtrr3mhjBezbQAsGiFW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Margaret</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35603</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5593">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LaBelle</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee4abaa4b898c4233b881056fd3caa9ddc87c82d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30899</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'quiet storm']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DznKagEU8yMQZR9z33Da5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8664">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Morello: the Nightwatchman</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ac5e1360300d8a3bd928482f8476b069e09499c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34QsDw2FoLKi9BPllU1na9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18453</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10174">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14RYY9XL83LYPpsHle6W9G</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4203</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88a29ecb8bcf33d3b0264a85f5aeee7f218aeece</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3518">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonny &amp; Cher</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71lGEtP9qYXDsSXjfexTqO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad4df17118081886d4b98d847f8e6a4ae3d23417</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159254</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4472">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1317</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mNfOTm9TO3w8v3TIzaNZ7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Tribute Kings</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a22057864df5fbacd48028186c50ab1799ab45f4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4673">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PeB6KzaIJW8NnVlU2OcmW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reel Tight</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9365">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d308b3c27c1825eb64903fc8fd8cd262d7ffa04</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44NAtDRZSDaubRu8KaGVQI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cye Wood</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/376">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b75f2f6ca84e669c142a94abc976fc57ac4eb964</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3J0BpFVUc9LeOIVeN5uNhU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">558148</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lauren Jauregui</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11014">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/010c9437038091a2c89120bf22b3d80c192ccc5c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7K7X556EZcbLJ9h6ExWabC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duet Karaoke Singers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8967">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'skate punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rufio</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42972</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HjoyITAvSVktTCjXUa40Q</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cc3b75286c9128a8fe0da5aaa8e5aba48b120a5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2269">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mGe3yyg9FrxlHidyYWiH6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd8515b256573503f9538754944b779885777639</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8359</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candyman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11421">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3282</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Lloyd Young</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QTd2YuZS6ShgqWfeREdB3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9204ff193115ebdf9cd638a326b3c408d04f83a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7449">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/917257a6812f38c102a24d15fa6831777332ff71</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rxPTMtxVQKNAbBBl6cQrw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Famous Last Words</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76038</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'post-post-hardcore', 'post-screamo', 'screamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3189">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mass Production</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Aj5BsUYgadIeoC759FrhE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e81d82312464373c10e0e608ff0b08eb8db8db73</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23293</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7502">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">488341</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'brostep', 'dubstep', 'edm', 'electro house', 'electronic trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7u160I5qtBYZTQMLEIJmyz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Borgore</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b175ac2fd4cde0c6fe6eedece610ee53a1f0600</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5442">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Wayne</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/617ae444eac69230691bf68483c9b1cd12177f9c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bpiFjU6CnEErF1C8gBqvG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16628</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10950">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midsommer Flight</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/254525ce90dc33b080d019a05263990ca32a501b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NQEgW1uChmephkuL0y8uD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4451">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jCX6LoIY4UhTxWoVFNPFe</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41bfaf80369fe7cc65bb11ca28dabcecbdc2f8d3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Club</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/592">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fc10b5375c71111e2028c150cf57988bf06554b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2136494</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3t5xRXzsuZmMDkQzgOX35S</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep euro house', 'deep house', 'edm', 'german dance', 'pop', 'tropical house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Schulz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2996">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon Haywood</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dd2e179c4314996888f85d8738e6bd561133c76</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4r2UnA39uIXexqO1mABayb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'post-disco']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4032</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5333">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MsTzUCPsYqPkMWPQE0TGK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep punk rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep punk rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rings</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ffe9f72262d7ac8c487da8fa4dc4fbfed13ff45</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2455">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2The4Ur661sLPGndcUuuLu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42000</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23cb44389552a8cafc29821e48192df85a4b1587</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nu Shooz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/802">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5b90ff0cf95729bcf5fd7790d8d0e23acdc325b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1004619</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IJczjB0fJ04gs4uvP0Fli</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'emo', 'pop', 'pop punk', 'pop rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gym Class Heroes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11210">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1414</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c300e6677063f5e0df0f75136323c06e804cd7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeannie Ortega</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZScUKiM35L8nM4Flfeplu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2332">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5n30a5V4ftXNMHCHChmK2h</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/793808f45c5438ce9cb54b31e95a88951f04641c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young MC</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78288</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11401">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5323494e26037500866572afd81a1e51b1f9f9e4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rufus Blaq</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HjBUHSVfxNTu4hyK00gda</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1379">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63d357660b683e176ac22add8bddb3b066ee583e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43c94u7flZbHSdDaUuohqS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29175</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Jewell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/839">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1580770</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taio Cruz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dedc6fcfc7ec914af993c783a60a8f34bdcfaa01</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'pop rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MF9fzBmfXghAz953czmBC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10190">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz fusion</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13795</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dixie Dregs</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e0f296560654727a9364e4992ebcfcc518e955a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz fusion', 'southern rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33MM9GE3xkoG9IL9IePpdu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4899">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v0aP96grdt495fENdbRyf</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Papa Juggy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1291">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie O'Neal</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28e1c2a7dc21d7cab8119eb9a5c2d48d32509b00</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60048</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sQVeggRv1AhrMzuCjhCZe</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1879">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64537</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tzxCsdhR0IIUNyzwrag4C</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rappin' 4-Tay</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce5310deea37c56ffa41b1a59d91bec818cb1ada</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8558">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DUuU3jQh3RHTzQ7x46dtH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian punk', 'christian rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3de655644bb37a1daa689422a4aa88a57126000</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12957</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everyday Sunday</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3105">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106486</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atlanta Rhythm Section</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/479438466e004cba9488401623e33355a012bb09</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WgyCbru4tXnMsbTmX4mFw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'southern rock', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2238">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jmLWOv8jXNEPq66DpmLI3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">the Triplets</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e910155f9d81ca407c27c139976d96b05bb6c3a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6132">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dixie Drifter</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6E55mQiMDBTaSNsRcZQxWh</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1284">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32f4515ff2426fe1e2256cadef56783bfaeb52bd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Kim</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">751952</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tth2a3v0sWwV1C7bApBdX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'east coast hip hop', 'escape room', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap queen', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1865">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bdf1030866c0daf84db845d41c25e738fd7d7bdd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coolio</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3y24n3XhZ96wgwRXjvS17T</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308005</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4264">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b70bb2097310a56584f8dba27308b79fe5f857f3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Ford</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16Hec1v49TSJCAwuXYcPn1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1623">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/751548a1b27735bd2019d44893311b759ae00894</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal house</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uGKydhYXrVOEXM6QbVzyH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2217</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amber</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8616">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f00c0c596c4062be9b1579394f724c4183096b84</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q7b5dzsVcIjNMKrkAMGLv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hardik Vithalani A. K. A. DJ Notorious</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9749">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">189462</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Charlatans</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fScAXreYFnuqwOgBsJgSd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'electronic', 'indie rock', 'madchester', 'new wave']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ad33cedd83a2f2d5bf45d4c7d9de4b294b8cf3a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3075">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acc9723f746acddf245e40e847442ca0b87f7a58</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary's Gang</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7469</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dQgfj4Lo9jS2x2vgPkOBK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'post-disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3875">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48155ca4704d4fd0aed896af6c88c4dfed8fbcb6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gUnpPjRKhAq45Mmi2hmkx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">571</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Survivors</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2133">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1524874</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CkvROUTQ6nRi9yQOcsB50</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'mellow gold', 'progressive rock', 'rock', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Genesis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c42f3ed56e0eb156b63526faf69dd7dcd8ede34a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4037">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lwnV2S8BCbclu9nqBPGvI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da56cbf4bc982637ad83d0420e736c6662e2f829</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Douglas</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['movie tunes']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">movie tunes</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/874">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl trap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">844</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00UOluVoYY4F2blO5DmgRj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c85d29193913d543913a0c8ab27b9b238a6bca70</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl trap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kebo Gotti</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6644">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler Childers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kentucky indie</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225764</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13ZEDW6vyBF12HYcZRr4EV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/049acfba83289b479a12f95f83a2430109c6b303</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kentucky indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5558">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2z9Y52xPb933l5cs0GNvnc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Groce</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86f8e9188e5c604fea3d01d975df7d2da9653bbf</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2854</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['movie tunes', 'nursery']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">movie tunes</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8999">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14lY8L0SWnRDeB2UH8jOAK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d72f08305f87c0aa6957f87dea32be3463446baa</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1756</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 5 Browns</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1656">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zhané</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb4cbba81ee8779e9c009adec62c449bc39ef071</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142397</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cjSmkVvMvyE6tCAo1M9Is</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5631">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jpQ5Xepnpx5YAqKQITP4A</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7349</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'tribal house', 'vocal house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">StoneBridge</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c36450fe479f41dd9a4f8e30dc8ba5346b732c6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4846">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xpJzqE3evjd4GzQ9pcHNr</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/192ab607ed9ca54db742cbcb4adbbe1ed477c753</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6928</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mad Lion</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/573">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nate Ruess</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d5dec419f704181b9a23dd9c55562632817c442</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162800</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qUjOF5fzrpoNycD36b2jZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3228">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5842</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66QeIFuFJDNCImNHlFzrY1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ee873473e75d67878885222ccbd01e97f931e48</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starland Vocal Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6725">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">548643</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cold War Kids</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'piano rock', 'rock', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1998ad780be47b4d2d91f2cff722b5d7539a334e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VDdCwrBM4qQaGxoAyxyJC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9455">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d45381b9ca4969ca752cf0fb234e789ac10a6b6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NRm92w0lCbIjzhIQmWGMW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'korean pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19622</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10990">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1151</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">782IpIScTpnDhYb9hyxOu1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Product G&amp;B</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e471c601f214725e28a7d3b06353fd94d14f25fc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9044">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dePEjHD5QEEKixOHXuRRA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e47da3bd5bcb23179cf7bf72c83d563bbff22962</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midtown</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22492</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/417">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'danish pop', 'electropop', 'pop', 'tropical house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/836c555c6e1f313ff6b1c9a72b7dce0b8825e889</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MØ</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bdfiayQAKewqEvaU6rXCv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1126766</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10895">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of On a Clear Day You Can See Forever</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0htw0LYGMrbZifX0WNsGi5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b17acf39b1ab98da54e07c5ab564b73707885742</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2865">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2097377</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70cRZdQywnSFp9pnc2WTCE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Simon &amp; Garfunkel</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afde2fdd14f8c8ca23393f257e3a369a234a24b6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'folk-pop', 'melancholia', 'mellow gold', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1684">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goodie Mob</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3F2Y683ovlWT53WKCeq0oj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'conscious hip hop', 'dirty south rap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/222a2ad5a9776c4e8c7d4bdba97eeb84019444a6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113577</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7952">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63825</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19HgKsSbdKYlYmitK3Y8uP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">In Fear And Faith</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96be5ff2c8be05dd801abce6eddea0eae1111a3f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3408">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kris Kristofferson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vYQRW5LIDeYQOccTviQNX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'folk rock', 'nashville sound', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c89f4c57259c307731fe2ba93fb9d0ff40096ecd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239569</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7095">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Xa4nbrSTfbioA4lLShbjh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'modern alternative rock', 'modern rock', 'swedish alternative rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grizfolk</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90996</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71d1abcb695a979c85d8b22f977a8b946a4ec57f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1933">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1444</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7w0R7VSnfEFNXmgxst5iYg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d2be714307bee41d63d373eb2be45bc5db80b76</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yaki-Da</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7596">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indiecoustica', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39x8gyJjTHiBQklFgVJSV4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Hutchinson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e32309c79c8231b7975e8d88ac66ee27b9a06ecc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104636</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2450">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85917c63b8beb0bd07490d8f4d215e2e714631a9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Smith</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Omy5P9r7PiXYje9h4jMkz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/580">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Wise</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edf7099e200e66babefe854d06f2bb46ae9b9a9a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37367</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0N41KJ4H6bkPAm2tx7VS8C</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'escape room']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9121">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8509bf314161fdf4d8616b98f0fc7513789c7b82</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18828</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PjKnsWzJra4dV8OXiNC5F</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Cincotti</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8841">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69622</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88e553b9fb05607ec2136f33efa7038d9d099640</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boom bap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boom bap', 'hardcore hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GwxXgEc6oxCKQ5wykWXFs</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prodigy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9235">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casanova Jones</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ej1OMg0pmeiXmHvZgwT9J</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f259c867dd86cabb23b483b5e3078a8afb72583e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3406">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Chicano</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vkhZMoCdp5lBgrk9l2nCL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14015</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75aae6a0ff30f6abeec8337b093a0e9db2491d82</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10920">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eUttFiI0XhqwN8j3ES06H</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Flora the Red Menace</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c61d93339c811f35fcce379f1d73ea70db9efa1e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3924">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">THE YELLOW MONKEY</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d93e5f82945fd003625b01698076dd51b0b0ce89</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anime</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anime', 'j-pop', 'j-rock', 'japanese city pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64177</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xCdTZ5Wu70H6YwsmpgmHg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6243">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara &amp; The Browns</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca6ea4592479e1871a5792da668d66d334de078e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2899</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xCMJBL2xqnA5EsK1zeNYZ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10037">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Double You</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2x0mCNdW4P27f3WE0iuQTV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/495dcc228081d72f570d805e042c147266d8a9c2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27625</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop', 'hip house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/634">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie poptimism', 'modern rock', 'neo mellow', 'pop', 'pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Authors</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4838c1c1b0d440234ed21fcd3856e7846fb1d408</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">870006</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie poptimism</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MlOPi3zIDMVrfA9R04Fe3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7718">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d1e0dc099330ef8ccff1c9e532100740b9cd979</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q2dSq7VZnj8TmoJUyRm40</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm', 'funk carioca']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cat Dealers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336545</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8409">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AH2bTtNIOYu24O3NuFxhG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock', 'pixie', 'pop emo', 'slayer']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Letter Black</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07e3c7f03846dbc370fde95a809cbb8095651a95</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54359</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6829">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'la indie', 'modern rock', 'shimmer pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saint Motel</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dWEYMPtNmvSVaDNLgB6NV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">311701</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b5bd8cf5d3c59f9234d72637879ee58a16d352f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5441">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2887</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3axaLrA0gIANDLYAv9pC9P</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce84ab238c59d4918df071d1c89b085974a36df2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Burton</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11493">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Markéta Irglová</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3190bd57ba0a8a864b40cb85377dc51c1465772e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29440</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SklVMGMsWTq7cJd9MixUx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melancholia']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melancholia</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9492">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26787</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Organized Konfusion</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f14234deecd2c37eb125d8d3138af0332cbd8cec</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4trFlc6c04qfpnCGvlqFCV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'jazz rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11062">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric "E" Williams</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wBQvZdexdIluWCSbQ1WYI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5057">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31b4f749eeccc5a22f2fdcef5e4089973ab4524f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151422</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IUisqn0mluZR0LITs8Sqk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ICEHOUSE</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1683">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dc8cdd2dac4e16fe886f466b83543d37f2462c7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cool Breeze</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3321</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vZr4eKCIxujg3mPZaHGcS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11227">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3603</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2w7IutHv5g4e8LumrwtjWR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stardust</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/305b61d52d4b8eddc5ea33e5b99e1186b73130aa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5298">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38ff57de52cbd0cdf9aa5fc3aff3917a903c5f48</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61iimT8Cjy6Lzc8CPAyDdU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poptastic Karaoke</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3540">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/954d89687b04ad3e7b80fefb01c56bca4e2ebcb3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fantastics</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ibVIK8sCQcnuplE2eDxRg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7311">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jjpkAHC8bd9fRFfgKyYLP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'outlaw country', 'red dirt', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Earl Keen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bd4aabd4f0c204df215629973818bfaf5e70525</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91190</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7760">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atmospheric black metal', 'avantgarde metal', 'black metal', 'black thrash', 'dark black metal', 'death metal', 'metal', 'pagan black metal', 'swedish black metal', 'swedish metal', 'symphonic black metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OpHsZuhfJMU9PZ3zkyUQX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/106ca4dc9f29c4c43d8fdb0fedbc7ef6d085d48b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71000</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Watain</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atmospheric black metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8593">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JDSHlDdVTo7aZKdQZ53Vf</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/801f0258c07b96ff088fc59bcee726c1fb6789aa</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Static-X</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">628856</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1539">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Master P</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'new orleans rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475052</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1e9e07e5866f67d1e53515aa488d1d46883ad1d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zICaxnDB9ZprDSiFpvbbW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10718">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flock</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1285</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88afa4361f038bfc6c70625fbb49b6924b75a8dd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ovNaBZ14L7pnXgts2aonH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3934">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ec2feb33ed02ee90b03f5926dbc788b8a4d6e03</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88117</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RP2UpEaRzkF0Id3JigqD8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Miller</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5036">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xO4f5QyPMYnCPRyRveBSD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El DeBarge</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7df8fb62afd1287636381ca2572ebbdf1960ef4e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128887</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7577">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xGf0vferh9W3smWe3txU3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The GOASTT (The Ghost Of A Saber Tooth Tiger)</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c138104d59562c0d60d81433e69446a8337eea23</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24060</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/115">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6C1ohJrd5VydigQtaGy5Wa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joyner Lucas</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston hip hop', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/994fdbaf1eff70a1263ec509bc857e73450871e1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">841591</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3235">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7822c88e4ab91e58190f8ce706b214dc1f29b97a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chelsea Williams</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1760</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fZzAjQ2YQjEnYsh4Kw0Mc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7240">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">472773</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electronic', 'electropop', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'neo-synthpop', 'new rave']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37uLId6Z5ZXCx19vuruvv5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a667bd58f653b7e088409e7030bd329bb5aca7ff</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Chip</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2368">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZEAzHE2TzAwUcOj6jMIgf</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'movie tunes']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42770</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8a642d59dae8dd1bbcdc6c5c62c4c7e133c6390</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donny Osmond</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11427">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72V8UKYw17GjsPjH7C5XIH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Senator Bobby</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11010">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goast</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fMoLS93nKWG1pXcVR4SzA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce8b8cd0ee788ef5cd7c544cc89857b1f8f3ad01</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3067">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436162</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1c04d8144371d6a6ac39c7f15a1c2a9f67a0c50</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ra4GIOgCZQZMOaUECftGN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Zappa</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'experimental', 'experimental rock', 'hard rock', 'instrumental rock', 'jazz fusion', 'progressive rock', 'protopunk', 'psychedelic rock', 'rock', 'symphonic rock', 'zolo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/391">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grime', 'uk hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grime</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65c252cec61a8d0728560652a42ceca57cab6e7e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271083</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3S0tlB4fE7ChxI2pWz8Xip</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giggs</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7549">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15764</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ok indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CpofTykBhdsrOuy9WA3YA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e03b263e928250120076343aec63da9d37d1537</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Fullbright</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ok indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4532">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fefe Dobson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'candy pop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mzTssRDPIQVH5wSNzOdFZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60774</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c106890ee341ce7a00d48862b01787de95b4d6f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1386">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01U4snBkRWq0FBrK3P1mwM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankee</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/872f5ff7f16ee386fae667240b92fabb78b9219e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2585</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6818">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270928</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65C6Unk7nhg2aCnVuAPMo8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60afcaaa50d121e2c5f20e404825dc27084c14d7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Animals As Leaders</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'djent', 'instrumental rock', 'jazz metal', 'progressive jazz fusion', 'progressive metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9234">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb3bc0df5b5796c79c2a3ff0eb5da6540d843d0f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DtubF3ydV7zI6bzAbURfi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love Karaoke Symphony</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2947">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tfXh4XxILEuMU2qZupFn8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Firefall</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'classic rock', 'country rock', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f97ab53ef2628ccf2cb13cdadd1c4b77d61ff508</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76206</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7134">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AZab8zo2nTYd7ORDmQu0V</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dead Weather</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0a510f1be43dcb3bc104b2b089342887fa13463</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'punk blues', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281932</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8787">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZFA9R69RaIb7YZKWpVh2i</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Broken Social Scene Presents: Kevin Drew</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8f95d12b9669c9ba15055d8a0cab60e7c5f09e1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5652">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cross Country</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vfcneXUnsP3Z7SRfFt5Sz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f8a6a8bde80e61419b9038d11123979c8c8356</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/327">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1455295</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'latin pop', 'merengue', 'salsa choke', 'tropical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juan Luis Guerra 4.40</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15a92d68b10031e9886d218df827089f40594b5f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nlpTZci9O5W8RsNoNH559</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3426">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/120fb5b93274fd39d1d761e9dacc71deb891eb95</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">halloween</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42MRYPhQfcEXqb18dl5ERX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10115</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby "Boris" Pickett</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['halloween']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10561">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bd33bf244193a2fda2cc18b9f11812be613e3e7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unicorn</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XNCOHpIUTq7V5l9GTVhs8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9058">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee9650aec232062139c64cd955348d849228cb9c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195750</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'deep regional mexican', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adan Chalino Sanchez</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zyNL1jSCA6HH5m0BZZTgy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1134">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'old school dancehall', 'reggae fusion', 'soca']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34d511cb4ddbf32bc882f904255d8d4cda721ecc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NOvBZrkd83MSD51xkq4on</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172860</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elephant Man</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1531">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oBJEgh7PQKJuxXb1lUEKA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a41bccf0656ce252c5b82d7cdf83cc2ba4b3bfee</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wiseguys</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10111</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'ninja', 'trip hop', 'turntablism']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10343">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aHXF8O2WNeqZNyLO13pte</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">444</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Admiral James T.</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swiss rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bc4c78892c7e0b89efd9c9af262d9a7b05c7ded</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swiss rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11072">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel reggae', 'rock cristiano']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christafari</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59992</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5397Q0lxSvxsQkkYiyQGeO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b88b1be78fc56c108217b120e8ca0062fb711c0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel reggae</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2544">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21317</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starpoint</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cab1c4ebe9f59bb69610ad547af507dc54f6a93</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6W9OZQ862LR0HM76QQJJY3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9403">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31888</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73h5znw4QchoWo2FJXBvp5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9019c9b4e7983129b69eb2ff0d1bec38b52563de</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.G.C.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8184">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afcffa6dc5fd8a473ca843164e9175671bd52408</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleeping Giant</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33807</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nFjP8zBYm0XpUrGMJkRuX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock', 'melodic metalcore']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9030">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Notorious Cherry Bombs</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f57788f7007839929053f8a387b098287fefaa3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25zqla6idSsT665Ngya2Sb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4162">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nashville Strings</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xXVCIswlD4r8PXLVwSMA4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ad8a11c8c8ae591003f23a761b668400e2c717e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1965">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'dance rock', 'folk', 'folk rock', 'folk-pop', 'lilith', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'pop rock', 'rock', 'roots rock', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559506</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GByy3DcfbQwDvXGCWmzv9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b65e8ef3f06ef30e130cbc4532e4b9d8fd024704</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pretenders</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1567">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8bc2c37d4ba026d9ad5df7b6d0809c61d617025</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mya</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JoDRslbRb7yUqBktkRbrt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10327">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EoJvLCnPbPZJFAurWlx2e</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8718bcbaea83314038bcbb341770dbcaf6a0563e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Sweeney Todd: The Demon Barber of Fleet Street</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8586">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'dance-punk', 'electroclash', 'escape room', 'new rave']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peaches</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05181012da2dbe477f129ba07d75e8ee23a03524</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136593</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gkSl4XpHIHI4I1WQbfXOE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1019">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed46ea2f9cd80de4c42c665a937bbdbb72076dba</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DRTDBGl9fBAzVdF1IFA75</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnta Austin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5087</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4348">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2L0I8bKbBR9vMrVOzv7NtC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a51f76ffe93b7115405e1d5162d3e5235ad9ed63</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Downstairs Productions</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">301</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/112">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JZ7CnR6gTvEMKX4g70Amv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lauv</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1584053</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8e5a173980dc1ae272a3db8cf40792d1fc369a5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5047">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A16TE7083RJq3yzpdsQWs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6047</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Louis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'chicago house', 'hip house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2813924f26e9fee756fc84ee1540528f137dcfbb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7901">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37807</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dec42e02495c167294f61bc6f8686c89d3d3774b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dpswct31rsudWf8ZASWZe</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sho Baraka</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8375">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/553fa1d986f69ecf90561953732da5f394b0edb1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1090</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddy Martin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OEK1q1OHoeR0Dc3WUgeIc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10241">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'post-disco', 'post-disco soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unlimited Touch</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VaFWblR1Rv24L8kAfhtxm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12003</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da0ae7739e204b4b9e7a8b6b7221b0cf6eb19b09</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6540">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3830330</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nszmSgqreHSdJA3zWPyrW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f424bbdeb0977d4e1d170c11301019f1b494b0e9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luis Miguel</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'latin', 'latin pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9194">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XNtgBboL5YQGHqM8zFFDx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'video game music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mikael Karlsson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0164ee2c13f96b2bc44e0a041428f296bfb19c7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1942</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7943">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1021</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d02831616e64140056eb18a8fd79dbcf05c0521</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5skyG64028a3FaeFYvT3mE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orchestra Sinfonica di Milano Giuseppe Verdi</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9171">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tela</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap', 'gangster rap', 'memphis hip hop', 'southern hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tsdit2ueGK3CtFt1ueg0y</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51e3b4ae97d8199ac47b68ccaea1e207a909a320</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58771</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7116">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53687</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0601dcd434e6dc2afe3dc82f66b135ff7b88caec</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trey Anastasio</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Felk6Y6jjU00yE1XTOqKZ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10089">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfe832903356bc0edbe686372dfb6781fd675c29</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6P5mUAUKyS3zLAPPv7xobx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie And The Poor Boys</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5694">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2215</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nederpop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40Md3Hc0aa1UzgyEmMSIHM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chi Coltrane</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nederpop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49cb341f94e6d1c3e9026bd29e52bd54f4f10ab2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2435">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Range</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4374DY0rBAi0pCV6F9i00Y</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1012</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f914b6c3dcedc3d9734d7f41cfc480efeec5177</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9374">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30TrHDLNCKQVTYWOn9QqOC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'lilith', 'modern blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176250</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f0b855b26e69490e46bd029592f1646682894a1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beth Hart</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9903">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d619734fcb895f8ebff93514c86821a916af62fa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">768</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deon Estus</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lF7ijiwzLAl63VslViL1u</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5053">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1368</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed008ca88fefa7336f87dbd388d63f8f80cc321b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grayson Hugh</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SA20ppwlluQj8vOWyUc0F</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9757">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d431e207b0202c52eda8bf29887eada6252669a7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emmylou Harris and The Nash Ramblers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57THTOeM3RYoyRywtBb1ma</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1949">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'boston rock', 'folk-pop', 'jangle pop', 'lilith', 'permanent wave', 'power pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juliana Hatfield</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20491</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1c3e813a92d605e14be25a88d887d217316abc8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4L1danWWAgSc0b7nBgY9CB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8175">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11fa5a31a770c0a44e49d48b0d85d7fe0c77719c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic deathcore', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Shall Perish</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98320</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GkGdNLPzWw4e6ctwKvI2x</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9700">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">465</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andre de Ridder</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pNP4idjNnhPXDLi0Jz12R</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d03574c101234d252de6ff4b00d5b2fa119b525</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10131">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VyGQ5Aj3Ktj5wetevpgGV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DREGOTDREAMS</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b91b8302344032a92423932acca1a93cd44205c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1249</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8056">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gsT5GesFZ2qkDkgPxMUA1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EA Games Soundtrack</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['video game music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49864</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfba1f6257c1bc32c88f0d915ffc615b0968b9b3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">video game music</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7536">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151415</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tedashii</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abbbfadbe932adc1f6002d879f46f064b71f4228</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian hip hop', 'christian trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4c6lhwoOrmgNWvl0GxHlW1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1860">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">clean comedy</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9dc05674bddc8d2886f297256848ca158f26537b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['clean comedy', 'comedy', 'comic']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zOcRYg1BYXpwr71XTWNr7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Foxworthy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31615</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9584">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4258</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/543138543f495794c63383dc4ed8db089fb9c953</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64vOhWyIjTm1AyNHItw2SB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep christian rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep christian rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Chapman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1691">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bTRAe60ZJAvK6sRQqtURm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Fogel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/990">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439506</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aBkeBhwadnWMWoVJ2CxJC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a366803a05bcbefe4cae6a271cf5b091c8552d8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob Thomas</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9953">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1948</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rossington Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GDAB5jtsm92g3YMeqGICs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eec1a08e4f85f7139f4a3cd544e5327818af3bbd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'southern rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3098">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2enKa9Yqr6PZy3xGlxQEu7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Exile</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf8db115287e6356a5fd389403871380663c8267</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8240</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6760">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Yb7fYYl1G22Wdr7sItuCr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dario</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1303</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c516e5f831a945ae144c70d1fccf40540553362c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9655">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac9646ae7b7d55218d841c684e9020f1570103b3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1002</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DFC</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MwTRMdXjyKSrMIyv3UY8Z</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2707">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172897</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Sb8EHpZvyjSTT5KD9DjUZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Milsap</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/472213461cb7791f23dafb941ab96794129f59d6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4340">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1818b7cd971ab3ccd91013685dca08a7c8187a97</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10075</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gwyneth Paltrow</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4njFVSUWyxD84ur7w8Oy7h</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3288">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hA6GJ2yJA08ifsAplkUr0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6198</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cbb9203f65f28b9bea3e981ad86c900ef893453f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sly Stone</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2913">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CcGsPdBvdYS0JuxrTvTIF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77b2b42ad3eb9e0b59b51a8f22971e4dc40188fa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2973</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Smith</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4513">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45468</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aSEmLLxLX9wR5aLMllOKj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7987a62bad2fcb35041d917286d79e1dd4d24bb8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Lonely Boys</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10143">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['roots rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zMX9gWf1DKhvsYHUCbBF7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">roots rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T Bone Burnett</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17792</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c66010b8d7c4178e76c6c920b18e5901d800648</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8258">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c66b97b4ca6dece69376bcac6aad0aa39caec07</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VqJzfntEbQjjuCWyDfpZa</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2709</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert King with Stevie Ray Vaughan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3378">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FqqOl9itIUpXr4jZPIVoT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Drifters</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cebb08480116550d85b6268d9adb1c2aee718f7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225184</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'lounge', 'motown', 'rock-and-roll', 'rockabilly', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1884">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07291c1b9319e338bc1e7aa2afbc7fff0fcecafb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5N5RfI8FFXk4WQ8kkjE407</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deep Blue Something</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35749</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5755">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five Man Electrical Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7785</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9447fbd6ba3c3a45409ce70720105e6cb626a0a6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GjVNyMzPjdBuip6Xanllu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9417">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orbital</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3csPCeXsj2wezyvkRFzvmV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171708</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b33ab9dad9be8d90c896c6d9642318d2d1e3a25</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'big beat', 'breakbeat', 'drum and bass', 'electronic', 'hardcore techno', 'intelligent dance music', 'new rave', 'trip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/945">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad12b4f22b73fd8a7d7af7f40fa1bfec5b02ac79</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'europop', 'neo mellow', 'neo soul', 'new wave pop', 'uk pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177695</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will Young</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2U6gqwyl9F33YxawnFrZG7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2070">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1364949</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zuJe6b1roixEKMOtyrEak</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'europop', 'mellow gold', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tina Turner</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf860c0e880d74dafe187f732c0093af95fda142</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7799">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78264</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'death metal', 'groove metal', 'metal', 'new wave of thrash metal', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jw4wgixxa20jls9N3Bdpq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Havok</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53af47039afe177f1d1f8d8637443f703176b238</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6139">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heather Hill</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DqlbiqMRVbidMD1vPX1gQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2339">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131414</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Farnham</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e5a691a3458df0b7c5c7371d673f72883d4055f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QxaPWG1POM8Ul6WwsHq4y</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9428">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherry Poppin' Daddies</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1stGNsBocVFM9MfQtySETw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ska punk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0784dd5afd20ac4d2de22efd27f60737790f892d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29194</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ska punk', 'swing', 'traditional swing']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6863">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">746404</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex &amp; Sierra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'neo mellow', 'pop', 'post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58MLl9nC29IXbE4nEtuoP2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6229cdad0dcf94a6c9b2041adabd44e0b993a299</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3770">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5720</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul jazz</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ebd1bd72f6a9e2edca4986de1194c67cabb912a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r2DrmyTTiDTQaFz3tyX8W</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young-Holt Unlimited</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1033">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fd2a7b6d62cc915e340e8def721d377fea41ad6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iqf0x89oxmmAFv9w9hiJM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron Browz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3959</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5750">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">306</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NJNrQsYpA1L4nUrTDizc6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29ad4f00a852c277e45ee5c0a17333119f3c316e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fortunes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9423">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37841</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f44301f9c5f9cfbc921c4868a31760a9aa4b6daa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Him</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5F211gZjfoqvH8v7erGdsy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1156">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boosie Badazz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">967753</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6z7xFFHxYkE9t8bwIF0Bvg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/918fab59de4d4f8634e89fcfae137532e598b7cd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5864">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6dadb82214a3e8770fd0c57f604be4a364e00c8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113csPuQHzoKzjvFergMqO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wind</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8884">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259039</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wFId9Jhuf9AKVzWboOj2B</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'turntablism']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fde81134afa1e98a154305db355114be539f1dec</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jurassic 5</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4128">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jelly Beans</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4N9sOGiRHSMWT9L0eByBSp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3198">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis soul', 'quiet storm', 'soul', 'soul blues', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3204125720ef02294bbac0ff109a5919c141955f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dkbV4qihUeMsqN4vBGg93</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Green</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1117765</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3507">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40bfea7e8fc4f48d00226174a1e9c0d0273a98d1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NAWG3AngjBXyKbmPaz92D</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammy Davis Jr.</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247453</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/397">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c130cf4ab4e8a9b8046153102bccedae5ad6d8ed</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'pop', 'pop rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Bellion</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">930532</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50JJSqHUf2RQ9xsHs0KMHg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8023">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">532229</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Temper Trap</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4W48hZAnAHVOC2c8WH8pcq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'australian indie', 'indietronica', 'modern rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e415fd89d2aad51b9be6eb2cd0d94ed9c9e7a5b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5373">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7p1G13q6CeIPXLf7yhPN9e</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">220</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Turley Richards</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28f7a81fb1b48aed0842616a0e51957306c7772a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9819">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22637</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e77d3a3d0ed32b2c8b8721d86d110110573579c7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Texas Tornados</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Z3KO9HRnuLNx4gwGByB1t</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3804">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Angels</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PeqTZKroEc2oDwTfmB2al</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72757</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b422938368e5b00d78e6a4a1b34a2d959e20623</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5328">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02745df9a95ced28ea6cbdd8c27e11824b8c0b74</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tHSEcYVCQzIPrhZd2MFKx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">249</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shot In The Dark</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5131">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">446ZfKMyzU2hwfHA4CI3dy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shirley Murdock</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86806</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c0b89d0d989202ce22ad61b9d76e06c4a7fa3ab</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8333">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">799</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KepLKzKAUPX1eE7TAmoza</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juvenile</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5209e1a754c50b156d83e3801a14b285a0142e1b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4725">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed47477aa8410e6b9bf14b4adfa58cad0c0eb547</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'gbvfi', 'jangle pop', 'post-punk', 'power pop', 'pub rock', 'roots rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dream Syndicate</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13579</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l0eT7EY5r7U1gMVm2SyoS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4786">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5497</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tY3dHLP0MmkYwPhNVOU0x</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'tribal house', 'vocal house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristine W</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2d89fcc4ca506563dcdda70b6288a5f7fbd0760</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/747">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neo mellow', 'neon pop punk', 'piano rock', 'pop emo', 'pop punk', 'pop rock', 'post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94b8cd0ac83d5554eba498c29f04d32b3db80a71</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">906809</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We The Kings</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ao3jf5d70Tf4fPh2bnXVl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10751">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oliver</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/448d19cc6a9a508227bdde3fcfbfa997072942a3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kn0edxse3lzsrrtrNTtyU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10173">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b65ad4e70197c8dbb281cd9480456b864880b0e7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco guitar</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68164</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bBWKHfpepPOychRNFzg4q</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Di Meola</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco guitar', 'jazz fusion', 'jazz guitar', 'neo classical metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10111">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2004bbdddd92f15505e6ca1304b9314d4ddc8cc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">069n4k5Ultxa6j838AJtGJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maxo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hyperpop', 'kawaii future bass']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3328</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hyperpop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8296">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Halford</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2484904fa7056c00b0460650ea6de96c60d957a7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kq4QvLGV5t1ZoE6ittrLQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">birmingham metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102238</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['birmingham metal', 'hard rock', 'metal', 'power metal', 'progressive metal', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3164">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carole King</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319yZVtYM9MBGqmSQnMyY6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'folk', 'folk rock', 'folk-pop', 'lilith', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">584966</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/813fde33623cbfd065053789cf1ffb22b55efd4a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2004">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Special Ed</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64242</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/340fc68581cfad244df046a96add4989f5a408d0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vIFTM70CYTYr122vTVpzx</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip house', 'old school hip hop', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5801">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.B. Bingham</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e19c3e4bce55101606cb3c60c63e65c174eec02</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FEqzfbqSjukcneHuoEOcB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1003">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pleasure P</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'pop rap', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dROiL44pIQZVNZ6Bc0OJO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/244d1bb06296b19d5cd50bafe9b50f2a14877cd3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">668550</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5210">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">683</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LjSu2y6anCHCsVAHQdl8Z</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f987d27abe203d06484953c6138aeb0ccde4ddbe</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria Vidal</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11452">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BNB</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36dfc5eeccec7645d21a21703eaa01f0d0ab1bdc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CtjtsKWWrIayLUhf7aaSI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8497">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZllGjNdP5pS8UFnT5Jj2x</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'la indie', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96656</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sea Wolf</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f2d0100797c106dd779cd244b295057cffc175</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5034">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larenttes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iaiJUAqAcAtcX3Rh4vWrw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfb7bc407ea94e764b69c69d8fd70610f1177935</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2199">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jermaine Jackson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5b575d7d570111d947eac7724b3544717f575ea</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VDurPMbOKrNU8mcMP4X1P</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49969</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7462">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122595</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bPBx2qbpWzEoLujeHC3G7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d09cec68706a664c1185aedd74fd1b3a9148fef7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Upon A Burning Body</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10024">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12484</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheila Chandra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eYoqLpLD211aYrxb64AzN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">world</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['world', 'world fusion']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccb4be664f3950291af294c424c76181e9f1b7c3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2607">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14853</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb1c66b624e21178eba7fc439dd20d0867c51113</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Tepper</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T1bhiyED6hokaKTechcKI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10520">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LIdnZDzySb04oH40be1fR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fairport Convention</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55026</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'psychedelic rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f08b61d2f289195b7f29035056f7743935e87e60</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3893">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31342</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62cd501bcd8bbb021e2e9890e4b51ae38135ac8e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'turntablism']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3X3DHASP1G1waqVoEDWMHr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lyrics Born</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8128">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162446</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfc43c70623a639c881a0f1dab1e2dded71d29e6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack's Mannequin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42aeGx2I3uXINpGqC8L0LD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'neo mellow', 'neon pop punk', 'piano rock', 'pop emo', 'pop punk', 'pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8600">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53a8c46acfe6735a10a90bbc484c10abbf99d5db</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian music', 'worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bluetree</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wxsb5XfAAM62aseGtdD18</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3760</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2372">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14751</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bSugToVO8DavocRulW3Yj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c12c95962f2f035dd6cc03a0d7dc789d9fabe353</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Call</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/745">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Of Monsters and Men</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2670015</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'metropopolis', 'modern rock', 'pop', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dwdTW1Lfiq0cM8nBAqIIz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e38d07dccf32d6b32c1b7768263041ebe5e50c5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2571">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06c467b6a44c57f8b2afa32bd5b7c97666660bf1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic canadian rock', 'classic rock', 'glam metal', 'hard rock', 'heartland rock', 'mellow gold', 'new wave pop', 'rock', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loverboy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CLVPk9FcywjClBcTvWPkT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345852</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5532">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">587</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.C. LaRue</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Q7f5m9LPlB9ISWWQMza2d</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf271135bc4fa4229978321fe954143f8a9cdf69</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9816">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TnuP42pw475UrjjeabtwZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'celtic rock', 'dance rock', 'new wave', 'new wave pop', 'rock', 'scottish new wave', 'scottish rock', 'singer-songwriter']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99c2716875c5ff08b13d34ef3bc3771c51a0ac91</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Waterboys</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117920</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4238">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ercxNSpB9vFngGphxkjJF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ed0e5b6c828efc9caedc1cdb36c57d79038881d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Hits Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">429</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9535">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7u949uxae0JwfxaKKk2MrB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25d994d724c5f24c86f4d3b96cf613a6833ffa5f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Broadway Cast of Chicago The Musical (1997)</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1202</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7226">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8b922620142c8fda5e3480f9bb34ab0f97b97e6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100sLnojEpcadRx4edEBA6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zella Day</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'gauze pop', 'indie poptimism', 'pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">291604</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7074">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GKYNY4rIPnOuTfC0J1IWw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91022</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa7c17bd552110e5cda1dccbba2bf81410bd4d9a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audrey Assad</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'indiecoustica', 'roots worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9514">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2677</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CHSQs3VEs55OvqxvnU3qh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9feda1032e9a5e9c153bc70f2f7d3b4e92a20127</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Satriani , Eric Johnson, Steve Vai</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6010">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Dominici</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic progressive metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17b8544800383aa9b5fd66309165f15611ea324d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BuvDO4dwEGlHmTDXjl7zS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic progressive metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1692">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Short Khop</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44d98xI2EP7wlkiqmEUPOp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b575c86da69133de65803e40d682ddd0762b81e3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4025">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'breakbeat', 'electronic']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Crystal Method</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a687c826c02b742e66da6270edec7f2760d3e3e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155229</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eKLa1xyHLq8ERWmT1CRHj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6020">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54TWW2ZcDuyn8KxnpwtUaf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hypnolovewheel</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c03fca9397448d927045d638cc13506bbeccfe0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1398">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07W0YfsvHM7Mw7Bq48Mb0A</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79814</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murphy Lee</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/623759bc8105e6e5550e5b24ac82156526e74493</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9338">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Methrone</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7643</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YqRniSXLT8kdm125ZfQF6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0674d03f766f63653e1a6c49972e15148b74e760</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2509">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lxX1ivRYp26soIavdG9bX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Yardbirds</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'british invasion', 'classic rock', 'electric blues', 'folk rock', 'hard rock', 'merseybeat', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'symphonic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/387ef350db933ccaf6fd0b5bfd2837841bc6b835</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">440042</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2114">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Aff45j7vloRz1c04dWbQy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundfactory</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8755e2e129d8148d5ef89a0ff182ea239dbbeda7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/842">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec7795c92ee8ee445d2b3c6bfe9afc4002816cf9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162580</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hugh Laurie</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WM5zPOswRcPu07rxP2dQv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8990">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa8346cf536eb4aab195a1e08d7a20bf9396799e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223184</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bGwi8TG7T8Vcp415XooE5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop', 'funk carioca']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jojo Maronttinni</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2419">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disney', 'movie tunes', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114468</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe1b488b7925b70d1a491ef9f9114d4c203e53a8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Newman</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disney</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HQyFCFFfJO3KKBlUfZsyW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3788">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45974</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vIMq3W8V63uR4Ymgm2pF1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5467fcc2ca49004b0669b007830d78d281fbe6a1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanilla Fudge</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic garage rock', 'classic rock', 'psychedelic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7816">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YOxTnmYogOpUPxrNTacvQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative americana</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Schneider</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/518446f35afebb356dbaacbe1f51144ac5915323</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27074</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative americana']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/920">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'pop', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monica</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/328896170b380ff5fc06795a857c175e68bb526c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nzxy2wXs6tLgzEtqOkEi2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1207707</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11031">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2015 Pop Prince</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4628ccdbe608ff39d3ed3dbd1e1db01223181ea6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FPVdxLLhlBMs8YFxUMqi1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7236">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9480</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tina Campbell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5264c6eddafa8e205428954824705af1da0ace36</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dipd1qrih3c6oRdUzyfpP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2825">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0S1SjYebdSaiMpI8xSW2Wb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8237abc70edbc275a2f82315cc7ee7d776a97ca4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donald Fagen</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic uk pop', 'jazz fusion', 'mellow gold', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103032</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4833">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28539</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillhop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8071bd07d5f7aaf4c1789ae30ab8664b62b10a88</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Geek x Vrv</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillhop', 'new french touch']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JhjlqgMbd4RlrT81VoTIF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7767">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Cav8jyZKAHMFbAusOmjku</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christina Grimmie</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332833</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af6422f6cb2da2a64066766d14869f5a2de02a00</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9944">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'lovers rock', 'reggae', 'roots reggae', 'uk reggae']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a44b7790cbd365efaf772a930dccf6710feabeb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82668</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55LyOQNIa9J8wX6y6eJfc0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aswad</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/454">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IcR3N7QB1j6KBL8eImZ8m</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ScHoolboy Q</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16e1c84dcb5ab6b682f113a048ed172ca3ca2ef6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2694457</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5919">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RRgtesVCWLaQpE1D5WHO6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rejoice!</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bbad4a91f5d751bf04bafbf6c0423f67bd4f8f0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9528">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweetback</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/797f4606faec35e8a48fd52371f61d5c0b870857</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fJy3VGVUCNVGrVrI1nv6x</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9400</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6412">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b1af6e8049e02dd3bf97dbd20e9d6fc15a9d791</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neko Case</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Cedjq5BQL3MhapRvDpFED</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'anti-folk', 'art pop', 'canadian indie', 'canadian singer-songwriter', 'chamber pop', 'folk', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'lilith', 'modern rock', 'new americana', 'pop rock', 'roots rock', 'singer-songwriter', 'stomp and holler', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136173</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6800">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7adafc800f54e5b500c4fcbea9953cb14e646a6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-pop', 'j-rock', 'visual kei']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2220645</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7k73EtZwoPs516ZxE72KsO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ONE OK ROCK</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8225">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44392</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa6b0e64bd48a562fd733cda78f9e5d757a271b7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wiD0pcfAS8545DNHBcriR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha Munizzi</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1148">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1201378</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5spEJXLwD1sKUdC2bnOHPg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fec248b91f6ba2e0422be663862876e99f0aa5d7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bone Thugs-N-Harmony</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1541">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194995</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tha Eastsidaz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cd0bd790b4727b900bc5eb652756c6f9a3080c2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51FyBBOW464toW099BsW8z</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4299">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302jOsgU7aZW71XhLem57k</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jermaine Paul</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1508</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd8633ecf742c473a28f4aa9032abf7c9b6f6374</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/103">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8986705c72b71411c261c0f9eb65b6a2c04cfe90</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Metro Boomin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iEtIxbK0KxaSlF7G42ZOp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1427491</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7585">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ISIE0MEDMdAF2LDMLrVD4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ce38123bfea68c1f623de66385a7d96570875be</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Da' T.R.U.T.H.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50407</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1384">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93584</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Gunz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31ccdc8052e944c24ac1181941ea06158cdb6bea</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sBv30RzdeMVPoBXbzjIo5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6421">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58d0d175246541121b141ebe31d142be962cb987</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OOlG5eBXSkSAAEeKjJb5Y</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Courtney Barnett</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'folk-pop', 'indie rock', 'melbourne indie', 'modern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">362842</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4294">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">600143</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'pop rap', 'r&amp;b', 'rap', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22feeafd7d9975cb1348f7b4d8101a7a467c5392</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ULO7IGI3M2bo0Ap7B9h8a</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teyana Taylor</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11132">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f7113509e539748971a69081b93fa5a07fd7c26</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clocks</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LLyROFg3quU6jDUPQEMkB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/20">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19722253</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04gDigrS5kc9YWfZHwBETP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4079ef5effe54ab8cc099e2b6d872899d033b09d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maroon 5</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2088">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['steelpan']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">steelpan</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/293207c4a1930f357c9e0a1fd0bfd331d2f42527</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kkgbLCUcJnnyQIAuGl9l3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracy Thornton</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4225">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1461</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Freaks</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AgbFoLXsXDgoSkYlS4UDU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/862f954b03f31cb260dd6d4986171ec5273c3cce</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3462">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Abramson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JsqVmLRr231YQ5D3q7nmj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10050">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5928hF4c1MriHfAgpFf8ya</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6252595549d9196d1824de81395915c22474c54</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16122</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trevor Jones</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7177">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/675e2490fc92de6becee28eb02f30bf03974aad2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195644</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trevor Hall</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RMHexittaAZkf8zukkZB8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'south carolina indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10943">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3H6A2KqJF5TLVBKnYwIa73</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leroy Vinnegar</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">551</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz double bass</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbb0c23fcd20fbb357262c6fa07a4b623248b2c6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz double bass']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2856">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4441bbc9d715dec9b04cc3f0cd5030b647a5c017</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'electro', 'funk', 'new jack swing', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80667</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">One Way</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">001aJOc7CSQVo3XzoLG4DK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10530">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ffXgsphD60oasltiYDe0M</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07e513d8e1359adf4c49c3367a4f477e87dbd143</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz guitar']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1131</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Beck</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz guitar</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1038">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new orleans rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new orleans rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae51ac9f12f59c7f40d368c5ff778b80e330bed2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11040</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kidd Kidd</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zJoKYyLmhvsq3ORbXE7xF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3797">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Younghearts</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33swxtSNJZYNfL4hLgLSp8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abc29a16e1da3cfe0c18e42c70ca773554f1473e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5692">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/603ee836e15d6c2079ee87e07e3b7c7925978fc8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holland</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21KpdYIquYJUEiEcPO2cnI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1498</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7626">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30XB6UJMhn7v7ZDX2GlIsM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Men</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17110</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a797cdb5febf5c07fcbc95407d1755e31d88f46a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brooklyn indie', 'garage psych', 'indie punk', 'noise pop', 'noise rock', 'preverb']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brooklyn indie</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5162">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14030</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ab09137a3142295800f675dc6bfe33df71e054e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rJcrQfLLtWSJAKbZPk6NV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yarbrough &amp; Peoples</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6115">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b7d677dc9b1295999f9f0f5075b2018df07af7c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gants</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1838</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hQdlCkPUoEWM0l4wSqJbz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8017">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f34eed55659ec041c763501e95a92081d0e2a089</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Motion City Soundtrack</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215991</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19zqV9DV3txjMUjHvltl2D</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'neon pop punk', 'pop punk', 'pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2048">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bcd5939ed5e9a9bbab3e74a114d265385ec9df7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lovers rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shabba Ranks</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3j7Sw80qzL2FJlryUhI3wG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lovers rock', 'old school dancehall', 'reggae fusion']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76831</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2658">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M1FpEWs2PeYfJe7xxJfhH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie Mercury</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2383033</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f142dc6b808dd81c6b506a51d337801d650b77d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1389">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d8a269d1d7dadd76b64341bf29d94f31d4ede37</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2590</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cwm843vv3YM0XvGAf5zgL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angel City</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8187">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Young International Harvesters</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d31196092cb385fef8e2fb1edce6a3c9a0a8f1c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10209</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15ayX8eP2krHpjHJJau8DW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4800">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buffy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XdqZuCT3I1PUbB8kvGW5M</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1359</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cfca1f8565284fcc3dad182760fe227c698321b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7132">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbaf8dcab46bc5de51e5098632bc9388711e938c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'power metal', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">W.A.S.P.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">381658</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BVkDHWRvLJEyKdvhLbjsq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8331">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandon Boyd</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QmjlE852mAIaEt2IpBquO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17068</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56bd07839b51d8697d8617a038f98f35787b06cc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3545">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edgar Winter's White Trash</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uOdVRRuTWjJVkcN0LXxwL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/423d791097a7f858c5b0df4bbf4ff620a6748e80</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10806</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1808">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117121</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee5bad15b240a6ed3c619dea089c0b92205c5eca</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Secada</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10n1KB2sjTrGdyuC83y8jW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6173">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sue Thompson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a4fb5619b53b2f0262fe97c5d6228ad2b342323</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KCnuZQWRl9FEwAcduZhP9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'deep adult standards', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7592</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11432">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vyPPi1hRd0KJvGlJet7wf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burning Fire Karaoke</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10355">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dXyuP5DZURgEyaBEas4H9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Meme</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c9aa85150e039926ff4061ec661dff4d6428712</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2139</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11047">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Barkan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63Hndej5RGgk4NdPxLqFoH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/183">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Chesney</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3grHWM9bx2E9vwJCdlRv9O</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89cc7048d98957e99ba59ada384cd269b2ddde3b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2606819</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4920">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff909bc0fe4f22707ce77d2bc33fdcf0463ca81b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2961</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23kP8xlQifcAV4nd84iHbW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trey Lorenz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9119">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d41cd87bf2ac7022d3de5597d9038f44a692dc7f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1G3GtzoiNKet6AqJO4njh5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">650</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">charlottesville indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boyd Tinsley</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['charlottesville indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9224">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['medieval folk', 'neoclassical', 'world fusion']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/894f12236283f919981e1ce73347ae5e1376a70d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21007</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Azam Ali</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FjTtbpfWj8SBN3SGjkY0W</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">medieval folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11201">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultra Trax</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36cb222a02e46b865921c94ca7079f7eeac7c4bd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19C8G2NbZJYOEezVGa2ilC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9879">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GjnMGiQjHjG5rb5cQ7P4k</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'miami bass', 'old school hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d72d0eb6cae61d2642f73b358995df7799c1fef3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13886</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gucci Crew II</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8326">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16434</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City Lights</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be43b4cc9d89190783db35af9ae346343888044b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bUBytTbsYzDBKS9oD29Ot</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9579">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestra</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Berliner Symphoniker</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7360142a8274b7d0487de1d1e4b176e6fc34c112</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestra']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5034</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pF76lplGIvEFGb8lI48hA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9077">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97393</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ba9cc9b7e02d25d6b6c808a2bd082309b25a166</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vI0xGbQl2cMnMiagUEBOj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Courtney Love</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5409">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Macpherson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eLgh6OisMjiR9tWPyZCp5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7092">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daughter</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'indie folk', 'shimmer pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d38fde0814f54b9d2a08535d07f104b792362fd7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">943676</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46CitWgnWrvF9t70C2p1Me</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2812">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NTpQgAYl1b5q7AIc0NHYC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Hazard &amp; The Heroes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a50acc96cbb2da54514431fbf21e8045d7b686f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7372">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jukebox The Ghost</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L8jXe7QeS9oYUoXbANmX4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100257</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/109f11a63202723ccc9791e0a707ac9be1dd1a61</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie poptimism', 'indiecoustica', 'indietronica', 'modern rock', 'piano rock', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6117">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ted Taylor</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04b3d49a68005981390caf3a62937f2d26a2c571</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QYN2PJUwq49cW3T75KXCG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1558</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3059">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a675296ed4f7063a8bbb86ebd88db1358d5ef08</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iB5AWIa7qreioi0AF3Bxa</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bellamy Brothers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135801</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4977">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59796</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb1bc9a2fe7ca96bac9634782076ea180e20bf18</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Commitments</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kiBy7FO5L4ywMz1xF70PX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5695">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dcdbfeca1feffaace11ac40db5f800c7a51addc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'bubblegum pop', 'classic garage rock', 'classic rock', 'classic uk pop', 'folk rock', 'freakbeat', 'merseybeat', 'protopunk', 'psychedelic rock', 'pub rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30397</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BLpGstUHxDc6vHfBEiaXm</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Move</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9342">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LFO Waves</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['background music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JjFLJxtZ8Es5nRpz4146Z</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">background music</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32f2a90d910aa2b6e3838da72042d6a2818a8b14</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1264">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sting</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1413062</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ty63ceoRnnJKVEYP0VQpk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">permanent wave</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['permanent wave', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/335fa9efd698a9ac3017285711d83416984e6806</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4804">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FCdT6C0eVGnlw8DnqHCFV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42395b5f9bed258c7359be8197e4679b338c6179</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.a.d.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10840">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'exotica', 'lounge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6X3GblgxLrJE4xKW1L69iv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1351</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2caa96b227244c42859c7dfc9fd90a48a910ab68</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leroy Holmes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5906">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thursday</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102054</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2f0b3cfe7764c49859cba9f4191dcde488206d5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61awhbNK16ku1uQyXRsQj5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'pop punk', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7632">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0INDB6Snts5NDbzh8jC3lk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Run River North</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'indiecoustica', 'stomp and holler']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/855bdfa1ba3a94c2f621bf111cae516965ec8288</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43969</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2735">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153672</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Romantics</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'power pop', 'rock', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b04015400351b643a3a0a06390cc44db18ae47d9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3daM7asS0gCFvyLemNx2EE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3578">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TeLOtFQF1hc44mnwcjgwy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scottish rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">401</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7ccbbd4429bd7a7d0479b3f93f7e8da74e92be8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kitty the Lion</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scottish rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1907">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/453f087999cef4c5a1aac22d452faed666e9735d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rentals</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NmdKZUM96z7NGvL35g5PC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13343</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6091">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EHxPrCwCuIByLTKz6VeIW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Tam &amp; The Turn Ons</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11327">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel reggae</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5770</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel reggae']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/352ecb10628031cf553ca71d630a0eb38b7439df</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avion Blackman</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lEo8Bgl7QGsRRZXZr8mWO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8194">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3186</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Random Axe</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pBKouKb8w9CJN8rJV5PJI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2be30df0db7879df18004b8e176aea0b8a563efd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1460">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xTKLpo7UCzXSnlH7fOIoM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">510792</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b05a9d1bfb856e3c55ae64cf004dfad6d338be2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Redman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/450">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">562662</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep tropical house</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kungs</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7keGfmQR4X5w0two1xKZ7d</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep tropical house', 'edm', 'tropical house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db0a4418f8fc25d87038a1ea71a43e7c9afa5e63</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4951">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TEserE0g2TKlKBCGElMLL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Enea</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc409548993bfc07fb10c90002742ba779bc7835</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle', 'freestyle']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10472">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Thomas</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CPCryKuTNNCSWoL8DEqNb</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c08b2189cc1bbf143640d114a92d8fd87c91b4ae</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1418</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2771">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256684</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'canadian pop', 'easy listening', 'lounge', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cf68a5624e8a646d51760740d83be8a3361cb71</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Anka</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ceUfdWq2t5nbatS6ollHh</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7306">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xrCU6zdcSTsG2hLrojpmI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'gothenburg indie', 'indie folk', 'neo mellow', 'stomp and holler', 'swedish indie pop', 'swedish singer-songwriter']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c5b835d83fb7451c409afba6867d069a8acf596</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">José González</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">728327</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6564">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Margo Price</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63077</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09yvLritEUxHrzx5TlFvbl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'new americana', 'roots rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f952498ecd9b356d1ee9349a7bedb6a5c75e148a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/571">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler Farr</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/872b7fcaec25a2300c90ed0b104d7a15d0abaf1f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">441707</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vHV92ecrylnUHDM4d2MtC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10478">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">space age pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ff970e77754be9023432d74305befa3505f1ed6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['space age pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Paul</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19435</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hkZGvBotqZ7uBBUnBwmLC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4543">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DqmNLPM1kAbSBQk2FMm6b</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235975</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24425935c3632dcb3638096bce6a089f4577341d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda Perez</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7988">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35843</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Two Gallants</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38umPQJRH11dxydNwq8yGP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/569e0f6d0df1b4bc94107387b08b89cf46563d7d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4676">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cynthia</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc64e1f4ca8115d0395567e4e510ffef583f70be</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20798</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nqA4JV7u2zG7prO5RLlAC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8348">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yd3mXOvxwQ8jsGTy8gIQc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Hudson's Melody Men</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/664">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1196822</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5P5FTygHyx2G57oszR3Wot</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a86980fc41c4ba691b51152625ed2fdee323f94</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'neo mellow', 'nu metal', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daughtry</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3499">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Detroit Emeralds</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4407</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'rhythm and blues']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51hRQLOySCpDBsBL6C03IZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df38fdbcbf646ebf82a4d2687cf6399784dce7f3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2153">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'turntablism']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05b6bfb62f7bc86622b384d5b88aa974a4b30318</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Sheep</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88787</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NnCgUxhtWt1yBtpDyvFQf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1937">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Annie Lennox</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'mellow gold', 'new wave pop', 'pop rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">620666</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MspMQqdVbdwP6ax3GXqum</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb1b39783fdc9625bcba0837e7da9882969eaa03</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3557">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FBj0iWKdoGTpbHjDf0ThK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Youngins</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/485f18b8f559a41832091e8f55b7182c75fd5486</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1553">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26234</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6351ed4c50a1b65bdc9a2c70ea1792c26836598d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hDwYJ7KaXEQV2XBeijKNt</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Chat</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10276">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7i7tNYAqvhu44tEpVBhyP0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Goudreau</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">790</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0124129096ab6fb3590a321e5ff44c82aa457688</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/741">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4326f63423f49ba204dab0153216ca5b333103c8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray J</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gbGGM0E8Q1hE511psqxL0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">703943</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6146">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2532</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c0ce19059ab32a8ec8b658afe013045acefaf3e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XThtYxaIaPS5o9soX7kAu</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Lynne</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6289">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5648768b0f79f7632930eef8e6762ed380654af</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rDxtYUzTAYJJE3Bl3Z5IN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41575</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'anti-folk', 'chamber pop', 'folk', 'folk-pop', 'freak folk', 'indie folk', 'indie rock', 'lo-fi', 'new americana', 'roots rock', 'singer-songwriter', 'slow core', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Tweedy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10796">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42290</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kingston Trio</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'folk', 'folk rock', 'traditional folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c77989e1d9a05cf54ac2d98737469d05183e560e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qtcbDvdIgQOXkPbtRvBaQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10987">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Byrd</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'bossa nova', 'cool jazz', 'jazz', 'jazz guitar']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14038</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a839bcdf68a99108696fd999546ab8c4c3a59d3c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i5yrKtlP4URcRBXQQwnik</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1509">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cStgiv1qH5z6GYrFsjuGj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2364</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toya</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/457fe30c6b923e82467cbb21155b924e6bddc935</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3901">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DVs21DjifVH0pgsjPlokN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Music Explosion</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/334766dd64ef977aeb75bc0afde2a7d7f4bc9156</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7641">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nz singer-songwriter</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Finn</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nz singer-songwriter']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5fa09510ae7a698c3c64d55d2c81c7cfd6e0164</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45823</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183DuT2WcaEO2tclTJW1tU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8797">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12 Stones</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222489</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian alternative rock', 'christian hard rock', 'christian rock', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DrXhci3WAyo0WJv1RBOG6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2149340ca75071bccfcd1b2857cb73221d9ed752</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6033">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/961e2989c992f0c4bf1e75365631de4ac80718cb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damita Jo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bgoYtsrUMDi8L2kryCpmn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">661</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5713">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eNpjkpmel7UqlYFheHc18</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Young &amp; Graham Nash with The Stray Gators</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6733">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">798221</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47z7ZrgFoBvVpCnElCE3Zh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yellow Claw</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/971b176993dd8a72bbce14ac1cc50fa8fb8db9e1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'brostep', 'edm', 'electro house', 'electronic trap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10532">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6cd72e112d92b28e3df48b9c5198cba31225c4e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZTpSMKKljfomqVgeJGwDL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pavlov's Dog</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11906</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'progressive rock', 'symphonic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10253">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz drums</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MNNVXEpagQ3QWiOkXjQyT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harvey Mason</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6160</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f7acd3f1064ff7ccf930ccec76010b86ed75fed</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz drums', 'jazz funk', 'post-disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6975">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Claypool Lennon Delirium</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-psychedelic</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1d8265bd830bfe67944afa875a751c3dd4f9057</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64832</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-psychedelic']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yUsje7CszKGu4g1f4ih3b</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8229">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150822</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15c573914f20d56c1783c82de40295445495e709</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g3uG8zZZANGT6YOssgjfC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenka</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1810">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72fc22ee4af38947cb314d3b7e0c1a6be10fc504</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">572659</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fikk4h5qbEebqK2Fc6e48</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'girl group', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">En Vogue</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2220">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coro</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rKi6kZNi8iUz2mMlaAwQ9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/182c71a786b5f4178cfe4b9e49ba9d652be8e921</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9183</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4813">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99b354cef6f088bc6d5400fffee5095b2a038cfe</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">220806</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GZA</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ns6XAOsw4B0nDUIovAOUO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5614">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1211</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qVAJPCHuOiMxlJ7h9xEAA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.C. Smith</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b10cf31e9d36ad28198ebc3f94734db83eb7ae9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2541">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107134</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/088e8190270f14d67c666f9d4794038efcab4c24</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AHq6rutf72JF0ul8GB6G2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jets</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'minneapolis sound', 'new jack swing', 'new wave pop', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1440">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'dirty south rap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169232</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clipse</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2J257euzcjnDLipsyJH3F2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dba80f94d4be6d119eb5ffa772016ef58bc51413</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6399">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MhtYlJvUqfd2EgHSQTGK4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f2eb39dbb3dd9eebe61ce1d3538ef87fd3ccc8a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim James</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk-pop', 'funk', 'indie folk', 'indie rock', 'louisville indie', 'new americana', 'roots rock', 'shiver pop', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73971</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9283">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7770</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85cba40188d1e4703932346d8b4e427482282eee</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luke</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HWC3HweNpFwBU00BNVCCq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6700">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3146a4457f5d120219157358ec30dd172a32e695</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Motionless In White</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MwPCCR936cYfM1dLsGVnl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">544757</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9305">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/587aee82a1d6b005a5297e4681487b7fb2204e55</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonatha Brooke</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3djsIvG79aMILDWDNiyChc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8013</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk', 'folk-pop', 'lilith']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3194">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f43d7900ff95a6af4b6633392ac597af342d84d5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'philly soul', 'post-disco']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0m04NLVsIfjqZMBfw7vTf4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17170</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Salsoul Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1659">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45b84e8f4fca3d784ba2e4a1cd019e29defc929d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock', 'post-grunge']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Citizen King</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4492</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ca9nb6MJ3lwyF7dRNJm3M</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3785">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The St. Charles Borromeo Choir</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NVTeGmwd2WQm5r6DGHV2Y</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9504">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'deep christian rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3276c0a0854b99aa12eeeb1d15f09e31f48564b4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clay Crosse</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10885</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AANxVyO6dOulHHX5pAWQg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6638">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531224</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d21fe5a94e6f65b40eb8934d01f4be52586d843e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21TinSsF5ytwsfdyz5VSVS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dodie</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3654">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iukgoDYPYloiRAXegzb1I</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Misty Morgen</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8969">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VOQX0sezyQ23LmfJNIcDX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f2a5662dea14c697112f33f6bbff547ce57d7b2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amici forever</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8595</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4737">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29TqfpYdsCGfWhoCNFMiKB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4d5162a59ec299f7c97906efbdb5fc9cd64d81c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pianissimo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pianissimo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leonard Cook</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1052">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136145</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf18da12e9b69be61dbaee3d3d366b8597411af3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rehab</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap rock', 'redneck']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qh1aHXy7LRcb7eyriuJTS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/703">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46973e9b3b4611fa8882e491a3dfbfffbd67926e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12888</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Finatticz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49AG5IHkJj7M5faSOVGVAW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5253">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0912f14966c32e5588609dcdc13f33db2f8e761</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fletcher Sheridan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EYWoHljqWuMZ9upR9Gyun</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1774">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d25e8d5f1d06e238771595e9b2fda6063454e85f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323163</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xWPOujQqd4wXyB08slZ9Z</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'mellow gold', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Cetera</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5423">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Omy3P5hFZym7FKum1JA1s</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">UFO</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242439</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f15893f87a3f460765776905100bb6ea17e3920c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9444">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">praise</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0954fd90f7f77ba9a503dc73c491cef240b4c3bc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['praise']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Radical For Christ</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IasY9qIMVuTssFl6ECzKA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1881</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1579">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278970</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'outlaw country', 'redneck', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Diffie</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/101984ea394fac868a71daeb06c851400992308a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3THMgU4KdL7LlO5TEREs2g</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9521">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jVdnobjK8xR3M5OeFGbAF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3X Krazy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'hyphy', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23563</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59c7384c7bf656b42c7f1fd09942f70572cccee1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8119">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15340</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa5619c9ada7c3116d1e054c9871e01a9a62a3de</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wYJgFEDVZmiCywTxOmoEe</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Honor Society</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10830">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bob Crewe Generation Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea831e39bfe1e5bcc389a6e634fd1976df88e37e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nNqmIVNxSboqqf9Wvv6Sr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8273">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97448</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61fqRzZ9aHyPeTdUIqEEFx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristian Stanfill</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17f1c52c8daf66fd59dd873bf19986c001d11ecf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/848">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NbfKEOTQCcwd6o7wSDOHI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Game</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e370d02207a01caef5ad536a6702037b7e7a9f3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2146861</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2109">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'southern soul blues']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xGCmWMUMHPicNOqDJeRf3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47fa032c48bdf9b587ee0674ac31f669a01b0d4b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Cooper</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9249</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3044">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">499</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carolyne Mas</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VMu2uaJXKmWj4LFZoe5QP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b789fb57b214507a7d1ed5a2d51b91d0a3f4f0f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8956">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0d9CwgVJtuMExbVXi1n5cV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Babs Savage</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80861117bbf4d3d2374dcf4a214c238dac3e6e69</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1271">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jagged Edge</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Aq8lpLMSt1Zxu56pe9bmp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f5a91e36347f2fdbce10211ccbb057a09ec0285</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1007681</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'pop rap', 'quiet storm', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1660">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pablo Flores</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zTUYXZHltJuaK4ONIzKDu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3409">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Clark</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27022</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iOpZ3mUTWOjjER4mGcZmS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2446ffda81b4c8a9b97d8b22e33e77e0cc908c20</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10803">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yfCzeWQYRMJFZhZsoONty</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">522</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb29a2c0636a8eba560970d688b911b8e1ace376</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Miller</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6984">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror punk', 'psychobilly', 'punk', 'rockabilly']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ivKiS6TITQYizkbUUahbi</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e744035a87473661a5b389b8b26707cee69ea2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiger Army</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93039</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror punk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7742">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eyes Set To Kill</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pixie', 'pop emo', 'screamo', 'slayer']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149364</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7omnn7IRrrxdMwSwchVxNP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3e5fbfd68422fc0fec2a6dd604917ca988c3106</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/548">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23zg3TcAtWQy7J6upgbUnj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'pop', 'pop rap', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Usher</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e11ebc670e5b5fec7a765ae974e114f394236b9b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7094201</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5226">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Massenburg</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37ZArWubdEwY6Q8c9D7xRp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11086">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yv8Gt63XlU8gNyEaxdGxM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The People's Choice - Paul Simpson Mix</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10829">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Maggie Flynn</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5b98b7e9fa0d0f67143ee0292ac26dcff2e9e45</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C7W3AEVHkmNwJnqOjBwvB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9216">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42486</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donald Lawrence &amp; The Tri-City Singers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57d6a3ex4tB3hO0WE1hC1V</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f796722d51ecb9f07aad0bb66f5d1003bdae1795</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5446">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goody Goody</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1923</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25f138bfc5b406fb218617088a0070bae4f88b61</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eFek3d0IKoYQvVCqpS5z3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2192">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Mo9PoU6svvhgEum7wh2Nd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506488</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Public Enemy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d0e1daf051b1179067c3bdce005447af13807dc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/891">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">495169</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09a320c87e69ced87bb1b0989e9131a10a1066f2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rWZHrfrsPBxVy692yAIxF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WILLOW</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3180">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e1d7f69f4ca3d114eb32306087dc3c3980470da</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jMpwPQdadwSr0NQZpUNfq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9830">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4i9B3FTEoiNiifknQvEi2h</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12e7fb577f95f944587788d5ba2bd81c7f9e4df7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['madchester']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">796</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Revenge</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">madchester</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2781">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1q7m1DacLfRgt38Wdin4yH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zebra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d2ff8447e2e0262d5fda16f98bf21afee1adb58</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21746</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8464">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4861</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'deep comedy']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d29feee85a5203f80106ed6802fe32e4a451eecf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Artie Lange</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3s5KtckSMZSS7wsELtMDme</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5413">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Fmd2bMwPvN4CmfaIXRflR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faith Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85e6362e4ffaad29bb662e171f9541660e3f00b4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1637">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1774</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b020d6c42d0afab5a0b294e9555ea931b672f7c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K-Ci</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cynDosMoBQcVD9UKLq8eX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11434">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cox</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dIE5hkWdKXjgTFrKH5Sq4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1704</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1163e3fb5a10dc36989dbced164f6dbdf98d6cf7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11238">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.W.D.Y.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23zijH6m9I846Pnj5t7nCN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1403">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145646</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stacie Orrico</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'europop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b62374f1fcbf54da582c4ca53808fb8cde54cda4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QjWgYDeKNP2iPHTdTttnG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3191">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/284ad0a3365bffe6ef7ecea5356fe50862509067</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jirMwr4cHJzjtx8vDX5IO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marilyn McCoo</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1010</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3388">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Natural Four</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6765</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p2l2eeZ7bmnpPfgpdZCmY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8053aa0fecf9a5a40db3a6989e46d46e7d74e87</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5571">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Country Joe McDonald</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9295</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk rock', 'psychedelic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bf2f09a1d816e0e5767d8292767f0ca14dc9f47</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fsh5BPGWt8oGFUwQ6msCk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8090">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'family gospel', 'southern gospel']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Crabb Family</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6eff7b54628b5b268744609d716886e5ecbab7c2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19982</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Fg4p216PH5hvVZWbWCguK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6490">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10gzBoINW3cLJfZUka8Zoe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">520577</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57d1c3dd53b1593f3463c605548f46076002e36a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Above &amp; Beyond</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'progressive house', 'progressive trance', 'trance', 'uplifting trance']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/969">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shanell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/874cd12563681d73a94d925793e91a32b84dedee</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4013</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0omFWrLn7oQeN8BuSOcP1P</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7783">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Pd3T9CwmXgcnhJ3ulohq1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everfound</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11265</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cdc639530283002aec678e49b8c7efb6ba18c3d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1091">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ece1104250b6a3cde1f8bec1bcfc1d7656821d1b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rock', 'post-teen pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">460276</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashlee Simpson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hqDqHtBlgxXpLXVYf7c8L</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4753">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oGOUVzYlcCWFLHgBrSblE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby D'Ambrosio</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72780f3efe25a1c3626eb956114c76318e6344e3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6997">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qgnBH6iDM91ipVXv28OMu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'escape room', 'lgbtq+ hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KAYTRANADA</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e566e4f4756064c5d00b892d4f5dd4d111c03df5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">507184</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3926">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Colourist</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43651</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indie rockism', 'indietronica', 'metropopolis', 'modern rock', 'shimmer pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hK26QoGcuKV3lH0x9MvUU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51e18ea8e2a739cf9d28bb5a663d475ffde9dfb4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3923">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4d22O5s2UK1KzIoZRR8NZk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitch Ryder and The Detroit Wheels</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">887</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44420a5841967235c55dd6193b7fa6f92065294c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/828">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/570d46c60960d93990710d83a5f8012217eb7aec</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">831331</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'gangster rap', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Meets Evil</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77IURH5NC56Jn09QHi76is</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3760">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1047718</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk rock', 'hard rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74oJ4qxwOZvX6oSsu1DGnw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aab6a0a0e9ca2ab17460b0451e59ba507cc5802a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cream</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3968">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d2467d17e362adb5a7781e072c8c23d080c5a97</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby McClure</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51XxxtoLP1n34IUdyuIn4Z</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9446">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">background music</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a813b3244bb376619a1b327ee90b75977615aa3b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silje Månsson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kjvjrxeHcYCe2KZkYHqIu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['background music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10819">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d23687a77bfeeec91a5526d894d1d606f4848cf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01056gItT5lFJEvQnFOByX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shapeless</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20711</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5664">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'philly soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lIu3yk3Vz3a2dVSoBHJDt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13546</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9f1757e29ee76593c16d1449d191199a15ec7c7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ebonys</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4818">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6390a36d490ddb08dcdcb990bf77600c976142b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dionne Farris</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HO1DbzU86pWWp1vBN7l6k</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5422</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3571">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Tk0pWxTuQgnE5nsUexrLr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10329</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95ecc317bd38f4cfe53baac9fc4a42e22b0d7f55</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean Knight</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4191">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3ed624ec9127483f4ed14b252f4a26d1243ba67</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vox Freaks</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04T7QEqAiQBW12loi1g2CO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">593</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9246">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a5685f0ffc5a0ab0a000b0ca82dbfb435872e8c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killarmy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23265</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wwleY8YnxnutxOExPVoJb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3662">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KeTziLAcJFEnbhfIMRh5w</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4341</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dee Dee Warwick</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/080324c5229c4a6240fc716d098f9711dc82a6f2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1012">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TI7qyDE0QfyOlnbtfDo7L</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1116927</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/925ec2ed973dc956f2b13ad171334538463bafa7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Matthews Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5703">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22417</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Argent</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68904c35137a8b29480c701fc84c1989f197ccdf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'classic rock', 'classic uk pop', 'progressive rock', 'psychedelic rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46VosWAvtZsBl7rvxufsWG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6249">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerald McGee</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14ppbhRSW2OfLKmOudTnZt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11253">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/384a25507ae487443700c5305490c2e292be3eb5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4i9GdN7wFdHHjYUsJSDnfO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jarrod Spector</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2324">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hi Tek 3</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75aA32HVEg7Z9QNG7f9l93</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe70133e59f8f8ba33d4be41f2fff56433e2b989</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3125">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19723</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b74b4664fbe6e49ae2017966ffcd8b63a013ab3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'southern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wet Willie</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fzgnTv8gVkfFhA6V8Qdsh</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11441">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast Of Aint Too Proud</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8487fc9301fb860928deef793402940c03b2eee</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6msgOm8DS8gZzdDMvnCxz7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/381">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6183b6552723be399163857813f3a789ddcbb3d9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">aussietronica</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69499</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02A3cEvlLLCbIMVDrK2GHV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['aussietronica']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starley</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6592">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af531125938c7d8cd4625e19e6d73c6bef4b4810</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3btzEQD6sugImIHPMRgkwV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wolf Alice</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['english indie rock', 'garage rock', 'indie rock', 'indietronica', 'modern alternative rock', 'modern rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">288163</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">english indie rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/738">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'conscious hip hop', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3dc24b4e5b47c80ff3614aa20ebc4fcfc39e5b65</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lupe Fiasco</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1213719</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01QTIT5P1pFP3QnnFSdsJf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1397">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hfPo38uVGaKcxfOpqJwf8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaries</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/133d10e5a0b80479149ca5f38fe0ac2e5fe00462</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4536">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2b5bumND5AoCXH4qXIrKZU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Countdown</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28285871b87a97a117ab3606bb156d7e8510e25f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4668">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IUvXYeMtVmp8YJWf0eqvf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30767</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">INOJ</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fd04ed76b7304d0019197896784c379106353dd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/458">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">884937</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/271f32661dd63fa214d6a4657c8856e5d5f65f9f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Posner</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KsP6tYLJlTBvSUxnwlVWa</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6729">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Demon Hunter</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f3a43i1MJZwdjEpV1M0oH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e5eb9266b4ba2008a441c92ab2fa9c90f262d25</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167608</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian alternative rock', 'christian metal', 'christian rock', 'melodic metalcore', 'nu metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8659">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31714</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8f078b083651e5fcb5c587c84cc93558be473d8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Department Of Eagles</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folktronica</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folktronica', 'freak folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0d2BmAcZ7p8vrtBPY48WMW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1058">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'madchester', 'permanent wave', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oasis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a4e00f806df130d22e4bfc19243bbe743c304b3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DaxqgrOhkeH0fpeiQq2f4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4302069</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5224">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51fad6afbe464c6a356f89085681ce5170230657</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jump 'N' The Saddle Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aj6bmxkQRsJRYcUHXj4lC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7021">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uQWmt1OhuHGRKmZ2ZcL6p</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469239</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41e471a24fdd4182ddd9463ba379b45ca0b75c64</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american post-rock', 'cinematic post-rock', 'compositional ambient', 'instrumental post-rock', 'melancholia', 'post-rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Explosions In The Sky</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american post-rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1238">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/563bb4b3776fbbea7c05575b1fe33d4c0db255de</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">609706</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taking Back Sunday</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'pop punk', 'pop rock', 'screamo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24XtlMhEMNdi822vi0MhY1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3093">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic girl group</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rXI0q8Cahq6numvPlloaq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic girl group', 'motown', 'soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diana Ross &amp; The Supremes</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88bdc48ca59df15577c18d66c7ec9a3fdedf1666</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51675</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9529">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d44b1a8a0d45c827ea3a2e5cbc2982d79e5a0b1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Space</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76vZk3TWaVcNiP7H7in9fu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17703</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1493">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282381</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LW</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e85efee28cdda6cff11faf197cd948dfa5f08bc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lFHVcUeJ9Gq6AZiU3ZAOa</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6576">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42436559ae029809674c8498f2c998e138a7a757</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'industrial', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rock', 'wrestling']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marilyn Manson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2172798</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VYQTNDsvvKN9wmU5W7xpj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9285">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53717c861c2c650ed4079122517ebadd963d98b5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15817</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Lowry</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DpnqUope0VrBdoh4T5Uod</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4844">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ded0cadbeb862c6532b2017a49cff6ce702bf700</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Immature</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100677</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XDxFeclKBCFPb30yQlRUH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3119">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KeIof0zqga5ojkmOKg88P</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plastic Bertrand</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic belgian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4f6f77027463a436073a4d379cf1c1605f23114</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic belgian pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21412</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6396">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iWiAD5LLKyiox2grgfmUT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1684944</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bullet For My Valentine</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'melodic metalcore', 'metalcore', 'nu metal', 'pop punk', 'post-grunge', 'rap rock', 'screamo', 'uk metalcore', 'welsh metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60917442ba14cde2f6f1415d870622e08f7b3c34</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6780">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CES Cru</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jNpkZ55HFuYxJo6q1qawG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85307</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9a7561de19225dca1fe1225016fb3f4ac2e89a1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5143">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ijZqVJiWnI8EEPlhz62Pb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27e0fec40e11e7198de6ff3cc12e00d250c879c4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KBC Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2817">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209473</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b8f3b67abb11b4d8e4ffa787deebb688bae52b2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Oak Ridge Boys</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XnO697XIus1M0cMuxZjos</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3289">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janis Ian</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5c9uFWpZY2MTlk7Rft0tgp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57e00d1726406f8652827e6fb451bcd823faeae1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61137</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4496">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3225</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madelaine Petsch</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sYjKuTeP3mEZWbSdCijMn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11378">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2r5YbIRY0nkTCFuCUHbE5R</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evolution</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2324ba165939affbd41f956c0b0dbd33780d57f0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6269">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'motown', 'northern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GF1B0GIaFrLFLdfH6ufRO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8808</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/236a6080f08ac0002a206e089bdb854782856782</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Exciters</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9720">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4H2b90USTVSstPktwUsDZE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'jazz piano', 'smooth jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9800408dbabe239a0f265f4ab3abbf391cb904a6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52472</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Sample</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4864">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">429</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b7b360d243d9ff5922999a0edf4807a49b5e200</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juliet Roberts</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hip house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oZwvxvXOK7NVV6iqExiU5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/562">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v7efr4mqt3RQxkT0Mmh5g</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['romanian pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faydee</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/122ba88e6dba4d5f403bc0e057a17332b16d56aa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90417</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">romanian pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8725">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23055137b85a963278eff1ab9d79f145eba729b9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36 Crazyfists</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94515</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ijGLY4dzlurDh7jqH3tW7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'melodic metalcore', 'metalcore', 'nu metal', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3541">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Byrd</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WXpplxbfcLvaAlhDbfEyO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13526</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7373fa383e0cb51377e7e4b378213c93e1dbc2be</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6143">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Skyliners</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JeG1IusHcsL2owYnsJ7wk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b39d7959fc9ee674a901cef22d7f9690e034b685</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16981</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8000">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32Jb1X3wSmmoHj2epZReZA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4358e93996bfad4cdeead96308f0cab5f1207c07</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental rock', 'metal guitar', 'neo classical metal', 'progressive metal', 'shred']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Vai</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277439</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5982">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uuQLSmKyXSXIStTYGKLrT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie Scott</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0ba482b1f520f04d72416ed2763219bf809635b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4129</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9577">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2576</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camerata Antonio Lucio</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PFRkhm14YQImpABSp7asO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9ff1581dd8034b1bdbf8bfff073ce8a18bab576</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11425">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c9924a934cc460c5d5134debc8cd758b7d76e21</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Blvd</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3406</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75OzsBRBsWtB2pSoyTI6qJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3297">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">857</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rusty Wier</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ada255f129ac8fbd538d447008a000728195389f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lzHv5qwNmlLHFhhL7w9TP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1939">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45c02cbba9e991c4edc03f856a92f94bc3984f08</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yNLKJebCb8Aueb54LYya3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Order</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'electronic', 'madchester', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'post-punk', 'rock', 'synthpop', 'uk post-punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">954766</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4066">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zZJIsLuWMdL77gsYkhv4b</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Four Fours</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c4c4a854bc6a5d652edb4a612fa17409243d7b6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9582">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lush</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'britpop', 'dream pop', 'ethereal wave', 'noise pop', 'nu gaze', 'shoegaze']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56b2a6a3f335cd4ac52aaf140940acd19d624355</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ysp8GwsheDcBxP9q65lBg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60719</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5891">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Iveys</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46jw0v7jeJN686D331Q8VC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9411">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'art rock', 'funk metal', 'funk rock', 'nu metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f108bec8a55b38f5e0143f8e7d533f15742dcdc2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Bungle</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zq0uqN9Wq12tqrQQt1ozw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133617</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2696">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c45e8cba287ba947471687ee1bb9bd421c84937</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2urZrEdsq72kx0UzfYN8Yv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spandau Ballet</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540539</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'disco', 'europop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10230">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1987</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MBZ7cW7vbWlM9YMYaXE9n</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4db3215e373840ade5dab108872e1c4a3dc1e06</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20/20</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6976">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lacuna Coil</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">347933</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8aa04f11b4506bcf257939db2ac84b51c17af7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OAddazJM576euUnFSvXSL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'gothic metal', 'italian metal', 'slayer', 'symphonic metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9770">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12822</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical flute</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/225b84731734306443d5ff4cfba929dd2d272715</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">774mHr909NkDVeyyXQBQfZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Galway</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical flute']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8367">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2479</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alfred Newman</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2e7myQwGa7Vyp7sss8brVC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a51aeb2f569843710802545e3430eb64ebd7de1e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3584">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VRbnK7f3SHgZZwNSiRifQ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ocean</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec80ce8e68d00cd9f89f71c184e2dca66156d8d7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7574">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c0ecd2801bffc84317ca48fdfda12c8c051c5b8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Clyne &amp; The Peacemakers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3G3O90wIZmjYHTX2vgTVRM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8019</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3579">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b62eb066f66910e326dd0e93ccc09e2073a81f4e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Baldry</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">226</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23a7RRnIpe5rS97rEU0MzC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5753">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4578b62579d7208516a049ec1a75f636a975cdc4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Nix</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NPzR70jYNxmCapRCwwBkr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">753</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3835">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'folk rock', 'freakbeat']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9610</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rUmEpDSHKMhamwClclHs5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89003f116f3e2964b4312d8b5b788dd4ab9e7edc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lemon Pipers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1720">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/863cd288e011aeedd4ab96fe3f165513ac7b7e35</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5z2cHsOmmmWcAPNG1oEhw0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Xscape</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">731380</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'deep pop r&amp;b', 'girl group', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3291">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UgUTRbDBLMcRCantpTWIe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Odia Coates</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6803">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4588a3fe5a5de7fd4f60a4cd1dc64a732cf9ca3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kLvhMAuCloLxoP1aVM7Lr</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Giacchino</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131495</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3529">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">413469</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'rock-and-roll', 'rockabilly', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xls23Ye9WR9yy3yYMpAMm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Richard</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8482a715712ad99032f35870bd2430b9b71b7283</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9978">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/716093cf1eda8654b4610af2b197fea7b981c900</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prophet</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">612</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50KPdykhTCIDMLLHCFWqQC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2226">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43b9b17ff2793ef280127a67cc8865fb5608e45d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19292</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75NLTo547GvC8W5gmRDLLn</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Fischer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5493">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Emerson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MwQBuYuEnf6hLsupDJ0Um</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34560</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f763940ab5942f023bcb1e3782707154f3c5aeb9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9429">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56825</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TOosZsVbwb5O1BOFdcLmw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1552aa2c2ce6dde8d55508e891aaec90e7a1c07</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Coughing</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6698">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18525</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4a4ZqWAUWjDNAnBTfxhJFn</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DREAMCAR</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf9bc016912c56e3545806eac42cffa0dc366c21</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/928">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a3d35ac9793444096cfe1c97ce689786a4128e8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">862754</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'dirty south rap', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GMYJwaziB4ekv1Y6wCDWS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soulja Boy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1355">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanessa Carlton</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'folk-pop', 'lilith', 'neo mellow', 'piano rock', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333071</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/865dc5298c4317e1cfed33d95f01c78492a1c51f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ILrArfIV0tMURcHJN8Q07</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6696">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LeToya Luckett</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EyK0glCKdNVaKjVxFOHCD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0e8331f03ab4a5319b32d64576dbb863a021ffb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239032</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10493">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b5fbd24e23d782b8826f5865d41ff1d7d5355de</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UonVroLcAIUvrVsmNko6C</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mads Gismerica</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/835">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Xfmvd48oOhEWkscWyEbh9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lloyd</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad7bfe74eb0f28fe77e461e95aca69e6df87d489</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1165971</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8019">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep chiptune</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2538</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PfiteGKkLREGubVMoSUE3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Douglas Holmquist</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep chiptune']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13e633297fa241b0a09c83f35927d43553f7dced</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5050">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/409cc65aa0cf1030632400e5fee1c5f19d69bd56</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">288</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Library</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IkKvcB77pnK30tY65DGGv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2909">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a83ec5dc782d63b0ff98af793f018012d0b5ecf7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'folk', 'folk rock', 'mellow gold', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Art Garfunkel</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247900</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kEsKkXuE4olX7m3mNLZkS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9373">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AHGrNDMKFi8rHqQ8kJqfl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac01396f11b22920c0a05e5a012f59e666dac92d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'downtempo', 'electronic', 'intelligent dance music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22905</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Orbit</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1339">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">841570</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa3499bba4c9e3c7d93649582dc3c68dc974d198</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DzRMyWgjuMbYvt5BLbpCo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Hamilton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/308">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5fcdc130ec341b3e8814da749ba260191c938aa</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21549412</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coldplay</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['permanent wave', 'pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gzpq5DPGxSnKTe4SA8HAU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">permanent wave</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10262">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of 42nd Street</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MSnNPNhCWl92NMXNjA5C3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c78685b680250da5afb0920a9812bdab9d0deb20</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3216">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-rockabilly</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91d9d48941c2ea385cca86eea0534c2b4b09595e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-rockabilly']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SLspaTtZOpWHtv7oqZsRJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whirlwind</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7927">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'epicore', 'scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mJoamO2s8QKkuKhTpJpPe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7186</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Davidge</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb1f66ca82cf8cb08f7e2cc57dff820ed45523d5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7077">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1105</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab55a04ef4e2dafcf7561dd51ce192df3be84db5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hF1NRDzXb62FdgM5xJciJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sing King</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6768">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'melodic metalcore', 'metalcore', 'progressive deathcore']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73670</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Within The Ruins</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b82284a33754d8030e4a82a8dadfb8a71077d62d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mscNJ6lE9Kj7tWv4iCk7y</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9142">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/652957603f1350b72dec1725a5b7d74fdd7ac702</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3K0GDmmiRwn1Zc7RZzTeAz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127437</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'catstep', 'edm', 'tracestep']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Panda Eyes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10510">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Armada Orchestra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zdin7AWA2umCioJKYQi8G</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b0190384d27cef34013d95c54243a59a1b5701d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1368">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Youngbloodz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OqENqJFXPORP4BUGnu2Qq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7011c084cb5efa26a8b46545d506d585c0e7f744</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">248155</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8453">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4867zBEJU90B3m4ZMRzDaF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2970</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6945ebc29e5d31ef8f50a6fd32835604cead27c0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">norman ok indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stardeath And White Dwarfs</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['norman ok indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3494">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/653a6ce75bac6ed4b4032a41ad3c43cea1baecfb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0B6QEFtRnneEzb4iqjI0Nw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'folk rock', 'mellow gold', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73425</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arlo Guthrie</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6130">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new americana', 'new americana', 'roots americana', 'roots rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23363</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new americana</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charley Crockett</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BJX1nYizKvWpZTY5HOAr4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ed2dd57da17dc1dc0381dbb9c7fb9a4e6a93644</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9115">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc1091626f76eaf3f76f2ab11497385b634b634c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'dirty south rap', 'g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76980</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C-Bo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zrMGaRSRvx67vF4xzvUcu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10474">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">farfetch'd</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/825e254f1b6ab3ba12f5a448794a248633476d26</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swedish tropical house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swedish tropical house', 'tropical house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xQaB2JfKU3pi6IqRsHy4G</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">616</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/640">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wrabel</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r2uG6BlFXKcwmh9ItqlII</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111001</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'electropop', 'folk-pop', 'indie anthem-folk', 'indie poptimism', 'indiecoustica', 'modern rock', 'neo mellow', 'pop', 'uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23e30e673989ff07cd6e09d60e8f5ce2d5aa97e1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9240">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonicflood</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc06806cf80b4121772427ed6e9acc9fa3539df3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27303</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lPSXeZw9i7js7PdFJXEJI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2328">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yr9lXq2m3KO4otqQKcllY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3639</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 4 Of Us</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/835c5d931e402fdd8fe056bf07980fdbf7f470b4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10001">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66JcJ2bg4TKlGk2PPqlhgM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beat Farmers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cowpunk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4736</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6eb133de44de65d020a36c7ee35ceaa2d1efc925</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cowpunk', 'pub rock', 'roots rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7846">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mikal Cronin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc4851bef4e2f1ee779b1238ae0aa08c53c00bea</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26232</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freak folk', 'garage pop', 'preverb']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QobJ3vnalBTlsdOrvQTIt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freak folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5031">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110776</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FwGBBwUviGVIeDIByO7u7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/199a6a7c2687a03c8638dcf6ae104a067e4ec252</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faster Pussycat</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9897">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KQQ6ka4Thwww3kjYqrG0F</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient techno']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martin Gore</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient techno</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd69c020b59deace5c54fb5c0555b5a81b3d7cae</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10910">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skitch Henderson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TUfYvknVhfSlDKXlcoEPH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98e408b0be3b1a3b1e187f28b5c3729d59148cbd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2310">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sD9znwiVFx9cgRPZ42aQ1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01302e48d0723ef0bb11af123826d7016585995d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">418483</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sinéad O'Connor</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/303">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58c5b5340026171b6d3a035f7a5a096ea36fe1f7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337403</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skylar Grey</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4utLUGcTvOJFr6aqIJtYWV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['piano rock', 'viral pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">piano rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3344">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Wilson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8483</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9836528de3035ce8d0df8806ca760271a43837e9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RwV62DIxFGEn8aWO3iaMM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10395">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27876</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['moog']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48ba4c7a472c733e480d89ca47a58f34634c931d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isao Tomita</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wvkwvDNBOQ9FXRQGfBxIv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">moog</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1925">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indian indie', 'progressive psytrance']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5u9Gwvcam6HULB4DuEGLnf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae06f6d8a0b6a8944aad5a674fe36f64d4eed542</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perfect Stranger</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indian indie</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6834</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3340">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5245cfbe18d033bce1c5ff2907299c61dfae6e5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grand Funk Railroad</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416393</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk rock', 'hard rock', 'mellow gold', 'psychedelic rock', 'rock', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qEcf3SFlpRcb3lK3f2GZI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8741">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1524539</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Dize</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'pop', 'reggaeton', 'reggaeton flow', 'relaxative', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fb75163d5836f4479ddc91775694ba79979db4e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LKXWvXFWrkwUzJWxzwVpW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10889">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19619</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bouzouki', 'classic greek pop', 'entehno', 'greek contemporary classical', 'greek guitar']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bouzouki</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58EvYFzDGAQOmBpIOxujnj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ac2c4e1999c2b55b2c456ed9be6afe78d1c7e0b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mikis Theodorakis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3243">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sylvers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/631daca34982d226e5d18af63c7baa7379d304e3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0efkWb9xKhT6H0E7kgSjFK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'quiet storm']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4612</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10880">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9a04c8e8d66d5512e5bf3787cc16d9b66ab76d0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dv8SVWqeujx7w8ItDVX2v</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herschel Bernardi</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10540">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LXxsm5BF85PWnQ1dUDAze</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24931</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78e2ce5c45e14e66766a9dbf43c5ab7712b2cf26</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Orff</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'early modern classical']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5196">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">752</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jules Shear</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dea576988995289b8bc9b17504a380bb78fa5f18</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NEZJBSrARPOusiStgoIQ9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7194">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'miami hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67858</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gunplay</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cvtOrIEaUrqbGmYA9Kj34</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73ecbc705b7f91445d48f6f0d4f71c5be70cf5c0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6059">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3592</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9910dd9a457364117b5679ad20f0347b19462aa3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'british invasion', 'freakbeat', 'merseybeat']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mopUs7SL5szuPOcOsS73A</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Georgie Fame &amp; The Blue Flames</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8851">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35776</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ab77a808f98b283eb06278cadec8cbd966760a9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everlife</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kvxlmsGSMNf9bBtRbFLH2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'post-teen pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11178">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dixie Belles</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee411fba9d09c5b7ae845a839419f3afe5d0f942</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hJS67dIMP9WRprPjQTIaC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3931">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e95a581839949c4ae5bfafbe76b078a637a42bc4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AER6UFXnifql8MiEA1ELG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Raelettes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6910">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'melodic metalcore', 'metalcore', 'post-screamo', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103064</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f827ed4cde0937862a26d1d9ecd55c1e4bf10ab8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QHJftSfNb6KIerLVsx7zn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Color Morale</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3029">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2574</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0puypnsWTRY3cwySIyMjhe</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57a733a391ce8f9c734acc320fc8456de035f09e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ellen Foley</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1420">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94794</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tCxM1rTj2qUXsiQZxvt2I</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f198efa002bb00db3cab18e19408fe12590d434e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nappy Roots</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4728">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0we9HEQcC3rXvCuKNwCQIp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shaggy Featuring Marsha</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5273">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kjCTvhLt06PK2YioB4inA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tane Cain</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02c2c4fd1ae4a26e8e48595213f5241d35c8248a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3187">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blackbyrds</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'post-disco', 'quiet storm', 'soul', 'soul jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nJ3J7RwgYmMARNAVrFb06</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42287</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/032fc5d0437bdda47dbbaf8fddbf298225c6af52</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7399">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">380280</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'dirty south rap', 'gangster rap', 'latin hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">South Park Mexican</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22799e5658a8a703a5300d27a1554918c58582c6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kKaAWGdu6WW0W415RWaQA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1586">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gether</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FyYqlTR8CuFH7eRGd0tpe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11651</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2702f0b87f81771d9cc1f9b1d99e379389b4495c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N24dc6af1378148a6806c8e02e7e3e61a">
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/artist_type"/>
+    <rdf:rest rdf:nodeID="Ne27a84f171f34472a4d43db5c8cd0dd6"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3978">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Carr</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis soul', 'motown', 'soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22188</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67ce3c03477fb36f1bf91bdb126c03cafe957b85</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59fzcTUsoozikLmRY1SwHS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5384">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lauren Wood</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67K9nZU3LXIwrDjxVOO9IG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3548</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3cb65773880885d7cba5ccb809a79910cb7a4b3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10136">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DmyIp3IBWUwRukba22G3n</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6b474840fb04befb6d78157dee3b863b53dd829</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12251</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Heyward</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11414">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'rock steady', 'roots reggae', 'ska']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27ca213a4f5692633fcc12c829e53462d66cbebb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Upsetters</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27842</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12CNljuN6DW9e5x61FS03b</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7605">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07b97a343f47956bef44b97e203cd22729efe23b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'heartland rock', 'indie folk', 'indie rock', 'lo-fi', 'modern rock', 'roots rock', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qkZBMz5JgmRN9u5wwhRC6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hold Steady</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49292</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3899">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['old school dancehall']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QDmPJhokG5dCAAyn7RWeP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">old school dancehall</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">528</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/113529fd90ef63eada73816edb33288addf296df</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Turner</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1780">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116216</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OtigLoCgLYvXnMxbE5qH5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lost Boyz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4ef82d76df102b8cfc3d06b5bf2cf205b8dd449</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4953">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fde1277ae75b28e92717c855de6e541dc126ff8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luke</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3285</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SLtdFap7Mjk5jYavPFPQB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1604">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385182</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/526485e2b48be4699c29909aa89b819e529e3f86</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iVrCROxeyon7MZUW3MfzT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Montell Jordan</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'hip pop', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4019">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hnWRPzGGKiapVX1UCdEAC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79ab50ccf7488099720f902bcf02dfff395e3269</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">870458</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Cooke</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'classic soul', 'rock-and-roll', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2879">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buckner &amp; Garcia</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc450a9d709144242c6a9a8a7a7d1f3d180ec3cf</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1166</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3byVCnJiYgvRU7y5VsMHJI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8870">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">262796</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olga Tanon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'merengue', 'pop reggaeton', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/328f5f4e23de7a75a2aacaf5bb705f68f06d1f55</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pv1Jo4PbYI8LMADJoTWjE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10961">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Kingston Trio</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55e38919bccf3f964c40457295a68925ecb3fd8a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WXslExZOunzPVJZOP93Z2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">678</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4498">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fake']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cef128400ea1f3fc3e589e9739b0be5ba91848bc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KXl5HWsumpwsbKX2QdVFB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fake</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Tribute Tracks</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9512">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4abe77ed305c53a3d55a46ad1ea4bb8c7259867b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'edm', 'indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'new french touch', 'nu disco', 'tropical house', 'vapor soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2x7EATekOPhFGRx3syMGEC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Knocks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114158</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9533">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f187d9c7c83ec1c968a980a228beae299b493470</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zMQOJ4Cyl4BYbw6WqaO3h</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L7</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127464</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'post-grunge', 'punk', 'riot grrrl']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10991">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1767</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45aaa2028ca35601747ae4e356ff2098bc1e65fa</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sLgqMMl7lWfWa69ABZds1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1699">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TRj3DqC4pcZaTIGFq99Bg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Sellers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8378075e350bc1ec8e8135443f0d0190561f394</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7973">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31912</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/323bf67a6627230c5f0354fe6e2f5e1c33f2562c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1blfMUdqahbMZzbmbbN2j8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'modern country rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kix Brooks</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6093">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a342c9780c4be1417e2492b99d12718b85b96597</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gDojxltrRvFups0WdEYxB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boggle Karaoke</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4254">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bHjVR4F2Tfq4Ha6x7K6wU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lullaby']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockabye Baby!</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1785a49a97dbc00c2f1d03487741c85b4071840d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lullaby</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145285</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1894">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419346</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dnB1wSxbYa8CejeVg98hz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meat Loaf</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b04ec377721288ae090c74c8d26710a6d43ef765</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5732">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk rock', 'mellow gold', 'pub rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a201abd8b530a21534c841c47d694d83405b0ea5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nils Lofgren</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35749</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TpAfGX0XNikAg5QjrbbvE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3642">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mavis Staples</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51953</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'roots rock', 'soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afc22bb9c512a11bedf2b15da66d24703d14674e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cTSCsVx04SSht9V6cpKN0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9939">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tobi lou</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a5198a0ab74c56ec7d7b69e463aea12fb2922e7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4T8NIfZmVY6TJFqVzN6X49</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87036</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'pop rap', 'underground hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6224">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54204</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Crystals</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic girl group', 'doo-wop', 'folk rock', 'motown', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rewR1TVjhisjI6gauUamf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce8e36caccc0fe528b69eae944e3a200ff46a788</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9754">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'instrumental rock', 'metal', 'metal guitar', 'neo classical metal', 'power metal', 'progressive metal', 'rock', 'shred', 'speed metal', 'swedish hard rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yngwie Malmsteen</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2032087e91a591e48a7f3888b94a3c4b7c36cea3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DpSoH5zCXNRqYai7pmcGG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208236</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3236">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dorothy Moore</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14320</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KQOgtRIeQVHdYFcNHKavs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5c66d7a82607102ce7428bedc6cd302e88cd423</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10382">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95d899a772ee7b2da28479a980bced44f8c98811</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5672</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eugene Ormandy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3naY4Tq98GRh9K8xOsINyv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical performance', 'orchestral performance']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5296">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gYeeUGSgVDvwWXpTqmqwZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rocky Mountain Players</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa873b1acbd77a6386e784406e2891f20f182b0e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1310">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YBSzuCs7WaFKNr7Bky0Uf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89d83c57e6249efcc6897807794d92c8ae1a9600</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olivia</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12861</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/958">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'heartland rock', 'mellow gold', 'metal', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hXjTjJzZTXDZ75AclOo6N</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368966</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammy Hagar</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8c3b723ff61daca8bd8ab7819a3b10d4f531e17</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3049">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70428</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2de194d27ca66e6a5bd892f54173bef7b60bdb7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1B8AXU6gIIafpyLEpbcv1u</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edwin Starr</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3595">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18399</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae9a3433bf71015fcc647fa6f39e3fb03b25e657</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Escorts</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LFrJ9S3C34Uzuvy1b6VRM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2474">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1798979</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19eLuQmk9aCobbVDHc6eek</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louis Armstrong</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'dixieland', 'jazz trumpet', 'new orleans jazz', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99f7f6998cda59a87fff6c7e27019605c783714e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5854">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dGTi4MZZo4zXdQaKAS1va</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/315d788749fd20a90c3de49d17a41be60a387941</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'jazz funk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6403</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rotary Connection</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4044">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nrn5Hfpxg0SfuVLbnHwoL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1248</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aae8094175ca131d9a469cc03b5dc689105f656d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Johnson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9302">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29dcc5fb26df65b722073e5246c6a430e9968aa7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'italian opera', 'late romantic era']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JOQXgYdQV2yfrhewqx96o</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302656</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giuseppe Verdi</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2612">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15731</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67d93a80585711f59f34941cb9ad2d2b60ba2a30</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HMuzFmTtwL4ur1zJNCU7f</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arcadia</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6714">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77787</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b131dc73b5ec68e0e0497b8b637519a1462d5c18</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taylor Ray Holbrook</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">redneck</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['redneck']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58nB2Z6IiDdTUTwHYw56xI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9940">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HtxMkp03oA3C1d8KzImnm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11215</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efb41c23947006dba69cced23477edb9ee09c948</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steady B</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'hip house', 'old school hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11492">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23CvqcFwWk2RaiUSgNG3ZW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Løkken Musikkorps</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4905">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hnOFLAUQAXJ9EZNxF7Wq9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aqil Davidson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5810">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4958</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a7071ef67bd463872eecb307a7215e74e4ba367</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B0iq5D0iKmZgcM7gPCnCH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lost Generation</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6256">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Santo &amp; Johnny</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">space age pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41952</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7374f0753ad88ed74ed3dd82dbe700276241dd02</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hGjngc0tPOBwTgTPci3IK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['space age pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9526">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3225</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british choir', 'choral']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d17c01d6f7dd59e30ecd7f95749bb1da669db111</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dDKUFwinr4kwEjiznLwdm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Choir Of Westminster Abbey</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british choir</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2094">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prince Markie Dee And The Soul Convention</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10d4f775fda23d36e7188c4a776a10013f7c1d43</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fLajPHf2y3mHfUVJqcGWv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6629">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cadillac Three</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90258</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/972957388bb75ddbf853961c8e1525613d34bc47</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nivFfWu6oXBFDNyVfFU5x</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3984">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c39b7fb88bc85c058de0c1151184e6a7f8afe98b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ev0e8GUIX4u7d9etNLTXg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'country gospel', 'cowboy western', 'nashville sound', 'rock-and-roll', 'rockabilly', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159033</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Reeves</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10051">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2onSkuDhuGUdwQLOYVcEBD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3df4293119e35ee44a20ad9c4259c936dd264fb6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nails</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1497</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7298">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Asleep At The Wheel</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e2a842f248961e94ce1939895a8d45e0bc7422e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54tWKkrjv4bQgKrQrNlecm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25862</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9205">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56YiNz2C704YPpRtPvMBg7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Res</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/813925d33c236577342b6323d58f11c3174f2a36</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17287</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3107">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5P53Exo01miUunItQyR2La</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.T.D.</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cbbd08ff91cda6891a807ec25f83b5ff32295a2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166383</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1831">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf08c4c218b7ccef621591ddfd12644a5b4feac4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'freestyle', 'minneapolis sound', 'new jack swing', 'new wave pop', 'post-disco', 'quiet storm', 'urban contemporary', 'vocal house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jody Watley</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71aKjsWKYqASAffyIQaocZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126811</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/609">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41PsMGvbGsJRtAXk6Kbh5n</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Ryan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9660">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kalmah</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4294bce00176590185e2bddc6a7797cd1bee11f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YPVtFn6SsYNntkmrdDpGF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67502</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">finnish death metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['finnish death metal', 'finnish metal', 'folk metal', 'melodic death metal', 'metal', 'oulu metal', 'symphonic black metal', 'viking metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5023">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7994781367041ba25205e4076cd85fea982c8fb8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VaIDrxow5xfLmB9R26JVZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74033</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danger Danger</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2041">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kiki Dee</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vjGlQWexbru6aOUCLTVir</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dfb63d886315b67545b17cf4216908b714b092f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7454</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2379">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275930</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3201f2fbdfa1bfd894e509bd3fbf3faf7da0a00</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'lounge', 'mellow gold', 'motown', 'quiet storm', 'soft rock', 'soul', 'vocal jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie Cole</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tTsrGPwQRWUsHR2Xf7Ke9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5126">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03f02d0383d6f9dedaa91c40d9387c472ba49de1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TszvzcrV801Gt9X2rDfKT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock &amp; Hyde</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1021</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7677">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48849</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RHwCqK7oe6mucuIgz62BF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f2fbe625085c02e7155e1c798fd13be39afba01</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicole C. Mullen</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'worship']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2722">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HuSl4Q8gNb8p8Jc8K2Yyr</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3241a7de81cd7f5c640eaa7963e02403cbe04d52</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Latoya Jackson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4197</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7213">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindemann</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d199a39a884bbf53954df24da451243d6f20fc83</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65A714FqhSPjoFZeffQbTv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neue deutsche harte</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145278</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neue deutsche harte']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7881">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cloud Cult</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6108935dcd87672af1b69ee2022b104c33f97482</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35216</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6R1T5YklzC9OFugGt8RwOD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['duluth indie', 'indie pop', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duluth indie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4400">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e14a4e8ba1af44465a24c4e074644c2695293289</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11549</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76PJKS3IQsf4sSayx2taE0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hit Crew</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11180">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perfect Gentlemen</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Kx6hOtUkMFFFQhz1zjIij</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebf43b9f5d153846411567fdde0c02ab401c9dc0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1526">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iEvnFsWxR0Syqu2JNopAd</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smash Mouth</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f037146240aad64f589b1448fcd703ba515cc24</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'pop punk', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">486514</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9849">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11806</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vjlH9sbJOZyhDjhvajQpY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Da Kid</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/faf30999deb37ba73a08be57f3d3182479e82799</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5204">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Boys</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4e754fc896ee599d07316447c855698b29c066e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">468</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hlvqffEiS5Ck1UhZsyUJz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/897">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2314826</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3 Doors Down</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6bde9a790ba351ba6304519df301ff909a69550</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RTUTCvo6onsAnheUk3aL9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'pop punk', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8855">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Love</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e20d21dcead2ef7c281c091bb4c1446d00cdf9ea</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropowerpop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropowerpop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EbhmxFgno89aNQUnamFNW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2868</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4257">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10773</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern reggae']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22dcb433139c82d78c978e8c15120f2d63fb220d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jo Mersa Marley</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern reggae</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pRzVEriqNrbluIUSzBmML</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5829">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oscar Nini</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b043a1bbccf734113e1b39f60448794093bae175</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Wb32LTUGtMbb9hi17hg7p</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6068">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'classic garage rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swingin' Medallions</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70H9hNpmeCD1bMy7csIuEo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11454">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soho</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WCakp6x5s025ASunyFBE5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ca343f5316336f8833651036df42855dc388dda</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5269">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c6243950f09a27fccde0bc3fb1acc4407c9d3b8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4weansSvkFXZmnwOKGHMSg</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2979</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Northam</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10242">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32TokulKWBj1T1U4bppSlZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holly &amp; The Italians</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power-pop punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e97d41b3e199e7bab31bb9ae2d943b839c3f073a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">784</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1615">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89863</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Outlawz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98c34f6ac207599c4046c43afbcdda9b186fd12b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jp3Fk52x0HbymU0lNYbSC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9966">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">815</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bears</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5o2uncW1beq9whNvyrg5bm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9141fb9badf258b91c7a81b6f4a6e4b0ebcf4283</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10383">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canterbury scene', 'jazz fusion', 'neo-progressive', 'progressive rock', 'psychedelic rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MERAVAHX04B50JOnasmWf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60821</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Renaissance</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7c3feaf727ad5bb38f133b97e68bde2ad14b3d3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1111">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark "Exit" Goodchild</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SuG5iUNABfgum7OpWYvFi</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8509">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b2552b891398872c3dcaa9d961fad552e007eeb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['danish alternative rock', 'dream pop', 'melancholia']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">danish alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mew</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kDMoHTcBICPILP2aclPWZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102272</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4089">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Atamis</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5S0RUrkSLaaBch4rfzqgdI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7996">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a588e9b910e22b0f6a0becf2fb509310ddd4138b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JJ DOOM</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36276</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BxMS9rhKHbSagaYFBICun</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10077">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Who Do You Think You Are?</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rKFER2L8eXs3lLVT9DRBs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f5bb86e99b1d11532653b355a85f81b7003bf09</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2246">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HLvzuM9p11k9lUQfSM4Rq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a884908156c82b04ced80aee854719d23bdff17</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545311</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warrant</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5124">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d15c5f6f5cf580d627aadc3c1095e5c16f258f42</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9335</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UpHyjBIGRSHpna0GQ68bH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Willis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8043">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194871</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb7e60e7d888353a61c32faaf12aa4de306e4a1f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'chamber pop', 'folk-pop', 'melancholia', 'piano rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PfBzriIMRsCXPDtSy9vg8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rufus Wainwright</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3138">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DWQX92uew7DlsgN0yD775</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bc730db2f1e28c5be0dd5a97e33eb74a802793c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71953</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Mason</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'roots rock', 'singer-songwriter', 'soft rock', 'southern rock', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2532">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2425</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Wagner</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57EljyVzzkhN9Dornk7gZx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66c373b5c585db732b67690a1569eb00ede8bfd5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/843">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/316a6ef4535c377bdfaea61c99177de9d19661b4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5815877</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'neo soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Q192DXotxtaysaqNPy5yR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amy Winehouse</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2111">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RQkaOWddQmiLLJqSgnTbm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chaka Demus &amp; Pliers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funana</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74916</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1e0e1b002cc857f8916b932c0a7803f140d68cc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funana', 'lovers rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/209">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7342a80c88cde669b25b0776b3283f8266a65e70</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cGUm45nv7Z6M6qdXYQGTX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kehlani</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2669206</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'r&amp;b']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9303">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Israel Philharmonic Orchestra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestra</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4200</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestra']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24fa29a97107af5c1cf532a04aab0e05dae30786</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RkU7dxppCNi2078hPMUI4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5553">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Narvel Felts</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c510d19b6534fd13967082568f9c343d9ec6af1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">835</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5i7UKP91HFnfeoC0p9SH9T</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11344">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'modern hard rock', 'rock', 'sleaze rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0d49iRrp4iVZggKbcpxnqI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59f305998c055e0d3196ed431e1603255153fb88</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23512</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Quireboys</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1018">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">641514</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f67a804bc8323d2b5bf616926561a072649f15e4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bow Wow</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7352aRY2mqSxBZwzUb6LmA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11036">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BQ3ILcLj6StO9la0iFbie</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Nelson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/446353ff16577fdb64f8849c9d337965fe584cf3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/365">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KYLE</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0707ece93a02b41461ab72a1c583462e2937e26f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">770257</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qBgvVog0wzW75IQ48mU7v</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10790">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50fb7e962ee58919cfe259bf2f16687693eeb351</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Rich Big Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14353</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cyeaYQ80Wkqvxx4HcY0jo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6336">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86047</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c744ea9e270883bafc06b09576f7e8e46f078de</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PALZKWkpwjRvBsRmhlVSS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">retro electro</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['retro electro']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gunship</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2994">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56378</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ballroom', 'easy listening']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Last</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ballroom</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89f90de832af754fa27a25b6f2c23a49ecfe130b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UyJW2eCOuXtyYftgbMxZG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5950">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17b0b5808419222b84c45b36642fbf20c2b64b27</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dolf de Vries</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v2HZXm6FqFuhjlBrYsw2Q</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2852">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'bow pop', 'classic rock', 'hard rock', 'heartland rock', 'mellow gold', 'progressive rock', 'rock', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hl0xAkS2AIRAu23TVMBG1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12759caf08f52bafa60586c1d3509c75d73817ed</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kansas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">723902</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8338">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lewis Black</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47618</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/427c86ac082bbf349d3a80f7f52321f5c1828355</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XloIaGQ9H1Nn37puBzQqm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2514">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29885</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4W2dcPOyD7eSfJCPHCfwoA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed943080e88a565e3c89b2b2d9b80921d444dfb2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Living In A Box</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4716">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Puff Daddy &amp; Faith Evans (Featuring 112)</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Av0FrUSEIw7fPvTEV0TuU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9906</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4552">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42072</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Sammy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4z4m1P0iX2nRSPDBEZ8LBT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08312aadf2dac4612f2dc10f53bdfb86066a2ed2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1545">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4huJyydJJ5UeK2tSuZ70gc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Samuel J. "Tone" Barnes</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11243">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vDU9WCtPqhWax3qNCAgDX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa8d7ae4ade0672be5bd27cfe8cc7e437154a75b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B-Fresh</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8177">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adoracao</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28d635bbd77274e1d7ea5de7219841523f3e63e4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adoracao']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QCtK2hdxxcU1BU5Npa8Zu</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dominic Balli</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27858</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/390">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a781161f9e412f54e7b2a9d2fdc07a32cb75b42b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jorja Smith</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1055614</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CoZyIx7UvdxT5c8UkMzHd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'uk contemporary r&amp;b']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8233">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30h6MvMZfHQ8yzYCbfHMMT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2643bf63ec1d1dcc0c6d00a756d5c26c31f4db29</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unwritten Law</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75517</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'post-grunge', 'punk', 'skate punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4820">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4339</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RfiRshRC2YlSG4Y1zNkAE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicki French</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bda04abc9083ec71c63a0c9004ee92ac2e7d6e69</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4343">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9035380d399d6ae37400365664257fd2cdec83d1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Piano Tribute Players</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">piano cover</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Xx6QMLTWppMwdABkN0Afj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48521</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['piano cover']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8704">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hATmBmHUWRuEZ9JUpT8qU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sub-Division</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/015a0d215ff8a46da151563accfadd4b3dac65df</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/444">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73495</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/778e73fcd80afe222995a1b7e748b17608017b9b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LunchMoney Lewis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iUbk5KhZYZt4CRvWbwb7S</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6589">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sRhscbWRXFbjXtSZyfaWY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331533</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rittz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'country rap', 'pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62d32de9d12ec050e558719e82a52b914d154557</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2635">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29iYPp3BSrMl72zDV17pem</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">567</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Butcher Axis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39a76aa994abcec73a0290cf7069fa768ce63bad</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/244">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b14747a85f49c2059b97d7b71270c005dd3e2c9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kiLL edward</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20681</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EWxytcxaM0tksU6v3je2Q</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2378">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/626992274594dcc78b99b1af97357963b3e43ee2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uZbOLlVQNbLVvKdGRk4VZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43194</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1927</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7215">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MuFzH1J5I6gGFYo2qhZmX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryn Weaver</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153302</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef87a4929f309ac208c1bce786d53295fc8fc67e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie poptimism', 'indietronica', 'shimmer pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6406">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'emo', 'pixie', 'pop punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">State Champs</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qqdO7xMptucPDMopsOdkr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f28ea6ab4f136850e0ea90e154c275f67bc199ac</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211860</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10496">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22a01456ea4e700b1484ca5176a654f2c9a9306a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop', 'brazilian hip hop', 'trap brasileiro']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416619</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78nr1pVnDR7qZH6QbVMYZf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baco Exu do Blues</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5320">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9e1f8d533fbbe1ee4e2b455173c5d80f5a59678</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6358</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark O'Connor</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz violin', 'progressive bluegrass']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zfaMrd5q4szVTxVYWuoDV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz violin</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10931">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bjdfjE8XbLa2Odstu6E1E</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a52b6b3d7654ce2ee5819efde4857bb3218a0575</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155443</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical soprano</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria Callas</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical soprano', 'opera']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6424">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian talent show</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian talent show']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16126</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brynn Cartelli</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NIPR04MgEH0K5uv8Gn7ek</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28102970d7629b88216bb2eb359fa035ac0159dc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6403">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245006</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee83007e1899a2f9da5fa6d0394831aaef441928</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'indie jazz', 'jazz saxophone']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kamasi Washington</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HQYnRM4OzToCYPpVBInuU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4544">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/930c589002a86908f3272a65493269e8cf745f03</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lEssBAxQl2In4RpaB1C2Y</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Talib Kweli</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">334826</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/133">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Old Dominion</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6141dbd07bf49a1eae7e847718de009238e380c7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6y8XlgIV8BLlIg1tT1R10i</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">561087</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9980">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat McLaughlin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2831926c39f9845b696dffd71e98b3c599901f4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p3zwK8MbL2r4DLPWQoH0l</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2976">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/380168134d86a93d32c79cdffb42d88b9884a1e8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WdeJzjJhfgKjycVo39TCC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hôtel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7087">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bloc Party</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b072d2cc07280417ab7a05c54faf108364e6b750</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'garage rock', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MM8mtgFzaEJsqbjZBSsHJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">739074</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7872">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">479391</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5303ccc063af1a3c0f983bcd50353654d90591b4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Woodkid</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44TGR1CzjKBxSHsSEy7bi9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10778">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sXdMnZeR5MsLKToZKpR2c</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75dad3e10285cfdd95990216eb497a38f34f3f2d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elmer Bernstein</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12281</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack', 'theme']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1590">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af9d79b10593ff8993ea2d3db5da2b4444e8ec3c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice DJ</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tbvDi9eXf9XXp06LupkED</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11765</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7166">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9d566c5990cf470fe09b408afb8f7e3c077e5d3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FIDLAR</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie garage rock', 'modern rock', 'noise pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203735</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3P6duIn7oHeiBACZfYeNud</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4399">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GQkTwFb7D3ePIpnxwYavf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3152aad672a19021f7a9a05aec48089b9fc9719</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33687</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Done Again</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3566">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/640671ee2b44a1f659d3e3536160d01f69243d45</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WtWmLPWn1imbcisSfmBvy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ray Conniff Singers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22158</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7792">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boards of Canada</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">316411</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c533bf6f08a42119065d8c2171cdfa8e96720b4c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VAvhf61GgLYmC6C8anyX1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient', 'electronic', 'fourth world', 'indietronica', 'intelligent dance music', 'microhouse', 'post-rock', 'scottish electronic', 'trip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4071">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1877</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8063e79d726b5deefb78a464857c90a5af5d9fb6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nWzeAq1znj206rT3xWdwt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Butler</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'northern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5673">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jud Strunk</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Q68nynET81w3iLWZYEBVU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10753">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2urmZXhZXbOWdpKuj3kAYv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damnation Of Adam Blessing</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">985</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96ebb2ea7b445e0dfe15ccb78b21058c6b83fcbc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic blues-rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic blues-rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/687">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1107796</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'middle earth']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enya</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f6e6c9ab85e148d02a095c870a94f5aa8318148</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uothxMWeLWIhsGeF7cyo4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10216">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a11758793c0ce8fdd7a3670d50305f8c4474a5e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mpgPsrKzNBfVBD7XbAVKk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Victor Ravanelli e Gabriel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4452">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wQMF27xWhSyJFnO9L5mQk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cartel</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114664</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop emo', 'pop punk', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/415f65d22b27ff1c733a98e40a33e36a3e6a739d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2205">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cathy Dennis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hip house', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16521</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c7722a46d98e1e88da1ea544a85dfd2f7145c57</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zVsfeSyFbCey7rq7PasHp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6648">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d90caae819964bf07a269cc1ec2be29a05e4cf6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5o7MNRaQrt87SwYWxHEZvN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dead Cross</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23258</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9479">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d11ee55598e458475cf9b34ce3bc7ffde96aceb4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nlqDmbzFzbNITaqjJv7D7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sundays</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'dream pop', 'folk-pop', 'lilith', 'new wave pop', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70525</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3488">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IKV7o6WPphDB7cCWXaG3E</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'memphis soul', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isaac Hayes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319572</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37af441f6327ce05b2c95b29b476226118312db6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2739">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jenny Burton</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0e70567b48163b4ef926a3915f6911b2fd29828</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RSwLfG8Zw3ChFI2aOh4HO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4307">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2e2f4ff2f7f2022fe2b73eaee86e448f62696b9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4O2YL4ygn6eTBC0w1hyWUM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melanie Fiona</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">453360</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4772">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katalina</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/038a33ab6f371e9c36cad8260b91b956892d76c9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hqDbwb0MVaFExE6mhTfek</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4156">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ff46053e6eb0efba2f1c570b440b3043897e283</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35460</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eVCRmRG2HcfL4yx77A9WK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Jones</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9454">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['clean comedy']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4875</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcd18de1f08d852423200fbe2e68a6aa1a9dd5f6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Griffith</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hEbJvh3BAedDS2vVJvx0B</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">clean comedy</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3017">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lobo</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec2781f66e4e0cf79684736131c0374f9b0d1e82</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sldhz8tzC100cRAdfnMht</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156902</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2304">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3068a0487850730dbafb1f19d654f3057ddcf40</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DSE3n3008wiKzfd8vNhWy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31617</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweet Sensation</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4360">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1657fd92432475023cc37acaf1031bc9f63dd0c1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee DeWyze</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42520</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KNNZV9twnpQBqyUoGvWA6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol', 'neo mellow']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1534">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cyndi Thomson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15211</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65707f0894d5b105266ab97dd2ad6830d0918ee1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SlB319k1toEaGunEFn6yq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7359">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">death metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de3a0d6ea14ca80297d873b0db4bc37f9e477274</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">At The Gates</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['death metal', 'gothenburg metal', 'groove metal', 'melodic death metal', 'metal', 'speed metal', 'swedish death metal', 'swedish metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129607</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YXarbjg36ODFPez0PnOlD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3149">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75639</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bay City Rollers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3r9TXuXfOUxXjgYgAR0fP8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c48c0240d84af334999aaccdeba7c44bafe7e44</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/707">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1040</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56xTxG4nQMAs1GW9kvn0uA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wanz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f919dd392c9ce49952804ed40c2226c01f65985</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3287">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dickie Goodman</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">756</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63b7911070935a963a8f1212628ee3b296da952e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73HvLPUjbk78z3CgDtK2ht</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1408">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6045</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1604d8e9c964b5a19beda0259dabe17b3943908f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Boy's Da Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UxXd73KV3x4Hos5ZL7lKi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7679">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d86f1d81a82bc926ace908cacb6fd37d338e4100</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EENT7N7rCBwrddM3s0vFS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cut Copy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239495</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'australian dance', 'australian electropop', 'chillwave', 'dance-punk', 'electronic', 'electronic rock', 'electropop', 'filter house', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'neo-synthpop', 'new rave', 'nu disco', 'nu gaze', 'shimmer pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9983">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Radiators</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01950e4e250a750db2bd0f377f1e87f0798d8d6d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cUVJoqlGm3gwdCiIeFwcq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5136</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'new orleans funk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10676">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313644</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Wxy5Qka8BN9crcFkiAxSR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'blues-rock', 'chicago blues', 'classic rock', 'delta blues', 'harmonica blues', 'memphis blues', 'psychedelic rock', 'rock-and-roll', 'soul', 'traditional blues']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howlin' Wolf</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2408f7f93e582b422af47aa72904a24397029d9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6050">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter Wanderley Trio</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e4e85161dd31d7a2e3c08b6123f457fd6e4f7fa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">831</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0D3o0Nm5pPsXsebsQvptIz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5867">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64YyVbJUSLwwjHVfmWnbzW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Troob</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3161">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca37afb49c48d6dab2c9e22400b142895e17842c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10744</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Floaters</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'quiet storm']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GpuL6WNTOVhmMl6lZbiKS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7560">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90c2cc7826c7d1577afd2bfacae9c777d830d858</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bkPa881lGBKeg8VyhAknA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blaire Webber</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7444">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d556240c7303748d8a7c33b6a313e315526e0f7f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23070</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Doughty</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GiYUU4EMCOMkpaDD8fzDR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2593">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lkiCO9UQ8B23dZ1o0UV4m</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackson Browne</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc9317305265ddfc7d6bf70cf7f4b908b6781ac5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">530979</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'piano rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9537">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fun Lovin' Criminals</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58856</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38e9c596ab2bd46c472012984e135aeba756b4db</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hWRiJV8KlRZvsZeemUJVv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1518">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d1b36f226245c6c6d5f9fa1d020f95a5e0d3253</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Harrison</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1194777</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FIoB5PHdrMZVC3q2HE5MS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2200">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e810fd8a42b031f55799dbcf04aa90c4579a5d5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Cohn</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2C8mKwk3z5DtqLcSwUdYJ9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48040</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2267">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">807742</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ycnb8Er79LoH2AsR5ldjh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'dance pop', 'dance rock', 'europop', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31f687d07947ecb10d8b8cdfe16db074cc1c87e7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pet Shop Boys</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/467">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2694685</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sTQVOfp9vEMCemLw50sbu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'pop', 'tropical house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f57c69e2c34edb9847af7ada2e67449d1754df1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Galantis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3184">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'quiet storm', 'southern soul', 'southern soul blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Latimore</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36384</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/034aa1c04a7bd4e79195b9f9a1ec1ad4b872d0b1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nVQLK3LSM9SFP5xp64D7a</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6969">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative roots rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356c8AN5YWKvz86B4Sb1yf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cec1e39996e1a6da26ebc4db7ac0aebf63ad7ceb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative roots rock', 'garage rock', 'modern blues rock', 'modern rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243876</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rival Sons</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7629">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">652773</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c30b22048486dcc595e474a6d719c147186936</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hf3caW9H8uFwwbv5pFjcg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock', 'nottingham indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jake Bugg</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5604">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KYECjrpbLM1bbgqxYB7ZF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82b2ac6318f76a0c8cd720569c3b244ceb4f128b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Weatherly</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9651">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42681</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Pys4xsyQVA5ZjkN2Ka2S7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hal Ketchum</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d822d64989ab15c00c04b1b48c515ccea12b0db7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2766">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herbie Hancock</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'funk', 'instrumental funk', 'jazz', 'jazz funk', 'jazz fusion', 'jazz piano']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">362089</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93f320fdba9136a3c440daee1ab6122003913188</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZvrvbQNrHKwjT7qfGFFUW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/259">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V8LLVI7PbaPR0K2TGSxFF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe839f5bd121774e64f377b5eead237c69a01711</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3220260</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler, The Creator</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2756">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Asia</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">255051</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bdytLV3FPjyhfrb6BhMej</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'hard rock', 'mellow gold', 'progressive rock', 'rock', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a65857a2b4ff0e50c2a4316c3286f1afb1607bd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/434">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c3d987106560d89e2b305e48d0b0803fb0313d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sundance Head</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8686</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HgDVnEnlN20dfe1vvaBXH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3148">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">High Inergy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7C2CwbJufEVMLvEvaadNVp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">324</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/66">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15UsOTVnJzReFVN1VCnxy4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo rap', 'miami hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">XXXTENTACION</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/942afa81f0a2298ead0c154fb7b4b606de48d9e6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14877177</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6187">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'bubblegum pop', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc0574d539250c5fb80688885e912b62bf016536</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16253</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2322gLwXvyJa6PejhOWQEH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Honeycombs</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2472">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fUtt9kVZOyn9LWy0JbDRI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Agnetha Fältskog</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39556</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30a5b4f8de26073a2972f23960b4aef1a96dc1c2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop', 'europop', 'new wave pop', 'swedish pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5620">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Morrison and Turn The Page</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b1bae5899ebcc1d84c98fda43e30846ab8d9216</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9466</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7csps3rrXHbv6Xnom2Ntjl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10448">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Phillips</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12580</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d7cc7001899c1662fe53af3848646b8b08d998b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VWHWGvsfZm3cOsRCOqwq6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11163">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wmaum7AmnVV5riHLEWvaK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz', 'smooth saxophone']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Marienthal</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e75e1e53c789882bab5b94d3f5bf7e364e9b9fc</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16015</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3954">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tFw9eTcsOG0OLT3dwsLXt</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny and the Darleans</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">590</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb56e25028293eb173bbe10f9a79b1a80fdfbcda</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8245">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bright Eyes</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'melancholia', 'modern rock', 'omaha indie', 'slow core', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">375434</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d31ea4e63c1ae951c0555a4a8bc24ff5b9a65c3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5o206eFLx38glA2bb4zqIU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7668">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'punk', 'skate punk', 'socal pop punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5790dff250a31906e8c0b23c11a38dc3515ec159</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">737589</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Religion</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yJwXpWAQOOl5XFzbCxLs9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/813">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4j56EQDQu5XnL7R3E9iFJT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie rock', 'indietronica', 'modern alternative rock', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young the Giant</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1035813</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5754aa3578199f83f26fbede03c923f937a9b525</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1210">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20405</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/392eb646e057d80beb2a2036a30d4797653a9c54</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iYwcf0XreyCAswJOJMOII</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Holy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8456">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31adfd049c505f9787a9ecafeef2c108581f53f2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BarlowGirl</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VMSmJURVM7s6LkrIaPZvi</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68015</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5430">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64973</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qfKnsgz1CwyqA7lTdieRJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Third World</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'lovers rock', 'reggae', 'reggae fusion', 'roots reggae']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bc6d17a0a3642096db80b66e3b00798cf94dfff</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7512">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71621</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dLBN2tOGTJwWb5oj3QQ9v</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f98d5e40d89bfcb4293a1219f4a0463ed01ba99</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">For All Those Sleeping</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'post-post-hardcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4992">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZKkosMgiVV41hznxoMtLw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b533e2c90dd79a4b60da59085245d9f42ecfb96</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">460</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rude Boys</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3389">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f8f0d4a1f0c4496719e87d99420804b83ad3230</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Sm7JCttzWMwHJtb3UJ8SY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235760</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mocedades</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'latin pop', 'pop romantico', 'spanish folk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6166">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oY80B5wwJ7TH3inVejOQ0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Bond</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2887</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'traditional country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cb721e0baf99b23aa3ed971f3a61f2e3b0ec26f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2687">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fb370405c314809366b343cac4dce22b2279d28</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19790</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Romeo Void</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20kRNjGAzhnBIflemL8JfY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1962">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qeBsFLeNEuzrDhDMbnDwF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e753f0070391069696f9fd06ef1b6a26aa459656</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69 Boyz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46794</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/518">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electro house', 'german dance', 'pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">843003</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Felix Jaehn</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dee69bf59d8e360e02812d682ae9bda2f521926a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bL2B6hmLlMWnUEZnorEtG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1595">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198527</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AwLiAGc1rRLrCepj5rdTI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23a9ee7f8823fbb9c0b6c0e4704773fa4bfc7c41</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'contemporary country', 'country', 'country gospel', 'country road', 'country rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Collin Raye</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3995">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62kBTUwRj03CLP0vlzU6vg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Morells</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['springfield mo indie']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53b314d967cd5ce9d2cce430171270b52dfb6fc9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">springfield mo indie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7315">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo', 'bluegrass', 'chamber pop', 'folk-pop', 'indie folk', 'new americana', 'progressive bluegrass', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e927187d3a977dff3ce8fe3db079304c4d7ca3c3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Punch Brothers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151441</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gFssfOmWNY3LfIZ3zyoy4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2940">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sherbs</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">360</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65c78fa79b33ee73a95b5faef87dd6e7b6fd5274</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CGgGfN7DU2GBlGbsibJD3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7380">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cc8d37b0c241da75e44569ca0710741b46763b6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'louvor', 'southern gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pjLiK5qb4Zr0PWRNkdd2o</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80478</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gaither Vocal Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10162">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lSYMQK7K5iVQDis3PzgCk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f9e9c664330374c6dc8164c0ca16210a5772b78</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Domi Oxo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7845">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tate Stevens</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4398</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">talent show</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['talent show']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7c9RtcxxUIDLt2YdKZkVSr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3cdaa2a16df6ada5089c6af4822448051d787cb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1362">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184850</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2618a229f4b8eab9ed5cea937f82fb21f6efff4c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5J6L7N6B4nI1M5cwa29mQG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'folk', 'folk-pop', 'lilith', 'progressive bluegrass', 'singer-songwriter']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alison Krauss</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9914">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/634e1d40767cc817c415c2901a20f0660e0a83a7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uOw1VPKs5H5bV24ubaB2p</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King &amp; K-9 Unit Posse</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7808">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norman Brown</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79kOOyVKcrCOKDnzcDHsia</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51557</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b5ce0159eedb99a9795ce08478b00996311bc7c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6011">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9ac5f2db563d4c6635882e09ab6373b871a7c7a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v74mT11KGJqadf9sLw4dA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cannonball Adderley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'big band', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz blues', 'jazz funk', 'jazz fusion', 'soul jazz', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108632</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8058">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Aarr7f0itQ2WFmmiPcriK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28111</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk', 'folk-pop', 'lilith', 'singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dar Williams</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3655dcadfd8a9e7156455ef076fabe8fb0c4162</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/480">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5237886</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'punk', 'socal pop punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blink-182</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/345f0de2b6bdadd50e7b5236324e9d2d1253a7d1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FBDaR13swtiWwGhX1WQsP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9473">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillhop', 'lo-fi beats']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21207</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0b000363142c5c447d4c2bc9a355221877f74a2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13ACz7DIictCpSYGglNTHs</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillhop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philanthrope</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7523">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'modern rock', 'neon pop punk', 'pop punk', 'pop rock', 'screamo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ImqpXKKgkH5VydfgX1hd4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202879</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea60f10373d7d5881645a391b4ac86a42522488f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Say Anything</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8001">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01uI1SCsA0pLwWa2ENV6Gv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9733d6ef988b5059938badb3573764d2d465f541</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'family gospel', 'southern gospel']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Booth Brothers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13937</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6757">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fit For An Autopsy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal deathcore', 'deathcore', 'melodic metalcore', 'progressive deathcore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2f65f466b9d0e106b1f48866c423b85f671d976</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qJpY7K8p7g6sacvaGNt6i</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59854</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal deathcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4916">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddf308b516b31d386982a1e824875ce1a56d595b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7htVGwGw3uAa7Axft4MTnx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4073</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha Wash</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10912">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6773</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IbAZwt75dpehMOgcC3GnP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acfd2f44e79c9caa3702a729a45f3bc12470a797</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Rodgers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9192">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d2511b6922958d16810cc975158ba4957dc52ab</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5011</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Lee</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4b9L0p4cMof32XvjwT9YrX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5071">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b735bcedad3c2f52ee566be8801b878214af906</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gvT4Mc7kn54IUy08Y0Tr5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10876</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Brown</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10967">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doris Day</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183588</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ESG6pj6a0LvUKklENalT6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'vocal jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/177e8ea19a5da187ddc33cc76d6d65b764fdf277</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6550">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GoldLink</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a650c5d47224b0ff0d0f39e2fd077d5b12f938d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">517916</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XenQ7XfcvQdfIbpLEFaKQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'dmv rap', 'hip hop', 'pop rap', 'rap', 'underground hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6799">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Social Club Misfits</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/929fa33cf157fac6dee86c05f93c51ba3a3f1431</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wnsM0ziqToBwQeEbH0akL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian hip hop', 'christian pop', 'christian trap', 'miami hip hop', 'rap cristiano']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103110</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2106">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4aa920ab22b02c418f58a4678bbf35b1b52e5e4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8268</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Positive K</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NtJpNZgRqBvRCq6OE08ZU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/68">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">680151</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QSQFmccmX81fWCUSPTS7y</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'pop', 'uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6aca85f08e5d43047a76175b821ac3ee3067e59</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dean Lewis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11410">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['romantico']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jWWDhF9bg6D4rgdUflN5Z</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camilo Orozco</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b74ccdf60d2742a94bc9527a94ce19a930e0fe24</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1453</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">romantico</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10052">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Weather Report</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162DCkd8aDKwvjBb74Gu8b</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'contemporary post-bop', 'jazz', 'jazz funk', 'jazz fusion']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7746f2d9c6b1c0b8bb8f0e6cf9d5f64790d5597e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119386</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7322">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BrvowZBreEkXzJQMpL174</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e05412842611fdfaf64b65acfd5d46a7da265b46</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hardwell</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2951384</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'deep big room', 'dutch house', 'edm', 'electro house', 'pop', 'progressive electro house', 'progressive house', 'tropical house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4491">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Xdp9Oz4PJJB9O0yoZmg7r</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BFM Hits</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d21bd91c8db5935a0e4c93bb91f7aaffe21d47a4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8827">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ken-Y</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f09b70ee9af79fd77076a8e0ae2e451bc82d190</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">288538</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DYFVNKZ1uixa6SQTvzQwJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8895">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soundtrack Tribute Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">220</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7saSIrajCvO2Yw86QVh9xx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3945422d80591175b3763c2b8999569f19b5e8a9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11050">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Fish</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fccf770a833dba8d878e320df3a6fb289b6cadd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5484</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MAmAdNJ8JLL7JCHzIJkoo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2045">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56799</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'post-disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b05e39a5c645fbbe2e7a73de886ac8b08d74e73</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GMoVpWJy4smKuxFuFTwXC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9394">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4381ecfa277330c923e9dbaec0c092ae07202ccd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15609</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jMlAtlOaQc9VDayokUmg8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'funk rock', 'post-grunge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmie's Chicken Shack</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10401">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WKIRXNWr6cYlm8ZYVXD1I</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco', 'rumba']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6e11683511e9477a90665eac75d04958b12b162</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1644</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10414">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starcastle</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5465</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bWkqEiCzUo1qRiQXI0VdJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d03a615e48e363d1222f23a4b5720ac1727215f0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7570">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wGizTRCLYwsLnTuCBbJ6t</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Propaganda</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49012</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/546f372e1beaa67046545249cbe1f134f69e9f83</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1139">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f1ed874f1bd01b72d3ef5a955134566b0421091</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3v3clM1KQgVfpPjKJFPAmx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46993</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shop Boyz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'pop rap', 'southern hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11225">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gZBuGRyiyGkAVFCJAWdMk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a08eefeab576240348d52a7a50a6a45ac415d4be</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Just Us</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">913</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3348">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61f440e4cc36e32ef2b68e56be1ba4ea3877f16e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0a1BmEq1mZ5ufKMC2fsziR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4496</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'brill building pop', 'classic soul', 'doo-wop', 'motown', 'philly soul', 'rhythm and blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tymes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3323">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nfybsswBOu6ZFmVjhjqAl</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">596</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Goodies</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ef89b22dad83862644c26d8b7435412dd83bd36</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9626">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151658</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'boston rock', 'garage rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morphine</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80d6bb0b980dcf3043465c9bfaa49ca0edeb167a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QgSmABpItIdj908ek80n5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/203">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Brown</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'r&amp;b', 'rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9299581</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bXgB6jMjp9ATFy66eO08Z</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e153d6448b17ce97b2a79da70d64b89230c67053</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8949">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42Np3r8zXnaKcjLQsQSjyG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'turntablism']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blackalicious</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105599</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf8bf692342aa0c5f165c687ad9b6f55e4339039</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1041">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropowerpop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropowerpop', 'emo', 'neon pop punk', 'pixie', 'pop punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vXwfZyDp3spzIVNXDaTPN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Metro Station</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192362</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57ec8a955c03d58b6545e7742d8d4ead2c1006fd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7649">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['perth indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40342</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2caf7ea1471749a86b41ee2e1779b6c22f2a6c78</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">perth indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Augustines</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0p1LdP1XicX0UA5GNA2DWc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8941">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of "The Phantom Of The Opera" Motion Picture</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf3e6632cebfeb984d0520a461e79b9d263cd4d8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5171</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MoTQkT42sMGwzJs0u46p0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3948">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1083</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Merry Macs</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a52b1fbf0828f1a6eb6367210a691536e932539d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GdTErb29TNkiEGWrNGAeH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band', 'swing', 'vocal harmony group']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4190">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78YqeIji3mgAS2K1Maca6x</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54dc2b03ca9966aa1dbbabd46708fd3821e83d5a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">517158</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dylan Scott</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4841">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfb7702b810bd9266006b232d1709827d8cf0686</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3965</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aeoG3xBrai5JsTqVmmgj0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freedy Johnston</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3551">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2965</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3658ad553e864be48b8ca42f46c0847d4effecb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul blues</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul blues']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3amz8sGYUMDNb2wxf4PaTj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Johnny Taylor</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/330">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a31d641b9f2d97b1418192552fee8a64c85e52a9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ana Villafañe</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lVYBJYVtzSu6YH7vlMuhU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3095">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4235</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e38e28c248a6ba08239bece483a02abe633b65b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Gilder</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kzcxYyQIRbwtkwVtj48mG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6862">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7eacdeb33b66c51c9af3b54e04f101fd8f19066f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristin Chenoweth</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DgcBA7P0ji5co7Z1Gfp2Q</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102012</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'movie tunes', 'show tunes']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4494">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">373552</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Riverdale Cast</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8599d846a9560f7e744bdf2f958a4718a41680</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3famqI9bxiwLcAjRq3HuYl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3792">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Della Humphrey</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uv0MJUAFrcKqvxgjzJ4i7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7224">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian pop', 'world worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EOKpEhAFc9ISyMJHZlQYm</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">North Point InsideOut</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27161</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfbcba39ce7e6ec43d531b21680ffcfa84263228</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9208">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18100</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'christian alternative rock', 'christian music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TMRulP603VraQhrFUUKnR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d311121505fffa7f9260fe797334e89cf1af54c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plus One</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3311">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86901</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fff216557762f0bc1c0e83157d9bdedf256fd3c3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'rockabilly', 'traditional country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218kRJZ7FJs0hWIk8Ynzhz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Rich</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/18">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruno Mars</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0du5cEVh5yTK9QJze8zA0C</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa32d6d4ca2467974403518dd3ebfe8831c5ced1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22140623</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5506">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14066</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">power pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Graham Parker &amp; The Rumour</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CZj6Atoe6w2JhkMQnOEXo</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['power pop', 'pub rock', 'roots rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/938b3d81a3c111483a7334f53f43449ab1d5ee0f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10663">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bab07f96e38730892dfc74f58d2cdbbe56d12099</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cabaret']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cabaret</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EmBIe1qOt8cX3h3Oe91mk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Short</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1992</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6485">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Byrne</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a573e8712f38125964fcab9460a000a668a382b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170881</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'dance rock', 'permanent wave']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20vuBdFblWUo2FCOvUzusB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1793">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d07dae7bb96e90abcc9d07532487abdf6a27b8a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Marx</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0grdhNhiRLFBaFVyybqsj6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">458935</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11260">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JqijdV9jIJWxfgZJ5ZsEk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f5aa9793773a487270166a908a70724df617b4e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lo-Key?</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3973">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1874</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d9bb7e6dd292d12e30f07d2d92cf2418a57619a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter Jackson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0is49Iy1V6aUJYQgUYpr6x</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8849">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1O3ZOjqFLEnbpZexcRjocn</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RJD2</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">265305</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f42c08ebd98e3df8c1549b172a911f1c56358de</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'electronic', 'hip hop', 'jazztronica', 'ninja', 'nu jazz', 'trip hop', 'turntablism']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2003">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de290cc5eb07bc3b2921008725d70d9d1573246c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stevie Nicks</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'heartland rock', 'mellow gold', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">503196</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7crPfGd2k81ekOoSqQKWWz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4449">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">["children's music", 'lullaby']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b128987f90f878c2c44ee3f4a1f4e128945da8e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2271</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">children's music</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Q07VeywZl1U7Zbywcq30i</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hushabye Baby</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5397">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d911c077000e82509b2abfdd4b16cda01bb8612</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67BqBdApdbZ0onglFqRoTg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97131</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Mandrell</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10934">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67cb4d48512b63bc5a2a03c93b460b5b80491535</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Vao86iW9xZPQbI4rLgSG3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beatmotors</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5820">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b4988c6c71a443ab9fe36a35621fa1987aabf93</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ginger Baker's Air Force</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3235</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TKMMpcLRKsbxw3jVJqPjl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british jazz</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6181">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Cross</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eKMkGVTuUvP80KG6Aq1gO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3352">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9de56ba0f97bd8a1cc7a42756dc58978c4f9962f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Staple Singers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144605</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xGGqA85UIWX1GoTVM4itC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'funk', 'memphis soul', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11130">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vZpcSp1PzRV1wZPRlv6cz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04b8b6ccfa987758123ad00ade329115a256437a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pied Piper</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/902">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rise Against</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'chicago hardcore', 'chicago punk', 'hardcore punk', 'nu metal', 'pop punk', 'post-grunge', 'punk', 'rap rock', 'skate punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb54f19ac8a70161e63b460b8d28105c09e8b4e3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1923129</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Wr3hh341P84m3EI8qdn9O</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7263">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'bow pop', 'cello', 'power metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Lm0pUvmisUHMdoky5ch2I</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Apocalyptica</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/229d196f6941bf3e4bdd0e9ac0322ed3cafe4cb2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">526858</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1613">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01WjpKiWVNurV5hjIadB8C</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e9df1998e2edfdb29f0b9cfb9eef5df6035ba00</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'industrial metal', 'industrial rock', 'modern rock', 'nu metal', 'pop rock', 'post-grunge', 'rap rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">227613</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Filter</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/181">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ha4aES39QiVjR0L2lwuwq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2512541</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yo Gotti</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'memphis hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'viral trap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53902f9cffd049de4daacbe72ac469580ba0cbdf</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3485">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sc3uhxQjxefWx0lirN9Pg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">351</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56f085c398d0a05a02e5b9220e2fed8ba28007a1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Yost</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5216">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcee09f75ece7c7512867f61dd1a8f6db3df5ca9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracey Ullman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9640</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f8l45N3qZB1xSCH1qFCFB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'new wave pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5097">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z7pOsavFP8sACkWxYHMW1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4496</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca27466dba96fe2e10020f89bddb59ab3dbc780b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Pig</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6994">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american shoegaze</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nothing</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41932</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60mqEPQp1eNjuwt1Z4yL4J</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b473137d8e3339f0c298767a1167bb2fd189255</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american shoegaze', 'dream pop', 'dreamgaze', 'indie punk', 'noise pop', 'nu gaze', 'philly indie', 'preverb', 'shoegaze']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2701">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qmHkMxr6pTWh5Zo74odpH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c14ffeb7855625383c266c9c04faa75516a25503</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124293</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'folk rock', 'mellow gold', 'new wave', 'new wave pop', 'power pop', 'pub rock', 'rock', 'roots rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Costello &amp; The Attractions</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3032">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e6d58588f44c09c715ee3723c831fe937d33958</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anita Ward</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Dd6jD1AApgtNoU6SJWR7P</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49911</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5500">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'pub rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Miller</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19c3252a46b461b455b84865f1b84ad924432be5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7762</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BSGptj55ZjV9ss2D17Hj6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8101">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3784babbdb470feacdd9124ca591ba3a7568c2c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MWopTgyvixq0tNiFrVg0l</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Little Willies</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11229</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1040">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6822d350b5df5911efed555ba08e0f70e37ee558</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Cq0LAHFfvUTBEtMPXUidI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.A.R.</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224192</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9554">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sQP2EMQ2lCrbjwDDQltAX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3d10b744afd5a277266c1f6b8b2082990d7f852</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15235</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Facemob</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty texas rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty texas rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3211">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Nhw6Bzkf9AsZQbOQ3nP5e</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flash Cadillac &amp; The Continental Kids</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5c0758de34b1aa1f0d8dac3a6ed3fa25ab68826</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9561">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61a324619ed2244c29cbca97c4fd27bf18e8bc84</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'escape room', 'phonk', 'underground hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35460</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gPLG9mGaU67woC5L0luYA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Ugly Mane</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5332">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nNwfeVaNJlfz8RdCT5MJO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53983</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gareth Gates</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4818bfa74f7c67ee5c094fdac1b5b9dacc6c7511</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4754">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/111d5e4c4a718affbc1763f7f5e781477e71a022</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['finnish rockabilly']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LKNHI6O0xj249cCpRYICt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">finnish rockabilly</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keystone Cops</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7722">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efd56bb0c759e5103d8b06374fcd6407c152ba50</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fates Warning</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal', 'neo classical metal', 'progressive metal', 'speed metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39909</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4S6URhg3PMKnCv9clR4ejE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1171">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f985fbe1752d8d16d05cae7514ab0f72c3d88da</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'lilith', 'piano rock', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">988426</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Regina Spektor</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3z6Gk257P9jNcZbBXJNX5i</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5329">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melissa Manchester &amp; Peabo Bryson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18fEYZ0SWo4nfm4obO6yTM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5119">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZGAYur5k4gJprOffC6LkP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37232</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2529b0308ab007ddb1082f2c78739441d9592c65</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Curiosity Killed The Cat</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11099">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joel Sandberg</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Lzju6mD7JlWhrySe3UhRx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50d7a8196d8e7e58cc6c4ebff201a28c2c42e49b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">744</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8933">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5993</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jRB26bKqu2xeqibQEnLfP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb51e445831047404bfcea22dbd46b3ce9fec96c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep contemporary country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shannon Brown</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3264">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'nightrun']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rVDi66o7gdeUq1OHUzM0W</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37628</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Protomen</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c26a9afebe4fefcea8dae9854090e66e8d2ed44b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1498">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yOgC3E384In3i7EN80axR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will Smith introducing TRÂ-KNOX</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6294">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'folk rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea71f3a006d4dc1eb6fc810fcdf3950cb4a0a570</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xLqrYZxa9GYSCVn0STgxV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mudcrutch</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31984</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3696">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tammi Terrell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79443</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85df4af2833ce0f0fa25363c59c07e90a12c78d0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75jNCko3SnEMI5gwGqrbb8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1172">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3M4ThdJR28z9eSMcQHAZ5G</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fratellis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'rock', 'scottish rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c3e6cb70056a9d6ce8b8de13b9d2930d266aa5f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">507112</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6471">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ae23b79d437c3892f2cb455163de1ce09a2571e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4John8fJ3LKqFho0pselVr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50985</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CZARFACE</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7037">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Mould</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fWvSXbvztkeHEnEuYvU2A</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/753b42eb132949f16935643c5f10a63f6feaa368</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative pop', 'alternative rock', 'gbvfi', 'jangle pop', 'lo-fi', 'permanent wave', 'power pop', 'roots rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41239</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4937">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1046bb9fde4283e3f6333413a9b9b44ac08d339e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73889</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Sanborn</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vNcTk9TgKF0qDsS87nWGE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'jazz saxophone', 'smooth jazz', 'smooth saxophone']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10965">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eTXRkIPrSgC4lVHaKDFBL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bye Bye Birdie</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17f9bda282802abba1c02f5bc3b2881ebf44ad30</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4464">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">346850</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bed0ef6169edbbb8f05c61205506f12b6ddfc2e8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xenrbYhp4IRydrWpBe4Bx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LeToya</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5185">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01138f4b5a6b7d1d0b02cf26f61881696226d356</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SgDfSfWqkZMW96aT2oQZ1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32613</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Hardcastle</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9314">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bjYpZr40WcnTVmc6hr7Eb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Rossi</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd2d1aa26ec1478070e1471576f853f9d340b22d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9583">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79373</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BkAYxgwF9VQiid4wI07yJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5398232fd6afdd3a422bd3e2793bf0f79f94575</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic rock', 'new age']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clannad</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2082">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58327</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cdaecbc75cd9bd00b6d7747a1377c1ed3ac2c91</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63727CmmJ8oWFh8eAHvDYq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Breed</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8459">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7656</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Movie Soundtrack All Stars</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54469da72ddadb72511c6b9d8b29650929f71ed7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1znlOXPazXVYQkl8LWxkiF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8239">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JVRYNneRsYNInT4TNr5vU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59731</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Wertz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'indiecoustica', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d782a3dd9f2535ac316a5ab6cb719299143ef8ed</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1025">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e184cd129d927e93a55935f6f3c4345fbb8ec8b6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RddZ3iHvSpGV4dvATac9X</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Papa Roach</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'pop punk', 'post-grunge', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2796094</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2135">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Company</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">489327</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AEG63ajney2BoDXi0Vb84</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65d37e5c4ee9ef8bfb76de6a17e7c05316199724</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'folk rock', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10918">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00ruiMhDITIvGHUzZxXZF2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b47d670361cb901d088d625df1444a339ba4fd76</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gertrude Berg</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7409">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Allan Coe</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b4c5ca6ea4b423fe62b8207127d2f18537d8846</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nwh8AhPpbwOUnHZJWrHT6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369352</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7713">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97a9515a0c78b16c75bd62e4028cc6400811fb82</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xeBMeW0YzWIXSVzAxhM8O</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'anti-folk', 'art pop', 'athens indie', 'baroque pop', 'chamber pop', 'dance-punk', 'e6fi', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191876</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">of Montreal</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7791">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bret Michaels</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eKucUW0u8DXDBkNCewl0m</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24879</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8927b9babbdb31812837b1972fe90d281acae66b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/221">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Chombo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be68f3965bd2b824f75328f2d93c9d934bc2cc6a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'panamanian pop', 'tropical']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36644</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iSZjc4kOoKZKiBXK5HbwD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5555">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Dean</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a479f05e054763e9cbff562b867edc10ccd05777</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RaDKTFXuy0qA8YV1h9SwC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34121</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/799">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Porter</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">579559</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd5d217a4899bdd98cf275ecef76b515bc62056d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6z1cicLMt9XArxN10q7m8a</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9464">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36E7oYfz3LLRto6l2WmDcD</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pulp</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">437609</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/274a6b04d4086699f74f761b7932adf122c5619e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'britpop', 'dance rock', 'garage rock', 'indie rock', 'modern rock', 'new wave', 'permanent wave', 'rock', 'sheffield indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5118">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110985</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KpLtTMpLAko7nBDmiYg7Z</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21ab54f0ec69c31bef4bb5b69ceb2f14196a00a2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Force M.D.'s</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10083">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clara Oaks</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a511bbb11ffff0e36090ed14b32531710ccb9183</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">607</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pZOydOsl70zaC96IJsQN6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9555">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">288</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e3dc940d44a45f68efc5b3bd24a2e95fbdbd01e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vxzsE8bgdSv0QM4WPIuiE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Convertino</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10298">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6803XTpoywjl9e37yTvwt7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Marino &amp; Mahogany Rush</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0f6e183a6bf61771d7d69029d2d067322783138</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'canadian metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9578</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5840">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3W7NhfglFlnKRRMfakixbT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d248091727422e079e40bcb5d4631dfd4177aa2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Henderson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9480">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'italian soundtrack', 'vintage italian soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RYyGExpy57GLGa1GtFoVo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47209</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/052de04a5c66dfd07db0b04e46208cc9af16b9fd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nino Rota</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4514">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">914</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nitty</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kEcxP5ezzvP5RcO51TCBD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98b7ff276dd9da965c28305d4d1bc1b796ec1c67</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/689">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7o9Nl7K1Al6NNAHX6jn6iG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travie McCoy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235934</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db1a69dfba64f053deb550d971423400cd582841</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7329">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Canada &amp; The Departed</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ebdbfb888c3dfa21d2091c289dd60883871f816</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11011</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sNgjo2IC4YgJr6MF1bFS0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10329">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94437</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Wakeman</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mkcYaXUbJUs5mJointuzB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40aecd496eff1df1d42a25d31859641e824517c0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3026">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dCKce6tJJdHvlWnDMwzPW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/050236bfffbf4bbd4295299cb2962223412426aa</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Village People</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210092</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/420">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie electro-pop', 'indie poptimism', 'pop', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4N874uPqBka1QiCvnCVOtr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211958</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a8c564f837810f139ab0b54195a84d0898df5f8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phoebe Ryan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8475">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45111</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical mezzo-soprano', 'classical performance', 'opera']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cecilia Bartoli</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89a9a0ec632335a39a82e4ff1bf6b8cdb353fcc0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical mezzo-soprano</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uw6GzeL10NfFrcikMo9Na</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1954">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36b473514e4dd6b835cd6a77cc884e47b11edabf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qik0lR9qY7eQPYAK4OUTo</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Channel Live</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19516</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/245">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14748479</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vCWHaC5f2uS3yhpwWbIA6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'edm', 'pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81b19a403109c4fe528ee3972137127b85be9519</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avicii</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6635">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e226f2e981aab951e8479eec973d122845f7076c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucas Hoge</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hj3TrC0GoZKDTyxZo88pP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13122</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7330">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Palisades</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'post-screamo', 'screamo', 'trancecore']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2w6slVluzWlwADP8aB5yz5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100802</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c08ebadd5bf942c4254791767156a5a527a23d43</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2868">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Denver</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EK1bQADBoqbYXnT4Cqv9w</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">724433</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26a090ecb0b605744f354ac10301b45f3fb50d35</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5583">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4q3LdPSGd0sBfC8vAeZIwP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duke And The Drivers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/306b0af8829dbe3eb5fe3ff8ca556b7ba6c70b84</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9390">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ts4PBN5v68vkqWVs6bYL2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f58963c0064ed1e5707e25af93f582950d2300cd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bounce', 'dirty south rap', 'new orleans rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bounce</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36601</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kane &amp; Abel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/538">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2W8yFh0Ga6Yf3jiayVxwkE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9b3f1ef232a575a7cd3c26290889e93aecadfa1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dove Cameron</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1824555</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5690">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3566</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Boone</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3M5aUsJmembbwKbUx434lS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cda319a361e03f4cd67ab868057b09ed36908648</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7139">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cc8bd1b36dc8777d60128556aecc70ea7f594ea</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">For Today</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock', 'deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134838</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xvHWAD1Bz6vvVmVMPpZJs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3121">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43235</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock', 'yacht rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7ff464ac91876da5a5e74539c4dde2675785031</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fgtHVpOPfXb07S8Jx443z</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Player</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6639">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emily Saliers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XXzbirPMlmi5sXeHUHX6F</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">930</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a6493fcc182681e118e763889eaf21482f55e2f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7007">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73274bdf76902015df8961bbeffb333cfc192639</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'funk rock', 'jazz funk', 'jazz fusion', 'progressive jazz fusion']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snarky Puppy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ENzCHnmJUr20nUjoZ0zZ1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">370850</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6448">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/955caa7a0b980302eed07d115892b48e1f766a06</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doom metal', 'drone metal', 'post-metal', 'psychedelic doom', 'sludge metal', 'space rock', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleep</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Mt6w4tDGiPgV5q6JWPlrI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134264</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doom metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9781">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daaedd8493c32bfa51ee23337109f8735db7097c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matoma</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">500305</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electro house', 'pop', 'pop edm', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YXycRbyyAE0wozTk7QMEq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2481">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'motown', 'rock', 'soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dusty Springfield</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zaXYwewAXedKNCff45U5l</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b2bbbe1dde191c637271fab24ff66fda4faf4fa</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213053</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9515">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6waZCVSwwE9RQZtBLrE0VL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1ddd19a28c2f13c4e684cbafca52505a41491ca</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Petty</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2610">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Brown</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'motown', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b9eeb6ce3dcfe08218098a78565fbf214034a5e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1349296</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GaxyUddsPok8BuhxN6OUW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8626">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HhTUxJ1oI013njabDXVjz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e58fbb8c437465a7d0d3e2edde575eafe4bf1487</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brutha Eli</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2798">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44e12e7e3eb5f863279ba541097816e0ea508a4a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nona Hendryx</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pTDagkiVMJC5DJtSAdbXg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1848</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9833">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love/Hate</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13493</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8df70d18ac8dd83bd3aa514be96c135faf927ad3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KhbcJUHaPopOLQRzC0B5E</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4806">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c6c47155c203a12fc80ab02053f9dd06045bb01</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LhsePRtgCo4THVKULQBL7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.V.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2135</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1650">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SwRWWKpFqktihz7o2rfYX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57749</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracie Spencer</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e24f3898f44907645cf65d456925a19e91de379c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10708">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/786df6a12dc5adb7b4d39e185106154a8fce88f4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic schlager</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10172</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heintje</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic schlager', 'volksmusik']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2V4AS8qG0fOsXkH1AgLlB8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11025">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young B.</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XlkD2jN3mdbLUK1ZvFHfE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad822f0e8e6237d1bae0336995a8bb709cfe3b6e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10377">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fTHKjepK5HWOrb2rkS5Em</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88835</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'bebop', 'big band', 'contemporary jazz', 'contemporary post-bop', 'cool jazz', 'free jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz trumpet', 'latin jazz', 'soul jazz', 'vocal jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie Hubbard</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af2d2bc1b2c768e63776569235ab2574a3cc849a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7673">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4227920</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c5f3500ef0bc204e076a448eed170222189b3dd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop', 'trap brasileiro']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vLuOi2k62sHujIfplInlK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hungria Hip Hop</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6194">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">367</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38vfzvLcy3BVAPGUo5F3SF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a942c0618498eaef8b2e3344635ed7349b32594</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gestures</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5651">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19b2ddc017a247faa44e0e45b94b5b7fe9606cc2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1292</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.W. Stevenson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1asN4HM089PlqWPJRkHvLA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8976">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'anti-folk', 'chamber pop', 'chamber psych', 'experimental rock', 'freak folk', 'garage psych', 'gbvfi', 'indie pop', 'indie rock', 'lo-fi', 'noise pop', 'power pop', 'singer-songwriter', 'slow core']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WISkx0PwT6lYWdPqKUJY8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8b09e377d5170337db6ca50ac379de024a18b8f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31530</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Malkmus</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10246">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/395523aa1b07d5d6cdc803416afea0e8793f06ea</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126641</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PZEd7yktruWruOqORRChA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Taylor</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7051">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christon Gray</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gOMnWbGP52F3paKcp5Ts2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40524</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f76efa54191d97756f02bb2356907de910c8ab0d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9378">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MbdnYlaRAlKxVJMzFcm69</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dimitri Tiomkin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3832</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fe875941f0685e7c5717a0a53c12bc0a42cd8e1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3123">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2908</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oX1l8zC13ovzEoGm2CAsd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Michael Zager Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cca9193f0cf1f4ddf5ed8c99e26e3093b773c56</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9990">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13038342dfff2fec64766391740d1dac232d3d2b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wTcMrUyPTeU71LOmECsJd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Mason</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4173">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EVZqrbIyEYGGite2sMhDk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8dcc2bee33946aa6134200572c3f8197beafda7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peggy March</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic schlager']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic schlager</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2012</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9829">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">822</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly indie</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/385c2e4b28c826594b4fffe20a09e0b4a1aaab19</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heavens Edge</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2T03HaMa4RA484VbUGwnff</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7655">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebb04847684b5cd1b0ce60ca686cc45a6ae96006</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'neon pop punk', 'pop emo', 'pop punk', 'screamo', 'uk pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">557704</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">You Me At Six</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kNQXvepPjaPgUfeDAF2h6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7610">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Inside Llewyn Davis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79dff652e52aa9115576b8c2cf05b283ed51d4eb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7w8CMolVYhbJGxGJ0xH3Ov</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9182</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8403">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a1c6c0db7ba5d46f5992239b8413a8657cdc597</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1j8TDdYLCKek0gbvsRJFVu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18501</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Kennon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country pop', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1771">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sublime</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'ska mexicano', 'ska punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1409730</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EdvGhlC1FkGItLOWQzG4J</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be1308050a19636df128253c9e1673048e355d0b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9441">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188HWxEQMjCaa7kf3ZGjwc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'hyphy', 'san diego rap', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jayo Felony</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27458</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03a9b8859091265db3609f165d54ce55c57ec76a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5439">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JO0fCMUiEJtUQjyOXyaCl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'post-disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Musique</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5456ed98a15b6052f4aeb0a8d6fcd298037ac358</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6076</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/551">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552758</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/766c6e1e9b9c971e82da95f3fd2cb73347848a2d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">070kGpqtESdDsLb3gdMIyx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Easton Corbin</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4151">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Q8dCFKQYSibVpXnaMSteR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fireballs feat. Jimmy Gilmer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7259">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41448</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/787b7bf2308250250d52dfacd1e5cfac1e7d1394</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SuWOa14KQ9jBIwvqFbzo5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dustin Kensrue</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1529">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c91f46775e5f212d2996cad0d66a9ae277b9d11e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113189</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Hi-Fi</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XlcLj6bxCnpBIOHmBpIWP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2108">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GbCJZrI318Ybm8mY36Of5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faith No More</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/765ad08f23f828d1a850c47ac417d7be260af932</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'funk rock', 'hard rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">882672</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9109">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20330</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earl Scruggs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NEA48c6ajydrRzCbyll3M</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'banjo', 'bluegrass', 'progressive bluegrass']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8045199a64346cdb2de5b270299f30d58bcbce8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7452">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cc8b118f32aa914342ffefa3efa5274bdfeaf83</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Imogen Heap</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">etherpop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['etherpop', 'folk-pop', 'lilith', 'metropopolis']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293143</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Xb4ezwoAQC4516kI89nWz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2738">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nff09HvuBvJQPS5VnTlJM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Midtown Men</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33b7530f4a114941baa43cb045c48658345c2d49</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4490">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Joseph Puig</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30I8GIK3UqVyAg58557mdJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9998">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Winans</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec8c71befd3b32f4a5256dafbbff0dda13fb886</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EQrc1Kz56jCHgJ895CZJ8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63055</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5817">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rainer Rabus &amp; Friends</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new tribe</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87c6c1625d27b2f1f1128dad050ba190effc9b4d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">477</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new tribe']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70kZ9laat7OXeNSeBnAkLA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8291">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69k2JfIQxMpBbc1wtmHWZY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c90bfc0d534143073902ff7cded3af9e6879222</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'quiet storm', 'smooth jazz', 'smooth soul', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will Downing</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110508</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6595">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleeping With Sirens</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1532254</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pop emo', 'pop punk', 'screamo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3N8Hy6xQnQv1F1XCiyGQqA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ec9406a83e3b3774a8d25d84e3fb04d719075cf</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3554">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86210</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Searchers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QmkLL9JOqM9dusHS1Hghe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a930cfaee88340434d474889665678a8a17c22f7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7129">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141260</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08avsqaGIlK2x3i2Cu7rKH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'roots rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Richards</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a13eee07307adc70fe177f0fa73e935cb909afe6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5986">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Third Rail</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LL2DywIzLG6OHVjzlOFgw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dccbf84b4b40173703320716cb8fb0dd2ddb7efa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3659">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Last Humans On Earth</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95cd9f59e0fd7e64df60d5c1676dc9f6c183e912</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5844HsEI8mfyICEfkD8aaF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4683">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e094a4dea4ae9408a3f1cc8c614e1fa9ebbfe508</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67ei8ib6PLT1w3OkhIb4fB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Star</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191579</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5636">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jJkOaQBQsEBBqvavgdHQT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c691939e09e8b52e3844d965a16cf43fa9f5e1a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5278</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cozy Powell</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10376">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">USA-European Connection</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BOuiEyaWRTEriA1fK3J4M</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">353</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b1c2788b635d9cd78f2525b706615974c24643a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/934">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XaDGdczLFINLLfNQnMmIC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Antoine dodson &amp; The Gregory Brothers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5495">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Philadelphia International All-Stars</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65LAAoHRaxtbWobjZdZOuX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c725c46178ff08b80d455e32169c8ac7aad4996a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">607</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4943">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">430</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/960b1b13c750ca76b41717e3ef7f0df587abd5dc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brotherhood Creed</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ecFXNzuv3uaX2pOX7GUT3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5009">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f34751e9a7d9beb07ff94723d225410f3c58cde</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kyper</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">601</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5axa2hbZnvT5TP2IFLXoit</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10132">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodney Franklin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d199f98a042973883d468a02ff396982dbaddf4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CjlZu8c45u0rRvyONtxsn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2249</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/372">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Isy6kedDrgPYoTS1dazA9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Paul</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2606395</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dancehall']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e15025ccdfab6e62b9c2b391e4e5f44bac36a3db</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1245">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gpDA7R5796e6zbvZxGNga</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawnna</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'hip pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54330</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57d356043734e04ddfec4742fad549796323c56a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4504">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337294</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'el paso indie', 'garage rock', 'modern rock', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mars Volta</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75U40yZLLPglFgXbDVnmVs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95f3cf816f3e7caacecb86b66771b9fd0c8e6cf6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10273">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Scottish National Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xBSsPfZtPItmn72C2EHVf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6677</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dd7baebd3b3b65f48f9136652e1d8b644bbd601</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical performance', 'orchestra']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1909">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sponge</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JXDwIo5HsiwTcTPQytrZ8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ee671936551efa7ab16cf5da08676ced013e39d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49675</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4559">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7liFhc0PDIx8etigqd2WhW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruff Endz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6447752d5715d3d0bc7bc26fdfab62591573e40d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141417</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6817">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f8c8edbe4650a8e5bc172057d94b1d9cb81d3c2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KyUat70qaniuiZq63HzFZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215087</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pink Martini</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lounge</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lounge', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7778">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbfff97d1fd9627a844dd41cbb988c8513d1ad3f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'boston hardcore', 'chaotic hardcore', 'emo', 'melodic hardcore', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Defeater</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78877</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1L3hqVCHSL1Ajy3m0z1bAT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6924">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'shred']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fsZkYcSEUEvZK2tEjzrVY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25734</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8a8e324234bc0fbc4ccb67f931d77444b9f6852</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Richardson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4398">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'folk-pop', 'pop', 'pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13saZpZnCDWOI9D4IJhp1f</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lily Allen</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1343859</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91324a608fbf69ad0507c36a7717b01b20165c4d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7987">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marvin Winans</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66385</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QuleHm5yBUYv3vjqWTM79</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e6b1224f8915421af5506c5595d0a58bcdba51b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7351">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0g5OkLnQogzLrT9s5vw6kl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phillips, Craig &amp; Dean</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137606</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c55be344978d51c9f3e6aada552844b05a268684</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/546">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q8HGNo0BjLWaTAhRtbwxa</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1637395</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brantley Gilbert</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1b40745e2e28761d1f2b6129368d3b0ccbcc41f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2943">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ceb9a41877fa30bd238b112f714eebfbc14e1240</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dNwAPe7GZxgNZjNhMyx5f</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.S. Monk</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1448</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10490">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IbUYXqc3cztMs4pK8o1f7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Free Spirit Symphony</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2225506e59ebe88cc953e9cc36d56bf218d235ac</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5579">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uWYxhgi6aDRAlCCL0MHI7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jessy Dixon Singers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5521">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72639</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'violin']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79262ba607b69143c22f21c1dbde91cd541086c2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanessa-Mae</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XucD9urBtUadfCNvZc4Pp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11419">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7 Aurelius</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4riz3aqKLe0ROniKeD67ME</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3843">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38089</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat', 'underground power pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZSzroBNV7HzBDO9aohuF1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cowsills</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0f4c86eedfcf34db6bf1f2b52cc85916333b6cb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/722">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0z4gvV4rjIZ9wHck67ucSV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2008347</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20745ad5adc438c4aec164ca3cc2e04ed3abcb99</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Akon</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9814">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LsQE9hwiCyFmUUkKWYnKp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc92454955a3ea2a3a691e65af9cca7896630dc2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dana Dane</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41463</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'hip hop', 'hip house', 'old school hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2620">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48a6b0a16343cc48ede76c968d2b731d1f09a6c6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hiRmH8QebrJgMZYAbFtoO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5119</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clarence Clemons</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/668">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157377</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danielle Bradbery</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iqStkZi6QmG8sgQZQrfGN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c946676e02c4810540256d4dc555a117ee1e2ff</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3083">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5349004b48cff3e88dd52fd870485ef6ffa07c7b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ace Frehley</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95215</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62olK5zZHSgFUXGDykgBL8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock', 'sleaze rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3128">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d16cddda1a582446e0ecdd350ceb9d4d37b942c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Cotton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TmVnRduWRcnd5oSVqsMKV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9200">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tQsX5dHCbKXavQ1le6dH5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8825</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'grunge pop', 'hard alternative', 'post-grunge']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Course Of Nature</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef095f516da37bfa83ae0ff0b588919a18e3aa5c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/178">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wlFDEWiM5OoIAt8RSli8b</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70f331108f3e71cef347c74faa2c07bb783d86fd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">YoungBoy Never Broke Again</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2973827</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7946">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22392</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Banks</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h7Y3QR7IjzAD05Qw5QYO4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a61bcd9f3002ed4a30497be534c821fd6337c819</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6442">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289228</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23OFz99wX0NDBBwrxthLWU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lacs</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'redneck']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a542dd1deb41d9dbc32821481a2f65592708f94d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6253">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tZo7rC9bqWAmhJ1bsejXb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ace Cannon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b029c8f503c588d13b0161f7658f343aaa470e7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1440</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5999">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26fpZeMJX2vN9xuGq70yve</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">396</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3c27ca5cd95c1cf599550f03bbbddbe3c2f4050</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Johnny Mann Singers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8264">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb6a3f7d92812cba25b27ebed0bf8f443311bb0f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Canton Jones</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52313</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nzEXHMRFWTw4zt3pVRv6V</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'gospel']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8766">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15203</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundtrack/Cast Album</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d7d0d108adf6338995deaa8b71c1a4491d1c977</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56E5XajgEQr7pQNK4C10RF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6650">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manchester Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wFXmYsg3KFJ8BDsQudJ4f</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a231fe0b0bbd00d25f33bb7dd065644ea8b3d2fe</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">260671</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8465">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">THE KIDS</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uvu20PIQjkNwX9ST0cNKH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e08d5e69b93dd3447c75c98c6d0ea7dd3359f31b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8313">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f20ca1ff60f635a1b2344bb3ca31aaf6b1682653</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ok7bEDf9CZ0448D59AaNL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tulsa indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ludo</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34732</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tulsa indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5657">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Fairchild</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SQp3obrtdq8uxsZxFCBJu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af8499265971cf66dd6d1965b21bbd08e5ec1f8a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'country gospel', 'nashville sound']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2898</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2717">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cebfe3504393ccaccb1f584edbcdf2a9357769ae</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bar-Kays</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'electro', 'funk', 'memphis soul', 'motown', 'popping', 'post-disco', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Z4CzYz9ieK8q9XiVMPkW5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131132</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/322">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oC6sik8OGWHW5k4cdnEca</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93567242848e46d6966d2a8dc4d7208cdd99fb56</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gina Rodriguez</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10852">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'outsider']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5003</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14nKtAc7fHAIVNBetAaSJH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba944d7ba540b462b047526972c4e5a015abcf86</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leonard Nimoy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5271">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138838</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JfnADNz5yYEq3hrzlZHLk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grandmaster Flash</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0851b6dd833db075d3d832be1a33434292c5f629</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'electro', 'hip hop', 'hip house', 'old school hip hop', 'rap', 'turntablism']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10960">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb497794e29a50ca3e0e308f0673f51b18a9cfab</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Lalah Simcoe (of The Womenfolk)</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3joKRppyC8nEyZ72a3vDnL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10517">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmie Spheeris</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1040</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4eb29557674cb39fa0928379f511ca43042132a7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pgwaeb0823I4u6yBPqOo9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2686">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">POLLO</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349696</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop', 'funk carioca', 'funk ostentacao']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TgVQhHx0BWvzdEQxRnr23</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9e26fc4eea2558d1346ff2b647d9ba7ab35348c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11306">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l6EjGbVOK3ciVYP20II6p</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">655</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e59d27d995e45471504cb66528d9c2a910559436</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Aces</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1805">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'funk', 'minneapolis sound']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheila E.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d43fd3484b901f133f144e7d14e0796fb4a2660</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OQrOpxSIfPai3cFaN4v4P</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134725</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5389">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea0414f2bbb8ed5fd3ed27e465ea860a6214c23c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1imvLPBvQHkf3PN8wKz5zg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Lloyd</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/304">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6roFdX1y5BYSbp60OTJWMd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30c119be53aa255c989d85015648b99a7989852b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim McGraw</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2803823</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3147">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2639cbd33ecadefaf1043cc73176d8882bbd0fa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Duke</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EB0uKE2lGw6BB1UFJrONl</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84647</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'jazz fusion', 'jazz piano', 'smooth jazz', 'soul jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4653">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">355</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33JfM2NgTRFT9wMoQvcv6T</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Talent</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/142">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6dd2fabeba127e6eea02bd234545de91c44e604</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4O15NlyKLIASxsJ0PrXPfz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6835397</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Uzi Vert</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1631">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xqbOE3oE6zBEMfpJ3B4MD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ed Seay</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6320">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kurt Vile</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320245</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'neo-psychedelic', 'noise pop', 'philly indie', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gspAQIAH8nJUrMYgXjCJ2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b94f6f010f21d67362ea72807a80585d0fb9d96</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1009">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Montgomery Gentry</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bGXaFVQLASmDMdjjeJr8a</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">735490</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb3bd375b7e7ad66bf06137d9a0032a0d873fcf8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3861">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay &amp; The Techniques</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">509</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'philly soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94c5abaa9b2ceb474c3801df332701196682e336</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36eDX6PQlJkjxXUhIINO5w</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9949">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'gangster rap', 'hip hop', 'hip house', 'old school hip hop', 'philly rap', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Schoolly D</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63NXL9k1RkJYcQ5MkUETLL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7c8a637657dfee617176401e5f98dd84d589c81</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30469</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10266">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hubert Laws</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Mb147hrrMIoAy425UZkhv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e44a8399435cb737a14843a43d9c26ea2ea99d8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14668</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'soul jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/721">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2k8LSCieAnywX4Ku6k3X4m</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6880</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace Phipps</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6360">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1aa235fc83964c11c86fc90e799815cd5e55bc0e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Onvkz1Nbs4wHXXUwOIGk8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">651375</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jesus Culture</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4979">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jinny</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zbWfoRgxEJj2c2MyLjDkK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'italo house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9226427f967318cc24cd646810cd3c7b7850981c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1191</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8400">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackson Browne &amp; David Lindley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cb37d22c121cad9ad60125f167bf40551f60a55</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5447</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qxIst7kJUeN5Ie6I2wlKn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8930">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/760e4c55d45c4cd1912512c4e7cf317ea038fd92</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197468</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vines</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vkiEK5D7Gf0z4M1Va0CXD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'new rave', 'post-grunge', 'punk blues', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8931">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Danna</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian soundtrack</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1827</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian soundtrack', 'soundtrack']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4v7z4d0nyIY3mWGz1AXoK1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/367ca810979a283469c9c1126eca921f64ec0b2b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7765">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WRuMPUdiAxZzxnltMgh0U</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooke Hyland</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/752dba7809bdd22829c7e55cff5e3b953a84eede</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40771</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11498">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'easy listening', 'exotica', 'lounge']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6268</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JBc7Jztn7EdEVjyMCN6Wi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hugo Montenegro</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c267b16c028d3386bfbfde5a411ef9ac12d11166</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2469">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/400a04688477c94cdab56b0b9486e8293ec9f2ba</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5050</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZXLmQi3SPQEh8mXNDldRC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Adventures</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10759">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Belafonte</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91818</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'calypso', 'lounge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Tw1ktF4xMmzaLLbe98I2z</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a59b477875a9c8d3956cd514e2829b9b95248849</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10481">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac169261794acef9bd156579c1a2a076a20c4ba7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz blues</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5247</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz blues', 'jazz funk', 'jazz saxophone', 'soul jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank Crawford</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">543js1lXeFxJKXqxC6XgT7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6682">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'new americana']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Secret Sisters</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31023</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a40c8e745d53b8b25ebd657f9710f11f2598e0c3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fIZHCg2de8322HZodBDWL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4346">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz - Tributes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yLe3fKowM0OwQMsVGBDPD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f61fa65b2b8bed2ca81ae6b86092e0d218355f0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5153">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TMC Movie Starz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IeccmPmWyWloN3D6CwWMx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3080c20ac8292b8741c686071a3d6a0c95b1293</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6238">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['merseybeat']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">merseybeat</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ffbeb3e81677950d2b8da3a24e6c7cc8b0b18c7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2197</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Williams</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7A1PWRIpGKFLKGXB5p0jDY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10865">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2386a9c6dce6f3f3ea8d1c0f81d34de509fb0dd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1672</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uVXezA2zuHxGwdKZHDOaj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Lloyd Quartet</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3478">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">570059</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TKOZZDd5uV5KnyC5G4MUt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e1b939d6fcf5acf070fb266729458171eb46edf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smokey Robinson &amp; The Miracles</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'funk', 'motown', 'quiet storm', 'rock-and-roll', 'soul', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7991">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea2b3fb38961ed593a59281e47df197956c44146</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yeasayer</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'brooklyn indie', 'chamber pop', 'chillwave', 'dance-punk', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'shimmer pop', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04HvbIwBccFmRie5ATX4ft</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166714</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4146">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic soundtrack', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a069170b69610de7b669fc2b48cdfb5e7348acee</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EExdpjU4SK3xnJHO5paJf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84493</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Mancini</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1136">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf78e460a538b48dec7ef55064cdc76042511a07</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1G9G7WwrXka3Z1r7aIDjI7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OutKast</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1158809</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8524">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tMZahYVKJdjbC1GHVtNnV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tantric</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100284</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3296d83792c5f524c19f62bb0f0f701dcaa4d4b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9308">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dj Will</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b3bb05c8de2b5711ff808d7eb52ef9703542562</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">492</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AMRCdhTSFfEFiu4UgOCwX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1870">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zrZfs23sjuHDv4E6YRmNf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99b90f147f450c59522dd3d8c70b7f580f96433e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186961</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'new jack swing', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kris Kross</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10851">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9362d0b39ce120860fc6e8c470afae83b93b6421</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of George M!</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TW0zQlLgQTrEojpjJ4sFx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6856">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ad66cc8ef58ee0299d084627c755eda2e3929be</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'detroit hip hop', 'escape room', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aA592KWirLsnfb5ulGWvU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Brown</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">435478</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9276">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">True Vibe</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6krtwwFyuOwFLWpP9VUUhe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2785</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13a8dfff8ee0f9d040c43a80dcb4636a711e8ebe</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3575">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic canadian rock', 'psychedelic folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3effe44b33e1e372c7f759b8cb99dca86211cd53</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2603</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Poppy Family</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XawOhZ28ajmIWwPpRJuDA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/312">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16836</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1136133397dcd8322cb66868a2a61b557a0746d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1okJ4NC308qbtY9LyHn6DO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BloodPop®</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8882">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00ccc0efec36cd6beed1b6d7e20fadd7aac6d888</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7136</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mXWtPjWlGjT1Cmixwq41U</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heavens</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/43">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53XhwfbYqKCa1cC15pYq2q</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01b36ca0f45f2f15117022a2754287a6ca1acdcc</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21374353</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Imagine Dragons</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3605">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'jazz blues', 'rhythm and blues', 'soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Esther Phillips</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/520101b26bdbe9212f0eab2d5da055d225fc6fed</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22080</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WZ7IgzdjPvwFdjDjjuZm7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9643">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'west coast rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66191</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bloods &amp; Crips</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p6LkaobwRZ2v8U46QPtSO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af03e650c437cb55c7f92d4a633a3cd498064c10</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10146">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a567afc54e20a2a5ab9cbf9da4506bdae888dadc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ac4BPNFDa8uMRC4jDKmsH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1085</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Martin Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1679">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2e933a1a7ae670aa2e217c79710fe2f18ebad3d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kinks</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'british invasion', 'classic rock', 'dance rock', 'folk rock', 'glam rock', 'mellow gold', 'protopunk', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SQRv42e4PjEYfPhS0Tk9E</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1237083</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11160">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Co</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fc819aeeb3e2310751d26638b1145e38650d551</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14LqWJuShbLIy4PBJaUSa0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10198">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afdc445e30aa3f03b13ed7385272e01b11cc58f5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'post-disco', 'post-disco soul', 'quiet storm']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18180</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zaWqD1H9Rk0P14iF5oDnY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kleeer</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3836">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198530</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/661423f5d26a62a4a2947488c2892a6c5c4a5e34</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48YxSlb23RAaCd4RyHcV9V</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herman's Hermits</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10473">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Muscle Shoals Horns</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2929e56da692740fdc646ebfd8532e390490f426</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Baza08TPsvJRZaRgp2A6M</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/84">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'house', 'tropical house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silk City</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/451880acb4a647648b78bd23ce0b3294003c4f37</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2X97ZAqRKRMYFIDqtvGgGc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41271</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10983">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american modern classical', 'classical', 'early modern classical', 'tin pan alley']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american modern classical</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Gershwin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131357</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0031f27d5c6ee70820cb6e115b19f846d2fab31b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YuknfkSYTTbolRpwZBOv4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1343">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168597</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N.O.R.E.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e021e4d1250c9df62f014d576f687575745469e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GMgdB3vwbBOc42hbXEi9p</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10843">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2930</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49269e19628dc848ef62c9e781fc3498ef54319b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oI2CfnF8Oy1rT22ZB176e</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bare Jams</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3516">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Porter</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e1c0f1cc91fa72091f21a6c74ccc8f50f7990f9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1k0ZB1aFWMh6dr3y63X5Jr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2248</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8819">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">530</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b4826a8300af26a8c176e5a7b055424227afd0d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Countdown Singers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RhsmFAR4zGvbXwABZZIRp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3963">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chico</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bLTKd4KnSB8KquToTl1zo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7752">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">341673</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b7182cdd864b38693ee040a3c9670486aa2c539</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Washed Out</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'dream pop', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'neo-synthpop', 'new rave', 'nu gaze', 'shimmer pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5juOkIIy18sFw9L30syt1Z</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1713">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'girl group']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11444</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f96db0b17595a605e48c7b17b8da6b4dc396e268</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cleopatra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mu52yh5bBhhJOyVndAEZW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8588">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ryF1Gy87xVCOF0Jb666ak</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dean Brody</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79409</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0351d7d5a5079194f932b910f44b318ceee909ba</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian contemporary country', 'canadian country', 'contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3764">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89130</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WquJweZPIK9qcfVFhTKvf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC5</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic garage rock', 'classic rock', 'experimental rock', 'garage rock', 'post-punk', 'protopunk', 'psychedelic rock', 'pub rock', 'punk', 'punk blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90e09fac65de5e448a430cb7a7616528982b90d1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7695">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60e4152e0518187d7f3658d1ec650a786bd340fe</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36814</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive post-hardcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tGd3HHlV4RVOdlBc5LAW3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive post-hardcore', 'sacramento indie', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Lot Like Birds</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9255">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'folk rock', 'folk-pop', 'lilith', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CAiy5rDr3LaSoGtJOq6A0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38768</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nanci Griffith</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ad5051cf46bad6a42cc2464e65cde235b947e1b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8541">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Vkxl6Sxde4TZQwFvtTSLH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yanni Voices</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2796</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fc8a5b2294a776c22001adfe57a19a86b94fa6b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10477">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrick Moraz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c417d6d5153e632342559c8fe7b8b0c5405565c2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5alexP1Baw0KmMEHWOEVVj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6266</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8476">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bergen indie</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bergen indie', 'melancholia', 'norwegian indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">479318</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kings of Convenience</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/672e610fbdc5d7e0782c6866d1e7d315fbbafb92</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41AbNVba2ccpmcc9QtOJE7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1896">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'europop', 'hollywood', 'pop', 'uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4615f8718cbd41e91543c03c9f8d4699fc95a317</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">700530</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XgFuvRd7r5g0h844A5ZUQ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Take That</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2497">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135Rv69sEKYSUfBBaI7i3M</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62410</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55ea93bb4177fdd7a778bf8f0f011984fcfd1b4a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kashif</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9961">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yoblUqh8J5DKsVTINg9nd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Red Road Ensemble</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19c42548111bfd0929e991e6bf9ac64f3f9ae372</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8538">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71t8oi0TjZ9Op6JRrVqaBx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mathcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mathcore', 'melodic metalcore', 'metalcore', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45170</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poison The Well</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21cbdc42fa8435c8d7ca49287130dd4783a74911</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3815">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dino, Desi &amp; Billy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lcfZLW21dTfmTLBmae1eR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/034d7b790bf8f36048ec3be4ab6d8c53153ebaf5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7446">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118129</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ce3c9907ef908c7351bcc556fa70b7e0ec4a64a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'art pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'lilith', 'modern rock', 'new americana', 'pop rock', 'singer-songwriter', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jenny Lewis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cMVRrisBpDkXCVG48epED</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7186">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b08e691beb89c3ddf5afe66a3b79622cf3a540de</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pUmXBIQtqpvdV1HAy2xYC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Never Shout Never</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'emo', 'neon pop punk', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">481692</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1658">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yVkpQ0tI2HppC91xDz1nn</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Boi Of Outkast</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4052">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Weston</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14134</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b494bcec6604ffea8fa441e90f1b3d38bc8dbe3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71pUA2TXf3JHUPUgsjLtuL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'northern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9065">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1059</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Woody van Eyden</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubble trance']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4G2mPOOfWyqNO338GJTOK5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubble trance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f6b50ecf59533c07884792877924b491dbde2f5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6202">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58f613380dcf3180ac312add843a4666bf461e55</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ikti72e24GFKzTNdtpnoX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1200</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otis Blackwell</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1313">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jung Tru</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/726c520b0e52d1d3235e26a751f749d4c6267f95</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EuSP8KnPY1qQpxLBOjBG1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9178">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HCeK90YUyjWi0utTPYXw1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5ef527a7a82fbe22bb432c2de45c6d05be87228</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16101</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Truth Hurts</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5082">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/656ed8c6f90af07675928fb7eb38eb5e0620df2e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Karaoke Universe</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5U1hvFSd8ETk1fuLsI6kZp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4542">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d355689a5565bab2dd2fac31d6a5e2d8a223ed00</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ss1B4541iyrfqV8t4hNMJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jpalm</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3375">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William DeVaughn</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l51Sc9HBh8fLXUDEjFhxU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e91105ac92ff7161ac5ad3fd119c546689c3725a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8687</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'philly soul', 'quiet storm']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4607">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad012495f1ad598768832e39d277e66bd5338a44</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31564</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop', 'funk carioca']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iZz25uH5PLaShpqq84uYv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Papatinho</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8280">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PC0CLpUsoEQPNIZKg2ZX0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk carioca</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk carioca', 'funk das antigas', 'funk ostentacao']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">846480</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Bin Laden</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b0d99bd3269e1a53d641f7ebbfac47c7a62a784</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9440">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OiS4KHxViIFnJooFTXl7V</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f196ba687a391d81b41e70ca26e981e627ffd34d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34464</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'conscious hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'underground rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ras Kass</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6659">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cjEqqelV9zb4BYE3qDQ4O</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EXO</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6031c4e92bfcecdc35972e42486272f6637a35eb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'k-pop boy group']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4541295</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7728">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60R4M19QBXvs0gO4IL6CpS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'alternative r&amp;b', 'hip hop', 'nc hip hop', 'neo r&amp;b', 'neo soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47ad05b34280953008fdf232916b5a74f8219f4d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Foreign Exchange</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65063</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/457">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">828379</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Solange</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd28a30af0dbb314121e507b2f3a30bd6e28daf5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2auiVi8sUZo17dLy1HwrTU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8627">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345210</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rN3Agir6FaZNfhf5V7mfN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/913f5a4ac6181f2ebde7a7a8fcaa6b7c3e363d8e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Frusciante</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3208">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156731</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JCxGVxsISZzJHJPUOtceB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'jazz fusion', 'soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90c23bdc9d89edb6e7a58f22f92149609a1d249e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tower Of Power</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7501">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c588198186a31cd130a066927586fac724e29844</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'emo punk', 'math rock', 'midwest emo', 'post-hardcore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Braid</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36gdsrHzKZ0Wyb3uH7ZbEv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19520</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5283">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CELLOS</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">614447</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Fi8CHfO8WGtu3yO8c2Mc4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'cello', 'classify']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d96489d682a7386fec3e1e175ccc7af41471b71e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7003">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'country rock', 'folk', 'folk rock', 'heartland rock', 'indie folk', 'jangle pop', 'lilith', 'mellow gold', 'new americana', 'outlaw country', 'pop rock', 'power pop', 'rock', 'roots rock', 'singer-songwriter', 'stomp and holler', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jayhawks</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c5b787d62c4458682fb8c829e91b7a5d79bcc10</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UDplVRprMbazU74Hq8OLl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64660</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4029">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65y3KN9OLgjpVvJikVBHqZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neal Hefti &amp; his Orchestra and Chorus</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">theme</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['theme']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">712</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c3de47ee12a9bcf5602b91f19b1e906f05f6be0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5598">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0h5K3aKnzIocP6MuO63TiR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0836df3a66cef20d6715f8a829c1d555b12bc20</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ecstasy, Passion &amp; Pain</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">442</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4368">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">010JjFqFcVyJmc2G56puZ2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c84877e3e93a39877116b7149df59590502958f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">General Larry Platt</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9854">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Salty Dog</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3202</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'sleaze rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/550eff112a0bcbf43e856998d89e9131cd23d5f3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hq7NuqDGwmdCZL9wbNRMv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10694">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe5cfbd0fd13b16e26640075197f7e7f713e2f94</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aOFhgNRFbz7CbjK4zLh4R</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7472</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Musical Cast Recording</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9106">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f6e8fc61c34207d865c90b1a62ad67a11475558</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38410</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ndMofuAPmTktjONZv20JL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hyphy', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yukmouth</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2692">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/018c05526898d96dc23b5f86195f63060d0d5825</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YveAIZNQZBiWbt7iWsvCa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Krokus</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123669</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock', 'swiss rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2935">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99954</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Sq7oGrYEe0BDmb13wgjOO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14d82dc5044aa3fe714a8c48c63cfc5ed0122c38</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Helen Reddy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5293">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Off The Record Karaoke</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">658</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nwMOS9spMPjD1w6AruPKl</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae0933de990b19cce9bad2854e8c3778e794a46c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7912">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a46dfe1690912e35ab7306a8470091a56d47f126</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['opera', 'operatic pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katherine Jenkins</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68261</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dkXCmyrSrQteo0gwOGzFl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">opera</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2291">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec3d271b0102992c0c29c217fd6113f4ea4700da</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57598</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vixen</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wlPkvHKZzP2K8wtBzFRyY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5309">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Point Blank</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fveB9JClzXWp9OjZux6d5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/207852bf75a2e37a6c85cc80616a4822d39adbc0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">454</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10363">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Davis, Jr.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8541f42798e1b60b3de74aceff7a50e753225225</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y06oobZrx9qa5jt5C0K6b</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1162">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f56b977f7b7c70baf61bc85e6c77410afe78433c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zTOe1BtyTkwNvYZOxXktX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">839203</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5150">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c248effd764b50f14a28e46d05c18e90ce2b79c5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2997</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timex Social Club</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C0HVpji7xDIdGbnsdUwCt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10768">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fAg4jVV9zANHej0mzaMG6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mireille Mathieu</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'operatic pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18363744986f9b541ce0cd14c12ea1d514d689e7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39306</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2433">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d8a0ad3a7c45a453523aa6d27c9590be4f35787</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oIgcNOdEHNwP8NFl9tYWs</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'new wave pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Transvision Vamp</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26246</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2820">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1388</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LeRoux</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/623dfc874e32ea5ebb87d610a9e070d6a54b8fb5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4m5AiTlgcHYAeFnLWEIZeG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1792">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve McDonald</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/525768f54311ea1dfcfae30a656a754c6f27656b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">968</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nQSjiDD7asXlRBCD1uqWA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3298">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Marvelettes</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'classic soul', 'motown', 'quiet storm', 'rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MponVSpW81oLvJZ53vYZH</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c35aa5919baa5acc3700d65087963e5c5c784b8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160597</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6610">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320051</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Witt Lowry</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ghnxpW47ojtLHHyTLdxdY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3324ad6ba4ec451022e203e9f986f55e77c215a5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7175">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Q8wgwyVVv0z4UEh1HB0KY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Isbell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203826</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk', 'folk-pop', 'indie folk', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'stomp and holler', 'texas country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10f4c6930b0908084aaef6045f9588a02ca8820f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5351">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock', 'swedish hard rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc05b988be08abae89afce4e6a4dabcc62d76308</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xPOeIDWmM9ooOw7SBknMl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Night Flight Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18007</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2077">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'big beat', 'electronic', 'hip house', 'trip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stereo MC's</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49f5ae0f844b9426d33ce79feffd6ea3fe40ab71</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1k8VBufn1nBs8LN9n4snc8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56915</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7729">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3d772966cd09e80b8e2d7298cc65ed00e31a6fd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indiecoustica', 'indy indie', 'neo mellow', 'piano rock', 'pop rock', 'viral pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6z29S0IoiBJpSMP8plyCj7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon McLaughlin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94126</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1086">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alaska indie', 'folk-pop', 'lilith', 'permanent wave', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alaska indie</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FbDoZnMBTdhhhLuJBOOqP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">357999</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f02cc6d5728ff4f86f2d9ee2b226d0d6717b7ee</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jewel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/463">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5he5w2lnU9x7JFhnwcekXX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7275117</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'complextro', 'edm', 'electro']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skrillex</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/850a7d9f00b4ab7198b2c1c8c71f4bc7227072fd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1901">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gDg7FEsF4Y1jWddJJgcn4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a6a65e1f058fdc5c906605e699d1d1a8598f58d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rembrandts</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25758</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8714">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superchick</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41477</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dcd4b052f4a803f77be6216eaafc78d9f04937a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TeuSnc3TJ2P2Vn8UOgovp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago punk', 'christian alternative rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4721">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/708a730be73478b95f1477b89ac22aa554ccdf5a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pCjrW12R9pPCTYcHG7CHv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doc Maf Ensemble</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11077">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">668qGVmYMvOeW6F0XHEB8E</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A. Manetta</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1438">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Kx7MNY7cI1ENniW7vT30N</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1932624</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c369bb5ff8d1ae22f50559c8ef0b45de1a447ae8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norah Jones</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3245">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jQ9UtYXqNfVnPkrH1Xxwi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bcfb3a1efd35b8646b4175df1a69a88e93296ed</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4516</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maxine Nightingale</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4968">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YqBYvdW7iRqeCpIh8BE56</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roberta Flack with Maxi Priest</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6164">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Best Of</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70VYJfPdFoKnM9X2Z9DNJo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/529fbad5e32f812cc02e569969b281204b0b6d1c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7147">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51Pn4gGnZuyOMDfIT1Zy3N</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267070</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Underachievers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93f1723647435b9b14f956233a27fc7b0876c3a3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'rap', 'underground hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4890">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CUKhaUkMI9j5qAEyuRfaA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2c88332bbce6d1e507fef5f1c2bacec31a6cf7d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1707</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darden Smith</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2169">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ttph0pOZiPNTD3y2wUUb6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103876</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f04253704c08e9fb0b7681bdac688bb8d0f077d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shanice</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9375">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbf3385dcf6aca1c24fde808d75b00f471020d7c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1euVCpuUA9f8hoxZDa2bWq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hollywood Soundtrack Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2443">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1271556</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77908bfafb3e866c2c6e5bce58d51466af04d42b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foreigner</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IRouO5mvvfcyxtPDKMYFN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3543">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c465d4d4c50eca0e5f3e56150de84b6889aa0d9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uvq6FeVsmhOWfJHxVNeBL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39487</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faron Young</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5932">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25150</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tCGqGQclabrpQfcHRmDtK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunfly Karaoke</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/716c6e0b35122ff01d1bcc1b61d7339f0f99a8b6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4889">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duice</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f154028d4c2a7fb418db855c50e1a49aa5cf43f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">409</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iS9F7VQjnrT4So8L7RZnj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1451">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ali</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">605</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cc353075be029d0a5d934a030779b1c7e586034</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7k5N7JJKEPUPQfK8whGITe</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5768">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country blues', 'traditional blues']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e606e3e98d5de721c078d38252f3a492d550d5f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4747</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucille Bogan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cDKW2JF97WZ5ruG9Obfdf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/146">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62566</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae4eaee9f176be01aadc0be7b54f8f50211489f6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Empress Of</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QuBVnBPEzwYvFrgBbwpmU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'art pop', 'chillwave', 'electropop', 'escape room', 'etherpop', 'indietronica', 'shiver pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10547">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'boogie-woogie', 'chicago blues', 'electric blues', 'harmonica blues', 'modern blues', 'traditional blues']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7283a7f5c1c28e21ac4765445005dd859dc97a83</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mY93oNfUaUwZq67yn3R8k</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Cotton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40786</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10861">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fannie Flagg</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WgFqEMl25p2laV6IURqNI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e52ed5038e97220a7f52ae288821490ce1d694a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/666">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fray</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zOcE3mg9nS6l3yxt1Y0bK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'neo mellow', 'piano rock', 'pop', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2586972</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ef82e06e47b33e302ca2503f3decfbf9c7f2fff</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5006">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44200</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Cassidy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0isDnZYMWbwDz7hzw0XRjt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be259200225baa517f39bd668c97600f2e0d73a4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8609">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rXMvXRnWHaSwnVvPeUUfw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Groove</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">459704</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/485c4db4c675aff6001b9507869e8c7471f4377a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop', 'funk carioca']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11403">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2937</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sister Bliss</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tc9NREea7ncB7JzqdBsj5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00b4caa6e30d03f02fbb594cf9a1619be4f43e57</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/109">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a12d8543e28d71d9f1e7f5f363c1a6c73316f9e6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kanye West</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10193667</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5K4W6rqBFWDnAN6FQUkS6x</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/117">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City Girls</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">451051</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37hAfseJWi0G3Scife12Il</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'trap queen']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b606291882c6e761da8369913ff02c48e59ebbc7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9917">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2435</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a90269b30bb607f2f0cdeac264a2b8cc02736aa0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dDZTSkKTjksBy9tfsf9ob</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Newman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/57">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40add9f66db5ff6207d3397dcdb15cc825ee6d5f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitchell Tenpenny</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'heartland rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80745</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p6CdzJRoicjRcSdWoB9Qc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1295">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3561dfd16661ac3bf544022df815811b26bdb95</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IdYRFTswLdsGwSnzOaGNF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gretchen Wilson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">427558</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7070">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NrkINd80slV25wkBu9mEB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7ea823b77e15087f813af264222d3833527b7b2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209919</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wild Nothing</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'dream pop', 'electropop', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'modern rock', 'new rave', 'noise pop', 'nu gaze', 'preverb', 'shimmer pop', 'shoegaze']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3253">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GNO2xlmnh1VmZAxkI8Mdl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howle Albert</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/227">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'toronto rap', 'trap music', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PARTYNEXTDOOR</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HPaUgqeutzr3jx5a9WyDV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1933249</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0adc1fd8ec4edd60a110b53ce3e1d2f264ac32a0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2995">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a01eb4ab84de08dd5d380ea9201c9dc8dbc6cdf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'disco', 'folk', 'folk rock', 'mellow gold', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155413</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Captain &amp; Tennille</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BEfMxbaqx6dOpbtlEqScm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9004">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77467</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Handsome Boy Modeling School</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'trip hop', 'turntablism']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81079fc73b3c2cc29694497052eabd5d9ad167ed</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pkmfqaBNsMqnXus05PNfP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/927">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d030e5670d0181cedc6f201abfe8b4c20af83ce</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'british soul', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46VWDbmWmzvPBTmkSr25gM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marsha Ambrosius</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293123</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6933">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Heads</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GkJh85o22LfD2vgL9DP6f</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'reggae rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64e6d5d9dd02e7b2b829748f7344c2d2536b56c6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">464220</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/878">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34dZRjYum6vVBGslgYaBtB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db2fd5e973e100d034267fc05ae679d27cf3df2e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vika Jigulina</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5666</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10453">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23abc0acc4732626a3cbb727ad79f56a46e19cd6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taj Mahal</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aTDTChWWyiJH3SEnYrdVp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'blues-rock', 'classic rock', 'country blues', 'folk rock', 'funk', 'harmonica blues', 'jam band', 'jazz blues', 'mellow gold', 'modern blues', 'roots rock', 'singer-songwriter', 'soul', 'traditional blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95368</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8555">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22WwE0lMmGx4AJeyUfT7rh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ba75bd6a827c98efbf99da0ee09408d04238b1f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'electropowerpop', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brokencyde</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61888</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11171">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13d00a2221b8fd3d5bd7aab61c042eb80cd6dd9a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Elgart And His Manhattan Swing Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0R6Oa8qhUXdLRFL8Hiytgn</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2503">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162801</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f3a5d166208f063be876b29d54fe4d2f6290c3f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ABC</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s79xe5F6eUQkjwjww27Fh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic uk pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4980">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OMcW97LbZ6DHdIi8Q54C7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young M.C.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/336">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TLQArskPwpPQULjjE2tsW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Lacamoire</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5175">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QrhSuPUQ0vDFWdb38YPHN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91465f03be8ab5306194aa0aee9a6f59831f4652</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3054</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alisha</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2297">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Kids On The Block</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55qiaow2sDYtjqu1mwRua6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371846</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fa2c53d1a4256b05158ab81e34cb3092846f9e6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4145">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zDQ5WAYT4WIisFPS4HxwP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RUFUS</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/421398c73da56fa3d28a95295f8c8494d2989dda</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1602">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Savage Garden</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'boy band', 'dance pop', 'europop', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3e1832c83d4dd154552dc708e24d15def248bb7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NRFinRTEqUCfaTTZmk8ek</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">548571</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6121">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BJzJBd10CEwmXWPJo0wBv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vejtables</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10063">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345885</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american contemporary classical</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philip Glass</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american contemporary classical', 'classical', 'compositional ambient', 'contemporary classical', 'drone', 'fourth world', 'minimal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d7fc584ddc462bfdabe6ac8926d47cc4336b028</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69lxxQvsfAIoQbB20bEPFC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8390">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vou19lDRSpvraFFMssghU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mario 'Harp' Lorenzi</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7639">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kutless</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17d7e7a207b9d0b86b0690f2487ff0640e3fdf5e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207541</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian rock', 'worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lLT23km6QvzYCojCXAYtX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10239">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'smooth jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6022</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dee003e8f058eb0117cdd6f476d3c0d03f90d7c5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HkwRgGXuqTufwpEh2dwGK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Klemmer</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11215">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2291</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shaka Khan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zKsvltQ1BdHBmzqsX5xtM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8107">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UEP2XBR9aC5NBKcAKnBIq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">523718</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CHEN</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'korean pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f35645aa9e625ec8ff0945ac83224079459881e4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1686">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2e73c0db6a3b6ef190c602388bcd040686177a2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">694QW15WkebjcrWgQHzRYF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everclear</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">446905</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'permanent wave', 'pop punk', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10142">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'dance-punk', 'experimental', 'experimental rock', 'funk rock', 'garage rock', 'indie rock', 'new wave', 'no wave', 'noise pop', 'noise rock', 'post-hardcore', 'post-punk', 'punk', 'uk post-punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94739</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gang Of Four</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AmWjMXXtBJOmNGpUFSOAl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/255cd2a5e005c388842553622b73d15824c32541</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10384">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz drums', 'jazz electric bass', 'jazz funk', 'jazz fusion']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz drums</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IwfuIL3gUJxjzUqY3wJ3j</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Cobham</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5382cbfc52a1d24f61f3a0306178ba4c253efc6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56775</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3856">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2X9nnux4eS3CFBDSjcnoBQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4085</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stone Poneys</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58d6db85b730c039a995bad0c38a773f23c55482</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5855">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Intrigues</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">092AotSuuUXotTqVVWpDuI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78116811259f4df4a8ec8d21097447f8b49db9cc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1987">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KHdmkq99PXA6QEJ2lKpA3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heavy D &amp; The Boyz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">189345</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0c6524b8b3632b7eab363ba22f24b6276f1a3cb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'funk', 'hardcore hip hop', 'hip hop', 'hip house', 'hip pop', 'new jack swing', 'old school hip hop', 'quiet storm', 'r&amp;b', 'rap', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2526">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Company B</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56qkRjq9qsAxK5fc7U5moa</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8412d6d8657002e91f8cfceaf8736713389c9594</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11200</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9773">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39642</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d2d765d2795806105ecbf45b11f95d7524123ca</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark wave', 'ebm', 'electro-industrial', 'industrial', 'industrial metal', 'industrial rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nitzer Ebb</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EnAgffrVyerTWH628TJ6f</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark wave</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1642">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tal Bachman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21149</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51a434b8fc410ab7e3ea0e331544591e19720200</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KEb1kbIZN5jumsjFEWgSW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8576">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Potts</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3d7d6775209658ad1641496109768720a7899cf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68klHWrqL5uWq2Qjqaz46j</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36589</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1584">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aad05d187d689ed57e190c796e152d171a695366</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">257217</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">french pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lara Fabian</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ocwZINHqO9DZJgFtc1B20</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['french pop', 'operatic pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8701">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AsPubxWM5tfW4hTZEL3aP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186605</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17bbd2564a198a047fd824bd363a1d2554884f4e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cute Is What We Aim For</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4641">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coko</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10458</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a46eef6f970d2ac58f6821ea26f9a7562b02dbd9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tdfMErqfwoDib2Pq3n2z5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3307">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Kendricks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131521</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Uuon75BhnuuxdKLYn4wHn</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/664f1a004773bd74a4ff5104818e4f383ef95a5e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5911">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe &amp; Mack</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zzmoJGCPralqOI9Ki73en</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/850">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'traditional country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rJqqRce0Kvo2dJUXoHleC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e62bc7c5b919ceb8145d0c73e8d04c7b8b066f73</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">542935</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alabama</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2822">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19xz1vcuKNjniGEftTOSSH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55305</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'hi-nrg']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6ee1b148f19beba30590bb1bb35ef293c3de40c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Weather Girls</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6280">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OSQDUNmll299ldFIF1Dau</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trans-Siberian Orchestra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo classical metal', 'progressive metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo classical metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f452855aad4b29be804a1615f61f0bf74f020b4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182500</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Nd2e6cb676c7648d080410201637f1ddd">
+    <ns3:quoteChar>"</ns3:quoteChar>
+    <ns3:delimiter>	</ns3:delimiter>
+    <ns3:encoding>utf-8</ns3:encoding>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/525">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4frHO7KPcfMjhnVdIMJ98c</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7065f2d337b84dcc54c8188e75f1fe8736d46111</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tarrus Riley</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142259</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'jawaiian', 'lovers rock', 'modern reggae', 'reggae', 'roots reggae']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4868">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P Jervier</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29tN6dpjDGnlr6QkCSOemd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7908">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45494</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Vn8Qcq6jgWN13werW7jKV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Misérables - Original London Cast</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1ac027c984ebeb266a37dd0a3c3a47617ae4a1b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8466">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/047e238e3be3054f18abde84bf95f9275100f9e0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45052</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jmxkI8Jhv8bHOd2qSiU9j</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian pop', 'canadian singer-songwriter', 'lilith', 'ontario indie', 'pop quebecois']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Serena Ryder</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/223">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fc80876e5fc35564d38313337523536f7fa0e97</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38093</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qDGDPGMIJuIvPfUGe0Ngg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['old school dancehall']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">old school dancehall</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cutty Ranks</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6998">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gregory Porter</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06nevPmNVfWUXyZkccahL8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328583</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1e0f2937a33da1420257028a9a7a6328aa0f853</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10094">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247279</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oDjh8wNW5vDHyFRrDYC4k</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3aefa32b48297494aaf78bdfca7f1106fddca7fb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loyle Carner</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4858">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RZA</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iCwCMnqsNZ6atvRiADgtn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">227277</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d43df9a493a28ae01726b6ef33e91aad52bceb4e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9719">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0aBCjuDMg4Bh7SU0ayu4ov</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mauceri</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4edb932f1a3e33f5bce71c6a3860290716924815</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/355">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4A6cd63FWHbCLqk9mtGUZZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Booboo Stewart</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9352</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/165">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kygo</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5354354</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'pop', 'tropical house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1caaca2be637b0c56bb0ede637e36a8bcca149d1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23fqKkggKUBHNkbKtXEls4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3544">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b8a18fbec955516d3ee66ce6c17553776d53d32</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34674</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Persuaders</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PhJqhvF42CZ42NUmxIKLB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6791">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbe77fc315c9d74a5b6ce8f0bbff2d2bf2b8fd75</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Japandroids</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'indie rock', 'lo-fi', 'modern alternative rock', 'modern rock', 'noise pop', 'noise rock', 'vancouver indie', 'vancouver punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WcCoPxAWFNSCvsFPrpf30</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95609</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5272">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1891fd53ecf9ebfb7b54414a2252d85d4dbb6d30</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CGAhTFyuEIVZxgjGOT4TP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sisterhood Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2642</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3863">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'motown', 'rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31284</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carla Thomas</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QAGLCom3FHTTiuRFsjzOj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa043c0acdf02c23c449e1f9659c4d8f510c283f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/826">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2797076f09ad880af0c31fb0ff51d2e92535a8a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142750</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bfX8pF8kuHNCs57Ms4jZb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roscoe Dash</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9439">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PJHDzdFoQcklrWU18QdsU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/624d5126ef2c497b1d6e80da809e8f4cee3e21b0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Carlisle</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8793</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3324">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1142c1fcfe958a3b0e3000c08840dee5ed0949b2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kraftwerk</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'dusseldorf electronic', 'electro', 'electronic', 'krautrock', 'new romantic', 'new wave', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">377077</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dmPX6ovclgOy8WWJaFEUU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11051">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CJhCtmWBiBZu2YHr2dNf0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">musica infantil</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['musica infantil']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14652</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/401c6fc39b3b74dfc2451e3b53e11d3a3f3371c9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bia &amp; Nino</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1418">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3328510</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock-and-roll</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43ZHCT0cAZBISjO8DG9PnE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Presley</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5629fbf1c4e0bc4155eca3e08a2b98065eedd305</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10727">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fEGjTgluzfT05c0gVSPW9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitteldeutsche Virtuosen</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c132c02e896326f867ce619312c658871d20607</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5396">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qnQ9FTCRBKDsUMgyuhXQ8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherie and Marie Currie</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6e04953e8baf3c8d2a7c4bb1256739f3404c909</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8038">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dxF7y4hlGFazdArMsxbEx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">punk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55437</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Ramone</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e851848cc666fefde3a282e05702823346d98236</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11067">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xnTCBD4nuKAgBrVdpeKa1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heidi Gluck</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">manitoba indie</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['manitoba indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5440">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">power pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['power pop', 'underground power pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ldQTVNiLhC5mT9kf3Ac7O</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49ec310bcaa73e3c26bf2dced60883a6e1f0209d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fotomaker</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6783">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166042</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hollyn</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74a1dca6456fec7fddf91d37db4e003326a065e1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E6Nnh7AAOVajEHHRDALav</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian hip hop', 'christian music', 'christian pop', 'worship']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5486">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Williams</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dRfiJ2650SZu6GbydcHNb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">759780</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bde64350466df4aa41efb9b8b766deef6c46fd08</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/641">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neon Trees</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RpddSzUHfncUWNJXKOsjy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb5e0e093f911055a20a38adee2a32e953c17de5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">767730</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'modern rock', 'neo mellow', 'pop', 'pop punk', 'pop rock', 'post-teen pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3459">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cal Smith</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yFnqoyp1e54tZEY4ykvNB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16252</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12aa43bc836e2cd0584d96a47259dd87607daa0f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4597">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c2b74dc9e97f56906055140e5914c7d6d1007c0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1737</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MQIo1YqabUyOjWBzRqPSA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8143">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HMsQNXUa0je3yG5REHkQ7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oh, Sleeper</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66628</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/deb60b21bde94da89233034084d1eaf923c5c415</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3946">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126515</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'british blues', 'british invasion', 'bubblegum pop', 'classic rock', 'classic uk pop', 'folk rock', 'merseybeat', 'protopunk', 'psychedelic rock', 'rock', 'rock-and-roll']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f402a6f11640da67e60e19ae7c64b472929f80ed</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spencer Davis Group</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3i9hP422d2KMjaupTzBNVS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3585">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01bfe96d19486266aee302bf76a7bcd75e5b60a5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">820</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FNz0mfVpG1Os7K407C56z</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock steady</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock steady', 'skinhead reggae']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Collins</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4755">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85f91ff313c03649025c7ee727ec027046315b8f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21135</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uNIqBDEjqAZsnadd8sSNT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peggy Scott-Adams</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul', 'southern soul blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5121">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16844cfbee7d56a54ca7274abd4b5d1d334af737</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6l0IHrGPjoSzh1Qy3w6X1X</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4263</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nylons</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7769">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72717</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madchild</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c727453ce306a649cd5d543900ce29c00eb1b74</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mOzrayQHznyyCwOcGGHOr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/94">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11a3f17d7f03d9eefacd2423c9900c74cb6f7432</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365362</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kwCkEJ384PWm0UQW3hxjS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dfw rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dfw rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yella Beezy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/977">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian latin</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1618381</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84893281888b8f84b1580f477dbcc7bbaa5a1712</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jw70GZXlAI8QzWeY2bgRc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian latin', 'canadian pop', 'dance pop', 'pop', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nelly Furtado</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11044">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28yx4Aq8882xd1AivwMZLB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3839ce1eff6117685466ef75047f60f4b49e2c60</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brad Davis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2796">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dexys Midnight Runners</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bc23758fcd44ea5545d3227b2a2dce1d71d29ae</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'dance rock', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108976</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QTVePrFu1xuGM9K0kNXkk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/54">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Wayne</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8209221</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'new orleans rap', 'pop', 'pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55Aa2cqylxrFIXC767Z865</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3254e6574f08a55daaedceebd67f2721fffb57fe</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4625">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'europop', 'girl group', 'norwegian pop', 'pop rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179421</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed0762ab4575a1203983e24d2e2190c774ae0fcb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M2M</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZzYDST6Dib7iYd8hmcLcH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1966">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Clearmountain</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iWYCIyfxwVyVae6u7qJaO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">497</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8790">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cartel Mcs</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16650</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02f05f5e9886159b7787e2cd0924c71ca6009bd4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">667OSHKP0N0wmIVCc3qGIl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5646">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Frank Wilson &amp; The Cavaliers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6997136f2bffc92e2b4dae65b38c4359cb6e07a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vw8nqsMRW93XuZpXOcOHD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1696</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8317">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c42d73464ae8eeb38c21dc32a66b8ab8239b786</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qAJ54O4V0W8SQcSz0bl1C</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'indie pop', 'indie punk', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'noise rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35914</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Thermals</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3859">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a735f3cc039cfa4499b5dd4569d93312baf123c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IZrrNonYELubLPJmqOci2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nancy Sinatra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'folk rock', 'lounge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204440</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7076">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149545</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lissie</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fd48191d6d7bab350ea48a87a5e428f4bb3e966</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3j4FHbC5zwmYGJ7r0ZgaMt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8811">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">458114</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Editors</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be320943a529d1ff060478998af86290a931a71d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6e9wIFWhBPHLE9bXK8gtBI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chamber pop', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'new rave', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6694">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'nyc pop', 'pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MisterWives</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ivCbtrcD5N4rD337xIb2z</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">324317</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8373915766338d8299cc2c049261e86d7b57ea70</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9186">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd1f3c8ff6e988bfca4a59767f1bf332c26a1d21</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3168</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fonmVretCT6oQ7woD6p4E</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Hairspray</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/234">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1388797</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pusha T</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ONHkAv9pCAFxb0zJwDNTy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9af694963c6fea22c1f1ec23771b9c39fd13c281</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2602">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WwSkZ7LtFUFjGjMZBMt6T</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2672355</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54a86ecf1de16b17e2ed000a9ca8a1590c9a3b80</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dire Straits</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7093">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90561abf388ec4019f76103620386b5770487f1f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blaze Ya Dead Homie</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AoX5cRnGojriIX6lxmP0D</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56417</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'horrorcore', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10507">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean-Pierre Rampal</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical flute</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CyKlAhkI1ztihZ5V0yx6s</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38cadcad6258de45187d9bb2ee1a7991183c40ce</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7905</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical flute']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4149">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3c8BXo73tAg7XZiNHJugZm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boots Randolph</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/224c9803f25683b584d4ff4e8bbbdd1de48246ff</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3464</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3320">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0n2Uel3CvQrmMsYLEfpO3s</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nektar</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'german rock', 'italian progressive rock', 'jazz fusion', 'krautrock', 'progressive rock', 'psychedelic rock', 'space rock', 'symphonic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae4cca803181c2f44b23c7c5b4f570331ee42d47</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21159</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/53">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Scott Trotter &amp; His Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4457aa225b7c7467b63169c69bf26aee9e6a8db</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">735L650pvygCZZlPMyHqsN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4298">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Lucca</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25JN9vPFGeYAhoaYyVGuwC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac4e3d3a1fcbdd28284a994ec866d76f65ac16d9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9822</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8722">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayman Tisdale</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3h25qUbua6H0dcBJgDPg5c</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25547</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49a5c822af7ea2f7056418691321321318e5e81f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3938">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05sRO4JdAtJGyZQOTb6kSL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam The Sham &amp; The Pharaohs</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat', 'protopunk', 'rock-and-roll', 'surf music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22118</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6262c9f12285143f8300dc91aa1f82891d5f966</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10431">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Theodore Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qYoCN6dB4KAzDzAZcRD0Y</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb13960d20d248af7a58464d0ab2716e2e42ef0d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3089">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nHI6kjpax0KHFUz32409Y</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4d10df27bd533cb295a1b1efacc64df6dd3af52</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">marching band</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">561</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ASU Sun Devil Marching Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['marching band']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/55">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243546</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swizz Beatz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cADQgiLMjNhbsfeN52Bf3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c838b1017b10a120c6f51680356b74f349aeeed</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11389">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67OKa82otrQqKDsfTDfSYA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Brown</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b37cf05b552b71814b24919f8391b4fc22b91592</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9068">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'disney', 'hollywood', 'movie tunes']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aaf98f449a8c8716b1dc68a782e8eb3ed8651515</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60069</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Menken</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sy77gt4bfsLcSQ8GIe4ZZ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6965">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic alternative', 'pixie', 'pop emo', 'post-screamo', 'slayer']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36051</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XG961Y3fzZF5k2gfpnaNt</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stitched Up Heart</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61296ef3a6c3d364bd64b5b8c1d8ac7a7dafc88c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic alternative</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9896">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'art rock', 'dance rock', 'dance-punk', 'dream pop', 'experimental', 'experimental rock', 'garage psych', 'garage rock', 'indie rock', 'industrial', 'industrial rock', 'lo-fi', 'new wave', 'no wave', 'noise pop', 'noise rock', 'post-hardcore', 'post-punk', 'power pop', 'psychedelic rock', 'punk', 'punk blues', 'singer-songwriter', 'slow core', 'uk post-punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wire</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87381</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2i8ynmFv4qgRksyDlBgi6d</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1334e2aa3f94fc15ca3422492f5041ccf6dc9e70</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6891">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Local Natives</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">430518</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1f253b8023f429dd8ce69b23d0445d6a88a6879</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75dQReiBOHN37fQgWQrIAJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'electropop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'la indie', 'modern rock', 'shimmer pop', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2228">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1062a89b55a536e9b016c1a6c14dc976ffc03b95</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10737</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Londonbeat</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gcMPgunYh4rX1UOdvZKBn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7073">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59643</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lacey Sturm</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09LCTrVGnMsGbxexUFJoap</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'pixie', 'pop emo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c580e897c43dc91ce932b9523b5fb947245aebd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8848">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13161</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lovedrug</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OvbYqRAitf0xCWRSkfF9o</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05c93bb230df19db725fdbfa48af726bbb1c4299</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5075">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">synthpop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">471</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Figures On A Beach</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6viLLEXE8t1R5wBFpCuDu2</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8b9cc3bdba9aaf1dff973014a19c92140c91bb7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['synthpop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3277">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165289</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'memphis soul', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dramatics</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/579b6c55a42d6554b74dc389c699b08b3af671c7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2W8UTum7bU7ue6m0r14H97</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3416">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18176</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c27af9e20f17099feae19874d41ded33c420e5c9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'reggae', 'rock steady', 'ska']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wwBxT2qVH327KlBJbwMEP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Frightnrs</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8034">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JZsGhTI51A9ybuQZO07wf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f60ac4d31dfc9a5482ba5248ea4d46f0d9bae293</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Marie Presley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10804</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8432">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">english indie rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['english indie rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1K1m6K2IZOcbyabxB2jXjg</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6716</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d11ad14a2db655737e42d0ced9b36d0522035319</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">One Eskimo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8098">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113058</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'modern rock', 'pop rock', 'power pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nada Surf</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77e99367cebab46ff8bbd4f37b6e8e24f26953e8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11zHPjHnZN0ACA50rSnTcy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5592">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SmjZ060s1uBMud6afmImP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sha Na Na</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20758</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/684ef0c949c6f65f8702a8540c3bcc43ff27449d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9197">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5941463ad492060324e068001a878ddab72fbfef</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fMhmL6pvw61o0C1z8Bdib</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31048</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'banjo', 'bluegrass', 'old-time', 'progressive bluegrass', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ralph Stanley</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3498">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4H8HYDQQhigu13NmJOQoUr</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e936b26bcec8a5158aa1fdc06ba393d79a5b0335</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Davis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8111">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xdAxBwqgTeQmJs5CZwC4Z</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e205198af1108b78d36275a95b7132a69a054d99</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christian Pagán</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2405</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2110">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87115</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'folk', 'folk rock', 'lilith', 'mellow gold', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qAmeOULjwn04k6jMMeDyr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaec2a45112ac43cd78e729c57fb3405e382d37c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Chapin Carpenter</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3643">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35fbdac059eae2b36f88237e107f150145d188f0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98517</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brill building pop', 'classic rock', 'country rock', 'dance rock', 'experimental', 'experimental rock', 'folk rock', 'psychedelic rock', 'rock', 'roots rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Q6OOkfssqoMSTtl11J5Uk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7962">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk metalcore']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AxeWound</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2060746f6cfd5a9b89880c5b993e44641b4829c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14161</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk metalcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KYgLYR5cMtHHzQ9gRWN2y</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3058">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2398</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Ferguson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aahGWIXwvG1fxduXjimtl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1f3453475682c49ae90559bb39b106eef622e8a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7569">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0O98jlCaPzvsoei6U5jfEL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222179</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damon Albarn</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bea4d7282971d96d28ec2224ed159001a77e05d7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9093">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Wandmacher</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1r4zOYNVTIj9iW7Cp0qzSr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/318a667bfc8bfee87d050aef7cc2019f38208dc9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2518">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a69f85e193dcd72f84ee6909fbdbbc54f88a7b8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73a6pNH4YtLNgDbPQwXveo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Wilde</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237850</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'europop', 'new romantic', 'new wave', 'new wave pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9776">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Whitley</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/973afe055e89c9fa2c13bf153185f7473e2c3b80</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bc7dhY6YXL35m1G0jVwuW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188734</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1342">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abe68f6eb6a5c3bba28ed22397617efcf7058c70</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gemstar</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5510</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WooWF4HvIcgW0BDA2VBPN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8372">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mario 'Harp’ Lorenzi Rhythmics</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vq826y1G0mboB5SxBrnjK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1935">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3ab7d05f1f1e375cb27cacd01f94628f234761a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'turntablism']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grand Puba</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IjhOxJSTPh15KgFTSZ68K</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64555</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11250">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RhtCZwvwqvZjzfgfq6Rvx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny With Dr. John Winter</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7417">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american shoegaze</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2306cc783bd1a1e5f7c97326ec9bbf443a113982</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27543</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tnjjbgszXYa8BbyTzwM0w</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whirr</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american shoegaze', 'dream pop', 'dreamgaze', 'indie dream pop', 'indie punk', 'indie shoegaze', 'noise pop', 'nu gaze', 'shoegaze']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/258">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2367850e78d632cd6db3391fc1e66df0139b9ef4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">destroy techno</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['destroy techno']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273823</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hteYQFiMFbJY7wS0xDymP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gesaffelstein</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1722">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191509</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'reggae fusion', 'roots reggae']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5os0Ltvz8Q8BvXOPOd1frx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Inner Circle</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da778027253af2232c86f8e0a56ea15388995386</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11092">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Humphrey</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2h2FqvvwcvOp54SHprpSPO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11359">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Krwyhy4UqmQbOtYaZTiiW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ec01aa42a4e026daaeae71c04f949488863d871</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Street People</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7432">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plan B</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">989793</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jSGzJw0ebJLu7OLVSOcBP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb21793908d1eabe0fba02659bdff4e4a4b3724a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/599">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MAGIC!</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'reggae fusion']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DxeaLnv6SyYk2DOqkLO8c</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c937bc84a8929a1844af2d4f7e41c3b800bb597</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1045580</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9489">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bvzW28MI89yFg4k5NTkR3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6e855818933a88352957c3fddb28c5ecf866e65</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RBL Posse</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56663</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6048">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EDmNcX1KekoIAq1RUYK4F</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herbie Mann with Tamiko Jones</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2682693951d179e22ca7e8b00e53a90b21ef0ab</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7338">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HJIB8sYPyxrFGuwvKXSLR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TV On The Radio</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'brooklyn indie', 'chamber pop', 'dance-punk', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'noise pop', 'stomp and holler']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b13e733ea4dad41a53bf1b4eedb8ba6ca8d3dc84</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382723</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7529">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'chamber psych', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'melancholia', 'modern rock', 'new americana', 'new jersey indie', 'singer-songwriter', 'slow core', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wJ4vsxWd7df7dRU4KcoDe</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sharon Van Etten</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245268</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4c5aae597c949e7defe51bc764a8fb43ef4238d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8948">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">388881</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88d6ee93d0c83311da123103df0ac24f36207398</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-division</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HfuyMMy295oBvbIuXr0v8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GENERATIONS from EXILE TRIBE</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-division', 'j-pop', 'j-pop boy group']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3423">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58397</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cb6ff32e1fba0126e3051010e6e9be64539f2f1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Price</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sAg1HZePcFfhrs0G8A8OP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6213">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Wood</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UXGUMu5d2AJ2oYoARGpST</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8619bc1e4d9f8d3cc486fbf4915a75dea57826e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/207">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78OAtwN3XpjMcjibnF2Kw5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lee Murphy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b578b96125b6d34842ec91896c9d53511bd931c7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121853</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'modern country rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8763">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eDpQV93UILljVxohKoLUs</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brooklyn Tabernacle Choir</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0832da56d154fea19ccde9307c7e080aac0978a7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38525</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8900">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ddee75ae5365cadf1aecd40f963eb9123dbffd8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9654</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kMjXBfqp2w86Lzexf1AAO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Showbread</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian punk', 'christian rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8629">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QNeV0eXW8W8SVXeALkOpB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/546aca1686dcb8a5982cbc79ec4544b7d44a5916</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fireman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6827</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4419">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/578dc613b59a10bf2d8b2a7520611fe8838155e2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melissa Lawson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GaAodoP6zqw8FFZ6jHPZr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4550">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6181c81546e4caeb7173a70bdb7796952ffc3ac</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benzino</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4382</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kL2OPLMiNMXhojqQSNkUQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2309">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Electric Boys</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'funk rock', 'glam metal', 'hard rock', 'modern hard rock', 'sleaze rock', 'swedish hard rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed2a0dab5a34f422827fd42bd390ba31859d05ec</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8150</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zRRk9Oe6owoIi3cY5yWk4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10365">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norma Jean Martine</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fsk4VlJdNF6G8cCMDrrzB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bafc579f8582e3d65eb35e31f1891901aa76749</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4814</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7146">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'deep underground hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop', 'west coast trap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206536</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/447f35b945f476df6f793429fe50cfff8ce157a7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey Veggies</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uFc6StTmJBvdHPZFDkdJy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7740">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc8b1511db745afca2bddc48cc775224244290ef</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Volcano Choir</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'eau claire indie', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'stomp and holler', 'wisconsin indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105816</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gAtOqhriLzOzb3Qqmg5kO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9462">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BG9cpTxZQzQChcsp7ss9a</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'g funk', 'gangster rap', 'latin hip hop', 'west coast rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119697</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Capone-E</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34c8b0f543325614f98257b1806e3b482d2937c1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1715">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3APma4r8eWkC8R0ZH0wIoy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'euro hi-nrg', 'vocal house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">459</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hannah Jones</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a8f85f684caa6e13e6e6b721b60752235313518</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8055">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edb148dbc8065bc45346d2b2864fc06c6414af41</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'jangle pop', 'power pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brendan Benson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17722</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ij97fuR3unjlboQfIYs31</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6809">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cR4rhS2hBWqI7rJEBacvN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leslie Odom Jr.</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes', 'vocal jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fc45e5eeb7b99bf59b39b37dae24dc6358dc678</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106129</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8595">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bernie Williams</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12f404f84f70842bc9575282f24bbe87c2e14daa</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3usg1Dxx2KFycc9stTTw6C</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1337</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10259">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">438</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59SA9GKcuQmIObn5yzwlfC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon Russell &amp; New Grass Revival</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b27d643fdb3a135b300835d0035355260e64c99f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2941">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165461</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Strumbellas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ujr1NkqbZpYOhquczUUfl</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7ff2acebe8c4f8d5c213f0baea96a8ab27c3af4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian folk', 'canadian indie', 'modern rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10948">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6umNMJq7B8UdOVmwPV6PRL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'canzone napoletana', 'classical tenor', 'easy listening', 'opera', 'operatic pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c44c29f91662802c4d0965ce6c7f44315bba2d1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20560</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mario Lanza</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9463">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TQwXfupr6fAEV5AgNqIO5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Lennertz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4333</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c61ffaa23c5c24ba7b4503f7722ddccd5abd658</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10155">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'synthpop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r2lG8Ui6vGHAgsKlE8Hd8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7321</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e3847997b96a58181087edc22c45b829cf0df49</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Shelley</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9484">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15656</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dHjpeh9OKBf1Jfg8dmO1T</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Denis Leary</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f34b73d35d7bbbbaaedec37b24cd8501363c41f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9599">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3drEaBmm4UexsiDfz5AzXV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RBX</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14454</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a187d51a0c8a433421373e46c7d29a5e7e716d0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6841">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a21c2a74396a24e8d5d7f1d78d3126c0b5216ee</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l9d7B8W0IHy3LqWsxP2SH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phantogram</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">503812</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'dream pop', 'electropop', 'indie pop', 'indie rock', 'indietronica', 'metropopolis', 'modern rock', 'new rave', 'shimmer pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1365">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BIQA9vRkqXEnA2twmq7mU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d45540168bdcb4c73a6d54cd3c5e62898f67a4f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33762</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mario Winans</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/233">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1041243</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90b7a080e75d6fd8fafb3ad0a1f660dcbfae2acc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moby</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'electronic']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OsRAKCvk37zwYcnzRf5XF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1960">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7162</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wuHLh6AEK7selBuj38cRz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edef9217bf1af2b397c0b5e73a53b3b388b5656a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andru Donalds</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1757">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Born Jamericans</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b80a1589315e678e751dc63fe30a37597286fcc9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14371</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lj2zDdfzBz8pCzfRx9WYu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9670">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'boston rock', 'lilith', 'melancholia', 'rhode island indie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZWUhhSv3IahZyW5keNSxK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc8bc44764bf6b72650744ec3fac39725c053bed</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17133</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristin Hersh</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2877">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lasley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RHq2C33SNJds19uWNdlMH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7851">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Youngblood Hawke</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VXZCpbkwm0W0aPjQR1t4K</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127438</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d09c00c9bcfd0d5d3f9a7b9638bb6622ebd776e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'la indie', 'modern rock', 'shimmer pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9395">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Magic</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RszwcBlHzry6slQ9LRcSw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29b0df7e79815a1daa63dbf8b6f38f915e016397</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50425</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10972">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3643</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Smothers Brothers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ugjlc51azqrMoBLLbOnIg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b58386e1525566063bf7e7fa208357afc4f4ce39</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7084">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'regional mexican']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bPiOPI4V99cepEftvBYak</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Banda Los Recoditos</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54d54d16c6f1b37b2b74232c73c01b06b27de38f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1987026</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9996">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35377</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grim Reaper</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CSQtK60sg2jNNxnpThSN1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock', 'metal', 'neo-trad metal', 'nwobhm', 'nwothm', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3079e0ca518bf33c5ca512c7ff31c9b2bd9bb3cc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8226">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26opZSJcXshCmCwxgZQmBc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whiskey Myers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171068</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76b73635f93036dfd7946b4785de00d1da51a68c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'outlaw country', 'red dirt', 'texas country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3634">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Traffic</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245581</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CD77o9fbdyQFrHnUPUEsF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/953ca838d7333d62bf48d9af45e85b441f53c22e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'country rock', 'electric blues', 'folk', 'folk rock', 'hard rock', 'jam band', 'mellow gold', 'progressive rock', 'psychedelic rock', 'rock', 'roots rock', 'soft rock', 'symphonic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9017">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60dce21715a5902bdbfee8e5c987f26711a7387a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soca']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GaBsp1ICIp1e6udgE7fba</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soca</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Lyttle</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51501</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4623">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64b07137aeba7373cc7241de72af64effd4481fe</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">980</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6F0ZVOJymgjutBNRws94qa</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clay Davidson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/922">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paula Fernandes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">581673</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nca3OA1kKCpP6aPJcBL92</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sertanejo', 'sertanejo universitario']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83a449aa447d6b38b201753e04dd8a98e899bca7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sertanejo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10032">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f09c18858ffc997a5c8bc371ab0bd9fbdee6996c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hüsker Dü</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112624</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'dance rock', 'experimental rock', 'garage rock', 'gbvfi', 'hardcore punk', 'indie rock', 'jangle pop', 'lo-fi', 'math rock', 'new wave', 'noise pop', 'noise rock', 'post-hardcore', 'post-punk', 'power pop', 'punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16bN8mhtDFdegWbg0z3s10</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7613">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'experimental', 'experimental rock', 'freak folk', 'garage psych', 'new rave', 'noise pop', 'noise rock', 'nu gaze', 'post-punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liars</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a0cdf13555d911c0f21c375de0d665ac0574258</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2z78AlkdwE2Ghj9EB50M6z</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55618</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6075">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1118</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fGPj0sGEcZACQTUVbz3NY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave "Baby" Cortez</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz organ</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ed1135b3233a9c0af909b53ad34e482fe482e0a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz organ']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8774">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Graham Colton</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cab8abedc671f0731dbe7a7bdffe6ee8e7c4eef</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bCmhyXqTr9ZNGlHNYNTFA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18775</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'indiecoustica', 'neo mellow', 'okc indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2473">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lee Roth</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'neo classical metal', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">265425</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KyCXNSa7ZMb5LydfKbLG3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03687c399b7f43ffd04758ed82047af5b1df8673</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5936">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Greene</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yVKWobbjJxDqfymHEf001</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3902">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97b89613c2ada57d66abbcdf4a9a72bdfb007bd2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TBg6CCsmr6vhkk323TBDN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Critters</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2950</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6494">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago drill</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G Herbo</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">690590</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QdEbQJ3ylBnc3gsIASAT5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago drill', 'chicago rap', 'drill', 'rap', 'southern hip hop', 'trap music', 'vapor trap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da866b372fbc825faa479d8bdf471c23f4a6a0f8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4932">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Around The Way</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45T0U1JSiGImIHfPVr0ZsU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a900e603cc7f6bcb6e99c846be1d3466b649b8f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">300</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4233">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coverchill</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162Iw1wl4VRGrKJNJL62H1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd95619e3ba14d7f6d646bdf7f07c15d10741003</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saxtribution</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coverchill', 'smooth saxophone', 'tribute']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7982</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7581">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">409227</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39e4eb3250dd94f03adef78483c9b9997ab9cbb3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roberto Tapia</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TZXFnFYNzRTDrNFoH8YC0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'deep regional mexican', 'grupera', 'norteno', 'regional mexican', 'regional mexican pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8719">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prima J</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58054</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RZtJt5A0kG2tyPCcOWlLh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c47a3a21993803913dc49588d6a8e7c18363da2c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10023">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['korean pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FRUZvZNPzM3YJMABJxf2K</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/799c38dc7d77ea9e5614d2c30892a9b16c354b81</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">korean pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78941</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WENDY</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3013">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62a52f30acabc360e338fbada3ee7b9dd799a8c7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40oYPr305MsT2lsiXr9fX9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Boomtown Rats</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64779</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'pub rock', 'punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7157">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard glam</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hollywood Vampires</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard glam']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3k4YA0uPsWc2PuOQlJNpdH</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa4e5faac66d745545b17b01580c49b0060c9f75</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72126</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2383">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59b3969ad1f59a62061726e5c6b4a112ff7c1daf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mica Paris</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ooehj86xYi05XJoVNxJGO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12073</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10258">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kf4d3tN0MZGpEP6BacY8j</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plasmatics</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">punk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25e4990e14cc98b75df00d10e5a425be07ceb20a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12221</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6712">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Davies</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32456901a438572ab02e14cb794039789ea95d39</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'folk rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6spXkXEP6teMn2cu9sWbBR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22792</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8137">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93940</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94878d8661c2f9dec80adeda87702d52838ef2e2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allstar Weekend</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67tSTaaEena434STFKeMJJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7910">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Knight Moods</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kInMkNCgeSeMlOqqqxyvG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62c7bf610665c4b9c90d0e4efcda2e1841c69fc8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3112">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186739</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db1b8d2a6b37fe42570e93ac3a9a4b6c47cfd60f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JaAGmSTpJK35DqWrDUzBz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'classic uk pop', 'glam rock', 'hard rock', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweet</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10213">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian rock', 'mpb', 'pop nacional']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1040735</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5670c702d4be3fc2f2ec656f5f355cd451b4d39d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lulu Santos</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0A1oy7PC7fdzURgaLaWkL1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4901">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7e8d1d284228598e78c3581026951e2b368ea1b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16100</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Men At Large</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4K8Nvr77A24iIMyjYWSde3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1919">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58543</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scatman John</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca53824cb4492d76678d972cfb8ff3f88318834e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4omQQTNN7ILiMsSB2k9eqX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2038">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3e5e99ca4afead14f53f5360c2079b66946b449</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17008</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NfJ6VPVz0lf3jWy5F1N7g</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tag Team</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7119">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286212</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68EB3QvNdVLkC7SAgDbHIR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd3d7aafbd892bfebf47776580ba8c5ed91bf49e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marianas Trench</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian rock', 'emo', 'neon pop punk', 'pixie', 'pop punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10281">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CmXhyslohOFRJMtPpRm4O</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09215bb36c77eacae7e975367f7f0ec5fd43596e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232438</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron Pope</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'piano rock', 'pop rock', 'viral pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10756">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62JorFOkIjXHHU7GMT9r77</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2727</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod McKuen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0136aad2ebf900fcd5ddb258a6cbb35d60aed844</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4531">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Kelley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bb9af07aad4119b171319d6a584afb9349d2f3c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yLlQimDTRrACa45u50LXW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24644</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4200">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4997</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37Qsf5KCKljH7mL134xp4k</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saudi</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2477de9de4e26af6a0a62cc8a404ebc98e309440</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5039">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LQeBFIfD4C22RJVVjQ6S7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94235</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'hi-nrg', 'new romantic', 'new wave', 'new wave pop', 'scottish new wave', 'synthpop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Somerville</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69b17071927b94ae2d657807e530ee228abaa76a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9955">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3767</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zTX97VUDflM7PnIGjg1u8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jawaiian']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9546907645c5014da8970cae1f4262244b44c574</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jawaiian</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baba B</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6499">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'indie folk', 'indie pop', 'indie punk', 'indie rock', 'lo-fi', 'modern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196494</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Car Seat Headrest</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d5260217ff854edb23ebf1f03e88475b9aa0870</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PbpKlxQE0Ktl5lcNABoFf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7078">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6347355</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2C6i0I5RiGzDKN9IAF8reh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Banda Sinaloense MS de Sergio Lizárraga</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49a95a6b865dd3c9e8795d53000ca0276e7de4cc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11133">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">682</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63WTdWvRSWYMrDEKt2ycME</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shockwave-Sound</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ec8bf38f88db9d9266a51260ae386897ee0ee4d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6692">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jóhann Jóhannsson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'compositional ambient', 'focus', 'icelandic classical', 'nordic soundtrack', 'soundtrack']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122576</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IpQziA6YwD53PQ5xbwgLF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d77c93e37174dcc8740fcfd9961cb9623aecfe1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5267">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24bc652a9c6df44d5f4c02034118a9b1fe04265f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4388</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MTyRJuQSGVdZQNUI4xRiR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sylvia</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/980">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">481VlDdXZAIRxnHyywNbXn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81897</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/145b7b08e7f1de22d033e957c0888a5f9e0c99e6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leighton Meester</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6086">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Peek</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72f810db582769351a750b3849a783eb089372af</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sApeD3m6bde6Ay7zrQJQ3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1868">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">614</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ernie Isley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zgBwOoVIZBiNd3wIrKnhS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c4fef95bea8f6640730eb53ee1f48a5fac4b14b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1599">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Pun</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">527486</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e27a6ecc55e623ef4bf695397782d40e15fd573</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Xu7q46Hf02xOoEIm4E1Qs</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6957">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I See Stars</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iCJOi5YKh247eutgCyLFe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268182</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59af72417017985e1830cdce04a0717403325274</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'neon pop punk', 'nintendocore', 'post-screamo', 'screamo', 'trancecore']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7809">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2238ad0e1ec0863ecd32a823e633ca317ff8cdec</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kirk Whalum</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz saxophone', 'smooth jazz', 'smooth saxophone']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44516</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz saxophone</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v2VjBVPcGVbBqJrUWYiG1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10776">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">moog</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SXzjU1EFYDV5J5DZbN1H3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bddec52cd73c7f82644dadeebdb15c80c687b16e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Electronic Concept Orchestra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['moog']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1262">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107461</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zz5UxfKSSqc6hpa3xJPCw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7842c123600abe4fc15e1eace686621dfa614995</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J-Kwon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8246">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'metropopolis']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oh Land</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146382</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46CuxapoPjUfIOiXdNq7qM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e972ee83fca2c24460a8f1b04efec7e44c9fd1e3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3821">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1221</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eternity's Children</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55WCM9xjaVzZYf6o4lUrwH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c463335d6a11d81db0d1b457b292ca3c6b196e66</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11382">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7940</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aba3bbd453997735388389d6c153a4631ba71af0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eb7QPyORtTxhMiLBo3YWK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Outhere Brothers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2750">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient folk', 'anti-folk', 'art pop', 'art rock', 'chamber pop', 'country rock', 'folk', 'folk rock', 'folk-pop', 'freak folk', 'indie folk', 'native american', 'new weird america', 'singer-songwriter', 'slow core', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48105</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient folk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5O5V29YvM6AzAQ0rNt59fy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2637fd1930f8f5abf0e1e2921fc3bd4c6f2b75a2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karen Dalton</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9975">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Into the Woods</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e865eb92a39eb38803d11607be3692f82ed7a3f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2131</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mhipi6hB5gPpMW9vDGtyn</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9358">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">F.A.T.E.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G38rIQnXqvSmibtPNdFwV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/244ba6141a94e918a71dc3e2088bfab0095cbfb7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack smooth</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack smooth']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6451">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WMo39FU3nrpSz3qMgRKug</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Stone Cherry</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/098f0dd9b33a2fd594ce80d7de35faef63a1dab6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307184</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11110">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44756</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hHDN8REbPLpv46ROortOM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'lovers rock', 'old school dancehall', 'reggae fusion', 'roots reggae']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebc7a7cbe13a2b07070141dc3e8abce908b01ce2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Super Cat</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10398">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steeleye Span</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OrrjMGltjy6ojX6034f8u</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c5c4162b98445cec7b18fd838fe9091bf3d0e4e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26883</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'celtic', 'celtic rock', 'classic uk pop', 'folk', 'folk rock', 'traditional british folk', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2695">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b19bd578c4e26067bc12447f4ab70322bfb739ef</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mtume</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98973</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'electro', 'funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bHSSREflcAADAyCMlmxmh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8308">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beverly Crawford</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/218d2f6b2f4b96b534078a47baedc98a69db379e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68qvLA55vYTJrGUvVHOb4M</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24718</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6811">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/284cfd24a59259c419621b5ecfc52da79f44b690</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10718</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lzI1n7isejxFyXsmO17si</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G-Mo Skee</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2921">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Dolce</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38848a6384752f647c9f232474e6821809256b7c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1292</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wUEfafmKVXlwEiz9RdPFc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3942">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3792</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba73e4dc75576f9000a62b208671ab0e872e5cec</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freakbeat</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freakbeat', 'psychedelic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79yziupbWWcD49xCvek9Uf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sopwith Camel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11198">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R. Dupree</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45QEsMIhnAZojzQuhrqZCx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11322">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Victor Millrose</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FQQGPlhzuAh6KOIyxDVQU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10475">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swedish Red Elephant</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fT9phXpEYVm2zB0QzGqDJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">456</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d54f9e2aeeacf8c29a412babdf9722f3d3657bb4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swedish tropical house</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swedish tropical house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11480">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">771</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hip Hop Hitmakers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pRVH1LndRDUbOHUsWf8Lv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ac39be0dfbadbfc37299a2846062e86a99fab2d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5633">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mZT64pztyifYahkPx6KMK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf013779b62ad7829cc724a84ef12027eb554713</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2325</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maggie Bell</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2091">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">the Greensboro College All-Stars</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UN04DItM4QvjQtSMeYTjd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6927">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186958</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hezekiah Walker</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b1f0c25e1606d5c1acbd581d529656c8d431665</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pXt4sMs2oRnt528LTYgyd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5977">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cc66beba994969ac35db9625bbd1f019a1452b3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bcKtHlKBhkEXB1cVY5Ull</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noel Harrison</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1594</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3302">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112QjqKDa4MQbs0FhOAgNk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sharon Paige</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba59a7f71ac6f66038ddaa59e8e5b42d563bce97</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9102">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2317913e862b7bf34fbcc5b907ff5f3eb55a93b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zane</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25ktaHYGJADkZKne81IUkx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3337">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UpuH5U4nZ3UGGUJi0Zfbp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8128a8fc52288607eb2e4667a4c172432b3e03e1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53201</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Swede</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4719">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cannibus</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">525</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Pu35Fye4uT4MwwDz7M3lr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10774">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3v2WmDCNKgJMUFX4ch8M12</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f85e108cfcc8f27e07eb16cd3cdf312bb1719d3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['space age pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julius Wechter</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">space age pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8129">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9121</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kfXeO854BtcQr4Rjdxopq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/002932d669fbf0caf097dce93c46998e87d1c8e4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'western mass indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Kellogg and The Sixers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8758">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tift Merritt</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jL1PBvL0gBZBPk6B38p3z</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b02f66f068f65be991a507fc44908a6fccbdaaa</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'ectofolk', 'folk', 'folk-pop', 'lilith', 'new americana', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23113</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1968">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/036f67c9cc67d4a3b1d7c47129523e1a5c72e608</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Group Home</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'turntablism']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48elQHSJ3DmffHQpf89jxX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45963</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/139">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Nrfpe0tUJi4K4DXYWgMUX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BTS</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13001716</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'k-pop boy group']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c9057cb30520f9f883a220051260fc66a2f3ffa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4373">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7ae970febf0e9bc7dc147cbcd6900c6717527f8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dream Club</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hfXtbfiVIJI8tGbWUFeMy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3205">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KzAnKswHOUCX8xiEudD7K</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Henderson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31dd654094adb7f3f9940260e312f4679bd10d8e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24118</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9735">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mudhoney</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LuYiSXiWs86rwWJjEEgB9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'garage rock', 'grunge', 'noise rock', 'post-grunge', 'punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c1857b80a12ed9eaddf024c823d533c4092a93b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123455</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2356">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4855</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saraya</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1099a2a1b59064a039e503c05f11a0ee9b082d53</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ruACf0oMHNYWImFGj10c6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1734">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2451</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheek</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bbN8BIF8Ys24597Zajine</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9336">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">industrial metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['industrial metal', 'industrial rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48dSb4OvI8hAPpHqBBYyig</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0055cb11680d04cdaea46c7fbdc41df5740633d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vast</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39512</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10801">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee7931d18c738f03ec83b6dc5ad0641e48cd43a6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10358</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mhwtKvBm1ncoOrUtnQUgk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'early music', 'english renaissance', 'renaissance']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Dowland</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5207">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5O6dfdQv3wRix2wh7s2tj9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c9f0314b4b379047c7bf373e5cc89ab25ad1b65</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Satellite</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2000">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian rock', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1210ab39e478b28f71853f925940120227261f2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139605</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YEGETLT2p8k97LIo3deHL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crash Test Dummies</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3720">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spiral Starecase</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2L0rKeh177ttxZoNvefdbX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">518</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2022">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 In A Room</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2029eJThczywCgnjE33s33</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7ab4aeea5ba2a921a5b776d7b0514ad004a62cf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1357</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'vogue']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10381">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Münich Machine</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/054682c95877db664b1c005f5533b411ba8f4fbd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1397</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4W3xWAwohBrT7oe1j7Xq5r</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2407">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love &amp; Money</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5634</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scottish new wave</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rWZGN2Zuv77euApjvZgkI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scottish new wave']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e1e6388839dfe351e5d4570ca0b911b7b632443</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8492">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian alternative rock', 'christian music', 'christian rock', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pillar</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107719</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Tkg8omOIsTL617yXVt26e</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0aeca6637b421de89cfc50e14bcd17e67b374340</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11229">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24850</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8617116b70f6a9aa0edbefc1bddfff310627671e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GbrJTB56Xs4XQGlmVbaCf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Savage</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian disco', 'nz hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3925">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79morm50T71u4BvK8yAe2j</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/109decdc61e37b4e7c7d8d39a36a8a331eda3802</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don &amp; The Goodtimes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2975">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lipps Inc.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a7f630ec5968db8ed465ac66a092c39c3bee84b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37000</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lwRI7lvmlRY5DiA5Xa6wQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'minneapolis sound']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3419">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Looking Glass</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18216407835383852eb52af362eba25b9a4aed38</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock', 'sunshine pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30979</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jJN1nmKXzRjodMl1THQeI</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/97">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'atl trap', 'gangster rap', 'pop', 'pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4309665</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Thug</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10ea494021e8341a2b5a8fcc8cd3b9a000cbc878</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50co4Is1HCEo8bhOyUWKpn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5731">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zsUy4JbxEb4oNdBfrfB3V</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ac1d1f2c66e5a93e8cb65fa4af450262063bc6b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">765</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3199">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6z0Wyt46eCn7TbKlXt1HPq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5200f713da4688ebd4869065b0979e114418f7d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10567">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rafael Eimut</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/728b36d33b47ee169e0c7def031c193f2ef892f1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cIYPvUNmQioaSPIXnXG4J</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/756">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bf4c3c955399c4c45cd0677a860a42f39b6a508</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'canadian pop', 'lounge', 'neo mellow', 'pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GxkXlMwML1oSg5eLPiAz3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3288886</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Bublé</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6685">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e901011f4857ee79cf158afc58fc05e33edf3ad7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bleachers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eam0iDomRHGBypaDQLwWI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">322622</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3304">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Carlton</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4df69effc0075a846ffafaa2670735275407636</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60299</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aRi9OzdA2ciputfuguaPK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'jazz guitar', 'smooth jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8069">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3B2zav2zeToujHfMTa7ZB0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-post-hardcore', 'post-screamo', 'screamo', 'trancecore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0f4e8cd14f992e6e9ddf961ac273eece8c2b5fb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Make Me Famous</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26173</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-post-hardcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4649">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116314</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d2ad92090fd128b6765848dda3984b0cda03880</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ryyCNxkhfBSXHx4k2lo3T</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jesse Powell</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9811">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xcUqNAHTLVnHeK0YLA9IO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sofia Gubaidulina</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5168</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3eca1c913f736b5b2a0583311789a7a37f399059</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde', 'contemporary classical', 'russian contemporary classical']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6513">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1142d182b872ea0a4a8088881de6d4a2258d3f78</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58XGUNsRNu3cVOIOYk5chx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ty Segall</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200602</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'bay area indie', 'blues-rock', 'freak folk', 'garage pop', 'garage psych', 'garage rock', 'indie garage rock', 'indie rock', 'lo-fi', 'modern rock', 'neo-psychedelic', 'noise pop', 'noise rock', 'nu gaze', 'preverb']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2632">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4245</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/807aed6d7b9d7fafa502f57d44e9fea1b7a6a6c1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VQ7baxc9Okx2YuRnpKMMR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raydio</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10348">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TKO</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30yNK6ul4uCxHnK36GD1fg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian trap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18517</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian trap', 'australian underground hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ff72567c5d62000a3949bf0c9e4ca8400382468</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8249">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yBDILLJyNFAjFpECkk7ys</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125875</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'garage rock', 'indie rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beady Eye</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fe71332cf574cb43041476407a4df7bdcfae50a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11082">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0usoVnQ13aftghwQmZEcvd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'show tunes']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teal Wicks</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7759ed0e7fab57f2c40382ba3a164068d9fa50e3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9541">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rosemary Clooney</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69320</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'easy listening', 'lounge', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NkyXWGxE3WTFixDSJ39PK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5974256cb22557291dcc9c71640bcd47a8c879d8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10607">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brownie McGhee</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7539</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'country blues', 'piedmont blues', 'traditional blues']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6375384268712551a1f1ccff459f144ba3a02bd1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qXzj7WzBV3kwy1yEV1RcC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11166">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Original Caste</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YF9R3YmOHqZ4yK29iKKgl</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ba76b174fa9418c7a45a1ca017141313b288882</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">444</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3503">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19954</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/272fe3b5c2204d07e0675ea235295933de73c8b9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NX29TmuYrENlpvz6IgYMJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Newton</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4827">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hPtBDbhHN7vKxcQhC6mvj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Intonation Featuring Joee</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/708">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">463258</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Rf4X6m0oayCJhaJ5K63GQ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nathan Sykes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7bce56c56b699d45a89dcba196e7f2946eaaf2a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7048">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5174baa9495b22888a7486d657c279855047d80</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WrqUPWlHN5FXCRcQgrkas</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111706</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucius</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3688">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48924</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lzlUccNrekC1oFPCjNIOX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'easy listening', 'lounge', 'vocal harmony group']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lettermen</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c4354077bf1d65a8394cb03d2ed97af27bf6917</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/238">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efa0b73c2cdaf40b1767b4b1e1254b1cfc5b51db</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3975361</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Logic</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'dmv rap', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xRYI6VqpkE3UwrDrAZL8L</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8006">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noriyasu Agematsu</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18O9Ej2gz5RofGqqMgFSOc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c079ef1cabe8c140689a15a78e0e7e2269b57f8f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3110">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heatwave</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6D7h7R79IZjqJC2GM2wzyY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193304</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d927e8dfe268fcfd1d5ca5df5b1b3cc5333be202</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk', 'classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9193">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3864</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nature</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/127a1457ed92f63c945a45708b4b1001138acdac</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hOMsNrEKV7FzQpypeZGf5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8217">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KeUHRKEYWc5cFO5V032sb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6135</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4872c687e71b4958ae6e707eac044a186635743a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestra']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seattle Symphony Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2156">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12bf749650a37e56df392f3eee23c8e1b2058eb5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glenn Frey</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'heartland rock', 'mellow gold', 'new wave pop', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228555</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vMWY1bUrmYoSoEWLiQWOZ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/475">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be5ce76b68c91d08db316c500cfde0878e4f6341</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">723639</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruth B.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WzaAvm2bBCf4pEhyuDgCY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3224">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85889b4eca7e1158430b00889dc88d4715941ab5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">384074</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bachman-Turner Overdrive</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic canadian rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q4AzEtCoYJyXjMMoEkSU5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10022">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zgXOMvAkGeH4zr8jALhwB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8568</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ceb1341e6d95567e7b08a515210b4e58d014fcc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'miami bass']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M.C. Shy-D</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8460">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283695</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7a1396741154b787911a8c6c9ba21a6f5b55a5f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rAv1GhTQ2rmG94p9lU3rB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julian Casablancas</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10569">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Airto Moreira</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3poGT6mQeOlXOdJwvXz5T1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8101</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/753e5e0cb462a1ac098b439c3608bb1ad03564d7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4614">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FEjJNQ7lc82SqjLbfChnG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Yeun</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3079">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gonzales</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ddc664b61074c2163e32ee96c8425049b561a41</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IqR0DUl2DV7Zz4CjjRGsC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8401">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yAjgPqGeURdgCHPzuDeYi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Knapp</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20542</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f13831bc613f718f7a7e171c10c38f324b85b52</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7961">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211647</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slaughterhouse</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8270cc4ec8fe7169c2080ca1916449797e0bfd09</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rVbcJv0JRfhWLA3mgM73r</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2890">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Uw88LgaxdanDItfR0JyJ8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d31a03e8531fbb06a33bce0922f631d029d0d476</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greg Lake</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19256</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'progressive rock', 'symphonic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3213">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Osmonds</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38518</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fU6lODhpw3GEGGJuaDprR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8063b6152e6abc668b4553c95b2ff950f202d362</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10133">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cca9d6a5b37dbe9eec38d48cef9686dbdec13af</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2661</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christine</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tPdlblQ1h11Cd4FycbZkQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1272">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kid Slim</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yCSZNIAKQFU76UWGU1miJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3975">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1X4tDR0wndINC88fsjbeUu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'surf music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Davie Allan &amp; The Arrows</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58dac503bd8ae72a2d73d4c7221c7f589e858198</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">871</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1443">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52karaTYZPcUZRPr3zy3X4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47785</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Def Squad</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04f4cfc0a461afab7d6aebdcf2accc8536147469</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/433">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19Fi1Rj7kk8kyiwxpXy3yM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">August Alsina</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1754858</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14b140c8fe1bf87474ed2bd4bd514afca43fbc17</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9008">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc6d3bb5dd1a504f597728ffab3bf4bbb34997cf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25663</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'miami hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jacki-O</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Mpn9y699j3PYnAK6Tf2LV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6730">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FukyKMUPL10mDN9LgAngI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63575</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Evancho</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7965524615b9348b114391d55421f04895d91a24</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4925">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Franklyn Grant</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uyHxAA4AYAK9pakrZ2O4A</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9036">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90223</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teedra Moses</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abd950644580783307d7f3f4960215830be0239e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vfR5QRc3xca0KvpG8KZBE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'hip pop', 'indie r&amp;b', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9898">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic russian rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rnZ3TYlGce0bg2ogrtShe</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boris Grebenshikov</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic russian rock', 'russian folk', 'russian punk', 'russian rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7562</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15d91079338b36b50129831f90b1c7adcbf8a4ec</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6601">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109658</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NL31G53xThQXkFs7lDpL5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fb7cd00d5276887aeb1380b39d1ecc4f9ac655b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'alternative r&amp;b', 'escape room', 'hip hop', 'nc hip hop', 'southern hip hop', 'trap queen', 'underground hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rapsody</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4674">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicole Renee Harris</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">226</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a52b680b3ee5118a6f72b7c4e2ce8b84b63d275</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QRfQWa4O6dNKlfZjVV5zN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2021">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Jz9kKRnCRLTodCH58MyB4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'rap', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109980</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daz Dillinger</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45add53cd9603bb23396e47b84fd380d0b9b4f6c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7556">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nickel Creek</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bcLBxvaI7GsBzGp3WHnwQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78800c2042418414e3387d1b0471c4d4e24fc049</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'folk-pop', 'progressive bluegrass']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105083</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4939">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A.L.T. And The Lost Civilization</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pZvHlvLV5er0s4rfQ6m5A</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb24c2f58c81ed83af9ea47bf759e3c91378403a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2053">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11548</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fbc0bd272a99eaf34b0db95b053ebfa6deed9a1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wnJCxpnKAagrdBJAvaDrQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rozalla</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'eurodance', 'hip house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9900">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06kI99VfdoW8sXLj53BKTm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sea Hags</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1068</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b428123556269646088fba5f3f277099e0b97373</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10604">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Reid</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d872adc31eec3dd5705d9b6a04eafebd49cb0113</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'folk rock', 'psychedelic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15250</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12fRdeKejG8BBzybGf0ygk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10516">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05e67ae67de6361f65938af96f723e2712a0a768</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caravan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46588</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'experimental', 'jazz fusion', 'progressive rock', 'psychedelic rock', 'space rock', 'symphonic rock', 'zolo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kwbFaRKf9HCFGrJPacZ7s</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6680">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d05709b256a284d60ebed670fd51f028708073ad</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14188</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rupert Gregson-Williams</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vuXYcTqreOLLnlKtMV5UG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'epicore', 'scorecore', 'soundtrack']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4129">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beltways</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0c66W98bi0wvRXxhUlIOv0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d40ab368e5ddff387936c7d8b01d3bf186ce4a6e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9089">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9826</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/542bfa8bb6ace425a6241f23836887239baa3e0e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch hip hop', 'new orleans rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CCnfGrTPgEJoHFk4UOe0O</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Turk</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3520">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Pag7p4HbSdZIDzgNLsk39</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4603</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fanny</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90db7f96aadaede6dfd11f198aa48a6dddae8192</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6324">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Sld5LOPbAm1QSq9U32fFV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Hiatt</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d5f2ab012d761f8400334decc5509ee27e3c455</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'classic rock', 'country rock', 'folk', 'folk rock', 'heartland rock', 'lilith', 'mellow gold', 'modern blues', 'outlaw country', 'pub rock', 'rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93294</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10056">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Down $treet Playaz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SPpIF97zCZ2CaOFtDNxDX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1fc18d18e51b6452af71d4b3ad306be91b878d9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8536">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3f4543fb95eef159084f7f80cd68b3a1ed1a49f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fg65Qx6tRt0aXBfz5I4w5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53141</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Discovery</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'indie pop', 'indietronica']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6833">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic symphonic metal', 'power metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amaranthe</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KaW48xlLnXC2v8tvyhWsa</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277245</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8a1440402c4571663b4be65b967504b8589455d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic symphonic metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10443">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2905</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frost</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cr1vZsdjcY434Aqc3fDBt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e6b0766f63a8bcc271ac4c4cd932203750f9dcf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4699">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/521d6c28abbd94dd69be65800198c8b6a48c26b2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FVK</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british alternative rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9594</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T0jkjcPB2OUmOb3pNr9wU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5905">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b866d357e8f9deb3279c81beb62d5286c44b2f0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ActPAuO0MgCVFAguGVFGf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Crawlers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6788">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16Y37ZBmMZSFOXZIfQ9FZv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92d34ac0414bc713e2491391447a97583d930fd1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2017 Dynamo Hitz Music</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7403">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Finch</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106730</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49ccb00ee161c1411552bef63072623aa46342cd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">528t5c0zyuG9beehtth4Za</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8470">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bomshel</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fGGgk4LAwtPnDnRSqJd5o</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3a1a4fc79f6b81cf32d05a1b3c4a5eeb3f017e4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14101</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2730">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e406df7b57a2c50fbc716a6bca25762bd1f03d79</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vqkz1b2qBkoYrGMj2CUWq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Womack</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">381211</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4617">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f516b6683527c606094a5515d2e13d9b2908f27f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fauley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5I03k04hYVxZ9Im4jAdnLU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4711">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jazz Music Collection</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15tLZYJSIK7D2diLmqglqy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcaf6784503ec2f5a88259ffe2176f41f4368c1e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10740">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/beb59085c1753988e8cdedd506017af271796c03</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6438</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blodwyn Pig</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0O9Mz12rueCsrgUqItvvnw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'psychedelic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10590">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie King</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196830</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dCuFngSPyOOnTAvrC7v2s</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'texas blues', 'traditional blues']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c1f3c786fbc542e29df368b40d6ad888fe010be</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3905">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44RnRzSdbvlthfaspNyQld</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Every Mother's Son</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1260">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">875</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/428bb920176fb44d4b35d7fa69fca7713700c84e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dPfyS06CSJS0SVVhcu6Bb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Jones</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5602">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria Muldaur</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e93a1fd83bee52d1f21c305c9feae2e7480c53ef</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VUiF0VFkXzB0DLg9AzrqT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10498</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9517">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'irish dance']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c1a94a0250660f4a34ae2a7f2473b52f3709103</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14041</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UxYW4p6OoRf85fNMupsfV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronan Hardiman</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2724">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a4d97abd4178fbf482d43279bebfaa81580f89e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cameo</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545idYhdloaSlLGBY8E9u2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">330172</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'new jack swing', 'popping', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1474">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PWQEBHw18rURT93AbGXQm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Claudette Ortiz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">782</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5419">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Mills</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rlNSO7W5SWGspO6fgrHPS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dc9810968d3d53e2fa0bcca33264c4f6b386c4a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2247</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5045">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zIiPjzcnAXkhlVUpL3A5A</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1912</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42f37d459c55260c90cc28f11d38126b8235eb3b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chimes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5591">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pgfx4K1p1kT0RewXjmLfk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic schlager', 'easy listening', 'schlager']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Whittaker</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic schlager</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96c3dc48289d486bb562a61f2aa6fafcd6c4ce3f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41810</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5907">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81d5ea478bbdca733e32d83da909d616f08084a9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy McGriff</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15404</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz organ', 'soul jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1A0QR12gcj2L5hYh1WWDeh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7207">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Refused</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/858e9d4dea76b4768751e0b3d98022bd846a3213</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sdxGvwxI1TkTA6Pu2jnTb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hardcore punk', 'post-hardcore', 'swedish hardcore', 'swedish post-hardcore', 'vegan straight edge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113292</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3255">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nazareth</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fvN9GmMCVKb5LY0WsnjFP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">525905</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ab3e0255bee09e6a21ed101fb80800eff568ab3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10335">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e32ff7d9765536953ab126ad714a1f589602a49</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Epps</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HHvxxSeDzlasKHKM6Qdw4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8563">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lYXa6aa87Tz8Jzv1nW4HM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44816</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">There For Tomorrow</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/405c7c7c38f9862d3fbf0fae8e085e293f27f714</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1737">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0u6b6Qa5VJEvr3SgzzeVOB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182632</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Do Or Die</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3d6d802c6936d2de6bdee1a0d027022123cf31b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5672">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bRwRyM2jH4EZyRP3wi16s</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Strauss Donovan</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8142bf3e729bd28ca1fefb8161e9866d8afa9c12</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6619">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb5ef3bc27e00034429c3dfca94fc8210f092c5a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">625012</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alter Bridge</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DWX7u8BV0vZIQSpJQQDWU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3657">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89046</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28bf7291b822222629d722d8fae7223d9193d597</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'lounge', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15FyiY3ChN0QRspHIQYq0W</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dion</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10634">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">407</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ramatam</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic blues-rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a873f6617ca5f55c24b749a2dea1b882f3eee2e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic blues-rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gXTMAnC6eDIfAZ5DHyVeL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1811">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffe87f698bb56f5a71540122576c04f33d7c67c6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sCa5KANHoHo4NuGextoI9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Engvall</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35662</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['clean comedy', 'comedy', 'comic']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">clean comedy</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8109">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3V8Gdws52TzoL8WLZHvpzc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d5b73e54371b30df851e400c56d2b1a5b1e2284</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92230</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SafetySuit</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7683">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midlake</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YsP5zmteLQ7etNjHAOu30</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84140</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">austindie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbd5438fc2943c292d12840cd7f2935466d829ff</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['austindie', 'chamber pop', 'denton tx indie', 'folk-pop', 'freak folk', 'indie folk', 'indie rock', 'modern rock', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4211">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99 Percent</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15143</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hPPNy5OBzCU1icQO7Nrok</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fadf7ab362b064e85b70ccc89d3e0174eb6cdee</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5846">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'exotica', 'lounge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10064</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17rSwcIT9qu1OybU1lReJB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/965a500f73b304aee9c1eed182f80651eb4126df</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ferrante &amp; Teicher</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1346">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422877</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4ec8e29e8a15b8226f8d618e1d3a53b18d7b188</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerald Levert</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BLOa6FxCbMnowidkQfLIA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1113">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'modern rock', 'pop punk', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38af2109756d003c2882238f701a015f0c935e32</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aYyPjAsLj7UzANzdupwnS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Good Charlotte</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1467536</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5797">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bf54726bc258f05c4251b3deb1fa6801adf528e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5z348neb55aaKyQhVgqEvS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dawn</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3185">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43e2b884e693ec6445077048755d9af01050d1b2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2utNxkLhreF1oIfO8kQT3q</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'british blues', 'classic rock', 'hard rock', 'progressive rock', 'rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177678</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manfred Mann's Earth Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/39">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11367121</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nDoRrQiYLoBzwC5BhVJzF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camila Cabello</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bacdc874225b10f2af8cded61bb088734b6a5810</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7196">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal', 'neo classical metal', 'power metal', 'progressive metal', 'speed metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159951</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Symphony X</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0e749726bc44829e825641403264d6b1b5e10ec</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MnZkh4dpNmTMPxkl4Ev5L</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9850">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dbfb565748a034514660050e32d1a6e8ceeb361</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1662</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HuHRxtq7Gq2llYgzAxZ9p</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joseph Angel</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4919">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a91345e74cc2ede551c5043ea1dd1d945629d8bf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31899</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'old school dancehall', 'reggae fusion', 'riddim']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mad Cobra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56MDhktp7hO6MqKCS9rSXT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2257">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'classic rock', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chicago</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/678188c357e1b58e8a9ca28c34e11bf8d51ff2cf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1384878</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iDD7bnsjL9J4fO298r0L0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/817">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30ab1b553c8fec7fb4d62f62ecbb58c8a2a17a80</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martina McBride</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">649177</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3P33qFNGBVXl86yQYWspFj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/90">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rhFzFmezpnW82MNqEKVry</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/677d1c0829af1f795836467a2cbe44b34ee01323</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami hip hop', 'rap', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2449216</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ski Mask The Slump God</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7694">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ks4E3VJXDIRABtxz2IiBE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'modern blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20377</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leslie West</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f14f4863a6c9490984d80572ec65ea51958e954</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11423">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">479</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cd00001fdc08843c8aa2c289eb8057baea9a7db</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1v4YnufenjE9BLAfP90qvt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arcade Player</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4318">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d382f80a810770048aa63f79c20228ffc784460</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4USFzlJddHfaZpNeXN0JPn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9081</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Future Hit Makers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/268">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Macklemore</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1405067</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JhNCzhSMTxs9WLGJJxWOY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/548c808ed49b59bf73155e0e4de76f74406a778e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2453">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">180006</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e37e8dcb747850ee3dc7557380615fb39b4ff2a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Me First and the Gimme Gimmes</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cOVRC8EOwDwXrs3JTrRN5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9164">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1U5zgr455OGyIkLNXvDdrf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d5c604d1faa03a36e6a16edcda0798ca2d4649c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sleep</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sleep']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23367</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Traditional</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10157">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Myrick</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">417</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4auLLk6ZoMpDxZgXN6BPPR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d20d97311b2598aed7d32851fbe8a208b40bf725</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6049">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2878</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mel Carter</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6035902944b2630dcff19ac55097a78818a745bf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CgsVtt7tP8iduzkTCfel9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4501">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xI9l2heJcFDlfzwUATUFr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">934</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24302a4f82689b90062e62dcb779a411e6f92eff</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Idol Finalists - Season 4</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9127">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lWP7nrnwtWJFOANMDz0GJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz violin']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c945f0c2d666948595fee011d5225b9060aec4f1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Regina Carter</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6054</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz violin</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4350">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uncle Kracker</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bdfbf1330e45eaf74f18b3069952f138dea04ae</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">297115</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DnqqkzzDKm3vAoyHtn8So</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9113">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">315</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HmMtATYC7WoVVbvEAIfrR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05b25fbdada377c504af82c4f9c286e5737730e8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarai</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1413">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b215464b769958ef1d7d9f163e3f49ebacf8842</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ECwFtbIWEVNwjlrfc6xoL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eagles</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3621959</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'heartland rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/590">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">555102</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">urban contemporary</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Empire Cast</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84fa0995a005e8a82c66cdebab40b6a2b5f0b669</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EjxNoVjXo7gL73F2EdXVA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9566">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lQpSzdPxoF1FYk7ilbe37</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fb3c2c5bac101c115113b1a0b898b03b65b90a5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liza Minnelli</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88055</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1429">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Travis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">652658</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pTuR132U5b4Rizal2Pr7m</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abbd90d95bcff67700b8478590601f3eb2c77c75</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6784">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'heartland rock', 'indie punk', 'melodic hardcore', 'modern rock', 'orgcore', 'philly indie', 'pop punk', 'skate punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95132</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec2d2953bc7b3c51ba99f5018f17e508aa6f6d2f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Menzingers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HWFXU9pHBj0u58yoRwwOJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/954">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16cfd34449fabdebefffd80ab1e77678f05ffe6c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Owl City</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1766989</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07QEuhtrNmmZ0zEcqE9SF6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rock', 'post-teen pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1527">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27IuDZNaLuEtupD8QZftiZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubble trance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubble trance', 'eurodance']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31187</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79ce8c2faaf880d000c0a2453e95645178aa74c2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian van Dahl</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6643">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b31ce52039cab981b2d5f7efbf182e330857ac1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uWXomGkKtIq9B4XgA3gch</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Third Day</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">461172</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9810">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tIE8aoCILwBajCk89Eppo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Collegium Musicum</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1021</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1da84e3a51773c06e0ea0ad04076c86f36b12903</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8323">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['merengue', 'tropical']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49600</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb1dc73add0fe08ca7e2624d473f3e85e9f22fb4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">merengue</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gSCtDiDLABfTqTc1OYjKd</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manny Manuel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7804">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84e8b7e52f38cd76f8b48bd42960283c8cd7432b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'boston hip hop', 'hardcore hip hop', 'hip hop', 'southern hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61884</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v0XTlB9FqNvfBfnw8n5b0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Statik Selektah</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4999">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mOWFF6HJ6krnIpW0CHLQm</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lo-fi beats']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51678</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a5de42c1ee6c35055d6ac3046fd85f4fb560e2f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lo-fi beats</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dandelion hands</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4500">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive bluegrass']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive bluegrass</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/591d07acbe06b2958102bf4aa4c1be9ecfe76dde</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AEIKVwB27miPI3uJxM4Dw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70166</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pickin' On Series</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2987">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative roots rock', 'bay area indie', 'garage rock', 'modern blues rock', 'punk blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative roots rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stone Foxes</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85be1c0bef0ebaaff16dad4bc8c52f3a44347e74</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40N10exWtaCVUtBMftQn3t</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41351</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/767">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T81IFRFywCJW0SNWMv3T1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'college a cappella', 'hollywood']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42846</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Treblemakers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7255">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ce872b5ae495aad20f387e3b6a417500f58d00d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">442519</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qvP9yerCZCS0U1gZU8wYp</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Two Steps from Hell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6285">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian indie', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sDbKMebVH2VYcRSl7u1VC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">for KING &amp; COUNTRY</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">505811</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bb4389aaa6bfe6f273b0c040e5ae8485364f964</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3636">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137048</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'southern rock', 'symphonic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hfOHpGMsi8O3DA0ROLGqF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7accd8373ed5f6b920ef11d6c1609761cc8ac60</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Gang</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8528">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'indiecoustica', 'neo mellow', 'tampa indie']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c44d8f5e57bb9b46de27d65d97319d57a433ae85</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Hires</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16237</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r2ltbRmBrS2c0J4oTwfGo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1951">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'diva house', 'eurodance', 'europop', 'hip house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corona</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbaa43f06e6b8366e50940f0ccc63cba7e00e667</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80276</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26T6b8maqEVltcmE4kSDUl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3453">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FHwr1FymaS5kutIEK6e2y</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16348</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Harvest</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9510c2dfa91127d41ba367d1f300cf3d671bf0c4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6604">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ffb913e493274b5c945167a66653ed4b0015df3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215448</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nothing More</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39VNwvlQTqE9SvgPjjnMpc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6087">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k1GqwM1hgoMlrz4MfjCs6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Gari</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/050f1ee22ae182726233ee28c496f072c829a438</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6947">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56298e3fee0eef6efa721009e23788d25bc51c4d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31IZdHrCZ5pRhLz4zBxN3o</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135015</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music', 'underground hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Riff Raff</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11342">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V9YVd2ae0r4JKyOrfnrmj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">464</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Smith</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c424efc218246564e8b6b70daa8b99d6817a72a7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5218">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LbR0yLm9nF9YzfXX70jcO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5448681d8f31eefa251c55a9daee99b6ba0db6b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hagar Schon Aaronson Shrieve</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5619">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdd21e73aedff981a6b88d53204d0c4ceb586e90</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Dane</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PEVNPdwXXKGuiokdiHDvD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4819">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18775145ed208be577b053e6acdb5fe745f7a458</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twinz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33ay6frFAk5xRMXayOWsil</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17995</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1839">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23133832f41aa7fad9571a708dfde782e4fab71a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53QzNeFpzAaXYnrDBbDrIp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">826920</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Isley Brothers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4165">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eBQ52kRba7jYsnntGD2Go</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic girl group</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic girl group']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">551</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f37f65f6b19da16134336510eb8e4850c245175</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pixies Three</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4116">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gale Garnett</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1001</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5d79ec25efa5c8a5b24fab9d94ba684984098e9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cJgEhhKGk7kiSA6O8Qzyc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4300">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43174</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6afe9d972a2a06700d9010f717ece564c02cdc93</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hlXIybvN1I8r3ooBEkYRh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juliet Simms</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10775">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63eNjNGaOdu9zPJzyDF9fl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f85e108cfcc8f27e07eb16cd3cdf312bb1719d3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Baja Marimba Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10169">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">782</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XEPQq3fgckDxHpHhOf9DM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jump up', 'jungle']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccdb36468ca831bfdbe582bf9ff5e5aef3786e3d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Red</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jump up</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1732">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebekah</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08d6e0aa0494ba92a206fe18e0194015fb3c088c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mWvsAg7X3SOCo6fwV70kn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11112">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YfWFrv3tqrSFn0DrsmB9E</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4916ae8e5bd6753814fed0c85eef419886cbe15d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">997</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MyLove</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6876">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prestonwood Worship</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a161458b01099be8f5780deea04c771467de1de</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">793</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OhixIUJ2Llf74OEujFffs</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4078">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f74ac243454407dbc8d45f61138e4f26c81c455a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pZJw2pjpyxcqdOUmYdwSY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1286</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ovations</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4957">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'power pop', 'pub rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55582</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Audio Dynamite</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hqZBHSgDs1odG9aupMzEI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b9b71f645000aa92264a3fdcb490909acf96408</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4245">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WcNdwlpLe8qjRbjx8ouNW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24afb65472022a0a0425c84e319ab3b14b805c27</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ya Boy Karaoke</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6491">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c57f15df965c1a79e362179291431acb28f8faf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew W.K.</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84226</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YJR4xviDKHoelt9WKHlBa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6450">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275313</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DBi4EYXgiqbkxvWUXUzMi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'bluegrass', 'folk', 'new americana', 'old-time', 'progressive bluegrass', 'roots rock', 'stomp and holler', 'traditional folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c28bdd91773a727e7efa6dcda2db94a2fb72345</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Old Crow Medicine Show</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9699">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7605</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ff46663cdfb683e444a688773d1f505fbefe24c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heavy Young Heathens</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J0RCEBmqRMyjCKTzn4oEm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9943">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fnEBToGr0ZqiYgHjVYL2k</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1311</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a67244508a1693e03cd70fba6a007ade3cd65b0e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ranking Roger</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2799">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JhRHqCi8HEzkJVWt19LtN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c834019e1b88f5831fb1f6c9d13a7d39ed3925fe</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Bishop</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92088</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7567">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap', 'gospel rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92ebe3068afe19f444454f028370ff580c66476f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Q45nhioxaxZTDjR0iaMWp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35744</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thi'sl</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9624">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DVygLsRhsG4CGSIw7ZMZz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20756</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/767f6686c1c0429f0636494286603ce44c811637</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap', 'gangster rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crime Boss</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1472">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uw3mzuWJ55YOdKZNi7YJO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0af7b70f4abb47d131cfc9859b2cacd47ea2ada5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shifty Shellshock</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/462">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lukas Graham</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">danish pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25u4wHJWxCA9vO0CzxAbK7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1409316</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['danish pop', 'pop', 'scandipop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90dc769bbf85af5ba026a6dc8c8a55a876e2ae1e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/196">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Weeknd</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian contemporary r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5fa0d35a5070867261d100b879cac028fe96775</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Xyo4u8uXC1ZmMpatF05PJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16909290</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian contemporary r&amp;b', 'canadian pop', 'pop', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/503">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/116582b17276bf4ff6b9f8bb7aa0d267a191d3e2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7juKTDFlPesGeWQ1GmjmOv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pinoy hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silentó</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pinoy hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215488</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8954">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af8816e7b82e2316227f74a888f36656f0586b14</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AhwA1BRY5gQMBkJtNCtuC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Star Tribute Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11471">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Them</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34Q8MwkQWloYHXCwsHxWkp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a87af677bc52abf4db6ebd597bd33b174d33c28c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9981">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94bd62c37be33d49539c95853d7662479c1dfb96</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1703</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kane Gang</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1S2wZg1HsTZaHGX5Xgw4tL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10438">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6ef696e7e67c4b08479688ecaadd87c36359b79</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental funk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1878</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WPM7cWlRjCwho6G09x2S2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Tropea</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5324">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phoebe Snow</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ee88375539dbece3d796c1a404ce32a36baebc5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24109</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iuobQyYhofKRr5W6HZoKt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'jazz blues', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5929">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TnMVQgTIbp6z3AydwnHW6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merrilee Rush &amp; The Turnabouts</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7989">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Holmes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3424b0780b0db829cb42903da92413025ab1a905</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">044yXhZHDdwZLHvdkEV9rK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11377">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['channel pop', 'viral pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">channel pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TKKVFCBfak1kInOPl7hCz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35522</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corey Gray</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96688a224488e7d34f79946c8a1608b86f46b75a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9622">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f27e8ca2777994b7263c4554136712273a9ca9b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Levine</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57WO7PozOirEbUlaKuvqtl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6575">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sqrupqcoipb7UzVKApEnJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf4ff20813f82f3bd354ff7ad9be3c94d9fef4a6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stick To Your Guns</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142406</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2395">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aaad5722fdead56cb0bd4beadcde51bf72939317</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6153</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Jmod60ZpPG0tckhY0Ls0p</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Was (Not Was)</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11118">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nightcrawlers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JGFm3osllhtiPP8rLSza6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06d87fa75f66ed699238dcfce531db73cbe5dbf2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7854">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'dance-punk', 'dream pop', 'electroclash', 'electronic', 'electropop', 'gothenburg indie', 'indietronica', 'neo-synthpop', 'new rave', 'swedish electropop', 'swedish synthpop', 'trip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eQZTqEMozBcuSubfu52i4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb08ff7de16f02cab97b1a772a5797a017248037</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Knife</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323748</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4012">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59650</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'chicago blues', 'electric blues', 'modern blues', 'traditional blues']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Koko Taylor</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3faeffc5a1487a48fdaec1958f2df905f34264fb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04qIJRFjTmvW5I1DMyGE1R</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10811">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc98c230071919c20da93a1524a8c94901d666f6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Rickles</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Tk4CUCyeXJqtCfQXrpi00</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2646</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1315">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d176bb912f0b30db3f2a1c5ff7c06903963b9bc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4d3yvTptO48nOYTPBcPFZC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eve</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'philly rap', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">553471</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9714">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish rock', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25610</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hothouse Flowers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8dfd6e4d81cdce9fa79cf911e60eb1a0a9716ef</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2szQRWh2F0RUs9bkbepwok</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9578">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03882ae712a3727df85c6e3ed28c8dc36d95fde5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eduardo Marturet</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68fkzPiWFDYjsI9MhNR8Bo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7401">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vdTrczuBydSrfUcoruaeX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-progressive</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flying Colors</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-progressive', 'progressive metal', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32356</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd630ee11d5cf9c5560d5bc895b5940798ca68a2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3816">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outsider</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiny Tim</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Nc79lkTxXLSIIHDB8mqJC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34304</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outsider']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0aeb714ae7cd26cb1a01352daf209943645a0cba</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2587">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1445</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Vu68x2xlwYZtz4ZVpz52g</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boys Don't Cry</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4aa23376ef6050f63135b408382013fb606690f5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/222">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">790FomKkXshlbRYZFtlgla</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0be245de9f3d93088c212817a830ee7f34430f70</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6166279</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KAROL G</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10229">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KC0ek7g2xpRg2ET1gn2nv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Davies</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4733</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c10304f0b21e778bbfdc3021ae65b1fb89a100ec</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8810">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5771820625909fa02520ec15f5a839a06b6c4f5b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian punk', 'emo', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian punk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MxPx</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cSpfa4Un4NCOzeOKgGtG9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132027</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9562">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'deep christian rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5570</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sN4gtyVr2MeWXHCjQTey6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4073db9e0fc52f9279dc916084a0adaaa6503e65</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PFR</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3560">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145205</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Paycheck</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35b20170961c62d7b35ed386a0e100b8544ce353</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DchahWJGQqrqr8PMM5zQD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/288">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Farruko</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'reggaeton', 'trap latino', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bde85243063369ee99c92af1220a4dad70a8a97</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">329e4yvIujISKGKz1BZZbO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5934847</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1467">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wBDD4FNJvob5fAGkAIQ92</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Mo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6cfde24e8dde3bc5eb7efa75d2665419dea64e2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105887</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3430">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'afropop', 'makossa', 'mande pop', 'world']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b65bd5f8d8e63c5904fe7864f28bcc017cb295e7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22235</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manu Dibango</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30UIjoCGuL3Fa5BOc3ayNW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5386">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Bd4UVlqlaKEXYRG3wgrCK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12bfa0d76ae85e65ff1bbc3943146ee20c914c4f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33760</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['clean comedy', 'comedy', 'comic', 'progressive bluegrass']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Martin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">clean comedy</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9488">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hawaiian</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19660</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19753be344f12cea9f151e7f738a678f142a9eca</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hawaiian', 'jawaiian', 'tahitian']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keali'i Reichel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QieUEtijtUF3ABBp5JVYP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9412">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'ranchera']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76e335ad82deda2a0bd51e7d259108007f8036fd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35894</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PK8uCiKRILtXKQXABBvBC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Tri-O</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3334">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/683a917e493db3f603b9df7647cc5206d398a478</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XOhQGJMrw4oXDqloMsk76</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Polly Browne</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7665">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0edabfbe78ccb80f62b93d5ac7185a924f0847eb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Vincent McMorrow</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">482789</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie anthem-folk', 'indie folk', 'indie r&amp;b', 'irish singer-songwriter', 'neo mellow', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FDlvgcodNfC0IBdWevl4u</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5247">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/842a916fdd46570eda8df72b11934ebf61755469</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04zDwTMN8SPPydYIfSeFYf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5117</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Wilson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1993">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Salaam Remi</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df7a63c573a60019bfc5b2965f8b45ede0edb5c3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11596</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rlS0SzVFk8BoiAW0fGBbN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5879">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pBljwfwnohfSNDXixEYHm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'merseybeat', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Hopkin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e12e1d7d2825c227004100b1de3bb84025fce6cf</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12901</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4016">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c458380e0442aa957795d9df4dc574f9aa7de157</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bebop', 'bossa nova', 'cool jazz', 'jazz', 'lounge', 'soul', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bgyxtWjZwA5PQlDsvs9b8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Vaughan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350483</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4159">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QEA3sofVt5QckQA6QX2nN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Trashmen</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b4a043ff7a1060c1422103ce7635282395c46bd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'protopunk', 'surf music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23419</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4825">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/302b0e89b7c862d83cb9b832b9a623c21307aa92</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FQnTKF71zmqOzMB1ulput</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18653</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ProSound Karaoke Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4855">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a6ef579206cd22cd9f1cce49fbbb8cda083b390</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zr6fB2AUSdHQ4Dg17bKLQ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frukwan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6221">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VWX6ZalDVTp1KMGN6JDSl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c2bdc1d83d32e927c568d2b2bda1674d3a7c37d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop', 'vintage swedish pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9067</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Siw Malmkvist</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1618">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddb4a2ad4585d914d9e6993f6ddf50d33e48089e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2923839</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rage Against The Machine</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'conscious hip hop', 'funk metal', 'nu metal', 'post-grunge', 'rap metal', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2d0hyoQ5ynDBnkvAbJKORj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1854">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Petty and the Heartbreakers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'pop rock', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3c930705d502022b13f9c7134db8ae84a8ae71f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tX2TplrkIP4v05BNC903e</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1080975</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1678">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ms. Lauryn Hill</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccb108f19352e88d6e69b1093d75a2be5efa1c99</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hip pop', 'neo soul', 'new jersey rap', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1270111</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Mu5NfyYm8n5iTomuKAEHl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/240">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131790</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo rap', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c03897946ac8d2e827acde245d64c18dad37155d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Landon Cube</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04ei5kNgmDuNAydFhhIHnD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7850">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f8f6a0058499eb0f9baf7f80f06f66874e616a6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundtrack Guru</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4km0Ba7NEjX6JXzknzOEcA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7575">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deitrick Haddon's LXW (League of Xtraordinary Worshippers)</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5399f2b569af448854b05fb429d4bbe0179507a7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HEdStlITmYLFo1LOdtlUW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8739</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9039">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'detroit hip hop', 'hip hop', 'neo soul', 'southern hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3cc3500cd5100e7be65aef08413f4c804b218db</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145987</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1020a42xVklY6c56imNcaa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slum Village</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1695">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21DDunKoUpOWBax5LIULe5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Lever</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5369">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HfhgJuqaMgQKyxxZBFGBF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Owens</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2458">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S'Express</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10702</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'hip house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PvqyOwynRF4BveaU6IA7S</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81a81d2160fe156e64d608e844fed264a6bea132</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8928">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2232da5e12a11884064dd93ec696293f3f278a2b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['skinhead oi']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CLovRjQtVClwjP8UIEUAG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">skinhead oi</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Authority</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3976">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8408</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spellbinders</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Wzja2jxZnsEa22GH7VzZA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep northern soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep northern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e921853451608d44b47f42ac8dd0c87a6835d36</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6627">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">regional mexican pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2286590</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XwVARXT135rw8lyw1EeWP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73fab7a7e9dc77f7e09e41b8e39bc671419ea571</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christian Nodal</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['regional mexican pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5676">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Quateman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3I1mRytDvAfQIkNtIjZLWW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d949f0f8c8d948c69fe9a29c3698c4ca36e11727</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9911">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00c0cde2f4558795c4131b91b38b3ff0f08d5901</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Jrzlhmbg8a7Ic0ZM69pC8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sidewinders</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">411</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10476">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'soul jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EMR9xUcwYHrvpiSZKtN2c</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0291202e37181e42fde9b58008333d04164a6c16</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lonnie Liston Smith and the Cosmic Echoes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17034</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8682">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Academy Is...</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jwm6OBdUY5xzFiFIPhMHu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136909</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/566bb9fee235601e08a026fb84193610b68e578a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop emo', 'pop punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10898">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RRSSYRHmBxQXRGj2KBO8L</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cy Coleman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1150</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad6907029530a8153e28a214070939955c0c9f77</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7627">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l0mKo96Jh9HVYONcRl3Yp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1227349</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61845400bd0a61c5c1835fb133c91461ec160afc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'k-pop', 'k-pop girl group']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NE1</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10591">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'chicago blues', 'classic rock', 'electric blues', 'modern blues', 'psychedelic rock', 'traditional blues']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yT9vbP1EOnCpl2McnF9nH</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76e3eb729479655e08524f09c7aa425616408e50</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39020</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Bloomfield</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11360">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dce4dd02a86652028effa8d711bd6c231791809b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Street</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5f1UhWDdpms1TVRoXyzelL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6982">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dd24cb2c250ac724ce220216df048d7cbe6f993</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Issues</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261889</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zRstk92RGCVDyslSySNsm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nu-metalcore', 'post-screamo', 'screamo', 'trancecore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nu-metalcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2785">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17XXKfRBMCWvLrqGoNkJXm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Engelbert Humperdinck</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183870</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6e080284357b0b44a76f271f9d187ace3ce9d8a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9114">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10044</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Play</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tNZHg8DS7zzXnIxp3ZTEP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb80a3cc56d73f396931f60e748234db8e6cc5b9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4285">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry McDermott</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a228411bf9d5f23656f4604c43a67063ab5cda2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2436</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70vDOyUxrgVhYM63LkJfvV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7285">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Strung Out</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07ATE522e8aDsEb0JVLYqg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86276</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7211e00d56a567a972c5dc6210f71101842dd26e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4913">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C-Dubb</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abff847d3609d7386e82772f412e5f0b569ce0ba</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1282</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KScu8iEVkyhgPhCFa4a9G</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8386">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32V6Iq6lMhd6Oy1KczZGOG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Group Fifty Orchestra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff65fdc68be56172477d818e9dcbc15f23522360</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8502">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WKj0LfG2ZQXTszvdQ5yPK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d266126f19208379330447ea6c4f6d7bdfcd9b48</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17449</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Izibor</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5819">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9066fc1c9c7d9109661eb54b078b3f45d09d1403</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2130</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tee-Set</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'nederpop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uBrmlGaTI6nSg4JpVC1VR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1751">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NgwMzys77S7sgfh2W5k0V</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'hyphy', 'rap', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176069</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d273e8e435b0c21657812fac2f709623c532c89e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WC</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2387">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cult Jam</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Oqlg7yDwpGE3MHLopGKo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3361">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WRM9i067hd2ujxxi8FI3m</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steppenwolf</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic canadian rock', 'classic rock', 'folk rock', 'hard rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8208d86ed91c50bc9ffbf8f436c6e323e6bda480</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">684956</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3482">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10n5lhNDoSMUHWLlnST1yw</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slade</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic uk pop', 'glam rock', 'hard rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfb524af354a6542bd2c5f56070806186636b8dc</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114558</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2144">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/287219f0f605002bd85584f82be6112074cf5661</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3159</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MxIoQ7GT947XGYca2irUU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jude Cole</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10515">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e92345643d97182a7bd44b2e08f4684fa1d14a8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sub Focus</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['drum and bass', 'house', 'liquid funk', 'tropical house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">drum and bass</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QaSiI5TLA4N7mcsdxShDO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186322</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9237">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wOqMjp9TyABvtHdOSOTUS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2809582</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ludwig van Beethoven</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db022999443da6f89e250086329d98b17399b346</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical era', 'early romantic era']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5824">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0j08a38t9W2Ojk6ritNDaf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elena Reina</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e8fa58bb67631c82c888b40ae0219d6368413d9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7624">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NKQIkHTjxD5Ovj6znGV1n</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61338</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road', 'outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Fowler</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36575719226c059751ea9239ff1ab765e31b3370</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1227">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yN7xI1blow9nYIK0R8nM7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buckcherry</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356935</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'glam metal', 'hard rock', 'nu metal', 'post-grunge', 'rock', 'sleaze rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/940a49ad26401eb412ebc5731e37096e190b133d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9147">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uG50qso5XAfxs6BeXdnld</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1092</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manuel Galbán</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/789891f0f321881665e70a892a6ac957991e8003</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11141">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Waikiki Hawaiians</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7f53cc9fd65e9d8e89481b32f7ad1fdec02ea79</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2i75lRtiadHA5QV48DEl05</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4017">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Olympics</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doo-wop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KtW4xANJkgfEnFgMxaj8h</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e99d50a75fa65170a67d276e9077043f87297a7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1472</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doo-wop', 'rhythm and blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9768">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Liverpool Philharmonic Choir</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/276b7c399241b13003d130fda4ade9dc9735046b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qejGzi550hi108LJpvSpa</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10434">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QSQpPRjmK4URxCoPa0Wvv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">616</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of A Chorus Line</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bd0986b50a4ff14a0b4c8fab683ceed90625073</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5519">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David La Flamme</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4p9qE4laUG8YJuaHIRYdT1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c1e27135f248b3eb2b57df47eb74f49dde4211e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1651">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap', 'houston rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b95a68291549f3685bb61a102a1cf7b89ba79740</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yungstar</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09My0T8N3gNusVZtEiprhc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29012</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9741">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81089</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00Nnsh2ykMBYnCDsSFGXSY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz guitar', 'smooth jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fd932128ebf5efe780b2cfbc960eb9fd1194f39</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz guitar</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earl Klugh</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2215">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kQWcexkasmiJDMmbxraHd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Or-N-More</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4057">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89d6cacbc30285ee92898800e92ee2d515396ab2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35CbcTQSprsyapTfdPxEIf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Barbarians</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'protopunk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3033</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/37">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cd24fdecb512d9f182f36b86db42e556aebd1e9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'latin pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144930</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7K78lVZ8XzkjfRSI7570FF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">José Feliciano</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5481">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jordanaires</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CXezToiGS8K6jr9kr8Muv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e74b93b46b9c06c42e2eaf58f1feabd7d4064ba</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3279</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9020">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['wrestling']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WWE</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296824</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">wrestling</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e681971cf1eb9ed7a499383006cba9b46d895b5f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0spHbv2fw49lDMkbOAdaqX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2336">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'british blues', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1283375</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf364f9aefbcb7d8e3ab1c4c355a169fdd65e22a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whitesnake</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UbyYnvNIT5DFXU4WgiGpP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4054">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'medway sound', 'punk blues', 'trash rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thee Headcoatees</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MDoUyChsGrYbl9DeV9tif</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6813</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5c7fc27353cc5e8038c6c1a6a654330e6e0f45b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1818">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blackstreet</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">403447</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2P3cjUru4H3fhSXXNxE9kA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ab50b17b1cf8b4d4415cad7d9f607f2e7d37d98</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9288">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Indigo Choir</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SZiyGJKlSqE6dYbCkAXdY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">430</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9a4c151aafbf40c6c747c0d441200142315500c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8335">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97437</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d23304d2b526c0d54dc544ca95eb504e2c9aae16</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'dance-punk', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'quebec indie', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wolf Parade</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XSqX2PB3C5dTMv7SZaxSm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10847">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qmgg6GeIfbdIae2c7ZtGr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midnight String Quartet</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">484</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8e75395a4658d1b0e81151d36e3213f3c4dd717</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1943">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73ZPfpfg1LBVvDEArK4l5B</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71d7c4cc5c86963a4d6bacdb6b16aef51be2b365</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Des'ree</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114522</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/350">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12870</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b1e1c09798c16ce27af67635f32dcfe15edd532</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alissa Violet</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eXDc4nH9o04fidVlbUecE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6907">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gemini Syndrome</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ab5f798e895f66be7f58f44159d63dbbfad8695</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gymcore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gymcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5plcM0NxqZcnAWQVECcjWN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52222</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1617">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bounce', 'crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'hip pop', 'new orleans rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rG0AZBscc8S8q1ahIsasI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531519</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b0979334be12f30b68cb95c7f9fee51133eeb33</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juvenile</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bounce</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2426">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mixed By: Dave Ford</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54RMXy7prjDMXW2X0rk5Sa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9172">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Jq3nc0qOvlyPM8O4e22q2</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen of the Damned Soundtrack - (Lestat Violin Solo) by Karthik Subramany</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef1493324c22cc107048c7836e2755342ff3d7bb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">727</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8171">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3734</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9241b80009fb98b4cc5d792e42bbc8d382352652</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Cropper</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gLCO8HDtmhp1eWmGcPl8S</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11273">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45102f5c8a1f9bdf7fb35931fe3e2077e7512cee</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xMPv7r6uppYaOJBXoMIXs</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angelina</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4793</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2125">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/315c6ab77ac898c8d1dd0c33d95d1b6dc72c48dc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dgfCEMSVETFp29mRpiFpz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patty Smyth</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21518</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7296">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3922b8694f0f60936c39215db71ea74ce4237e61</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Celtic Thunder</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71881</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic rock', 'irish folk', 'operatic pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DZ5n0r1P0ZjKbjPdbN4wr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11277">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Zowsj1XsMabL7m0NNBKTY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2216</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b94fbaf1b25575324103421da50f1343b0c4497</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweet Dreams</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4487">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qKoy46vPnmIxKCN6ewBG4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butch Walker</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/473871578b85e7e4822b5a28971e77123288aafa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35281</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8029">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107734</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/706cb9ea817c8b6fea78364cbd1d60aaa5f0dcf2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'anti-folk', 'chamber pop', 'deep new americana', 'folk-pop', 'indie folk', 'indie pop', 'new americana', 'roots rock', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">099toTcKJoywTosZr2hHjy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Langhorne Slim</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1256">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ed73361f9c205b88c4d092b2f628576e2c719c8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Mcii5XWf6E0lrY3Uky4cA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ice Cube</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3053353</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11199">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ce178c46d44984f57b7dd475cfef8172861cdda</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1098</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Rowland</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ipGLKpbyUOKFaji4MY19m</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11338">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1531</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4n79tc6TJlvs0oMdy307bR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51d2c2390842927107f0bb97f1f302954bc3c86f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guitar Dreamers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4838">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14fe61a2d9a437f461247de40671881a9fe582b4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Purple Project</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gFwP1LjWUCPBbqFVVqy9s</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/624">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2304580</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alt-J</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XHO7cRUPCLOr6jwp8vsx5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ac54cbec2f1b3f5f1b7f6fc23acb9d00c70fb51</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6355">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9c8407f9a30ace5949c3706eef54b271fffffb3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">St. Paul &amp; The Broken Bones</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fXkvh05wFhuH77MfD4m9o</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'retro soul', 'soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229764</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6931">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'hard rock', 'instrumental rock', 'jazz fusion', 'modern blues', 'psychedelic rock', 'rock', 'symphonic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Beck</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c54d3e62fa857b691de4e391b3cca35234462761</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AD4odMWVQ2wUSlgxOB5Rl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352041</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10936">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f92bd39a86c40f780153c4763dcada8f3fa1271d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Scott Oliver</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZN2tFyslA0XNQmZoOKlz9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">615</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10689">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ppcx1q7RvOFMm7Q0GmnDo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Supreme Cover Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37a8f39134f4d091951abbe545cb79dbb089abe1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3122">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7570dac7fc853b09453c97f64b22462f0eeef5df</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IvJtmPLbzpxDxfrw4rMFa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Samantha Sang</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11027</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/718">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247991</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop', 'talent show', 'teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emblem3</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1md9aYaJ6Qt1FHypXICB5V</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15aa5d4192fdf66f4617fb06eab14443f38d5c4f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5974">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Kd7EaN14eunBIyNux2c3z</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hombres</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">569</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8461">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bedroom pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef264f663439ca62743543ea2414dbf1240c98f6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uwAm6vQy7kWPS2bciKWx9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331341</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bedroom pop', 'norwegian indie', 'pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl in red</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9883">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anderson Bruford Wakeman Howe</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/128207e3a66d440693b2d089de3acf52564f43e0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24480</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XTWgA3XVWe1N4qWBTNQei</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10108">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03067d58b4147739138298f3c19ecf5ae5c60531</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo classical metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Morse Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo classical metal', 'shred']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12153</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RvfPm4uzNgEzeAxBOAQZK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2343">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c409b941bdfe519167b8a8e4fd84d968915d9063</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0grZF2s6ADKiTGwf8EVZEY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'hip hop', 'hip house', 'old school hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19360</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mantronix</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2927">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9d3bb42354da8963b4f8e083e38e6634c146923</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John O'Banion</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q143cJhNgGc8GUqJKOzcZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2278">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bTTx0CRvZj1kRJwUsWWYo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcd0a82176f8716c4e18420809c6939fb8bab0d3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'quiet storm', 'soft rock', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Ingram</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209293</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11339">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clive Griffin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc77d728d07f1490607501cbe466f98d94a997e2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7piYJtFSV6vtj2pK5TyHJI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/69">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120039</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/416289b17b068740c058d053a4f8c3db0d9e9717</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Gkyjs2OYQpJdOvvmwIz2Z</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pardison Fontaine</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6030">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75S63f1AmZUa9gpQvlt5NB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2998e225b22c75d705383f9e796290307c2da455</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30306</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'rock steady', 'ska', 'ska revival']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prince Buster</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1767">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0K7VN4aHxHcEb7PqkfoIVA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/420afb038c78cab23b6e02bf5bc5c5c85eb26517</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64340</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk', 'folk rock', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawn Colvin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1114">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3e740cfaf7aeb612626d9bdaf81d4b016615291</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Voegele</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90463</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7whckrkkTMEuvqfaNfMs7S</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/709">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lady Antebellum</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/054b7d4b0f22cb6da97aa4b1f46341beb88fbeae</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32WkQRZEVKSzVAAYqukAEA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2589974</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country pop', 'country road', 'neo mellow']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10876">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">776</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sandals</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yaMfzgtXRzZMzaHfUtGX5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acb596722722d49999f13ec2151aeeb8420a34fd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2765">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b329b7ad7b567192a5e83af3b89e0597ef8b42c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33879</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VJakY5Yw5phAOF4Bada5v</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quarterflash</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8556">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark wave', 'ebm', 'electro-industrial', 'futurepop', 'industrial metal', 'neue deutsche harte']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98422</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/429fdfd9a0a7ad43ae102bf3c1ce7b3ded435510</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">VNV Nation</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark wave</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KlYg0F5KG9QNDFKaeTNAy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/31">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Selena Gomez</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be6fdf529141e69d5d5c1821d5d038ea1415814b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0C8ZW7ezQVs4URX5aX7Kqx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16476804</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2493">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148443</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cniTumSiUysiPWXapGx1i</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cutting Crew</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2525cfab2197c9fc95ace03daa965249c2006d6a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/265">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tMm1dU6Gn04VAZ9ClHcIZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b05171f457696a7596056a5e2695e462e068767</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jacquees</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1311839</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'deep pop r&amp;b', 'pop', 'pop rap', 'r&amp;b', 'rap', 'trap music', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9767">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Davis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b581d3322e4d2e4dfcca9fa5fbad99a6e274a45a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CcHGSgeYoXO72rMwBeZ2V</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1789</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11391">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Parliaments</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">401</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ve5PoI7i5jIIP1xudo6AB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/747137bf23aec03f0870625cb31494e3eb9c80b3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2270">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neal Slateford</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4a09epliVikRqsBczNwZb2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5056">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul II Soul featuring Caron Wheeler</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ryTd3phphtFSZ7gBE7SiB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1594">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee2180486a42e11b6a0dfafdba9e2dbb9297a9b3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FD0unjzGQhX3b6eMccMJe</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghostface Killah</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432488</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5308">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbie Patton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0To5Xn0CmOwl9Vg4Tys4Ov</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2646">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Y&amp;T</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock', 'sleaze rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84ce2858cf3f913d462f7ac2b435a070ea538c81</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86975</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49Cw140t9jupn4S3udehoP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4418">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'dance pop', 'folk-pop', 'neo soul', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duffy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">629501</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37NqXwtb6nIEqRt4EJSoIO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a491919a920b1c16df7a49f703936b596b4e3c80</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6967">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandy Clark</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a4315a5f9a9a37e2d39dea79603cc39a214136b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31143</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vMAKlvvMNSRQRYCAvpG6S</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4781">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86602</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/270333abeb769990ca788d54758ba7eff4488775</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Miles</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YVF0Ou5zIc4mpgtLIlGN0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'trance']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5378">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6013</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'no wave', 'post-punk', 'zolo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flying Lizards</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/887a4099662ff3f5bfd5c2e5b9e60f106d6120c9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2L9iHIK8h5HvZe6VXb0aOI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7517">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Jarrett</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162426</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'contemporary post-bop', 'cool jazz', 'jazz', 'jazz fusion', 'jazz piano']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa582c5e13fd56cfd7cafca75c59eb8cc14f2d5d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0F3Aew9DSd6fb6192K1K0Y</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5100">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'new americana', 'outlaw country', 'rock', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149733</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Earle</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UBTfUoLI07iRqGeUrwhZh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6e31701cfb9f979c1ff6b6af261d089704d2824</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7646">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Rodgers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3f03e6e1a68862e0db358a987e3d3baa04b2d84</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gaWNB3YrlTc0KRlHNqhol</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27552</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4333">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25694</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0040f7169a4cf6bbbbab3979a126f2785ef8a24b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OEqn1sz93LEk4xqzq4tBe</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">the JaneDear girls</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1677">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1cb8ee4e43660c941b9ec21aceaf48654c5f484</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103559</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ngKsDXZAssmljeXCvEgOe</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eagle-Eye Cherry</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9042">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dn69QCXtB9zFEdf7Jc96r</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/986dec8da2dfc59a8b793562315e470c52412068</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Generation J</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/677">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">578683</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kacey Musgraves</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70kkdajctXSbqSMJbQO424</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/372bb79016ddf962643fd8b5c8d10f3a1a11ac25</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country dawn', 'dance pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5995">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80f4f12e6237d78da4c71e1c13fd91932a61b300</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3995</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andre Williams</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mmEKUZZBwnzg4m6hizPyN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'punk blues', 'red dirt']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6814">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Highly Suspect</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313365</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pqd3HsfsvcBGtHvPOg6eg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8c897c40eef2320348e86b8521f77c6dccd78f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'post-grunge']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists/assertion/048d1a09/2023-11-09T20:35">
+    <ns5:wasDerivedFrom rdf:resource="https://example.com/id/048d1a099634ec4c720d0ab744e7031152281675"/>
+    <ns5:wasDerivedFrom rdf:resource="https://example.com/id/artists.csv"/>
+    <ns5:generatedAtTime rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2023-11-09T20:35:00</ns5:generatedAtTime>
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#Assertion"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2609">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17213</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JVoO5bwfU8GNuAZLpBoHe</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dream Academy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/316d41293a1bb4b3a91f3630a8789b183ea551c4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1030">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e9b4c7a180bc7a9f2b6604684942c12f0ee71c4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooke White</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6014</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1feuQE7d9izI54MoL5Lc7t</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3919">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pJEZXU2hJApJW3rM7LmMu</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Easybeats</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40635</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock', 'bubblegum pop', 'classic garage rock', 'folk rock', 'freakbeat', 'merseybeat', 'protopunk', 'psychedelic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b62a84e662dc3b4a73e826a429a1d8316dfa56a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11113">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Levy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de65c338720433894c4493635bcac7f84bd8da09</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jtt3McpcnoSu8wX8HXJXY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10562">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracy Nelson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41D1NBo5Ib5aJ7Aavt3cWS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">947</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2ad3d8375dff12bdc8b02e7213800c40f8e4dd4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5280">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Lee</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Y729ErsydFUk0LNrCkdIH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e6f0eda7766f8f447c7999c28ed9d10221c49fa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6616">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'latin pop', 'pop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3656973</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yandel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eHQ9o50hj6ZDNBt6Ys1sD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5e68de90e8589cd95b3668fc76fd6207a62f397</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/587">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chase Bryant</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7io3MyhMxDZoBYXp4rlRFA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9164a3f57bd6a21b6b1eded8ceef05100a3c8a77</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140590</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6819">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'gothenburg metal', 'groove metal', 'melodic death metal', 'melodic metalcore', 'metal', 'nu metal', 'swedish death metal', 'swedish metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57ylwQTnFnIhJh4nu4rxCs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ee3a9d186a4fde831a259aefd0f63ed806e16ac</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">650089</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">In Flames</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1882">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aIN2HphWosDXzCDUTgqWa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10016</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48e50836335b7417c5a27c664912dda4ac57ee0e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6748">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tennis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ybAN3utgdoUL1MUCtH4QM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150491</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dedd6396c32c6589dfdeeacaf3b159c1dcff302c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'chillwave', 'denver indie', 'electropop', 'folk-pop', 'freak folk', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'modern rock', 'nu gaze', 'shimmer pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3758">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'baroque pop', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic rock', 'folk rock', 'psychedelic rock', 'rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jgPkn6LuUazBoBk6vvjh5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Zombies</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">405935</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cbe3a2c20fd93a28b74cbe7ee89c833818af93f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/535">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1446898</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2dcf2d7a9ae2f3548d09ab7cca7d8351f3825518</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZrpamOxcZybMHGg1AYtHP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Thicke</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11071">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LaYNIRsyHU7udZVygHMOi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miss Abrams And The Strawberry Point 4th Grade Class</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2de0f50b7b7570fe4a3be5b7de201d9bffbcab68</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9023">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YWBNG3uxDJk75QgIfnjon</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42d5d96f162f3f9fced0c60ec7cfcf110100bda5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colonel Claypool's Bucket Of Bernie Brains</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20579</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5279">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deodato</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hE3uA2w3guHeKvuc7BpRr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova jazz</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova jazz', 'jazz funk', 'jazz fusion', 'soul jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e9f7ccc47047584b48453ab109e5658ef2921c8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29936</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5466">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Lamb</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gYUDgAOPYzdNOQPqVjiE2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c613d47c10210c318d95a95f7852c430e293a9cb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11117">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc0a520075c758c2b5fd927c5dea9cbb04c70be0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Monitors</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4esm0n9pRbF92yRNlY59RG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7403</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2525">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L9xkvBPcEp1nrhDrodxc5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285171</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brit funk', 'classic uk pop', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'post-disco', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87bff1a8ad8cd2467acc923884a575ed627e6d08</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Level 42</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2325">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4463nfFMmK1cwAWBQDwT5e</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Branigan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'europop', 'new romantic', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6870e1ae6b325ffa01da578649c583b26f5e0a6d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209395</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7327">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34XlPCFfB4vT7P1ekWq9Jc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22019e37540fd1a2526660a1ca0b506e68d00c6d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105733</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston rock', 'indie folk', 'indie pop', 'modern rock', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guster</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1349">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Xzibit</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">802724</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'west coast rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f17bd1b3b6e1b72962ad8b0d60190b5ab725ad7c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tujQJicOnuZRLiBFdp3Ou</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9242">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pressure 4-5</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29KgWvoKiNJJDixLiOQ9Tr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bae1b76800741c00cf29d16fe4d84140efc587d3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2986</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10315">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a027f2156d4ff3f48e83a94dfbccdc4b0b0aafe</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19738</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Banks</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GoR8CuoikLD53GNMZUGHN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1035">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'permanent wave', 'pop punk', 'post-grunge', 'punk', 'rock', 'skate punk', 'socal pop punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3076801</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95bdabfcd4719c71269c626d04238dbf5ad8718d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Offspring</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LfGQac0EIXyAN8aUwmNAQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1022">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5082</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51THHWH97iA2ISvNxUn6Gs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37586bff2f1245616d26442111366ecb506deed3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Rich</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6508">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a29ff6bdbcfe36f472b05aaf5922ba515074970</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'electropop', 'indie folk', 'indietronica', 'shimmer pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AcUPzkVWo81vumdzeLLRN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhye</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349447</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7822">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american modern classical', 'bebop', 'cool jazz', 'jazz', 'jazz piano']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Brubeck</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american modern classical</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6a0e86fd68166c7cd4425bc0eadab5131f4fbd1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kUKwTJdH8FuWzF8p6Dg9E</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224677</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10929">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49mU7Sl98U8MkECsd6zVq0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5960</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['clean comedy', 'comedy', 'comic']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6dc9ac5de9b3f6b1e59f29327c128e64ab31608</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Newhart</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">clean comedy</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10333">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D7qt2tKPBI7ibiSieh3J2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5934690a81ff5524c4e8411f639eafa980e80de</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arden Lo</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul blues</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6557">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/126170b2632de693bc7e5b8f2ca3fdf38799885c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">639721</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55VydwMyCuGcavwPuhutPL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Used</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9523">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hz8ohK9ESaFbJBAXvWJGL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f96e7e98754e7d02e0fc002cf2b612af0491551</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34013</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'turntablism']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Artifacts</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1667">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donna Summer</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b8a97016743ba743e42f29f513c8e446c5536e7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'disco', 'hi-nrg', 'motown', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">804021</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eogQKWWoohI3BSnoG7E2U</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9262">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LMR8u7DOMF0FBseDpTsRa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'indie rock', 'scottish indie']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beta Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95c0f1f6c272e824b48cf242b16a913b5bcbe37a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54745</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6335">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elevation Worship</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YCKuqpv9nCsIhJ2v8SMix</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">643266</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c030ba751fc2bac163009aebf1ad85c0dc2a00ff</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3399">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16436</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'deep disco', 'disco', 'philly soul', 'post-disco']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">First Choice</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4db800e0efdcb71d4e4fd08ed290aa7faa25ed8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20v3nhzoeaO2WvDSCdY0f4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5649">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stories</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1462</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/217b92f0ad7309dc7eaebfea728a57fce00319af</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31U8n9SSMOKaUcfi4KnYVT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2104">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Regina Belle</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155602</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6c37199205c89b8f3900ba3312478cd75efb970</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3J9tQvcK0bY3CcVcgRELxH</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/168">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08a4e4c0edda46a1ab4c9ee851f8fa567741d7e6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MDME20pz9RveH9rEXvrOM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clean Bandit</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'post-teen pop', 'tropical house', 'uk dance', 'uk funky', 'uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3149239</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6932">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'deep pop r&amp;b', 'drill', 'hip pop', 'pop', 'trap queen']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dreezy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">401525</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gWumE1wMALHXANLSIt054</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/719f2736bd8e113a840190781a013e946fdfa92e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10620">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bitter Springs</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PynEnbs2e2juMmx3xvBx0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7dd0821995d3c283c8e5d35e248a71c83005c2c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1199">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'skate punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234423</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ffba921f9db6d1bf44ae63b8a956e3a11fea234</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gkRNHOOt7QfhhXf0rEnmj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2784">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e0b74658f7e16190f23d795648c888c4dd40f2a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Flock Of Seagulls</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247817</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uAjBatvB4ubpd4kCfjmNt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5188">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Animotion</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eQHjJJa52LUGjBKP5UPos</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16946</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da8f210ed81fbcfea186275257c244e4528a1f7a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5704">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eRORqxEbt7ftbaaWP0k5v</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c432f2c7e1dc0ce4bab1600f4b39af4775ac18f5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9654</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy James</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8282">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xIChbcTsuYLueN1oEsX9v</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">(Hed) P.E.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99985</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a24046dc0b36de9d68b88df8294a79c219f05c3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1826">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bad94091d5b5de72358736e1193b719a2886f0b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Z02hBLubJxuFJfhacLSDc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryan Adams</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian pop', 'canadian singer-songwriter', 'classic canadian rock', 'heartland rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1253545</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2127">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yox196W7bzVNZI7RBaPnf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdc26c67ffe1c377e0521435eb4a46ce0ec23876</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Megadeth</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2244291</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'alternative metal', 'groove metal', 'hard rock', 'melodic thrash', 'metal', 'old school thrash', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5778">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geoff Love &amp; His Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4W9CuqPOk3XWnLpwT0mOTI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2194</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'theme']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db312fccca7a2feeb84c6729c8d624d51afdf935</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/726">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'brostep', 'electro house', 'electronic trap', 'vapor twitch']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144292</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25fqWEebq6PoiGQIHIrdtv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bf884e4a01f0980c39eb67a12e6c3e28f42da16</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baauer</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/386">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Train</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2922365</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0757afdaaccc60dcf993b5331479335c2f4945b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FUY2gzHeIiaesXtOAdB7A</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop', 'pop rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4839">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butcher Holler</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iqnJXHIpmCdmkECQM9YJj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec81573172c0d695a5204ec54b6ca0d69e75ed65</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4618">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep latin christian</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qyAl8T6GTcaOViaI7fs1j</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d8b4cbe5aec9f1229962219c4664b6db9d76d16</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46193</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep latin christian', 'latin', 'tropical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Son By Four</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8433">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57440</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isles &amp; Glaciers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dHr8Y0nPrnHiBOuJzuu8F</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive post-hardcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a663b9d46f352f0e5bbc2987f4464843caffd28</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6092">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'motown', 'soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Curtis Mayfield, Jerry Butler &amp; The Impressions</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ix5hK8ZoH1xIvZ1N9RFAj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6461">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'southern rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5P1oS9DUTPEqcrmXDmX4p8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148573</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9aff8cf5faf23b41d0752dfd3cd3388eec7ac5dc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blackberry Smoke</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1261">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nate Dogg</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Oa0bMld0A3u5OTYfMzp5h</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd5d1f379a33ee26e2dfaf296bbab0970ec95ede</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">684672</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5326">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon Redbone</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15261</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2eba33cb9f347b1a94baaddde89b962d7cbac719</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hYKC5uBED0V5rpKQkqgQ5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'jazz violin', 'traditional folk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2311">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michel'le</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D0WfOUqTzqKysXt33VL3j</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c2f79e67f0c0fa6f76ea69c484b792fcbc39082</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105687</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1711">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64433</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'turntablism']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heltah Skeltah</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/062a6bfd4d4ec55e83b45ae6bb5602655a3f72a7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VimeBsWv0rmWzxd6roZZC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/295">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6extd4B6hl8VTmnlhpl2bY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Huncho Jack</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">484473</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/396f6aebbee070b7ac03ca422fbd0913b4b8de45</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10782">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2a97c3eabedfecf7e104ea1c2abd8d1d6417a38</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yusef Lateef</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33XkS6h90eeK7e6OJHw0mq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde', 'avant-garde jazz', 'bebop', 'contemporary post-bop', 'cool jazz', 'free jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz saxophone', 'soul jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41991</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7892">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd80609e83d1dcf2f4b8c023899fa69d38fba193</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tomahawk</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63841</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yyZgcrQ10gThrJxzqogiP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2009">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10088322</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pink Floyd</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0k17h0D3J5VfsdmQ1iZtE9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e69f71e2be4b67b82af90fb8e9d805715e0684fa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7241">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7voCqDg5xgF1LZFrmbPS7w</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcba5d0c544e453b4f719848bdaa7ec8377f6205</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74172</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Haste The Day</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7436">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33bzrYoIWLx5uox3y0VtHn</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo', 'bluegrass', 'jam band', 'jamgrass', 'new americana', 'progressive bluegrass', 'roots rock', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dc05612c79a22af81fd26a8f7577115837695e4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greensky Bluegrass</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109570</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/727">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31HjiqargV4NAw4GZqUale</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'miami hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75198969d62d204a003165ca7dd5a9eaa1ea2336</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ace Hood</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1052956</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1785">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jLOGxY81S3FNq29X3qvmj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hex Hector</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1226</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/987afbe203b10fb9659bed90db6a723d0c06f55f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6322">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5e55e1705a113e24c035c9820db80474ac2db45</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'emo', 'modern rock', 'pop punk', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">395960</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coheed and Cambria</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3utxjLheHaVEd9bPjQRsy8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7365">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6057779e39ad8b91eaca7bfcb81a6f551644725b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18872</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">People &amp; Songs</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DLoqaxhfWU5litFyzLqn8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8911">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16444</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Rw6QrPXqHRyJwdPtY6ArB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danielle Peck</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85616d4a35246ceb97e684cabd4c1aebcb0a395b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2349">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8bb4c50b7545c999e1b03a5b724272b4d4314e5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'lovers rock', 'reggae', 'rock steady', 'roots reggae']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25102</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marcia Griffiths</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qLV9FR6ZVLS6W8drD78hM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10552">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1033</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P.F.M.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian progressive rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69JBLod15WPsmZioUkwA4r</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian progressive rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee0a0874f5971a82549a479b6ae5563b619e9df0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7284">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hopebeat</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171340</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smallpools</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iiQabGKtS2RtTKpVkrVTw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hopebeat', 'indie pop', 'indie poptimism', 'indietronica', 'la indie', 'la pop', 'metropopolis', 'modern rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9dde17d8af9c1d6e2cb0f176e62e1bcb896996a6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1506">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f0fbe83c6610dcb115a0350f891f0f6e4cb85db</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uPJNqmDRzjZJZXXG6HDtt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'neo soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remy Shand</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13363</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6148">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88a6b02c0c8dbb1f9a0618bfa7a0ff4f69ab11a1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JN9Jxm8KeX2T3uhedhksy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10504">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">678</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chuck Mangione Quartet</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11QKTxjqZm5sGnumdFiU9O</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/995858ec62f7f49f51ec265ceba31491cdde72ff</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10799">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original London Cast of Dames at Sea</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb3cd3ded156c0a48b5d8615689d97e572bfe0cd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h2qsvCq0X3uQdMFqyQFqr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1707">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ksRONqssB7BR161NTtJAm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df9a1dd7f15d98cdbef3ee8c44adae7dec4142d6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302432</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ace of Base</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'eurodance', 'europop', 'hip house', 'pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5918">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bb0fa7fdc08e57dc66f8cdda6c784cff75eabb0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Fardon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">991</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cqaF1Hz5pEtXVnthnFVmU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6895">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be4757c033697c4535381131c9807dcf51ca0ca5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'jazz rap', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Z8ODXyhEBi3WynYw0Rya6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">De La Soul</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">443365</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/909">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chiddy Bang</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40giwFcTQtv9ezxW8yqxJU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d133623e6475286c8148e4e72f7f9d7f66da65</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349547</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'philly rap', 'pop rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4677">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lfa4RITzv9YYdQwvCxRoN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Solo Slice</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2156396197091adc10ce957fd8f95324d50ad947</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3878">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7d7AZ3CQC457bFhK0wHpSO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8346a8394cd4dfc7c13c65773f9ec2a2107ad1f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scott McKenzie</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23465</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5764">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OVa9YQofeQkzTCq2MtUxQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">807</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec4676d540d4e3b8e33f1add04f163d0e205ea2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cochise</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10978">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Gilmer and the Fireballs</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcf706b05dc9363c6d4e55f937d00bf70a1828a0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KzeKnfUcbi3XjOftOggwG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7385">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1d6ac31792e0a83f3e36037342ea117b9537cc3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1289200</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hYtANQYrE6pd2PbtEyTIy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Tigres Del Norte</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6440">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dimmu Borgir</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264411</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02b100b65099d46adab7b95d4811b0f873d39623</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6e8ISIsI7UQZPyEorefAhK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black metal', 'death metal', 'groove metal', 'melodic death metal', 'metal', 'norwegian black metal', 'norwegian metal', 'pagan black metal', 'symphonic black metal', 'viking metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10308">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Howe</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6W7XIO8Ua1RIisnSf0QIoI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30378</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5340a67beb21ed164c81ed1c07f285634fc2b93d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3994">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.T. Lauritsen &amp; The Buckshot Hunters</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['norwegian blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">norwegian blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Krddkkhkhg2FSbqQbKmp6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe5503b5da6139c676d1002b8ef81c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10407">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93aba0b5f33cc4469dfabc4896530ea23054a366</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Top Of The Poppers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">026cfb1v6XifVe4poTRAoe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2112</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2954">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Korgis</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69zRcOlNdSZ17VfIZe4VU3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7045</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfe46cfa05f63f985c6be9c3c89c781413be28c4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3463">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97332</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd90f2618b1e1da9f3fac41aea434fda7dbb3626</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yzE49FicYiSxN61oaxkNn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'classic uk pop', 'folk', 'folk rock', 'lilith', 'mellow gold', 'singer-songwriter', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Judy Collins</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9724">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/923ca4d21ed9f933fec4cba6d2a614e064f64963</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bass Outlaws</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3323</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ttL1bFqAXXtJcKvhsYqOD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3611">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'hard rock', 'psychedelic rock', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mountain</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LCp4MN0SOIVWlssid9KyE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c602229d8663c4cce1fc123e7d45185fcd27eb9f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127987</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6330">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MK0sGeyTNkbefYGj673e9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black metal', 'death metal', 'groove metal', 'metal', 'polish black metal', 'polish death metal', 'polish metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Behemoth</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281305</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56df76b1c29b869c871fe7f37053ba68f573828f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4049">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fed0afd2cb64fb316dfe9048a210450cdedecc26</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allan Sherman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4148</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1enLi8njBlk1YlDg44MtJm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6199">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7563c449d36a30b658e46ba2b869aac3c7f29da7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Lee Lane</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BSIAYwiStOqzTuq0wZu1V</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2217">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa6df0fa768c962c627b26c10dbb50e478cd8cd6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AyywyUcQP99oit737gZK2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lighter Shade Of Brown</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'gangster rap', 'latin hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31837</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1507">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B Rich</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4b23fd266c8d74f85cf83b3189d0ebe659d08a8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68fDJuObatoaqeQflMJ25a</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2715">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4etuCZVdP8yiNPn4xf0ie5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">848602</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julio Iglesias</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e79aad9792c92e4f333f8ac9976713b8d63e7bef</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7413">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uI2HyW0eIbTbyH3S2XDHI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60389</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freak folk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e32f0f734e1fba663a3eb7c0ecd84b38a5726744</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Tuff</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freak folk', 'garage pop', 'garage rock', 'indie garage rock', 'modern rock', 'neo-psychedelic', 'noise pop', 'preverb']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6344">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SNzxY1OsSCHBLVi77mpPQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'modern blues', 'modern blues rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Bonamassa</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afc82df1e0b13bc16b5422210d9cbe3bb573ac01</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">486476</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6142">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marie Mascari</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cQcdKlpsgSXtRa9HiAsux</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7071">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'folk-pop', 'heartland rock', 'lilith', 'mellow gold', 'new americana', 'outlaw country', 'rock', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf1e592d8a70f69d8f40c3ce70d2ee8234b845d3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116906</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucinda Williams</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60ht0hWRy1yjUDfNsLuHuP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1685">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'british soul', 'dance pop', 'europop', 'neo soul', 'pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fwuXg6XQHfdlOdmw36OHa</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86a2147d283bbe7926a8735c7ae56e76cd1911aa</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paloma Faith</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">758943</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6064">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qmpfeyFFJJeOzSF6ZJ0oo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swamp pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swamp pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">575</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy McLain</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a8ec9b741cf104263d965d9b03d5f434495f7fb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8835">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824485</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e9a138bc3e9864cedd0a3d35e53e9ac8c23d0a5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LbLWjaweRbO4FDKYlbfNt</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kaiser Chiefs</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/190">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12988215</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daddy Yankee</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e77af6c6f2a7191df0b82bba7c24cd43c439ae9d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'pop', 'reggaeton', 'tropical']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VMYDCV2IEDYJArk749S6m</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1598">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OsUvoKmZA2gw8rETtxGlz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c6fea8d2010c902673410bbd3aa5b9a9253c135</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vitamin C</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40939</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6796">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oOhM2DFWab8XhSdQiITry</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tycho</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b8c0fb480de1705f942dfbe53dda278280d335b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'downtempo', 'intelligent dance music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">499695</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9100">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1abc916e7fc683a156d3cdad5b2ced754423621c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e36DF0IaZI4JXfIf95ppT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8402</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Gipp</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6858">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S U R V I V E</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63140</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b13922d1c51b3b65c8b78cca90ff69200925058e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">spacewave</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12cKwxUl6Ku3VpSB3LjrM5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['spacewave']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/361">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'europop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rSXSAkZ67PYJSvpUpkOr7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Backstreet Boys</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2501524</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2212df3b6160f0ab0f1c8d5010e9218aab96fc0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6045">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Qix2PtaC8xSwi0cbepQc8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2663c372338ff3aead2088c146e08286929cc961</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Lewis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/418">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mayer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hEurMDQu99nJRq8pTxO14</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/093f63fe03e52d014286eb6e0afa9a099214cf65</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3987452</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7676">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r9uIJCoquVtEkCkvcn8Ez</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f429318043149b9031443a9ba94a1d5781c3d50</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">329454</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Get Scared</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11385">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Martin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ef14f40cf2f36863332958cc7699c39e32bdc57</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2495</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EFbbYqV2BDlRwk7A1SGtb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8092">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46994</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british singer-songwriter</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Mk6GS1Xr5tqlQyPNkMZzx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed154a786b485388a4948020245e59ceda768d5f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british singer-songwriter', 'classic uk pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rumer</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8552">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a564510a095c07197ef41fbc2d0d05914776719d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73470</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'chicago indie', 'experimental', 'experimental rock', 'fourth world', 'freak folk', 'indie rock', 'lo-fi', 'math rock', 'noise pop', 'noise rock', 'post-hardcore', 'post-rock', 'slow core']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tortoise</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WggbHDpj4rPKbL97zG5MQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2429">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">383652</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">530Sdm7eqqzWBdDmILMgnu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Palmer</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0f9136003814386988d37964be13b1da0b1c6e1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'classic uk pop', 'dance rock', 'disco', 'folk rock', 'heartland rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8968">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2z3984YB48d3CFltzVlFYE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raul Midon</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab8f32546f647c017a0f5dcac8bdd6152943426a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26212</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11316">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yBedD5fX8y3PdFe4Mz2Iv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aldo Gualea</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba91447a4e88c27ff875464a8c2df83e00515938</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11387">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9573b870661e49257178f5342862df5a1ab68c6e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Attack</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xDHTY5TFdVXbIt961koTh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1700</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6545">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">205731</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qBZETtyzfYnXOobDXbmcD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51745ce1da01c4b3e3f53218be4598a87ca1d962</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Elfman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'scorecore', 'soundtrack']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9064">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9511</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26941ff0cbf091e57c373d2a43d6fff6433b6fb3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'skate punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Autopilot Off</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wjKPzpc5xkAuPxaSXaUXJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5585">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">355</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van McCoy &amp; The Soul City Symphony</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GA9fykGa5V3ONWHzKpzwE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6731">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24C4CBrPP5KOOIl31D68kd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3dd56f7dc855a0307f6f3a9006245dc2a1139040</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18288</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La'Porsha Renae</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8532">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eeb3b2e4b948c12126b573e204750ed144fadad9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Gold</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SaDfdMcM3Iv0qK3DoT7vO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4445">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Icons Of Latin Pop</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3m3rxBxMWtUeM8WH0rGP5m</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0be3093acc9b06907b9011365ecc7c1a7d8dfa6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4198">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N.E.R.D</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b589c353b05ad9aa1db13ca2cc04dc16e034b4d5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">485610</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wPoxI5si3eJsYYwyXV4Wi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6544">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big K.R.I.T.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2846df6e922b0a5bc508ce65cb99af6f2e0e7b8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">492026</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CKa42Jqrc9fSFbDjePaXP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11417">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3457</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lovers rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nadine Sutherland</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lovers rock', 'old school dancehall']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83fb19ee13ae957dc7c5b6c3cac80ec493efb4f7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SaSgAC8GbmzRyCuhPtWdd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5938">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QKWgt7dR6ePnanKaYqqBl</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee9b92fac230f37f6fbe961e95db776640992b26</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['belgian pop', 'classic belgian pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2831</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">belgian pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Thomas</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10850">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shondells</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db9488b5920781bb42680a49790e8be52ad6577f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">334</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76t0wmOQWGjMnUDIvmrnSl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1790">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e349dc8d2ca7288f36284939950de7d56fd553a1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rome</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14275</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BvltIR3D11htiOg84sbVX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8277">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3O5v1qkExBx2B6i9WTWhOE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Canadian Tenors</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/647da0024578eb2855d7576cfd54099f7ff3e055</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22692</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2130">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L1e8CdX4rdh54b8mIxMqB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Lamond</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fa9f786f4583c56c3f591d7f60605b4be0543d0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16235</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2614">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KgaTyWVuSJ5g4n7OMmRIz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a32453d017e96c03fee14710650a9b560bfa7cd0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheryl Cooley</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5066">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ De La Groove</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f850fdc1fc342d25f8c120bb80494d2a37db4c8f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49D1YJBrNLisNMAKa1rkdR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10734">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oliver</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e029604123371fa53441e5a164dbfd6ee41d76f7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kb6QzbZO9Z7UuHN1dPD7h</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2080">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snow</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uZFBSsMiooimnprFL9jD1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d0dec8e40b3e19bb48690caf3d8f9deec7b9ef4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32484</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1727">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a08468bbe0df0e93b4f5b97d10ffa8bca962602</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'disco', 'lounge', 'mellow gold', 'motown', 'quiet storm', 'soft rock', 'soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">388011</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dionne Warwick</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JSjCHK79gdaiPWdKiNUNp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4671">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QUIxJh1rw7FrbtvG6BbnA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fa5a1992cd94cc28c381cc57ba50c3f825a261c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A+</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2245">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dVRITwfej74WkmNpgYVPb</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6faf3891389ce16baa05ac37368a1ed6f50524c5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chubb Rock</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59229</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'hardcore hip hop', 'hip hop', 'hip house', 'old school hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6201">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hondells</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mPcS5Ye1uv7N6KiuCeI7E</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4678">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mick Guzauski</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kBkJhHwbshC3wJJphhkMz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7604">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8564c6e3c0b6321a890d93c33c56159c0f461a02</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama rap', 'deep southern trap', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dFJWWaHc5Z8oQbIRgBcwQ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doe B</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98833</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1550">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'hard rock', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ey4PD4MYsKc5I2dolUwbH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a70e0a22056cf078a7d76f5602e59d969ee9f530</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aerosmith</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7073440</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4064">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ralf Hildenbeutel</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f20028873b65775e09ec7b898195daab37d5d09</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1033</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cpiae3VUqBtLzkOSwycrf</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10551">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d7a32c91ab563c852f4d61bff8599726ffff4a8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Page</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oiQ9TEv3AziiXYXR21NAV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">454</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2920">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9586332fa1649a047e9bf1050295ad06547014e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pvPkEAN9xSrDrIVUOxWMB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32009</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dottie West</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6963">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b3f4a3b7c97dd91aab0a77c3aad97c142771b49</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0I4Bk2s2BUJyykCwtxx8Xx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith &amp; Kristyn Getty</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'christian relaxative', 'roots worship', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38934</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4610">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OqQbeNe7Pi7Zi7SNTi9ko</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acfe8d1912070d9f6af7039ea09b00e3b972c7f8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Gilman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15829</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9206">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pax217</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91233aa8af87746f9a175f579e3712a3523f418c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52BrJWa29mZPy5hgDIs6d0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3513</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4941">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3c28abe45b49c7b9b9eb19b9eaa152662c05f3d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tag</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uXeiLKVmrS5aG3TpQbFUq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5350">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'canadian singer-songwriter', 'country rock', 'folk', 'folk rock', 'heartland rock', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodney Crowell</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36694</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QIJ2i8I6urte2scKgkVoY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f76faf66ee3978a45c838825048ca26f026766a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/905">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43d2b949b75d07184f0a1976e838f2755dd529f3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1001985</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugarland</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hYxQe3AK5jBPCr5MumLHD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7782">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26084</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedienne', 'comedy', 'comic']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b30ecfca802d1d4b9774c20be70e66b941c6fcd8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bF1kZnhlO55twMXqZQIhX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria Bamford</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedienne</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6935">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'deep ccm', 'roots worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/904e2795ee105fb7078e0fadfcb01a892b844efb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136476</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6j1fmLreVuAay7k6Gudfa2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leeland</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11274">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41783</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yung L.A.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb6a0693d679c2b64a8bff8a2866ee3c1d44cb77</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xUMw9vaS567MBBjsoLslo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7426">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79db7489ce0ff4dd89226bb9a5e75a049355f1a1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6emHCSoB4tJxTVXakbrpPz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karen O</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101677</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'folk-pop', 'indie pop', 'indie rock', 'new jersey indie', 'new rave']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/807">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madonna</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tbjWDEIzxoDsBA1FuhfPW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96b4818a65820e91e0e17fcf55a4d2213b019ad4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3298162</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9024">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d97eb72474658bf48cc8b735e175ff7c8dae0a7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28319</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GmanMVkSuu0Dsn86ZW9lK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skye Sweetnam</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10203">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kEFSCGTTB0H7ql5U67VsP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">297</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c67299d5dd8aa4c2d6b73b16cbd155d724e9d516</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kasim Sulton</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5557">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27376</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mighty Clouds Of Joy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1i6bV1rRKRPTyssKZuLfwS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f5fa2c4c6d59dca917ff2072a7481aa30886ef6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2523">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris de Burgh</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184208</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RpHsROrX075xfIwHn6B2U</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f4aa9503a96586ee84af40e85270b3308a0d791</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5529">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">japanese r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d69ca542706df65e2b4e435e30434747162d3a8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keishi Tanaka</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5G0ElMmupqds9jeahi6BSK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['japanese r&amp;b']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5155</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5638">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cc9deee89e53f5f065f207ffb747b95e9c9a966</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1327</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Hut5CO4gDNYQfG63a7Wl4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha Reeves</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5250">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3U7k7hBsHF9dy4ELW53Wrv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Anderson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/359fe71bcb9f4976db91547820668384936fabf0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204751</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8961">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75fIuwXxhZ1atNzWLMrgF0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d753d2960982a7d60f81229adc151b9f3cd014bb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35953</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler Bates</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3911">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">421kKwxa5GC9nLddFuqtNL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6e4000ebaf05e45e7559e917baacf90dc666038</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toussaint McCall</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1249</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/128">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calvin Harris</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17931325</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electro house', 'house', 'pop', 'progressive house', 'uk dance']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CajNmpbOovFoOoasH2HaY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fd90cd274102d458ec3a9243ced32e659738133</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1050">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VWF2yvImHN0qwgLPzeJm1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5eda2d499c74869ea958e899a767f267d5f6edc0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweet Rush</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7117">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27061450fbcebd62cdea92c659bdd95ae0801ad5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CCjtD0hCK005Bvg2WG1a7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carnage</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240730</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/302">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Tracy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173874</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2904ee0c49352ab641262049aa105678d0946554</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g63iWaMJ2UrkZMkCC8dMi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark trap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark trap', 'emo rap', 'underground hip hop', 'vapor trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8634">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9675</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AfDeAE9DebBuxecThmRsf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel r&amp;b']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Aikin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4525295a2bd3fa4559d0d9fd79c46731115aeb7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4379">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff2ff2c21c7c87327c0ce84b0b04953b09ba4b50</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Esthero</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VmTG1NmumTwTIOGbew6gH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22272</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1555">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155100</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5338fdSzGNOFD4cxAxDTeq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Carter</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9d57fea53a61e0179cc0fbe1b293f748f7b8b06</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2561">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Geldof</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10767</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish singer-songwriter']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bvtY9dkfSa5yKuogd2aLU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish singer-songwriter</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e3ab66882b2175c4d8d21ae87ddbe2c50d36928</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1424">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200465</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cold</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Gw3a3BkWLwsMLFbOBmo6Q</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53001c99137e302fbdb8246e07077006f0f4e537</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5159">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01Wck2m10xhdxUrLaMq60y</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87464</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd758d399dd32b9bb9521c93e7cf422105ea203b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rene &amp; Angela</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10352">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KYTOaijsJq1rL0PC43LcQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">892</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Gerhardt</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2677a8b2d26b1c0c2a5b7c1cc11288c369bad9b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3106">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4420</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City Boy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08dazMCiWeKkomvpDLSetA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a22640bf276cabb1a446961e6be9c2788af9651e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4420">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11197</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f91dd2a87b8eddf73f2f64f361f3d9b255eb378</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flex</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TuQmYJdsmdJc48SM3rtV4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4423">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PsXaVHxOy6ZhrsJzEcoC4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hit Co., The Tribute Co.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2740">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Oedz03PvIZQvBJBneRd9S</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc1c904340aff073e32fb8ad641c240b3a8a08c5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mink DeVille</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'pub rock', 'roots rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17428</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2649">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U.S.A. For Africa</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sF6m3PpW6G6m6J2gzzmzM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9128</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ffcca8be7cb2da41cfe45958cbe8724c8cd6d24</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2179">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/851213df976c082c14ca4160ea902ca07071c17c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6x6uPE0uEpYM8Se3v7kR3H</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saja</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4142">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afeb087384d9f8baf3975e6b54c8c8ceb27e235f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1242</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenny Welch</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4i9IEoaY6Q1v3Puqz3PwC1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5924">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DjoQKQjrxrfTW6QlQEyDE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cherry People</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9cdb07b2fd95a9cfc83ad0f4213cca781312e05</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7476">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horrorcore']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dark Lotus</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horrorcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34pi7XANRzTkJ78RuTOLwa</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61625</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86d3dac7aee2be692d57272cde2c43dcb75b5e3d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1282">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindsay Lohan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">517054</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a7034a110cbc1d83c41401f5b418d8871b27c2d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vRSocKbGh7PsQrYRDVMEF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10149">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39488</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'ska', 'ska revival']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5544a6b5e6eefeb78277c427faf1c3d3bb09cb7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dmEUAQBopYUrsMnQnScWL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fun Boy Three</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1770">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1143576</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'breakbeat', 'electronic', 'hardcore techno']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Prodigy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4k1ELeJKT1ISyDv8JivPpB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e2e5f11bb583a0083870e57bf9e1e6eb391f4c4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1187">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19I4tYiChJoxEO5EuviXpz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">523545</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'emo', 'pop punk', 'punk', 'screamo', 'skate punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AFI</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81317be6e6173588b10283f72e76e671acdf966e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7251">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c360ded8fb8ba941248bd1863c29959744f11f42</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reality Test</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17571</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hGD47LaZWcMLj1gH3uru8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1228">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">641206</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tFN9ubMXEhdAQvdQxcsma</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82af2788a1423143a5edd5ec1c3301df85717590</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessica Simpson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4230">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3626</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5ced83d8d49300a94273484270362d8767469d9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ElMTvVPnRlpOIzw5vZXRQ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madi Davis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9615">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21594</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daa48d22770a1a9262abaf1e6f68d7fcb9e222e7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buffalo Tom</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6paRdA1dkAEb0dWcIS4TOp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative pop', 'alternative rock', 'boston rock', 'jangle pop', 'lo-fi', 'power pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1372">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Flip</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'houston rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261730</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99cee0c8b7c9e6ed3a39f93f2a30b9d2300d5230</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Q5sPmM8j4SpMqL4UA1DtS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3047">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vYkHhJ48Bs3jWcvZXvOrP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'folk rock', 'folk-pop', 'new wave', 'permanent wave', 'protopunk', 'rock', 'singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patti Smith</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">492015</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6752653af22e52dc99f454064a072b637634439f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8838">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cumbia', 'latin', 'tejano', 'tropical']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50345</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04e2fa720a500453f528524b1f83629fe5254d5d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A.B. Quintanilla III</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MP9bH9aUryiKQeUvABLIU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cumbia</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9664">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e43bb526316a72e8a922d44e29e70c4e417d0e6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandy &amp; Junior</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">304993</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05mFGgWzooDQMWGNcNsM05</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7404">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3 Winans Brothers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xbASS1kd4OAMYms7T3uo3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1166</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c530f713634d46d03def81f67b09a865fd394016</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2461">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9aa29c2bdb8a55ab56f0942745120a8a5ae23f2c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZfogSsOWP4mVfEqfpLXCt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Church</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'australian rock', 'dance rock', 'dream pop', 'jangle pop', 'new romantic', 'new wave', 'post-punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100367</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9170">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a857da0fa47d0956ce943d2f647c34bb2a28ce95</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fTcs8dn9y6XuB2IqZMzBq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SR-71</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62955</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6356">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8db22e8f1cc09c8d853943ab87ab2e8b7d63ecdf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pSObt5Fk8izuX8ZfI3jRn</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Upchurch</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">440777</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'redneck']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7751">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ab4ca44fecd0587f5fcfb84b2cf3656d86abe77</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">North Mississippi Allstars</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">714osTgzZrkyf3SGjggpfY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'funk', 'jam band', 'modern blues', 'modern blues rock', 'roots rock', 'southern rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50969</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/446">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie electro-pop', 'indie poptimism', 'la pop', 'pop', 'uk pop', 'vapor soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ioOEWNNGK40H8xrGj6XPW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140240</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cca30d13aba47398c0a016d902a473bb3f220ec</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">XYLØ</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10316">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/702cc9dcad7776951045091e933b29743dda2f86</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'british jazz', 'canterbury scene', 'instrumental rock', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19537</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brand X</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DngluvBNHm2Q0rLW1yEqy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9481">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Tallarico</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gxG8dxYpWw4KpYkH3TFgq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2187</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62c414db60ee12533b27aee6dd5a89a849bc664d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2330">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44f784bbd173b9dbbaf6ca2f41cac1af25002543</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance rock', 'jangle pop', 'new jersey indie', 'new wave', 'new wave pop', 'pop rock', 'power pop', 'pub rock', 'roots rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06KgaEpSluofkcChSo7TNr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38151</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Smithereens</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N816e3a367c98438196665a31d525b33c">
+    <rdf:rest rdf:nodeID="Na996b9cfc89e45ea8caa24f8a447a79e"/>
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/artist_id"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6430">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">524158</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35Uu85Pq33mK8x1jYqsHY2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sevendust</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47ed4841388f537d6c8e3486c0300737c4e2a77e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3980">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Big Heat</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9942009cadb62a8c287a598cc668aa443c0f329</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51ebqvuIfuYeltpeiozVok</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2032">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0052c043eab388b7bcecdc5e9ef859c1dfe0f148</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony! Toni! Toné!</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'funk', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">466310</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vWlb4pM85jCHvV771qZZW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4629">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DMUoszTJYruOq4wfJPLSB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2891</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9026fd9f047eaea7ff37bc541e36858d576836bc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drama</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8988">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fischerspooner</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70358</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electroclash', 'electropop', 'new rave']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46ae3d445b55ac41558f84dc58ebe90599f80043</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5R7K1GezC0jy24v1R2n4x3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2925">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Vera &amp; The Beaters</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QQBo7mfkehMjDfz1tj5Pq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2234</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac85cc08d77c3398f7ab5b81a580441389d8a0ef</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/403">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a15385555929645144890a04ac9fb8702dc7b165</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9899</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AsWcQXw4RJFRWBbwa0ti0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zayion McCall</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1477">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pastor Troy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243266</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3D04N2X2w6vUGeyG94FBaY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19abd12eb4a7fea3c2b57906a1b79e50adaae9f8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5237">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e20ba5c00629a6b725cec559ee6979b1601b54f4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kQXfNK3qQhHzHrR078qvN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">410</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martin Briley</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11355">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Taz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1018</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fd6987ab1e564f9f772a30d7444a7d04f40812e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZKvrkPb0R5PrHmHISLBTo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8615">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian punk', 'christian rock', 'worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kFLnclYFc3gzpNt13wim5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seventh Day Slumber</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e9620f774a4f1c796170122cef4d4672b012131</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61977</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9334">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/367f2b8c0512f54deecf7e42b7017d5aad82921f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76612</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Apollo Brown</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151BUVKmiB9rHDjIkgbeVE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5531">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cWh5zsmOIFhuPL0Ay1e7f</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e0459f9c84193d3f7b331daab7f94ed9021b0e8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Negro</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26776</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'deep house', 'disco', 'disco house', 'tribal house', 'vocal house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11089">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5npjVGVAv2zKLAU00SIU81</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz violin</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cf08db41f5184f7bf673d2bc96e3874bc0004c1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz violin']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daryl Stuermer</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1075</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2141">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Extreme</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e7741cb7b514cea100b90e08c3043ca23882723</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'funk metal', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">258177</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6w7j5wQ5AI5OQYlcM15s2L</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2878">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04e7dea33e2351173a72bb94214049f35dd4c0cb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'no wave', 'post-punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Tom Club</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1m24736Bdew1oQVxTePOCo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59616</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5297">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GGDnwXsF5e9gjhJMRZ03s</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Paul Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'southern rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88dd6dbcda2ba9bfe12e09f0b9b336fe7d76fded</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2430</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6452">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">430435</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc7bbff4f9edd79133095a97deebbf0117ba80b8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pennywise</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'pop punk', 'punk', 'ska punk', 'skate punk', 'socal pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6i0KVTOvm96T55mbp742ks</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5739">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lRZc7Aoa2mFClbb2bKNqI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c710036faa3180f256b8e1bacb76c02e146c6291</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock Flowers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4964">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2057</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h0Bl9CjL9SlYtiN4i6azz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Phillips</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a03c2d29399e51db421be29937c3bc582d6f784</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/877">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keri Hilson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4292e99f89f4a9e75e9723da5a0d592ed307215</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63wjoROpeh5f11Qm93UiJ1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'pop', 'pop rap', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1079699</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3231">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Gross</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u2E9OhKS2vkxi08itc25a</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05feaec86ba174228b3c45eba1a748f27b75a99e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1510</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/647">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerrod Niemann</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339667</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RKP52f5PNDCRZ9Luq2Sr7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/925c1b8eb2a5698832fa71d3e44bcbf2d6b5544c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10982">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47266</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'vocal jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FNHfTn3yzVpqdUyWwej0v</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e20b2a066e4b232fbf265a9db2952c550305fd02</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Durante</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2543">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7481</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gregory Abbott</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23ed46da22e5176ecdb0a97c199d325ebdbdd7ff</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zdcmro5vDQSUjeioajL2r</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1250">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Collipark</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1119</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2668b2e99368fc41577a86f229f2337472c4b4a1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EtuDyQhDQYISGg1DU5qZj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4675">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'merengue', 'tropical']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c22GXH30ijlOfXhfLz9Df</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4015340d49d93b66d9efeb688ad5f083057d3da6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356749</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Crespo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7252">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93299</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XFBXku1ro7p7bjFQk98o6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acba99506b2a24e3b100f04b88d51a6965b6459e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christelijk', 'christian alternative rock', 'christian music', 'christian relaxative', 'roots worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christy Nockels</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5794">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jAm8kAFadTjV4Y8JHNJwo</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ac5ce118185fccfe00f77108a885736b12a4a64</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert John Pedrick</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10455">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c724a804bf2ade7506852dcfcf2317e857932c6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron Carter</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz double bass', 'jazz funk', 'jazz fusion', 'soul jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wnzivx3OQ3vjrySAdTdJP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26989</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1577">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/028502035327354b00816c2f019274a1b8286206</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'pop punk', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">795713</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Third Eye Blind</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TcnmlCSxihzWOQJ8k0rNS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8065">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'latin hip hop', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Inquietos Del Norte</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pgvlX0BkfmeirXTDiNmya</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcad71c8e9bb2c5954f73456c75820644234fc22</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">570945</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/774">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anne Hathaway</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09f4a0a499359540e40075f8e912d7c3e94bc4a6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nIyPY7J7G68WgQEOLHn0x</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27861</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'movie tunes', 'show tunes']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7656">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Algebra Blessett</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27610</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/757724c45f00c2c88980c50cf39f2e13fd200124</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ffXbLm7KIcfu3M1ee0UkP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11302">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50743214da9a005ff7af1639237b64da8c426675</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6piiChdjB4mmBVvOs7rWco</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hollywood Stars</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3957">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qDtyCZRYrja9CoeHXV6FD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bachelors</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17240</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30890d96874fcb10111662c2407841d183e727ea</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5660">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2571</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Moore</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f40ea90dd8af3d06fd6646083277cc4ada233aa4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'post-disco', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EialtL6J5R7O0exgdgQ1w</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8523">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eFo5fMv53RYZBYlvT5Z6a</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/631a43dec8590d7ac25a03fec4e936e5688027cc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trumpet</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Botti</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trumpet', 'smooth jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87826</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/47">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17193</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Plastic Ono Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['experimental rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4m2kfAHEnK7Z7qLGxeWtro</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3032507cbaffc056ac1ed19fcd9b761adfc4d5e9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">experimental rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/568">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LnaAXbDVIL75IVPnndf7w</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Foxx</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3823abbd476fa00cdf95a9f5cbbe09d2f96add2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552880</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'pop rap', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8867">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gxpZdWXJWyfAaRU6igwKU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Prize Fighter Inferno</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17515</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85cdc4bb1e4ba4a823e9f80c2f172c11bd94fd41</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7149">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141992</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['duranguense', 'norteno', 'regional mexican', 'regional mexican pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7bbb340c06669d86e643af73ce859d69ca11cb6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uGhSk7fVURjDaiXW1FSbL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duranguense</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Maquinaria Norteña</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10102">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21128</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Malcolm McLaren</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ihCM8I0fpWodgjo0mTlhZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d57afd04e745018c4506f4b5ad21ca14ed1c8672</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2197">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">998303</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fa0cOhromAZdq2xRA4vv8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'dance rock', 'disco', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/497d5ab922efde75e13ba8ed2471420a9ee3930f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Simply Red</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1017">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ab605bf41fd56d51e41b832c0c64cbdb9ed9f6d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ej52CNJlhlwWROkrcjKLL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GS Boyz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29048</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1014">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'norwegian hip hop', 'norwegian pop', 'pop rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madcon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6c4sUNBgdonFJz8Kx2VsGz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a6e899eb0b80612a89142dac8f72acba8aa35a6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289857</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9646">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce8c6012336cfa3eb21b9820177e350379fb5988</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bFhgZ2r1FAFu0XyttZYKl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dada</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4825</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4631">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1666</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">#1 Garth Brooks Tribute Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b819275c3938174af76aa055d2dc2e7759f8401d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31TtMvQIZOdNo3JOCExGlj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2025">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64853c1f8cabccdbf8be496ac0f83167a9a55993</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'jazz rap', 'nu jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LtIfuFeAamus9OOItuWDD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36336</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Us3</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9777">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161875</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SAPzv3jNXclYYSHOnJyjg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Compton's Most Wanted</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d3fde63e14ad735d96eb861225b5b8b6dfcad2d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'west coast rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7504">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16398</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tessanne Chin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gtaVMrNBTAFtlzYTeHNua</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98b4b7c8dbcf30c8878adc69e7959d935c2f2b2b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4227">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5468a0c275e3e88b680281f69591b08503f5ebd8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Pro</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QQVBYuFqkbV1je2L9aV1Z</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1253</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9619">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DkkiE0G5N1d1AOG6yTMOo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Three Tenors</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43790</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8821d563fc3937d33cd5ad656f8a3fcbcf617b8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8052">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/382e1123192a9b2c8da4ca16a950a6773c0b0bc7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xpkLC1MxiPRiIJUDEzuVm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Odd Future</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'rap', 'underground hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">575615</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8561">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11wRdbnoYqRddKBrpHt4Ue</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ef02a528dfa5496a410aa80e8b0316574ca95b7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1168533</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kasabian</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'electronic', 'garage rock', 'indie rock', 'leicester indie', 'modern rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6333">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91336</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">High On Fire</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eiIIImNeUj3vpaocWqoOf</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'doom metal', 'drone metal', 'groove metal', 'post-doom metal', 'post-metal', 'psychedelic doom', 'sludge metal', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/921675f06b945cadcc108521d5fb497eadb1cc2b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5759">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MMR49nJeqLAFdb2hfXNfF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seagreen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18aeb1a3d992ba2cf66a9e7a037172e353f897b9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7836">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183003</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LFbgsbEhfilNpQYW7mied</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shane &amp; Shane</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/113a9a09bbefb59b898b36dae87e04bef69f2fa9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'indiecoustica', 'world worship', 'worship']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6254">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2330cfa2bc70ccc31787239669a2b713cd3d8c6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic belgian pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Fabry</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ezNQN1zNGo38f5LJrfjZI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1385</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic belgian pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4724">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff80e8160d1c0025dc12c28fafca7c4f37736bc4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6J7biCazzYhU3gM9j1wfid</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamiroquai</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1333282</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'dance pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3283">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4dd44ebaa557fbd6fb67718e77b43244604d106</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nNkKMkPl1qBCEW3Al9eVV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7966</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swamp pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Swan</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swamp pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7557">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdb28d2272d18643719d6a66c2f646b7e611fbdd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41045</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JNF6YOUi69O4zAdwQVGLY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killer Be Killed</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1922">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77557bd787b931e19c19243d495c377cf73b2224</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Isaak</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7290H8m1Dwt8G7jm1y9CQx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184193</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11147">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Urban Lovers United</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79938497aa45d04eb5182875d2270ab5623c5691</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">434</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NPUS5lb2hGK4uS9KHYlcP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9551">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Primitive Radio Gods</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14993</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb287cbcfd1fdcbed030c2fd0b9f9f9d9486eac3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wTpMQz4RtF6dFX9blvMDc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock', 'post-grunge']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10277">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'video game music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff van Dyck</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36t7yveMZw33p454gl9k9c</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bf72b83d0bb8f1b967306a942ce160f3a8b1a3d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3017</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4242">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nDsS0l5ZAzMedVRKPP8F1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ella Henderson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'talent show', 'tropical house', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">811713</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6deca55902bdf126be7d6561d7ba6b76192fc20</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6992">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58097</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GaRKzVcjJv5cIL8CmRAHn</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sawyer Fredericks</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9435da44e64b1250d20fafa94234aa1131479f3a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8136">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97a78a476de23d7a67cad837f19df2548e531862</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88959</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zola Jesus</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chillwave', 'grave wave', 'indietronica', 'metropopolis', 'neo-synthpop', 'noise pop', 'witch house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78OKNrjc3BvniYTqvpOp6P</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1047">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aWpJudn4ljEWahx6cPEGu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/710a8323324075699e471eb846951ee98b5c4b4c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17334</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Garrett</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9933">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GB4YRUimBVvtU7Cm5W2vM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b364a78419789a0733bf9c828e568e0a8363581</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'sleaze rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Circus Of Power</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4315</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10454">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'space rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14669</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ruO9Y424Hf796fUGMLKcC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Hillage</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d9c143490ffaf87faf022a65e7662c6c581a8fc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5209">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'hi-nrg', 'minneapolis sound', 'post-disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00d1d61823edda045cbb20395c0065a6238b1810</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17339</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shannon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2O8QAJmRrwkFXq2aWZnHYB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9051">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hFScNSgSkApFw193xlyH7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard alternative', 'industrial metal', 'louisville indie', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3757bcad272ce1f71ada91d0768723e9b5908384</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flaw</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67324</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11175">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uncle Charlie Wilson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2032</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6B5fQU6gKaq7JPRL4YIg1B</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10711">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55VHz9guwSM4BPvM5BaYzt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reuben Green</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5a4305034f8ced9ffbb74072a6a006130d52905</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4983">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'modern hard rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50379</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thunder</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SfrwwVPGtjYTI3vwQ4hEU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e322e859993ed7fe4fc347edfc7a263d898c7a7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6870">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NiJW4q9ichVqL1aUsgGAN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pop punk', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25e98c889e5cadd0b053c5e70dc8a660facd880c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1473190</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Day To Remember</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6071">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mindbenders</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dbfeee7143344e91eda05487ab782fb1ad3b8b5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock', 'merseybeat']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16QtUGLCcAypi0eZJsu0zd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6952">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gBvuNzrFCOVaiyKexoYMH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Todrick Hall</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153877</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db742b39f7a0011677bba86607dfa7e2b8c621a1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6805">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Straight No Chaser</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yQ8S4xdGOGbUcpaPR6hCM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126025</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfd5c110cff1be068b2b1e1fa27ca5f499bf64f4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11073">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afrika Bambaataa &amp; The Soulsonic Force</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7076</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4f5a5cd5279d216bb95d61234b64da500b831b7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4J8cVSLFJ4T4ReYLtehLj0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'old school hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6670">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian indie', 'australian psych', 'neo-psychedelic']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian indie</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fba91b2387aa27b1781af47395d1384b0724ce6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XYvaoDGE0VmRt83Jss9Sn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365725</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Gizzard &amp; The Lizard Wizard</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7099">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">361593</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">children's music</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kidz Bop Kids</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Vvvx45Apu6dQqwuZQxtgW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf64b77d77a4f4c68486bdcd95c82ea352a591a4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">["children's music"]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8795">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">omaha indie</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['omaha indie']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fabb210516ebc904ec06133a60688f4a954cdd14</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Good Life</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MDjyeL85p0NwMIpu96o1l</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17141</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3729">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2elhbVBpJukyY5Yg3KM95g</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Franco Zeffirelli's Production Of Romeo &amp; Juliet: Music From The Motion Picture</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3594">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sLCGVQxw6AoqmZhVwswzG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ocean</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1064</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc736f3e222b36cbb8e2fdbda133c63343ada353</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8540">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6472</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KLA7mvD10XxcjRbo3uTdB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Drake</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ce2215ad4b8ec6c5ce80caaa2bd96a3634a2a06</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4797">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/845d12b72f26591febd850df55a80b571b6ae5b8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3961</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chantay Savage</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yg15JjVOqNppP73zVhosY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1135">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bOlhT8OcoC1lCpN69NcFP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kat Deluna</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">403611</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0567ac2e5662d6807c74f01c094b1aa3c4155cf4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/193">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Lane</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251921</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68abRTdO4meYReMWHvBYb0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c329370b13513bb6e9733c3c9e065cdfdb2c6bd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5525">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70fdc5e3a53055fbbdf5d8f1a353088eac1f6c52</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WHZs70mEsuAKWzDEUuc48</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laverne &amp; Shirley</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/65">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d12586e8e67dffd2ea281d6eeefbe4b06b06b69a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16609105</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1r4hJ1h58CWwUQe3MxPuau</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maluma</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9137">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/902352b760149d27cf230334bf1ee335a4fb8ef6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XyWrKlieKYjGrIkA3Kieq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'grunge pop', 'hard alternative', 'nu metal', 'wrestling']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stereomud</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10178</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3625">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/604eb615a6384f11ee43d020ae33aa3d2aafe7ba</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flaming Ember</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MUVyyvIuoljgT4cDIhjLa</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1786">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cuban Linx</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZLeAjtqG7axaUafih7RS7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/110">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2509822</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78e5cfd1a377b3d820d452c6b9e964f2e29c6430</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo rap', 'lgbtq+ hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kCcBybjl3SAtIcwdWpUe3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Peep</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10587">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3290</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4380ebf6bc0c9734308705ed756d5ee33837c42</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ELO Part II</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l76Dze67c0pEL9yv8iNYP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1223">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286402</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/977668064535a289d35377405b81673d22355411</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelis</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IF46mUS8NXjgHabxk2MCM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8427">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paper Tongues</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['charlotte nc indie', 'stomp pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TwquBGFuPq6ZtxEqKhDL2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6029</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">charlotte nc indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f664478ec4c00f8eaaf1795d612f5f9ac3864061</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1572">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323770</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iMvwE8qANp3aIfAGKEAwS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ddd86b3cfc0e203f952c5187ec65f89f26cbc75</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cam’ron</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8149">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c275f36a7e4d91bfc633bbd56a3f1e45a839b0b4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43992</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iqAeIP1ynbt71G0Oi8VIt</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Das Racist</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11026">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/175d37b25e286a44639805b93cb76d5e3347f4d2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop R&amp;B Divas</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DUfT2yR8YstXUidz7JLJP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10739">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['spiritual jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38CPjAAqYV8lTYi6clzbjG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28360</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">spiritual jazz</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97ef8ba1cf56d4c16f418f0a8ac5c773ff69cd12</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gábor Szabó</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3116">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21LGsW7bziR4Ledx7WZ1Wf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166589</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8fdb3029c8c0bfdcc4299a5712dca1e32943a600</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge', 'mellow gold', 'vocal jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Mathis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3193">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6m30rs1IQqnWqV5nKMpU7U</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23212728cebb091acf4c1192b6f25c553c01c415</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">304320</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ohio Players</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/921">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29899</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pzAvicKWenQtv9zIQim47</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock Mafia</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f57c1353c6bae8e4d733b301b7787f42f87c062</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5962">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WX2p6RSafwwNthZZ2WG1p</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/278ba6317f1a8a509702afbfb084e44eb0b3467f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Organ Happenings</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6177">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JyxVsEiD9HVRM7CtFaLCK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11218</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c175639904ddc80fb84d47b3da0a521dd86222a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timi Yuro</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10881">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ohtPYCf1JRAxnRofuwxix</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebcd793879041bd7cebeb974fac94b2d10c7a8f8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mort Stevens And His Orchestra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3986">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9528</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Happenings</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'merseybeat']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ojumrbWWohLIuzArVoyDs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a37d034294f5f0f0a741ef82b4182bc8b1e1de9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8543">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Rado</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00d810f3fb17371844d51cd0b56b16021e4fe4cb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34tBXZZ3Iyv0ge6rYTP1FX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1046">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qm84nBOXUEQ2vnTfUTTFC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80920b4fc80b6d970e2934eb8abe27014fc60632</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13473817</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guns N' Roses</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10815">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8684</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a225cb34a89c1d0c75278f1d7d9e826d18b7fcd3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Nhls1HQdF7znMBAq7w2z4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Cast of Hadestown</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5898">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'nederpop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Ryan</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7aced8662f3783c0a093de39b170486b852a1504</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JJxBX97vBHW7KMsBqIJre</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5837</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8748">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d0a78b4636b331c3c99e3253bde9cdda735961f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Jackson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0V3kizYzX2po7ElYGzUcu6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">378</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/818">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86e8991077d6ce237be8f24dbc65e90f2e1f2a43</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'canadian electronic', 'edm', 'electro house', 'progressive house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2292422</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deadmau5</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CIMQHirSU0MQqyYHq0eOx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1538">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rxiUsSvkn5yTs1kfuV8Le</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d8c83be96a26f4adcd9a59c96f55465ca121bd0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70017</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">St. Lunatics</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1557">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8438</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xeZcY93inQY14LWwnxd5G</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb554561e0106470b5caf207c6c02e7d3330c6a8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evan And Jaron</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9965">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54NqjhP2rT524Mi2GicG4K</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">X</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67640</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1b898e6a0e05d8e413968f793fbb5f6bb4ea2df</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'garage rock', 'hardcore punk', 'indie rock', 'jangle pop', 'new wave', 'post-punk', 'power pop', 'pub rock', 'punk', 'punk blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11298">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Pizullo</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DK5WRmxmgSVQgfGgYfypF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9568">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'metal', 'nu metal', 'old school thrash', 'rap rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71751</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c5a1b7438a10a40dc1ff66eecc295c3cb47cc6c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SER9tY2pDIDVWVf5Ql97B</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prong</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9386">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1r2U8cAvK4omurH0XzwX7C</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychobilly', 'punk', 'rockabilly']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Ness</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40895</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychobilly</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/835879435d63e6e6eda6b74e50c6c76e1acda4fe</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2033">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20c27580d73089649cbddf4ae5d09f9c303d8a44</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wRVhO48aSB879bPORFbpf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sagat</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/936">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188282</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e17cb80b633ebbb8c72cebb397ac90103ab49a5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop rap', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Asher Roth</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wgY8huggK60P5nvYrwcYT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7228">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chiquis Rivera</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65339</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['regional mexican pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">regional mexican pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QcHBpoxrY7vx3ulMKEvTS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a144fccc5cf18786257e045ee33a3cba1d2f0e3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10085">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56e32cf839bbc78a1e7791a216faa5bd6dd5d642</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coventry indie</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4665</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ckiHuEKcXHXV0QOkCdCki</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coventry indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1521">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kyle Daniel</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">855</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55d09a18240d8ffbc868a633e1aed8b1f728dadf</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sMZfMdtizSlYjtZgQFXaz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6836">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf4b5c4129059163149e43ea3466557e8e05642f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Two Door Cinema Club</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">536BYVgOnRky0xjsPT96zl</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1696001</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'indie pop', 'indie rock', 'indietronica', 'irish rock', 'modern rock', 'northern irish indie', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/829">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Dunn</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iLuTmIgxCEiEllDSWkeIy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69202</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cad35e3258de2b1d48b7d0d321c2718d9822421</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7468">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian hip hop', 'christian music', 'christian rock', 'crunk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Family Force 5</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81b25b4edb08acda09b5fbdba9e6210e6bbfd2c8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aUV3Fndwagje8d4rBA3xw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116236</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2882">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">War</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182840</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ICyfoySNDZqtBVmaBT84I</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22a9b5046deb574b570df4f664e6d0c0750f3e9c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4878">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1911</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Styles</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d097893916a5978529d53d142da0e0007e7adfa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Pjhfw243wykJaw0rqpWZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/116">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'g funk', 'hip hop', 'rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eminem</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60c4daa4721f666c6afaee82a39bd413979a0474</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dGJo4pcD2V6oG8kP0tJRR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29084503</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10612">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8482</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">West, Bruce &amp; Laing</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AN8KaXC6UZ18IJzvkUW6i</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33a01ac8973bc48b52202ebb85ef97a75c9b173a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8613">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bllZtx0FQKwp40G2UGiHS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fe80e66f7b8484cc73d1497dfb28da55fb6035f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rocco DeLuca and The Burden</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2878</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6767">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99767dec5f6e58a6bfd7c0df4d9031c93c4028cb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83069</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3W4xM5XYtUp4ifYYPVKVdk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'chamber pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'slow core']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grandaddy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7756">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Belle</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UAk61T8PItbpgEi9u7ofY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'chamber pop', 'folk-pop', 'indie anthem-folk', 'indie folk', 'indie poptimism', 'indiecoustica', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145583</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f540444216f530cf591e255ce116caf2ce6c7f9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7220">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cM1PvItlR21WUyBnsdMcn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'contemporary post-bop', 'indie jazz', 'jazz', 'jazz fusion', 'neo r&amp;b', 'neo soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152793</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9549b9644d45dee2888252d256dc205793a8a0b1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Glasper</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8640">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e1be823a978d30d3d9a3563475cdff6d1b808d7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shari Addison</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1549</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5M2KV7EIOTUTZ6ypYBTVC5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9997">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33b551ee931d457225574c5bdf883eff19e2b4ab</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z6VdXyk2zCR9W21dMs91P</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1380</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cruzados</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/493">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b22a1f7f84208c3e0225934b8061cf9a6511d2de</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zac Brown Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1689151</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yJCxee7QumYr820xdIsjo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6057">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard "Groove" Holmes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7izkpvBGc31hUccjdSNz8k</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz organ', 'soul jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9af8aa497f287e5ff0c9943689b2bd9cf8565f4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7696</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/630">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97ddb423c3218de0d6bfda32c7e9a31546f76c12</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kkxsdcaWmWU2yWAqclDh4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'pop', 'post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rixton</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">584109</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3251">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron Albert</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QoYcmEu5DiUAmmsFYNYBG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1842">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oHzn7edwmrYClrPRINkbn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">438082</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbb7091473781b6c1d0cde81a81c4321d22fe030</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Gill</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7182">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53611fc44b5329a92f020ac649a8227a6216b0d3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310967</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6159IBm5gLPwG4BcJXseXc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'latin metal', 'metal', 'nu metal', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soulfly</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9730">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XR64HmFo4OvexUUNW7TP0</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ced0e4d64f4915766d0cdf47541297d53c8281ac</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154891</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'grunge', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mother Love Bone</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2576">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3999</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8969bbd0ba76207b13950727e272034921b0ea9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NOA8osMRoNN1FZ5vrR4y2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Double</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5989">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b180874cde7f453101e4b048f3c3bd683c75dd9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dbiFiYQK1ciGkhaDAqdsK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Harrison</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/771">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">965945</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89f8d2b745e628e73886533744c8df602328874e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Rock</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dOBabd5O4CvKrg4iriHTM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9495">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mass Anthem</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4c4f23960a132091e285929d5667855ad11295b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KVR8D2dx5Td8ONhNZRLkM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9726</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9078">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03pGcGiCNzt8NNcmxrIYSG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f23b27a5e006e770ba51970020e255ee2b8cb7c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2429</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ncredible Gang</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2480">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q8tRS0hCMVCylgKAoA0ya</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stacey Q</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'hi-nrg']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bb7c45a4a8b4c9be15ea9ad8404e473ec0ad0bc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23142</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1458">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15695</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gie1bU1LwnxdFAJoTLjzT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86bca3cf6660bf05f14560a2d0c9c0fb3ecdc8ee</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/422">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">891211</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xOeVMOz2fVg5BJY3N6akT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64829357ce5ba7e8e7d1aebf19fbde50a36cf885</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaden</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8151">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Grimm</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5869</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zQMCx3JC0djoRaAd27dI2</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54e4e9a914973427f27fa88287bfcf757e808f50</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2581">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">386380</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc151f36e489dd5522454ae41827367ebf8cd8c3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ujCegv1BRbEPTCwQqFk6t</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Fogerty</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1426">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85241</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/411b4430f842fca92fedf709799274c52764cbbc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Bedingfield</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11hIqBsGRPztdjBHCSLClX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7326">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ec592a49aa51347c486621fb2382a91db58308b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'chillwave', 'collage pop', 'dream pop', 'experimental pop', 'folk-pop', 'freak folk', 'garage psych', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'noise rock', 'nu gaze']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Panda Bear</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136129</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1R84VlXnFFULOsWWV8IrCQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11335">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74telYLSbQ71jmbBZp1V7c</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockridge Synthesizer Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/784b2b5156a05028cf834795efe507cf9111dbb6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1202706</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d718d632faa01221dd271f4e60a421596718fda0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DdkRBBYG6Yk9Ka8tdJ9BW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Offset</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10064">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e0392c0d98e61414b579608614fc609744a0a33</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16616</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Pemberton</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LbEDjJKrmWoMcN3OpaNnR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6271">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48QdHdRanCXdBt6lygsDES</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68a12a656dfd53104626ac6742afbede8798fa12</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1839</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Crawford</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5491">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UOUIAVPngHmNAv0rkY1Ph</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meri Wilson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70c1ccede2327066c5a9ec97d20d619dfcfa34f1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3756">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4m1VNDUguY9dnHzPr1ZMLR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep surf music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep surf music</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flux Capacitors</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ab5c6ddcb35a5c42d8e2cc0dec40fb6771c9761</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10589">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ihWIBKwmSga5Z7J4SHuAu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic folk', 'psychedelic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c1658dd5e7d749e002ecda520b209be3ede3be3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Kantner</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic folk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1712</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2858">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d663f75eff6eab0968ebd74ebfa4a76d3215668</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QckMzDoqCxIjwJJE1Prpl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leslie Pearl</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5331">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BLhUZMqXO8eXjhToNRteA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Garland Jeffreys</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6793</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04679e8aec55059b0a88bdca3fb936c7aed01873</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9185">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55bGuHb50r5c0PeqqMeNBV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Page</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259474</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'british blues', 'classic rock', 'hard rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb8fd85635cd147585f78d4e3e8b9a5e212269e3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11161">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Courtship</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GhYK4l8CkV1ajA9wSwsjN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3538">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic uk pop', 'easy listening', 'lounge', 'vocal jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shirley Bassey</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124557</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1b3b6710585286e477c98b6cdb2097fec582457</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">090VebphoycdEyH165iMqc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7193">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristene Dimarco</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uWNGisbRTdz6E5O3V3Sc8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65640ef94d9bb96987949c538398efccf0c803e0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64685</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10212">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Schenker Group</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'german hard rock', 'glam metal', 'hard rock', 'metal', 'neo classical metal', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uSY4FF3dZMCVSkZslKCHi</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78813</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5de3936e275901cc9b00829e9ba0018d34a2a47</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10291">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oh Hiroshima</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19iNYCVHcMwJMS3NZqhZ59</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental post-rock', 'nordic post-rock', 'post-rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2afa7bf96c6ab8ea900673316dce932b3486af9f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18565</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental post-rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3480">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6b6ac4c36aacdfeb79e8873308b64ca986c76bc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Valerie Simpson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Lc8gVjpJFGo4xMHE0Ax7r</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">826</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11142">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60qnVABIKaCvqfhTPIHO3y</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Backtrax Library</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4843c9a99c3e66cf95e91c7c969c215db7bada7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4774">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XswoC68grx55in1WQnJ7E</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7248</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parliament Funkadelic</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bf1224c4fa4072497ee5d2545a8ac6d2371afb4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11390">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afterhours</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40GgaJrNa5Fd90h5THu8j7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/635f50b3659f248c96e67a74ac3af3b3b037a51a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7438">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78450</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8148c88b1d217d2c164463a0c7c683a7723195a5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'praise']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Walls Group</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UZQmKr3fkPDCdIRtdX1RV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1989">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243179</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xQKoGD7Ql92fWd1uWwKkf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Perry</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cc6d55b55b93f03afaf5a71938f50c030ceed20</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4619">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lewis Martinee</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AOI1S3Uy411dDhNTdSC0f</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1290">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'nu metal', 'permanent wave', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ziB7fzrXBoh1HUPS6sVFn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audioslave</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2297121</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6580ba0600d86090333e63eba6b17557cb6c49ac</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7248">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tbxcCCM7A71cmkzuB8lyH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119543</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36f40535e8b79bba11cefe06f17dd47dbc484446</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plumb</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2704">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caa0eef767883dbdcd3a27b316ac9689c190221d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5X8Tt3rIpdy8VR78KEhZ6C</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Newcleus</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'freestyle', 'funk', 'hip house', 'miami bass', 'old school hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27427</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11128">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zantalino and his Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec8a8b71e0bb229989ecb87dbc687ffda4c26b54</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ballroom</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hAiThqHvch6NulBAYgdpl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ballroom', 'romantico']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1872</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10706">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5obkpruq3y0AJFeZnNLheK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4741</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2181519455e9cec80f06582a7be678131ea8cc2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Nabors</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1075">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flyleaf</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IliztYDlfMvzQzbx50o60</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9de1c2a993488a885096594902ad16b4d2f81ba</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian alternative rock', 'nu metal', 'pop emo', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">640672</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6744">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pallbearer</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36c6743cebd0d8642694bba570f7c1547baa5c49</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doom metal', 'drone metal', 'epic doom', 'post-doom metal', 'post-metal', 'psychedelic doom', 'sludge metal', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doom metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47261</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yeEmsTQMNHBlS5dhWtuD1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2468">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zpkDJ62XdmBpd5ZYM9l5o</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1476</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acaf08a05f5183f13b23eb9cff0df956773de422</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7590">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00xtj0ItFK8vjtTf0T40Iz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad7f5859e784e0e571843b7851dde4e60e7e6451</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop Beatz</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9324">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4utxj7W8rUli3yvMMhlMPa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jumantu</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76914a08e0a0261bf86a0250cab22911a9120b99</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6281">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of “Mamma Mia! Here We Go Again”</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yjracK9CNmMgZo5myCuqu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/575285695527d56c550b3b9b82c2b285e1b1cc89</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18054</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7764">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6M0WvdiehFFWsxqxtBiVBF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63b22e8f83a691f43424b6d974ed68b7a3c4e236</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12327</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aubrey O'Day</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep dance pop', 'electropop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7127">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a7117fe1f32cdebed99402fe3f56bf5234e3977</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">248923</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neon Indian</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KydPQPUUoTNhmiHKOg5Er</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'dance-punk', 'denton tx indie', 'indie pop', 'indietronica', 'modern rock', 'neo-synthpop', 'new rave', 'noise pop', 'nu gaze', 'vaporwave']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11398">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73cd6d1713b73796730697d082d7b96269cf11aa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Devotions</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ansEr5xlP7Ko8MAZXqhkm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8978">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Team Sleep</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CwDvApcRshxhEVMP30Sq7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/422d4a7fab7a7fd037461f2546134d82be721705</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'sacramento indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76361</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7829">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Peacock</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2k1Qcdf3sOJYCNZEPus58Y</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'contemporary jazz', 'jazz double bass']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0d55db0f08e1e31364babca01ab19e9aeb097bc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5971</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10599">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a01d6effc2032e804cd82f4f0b89c0f70c7cc540</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6673</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bo Hansson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Zi0XljYMecih2LyEEWFla</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canterbury scene</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canterbury scene', 'swedish prog']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3383">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MFp4cYuYtTZe3d3xkLLbr</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Haley &amp; His Comets</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe55034b32f754b4ca041c8841d1e6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128769</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10393">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EOmvmVtYMTgn45w9mWUTV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6847feb314b9a4f2887935db226898542afe120b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic metal', 'gothic symphonic metal', 'neoclassical', 'norwegian metal', 'symphonic metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87105</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tristania</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8945">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41052</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db0d9cd4c62ca815ab71315bd4cf8a8ff05f6dd5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Falling Up</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qJxsH9kWhslWau4Ork4Zm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'christian punk', 'christian rock', 'dreamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3759">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6C4KYtkO2ElWXV8088XuI7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1595</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bubble Puppy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81e85a3f3bce4fa24bc43f19200e5cbcd2c6a7e7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6183">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">596</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/118cea1a9229233ca3bebe3658a1639570d4e8a4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Larks</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EZWsXJ581lp6c6w3oDifO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4358">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steel Magnolia</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sbNNaQTulMUEWxL5aDTiT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10863</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c3485c006deb418a9d5318b4c1b5679cdb923d4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7490">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chronixx</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c96d358540fb58c06fb98bd236d852e2b74236ee</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'modern reggae']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oZcMYiKpjaA2Et5mU3RPP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193224</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10726">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c132c02e896326f867ce619312c658871d20607</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Egbert Junghanns</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73Ueyfnj96boTSs25ncflu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8771">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c18c68d1f15a50b8f6dad192c3343df406fc58</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cyae9q8NEgjfNkkiy90AL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Moore</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5681">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Kelly</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f17d161a9e0f1ae1856f4bbbebe8403d3ad55862</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11YddROPWOPNY84ivYA2qu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/682">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">381512</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucy Hale</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gWAItIMhYCdD82T8tvv3T</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b9c8c563697a0a913bcddff33aa3a24602cc908</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7650">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17316</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b74500f75ff24a3f9f02672c5d61be72d305858b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicole Atkins</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ab2tQaaTr2TnairelOwvO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8482">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acbe16a3fbfda0ce2425fdefe821a7a759f656d0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1P6U1dCeHxPui5pIrGmndZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'downtempo', 'electronic', 'new rave', 'trip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">522987</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Air</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/411">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0u2FHSq3ln94y5Q57xazwf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c3954e6c88355a8cd5b41e1131765aa1b7afbce</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Urban</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3269959</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian country', 'contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9449">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">593</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3afJ7ksCTA53PwM233jIf8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d403fda3640a86784e240a0647b2403545e87cfb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sergio Franchi</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10582">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5aa5e5e3b2caae03c5a8ebdd2a60d7d717275e46</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Fgf6RvuWpiwDXSE7Vammx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Martin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44418</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/926">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ce4861c7dfa1853e0db638cdad9f4fbf422fc03</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'neo mellow', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NU9Em6e8dDo36Js6nEo3t</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278488</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Rocket To The Moon</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8445">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shout Out Louds</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'swedish alternative rock', 'swedish indie rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6aa249ffb32819ba9c75fafe5bb198a0246ba8d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44402</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UOrN3LNaKApiOSdvJiETl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7710">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard rock', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114516</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hvwEwrCmGj22uURGVET7Q</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9adc20f9096d71ca60e86c566c48c27b1b6cc7b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monster Magnet</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/177">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">524731</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quando Rondo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9b7c1964dfe78bd740e2050df1b4b7b92f93287</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IprNlQiJZUUJhDl0fL2SL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/124">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ShZZUjkbXCjhwrb18BA8I</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd41956eaa9a5c72415a5ddac55eddab92799dcd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203079</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryce Vine</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10637">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9776f7075e6d97eca491afc19a8d97f44f5659ba</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6596</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1b5kd4esL2zG9nhXz65b8K</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brady Bunch</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6040">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hardtimes</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ac50ed05f7a3091e018eb27fd3542bf16b75a66</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zz23WnAkCBMIhBJNGuJjq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11415">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab8779e6b89a14943b6ee34ba628e85d4ecea634</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lNSjOOwDwqxmWCqK649xo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Hein</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11412">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harlow Wilcox</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ap92n52jgV0Jxmf6xbHcT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10721">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">It's A Beautiful Day</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13763</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Cob8rMmlxp4OtRYaVKGY8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc37215c8fb12a306dfa49a60243b5953b359b57</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2918">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56o8HRvYj1J7QXhfXBhstX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GaryO</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/796">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">french shoegaze</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1573371</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63MQldklfxkjYDoUE4Tppz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['french shoegaze', 'indietronica', 'metropopolis', 'neo-synthpop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2038e614d760091fff074778e3ec181cad0abfee</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M83</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2035">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wycked</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gb4ee88neWEFBPUWyjbOK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/851">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5t28BP42x2axFnqOOMg3CM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ed93611497acb959fd5de2a3ff5e4eaa9721e7c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3400978</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five Finger Death Punch</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4669">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweetbox</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G7NK00vdfxNtdjLOfdUnZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6008</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f3ae8c06dc0aecb0d5a7d06ea52daa20d326f39</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2846">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spys</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/010a5148caccda1ce4765d605e5f38d1f8a0414c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30PLDNrx98aiT3fbdIRupF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7347">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Azealia Banks</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">518032</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d08b993548a00a5a535e20c9c2aff7b6287dfb1e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gRhy3MIPHQo5CXYfWaw9I</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bmore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bmore', 'dance pop', 'escape room', 'hip house', 'hip pop', 'lgbtq+ hip hop', 'new rave', 'pop', 'trap queen']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9188">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nt6S4klYHg4I7Q4lTSmc0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glassjaw</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6045517ac6e5561b778e2cc89e48f05700069b11</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'emo', 'mathcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85093</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1969">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'new wave pop', 'permanent wave', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f01d75970ed8e895c0fc26dc1ab42a569567ba6f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125782</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UpIbyXfGzmHG6TMH4dJEk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aimee Mann</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8756">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33842</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheri Dennis</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15U1prrFKwSBJamlMNuVW5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11c669dac60d38b7cdaf5d9aade26ace4249ff37</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3940">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blues Magoos</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10418</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b47bbef35118d24e6c1a5f015949aea32c151b34</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7peASGSN6FkIFQ3XjLfBtB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4742">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f740b732f46c26977f024535a095527f701ab7b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin S</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'diva house', 'eurodance', 'hip house', 'vocal house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WvLeseDGPX1slhmxI59G3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33101</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6959">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69a2GzMCkrrTrN9iVmP8Ys</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chaotic hardcore', 'mathcore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nails</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef633f1dd36234fcfacc64552d742a2252756972</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51580</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chaotic hardcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7580">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f671773a0f0551484cb82d8c450ca46c288f4a5f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12uEM3Q5zL2edaX87DyqQn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cindy Cruse Ratcliff</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1516</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3949">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382aCtCMEd2Rg2DmcU9xw9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10004</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Left Banke</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'bubblegum pop', 'classic garage rock', 'folk rock', 'freakbeat', 'psychedelic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b56de1ad1266515928dc76800389237b2583da6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7913">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21ND47q78JLAfDR1qpKQmj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dafecac86db89f0edb295b9570c9fc543743cd02</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9061</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1783">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rampage &amp; Billy Lawrence</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NuhoCseIeSkeIMk2rggLE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8421">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76dDIM8amCY58U3uvr1Rw1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karen Clark Sheard</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82771</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbe28c16dbdce2858dc84839dccbc8d9712c3f01</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4573">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21004</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8-bit</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['8-bit', 'scorecore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f02beb7dc83c47c8d53cfa5a79b2bb69676bbd85</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21VBNkZvKxrI9zmfFRxXvn</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8-Bit Arcade</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9885">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-synthpop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-synthpop', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5350</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d70b18f43b7e0070369e2492aacf06762566b8b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1m3xxj0iHUjur3yQjVvAD2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Flag</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11083">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">musica infantil</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['musica infantil']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">800</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c46830cfbaea2f196a0b3374d15f26b234e9702</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0w6nQnBApNYtBbMUQGr9Hq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvaro Fernando</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/651">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dac234d94e71d2ef75742d0a01f33e3ff793fbb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3guo5KSFSYSvcyH7kEiNBy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">747</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Priscilla</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4103">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">521</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Radiants</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aB94xAF1yUDTGLTIdkw7I</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8094">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wYyutjgII8LJVVOLrGI0D</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">551570</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff6c6ecd90618f5fb0f8fbf51bf8477586c8843b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'lounge', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Holly</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2672">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roman Holliday</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/263c29f109dacfd5dac27046537bd290cfb86840</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2McvzikIAERijL9Wr0EFVC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9698">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty texas rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty texas rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ganksta Nip</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kVcYshl2cgTL2yJ44VQbc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a433a58e3cbb95941844cd3f7786987422f330a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11477</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7785">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexis Spight</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67300769384f85c6b7aef681a24f5e296b10d24a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60TmfPS3h98rLg7M2nTmlX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel r&amp;b']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16688</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4280">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rHf7vRCsDRBkbA1XGT9e1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candice Glover</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9614</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f653bc661386c81e56752cbd74bc1ed898bc13b2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1106">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23782</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b46c8a6a450e77190ff3931c0557070526b0a7e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fJYw1vK9yWb8o51I8qHin</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chad Kroeger</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7992">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z3IWpvwOvoaWodujHw7xh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66773</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Deacon</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baltimore indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baltimore indie', 'freak folk', 'indie pop', 'indietronica', 'noise pop', 'noise rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04745b3de3a68264a8eb5b65b13819aaf3a05eac</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7170">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zA7kwOL2zemXsmRr2xqjP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0dffd5ce4b2c597e0408fbe403d4ca2f05ed1fdf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MEYTAL</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14599</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5914">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iHiC3gDV2yxUdZv0jWrGt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Restless Beds</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3417">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vjeJ712UQutRhn6WJI4sF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b80d199540c0138acd8629b142ad0996ce18c9a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">646</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dawn</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3769">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24581</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'electric blues', 'memphis soul', 'soul', 'soul blues', 'southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MPtuQaV2GiRdLjAkPOaan</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Milton</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c5d28de33865404dc28205ab1c7fed9b4e414db</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2636">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc453f6b81a4006de9b449c329f917531968ee2e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66010</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock', 'mellow gold', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ltcwvni6HdZAJaWhmIvNR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gino Vannelli</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/375">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WGpXCj9YhhfX11TToZcXP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3733277</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6344b8eaca2f7d125e05594807f00c244be205a5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Troye Sivan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1878">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/760ff57ea0831dcb8d9723c8df97cdc00d13463e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Passion</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YgczGESVzCXzvQN5E6n84</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4554">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SWX583ExJOL7cv8572Crs</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yanou</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a116bb910d8c5d65706897694c2baff19b06275e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop house</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1607</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4105">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk-pop', 'indie folk', 'indie pop', 'new americana', 'north carolina indie', 'pop rock', 'progressive bluegrass', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">708949</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9883b29f33314a4b28e48002dc11a0db84e7459d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196lKsA13K3keVXMDFK66q</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Avett Brothers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9519">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e8506e1d5378b75b6a6a5fb13fafdf1337a453c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74311</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Funkmaster Flex</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34ABXKUj0gzq7R8vXjCaNj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/768">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92870</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'hollywood', 'post-teen pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BaKphge9AdjZIxQqv7WoQ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Barden Bellas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6614">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DCw6lHkzh9t7f8Hb4Z0Sx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'death metal', 'groove metal', 'melodic death metal', 'metal', 'nu metal', 'power metal', 'slayer', 'speed metal', 'swedish death metal', 'swedish metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">466745</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04cd9bccf59e8061f13e779d1001975a60fb837a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arch Enemy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6889">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c91029f25378ccfc9cf5f7274af07b7f65416832</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kentucky metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qrHkx5cgWIslciLXUMrYw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kentucky metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96849</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Knocked Loose</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10053">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stanley Jordan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mBoEYescv3YHDG5rH6uKd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz fusion</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz fusion', 'jazz guitar']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14840</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/025b3c001e5d0f841f06fa5e75839bb6d4a1ae7b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6426">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45666</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'folk-pop', 'freak folk', 'garage psych', 'gbvfi', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'portland indie', 'power pop', 'slow core']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wyRA7deGRxozTyBc6QXPe</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Malkmus &amp; The Jicks</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6be24f99b8601825ed8562223ab3c0cb706d5fdf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7879">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YZEoYFXx4AxVv13OiOPvZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/159f174c396f3481e537905397181939d0eba9bd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Devendra Banhart</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">412254</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1489">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">589711</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04c6299aebcd4d533bb534b353204251e51dfed1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donell Jones</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KNqYrivNgVCHBssEUSu5B</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1196">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Cornell</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1013217</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85eb1c9e95d3b74bd7304e8b89d7c48601f07845</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XHiH53dHrvbwfjYM7en7I</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7800">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68723</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6py4uFIC7T6RdrZnH6hFYJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ballyhoo!</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28684b88f77f21bbcbe0f63e3009cb39f94ee997</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10092">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dr7fkIRO4K14g7U8SCue5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10bd9f90a2f3c9e22eb26ed1b50c342bdbbc0de2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cowpunk', 'pub rock', 'rock-and-roll', 'rockabilly', 'roots rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cowpunk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blasters</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18016</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5733">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8792</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan Edwards</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b2bbdfc4c4d6c2b91c25fdf6ecbdb078aaecce3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gyVuJLsatWofXCAw1SGxM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10528">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07bc883564ad92b8b04edc9acfc1a65625aba041</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106426</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'bebop', 'contemporary jazz', 'contemporary post-bop', 'cool jazz', 'free jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz saxophone', 'soul jazz', 'vocal jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZqhrTXYPA9DZR527ZnFdO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Shorter</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7004">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224649</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pepper</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b3f6b85551ee19eba58c2f630f12c4a445c190c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YK8JdPbiaMSnf4hrlBkGT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'reggae rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5078">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'scottish new wave', 'synthpop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46041</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cd1cca04de97a0f30509405964203cd5326d2b1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2N4isf5pypyuDVpBofqEN8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midge Ure</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/195">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4phGZZrJZRo4ElhRtViYdl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Mraz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop', 'pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4692957</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0139b01c55d497621fa5e31621ef51e004c7e168</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/46">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/235453df655ab34025d1c49fab757ba45fd0ac8a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Lennon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2711653</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4x1nvY2FN8jxqAFA0DA02H</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3832">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ewJCECkpkh56w0Y4VWzSY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Bravos</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/992eb47b3a213ad736f3c74cfdde67d43774f6fa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20684</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9790">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78867c85a637200ae4ec02b269974f1cdc3066d1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gTl60Ao3u7bljVnAqxPh8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58282</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tanita Tikaram</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9931">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ww5mwS7BWYjoZTUIrMHfC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'big band', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz fusion', 'jazz saxophone', 'soul jazz', 'swing']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336435</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b24ab765dca8bab4fcd4e129ed98ff58309b2dc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Parker</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10813">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary McFarland</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1052</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz vibraphone</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d5216be8284f324296f44e4684d4af9d0e2ab4f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz vibraphone']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3S4rAFSqKIhnUJvl5ElbsE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6163">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9802</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Christy Minstrels</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59cb5fa5ae4d09c514b639506b9038b5a215890e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'traditional folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77OdfWXrYy6DcYPzmUOr6a</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5552">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anita Lindblom</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7419</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bda9a3c69abb2c613aefd7483d09a7ecab72de2d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop', 'dansband', 'folkmusik', 'vintage swedish pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mcJ23guBaJ3g8i8Hjjw6E</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2175">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'diva house', 'vocal house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">818</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TONYCzAeoUCwR3i1nAQwB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0a91e6511ac7e174fdeb0da4d3e56c8d6067ad9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawn Christopher</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5822">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Parks</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZudFjW5ARjLg4stIss1Ct</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/892182abffcd82f2a1fc6664f2223d3e9a1085c4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8116">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan Coulton</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'pop rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70411</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">292sg99iIOc93zcd30r4Oz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1693585fa6a9c0c8ffb96ada18cc222cee9c07d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8520">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benny Benassi</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ws2otunReOa6BbwxxpCt6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">379478</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a8ca53d47fcbad4b44e563a87608d5b993b1a6f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electro house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1428">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156722</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9deec28b59f385038d2af72a5d04f5e89a6be0e7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2N4EYkIlG1kv25g6Wv8LGI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'atl hip hop', 'conscious hip hop', 'southern hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killer Mike</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2137">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16915</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soup Dragons</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0eaeeaccb91d1c9ea4c7d3fb12cab07aee76c70c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c86</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['c86', 'madchester', 'scottish indie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BEYGWk6aPdNXxBx9pwU8S</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10240">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FxfktQqX5bPmo01bBTbQR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grappelli &amp; Grisman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3706468771f4cbcbb738b8ce271107900d67afb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4974">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66CMkVv86OLFmksFPnULzt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russ Irwin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b100cf71cb766febdaf7f0348e5d8ce979d2a5e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5192">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71db5ab928934f243744a2a2acce5c7b78d42b55</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Edq1eT7m7GX0PvHW7yEDF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136434</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Menudo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4053">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brothers Four</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nd3tsqHVtnAWBCQgwtbIz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f013754f795f3eb3053c53428c0b483095c0598</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23006</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'american folk revival', 'brill building pop', 'easy listening', 'folk', 'folk rock', 'lounge', 'traditional folk', 'vocal harmony group']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5049">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6X07DvXrba1pfRBhtNl7M5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f7d8ca2b35eeb4111a6be9d7818338165a17b0e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dino Sofos</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/938">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2200963</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hannah Montana</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bb652996764243c1d963008898de2ab514b4796</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nU4hB040gTmHm45YYMvqc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1898">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171856</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ae9c82726ca12f46bf8fd0b9df70922e21215e0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Das EFX</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0auu2itHTxEdAMRHvx7CyG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3837">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101304</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Derek Trucks Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YwfENKEZrowcmtR1nALZn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'funk', 'jam band', 'modern blues', 'modern blues rock', 'roots rock', 'southern rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2acdc1f530d1a9e4868a6bdf9454199a41df7bb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1422">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jFaoqWPhYLrKzjzlpXmUO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Banner</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359492</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/633d4785459de9d79caef69e87d3d54dcb19cfa0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11474">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Kweskin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jug band']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/700f39aa7441ebc2c733251ae6a19e17370d64ca</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1036</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jug band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3b5nT2xx5jbjaYuQJWhZG7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4312">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Crew</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63037e0a44d36c8b639fb339d42559b7dfe79418</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zrHRFEsaNADaUVHYyAGeP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10733">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'progressive rock', 'psychedelic rock', 'symphonic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/912809246e86af5b70a3f3c5cba95b550c24a565</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18949</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nice</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oHYrXNyCSEdacKCCrteMX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10399">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aebd0e1b018feaddb31200bfad8789ae8e3dee0f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Daisy Dillman Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vZVFcCRwXQi3YPWumsjVP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7985">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tzI4rSFTHafjF18ZrNZWx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4cc792909d8d26342ef567cdc9e9095d0d8f862</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66284</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'gothenburg indie', 'indie folk', 'indie pop', 'swedish indie pop', 'swedish singer-songwriter', 'twee pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jens Lekman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7831">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodríguez</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PrHzxc3kFm4hIrGNmelpX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">312080</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1949a9e20286ffa6aae79eca8df7da2e0e05236</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/426">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NPpFNZtSTHheNBaWC82rB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1707217</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9669e02d7b9ed1a288c332bf220600911174650</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">X Ambassadors</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'modern rock', 'pop', 'stomp pop', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10057">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4bfdd7de390acdac07d1202d8e482851153b9ea</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Wolf</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gUnCqd8llirwVnLZFhWCA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11032">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Abstract Truth</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tLTVw70qhpoT4xOxKdm1B</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b0d3a006ee568ce16faa1784948a7b55cf50666</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7958">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0e9H8oaYYRCKFXOVv848nt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42155</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Books</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2240aefb70b1fa1ffde22380188fb4d3b0404de8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8117">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c06fb35b8241bd730d41cb6982cc3c6433d1b57c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53AfsMeg6Tr5kAejn7pON6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62222</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessica Reedy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9756">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/046a0d2658508daf48f8d7f80045561a44aa167f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287jMoxHzjERgHI6ja8TKa</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43786</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candy Dulfer</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/486">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Walker</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vk5e3vY1uw9plTHJAMwjN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro house</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12941844</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5c098af718b187525fb2f78527ebf89ea1b0466</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1887">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bddfa538dbfbf6a2ec27532a513dc866a9bb3c3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Domino</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4299</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31jkjldc2rO3Ko4O6gGAl1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11046">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les McKeown Legendary Bay City Rollers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xF3oyNYc0sGqrq96ilTYa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8413daa5616556792c11460e063453ae34d0561c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7488">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vampire Weekend</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5390ca6bd240b2a15b71868d1d105c3d6a7a7b17</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1419284</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BvJzeQpmsdsFp4HGUYUEx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6569">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CFCsEqKrCyvAFKOATQHiW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/967f5a6b56aacea389a3170b183603932fb3eb40</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">777063</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lecrae</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian hip hop', 'christian music', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2793">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IXBujNySf3RBaGjDI8dqm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee5cf5a071a57872e397ac2c02c7967bf95c72f5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4632</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane Wiedlin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'new wave pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4160">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68ERQpRdtYlsh2yuv1o8Z2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34a75c705f401e9a17066d2ddfa443849d11fc0b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donna Lynn</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4570">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Tdrtr2WwDDde01GJllidM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84955</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trick Pony</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45846ccb3f0041a87ce0f0a28755e4e8a7d0e289</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6923">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Soundtrack</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/993e413542e7acddd58571c0f58fc8dce2b624f3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3huVQoEWdqUTvlYpFVUHcF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23290</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6079">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ac109b771d4073b9edce7d0b8745ca9a7f377de</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AzUhAlIf00iaylhLVwszM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic schlager', 'schlager', 'volksmusik']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13859</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic schlager</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drafi Deutscher</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3728">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duke Baxter</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IUSTXyUqaoGj3eWgTbEeT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3523">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06nsZ3qSOYZ2hPVIMcr1IN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63c3a9c0a7029e04935d8fc6c7eb1bef0a196c58</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'folk rock', 'mellow gold', 'modern blues', 'rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.J. Cale</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">315305</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3998">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nightrun', 'retro electro']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nightrun</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Midnight</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117056</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NFrAuh8RQdQoS7iYFbckw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fcc0202ce6591b214f17aa5366f3fc28acb1db5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3023">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop', 'zolo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95afb7613d7ab1723ca2a7c952c56bf6143223d0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Buggles</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">057gc1fxmJ2vkctjQJ7Tal</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48193</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2087">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d03664dbe965509315d57500b19672548469c505</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">443</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boy Krazy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58159d1MKZgkeXFPlB7nWz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2760">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Men At Work</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'australian rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f3EsoviYnRKTkmayI3cux</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/296d057590a19ef7dbbe9205186e96cd6078c290</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">550697</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5422">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultimate</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nidkvmOxUJPkpd5DvMh2Q</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5a8090fb52a45d332698ac3c8d6552a61b7d931</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9274">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7fa07d435960d521df3ea0d662a2441afc8dd4c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tfJNGH0H6MudsgqCS7DS4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Sporka</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9886">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The The</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150033</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cKtqv9cYVlOwnuCFH95ce</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/694b6dc50ca08a18872a37e116a3b319824a1052</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7709">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c0af6ed5a0343c425d07ced004a2ee5f7314cd0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122890</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2efzHZrUGhawnSOTpyAHOQ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deltron 3030</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6376">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'pop emo', 'pop punk', 'uk pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AS IT IS</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IXtskFMls8KXRipcIJT9y</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe1ad7a840450b29f088595332624e4640bc1fb2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108373</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7914">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1112</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sally Herbert</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TtWiCEUhyeiw99Fm4CXbV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c83fffefa8bc224ec1a63b5eec167bb612c3e0a4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7420">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3J5OtMrtDAw0IcanJR28Ya</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6152df5d459f6db5c78bc2fca5dfdef216b6d19b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Texas In July</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75006</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2075">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a207ec18fb29e130559572b79333abd5f3397de4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85170</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daryl Hall</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jit9WjiAxxvdA0onOHBLd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3914">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FTuawhNb1FosigKdDNHPC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f36705d6a7f4dfed0405d5cc5e2c4cec9ad87aa3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Magnificent Men</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1158">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PGtMx1bsqoCHCy3MB3gXA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101224</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unk</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2044bdce36bb667a0a6008ba8046d6b98858acf6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2702">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1074</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c55be1da107f959086ef2b9bb4d33c6b486f1f65</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79kloYBe4FaMHh6lG7VaG6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Reno</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10845">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a798b51e28b23f0710d805b3b46a1b775c9d8a41</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Mauriat</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49177</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Oj26LEf8jdgR2woWEjlhi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6737">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186161</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8e932b93506e47dccc859fe0387218e885a3f99</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2o8lOQRjzsSC8UdbNN88HN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mansionz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop', 'pop rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10006">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MEDUZA</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48068</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xRXCcSX89eobfrshSVdyu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/322e24ca051a2b04f32c914da31a55f8add23047</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8220">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DsdDxHs1zAwOgWDPgNS7l</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f164543d079227824b0c34813cabac2c95d738d3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dredg</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51418</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3158">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19094</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4dc1453003e5a67cd538b6ce95f41305dacac96</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Soul</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eFkm34OMSYRUwP4RAtXaT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2140">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/188faa013253fe1072163a6da7ec19b833463cf4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Suzy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HPsVk1MblCoa44WLJsQwN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30168</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4168">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xM0Rz2FbjZevoVLVJUgEQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30207</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23abf79989bd0bf1028d9f18d341484e6bbead55</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Big Pink</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6264">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iJms4nShlImXlRej1jmew</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ginny Arnell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48c6e08159b064d77bf1f049bc68c3fad788e097</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/148">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8481888</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-pop girl group</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41MozSoPIsD1dJM0CLPjZF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BLACKPINK</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/254b0e0fc1d4cf39de56960ed983c1ff7e3dff00</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-pop girl group', 'k-pop', 'k-pop girl group']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9474">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillhop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7daSp9zXk1dmqNxwKFkL35</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b3ed8ef6fa77e3924f76cbcbe66f7d926f85162</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillhop', 'lo-fi beats']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kupla</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15072</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9103">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oV5EVJ0XFWsJKoOvdRPvl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84835</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guided By Voices</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'anti-folk', 'art rock', 'dance rock', 'dream pop', 'experimental rock', 'freak folk', 'garage psych', 'gbvfi', 'indie pop', 'indie rock', 'jangle pop', 'lo-fi', 'modern rock', 'noise pop', 'noise rock', 'ohio indie', 'post-hardcore', 'post-punk', 'power pop', 'singer-songwriter', 'slow core']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c57c14c7461bda2bc6ac95134ec7d5e737037bf</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2475">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vn7UBvSQECKJm2817Yf1P</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/747d0d0f181eb1c4bce048d4f905622b14647e83</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Taylor</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">972583</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10546">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d74bd37e878da6d4af350f92cff0ce597a058d7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TdbOYpEQb0zInRuXiNY6r</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Off-Broadway Cast of Godspell</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9284">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60288</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dS5xeDefwoUNasLUHnCjR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cappadonna</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e953f5e7bf637412bb396beb27674a7cf996d62</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3392">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Yandall Sisters</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00098a40cd7ac5c313796e8ab62eeee910a047ac</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic nz pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10c957ZEZtM1guLYUrCFuf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2743</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic nz pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4621">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1047</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64AyHnB0YQfCZFo5etz5vY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Heatherly</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/670c28867b3f4e24f28455d9589f288a41894657</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9772">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive jazz fusion', 'smooth jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8837</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive jazz fusion</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xUKGtiP4KvMEJWSQ72SyZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Special EFX</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/683a717e0ffacaab2f7402d65215ae611f42c0fe</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1249">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ying Yang Twins</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44PA0rCQXikgOWbfY7Fq7m</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dance pop', 'dirty south rap', 'gangster rap', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">499046</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a522c7faa13cf4321ca6bea075fd97f75f40cfe</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1145">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brad Arnold</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NSuMBUj4oAk0F1IfJ6zU4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6153">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37128</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4seoDLqmOLUf59y72WJP7g</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vic Damone</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f44a7596bf9fdc7718d47d23895111cf727214fc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2521">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Jarreau</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'jazz funk', 'quiet storm', 'smooth jazz', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YR92OLKlvkK5oKNekSqXe</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ded65a0f20d78c52655b56688dccd4f5f7b2d331</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191705</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4686">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swirl 360</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yllucl3269fkBdlam9Xot</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0aba130a95b8bebe53ce374b06c66c067e02f6f2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">683</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4784">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9994a142ec3a24ff3f0abb06d55a5b9f97708b3f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'gangster rap', 'southern hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56314</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NMPFAWwsqqy5m8kEQvDl6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crucial Conflict</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4789">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ag2Y0TZZusl7Ky6dBjvuE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d31c99ff2eca6e3b4f2d09ed28f5dc25c57bf365</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23614</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Horace Brown</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5073">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WPY0N74T3KUja57xMQTZ3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140745</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative pop', 'alternative rock', 'anti-folk', 'art rock', 'dance rock', 'garage rock', 'indie rock', 'jangle pop', 'lo-fi', 'modern rock', 'new wave', 'noise pop', 'permanent wave', 'pop rock', 'post-punk', 'power pop', 'punk', 'rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Replacements</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c80a3a78951958f753cd7282bfe16dbca741258</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5734">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bc7677b9ce0b39f4005020baa780c63d299cf26</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Mark</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qDTjWFsO3R4lpvcZEu6N7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1328</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/963">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Creedence Clearwater Revival</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2850682</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'rock', 'roots rock', 'southern rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IYUhFvPQItj6xySrBmZkd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a02c89d6abef58ad10832020c06f6a8a38dd9a32</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3273">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">497318</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f9b40704e3361c93ea8a8b7a86a5d9ee755466e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1R6Hx1tJ2VOUyodEpC12xM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Croce</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4973">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.P.E.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148xHiokcrFEaLFdwktt90</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2d84fc02cafee050233db0208a1a130b42bd9c4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9701">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">s t a r g a z e</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1287</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/899776360e7afc1d82b6da6e88a3352609fc05c8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ArmVuGn8UtsupvhL3suRy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5364">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4k77aJhMCHMppCt9saevxb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Catalina Sevilla</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8567">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZQEU2arcWXSv3oz8hwWBK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CKY</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1984996e9d8dfee0cd0723fcdbb8c6294c09ce7e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124039</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4740">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Pwy6Wat9hp8g83y6gih5g</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00e5d24df766b5bb9e108a8d3872d646a1193ba1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3063</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damage</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3962">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1007</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qlpFH9e4sZ52tAPy2KmLz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d92c0e29710d321dd21e5a60eec81f0c1588681f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Moore &amp; The Rhythm Aces</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4714">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6D9xBdOOyGHqOam9OShAWl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bebe Winans</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61003</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e89b7f71cb9af34629a492edb5df7bacf22efeb8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9370">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17cff1e32ef14e8612f11f744de9d9ba0d9128da</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Waters</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40gBCYSWHjnXBZBevPUySP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9666">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">496</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29qw7Q2Ai0i3kBta15tVly</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6af39a45b24a40b800b24f08b7041e7da9bbdab</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 Low</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1697">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Percy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PWS3ACXatxz3XOb6vvdja</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/570">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93b3bf89128eca055092e3e7eec9115085f871c8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Paslay</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313976</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TONBKcqVR1LmPdfJxvkMU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5930">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e42e1f682eae6f96427d6dc04cc42133172f6d9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Clan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fv6GA2FEaH0u23PS66uFK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1430">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'lovers rock', 'old school dancehall', 'reggae fusion', 'roots reggae', 'soca']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/882b8b6ecd112898aaeb8f03390466cd51ee0881</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81083</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kc5AFnL1TQQdNaMdSW2UO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Wonder</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6358">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian reggae fusion</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian reggae fusion']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tash Sultana</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">861935</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75163345393e7a87896198f5bc18752eb677eea5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zVFRTB0Y1whWyH7ZNmywf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2848">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6178a551fb05cb940ca1dee7ba4e9f57bfa6f73c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amy Holland</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1257</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14cTO4S2dPhz4XuVEMMX3v</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7022">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Krizz Kaliko</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188134</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'pop rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SEJQy90Vgg1aSnZ9b4AU9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c444470f1256675a0520397946fb4897ee5eedd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11470">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nSVuGIChFcZhRC9kVbypu</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Hancock</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28b9dde37bb7102e5502949491120f100e73a817</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5447">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'disco', 'diva house', 'philly soul', 'post-disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15734</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0729e1f110b96ac6b9113b4c87998afd40fd06c4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loleatta Holloway</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3m5hegxlB80Z2zQb1893pc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4140">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Serendipity Singers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e3aacb6555d111286a6f1b8f2fbb17e61626210</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1974</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60mbIWU4hFqNwuTFE1jPku</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3237">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly soul', 'post-disco']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ycdPM6Y4ioJzcmZRlp4Db</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2058</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Double Exposure</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e2727dad8e3aa55d97b2499d9ca26b9ff891372</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6434">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lake Street Dive</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230829</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston rock', 'electropop', 'folk-pop', 'indie folk', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44e01c91e7fea83c93e03585b139e1ae6df6cda0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nuc29fYGlQbIrwh4yrNWd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3326">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kSG6Dyyvf4MM8qWWrgKJq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/513c9bfad405476563e5cabdbaf1732fbff12861</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">901</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evie Sands</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10462">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Farrell</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3118</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz saxophone', 'soul jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">550VNM96M8mO90texkUWDC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f3679d20de73a6795de977c5bbf5b6333b9cc0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5545">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22312</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c24e503add2fc4abaf42ab9374c1ab5294bd8513</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TorzrcTerTn7l5q9LVjmt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheech &amp; Chong</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10058">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5433</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cobra Man</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c8f8ef09866a7f37a1388ef770087776025aed7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hOZLmKpSs0uaKbGeiWSf9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7977">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JnjssuFBg104paXN0mKKn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f65b8662d2f0ab6ca7b42cc4a180ece9d13af93</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patterson Hood</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10996</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'athens indie', 'roots rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1364">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D12</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Qi4Bb7a8C0a00NZcA77L0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1128115</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/462121abcc7994f6c677e4c7900a791a17feafee</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5577">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a928d6af9b12e70d462f844425a7450807ccdc2d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">325</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Wammack</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WMInzBGPhpDHCDv2wsZVj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/75">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qqNVTkY8uBg9cP3Jd7DAH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billie Eilish</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12391614</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcf71477d890a736eb769dc5f8af4e7d28278824</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11433">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ivan Kojouharov</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uQFkI3sRnrkcudFjpSrWP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2068">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lonnie Gordon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34ugek7kTxRhRSsT1d9Yer</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hip house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca4508a3dc18d435f3888b39dc10068477ddd324</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3490</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5385">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44a5598cc505bd6774c20bc689e6d61aff5a18cf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xoTZnaFX7xWz76sVSgg7u</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5212</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pages</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10925">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Festival Orchestra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3akUqAy3Q1WqRZqceC4jW9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e71b09f4ae75137c5117488b0dc551a508cf571e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5526</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9580">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">463179</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wTAi7QkpP6kp8a54lmTOq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johannes Brahms</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5c6af18beb1411ab49c2976647e0d370bf66a88</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'late romantic era']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7364">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44wJRGNtWywCUJZug8FJg3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unearth</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f5124ec49fbf5b161aae3bf2caa65e13ba67b46</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95059</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston metal', 'deathcore', 'groove metal', 'melodic metalcore', 'metalcore', 'nu metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/955">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gZq1Q6bdOxsUPUG1TaFbF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1461319</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dbbbb46a8b51489ce42726a31da9220a6bc81cf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Godsmack</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9716">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kentucky Headhunters</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sgj794K3UaW1ApX28ZUhY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/385a797d23477310bc8dd3263289d7701927a2a7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91789</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'outlaw country', 'red dirt', 'southern rock', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2928">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep eurodance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Get Wet</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep eurodance']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90f69bff851d14ace49250005cede88eba9b217b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69vUB5BBarDyTccTGcDVhI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10559">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">040Bv6cZTRh30LyyYVXgJX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Clark</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28c13674fb1b67c41ce648ce04868075d2377274</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'baroque pop', 'classic uk pop', 'cosmic american', 'country rock', 'folk', 'folk rock', 'power pop', 'psychedelic rock', 'pub rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22573</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4590">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessica Andrews</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f42ddbace3df505b45e6bf90ea1e0a21ffa80dd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rNhVm2CnqiO5Lv4Dt2lck</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40806</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8477">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tokio Hotel</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46aNfN89JrOQTCy97GoCHa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german pop rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german pop rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adde10cb1008347fb61e4633373e644e3bca434d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253519</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10487">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d7a5874ee1f8e891f8593b85f869323d32c9341</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1161</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UzPUByZ2mlcfGjh24HtUS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laurence Equilbey</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8966">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bizarre</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TSvMFHlguDI495vujOAys</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a3aa0a3dbaa45f841064b19c6f28f19274224a1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73746</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11002">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27555a2973bfc99d3a90f99bd5d3744e4693cfe0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2A9k7TmzMpmLLmYjZNAlIK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DL Diedrich</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2251">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3513</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c44c0ea7e6d57b6d7aad006544e7f399177a2b8e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kane Roberts</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'melodic hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12FdDK5z7grZIamaG6xTUK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10555">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XtlLTZ5kkxXYPzJO8avcw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/597863435cb970b1fcb009ffbcf85b562d6d4adb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marjin van deer Meer</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6054">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0O834tNw0PiiuYgj24yq0b</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d2a033844ee40e2b7f31304f97534c3a1fe4351</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andre Kostelanetz &amp; His Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">910</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9071">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7689</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bdd8b490d755a62291978b7a0046531fbfb91a2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BDyPnpEAyd6kFM1Wgpdgz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toby Lightman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6318">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191823</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Polyphia</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98f9774a35bb153dcf5d077adab01abc5f9d8632</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vGrte8FDu062Ntj0RsPiZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6405">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'easycore', 'pixie', 'pop emo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3b1465f02cc6415cc20f59a102aa6bce2edaab4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eoazmwspxeKFenMP1PQva</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144947</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">This Wild Life</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5791">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Ed Brown</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9855</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XBkny92syvAWxlIX8CZAM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11a8ac74a0c8aff25eca2c2a72c46b8bfc70c54a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1930">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Thompson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dC1SJh5elSp45qeyfgInn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a56b9a8e2b869d2d454a39a0824532aa56790711</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1443</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/716">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bd11d69e0f2828d28443a2001700b0867868fff</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hLBMpnVLdS8kOLFyFlq58</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2451</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mystic</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4283">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BgLyUKS3eyXxuPD8CwflY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69ec0fce548de3c199f5d967063984a8dfeb4ba1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27562</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Country Hits</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2439">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7437</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccc4b106bd94875ff1e2c1601642fb4775bf6f30</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ne8hQEmy0eZu9hlE3j58B</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenda K. Starr</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6100">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZWqPynUpS5f0jNEGw6dYu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny and the Expressions</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6069">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dee Jay &amp; The Runaways</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fcb321fd5e125ab709c3426b97e55299fee3e10</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RwNX6WnevSEPIwr1AkiRu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7028">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uSftVc3FPWe6RJuMZNEe9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Bird</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">354612</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81500d8115d21b639c31c8c76a94a2af3d1b13c3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'baroque pop', 'chamber pop', 'chicago indie', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'melancholia', 'modern rock', 'new americana', 'singer-songwriter', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5566">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6r1Xmz7YUD4z0VRUoGm8XN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'piano rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon Russell</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123873</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/803611243fd0decfaf6ac4c0ff4864fc04754c47</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5266">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'jazz guitar', 'smooth jazz', 'yacht rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nDqTUspmq8IXhcEZT93iq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82247</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Ritenour</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c92db7e0567f5e7cc5902b9b60e76a2e068ade18</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8370">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IHqSz9eAwcxZtGug12v4Q</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wal-Berg</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd6fe9f15bfd42493b68a1cba8e0ee98b72889cb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11200">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c22fbb702e5e55c3d203667330fcdbe19486f65</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QXJpW2uDOul6qTTmWurVb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2015 Global Pop</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6653">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83424</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nichole Nordeman</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KSjxPoT71Dq8qcgfWTdHh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24e0ca10df30bb6e14e3d5e3c48b2cc860aec192</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/577">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350442</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thundercat</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4frXpPxQQZwbCu3eTGnZEw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e35d16a145cc252dfac50c80c0823581f45b9fb3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1380">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308630</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33c42f2d911a72e21eece40e63f3c013d92aa776</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bubblegum dance', 'dance pop', 'europop', 'girl group', 'neo soul', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugababes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rZNSLWMjTbwdLNskFbzFf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7001">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d190e645f63fb0430299aa85600afeeb432130e0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aesop Rock</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252098</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fSaE6BXtQy0x7R7v9IOmZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'alternative hip hop', 'conscious hip hop', 'hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2538">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ha0Fz4i0d4gu5fZbhBCtH</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286050</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67d57a7bbc61fc3a4f1c5a5f0da83379ddcff519</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Night Ranger</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5669">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pXRWt2xs9uVuBO2n49jrm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1252144a059449c9d06889a409d6c59abed9a72d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earnest Jackson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5367">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silvia Suarez</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cz11xSFj1dNkI99HwyMSl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3627">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iBuBivHItWMpdiVmLT0uB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7028ef2814990e38fee3068a199f51e60d8ed5be</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sandpipers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'easy listening']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8145</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/343">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katy Perry</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de737e8c8ea06501da9f0a3c2a6a5c3a37bdd816</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jJ0s89eD6GaHleKKya26X</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13627543</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7547">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherub</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122551</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92ab4f63f7334bcce1057d78232997f598dcaf1e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00dwwnz3V4kRfu3UFYpJLz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10467">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">400215</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1R52cwGf75yTf7I3Q0Irf8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T-ara</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'k-pop', 'k-pop girl group']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd8af1e4b3bcab50bc4457ea1d4bd21bb51654dc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5516">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1033</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sons Of Champlin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0d49606ac3e33fe10be37f94b50bb434fbc22df</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LmdSHbQzMs8ZL0GVGpwXb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3452">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'jazz funk', 'latin afrobeat', 'soul', 'soul jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44eb03fbaa05bcc91a4abf2974959f5c9eea376b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RWnslEkqboHbDg0OUabe5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mandrill</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34177</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3990">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72RvmgEg2omdlMV9aExO6a</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200010</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic rock', 'irish folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90cfea30bb216297b677d91c4c5f22024a7a766c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dubliners</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5346">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'post-disco', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gwen McCrae</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">742YR9ZgF0tCO5juBfvPAU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16350</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d3aaba749a7e744d07c388aa187f4ad709f42e2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6590">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Propagandhi</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian punk', 'melodic hardcore', 'orgcore', 'punk', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c8c69b2fb23e49d5d3ad454a5d2ad8a4b75560e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qpy5KY3DVrezixTl6mziA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97802</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1998">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/594e3685741b2d18f7f73984affdbc99f7ff398c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Mountain</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Jeckitay8SbvKwqAzWuYH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57231</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1298">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'girl group', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3405591</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c5f885d075e811cc9efa77d0f6c367701c5553e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Destiny's Child</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Y8cdNmUJH7yBTd9yOvr5i</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7294">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twin Shadow</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'chillwave', 'dream pop', 'electropop', 'indie pop', 'indie rock', 'indietronica', 'metropopolis', 'modern rock', 'new rave', 'nu gaze', 'shimmer pop', 'vapor soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05e33ad0b71acd56a2c2ea6dc099f2b718378294</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157128</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fLrPFLWLSCrp7gcTZXcKb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4235">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9b543c7dc37dde4680ffb64bb298ddb7c84b118</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5itrmPDNPeLCvd4sYI2xZL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Estelle Brand</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10831">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vAykL414fw0Og2oklYvaW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/141b4a8a4b53df31113e82f988d6f3ea3ea74fd2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camerata Academica des Mozarteums Salzburg</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5671">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7co1PJJq9Kwr0jLLbS5NNh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/183f164d64e5a13ce462fadd372cfb0265e4ce5b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tufano &amp; Giammarese</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8788">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UnvX7Zx85VNjOpLdaq49W</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Havoc</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'hardcore hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fef9954d8d34343cd4c3d2388fcdf8ef2b5870e6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42162</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7500">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Magic Man</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hopebeat', 'indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'shimmer pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84044</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ejhZKxWJr9apHAzj74DHv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hopebeat</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb6a0e35973977032f5e73aa1c25caabe34e507a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/740">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18184</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop edm']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop edm</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2auikkNYqigWStoHWK1Grq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4803395372817c58ff9c6315e96e282b9e4a1fce</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Martin</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5435">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59389</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uMy5ZKVPBHauBYTTfCojq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c02665b6abf482588423f4d291d724e21bbea32</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melba Moore</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3299">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Parsons</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba60bd3c44727720be5c5b3a4fedea7fc5fc996d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100161</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HpZkC8GUktP9utE6OPWZG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8430">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian uplift', 'roots worship', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7566278a03ff79d0ba63cc4ccf4248f836b52402</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbie Seay Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xPxYiZyp9SWFG3MIFkee5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22651</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4880">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B. Worrell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u1cG3zBCdzvvbP6KktiPK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2621">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">885</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3606e48e78b1b2bf7753c812d7542e341f4645a3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vtjCpFunIFNdbXkBVx0gL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marilyn Martin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3692">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crow</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HBX2vIWfKJR2s0jfzwroZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crust punk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crust punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">707</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bdba73e4a5fe198ea25055699eef187a76071a2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4359">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/681c8abea42cd3a6f91d2cdea7676012acf0e45b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4f7nllUJPSdK4iQH0AHLVd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Music Factory Karaoke</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11120">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d2ea8fbb14a48a00a258453be27e44e954f132e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kwBswqLAwOSM0PdZAEKaM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2018 DJ Grime</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">348</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5044">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pRq0U6fqH5r5RzCTskGAR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2543</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d784f5301bba7871c5eec11058bf272a26b04c2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonham</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7861">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mad Season</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'blues-rock', 'grunge', 'nu metal', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250537</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e30ffa1b0abce432e9598f2f7746fe65ac22b9c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0T7JQxpy1Li93vLNirbv0Z</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/121">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a0f9090548262a85cceef38650642d3037fd1e0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 Chainz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17lzZA2AlOHwCwFALHttmp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4794317</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10684">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5R6d7z38BUzbml0yiC3F1R</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e6957e9ff7c777d1785dfb1faa77ceb8b24262a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poor Gypsy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/453">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac7a7da35957c9f49a206e3311b81c6d936e4b40</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elle King</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bhu7P5PfngueRHiB9hjcx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328553</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7584">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69690</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a17e74e2093d2562e17a36b6e08a8bfae7c0ba8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Anderson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7871fSXc37bZiC4UXaY35j</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5767">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f6bec878b0036a9d59b971585c93da9dedf6d95</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8760</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Spector</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ur7kjN4pd94zjUxrFSMDj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8260">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Low Anthem</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27aJr79YUyfK5ZrcFxF5u0</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b89a68ae6c0cf82027e6e2cab1df8ba534ac407f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folktronica</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folktronica', 'indie folk', 'new americana', 'rhode island indie', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23754</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11413">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9cee1f68114aa4502aa275c56d32e1c1d5e02d9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NB Ridaz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134904</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KNDYRKdCzuKzCCUyjAcF4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10369">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55MpnEs9WFDghiE4mf5hsW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G R Shankar</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70a213d130b45c166a1f8bc99dc9b2a7e5d03621</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/880">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23554</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ea68884b66c0df8ed04db72bdb7cee14a8ee707</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin McCall</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2teIxF2qgr0rYmTTMKiZ7s</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6016">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6661</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g4Os4LNZvOQUaokeSLCwG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P.J. Proby</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcf2a9bb95c157eb161f21f997d79ae4c2a53d7b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5877">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">What So Not</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AA8eXtzqh5ykxtafLaPOi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">aussietronica</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233993</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/529a3d0684dd04caa82e1bb7b6e3f81eff564bcd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['aussietronica', 'brostep', 'edm', 'electro house', 'electronic trap', 'escape room', 'vapor twitch']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5361">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iF0fSBkuxoC9WHsUXKYFA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Korona</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8619939cab2590403c1c027fc1c48fc2cf8ff568</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3629">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ROSZETTA JOHNSON</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CP7yKkslqES37eF1XGArP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7538">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1148260</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a14b2160a280694d414afae2d08d52a8e894c8c6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LP</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0J7U24vlOOIeMpuaO6Q85A</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3139">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iGmfKLgK5eSMgHp8YgLnS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18451</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc73f15ddc0774beb7b9b97c39940fb3f5039372</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Santa Esmeralda</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7199">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sublime With Rome</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171154</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c7e15c6e3902230f8f7352b68bde951a23302c1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XXrhkZKSGd3CUJQFnx5tQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8698">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oJolWh3meHLWUcyIijst7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'indie pop', 'indietronica', 'jacksonville indie', 'new rave']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c82f3a31ac0a4e7a70e472540c59e01be8e9ffc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Kids</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60398</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3655">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xWTQw2TL6j7mHGOTltsEW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b238ffd4f47e16b8c3be46a0be24c41ad90e712d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2542</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Plains</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8072">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242197</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Lf3LOZp3U3u2f6cWMd3AH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Weller</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d253c5304e61ea164a4558243024a6762c4ca41</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4635">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pro Choice Karaoke</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39SxEZ3tqMcObAi3T9QJzB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ca2648012e8ba2a76f9c9330c8c9f714df2ea34</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8732">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">543MfZv01HPf7j6zWivpmZ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce011d7b9a89b7dc1d350ab5b509547e4608606c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1439</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Stacey</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11066">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oBu081zNmGAImA0IAHgY4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Country Rockers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9de4baf611e4037a05792150a233e8485b58f06</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10964">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1839</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3e14xsOvW3Jj12VqbkYZvq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cassius Clay</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3af06c7c5606dd636903ea8469b1ba63d745de6e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/892">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'post-teen pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210045</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ip2u3e5Nv6fFb5xyIHxEE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DEV</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5e548ac335a6a1d75c5359c52174bea04abdbbf</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/948">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IfculRW2WXyzNQ8djX8WX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'hip hop', 'hip pop', 'neo soul', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31d09b036bb398388e442714f838e5e27cb89ed3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erykah Badu</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1559625</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2572">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aS6jYh7ysTL1ZUsHneNgM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191588</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ea2bb74aaf41c33bfeec2a7ee1a28c706d59ba6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Berlin</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3082">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">346392</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'funk rock', 'motown', 'p funk', 'soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SMVzTJyKFJ7TUb46DglcH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1446b47a02ccfced95fd29a0c389b877968ed878</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parliament</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3844">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8d8394c2c0eb847fd3b3153bf9dd9d6ac917ccd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VL8sLEJ6lHEwocjc1pN9w</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62130</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tremeloes</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'nederpop', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2536">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dgnITyIAN4NrmUVisvxHU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">431803</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'post-grunge', 'rock', 'sacramento indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tesla</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd170d2b2c6d61ad7d54365f4a32e4d8940086ac</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6455">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alina Baraz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">534509</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hfwwpXqZPRC9CsKI7qtv1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'electropop', 'etherpop', 'pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddd324120952ebf00aea07d9ce75b96f7ad33eed</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9950">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31669</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">basshall</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wtMPMvPtiFylbnNXF6CAj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['basshall', 'dutch hip hop', 'dutch house', 'dutch pop', 'dutch urban']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f480ef0a1ec3507535db8bccae8bce395e49d41</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afro Bros</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8776">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67734</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hKXTmrq3ZppBx881yBbOr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Gahan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3831a35623839fb957e60600a902a06357b26ea</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6422">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical cello']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2b758b9d57f4a2aad3558873633f4827b589a1e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33636</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OTr0YwLwGdv7mlmX27hRX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical cello</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheku Kanneh-Mason</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5375">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['power pop', 'pub rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cf81533c83fd43a82e2831b1e8196b0c3f2237c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WwKEo5A3gZBAvo7pqlqpa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Inmates</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">power pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2599</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8355">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dYoxyPcKB86r7YPWzcO3c</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">light music</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b01231373d8ddb586da670581192d125b9ebcce9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['light music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otto Dobrindt</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2262">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">916049</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daryl Hall &amp; John Oates</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf1520ee06b1c8f139df15ae21f253af4421f153</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77tT1kLj6mCWtFNqiOmP9H</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'folk rock', 'mellow gold', 'rock', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/755">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'deep big room', 'edm', 'electro house', 'melbourne bounce', 'moombahton', 'progressive electro house', 'uk garage']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/808c6e527e54ca77e311c796504a29122ecdd187</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129094</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2L8yW8GIoirHEdeW4bWQXq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TJR</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2132">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">763</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A.B. Logic</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uuPMhG3hFjDQwMat8Zj9b</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b9a64e9bc72a6040860628a6008b9a7a71a7664</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8221">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7s6c1gQXQCakbFxmgKAQDV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66519</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5a6f919a97d977567d7df83c8db07b01bb993ea</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juanita Bynum</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7060">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Låpsley</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/785a2fe3fbf45c8b48313435fbac5f53872bace7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172023</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'gauze pop', 'indie r&amp;b']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27ze6hCgfr3HcDZAHY60pg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10500">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Glover</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfb1dbcde39427a80de9706ec69bc322bbfe55c4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6594</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NuneeBDaWZspG13LcsYuV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4131">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Martino</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a0246e68f01729ccb9df2611cfb764c89169ff4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7egNqIGRldMzifHoh8pib6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45162</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5088">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lQC1mHpO4lvLpN9XYZlIH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f98cd785b40aa5b514a1b7d87d9e9e08f73df35</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toni Childs</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14738</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1502">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'philly rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freeway</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Jwr7hGoSNK3S3QBxh3T0z</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129559</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1d6f2c6870346f34024d964c341c9760a7a2694</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6291">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123453</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wheeler Walker Jr.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9168626aea7fb5a57a30f0c3917bd46d5a10a98a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">redneck</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['redneck']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PjV05LlULv9XmFu7HeAia</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5600">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d99dcb4a7f212c6d71c507258af565eefe608271</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7N3f3j43FCxIzBLeM3nItn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Jacks</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7661">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'psychobilly', 'rockabilly', 'surf music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8424e844dedfa76de60611a64a70a526633cb1ae</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68100</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Reverend Horton Heat</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4byZW0sEv5RUoyQBfv7CPw</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5540">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9659b63b45a35cf8a1291ceb3a896bb734a25262</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vNHR4OsgOsktxndG612B7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pratt &amp; McClain</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">364</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4259">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83784</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rico Love</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be9676e559e4d0542ab55c0c84f49995a68446a4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GEcMpeGIad5O23WxDRFMn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3987">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'experimental', 'experimental rock', 'folk rock', 'freakbeat', 'garage rock', 'neo-psychedelic', 'protopunk', 'psychedelic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62868</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xYxgSJaIf7yOFLmknYX38</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28a9fd41516d5ad8cd092a2afed48346612dcfa8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 13th Floor Elevators</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11334">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/428eb0ca37dee02f17d9b363d97c6a916cba259e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4R9cqejnp36hZoeV8ckm2Z</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Post Child</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8337">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc8efdc6bad3f5a131f550836da64e172da41cd2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vince Neil</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67588</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6prESDxZHvHyqqYsHSn0FE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11508">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46ZksJuntJEBE0jYFwInK3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11758a4f82ae34604256eda7b1651843a1a4cf38</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbin Thompson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6185">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447AjP7EitHZ2ZFrMKDN2c</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitty Collier</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/885c3b91a339cf7e4f21afb6c44a22942da33c55</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1423">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e297229990fb57d1fb2b99053af7f62a3e26c716</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74843</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Cannon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480i0t8YiGc2aoOR6BeLAb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10626">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28501</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atomic Rooster</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fd9cae3e7735d4881edeb75d98a26345dd5d578</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'canterbury scene', 'classic rock', 'hard rock', 'progressive rock', 'psychedelic blues-rock', 'psychedelic rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ix7Hx8Af0jg9X4OfD9sYR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10292">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZzZI1n3772QlqK4PsmEnB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/648e9086b2dee8e80be3b32678c1e76b47e8cfe4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Douge Zoe</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6193">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Novas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TOybZZvFgVCTPsTAghY6I</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8731">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5n71fmAB8Un2IfAPn64erN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'metalcore', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e3cb8e8b78442066cc973e72bce8e6cc82b0571</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">From First To Last</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162798</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4118">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2403e8b4721aa515644487bda10c4f985374c8a9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2814</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nDEW2hmRliyOfxJwO2CL9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitty Collier</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1892">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2128</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gabba', 'happy hardcore', 'hardcore techno']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gabba</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aXox59c2JVDCGYgB16WmT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5a45ab81ddd9ac24d6623ccc53e8fcd71a4961d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruffneck</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4523">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carolyn Dawn Johnson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25531</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e396de917665f4633fe426831df5714cdc6373e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian country', 'contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SwVn4s8PdhY9XQhi9SetC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3043">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Travers Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46e66d2beaf24b2dd4bde97e03874bb0f3446c4b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1547</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZjFFy2brYzBcYNAPwhW6W</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2795">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scandal</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RFGnJaDVOyxL9YcFaKatu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7da2c218d4717c9d5b630e31c1398b31bbbbc125</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7770</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/541">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D75GcNG95ebPtNvoNVXhz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afrojack</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'deep big room', 'dutch house', 'edm', 'electro house', 'pop', 'progressive electro house', 'progressive house', 'tropical house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3002915</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec25756309b1f7af565252f78709d69a8f11974</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10439">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15062</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0b4SurbppI0Uhv40rlkCj0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'psychedelic blues-rock', 'psychedelic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Captain Beyond</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55b0e15b214d0605dfd6f95b6c88013cea7ead78</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10402">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3175</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59SNrXVA519VMDpAktiSk3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep jazz fusion</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/245206af58df88edb6cd03bbec81b3af493c23cb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep jazz fusion', 'jazz electric bass', 'jazz fusion', 'jazz guitar']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Khan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1587">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german techno']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vFpNLbCXbBFs4kFBUlkSl</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20103</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german techno</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zombie Nation</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f12d01ed7e180dd7bea95d85dfca9c57e89801de</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8446">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dailey &amp; Vincent</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0709e51c62fe0c8fe97630f661ea9bd7c26c40c7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12062</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xmd7RPLO292xIiLMAryFQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'progressive bluegrass']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1822">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camp Lo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'jazz rap', 'southern hip hop', 'turntablism']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oLZx5FplbgfM8DEe9U8LB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b431af90dae717b153f080acc910b89f162db3f5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73002</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1709">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74445</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08DLZqQd6XDAVteF9nSEJ1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a884cd4fc8e2edb3b718520b4b7b19e762a53b1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paula Cole</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11295">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stoney</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36660cba5cf9bc6e08478e429a181d5ffd028e1e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Bm4Wk50BAZalapsJ9gmOT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5509">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hattie Winston</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4H0my5a8sIwIpCAROJvS5y</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6310">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73de808d5e04b715fbc6f859bf6dcfc239dd159c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">937</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QM4zJDvUZPB1oX0pGLkjg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">halloween</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby "Boris" Pickett &amp; The Crypt-Kickers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['halloween']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3809">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'classic rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa2459e55bb7c6605e831918f88ec4a97273d70a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Amboy Dukes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cVLuEqb7aOHuzwssXHzWI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8895</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5921">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GzbxRqcsESoUWWZQAapoJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Omnibus Media - Karaoke Tracks</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a02654f32294b20b359463793dbe374ae528a3ba</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5244">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df1252435825727cf98c26aa053c6106af4309f2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45493</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goanna</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kmYEa0DFPDv2Opcpjv5el</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4306">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fake']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fake</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HBsEeqHGxgBuW286YO6LM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Precision Tunes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3753</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a537403408da29519fcb9c86b7c6d39ab64fc2a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6816">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justice</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58d9c87c082d3af6f8ea8dc7ac44dd3823280b45</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">805734</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gR0gsQYfi6joyO1dlp76N</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electro house', 'electronic', 'filter house', 'indietronica', 'new rave']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5613">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/615ee21eecee611bf80c7867cbc6d13d5799d163</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">666</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ndt8TW7IvdI3SPh0LBMHO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">First Class</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/98">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1648be767a172c9225d46eec363ea96554c6d198</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">757aE44tKEUQEqRuT6GnEB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roddy Ricch</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504080</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11219">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fdkSq3ixAlBVfhGBw2ArZ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Watabayashi</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10194">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03620234574c268c303338e058dd742c6ee36b85</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kids From "Fame"</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3294</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Beta2R6dsbwzDa75TFlaU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1984">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yo-Yo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kL8ioxe4mWK945hvcHLkS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daa065a93551345d1890c1b86bfd554e2a8879fc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7409</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5465">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fsRdlcIqvbGBlknU3wif0</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Berman</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2279">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mzpQ9E9zO08iEx79BEJyb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d9061065a3e5274ae9b3ace8d4cfcd2ebc0e500</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6661">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lOJ7WXyopaxri0dbOiZkd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f02e77f547d00e590841129a82da7827ba666f5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'baroque pop', 'canadian indie', 'canadian rock', 'chamber pop', 'chillwave', 'dance-punk', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'nu gaze', 'slow core', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Broken Social Scene</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230095</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10669">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american choir', 'choral']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Angeles Master Chorale</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b85015a1745c5c17e1be52c5598b9f4b3ee40ed</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">595</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american choir</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66HwS8U1RybE701IOdJT1x</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5476">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d277cb27aca845b1b4a2ef2e414a7ae36607db1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pockets </ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">404</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6o0XPdBAnqVIPR8BNY7bRy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9494">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nordic soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gJo8uPRrP4oYa63Px8a2o</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pessi Levanto</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2b5962a0ccdf4f31677193e8ec23845790df292</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nordic soundtrack']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4447">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ff0e8751e512f74f426628afed61a794a9099d3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dashboard Confessional</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ERtgeBbWRkFzIz6LaFCeY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363049</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'neo mellow', 'pop punk', 'pop rock', 'post-grunge']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9843">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c91fe32db0b08e4f04283b41613a1b8385da413</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25982</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beloved</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46h3caIKtqPlEfRHuSdibg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'electronic', 'hip house', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7098">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4709ca2d6f33462e215dc4e0fb234315e0707af5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baroness</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-metal', 'progressive metal', 'progressive sludge', 'sludge metal', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KdXhEwbqFHfNfSk7L9E87</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159707</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1543">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunshine Anderson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b898bd8443f4ddccf88d1e3c6c6cbc363d57d78b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hnmRa5ahunapQbPjKUbMK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77383</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1108">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1626424</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gznATMVO85ZcLTkE9ULU7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenny Kravitz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['permanent wave', 'pop rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7763566d5c16348b5f4906b407ad69b9f6e0d67d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">permanent wave</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3563">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Glass Bottle</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DS9Sq0o5z2T4l1h7MUoKd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/badd7261836bfb17ab4b199039e5ee347bab69d0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3053">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47abbf144c6523f1a14b1e3c4920f0fd55e4e0cd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235793</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Emotions</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64CuUOOirKmdAYLQSfaOyr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'disco', 'funk', 'girl group', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'southern soul', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10065">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Box Of Frogs</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">636</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X32nXY71Ki7aoUXDedkoF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38ac9053a9da4413283e29b1b0600f4d2cbb796d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2448">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xkAwz0bQTGDSbkofyQt3U</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'europop', 'new romantic', 'new wave pop', 'pop rock', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34255893ffd5d4ccc522458d377b31bb434cf5ac</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Belinda Carlisle</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">321475</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8876">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2541512</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">belgian dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73jBynjsVtofjRpdpRAJGk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1bcc97072bdc97ae89a18591c7587b64953abab</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dimitri Vegas &amp; Like Mike</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['belgian dance', 'belgian edm', 'big room', 'edm', 'electro house', 'progressive electro house', 'tropical house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2118">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217630</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dacdd2f3e22b15cda198912b8f81102cd2ca09da</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18jZvCsW1PJ4FDQ5gEXuKp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debbie Gibson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8906">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42mKjKqNCSgHbxaBFcotDi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'modern country rock', 'outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trent Willmon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12328</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/370465e9c1ce6505cce9cb74fa42791f861e38ae</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1756">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'deep contemporary country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LDnSV99gbDSsMX3Dcer2b</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anita Cochran</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4159</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7710bc600b23ce16cc32766cd98c52a06c40eb4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11331">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nonchalant</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CLDamRUJGkWkM3STSpz1P</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2095">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/532156a01e17a5044468dc4921157dddcc457743</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hardcore techno', 'hip house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5325</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bizarre Inc</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07lbidCU8ZwtNCUrmaO0QU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10072">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raven</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afb6cd43c5993880c3a41fd5444774a908adc957</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EH9eSje47IiRyVsq3gfkl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock', 'metal', 'neo-trad metal', 'nwobhm', 'nwothm', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21546</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11257">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">477</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05a8507c0c1d06842cdd9fe02ce6657885f27ba6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Revere</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sdACJuitGO70fExV5Pn6j</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7690">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/269018c4d2da0444eaa28b7519b4166aad0729d3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103725</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Denim</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RdRumkn2UydUjqytNJ2Cp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['austindie', 'chamber psych', 'freak folk', 'funk', 'garage rock', 'indie folk', 'indie rock', 'modern blues rock', 'modern rock', 'neo-psychedelic', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">austindie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6812">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32395</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hillary Scott &amp; The Scott Family</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EVSOMkocOlqAZ9ujkGrQR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaeb2ccb1473716a8ac4dc5517efe15250df81f8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2148">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9247c1eee5d106d64275b71a883692defdd5047a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3129</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitch Malloy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hard rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2enzvSwQxqtaSOv6Fi84vZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hard rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4378">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/527e9003ad6bee06f7f63c14db5270d891f67854</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xYBLeSMu1AqPsnUzEvx5n</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anya Marina</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36799</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'ann arbor indie', 'folk-pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2829">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'disco', 'motown', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Chocolate</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72VzFto8DYvKHocaHYNWSi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd72b50e171fb494dcbca05fe8958bcef84144d5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114509</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7035">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100790</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Metal Church</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'hard rock', 'melodic thrash', 'metal', 'old school thrash', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0exvkfkATkqWOJgugTjJhP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3564761db8ab96e50f3c2ea83e29bd729d1b19b6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10617">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Osmond</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5e444c7626166db330ea7c6ad5a758af9129d1d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1735</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ix7E72xX5yWLJYEoowXFh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3951">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a818c41c4b2e18e92996b24fb6727da1f40661f2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FlTKgucbhHvlJVf0pnvOv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trini Lopez</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16742</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6956">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">502831</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JPy5PsJtkhftfdr6saN2i</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c3031087d35a465f8046cb7e94e80a30b23cb19</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'breakbeat', 'brostep', 'edm', 'electro house', 'electronic trap', 'glitch hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bassnectar</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7064">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kwxTgCKMipBKhSnEstNKj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Animal Collective</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336111</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94721d9349cc57b01968409bb5e5f86ade1abb91</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'baltimore indie', 'chamber pop', 'chillwave', 'dance-punk', 'dream pop', 'experimental pop', 'experimental rock', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'noise rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1123">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">colombian pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juanes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2431752</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UWZUmn7sybxMCqrw9tGa7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['colombian pop', 'cumbia', 'dance pop', 'latin', 'latin pop', 'mexican pop', 'pop', 'rock en espanol', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4b137ec88769cae378ac17b6c8bd7ddd0ce350c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2894">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">basshall</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6byCVLbgOawjt1RStMyJWn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1874</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diesel</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/554fb01aaf4ce5c0ab2d600d4f998823de9d8034</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['basshall']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9409">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac04be6005b1b08f0d9c4a92cc2b2de7914b7530</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fames Orchestra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45418dLjuA5zzq4AcAEM2w</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3464">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nolan Porter</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4283</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9110d071ca45ff756cd395542a088777a0a04ad6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7H2X4y4sB4EnP593GbQi66</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4261">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eEyJYLYfx1dY8rsVsNVG0</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3637e0c6c896e1a41a2dea5c1eb29585722a86b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hip Hop Nation</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3048</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4787">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d9e63e0f70419266afb29de50e9ac28b8e1615f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13ccXrK7AmXb4TddMkE7jy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everything But The Girl</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic', 'lilith', 'new wave pop', 'pop rock', 'trip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152235</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9967">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iEL90Ukm494pvsIFc3LJ3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">431</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c16ce01a15da90b48e257cc8bbf6e059fe2ef0bc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boogie Boys</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6063">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51387</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bCvHtuIXWXPbCMdSYudmZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d358fa2370bf1fcfd558125640587eacb59b183e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cilla Black</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7941">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103081</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pU3BpenOZFEBzORx2YBJW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical tenor', 'opera', 'operatic pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical tenor</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plácido Domingo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd7bd083928d11461642bf32df6f5bda813785f9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5231">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b25ecf4f0b6f1f669c30c19e2acc9e6d6b4f8c50</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HSdM0L3rHIM8p9EUdMMKz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Minor Detail</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2352">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107712</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38be85e1a7bec745b422558ccb41dccb9c9e61b9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kix</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'sleaze rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45KpBChrKYWhTlU6N57ofu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3800">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/863d20d533bf014bb4ddce7c8d542471874d2a62</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18329</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10TSIJnyUcowWhpjj59gHB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arthur Conley</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9979">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5He6VbFkpZk9D73A22xwDo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buster Poindexter</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7ea0513d47208528acb778c2e248ff38d6f3456</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1457</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7592">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55034</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Evans</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qL5lCa1VbCzWiVgnj6QIV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11126bc4e1a951aebd240099d4b3c81928402d2b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5795">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21e091b7cd99de35f6596a34e2074441b2c1424d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mashmakhan</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trip</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trip', 'prog quebec']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tZy7W2uz3JsklzkYv6eLt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5940">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz guitar', 'soul jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0fcfb2e4dbb9cb9c408ba7fad9bdd3526ef6ed8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03YhcM6fxypfwckPCQV8pQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118077</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wes Montgomery</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8631">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21llRsWqYgA9Eqdl6mlqEO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe6ab1bbe289c1f6f93940125171882d9cea5f58</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Country X</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10344">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03ba6cb79685cc78c492668e3c252e5c53b3cde6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qvS1CTPZHz1KyE2jx92pQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3262">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00a2066e2104137e034dd55f05ee8a8887d98728</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'classic uk pop', 'dance rock', 'glam rock', 'melancholia', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'protopunk', 'rock', 'soft rock', 'uk post-punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roxy Music</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">409711</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fhOTtm0LBJ3Ojn4hIljLo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5826">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NKd7niRFDzPmHvk1UGsng</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angelica Galatola</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c3adc8e2b796fc5bfabb93b09c44e577600523e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10499">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Mancini &amp; His Concert Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hrkQuyYjHArfBoiB5TYVO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41ae7ea2d9becd40b4896d63e0b9248dd54a3dcd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10002">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TNT</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363VbwpX9anvrThJ2qDwBy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17521</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89b75fb8deca0b6606409e19757cf86422c8c993</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4657">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dubble Trubble</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4946bcc65ecf14fb5339df7f7a896212d2cd17ba</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RnUwB5FnD60Cfd2SlWnyi</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">650</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5157">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Eddie</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CO7qgV1BusQBS6uyi06Ff</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1194</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33e74bba41ca4a42701442e86d8a7462d596e770</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7857">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GVRgPtEC6sZFqvItIk3eg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore', 'melodic hardcore', 'straight edge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60d2b52fb5775cb82683569b5848d7cb7f455a54</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terror</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88743</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6496">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">591yCCsZCLXvaJ0Rg38vLZ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d93f764b23cfdf83e58f2f8bd7d53b1f17bc2093</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247754</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Senses Fail</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9733">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X8QFzZ1HqwPfwDfyjtwXC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83836</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'cool jazz', 'easy listening', 'lounge', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29de04b93c1e8e70ece8f13e41d99f63b16eb525</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mel Tormé</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1976">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3R6c2tWDBeYB1GncjLMn9n</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d017775d0d78c93083e6f29248acdc243efc68b0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">414118</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candlebox</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'nu metal', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8847">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da7857540e02bea4d45f9c43cfc445ad9c1c010d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Z0ylJv2j7VQgfCYb0I0Re</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1284</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The McClurkin Project</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/205">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Skies</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d947dce93a6f48a04f3c8c60a8b94cfccd6ca51</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3003157</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7d3WFRME3vBY2cgoP38RDo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5888">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Arbors</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l8tMnCnqMaukUtSAZ6dqL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">'band'</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5510">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3207</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6f24f4b878df4e77697ba4f6c4250028a6df9e4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aRdnBeUqTNY9zdBzOrkvJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Darren</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6945">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sara Watkins</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'folk', 'folk-pop', 'indie folk', 'new americana', 'progressive bluegrass']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7657ebb1199c60b07c11df06831e6522b4fc802c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26381</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FDE7zZ6jmP8HHb9ej3mek</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1308">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a88770cfee206a8417cef1d04daa757477af874a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114349</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yqDXjskTQI1nj9bH6W9Ze</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooke Valentine</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/875">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cory Gunz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f34499e43e4852115a4ed78c7621b12c741ba06</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10337</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BAaznGSsqcksud4R5ou5z</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4429">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mNB8ykTlENptzmsxXRtdS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawty Lo</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191685</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8999aa6e9f80eb1011424233a2b83a041eb5ce4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2015">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gin Blossoms</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'permanent wave', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303674</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/376fb2c94b443d9f2df1b5ad6339f1d5c28b06ff</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kXp61QMZFPcKMcRPqoiVj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9054">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Auf Der Maur</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fxERzhr7rD1JvYK9Xer8P</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20dbecbed8d63691a76bd890fbe140f387b37d4b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5748</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9915">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">House Of Lords</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'melodic hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iu8uY2sqeWpiwxcdwOonn</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21081</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68101dd7fec589c7e1abdaddf308ba7f97b9d0d8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6022">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1211</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'freakbeat']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Colony Six</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2y2vaJMlqKJEAW84HUf98H</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1b8a4b35d627350ea8ef009c11df5e7a6454408</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8248">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Gillespie</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb69c738b51344f62ddfdce8533291170678641a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14541</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5B2GfbXgossZt9SE08Iqn6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4667">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Paige</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da169809197d7996c30019554c69c1913bd2939b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26PDtWYDJ1KD0brukKsJH1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47508</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2718">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c05ebc15af06d7750c149d43b7490db7c1d1b3fc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139888</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic uk pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'ska']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3loflELg7MzgrOyNqERolN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Style Council</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5504">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zSPmsWqRI5tzHhIenchYF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Q</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8089">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14941</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fc94564d9acc24586e3ccc970dc58e67e33b3ee</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QbGBnY8qUpzqAhGPKJmF2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrice O'Neal</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2991">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Caldwell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83c3f5b4e1327502f3c4f1f186ef928a9954dac4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68515</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V4Z3qMCwYofWHtip6ePF6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3666">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jYKX08u1XxmHrl5TdM2QZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46873</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lulu</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be4f9a496f4c4cfd8afd3642fc665b2a29c1083d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10265">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5K0rbdBrs2tNXe5LeWMATT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2103311f1aedbaa1c8c9514d79c45f4c3ddbca96</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173495</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bootsy Collins</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'p funk', 'quiet storm', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9503">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tEASD9k6JNU7W4mdg2wtF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['west coast rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c85548575aa356d3e2054030f9c058d8181fca3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Pooh</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">west coast rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2862</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10554">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/597863435cb970b1fcb009ffbcf85b562d6d4adb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german soundtrack</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenny Mockridge</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german soundtrack']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">792F2N1WlwgWhwNk8T3B1C</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1797">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KLVlDcMeFn8H7sapLZsSV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">881</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Refugee All Stars</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8214">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cafb7e79777eb04b56ce919161011396c4aecfb8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Burrell</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66908</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fW7wYpfi0yzlc8JPP12jA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5611">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['stl indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">stl indie</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5860f64aa51778a04c7bafa50d7b2b53f4ccdaeb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brother Lee and the Leather Jackals</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RaPBAUuBDGgRGmYtxim20</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">423</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3679">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KGQvnOoqUHi3KxKQMZtXr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64174</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e01ffdd1b459c5cca0e3904a60b006c834991281</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Box Tops</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7553">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/488672930999a370f71ab0a05fa3f0b96ea5341f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wqUiS4h7BwhfqWQ5bsrGp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruby Force</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/898">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4832703</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfc8d115e0ea8cb3e540569ffd87aeb890a1115e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Martin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin', 'latin pop', 'mexican pop', 'tropical']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7slfeZO9LsJbWgpkIoXBUJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10764">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3C70YyGomtFQ5JHGOJn8A7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior Murvin (Junior Soul)</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/157eedb4cca159958650329719c164f2e7f1df99</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1192">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44121</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57cbafd7ba8ed411001e7f5570fc80090805891a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4USNIVeRwXIAdbVSTqelbh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jibbs</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4959">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IEiax2qJ9BZiCKs0DXzc1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38d0e5a562cb41e2d6ee269bc8440cf79a464c3f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Terry</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42159</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4861">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YdS6qEZcbmmqDnedANTsM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1109d5d3bc55b3c621220be79eeaafa4fec31365</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch house</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2259</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Real El Canario</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2835">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281032</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3845b0119f4cb5375847b0b7bf93b43d942077b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chromeo</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mV8aJphiSHYJf43DxL7Gt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electropop', 'filter house', 'indie poptimism', 'indietronica', 'new rave', 'nu disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7466">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ewAU3d4El7WSIxWUJaZJn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83700</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eba51e92f80428aaccd7b6a27a2c790c1ffdd8f3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Roberson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo r&amp;b', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5311">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06FYNfwEgXT2zTJ637VlVk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Hine</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9312">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1561</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Myung-Whun Chung</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestral performance']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4b67441af1209f35f44684e0e7e623da5550f4f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hdiwtmc6OEFFxpSlwwmby</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/164">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1738530</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IVAbR2w4JJNJDDRFP3E83</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'atl hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LACK</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7b33aaeac1367b35d9c74a53fc9cfbd38f79fee</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/849">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe101b8159bae89f1e97c55a96af263852a5513a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40xbWSB4JPdOkRyuTDy1oP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1209848</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicole Scherzinger</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/476">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['house', 'tropical house', 'uk contemporary r&amp;b', 'uk pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185816</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MNEK</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0174ab82d6878a54fdf872973980ad34dfc0f79</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uMh23xWiuR7zsNkuNcm2G</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10254">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classify</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28441</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classify', 'piano cover']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Costantino Carrara</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eVJh60tcshbgbm26TWISX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/346882eaf99d63e300cfee6ca69061b10191b394</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10353">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52a16d1a584512b4be042fb6e1a104165343bb04</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz electric bass', 'jazz funk', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Return To Forever</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1txWOvvuItlRlkB4rM0cUK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44946</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/810">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f11fc63657807e45b1748f6db211766a9eb58b5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17158</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rozzi</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4c4aEmXU6Hx95REbIZ3S82</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5291">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af54f538789ffc8b6e4c39459f866a8c5fc179be</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mHX757X1ukOqoGrxw4qH2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricardo Caliente</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8276">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e69cdcffd5f507679a3f58f89b19f792dc6614e9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.D. Sumner</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1638</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6krxSQGvGldXRaoFYNCYpK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6857">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sully Erna</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5L1SdeG9JS8cmL742IYBIy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20388</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9eb6b0105b7ddc30c357b50282901ecaa75f3df2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/385">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3278</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00188728782ad8e854679e0a98349d715188e77d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4L1YBxxAxQx0HG8lgPcFcJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damian Lemar Hudson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3674">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15728</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6etIM3JbzGPxTdfNWWfsVH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee4c11a3623e5b02cf80953cc18fcd0dfcb1f7d4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The McCoys</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8182">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30652</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dae58e5967e76a18da62ca6847bfaae741f3aeb8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fair To Midland</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GfzxrTlFX1DmRSVqMUvaD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2051">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mQBpAOMWYqAZyxtyeo4Lo</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KC &amp; The Sunshine Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bb10d98f17229e6cf1051d2d50e7a6afbdcc838</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419910</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3885">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Precisions</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04wcvutO63WXxkQtmuQKkh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2495">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f76f736fcf00948fd95522709e260f946c2df388</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OWapcJm9xd55ci9CYbAuT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['roots rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">roots rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Lobos</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70505</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5290">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1150</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glambeats Corp.</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OfhO7rFJyxPWi4zqy9HxJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coverchill']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05c6e40154da3bf5cb305ac2104644646650cd15</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coverchill</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9207">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caisheng Bo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfa9ccb3e8ae5e4e535391821d5c43ec6fe26d32</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gmLSFO8qNOVLiTaSvQxHQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2591">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10527</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hi-nrg', 'italian disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f95d749e797ff999dddaf321b571588611bbb6c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hi-nrg</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JyfkCTV9FO5Yipee3f9EI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trans-X</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7032">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amon Amarth</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87c56a727b4dbb8355761f417f39462abfc095ae</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pulcT2wt7FEG10lQlqDJL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'melodic death metal', 'metal', 'power metal', 'swedish death metal', 'swedish metal', 'viking metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">557319</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9793">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70052</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/300a1135a0826cd033c50d817a2e1352566e2f6d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian alternative rock', 'australian rock', 'power pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HZQqtnOYmjJl8XAB3Vg8y</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hoodoo Gurus</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5856">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e8v9C48pJtQoa5ucb56EJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f916d4400900ec0b9b51b399bf5cd47fb09600</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">441</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruby Winters</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5878">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie poptimism</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie poptimism', 'modern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Two Feet</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e59df010222b480c76ddbc36ca26438a5d859fa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sWHDYs0csV6RS48xBl0tH</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">694942</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10512">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bxqwbU9pD8GXcuSmNSSHU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adoracao', 'brazilian gospel', 'rock gospel brasileiro']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ministério Zoe</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20efca447bcb2c98f81533287a8304e1585206e4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adoracao</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">534695</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1499">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">520</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19905e6b499f4b913d597c2813c20719e4940434</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Shane Steiner</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5taaHcEgGsJTuj62xFYy6F</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7340">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E5E5eAP6yDhZ7EHc0Evr7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185392</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Grace</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d49155d2208b8c6df9a1c22523a87c6a41641a80</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10074">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cats 1983 Broadway Cast</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2334</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01c4471f1e0b7f36e3730d8c173472f66f76907c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cez574BwRD00PGEbNl4SH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/520">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2e1af346e0b57d2cfe5f22e8db77305f443c9c3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'modern uplift']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TshyQDihSYXSWqvclXl3I</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parmalee</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103022</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/40">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bazzi</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2037540</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45509320e642ccb504b927598857768df0468dc6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GvEc3ANtPPjt1ZJllr5Zl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3803">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'motown', 'soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Inrg8cs8oc4q8oPES4a6S</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Five Stairsteps</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/704a48c20516bae09ff2062480c282c9e63c5544</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27293</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/352">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'detroit trap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AUl0ykLLpvTktob97x9hO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8387f928440def7d6047a213f216a80e2a1d4151</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1409854</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tee Grizzley</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11223">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warren Wiebe</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18VPUiDD3Q60qBOaXgiqmo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5546">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cyndi Grecco</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KXAe4JDPOa3FO87KfoHy5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/811f1c2f6b5a260b90533d2950c49b73e0ac06e2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7928">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62567</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'hard rock', 'modern hard rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7by60V2ChbeiVhwXK5Jk6l</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Country Communion</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f61f9324dcf1c83af668311b506e4d16391f159</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6042">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XQexYaGsSsNNEpsdLfJ2l</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liverpool Five</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61b77f29293a48c06c2ba657bfc63024e59df879</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4284">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['show tunes']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">show tunes</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Samantha Barks</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/708297fa7e0b9326100bbd3731be8f515b18be34</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gOl5m9dY7IGAipqpul7GZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12404</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1924">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2idymNTKUdnTxforkb12Mw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative pop', 'alternative rock', 'jangle pop', 'laboratorio', 'pop rock', 'power pop', 'roots rock', 'underground power pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35057</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matthew Sweet</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3884e4ed2190e3b467b6c75458c1a779ce9900dd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5460">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a8d966a452a6b473bd35674e8aeeb3a0fe07d91</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">717</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79EQ2MmIK2wQakeotwFuNF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">British Lions</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/761">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Budden</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'pop rap', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/869fde0dd0284f3bbedeaa7151ed4d5625627a0d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SAugjIcuwNPKS4urSB7A6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">262864</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7202">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yq6uHIfFks9yOURUuCITV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stacy Barthe</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19922</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b6fdeea4b69b0f52fbd4ff9fc2589a5fa27e56d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4376">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13vQloYd6mP7V1mVwKJwS2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Matthews</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176435</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bacdd5eb38806862b5474ce8fa8ba9f88d598cc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/759">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37W8SKV5Vc8lcGtdyWCA5m</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">566720</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a195fd521597dd76c8a0318bebe98a6ca46d6594</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Allan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2971">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">596</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dynasty</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12be8ef8e7cf9cd0044b9c66cfb2b7d0329b0f0d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7E8yETzDbHYASNxtFQysf7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10445">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94651d09fe9f0cdfb5f85ae6d6c50643d09ab916</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124469</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">world</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QncudMSOiKxYRIKRDks6S</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['world']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hindi Zahra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11499">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">686</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5z67HRLMUYoZhaZPWUoV94</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T-Boz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11340">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xnCcXWwbW8xVySh1O7ViY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Taberna Del Piano</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8074540f764e242a761d5505d3b58d1ab46b3ce2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11357">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16851014f0735b182e0cf9a9836674c34755636a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lando e Dino</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7n0lzHt8P9QczAwhpuIvlp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4195">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lbUjuMzHkT4qIECvk2f3L</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chinese hip hop', 'chinese idol pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kris Wu</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chinese hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/683d297101da97d2a0dd9a0c7a56ab88ea91ba42</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419333</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4455">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iMjWsjqbmYLobomSh4B64</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc393879f85be73f518b66e74c5228a8fde5b8da</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">urban contemporary</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47829</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mario Vazquez</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8451">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bda0999170fd7c2042416bfc6cea37e1b4778a5a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jkK3K1ATFFHofEWjd2i00</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'freak folk', 'indie folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Veirs</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47177</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7758">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ccba8ecb62d7f80e18ee58e09d9efe7796dadb2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soil</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175848</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PoYwGOztIrPpBfRIlMSxP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8743">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'heartland rock', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ed84e5aef94289fbd0430ed196831e64243475c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James McMurtry</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52BKc9OtCbQstAAPTIvLGH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38810</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4693">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Talk</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ra0gi7sbUAPLcejpUPslf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fabfbec11ccf2600838fa19755e313040e3aa55c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5766">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">636</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a39092cf4557b85db2afa00a56947333b5120ef9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bells</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66akX7UszLtTZqTTdcFvBL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4177">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracey Dey</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BwzBcJsd575sLbNPgMzbJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7148">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dumblonde</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3b2339f50edb65d555ef96d7aa7bfb8eeeeb45f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09euro3EMwjDLkNLF7GbA1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'girl group', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10474</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5996">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ce5ac340ae5d75410634e1bab33ba75f4e94bf5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moby Grape</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NHSh9S0VQiFfsEFbvhRXN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'country rock', 'folk rock', 'freakbeat', 'psychedelic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22404</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5775">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f5e6383a803df41153fd871f6d0d0af7b9f08a0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Count Basie</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jFZlvIea42ZvcCw4OeEdA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bebop', 'big band', 'cool jazz', 'jazz', 'jazz piano', 'lounge', 'stride', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216453</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11009">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Boss Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7t3hVbaXlkjLgUnOh5ePt3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bba043ce97fc67e52250601883551c165d94a57c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9640">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5912ddae048dfdace0793b166676b1ead0fe4c8c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23437</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paris</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UPRFx3Gnn5N67opROnwA5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/899">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'spanish pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalia Jiménez</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0j8QSBQZ9MNSGjHr1Vll1R</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336525</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7565e06ba135ef34dcc043647f8136d5d883c2a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7482">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2015 Fuelled Pop</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4af44acf0ad4f36b0f42d091dcf6ae6607898b95</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VLSTL3PChLLuN1T7lUv1E</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10674">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'banjo', 'bluegrass', 'country rock', 'folk', 'jam band', 'old-time', 'progressive bluegrass', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19542</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5612ca6b8d6349f0b612031483b3a21bb7b9ad45</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Hartford</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NAr5zThPfMx26ISgooQK6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7180">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YCpRzudpG6AeE0IvCjiGo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160673</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dc6d7cd539e2f54a8c2debbd484e7767e0d0382</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">United Pursuit</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian pop', 'christian uplift', 'deep ccm', 'indiecoustica', 'world worship', 'worship']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8889">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450iujbtN6XgiA9pv6fVZz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b743a5f809f671be6a60f79aa662f9332e3d749e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Razorlight</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'garage rock', 'indie rock', 'modern rock', 'neo mellow', 'new rave', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">312413</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10314">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65TbyndeGrDlFd4IkZNfbN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214403</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geraldo Azevedo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'forro', 'mpb', 'samba']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55de00bdfebe04cf2fba84fd33d71f5a360872eb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2907">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Crusaders</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48589</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9da555a5a35053743972b8595aad7e242f73092</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'jazz fusion', 'smooth jazz', 'soul jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Bhgbs9kIwl8SuU0eIqN6b</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10494">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4df88dcdcafca5edcac09e2c2573d117d801220</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54197</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british jazz', 'contemporary post-bop', 'jazz funk', 'jazz fusion', 'jazz guitar']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4v0R1feRiuCDch7aAheVhY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british jazz</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John McLaughlin</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2953">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277827</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13y0kncDD4J9wxCyfKr10W</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a87715e524d6751a54c70abf7074aaf810ff8a4b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'mellow gold', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bette Midler</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7696">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/023ab084da471f34f5546df517470526695f2d90</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'neo mellow', 'new americana', 'pop rock', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brett Dennen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FC1LIeQXKib0jOwZqeIwT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141275</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/401">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1134c6cc39953feb998c83d5a7356ce6d1548a5c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calum Scott</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1479190</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ydoSd3N2mwgwBHtF6K7eX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/572">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VxCmtR7S3yz4vnzsJqhSV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202279</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian indie</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d492a69fd1b1379bcec93f1bd43ab6e60a2ea419</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian indie', 'australian pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheppard</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10671">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e00f1c23ca504f15cf13daa09c6af3a7cafb3d3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tee Tunnell Harris</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FQn8vWDtBvlcwN12cf6Fl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5725">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/130ba742cd58f87ea419938415ed429287719683</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">623</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nite-Liters</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pNQAy0WBOswRdQ46zluZj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3814">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7k9JXkYLc9TBFynG860BC3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Friend &amp; Lover</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/196040948055b40a53d32c49b6ad4aa4c2112692</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6124">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2bb729d999b346bb53002b1e0038567c5d3f76b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canterbury scene']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canterbury scene</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Lu14VE1i2ga6W93mIGfWA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1644</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Affinity</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4138">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f4b4d1355043ad7911c0fdfe737cdaf1d3ac5f7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4T7RXM5uIYHjEDFs8KwZQ0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Dorsey Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9150">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">show tunes</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4159ecbca8b2f0a4bc50a0c879db6f45df407d6a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xPnixQ29yHHVu8yBnuyO1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['show tunes']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7144</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Eder</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6072">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Holidays</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nIsHT2y2BNBFDHu9rtyeP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cb65346f8f8c7c516ce739a554cc5b613a3e8de</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10364">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177246</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hyEbRtp617pNCuuQjyOmc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lost Kings</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de68cd19ae8df48e6a637d933a94180bcdac0489</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electro house', 'indie poptimism', 'pop', 'pop edm', 'tropical house', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10518">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44e5a5bba710ecb91a9546d469c8864fd27fb0d9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">541</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Chicago: A Musical Vaudeville</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1b8Yb2lfzakyNQtpybaD71</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6374">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93799</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff99b3f190ffcd49dc427ccb5b3b38948c6791e3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UoOdQyBGyzrEfxcY77ce0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama metal', 'deep melodic metalcore', 'djent', 'melodic metalcore', 'metalcore', 'progressive metalcore', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3562">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4172</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4637f81a4adedb6a0915fbcf072c8d80b679aeef</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1a934Bo8PYrALBPndbkISF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop Tops</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['spanish invasion']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">spanish invasion</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7597">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Todd Terje</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164350</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/945748b003cbc0ca8f2c551aa957aa795fcff0c8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49gaZqfow2v8EEQmjGyEIw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'balearic', 'deep house', 'electronic', 'new rave', 'norwegian space disco', 'nu disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5132">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lone Justice</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'cowpunk', 'heartland rock', 'roots rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4236</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/050470f4bc667b76dfc89394260dc22f7fdfa9c5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OFpmma3V9yxT5XXgytGns</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6393">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chelsea Grin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b8fd46c2b973e0f81b5315de36cfec3c6b47147</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252644</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UgQ3EFa8fEeaIEg54uV5b</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8170">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24836af07e8cb0c4ce637c82a224f56dd79ad029</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greeley Estates</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30760</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2l7ALCv1HxcE32kc3b7vag</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2230">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75252</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/878e8112c18603245dfa6c9f6a974207a45d681e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4t52ndk0OkAxtb4vMDLPhe</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daryl Braithwaite</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8087">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e685c4f74d48ed6410154dea2dbedf409c639bf2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01rgao9OzfBm2BOHWJpi1Y</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1086412</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Espinoza Paz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1944">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20ldWECcOHmOWwKwAwvn4y</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f7e487074794d0cdd9e41d7f1803c03423afcf7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4297</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gillette</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10710">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LqGrJkHgvYwerUAYzvLUE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55c04ed4c7837a9f2631db4cb91d231314a83942</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Real Cumbia Activa RCA</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/127">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian contemporary r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessie Reyez</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian contemporary r&amp;b', 'canadian pop', 'dance pop', 'pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KedxarmBCyFBevnqQHy3P</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ced89c21774304e48717109d45d053720749f466</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">453580</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10421">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RjtLUZNqLtMpRKIOaVokc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0da745bbe13dbcfbc6c41f3015ee54880f3ba30f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dead Boys</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63411</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'post-punk', 'pub rock', 'punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10807">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz electric bass', 'jazz funk', 'jazz fusion', 'jazz guitar']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Coryell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ada8e6f72ce925e94288ca2ce6fa9b200181014</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14339</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz electric bass</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25s8YpOLWqI2SgTlvapJyQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6852">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'dance pop', 'electropop', 'indie poptimism', 'indie r&amp;b', 'indietronica', 'pop', 'tropical house', 'uk pop', 'vapor soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">812996</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xe8IXgCTpwHE3eA9hTs4n</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18b753a034aae665dfd164c8ee8e8e81ba5f5e47</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BANKS</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3794">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XC4S8ejEelRZQRwwXrx47</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Karl &amp; The Dreams</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6017">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b999892bf47a08a70fd69da6585e174b8dbf2f8a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QRgfCLzSR9GyCjXboWQTA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14682</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Montez</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4896">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mDRuQWnJzMvD5BmmmqXZ5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">F. Knight</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11037">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YcYQvh90LabrI6cVQBoG4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8384</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Acoustic Heartstrings</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47259c9aa47cf990fb42616c1cf0fda18d380ec8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1328">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7guDJrEfX3qb6FEbdPA5qi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stevie Wonder</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c59faacbed7aa770266bad048660810eca204108</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3699663</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5677">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uk Plc.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rk5f3HKuF0Fx7mQosu2Iy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3412">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2364</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The DeFranco Family</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Phz26PNbjIHdIt3K8xQCh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6463">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">aussietronica</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d6a5e32c16012c1afa66c40c4cd39415b5549c9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11gWrKZMBsGQWmobv3oNfW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">316645</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['aussietronica', 'brostep', 'edm', 'electra', 'electronic trap', 'escape room']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alison Wonderland</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8970">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prague Film Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41f4f7b604ca963d690ea72e2e6e9c798daae019</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CLo6dHLYutnDFkGsjrbps</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9593">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sEmwxBNJizU2RUfVNo6BC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mandy Patinkin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1b81eefbc9d72166f32f48137260128d70d6c2b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11333</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8122">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104902</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6cdc58046fefe901ac1ba4d1c13cdac3357a5de</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wsdUS0EJ7zHgti2nxTVWR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrick Stump</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8263">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tito "El Bambino"</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1659973</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fJsY7afrbsyzJj9wdzJMh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/505f46071ba384a153090be6cb8ea993c8f4b9eb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'latin pop', 'pop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2900">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85851</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'power pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Knack</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f5a283dfaf275c565879058920e5ec99f9833b5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Nn9YwJzcaeuU1jJL06e3r</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/576">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BtHciL0e0zOP7prIHn3pP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f742684b90d170fa5de0d6437971ee5e3920b9e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2512324</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Breaking Benjamin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'pop punk', 'post-grunge', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/26">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TVXtAsR1Inumwj472S9r4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/012ecd119617ac24ab56620ace4b81735b172686</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop', 'canadian pop', 'hip hop', 'pop rap', 'rap', 'toronto rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drake</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39945500</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/253">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">High Valley</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77217</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian contemporary country', 'canadian country', 'contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sQqZtsAbXAoAnvA8iN9kN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41cdaeb77844eda3dde4026ff93faa6b0038a9c1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1299">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">538629</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1162a2565c83c56f69440a0ee9c0c5b05c1bfe6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trisha Yearwood</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XlIhgydjvC4EniPFZT20j</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7830">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c11639aefa52cd7dafaee44eb97445b81b41f61c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack DeJohnette</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17783</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'contemporary jazz', 'contemporary post-bop', 'jazz drums', 'jazz fusion']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rDjbKTLlpNYJRWMm7QVxU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1074">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363343</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23LbwefIODbyGdRbAz3urj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f0af01b403d6d8d7f98e33a683dc6fe218ae6c2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yung Joc</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/179">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">YBN Nahmir</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gGUMEwIX6XodWsYEvKSal</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama rap', 'rap', 'trap music', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46924c8d74b2c8837be70dfc67c5146c897e8828</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1739266</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2951">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IZpLucbO7nqXbdLL39Bts</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Gastwirt</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4141">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kmoIUly5v8RsaKDhevAjT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Stafford</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3806c2ea7b1d71b86ca0ed3dae0f882e5511348</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2666</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7491">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Puss N Boots</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc4f0baecf15a81114701c3eb3b8471ff9bd1469</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4907</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cc7BvcBlQC48pdFv2TRUh</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4479">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bdf9b66cd63586eb14f64763d9dd67c1c08ab1c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starlite Karaoke</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66BZN51PJ5k6bam5jpNCTF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/52">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69UfPJgUmFFAVT740qGVZi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ken Darby Singers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7390">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9221</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed0a1a07850816023072047dd9aa39b69bc5b632</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17zyzKxYWmKPfhLtcI6n7d</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Traci Braxton</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/93">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nFkdlSjzX9mRTtwJOzDYB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4863076</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JAY Z</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4912d27d6b01dd790313d8ef76586be6b100550f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7341">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177374</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kQB2RN7WwryMdJ1MoQh1E</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68b2a0c58963a3c2aafb7a1ef91b27835d6bcf19</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ghost Inside</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1464">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcb99e70ddeeaa2f7ac256383af8ad382a97f8eb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ai8wem3AnC3ccP6E5aw1q</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20079</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isyss</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9203">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78e4bbdee2f0841c421d9e8c9edc5b87dc38ea2d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cYoU0s24ehE9gPplU6v7J</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24037</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Lesh &amp; Friends</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9787">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JqoJ9CMC1y6iLHz5zZLut</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5902</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/173f67b713291018e6d119c52d1f41d9040524cb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'jangle pop', 'power pop', 'underground power pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Material Issue</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6107">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">628</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Head</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3461ceeb0b23e9ac6213ad607ad08b01553d2e15</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wKpYtFnMb1OgGxuJsmrPY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3921">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36447</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Seeds</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'folk rock', 'freakbeat', 'garage rock', 'protopunk', 'psychedelic rock', 'punk blues']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mcarhiatlvfCghqcn73rC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8015a78a77ddd9ce012fc7879fdea4e690b0c92</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3521">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zyz0VJqrDXeFDIyrfVXSo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Lee Lewis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfa2ca7065e4e435b0ef28d1eb5f0e507b7d9cff</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368461</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'piano rock', 'rock-and-roll', 'rockabilly', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11203">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Rk7Z0q5s5GK0JApHf4nBA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7bf7cba3a682cdd5042f959cd8714f845fdb7a8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The MGs</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5002">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Caesar</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IOstYUATS0EQ77A1DG7gy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep melodic hard rock', 'glam metal', 'hard rock', 'modern hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7776</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep melodic hard rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aadce07c4ea0f797665705c8debb33d5dcdb0a54</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8364">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monia Liter</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VmNUvtIeEkG6Ee1ehXY9v</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfbf83489a523d3a30dd8812a4414a462c6edf57</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4288">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63yrD80RY3RNEM2YDpUpO8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melanie Martinez</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92a5ad8518a21a8667f8962cdca0524d34e4771c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4653364</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6671">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brighton indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Blood</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2S5hlvw4CMtMGswFtfdK15</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brighton indie', 'garage rock', 'modern blues rock', 'modern hard rock', 'modern rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32edab67a5aaa296a2e8bc76cd59e6e49f351f4f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">864316</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2603">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aR1lCi2CX9PZ2arGfnsUr</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Taylor</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad1022a077b3f1c5912988436e3b70cb011b70ed</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2675</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9542">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Dancing High School</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vFD7dGfKT0qcTNmcgdP4x</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d4184525e4efd1dbe1805711f4327e4644d332</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">593</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1729">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66169</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6a0d5ae42af256dce3a1b435ae8ef75479d8895</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mia X</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2d9xPZQzgCr6ObcDkUmjLu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip pop', 'southern hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8293">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53bb06961ae94b04df8ba5d0b154f61db4f8ee75</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3driPpCh1JEUnPFKGyHXDr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32983</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-grunge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Medicine</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2163">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">984</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2idz5iBEl0H3QKceArFVeo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M.C. Luscious</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/962878776c602f68375beab9420536f2c2e722d1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7154">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep underground hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/542965e29c50d26568595c747fdfe4ea8782870f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71WhWdsVNTLxsnfe8M3Peh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78242</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep underground hip hop', 'indie pop rap', 'miami hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">¡MAYDAY!</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11143">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7k6Mg75ykWqh60HiEcnfLJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6f140da6c1baab44804fd3567d10c5897ca190e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OAK</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9510">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17765</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/247b645c1d37508e810834dff83ca4842786c957</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['french soundtrack', 'vintage french electronic']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">french soundtrack</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Éric Serra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DptMAbvFajxK4ZObg1OdA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5449">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QQ91J9Pmq7gVnjZmYoaD5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Music Factory</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0db95fdb858ef69f449d8f5b036bdbb180d35e1e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5785">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s3FVDZtJYYB4Tof0zjXZo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Sister</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2babe0413ce3fdc4b6813de63690f474758243d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8859">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock Star Supernova</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1950</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BKxotZtUpXm9qXdqUKeb8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fc1a526c38f02a4660011a1fd76b85723865f5e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5951">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['library music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2205773d3f7355535cb601a229a1da7033c50f4c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Eiku2RFtR4xvfYi9kNO4D</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">library music</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">611</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madeline Bell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6598">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01c04337e0c9f53e1b1d3ac2f7d8893f27de3b38</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60ciIY5MouLc2Y9n34DJdA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ledisi</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">297548</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10767">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GCr2mkCaB1ZBHmAZfsvwh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brooklyn Bridge</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/619db443d42de54c7303099fe311cf31b3db561d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11028">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e956e684b5beff5349fbefbff884f5f2758dc79</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jHCJWgwdcqysvbKWjXSI6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3280</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wailers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7308">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233799</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ede8894dc37695f2007a4b116e8e42b5ec95414</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cuban alternative</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ibeyi</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q8NEHGX70m1kkojbtm8wa</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cuban alternative', 'etherpop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7363">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1067914</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Regulo Caro</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YRwUbRxrawmnBdixwJi5W</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'deep regional mexican', 'norteno', 'regional mexican', 'regional mexican pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9ddaeaf8a86c49c90a194bdbbed0030aef12205</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5762">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm', 'soul', 'soul blues', 'southern soul', 'southern soul blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gdaEBrH99AfhsiQNbaSBp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37747</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Z.Z. Hill</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2ac446bfdd0ce3f971067b8d1850250d5787a90</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8483">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fuQrhMRYMtoO9uOlFad4P</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mathcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89887</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fall of Troy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddb1e0838523307d04fc5243614c4bdf29c1e115</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mathcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6019">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spyder Turner</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6255dcc85ff4edb525fa3e9c45d9f85a549a722</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">189</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WY9RIHsINGWgV7Ne3D8gx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1576">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d6b03ff0028d25047196d0e731f938a42ee19bd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'mellow gold', 'neo mellow', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jJNGWrpjGIHUdTTJiIYeB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wallflowers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349718</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4502">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'melodic metalcore', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">813815</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Pfv2w8a20xzC7Dr7QXRqM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mudvayne</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/732e333b5fc9a77b00c2abf741ccada86bfcb6d5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8289">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d88bb2c26f888c1f6ec8358ae22657025af83645</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Hornby</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reading']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WIvvGyPaFRxTuwBZkbqoD</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reading</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10342">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4726</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tata Vega</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2701f01e787cba285789460cc32b55e19f188de2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BwDmDGJ3hROn90wmD1nqi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1497">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YfHAR9oWkNkUFcqjHfyWn</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dbcd45d6911db3c4862b7c13a5334ef5a7f4c72</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Traknox</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1798">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christión</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MlDkUP0NuzVFQwnwiB94h</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3460</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9748727134443e7a95345a374ed655644721a4a5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10170">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6abf49118f79bf3a606a03921000f77b5f900380</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BigMacBZ</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28LMEAFnCzQbIKfhLIctT6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3335">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/355cab41b2614a92c1577bd54d53659a083c3f86</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Douglas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13640</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Pqx4mXYDGIDcg8E5FYjZ8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/581">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11208d65843456cf3854717b8e411ef8fede7141</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hJcb9fa4alzcOq3EaNPoG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snoop Dogg</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5003461</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4076">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Knight Brothers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df380eb560fff13ffe63cee01be9fd5ef4745e18</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jtTaWFkX6pZWBZcZ1jdHH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6776">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vDpQbGnzRbRVirXlfQagB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative americana', 'alternative country', 'nashville singer-songwriter', 'new americana', 'roots rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d8c760cc83f1dc99fc033e14a247b52cc02613d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">292018</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sturgill Simpson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative americana</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5560">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Graham Central Station</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OGcRXAY9iO4egWiIBqX8F</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9329f7d8ecff29df93769d5cf513ff8e924e3483</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29323</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4308">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5692</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oltrTITmLxLBHq3LtOPWk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/561da601aed1abf881b167a8b3a86d49a752f539</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Supreme Team</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3717">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea5ef947de130669669a5b70cc85f1ebba940e66</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3118</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">louisiana blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24qtJegdRiX2TPRvPN6rzk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['louisiana blues', 'memphis blues', 'new orleans blues', 'soul blues', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Adams</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/28">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8e62447a338a882b490460da20e90aac6d60ae7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juice WRLD</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MCBfE4596Uoi2O4DtmEMz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5247495</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9721">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Costello And The Brodsky Quartet</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9121</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10373c02770a2a87f4635c9f57c99239aa53c086</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">588Q45OGLjbYijHQHpWBA3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9273">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Z5hmVxMatrIWgNi989seP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remedy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1328</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78985f0de9f40e271683580f7dc9474efb177161</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10048">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cactus World News</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8fd651e528370167e852793c458bc34b8967790c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1334</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4L2UZKLyMb2uyXYtq0eHV9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic rock', 'irish rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/159">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">344331</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nivea</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15Dh5PvHQj909E0RgAe0aN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/211f6d466fdcc02143921a335a546a776229a23d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/435">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk funky']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6017</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77DAFfvm3O9zT5dIoG0eIO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kyla</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70eb6afc5f634aa8c5cc276990b6b55d6de7ad12</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk funky</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/519">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordan Smith</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60297</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4f1283296af16a7e6bff6858179bc6e61142ec4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TV0LZ3BaEun0OQEh96elP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2456">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elisa Fiorillo</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jDPhc8LxXtyTcrdN9QgY2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e362e078c2401183a71f02f60fb66f1f156a244</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5138">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ub4gS30ap9kUPwPABCZfa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bf1e9c22e44ba71c380d82e5e43f9fca7cb74d9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob Jungklas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7005">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fallujah</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3C5R32AIZlLfMa3uxLEYrU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal deathcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal deathcore', 'death metal', 'deathcore', 'djent', 'technical brutal death metal', 'technical death metal', 'technical deathcore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3759bf1937002f87e00dd8936ce25ec5f35fb7a9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46028</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5687">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51581972a3a7ae866541653e60a3afb6b4c6be8a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Heatherton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZIeThCJV4PpDwNr6lgSni</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1425">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07d6e0c1ea9d7d7e0cbccad4a6d821284cfd3108</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8703</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JXCJDLGh1k9cg6JbYCpYl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flipmode Squad</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10940">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oscar Peterson Trio</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ebe024a9f079c57df87ff17ec8a54c0459e8dd5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ldU0QJm31y0d6f57R1G2A</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bebop', 'big band', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz trio', 'soul jazz', 'stride', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84859</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4315">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">V.I.C.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d504ae58617afd491c5f12dbff8dee5b591bb120</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'southern hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49mHZzhcsoQB1JXWv8Q9gU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90323</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9522">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian metal', 'christian music', 'christian rock', 'deep christian rock', 'rock cristiano', 'worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LmsXfZSt1nutb8OCvt00G</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Petra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71063</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/060f0927a1f9c73ae7ac122a5a942f2dd5fab4b4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6112">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'nl folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d2dcad56b405fb66f9de56b0bf457a9583b31ca</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Andrews</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4263</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49czbwrhT97D0tODGwDyLs</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4062">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'folk rock', 'merseybeat']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24619</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UQwwYBLBvtpGHTMYzTgHi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ece53a7bc36f98179ffcbb7ce6af4b5e540c59e9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chad &amp; Jeremy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8121">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Zaa</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82055</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'latin', 'latin pop', 'ranchera', 'tropical']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KfBKoozFugeT1PBkz33xl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d71b165979a2989b58e7058ae03027bd01b68f6d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1269">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0762af57e71ee57c6ae04d7219142596060f373</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avery Storm</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79OSA519ScnPY0MVDpu8ZV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1252</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7276">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46824</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cassandra Wilson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TZ5t4kclsmGWHqb3mGyha</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e104f6f7a9633eec9525db6a9f2447f00192baf</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7953">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194636</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85fd5a94df97abfb7b7187b2253d36f22b3a8eac</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0W7wIkmxoGQbnZYn2z2sLj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandon Heath</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8346">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158123</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iUhmKPNkkPPS6FCQxqtNq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'memphis hip hop', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17c53966360d2f76d0dbc24629d2fe119885041d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8Ball &amp; MJG</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9251">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'experimental rock', 'grunge', 'noise rock', 'post-hardcore', 'post-punk', 'punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62BcWP4fzR8axESibNQEhs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143044</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butthole Surfers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dabd2920676f2ae15862ed8dfcf89a8ddb9d11ee</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9296">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'brazilian metal', 'brazilian thrash metal', 'death metal', 'groove metal', 'hard rock', 'latin metal', 'metal', 'nu metal', 'old school thrash', 'rap rock', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">859190</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/708db78480fa902437bb3ab8a40de6e9a9ff9cd3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JW8wliOEwaDZ231ZY7cf4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sepultura</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3651">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7eaecd55a323b9c4a75fdc005093f1e44debeb4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7b8blpDsdFfs5DMMMLBuX0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pipkins</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8247">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexi Murdoch</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9c78e23d67e5c39db6b29dcfbae7e58c06d9b37</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'british singer-songwriter', 'chamber pop', 'folk-pop', 'indie folk', 'neo mellow', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174640</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25mrbNwFzoqPWyYXLhiDRw</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2307">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/894052b82f45c0f550dd8321a0cef4fb690f812e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linear</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22i8GlNyvBRj7b93jmXWT7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7255</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8042">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c76e77a2c54691661438e76875b0f4df3ffe0ec9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tW9jWf8lpuzDzAdVMvNMV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55831</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meiko</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3950">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aXiMZrt4avAeA5fO4HDiP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54fd1f1cda43001a29e73343d28c82b68dbd82d6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hot Shots</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6260">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Diplomats</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b36fb3186dc4f15f65d8474360b4828efee9e037</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173104</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0P8YNJXX7QeQ8iZIUCXJgi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2191">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lita Ford</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77tBvvyd6SD4Y9Um1xcbxP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c4540e354c44bbd6366b118ef0cbd9711513147</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188158</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4829">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The So So Glos</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6343</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fb4b7ea965c4d53294f5569894a0eb72e8987da</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WrUzXz7uxtNFZuapRMhiP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/438">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5e2e813755c107d8f4b068ec1001ea0f91409f1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l8Fu6IkuTP0U5QetQJ5Xt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9054807</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fifth Harmony</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'girl group', 'pop', 'post-teen pop', 'talent show', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3100">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian rock', 'classic uk pop', 'disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09bb4a26cc6f2dadfc6b86803d3043ebd1b10703</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wMcQIxzH2LYHJZNxo9FcN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10180</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Paul Young</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8447">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141283</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad49b631041969184140b5c6d0ff6924b03f5849</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlotte Gainsbourg</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rBcvLKWCZs9w1qIWv560v</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9576">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3420</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/041ffb6ac6e8f852444e5861609cb93c87123ab9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T44kWQsaCh6VLltor1DFk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emmy Verhey</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8542">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">260</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerome Ragni</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00d810f3fb17371844d51cd0b56b16021e4fe4cb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xNiMQPoMI3bsPp6xuwU6x</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1144">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447218</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dab1e14fa725758ea71912d3bfde00578f479908</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'modern country rock', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracy Lawrence</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BQVRw9md4UKcGUrDXABCD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4952">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZEN9fas7mwucHDBV10E2Z</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod Stewart (Karaoke)</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d1de78e77a9697ae4ac9d7dfa926016b20eb870</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3791">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6504da535516f6032234cf4f341d80fc58bde257</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Rboxwjnvu3wLcwzhlnaSO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3338</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fireballs</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4237">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rTo8KIkBTFjQS7VvaKYQ4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b68b985aee5feab435cee1a8624261e6db6fb2ce</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">605005</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">W&amp;W</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'deep big room', 'edm', 'electro house', 'progressive electro house', 'progressive house', 'progressive trance', 'trance']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5685">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">argentine punk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bulldog</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['argentine punk', 'argentine rock', 'rosario indie']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d0e17c687ba166f2c7a97fcba6d2f02b39aaf55</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bI566gNqVLuVAra7TXQp9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20672</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/732">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2501391</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc0cba7db5a433b7699bfe6987aec316f068d6ca</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olly Murs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3whuHq0yGx60atvA2RCVRW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'pop', 'post-teen pop', 'talent show', 'tropical house', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6297">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['shred', 'slayer']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">shred</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5300cb75d27c7a2a66033c71c82834783284ae67</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12918</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nita Strauss</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73GhYkwfPQzmfJb1cdPqPf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7439">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PokjXeIq2zVosXbTEaNlx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d552d738b0270c3c437f9581c3a7a163c054ca33</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J Mascis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'gbvfi', 'indie rock', 'lo-fi', 'slow core', 'western mass indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43807</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2586">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5663</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60f9adbd9e65ea27216422b86833c8b5b0d08ac5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i5ZeP2C53G9e1GtnWLoU4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GTR</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3568">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Michaels</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3964</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a54864c145c238c0f55231e79d8402d9b7912db7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f07NU6NNMLQYXIABUv7z3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2057">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mG23iQeR29Ojhq89D5gbh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3194246bd54b76c376e2be5a21a61dd7b93aeeb9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'old school hip hop', 'philly rap', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Jazzy Jeff &amp; The Fresh Prince</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171194</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11303">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vus7FPSN3bKTHtIsTjUXh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10d6dc4ba8d6b68f9cbf703c789268e142fc14c6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">482</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Rome</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5865">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leonard Bernstein</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american modern classical</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92953</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88fa966cff45da22259918a6070f7d11e997c9fd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LmyJyCF5V1eQyvHgJNbTn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american modern classical', 'classical', 'classical performance', 'orchestral performance']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2028">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0488b8c02bc9249ddf858e359dee66f206b1eb4f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Joel</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'folk rock', 'mellow gold', 'piano rock', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zFYqv1mOsgBRQbae3JJ9e</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1980801</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10161">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cats 1981 Original London Cast</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PwgSnrvg48DYvdsf2Y2ZD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42681e3052aa23ecf6467df4a1957dc499abad60</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2016</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8196">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american choir', 'lds']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/875fdd9c245529c25e7587932bf498ee6d41697f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2duo4NJtUrLaI38trK0hht</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56724</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american choir</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mormon Tabernacle Choir</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3295">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'folk-pop', 'lilith', 'melancholia', 'mellow gold', 'red dirt', 'roots rock', 'singer-songwriter', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181399</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41d9dddfce358cc92f8c1285ba1174c05e68af5b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emmylou Harris</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5s6TJEuHTr9GR894wc6VfP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4469">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Musical Creations Karaoke</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Lc0W6fVtIyzVXEOV6BbYi</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4d5e70d522cdab801194acded8deec9671409a6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4879">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lemonheads</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6w7fc6IZlo5zwBaKT5jU1X</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124256</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative pop', 'alternative rock', 'boston rock', 'britpop', 'indie rock', 'jangle pop', 'lilith', 'lo-fi', 'pop rock', 'power pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03a9734ff13b19d894f99f8469e2a0ba603bc205</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4241">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QSx2vpiSchSeCwc0qmfNI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Who Is Fancy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36855</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e18546711467eb25b37a7d9c428a4d7bc3f8eb23</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2039">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish rock', 'pop rock', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cranberries</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1714454</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/143c01f407ed64a4b3bcbc92d24c05ef80981251</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7t0rwkOPGlDPEhaOcVtOt9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8886">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plutonic</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BGy6V0F3NeUaHwRihsubL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/896db80e641b26a0fe9100c6bb9d3b9752f46a68</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6609">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Dillard &amp; New G</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fLoyBsKDj6JvrJxytD1VF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/740dacfeb4be6bc2d1b5821ea7bbc21fd1db3896</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29156</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5239">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QZKXc5kWjD0g3JsFblvTC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab77fbcfef1c8d238a0bc5ee816140a15da4aab6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cruisers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7102">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01ada1d729326cbabc3094ec9f46265d776284da</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2959158</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gAppWoH7pcYmphCVTXkzs</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'boy band', 'dance pop', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vamps</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11314">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bdbce1be2ee06e9b5fabdd334b0af6595244b564</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aGvuFQcxsEkxtOZSqKgBl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Country Singers International</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1336</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2979">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad9bd428f136c100b76030958a11c5dc7e4a6ace</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21ysNsPzHdqYN2fQ75ZswG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock', 'southern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ted Nugent</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">510526</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9892">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fpDcOSlkE5VVZdL6BEczL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24b1f666adf3ce0b0fb6c2199d798e8fc241bbcf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'freestyle']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debbie Deb</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33024</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3876">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16ExMdhyqsV5JLFj7al2Qg</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wonder Who</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9882">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18712</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23ukNzhMiRiYgORi3n3RJq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trevor Rabin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'epicore', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e5481fc858e1221eec4b0969f9edacb513ad57f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9876">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70MMkLXtue3Edj3RJhJkYp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'dance-punk', 'experimental', 'experimental rock', 'industrial', 'industrial rock', 'new romantic', 'new wave', 'new wave pop', 'no wave', 'post-punk', 'punk', 'uk post-punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Public Image Ltd.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/095a58d679599309cf7f8ff3549ba16d26ef17c8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133495</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4351">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance pop', 'electropop', 'indietronica', 'neo-synthpop', 'new rave', 'pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447402</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Roux</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67c6caa7ddec723a0dd36d90e246a6f935970358</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3K2zB87GZv1krx031en5VA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5659">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21736</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bnf5pPVQFWv762IiavilV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/296e68ea64273c44a08a82db79c2357c0dc227b7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maureen McGovern</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2119">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damn Yankees</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ihLzUpuNecU5VBkvOUDNq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9517063851699faac6ea623b91ad2b9fb4a5ad03</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209062</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1941">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0248b2936b7ffcfae1a9c72522d351ebbe99aa94</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V7pNWhlJpD0s0bMdB1PU9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stevie B</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98092</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10854">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Im68TDDcrgUf5i05UnXrl</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1042</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Cochran</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feba0c478e78f26f5fbbfb23fc8431a214416596</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9003">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mj5iibIywO5Vygsn64Z3e</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25090</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/008101c27cf4f0d0802978e42881f4f7fc37dff9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Downey Jr.</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11395">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MHR4Tkj4PL4n3f7XComcH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8782067340ea4cab1755ef16c097028889e5a341</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ballroom']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tuxedo Junction Ballroom Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ballroom</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5323">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ApUX1o6oSz321MMECyIYd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie pop rap', 'pop', 'pop rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2404fa1941420dc5c742d6328c44d9a6d9589c6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359479</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quinn XCII</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7156">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa4542017f04454635482051b9ec15ac0bb71cdd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JmDqds7Y1LRSWZVM8e0Og</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathryn Stott</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2259</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7798">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db3216621b3cfa86308ea85786c7d17b585db219</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23244</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26sni4GjXXHoWkWrBkyZnO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['el paso indie', 'modern alternative rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bosnian Rainbows</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">el paso indie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3217">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6biWAmrHyiMkX49LkycGqQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thin Lizzy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">577628</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cbebfb93be8c2ac47ef6b8a2186d11b3298abe49</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5022">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12284</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63F9pr5N3duAS7idUvkIwC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band', 'ragtime', 'stride', 'swing', 'vintage jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ead628fb2f31cf3061952006778769eae578915b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cab Calloway &amp; His Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3524">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R. Dean Taylor</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'motown', 'northern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4514</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Yg38CnYMoN09sMLf6KDdW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0a25f51dc4edf1a2a335f0c3957b5bbd4601e27</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7514">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/811cb81a0bcd84a430bdadd971afb95036940e45</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36779</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rEGEwaOU6Mtdj4ylW0fjS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anita Wilson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8817">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Project 86</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7toVzxZQU21OjB5PqXNvTF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9f480bad4fa1fea08132e3f3253fa2359dcf7cb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29737</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian hard rock', 'christian hardcore', 'christian metal', 'christian punk', 'christian rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3512">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mSk0EF8ICraIAVyDXwIHh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jerry Ross Symposium</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6466">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">449496</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97837d395d0f03a4a3a13dab302c9354f3fd7808</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unknown Mortal Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LeVJ5GPeYDOVUjxx1y7Rp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'neo-psychedelic', 'new rave', 'portland hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10150">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2546</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/838c8fa18349b3df22aca419fadad3167a653f9b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DRNKPm12DTL4k2XFkyiYb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedienne']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joan Rivers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedienne</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8144">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54860</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6D6rjLdxyE5vwhMlkuQq0E</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la indie']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la indie</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b37de9c088065041bf38d60c5a403676bd6d947b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chaos Chaos</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3656">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lffJlv0nRl0sIsHDmo0SB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9726c3e0ae6d3b5c55116ae1e857eda058ff309</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79350</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clarence Carter</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/662">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e110fc5cc102bb5b2ce0d14a9e0590336eb0bf9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la indie', 'modern alternative rock', 'modern rock', 'rock', 'stomp pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1481796</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AWOLNATION</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4njdEjTnLfcGImKZu1iSrz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la indie</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/363">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kiiara</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f57fbd8a2810a6092d976518c719ef37ae77f918</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie poptimism', 'pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">591502</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4u5smJBskI6Adzv08PuiUP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9597">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0037c7ad6e3a268241d2ec63ec51752b4a95833</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Qlt3zQ63Z99mNhuun0JAT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber psych</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber psych', 'scottish new wave']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23005</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edwyn Collins</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9418">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03d8607dc5c91202254c53752b8e7dce85b89fa5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PJ Corvus</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Za4VNmXG8wJ239NDerZ9B</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3113">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c827700f46e1dbb973a5af9b2b9e4bea2ead225</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0reZZVbAPxgX1Rqj6XbWj3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34021</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'classic rock', 'country rock', 'folk rock', 'mellow gold', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Welch</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7664">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Lloyd &amp; The Marvels</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NQHNs35chwKFo1Twnfh4f</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5196</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9dc45e60d9212d3f62a14257412b18165191503d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7430">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heffron Drive</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xQdu6vJP6leBN2eZTxIci</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec07412d0b870c7d0bd588a1d5b8fcbe2aeab83</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80538</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1167">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'chamber pop', 'electronic', 'electropop', 'experimental pop', 'icelandic pop', 'metropopolis', 'new rave', 'permanent wave', 'pop rock', 'trip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5001ca3c3cd95734aac7320d2199b9b515595375</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Björk</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">966892</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7w29UYBi0qsHi5RTcv3lmA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2657">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Corley</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bba7dc62fcbc8a10700d82ef895573a798bd2c1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2634</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xuHClal8p5s4nFkkdqbzv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3513">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Commander Cody And His Lost Planet Airman</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">687</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EuQzrjffQlDTKObrN5tbY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/210">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Hunt</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec10a71b35d2f9daa9cc411389bc0e403bee2405</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kucQ9jQwuD8jWdtR9Ef38</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1646043</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8297">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0acFxGm0vYIfwTX4NRlEWd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f1bf303ca8adf71adc81faaa4d34ee7a449ba29</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bebo Norman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28893</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5874">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10txInoosr1ODcncOxPjGd</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Randolph Grean Sounde</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1945">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">956969</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'heartland rock', 'mellow gold', 'pop rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UZMlIwnkgAEDBsw1Rejkn</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Petty</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2e448a0e1ee6216126b7a92f405172a7ecf8c59</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8831">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a81bf34c6e5775726ffa084001f4e3b8d2e3b19</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bizzy Bone &amp; Layzie Bone</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32839</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LH9yNYgFS5Kbv4m0jhaWY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3749">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ad1899b46c7624923c62ce06b91c3773276a443</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IYDrcZHRO3odYC3yR6tRx</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Golden Horse Ranch Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2308">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e72772c982eb91a1aa3ec0415087cbab04b87820</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fYPQBOx0vsRMmjUba9HgF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modern English</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70273</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3263">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7929ce6c9c02845c63bbdfcfafdcf0a99864260</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uSKeCyQEhvPC2NODgiqFE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'roots reggae', 'ska']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268302</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wailers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2274">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8dfba8597882a18fb1faf07aef69271aa37935</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59705</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'vocal house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eQJIXFEujzhTVVS1gIfu5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deee-Lite</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2301">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Morris</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0A1FSG9WZ2dQ5JSkQYJHIp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3214">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10761</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'outlaw country', 'roots rock', 'singer-songwriter', 'southern rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wpS6LUdQYMoAreKITVtrH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ffd3d39b325d065fae4d0ce4f97034f2d45eac3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amazing Rhythm Aces</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11513">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vyRisgvM6Wm0Pnp0qXx6m</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweeney Todd</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47166b7afefd590ce85086ef48cee1f6a0d1e6c7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">634</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10247">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">709</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linx</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2190fd617f1a9b177c3dc6fcfe1f92f609a1e531</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49KUpPIaRMC6uj1gUpuo1E</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1224">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Too $hort</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sb7rZNN93BSS6Gqgepo4v</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/573c64d158c436ed90f085e0e586cfe4929be620</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'gangster rap', 'hip hop', 'hyphy', 'pop rap', 'rap', 'southern hip hop', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">656351</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6055">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Pockriss</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nyl3ICuykcXcZzhAEFhq3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1568">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6O74knDqdv3XaWtkII7Xjp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1513551</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'new jack swing', 'pop', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8b0d67be35852171d04d7309c2cfe1992a8a4eb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boyz II Men</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6825">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5c4wQaXkNDqSOTjqX4ExAu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'latin', 'latin pop', 'norteno', 'ranchera', 'regional mexican']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1768e74a8ebc13817aa3e54598a74d09a456d838</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jenni Rivera</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1275006</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7371">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q4eLKmqFVP0xII8087PHz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Budos Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87425</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b52179771b234564c3536c3fa9e2a9ad8ce53c5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'ethio-jazz', 'funk', 'instrumental funk', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2570">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Monkees</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320EPCSEezHt1rtbfwH6Ck</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506730</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e544a32232ce0952eb27aa70f3061164190772ab</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'rock-and-roll', 'singer-songwriter', 'soft rock', 'sunshine pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/49">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yoko Ono</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/085dd45d1f4f07dd2d7319f966774b561499d156</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">experimental</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s4tjL6W3qrblOe0raIzwJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['experimental', 'experimental pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55679</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5206">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TM0rDUbvVvrHioKsmzr68</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adb459c23cd6e01e8cbd3bfd6f3bfcae41e731be</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5410</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis DeYoung</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4214">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63406</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fecdde3d14fdad21d53bdb2d0c73306746f6141f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nc hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nc hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yZwlOVsfrp4wb6d29KkGM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Luke Nasty</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/359">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zion &amp; Lennox</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'latin pop', 'pop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0438abf7c5fb6eb8f12d9d9805a968ffb1f1899</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21451j1KhjAiaYKflxBjr1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3654776</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1390">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie J</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sMYEBy0CZFxedcnm9i9hf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2577275ea044fb957a665e0f87dde202cfca5616</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284186</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5191">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vitamin Z</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1060</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave', 'synthpop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b51c7a18c50393dc8d4f917deaec1327c961939</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20VtqNfLGmw8DoFlHlakh5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11151">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TjR4K8rD5CqqqU59V6aGr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27082</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4920f321833b53d16e33afc8287ad1ede4f7f593</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Oates</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5834">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b48144eda0f1d8a71a8c39bbe48ee88a53c5a6cb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stefano Colli</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qHNcYHKuaAUjaAzA4vad6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4830">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk-pop', 'lilith']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5408</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16BoY9HfrtxVodHVdgad07</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a1db5e16b69edbd6434de3865c206c9d2a16af6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jill Sobule</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/968">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cascada</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'eurodance', 'europop', 'german techno', 'melbourne bounce international']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0N0d3kjwdY2h7UVuTdJGfp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310521</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cab03bbdf40faf6c264174d99208c8308062e229</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1141">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Down A.K.A Kilo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/532ecc4e519c72382bf69180e1521b2782d85100</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ALJMSAJLWusPPBRwwJJ5U</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">711</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/517">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'tropical house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MouCg6ta7zAxsfMEbc1uh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">482450</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OMI</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2777a98213ec412317ea177edc8615e2fdee8be5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10615">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gw7xoApQLFkRonp83rH9c</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b7a18e5379ebb4725643ce8cdc308704e61bb80</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Bulldog</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/479">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3277284</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16oZKvXb6WkQlVAjwo2Wbg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lumineers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81bc6a0807ec258fc05f5cdd70fa8c4066bd91db</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6277">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/732f16d0efbb21aa87d241d1a30fdb42df897985</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qF0CJP412Gd50Rn1sFg2o</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cascades</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'rock-and-roll']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31281</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3581">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Rsz3E1aovbqsmLQOxgK2y</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3aadc82771ce0b7a6faf9904090dcd0a31473ad0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15947</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Sherman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9999">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hGzB35FiKuH87AIIHwrVb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marvin Sease</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm', 'southern soul', 'southern soul blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52012</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e88427b77def1cb1a8d74ca4a55cb334c9006486</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2778">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindsey Buckingham</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57558</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Dzj993UEz8Z5ovxuirzFO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a58e296abe1259f6d71ed5ccc882aa193ce423a4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1042">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259329</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indiecoustica', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NGiEU3Pkd8ASRyQR30jcA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c422bba44fdccddbd0ae6b88b4bdcdca74feba34</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Nathanson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8963">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fatty Koo</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1f15kcWwtrNsy9Lpy9JRHw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1528</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1644952eccb5278fc12d7ff5bb9538a57513ffc9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4137">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Goodman Chorus</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LxdQrlFrAjbEq2sVGUJEd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f4b4d1355043ad7911c0fdfe737cdaf1d3ac5f7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2945">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a14d6e1c7ac3ddba303615815ac8adf50299946</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4H3sMihUfodRdJecXAub76</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Johnny Average Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5014">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251406</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indietronica']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/653b3db7b2ee96061ef7e9a554a7776b42933949</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indietronica</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">586uxXMyD5ObPuzjtrzO1Q</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sofi Tukker</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2427">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'disco', 'europop', 'girl group', 'hi-nrg', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307641</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sc7iUG1Wwpwx7bHeZolgx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fe2d2493165262835a6605a5904c17b0de904ad</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bananarama</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1910">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10Khz9BDdDT2mzm3330Cvu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207391</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Onyx</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00bcc9829c5fe8e9935e71f4a640c01208ceab78</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2830">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Who</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2721208</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92a5ad894b73b9e63739eb36a0500e86b2588353</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67ea9eGLXYMsO2eYQRui3w</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'british invasion', 'classic rock', 'folk rock', 'hard rock', 'mellow gold', 'protopunk', 'rock', 'roots rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/854">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock', 'rock', 'south african rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seether</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cddfeee58dcec485f723a53d63f518aff41c5822</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1691053</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6B5c4sch27tWHAGdarpPaW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/272">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19f768d93f6c80f7d4ca5b906e1c0376a3704389</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">807314</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iE18Oxc8YSumAU232n4rW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jackson 5</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10118">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FQx9F0DQuBspYmO1oJLu2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42a16c280a7b4780583baa6d7c252de47727f7f3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockwell's</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6600">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Counterparts</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51002ea5536f7c1cbd0ccfaf1cc63d79c719d96b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LyRnL0rysObxDRxzSfV1z</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'canadian hardcore', 'canadian metal', 'deep melodic metalcore', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91700</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7323">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1158d7eda1afdf946e36489ce42455ad6412aa58</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31z9f9AyPawiq0qlBO1M3i</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'new americana', 'outlaw country', 'red dirt', 'roots rock', 'texas country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Bingham</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142299</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8805">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'latin jazz', 'mambo', 'salsa', 'tropical']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7opp16lU7VM3l2WBdGMYHP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Héctor Lavoe</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">656685</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c56b69ff05c85a1142c49f619c1d91cf638f41e5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3534">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beverly Bremers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da3c96b9198d46f6be98e5a1b7f06456d46e92e2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vEVgsh6o19GprjHAZMgFo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9511">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7n64REXJrgAZTNmbCZo4RJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a3170a27dd3b5250b432dd2fb375f0f85419141</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2377</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mary Nixons</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6989">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e78c9d4cc0e00957bbf5c42362cfec0ff143a221</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard rock', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1200330</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob Zombie</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HVdAiMNjYrQIKlOGxoGh5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5183">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'freestyle', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vRMMs8yrKf4PKUpUllMkr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Jane Girls</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118434</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cfed993cddba409784f1efa132057b45ddcbb2d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/742">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Brackins</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c791d4f208d19487b9f35fd4a92f198f3c6a19c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'slow game']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25586</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72rsQfzxNVLPpbzQzXVJSc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8845">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb1c51cdc52c12b24085c6d991bfc3793dac52d7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10585</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Consequence</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KkgZ31b9eDwkvo9oMIrSm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/728">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f0f4f2a2a816b116f677a9a5073ed1b398dd301</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro house', 'filter house', 'turntablism']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94257</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4e7qJTThm5uI3CplqZObfT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro house</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Birdy Nam Nam</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/501">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UXqAaa6dQYAk18Lv7PEgX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d621cb41aac5fbc406f124bae66c184d58205d5f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fall Out Boy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6944580</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10968">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">658</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Original Broadway Cast Of West Side Story</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69Q3qPwAWnWS0E6Egp8NOA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19a9a2e574ba1334a8aad288e1b50aeff440b35e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6996">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a74f005d2c04f009f562912e516bb17d5904c7b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">291073</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09NYzWfQlunWS3XBZFaDEC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Black</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pixie', 'pop punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pixie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8131">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7w0qj2HiAPIeUcoPogvOZ6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f00f839a6c8efbee11ed7d61067724dab5e832a3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachael Yamagata</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96326</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4040">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140000</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Wells</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14925be3ce17d25a95b95ae7491e18fe3adc80b0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cjZk1xXn3YCToNg3uJpA7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10926">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7aa64711a486cc3089437d44cf8e3524e7a9300</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The London Festival Chorus</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AcCKGTL1LYwR7p6px3gLp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9642">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classify', 'focus']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43ad0d0b482f5c616656847f11d18cebeaadfe79</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damien Sorbonne</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">747</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classify</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nY9JCpZWE0HSiY5qrpH1C</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2873">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JxWz42OKiQ0V3KzA4mDF1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9280</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd685ba01cfeb72136689d75092f22780360e1a9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alessi Brothers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8097">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87ed16df4b7d087352d684254319fe7db4899562</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elizaveta</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep indie singer-songwriter']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep indie singer-songwriter</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11367</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2a9bCkqCkLvXM0s3uPvR7M</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8380">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">light music</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db0ea6500f8447be3fe24f211a249d7d8d281c11</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tCzpHcFpTcNv9BhCSDRy2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['light music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Concert Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/791">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Havana Brown</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian pop', 'electropop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d84b2d8bc50d01674548acaece223d10c0269293</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EVWYRr2obCRDoSoD6KSuM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144856</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2617">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dcOK4stT4JDkP6Dqhbz5s</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225377</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c89848e407aa02ab2ebfe404843812fe16cad5b7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'mellow gold', 'minneapolis sound', 'new romantic', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheena Easton</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4872">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Collage</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6904dd08effe5e255fb02c77a8dec411d74b6316</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4674</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OUU6LcfZ795unswMN56cT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3890">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40Zt6u0Ig5vXtrq0htgqvt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40060</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Lymon &amp; The Teenagers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4bae75076ac6a5b26b3ab7287cff2e9375c1b33</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9739">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Techmaster P.E.B.</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ETj8Fz7tzn3vCHKFhbRLU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4333</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c93d065110589a47105779fd14b3324b946a2f68</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/692">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TImkz4nPqjegtVSMZnMRq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'girl group', 'hip hop', 'hip pop', 'new jack swing', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TLC</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a92641cc8acb39e4aee7e959cb2a42287ea4801</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1734379</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8024">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28uJnu5EsrGml2tBd7y8ts</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vintage Culture</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4b02cd399063e9f06811a9da62644b50c1f9e83</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1057566</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1612">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'italo dance']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190850</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gabry Ponte</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2173d40f53499d48ede30df030d9ddf5557ae8fb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ENS85nZShljwNgg4wFD7D</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10941">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41f0ef8bdb7a904030835491d0be32dcd9253155</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62xdwGEOLoGQxKUqoJusyU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clark Terry</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14073</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'big band', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz trumpet']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9530">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['drum and bass', 'electronic', 'intelligent dance music', 'trip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Orb</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/192c2a304e15609c319bceeb3d2200051d21fbec</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84217</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HAtRoEPUvGSA7ziTGB1cF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">drum and bass</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4197">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ySHS7UojGu20XfUPaBlyu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Devin Dawson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cb1fb5e8bd1afb371b40e84b904bed593e66f90</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101387</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7993">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198549</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bd7ed778e1ccf831a346de9fb5678f305ac647b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sq7prp0tj9Abn89khmfja</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark wave', 'ethereal wave', 'medieval folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dead Can Dance</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark wave</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10411">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X5UsTcPoppd53pkWWFnVD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/753fd6bf39cf3542f2e06a06582c52595457c7df</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghost In The Audio</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2247">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">670385</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HL4id2U7FSDJtfKQHMgQx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cinderella</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8408fa5179901b67f150725f8e05e16cf7bf0779</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/188">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d806f934d6768cf6592001598237a9c3bba6f39</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian country', 'australian pop', 'contemporary country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fzQ81ouajOEFqCIB9VwrS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morgan Evans</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62830</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9340">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e347fc3b68b822c479d6ab4ce48a51944ac756e4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bWxFw65IEJzBYjx3SxUXd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'bmore', 'downtempo', 'electronic', 'nu jazz', 'trip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">445067</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morcheeba</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6410">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dance Gavin Dance</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d8c3aad6f75c058e833e704df7a6aea520de73a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'metalcore', 'pixie', 'sacramento indie', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6guC9FqvlVboSKTI77NG2k</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323525</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11505">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afb32c52e92f717999c908f56f3a8eebecf54da8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zi9cVUyWeAFjxEHn3bCqZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23450</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'ye ye']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sylvie Vartan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1676">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Fj0R2t4HaJa3oUe8azB8R</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62860</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de63fbdb9981b2ebbde81746dac535b63ff39dce</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ty Herndon</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3203">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VWag3JfyLxYn9BF9hsdok</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59896b52ab06b2a6b96e884d484693d70ff67cbd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy James</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6209">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Enchanters</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jIEuh0p5MfwmNR1PWRT6Z</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f290ff9e1ffd143865b7dcb9d334b5cd70e8055</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10697">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jDDthxv6R7ic3qTQrgzZO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mother Earth</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97663730704ccfc4f94c771f3bceccbb29155365</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4720">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep house', 'disco house', 'diva house', 'hip house', 'tribal house', 'vocal house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cK2Abwkni7m51wJCSGllN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84f5a7ebd708e0d531e07f21c1b5172e851eba16</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultra Nate</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20952</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2888">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad9f651d4f0ce92b3a5b31374f08824c43a0354a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TkWygOTDBZXAdFDh9HOkG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chilliwack</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30593</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian indie', 'classic canadian rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3370">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44ef9VXkdKxbx4XpoNqH39</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/556be9358b78b07255a2b547a146d73ba8e3b74e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'glam rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38331</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rubettes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3350">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby "Blue" Bland</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a3cfae4df22dcd8b4cce106108d5171761095ba</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88057</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'classic soul', 'electric blues', 'soul', 'soul blues', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48nwxUvPJZkm8uPa7xMzmj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1999">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da38b6f4f79745c0083d0db3bebab6fb2258d745</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">445</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Lord-Alge</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32ckuKo8LrZhQMyCehYKkt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8755">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11723</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a1bec3ac659ac6469f5571efda73f6bde92c036</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gutter Twins</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hFSUykrqfVXac7E3ZpiaH</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3877">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CCn4PFRRRZF127jtCBAUe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201191</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0fc74cb2e10858c1b0b2436e6f14cee0944f8df</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brill building pop', 'bubblegum pop', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'psychedelic rock', 'rock', 'rock-and-roll', 'rockabilly', 'roots rock', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lovin' Spoonful</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6261">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff11e7088c5b20881dc12b3d393bed8e939eb232</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">618</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Junior Parker</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AZroUSVLr1sdkgCAfv1kM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1205">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f04066d41d1d3abd78fa0b955fd5d004e2211db</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1190182</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08p7B5OtcUuVblvkQIlBhJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyrese</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'pop rap', 'quiet storm', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/310">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">809703</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MoAOfV4ROWofLG3a3hhBN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Pardi</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac93115d44fc860352cc30c9342ae6eb79ad08dd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9118">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Type O Negative</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'gothic metal', 'groove metal', 'hard rock', 'industrial metal', 'industrial rock', 'metal', 'nu metal', 'rap rock', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3f9cedf151551893f3355896f8082a308b228cf</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293996</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0blJzvevdXrp21YeI2vbco</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3839">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rWKAmlxinr3muqedXVIHa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7949</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Georgie Fame</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18c7f65bc21efcd6825e8e110887972b86f7b69d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'british invasion', 'classic uk pop', 'jazz organ', 'merseybeat']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7568">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34d9c48b929695f05a0136639e7c28a11f6e344c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AJJ</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110127</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic punk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IDpDJIDfK96HMLD4Tphyl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic punk', 'anti-folk', 'folk punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/508">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'virgin islands reggae']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R. City</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42d26574da8fe764cec5e6c20eb7ea5ae9380f99</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105287</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TH4BHy0LdBi3dpBW4P2UX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3438">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5odf7hjI7hyvAw66tmxhGF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb0a5817515f0b30d3dbe02116eb13a9b1652157</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49700</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Daltrey</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2440">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24184</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Book Of Love</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ow8F3xGkmZWVulTtaiFQo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a972fda7076e501fc6552b698939679e6a9c6dfd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10647">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WNrJrTNTBhemtVkc1MDrm</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f193e26df4025dd0e683a20b3a846af9a9c17e30</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Fogerty</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3787">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/047d88848a08ff114bda5719342a2679d2f04da3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Deux Love Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2175</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qfzKfugrtQsVqcltS1ujW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5437">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1200</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7puwbHKHU2MlKRY5BoYbVO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy James</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7db0535baf5c033649bcb1ce7ac2d80bb27f539f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10974">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FzKQZorPbmMJbkXrZaysm</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Buddy Holly Story - Original London Cast</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">534</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7044b3ff7102cb36a3fa4384f30c188cd5fc523</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9909">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43e259db78e558051b34ff4bb4e48dd8d57bb614</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nr2UtzP8aCphyHM3IEZ9P</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1680</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foster And Lloyd</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2187">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'dirty south rap', 'g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geto Boys</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9165a299c5518f696ae5ba3e9d83d867ea54323b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3f5fB1YUbkUnW7cf7I0R48</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335737</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2424">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dbf1e77f98bae1bf3ea5a7af963f9aa8b86ce47</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">408718</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Winwood</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gxynDEKwNDgxGJmJjZyte</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'dance rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'new romantic', 'new wave pop', 'pop rock', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6234">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0n8GWTNsS9bnb4ZMUKg5VH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electrofox</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea8acc32da2d84f7c48fe2b62ac1620de313cf6a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electrofox']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Valentinos</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">665</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5102">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4ee0604685725662673fa3a131e218a702b2238</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fLYGaqAl0UCwkd2kiotBm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Mix</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10942">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz drums</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chico Hamilton</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz drums', 'jazz funk', 'soul jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4653</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/046400f18d7fd4174244031e0459f483a394f65a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31NF3yc9DoAdh2bgR6mY04</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9490">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e7e8d644e889e74e2978cfd104e422e8cf45496</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestral performance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestral performance']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lawrence Foster</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0k8Ugg3yjlhOAEikLmXyUx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10268">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LZE884lDIsCSLHuTplfGp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138507</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german metal', 'hard rock', 'metal', 'neo classical metal', 'power metal', 'progressive metal', 'speed metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gamma Ray</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a58d18e7c32d99d6889bd4199c7d0976409fed32</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2399">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ann Wilson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lPDIYPFDs5gpcToUczJDs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5959</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c28744da783ea83e556c470c44136785259222b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6871">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47589</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient folk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dcb09e25ea7fb27f4e98a5c02f0ca971c6d7fac</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3h0w83PsjASrm5999trG4n</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hamilton Leithauser + Rostam</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10757">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zHRqvws8dVeqL8D31ponr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Buckley</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'cosmic american', 'country rock', 'experimental', 'experimental rock', 'folk', 'folk rock', 'psychedelic folk', 'psychedelic rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98271</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1058a1dd29c50ab5814dab42ad2137eb25ee8d6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7360">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9296f02aa516a0ed1fd27f50a085020f7430461a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0T7J61YgErxSH8yuyggHJO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94667</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stoney LaRue</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7277">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/426e0d784cfc0dfe8f3275e32850223232835c14</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">complextro</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madeon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">466408</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['complextro', 'edm', 'electro house', 'electropop', 'filter house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pb4rqWSoGUgxm63xmJ8xc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6906">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51J0q8S7W3kIEYHQi3EPqk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'dreamo', 'emo', 'modern rock', 'pop punk', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bayside</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132660</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f41251785e303d77e7d28dbe51a0c8649281add3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5277">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11d5700375c674f0ce9e312b02c9ec7e95e072ce</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oPCbpeqocGzRj1mMoDWPg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eye To Eye</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5648">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xFjxHe0ck6xGeT0tXmpSM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uros Perich Perry</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28f3def60341c2f743f164e23519eb5ced23a21b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8921">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50eWbXhi4dqiodRsW73spI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20569</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Littrell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d86dce57085c94756ca063ee83f007e7594b6b6b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7273">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73085</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama indie</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IWCU0V9evBlW4gIeGY4zF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/092df2f4ee1c7071e5f42ee53762b19326715a82</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waxahatchee</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama indie', 'art pop', 'folk-pop', 'freak folk', 'indie folk', 'indie punk', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'preverb', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1716">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quiet Arrows</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12fdefd7ca55c7f6eac08c6be7fcd24881b05ae6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2046</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KRnRH8bRvoX4ebQwHw2EI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/616">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Script</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic rock', 'dance pop', 'neo mellow', 'pop', 'pop rock', 'post-teen pop', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AQRLZ9PuTAozP28Skbq8V</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5337526</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15913ff470e612866f0f32179a225cacf546b4a7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10862">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Coda</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive trance house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f99c743ef169db245f6f50eff4b42bdf750cd301</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tf7U5v40fBOjLlJ5bWCNg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive trance house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1003</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4061">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BaNY6pGJBy75o8d1AReIu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Animals</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5212">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Tyzp9KzpiZ04DABQoedps</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Dragon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452288</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative r&amp;b', 'art pop', 'chillwave', 'dance-punk', 'downtempo', 'electronic', 'electropop', 'gothenburg indie', 'indie pop', 'indietronica', 'neo soul', 'new rave', 'swedish electropop', 'swedish synthpop', 'trip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4478d34ed900a023fb8a29957cba0cb97aee70e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3774">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1f68bdefbe49b474c9aac457114aac70d06f880</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BVYdY4PyfCF9z4NrkhEB2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam &amp; Dave</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165271</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'funk', 'memphis soul', 'motown', 'soul', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9648">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Daddy Kane</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239071</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6futYSDVulYR2PktBjTB5W</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a00659b168ab52f7d60f257b39572f47e6ff9e8f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7445">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/345fb2ccd61dfc082126e6edf9ea0c10c959acaf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17iwMqzKuKxbfLO4VLLc8Z</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horrorcore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horrorcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Killjoy Club</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12800</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/586">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'british invasion', 'classic rock', 'protopunk', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4226d2bbee2c44866eb0db3c88da0f26d7d12d5d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rolling Stones</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7241854</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22bE4uQ6baNwSHPVcDxLCe</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1627">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ms. Toi</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc81a2b6f20336ea831583d618325168ac809e7e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">574</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5h6zIU8cm6UzAaHsjXmNKl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2524">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79376</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1f50f2e4220303a097045224885cb3c605cc395</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fsCWTIuWIRvEGS7gerSJX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'new wave pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Rush</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11268">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Urban All Stars</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YeFAk0i3mkDvo8ugCadti</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1586</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2398462a86dcf4cf9a9c5d77dcdeefd646520ab4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4271">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Worsham</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern country rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nYvElumwIjMkOczb985bq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20225</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c634e255adc43a118b94d2cdd0594e86d37da3d7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10318">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Numan / Tubeway Army</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yNCQkdoCZc8CAip7SR0C9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25309</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c5a86788adce974263fb03b248add898de10e93</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/997">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wPhSqRtPu1UhRCDX5yaDJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pussycat Dolls</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'girl group', 'hip pop', 'pop', 'pop rap', 'post-teen pop', 'r&amp;b', 'uk pop', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2909019</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/060a9902405c45a56a9544413c47e6928c3da262</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3757">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ExGDjEKejMhyciAgxPe0B</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Sarstedt</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12461</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e039e26fbcfe766c0def76a8eab63f218fb3d59</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7320">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">423359</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/952e0b99a4e4cb1f9558eef99d5a928fc5100d90</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4I2BJf80C0skQpp1sQmA0h</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'baroque pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'melancholia', 'modern rock', 'pop rock', 'scottish indie', 'scottish rock', 'singer-songwriter', 'twee pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Belle &amp; Sebastian</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4848">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'hardcore hip hop', 'philly rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Da Youngsta's</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Y7amh9m52OEj67M3gNDCX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15170</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a399cd04532c167fdc8173cc93814ed3ca0cb616</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1607">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'new orleans rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Boys</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49425</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8be6c8c78640d277e9eb4f3da89ff213b8d6be61</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ecnb1WPePfrHg4yfQfmqN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7925">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Philharmonic Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PfJE6ebCbCHeuqO4BfNeA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical performance', 'orchestra']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf87148d622227640d5c20ab5d7c13693d53f604</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">226516</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11424">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moreno MC</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3O3K5UdH6YjVrOLfJwCyop</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/932">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1556841</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/181d41c6a7f1d88b2ba11536a03421aa23ccef77</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slash</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Cqia9vrAbm7ANXbJGXsTE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8203">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NEYQeEYBUjfaXgDQGvFvu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1880953</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Franco De Vita</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'rock en espanol', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54ee784248398ac7d3b16b437a8188a31ff401a5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/228">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yasiin Bey</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6r2niOTnexy9xss5g8GWXH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10169</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9838">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/966bcc5915b3d16cc59cc24a17d7e496d3e4ad8f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iCwkCRUEPkbSNyTVPKxf2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10311</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julia Fordham</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2590">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hLd40hVpRDGENe4KGZLnW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60cbf79bbeacba47ae1cc1dec27d7cd6a96465b8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">austropop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195490</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['austropop', 'german pop', 'neue deutsche welle', 'new romantic', 'new wave']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Falco</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4738">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18523</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Town</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1011c7c7f78422b00823cae8c794df83ef2ee1cf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MPcILKoMCJym9KscdYxuM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11058">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QCflfSOonkybNw5D7GqGk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19797</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Gillan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f64cd155141c618e3636dac5e79fbd0c4b6cd80</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10223">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16cd12383e6326c962a2c12640f62f47f1afb647</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HFtQOrPHOFptM1WF9xPuK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Wood</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31874</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3828">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2843d59aa5a1d55fcc282626e71febe114f94fc6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">music box</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['music box']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qKLikeNYpQFSsDAjg7HpI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kiboomers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7967</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4467">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Golden Bear Karaoke</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wxdiKcDiQBZmlu0TA7QwB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d844410773496b87c7d820721eb3488465499ab3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1060">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HOyRMAssUnc48tVmI4b0z</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fda537ebfb38465c12ab68d4be40449dfe78964</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superpower</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/629">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">669910</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MKTO</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23ce63b04f7edb4d337e3213336aed9f3a1d0b4c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2l35CQqtYRh3d8ZIiBep4v</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'pop rap', 'pop rock', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9572">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZcRUVs3I5U8EOnm9ZdCsO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22698</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'hip hop', 'philly rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bahamadia</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/416a279442fc388795e1ba29a483e8484390ff36</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2774">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'disco', 'europop', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oZa8Xs6IjlIUGLAhVyK4G</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148753</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Irene Cara</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f67ead8aa38bba044f98ada0b1643e3a37ac1c0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6101">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ska Brothers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1t1B3GTovKyWK7RWiy0SM6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05debf5d1f129e203eaad0870edac8ae5f6a788e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2869">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LcJLqbBmaGUft1e9Mm8HV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'swedish pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/733e98edfdc11feea07914532603c080fa432159</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2960543</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ABBA</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9681">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Van Shelton</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uaaRGr9KMfYPDaUnBIngc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5b4d1d824e375432f5d128dca90200d82167141</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151040</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10021">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jEguJ88M7nSr6tVcJIN99</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve "Dr YO" Kempster</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c63d3899cc34668df19ade25166bddedcde6aba5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7727">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atoms For Peace</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic rock', 'modern alternative rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111132</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tA9Eeeb68kkiG9Nrvuzmi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b1ffc6a92b4c3e384b28e636acd6019de3854ca</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1140">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8ec41412419e500b4d69498442593598853c2ad</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zFHhkl68rXYS57HJ6zGQa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Choppa Dunks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">804</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8825">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ozomatli</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin alternative']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f776f565544b4dc72bba265acc4fe76a7570a061</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1An0HCtDktvCBDdFEu7HC0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34465</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin alternative</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9952">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WzNrRgEeza0G7ZxVE2g5H</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caebc861321b9f01098f3f9da424f47664c067ad</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elmer Bernstein &amp; The City of Prague Philharmonic Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11367">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/680bb9330fb6bcc3cad65a96e5311352c02f1e61</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1960's Karaoke Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zeItsJVWG76OKYxRBFLgL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/507">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/617b3ccffe352b6753a878b8c8cba8a62842532d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">600859</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6X8WdFjrNhXATMDSs26aCc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Curren$y</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'dirty south rap', 'gangster rap', 'hip hop', 'new orleans rap', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3780">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5526</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mason Williams</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79d1ba49177e8587c8f86c060c1e1400cd9f24df</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XgVoPT2Va5L64LFzskVBW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8441">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13cac6d235a9efad069a8811430901bdaa4c8981</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4005</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XdYdbtieFIBKcVFG5lKoR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butch Walker and The Black Widows</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6542">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed46702d2c9cbad38e8fe72d9edc7a7c5c14e3d8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CyHi The Prynce</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18HVMQsV3tINaTyzT5UIjH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115637</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/915">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Kingston</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce0a4412aa74a2b7e591b23380e7b238678a1df3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'miami hip hop', 'pop', 'pop rap', 'post-teen pop', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1480069</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S0dmVVn4udvppDhZIWxCr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8310">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14708</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79a65b6d2f03098df7f7a39ea481a93033c71e5a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'video game music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ir0wjCeuhkHUyPAfNJi2X</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Salvatori</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5303">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0002ab8f6022318fbf89f72ca03843859c5d7b43</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Savoy Brown</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58005</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'british blues', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'hard rock', 'modern blues', 'psychedelic rock', 'roots rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17obwOahRWI121iMUZznh2</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4734">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ivory</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66dp1e4YJx4SLcmzCtWQeH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10636">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bagpipe', 'operatic pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QtPvWkKXNZ5NJ4KRaKWql</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40fbc318227dbfdf897721ee0604d066554aac24</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Royal Scots Dragoon Guards</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bagpipe</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12259</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7291">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">464924</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d1a802193e294c50f0bd9d97d4de48216e85678</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Purity Ring</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian electropop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian electropop', 'chillwave', 'edmonton indie', 'electropop', 'grave wave', 'indietronica', 'metropopolis', 'pop', 'shimmer pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TtJ8j22Roc24e2Jx3OcU4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9124">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Man Group</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36855</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['laboratorio']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84f97c942d3c60316a4978bae662c0c249e3313b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zHhscQ9kdR9fNGAffWz6z</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">laboratorio</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8693">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9266</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'roots worship', 'worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bart Millard</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29f03408eec80b7a5217d1f5a70f6eb0d40fc490</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6l0FgdMZNMgMjph2DdwKP9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1628">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52467d6f26b4a94d6d6d344164fa6fdbeb7268f1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336710</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2S8UlyXW4JjjHcbeg8ddIo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">702</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8521">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51862</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34w2CxXOMbQeaIkoKDiJhp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin arena pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin arena pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PeeWee</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/056258cb8cc4f4893282d6c023190c1a2f883e4a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9497">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10aec60d94cac3e57008363f187a7ad1efd9bc6c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DxqFlOOim2Hu2kdtAk8Rj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Lingard</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8861">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb98e3db9001158bb59a87c48bdcf2a4ac28a6f3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K-Paz De La Sierra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TCSet7pGZCDkcXCOzH359</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">324741</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7931">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vd2HnNh4pdYa9gDVHFjEu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian metal', 'groove metal', 'melodic metalcore', 'metalcore', 'nu metal', 'screamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ae528deaa58d0c555ef724f78f347a9165fb3a9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">460793</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">As I Lay Dying</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5903">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zGMN35Ci0IgDfEsPqBRPe</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peggy Scott &amp; Jo Jo Benson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74c52372860fd46fc407689fd10b1e8bcf0a7504</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7353">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EMtGVFvfCSrEmWaGV0roE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Theophilus London</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99197</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f5e6d5e88e7ea0aa370edbb36704c90463021a4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1675">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/315aa2bf8ae98242d813cf92003b9ce1a42cd641</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1214</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BINc5qILLdq0o7By8aGiZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trina &amp; Tamara</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10159">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3szGDjM7XeFVUXXPdbQHPp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dee668a0fe3869bc3d6cea96cafeb80a06c9f173</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Volker Barber</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7559">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da843f72b3299ced01572e359fb098652ea80aee</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jgZFR40bWjwOrRCOZFB02</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196175</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tribal Seeds</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'reggae rock', 'roots reggae', 'west coast reggae']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2720">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RCsx4p5smZHYz2P5HLcL2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19150</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christine McVie</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd07ba9403dcdcef52ff0dd80826764233bafc32</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2377">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZalUpnU8HaHSjROM92Txw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06193b688161a1d550b4e081aa667c92b1cc4b76</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benny Mardones</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6167</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10783">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">292</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marcus Frost</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pianissimo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73hsGBdVbnzeWsFLAS0cbu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pianissimo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/359c82b70d00a34aca9c04bc9712f13c5c287990</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6628">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Turnover</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'pop punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146282</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/809432b90fe4eda1f82a648dc90c1807dca336b3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gLjJuczGWhqKVMmVpIT52</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2348">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EbIfIjVcauDatNO4vagL1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hip house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sybil</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbcadface35cb35152863cf6a06c80b4b3dd9859</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11332</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10646">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Wrfz3A5PMc9fle2Tchv3N</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harvey Mandel</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2738</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02f821427d9f4c6bf8afb1d78fef159c43b99075</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9219">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa75aa144f6df86f8e0d2b7665946864dcafc6f9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Custom</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YNPanuqa0uEGPOcjulX9X</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9989">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14WveIFE2cnnS2tTuDZNdj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie K</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08671800379fe7b7c1359765128fe204f9a02040</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4994">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XWjbeY70fEeQlDgtMs7xp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">612</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All-Star Sexy Players</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/371dfe9750688491f3764ebe25bd5e8f1f6c4322</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1886">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f54c957334133896a94c2dc40246ad263c6572f2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Planet Soul</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1722</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5E0lNHVTNdbK9pcUmQm1S1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5480">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scotty Moore</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9653e11eb7ed099321e6fed505497a95c1986cdd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5f8Rx5oo9KEkjssSsBsvfh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1368</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3483">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ten Years After</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nkLRaWHImCvWGHdNGnhVE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c825769bc2470bf5aaf04a5991db4612298c5dd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'folk rock', 'hard rock', 'psychedelic rock', 'rock', 'roots rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234865</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8844">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miguel Bosé</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'mexican pop', 'rock en espanol', 'spanish pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mWCSSOYqm4E9mB7V4ot6S</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1014461</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad1666425e4b203a2c322466efde4d9d37855fb9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9090">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Distillers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9852850b3defe56693ed22a52b2dc3ee4ec4c5e4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182855</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'pop punk', 'punk', 'skate punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MlyHuGRHi31yYlrttDqgT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7141">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'finnish death metal', 'finnish metal', 'groove metal', 'melodic death metal', 'metal', 'power metal', 'progressive metal', 'speed metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3dcc2dc2804468dbe498deb536daee6ad75b2bd9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xUhNgw4eJDZfvumIpcz1B</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366428</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Children Of Bodom</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8202">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morbid Angel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184315</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97752ba29b2a6a881291f1ceaed1f4d3c46747ef</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35jmO5o3AhUV70kiR7u4Nw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black metal', 'brutal death metal', 'death metal', 'deathgrind', 'florida death metal', 'groove metal', 'metal', 'speed metal', 'technical death metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4074">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unit 4 + 2</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bCvxrKMwOERTpNxO2jm9h</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1273</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c884a630b816b0dbe0dcaa5cea80cdf7edd188bc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1234">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51c9a4f97f5b64868ca0ad925b497212d3d5456f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7okwEbXzyT2VffBmyQBWLz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4452903</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maná</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'latin rock', 'mexican pop', 'mexican rock', 'rock en espanol', 'tropical']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10470">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Triumvirat</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24352</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lnV6khgTreN8QiqtSAAgW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a41b8b3aa7d10409dbb6446bf0e3edb091cb98a4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'italian progressive rock', 'krautrock', 'progressive rock', 'symphonic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6873">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ff3e17d147054359005616c9fe3efb81da37a11</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1823</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bradley Walker</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WDUptC9KS6ZFNwkZipSlQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11312">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Pizzarelli</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f34f4a17578224feefc6d8b28db0f8b84ca536a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Yc3oYPNlABAj17eZiNJqf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13975</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz guitar</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz guitar', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6721">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dabd2dfa010ceaea8d4d17e06fc23100eab609bc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CmaKO2zEGJ1NWpS1yfVGz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Falling In Reverse</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1108415</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pop punk', 'rap metal', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6580">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sN51vEARnAAdBw1IKZ8Q9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liam Gallagher</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8f06e460d058bb9963c296842fdb88a864bdd2b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">466337</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7023">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daabacef51e41baf2e1fbac98241ad12c6cc73f1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mayer Hawthorne</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204858</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4d53BMrRlQkrQMz5d59f2O</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5615">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MaTQ0cNzTsgNwZ87tGoKW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Shot, Dino Brown &amp; Hastyle</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6772">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hippo Campus</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1btWGBz4Uu1HozTwb2Lm8A</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281989</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indie rock', 'minneapolis indie', 'modern rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8566896482ed0a0e3c0bd4503ca3ae0c1950f019</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4871">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13df206999cceeaffdfb20eaa1c8806c1aa55a1d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Marano</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y3Tp6UiwlIg3O1BbfrWst</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6468">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2akNRvGNB400IDDUMr1PHW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175118</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'indiecoustica', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11065e83314f552e449eeb1ba54cc02a6ca8c0f0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steffany Gretzinger</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4004">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pRbB1wJPilL4ldazrSf0d</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Clefs Of Lavender Hill</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98b9c8625e27e510352124369bfa0f5e263e4884</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3694">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz blues</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32639038b81bf78f356e1a7a456ef5cccba798b8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1425463</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7G1GBhoKtEPnP86X2PvEYO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz blues', 'soul', 'soul jazz', 'vocal jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nina Simone</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7150">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Il Volo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian progressive rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">318611</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dE9ooTNz8iEKIKItRI66t</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8efbcc9c6f8208cca2fc0f534f1831ceab329ea</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian progressive rock', 'operatic pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6457">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LEDGER</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative ccm</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative ccm', 'ccm', 'christian alternative rock', 'christian rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OuIyI0FYMUZtINxhQVCL3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44400</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/460f42af1d5db32c5db4295cf9aa0cb98171ea6f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2946">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">856880</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d01e4e9aac39b891d684d3d1a5b3a451d7c72bd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6P7H3ai06vU1sGvdpBwDmE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steely Dan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4188">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1061442</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nViOFa3kZW8OMSNOzwr98</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2062be9aadba620a85bbaac9b068b5228e5323c3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen Naija</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'pop', 'r&amp;b']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1329">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'dance pop', 'electronic rock', 'lilith', 'permanent wave', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">604925</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a52f7cfd7d59b7f9107fd06149ce31a2b80e7926</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S0GHTqz5sxK5f9HtLXn9q</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Garbage</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4425">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Briggs</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">420</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9984e18b49d8b56edc4387263f44b08616e3c76c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anglican liturgy</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fpm54DfoAd1JokubtQiNL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anglican liturgy', 'classical organ']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9371">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20a58a64e0591548e2d25b4b7d58f230195b72b7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67236</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Bleed</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GQgxUq4MOuXXV99WrRuev</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8944">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danger Doom</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0b3fYxnG6tlR0zLtBJd8DF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/135934b2b384817e7727d303c23a22dfe84ace90</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98389</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8846">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iy8nrBbtL57i4eUttHTww</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Good, the Bad &amp; the Queen</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa75c9bde696ee903a6cc5749c5c0905367fab18</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'garage rock', 'indie rock', 'modern alternative rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69816</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5254">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zPcUezmkw9aGjoRlBxYxw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wall Of Voodoo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d64d12337e07bf01e8315997e3ce051a333f0ad</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29027</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2923">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'country rock', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7213c1a1ed25d51a1b666ce057663cd92c0a76b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91374</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pure Prairie League</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MXwwmS2JpmsHZhdMeOL2s</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3475">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Pek6HAr0BoHD9P1RuA7d5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luther Ingram</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16611</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9bd41684558bf076e8e26bbd903b3842add9fff</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9313">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44f2d2a8000f35dcef0749643d6636e63a909cad</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coro dell'Accademia Nazionale Di Santa Cecilia</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s7O03leh3CDPvzFu2qIaR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3874">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66958</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32c45bfb6695ca4f4715edccd6c928b8b2827b7a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miriam Makeba</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18RkLKfeoUgZflWv9os25W</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afropop', 'mande pop', 'south african jazz', 'world', 'xhosa']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afropop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6299">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Brightman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259737</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4b35bb3e495d55a921ecad9806be358b4cbea01</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ead768rc4ShGxnqtqccU5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9959">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Steel Riot</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AyBaEY70cbPAo0XlA0bkq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff9db42cb6d72a80422444ebcc09bbf6fa6b6623</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8840">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/017bd760057251b60dd35c73b9e337c743e78092</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1t0af5EH36iQVJ06XnLDOt</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">From Autumn To Ashes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73188</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10999">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/638f1f4eee97ea9e534c4ecc3c90dd20558644e1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dgYLAyKDaPKYiz3GRWtcF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Mitchell</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9717">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black 47</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative roots rock', 'celtic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative roots rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6899</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DDG3ZoXbfw3gL9G8YdHY9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/165ebb06a1fc41aea345bc743b7e49972efcb0c5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5595">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joel Samberg &amp; Benny Bell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/497b0f43d4c130d1dfa08ccefbd4b07008f79517</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bwPRTyMXhWFqJ6Dqil3ut</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/284">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willy William</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['francoton']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">francoton</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118746</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RSyJzf7ef6Iu2rnLdabNq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/107046b43a47fc54a394ebe2e081ffb2d899cefb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9233">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12b47ddf0b865fd9ff7615b42e0e03d7843b3320</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fandom</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qvqt4vEWaYEzLkV9nVkws</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3134</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7815">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/473cb0bf72567964705706991db3c6799eed5d7b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie Maines</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wYbBxRMYtoM7L8zNSXv0J</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6693</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1057">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211061</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Anderson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AgQTHagFdBq8VL791lSXz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47a16192ec41f2f0d05c0111ef49c21724d27bc6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9919">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benjamin Blümchen</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04f75fe9cbf2f0df5911cc40452ef13b0170eda5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hoerspiel']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48276</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l6d0RIxTL3JytlLGvWzYe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hoerspiel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10879">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Cooper</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UJ2v7pHzoP0qg6aEIJCYq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe2188f18bb00916c7a83533350f9acb0d6eaf40</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9910">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48c5c635df44710f38a6d7b833e1a4973244230b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EotR2ildPlOalJIyEZESI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dream A Little Dream</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7321">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XxxEq6BREC57nCWXbQZ7o</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Cullum</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'neo mellow', 'vocal jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350559</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9c871156ab6f80f170e1d3ac6e8bf2d257889a7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/362">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XyY86QOPPrYVGvF9ch6wz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1685533969d5b68cbc630f991e873bd6467f1814</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13306473</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linkin Park</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11329">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e799d14aca73a33deb984d7620f282d68831ec6a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2807</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wu0l16iC7VFb4b68pcmoi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patricia Lewis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrikaans</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrikaans']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8163">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50413</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dorinda Clark-Cole</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2izm16Jd9ifkaqR5fxzlTK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f991f59605e7485a2f15b9b903b344362fb88ab6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8919">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LAYJEinJ2hxMoFmHloFRo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51b729bfca26932946434825151b96e4b2691f39</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32821</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebel Meets Rebel</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/273">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sKxqpSqbIzphAKAhrqvlf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walker Hayes</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a8300c894ce7c44da50bff16d365bde8b1d2b1e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173528</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6428">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbdd450284a98d13a1ba59c4165216f373274082</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">756678</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ziggy Marley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'roots reggae']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0o0rlxlC3ApLWsxFkUjMXc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7355">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wUmdemiR9Dxw8A2el365A</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8acce31bc909dab975fb9290fe4707307c41a017</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'soul flow', 'southern hip hop', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stalley</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108196</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5178">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5104</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c48054008d578efe5095fc51b05787e50bcf417e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Pack</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22iNiLtvlzsvUw9KDiROnl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9860">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eKzDvHhJgMtcaOrvEXCTv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.R.I.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100241</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'groove metal', 'hardcore punk', 'metal', 'old school thrash', 'punk', 'rap rock', 'speed metal', 'thrash core', 'thrash metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de817254812f503a0653fb83dded5c592041648a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6827">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PEMFpe3PTOksdV4ZXUpbE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29b3af9194f3fb8e45509722b40fe2286030d980</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136027</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NxWorries</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7214">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desaparecidos</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27834</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1H8myCcRyST1S5CcXNHiYM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'indie folk', 'omaha indie']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bfc684121f57180f9922a5cd40d5be4663383e9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6579">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">400245</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">August Burns Red</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5p9CTsn5ueGU4oScNX1axu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f89fcd4818534371e2cac7fcef7068905cba519</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1652">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iFf7x4gbonfRVAvQ8Wsoh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'houston rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a07f1824599609d34ddc002d5437e4af2f3af628</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fat Pat</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120369</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3021">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54b4af2d6b147c4239a315bca8d5752e0d8e1e7b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Scott</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UQO8IQ2YE4eRUrGtHygB8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic folk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9060">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'rock steady', 'roots reggae', 'ska']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZFv3wQwwWPiVDWhv0mjQK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ff4905c62ddfe34cb7078c21795145c7786781d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">248486</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toots &amp; The Maytals</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6993">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203808</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0591e7b3fac36cd76388b0c4e1d41ce04e30199b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'modern rock', 'philly indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HxXNvsraqrsgfmju1yKk8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modern Baseball</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/347">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">YFN Lucci</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4cb0aad2667a3b8b9ecdfc3870c0664cab923ad</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1201989</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Berubt6ysOy2LCMyqhmXP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1214">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nu metal', 'pop rap', 'rap rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fort Minor</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d333d13b32a54c3dfdd0404eed2ed5bb435f12f7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">378479</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dWYWUbO68rXJOcyA7SpJk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nu metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2166">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6deBxd8qgegXF4iFZOuW2R</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Williams Brothers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36976</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7140257ef79263a54cfaabacdd98e84a4ebbe01</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7261">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cshCXEe1I7wlRwdrL91ZQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de4c77c7f4408f1f0cdd0768b0cb75a75cad45a5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39741</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Clark Green</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10055">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0augulkuXFx1qPfb590w2C</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72698</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Buchanan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'modern blues']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ff910c920ebfb8cf01a4a662afcb544aeb14499</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10884">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gospel Messengers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6U8BFVbn8vGM5xMcwWrGC5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0023a84a6281f2a6d2b9f505dd2edf8bf8889e78</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1431">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1313158</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Staind</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9235a42aae9b364c69e734e211e4b34611f7574d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KDIH2gF0VpelTqyQS7udb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9331">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1fa10e66910158c2bf2afbc90b484c4602cefdf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nina Gordon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4126</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38Tbx2UU0VVtVfftWIdGZh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'folk-pop', 'lilith']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8272">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WgiEOrXlaXJGHKhkd9s4s</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'modern ska punk', 'ska', 'ska punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Aquabats!</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60495</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf59158c068e72f3f99853edb86d3b6c741ef817</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4035">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'ballroom', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s6JabvZdqVQhfOsaxCSFX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bert Kaempfert</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33356</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d9c660cc9674e0013f9d683cbba2990b58b7c64</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10029">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0G75MnLZkw6Iuur2hFNLpx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colin Cameron Allrich</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2825225a2aaa9e45d688c648746e2bab652fd96f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9272">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29FJATS7jnmwSwTRmffwk9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a20c88227a31aa902b282ae3a14577d67bad9dd0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vina Sopranos</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1847">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iHvfung7R34pveb3uvYJ2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Macutchi</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7535">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b9abeb9ab5b851f2e0b8de939bd8973f6ce46a4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'southern rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Robinson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lEokLkF9CWjEBogNWcV69</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11997</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1745">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Saints</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84842af3eae25b458cb62c552efc5f89aab4a3b2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bubblegum dance', 'canadian pop', 'dance pop', 'europop', 'girl group', 'neo soul', 'new wave pop', 'pop rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242250</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TDVKqW9uhqGjwwwKGuma4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11476">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben E. King with orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20e08f9bc59b097cd316928d4421de788249879f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xjRfndjxnpxJjtO8aec2W</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8320">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Bang</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1c883963e294ad2f007553c91602824bde3d934</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cVonbUr1VfXFHGufgqiNh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2461</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10930">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2D7RkvtKKb6E5UmbjQM1Jd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'french opera', 'late romantic era']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a640bd1a558a58cc4dc3b8effec7747ae55ce17</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Georges Bizet</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116141</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10068">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'electric blues', 'texas blues']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Copeland</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55d29b610c77dcc45daab8d6f3e352b8b6dcc267</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">641QgCXSYTbRm9kigj0ABL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6881</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9424">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54338</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc92b67e974605753ffc952b7d7a4b06fe8b2912</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac Mall</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18jS3V7OkXYfDu3CEK6a0T</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2693">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HvcqyRLS9nF8hAbTWOqpr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30156</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Hartman</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c87a93d296d821aa3fc384c8a4d90823925055b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2334">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock', 'underground power pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8324fea1dc8254274630eb55b814e5f59ff82657</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Y36dqR145FjTKUjibEcjO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37423</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enuff Z'Nuff</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3360">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26675</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic americana</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brother Dege</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic americana', 'lafayette indie', 'modern blues rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41e5276d6f2aa5232c1f2ae61b633006bab9fe70</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62r8B0snN5IPw8SwCJTEXR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5849">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eFT9ikRwIzY81w0akgt1U</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77373fa088927d93cd4982d8e7c0767097758b19</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John McDaniel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6677">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f08ac7ae053bab1adbc3fe0be5d63edbb11a8e60</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504114</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xTk3EK5T9UzudENVvu9YB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rancid</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'punk', 'ska punk', 'skate punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8361">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9de27f7fafcd69c176cd89b319ac7ad885c06fb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carroll Gibbons</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IFehwNMIwBSIf40iX0gm9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british dance band</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">606</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british dance band']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10030">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d55701e408171dda5631d638ed47fc29fa511b53</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1317</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tonight Show Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vXEzRGULAoskXCGGuJcdN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8379">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce2aa817e897a41d9d3e51aeab8d0538fbbd49b5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british dance band']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">292</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The BBC Dance Orchestra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british dance band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PFXkTaxxM0cd42woXZBvP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4126">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Gary</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/716bb56c11fb0d43f80c516b6436369261eefbbf</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JZGn3cCxwdRIoudPO1kNL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2494</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9025">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AhfLNt7teChymEclbsHlo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0de2595574d57097011056b93b9de4c6caa3f336</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'country', 'country road', 'redneck']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13888</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cledus T. Judd</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/545">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86dccc14ded05c08b96d314a5b0ddf95bb01f013</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B4hKK0S9QYnaoqa9OuwgX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'west coast rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eazy-E</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2099472</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/266">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea08ae0c9e60a0a416f18b02b35bb6591f62d171</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2044852</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dHt1vcEm9qb8fCyLcB3HL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A$AP Ferg</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6364">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a900c8fc33bcb23d93e3cd79d2c191d2fd02a45</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Interpol</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'dance-punk', 'garage rock', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">928461</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WaJSfKnzc65VDgmj2zU8B</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9907">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Godfathers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Gf6z7kuVRjZ2e3W2cxoXN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1be72331e5e92872d22f3bdd4d354c7fa000d52c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5008</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4776">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7opRqRgF9lvnVraBFCMvIj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Groove Theory</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84320</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c6b42bbb8bec8960f105340259f29e1ae40d6d7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/585">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'latin pop', 'pop', 'tropical']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MHaV05u0io8fQbZ2XPtlC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bdbf6fcefb5331e4fc81f93dde1de40a3bd1731c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prince Royce</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4562547</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/736">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IROOdQ2fQUcoaEPqt1Isg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Florence Welch</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18524</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2231">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Box</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52539</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca0734246f2fc84dc2c0b29d14db66d23c756008</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'eurodance', 'europop', 'hip house', 'italo house', 'vocal house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tsRo8ErXzpHk3tQeH6GBW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5154">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15654</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Southside Johnny And The Asbury Jukes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HosDiKX3VWIIjtSkP8cfC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72b51de25a6a26b156a47966d7d01df394a55e3a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'pub rock', 'roots rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/684">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">876041</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/457bff57978a9c1aee6c2cab83e774df8942bebd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7H6dkUChT5EoOQtUVMg4cN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'neo mellow', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hunter Hayes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/414">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3e2jFFSyQ3RQDSi1YI543i</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1702</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spooks</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6052">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shades Of Blue</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cc6f8a0febfc611259409634b9d64f6ad6a098a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mrPUMTaGsRrW8JA66x7oi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/281">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6U1dBXJhC8gXFjamvFTmHg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/735f581e4a58d772bd495494dceae99120ea0f4e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zac Efron</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">535495</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5068">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">687</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ng2TUBQyhemZLHnFjypAk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doug Montgomery</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c7ea9796abdc86f0388618b9d7335c9a4dc3fbc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3598">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenda And The Tabulations</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'philly soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3843efebe06a4639dbd2be13e5544d55132f9951</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7knQlwjtPZ9VP98f5XXhhn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1625</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1723">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5231</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1D9f1goUlrbnQnQaRt6yIP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sons Of Funk</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1f098fe196ff28cba27c65b1ded3a246ac7f216</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4269">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28a5deb6afdb0a6aec4372fc4ea3408c38a36776</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37zyPTjLCL7dZiaUfhIlpd</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">599</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Music Junkie</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7212">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0znuUIjvP0LXEslfaq0Nor</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Citizen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac994b4288ba4a11cde319e5d1519961e384525a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131464</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3115">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00f2c3cf83a5eefa881c63c5a0ea46c424cebfd5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy "Bo" Horne</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jcPHv7qVfqysvBT7Jmn7K</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7119</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6415">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CHVRCHES</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6c530da12f920f3b8d2d57be7782f9d49af16c3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1031020</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie poptimism', 'indietronica', 'metropopolis', 'modern rock', 'neo-synthpop', 'shimmer pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CjlHNtplJyTf9npxaPl5w</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1772">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f748fcb6fa7e0a24bb7b044df9e2abb73113f74f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep acoustic pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4stDtiogPv0MnO9rcS4uci</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep acoustic pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2300</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Imani Coppola</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10766">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BThcVD783ys8dvyGUQ5yq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2e2becac6c5c3b7579d240631ad5b24d5548fbc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Area Code 615</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">586</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/985">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da8fa58ec979d6a91d79c969413fd141db9c0155</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8868</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DqeVw9M195lj22iU1elxD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Gibbons</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1222">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05d5ed0a88a5e614a16a07bf5dbcfc8ec5404d6c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1d6dwipPrsFSJVmFTTdFSS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1343766</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paulina Rubio</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin', 'latin arena pop', 'latin pop', 'mexican pop', 'pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3952">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1102</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3snDbXCNwmoFk1MAbhsJal</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Castor</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb58dcd90ae3af01febb68c2225677862f3fa228</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3834">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">571</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cryan' Shames</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b7b3dd913cf0cd8fcf1a34c862f9fb6ae0a29db</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KqE3rHdX1G6MkvG1lSlbK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7725">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian indie', 'christian music', 'christian uplift', 'deep ccm', 'indiecoustica', 'roots worship', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154096</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gungor</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4J4o73Oun7v0XXRjN8DPif</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90e0378a22bbe1b039ca71415adf5168126bfb5d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10217">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67567</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canterbury scene', 'instrumental rock', 'jazz fusion', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vs7NIU7kZc2Efh6yOGKEZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Hackett</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a084a1fa2de944539de63a7848daac491b3f766a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3327">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0993de608213cdc985a6631a54b9c760ffd09b5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PmZd7YOaUgQwhOja44fmZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'philly soul', 'quiet storm', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48584</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Mason</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5494">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IT7iUyEDGX4pJDo6CfFRB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dean Friedman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b859af08010cc12bd6f926001b853d4b870b6a2d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3541</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6279">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical tenor', 'operatic pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical tenor</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EA9hVIzKfFiQI0Kikz2wo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1155898</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrea Bocelli</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c08166be4b6e8c6acec324162688945ad8ab465</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1702">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pressha</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rcAg2UgXIlbFQIHWq4eGE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1908</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9efdf6d8e9ff98cd40ace40f5a737f1b35ab1ef8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1217">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4eec25524b7d078781211f3ca9fadc7ea2b4aaf9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nitti</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jx1ZcYEEgdi86Gzc4T7Jq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10553">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6O2r6FHJL6hRJxBI5TUn0K</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mothers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61d8270a812b1972b8dd7a0def8b463ddef90cf0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6615">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lynch Mob</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25abfe88a16e15beb59e1595e48b51143ce21b4e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56362</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'modern hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2K3xysAFpeFSH3DG0zIErf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4518">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154343</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rTRHzFfbTk5GL3LpYZGHR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'folk-pop', 'lilith', 'neo mellow', 'norwegian pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f66cfc3c3286dd779673fbf93d889eeb0d4ee22</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria Mena</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6922">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28j8lBWDdDSHSSt5oPlsX2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ZHU</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475558</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6d2416dcfc82bb792354d872fc71be006f24f09</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4955">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c74c39caaba5c4f829db2fc730cb2b2f99164818</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giggles</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5837</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle', 'freestyle']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fkKrzUW7aXj406eBMQXHl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6915">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carnifex</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130624</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nqY8hkQNkHaDq4fdVxdYr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'groove metal', 'melodic metalcore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/faee72ea6cb9bda875a7d0edd8d9997d06343c47</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/478">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253427</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DZGvSv2oMkBUnPz67E6z6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbebeda7e4d71d513f11ef68ee86860a2ebdbb35</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Nail</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6522">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7l0sphz32GV0AjjEhECpVg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c77acb1d3dbce753bab1c894d25560db18424305</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">channel pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caleb and Kelsey</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91763</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['channel pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6708">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22309d678d5a0b8db412b9cbb8462f63e29f529a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43130</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Classic Crime</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Y2ImQoh83EyhkbaJXmJr1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian punk', 'christian rock', 'dreamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11297">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'chicago house', 'chicago rap', 'hip house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Lee</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1514</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f52161c234be65184f35ea7c55efde9173a10027</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GXl7JNlpliaLZhSVRLQKu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10200">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'power pop', 'pub rock', 'punk blues', 'trash rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a9cSOmXeX3S8Tosfy9Dwv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fleshtones</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c20d2491b5ba95b61d9bd0b4cf502e1df42bd3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7983</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6084">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NpvTrjODQU5pCxWeMlXQc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17e7eb1c1da62b5f2f2550120c027f26341f9734</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Harden Trio</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/775">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VhL8KLjVso4vLfOLVViTb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">971609</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bridgit Mendler</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15a06f87de0d12b22f062d257631dcd5a1ecc753</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10165">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Funky Fresh Sex Crew</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uONUdYbQvflMcpxgwlt8y</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c6588ab6b7c9c9bf65aa13acd0a1345fe0dbd58</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/48">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vneleczrRRNPF1vj0x0vy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Harlem Community Choir</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9316">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92157ee2446aec843883615cb6af86d1beefae0b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203002</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JGLjTHV2t8u8wxmLaiFfe</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'christian relaxative', 'messianic praise', 'tagalog worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Moen</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2837">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42eebf8e593728f59f6666658c32f7ee6d37d406</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Clocks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">041pORmHnf38WUAapxppMS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5399">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Peek</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HoR4Xa6nrt2e273b2fl5M</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e51e9c8a44c37973a4b31d5f38b91e04c133ba59</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">515</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8431">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sahk8ZhHF9FB59DMyDi8D</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ec289f6cb5047032257e0f86d425a12f2eea9c9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47369</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'jamtronica', 'livetronica', 'philly indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Disco Biscuits</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5580">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89748071c1d2cb1a3bb6ef0bade9544d8edbf528</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vpRSadEAzLs0ikY7gAESe</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16429</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hamilton, Joe Frank &amp; Reynolds</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1866">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2D2qwEatKbBSKhBCfP6lyn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock', 'roots rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17264</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bodeans</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11cc8124efa1e5ad8ad89d5957f9397e822884b1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10828">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aQ9yNqwgxQloUB1nc7Npa</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eec13918321bd7b3e0115b7512657c69e77d1950</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fever Tree</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5287">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob &amp; Doug McKenzie</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2183</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1655105051004257fbf6727aec8cdeec08270e17</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">684i2dRwvzTO4XhjtmIIq5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9028">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Westerberg</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cc958170f09f54c2a49b94710277a916255ef23</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative pop', 'alternative rock', 'gbvfi', 'jangle pop', 'lo-fi', 'power pop', 'roots rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23777</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3N6WAAPHoIjo6na008793X</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2293">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aX2dmV8XoHYCOQRxjPESG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'rock', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/503daefa46866e4962e92039f435d0a1dee386c5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">477535</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Human League</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3467">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zHtGTvpPCwu2WcSzx1DeW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d43dcc2d1712aa0db8f0c4dd97a3688e3bd1426e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Love Bus</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/351">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Major Lazer</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electro house', 'moombahton', 'pop', 'tropical house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/093b23f613441e9b90070939795f3109386edbb4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5603128</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">738wLrAtLtCtFOLvQBXOXp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3155">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1244987</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44NX2ffIYHr6D4n7RaZF7A</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van Morrison</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f849f47dd12c6ad44c69cdad9dda089d54b70664</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'folk', 'folk rock', 'folk-pop', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10124">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gPY6jETlC02stpXOUmSBH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Branford Marsalis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a65739f6e84ce6a5bfafac9bd2da46e92ec2e7eb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'jazz', 'jazz saxophone', 'new orleans jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34185</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7424">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LhV33vJvXmFGSM3m5RzUR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26503</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blake Mills</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50f1f767633d979aca06fdaeac0844bbaeac8b91</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie folk', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11280">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pj4SaBrb6hh9WUyg2acsF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Silkie</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1964">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lJBrQQ88JjskJmJeVKX4F</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160996</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27e1a471528719c975e37661762a0cc23965c99b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karyn White</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7942">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">976</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64ExBAzxQRVdiPGIaz1WE9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf027828e527ac4f8ced2b0bdeaf7f6273bf8d9c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marcello Viotti</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10014">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ezo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7a4475c6c7853edfa5e413342df0e6baf7f9b66</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gC7DVJ2ZoS8lYoJ18DjoV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4133">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8760b1a72e698df8a0ca339098a8beace7c06e1f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Millie Small</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock steady']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2973</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock steady</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0h3n6BqxvmRhWwNcdw4CWT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10690">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">slam poetry</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14582</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d140618a6c0470789b9b6357a1e216f7c54d90e1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Last Poets</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['slam poetry']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58Wl2AJZWwfvEn2eAWJbIG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8915">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e2f8d7448e766deee805c33649f9eb0f72de005</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">901</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BdkkHt4TvnCGcr6vT3Nbp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Cars</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5145">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c2af81efb15bdcf047674804e6caec5350cea94</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Loring</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OvZ8Dx72DO6lo6DRL6vjK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7120">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HgqjpBaWctBWVHafQIpRt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'mathcore', 'melodic deathcore', 'melodic metalcore', 'metalcore', 'progressive metalcore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebc5d903ec0dc4a8354541ac0d0a1b1e539919d6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176450</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Born Of Osiris</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6361">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern blues', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern blues</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">828619</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4efc5487aea2d306f3c01e6218b3c7ca858c22b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qnGvpP8Yth1AqSBMqON5x</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon Bridges</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7039">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bri (Briana Babineaux)</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c358b71aecfada6d89647d221dc17a3171817156</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YedxQjw8pGzw9B8owaEnF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34528</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3746">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4958loju8eTBhBFO32oWQ6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e8fc8db467e9e835c01eb2e4915499fd6a55d7b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">576</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mercy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10863">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">984</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xSEQmlssbeoIUdQ0HFjUT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Kander</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60227d15936009e8bd1e1d16bb9b16cf0e51fbd3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11418">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e89f277ae06eec33e08484fcbe7cc6caf4825ae4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45sV2mVcSSpjTL5KKViYU1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marian Drew</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3369">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tLLSEaHMMJPbsYAz8MkEw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99629</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6195b23ffb571534704463ceec5c2d9d0cf0d1f1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Magic</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3372">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/722e36849bde408b99330c713ebeb19157eabc89</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hollies</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531097</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6waa8mKu91GjzD4NlONlNJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic rock', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'psychedelic rock', 'rock', 'rock-and-roll', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2239">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b33231f41645a85dffdbd78fba372a3ab7a187c6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CxGqBuQ7anhFAjhSxOpIo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Riff</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">344</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10405">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/badeb1dd904aa47bbba0ee45c2f567211fe67aee</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OGf0iBMsn1KQhl4MClHLh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian singer-songwriter', 'roots rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Danko</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian singer-songwriter</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7606</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4870">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a7d38cf1a531135ab78ff43b7b14b15b7f279eb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29501</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rqb5s3Cxj0lGr6jTrWc0P</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shyheim</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3618">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Paul Butterfield Blues Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'chicago blues', 'classic rock', 'electric blues', 'harmonica blues', 'psychedelic rock', 'traditional blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96dc0eb644f50cb20363c23f0a58765b2c85eb9f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kz7WuPaUa4QVreP27I33i</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44339</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2723">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e35a93ca4e1d97d2b396aebfe18694bdc7efb141</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kCL98rPFsNKjAHDmWrMac</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nik Kershaw</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133930</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'europop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/405">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0b1df5f5c775bff70b7f67325fafd07d212ee53</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KALEO</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jdFEYD2LTYjfwxOdlVjmc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['icelandic indie', 'modern alternative rock', 'modern rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">icelandic indie</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">776942</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/328">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IFCkqu9J6xdWeYMk5I889</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Estefan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323660</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin pop', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6a906253309fdbe30aa666f970434a8ee2cba40</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2240">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Another Bad Creation</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'new jack swing']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34627</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a07a320964aaf445caf4e729850e90f6da7adc74</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">454VBUMshEg0sxzoWKTYbT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1276">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Nelson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5W5bDNCqJ1jbCgTxDD0Cb3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3b1bb4dfbd929128f1c6eba5e3dc9a7d344437e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'nashville sound', 'outlaw country', 'singer-songwriter', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">906376</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8625">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nM5pj6cEIkzCkwBJZibHK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dead Tongues</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new americana', 'indie folk', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d8dbec4cae3e59ef378fc0f92432f7f8de346a4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13405</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new americana</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9656">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d521425ee8abeea5a8c48daa4b34d6b9e7ac268</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['background music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2irB8SXzuA2u0rBten7TnK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">457</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">background music</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Varela</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7653">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago punk', 'emo', 'folk punk', 'melodic hardcore', 'orgcore', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lawrence Arms</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0aQ8Ow9YAkGxr5bbehjkcS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago punk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b57451002c00036f2cc65c89f82c6f55ce17f09</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37295</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8700">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ABN</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Mh88m8n53h0AOdocE0Rbv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'houston rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03c6d18e749d151beaed64d12b3a5099bab044ff</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">997</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1476">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5c72dd8955a025ffb193b9a09d44081de6105a4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ayl7mCk0nScecqOzvNp6s</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">858946</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'neo mellow', 'pop punk', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Eat World</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11123">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01TUWWKEQpT1J1SyHSKYkR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cool Sensation</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/888890475d99876dd1ba53491916c7e95484fd8a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11242">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miss Elliott</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SlxJfLHrzPS5OlB50acmx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2504">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bba340d0c2aa4c9cbcbab0a4c3259d8f8e27f0d7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grateful Dead</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'cosmic american', 'folk rock', 'jam band', 'psychedelic rock', 'rock', 'roots rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">782188</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TMHGUX5WI7OOm53PqSDAT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8670">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28600</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5P2rwRBgIN450RaJxdjYdA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05969c013975c0cfd41734bbfd86b917c5708cf1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kardinal Offishall</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap', 'toronto rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/523">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1724382</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jess Glynne</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ScCswdRlyA23odg9thgIO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b8bcd3c4f4c044e2b330d3f79adae16c2dec8de</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9713">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5C6XWc0vfo88VBzZX2lHva</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f394c4a2daa6aa6456c43daebb7560e696e605f8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2231</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Lynn Gregg</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep contemporary country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10524">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/060779fe60977f0f9969bb3e8e42ec7991f37bed</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edgar Winter</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UNrI3SG1l2ezKikxQ2zuk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32923</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'electric blues']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N30575b5f01ab48958f9dfd2230e9d282">
+    <ns6:name xml:lang="en">CLARIAH Structured Data Hub - Datalegend</ns6:name>
+    <ns6:url rdf:resource="http://datalegend.net/"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8852">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67f7GZXNMGRn98lqrtIdrN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hardcore', 'canadian punk', 'hardcore punk', 'melodic hardcore', 'melodic metalcore', 'straight edge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90703</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Comeback Kid</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b753c1ba700a85c049db7b4be3c70b509772dc7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hardcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6407">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41931c5b81e06cef281968c7f3c74d1ab44bdcf4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">517191</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebelution</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WjvvwAX0mdWwq3aFuUdtc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4637">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ideal</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bK1rpFhmGkImiZNuUyHVT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4412</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d64476e3a35f313f912d26a69509f1478f2c0c36</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6563">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Veil Of Maya</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'mathcore', 'melodic metalcore', 'metalcore', 'screamo', 'technical deathcore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f2f4a1c281061477b5d2e8521bd65cd6f99a1ab</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2i7CQcVBh2K6uOR3CH09M1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140144</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3390">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'instrumental rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Intervals</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88896</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xpJGyjbEzkWSNfcf2tcMl</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2baca9c6112bbec8fcc59a23d50c2bef2a6eb04</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9527">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Lee Hooker</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">440101</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yNOfXGQNGjAynk77wv85x</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed03ad28dfc9dee708810b3404f0db2fa09330c8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'delta blues', 'electric blues', 'memphis blues', 'modern blues', 'soul', 'traditional blues']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2826">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12077</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jL1usPiGDK8TD46zJP4gu</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Martin Murphey</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98aee9f4d6f91c956ca53774dcf93859e528d3c7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'cowboy western', 'nashville sound', 'new mexico music', 'outlaw country', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2083">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'jazz rap', 'rap', 'southern hip hop', 'west coast rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db124909dcc277881bf55ed159bd417d82e2ced1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pharcyde</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">306463</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yk35uHNQclPXFGFoTU44w</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7081">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d52f298235cc6ddbbb14a66f546e00b2eb19c34</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328810</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sm0jQ1mq0dusiLtDJ2b4R</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'disco house', 'edm', 'electro house', 'house', 'progressive house', 'vocal house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Prydz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11265">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3019</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jojo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6aee54a9ba5c23043009656e3d97298b4c43b6bf</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AAuaueEinwUKSWlxvNTDQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3826">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">["australian children's music", "children's music"]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fa8436b0b71bab55219ad671c7e1964f5f9b091</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JY5qzEozvTdogkDTkkOMf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wiggles</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83886</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian children's music</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11494">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ceb9f0a506fe9a6674884d77a9d3078a3d64e09</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Capitols</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01cBIhcUXGSuwSLphfGGQB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4323">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43eAoOm70bzBUNs4JKP5nE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37356</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashton Shepherd</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de3ac3b90548daf834ae2b33066cec69c2a45b2a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8012">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rxtSTPBJawYhQAXIpgEAi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8def143ca639238d857a0171dc903cc6e0f956aa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Early November</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62896</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'dreamo', 'emo', 'neon pop punk', 'new jersey indie', 'pop punk', 'screamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10573">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b062814b54ddb7f3e436b94bb38bd13583f1e3b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'cosmic american', 'country rock', 'folk', 'folk rock', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gram Parsons</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KA3WXYMPLxomNuoE22LYd</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62582</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6971">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1471</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colvin &amp; Earle</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ec4598a9518305e6568153cc535a4c9a6a9fc0f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ySDCFFPNIBeMS2VTo5j82</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/534">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1334</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Verdine White</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8502a177314f984b1a353ac17f10c04cdf3712f2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tMJliVd96wXoMVNdcOBHp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8471">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/974e773543767be47236c7907b303b14850e0653</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Red Chord</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston metal', 'deathcore', 'deathgrind', 'grindcore', 'mathcore', 'melodic metalcore', 'technical deathcore']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18337</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u0I9EqSd1Uo34MItEAIKc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5729">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e5bca9b712ff315b34dd18e6bd96625fffba30a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'glam rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6911</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KXwUKaBcLySwrCSsOa0aa</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chicory Tip</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11170">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">994</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Craig Wedren</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b7edc65dd6f87f234636bf33670e2f17be2fa7b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GPehFTPUP3j8J8ULlpqWh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1744">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Morrison</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V3F8MZrOKdT9fU686ybE9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'new jack swing']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33483</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f6e0fe62ade4f00c0d2fc9cc02c64e69b60f548</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5371">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YpkpllQrpNvPoQDtN9jLc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51dbe93749f30c9c265b8728e8a62b54243499c5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Burns</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2001">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43e27014859699e9f0ac92d14526c807fc16932a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112020</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'disco', 'diva house', 'europop', 'hip house', 'new romantic', 'new wave pop', 'vocal house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M People</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lcbKPLl0ci2mKRdcP5Etf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/760">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tank</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cc3b8041df01b4bb15a513574e6716dc519fd9a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3T3McKIMvtAX5KdEAHl9a0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">402</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7210">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29M3C4IzWXrztUr4cV2umC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Los</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70221ac0f659f3a515de437977625576ee468994</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50147</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2370">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62586</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92762270984c4d5ad14b06e0eeb50503d37502c8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4E35ibCNOAXiBdd4OMnlrk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bulletboys</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3444">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'british invasion', 'lounge', 'mellow gold']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350091</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Jones</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T0wRBO0CK0vK8ouUMqEl5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d22d63d7fedd437621fd60a5ccc51f46f4875c11</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8232">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metropopolis</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sounds</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6de37ae42bccff4fef507c0517eaf06c66c8bc54</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0W2XAE5AnBWqcGNhfupEOU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105395</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metropopolis', 'swedish alternative rock', 'swedish indie rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1219">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dwESUD2sahwxyFL6SYtEn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10551</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Paul</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c208db7537e3e82bd2ef1b95b67e75139c433b23</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8208">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd91bb9050657e9f1054d73a78a3e592ebf8e416</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20863</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vwWDRwjVCilY1uYVfJfLL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Bazan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3864">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35b1f95a56889f2375294241efc02956bc74d815</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7erYZsfekXYGWvup1bnkUZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul', 'rhythm and blues', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Jones</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11886</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/686">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tamar Braxton</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26b47451212dbc5b72ee5e2563c641136d4db76b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">566656</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MT1Wz4G9Z9EVOg4L5zZMS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/169">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b7682c463034f7cda95f6ac7a44385dd000422b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14762505</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S2OmqARrzebs0tKUEyXyp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Demi Lovato</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8624">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nFB4eMP5gdqee2eQb8nZb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e36c1a8cbded584604453507319ab7c2f457a8b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">834590</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conjunto Primavera</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1008">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superstarr</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">180</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VwTk6OnuwshfqQlxOv7Xy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1698">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Sandler</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67985</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/588a1dd68ec7e6df49d6c6fc5482a6fc8db33687</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LB9H0px4qWbCHg9Axzhga</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/230">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336121</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2847151c2b702ecbe7c82ce691f129417176f0f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Benson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4N8BwYTEC6XqykGvXXlmfv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'jazz funk', 'jazz guitar', 'motown', 'quiet storm', 'smooth jazz', 'soul jazz', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/764">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">816747</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1f5GqyOPo0CkotzzRwviBu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8fbdf34903d500441a746108ee0fdfa17cd388</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lonely Island</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2936">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273363</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Whispers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fa6c44b5a19e591d5199cf0c43fe3734b3d262e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'rock steady', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XzHxDFTNywDd5ReMhgxkg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1608">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blaque</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe57621ac041f436ab22ad1b1997ea327864b6d3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235086</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nSRa2YjjFWJLHGKM07oGQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9117">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3300</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Guarini</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Yg71OU2FbCOK6zH4mGdtn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0128dba964f4b20b9989b5872bc06cf7cb06244</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3570">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39uv7qSNwIoaAtWNioWnxp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cd9a1b2cd0d13f74b6e1385e2f9f6550b6f5445</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stampeders</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11509</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6603">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6g0mn3tzAds6aVeUYRsryU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/794abb3d2e0a613713a0cb0509e39ca6ff461cc0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie folk', 'indie pop', 'indie rock', 'modern rock', 'philly indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie folk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The War On Drugs</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">510598</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5334">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'electro', 'funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lakeside</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139505</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74lTWE4DqbFU3Vn8z4uH72</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e78404ac2ddb834d904bd869222ece0ba5ed384d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1904">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OT8Y69ZmFlwMCmqXNJMih</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/828a54a78b77e2e6ef5ed5b506cb802df4cd850f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1966</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nino Brown</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7933">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian punk', 'dreamo', 'emo', 'emo punk', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Further Seems Forever</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24194</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Enp9WKfk0aI9CFi2YGBq7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e66bdb18c6cd040a97d50ff60a9db07647ee685</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9321">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ipr4gJAFLoygvGdGs667W</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap', 'g funk', 'gangster rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie D</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/753678c16cb39378f4b4687d4d260079ad58a665</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25032</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6553">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333991</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'brutal death metal', 'buffalo ny metal', 'death metal', 'deathgrind', 'groove metal', 'metal', 'nu metal', 'speed metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yLwGBQiBqhXOvmTfH2A7n</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cannibal Corpse</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de6c95a6cebcec7e95a568ea2d931b309adbde43</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4135">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3460</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WnxcAN2X6IKcdaZpi5X1K</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rip Chords</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38194d3e1311fa70f5ceca395e8fff82793f29a0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7457">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12095</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'texas country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Thorn</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac31f1bfd0a3b0e0a2644177ca6f328eea4e9115</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20GkA5r78JwVBtZ4tNtriJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3709">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">889654</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a45b5792bde17098a0037509018f7f5bbfc6a99</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aaLAng2L2aWD2FClzwiep</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dream Theater</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal', 'progressive metal', 'progressive rock', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10278">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40136</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Travers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'electric blues', 'hard rock', 'rock', 'southern rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1760b1c731a6daf0c50821bfbb0592726af4ecf9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YEyuuhfdNXnTJh1uFhl3p</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2222">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'madchester']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d93044fa1435bd0a4cb9e774ae15362ce2e3f52a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30380</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EMF</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39oSLGo3HkaeYXzUEGgAGQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4586">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AXQzJRDvlJrq0fiVAnRy8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Romeo</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2585</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94730db49a044d57d16fd56be7fe944a2dbe2e9c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9674">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">José Carreras</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ahGKezyX9Rl7GuEF2tc15</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61680</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical tenor</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9401975b5245e8e29f417ab78772d65ebfec7bf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical tenor', 'opera', 'operatic pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3831">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75665</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32r72WOqqRO1DtSznId7Lr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f18124c9c8b2c4071cdd7baf5ceffd6eed7b839</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Brown &amp; The Famous Flames</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4885">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XSrsQa60zRnugPKMgTaNd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C. Broadus</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3967">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BHY1vXbLsAx5YwsFwaCOK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efc6b21121797452e83ec07cc50153d8109d2f0f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3006">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'japanese city pop', 'shibuya-kei', 'zolo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JIf5JxI3ypOSfrfNIIMQE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">YELLOW MAGIC ORCHESTRA</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101041</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a51d72dda81e13020994a4f0fcbc6b46c61cb8d9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8965">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecb176776128acd39b6cd97ae7e039fa8b33b4ce</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36266</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frayser Boy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sdwGT5t9Ws5vIosKccjIn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8166">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['west coast trap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ecbd094634e450c8ac74cf88519be89a3c6fb0f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21856</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TC1Dj7qy98gBriJdOgDMh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glasses Malone</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">west coast trap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2363">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6420</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VDmBevaLkMLnK0rLOjijw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1710391b6f3cdb8e7489d99049b814e25d5a8b1a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teddy Riley</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10444">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1469</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ace28c496efbd1ba56808b471851eb9236229974</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Valerie Carter</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2D2wLloXc41DWmZf3NBtl0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1115">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289701</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc08b568225979ef6c7b2f7e3fbf0dc6d1bc0b85</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'hip hop', 'hip pop', 'philly rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WilJWdCNLSU7fpYjiKb7v</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cassidy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5933">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sweet Inspirations</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wonEkTZkBGYq7J4w56yZl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c380e5c46aa9c91ca2f501e56663b3b5d9b1b01f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4002</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/495">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RXtieA0L2l22SWlOUMNca</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">574</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karen Fairchild</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6675">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8c281a01064dde4c3cbb85ec414f0ac61e1f86e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'progressive rock', 'rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">801242</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Waters</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40DqL6Tv84cKT2pH2NMs9r</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/437">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2660010</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desiigner</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pFeBzX627ff0VnN6bxPR4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e285c8f623c9a7c18bb523f1415b007f132792d1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'viral trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7611">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FcxTTXQKgTdJzTeACMlVU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de23f032910d051c673084830b99b3513e4617c4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fireworks</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27799</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'emo', 'melodic hardcore', 'pop punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6608">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Contortionist</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd5017700d2ea5f987e379940e33615e1baf9b8d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nCgNmfYJcsVy3vOOzExYS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'deathcore', 'djent', 'mathcore', 'melodic metalcore', 'progressive metal', 'progressive post-hardcore', 'sci-fi metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97267</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3983">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05S6yFOzexsgurWstJlBqK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16138</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02775a6fe71755a303775d021950cac3e72e3701</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trolls</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep classic garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep classic garage rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4942">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iBlvmHlA1NJfFBj8HeNjX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stacy Earl</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06cfb0c0c2a87ac29a768ef601decfcefddb4d2c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9259">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e66632735a85e624cefba391cb15cc7c9b6d6772</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">denton tx indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Holophonics</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['denton tx indie', 'modern ska punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3866</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kcWdjkSrKroKatxwzH2pp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6076">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19188</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/095143916b6a4e87be8df0faa0e4387a577af968</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DQj1q0unpi9KF8jO1Wqks</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beau Brummels</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'classic uk pop', 'country rock', 'folk rock', 'freakbeat', 'merseybeat', 'psychedelic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5200">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Utfo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcdbe81148deee0f0c2267a6f1522a96f2ca0c05</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24106</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'hip hop', 'hip house', 'old school hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52tOyUbNQQ1vKsqOHCPb7l</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7589">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Triptykon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37fG1EQuwb6zBHyFYUGfj8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avantgarde metal', 'black metal', 'doom metal', 'funeral doom', 'pagan black metal', 'swiss metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avantgarde metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24205</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cae7a867480592f8da33f7eaad4de9fe7915bbd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2583">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Device</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c807726ad3dcf72d5512a6a3c92c848c90f6276e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zVWTuVkiqJZnJv1sYcE8D</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">944</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10577">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'lounge', 'swing', 'vocal harmony group', 'vocal jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53ddd415ed44e1dd1f33a66a27a6edd2ab020661</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99736</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NCGI6dLTxLdI9XHdv7QfM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Andrews Sisters</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9866">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fZu6rXyZRurOx6tE3dchn</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raging Slab</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1650</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3facd59f012fadad33cf20df95427c6ba82abdfe</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/724">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0urTpYCsixqZwgNTkPJOJ4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1767340</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/341693fbd0b8ed0e8ae042713598e2c9ea4870dc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaliyah</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2779">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave', 'new romantic', 'synthpop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kissing The Pink</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5B9MfAU2KZlyvsofev6XXR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/353dcf8f4ade0d5f6572da38d5861cfeee872296</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2638</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4056">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spokesmen</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yNy4CEOY4IqNGqCTf97dZ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2af45c4985520676bbbb57dbccfe76e6be9be7c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8345">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MyChildren MyBride</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Uc6biA3i00oRAWvIfjhlk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama metal', 'christian hardcore', 'christian metal', 'melodic metalcore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21033</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ced07ca7c3a2c28d14fbdf2ed1ef686d3d2aa709</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5518">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arthur Prysock</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5587bd50c798e2989e6bfa782052e70e279a0225</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2467</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yJZMmgqsTjH6ooVALu7oT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1081">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f1c31cdeac95166703f7a2c25527b992ec3e1b8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32aFdXARUiqP81SXqIPD4w</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yael Naim</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98929</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4093">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Undercover Dream Lovers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vapor soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vapor soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D42J3IJpcTm3zxzmZ7TCV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f57c3aff1df565d1dbbc4e2810c68223fdc28c9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23532</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4397">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">656</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['workout product']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31RGMcGXcvqhAZEFYW2ilg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A-Listers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e892b301450cc9ae81020161674d02e59e68ab4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">workout product</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3104">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Conaway</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">297</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34NoGpkDKIwSQG1V6gdhRL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4001">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugar Pie DeSanto</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xIkJAnwLy7NwZpPwvaSPc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5efb9b72e5895c936b80ae896c328befb0983517</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5509</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5771">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cissy Houston</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3271</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QYDxx5VDqINxMtUapyF9q</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c82342b10e43299a6a01281ff113a908ff6b90cf</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/201">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2633091</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gP3bB2nilZXLfPHJhMdvc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82babf927d68d75373df483836b21aa4bf9446d0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indietronica', 'modern rock', 'pop', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foster The People</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10605">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7503</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a41aed265342be175f481765e429b41e81d15216</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ken Hensley</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60ztBo3v68OYEaicdHnutg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5955">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Northcott</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hB3m5Xp515ELY7MudOg7D</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdfd1678de3e9f63024a719f7e6a4f1de3d20fad</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7142">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c81130db7b5f933412c4906c30327817f1e1b43</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IQ2e1buppatiN1bxUVkrk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'death metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'old school thrash', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1763931</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slayer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8462">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cce12fe82c76ee5aa1c3a8ba0ae6885f7322695</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Washington Squares</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZQOs0TSimeaE1kMUZ2GCT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9469">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35929c0e987d7e4f787af1bd08877c6b03afd68f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Makaveli</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pmNqFu71wEmFXSsYAiWK8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">615325</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5032">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6d20166ca2b9c259d3496d85790cbebc5ab4f79</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">604</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MKSm2U72NzNdxRjMhzyHh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calloway</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6327">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52qKfVcIV4GS8A8Vay2xtt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ice Nine Kills</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">227385</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ce8e548f8a04782fd52f5e8a36033449766496a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11291">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3220e55a7e3918e0fcad7cb847e889792c246571</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115531</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'cowpunk', 'experimental rock', 'grunge', 'indie rock', 'lo-fi', 'noise rock', 'post-hardcore', 'post-punk', 'punk', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meat Puppets</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2h9yQhKyqOMex3QFMVeq7F</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11207">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bQs23jUnpzoeNdnndQ8gE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/960407c899e84814574b612545642c30f33de35d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Disco Tex &amp; His Sex-O-Lettes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">241</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1305">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'modern country rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb6056fdeb6a6820e2a2fdd0c773cf0ce1e5551d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Pinson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2102</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25naJrFZN5yogpY4K3bV0f</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/118">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IvkS5MXK0vPGnwyJsrEyV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f052d17f87d18447b42ddf9c31b8721461c30d44</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2159060</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Church</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10550">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MtmtQbk7jz7LLOFU3utKf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3230207c1a88d4844354f6c35b8ce7435711d580</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Telly Savalas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">701</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11393">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Play-N-Skillz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13429</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/383472dd7800da19d37572c0330ac1f1447646be</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MP4jhYmFEgb0AtiOkw55s</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2939">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Pierce</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NkGtF0xYoFXUFDOOO2Po0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8987">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43ltIj8NRBsmOEjDr5Sk10</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avantgarde metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/172fce80e651fedaad36273be1c587e9e6a42e75</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avantgarde metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51634</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fantomas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/713">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97467afd63b54a8c7b334fc5b12d3b498f3f4c9e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rocko</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'atl trap', 'deep southern trap', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279420</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0T5OJgMVjKIX3b3W3ekqOl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4421">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Tribute Club</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fake</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0STlo1molPNwMNcipxdqzW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fake']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22a5573debed99bc5b8222e9c96988471a19c770</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9653">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angela Winbush</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fda504a6d7b9e58ea42983a948eec3ce66ea5f39</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107172</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EIgKOrzyOQRB3l43EfymN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2335">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35548f7fac00a97bac66425be32a57a22f8b8018</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock', 'dance rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72KyoXzp0NOQij6OcmZUxk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">381420</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midnight Oil</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5025">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3frVgP8vWBbUTULYK4KPBQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young &amp; Restless</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2cc6585b6709f34ac70e66fd829864643940e87</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">402</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7096">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">861245</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'canadian electropop', 'chillwave', 'dance pop', 'dream pop', 'electropop', 'escape room', 'grave wave', 'indie r&amp;b', 'indietronica', 'metropopolis', 'new rave', 'pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d80fc574389731bddc9dbeed7255e7d084803e9c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grimes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">053q0ukIDRgzwTr4vNSwab</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/527">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132118</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hopebeat', 'indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'neo mellow', 'piano rock', 'pop rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hopebeat</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">716ZwtZBmwROBXcFmCzfdM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew McMahon in the Wilderness</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b2f2b3604215514b6bc504b997cde063ff9bd9a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4652">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">781</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa23cdcccab2cebc7cbbdee7b1b1bdcec8d68a32</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BMbiYi3XahOvSkppnMCIO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver Screen Superstars</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1776">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'german techno', 'hip house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46057</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. President</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KBkgunlONG7LPxs93pgpp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae1d50d5cf857f77aa3d5b23d3db041c726e1cd4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/487">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new orleans rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67839</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eUSUma6IbsuvfAs9c0Kti</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new orleans rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Greatness</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6100fb7738f09df716e502534fd32a0a993a251f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4388">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z22vlK4DCgDrQgBEqfc8w</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'post-teen pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52974</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d6a950769d3f5fb2434be5752a475553467dcda</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristinia DeBarge</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3640">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'classic uk pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37017</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mungo Jerry</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mbvqMGpwLsakeH45p1Jrb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6cf68fac3603e806f53ffd36120f1dce9499317</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/770">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Clare</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">627219</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86aebdeb6819da14ad234ad67c142bfb05d455ed</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Tf4EH8tDvznnjULcFxkIl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6903">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115286</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bbloxL2d1IeYwuT2eIgib</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dab89c472a9e620d3489f70ab371ea3b89fa83e9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey Donahew</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2183">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natural Selection</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5V7OAv6vGynTbLAhi2MaRA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/398e99ff1a7fd20eb1450a0980e9b414e2dac688</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3745">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce2983f787c2a6356d70995f630b7e266892257f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36163</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Foundations</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GITZM5LCR2KcdlgEOrNLD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'motown']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8068">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yMGs8CtlMVF7RV2XU539m</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Needham</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'roots worship', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65403</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46112f1688bb284412ae2bf408c03e55f29662b7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1254">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peanut</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b84dc1d4c37a891d354377eaed3e3b8a663aa831</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ePtiHg3lMjWFLlbIKkCRD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11428">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VPr8y4GGZJBtWyaoLdYUT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8824</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allure</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/278e37da161c598989ba866fd21d76778694d7df</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9498">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rampage</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86f806fdce8dabc6efb7bf73ee901d8a82a0b0ae</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3876</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6edzoyx2aOvZpdFeCCWU1t</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2512">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VIoWte1HPDbZ2WqHd2La7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Turtles</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253171</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1065764f6bfae289f03651c9927dbd84eabae766</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'psychedelic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8505">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11057</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian indie</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ce9d1d8654b9378ef49b85993b25a879e179326</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Derek Webb</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian indie', 'roots worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YPUYmSXbes3Y0SWEAkp3F</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1029">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'british soul', 'dance pop', 'europop', 'pop', 'post-teen pop', 'talent show', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1882176</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lKZWd6HiSCLfnDGrq9RAm</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00edc3117a942b34040046a637202d409aed3305</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leona Lewis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4988">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f03c1877f4703ec84a4d01e4b7559d4cf844088</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HWVWTbgJBXqBX6Jd4AvzJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fred Schneider</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">786</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/942">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/947db18f7217a5e2f5334b624801ecbe4b17dfc4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kobe Honeycutt</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JvIgRftY6CoKCwDpgZ4I1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1174">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">795172</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dixie Chicks</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25IG9fa7cbdmCIy3OnuH57</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efe2d855a9fb185e0785aafa3adba08e66ed974c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2689">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janey Street</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iZVP8849jkeOWeseQZ4i5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afdc5778912af6db19a6c72c52db13679d938cbb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1184">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90fade273f93f40b939dfad8cf6f3d0553fc0e6e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YcBF2ttyueytpXtEzn1Za</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Incubus</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1939491</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'funk rock', 'modern rock', 'nu metal', 'pop rock', 'post-grunge', 'rap rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/867">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lU0CjDSvpTQvd8TPdW42D</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bono &amp; The Edge</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">636</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7235">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18Zv2g2vUcEGqJf6WnjfXN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandon Flowers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/128ba7a16915a8e44d47cea57606d102f5b27b27</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'vegas indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305753</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11406">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1923</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddfa5b34a10cd3d30825b47f8bd3e6a9b5411385</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PJnn4tJWudLd15ps3QbW6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chyna Whyte</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3179">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a94fb066d16bf8bafed754f62c5b746357b661e6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bread</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'country rock', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">551030</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70ZTdbPEcEugBNay4MvxfL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/500">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IcGbIAgdns0R5EJKHMjCQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171039</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30fd3e728b3d760f57a8d0402c86a7820b0e9638</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LOCASH</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'country rap', 'country road', 'modern country rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9354">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rah Digga</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uT0jnwsq3AifrLorG4UDt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'hip pop', 'new jersey rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3462dd421f1459e08ea7fedd645de9005eb23a5a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15618</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5489">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vicki Sue Robinson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5875</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25pwh5JrKHzLv2FTPSvoqa</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/690f72eee026522d795961d53ce50e647ee04649</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/217">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'dance pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a580caac49e1a4bb4eadc909dbfc08cf7959089</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2448645</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZS223C6JyBfXasXxrRqOk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jhene Aiko</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10584">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Banks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1139</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pcBYlS4js6fFBbPw4XQ9q</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f795062890cb8457496b17bf4b499c1ff414ddba</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5194">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5eb859cc1d8371c9b7ec919aa3703a027fad341</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JQ8xWhz5CBAeH8XyTtqRJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maureen Steele</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11186">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">H.Nakamura</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10rNXvDm1taanVPkHd2hNo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11018">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/332cb5457f0e5e61ad91126697b31125e3c4c5f1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">446</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chicago Bossa</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mw59tYD916iFX1xZvmdeJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9765">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/276b7c399241b13003d130fda4ade9dc9735046b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225KuzHvnhGPYfqyGZnPaF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Choristers Of Liverpool Cathedral</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8369">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LO0LpOt7TkVvxKvDA8nqL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monia Liter Orchestra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7388">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZWQOiDsRVjQXoSljCxraD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24976</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98da0b91a197463f9f90dab599239c41e6d973dd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nehruviandoom</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10611">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Almanac</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Fq8w3fXNenDoN8ARjsymD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c9b1c3945712c06b5b3db6e58c4155e6a01948d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7520">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5860</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pxX8ODU4RlnXmcyjPIPcp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic alternative', 'pop emo', 'slayer']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00bb5337eaac2e863c1e839c827695049fd2aaa1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stars In Stereo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic alternative</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4383">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f6ba475484ce95b8a3560305e139a47d83bd607</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Country Dance Kings</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RiRre21nZFeNHcmgI5VLg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13446</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/595">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99601</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A-Trak</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4f74cb677d168c8f06806ad9f59ac95e94a6845</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian electronic', 'edm', 'electro house', 'electronic trap', 'turntablism']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TaUSUXn41GixL7zbvrIDt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian electronic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2020">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4014e4323f08d1a32d63c69f15230ad69a8099d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34EP7KEpOjXcM2TCat1ISk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wu-Tang Clan</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1400483</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8253">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mJucMwGjnCatEdVk9eedj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scandipop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Alexander</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scandipop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1157098ccd483e36e1cbd749efc8f7fa393cd1ea</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2634</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10638">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'folk', 'folk rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20143</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Paxton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55kipiKplrHBCZN6L1gtrv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e26be573dfaa4483c9d9379b14be391d8edf0d6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1095">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dwele</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7u6LfVyYpEzMpHLL7jTyvU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159128</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa89f602bf1630354e7e43a977492634e1f77814</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo r&amp;b', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8724">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlotte Sometimes</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4488</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cddmXsTEAguEoWtO5g07c</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8561f57a8473e4b34630b20b1d4bbadcb221579d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'folk-pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2074">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232397</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4 Non Blondes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cd1494789e29fbc85793f633def0ff7915c5872</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Je74SitssvJg1w4Ra2EK7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7297">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vjCIhbLklvyaDBgCcpH57</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fences</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/994c105b24bc3fd24b150e0b3a5a08e8d6f57fc0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40188</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10962">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82154d5e46d94bc6ff6ee07b06e5ca72f868e1f8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5893</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Limeliters</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'traditional folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08Zx5pufnilNAjm28CauiH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/473">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e1b6c60937c7643441b39dbbebde8e0634e5d63</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3050</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VZY0nxYMSNotbS7WjNVQy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nyla</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6272">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KjuI3MbOTaBH29yju4Lr4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3241</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59faa8a09e0d0b57e801a75bf87d6d19798131bf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Scott</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'deep adult standards']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1863">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3F2OLfXfvIqLdvbKfrszlq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Men of Vizion</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12752</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ceda5a833f2a33b893ff8633e5e78fb856bf48b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5773">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'free improvisation', 'free jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01f6fb02c824b9c39d8014c27e73116a544e418b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LTIwNcvI31Zf5wwFVRHyu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14677</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Art Ensemble Of Chicago</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8951">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dw20y4c03uTJPC7rKoDtS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Institute</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d09911694adc631f6bc2b3952e784af3c0f53294</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6597</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11354">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Illusion</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0038f8c3e44449e4ebf5027c6e80665ef5fc219a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4c9mWc787pSbz5Kr0PAFxw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4790">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2836</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Puff Johnson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tZuiycQazMlEVhiPXuKLk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc73789ec2b8ddc78fdfa6470b8e1413353ec923</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4723">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tUGlReCZRMoRgl0IS79i3</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'eurodance', 'europop', 'hip house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3de701a467c77be8a3d030e14ff22da5f7fe6f3e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">No Mercy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20731</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5952">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22308</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb76a42d736645df1fd87f88e9dc57297a181698</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lalo Schifrin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'latin classical', 'latin soundtrack', 'lounge', 'theme']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39iHRO9MH9To3gjW7wqaW1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8908">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['video game music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colin O'Malley</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae5fe7f1a81716b93654e5722aca1ff19f2b63e6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">video game music</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03PVLJvS8RFC7wcxOBmXBp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">643</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7948">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134987</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'melodic hardcore']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Basement</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c67c04196ad6326e766e85ca10068b281e0f9ef6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DUQBYAyOTZotSEdKhaf6c</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6488">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d068e6bcfa13d8901211bf8c872de5b9d633fe84</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YZOQlBE1v44RxPEAVSdVR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Myles Kennedy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67517</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2519">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Georgio</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oWAn5WwtqDPG60T5tIJOo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cce85b7ba8facdc7bfbb6d1ceb15299436c4b203</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4587">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarina Paris</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41gheHlTde3shn2kiwndm7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1915</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a85b948ccdf57f562482eb10cd752b92ceb84288</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4659">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14217</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84410da6e77fa45ab3535b42ae5c174c66307562</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gnw22IQzAxBO1nZWLv67M</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'roots americana', 'texas country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DERYL DODD</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5474">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['screamo punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">screamo punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1927</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b37bb6c85f7c137a546e28d77d3ad08f106adb89</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29r633A8MJhwlkoljEf1L0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Belle Epoque</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11453">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57302401dd16e434c8f9d206774e9ba197a31b2d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Canaan Smith</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192524</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0q2lY1ZzFckzciuoMtUvck</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2371">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0fad7079bf6267a31ead3dd5b763db8d18f55c0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142319</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wM29TDTr3HI0qFY3KoSFG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Indigo Girls</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6695">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hOGhpa8RMSuDOWntGIAJt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40e9501a1ad0bfccf33283ffece9fcf2360dc464</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A R I Z O N A</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245483</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie poptimism', 'modern rock', 'pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4961">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep groove house</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3530</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39oQK5CtIHrU6EuaWtJpnU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ku De Ta</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep groove house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b366c59b294783d0cbd7f9b17fdc3ff658d5eb4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3343">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Srrano</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LDg2QI46a3N6HMb8tV4Oi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/715">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wanted</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac3995e49a3f4d6922990776235e4aabd4c751ce</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1842898</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NhdGz9EDv2FeUw6udu2g1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/930">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aeeccf0926629592a122a6df1a1018dba80976c0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'dancehall', 'reggae fusion']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JX4h8xm0hNxCB0aNBWzyi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gyptian</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">316390</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8513">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Earl</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6689</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/556cdc3fb522d3a3e6e30e758194e9410d64dc8f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51P4Dbg6whYIZ0WexxVUqX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3887">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63555</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic girl group', 'folk rock', 'motown', 'rock-and-roll']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf28596cedb04fd25304c2bd335c7f91cebffcb0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08b2PA6eFyugsWAk41eQKZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lesley Gore</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5040">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LbJq0qQ5XCk2ocAPfRxJz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12203</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">McAuley Schenker Group</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german hard rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/277a981041ba13e8ff032a114ac9327d69dea9fc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german hard rock', 'glam metal', 'hard rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2242">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cartouche</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1268</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5be432ffb440b578d02edc0638b6325ace0bb2e9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mNWpcb1QSjKiajhbsYKF0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7506">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JVShmAauuaq861DoM5rP6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5502be11cd9af8b9fd3b7b12ecb9cb1a70f6454e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'post-post-hardcore', 'post-screamo', 'screamo', 'trancecore']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dead Rabbitts</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22011</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9229">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark trap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ZillaKami</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de5c8f014429b631cd8a50ce1507885cbe52a4a3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4G1zP5i0r57g1c1CxrPhfM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63984</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11269">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big D</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a2TTT8yA6ffsrAyNRUoGg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1552">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['old school hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Kool</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3fcc2f7b94e282b51f7a16ba38dee88d288405a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SWGyp2nxNSyQkRX1eqoUp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">old school hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20164</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10202">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ecclesia Ano</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NOoCUfb29NnLsSvRrlIOt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5325">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4f857cdfd256c3d6f4de51ac4e8cbe9031237d8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11X3Qdb8yMDBJR6sEjH37F</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max Werner</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6752">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conor Oberst</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107908</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Z7gV3uEh1ckIaBzTUCE6R</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/faa1b8b94bd16725121d18bcb7bfc3c675b7ecbc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'melancholia', 'modern rock', 'omaha indie', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7546">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">moe.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZfHMUPrxoZNDTBPHmmdhj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/926142a93f30573dab9a9fb39458dc74af67d51b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'progressive bluegrass']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77904</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7848">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['punk', 'ska', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192508</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OKOTYGoCE2buxTYMegJp7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">punk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/083260e6da182d52f9e1b2f45c54848c365fd256</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Streetlight Manifesto</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9970">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ahlwhwCBtwhSeDO5vYMh5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic rock', 'new wave']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10444</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flesh For Lulu</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e407603ab14a4ed035a38e0e779341d2d0aeddfd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7750">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wdvERzX4CUCOXu6hSS95x</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalia Kills</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36e2d1e085dd9e38f588d78e5981d5898872b6c1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238910</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'electropop', 'pop', 'post-teen pop', 'strut', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5061">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DlOvY3hJQtlEyNlet9iH5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Sadler</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7010">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dDkI5AhrJqZuft1mVefDJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d56a28a1f735fca8d164cde5e7cdb58e1d00a87</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RDEYEGIRL</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2891</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9396">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Uhcb4YBtQmZJKL3jBpPX4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3485</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-rockabilly', 'rockabilly']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ca6c1db53d35c625b54f6ec680c3ababe74771d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-rockabilly</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deke Dickerson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2342">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">825</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b130d8444c3cf6f26234e83f2b5fe90faebb062</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Wb1iP9BzMJyjm5nXtBUFP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Damian</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2494">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ioCVuqjcRCoQPhEYY0kmg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">474</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha Davis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/141837484418f5fe6a245eb9a3d599c8556e4a2d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6165">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d47f679cc9783d191560b7e33caa26bd35a63d50</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Searchers Featuring Mike Pender</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rIGUXMZuifyNqaqj3NQdM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7518">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/230fa01e3654ec8057b944877084dbaf175916f9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36028</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'bebop', 'contemporary jazz', 'contemporary post-bop', 'cool jazz', 'jazz', 'jazz double bass', 'jazz fusion', 'vocal jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Haden</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Pqc0ZFA20Y9zGJZ3ojUin</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11381">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amil</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11331</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b8ca850e961b317dca1c2d0c802894da0acca48</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NzM38IkXdbQsQ4qW9CG7z</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6316">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rJxl4BLLAaFRSNgAz2hSg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f9780ec18c16b314c1e9f8a84b3b223e64ef1ff</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">retro electro</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Carpenter</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['retro electro']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4239">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Fradiani</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24aea559a371676123740ea4648670c0c7828411</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10406</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">talent show</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YklCNXJmtsiaFPCEjWXut</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['talent show']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1163">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip hop', 'hip pop', 'miami hip hop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ee69e86ee3a92f6c9781b1af4edba934498c219</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XwcepfAsPhrvwziGxhwju</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pretty Ricky</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">796862</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9295">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fredro Starr</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11315</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OsWN8awq2bN7q5upCCgWf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cc173f6987696d056661db86dea7164cf616101</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9155">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taron Egerton</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32208</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb1d9fef66871200d377c3cc2ce0c292dc024894</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nwjcZ87CGNRiO98nFKdOD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7917">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Helmuth Froschauer</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13FXauAHQNzbB4nqWKmtzu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6e58b51c6e7bfb63bb5c5e677a9b685459ea896</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4370">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39a94f38c086212945a9f454b545e5af1879a98a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">322210</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dse9FDodKw65ZQoLjE5F1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Jonas &amp; The Administration</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3922">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10093</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qnb4cn5aykCACoyuCirGg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat', 'sunshine pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d61e10540301ee18f4cbde0a18725a73c34ce9d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cyrkle</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8572">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20368354dcbc8969aafddd7235f8fd1049a36739</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14ejEUaU0wE2iAenbbv9b8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheek Louch</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92012</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5317">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edf2488a513f3bd4b61f175fa0ed466b59e59b9e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spider</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iJJTRhNgyghT6lXb260jD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8231">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01ca8e9a925c66defbaf51419d869b441d43f768</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5au2vhHl8DViD9PUxUZBTb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'indie folk', 'new americana', 'roots rock', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33713</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Middle Brother</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10195">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">582</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Annie</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cSbUgCYcQ6WmJyVPyruyd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43accfb1202dda27a1112cb2abf11083c9f63497</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1063">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3A5urS1Gh3qwxSvQgCx9ow</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27e696b82dca24bbf7690f46fa19ec65b5fc2dbe</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10399</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lost Trailers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2447">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44364</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1732e22f3bc6eb57bae3666c6b838b6c5bbd7f4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scritti Politti</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59luKpdal8UwxcuLJNoKwS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8174">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33091</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mariachi El Bronx</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SidyBOAgQzRSreRRnsqUb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b8b279c0ec93460cf32d6a43937a1e3145f7c5b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5802">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Mink</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed5ae4e85520550fcaee659ce700093a1da91e45</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hUyd9GtnzL8NysCiaxCcv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3247</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3860">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aVHDjRHRM7dcFkGwahXLG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Hazlewood</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/740bcac0c54e4d8f1ded5c571fb6f927e476b51c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'country rock', 'experimental', 'folk', 'folk rock', 'psychedelic rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26041</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/120">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">YG</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0A0FS04o6zMoto8OKPsDwY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1850716</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54e16374b78169a0dde4a3b240b9e6a1baab8e58</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3920">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZZHB1Xh2PM88QTMiqHB62</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19192</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2704948faa539e47795627354cf0ff860206ec70</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">? &amp; The Mysterians</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5016">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a227c8d7dd849240c5964cffe12d7df2ed171e51</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uqxysZACHU1O1DVGPa8rZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sydney Youngblood</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2932</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4342">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">953</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pxlau9PGA7rC0KhOMsVAx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2edc421d4ed57c2d6d5e44a6afbb0b789495198d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Audio Karaoke</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2101">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e0aaf4e0ce9635c758aed981f018359091ca6c1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Va9LuEmaZxnbk1gMnjMD7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'conscious hip hop', 'hip hop', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98602</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arrested Development</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10260">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Urban Cowboy USA</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5d3g4p2LczDPGgzxuP7v3d</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff45a0cf3c4ab72397c51780e6452e67b3360d55</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3070">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">404</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bthPta1kDQdt8PkJltAUK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fabulous Poodles</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10168">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yiWIM5ZIJflGollwhNo3D</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damn/American</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08944edef8b3b60252250413edde7aa28c0d4597</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8834">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IO0GVa1xjkFMXsg66FiE9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42027</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/276e9729fd56484b931ec4432e7c4341701d0d5f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lumidee</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1970">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mcrZQmgzFGRWf7C0SObou</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Valli &amp; The Four Seasons</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'motown', 'northern soul', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">291662</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3681184cf82ac5fe600f3ecda02bd7b3e14ab33</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8962">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian post-hardcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boys Night Out</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18705</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian post-hardcore', 'dreamo', 'emo', 'pop punk', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c52feb5423a9dc4b5f79810b594483ba6a303d08</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wM8eTlGUeleEqowJc2iiZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9499">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40917</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f20cffea471d4ecb78cbe69964a73446f23025e6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'belgian rock', 'dutch rock', 'lilith']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lO13Grp3I1AsIbcACRWvv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K's Choice</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10762">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e5da9ecc1d5cf6e5ab2a327fd6b457644973edc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Davidson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OVdqJ7ILFYHri7giNJ3qN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10878">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Clayton Powell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f03XAeDAcN62PV1wz2eEd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c002f763ed20e3257193b7fd1829c4b657890497</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7328">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e7d573d5180ea72142cf976ba724fb6914d9dca</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1peH5tSqnYm8W6Bo3I5egE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kat Dahlia</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'miami hip hop', 'pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238890</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10164">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Veer Samarth</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sandalwood']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4y7yOpyqmE7aXMngtperyb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sandalwood</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/292c7200d318e6f10a92ea62c61749f0965c44fb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8955">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aae913e2f5c63f553c7b85c1ba36083a1e8333c0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bled</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EvGuw8fuWFtxhAsBOFTin</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mathcore', 'melodic metalcore', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21069</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mathcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3649">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NFEf9uzYVVWqvwDfD3JsX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Caboose</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10082">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">André Cymone</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Q4CRlCreilk0EN0myk5Jh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9c4b43b8884692162c8127d419f8f2d48945c37</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8246</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2364">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47886</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5e4e1095532a2c5c0c63cf6d0c13e9c5f973478</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zq8pfBl4ejCMrWdeAdphc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Murphy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10097">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd431c06b6997eb9d0aa0ce92d7400db9470b361</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonatan Järpehag</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nOIDTyb3A2nGL8fiqrRLw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10534">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Plus Grandes Stars</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MnhEF2YOuslNz4XK4Woj9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51157fdf3e1e973e547f7f1b0665d1deee9568d7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6848">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'melodic metalcore', 'metalcore', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">343316</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98295b0cd35cd984f7bf3bdf4ec7131b9ae1fd31</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Devil Wears Prada</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NbQe5CNgh4YApOCDuHSjb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1400">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jermaine "JD" Dupri</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B5Rt17EYYcbO0zp6lPKbi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6938">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vSQUyT33qxr1xAX2Tkf3A</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122065</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/656d5c9c57b4015bf9c8a825a8dae42fda7f00ca</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clams Casino</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">experimental hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['experimental hip hop', 'indietronica', 'underground hip hop', 'witch house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10290">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Floyd Cramer</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d02664448c5b8d6ede597cd772f33be4f9afbdc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'lounge', 'nashville sound']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9195</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DQ6mdEhxCgHPqfX1niZZK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8687">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7532cc208d856876f85f7b3397d864d44ac782c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vbtZfRJjn2QLhPhtYpiqi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daron Malakian and Scars On Broadway</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67101</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/864">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'tropical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Omar</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33ScadVnbm2X8kkUqOkC6Z</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/043aa595a838e80632c902d8397cb3232f299566</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3562358</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/636">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369408</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53a09ff296728443edfa9c3a9421a34ce66bf758</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Kp7SzuRuNiPFCy7JIwnLx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ca$h Out</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6235">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/666c3b24a80e1448ad63714683c29a250787b917</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65rTVTVfrZaqKAxS71tc7S</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marvin Gaye and Mary Wells</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9636">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jingle Cats</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/034d15ddbfb7c0a8dce76941f17bb31096bc08ba</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christmas product']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ksOTbTmiFS9vEIpXN9tXb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2130</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christmas product</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4805">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">004SoDJzvraRmrdBFxLjUj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max-A-Million</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1281">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5335404</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eAWCfyUhZtHHtBdNk56l1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap metal', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">System Of A Down</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc1b320bd06c6167997e65fd5e38d35c1a26caf1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10970">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">511</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american modern classical', 'classic soundtrack']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vAxgzC4j1eFGj4hkIEB7x</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american modern classical</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerome Moross</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e803f586b164495692b31e65fa4faf7d16fec49</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7761">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metallic hardcore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a07782b9683d4e9f539a86ae7ec41b534bd70c78</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f02jpHpMcw5hWn29WIC52</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40865</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sworn In</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metallic hardcore', 'nu-metalcore']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2712">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mNnxxnPfHQDOkFjnZmdkc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrice Rushen</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adf5d1d7eaedebc7cd4129118494ac451f48a749</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106491</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5825">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f1afd1f95088987423f462a33b9bd247983c48a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vigù</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5a6kT1pzA20mrvctgELtr3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10279">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/884b3dda104df4f1ad1e7c67377806cb5d985d93</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Invisible Man's Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2k3lgcrKLU6GpEFBm9ueKJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7532">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33165</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'deep christian rock', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carman</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kTcyaSYP5fqlqrNUvxiER</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/082803980eec9e93e420ac626b27b2dbf050989c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3678">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186349</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Haley Reinhart</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/629bbd19d63a3768672296d7eabbf4e8c7b84994</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cKlE8f6b26h61Ml7m052Q</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4726">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country gospel', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/463b91de449a01f34b462ddda33c1323f938f443</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorrie Morgan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0khzcQ6PQU5a6dl1Qss3pt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175899</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5603">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/607abf90cc65e309cf192ec9eedbaaacfe2c58c8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0woZZJmWAIMpDP6kUEiHrR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lana Cantrell</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11436">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sing2Guitar</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RLEevluODNXyRkSZtbQyp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c45e90c13b13f6501ddcc1c43c4d2fed9959961c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2318</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9081">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SALTNPAPER</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['korean pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10ac50a679faf0c75fbfeaf65b5e3d26e4068c8f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PUaWe4blFXeqtc3RCNdjv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10210</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">korean pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/32">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Bunny</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14710766</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton', 'trap latino']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4q3ewBCX7sLwd24euuV69X</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22590f4021a00d1cad0821cc46a54395960342ee</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9327">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62951</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53Z2RNY4OYJ0Galu6AWzxF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'uk worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delirious?</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b7bbe7604e6dda0194a3ad1805220ff1302aaef</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9318">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/552e530e4c2554413a2d6ed3778cb9c0ffbf282d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BH45DVSTeGBvcYXNCd67g</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M.O.P.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146361</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10003">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aero Chord</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'catstep', 'edm', 'tracestep', 'traprun']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88c6b2f261c4cb83b98651a5ff65744043ca248a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166484</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lO3fSdhsdpeOcrbqAJsRU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1946">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2717</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Martin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7063a9a52b74257bebf9b1b047301467fac13127</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pinoy praise</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rH86pdU6LI1atdBNGXftH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pinoy praise']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8218">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2188</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06NImT91wUYvhRqBAYO07m</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Hornsby &amp; The Noisemakers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f53dfe2373bfbe22272776b53876786641d3c43d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9376">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mkI3ZZVNkFFVv5Yo51YeY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Hutchence</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cbe2f768fa09bdafb945b85fb80d64864d8b4a0b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3557</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6077">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NMkJqM1SsQP3gk81cqk6K</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2748</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e654d3352b5acfa2dfddb722ba36d13bb0b81c64</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Strangeloves</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3400">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72175</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69wzuykaVXlRS5KVygESvd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49ba81ceeaae234587ea19569ca48ffc39667e70</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Bare</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8334">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14f1cf4bd0e736e9abf98d7dd06d793dc8866a34</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FSuo59OpaJZKLwp3lgt4D</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4933</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trailer Choir</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'redneck']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9937">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cN5TvotJoRbhYHoCHw8BI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillhop', 'lo-fi beats']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13373</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smoke Trees</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillhop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42703733d03543f42cebabae2d4997cdcbf335df</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2606">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EbExtH0BYdtfhXSAV6ThA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Nicholas Mix</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/896">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">697502</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plain White T's</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop', 'pop punk', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1g1yxsNVPhMUl9GrMjEb2o</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a889bfd56066100596b2f3a42956d8c4dea475c3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4210">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">East &amp; Young</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6987</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KBhxS7BNH6eVsm0Gaz5qP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04fb7dcf699aa18eb5838d71cc06dfad61e67d14</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7211">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'british folk', 'country rock', 'folk', 'folk rock', 'folk-pop', 'lilith', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Thompson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5w75MoT8FfcGOMgjgrj1cz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48483</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b17302fe7b4e6f5476f622d149a3e2088070108</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7662">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6L5kgEyFIlckHbMdRM2KXQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93096</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/901d841944dfd381ac11b84f03ef2943590ca4c9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock', 'gymcore', 'hard alternative', 'post-screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nine Lashes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11246">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">movie tunes</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UdPkKWd8YNR5xGcmqH9QJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Weaver</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['movie tunes']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4195</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1324">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aafc4156598fa9f8f052ec5687e648ba9120f07e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328754</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Jon &amp; The East Side Boyz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ciRvbBIVz9fBoPbtSYq4x</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/161">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f55cab0739390cf3b2c2f773b9c779b2f0ae8a99</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49806724</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eUKZXaKkcviH0Ku9w2n3V</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ed Sheeran</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6664">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d834f61e73a0b6f33f969c2baa5563987994bd1e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111280</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aJSIsbI5wV8aFi2kkFfPi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ZZ Ward</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8352">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starlight Symphony</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edaceda77bf7c4e491a600a2379e397df3c7515d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">075xtg4NIZNHSw3fKWlLwe</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4893">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33778</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Captain Hollywood Project</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'diva house', 'eurodance', 'europop', 'german techno', 'hip house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0ba1616b5223cc4b4365fb697812da1a4c39672</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3El2sJgqTWkg1kkyHHAEu4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5647">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qCiEgzCkpHCpM67VfkbqG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Hampshire</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/471">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110992</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Betty Wright</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1c052baf67063bd9565b61c4a5ec0195ebb49f5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PDqlUGugF5Jt6DZyATvfz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10215">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27378</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2I6nP70ltmOHi6xjJUXHMe</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lena Horne</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d01d911cbb46c27c366be10d6d837123425470c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9831">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'uk reggae']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AcEt9ujUBWQ50cZsaskWo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/148234eff519f321b6cf182003c4001210c505f7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3950</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shinehead</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7352">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk', 'folk-pop', 'indie folk', 'lilith']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21619</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc6c4f672ab826e8c0bf7bd81afed4647dd63ae1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z26dqCz3PySR4G7HWsn93</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Over The Rhine</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1624">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">401999</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ay15wt0QChT4Kapsuw5Jt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/def325e7f9a1649415f560231926d17cfbe1eb64</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clint Black</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8216">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cf212180fe2bea14784c773ba8cdeff94fd32ed</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">926</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ttpZBMSaJ9TjCL37SQDqN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k.d. lang and the Siss Boom Bang</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9747">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2863</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25pr3OydT7O7v6ZOzSXrsE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Village</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0126e926410ca2b637f78267a4acab3c638290e2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1806">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8eeb70d0cfa82777a2dd7a66814e5309de4b318a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aVoqlJOYx31lH1gibGDt3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Babyface</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">567042</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4927">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e45c21c20cccb3c20a51ed06ecf1e511b91499a7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Q4owXd4g9XfHNykUm6GJh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Movement</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3865">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Five Americans</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'freakbeat']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db6f26e6709305aa1d869f4fa95dd2e4a7504265</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4B7Kwlv6J5QpJ44vB6STUF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1819</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4736">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Crouch</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DASyRU6NbWj1kgsphI6f8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5211">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Face To Face</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69744539be3667fe8931bf8aaa64c5ead6329218</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JIbyOYquk6HCD2BCd0D0T</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2530">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0350c454c84f6412f8b906d734c971419f9c440f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues', 'soul blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117946</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Cray</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eMlKSBFAoXVJLoeHmwKEj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2893">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leif Garrett</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/358392c7e73089c6ce320987d51f73ffa375fc3c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MyNAoQL07EABerr6yhoT4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11319</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6127">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kVx0f62SrfKxKIzXJtTUf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37929eeadc0c70a24733dae5e16ff683a449ad11</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6686</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathy Kirby</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'merseybeat', 'rock-and-roll']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1978">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e6a5f0ea60ffb1737da92571f7413d826f7b884</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">624304</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7A9yZMTrFZcgEWAX2kBfK6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Huey Lewis &amp; The News</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'dance rock', 'folk rock', 'mellow gold', 'new wave pop', 'pop rock', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2202">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ohlPA8dRBtCf92zaZCaaB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crowded House</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock', 'dance rock', 'mellow gold', 'permanent wave', 'pop rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1817e2f87835791f816710d2a2eda7e77c1072c0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">406864</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5368">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucía Suárez</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VfnpJQ8thknXmCsCxvTy8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6797">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cmWgDlu9CwTgxPhf403hb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">916256</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'electronic', 'indietronica', 'jazztronica', 'ninja', 'nu jazz', 'trip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonobo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9980345ee1032ec9318626639e01246a39883f32</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3268">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57912e095e4bb52389c7a17eeb164f25c7dfc25d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'glam rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dS8rLINyM7EYuMXryXJym</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12226</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Harley</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9507">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24840</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DS0TGQThT1YDO41N3viID</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bedd2c0580b9ef3fd48b9c35699535154a095997</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Sharp</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8051">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72BTmmAO3QfETWlFjwjfJ1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76c19c7f5bca8e99252e5d5194d6623fa193f187</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29119</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Human Nature</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock', 'boy band']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11305">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Tigger</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ah0bKZcvxwMpN0Ygl1qTJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5784">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DCnwoFMqGN6eZULdcLZeL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57646</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic garage rock', 'classic rock', 'country rock', 'folk rock', 'freakbeat', 'psychedelic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fce71305ebe23822f19a5e1613b1cb224912439</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quicksilver Messenger Service</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5357">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goodman</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KbT65bEjMTsMndf189Lq6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/512f139c843c4540e0fb2a39a1988ac734b616ed</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8534">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Alchemist</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eVyjRhzZKke2KFYTcDkeu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'hardcore hip hop', 'hip hop', 'southern hip hop', 'underground hip hop', 'west coast rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117264</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a0d2c9a5bb08a3fd8e6ad457014022cb232525b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2908">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lUcc15t11bnaPr2qOuFs2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Graham</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8022d2386162714d214ff9317e57e9eca8c9f73</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26675</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1037">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZwdS5xdxEREPySFridCfh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Pac</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6761285</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdb2382075f400ca2f2fbddaebb93add82ca8f32</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5961">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4558X8UitdSN8aNHiF1Q99</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manny Kellem and His Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18b785a91a9374d1f760160a3bab9d6b28671fb9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2479">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38f548be383c85e312b12491bd08b45c5fc6f241</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miami Sound Machine</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91572</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18xgcedCGxFbqLbIQn5R8F</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11097">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cwza2NZPQtmTcXotvpwWq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Micaela Diamond</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/956">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xU878Z1QtBldR7ru9owdU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1496431</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phoenix</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4547d3204aad5959d55d8cc73ddcedfef4865671</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8230">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Bjorn and John</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6u11Qbko2N2hP4lTBYjX86</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'baroque pop', 'dance-punk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'swedish alternative rock', 'swedish indie pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ac0069e025d559e9c0d8e22fd20825b7bdc052c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253914</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5358">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55xW9cf99N1oy5Q2loZo9I</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brown</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c30a5290e1dd162edefec47064e99de4b44c05e3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10986">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3194</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9cfe33f3aa62971e1270e432847848ac8e65eaf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uHivHZ0fLfvwPL1UgkpMU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Annette Funicello</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3722">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clarence Reid</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ffe0fd9edae342361eb4d08fac12c7c887e5ff8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove', 'traditional soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kVUxIDOOo663d1gr3dVZo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2962</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5975">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sally Field</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BAViIDrv6OSwJyc4XaspY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29c722a6323e047aa31847011b04a306dddc1cf3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7061">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b32e98c2d217e1b1bd20167994313243632c2008</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Jrxnp0JgqmeUX1veU591p</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'dance-punk', 'electropop', 'escape room', 'folk-pop', 'indie pop', 'indietronica', 'new rave']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">497611</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Santigold</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8126">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shelby Lynne</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xx17YXYvPl9PBx6Jzalk4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef292502bcd2f311d8d7ef26b87d5c55b90adcb5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'lilith', 'new wave pop', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25837</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8557">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OUvZzCCAqC8SovTJ8wYWp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neal E. Boyd</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6fc6029c736506e6b31bbd2479242aae408ad37</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/50">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul McCartney</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'folk rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2386844</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4STHEaNw4mPZ2tzheohgXB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e9e61aa45f32c8d6c35a7e407d50ce1256df210</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/277">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CCwRZC6euC8Odo6y9X8jr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rita Ora</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4443630c26eb4a4bda8316c027635808fe00a3cc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4727608</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3910">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sagittarius</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1678</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77dcee16b1fae8a711772219f291b4d51ddf82ba</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2G0qagNyJSe7wZLJCKdfFA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/407">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tQx1LPXbsYjE9VwN1Peaa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'indie poptimism', 'pop', 'pop rap', 'post-teen pop', 'rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc E. Bassy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">249421</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffa223d9d125e1a731364e3fb95d00d8c907120a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3020">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sugarhill Gang</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150455</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'funk', 'hip hop', 'hip house', 'new jersey rap', 'old school hip hop', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84503403de5be5f9805fca3e31535d65a4087ae8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zliF6Q946WznVk3ZMYhZX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2559">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2f9ZiYA2ic1r1voObUimdd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/baf6d631534e8e6788471280f3447f0b7fe0ee54</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace Jones</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137304</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'dance rock', 'disco', 'new romantic', 'new wave', 'new wave pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9426">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cyberpunk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c588557df6c8445dbfbed42da3ee87ab013e8ff6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cyberpunk', 'new age']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4P70aqttdpJ9vuYFDmf7f6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278528</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vangelis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9570">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'funk rock', 'ska', 'ska punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e048ba0356fb18483f56ea40108ee16ca32ef6f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fishbone</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2X3pNc13eRGofTO9Yt3sMi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48043</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7356">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deerhoof</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AZwAitWq1KcFoIJhRWb6V</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6960c77dfed072a2ec389531ac0b475c00751233</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54218</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'experimental pop', 'experimental rock', 'freak folk', 'garage psych', 'noise pop', 'noise rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10378">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1052c6690062dc1ad53d8562b37cc48df06e2c46</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'europop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120317</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Demis Roussos</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0J9mbwg4BquN4XlHzdMK3X</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5338">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Fox</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b0270975ee61584ed5b530f76a14181ee7f5b7c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XA4LLL4CW8h4VWRY1EVbB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">492</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9445">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7885</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AAfOtcrctNWvDpe2AKB1M</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3df8230f7bd0ad022d1b3a298eb978648b79a99f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Indo G</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11196">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">994</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7328bf73e9e4df491481bf1049716805dd00c14e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neal Hefti</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'space age pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IjVHk8Mo8GBMKyHnwmth8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fd538c4aa21542d840e17773e6c8802196d1c4d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metropopolis', 'modern rock', 'pop', 'tropical house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3776115</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EQ0qTo7fWT7DPxmxtSYEc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metropopolis</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bastille</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9148">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45103</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42qLC3FgtazA9AvaIoiP62</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk garage</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9378b4d236319b5983eb3733e36109113b8c1e30</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk garage']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ms. Dynamite</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1648">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wVllS5itPK6rpHwfvNce4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silk</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'boy band', 'dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db149fe8b37c9d00acaf4c44f0862e8b79e817f5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">579354</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9092">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aed256d7a4fadcc7c1c678edc644b24066330d41</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nknNvBnnpdJSpH8iDIaRr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundtrack of a Summer</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10585">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">476</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Earl Scruggs Revue</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1X0a8cQLZEZCVM0K4bLK9o</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e586efc1178461dc1d0c75521f3b47d624a92dc2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5144">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d83305c8df5ca0bd73ea6f14797bf9ae574807e7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eQZfngcruiYmmuk6K50Zo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Bronco</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3850">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JJQnWXsIpAKIvcWJGUtfg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Fred and His Playboy Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05a27e86904290d8046ecc73301de0b4f6a65388</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5363">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wNX7r7t4Vaahrx9XzyYIY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/445a33b4ba4c732800b3b56a68e6105182e9f7a7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace Slick</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12477</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9162">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LGh5vyaoQP9bgTwLSMTyW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk carioca</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1155409</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a64978418aa2ea178b6f434ad4efe14e631621eb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk carioca', 'sertanejo pop', 'sertanejo universitario']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thiago Brava</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6339">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hAd6zwEgt9ILuMDY1prcI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131980</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f967d3673a47b2f8fc3f472e9c1c3c09480ef784</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'modern rock', 'pop punk', 'vegas indie']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Palaye Royale</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/778">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Cudi</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fA0VVWsXO9YnASrzqfmYu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e69bd60976fd81d1368adc34423c691d86f92e0d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3205341</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3889">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep funk', 'instrumental funk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1089</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6R8Xep48pgKRWzTBchSwO9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey &amp; The Soul Generation</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caef17c3d787f6b2b449776576413a56ffa4228b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2005">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1676</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Master Ace</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZhH7S3zJIy2cTb8rFPJEz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6633">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126315</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d34cb8d1903094a17b86d743f5d7bfe6329939a8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'naija worship', 'praise']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22JNV0JWTJkY1qzKJhxdRe</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Greene</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11416">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3202ed7c720a8ff9f753da12110ed21ea5a7903</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KsUDu9HhrShGyOxPjuyB1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Frank</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11383">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian house</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandeville</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cbfa8582a5205992c9fbc91d90030cf075165a4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">857</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2l3hKaFThCf5oYsFUv25RH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7951">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00sAT5YX8W3xNd1EuqyHw9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dada Life</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afa5e4d3d4a5f863c63138689957c6fc9afc63fe</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">374269</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'complextro', 'dance pop', 'deep big room', 'edm', 'electro house', 'progressive electro house', 'progressive house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8093">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60101</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'easycore', 'emo', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fyHpJg1xW8OZqPyzmQv2C</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a120e3358f2d03b7587c092d45c963d36b972e00</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hit The Lights</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4009">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JOrtaVhOgVnP7nzw6KVLz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d789469c36833da0a0f6edccec302a37796e0914</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blaskapelle', 'volksmusik']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blaskapelle</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ernst Mosch und seine Original Egerländer Musikanten</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7742</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9571">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b051f6030112ccb57bbfffca14d15d77828b84af</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7083</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smoothe Da Hustler</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tvXjGaccPMuU2XHcbjl0d</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7633">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146817</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efbdceac8214c7a733a44dfd00c73a0f2522c87e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BSXtdFlVDUOS6g1T3tmME</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Are The In Crowd</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10408">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i1s9WcIu0PrUvHzALgofo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">653916</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'mpb', 'pagode', 'samba']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7a53ae14d0fde3e5f00885eb2c20905d50ba7c3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seu Jorge</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1510">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mystikal</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">315454</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99443414f1603cb47d783e1974148f3cb1de6f62</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LIJJJkO7R5RasRwt7xIn5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'new orleans rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7858">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'la indie', 'lilith', 'modern rock', 'pop rock', 'singer-songwriter', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139640</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rilo Kiley</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/241e5f4096e2c55e5ef9cfb4020772b8d6381eea</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cevwbv7ISD92VMNLYLHZA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2965">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jrgftS3TYbNxcPt5itKhz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19046</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd92039e46c27141172de070dc596470badc756c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbie Dupree</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9502">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126206</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UGMQyNcbGHYg5CDMKkSw3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Az Yet</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d33201211deefd879d7445ebff54cb629e4c3e37</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7723">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3433</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nick Hexum Quintet</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5c4f2b38aaa2718199f2070da810e5e7e9fdf7f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qUgtUPLl9HM3UHM58yeqM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11262">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop', 'show tunes']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42c982b2790c5af5346e0066a019f233944cf1c3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MISUlPFrBMRlIcazbEOUI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23556</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Ball</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1760">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mic Geronimo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6789a3998cdbd16669a6851369c8e587dc62c0a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17951</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nLE33yBJ82QPWzvvqv7rE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10870">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Lullabies Star</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2df1061b88a5076c4414cbf845eea6381272151</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sg5kpYxqmM9Sz00vH89xz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11348">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/268920aedf198a51c820faf0097cf79d6db9d041</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HBi6ycIZDI7zvTjPzR7y7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brad Allen Williams</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6620">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e44a8273483515b717d18fb5252921f4203d620</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'modern alternative rock', 'modern rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469071</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kDGbuxWknIKx4FlgWxiSp</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nothing But Thieves</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6951">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'naija worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Murphy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100257</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FQJqgKQDNLWfeLBQoQLmD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b5d8b85b2f492ddae2459c7ea2e5d0d19439561</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8411">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305920</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/980b6c7d05c2f8f661853f4fccc7580ebf891820</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'electropop', 'folk-pop', 'lilith', 'piano rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vBKu1igxFo6g1sHADkIdg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Nash</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4917">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a338d40bf37101a99db75fd65be75f5767ff3b8a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alpha Team</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41vTbWnX2HzE7adssEER9I</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7918">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reinhard Peters</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03MN6AwQCCVC6P3JdQwyRh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cc99651c21345914a7bb865365afd12fad32480</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2891">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/043278b1974eeb2b12bff7f5fb0d0fcc9072cbc5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kano</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24DinDXSaOyHPz3JhdL9Qb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3603</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian disco', 'post-disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6703">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">593200</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8374f38d417854a07dc1db8b577e0c16ada421a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OpWIlokQeE7BNQMhuu2Nx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colt Ford</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country rap', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11251">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Louis Walker</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MPJKwuEzyWgfueKrogllD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23233</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e97956c6ee646c10609c057c85195b299409e69</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9771">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5900</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Dog</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a19dfbb8bb9bfcb486ae83ccddede697223df6a3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aBmASYphRgGqvYlaZaL3G</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6259">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7A6VK9tgegVrrYd4anKQvK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Drew-Vels</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8782">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spill Canvas</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4W8SeWrRZUburGZyp5JwYj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80613</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ba9ae20b206b75982450912957005b56d41208c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'neon pop punk', 'pop emo', 'pop punk', 'south dakota indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6625">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'modern rock', 'neo mellow', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82e0135c52978f4d54e8ddf7275cbe97b5831142</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iron &amp; Wine</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">799203</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M5nCE77Qaxayuhp3fVn4V</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7721">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0997e6351ea44695dcbbcd82af61435e975fa0e8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125012</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FxuPrpa8phaP3Xn73emhT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'deep new americana', 'folk-pop', 'indie folk', 'jam band', 'modern blues', 'new americana', 'progressive bluegrass', 'roots rock', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wood Brothers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3898">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Bartley</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wHgGlxqGtabkxIKDu1gvK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/185">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NdeV5rLm47xAvogXrYhJX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3933648</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'pop', 'pop rap', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50b2efea0870ebe54f7d8c34bf2673be4f8a4ca6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ciara</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11245">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice Bowie</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tV9mbi2E0rUMcyFwfO42O</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5149">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6db347be2bd351c25d1e8b0e93f9bade70e96a1c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2p3h5qulvUlIXDqK2pqpxw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1387</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Far Corporation</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7684">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sky Ferreira</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'candy pop', 'dance pop', 'electropop', 'escape room', 'folk-pop', 'indietronica', 'la indie', 'metropopolis', 'neo-synthpop', 'new rave', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a32b57e0deca1ed3926585036dd2ed88565ade0f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pyhre5oEEFMqcgMEvJY7q</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">330706</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4000">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158643</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c06b9e6723a6ec5be9ac73454ef807e3e3e1f27f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british blues', 'british invasion', 'bubblegum pop', 'classic rock', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5670CyWrIOA7702gNjsGMZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manfred Mann</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3900">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Orbison</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fprDBeCKrHSz3TZDiML9a</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/579">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo r&amp;b', 'neo soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146638</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jCbgl5Dmt3uOh8WRQfpPs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ecd726478e7dd6d5316a78005a49213bfcc13b6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bilal</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1465">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'canadian rock', 'nu metal', 'pop rock', 'post-grunge', 'wrestling']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196940</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Our Lady Peace</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lqW59DUEKqvcHc8mVWBtH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/859132f5bfaf673e0ac5df1acb2132b27c272fb3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8135">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock', 'modern rock', 'scottish indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84369</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Were Promised Jetpacks</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ed877559f6cbdd0b3d2b6d074365c346198f64a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gnrmLahFhVXRI9DA1MImH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4553">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D/O</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">512aANbakY9mEaeyKucQur</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d16b211b899bf28064fdf55f5fdef8632f77c5e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4018">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r0O4LLn9wHEuYxKmGzUB5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb32e889a3bbf74fb69317f7b97d52a9a74cc8ad</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['military cadence']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">military cadence</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2449</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sgt. Barry Sadler</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3358">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125423</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wbrRIw2po5DV4LeaHw55S</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dells</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'disco', 'doo-wop', 'funk', 'motown', 'quiet storm', 'rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f8d60f24089621efeb7dc2cd9c6760581a654a3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5172">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6780</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greg Kihn</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c12d8808f95fdfd95d51866456c1103fa622a086</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6blEa10uJRGghKPkXc8sAy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3556">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22WZ7M8sxp5THdruNY3gXt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Doors</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8c3d75acf2d800defb05b8515445e6d064c97d5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'piano rock', 'psychedelic rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4191085</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7018">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sJ9LR0mCMgFlzJ6Y9xP64</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e3814bffdb21df61fc2e17d16bdce7816560c72</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Harper And The Innocent Criminals</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71619</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5793">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BufIg68WvvzrEqoDI19Kl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3832</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b896caf5011795d1531aae7661e1a91558414ec1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jazz Crusaders</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2626">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12ae259fa751763ac62de1560c459a1fc180db7c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eugene Wilde</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RrDVgg5a8CuIshK0Wnpjv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10753</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2438">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85778</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zpPKMhpOoG646kJgZ7RKf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc80c124e4e4b300d96a9c1aa25f7b86a80db78d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Hates Jazz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8946">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mest</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46417</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ToMIJExb7R5Klsff81NsK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/383839ca5c4426669aa756e4f6ef65c3afc2ddae</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'skate punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6006">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cde8be2520d9b6d6dc1131d32016cebf5730eb34</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Parade</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lnTnt0IcCHD7I1HXvLMhD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8140">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Girls</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'chillwave', 'freak folk', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'lo-fi', 'modern rock', 'noise pop', 'nu gaze']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e142cfa0a151fc9b0113aaa602b2af6295efa80a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eO95BjZhrWHREMfwC4vVN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86756</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3425">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4frDtYgwXXKkbyQzjOmJG5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Crypt-Kickers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64bb7c2836306a9bade5bd4d6d042a2e079b16ff</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">513</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2186">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2044410</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'rock', 'sleaze rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82e32119f6232816abbf017a4bbb5481c5cb9d44</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mötley Crüe</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cc6vw3VN8YlIcvr1v7tBL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1849">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f43322b89e08ef8380f28c5eac193d1a5864c2f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Del Rio</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25113</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JXn03fudjyRkQ1Ye9f5rk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6968">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13605</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5c2b31c2b9abc54ad116254e89a2ff079fcb159</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08qaG5crPMPF7i0h2wORk5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drew Baldridge</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7706">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dayshell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4513c6177e7ad63ece53b584517977b1986970e4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'nu-metalcore', 'post-screamo', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28161</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yextvMjXxQXzyQkyS1jYX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4372">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86979</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electronic rock', 'electropop', 'indietronica']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shiny Toy Guns</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fda38920840919fea511221c22fb82a73b2b0bc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UocZe4AprSYBvmn3J0oqY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2818">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Supertramp</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1333341</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'folk rock', 'glam rock', 'mellow gold', 'piano rock', 'progressive rock', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JsMj0DEzyWc0VDlHuy9Bx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eebed895cad509b17c7c6faf47f21f1fc35e8829</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10425">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dmcblue</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lpRO1LVg8gn9ClnCC3Si5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86a4a810e807ca81316ab5e43dbccc13a77629b2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7979">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43564</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'outlaw country', 'red dirt', 'roots americana', 'roots rock', 'texas country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Knight</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b69d3177a6b7a163ddb6bd40ac9ac4a4281597a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XJzOLYV2mF5K2JfUhJEK0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7314">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bSfBBCxY8QAk4Pifveisz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eea0929f75512bad2bc96549d27354c534ffc265</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2585599</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Arrolladora Banda El Limón De Rene Camacho</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6126">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HWsf577KqaPhXyBFzei7L</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5776</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33e27f5762482fcc7f2a66e64640482c788ca851</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doo-wop', 'rhythm and blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doo-wop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jive Five</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4990">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/808f9c88e9b1db8e9ef794fad83791f2bbccee48</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">397f86EukZ0rjnR5FWq0HQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17328</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brazilian Lounge Project</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10928">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66Pq6HMX0YqsJgtUZrFwmo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Connie Smith</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/057df358be7b37c8794401a2d80e45a47d46852d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29936</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2233">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'neo classical metal', 'progressive metal', 'rock', 'speed metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307529</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OgUPVlWYgGBGMefZgGvCO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f10041558d518ebb60798c570424d5e1e59b61bd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queensrÿche</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5004">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">981</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Konders</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2469ce12354523e6c368edeb32cd56d8075c8c5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'chicago house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AEHGLRSBHwSr4VmU7IOXj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2276">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alias</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07jJQhIBd8ZqVUdgiwPqdQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2901</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e06ac4a0031a4a3eba2af3e1dd935b9b68096c8e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5158">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c520cecacb0cd6bdadee1ad855470511041bdd19</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5949</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emerson, Lake &amp; Powell</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Do8N74ifeVxB1hc2cRcko</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7555">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d2198fb428924342dd6f49f01eaddd7ee6fbfd6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74IEeKcuS34kF2TjOigXra</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donnie McClurkin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203234</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6263">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cookies</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b57a8c0de235f3540a09b8325e07f5e9249cd6d9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'sunshine pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3646</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xbffduk2SYqON9nXu6jLt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7135">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5376da9b4c1691249346453cc1d58da3f9da9bdb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88662</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'canadian ccm', 'ccm', 'world worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda Lindsey Cook</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53Gnd3lGlcL8ua9Yyu9xDP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7963">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Le'Andria Johnson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gpgMHIDzhdGccwJniIXrh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62073</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e640a213a9b63ebb03992165f9a64c20373fca7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9693">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jGeqVn4whTKpPXG9q7zs2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gospera Productions Ensemble</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6121f937cd49c3ad085914b33212418bd89982f9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3701">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4002b45834907183ebbbe8fa6477deb3703b794</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack McDuff</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9985</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz organ', 'soul jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GX5PlFlvOiEdNvA7YHJzs</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3818">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wize Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EyFY7WsFQ1QkLoJxldd6A</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2d5ce2a38dccd17d4671e7d741ba9a2336622de</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1043">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1359390</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d09883945699bc97c0f5a5d6da5b275db55de42</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05oH07COxkXKIMt6mIPRee</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5427">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6355</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aASXckUdNXJ5X338n8C1D</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Voyage</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5edeab4c66d2e99122929946489b82e4ee2342b2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10093">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FgJrE4LGXGhaygQTw27Y2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keel</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19422</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4723ce506442fb8d6bce18bd89c5af39070e1e10</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11272">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jabba</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TL5LD7Gqmo99xssJEbQpA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6097">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bud Shank</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3068</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UuKUaomk3bZ0nHM3Y3FdW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c58c35332ec4063a6578c538438ee248638ae0c2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cool jazz', 'jazz saxophone']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cool jazz</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/717">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'modern rock', 'stomp and holler', 'uk americana']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5275544</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mumford &amp; Sons</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6cc6b6df9cfef069b80926192c273e16b6d1bfd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gd8FJtBJtkRxdfbTu19U2</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11248">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lhlZw4vM0CJjJqdUlJtce</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvin Cash &amp; The Registers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9438">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5eb46a69c23f4ee0df86352d2278947ac2cfad78</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heather Nova</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41994</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76oeXwztPqAxVg9oqozK3z</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4380">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92bcbd266cdc254faf846f402f4b560c35c7d1f7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dYZoYIoFYmSvzDKZxNVO0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cooltone Karaoke</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10720">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EQXgsUFb6uqE3YHLO1a4e</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e52b8baeae318cffb54435dad7c0b25d9f26479</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Paul Masters Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3163">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OGuNAnRFWZOgOA2d51taz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78cb5bffe86fbc47476566ca0f74afab722a351b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnnie Taylor</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'memphis soul', 'motown', 'quiet storm', 'soul', 'soul blues', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101679</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8106">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c46da5c6d9928ecd51f126a84a2ed00903e712e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'neo mellow', 'neo soul', 'pop', 'pop rock', 'uk pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Morrison</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LpLGlgRS1IKPPwElnpW35</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1085371</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1270">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b4858fbd24046a81cace5ee18d19c868262b91f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5me0Irg2ANcsgc93uaYrpb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4223706</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Notorious B.I.G.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3939">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70962e7e64ecbc7ba5e081ed0a77728efa64f506</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57022</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'folk rock', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XTxadWXVyfB8eTIYOjMYj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Lewis &amp; The Playboys</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/970">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['permanent wave', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d52d431bd0a6a9176e4ca29ddba8df6c4fbabcaa</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">943699</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">permanent wave</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mXTJETA4XUa12MmmXxZJh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Vedder</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11061">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vicki Anderson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17df6OpG2xomcwY6vJZjMD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1539</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8363">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british dance band']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Hylton</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9411ea4905bd7cc9a2def181128bef971da4f5f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british dance band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">909</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uhvChO03V0DFbltw2UQLf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6375">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232844</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/283d70b5ad864786e52fbe6e59a28ff8a533d7e3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'deep talent show']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morgan Wallen</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oUHIQIBe0LHzYfvXNW4QM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3644">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6878</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21e7e6a42520eb2b940fd925641a79968c1003ff</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WjkBDqno4HbjwNDqyMgVa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Rogers &amp; The First Edition</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7477">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shabazz Palaces</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80607</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6C403AR4y6PjN0xNNGh42m</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'escape room', 'experimental hip hop', 'freak folk', 'hip hop', 'wonky']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44ac791d3034f9a291b987ccc3c3fcc528f5e9a2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2764">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c5339357f71b57fe7bb9d74987781bf2e5db0a9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6367</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Dxf1ZaJBrpbumiqTTnlIH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taco</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5853">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a01e47f018ec7b5cf505b3bd0386e46700375b1b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BzpR8p9ihgMQBHZ1fYNlR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Cash</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1507</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9972">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26912e87195b251815bb4e676c0d0d64a07d7639</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Azilut</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ib5dMSu22f1xeqgGxL3aQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7763">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/354e9d2ba1168f8709a57be66be38386488be9da</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25615</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new americana</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new americana', 'new americana']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wild Feathers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YENCIQVzziCFdoVWc26Bn</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9752">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24fd2de97b213c500c2dd08034942fdd930edf51</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4004</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">X Lovers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Hr5Adjkxh6ihfsoahOY38</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6960">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8d3a8b40615c0004869356c1ab6542f0cac85c0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128569</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swans</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79S80ZWgVhIPMCHuvl6SkA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dream pop', 'experimental', 'experimental rock', 'freak folk', 'industrial', 'industrial rock', 'math rock', 'no wave', 'noise pop', 'noise rock', 'post-punk', 'post-rock', 'slow core']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10483">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95dd00a9e008bc4382c217f9455b4a8436acdff7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QB69c3nXqopWX94lthnMj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of Treemonisha</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2491">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27o6v2N3H2YW2EPZjAMn0t</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glenn Jones</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7351</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0435f3a80e7e25487da11ce4cba407a66bdb9cd2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11230">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee9fd60650b89d19bac08e4c9d56d9b657a7a88f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DIAkyxfMbBgEP7qjfojGl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Legacy Of Sound</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1991">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neneh Cherry</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JxCEqL9zjKnDJgUhRuRJD</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80480</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e46b06f6a77b7b8f334f89b9c50bc48f46745cd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2344">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Milli Vanilli</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4dc58f9631820362dab315031d6008c27755701a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134402</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vRclCt9VnNhYIxFMQCxuM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6518">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Of Mice &amp; Men</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6de7371de35e2fcc5971c500b7e7e3907910db5a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">832900</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tususHNaR68xdgLstlGBA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7793">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f9zLIMqyEu7abKhGMFr5q</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Transplants</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'punk', 'ska', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7795252acb2147cc35df604cdad4832e503e545</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116691</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3258">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NC7ffVNItOILMCj1vw2cB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/169a25637b57eb1bf14084a529d1263fc6c91b3e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Santos</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5760">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18425</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'deep adult standards', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0c08N8UlFjDaup9TNDaWxy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d30d8f69f4efe6d34bd4b4592a7f3ebff1fb124a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonny James</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11184">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CwJ4VEWs7HV7MWQt9cgyk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Hornsby and the Range</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79ed585f1a3feca47b5d8b681949f1f3942d2205</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21110</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11204">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duofel</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/022bade4c2595c6378e5c54800fed770ec943103</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">choro</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lhWvBv8cKWMteX8a2dEqp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['choro']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1531</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5417">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5622</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vintage french electronic</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Space</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vintage french electronic']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SmwbD3wqrybVclRKTbr1M</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b98434365dc9895a6ea21e78729b90b8853bb25c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9291">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kFIqqv2Zb2uclV7lRtO01</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c124460bf7ba829fe6a6b985fe31beec00a4854</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skrape</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nu metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nu metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4583</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6681">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107390</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Birthday Massacre</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16AVsBqzmIZTNHd0eX8VbK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian rock', 'industrial metal', 'industrial rock', 'pixie', 'slayer', 'steampunk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed41fe3c5b755fd7f1149f87cedc8ea07f4534d2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5398">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3d3177e3a30fee2c4d43fb52a0e13348d1d24a3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HLByq7TtHlSVzGbErEliC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bg Studios</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8064">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desperation Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ec3b8697e65b6556d9a40e274dd45c7047e8ac8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53224</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nxvNYN15dvkxVjNfvOaEf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7558">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bane</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28442</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston hardcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/844ab537a7af04e8d54be4a5149ffdda404e422d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston hardcore', 'hardcore', 'melodic hardcore', 'straight edge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Fjvft2Z56VrVjmYE5TkEi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5769">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ides Of March</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Csjn2SQV7R9szDhhR7Aji</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d8a411b45f98cd8a11406a288230f6e343442ba</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6316</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8891">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1987</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a2540f3e75c5711a148c64c06cbb67146596751</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4q0H9iqwLYvxxMkIw54AkL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge pop', 'post-grunge']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Panic Channel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11465">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9f211711b92cdd550594e117efd3ca74db0d0fb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72cbi5bA8U2sMttAnKIaen</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ms. Thing</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">612</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5060">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13R3xexhFoFb5cqo1hrrBh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Shabazz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2827">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35U9lQaRWSQISxQAB94Meo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/185231175df036c1c337231e855b18a63a30b794</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">692892</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">America</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2172">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VrvtMPf98keYfWoBPx4OR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c05ca172f4347072977da91f303efd1b629d165a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tramaine Hawkins</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36308</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6340">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'latin worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/254053d111c0da96a4ba5a60d752584360338b44</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gateway Worship</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2b6REyd5UBBp4ZPDhZ2TNB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159690</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4592">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PEfbjTw85CAN5G0lz9n3p</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Konemann</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4687">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">470w7UGZqtPK7cAHSwMJRK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tami Davis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7693">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72540</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christelijk', 'christian alternative rock', 'christian music', 'christian relaxative', 'french worship', 'roots worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jH3GuQCPI87UrS0hcScHr</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2bbc6f2871f05c97a8ee88f92b7a59051566ac0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Baloche</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2122">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Heights</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VvCoGaJ64OBTnhiqta7XL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1296</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00390fac5025371f726dd9e5020c22cffabe9b77</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4407">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wp7cYNFjMgSHBDdla5aC9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rock Heroes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6713</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6a7093764f044e84b7f09536354c92441a0112a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5670">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2182</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f88a46b7798ca7efd6fe5002d7303215c852d546</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IVNNR05uQhrkBIogJtQD8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edward Bear</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3977">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hCsqVHnBo1BVQWuIjRMkL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/799770e7b78238c3eea74173e1d9c5ec0539240e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sergio Mendes &amp; Brasil '66</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47819</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'lounge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9722">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'funk rock', 'rap rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65093</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32R6YbLokiJpZpvFX9Ewo9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Infectious Grooves</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b34b39973f6264c497eeee82eac2ffb51b09220a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1143">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hollywood', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d069c20515bc253f807a447c195e785beec89b47</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanessa Hudgens</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1131875</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G9bygHlCyPgNGxK2l3YdE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6866">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'crossover thrash', 'funk metal', 'groove metal', 'hard rock', 'hardcore punk', 'metal', 'nu metal', 'old school thrash', 'punk', 'rap rock', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328671</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WPKDlucMsXH6FC1XaclZC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b99f0c467a17c21ff2676072270ddb2019436ad0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suicidal Tendencies</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2924">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gF5ozMajrL8gjPlA4Ej5x</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3753</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ccb5d032f458d903822d0989c71fa94759e7723</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Champaign</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4459">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dos</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">654</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3c5SZMWLIrnYqoAiDnO5Ll</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83b48e338618ec9ff89f545e72a9634efe0df4f7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/735">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de7804e485499fb93165fb84bb6d655232c561e2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Q-Tip</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZotbHeyVQKxQCPDJuQ4SU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">326267</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'neo soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7474">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">regional mexican pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['regional mexican pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120319</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Dasa</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2073360df4c2cece060491d4e6ac1a4600c9322b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1neZPoVY3mCc2mNMVXslA7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3918">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ud7lY9V8pOyydumajSW3O</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37b96b13563e4d10a9fd2768941ae1ee12fdbfc7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mavericks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73911</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9853">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Decibel Brothers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5109e13900ca07351a381fbcd51caf033be03e6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JqSrCA1nMOfF64BTkICoB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10091">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Three O'Clock</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7eaa2e56bb94d315ac73d5c6bc113a05472a24a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'underground power pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2685</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iayA3QkB3jfkUgcXqsL7C</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9397">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36eSjIksD6fehqxyDUHDA3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79200</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Rock</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09637a3ad66537215a6032e1511fa87e0c420421</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2791">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bdAJUX6JPsnYHbTl5jbk6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'folk', 'folk rock', 'folk-pop', 'lilith', 'mellow gold', 'new wave pop', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108831</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joan Armatrading</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91538b99ccc56276b8248603bd413e306ec8f514</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8690">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karina</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2246</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87734e7243b60d7e550ee822dc8194cfc71f29a0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6anmT7rzi0vC11xgPt0WoY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7245">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7d072b80d9484d6d6eea964fd52adcacc33eded</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77769</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'modern rock', 'noise pop', 'nu gaze']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Surfer Blood</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IlQRCafsMrd0QkTRBU6n0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7493">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audra McDonald</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b8181d4de7f5057e49d17d18e35c8812f6cf5b0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21692</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7F6surn3OpdyOzupSawyli</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'movie tunes', 'show tunes']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1688">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cake</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">632563</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48e3b385ab47322fde0605edcb59101efeff91c9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6A43Djmhbe9100UwnI7epV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'comic', 'garage rock', 'modern rock', 'pop rock', 'post-grunge', 'rock', 'sacramento indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/526">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KZDXtSj0SzGOV705nNeh3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Ink</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2220411</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23194b9b0ae1650926ff4b64ac10857e3d897580</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1639">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chad Brock</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17961</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24VF2kZrBFn1WvJ5oF1SRf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0c7e1b8607986cfa949f106874a364882ed3055</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5763">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richie Havens</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Qk0lWGeXydDvfrDufDQ9p</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fb50665a61aa4712afe3568dd9a653a58925da4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51148</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7067">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Popcorn Buckets</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc053b7548e992fc7b0050b94af703c718474dc3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ub7Df8emOoLsyI2cvWXJ1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2613">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7d7q5Y1p2QWS4QRAhTQR5E</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'canadian country', 'canadian pop', 'folk', 'folk rock', 'mellow gold', 'nashville sound', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225119</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/702f0771ae9be4500189bf2ff8b2a37171b29fd1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anne Murray</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10601">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Wayne</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7c06ee81c2d560e34de61dc29b712fbfd26edfd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HvzuhtjsgvEQAt1EiqDCg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1216">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Lachey</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99684</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0fad0c943dff19b4fba352521c22e808b28f4e4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ewMqjrF31lC8ywRsvm073</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2386">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da10ff1a63f5dc12b04649404c63aef6a83511c9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Y8EphH8Vdqu5SLj6K5vjj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109726</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tone-Loc</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'hip house', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10593">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LfRnzGM0wRSyS5mmAwJbv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124019</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Conniff</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4a54955f066d6b21f31dfb86c06fdcb29016172</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/888">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SYGWAHCe31oykdeUPpoJp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/373d8256edbe4a85bf8212817b96471cef4af400</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">693689</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miranda Cosgrove</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/733">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1935713</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AuMNF8rQAKOzjYppFNAoB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15c7b75b2f18977d71d8b5a86b232e22bf924ce8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelly Rowland</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'pop rap', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4023">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09e44b6c11c20e8149f8c2bb53e2893dcfa8ec2b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MHN1ONCFq6jyk1mpzrZiR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Other Voices</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3001">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Rawls</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zJBFCev9UwOMcrZsLi2od</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fac03e97f11fb1b111b04c811a830bbe64332cb1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73588</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic soul', 'disco', 'motown', 'philly soul', 'quiet storm', 'soul', 'soul blues', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3936">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter And Gordon</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2afb763c73b7bbf623a484ef19a42c1bec9500cd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lHC2EQMEMZiEmSfFloarn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14995</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british blues', 'british invasion', 'bubblegum pop', 'folk rock', 'merseybeat']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10586">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2l8E4EL4K1KGVjKbkDKpKP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Miller</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2596</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">native american</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e02d4ce1f2b3063760bdbf49659436adfe98b7bc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['native american']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1929">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adina Howard</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171089</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69c0a9e211be22825c1b47e85b0cdc8f0e3addfe</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266SmBZTt4zRzaKEANWbfQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2416">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f63712c2642d0f4d48d5b7936a706e717e33d60c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xliTEbFfy5HQHvsTknTkX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alphaville</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'europop', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">304713</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/135">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WY7D3jk8zTrHtmkqqo5GI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3102d2ca428bcc5c098aeda664b116e4846afe5e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369335</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maren Morris</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8148">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90802</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blitzen Trapper</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3453273bfaec5077169bfb4ef534b092bca4cbc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'folk-pop', 'indie folk', 'indie rock', 'modern rock', 'new americana', 'portland indie', 'roots rock', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72XY3HrDdFfZXNZFCT9Zh1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4478">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b6c2c356b9d354c1aeddeef627087cd0309fb09</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZAibQ1lZh5UbUaQybsn62</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of Rent</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2348</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2694">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The S.O.S Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253608</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'electro', 'funk', 'minneapolis sound', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a466ca849831c615cb179cf66b123fe8f2665a67</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pXCjxMOBcWtvULYkFPVW6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6366">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blood Orange</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'art pop', 'chillwave', 'electropop', 'escape room', 'indie pop', 'indie r&amp;b', 'indietronica', 'metropopolis']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">384776</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b28cc2c93be5abb0765e30df21dd2c44446292bb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LEeAFiJF8OuPx747e1wxR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3851">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f0c3e79a03d07ce3210ff288766da7f7457e8c1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1752</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OUTtVUjAvUF0uZ3wudxtv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henson Cargill</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6208">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74R2Evdd8EmJI3tyzClTBc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rag Dolls</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1926">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BTZIqw0ntH9MvilQ3ewNY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d63775a2e6398ed8bed1dfaf130874dfedc1cc4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">977114</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cyndi Lauper</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'disco', 'europop', 'mellow gold', 'new wave pop', 'permanent wave', 'pop rock', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/919">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Sean</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5802cbd4236451a2ae39d213fd087fa925bfca1c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pADjHPWyrlAF0FA7joK2H</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'pop rap', 'post-teen pop', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">938380</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4582">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pL5iQhCN4RzlJ59kTtFjC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Fox Karaoke</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4004cffd8d17d244ba778274ffbb5b2082e5753</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5316">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry John McNally</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fd70d11bbcf040d7921abb185fa32286f92e8f2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fQwarCxGRYQBCS2nJ8CmB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9176">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bca1bd0b89338aafe1e83365d2777a267658dc89</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">341CfLcUdaBGixB8IJjYwW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">346813</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lupillo Rivera</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1821">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cbf59fe457ecebd1518a3583cc8ac0d7a185cce</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24924</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'miami bass']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quad City DJ's</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mar1GMMEhvGyJdWagu6KS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4814">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69ec6d5b47d575db47681be1a2bf84f3db9d70d7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Intro</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03n0Ll5tJjUxajYOvc0TQm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13024</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3765">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bring Me The Horizon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2536420</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ffb6ejR6Fe5IamqA5oRUF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'rock', 'screamo', 'uk metalcore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12801c8e109f2a11b3f6b181f730eb008d1ad12d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'atl trap', 'rap', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5f7VJjfbwm532GiveGC0ZK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Baby</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2571569</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98f92a703f2b66b30a66e561ef980583323fb9cc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3721">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Abaco Dream</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hZAhtQBQVbBggjEFKjV34</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/439">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie electro-pop', 'indie poptimism', 'la pop', 'modern rock', 'pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xEFii6utZmQ61kX59HmLH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06a7201a46686bbe514d694eb8069a90f28ac516</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FRENSHIP</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116180</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1084">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">360255</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian rock', 'funk metal', 'nu metal', 'post-grunge', 'rap rock', 'wrestling']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0niJkG4tKkne3zwr7I8n9n</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d934f4b7e61eec74c55414a9dd75192823d869d0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Finger Eleven</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5092">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Tzp5kdai1WHJBDW6pasGy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stuart Parmley</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7286">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'art pop', 'british folk', 'british singer-songwriter', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'singer-songwriter', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">315667</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Marling</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ae95872a4bc655aa219d3f7114f37ac8682e8a1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B2edU3Q7btJoNsoHCNohM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8161">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121558</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2H5elA2mJKrHmqkN9GSfkz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe0351a851ab0d8c1ab5274c37853d5a4508577d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gillian Welch</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'folk-pop', 'indie folk', 'lilith', 'melancholia', 'nashville singer-songwriter', 'new americana', 'progressive bluegrass', 'roots rock', 'singer-songwriter', 'stomp and holler', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/306">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lauren Alaina</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">291483</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1v3tdpIdBSW14rHUfiEVOv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c875535a56ceab280f5227806f90b1e340bafcde</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6754">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SjND9kT6Ja5TSPZTyUUab</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starlito</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77312bd5f3f1e4dd03cb6f1c1f8aa59e36770aad</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176389</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8274">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134846</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louis C.K.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d83c0a92a7b7109128ef9960d6555d1eea822f24</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fQii15cX3Q0ZkjCdsIxkZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3691">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">534</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6huJo1XyJ0v3d5WJ5G1cYc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9a0303f8c6f98fa7955f95f1b042b2ac04fe2c2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steam</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8890">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Casualties</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81476</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uMNhVG30JzeZ5xtPb1tqR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69445799878128778b93d9618c24227df96f31c9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore punk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore punk', 'oi', 'punk', 'skate punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8637">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ef24a462d3c4b78c8b2693f8d7ec1f213748f59</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Academy of St. Martin in the Fields</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77CaCn32H4mOMQA7UElzfF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24648</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber orchestra</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber orchestra', 'classical', 'classical performance']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10713">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boston Pops Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/696b6875207ef9dcb1325aa6c284047ea380b887</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12954</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CIcEIOiWaZcEH35cpsdZq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/982">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12Kgt2eahvxNWhD5PnSUde</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c6da0ef21d1f2f242fe64571a76ed3bfe7870e5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278532</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Mary</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/836">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96354</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexis Jordan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LmYIx9kSWBJOWbP4xAxb1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c69a762d911c076f750a18eff1412daaf792876</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/13">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adaf31e0b157fae9590728049ce3df5b40b37650</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214826</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Williams</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sj6D0zlMOl25nprDJBiU9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge', 'mellow gold', 'operatic pop', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7748">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">631790</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ycHhPwPvoaO4VGzmMnXGq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/537d197c2f4757870dd2e343d3703a45b645596a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'edm', 'electro house', 'electronic trap', 'filthstep', 'glitch']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zomboy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7201">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indietronica</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239342</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4325b1eef0d2b09541acf340cba1220ebb3139e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indietronica', 'metropopolis', 'shimmer pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XaUmUGjidSklcDHxv3XWf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MS MR</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9029">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/808ae6838cbd5d84c5f9572859d3e8931f226dd1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Debney</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15629</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mCsyzq823cXJ5puxUN3aJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/316">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1055844</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa18ee3aeeefb11b07c8d9169dc474d2cf7be34f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HiuzBlSW7pGDXlSFMhO2g</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Dolph</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2776">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f3kLT4wvi2mFHlHJgV8Hl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kajagoogoo</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/165670a62833141cdca5859a295c709e51cb55ff</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91414</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7325">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nintendocore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266197</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enter Shikari</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b151ccec3027420cc488bb508e71ac699001e2c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31jvzuB4ikftPQZJwrYfCF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nintendocore', 'trancecore', 'uk metalcore', 'uk post-hardcore']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7376">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Forever Came Calling</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LqgxOMfONGBf034jekl9H</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'pop emo', 'pop punk', 'socal pop punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17795</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/beb351b33a116fd76d738d014f5e58e3ad683414</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/766">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b5a95f260ac429405e871777e3c17c9126c30ad</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glee Cast</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1117723</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SCbttzoZTnLFebDYmAWCm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'pop', 'post-teen pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3003">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Mangione</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trumpet', 'smooth jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9df5954d907411a43487d61c1acae8a04ae0b93</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trumpet</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MMaIlHd8UvDW0mVRAncD6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45908</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6985">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b68a231379b948e7567f42a6d98bd5b72bc01d07</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Montana of 300</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">512764</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74dMZMvy8P27oPqnprnvBb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago drill', 'chicago rap', 'drill', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago drill</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9683">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53cQZtWDwDJwVCNZlfJ6Qk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0bba316ceadf95b3e731ed14697af1ead59d0ca</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296884</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'deep big room', 'dutch house', 'edm', 'electro house', 'house', 'pop edm', 'progressive electro house', 'progressive house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laidback Luke</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11396">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'new americana', 'north carolina indie', 'stomp and holler', 'vermont indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38716</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kmPNusdo1mCTyz4u1uEGm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c2dc581ea7c628115ed0d3ececd2c4ecb9f099c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mountain Man</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1603">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">473778</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nDLku5uL3ou60kvCGZorh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bloodhound Gang</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'comic', 'funk metal', 'funk rock', 'nu metal', 'pop punk', 'punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef2843d66c323f827c36c7fb329ab5496ac43ffc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2054">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mista Grimm</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kPhNBw1YtAwQgYUETh8iK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">646</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8691">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279987</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ebd5c1b72eddf4eccac3743358421a930885433</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amy Macdonald</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'scottish singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hJuGCUpefX24GFmss9bjH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7133">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43910</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Peterson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'indiecoustica', 'roots worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85fb323e8fdef892c8d9677852b1050df2c768ad</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HYNk3B7EsRPIqAOACgjK1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3229">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candi Staton</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35009</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3S34Unhn5yRcaH5K9aU5Et</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be672f0db80dc3a816ce7acaa14e01c1202f1b5e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6258">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68tBK9r9zdViB8V73G5SA9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">539</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Hayman</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0bc348e36c66ac83964e89c588d583b9c4e4934</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8612">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/320d7cab30929b28be8762d42b6e72217640ab55</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24520</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'neon pop punk', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5or8HO8aiwjdIWZxURNx1y</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">This Providence</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6282">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casting Crowns</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eJqAWJdd8JhAN1pQGie4r</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">967120</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc4ad515970aae7da9054252c8d648f4b7d0cf5e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10919">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Half a Sixpence</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43iZaHkwLEbTiqp2MCEaKv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6381e49a10277256ad4650fa200e10febef37994</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4525">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e52Ytzjj1q71DUj2cSlch</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256464</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/577f1aa895949ad94f029dd3355beaa73d039f79</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Connor</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1318">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15GGbJKqC6w0VYyAJtjej6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24271</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4b4817493ecf483965c7c289085b00de1e3d5a9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fatman Scoop</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7312">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118149</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e07ff173db24c9ae89cc83cb9b25768d9153045</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CnhqfjUG0qzsru0SMuhrk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'melodic hardcore', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Title Fight</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10979">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Fontaine</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe19ac05437d74c71e52dc1fb7ad2d30ae257935</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eqFe5JOM0f7gxIPRRtm4m</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8420">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47742</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qRXoCC1CDTMTli9gplUvk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cincinnati indie', 'piano rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cincinnati indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxy Shazam</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a9d6b98de1ef1e36ff20650e6cfd52e43a51702</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11045">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2941b6d66401a9da0dece06299971831cc1acd09</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Toys</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MmS3qsaE7iod01gvdydbY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">309</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8943">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Gracin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c00e6b6ad9aa1c4b5ccecc2b0e7a054e2ca6f1c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1456WwI15Lm9CktCzkLZvm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134379</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6168">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'swamp pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Tee</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0J4hhNPKGkF96BvCakh2Ab</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97e7b7fe0389ff7ec3a673e421f6095da855b45b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">762</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6761">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'memphis americana', 'new americana']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QZdOCb3UacKbQ1ybDFAKM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09586919f42dfd4b1b25c9c5ede435a8b39a3eb1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84269</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Valerie June</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8800">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/556afbaed7c5acacb99c7a00f658526652b0ac9a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53178</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uWSNqvFk0TnPO9zKbzLI5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chingo Bling</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4480">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'rock en espanol', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45025bd1014527e8f113b22fa647da7a142c3d6c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AZOALDIBORfbzKTuliwdJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1160539</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cristian Castro</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8818">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01b740506d62b329302d55078eb8dc49d32a4f8b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zion</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1287958</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pgDilWYDWLoOgGjf1iHNu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9889">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IzaAmbUsyOJsAIhZGUKR1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Murder</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8711</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cbead69f9c948df888ec8c5a8156543c8ee5789</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1439">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Field Mob</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Uo6kyjrbQoZBlcXsMb8Vm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111573</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'hip pop', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc5491ff832e63f08f9b51d580fb5821670e4fd0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8728">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scarlett Johansson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84464</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/031d5e2f8f5fd834bdcbc74144f7bef38ba90249</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KAaJOwfu8n93byx6YPRPa</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5761">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vinyl on HBO</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52yUzlU6QBN8NxqTXOWCnW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3b4b2152fce4d104b22cb12692c17d060fc7cc8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29898</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9805">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'sleaze rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0e5ml7Zdz5m0VXPGqzwkvD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Every Mothers Nightmare</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6549</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f0cc19b04f03164495f946881fa0ece0c7e4e91</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5381">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aZNPcxUTyaFNDelbcw4eJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1918</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00046fa8ba889f192614c2f23f148894e1a0e773</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cindy Bullens</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4602">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323974</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6I6t21SFbxZ7RbQgD5dN7U</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Thomas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b0fe11c98c4de7e1b0706793d9f52b68c3aa51c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4715">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zY980WstDgXYTwqeX6ZpJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doc Karaoke Ensemble</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35c889ad00bf9b785654182f292723b7e8831a18</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4886">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c9578fae781a42183e87901a1da4dc0cfeb5f56</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1741</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g1vVHJ6fb6VnsTOJKjvez</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reality</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8518">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/665f98e35daf13f5a425079c5083141a6b2da7f7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5knuuVSrTcYm2PWN0VLn3c</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Kirkland</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3250">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yvonne Fair</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2545</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2aafd03b06e6a67d09937f67e2d8dcd9dffecc3b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mGB0olhR5RpsEZWn0cqA8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10012">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max Richter</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">compositional ambient</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['compositional ambient', 'focus', 'soundtrack']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VZNmg4vCnew4Pavo8zDdW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">372568</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53e841412764074925455282462e1cb1dfb1eae0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4567">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2073</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54a9e78044e605dca687c8a5e92ab1dcb9c6a159</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Country Gentlemen</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2quHEq7N5G0lU7keIHPJUd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1761">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wade Hayes</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35985</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11a8bd4874fc68656236361a1488ad853a45aa9e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Wsbuy58Ku5N0hWjTuERRa</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9232">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dungeon Family</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'southern hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41157</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ElKnrmCBRnIjTrrzkAL42</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d601512ba86ab96d1b31e84637db82bc0d736fd8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8224">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MRDkEKtdsGcYn11A4qgUL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115636</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b95c4f69986f59dc3244a72d973d3a32e56d5e5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Downtown Fiction</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10178">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e38e89798c80c427f5c668de75416751950071a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scott Baio</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xfvWKj2fyfNJV2B638ORl</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9606">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">761</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ty England</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2b1fd1a508ba81e5c36547bdc1f2c1beb88eb40</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jGSX6OsaQYgis9yebFvo6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3329">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xFEMNgpHllYKpXR6wr9zO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Fairweather-Low</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c8ded1894df6238f8bf8a6c34310aed4120818f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">628</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2314">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac1876076c2ce38874d52635c642100ae208c188</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4344</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JBif5ahOKFFVuEpHhrp8Y</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane Child</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7731">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pesado</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f30e7b0fda203a9bb351c0e07ed543df5efd0f8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BwiodzEp9Hwes5HeFjMVK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">719794</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3505">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42ba961b8be206ccb056b0ca7ca097bed0ac33a1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buffy Sainte-Marie</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'canadian indigenous', 'canadian singer-songwriter', 'folk', 'folk rock', 'native american', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5exO2eW84QucBhrRhcK76x</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33773</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1581">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3bb4b09ffbf0a8f420ae14837208056cf64451e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">597677</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'new wave pop', 'pop rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Henley</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dbuFbrHa1SJlQhQX9OUJ2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8589">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mJLFoa2cRqCZHL6MZNaak</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'duranguense', 'grupera', 'norteno', 'regional mexican', 'regional mexican pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Germán Montero</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae2d3341273fc824f1cdfd284c81fedff3f564eb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391154</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5011">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cynthia &amp; Johnny O.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">None</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jvW89JCC2ano8LHUTRssc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b59c201f1c6982403537293d3176e65d39aaa76</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9433">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d886daa6b2d525a125a6082375a08d6e1e0395b2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uyaY0tejAqe1ghCsnmBPx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3434</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Capri</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3613">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Presidents</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adf85055c4943f8993ba9b41c7e5894491736b9e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28KBKN6B7QmlaVWvrj567U</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">258</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/17">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2831399</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13y7CgLHjMVRMDqxdx0Xdo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gucci Mane</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cdd9e780c5cb1d547e34f18778cff07d57de18c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3162">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sanford Townsend Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42637e4364bd1b163057d903ee60a8244dad2700</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PblGVYNdrem5ODxxMNhr0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1309</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5030">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4git3QqVfXNUA5z1FajHQw</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whistle</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8459</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'old school hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6edb00550cdc5cc94081e9baa98f632e1ff001b9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1647">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pharoahe Monch</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'turntablism']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61fc4e8d2a3eb295a12482ac7cedc242a65366f8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114720</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DKuVtlpDH0agZQUFDy8O7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4589">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">911</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0biYBHxECA1AxcZK9JBidH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51e42950bb3cb1fa983a9fb932eb815c14bee1b6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2974">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rocky Burnette</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95956658a76035df19acc923f9c7d86ff9c42e83</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JGUkLiRAWMNYaHdUCIUvC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2017</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6174">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pjiMmGVz6Fz9UrHVrSzt3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reparata</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8a3a254c7bf3682d0f280b86c2c0ccc9563fbdd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1377">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'new wave pop', 'pop rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mpeljBig2IXLXRAFO9AAs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">808047</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dido</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c897f2261e8a434b0bf094e5ffc4305e109529a1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/940">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap', 'reggae fusion']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K'NAAN</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136062</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pGyQZx9thVa8GxMBeXscB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ef35a677e4576544a7d5f5eb4d3b8a977cb8472</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2748">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YP02JRa1JLejrg3XTssJS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10e503d9570148c8011df526f9dc7e1a3ddd579c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Five Satins</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25694</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9976">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6762</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frehley's Comet</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51f6073321681d71970c8011ee185fa29c4ae949</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EQBeHXKVF2u0riklyhpxe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6070">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'freakbeat']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3L13VZ9rCpmR1p7p6A2WGu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6f2456576cc23ad29e249aa550cbfc708451c01</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3248</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Knickerbockers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8108">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6745</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive bluegrass']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58f1b0079dd6e1db84dcecc90e21f308b4f4177e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive bluegrass</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53pmIwVqcTM68qW6PVhjW2</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stuart Duncan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9731">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Otg4bh0TjXwx9VRyl84ll</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5834102843fbfa7610bc639466a43662cb169ca</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dahl</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11460">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['michigan indie']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">michigan indie</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25f4d3d18bafff5136e9365da38c6d9f7ef7f076</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Witches</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T4t3V1YSnzL8EwEPS0q6N</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2414">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ratt</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">448885</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tufWJzpCiAGleBt5TkmTn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a43e258e0f70df109daca0390965cb3e4dbd552</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/452">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kamaiyah</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3368cd6bc137dc426d60535b6018b6c40513ace</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80014</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XVpDdKav6C6zwlDXPhMEO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'west coast trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/908">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216396</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eRJjYEaWyGZbOBGYFLBoC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0238a06bf8109333d26f5e7ad5c389846bd65c61</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'neon pop punk', 'pixie', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ready Set</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/325">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">819</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rita Moreno</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93ce0f8034205927848e27e6b14d96a35b7202d8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0o8VXZhF492Z1bKBRFA9Q2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6539">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">508718</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wpEBloInversG3zp3CVAk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f1521b672788eb89c34aa94503fb8707e7e53fc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy Camp</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3086">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">829141</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/752aee8a2185a522d8e9395603b4bfe32b26fa31</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08F3Y3SctIlsOEmKd6dnH8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yusuf / Cat Stevens</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/574">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10exVja0key0uqUkk6LJRT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d186c3a80955b82a8cc46fe86bdf305478629e8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie folk', 'modern rock', 'neo mellow', 'pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vance Joy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie folk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1783710</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11191">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Solo Tamas</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdc7bbebf502cb379bbad9f670e71f81d0d8f2ef</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gHf6xR8ew3TPKfjBW6x4m</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6229">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Shafto</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cnEjAX0LOcTYlk4gebyEo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4632">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HcwFjNelS49kFbfvMxQYw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1564781</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbie Williams</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adb0211f058de0ec34912d3aaf9fddc9ce9b527c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7823">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oT6vt8H3q7kA24sicjFzO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cdb8d8fba0ee716f429e45258adb91729bfcbaf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'emo', 'melodic hardcore', 'neon pop punk', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90187</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Man Overboard</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10853">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'space age pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72BrsxA7krL4YXPpAivx7W</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank DeVol</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08e9f92e2bbe7d887d2f639160c528beb2a8bfe6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1207">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8f36f82cd2f4752e93167e4187636cd032881c5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">E-40</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'gangster rap', 'hip hop', 'hyphy', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'west coast rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433101</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3crnzLy8R4lVwaigKEOz7V</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10310">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c008993f8991d2cd2a731d2b3f477241f166b69e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedienne']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedienne</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kRNqcxl5au17LEj75nyBS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gilda Radner</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">911</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/225">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oDbviiivRWhXwIE8hxkVV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'brill building pop', 'folk rock', 'psychedelic rock', 'rock', 'sunshine pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2096374</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beach Boys</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21d36613eec63c86c1babec16fdfa8635ee63625</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10848">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20550</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/150e46972230c23330765e0e0250d599afaba622</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver Apples</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dP7OHshDvGHaNNSwunol4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'experimental', 'experimental rock', 'industrial', 'no wave', 'post-punk', 'psychedelic rock', 'zolo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2282">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1608</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JNoh83CT1TvMyiYyTLVAO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bef7c8ffa485d7a4b08c161554d47280499b9e7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soho</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7583">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a5b3d79e60dfd8c024be2cae7fe7a9d78ed01b2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">255112</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drake Bell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03ilIKH0i08IxmjKcn63ne</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8082">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyrone Wells</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bce2d840ae6fa228f81129eba24d3139bd56291a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'indiecoustica', 'neo mellow', 'pop rock', 'viral pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zeCSgiRyezbfLiGOpKAsR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67819</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9685">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duff McKagan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KEe5d2p5jKihMMvuXVhr1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10e8491071c410300068ce64152b404d7dc49879</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46216</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5886">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f340606c2fc19ab12c99fa0abec6d14ad2e0246</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'afrobeat', 'funk', 'indie jazz', 'nu jazz', 'soul', 'trip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dynamics</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mYvu9huHeR7ho3iGAgCsn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13506</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8316">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63769</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qrZ4EXMTVH4e6odErsQjb</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c90ffe5ebc77693df09ba645697ada7bc5c0490</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'horror punk', 'industrial metal', 'nu metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murderdolls</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3005">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159233</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warren Zevon</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'classic rock', 'country rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'piano rock', 'power pop', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d8839c21b4ea927a63e3e25cd5cbf78869f5adf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mY9Ii0cL5SQxpOTAm8SHx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7631">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lEXbUjKjHQ7uc9jFfEViJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/217dd10eda6c99b08858e03ae3111f052192b169</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85439</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TGT</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6369">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e5fc2681aacd78538c802964c2df2490d4169b0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of Mamma Mia The Movie</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GSuGuz8CIQpRZdig9k9Mt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61139</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5680">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q4275hgJQNhdOZtMQhQp8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f834630db024329ff461c7c6947ebed1f403bf2b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">580</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Williams</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1218">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wreckers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jI32eTOcSx2bn1MGgRyei</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52977</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b599d55ec9592e8a3010d4b948db1aa8b4a0bd5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9671">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f37c375a1cc42be8b4d7ce348d9d5b6cf7200ad9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MY00RhSxz9sIaTKQX8q7b</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prince Charles And The City Beat Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9252">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Cozier</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EMbYln4tFooKUTDS2ipkg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1004</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/660ad3f98b1dd046b68f7c84b2ce44d2b2929b20</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11478">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1m2PzkUZ98iiaspQT2FDmY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gemini</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cd599140b0586704b0d9ab6f3f7d4c65478d7a5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9177">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25280</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23a69050b61611e28e92b40c0298c9a0aa22b5da</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Les Claypool Frog Brigade</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tEEmGcFJiCm9kPY14wxzE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4810">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/547d266fdb68b54c88df04bd057875632fadc47a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XZC3xSQstfXyXnYQKvjef</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23008</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'turntablism']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blahzay Blahzay</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3786">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Acklin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cIS9VdHDj2fozLl19Gg2A</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d1d3abc655b3afabc281c079b09ce3e70bc1873</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3835</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10346">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a78229c66fde5e054ea0314c9387e0821e033e5b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enchantment</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35f8xV2e7MILLRNL1VQeHw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5338</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5650">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drupi</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic italian pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hmcMqYh4ypnXk0ptFTG3g</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9847</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic italian pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6497d0a71be354344f0f9bc9649c9b314933a58c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8636">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexander Sitkovetsky</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['violin']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">violin</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kQGNZMXSunnadULmqTgVj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9128d39529155058d1285de08c697b0d0949ed1e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5432">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e5190876eccdf5603d1f70450df678a836d64da</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1923</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Matthews</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30yVqa41V5oNH00p6CBWB9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1102">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8074</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8c111b2f0cc0f211301ca42f8ede100fadd6a7f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dolla</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Gc3IYdgY3PVcuf8FPMxDI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1519">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Florida Orchestra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d7fafdaed3228cd8b60a82711253efc5ea53d49</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ol0baiyjfNxqzzNhXTykx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10703">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Wright</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/455383f963697e4fc36e819279db5f4b20793641</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Y3Oa62lkjpNzmjWtDwDrc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3781">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40393</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/128cfabcb84304bf4c29cb12c74e3d91d68b574f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mannheim Steamroller</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EeHVtSdrYibpGDVHjWEpe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9803">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seven Lions</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c23aff7d51ca35d9a02006b214fff425e9af2f6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fcTRFpz0yH79qSKfof7lp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287668</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'brostep', 'edm', 'electro house', 'electronic trap', 'pop', 'pop edm', 'tropical house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6781">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey + Rory</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31Esw1yHgJZBPcRa4nUyTP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ff954feeb71e2d65bf0a71695d6f1db88645417</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47861</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8150">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb6c8c3e0a9b0ded96a57f64736a76857c58b4a1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146389</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ucLPotcQNI7AViFytdhBz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'dance-punk', 'electroclash', 'electronic', 'electropop', 'indietronica', 'neo-synthpop', 'new rave', 'trip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ladytron</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11431">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17ee368dfee6fd233c1aa75b7964677a0794bc6b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Superbs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7skNRvdwTKOfCyHML9NZsG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1662</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9419">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sideshow Sound Theatre</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/815e4b63c2440eef66a02585b71ae468bd458f32</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YuijTgf6j3vWv1UJ1b9fP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1226">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Powter</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f17fbc609bd3d1303608760628f1770609dff406</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xTcuBOIAAIGDOSvwYFPzk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158695</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9344">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">650978</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Huracanes del Norte</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wmwGWrqRizLaSEYrm5dzZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bfa26a2a9d01d0b22c212befb4eb57087aad129</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7894">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yoZYhT8x7DXiFl0srkXLQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66851</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kurt Carr &amp; The Kurt Carr Singers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86368066cfb3ac7b0a9b73b127088818bcddf4f2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2203">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0h9smro0z3HqUbD94jotU8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">510160</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smokey Robinson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60683dee3e26a764667ca7543c6ba557961524c7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6795">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35346</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lBpdC0ZU9G6dm05V1XAq7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d495dfbba824f9cfb46ad12135345de1f3a843a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryan Lanning</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1463">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d381fcf203f0e83fbcfd5ce485dc9edbe593196</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">478000</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62sPt3fswraiEPnKQpAbdE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Brown</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'funk', 'hip hop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10413">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tG935baRE4mH8B3saiwbm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be738f159aaaaf3016fe461b51b3b2d24ddc64e4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Tenaglia</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22606</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tribal house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tribal house', 'vocal house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8836">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19b3028aa3213ccde169c2386abadd413165af31</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22951</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'rap rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kingspade</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NEn1EjvSWizdcloW2rtqB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8681">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4491</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31X6W8Y4y9E0G78r5Y2rXG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fcef54ae7a75f9c98b9c4f3b4233cd3e296e06f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian country', 'contemporary country', 'country', 'country dawn', 'country road']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Shawanda</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2046">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/924306f09cfa5a4ca4a3357eda9b79b329d46588</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90919</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meshell Ndegeocello</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uZRjholJ0fVC2J9EvnYnj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2861">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon &amp; Vangelis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'new age', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73020</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c71dd066bb017d00fb340fe7b00264b04ebd93f2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gS1uXayWA0WJPgcRqNIae</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5387">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">France Joli</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'hi-nrg', 'post-disco']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0ecfd1aa883c85c3193c2a8d99c7a3761cd53a3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10yNnmMFF3U0MW7oeG3bFr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7803</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6240">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clarence Ashe</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6159a0e15d7372d566d7f3e709828f2b9439b99</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">050lnqPL6hydVpjY4MeacK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1334">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yV1qdnmxyIYiSFB02wpDj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Postal Service</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'seattle indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/034778d5916fdfaacf926d7ec0e7440f717cd064</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365399</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4349">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2941fcdfe105481fb3347fe5585dacf7b2319bb9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BuyNtIXCdb4fHesOdR3io</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Thompson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103629</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11341">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The James Boys</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4t6nYAHnezc0edgoKzZKwP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ba66d4c1f4276a8b5ddd087e6eac2a16850a3db</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1742">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/669fe7249f796711ff217626927d406922a580f8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90250</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Loeb</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TMMyiSsNzmRiZCAkVLVb2</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4537">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21gKz1c47RLeSAPMWrWC7t</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke - Brian McComas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9837">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86684</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MWBg16f5UYiaSlyVhzlIW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/772212024bf504cbfea148209eb487e804f1508f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'art rock', 'canterbury scene', 'chamber pop', 'country rock', 'dance rock', 'experimental', 'experimental rock', 'folk', 'folk rock', 'fourth world', 'lo-fi', 'melancholia', 'new wave', 'no wave', 'post-punk', 'protopunk', 'psychedelic rock', 'pub rock', 'roots rock', 'singer-songwriter', 'slow core', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Cale</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10802">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical soprano', 'compositional ambient']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace Davidson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5300e716e94085da8da20018c39c965b6269e432</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J87mxfzE58rZLrRIOx5I5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical soprano</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1033</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7578">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7110adf506936404be3e1257723dc626eae018a2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86561</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2D2svlzUpyTfcEEq0t3dgV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sebastian Bach</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2706">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4R2ZUCVWjJs5ef9pjnCVC4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87404</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38e8b294879d91f7274d03a71a8815f97b3a6f8e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherrelle</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'funk', 'minneapolis sound', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8703">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a6d547b64d46d0b322db2e0c64c1810e336619a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Gage</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gYhMYgLoMXbEbnGhnwV7Z</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4865">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47059</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eternal</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zYGAXxAaq15C9eM29M8Fj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8c85080fc20e7d9c74802f457811a1924d266ab</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bubblegum dance', 'europop', 'girl group', 'new wave pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1824">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6b51b4361b37343ec854e1fa7f5c2d110769f16</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Lyte</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166213</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZbWlThDW0qSbI3hinpl0w</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip house', 'hip pop', 'new jack swing', 'old school hip hop', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11411">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soul Sonic Force</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kacnQpHZGpLY8YvIwKqEx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5588">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0e07f6b5aab7dd2ddecffe17dd198dc5ae03d7e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HxQeBjzWt18F1em8G2flL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1012</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mystic Moods Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7386">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e0358eaea83ed3fda3da6e3b5bb045c9ee5cdc1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aVjo0xHSiuW5hkasoYSR3</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'doom metal', 'garage rock', 'grunge', 'industrial rock', 'noise rock', 'nu metal', 'post-hardcore', 'post-metal', 'punk', 'rock', 'sludge metal', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melvins</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175299</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7455">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nUbzTTtP2w4HqvT5y5vkV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78457</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'shimmer pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Griswolds</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f9002de60934ee0b0f8165e73ddea4347568be8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7630">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Gordon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14662</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Onb70uN9rRM3VMerSpA37</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f197f5b005ab34b7a150d8a174800b28f610e53e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8668">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47870</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cQ3KWVz7xm7TrML8XxgsW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c19be7557b66ebd47daf5fcc5ea8e7076fcb063c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">One Day As A Lion</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4263">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lea Michele</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'post-teen pop', 'show tunes']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">396884</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16rJDrSGCHMXjPUuKwQcvp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0fce729f1e9d142965fd62fad420befc37f4ae8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2962">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Townshend</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7970b65abb635b49a8993fa11c440f1243bb37ae</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149134</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24Wa5wIZIo1sPkzVGP0B5p</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'folk rock', 'mellow gold', 'power pop', 'protopunk', 'pub rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1829">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rvjqX7ttXeg3mTy8Xscbt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12e047ce48a870fad5852b82c81305d08be24513</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2327137</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Journey</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7724">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39520</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mack Wilds</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f32aa9d3e76f2a5d5a2242ef2162ba9a9605c33d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BO8aIDUyNtvnq98qMIs85</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7295">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90250</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MOD SUN</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u2R8st1bb6zfBqNWceRXG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'minnesota hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7857c61aec36e7dc877621039003a7df22d9b50a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10249">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7it7RH89tNfgHFlfZAMtcJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Lordan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85a1ec47706e34e2b47e89a6c8d795dbc54a1a45</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10867">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pqg1wPgIG4FRB5nckEPJw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic danish pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bent Fabricius-Bjerre</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic danish pop', 'dansktop', 'nordic soundtrack']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd2f3e00b3a301dadd6d3fe22f34eeae457beb15</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1923</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/27">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meek Mill</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b217f364eae67b267b38bf46887f74437ebac006</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20sxb77xiYeusSH8cVdatc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'philly rap', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3440813</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6830">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FwydyGVcsQllnM4xM6jw4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Football</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'indie folk', 'indie rock', 'instrumental post-rock', 'midwest emo', 'modern rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/901ef67608802e5ce9a650a7980231bfe3b4f74b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129032</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3730">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Jeffrey Group</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35d17b77bd67be5de6630d36669142d1a1176aa3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aMmmjZ1xCrrtogBMmg9rA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1913">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be4ba1072bc5bba60c85dda2eac66813811f2a11</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22p5npx84cXYat7kgGocRZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22138</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fun Factory</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/844">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdc8a7ef4d569d7519c12758067715f5833bd4c9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lolQgalUvZDfp5vvVtTYV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Bennett</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">445801</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7153">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Caot8EtHX6wLpNF2wRzS0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'irish rock', 'irish singer-songwriter', 'melancholia', 'neo mellow']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0ed3cd548739a7de8f53d48380e265a69be6267</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237459</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glen Hansard</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9632">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monsalve</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fagNxnyvy6FDvkNPt6X29</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2191851b79fe354ec472a68dbe2a43767375507</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11128</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2582">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1219164</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4fcfe8cf316b6463ecbe571d60973ea7b103d5d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xXCRXOfQKQ2gjWxNhNzYW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Air Supply</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'mellow gold', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4127">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IXveWzPqTtENcw22RSvcY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spats</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9592">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c10c5a8ee76e74c63ad2137c3bda670074c887c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fresh Mode</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166MwtUacodwKnPxyroDV3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1779">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c71c9883235644efdb36e1b54f895ca10d6e3482</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Salter</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sgNhTq9930KEF9Hy6xcmR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11232</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2502">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283590</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atlantic Starr</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21ec8cfd9feaf1acf1b193e295cd80bfb1f5bce8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YdVmtVBpIrv0N6WiBzSqm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3606">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SFOkFzbmtkUJ5A6LcYPWB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Whatnauts</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1f845bf5f722d3493a2e4d8078b25616d32af87</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9741</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3200">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'philly soul', 'post-disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/936750c2444c07ffb3d344c20b6f4dfe6211fcdd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FxBwdg0z5WkLdlAbe7GHq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ritchie Family</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13456</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6025">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">957</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat', 'vaudeville']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39c5f41a83a1fe71034356dedf1c7169d871df42</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Vaudeville Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UD9XOagGdElo7BpVzLltZ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11078">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QWtlPdpaNnvDRaFq5gKsV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Made famous by Javier Colon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6460">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188063</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'modern rock', 'philly indie', 'pop punk', 'screamo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nq64XZMWV1s7XHXIkdH7K</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wonder Years</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f22072d82c1f0a2b3eadd9b436fd415551e6c98</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1665">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1516</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PLakF1tFiv9zn73N2UjaN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8108c8f7d91287607898a6115523c46f785e071</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Cox</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9871">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KGqHVetCqZiKRRgjrUBdq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34cf50b033a99613bb4f2650bf194f186be2d353</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6689</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian McCulloch</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1862">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4a7CDXcRCXi4kp5z7SEXtg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Loeb &amp; Nine Stories</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/834c595bc8f2d007bfdf9d1d87d09c68a26b4089</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33755</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1471">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215280</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iSKnRZAxkmqNok6tv10Se</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crazy Town</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f287d292b39d2679710829de29857924ba3b95</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/679">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67f8bed710e95d1586a9a9635e2732a2025fb61e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170895</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ahuvq1mbb4idwG1iJbSFG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'pop emo', 'viral pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cassadee Pope</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6012">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Artistics</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iy394hZHUSLDMIxAnrz8x</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'northern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d5ef1949e982b36bcd2d553973d35c7a04d4970</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1619</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10670">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qvrPNpxPds50NhU4IBnHI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70aaf2bf21eafa35c5b3ef636f11422e0620af83</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Victor Buono</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4365">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fhX5cgW9CIJ363zTqAP3a</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6726</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alpha Rev</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6457c58be1661bc76f44252b3460cbf8324797b5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6649">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86094</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'hardcore hip hop', 'hip hop', 'southern hip hop', 'underground hip hop', 'underground rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Price</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2x6jz70u3sZq75tW10akUW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd6424e2f9d8cd85b636dca8f44f5acb35b197ee</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7607">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'indie pop rap', 'underground rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grieves</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92462</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ActkR0xU2ZiDhWYhijydE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc691a2ebd6f455c073146794ab3d21276dbeae4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8002">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e726c85dbba82eefb2781fbd1bf6aa8dbc3799f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathgrass</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ec85Uubz3lO7BIEvcBfZK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Reverend Peyton's Big Damn Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathgrass', 'indiana indie', 'modern blues rock', 'roots rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25089</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1109">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amina</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2744</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">shaabi</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['shaabi']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">642UEJuKWqIch9pOmTWquR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adb812f1017cff76bd4e0c2e0e611b97a1e9e6d7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9215">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6505174e4f064a68715a400e6628b6bf89e08b6b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2368</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64PbmJodBtuaLJ9DpE9wDF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Injected</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7503">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Braun</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0bf1081a319f79ad2afa799f6dcd93022b0821d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ThkLup6LmqCUuHuG434zZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trumpet</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20023</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trumpet', 'smooth jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7237">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'jam band', 'melancholia', 'modern rock', 'new americana', 'roots rock', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43O3c6wewpzPKwVaGEEtBM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00706925baf36814f2f71b0c903b94d6af9ce5d5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339171</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">My Morning Jacket</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5666">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afrique</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b07e97977723828e5907d0e3ba6bc9ca7f11e387</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">659</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55uiMDTDMlgXRn3djYbrPM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/628">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f78ee9d606184ac3ed4479215181f68b07d3ef5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'ectofolk', 'folk-pop', 'indiecoustica', 'lilith', 'neo mellow', 'pop', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">598521</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vm8GdHyrJh2O2MfbQFYG0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ingrid Michaelson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5639">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hFVEbVkQ4WadrNGOgvHLn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Peppers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71c65eafb75b86df12a10849a5a8b65f9451d18e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2902">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dYkMe3wK29DulSa0uR8Rq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'folk rock', 'folk-pop', 'lilith', 'mellow gold', 'new wave pop', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86e0a7d82cf98814a31cf1ff436d9af3b195d3fb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rickie Lee Jones</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84382</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10839">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OpnoUqoRIHWbsFs4Nw0NQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75246</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nat King Cole Trio</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51500796fd199badd1ff68637a2e528b3c18972b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'swing', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11489">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4168</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Music Sounds Better With You</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GegXcLlaswfEbhBpYW60f</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd15bcdb02bf2726d10b2efa104cce4c40493fda</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7167">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'alternative metal', 'groove metal', 'hard rock', 'metal', 'rock', 'speed metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DFr97A9HnbV3SKTJFu62M</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e025897bdbe59b91c8acf1bfe4c5d8bd9476b23</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Motörhead</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1834866</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8821">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">481O9YRYc0ifnh00ZS6no6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'industrial metal', 'industrial rock', 'nu metal', 'rap rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b007a38c256c5dd835086affbd739e7c052ffbbc</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30371</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Light Burns</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10923">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Do I Hear a Waltz?</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gmNwn4oNHwP0Vt8f0u8Ep</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd8c8ee1e30c0eba9db53fc69375b5c1c15f479f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/988">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dfw rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dorrough Music</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80c9661efbbd5829af6caedb7d5f9a5d29306da9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dfw rap', 'dirty south rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MAp6rMiUJjRLXMWtArXRS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33448</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1024">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashley Tisdale</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">676387</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ddxtfC0oS8LoktXUHE7YL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6547d73479bc4e160a2a2c818502396f7315f259</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9360">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MSTO40bsb3DOJQT6xLsIc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country gospel', 'country rock', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Judds</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c78a9ab09fcd6ca8ea0f5763405188a285f0e9d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278232</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10872">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39559dca9e0e47f6d3d70c031f01d1b532e1c9ef</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Percy Faith</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6unIK8JFrGemCge3NIUDKE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19309</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9066">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IwHwAislzQVmnnH4NVUPT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5176dbc9045ed11ad4df7ac7344a11b7d06fc6e4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rapid Sense</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9827">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Sensation</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee7925eec525c93f7cd2da57e847f992f9458185</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PN3ekPGmEflFl4srXX9qg</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1075</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1076">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68bbac1825f9ca4e8470c14b5545b792df9aef41</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nfYGe7IIuuP5bMY1jkJP6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jermaine Dupri</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178341</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4278">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99c2b2bec12d6edc70e54f3caed873cb4bc3d2ee</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FNefsUIddQsI81cmIJhta</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Firm Handshake</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1885</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis indie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9006">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UUCW8mTsouClJtN0wZDsi</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4364</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/269e9d2eaee9bac50faac29bdba8a0573b40a02a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5994">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kxzoQJVR99hoPEFSx5WOu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/209c4427873499386158273dfbee7075a7fc4ea1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Back Yard</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/345">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Ray Cyrus</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124843</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60rpJ9SgigSd16DOAG7GSa</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a87c6aa879f5dde3cb5e11e73ce01d145322ae42</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10450">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a031e1b5edadcfd49c6ccdddaa82b485cf9045b9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Letta Mbulu</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iwwcDXXToUdUoDYP70EA0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'afropop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9879</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11115">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b053d5bd9fd93f868c02fb99359d4d8833e4b38c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3757</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Edwin Hawkins Singers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lEzfSVcNRLDUKdI7fBDD3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7825">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/822ffe8acabc54c538b7377e0345a39211aecc3c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark wave</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark wave', 'ebm', 'electro-industrial', 'experimental', 'gothic rock', 'industrial', 'industrial metal', 'industrial rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skinny Puppy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Mu0EMEsUIVE132pNMywns</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92456</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2579">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74617</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'country rock', 'electric blues', 'modern blues', 'pub rock', 'rockabilly', 'roots rock', 'southern rock', 'texas blues']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fabulous Thunderbirds</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zmLTiN3NBNCDECRbbJKkT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/001f5415ef34d57a8a1a215294b23748d441d038</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1069">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23apFYuBTpFemqLDn8ViLW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cisco Adler</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2a7450e4c67353fea573b524288c9e6d97c4124</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12063</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9679">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lt6zm42eGWzljf80v152L</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ottmar Liebert + Luna Negra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4374f15c7a3fe90a9b04bee36bd39a1f966ee826</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco', 'flamenco guitar', 'rumba']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5878</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/309">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pKCCKE2ajJHZ9KAiaK11H</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33554047</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fc2f537d678d701d7d143a8fd4f0c2f29fbde22</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rihanna</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4045">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Newbeats</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c52950e15f784275de9f268dc2ca4b46bbc70048</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">812</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LK7EEHFApe9FZbFRFyBDN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8953">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'tropical']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61819</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Andy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/848155c074493a627bf9fe362b8b88e4d73eee12</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uEyybDR7K1r88t6iT1oBw</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4936">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nona Gaye</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HMKwxrCuqDVae1bWpthmE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebf04a22d4c15ae0b0161bb621c3883aaec99964</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8650">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz', 'smooth saxophone']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Waters</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/623ad0730e523b2b57d15931b187d4b91cf0ca09</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kgHtfY7ECO4JWbOpXOu4I</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33283</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7866">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Draco Rosa</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7c64f4158a9843dfd235728a5ba529ccca6c607</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80446</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Vo7jk7sjpIFMk14dedex5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin rock', 'rock en espanol']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2185">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2613211</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f123bb26564d8a4cc63bc396a094cc4a74dc782</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scorpions</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27T030eWyCQRmDyuvr1kxY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'german hard rock', 'german metal', 'german rock', 'hard rock', 'metal', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9271">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NL9v6KR46cpVGigM6tLoo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of The Producers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35451f0fa8e38d8303039b8c977c1f7fb6f89182</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10222">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'punk', 'ska']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DppeCnNtvrLfEobq9Pw5r</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136261</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80cc2fa04e8b70041d4924c78731e954ee2096f8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam &amp; The Ants</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9600">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hyphy', 'west coast rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14964</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09ci97mGlIVzXxSRGEKPxl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hyphy</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JT The Bigga Figga</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88bfb173722182ab9adf9ebf72a077ffa239ed06</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4196">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78320</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mason Ramsey</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dd37610c1732d8ece15f6629c13b990e64f033b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xvpfMjWTougrRRtK7iikz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4209">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Station</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84c160d930964aa9b7dac2930add855a1b6b21da</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tPfY9OTF8wh0LDihS8uh1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6790">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Uobr6LgQpBbk6k4QGAb3V</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/039713853fa1c079497015a0bb04358535fcb71a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">474955</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I Prevail</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nu-metalcore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nu-metalcore', 'screamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/131">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uNFoZAHBGtllmzznpCI3s</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Bieber</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c3cf2ee3494e2da71dcf26303202ec491b26213</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29740214</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11214">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96ebbe582e24f0f7fdd1cd8bf0ce862467c4f3b7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'orchestra', 'scorecore', 'theme']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oQJQUIpJFFnfKvHJA0xBu</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The City of Prague Philharmonic Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93399</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5468">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hMZ5ibFmJwO6dmackGKAj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LeBlanc And Carr</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7823532f2820b3e399d59fcaa5d9a5d8e277acc1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10642">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/247ecd48166393eca91168ae468fec6d39a19c2c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Revere &amp; Mark Lindsay formerly of Paul Revere &amp; The Raiders</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HuFLN6ooF05mBn9R1v61B</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3668">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55992126e2a79d6dad67c4e9508811ba19abc586</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Xi59sEw38vRvwleSAVqoo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179732</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Robbins</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9859">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Dice Clay</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7930aa323b07855e3fc1b6bb675830e5a99de26f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KrDd8tfcITeBIHGXXIx4s</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12493</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1634">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0eef91214efe5ff6c141e3b2a12732a61a497c6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46lnlnlU0dXTDpoAUmH6Qx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Bega</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53689</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10565">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">411u3WxoBLRy4YBDSDcuuX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mount Avalanche</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a436dd0f40da08685167502ee3b1548a06987c4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9211">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eeb1e527cef3926ba8a53adb2a3cd4e6eab4440a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33899</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48OvglGiae55NbGoi9rkXL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Commissioned</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11134">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1680</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99d213dcc052bad4eb5ab24f199514c5c9380070</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chords Of Chaos</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aUfn3B8x4PF67MaJVAQny</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9925">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zDtfSB0AOZWhpuAHZIOw5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candlemass</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['death metal', 'doom metal', 'epic doom', 'groove metal', 'hard rock', 'metal', 'progressive metal', 'rock', 'speed metal', 'stoner rock', 'swedish doom metal', 'swedish metal', 'thrash metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/246b9e1e3514cc2d0e6d23bd513263809fb1dbb6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">death metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83096</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8235">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c63ea0f0c25e896bfecd705b1a401b3303600a6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28DlNBW2UlEVVgTuCcYtTe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105036</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Art Of Dying</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'gymcore', 'hard alternative', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5772">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18358</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64wt8mWN95IlFYslRqIlMD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae859023dbd6ed6891e39fcd48967e42af1ddd11</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish country', 'irish folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel O'Donnell</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2181">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'bboy', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap', 'turntablism']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric B. &amp; Rakim</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3749993d2b60bbbaa02602a09737f2107cbae4dd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302965</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jHG1YQkqgojdEzerwvrVv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9139">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/556e5a28d9ce9e05fda5466861e354be3ad6ad9a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RDl7kNfhB72Ojsc2qiyfy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132731</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kindred The Family Soul</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2831">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'mellow gold', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13053</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karla Bonoff</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZIMtrSe8sINPurERT4tRa</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17f64c658de1135e389e404011482e1081117a4d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5722">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'latin rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18955</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vmTJisPQCD5ThbxbFehAB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/726f816b7fcc880fcebb5651aaa1a9570898dfe3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Malo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7441">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94e31b864134fb1d507a6d41c7aaf5f4876c210e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6422</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LQOvElJ48TNRoHPghgJJo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Furstenfeld</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5052">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['belgian rock', 'classic belgian pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10595</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dce98a3a475113b0ee140592c5e8fc3c6f685a26</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">belgian rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soulsister</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">051LEaPnq5bbqCtEEowPgZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4115">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">498</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bfef1a8b1cc7b9159335c7e4c56af70e1a6065f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Chamberlain</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Kpw1Yu7PGX4iqfmL1qbJ0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/45">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bradley Cooper</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114284</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d207b7babef86bfe4da836d90f894292c78476b7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VIvfOurcf0vuLRxLkGnIG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5420">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf77d6b8162f1bcacefba515938c46314cd68900</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Witch Queen</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74iLRrAnxEq3FXrYhw57vQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1300">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50UMTib697JJ44le8DO2Va</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f42e7b884f327952cedf14f53e5f6a79b62bb838</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Yayo</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142397</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9352">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c77fef271227791bec2a6d6404e9e57f83fe9516</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorianna Matera</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eGXmq4r75swDdu0THZH0x</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6102">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pTHurRj5AlQGnHRHTGVOs</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Davis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19595512a393edd857f16a4ef13805d469d26b21</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/346">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30e8DmahrEamvLbFRPdWmk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Moore</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">994037</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc0e10cfd36c3b8dcaf0715290d1552efe93978c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3690">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cufflinks</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tMU1lEnU1nNvSlLhU4qBi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93bdb9c2a4cb9bc0d15e0ca2f43b875604cbc024</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">443</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11516">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Se8xpgCBmfXVnZqRSRRH9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tribute Co.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4e9b2299fc5cbe4332251c91007f365b37f87e1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/712">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">481398</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M0DLz8te9Q1lNIXBBwvfG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karmin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfddb43870ce59cf445c0915da6c6ae31c1e157b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2299">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f17cec1f5f45a1c47b9e51c0db1ff45d358c475</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313748</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jS7I1u7BpgWT9ssG62Zr1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Stansfield</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'dance pop', 'disco', 'new wave pop', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8548">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36931</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama metal', 'christian hardcore', 'christian metal', 'melodic metalcore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maylene And The Sons Of Disaster</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78ed2acc0655377d852aac68133bfc5f6914bfb4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qSQDLG1CdotFh8eWhm7yT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1694">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'funk', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2r09Inibex3C4ZNTUVSG3m</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">952846</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Sweat</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/829a4cf093461f3965cd104ee71a14b9311a5984</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7369">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">462225</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86ce0e373cb29b60cbf072cc920563456e414753</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessie Ware</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Mq7iqCWBzofK39FBqblNc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'electropop', 'indie r&amp;b', 'neo soul', 'pop', 'tropical house', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2321">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24hJWbo98sH84tb0nkeaqy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'quiet storm', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael McDonald</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201373</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10886b9edaa37461aad63ada30157396bb49188d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3841">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iNNWK8bYjc5EK0waLk1J1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02b9a077c9972ca7d79069f1485da39e82634af4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'banjo', 'bluegrass', 'old-time', 'progressive bluegrass', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flatt &amp; Scruggs</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22819</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1763">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cMgGlA1xGyeAB2ctYlRdZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38e97e641a4e2c353e10e98e17c97de06ebadf3a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">462992</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gang Starr</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2406">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">485193</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bacdd26e62fbd8527771196f5f708ef060cd898c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'europop', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0z5DFXmhT4ZNzWElsM7V89</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erasure</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7339">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31HpswGOiF0Mc2wm11sIoN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69564</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Copeland</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'piano rock', 'pop punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d10e1384de742029cd6b703a97cfa1f600a23ee</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9616">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Levert</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/416e06939f364b3a7ec18c15c506354a8fc4a7b2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53ivpdG4NRlsrTDOrENMFk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1544</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2775">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65c5si0ePAwkOCn4M35Ho7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88751</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sérgio Mendes</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c853b6ad848fc630fdce12d87f6b87285dd3765b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'samba']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9559">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harald Kloser</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4371</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd26a7aef21d24f66bc1b0f70145176d4ba392fe</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CrDa4z7UgtWJSGLlzyYV8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4485">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33200</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e635bb07e0d3a25eaaad88c8108f2973a30a24f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.O.K</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06JH3wcXkJg7eoxZVMO1UX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4422">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47897</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HB65P72dFRiOKvbLLcil2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bed81fc6e2028fa4c7d01fa2066f4d600b511f03</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meryl Streep</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8478">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39244</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Swardson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78LOZfmCBpTxTkuqxkLWB6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d51d0e5b0196f8388a64e7f0b4c26ef85cf9686</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/174">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73sIBHcqh3Z3NyqHKZ7FOL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5365789</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ac898747b4ad4c4faf6025221a95266e04bf972</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Childish Gambino</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7258">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kbBWco9PZ5eSQsNScwG6U</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'anti-folk', 'chamber pop', 'dream pop', 'freak folk', 'idaho indie', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'noise rock', 'slow core', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Built To Spill</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152860</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a74f1ff7a0774657959e7610dec7c863493c15fa</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7602">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ddt8PPvmWrI9mJQy1VrIG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'garage rock', 'indie rock', 'modern alternative rock', 'modern blues rock', 'modern rock', 'punk blues', 'rock', 'southampton indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Band Of Skulls</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/295d8458cf44b79e19c9fc58bbe1ee0f7107dde1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186667</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9857">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nuclear Valdez</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Al9UJ2bG6v6K9FgJ21pn4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">377</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaac18ab4e7403ac2c334527451dc2e4a2249133</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9326">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a06019198915c1a98b5660da67c08c1b2e9a7b95</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'christian punk', 'christian rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The O.C. Supertones</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61uwXZTKqYAAoXz8XvUUbE</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21695</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11352">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01383e1afac00fd2c0819bea7824bf3f74294a98</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">090ZSUAsRlmdgBNGP3JpGE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Muse</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8667">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54867</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qrdhnXBOzRt9OSmL29IFO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard alternative', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b80ffa62ca0bcfcc1dac06f447560a60fcbd82d9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5926">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Jones</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PH4wHvxZILAWbURhH2JBh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">491</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9d224d0e3145da525802319cb4af548052c0a57</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1137">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf95005638faa49084ee28837830fb4727df5420</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZhjJOJXXwnPS8PrXdmjLw</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">UGK</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">444256</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8575">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13W7XLRXdWeLmIu9vacE1w</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a35deaf2618ee0774906c533ca071ab4d275f7b8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jarvis Cocker</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56857</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1601">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anastacia</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1348ab9d201a5bde1b6471d5fd3ed52f252b855</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2siHvYaxjaW5rKVRiIrMYH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'europop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178009</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9513">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9eb7ba26bdf22f39be3b15f6b117325dbd44324</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'new wave', 'power pop', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18459</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0THUMJMWUd5L8os9K6O4FE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">World Party</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5033">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157344</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22282KfMxDo2PMjnBc82I4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44c09ed930f9270c0cda313747387a240af6b889</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip house', 'old school hip hop', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Biz Markie</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5180">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Godley &amp; Creme</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b521cd374b5c64d2cfdab50492221511836ac9f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'new wave pop', 'zolo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02zGgCB9SiSPeDYMfwPJXK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21111</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7817">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc77916fd21ffee5d650f3627990aad07a6cbeec</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42093</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matthew Morrison</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Fx1vJHj530oWC2AxnZq5z</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11019">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hKiTt4r7T02UqnQxXozQI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e07d541e8711df000ed839ba07df79e928182218</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaliyah</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7612">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12cc8b5bc9a429b73d815be0850ba845db373202</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'screamocore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hundredth</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46337</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rtsR8zno5naTxY0iJr7M0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10457">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168647</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Runaways</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['protopunk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">protopunk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eTq3PxbOh5vgeRXKNqPyV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb558047dc042297754100e562e2c8add949b234</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7123">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bizzle</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0P8V2XSw1mIo8739T1qjzr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb5765bbfa876402edf21f661ba604c5b0123715</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53723</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7254">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/949cf1680270a167801301be6f090db31e2d0f49</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78916</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109FvbnDVNag1UcJDVpFlr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Tyler</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/62">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian music', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d1053864017a0a52f0d492ebf1ac79f1a016f28</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40LHVA5BTQp9RxHOQ9JPYj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lauren Daigle</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">907125</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3454">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic rock', 'dance rock', 'glam rock', 'new wave', 'permanent wave', 'protopunk', 'psychedelic rock', 'rock', 'singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Reed</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e1e9a6fe696b536a1f9e6a27fc1ed23d2c97099</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">935623</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42TFhl7WlMRXiNqzSrnzPL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7788">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cIxGaF8qXxVby5XTjTMl9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae266659a4ef94de9e00808631958e8811480285</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Troels Brun Folmann</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11405">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">887</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lullaby']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lullaby</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df8e351d44c123b56e068d6e76ea8797c6b7cb98</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lullaby Players</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IVUK6wK1PvFI6adwUcoc4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4112">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'rhythm and blues', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maxine Brown</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27356bdb209aff9a82096ad33982f55b222dc7ea</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6542</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kCqTUSrWJEHZm2GSpRuMV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7645">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fBF4MULW5yMzyGaon1kUt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Butler Trio</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76dc7990240bce1e5c29f29273994ff1405fa823</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">342463</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7981">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'dreamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/132fa22c658b6a4d1d49fc4d67b2b2ef2ebd7116</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28810</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EoJ4ILZNAHjVtZgmWBaID</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paper Route</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6678">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f06006989f020c07d89964549c12e1436119a9f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143722</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gov't Mule</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'electric blues', 'jam band', 'modern blues', 'modern blues rock', 'rock', 'roots rock', 'southern rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zoKOcTDI9EMOhGNaxL708</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3796">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4J69yWrKwWJgjv3DKTZcGo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56a67407bd06fafd93756d4bb827c4ac74b4ecde</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Brother &amp; The Holding Company</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'psychedelic rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116433</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9753">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['harp', 'new age']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andreas Vollenweider</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">harp</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39830</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MynOMOTsGz8NFcPUImWAp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2d032b3d324aa3b4ab6cbe7d1326a4ba9b8ccbd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3404">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'disco', 'funk', 'neo soul', 'soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Curtis Mayfield</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AV6XDIs32ofIJhkkDevjm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">582102</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95c6d44385167a064c530e21c11153b3f162143c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7239">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'alternative hip hop', 'hip hop', 'underground rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95645</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murs</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59ba8f080badd22576fc92299cc045f66091c4ff</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dWF6m2ksP9GN75fufFp16</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5573">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47bd59276b5924d3d49d3756c093a404ece4e471</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DJNyqL6KaX4UoQ7xcxdcA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gasper Piano</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11127">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaliyah Brown</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qxF0u4m6DKhAPNheUYTsG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4722">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6o7L3RA1SE98G7w6FmKPPD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peach Union</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6098">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9492b0683a17a1bab085beb933be72bf98aec58a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">623</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Lee</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RCUsqvkr4V8v3fUJd7UbW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2892">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DbJi8AcN5ANdtvJcwBSw8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf05c9ed47f404fda1e5e8901edaddc10af3cac1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ringo Starr</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">413308</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'classic rock', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6552">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kHzfxMLtVHHb523s43rY1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston hardcore', 'chaotic hardcore', 'mathcore', 'melodic hardcore', 'metalcore', 'post-doom metal', 'post-hardcore', 'post-metal', 'sludge metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Converge</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111122</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9214e6c74b61543300640f3708ad2dc27a9f0d0e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston hardcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4059">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47999</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz blues', 'jazz funk', 'jazz fusion', 'jazz organ', 'soul jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GXruybcLmXPjR9rKKFyS6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Smith</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/184d3c8e15e2e25070b5573ea64596504ea9eb57</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/166">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miguel</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">360IAlyVv4PCEVjgyMZrxK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2400160</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69d5702fb1057788fc79b4d0432cb245d3d2a871</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3652">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27181</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48ee8b092a0fd57c4d75e725eaec0fca6aeb5fd9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jX7X3kRkfJTRqAdT7RcHk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cass Elliot</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6262">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TOdXqjeWbASoJqEddP0Cd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Mix</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4330">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Feber</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vDJaMnB76SSB1l9t2QqAG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6138">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6193</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glenn Yarbrough</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'traditional folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GxVmha4ELBwUE4bPyChzS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22c45792717817bf6d58f3bb8f256cac633b082f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5074">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'jangle pop', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'power pop', 'pub rock', 'singer-songwriter', 'zolo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">XTC</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6540622c946b42edd4c461f86fac6c3ca0ac61d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142931</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qT62DYO8Ajb276vUJmvhz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11106">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cba2d44a557b14a15754d4d8419a132da03bc9f9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GZnWODgp04RCsH7kv6NLA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean K.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11350">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3db4ZlgQ9ksze79UtqJt7H</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ayana</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3313">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'new orleans funk', 'post-disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11b8e662119dc534a319d7b6ba3839ec2e08669f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chocolate Milk</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3R2oR0SQba16AZZaoG94xe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9469</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/293">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sia</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13427224</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/652b6bb0dfaf8aa444f4414ee018699260e74306</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WUlDfRSoLAfcVSX1WnrxN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian pop', 'pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3197">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1421</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dickey Lee</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34Ym7wEA9olyXIQ5eRAZjq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d7e1b67b5c87abd36570872c7600f2e7c47b73f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3559">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nH8Oa5lL0hHMKQpOqujVq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Crane</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/740ef297c99bac680d129b5acbd22041844d2c53</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5550">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michel Polnareff</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aKldvGENbL4bj8TCWHuhT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70294</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8c7224b4dc825039e0c20478d16cb9e2dec8361</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'french rock', 'ye ye']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1809">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'hip pop', 'minneapolis sound', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25f1f5c249b3e3be954fcc98d2837a8aed32e172</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MT97VeycuegSicrrphisJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mint Condition</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368196</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6329">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e158142d52e5c303284cf64a4d8b3b54f320872</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sXaGoRLSpd7VeyZrLkKwt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340520</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gregory Alan Isakov</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'neo mellow', 'new americana', 'pop folk', 'stomp and flutter', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3007">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BmXbfqAgfkuTkPlVQDKOW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cde2f45d29e53dbf85a59955dab677bf3960672</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Gates</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63578</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'mellow gold', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1277">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gUMs9PE8XZVQyzCDqaYmW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hollywood', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">High School Musical Cast</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77b1746fba24b9bb6395b7574a12841491ebb800</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">998199</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6002">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1894</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9320a2400f738637d77262fab6d56fb9793152d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soul Brothers Six</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VPlW2qDDesSK0ZE0u7JXk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11096">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68e18f8811fcf57eeac2f1c638b0e01bd34ad720</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C4zTmHRkm3XRJSex4vTiZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1205</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Griffin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6046">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38a143254321ec8d492c6b9b6d159b8d6184bf41</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2148</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2meCldH9KV1ehJBoluZZag</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rationals</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1777">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'pop', 'scandipop', 'swedish electropop', 'swedish pop', 'tropical house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UE7nl9mha6s8z0wFQFIZ2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robyn</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">572773</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef9263000b485e9c0c44d435ed8a61b61242aae3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7681">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaokemedia</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4ae633e20e4c5ad50f1fd5eb25eaa3f5b0cbb41</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yIRvWLzgdD1tYS7wkVJlN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1080</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4438">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RuIbUAQK9fmBq08AbY6XE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooks Jefferson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5778</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a08e80982b47e7a34feb5ba6e2c3ca90baae3a8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6060">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2acf9df5291ea5076253e70a8de620f0118abc9f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">630</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['movie tunes']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">movie tunes</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55APUUV6bCtJVEF1O2jKNT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shelby Flint</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10175">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kEfub5RzlZOB2zGomqVSU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144498</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68e093d4aec6cc8f0d00dbec6d441364c5a3b3b6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'funk', 'jazz funk', 'slam poetry', 'soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gil Scott-Heron</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8828">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['limerick indie']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dolores O'Riordan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82107</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">limerick indie</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55s643XPig11NyYM8do64C</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bbf7a8a38fde7ba0ffb3d7c8e7b872db2edd64a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10714">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arthur Fiedler</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4630</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JQBcP1ceEAdwHM6cvSCv8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63f9044961dd6dd686c197c1e34e414330d7c848</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1733">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3869cb3a71cacf156c67f2a7c69e6ff65e0fa994</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JdeDdujDbS6ZeSlkXqx3a</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loreena McKennitt</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian celtic', 'celtic', 'medieval folk', 'new age', 'world']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235215</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian celtic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6034">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb818364389f6343e6b9b77b33715d32a5a6b979</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1019</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FlUCXHUxNEOk2exJUiqp1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Parker</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3294">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7s8sBDHfKZL7gFBtdObnTm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c3ae5838371d9a80299eeebb42dc7e36d18900d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1001</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Wakelin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1002">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'neo mellow', 'pop', 'pop punk', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vAaWhdBR38Q02ohXqaNHT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62c79a93a1e6c795ce335996ccde270b6488f90c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The All-American Rejects</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1545572</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10428">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tchaikovsky / David Zinman - Conductor</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37RJtXufYKRNkYXmphpZjZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1aab540506c7985a223901b22733d97ec2144919</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2460">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ohSq6OUvkH1hkslgXfGMi</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70531</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Deele</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21ae4da4e2ad2c41555846841bf1edf07880ee6a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5848">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">audiophile vocal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barb Jungr</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5996218329145bc091237890039f5b4bb16ebbb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['audiophile vocal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pKCBLG3eavJSrSoiNMqNN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1385</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6507">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wombats</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie pop', 'indie rock', 'liverpool indie', 'modern rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ya43ZKWHTKkAbkoJJkwIB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3af4e33f9deb107f9b2768ddd43def679ce74813</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">684673</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10542">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobbi Humphrey</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25037</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JbqyQSsMK7TavqlR0yNON</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'soul jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d1c4b34921b188a51d7ee812ae46c34d630d3a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10236">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The A's</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EfRaz0wSThSgyKJQCUdeL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1950928cc2e3dccb0f15edd3297c6cfcd2d46053</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'philly indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5643">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cooker</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tb72OoILQRKUjdaFcvEta</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed6d610a86482be89b85b556a7efd7eadbcfcec6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9960">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37ePD9eNIUXak0LWFGNq4U</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a11d948d146c00ef270fa1e43be69883e398b833</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2135</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fifth Angel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4792">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OOhKEKPDRy8UrlykRWG2i</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordan Hill</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1727bdd2c216fb8bbcdf172809829effbe9069db</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1748</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4199">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41klVmDluQZmGGqoidNfbe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blac Youngsta</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">861593</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/839c4268be9d92033149588fc37d1022e4cef08a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10945">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1355</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72e7567cf6ad07c3f6b72f27c91d191fdbc9bec6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iiY1woiw7gL0gbd1Isc17</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hondells</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9935">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/397f33fd3f87e4a4c86f3e11140718d72918b892</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7C1CFA2GWGFc51SrvX5Bvy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robben Ford</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'jazz blues', 'jazz fusion', 'modern blues', 'soul blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56174</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2490">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22c7d5f100015ec96964a2e9f0da126b097f7a7c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">871694</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'hard rock', 'jazz fusion', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AC976RDJzL2asmZuz7qil</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9799">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HDMwoCS316xhKCZlJPBnc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05943ec3c47a757f809ff1fcb925175ab10fc681</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289159</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sevn Alias</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch hip hop', 'dutch pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1371">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/481d5e998402541a8e9e736303215bc87b648e23</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156443</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lE6SEy8f84Zhjvp7r8yTD</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syleena Johnson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6416">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Howard</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ec49cdc5e055089b05e7202bfd52cdf7ab63fcf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5schNIzWdI9gJ1QRK8SBnc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british singer-songwriter</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1595212</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british singer-songwriter', 'chamber pop', 'fingerstyle', 'folk-pop', 'indie folk', 'neo mellow', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6459">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'emo', 'melodic metalcore', 'metalcore', 'post-hardcore', 'screamo', 'tampa indie']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ab797163eab69ea732ee99b9956bea4f316c019</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GzWhE2xadJiW8MqRKIVSK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Underoath</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336304</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6242">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BDI9Iqt24gl4RGdS6hWs9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11391</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Peterson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/753ffe6154f5ceb29954da2874e4ecd20ce24778</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/283">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">805104</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cIc3SBFuBLVxJz58W2tU9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie poptimism', 'pop', 'uk pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oh Wonder</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08855f6f3b24efed3426583e06b33cc7fcf0f28d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1726">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cGwlqi3k18jFpUyTrsR84</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1155727</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94390c15f4b8ba12d111a0b166a5b2af4dd1d694</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Verve</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'modern rock', 'neo mellow', 'permanent wave', 'pop rock', 'rock', 'shoegaze']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7159">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51828</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27a89a8d86a92d09b3bc8f76637261c272551f25</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Violin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zeHJ3kiJyjYXlIOcG4MA7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6961">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Band of Horses</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OdUWJ0sBjDrqHygGUXeCF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">739380</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f9a5013134de288af7d49a962417f4200539b47</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5168">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oxTKyMgf6POnzlqM1mduA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'classic canadian rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0df2adff138f6f5fa38a65a86cc61703e2b80f7d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21543</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Platinum Blonde</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4663">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sPuAjy8SuvfwXNVgt52jg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06e2eca20770c6ec09860ca25f62c3ab4e4cc2db</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9957</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emilia</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1980">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f8f44cd6bc70b2808d5b72e907c5dcd04d515af</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VrP5BkyzDhY43dWMlaYjD</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joshua Kadison</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14539</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7181">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Politics</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236746</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RbyaF3Pq6iDUKNp04AIcU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9db90cbb542bf23d6409875450604f4e364f22ba</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'modern rock', 'stomp pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2216">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.G. The Prince Of Rap</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e11aa09a9068e4b61e446280e49d9d8849c982c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3755</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NyO6lrjoe4s6Uk4ns9Tda</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7113">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">744816</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8549ab33ac2e21159cafa4efc098fb021475c118</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Escape the Fate</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ojhEavq6altxW8fWIlLum</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'metalcore', 'pixie', 'pop punk', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3491">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cashman &amp; West</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23e882a38514d2dd61ddc54fbfe85c4c0846a8b2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68aHfbY66586eamohlITc3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/70">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39NR3AUhpbbqKM33vWn2fp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a155dad129488d3a7b6ab980e12c53de1215bb8c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brothers Osborne</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'modern southern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">505023</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9618">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb291b8fea6a0f896b97e8dd04cb72b7a90ddc21</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7L3Inj9ODxosrwHuxoeyLl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Bassman</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1775">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19920ac4717b4d8b70a27f1b8a72ce761ac46272</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duncan Sheik</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37599</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AO6RTDA16mg8czQI5Y9K0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9402">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryan White</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47373</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56db26d454383fe2700981ff50073806472538eb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45kyLFJs5SIEqyzfVopuSc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3244">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvin Bishop</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'electric blues', 'modern blues', 'southern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42144</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ef67d8ca8584e9a2fa8bb80a44439ce86e7c109</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2G1yVp387GlUf9yvLk6V11</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3257">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7e934c915976e7dd75c8030fdff62729cb42068</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">438JBZR1AR0l04AzcYW9gy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harold Melvin &amp; The Blue Notes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225136</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7443">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Code Orange</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b4ffa564333c9468e2679c156638eab3d7761fb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81063</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qtECqesbU29iftyeWmldK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2990">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Photoglo</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZeqFaMDjGUe1IHJznXUbr</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3955">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e633368fb6616b54d50d1e97f524b8fb60aaabaa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WyRpeTt0MNjh5ogMpyfgV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everett McKinley Dirksen</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8717">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WHoAjAWGx5qLsgzpaOk7W</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119644</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b996d6f73462db71a93f33fe63272349a58ce8c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hercules &amp; Love Affair</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'dance pop', 'dance-punk', 'electronic', 'filter house', 'indietronica', 'new rave', 'nu disco']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11376">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i0ELbteoVYQDbSNCU3Spz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cliff Nobles</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">731</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6710056026821332c2cd368b0ed5a5c9b871e00</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3355">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69Fk1s1lzINOKqoSWjjEiE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45e9a31fbcb67e9a8a2f435faa97f09f4d688f41</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charley Pride</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201615</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1845">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/965060777aeacb43659097cddc16b741785a508f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">839154</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oPgCQqMMXEXrNau5vxYZP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracy Chapman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'pop rock', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8178">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BjHiejt4AKg6BHeCjtAcF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NKOTBSB</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed73085b4e4dbfbcbcd57c2b78ab04b0b65fdecd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28051</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8429">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swindoe</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BorxWOt6r2AZsOtXAzQtV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cb6c9861b22d9a4dd7c0bd627b94d473d1fdcb0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7862">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative americana</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative americana', 'alternative country', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'new americana', 'singer-songwriter', 'slow core', 'stomp and holler', 'swedish americana']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57kIMCLPgkzQlXjblX7XXP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phosphorescent</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dfe24344b0766d9fad238f10cedc7c82d4abfe4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150165</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1923">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2M3vnW1p5w4uPRkLYTbvdB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rusted Root</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5b373320c9227139aeff47df393465a8e579351</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'pittsburgh rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92658</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6585">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b8c4b3ac02f44c70c7bc728cb85eb755ea32530</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelela</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'art pop', 'electropop', 'escape room', 'hyperpop', 'indie r&amp;b', 'indietronica']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1U0sIzpRtDkvu1hXXzxh60</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196187</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2319">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock', 'new wave pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47015</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aaa4a0e762aa4ec3ad6d109d1b397d5321bbd328</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IYnSXO40Bh7Zdqhf6rQoj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alannah Myles</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4702">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96411</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daryle Singletary</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mQ9wgWshECdFsDbT7ATzT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/381ab361dd2275bb3a990bf54af38520153d42de</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9400">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aQ7I4C84b5EPAFkLMhpin</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5th Ward Boyz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap', 'gangster rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3cfe2e4eb165c99b78867e492a3dffc0012537f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33548</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4497">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordan Connor</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Pq2VOGMf5CyPnzTqvgOq1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10289">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Joe Perry Project</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1649</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2y3IS9koZz1AsxC1GfCcoO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b089b1b3cb3be09ffde6d0f32c029d03c8605bb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5051">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5162</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moving Pictures</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">089zDeJWWSaHm6JE4V3ser</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84615ea2b51960c80ceafb310b504eb8bd422bfa</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4252">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7E03HXnm4pbRfW6O1tVFIL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chart Stormers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b8b6bf0898d8a0fc7691770ccc9cd3fa5e8bc78</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5434">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Dash</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdc9790979e7166ab3647e8ea4ef26b4b9ca67ff</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40GzTuEPg9xjzGeXJESEMH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7853">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FsRH5bw8iWpSbMX1G7xf1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9266ba92c855bfeabc4509552a67fd2a68b5c939</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2827257</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joan Sebastian</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2063">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Hornsby</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'piano rock', 'pop rock', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iM28IgKg89v1o7BTQAVPo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156070</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a9918e348aa477a0ff168a33fb1ce8c48fe0c6a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11109">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf36b3c493652ca472fe46b8c4dd480ce3c98525</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Twilight Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10929</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cKVADiSeLpHpIYYaQ6u1q</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6704">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62738</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Afghan Whigs</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'lo-fi', 'permanent wave']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IDrRpDz0cOuUVC32c8PKD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b58db8f3c69a4f8a03ced30cefc2b22342f8aba0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/923">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afropop', 'south african pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28987</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AcV1lk8Zrgo1691PDWEle</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afropop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdc8cf94774db4f0066ca1f90eb3fda45955a420</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freshlyground</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7206">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70712</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TCXgdDPm10ensLNCVnIYa</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40ab1c0e5c1a0ef79b9ac6a5dec35d98d29dcdad</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'christian indie', 'folk-pop', 'indie folk', 'indiecoustica', 'nashville singer-songwriter', 'neo mellow', 'new americana']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joy Williams</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1031">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3181f9da53d969400dc55574f2b227dc461d2e12</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'nyc rap', 'pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">377048</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Uh8uJyN9g7oFjDK16nJgb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juelz Santana</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10313">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea10d7f0a6148cfe1726e7f97ef72c83ce580dc3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elba Ramalho</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['axe', 'bossa nova', 'forro', 'mpb', 'pagode', 'samba']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ph6Bt1mkDlmf32PSvRa8A</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171987</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">axe</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3242">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QHvbEwccF3WANUD5lEIuA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver Convention</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17cd0105823d5e79b14cce90d5a564f323fe4d4d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33417</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2948">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fb0c4710c8888a993131172b1ec0082d8b28426</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OzhBXZZSU5bqBvRnREvVr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joel Diamond Experience</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9778">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm', 'brazilian house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RloA7E4XMItSP4FjMBv3L</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">illusionize</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186771</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c15185d49e61dd9dd2b54375760ac18f9eaa5ded</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1669">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'pop punk', 'pop rock', 'post-grunge', 'socal pop punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/930559d8e8da808f86095ea6a739b0d049a12364</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lit</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159870</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mgr0FFpvy267wKVAYg8qp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8742">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56272</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LsTFjEB1IIrh7IlTxs1GY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58820dcd07f8293a84730681697e7510597968eb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phantom Planet</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10673">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55wOEGTc3QKwBJ9gntcOxT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3559fbde520c3e80a2c1028b68e4e398ff114a1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'folk', 'folk rock', 'psychedelic folk', 'psychedelic rock', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pentangle</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24933</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5307">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Home Free</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145650</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MSlGNpwXDScUdspOK6TS7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/110fea6ddb930802471be8420a9db6f1bb095e4a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10419">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'classic uk pop', 'german rock', 'hard rock', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77zwstbi3x1IxnbDFg6uns</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89785</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wishbone Ash</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85ae58cbb9f0bcbd764cfb0044eed866880a2816</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10354">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Bromberg</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4688f1d34b0381bb838bf33254d37ec29cd41ce8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SOCskFcUcLj7Ful8w8KrL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'outlaw country', 'piedmont blues', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13601</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7794">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29BXWpk8CfbQ4DJW6B6U4E</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wrekonize</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37786</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be2104da2dcb596d78d5891a00b6618d31bbbe8f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3153">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c40c48783d62db32dff0bd510250d7532b856ee</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">550555</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ptmyXoL7poH6Zq62h1QT9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merle Haggard</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7013">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iswhpc2w6na3lS1vehFXF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otep</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'rap metal', 'rap rock', 'slayer']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213920</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0795cd8c24582424869bb38d3051ba597694e0f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2382">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5S3EbUETKlfsBRUiBKnqer</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ed48145082ca57e8abfc615cb20ac1c201a2e0c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roachford</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19018</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6882">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chinx</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c4adb25849271661ff83e7d2ad32a3c6cea6903</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DctCFD8X80VeY7WLC86PS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146051</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3331">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SvG3y1gYAFOsv9785Xu9T</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'folk', 'nashville sound', 'outlaw country', 'singer-songwriter', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67742f64f013fca4bf85ca63460bc98810063dda</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom T. Hall</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92166</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6278">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X5sDGyZvekLEEbM1bm7GD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Ward</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6821b14d33124b170f736e035d1b8af9111c5dc1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/691">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250410</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie poptimism', 'metropopolis', 'pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxes</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e227293903c72fe67f2ce8231a3e17980e31fdae</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qRll6DYV06u2VuRPAVqug</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3015">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20761</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YLsqPcFg1rj7VvhfwnDWm</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1995c2dfdf8c3ec007a1e0abb032a6c8b9d2616</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rufus &amp; Chaka Khan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3338">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Björn Skifs</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop', 'europop', 'swedish pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59359</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ek3VdZ8EPmcvgRIqnHlrF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d942d83d534f53adee1086729f01c7ad17c4c56</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9973">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7eac9e6cb8661636d2f9dfc936cb1d8506dc4ba2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1674</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IKyZkmNB2I8WZ6B6hUZrN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Balaam And The Angel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10779">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09bcf7a29b4cf767c20ce10ca4db63c92bd980c5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wZzHxq7jsbvHWbrXwPXm3</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sybel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5227">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">564</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QwQWnVXIXbKPUqSFjANCK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83bf34046262234feb6cacccae89fb1f02c795e6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Streets</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6484">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PRhyme</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37148</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5275096a8b6e69147aa93af5524e213cde2bf16e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ypEjUTTCcPB0dgjQBQyf5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'detroit hip hop', 'hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6447">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dqGS5sT6PE2wEvP1gROZC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">724118</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7589d3af38aea0b36336e1e7049cb2e7ca248da3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flatbush Zombies</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9280">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73f629aa1578e7323b641245475a5689bd106e06</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slimm Calhoun</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10291</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KFSIyUS34wLYZ5MdU27Cc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6206">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jumpin' Gene Simmons</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ea1eea561138f666b8657b5d608c9b797aadd2f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iebo7ZPPFQ7cFVo5CKfgF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4144">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick &amp; The Ramrods</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74NkPphzSkrz6SIw5g6Y5Q</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2283">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZL8HZ3aYkOluy6TX9xAgK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michelle Visage</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1087</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7367">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kings Kaleidoscope</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6P9fFbQ875B2bnmdiYwN9A</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98c97a299006fe4f30413d1f89dbff0d89cc0c4e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian pop', 'christian uplift', 'indiecoustica', 'roots worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111065</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5852">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iQiyb033XXZPEz1MfLy4L</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otis Leavill</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'deep northern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4392">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Tribute Standards</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3e85e6de6c659e8019c239e1fb2679669ce4f6c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JbfYwi6VX4DlyGp0mDJnS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9922">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep groove house', 'destroy techno', 'disco house', 'edm', 'electro house', 'house', 'pop', 'progressive house', 'tropical house', 'uk dance']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac3b4444881af5f927cdbdb62244ebf5f004c936</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475215</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duke Dumont</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61lyPtntblHJvA7FMMhi7E</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9052">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1971</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06a5bc701d17af9d1d06d5bcf0b50064097e030e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outsider', 'talent show']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bU97PoqnxjKD45CrfwmC9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Hung</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outsider</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5086">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Britny Fox</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54366</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1daba73ec383713dfe2e115156a46bbefeb7a96a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FffNBBwp4PayIiCBeJFPQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5746">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie Hart</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adb0fbc1e938527fc0f3d0bb58f1b4d8659363fb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cyENLzpUJ2GfZJwmWxlI4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">711</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5169">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55yEsJBqyn27JPsw5hHzqi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Seals</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/385ef0b56a0065966a5fba07722e871c69ee1cc5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74173</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5065">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23536</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'symphonic rock', 'zolo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67ACRXvvMXGf3zGJMefM63</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adrian Belew</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d93d34975a352387c017d142a8e7fd1c0f595f3c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10995">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38d2f8cb4d2e8947e88025e6aef7079687f0871b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dragon</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45705</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock', 'kiwi rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">622HMYOaiqowUmcd5t3b7t</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2400">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1373</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Zander</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7f32a38a3fe5a4ebf7de50301853446deb023e1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IH6Xg8ILCVJIiGVIYklK2</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3533">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenda Lee Eager</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20oZGZ1A9cCSkDtifcp3ka</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/003403c526afaac2f3d20e4aeeeb895bb5ef7920</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/781">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6048</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'show tunes']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E0WuV49YeVlDWrmLf4jKK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Kazee</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6429">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iration</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e088c73a3fa520af246819a87fb04b92c1c4bc5e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0q9lPhJHW5R9J7RXIJRbTk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jawaiian</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jawaiian', 'reggae rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235984</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9742">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/950cdd6ddba66da6a9bc280373a4cf669c879852</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bass boy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">688</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2h3QvaJW4r5FLrnJ6m2mIz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/617">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fb26a06a13354b60dc308188ad2d8dd0fdc608f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zxvC7CRGvggq9EWXOpwAo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop edm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242839</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kiesza</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop edm']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7053">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tdsh4B7GuigHI4vPtUs87</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adore Delano</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113287</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19ebf040effcb1b367523aa29c80db5b8025bc29</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'strut']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9894">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kwame</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68758f54c1b05aded0f463fd8c054bdfa16cee52</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8648</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1umabXWvqNiWr1XHFjZQPD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/996">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian alternative rock', 'christian music', 'christian rock', 'post-grunge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6394615957f0c7c768e7e8432c20a5062c548423</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49bzE5vRBRIota4qeHtQM8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skillet</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2573730</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9791">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2557</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fpJV9CO0wYOX3KYEXSSso</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b90b02cbde4f15418b8bc09ecd152e28ff79a703</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ed O.G. &amp; Da Bulldogs</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston hip hop', 'deep east coast hip hop', 'east coast hip hop', 'hardcore hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11288">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swamp pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swamp pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">792</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/380fc70032a8c86dde68bf36fb36fd490203fc18</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02FT4qRWquTbmIJSSSp5c8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Boogie Kings</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6999">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VJZYivuYJGCrPuOAnI7Qo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82138</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a762535d308d838b08ce35d56cf80eaab786e87</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ANOHNI</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber psych', 'escape room', 'experimental pop', 'metropopolis', 'transpop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2436">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Carmen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ekjTXgjxbWwBX5lTAj4DU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119540</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3df5b1eb9e7feb36230b8674626dd51d2bdc839</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'bubblegum pop', 'disco', 'folk rock', 'mellow gold', 'new wave pop', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6387">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0W8xe7IqAPlnBRMUpWOUuJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfcecbf2f468ac224e860567f210ceee2d73f6ee</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indietronica', 'modern rock', 'shimmer pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122260</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meg Myers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8937">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12b60555f60237a2995c8f627ef1efeadadea3aa</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Original Broadway Cast Of 'The Color Purple'</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3019</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bDT084L9uerDDCE9Uzoan</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8201">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror punk', 'psychobilly']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39tAB8gHpYHUv5OrEPU5qO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15659</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9e96f6143468aba6c8d34e64f2358c23266a77d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick 13</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8692">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IAZ2xX1Ovh5jxhBWE7wda</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donavon Frankenreiter</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256934</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b40a3ae8f1c5126750b6330770ba0dcd66cc738</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5343">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">488</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3f0bce4c5632e5b12246f24d5dc113f97dcedf4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Black</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eRexaEYzDIxZh6S8HhJLy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/650">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Idina Menzel</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73Np75Wv2tju61Eo9Zw4IR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204016</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6ffc85056737fd282c116f30e4757e4f1e2580b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7036">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6feba3d55a45401b5ef463ba4c8b20d764e48af</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo mellow', 'pop', 'uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Birdy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2843007</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WX2uTcsvV5OnS0inACecP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1827">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbra Streisand</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">547653</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jmTilWYlKOuavFfmQAcu6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'hollywood', 'mellow gold', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba44985779aeae639d99c3c16c5b81de5ae4bea8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/469">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'trap queen']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remy Ma</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39mHYiNmLR7p8PXNG8Wll6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">383796</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53dfe0b7d5684cecd34194ca096e2e8b59b4501c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10205">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AIo9dEYhuS3AtwhhKgA0M</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8802b1b4470ac97e6d62df5ddbf444905b18cf51</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35374</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'uk post-punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Teardrop Explodes</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8215">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fab4a562ac08cdeb965cd5f29c08735b417f5797</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4exLIFE8sISLr28sqG1qNX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182029</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Barker</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1064">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">587935</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88dbb1745b13a70ec139e4e50de79a605c8bfe34</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'dance pop', 'pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2d3VHzlOEwXvmBdS4pzOPL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LeAnn Rimes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6370">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247633</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9f6527d697edb18541485016e06ec827bccd656</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jsyANBBy6gOZUSQhiGclx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">antiviral pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ninja Sex Party</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['antiviral pop', 'comic']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11177">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6K1QRP4x7DsPrJew8q89WX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jefferson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae62fe2eb6cf469d7006b5d1548ff0a4d0e8662a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9230">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Out Of Eden</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15845</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel r&amp;b</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel r&amp;b']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd1ab179f3327ef7fbe6190c9c87a8026f927d2c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sN1asC2wUO6gDNLfA4T00</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10368">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46VUHBoq7Jvha3kTAy0GPK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fa609ded32a2d6a0a78c0794dee604e5c5b8747</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Ain't Misbehavin'</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3166">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brownsville Station</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'country rock', 'michigan indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67SxctqWYOGe8lthWjTDwu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16852</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77d30712c86f38b8b272a8e7edff437461b1bcea</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7012">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'detroit hip hop', 'hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319395</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IVcLMMbm05VIjnzPkGCyp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a53f0589c130c78f50d0eb75cbc75b48b47808be</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J Dilla</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11183">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cq9N7fQ0MqCTWcZMe2KVa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bert Kaempfert &amp; His Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e18b601d7a9f0b8546da8e1b0e19e2be5f9a395c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6516">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e0c8b2acbca3483ed05c33685aaed5d470e4601</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">731813</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'alternative metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'rock', 'speed metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Label Society</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zfT626RwO6zN3RDYeRit5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/505">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gBjLmx6zQnFGQJCAQpRgw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1315738</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nelly</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3677690af58abb70a5c5fd58d69db4d1ad705d4f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6548">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'ninja', 'tropical house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ODESZA</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21mKp7DqtSNHhCAU2ugvUw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">999896</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d45e04208b55f434f31c6a46ee33e1693d23a9b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1881">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joan Osborne</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0djV4iaxhNfYWpH60ia85o</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89609</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e0f6040969942d9e8432a5e6bc1eb152902bbcd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2069">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Way</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0c89A3W3VFXsBfym1H58Ot</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1918">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5140565bc04554978607607b9561264f43440e09</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48240</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DgjOwTN6o76J5Gf8MzEoL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P.M. Dawn</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8927">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'epicore', 'scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71241</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4bb4c2856161184c4b67f10413381e910bad3a1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BxqJ6pOCi8mkSjCbFYjpW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Gregson-Williams</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8357">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZAjh4Tv3zQYCnA7AdRJ9P</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otto Dobrindt Piano Symphonists</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3246">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53514</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67PmHOmt1tveILUtasiYAf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b09931f718ef4bca5459702a2e73238d0f7a7b4a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.T. Express</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10947">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afcf747fc812465c700d8d3b09b878ed71ba4544</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nino Oliviero</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5asbXwqLkuOLVP5x1Wp5kP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vintage italian soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vintage italian soundtrack</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11290">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ed Payne</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wn7YDNIirapDJstDluOcy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/184c0fc06b45c24f09ea60dc38e3774c969e9df9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5628">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46n0cAhBmsRJZiX6GSFmbf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Essex</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'glam rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ce134ff39b5578f9ed010c1e70809e37a63c730</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31360</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8757">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32328</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stellar Kart</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian punk', 'christian rock', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae2d369d6cf66a24a8bd448d6b7309df6e77495d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WM2QZxPsbSfFrt4ibSDBi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4779">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff6efd2fdbae0e97b78348d48a1b4229b9f2db39</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3n6CpyxZsSuoUAVdXytjot</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Juanito</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3872">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KzYAUHiKXCKpisQgRD2Ja</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/463c281ae94346c703601555889ae2a2c0264b38</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Dove</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">773</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7818">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie pop', 'indie rock', 'scottish indie', 'twee pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116823</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camera Obscura</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99378416e0b146cff1458df7ec273eaec060641c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gInJ5P5gQnOKPM3SUEVFt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11281">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mercedes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2030</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fLbFOOF8Fn5tBquvlviVt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae144fb94cc75977144eec6a2ff8d44c2471bc3d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9361">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathie Lee Gifford</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">530</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2d8ceae45312cf9ea3cf743895f17d8cc9a4e3a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UxU5K1JLQc0M0l3QaiuGf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7801">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47893</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago indie', 'noise pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smith Westerns</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63bfcfb9040879f60cdba0227a9738ecee27a2ca</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yEqgEvatASNm30zZR3ZHl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1644">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45S8rtgQSxj1a0tzCNhSeD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a92de6d0ec71c079f344f93551aff3f457b8afdd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Wariner</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67875</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3046">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4fdc14f5e258ac2eef479098bb5d41afa235f3e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273A7R9wiZyELSDRw8HvIj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4773</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Switch</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1416">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1561402</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HwM5zlC5qNWhJtM00yXzG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a164c44d2c4260d5c17df105601d0e9bb76f2ef2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DMX</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7253">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk', 'folk-pop', 'indie folk', 'lilith', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f7858fbe985b795cd514c98d9262f26b6820586</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pwHWKweuoCyx3OoFaD0Q5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115987</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Weepies</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6571">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b76d00be2c230d3a649cc7a827f3b87ab6c1563f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Movements</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78909</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'midwest emo', 'socal pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kkyfIopIiVvaPHHlbsfac</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1176">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed907e4fb1312a29d8f32d886dbda80f2f02dba5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236043</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'neo mellow', 'pop rock', 'scottish singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KT Tunstall</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zzrJD2jXrE9dZ1AklRFcL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4435">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81f2a1a44740560afef545fab18d2b61ae13a0bc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46zR9v4AslD7tu5Qbz0GSo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Tribute Crew</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10539">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ace17bbaf43c4bd9136f4fcdc3d106ca7ba08329</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Singer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zEEexBlaAamW68arysqIZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">997</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1392">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79Pqjevn76nsm1KiEgWuyS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28713</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c085a3dfbe58eb7efcb506c1012e41932ea1e479</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eastside Boyz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/890">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Medina</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uCmngYSlTEELzZXl1z1dV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82303</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b12501f433d9b1ea6b4955277115f568134b2ef</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9184">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'texas pop punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4324</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Riddlin' Kids</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c961ffa22b5ae301ac1731eacf7dbf5430020cd2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Z0ymoDrNlXkQsTmMapYk7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/92">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sBkRIssrMs1AbVkOJbc7a</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d385491147314cbbe2826da3a379902891f97213</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Ross</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3351488</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8506">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4efa6b6871a0f672b78b3d16fd5a03c6cd212d58</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'jazz blues', 'lounge', 'soul', 'vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1069752</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billie Holiday</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YzCsTRb22dQkh9lghPIrp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2651">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dIR1EJMfIsotcsUrQYLOw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/addaea3f1fcb2d1407c87db1cb68dde94b3b9df5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shannon</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2174">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68810</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'dance rock', 'new romantic', 'new wave', 'new wave pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67YNiSqhrx1P8oPvIIvbP5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lightning Seeds</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52c7c8b8662040b74a13539569ce7cacdeed3889</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4094">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18510</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d5f6b7ca78262ba24310bfdd0eb1abf526468a8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kingsmen</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iIn8H3l2NNBNHFpYKWbfo</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6531">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1caBfBEapzw8z2Qz9q0OaQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'screamo', 'trancecore', 'uk metalcore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b268a7ea2563881e07089389f9f72e71afaacf2d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Asking Alexandria</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1198660</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8021">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7228c5b21e6b81d71ece6777aeec86bb5753a48</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47808</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Uqc6c1DUPkyUQSeatexYU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'fort worth indie', 'neon pop punk', 'piano rock', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rocket Summer</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9231">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/018cd60dbaea01ea8e9b571807a58b69a6a90c73</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39849</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'christian relaxative', 'roots worship', 'worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fernando Ortega</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mGZXaZ4SWNh6IsJ57thCp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9645">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jesus and Mary Chain</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'britpop', 'dance rock', 'dream pop', 'garage rock', 'indie rock', 'new wave', 'noise pop', 'nu gaze', 'post-punk', 'rock', 'scottish indie', 'shoegaze']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237562</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9cfc8ea5851be7d6cf868712f11cb7b13684f9e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rjlerN21ygkIhmUv55irs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10326">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rumour</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">408</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34XOKvo8R7mnjdS8S0Gwvq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a8e87417128f75c576347b5edc09f4898079313</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/96">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ix9ine</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gZfnEnfiaHzxARJ2LeXrf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb2fa696eab4e8295ed211d1a051027145afa10a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4205712</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9585">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'deep contemporary country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfcc456014241c307087562bc081d27da18bb890</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10823</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rXeRTogAKT6xqOLyfC7xv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Davis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3527">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Denise LaSalle</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cec7886d5661f24d95babf1192e03454793b9beb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'soul', 'soul blues', 'southern soul', 'southern soul blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36380</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GVO1kqJHVxOarPgex9K15</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8579">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror punk', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aiden</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror punk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1d3f2be62d5c2beb2edcf98381dd6eb291803b5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56122</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FNjzdmDeHeZjU5qUJlQ1G</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/642">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'dance pop', 'folk-pop', 'lilith', 'neo mellow', 'pop', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Sqr0DXoaYABbjBo9HaMkM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/333d1b33bafec00016243092cf24de4847c25291</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sara Bareilles</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1233597</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9258">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hUnACGIFz6oHfeDIT36mp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63ced4d115c11dcbe0dd00d35cb205c1f9c9ef8a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25198</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afro Celt Sound System</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'world', 'world fusion']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4749">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/740630e3d3c43b834e6c32c1ec3150beb4a490fb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2h4ndKS2vRWeFLpq8ARu0D</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'cuban rumba', 'latin jazz', 'mambo', 'salsa', 'salsa international', 'tropical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Barretto</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75461</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1755">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e98933e4ff17a99d6d2d1f3685ef9d2cd39c676</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234634</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hanson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SdiiPkr02EUdekHZJkt58</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7667">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'emo punk', 'indie punk', 'midwest emo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jvWpZJpokYCoT0QV4OJg0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23369</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/055d0631cb374644a22e15a1546b342570ffa839</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">You Blew It!</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5469">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28913</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep minimal techno', 'funky tech house', 'minimal techno', 'tech house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep minimal techno</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a10e1aa276203fd707fa2ee746fbfc4b31e62e2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Lumen</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rxmj7vNEofe96g84qMWoV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1931">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65f2febdfeac6de306ffb2d80153fd34ece8506c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZN1AGPeivQaGK7lWgec7X</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5121</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nuttin' Nyce</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5099">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kingdom Come</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43210</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'german hard rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YFKPea38AMhGqGSqkFF1Q</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5841e4d4afdcb1e104c6ec5fd8f3ef198b66a2ff</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2008">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian alternative rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1999de3446b11ac2c0353cf4c658771de786feb0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frente!</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14013</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qgHV12WsnwzHZGUB9nd9U</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9732">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b01fd63fdf53143c707564c3395e3616918cc0f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Izzy Stradlin And The Ju Ju Hounds</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11960</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YYSU2AADFjDtqz6gFGDkC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9590">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'neo soul', 'philly soul', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oqSDVaf6RoBGreqOlgUpv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phyllis Hyman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144174</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95b490f4de5050c8fc0a7dcbe3b85b2dab0cff75</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4489">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">030sRm1rnXI9MeQ23pdax8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242904</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boyz N Da Hood</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b32c86d16627ae1d8319c65b7a96fb4ca3ddc3c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8384">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'movie tunes']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f33044fa0c707ee7e679290f2fd0beb0ec434b7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6425</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EjrRJZBrUhYqcgmYF69N1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MGM Studio Orchestra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2966">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larsen/Feiten Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">676</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">614GyAJSc7xbA6oYTvTLsB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7340bdcdf6ac5608364dfb13420863b7f984fd14</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3379">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34E3csCxpXunPGEkOVVX2g</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'nederpop', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5240598bed2310fee35963156128b1522e9b5718</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50402</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert Hammond</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2645">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51811</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a56b9a8e2b869d2d454a39a0824532aa56790711</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EemADz12kjlGwkpY4EINv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Power Station</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4696">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1132</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23574d63731b6d1e2493d59a0f2a97b6857900a7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit house</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Davina</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aOH5KvTuMD5COYEt7GaUg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2631">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SgQK24WzZf2pXBXYqHJYF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Foster</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8198013fddd03b5bd4d963436831a2211889ac79</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38503</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5979">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 7 Sounds</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19V58QRItqlQSPRBtteTr9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3212">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40ce339614e0a5080742d8e49fc1369ebaf14617</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1K522fT5ULeq6z60EHOWRt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pips</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6794">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422688</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kD8IT1CzF7js2XKM9lLLa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">STARSET</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82244578992532c0268f326dce27f763ea27332e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'future rock', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4332">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">505632</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qAcXJgt1PWnxwUgxMdyuk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74019083d0f290d41465ff8e0efa2fd38e5f88d6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sick Puppies</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'pop punk', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10858">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZbEuH9mrK9nvT7sCKpeFY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac4e182778dc24a478ae29c67e4f4c6c71150a2f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2737</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugarpie And The Candymen</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3620">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Burdon</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'classic rock', 'psychedelic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57900</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3miNucraVWk4hdVsIxn7id</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/461b5fdd5c1c70ce09eff3c0225d9e79c610d91e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/113">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b040846ceba13c3e9c125d68389491094e7f2982</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dfeR4HaWDbWqFHLkxsg1d</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18990493</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11226">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7i3os1iEWOn5UpaylRiMw5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tariq Trotter</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1591">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1172221</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Westlife</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f91466d206add41e671f0c2ad5c950707859241</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z1CCuBsyhEHngq3U5IraY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'europop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4967">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">449</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29PcabivqsoqW2yOVJyuLa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nia Peeples</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f4c08d13edfbcef8a505995fe7af5ff453caee</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8598">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian ccm</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian ccm', 'canadian pop punk', 'christian alternative rock', 'christian punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122987</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">043r4OwwUAYREkBLK5jAiV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a7157f20ce3d952820a14df33155aa296c2f65b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FM Static</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3182">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smokie</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rIqOJspxDq89aBBCUda1X</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/503f803009cc4fcb5c658fe565333e77f1153418</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192537</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'europop', 'mellow gold']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/744">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218438</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0I5HubncQ8E1MFZOlPDY4J</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ebc492274088f73121b951007da9be122e1ad64</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trinidad James</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6673">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">354</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chopemup Green</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Gpiq1hkihIM3qkYsbAQHy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a2386a0a9344e8d2276f8623f436dc8eb832701</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8059">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Levon Helm</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33f481aff69c0f092be3bddc667f3fbdfaf29ba7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'blues-rock', 'country rock', 'folk', 'folk rock', 'jam band', 'modern blues', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65949</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PWHsS9haruM3AEebZuGs9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6133">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VcPriC5JFrXJdtZ7OQjc4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab0a02326de7401ca24b72d0952a6ebc8d1c0a27</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patty Duke</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2648">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3943bfce1c5be50eee1e3d6018959e1c8fe36c44</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29984</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new romantic</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LTzUnZaptYfAFmvqW5M6D</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Limahl</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new romantic', 'new wave pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6337">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">924640</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Bl6wpkWCQ4KVgnASpvzzA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BROCKHAMPTON</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/707005c12d76bbdda637980fc187461438487c86</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2403">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4ae1eb5d134fea476f45ca7cf213432dd68f5d9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4skTgMZnk2EvSwYMo9Eu73</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Boys</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1558</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11336">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23d23a399e3fd326f0a13bf13b4d92fb73c28176</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The True Star</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57AREOiP4hZMvh5fMQS5KY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12309</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6602">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'freak folk', 'gaian doom', 'sacramento indie']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chelsea Wolfe</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZK2nrW8aCTg8Bid7I7N10</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138295</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/185836f3c7f2c96bf3b9b57b863ea1c48ed5ffae</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2528">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55vs7NT1KxcFjbMC4y202E</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48cde7a2bf0308246e754ce2a7e7a81a0a102996</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">REO Speedwagon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">950833</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4039">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a359978055e9d00cb5029fa635bea7a7f7e017c9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A3bl1xizicm2UoXHmmkkq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hedgehoppers Anonymous</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3275">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f50d7fd572e5280101a96ad03dd35f0f2847685</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morris Albert</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sFsq7NFJ0zz0uN3Zb6QJ9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6310</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3078">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nigel Olsson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44azZyLI6j907fckDCg3qI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e46dbb5d277736eea06c31952696d96ca85fa5fc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1917">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caefe744d87cac971019932a5aba62f8056d7e3d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HqrSDuI9lHuH1CDismTFg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AZ</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156421</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7407">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thomas Bergersen</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BF0bXbsdujMSMeFZBGcBq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/821040496f31cebb75daec6bedc2c5fd9020b259</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128301</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9404">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8655</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'philly rap', 'turntablism', 'underground rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hJpETVqz3jIrAH1WUzGEj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06ed7df07fbb3182e3a6a7e566decd4f662c2703</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The High &amp; Mighty</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5054">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Noise</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e77fda853874c14f68850a27c9aadcc88d6bcae</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">548cd70v7qnRrWayACDc0m</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10033">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131834</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killing Joke</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'gothic rock', 'industrial', 'industrial rock', 'new romantic', 'new wave', 'post-punk', 'uk post-punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a7998abc8930dd07915199c69482adf8adb08a3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Zy4ncr8h1jd7Nzr9946fD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3768">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7683</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis soul', 'motown', 'rhythm and blues', 'soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8b36d3d0e8976c025dd600fac31a5b99e5615fb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EkURHRbSZWjatYLo36NMS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Mitchell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5064">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dbqThA3WzcKBxN58KbdI8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44db8f29bde274dd7ff81b35ece5c47796b7166e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'melodic hard rock', 'philly indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4176</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tangier</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6621">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sBRcMH8DDR8Nsk2RoJmjS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c9fcfa1737dac42b7b38e13d4667f6cd1544da1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz', 'smooth saxophone']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79607</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boney James</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/249">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HV2RI2qNug4EcQqLbCAKS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107257</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b90dbf7e56731dd0b0fdb8df17470719965526d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keala Settle</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6881">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Suns</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">292232</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YhUSm86okLWldQVwJkLlP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'la indie', 'modern rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc6715d91a9a3f9695908fc0e674d387ec56b708</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7874">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5760</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Megan Hilty</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8f0e15b47dbafe164f4605d0bcf42e740e66742</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ks2IcGrojAKIxnUdkHBGk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10574">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26qBczggdfGcg03T1STnzf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2909</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Miles Express</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f60c8bfb02dc584d87e70112caee43f43d16462</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4486">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Lee</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sfQCt8vryixkiNcBOUlxV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6aa362e5b30919117753502a5504c2107b811c81</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12147</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/313">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84ca0d42ad25ef364daaae67b6a03b4345e481d1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IWBUUAFIplrNtaOHcJPRM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'talent show']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Arthur</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4473027</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1475">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55967818a2a713317249267efcd89872a0cf23c3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TRUSTcompany</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama metal', 'alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21ALJSG7U07dShegeJQ2xA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62559</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/931">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8e8efa3a8187e6c6175a21d93d0fe428a906bef</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Willis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qSEpijpT3YSXgxcXac1ly</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11240</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8807">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Receiving End Of Sirens</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16583</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57fbnHozNJMl16yNzt4agV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3a1158d87a90899ab6dbc992bff7505ecf125c9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/111">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">902289</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap conscient', 'trap music', 'vapor trap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap conscient</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zctI4wO9XSKS8XwcnqEHk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15a0a3ffdcc83ce2f4e2c249f1f369cc63bfc147</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Mosey</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4931">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195103</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05b891a72c523a052a810172525bd317693530e4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap', 'turntablism']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EPMD</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zpKjsMg2gw1St5WcWoUJN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8618">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a950982e6cdba09e2421b95a4c8780eedd82825c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1546</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melinda Doolittle</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X9gb2eyRES9z1wiIQExLL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4287">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a74c49da74571d43c1d724e2a648288f30bbab87</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicholas David</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2432</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2r7f7tP46hkr4U6nMpzzQx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8035">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0555c0bcf450bd4b8f07776525d2d4d8c519f7e4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SPvdqkhRp1ARWJvxByVuA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aziz Ansari</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121526</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10410">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WbeZvDk1COiO2dEokZqn7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'soul', 'soul jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Ayers Ubiquity</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44676</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39d4c4aa0c0d9ab1c66bff1b589245a95c24a063</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9366">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'southern hip hop', 'turntablism']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37ddb345143488175cef180b553253a467ec5362</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Del The Funky Homosapien</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147034</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YsLR3SQd5QTXAhGIGX7cl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6746">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01aC2ikO4Xgb2LUpf9JfKp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">581042</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5288b649f3ad0e65b5e33514bae70dc77bbf46e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'funk', 'garage rock', 'modern blues', 'modern blues rock', 'soul blues', 'texas blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Clark Jr.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7131">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HSp2S2KwxKE7sASl6bMR9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pixie', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be36220c30a9ed72570b121e037a40686c5096fd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Skylit Drive</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182679</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9415">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jerky Boys</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4afEuMmqeS7G5nlKF3jSM0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'prank']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13425</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcbe893b807ebb15e0289fe684a5f63b008f96ba</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5319">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jesse Winchester</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06c74b831e81a885bea87fe7eeb33a6d8f881275</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LQrsY8CFvCyUAqAtiiVxw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6262</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/663">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5453596</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish rock', 'permanent wave', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e22d5c0c8139b8439440a69854ed66efae91112d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U2</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51Blml2LZPmy7TTiAg47vQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/753">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75FnCoo4FBxH5K1Rrx0k5A</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Band Perry</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">990487</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d953b71f31f36ff1cb921e63d2b9a711bdfb707e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5161">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Models</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22093</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba8bdcdb6bfcad2c072ea6ecaadd984a646490ff</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian alternative rock', 'australian rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2k0zkxxRvJKwiHQq5QfjYn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7188">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/084292d8cc089f91c9872728729f7193aa423c1c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Fwq3TDWpMhcL1KTKVQiI8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saint Asonia</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104009</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5871">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Deal &amp; The Rhondels</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7N1nE4LMW0sC06h4mLct2i</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">334</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1748">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hs28hHY3L7zsfC44xszAj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dubstep</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dubstep']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5937</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b44c44c483586b856aa21b79aee026baebdca40e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uncle Sam</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2423">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Fmb52lZ6Jv7FMWXXTPO3K</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joan Jett &amp; The Blackhearts</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339692</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97dd30ba9698e49dcd2c915d3b262e847f62f435</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9199">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'houston rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Yj490bi1KL0QpDnVOtHyr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/390be41e49f6ce8960fd2117340a937a0dc9222d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Moe</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122996</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7463">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132584</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56OMwqr8qaLIRH4ZrvvdXq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dilated Peoples</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5e3f96c38b5d528a8a078504157adbfa9f7190e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'turntablism', 'west coast rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10043">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6R7WjUX7Fk4zHPEHSdqEkY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'classic rock', 'electric blues', 'modern blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvin Lee</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7504519c838145a3639af9ea35385bfebcd078bb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56214</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8995">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/748a22d6b6b6693da87c2f608a4b9af69a9018db</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TV House Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YTnfiWUFMOEHmYqGcaBAV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7929">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saigon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31070</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mTfntDCCWRozUnyxpGf6E</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f44ed8700fd1d27eb71348ab156e046f5d0413ec</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/342">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midland</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95a54fffb8fa546e80b40b8e42d3c9a8e7edfa93</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DTZRmlVZBxx2wRQBtx6yi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-traditional country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100317</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8773">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eSbps3Uha3MMBNWhMYa2H</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Armor For Sleep</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfa0049d7beb0d23b0c7955b9ed0ff35934c8966</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66021</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'neon pop punk', 'new jersey indie', 'pop punk', 'post-hardcore', 'screamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11131">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joseph Breznikar</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ofe5S73cJNSrFLr3cO4Sq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ec276fc53ee30f7765ed0760a43654418cfd675</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6937">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bzfPKdbXL5ezYW2z3UGQj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Kiwanuka</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66174fb1c85e46cb754cca858620c5a62a822332</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'neo soul', 'soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">581623</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9268">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sticky Fingaz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NFWb2y6S7PH2yvs5xbO2y</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bdedfac2b4506bd8f13e9f1ed73fbd9300ee959</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38393</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10680">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luan Santana</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk carioca', 'sertanejo universitario']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk carioca</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a90893e83a689ff19274641f8a7d6ad8173ca47d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3474783</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qvcCP2J0fWi0m0uQDUf6r</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3081">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sad Café</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3556</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1v3i9HmVAnX3khVW9tPUg4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10d3fb9ba1e409458ee71cf92fc644a22ef89c02</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8070">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231286</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70d39605700b94f20289f2ebb69775c46e7c0c53</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bassline', 'brostep', 'dubstep', 'edm', 'electro house', 'electronic trap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bassline</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BTcOR2hEQZQQL5AMo5u10</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rusko</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8388">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xkcwRg55mqrQwXVNIeTBm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Osborne &amp; Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1213">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bf6yYgHODBW5EreBZshpX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f6fa5b9fd47da4b908f76761710beda8d56c630</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27429</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Styles Of Beyond</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10167">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck &amp; Linda Sylvester</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dUXz5re2mIwDr8qOPgPyu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7dae53fd39a60383d2afec39152f77c8bfa73ef</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3328">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yXeR4KbCx1FoHCUuPC09d</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d62892ef1662ddc7d376b7fd2907eef372470be</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugarloaf &amp; Jerry Corbetta</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9128">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9240</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ed41d89bf284c90c9f5ac7e995abdb1d2e858f5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorin Maazel</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EQvBmWlfyaRLGDuVfKmve</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestral performance']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7899">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">José James</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80874</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">belgian modern jazz</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4l2MwXYwUDQKHcUXwCZjEz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['belgian modern jazz', 'indie jazz', 'neo soul', 'soul', 'vocal jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e89bb4d531b8eb67bd81ce5968b9879833b56d3d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7031">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230804</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pwyD6DhbFWn8uVSz2Fr0w</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6cc016a37ea11a4eaf79e8b157744fc24b4b36f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'neon pop punk', 'piano rock', 'pop emo', 'pop punk', 'post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Summer Set</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3966">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Americans</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f89a2cd09caa48f9ea9e6118b2fd73f7e87821e3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2m1U6h1ez11yrFnmoMiBjK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6250">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Kemper</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ynAJahGNNsmu9gXgYsM1m</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1986">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CeCe Peniston</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46547</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UoVLCWzOKMIJ9iioof9OD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/778ec3c5b300323b6d35d3976a839f36d9b07f01</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hip house', 'vocal house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9682">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Angello</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">459918</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FqPRilb0Ja0TKG3RS3y4s</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'deep big room', 'edm', 'electro house', 'house', 'progressive electro house', 'progressive house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/585375fae99e4897d208fb78e5e8997392b0753b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8139">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95414</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'nc hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a25c52a834a87c30bd45830b2036991a09af824c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4s8ZGMVf3OiPktSP4ulpqU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9th Wonder</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1855">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1B8ySGDAiXTCvnJNH4HSCG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All-4-One</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f912eefc0e58217cb38dca4fe6a2b7fec16b826</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303648</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2124">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aBxFPaaGk9204ssHUvXWN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac6d7bc89c1d47b3dfde467fa8a161b225069cd1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael W. Smith</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243271</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8312">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f32a1e1fc84a6c2a5fff658a8ee118d51fe23ea</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Haystak / Young Buck</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1814</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nq5OiZP6Q0MErtP7SIzeM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4551">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27b4547fb183aa54e10eb48a2df97c4fdb66382d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15003</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebecca Lynn Howard</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12bBoCZdPZbBEq1xHT0heD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7841">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'neo soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Dy94lW3txJhWQHqNXP1BT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Mvula</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104904</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb915513533b7797188ad1a117b73fcae6923d83</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2863">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Rabbitt</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d83bc3adcc2feafceaf23b86b0226cd443064e4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jgAONnsHxrwAlhkMUVS78</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148059</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'mellow gold', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3226">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sherbet</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1826f29700b6b4b98f4c9d1a2dd4c7a456e27e8f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45NevEaV0GyRopWoADDPr2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19149</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4015">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11XZpCBI7ExNNqmQoSgcJU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'freakbeat']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30a7b7c24e64d35f926d37f17c9167aac1784752</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Poets</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">897</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2184">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87e38ba79ae036ed5c7f6e6f878fea2b4255c434</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Curtis Stigers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20665</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bNtosg6E8tvmN6wYxPCfu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7406">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35905</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kat Edmonson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb1ce422b337c0c82ea34873685b054cce1ba6ff</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WxegST7d2jCYjq7SR8Bds</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1110">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'permanent wave', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2112952</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bu3H8JO7d0UbMoVzbo70s</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cure</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ca743e822b80133971ccf5c70fcbd77a4f4f508</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10823">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">456te60MHZJFqWbVdImg19</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of 'Zorba'</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/330d5f1ef93d89e6b4d94c725f0c53ab8b92255c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/442">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6395789</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26dSoYclwsYLMAKD3tpOr4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f19b6ebb7ea955bfdc0fdd5ae54dd604ac774b27</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Britney Spears</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4906">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adea9e2b26f54d564bf1d355de671efc0a986420</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dreem Teem</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Q60RIUO8DaJqi1bU2oFTE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4510">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80bd79e06d658536fa298f091fd36cdfa3c0a2e3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zAmfmJQ3McF3XqyHdjuGG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8468">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ka1nDpDzxDveEqUPzIeom</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51939</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'classical performance', 'violin']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d6bb2ecc9d4a8992932019665f302b01cca2903</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joshua Bell</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6666">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alejandra Guzman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grupera', 'latin', 'latin arena pop', 'latin pop', 'mexican pop', 'rock en espanol']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Hf9AwMO37bSdxHb0FBGmO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grupera</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1584401</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfdc0668e1d75778e444bc5ab04de3b2b05bc98c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4697">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZxfS7QVozS4Gp4jeLPP1u</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f129d924050d9e887fb60341e2848b986b45ac45</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blair</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8438">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27159</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marion</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">opm</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e16f478445f0852591e3543ade35797119bca49</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['opm', 'pinoy indie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lslA51eKXwTUY0TSX9Emy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10385">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'jazz funk', 'jazz fusion']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flora Purim</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bada65a16a9fa1c1dc8e18681242e6577e0b207b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7605</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GaQjt3WJqroNLGfUsuMpk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10798">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">505cOn44mVwg71EwcgHCDo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2b95baac6d3f87288a3b22b4f431d18f38f8268</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">463</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop Staples</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3680">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">263988</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'french rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Serge Gainsbourg</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f259e1f28b3ad4130f3d63747425cd4349f65be6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01C9OoXDvCKkGcf735Tcfo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11240">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">304senzcXGpWqcpssNpmXJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz organ']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4005</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13023e9119f5c82200cd37379551ff12abef7c7b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz organ</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Auger</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9389">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43218</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'southern hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/735d78046c8fb50062bb4e09eba48442b1f5c9c9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FRqPHyW2wAumuNpD7XY5v</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3663">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21041</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'nederpop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c952bc519a42d82218c9daf78c98730f3cacb9b6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MGJBRRGEj9m6MxJIq7fLn</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Baker Selection</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7247">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01PBXLThJADrhufsPS5tER</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audio Adrenaline</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103114</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian rock', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60685c9f3fef62b2219ffb3de16ee015e35b72c5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8554">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spinal Tap</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19949</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'comic metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf1963bbbb3a059bf5051dce5c3706ffa2205632</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65X3sG8LVBQN5033RqB6qn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7350">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'big room', 'brostep', 'complextro', 'edm', 'electro house', 'moombahton']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">760439</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DuJi13MWHjRHrqRUwk8vH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8ccad26c518b156798bb7380fb4617f6773af14</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Knife Party</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1240">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GrVVlog2emXt8qBhJYclT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooklynn</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca81b7325d3b2824a43337995b96aa505ea039a5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9000">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f0a5ed1a16366954cae00d145d61cca29fd551b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eTcJVakGgCvZQMnw9Evbn</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guerilla Black</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">west coast rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9218</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['west coast rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3072">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145605</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'bubblegum pop', 'classic rock', 'classic uk pop', 'folk rock', 'jangle pop', 'mellow gold', 'power pop', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b97b494de7eb8619b1e2765ec5b0fe327e09b809</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pJCawaKSZ40EnxN0YEYw3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Badfinger</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8322">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AF5MVitfLHRDqtbmlc1iF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31bc02ffb7607c4306f5af4af0e6a0068aff9d64</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1173</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad City</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3637">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hotlegs</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/771db802032077bd44cf25c43bd4a88593f168f3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aytjvL9XZ2mGzmIpT4xzy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1869">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WKdxPFRD7IqZvlIAvhMgY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd757e1fca99ac0a3da9aa6c2969bc696cc672ce</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">637279</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hip hop', 'new jersey rap', 'pop rap', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fugees</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7974">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'freak folk', 'indie pop', 'indie rock', 'modern rock', 'noise pop', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Menomena</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35967</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">676oR6vRgfSzaBibbPhLhH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5348e7def69251e21a98767f1474ee3abd7bdc9f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2260">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12366680</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'australian rock', 'hard rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">711MCceyCBcFnzjGY4Q7Un</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a16c5d95ede008ec905d6ca6d1b5abbf39ad4566</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AC/DC</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7195">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b2f86581b0258f5cc4878da79e592c1df85736e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic rock', 'irish folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gaelic Storm</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dlzTgw97q5k5ws89Ww1UK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57182</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7184">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'deep talent show', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6275</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8376c77c8b9547541128ad58f6bac9949ff6d891</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emily West</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20YJEBSWm14EDzjbXNcwDA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4415">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d9b14a865dae27da4fb6af8e6ebddbbe9fcb5b7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18048</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heidi Newfield</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Jb5H8o9T7c4C13vLFpyPY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/992">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Ingram</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25521</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c82a645b00f618ebeb7e5b8efe25a5041dd4e356</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HNEfHmDlFofG6YnMt8G7N</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3958">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xPxWQr4CCDqr4Z4HL5pwf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. West's Medicine Show &amp; Junk Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75be578364245a3569fd19b811e22a17d3af7d02</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/589">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142698</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Broiler</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3836OTICMPjhTMMcpPw4EC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5afac73f93b57ae483d9328dbb3d94fe539567d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'nordic house', 'norwegian pop', 'tropical house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10114">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cccd797987461e977e3d946f167df692bbc7eef</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75084</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5alRKXufstWwyHsyQbpi9n</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Carlin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3433">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian rock', 'deep new americana', 'electric blues', 'modern blues rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4U33udokhmKATsu8UoqUEN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78240</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sheepdogs</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4fe76ca849c293ddebd7f27a6cab876232745bf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7900">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67562</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meredith Andrews</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/775901087cde40ec4b72b866e1e6ab7da1ff09d4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qk2W9h3eE5UtPJlIatzsY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9812">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261211</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wzMOQwNT6ZvVB4amvhFAH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pogues</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic punk', 'celtic rock', 'folk punk', 'irish folk', 'punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/066e909db6281a424881f7eb1fd11248050ed390</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2770">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Graham Parker</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21437</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'jangle pop', 'power pop', 'pub rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99bac4d36ef209148634032163da4d2956bd5f9f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6c8INA1EQQe9TkukfEdiCA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10269">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british comedy</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42752dde85ae99002dba5254c89e3314d116668c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british comedy', 'comic']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monty Python</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IxfhXIHjAOAqibxl90NZO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75659</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/615">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">406642</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2f06f056c2b1d907f2078493746dd468dde3f97</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nico &amp; Vinz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0awl5piYwO0CDTHEkCjUhn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/626">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tujamo</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'deep big room', 'edm', 'electro house', 'house', 'progressive electro house', 'progressive house', 'tropical house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vVNxGBvKRQMWwI5c8KmYh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138132</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dfafacf3875709238614ea29b291b26f8a54d30</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4203">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22JdJVovP3pV9XkGTih01c</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Game of Thrones</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30873</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soundtrack</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soundtrack']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99ae098dfd45cef4109efca6cd03aeacc8518882</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5896">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ella Washington</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">557</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39eb5ce4f5533c703ae806cfeb02fbd4de17fbb6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IJouZNBBYaHVRJnLXPfta</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/305">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dbb92727d3ecaa99f50cc0cda627cc33f6f1160</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faith Hill</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25NQNriVT2YbSW80ILRWJa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">912336</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8457">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PyWEKLWI0vHPmoNrIX0QE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d38481927c46840efeda04eaf5cd617dc78f53c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rakim</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369334</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10156">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9792fa597bcaacda6270979760421a6c59a1b218</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New String Theory</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SJn1Bo4XBrhlILS2bi6IZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2286">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1075140</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'folk', 'folk rock', 'folk-pop', 'mellow gold', 'permanent wave', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CvCyf1gEVhI0mX6aFXmVI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Simon</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6d1d398bb24bfa534ed57920ab373995659a83b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4762">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26aa90ab025d9cce1105d507403bbe2da0f1df04</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dJ4EXAj8j47TP3U47T4Sj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Studio Allstars</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27527</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8488">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a62b712c6991b3d6c0f557eeeb8ef83269ddd51</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eaKsv68njcrz5OjeQor5L</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">State Radio</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast reggae</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41420</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast reggae', 'reggae rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6679">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metropopolis</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Grammar</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/851f37590f89a1d91167a899bd671a1d3b29860e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metropopolis', 'nottingham indie', 'pop', 'tropical house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927058</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Bd1cgCjtCI32PYvDC3ynO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5800">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e19c3e4bce55101606cb3c60c63e65c174eec02</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mGmFm3MIktE61wZrk8o7X</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five Flights Up</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10571">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24u2lWQYyTWB7VUTnwEavi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10315</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vintage hollywood']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rita Hayworth</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/204ad7a14454c260b005eb6bcfd502f44833ef74</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vintage hollywood</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4791">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24055</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fDLDq2weBagiAFD2j17Al</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sadat X</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66821dfba921df49fcc428ba96a1f15866b38e39</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'east coast hip hop', 'hardcore hip hop', 'turntablism', 'underground rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8057">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9ede727e26d3cac91b505d0e354a8eceb905c34</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156506</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian rock', 'christian rock', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evans Blue</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pDRa5fS3myWSP0fpIUcNl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5654">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8b37baeb468ebfd3844114a0f2541f00db4c074</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Painter</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7glzLrtGtpBnbIjniBf0jg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2223">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130864</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ecbvwhuhiEAWOLHlRXpqD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da8dca297db554f88a32aea23f72f22f17a62b2c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">STEELHEART</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11000">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ad9a3ab1e1b9fa1829fbdd7c3876565f1bcf219</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Murray</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PPJWqaWM9JWXk1Dp45EQT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7414">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/445a8c66473863c70bedd542bfc94f196796a967</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12091</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6b0TUydvuFHiCMET4SZ0L2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">No Bragging Rights</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6065">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cuPNQHMMKo7IIh2n08FWf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shindogs</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2886">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285087</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4424eaa8d902501d0c8ec25d52bcc50fc496ff5e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthem Lights</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kwEvDE8e7EBGKh5bLczqQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'viral pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7616">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Dispute</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b94320670532cfe01df0ea415319cef72fdb7e5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lQKE6HaKQcCsgLRMhsh5W</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'grand rapids indie', 'melodic hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214933</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6435">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af3828f865751cbdd21d261d11978a0ca778a22f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159qqlGwzE04xyqpfAwRLo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parkway Drive</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'australian metalcore', 'melodic metalcore', 'metalcore', 'nu metal', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">610179</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9991">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EdtzGPA7VaIbeMr4Po8zb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">urban contemporary</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaf2c1a46020712d140b3b87bdccc20ee03c3ad9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19217</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miles Jaye</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5048">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66423</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Sun Empire</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc1e59f51d25fa792d9d6f16cb0d254bfffae2ec</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">darkstep</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PAXvY08KxX5HmCsmKw4x8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['darkstep', 'drill and bass', 'drum and bass', 'neurofunk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6647">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98391a03109132aa34fed839e5e1d459db993911</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A$AP Twelvyy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155166</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tPjSrb43a58uznKru1k2P</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6753">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e3886e05565f5cd31cbc013896bcd0af2568dcc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0W6Vi3JrMz1BtEOUqG2mcG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Trip</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112006</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1421">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7dc0c8b9aaad3fd0a430084f395be143b25eade</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xDc4cU0Rj6YG8SrmAHIy0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heather Headley</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37272</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'r&amp;b']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2158">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yVCJmap0wrEq1d7TNAGJc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-synthpop', 'synthpop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c64a9ee5fd92ee1a98f8ef579a68a7b4bddd8a37</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cause &amp; Effect</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-synthpop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5769</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7086">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c5b35264fe2a974e01e18df8b1920a3c0737a94</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236996</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age', 'operatic pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yanni</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72qxDp6R6v22pai96pZioz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4651">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229742</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sawyer Brown</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50hFWG3MaUUX5phNrrVc97</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f64a091229584fb84ee5cdfa7a89dd5100d41543</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'outlaw country', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7726">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107093</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'folk-pop', 'indie folk', 'indie pop', 'new americana', 'rhode island indie', 'roots rock', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deer Tick</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rT8xTwSOMDURtWpPyoKIO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efb89610510df0cdeec6fa05c84682bf41d5c867</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5702">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">263274</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'jazz fusion']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carlos Santana</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a871db7d38afb9533c8df547fd3cc08cda4aa2c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yGQgQiiKpg2k00JXf8hJk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7094">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5G9kmDLg3OeUyj8KVBLzbu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecefbf3bd30d9b549781faa1b9ef11dffd5921a6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Stud</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307928</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6343">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler Ward</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['channel pop', 'neo mellow', 'post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">channel pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284472</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8a334e3d700562ba36bff296741a7adae5f72a2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Hc9oDGvStNGmnj44m8sHg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8560">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anti-Flag</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30sqtiTKIb1oDve0SdYayT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb5c29b7902230879aa1d9b6458b35ed4f823cc3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247860</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/550">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie poptimism', 'pop', 'post-teen pop', 'talent show', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ef0267a573389d4e1345fbf76b634f26b5b6a47</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1o2NpYGqHiCq7FoiYdyd1x</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1275470</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bea Miller</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2747">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Headpins</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12873</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6079da79657360ecaaabd37b085d2fde92b9fbfc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sqx9H26c481TyCaYMllYu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7921">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5879</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XZxFuZaBnZBngpxbut80O</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/736a2027817ae50f1f83d5c7b1082143ac1803e9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wiener Symphoniker</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestra']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3882">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d42ee76abdda9e32e8700e4cd24b8f2507717597</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wjtaX4WDioaiOxUOaCSzf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Funk Brothers with Jerryo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1437">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cc87d39f7f28e19381d61166eeeeb538a2b8565</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fEU1ODA1BeCqQo9CilPwz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep vocal house', 'vocal house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1195</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep vocal house</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reina</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5567">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5O3qjsn9NuTlIWWy6NBr6H</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S.S.O</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7956">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Phelps</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84e87f82c2a8a122c68dacdb69043eaa73a0f5e2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40059</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1R486Y8DuEKEH01hypvW1B</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'louvor', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4050">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10868</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lonnie Mack</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4231d9ec553401ba6b4721c7ffc58df0a19cce1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52GxmJdAcByy1ZyPivpUns</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues', 'texas blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9099">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c77f645cd4fa257a6b55882efdff2baaf73ee1ad</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boo And Gotti</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uksmRwzPxVotttjocjcar</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1119">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2707343</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'dance pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4S9EykWXhStSc15wEx8QFK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Céline Dion</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77215e7613ba135d71ead7c51cfd729fe41e0f03</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2182">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UxjiPpWHNc2txHrYy5EF3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12812</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hit Co.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79fdeca23e85193556d2ba10e0ec26b31eab77f0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9783">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4740</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terminator X</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rku8XppD0bPmGHEN3kYvr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3083b3bb375420ddab4f1e70ecd0a86a53b1ae1d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8373">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dBhNF4z8S6omhOQfytaIM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christian Chevallier</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1a2a7c021c95bf73666c63e2c25fa87c6e7f3f3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2398">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffe135656dfe7ccddcf326250346ff81a8a1b4e8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'power pop', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53RkHTcl0SJZjpzqogkBf4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99228</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fixx</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5805">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27955</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ff3a3cd80429ec0ee1d3af48d606e4e0a6d9038</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'folk', 'folk rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Nyro</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QDWC6QeGhvCWCv3nUJwoV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6047">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Chiflados Del Ritmo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yy20h3EpWCMQFaISJokhv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/16">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dcd3f5d64a65f19d085b8e78746e457bd2d2e05</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Helms</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38EmEgXkgK51MT2tPY0EoC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10136</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3735">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ef1c11cf25ae96d4219f86c4bf8921b40f1663b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3A2UXqQgMDJ3YNvLPyX5NW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7064</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'cosmic american', 'country rock', 'roots rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Douglas Quintet</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3143">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eloise Laws</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RJjnfYCmudnzG5AyMVnte</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">744</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/506f1ba6cfb514db40284e6f89faf31f5ea09e11</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5701">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kZDCAD5zLelf8NYHoRSHS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammi Smith</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d96bd08e3629644b6ff22c79f747fffc97ac7ac</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10162</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8436">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22176</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rvRbKEVG3blb8mbUlo8xR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Harper And Relentless7</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a290b4f9af1c87c1023ee8a13661f028ccaa5a5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9059">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian indie', 'canadian rock', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GuMOJNCLkYdDGfgbJMP3v</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thornley</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba13ef161d055618d4b7fab89c38b9c54a358371</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17553</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11371">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sabrina Starke</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2b0cfb72b5e32537390f20dec78b5d441fcd3c8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15392</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wTUsxee6HtnB6Z6QiUCub</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10531">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b81f5173f7fbfe63e441fe3b8a8b47f5285aa60</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jK54ZlZhTF1TxygsVeR05</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64183</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hawkwind</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'experimental', 'hard rock', 'progressive rock', 'protopunk', 'psychedelic rock', 'rock', 'space rock', 'symphonic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2471">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20025</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrick Swayze</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dH5I8Q7HhXu74cBXkP0LD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11271">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45812</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P$C</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ImT3U0pR1u2icS8XjEmJn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53ff865d409d096ac2afb1dcc93b9f1ec9a67e8e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2056">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blind Melon</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">572298</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/709d36baeb35b82c5a933bb7c55c1432646efaf8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sD1ZLf2dGQ9gQ3YJl1eAd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1740">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89ac000798fb0bd3f81149d2a39150782ac94694</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1055</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Ray</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19mELXwQE3LGemD3ioO0lO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9096">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95270</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cd208967ccea2c1db689e60a227ac2a5b711831</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'melodic metalcore', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fmbbxNvgHkglIakp1Wrv4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spineshank</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4147">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/825723a6294d2177acf096b7f0e92f027666263c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">785</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qH7JjrjtYbvone01gPzVd</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diane Renay</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9702">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24009d591dbf50994e02719b1516b74e84861af4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greg Saunier</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NF49vAOfTRgDEcjsHx9Ak</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1560">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129639</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O-Town</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zKhX6hYCQPNs406umP9Fx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a90bfd3922ad2bd409751da70fe04f07c4b9b6d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3230">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FZCrgUVWK0ho9XoWhv4vY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3c4c537c79ac8efb0752670824e59ff387f6b1b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Carradine</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">870</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7824">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52397</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b2dcf80fe39e3e2f9febdef9443f3091608bb4f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IL35FbYiOta150uSYBCEg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'dreamo', 'folk-pop', 'indie pop', 'piano rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eisley</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2634">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VNITwohbvU5Wuy5PC6dsI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kool &amp; The Gang</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1059139</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60546a9f9a406f1a553601b699aab0e133395d3f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5941">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b95be7177573f14f505e92d712dada97888d013f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke World Stars</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v2kOxI1SijfvmD7cuj36t</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4460">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brown Boy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ug6OsFk2B0mLvXrpmpRs6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52690</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4a6e1266a646cce6e680063ba2c198fc29a4ebc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8344">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'louisiana metal', 'sludge metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/487cf6d46325cc0e78487ca24c0c6a192331c50d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kingdom Of Sorrow</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ambWTB9ZagMlvz23f5pEJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16265</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3296">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hPc7dyXAey1c44DfQkPqn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">966</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfcc263700092075e5997c6442247c978765f6cd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herb Pedersen</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3833">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c68e4f27a2ec0081281eb3214a7a97ca0d8c5357</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stereos</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FkQ4scbqHDNtdfdvgrcOG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7405">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6t7nbFAc2dUa7oNu7kBOui</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michelle Williams</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c041c6dcaef9b03a7cc3e346e98cd34ce755b56</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111759</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11514">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">318</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bae9c82929c50d2dadb1ec115806dbdb604c647f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooklyn Dreams</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Uh4UmiQhrrElbrvJVH0dT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6053">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop', 'brazilian indie', 'brazilian rock', 'folk brasileiro', 'mpb', 'nova mpb', 'rock gaucho']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138996</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rexWKb4rBwWS07SoHqsX0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanguart</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/944964548f50b336b11a6687376f6f79f641ad81</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5214">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic danish pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laid Back</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24668</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OLmN3LLWtLF7zerL4VdaX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic danish pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62b8c492d8c2eddbb899df308e2d8d68c234cfc1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7289">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8868eeefb30aee2597a22646be3e862a1986c293</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tobias Jesso Jr.</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45693</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RosuARXNIOfNYoJXR7fzA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5428">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd8508df30a8c26116621b254cda3f2f7cef09a0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zLYrCC0iBYDV8QmEYzUFS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T-Connection</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'funk', 'post-disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16461</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3648">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blues Image</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b76dd40660e7c7397e23e76600040e7ec58e712a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6638</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qP1yR7s0FAKMjEw99p6wE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3301">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fantastic Four</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17kU4eEW33U7UfY8JIOsBi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df6d868ec65768fd39040a49750b91dbc87e627e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">910</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5597">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2767</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c91fe6a869b2246e638ef0a85fe767ef13cc7982</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OtWnahLz9y3TjLuqS4gYp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Protheroe</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4661">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BT Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">373</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da045e3c6638f2ebeaa00c009f2cfe58865508cb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mHntv2YTYHAUyCVObZFZD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/224">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332003</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KIDS SEE GHOSTS</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hPgGN4uhvXAxiXQBIXOmE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7df5661e0e360ebbeb065a9b4fde3db73823729</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3490">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">227955</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'brill building pop', 'bubblegum pop', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24GaH9tRBgZjlvOhpFuKi2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blood, Sweat &amp; Tears</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26a546022a057e325676bef5c32acdccb456adfb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4304">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paris Music</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iFUYe1KDzmMGlvCSbL6nw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1622</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b5c6a3997b47ceb5ddae2e9e2a8fedc89cc042e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7795">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropowerpop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropowerpop', 'emo', 'neon pop punk', 'pop emo', 'pop punk', 'texas pop punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/585562c65ed4ea4aa1dddd99412707497f30569d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Forever The Sickest Kids</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181039</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4frytKnOBrer4QVPWynGtX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6843">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa23c70b0c69aea986a02a2e3d6b4d2d724fe7f5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1646</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brett Johnson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4m8jScGR8Vu3r5k8qgOZCV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11194">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pierre Ex-Magazine 60</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fb4184f476a5b394efdd9a05e24ee6a7779ab3e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k5mfxVX6EdYlxuUCT17Fk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1967">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c58efaf0e065f453b552e69299c406ea1bb4f76</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'vocal jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Connick, Jr.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242324</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6u17YlWtW4oqFF5Hn9UU79</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2977">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy VanWarmer</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc19301ff287646d310a03872de4b534817989cc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IRQiyNmNGjGlrmEl0iArm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8025</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3349">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Margie Joseph</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4649</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pq13QK3UcktjZaDw6dJEc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f24e9f0712ef9670d982e394e536f8bb2b73125</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5261">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachel Sweet</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e9934a91d0d4a93ebb0a3c67ae208b49788dbb6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1955</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3E8iIu6yKztcuEHrKFBNMS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2058">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nPz5R1FDPTMI3Dw4JnTGb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112478</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd971867bf3590ea127dcbd195bfb854eae7bfcf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Exposé</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10264">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r993rArgKraCkh8w4Wszl</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66dce4ce784ae4c6ba5f20d25e798c580f425a38</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Dury &amp; The Blockheads</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28142</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9538">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/310888339f906b8896249b16ac5b300f3123047f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Mo3bz36Mm6tKKgkdvZHqY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1257</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nashville All-Stars</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5833">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d68ad6eb29e7712748d76fd820d387b5056dd39</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ARyfGeNAwzGldpdwMTuMR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2232">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ba3e4b47ee189c442b908d5df2d2d488260726c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'disco', 'europop', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gxyHStUsqpMadRV0Di1Qt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">429664</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Astley</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1535">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop', 'finnish edm']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darude</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95046</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49fd2655e359c258a440437940ee3d0d3171084f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LhHRmSd1EYM5QdNeNnCoQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4058">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/048b97d1af79c93b05ed5a5efb4e8101eae252fc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T7xYP9ZRJytj25VAAdsB9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grady Tate</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1270</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2162">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IvCFI40bNhf40fRPO7cA0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Levert</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2463</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40c5f66f7523686ba9a4d9eadaa8678bd0779495</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3840">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guy Marks</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EKfAwCJbNSO5uwPLO1EtG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/806">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70BYFdaZbEKbeauJ670ysI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shinedown</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2076928</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74292a0155904aa148fb470cae6e6cbbad2b659f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2418">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Friday Night At The Movies</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vWJnrBCvPOS7aBgXsBS2q</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff1f4f838de1beb706c5a4ad2870499f3e945653</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19790</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9596">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1354</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamal</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3038cac1bdc873d2a6631206f05ecbe1349a55c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p9h1sy6bROcPGnLbBwLlO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7495">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tEWLl4loWFLgs25trNnro</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84865</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6943f62170b88578fc57712f3b9513db8f44ac83</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Betraying The Martyrs</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5711">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Godspell (The New Broadway Cast Recording)</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IzpocA7UesMxUudiO8F7a</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">427</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/509">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bYPcJP5jwMhSivRcqie2n</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a38b5c1fabb83ba5db7ff3dfe99da2150af26e3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Levine</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">741338</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1703">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Tg1uyto2LrwltY2TQHia2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cutfather &amp; Joe</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9053">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3t5QLYg3fqvohxXt7q1niX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghostface</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed79916752e9d460be48b7775d2f7eb986731bb1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32004</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11074">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Make It Hot</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7k3GF3VHILrnDdAZ7huizi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4075">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dZrt8Ong5t7YYpvbfp0RU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1e1442035d8632a3a4e8677ff578f34d81cc228</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48479</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chet Atkins</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6899">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'deep christian rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Sweet</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vg0a7NOKvHrO1xY6pk2wM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3900a24652e41954d3d5a2cd1a07437b180534e8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11538</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3858">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1977</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NB6ttNPDxR31H2nH7a6b6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2bafac10c588cd56649cb7261c3fcc5ace37ddc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grapefruit</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3309">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6avGAzQTmqu8mfSmZrN7gT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/781cc4ed11600fc179deb18c87cb8d91929c9c91</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66587</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Moments</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9468">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steven Mercurio</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tVeyHElHwol59M1EPwQHD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8f0e56b478069e1a684a3125f57e88bdde0af71</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10777">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2d422e2d8a366862ada8b897aa7d293a9e2ca29</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">679</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'space age pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Fielding</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gtQ1qOHTbRCIPPlxf4J99</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7362">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66riGCPfih1Xqk81dDvpvf</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'pop punk', 'punk', 'ska punk', 'skate punk', 'socal pop punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c6909ebb625beaecc7db219c02c997f1767894f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lagwagon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147262</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/211">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3E6xrwgnVfYCrCs0ePERDz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wisin</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ed4915a8a47802032c060a5178bfd97acde6528</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin', 'latin hip hop', 'latin pop', 'pop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4810249</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6292">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">928914</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4310cff807dc0bd66a1753c366c02c1eeb4c64ba</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tJoFztHeIJkJWMrx0td2f</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moneybagg Yo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1848">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ec2ba4d37511c244c697cce895e39ecc390ae8a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RuPaul</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SdOKxC1sSxEyv8JYERaNe</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'diva house', 'pop', 'strut']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371606</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2763">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Stallone</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1031c120e8375e494592c863c62a4c8c105105ff</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BucZwouCkpiGi2UxqfWn9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4955</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4888">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vfVNq7In0oOHiqQ6fZs88</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">De La Soul Tribute Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8100">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7x4So74vIUx3DaLk93JCFf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'canadian country', 'canadian indie', 'canadian singer-songwriter', 'ectofolk', 'folk', 'folk-pop', 'lilith', 'melancholia', 'ottawa indie', 'singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathleen Edwards</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30798</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/770a286de9f12bb5312df2b35bf401706379cc44</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/374">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e13826450a1e0453ec521e12e11b02bc01a93f9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4f9iBmdUOhQWeP7dcAn1pf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1038974</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rag'n'Bone Man</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1505">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/354f768d90fad7dc288cb0942203bbbea34cac14</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Tritt</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">590213</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2M4Yt7oKGoYd0wqU44k4i2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5988">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Betty Harris</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8753466221f90092945bb4f3ca3045760893d196</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4770</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uwRBFpU9SQ9s2Us0nlXkk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8738">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiffany Evans</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CoW2DhcuWKs93YEjEY5Eq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156398</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c828b673169f77c91ec335ce6ffff44734cbf084</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7884">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64941</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9f33c3ed7bdf87e08a6c9adcbb32778dd55a61f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78nL8LitGR7vO0qp2iZF9E</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kutt Calhoun</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1200">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VKTLKamj4IH8OfQbUL0kq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f89ea1a94c3912412895aa6875f59d5d6b5e8b0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187849</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dem Franchize Boyz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4982">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerardo Mejia</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3260</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nExhISm4CuBLgZGOFxsQP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ecuadorian pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ecuadorian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8ee7865516222f4ba0e2d03a001e4dfa85c4d24</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8673">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hpUqNTOVC74SFNbdI3S5n</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1086</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96788880e63ff47d1146f6d761dd41f4c339fcae</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donnie Klang</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8162">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop emo', 'pop punk', 'pop rock', 'post-teen pop', 'vegas indie', 'viral pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cab</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416330</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff6eb786aff45ab50e9820fe39f359656640888e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2C2sVVXanbOpymYBMpsi89</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10789">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Gpyet62diGuFk76cDWwe3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a577cb46efd14e7e217abc04d9ed72575ee0e7cc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddy Weller</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10985">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sol Kaplan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SF29Uv75NwjxkTKCUo3Id</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfea88c9469a8178bd515b493a292e9880337a2e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10891">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5daabc4155b1463c88d6dc0abcb1876488284aa2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Kgu9tJgtNXTWMjefKahs9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ethel Merman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8543</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1357">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">679515</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5463b27334e1743de80eb8f94aa4864c1e95aad</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christina Milian</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eAOcbAXIF4BmbN6E1QIlw</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8842">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">947550</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20848d4bf33aec496067ff23dcb49174adde438e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Valentín Elizalde</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CAhiUHkUYT1mFtVHM9SHA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1606">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336vr2M3Va0FjyvB55lJEd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c69197fa9d01ec73e2617525b920e76b550ba2e2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D'Angelo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'funk', 'hip hop', 'neo soul', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">752665</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1585">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stone Temple Pilots</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d242ac9d8c7a93c021e8d61863e98d77386cb0f5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'hard rock', 'modern rock', 'nu metal', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1716077</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UazAtjfzqBF0Nho2awK4z</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1487">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aMmmNxw4vgpc5XC6hK0zp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">415669</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Calling</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9a3bac3720323ae7f1b4f1232e3ed14671aa1e4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/319">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fat Joe</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ScY9CQxNLQei8Umvpx5g6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">650289</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afe72a2934d06c057d6155cc21342d4acdc0501e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4991">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AOHWc2z0Q8SDusVCrhOoE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efe06bafd0136ad443dce5382256a3b7d0ddfae4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1052</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mega Chillout – Summer Hits 2017, Lounge, New Chill Out Music, Party 2017, Dance</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10391">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic uk pop', 'glam rock', 'progressive rock', 'pub rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10634</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ysGNWU37tHaPIG5QJLoX2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Be Bop Deluxe</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50317de425791d4f800fedaf6af2c7ce05bf3c11</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11300">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darija</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qhyspyEEiuYREKsBIEbUy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1807">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">513445</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny G</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b4efeba9b97bf02028f5d0ad21af42e6f36ffe6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz', 'smooth saxophone']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6I3M904Y9IwgDjrQ9pANiB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1997">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273441</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spin Doctors</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PSiyldxmJze7xiqbz658m</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e33ffca0438525c68d114f71690de6fca49a110</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3961">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/320026fd7bd404874e591a1749e65db5b41860c7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WCwBdS98wO4nYxdIpx6qw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvin Cash</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9057">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b33dbe344dc76c089cc5da92c38b19daf71d9dc2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cormega</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vQLu6vYK0hp8k0fsAzsU8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58774</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9766">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestra</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6I6fmQU7HGrUsCm4B5Nlk3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88a108f8d652ef9ddd648b38b8806758aa0b9420</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Liverpool Philharmonic Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestra']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6399</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4778">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charm Farm</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0m68X70Axb32Yh4fOaHEUO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57d8a0ab7ab987b80dc8d0af6a90449e89b7d4d6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8173">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41697</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bury Your Dead</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cGTjGiqVo9E2NQIz3lP9D</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/084577145579e791d2f52d5a21d56ff57f8c2bf6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'deathcore', 'groove metal', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11165">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fmob</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38aetivIEQ0LnwT12A3Oyz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6140">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WatGNDxMr04erXhbymWY2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teresa Buchholz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65f40b9a99ebb96921d5366537cdff7d5661d914</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marshmello</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15566666</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'progressive electro house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64KEffDW9EtZ1y2vBYgq8T</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/884">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45a6gCQWq61lIUDmr1tKuO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bun B</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">449248</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffecc1334ae47af66883410d7bd7ff66cff5b4e0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2656">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29523</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GWV70Reko15eV2nHCm0bM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d7362e36f7757e12d1e173922cb9ff484712f44</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blue Nile</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'chamber pop', 'dance rock', 'melancholia', 'new romantic', 'new wave', 'new wave pop', 'scottish new wave', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10805">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ohkL1JgD0Ggj2mfte1lJ1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3962896257f021987b174f7e556f1e3b9172676</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sherman Edwards</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8857">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SGZfHICh9e4oEXS8zGOXt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bianca Ryan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6ff30577d51bee5c02c0b553656bd18fd48816b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4987</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6689">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f19b9234731e8098dcbae42ef07e0410d2f3a4f1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic deathcore', 'melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miss May I</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282149</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OTuoIi28WybVbVcykc237</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3073">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27892</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bf2d712610995f089cbaf817915eb1ff6bbc244</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zKp43H1kLHOTkJAeyTIkf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delegation</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'post-disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1183">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip pop', 'nc hip hop', 'pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232135</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd1eb2b091448ae0b1e8a81bb91340a231cb21fe</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Js9eYwAf9rypNtV8pNSw9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Petey Pablo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9132">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grupera</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03Yb3iBy9GCifXiATEFcit</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pepe Aguilar</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1715985</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grupera', 'latin pop', 'latin talent show', 'mariachi', 'ranchera']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb3bd51c4a480f12505e6e8278a6e39eb39b709d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10957">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1597</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02b90e522177604971e818e2c7e55f4519f3a624</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moms Mabley</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HZ1CtBcg9FroAS7taeCIp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9625">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1o3JGBwBOZeHlL0BOAhD9t</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c63220b8c0573e7bf2c906a4f16acc520ef5e669</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24840</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fight</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9581">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2htToCUWzqrvOX6ISJY1nd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36f6217ba9ed2af80b96b63fadd64435fafb4c82</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183467</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The D.O.C.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10629">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98499b50e58c0a094fe561d1c9cef8a0d4132ebf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iDaG36NhkKh3eVhPz1m2H</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Holmes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/100">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34Y0ldeyUv7jBvukWOGASO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Shmurda</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5317e07d7271035084c02bc5aed5a3293e44f1df</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">818340</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8504">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gNkDUN42nBxKOcpoF7iQ4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35150</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02e7f748be7e30d8ceea7d911f091813b0a2b9f8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian metal', 'speed metal', 'vancouver metal', 'vancouver punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3 Inches Of Blood</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7366">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113836</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mystery Skulls</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZbRDyTYX4HhXveONcZQn2</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['otacore', 'solipsynthm']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">otacore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/304787f1d8e0df5c69e98e13d04e6fcb5135604f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4831">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Walters</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29d7bfeac8faf651461f561bef7e13a9515d0de5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3142</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JRaryUoRSFiZt04ReUD8N</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2483">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vas6iliAP9UYM0RXBXv17</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de1e20b58e9ca0d078c920b3f04faee69caaed96</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Mercedes</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9659">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3026</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boy Howdy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11332013a613a27a03843ca2b8bb28d6be91bbc9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AcyhCU0sIqSh1c6BVh68G</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8213">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff18c8eaf1654c1521339a4d074b8fbe648524e7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago indie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lQPc6jpkeuF87zv2DdNIT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16735</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Company of Thieves</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1206">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41TccBHnkaVhhgCgl83JU8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">569</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kandi Girl</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9668">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3382e306cac18f928a36c5f44dede0b371b016bb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Haslinger</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5677</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5d9PdhcsOsXj0GIM857nvE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6373">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yPzzu25VzEk8qrGTLIrE1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0a3390e15e3353b7e753de7fbdd8419b401263c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl trap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253158</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Nudy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl trap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4174">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Learners</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1M6XLICqGgFsxLpKU6v5UP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3017</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a0fb2de8a723ac5b54f6807ea6b99362f1bbbb2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9333">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Locksmith</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38488</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'deep underground hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ff34bb7b3e7b7a8f78b65fe3be88e15e4c740c5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OGWDaYrjhn6v1Lq1rqrWa</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/186">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5848521</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Becky G</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4obzFoKoKRHIphyHzJ35G3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin viral pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8eea3561b4171cd3899daca6dba1bbeb5f0ed25f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin viral pop', 'pop', 'rap latina', 'reggaeton']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6860">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mFmhb2TpiAZWvF7794sep</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daya</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/981dfed6a6c12acaeb393c783b3cd2a86bbca156</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6472">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15af59cba480df7efac4be9706428e82f32f4dfd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MF DOOM</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pAWfrd7WFF3XhVt9GooDL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">463917</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9476">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy Zuckerman</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fbkVAnlEb34awQtWEDa6W</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46f9cc9423a3e89a3bc0eae166e753db06aec0b5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5634</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10311">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be773ae4bc8c983628ccebf7c63b805960f316f4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Headboys</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nWqtFnTOCnqvONmyQIopB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scottish new wave']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scottish new wave</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4217">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leonard Cohen</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian folk', 'canadian singer-songwriter', 'folk', 'folk rock', 'folk-pop', 'melancholia', 'permanent wave', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e0a4cf67d454c9de58e985e44e318d3688beff0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l8VQNuIg0turYE1VtM9zV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1483626</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4642">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sherrié Austin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73KwO09942aGUnNO7bZiGa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16314</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37a44ac0a7400c67540b43181bcec9daa23b5a86</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9341">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DXmwpFdfbRwDJAME8xeD3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49f03072b1c1a35c347f1b58ff37ae5c8752ef9c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Momma's House (Motion Picture Soundtrack)</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8113">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ok1VzmUGt4E1DDNol44GH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a16a35a49197d42eb443590d6b12b03032bb567f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lemonade Mouth</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23304</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3052">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7onUSIg238obN7lDtmB1wT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81e2c36b8292997a43da0bd91cbaaa728bd44224</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five Special</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3071">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01YHmj2sySjLjP1Q2BK2sH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">851</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3426e2585c986c54e62169a1fecd9a3b9265d8ca</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-metal', 'visual kei']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Machine</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/popularity">
+    <ns3:name>popularity</ns3:name>
+    <ns3:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1690">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13182</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wilkinsons</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17VaTNp7RfgYr5JAJKTqAv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92f3cf0deb913aa484a2b173aa5bbe30c38c13fd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian country', 'country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8661">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85401</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cf1709c1e9ba1889355da7be75bf17b2c8c3e8d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25mFVpuABa9GkGcj9eOPce</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Armin van Buuren ASOT Radio</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5276">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Fagin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be33054f00b24d5678c94de62cb957dbe9312c5a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">805</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uHFuiwBAwAVGXml2UIjKc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8237">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73932801bb6989cccd6343a0eae4e39f42dda6a3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Bukis</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16kOCiqZ1auY4sokSeZuKf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">951478</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/998">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49295</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OuSnRyi1OkLPkR4AqzJwi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b640c00bbdfa267f8cc49c281188366aa76be1e5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carolina Liar</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4816">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'rap', 'west coast rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skee-Lo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32248</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55Pp4Ns5VfTSFsBraW7MQy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9848aa1875abc2a329e74363892ad1e86e722d20</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2601">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5c80065624e2aa387f8254f91cf0d0db12de832</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2189</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wax</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EQn1KgYQxe0bcheogqRTB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2761">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'mellow gold', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/254cce67be3a1678f32a4df21cee7d3cbcbc6251</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melissa Manchester</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78udmCDNaDu5jqfVnBqwia</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75807</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8207">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie rock', 'modern rock', 'new rave', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vaccines</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17d2317bd7fd890d8a052ddfdb1dd8ae2981411f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552109</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ak6DLKHtpR6TEEnmcorKA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3468">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hurricane Smith</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb24a42adca365e9a09391aa5245eb498076d55e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2550</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RJ0iPw6LNjlxmbUiB3cfc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8904">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'southern hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3057</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1617764c6312739306c44a1ea581d55beaa2d309</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yWmIWMp59ZNzdFkMjtMoD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Cash</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6893">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f4fb36a3c564d0078be2e21962ee47724747b44</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'deathcore', 'mathcore', 'melodic metalcore', 'metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55b0Gfm53udtGBs8mmNXrH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94138</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norma Jean</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7743">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Misérables Cast</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/535a43f028d6e3dccc01bb170b3e7bfbd11326a8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71wy5iisVKXLZgoPxdFi8A</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193317</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3928">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08e6f11a70d33f5c1b129ff862d8a417ec07576c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'folk rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Electric Prunes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kkpNi8Ii5MhBMxmUhN5g9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31878</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1561">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. C</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kids dance party']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KKEvADkhfVx3BpYJyezZr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cea52482629f31cb702a1cc72704a77dfc4a7b8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kids dance party</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1779</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6687">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'neo mellow', 'pop rock', 'reggae rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0085635d49cdff6a39f6cb7957b58b9d0eeb5cd9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v4jPZO3UIDNJIgdxRxtr9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dispatch</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184156</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2710">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184424</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jNGQ7VOU87x5402JjhTtd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deniece Williams</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0463291ed74637e96108fef43446c03b309dcad6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/825">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian rock', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nickelback</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3790514</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6deZN1bslXzeGvOLaLMOIF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cab7a705d1fefebd1f7c8bf03f27587ae697ead</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5828">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d650bc37abdfa9c36d369b42a56b8751e8031a9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">731zXXJQJGlL1xcrxRPRje</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manuel Auteri</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3050">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maynard Ferguson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5666168a0954e1cd6ae97f8aaf8daff4a0fa64cf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31855</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band', 'jazz orchestra', 'jazz trumpet']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6T4kUHIlszpj944ZXR3yNw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/279">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b69b8f5e80d58a9124b32af61a25b6adad57910</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DIS6PRrLS3wbnZsf7vYic</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WALK THE MOON</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1379789</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'pop', 'pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3626">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7cd1f5f235743cc7df249b9d789460d0000dfbb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296627</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loretta Lynn</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FE0rls8gfQT3laAeRYNgl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3028">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363764</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V6WCgi7waF55bJmylC4H5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f94d5ed50793702d0639d7ecfca5a1a764ffe25</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Gaynor</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5352">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Utopia</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AVt92RJvypZ6WIvhNyTej</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9653</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/532c283a4f9b2f2207c35ee38d55608e1c725637</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7774">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95618</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c7fa8041c0f87bb48349c91cd66934d6680a03b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TRVqozKc5Qk1cjwRdWBSl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'metalcore', 'post-post-hardcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Secrets</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9688">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poor Righteous Teachers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'turntablism']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1j6sK1bUYK36UNfLjdOfFy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1776c9c5e6848ec19f98497c6ced143ce52a4539</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46341</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8467">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nile</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117719</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black metal', 'brutal death metal', 'death metal', 'deathgrind', 'groove metal', 'metal', 'oriental metal', 'technical death metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6c0e22f60ba60e34247de86da5a2e49d6bc7bab</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3v3VSKylQE69ztn5TUVlFE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5262">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jdYtcR0w0GozvhEWHEQjO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5254</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd920734e59475484784553dd0898ccf32251082</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Steven &amp; The Disciples Of Soul</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3743">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Costello</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'folk', 'folk rock', 'mellow gold', 'new wave pop', 'permanent wave', 'pop rock', 'power pop', 'pub rock', 'rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BGRfQgtzikz1pzAD0kaEn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4859994e51f330b31d9321f97ce07af06b6a4b80</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270237</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6738">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52oVYHQ99ORZzeig2YGo4R</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colton Dixon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143911</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d13de7e696dba7e5441b2cae545caa72cf64b9b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4713">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58423</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age', 'new age piano']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NzWRNaaLByHyI3wpuec8P</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Brickman</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a1de482662f80376965364867dff54c38708626</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1402">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73712</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d37f28d5d30fc7f9c489dcc3bf4392a80b63db45</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liz Phair</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'candy pop', 'folk', 'folk-pop', 'indie rock', 'lilith', 'new wave pop', 'permanent wave', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LXeJdQVcFkhkWydphLI74</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8899">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kill Hannah</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3s6SVwL2W0JLnIlwkjnU55</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic rock', 'electropowerpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19624</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b84363cd03d8d9e5a209b518ae078580ce6df0db</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10836">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41a39213f09bceb9347f2f32271f8dc0fc0642e0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38ULknnQK6G4oLJtTtPkkM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25713</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'psychedelic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultimate Spinach</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8343">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acf49d9dd947d56ac1e50f96038d67dab3205c91</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28513</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SK3gLBgy1jRuA4VnLlcs8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Renée Fleming</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical soprano', 'opera', 'operatic pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical soprano</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4945">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b50fea7ed628e9d183bb2f45053b24eccaa3a2cc</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49183</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rlHVdoyfG6pQkzcMWI4dr</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hyphy', 'west coast rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nd II None</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8307">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbd7aaa1afe2c77ade555ca5b70c97bb50917eec</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20215</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Sjs7s2hvAakgayaa0f34j</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AM Club</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8041">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14575</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rita Wilson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6631f4769fd3f95e2b03bd9e21341250843ae64</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60LfX8q7jliswygVxBPIL4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2850">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Elgartand His Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RjASYHtvjwfozjzrvxgwM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4658">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxy Brown</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wvlC6NwleHt1iRD6d5X2C</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266928</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b45e618a057dfcad3202190e165956f52eb8004</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9547">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63qVJSyi0oTYGfS5UgzhQ8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiki</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">460</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1daab456aabc7c8e329f247953178f6ba96bf4b2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/212">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reik</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/674f858129ef3c3d1f38ca2de254e0e871d1084d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3156460</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'mexican pop', 'pop', 'reggaeton']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vR2qb8m9WHeZ5ByCbimq2</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4505">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Folds</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55tif8708yyDQlSjh3Trdu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188222</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80336141a2bae8af0d392c00b9fb9431d2d3b5db</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie pop', 'permanent wave', 'piano rock', 'pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10728">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c0a42ae7cb94e58890bec4c552ee8bdc5093569</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38ghpVkkvBf5wugUg4HW4G</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'classical tenor', 'opera']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2460</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Schreier</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10066">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colonel Abrams</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'post-disco']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20B6eaXUEN0NOvJqdebu7L</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11184</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c72197822f72246f250f4054145e4ac54ebcc092</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3704">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buck Owens</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FMZn5P3WATd7Il6FgPJNu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127545</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0599c6fc86ed31cac9dd2b52ee58e1e1b01d17c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5741">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweathog</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YWSmoTEG3HokPwvvXMeRh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8be5e5f1c685f1c4fa140ce24055ab3f4796816</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3374">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7z1zaOeWiHpl4SD2N9ZBgk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bloodstone</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85205</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f7658640951bff75dd0ec00c9b669e3daba8293</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5581">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78fc63a7d2014785182379a8fb1c6c97c532aa6b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fox</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ezs1quhJaLV7bq3FmNWxu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5470">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34599</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac74ca0947445c99489ea1c66d4b5bcf0e3c415f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'disco', 'post-disco']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5b4SvpTqll0LSqJWPpXya5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Odyssey</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9368">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd2237f6711707b4a942d6e6b45c0887a91d2ee5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61whxt4O1XSL0DNux0eTtp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J-Shin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9034</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8708">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Portishead</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05d3721739aee511a898081ab140daa7890a0120</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">971886</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'electronic', 'laboratorio', 'trip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6liAMWkVf5LH7YR9yfFy1Y</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7165">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">piano cover</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5823</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['piano cover']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a89abf0f690941d31630c58da6d078e1ca167e1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Molotov Cocktail Piano</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72fQWyXObQBgUIUejMo6js</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4454">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3J16YwU6nMj1NbGi7LpZNv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11104</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d48a67ce59452f1c152181ff9487db3a88a3e745</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Diamonds</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2711">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nWbdgU2jcFSbrPV7EAoLK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd303318e4c1a1459bc9e9539df533a90ca1820b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha and the Muffins</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock', 'dance rock', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9557</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3201">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul', 'quiet storm']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Originals</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00feabc8fb1f07dec73910dd678ac05a25adff5d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11EZGTWr2pY0VZPlWokAbl</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48010</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8607">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oM1vgebNTCZmVYwC3YYl8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79359</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Claypool</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'funk rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11be77e84c6355fa5a780f545ff9ead514af46a2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9703">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack smooth</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter &amp; Scotty</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack smooth']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de9942c55cd06cf0417b72aa1a8ff7f0f4fe894f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WoZhFhkNG16d3jQAG1fqj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8688">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a423bad016044521a905e83499aa2fd4b5490a7b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toadies</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123951</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QMMktUMtwMSwUZATX1cRO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/91">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyga</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5013023</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25a8fb1bdf4dcca55654e24081ba8b2c98142d3e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LHRHt1k9lMyONurDHEdrp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4171">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23432</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8b9787f783185cffd8de89c711931c0d9392200</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'deep adult standards', 'easy listening', 'lounge', 'vocal harmony group']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Four Aces</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">542GsScaNnc2Ed8yokKLsy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8562">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8281</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lAPrQNoGqedH9JVzOi5y0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Clarks</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pittsburgh rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa686b44e281cccf3cdc8b30e25a3dc36c606398</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pittsburgh rock', 'pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4481">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trick Trick</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84657</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'pop rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tT5h21rKj9yFfQuqBYLqT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c817016809c582d5fd46b3d81c6c675d54ac7c72</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/754">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago drill</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15iVAtD3s3FsQR4w1v6M0P</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chief Keef</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1718740</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d34c02a8afd67b8120cbdf6eefdac99e0179eec0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago drill', 'chicago rap', 'drill', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6232">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e92fffdc65a8fbfd26193afb846b7aa96ea93c5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2M93P87MDGek6uzg7Jn7he</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1735</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anita Bryant</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/59">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Ronson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">644873</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d91845f215e0a90b0d4b03bf930221fdf2316b97</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'tropical house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hv9jJF3adDNsBSIQDqcjp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2477">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fe622f8a04d5eed489130012bf681e4a2c0b128</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3082</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M/A/R/R/S</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13jRo2FyagCX9wrKIpOt46</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5908">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33862</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddy Arnold</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e818a4bdac8e6d8cf914a552c9c0e07aeb21bc0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QsUbpxSE8lCZ5ga5rnD22</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10735">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43588db336ee7771899c84e6065ce91d34e59a98</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HbqL3t95xT1cLbZNfVeJw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glen Campbell with Al De Lory</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4600">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/666fd526b51f4b656282305716b759840ac852f4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Hollister</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234797</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z1reBuaReg2pg72I2mnMm</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7582">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4957</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4o79bJJ2tBszgEDEvLhB2L</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36cda49a9d35d009df7b9456ab687ec0757a37d8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['monastic', 'rosary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benedictines Of Mary, Queen Of Apostles</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">monastic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2804">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dde291fb4b6b200e9d95ac8b6ee21dc12b07ac38</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0096k2GLGYz1AYfM75EsJX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">404</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OXO</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11479">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2269</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbra Streisand &amp; Barry Gibb</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VqzHUFIa0bcRuN6HEbJKo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8924">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gjPlahlSwc2Mxgty0a2Mo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockie Lynne</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fde57930b9d58cb792c8925bb029afd5e1a9f50</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">826</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/824">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9efec97c21ff998d874b96116bf4315975a8b42a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snow Patrol</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1765945</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish rock', 'modern rock', 'neo mellow', 'permanent wave', 'pop rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rIZMv9rysU7JkLzEaC5Jp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1288">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193925</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69Etpls5a2aATUkB6NInTY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neal McCoy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64c9dc6ec27ac6d8b7e8dcc4058b0e7e6a2190a5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'modern country rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7418">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atmosphere</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Etheral Gust</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a649703bc6fad81c84351688bb95cce12651bd8c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">465</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atmosphere', 'background music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SFHOYvNfR3lK8EskFk4PV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10660">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4483</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97127734c05063a87bfb4f92f74eca6cf4e34462</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Persuasions</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1s1K3nAfVupmteRMDCPnx5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4993">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2ce996424b6accc58cc23ab6b066a011c9216a6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rebel Pebbles</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tCf6wXSd8CXPAshLBEYNb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/866">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67oiK9STe75g3hNiUFyaRo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26973</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a7e7ac35ec7829ec5fcbf8bd0f37b44253b2a28</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rej3ctz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2096">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78508065939a778423ef5c7c7e16f99b4e552b7c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XsgWn63EnA4wYZBjVyxjf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97621</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ugly Kid Joe</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'funk rock', 'glam metal', 'hard rock', 'post-grunge', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3590">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qldOJLMxdqLONj9Ds99DI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3506</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d683a9744c3e06212d2d8daad64850e113d6b179</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Davy Jones</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10705">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3532</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30f8ca85db49eab3e53906774a7708b83225c5d4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dO3Wg6SH1FaP1gmJGbWph</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Redeye Empire</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5365">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffcd0e2ab1a0769ac857a6c3948e1f217ea1cfb3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Festival</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3INE4AiPPFjwS8kpNtvvxV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6802">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pink Guy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">meme rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f86a786110f444087bb568b10870c86d09bcc361</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yJnBqAoRUNeDabdYoiYWD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">473231</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['meme rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10556">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WlK3XAq4VJkLiEAnWqgIU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">574</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81cbe0d179f9b4fd176b784bc4dfdcfe676034bc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Betts</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/637">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1444526</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vngPClqofybhPERIqQMYd</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Strait</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/707d970fca0f22c19b105e4b8493549c61e70e05</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10360">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Curtis Pacheco</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9e3b1cdd273e948edf935e42b20c8f0fd2fcad4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xt327hjrDs050wjk1V4dI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3892">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28ba2785f1e85684a73c825f45ba68bece58edfa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">traditional ska</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1X5S6EjXYAZHu8VktaREgC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beatdown</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['traditional ska']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">712</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9607">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elastica</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3l14gV4hIMAjmo7KUvEWTx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1209352f7da3a0bbfb9f14ec839a4042358a1ad</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57947</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'britpop', 'candy pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9353">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lZkXWxkZsZzBocxMjN1or</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5483487e40433ae9fc49c3389fe5803ab3dd7ed7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'emo', 'emo punk', 'indie rock', 'lo-fi', 'math rock', 'midwest emo', 'post-hardcore']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73623</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunny Day Real Estate</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10725">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BhDxlP1A9scde1sWPMfk9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">theme</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">412</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hanny Williams</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['theme']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87401c75f16368a83f64e5e1f377474689604a42</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9842">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hurricane</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/217571293f30288d2929820acfdc81c7f642e2b0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4144</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G6iuvTHT1XHUEOw5sbQYm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1796">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dQgkiJm1fRkcqKOvPzysr</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203656</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f60a5564d7ed4b7eebbfb2b9b70e052f20b79c6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brownstone</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9763">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical soprano</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fcsflK8xu26XH4OYTcm5T</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kiri Te Kanawa</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25869</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical soprano', 'opera', 'operatic pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0ec235c44a69656460b5b311d5f691b0f0a436d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6626">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BMccF0hQFBpP6417k1OtQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">484561</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hip hop', 'nyc rap', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83095fb32380badf33c13034722a75dfa11cc7ac</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Action Bronson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10724">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The San Sebastian Strings</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">468</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca386b1447b3aca4e97e876970677eddf2107171</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SPV5qSO1UNNwwBCzrNfum</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5909">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Wyn0ejiSIAgFhCL6zbTRm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arthur Brown</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f021257dd31b8b86d6c60c9670cdd718635555a4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9765</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5987">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunshine Company</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mEaTTXBlFEcjj0T33SPmC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3991">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jan &amp; Dean</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pqGj6vO9YHsXuZmaJaP2Y</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly', 'sunshine pop', 'surf music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d942ea459d3ec957eaf3ddcb427fa33b6dd7a337</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39542</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7209">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7A0awCXkE1FtSU8B0qwOJQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic', 'future garage', 'indietronica', 'new rave']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540363</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a03dca371f38954acb93cba542b985587af7a14b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie xx</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1312">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0o4U0XniVaa8UFVikUfANZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Jacob</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/144">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FfvYsEGaIb52QPXhg4DcH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Aldean</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62ce5e006733413abea9a3abfe000acb593dc4ed</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3256680</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5931">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swedish electronic', 'trance']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6u4jLGLPuarS3i2XWHVxoS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swedish electronic</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sasha</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62234</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c89a696273872805993119f679a3734b0ec8c4e4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9921">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carter Burwell</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SbSDzM4X41hnlURed0fcV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42264</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1832bb1301f11c08a307d217e604f2af358d549d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3862">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iOVhN3tnSvgDbcg25JoJb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">881191</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4272e7fc419b662c4f2654efb73006b6cb10bcd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Etta James</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'jazz blues', 'soul', 'soul blues', 'vocal jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8662">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Kuntry King</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32685</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V77E8MyGPCCvvjVFbYQfS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6b2c0d1e80119f1663e50eeda7c00e24f514c2f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8873">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Lopez</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6emrXi84Xjdb8YcEm82XEZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9f9a33c5fd01943cac81c205d490150d3503c96</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35857</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6036">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17142</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Maybelle</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54e098a2f70229a965adec1c2cecdcdaf980bf68</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'jump blues', 'rhythm and blues', 'southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yJXicqUOMPY5Iofua29C0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4694">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tasmin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1aa6a4d44b15302f5539875ee25028dbf2f86ac</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Lxqae84jFzQxeqfRFqDsA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6437">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254536</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27M9shmwhIjRo7WntpT9Rp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b5ffbe088f0a596f0abc3de6f9c6346f4c2495d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Turner</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11270">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c81c3bad3a0ac5840b36342dbac2a08914f81b7f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">890</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UCY9YryQvfEK2SrAOvKH0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Hip Hop Masters</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2872">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/929037b187d7549071c701b965184b19d0950037</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prism</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic canadian rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16441</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LRNWnDWFkMtRmlxtYdW3I</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3530">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8775d2330e168b1c4183a976afcf8bd529bd6d36</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter, Paul and Mary</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yrBBtqX2gKCHCrZOYBDrB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'brill building pop', 'bubblegum pop', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267677</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10206">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32hlLPsPaQBATk1y12TWbk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heavy Metal Machines</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad481e601127172390378bc996e0e681feacb44d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10755">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4ec6f9e559a0b776642f52b832a2cfa0069cea1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian pop', 'europop', 'new wave pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bnNgwp3nooah9yHAHsnR4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Donovan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23592</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1294">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Franz Ferdinand</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XNa1vTidXlvJ2gHSsRi4A</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1562769</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/445c11fcc1637f94f48cee1d3354d478f10ac403</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'new rave', 'rock', 'scottish rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3154">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kendalls</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c3e79868a97bb26a5ce31e8f4fa0ed10b47e1a9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29346</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rFQlnVFNwI3H6QLDL7LFN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7397">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22808</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ex Hex</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f36bd69884865dfe284cb152a8e8702d0f6d2764</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LdMozrLZExZ27oOAnUgkb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'garage psych', 'gbvfi', 'indie punk', 'lo-fi', 'noise pop', 'preverb', 'riot grrrl']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4290">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1979</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda Brown</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cacd892e44ad7c264a83de846992aaf1e4f868d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11VRTR3lSXmFs5YZfmNOl7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9985">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oQOrvXeK61sCAFlKiFbiM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">414</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Jasper</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec0e96c8515d677d94c89558af2b848572eb8965</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8489">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14H7ag1wpQOsPPQJOD6Dqr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7211579602bb3ac0afddf4e2fcfcadad80cfb0c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zero 7</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'downtempo', 'electronic', 'nu jazz', 'trip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">304764</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2204">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128213</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/718ca5bcddc64794a79dbba5c8d517bbc2892cb1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad English</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fhMbh4PVSLSODF2fhWwqt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7402">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eJoJ37qDqiVGCXOYbzPyp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new americana</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5630</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a29689eb14571aaa0c76a2e253b5c92ec181d53</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new americana']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trigger Hippy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7412">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-rockabilly</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AnjHMqEAps8VJdHU8RykH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-rockabilly', 'rockabilly', 'swing']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108907</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Imelda May</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5eb2761d01b8b599432ea5665c5d51247165f10b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9548">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'deep christian rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Ashton</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e73740470623d02b11b9b1da86ffc33423ae9ff</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YXvdYU3uqlbLRHLI5SFFi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8149</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6109">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'jump blues', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'soul', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19723</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e4037a4941e19bcbec3184907d6fe5657ef693f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0V6zo2mJw9FdwWLClKC9yw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LaVern Baker</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5127">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donna Allen</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MGI96UXRCEwaQGuQzAWfZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">878</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26c3dc7bc43335fb8add2dc45e69adf982044731</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/156">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twenty One Pilots</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8e28a81feb9baa0fbc3d69e12587755745a122d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14211515</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YQKmKGau1PzlVlkL1iodx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7169">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168157</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'melodic death metal', 'melodic metalcore', 'metal', 'nu metal', 'swedish death metal', 'swedish metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soilwork</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wqP36o9lqWteOCxBnXlwx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4927683f3c0e55a037f5cc124237e4934e4a8be</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6363">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/964f89e845ffdd2f99c5fb14a954499ecaa46139</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c98eGHr1V9MGiIYRLnbGO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Royal Open Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11477">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Gtz00ObXTctreyxf3h7CH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The JAM Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdb1dd77d5ad124aa99790c4abe7f8a5c362928d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7486">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Andersen</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian blues', 'canadian singer-songwriter', 'deep new americana']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20155</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dOaom01dm1MhNLnyHpWD5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efbbaee5e8a5a5c5d8cbd1397572501fe933f1f6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6663">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7175fc194aef8b7e31b2dc60fdf6daa33074f2e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herthey Hill</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ogsIlyTKIdux3uC3Lwncd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10128">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74AIeMjPiiFAfKe3eZhPtm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fe7cd0f30fa38ef92df69dc52b69453dbbb5237</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soho Strings</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10307">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">oi</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00e7c56cd1884b695620c0cc0f8c81329ca73869</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21683</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['oi', 'pub rock', 'punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">999</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14IKysoZ0qyGRsIiTk1Ase</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2422">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VxAPHwWkvVRCb5zSHI4Ag</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L'Trimm</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3656</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass', 'miami hip hop', 'old school hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1b8b7b98d1c9b6ee4da67fd05b03f4852c2b1d9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4104">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c9ivsDITvYJmYqbtF02FT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1593</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Ross</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b7e973d853d1cb2c6bc6372e501ad37c52a3229</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8195">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f959cdf42893b2e08438f2c2584f23d940661f97</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kAIRZipPTtTbZBTudxcEA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orchestra at Temple Square</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7730">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76c312997b0c3a7c559c0e9613cd0dfd8e76f306</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lhaM01nwvsMZpmPY2HVER</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carcass</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'brutal death metal', "death 'n' roll", 'death metal', 'deathgrind', 'goregrind', 'groove metal', 'metal', 'speed metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168299</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3286">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72JEwd3EjDEwTLypkFYJn9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e464816744a5512330c84a7f5fae54a6c09c165b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Outlaws</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'soft rock', 'southern rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141481</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3267">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/131c254129758c4951b09c4ffc07e5c09a7dcbec</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5N6GwJzOcOY5kv8p0NjhYL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197591</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'lounge', 'mellow gold', 'merseybeat', 'rock-and-roll', 'rockabilly', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Sedaka</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7009">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">716456</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0247f615b99bb8f9a63842a98fc5305f9e36954</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Newsboys</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SZMaiNHfdUuU0qZKZ6y62</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9667">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OraDGrDGEuqJ2d7250K1i</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doug Supernaw</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31848</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33ccf18f939ac483e758db203c886e052006a746</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3514">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CxLP749mup3ncPrXgCnvU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'hard rock', 'psychedelic rock', 'rock', 'roots rock', 'southern rock', 'symphonic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Humble Pie</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139495</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe8c25b3f5a72047ad6a71632219a9e3ca05d2f4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8435">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Hartley</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BND4VwfSnhEu1op480sCf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6dd8a818e551f463b78570944c51ce2817450a9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10400">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mqaGk86W7VW1c016QyKJF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e037879507f28a141d1c2fef7fb5646f88f6204e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Detective</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">538</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8853">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36026</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K-OS</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EZWlSBWlPsC8lCI2Y36Gl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/897aca91f990d3cf4c9499f5964ac0031079aa01</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2752">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9da85bf614f13433da4c789d13e815f664430809</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1h8YIw9HLr6E8gdXVDRbVJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'scottish new wave', 'scottish rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Country</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115125</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4565">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff49f94f51d351b245bf5bcc4c102bd61fc827d4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WjnlObkDedRrSBTC9N3lW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14028</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ms. Jade</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6159">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cannibal &amp; The Headhunters</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7whVcGHRXxF2uUCZhJb4mA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0f0bb5f5e23c01312bb1d1419cbf3f3b60df62f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5698">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2350</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['moog']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/779ff6da4d6bbd26ba6e600d34d70ea1e89dbc6b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Butter</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vaRrv3i7PDOXPEue24qe5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">moog</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3156">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e0eb81433b92ae11894a35a53aa870be824d772</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seals and Crofts</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jdObwsrIjSRnBbMw6lPBj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'brill building pop', 'bubblegum pop', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268791</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7189">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RP4pPHTXlQpDnO9LvR7Yt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'indie r&amp;b', 'neo soul', 'soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475544</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9fe06a76b2d7e71df622ae7a544a220aa4e44fc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lianne La Havas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8868">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/730d4d158d3a949160fba78ab0351cd03da7b014</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heather Youmans</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zjmu41ZgDQbRdPjm4b7Qi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10903">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Bobo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'jazz funk', 'latin jazz', 'soul jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28551</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5b9285fe5d0e6eaa34ad573cf4a858cdb033b2a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74Dnr5flGLfLeyV85l0NUr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9201">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SWohEYYTym0RIBxvoh6wt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44448</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afu-Ra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48a2a7efdf4ae1957ee1e81469c0147c8241c0d1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2679">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137054</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dazz Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4n7L1vYXp4Dt0HfxaLBj9l</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'electro', 'funk', 'motown', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1d9a23a6cc97bed6bdf11e5365bc8b8343cda3d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3096">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d642c7fcc7eae73839a1d4afcc0e8584aedad471</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OPDc1fHuz5oLeCkCneEdk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Jenkins Of Pablo Cruise</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1093">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20s0P9QLxGqKuCsGwFsp7w</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mario</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1521965</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5118fc8a4585bbfaa0097ac5d2030a13970b97ca</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2777">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'ska', 'ska revival']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madness</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac17fa8a7f69e6ad9748c6508e9d8bf280e4302d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">370985</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AYkFtEBnNnGuoo8HaHErd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10179">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1452201542d4d4c39f34adac166e4ec891038b66</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">theme</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['theme']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ztF5PyR299cW3M4zGivvC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Barber Orchestra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/264">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DeJ Loaf</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'detroit hip hop', 'pop', 'rap', 'trap music', 'trap queen']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1048103</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kFfY4UjNdNyaeUgLIEbIF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa0f248b9c15c7d9417efe05af575b5c24a650da</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4969">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">794</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iBgDj1dAWyi7R5J6KYXJM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damian Dame</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/056e467421d0025c4ee374208b2686102358707c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9094">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vScT8fvEQDjxlVDL840S8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JS</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">666</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/665213b082f64bf5575a178dfd7d0993d1444662</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3135">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2022</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Jk87AV48O8quMXNs7sMIW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fb4b099fe54b0a2b588007520d340cc35caf327</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starz</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7384">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">379722</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caribou</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a25f22ee209a3be61b94be9da95bf7ec89c95d98</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'dance-punk', 'electronic', 'folktronica', 'indie pop', 'indie rock', 'indietronica', 'intelligent dance music', 'microhouse', 'modern rock', 'new rave', 'trip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aEnNH9PuU1HF3TsZTru54</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8490">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38u18VoGaIwVeSyVoA0eU5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01f4791f03670d5e20befd031392dc18cfea84c3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hope Sandoval and the Warm Inventions</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'dream pop', 'freak folk', 'melancholia', 'slow core']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49337</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8311">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152888</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'dirty south rap', 'gangster rap', 'military rap', 'pop rap', 'redneck', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Cv4OTcRrMvpUqKQftW88M</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Haystak</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb467ade48887f68b384e12a0392b241f15ec1bf</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5492">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LJLkqGPy0xFsVCdPP6PJI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter McCann</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08b53f2e038613f551c4bfa215e451d0a19ad745</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10073">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">488</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/721e47f3338dae6dbead43bd024e5651e5071010</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AnJUIQ5kdHTz9PgzZs1wR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phantom, Rocker &amp; Slick</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4143">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reflections</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/271a9ac11095919daba5deb0c518f18515f06aab</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16MmAZ7GcBVGWTerCA1H9l</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3766">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vogues</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82eacf1ac89b6370b856c57dc246673efb380f54</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ma8KxtvoIDSU5fHtuTS9F</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'merseybeat', 'rock-and-roll', 'sunshine pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22823</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2501">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45244</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Gop8SbSVt5SaJzuaRFa7D</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Estefan And Miami Sound Machine</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/808">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'escape room', 'new rave', 'pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M.I.A.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31ef1aaf80f623deaeda9c8d5a4074b7f8b34516</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QJIPDAEDILuo8AIq3pMuU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">818410</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6227">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69OOiGDvj0o9QQ184tqc9R</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a95c760ade76678a03140d651fc80cc708660b2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cool jazz', 'space age pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Paich</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">806</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cool jazz</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6849">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1M3BVQ36cqPQix8lQNCh4K</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shovels &amp; Rope</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118283</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'folk-pop', 'indie folk', 'modern blues rock', 'new americana', 'roots rock', 'south carolina indie', 'stomp and holler']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37d696d83fec2b6a1eeaf69ec91b5a37b089d967</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10712">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Karol</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sa3V3h1PRCxcFgqtJan4G</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5a4305034f8ced9ffbb74072a6a006130d52905</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2729">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cLCoFmTc8zHOP26agi4dC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1418</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josie Cotton</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6905f3f435baf571c3cfdf09c2d93fe79f331fa2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7863">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdd0632f395d17a60efdbd9db3584882a6a3e208</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mbgkaYR8KNUb5s3s1yYHG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Papoose</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'hardcore hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160972</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5836">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f5506a05af1df49ae3de6064f493dea3c1e4064</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ikettes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2008</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vNCmeT4klWtM1xgF0oohu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6715">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa047bfcb6298b8dfb65eb626ba2a765ed8d42eb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cantautor</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0h1zs4CTlU9D2QtgPxptUD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3807255</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cantautor', 'latin', 'latin arena pop', 'latin pop', 'rock en espanol', 'tropical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricardo Arjona</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7246">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YkBrE0wF8cAlq3GCOw5Eu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247552</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'folk-pop', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'la indie', 'metropopolis', 'modern rock', 'noise pop', 'nu gaze']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Best Coast</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/706dd1ede9ca2f42b6a2bb15e0dc240591dbaf4a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1177">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469828</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29WzbAQtDnBJF09es0uddn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/914ae1ce7fb065cfb0c89794e5e41c6eca758df3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corinne Bailey Rae</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'folk-pop', 'neo mellow', 'neo soul', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10596">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1528</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f2cfa5a87256146769b85b3c918b27496aebd9d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['piano rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oFSDUi4VgAWAn7t5RNaan</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">piano rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicky Hopkins</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9706">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92c6777dd640e5cd0de5e17a40660316c628fa42</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24iqotHcgFtCZ7fJT8dG0H</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Lionelli</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10079">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'melodic hard rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Lynn Turner</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RRsSauHi9EYx8AUmJMwkL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18152</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38b0e2337bbabcf17df020315962f74a06e8ac1c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/294">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZsFI1h6hIdQRw2ti0hz81</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8904473</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ZAYN</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90e30d448412c75b896da19a68db1da01ed99133</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3761">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73b24c9b83bb1973910a9df0e0337fc64a10251c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">879</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">buffalo ny metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wdOFU1EmFgTblMSwAKQEr</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['buffalo ny metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhinoceros</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/914">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diddy - Dirty Money</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97608</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QYEvpsWUOjqaYuxDPTCmV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/184674b36baa9cc7f0048502e78ce615a35ba08f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/957">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">747064</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neo mellow', 'neon pop punk', 'pop punk', 'pop rock', 'post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boys Like Girls</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vWCyXMrrvMlCcepuOJaGI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/449a84503447478d849264a3058d8ea5209750fd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8349">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TXBtynyfyelfhhdJXd9cM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Hylton Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1883b8498a5b0ded39be436cb437bd28a6e6766f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11345">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0reX7t2M37jLqLy1Nj1FpT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LaTocha Scott</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11362">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">657</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zQmORVNaWz1cW1KJB2cTX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13648b3ddc86d555a1db84185ae509cb031579d0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mick Jones</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7906">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Jeselnik</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic', 'haitian gospel']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320IRZ1nffhXLLcs2CSX20</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44917</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2733e1aa3a69543deee5d11aec23ba34a8f276f7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4763">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'lilith']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ON3fLFbL1rHfHEjeYNKsO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f42d88d0f9ea645f8e0558b60e74da34b67e259</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25236</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda Marshall</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7497">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal death metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal death metal', 'death metal', 'deathgrind', 'louisiana metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59YfPxuxGghrdPumu6aFKI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edb494504798351074f09ee2dd7370d255d5d11e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goatwhore</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38604</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2271">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3X0tJzVYoWlfjLYI0Ridsw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92f4e3402762a43a6df812acf19a987081fd262c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suzanne Vega</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213444</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'new wave pop', 'permanent wave', 'pop rock', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7373">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72826</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe6b0d7e4e076bd52c1027e7aeda7ba7848ee7c8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Army Of The Pharaohs</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'philly rap', 'underground rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13FswnDmTIttTpiK9PS0BI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7489">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dcc8572454c879531dd2cf12cc51df88a667a0c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DyywGnuzXGEzlZMXBcc0j</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47314</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Creager</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3266">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">South Shore Commission</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Qwj0kkTlEB8krqjXtxlpd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4038771ab6789443d971cf2177fbce6e4357955d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7666">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31730</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Star</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb95ef558e6158954844550b9bf38229bd76dce3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01LfDhfF9mkpmEwRalZCmO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9339">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SiyKSeJo6gcsS2NvuAbsl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'nu metal', 'pop punk', 'punk', 'rap rock', 'skate punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167979</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f769041babb74ecfd68a68df9144e20c056c335</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">zebrahead</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2507">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PqdKx88nAgPolRy079lMl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trumpet</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herb Alpert</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trumpet', 'lounge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40374</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf2d6dfca061ac9d861aede44fa4c97ca5a0459d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4281">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67d86a08ad87665141fa318b72efaa768cc2716c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Britt Nicole</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'cedm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BXionV4R0BunrFpSwIMUK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">280953</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4555">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Huey Lewis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OU0OH164ypvP4G3AYynXs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cc09f98bae551b01f0be5e7c46c9b5fc9d92663</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1003</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11315">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">So</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abb865400c598c218f846427d9a5d79a87523ea1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13xuyIbGKJ5h0IcVYTbahl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2315">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mITrNyXdPhy8phBHPgAHk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Basia</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42434</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d012cf65fd4d32771c8efb12e951d8e62171d9de</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11116">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8339d9420b154fca338a24c598f54426c0b5147</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">741</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson quebecois</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184MRGvNT4misAEJxtkBWi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson quebecois']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Abel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11448">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0S5eP8Jh9BesMF46LEWzIr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Reloj Parado</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7849">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'hardcore hip hop', 'underground rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.A. The Rugged Man</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mUHAiDazZq75gh6If5zoD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66561</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3832ced3d959f4ed69001c1f154673104307d74</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11221">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The La's</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2657fa7789ec2be647b71076b46f980f7540c73</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47Z8LEl3LnQkcpva0xSthT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93570</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3909">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IWke5993mDWWZpnEyqr1E</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Munchkins</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">355</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8983">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C-Murder</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245427</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fa22903813d35409a9c83ac315a35cc78bbd5c7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'deep southern trap', 'dirty south rap', 'gangster rap', 'new orleans rap', 'southern hip hop', 'trap music', 'wrestling']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4135eJjHCRw5SuVzLfzR0x</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10347">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mcMCQLrNDEW6O1pAEK3dr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Horslips</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic rock', 'irish folk', 'irish rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7344</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/843a3c85a9712cef3ba63b930033f6fd075e88f8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9253">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Azz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30713</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4696ffb4b058b5a832285fa28445c578523f8583</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ykdy4jtPLFOuaJrZqHTbp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4639">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46mFShagVGedAtk3aIxg4l</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Knight Instrumental</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1046</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10270862f8e12eb6c6516d40f7e74bd3a3e0da16</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1888">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jodeci</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">946185</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4600df5d140fabc3e596758c9d4c9ccc83326ba</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'funk', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eNkUXHPaXyuyC8NAgzykK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1701">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0aqrM7Fo3Ml66Kc5JAzmjt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9685faa9fee837fba654a4a8980cffc000005b41</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deana Carter</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219535</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6537">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436511</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matthew West</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6e8OTLDQpaz1Tl2GEaxsNj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fbf5dc870e0250a9dc4d290b1752ae598bd1382</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4253">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Motion Music</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05jIrjridu7oRFkgm9b781</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff15b5a6c298f43d344505cb851261b49aab3b93</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7442">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Trono de Mexico</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359641</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5L6QAKAkdJIPLsNbItZ2KF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd513de612781d5e513bb5fc0a10c63d7070c201</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6710">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">He Is Legend</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53cAPynhUIC5WFgPPfbp2r</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44595</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'dreamo', 'mathcore', 'melodic metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6114c71bd22fb55fe4a25c830714a2ad25b6d3f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5904">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Scott Brothers' Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YvGA11sUR8c4FIpINFrt5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10641">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261026</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin pop', 'latin talent show', 'latin viral pop', 'spanish pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ana Guerra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65519a7e01cad3686bed44bf586f312eac1100b3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MRynBsyLGzv3IQ9Fip6hO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2470">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wendy Fraser</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oSO8nxMHKOJKj7v8l0zWh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2086">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EgtYGZoF5jLydCpz43xu1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tasmin Archer</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9267</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82be9a57b9d532e73876e7f3ea6a5e4b35df9d87</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/366">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KImCVD70vtIoJWnq6nGn3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4821657</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Styles</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d5beba53acf92820f5b7dfb59ce615c99800a13</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3131">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2228208</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dce90ea7db620f12daa82d49a7015836fa1988ec</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lynyrd Skynyrd</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'hard rock', 'mellow gold', 'rock', 'southern rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MVyzYMgTwdP7Z49wAZHx0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5946">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe5503891da9e0f5db020f9dafa437</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Single Sessions</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dVMmfrjLJR2NfmOZS5o3o</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4583">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PsXktnr6Ff4jxNJeVuWcG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Cozier</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">315</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1319">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">357766</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jet</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94f3f0804a447559866696493de025a5e6a79d02</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'modern rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ypxebeHEIXjMtJb17uJlI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4444">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">361</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0crEz1koY32ZgYFwBRG9j5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a65d8c46babcc4b81d2d1199a50ae25f2f10f4c3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kids Sing'n</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2146">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'alternative rock', 'blues-rock', 'classic rock', 'hard rock', 'jam band', 'pop rock', 'post-grunge', 'rock', 'roots rock', 'southern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Black Crowes</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8882a5775ee941994dfc77c2dd4551122372674d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340100</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5krkohEVJYw0qoB5VWwxaC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6350">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Why Don't We</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jnIB6XdLvnJUeNTy5A0J2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'pop', 'post-teen pop', 'teen pop', 'uk pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1502085</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c98c1c47d35678ba9d9ff3246a7035a2de0b3156</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5511">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11113</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3X9xSaKYs3EY8l74Hgy5rz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6304f84c41b8395a5b6f179f0bc03f880a3152ed</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'post-disco', 'rare groove']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crown Heights Affair</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6161">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trade Martin</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3136</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5m474HTTHz2fAq4sKr0Pzl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1b0330c3269891bcaf0e8efc2d123baeabb6d78</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10632">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26RphFvRpP9F4KTFZM9kOr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43041f4d0b9ed54a87ac62a8644883ba014fd60e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nitzinger</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2212">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d91f5df73139ab7341e41147e4b907515977ca0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08MVPakTEdRJimQNV61NFR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freedom Williams</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4636">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ce26e1edf4af7b099b18c3dc154c2aecd535e37</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D T Karaoke</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WjSNggFFTIuRPUd915j8N</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8935">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efab59a05dd4287d533477712b53b519e82b131f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1268</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0J7ESdJjIJ5tvkH7r78r6c</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Casey</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7510">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f5dcfe0e83c48ac30137dd0973be49a77bd58b0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Rp3pcr8W9rhgF8YhHqplP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5854</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eno • Hyde</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10545">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YHtIE7FI8ITfekzzN5Jpl</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60029</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shuggie Otis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7811a1e80b838569427b817331c3687ea2c1ad96</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'afropop', 'classic soul', 'funk', 'jazz funk', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2284">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TKA</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ihWkKDRxQFy33afJaI95y</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db13c2885bc21b9fe19df868a702651f987d68e8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24738</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4322">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1546597</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Time Rush</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GWCNkPi54upO9WLlwjAHd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0102b6fb8b504c33cb8b991ff91b2c2bc0c0d30</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/549">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CygdxquGHurS7f9LjNLkv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Big Town</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8cc41063d32d5b1e50a7b05782806c778088c2d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1506871</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6894">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angel Olsen</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">205272</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18712a31eb800ec911d34a8f0bc758ddedaae3a9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative americana</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative americana', 'art pop', 'chamber pop', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'preverb', 'singer-songwriter', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mKqFxGMS5TGDZI3XkT5Rt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4335">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Made famous by Glee cast</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Pa2j8DR6wPwMGYjDxnL55</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4123">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Barron Knights</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5971B5frCeQXuIgCvPy1Gb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2255</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'comic']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c77a4fe9659c0e057adfb627f818af7bce695a13</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5370">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01W8kYNqFHyKicPfR0pLwO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16836</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">England Dan &amp; John Ford Coley</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11308">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12eoM9FuPYxDxuNQvtdWM3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1978</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0867c8981dbe706e8cf34dca15d447a5a702c07d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brazilian Tropical Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11241">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wNJqB4tDaQw2ZCLWpOqXU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Eagle</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2128">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">House Of Pain</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AuW7OCyKfFrsMbtHrYgIV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271292</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a7bfc19ffcd5384221a81b3394c8b0c4959feaa</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'rap rock', 'west coast rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6786">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qfrrrSO7utFdJkM2tvMRb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160478</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CeCe Winans</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4886b1d2c81d83bfd113562efe64db842982938</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1307">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Boi</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236935</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'hip hop', 'pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ht3wxeT69CzyKFChNnNAB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81a8d88364bdd4df73189d2619d6ead65d5023da</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8088">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e87856bd805d7db4db1115083b100d56da90ab1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53733</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Courtney Wilson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5K2BdUwQNqXy70BX2L8BQx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11231">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46110</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c29e92120e00d40e748eefb74732fffce27e567</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Temprees</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RTmjg2aicwP3HFZP760BU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6354">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'comic', 'funk metal', 'groove metal', 'rock', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285623</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba8408c11a1bde2c7fa1f2f08aab0aaac52a0942</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clutch</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161AC1AVRkIGIMxyj5djFQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8744">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c38b58e969ff03d2e7d3c47dd26e66328e27fbb8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dame</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gkrkKLosyUaFAlxUTAcl9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10563">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e26cd9bd23bbbcae0a3ab1a804eb56b9ec38c74f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26902</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YE3Wwk5wqQmFXM5qyaM6u</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'classic rock', 'german rock', 'psychedelic blues-rock', 'psychedelic rock', 'symphonic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spooky Tooth</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8559">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'modern salsa', 'nica', 'salsa', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02bdfed4ac00f4bced6cf9bde8d03c4770d3e7de</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luis Enrique</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">364754</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mUI4K6csTQd3jieswcmiI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8702">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e93086d375144874fcc3846d08ef1ab50da5ea1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZGRgVoNjg3cq7PFORAn2V</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16295</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'nintendocore', 'progressive post-hardcore', 'screamo', 'trancecore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sky Eats Airplane</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8498">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dominican pop', 'latin', 'latin pop', 'tropical']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dominican pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">592850</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69UypehHabb68utzfjAVlV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kany Garcia</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad685c9574144fc19e142d0afffaab5ed2600bd1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1718">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Bouche</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">488v7rQzthLNK22r0UvMie</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93cf65af0ce827fd422d49012e9a8ac83417d514</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'diva house', 'eurodance', 'europop', 'german techno', 'hip house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104709</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9609">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bushwick Bill</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Cjv4IeE8gjeiXvwRjwSHb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap', 'g funk', 'gangster rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95d4b5d372981911866d396b298d473b3dbf6203</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40591</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6995">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hard Working Americans</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/906d3e6687d62093ba4d0ae81c0dcfc557b61b6a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HFE1NUz1561kJM2lHI6AF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12693</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9746">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4im2dBgt8pbyCfeCoSNrJR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5709b6dfedfb9dee9d67689a7e0a513ac1ef8d0f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K-Solo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">701</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3249">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e16913d13391ccc1827f16c6c63d87d697aee139</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marmalade</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tttI1iC4FsS6BM5l38oe5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32768</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10095">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/915785acff9803c33342b3c48fb11f03e2508f41</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WK3Lm6qpI1jAJerFAeFve</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">325</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9834">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17725</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d1f45b348a92e1b70a7922165b0d85f6162c235</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sh4WKluS0LOsPdGPerKJ5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Babylon A.D.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10827">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/188ad70938b86cefd8447545a16306483070447f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">489038</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ennio Morricone</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nIUhcKHnK6iyumRyoV68C</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'italian soundtrack', 'soundtrack', 'vintage italian soundtrack']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8103">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26017</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Myron Butler &amp; Levi</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5b4vy4GMu5dgRMOt9bHZpY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c62a99adff4d1ddd8c8c7aad7e6bd78163aac91</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10795">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">386</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/172fa6d465731cde430b86fcc8d03acdaac11c7c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MYFjuZCeaLHDnT5iTy4Q5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SRC</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4092">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hsuVq0DQonl3PnP7qkfvP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7102b5723d1ccbe3bf966cb8cd69514f05cbb8b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul', 'philly soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sapphires</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1531</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9223">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">968</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loga Ramin Torkian</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b17fd875f3a0d0cc788c71df1caed031053eacd7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HNBAhTsOulvQ5vKYzBNP1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/176">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gPhS1zisyXr5dHTYZyiMe</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Gates</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6b7be45cd6b0dbc9ef51c15a237712b1b6f50df</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2554515</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10906">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZATfKurLqflrBhv2FLht5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/762e54c6a5d7344ae05da3b280b8916f6491bb43</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57714</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Horace Silver</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'free jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz piano', 'soul jazz', 'stride', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10270">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3012</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b46b4a030f8076447e1febf08bfb2dc6e0e22e5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XodN4KfV2123n348vOyhG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seawind</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2639">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afdf6247b6a9528fa7fe9f3870288febb8a2d556</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ozLlEZTdSV3pjHgWwZMsi</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chrissie Hynde</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12411</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10953">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Addison</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dD5t8KmNIXcf3CrrL3jK1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3dee1c6681e92df84d4acb78172c158fb5f052cb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8781">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0veKrpvEQNcJS8ay4Lg1Q9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vietnam War on PBS</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1219d510b00ad76a4b8e9dd5be9bfc3f70d33208</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1411</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4692">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tc5xhcuEtiRizloAL4wZI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23432f8af008f10ff08a1078755b443ab468b136</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2981</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S.O.A.P.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7757">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AzzsLSrHV9darZnK3RSDN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Woe, Is Me</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82b7cdd637a5db14563f57ea2ff51ae6483245b2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162415</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2078">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152431</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kUQJlewgd3UFKVYrrmILh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raven-Symoné</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1ec283d355b9d165fdff2a2fdda1549e3c41cd8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9383">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22qf8cJRzBjIWb2Jc4JeOr</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tash</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2367</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df23756a8898d27e1fb46ac52e0d0bc790315cbb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9539">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kula Shaker</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57c3cc11d3d0eb492511184949725d99c4b1d01b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bGcpvHbRHg8s0wiNyIZK1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114218</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7648">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bombay Bicycle Club</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pTE9iaJTkWns3mxpNQlJV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">625853</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'british indie rock', 'chamber pop', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'shimmer pop', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/429e60aee2b6e9ef39a1a197b9ae2e5b6bbea455</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/256">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd25111ed116879614723278bed89799294c23c5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C5vXvYnmVVTKw4GVCKGzM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Derez De’Shon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184054</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8480">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fee</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">904</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c8AjXqRjZKeyDA9tLpsL4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10e512eca46b2ff163ea6d0f34a2338f7d660328</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6027">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bob Crewe Generation</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hDUxXgWCMrkwhaw5aG9U1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e72c8e4e86a2afbbc47d9e7a3516bc8ad659b409</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1062">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08Ld63UgKrJ0nZnCkzHtzc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Project Pat</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310935</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47a46e916b2b4291e2fcf12f560e9c5575018ab6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1104">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diddy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/605b9f65fff2dee52625aac975d146f13cc6bf1d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'east coast hip hop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59wfkuBoNyhDMQGCljbUbA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">838278</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/299">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jake Paul</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1074450</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61d8e1f33e799907566645b84e7571f11cf3eb21</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41hhOkoRcm7m4fE0g7t1sa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6001">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XbQIqsGmrwU3Yt3T1z8i2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7356d2674ac8e80070aafa26f4438e543fd3ace8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">370</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Powell</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5870">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Sb4jcMlVKNp4BzGXlU7GN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Baskerville Hounds</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e87145485ccfcd5aa1ed41b31f492f5456ca9fdc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8076">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90178</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffa6405f1d8fec27531700d4c8d6bb5784a21c28</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zlJDQgqnr9AocrH9gs1Es</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'heartland rock', 'lilith', 'mellow gold', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lyle Lovett</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5181">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EErJIzXBBSWY7MkH3OaYY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">899</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cc77edc66be7080049f52d85ac0c2c3f7cae746</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9467">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nUgYF7wmkUux1M9SdXM0h</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philharmonic Orchestra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc1e71270b59430c641eb823dbbc50eab31c587c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4840">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vicious</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc10f61b965c8fcced0c8ad4f525857dfc5ff852</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2N6miqLGY0TbLGcG42naDC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4541">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vKhoHnEBN6Fq8tsMVpXaN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6457</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stingray Music (Karaoke)</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ea7f1cccc009fe7266a36acf9a9093d3ba2f0fa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2411">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Almond</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8097ce3c130ef08ba90ad3786904fbbe73cf52c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38018</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nBZYpVAH6bD0QlD7Mpil7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7950">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pinback</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be1a30d487a842de4846e2e41df16da680116ec5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZWvN9FEfdTea1SEHjpTNi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie rock', 'modern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84190</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10220">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23372</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KzlJXg6A3NVSCkRjecKnS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Gatlin &amp; The Gatlin Brothers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c0cce355ec01e68a96ef2d8969c7d9c9108c5de</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1279">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6B16XZWuJ9VERn7pXxCIda</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c829a7ae692ee49c09f7967501781cd17b507926</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196758</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8Ball</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3871">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/379e8ceaaf1db0398e8997f44a0dacf016f39a15</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Petula Clark</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nKqt1nbSBEq3iUXD1Xgz8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123865</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'easy listening', 'folk', 'folk rock', 'lounge', 'mellow gold', 'merseybeat', 'rock-and-roll']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9604">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk-pop', 'lilith']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33l98p2cihs2nOciAPsuQh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">October Project</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6178</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16fbd16e88c382c29f29e61814b646160622a1af</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8020">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'pop rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Far East Movement</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93b2785adf676fad08b852122e6e48753c3d966b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">869755</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">698hF4vcwHwPy8ltmXermq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10145">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1784</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3U4Vwf90JkK6tvSs1koEk8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1e7447dfb7e942ad7e0288e3839c13df815a39f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sondre Lerche and The Faces Down Quartet</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7525">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mQilAy42MqNPqUFqK4Z0o</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Umphrey's McGee</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124363</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cec998e3d9d540fdc7526e23ba0d8b164e5a179c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'progressive bluegrass']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5655">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1010</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spirit</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/320fb55bfb4019d92939f70daf81578532e0877d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gEJraXeDAAZw4KPooZsx9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6449">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bishop Briggs</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">443825</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'modern alternative rock', 'modern rock', 'pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yb46jwm7gqbZXVXZQ8Z1e</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e29a7e368d3cd370cc5806104b8fd8bea5dcff8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11088">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">570</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3W9geOv9EsI71zPr8b78BW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06ad8d70f2827f971633d93bada628f3d2ba47ca</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Del Mar</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/746">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">751342</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'hip pop', 'new jack swing', 'old school hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LL Cool J</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1P8IfcNKwrkQP5xJWuhaOC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77705115296b3f2b788c4fe37bfacea73d9b7370</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3558">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Every Time I Talk to You I Feel Alone</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75NbtUU74Jkb5nSAkWUeGw</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1940">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f7dc6dc020567ca79347b4cb37a61b0277fcde7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56925</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22Zqu1yyebVnbve8FxbJ2g</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rednex</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5300">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40B4rvXn71qa0Vi2ZtBjS1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">583</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/752435aa1e63eec8c998c6e600d81255474e5bae</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Balance</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9560">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superdrag</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'gbvfi', 'jangle pop', 'power pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UGwqiX4QA7R9hNBwzjavF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc3741fcf598fc72c71bddbc88fe22d8cc41b5c8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9529</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/314">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheat Codes</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electro house', 'electropop', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1286551</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DMveApC7UnC2NPfPvlHSU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84f3ff908c5318248edca2b68d800686461b74ef</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8341">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11YRCHvPNTcAMCdRY2zO0o</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b754664df92e3d6682e2c8e45aca1774fd50d23</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TROOPS</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/725">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Krewella</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'brostep', 'catstep', 'dance pop', 'edm', 'electra', 'electro house', 'pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58a989c06f9b9321c9c4dc02e08a701cf3a5fb97</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">747142</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Cd6nHYwecCNM1sVEXKlYr</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5861">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4712</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1USHlPahTZrCeJXS2v5pkF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thunderclap Newman</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bed60bc139871df1b53b30742be97ede03a69b15</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6094">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sunrays</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rC9fjh6fYA1yYRR2Hl7yP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad52605d2ccd8c4bb668087be9a92816882719a1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/202">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1330572</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tqhsYv8yBBdwANFNzHtcr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Dicky</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33c1ec97b187cedcea9bec3ea55c707fab2a29ef</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10025">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stranglers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RUEHcBiENFEqxgicqS2ig</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78818fca4278bc7f51042910b40a2f95df682f59</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247936</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'britpop', 'dance rock', 'glam rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'protopunk', 'pub rock', 'punk', 'rock', 'ska', 'synthpop', 'zolo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1292">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Depeche Mode</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2439063</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ec1d1c7a48df4244f0ba708eafd28b7afa6166b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">762310PdDnwsDxAQxzQkfX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'permanent wave', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7986">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian indie</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12739</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clairy Browne &amp; The Bangin' Rackettes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wD2i7Mq4ue63myHCX8OPf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83ace5b9affc54ab76c5a6ece54cc5b7dce29684</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9715">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3klZnJvYGIbWritVwQD434</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c18ed7e651a0c62cb6d5340a01a1887a4678173c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duncan Laurence</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42371</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8371">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Williams</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56b609e85501dd6e213b7e4a4a6ff01662ad99a7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15592lDspISn6JFzKnmcQk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7803">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b40140f2416568790e8497318f564e21f37bde4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madlib</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LhTec3c7dcqBvpLRWbMcf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179482</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'funk', 'hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/189">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e932a299f15c1470e6ba5d15400b658f5bbcbf26</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qwGe91Bz9K2T8jXTZ815W</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1633430</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janet Jackson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8551">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunset Rubdown</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f4699207e15f61ee70ed4b1b5b1d2168549dde5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18662</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'indie pop', 'indie rock', 'quebec indie', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kmq4NmMAD2EB24v6Il3qr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9875">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98a2de03e5544d56ca2808a5fc44feda3e8e24b2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11325</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZMaiDLfxDaoG7ULXgcnDb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo classical metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo classical metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Stevens</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/582">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Newton Howard</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2M4eNCvV3CJUswavkhAQg2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186472</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/998e3bfa6efb8832802670a015b03b1e334dc311</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5605">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philly Devotions</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ewLi2hXQXXAyQ25rgTmXn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2aaecc84d46c371cb192377c6bac946e1a4d26c5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/652">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Kkhk21siwbW3BfZUwpykJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1176</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katie Lopez</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2017">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'turntablism']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93430</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72e55ffac50a3ebbe62e5b43e6a6e20bd327df7f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Moon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yN6bq26wynQcRuPkBYTDb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6734">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'groove metal', 'nu metal', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KCph1z3jaSwhtwPzoYp6i</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122251</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Body Count</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91704c8d109ce5601678f77083cc30c62622a59c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7265">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'brill building pop', 'sunshine pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77795</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Q82S0VzF8qlCb4PnSDurj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a832eaa4d4ff006a419610c2c5d37140efa00225</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Wilson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5596">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EORJzqrFf7pwweCv9fUnV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shirley Brown</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'soul', 'southern soul', 'southern soul blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37441</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d4732ec2c90a6a2e5850774e22cb67b8b03457e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2627">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rush</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fdfa7c623d77d5900e69eef2443340e3493a4bf</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1132388</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canadian metal', 'classic canadian rock', 'classic rock', 'hard rock', 'metal', 'progressive rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Hkut4rAAyrQxRdof7FVJq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5337">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6748v9yNrbb4PPJuvfoMRa</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17976fb12159084e9e1ff11f9a1235bffd3ef769</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Allen</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5130</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5973">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a287e5c508c9059518e83fd8ef541868eb9c8a00</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tsqczONFOCQH4Ot2xlK0u</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Candymen</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7704">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HMMreaseNp6oSu6Q7Z5sj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John P Kee &amp; New Life</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6321</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d61f5a5fc8749aa0d9bd3e7871bc6c19b19d1d69</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/395">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7db34c8aace6feb91f38601bb75e6b3301b4657a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Ocean</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2h93pZq0e7k5yf4dywlkpM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'hip hop', 'lgbtq+ hip hop', 'pop', 'rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4669769</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1208">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">551</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zBZ1VgB4jgPW5KYDJIOL9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marco Marinangeli</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2115">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wreckx-N-Effect</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lLYZf9GpSq6Pf09g2N2xK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53211</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'new jack swing']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95c94f681f85092cb32bfac5cf727553b6faea0c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2206">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Siouxsie and the Banshees</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance rock', 'dream pop', 'gothic rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'punk', 'rock', 'uk post-punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/baf868deb6e3944db2717194bbdd9016e48f3de2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363466</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n65zfwYIj5kKEtNgxUlWb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5607">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Rqm4lxi4IhNatGFqKSXlW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Shelley</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d348b3c2b72cd2e83b237c37ae10c03e9428e6fc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4081">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rTgolMbO5tyXZvD26bO8e</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/823e1a2a68e810b1fc2fc4cf354ca85b340697a4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11460</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Del Reeves</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1073">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/802b8ab2ffb0b7bcd5906410597b283bd52cf2da</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Stylz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1W4yZwIXzRls3KoybGLKy8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1537">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">635098</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mýa</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lHL3ubAMgSasKjNqKb8HF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a66bcf14cb2a5367e5f277ba6c9cf4694b958158</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11455">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Athena Cage</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kqVmaPdvLEcfaT9oibK27</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65920</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/303ddc3bd7f5fef55e2fcc0367f67bf293232a3c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5842">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0q8LQM9bH2uGZ9QvA3NeZO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cold Blood</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e088853ed7ffd396fbfea9f21119756639c4c8d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4065</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6031">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14688</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'deep adult standards', 'easy listening']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa3aa11f7cf2240f8e3152a97642ef3068636a5f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Fisher</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bHSJldq5J4lYowHOm9OOX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11349">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0on77wxbUaxxzxam60MatM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Zanin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10361">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e3e88083c3ac649a1a8ef65a9795ea328413e58</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faze-O</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KzfI3D3E4Sj4khfuceLi2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5736</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco', 'rare groove']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/699">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0f17a1d34ac2462e049b89daa2b8051231f753b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Birdman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">553650</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35sCXuy5gN6Or69rZ9vqBs</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4877">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeru The Damaja</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37d16546075779c812dd31d6d8583c9e525d6df7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'turntablism']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CsOL9C9iLL0eWKINlDxzQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103548</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10373">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1851</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e53631adafa73f6c30460bf2794e57e52f05e81</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norman Connors and The Starship Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ks3hDMH0o099tTEV5LVyx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2300">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ufm4BHf4ZdolpvcvYgH2S</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Devaney</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">309</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10817">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'freakbeat', 'psychedelic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Electric Flag</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qyfxCyE6JsPkcGVIOPpyl</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/188c9926c47fbeb9e8577683a39d40640b242622</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11836</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6458">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SgHzT552wy2W8pNLaLk24</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hillsong Worship</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'russian ccm', 'world worship', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1523887</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c00f8b71b2a629cdf0b81e0624e2042ac192eac9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7759">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Beckett</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14196</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c28bdcb5299e72faf98910200301eb4f319efc7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CtuVv4AQbupHTsr3E4d9p</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6438">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aoy0R8uP3x33eqKZOLpN1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lincoln Brewster</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147795</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d72bb5487e51ad4e3bf8a29c8cd681fb87a1ee8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5675">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xQhG8LW02STEfCoB12awq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">498</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mystic Moods Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d800c9c3850ae602c54192cc4efcbee3f7115a5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2116">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EVUivUkugMtNF09L4QBMH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254684</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hi-Five</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfa0bf6d51575358d62c90e724e5809878c10cc3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9001">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">716786</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d39cd5769332fb51014cc1cc9934c8890fcd49f7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Mz5XE0kb1GBnbLQm2VbcO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mos Def</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6706">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ueoLVCXQ948OfhVvAy3Nn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'chamber psych', 'chillwave', 'dream pop', 'electropop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'seattle indie', 'singer-songwriter']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perfume Genius</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95e04ec2e643251467cadf8b04a9c4c6bc632783</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192760</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4912">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">616</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd16a30bbf05346c9a760f8df3e40fec50e1f6a1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Young</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OJ1GQ2dP0EHWt3PbrpuI5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/852">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mat Kearney</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">373622</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NQEwAVHBNcI0tGMLlWwF1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/507fd89a3d7d45f0430bdeb3794b991e9e641fa2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indiecoustica', 'modern rock', 'neo mellow', 'pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7860">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4l9ufn9GC6LLYXvIanDlLd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Face To Face</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95955</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eff6663fc521f1be6120abc02df7981870d31f2b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1369">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UKa8gyuwzx5arpY8kf9XK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47c515405730429ffd833ea06926f84d198e409d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3930</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kimberley Locke</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5225">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe26422e30f43be7061e80c543e03424019d4794</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8025</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59hMeIYY3k3NoX54rrVGPv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toni Basil</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5083">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94238</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3537Phr9t8GWkY2GtxDpnt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'hip hop', 'hip house', 'old school hip hop', 'rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fat Boys</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12eb78227f5fbfc59ea54d420382feda3dee2e86</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2899">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45rAZqRt5nUUMatQzk8qJu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08ceffdee93480895eb22b90a629d508aa102eb2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57002</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Lee</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5421">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q2AjYY7FmiMh29bKki4EE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c1537f8373c8640d3bf7fd7492c14e2275f1d15</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10587</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gino Soccio</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'italian disco', 'post-disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3102">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f2d7e6c025c3983509a3d5e767d5437c9d761ce</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12118</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ii6e2pv8VIRwnTER71rMl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Taste Of Honey</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2986">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc4e0f474fb4c4cb83617aa884dc9fd9822d4411</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Mxqyy3pSjf8kZZL4QVxS0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3156386</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Sinatra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3913">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Lost City Ramblers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'appalachian folk', 'banjo', 'bluegrass', 'old-time', 'string band', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3782</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fqd1tgX1D2YESwxzr2cvd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3f7f59f9594db9f9fe5a9063abc2ab0dd07b261</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3867">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">357</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rose Garden</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/447045a57665ace7bf5c8eb7528d18a22bf8da12</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OlIFruGJ8460GJustxEGj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3927">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.V. Wright</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17907</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feb9c3cef9845c193b9c0ad43f1f2c42c68b1727</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eRG04xbRiI1AzY8uTCySk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4031">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WvziZcLLYLoMMdmQx7qcN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shangri-Las</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21da36c8baaaa0667af012b0b0e3a5c1823e0637</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56613</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7140">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146111</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Widespread Panic</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54SHZF2YS3W87xuJKSvOVf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef1e50ab4fd87bff2ea8b221024456e1113f43fe</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'jam band', 'roots rock', 'southern rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/613">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1612d9d4313acdd922f0f0051621aca366ad3e48</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cubaton', 'dance pop', 'latin', 'latin hip hop', 'latin pop', 'pop', 'reggaeton', 'tropical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gente De Zona</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cubaton</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1152734</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cy1zPcrFcXAJTP0APWewL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1975">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Craig Mack</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4akj4uteQQrrGxhX9Rjuyf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55677fd1c4df9a259858b77fa89fc785cb007f2f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102159</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3103">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59316</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Travolta</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05b40ccc7a84868fe05d774aac684c24565cec7d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hKkEHkaqCsyxNxXEsszVH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1239">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Bash</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e660bb0a1059c2fdefd00f579b7bdf7bca87ca2f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'dance pop', 'dirty south rap', 'gangster rap', 'hip hop', 'hip pop', 'latin hip hop', 'pop rap', 'rap', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433250</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12PSlydMSjEHzSCj9X5qv7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5408">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/203d53c4cb2065bf6c794ab63075c93cf54d518b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19128</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">enka</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pink Lady</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LE86GiUcfzELNnJrkmiGV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['enka', 'japanese city pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1547">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2W8eAR7hLWZ9Al1Sa19nka</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d67d42460c155589a45e7b8eb2b42849a2b41242</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark McGuinn</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1395">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4975e531d7f7c0c591f3b06c0b6fcbd7cf3de92f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">341360</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'outlaw country', 'redneck', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xxJO75NeIAF5jYruLYIDT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracy Byrd</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5967">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alohe Burke</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QZyX31xQG78Su3Yx0aL5I</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4757">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137865</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zK4ACgLi1lVPpfmmcwOTh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DC Talk</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian rock', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ac48d9838e314dea21dcdc6b5682a23a04eb367</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1657">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0aBAAnXItgKnXdccW1INw5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e8c1013936c908f4bacc45e245c0698dae5e2cf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicole</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3103</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5814">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e63a89469cef9625dfc6a0f0db8b3cb6bb42d778</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobbi Martin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JVqOROaMTUZ2wUFwkfr1A</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1791">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11715</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gdX1GbQ8sljsTVwDaIpkc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nu Flavor</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a79fc42e2136611b03b9a62568fda6d512a7847</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10526">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FoHP9nats6BdxFSE3b1sb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12a6d23fa86700bae50affdc01b8fa34ff0ec906</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cosmic Echoes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3380">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'doo-wop', 'motown', 'rhythm and blues', 'rock-and-roll']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Anthony &amp; The Imperials</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PF1KBeHYb14yKgsiE693V</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/797b48d18fa6bc729bac71d44da595795c9e4943</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43950</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2993">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Preston</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49bc10d9841773e35824e64018df6bcffe20be8b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27568</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IecGJbdBeYSOVtSPRehh5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4902">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4185ad5b271876d742f586203fef213b9df38742</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. Alban</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85724</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BkcAbUkfIBM4XudxieMq8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4220">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jHBxvZ9gbBkZ17wKUqVsO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca1736e2b28ab60aa0b68eb385675079c5578916</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kent Jones</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami hip hop', 'viral trap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99887</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5716">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Hodge</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07tGoz5JpFT1ddktF8q0nt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10049">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b9703fdd87d9d8ee328d09f5c4552e364712d5b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210830</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bronski Beat</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'hi-nrg', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wpWOzQE5TpA0dVnh5YD08</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/311">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/364d6dfc4b762b452702539e28e0021558c7a7b6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4392148</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iojnBLj0qIMiKPvVhLnsH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'r&amp;b', 'southern hip hop', 'trap music', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trey Songz</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5857">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d19693236905f2d8537b00a325745b6db4e9de70</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lawrence Reynolds</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QUKNp0QR0SOSmYjoROBKR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9780">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36193</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/349e026ac9053a9abd963455b97538c88b13f365</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ASrZfFxWDnzsNwUQg3pzl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dangerous Toys</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/962">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">662681</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The-Dream</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1W3FSF1BLpY3hlVIgvenLz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/892f534bad4b46b99c4f7e277674fae647da379a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8950">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14UDrYSSYIvARs1nIdVdXA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lds</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c242e6649421116e737d8c43cb1f26da424a934e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lds', 'slc indie']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Shupe &amp; The Rubberband</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2753</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6381">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'outlaw country', 'red dirt']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219350</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/237dbf8a7de1a03c7b869f80897299a1fd18594e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2v7wIbCkIzxOfT3GnqCexD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Jinks</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8096">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbba4d58dfaf14415548a15f9a10ab3c8744cad0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58918</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41btkKEfOGIHsd7WNahMCi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bleeding Through</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'groove metal', 'melodic metalcore', 'metalcore', 'nu metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5404">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bbd34d7549c396d44fe07877253351b9a458be7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0typb8qieEFeIgmQ4K03qZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">power pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bram Tchaikovsky</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['power pop', 'pub rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7919">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e9f263b6c90c10e3e3a7840b064d02883afbe7f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LbvzcuBK5iZHw7SX71VlK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestral performance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestral performance']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">406</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Charles Groves</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3782">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rascals</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3db37b3f57c486cff6df80902006f7bee99a64c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21752</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g2n2H9ndqvejERtwZ1rHh</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1704">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05RZIdfz59ZW2FvFuwnmNK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/802accab666236892f3f3bfb102323d59747b164</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">728403</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K-Ci &amp; JoJo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4577">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZbmerOthZbxz5eR3c9Mn1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23403</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Icewear Vezzo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit trap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26de4df7b7bd4a23852d0eb366d6c906d789036a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4320">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1250</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hlUIRQCAtCnIO4mh0jvpq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8705e8dca1951a09302c9b3ee879226bdd7cf5c9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Xenia</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/482">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">659525</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14c6e2ef35275e1789dc35bbd6f016c1b41e9af3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zatb2YN4erBOoSivOXc0o</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'viral trap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.T. Genasis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9798">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">corrosion</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HxBVyHaUa60eCSsJWxwWR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['corrosion', 'new wave']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167312</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3315f77926132d508c282699c85b4fdd3eb77593</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sisters of Mercy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4417">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47chVSWV06QRjDI6c3UgZK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hit Co. Masters</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fc075d933b4209ce38f22766ed8cc8efa355a7a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4260">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZjbEr6o2yroEZjeBqw31o</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Were Us</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f200d6c2ea3bdb3e3e6b2b230fb593d4bb8582f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/197">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EMAnMvWE2eb56ToJVfCWs</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryson Tiller</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3526527</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17cb13828da84ff2e33f86b6984dab07b7ae66b6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap', 'rap', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4581">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55PkOaApDDF3k0PfNK0K94</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d01e9b8256839891b25473f8a748f3def5bdd0a4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BIGG HANK</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5535">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03PyzHPsaxiIuszX8I5hWM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Annette Brox</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4405">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamey Johnson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yhxqYI0JBwUKfXpSEjiM8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252005</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'modern country rock', 'outlaw country', 'redneck', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29cd087e422b07509788350d597b1efe0f4606b2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6134">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a61d6988f5c24d9aab1b4b2f7270e72b1ac6d5ec</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11c6d21TC7e9MENwkEGykn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3281</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Astors</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1099">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba6e9bbf813f0a877ff31c397ffeda1366522517</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'rap kreyol']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aBzpmFXB4WWpPl2F7RjBe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196658</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wyclef Jean</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10883">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of The Apple Tree</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ba6XdnNBObAryEnYAeIYh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9278">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2353</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aGwXCAYPuKTzcOAmbOl4X</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Old Friends Quartet</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70bb170937849ab173524e9713bf4d306652a760</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5959">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de0f04168436a2eab60708daeb3f3a3ef4d3d247</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soulful Strings</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dv46qmJu6ObT0huPRuN2c</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9243">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock', 'ska', 'ska punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zAxGWQqKmDnAsCY57ihKR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64069</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Long Beach Dub Allstars</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c6308969f4a95670a2fe93cec1b2f7fa0a038bc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/694">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xfqnpe2HnLVUaYXs2F8YS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234834</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Kendrick</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a16c89b313ada7f8d935ebddebdf610377d4ae5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6219">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5eda2748e50b5dc16fc147837d2588a7a65f7f8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce &amp; Terry</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">587ktvH0lJ7YdX6hgP1RNm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7893">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emmy Rossum</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JcDqt1rBKIWfnoPjXFYqc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14980</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57eaffbd4a9f606a5848ab974cacfa5ba4ca4b59</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5514">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2495480768cf53ceb912a83bc3456b727cac08be</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modern Crooners United</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DacwSk4noJCNKqGHyzokH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4267">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hey Girl</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sUnRHed8kUIbMD4qedzzc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91aed24a7595d4a8ec601efef3d60b68fc9bfa9d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6750">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shins</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">866186</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LG4Bs1Gadht7TCrMytQUO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['albuquerque indie', 'alternative rock', 'chamber pop', 'folk-pop', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'pop rock', 'portland indie', 'stomp and holler']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9e850f299d7715eb1b05e07d8af3bfc98b6f9c5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">albuquerque indie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6909">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab21b012c14655da99190faeada6d5ed95273c98</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2207298</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pantera</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14pVkFUHDL207LzLHtSA18</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'old school thrash', 'rock', 'wrestling']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/772">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lifehouse</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1240216</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'neo mellow', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PokPZn11xzZXyXSfnvIM3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b90520afddd505ed4cb27e7a43f74cbb127b4b66</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7143">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wavves</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bUJpbekaIlq2fT5FMV2mQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/479b888bf3ba0133678091a7e45e4b76066209f4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie garage rock', 'indie rock', 'indie surf', 'indietronica', 'lo-fi', 'modern rock', 'noise pop', 'noise rock', 'nu gaze', 'san diego indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182534</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4175">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna King</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KDM8MTvoxHhMp6jy8208w</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d93ad2b84fc2b6d1853d6b3e88de2703d2d8e204</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3403">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94778</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'hard rock', 'rock', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/514ad3b85d740fc3193282b97dfbcad722963f55</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7j9PMegEgVN1fNp8NZXNCI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Edgar Winter Group</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5599">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07869e9bee6fd3ddbe8e1611813de1b5dccc1b8a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lea Roberts</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RRLvoHksWI2B29066W3DI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5667">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5x5aoKBB8MuJRoV7fjTFAx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0dd936db3abda1e816a48e689bf223ef627120a0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Newbury</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'outlaw country', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5162</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6769">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd66ddaf12dca038263b62aa5d02bf33536970bd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27AzFtMZhRN78bAMPntbpF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Old 97's</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'country rock', 'dallas indie', 'folk', 'indie folk', 'new americana', 'outlaw country', 'pop rock', 'power pop', 'roots rock', 'singer-songwriter', 'texas country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50938</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5992">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6303</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c10e7760656c0940d550978a0d4919d7f6493038</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crispian St. Peters</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Y9xnCbmXGhmpJymwpnxCz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8809">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6696</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47854f0d48ed4069bca44e2f6cec95ec96cca958</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03pn54eB540z8IuK6LYXH9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kia Shine</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2252">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Great White</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391217</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZPbX2Lxd40e2UVkXpyxvI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a76558a17a8c41a7867e5597b9037d2a1dc3a0f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8407">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151179</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35f11751c5379e0b1ac0b8680ef4de0bf6921b5c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qXwLwTLdA44HYsA26vaNU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tonic</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1332">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reba McEntire</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f001ee6cbf2f0a966e015574da2dc0493c51dd9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02rd0anEWfMtF7iMku9uor</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">939938</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7903">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pSsE5y0uJMwYj83KrPyf9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'escape room', 'hip pop', 'indie r&amp;b', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56274</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2276138363da509c542e8f258d1d5d10a0868836</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dawn Richard</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7049">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c13e8d805f8ba3a676dc272b0e2e237cdcf41a5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">798333</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthrax</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'alternative metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'old school thrash', 'rap metal', 'rap rock', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JysSUOyfVs1UQ0UaESheP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7451">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benjamin Booker</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76949</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'modern blues', 'modern blues rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mZgBMpvaBziYQfc9TbJH5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0dc811dbf2438f9f983eab338a89026a5899a04</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5964">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hWpLtxVJxbLhCRYp21mMW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Benham</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8424">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">456</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Victory Cathedral Choir</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dgL9OUsElLTvnrUoArT4O</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2e88ac8013478a30137ce2dc4d990e1597f8bd1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">praise</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['praise']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3790">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dITsREBtJGzkh8z3AXWKQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc4575b3c7ac3924a119ecd4fce91675f9618926</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro swing</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smokey Joe &amp; The Kid</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26462</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro swing', 'nu jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6699">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edmonton indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac DeMarco</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edmonton indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1160334</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Sz7ZnJQBIHsXLUSo0OQtM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3d3e28c604a1c86e796e0d2aa7d4dc249f62e6f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3042">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2290</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FdBHq8it0smMGkitcgP3e</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12f4ffdff008a0da63c77c1f9e101adde3add0ff</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moon Martin</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3325">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jimmy Castor Bunch</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'rare groove']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7E5taE9LniGvMzEHpiOupV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2c1972ce71674d57b0541d05e3ea6cb2b1c6e40</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13209</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10115">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fc3cebddb0e47b5a74001893906cba12b186c34</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kick Axe</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zoCulj9Wm2A6fve6S6Khy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5503</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2557">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20898</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FxMjqH6DH056sdsstGeVl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debbie Harry</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ca83a8e7a030cb9108855eded22bb1eee9d3092</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5863">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">389</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Motherlode</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5a9cf11e63acf3e3994da0853e29189b2ee6506</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24uSD486ywQ4VJ2OMDXv8y</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3132">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4942</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sea Level</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VqsPf2lM6ulJ5fjCJquyP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76ac8ca8524c4b5e4ac4a6dd4137eac2e8f2b394</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern rock', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5570">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean Carn</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5swBKHtsRDaCBmdpYRYOg1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b790872d29c5de92d75e063f5901bf195863715f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'jazz funk', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16970</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4962">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/257ef37bca2fdc315576277564b99dd225fdc09d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KsCD2zWvNNio55SHdC6s7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2136</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Degrees Of Motion</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10252">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2g8J4iI5qyYFMVHcpMcSsS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bernard Wright</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'post-disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7760</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c7f4e7e80476aa439b9b9e3aa05f9093ac26edd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8785">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/821b8ead76764cbec31908330c1b12b2c1bdf982</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Tyson and the Whiskey Pilots</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aN9XBJKq90HpHpbIpV5WQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9289">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">InstruVersion</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FofeOkduwJdNmlvOoSajI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e00d96ba53eb847f988bdc5ee972428ce48ff7b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9290">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fa8dc105749da580c09fcc355c8629ade59fff5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1joFZGTRER78nUsWtgHCHR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachel Portman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35206</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'classic soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/214">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5128353</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iZtZyCzp3LItcw1wtPI3D</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d6e7fa3946448178d50c8e3e42c517a6dd06aa1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rae Sremmurd</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3144">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/372fe7fcf61bc311cc291f5f3f0e534408af1614</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brick</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65043</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Uv0Jg45Oq7vBXXwQNhXyf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3341">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Catherine Russell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c4a9faaf7f5571f7c4a146936368143b496c28b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8799</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7j46Sze6UWb7p41IqcYFAp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11463">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YfuPEvb62ZfeMGuC5E8vW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Starbugs</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36b745d8818c7dd30d36670d82d21b5320f9b009</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">["australian children's music"]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian children's music</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1039">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HgF4KnohByNElYid7iCNb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ecfcaf2fceb5b5107ee5e09ba8cd713fd3f2563</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'new jack swing', 'pop rap', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">464334</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby V.</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4575">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20N6dS0vq9kMWXUqEkFrBA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Curry</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">748</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d236c43a337ff5c7b09acbb8cea51ea28095bf4f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2564">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ad7e579b312903e4c2abab650f5d67b7085457a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30941</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Parr</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Z1tibPKhUYWCno0IYicCN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11507">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blinky</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">255</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2797257535dce91d26d1df229f1201d754868ee8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gMhpxnaN3cVaWL681APeq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5140">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b2cbef5f436863c13a003f71f1959c5d620d377</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xcuvl9Q3S7Q3b2b0dTJca</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3704</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oran Juice Jones</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3771">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Now Time Delegation</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WLxdBDuS38Iwa7lWXv4tw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bae1faf8db59fe1a3b198190afeef361410b82a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8039">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0d6b2d8255b64eca3ca1da8657887105537f148</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal death metal', "death 'n' roll", 'death metal', 'deathgrind', 'florida death metal', 'groove metal', 'metal', 'rap rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82978</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Six Feet Under</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal death metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pFAF1L1tYnJHLe5hgyKuI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1636">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32376373e766c2676521d221624642a1708debfc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Y7tXHSEejGu1vQ9bwDdXW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">640944</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fatboy Slim</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'electronic']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8777">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gordon Mote</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ig0Uns8yo5FcgB7kXjmYw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/202ad2f31719f57e20c44dde40dacb7f1851f62a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4212">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b82ffebf9d1c536f19801781e40a035ed6c43e2e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xHQO9GJIW9OXHxGBISYc5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394184</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marian Hill</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5426">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/854d518f422f015504592b40298cf9a1d7a871db</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101 Strings Orchestra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'ballroom', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sLpCr5xThZkGHLw4H0mNE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14765</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10557">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">872</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Moore</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9198ad9cfeaab035934bf241f87b37a10df0f5b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2I32LrQaZnyMGr5WKjzMgP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8508">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TkTPMvpOMOig3kx0pWYTX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Roberson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b69f7339f5d35d9b12805b98674ff2c6dc911949</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7543">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E78kTKamtXgdRkK1jrc0f</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68182</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ebc6084d66547b7833e4e84496f0f3fe27ccf18</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'alternative hip hop', 'conscious hip hop', 'underground rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sage Francis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/991">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GHclqNVjqGuiE5mA7BEoc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">529028</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Common</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'chicago rap', 'conscious hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'neo soul', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/720db87a87714137bb7e0c177136f2095ddd5fb1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8146">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greyson Chance</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f70e799d751d3c46d639a1d79068e03f0e71a3e0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Qnx1MPnHYt3jJCYrRFVwX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327994</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1511">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dlOr0VIysztGWvU1dpjmP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9806a28963d1ebbb6046448b13acb21a5afc812</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'europop', 'folk-pop', 'lilith', 'new wave pop', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie Imbruglia</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">446123</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2615">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'new jack swing']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Full Force</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf1aad3836f000f728e01a6a4c917a7f4f896c6a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iQS32l0NPcZeJKVrvayS2</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32554</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8837">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">380430</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern reggae', 'reggae', 'roots reggae']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Marley</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0c668706dd6f8c81f7ea91a8ecc094c21d8fa68</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CIwCGmQMqHqiblnZlFia1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern reggae</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2745">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stray Cats</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock-and-roll</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f79ae61ea37ee2da5a6acf12d9a4a9ddddb8cdf0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ibPkysx2PXqWLmxFD7jSg</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125498</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5304">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yh5g0DWkL6kRlCH1FPAvC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddf9aa0ef729487cca10021aef30c9e33904de9f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz saxophone', 'smooth jazz', 'soul jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Laws</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23772</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11173">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3E27Ju0XS8q3Awn3lHb9f9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shuga Bear</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4645">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Dexter</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/019400901c9d18ebc12a486d90b7ec14b78d5589</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">761</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tcTyQkSJfYkSk8cZPEZxj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8319">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jónsi</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/852ea09bc2cb32755291021d1dc3df992922b0ef</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112806</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">compositional ambient</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['compositional ambient', 'icelandic pop', 'post-rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3khg8RDB6nMuw34w1IHS6Y</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3466">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8e6c7014a5ae8e4f1ef5e0edabafda3a1e730ba</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gallery</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4679</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dplAkEBq2ujPOBDQFpvEp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7354">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cavalera Conspiracy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149638</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7F1K4WlMshx23V2TTz4KwV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef1cd8a9bd0c90a745fc174721b0f37d8f10532c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'death metal', 'groove metal', 'latin metal', 'metal', 'nu metal', 'rap rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10648">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Counts</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LhxToezGQA4GgYYQRH7od</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1cce8d0905e85c9ea17a02eb2245698833bd53f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2685">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop', 'funk ostentacao']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Star Brasil</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/034956a16786ee3163c770e14055cb2a0b969b03</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174107</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Fm7EM53gjKTx9dG5fxeeB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6216">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">724QpsMSqsqh1KnNnQN8gV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Greenwood County Singers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9840">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YRnsMgPPHXqoycoWduoHu</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killer Dwarfs</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6988</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian metal', 'glam metal', 'sleaze rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a159af59f3da98e3b0cbe14eab22822bb8df8f47</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1788">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68427</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/804728a22676731ced5824cf599510d29f363d63</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronald Isley</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6W9RUw7xnNRYtgh8dimg7L</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10488">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['historically informed performance']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/beeaddd10c0cd1656e9506d46bf99ed58821e7d1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Insula Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53SDbCQ26ICWOcZljJPfuh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">historically informed performance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2558">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toto</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a47fe4b4087afd805a6e40730023b5d182423990</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PFtn5NtBbbUNbU9EAmIWF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1144681</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'rock', 'soft rock', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6637">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian contemporary country', 'canadian country', 'contemporary country', 'country pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindsay Ell</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29479</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f2e6a511c96c0c43bad538a42441adea4ea5032</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lpA7MWpQpY7hKkwfLxw2Q</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6525">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anderson East</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86706</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'modern blues', 'new americana']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q6z6GTth6lMbL9I8CAgby</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77e8685906e99368fcfce26d7b1b80e2eda56b4b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/175">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/641e39b2092b6ae9553db60699fa1f8148c2f61b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Migos</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6oMuImdp5ZcFhWP0ESe6mG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9246262</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7416">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jP9Z7o6WlbYvKUOeO5SbP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goat</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dd81f5322fec3cd762a5412cdb5779aa0ebe383</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61727</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber psych', 'neo-psychedelic', 'psychedelic doom', 'space rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber psych</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4768">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">For Real</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53CmNhCajbQR9LxpLOf8gC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1523</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48ec0d08753f46f4a3099d07e629d0058361fa86</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3822">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129335</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be13aa2f252209f24469693dbef7050ec39d199c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Troggs</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57xdnSVt4ahJCIXYLieQ25</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'classic garage rock', 'classic rock', 'folk rock', 'merseybeat', 'protopunk', 'psychedelic rock', 'rock', 'rock-and-roll']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5463">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54b392427590788ffb5978efa5605800d01b3ebd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3R6f1aBWwde7ZqGv7hf4dY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'disco']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19354</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eruption</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9992">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'dance rock', 'new romantic', 'new wave', 'new wave pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106484</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77D38RDgCtlYNLpayStftL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Housemartins</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb164b73bcad092c2362fb6dcb1b41e25a61b991</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8709">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57e19bfd41ae80fabc24fead1cdde1711776043b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JBMlJmJpOk87BZTdbYSHD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 Pistols</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18012</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2949">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Be36RHAlqJpfUt3tsmUQD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'progressive jazz fusion', 'smooth jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79911</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spyro Gyra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dc18b2eeed3ef659d287b7d3fb03f1bad940044</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7634">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adrenaline Mob</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/716eb4f191f245ecb1df3d59f393c6017f12ff36</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39755</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OiOWEQ9miUl9QbCX5JNza</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9501">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bdKPOFrfxB3NvQyXLfjBt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd5fe97e7182e0e359d8c49c2fc6027e25296e6a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4389</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D-Shot</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9381">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rosie O'Donnell</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">784</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V8U8U6LwsHGyRTLCt9t19</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77373fa088927d93cd4982d8e7c0767097758b19</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8157">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d5f9ab947edf8f3f7957086668af63b7c239532</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166Dz1GX3xonSQ3Z6CQW26</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'garage rock', 'indie rock', 'indietronica', 'modern rock', 'new rave']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175438</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rapture</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6332">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G7OerKc3eBO9sVkRNopFC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'melancholia', 'singer-songwriter', 'slow core']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">486067</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fed7019ae739c4829b0bc687d1481ce2c3a1dfc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cat Power</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4965">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angelica</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1087</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8069f797a1170a787fe4e2a73cdc926ca610b0b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CgDMHHa5A909CYA6gqt8r</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3472">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GFB1Lc67mbqFXTPCM9XzT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cornelius Brothers &amp; Sister Rose</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ada1f3fac907922251c382b55be62404387bb51c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8874</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8597">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1965bdc846a6ecbcd2f5f09b8a3c7017eb53811</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Px7jTtwBH0nHI1fYSYuaL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21763</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Waller</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7705">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Devine</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brooklyn indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brooklyn indie', 'dreamo', 'emo', 'indie folk', 'modern rock', 'pop punk', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66ScZxprvrMbCtN4ivA0JX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1fc01cabf2a03214099a7c01ec93f6fd4da9819</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34142</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4258">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552097</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'pop', 'post-teen pop', 'r&amp;b']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AtWO8IEnjhRLzaVVQxFUs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/614eee3a3c5d99497edafabb506efbbd7f44a988</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SoMo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5246">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194g4SFwSSzyPtgkH7v3Cx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4c4f750a9948019a63a969410a95da23018e2ee</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4914</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">After The Fire</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1314">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">326774</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86ef3ca93e4bd9b7391d2f36a4c18d92499d720e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ltFy7g6KKQPPttsdOMlq3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jo Dee Messina</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4108">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">441</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vintage dutch pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vintage dutch pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19675f0344bb1828086962554daeee0573b6caa1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EmP0D9VNPFdkbr254aHkE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kilima Hawaiians</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1503">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zDBeei6hHRiZdAJ6zoTCo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tweet</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cf78b831ef3a4c193148c73cafaf847010467ab</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'indie r&amp;b', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">291895</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5674">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">563</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Blue</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24341665028c35487586bfec7862b2c9bb496437</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gDmirZwdIYHGozUPScwgK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7890">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mfdtMy6vJUShmdyCuJhox</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville singer-songwriter']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holly Williams</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b230436f8366ad68cd3d8b0821415f66973c063</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville singer-songwriter</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16897</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9870">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29135f6101e2b98e0ab188693c41ba48bd248c4b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32316</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SPkat5bgfP5wo2kbqZIwu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'smooth jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Grusin</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9525">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6847</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-indie</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d66151f10e6bca3ac39ede181ff1d9a43ddd5d9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3of4z5k152Et4C0IQ7HUAg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-indie', 'korean pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zitten</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2652">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tFvFDca4inwWMY5vupFbX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f10bdffd0a59e67d549e69f26a1117f33a90d2e2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cooltrane Quartet</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coverchill']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coverchill</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22437</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2744">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00tVTdpEhQQw1bqdu8RCx2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'hard rock', 'metal', 'psychedelic rock', 'rock', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">708900</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7baef9857e572fd10f069314076a99e9e9e82629</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Öyster Cult</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6467">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc8ae70505fbe7f16cc7c7d104df6716f0683421</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ibAWtDtmEfaVhc1FJ3Vl9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483622</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Bellinger</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'indie r&amp;b', 'pop', 'pop rap', 'r&amp;b', 'rap', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11169">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PyUtQgyMdvOsrmXrE4LSu</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candy and Kisses</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8997">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecbcaf61d9c7ad550e8c7609cae7600a8e72e370</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mississippi Mass Choir</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65904</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30aMh21vdYVIjdVgIgHaqW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1638">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dyeCWctcFRt3Pha76ONgb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c049665e3a3d4e90f9e5911d813c612809746806</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">606845</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank Williams, Jr.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9769">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vincent Fanuele</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7q1pNm2JTyxe5BUHCechdp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8515745629165f3874d3b961bf7c57bb39404845</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6874">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25oLRSUjJk4YHNUsQXk7Ut</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236654</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47303c456bd258179a83ccdd52a0ab95421f628a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GRiZ</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electropop', 'jamtronica', 'jazztronica', 'livetronica']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/167">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137W8MRPWKqSmrBGDBFSop</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4fa8db4cbbafeca714b5501d173b78d54bd02d5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pittsburgh rap', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8391910</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wiz Khalifa</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3381">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mknvtcck8i82nKxDPDibv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31060</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'philly soul', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MFSB</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cbfae14eddad13d28b7b82567ff145a41d1e597</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5881">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b03331fd8d8aa4d2502f9d030c90aadc016d9b6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1492</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5THiACaeWaj4ZDVt7Cd5nl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ola &amp; The Janglers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7433">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Childs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DalOaFXdbHCB4cyMJhQtR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2172</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7daa4549ab83a6cc7306515df5390f2a67e4e458</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7738">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d7fd441f062c1ce6297ee63be920ab1aa47d31e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gwar</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dnH7fdVm2X07MK6Fkbhbt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97846</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'comic', 'comic metal', 'crossover thrash', 'groove metal', 'metal', 'nu metal', 'old school thrash', 'speed metal', 'thrash metal', 'virginia metal', 'virginia punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6925">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ed932c6c526ea15d4ae6145a8026b7cc9a03993</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oNgAs7j5XcBMzWv3HAnHG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Drama</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">681744</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'philly rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4834">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roula</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kxZthrgsEh5bONnKr56eO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11481">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hFSukEzqXAkCIcXNnctZ4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rollo Armstrong</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">343</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8746">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'chicago indie', 'piano rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8c67f5c0eca5fa128b82a88feeeac8a2f9ea796</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hush Sound</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50826</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RCoE2Dq19lePKhPzt9vM5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5980">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c28009aab5693ab8b65b47f21d95740a96c7e2a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harvey Scales</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xrxaJKiA4uPKBQnLqeFIQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6878">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b4cee22a243b976c0e2563a63eb4242f59b5232</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287042</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tamela Mann</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZyV955Ypf3JAKInn1a0dt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3129">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">628</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Player</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04Hei5MUewbIRsL1sCHzif</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1915">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'west coast rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3z3g65U7mmyyBmmDfsQK9x</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luniz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116560</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e99ab070a1b93e4cd46163b97ed1efe32136cd6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8336">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YJUdunUDA1pTDxJ8AJlyB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7f41195a510e79a42831997b4d9582af827a77c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Webb</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5904</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'singer-songwriter']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9130">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7v4hyXy0IQiJaKeVTTQX1E</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nothingface</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3768d4a7061c6c14561586640b8765b53678359d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32088</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8463">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3283435</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdf344b2f5124d1f2f1217c45f12096730c70560</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wWVKhxIU2cEi0K81v7HvP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rammstein</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'german metal', 'industrial', 'industrial metal', 'industrial rock', 'neue deutsche harte', 'nu metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10744">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1078</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classify</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nERGXF0DkbBgi9EQC8uU0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classify']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8734f2153c623c8290f9881a58c2fd31a0626f91</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda Crow</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5866">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harolyn Blackwell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8cd0e5f96472988e82af1f15eab8131b4807ba2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xJ4h3Zpw0Seplg2EJ05ty</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3572">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9240</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/384d6afa10689b7d5b1835788d7ed8dc5d0f464d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QEKXJs8gQCiyBq5L8knco</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda McCartney</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3457">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102383</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 5th Dimension</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c2cd0e4b7df9197e240dd739c7ec0cade74470e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UUYAQ9LiRsZF0ZukQNWXM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk', 'folk rock', 'mellow gold', 'motown', 'singer-songwriter', 'soft rock', 'sunshine pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4462">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15760</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hyphy</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pack</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1de6a5360f5be425a7e209c1fda01eab70b67905</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hyphy']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5M6GE2n46o0qBIyGXtzdQz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5917">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'hard bop', 'jazz funk', 'soul jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc3ac38f0a08e4601086aaaf44e8f9130a8dc58c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bcDOCWIbvWApEIB7l1uZ4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14731</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Harris</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4511">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IR8ZkpbyyKrqsIzchF3NB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c950db40c89089683ebc4f3edb45737ff03e28d2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433217</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crossfade</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4251">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nf0nRF0W4ybnJdda00pKY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9237d595f0c090e18ec5171930dff129cf3626e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Swon Brothers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36590</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10416">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5aa0ad0d4610d25d0fd715341de4dadbfec14265</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qYfqdVwX0fil71onLpLkh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173018</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'bay area indie', 'blues-rock', 'dance-punk', 'experimental rock', 'freak folk', 'garage pop', 'garage psych', 'garage rock', 'indie garage rock', 'indie rock', 'modern rock', 'neo-psychedelic', 'noise pop', 'noise rock', 'nu gaze', 'preverb', 'psychedelic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thee Oh Sees</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9873">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Monroe</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ul6r5lUSOraWUidNnsILZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/189f7d75d07f7f2a6ac6527303eb61ed4d3dc462</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20210</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11400">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/545a92278c4a22e47c5df0e98e2e1b75f15ba55a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Gz69LsbxWEUvy9UKmarbF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mixmaster Throwback</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">702</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4098">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Velvelettes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68943</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8181d823be8f04481d63e0cdd1827c91d9be5be7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'motown', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72Q7helEnjOptf8FAoZQTi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2731">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194000</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b9bbdfad44056ca22ebd9cbbe1cd74fc7997d8a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'electro', 'funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KMLfCXYb3Dhf1hLpu8cVd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midnight Star</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11394">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peedi Crakk</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'philly rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jdZ2CpOnEmspXf9CyVkmK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9399e9fbde5f20d2f07fc3667865ddad27ba591</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7679</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3693">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8ffcbaa4dcc9ce3abc4de6fcc2728657dcab7c8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.B. Greaves</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BdNzKPyPDOhHdFhvwytQt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1061</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8601">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Lynch</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85116</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7830e9385fea9b484eee942c01fae192b7a9eed</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z4MOvDCbCQ0ZFqnSkVSUC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6735">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">387487</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'austindie', 'chamber pop', 'dance-punk', 'folk-pop', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'pop rock', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spoon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0K1q0nXQ8is36PzOKAMbNe</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a3d18784c4bfe60985dbda4d3f3b4b1d79182e5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4746">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leah Andreone</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e564a0408592eacdf8edf9df5e2d53a77110146c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ov2f5yawnEga8dJH2c5Xl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">914</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7068">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b', 'uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310547</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zp054Jc86WVKCxKEqZGOA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/528501e25a55c0553d908a4c0abdbfb42f1e185b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Garratt</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1330">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128300</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darryl Worley</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0999040b617a583ac538f42c32831d4ebd9d9173</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zIBkSJcqRp4ADuFI94WvO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3564">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cd274d940fd29975db6a16e2cf4e3bab42a6558</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31dKMbaXId6TDHpoqvTYBh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Criss</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10007">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f381c29e06827523bf95e1be01e082d6019ddfba</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk dance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goodboys</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2788</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nm38smINjms1LtczR0Cei</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk dance']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/564">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1193608</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rap', 'reggae fusion']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EvFsr3kj42KNv97ZEnqij</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32372372c13368e205dd625930d2bc02c143c666</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shaggy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7108">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aac902b64ee2f6dc4c38f9fb42c3dd4be94d3d22</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stick Figure</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SXEylV07TC57eanSxxg4R</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'reggae rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202557</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/819">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ggjp4QndrMqekks6yCFP4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1864</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindsey Pavao</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb775b4478156aa9941c7ac6a104e0c32c57761c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2385">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39232453a7665ba95cbd4fc33482b191fb40413b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Zh3xrWlA0SA9Fsfj9AVwm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124298</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wang Chung</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5136">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Naci Brix</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SBDukRKFQRMtgdAw6h4cO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2296">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84b80744f8b440f28d871cf04efb27d8f46c6654</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HOmuShc6sajk74rYV7zR2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1426</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Adventures Of Stevie V</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11101">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/967c311047800dcadccbdedc1f6b0a6728e624dd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22YfSnC7DONMECgXR3kRvl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Relaxing Guitar Music</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4628">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JT Money</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/697e4a342f74be190b70ccc484df0cd9aa66da15</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pJhCUTEZhR4nYeemYlkVz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39004</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'miami hip hop', 'southern hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5314">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141494</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed1c771ed2155865e39bc372b6f0fe6d0f761564</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10rzK0sLCXsUlDhl8ed0MV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blackfoot</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'hard rock', 'native american', 'rock', 'southern rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/859">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd031b9c5d1b6eba4a691cd89c954255aae787f2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q7HBObVc0L8jNeTe5Gofh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5469864</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50 Cent</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6926">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db9e9724d07594f65cb368d5d9895101d3c9d2d0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58510</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive jazz fusion', 'progressive post-hardcore']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thank You Scientist</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive jazz fusion</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YygB8sfxuIcj2p0G9kpQ5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6380">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b221f607a5c8fbaa02d20c26a945dbdfaab34845</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave East</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e10JUMF7MJmmwYpnTSMI5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'nyc rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369033</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2024">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/974e9c159190f26ca11359b843d2d263eb4b5f55</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cNCyL3WSlAatld5duatyD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rahsaan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1614">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb3bfcf414630080d8965b76f5d5687119506a6d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7955</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eYjWapog2qNOYRnqBvGXP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meja</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2983">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf72adf45fac998d90c1fa458bb66c14566f69bf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Joe White</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QvgWa4x3Ij4tvBpFMo11P</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50362</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'louisiana blues', 'mellow gold', 'modern blues', 'roots rock', 'singer-songwriter', 'swamp blues', 'swamp pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8905">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qB0cTENhSUc0feov5qbg0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'groove metal', 'grunge', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'post-hardcore', 'rap rock', 'stoner rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120324</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5eee574497a13a8783e8dcd84c489b0715d67bd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Helmet</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1789">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Peterson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19090</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2f7f171f6f7f66c65e3f6ab97f1919a2c178c6d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SOL8Hz0JUmgBWHggBQ5Kz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4758">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab9561cb9abd6cc5a0f8cac02ba38161f01bffae</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'hyphy', 'west coast trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hSGrfIm5xRloHXESKxrFd</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52094</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richie Rich</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6477">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f15c2396e78a9663fb7702fda323611395788ee</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blessthefall</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391996</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7t2C8WwLyKUKRe0LVh8zl9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10412">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc35d878d897887499b12b3ec82753e826691878</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gp93oyCtmejjaduXV1IXG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mandré</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">661</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/674">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffef435677e24d64e111babea396a40fcec84afc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28KOnhhvUnyvgRNXEQ41WL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hollis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">519</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8823">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angelique Kidjo</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/351f53c7fd492ab455c0a4661db1bb8b060cad98</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afropop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afropop', 'beninese pop', 'mande pop', 'world']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49469</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51qUDJb5AtQX6jIL4VJx6M</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2680">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Culture Club</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56bdedf9264083a52f8bebd71e61738e0e5554e7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">635177</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'disco', 'europop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kz53iCdBSqhQCZ21CoLcc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7026">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">003kZCrZhoxCckVJ2jCiJC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['roots rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7229</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Wolf</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e626ce84397ca38f1b6722d6658417082f6aa28</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">roots rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3037">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a21e7ba9cc3c39967c801b4b0bb6862855761932</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oi7g8NUnlLh5tJvg2y5e3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crazy Horse</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27170</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk rock', 'roots rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8340">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pedro Fernández</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'cumbia', 'grupera', 'latin', 'latin pop', 'mariachi', 'ranchera', 'regional mexican']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">667147</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24dYJ8P3YuFihvMcElFUWh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/242d7de51e31dbd146a13340d68a15c39501e429</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2316">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114494</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b152a8fc8dcabcf65f1766c0b95553aa1a19106</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sIx6SmAMw9IBySG3Uj0jf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul II Soul</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'funk', 'hip house', 'post-disco']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3342">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ijY78RxOagYo8FOgSEkWj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marie Osmond</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16199</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62634bd8b76fe071ac51c829a7e373606c5c5e44</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11053">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stian Rødskjær</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98929ef35dc5b59e56512d4020a8591f701be0db</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4clTBV9C8jVJwvDTkxsEDx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11517">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45d3pteh2TnzUMMl27J4MY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Morgan</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c5cb45ccb80438b72a98a1fee3538099a004cdb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/370">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/336e8483ab962ecae9368c4d0e78dcb642c7e86a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'miami hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">929295</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Plies</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jksrX4oBklxR78ft8gv3j</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2973">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3277</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meco</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MptlUxSUHf2QAW9JMrv4W</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28d6f63e4d86efad353bc83a7e8aacb788a0e8cf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11333">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rC7eyIFrDIYnFsxsbSxF5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mad Stuntman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3116ea6b7486224a09d35153aa698389cfda8c4d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8686">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d5e722820bd0b3c6f4c668aa548139786a8a9c6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remedy Drive</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xUMVXiEt7RgY55EgUMLG1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15986</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9610">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SdpLCgg31dneVRyJoTKHb</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05b37b542d973b2365cee76e920f6f617f05bd46</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">316</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Pritchard</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3960">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XJQv1NQm9crs4W1bmRV34</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hundred Dollar Bills</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4524">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8431f386db0e5e9c120207337b633fef5f8380d2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1292</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue County</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zvltSMSFDRsPDs8IneC1A</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/468">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Bay</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4c0d3092ae7805d905fcd2a750d1c7f8d7cdd95</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop', 'uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EzkuveR9pLvDVFNx6foYD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2450943</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8547">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'funk metal', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21221</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Street Sweeper Social Club</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YghQU3PwfnDu94PRfE4pv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12792cc561b9b304f724b9353f8e4bf434eca4d5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1079">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Death Cab for Cutie</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af67ff009703042c371c8b2759ac1c0a9686d9a9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YrtvWJMgSdVrk3SfNjTbx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1046402</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'pop rock', 'stomp and holler', 'washington indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10631">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eh3NWjKDBI81nFl9uhWtU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Hart</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8707</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8665eea9817f85e13ceefef4f619b3f168def748</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10969">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2181</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lEie1NgwN8NqCvLsCd0H7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Astronauts</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62bcb369838095c44fffb8cab50cbbcead600833</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5077">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3650</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheriff</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jllns7VtBfhF3AyjvZP8d</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c1fc42bf526303aab0625dc9a02fc29d98f2af7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10583">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">476</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B43Ac22miApr6mV9ITMJm</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a2c84c4168dea931116cedaf8ff3c54dcc38b7f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Sinfield</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4183">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/905c01329c4e37c6d2fdadffe6668ae8199a8809</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4506</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ml4OuStDoympbREURAM15</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards', 'vocal harmony group']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fontane Sisters</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10386">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pharoah Sanders</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e79e10675cdd074faf1c298038c360e27757520</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'bebop', 'contemporary post-bop', 'fourth world', 'free improvisation', 'free jazz', 'hard bop', 'indie jazz', 'jazz', 'jazz funk', 'jazz fusion', 'jazz saxophone', 'spiritual jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JLUCojZaHrX2LaUkSj7Ud</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42339</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/790">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27284</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e5390ca4404b003d96ba9d825702dceb71a4504</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nc hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Driicky Graham</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nc hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7h5oEr0hzlM0GFQMrgEwSo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2150">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DnVOxk0eGop0cUKbWsP6O</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70b801726cd56aa84c954ef50dec5e39feefc93a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Me Phi Me</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3022">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['synthpop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1590</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4f0bcd72274fb2aedd3c600a234365e8cafef54</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">synthpop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZYjW9vY2BTk1er3xomkwI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10737">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aviões do Forró</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mnhyGRAuExTL4J0soT4za</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e70a0a6a130d95c9f21558914ab0238bf43c64fa</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1489819</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['axe', 'forro', 'pagode', 'sertanejo', 'sertanejo universitario']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">axe</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/918">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gSjFKpVmDgC2MMsnN8CYq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c44cb365c0c87157cb1842615aa6ad7bd8a1245f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jazmine Sullivan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">864439</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11206">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OM5vgzcjqfl2LzRO0ECF3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Co of Tre +6</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9557">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep contemporary country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec1cf3d1a535cbde7ebd00f980c22d0bbed34a9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28yWs7I4FXiDyBuHoZqkY8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Trevino</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14118</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10592">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Paul Hammond</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f093e8cba6796d12d6b1737add5b89062427c0f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q2i12GmLL93HpS0DMb9bD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4698">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fb1d7127ea4ad73079e93380dbf078578c4016e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daze</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EyQK4yQkyCubak3DZydiV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13013</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2421">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6415</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29gt8yNK2jFp21ZWXISskB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Johnson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9d231c113158f7030d33be90ca940ff159d14e4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9073">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59714</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drag-On</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NsAJcAM18AExiMWKLKzuH</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8cfc3dc500cbf6e82f17697724e3445fd05fc4a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10527">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2b55dbd16a0ee591e5d899530cd6964bde983a7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Sq69YxAdk6iFo8Q5AFpyw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brabanconne Marching Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10723">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Percy Faith Strings</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s6v2jpUZLV3Qs0xbm1n6f</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3810</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/084d21e613d63216f709bc8964a3e9e15b4ecf14</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8507">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q9lZeceisTLfkThW0fd94</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">180516</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conjunto Atardecer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/030c6e0b0129ea5bbbc8030143959a3f8753a980</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9629">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06f2a797f621319200d67a56a3af173d1e16dd2a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Watt</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MGR2y3msa1wBK06SSUNaf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9085</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/565">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a66a2a8b65382174089c350cdb3a5eed814ff2aa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chedda Da Connect</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KF35OGFXQttk0yWReabtG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19186</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6367">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7f08b8cdbd5ddf5ffdebbd956fdbb8cd6b3b531</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iJdyDcY98X3GMnUesl7tf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Comethazine</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">579089</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10231">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz', 'jazz electric bass', 'jazz funk', 'jazz fusion']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3U3C9o6UTYNdEsDckpRyvX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8de960fde28cad7306b1a7af5da461d24b95a1c5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaco Pastorius</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140873</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/539">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BhWF9W2PngtPSyobKg0rP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c52832c3a83e2ba8beda2505dac7355d953daf2b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">928062</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pia Mia</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'pop', 'pop rap', 'post-teen pop', 'r&amp;b', 'uk pop', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6188">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'big band', 'classical trumpet', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz trumpet', 'new orleans jazz', 'soul jazz', 'vocal jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wynton Marsalis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139641</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40c9b2b4902678f5652b04da312b5537d31c7299</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">375zxMmh2cSgUzFFnva0O7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7545">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crowbar</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65813</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'doom metal', 'groove metal', 'louisiana metal', 'rap rock', 'sludge metal', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xtIpqzIOfQUxKce8BU4Ka</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5cb42ec423b969c17b16d3a9396e42ebc39cae0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6921">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryan &amp; Katie Torwalt</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79668</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'norsk lovsang', 'world worship', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bvAtcPT3evvSeHDyu2zBC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e784c5bf1a675504e73757c3d1ea1f814eb7493c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3775">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Archies</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic canadian rock', 'folk rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15ef4123eade48984ea6f4b7fd3dae093a3d9b16</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33QmoCkSqADuQEtMCysYLh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46121</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3912">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GcI4qqLnvVY1wlRdRixpx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cousin Emmy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ef8dfd8aec1836188ab287ffa583cec30eb2b5a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'old-time']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7934">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bat For Lashes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'brighton indie', 'chamber pop', 'chamber psych', 'dream pop', 'electropop', 'etherpop', 'folk-pop', 'indie folk', 'indietronica', 'metropopolis', 'neo-synthpop', 'new rave', 'singer-songwriter', 'trip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">260830</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6l77PmL5iuEEcYjGl8K6s7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94835542945ff5c3cccfd64be804c456f18184f9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3989">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13360</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LTYeDqM0ojTaTpsi63puM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/289048cd15e331b47274bef49f908b583db0503c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Lovestein &amp; The Velvet Revival</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11366">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pXoY8oTJtPVGsrB4jmCRw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4121</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Maestro</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e69e0fda08802e112cff3c1c29101be587a4da68</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7047">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'neo mellow', 'new jersey indie', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Yorn</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l2EAkfckNPYZbEDbQtEkO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52847</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e08d26b288e263c958e0cab88003fa4e1a5520b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9359">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mDuaV9mZjqxTR4iOlA9Ek</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6573</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Murderers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4005feb9f287bb7a85f38b6e6608ba40fd887b66</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6880">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29lz7gs8edwnnfuXW4FhMl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Against Me!</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179164</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk punk', 'gainesville indie', 'orgcore', 'pop punk', 'punk', 'ska punk', 'skate punk', 'transpop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8294eb1685d99a6d557049dba7c7760d0889c3df</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11330">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan Tunick</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5fa0cb5141a210b64affdd472a6421e1d2fe9a1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uEAOrcM3CyQrKMa8uqA5N</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2350">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98715</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6747986aaed37e5ba0ebe69d8f4a1efde0892e19</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'mellow gold', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fyqyjD7pbaVzbu94ylWQR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poco</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2929">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'classic rock', 'folk rock', 'mellow gold', 'merseybeat', 'rock', 'rock-and-roll', 'rockabilly', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118680</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy James &amp; The Shondells</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3be6e59896f19e13fcdc0f6fbdf6558876b02886</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01hRNr3yF5bYnPq4wZ88iI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3346">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic girl group</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Three Degrees</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/713f5221f3b532797b2c3cf1d1b2890cff0264e4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic girl group', 'disco', 'motown', 'philly soul', 'quiet storm']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75845</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zpFG5cvw00QmrYTUsjApa</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3974">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EFB09NxZrMi9pGlOnuBpd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'chamber psych', 'dance-punk', 'deep gothic post-punk', 'dream pop', 'essex indie', 'garage rock', 'grave wave', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'new wave', 'nu gaze', 'shoegaze']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182212</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Horrors</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11481e057f2539250b3a61338105278afdf185cd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9553">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21542</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sS3l3KsCFGat94vdDP45M</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Mike</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6610ebde11253b7fbc5e5a8179d51db68720e7c7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4394">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Party Tyme Karaoke</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JoDcjZtpq0ccldFgYmeAB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ffbc29be377cb71f967d21a1d1aa111c3928b51</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11035">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f8508b4952f420bf6ad730822109e73f4c55920</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Hendricks</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'classical soprano', 'opera']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8158</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NkCIDMU5HgFAyVLVdCWgE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8663">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Life Worship</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140825</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'deep ccm', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f8a9b6f647f029a59c59f980f01840c51491542</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wCMw81dQdNPMRB4zadq5g</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10754">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38Vq9kCbOTdWShA6rU5IrH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Masked Marauders</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cad97c2332e903f683fc44b4832611e5d6ab1f5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/989">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice In Chains</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ccc3b59f6a4f44299a360d9fd3f45b69729654f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'hard rock', 'nu metal', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2222651</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64tNsm6TnZe2zpcMVMOoHL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10549">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kBAQC51ydY25zaSQBICTi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaba661dd82f65a4c74c2ffee10d3a6e5bf0d4e3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kay Gees</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">496</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3929">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'northern soul', 'rhythm and blues', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/289560a85fefba06c71f4478dfbbb450bccb7293</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nXMZsj1H0F7h9SDUeYNjg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20430</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenda Holloway</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8185">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raphael Saadiq</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6g0Wah2YFtb1rFgKhUktlo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e65fbfbba3e3e341803f8f67790466b7b786680</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317761</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3799">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2242eeb883a5d2c92f3b64f0e132a9a811617cd0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TVVIyd0fsRDGg6WzHKyTP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Durand Jones &amp; The Indications</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58758</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8881">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wH3FXYafeARUkupv4XjGm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdc0c9d2747d1605e09fb5f7365cdfb52a6f36ab</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vittorio Forte</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10452">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Auger's Oblivion Express</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b4eeffdadca214af9506f78617c2fa330ea7ea5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1988</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DVaS32IkAcyrYc3OpsONR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6475">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c503bfed9d4e7e9994783534042459d2a06d3e5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Light The Torch</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'melodic metalcore', 'metalcore', 'nu metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RIRplpyp79REfeBrvW8rH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80234</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8522">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HNtkAKKMHmyovrcBJkNb9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6878</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Assjack</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b11ee5cd70514ba8aa33a467c9ad17a8b0b77da</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7967">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Handguns</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30792</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65bszo3HcI6T49Q6oQSkAl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35af46e1013a62db6768bb2fc31f0889023412e8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'pop punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9461">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf0db1188afdd3e9d6f379cbe86bf671a0924554</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RMOWaq3zw0fdgvaGRMcdA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scott Weiland</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72495</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2404">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10371</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02Xpf8IlAGeelWAQZP33kQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0b75c40fb5e7dcc9124c90aeef8b7c792d99071</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boy Meets Girl</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9330">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Keneally and Beer For Dolphins</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e19af296b5b9aeca0dd242cd53674b50aae8bdf</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QqwcrurtazRR0I5vZZnWV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11323">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80fa26e384839610d4d47dfd5c84f81924a8f75d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'philly soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5955</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i5HiI2EUTBneFAJfl7ft9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harold Melvin</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7331">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian classical</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howard Shore</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293243</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian classical', 'canadian soundtrack', 'middle earth', 'scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1bd298aaab4aba37200aa5af327b64cc82cd6de</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OcclcP5o8VKH2TRqSY2A7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10176">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc81f7d621e71874d6ed547078d66ee34e1e64d4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1066</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7G7TTMHdSQFMmYoFmoVQiY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The League Unlimited Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1490">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Default</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian rock', 'nu metal', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nCzT3o7lMgCWBcmdwCMsT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f84cfc7810ec03564070888d05403c0236b513d3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125102</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5035">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca9ec50f57ef777320c379ea95970a8e127cf5f3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gorky Park</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic russian rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qqNkaZGPRMuPsbyff8zQg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5171</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic russian rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8736">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris LeDoux</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222619</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4K3DSWzghkGUcQOEZG9gpo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f78fd2224470c58fadb6fdcfc5c5c4ffd6273e9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'outlaw country', 'redneck', 'texas country', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1921">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yjuFciXmV3NaPCzwwHclC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3698</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'hip house', 'vocal house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00320f89cd0aca0b7a12218cc9bf018b03344ea6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bucketheads</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3109">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eacd71d9b1726ebb6605b1d2cb3076443a177725</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1S13vhyLwvbDAPjYdFdJIQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9638">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JjJcNso0ZqXL0zC6DOWKh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'west coast rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Da Lench Mob</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40581</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a3569a229c88d518cbb2589de341c61610f9599</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7288">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Jenkins &amp; Fellowship Chicago</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jqLJvBYhbA8qNe37kbSaU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e0fa302b51092360fc4c17330e59e4a6d8360fa</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35142</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4226">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ea4a8f34b5b6448ac21b56d9f81c018d6a05a03</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DLOW</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wr9il91kGyzsfs4ypVr02</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27805</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4534">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93bd076c5b3dd2bab504b02c59f467726a013557</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LC8PXXgk7YtAIobtjSdNi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'punk', 'skate punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138297</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ataris</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8878">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugarcult</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04RtvnUz0XrUbUZzOA8ZoW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85707619bfc74194c71a062a1423b84dcb5c564f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148715</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop punk', 'pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1513">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ihJnGEjNnbM6uuTn3RHMo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48707</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef2e84e31a2202e25ef3f8fd6d7eac2690637cb3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darren Hayes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8222">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Preashea Hilliard</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'praise']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef3c5d879d235b9a15d8490fd3bc5800d8981815</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WglKKRgHpAp0K1wvW2dVI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15299</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2842">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Davis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b34b220d7703779d990fe1a92187e5a78096bb3d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'country rock', 'folk rock', 'mellow gold', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EJmqnuK0r6qiAevFFiNNR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46508</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6823">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'crossover thrash', 'death metal', 'groove metal', 'hard rock', 'metal', 'old school thrash', 'progressive metal', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28hJdGN1Awf7u3ifk2lVkg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cda002e1760d8c225cf98cfdaf91734fe987c2e6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">465155</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Testament</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10618">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64092008301393260fca390a5d7a5f49aee52b18</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">431</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mEgLhTVxuUG4n1ezLNY5l</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Izzy Vadim</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5322">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/218396266a3c3cafca425b2f3230698a8862d679</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328681</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Dl3HXZjG6ZOWT5cV375lk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yo-Yo Ma</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical cello', 'classical performance']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/14">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cPHsZM98sKzmV26wlwD2W</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge', 'nashville sound', 'rockabilly', 'vocal jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2873f90f994289db10fcbbab0c5a789ab6670a0f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenda Lee</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128895</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7647">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Claypool's Duo De Twang</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QodPLo98mtJ42gdkGTPuJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/121a2e4326a6904dc75544d79b86e0be91f02db3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10647</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6108">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Young</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CUJfyYZEQ09DLmCOX9Hxk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7842">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FMOHE79X98yptp4RpPrt7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b', 'neo soul', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62309</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c70f41fc0c38103438af953b6a335d75ff8c419</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PJ Morton</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2660">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317869</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Goes To Hollywood</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mZu3rO7qSD09GdDpePHhY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e04ad11e04ea805f9257a08d9204229aea45345</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'hi-nrg', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8550">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darkest Hour</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'groove metal', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95188</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c53e9e6bbee8795aba6574b61612ed8e61536ca8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dso1lISV1Atdo3O6qbhqq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9794">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d37ab509d120205480d97029ad972c83dc2b2914</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184W9P1vos8AurT467AbgM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9502</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tuck &amp; Patti</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1191">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6B10yUcmUVw4RPKe6j58E9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/994eb955db55262b97ef3cdfb203535fefb2461e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heartland</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8030</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4272">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb2375594272bde0b0df0439ead5ccae64a7c980</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23472</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bsEozzA1CHU0TIq2DXDxq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Dash</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4463">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kids Beat Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sZkcnQ88f73pGeUCt76Bb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/018a49be984844295bc4eed868175215811d7fb6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9589">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'gbvfi', 'indie rock', 'lo-fi', 'power pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51730</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d2ad50905f22762f6a6dffd453cede14807ea92</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Black</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q8gM5SMBT2LAoZ5LzqAvH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8865">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zDYVOBJPToNWyPKFEyIKh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juanita Bynum &amp; Jonathan Butler</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/803dcc20236c2f4e8eeda113b23d1f646fda2745</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9111">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'appalachian folk', 'bluegrass', 'country rock', 'folk', 'jam band', 'old-time', 'progressive bluegrass', 'singer-songwriter', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45041</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doc Watson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01N1aZStXA4yGvkz4vRXtJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91f4fcb0a0113c209416bdfb93d6d960d0ef2dc3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5105">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">939</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30ZqCPhfRzzWcgIbXrbHnU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Francois Kevorkian</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5275">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dayton</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9eb6167c7c394c29737c6c3a4f3f57f273007616</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco', 'post-disco soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2244</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vMracm7RS0LAwtY5591yP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/937">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MPkNgar5uTd8Sqvrr7par</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8045405c25396a2c25e350cc74cc7968b20aadcc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'modern country rock', 'outlaw country', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">509021</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clay Walker</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5502">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f52bHGk7naHvfOCxpi8J2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Lucas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">260</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49761f005abe039e066f3b85bb3d2368bea2ba00</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2444">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26648</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bpvhFSIErguVNQUiutctF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c4b310dad4e8a21ba8638958f03462f519b43c9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Climie Fisher</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8977">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Dickinson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e32e5e2a14c59468496453c320f07b42e19425c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'metal', 'neo classical metal', 'power metal', 'progressive metal', 'rock', 'speed metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Iffw1nP3NjCWkRIx3Ily9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293425</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7002">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'epicore', 'scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Jackman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40291</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a12e1c8bc6cbcecdbbb140bab160502f961e7c09</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SEW04tNMMrOz7UFQJA6vz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4788">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mookie</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6N4XCPKYM2WVHECJcPY1jc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc74c558e00dc1c49c259ac9b4dd328338cb5e3c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8325">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PureNRG</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0184cc6791c08861808a2d00a8ce44e7c908304</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2208</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60jmh6G01cpgusPW6By5RO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8303">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee6d76a2cb360b417641cb3d1b8b1ab74989bf8a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157748</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04DUpHOyQqwbHFyvIhcGi3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Rogers Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2906">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29depPcBWPGMjwZeqJHbQi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a733eee7567b9047c17527131fca442672bd60e2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver Condor</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3088">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UY4oIFpjCKe5qIhKDcloe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9245</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67269a4a75807f0da6308630ec4c9b40e181191d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alicia Bridges</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9890">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21340</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'freestyle']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trinere</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9246768ea3fb71661d34868bd14d6b461be18833</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KOiTWoybzH9nENWWINWLf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8026">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57747bdc1b5ef1e9701e33d08547f6ebb7c18058</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212504</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CrCKxXekxMpkYfMEf8mca</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebecca Ferguson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'talent show', 'uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9149">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Rice</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian relaxative', 'roots worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ee9ecc864d237c0751542135ee863a170d415be</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vD3f3r69jBB1bL6VWnGM2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55860</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4086">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zysAE2ng4N9fyBNMdqTgo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NEWBEATS</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8029f6b5f6394e5b8c28737992bd257995196230</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4228">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electro house', 'pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Ü</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/065e6f73d82db92ddaecf1ca779e833c274da17f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">965369</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HxJeLhIuegM3KgvPn8sTa</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3066">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Instant Funk</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vxhgszTmEHgbNJM7Xd3aW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24100</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1abe480a539adab7908d114e3e32e97d642c6cc3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'funk', 'philly soul', 'post-disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7598">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68041</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">For The Fallen Dreams</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rsHKddRhuze38fVL0egOY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de1bdf44caccb1a6f0b3defee5c1d74d4fbbd67a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'deathcore', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6003">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wildweeds</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ns1dtDu74romOJxfqjxgL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11135">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josey Scott</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">379</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mNloTgSaf5qCyk48t9NSP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3741">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FcB6xMihhP9Hb6AdGVbWe</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'rock steady', 'ska', 'ska revival']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5c04f2d01074b9349ea60b2d664e3156f7ace47</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67624</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desmond Dekker</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3064">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d85dccd14a00cc24ef47fe24bbd9c9d30764673d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21617</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18YelxQioKKPXK1PE5hh1n</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G.Q.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1856">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David "Frazeman" Frazer</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26Jf5NsPo5cR0S9eY7TzmC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7601">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51309</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4A1yfFuBmBOgzv4Oe3fFHk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/271c96aa0d602fa5575107331055471ff52da527</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electroclash', 'electropowerpop', 'indie rock', 'new rave', 'omaha indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Faint</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8261">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lmPazVDvsQ8FXDcBfKc6r</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7db36c2f81d96c751ac75fc6d5878ea84303ff00</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Twilight Singers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13597</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4975">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z5pJz058rKSFj99anP0Q6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grandmaster Slice</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba8eb2d8b3beda2342aacb8f84060fbd4a60708b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kids dance party']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kids dance party</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9923">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Dean</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f025791ad3db36c95425c2ff33f2178ad7f3e7b7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DqlTFMciRfh7iiOhhwph2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6096">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wl2cTIa5bbrsXc36bm7E7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec4068dbaed81bda9b3383858bca3d86954b9b9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David and Jonathan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/840">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53192</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace Potter</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PJVVIeS5Wu0wbZDhtC0Ht</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/598c4c2a440070c9d5052e9410541f294eacb007</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6693">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hyGGjxu73JuzBa757H6R5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cdea901a4f4f3875c93aa4d40a6305dda15a3f2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mountain Goats</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'melancholia', 'modern rock', 'new weird america', 'pop rock', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191275</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3183">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51399</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'mellow gold', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ad3aec38afd7d73e44864d5922d7ea6df799a4b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Wright</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3z6Uf5IZkN4TogRpRpgD84</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10849">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6o2ExQmlpFodqVA4qMYma5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90ed9f2d0646ab1f602047dfb1d8074c2a51f0e3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Soundtrack Featuring The Sandpipers &amp; The Strawberry Alarm Clock</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6821">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f2b49a07820511e7a0506db80946727c0356143</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'brooklyn indie', 'chillwave', 'dance-punk', 'electropop', 'escape room', 'experimental pop', 'folk-pop', 'garage rock', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'modern rock', 'new rave', 'noise pop', 'shimmer pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196631</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59pWgeY26Q6yJy37QvJflh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleigh Bells</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1229">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paris Hilton</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73acebbeea018039e93727d2c78f46b17dc126de</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302954</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vkJFCwstOoJO7yQ4lTtLK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9322">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a873b6e2a8dd11cb7269eb94ba0560bdab5c6a80</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">462</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Ytfl1DntgvVdragJEqx8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reprazent</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2705">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2274</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d2ff5bb6a9579fca12537d13d8b31ab78d2b8d5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bus Boys</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pA7zSeXbEzpeLDbDNhDer</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3506">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8043e5e4aa13a978be095509d36e23ce07987f42</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Honey Cone</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CXNdUUhv5Cw42dr0wWrjd</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3846</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11488">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jl86Dx6ihSFm3xO5hbmpj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c60e962e4c70cb33bd665e6f8daacd1176c63658</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.E. Taylor</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/758">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2156985</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AsusXITU8P25dlRNhcAbG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/713664fded8bdd28ed84f4b2054815af92999b9c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gotye</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7499">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">'68</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21702</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51EEn3UICoilrrWVZFz30C</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d9303902327edb76a4e21d4c4537a8beedf59b1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7411">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2X6VbP5vxuup0exzZ8vhot</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-screamo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6851e46f7d61e6850f6ea3f34b6414ffb193260b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24180</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matty Mullins</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7599">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cloud Nothings</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rnbB5fuUuCSsspvFsxIpT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121026</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'cleveland indie', 'dance-punk', 'freak folk', 'indie punk', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'noise rock', 'nu gaze', 'popgaze']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9be19eae00041e3428ba904cbcf43c4251b675cb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5165">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1318d144b81dc32cd62f0272c1c03dc42649ef6b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Jssd072LkZXgIEHAq6dBE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wild Blue</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3664">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/231593249bbfbbe58d101752517f11998a2d18b8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Neon Philharmonic</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3K1Z59H3m2F4AhWvKMzqBR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6113">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fff5273686201973a5c6b241c64b2e4e18fd0d15</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dee Dee Sharp</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NtGOVTuHBMDfR5PMNPBGT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12293</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'doo-wop', 'motown', 'philly soul', 'rhythm and blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5388">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Niteflyte</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5baddb2d138a89496a79f0046824884602acc5f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4E6R7RltBr4S0RwCulB0T5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">835</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3415">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">334875</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uriah Heep</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'hard rock', 'metal', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab9f63929e7f3410f0a6b04f690cd096354d4e63</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45O9BwPMyywM755SYUK0sP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10570">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2367</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KL0Oi3NecuQ4xXysUo9x9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stingray Music</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b65b20222dd91a118a240ec8b8282bbf181dd53</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8993">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5201d9d5a3b6b5a1799b3d886a95b4720e44f8e1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Purple City</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i6OFguWHBz3jpCFydt3QP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11437</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3418">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Orlando</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c51e876ce26d2528d0dda7f8ede724ec8413c543</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22026</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PNZ6ZfwWLiUA2BrranFl3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7041">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1006386</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a23e3fe0791bb71cb6320065c8bac7b2243fc925</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37394IP6uhnjIpsawpMu4l</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'boston metal', 'groove metal', 'melodic metalcore', 'metalcore', 'nu metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killswitch Engage</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6365">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">374954</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kNKUYGn6VNGsRoXmyoDPK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/163bac8d1bf3952f57f20b0c80c382f08ffb4b37</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian metalcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Amity Affliction</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian metalcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5260">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hAv15rFpsTe7zteKhhJTx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81215c600827c904d77f009f448d34811760cbf6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11751</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vandenberg</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch rock', 'glam metal', 'hard rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8649">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin afrobeat', 'latin alternative', 'latin hip hop', 'puerto rican rock', 'rap conciencia', 'reggaeton', 'rock en espanol', 'tropical']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1871597</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edabfb79fbf3d71ad9d0961a7b199a1470fe5372</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yNSzH5nZmHzeE2xn6Xshb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calle 13</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2851">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1431</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cbf720b61895107f2bf2cd9c3df107e25b358df</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hard rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hard rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">707</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oDWs343Hb9IVQ2wlG614V</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58518a04cdd1f20a24cf0545838f3a7b775f8080</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'emo', 'modern rock', 'pop punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Panic! At The Disco</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20JZFwl6HVl6yg8a4H3ZqK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7749228</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10696">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Kantner/Jefferson Starship</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7f0WxK2slLCjwc0xHlBReu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebfaeda7fc9992795336cd4183c2873671fd3c73</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1701</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3737">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/506174f7a6152da14233890c90afe48002f3f994</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'melodic hardcore', 'new jersey punk', 'pop punk', 'punk', 'ska', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bouncing Souls</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113394</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mvTAjG7rcyk7DQzLwauzV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1830">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LJ9G2mHQIu6z4NFvg5EhJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeffrey Daniels</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4395">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">752</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modern Country Heroes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0G2VjkJA6KTleatKKKYVdH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90b73c6d18c08dc1879ed0cda8d48f842ce2f759</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11121">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Romance Bugs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ScWOn7wC5Nav6f0K17dil</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f3b20b671e283fe6501c5877c8e3983cac4ec31</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11145">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7131fca540786c5dd4bc3876ebd80062d7d86bfc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep motown</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holland-Dozier</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gXMKWbaoOBxvxAMz9Zbg4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep motown']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/424">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QRj3hoop9Mv5VvHQkwPEp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">722903</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3742895f849f1e81dcdd4830aa0ffc28e70883c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'indie poptimism', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olivia O'Brien</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/86">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1734657</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YLtscXsxbVgi031ovDDdh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Stapleton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e11519e9cd6bcc5777a2e2a1cd47d0ca19446882</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5063">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11487</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hi-nrg</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sinitta</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nUUfnmwd9mdpTPwMcM1hd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hi-nrg', 'new wave pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb0b53d7c2fea436db743651731f6f0ff5f9ef41</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5453">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bf1add6570002fd47677eade3d3dfd12695bf0c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snail</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wT0aP8P64nluWxRPzacDe</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4046">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65t9bQlShQt2XgkYr5XyWK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mexican rock-and-roll']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mexican rock-and-roll</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Johnny Jets</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8669</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08592642a23876c94bd2c74ebbf9acf62a789fd8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3700">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flying Machine</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IAnol1a8KjeHfkSOaFe2S</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80f3f37e9e4ce2125d95e0f657f3cc14d0ab0caf</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">353</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10938">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Franklin In Paris - Original Broadway Cast</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a6b0ab5d3604f24cf6cf79f24369c219eb31d23</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T6YZtqxFPfqj0YdU1mxHV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5751">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9069</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'nashville sound']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e8034502fc0a6c2e1a8ec697521ac6d1dc77bc2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">656TGMl6uRQSQlFRVCKt7w</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jody Miller</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4176">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15063</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'swamp pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WL6MC4jDW7w7K9hfc4MVS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f7e230b53f5bcf30967f3ffde9f7c8d027469eb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clyde McPhatter</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2595">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">881545</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diana Ross</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'funk', 'mellow gold', 'motown', 'quiet storm', 'soft rock', 'soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e4a4550958951f0610f37307ab9a5dd6316a9e7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MdG05syQeRYPPcClLaUGl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4157">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fc12e434b15c08796c7156b2f630df84345b9cd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FClsNYBUoNFtGgzeG74dW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank Williams</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">426849</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/953">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'neo soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47zz7sob9NUcODy0BTDvKx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91c07d86986b1dc3ee7bf900a62b55260c070951</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sade</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1639314</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5403">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XGBZeimYdPt1rLdy0JqrQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6310</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddcbea0fe2e2e884be7ca24e926b7bbd085e256a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Thorpe</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3603">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fuzz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">052NpRSiz4SQTsFnvwMP6t</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1309</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8888">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f405748fe3383a4e5608021d52dce0618e4528c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Mesk</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">378</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Fc6qlNa6F4ONSLfJjlfjJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6723">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mO4aGO6u29UyR6XLZR9XW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Pornographers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72ad373dce4a154a7ad335bbc2ebad604146dfe9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126849</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'canadian indie', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'stomp and holler', 'vancouver indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7714">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2933wDUojoQmvqSdTAE5NB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DARKSIDE</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c442802f177c6616e1775eec988c6561d4ba505</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140286</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/354">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23936</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uBD3fsHzb3IpOTGpicsbH</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cameron Boyce</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/338">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l7ZsJRRS8wlW3WfJfPfNS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4452863</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christina Aguilera</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3ea6d2340bba0d93450a813a0843fd9cf998e39</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8729">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mates of State</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b661b0114b78073b873a895dddae17980e30794e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'kansas indie', 'lawrence ks indie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IELX7NrLBXuw8f51cUZuM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26238</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1641">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60121</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67ISVBZzcCTTKM17Ps00sx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7630c4429d1c1786ef6c914616a188eb375d8ec3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chico DeBarge</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3152">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iVed2Qu7dmL0pIYCj1Xw8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie DeShannon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17434</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b20ddc093a866bc40575d843c597d7522d0ffb36</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7663">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Throwdown</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4a528ed2c482a786d0e67c35456cc8bf680ec3f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'hardcore', 'melodic metalcore', 'metalcore', 'nu metal', 'rap rock', 'straight edge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18jFO6Z2Bpdv5jp8mXfChN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44219</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8244">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391658</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0aeLcja6hKzb7Uz2ou7ulP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noah And The Whale</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76ea79b6425f380ffe66f1665881529a15213a5d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11148">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vSmI0uXhyiW3eqM7eIUQc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jill Jackson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">923</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scottish americana</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scottish americana']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4c573c6253df5ab5209c116730bf8a6a8f77ee7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1246">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2efcac42455cf2f9f23ebf1daaa8d579a8e9cee</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xklw3WodFZiNNmQt3DIgp</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angels &amp; Airwaves</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop rock', 'socal pop punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368955</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3525">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dEvx7Y18jVslvbP4IksQl</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5bbcbb31fd1d56cd330755452fa66dfe9f1a2d4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chakachas</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4552</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7625">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kentucky indie</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21lH0EoFGV5oUmyCZuz7jg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c83769201dcced9285232d46446f4c8a2c81070</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kentucky indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13621</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sundy Best</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5998">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Choir</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z1i99yKa5pHTDHS5Mi8Gt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5586">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdb313db74c2e647f32d4031cf58c4474e69032f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5935</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dwight Twilley Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IpcPRU1kV0J58kd2w8vSC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9141">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hMTYaexWgGkXqvbkt6EIS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19586</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chime</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'electro house', 'tracestep', 'zapstep']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/871955cb3ff9d67bcf4ddb915937425ef1773510</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3247">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yEQYaY1583BU8xppIffdp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e238dcd2fb2c533cc14389ea80278f0c95bb6857</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">255</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tennessee Three</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8181">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c51d8a70dd2b2d5154c2909993828ac8792b65</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trey Parker</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4329</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NnoRcD3WkqC9aouHyE8YY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10652">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/698c54e34b1cf7aab39fb3fe76e15ec11fd824d9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10685</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bonzo Dog Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'zolo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Q7D1oEccgTc8MAYdMgtIx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11205">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3851</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eV7uNHXarEGKmDzr5jPxp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50d984f3cacca45483d311afc67dada46055ea67</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Family</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10218">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Grisman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'jam band', 'jamgrass', 'jazz violin', 'old-time', 'progressive bluegrass']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33257</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f40ac9b93c029e39ddebd38c05880180a1b9d41</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5udgy2xk333j33hKnwDz8O</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1578">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7726</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madison Avenue</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f12c2976ce29eb391348c216a728a8d14b3dd0b0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6otgz5gkB40UnWFwTy0VDh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'vocal house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5699">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51RYnAHfrE4xnMomva5kFq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52cbee5f6caeab1106187f02c9a9b7683f3f6504</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'nederpop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mouth &amp; MacNeal</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4879</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6775">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'country rock', 'deep new americana', 'folk', 'folk rock', 'indie folk', 'jangle pop', 'lilith', 'new americana', 'outlaw country', 'power pop', 'roots rock', 'singer-songwriter', 'stomp and holler', 'texas country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AhDVqsNA5q46WKsRPXvoe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46131</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Son Volt</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f0c809fcb8c2984dfc2921d68e285f3dc46a8b6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8027">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wNZd1CMOsFZ0TiBhlqjD5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'roots rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhett Miller</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11eec92d59500bc89b2b41c8ab13da6176450b2b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12511</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2026">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MBIKH9DjtBkv8O3nS6szj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160578</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10,000 Maniacs</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ef8206509549f21423bb86c7fc492080b351edf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2677">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Hodgson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lHXm91pKLq9Sxi6CoRKWu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d6e9d7dbef8dcd51be8ee5b8fe5761ccf71cec3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109954</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'progressive rock', 'symphonic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10894">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yL7xXRbPb3XXYjOd3ZbsJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">626</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/767fcd61af7e0d1087dfff5a32ddf5bf8be7c7af</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Jazz Big Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7244">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">881979</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02eb6f9f862cf905be646bcbfa52fc0ecc994410</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'singer-songwriter', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sufjan Stevens</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MXUO7sVCaFgFjoTI5ox5c</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1762">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38edfdc976c767a5d7cffc827a073eebd302e6c5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZcbVcd3fsf9qKK02UVzGB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Barlow</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166839</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5754">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uGlCdqazZuNNTvxnz7K3i</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billie Sans</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2034">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17fdb7c9e858e3924a95489722f92f96cfe41377</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'boston rock', 'dance rock', 'dream pop', 'garage rock', 'indie rock', 'lilith', 'lo-fi', 'new wave', 'noise pop', 'post-punk', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201473</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xgFexIwrf2QjbU0buCNnp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Breeders</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5115">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/758362dd657084ff88a870e5f1085259e7562897</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Fe7lgCHgCB8oZhG3KoTZz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18625</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wendy &amp; Lisa</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound', 'new wave pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6382">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0db6a7a4cf8d2b1a78897d2d6da4b4887aa913f2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281009</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'brostep', 'edm', 'electro house', 'electronic trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RL Grime</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eIbEEQnDM8yuDVB0bimSP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5295">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2125</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nCH7NlCpkfhzJMS4opstC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madleen Kane</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17ac1b1f56c04578b23f37ea1ca8bf3be4fb9026</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/949">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zwHaEmXxX6DTv4i8ajNCM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3c9c4e8b6618cc6c74fde904a8acbd7010a7bd4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'idol', 'indiecoustica', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kris Allen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113735</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1258">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">India.Arie</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Gf3LSwa5hh8Cjo60WhVjC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506663</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c69fddc6c3c24739dabca3f928fdaf93ffd28b3f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1194">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cjh6y0V9SsyCrWSXTzwOs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5848d3767ff8b566f90affea35a1a159d26d726d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RBD</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">458469</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2264">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf133c3918ee70ed786b6af3450e4bf044d6c225</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'funk', 'hip hop', 'hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'rap', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483362</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zFZiWQJFFshzojycnXoTL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bell Biv DeVoe</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2173">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trina Johnson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04AbC0iRYiOQxjuP02WWu2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3705">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1cf7faba3223b4be7a0734f7c5cccaa39630570</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469652</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'brill building pop', 'bubblegum pop', 'classic rock', 'cosmic american', 'country rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Byrds</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PCZpxHJz7WAMF8EEq8bfc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2640">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243841</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35dc75a6db113801e5798d29fb6e4ac35125e5d0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6is2U7I1jlI8PjxNZOHIMV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DeBarge</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4266">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83fa7e68c05e9aacb62197d9d8cbb788c6dd746d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Case Of You</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39uwng8UGKmUcMYBx9753C</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8437">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pavement</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'art rock', 'dance rock', 'dream pop', 'experimental rock', 'folk-pop', 'freak folk', 'garage psych', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'new wave', 'noise pop', 'noise rock', 'post-punk', 'rock', 'slow core']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239553</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80c16daae85fd73f63aa9d64a30aa4029056bea3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3inCNiUr4R6XQ3W43s9Aqi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4473">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bama Boyz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269r7gpyiINrCfgPHhfx33</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4427">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sghswo09Y90G2q0eha4SW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Osborne</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11087">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blues Saraceno / Chris Catena</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Q5CKiHxm25rca1M99tkpH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8974">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wAO5FJZZ5PJoRBSpBic7M</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16bcd2c4fc53d5f2d85c6c57cc472150ee07d3d5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Layzie Bone</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81941</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8689">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noel Gourdin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97f15cb1023ffce5bf33c25863601b8b30aa64ed</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u7hrkQcZmqCkcDg3WPczt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25647</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5900">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fa824dd1ea6c556afcf83a035b47d405ecf12d5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leapy Lee</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lgv8OCexyuvGs3Xn2O7n2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">486</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7496">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop', 'teen pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278150</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b579910b5c62fa7d640e6ae2b43119f029406d1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jacob Whitesides</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05tyvnDgYMhgagYbUx9td4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1005">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6173ff99f73ae831b2b3fdd4ec26cd7f2c66496c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fObcBw9VM3x7ntWKCYl0z</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81979</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colby O'Donis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6302">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4feAxLUxIU7G4KXhH0h2ni</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emery</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'dreamo', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec62ce3819990dedd61a8bef5ece61bf4b99e980</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80257</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4341">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5c0WuXHDBICT0GqUzhh0cL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boogie Boots</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88bad7c0f1dad3c923a099e0a87e532cd58f3fad</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3683">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lovelites</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1565</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55izsTrkzLJ9KYKynnBmc0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10332">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EsmKkHsXK0WMNGOtIhbxr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">McCoy Tyner</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59701</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'bebop', 'contemporary jazz', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz piano', 'soul jazz', 'stride']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e2bd902ed5263eb9c603cd56cc0545c8d44c1a4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4189">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LSD</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IZ4ctovY9dl7bgHClAvKJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218917</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/067567fb0d7828fce106617b9a6bf2e83e178085</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/838">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-grunge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2338224</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a07dfbe4aad27996188bc551e7b0556db20e07e5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evanescence</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nGIFgo0shDenQYSE0Sn7c</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7250">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7t6kb9BaKLBDnii5rDGm4V</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Major7</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm', 'progressive psytrance']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35741</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/103848a41d2a595da99c194ac4b2a381b345552f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4837">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7x7pxJtOTFkTSStKmrRyRp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G. Dep</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/176f4e8c58f8949008f1ac4bc62f57bcc30926c8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28721</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2958">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0d83574938ca41a2cdb5aa5faec9fdea57bd8ab</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19479</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vapors</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4K3NWDwBIxgktui14SccR2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'mod revival', 'new wave pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2265">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215030</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Winger</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a101f5e1894c792950284623fbbf33477aa7078e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qQeKHrQJHLLbvDAOSO874</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9567">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah McGuinness</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e323f3c87f29051d1ba8507580087de480f66b1a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DDK7kMwXwi4xZ3wWdAT4q</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1293">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/735b5e03001d39c0efff236a27fefc023ad5a697</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">507229</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CxZzQFUTM6AzgluGwtq5w</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Wilson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7101">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74Ry3bhbG7yzAZOrHaLK7g</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3325</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cb3e8b77f8b16b0cf92238b96e2faffdbfcac9b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Television Cast of the Wiz LIVE!</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/889">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YEJ9dU5Oz0LZS2gB2RlNO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MDMA</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2597">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35879</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'philly indie', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hooters</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe0fff4a9d704f4922cb868372cbe828f324170e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uhvDINTTiD0XBrP9fquN1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6758">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150418</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47d4660329a0f088bb0f462d787af36f3792eaf0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NvmDZar6FF2CICK1yBS4I</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nashville Cast</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11325">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlene</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52o9SO5Qt09Vr9bDCbTbmu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">942</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/049a63e281d7d18e8e4fcd29bea12325637bd906</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1082">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass', 'miami hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5REF3rMSUd6bSRwgV09dzQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13659</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f14369818a90fe48e7ec5cbcd70070f78cf8148</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dj Laz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2194">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4opTS86dN9uO313J9CE8xg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skid Row</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1214888</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3f45d88c4d4970b8af6b49f4d93a570a2b72f1d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7387">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162732</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/586c21b2feabdf3da80880f3ae650993cc3204d7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'christian rock', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QgOGgahvXBHEEzpjbDsOj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sanctus Real</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5042">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skyy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64284</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'electro', 'funk', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/574ed348632d24f3d8f7f4b1b90c3f0400ba5301</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uFqO7FceiE84xjEjFtQLX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6389">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JC4hZm1egeJDEolLsMwZ9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Between The Buried And Me</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'deathcore', 'djent', 'jazz metal', 'mathcore', 'melodic metalcore', 'progressive metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155627</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba9efa9265474eea59a75761311bd5d883da9ac2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2535">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boston</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1129908</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29kkCKKGXheHuoO829FxWK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/051ffa17a5832586c6e0f8ee8a705ad15114e9c0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5393">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ywBpweKQY8MosUnAuPAgc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3240</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54fb7ba825d4ad3a489ff7ff4a4985fd9e44524a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie Pointer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3703">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fuMi2l7TS729CITHR9Zub</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glass House</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a17a48e24369e2c8bdb7a1cd3f930afc25e3f5eb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9836">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24559</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g92p1YpivbOqVLiYVd4Yk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/815fcafe23b920d3e267c1779fb005e5eeef7c02</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.O.A.</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hardcore', 'canadian punk', 'crossover thrash', 'hardcore punk', 'oi', 'punk', 'vancouver punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hardcore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2605">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Opus</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pf1217gT8zcjOFc7oMi47</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['austropop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f056e4c3185f03e6808f29751991aed8b2cb221d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21830</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">austropop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/187">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natti Natasha</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3312589</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58aa418be52a716ab17e36ca2e10780bc7627fe9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'rap latina', 'reggaeton', 'tropical']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GDbiv3spRmZ1XdM1jQbT7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9421">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19942</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anointed</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0309b6378bf67b99f3404dc8f9165ea99dbbe102</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GrYT1CB2T0IxumY1MQpZJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3702">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11439</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4z5HOZPvtfUiCnrxTJWUhx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Electric Peanut Butter Company</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99a29e169b47f8d776c786e554ccbffa88f8576c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9067">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7993ffe6bdd462936c357fe8804bff61517d3ef9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Knoc-Turn'al</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8305</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24PJqH46WhB0pUB7NlsFna</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5689">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7c80rSls3eKaRiZSSku2O7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff5efc72a695872fb85af5472cc60c85fba70ff4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wackers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5259">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b19af7bc7078141c1bed483b95a1f62e36815d9d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PYuBRQMHh7nWmdV076sH9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107881</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heaven 17</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/191">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56dcc0e8f919ea86b139b4ccd084439e10a8704e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian contemporary r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian contemporary r&amp;b', 'dance pop', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5856419</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wUjUUtkb5lvLKcGKsKqsR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alessia Cara</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1491">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Azar</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90cdd276acb8c8801740d34ea319c3e2ae8edb2c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6x9fdTmlcJVJtChlLgT1G3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9346</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9941">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'garage rock', 'indie rock', 'madchester', 'modern rock', 'new wave', 'post-punk', 'rock', 'uk post-punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5eeddd733170399db794d2c430a8d2cde7ae1425</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1100234</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joy Division</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432R46LaYsJZV2Gmc4jUV5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2600">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sly Fox</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1693</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wU099wsnfSuP0lxWc0jgt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55246524b2a7ce29c9f18d561c384b2413e41cdc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/623">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">856462</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2bfa4ecd375e11871db85907c62c52d7b80c4a0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dance pop', 'dirty south rap', 'pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sfl4Xt5KmfyDs2T3SVSMK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Jon</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7875">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55349</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lydia</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'pop punk', 'progressive post-hardcore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6e3bb065d628b083f4aeb1d1c42d08217029cc0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YYxodrdAUSYhO8ueGQtXs</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5601">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Commander Cody and His Lost Planet Airmen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0245ac1f9496ead51b43bda80b6cdcda46fc7f86</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KtaHyqLFlKKb7aghnWBfE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7210</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4821">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max-A-Million</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/948e335b4569f0a038abbcf63d9d4db2c6a17253</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QpTf4jao06WPoX4HKl5x6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7843">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'anti-folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TgZxvzeWjtAPq2rf9cx1u</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17269</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Uncluded</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9996144c4ea4833bd932f8ed66d198c84b20ce95</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2802">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Lpr5wXzWLtDWm1SjNbpPb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Todd Rundgren</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'mellow gold', 'philly soul', 'power pop', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'symphonic rock', 'zolo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138599</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d470f070465fe4cdc07c98f64809b49769dd1b8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9250">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JTMBiL0Bmrxv41WJ8V8cu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Navarro</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5473002a671061ac1fdd7856402b1a4028c93b5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8655</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/644">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6p5JxpTc7USNnBnLzctyd4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a6325d8923b3d58167b807d6cd988f986777e3b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">677440</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phillip Phillips</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'neo mellow', 'pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7378">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65e427b15b3ec6d555122fc25ba7e541d62319f4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zj2B8yAi8gHoR8vpsPatZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama metal', 'christian hardcore', 'christian metal', 'deathcore', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gideon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48040</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3645">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0K24Tk5QTxx6tkcCdnY3Od</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic blues-rock', 'psychedelic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96f15596f6f1069ce1b50367ec83a155df942e15</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic blues-rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frijid Pink</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9394</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6122">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db201c3f6a9965346c9a02a0f6639e44338368a4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1548</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PbCnPQUMUHJXAI9g2Ld7V</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Castaways</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'classic garage rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6978">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indonesian jazz</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FcNSKwWZJb98ry9M2qEII</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Alexander</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30585</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indonesian jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c780b77d7dca1d8e3a53432470675bdcaa06cfc2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7333">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4007</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Robertsons</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65fdd6efb31c14ebcb19499d875a8336c8d66f0f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Hv1GlNkBy4muBAWYOlfpz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1710">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'lovers rock', 'old school dancehall', 'reggae fusion', 'riddim', 'roots reggae']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UuT0BJZ9vF8Y1sxXnJl2s</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bounty Killer</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90101de01b33d9cac4021657f0412b1fd9761298</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89516</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9407">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Gubman</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f5d9f9ef42fe90ab430f88be60625163f91669f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Bnr1jTJsvgnudk2OkD6di</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1415">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SFUC6ORDCIBqPssCBpeHT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f067b808ac598d9c57556a75f65404eb82ca4ca0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country gospel', 'country rock', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183097</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patty Loveless</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3206">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ad1dbe6d75e00ddf96fac3e9b6da8436b4d6b3f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'philly soul', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norman Connors</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54bbmw5qZiMf23TTmm6ojR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22365</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2160">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Redhead Kingpin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1488</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b034b30b6eafbc0cab62b3608a2cd70a8458caa</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eru99lOKhgL99zE3hZOxw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2071">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Proclaimers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159060</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic rock', 'scottish rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26d588b576d36787913dde0b5faccf75ea1bb494</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1A92IAcd7A6npCA33oGM5i</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8679">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36633</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/993eeeb755352aefcf387acd2fe5d8a8d5bd3ec1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Better Oblivion Community Center</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NBmfDV6Yh3hjuQUBVvYgO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10321">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Rapper</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qF2VK14P9wCb8AEbASR7a</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54bbb9349c957d724b43917a354f217affbd4ffa</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7659">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">361459</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34UhPkLbtFKRq3nmfFgejG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/821c7c86b9866a8013e2aa6b506ec59c0e33d03e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british post-rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mogwai</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british post-rock', 'cosmic post-rock', 'post-rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10106">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unknown Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sso2MaBpFy2RvDPWsFsYg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ea3fef4bbd190640a1ce81e7fef332e5e7a5697</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/287">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LyOADBjj28cbvJWTXUEGA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loren Allred</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58965</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show', 'hollywood', 'movie tunes']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99e6f4c02a51aaa59f90c8c64f4db8690ce091ab</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8396">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nwykPKe0s5K030p5lliIY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36646</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84f2c871001f21fd2268a1bbce3c66d415c9c710</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wakey!Wakey!</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9153">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian punk', 'dreamo', 'emo', 'emo punk', 'pop punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21237</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian punk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Juliana Theory</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abb93e7176261e48b0a875153aa43c336d3f51db</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7obdmuirClkgU94pcUy05m</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9899">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brooklyn indie']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghost King</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brooklyn indie</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1638</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yJlhaqziKf3chFEX8RV84</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea42dac7149b7b96305d31278b636dc03c0fff0c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4646">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab07ed9c37e3df874f4942145ecc80f6cdd6f1d7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45077</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AEcSFddxmvXT0A7rBwyVL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordan Knight</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8651">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f67bce3107d4b339317812caf5ccf5c187f5f519</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TV Soundtrack Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ykfeSSVCXLSsyTpVndL9g</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6197">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">052sD9jNgGqNAKlYmCAiD8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Village Stompers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55af5e67a788b6b2da7b2a6b23611a5401927495</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1534</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9174">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geoff Zanelli</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['epicore', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4c9a12b081c42b05ea4af9d7097d06f43069e55</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">epicore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5096</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X5jj08FYkWPtmzUhhjOJd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4695">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8240085644b7e498cd973a0fd51351e964446ff8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EJY1WcqU1y3P5GKl1VqzE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Instrumental Jazz Music Ambient</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32520</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1154">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ozzy Osbourne</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2262604</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'birmingham metal', 'classic rock', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZLTlhejhndI4Rh53vYhrY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36f527f4599e6de052149bb8f13114fac8168c90</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5705">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Singing Toys</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AtfmB2MFBSojaOzuecezC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8584">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madina Lake</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34979</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago punk', 'neon pop punk', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a89a3eed9fed996641f16629fb4296b775ff198a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago punk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43QrUqvhiL71U9A9gJtAfA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7920">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1726600e7c1e04603e18d02b7f2a64f32ae182e5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30pDI7q5JhCE8LQLQfSPCs</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kanon Orchestre de Chambre</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6487">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264076</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yo La Tengo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'art pop', 'chamber pop', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'new jersey indie', 'noise pop', 'permanent wave', 'rock', 'slow core']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46bebf63d806c1fb8a278f843f99293ed6694f83</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hAhrnb0Ch4ODwWu4tsbpi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1333">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1b060211552b23c964a0cedd2536d806bcd8511</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J2VVASYAamtQ3Bt8wGgA6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">876029</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'east coast hip hop', 'gangster rap', 'hip hop', 'hip pop', 'pop', 'pop rap', 'rap', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ja Rule</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9821">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Van Zant</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oLVItT6UETI2EYrGlxSt1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9687</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e68ef9ede8b7d883d89a23d0515d09d5cb185b13</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'southern rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7465">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xiBg5AwhlWtuxAJO9rO6f</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48760</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3eb34146337d8f7a99c62983e9c36dd4d575008c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'psychobilly', 'rock-and-roll', 'rockabilly', 'swing']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Setzer</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2982">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Average White Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd616d4403ed8a0d107b692a3e44c367bbaabe66</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201302</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tx8fyu3c4OBP5nejYtUOb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6586">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6u5mhJXgAKPTj6YVlZSPY9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'modern blues rock', 'rockabilly']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62202</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e889fb3c0d32b80bcb785c1542fb676b78dd819</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JD McPherson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4184">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HS96tPggl2nwiz3gNWWI5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ddd6f4875c172f80c611109d62b99a2f2374795</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitchell Ayres &amp; His Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8486">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mVTkiwfm4ic6DnHpmFq8K</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Immortal</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47aad2f7013dbb6ec808aa88b4d3a2872be99557</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144693</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black metal', 'black thrash', 'death metal', 'metal', 'norwegian black metal', 'norwegian metal', 'pagan black metal', 'symphonic black metal', 'viking metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4588">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69AYHph0aKhzA6FxwL9UT2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B2a</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97368ad17cf027d249763e307f0a7e52a863d43c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1721">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3424</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30a4f319cf595582f5f7c8738872e3e1194f3ab7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Forte</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1damanY48OjG8KZHLdsSNo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9654">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60S1OdBXBk4cCMbOxL2TqX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pride &amp; Glory</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/292fabbdcfd2b3ec54228bbb1e869d697ed92c3f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31969</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10010">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33e66429bb0c515430396d24956e0178e8d5d6d9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11478</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock', 'roots rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Steven</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Pmlf0hZYXcoDSuaNrw23E</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6251">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Crosby</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27hhuLkfOOEUAagcTauyvc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bfd935beaaacee90ecd7cb457325cd89cf5b017</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/427">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91430db28d093edd805fe42bbcb5232f52306dee</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2J0JN7EFN10G1Tty6hX0AN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206775</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Esco</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4976">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DdF4n9hzGsLAEv3rSeaZY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Falcon</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f5d3db002cbf7627134c3137d4c782beb6c3772</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">444</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/231">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4644198</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AA28KZvwAUcZuOKwyblJQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'art pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gorillaz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66ec50acc8815eb6c050ac3584998ebca678acb8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10379">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e54d63920f658f7a3acc27317489af0486b2252e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nki7yRhxgM509M5ADlN1p</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'future house', 'house', 'progressive electro house', 'progressive house', 'tropical house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">759625</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oliver Heldens</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7685">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black thrash</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52487</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black thrash', 'death metal', 'groove metal', 'melodic thrash', 'metal', 'speed metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80698fbbfdf947053796abbdbd62a309db85ec5d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skeletonwitch</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213mmq3zkNWx7CtfzftTC5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10336">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a04bd0f7a7cf52e27076e46147a04d921633416</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anime', 'j-pop', 'j-poprock', 'j-rock', 'otacore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anime</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6m14xgA0m3w92UM7ujJgky</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">UVERworld</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">489015</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/348">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Guetta</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a8476a71714e7718a41a1157c40f93abb8cc750</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Cs0zKBU1kc0i8ypK3B9ai</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19658130</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2933">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69824</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9944ab9e3a3c51d473a15918c61ef6f202266ab1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tkKwWigaADLYB9HdFCjYo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian celtic</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Irish Rovers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian celtic', 'celtic', 'irish folk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2540">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip house', 'new jack swing', 'old school hip hop', 'rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RE8NwNxsOyuNZDD0jRxHP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6199e8f72897958ff5fa9953799553524929fd91</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kool Moe Dee</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101801</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5937">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PI5IHRvANLL76O5gRmGKL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Cheer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/661cf1bec0ec058c2953bfc2e9a30ede162c8c0e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic garage rock', 'classic rock', 'hard rock', 'protopunk', 'psychedelic blues-rock', 'psychedelic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32313</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10602">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bp5TNlV3vLuJigLW4RBxg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23c177a3b07a1fe47d688cf3f8370c6f95ce195b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Jacobson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2417">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NYv4D209IRCOhDFeBFM5p</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheryl 'Pepsii' Riley</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e400065b7ca25268a01a53b6078ce37067445a9e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6288">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RESbWvOMyua0yuyVrztJ5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Key Glock</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317465</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'southern hip hop', 'trap music', 'vapor trap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5fa11cc61976d5e51915120320bad64afddebaf</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3377">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b24706a9dca3373d4c138009a1b7e5ef993b9e5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kFY4Bv5VRSBsM6CUYBoTC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78000</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Gilley</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3238">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3df7e984e2abe8205440146aaf6bfea69e5434e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13856</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donny &amp; Marie Osmond</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7d8R11w4QG2ihJeTaZq37F</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10792">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/566763879497335ca0d1958859466893ce0a663f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Golddiggers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TBPfW91nmeRuZg7kvFkpO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10430">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b108ca233ceb497864b944f25933e0c812a49685</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pkOPTx0WIrGK72ZaP9RJc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Matthews</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">710</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2014">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suga-T</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EpVYXcMdxyQEMMaBuDynU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d8a29fa8f99a56fda45cb604e5addf058c394a3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2700">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dLWg6m8RRhizsdqJbhyj3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2639448c11dfe54f33fd747f44093bb4aea936e0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quiet Riot</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">728768</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8393">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">INDIA</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NIZFmehJM8YiGpCdihlck</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319372</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'salsa', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d70bd36be8e8f62242088b00e91cc32139c8f67</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8573">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bofI6U62c9ZvTOrORFVwc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carbon Leaf</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0ae028acc9ae39f0050f7aa8fc21092c00bd558</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18028</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4236">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5R3Hr2cnCCjt220Jmt2xLf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4d0b7bdc55f25a3cca196f39e93b5b97de7445f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">893166</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dillon Francis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'brostep', 'dance pop', 'edm', 'electro house', 'electronic trap', 'moombahton', 'pop', 'tropical house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2811">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450423</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gap Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TwHRCIu3Xg9fjS3l7owkp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/968c983e1a7a274bee42653bb7c2f8e832ccd16e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5306">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pablo Cruise</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'classic rock', 'country rock', 'folk rock', 'mellow gold', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a9e4be73469f5f935f28afcd8eecb515e4232cb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Y5abCLsMxsOLaZ8rYusSR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57120</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3820">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'modern rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/521526722bef81cd29a2dcba642c087fdec1bb3e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2q3GG88dVwuQPF4FmySr9I</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Score</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337028</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9249">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1706</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">library music</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fJCHSiF0CwzZ2vuYWtt2p</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b75de6b9791b37c56885d3d05b05e8b04548119</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['library music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Ingman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8079">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128905</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RWjTQqILL7a1tQ0VapyLK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bb9f3f343dec795d21d3fe0310e4f447d977315</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'art pop', 'art rock', 'chamber pop', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'melancholia', 'metropopolis', 'modern rock', 'noise pop', 'permanent wave', 'singer-songwriter', 'slow core', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Magnetic Fields</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9692">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coverdale/Page</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0844f603a19e28e540cdb597a5b239aad3986378</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47169</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jBSa0eitusIKxQHjAgsyd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5944">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ND1l6L0UQD7KoAnMupeYY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69c5fcb6b5d3aad982bde002157cc8e326f256cd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hamilton Camp</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6081">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Just Us!</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BrVAN1Ks8uxizBcWa4iiP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4790e364392b5fe976fea681d31cc5a58c871f3d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4471">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9418</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Q1FIPavG8WZF33kqIP3sy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90c9b85742f71c9d62b62866022b27476c9636cf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bo Bice</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2537">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3O24hFMrqM3JJHDwavPz8Y</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Harding</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5335">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">246</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Touch</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2d9ugOWF7zYpwQHNYOI3py</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c96793942c87ed5b932f7a85a57e6093e981cc49</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2997">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">759</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rWIUjXLlUngm23tFkNs7Z</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e5a8c7d3c5b6dbb42bf1250cdab5634d02e618b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Dore</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1182">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1580</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cETzIYBVYBvs8oJG1wywk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f438548410d990a82ea21d61bc1b137e94ea59d3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Messenger Birds</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6480">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">358369</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02seUFsFQP7TH4hLrTj77o</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c33d8a4577b78387f1d250ed2d185d7fab06272</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nathaniel Rateliff &amp; The Night Sweats</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/194">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Labrinth</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2feDdbD5araYcm6JhFHHw7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">897868</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9a7e54f8df26abde79fd1be03f40d4e8569f590</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/512">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FNnA9vBm6EKceENgCGRMb</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cabfa639a2b6734f8f9df2f42e7d7a9187682bc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop', 'funk carioca', 'funk das antigas']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anitta</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7927079</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/912">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'garage rock', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MGMT</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SwO7SWeDHJijQ3XNS7xEE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1541716</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/552cc07e487a1dc7fd91d680824086b4daff8fc8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2839">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cg61q8kK8jlFi8TKKw70p</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7966b9bacdcee07553785e591b50083dc00ec7a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'old school hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afrika Bambaataa</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62836</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1048">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60h3lZFY2T93K7qxVPrajf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af38f6165cb326288a92b59e10c6601fe341c0ec</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34339</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Wayne</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1478">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5I83RQZnnynCnohkLJ8vot</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17212</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/267beffbd094f4c1526bdcca4dfb38b14e478e0c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kellie Coffey</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/673">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BcAKTbp20cv7tC5VqPFoC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa77c545af000003e22621637813e2e7c65c4203</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Macklemore &amp; Ryan Lewis</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2379573</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5953">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Human Beinz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6616</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KdxWrkwsSjIxyHL0HNtiv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d49e97983c8443aa78b727b6c66d514b9c112f5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6520">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'korean pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422610</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JONGHYUN</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f777cc7176915bd6c0676e2abec209030077bd7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rGgflnIpRNizTCozbYBuY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8448">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BT</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic', 'progressive house', 'progressive trance', 'trance', 'uplifting trance']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d5bd8156c112d31ca8234f4d403261a866ca393</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62162</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64MoFdq8ORI3V98AR5SPWL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3619">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69g2TelswPN1IiFDKvaoSL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chairmen Of The Board</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10435</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bb2b7c92fba8b1f16669a0a14231fd1e2338618</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11138">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1096</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cdf6b15ce3a77b732aa6a7431d96999b4903643</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gBDxMAPy8gSBa0xkNv3Iy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monster Music</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2956">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Meisner</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5da155a1c8ed8a4eb307ffb5574f6a22be11c8c1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7267</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00f43SIUld0KU349dnwsmC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10609">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nJtdgCxkhZFvFMPTsHavb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch pop', 'dutch rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51529</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be4356bb6411116e31a738cbf2ed647d50d12035</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trijntje Oosterhuis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5416">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ERhQyRZQpfYARqiv4L9Dh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alton McClain &amp; Destiny</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/978">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1197552</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trace Adkins</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79FMDwzZQxHgSkIYBl3ODU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4869a9acff3bb222b3012ac90e8dc95332b291f5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11319">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon "Ndugu" Chancler</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7ac92c40c2fde1679acb698cd6f1e5ddd59a579</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LJPMbjmWohx8pVh4bZfAs</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/378">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'electronic', 'filter house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1914cb5697a8d1564dba418a27a7551d7243b79c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tZwfgrHOc3mvqYlEYSvVi</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5519783</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daft Punk</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2896">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Central Line</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3k5CKYmmh2MjzAl9Xo5tpt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk', 'post-disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b71bbdc927f6899c35fb9d9a9304ee04f535902</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2369</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11091">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Music Box Mania</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c93057763931476331a7cc15f378fdfba9b1de87</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37tDZAbgcfTyqn6JZdTjaz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">music box</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1268</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['music box']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4808">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tOB8FBc9x40nYR1k3e8pZ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2dc1b736854d7826a0d34d649aa9a2a475e68e2b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mighty Dub Katz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2421</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4615">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77OlE8SkEHDkJczfswzDFo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chanté Moore</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61ace2bcfb325e9618cb48e83256995473f71e9a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218787</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9277">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'indie folk', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whiskeytown</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4464162f1d8ea65e602e876917de670db8ba6d5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tyLMmQvEuyQR4qjGBdbem</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49847</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10221">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6341</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Verlaine</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-punk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-punk', 'protopunk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rxXqaQUe5udkRsGRDDDIY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b885515a1c856f3be5332c11b62fae58e20b757c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11504">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aBu3lVzCTA5lR2G2UCGvE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c86446600b9d06d45c717354cc4ebdf3f9e5b010</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C.Side</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2534">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock', 'progressive metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XQIFN6X5mD98c6gOSLtfJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82604</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Winery Dogs</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc972265c90b79090eba4e00636dad6a58d3008c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10837">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1268</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Xt850v4kckiPFT1mL1zmo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MRC SRC</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9897a909766a459c006d9f0810996fc85541d71a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11104">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6I46wNMNLclog2FTsGzVhJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Mayweather</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/737">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian talent show']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188805</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PjekOABtfU2Kwo0AHVmci</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/045db5c3b07ee1c468acadf55d72bcda7db85e6b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guy Sebastian</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4926">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75fOSyEWugUNS2xHdv66Zk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allen Gordon, Jr.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5129">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Newcity Rockers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06kEiavGofOiiVEr1yK7Ok</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d414ce9dd2e8c26b3241ecff52bff964fdb6672</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5342">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Clifford</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4064</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yAHoX5jWFLYIKEwyb6ulM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ab7f583c88e7d4ec5e839400e48ea6d1edd1449</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2294">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb3b4352c93904480666f5a4dfa8e7c4a53ab366</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stylistics</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2O0Hw1WSMbskB5tD9aWah3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356730</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6137">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8a51ede9862eec7d0dc4ee663b85b2483ad2916</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ls9QwSDJmmP65RnnEJBT8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Jones</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9707">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Front 242</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66989</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tyMOS8xKREgpEwHnLc6EX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark wave', 'ebm', 'electro-industrial', 'industrial', 'industrial metal', 'industrial rock', 'new beat']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark wave</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44409884dd5ebbf9045101cc421782a7bf7123ed</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5939">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41Pa9pZzonAEAjBtsP8LRW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debbe Neville</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e910b6b87f7a28e708e35eac995f3f4a80cdd57e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1801">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b194dca8c9aea4a8da8809705ebd7d8dcdb8bb0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1W9qOBYRTfP7HcizWN43G1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">300079</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slick Rick</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2931">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.G. Sheppard</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15a2b2f49a0ceafc1dd2a8c79d059bc2160b9aef</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23C7hNBr8GRdsk3VoTSZXh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57188</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3362">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3596d5bdf2814f1cdbda5ccf6ba858edcf22cd48</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ace Spectrum</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wLCYIHgd7kXSFEf1oOh8R</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9801">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toy Matinee</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WKxsXXTXwm9FKDL3oF4JM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/822333af515caace1253de52cba2502b98e1763c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-progressive']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-progressive</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1561</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4752">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz cubano</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz cubano', 'latin jazz', 'mambo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad1f83b02c6659589b2d48744ead75bfd44489b4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24501</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paquito D'Rivera</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30Mx3ZadPgGZTcs38FvYP8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/254">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1U1el3k54VvEUzo3ybLPlM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">colombian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d6aa96812ed8cbbf0f4a7eec88619eeade595e6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kali Uchis</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">695340</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['colombian pop', 'pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9958">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d38b16ffce57cf56dd48c184dc798f3554cd32a2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audio Two</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'old school hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10toSzLMkc2zIYiiAemHt1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17665</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9506">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b5bd883c01d536fae53eed085a3f87a54047f9c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1191</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ajay Ideaz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22GqSB0X7gS2be4poGRwr0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/681">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hyphy', 'pop rap', 'trap music', 'west coast trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iamsu!</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192266</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZavqCJe7uqkRpISes0NFi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47e759d1cb286c3d9149435a6669b6f1e267d70b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11502">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allen Gordon</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1f7DyDtA0IwtD0f9NLf4P6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1484">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DToQR3aKrHQSSRzSz8Nzt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'new rave', 'rock', 'swedish hard rock', 'swedish indie rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452891</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hives</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43e9ae35ff7775ee3c45fadaef96d9e14f63eb54</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3181">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a36e06de8d3b2378a1e614fa610a6795008bf5a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MCjwjfIor5FkK3h639qkW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77635</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rufus</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9485">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2929</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Studio Musicians</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mmySIC8yK07j45SHfySfM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee873330d07c48f38c82f8d1327699f4a19331db</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11111">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim &amp; Jean</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0f4f12ab91b5ee97f695903e38ba727fb57b473</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iKIqDxDCGGOourWh39AaC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2506">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JjTnHt1P7gQXlcFDoI4IC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96ab8909c0fee9b27c3735f3b61894257a455f88</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1442</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jellybean</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8366">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british dance band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZvPawZKckuHlqY8n7CUnl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Hall</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/069248b3afc3de333a8079838de8aa03b9df86f7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1406</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british dance band']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2548">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b526302e4ef6dcb7841c22c9a1d87c7b06b1c0c8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36062</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mel &amp; Kim</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4k7b3DWqBnYpobDWbNWLdM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4867">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AIqEHSDwom8YR90Mt8CQD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wales</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5549">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TBVFlrEz4Bhg182fcaACv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1027</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0946497dbba9d57936cdced94bd860ffa734e42c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.J. Rogers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2007">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5f2b2598e0d282a01abfce301e42c18dc39975c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ijixrIqFhfUjpfNLzniAT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buck Shot</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10158">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Cast Of Cats</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10824</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GodOwdueIpde87YPBkis3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9547b7e8a35108c8499389686803d7c299d18e0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9540">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129553</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CTNhXJKT6SdsQspUDIGiY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kitaro</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'new age']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8aab8b7c59978e9441b62f26a1e83b8b21fd6b05</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7698">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CmWVjnzTRTqZqdVIlZSSY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4c635fdf5bf6cc9ffda7aeec518ea832b5806bc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Tailor</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76893</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/114">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3187726</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bbc6877502c2a0db474b3b2bd48a073f5048bc2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VRj0yCOv2FXJNP47XQnx5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quavo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9123">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62311aa2e8084a4d2fa3e42df3ff69cce631ede7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5063</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Iz67ZmbPzHUhzbYL5ogxI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Hiatt &amp; The Goners</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3609">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The First National Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08xBftDfAD7CMC51uxUuZF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63f94cb8ed154e0c0ac10a4a9b5b21842a17a94d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8770">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michelle Amato</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0c39a7863bc69583ec022e92ec484077075221f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68wRnXJVs3wbBZe3ZFLuXC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1054">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ff4f3a990b845189e9509cfd0b39779dac132c3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07VmOvmuBp9G0gb8BTrpn0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199503</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Jones</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/943">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Chxmm4XMM87mJOHvyiUzL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e163ee09911701ed142cea17399ae08fd179442b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Rudolf</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91730</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4730">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QsC7Qveq7jluXxBPxzYQ9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Sturken</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5410">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iSzRbQaMgaymLexwzWOVX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lazy Racer</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a2a7d9e2154ab17710a992a5315bf16d2db005f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8365">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19UEnROx9EuVXBuTxQ5n6r</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">International Novelty Quartet</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1435">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dina Rae</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">946</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c29a8d9a21b92bdc7f304572b7f5fa9f5d1522c5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jNmxPYz8QE5rYp4GDil8t</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8105">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e9af9134d74be4376c679c7acf25215b64aa3fb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CTho2tukXtFo2lP1Tm6II</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3570</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Landau Eugene Murphy, Jr.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9728">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85b62aa0655f02c8c5a78865d010c331075d9343</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1126</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TXK10MEUmsJGH4lMosMiT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3421">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319780</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic rock', 'classic soul', 'disco', 'folk rock', 'funk', 'mellow gold', 'memphis soul', 'motown', 'rock', 'rock-and-roll', 'rockabilly', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0N5PyKJzS3M1XNlaCL7bbE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6938996289924918a6f9bb96af0bde4af969cb1c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wilson Pickett</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/150">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2622386</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop', 'rap', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Playboi Carti</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3c4c2a06332c88e967387b38177d17d20e2331b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">699OTQXzgjhIYAHMy9RyPD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10362">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Ayers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/246e7f3731371bb61dd6ed974bb85987d55dd3d1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100766</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6R9Mv0bgGE4Tqxna1q5Mrj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'disco', 'funk', 'indie jazz', 'jazz funk', 'jazz vibraphone', 'quiet storm', 'soul', 'soul jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/757">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hk7Yq1DU9QcCCrz9uc0Ti</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bergen indie', 'electropop', 'folk-pop', 'indietronica', 'nz pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a044806dac30b3291e43c7d6c772bc8eed2fb8d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317904</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kimbra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bergen indie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3675">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IU5UBup85LmAXh5U36DeC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85669</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb02bc12630e5fcc069a24ee6b60103020280e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Grass Roots</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'motown', 'rock', 'singer-songwriter', 'soft rock', 'sunshine pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6953">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TWENTY88</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6g8AmloI8egfrr3dm3SnUL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229440</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9558262b975c7ae03f734625f29b18f43e0b697b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/815">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZKqrja0WvbSssYNFO3lzs</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Boyz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0cdce4c0af094fdd687295efef1fd4ea1935fd3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266790</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6386">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62DmErcU7dqZbJaDqwsqzR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Popcaan</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd156821d9d1f433e37712f3a9b1b2b9b7c1b278</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'reggae fusion']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327057</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6567">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['regional mexican', 'regional mexican pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DlVR9AUTrBgXWN4wiy5aL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531949</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d5ae230d679fef12b75f6a97ef668a6e889bbb9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luis Coronel</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">regional mexican</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1794">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XI6qfoZSiEYtmItjfEX1Q</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.C.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34840</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'turntablism']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f23f442eba4f759100d0225ad66a8bd4986893a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10357">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/825d712268436165dc527c3baaca42f12f95b5dc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48NRGRV9MmSBScnKTLztSt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8416</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Manzanera</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'glam rock', 'progressive rock', 'symphonic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9614">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Funkdoobiest</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47172</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pbj7bsLCiQ5f8P9mFnuPN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64b147d32959568e21d99d999f87b033ffce73d5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'turntablism']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3608">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Wurzels</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3264007d0a90c68dcf434346faa01c0474e0ebe7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12156</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MOw1ev3YQ8liIGmHT3eH6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6483">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Koffee</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gWjcmBsveEYMxOZ0VRi32</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'modern reggae']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93557</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2abf56bbd15e75328817747963bdf1aa28e48081</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5610">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Independents</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6thqlvViYWovJxyBbNkpcO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e15cfeca7bc1103d6a72e28d23de391897266c0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7091">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'operatic pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cba1d3f71b995a7a09cdc3147d1b6081160bfba</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NWtt9pNOL2Gx7kBykdE5x</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">262752</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Celtic Woman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1823">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SWV</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NmK5FyrQ18HOPXq1UBzqa</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">867368</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'girl group', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cbb7e9b1dcf438402537848bfabdd06b8bbb7e49</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6636">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/939dbea7fd4e72783bbc22c736102f0c5bcddfff</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EJ5MRZCzpHSSNNEpTx9Kb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Abbott Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149862</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'modern country rock', 'outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3718">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Artichoke Pits</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15ohuo9SxppdzdmpLX1dJy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4560">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66605</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CSbKdrAQne1Jaen7pMkPF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78c07e91254450d6d65c26bef7b7174b3704fd6d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pilar Montenegro</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8472">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c06dfa7d56d00d3aa7d1a877dd44e888eaf4985</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2102138</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Bisbal</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gOJTI4TusSENizxhcG7jB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'spanish pop', 'spanish pop rock', 'tropical']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3982">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M849NJPLo3cbGxTXpzoAX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Four Sharps</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5104">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buster Poindexter And His Banshees Of Blue</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">922</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d075aee1485a8e61978232a3df5f48ec7b3d9580</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77GFTVwA0F6Ag1xtlYr0UA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10435">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22060</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97ffdc060bc689f4813e95ecc31ed6ca33848e51</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ohpu0UE5PFDgfhUxEi0Fy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'power pop', 'protopunk', 'pub rock', 'punk', 'punk blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dictators</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8772">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aliados De La Sierra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47331</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26cf46646607b4456223798585617eb9d74f109d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rJ1WVZ5oP99Mm9Fs6HOj4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8617">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbcf91956fe8119d9c44cef9e6442b5a337bec5c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IVzXMMN7fFi7PXxPhXcAB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">desi hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8529</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manj Musik</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['desi hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1846">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enigma</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">388619</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'new age']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92faa9baf0ceb3d29014a63f67efaa3b0c8e9dfa</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DmG65yHQsMms7WAvrZOdt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10997">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ubJycxLEy7j9MMwwEOHfp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dafbf722bc3ffdd80f5dae7a2578875baa066dd5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2018 Dynamo Hitz</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10263">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sally Harmon</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WTo4obvbBWeVSYibXW3Jm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">691</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34df38bb212e41c07cb181ec388fc5e6d5f8ff26</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7106">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46cf025e2388bcbaaf3e18f6548850c6e50de312</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207738</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uNEy4544VZq2KOl7BsLuo</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo r&amp;b', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lalah Hathaway</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9813">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Neville Brothers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31479</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3d1olqhURDe8e5HOta1Qxg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['louisiana blues', 'new orleans blues', 'new orleans funk', 'roots rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c29f9fb08a078ef6fcbcbb4d0993355ae2277fe9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">louisiana blues</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2950">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cHFz6lrt7KAsBV8j2Ny1g</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blues Brothers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a2d7607cc1e3c6640a12b9007ec91d7301a8c53</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">226718</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7200">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1952</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Bridwell</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Vfn70eqp3AgtiZZtQcv4W</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cdd4532142b984ca1723d03b914139b409f5af1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3633">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Band Of Heathens</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'modern southern rock', 'new americana', 'outlaw country', 'red dirt', 'roots americana', 'roots rock', 'texas country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5K4gVy6DhNd39mSjuK95Y7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45989</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58caee4d10b589c63a09802e59e540b112ffa419</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3470">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Nelson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169537</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'lounge', 'merseybeat', 'nashville sound', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73sSFVlM6pkweLXE8qw1OS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99ee90438c46d52c9007866740f5504834d20f99</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/241">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JL8zeS1NmiOftqZTRgdTz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7812277</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30bf754c8a18d05291b3498affd8ad3d3adc74ff</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meghan Trainor</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/560">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e15d9e5fcce7712caa3ca96f4b473595184b846</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gsggkzM5R49q6jpPvazou</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessie J</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6421436</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'pop rap', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/262">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EXdLajEO02ziZ90P90bSW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1863490</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/192f69059be132f9cac303c7f7c4b808e9c64c7b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo rap', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Xan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4517">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Parrothead All-Stars</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LSpP5fKqBqxYU2fweqECU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27ce2a2bf6ec77b83298ab42a7a08e2e01075ddd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3956">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SqlIJc3IuOPjoqyOaFa0H</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acbec62a12319b9c4b72133b81869f3a994ccdb5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Innocence</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8031">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ed502628c0e0dc46ed927075a4568b1cec81c32</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Cc79YAHP7xvQAVQSjveP6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alejandro Escovedo</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'deep new americana', 'folk', 'heartland rock', 'new americana', 'outlaw country', 'pub rock', 'roots rock', 'singer-songwriter', 'texas country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21214</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5972">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KDZj6hNRCnAhsebEgd0MB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">578</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Knight</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94a993a3aeb0e4cfefe84e079d141e7d304bc5a5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5997">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zGE4EXHXiXQtu88tpPZlB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Crooners</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb6707023a571a48c98543a7813ae01576bffe8b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3272">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">602756</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68cfb061951dbd44c95422a54cb70baec0722ca3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hW4L92KnC6dX9t7tYM4Ve</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joni Mitchell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian folk', 'canadian singer-songwriter', 'folk', 'folk rock', 'folk-pop', 'lilith', 'mellow gold', 'rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5872">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Piero Umiliani</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae6a50a9dd32105aa92685fe365813e62da397a0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sD7Cf3SaTVcrg81GQi1Xk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'exotica', 'lounge', 'vintage italian soundtrack']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14289</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2698">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1i95hsWpeVxPaN4HYtVpCC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">716</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ollie &amp; Jerry</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5868">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mYUqVLGAtqUSaOPSeax7B</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Simple Song Orchestra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3806">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fever Tree</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3669</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kC1wUAU4QHotWGD2MwAHc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d09e5e44293842b1f1165c338e76f44269fed33</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'psychedelic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7947">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qJMkUIxNLC90m6BdgLEFt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48235</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earnest Pugh</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3dd76a3fb8a40943f34140a67a4fbcdcaa2490e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11256">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonell</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31BLZAIf5FNCUAl2IJ6PKh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8357522c4a443d91e2ace639d37ab1816e046350</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">802</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8816">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27887</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dallas indie', 'indie pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22a3ea2a6dcff2c8c6194241181e930c1c2979b7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dallas indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Polyphonic Spree</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0inqWv3OS4VpWt691ki8yk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10038">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Retro</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/261e389322d01f1d1c7fe0a65bc54506cfee7336</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CnzxUCj6XCKO6rRGDWLWM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/814">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whitney Houston</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XpaIBNiVzIetEPCWDvAFP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4440635</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cd1d09d5a351ca65c2f45246703614748ea9fed</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1236">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62gL3RAdJAPUmjrYudnVjy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holly Brook</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10666</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/432499c631b1bd969dc221feae6293ee3923ac6c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3447">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Goldwasser</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hMMtIOxxEPNUUWVRbGEGG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4034">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d82531dfa80f9aef8af4415f178a0d08adb099fa</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The T-Bones</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wyE7hg8TRoAcqOiwPUvK1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2880">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Miracles</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b978fdfb21744014b4288eeb7f5b609d6272bf31</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153297</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TqQLejnHXMGr7KcegxUND</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'disco', 'motown', 'quiet storm', 'rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5786">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Oty2fHJ2Rxddh9trZEOJh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1792</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/175190fbfe45b21fb234b6b8b6b17061b58267bc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C.C.S.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2643">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91f4cd450d258d2965c7c807d32183bf26c4860a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk', 'disco', 'electro', 'funk', 'jazz funk', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4q3lWHEW55hoLJNzZskFVo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109462</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loose Ends</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10442">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06dcd5c463ef810d358e84700d9240547241a921</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NklTIyppcOBgs8rFKjRmf</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'p funk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fred Wesley &amp; The Horny Horns Featuring Maceo Parker</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8101</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2464">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Ocean</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'disco', 'europop', 'mellow gold', 'motown', 'new romantic', 'new wave pop', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IDs1CK15HegSAhGEbSYXo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">390658</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52a8c4693a2ac9af54dec776c225fe57ceb4160f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4946">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5itJHkE0MNCpDbj3SSwIL8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toners</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">606</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29eefc951a31cb1e514b9cfcedb8070e57e187e2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/785">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68b960e7a9e0fa3395ee7ed9256f829dc893c333</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PaRhxWFaqCUZybJDDoNrf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jana Kramer</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296660</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1542">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbcc2071fc52ddf0863bb37907eabd4c69a4c5f7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tank</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'r&amp;b', 'rap', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mwXUEKaW4ftbncf9Hi58l</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439956</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/693">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6511b1fe261da3b6c6b69ae2aa771cfd307a18ae</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nile Rodgers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53204</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yDIp0kaq9EFKe07X1X2rz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1286">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michelle Branch</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335421</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'folk-pop', 'lilith', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3373d258841bfe0a0a02bff814033887c8c8e63b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rScKX1Sh1U67meeUyTGwk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7827">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EHvXKnNz78jkAVgTQLQ5O</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dark Tranquillity</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176588</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">death metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['death metal', 'gothenburg metal', 'gothic metal', 'groove metal', 'melodic death metal', 'metal', 'power metal', 'progressive metal', 'swedish death metal', 'swedish metal', 'viking metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c25994b0beba4f38e1ae37c975b2a39f273cda4a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5412">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">434</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AfDBW6x1y3cJ7U8wSasVM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Voudouris</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3468a0836aaf7e224536a4f5ba1dd2ed7394e256</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/993">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parachute</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">444778</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd1ff7996cc8ee075b293c594d522ceea79267fb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PCUhxD40qlMqsKHjTZD2e</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'charlottesville indie', 'indiecoustica', 'neo mellow', 'neon pop punk', 'pop', 'pop rock', 'post-teen pop', 'viral pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5617">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b949006a29b8f97d67b9fee637096eed2af49b3d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hbzXJ5K6AqdPnbUcCL1hL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2508</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Souther-Hillman-Furay Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5424">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Euclid Beach Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5378127fd511dee7bbbfbc1d4b1a97b53937ad1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QFXffZJqcIxpqSxF78hiQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4986">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">De Serious Cutshock</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/116d23c4c4944e16b9064266aefd89205648fb8c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xgrYg7FIHOg4mnh6D0bwO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4944">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14a4403ebd5d7eb23874ffce534571ff833e0d88</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FmH6MmsNdjm11V4qa9nMW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle', 'freestyle']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4692</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nyasia</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7781">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3192cec3d51144c7a061848927f89983835c5480</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german soundtrack</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hCkSJcXREhrodeIHQdav8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345287</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ramin Djawadi</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/155">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Durk</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1145568</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c69fef1d9303d2e36668ee9519fb11df412ff88f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago drill</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hcs9uc56yIGFCSy9leWe7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago drill', 'chicago rap', 'drill', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6801">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">778922</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbd3f55b5cd8a49c5623a9665fc30572b931fc4d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston punk', 'boston rock', 'celtic punk', 'celtic rock', 'punk', 'skate punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dropkick Murphys</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7w9jdhcgHNdiPeNPUoFSlx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2027">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mLXvSt7Xxy2r9uBba1O6Z</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25528</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dawn Penn</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock steady']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock steady</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5273bf8ef22f21cfbfb80f2f46d1a3fb9df28c47</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3616">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5266507de301aa8ede43255d5c33ef456eec25f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100 Proof Aged In Soul</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10i8e4CH1K0Nf4XECvAcTd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9603">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/046e8244c188b206ada890ed61049ffa91d59659</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angus MacRae</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5475</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['compositional ambient', 'focus', 'neo-classical']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">461sVAxk7a1yog2yExyBRX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">compositional ambient</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9062">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8bff2568480977edada697509e493e9eaeaf78f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UBt0GWBuPVXlPisRvWzlD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93998</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dead Prez</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11224">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cD31Wcyil9SV4iqxKqdxW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c69ed354b296d084b222051e6ad8f0140464b6d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LeRoy Barbour</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10423">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HMJL4XkCgfEraxEuLYhRz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Electric Dreams</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sleep</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1034</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22bf60014293800657a49b2b9807aab9e7f37097</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sleep']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6711">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201141</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Walker-Smith</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4leTWyczsXYGlzUh8sFGSz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c1d515ca7856902a8eb8a68afe284fb8a66572d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1747">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mono</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c03d59c1b2f9f368c571ac9e22c5d895ae92c805</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6m6WgqYFdq7MhV7vAfDbQK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1900</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10126">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332875</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steel Pulse</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'roots reggae', 'uk reggae']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UL7BodGc5iVmQGlMwHR0g</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4f60dc62ba89084f99066f454b8baae94deab05</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11164">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Serpenteens</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6F5IYpgIGolpSpT6jeruCm</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2253">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10flBVEy5MiUXOJWTaFsyL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'pop rock', 'power pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b9b2a67b25a1ab477c16efaad06d209cf75185e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jellyfish</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18196</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1948">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ya Kid K</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4d3b863e05275dcfff74e4aa41ae57abd8dc4f6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">461</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yav7YvxQmmD408mOoncXh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4679">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockell</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12980</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WUYWmJKUgwQWaPjHq5OcP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e759fea6ccd3a40277ac9082464b0b2e93cd0512</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11450">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Navy Gravy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QEZ8qPZSxIvzrkJCxlsn7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5f4c6ce26c16d4e1941fb2371f8f10c62feee00</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8713">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55db4d48a23a3bc07f9ea371d7e673b678e09bf0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42067</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iNwwXMd2PEg9oEr167J2c</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blood Raw</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7617">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xvC1JOx3XYXNk2WqfFLxC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a621119e3c5b958270312870c1ccb85d5e1c010d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">noise rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['noise rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13715</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perfect Pussy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/276">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c85beed248b7dfe4d5301107b4c04f27666f3cf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4olE3I5QU0dvSR7LIpqTXc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13671</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">watt</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8986">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sinai Beach</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ysmd3PeBzNY30Vc5pBKfv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/540e4760682d5f8da69ff245df6e482f1b6e4d03</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3297</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2522">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433639</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carly Simon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FtSnMlCVxCswABUmdhwpm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2408d4187db84c9f53fd5789be1f674dd3b5cfbf</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/172">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oKdM70mJD8VvDOTKeS8t1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33948</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emily Warren</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie electro-pop', 'nyc pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af35d22ff5f14c3ba4bf716783f332b48389f0db</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie electro-pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7124">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38zTZcuN7nFvVJ6auhc6V3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef8563081fa5394c1ec53f8e2a87a67fdec7a70d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245642</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deerhunter</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'art pop', 'atlanta indie', 'chamber pop', 'chillwave', 'dance-punk', 'dream pop', 'experimental rock', 'folk-pop', 'freak folk', 'garage psych', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'neo-psychedelic', 'new rave', 'new wave', 'noise pop', 'noise rock', 'nu gaze', 'preverb', 'shoegaze', 'slow core']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3126">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233366</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'country rock', 'disco', 'mellow gold', 'quiet storm', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20740732531e5d58226bc63ed5fa095a86c9b6f8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YPqbAiLzBg5DIfsgQZ8QK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Gibb</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3422">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdf59bd14f8aaf68a768b1bfcf526c806e827eaa</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merle Haggard &amp; The Strangers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">traditional country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14705</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mSAqBoXQgdlpwzWsIgBzL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10080">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4b5026326872a0c53feecce8f46a16de9232416</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prefab Sprout</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4w3QqrcmBv8dasemwBXmxf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91848</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'chamber pop', 'classic uk pop', 'dance rock', 'melancholia', 'new romantic', 'new wave', 'new wave pop', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7292">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XCZ1uSV9jKMOlqck0ubQW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e06f25db84a33ad04e5304f275bbe6012e13efa1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1396</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seth Avett</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7949">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Temerarios</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'regional mexican']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1030135</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/266b5317ee648c7fb240e3a6d7122979e4c9811f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YbOSxo85kla7RID8ugnW3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5380">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dollar</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AvR99Z6y7N5BWF7VdY3bo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4765</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8e9feb8f047f25bfe76dc5a0ef66e08e732bc6a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'dance rock', 'new romantic', 'new wave pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3985">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Vale</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MaJrqhwysKwbvDePyAS6l</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge', 'operatic pop', 'vocal jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8444076dcf6ec115fbf9bb2a45a7a50e6918d30</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31015</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8959">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dbb8b67704357153623b8f852a81099b8261826</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TnuC2JOTxhH8c467ylBks</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49439</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama rap', 'deep southern trap', 'dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7020">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168280</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'scottish indie', 'scottish rock', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frightened Rabbit</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fVcDUckTwxqg56qNsEvUr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afd7243238cf01ead6832811d65504409f9cd874</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6293">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian hip hop', 'christian music', 'worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VX8hxrcfJWwaTLiqGUHG3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1094fba3f9f8f72bb980f2f8921556ecda1b3681</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">715168</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TobyMac</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/612">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new americana']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54dd1789626208d0921f116cb15584e1f34a5ab7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">265109</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The White Buffalo</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new americana</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ohcHMuUq1717s8AH17hfT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8739">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'gangster rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bizzy Bone</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de86c2f099daed736b6b92add2f04720a42bd84b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134434</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23xTTTcfVHvWRIPiDAOAE4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2901">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UKfenbZb15sqhfPC6zbt3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DEVO</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238888</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39a7e5e551639397c9ee7801e0e1755cf2affd1c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'dance rock', 'experimental rock', 'new romantic', 'new wave', 'post-punk', 'punk', 'rock', 'synthpop', 'zolo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4166">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob &amp; Earl</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3035</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gOghlWpnfwGGip7S1cMuq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a9fd1759c44f62e0c4299e0a3a47fdf4a3f045f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7498">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c479f1cdbcfcfc25fade0bdf4f59db222720ea83</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25528</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59cc2f0IvGu6YVEtY4cS0p</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron West and The Roaring Twenties</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'philly indie']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5448">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bc5b50446b7d2c47a9082065c1daf9979d542c0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7073</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clout</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Y9R6sacgLlWFGYFGK9M0P</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10659">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/456ca5cb1d48fd128c84930e73e40df31f608d54</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24DQLSng7bKZD4GXLIaQbv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Percy Faith &amp; His Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24022</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2670">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'bubblegum pop', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">415932</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6clbbhnIqpHnqxwtOWcilg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42db36d0ffb2b528410e6ea5c232f5454fc46d32</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little River Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9734">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AX02tEFl85gnqkvzqeltP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20145</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7e9919e2863b73fd6eb37724efac900137c8d06</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ned's Atomic Dustbin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'britpop', 'dream pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9032">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Finn Brothers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e740fdd331bf8b580883680d0ad1e2324371d82c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14212</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YPKeCRiFlvUvJvRCzcPBo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/136">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40557</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop edm', 'uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f8dccb4a5ff163fc555c25fae9f7e98d8711952</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lDBihdpMlOalxy1jkUbPl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grey</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11197">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/478f02219f8466cb3dd61e47767cde507b2fcebb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Fg2X06pWfTgA3xeWDAKaU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Peels</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7080">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/869b95772d6fd8c2ced82fb6177ea56fced25425</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Are KING</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo r&amp;b']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FPWyyf6MD4QZTj3aypD3O</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo r&amp;b</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22728</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8395">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic metal', 'gothic symphonic metal', 'pixie', 'symphonic metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Are The Fallen</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95b8bdaf9af42a38a26d86e3fe73bf5f79c77b9d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63318</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V0jSDdGGQ2VhYuSOjBUjI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2170">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rtz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cb37b927308364b4608c3eb0e76ea21d9087743</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mghkDV9wSayZ9f1kf6qpj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1224</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4928">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f89d6c6d65bc209682b53bd3e71ffc4ca0a86aaf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40bZG5ihgjqtufTvy8dz2u</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Serch</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13327</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6394">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Years &amp; Years</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vBSrE1xujD2FXYRarbAXc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a445dec27434045ae435c15dba76457f6f4f24c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1108655</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'gauze pop', 'pop', 'tropical house', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10913">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PTEv5PB7Y60Xs26d5OE9f</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frederick Dvonch</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfd8fd6bf7a67690f297b1fd06057e6282673984</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3219">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee118bf47e4555ec7fd1dcef4a125574169175f9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Pc9ofSNnklujhmIPfAOlz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Home Team</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9956">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ApBh0VSoxRjjT3kFQZrpz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42256</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6135a47c6d3ca2b3f3bc0efd3afe761b8de3ddd1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flotsam &amp; Jetsam</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'groove metal', 'metal', 'old school thrash', 'power thrash', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8479">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'neon pop punk', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eW6yRE8ePadhUe1Numam9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14960</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ee9d1d37f11318e23e87c8e4ceb6d4b16ff1da1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sherwood</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10479">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indian jazz', 'jazz fusion']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CHhVBXSF764Uot9sN2i8L</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13247</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd7bd56bd5b07428ab54c121304f9c035b0d00c2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shakti</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indian jazz</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1448">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a910983cbf4ed4962439960fd20cffb4a4517294</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trina</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'miami hip hop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'rap latina', 'southern hip hop', 'trap music', 'trap queen']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">449575</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PrinKSrmILmo0kERG0Ogn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/906">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64g59lHsc4g2jMFokrKDGW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">My Darkest Days</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84b9621889b877fe1fde07b7ba00e3e310dfc3ee</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305249</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/971">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25e630bed4195828dbde8130c47d750208a3c58f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cobra Starship</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aYJ5LAta2ScCdfLhKgZOY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'emo', 'neon pop punk', 'pop', 'pop punk', 'pop rap', 'post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">355039</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4507">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c88ecd17387b1733226d728ef621bb91bf85f062</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monchy &amp; Alexandra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rs3EOlJ8jyPpdGiQ9Mhub</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359363</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'tropical']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6572">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb2606f898ae97f16a4859343fe6dad97e9c6722</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">297775</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Front Bottoms</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'modern rock', 'new jersey indie', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ictveRyhWRs8Gt8Dvt1hS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10245">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75834cea956112782d8b6eeda25af254c6cd226d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cold Chisel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366286</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VcbchGlIfo3Gylxc3F076</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5062">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank Shocklee</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yn1iFMHMsUWzNt0Pdweih</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">360</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8125">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electro latino', 'latin', 'latin hip hop', 'latin pop', 'pop', 'pop reggaeton', 'reggaeton', 'tropical']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1568110</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58f4cb709e715a2c3d2e37401a09145a109aa20c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NS0854TqZQVoRmJKSWtFZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chino &amp; Nacho</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/702">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1buzCmyYZE4kcdLRudsb8V</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa80693e1bfb69cbadcb1878d1a156d54e4f032a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113120</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville indie</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mikky Ekko</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6845">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'jam band', 'pop rock', 'roots rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78057c8a3385c067a5b756e803248e17c9fc03d8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wbIWUzTPuTxTyG6ouQKqz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phish</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285822</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1188">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FD9VAd0ppjmKbfxF4LzUh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danity Kane</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'girl group', 'hip pop', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">324978</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68125870fdff456e17ad48b25d0ba948d1379515</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8957">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic italian pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KftmGt9sk1yLjsAoloC3M</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic italian pop', 'italian pop', 'italian pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320127</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zucchero</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f263ffde44a974b122a3b72795abc04d6aef5830</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/763">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480967</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da2af01e4dac3d00528e72a078d691a0d5eec32c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zhIzONVRlTfD1VQRauHMl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Cagle</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6565">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77IKXFvO7SpWrq8hflrUXc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian hip hop', 'christian trap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KB</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208555</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c619fe27003de2745a999f33fc0cd8af662542ca</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9236">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aUUXjKhPyrlu22ONkmjSK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">On The Starting Line</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b742ffd87d71950750add689c59d4cdd09eec3b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7229">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jedi Mind Tricks</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hardcore hip hop', 'hip hop', 'philly rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94da53380108ce6ff6c77daa46ea733a9d17e99b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PI3pXpUMScjweiw3IbADc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231866</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/22">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4c0918f13b67aa8d9f4ea1d64bdba44c51fb1d2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1089012</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7v4imS0moSyGdXyLgVTIV7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nat King Cole</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8694">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a4c52d1ff4e27bde80ed223cfaa9285fb57f473</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179528</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7siPLyFwRFYQkKgWKJ5Sod</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dandy Warhols</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9408">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EC1rdHOUgMrWXfzHIWSYl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac04be6005b1b08f0d9c4a92cc2b2de7914b7530</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Askew</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3014">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IEICAjQ2utMbLHi7zoc5f</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Stewart</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12869cc758eaff80c3f2635855e5eea9aad6f231</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3303</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6157">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef18c7e9b4a3d1ef3a6114060b079209b536dcf1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Connie Stevens</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dg9jB2sji4asJtjihC9AE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4695</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7926">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feefff3ada728646c3bffbe2b7fc992cd1e24153</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UfhOindIoaw91vWqmhbUP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monsterovich</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2801">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jaS8HCylkZ3YKhn5t20DU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf662e8adb050a14a1fff196c73a15dc0db7de09</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5445</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter Egan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/798">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2610</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jLE4BoXHriQ96JagEtiDP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lauren Bennett</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8d8ca0385a08a702f425fd00baedb481385fd8b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/79">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RyvyyTE3xzB2ZywiAwp0i</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Future</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7985083</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5ac5dc59664cf7c64795271602316dde494a6d1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7780">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Preservation Hall Jazz Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brass band</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e16da98a104f7038df53e11663fcac5a4ccca74e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brass band', 'dixieland', 'new orleans jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2S0rCVs10P1Q0v51wmOrM5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42380</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9524">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lrSLcEw505QjDgOInZSnP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23e5db8bae6e47780c3dbcaeb1098c77cefe926f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toby Adkins</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7542">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2087501</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bc09895bc000861735829097846fe2775bfc192</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camila</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'tropical']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gRP1Ezbtj3qrERnd0XasU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7614">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz fusion', 'jazz trumpet']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1608699</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miles Davis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6b1cc182b3e397d2aee084959a7e62a0c27f6bd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kbYTNQb4Pb1rPbbaF0pT4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8414">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190550</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OMJR0LjjKv21qNvICTgbi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eea1ea8a759abb2045ee6b1628a1be88fefc7f76</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Devin The Dude</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2787">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Benitez</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04tkc4IcAn3q0zy1C6oWBI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8568">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4C0vbj4LNsNUjH0Q9IFW3B</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Decyfer Down</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f791a73efcecb5f678cdce3badbd749e4f75eee7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock', 'hard alternative', 'post-grunge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67530</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3393">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/894c4156ce1eadbbe6582ab7aa39fd55f6067e52</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'southern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27703</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Derringer</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FX4aA0cUcWndv39j1YoTm</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/408">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dcfbf8e78a3dc84e2535db44a0a062d6ccf5980</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">942072</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Dd3NScHWwnW6obMFbl1BH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daya</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie poptimism', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5635">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Creative Source</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c5380c7092a216b019fa1d0785c97b08d4b0f02</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1869</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wpM6z8MnyFw23Alz5p2jJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5360">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CPNVbAOtmZGh4N2PHZRQe</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c1c5f56cccad868a90ca3c75724d17d7908b64e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Kennedy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">241</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10729">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2122d624d6184e230e058b13cae1f0bba9d70f39</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martin Petzold</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OptuzU3Zw9M9O9DYnujUd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9964">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3640</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08b6RShfMPcbl6FQZx9ax2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shadowfax</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6f13861ce40002e34ea3add6d14c0184cb54e7f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10317">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'crust punk', 'hardcore punk', 'oi', 'street punk', 'thrash core']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mDljJeVHRSAhzaR7U5EwA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b3b5ce45ec57e2a8dbd091a94ce8986aa7167b2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chaos UK</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14388</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11179">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Kim</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0b5d5c977e71a9cf15a2014e8bbfbfb3d6f26c5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116417</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-indie</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ErHVJMsxTq2lLSmnONBm9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-indie', 'k-pop', 'korean pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4987">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bJ5SZdPOpF4knh9RoHHbe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandee</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98028f2ff82c54145899692655403b06017845ec</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1072">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123079</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rHiOzaAbw3cCp8D7yjyig</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'conscious hip hop', 'pop rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8f1a9d2d3a916dab43e7268a0592b206c4446a2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flobots</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7591">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77100</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patton Oswalt</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cd19652461bd12c571b6c692a5fcf9c054d6f23</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YvKo1VtZxCoT8IkbAYswy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10781">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6416</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1v98YOkqO8vCNF8t2xUWiw</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mother Earth</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cda9d5245fe260102746fa56b3aec3f4ced8db3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11162">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb1dfd0368c9be920a502b59f30fd748a9c51d29</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z53qNFpD23ucu5R20Q9Cq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Swingin' Medallions</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3169">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'theme']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f0ecc7b0bb55b90e5569e2ba91b3fae394c57a8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Conti</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25136</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">272ygo5fv9cYsiCLcV0HV2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2498">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DCIj8jNaNpBz8e5oKFPtp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">696614</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cars</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'dance rock', 'folk rock', 'hard rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'pop rock', 'power pop', 'rock', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccef506dcc1eafa2f44270918b3ba962e67ea3ad</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3254">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111134</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08bc23bb63e610d08b7ade97348930e0e2225ce3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187xgSpsFH8mMbAcoCW0zE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Paul</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9214">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0c5OPKgE82xiARazOIXkqy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">246</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Infamous Mobb</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e6d6c295f2a7f7bc071fcf7a64288dd0cb2406</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7643">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/090fccfd5e0b661557603c6f6c6508775ee3d5b5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">shibuya-kei</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2te8VJxgUxcElC8Uq6eJs6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cibo Matto</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['shibuya-kei']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39938</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3824">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46516c49081d931c1d400c2096d401d012db7e0c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pigmeat Markham</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7619</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GJzkNMzrQ8uGjU4gzCVzq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3784">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41ac35b474fbe982c360060628054a636397876e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yu275LOWOLmpD885w1MMy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Taylor &amp; The Vancouvers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2225">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1254207</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'uk reggae']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69MEO1AADKg1IZrq2XLzo5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">UB40</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df85d1204bd3a6da54095cbb1b8b88d519cc630a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8005">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80574edf515b90170e18fcfd8c62f7e779f12436</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VF0YkVLeVD4ytyiyVSIiF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">180876</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Projectors</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'brooklyn indie', 'chamber pop', 'chillwave', 'experimental pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'noise pop', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5415">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a226950d0b752daeffd28889ae3a30fe958db2a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1667U2YoucgG5Pdvm2M59c</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orleans</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'classic rock', 'country rock', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58602</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/769">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bu Harmonics</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZqvXNT2zEezA2VUT90CYy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9993">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brandos</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1396</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cHNdXdvXSSCGLlXdYeyQH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df58263898a6949c2d25af17742aca9fdc4661db</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9456">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Tae Woo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88fe296f755d5b0dcef11e08e4ac1fd012a6c2b9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37850</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">korean pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OFQZvle7HH55LvauNmUIi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['korean pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1283">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">INXS</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1102598</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock', 'dance rock', 'funk rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'pop rock', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eClJfHLoDI4rZe5HxzBFv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e47a3f60227284965ac072d0b168a62b61411e30</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2145">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238563</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'hip house', 'old school hip hop', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07b5316f828fe20d0efe0029797157f394ae7640</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Mix-A-Lot</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TQ9JTBI2n2hfo7aRONEYV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8167">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DfKHgbQn1b5W9KoHKCv37</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12279</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pro</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c1af615b73dc822b97c6d837e77695f713eef5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8439">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rogue Wave</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d537bf43e230ad3471fd3ccbd9f841ec7688228e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JSc53B5cQ31m0xTB7JFpG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78489</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'noise pop', 'oakland indie', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11438">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4otuqfcl1xmZnbdQEtPJfx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32aa5e21b3b2e4400afedc927abbcaecd96438f3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Out Trax</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9908">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guadalcanal Diary</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d53cb19033baad8bf7a2f0a9623ecea087d1cd8a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5255</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BZzsIaJrwVhoY4oNnAGjr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">athens indie</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['athens indie', 'jangle pop', 'power pop', 'roots rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4767">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfb7d6f62dde4aaced3368470e289bde052b71fc</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">workout product</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GNe7BTx35bFII2fZucjzo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Workout Soundtracks</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['workout product']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10045">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Isham</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qlzaXu4riV8YLrL97cwyI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17784</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb822e4009cc75ece07353320c649e885057cdb1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4883">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Oq59kwj30BH7o698cqJxr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">E. Collins</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3025">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KpCZazKx8c2qBDtNXvmvf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2269</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67c4d2d18b8d2def0712732c13f0cb4b04c3167b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richie Furay</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10662">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yEza7Mdevh4Vpd94RB5IZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Street Friedman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ea1c4f9ec3b94d5c56d62530d58ef633cfaa728</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1673">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91e596f44efa630bb9489dc57c2aa571e2a3b095</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Total</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1urjDGTd4iBze91Z1W1gu7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'hip pop', 'neo soul', 'new jack swing', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">244609</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5574">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0j4pxInmdtF4bYQj0VVpbz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/593cc0c86992c1e288bd95e33998a33c2e74e02d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arthur Alexander</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4998</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8942">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7700</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ydhCWsbFCpHyG2OhgO2og</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morningwood</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cacbe15a73eecb382fc841881a522d38295e3f1b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2860">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85110f05f452da15f733d5d9e582d58526fec690</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlene</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V3LuodmG70Gbx6FvEWPo8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">479</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1719">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lBEh1n5ihUevtlzbKEyx2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Imajin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3344</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2577bdf47f6084f63d7aac6b99ee4d9dc1c32803</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2681">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48kXmrNGCBMAz7N8x1J2na</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18900</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e869012cd59e92aa2708c4b5e80a879b2fd5172c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eurogliders</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5718">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Riders of the Purple Sage</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a12a6d0d66653d9630f6170670e17831f71315d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2D3v3HJ9k3UzehaewnT3QA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'cosmic american', 'country rock', 'folk rock', 'jam band', 'psychedelic rock', 'roots rock', 'singer-songwriter', 'southern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42423</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10707">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Steinberg</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0c31fd6a1686ebb5b899ab742d569a14dccd1b9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian comedy</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ixg1n6oiIPI0DkldJfWOk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian comedy']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9711">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gazebo</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20458</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5d8bc9e00e4f24b2776482d4df0980bdb2fe472</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Tzu45aHnn0Xz4msfhHRW1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7230">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">361992</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'neo soul', 'soul', 'vocal jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melody Gardot</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2P1puQXmG48EVLBrHbum1J</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df247992d786ce18d0b90be2f10e7699f0aaf374</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6078">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Vann</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39a8c7df161b8276491e99e3ad3081907cf68b13</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OOyv8pNWEhHNPqnIZsHHw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5087">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8f832948f6d1dd14177f12b802a32f84be87801</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3125</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2u8hDu5KBMpvneOV8Th3LE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Kemp</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9631">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be7cf240ec0daae650292dd408731848c01c8e9e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vic Frasier</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yDDgkE98qUsBfWkMSstfi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4020">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7929</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nlQA3jNE8cukTo6CdyCWP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norma Tanega</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a5de18e728d18f8c29567f820e3c06d61e35282</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1859">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87945</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ph64AJnzKQwXj4y7bWi2U</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'gangster rap', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delinquent Habits</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc3e1790231fa51e892a29cf456e0d22027c748f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5627">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7j0u9yPUVMa70NyhpdHfP4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/510df1d6b196b1ca97fbc713291d6483ea39bd13</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1795</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Razzy Bailey</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8880">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07cf202095ed50c07fbba18245b060bd6e381774</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frédéric Chopin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1662139</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y97mc3bZRFXzT2szRM4L4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'early romantic era', 'polish classical']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3315">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ba8e44645427160303840f8ff2141bd633ba828</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessi Colter</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43HpW8B5gYRnYbSzm37n5v</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15449</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5302">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tierra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5f38a98f2fb465610edcbe1d90c3910d149afac</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9982</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tfiUsmHWz3xi3BSBpyz6A</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2650">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5P6mPJKEwpIgjFIIFZhEma</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35614</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian indie', 'classic canadian rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Mitchell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/979fbf1581cad677206e4840f3d5448bcc64aed3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/263">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1458467</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Bada$$</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2P5sC9cVZDToPxyomzF1UH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d484d512989886187eaefb1dfc108aac26612280</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3509">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82526</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32HPpJAhgnGPT3V7UOggzi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8edcaa53811fb56726f6023a174f0381b55b2cdf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Revere &amp; The Raiders</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat', 'protopunk', 'psychedelic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2050">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doug Stone</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/685d96c24ce71c012c790422e0e55b907f167c14</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89194</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4epBFW4UHEmgjIK5xOrBhk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7421">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Sly</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DFoVPonoAAt4EZ1FEI8ue</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/229622f4a137027099fa0e7f3d52c31cc55da572</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie pop', 'indie poptimism', 'indietronica', 'la indie', 'modern alternative rock', 'modern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176534</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9225">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kasey Chambers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian americana</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b7bef0dbd28b98fc9912f79d4258255d83a4616</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian americana', 'australian pop', 'folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uATIQFyydDXPc2RlLzcUE</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75105</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1045">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bing Bong Brothers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bw5jZIKFlL9e2ehWuansI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7ad80749d14312a89446c1c5f06a039b40b7405</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">946</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7063">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07d5etnpjriczFBB8pxmRe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44b2af225e5a8f0c215965d542e8ab9d00311b5f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BJ The Chicago Kid</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242435</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'chicago rap', 'deep pop r&amp;b', 'hip hop', 'indie r&amp;b', 'neo soul', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1201">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LFWRTqrlRmWoPZ80K8gZY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandy "Ms. B" Hambrick</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/199">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13ubrt8QOOCPljQ2FL1Kca</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5792379</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cce607c4d975ae49d68b484eaef51a6413fa73b1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A$AP Rocky</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6024">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38c34f220b3662f2ed8beb4a4ea49ddab4c6fa5d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3424</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'psychedelic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DP9zIr6Htbun1GgKqrUks</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Music Machine</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6879">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6urkHDoIVO1WO8vNIwcJmM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">african rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1215726</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c5f09c433dc8e03efc81cd08415f32210d19186</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Die Antwoord</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['african rock', 'south african alternative', 'south african hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1877">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e84128866c6b9edeaf5feeb683f07acb1f714b8d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98451</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eIPFXnKPqSQVxgsU4hELI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Carter</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2673">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40a93104e660b0b6efb820b6ed42e3eae075a85f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sh4MHP7lhrSUakxwZzwqz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26092</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian folk', 'canadian singer-songwriter', 'classic canadian rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Cockburn</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9267">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessie Morales El Original De La Sierra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ef0772ae210c2cd36f11da889cdca17ec7cdcf6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268KnHQWmmgiX2O8bxoknW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep regional mexican</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep regional mexican']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18619</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9901">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZoVY6c0cokQrn448eRqSc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46905056024652c7195a9b8038f6851c53ec0f28</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19635</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hiroshima</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'smooth jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9556">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Akinyele</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6028</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3P8PFi9LRirEf3JiEDOHZM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f8a7664a829fd9aab72f5f551cc14b06d3989cc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6667">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1bbb81197869d553798dc9d9c1bc18335d5e458</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">334649</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'houston rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MrdwyCIKbpXmTKQBlG3uq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Z-Ro</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8574">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cfc45b326fc37dabc70a9e42f459be3a209ab6b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cOksS0L23DEPJd3JwMuVs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66211</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Utada</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2833">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'mellow gold', 'rock', 'soft rock', 'southern rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30a387423ed24633753a0c72bf5d57809c8cba9d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zXw2Eh96iTT51pytzHdZi</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483241</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38 Special</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1461">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kylie Minogue</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RVnAU35WRWra6OZ3CbbMA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9eca2ca7a8140577894b424f0412e6a7fa3758c2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian pop', 'dance pop', 'electropop', 'eurodance', 'europop', 'new wave pop', 'pop', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">850837</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2573">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/979f5852ea64c9112ed86935b0243be59db29a30</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65622</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77zrvBORXcnTyysjjKRfBU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'electronic', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Art Of Noise</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6032">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bPM7UBUWPtlRyIh5d0MlC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Felice Taylor</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5743">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0765ff99ceb78ad1e1e19e78161426f98226e4c0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LRsjW7ygBG4oiTRn08gEx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Nero</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5319</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11294">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2dc90a81f10fc8d91d46c3564db69c9edb5f17b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Smith</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1goup6fJwQWuGu0mQvwHtR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1525">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e00f3e61298262fddc5e65e3d2d9bade616acd5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10650</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country dawn', 'deep contemporary country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tammy Cochran</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EVaoxToIYScm77vpplHXf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8500">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sj6FGLblnVfktDZPaydWP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J Moss</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60021</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/facc9195e66e37f7f48a0d56cff1ab81905c0659</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1469">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D'N'D Productions</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cp62T0Av3mTgy0imKzat7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1853">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mindy McCready</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134637</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uB5sjjJwj4kB6TrRGLYJO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/483e29aeb59397a23263058279415e1ae9d65a80</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9815">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10286</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xoJoYxFg6q7IGEkAeK4gN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dread Zeppelin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c22bee9c3162d98909dd964f2372e6484309a156</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9652">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'mpb', 'nova mpb']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caetano Veloso</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4920cc735f3687ba131c435026b9660af080bc22</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HGNYPmbDrMkylWqeFCOIQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1001260</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7204">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QwJQuBekTA4qF7N7uLHDP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Veruca Salt</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101567</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'grunge', 'lilith', 'post-grunge']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7947f9c222f4f941306b27cf4c7a6b2033f80453</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6425">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beach House</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'baltimore indie', 'chamber pop', 'chillwave', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b34aff7ff25bb5882346fee11f05a46f38fbfbd3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56ZTgzPBDge0OvCGgMO3OY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">818486</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7897">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e41a0f6cc651af33494a4fd6e0fa7c07a3f3e08d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159292</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'baroque pop', 'chamber pop', 'electropop', 'folk-pop', 'indie folk', 'indie pop', 'indie poptimism', 'indie rock', 'indietronica', 'modern rock', 'piano rock', 'shimmer pop', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FIrstf3kHEg3zBOyLpvxD</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ra Ra Riot</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2126">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smart E's</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1181</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore techno</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3355a28a6827e43596810f417e7759a993688225</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore techno']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5U8a1iaV0mBkPYgtEdh4lq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4956">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flies on the Square Egg</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nJgNmwjVTHDH4HcrTQm80</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">616</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff2096b58c5ad8646b4e361c4a631c0dae912f1d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10211">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carlos V Spencer</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pk2qiAfzrJ6oxMHdBxhBl</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/812478a7b6b68e4e8a415cb96cd1da731400a7f7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1363">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e1b7ffe2c7f2d462c0bbd9f09c95439b8d83212</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julie Roberts</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80220</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sXhYkm9PpLn5R70U2T6Ba</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/445">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d0b5f483c7ed95b7c3c63147c3d38f9366b2c21</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'miami hip hop', 'pop', 'pop rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flo Rida</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jnsk9HBra6NMjO2oANoPY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7214654</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10989">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Fitzpatrick</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ii8QxDgfxRw5IrFTshwXq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa97dccae49b4a06ec830abdf302dbf38d311741</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2887">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30956</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10xLCBOlt2NhclsRmrOvX5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Del-Vikings</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21fd9a008e669eeebcc5ddf1e7aaf049eba8a634</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4527">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191136</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pmixngtBJleMrGUG5o8DE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Vegas</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8b14f9e70f73ac257fd580526f4ec6e659c1c2f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['azonto', 'dancehall', 'panamanian pop', 'reggae fusion', 'soca']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">azonto</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11466">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Puddle Of Mudd Tribute</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcf6a2a31529ed5e6cb5b2a7ff8ed20e4cd128a9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77LDEdhiukIP63VhmOXmVc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2029">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1024356</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Tribe Called Quest</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09hVIj6vWgoCDtT03h8ZCa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'jazz rap', 'pop rap', 'rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f987ab74c72f0c50b19b05ea775bc4033c57706</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/959">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1418</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WjcdSKSTiNtfM4uQDIPDm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Artists for Haiti</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b79e726737e03aa62806383570740bf911318b30</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6515">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7832c93d177adb644fd831622e8877849a9289e2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53136</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evidence</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VfeYClQyVUCPJdXb9jl3O</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9202">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e5c90f54eebecf74b00519019d2fad62672bc6f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Salvador</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20799</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FFAyPQU5wAmHbmUfZlRna</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/925">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cali Swag District</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69559</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b52cf6ad5ed1fa8c4ea91f2eaad4d8d482af62f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EeArivTpzLNCqubV95255</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7227">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e1064db505867a9c34e5225b7e6e16fe91a7d97</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'emo', 'neon pop punk', 'pop punk', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Four Year Strong</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qqxspZOkbN00bu6DaRIrn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163269</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1816">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'nu metal', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4e5V1Q2dKCzbLVMQ8qbTn6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Collective Soul</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">503240</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84b741e45616df0b239f304f985961ce1afc382a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/461">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xHUXzrfhFgnIv86EBR3Ml</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15100</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb06e7db758490492bbb49719bba29f036e3fd29</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kai</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7069">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15899</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country pop', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Riggs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vmCb694uLT5FBO1lVB52U</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fd729056efc79704f77496fd31cb3ad66c2ff7f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8046">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deuce</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04359a2989f686113c465f860abf3d1a27ac88cc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152760</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iLpvtffIrQ4bMYrFPRN4x</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10625">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GLvcqWIueXNjv3212pJAj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71b09795f3b94a2f4a99e071fa3329de2af34e15</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'hard rock', 'psychedelic blues-rock', 'psychedelic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29768</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cactus</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1237">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3ea5079a9453a50cfd09c4dc3f0fadc69aa5991</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Nalick</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94666</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LoM3lMauQ540MW9QiyIcR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6368">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murder By Death</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yrQJxTTj7xS2deLcXiEM3</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48966</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/974ad4da6e20c11b88ac0ac39ffd7c9ab0152377</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8989">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'garage rock', 'new rave']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18625</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louis XIV</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60NKN6tZYKbkjX1qpFQIqF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e4ae7b23d03fcdf7ae8106b196fbbf5e8201ae5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1446">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pw5ePxlLPN87ikxsFHsvZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandon Casey</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3215">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36222</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Love Unlimited Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">457yGSZecENoIuNWelRHhH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9afa63b2ddfb1bee4af61494dfcb486a8914f23</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'motown', 'quiet storm']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8745">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bY76TkueuNA4eqIm67Pkz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177511</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25ed7ff7545d7b74401ebc55e43ba2f19ac41ac4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diana Reyes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7699">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chillwave', 'indietronica', 'metropopolis', 'shimmer pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34vLhockmYhf3LgznwyNaQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a2e2e15d5fd16eabb074f8ee922130331073b29</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139440</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">POLIÇA</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/638">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cab67f17c56d18c79fbb4a09dbe08be61e7c8893</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Craig Campbell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199464</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tkwiWhGKSuQV8LwPWceWN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2346">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jive Bunny and the Mastermixers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9667dbb0b3a80e84931b6563078087a2bba4ded1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GzIiGnHYrOnq2LUiD6zdo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20054</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1195">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'mellow gold', 'motown', 'quiet storm', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gMaNLQm7D9MornNILzdSl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lionel Richie</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1348236</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7df837642a5107f47066431904e464eb0a3575f3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10303">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16269d9da441c6e718f14be598b4d0cb6a5825c7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerbert</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4r05DHrprwEzbIM9SxlmoW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/152">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xr2G8Hlx4QWmT9HaUbmoO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99404833351cba4c0e0b2b9add62193ccfd89bb7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Stoner Life Records</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2975</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3714">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106894</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UmBeGyNwr4iDWi1vTxWi8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa6a1c10a86a20e9d244f68dd392f491bfb93ddb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerry &amp; The Pacemakers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4682">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sGlDQ2sedrgzVGMvnBgOG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3246</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Athenaeum</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge pop', 'pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5597c848cf124693928e05b2c767fe24d5947366</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10709">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'canterbury scene', 'experimental', 'folk', 'folk rock', 'psychedelic folk', 'psychedelic rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tQzBYPjAardhWpGkqVdNW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2079276ace1088969f7068f56d8ca642094b8d0a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26927</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Incredible String Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1569">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71618</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ThrQemMA2B8xxusTUl8IM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kandi</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00a127bd56ade692d12a02675ff35f5764b79cff</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2932">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae58b6ce482806158f50f210fa57aebbec7d52b5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0I7UnRLIdCD310ZBgeuqh5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24893</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JD Souther</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11057">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">534</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Hope</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e30ed21ab9805275abd57ba0e5f087ccaee38d9c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BFhdLp4hwIR9jEMkfc875</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5505">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VmoM9hUoCr5rQtbrVcZ8X</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bdb65b26c32fbb4c2e9bde913d0a8affc6c8e71</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4160</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8285">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52017</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f756da92ba96c24f81b91084393b1f7b45448eff</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2waNUwuthEgcBTFvYo26vo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'new rave']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghostland Observatory</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3779">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/899aa3257dc6df1a6db6b3d80e18e58297ffc473</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GkFdTknUvXfUErpRjuIqP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Simple Image</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6773">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suicide Silence</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a2741625693ac9f88c50ca5abeb2b3c3c1c261a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">519325</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HZr7Fs2VfV1PYHIwo8Ylc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5170">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baltimora</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5744d38ad1a2f5860d8d3e06040162159f619ccc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6czfQ8MjHVmvJKA4LAnviG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29673</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5565">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fe0a0b3d0f681f7f41f8639052f8e9db42af8db</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julie Kerr</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46CtU7bOSHT1S7x8uTUj1t</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11189">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xHoBLKrp48wAlwpy54lRv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">857</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ivan Neville</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c334cf83188cba002d9574d46072a318377dd18e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9070">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Jules</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53376</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d695c3269ba763e82b0a24789bc59d92834b125</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oRnbmgqvvq7fVlgk4vcEa</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5356">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4x5VVAa5DjM9lQHcT6OBPS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da7dc65925dcdff7dfb1fd33b0b6e1fa51cebdb6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1185">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JoJo</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'electropop', 'hip pop', 'pop', 'post-teen pop', 'r&amp;b', 'uk pop', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0cd9acc36f8527e666a0708ec93280d8c8e9739</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xuNBZoM7z1Vv8IQ6uM0p6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1364379</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8975">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaguares</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">655091</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin alternative</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dd7d32e6724f57d4a943a70ee6545f3d0ac565e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin alternative', 'latin rock', 'mexican rock', 'rock en espanol']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RgXxY6uzWo9cjYYwwgVGq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5055">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RhMHmV21ZDcSGZ872U4ZY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4294a17db41d5129281ca5ee3450eadc185a0877</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caron Wheeler</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2735</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9319">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b450f1642b966d618b6f852e8c4458fca0a073ac</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Dearnley</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55sNspMZTqimgKfzNhpfgH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5976">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Fdp70hK2NKhAcrI22XgfG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sunshine Company</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7422">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'chicago indie', 'chicago punk', 'dance-punk', 'experimental', 'experimental rock', 'gbvfi', 'indie rock', 'industrial rock', 'lo-fi', 'math rock', 'no wave', 'noise pop', 'noise rock', 'post-hardcore', 'post-punk', 'post-rock', 'slow core']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shellac</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44209</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6I8R5MFTlez7rHCsH4cx0u</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9e72e1576505bcd55e9be2f69b39ca64e856e9f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5993">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Love Generation</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721FL0xknvdDd6uTBB24yF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46eef370e92622bd52e04b93f46e9c20bef49676</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9181">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c4815c84ee6c8620f54556f84cd54ca2cafbdb6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Rodriguez</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qfg431oqNaqcOS5wlGg9f</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4895">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jomanda</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09xC3MewWz48F1OpYckXTZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1461</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'hip house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a522ee5653d8cd9d9e6acd959eaa4045446a25b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1212">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">963280</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XpDYCrUJnvCo9Ez6yeMWh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/945d649ebebd1804ecbca36de5e304fc2da0854b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tenacious D</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'comedy rock', 'comic', 'comic metal', 'post-grunge', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7396">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22204</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3F4PBcfdeFdmxjRPS2UdMl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e075a2a5d295ffa310020b0b08ea11f8b712a513</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tweedy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4303">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12528</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YqNwuxk4YkqwAcsFvyg21</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/129d3bb5a220f1f59087e034af745588ca575df0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultimate Party Jams</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8153">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b', 'praise']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XFgX9kLg3pUAkLY0byY2I</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trin-I-Tee 5:7</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50430</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/090ac238ad61711df582062a651ee15dd7720ff9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11374">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">959</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc3ec917460140370af873e08564cb579a25d881</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic opm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suy Galvez</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eCn1jNrQSk0aE1cgkArZz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic opm']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6220">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79164c293d088eb0d5086a5f346fece333ccb98c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">716xTLDou3FHSi9mXOMU1Z</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Charles Singers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">576</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6175">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8a3a254c7bf3682d0f280b86c2c0ccc9563fbdd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GoLQghFZhKPwy63zUdph7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Delrons</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10000">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ritchie Valens</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240039</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Y9xEAGW4GwGJgbiI6W85P</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0797b7eeb72ffd9760fa5a026641d14b3fd547a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10041">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3713</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6An62UauVVUH7OCxt5bnZu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Woodentops</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2e9957328ad0564a026f2638a2841d680eae40a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10949">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical soprano', 'opera']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10109</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical soprano</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leontyne Price</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c1f03af4c50ebaf6ddc280665a47bc0b1b615ea</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Qh7r2c4JWTmRLH3swU9dC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8623">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07WjVPM79OGQLOZ1jfUVk9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18906</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N.A.S.A.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78ea1194072096c107bab1a6f41331a5b33f225b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10090">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da22879630f3f637e468941505e2a1bb99403182</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alcatrazz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LLiPRA3oThhxVf7W7gXQZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22590</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'metal', 'neo classical metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1131">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FBcuc1gsnv6Y1nwFtNRCb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4151746</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">My Chemical Romance</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/160080823e35fcf4d47c8dfad20f5b13c7acf921</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8469">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55cdc01b0511bb68713efd587ed403e98417b598</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60447</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">502ZZTWlqgS1Ht62ewubEJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'electronic rock', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dead By Sunrise</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9520">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive electro house</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SyLYuJEKjAgh6b6RARhqx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68ca25109666b75777d253c48718104cc1519af3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SoulCream</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive electro house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7821">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/face2f3682a4983559bd4e774fd04a9fdcaf68a4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Device</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fpqZQia1PSW32o9tN5NKc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66960</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8315">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/947dc9837d32e6b048c11ef1912655e2c9e8658e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8553</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jenny And Johnny</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jT6aBupO5X5ybwUsjzws4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4396">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Explosion Hits</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/048a56dea50f32aa972d5a5b52024300bcae541d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xKeW1HYPDCBuLCiD9dANU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7768">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'dreamo', 'emo', 'neon pop punk', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0ba9be6b5dbd65bf135e356c5914cf1a8193076</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dangerous Summer</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48237</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iMnpaEHXkgMT956CmP1kj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10299">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13973</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lene Lovich</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73a61854c71883cd3df13b03e5e746a26103d80b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yFJnlNMiBUBplMaOP5CMX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'gothic rock', 'zolo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3723">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92076</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kuNswDC82PL9xRbfaZJaS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12b6e1639f825d48564b201aec846639bade25d8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Association</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic garage rock', 'classic rock', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'psychedelic rock', 'singer-songwriter', 'soft rock', 'sunshine pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10698">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Taylor</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7H5IEkdsuXSuM6cfElCyl0</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/860c26bcc2b7228ae8a3ca4661a770565f5bb0ea</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9107">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'jazz fusion', 'progressive bluegrass', 'progressive jazz fusion']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Béla Fleck and the Flecktones</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47885</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8a0e8b31ad0fc3da327d2f9a949d61b33c280a7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Zmur9D9gpr6tXyDrpnbOe</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1515">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Countdown Mix Masters</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9433529c1de9d38bb454264713a79a41eece3d23</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SieFQ6cTNwift4RmkwMAR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">572</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6850">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112452</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rXr1ZnvbRoYBaedIl9v4v</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'heartland rock', 'indie folk', 'new americana', 'outlaw country', 'rock', 'roots rock', 'singer-songwriter', 'southern rock', 'stomp and holler', 'texas country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9765b60d63f109bc46a6a8f97f662f1c2d384f09</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drive-By Truckers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6306">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vince Staples</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68kEuyFKyqrdQQLLsmiatm</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'escape room', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">917587</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5928a2fad6cc160bf4b37d8d393d401db61e6c2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3665">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Friends Of Distinction</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KK4fR5VwOjGzJxjbGxMIu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d08c065ec00e58f46dde5c6f4b0c6db4c2e8f202</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18185</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1301">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146705</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teairra Marí</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Mox9P9U7HpuAd9ULwvP7N</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59d4a64b685a88a4b3878cd66771ab4fd6932077</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6613">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'folk-pop', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'shoegaze', 'toronto indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234664</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvvays</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kzwYV3OCB010YfXMF0Avt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/098b97354be95aa4e5f3cabfd66870f8252984fa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4229">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1390289</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">378dH6EszOLFShpRzAQkVM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindsey Stirling</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9371daf72df96ebdaff655296fabbcbb814db888</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2196">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85558</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound', 'new romantic', 'new wave pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feae6ac7bfed92ffda49e997327aa05319916b61</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40enFxfEXXsEXKOt1vgx0k</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martika</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8526">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27190</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38cc9db394e215d742dab1385096b7660b9f5992</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S9bLkEZSVIcY18RNcNG50</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicholas Hooper</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10469">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz blues</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2915</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a75eeb34099fc9622c0ae04f1ff698d8644029bc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XFFw5lrnmJmnT9CmsPpGy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David T. Walker</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7587">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BIXafmacnax46P30TEzNz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115228</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'kirtan', 'meditation', 'shamanic']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Krishna Das</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2e3faa7399d510598224c12c0229f1b68e5fb9b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10579">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calvin Richardson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa82bf57b254d02cbefb36c10744aeb3b19550c1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73678</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lckATQU3N7Ralsw3VfnRb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2550">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'diva house', 'motown']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thelma Houston</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sgUnR8TF35euWEV07RPyO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49c108cfba665aed62c6535f3245d6fd4e42d076</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45388</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1044">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Secondhand Serenade</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'neon pop punk', 'piano rock', 'pixie', 'pop punk', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721865</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/152cbbc070b2586156496e96bdb6f71ecd521972</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eouuqqGggqDlYRV63cgPo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3711">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1348</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kur1FACDVzvkdJFrliSzX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Garland Green</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bc67cf82e5da7b071f23c64350d44e979dc79ef</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11114">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27464</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hear'Say</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'europop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kMfh3vEY0iWX9SDVjvdsd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d42c5d2cbb088e9aa32e8856e95b946f8e6d7a8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10282">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Elroy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dD2bfFbsi2FdouRhbbxF8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41106653307af0dfd3cf392f1750980f5f20d69b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4538">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">364158</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0un6YenPxWZ2VW4aFGMupM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5c91aa847395f85fc88af0b443671abf36be929</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Floetry</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4274">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BJoUQSDY6bQOewqxeQHMu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e504aa650fd02a6a921ead34d2d99dc4e4dd6d85</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Texas Clown</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9782">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shenandoah</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a395092d7cfd7c170fc70f6286e5e9cecbebb69</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36eTeLNx8ErucrEyRm6JOo</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171471</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5282">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geraldine Hunt feat. Freddie James &amp; Rosalind aka Cheri</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UWhFuqJnSgnYDwk9Rdwlo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec511196dcf8e4a206d877ae27598bf0806487f2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">390</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6813">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Icon For Hire</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Jy0lTKAQDnTklKzF0g2o7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock', 'gothic alternative', 'pixie', 'pop emo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195341</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20c0da39ef7f7708afdd9a09c049661fbf83596e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7225">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276729</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80328fc6f46f813d5a9d09f30c962b9adc4fe0c6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dom Kennedy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'west coast trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3s8alQfNnY0roAHaJh7Xxt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11100">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VrOxCh9Hliyo0yZhhTsvV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef2161a3b1000019427bf119543000025e35b9c6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Choir</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5392">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fmugt9MKV9lcPgBjEzVdm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c20a673158900fa5fa28c88fd10678781ea95761</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1070</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Gomm</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3894">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/370ec05a36d7260c1ef6e4e48c4ef408592acd47</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55567</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nu jazz', 'trip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Guerrero</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nu jazz</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qnkHpjyS6CUxH1UUy82B7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5748">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8119094b26531a6f9a219665162f78aa0ba56c54</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ponderosa Twins Plus One</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2347</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Kt9jng0C5E6JzOSez6Bid</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5281">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6923</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d9851b50acef14cd9289c3bb56a7c7a2a8c957c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qzZ6bMrjK27yHGVjs4Pvq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bertie Higgins</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10127">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ChF3i92IPZHduM7jN3dpg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'deep big room', 'edm', 'electro house', 'pop', 'pop edm', 'progressive electro house', 'progressive house', 'tropical house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicky Romero</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e3780729cba6ab3b10a59a326119764381e725c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1698126</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9263">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2S3kEShbYaNGvSyJdd7sJg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc331f997d8516efa2aead90be77ad918d0ebf23</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hi-Tek</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34424</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4310">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electro house', 'electropowerpop', 'emo', 'neon pop punk', 'pop punk', 'screamo', 'trancecore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/323784c97d8a7e5d1b901c65b5b12c0ca979db4e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271313</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53M4Iv2RkzzxFFvW2B1jhC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Breathe Carolina</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/76">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kip Moore</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hJPr4lk7Q8SSvCVBl9fWM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">741766</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0b90f332aaeb2c7dc1647fb3b652129ee8c5f43</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1453">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xa21BSAfiPMn6IREtiOcy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spliff Starr</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9195">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yo-Yo Ma &amp; The Silk Road Ensemble</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8432ab916f3bfc1c88f2b66e5a6c51d7f96c202f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6177</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aD1SqmQklTvzC4pqlr9Kw</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6541">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iron Maiden</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4da0201eb9473be7d6dd138b81678e79dfd7eb02</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4540728</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mdiAmATAx73kdxrNrnlao</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'metal', 'nwobhm', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10337">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4471</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23d4ee1d0a12782707804871cc5595acd3e89307</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MXDSgITltdRMyBikZiaEx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All In One</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/123">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kodie Shane</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'trap queen', 'vapor trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CUeN4GnHAGUk9nAXPorF4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64305</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca5d03d7348be0700f9e61d976239f4ceff2283c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4026">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep motown</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Valadiers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">681</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep motown']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfdab88a2f27e7955dd86cdd0715ce3ae50b0fc5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FJuJVKIVnGjlTQWksXwX7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10283">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12502</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1x82CGsqYeEgaL2ZrW7Khm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/895302f2023baa7e2a866cc5d95535b71b26e2ab</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['audiophile vocal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Rankin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">audiophile vocal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5080">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17319</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5665dee6eb93b3193d78e77ba24d2b4e18237454</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sAkg8871iPVI0wPbOfIZa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fairground Attraction</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7717">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gz9Dd0N7oCymbjVePlxbq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'nu metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scar The Martyr</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58a95d9e419c85663986d7b3e1b4a105b0232f89</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18794</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7208">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stevie Stone</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep underground hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92585</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep underground hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71da184a3ee2282bf856e8fffb5440f618ea309f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IvPBSC4CgNLYC1GHEAxcN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8907">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d8ee7223982bfc5fca192ab5a4ad0d7d351a1f3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Strapping Young Lad</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">457qPvtiBTIl6LR4dZiKZy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78068</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian metal', 'death metal', 'groove metal', 'melodic death metal', 'metal', 'nu metal', 'progressive metal', 'vancouver metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11379">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['czech rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunshine</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zGQRzNwUYrf3m5dinPvpo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2110</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">czech rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1103b71ecf37eaf3206e7326ec1e9c22b78766a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3062">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4s1v0vVPSUCpqCa5JECA6p</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frannie Golde</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5caa9b092928aa5410cd410e1a02bf993bcf7d92</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/607">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OBJLual30L7gRl5UkeRcT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2952088</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eae4a88e33baad4b4ce4605aa074c45766e94d09</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.I.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1990">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a75eb5ffcccfc0e4e15cb7caf4d55f52b12631fd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76371</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afropop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77zlytAFjPFjUKda8TNIDY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afropop', 'mande pop', 'mbalax', 'world']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Youssou N'Dour</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8918">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GLQkztSkVP6CbdQkvNfLj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">496</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ec2dd18e8cec7d15bf67dba69a66d490d357ad4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Da Muzicianz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6934">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b934378b94f01a1755f446ee9798aec1bed7b668</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston metal', 'brutal death metal', 'death metal', 'deathgrind', 'djent', 'jazz metal', 'melodic death metal', 'technical death metal', 'technical thrash']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Revocation</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58017</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4I9kzJ3Ew3qPoN66UPJUl3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6062">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10039</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63qOOnxbI8rVgpakjpnFBp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac8c3b6cfc24c1fa79c2e7389bf0395096f457f4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Della Reese</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5286">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'post-disco', 'post-disco soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71f8814d3dd8482407606e627e3ae7fad7e0379c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f34Vi3DFJap7eJMDbpzEG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15837</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aurra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2805">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6J9jWZeMO2D14IJEO1gbmr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1003</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toto Coelo</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afdb32fefab1d59e06827756bb37c32f948d09b3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8565">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2db5820c35b347bc78c00fcb678558b1338ceff2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9727</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5L9DgM2FSb2Ny1vfxfyYU8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Russo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5710">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">679</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Sq9ZAY2paQJhzhuBSRoKf</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Maria Perez de Taglé</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3536">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47477</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/749e6c73e45187406bf487275b5d735a55b40203</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'folk', 'folk rock', 'persian pop', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sOP8RUFR0q0nBOBOXGdBK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melanie</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4780">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lina Santiago</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1r2xQQhIstVJUF9vsYHg2y</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2320">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Electronic</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'dance rock', 'electronic', 'madchester', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70299</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xYNGCooNIzKMAtJYKSOyq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bff753651fffafa6c87f63d5200add3864e897c5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7221">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'pop edm', 'progressive electro house', 'progressive house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88cb3d2bd053b6d7ef9262efff73c2dde4496a41</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1N9n8MSxrr4Emhb566493b</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morgan Page</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105543</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10838">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37394a46a242b1a06b3ec40d734b349ebe4d0b00</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Camelot</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pSo061DnbCpvQxDjzI8Q5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1065">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UHeeAHp48bScX1RfoUt8m</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5242726cbac03e3a862e07d5a214208b17a632a6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3020</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Artists Stand Up To Cancer</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2040">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208143</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CCf77sKGlTdfIiIDaVScj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Texas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/661bb837302b9e64d051c38f42f773000309895f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7281">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32d9c125e89ace7a8ea058bc29a199c69325e007</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34318</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Are Harlot</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Gf3bDVBECfT7UCU3XcvlD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9744">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AMG</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f5275cacab87bbd1c0053cbdbf9fc006c1260f5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['west coast rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13608</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">west coast rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Pn30Vf7efqPb1kyXa6B9S</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/331">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540083</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59560d8ff7e8f7f8155dcae199b4f8828cce5cc7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QVBYiagIaa6ZGSPMbybpy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pedro Capó</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8123">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SuperHeavy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f9da6732e3a60a070acfaf6e9be15f6941f9510</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3D2hT0opR7rrYIngiAdwgC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29866</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2360">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">777497</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'disco', 'europop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/997d275fd7d135ea6221a71c9e045a87594e7eb3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NKDgy9j66h3DLnN8qu1bB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eurythmics</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8806">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73658</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03GruNQP8X25PCoWzdvIGZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german soundtrack</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfb330ecd4910c9b1ac443a5e2bbbdf3ca64a4b4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Klaus Badelt</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8866">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Vz7hlMWR4OFye64dYoGm0</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8e5e0e939536f0644c1b322c625b072a7b8217e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102849</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cross Canadian Ragweed</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3371">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hues Corporation</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17313</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PpGPIrFf3LM7Q77eR4Bts</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c77522265652bfdfd741ba675a7d07ea3323efd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11264">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7u1kfGeysRzWhFeX83l020</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Goodmen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11027">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oxBphZGnbwDITdTv76tcx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Imani Milele Children's Choir</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0edb836a762ee90246d029290ebbd9629c79aa37</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5624">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sqsitBTgof24mPIzZx3Dh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9fc5554e638c9bf62e2b0ceccea10f2c32e1279</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy &amp; David Williams</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/485">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163956</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Belly</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'trap soul', 'underground hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72f80f3c4f71b3054c5bbfe2f18fe00237b11d02</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FOWNUFHPnMy0vOw1siGqi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1020">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'electropowerpop', 'neon pop punk', 'pixie', 'pop emo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21916</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lmpEOYpB8yNe8buBDP5vF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The White Tie Affair</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8af7ec2a97f47c5d8ddb1f8f93db55d78ae9587e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6419">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VW5tZ9pmSb2rG0GmSELwW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'industrial metal', 'nu metal', 'rap rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan Davis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86905</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e6d6f91957b757e037d9c8f84f37edf2954448</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10160">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hdpXvaQJHBCZIVUd6cLvK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28355</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lonnie Liston Smith</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'soul jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11c1c390ef52edead3fbb0ac3527e9bc1d3e328b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/952">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8458f31c1b69949b4bae668e1bc10d072b2134b4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cap</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uwaniEjl7wxOFSM4vaHvI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7971">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48ubKBTTmlA82dffZ223In</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'deep ccm', 'world worship', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34074</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b813064767fcc83d38dc6ce5fd9aee0f8e0fa78</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Highlands Worship</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9220">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rAp8I6gq67AJEmzWEJ1ri</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachael Lampa</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27788</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f43ba020569a4b0c1a223938f323af3a54426374</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3870">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eskO5m0H4yiF64vRySBjr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345061</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b701ba75981d0b9aeef036b9fab4e3c96609e364</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buffalo Springfield</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4689">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remix Hits</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc13fe3983eabe6bb96b851d269a08929ae11bb0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2euRJ9cyDzSHFWIW2iQbLC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10892">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eda8ab5cc9e29349c0d2020cec06bcd918a7cb4a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angelo Mantovani</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28bWgnE2awuRCHBgFJUpEU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2168">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'electronic']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f18655d31282d7ea414f5e05c219640ccb6323ae</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dYrdRlNZSKaVxYg5IrvCH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27245</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The KLF</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7027">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">630wzNP2OL7fl4Xl0GnMWq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BABYMETAL</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eec554bfb2de35c53d0dfc4aa6e8ab29ed2f7154</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alt-idol', 'comic metal', 'idol rock', 'j-metal', 'j-rock', 'kawaii metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">478892</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alt-idol</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10420">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manchild</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">879</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IjkhhPuixhmO7SHOxGnJx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6316f23cb01b7460f8510bf68a35564de48f5ae3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7183">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R5</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40840a877095cc2a8b35dd9267b102f57e9c7199</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aptPwTkTKmlPx6csmNJLA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'post-teen pop', 'teen pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540136</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6605">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'conscious hip hop', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prophets Of Rage</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fSzW5cXBmquli5laFnoGY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">260585</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c26f0908c0757f8498c5b869a8504d05d3ff4e3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3776">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Porter Wagoner</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PcLkq6IefIYiRWLXOfwKA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5175308a2ee7572c4874aa67af58672fc8459ef</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11417</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3904">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KWcxMWVNVIYbdOQyJtsSy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'lounge', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308187</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f552a8d33a7d422c6d75360b1b4ab744124769d6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Platters</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8858">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb6f6b52082b66ee883bccf31fec0640e901ef25</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333893</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TjgzYcbTdsZjbT9OItIeB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Héctor "El Father"</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/42">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perry Como</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v8jlSmAQfrkTjAlpUfWtu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67994599f4a13b71c23e0fdfc2ffbf9ab94bb513</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183482</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3357">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5m8H6zSadhu1j9Yi04VLqD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'classic soul', 'disco', 'folk rock', 'funk', 'funk rock', 'mellow gold', 'motown', 'psychedelic rock', 'rock', 'soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sly &amp; The Family Stone</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450737</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9aef578389c4a9d27e15a627acb784c41094e79d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1620">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vjnkhhMwacKwkrJFE0TVH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Travali</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6325">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'trap music', 'west coast trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AA474G2hRfrHyGrfyDseO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267515</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mozzy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0177d5a22448b9e9fb0644f594e3de63ab8f9468</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9159">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard alternative', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37240</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Exies</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5V5NZ8y72BgxpB6rN4XxtI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b8a90d3d9e5affc137ccbb30013c583cd540d6a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8378">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spencer-Hagen Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WgcYoDNt4M21fTLHSu9He</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6988">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yhD1KjhLxIETFF7vIRf8B</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cff076549aecf7150b57efacc8a3becc4c991e9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289234</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'pixie', 'pop emo', 'viral pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Against The Current</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/384">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'emo', 'pixie', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c46ccf2b9b95366a3b660470e009dac3f21dc40</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4565882</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74XFHRwlV6OrjEM0A2NCMF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paramore</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/559">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f145882e808633707759012c6417264f657304be</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2537795</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-singer-songwriter', 'pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-singer-songwriter</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ysnwxxNtSgbb9t1m2Ur4j</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Ezra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3992">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Len Barry</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mXnN0kZ67wigGTn1OuNkD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82590b8151edb0a2a4897a8669029ab64948c32e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">955</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6877">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jmPjksXqVrO92Urmx58vg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71319</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reckless Kelly</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36661c41ecf915a4c3271080fe41b6e1ad747871</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9317">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Integrity's Hosanna! Music</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/814ca0275ab44627a9f532a27e1de7b78b776ac4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1474</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72iDlGYfVrntfpKzmAv0Hn</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4516">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9db73e93d333b7b7bef62c42682379eb8356ea18</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">518070</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'funk rock', 'nu metal', 'pop rock', 'post-grunge', 'reggae fusion', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">311</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41Q0HrwWBtuUkJc7C1Rp6K</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6824">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cNNNhdJDrt3vgQjwSavNf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Memphis May Fire</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9dd640bf5f1910bcf5848c14f98dd1d88b8fd7c7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">458012</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1077">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BA9Z6ZV2JBwwLGGoZX7bs</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julianne Hough</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'hollywood']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14610</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/831e472b4302838da865b113c0db2189ef251fae</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8382">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Hermann Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54IaLGawxf9qECyoJzHnzU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9727">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29eab4b2177b7f24a31b28d86fbde4bc4a5ca1fd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Miller</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IrejjjkperQuEr5DWrV0x</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7644">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joana Jorge</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35c0429ebf19cb5a8998581739fe3eb8a2e0e630</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QXNhQxxaGjniaUcNYBuFa</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/567">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3233</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6961a345eb4fd6bcbc973ed7f193725abee7273</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0E8NThqr21dCUKDFEDPpuY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">How I Became the Bomb</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vapor pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vapor pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/794">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a841f0ee4f2d88c42f55f76c2cc6b588841f5d2f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Killers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0C0XlULifJtAgn6ZNCW2eu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4775031</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock', 'modern rock', 'permanent wave', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6669">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'seattle indie', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EVpmkEwrLYEg6jIsiPMIb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">865919</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fleet Foxes</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/955f9aedff448f3987bc17c342bd91311de9d0b2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7970">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/676104939c19b8824f226d95008d4e4a8d3e642c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Go Radio</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105907</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0abIHznUj0oKhDB29cpBZ9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1350">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80b9f130819e4e6f6783805f30d1ce148b75a50e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wiBLzTI7z9RUwEpNPdFT6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mase</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">346841</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2043">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'german techno', 'hip house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65319</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Culture Beat</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BZ3BHzfYwpd3k5TDnvAz8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c1a4a85b3030b699a785b0744dccdb7ab0444b4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/556">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32zks9ovi0IExzUd1C7W6o</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53564</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steven Tyler</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern country rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ade5b65def88f97c50e10f2e8385e1b10a75d63</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5612">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob James</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/158489154b154f4d5d0c9d75250f962ea3d3c4bf</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57310</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ryjbFyWBZho9KGXqKZdqQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'jazz piano', 'smooth jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6939">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235898</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Avalanches</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f107aee9884d6595112008973f3117224d083ee1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3C8RpaI3Go0yFF9whvKoED</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'australian alternative rock', 'australian dance', 'big beat', 'collage pop', 'electronic', 'indietronica', 'new rave']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4603">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7J2lZBANizgPNfUzux31PV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'neo mellow', 'permanent wave', 'pop rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371838</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6ba4dd9af26ad723a636316608f180591b2fac3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Gray</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5205">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21596af8afd885cb2007aba99e2018c2bd937128</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">urban contemporary</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FRnFYyWy6yzCXQySCsOfb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebbie Jackson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9777</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4201">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94b8f98a7e1c7143130f8af4ab08d31d0b668cea</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Z88fKsL22PDUEVWwAR1RT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2017 Dynamo Hitz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2428">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terence Trent D'Arby</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86bb885f249bbf2e3fd9628b8bce304c73abaef4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282480</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JpHKf8Ztyd8HXU8p6m9cc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3795">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d949e4574dee5ee7d1c347bb2fce77dd16c76ba</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Chandler</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'chicago soul', 'classic soul', 'doo-wop', 'motown', 'northern soul', 'rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36178</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52uMkSFt2RVO6XxTEt5VeW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8262">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">background music</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1021</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YX3ZumDhRfswphqHPGL59</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['background music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dream Runner</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b6336e8ae99e49be1872b1569d887969857a897</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/318">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">272847</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84dc87cca456089fc5cfa2d7593d9d960ca4553f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aXXDj9aZnlshx7mzj3W1N</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lin-Manuel Miranda</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4644">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zqEYsRZulYfpQhLRXn163</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manny Marroquin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2093">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4920f7e7cb232891cff2a2bb6043e6f19c0f4d4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rMScAC6pl5e5tF5zrwjdI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5150</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore techno</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore techno', 'hip house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunscreem</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/429">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'atl trap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trouble</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0701LAQrkY5Il5vt06uNnC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65297</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68f71524d5e00408c175f51478c79e80fa6be7b1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/847">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Tob4H0FLtEONHU1MjpUEp</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tinie Tempah</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">640715</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'grime', 'house', 'pop', 'pop rap', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/795c82a6aee0a9dcbe1e1df577146451ce130632</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6511">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard rock', 'industrial metal', 'melodic metalcore', 'metal', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lVlNsuGaOr9vMHCZIAKMt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">657552</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf58977826a644b9fc06fb5dff91757056a02e17</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Machine Head</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4598">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Clue</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'hip pop', 'rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1g8uGVofjr2ApBrI8OZhJf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110749</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce83977db3854f2c348650acf202ed538dcf921d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3387">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'folk rock', 'funk', 'jazz blues', 'louisiana blues', 'new orleans blues', 'piano blues', 'roots rock', 'singer-songwriter', 'soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. John</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d84d90ea5c3e99e3301dd0c065377ad9284aa62e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145123</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320TrJub4arztwXRm7kqVO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4765">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Canibus</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lQvoGjN6jJfsAkaywtgrB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'east coast hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/826ea3ac8c67b0b10f4037f4cb70189143037d16</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46773</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1906">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21J3YJTyq1biE3SvSNjzuf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Capleton</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9eb07d88a99807d740c2e76b30dd185f2016f5a4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'lovers rock', 'old school dancehall', 'reggae', 'roots reggae']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149097</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9399">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'boy band', 'bubblegum dance', 'dance pop', 'europop', 'pop rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/588a07548bc91a664fafbaa04c1936a4759f5bcf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6X9aYHnQ75YI8o08aoa0iS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">408320</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boyzone</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1387">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45953</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1y20PpXw0yeuJ1avCD0Ob9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eamon</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a53c8aa4533c481aadd960d6111d5ee491960f7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3076">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elena Coats</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4479</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76rOhzdFrZx37hyeA5cQgZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccd3733ed07a94dddecc6eea87e09b5b4b24cc29</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8198">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168821</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d04b88bc45f0a723165aff5bad1f80089b105868</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3t58jfUhoMLYVO14XaUFLA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Metheny</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'contemporary jazz', 'contemporary post-bop', 'cool jazz', 'jazz', 'jazz funk', 'jazz fusion', 'jazz guitar']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6591">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bz9hDpUbAw5JElgEiuIYZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">353360</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'uk worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/547fba27a5ec694f37f73f8915aed0f6772aaf9f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Redman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2790">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62201</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thomas Dolby</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'steampunk', 'synthpop', 'zolo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18b6eb6fbd93cbcc0bbc4d735a780ff38f367133</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Uz58cSxlJgefDaSikxYQ7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/72">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'pop', 'tropical house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/960547a625bc2eb742bb3dd170cbc049d2e94cf9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69GGBxA162lTqCwzJG5jLp</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chainsmokers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13528120</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2755">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SLAMfhOi7UJI0fMztaK0m</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rainbow</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0ad73e5231086142031094d86e8bef61576268c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">611721</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7773">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guy Clark</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ekfvspc0hlcxdfJJVjcnq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcb6e3f9fc61022ea994344ef3f3bf62dd91d80c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59455</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4169">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lefty Frizzell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05pAwLhsutiuj6gerEwGvU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16d1295edabfc22820551731b122bb049dce2e40</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46997</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7579">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93d37ffcc37a168fd333c1ba7119596956377a1e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'garage rock', 'indie rock', 'melancholia', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zunDAtRDg7kflREzWAhxl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eels</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267554</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2076">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peabo Bryson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49iKbKGqgn8OESkW5WduX0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211402</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'new jack swing', 'quiet storm', 'soft rock', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29d1f2378dbd138b2b7fad8666ab6b547448e498</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10227">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2718</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Passport</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz fusion']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6e9Ex9Qjrbzae5ivbHzaG9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz fusion</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/565d460f854b055fb75dd458c85d1a0630145bc4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4170">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Murmaids</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZVvRLbxQEcphvO7G8x3c8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc4c29d5753a93a7ec4a20bcc992957592e6b1af</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2917">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/447ffc0cffcbbb85de66a63d7887bc8f67f7c0bc</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6849</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Qw8MHpjYxm9Xf0O1ZfPiX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary U.S. Bonds</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3917">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hE8S8ohRErocpkY7uJW4a</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c927c2474b160a5c5a695709186ad3b3e3c5ec5f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Within Temptation</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch metal', 'gothic metal', 'gothic symphonic metal', 'power metal', 'symphonic metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">664123</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2268">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70ed0b201cafa20fc3e3cb30a916f91adbb604ed</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1581135</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poison</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fBCIkoPOPCDLUxGuWNvyo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9282">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50e053e83d4274273d4d42c65ea6beb14c42259f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marin Esteban</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mWsPx6qAtcJpBFAhxXW4W</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5340">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eBRIkqBA2GyYKzLvXD9a4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'rockabilly', 'roots rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockpile</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/783a9473d405a7dd8f0340b70740c341f628b24a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10865</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3354">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3o5OdrGG6RqPkAmPfMvMl0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reunion</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a754468faa6590dcb9706a343e6316c28a99d5c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8903">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mathcore', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b484cabcfaaabaa685dee7aa1867308b85b38e28</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mathcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KcePrJuVbBv9SyqCEpdPb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eighteen Visions</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18854</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4493">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20ee11007e6e478e554609f88daf3654ea488bbb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6d6OLClB7YoejUnx13bEO6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanessa Morgan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4509</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5623">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lE2b959sJbHq2SrFyZuRT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/332945cfa4067079a1a76f3df74141923b9a04d7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fanny</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2968">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ambrosia</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'art rock', 'bubblegum pop', 'classic rock', 'country rock', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'symphonic rock', 'yacht rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d91f8a83b8f9a1da22a6fa7901431ee7fa516cfe</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0J2Ej2rMQyqaUX3G6MUISw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134164</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8037">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HaiS1sFo8qkc6tF5Mw1M0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'boston metal', 'groove metal', 'melodic death metal', 'melodic metalcore', 'melodic thrash', 'metalcore', 'nu metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120708</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f88cd5cb85623a6eaeb4d9c737d637df7f2bcc95</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shadows Fall</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/720">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1414</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54f1555701f23cffb06aee21b900c3c79388dc02</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Evigan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aZENDSuD4XXPlue0RJwSj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9095">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4538</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CVHpcuVERzqAJcP2ddoFy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fire Theft</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'emo punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d0f0374176332cb24005f1c94b13564f72079e5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10196">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HO6dUh3pea34OKnmsmjQx</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">839</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Strouse</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc284592d0b3e3de0aaefaee1a9648c2ecf83140</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10396">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Montrose</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44d0ea7be9170aab8bc26da7400e3d8c6a190c3f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vhcXfb0WFF4k1Ek75jFFJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6475</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10104">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stone Fury</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29dd88321418ef97995732f115b451c3f17be7c2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kdyyeuROzwe2vDiqdSGvc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">651</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10548">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a5932713b76e032d2f2fee3eefc18992cede60f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'texas country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kinky Friedman</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VAErlnVRxRQk8ZvZt6i7e</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5638</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2553">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pointer Sisters</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">330041</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kreKea2n96dXjcyAU9j5N</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffc34b0525b4d1a1d098881f7f0272d183db19a2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'disco', 'europop', 'girl group', 'hi-nrg', 'mellow gold', 'motown', 'new wave pop', 'post-disco', 'quiet storm', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9329">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30fiiwr2EeZp1tAhzYCmyM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd2db931f75881a4bf11033ba07f30da5799944f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big L</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">374322</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8752">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Xjo0MmVXZVCNpUSLPCogR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28821</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Addison Road</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dd658add5a5cbbd493f2fa74e758af76f753631</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8501">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bd5e86ede1ec1d9cc828e76eb50a46c00c9a2f2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s7Ro7Q2XagXEYhWbI9PHv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Schultz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67830</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/449">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a527816e4bf25f0281d91f6215bbe3f884df2d1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tove Lo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'metropopolis', 'pop', 'post-teen pop', 'swedish electropop', 'swedish pop', 'swedish synthpop', 'tropical house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NHQUGzhtTLFvgF5SZesLK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2116587</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/979">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qAuetfG6mhtDgsVIffWQc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd6b97affde2dc37294f8c2284fb2143fbe85550</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Boyle</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133164</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5248">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3107</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qjDKqoT1Psj40GF4ga77w</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4909ebe3564f97bfd6af85604ead9787ede35bdb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Planet P Project</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6478">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/138c970f18d99515225c9f8b00890710cbd20011</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic doom</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130027</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sword</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic doom', 'sludge metal', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0q32a3GRCjDxS4EIrC7YVY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8405">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nikki Yanofsky</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n02UdnML6G4wR162YsSRi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e538a53e6ba4c34de5836e66ca80da9e62570d17</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25451</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7551">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e2671d7319f3e8605cbf65e091a763607483869</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59879</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Friedman</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental rock', 'neo classical metal', 'shred']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5czW6bitDSKbNBNDizRT9p</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11279">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lullaby</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49e2a03fb7ba561a4a4814f3175895d8a6d20771</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UeobiVDEhMVvaUa5fBnbT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lullaby']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock the Cradle</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">786</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10536">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0r24oL8qquruN8gzsKM55N</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Leslie West Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66642773eaf00037959151824e9de2bbf65a5d78</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8723">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19975</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad65ce79cec592786bbb2815ab75be2b62d5efb7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxboro Hottubs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tI0Vj2FhioY8AKtEqu9d3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1399">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'hip hop', 'hip pop', 'pop rap', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369612</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51d3rUlLuMh7EW09aMe7yj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/190ee6dd8c41f65ad097df2629544a99f345afaa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B2K</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/976">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c97a63a34b00da981d37393d5c937fc301ac35b5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soshy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">717</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LXdHdzVmQV1GJE0EUxjFp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6543">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5INjqkS1o8h1imAzPqGZBb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian psych</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2758125</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian psych', 'neo-psychedelic', 'psychedelic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d258f00c11f658bc5d3fbe0b5491200996836e86</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tame Impala</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5745">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul', 'southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67ZoIyKhetbA0x8LHzUXuE</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie North</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e9a0900634c7b74448975e30f516927d9c025a1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/317">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Currington</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1456257</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1By9QBFnjZAoI83BZppHlt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b54b36596d1511fd262e8e60445689624cd1adca</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4935">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20192</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KB6LGMBaOYYYdvvgyptFH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'electronic', 'hardcore techno', 'hip house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f03e5fd2742e628d0f18fe9c41b509c0e62e9f8d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Utah Saints</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11351">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rochester Pops</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZrB0WzG0AGDD942M0GORx</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0338913a00cbed329b1294db3ac5ac4a481f2792</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7838">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60113</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Boland &amp; The Stragglers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'roots americana', 'texas country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b931b13665751f5f646c4cfd473fdd9400eae8b4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sX1MkGoDKuMzzhaALPFyZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9764">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/276b7c399241b13003d130fda4ade9dc9735046b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sally Burgess</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LRudrdHDsUMRKRIkXUTc7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical mezzo-soprano']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical mezzo-soprano</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6189">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'classic uk pop', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9287eed2acb001e30e18d7a8cd515e8f0d0a6277</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Monro</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06kr5yNAM2rOf4DXemM8fl</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130117</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2097">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FcmRWJUfnCuwoXE1H2b0H</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100630</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35516100374f34eb7b8504bda8ed146e80782ca7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Restless Heart</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10380">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/044468d77c6552a75e1ddd7386aaf70d87be6060</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78CiW0UJbHspFaVuVexOK6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85530</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Cunningham</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british singer-songwriter</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british singer-songwriter', 'chamber pop', 'folk-pop', 'indie anthem-folk', 'indie folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10449">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef09684355a52775e8ff4c9fc2d9fc35714e264a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british modern classical', 'classical', 'post-romantic era']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90254</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5B7uXBeLc2TkR5Jk23qKIZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british modern classical</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gustav Holst</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8306">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'detroit hip hop', 'hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c3037599c2a71ccef8e03c9e915d8387cf9dca6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77zgRkcehIGCAtROXkXkb3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Milk</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72692</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6192">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doc Severinsen &amp; His Orchestra and Chorus</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nlm633rZ5tt9cSjh9Oyna</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11144">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Re-Flex</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BsppdFTK1BO8tBfgzF5cN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">synthpop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2089">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luna Arcade</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eNcGigUaM2P94UFUCoIe5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/837">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disney</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">375835</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">China Anne McClain</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disney', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/131d71ed293b97af168575e5f60014190604e35b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SvFyXN6qzhw95Bj4HoevV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4442">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g3B6vce2x5AGRetu3ViYv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2931</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00e3482ec42c2ee7063ebdb70291903e80c3ada8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8243">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Joe Lewis &amp; The Honeybears</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4247183996a0bf59745b0d2343ac82b67c7609b4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53923</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kbzJ40luXJ5IKnSpWr7SD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'garage rock', 'modern blues', 'modern blues rock', 'punk blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7672">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bhaskar</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115057</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm', 'brazilian house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kT18gnkVrCz8xJQcrib7L</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6bc5b168f3c2be95aa8fc0898def1d6d8bfe5c7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1061">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Three 6 Mafia</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">568764</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/165ae96a3db4307de64173fa4e7b84a247784ca5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26s8LSolLfCIY88ysQbIuT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'memphis hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10234">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90dbf1f0832dbeebac65fe952311b55da2a1bc91</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1928</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Messina</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62MaT134frQwZdcvQcjcSY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3724">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2L2nmE6KywF9XY6wUnSEQj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Illusion</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf52332b36f244140d5167ad743ef96e1e15c325</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2967">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24f190abd16d4f3c5d166784a43a0dee277ab99e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burt Reynolds</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2D5bxrK8NJKmSymP9jfXx8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10070">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6724</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bace0face3827fbaf32d7c590c0307502fbfaa5b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0abFhp8sBMhKTXGR435YRI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stan Ridgway</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/410">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6759df8b05efa25245af87f9e49b261f8a07923</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6d47Z08T4snK50HgTEHo5Z</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">604086</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hyphy', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'west coast trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sage The Gemini</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6887">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deborah Silver</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vPj5INghZpO7kabvYCoQG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc976ed791c80184ca2cddd3ae68501c4ed0ca11</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2897">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Balin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77a9bdf16c737f3f5540c5769dbe3aa86757122e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LPqJnojL09mceIxcFwXLx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4654</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/643">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'brostep', 'dance pop', 'edm', 'electro house', 'house', 'pop', 'trance', 'tropical house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2o5jDhtHVPhrJdv3cEQ99Z</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75b06fb7f4eef88d06067ad277840ccfec3eb1b1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4564469</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiësto</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4219">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CL</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">426864</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8266ebffa50c5f6356b0a06a9f3aaa04270f739f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tzSBCPJZmHTdOA3ZV2mN3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8474">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque ensemble</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ffMbKIrSWo557U1wDxNDq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque ensemble', 'classical performance', 'early music ensemble', 'historically informed performance']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13400</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Il Giardino Armonico</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/896d848bbf7aa5eabcb0fbb50346e7529635277b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5257">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Stannard</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ouw69NWSmu44NsfbyeaQY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4216">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mega Tracks Karaoke Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76XE4h4VXk8KbLJallt9Ym</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1508</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f0ef6d226e1b9b722357d50a0d7518ce2707c1e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8127">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">riot grrrl</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4G3PykZuN4ts87LgYKI9Zu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/454c59d4d711fec5e37c545a99329b01ebe35ec9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WILD FLAG</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['riot grrrl']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15119</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5812">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9567079da04bf962c608d5a66b905b40457a878</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american', 'country rock', 'singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Phillips</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4O8NcI06slOnzcloI95qfe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3565</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10325">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4185</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0ec51c53ea06f0a94d508bb2b0ca1dcbd2f61a0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">oceania soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qmPsuVLBgel2EQA4dm7ij</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jed Kurzel</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['oceania soundtrack', 'soundtrack']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4904">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a22b84ecff2b3480a1588a9a2fa889f5ba06395f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3852</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Williams</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NVNbP5qYO9vHhOPGGuPJV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6898">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44LPOpECjnIlnwH91wo2ir</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e22525d15261705e8e0ba7fcca1c141e4f310cc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174735</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Sons &amp; Daughters</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'christian uplift', 'indiecoustica', 'roots worship', 'world worship', 'worship']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7669">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian punk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/995f0d4d4caa8ea01f3e435748663bc7cf8c5c1e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian punk', 'ska', 'ska punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BcAEs4W94BrXMmVCOgwSx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five Iron Frenzy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28241</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3778">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rock And Roll Dubble Bubble Trading Card Co.Of Philadelphia 19141</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64xeNKazHKaZtn9tzjKkNp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9737">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/935d55001e1c623fd62f0293b323162f6e84b049</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'smooth jazz', 'smooth saxophone']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74368</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Najee</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41F8cUV8LJGVDPNnj0ito3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4270">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie McKee</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dtJROxWQe3fxxF5t7o67N</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46219</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'electropop', 'indie poptimism', 'post-teen pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24cabfbd5c5a6e866c29f2582ba624d691f1c949</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8632">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11536</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fiction Family</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcfeaab504872ba5942838194f697bfaef0efe9b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bokLXmltodf13GHlsiQD2</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10184">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Reddings</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25J2zw5Yzn51UowSvGjUyJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'post-disco']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1960</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f475181703490227e08e08e27cb58796c22cef1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/380">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Riback</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02ce4ba58ce9ad982a21388f94b8fe611089a3be</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melbourne bounce']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33JQK4UoS2aMPYBfdB5Ftt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9978</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melbourne bounce</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/648">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Craig Morgan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">522119</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ktyNEnEukKzskQEiXgCFD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5faeecf30fd8a3df2fe7445b325f8805758160c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9676">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BWfZGPtsjRlRp7JTDqI45</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6aaa9c3f2fd19247aaf26a02b56bf984fa3c7220</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233750</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boy George</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7158">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WMCrmC96IpOteF4W4mZ3v</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18563</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Metal Allegiance</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9abca8145195d103831602a6d8b9ae3a508e0468</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2563">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wJ9NwdRWtN92NunmXuwBk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'rock', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332892</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b95bff4977b32add30fe296517b0ea9f7fb92d1c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orchestral Manoeuvres In The Dark</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6149">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eafb2397a617edba1ba72a66eee8c6f87d030f19</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Marvelows</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UBLqIfKvD6GNuZefZQ504</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'doo-wop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6131">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12808</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Major Lance</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3aa9ccc7abc6457f6636f235692a0b315b59d37</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'brill building pop', 'chicago soul', 'classic soul', 'motown', 'northern soul', 'rhythm and blues', 'soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7onp6ew3LGoQImTt1I78gt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6828">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Zu03OgBVxgLxWmRUyNOJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract beats', 'alternative hip hop', 'chillhop', 'underground hip hop', 'wonky']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract beats</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Knxwledge</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ea2074021da2b11e6d5846d4da22906905f43b9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77645</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/285">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242700</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lRH2dgU5Kk4Bc5phmII4T</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'modern country rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LANCO</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/307a86085f448e7efa39319159639425ac5639d0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1070">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1953bc7b2db5ee23de361348750bb34d54267ee5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f0hUHWLOCxCSDQMtdVAS7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128537</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shwayze</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/456">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105286</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/521591697be2f54f8a85aa1a7e3083010a846e3e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6y5amJcTjeDgLXIjtQLMst</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/491">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5a2EaR3hamoenG9rDuVn8j</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0040a9952a800042a6e85b2ea3c3b9cb6a077edf</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prince</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3739133</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'funk rock', 'minneapolis sound']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7105">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44c02a2c50e101d2c3fdbe9161a9627ae6e7b5d2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KVnMm856M8CHHBCw53Ihh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">248903</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie Grant</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7983">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GoBkSWqd1pb7gzf6f71DS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17724</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deon Kipping</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16bd007e6e8ba449c9ea61dbe7386a086e0d022a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5584">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13564</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merry Clayton</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71cyZ6pH0KrM2MdtO8RGmy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c40f4e1bd93a7d36e9a4ac8490aa267f8c0c5c86</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6771">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'dreamo', 'emo', 'neon pop punk', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Acceptance</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zCbNayYzorqdzd9mPrghW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40271</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ea9d991ba2d6e8c5f2e7afaab404630dc10aa99</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5539">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/915fef4ad330481d542407e731468914ced85069</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nick Gilder Sweeney Todd Group</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5laSKCmynPENnJNDw2sJGX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10225">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lo-fi beats']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55ZGP7wiI7sIfU36CTeBzT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sad boy with a laptop</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lo-fi beats</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e54620c69955c14a3fecee4fa730e54753450f7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19075</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6129">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['song poem']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie and the Treasures</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">song poem</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45ThJBQQM8YfsjPMgYXABQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5537">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62a9KhMxJXITvzjLR3nSw1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leon &amp; Mary Russell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d99b33e747e498ef0a23c2176f9a28025ca3d16</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9804">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10d13d073e1052f0d5676be08c31d03446ce4021</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2r7POU2f5jV6x3k4vsNwrM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5317</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fiora</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal trance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal trance']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5883">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c683f4eb4df2c0e07267722630e327a65524743</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cPHFG8We7A3dWUw0ajXgP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peggy Scott</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">246</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10422">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gl6pfPwJ1coivVUMZPiS9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Wilson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be4685b5a9fc613afde142972afb3016ff5ce3a1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17147</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9586">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FUYJaV3EXmjoyBK7tC6ZF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10895</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3fbc17afd2c16da8c6386cd2e66defbbc105be4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mad Skillz</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3150">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">forro</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480281</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['forro', 'mangue bit', 'mpb', 'pernambuco alternative']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alceu Valença</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559vxOLTzlAv0zB77JMcdG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af01f33c525fc74cc996ffe1c1e29afa9f2edce5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2964">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88089293390d3b111b31f679cc48e1b0e5915cc2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ali Thomson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57BUG40Gg14VfiPiK9KedB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6111">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ec098429d8b6448e3d4eb1ba59bb41ac5d8d79a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Five</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4948</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XICntAIOLc3OPozkykv39</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5534">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79f9ed0573c4826e74f70f49cef2b0a2d1a30e8e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CcCjcUlXVAy50DPkGND1X</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Attitudes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10752">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5da062a7f2726c59d0647e5e3ce19ea993a803c2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RhkwWJlhlHaStiWkg9JDg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frederick Quelosoug</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4022">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36hwOoNPgnsKnhoMBYpJrJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slim Harpo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25154</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe55034b68e6119e4231082040ab8a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'electric blues', 'harmonica blues', 'louisiana blues', 'rhythm and blues', 'swamp blues', 'traditional blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4881">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aqxRpXub8Y16gre8VUUao</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">W. Collins</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1696">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7912a1e12fc68c9e662d64149bf97d0a7a14b1d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214366</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rEzedK7cKWjeQWdAYvWVG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'bubblegum dance', 'dance pop', 'europop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5821">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic rock', 'country rock', 'folk', 'folk rock', 'psychedelic rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fde2d378f9a73bf0f9c1448e5429bed458a1aaa</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Youngbloods</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46764</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5I6MzhNEMk27cZsCqGAIYo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2714">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">364</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orion The Hunter</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76ZXjxY5W628Sz7vTgkxTZ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8910">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">prank</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83b3a8ddcee08d626724fa154e9cfd44c5ab8f77</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['prank']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kW8IMLOb0dkOdilSpkvgL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy D. Mercer</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9884</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4150">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gNduPlUGHsgy1w7f71obH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Swinging Blue Jeans</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29783</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10f3e6460ec252cebdad4249700930c8f612e168</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7797">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Nile</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb5ae1b896a3e1fec0c0af56aae7d5b9c09e1705</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42chtGdwnAdG2TECndse7J</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'power pop', 'pub rock', 'roots rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6769</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3669">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V2OU1anuhDLgnEz1rwP1K</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Deal</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2219">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip house', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rd Bass</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54983</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EFL6smxzRtpwlQvZFldUc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acb236f47d45844394661d0295f1f52276e6316d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9662">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41GpufYdDwK1QayFzKYgzP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b brasileiro</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nathan Barone</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28812</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b brasileiro']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f99486229d7d3e8fc707d2e946030ee7ae64d457</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1268">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129523</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AllEJE7mVkhhyUV6DjqPz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D4L</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c0e6450f325451431ce7a9937ab6f80427e9443</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4873">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28Twfe9KK67NwoeGYPF1Nb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aed08e58ea55dcc1dcf5d158059be04366da443d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Dofat</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7786">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yimluzyt2ZhLaha1KX1nn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic death metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f6ae14b3171c9bc568019bb7c2f0641c9d63123</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15501</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Battlecross</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic death metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3884">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32988</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zmxet3ZPdSmL3Xyv1Wegb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Buckinghams</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48ec2494ff41300147a1969a596bf49c3d805d11</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/248">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234780</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63nv0hWWDob56Rk8GlNpN8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32dbd227fc8cc94fb7ec9ab5bddc8e9ca72db125</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['movie tunes']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">movie tunes</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Greatest Showman Ensemble</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/690">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bon Jovi</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6309464</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/255476a832d9647d73ed03ae51727cb911c565df</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58lV9VcRSjABbAbfWS6skp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5787">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Rowles</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2964</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40f70JVK5anPhD3fGoXkra</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3170917b1ddb31c46339ef74eefa7d2095031e7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic nz pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic nz pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8219">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebecca St. James</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SaELUYn7deVoQ9kGDGUD9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27e5aca12ccedeb4e80c6f463adf5b793ee5efa9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58949</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/608">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maddie &amp; Tae</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">413710</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11a14ed3d90bd8030b5820291093aaa17c560951</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34bhyY8jfKez7uKakMfy4y</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/895">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YJMzGjAm245zwJooY7PEj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'neo soul', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314225</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chrisette Michele</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0819c6de52ac8e84ce91191c3a1614791065a1ff</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8605">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie "Prince" Billy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zAvisjImPICTNsRgagqlV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58346</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'anti-folk', 'chamber pop', 'folk', 'folk-pop', 'freak folk', 'indie folk', 'indie rock', 'lo-fi', 'melancholia', 'singer-songwriter', 'slow core', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/905b76919774d4458efda931f2ac7e869a3a912d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11497">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BhbugBzeCTGXlekhrCnU6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tateeze</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/19">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cardi B</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85145039b32b56e911bd2ad39f28f96277aea9f3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kYSro6naA4h99UJvo89HB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9171155</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/23">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Khalid</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8044701</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LuN9FCkKOj5PcnpouEgny</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e52c824585bfeef4d674b509437120805300f557</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7619">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1bf481a0b6b9b07bda414eacb2fa722c846e56c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atlanta indie</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110594</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Lips</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atlanta indie', 'garage pop', 'garage rock', 'indie garage rock', 'modern rock', 'neo-psychedelic', 'noise pop', 'noise rock', 'nu gaze', 'punk blues']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35C0NSLogAwImm8HAMqEmG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/994">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60c61a1e13647533f3a10532afd4228f60e34b9b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74eX4C98E4FCrAMl39qRsJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian metal', 'canadian rock', 'nu metal', 'post-grunge', 'rap rock', 'wrestling']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Theory of a Deadman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1082573</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7600">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZJC8cLts8Q8s8JbNJKsLf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33d6c6a80702813dd9f7925f5799f57c2f5cbdad</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61274</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Format</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11361">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of The Motion Picture Rent</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b6c2c356b9d354c1aeddeef627087cd0309fb09</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6915</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vLVxKPowMj14Ou1NNUxuc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3065">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bGK38Qvf603fcckzUYYui</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whitey Morgan and the 78's</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'new americana', 'outlaw country', 'red dirt', 'roots americana', 'roots rock', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48105</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f84e7625d63a1849ad26523f2ee1c67175a41ee0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3731">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VePrTOSgCLcaBecBs7i2q</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Winstons</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3318</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/127a76ac25f5503bf6391282ae63006aea816acb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1336">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian rock', 'neo mellow', 'pop rock', 'post-grunge', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8956400c14da719db43408d67eabde06a0fa2e9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S58b0fr8TkWrEHOH4tRVu</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Switchfoot</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467736</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11080">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OG Ron C</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cadae68dc032223109446c1b050a6794b01dcdab</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'houston rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LQF8AgyQUgLfquM92Rx8N</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18366</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9222">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'piano rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120130</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1e76a1b084cf325368b46145ed100af9c7abbf4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0G8zjE6SsFTlbglCkU8pm3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starsailor</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4744">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PUzVXdNnsJGPDTIU7xvqu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep groove house</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Livin' Joy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/173473e969b9b4451c20b60f24cd668007b1b8f2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12323</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep groove house', 'disco house', 'diva house', 'eurodance', 'europop', 'hip house', 'house', 'vocal house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5757">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/accc2eb3757130b2c7ea62e9a7ecc7ae9d677e18</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zdr2HpUrWzxK6KAD8r4mw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audience</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1795</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11469">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Roc Project</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep progressive trance']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep progressive trance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24b0b39c9051e68ae1c41565e0a3576554d3317e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">246</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UMXN6PGxu3uqDwpBSMn8A</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/235">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Blake</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f610393d27956d90e8bdac11e0975c971187b5b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53KwLdlmrlCelAZMaLVZqU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b', 'indietronica', 'uk alternative pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">882490</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10681">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe NG</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/977efdab2939a82519bacbb61d4cef862b01f4d7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1043RsRxMnRzcJpFgIrSF2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9038">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">341</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brad Cotter</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2v2FSfSLrwGrCJC8gqNh3f</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/125f9eac8a168d5d8979e89cabf3dbe55ec2ca45</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7813">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Almost</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5X09SRt3qx77eh0XRreLjr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock', 'dreamo', 'emo', 'pop punk', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eccf3bdfe23db223a3c81b3f166005e62e78ddc3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49504</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1011">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Veronicas</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">544001</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00fd6e7648da4bd7c521f2b2ead190e7cb2c85ee</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dIdBZaaHRW2bDTkHNfWln</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'candy pop', 'dance pop', 'electropop', 'girl group', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5966">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JeqRr8Upw5uxLEu6jgIRm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d27acfbb5b190e3c114fe31613e188fd010b2f6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Cosby</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19794</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1559">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">347459</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KWcq2E8ejxp78jdfpCd4K</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86897fa97f793dbef565ac8c44b0d5d19707079c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KeKe Wyatt</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5844">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flying Machine</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FN8edjtVsDXlyAPN7GA4H</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed80f9f19f8deb18ec8bd30b0dabcbca8a8e670f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9265">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8276</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Screwball</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71b5622186f4274f430e3546c4546e9bd46c0835</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gWDOIgkiklsoggs6UyZXD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5012">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb7aa33ec56a4d55a1a7f40101aa38815713af64</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EwkW1WvC9vRyTz5ThNhIg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dino Romeo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5117">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d93dffc1ac7718df2f77af496590bde308126d59</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47qTcvYlqJGAEsCI7BcENC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76319</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T'Pau</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7059">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337705</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic punk', 'alternative rock', 'dance rock', 'indie rock', 'new wave', 'pop rock', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Violent Femmes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rpMdBzQXf7aYRnu5fDBJy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44fe4ae0e95aa22f1c2136b0696c5278d42e41f6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9761">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical bass</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willard White</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">508</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8265946feaa4d816b1cdd1e7b8c6667e3f836b94</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical bass']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vteTJJmyFSu91w1rxv1Xv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8156">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9ea7307539a32d7720b738439b4f692e9ead9d7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59OUpsEQlEUXDHVEOPQ7sC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22622</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anúna</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3274">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8808defa11244de088963238f8bdeb139c0bb65</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Kfrmups2Z3ncDQmNS5jRc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ramsey Lewis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'jazz piano', 'soul jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38125</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9264">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41093</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'trip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Kl8iFAUJmtmyP1Sab1paD</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poe</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8cbcda9a23a70e2fe45907a7500a3936eab7b81</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3031">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9117727d7f7b2e4ab897aa7922b45b7866b6168c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EmwLmcnlzIDxGfj0KvoDQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Ford Coley</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6344</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8645">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44c74bd4d1d68ce6522f49c829624ec5245ff564</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ws3s6lSP4Un8kQf8CrAta</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Tedeschi</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80848</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10392">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dexter Wansel</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7azp9wRyXcxIq5vZnJgYvt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13327</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96fe548881f87f9b583ca9aacd2a93970ec4c93f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'jazz funk', 'philly soul', 'post-disco', 'rare groove']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9994">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'gbvfi', 'jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9329</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The dB's</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CYmYyxlWBVY80Kvq5lTDg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/649e6ca32f09bf8093205ab5c55af207ecb9f630</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4048">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Jimmy Dickens</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nhi4qhomET7CUCXYhbAlM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb572664628392f94595783285ba32b53880bbbb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3121</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5190">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382046</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'electric blues', 'hard rock', 'heartland rock', 'mellow gold', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4n31svBA9GGIYxGxgrQaRK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Thorogood &amp; The Destroyers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/624d57ce73da2a4096f5111963966f6e41510319</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9021">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d42ddef1a1fa1d2fb077caafcf48f4978855ec</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JJ Maguire</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FTx4jXfePAqUCG1CljnEt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['wrestling']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">wrestling</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10387">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2dc42435d2d01d9754166420bf2056d4438a5397</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Tuna</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36345</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'jam band', 'psychedelic rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tOrTQaBRD5yPHqbEwsRn7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3108">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Valli</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f7c3860146e9289a934c5af32cd53ff12581948</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CDKmzJu6uwEGnPLLZffpD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88384</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1129">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">393</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">HollyHood Bay Bay</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b13904e4bce44f68e2daa036d89c9630323da443</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UtIeAxtrsrRM0sV7Q8cJm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7678">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HySSUk2KthFj3bd9R61ql</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67278</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scott Stapp</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ba080566a5231f2af388eb8c8ffb81237008344</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1354">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247479</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beenie Man</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'reggae fusion', 'soca']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4L3GTE04bW5N7azA9QPhjA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad0c03dddd5988d62840c5d39fac4dce2af9b8b0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1275">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian ccm', 'christian alternative rock', 'christian music', 'christian punk', 'christian rock', 'neo mellow', 'pop punk', 'pop rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15ae3465f22a282d3d7cd40f45e768437c0d2c74</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nJWBJvK7uGvfp4iZh9CkN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">257024</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Relient K</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian ccm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9459">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e27230d1ec3beefec6f2412871d984206685b5fc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4si2hG4wVEeOD3BIZtUfYm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cocoa Brovaz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12985</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7293">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SmFJf7fxX3J0xXP0IlwK5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessica Lea Mayfield</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28151</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c236429bb5eb625d4b0b8d19834e66be090f237</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8404">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Expendables</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139693</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OpHxx1SArSMlBrIMM0aV9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc1b92f38c5a561fbd8f52707137667f939d11d2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/784">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01725ba396132ac8166d89d5c5d9b4afc3b83229</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">733968</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'atl hip hop', 'dance pop', 'electropop', 'escape room', 'neo soul', 'pop', 'r&amp;b']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ueGR6SWhUJfvEhqkvMsVs</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janelle Monáe</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8604">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WWuo8k0komiDBmtec6gHI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11879</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lynda Randle</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9bea4a21a5d8027537e2b1df82ecb318f3c7b44</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9486">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66876</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db5e7ab30c2e5662988d489334fbee00b9b2a257</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Psycho Realm</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WelTIRY2ET1Xhze34RVG9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'conscious hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4601">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">598</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d6091cfbf98a0054eba2a7a3908b78930fbf492</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ihHolAdjjtkPQNBV3dwwX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Digital Karaoke</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3567">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15i1niWKFEj0zqnhtYAv7D</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49d59a0f47d8943c5fec7a0a937faff939935b81</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8th Day</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13030</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jewish pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jewish pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1132">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BEI7i5sgUuivcfwXLzFmM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bffbb809620f4f71e056384cb2591de117cf2472</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Serj Tankian</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">493404</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5770">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'hard rock', 'modern blues', 'rock', 'texas blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Winter</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49d41e640134e0247ee9f6cce849bc36395273bd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252457</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ODUxmFxJSyvGiimNhMHbO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/841">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yxSLGMDHlW21z4YXirZDS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Black Eyed Peas</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3646912</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/310a6ff93e35a6c86e5eccdd1fbab32753288476</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5882">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lovers rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f78e60da4c61ce18cb87ec31f841369b14b271dd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lovers rock', 'polynesian pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13079</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Lovette</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Fd1nidunOjfHBD87iU1ZI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2434">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c343dee11668ef91feea2866500b03cd8ca001d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie Jackson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'motown', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yaixhgm3yXxjhJAH8SZy3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285316</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9687">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19797</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d4fd4d382d4df4ef7bc5f109bcd35f6d5ef2cb9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zAhmxuw1F3HmulPuy1RAb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Connells</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8165">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61172</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef77fcdc71779dc26013b50cba9ffa21500e1679</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zGcYBjlNOMSVVrl7ZoGsH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zee Avi</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'malaysian indie', 'malaysian pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4756">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1984</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merril Bainbridge</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae7270af276398345772d378ee30cc5e1e0e79fa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lSDlT2Z5EvUGNIl7WQ7k0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2326">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'dark wave', 'gothic rock', 'new romantic', 'new wave']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zeHJIIfNStVfxlbT72UwY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103634</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Murphy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25869007e56dc1dffb2fc4cc302bf3a2e78951cf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8898">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bK9ROfCCo2WEKo2QtD6T7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ann Savoy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46599a5b61d33e3bc02f6ece2c4bcdac15306c45</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5130">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock', 'dance rock', 'new romantic', 'new wave', 'synthpop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/199151f4c01e664b6d429e4e1ae991cc6aaa414e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27894</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pseudo Echo</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FDW3axHactZo8HU0OnNVy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5644">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">869</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Thomas</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cNATqRVaGVLHCw741VJGy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fc1e80dfdc7399ef3846180fc462f78878618cd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2390">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33095</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b6b9d7f274dab61f0b4c6c6eddbf0ac209e2adc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Tvos0a5rRrBu4Oodu5f79</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julian Lennon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3448">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a78d07303063f34c6b0a5a1e51d50b5743a4b927</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BQuE6omosYoTziEiXI8Kh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steely Dance</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7128">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Oh Hellos</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Fe3pszR2t4TOBVz41B1WR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indiecoustica', 'new americana', 'san marcos tx indie', 'shimmer pop', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155703</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e619ac853c50100396b77183bcf6b2b1246d65dc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3011">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236948</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Molly Hatchet</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZqBwBVB3dsYWL3d5Spi10</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2203a2f8b70a214c9d6a7c9f7e9f8cb5ade95d96</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'hard rock', 'rock', 'soft rock', 'southern rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7262">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4N5fp4zhTsVITZTVfsXpc2</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Víctor Manuelle</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">665478</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c01e4357a7bbdc1e3eabd3556fbbaf4bd63f2eed</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'modern salsa', 'salsa', 'salsa peruana', 'tropical']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5990">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QowGx6fhL4qXLzBgRZISj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roselli, Jimmy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10946">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5510</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5D3YOC6ffqe2wDikuU9ljG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7be0a239f31becf9e8382c6368c9eb595063d32</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Riz Ortolani</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'italian soundtrack', 'vintage italian soundtrack']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11149">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mGgTAMAYfdo5bSTHw50q1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Lineberry</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4297">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4a66b28087f48c6eba9edb39b2a3be0f93646c7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1346</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38HLvImZzo6ryHzo81i8EF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Party Machine</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/340">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Revivalists</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207965</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bc3bd0c863629458812160862ab4b2e3658eda0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kuJibJcwOC53s3OkoGMRA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'modern rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10959">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iRZAbYvBqnxrbs6K25aJ7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6f7dc3c16f95e6df120af205d4007f518b01e0e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dave Brubeck Quartet</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109472</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5142">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ric Ocasek</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5649</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c62b6e4e4a87f08e0249090813d17fab7d5ff81</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iTrwmoisuv7HbdY5tTVUt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2596">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kFyhQTV7cbd3iSYW2yt1Q</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49465</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8c7c95b3663fc79c73f062547cd928feacc4b01</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian metal', 'classic canadian rock', 'glam metal', 'hard rock', 'mellow gold', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Honeymoon Suite</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8257">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ella Fitzgerald</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c1d23141059785c8a863137d176319329dc17ef</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5V0MlUE1Bft0mbLlND7FJz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'jazz blues', 'soul', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1395733</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/369">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darius Rucker</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FY5V3XMwlNBPitEjXowHQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1315292</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff980d04733dc5ac8e399cddce9dfa74478ade47</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2457">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new romantic', 'new wave pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07b26671e20d790ac68dda62025c23f2baa2ec85</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bros</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23924</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LKrAJVB1842xPDvx4uuwU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new romantic</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3762">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17vIaBTHJOVxnU4v7t1DiY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bac7fff3a565e0c678d0e5bb72cb3b68b685a7b0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1910 Fruitgum Company</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13752</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1133">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wugb0kaq0J6nyQ5Xgd17i</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90d6a2f77dd278db946f2b7699f60ad07ea9b989</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'girl group', 'indie poptimism', 'neo mellow', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aly &amp; AJ</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305286</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9694">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wKZKjNTOtH2vjxIsUBZqY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21510</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/752f505f8f47181e0d1feb48f17641ef21cc183a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carlene Carter</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/21">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'trap music', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheck Wes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RDOrhPqAM4jzTRCEb19qX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">620853</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0f2b79210f155ffbc25a5a3900d3918566cec6b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/729">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lord Flacko</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XJdV8h0NLbf3CZdfwX3lg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3971">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4381</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vWhw0XzIKRr5YUsYB2w3m</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'northern soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be6f9da7f168f3bad88c8e4ee804269e75557f01</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darrell Banks</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4232">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Popstock Productions</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64Ie657ujGDV9tLRMR4K2q</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c873550d7fac37c7dfcd8dea300f1867e8237654</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/529">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8658b41e777f8d1e3c2e05bafa1e07bfd43e1ec9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394018</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep underground hip hop', 'indie pop rap', 'pop rap', 'rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z5jUyiNvFaqp0EVyLNf0p</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Futuristic</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep underground hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2919">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Vaughn</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZzOIAEw7joAghyA80c6D0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'ballroom', 'easy listening', 'lounge', 'space age pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08be14366ed6de947358d9dc0b574aaf36640db7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19502</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1225">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Krayzie Bone</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8315ad73b0ff792f347a2d2e89395b2bb4df7fe</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140999</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53B8dEQzmtefvkdCAkO0YR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11136">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zPJRGLhw4sefGw51t7KjI</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stanley Clarke - George Duke Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fdbe35bba5903d29311bb58bbfc8724552d9432</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10543">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0694abde5f67eb46b8acc7b75654de2c616d5aab</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Babe Ruth</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9080</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0U04xAocTetRnA7v3TYQ2i</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bboy']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bboy</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4718">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/215c26ee517c4faf54722335cc79f375d178fb71</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ubvmshojm0HJHWWr4C6GF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elmo &amp; Patsy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1385</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3414">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Goldsboro</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06d38d3736c5646927e56769e8a7df965e5643bd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51873</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'easy listening', 'folk', 'folk rock', 'lounge', 'mellow gold', 'merseybeat', 'nashville sound', 'rock-and-roll', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gPEo032lzARtzuVqJIm9o</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8753">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">438959</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mYFuz6iY7D9X78rOXg5CG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47ac0433afac9dc6d3252f097db900d45abefa09</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop', 'mexican hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Akwid</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9152">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Crimson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6967f333710024d3655a9d7b070bc360b9c84ab9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">315574</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'hard rock', 'instrumental rock', 'jazz fusion', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock', 'zolo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7M1FPw29m5FbicYzS2xdpi</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1367">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'old school dancehall', 'riddim']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1K6FlvOftq7555uvKY0m5v</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kiprich</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13389</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e08aa4d861adb20c2685848c48ceebe4a58461e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/218">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13025240</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YZyLoL8N0Wb9xBt1NhZWg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a836196bfb341f736c7fe2704fb75de53f8dfbb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kendrick Lamar</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/900">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OkVmXCnj1BPjTf5aihiwt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e03736985670c40b76955b5eba23f08098935a98</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6746</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DCup</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1361">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terri Clark</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HLOP0AdsaWe5Pt5TNueGC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f1a07cf93c6a1415488b3286378da3f274bc68a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian contemporary country', 'canadian country', 'contemporary country', 'country', 'country dawn', 'country road']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240794</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2588">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'heartland rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fa4e15fa6b548522ab1107f753162968363d729</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Cafferty &amp; the Beaver Brown Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9551</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qwERxFiC8zCJvnVI8Zkl9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8227">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Parry</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">591</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/280739f001dfa6cbd0c865f151b4ebd2270d8cdf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dfDjeZroUd3LWmSFrAZCD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8033">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251951</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sFTupo9UGgrujjN21BjwR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electropop', 'new rave', 'olympia wa indie']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3f20b0fca463b9e86e0962df199ba82b2ee115a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gossip</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2312">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">437</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3797rmDSZ9NURqQjo5j21N</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/754caf2f17d46679e27fef250b04472bf58a42e6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perfect Gentleman</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11211">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BeatRunnaz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vtnVU0zOWlN9R4OOz0IjC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/183d61e46ebd5031a183ff9e8fdfbf0112aa5972</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7635">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/179d73a3ea36e0d591495d7fda0361fe2c6bfa01</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Grouch &amp; Eligh</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6atrA9ysSgjJXw8NZH0vjZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20004</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'underground rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4224">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Broadway for Orlando</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7056d232f87bb1b300380c921f5101ae4fd0d685</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6For8X8tvxvDol46ZOQrtr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1457">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'permanent wave', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9293205</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nirvana</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6olE6TJLqED3rqDCT0FyPh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84282c28d851a700132356381fcfbadc67ff498b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3869">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruby Andrews</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92747ad4f17d50adac58413c021bc402dc7cc8dd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'northern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mg8nnhxHsBOe2lJHQvGdH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">963</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7701">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92980</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anoushka Shankar</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sitar</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/398bd2c3a0a05918f23c292e7078eaba189f9c12</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MTByljF8u5omBltY2VKPU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sitar', 'sufi', 'world', 'world fusion']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6116">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2051</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">space age pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earl Grant</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d3d959123871fa0de03d59ad50f89e48b674639</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0k3XbZNQTR8KVW2yWyJDDx</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['space age pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8912">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katie Melua</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277408</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk pop', 'vocal jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uCXJWo3WoXgqv3T1RlAbh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83ee7923b28dbf47ae342aca1d75679fb263715f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1092">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Holiday</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8a48dd66904570087b66f1196b900554aef78a0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824283</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7G6hXrjGpi6I7waNl4wxAk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bassline</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bassline', 'dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop rap', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8633">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42561</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scottish indie</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d4bbd24ed589e8d69a24cfa36915e904a7fd3bf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glasvegas</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scottish indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">478peoEkoKPsTgRiVzkvPl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6493">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa0ace3c6c850f28846bbe1847e2f1a13048572d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sG4zTOLvjKG1PSoOyf5Ej</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandi Carlile</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk', 'folk-pop', 'indie folk', 'lilith', 'neo mellow', 'new americana', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338295</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2688">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39c58457040228a05233076f346c28bc531cd794</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24035</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GpIeE34rBNFppvYsWle9c</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'nederpop', 'rock-and-roll']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fortunes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10717">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore punk', 'power-pop punk', 'punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xWO6nOrnGGL9hfB2vWxLI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23525</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dickies</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/021f7d9f34dcfd74bf9997ef12dbc1d74f85a275</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9635">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e35abf7ba6a424ae41f1965febdff96fa7f2d1e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tnqDBIpR7lQ0PuApVom4b</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syun Nishigaki</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2767">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hi-nrg']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hi-nrg</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Sembello</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f545777994a61365718ca313df3a6b7f754d38ce</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">771qBvjnXOH9Azr6lKy6FB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29333</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2545">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Georgia Satellites</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7566a85bd529cdfcd242491eb4a15ab3d3011061</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'hard rock', 'pub rock', 'rock', 'roots rock', 'southern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74647</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hnzQ6eCFkxUIPsVcsdj8A</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4940">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5huMtuPNUReK11RrCYwP0p</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b54f278179f686b79bc8f936d2d4549a7a97d16b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler Collins</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10797">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72af6e5dbef888e66c93de4a0c0adb0d4dbcc0cb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Lomax</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lGHQf7rzLMpTqlfGwIE9O</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">850</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4643">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72eP0W3rIhkxd0NHGg4w4u</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100475</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B*Witched</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'europop', 'girl group']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37d71cf596c303274f5f5ab80d071a1915b5b73a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10658">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canterbury scene', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3996</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jade Warrior</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de74872a29772ac78b78f4bca299a904881b0a28</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canterbury scene</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EM2kLJfgXV0KGffb0hW4a</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2876">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'folk', 'mellow gold', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eEfMU2AhEo7XnKgL7c304</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">978806</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carpenters</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed45f575339b044d7168780a15ff457b85be851a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10900">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XQ3ngB5YZ4XjgsZhDI2vC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26a9b0c532db0fed710bdff5f84ab13f930d0a78</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Myron Cohen</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6028">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14h0UcPJlGYv5Qrjp7m1jQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b4c883da0be90430fc86d2b7cc710e3017b4c0f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10007</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Greene</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11244">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0e59a263596f8c98923734f48a74d11fc60bf83</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dIzGSHkciATTqFH3Xox5g</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Weissberg</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3247</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8665">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50823</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4v4xuH9VypORYabMnhPLt1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da5f4b11c665b4d17c7ed24eb23949c046208dcd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jem</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6119">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/595d4a42422633dc8710b4d82b8c1fa12eb1f08e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10773</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3igRFmvurYBLvQ4aYliwXg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electric blues</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janiva Magness</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electric blues', 'modern blues']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11049">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Musical Cast</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11647</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68d385b086f5e154f8b7bd9908ca636ed02beadc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68yrt3sld1kRfouh1HwL70</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2019">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92307</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2p0Hf0MF8Nw8lwAXokczf0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smif-N-Wessun</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'turntablism']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8865dfec4bd7a325e3e1dcf63ebb1ca234539931</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2415">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59361</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5e2d29c12925e1d5e36c75a2080b07acc16cd16</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1L0y9srZMyh9XUnYGv37IP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">'Til Tuesday</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10623">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PVWbRQch8HtuCQAxbuRLh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e4cc8bd9f0c1e2aa322d08e4591dcf7da3f06b8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodney</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6255">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dUjEJQQfxPg5cffm6ky24</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank Jacobs</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b78e13582e361d868a9dce69fcd761546c12403</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10322">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8012</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75427f3a52f973c252511d031f8d543569bf754d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louise Goffin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03sAQYI6xlXSc3bsFU9RCC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/364">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2000309</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0a1gHP0HAqALbEyxaD5Ngn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rascal Flatts</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e1a0ac507aba697f5562bd772ca1d411cbb31dc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6200">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa41635fe4d492d00a28f6256f5cd44db11033e6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Freeman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3898</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oMWW19j0AXl7Sy4Xn9rmg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3221">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country gospel', 'country rock', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dmeVSH4lJqxXU7C87dKIB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">257930</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tanya Tucker</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff3cd600f10b0a77d9cf6e0762e22ccb63ea5951</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4483">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45930</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Cabrera</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cecec4790a0ea35768cd4d40038e231c7f630fc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3C4t1usFGoKHCSRdujm2GN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8192">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c4050ac2177e45fb1d97f54a0ca1e2d2c49cfca</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">460</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LoAZDJfD3SGjaKPqs5wEn</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Baysted</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8564">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72ba336a6825404af301a097e720a0e7b1e82682</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'neon pop punk', 'pixie', 'pop emo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26751</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Friday Night Boys</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LVtZP0UUtY35ptAnntYsT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/697">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trevor Guthrie</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NXk2pLFocS2OkNdT7ncBt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8636</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91f5fdddc1b4cf042106260e55c28048c3796e5d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4063">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eCYJICkuyACP0y3RJK62h</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeanette Baby Washington</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11235">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crookers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3o1cwVQfiDWafhYA02k13C</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fidget house</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b2659513f22ebff139cbb2a3c6423588073568a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65979</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fidget house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9689">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98219</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xyaria4AcxjRuJZLkWvMW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guru</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ab99ae87852e120135e130e26a30c6aa7f38353</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7796">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop punk', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e44e2fe40444d8ae3865bd07924519f8637a904f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242547</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hawthorne Heights</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126FigDBtqwS2YsOYMTPQe</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4640">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fastball</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cc20f7261d6f230f49f18d03cab4d941f253682</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock', 'post-grunge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FtVJzRtpQpU61nBwB7cKN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82996</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6718">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NKLdIo3FK8SkJIkZRkM5O</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Feek</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48fc189da05b3e82af8728724f32166d62ec397f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1212</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1995">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MhMgCo0Bl0Kukl93PZbYS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3fa1dd751944a695df05624d4449d2862dc8fba</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1503510</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'dance rock', 'electronic', 'garage rock', 'indie rock', 'madchester', 'modern rock', 'new wave', 'permanent wave', 'pop rock', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blur</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1190">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26a9c3edd98590a677fc6994a36f58285e02a653</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">400</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1k92N0jplAxEijUxiecNDk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toni Halliday</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10341">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LtESXjUStRZLNHKASmIv3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16924</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eebb78fffcb3c08c02271b8a48b16c92ce915584</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lowell George</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11146">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fundisha</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rh2u7ghM7Dw1HnGmuBeSL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d04e6a6adb4c6861e3569a233f270204d0328813</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8721">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WM7072AVxYse8jthvfKAY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4823adeed302ac0d405313b0133f55b4886fa9f3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Hunter</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10888</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8300">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2ea54417af4fa288ef413183f6bf53374f8a283</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Brown</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ssIfCr0vMmCuesIw9U4eg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">go-go</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['go-go']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16174</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2100">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22e0b38493b8fca2114f7b5aeaa139e68cc68dab</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21638</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'boston rock', 'lilith']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Belly</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3h1HOgVmvPlhqjz8o3LglL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4158">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb4f93b493181dc20b24889c1f3c136e1ceb7c05</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dale &amp; Grace</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pm3g02BZ11lBvSCuomYaW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swamp pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swamp pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">784</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1883">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">772SIFJQiXTCfxncTK1UMn</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Hall</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235094</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcde9f17fe13adbb5b1444fa6788111207eb0bad</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5860">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jefferson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BJ353RSiXzi2N8oaoNqUW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad9999dc0cfb0280f5e60a6d98da25c917001935</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9806">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZeU8lEdRszBFNaESNrQVK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KD of the NOC</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aed8a45b7707b85e87a57c6ac76829396adc2c73</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">396</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7859">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'melancholia', 'stomp and flutter']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60a5b54a292a174a20882558c004b82b59625c85</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fossil Collective</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PhKXBGcwWwVcXCETFd92y</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15224</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1889">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VLPKOMqpsbmC1D2auAXR7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Ellis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cf250ff529cc62760f9c44d53c54c7c027c903b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2045</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10257">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4btIpVN0C91oIjtgSOjWPG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roberta Flack and Peabo Bryson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">791</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4670cdbba2137d8a0b7800e32ec03758b7ec51e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3658">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shocking Blue</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk rock', 'nederpop', 'psychedelic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WimOFbBnCU5wI6t5PPpEk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1533c6ba932c6242e9e78739ce3f98b3cf6518d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47939</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5831">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Serena Zaniboni</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2p4Uyr5gtOlvC4tVSJmACa</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3167">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jigsaw</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29NJ6VbDPYhqdXXANEwHc7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd0c5cc727c49d915520271dec7108576adbf3d4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4077</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6707">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39vA9YljbnOApXKniLWBZv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'electropop', 'etherpop', 'folk-pop', 'indie folk', 'indie pop', 'indietronica', 'shimmer pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8b9a83c226178e4a6e6f5462262afa81f5b5be4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sylvan Esso</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345607</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10786">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yICbxtb8buBAJECvQbRPb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3552</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spiral Starecase</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d55f3a94e30c8451ebc96388991c3c9f3fbdf1c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8304">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'modern blues rock', 'neo-psychedelic', 'punk blues', 'space rock', 'stoner rock', 'vancouver indie']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00sAr10UTV1JZtHqxsLVn4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80574c32a6533e414d0b0bb81e75758726299c73</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71411</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Mountain</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3852">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VaniQ30BeId1MM6RzmHNc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Scaffold</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b52ad45874ec07262a48b7f2eeb8df2b9aca94f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1865</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'merseybeat']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3732">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ttm3uT0N1RN7vwKv1pQgh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'motown', 'rhythm and blues', 'rock-and-roll', 'soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brook Benton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ada684f556acdc024c09dac0e172d92a3f94a5a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26797</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7945">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elle Varner</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zmk5lkmCMVvfvwF3H8FWC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">227275</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac83ef48372211c9b9d24d1ec9c6b9cfa5bcc343</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10255">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KV1YtheX8zbH3rBACpKL3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Nelson &amp; Family</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/767089eb434060ba369c5700ff110f905b58543f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">684</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8294">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29YJnMJ7MoLKPM04siMnP5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21190</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06b77062be28e902848a4715f229f1fca7d5ab6a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coffey Anderson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7588">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">379625</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dgwEwnK0YtDfS9XhRwBTG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Broken Bells</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdc9cf0b72e6bdc2a35eb1137781c975fdacbd8c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'dance-punk', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'la indie', 'modern rock', 'new rave', 'rock', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6559">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48555</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22210823d8611ef68adf745150298612de6b6bea</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00oL7zWxmWveTsKF7DnIRd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror synth</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror synth', 'soundtrack']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kyle Dixon &amp; Michael Stein</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10816">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SZ1e7QHN5jon9tpSpQl44</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz funk', 'jazz piano', 'soul jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6272</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dbcdfddf9bad955b4480767c73a5f1dcd3d63a5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duke Pearson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2513">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">325534</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Tw2N3wdvJPGEU7JqMxFfE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4d7e3a8866c0b9d9c602530dcbe6dda28096b59</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Money</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'mellow gold', 'new wave pop', 'pop rock', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11399">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6g5YMvZLjdVF5iamTVNQUT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alie B. Gorrie</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7812">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16Uqo1jjtPiKI4zU1Ficgb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scale The Summit</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66429</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8acb9ee2e1ffd005b21c134b9736c8b814600782</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'instrumental math rock', 'instrumental progressive metal', 'instrumental rock', 'jazz metal', 'progressive jazz fusion', 'progressive metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/981">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137404</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kierra Sheard</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4x3CdMQ3YjnPn4Evhyni5y</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e5c42701e03b9c87786a55f35efde916c40228b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6228">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1S9wKNZXiHbtKZETyh1jFZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Showmen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/031be08cbf5092a0ca888eabb61afd89aab519f6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9864">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ByqGbfU0crCY2zEr0U8Sv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7 Seconds</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'hardcore', 'hardcore punk', 'melodic hardcore', 'punk', 'skate punk', 'straight edge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e760096c09c9ded946b47341a93fb150528be1b2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35392</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6378">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MspPfENB9nzFGaagXmF7R</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bff6bf28e9f332ab9d2d255e1e54c60cb950632</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cowpunk', 'memphis americana']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucero</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cowpunk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67942</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6043">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a687b42cdaaf2f1ff91aa8012382db025a7dc8d8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22868</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Cuba Sextet</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'cuban rumba', 'latin jazz', 'mambo', 'salsa', 'salsa international']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7glnjTMVq4r8iNugFbuIqj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/393">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f703513f4a8a0d0d98e33fff4929945fe635748</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noah Cyrus</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">421723</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55fhWPvDiMpLnE4ZzNXZyW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6742">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/882efb6b3f9308bdf4906074d442e4dd44fc857a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74242</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RwbDag6jWIYJnEGH6Wte9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drew Holcomb &amp; The Neighbors</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'indiecoustica', 'neo mellow', 'new americana', 'roots worship', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1410">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13998fd88695a34cec8350675cb3ceffa4573ae3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Obie Trice</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">393388</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XnnxQzxFZG8qEPjakokPM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8036">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scars On 45</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ltIfb6fKhN2sxGic1WRWy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14539</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5d411f252caf01db2f18283ec45e1f15c65d1e2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5978">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Murray</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UNt2G7k5v533rS87DHQNc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32312e7e98a5495ab40fabf62d6c1738aa427210</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3290">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27062</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45936856a99e3238b98720fd69d7edef8eaa8ac1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uB4Ax6mlzohDTLqLOJ6Vl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny "Guitar" Watson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4660">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138630</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7peqq4aACFkBwIWGG0YRJ9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monifah</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81a0569f5e29a99b318a31a33adcee43d9b8e4ec</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1278">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'memphis hip hop', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/079e9cb7a8ba8df6d5ebdffc07a219e71ce8c722</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MJG</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pDFdYZARPitpkfm44UsOQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142295</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5229">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe "Bean" Esposito</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PCSnq8Q3hxOTn3ro4cl0M</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3011</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10541">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Judith Blegen, Michael Tilson Thomas, Peter Binder, The Cleveland Orchestra, Kenneth Riegel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/324ea4a08a92ce7eea0b671b5dbc8678fc8dab9e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3up6OTawy5jDh7xDn8NhBd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7368">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/840a8be182886e937b758d1ca6e407d9ef395005</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3B2PSZmAw3xz6cQ2XMXta7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dorothy Norwood</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22623</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8657">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buena Vista Social Club</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">653009</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin jazz', 'world']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin jazz</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11kBu957KTYoAltZHDm8gW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d20d6f8d14f216a770d1aa461dd5091938f9aa9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11501">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C.J. &amp; Co</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IOCDcI8qig7cQN8aySl4f</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5377">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/863bdd681d3f35654fd364b38088b76b2fcc2f1a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bahary</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49kB9joPdbpdFRj5tGoTXY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8864">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6197e7c6b9dd409219abf5e5cbe1973002dad331</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41ESHLayJ5sDKjAOv6cMhe</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'ranchera']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ana Gabriel</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1271497</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6212">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ktvF9yU9iWgY0aGlKfTS4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3509</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Garnet Mimms &amp; The Enchanters</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05b4f1da7a56ceec52759004097becdc64e3d9b7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11388">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2014 Golden Cove</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44bb44beec003312b5ad832ef02d08005730c2d3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WDVM4rBdKu6nHeJ6hQMN9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3220">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ec3e4be6534e8ce92a9a7aaf09e91822666a89f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Love Doctors</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4A5EoItcufcKTHW7mwpFjL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9012">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Le Tigre</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electroclash', 'folk-pop', 'indie rock', 'new rave', 'queercore', 'riot grrrl']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109043</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2n6FviARgtjjimZXu18uRM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bc85fea3c1ed9320f63e50bf7c6e0b1c9ced6c5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3510">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98262</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E6Roj0oQnJIm2BeXwDica</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a84afbada5818cf2d4856390183f1f99702ea9a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Graham Nash</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2081">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ce0d684c68941157eeac95f3a0916c3200fc541</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1208418</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QtGlUje9TIkLrgPZrESuk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Miller Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10544">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64fc2946e4e3d6ba0cb528b0da7879cd84c48c4a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13911</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mick Ronson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jzjxYOe3G5aeucbMg0Smp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock', 'pub rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7530">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b2f315ec8731457bd77cc0f79bb7994a1216a88</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tigers Jaw</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tLaqkKW7K6tc3QF9SM0M8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'modern rock', 'pop punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128947</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/569">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FXC3k01G6Gw61bmprjgqS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hozier</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e4114631a20bd71903bc335b88f872afdce9a33</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3334327</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'irish singer-songwriter', 'pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8820">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elliott Smith</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'melancholia', 'modern rock', 'singer-songwriter', 'slow core']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">457059</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ApaG60P4r0yhBoDCGD8YG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/146f91058135d0253baa52761a5a2f5116ba3356</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2567">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4toJT7YydhWcrYNgWJK4hW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89596347245acb1d27db79253c770434fcfe8c04</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five Star</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32958</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1633">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7336</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Len</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a04b5a78a7ff092c17eba87d0d6de6f018592aa</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6oMfS8fHX0CyDwRptywVjr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4357">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tHqkqP0DCD8Ek5OPvYTzH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3699</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audio Idols</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf84a84df0741de439850f3cd16fd5bbd4bb7ffd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9957">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1cf1ea26758230bc93ba1e56b6de0e238839ad5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Face To Face</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dUoIDlLnsMiWu6mrbjcQH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9245">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip pop', 'memphis hip hop', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gangsta Boo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37f868d5eb02951fce097b95e8674a2423f118d9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75942</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ppZNqihWOzuH4A0f4KmeP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1023">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qyi8X6MdP1lu6B1K6yh3h</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'dance-punk', 'garage rock', 'indie pop', 'indie rock', 'indietronica', 'la indie', 'modern rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">402655</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silversun Pickups</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d360d672b2e2c4d8116782461ac480021c6c1ba6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9163">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2X5LGfIQWoO4BaDSvhhD1w</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7105b1ed2f0c48ad909ae4e6f45c78baf3fd4940</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Mário Pires</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1388">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T.O.K.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63046</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'old school dancehall', 'riddim']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4c4iX8pe1SV13xToguoelN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84c30319b6b2f068a2c026945c8562d9ee739504</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5691">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fa9968b96208bc7c83235a46bb25956f26b8c07</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SKAfIdgEtQUrRh6LVRKTO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dozier</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/255">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/910c586869b8c4d741d3b2d43c4504ab83017728</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">489958</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZV6lGY0prbqpTD0Md8i29</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scotty McCreery</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5544">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3302</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZjB2OpMQL3LKJyEdeIz7o</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35719a0a50656775623e9242460d2d3c47c5e4de</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Oskar</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5721">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xKvIIizveDU2e542VdHCT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic blues-rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bang</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da12742f6141c644764ed0d4cd40a826067c5147</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic blues-rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4102</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11486">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3l9NmN2xvoFKpToiAw9bCd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Total</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/followers">
+    <ns3:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    <ns3:name>followers</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6347">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'canadian indie', 'canadian pop', 'canadian rock', 'dance-punk', 'electropop', 'folk-pop', 'garage rock', 'indie pop', 'indie rock', 'indietronica', 'lilith', 'metropopolis', 'modern rock', 'neo-synthpop', 'new rave', 'pop rock', 'shimmer pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rCIEwPp5OnXW0ornlSsRl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">487028</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Metric</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e59862715ef4e242a8d835b8d41a7fe60249e151</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/521">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep groove house</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166316</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38b5e874d9b2e7df1c8baa827611f96cdf7880c6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Disciples</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EehXjjMktLuJmbRsM7YfB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep groove house', 'disco house', 'edm', 'house', 'tropical house', 'uk dance']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/307">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oSJ7TBVCWMDMiYjXNiCKE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1ec54374d940eb182d3caeccf05cd19ba3cc943</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1775543</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kane Brown</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N4204d311caaf4de7b8eeb9cc556c549b">
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/popularity"/>
+    <rdf:rest rdf:nodeID="N24dc6af1378148a6806c8e02e7e3e61a"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9191">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12be6Vj2WgNyx4x6vuGvhy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4742afc832ea6498208d3a1d6250569bb62175d3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'cosmic american', 'country rock', 'folk', 'outlaw country', 'texas country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flatlanders</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5975</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7303">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96383</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Basement Tapes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oQpz9DEfhuSbuT8hjhTDK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new americana', 'roots rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new americana</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/654d463539abffc823e4177d1128cf9ae1222bb3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9241">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174769</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07jc1IMGtecDZzOL9cP50t</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97649b63c5520446ad303326e53906876e364e22</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'nu metal', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Days Of The New</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3293">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/143996e5147b6767719a60163488e342b3fc2efe</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'lounge', 'mellow gold', 'rock-and-roll', 'rockabilly', 'sunshine pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ACplpEqD6JIVgKrafauzs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319697</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Everly Brothers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/459">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed95fc7c6dc304a46403eb98e52139cf6b49f811</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'norwegian pop', 'pop', 'tropical house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seeb</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131269</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iNrZmtVMtYev5M9yoWpEq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/290">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin', 'latin pop', 'mexican pop', 'pop', 'tropical']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8633431</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d75fa1dbcdd5bcec9bdb56dc4f497284abbbed6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enrique Iglesias</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qG3b048QCHVRO5Pv1T5lw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1051">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164365</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T0MSzX9RC5NA6gAI6irSn</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Estelle</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/096472d14e73f69c619f5d580a9518c68a302677</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/657">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47NluEnhJda2gsnjuvcoob</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2673</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Santino Fontana</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/572d35a6db8aa74c8cd34876f623cb1bb2893222</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5123">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PhudjhDxGsEjORrODdI3o</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a58ebc53e0285619753817ace0cbbdceeacc74c5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Partland Brothers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2227">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1568517</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EhbVgyfGd7HkpsagwL9GS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'comic', 'glam metal', 'glam rock', 'hard rock', 'metal', 'protopunk', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice Cooper</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36d00cd83099a598cf31070765158235efd745ca</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3857">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4e1046dc5917d11416992e6b87ee83fea0e11eb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79hiwsLoBDWERLtLjM7F24</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny O'Dell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8078">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b7ee7a90617bb94ed11f53f7f2638b78b7d2cb8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fireflight</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197817</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music', 'christian rock', 'pixie', 'pop emo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v6wlK6GCKVovWMbPqSHNy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6481">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chloe x Halle</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279394</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'escape room', 'hip pop', 'pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb0ac3300c6d082cadfe4060e756d7e2809ab9be</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AsThoR4KZSVktALiNcQwW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/104">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bebe Rexha</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3960729</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64M6ah0SkkRsnPGtGiRAbb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21e82531e39988a7bed91d8278ebdd01018179e7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5508">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3407</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rubinoos</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ShV0veaBj1NvWRORhuwlI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc80b1042a444ce507ad9e385c2101975771c3cd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9482">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rB5wLJLaXdMrXaYsOYLmK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cartoon</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cartoon', "children's music"]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71c8ff29c80e03a9dcff730a832681c769743690</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24049</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barney</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2292">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a3a7f96acd0e34569a0d0a587350b7b9082f179</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Bon Jovi</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h2bWHWTJL38N8dqocVaif</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1146987</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10358">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenny Williams</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'quiet storm']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VcrwzYyoX3WUTbkaqcIvN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34528</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eeb0ff59c51d542703af4cf39f25c376376e53bc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6523">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/987713ef16a76e0e9428fae942465d0420a98699</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6O7MpKrY91vlCd4Osi6XKs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1202823</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Veil Brides</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'pop punk', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3580">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5260</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5cfa358678421c2ed5477173a5da76a4d77fdfb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7s2L0cftC6UBVVxADuyfwS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe South</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1383">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'nu metal', 'pop rock', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c278aa1df227299d3f779b07481ab4d9dd50dc9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">384899</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fuel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EyuKHE1AeE9lWUF8mzKVp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7042">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63bCkf4n15jiKjHhLV7kSZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/530812da122344086eacc9f396c9bee21f7fef54</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317830</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Niykee Heaton</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/719">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UxLFBvSr4xMDpHe1lrLrH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">448308</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ross Lynch</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81ceb6ae52ec3f04d05164272df6d0f7d0f7006b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1649">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L6Gwm0JDrgIQJfjarWSUR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edwin McCain</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156267</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/559cd00f4c13fb92abb76b70aa4e63b1dda111d2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1085">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293268</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c70yCa8sRgIiQxl3HOEFo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherish</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2030d03cdbe6bae50962b249eeae28802678da4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'deep pop r&amp;b', 'girl group', 'hip pop', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9221">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Head Todd and The Monsters</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54267</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lOQRP0UJWmpoDWBa8PB0B</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9211d3f1f914d6b1e5cef937daba318f2aed165</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7807">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BWB</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz', 'smooth saxophone']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a6l5qcDjvTGpvBXmBYz3e</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d86dd682e015c6693939ac9abe21b4b4209af212</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3134</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9212">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">IMx</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4240</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WsQby2bU6kzZcvikYRdms</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0049be513a9b439a4d73adabd39cc8bac8e930a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/443">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37GBT1Lhfc2sgq4jZIt6n2</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PIKOTARO</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/006f33aa00461fd249ee31bc292ee4f10ff90cdb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9417</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/81">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4npEfmQ6YuiwW1GpUmaq3F</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">587007</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/680ce21fb0a4bf8d5203228ab6e07e5f113f6c0c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ava Max</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3218">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oeuJSyVZTCkm3BurLz8cG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc928cd776cf40ae909ee1ea751aad60a65b9573</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7979</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4002">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic folk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Christie</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8081cbfc309c728c95ee1443fa2b3a902925475c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1315</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HrnWNplSXSbwjlRdcDQkB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3713">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freakbeat']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freakbeat</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TYZpmNJCpmN38laFCVkCm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/751b8a5c586f30cab09ed1b3c2f718dd9ad4ba58</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">449</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Clique</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2727">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66821</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wi4yTYlGtEnbGo4ltZTib</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28e0d708aed79a5b7ed1f4fcc0885dc119440daa</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shakin' Stevens</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'new wave pop', 'rock-and-roll', 'rockabilly']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7172">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SMYoM2Kbcj6rI6U3FRc4U</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210620</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sidewalk Prophets</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian indie', 'christian music', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/493fe57c642f300436085aa7ed05c6f4e0ba1f48</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10888">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1714</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35f4f5243fd7efcb466c617e4bbf3bb4688c585d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Te1NusV6mkAMJ1VAkzJiX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Smith</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8973">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3n4ersmDo55xV4fPSCKpXb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76df3fb57922c77f528bfb7822006297658b8241</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adema</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144694</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'industrial metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10107">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FPtMHDAlMPemC2nJk81zT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ceefax</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65b387b8aa449344ec8bb3c53648e4be82e1a9f6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2691">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4555</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75bf2b178f0ee6c6958e0ffdabe8fd44def2c42d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'diva house', 'hi-nrg']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evelyn Thomas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YLxwK8ceDNaG8RHhtkcQh</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4403">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">428350</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saving Abel</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efe7ff0571ad11c7bd5b40d2b171b566d444858b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AVVj8ezW2mJ0v8u7XydiF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1981">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wqtxqI3eo7Gn1P7SpP6cQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">377396</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip hop', 'hip house', 'hip pop', 'old school hip hop', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Salt-N-Pepa</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ff07d51815e67b11f8c2e4a4bebc2b6b3bbe7eb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7544">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5imUS9dQyCbAjUEJJ9QyWC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc6d15eae854d1ac5ebccc3955e5f943d16c4391</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281574</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Powerman 5000</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3586">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IH1Rx8zeWyZLVrBloZp1Q</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock steady</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ansel Collins</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1038</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01bfe96d19486266aee302bf76a7bcd75e5b60a5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock steady']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10780">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ifDFhiI2d4oZuPBqKSA4O</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooklyn Mike</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/043b00ad85928e5de18f3d06490a1bda53679c8d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6536">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1prBkGnTNcd5Z01DXSJaEo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Control</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19604</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropowerpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropowerpop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5af721f394bca280f11328c2083d1acb3e8e2eca</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2960">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46njgd2Rq9tZc4ZjeQMgbh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303674</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boz Scaggs</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48de6c1b84963e2cc0fec1788b58b545680b2336</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'art rock', 'classic rock', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10112">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eD005d7pGOEYD3eWVRecb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fastway</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10810</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/768e3e526f1174542d91a0ee38537cd63a536dc0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7702">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da65be41e94620bf60e3a5bd50fdd93d27e68c38</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'praise']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xy9x7h2jKEg8iG22Sml32</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tye Tribbett</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179582</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9822">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dream pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Pt1HZtuJwrQB8l0ES5iTX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30840</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/225e52730b148d91fbf3627b25353857a2144807</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dream pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julee Cruise</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5609">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1012</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dynamic Superiors</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dbec77abf227e4c786d514915d0edbf6a1aa741</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uWt17sAQdWR3cpjaocVxf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7871">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UxNUybRFdtksz3l5HtCEG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6779caa55038eeefede804f982c0db38be6c63d8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey Abrams</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48747</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7747">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FlpoZvmdqEMfKIzgMmSJX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new americana</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04aa9bce742eeb1a1e42afeed39ae463bb9a98ae</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new americana', 'indie folk', 'modern blues rock', 'new americana', 'roots rock', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Roddy Walston &amp; The Business</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50411</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3754">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">traditional soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['traditional soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AOPsb5oGscweRef0jCI1p</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debbie Taylor</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9465">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-classical</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1720</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44a8e66a17337c07c4861de9dce93994edc3c9e9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pHCm7cvE0ADlPp68tScqW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-classical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steven Gutheinz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3798">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4d65fbbc899fd14c4ecf26007daeab64d24b739</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LewRrFZKW8ktXwW01njJL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The O'Kaysions</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1007">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hurricane Chris</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151198</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fQ46lgoUCz8FVXdTVNk0a</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9349596db90c1b27c1a00b1f1946c5b40b4f75e4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5641">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heartsfield</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">584</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5969764e49061ecfaf94a2807877982ef4d6680b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3n5eF71hryf0OpsFakVYmQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9063">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JpErkT9FO3fZBrVhZaLdE</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1789</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4240eec7958b6e94c28fb55499d58f722a852081</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'oth indie', 'piano rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Jelen</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4389">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46750caac9a915275be88593b97256bc838d8185</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Digger Trends</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ffo5s0LbKoZ5vTWGjbHUG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6446">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72613</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5485f784735610fe94bccef71b57c39f23a38100</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zach Williams</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6g10GEtmIVqIQBhPZh4ScQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8179">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">220</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Stone</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c51d8a70dd2b2d5154c2909993828ac8792b65</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57lz7wkyFThB2w4UvpxnUS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10732">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HowwkjwzMIqY7NH3t7oaT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5578</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a2a9d24e9143e7cdbe686ae16f2cfd2898a45b1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Naiz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5693">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny O'Keefe</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2477</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0281b5bef346520f40a0ef274cedd4a67ab2e4b2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26cyEknjBMpiYPYK2zi974</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['singer-songwriter']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer-songwriter</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1494">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'old school dancehall', 'soca']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tanto Metro &amp; Devonte</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5f77a6b8f569150630d69559bf94016f4210434</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25209</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mVpYIVAOE8sEdYuL8HDpd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7955">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'indie folk', 'indie pop', 'modern rock', 'shimmer pop', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58083</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ucqItQmz1PCNHBFSbr0ki</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freelance Whales</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcdf1c6f125c6eb86aa3f0b0f78d80ca140bd01a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2256">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16425</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2a9498b31418c980d90a7fd8bbb96b600afc5c1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch indie', 'dutch rock', 'funk metal', 'funk rock', 'laboratorio', 'old school nederhop', 'rap rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Vo614yFlepUdpdbkggrmC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Urban Dance Squad</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10099">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zHPRenzLeI2vhT7nlR6Mq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz electric bass</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yellowjackets</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/674b945a9701a441b6a08a0f5152cb17514a9504</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz electric bass', 'jazz funk', 'jazz fusion', 'smooth jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44968</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/596">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48400</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Kidz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9575349cefcf8df43c8b145b7fda9ad93a8cd2e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WCSTqqMwguiIpPSzuE5UF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9740">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark jazz', 'soundtrack']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Eeb1U0VJTDaFpBHV4DmHl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angelo Badalamenti</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/816e5aaaf9de137bdb327937ccde4a019eb579a1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53097</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark jazz</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4155">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d9f0cf8e6d8d51f28369eccd78dca2882fb0d83</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296497</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'classic rock', 'dance rock', 'experimental rock', 'folk rock', 'garage rock', 'new wave', 'permanent wave', 'post-punk', 'protopunk', 'psychedelic rock', 'punk', 'punk blues', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stooges</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BFMTELQyWJU1SwqcXMBm3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6110">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XzcXzmeN6uNixhK0Qlbi3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3eef9502fb9751debb8d27556bbe4d76860a362</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Wilson &amp; LaVern Baker</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4606">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cff72cf884c76bb559e56c10876614155623e1d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop', 'funk carioca', 'funk das antigas']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ludmilla</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2692094</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CDoRporvSjdzTrm99a3gi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/701">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1509</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FAnawAJI7lHt4s1Ohde8w</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Future</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00aa81f68244127d5db1529a5471b761211e5e50</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3827">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'motown', 'northern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7073</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FSD5qtm70EBsOiLMN2eEe</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tams</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aea619efad849c8cd0fd58df5ab9d4d89249fee4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10770">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zdb5boEvp6op45yX3RAHj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hardy Boys</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f6355a9e4050b09fb56a39fc4cc0fdc9c4908f3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10904">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18588d5d0dad4aeb97713f6c8597bb5896127f3f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Larkin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bLXrEtUSiPKnHOteVuzbt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9945">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis americana']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71lgV55bC8oOzKaYldWhDf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c90a311bfc6ff571543b785d00357d0d69a7509</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Kilzer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis americana</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">579</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7191">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Wilson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72456</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b88afbab395471c937e20af33d8a5f2ad3392b2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SbnQl7KrIVnXhYcQcMjL2</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3789">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bZ35anzwQN5e7jBYkB6iO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Autry Inman</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba8a9529d7bca06e05f78adfac611b37736e5255</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/853">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kirk Franklin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/201dd843b15770281e7c8a1687961de5e00c1c23</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4akybxRTGHJZ1DXjLhJ1qu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">591612</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2807">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/172b6fb8ec6f4e69369f9d0d623ffaea35b618d5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saga</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09u8U2kk11NOZFLcNJEdJF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41230</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7469">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78ZdtwvDD5zTElro6EGkcU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40466</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swoope</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/084d4a0586f15f56ecf7c7873093b915f6564f46</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10237">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'southern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">205</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66164188929e167f0e65713e320b27adbbe0ef80</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10PV4aHw3eUpGAPIEvdkh8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Joe Brown</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11085">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23058</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45InkbGypoMk5nVX6dsHkt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop', 'hardcore techno', 'hip house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N-Trance</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7b5e3e648bf57b02ff9a846b42c6b1d2141166f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3241">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5aae2067db80f694a980e596e7f49618c1206c9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QsynagSdAqZj3U9HgDzjD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7127475</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Marley &amp; The Wailers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9320">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'quiet storm', 'urban contemporary', 'vocal jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachelle Ferrell</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YLuHRRzBIUH7PQW0JW7NJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44717</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94cd73802841183ac5afb85247527476d30363a7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/704">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sfgqEdoeBTjd8lQsPT3Cy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1683546</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emeli Sandé</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8c5636622eeefc90df71b4717f21aac14bf7e61</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo soul', 'pop', 'r&amp;b', 'uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9348">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Comrads</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1612</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FMPj60hLbmn8iWZhMvR2O</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f09ce4e0b2cf6998ba1782117f8fdb251530182</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9034">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bond</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65339</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd75df8cd0ed5e2a577b71292dd531a688884e38</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3G4zK7ipHdaAZkG6EBwIoW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5405">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Hunter</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30bf2c1b0adfbf865a678eefee487650adf8887f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ov9t7KbQF0oz9B4JsMfV2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'classic uk pop', 'glam rock', 'power pop', 'pub rock', 'roots rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24174</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7118">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">halloween</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['halloween']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Halloween FX Productions</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">330</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3158340b67f725946acddfd2d40397dea0e16fc3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JCBXi3V2tlTwXp8Q3tGnY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2814">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Ant</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116657</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QP0XPDwbvGivqDAaJ5f5G</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0f28a395571a96478eb569b3931e18eee810656</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9971">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leatherwolf</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad3fb760f27a888b7c0b4c1ff24ace02c42d056e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1e4sTndn6XYL3IOvmuWpsJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6550</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2113">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72y3ZI95ctkQC2O4mjBaU3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95de419b96072e591ca3bbbf60cccdaa9b9a900e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shai</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352776</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8642">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59B2CHEMh1to8diq0jB92r</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb8393dbaa4117e2fac5262d45da6426b799955c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age', 'new age piano']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Tesh</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9197</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8780">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6606</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diplomats Presents Hell Rell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">099eURq8FFn0sYeNcINrOR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8b34f838035d57dec721cfea2ccdf3fdd08fab8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2916">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74564</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'lilith', 'mellow gold', 'nashville sound', 'outlaw country', 'roots rock', 'singer-songwriter', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lx6XS8umFqYRVbBErx9fE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d83eccab580f2e2b3829008ea38d1c53d189ce05</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rosanne Cash</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6946">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r5Va4lVQ1zjEfbJSrmCsS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['auckland indie', 'dance pop', 'electropop', 'etherpop', 'indie electro-pop', 'indie poptimism', 'indietronica', 'metropopolis', 'nz pop', 'pop', 'shimmer pop', 'tropical house', 'uk pop', 'vapor soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">403977</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Broods</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">auckland indie</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8da05eabfc44a308fb5c6b19d9411d52771fafcf</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7594">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f748c533c686cabdae165800fa3c018cb3c4f08</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Durbin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YHpeM8l5FGcYTb1EfXmzB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37018</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3610">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Tic1bWAbmRoLrqaJ5SxU2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Nesmith</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79dcf030f805eaba48d913e56e29e53145e6e172</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5738</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4850">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mGCLimuzOdod4Lnegny4d</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9922232754d2d69c98c6ccf178951387450245a3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twinkle Twinkle Little Rock Star</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28280</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sleep</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sleep']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5686">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93f885132168ee8a3109f271ba68aa4934641cf8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MwZGQETgG3ytrNm8Hrdda</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Hit Squad</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4851">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a606b87bd970def63150669549818a748d048ddf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4913</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X3nIh5dynzfAQmy1Z5hXI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ahmad Lewis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2136">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4phr5rAgWhcZtWJu8w8lKv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new romantic', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68878</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swing Out Sister</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7439ee46b71b7ec204959ef33e1960e63df3246</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new romantic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8287">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29TBMtWRrCcI2HQY6PqTFM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6bc8f06229cd241f6e9a50256e9716523b741eb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47423</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'native american hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ABK</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5913">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CADfReW3qshQNGQ4yPf6c</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patti Drew</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e40875f83767c45f94befc18eeec6c56cdbb0c3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3082</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3239">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b380a73e72a5f4ced0b236c57b0ef610c6c7f13f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98870</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Ruffin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FZn8Z2B7mfaSOU8NE62KR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5189">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s0rOb0gT2S9N0SDcjtPC4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41d722fdde2751e423088919592e6624a33d826e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182810</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alison Moyet</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3451">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76agLI5oSCFbmZnBqKcBJd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e305c54fe108f50ddfd9ca20f51665bbb4613853</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyrone Davis</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81293</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1833">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UVEFaiFaIUuRTMkDZkZIm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bc992d3372deee08990333a5fe2233c8b01b3f3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1830</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hollywood Session Group</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5223">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pictomusic</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1409</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf0e7598a84d1b7dfd560f27c6d633ca8e6a090d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yv4DJOCmilSbxxsdQgXWk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3442">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88006</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canterbury scene', 'classic rock', 'dutch prog', 'jazz fusion', 'nederpop', 'progressive rock', 'psychedelic rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ifzzRKdmtgaHy9cfnnyCR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Focus</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/375c4ab6e3f64b8269993b6cbcec8f8b644d654c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/356">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uTXJwJ1Q9PA2ji51RWeQm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8175</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitchell Hope</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8796">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patti Scialfa</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5959</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kZQOOVmBEdPxeWYe4xbDj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/155e9e49a3b3a91914f0af524daca6f2ce8c7219</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9270">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84583</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5daXMUbrPh8oX9Nd4CnToG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b97261b4f4795e8cfcc8f2ba4cc66b4f285c8ff9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stabbing Westward</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6897">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59b343dde9c41a80eef70b5c3c7bc93f5c0fc8ed</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gauze pop', 'indietronica', 'modern rock', 'shiver pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yvcSjfu4PC0CYQyLy4wSq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glass Animals</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gauze pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">951139</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6517">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie poptimism</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EDEN</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie poptimism', 'pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1c162227fc61a168b4f87d0bfff278771e546f0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">640403</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1t20wYnTiAT0Bs7H1hv9Wt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4750">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SPpCqM8gOzrtICAxN5NuX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tito Puente</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'cuban rumba', 'latin jazz', 'mambo', 'salsa']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daf5ebb3bbb5bc0f20613374e2c9a45b50445673</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111280</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5957">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0e5uhMvtMrJXG3iWGyAV2h</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Foxx</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3e33dd823a41343ae5427693b08abd52351d05a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3363">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Guess Who</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252569</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cQuYRSzlItquYxsQKDvVc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'bubblegum pop', 'classic canadian rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d0405bb99aa67eaf3da8cbff8810e284aac9b75</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4847">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10460</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c4174533863d148449d357171741a83c213c27d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sass Jordan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5s2RlLSGQMDvvQcv3dYtAB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2055">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483997</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'baroque pop', 'dance rock', 'lilith', 'new wave', 'new wave pop', 'permanent wave', 'piano rock', 'singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kate Bush</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b2db6840f31b367518f97b1a5d6bea653ea56ae</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aSxMhuvixZ8h9dK9jIDwL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8850">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8aa56fbcabbb9ff38fe9b218fdce38d039c2d667</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">!!!</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electronic', 'filter house', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'nu disco', 'sacramento indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97262</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mmehjf7eHA10uHMisZGJg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1979">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tractors</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cORFIWQylRGyJX9lYnqk9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e96544e3f4cd7e3c821bfb0a74e6e3e4eb76df02</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22226</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1220">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wo1267SJuUfHgasdlfNfc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">536207</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ed0960454c317168fd1d825ad2109eafd67fe1e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Raconteurs</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1605">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16101</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f54b7ed44a3e01ad164911cf2f4c3d5454164297</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hoku</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ftZLBtMuNBXnnDFKbAblK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2486">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Medley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15143</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f10bad99807d5d68c0ff648a245b02555ba457f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XE70WwxhnrXNAJYQQ9ygx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9083">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f3a652823516927fde80bc2ca2ae5ac138b11f6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jump5</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qa4GMXrmylKemymbElIwq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22195</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/415">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob $tone</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['san diego rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/575fe70b6d318dcea8d4448d5e67307c4853ca17</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hWs22BmQkK4czFtDLnar2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">san diego rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158787</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8622">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42737</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6b6777d47017179fc74e695a054900afd913914</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'noise rock', 'post-hardcore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">...And You Will Know Us by the Trail of Dead</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wBUn8gMP85n8dPu6LoUcF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7537">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">korean r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TAEYANG</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6udveWUgX4vu75FF0DTrXV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">577604</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3128cf0fd57d63399e2e74f4d206c22367fe61e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['korean r&amp;b']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/972">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39993</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ester Dean</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c385385702c3b02ce719e8cf97faca92d158dd1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0v2Y5jwtcv8LiWNTRls1KM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9755">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X1f2U9bxiC3DhKA8OcvgG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop girl group']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop girl group</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OH MY GIRL BANHANA</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55053</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce428815f4cb173c2703c265f757e901f7d8ae10</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11384">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ebcd964a78044a36988770ee4a21e312ab2fa76</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glee Cast Karaoke's band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5N3BkusK9suDCphGcLCa7W</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6398">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131254</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['punk', 'ska', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">punk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Interrupters</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25Maank76ry2Tmbi2Ql1SF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db520ddd503ea683d8eca620cebcc88f237a89f7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5884">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46Yrouayl80hwogcVO1WZN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jo Jo Benson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3168">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/667f4f6fa17b1ecbf1d768c12edab8308a1fb4df</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63f6RFsOlwDMnAuDwjB58Y</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan O'Day</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">512</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3587">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">585</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jjn1GBdbizg6qiqtKsEgC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b91196cbb9aaf09c2229ed2fc3e6b743f08b8abc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashton, Gardner &amp; Dyke</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9792">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LMqGAPnXjYBwv4CmaWQTG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a07c4ddeb0806d8c5dc2cd74c693eae35e847d6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Havana 3 A.M.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">696</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6888">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indietronica', 'metropopolis', 'modern rock', 'shimmer pop', 'stomp and holler', 'stomp and whittle']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4dbf2f3c378f9ec16e41b418193c736cd7363178</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121072</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kishi Bashi</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LVPGE5jPPwtbGslx07YR0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/105">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1545836</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Young</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BYxqVkZyFjtik7crYLg5Q</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ad9e90e5d96aa57ee07b66e8920257f854d06c3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3631">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed1f30ed69dc1c5a6b7f649d2e14b06fb021c683</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'classic rock', 'folk rock', 'hard rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173589</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cdvlbCYf4WoBdy89RWkNS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iron Butterfly</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6500">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9dadbc87db8940d5d12c7d480cb5b3ea31b18e3d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rMxZovfLSDjEL9eI2pKo7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slaves</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-screamo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98340</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-screamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7749">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85028</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49dec096ccf19d6db324e8f467eea515b34a22ee</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'anti-folk', 'austindie', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'melancholia', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Okkervil River</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5E7zSu46SqTmgKqsc0tFkY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2934">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f166e5a03b893755811bf7f0040bc089338f04e9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gkWznnJkdkwRPVcmnrays</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'disco', 'funk', 'philly soul', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281023</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sister Sledge</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5981">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmie Rodgers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bKOOOKEkE918wKOQEhYnp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dbb6c47f2c71f5d3fbc3a60626aceedfaca1690</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1366</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4010">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Walker Brothers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49WlsIvcUYj7Awo93hDKgf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/847cdea9f05b02786b00db7f3a4ff50cbd31785d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brill building pop', 'british invasion', 'folk rock', 'merseybeat', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27786</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10621">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/599982ae5ee1d2a6f1daa9ae62dfd953b50cd27f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NPZZavqZwUV5jdWKADHoy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gordon Parks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10186">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'funk', 'go-go']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8348</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EGr1AnjVRXYz8j9CTYDlm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trouble Funk</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66d432517453b5c55341e972a0354cd78658b662</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3332">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3baceb8a83ed3d564f0a6b2c2db3d6e1f9deffe</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chi-Lites</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237881</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BFr36uI1dzJyo6tpa5Ued</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4802">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carolyn Rodriguez</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GwWE7ttiyhLwYCwSj7eni</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10489</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfabb8935b68ab09b4fae2dfff7b4cef51dc8c4e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/394">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1002369</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Gm5F95VdRxW3mqCn8RPBJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1ec6da0896ff7efe6fd63ea6894c0bf44dbfaf6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'portland hip hop', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aminé</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3682">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22840</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">June Carter Cash</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZnY6mQmgr2yZarjry68td</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3bfa5c25c62ad7cd704019ca257ca44f9913e15</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1456">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'neo soul', 'philly rap', 'southern hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78xUyw6FkVZrRAtziFdtdu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">776110</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Roots</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1675935c475858a1110a2c3269559f9c24144add</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2412">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27c3b9b98dd2fdf9ded5914d8933d1b72e03358b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mRev5KzKOgQcZjWanwBdd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3008</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Escape Club</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9650">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chicabana</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b55a1316789e696d543931c37fc11e33b1abf18</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154646</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YPc4aprlEKEAoJvckEpCR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['axe', 'forro']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">axe</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8896">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38d6a9c7efe44ad0bb500a844783db9e39ffabca</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52725</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Masta Killa</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ME1RawvWt3qOJnYnxVqeh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8007">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e49c7036a1c2a249f65cb1682de3d5cdbee30c1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kokane</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48926</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tZrWfaCLVG6ijO3C2ocbQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4439">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KsoFswS4E7XnmU5afgxql</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66aa7da4d1c7ba39a53aa6397e39714802b195b5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sound Sleepers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1337">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'hard rock', 'nu metal', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Velvet Revolver</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CHilrn81OdYjkh4uSVnYM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d41008a8274e878d45d90bfbe3d9325e5b5bc09</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721847</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11343">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/509f87a86c9cf5a1d04e6f26dd8fba5959266731</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54518</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erick Morillo</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DE0cYxMnEEmfKLwDkYwxb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'tech house', 'tribal house', 'vocal house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10841">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TXLIAPWU1BgZOT15JoSS7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/addf06a1ce4d467ba46bea9aac7ca032134629a3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Davez Loun</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9929">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26211</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4A4X3dAnue0OcKTt9J5A9c</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new age</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b3af5356e54bc43ab2ddeea9299d53dce718277</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lanz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new age', 'new age piano']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2006">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FjR5GmNXYr2RKHVOXTP7e</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2286</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crooklyn Dodgers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1015">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UVRliakQfa1pMWIsNuiZ8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28e2d398637ed9e43b4656706cc9785e318e272d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Musiq Soulchild</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">670512</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9663">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47252</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'nashville sound']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2cd0a26a59df1c272d200ef58f648dcfe7c2b50</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13YoXxZt6SLg96dQE1vkHy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suzy Bogguss</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10304">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14422</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brides Of Funkenstein</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd4b321389733e89f331a607864d01159a964034</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UpV4Xw5bG23MNBlhD8rpc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'p funk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6244">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">706</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul blues</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce1dcfdded010297848e6e8ce4917fa58a881f59</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul blues']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Ace</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QP0coGRLggyMr9Pg65HBK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8648">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Brady</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35bcbdc1f76a281242401c0c020a4b218de741bc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3709</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wLJTOL6Mz0AOni5EcH4v3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2733">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96541</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'dutch prog', 'dutch rock', 'nederpop', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fca0036643a04b35f1fbeb02233fc411a289fb5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iTlOqIrZy8DlvCPJY2sjS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Golden Earring</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3004">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oAbjWINfcTSAuVUlXXMty</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'mellow gold', 'pub rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Forbert</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/310bbdd7aec1475cd3b9941e1a03ef9eafdcbb94</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16233</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3972">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f761093405fc2da4a4c433264374ff0a35e19a83</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14313</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Count Five</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57WXdjUf5Vlq3klNZegeTP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7660">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damien Jurado</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d58951bcfdb1305ff1db1d875f8776989c100656</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'anti-folk', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'new americana', 'singer-songwriter', 'slow core', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116712</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79JJCxCCfJ8HufX6w8q2k4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2425">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da30acd2c9d0f32f5f5a2d69f32c2d30335466b5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">453698</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26bcq2nyj5GB7uRr558iQg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Survivor</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'rock', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10154">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32158</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66de9a41220fb56ea46689837a7acf4ea1fd6974</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco house', 'deep house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco house</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Clap</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PEfTatx7R08s3nFrn9teD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3988">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/baf9595bd09afbdf1f413f750e03c4c6776a162b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Standells</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11681</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BM6qze88exQPVILQpcYpj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1153">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Smashing Pumpkins</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40Yq4vzPs9VNUrIBG5Jr2i</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'modern rock', 'permanent wave', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2282961</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a22f3b64173ad64928fbe7b5f0c95b84a89f96c5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3734">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peppermint Rainbow</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">630</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fRa5jSbLX9QFIFdJH53re</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2534abfa80abe6a59497c50a36f34a4dcf6dc38b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10388">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz violin']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c29974e1297840ba4679a3b2e0e40de90016559</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noel Pointer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz violin</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5613</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nXQRPT9e2PVP4BFg3je8m</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6566">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">507200</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'electropop', 'etherpop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'metropopolis', 'modern rock', 'new rave', 'pop', 'singer-songwriter']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a4c9792c52ec21c3b881542e0739d6f605799b8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">St. Vincent</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bcbShaqKdcyjnmv4Ix8j6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8211">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">["children's music"]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Countdown Kids</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13441</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae62216cfbd71f2c0e294a3d8daf2beface115bc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">children's music</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PZYFmF3PH6cOREAzfXiAL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1235">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonah Matranga</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee90e1fc920b47fab80b64ae23a45046830c1e73</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2366</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ztgr9y1L9ZfoIOEsCrZEb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8804">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52126</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bratz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JPP5ORQZqfLYH2SeEHFOi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82260496fdcaeb264be6523af728620228205672</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/622">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1944230</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cher Lloyd</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'electropop', 'pop', 'post-teen pop', 'talent show', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4m4SfDVbF5wxrwEjDKgi4k</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/073abf783cce38d41189595c48b988359fc570ff</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8265">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45047</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Go! Team</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9280befd059f8fffda8f24ed77307cc852a01514</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'brighton indie', 'dance-punk', 'indie pop', 'new rave']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6veTV9sF06FBf2KN0xAdvo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9135">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nívea Soares</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/813355dc55b65cde184b8e5427990c2f7aaa74c1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FJXPSSrHgr0YDfeiQ63uk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adoracao', 'brazilian gospel', 'rock gospel brasileiro']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">515448</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adoracao</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9337">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6B2JtftAydCJCFDq3o48km</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3fa80a478b0b1122ba0a8fc27e33247aac4feb1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2668</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MAJOR FIGGAS</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11249">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The First Edition</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a33252ae7e8ce1a0d36c9796fa5f9bfc4036ea2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2623</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XDSGEZV9xG35PRLJ0O3hx</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6014">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33424</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hirZ8kPPdM9pzXpoagB4w</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b870b6eeb93b649a25fa92e4affcd7b10f2e38d1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'jazz funk', 'soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marlena Shaw</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6383">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryant Myers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'reggaeton flow', 'trap latino', 'tropical']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6w9ToX5slZ4uIdmD17hJ3c</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe3ccda170b515bb8bdcab525b1b1f82d4df7e6a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2782415</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6991">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">None</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hatebreed</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hardcore', 'industrial metal', 'melodic metalcore', 'metalcore', 'nu metal', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ecb63e7070a3f426b49d36b55ebd107663e6a1c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Mb968quDHpjCkIyq30QV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4355">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gold Hits</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mSPjHM8LrByAzKAl00z4g</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f79904c2471609af49a308df4f1d93074ab88f1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5551">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/782c9d16e61f350b8ef944e8d8ac65fa468131d1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Garrett</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sGAdk8VZ43Y6TMes7cVRP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2139">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c336a724c9ae6250a62b884258b8c8c416e81dc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73EwFWNtYCi27o7nThnrCe</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ephraim Lewis</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">850</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6441">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">294936</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['austindie', 'deep new americana', 'folk-pop', 'indie folk', 'indie pop', 'modern rock', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e382cc510f7b24cdc67505ca1fc998b7e5984838</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fZpYWNWdL5Z3wrDtISFUH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">austindie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shakey Graves</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8028">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scissor Sisters</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Y10boYzeuFCJ4Qgp53w6o</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">310254</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'europop', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c723df87d70f6ce82661a539ff43b81a842848d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6303">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I DONT KNOW HOW BUT THEY FOUND ME</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c8acbd544992dabdc94bb53ca36c6bfdf19808a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Raaw7kr1Vzat4ZvHzjsJR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269836</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1746">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12909</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep contemporary country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c9bd5716c8ecd4b4d461530dc8dd88cd6133b47</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Kersh</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vONIwfmKkR8FJQ70Dq95v</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1895">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beatles</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13199963</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b2a709752ef9c7aaf0d270344157f6cd2e0f1a7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WrFJ7ztbogyGnTHbHJFl2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat', 'psychedelic rock', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8539">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">516913</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e24691a352233bbe989a311d921f17e7892a87e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4F7Q5NV6h5TSwCainz8S5A</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bebop', 'big band', 'cool jazz', 'jazz', 'jazz piano', 'lounge', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duke Ellington</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1320">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/915440c9beea9eb2624a418349e139751de12edd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slim Thug</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433241</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0st5vgzw9XkH5ALJiUM1lE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6884">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'new wave', 'permanent wave', 'rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UXJsSlnKd7ltsrHebV79Q</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Cave &amp; The Bad Seeds</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">671081</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0ef03da562c884b5a7a7bfa94b30181a1920e5b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3660">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1081077</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chemical Brothers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GhPHrq36VKCY3ucVaZCfo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0524d29501a51d4bb4032c37d6320be56d9e01d8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'big beat', 'breakbeat', 'electronic', 'new rave']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10600">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04ec29e41a5433d70cf543a3862608c005be52e3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LtqXstihSCQ0GQJFy2t9n</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cactus (The New Cactus Band)</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11369">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Shorey</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0605569720175dffbc1a7f2aaad7633d2c822fba</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15qg3Tr23aMVGAruYtlMdg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5108">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5h3WBrCy3VcEj0IGf347dz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4832</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71585c87c80efa15e0daaac357750ef736678f3f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wa Wa Nee</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9936">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buckwheat Zydeco</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10127</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d25ebfb8ab899f7212049d9b9c7ba5220af7d3d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swamp pop', 'zydeco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31ioFU3ADV6npBP7ykNvtF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swamp pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6990">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katatonia</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec8bd89215629ceed165ab0c70e2f42d2c44af40</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CWWgbxApjbyByxBBCvGTm</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'doom metal', 'gothic metal', 'melodic death metal', 'metal', 'pagan black metal', 'progressive metal', 'swedish doom metal', 'swedish metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170549</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6237">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bermudas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wDUb8DSu63ZIwP6FhMH9n</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/617c3a8188b51be71a0af39c6076e174375b0f22</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/543">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">houston rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140890</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['houston rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T-Wayne</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c183989bf0a9b605bc760a8ef348acca4b45495d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MIULe6tfg2loNzBy5B9eu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10820">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22DpF66KIdKHmy1IvzEZXc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e7c7aa187bfce09206cc24e46f83d2dbb1ce774</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joy Corporation</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47281</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10914">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfd8fd6bf7a67690f297b1fd06057e6282673984</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Hellinger Theatre Cast Ensemble</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1b9pnt4AsTyHWWQSenDTFG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2719">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Icicle Works</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16214</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39afGThIZjTTMH5enuLXYI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feed5b857bbd4b6df76473bb293c09a4540b281b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8426">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flatfoot 56</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eQrNqwmiIvFKEMvHRvPLB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative roots rock', 'celtic punk', 'chicago punk', 'christian punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative roots rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cafed6251dcfefc6f79df6ccbab1288c979a7059</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22721</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2529">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f7ChwXkRvmj2ViLbEQwYK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mondo Rock</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48067</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dac8995961937dfe25dcfb6cdc9aac7c3ee8fac0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6479">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Decemberists</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ITd48RbLVpUfheE7B86o2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">412176</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b09771c80ac03a463c3821ee9cd5db8957a2cf9a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'baroque pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'pop rock', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6844">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317880</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/245e5800e8e43dfbeb93ed613ee23fee03d57e97</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'death metal', 'djent', 'groove metal', 'nu metal', 'progressive metal', 'swedish metal', 'technical groove', 'technical thrash']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ggwAqZD3lyT2sbovlmfQY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meshuggah</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2396">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'freestyle', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81946</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bJUzb3mLEYCkTAp7eNJgO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dce8c515ce657d3264ba34a65f7bd70e74144153</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Information Society</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1971">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4j7EVY3kuDwLPfD2jfC7LC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fce2d1d8df70ee5482270226d72235e650121d7f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151463</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toad The Wet Sprocket</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6469">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashley McBryde</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37900</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f65aae154d80aa549467a7380da737edaaebe47</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'contemporary country', 'country pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371jpyGdoChzUASOIG2ECV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/965">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165409</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k.d. lang</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6W1BHDF0T4a4KYcSwzD586</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dde49fb98e6edb721725e34f99fd367534e7a3ca</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian country', 'canadian pop', 'canadian singer-songwriter', 'folk', 'folk-pop', 'lilith', 'mellow gold', 'new wave pop', 'permanent wave', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1985">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2u0gw0uCWBMiqV7h0N8kai</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wet Wet Wet</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance rock', 'europop', 'new romantic', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcf1448cb53ada22e4567482d713505eb35eb664</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201220</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2815">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Clash</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'dance rock', 'new wave', 'permanent wave', 'punk', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RGLhK1IP9jnYFH4BRFJBS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1634184</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab470b275daa38351810a1eb91d107ebdb821302</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9183">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rLROMpngJJNjgA0QuFslW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10141</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e40b9aad4a2a5b2323cdfc1d8005e3a44ad6e22</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Audiovent</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4079">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vic Dana</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1143</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26LmRGHptm85F27BZwOSt7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6e8edd4fdfc5de11f9d1f8466a58b88561c0f03</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8212">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6J3pUmw6KX1LqyLQkP0k9U</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Booker T. Jones</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12063</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb06f6add922f3a0d22b1f64f4e862b7837dfe7b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4051">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'motown', 'rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mad Lads</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e766800ef4abe5233acb5f4a048ee7b068a36f3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9128</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4x2osw7xi8s1Jy04R6rTrn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10390">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SICSnXfKW0SD9DqMWR8sU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/285f29327217765d331e8c94af35481da2904459</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bionic Boogie</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1268</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8947">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ebony Eyez</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3502</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jBfYWAs5KZQ1UHyt8wQSs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c4fe9f53736be30a43608b1b3e4be6f9f21f8a1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7527">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58dca1a7dadc2d3a2fb78bd37359e3ae58fb9636</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MULM642N7EEFSS2XIxLun</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steven Lutvak</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10497">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5U16QlMnlSAhkQxBZpLyLO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c54ecd7b42b982b97397a08a1e4b5ed4f831036e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pretty Things</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52545</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'british blues', 'british invasion', 'classic garage rock', 'classic rock', 'country rock', 'experimental', 'experimental rock', 'folk rock', 'freakbeat', 'merseybeat', 'protopunk', 'psychedelic rock', 'pub rock', 'singer-songwriter']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2517">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/842f19cfbcb01193f98c9132771407ac70a2eaab</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RD6l0Su0sCzSHZGxPeU3d</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Silencers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6512</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7345">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hail Mary Mallon</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9319b115eec263b7f922f18067dd016e822042c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32598</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'alternative hip hop', 'minnesota hip hop', 'underground rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EKqpEerzxJ1rOu1gRNMJa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11020">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Diplomats</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/966bb5e8de9e1284e1d85b753eca50a46c7a5809</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XTtYYy0hqoC9mpHd6Iexd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9471">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62219df8035e7c3d08d2c7f1928ed01c2fd356b3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32157</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Lewis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jpeXX8CClo6hxCOAzyAKf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1668">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beatnuts</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ynvmGwc83ZoRx2EIWHXLX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f52d18aa9a237241e7bdc5deee40e45c156e54e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'turntablism']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80551</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2272">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mesemBJJwnGX6tRaMvGbn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DNA</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">529</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5606">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14874</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8c96e2964b67a13e971131934096192253008ec</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic schlager</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic schlager', 'german rock', 'schlager', 'volksmusik']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XFJaC8sLcJaswyzw95WFo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Holm</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2875">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2R57sY41L9XvGPiIgHOaYq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8c91b5bd88f402d91053732c414ebc9aee1bd03</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pretty Reckless</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">786495</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'post-teen pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7161">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Crabb</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25543</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f2855cbbedaef8ad490c8f5e19b55f38794d96b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61SFRZAmfyJhcffwR2Ijuq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2671">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giuffria</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1615</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tOyrwtpSvttpZ04mI2Fb4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4528">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambeat</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54977e6e1ce6c5bd60a47eba79992b7f8c18dc1a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambeat']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Valentin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e3YzZ7Y7YUsXihPOkmgRq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7652">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Dragon Cartel</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec1f1a3c2f5b2591fc9a22c9eb70e4a79fbbf7a0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vegas indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5668</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vegas indie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oywBXuZm8zmSivAC2rV0J</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10893">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aiPGAbZSHYGO0nyrpUnAU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vintage hollywood']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abed99101e425fd095f7d8d8619c01829e8d7d51</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4308</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vintage hollywood</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mae West</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3802">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DwdnqIE4opZBfHmmLJOeC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cubie Burke</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9674381b488d235f433bd6a268aa5412d90e16be</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3269">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EL5GD53kaaVgJCHgdtdLz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Harley &amp; Cockney Rebel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'glam rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22782</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdb9ccad99df360ffc1e5b0bc238bd56844a5ebf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6304">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zgG1GPDvjaBgxeQaVXI14</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">693273</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'melodic metalcore', 'metalcore', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da55600215487d97db25c44fed51a7f9fd50dd6d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All That Remains</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6855">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1311742</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pixies</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zvul52xwTWzilBZl6BUbT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'boston rock', 'garage rock', 'indie rock', 'modern rock', 'new wave', 'noise pop', 'permanent wave', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70c017b2dae508c4a4a66dc370caa7849d623a3b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4431">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gIfJmtTilzroOcBZEeM1O</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Country Queens</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b003b197f445eb872f9d11c927f386283cd4154b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9726">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50899</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Stuart</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ffaa6140fe0e9346ad42970aa2bb24a80712d92</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OyGv7XUYQwQgECYSzJhyO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10020">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad418f4e47780da6488907f9e25a8f91c58af0dc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Mancina</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7115</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">movie tunes</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pVaQcaBqbvk0ucB4r65e3</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['movie tunes', 'soundtrack']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4743">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brand New Heavies</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83693</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f211005fc8114e881430b518941c5a3a044a67da</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DEveX6KVzhPDqq2VRuN14</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6798">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hopebeat', 'indie pop', 'indie poptimism', 'indiecoustica', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colony House</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hopebeat</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6R664N4cEza3eORSqKSgO4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91034</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f21b47817d576b0512d9fdb983f81f243e98f29f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6357">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amos Lee</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303631</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9892d223b440813c761fda83886eba2dc80dffc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QrowybipCKUDnq5y10PD2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'lilith', 'neo mellow', 'new americana', 'pop rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/78">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lwmRuXgjX8xIwlnauTZIP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/573323ce254851c2c0b616758c9e9413948cd16b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'tropical']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Romeo Santos</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8696046</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6534">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hopsin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EWU4FhUJM1sZQgQKdENeT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1312573</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f63366e13ad4c40ff2595be8ee0f5e2268d606f5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4457">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">591803</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lyfe Jennings</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ccfa0f7981d97fbbc0ee2326633fce2ed68aabc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33C3ByGk9NCrjTIXr6npqf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8118">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7779270703352974a9d7063a4f4c4faf32846f2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pAajGWerK3ghwToNWFENS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Puscifer</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">309182</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5815">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CX29P9at96WXxJ89hqZ24</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abf77e9bbd566ecdc1417e2611c9b6842573d5ff</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">594</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gentrys</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1496">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jazze Pha</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2896</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42b3e28e38197793d8252d760b36283687331e40</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QkusyyiLCVP97x3TADKV9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6885">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63knPlGzLHTNDf1J78Fvte</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new americana', 'progressive bluegrass', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new americana</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bcec9349bacec3c194011f6a19c659153958c47</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182780</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Devil Makes Three</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/472">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OneRepublic</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c52d6c4414892e4eebe6ae7a3d3d441f7728139b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo mellow', 'piano rock', 'pop', 'pop rap', 'pop rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8287987</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Pwc4xIPtQLFEnJriah9YJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4153">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6A5Ns1SpGWTt8SzXPwiqVE</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66399</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'garage pop', 'garage rock', 'indie garage rock', 'oakland indie', 'power-pop punk', 'preverb']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a68a093621ad349ce05319aaf3a02682a8a1172</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shannon and The Clams</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5712">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1879</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/376932540b84c29f83759b90dcd7e5c3136477ce</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz organ', 'rhythm and blues', 'soul jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz organ</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xGdsn4r7laoQDz0zbm1nY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Doggett</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9388">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15e4730ff6ced93aa26e9b9db896289e63f1a8ac</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lB4GxfCWC7Hhlzb20lhCg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fleshquartet</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5454</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2408">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca45c2bfd3937bcd9837b4ff0807758d80bf0d8a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flag</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wI6QHfiNjI4t2UsAu9q2r</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/883">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vbY3hOaCAhC7VjucswgdS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twista</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'dance pop', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">510313</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a038d0a839c3e86eb5865fcc291b27c0cd9c3f5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6807">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12H1Dmi64fAmmARrsyVFzy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trip Lee</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap', 'dfw rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5b73510730c3463ae4a1d8c8d4ac733172f6c29</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247458</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1974">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jersey rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b439a694c5bcb2b59ee4c84bd28328fc6d2e2d83</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16052</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shaquille O'Neal</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67RWyN1fDOu7WuSTIi5hE7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jersey rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1768">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bee Gees</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LZEQNv7sE11VDY3SdxQeN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'mellow gold', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d5a05673975ba0c378cd280344e000b0b865620</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2322626</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7300">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Airborne Toxic Event</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xovAENFxmyEWhzbnHsB3Z</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143878</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbd9f183036a27e4a8cb42ed762e2a3bdcd5c909</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie rock', 'la indie', 'metropopolis', 'modern rock', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8397">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xFnmid57ZE6iWEXdEXO3b</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracey Thorn</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33037</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4667930aa649a0300eb07fb88981c0560910655</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'new wave pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10060">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5077265bfb7d16d7cab7b4ad83b11442c5544813</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Winter Consort</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2091</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aeG7Ec8e7FHPt3devG0NM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/831">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174990</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2waKklOyXKNqhqIOmE4yBA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee78eb3885e3cd32836be3beff84b2d445a51199</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mindless Behavior</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5934">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45iwrW9MTdauua4etsP41U</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1436</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Black's Combo</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/591860c036d53cc43e000ca4ad417b875b248ae2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8909">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30218</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1e1426a5845d5b092d718201256014d632475dc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Head Automatica</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cyaobEho8uxhqLxwG7j6i</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3278">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Train Gang</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07n3hfkLVTqg1gO6WHqEUC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e2994fdfafb3bc893ac75c2afd6f81e75ab5f89</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6861">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HA5aLY3jJV7eimXWkRBBp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Epica</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22936316d0d94fe018f81d59969ee555a8b55bc3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch metal', 'gothic metal', 'gothic symphonic metal', 'neo classical metal', 'power metal', 'progressive metal', 'symphonic metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">454983</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/488">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22527</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df8c9d9318a5f598dba02de84323d97656d5adbe</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghost Town DJs</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JbmXqez7WvTggoxn3UpVT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3671">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doris Duke</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3332</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1f3c5eafac7e31da44609f94f4f2ff16dec4f0b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EBkFWxQ0EP5Fvya15d3Af</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4182">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66a7fe2b2fd9388cf860f88e8636910f161be6cd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ixB75BQR3ADoWQkcHQJTs</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Autry</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22782</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1378">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61f1b585f6df878dfd6bcb1df13e780df41d8075</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cVANA4xg8pLvSvg943xCU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7759</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sasha</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6236">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46b68f9af956d498aede61ada8f40faef0e20764</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yQyT3GaAXmzJMf6Vt1ZZj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Inez Foxx</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9669">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casual</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OpQJMrOpOEYgYoU0Ihku3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66aef48c52e49ad8788e83e688ba3ac1f8cb4a93</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'turntablism']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6890</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2592">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MrXYlcl32SK12YxMWJWte</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd5c6bde11a93f4bcdaca50ab96f1c692d84bf1d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Magazine 60</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2050</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5024">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57fe26e8346982d1cfb822b5d7789c7e7ab74c13</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Ryser</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BB5YSCmMcaWLSB9D4vkiI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11159">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7e3bc87665763856a2dbac812ff22d99f5d46d4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Onyx</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E0tyY2JK0icTaI5b3rJ0a</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3137">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J Williams</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bovrWNHUGYK6evMxlOR9n</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10062">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['compositional ambient', 'fourth world']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2048</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3fa8dd27bd492d0d47bd7beadf029a2072d6a7d2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KPzLZHZrqvYILcVTEMCP1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">compositional ambient</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Riesman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/946">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Muse</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5153484</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12Chz98pHFMPJEknJQMWvI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12450535621500d6e519275f2c52d49c00a0168f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'permanent wave', 'piano rock', 'post-grunge', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1381">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel r&amp;b</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70446</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel r&amp;b', 'neo soul', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruben Studdard</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0H0yrKDty3I7pPrNUSH3wW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b93e869dfdbb5f16af8bf0d9e1864363733897b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6770">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EI0NtLHoh9KBziYCeN1vM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5586bb83a4f5169d2d0c81d75d75eb2a719b87d7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'new americana']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56191</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhiannon Giddens</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2828">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LfO03nEZMdWNHG2tLpMa0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120329</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/657139eb6fd4b5ddc68d7954d8b0672948b6f791</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tavares</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7880">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Cay</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91f2295a43fb3b383dc93907c52ba19aa83fdb07</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zl3RAxFIDEx1sVleqd0ZJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9508">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'east coast hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45540</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d35c2cd0c8fb3155c29bf50a1ce93569dacdaab4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ho167y1Ac7ANj2qkbJUCJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boot Camp Clik</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6503">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'emo', 'emo punk', 'freak folk', 'gbvfi', 'indie punk', 'indie rock', 'jangle pop', 'lo-fi', 'math rock', 'modern rock', 'noise pop', 'noise rock', 'post-hardcore', 'post-punk', 'power pop', 'slow core', 'triangle indie']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e977383700dbc45a38f169b39d1f669f8638ced</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superchunk</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42597</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lmde7T1WJPFwv1eR6melP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9784">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7shkmTPocFSmf1vH4yazHk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbe0862ce34e32f29f3344ea35103ff99c34c0ce</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Noise Piano Lullaby</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/83">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6M2wZ9GZgrQXHCFfjv46we</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa46a79617c6e05f61d2718b189d8fa0dc29863b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13064444</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dua Lipa</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1781">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">960442</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vbKDsSS70ZX9D2OcvbZmS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'garage rock', 'indie rock', 'modern rock', 'permanent wave', 'pop rock', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beck</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f9a6de96397097f0a717bdbd4b15fe9d97ca5d0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4739">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'downtempo', 'electronic']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21ab7a9b6caa1e6cc17e7069908f1a2372d3bc47</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T4UKHhr4HGIC0VzdZQtAE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faithless</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">330083</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6834">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'djent', 'jazz metal', 'mathcore', 'new jersey punk', 'progressive metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IGcjaMGAtsvKBLQX26W4i</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146054</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dillinger Escape Plan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f8dbdf8cd2fac4044a8f99b0c73bca422f1a9fc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8537">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yAE0Z6MYUZkEhzdq8racX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d23205cd3310b117060d54aa253eee9cc2907abb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22313</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cage</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11236">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/462135672fca85bbb4c8e2a612144a3668c406b7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Henderson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">587</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55PU5eP7Ndxn5T3TvBdXZ2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1621">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdcf0ecd5b041452681badedca98f7d3b8494c52</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ol' Dirty Bastard</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">431047</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50NoVNy9GU1lCrDV8iGpyu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4042">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Sovine</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wVgfy012qNvQ607JM5Qsf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36337</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51de4fe72a2e0b52214fa74a627f0d82c74d09d6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3531">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2847</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Climax</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f546ef5f8f36cea7f724b60b99bb17129c10a3d9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OzPxKCB5R3MLxvkdGN03X</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8883">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422199</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CvTDPKA6W06DRfBnZKrau</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4f83f1c59467d4e7f3abb7a115222d71c4d884c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'electronic', 'indie folk', 'oxford indie']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thom Yorke</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5782">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c83f51c409638e3d8ca2cf2c7428066f8a73fdda</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49KwqMhdTaRPEPeNm10J9l</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bill Walker Orchestra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7379">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxygen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55LHFEtIplWhsfyWZUwkf4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182398</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f780908eccf4df03332c67ab6b02c1f03f54e05d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'baroque pop', 'chamber pop', 'chillwave', 'experimental pop', 'folk-pop', 'freak folk', 'garage rock', 'indie folk', 'indie garage rock', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'neo-psychedelic', 'new rave', 'noise pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/536">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/240a49c9fce12d2c74c9c992b3c73a7672ac30cc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Omarion</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1462952</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f5nVCcR06GX8Qikz0COtT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11317">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fernando Pereira</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c7c31dabb15f309803ec2fd1651dc62f5a2ed43</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YXFiAdSoHdil8L0EFtCwx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3141">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrea True Connection</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GHovBcEWpbnwCZDPF9GpM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/008d812cde73163e7120e01d6ac7f234cb537044</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13628</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10649">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Coffey</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6025</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d82338529e794d687ccf2bc837c72f02bd8470bb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57GVLfjMebK2uiZn3wHUN8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6342">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark trap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VPmR4DJC1PlOtd0IADAO0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">$uicideBoy$</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark trap', 'new orleans rap', 'underground hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d1e0c2edbb23b01d494b21a0ace0a56dfdae968</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1564242</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6838">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Fang</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d3b83c934fa2ac09ecdbab6b29ba855373124e0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u4HBuoQ4dgPBzX2Q9uf5S</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142893</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'garage rock', 'portland metal', 'sludge metal', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6950">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d166bde5b5e3eb088b9bbb95b818ea7241d3a01b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">465585</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'electropop', 'electropowerpop', 'indie poptimism', 'pop', 'pop edm', 'tropical house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cash Cash</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LOB7jTeEV14pHai6EXSzF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10645">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c4c82ed002e1f392e11338c2c84c010bc07fb97</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baile pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vzBdce60TmSDTCA6ii4VA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baile pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GA31</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18740</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6462">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CNCO</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f19b7692fdfdffd47cdbea3ece3f249a71d60ffb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eecdvMrqBftK0M1VKhaF4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'latin', 'latin pop', 'pop', 'reggaeton', 'tropical']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5785834</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3035">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EURsXo9qlt1aMWlviGCRi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashford &amp; Simpson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198526</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36dccc4ec3002689941c020919122a0076d6f6de</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10902">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28472</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Lehrer</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38f3fc5610a465e4fce3f97b4d747c087c0332e7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iNvbRVX9W8t1RpD2SHpAO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11515">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1405</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VGFS4UGLOAxlMGqzcqHG1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PMD</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/926172541a4dff5dca6bce37dd9307f79053dc51</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1173">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nine Inch Nails</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'cyberpunk', 'electronic rock', 'industrial', 'industrial metal', 'industrial rock', 'modern rock', 'nu metal', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1267482</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/959969ce11b5b44c45e0061473cf0f19215fdf53</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X380XXQSNBYuleKzav5UO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5285">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gamma</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7b6e3574eaa284c00607e51864662b14dd6983e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nxLkUvHbz2O3U6prNIfm6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">931</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3440">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ladmloy8Etn7qvu6l7KNy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed94d58fb1d8d0480c60c3a6eca1f3c516899175</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gun Hill Road</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9789">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IiBarn43LaqM1QInB6G7M</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aac8b073886dda997ceb96eb3541c1be1f76dcfe</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8292</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Gatton</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6672">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DqzOWVL2ly48IA9bpZdie</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126942</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dying Fetus</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal death metal', 'death metal', 'deathgrind', 'groove metal', 'technical death metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f46d8dac535dc967d7b98e82d6358e8a0aa6c123</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal death metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4622">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a89575be5cff898b6b8b5f7a0065cbf5c23321e4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ILgJERmX20rZuVVDQ7z5P</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13687</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'southern hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504 Boyz</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11054">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b56c8bee8d8e44ee0d0c8978a2799a42c2822ff4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gold Country Nation</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lALEaMb0temKiSqMl34hf</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/130">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Khaled</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4152548</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0QHgL1lAIqAw0HtD7YldmP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94e2383b16d3a8f0af23b45ab9edd767b4107bbf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'miami hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2258">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116498</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pebbles</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'new jack swing', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">702AvACMk5mieXIYlC2Gxx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cd09b1f3bac8a69b4d98de86f57dbb1a9aaff9d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10087">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Theme Guys</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FSaUMJoJJ8AElRiWPpZ8U</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6faf3e50ad35fc9576dfe6b6ef8736611b22a097</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5151">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0auxGqduSBWubpKjjSNKLr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6456a124a1c56d84365d9a55f682b9425c70e190</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2062</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doctor &amp; The Medics</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/860">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shania Twain</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1611727</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian country', 'canadian pop', 'contemporary country', 'country', 'country dawn', 'dance pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5e4Dhzv426EvQe3aDb64jL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f528679a91389bba146690c8353f1376906d46ee</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3173">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10065</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul', 'philly soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c38e7aecd0ddbab4688e69046cf2878a0e159685</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Holman</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hLuzWVCPicO3nNHfFvB32</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10748">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joy Saunders Lundberg</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LJl8QuQDpOhPdP0JdcdQT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1209a107b73946180d00905a60a580685eb1b618</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4291">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">966</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CtgjasLNN3Ym8SHm5JuJn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e627c26065b7b9176d855f404f299ef7a1eb815</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Singer's Edge Karaoke</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/620">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">will.i.am</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2682505</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9e6047498dc100048c4597be2aa1d20ebf6df40</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">085pc2PYOi8bGKj0PNjekA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/173">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352937</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/811d6567cc46a6950269b41154b547e2578d4d10</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'detroit hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DVipHzYsPlIoA0DW8Gmns</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royce Da 5'9"</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7155">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30245</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Rawlings Machine</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tlnuBsCPe8BHUuADPvUSL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ccc41cd0ff824d9d9868009f31b17450c1a2dc8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'deep new americana', 'folk', 'indie folk', 'new americana', 'outlaw country', 'progressive bluegrass', 'roots rock', 'stomp and holler', 'traditional folk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4970">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jesus Jones</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22681</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0roeI3yPusDWwWRzAqTopw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8a39242543dd27be3d8f8d6c9d26f948dd28a01</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3739">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ycoXr0Ayd89vFUT6BOiWo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22635</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'cool jazz', 'jazz funk', 'soul jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herbie Mann</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/653788661cb064b681568f461738115a0a259044</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3573">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'traditional folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8c0d0b3437781ae24c66e47ce81795cc2c813e3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noel Paul Stookey</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2556</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jOImUkQkjgfBfDeCNQWyh</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3045">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Brown</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mDUt0bSAdmgG3WQMhLJz9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d16fe7dc2fdbd92e9de97301fd0ab2299ab2ea9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1177</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8298">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15219</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2fd7da9d820f0add027f5acd32f2c2eaeffe3e0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern irish indie']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern irish indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tired Pony</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69Q7zvYHGcTWZpZlLbY2oU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5156">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Players Since Creation</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">581</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69jVjVhjeIhcJNboCmRA7t</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b0c3a6bc4dfb00dcd292a1c2ea2fcff000d3313</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2410">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41734</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camouflage</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4966e099551f6c0c52006410904d289dd03e903</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ebm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ebm', 'futurepop', 'new romantic', 'new wave', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YTbBGa3Tf2rRPhiJxWoUN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10639">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02a29c0fce7067e7acac8af102543523e2380093</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6edGSAX5dVpeJVwu1Q0NwJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lighthouse Family</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'neo mellow', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259745</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8740">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ASHES dIVIDE</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cNHQN4eCc7nud8htPxHBy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'one-person band', 'progressive alternative']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26372</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a54d44889a484b50a7082f7919fd30bbb302bdb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2129">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02JTFUpX3CgLWXNKEXIvcb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93f99942316f6ad38622dfa764baee392f683003</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61162</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Public Announcement</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4347">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Check'm Girls Presented By Charlie Boy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf1f1fea1096d4536cd0464f5a75896f9005e374</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7euU41rMLcoBG5gVUQUEz8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6654">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">700064</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">In This Moment</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tbLPxj1uQ6vsRQZI2YFCT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d8019e11bdba1f7e35b8a64d2542a0e844ac49f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'gothic symphonic metal', 'melodic metalcore', 'nu metal', 'post-grunge']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6454">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HrkLxQHZ5mgCtIVpiH5QX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133540</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-grunge', 'post-screamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daf95b73b6e57024593474644a1d238d174f38a6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">From Ashes to New</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4777">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UgYIWTgZ9x2aPUrWkaWop</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Kershenbaum</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2753593e99bc791c645e4e7048270e32613fc3dc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10576">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Wood</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52qIEkVQA2MzMZKtIEuWAf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94802a9c3a986cccad1a9e19a5cd76e81027b570</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'glam rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8919</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11402">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rmhskHE7NCZQDpt82u4Mm</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monti Rock III</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6869">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warpaint</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AmgGrYHXqgbmZ2yKoIVzO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337323</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'chamber pop', 'chillwave', 'dance-punk', 'dream pop', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'la indie', 'modern rock', 'new rave', 'nu gaze', 'trip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf1dcdf0e01e0c4043e0aaf1fbf0f38c345850f4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1524">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian pop punk', 'canadian punk', 'nu metal', 'pop punk', 'post-grunge', 'punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ad9fb703dffe649bec3ec92abccbb280276316b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sum 41</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2174028</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qT79UgT5tY4yudH9VfsdT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1836">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'heartland rock', 'mellow gold', 'pop rock', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mellencamp</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">622463</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lPQ2Fk5JOwGWAF3ORFCqH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8c5fdc3749fb40310093c31710d2c105feb27c3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3845">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'classic soul', 'funk', 'neo soul', 'retro soul', 'soul', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171673</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sharon Jones &amp; The Dap-Kings</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd0f5585d478bbb91cff3e0b723ed91c6d2046d7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LufpoVlIYKQCu9Gjpk8B7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9448">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a93931a8d50fe31f970cd303f5af8aa5a102edc6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swing</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xPJUnlSWLJHXch33w1Ljj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swing', 'traditional swing']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18916</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Crown Revue</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9986">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45d7db6ddc0223e43491416750a5ef4f29a2ec9c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Screaming Blue Messiahs</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1887</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NThbe2SzQCuKcsMTIujKS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/406">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f072aa3efa1ec27c6b1dec37d5c161c442dbb3d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">957411</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qSX3s5pJnAlSsgsCne8Cz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brett Eldredge</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7197">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/357f8818a71b510250a193ff3a72735787832842</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trae Tha Truth</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49vCIUW46QY3L5vo1xVFoy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158223</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8299">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0S4zLQlUn398bugWd6Inmq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91309</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d73a0a76189c5cd8be598a797095bd07518840fe</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Group 1 Crew</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian hip hop', 'christian music', 'christian pop', 'worship']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">246dkjvS1zLTtiykXe5h60</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16737002</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dfw rap', 'pop', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Post Malone</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dfw rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9d8b742b66609f12da023c472c2685d455930ed</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10016">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2ea4f899d6021b54fd177a90c051990852ba877</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">426</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Spencer &amp; Friends</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4noLsZmHJV8k3LI5MgeqIq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9048">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f598dfc02a45b23c1ff4b58d60e6bd497001a53</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ric-A-Che'</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UDDsluAlTJHl0jM1yL62G</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10818">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jEqRFAEWe61u3cGepfUGn</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lawrence Welk And His Champagne Music</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad9c1eae9310e6326949067f238ae63357ffed13</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8134">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Static</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6735a83d669a77db2f5a4041d231884d7646ff0e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19219</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CptjEjYax5Dj92JxX7sav</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2942">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delbert McClinton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'country rock', 'electric blues', 'harmonica blues', 'modern blues', 'roots rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8482a9cdd2d054a146ba4855250f1050df855aeb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29191</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ri72CuuQSCLLkDRJgniFU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4302">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f29abc728f0928c2f49c8d8c2b7242165bc81879</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wz3xBeUET6xM1yi9tHfRg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hit Nation</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">383</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9974">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f884587e168f6975d41975795402ae0793794d43</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'old school hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64669</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grandmaster Flash &amp; The Furious Five</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hQCwevTf03u1rECrRMeop</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5899">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CFakWjGrOPX63O2XDm2ZT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Look Park</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">846</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5646cd7462ed8f8e539bc21b86deadda5a4b0ade</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11380">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funky tech house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funky tech house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3203</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5feb3ef673b2a682f5279113148be3247446048</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kerdbIX1DaNMNBcgvKtDR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Serrano</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11483">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RQXkL66F6UrUVEG9amvJS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Golden Gospel Choir</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb81b9e82b08f2ed06d6c03d4303dca90040f3da</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11013">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Squeak E. Clean</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72ea0eb324a69defdb3d527990b94c850ef09c2e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7F24NJplqlEzVe5aFllcF7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1908">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Bernard</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5c6hrlOIg3Ppcu8i30tIiG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc98846002635ced9a92a0496fee4be096a9fd26</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">612</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2654">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d47008e38e6a77b739ba84d36247851d62ba2a3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philip Bailey</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20356</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZNeppgfBLPUyugks9Yn1u</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9824">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scatterbrain</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2838</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c14aea4c6d9d54f79c94a67c2cb1738c8ce75e5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ttl0jQxIN2iF8qY5xo7gO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic metal', 'funk metal', 'funk rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7621">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb5f00bccf62fed9d6a4ee550040d80f119a8605</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11796</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sisyphus</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WW7gF6rdDASW1brWmFUzM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6000">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50e52075c6c3169f82f31c768f0c4c8a2f3471b9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randolph Thompson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xiYpqQmXfepAjqaBi04oD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9027">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'instrumental funk', 'jam band', 'jazz funk', 'jazz fusion', 'jazz organ', 'jazz trio']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Hg4SUNDuIn8xIidz9GxFw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Medeski, Martin &amp; Wood</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69041</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98e91dffa4205b0f72bd641d1badd2be4d0e9f9b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7448">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">800574</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast reggae', 'reggae']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast reggae</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/167559fb94f2c38d2b5db518b461c600aaa3cc40</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vaWvC8suCFkRXejDOK7EE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SOJA</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2105">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110570</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bKupnlF7XOfR1En3K8oAL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ec4919593b340858d86eb8617b712b7e81545af</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Go West</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10171">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7acKfhepnJ0igVpjtRrl47</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e9d2389440ffa82006dd193d155e628221a4d60</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Elgart &amp; His Manhattan Swing Orchestra &amp; His Hooked On Swing Orchestra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2584">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175337</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6loBF9iQdE11WSX29fNKqY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3f4f19f646c655113a27d01e0ea8450b0f8392b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howard Jones</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4097">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8fb3db514ab682a9738db38bc40d0b23f5dd6d8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CsBiyjBzZ8ZWwEpcMg5fy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Boyboy West Coast</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12538</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/762">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53605</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey James</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol', 'modern country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AAUWYwZqrnuwkjMCO5OX7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f587d3e46fabd7d2c4fcb0144eea2c567b768591</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4954">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midi, Maxi &amp; Efti</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1865a7bc46c4843ace66f36e2c1861b06a68339b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">361</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CzPjVaN0D9N4W5i8FiO5F</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5103">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44e49616eb69c07539ed590d508b2162cc818eb1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Creole And The Coconuts</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KPWnJouOHhX0ZhscJsIU1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11448</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5473">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZZOIWyRv8tdx0kLPlTtMg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'nashville sound', 'swamp pop', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie McDowell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15cf7b857856ee7553df1333f9e494a72eef50ba</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20303</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3420">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2301f6568ac78d762a93030a3f81ed81985f3634</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hYruMimtF8axJGLsFpfoU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21113</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Rodriguez</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9453">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb0eea9d9d4c40698242da120c760d4236c63b59</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3V3ChkwvlWDJtMFuOKfYiB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26946</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gravity Kills</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['industrial', 'industrial metal', 'industrial rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">industrial</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11426">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UrGiQXrpB2CmzVGVFtH5E</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15691</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edc19e07d523fc5fa1f71b0bc60adbc7c19bdee1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Last Goodnight</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6618">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'modern rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5204ba1c009e60a0d5253dd2af7be96d82cf9159</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J9Z9bhqkgyqseEi85cbyx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165692</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mutemath</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11370">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a75fd79a495cd6cd93b0480730c4ebc5e77e553b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fk1V3INPRl6WCPl3BUZ0J</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Smith Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9846">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XeBbK6kVfTr45af9vTx9H</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flo Meton</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ca2ba248cd2a40bb5cdca633c209c1528ce82e2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2616">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1a40472b8525bda163cca634e384957d93125e4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tragically Hip</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YMeriqrS3zgsX24nfY0F0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian rock', 'kingston on indie', 'ontario indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">464630</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6409">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WfJ1OtrWI7RViX9DMyEGy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">964797</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mayday Parade</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'pop emo', 'pop punk', 'pop rock', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f8d7e22557d04d87a7e5cdd9878ab5147445c2f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11324">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2277</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sloBbHoVZwuXD9XuPVHUp</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dawn</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5761f0bf0d3ad46af08b9a78bf4583e0a9bdb994</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11446">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4B6QaGBWXq8Y7tH7AMM3bN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db21d068b2555e62a6ef6a3a843c0194398ae9d0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5385</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephanie J. Block</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1804">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suga Free</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'g funk', 'gangster rap', 'hip hop', 'hyphy', 'rap', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92ad3bfe0aa4efc3769634bf8098430a70c28bc9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160838</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AjokpCIqf0gHMZJlodw2k</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/672">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9910b6669a3994136df66bc47556bf5fc39231c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Rx1JKzBrSzoKQtmbVmBnM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33873</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hayley Williams</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11365">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40dca763093cfe9c19da6f840a153c2c94067c3d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Olde Boston Tea Party</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rrgcQYYsHc2b6J16sE8O3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7964">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34103</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96d403ef6bbb60a1833e67c3a3625b5fe4e64446</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'hip hop', 'soul flow']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skyzoo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qHfqHyHZnxvv1lfkJraQc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6004">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34LPrj2jJHyeenP4sURa7N</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Jaye</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/108b595602b9ff6cd4fe60443ab937bc220280ca</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">522</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6766">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">459317</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af6ceb1cfbbc221a3f02ecf37ef0fdfe7a510040</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qc41rNTtdLK0tV3mJn2Pm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Adams</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk-pop', 'indie folk', 'neo mellow', 'new americana', 'pop rock', 'rock', 'roots rock', 'singer-songwriter', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7876">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40211</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38euc5ce2q2MMzaoJcPstz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19ba5bc9a216f49c44c194b1f668483edb250cab</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Rouse</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7524">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">¡MAYDAY! x MURS</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a4342ca0215a95cb64d34d98b15324ce4cf37f2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1125</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OqwRftds7A6DSWf2cD5OQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/873">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1648246</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waka Flocka Flame</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41801ac40576d7c377c90c9fd5d20f548d7ecd1a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f4XkbvYlXMH0QgVRzW0sM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8160">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">God Help The Girl</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d725d070979115607a7a2ecb2d876c0deba5e0d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24219</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zTWoo52TNONUpCUJPi99f</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4608">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tRRrNLQY5rejEDVSjy4w3</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60340e8b4851a24102ded188e328f3a1db6758cf</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debelah Morgan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2880</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4540">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0svyIX7Xu3DVMkrOtB88i6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394776</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd9c287e409fa9dcf5bec3c10a2eed553902f533</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diamond Rio</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5902">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18e8df764d4f4bf06a8cde7fa6a0b40967152341</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">706</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merrilee Rush</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ao1vYvPBQUjsfPbPHQPhZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5520">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MLz0tOlfdZVSAwNSZhwo2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Laflamme</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9210">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anime score</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb506034a4d533dfd650e6292dfdab72110b99b6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Capcom Sound Team</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anime score', 'sound team']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64439</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3w1Q754jb31h5CXQCcnLNL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/368">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremih</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3614527</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48e38236955edc0ac5dbe291992dbf82a90e6d6d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KV3p5EY4AvKxOlhGHORLg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'dance pop', 'hip hop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9180">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/420feb7fab6622848736cff1aa11739eae13849f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Box Car Racer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'punk', 'skate punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DK7FqcaL3ks9TfFn9y1sD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229531</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1067">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheryl Crow</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">522443</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TKTii6gnOnUXQHyuo9JaD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d98b9a6c8ec25e206442afe4e72d837fbe908a2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'lilith', 'mellow gold', 'neo mellow', 'new wave pop', 'permanent wave', 'pop rock', 'rock', 'singer-songwriter']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2462">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a830839673ed4cf4ff92559b588a7688560514bd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132777</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Barnes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1k5aZWIOUbUfKcnMxtEivJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1782">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c71aaaa5fa2e8a9b6213a0ec45c21d53792faf3b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4d7h2InTvZxOd2JC3EBDLe</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Lawrence</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9084">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Guiney</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b77268bfb454776345bf8ce0c00ee352e065176c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tQPfgaHkuc6eum5Qg0bxL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4311">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4e4BtSmUjgfvMZvJ01jkJP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a33043b359b70983dc05872c83d0324c0e185b6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke NYC</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3848">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VXoEqLAQabJixLonXrf5M</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Letterman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3907</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d371c0b3e688915ff217a23fcc2b724c858686b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/593">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c4e10acb03d0dca3fefba025afaf7e2f358c2bd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4meDBzKx5uVl8HY5WbIJJu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7999">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal death metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72c1128ab6fadd3d4d1c79e495293973eb2803ee</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78193</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal death metal', 'death metal', 'deathcore', 'deathgrind', 'djent', 'jazz metal', 'mathcore', 'melodic metalcore', 'sci-fi metal', 'technical death metal', 'technical deathcore']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Faceless</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FQ6uth7icR6Jhla16K2vC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2604">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">638069</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'europop', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SD4eZCN4Kr0wQk56hCdh2</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie Tyler</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6da08f0fba0b1a7bf6f34eb033b530fae80e99e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10692">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f19d3c81f81fda9a1b2569e4d005d7d73135374e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard bop', 'jazz funk', 'jazz organ', 'soul jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ud1yQWO0eEL8hVcXyU0Oi</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Earland</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5571</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard bop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1596">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PhoLpVuITZKcymswpck5b</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock', 'mellow gold', 'piano rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f50ae3e5cf3637c5f486b6205468c245644be36e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3459131</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elton John</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8197">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lds</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">513</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mack Wilberg</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lds']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74bd74f739e5e11b280051820c8e10c1a843abbc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Zpql3RdMQjunbDKk1bIiz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2044">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">396Kh0m4wGUvcMUULw71yi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'gangster rap', 'hip hop', 'motown', 'new jack swing', 'p funk', 'popping', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238423</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zapp</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fd0fb3eee2a28e8bad4bde16cb744db2ea25d78</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4134">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Irma Thomas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'louisiana blues', 'new orleans blues', 'soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8def83067daae4e52e6791b5dad9a208ce20665</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01Z8Z9K54zewyP04ZfGLSv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40138</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/597">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36psi7HBMj4EEtL0Idha7k</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3022e28cf613ee19f1705cd931c98cbcc37a9576</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['moombahton']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Milo &amp; Otis</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7745</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">moombahton</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8875">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sean Ono Lennon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JUYSPkis2Mk6HUbmMqk1m</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38346</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4b21e78f8fac3f954022c4ff361ac5952eae09f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3009">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/207803ce008388d3427a685254f9de6a8f61dc2e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Led Zeppelin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'hard rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7663718</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36QJpDe2go2KgaRleHCDTp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/812">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4352628</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Selena Gomez &amp; The Scene</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dJeKm76NjfXBNTpHmOhfO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/469b6a74f5ddca9560e9f5137842e3772c8576c0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1157">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Red Jumpsuit Apparatus</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'pop rock', 'post-grunge', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">748323</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11aef7255cf47edcf64cf8562fd10a1800e9bf1a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SImpQO0GbjRgvlwCcCtFo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5179">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">343</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fortune</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94e81e981eebdaa287dc95aa25406469b9146f9e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3goA3telNzozvRguXpfuVi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/474">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afro dancehall', 'afropop', 'azonto', 'dance pop', 'uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">374sWpAJsbZckf98df2jJJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84367</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fuse ODG</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbc75401731eefb04bd548e655c1e738aaddb858</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afro dancehall</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3118">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rare Earth</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68090</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'motown']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eEsIl4wosvhuWI0mfXxAF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fcd3960d8b3b9685952ffd30c7c6899d8e3aaee</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2520">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67NN7SgdxKesGnxZOB8YeX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The System</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22606</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43356dbb1c63aa710c68f44232a56956e4e314cd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'new jack swing', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/329">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5100e8d0e55470db3362ea7c9c36224e99767aa1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae en espanol']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AdjzZxHJ4MfbImx2rD0Df</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae en espanol</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pj Sin Suela</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29425</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11301">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcdd70880534ef2426e96c660244847c65d362ba</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AX9k5ERS9sFbH7XPl1y4J</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">674</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gotti</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7307">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8ed7fd3b60e69a13fb7fdc6c6013ca00a0052e9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy Jordan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22498</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vKWxtht5v5MoAu4DID0Ub</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4923">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/611776f0d1fa11eff2e98a42ea6d1542494c1d2f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27454</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3O7IxMv6D9iFICSUa5w9X4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuckii Booker</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5379">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Breathless</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">449FOoBzsz0yEvFWxW7awa</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17922b98acb7e56597d9fc49e49229504b901ad6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/786">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2403e5037497a7767f74cf832ca642d009cde5a1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vfezMIyCr4XUdYRaKIKi3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1714470</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keyshia Cole</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'pop rap', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1575">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Changing Faces</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253098</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c51924d726d0a0fa20d5bf4f052cd9c93e0718a1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lJ6jvOiNY46L2juqXufpf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11255">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YubQqdakf61WoLI60P4X6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan River</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4ce8df837b1d583d756e0c5e27e7f13d0e262fe</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7787">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dre Murray</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9167</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q45hW4q5wKLjtnJlSgeq0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'gospel rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7611312df9b601f1bfb0fc3c0b2d3b2f6f38d708</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10619">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KRs4ZGpli6AGznavH58kp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucas O´Brien</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31ad68b59919a5019e61ba9ff3f82ad1dc6da0e4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">929</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1973">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">874</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39d8bcf126b0162d82a3ca6ccf43f6460a474366</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oeEffQL602t5EapJRTdxS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9661">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicola Piovani</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccfaa615327150cae8490167045b4103259b0eaf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11544</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'italian soundtrack']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11XlNd1KqePugYImzM1ZKJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/466">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13395393e3478d210c0f7eda61647ba791badeac</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">807641</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SyGEPymt1G2uto47tVWvZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MadeinTYO</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1661">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SIW6eVIZSz9V05WsaKIr3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36371b05db82a7b4b3d1ac8b0adb45b0cd925ae6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31685</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey McIntyre</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1640">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8939bdb1ee060a7bcb554a4c42098887688c3ad</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Jones</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OpqcUtj10HHvGG6h9VYC5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483385</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4909">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fine Topanga</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/305bd306623b2c0cc4cb063603f013627135790a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vluQS9eqz0fIl6gh01w1J</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1802">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16596</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freak Nasty</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07ab33599f379e0d99cd9c03a021561fa1b8174a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LthCv77K8NqLKr8B6266a</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'miami bass']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10180">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167830</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Uhuru</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'modern reggae', 'reggae', 'roots reggae']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aab73e04192115afb9df2c3ec505a1c744e7e64e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5keeQyPKYRxUCKDMECTXG3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7222">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3H7psXAzuBynE28B3FHeEC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f3961b4468e537ecdf5e8f259b18cbca8f81126</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soundtrack Studio Stars</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">950</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8635">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7k2OVLYjYoFDAxfVOl6ZD2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56b7fd7026664076317e636b472b6b52251a5196</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18759</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'violin']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julia Fischer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/670">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3186796</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77SW9BnxLY8rJ0RciFqkHh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Neighbourhood</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7880e6831c1b83030a4c261f46386b04003b0a97</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'modern alternative rock', 'modern rock', 'pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/822">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep dance pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ruutHJcECI7cos2n5TqpO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ce1fe843666d6820e32ec9ee6e85ee67c492d6e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22641</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nayer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6266">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Powers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34zudYAaTtp0ulMMSpdcrc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4375982bfc1576593f8a9b9adaf96f39f392a14e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2574">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6250d306f23d10f1e652e1a9d5e739e6ed12716</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max Headroom</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kWlLkjp0E7jPzEmgey343</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9982">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47c6e700e872df078be6064d3ca13ad783c31a3b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'hi-nrg', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17U2ImH5IyYMvjkCfPhMHT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125277</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Communards</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2213">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis soul', 'motown', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RwQ26hR2tJtA8F9p2n7jG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Temptations</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac427bc9167df8cb823cd93a54156001fbf6f9a2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1411243</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2682">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Cafferty</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/066c1205c71ef46295b257833aa054fecf6a1909</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fPK3TAseRcy6sAS8U8pEw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8432</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4815">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'west coast rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d273e8e435b0c21657812fac2f709623c532c89e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BNJSSIoivoAWGlyRb6nhq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36036</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wc And The Maad Circle</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10678">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b9e716ede032187fb4a5b2b75d9c5cf2438c6e8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie poptimism', 'pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cYEt1pqMgXJdq00hAwVpT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chase Atlantic</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie poptimism</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">309403</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10922">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d3856c569ba03dfce994b393b15a542dcd9eff9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Godfrey Cambridge</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43bZIUUnFXOKtJowBQSWmy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1670">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1672</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D1sh6dCcdjdAoI0nvuw7R</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f92af9cb9c04cc0c58819a16b2012dc7410c60ba</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sporty Thievz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1189">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dance pop', 'dirty south rap', 'gangster rap', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chingy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68ec0c53c1926784a30e14028e4f4b3d931ecc7c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">425689</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3s2wTjWxK8NOX09dmsvVOh</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3310">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WlSvDKaq1PA2Nr7cCIPxX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124899</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59ec2f95859d4f6f46128f7a35009d26e36428cd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Stills</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2703">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juice Newton</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'nashville sound', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4L1z1IcfK7lbqx8izGHaw5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86e167d0e254de17b9bfa055f8ac48f492ce58d1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77604</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9954">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Pryce Jackman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/498870b11b599ff0dca97efcd14bcbd988ef7162</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41guz6Ux2Y8BrluFGij5eX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1001">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03r4iKL2g2442PT9n2UKsx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1361111</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/705bcd56dc5dbf9ebc578a3ba8094e6d622862c2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'east coast hip hop', 'hip hop', 'old school hip hop', 'rap', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beastie Boys</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11052">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8356472d4a94b745eaa636871d231cd635d9d850</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coverchill']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coverchill</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie Renoir</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J6oTMVgZOOKh6ytjazn87</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6233">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6961e3143fcc592a109157b6d179ccbfc7e314bc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Overlanders</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IZ3d0v1c9OaPfVfmkSknV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4163">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5239</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2W9dD4SfW7p19JtzRgWGjz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Marketts</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbc2e08c8d70c11d23e8c7ce517f40e8036adaeb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6778">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb3d3f098c6882bcc32925ccdd16b56e314e94f5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NmYchKQ8JIR9QHYJA0FRe</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Overkill</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251596</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'death metal', 'groove metal', 'hard rock', 'metal', 'old school thrash', 'progressive metal', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1321">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swedish alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45826</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caesars</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rGrN4XDYhP6dUAZMvcuHr</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/664b64455e32f061ba134defca4b92830e4b2df9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swedish alternative rock', 'swedish indie rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8587">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2155</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ctgKd8fwNFHpT6EIiXHT1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dc8e26ae5ff22b094c6af033d3369e2cd0ed8c2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tinted Windows</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5887">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pWcV3qwmpgRXhK7Rh5gkK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Classics IV - Featuring Dennis Yost</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1646">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Benét</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f6966ac9709d7dcd3e79da71b5a8f258e6c99e6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335831</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kjO72M26jZkv0aaGxJaov</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9841">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benedictine Monks of Silos</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">633</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04d09900dfef8a24e8ccc4b94d553d0355b4c88f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L2vuM5wm4MKNamijOhNv8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7924">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'digital hardcore', 'electropop', 'indietronica', 'neo-synthpop', 'new rave', 'nintendocore', 'nu gaze']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">612621</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Castles</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5419a05563a9ba8cb16fe207199c298f621eef85</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7K3zpFXBvPcvzhj7zlGJdO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1414">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r8RF1tN2A4CiGEplkp1oP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ginuwine</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1327361</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8bc9979554744c06b3c62b7e94b82cd9303ec81</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11408">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1W77aQWfts1OQGp6WyMRtR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4716beab3535223f2edee0c7463c62d11e76c8a4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bulgarian Symphony Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">959</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10152">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n4XnQOYSixr8f3Is3EV2Q</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Clegg &amp; Juluka</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9868</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afropop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7ce7693d3c4fa81b3f7d6b00d2ed1086b053e83</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afropop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6859">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b97b37a7eb83bcefaea0f2120579729a20fd49c2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ndyVAdV9UqF1XjyTJt484</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fred Hammond</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234213</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/555">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1607960</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ndkK3dpZLKtBklKjxNQwT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.o.B</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8f14f414aa88b90e896b6d71aec72ea3687265c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5452">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7443cc487fb29fe0a6e73ad8f9cbfb0fe6f9b743</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LyH8I33ztRvEXtm1sZbpY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The McCrarys</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3738">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.J. Jackson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54adcd1d781de7fed05a9d4703a6e715f0a6c5c4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FBBmwVjTdJ54I7j4BNkF5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">629</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7741">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34fdfe24d14a021384e5e1303f65c43522ffcda2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dangerkids</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'gymcore', 'metalcore', 'nu-metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3N7q5meGCAvpjRAr2U8OX5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45854</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7398">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YvQkjWJ5ykJVUNP7YbTy9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51335</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">From Indian Lakes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'dreamo', 'progressive post-hardcore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96bf96cd973b2a9604ae0969a016422249e8ddf5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/511">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">viral trap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['viral trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">iLoveMemphis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102681</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e45f5a2ec8e40cd84724cad7ceec5b096730178</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GsIlcwgQDJVjHD82mbA0Z</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1066">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0ec9447f53fa65060f03ae4b9c9c4632ca18864</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211305</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01Ppu7N8uYJI8SAONo2YZA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melissa Etheridge</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'heartland rock', 'lilith', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7357">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep underground hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">265611</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep underground hip hop', 'hip hop', 'indie pop rap', 'pop rap', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/727b71ce6d099d35e78b2ab49c7bfbe8be4acd69</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IstlZaHyUP9SONpulb4SM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Webby</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5433">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xnukP6q4PWNqQUjQjMeSb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daae89e3feb275a468176f15dc5c9c2f56153caa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundtrack Wonder Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3846">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Balloon Farm</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19XcqrBVatp6G4n1ILBGn5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9382">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9895067694a6b11db54520194cd62255fced01c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15247</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fRiVl9fyhUEZhcpMyIxUG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'operatic pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Crawford</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2619">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'mellow gold', 'progressive rock', 'rock', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">591149</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e90d18b7375a0e78340d23f72822646c4cc3b70</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Alan Parsons Project</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2m62cc253Xvd9qYQ8d2X3d</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10044">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c9700f13d29b7f1900f295b1b7836960a2d570b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70BRQ5tBte6kVqHviL3srE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental funk', 'jazz funk', 'smooth jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pieces Of A Dream</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32252</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9116">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adec38f22f421a3495608502f03866dc4f951be4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KQqMAIk9n7Axul2872iWj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1547</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Thorns</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6089">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Poppies</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af52b731120482fbd2af09b32f08fc84cd064574</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ncg3TPqFL3bEaMLjYeK1D</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6328">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LANY</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49tQo2QULno7gxHutgccqF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1819036</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la pop', 'pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e41b32fde011d59779b14c6ed009df579f69b0b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9443">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3c88ddb492f6a50a169901b2824b8be81e1a67e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4z5MKQIUl2a6ku1DU0C8EY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['french soundtrack']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">french soundtrack</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerome Leroy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/532">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tropical house', 'uk contemporary r&amp;b', 'uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bT7m67vi78r2oqvxrP3X5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Naughty Boy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tropical house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b25308e4a1bd099521b8f8676af2aa3904a83671</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254875</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1523">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LFO</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c1e29fde8f0bc073fbfcb60565998e89d22c5ec</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FizW0swe8ODtXvEOHXbHX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22689</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1817">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'diva house', 'hip house', 'vocal house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0254db261eadea36a4d07ff9fb8ad860ebe8ae77</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Waters</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sd9Q3r0Jhqpe3w9WVuG43</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41033</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10460">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uoxQP8sVVpwH4BmHkobiH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aztec Two-Step</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60b325d3d03fb8e3357d1244b33f1076e019d39d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1513</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11192">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uI6L2Gdy9rPYrv6OUBTyP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21456dc419f6ca4ca08c11da16b66ae160fc485b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starlight Music Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/528">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">917531</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'idol', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Lambert</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/957c24eb9ac894061d3627539e687792c0f0b072</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6prmLEyn4LfHlD9NnXWlf7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11069">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GQDNe6VaOC1CHlG1wBzyN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peabo Bryson with Roberta Flack</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6502">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indonesian hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IDLDx25HU1nQMKde4n61a</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1158591</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21fd020702814141806d6ef2548a51fde7a5d256</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Brian</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indonesian hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4836">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4faffdb20541dab52fa5488df7ad2e196a6768dc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FLMHHUhqa9B8wpImQmcn9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">399</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dash of Honey</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8054">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9633744decd329b0beb8d211308b6f94a8806784</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54683</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">546WiMGysEqWZTzP8hJvB2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Avalon</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8083">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122223</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92400c43175ee1ced3b4eab023423ffe3914e73e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20apXQGKM00jJTvYfyKwlb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maino</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5213">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">637uHHQBg8VrLP1iiWmDD5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elaine Caswell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11081">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77PPhg2y4Efayq60Xgumgj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Mandell</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2031">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heart</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'hard rock', 'heartland rock', 'mellow gold', 'new wave pop', 'pop rock', 'rock', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c145626e516a6817c43e7eab2b1cc3a5a9562a8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1044515</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34jw2BbxjoYalTp8cJFCPv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1374">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mashonda</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1254</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SyhqYagv3kA1s7xbI8QGi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/315617a7bdc5ba6c8fcd2721ac51eed60b3caca6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1360">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jabba</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QP61yjJ7eCojB4wLwwJGA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5715">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc6b624f606c5ab01a51d43ba38eb106316021f1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lWPkt4uoVwqSO7QpuYmdN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1149</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Python Lee Jackson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6338">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beartooth</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4b9cfac444b0d4ff513d71cd3d76e51ce60c486</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vwjIs0tbIiseJMR3pqwiL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-screamo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-screamo', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371344</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2420">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/534fd76024dbcb70eb9587eec9d5a2a497096e50</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Safire</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bPnZHwJqIfsZdVLiZbA0a</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13917</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11098">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1539</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c4dc42a0e4282d5dd7fbc69a968fd9e68a238fe</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46FhgRKNLcnmNuMyK3m3RE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orquesta Música Maravillosa</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10578">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OBKNqNkRe1Z5VA1TBvMuH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morgana King</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a4f2b0592328886d4a7da7e5a9c662a66c34f5f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4964</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/357">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/774b92669e05a88379b5e4c010474bbf6f44b788</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">599778</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ayo &amp; Teo</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27mFvqQj8KpjmdKIqcw1mG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3716">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zLkcj2ouaDYpb2mmqim6f</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buchanan Brothers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7408">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marty Stuart And His Fabulous Superlatives</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['steel guitar']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2646</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">steel guitar</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559WWygoFrpAD58V0PqVwO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/596e7d83d466f0cef4931c83be9b8876ce95b3a0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1689">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14978</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54WwKfYhkYzFRtynSgtTw2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kinleys</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f513a879836239bba1f4ab4d7cd453cd5ff47b20</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country dawn']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3772">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge', 'motown', 'rock-and-roll', 'rockabilly', 'soul', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224030</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae8a8b9d9b6a35f00b87fdae31f46db6a13fcd0e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EodhzA6yW1bIdD5B4tcmJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Darin</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11011">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae3270b49c4b5de0d668ade88deec3da1c326d8d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D'african</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wbY7yXS4tIoKE5iXoOV8z</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6170</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5543">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'singer-songwriter', 'traditional folk', 'yacht rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Sebastian</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FPF6tyBTP79pCCAJDcPft</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17175</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f22c93ff3aa383cdb4cb8e94f788f3f6c0e2e30b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4862">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gabrielle</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'british soul', 'europop', 'neo soul', 'new wave pop', 'pop rock', 'uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e20d0011b03081cd477066c792e4f30dbf0bf650</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131829</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rftfGIYEeZ79sLb58ZBDi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/421">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57WHJIHrjOE3iAxpihhMnp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e476e36662c073020136f60958cf7e251913920</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louis Tomlinson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2384010</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5015">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Betty Boo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4022</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hMCIlD2CIuOBcWPHuQXKJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d13579e942ec9cd1e416a68924745e24d7c508f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3763">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c27f24e1e201434e74c0926697d0eb1d5d1a4767</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11284</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'deep adult standards', 'vocal harmony group']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Four Lads</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3stlWzoChlEtbdZAz6CNC3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2340">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'country rock', 'folk', 'folk rock', 'heartland rock', 'lilith', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5fa3addb38ab2d59787201d9f4e2eb2d2cd41e1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Linda Ronstadt</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">300758</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sXbwvCQLGZnaH0Jp2HTVc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8594">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'chamber pop', 'chamber psych', 'electronic', 'indie rock', 'modern rock', 'new rave', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146391</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5673993c75d8a559888815db16b26bad9646b3c4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doves</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LVrQUinPUBFvVD5pLqmWY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9695">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4t9bqcZJUC9cAjgRRNVm6u</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Lynch</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95c4b3ebabac56b9ad032eb2e7bb7e5f5536d647</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15854</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'neo classical metal', 'shred']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3345">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'quiet storm', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92b6628aa99a5feba226728912992f3e0a872888</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Dpx8fRtNa9CEORHIiBQTG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11479</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lamont Dozier</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/855">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16318</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b13d5b47ab863143bbd329534c19695b16b35f0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Javier Colon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3flTDj1VSZCktpBGZlNutt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/633">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Weird Al Yankovic</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0813085ef7141d31b47442be05647b7950fba2e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">415254</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bDWGdIC2hardyt55nlQgG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['antiviral pop', 'comedy rock', 'comic']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">antiviral pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5110">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39ca589eb1906c476b688b7d51df02462fbcbc52</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PeH0LM0QG4jFfzSmU0SuB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Untouchables</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4709</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ska</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ska', 'ska revival']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5477">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mpb</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mpb', 'nova mpb']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nKYVcowQA1JBEOr5SKPoK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa42069640db34724ea16e477ac39a14b0dccaf5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isabella Taviani</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113147</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3808">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nyQBzKgZ2hBLr7PnyV7cI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46711</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Strawberry Alarm Clock</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dff29eb5dcb59a2f8d31b042e955ee0796cacbc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'folk rock', 'freakbeat', 'psychedelic rock', 'sunshine pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3532">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Butler</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0U2mUJuJkthantMGmsJygP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f72a21d687cdb4012024fcbc59363d819b642b19</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'brill building pop', 'chicago soul', 'classic soul', 'disco', 'motown', 'philly soul', 'quiet storm', 'rhythm and blues', 'soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68002</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10088">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PALE COCOON</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06fevXb2Ul1OV34aYfnSfV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e031f8e1a71a69e7f2275ef1ebfc0af0681ea7d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10433">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Strawbs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dtYyLTWjuZGOcweC3eD2f</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21189</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6179f485a9e22315fef241e7f08cee2a35031f7d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'british folk', 'canterbury scene', 'classic uk pop', 'folk rock', 'progressive rock', 'psychedelic folk', 'symphonic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3279">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60058</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55UamRmLvoS6q7iWPzUrCC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'hard rock', 'mellow gold', 'rock', 'soft rock', 'southern rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07249f4afb0c4946e2c55478d22ab48de2ce4da5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Head East</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7708">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Feed Me</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'catstep', 'complextro', 'edm', 'electro house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FWi1mowu6uiU2ZHwr1rby</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7187e815efb6e0e03421031cda441d67813b02aa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">300944</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2789">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gladys Knight &amp; The Pips</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17992d522bd50efb63c2a353d2baf7d6957fb6ca</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TF2NxkJZPQoX1H53rEFM1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494788</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5927">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YYmIVYiTr31ChB7PjexoE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fabulous Ballads</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6504">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk punk', 'heartland rock', 'new jersey indie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JlzEFwarS8ZcCGNFy11y4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk punk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7631a09691c5e95ee4144da4c3f1cf0653b53e2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54698</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Fallon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3204">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a588cca339802b79c955048a937ad263b47448a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2369</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T367l9J8qiud4dRobcgnz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Glitter Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4070">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c49936d201bcf3fb36dadef2a29845121823e309</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">merseybeat</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dakotas</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['merseybeat']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1049</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3f121mss4A4LwR25ErGzP0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10508">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Claude Bolling</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17YFYixTwkosluOZZJWhjb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7732</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['french jazz', 'ragtime']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93e89dcc12b977caa1fa888a23c26685624aaf18</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">french jazz</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7922">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber orchestra</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">667</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Chamber Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6313c17eaebd6549cec8a3b39dc939cece6d69e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber orchestra']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ucDa7qmi9SfqfSqES9iXZ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4857">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Killah Priest</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JYmatsiEQMn2v5KchV8u2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b92e8deb3dd5a68f86f31b2ff8738b4afcde682</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34486</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6940">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BdSOHfQ6kMg0tbAFlXR1z</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d87dc919456a9b5af8cf53a3adfdc8a180afa8f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nonpoint</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228611</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'latin metal', 'miami metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/547">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'house', 'indietronica', 'pop', 'tropical house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">362142</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AlunaGeorge</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VAnyOxzJuSAj7XIuEOT38</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cb91f6664f67d9bce335abd4bbf4a73a7ed9af3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1427">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2ae448d2c71ab1a934cd49a2dfcbf3e6c1290a9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bone Crusher</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108576</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cwlhbT6PnscdmUYCLUJsa</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8091">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bhMBjjQhgPX0q9S4Ajncn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie folk', 'indie pop', 'pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Kweller</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1f237f0e2652487510fa4aa20eca6cf42031ffe</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40115</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4897">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L. Haywood</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IDqgrPkciaPfFIOkCWVAF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8768">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2eeb7a060f9071a8a7b33170c80d1abd03b1836</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'disney', 'girl group', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cheetah Girls</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ntkql3f3ect7NDRUJ7aAY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391633</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10463">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tha Starz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0q7iaC5Fq3caxPoEyp3X3L</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7231">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ug41UGuMZzlV2hJOrOqHN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'hard rock', 'metal', 'neo-trad metal', 'nwothm', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4502cff1ba274b0fb8bd49728339c35853398777</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35290</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Armored Saint</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1956">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75L9s8KVrhCNtBUkZFnDFW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175591</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/458af73774ab8a6411df7df25829c6bd345152fc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanessa Williams</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7464">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108700</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OrieSJUghNfNx5UuPCgxF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71f1d9f48ea0176ccb1e4bea3925c39b4af9b3b5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Williams</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5458">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09147ce2a6a3de6ebe094740074b70767c52710a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Martin and The Toot Uncommons</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sY8BdeQ5EIlwWguaSVxyc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1470">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86feed2f52c64fee0282408b5681042b8f357013</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hweXBppoySy22Pnn6FZ7s</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Las Kala</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">451</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9470">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/475369cc21bbf57cd676283e2fd308c7f5c80539</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83232</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy', 'west coast rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YStXHRj5phGb2LGCudZ6N</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Above The Law</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1331">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop punk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Simple Plan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop punk', 'canadian punk', 'canadian rock', 'pop punk', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84c84602003b46363ce66486f6f841c2aff22315</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2149458</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2p4FqHnazRucYQHyDCdBrJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5038">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CnmC3gRgLev4I609BrSxj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39313</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84a4fca59b1bc076ccdff311a0367f320e285358</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Gramm</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7675">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60d38d3bd1182f2e16344623b2b32213d01b3712</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18410</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cathedrals</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rUTHCNVy2FS3bCmzh5m7F</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3396">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'rock steady', 'ska', 'ska revival']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32c209a763ced7ad9952ca999d2bbd1cb0139918</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28614</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eHPmq8aR8X4TZIMvrD9Bo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Maytals</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6779">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'downtempo', 'electronic', 'livetronica', 'nu jazz', 'trip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e1f7ad6e0cd4aad43e71a88a942283004d68c85</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thievery Corporation</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25KNo5GDS6ZpLkjasaecA3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">463095</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8760">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pSBByP9XAwxW5YTAIMNeZ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0fcc63d4011d64edf875d551e26a97727370578</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Louris</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/632">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4dcf713a3bc309590381ecf718be7d5b1b8f0f61</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mustard</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">453187</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YinUQ50QDB7ZxSCLyQ40k</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1875">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Presidents Of The United States Of America</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lZvg4fNAqHoj6I9N8naBM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277646</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fea0ca15171adee5a512bc9f417767d81c18cf35</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'comic', 'garage rock', 'grunge', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6267">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">398</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uZF0rHNG0DlPOd1gd7Tiv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Caravelles</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62eade67f2915a43c91d0f2f7113f8c8fe915317</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9496">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy', 'west coast rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ant Banks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42571</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KnIBNJz25ik5sGjtvYFEi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ef7d65c80e41cf6529fe405ea41d8d038347504</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/215">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1859659</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gCRApTajqwbnHHPbr2Fpi</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'memphis hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juicy J</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acd63a211d6797e8e35a29623cb2d208e70cbaa2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8531">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3df1057dd35362932592df44accaf2d75e40dd6c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2B4ZTS4hFT3IrUFVPHjEmL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50050</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooke Hogan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6560">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'melodic metalcore', 'melodic thrash', 'metal', 'metalcore', 'nu metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40b93dde8dffcb33f4cf3324267cd1c2daceb130</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278ZYwGhdK6QTzE3MFePnP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trivium</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">818706</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1244">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c698206363529f2c7189a98f19e61f23dfb78533</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IJ770I1QPmwVp7yug0eJ4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lustra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16594</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1128">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Poppa</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2h1hD8R5Y4eaxsL80EKiPm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5325</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9af35c05dc1b1de7adfb4f1d97d40acc4c439d0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/832">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28ABOA2akZrXN9kQpqwvVg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5391</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diggy Simmons</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4477">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eeIEFGyzf6wgPzWnMiRXh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4751</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4dad5aae5ddc215d2a7c63d83069e4520164e2c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sounds Of Garth Brooks</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1864">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Lattimore</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UjTUqWfGkof4L5HO5NmzP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/022d13911ba66f6b9c1de8db356bddcd721ce90b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200973</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3495">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">958</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kC299O2ORKxDAFGXzCKSX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">National Lampoon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28eb82841cc246ee46ba1f2d2567b3a75f6599eb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2566">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rKnxuiIepvjtMmrYYV2VA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stacy Lattisaw</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66331</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a969a9a3b7bf0bb1b07afc415455ed7b1ff4c87</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1758">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marianne Faithfull</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3cbeef865203d7a3f53ad5e2ac8adb4695aeae0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mlge4peaoNgzTsY6M32RB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82699</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'folk', 'new wave pop', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4654">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26222</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawn Mullins</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4bb14d183973f4814d23b66356ec36dc615eba4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TROLx8HvrnfGGNo2ngL2N</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6867">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['buffalo ny metal', 'chaotic hardcore', 'mathcore', 'melodic metalcore', 'metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Every Time I Die</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">buffalo ny metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131043</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0o7WWONtleH6PWLn5GIoCM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1013ce8014a1c5fb57f636fd2d71b46c5c4d0271</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2161">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9073</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56sP86L2rYpIBMCPFlqAJD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf85ebd1aa68ca339e316d9319034097602c00e5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerald Levert &amp; Eddie Levert</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3382">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78994</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['native american']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">native american</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Redbone</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/300f8be021997fedd811bccf25a9e92f95f4d7bf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0w7HLMvZOHatWVbAKee1zF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5956">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Houston</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6653</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tIs7rxqGuBvWMhIIigunf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1a3c99e4f7839b2cb80de6cd61167e7137ac734</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10869">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11854</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian &amp; Sylvia</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QkNXWhQoTVUMyS9OIDP0H</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e93e5058ed52702b8730cd45265321d9a7b6a70</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2926">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The DIllman Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13e7c3f5d62693df1f039f95b3e1aa375e954561</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ojz8TfbzjB1CDvUkcXbXA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7522">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65aa65955743e48f33ce064f1bc17b0a098f23f1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30330</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AfTOzBubFP6STibJPTxwt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chaotic hardcore', 'melodic hardcore', 'metallic hardcore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chaotic hardcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Expire</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6074">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'nashville sound']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i9f82nIFjrLnnsf2YX3vY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3810</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7474cccb6ef0f2e0cb28a59e0fa9e524385b9360</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeannie Seely</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4430">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2000's Karaoke Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PDRKshhxFTKpZLAI4pQnb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a92132b5172a16eb2389241ed51d9c4f27cc3ce</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10963">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cb10296fe0c2e4459cd283d90868ff64431a3f4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1052</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l4q0KAnK95Yqlhzrcq7A0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ventures</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7275">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will Hoge</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1454a2b55776cb88c79cb9e33f16a32c79d89ad3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'heartland rock', 'neo mellow']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6a8DSomMqspxk3s3WlBjNT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22539</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4963">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saint Etienne</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90e77966c5f92eb8468a96a854700f04dad4eaa4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1N2FgBLehaq77UEdJhCt7f</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'chamber psych', 'dream pop', 'electronic', 'electropop', 'new wave', 'new wave pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60759</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10394">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tuff Darts</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bwH1cJYUTVGx1Tl0E7dGP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">861</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c8f36c434065d90017ea84139c5ab49b3e7c3b4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2059">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Rzqmz1zAszembFHGZQuAt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121065</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bcdd9644c263576eb4a0a280257e94dc93528a5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Souls Of Mischief</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'jazz rap', 'turntablism']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7174">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JFsVIxOn7STeilPICkkB2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">962965</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18b1f011e7d812abe9a9a2852de1a03bd4bde2fb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'melodic metalcore', 'metal', 'nu metal', 'virginia metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lamb of God</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5451">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ESKnB3MUdZktI7uDnsGnx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">456</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Belushi</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5622">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfc0e0ec276722de614116f773a8c885c43f0a30</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lena Zavaroni</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">675</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lm1R91lcysFZwQ8K2sMe7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7040">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'classic rock', 'dance rock', 'garage rock', 'glam rock', 'new wave', 'permanent wave', 'post-punk', 'protopunk', 'psychedelic rock', 'punk', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33EUXrFKGjpUSGacqEHhU4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ad7f961423843597bc7d6c6691c9988883dd794</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iggy Pop</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">784445</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8646">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201007</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb440c64528ba99449718642fe11788c52db155e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Montez de Durango</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['duranguense', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1i4xi4ramy5BPYr2Bhf6sc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duranguense</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7534">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df3da086555d52c009f20c1e809d44134cad04ff</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hardcore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hardcore', 'canadian metal', 'canadian punk', 'hardcore punk', 'indie punk', 'noise pop', 'noise rock', 'post-hardcore']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fucked Up</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45276</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05C3EDw4Rf0qMhrdjFKncL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6688">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mali Music</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112864</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0db25ef14fa1a8dd6c8c7ef2abb480445ff27b9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4S4kD5NBlgaq4YLBQSEMyY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1209">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Simone Sello</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XIz7IxyzmIDhPozB24Uzw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5837">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4imGUItg3QaBnZoRAV1QRb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Naylor</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/958bbacea91eade75b62ea498b370109ed4d1320</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11208">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2017 DJ Mo Fleeks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Sg5HEdx7PdMFmU7qRoihI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1325da551dc4c5c4ced31f7efae6f2f1ec26bd91</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7256">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5h7oZ7t5CU9lst1mIrjp3R</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cb9402cdf8656a7171b1d2750988f6af5a52c33</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22254</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">san diego indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom DeLonge</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['san diego indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5728">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/112aeb376e66442f02d8b6f0690a91cee4f07fe8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4486</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uA0g2bLN2rIGZDkx671Ig</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donnie Elbert</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'northern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3903">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qJgLKcdcL8zxzfsWRylRk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">811</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeanne &amp; The Darlings</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1a85e38b478233a3dd41ee7844cd908042f8caa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11475">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Woolies</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LunUqJo6K99sNFMHbML69</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1385">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EOoSsmM3oV2aoGL3Od3E3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">872</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9279f9e65e16a99255171be155128ce27f27bcfb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6141">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c48d9652873caf1343230af0bc59b011fea2803e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3876</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yq9Q4bPuxh1N4wtIEXyII</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Fitzgerald</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2013">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D-Shott</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09MQBKHQESWzA2FuEUD3WL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2431">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">710262</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Europe</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Js6Lde8thlIHXggv2SCBz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f726a4a920ad5d44654e91e25cbf2638ccf8b09a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock', 'swedish hard rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7112">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2c2eaa5807a9d352462c04cd99bdcafb68448e6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thomas Newman</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1csBgT42N4pPPs1HJhxXIK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136145</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7011">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12VaqyEhgwDRuFfEqbnrpz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'art rock', 'chamber pop', 'chamber psych', 'folk-pop', 'garage rock', 'indie rock', 'lilith', 'melancholia', 'new wave', 'permanent wave', 'piano rock', 'rock', 'singer-songwriter', 'trip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PJ Harvey</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">508514</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d88ca473ad66439c371e39a296d04d608f0432b9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8830">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8809252</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henrique &amp; Juliano</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sertanejo universitario</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sertanejo universitario']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3p7PcrEHaaKLJnPUGOtRlT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a53e2793f9e3c14545d3a1475883fd20c4b6713</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10746">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Ammons</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4dd5f19e9a4e051d8b08dd5f262635f2d7542b5d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz saxophone', 'soul jazz', 'stride']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18294</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338mC0yGyX0C9of8QMJ5hK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/862">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gbmX8SsfjEjxDMzBi1ZOL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Jonas</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5c79f7fd7c5ed11b629ac5a3a2a912a897787a3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">751977</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7144">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/becf7896b2acc6b2bcc2eb78c52c836f7dfd71fc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'christian rock', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Le23Aqwqi28fQUzfv4dHY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Building 429</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206147</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3061">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PcBO8RTEZD9qT3go1hUG1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6de11b7cd130710e4b45fd3755fcc2ccfafaaa93</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philly Cream</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8655">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14731</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maysa</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c62a1f8abba06570dbf83872c8c7a9cd3aa9601</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XGfdDOtv4mLiHnHwrZhDC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5517">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Dundas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NcUsr07BOPEQHnREfVUPh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1092</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6cde8b61bafebb66f23e6304aef1461b5950263a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9046">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3808d4f9ea0af08fa0623298785bbdcfadfd6bd7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76040</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'downtempo', 'lounge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bebel Gilberto</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gk4ierjjSVPoZep27VfZz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/145">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1975993</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f65c4cd1d9c40eec469e25182c5a049bb068bd1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miranda Lambert</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66lH4jAE7pqPlOlzUKbwA0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10897">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3M2S7bYzQt6h4KrnoihzLS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/138fb7aab425c47429e1c5c99f4b1db53ab43b55</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Russell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10884</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6593">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The National</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cCUtGK9sDU2EoElnk0GNB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1065563</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21b165584e04249611a0f8091f2dfcebdbf3d958</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9865">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ov9J4cvkh5R58vs0fJPhk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f5e092cf68b91cbc6b51873ace4257e5f01e0d3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1724</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Entouch</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2661">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'classic uk pop', 'power pop', 'pub rock', 'rock-and-roll', 'rockabilly', 'roots rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65Gh3BfK84aTIugiRCgLBA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Edmunds</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34362</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4b4729efcc953971c6935d03e9f03f903a60376</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7994">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ThfTvfTCfzJAEvtEI2Jf8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27e31bbf677e68f96f12dd534f7b907aa00229d4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76303</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris August</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4572">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AVLthptCPhfrxlHadOBJD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1523c231a2f7cb0c83ecf0b6e933e6033c8b38d6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'hip hop', 'hip pop', 'neo soul', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">925140</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jill Scott</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9863">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Desert Rose Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19FK6WGl1TLyFNsXXqTz8u</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9012</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65e1953a1aab41e9d1c4cc20ec2807c17cbdcc6c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9848">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gun</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff5a9ef83bf79880d6f85e63244cf1d6f8ea54f3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16461</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dip2dCkBIylIFyDfZQfFu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3308">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80230921f3d0c8bd777b39133506f3e103317539</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Minnie Riperton</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150234</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2i1IdHG5w0wiSmJGoqAGlj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'quiet storm', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5462">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f41859ef3f447729611d0e55f6fbbff5fe7f3101</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dohn Joe</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6p2SwRrKME2QzT2wzFIRzm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1706">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4P0dddbxPil35MNN9G2MEX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1012514</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'rap rock', 'west coast rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fb4bea3637f5afd66dcdbb6caf48e0ceae45de6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cypress Hill</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9009">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qziYi2GvPoLPnchRMQdxk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5325</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7fc4390f3aaeb0b457a916283277b6c2577ba95</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I-20</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8925">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6c18bb0fb9052a2ed74f0230700fca0b5c371f6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Secret Machines</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67HNxzMi851bSGexRUBtgn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10579</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7218">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JeJEFhZKKtPgrrbfih6rY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b8af695a8657b29282dc232725c50d1ff499ebb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Willis Clan</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12662</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2306">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187272</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock', 'sleaze rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22TEmHXBBLjTec2LOAuMdS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/059240b7477afff307b05c5a1d0cd32aa73451e1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.A. Guns</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7198">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian metalcore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161914</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qyg72RGnGdF521zMU02u9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Northlane</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian metalcore', 'deep melodic metalcore', 'djent', 'melodic metalcore', 'metalcore', 'nu-metalcore', 'progressive metalcore', 'screamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1802d4cde11642e03401b85ff42778eab81455c6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7066">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yEnArbNHyTCwMRvD9SBy4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'australian psych', 'garage rock', 'modern blues rock', 'modern rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9944224cab8aa2ecab51fb4773e438781b2b718c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">564889</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wolfmother</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7358">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84592</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OftZbLfcqulxWNZMX8zLI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12bfee1f24e00d74f4ecfcd9c27157002d7c098d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wade Bowen</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9410">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bubblegum dance', 'dance pop', 'europop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc71f83ac03f793818c88544cdb1c7c76f8c78d1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85298</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geri Halliwell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5orH1OWgjAYUX8sZ5gihTv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8234">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max B</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc9e3f5acf8255daa7b368d68a825ceb0325c967</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7f35VZGDpomj11PXdNn5D9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99862</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7939">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ui6SwChan7c1KYBQCqGKV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105084</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fd7a5ec182b1c4f19ac3fa08aae8afb022cb71d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['finnish death metal', 'finnish metal', 'folk metal', 'melodic death metal', 'metal', 'power metal', 'progressive metal', 'symphonic death metal', 'viking metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">finnish death metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wintersun</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10749">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ScuQMRWThcifBRIvNDFDC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mayall &amp; The Bluesbreakers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187952</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/069bde44336a25c413360e806982eaf34c9ce445</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'british blues', 'british invasion', 'classic rock', 'electric blues', 'modern blues', 'psychedelic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8765">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37664</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d638b17b281053c006e2b56149afc997ece0a63</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Audition</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EE9Xq8yiJyO5FIVho6ibI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago punk', 'emo', 'neon pop punk', 'pop emo', 'pop punk', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago punk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4594">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon B.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">566204</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SRJWVa6lZnqRHOyAHmDrX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba476cf040939daadeff4c3a2915b234cd2ee6f3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2952">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">McGuffey Lane</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">530</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bIAlWmWIBUUijORNiZzmr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd8f8e3a2f2aa008b7d1e8a66cdf33f12601622f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3172">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Climax Blues Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eeRviM714mXXeILmKHxh2</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'classic rock', 'classic uk pop', 'country rock', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34616</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3c7e14808087e271f34550089881ee74f89c704</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/404">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4882277</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e5dd07e94cace984d0c020638d26d30a901a69c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Jonas</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Rxn7Im3LGfyRkY2FlHhWi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/625">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5a5ac37867b209a77e5448152b2861e1ff0a333</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118541</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Igpc9iLZ3YGtKeYfSrrOE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass house</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Lake</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass house', 'big room', 'brostep', 'edm', 'electro house', 'house', 'melbourne bounce', 'progressive house', 'tropical house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8080">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'heartland rock', 'indie folk', 'nashville singer-songwriter', 'new americana', 'outlaw country', 'roots americana', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44595</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d38051ce44024a4384834a4eaa64208ebf8b378e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uXJm6sZx9IVPrN2laTOP5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Todd Snider</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8112">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NI5R1DbX27ODY5JTqnv2l</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3741bf163c3252cc5200009e5c6a3a4f453221ce</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Seville</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">932</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3697">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syl Johnson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XItHNeKXecnFpkJHOn5JL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21188</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'funk', 'memphis soul', 'soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6bfa85f15fe7bcbd66cba2238e686565293ba48</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11157">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Murphey</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d7f8a1c73402b7409d5e9ed02267d3222cf366f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oJy8PSWk4JoS3a8iQoN6M</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1463</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2736">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea64e0167956cbf74c8f7e1569cc876f7625942d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9729</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bmFPbLMiLxtR9tFrTcKcP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matthew Wilder</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5963">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Dee, Dozy, Beaky, Mick &amp; Tich</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12904</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'nederpop', 'rock-and-roll']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a6871a9d5e13dbc3da2d7cea7f29a960d969f02</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tKmZgJAXrog8SnYpzWSbe</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11447">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37391babcfcf7439fa170b2d3d9fe5696bdecb46</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WCp2TFJRkB9lzIONOiw71</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bloodstone</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10688">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Link Wray &amp; His Ray Men</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FUVjiQYDyI5BH1EO9dqb8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/388f0f38a00692549d90c3a3bcc4133f2f657bba</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2178</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8980">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3776</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shelly Fairchild</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'deep contemporary country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FALuPoXjPUK7GZrghbSjm</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e106ca72fda97dcbd16fc14a4e69f38867f7c6b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11055">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8535144288853a475e7fb28712bfd6608b26d163</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic danish pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natasja</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73O5T44Ui5WqxtW6S5JENA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic danish pop', 'danish hip hop', 'danish pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23236</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10224">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco', 'post-disco soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12Kkris6XNRRceFq7WoTer</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02409fb21281d75a0330cb7bf265b566938f512f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rafael Cameron</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">442</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9797">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd11360855cf921c2d55cb89a5c0cf331dc2f0eb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Ash</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10066</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L4nRBwqdugqIWCpAzjB9g</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10868">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mar-Keys &amp; Booker T &amp; The MG's</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bb1a23e3ec703691baeceded16d5b2c43a02276</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7E58znIDpNwk7cHc6FNs8S</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/830">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qgvmDsc4jrqbAbjq1HGM2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">976810</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodney Atkins</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b835aad40164890d996b54b6c01771f6e07d672</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7707">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dIjbaW9JTTQQ7ufrQnGsq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46068</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Canon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'christian hip hop', 'christian trap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/deee237dfb55b15a4372d8d33881c2003c7d9066</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8255">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/670b357f6b0bad35858ddcdcaa4323be2a5cc8da</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucas Estrada</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tndYCXQneCV4jtoWRwVpz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep house</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34949</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep house', 'deep pop edm', 'deep tropical house', 'edm', 'pop edm', 'swedish tropical house', 'tropical house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10426">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british brass band</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71a1fe48b72d23b784e7c2b728a8d8baafef2e89</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british brass band']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Parkes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48BymVaReLd1fvMqvsBeaW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3880">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78ebadcdfb88efeda235ad9e6f49ce8a72e197d5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Procol Harum</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british invasion', 'classic rock', 'classic uk pop', 'folk rock', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187183</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GbqW5TJr7n4is453VOY4C</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4411">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14md7SbfmH8E6oyTZFHLPV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Melody</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/270e52b8103fa9e3f85eb13017744e5a799b2952</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/887">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f50bb245648f81ff86ac941e01b9912f5d9713d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie pop', 'indie rock', 'modern rock', 'punk blues', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cage The Elephant</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1644004</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26T3LtbuGT1Fu9m0eRq5X3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3830">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53e2b2c2e489c8526bd192a34ab6a417fc854ed8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian reggae fusion</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beautiful Girls</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian reggae fusion', 'reggae rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74875</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hDJSg859MdK4c9vqu1dS8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6908">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'alabama indie', 'deep new americana', 'folk-pop', 'indie folk', 'new americana']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yDI9pWnlrJmi9kZn3gkCb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Paul White</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22508</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3eaa569d84384c11965d0a2d4954b4435380fb64</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10955">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qIxU9rF9xwhAspOzLZ9bG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ferrante</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/500698af17821d9ea2dfa98f5a57067e3d26698c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/782">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1320837</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ngh2zDBRPEriyxQDAMKd1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/683b2e7802c14e2d3974e045957872c421080351</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matchbox Twenty</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3617">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53c953c667a55091b1a55d7c28f7482a8a44b039</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MpUvihmfilIxyN20kXwQj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'comic', 'country rock', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34078</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Stevens</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5563">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75afd2afe67698edd349472e14a4fdee33e30075</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Baker</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nWVAz0ZMSKzLVB5oF23Vk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nederpop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6785</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nederpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2625">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop', 'zolo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oingo Boingo</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151798</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaf55ebd8f48bd95b3c203237ff550161288999e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LXEAEGrpKQtpyCu2sZuWu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11386">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56xde3bnvx5G7v6Grx4985</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a278bb19a752e1ce4f5b88c51a5e4e63d709e0d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hamilton</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2038</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1903">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6181</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xIJg09fPM9z97qcEzF1Do</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frost</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e010e3966932322ff2aee3c17a4a5361201fff33</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7733">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tGG1slV9pkcydU5eQSIvm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stray From The Path</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/668f04e0b8c707a05b88f3109eab797f5574df12</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'mathcore', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58432</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7691">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62984</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">080xIP1qfuknBNYEYPuH1v</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Winds of Plague</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e03910ba802db8e05a406efd5d587249c4d2bf5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1432">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3t83f2J04dRWOpNBe9GTfs</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230256</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vivian Green</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b819197f53621859f874033c4d6d287e838b1fa9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6578">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'comic metal', 'post-grunge', 'wrestling']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59CIPNdUfewexxn1CJEdp5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fozzy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c9dd7310e5ada7c58ab31934feb168f85e7d15d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92086</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4032">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1353</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Googie Rene</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41gR7Ifqu8QRnoTHc0QUwq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0e867f442ccd4ebe94033efec13d3a774064bdf</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1359">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Counting Crows</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'pop rock', 'post-grunge', 'rock', 'singer-songwriter']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">885694</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68352fae7564d4c3a88dcc47837c84c97633100e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vEsuISMWAKNctLlUAhSZC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10015">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pretty Maids</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OGo8f0tdKloP3IZwvnLqt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'danish metal', 'glam metal', 'hard rock', 'melodic hard rock', 'metal', 'power metal', 'progressive metal', 'speed metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39673</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f595733a3058b6e34689fb29b54207503184a00f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/783">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14693</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Chip</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NjUjtjtkzZqRuWFdspT1K</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aaeb567034991d2b2da6c8b2d1561f75f643c4e4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3391">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'classic uk pop', 'disco', 'folk rock', 'mellow gold', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HVmeVTQBgvTuvjB1JYwaf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128689</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df988a1f107138c11059f261da306805f3e0d983</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gilbert O'Sullivan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7576">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iDaoPZVgxrTkndDCisX8F</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d32c2e08216016b1cf0b7d55900710da2875c85</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155935</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'country blues', 'electric blues', 'modern blues', 'piedmont blues', 'traditional blues']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keb' Mo'</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1026">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dre</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d647a19e29e0efaec9f76b9df16958257ad7508b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JRLFRAE6bDodbmvzgY2cH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2143</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10655">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0ab19d179ee4f0c1e527f446a6c3df627985eb3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1040</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Whitlock</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OqxyqEQbfqk2UKqfznUek</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3202">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angela Johnson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'smooth soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OCcrLBIO5JCdDMUU6h35w</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16262</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8220845fc8869482c5b67e9513d81f1264c4e4ca</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5112">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d80b20e77223c6bc2cc4c857fa7a541a74cfcb32</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beau Coup</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25I2oawxfJ1wESUd7Vbfpb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2508">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephanie Mills</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea544423ee3c095d60fe004acd16136be6ed5c1b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PcIlEZa7rreM7729ot05g</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233581</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10525">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d7ecd581aef25fb349e75309127dd7d303015f6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LmaFqwt3p7WhpWmVFVOi8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yohan Fletcher</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3508">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frederick Knight</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3X7yeRPAqw2O76f84A2r9U</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46cf2bb9e8f54eea89fe10a454e27ebe78d357f7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">750</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6313">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Isbell and the 400 Unit</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90971</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'folk', 'folk-pop', 'indie folk', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'stomp and holler', 'texas country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Lg3FGwBxOGuefqekQzRUf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10f4c6930b0908084aaef6045f9588a02ca8820f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5406">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vFCfSDEGGjyLpkMa1YhBE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Naughton</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b81e7c92e477817a693225c7c51e598c1580d72</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">351</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3883">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3895</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'merseybeat']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandy Posey</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbd7c4aebcfe2773ff8d5f791ccb8e5d6f629c06</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Xh0e6sCvMXJUNVa4oynvx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6162">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WGJeKhqVQnItDnS67kbGC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14f03ad9d35927c4eea8d15da5e75abf990062d0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Clarke</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1340</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1825">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alfonzo Hunter</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e442366d3f5c0e8de3eb05343605097b9ac69bc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JWpzwcWgItQFHLRJ1fRKr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8256</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11439">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Reflections</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UNbx86AT5Yi5FZtDdlFLs</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6225">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5953</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doris Troy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jiBDfjnWIdLQEEOdKqZex</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'northern soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cedd821c391bf181083e680e0306ff80951639d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10113">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Bb0iZiTsn9w0F0HVYrRRI</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c92b4afbddaf721c51d3a307a013051e2dc28c30</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chequered Past</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1724">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209903</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0A7g2YbCA9FlyZvAG6VmKP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae8a8e96d1fc7d2493682084869207c0f3506e56</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lox</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2599">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3accc4b343a19a6ba1518a73421a6281b807cc2a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Carnes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PN2aHIvLEM98XIorsPMhE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112193</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5455">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toby Beau</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37Gpwr7xXyEPC2YRDArWnu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e2a6192b4b5a77dac3829ed68de0de673bf1399</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/108">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9dbecfbec79585821a0058c96fde9a57b9c106c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1488041</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian contemporary r&amp;b</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20wkVLutqVOYrc0kxFs7rA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian contemporary r&amp;b', 'pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Caesar</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2881">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">876</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reunion pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZVc8t2irmJwaMSkDXY1Rj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd51f63a2ae7347b6844ab0dafe1502f799a154d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reunion pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9858">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6ec7d80fce8ae45a84260a6529f4e66e5527862</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ocean Blue</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c86</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4v9TwSGVrHPLX0APn1z0XU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['c86', 'dream pop', 'jangle pop', 'new wave']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16738</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7852">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junip</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swedish indie rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ab6f94d26cc9e1a0512e76588479667b45ad2d8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128575</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swedish indie rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HcipAIJatVGT4U6HQrnFW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10339">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/190583f1825c4c8cb3119dc398ef7176e0ee9e77</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'bebop', 'contemporary post-bop', 'free jazz', 'jazz', 'jazz drums', 'jazz funk', 'jazz fusion']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20225</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Williams</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TW90GjShgkjySrxBxcwQe</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6749">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'chillwave', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'new jersey indie', 'noise pop', 'nu gaze']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16ebce7f6f956a1dbf64873966ccda893b908e3f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Real Estate</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41SQP16hv1TioVYqdckmxT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293287</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10560">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3028c2dfbcf9b5200aee19f8fe2e08fc3dff2a6b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afropop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afropop', 'art rock', 'avant-garde jazz', 'contemporary post-bop', 'experimental', 'fourth world', 'free jazz', 'jazz', 'spiritual jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61705</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oKYiTD5CdNbrofRvM1dIr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice Coltrane</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10966">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benny Goodman Quartet</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20868</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3353ca2443c796d12f990fbcdb4e894257818866</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26vAEAV08relvScS4FUsIt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band', 'jazz clarinet', 'ragtime', 'stride', 'swing', 'vintage jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5858">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Barbour</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GYji1T9sKPH9UIqybQG7b</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/779">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammy Adams</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02aa570b79ffe1a5f3e92d148761734595d562d3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1S9WGrK7SZfXXQtHBYzDle</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141605</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2107">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FrKQPjJe4pVMZOgm0ESOx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89258</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SNAP!</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9a26c5882129302d5d283c6644e6b53cc416d62</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'eurodance', 'europop', 'german techno', 'hip house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/601">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Milky Chance</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1135970</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hzfo8twXdOegF3xireCYs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b827277c1b0a5a760843c9ed706d0c8ba550a93</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10076">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10828</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A2F11opEHEZd9XI9OKH9U</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03196cfffba882fe34121323ec9d011884487f9c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cassis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9924">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jDxEDgyxs48ebMd4RFidp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Italian Dire Straits</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc55fc5eb5319fa4ed7d2675cd56b9020da6a6d9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">441</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1500">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pYxANcOtFZSECxACjmCE8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cadillac Tah</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8347">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">light music</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RfdshDBuwasUCL2XZuxnH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['light music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caedf5c0d63a604ecea4fe241b9634e5ab4c5702</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen's Hall Light Orchestra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4604">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Kye3woumtyKWano8jXfq8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooks Stars Garth</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be57d1d8c046c6fa7ea4a5adf847bc6788112dfc</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3450">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be8c24d6773ed813a2629cf4cf5ad7c4dc0ccff5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65856</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34Bm9d5DAJjSnaI02BCjdA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Birth</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'southern soul', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4634">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hVcxmC7igpot32EzQf7IR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo r&amp;b', 'neo soul', 'r&amp;b']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amel Larrieux</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/693317e45d8b5e19006d6460404c17de22e114b5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150330</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9357">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3798872e723a79b02854e177d3d1689383c852ef</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16aHGTBi9sStOLH8OPIqlw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1937</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sauce Money</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5682">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aygfDCEaX5KTZOxSCpT9o</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfb61e8da152782920e42784c2a72eed8620afc1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'memphis soul', 'soul blues', 'traditional blues']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert King</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232909</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2120">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10780</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c95b6d4f2cf9d864cb9a751be66b650a120e4d54</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles &amp; Eddie</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rIhaCHkbFVvLJpKHWwOJD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9878">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8ca37973fb9d5a7f589540f5f1c98e63e0ed125</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'metal', 'neo-trad metal', 'nwothm', 'speed metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZdLFpb5MhkSrsHef7A3Bb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lizzy Borden</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19382</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2624">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cd9a623b274a9e694aa7bae28f541d3977673ec</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'dance rock', 'mellow gold', 'new wave pop', 'pop rock', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43mhFhQ4JAknA7Ik1bOZuV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">681203</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Benatar</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1851">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3012b11c767e5acc5cd2d9650cbd313375ee0818</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204196</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 LIVE CREW</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58Dx4HPzeOO3dbpD9YYEes</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'gangster rap', 'hip hop', 'hip house', 'miami bass', 'miami hip hop', 'old school hip hop', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7470">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tasha Page-Lockhart</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zZQLaa0QywvY1HZdOAR3w</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/883e65250a0a093c80a7bcd6110ea9b97f69a0ba</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33845</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5270">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">648dUUIlz7RSeg3O8CbTat</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midnite String Quartet</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15202</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classify</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd861857c5937cd3b80efd604be7ae35e832fd60</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classify']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/220">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TnOYISbd1XYRBk9myaseg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin', 'miami hip hop', 'pop', 'pop rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pitbull</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89863fff0d540475d6fd25e7435138a4e5bd7216</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7167897</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7238">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256208</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69k6uTSZMPLpSnhmLCiKxQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coal Chamber</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b219960abc1728ec54d5d57b6b38c8283b7df5dd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10760">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xjOycOXYaQa3DMvbOOPhl</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1135</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e6b8eed48184d33fbcb4cdd86fb15e887f26bff</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fat Mattress</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7343">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92112</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'nz pop', 'worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1W2FTsCUlviVRhHNjZwWiN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooke Fraser</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/795af2f5e1417fa9fbbfda1c7f72dfc68260a9bd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/232">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2758181</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SZA</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tYKF4w9nC0nq9CsPZTHyP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1e46c441024525643a19402b3a12188de219420</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7267">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f295f0c88fca0be2bcea2392c4c53b130016c57f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calexico</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'roots rock', 'singer-songwriter', 'slow core', 'stomp and holler', 'tucson indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130929</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OmdWpAh1pucAuZPzJaxIJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7776">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XMWZ3I5cZI74S8Pdrnfsh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f7132f4226daa55b9237c5268ffb741b22e3165</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4005</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Court Yard Hounds</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country dawn']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4344">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/668f3029cb8b8362b5f61b6f7f7fc1d575a2070f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['workout product']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4423</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ViORA1xMSmL77eTxmzZPZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">workout product</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cover Guru</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/389">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wMr4zKPrrR0UVz08WtUWc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afro house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afro house', 'deep house', 'kwaito house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302873</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db715976679d76f7c79c54c0f97c72c5637ed155</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Coffee</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1872">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c00b771ca8b6241bcfe316f8e8a11072714e79ef</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">808273</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry White</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'funk', 'motown', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rfgbfpPSfXY40lzRK7Syt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9927">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6euFMpjefLyhiyO2Tss3Aw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">470</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5c937b9661491f8943812d1825625546d0277f4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scruffy The Cat</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5954">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OdyhpUABf8avaZ9r8nI1u</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fania All Stars</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f9ae3ee78f2d833fc083a674d8a7e105b6c7837</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'cuban rumba', 'latin jazz', 'mambo', 'salsa', 'salsa international', 'tropical']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155306</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8130">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86b9d3c4241aa5491b59cd76852a9f954394c943</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ot9O7VY8GvclUApiA3ili</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11998</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'piano rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deas Vail</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5742">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MZzBXBiCadVucO7AAdQUC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd1100caae3a363afb528172ad4ea1fae66c67b3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1817</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chase</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11122">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QDerZemTYTDqImkqjcBA8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57606710b9526623ba88383dc282416c287ad2e5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard And The Young Lions</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7487">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'danish alternative rock', 'dream pop', 'garage rock', 'noise pop', 'nu gaze']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb17c3bc56474ecafaf52b99519a2797bf31f8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Raveonettes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LTXHU3DhiYzGIgF2PP8Q8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99743</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1522">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103918</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blu Cantrell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vytZ677lz4LzCrUDcDokM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7667470f669c70a15108051995051fc2cf9e126a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3650">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miguel Rios</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cantautor', 'rock en espanol', 'spanish new wave', 'spanish pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23f1c49dde373cb769593b65190f48805f5a4803</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dpnxi6xgoB2kaRYnnoatZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102094</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cantautor</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/498">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67hb7towEyKvt5Z8Bx306c</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1787956aee7c20f6a99f26552e19eed2b550ff61</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Empire of the Sun</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">827738</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'australian dance', 'australian electropop', 'dance-punk', 'electropop', 'indietronica', 'modern rock', 'neo-synthpop', 'new rave', 'pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7944">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6623154ac7119245d872b030b8b0de760dcbd343</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic norwegian pop', 'operatic pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sissel</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic norwegian pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32490</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jaOpr7Go1avixlg1lfJOb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3965">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3068</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Capitols</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90dc5f639a8246512cebeb3b640bc593336a5518</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AYmrUFn1ATSfFSx3B4tvb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2527">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3428</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0630953f1d05a474e470e23ebaabf093ba42dfac</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Breakfast Club</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nsuck0htFQjVl6OCKVzRb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8290">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rPQ2z1ji1ctJ6oGYBAo6M</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emily Osment</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe7fe2cc4ded44d6a2568033a899285f347e7a64</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">426581</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5084">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gardner Cole</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2erL0sJuEBLHbOPsCilRR7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8a3cfcc22d6c42df0bad47a9b23aa2525365387</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/333">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Lvrnoz3ZKzzrBuZ446e6P</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'tropical']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157294</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e08db3f28dae7b37139945415ac7bdca22852ac9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ednita Nazario</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9041">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Jotu5LupekFt00kZZZ7C6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hayley Westenra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'celtic', 'operatic pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52772</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d59af911457e099bc02db0740ca45039bab1fc26</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2668">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pia Zadora</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">866</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b06a5bab62de65f2c6257ea1205b4a5fbce533ee</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xOk8sG1KBfhKhR4BOq7Mc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8972">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Life Of Agony</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41680</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gyzQpfG5YQZJt2jj0IkEl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf9ef26ab9fe748f2b45675943ce8535821586ec</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hardcore', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4733">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Samantha Cole</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">730</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VnMJXQpix0onjop2VNFvX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a6cbaf42a1e8f6dc01186def027a35e7a047259</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3588">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15KbeP35gI9t2vgYzwsTjj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1524</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3cf39d54c8df85c17cbfe2826f0fb8131d2a75f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Kongos</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3896">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1180ea7693cfa654b4e7f0fc1d7b9399a9be2464</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat', 'sunshine pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12V5Y0dEdRroUCBr95IXO9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19447</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spanky &amp; Our Gang</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1750">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meredith Brooks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47318</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f48fbdbdb7891d93959fa39c4bc65e94c489401d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QmLFuIDtNDmmJY3OtvinN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9550">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bde5f315dd394312fc7c6e968bb30d704eced9d4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2700</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep contemporary country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Bonamy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iMTJIPXD78N7r7DcDvcFL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1455">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dXaa6jwM7B52GZpaJEIr5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e67ff3a1fcbeafad23a3481ad7bdda56048e0e3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Puddle Of Mudd</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'nu metal', 'pop punk', 'pop rock', 'post-grunge', 'rap rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">955157</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9013">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50f272603008c246336e08748e68a6a28efc14f5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane Monheit</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'vocal jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rwI5cbw9cUKFVul2rZMiZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44817</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10005">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e535d95e2ff932a7ad80ad77bcef97d4abb7738a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cowode</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KhW8KRweN0vEBltNHEflF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7318">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4064</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweet &amp; Lynch</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a485c6213ce50ec332006005d6d0b352410a7c5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NdUTFuHVuNQRmtdyHtFFT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7620">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72c03a300e1469dd8523f6ba133902ee4c6081f4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Tucanes De Tijuana</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">014WIDx7H4BRCHB1faiisK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">639635</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6892">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51lE580QM13Anmb3mK2j1e</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7874c27da456ffd65a1b8f0ba765cd3087cb5a7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dear Hunter</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'progressive jazz fusion', 'progressive post-hardcore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98965</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6839">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9366851bf4b6827e7f746d3d8ace34ef39db55c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368978</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tenth Avenue North</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'christian rock', 'world worship', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7v35CkHBaT1SStgQHl95a0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1857">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3922434d2ac69630c50292c0d88333f557929ebf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QtIfAa6y7w2JhxYJhYeUG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200449</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Color Me Badd</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10901">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'entehno', 'operatic pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nana Mouskouri</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94918</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a793260976171b7358e87565cf911c9f03a0ac6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6p7iFdv6Wn9iaS7AwVLvod</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8318">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">One Less Reason</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f322c686e7d241d680c544adca7b36fe364b8a90</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard alternative', 'post-grunge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18850</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60tc2v0OZXPmGhRCcVrSqM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4109">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qTIfDL2vBOOVyyAqwXxWJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dolphins</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c422806d927cbc5fda309b40e6dfac6c86bf1fab</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/246">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NF</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55db20d7c49bdcf52162474265c66ca601054b1c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2256060</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fOMl44jA4Sp5b9PpYCkzz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7257">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fnDlUNi67FQtHHqBl4Yfg</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271538</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alesana</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'north carolina emo', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee0ec5dffeaf48edf6abe935b230e6011ba023f6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7223">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IuE3Ne32K4i3BZBbr610a</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16847</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/741bd14f813c663228a226313ca24c27e92e2c0b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tenors</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3284">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb80bd63d8d6d986cc66292affea75e8bc07cd2f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Statler Brothers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88001</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PSWc8Y94zFsAtZlTe7ipI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8515">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TheFatRat</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506048</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tracestep']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db09d9957adaca9659e7c3cefb0e5dada3cb9b58</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tracestep</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OKg7YbOIatODzkRIbLJR4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7954">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MellowHype</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CCrgHVEWtg8YTEn1UaYug</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132859</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['underground hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78903315754d572ece8949414fd18100da87487a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">underground hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3947">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'classic psychedelic rock', 'freakbeat', 'psychedelic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6976</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mUgTcokhM7BSqp8mXhy8U</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Peanut Butter Conspiracy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d31064a68b91f681da85f093c313f26957a7c942</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2036">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pAYkltTzVhqBZuDekCHa3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d9097cb2a7cba11606b810de050ac953ccf58c9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77205</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deep Forest</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'new age']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10804">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24748</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indietronica', 'vapor soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xbmS6qcRWTyILBoaqAPT4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ANIMA!</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a14d0c8a3c4c48b1a65a1c146f5cad6ed142406</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8982">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'art rock', 'progressive metal', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333305</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NXHXK6hOCotCF8lvGM1I0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Porcupine Tree</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6170741b8eece0f2b502004dbcf5d3d927b5e729</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7642">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Temples</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'neo-psychedelic']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ogwGU9VPWrnVBs1GEwZVV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164315</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcc1f574489565d57edaa79026241fea5f9bc460</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6936">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">norteno</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['norteno', 'tejano']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77140</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d058fdb47ae9c711dbf9a1621256782bfa22d504</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RTlv2UCWtRggV0rIo5TrN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Siggno</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2484">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69950</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9713da0b37b12e598e789d81c3d92e4de15db214</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Men Without Hats</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34PLzyi7CdXUekiLHYyqXq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/865">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96134</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bv5RplEOwdCvhq0EILh9E</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b776dbb4ca7f12b60f65242bdce82e36bf523c3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucenzo</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8268">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76ca0465ccfe71d7da754b86573c4bc2a2462b83</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33k6kPYIS5TgseAc70LZjy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">325017</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'classify']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Garrett</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1055">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">September</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VX2R9L0O0d6qPvqGuIH7b</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95076</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'eurodance', 'europop', 'swedish electropop', 'swedish pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b25d50f9819615c6e93da9e52707bd956859fd1d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7820">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92a8fbbe68b87001e1d096a4b1b7d1a29fdd364d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'folk-pop', 'indie pop', 'modern rock', 'permanent wave', 'piano rock', 'pop rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44gRHbEm4Uqa0ykW0rDTNk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154815</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Folds Five</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3676">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Roe</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7t4XHvWfj0XtEB8SNFeALw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32336</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75658c412550f92a737391e179773303b429684b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11364">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Heinz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tuddWagieTq2MTic3QUI0</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feb604bb02993d842533682a83bbfb74610472b7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3234">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobbie Gentry</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'country rock', 'folk', 'nashville sound', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22406</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4E9w0bms6HcEppFlWjeW2d</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00eeaeec05291fb67fb18f3fd459a868642e7594</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10704">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ztq5SZ3bNT7r93lgqdR4z</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">893</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/459e9fe6e25e4ee8922bdbd4ab7e04c8c38c1d1b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Osmond Brothers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11232">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Elton John</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">495</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TQm48ajZxZ3u4KNVckeCr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3519">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dBVyJ7JuOMt4GE9607Qin</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'dance rock', 'folk rock', 'glam rock', 'protopunk', 'psychedelic rock', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c56fa4985bb53a08eaf25e56269104e0ee3bf9d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T. Rex</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">425056</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/606">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zt5aHAmGXYBO8FaWAbDGt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4618788c952054a505540b75facc5df03bb4465d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Craig Wayne Boyd</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5649</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9189">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105555</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Cantrell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b77595fc5c31bded6f25938da9c2a3b10d52972b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HUFo8AH9ZILmlyKFfEMNP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7050">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AURORA</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['norwegian pop', 'pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">743784</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e2fb06c656b3f4f5701e4302e3c11a2bdba75c7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WgXqy2Dd70QQOU7Ay074N</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">norwegian pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1347">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61UT1Zj9dFgPAjZfwnsqsb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teena Marie</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275530</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9b9bec541637d4391f0f418c16354d60781d18a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/36">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113501</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ronettes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CyeXFnOrfC1N6z4naIpgo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'motown', 'rock-and-roll']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64fbb4886bfb9b34c5319f59d1b599a7bfedcd22</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3353">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZikppG9dPedbIgMfnfx8k</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f561a11aa499002532aeeebac1d9c858676a9c3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ike &amp; Tina Turner</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120055</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2285">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24FryrwrbjmT9eFYQ7GtKL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['paracana']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/572b0ddccd2db3487208d10f26b34c75ff7b88bc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">paracana</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Notorious</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10745">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kxP07DLgs4xlWz8YHlvfh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NIKI</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c51f9b6a27c5aaeeea5292512b29c228dfd32159</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184742</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5472">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leroy Gomez</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97d188e572dcd3c8ed9a15246781da57bc07f88d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AUru0agJtAyp0xa000Fhg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5803">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Iu81d083UWM0dQoWShgjd</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Assembled Multitude</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a331eed3f5343e4206c950f38a57362a3dc3d4e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5798">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eONf4ItirhzNGg1Acv8Qw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van Winkle Teegarden</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10944">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2410</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cool jazz</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shelly Manne</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cool jazz', 'hard bop', 'jazz drums']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6M7ScGp8p2GspFJaIMh1Yo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5934f078e93eee9baf3e467878e39017e1b71557</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1394">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UdQqCUR7RwB9YYJONwbdM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trapt</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">618698</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6506b568c8412618d1266652881879afddc923fa</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/85">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicki Minaj</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4233ffd43c44fff4f1ffdcdf19484c94aa103ebd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hCNtLu0JehylgoiP8L4Gh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'pop', 'pop rap', 'post-teen pop', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16001789</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5010">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mwN5WQ1mAhOibFEbfFfsG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vaughan Brothers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69768</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/793efc795adb00a0c8ef45eaf79d96d7df34bf04</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues', 'texas blues']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/74">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2966881</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vXTefBL93Dj5IqAWq6OTv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fe062cad801b595ecf58818453a624bcbc65957</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">French Montana</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8939">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53897</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b0fc19e5d3658abd028a9e938b6d8ade92a350f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avalon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rulVipLmUL2Mg67SIUmCO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'louvor', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7990">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chaotic hardcore', 'christian hardcore', 'christian metal', 'mathcore', 'melodic metalcore', 'nintendocore', 'screamo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JEDaDPsOev2axi1kVvnb3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chaotic hardcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chariot</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dabe5b01b14f14825c0266768258b62eb3699547</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42072</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2666">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'motown', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208866</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maze</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f93363a42998f6a6259b85b135893c0fc8278f0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DvdryKH4O95ZnsUZJKXpt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1138">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cupid</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lax1ZgWclW6mZFaGu27MM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kids dance party</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kids dance party']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2464ab369c7cb75b41b2373c1a47796e0227d0a9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20243</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9347">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ska punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10227</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ewpPJWBH1eiTYj9cZEce2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Urge</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ska punk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f871b9e36971c929029bc13347a6f20dbf4c3450</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1743">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9304be7f289f40bcf35c385a18dd21cac058c1a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billie Myers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZqXK2gIDbfE7aOvkNObPW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8488</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6546">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A$AP Mob</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa30308f04ed43a632e19c24b7ac0b6162ce4cde</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1127366</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yO4IdJjCEPz7YgZMe25iS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10286">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angel City</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2u2rZtKdqVhHXK2xDC3dGO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">496</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e20e08dc316d4a281ad3f93495066dbbca0bb617</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7016">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3eb071436def18b145ddaea6d3ccae775015a9df</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boosie BadAzz &amp; C-Murder</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fGRdmj75aZm39d8OJSLUb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2676">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2602596</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">568ZhdwyaiCyOGJRtNYhWf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'hard rock', 'metal', 'psychedelic rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29953d234b5cc812692a11f0f55979f7d243a146</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deep Purple</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1730">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iEVT8dLNSSmipPOrDGu2z</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'new orleans rap', 'pop rap', 'southern hip hop', 'trap music', 'wrestling']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177240</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f816e07d042bc9c018c742dc2190427437375c2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silkk The Shocker</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/553">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7a97b420e09f4f125cd3e14fca5e7ea174e74e0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24eDfi2MSYo3A87hCcgpIL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nordic soundtrack</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15063</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ludwig Goransson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nordic soundtrack', 'soundtrack']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3807">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/402708de5ba0eb923e4f4b6a6b8b36f5c3904e6b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132007</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mVWMgLc7bcyCBtL2ymZwK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Arcs</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'punk blues']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4903">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cgtn5YWC3Fr06wTps1dBq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154669</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goapele</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8654eb8143ae057a25508390b1442f314b171f0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/147">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Yachty</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5298672</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be8854d1f9aadd7714a6d866ada97ef7d20db56d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6icQOAFXDZKsumw3YXyusw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5005">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99b49a0a735b3e8509920e7ce3d1752052929aaf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S.o.B.Beats</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75hXWfyHB0VZQJwaJna3Uy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7969">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8f3b9c7c37b4d399c6c1ac5a3a1f42ee0730fbe</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50DI0MpQBOtBO0PFtKVQRx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shekinah Glory Ministry</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87813</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3504">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro swing</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e1a0d4c00859ef34b7fb2d788e9cbb7d47200c4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25958</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VvmUsYPzFheK2wJGKcXxp</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Correspondents</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro swing', 'nu jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9826">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JF6mRd5N8LzsKugg4rcSG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Helix</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc59038988675610031a6d2c6ac505a5660829db</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian metal', 'classic canadian rock', 'glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34757</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2972">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Manhattans</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a8323c9c283010471fdaaed12f883e8724f0d6b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">227159</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DpIDwg8FGD50N9Tfunfsf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2560">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4c5b04fce8706c87663357b1f78522a3a5c641b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2x9SpqnPi8rlE9pjHBwmSC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'funk rock', 'new wave', 'permanent wave', 'post-punk', 'rock', 'zolo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Talking Heads</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1004804</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10765">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lounge</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dick Hyman</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RRGjsMRTbm0kqvZcFplZT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lounge', 'moog', 'ragtime', 'space age pop', 'stride']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a91902cfc25ac18f983163587bb428c39f1fb6a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3116</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5467">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd1e2516afba438dabfbf4188e044b7d8c547271</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WqdbY7r624W8KadOMlzno</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2304</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cabaret']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane Olivor</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cabaret</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9595">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19KpCg8O15A2eZ416EyFdw</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Antonio Sánchez</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19568</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9ff94d0f888d87ff976b4254f2e0a5a5a7c557f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'jazz drums']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4584">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stagecoach Spurs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27H9GcJy3l7z3RI1p9KqOs</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cd9490344c5b124fef9cd2bfd17a72fc7058f70</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5862">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rugbys</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59GyfaB3VI1MgsGxuX4MMf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1409">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8469bcb8ac0d193053b78477e8786e023ce2bfd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0le01dl1WllSHhjEXRl4in</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tamia</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">673785</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8718">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julieta Venegas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin alternative', 'latin pop', 'latin rock', 'pop', 'rock en espanol']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/886db9cae6c78fdf5438cd7fcdc89c7825891d5b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">984473</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QWIScpFDNxmS6ZEMIUvgm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8546">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tempo</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76whng5pl9msPkkjFUtWYn</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f3ec5e00229691f96ce9cba5660d8a146da46f4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">409234</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1168">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yAwtBaoHLEDWAnWR87hBT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bcf9f456159824e1347456361845f21679e8bbf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">941621</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modest Mouse</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'pop rock', 'stomp and holler', 'washington indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/531">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269689</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/debb0d42c2a626cdb1a6c1ea40f750c2ab438ffd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ghanaian hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jidenna</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TsHKU8l8Wq7n7OPVikirn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ghanaian hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9796">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8acc51743ff21f1d32e3f99922ca8283d3af0ce</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Johnson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">347911</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f8MDDzIc6M4uH1xH0o0gy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'blues-rock', 'classic rock', 'delta blues', 'traditional blues']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2072">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bboy', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bboy</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51039</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FU-Schnickens</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dd74831f9e7b20d4d9aa22b0f4d5c238396a4b6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BnZSEAPhFsB1RIyeEgXmN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4522">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clay Aiken</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13aBWT8LN4oNWWGFOu96MA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dcb823fe420adcc3bff865a3f0c082b1f84c6bf</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30494</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8683">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/352810d3973716a3e2450fcf738d5f7e342f4a86</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187870</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZIwOAzDuGPspzK7yiTc4S</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Feat</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'electric blues', 'folk', 'folk rock', 'funk', 'heartland rock', 'jam band', 'mellow gold', 'modern blues', 'psychedelic rock', 'rock', 'roots rock', 'soft rock', 'southern rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/412">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'outlaw country', 'red dirt', 'redneck', 'texas country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Granger Smith</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5888a70808c6f03b88ba87dac25065f6ab090057</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sTFGCigAQIUiEy8wSSQNF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215320</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7309">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138740</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleater-Kinney</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'anti-folk', 'art pop', 'dance-punk', 'folk-pop', 'garage rock', 'indie folk', 'indie pop', 'indie punk', 'indie rock', 'lilith', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'olympia wa indie', 'preverb', 'riot grrrl']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3461c10aecd283de918b5f929d35b19235b59e9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wLIbcoqmqI4WZHDiBxeCB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7216">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/525c008c1cdb26c1decda40d1f5319001547e403</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3D4qYDvoPn5cQxtBm4oseo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88173</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mewithoutYou</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'indie folk', 'indie rock', 'modern rock', 'philly indie', 'screamo', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6009">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49uZBfeQHhy63GqPzmybU0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97037ca49094f5a21e028c178b5baf7888b6cf5a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Romeos</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2485">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Squeeze</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa2d98366daead9bda2e4aeae1192a399176d493</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic uk pop', 'dance rock', 'jangle pop', 'new romantic', 'new wave', 'new wave pop', 'pop rock', 'power pop', 'pub rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Jrj26oAY96EEC2lqC6fua</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141022</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8517">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Reatard</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'garage pop', 'garage psych', 'garage punk', 'garage rock', 'indie garage rock', 'indie punk', 'indie rock', 'lo-fi', 'memphis indie', 'modern rock', 'noise pop', 'noise rock', 'punk', 'punk blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44363</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74b6ffada96c3adc42c9ddfc4c4b456d895feeb9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cAGUcRbwsFHwKbJv8FT4T</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6980">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark techno</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark techno']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dario Sorano</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fRHmbmwolPrPYro6UbAuu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f18133a8058110c3cb254e8a1e882cd55f87304e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3670">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/140eaed26ac7ec5147de78d0e32a68cc139278be</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36206</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iRSHS3b4NUdjNbnw3Opg8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis blues', 'memphis soul', 'soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rufus Thomas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1175">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54kWB5z9SbenPFQXtBDUBK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paula DeAnda</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221643</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89bc1f355a5cbda9127d92451c407e2645df19d1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9005">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21O7WwRkik43ErKppxDKJq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273866</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Wyte</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c72007b441a122a85a94041609208ab85aea5f9f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'crunk', 'dirty south rap', 'gangster rap', 'memphis hip hop', 'pop rap', 'redneck', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5832">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4B9tusBz94bD4jx4ErFjFB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1489</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/142772e1e6712442f4f3570da73bfe0fd13f215f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6826">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yJunREcVnoGRJwdPypO4x</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Murphy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b84bab244dca403c4b66bc26c39c2a6654aafd47</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2551">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eight Seconds</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NyWh5meFjg89p4dkCvDdJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a09bf62e211f6eb3678ca3410c711a6cd3e9cfb8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">842</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9226">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b62c1ca7d4d51af7ba3dd8de821e9357de1fd47</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bishop T. D. Jakes</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1661</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OJuJodFHP97mJBGSJUucE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10769">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Barbour</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EtaYpGNKSdI7fYF1CqYfz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/130e6b43968f0b87635a82c660587a81c45993f3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/67">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Pump</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5930360</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo rap', 'miami hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aafa5a282b9af40a1a683c8fc20af99d7cd9fbdd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wyVrVrFCkukjdVIdirGVY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5315">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clay Cooper</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SHxKXPGSZnzNlA2337hug</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52e73a4c23671f4196bfd39fd0f3422d8e3ba78d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6359">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TM9R6dNoJSMq23yZQD6Ee</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c159b89229eb45f17d2569d20ea173a493147aa</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Q</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71786</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5922">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce62450546a3fa246f0a7041ff17ffaf480c188c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bW1mPOielsoT3HuQtyydG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'sunshine pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7104</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harpers Bizarre</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11008">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/516d2f939decabe37ec0edf09569d42a1eff0982</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YEu3JiSrz2wGhKEOipSv2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Knight Instrumental</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10908">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70210ca948f36bc2fc6225cb8b005865616109bb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonny &amp; Cher And Their Friends The Lettermen/Bill Medley/The Blendells &amp; Their Hits</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KKaSDEPYCeXFsMP27Xqnp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10608">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/692e7953df166daf966e05046023bafa25e85ee4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gTmVfwgHNFdCULHawAV3s</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Sinfonietta</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2466">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b15522f7168ac707b0f5612d5eb3aa5f28070e8f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Underworld</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PXHzxRDiLnjqNrRn2Xbsa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'big beat', 'electronic', 'new rave', 'trip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">298593</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7552">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f366f0aa4c03b7bb84ffe316ebad3326a22f4b54</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8632</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">California Breed</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GwxVVJFS0SwwzQmhfoTtl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6740">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yQf6b8hxahZaT5dHlWaB1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03463cee551c78964f76b0067307fba60982129e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317009</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raekwon</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6804">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'eau claire indie', 'folk-pop', 'indie folk', 'indie pop', 'melancholia', 'slow core', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bon Iver</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2385910</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5ea2b221938b03e2096ef2c2caf2a0558014c1e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LEiUm1SRbFMgfqnQTwUbQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10973">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Fitzgerald Kennedy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">oratory</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LKBHeiU0MEmnDwLQZoViH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cb610634c336432ebd9405305f476252d332ae2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['oratory']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3018">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141582</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'glam rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15jHZ1EZwmm2QDjKctvqJQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b27403a5cb3d02cd3ffd6fcdc6c5ae228a6f2f2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suzi Quatro</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/275">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5p7f24Rk5HkUZsaS3BLG5F</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hailee Steinfeld</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68f0051ae093a32b0a75ce67795007ccc277c180</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4708149</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7746">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/684e2d8ec49781a7273edc47998eaa912ef4514f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231559</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial', 'industrial metal', 'industrial rock', 'nu metal', 'rap rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DXylZlWbVvlckNqwvjTEt</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ministry</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10340">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6b45550b11ef74552a64a20a799bddf92e5862d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26401</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dee Dee Bridgewater</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz blues', 'vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2H3xDjMmp31iLmsgXxLFyI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6257">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julio Martini &amp; His Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67c93d8ae0a803b5fe8c7ab563c9a4b05897e9a0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OzKt9djFtLiZQrf3ok07O</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8104">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'brooklyn indie', 'chillwave', 'electropop', 'folk-pop', 'indie pop', 'indietronica', 'metropopolis', 'neo-synthpop', 'new rave', 'shimmer pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/103c030de25759eb1a4c7d092d4c57b119141a58</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138865</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chairlift</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hAolICGSgXJuM6DUpK5rp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/911">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FWzNDaEu9jdgcYTbcOa4F</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/305a374cd85f4be8c8dc0aaabd06b2b45d774eab</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OH!3</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropowerpop', 'pop punk', 'pop rap', 'post-teen pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">548643</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9104">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69BX3Y0Y9rzA039eZX2hdx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23803</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Control</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a20f780059c1caf7c314543eb739aaf769d8212a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5249">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amazing Karaoke</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g4xthh9aq9HTMYA3mcVn0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">674</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/629105d4ab5853cd5a51ee242ed76bfbcc1596fd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9893">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Hdx4fgVxsfEJLFaYCB6ql</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10605</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/410306e09c2a9628cf75eced69d82c85fc016984</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tin Machine</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4273">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hBt2bzkgwrR4zmcxmxau7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hey Pretty Girl</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0d01ed7cf3a32a28360b27abf2d1b423edf106d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1204">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toby Love</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72R3RMGmSmzG57R7OUaDaN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76f685810b0caf9a08b0c3257d50071c7c4b1756</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">301773</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'latin hip hop', 'tropical']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7274">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6099</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6H2X3nGSnuLh8UeEyair9A</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristian Bush</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3988b50a36dfb88cfd7a062c5f04a3544dce5886</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6214">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wallace Brothers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JhnmXfodVgNBJsRvLzX4w</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1778">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Verve Pipe</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">242iqFnwNhlidVBMI9GYKp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166593</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc1d25536ae9c4af3151a588a84dfe6cc6bfba6d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock', 'post-grunge']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1094">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Radiohead</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'melancholia', 'modern rock', 'oxford indie', 'permanent wave', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Z8W4fKeB5YxbusRsdQVPb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afcd616e1ef2d2786f47b3b4a8a6aeea24a72adc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4450454</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2079">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35e2248ac85f51eb39548d008e466ccc09c39b5b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58etTNn7xmsQZhjnfjpAXL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120607</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Porno for Pyros</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'funk metal', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4316">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1070</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zxL0SRuNRr96NkgDo7p1o</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63d7d121c6d43c9db3e5ec2dbfcd412357656219</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultimate Tribute Stars</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2263">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NU</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de344d608556ec457502012419562a28eca6844c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kmLhAbXWV4YARhEoDUTTE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6538">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231629</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YPElKYjOD1sofFCtLdYj3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mandisa</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc2b5f4a4647574b3fe9045c20571ba1f7d7e30b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9549">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126492</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CxobvwTpmfpIEbkYh4pAb</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2dc036c93623eb24dbc9ac5c5d9a4a957133d19f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'instrumental rock', 'neo classical metal', 'progressive jazz fusion', 'shred']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Johnson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4356">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tune Robbers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3824</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc60ce1f05643bfb2e320980c1071c77a2fe4f8b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rpos3tdyyc5uoxMM8Ptg9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3133">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Enchantment</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d71779bc5e0680e4bb85dedcbd74e175dcd72a38</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f8IcmSWG7IH8nc8u6vjnt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18965</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1540">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uISNNuONokIh21KiNharS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butch Cassidy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2752</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78fb78343a922fd4d41c46c6a88c922bd9931146</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6464">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic metal', 'gothic symphonic metal', 'metal', 'neo classical metal', 'power metal', 'progressive metal', 'speed metal', 'symphonic metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kamelot</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gTbq5nTZGQIUgjEGXQpOS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f993aa40319bc43d45f872d0e8b9cad9047e9ecc</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224730</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10886">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fugs</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'experimental', 'experimental rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tMcZ6q43cH5AbKk3mrdSi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4bc871d6a43e59170067380d470cfee38f73d9c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9256</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2895">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a8d7459068d1ed2a229598190b4369a8d39406d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gYjIUFuKIBVJfxXnmrd5P</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7519</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Carlton</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1485">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'new orleans rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76d18e99dd8cbca80c1fb5431fe5645d5fc23d92</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jWGfUCFeTu5e0wprRhHXR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Tymers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290196</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9617">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13421</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian soundtrack</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christophe Beck</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GjWNGbMtHDQ7CNYf2d7cw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian soundtrack', 'soundtrack']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/652992d5acd4d31591480259619db9d5bf601ade</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10826">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hollywood LA Soundtrack Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AjHgPMs8gST9qpPuritzX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bfbf909f516343aefe38d23d55aa5b1e146eb4d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1293</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8008">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7e2c9dfa915d3efe87b9bc1c3cc42165a68fb23</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7enBrBojgBJuPPdqTq4Z5F</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235033</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Citizen Cope</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8138">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phonte</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'alternative r&amp;b', 'hip hop', 'indie r&amp;b', 'nc hip hop', 'neo r&amp;b', 'neo soul', 'southern hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SyCTZ8X8YQCI0J1VRp4iC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48576</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e943484c27cf7c6aa204fff5fb64e9319b1e7a16</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6762">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ad49bfefc9cf10551526f37da19b66508aad6a9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'neo classical metal', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89185</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chickenfoot</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416gMRzj1LnFJvSBF5PO2R</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11216">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c1800c3ae890895ab1e7bb5bb2082dfe192bc82</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardstyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardstyle</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VGkOHRnGhPYrzy9qM7CVj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Raiders</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10371">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'baltimore indie', 'folk-pop', 'indie folk', 'indie pop', 'modern rock', 'preverb']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aabf64810127177bc727c5fb0e9a27564ed34930</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QkSD9TRUnMtI8Fq1jXJJe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124191</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snail Mail</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3436">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a61f038f38dc06c8803380128f5da646cb79831</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35887</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Hutch</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5w834ZosnqiBBV8xXCi3oD</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10120">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25afec8658d54f3074fd3cfc1001152d2fd4aaa1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bgC6nLfxm64Qgv8TSIYhs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orion Hunter</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8669">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102027</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'dark cabaret', 'folk-pop', 'piano rock', 'steampunk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amanda Palmer</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">726Dh6A5VyDfAAQxilT6A0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a279450c7f87e01e4ef4d9a672dab30bb1375b49</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3330">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carol Douglas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10604</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xcXR8rEj6eRPVMFjUNtBe</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'post-disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86a094ed7ec2d14b7bcf86962a2ce50235ec9048</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1103">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sHWvTWufU865WrWckjyE0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20301</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Felli Fel</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8fc472f8c886b3252e50fff64ec241f61988d63</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8981">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fed5ae345ae4936fa97add158c8c708fe9358c3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaci Velasquez</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64560</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MbmKsnvXjl4GA7Dr27kko</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4111">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy James &amp; The Vagabonds</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">921</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42b57db9bbaadd7f093473312b2158a55b971b81</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bflLnRrSv2lbgQHyhFP7l</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/598">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rVA45AaxEEetdqc9NngiJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9430">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38CEXk1DhOZYRJ59mccCh0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e530cdf4c39d7cc4f2b67bd80b9e6c21a44808f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Guy &amp; Lurrie Bell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11293">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freekey Zeekey</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EjZmcZTs67OVOG511gGn3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">532</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11004">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Premiers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7j1U73GyJma4AM3T5C7Dmc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">468</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78fadedd951318e47ae659077ded027af416a0c7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3638">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bOsFzuJ6QZMr86ezC4oXY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bc9cbfbbe6a496e4fe3c89c94b16f42b54874a0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104613</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ink Spots</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'lounge', 'swing', 'vocal harmony group', 'vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4194">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fpTMHe34LC5t3h5ztK8qu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">610316</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Carters</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56bfc8d434ae07d44e737b42b87aebb639841406</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/660">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40caa71cae375d2dd9168865fe3f2be5ed431f7b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">920469</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K. Michelle</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2retT7MFwHDVTeGKDdybEx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/236">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/774454e054a4f45cfa4f74907caa45649c5d521d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Rock</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">651663</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28ExwzUQsvgJooOI0X1mr3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3873">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aPt0ITiKD1r1GXV3RvOUh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Victor Lundberg</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1834">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6F3NW2aC9Sni1FH7QPSLvw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dishwalla</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144291</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00eb1bf7c028d7bdba3380e07a38b8fc4994117d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5478">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2g6fa86fL6oLcoDqanBbuR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian talent show', 'dance pop', 'europop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delta Goodrem</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48ba49ddd4b25142292686bb5039b24eac3d543f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119044</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2589">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mEIug7XUlQHikrFxjTWes</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">838248</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4d0fb18cb338eddee6b482779d946183a743b12</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Diamond</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3886">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21t0aavYGSGFkYYFhu6urk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'deep new americana', 'funk', 'modern blues', 'new americana']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The California Honeydrops</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81d76dbae762bcb0e2e1aace03b474ec8d3ede49</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44214</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2138">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian singer-songwriter', 'classic canadian rock', 'mellow gold']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Cochrane</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/750adcd8c37b62d7c5843cfbafe0ec491b03b745</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30239</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Jj4mqGYiplyowPLKkJLHt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3981">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7f909d21ef4bbbca6ff4820566d2649d9ca8b52</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17904</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gZVflqhSHhG3MjYrf1dOv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Surfaris</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9293">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nyS3tg7hOw3CzJVBJvNA4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/222e857b2c0f6e58bc82f976b169561951851b82</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manu Chirayinkeezhu</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9869">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'gbvfi', 'jangle pop', 'post-punk', 'power pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JXB7XQ9hjLB5pnr1eowKR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camper Van Beethoven</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20479</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a75240396011e0abf7c2b001549f5c9866cf2f44</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8747">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sGx32zrdgpSQybEVnywmT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e33cb7097b2d3be034c65bbd7f6447ce83fc5d0a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian ccm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starfield</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46896</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian ccm', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2193">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Y3xIwWyq5wnNHPp5gPjOW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fff0f365d90fd652a3c53f9f962676a4c2edbe3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'new wave pop', 'rock', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">417789</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Loggins</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6136">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Hodges</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f31ac52aef6a2e4c15d9d4315984b1e0e005fa2a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HVlzyrBgxLLB6DYb8Ffyg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7316">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1528a2b8a55f29733ef2ffd26286e68950a3afd8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Derek Minor</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fn8lZLy7Q61AXCWWPYC4B</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83629</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5630">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Melba Montgomery</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TeB6t5E1uJfbJGRZvJAAv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1818</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47f37dd307c6848aae2d4932cedbefe4d7a82058</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4132">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89f395ca62106aa1c5aa7e8ea65c7cd6bae82262</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Loud Angry Noises</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AjFcDhxX70BaxpEPXMt57</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10657">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Weaver</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7741475a9082987b98432e82b6b7ac112f481926</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1K7rPB99B4dqunudSvCJcw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10996">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HATwrAZrNiGq0Y94RS6TS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Siegel's Tokens</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aef0ee1cfb80ef506ef63cd10d0fe16d545eee3c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2713">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EGlaDAVZTNNknDdKHrHRp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adec2428d84d631ad5d148a8795e10d1e585479f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Rider</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic canadian rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35732</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5738">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2moiE5ZUDX3Cni022mK9Rb</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45c28e8c9db6b77edf2bfd84af0506d95f53c898</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Coffey &amp; The Detroit Guitar Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9101">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b9d95e21a905e3ce33cb4d6f35f435e00cba338</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Revis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4e27lOSzk1nvSxpw2BrrwT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard alternative', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16763</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6295">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc0d496b55103b6457a2a79bef935f105a563bc8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'folk rock', 'mellow gold', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FI0kxP0BWurTz8cB8BBug</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">611216</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Knopfler</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3548">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/193f82c6795d1b670c0be6f3da443fba47581862</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hudson &amp; Landry</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01rHoPysrUwLE4HprDreGZ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11372">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e7dcaadfc8fa2454c961c3e2363f34140c54c84</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xZLUGstW7tJAcJXBuieiE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4.0</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1306">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">461576</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/784978a78036fd3b0339bb616621ad3076b62125</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trick Daddy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12FHARd9fY0Tu0ila4Ua25</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'hip pop', 'miami hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10846">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58v6xhLmTYUipCA4c2RFLd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5237074d4a444a2fe9056524d48a195d92c63860</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soundtrack']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bang Jun seok</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soundtrack</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1411">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd4106fb43e2880f77610e25d50b584fd6d7475e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Buffett</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28AyklUmMECPwdfo8NEsV0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276460</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2823">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'northern soul', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marvin Gaye</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2942358</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3koiLjNrgRTNbOwViDipeA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf79bd3e5c787e2ec152eeb1ea5538b0d4cf1434</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8994">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zircon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep chiptune']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14958</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CGpNBihXlpMsjwHjVKNIO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep chiptune</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0873872ada925b24d29a258346268edbc0e5b3c9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2134">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art pop', 'art rock', 'mellow gold', 'permanent wave', 'rock', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">765895</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Gabriel</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbb98a8d0a1268adf099579b5d4a71bad51a625c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7C4sUpWGlTy7IANjruj02I</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10856">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105072</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">israeli mediterranean</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eden Hason</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uQl3gu1AIXyvqCAxnc2q4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['israeli mediterranean']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcd8baf5bfd32521215aced5fef35fd91373fdb9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1516">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'outlaw country', 'redneck', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268749</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XwKU420OWVk38vz1KvH3M</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/234d093367ba11b18d5e65bb269bc762145944f7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Tippin</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7082">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brooklyn indie</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brooklyn indie', 'dance pop', 'electropop', 'folk-pop', 'indie electro-pop', 'indie poptimism', 'indie r&amp;b', 'nyc pop', 'pop', 'uk pop', 'vapor soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wet</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200298</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2i9uaNzfUtuApAjEf1omV8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cdbd9963e4bc6feea58653d7db5c129237ddd47</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3935">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pozo Seco Singers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">826</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25FIeQrCQgGCv2JzuzwzNx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48d3e258665e289df7a4b1c0f8bc43d609c0392b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1442">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YmywXnB2RxQ9IvUzZqvo9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/703d5078a4dee7469c7f4afda39da4f463ac3aaf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Lines</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian country', 'country road']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8572</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4381">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229674</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wonder Girls</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40dc2f6708b940a237c555e0b30511592656b1a7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Cv2vi3WTl8VZOTdrBkKdM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'k-pop', 'k-pop girl group']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2716">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193094</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ae3444f2892e684e76f550255845fed4f17d843</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shalamar</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3REpOYo13YkVj1dFzda12A</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5507">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ziCCwKSWypFQsjriznj5f</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlene D'Angelo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe5503aa6417545bc57d92e9f54f5b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4558">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27542</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59ef876b5eaa8849b13aa9c2d76d632901466c79</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IkHcHKErbWa0TA14yHkbl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'electronic']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Vegas</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7984">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72587</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro swing</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ROyXB8NDG0fA78S46JdTB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd226234366fc20b0e44db234dbb623e41609d9f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro swing', 'nu jazz', 'swing', 'traditional swing']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Bad Voodoo Daddy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8621">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349132</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd55078caac8105a3799c9d29f5172410da0c904</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erik Satie</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">459INk8vcC0ebEef82WjIK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'early avant garde', 'early modern classical', 'post-romantic era']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9930">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3438</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dickey Betts Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27xGA3Cv8vhbzRPWPH7xHP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed9d019133a766209ce2b91f50d19018fa0371c3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock', 'southern rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8442">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82e54850084571534328f7509880a835c361296c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'emo', 'nu metal', 'pop punk', 'post-grunge', 'post-hardcore', 'rap rock', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254304</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KDuKk6YdEu3hR56HtXmxt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Story Of The Year</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4735">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corina</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IU8A4qXB5oCx6YFdIqxI8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64da0eca86e29aaa80200291b585efa3ab78cfc3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1472</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/367">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dddc432553de17747dc53aedd83ecccf01c14a71</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russ</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2591590</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hawaiian hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hawaiian hip hop', 'pop', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z7b1Pr1rSlvWRzsW3HOrS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9287">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">808447</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e599f52f4fa4fc1b4d503ccfc9e5739056129b80</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'indie rock', 'modern rock', 'neo mellow', 'pop rock', 'rock', 'welsh rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21UJ7PRWb3Etgsu99f8yo8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stereophonics</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7342">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">761538</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14r9dR01KeBLFfylVSKCZQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e30a95ed5539cc08cc339439a596db30304d31a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damien Rice</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'irish rock', 'irish singer-songwriter', 'neo mellow', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9684">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elliott Murphy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd8631b85be0dfe44d932d04a8552dfa96cf29bf</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5983</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aqvFWNLhYa5nny4oDII4m</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1056">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2271f45e6bc519112a89396a21b0fc2c9d841f58</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray LaMontagne</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">682378</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DoH7ywD5BcQvjloe9OcIj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'neo mellow', 'new americana', 'pop rock', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8750">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9633</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PlayRadioPlay!</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/740d672a5dbcc2edc72131188b9d378e3b74343f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63zoZel1NwaG2CwLHdCA9v</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4152">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6504da535516f6032234cf4f341d80fc58bde257</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Vg8U5m1yHwqRyQMi87tay</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Gilmer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4265">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7be110df48ad78e3a20db24c504bebd2af8510a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hallelujah</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29Ad3rWGNNk0cOcEYnZHau</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4950</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4426">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Cook</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gUz9by3jEHfm0waO4ZKDM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0870d33d200e7f26265cdf13d0e7ba6edab377c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8812">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Levert Sr. &amp; Gerald Levert</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">590</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0723126b43b78321d586b13e9fe585898dd60778</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11qtGFhRSCTsfJ1VqNXWWp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9349">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fenix TX</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'skate punk', 'texas pop punk', 'texas punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32339</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc4a7a5b91fbe76698f42a054cdf5c89fd293af9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">074c96SFGJ7WfW7ykczDHr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10201">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4qAQjyLVDjOKo0Af7cIWoY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e9cbc5395306b147c5e77caf31438fe2cdee8c4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">299</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wrabit</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2224">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b4ebd6a615821151e4ec536226a80603c61a417</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cut 'N' Move</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OQkm6IvTu9MeHkGQQ4cSK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1358</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7855">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">932550</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'wrestling']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/774c52a24eea8147371a71128f018d494784da74</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1E4r4z7ivGUcSAnCbINJ9v</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drowning Pool</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5920">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb852d67c30a07c0122fb34f37c0d72a4c5aa916</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricardo Ray Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UmPZOpOL6veEtZ0g0J1jo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3813">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SrtY5x33d2gF27chigCGg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Thunders &amp; The Heartbreakers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8735fbdb27da7b398d35b31f2b3ae0d946739a0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'glam rock', 'pub rock', 'punk', 'punk blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26694</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11140">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Alan Parsons Tribute Project</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a75241d42b5693486e790686c2105702af287c2b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27WKxS6tyPmgQi41GaqOUx</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6986">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">532795</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08fa85178f4a59b0230fe345ae43930648d2e1f4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aIm51fHkokqlJn2vzNTH8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baton rouge rap', 'crunk', 'deep southern trap', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Webbie</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baton rouge rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2659">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25TKXk9zo9yk0HMJQ3TuE9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'hip hop', 'hip house', 'old school hip hop', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3eba3feca0c4dd55d1cccfec8657602df928a5d3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kurtis Blow</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96216</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9165">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Badly Drawn Boy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'folk-pop', 'melancholia', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f1f5fd3649b8557ea084e3dedde89acb61e7122</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">244fcyNSuyhbRlMGfMbYrO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72409</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5256">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yaz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XSKLwRyT1GttGP7fqr5o5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79101</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08850b5a1863e5ef09eaca4ce1cb2757596bf554</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8696">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6krMKleBJfXYPdCP5q3ypW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02b2a91556a5a167766e4ffadde94bb92803d30d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7935</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Kiner</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3502">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donna Fargo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32376</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30c615dda4387455e396c05cb81cba9bf4513233</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tIQ6BeFRvYApoAyJmaeVC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4624">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9842e89e8c45a8ae23350e2e00694a7bc0ad5876</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1990's Karaoke Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TBrl50UvNcvaJ3KKHzjzk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6349">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['redneck']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07ee691f67d3506ddf84d016b3a11a36d9456e53</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23059</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77GSkIzDaduRlIbNjlvefc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Foster</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">redneck</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9356">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19MNIbED5OlB4TxiAYStlH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9946b593cf8e6bf84cec988edabb7d126066c33</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'turntablism']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Touch</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19932</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7539">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3971bd97be2f09fb55ce96846f009553f7b40ea</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Studio Sunset</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15paYhdqCbfArYDSOO3Hwl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8232</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6231">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xnvNmSzmeOE1bLKnYXKW3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'punk', 'ska', 'ska revival']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43e3fd8ae1da0463a98348beadb774871e0be92a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302173</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Specials</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10927">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4106</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ballroom</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ICtJI0WkGw8bQB2ELzHjk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ballroom', 'easy listening', 'exotica', 'light music', 'lounge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/500e99078bab0dd6cdd5dd1cd4ff515ced36f852</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stanley Black</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3612">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abe2f26267d3a066e64d220e802524e8a22e8c78</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k12mG3ZbhEkBCGlBC807F</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liz Damon's Orient Express</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3434">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">569518</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/937ef6648b5009a1b555da269bff39d37fc50024</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RnBFZRiMLRyZy0AzzTg2C</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Run The Jewels</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2374">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">309</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2G3bfBdf6dKjVlkUqMzO6q</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Morales</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea27b6ed5c347f4107e8de4e56a4facae453c396</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6624">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PVRIS</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">408834</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6oFs3qk4VepIVFdoD4jmsy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pixie</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pixie', 'pop emo', 'pop punk', 'uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c3f69bffcc6bd2ea7db224c19643d0d4a6b8a8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/247">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kI8Ie27vjvonwaB2ePh8T</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">971163</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'modern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Portugal. The Man</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53cfabafc2e9d15590719cf987ac0801d8ec75b3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1265">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TNt4aUIxgfy9aoaft5Jj2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/507169083166a5b7dee868a9c09132a9058abbb1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">809818</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'art pop', 'dance-punk', 'folk-pop', 'garage rock', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'pop rock', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yeah Yeah Yeahs</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9641">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecde4f6672406f85c6f701ff82a35cec11913352</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55769</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'bow pop', 'compositional ambient', 'experimental', 'experimental pop', 'fourth world', 'laboratorio']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laurie Anderson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hqB3Fxgin9YGYa0mIGf1G</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4484">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8-bit</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NT2ol2lqyRSUzU4m129Ic</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['8-bit', 'chiptune']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10748</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8-Bit Misfits</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c8461ff8e1ca67a9f4870d2afa651dce6ccdd3d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4849">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40qfouqYX9cXmrbC3ZBvpV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29ce5d9356ee8d7f85689dde0cee796d47e4d005</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Miko</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1412</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4386">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba478b78781cede3588ead52fad4a62cfcf7c546</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GzIauSfKRc5BlNXpTWAGz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104565</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessie James Decker</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1564">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74111</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35a9c4cf7d8ae21032f9d60c549f0a6f57ed3e17</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bubblegum dance', 'dance pop', 'europop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7L12TqJ0fbwtFljTbwfwRI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Samantha Mumba</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11185">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">812</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Backing Tracks</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/085b06da40bb8d08b82ae1837237685447fd20ac</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zTYSIlGGbY2wLixqetrvM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6612">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/589776446251a4aa7469d257152216141cb98610</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194347</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5H0YoDsPDi9fObFmJtTjfN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'art pop', 'chillwave', 'dream pop', 'experimental pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'la indie', 'lo-fi', 'modern rock', 'neo-psychedelic', 'new rave', 'new wave', 'new weird america', 'noise pop', 'nu gaze', 'preverb']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ariel Pink</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5228">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DDhmwACy5fS4W6Pv3ZD8w</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f383b9cb358f059628be2bd577f01e8e15ad08f9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Hamilton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9160">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9927cf7b4ad188888a6e94e9baba832908717e5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3P9jdZehQvmAoTrWU1p5zt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22292</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlotte Church</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9420">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin viral pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MYA</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Rj6rNR8zIlUUDCs1OyPmW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83518</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin viral pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f44b07e36798bbc2d6559b1d745729f69105583</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/540">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['house', 'pop', 'tropical house', 'uk dance']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Disclosure</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1627475</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nS5roXSAGhTGr34W6n7Et</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abe3f9908500776b9c2d528022763e08d89bffc1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3517">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81248</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3L5iYAziSDnuaHsSgbkcIP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'french reggae', 'reggae', 'rock steady', 'roots reggae']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20789e35a50bf499b3f02117f95d2fcd40d5ac0d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gladiators</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7065">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">After The Burial</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'melodic metalcore', 'metalcore', 'progressive metalcore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139922</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uNj4RxFjG0iVPlZS753en</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d78b92fc19d81df788e3dd5096af278edbf8bd2c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7902">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mU8ucezzms5I2kNH6HNlu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1565025</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conor Maynard</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1678c7ab4c18f772ab4d32da3ab11c9d5191d8d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7434">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo', 'indiecoustica', 'modern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204650</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wWtfT7S2uVJJ3hGZlOLkZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccbdaefe1e5efda81f7c263d076b6438ad3b46b5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Judah &amp; the Lion</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11459">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88bde78c6c94f6bda504aedb75af9a685039f61b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yNita4fnzh0pQAzbAwmdJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Infinite Hit Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5362">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">691</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/752eeb9030764173717d0cce1c5570843b408a20</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h4ALbc1G80KRRG7THwHic</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maurice Gibb</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8394">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Cross</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2URUumnB8mguimUYWej7Vh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/579bbe0a7f3bc98c1e96957d3e1a1eaadaad870d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24321</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10219">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stanley Turrentine</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz saxophone', 'soul jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24696</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dRsXWVnkku2cMDtV1h6NP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a74c855c1735198f50ae9a391d01b353da802e74</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10397">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jan Akkerman</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1954cb9b695e91596a8af46a5ba6e549ff278227</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10147</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JeTATqIkiHIjyrdOyr68t</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8936">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sidXrUOpoWeMD8Ny2yI4e</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">857</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lovehammers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/445ab474bffc2831ebe2fe5997893dc3f7d7cb4b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7107">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deitrick Haddon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tlQrRh6jNY1c95poJvBe9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143988</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90226fc329cea3407276ce26ee2d1d8bc1707a6b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/964">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">021hNAnkFIbyFyL97br6NB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83cdca46da848b674babcc05a0f0e1827a45796a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483220</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kellie Pickler</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1253">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlay</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FZBzAqTsS12zKdb9Gr2uz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cd5d836dfa22c83cde6e0c6e8e5fc3c760c05dd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7057">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lDpdwM8KILepMHqBWUhIA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed50af42ac62c9c1b1f9d7c0b14c96b9288bf9fb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Struts</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190280</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock', 'modern rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2577">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gwen Guthrie</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77HthcNFa6SbicRaQKdhyy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'disco', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/926dd9c682f0dd9fe44928284c1d073203dae126</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25933</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/987">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AQjGvtT0pFYfxR3neFcvz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo mellow', 'pop', 'pop rap', 'pop rock', 'post-teen pop', 'r&amp;b', 'uk pop', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1226138</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd7dd075376199bbeacd472734712ed35c6e6ea7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordin Sparks</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3012">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TqIPD4IS1w4e30R38B3vj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34447</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1dc3194e0bdb35d1c0200eb50f9dc6dcb301888</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rupert Holmes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11139">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vnmWPg9yLXtO3u9P8SBmA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a4116440bdb98bee8d6b0ca55848b57d03788cd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Uniques</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4409">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e27caa120f558db4dd1b0e6f56287440853f7c2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ProSource Karaoke</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Z6WehLCUZYmz0RJL8CXCw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1368</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9299">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153243</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SX44N5qjWuFcCK8WTO0c6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61fe74d046c3210531ba9b42f482a1869d2c8eb8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country gospel', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pam Tillis</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9198">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">666</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">496MMYbWwr5nUg0s2cgCWH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9021904a82329ee5267815c81535e8a97cda002</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Thoroughly Modern Millie</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3300">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HRSYURV6LFFRCjAtiK0py</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'philly soul', 'soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98b31da2186c6b6a2e0cdd726b052042718f97b6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31490</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Simon</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1248">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bubba Sparxxx</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bb18c8f63ef8032e1ca5749300ebb9821ac3636</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172628</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'country rap', 'dirty south rap', 'pop rap', 'redneck', 'southern hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RPYHNSwe3w0mtfJwKIN9P</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5114">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YOWJjsmqQSRniUvUAyieE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Other Ones</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f3b58b1fb7ff93725dba3fe4666c9d19ba68139</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7936">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4raqfuxaWjPjrOQGb6zoa7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47021</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['death metal', 'deathgrind', 'grindcore', 'mathcore', 'post-doom metal', 'sludge metal', 'virginia metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pig Destroyer</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c43129b2ecfde2a8c6184e2821bf7ca85afe6aa6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">death metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2092">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bf54468fa9c772af8f514a20a99631fd35b2dbc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">615395</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CQIn7N5CuRDP8wEI7FiDA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Run–D.M.C.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2165">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rblp9fJo16ZPTcKDtlmKW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Hammer</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266056</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'hip house', 'mexican electronic', 'new jack swing', 'rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af25ffffde1eb2051221017fa0424d906eaf2e94</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7762">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Digital Age</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'christian uplift']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10e64Uf9i4sWOj7jYaOsSN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28930</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccbe20fea2c6b83aeb40e4c4d77b099625ac7f63</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5719">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sugar Bears</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4h31m7Vo5ZvxVlq9rHLvpm</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9110">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uNC9XuH437fKCCMuzvSks</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'country', 'country gospel', 'country rock', 'nashville sound', 'old-time', 'progressive bluegrass', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Skaggs</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a92632c6069a415fb295305a97e5958a3bbb4633</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48750</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/984">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Pk9L2rUT7wj7queJvrlp5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f7e0ab249e0fbcb469c04efb7d388f7c77ca05b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Squire</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">990</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1629">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'modern rock', 'nu metal', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78SHxLdtysAXgywQ4vE0Oa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bush</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">870036</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3afb49c380059aa84801bde2513ca2dede8d27a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5663">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jthcYoHyJf4B7mfuk8kTZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blowjob Karaoke Explosion</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f44c990171830da3e3c7e1d5f38db66a996f6b8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10424">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Idris Muhammad</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24825</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ghiUK2ao3KcmmDt2pbNzN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76c928599aa6254f9c2d10542eb3a4bf5725f4d5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'funk', 'jazz funk', 'new orleans funk', 'soul jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8158">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Bridges</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266j9hfnayXOZhRRi0sTOu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ba9260e8f6546e3dce6c45c3e04c19374d05815</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14335</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4007">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f34865fe123cdaf8ee8c5786548b2d8d8fbbdac</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Sea</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dnNNF6wo3lyqyyqdoLiDp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9140">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2458</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['kiwi rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59bUMyVXfCFTPTIDnrbHs0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The D4</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c4b6b9896b271b5245ed75b1c5e3a4dba6542cc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">kiwi rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1874">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Portrait</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/313b20bf65bcc980f1cb47f94b8cdf419095115d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08fM8wx6uuEwagFsUvQp35</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4247</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10654">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TKG5ccuWbCK7t1ORQ2H9T</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/228c69a44a389d343d6e235c0ebea459ae59c728</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luis Gasca</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7301">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'modern blues', 'modern blues rock', 'new americana', 'roots rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Jl8u1U1GtBlwocZK5LWZv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JJ Grey &amp; Mofro</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca9cb9ca4fbe595558addb1eac4813274bef9a2a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87101</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9427">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'bluegrass', 'jam band', 'old-time', 'progressive bluegrass', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fj5pzLyOKDpUOPZs9q3wt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/700182dbd8948043fa5e196bb29744a82036d41c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22491</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Del McCoury Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11213">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Electric Chillout Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yOdayq37KJYPbcC6m3DS8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec7f0c31002ed6edc1f2ee108ce04e51b4fb861c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1121">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1whjlG0NSaQytgDIWz10GS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32696</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c12a00152edc8ebe34284556702810e9485f5707</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Landon Pigg</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1632">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d475ede2de2ab87ba7269512453270b6eb3f0579</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fbFfVckGKsDbAfYnB5mD1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bounce', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101384</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mannie Fresh</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bounce</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2373">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a51fe462a957dfe6b25a65a08bafcfcbbf5e673</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128854</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0x83OBqixqdCHnStP5VMcn</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shirelles</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic girl group', 'doo-wop', 'motown', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4971">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WqCSBgxXEpXSHxUNgXBv2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Niki Harris</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0558f9a5251a349c2f757621753006884d1ed5b6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2384">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yrbLiuBmc9j81lTX3XUuI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">637396</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f322b7ce89cc321a00f926af0104418351f58800</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jacksons</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11353">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07Ki4LOiyiextOVUe7c6mD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.Eli</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Scott</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc5eba5e032c2e5bc4d42c89d61ffee5875c981f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Y5tJX1MQlPlqiwlOH1tJY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6313709</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3280">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OPSpcX9nVVWCIOKcoM4ot</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/009862aed7d7e5faadfe96016a71b362dbb2e260</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8137</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'philly soul', 'post-disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">People's Choice</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8077">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86888</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6H8Sj9gFyDYJ3T63LA3DKz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc0bb903e4cf688a71f26b3100163df4279093ff</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">appalachian folk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carolina Chocolate Drops</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['appalachian folk', 'banjo', 'bluegrass', 'jug band', 'new americana', 'old-time', 'progressive bluegrass', 'traditional folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1117">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">936</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0P6soo9LS5O854DcUpEtSc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ellen Page</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2446">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aknOZmKFnayYvd03Avoz6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louil Silas Jr.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1764">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diana King</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19aa82909f796fd2ee979803d442af709c14c01c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24723</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221iMiF62DFPnVuCLJakP1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2849">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jtTd1E9mBxYYU987s32Fm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74578</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian metal', 'classic canadian rock', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58e1c32c2d799aa956ab4e68d09b21fa8070ee9b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aldo Nova</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6527">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135260</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'doom metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'old school thrash', 'post-grunge', 'rap rock', 'rock', 'sludge metal', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BBIIH0h76KN8gYeXFcPjR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corrosion Of Conformity</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8d547c344558b631fb27004221c18e940d1d5d9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1021">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dpKVB4mK3ufNdZOpMKtrd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45f7e711025dc10210b349f4e79e8d81a07ba2b0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DAY26</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161171</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11102">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba1fef5733e15824289f10dcc77772b6545356fc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Roc</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CamMyNen2XC3VJbREeXMr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2883">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276603</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Fogelberg</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cA5Tg15TwARIRZeiNT1RO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/148ea3256748ffab57e4dae70ce1427e35a1f8a9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5897">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">603</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dNs4gsyisVixgpkjyvD8D</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6b0196a7ee97daaad0f24166de7035c48058ade</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Esquires</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8720">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e96fa46ccf77ad45250a2e91c672f6b6343e6532</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'ccm', 'christian music', 'christian uplift', 'indiecoustica', 'roots worship', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95441</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Foreman</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5D3h9ZoobhetjXw3dKhcaq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8733">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfbcc35be18f5cdc9f73c9311e3df61de75dc4c4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CAEVKnfAK7ugwGNMSqUoF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6878</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'piano rock', 'pop emo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cinematic Sunrise</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/38">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Normani</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaef9743235fa95f1cb777fb690747c2fbd7e01d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">473714</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cWZOOzeOm4WmBJRnD5R7I</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'r&amp;b']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3576">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Jacks</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GH8lDgqqfg1KSDfFRFGzK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1983">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">O.G.L.B.</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23Ul4QNOkm2gasKycag0UK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7766">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HAFcGueezrL5DEnxMpIOc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock of Ages (Motion Picture Soundtrack)</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">291</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ce71fb8b74c3390b4f2fe8021a68dcaca5269e2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10581">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Price</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3764</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/369a20074ab55abbb1857e301a8aa048c0633662</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WKTiixhkaWRexRUs3GKBw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10664">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'dance rock', 'experimental', 'experimental rock', 'folk rock', 'garage rock', 'no wave', 'outsider', 'post-punk', 'protopunk', 'psychedelic rock', 'singer-songwriter', 'zolo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49afcbded4da4e8f8508fb499422beb3141147a2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Captain Beefheart &amp; His Magic Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2k8kY9zHUWxuTtwV4UutHw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94551</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1316">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jhkLfgJKRu9Lb0AQd7fkB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cutty</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84c0ee70d8bbd87688b65ee200f42a4cf74bac1b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1252">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tw2Lmn9tTPUv7Gy7mVPI4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45bcc46c972bf295223ab99cd8379e8d96015896</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">865146</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'country', 'mellow gold', 'nashville sound', 'soft rock', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Rogers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9969">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a4190f7cb4418d7e044287b4c5debfd025d4413</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ULOrrt7kzLlbbwpWyIL4U</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fran Ray</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5485">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175121</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Symphony Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical performance', 'orchestra']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yxyJsFanEAuwSM5kOuZKc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a42ecf4bccf7bcc14f484fc3254427d2225b350</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1444">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Murray</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97430</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ae06c801a8a5b825566021294ec318ad3ef8853</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bwR166mSJEJrYJqfyust3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1480">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'dance pop', 'deep pop r&amp;b', 'hip hop', 'hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08rMCq2ek1YjdDBsCPVH2s</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91c9bea2e8b07d3af8e3696fcb45e54febeafab6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439975</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amerie</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8443">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FXMGgJwohJLUSr5nVlf9X</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1190792</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Massive Attack</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8bbeedb05f38ae5cb982a7daf4bf7129cca892c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'electronic', 'trip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10564">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Ralph</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4238446c5bd82e8add889cb6281551064dc140de</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2861</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GPriNLwjGv7sjsgIex8Wv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4633">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d36c5241ba013c0250202030b03f3349fa955925</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevon Edmonds</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3an8oUQQJYhvsqS59GQrqR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55223</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8872">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nNyMDW51EHYbBXu3lFbLR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blood Brothers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33355</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef8a188af505b19647b4a89c69f5aa0619c57c0f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'mathcore', 'nintendocore', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9905">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94555</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GLeyUhj8B8f5pJxqZllKl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doro</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german metal', 'hard rock', 'metal', 'power metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f34a51200562d1cc36e216d54a50d2a11a2c8907</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7410">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94909</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4E7AV8mtElSjHZP3xA9kyU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbbc79d64a3b499ec90953b8db543e369c602b13</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luke James</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/77">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton flow', 'trap latino']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anuel AA</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7636089</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton flow</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2R21vXR83lH98kGeO99Y66</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8eebdbd3738acd6a69228ed3240a06e4e53ca651</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5134">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JpQE4Ny78FVuXwN2qSRgP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-poprock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tia</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">292</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-poprock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4919e661924b36373c05e9d15bad501d7a31313d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/387">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ghiFYcwn2Vzl6K50U0UPz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/627245b4abff67c63614a8dbbe9939283ee0279f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Ray</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201532</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7739">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61297</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horrorcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NSyPddPUVUfPVMiBn9UAg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prozak</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a49215badfde4deba60bd8527065a2af07192da</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horrorcore', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2806">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uOVb4hLSQVbHbVVt27tV1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c464f8611b27fbf0e0906c01ad3fccba114c6eaa</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15695</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frida</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4499">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b715744a1833195134dc21bd976684d2b1290662</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lFOyLUXnV2Emuus9X8xpA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73721</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/513">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6efa04809a6358a5da0e701d24449cfb8348ebf5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4398831</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'dance rock', 'glam rock', 'new wave', 'permanent wave', 'protopunk', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oSGxfWSnnOXhD2fKuz2Gy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Bowie</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8566">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/702d30f8024484f44c63a30faa6a6e7a6bc33e6b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19722</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Electrik Red</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lu1azxkCc8fQMYIhyQn8J</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/661">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171333</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06c80e046b52a5972cc603bcee5e469a9a894fd4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Q3f2YYH4gQxWFS3WY5G3j</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soko</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6617">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Texas Tenors</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3097</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a29ef505f92d89f3fbc93e31bb57836eba61eb8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4a887RmUAVVo3nHvPNkSi8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5758">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Travers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1907</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e8f3a7bfd64de184599e884912184c5d19781a3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SAXDxx8QdYRBMSpm25nRT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2758">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4cebe6215c58efaf06407961a99c458e537050a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'disco', 'folk rock', 'funk', 'mellow gold', 'motown', 'quiet storm', 'soft rock', 'soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fIvjotigTGWqjIz6EP1i4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Four Tops</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">511836</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5564">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6340ce8ea906e00e4ee95dea41c7dfeec95b144</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PwcexHTG0qJWQQwp05Bpm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pilot</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18146</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'glam rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9475">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">José Luis Rodríguez</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15YnmlNukYCFvwaFnoDwwV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/304492aa90ff485e69a5c22547a7bfe15332c3ba</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295015</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'latin pop', 'pop romantico']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4114">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a164dc9f49d95c50bc2596762a8da3893888bdf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Black</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Yix1N5H02xNFt7PS9kGv6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1178">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corbin Bleu</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae10cd1ec125a178788b490df64e41ffb0f0d60f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GuEFqVXxQsqJtjGqoFWvf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239544</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/184">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47584</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b55021d499c149f93dbc04f98baae0cbdb14584e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67MNhiAICFY6Pwc2YxCO0K</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elley Duhé</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'indie poptimism', 'pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1643">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7c9f8eb3312b6f31b90dc638db793e8fa1050ab</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eoJpTIlcuxJNjV5fDzDJH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Live</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">405216</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5274">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Champlin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c38156a1328576f71b26e2ac5ea0829926d0037</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pLqzTJecAKKbWw0MrDASt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5207</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11313">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7866fea986f7b094b6e0d6cbf28d189ed8c85bef</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.A Sounds</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AMKJMlXsUbwdxnW370Ut9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/413">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Grammer</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8660c4ae74a883067345f1bc0095b2c291d2e3c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">662396</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop', 'pop rock', 'post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oX42qP5ineK3hrhBECLmj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1799">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50958</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tha Alkaholiks</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'turntablism']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FiRV4AeJUGaW98BhDIAKI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53b2cfcf880fe3bd886d38536acffabc994f70b2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7110">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Il Divo</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KNZ9AOjBajjmr6ZR2VGfl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41e7ea4f99fe4b2ce6740205e56ef723dc9b0631</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">451439</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9738">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Free Style</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tyf3H4sgUqM5DxTUXe6Sg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8686b493d6e97948d19d30b8e6bcc4aafcdb08d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3698</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4466">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6063043915f4fd186d05f1cc8a64943ed23eb9d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midifine Systems</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DwFwtsHLMGyXmry54SNPZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">707</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8856">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Wayne Shepherd</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1riHqX633Kup3mJAw8WR8p</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166966</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'modern blues', 'modern blues rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22f9fa7c3d820ec190b60c1332932a1278c4076c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6035">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3002</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Cz97ZkPMsV5MUFvtpB9mm</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british indie rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Metros</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a734eb43e1ab3ffda6d0bb051edaaf7084a1b2e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british indie rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7737">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57428</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sebadoh</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c453e331bf327a2996e8473cc2de4f5377c8ecac</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'anti-folk', 'dream pop', 'experimental rock', 'freak folk', 'gbvfi', 'indie rock', 'lo-fi', 'math rock', 'noise pop', 'noise rock', 'post-hardcore', 'post-punk', 'power pop', 'shoegaze', 'slow core', 'western mass indie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wrhBKGC3DTNNNDRJPaxW6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/811">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58AqJv0sDFPFnnBcLT8eeX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc703933ce74bc0e847557023d409aa0588cc571</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bella Thorne</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">665160</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7654">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73803</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dum Dum Girls</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/550eede7068153f24c76500004ce3413cd028ba6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65ewrL6LvcNGMMRVlksNGS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la indie', 'noise pop', 'nu gaze']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6353">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5630c4ae80c6d8cb16f021fdf5b4fc28c90420ab</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kBDZFXuLrZgHnvmPu9NsG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient', 'electronic', 'intelligent dance music', 'trip hop', 'uk experimental electronic']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aphex Twin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">486271</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2980">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d2dc153ca624db479f78740a4cf62a4e55a97ae</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363909</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'british blues', 'classic rock', 'country rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6x33CmZWo2Ve4hxYl2Craq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foghat</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8330">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">805882</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6p2442ymrT9lZEuCZJdYcH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ivy Queen</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'rap latina', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f4c63f3cdf96a09be2a443007a648758177b727</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8238">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2535493</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f384691ba5926355632f1407857acb2b44a9138c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexis y Fido</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tU1VKOuxiNZwBZC6RHidA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4832">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1408</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Btbb0uXxFOOmeWrVsyKOU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sf Spanish Fly</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6cfc356426182e3dea2121bb7cc63eab515c239</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle', 'freestyle']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3002">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qqVreyB3ClW1psryS7UhH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b55bee306c5fab4010b1b8ae3982b956c872d616</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1284</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fools</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6346">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f60ed96b590f500a0cebbb3e4c64fa5f21b19de</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy F Gibbons</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6799</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69Iibc3uQ7x2vDeZxTwKCw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4908">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jeff Healey Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3d2hJTVTwo08F9b0ZFQukJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96619</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2f6b45d76be6bdc43f5c2926f8f204c1a6ecc6e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'canadian blues', 'classic rock', 'electric blues', 'modern blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2664">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uBSazM6snEc9wCG3jMlYt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98110</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Metheny Group</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary post-bop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1398d218d49420372c916b3389f125e0c92f8e18</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary post-bop', 'jazz funk', 'jazz fusion']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3318">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Xt0yrWeurmp48fodXqMWf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75828a8548bf92d4a53a70ff3547fec4fc27793f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billie Jo Spears</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21311</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6099">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35683c943ba495f5fb5ea56f368fd852eb231ec0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz vibraphone', 'soul jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Lytle</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">889</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YENA5yMZMS2ta6wzLKWPg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz vibraphone</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9074">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19297</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3up7wqUGMUTm0184V57RTH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Probot</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/489aa21d98eeda1d39da35d8cb1f8496903cb349</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/323">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3fa2a7587f8025223f230b9b8f59c5d784877ee</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gilberto Santa Rosa</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'salsa', 'tropical']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27vNK840zYq6IfDijHPsv1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824091</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6705">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3185db4864c98f10dc9f45607a97eca439b77e9e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144056</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'alternative hip hop', 'conscious hip hop', 'hip hop', 'minnesota hip hop', 'pop rap', 'underground rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brother Ali</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CsleyOZtyt16saX8WhzDx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11001">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shoes Turned Up</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80b07640738ad7f5e3a2f3a3d3682d38edc6de51</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BlwsYRIt98byMsQltCPiL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/490">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dvsn</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">618516</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6048457ae7a5f74e65aac048eb80b77d586bb47a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'canadian contemporary r&amp;b', 'deep pop r&amp;b', 'pop', 'pop rap', 'r&amp;b', 'rap', 'trap soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e1ICztHM2Sc4JNLxeMXYl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4180">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41825</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'surf music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1I5Cu7bqjkRg85idwYsD91</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duane Eddy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/427b1b9c5b3c5f8d3341b65d491342528be05896</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6987">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4f5V3PQ66nIrBCqugJtaGn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1ad9718b69b4c75164d418bde0cf3aa1566ac92</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'death metal', 'florida death metal', 'groove metal', 'hard rock', 'metal', 'progressive metal', 'rock', 'speed metal', 'technical death metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">351752</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Death</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/35">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/492d4ece2bf7c87952be47359f038182fbf15d9d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49e4v89VmlDcFCMyDv9wQ9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'vocal jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">718168</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dean Martin</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/776">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2r8r62VGJKGi463aH1HJUZ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467185</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kirko Bangz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21794bbbc03b43f52592b9b447aa7385c01c7189</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2305">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brother Beyond</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6To7KuC86pBGCtkRUiq80O</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9418198bed7332f27a009254d8f48e0447ddb691</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9105</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9928">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard glam', 'sleaze rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mBf7eusalyTh54NbiaWlR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5504fa0519fa9d79e65c1f7b3e7aa17b77f3f684</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jetboy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7363</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1803">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jocelyn Enriquez</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4832</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hgxMFtaWAhh6LDHdVBZLB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02d0b6f72e674ca73f9068db7047e4140ec94079</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9112">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bering Strait</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">paracana</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yRMmVyjP0HNh8vB3Ia1ON</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfb19c97b0a36b2d4e23202a5b57525a9a4d7d27</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['paracana']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">420</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/208">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yG7ZAZafVaAlMTeBybKAL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian hip hop', 'dance pop', 'hip pop', 'pop', 'pop rap', 'post-teen pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4268202</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ada17648418d8e3c6a7668ef1aa61f57542bf098</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iggy Azalea</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1116">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27459</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xXQxNcBCtsaz6Gw1IblE3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'small room']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Cera</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/faf786589227936c6237601aeb0c01c1c34bd4d4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1671">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">468071</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'neo mellow', 'pop punk', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6d18f23239d929fda967ab27c11c206dbfd6281</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uN3DsfENc7dp0OLO0FEIb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugar Ray</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3427">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UpFUXmXvDV7Qj1SPymamh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'outlaw country', 'southern rock', 'traditional country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31f1b1610bcba01626bd1ce55aa2801979e1b9b4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">205703</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Daniels</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5429">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bandit</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T07u2FWo1OtjuDreAW39d</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8631740fc800f2490171745b47765e3a853d29d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10116">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JMI7olfCbg0TDTE7yxxcJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Baby Boys</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83445643f7ce6b239314b5f9f3b49ee27a83df14</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1452">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'permanent wave', 'pop rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1303994</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7e39e0ca7a4ba897150247190fb27b6ae6e0318</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">No Doubt</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cQbJU1aAzvbEmTuljWLlF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7687">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nico</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IwlY33zbBXN7zlS9DP2Cj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/677676052b80931c35666be501d1f0d5c97397c9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119465</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'experimental', 'experimental rock', 'folk rock', 'melancholia', 'post-punk', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1920">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3878106136b69c31fc6027715dd8f04ac85b15c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296LotOmbj7eOX7r9l46fK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251651</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul For Real</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7932">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'minnesota hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/663a8bc0f48f1dfb0a953c63e0598b50c665a7b2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32961</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P.O.S</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sH7SLGP6BLOYDtcP6Lm47</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5684">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawn Phillips</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qgbJLYz20q47xKIkkXBG9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4452</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7a52c36e89349db573fe333bafc3562dcc59236</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3708">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dORjaew9A94A25xvTMiTg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6d2df1ff803bb5d9f10464aee8701f43a3d823b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dyke &amp; The Blazers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7137</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7471">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e9370838bd6175e7663a2c880eb331f9134618b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Wilson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09Z3wZ88af1pfyJxziESQF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie anthem-folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie anthem-folk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14149</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10028">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d083bde4f067483b142d2e56284fe32e2cd40aa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Friedman</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46Tr6bzLL8ZOHpJwA1TsCN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4327">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Vl9fyKMIdLMswk8ai3mm9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67496</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rebecca Black</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b528706b7a101887df622a1b0216312b1be1aed</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3996">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11655</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b165c6bad92ef5b5ac42ae73c9ef62887f56e375</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NRN3tnDVDspHMCfyu2ZwT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Shadows Of Knight</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9175">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Country Karaoke Cow Boys</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T9rOYmodcUr7fU94l3EB1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27ffd718183637ea480c83b73f2e11b8411c36e1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/239">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2848843</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pharrell Williams</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/555bf2119822c212ebf8cbe12b2a9fbff964a2e7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RdwBSPQiwcmiDo9kixcl8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/250">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">325429</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'indie poptimism', 'pop', 'post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7be5ff4179351749766dd88dad735a8b3562f46b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MAX</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bqxdqvUtPWZri43cKHac8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4529">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charli Baltimore</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20196</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xzdpjZ5OURzMdpjCFW008</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1810db078e0ea30addbd3125690b4da598cbef7c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8278">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3ab75b9034493ad77691e779632a3c7e986cbeb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85832</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RAiPa076RxBeTBxWO8Xfh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dane Cook</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8549">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/902abeaa78bb5be8ca4caf3aa4db8a8203870133</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian post-hardcore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225856</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53RsXctnNmj9oKXvcbvzI2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian post-hardcore', 'canadian rock', 'melodic metalcore', 'metalcore', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexisonfire</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6944">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">case/lang/veirs</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6854</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63I02CqRt2xKO0o5QvmHs5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcd2ea52108817a7afef613a5dd3e118201bfc29</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5501">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e636b1ad820a69fd473a43fcf2b688f2af9522a8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave C. Norman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xu1io8t0VKHmTLxFO5JOR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9018">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Future Leaders of the World</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25xjytYjVKPvHiDIgrFodf</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-grunge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83f4bf34e89226289e3d5bececdd6da197391f6d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6130</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/286">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5F1aoppMtU3OMiltO8ymJ2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8f69e48f7ae80c6247fda3bf03d6155ae0d7282</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">435354</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hugh Jackman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5348">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196205</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'industrial rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'post-punk', 'synthpop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KQMtyPE8DCQNUzoNqlEsE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Numan</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61f7e840cb001a2c4643ff44b0ebd57afff597fa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4448">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455ntbvzeFL1bIcEKhlebq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diddy Featuring Keyshia Cole</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6549">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'emo', 'emo punk', 'grunge', 'hardcore', 'math rock', 'mathcore', 'nyhc', 'post-hardcore', 'rap rock', 'straight edge']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quicksand</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acbfccae5b51f9b775686d584475773940e401ed</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33364</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GDjwZ2zwNZizuNJPmH3mE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6657">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silverstein</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian post-hardcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Tsag5J854qxeOo2apszug</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian post-hardcore', 'canadian rock', 'emo', 'metalcore', 'pop punk', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12c4b1962165ad3d65b3e41943908b7e999bcfe4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371863</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7885">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4065</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RMjtNqKOM6V36EngDqEBw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical piano']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van Cliburn</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed5d3f9eb2a0fe4199c7fef08b3d8a14f83f69fa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical piano</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10121">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46455</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7t8q7ikEtcPNtoaKAm9Vu6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Goldsmith</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58617532053465c8dd3725d0ebfde61edf2c6b03</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1754">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57d60d824eac6f8870011979a6fab6b27b97fa44</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47046</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chumbawamba</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TcYeHEK9sBtv7xPbKhzHz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anarcho-punk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anarcho-punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6900">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62781</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joseph</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Wfvw7rDz7HA6gE2z6QhqO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73df4d1d9f99765a0661f195b254f8ae484e3443</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7898">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'christian rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nrzg6bzMCRGsdQ5eD4d19</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27837</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love and Death</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5089e4ed0dff5d06716ffc8a9eec7a6d0454509</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7290">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154936</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/843085effb44a7474752219a9a49b1fd021658de</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new americana', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'new americana', 'shimmer pop', 'shiver pop', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new americana</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EGwUS3c5dXduO4sMyLWC5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Houndmouth</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2992">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1w9siRuoCBkWA60hGoXZCQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b5a0d3a7bb2f7113a8a3b318ac28f93c2579875</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">396</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syreeta Wright</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2084">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Green Jelly</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7114ecdd0ed7f9fbc4998b07cb86378fc6908a88</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23642</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dyxkRwYuTw6ezj1tjC2rY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic metal', 'funk metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7997">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kottonmouth Kings</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171220</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jx4hPtb5enLdBDdHKuSgf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3f152eb819164720bcbccb68ff82f2ecf8cac62</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap metal', 'rap rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1462">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VX0o9LDIVmKIgpnwdJpOJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erick Sermon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'turntablism']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8107fe69a057a15b6cac8251ffa37c54d59124c7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86335</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/292">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4014957</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2870f08298c8c391f6ce13638a9a5cdaa9845762</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Niall Horan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Hsdzj7Dlq2I7tHP7501T4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'neo mellow', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/289">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">674913</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rvssian</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin hip hop', 'reggaeton flow', 'trap latino']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fctva4kpRbg2k3v7kwRuS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/468f528681419142eb5685e56c188e5f49b0029d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11289">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z3tsYTS1kfBUfGjCLXmqy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/251e348cf3e00885862d92354a3c221476c0ca31</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7628">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf1745f2d08fa6f923dbc88bdd761834c2bbee2c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WQ8grqJHB2Y0IDjpro1FE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Culbertson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66132</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1120">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CWTBjOJK75cTE8Xv8u1kj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0d3d5ca7e115a461b8345ce13c282baf2443fd8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'canadian indie', 'canadian pop', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'singer-songwriter', 'slow core']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">524915</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Feist</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7335">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['antiviral pop', 'comic', 'otacore']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183932</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/366f478029726e0b79fd0f564276afa24023ebfb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">antiviral pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starbomb</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DLBs2535MM32RYqirYYY4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5816">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebf217fbe251e9a8fd2d0594bbcbb559965e79d4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2877</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Wcc9ojw03wJUXhgkToSD6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smith</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10785">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eKCPGIfkLJDtPS0FI47Ob</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11fd825c9f326588dfc6d6592fdd173c7a77f596</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julie Driscoll, Brian Auger &amp; The Trinity</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3732</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10666">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iain Matthews</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1825</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79d990a3c688662f0370552e7c07db162675c150</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2y3DwDaOnRIavFlGsgSuTE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4192">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['israeli pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a275593777ddc157570cedd0649e6ba8eee215c6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289265</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EOEK57CV77D4ovYVcmiyt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">israeli pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Lloyd</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3999">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49049</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DAqhikcMKLo2lPADVz2fs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee9fe971005612766bb35c9b6003c06b8f0ea59b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay &amp; The Americans</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8044">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Storm Corrosion</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9afd91ba7eda2355b296b15726eb7dc71166871a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24328</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73p7913nnreqv6jbWpeNb1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11125">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paolo Favini</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81f4f5bb8c9e3cd5a5d088bc8e3fa85e82e24d29</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lB52JhNwX8rTbxK3lELYO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5327">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ut1VNKTLERpjYf2uljNWn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1738</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94d4c0ce5abe94435c81d47be38cc2280b7afcac</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Seymour</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10356">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Criss</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c24ed6e5ab464b70ff9efb3b33b6d4f6f2306ef1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DWj9QLyCN9dyQydd1P9QG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26709</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8639">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Y4bCmUNPDKqc7dHkVvgim</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a78a4ea2bc3195a82815c3cf7d8c77912c01b5c4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erin McCarley</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24723</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9393">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TRU</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33329</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'new orleans rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VOkIa4pRNEdugeOdePtRp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da2a73dda21d4180b4b4e62d648e7cc556caea3c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9080">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16HCiYXoNdjZDdKPaH03b8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3533</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bravehearts</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ca7ec90fbb363dde76ce8cc1f7925c81542729d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5251">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Belle Stars</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/917275b6cf78a9ad256410d7a8c5d7aae54b1d09</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79mvAIaa8bVyObPdeqs2i3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4882</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10909">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tonight Show Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3abfd6cdb707bb46b47206daee7aa8a33d68a6aa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DBw0MMoOhWKvFGmSLFQsJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3628">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24ec5ce67dbea05085776b57e178a9715d94aa24</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IJv5pAua8t2Q5FP79TXOt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1868</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Kay</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5471">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern blues rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern blues rock', 'modern hard rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IOvhXyk5edbA2DVaeP9Up</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dorothy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c6c79bf742e38997744289b15286f58f4879d35</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165010</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3969">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfb5c7b098230991af7858bc1c61c4feaa1f6b1a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Elgins</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30863</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CMVsLgjlp9Tk02TikMAQK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7712">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bb375f5050fab4a12f9dfc35fe43138c3f3bbd0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24620</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Hause</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6b58ZzXRHPakxMhPx7xHAx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk punk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/198">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jake Owen</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/670f1d25e41ea254ec9baed5a686af14fea8548a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1209243</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n2pb9Tsfe4SwAjmUac6YT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9405">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YiWXa7E1raYyY0uQDLpgs</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lo Fidelity Allstars</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'breakbeat', 'electronic']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53285c1f3c9bc1ea4d6557d4b0111e4c0207adbe</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12398</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1233">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'neo soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleepy Brown</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11875</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11d32270e6b201d96d94781902dffbf06ec8ef1a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Dnu2NmddNymEI2LMZVH5v</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/999">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance pop', 'dance-punk', 'electropop', 'folk-pop', 'new rave', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ting Tings</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wvUfjKGoXvcnDHq7GgMOa</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">280950</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/452855b7ed13b692f6011fa98c224941673c0eba</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4187">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KJ6jujcNPzOyhdNoiNftp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebc30c2aefa6f83320f36af53772ef1913d96d6d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie poptimism</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie poptimism', 'modern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163688</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lovelytheband</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7915">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbcd26975f7cca0aa0524724727944e7923cc3bd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amsterdam Baroque Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CMg8J0WjftvFR5zFbufVA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2916</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque ensemble', 'classical performance']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque ensemble</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5811">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EEBJbLXXb9ShxSDsjbIh7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64726920f85ea38135c3fb49e23262b3f304a1e5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crabby Appleton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">801</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5737">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Sutton</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s6jfoULwygDLQ1nCarTSG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8440">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12836</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Buxton</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5126966824a28f08e1393545da936bd3eb17914</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xTlb6eueddQmWsxImpDbP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3445">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c923d6436c698e5847c2ef79af5b2cbdfab8aaf8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YPRXu1dazGYcSZv4HJEH4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228606</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Delfonics</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9518">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'g funk', 'gangster rap', 'west coast rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">492BTrKk9HdCmjgLZ3vjbo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/178e9684df9a380981407d7925fb7c75ca4e7f44</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">South Central Cartel</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58256</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7178">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/628a3a00c89b132aa3300c42a5d19cfa369b70ee</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34482S5nfxR441wcnVfrHi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noah Gundersen</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98876</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'alternative roots rock', 'chamber pop', 'folk-pop', 'indie folk', 'new americana', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1655">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cowpunk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47272</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blessid Union Of Souls</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4W4gYpQ2AQq7US2HZS13Qw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cowpunk', 'neo mellow', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/228065a9cd7cc2c4a0daf29f0ee5856b8f199011</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1034">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AU5hm7RJo0j9pmsNOeJKB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris J</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff993e489253382611604f3012ac8bf62a369c0a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2510">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yello</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xgj17ZsWxxU86S4qlWvOi</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bdd9651a047ca66f02324c8589dbb1444d8a0672</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'electronic', 'new romantic', 'new wave', 'new wave pop', 'synthpop', 'zolo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81796</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5001">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kymaera</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NPGTnGiCEaAK4mCln3ReQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9a33ccb11574743ded93de313f9da06c31e2e95</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3496">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71fb5fe555888fda253ed83208d7d5fac0d0a123</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">967</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dE4AKlTQ3EW6yU6F9LuQT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Wallace</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6400">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'new americana', 'pop rock', 'roots rock', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169314</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dawes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CDUUM6KNRvgBFYIbWxJwV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c9bb88e702c5a2aa41d558131271c2c6c802e25</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/823">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mick Jagger</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169499</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3d2pb1dHTm8b61zAGVUVvO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0f8d4fe64430bff048527667dbb88e37f022bc2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1203">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alejandro Sanz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cantautor</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/321c77a4f99c3a0c632c6407ba326588996aba7e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cantautor', 'latin', 'latin arena pop', 'latin pop', 'mexican pop', 'rock en espanol', 'spanish pop', 'tropical']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3382318</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sUrlPAHlS9NEirDB8SEbF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4202">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quality Control</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b35185826b88db643ad2221efcfb10fc8b9645f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6i392l38cR3uBPF0DbNs7S</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">377063</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1303">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140470</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4J3wzDMI97AlGimdiVcaLb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcec7e9bd4ec35ee9289a6e4ea60890b3fb79555</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crazy Frog</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4371">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mick Lloyd Connection</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1689</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oJwrS9WFj1SRCgSevVZRV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73f43dd4409f6b7662385afad438648ee0c6951d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1170">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">742580</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a22a1f68aa7b596e98357ad38aaf18b500cbb1f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'neo soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joss Stone</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bvcQXJHkFiN1ppIN3q4fi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1049">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1385c6229549198d429ac290627991617c71edc4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">942681</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FZ3j1oH43e7cukCALsCwf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack White</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'garage rock', 'modern blues rock', 'modern rock', 'punk blues', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2674">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d3b3944d72ce6c7bdae093ee217e6e7d502263c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35S20clEkkSNUo23ViaslZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14343</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Band Aid</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/714">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Dew</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SIw8nXWjvAKeb6Dhh85cz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8157</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ddedb94a675e9dad065da95c0e5e535937d93d1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8585">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'garage rock', 'glam rock', 'post-punk', 'power pop', 'protopunk', 'pub rock', 'punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WhGV9lzljq2QKJ8ipw6jx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127845</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New York Dolls</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/169d98992e555699585b68c5fdc8b88bb1ddda8b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1127">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac1e9591b242723ed91a3be3911fb63b9c8ce1d3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101312</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CSS</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electroclash', 'indietronica', 'new rave']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2K13AVg3bFpHSxDM1vJ0qA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10695">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73d3a869a16864c3e9738260d43ff887a426ed38</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Follies</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LDuuTdAoxlIf184KHHAw2</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8353">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Mayfair Dance Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EN0BcOIHEc40z69euw7J0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3711ccf49e16f17ea363599b7a418a9abfa32e4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6444">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Silvestri</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Xk15jHKly4c3AhPr5vjoA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soundtrack</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soundtrack']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99a6958df8dfe17c85eff3ac7d2aed2a87413f72</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143424</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7935">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80f76bed9a4394de57d7d4bbc3c714525ef7ed24</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hardcore hip hop', 'philly rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vinnie Paz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159544</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rExe3A3FzAmYDlQuvW2Wx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2012">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88be6d698151bfc3ea8a1013149a1c8517ea7cc6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nltEpEZtqZD1v4YJLlaZI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84337</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B-Legit</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1186">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hozsZ9hqNq7CoBGYNlFTz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OK Go</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">351744</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'chicago indie', 'comic', 'dance-punk', 'garage rock', 'indie pop', 'indie rock', 'modern rock', 'permanent wave', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cf0e41aef321054144f04e14367ada61c2b1403</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7478">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Broussard</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec0b9eabbdd3e53551639c93fd7cf8187d709e3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'lafayette indie', 'neo mellow']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cEwEednPwWCdYT7ZhROZe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66924</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6290">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9acaf10dfe68e1c72430aa710aca033ae9b80fa8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['escape room']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">escape room</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1151027</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jK9MiCrA42lLAdMGUZpwa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anderson .Paak</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4095">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tradewinds</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ebc0041282c0bc7616c576f690b2c0223adae27</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49DKvKvaMet16JVLEY5aYu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10672">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2815</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Firesign Theatre</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Z4J5sccklnnhIYLXoW2rF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bc65a7a7d0d468112d968dada95992b8ab7c829</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6275">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8ffd371bfb0b542c0a55e83c50601686a29893d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dale and Grace</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JiTVe8CeBJjL9Xx7wPZMS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3008">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124126</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OheJTrDFGiyZ67F1BBLhc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'mellow gold', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e44c0bb9e937be94bce9b21ffe012d1489c8d31</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Gayle</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1155">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15Y1yUEchPPl4w20CLvFyb</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e49f1e1bb438a866472e97dc2087c87afdc9e5c0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8092</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Boy Da Prince</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10440">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Lodge</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5o1To8xDQy2hlFU4AoyRFf</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3340</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51efcbcd2eb725fefa1e3c73e4d18e3ab83f7608</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10952">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AsDOYlAIyneJrRUikY6WV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julius Wechter &amp; The Baja Marimba Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3072fabf6f313d7269f3682075a731edb32e7d68</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3489">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a41c59bd33b574db07b2bac6af277994cf585664</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YTLSBs3uqyYPZ7jZ17syf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Original Flying Saucers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1977">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37w38cCSGgKLdayTRjna4W</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d14e353d562d68036916c64a13912772cf7df91c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dream pop', 'melancholia', 'slow core']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mazzy Star</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">330089</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7905">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10264</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Owens</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ukgSx1gUt5rUihbNh46qy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de0381271847cf752ede8f2545c1b6357409f634</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5407">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian uplift', 'indiecoustica', 'roots worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AQVIbXzroJV8VBwKdy7Pc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wilder Adkins</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6515</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian uplift</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cbdd99389a81cd78332603e6d7afd4b69abd5c7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9962">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german hard rock', 'german metal', 'glam metal', 'hard rock', 'metal', 'speed metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5a131968104c3c43fef2307ab260b8ef3cac2a5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warlock</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71707</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german hard rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XDeFQDarnwpR5WAfD6S0d</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4972">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5479616750f20ee79e850b88edaef050abf9eb7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chesney Hawkes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6613</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dipm6p2uAgitwQsOZU5oY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10860">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KeBTUNfHkbNpbmSuFtVR0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1130</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Roe</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73ce15cedb66322660f9d0dce1b0ce3051d8a2b2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10699">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13AttcQaKm6VkzNiRwERK8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Joe Grease Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c5b5edfce1c9e7cb8f7418959c220f8688b1bb0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11188">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14s7GwtIinwKEtNA1hKpzr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">858</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rome of Sublime</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5706">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fcffd0ed4a63d4e56aebd377349f7419bd391a8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sailcat</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fgVxnlwlHFhYE2QxuHcWe</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10026">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">China Crisis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WUphJOGHE5i95IeR87hsO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f66c2c33107cc14f0abbb5a88d6d1464bce869f3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'classic uk pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59224</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4910">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop', 'italian disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72538</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OXILsPD4WNJ7XiGMAkCWa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Boys Blue</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8fedebe3d9209eda6baac70877eb56430b914380</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4612">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83436</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Newsong</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ng8jGC4dL0gkkuh77pbpX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6687085df1880c7d82fb6bd7f2b106dfd71b2582</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10821">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa0c5cf8b7cba56919cce22b3b21ddf37f13ec30</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maurice Jarre</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10455</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iyQYs37mRXLW04Z9NOnNT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'french soundtrack', 'soundtrack']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2131">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maxi Priest</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01ea53faf0f8b627db339586759c4b5205878bc5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aTuTR5Nf6pVW3837q2ZL7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lovers rock', 'reggae', 'reggae fusion', 'roots reggae']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lovers rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95301</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7481">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/382db9c31774c2d9f314ac7f1412e07103004831</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eRbECAGCLLiTyVXPBRexU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new orleans jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Batiste</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new orleans jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37958</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9807">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hindu Love Gods</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1389</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bxFYWgldPnGDXdgAVzEQ9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7d1e4b0c314cb9f80eae6e160617d66adee2de4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7978">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">735104</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Talent</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4c75ca74399aeb60dd93ce994fdff5f3962baff</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian punk', 'nu metal', 'pop punk', 'post-grunge', 'punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08yf5A2nS4XEeNvabDXqyg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7467">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d5f12971948b8cd68968c3d8300fed58a7a4dd0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ex0EevtawD37swNbgvjQ6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32499</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wovenwar</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4125">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1dc82bd74a3b41a392012232688c688b6f4f4c6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Lynn</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wQyX5625x6IGls8zLLHMB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20273</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8391">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55U998XxmxjicLMKDSz6R3</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc7f4aba106bd057317734ada17639a153ddc9f7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20654</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bettye LaVette</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7494">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock', 'deathcore', 'melodic metalcore', 'metalcore', 'post-post-hardcore', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I The Breather</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34053</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OpFzG0Srh37pwJUdwsETa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c0d28908afdb2772e74af266d91c8affdaf6b66</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11168">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f0002bd018c08b4c3f13616fb7051eb43f5263e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gidea Park</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RdfeBB100TWHLzkOyuGui</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6427">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">colombian pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['colombian pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8316565</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/212a1f446c0940ee9ce636f2e2496849a0240df4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sebastian Yatra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07YUOmWljBTXwIseAUd9TW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7554">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'new rave', 'one-person band', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163277</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tune-Yards</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed2a22b75200c695c51cde72788bb22961547966</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0asVlqTLu3TimnYVyY5Jxi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7657">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62070</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Barnes</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/178d111e3c8a0abfb9b43a6bb6f2195e60c11656</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hbH1qupmU6HxVBjWJItlq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'indiecoustica', 'neo mellow']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2235">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Divinyls</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6567ac02876d35351e4a93666af835f9911da012</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5t06MTkDD3yr5LVs3YFLQC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97872</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian alternative rock', 'australian rock', 'dance rock', 'new wave pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5475">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3695</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZvV5BO4R5dwEUPfRKXdUI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b053a320fd08feed2d6f11ce46af8a8ac51c51c0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stargard</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8569">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mystic Valley Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58IyN2APt959cZz4oBxtJW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d78bb7a4209f2a7dd5918d52f2ba8345b475482</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8132">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'outsider']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dPqql8xbby3nWuf98mAza</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13972</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Shatner</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15cca1d3f45ce88dabb43a77d5b63a47449fbfa9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7192">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20286be0897be5ce36e6a9cfe6d7251c2456141d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'freak folk', 'indie punk', 'indie rock', 'lo-fi', 'modern rock', 'new jersey indie', 'noise pop', 'noise rock', 'preverb', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Titus Andronicus</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lJ4XQ2hlPlxACN7q3xKL1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43263</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3395">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Stafford</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7961832469d644d261a5aa4dfa08a3df5dc2d73</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CIdEoAG4j0tnC6IZsDr0q</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7123</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/658">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">294804</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thompson Square</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2aafaa142764f878d8a729f223ed7a5421b282d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Bvs8yPjrQSbmVIRqSg1Sp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/134">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fMbdgg4jU18AjLCKBhRSm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51dad9aaabe5643818840207a9a8957c2ad91bf2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Jackson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11540891</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/795">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1aee1713ae3b0af35b584c4f9054bd6034ee75c6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oAazIwC0nAYkOKVQPUC38</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14393</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sirah</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/886">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sunny Sweeney</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country pop', 'modern country rock', 'outlaw country', 'red dirt', 'roots americana', 'texas country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc2460ba31307d7cce0819a1fd0a6d9585458642</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41039</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uBMhKEXqr2UtRlx7Jn9LL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/102">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3340189</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Xgp2XMz1fhVYe7i6yNAax</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trippie Redd</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18d243ea2cd23ad420c1afc8c6bb9f92e8fa5885</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/530">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8346ac26edb6d8745dcd69849816e15658c6e3c4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hgRzsQGjlm1zifNoigyB9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13541</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roman GianArthur</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4960">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laissez Faire</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58947e82b906d8e990e102b9e90c4595d3699f75</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle', 'freestyle']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4A2PoKcht1sFwsOg2wBJBZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">844</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6747">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e7886b6ebdb170ae48a25f09902d29cdd490f50</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7163</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KXM</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JRFJKmLEPXF9O2CAa3oDW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4564">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12374</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UeVxCKyBypjQvDCT889zt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88dcce49e493542064bf0fd75cfc8233c0a735f0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Cheeks</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2859">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GKYxdVAqmxv4ie9tTT28f</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Monroes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4667f2ae0b28edf607e3f1b2a46cee67a8ebf1d3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10971">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41184</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge', 'operatic pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4l2d1CRNjXgG4RBoA89Kle</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mantovani</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1b6eebfce36a7cb4cdac0cb6ba3134cb68fed07</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6554">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1459337</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hollywood Undead</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'pop punk', 'post-grunge', 'rap metal', 'rap rock', 'screamo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CEFCo8288kQU7mJi25s6E</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/294d4438b4922282f6bbb65419ee4d89922200fb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9380">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dU7gPN2BhEPfO5QHLt7es</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0133fd1cf822caa02080abf4a9d9347f1e27bcd5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'epicore', 'scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27139</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorne Balfe</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8048">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uTJLo3c4ZHpH8oEwGxYUN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'baltimore indie', 'chillwave', 'dream pop', 'freak folk', 'garage psych', 'indietronica', 'noise pop', 'nu gaze', 'preverb', 'transpop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lower Dens</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b1ca52b1b4adc363be8a04d995a3671cb622e25</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62579</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4412">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fee6a54a0ffc02883890d33a78d4fcb4532948d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guitar Tribute Players</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15971</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AoiBjr0pSGswX96XxEgH7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3227">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71151</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AVE7rDx4X9w0pW1XlN1om</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Franks</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'jazz funk', 'jazz fusion', 'smooth jazz', 'vocal jazz', 'yacht rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2a1c8bbece3f1c9e3d697d7f126ed2892b8c279</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4860">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbc84f30815555dc4102f2b736b517b6a25f1b53</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QhsLryFrDbj9IZ38UmMyn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'hip hop', 'rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58742</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nice &amp; Smooth</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/441">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61fd9f0f395555e9a0f4611aafb054ffcb785a15</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NIIxcxNHmOoyBx03SfTCD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tinashe</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'electropop', 'metropopolis', 'pop', 'pop rap', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1446997</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3866">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Knight</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4ea13f1de90801cdb9ba164d833ca3447863675</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X79jVQeTlVeDM881ZhrU1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4599">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leslie Carter</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c859acdd13dabad5e9d51d3b925d37eddeba90a6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KGZG9ciOyOzIRpvvoOYCE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7770">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c46d9b06aad78d82bb996810d99b9c8b52ac1c75</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0l7iytJKYus3wFnn4bAQow</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ONE A Worship Collective</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6073">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b702b8d80d4d36bb1a3026ecb48f6ca7eddf8aef</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41GBMTInlbb2bey1N6VAzV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2661</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buck Owens &amp; The Buckaroos</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2261">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd0c8f45ab80161bf114ef2a2e908e13201464bc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ralph Tresvant</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173870</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MLDcHrNh4OqxDZAjMt5pt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/683">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Nichols</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">427967</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03015214fbc6bedd5cd00f5efb329922421954b7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aJTB79uwT4sP0Nb8QGWHc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6561">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">516456</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a8d4101dd3edbb715082dc66d13a1618d382fc1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168dgYui7ExaU612eooDF1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brand New</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4547">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xadQb6qb6Kz0enpqkfOrV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1eb3274f2d946a1306cbaef50c3b7413b0333c0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Hanson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1353</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3460">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37650</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ee46e8f1a882f5106402df51cdbee65715cea3c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3loACRmkzdtOMNJEaB6j8L</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loudon Wainwright III</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9710">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country rock', 'nashville sound']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathy Mattea</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ndzHjxbErIwvwnEUewMWe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54549</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54c918027de3b34e3fbb3d3ecb978e7b1b478e0a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4842">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'jazz rap', 'rap', 'turntablism']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3fJ60AcIgLzQkVitEvA7uq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f206b28b49faedc145f993eec554cb03055f7fd8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132913</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Rock &amp; C.L. Smooth</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4648">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'electronic rock', 'industrial metal', 'industrial rock', 'nu metal', 'rap rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc8521b25253453234c5839716601b03c567dad1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orgy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uYwLU7k03RCQSRXGtQGg0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142861</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6690">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horrorcore']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dEDgYlCp3Ag2V9qzyWR9c</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a2e7d501f8d5ea86281cb6c3dc2b72c792e92b4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horrorcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40232</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shaggy 2 Dope</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8362">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Cordell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6bc3f785c29bc13001af22ced7a0fe97761f383</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ntqo8zDgmZifnDWgLkWRu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5109">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5835a502529e199a9e10ee00ff86a2a8e936bc45</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AOn8ToM1vaab3wtU74ldy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock steady</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">729</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock steady', 'trinidadian reggae']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lynn Taitt</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10125">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MUyjTxCPuQW8yrgN7jTv5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jump up</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1379</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Filthy Habits</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31ab7dd4b8f27c7a13f44f53c9fba429ae84c222</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jump up']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6408">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Guy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">507038</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e974096a38e257ffd88fc3f4959b43baefa93608</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'chicago blues', 'classic rock', 'country blues', 'electric blues', 'modern blues', 'soul blues', 'traditional blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gCsNOpiBaMNh20jQ5prf0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9891">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2od0lWcBhs6G7xJo67M5qV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Floor Bangas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">772</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b72d5f1196e3bac175fc78dd9397342a7228f48</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4068">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41606</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Stewart</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01c12b2c5796809f9e20394ac86d0d7792252b6d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21llKqnS025UdaAMslJS4J</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'motown', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5589">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XALv74pqJV3jeZ31To8KD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bimbo Jet</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a0614569e605de9dcd03585fc2252f14fad5f76</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3359">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HAtx5NQdSLx2cojxM1BDC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Child of Lov</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4109</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/837d49e9a5800dc395fbe4280da1874247c4c167</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1885">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">362935</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hyphy', 'pop rap', 'rap', 'southern hip hop', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tha Dogg Pound</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afab1b35466f1aa4b98bc3782e1f2dd0e4c558c0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UtQf6Eqewo02lVCo3lImQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4441">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tsc Beatz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Acy6uYdCm0npvMBPPWtHX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82aa8bd028dc5eb7223f106a92234dcd8dcd5f4e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2959">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47tJI3B6xj6qglwGW6DG4d</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nielson &amp; Pearson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2195">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Farm</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'madchester']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30422</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9945fa94b81f70c123d1cc1a132e2fa1577ee36f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lN1TG4RIoaJCff6Ck9KUR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1952">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16eRpMNXSQ15wuJoeqguaB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">461903</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'experimental rock', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'ok indie', 'okc indie', 'pop rock', 'psychedelic rock', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73f86328920c0c31b1bd483fe0d0f7d1cb1c404a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flaming Lips</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2944">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3347cf1d8fc3e0ec65b86aa8ffabb738f3b015d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04LIHk1SobiQwt2tlupoAV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'classic uk pop', 'disco', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175368</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leo Sayer</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10406">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5545</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZNvJC7YIhztLqxS58c1or</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz guitar']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz guitar</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenny Breau</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1add4af598efc44efb4542d6a67ee2ae4953468</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/765">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1003171</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/826334ff992eda0e2acffb33c10ef567dfa755fb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gjAu1qr5C2grXeQFFOGeh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Passion Pit</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'indie pop', 'indie rock', 'indietronica', 'modern rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2049">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terri</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/359b4c63961986bf8450b86616e17510b9e771dd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57yEpLbrN0aBF30aG9TRPl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5155">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Icehouse</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">699</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mBijQAmOH1AbIxnbg6XTi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4803">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'gangster rap', 'latin hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35242</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9a39555aa04e2246f495431dfd9e1c17846da8d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OxjXk1y4QXXRUJyldFIIG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid Frost</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9182">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/046797069ecbb28d164fc1228dbb80ffe04d8f45</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5919</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">west coast trap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Tray Deee</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0P8gFUTmPZPaLWNHfEBKwc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['west coast trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10911">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c46d0463d20af836ed59af7982ce4528751fd8ed</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of The Roar of the Greasepaint - The Smell of the Crowd</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jWN6B77mwyLXqqfYLLK6d</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1958">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68923</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fcbacb13d986f6d7f0afabc1d8df4feec8a0ee9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WbeGaye1H1KUdYWzYlTmk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dru Down</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11267">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dami Im</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'australian talent show', 'eurovision', 'talent show']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wSrZOe6YVo6XoKma22sdY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33662</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a089160c831ae93541beb7bc3127cb33ff90d87</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4353">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'hard rock', 'modern rock', 'nu metal', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2057727</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b30a969cfd4116ddbfc97f7bb964d39cdd831790</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundgarden</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xUf6j4upBrXZPg6AI4MRK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7658">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116191</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/600aa4a2291ffa878f2fbd4c9b59a9f8dbaa1cd1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aer</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25hbSOMmbhgqvonjC876UJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10679">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HvnqkaUlhgqBmA1kAXdfy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b94f6912b759bc32a051d2918e96394fa01c8c17</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Travers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4361">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IgfvpRnRRvieMOYwvI7Rr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61795e64139f6adb5cb7578181f4666a8e5e08c9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crystal Bowersox</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13415</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/611">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32620</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative roots rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative roots rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Forest Rangers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a10b1b5fd7ab61d8a84a9cfab2d34a9cdfd2585</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46xMgypLHP8GNsYME3vRnV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2999">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">377</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23e6f9ccf9132cf245b05fb0617722a3503ee31e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ironhorse</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tY1qrN4BoHjs6eKNsr6ja</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4783">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert 2 Stone</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45bd3373e4226bd8d92d71c51cbdf5e9235f40a5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6q6D8PiXlLQKNlCGjDyVrI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7940">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zzbUtGK3M7oAGRDD0vTY6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/401c20e4b6a3f2e8701b4caae6f487e11d0571ce</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1646</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cold 187um</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9881">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock', 'nwocr']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2566</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HWdmhoIhvXEHikALsGT4w</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junkyard Drive</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18a93b663f3c4587fc1fff76985805c44a42da9d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5299">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sheila</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14275</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fhRcv2KU96vbXqNE2FEdu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bec08b9cf271bf47c873f4206e0f4a228e46a113</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'ye ye']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3146">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28046</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'disco house', 'hi-nrg', 'post-disco', 'vintage french electronic']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b8be7bc33dcba3dc3cba597fd7c38ecd8e34223</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cerrone</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SE2sfwTpxL2vXRdG6H5PM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2496">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YUPBZYVy2KFNGeNILURg6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael H. Brauer</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6154">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uPfErG0KkEmtYg4y3O7LC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a97c5085142a29fe26c3e4924d0e359abffec7ae</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sounds Orchestral</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">370</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10233">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Visage Music</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10892</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d5456a18a2b49344f28fe069f758204ce85a87a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05WcfGPdzCMKpdGc17cUko</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10086">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">louisiana blues</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockin' Sidney</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1181</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328azApStz6rBvBKZsUwvi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/142cc3ea1d9bc69c2666e0f4b799d2724c9f3b53</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['louisiana blues', 'swamp blues', 'swamp pop', 'zydeco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1731">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timbaland &amp; Magoo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/647e22c02b988ec93558f5f6464bddd82ce635a2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106454</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4loSS1wuWXX3WxDqciCtIM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/552">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carly Rae Jepsen</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3584130</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'dance pop', 'electropop', 'indie poptimism', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26ce1db2e7b2ffa0392e7463c2fe89fcd65803b3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sFIWsNpZYqfjUpaCgueju</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3555">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7894</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22c114dfcbd0983d6d2e6ed1922948688fc527dc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0701Axu6yvUIoctaKMbDIZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freda Payne</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9097">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2weA6hhVqTIN2gSn9PUB9U</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2aa1b9900be3ba92d72c4506b1d4ba530063b185</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cuban rumba</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Celia Cruz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cuban rumba', 'latin', 'latin jazz', 'mambo', 'salsa', 'tropical']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285635</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7427">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3bd57d6f674f1f8a88a7ddccd587ff37b93655fa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chayanne</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JbemQ1fPt2YmSLjAFhPBv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'tropical']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2989129</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2840">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hExAD9KZgxLT5qkrpEaaw</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soulsonic Force</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff2d6e6b8c3e77deb2300564e2f01362a357123b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">806</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2159">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rUK6aQHZ7WsIc5O6cyUzx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The FBI</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b034b30b6eafbc0cab62b3608a2cd70a8458caa</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9558">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FfiBHnnVZ6WWtUNF5KCWk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c691af70b5403add345b4fc4ffb376a8467c02d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thomas Wander</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1181">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369447</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/722a084be153a03ca1bfb0c1e7c83bd4d37db156</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Scrappy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'wrestling']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5einkgXXrjhfYCyac1FANB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1532">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29434</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b09f364edaa45845f99d754de30a36183a797d2f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kuEP1E9k3WBEwMKwEmp9u</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willa Ford</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9126">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'candy pop', 'ectofolk', 'folk-pop', 'lilith', 'new wave pop', 'piano rock', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chantal Kreviazuk</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1x1NsoNPyVy6FlgSLSovSk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42153</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51735998e9f5a606bfffeb86ca5fbdfd7b3b4457</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4914">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7s8XWFcaNduOjl2pltABSR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33c2072d0779be9085eca9db538f19fe0b2caaf0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Legends</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1179">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100230</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zn69emN3uZsF6YwCrkgYp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trent Tomlinson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d74b94c9b8613ef276c0ad66a09ddd187dd26610</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11174">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricardo Da Force</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oofaqs3ZPfzIuamtI4cSw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6309">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Tomlin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pRi6EIPXz4QJEOEsBaA0m</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1023302</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7532f9a77cc82449537f990c6cc7c68b2c1b055c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7072">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock', 'nwocr']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c152adaf2d030e47f5c5194d8779f0bc3a357fe3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7985</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eq1b8QdJPz9PfnZmZndtZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Last in Line</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4569">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lscFoGFjSxwpIgAA2JxER</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f33e297786cf354c700b31e29a2c4565ff8d16a7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hip Hop DJs United</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3561">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b24a6db39723660b5fd34dd1f22c0691bfa8e77</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'punk blues']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qS285ZlnF9bZsDL92XAiv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Paybacks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">726</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3190">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d960e29cf10157325a80d9ff1bba5697a68c44e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pZNEfU0hIoRHGs0pGFClY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parker McGee</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6176">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vth8u6Wp7k2bbzDQMCmrb</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c924edc04320fd04a53b1744b42defe162c08ed8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6670</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Witherspoon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'jazz blues', 'jump blues', 'rhythm and blues', 'traditional blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1088">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'piano rock', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Augustana</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cf7bdf5166c847647e91862ebb7571f87de2e05</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61YE3whKiuRr83j1yOm5M7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155557</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8511">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2971</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'horror synth']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/013c703b07d13a1c468053b291b0351146ef8bf0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Howarth</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ia5S5H9yoQpc9Hqy0cqAU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1571">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204151</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V03b3Y36lolYP2orXn8mV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98º</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/724da94d50ed555288c2fcf3cfd82e900c6fd0c0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10834">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40bfbb8ce1807b2387f1d715ded0fc768ceeb667</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55837</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical performance', 'classical piano']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vladimir Horowitz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ws5hSoABAwvGJ4LhHwHgq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/260">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6842628</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luis Fonsi</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4V8Sr092TqfHkfAA5fXXqG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'pop', 'tropical']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6004641991ca63396cccdd8553f9120d69ea58d0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/33">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'disco', 'europop', 'motown', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lpH0xAS4fVfLkACg9DAuM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">884764</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wham!</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/028bf41acbd7858a4a8acf688a392d4ee9e369ef</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6594">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212919</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Circa Survive</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b463a029fda233734ca25c87e1b043d6029eda49</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'modern rock', 'philly indie', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11FY888Qctoy6YueCpFkXT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8680">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab24c1feb2260090399c7f20c3b0a9dc55134ed4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122129</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1r1uxoy19fzMxunt3ONAkG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phoebe Bridgers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'modern rock', 'new americana']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10951">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian jazz</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7a562bdf2ba7cf161d23e47f7d89d7e904755a7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yoHHq62T3AtnNA9KGdFBZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2092</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janet Seidel</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9563">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29bb522e5fa0ca4ca6fb74ed3d8c416728f17cf4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Screaming Trees</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138643</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'garage rock', 'grunge', 'post-grunge', 'rock', 'stoner rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ukr3Ufjg8ygRJv7Ww887f</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2665">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Beverly</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30067</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0351adb45404fc8ca9cc399a70e32f62db5e021</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rXycobs8wkWicUGLtmB0n</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6156">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Velvet</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67WqvGaFBKDUjucrKjAaFA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afa1a7c5a3323b75782005cfd386308225427939</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8302">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucero</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85146</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/754bc3d65b5cffe4bddf401bae614677d9b6650b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SNKhPPfra7g7Crq1QA330</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4922">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc27cc2ece72dc6a2d41173ed80b1d6a12185d27</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['erotica']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erotic Massage Music Ensemble</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wgemfQJai9SWvF53YcMIT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">erotica</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2851</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7460">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef702610ddf5c39e80480f41be4e645e3b3116ab</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11371</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jessica Hernandez and the Deltas</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3luTTVEo8lot6jsdYXdbDN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3596">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c1ca308ed250267cc33ce7d946c01c91e905832</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T3RPiMH711kvoXymKUTYH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14331</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugarloaf</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2229">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic swedish pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic swedish pop', 'scandinavian r&amp;b', 'swedish pop', 'swedish soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Titiyo</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s5enJCtVBAAdWD94jOIbM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11265</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7505cf83d7db0264a2645300091b150cb1e48326</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1447">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Casey</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Zgn8DDi8ema6uKufbQOdG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1e3b47ba63136cd09dd3d3d11772be9910d5f22</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1844</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3455">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3270b939bb8fe612c00ea9a557081f658ac52b93</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jrTNltJtTMUfXybDdsHDn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19223</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The New Seekers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2329">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beats International</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5554</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a050871c8a31295067926da319f5764c10d9d937</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6C5gMdsVmZHJG6yJuC68sp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10261">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eba5320fb0c40da40e08b554766587f91103f6a0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave and Sugar</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mDN0fZ5avC4Li91LwwKHD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4108</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4377">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349859</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37e24f4ece0564888392f4071c8f013840468ed8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Francesca Battistelli</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29ywwKkxfoH7iWwNY1UezA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4690">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4860</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep east coast hip hop', 'east coast hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dffb414ce1948e442d63053be52fad49d51ce80</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep east coast hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heather B</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qmtfLJzKBu8csTDXTEAph</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4130">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">341</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0280213d18f1a4bcc8df99287bb0b95aff897304</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patty &amp; The Emblems</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YNciz35JttEP3tpD392Up</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6326">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colter Wall</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11237bec742344fe6265703628a5aed1fb8bf180</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian contemporary country', 'new americana', 'saskatchewan indie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xYXYzm9H3RzyQgBrYwIcx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150330</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6948">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23a7e3609cdb3d6aebd2b6bd2c5dfc6aa7e1e6cf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5274obTQJjzjyycRyJlfml</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whitechapel</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'groove metal', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268081</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4647">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lila McCann</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5467bfb0e4d3f27fd613a98cb06a2781c0534e8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7F7zi7OcJYBOmSFZIYYFCR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40182</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6606">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d76272bf632db9c5892f3c1c84d52ea490dd9595</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96934</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superfruit</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50VoYemccTaftNfFqWtlXd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3684">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7f0661bcfdd2281fc972368a6501b2ba9762799</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kit Kats</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TLTEwQq2a2p970Oplzo17</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3767">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mFoqJiNDtYntypvy6roGR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ae456e10e67dd16e529fc66d8c4419797609988</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'motown', 'soul', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32554</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Bell</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/162">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed63d93ec5348edc9cdf85c97179bbc78cd57292</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac Miller</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3435096</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LLpKhyESsyAXpc4laK94U</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pittsburgh rap', 'pop rap', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9098">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35663</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">danish pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['danish pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bfc727d72f5a8d06bce02b7a2dcdf084bd057f3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior Senior</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xNPROyVfkH4mcIxxCxySm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/524">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">626560</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chase Rice</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/993975176566dfc949ccb68d10d34ab21b90d611</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pBNfggcZZDCmb0p92OnGn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6510">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/405cd5d354c211e17ef36ef71ffaf00f16f9b69e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gXmjQIxCO8lMnSncluZaU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143790</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cory Asbury</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6190">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161nobp85d4YNxDv0QnmJW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7410b105121598b7d9dee85000a553e6adeb1de</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Candy &amp; The Kisses</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3624">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1eb2886954d4c6bf9b21878e1326e663ee8fc41</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92662</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JfVCMa3FlvQRlLT5uH9zb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nancy Wilson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'cool jazz', 'jazz', 'lounge', 'soul', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8240">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10tysauSA5JATqniBDu2Ed</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60932</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dodos</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'chamber pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17d3aab979e6199588426c317c95b8c55f849edb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/533">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arrow Benjamin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1b21d2df688e67e54ae4c3540f54f5d8198f551</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RWMTZ0AXNLBbTT2Evtbdj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4626</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5374">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pleasure</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XeVhjTp485r7duDSL3PmU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'go-go', 'jazz funk', 'post-disco']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9743f972eb7cb25bf2711acb1ea31e278565a98</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11999</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1580">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a121009b4e804dd6a32584c09295d9dbbc58688</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">306JHpIRGVaQd6OltnOzUO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47869</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nine Days</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7024">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0058fca5399b011ee48ff173af4aa98212ba1877</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hayes Carll</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'indie folk', 'new americana', 'outlaw country', 'red dirt', 'roots americana', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UWifcscEdbjPgmbevBxZV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63644</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6013">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10412baee3838b1864fba295d7b53ee94777f14a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mojo Men</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RMmoLhiIGyaVI6icgcJU9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">945</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11021">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f45301429b03361000e5382370145884dcd5562</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kLF5OqO9KpxWZl9bPy8hj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Douglas</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/477">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3239208</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'post-teen pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3r17AfJCCUqC9Lf0OAc73G</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f3351450c30b08da0fcfc9a7c317570b6bb291d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fergie</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3719">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Electric Indian</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2A2EjqniNZkM43JKtdYIyW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11176">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55AtMEBbG49K31i2XkvJ4q</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Polly Brown</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a63338e6b7b6d7c01dd41597d021737b7d1325ed</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4413">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'classify']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/980d857ef56cec35752661a996ff2df5c257ad69</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jW6R8CVyVohuUJVcuweDI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">933297</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Piano Guys</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5893">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Goodees</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52143bad8fe43b8719bea1bbde697e903aed4976</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61sm4xCwu0Ifw6m1nXd6Bh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10521">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mothers Of Invention</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/186a44f7dd7ffa213762b5c930e6bd447f6c79d5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['experimental rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">experimental rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18842</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3P2gYnypDVi90ZavnaAhfL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11003">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68sMSV8NvbARSYCmFzzSpQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5735786bc97c3d1dede7e6c579edfef7a9df898c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Keith</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8275">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tapes 'n Tapes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PjtmMdeYx3Dg49ZRLS27J</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20770</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b519c4243a509dc07ff9d62cab80305d29295d5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3501">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brill building pop', 'classic rock', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Nilsson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181594</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/775f9134b3f1cf04551b7a666eb811b796f2ca8c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RTzAwFprBqiskp550eSJX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2749">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74ASZWbe4lXaubB36ztrGX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8b81b4850f3374ecfc5c45eff323d17213dc6e4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk', 'folk rock', 'folk-pop', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3524115</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Dylan</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1609">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k0IBR0lU42s2GYpNX7kA9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian McKnight</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f99bcd8e485dd70b705df02c2ac2442bebfda0e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">717998</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1890">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46806</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Del Amitri</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Q4FnG5T6NTUcAAZwuMV5K</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'celtic rock', 'melancholia', 'new wave pop', 'pop rock', 'scottish rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf2f0858f0611d829f9ead8502aaebac4a6f81c1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1027">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thriving Ivory</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31425</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'piano rock', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51a2b2ceb385262b4df1d66e6bd3405f1073ec09</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gHWXdaWQObi1A6C1rzgRM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6875">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wfZ11HW7iOI92GLsZpc7K</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['roots worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1028</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith &amp; Kristyn Getty Kids</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a8b1e907ac0df884d13a93cede174faf8230463</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">roots worship</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4882">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G. Clinton</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JSQcyfGV8tZs58U1eaUIY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['p funk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">p funk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11022">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Yellow Balloon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a3944bc07389167e6a2800d641e3775a9f16d0a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EogrfOq2qlvRnJDaQ5BF0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2708">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Gibb</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/015bbf1b43cc3d67d79889cf0621c6d5ed2718ec</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vZduJO8Uukqzx64de5JxV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34543</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1841">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kootz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3viHN7W4HRYsYSdMs5Eev9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf303f9027f4a333f07172bb92e907769df69e68</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8984">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Esham</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eQPDhVoSa5aeWROa5wfxZ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7679809574fec699bd99db249e461c23f8ec1be</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'detroit trap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5555</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9082">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel singers</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel singers']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TVL4FXEntBYZb3ujyt6fH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blind Boys Of Alabama</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ddb9dd67a49ab52d124468f1a1758324a2e364b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25125</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4401">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UBf3C5SmZIFSfsIfsfzWH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2362</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16b39415a86df1525aa4000b808e286f373aced5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">String Tribute Players</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8063">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Loomis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'instrumental rock', 'jazz metal', 'neo classical metal', 'shred']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25883</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53fb370411c25041b51ca65f911b6d628f8cce68</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bqlyIXRTCilCmvAr1newg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6751">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sq1yF0OZEWA4xoXVKW1L9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alejandro Fernandez</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2380247</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'mexican pop', 'ranchera', 'rock en espanol', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7105526f06b692308b739d2832c3f564184374da</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6660">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q81rlcTFh3k6DQJXPdsot</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8d7504b196ac2a1a4369283d1ca6e35cec3b1f3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">442336</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['channel islands indie', 'tropical house', 'vapor soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mura Masa</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">channel islands indie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/237">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ae2a9eef263be601f3d02f47b2f4b8912dde429</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'post-teen pop', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6834926</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Lopez</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DlGxzQSjYe5N6G9nkYghR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9516">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'irish contemporary classical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Whelan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bdfb2639f223b37bfcb44bf706efc2507c1e22c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7I45cJlgpJa5SLVWqocmjb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2416</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1828">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EfG2EoT8GFJrMiilbTVl2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donna Lewis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e46b1b8ffdf12ad75301a661c59983c70dc2a2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31585</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/353">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caa514707e13b0b76f1c98373a74e32fc1025331</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1768948</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bp2lSdh12wcA8LyB1srfJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sofia Carson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10835">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Skinner</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">272</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e2eAnX7P8OLIeRp6BkMW2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/650ba0499fe81cb214ca2ad595cb95c131102f11</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/genres">
+    <ns3:name>genres</ns3:name>
+    <ns3:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6298">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15eb799b56e88002a13836cbe21f4687f15b81e6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188941</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crowder</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39xmI59WrIMyyJjSDq6WCu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10933">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Jones and Gene Pitney</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1baIbQnnosbDHgTMZNkVrc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d05b9c7c71a89b36e785daf0c7df67e80285c440</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/723">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25535</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LOLO</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0d09dcfb2a8f89767f11a294066a5363c027a37</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0H0OkFxp022WOyKlt3HmlA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2569">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'rock-and-roll', 'soft rock', 'sunshine pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bs7HoMkSyQwcobCpE9KpN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fce95df71363a9432e4adc75765e2dae269430b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mamas &amp; The Papas</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">646855</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5171">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meli'sa Morgan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59831</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YT6FujbjJP3ohD51eOZIV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0935cbcfde3f67f44d6d411d21e6fa156e09574</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/489">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'deep southern trap', 'dirty south rap', 'gangster rap', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">473458</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7v9bFXCdSMA2o3gS4nvp0F</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1dc3aa21b257e9d81b6d80ca6f14f23a4c082b49</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pimp C</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9355">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wU1naftD3lNq7rNsiDvOR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9d801852df099ccc8eb5ceee7bd5f33ed80e2bd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul van Dyk</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german techno</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279102</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german techno', 'progressive house', 'progressive trance', 'trance', 'uplifting trance']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1739">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0ba5195aed99a6476d3cf891f082f3a2c7d08d7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Gunz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1053</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2P5QeggPPvmSmFFJ9EcaNp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4279">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6465</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33f5667963d7427a961cc8a531359332595b11bc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gPo4GYra6HG4nBHD1D3c5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zach Sobiech</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/494">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remy Boyz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14399</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s0yxtiHiyGe6CY4mbDYFi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3165">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'rock', 'southern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ram Jam</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/200552fdf350c8d8e007a1fb53dc2f5e6d3df53d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61483</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FITmSxIMsk6TfulFiCIIz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10788">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wvtyGNtNtLlkHONVzOocm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5033</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Litter</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09fc61d1f9a0c5fadece570e48022f02a6d11b79</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10667">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1906</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0af2075c49c136ad0f0a2bb68302cefe5f828689</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mason Proffit</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mzO3wMLHSucS6mL8ZElO1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10141">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">537</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75f361532987af5d3428f467ec9d5acfd25ecde9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Rivas</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6764SDB0nJncdof1kz3O3U</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3712">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Christie</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2854ce8ab2c7319e95740b1de79528489667c74</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bLcI9Jo6RyrrHzG9veVyn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16704</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10844">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hindustani classical</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ravi Shankar</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uE9TgBW0AaPDHL1qYbtd0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hindustani classical', 'indian classical', 'sitar', 'world fusion']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185405</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31e8544d5e0baf87c54211adbd5739d3da25f5fc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8269">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45838</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk-pop', 'new americana', 'roots rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Adams &amp; The Cardinals</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac6db3b085f76bf081c9544bea986cdf6c33756c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GHv1pBOWOQxIE6WQBq88Q</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10153">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bwIf0yXJf0F9AmOl2J78M</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['denpa-kei', 'rhythm game']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26029</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99365f3e3a9425c14953de39dbefba46e80d4c80</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">denpa-kei</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camellia</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11363">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Hoyson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oUTpG8GxqK9xb8SLrszuM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3574">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08d98a7926a7c67a0e4b86d10ef7adea1d2ce85c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'country', 'country rock', 'folk', 'mellow gold', 'nashville sound', 'outlaw country', 'singer-songwriter', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nitty Gritty Dirt Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y70dch6JuuuNnwlsOQvwW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60301</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8164">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ImEDe9tW5n4pxHOK39zIc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'rap rock', 'slayer']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9afb13626360ed26bda8a90c5d8a1cf41ce2ceb3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kittie</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132136</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8228">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34040</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d6916d05c784d8628e2895d1d8d1340842a4115</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iVKGetYUZQElKZKWECyF4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry The Cable Guy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8654">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vUjpCAR58MB3Jq2TsKUmK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nikka Costa</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68139beedf3eb5f3b137ec5947f34fa9f3fe5ac1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24362</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7271">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nightwish</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NPduAUeLVsfIauhRwuft1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">finnish metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b898e9dae37774273b0cd7924517db8c491f0ab2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1101917</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['finnish metal', 'gothic metal', 'gothic symphonic metal', 'power metal', 'progressive metal', 'symphonic metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/388">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'pop', 'uk pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17202908</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dpARuHxo51G3z768sgnrY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adele</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccbe7b4fef679f821988c78dbd4734471834e3d9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3458">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2daa2eeefe05d5bdc56d5049f200ddba00cdab8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JLwBH0X2G8tgHceqvOu5B</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8187</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timmy Thomas</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3511">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122362</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american', 'country rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00b6b6eed8deb5ccd19a94dad98d1dba7ed59d17</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59zdhVoWxSoHMc74n098Re</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Crosby</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3888">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bunny Sigler</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'northern soul', 'philly soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1320</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wyNEslyuNURfltXmivNeg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/579be04a901c33609799c41fcef2be41fb39d8c9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1611">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'italian pop', 'italo dance']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eiffel 65</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db47e25f7d553170c12dd396101754c7464113df</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166301</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64rxQRJsLgZwHHyWKB8fiF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6901">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bWdqOEkgKiSmVnHZM2feN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22492</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Banks &amp; Steelz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/538fe5561c4cafc9b46e19d3feccf7ecc7481591</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5450">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vsVs8UXV2sPQbM2srINLc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f61e7b39327b9d43f64379fa8acfcce4de9132f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul-jazz</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul-jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rena Scott</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1356">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44e1b32aa085bd943fabd36678804d3fd3b8fb67</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mFX1QlezK1lNPKQJkhwWb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'funk', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Edition</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">731125</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6431">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184545</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nJUwPwC9Ti4vvuJ0q3MfT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'folk rock', 'folk-pop', 'indie folk', 'mellow gold', 'new americana', 'outlaw country', 'rock', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Prine</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f320a3f485373eb369d14d583c858c8c157b4f4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5359">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cde124ea9dd43f3ab2cbfc4065eb7dd93d57ff2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray, Goodman &amp; Brown</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58U0OwuIViimy39WEbRbXh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54307</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5776">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wadsworth Mansion</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ms7NbAd3ltqXbU11HiRMH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9422">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mo B. Dick</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cbe93eaa7173a8bde050f50a667e47063b1a215d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7680</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">621cwk4Vknl61CX8WbABek</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new orleans rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new orleans rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2531">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ec956a7057afd89caba472c3edd82ed43933b14</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224234</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0O0lrN34wrcuBenkqlEDZe</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Psychedelic Furs</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10244">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XARewdsOxt5tw3uROBGHj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Mason</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60dfe17ca31aab7552298dae88233d92eeb60a85</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4278</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9179">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VdYBOJ55CchyRRCGiZnL3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idaho indie</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2597</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doug Martsch</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idaho indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c6bbdc3b9c7a3dbbd9d045abc0c02f4a381a49</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5835">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jaggerz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a78f33675f3b3e633e374682dfc9edf9a6e15eff</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">624</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05aFikcWbrmnDKsCHaH0Ce</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8754">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance rock', 'dark wave', 'gothic rock', 'industrial rock', 'new romantic', 'new wave', 'post-punk', 'uk post-punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278370</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5N5tQ9Dx1h8Od7aRmGj7Fi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9676688ae196b8abf4ed89ce6620a7ad04027095</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bauhaus</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7562">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49505</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indietronica']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tobacco</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indietronica</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a8d3fc8ea88fd39a88dad6299f032d743929733</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ikKyCOrsMeANi0d5u8BCR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6755">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63de7da20035abb798dc0c8b3e7210e0df7eac31</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sorority Noise</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92117</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jXQfCP0xRnnind08ie0zT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8938">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Asami Zdrenka</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gXBSTN4jNAriAJxLfD3Kq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1023</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fed2d3f34ca97480407d85d4ff6ac0e36e1043de</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8351">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/286c71334635eed5cd95be5692d0767f8f69a6b6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">790zb9Bg9j2lDTxslopXD6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cyril Ornadel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11103">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181544</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1dd9a5a1c3e019142f51b2947db5214d1dee9dc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-M-</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6soPpJHlCtN6SY8pWlfbC6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'french indie pop', 'french rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2244">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Williams</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27TmRLInIAVyWyU14KlALf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77915</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/569f207ad40e4b83db4012478f55112364c0ec17</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6713">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157256</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6de8cac7577646463b18f2df218348679ee8265</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'garage rock', 'modern blues rock', 'modern rock', 'neo-psychedelic', 'nu gaze', 'punk blues']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Black Angels</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VNWuGf8SMVU2AerpdhMbP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9785">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8037</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ciBW1p3KBsYIkFk4UmwS8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton flow', 'trap brasileiro']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rudeboyz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton flow</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecf147f753849ca862e2309fd053ac42f7df2a10</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1211">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da51ac34792a4c784ca1bb5fce218866f70e0d0f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'pop', 'post-teen pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cassie</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">738240</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27FGXRNruFoOdf1vP8dqcH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/894">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darren Criss</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25082f0246cafca4cf83d93e94ce730a0df560a1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75070</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nQ59hkeciYoR6RreQL4Rv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3486">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bf18a0775e63d373363c818cac2744299c9072d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26300</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XGJvNG372fPJ2TV2OoN0Z</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Classics IV</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4248">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4208</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5942815e6f54d917064c123946e89723d92af4b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XVcYaeSTGZXwxd63aY9Tv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damien Leith</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3233">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Tzi9qf1gEDXzFjOq3zgbG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5bac3e9d778081a6dfb9963931b4806633257ee</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ozo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5965">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6cd5a58aeccc4a9b716fc4d9fe2fa4f60c1d875</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Wyman</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TKEKLhk0wTKM5m61BtKQC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9180</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8628">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/298b3a5ef8edf185f92d33cb81cd956ee6336ca1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50129</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'vocal jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19B0pJt4UEl3fUijGTRzxB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Renee Olstead</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5859">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean Oliver</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fe44b480218ef851e4d5660342b735340b5795b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UjxvjW3z1dkpHfRmu2o9S</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6147">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chad</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xALTSWtmS5DJULlC6aqxR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88a6b02c0c8dbb1f9a0618bfa7a0ff4f69ab11a1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4707">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0I5KEx7j8SdRxHspyTvwmu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e61dafcac9d8f0b42f25260a9d0db83866176351</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kimberly Scott</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10374">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20907</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz saxophone', 'latin soundtrack', 'smooth jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dXBi98p0mN5JCpBnU0XEm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fd9226d0c4f1a997882beba1b108f057cc04fb6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz saxophone</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gato Barbieri</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5688">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12615</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aae64a50e087a4f0f3ce60bc0be1c0950bf188db</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61zv3hX7l838ZyhaDyAx8S</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Glitter</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7513">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4stSxe6AbpXw3x7nRDsYVX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84a9641a9200140636f11cb52fc2026d069004df</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">890453</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'regional mexican', 'regional mexican pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Remmy Valenzuela</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3260">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/254e5222f438ce7a2e60fa03b3f643c4993df401</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C.W. McCall</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iTkPxRldzi5lmS6qZ70JV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36920</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/750">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5275af0184e2cf3887d048d4c18a1fbb284a44ef</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DiDSECUqqY1AuBP8qtaIa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6488801</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alicia Keys</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6717">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">COIN</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5397b81be40b2eea51a76c667af5314f908df352</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">198250</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZxZlO7oWCSYMXhehpyMvE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11033">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Webstar</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bc32ff72814f473ba5064f9c48d6373464c8ca0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oWRwCsvTevGlcq7OVN2Jq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1358</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5869">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/260eb5bd77f2505817e3df2bf5b3d6efdad7fe79</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'harmonica blues', 'modern blues']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5s4z3mRAE7nxE3jjft8J3h</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113047</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mayall</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10309">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cVZApDoQZpS447nHTsNqu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7acc9be35b4281793c596a86aa23f860b5e604b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371420</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LEE HI</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'korean pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/137">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4639562</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zedd</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qxJFvFYMEDqd7ui6kSAcq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">complextro</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['complextro', 'dance pop', 'edm', 'electro house', 'german techno', 'pop', 'post-teen pop', 'tropical house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/019b8d30dfda54e54dcb2067f0753aa77310e14d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5028">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gKPME3EjakIpyBUZrWPTh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GIANT</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'melodic hard rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11746</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd17783696db23b939f7c109a771ef2985af11d8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1996">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88f64caec12dff3e7988e165d4a0ef1963d3c417</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AQ0DbTqClXfpl2lKHKzmV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">673</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EPMD Presents Parish PMD Smith</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10730">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LppeaUlwXl7FvRZ9dmSLi</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Voices Of East Harlem</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b26491b72337614fe9a1d8b9a11299fa146b707</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8176">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9937</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03248d0xYQltNDAF2XongP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25874bbf66348bb49c92a4e99837b1bad91ed9a7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jasta</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/561">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'swedish pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274269</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mohombi</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37GUqxafAvAKGMZbXCUnmr</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/449abcc3ead24c7b0606dc75b5743796b361ee43</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5366">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1q4BiN8Ue8I3euUcH2lHYe</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Francisco Centeno</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1243">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RNrq3jvMZxD9ZyoOZbQOD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3192438</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2277b8f0ae9316fd9572830763df39531fd224b8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Korn</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11070">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24580</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe McElderry</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38SqjWcm8au0qiQZvd3FbF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0854d861835a86e5e9afe2b829d81904b2a0e616</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['talent show']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">talent show</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8799">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'hampton roads indie', 'piano rock', 'pop punk', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Ht3puBDQIHTXvQTYYI3b</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53584</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/526fdc89379af3ecfd722056ccd12030368c58b4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mae</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6195">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48eb065d98da00c703239871d2f20cb6d94bcc1e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hxu9LD2PeaAApK2bSCetM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonny Knight</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4764">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27212</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uwPrVdjss0FyCCTzpLx5A</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e5864e4c45bfcb894ced59ef95e5f01e454bd8c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tony Rich Project</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6265">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nbhncEOWMWSq1LErArwmP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4385782c78a1821391a396b542986a4a658acdf7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooks O'Dell</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4664">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/083fee7111ee261a4f75a0beda2ba37b5c0600cd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YZXO84I5cZGI7ukp2N2om</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everything</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2099</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7115">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'video game music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d60240ec895f6627aad8f15388909e1a5070f89f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UM9kTNJPoOHuN4yeDT54i</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3540</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kazuma Jinnouchi</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7507">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'canadian electronic', 'edm', 'electro house', 'electronic trap', 'progressive electro house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zeds Dead</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67qogtRNI0GjUr8PlaG6Zh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a710191927bfa561e7bc8511b448878c0cfe72c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">379646</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2302">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Saunders</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QoHE4hN2waHD2jELo0x9N</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12a597a511a68b482899f69a75f2b54e0dfe205e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4325">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bXCYbXleEMprSweKHFs9T</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fake']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35b78add2af4ed349904d86c484253e263315049</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">785</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">HOT 100</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fake</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6341">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/433d6ec30d8c0f47bf10591913d2eaacb08d5d59</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2M0kKcVuBsLFH5d12pW215</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick and Morty</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30130</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3993">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british singer-songwriter', 'britpop', 'chamber pop', 'chamber psych', 'folk-pop', 'singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Hawley</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82957</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZsnHGOLYFg8CAHQQBc1ut</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7838e155a53cd0080fbc0f1270597f24c8d299c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british singer-songwriter</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9256">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Perry Farrell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DS5RPK5A2GQTucYlgsQdE</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11602</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59d58508dd794d7a68f8f46d3f919c94e85ac377</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5019">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4467</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/198c62619084840bbcc987b1cbcc591a55816dcb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mellow Man Ace</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37YcGi7z4aXgzWu4jGRe4H</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11437">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sidekicks</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yxlaVJyWZLGmpnhE8i4Ip</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50bc4829991d92f797030e15b4b9925999764e19</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1844">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48675950ac8cd685372bb594f5654238fd9b0583</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113564</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aXiJJHJei5BmCykxI37y0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gladys Knight</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/337">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xKp3UyavIBUsGy3DQdXeF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7e2bf85cab1a187e339fd4d61e599afef9abd93</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Great Big World</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'piano rock', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349604</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2580">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206061</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeffrey Osborne</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e8de5e3635face56cee6daf174d9b88879d8c9e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qUHCOUsvVKUpVrMMmztMK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10814">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4116</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05e1647f449f4fa2dbfe9e3cf872e45cbca2892e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AgAlEkTLN4m5ZERuhiWnk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kim Fowley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'protopunk', 'psychedelic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1787">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">959276</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2B4ZHz4QDWJTXPFPgO5peE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'west coast rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warren G</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4e391e4baf471b23cbb34ca6a7fdfb972f01177</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7447">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'dream pop', 'shoegaze']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blonde Redhead</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5isqImG0rLfAgBJSPMEVXF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172471</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/734799fa38d217bc528aae518eba8e3ef23bd6d4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9460">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4c48af6c3d5c6a7c7d5bb0ee6ab38a3b9791914</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allfrumtha I</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ccYF9ZduxKULqj3DWVsSj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2940</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8270">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/709696153c507a4e553a91f765c363dee01456b8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ssXMmc5EOUrauZxirM910</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">301035</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Lies</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chamber pop', 'dance-punk', 'garage rock', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3601">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7f8LNBVXN0h35veHrpxQFL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0eb947b89f490acd881efd2f73e4cb931e046810</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'folk rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31460</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norman Greenbaum</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4375">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Burke</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68iRXBQ7fDXt7LEPhj0sSs</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdb351b8a6b8dabbe334f2ef5c9809aa47526296</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9906">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'new age']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ukOC5U2oweIhxAm26BNF7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Lynch</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4d907a10980f19fef090dbe4bef4054b8242b27</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7484</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8314">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brendan James</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'indiecoustica', 'neo mellow']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e827ee599c5cd0b4f837c5f786ac31c5d376a4b7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aIPQyKrN3oVev1kHudiai</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22794</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4807">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UKk5BZQJw4CwmF4Txr9BG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/907f410696ecde12be745949c5930a5c7690c964</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Exposé</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10743">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c42aa410ef48514f690b72e9dd937748a64d8dc8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1k2oZK6KxhxnNfuCgYTDYw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast Company</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4106">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Goulet</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13017</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/baa6bfb7a517bd5672a42d0ffe7a73f34d1a276b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Qdqv5WM6z1WxWWjuuiogR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'lounge']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7904">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14bcaa9d447f42ad1c4363afc1c57fc8957eec21</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36kzCQhGfJzrLuZzrHweNV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wax</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55297</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7163">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3211</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Hope Oahu</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edd6c5e549d022ef7c1fd5bfd0cb26a09cb510a3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4a9KWc1l3Ci1zBsmfpkmNA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2611">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ready For The World</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165181</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h29EZDlc2NTvmCUe4yoXV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'freestyle', 'funk', 'minneapolis sound', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9696e0954407b81320ab29e033cfec5e48813e0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8328">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sky Sailing</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5612a7180ffc92027e0b614f054a23ecc21bd143</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31292</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uC7RGF9NH9DIJWq92UB6O</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/793">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1111109</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toby Keith</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7fa421e319432a08c0f1a13cdb03d6788f4a03e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bA6fzP0lMAQ4kz6CF61w8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8894">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uv2Sfd9jIDiHtQMZ5p38z</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1613</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c236d09330db50096c501d0cba431eccc6c7cb2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Kelly</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/696">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3fbfa2336dfb46412532d508f6656322c2a3083</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92599</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary Lambert</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z2NUZiY3FA00HKu5WTMhA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4515">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bddfaa525577e34cbb05993dee547af166266929</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">603254</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vDUJHQtqT3jFRZ2ECXDTi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lloyd Banks</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7700">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Story</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123325</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qKOMcuFgagNQJWHHK7NY6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'lds youth', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f62622fd211b562de1305c91b12e4ca8dec8cfb2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3710">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e3d67ecfbde9c550f9a2353d92fcac3b85f2596</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['c86', 'twee pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1150</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c86</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kwCLM6VuDfkyWAyn9xFlq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Springfields</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/271">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SOB X RBE</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293657</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/952df71257405ee2ff2bfc137374ee6b4b67bab5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TImI3DW7o5MdRXJs4D37h</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'trap music', 'vapor trap', 'west coast trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/845">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wSgVsgLUZeDJwoLcPO7ny</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pistol Annies</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/454ebeddde975aa4c2682a9a3533ecf898fe5c87</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">372545</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3492">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bf1bd37f9671adaf8504fad6cc1248728a9d374</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'memphis soul', 'soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ubLClBEuddw29m7QRx4IL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4509</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mel &amp; Tim</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3471">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293zczrfYafIItmnmM3coR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'folk rock', 'rock', 'rock-and-roll', 'rockabilly', 'soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">935895</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d58323616d4f5d22b51e9dfe0ba53aedabe53cd4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Berry</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3801">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cc325d9c3766985e5964df4a63ba976d4d14f3b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OwaxYpG77PWKSLtj1QzG8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'psychedelic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12011</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chambers Brothers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8155">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3016420</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0317d24884b7663c7a89275782e265ddf5366a3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NJhFmfw43RLBLjQvxDuRS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical era']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wolfgang Amadeus Mozart</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4060">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad7daf534f6b12f3c64732c9538c1d8f4ba48af7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Burrell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38466</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz guitar', 'soul jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sdyFmN4bVOcuFDpTVsxBB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/499">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AK6F7OLvEQ5QYCBNiQWHq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bb443424a1ad71603c43d67f5af1a04da6bb3c8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">One Direction</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13804786</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'pop', 'post-teen pop', 'talent show']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1459">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3X458ddYA2YcVWuVIGGOYe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1750308</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fbe3cd2966417a5b369a934099878faa9d8a65b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toni Braxton</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'pop', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4414">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219135</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EIbKyiLnEJ1Y074UIUyZJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Hollens</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'viral pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/408ef87424ea55de8b936a3c9d4de022444f584f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4934">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marky Mark And The Funky Bunch</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51883</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4e9fb16f714638660eb29585d2ad6064d15abfe</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4046bnFxFJdLEtG7F2qXaV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7382">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XolQApHVLzp4L8AeOZ7nx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b38f4f63ab89ea648fb1df7a4ae6e6ad091c3da4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28578</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic thrash', 'metal', 'neo-trad metal', 'old school thrash', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sanctuary</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic thrash</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7887">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e99a31bef31012e6d5f55f65bbccb34435b4a831</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal death metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suffocation</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal death metal', 'death metal', 'deathgrind', 'goregrind', 'groove metal', 'metal', 'technical death metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ItRDIouodpnW6nm4TYDk1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93996</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6345">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6meTcQ79DrfkIuSLPZkpBg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'pop punk', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287743</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f6d2fa36de50e91c9bc4bc8dbbea0a18198e981</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Story So Far</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10436">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1824</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f80c56a966a81c3eb46ade039d89c6ead9217ed</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Dudek</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76kVmxZ39hRIaUnu8slgqy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2155">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9101beb98984fddaf5f65b6e918370ccea6d11da</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yMYjh77WgOVafRkI50mim</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wilson Phillips</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216890</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5697">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Lee James</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2K3oUlBUYEhyiQvTK8xddm</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4760">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2w22XbZqvLcwR5uQMPjDj8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">QT</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10505">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2469</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gVCyWZlWtKrdT6uLEnf5j</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Scott &amp; The L.A. Express</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ad124b101d135884dcb9b388d55e675931072bb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8964">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2ee8cc051688591fb171e2353482495859e1bc7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yoRfv35AgASlT02Hs7qD3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erika Jo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10833">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive uplifting trance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1661</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Yono</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive uplifting trance']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b047a93f021bd4362083707107d9566f39e3c63b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TNk3UDiqglKBdr544O5D0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2800">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01de5950b7a4e9d229299782504be9fb24524f47</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'disco', 'lounge', 'mellow gold', 'quiet storm', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Manilow</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">561728</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3alW3LYQS8K29z8C8NSLIX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3698">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Joe Royal</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/165b1aa9ff8abae9d9d3f74bf8a42fe8c99b3b8a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'merseybeat', 'swamp pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14038</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WFTfNjxQYskBioYk39r9n</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9987">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2074a2685a2b376d7f157341a665182b921fb3f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109092</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'electro', 'funk', 'gangster rap', 'hip hop', 'hip house', 'new jack swing', 'old school hip hop', 'quiet storm', 'rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dBOV77d0Fy9KcTZkieXcu</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Whodini</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9862">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/664a31f9d2276002632267b20dd0d2a5cacae2b8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92279</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dream pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Foundation</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FWybrAwiSa0zKibdLfZZr</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dream pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10529">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oTIG44ppYw0nUBqFvZ5Q5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gypsy jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2979</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gypsy jazz', 'jazz guitar']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Bruno</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89b1179cd457bad51e1ec7357c690a2cdec12afb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2546">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sMku8iI6FH3ypZTErz4kv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julian Cope</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22486</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86b91494ed4e5ff3637128c8e4ff35a6ffdea2de</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'britpop', 'chamber pop', 'dance rock', 'jangle pop', 'melancholia', 'new wave', 'new wave pop', 'uk post-punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8402">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7059c151808ff03016d78fe044c26ca5e31eb84</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141840</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319rafipfKvd4cqaOwWIvA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taproot</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1482">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poke and Tone</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7M8EwIpyu0mZ9oA8sqcsWj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3614">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9779</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emitt Rhodes</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk rock', 'jangle pop', 'power pop', 'psychedelic rock', 'singer-songwriter']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92dcc44ed591f6003aebc5742da10ee32f0423d8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yap1SgRPMxgyfrrDlQ95y</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5813">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AgzNSz74RNIGgEIz7W64L</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pickettywitch</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba220338f8b496b5bceaf5e5bfcd5cf7eb6fddbe</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">827</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3895">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1af45b089931969b807d835497df8a91ee4dab60</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SKh0LuV03MwbsAQDeRDRX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Koo-Koo's</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/396">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IhWQSrLj8EJjdvjFTpCyo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vince Gill</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269809</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country rock', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73d4a62b98ef30ddd925a83bb3c9b6fceb18a85b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3805">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db6d01b5ab17651f5e45f7d256c08b47e3dde74a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gIdjgLlvgEOz7MexDZzpM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Status Quo</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'british blues', 'classic rock', 'classic uk pop', 'glam rock', 'hard rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335405</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6521">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dbd2347ac193887f77fe20540270be63ef6d8e1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60822</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Todd Dulaney</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41OAtBkqAXVdMlteKlhrZz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'praise']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/216">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EEiVZvj6RCEtVX2F2pyxu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slim Jxmmi</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4ac838eafe58bbf2eb51957dbc1a122d259e50d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74515</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10537">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05658190a8a695fd7cf6bea5dcd68647a08f38b8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HgYWmdREe3MN0KlGEgOHQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Old &amp; In The Gray</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8697">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269673</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carla Bruni</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HVwzNriKEjaeE06okqSpx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6f8eab35a814cf12aa34e889138a845d302899c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/857">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7343</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8b1e43ef2fa7c1f3d6d939dc804ea142a30551e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Turner</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79DOwuMzV2h4es3em0t002</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10715">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rXzQh4Zd348oFGhcTEK2O</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5a4305034f8ced9ffbb74072a6a006130d52905</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fred Buda</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/618">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135768</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06c92b0aacdd52bec7f16eb948bb8b19163a59e3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nvvVQhPQGkYTJlThLbJeu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OG Maco</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8815">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f57a21b7fb5592112b2226a48703b0a76aeaa1e8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tjsxXugls5CwUxSlsDgKB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'piano rock', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Straylight Run</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37021</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6581">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">death metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6533972c7b518db11a23d7b82a3ef82d74c46f61</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164226</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['death metal', 'deathcore', 'groove metal', 'melodic deathcore', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xTDPgk4jHCF0qui3dH6BS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Black Dahlia Murder</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9916">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['black thrash', 'crossover thrash', 'death metal', 'groove metal', 'metal', 'old school thrash', 'speed metal', 'technical thrash', 'thrash metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55905</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7753fd91838eef58b1bd3d40772c6be72b292be0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dark Angel</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">black thrash</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RFQyVQGVcECxnuSLvEKxV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8267">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CfztphU9FWmAhGocFrrYC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston metal', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/482ee5caaf5b22405b3b75cb28e54d1b980c01b8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41323</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Times Of Grace</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9166">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9a52ab2faa02d5c85731548ac109d109c2abcc3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7658</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Da Headbussaz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EO4MeuFqH8D4E2qLNPWy0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/659">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'pop', 'pop rap', 'rap', 'trap soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c10227529102df709721a466314d28ff17a097d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422891</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4HzKw8XcD0piJmDrrPRCYk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Majid Jordan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4021">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dec1a1a156f571d75ff1678b0e01121f6081a891</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King in the Belly</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">733</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1W9gBSPeYWtOy4Kbgud1R1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1759">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kBjAFKyd0he7LiA5GQ3Gz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81bbb408a93b45035cb3a7c3337ad3260e441db9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aqua</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'eurodance', 'europop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247687</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7164">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118255</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'art rock', 'chamber pop', 'chamber psych', 'dream pop', 'duluth indie', 'folk-pop', 'freak folk', 'indie folk', 'indie rock', 'lo-fi', 'melancholia', 'post-rock', 'singer-songwriter', 'slow core']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3224c8ea4bd5ca2c95279533b1d0d343bd87db85</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Low</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wz0jO9anccPzH04N7FLBH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2989">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197908</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. Hook</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic rock', 'classic uk pop', 'country rock', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db8117c5757ee73c402eda5dd52c29cdcc3cfbbd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Mhi3jfuRSdbVZPdjqsnnN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8530">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63ea2fa3b8ac6593af1ed25a52f95844ea2a37f3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel', 'gospel', 'praise']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CpwYrbzXc6Lb9RmCclJpj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32017</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Williams &amp; The Spiritual QC's</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8620">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical', 'classical performance', 'classical piano']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HG9Eg7Ik8ZuNtMyGYTxLG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexandre Tharaud</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14840</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4078999653a2642db3b194f0d92cdb91fa21c7d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2788">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">500188</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d710b1d866858b418e298b6b7b087e6f841f27c1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Walsh</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bDxAyJiTYBat1YnFJhvEK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'southern rock', 'symphonic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3134">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c7b2af9935a774df4584a9b2ecc2ede9d3ee39b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BILL BRANDON</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qaC0L1S5rm7017VN33Zf7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">413</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4626">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1608</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Before Dark</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e44a38affa5324c5cfc3b182ca7c5d9413b21b5c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24oWuzi9YOuHwjX6WTTCob</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2489">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dokken</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09hNSPPOxDop4FRdr6UEnq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295804</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd6e62d3ac7117184e681ea671cd0b7b7482175e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9217">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a62bd4ced8a5d9a18f32f2a6f47941239e12a51c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'garage rock', 'punk blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54657</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NOhotupwYbKRNJF7LMDPG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jon Spencer Blues Explosion</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/749">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2808119</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gOdHgIoIKoe4i9Tta6qdD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonas Brothers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6607686d8bb0913324c84360ee921e94c5aadf3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10568">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b98e383ffe0b4832c7a14a5c1d35299e2a4f85fc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kYd37riIExqdm9g0juqGJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandy Denny</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27449</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'folk', 'folk rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5513">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silvetti</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BdtDEvFGMhoxuYDGmk82h</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0793545df0ba57c2a0e98c07e5e723a5d6ce6088</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">792</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4090">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fontella Bass</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'chicago soul', 'classic soul', 'motown', 'rhythm and blues', 'soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfae2237059c4013ec44b2583bf26f654ec43903</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k3YMXJ1MJLgUEAlSPC6hA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19441</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5806">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Cyr5aqgXza16isOrQNOvo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18180</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brotherhood of Man</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c008f55dfbbb2470c8edb20fb68f71609e1bc8c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6526">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie pop', 'indie poptimism', 'modern rock', 'pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BØRNS</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1581dd782c16fb2b56b4b7397549fa98eea91b07</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KP6TWI40m7p3QBTU6u2xo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">689470</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4468">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.K.M &amp; Ken-Y</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16f26fdadda936c148bdea880f80626b40e5ba46</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350762</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jFjgKOGfVLWfXX8q5wrsg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6743">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Selah</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dZiRoY9Vpp6qrxqXNRwPE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian relaxative', 'roots worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac35361aad93e1ccba3d6cd17033e19f39a84076</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74022</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6917">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'kent indie', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moose Blood</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a7e9dcef928dac02ff15312874a487b58210a55</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139227</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fEKZRCUa0JApec5Xy095q</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7957">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84756</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bTAaMx9nf237AkBnGw3vL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Lynne</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c1b7c3839699a707afb39db0b8ab6a1ea590755</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8813">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'neo mellow', 'neon pop punk', 'pixie', 'pop emo', 'pop punk', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Click Five</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91a8ed07a93bda12047370631501e8138a56ba79</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129943</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01lz5VBfkMFDteSA9pKJuP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11299">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cowpunk', 'punk blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cowpunk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4768</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a9cc529dc5e3fad6248d12dd91c1c82902d460b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eGyO5YgfOaG58AOPjAvKd</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nine Pound Hammer</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1202">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">636422</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bowling For Soup</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ND0mGcL9SKSjWIjPd0xIb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'pop punk', 'pop rock', 'post-grunge', 'texas pop punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50f0d3759c366f2246b2b422f38e46a8bcb79ea0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7485">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbd1733c5e0e6d15e53fdc54adc77cf1ab48d0df</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219551</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ill Niño</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'latin metal', 'melodic metalcore', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xJ6l1VXgGuyZ0uhu27caF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5947">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Burdon &amp; the Animals</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70tMW5bZT3TJUa1CWtfVkq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120340</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'classic rock', 'folk rock', 'psychedelic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5eb2b75c742e65daa71ad58828fc403b1e2eb01</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2638">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Cross</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68699e4b9a86978aeca20d551b59098e81daa32d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">695W5F2Ih8dYahLdjVOIoH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">343556</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'album rock', 'disco', 'folk rock', 'mellow gold', 'new wave pop', 'quiet storm', 'rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/904">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'emo', 'modern rock', 'pop punk', 'pop rock', 'post-grunge', 'socal pop punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3e1c56d9fb0c60216f3540363555029ee9d4be5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zxKH0qp3nBCuPZCZT5Vaf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">893828</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yellowcard</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5139">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b398b565995445c0e84d993b68ef60f09c56c59f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nancy Martinez</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2309</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KKKmiLXA3G7jxCarYjo7V</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8901">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d4096c79796b9a590fea4436b2a41f034d8bc98</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SUFqa4aXxvMrGdOnqiMmR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8928</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'chicago rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhymefest</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6570">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4694cb8856d365ef641f4ab6d94862d24e829ad0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30783</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gkeGRk9xaQ0gGVi5kHN3S</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nahko</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7565">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127483</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'metalcore', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Being As An Ocean</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99f614106cf671bf029fa7f123fe8fd4a5668b18</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ML9AQvVVE3c5m0sx1PlmP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5018">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Loves Jezebel</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/354d9399e67125bac6f0867bfcc445bf82aaead0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Egyhh5C7MvfJaWXFx1qc4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40541</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'dark wave', 'gothic rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop', 'welsh rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4580">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eastside Doughboi $Lim</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xBxkwR7MvXaTnF6rlVBm7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3365">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Kim</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5325</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d01118114b0ea3efb84a857b767fd5561e80d11</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MYBNUKoFf9LAg30ByaBli</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7651">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Qp9Qtdb5G8QYHWfe5qxi0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14700</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ernie Haase &amp; Signature Sound</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8dada63eef1ebc8c2fcdf276aa42640b1c051c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4181">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89d23ee815730e6da3ffd4cdfdb8554ffb70bfb1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76PhCwJcbsLpz0qqsaJBV3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Greenstones</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11304">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">427</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nina Sky featuring Jabba</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VpGjLseyraVCLxc49SzWC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3140">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65kizxg0ldv6bDBKxbm0p9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c886654a5d1ff845adc8ffe10594392928102157</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1982</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'post-disco']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Coco</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9675">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warner Bros Studio Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">677</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19ccb75545d5b90de28383043b808a4c9d21f4ad</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EbinS1YtBsvp7WKgVuV1p</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7682">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2n7USVO8fO8FF8zq4kG2N1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mat Zo</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97064</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9a7142a516a79b4f597d6c4c57fa41e259a8143</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'complextro', 'edm', 'electro house', 'progressive house', 'progressive trance', 'uplifting trance']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9612">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Devi Sri Prasad</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e9ba88e6ea6149039f39bfaef11cfd3a8cbd150</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep indian pop', 'filmi', 'modern bollywood', 'tollywood']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sSzCxHtgL82pYDvx2QyEU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480098</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep indian pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8769">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dLygPpliCnhyUxWl7s4nt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michelle Lindahl</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de9b936f8f9ee555416e9c0db63fbf1c21ceafbf</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9913">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dead Milkmen</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61589</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d09d32383cb822c3e463d215b9ed522b00fe358d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'cowpunk', 'hardcore punk', 'philly indie', 'punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fhngmJMaaKcdhXHCa4cPK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1266">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">843465</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbd7aa224755d601336e56f72efd0fe6b138d96f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dolly Parton</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country dawn', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32vWCbZh0xZ4o9gkz4PsEU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8408">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24327</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lv3DKGOLy7HkRUmt6DiEd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b306c01550db9332a91c5f9afa22d1af90bf0f2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Castro</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8710">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'boston hardcore', 'chaotic hardcore', 'hardcore', 'hardcore punk', 'melodic hardcore', 'straight edge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44998</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fefe3c926cee320d547302d53093e6299eb6f57f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6e0QWfEFmK6AguLy02mlqi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Have Heart</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6556">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yelawolf</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68DWke2VjdDmA75aJX5C57</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac4dac096c6684852d408d4591a55f2b9f2fced1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1106664</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7162">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">albuquerque indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beirut</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pmxr66tMAePxzOLfjGNcX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['albuquerque indie', 'baroque pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">717975</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d037cd96ec1e1b2de22bfedd9ddef04ad5c138c0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10808">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5af38665dffcca94160b6e71604b6b1910ebb835</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31999</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LJSAfWhO7jhjnewy6pKyZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kyle Watson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass house', 'electro house', 'fidget house', 'house', 'tropical house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass house</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3549">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk rock', 'mellow gold', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b2d40dd511be9460139ca90057d59fbb97786e8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brewer &amp; Shipley</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5758</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bx9rfUR9C0H26TEiVCwdi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5488">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14893</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3csSQdDVhJlP3BUOoZ2N2H</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mother's Finest</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56cd47e68aa2d1a22c7023c868a05f2949eeb3e2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2769">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/030378e9f734621f88b8756b7be779891b1ccdef</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1687190</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jefIIksOi1EazgRTfW2Pk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Electric Light Orchestra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'bow pop', 'classic rock', 'folk rock', 'glam rock', 'mellow gold', 'rock', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6943">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BADBADNOTGOOD</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335899</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'canadian modern jazz', 'dark jazz', 'hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edeb5f479ff165ceb09612f96b24bdb5233c1798</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65dGLGjkw3UbddUg2GKQoZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11404">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad50277925367a2a7047c48fd48b9de48234afaf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Orange Circus Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ywoe2d6tPYYKZlXFxULYW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7595">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177824</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZIBrskTJWmkJUvM7uAu1o</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chiodos</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a2aa8cd5374ec56997c0ea9d50e221a63555fd7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1832">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126450</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howard Hewett</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e082a570e1845ec430e5fca828852b361bcf0bd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3S78Gzhp1D01i1x2KGXrnh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10280">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swedish rockabilly</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swedish rockabilly']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c680e99bb7b222e9c1ef3a6db250dab113b47cc4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">835</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kingbees</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cu77OuihTaUDYozqa2u9G</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4247">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a2fbf8f8cca76c3d304d32a52b7146982dfee1d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZgqduOBdbifKWJp8KbiF3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt McAndrew</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29211</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10810">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elephants Memory</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/767e3ef1e5c940864de1255120a1fd507efe2b61</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vlen6lzkmCst6naOmK3Et</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">726</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2266">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23wr9RJZg0PmYvVFyNkQ4j</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'hard rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278404</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Moore</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3120e0f1cd061fb792dca4e20c3c8f61cc34fec</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9977">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'dance rock', 'new romantic', 'new wave pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Christians</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18de7623a8144452e98dbc3735a4c76541fc170d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22344</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cPYngDFgZ8cOapCBCrs14</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8826">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70736</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3m1T1DET0DbGOMfJY7rdnH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f8a86207987c8b5ccf424d9b9f82c37c8e7fdf1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'reggaeton flow']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RKM</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7185">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">319200</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/707ef6817c7301774c7252b806b3c4e7a6a3feec</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74Hj7BmnUXyx2udrIEIKwX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fear Factory</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'latin metal', 'metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1666">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">530</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0v4es8yvR06oDJWG57Fxi8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Harris</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb1e89015d407a19f5e38d6f5cf9c19b9167605a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11126">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc16a41f939240a379274460aaffb9de5e2e9dcf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Jones</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GsPmNut1ND0llA2WPLdyQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3619</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5003">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b325c9e15143469258122df0543330594b1ff33b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5D13RHlJ2Le5Iytcl2xzE9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">542</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop Music Workshop</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10004">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mason Ruffner</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4926292b0c4c298590f47507488d7349bbc7463</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pAt3LUtuhJozvzrmSMxAL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">707</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2938">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fbhwqYYh4YwUoEs582mq5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Spinners</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c5f33797bb3d476c471ee218409b54caccd7c7e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">355646</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5255">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jqtaVyqGCgKYd9rGdiEaO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Brough</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10370">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c61a77fc65ce580a497fcf6c01b3efd0d756631</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erskine Hawkins &amp; His Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FwczlV7wkmHCYgGL86Ppi</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band', 'swing']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">435</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9416">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nhxXtHwC2TookQyqQlFK1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Biohazard</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81768</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13db306c44d44c9d3c190b61cc4c981a1ee572a7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'crossover thrash', 'funk metal', 'groove metal', 'hardcore', 'nu metal', 'nyhc', 'rap metal', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6722">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Maine</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">400251</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2083c5e791389f4cd5c6fca96661f9a423751388</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'modern rock', 'neon pop punk', 'pop emo', 'pop punk', 'pop rock', 'post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4o0pNHbyj36LPvukNqEug0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3907">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Puddu &amp; The Butterfly Collectors</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4621932bd1f1f01e2481f57b031e438f62be9df</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7enh6JnHL6dXlDaVsjhJoZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3038">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127551</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerry Rafferty</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tjbDPvrdvDshcpEMXKRVb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1db78b05e1647ae079e23fd7f20ceac0936c8c8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4084">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wCc2Wgga1H8C7u57pcqYk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie &amp; The Dreamers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39641</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b33fe20077c80ab2fcbed930634eeb8d76a231bc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11034">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8038</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0ac30818187d3b84786c1f94f13010ad2dc0cef</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fmVPsGxjwP5ruiTEvIcOt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock steady</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock steady', 'ska']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desmond Dekker &amp; The Aces</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3677">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2z6I01y9cdNA4IlOAIcQED</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4069</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howard Tate</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02cc508bfa23e402b16c7ff5534f3c368af269a3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6662">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6O4EGCCb6DoIiR6B1QCQgp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e280fd05cb2bab0e12f0642d72c3d834492272a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toro y Moi</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422369</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'chillwave', 'indie pop', 'indietronica', 'new rave', 'nu gaze']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6420">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mceaxtjWdEmwoDVAlkC41</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206652</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zaytoven</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adabe444565e3188013d21bd5ca7c4f3139de1f2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'atl trap', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'vapor trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6634">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3et9upNERQI5IYt5jEDTxM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian metal', 'australian metalcore', 'deathcore', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thy Art Is Murder</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c737788b20257ce9c40f41da3541741c39b27b9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230364</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2783">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tubes</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85f3fba703e72aadb32a577b019765fdf068a564</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'dance rock', 'mellow gold', 'new wave pop', 'power pop', 'soft rock', 'zolo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zfhej6FnVXN9LIXs6dcoK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35228</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9938">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lindley &amp; El Rayo-X</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5034bb43648257e515e6707a14e04abdc8a42a91</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GIwClx3Baki8vI67BbyRx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1545</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8022">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16151</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DUHqp1EQvqsbodW3qKDH9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfce0ffd0bdba49277456525d40c15ce68085d47</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm', 'brazilian house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lazy Bear</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2803">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86091</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uUNzXylqsZdmFDwdxaP1V</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk', 'folk rock', 'mellow gold', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.J. Thomas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90e52266d0463ef6215a393d55c4c8604c957d36</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10588">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1F8wWco7cL1UNqTIGa3w9u</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/382762fce877c3daf31403c3edde512bfec59bff</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Freiberg</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4773">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73JEBdDEFeVaOLg3y0HhBD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184381</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/142df893f10c035b2ea470cfd484ed120434105c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natalie Merchant</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7056">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4fb21241d414badae6057bce6c2e811d908dbb0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Esperanza Spalding</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">226346</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary jazz</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bepW5vcdRzheNc0F8lHJ5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary jazz', 'jazz electric bass', 'jazz fusion', 'neo r&amp;b', 'neo soul', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1322">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e27da2eb1a209c1c3cbadc7611c7c8de3702d0d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blaine Larsen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16283</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77BL4malNaiSH99GMNvOka</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1905">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39T6qqI0jDtSWWioX8eGJz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Doobie Brothers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7554847d0f7fd793493ee16d51f8e7b84768798f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">929254</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3210">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73JBR5s2PVvUjGu6tIqjqx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter Murphy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5475</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05ff48ce3b1bb17107e38c0b0e300b37d0ffd4bb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7732">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sons of the Sea</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9979</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56bd07839b51d8697d8617a038f98f35787b06cc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ozVW1AYXZJtteeFuyMQop</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1215">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06fbfde57a9e92f9c21820b5683690a3d6dd0b81</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">446796</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Dro</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZooCJzNMTLpmJaIRUEorI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1166">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TJbmc7jTpw78GKCiMpvDh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235718</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'neo mellow', 'pop rock', 'post-grunge', 'san marcos tx indie']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/912fddca2c77d7f7747dc0b11b265c9c72a1f8e9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue October</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6465">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">957649</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e729ab43c2f18ccc4ad456ecc48012c3403f262c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie poptimism', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hayley Kiyoko</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LjhVl7GzYsza1biQjTpaN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3522">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab4c906c45cd38e539cc89ccb931b499f4fa2d11</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lighthouse</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2082</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DVh4uQED1GHWuBAvj98Br</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1717">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188069</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marcy Playground</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fdd04a01e28d2fdd7166e2d3dac4509d6fb8aa2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AQzXO3NPNQsI7oNu5rC3r</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3689">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eydie Gormé</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bolero']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HnHBbeScFiQKXt3sUQA3Z</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35415</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe4e94221fafa312a187a8bf43141b697282cc6f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2885">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Hall Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9eae246510b48f1eeeead9dc73e7d3725ba2d2f7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66A6YvAHTnp2BTJRlH2RdC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7615">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental funk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13685</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nathan East</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental funk', 'jazz electric bass']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XTyy46AbpxIhvs38nQekJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40ecb09dabd489df523a4ef75d9cc38972134150</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2585">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06tPmk0aHzCFK0T96YzXnN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blow Monkeys</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31226</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2048542d5cca14621c63ac34ce8d2c9912e9bd3e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5294">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1191</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hzW2Vlxpq0gQRA6Dbqihj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f178b234d79759efedf283af5a92a1d750a2fe44</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Philharmonic Orchestra conducted by Louis Clark</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4535">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2499</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iwS6LJddmu3Rldz4aGpCi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8424cbe04d9a679d57fc366ac68690f8ad2be9bb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Javier</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3546">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russell Thompkins, Jr.</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41a6ee4681753e1ef34497c1de6155c9a001a5b7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vFFK9T74YkzeNYkNvjGLl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4475">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0REMf7H0VP6DwfZ9MbuWph</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8840c822e61ef8ea2f09f57b21c6b18569e2af0e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10 Years</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332659</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6759">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ece1518d91c3ec579c31b8fea609225d049ccb2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BKzvAPtNXnt0LwzGvKOH3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136589</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Watson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/158">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cc72d9980641a907e68e30b595c3975d6c5e5d0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TIYQ3jFPwQSRmorSezPxX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Machine Gun Kelly</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1606709</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5232">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XIbUq7y7kiMUhmp5dywGx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Capaldi</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0b81fd2b40b923e0c9ff367f66456c143953504</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2729</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11435">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TtUi0QdWZ9McITIOceTfp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fifth Estate</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7cc6dc05dfae0ebef951a7f4094eb5dce8e93be</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11043">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52aHqEQZ802daFzuMHfcES</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/181910ffa4dcb8777d239667f2059c0c95e03b27</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">El Cata</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'mambo', 'tropical']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5764</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4929">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188XxH8QLu4w8GW7cxSJe9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cbef8a8f123131de85a42a861578e03741ffd00</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K.W.S.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11409">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Congregation</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/371b5eabe14d5f2c91322f8ea5be17cfe3fafb7a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5N8ITSEcnDxZr6tsb5OaU8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3500">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2421</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06848f637feff5b05189a2d281fa95848f7a25b4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1F4A7SV8Xp0KrWdPzkh8UO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vince Giordano And The Nighthawks</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2821">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk reggae</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15069</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk reggae']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CuzDPkRD6BJBvdWqCrt2I</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fca0c7f6230d9a303a484223c32246aa4e480b72</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Musical Youth</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7389">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">future garage</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SBTRKT</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ab04be49872c10b658c800efb6ee662599e4590</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">543918</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['future garage', 'indie r&amp;b', 'indietronica', 'new rave']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1O10apSOoAPjOu6UhUNmeI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11217">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kool Mo Dee</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZH0dwynYrmairMfgDDw0A</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7c3c643de9556dad60bb93f4096c2541de23ffb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2846</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/257">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice Merton</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7f0OLhGgBMX9fUjm1dcPip</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2870835908cb63f0c616eb079e6ee99b54944e5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201414</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2683">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1180</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Harris</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ac04723a05053e8156f648859c29e241c811e37</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wgHeGxtfZgPb864FoDm2u</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2608">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Sexton</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95f3ec69c322bdc3d9d60a432eb1a9bb55b6108c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132XHXfIbAJi5jQKmH986p</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4119</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6930">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9d2316a132face72e6af01a0266cac9458236f9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andra Day</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c4rxrxy8eDLvMVL1DTiBe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">245236</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5292">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3fd5f08e03eab831fdb4e4fb8a4ecddfb4aec37b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kefj9iDPpS1kQtzFSSfvb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GQ</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2285</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10456">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic uk pop', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68930</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bd9cca4cd9b7bc145272387fd62a8a96d6826fd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barclay James Harvest</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pVMD4bFwl4AyoYyyo51Qg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8801">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Starting Line</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'neon pop punk', 'philly indie', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d293b4ce3b1b468faa8f470dd8c458b4b13fcdb8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3E3xrZtBU5ORqcmX78v5YZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103878</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7877">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119166</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">shimmer pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7841544ed06cc71bb94c34baf8e972be5a8a8522</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wild Belle</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wHZkzWXD9GPr4RQAYjUcv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['shimmer pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9884">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c3dc31712ef8f865df83474f12b3579b5660115</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13012</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vain</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39XQ9FqK0i41b2QoKmGP4I</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'sleaze rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5402">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1791</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GwmVzHGRXHdpu06mhb6Lt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rockets</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74eb8b456816e78e88878b92695ee4d92b7df886</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2930">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcfa4732974fc91a3efae0bc0d80b822a7c1ab4c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terri Gibbs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53I5L1MaOYGfbRM1uZ80xg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">749</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11266">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1494</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic russian rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lsP48pYd6v6VV9Vvq9S1R</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy's Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic russian rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/859d41318700099c5909cf32bbd8ff39692ec206</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4884">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MERXsiRbur2oJZFgYRDKz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">427154</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'classify']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vitamin String Quartet</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d3a8ca04821b0c07666e4222fbf5ef568d16d55</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4319">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/968c29b01a16ae341d19692f63dc4fff95b682a0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Off The Record</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8163</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZNhMDN6XZzWiftcyjuGZa</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8494">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">472</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KRS One &amp; Buckshot</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zOnOJY1TMd0sCkNknjyuz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4435cc4af3d56df8dce6be23cae3f0582463b383</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4120">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8c96756acf06b0e1839a09e69775585489f41bb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandy Nelson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5839</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gI33iEWzSZqDZeVOwfJVi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">merseybeat</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['merseybeat', 'rock-and-roll', 'rockabilly', 'space age pop', 'surf music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2236">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">True Image</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rWgwZwzlVQb3Ltn6NnIVj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7772">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gogol Bordello</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gypsy punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216904</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gypsy punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SVw939fwuqSobLjF8u78b</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7849a19469393d8c1b8f49bdbc1312712c2ef131</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6911">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'new americana', 'portland indie', 'stomp and holler']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01a5a3d205cf4fc556b16660ce0355e9a1e29fde</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qiGjRyN7TJ1GA2nXF68Hi</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203531</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blind Pilot</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3583">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Clay</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07PipPbqSffwUKRCQ5AcC6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5242">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tdO7d7r0vhwov7RIZWH6V</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5506</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d075842613ad104aa5d7a9738ca0c255dd88827</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitch Ryder</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2547">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0smy8yDrRoI4CnhpOuthg0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corey Hart</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8746596edeb9e8a3d374d5d8255d0d6c87bb5e62</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110476</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1942">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">353474</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28pS8WVbFstY0o1SrqCf8I</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01d5c6fd796babf4ad6374a96f3aeb57d6421919</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Firehouse</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10937">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8a44ac9ed95766d6c91fb219a822c9a0d87b9a6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Bajour</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yN9hv5Y8zsv6TegtaP4h6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8086">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90c08e10a76fe5534b6c7f211689376f73ca67e8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60559</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cursive</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'dreamo', 'emo', 'emo punk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'omaha indie', 'post-hardcore']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sylmUjlKYsLA49YtkNHW3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11228">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Qcn8XzH7me55JWomu9LvO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Instrumental Hip Hop Beat Makers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a432baab8d856de60e533682f8dae539ef0e07ec</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1200</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2255">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18b98978d1177a3653fb6409ad31ea502fc9fd1c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5106</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith', 'new wave pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Sc4ukCRllIu02LZfHF0RL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susanna Hoffs</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5841">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soul Explosions</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02RRYknv2Z92zY1QRa2Blt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d248091727422e079e40bcb5d4631dfd4177aa2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4154">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6r3DMl7hc6FqZTBOYxzYzS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dean &amp; Jean</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f4e0d18c390a3759c6d5e9c078e530267453456</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9300">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lords Of Acid</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro-industrial', 'hardcore techno', 'industrial', 'industrial metal', 'industrial rock', 'new beat']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41378</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3O3qPC1hmSp7442HYefx5w</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro-industrial</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/054b66745cf5f67ff0bfae06d0126963bc4d75fa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5355">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b359f03e80d8dbc9dcb5fd4ec0291fe81c3ebf92</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tHCrc4lQw3tYsbN8G9OW7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tourists</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3668</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6470">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71jzN72g8qWMCMkWC5p1Z0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">french soundtrack</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexandre Desplat</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55e59036a536f4c8992e600f50369c39337bbf50</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['french soundtrack', 'hollywood', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">180874</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8493">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZVqyfTk5GaaRiQNQaW9jg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bea3826f68f62d286876f246daa4e5313e1584c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122698</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropowerpop', 'strut']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeffree Star</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5067">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tora Tora</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e284c0595c3b6b9ee1968f0fb1b90be729cf723</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'modern hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16190</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MxRSOIsrKKrMc7pAzKlqs</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5845">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nazz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2430</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/377239ee0b3a0436e46504fb0191402901f7506c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bHrkZwj7sYYsMHe5tHXaX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'psychedelic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2362">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14410</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dXeJ8kAqTqtvNWQNV3sdU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Surface</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69916c9e2a603b464e91fb221052f974a07f72fe</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'j-poprock', 'new jack swing', 'quiet storm', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6392">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dEtLwgmSI0hmfwTSjy8cw</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Real Friends</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b51eed0c87c0b90d20bfd17efe9ed70bb0b7d47</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194950</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'chicago pop punk', 'emo', 'pixie', 'pop punk', 'screamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2465">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glass Tiger</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58394</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic canadian rock', 'mellow gold', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53RaPTbZOx2mBoZD6LLWIv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2b65e6d3f73a04df334993986a49adb3c542ddc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7058">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M. Ward</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'anti-folk', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'new americana', 'portland indie', 'singer-songwriter', 'slow core', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147986</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nXSnNEdLuKTzAQozRtqiI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc91f2ced63e4f96f018860465199f111c4addd4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8040">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81304</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'emo punk', 'folk punk', 'melodic hardcore', 'orgcore', 'pop punk', 'post-hardcore', 'punk', 'skate punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Water Music</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83e66598b1b8a064d28bdc85afbed4f574496361</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dmaYARGTCpChLhHBdr3ff</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5288">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2ee4c50cc0b80970557088c8aace98abad47848</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9519</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Geddy Lee</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mVhi0LYM9U7DEZNrKyC0l</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4161">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92f5fd1abb24645f34592d78d6feb69e3cd0e74f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">446</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Swans</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JXrtqbiM8wCL1tzWQKTeZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7483">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47bGK00zHXcGlUWfrE0dvi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'modern ska punk', 'ska', 'ska punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rx Bandits</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a387c0f955117ac3d8dab1a91ed235a32acb3057</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44502</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3099">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/973dda29c4a79692aacb05bb431072509377b738</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307044</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'classic rock', 'classic uk pop', 'mellow gold', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KEG7G8LDYlHgFDqZyEEs2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Rea</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7305">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Like A Storm</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'gymcore', 'hard alternative', 'nu metal', 'post-grunge', 'post-screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/543bc6599094dd516e1c751d42c470975d485c8c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60421</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gFZo6Oh5WehnbEj0XtxiF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8354">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ewAOD5G6KVdRmbjclkaxB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Hermann</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/805abb54509d30e2849c6c4984e5d606a476b10c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1508">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13a478575f4e6a9b83dce3617603b3994d8c0f6a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1204125</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hollywood', 'new wave pop', 'pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cher</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72OaDtakiy6yFqkt4TsiFt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1546">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S Club 7</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kM5rgJvkiDMOoKX56H6pX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bubblegum dance', 'dance pop', 'europop', 'hollywood', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b24d7f79496b9767e070fc7dc1a623eafb9d7674</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">296231</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9565">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe8efa0edc9f723e1b92cdea89fbb03e11752b03</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4002</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock', 'post-grunge']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ymKv4fh2eBhPT9HLTu8yH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dog's Eye View</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3476">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nCiidE5GgDrc5kWN3NZgZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/492cf7afbe3a7be6d6d2bda5c71a52e3cc1c9d3d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emerson, Lake &amp; Palmer</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'hard rock', 'jazz fusion', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450806</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2637">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231888</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'neo-progressive', 'progressive rock', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c0407979edaed04b6e6c26cb262684d8c45d536</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marillion</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ai5TWiOG8g9Hds5AATS28</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8676">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fNmOWQzfOVyHLQ2UqUQew</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219331</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eva Cassidy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'lilith', 'singer-songwriter', 'vocal jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a85d375a92fb2bd2366bf384c9c98d364c768438</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1149">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4722064424e9bf36c762cb73035c093d7ee70a4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1353029</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'permanent wave', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sil8z5kiy4r76CRTXxBCA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Goo Goo Dolls</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3068">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">McGuinn, Clark &amp; Hillman</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">965</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d4190ef52a05c86989cb1f1c912c430fd2e9085</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yldKMMHBmkF34OYjzMPS5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9546">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neurofunk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neurofunk', 'nz electronic', 'uptempo hardcore']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Eby2L5JXvh1LLZhjOdea6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bulletproof</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3998</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b5517ba4bf127f0561c1bc1b6f0e255e87c0cc5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4672">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wrmDC2mRGrruDbZHgHPzk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlmes</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6015">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rock Circus</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c461df913a6d2b8951113a182014aff3bda126c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xR4JwdaF7TH4UbvFju6rJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1708">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrea Martin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">720</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CfTFp39LgcvLWn9YQBIbZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8376383c19c84c0ebd64ed0d95f2a9ebe59945af</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7593">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OFF!</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/078d9ce2e1210fd24f48acf99ea2bf1fc3c6b488</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'hardcore punk', 'punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29184</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fY9hRf8gHMOszNWFhR1wB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4611">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'europop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88525</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02d0b6cc0b28a6c18c3575649170800b985dfc15</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zMgvYBz4AW0gFyPtg7fR9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A*Teens</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3811">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PFXkVDrL495eCxfaMZd1F</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d38ef87160cb7bb8ed03a4524313632b9307e1eb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Hart</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6547">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace VanderWaal</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1099173</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YdT8QvV4QvY4DfVJhxdcZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71c07ef718ff53f0c85d42f65e091415e7012607</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5215">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duke Jupiter</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea7592c64c5af030fd2276b9fe74a25320e7f682</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fweFI5OzPRZKwYCB13aFh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10293">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greg Barnhill</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NgCfChOEOQpDXmoxPgomF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/652b6607c3715d852461c19497809a6e6478b694</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/269">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LqNN22kT3074XbTVUrhzX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kesha</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4790861</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'pop', 'pop rap', 'post-teen pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9850e19166a96525f8204b9ff57f09c0a8a0ce99</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5714">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18wc7xvm8Ti7rqoLtf6jIU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2358</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danyel Gerard</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd53189c7f5d56e23fe3c4a4ce250440a726846c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10572">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep christian rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/987ae69e0dded1d1773fd6a9acc148c0beec2199</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4037</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VGhQcrTSOCL9AWSMEZdPR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mylon LeFevre</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep christian rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4503">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ndGmnewOCAPY641XYeKLu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roq Star Karaoke</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03e72e5ea22fa657207217afd3d40d19f5a7fd6b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10274">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394425</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/585a963f1decf25da7970f5a13b0221cb2af73f5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cameron Dallas</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5s3rUylqooMyGsFE0rOFJT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/440">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Xylc3o4UrD53lo9CvFvVg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/239ab578b400c47a455df2bb945ac81c180db2bc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5708828</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zara Larsson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electropop', 'pop', 'post-teen pop', 'scandipop', 'swedish electropop', 'swedish pop', 'tropical house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7888">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'shimmer pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">STRFKR</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1962580d2c159bfc605a8b2c5fca8753d99cd16f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Tz1DTzVJ5Gyh8ZwVr6ekU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259332</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3069">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a4c2b7f7b55e0123e58d9555218e53add136736</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NCXrh1XOnHNp4mM0JUFJw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18916</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicolette Larson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2792">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75001</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25be5ef86ea28ffb34bb71526a15d652cf361947</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sparks</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pwjGKaqnfkvS7eQbHaqyH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'art rock', 'classic uk pop', 'dance rock', 'glam rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'pub rock', 'synthpop', 'zolo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2644">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Arrington</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8723</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">030gEPJwNJnBcyra7CB9vM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf83ef0f76228b6f01f9305b1c87d55f56af997e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'post-disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6144">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">APM Karaoke</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0R3feUNMQBkfCucSTflVmi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b6ad08861ac39f0a13770900f92e776e245eb10</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4185">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7d6a7209389a3985020c999b5584bf020772b24</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25672</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391oLRVmoTkumiN79HkTWu</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darlene Love</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/871">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">728771</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Bolton</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bbc584aafae22616f851d02cee0c9cc2a089953</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YHEMoNPbcheiWS2haGzkn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4148">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leela James</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sennRot4Ls82wfspEQuf2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4926a7c05b69267a3f926e002defed68a758c7b5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217843</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10916">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c32af7be46eb2104aa12c211659d16dece0abbdf</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Hello, Dolly!</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xD3Yv2g7ztP4Pg4hsImyo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2732">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2936592</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'dance rock', 'mellow gold', 'new wave', 'permanent wave', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f73a61faca2942cd5ea29c2143184db8645f0b3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Police</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NGO30tJxFlKixkPSgXcFE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3111">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29339</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ziVRv2caoBDNG2fythJ2n</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f719f5816c9d8dc63dfc4a3bd12dce215f9eb798</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian singer-songwriter</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burton Cummings</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian singer-songwriter', 'classic canadian rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8582">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kO2SRhHlmMIeyJHfHy3c9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c09f1839321c23ad1e0339fb6aa229fb5c56b776</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'melodic metalcore', 'metalcore', 'nu metal', 'rap rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153633</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chimaira</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10404">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3G0LaJk7qmOOQIqJoUI9CS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The RCO All-Stars</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bf0e3f4551a7a6af54163bae2992154b92b66e0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4709">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammy Kershaw</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259710</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tkZthBATD0S45hm1DmB2O</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d269be9b0dc99650e8a42a0ecd715086bb21e56</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11326">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3l994DG3WHfCv5AmYnSdkp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/551bb0366a769cf5faa6442fb8dce282c8a9602c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joel Diamond</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2751">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hUkfSXyuDfQbUeNOShRiz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd93660a8b4d73f14dbe11b45836fe280c568115</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167218</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'electro', 'funk', 'jazz funk', 'motown', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Con Funk Shun</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5522">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S2NIwK1AryggExTQ4CyBu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab3f819bd572fadd3ef1ed8868c4998ee92f1145</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Funky Kings</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3842">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michele Lee</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1aac6e30f7c73e68c8c4161b483c80cf7dad8fe</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zI2zJvXtw3LKrv0d1Al1b</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6038">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'northern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uNpV18izVIP7DNusoWbT5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccdb2317c5accc3deb87b364decfcd8693e92846</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13724</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Hebb</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/383">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mnS9jJdKQQcRSqFu5YPVe</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disney', 'hollywood', 'movie tunes', 'show tunes']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disney</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7cb8a2d95ba2ca94fc0e133611b5b680014c52e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36928</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Auli'i Cravalho</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7282">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58af1d85b5a74c74f1ee3d0da651ae3261a4e395</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Grand</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oqk73d6vKVx8Ekz4onThW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20832</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10081">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SInttLnvf5G4Aa95aAYPr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'french jazz', 'jazz funk', 'jazz fusion', 'jazz violin', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean-Luc Ponty</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43633</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/776b23351dd861a7c6e380e97db15cd6778a3519</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2381">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hi-nrg</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Q-Feel</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e56ecbf16e049fc356eb8350ed0285fb700e7832</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XTBNxQq62Jbego4YsbnyF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">362</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hi-nrg']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1988">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doo-wop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doo-wop', 'sunshine pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tokens</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2268bb6d9a5a41450a106835b81584d26f4bc89c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17680</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GAJzApRTMmYZ9EjQ91VOy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3964">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Arbors</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">341</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63Dt0x6oCx3qBDz6G6A5uv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab94e836629e0a0a396456412bb54bb048fa60b6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11195">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc4ecf48e11c11ea29194f5c8261debe9ac27067</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donovan Ultra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BeC5uOcuiIWqbCmkvtu4l</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8209">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Friendly Fires</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49b97083c22cca15716b445e1a9ae374dd8b01ec</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mZqziCJj4pq3P2VBpmK6p</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202414</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electronic', 'indietronica', 'new rave']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10899">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34d797dbd44e8d31ddd9789e7f440bf649f0ca84</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Sweet Charity</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dPcDHEjh50k48Pipi2NzS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4761">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiny Rocket Man &amp; The Jets</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6l83OHL7vuYoUU7c0YyHvq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1674389a95c538e3625ea0a498ac8335962976c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11485">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lullabye Baby Ensemble</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd9866cfc9e0c3dbab7c64d356e2050ef3ab75fe</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4148</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BLq9NkodtZhEtiVNqfKAn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10702">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZJTM7KeBdMbbbUykwZXDN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Forrest</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2010">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electric blues', 'folk', 'folk rock', 'folk-pop', 'lilith', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KDyYWR7IpxZ7xrdYbKrqY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86f7a3859360cae9e8ade2948ea248a328c91536</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">299617</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie Raitt</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electric blues</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4887">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raab</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5030161f0de5929aef44603aa8a8980df30c7bd9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47ixkrAGZ7XCBcgBlong46</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9751">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">418</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08rXQbq2f7z8o6PRcsmtJJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88a3cfa347db0998e27fad70f0c44f86b0caabbf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shotgun Messiah</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9745">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/700fcdf4cf882566be9fb6eb21bdfe5a32a40053</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HpdlQ1jd9Qp9LGOE93xNJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lambchops</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10284">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed9f85c32de430b5d0298de4d30b57277b666bb5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bernadette Peters</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lIG8lqWxus7LqThGUXMa1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26332</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9818">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">360</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Carl Stalling Project</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e636a979013e87e1b8c958899ecb32d1d0ae6ce</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SiqahCCWn8SMOrbmVJ3v4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/428">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2334119</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pentatonix</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26AHtbjWKiwYzsoGoUZq53</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/443017f28a7b6b1cf4ab12f61600a84d955ae79d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6702">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slowdive</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'chamber pop', 'dream pop', 'indie pop', 'indie rock', 'modern rock', 'new wave', 'noise pop', 'nu gaze', 'reading indie', 'shoegaze', 'slow core']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251415</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72X6FHxaShda0XeQw3vbeF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d414dfb875ea4ed384f84b0169ddb134f8d3b36</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7603">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oxUux1OSwZpIpSK0JbqSS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic metal', 'groove metal', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40316</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6debcf4aa7a2ac3546a58784d0a21c55b5d81fa1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Austrian Death Machine</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8674">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31140</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a4cc437ed9061b19fbf0172943b6f9e60eaa99d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rush Of Fools</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KQZcyr3Dn3NEr5Qu7dxuc</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10874">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32WBnVY493CP5Xktj4QYfl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elliot Lawrence</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59c2c388778e9d8cdd5582616751665df789846b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7054">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miike Snow</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'electropop', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'shimmer pop', 'swedish electropop', 'swedish indie pop', 'swedish synthpop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4l1cKWYW591xnwEGxpUg3J</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3944378d08ba28b16c494cc7f63703175169251</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">509508</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/910">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alan Jackson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43fdc2605725f488299398758ffb2c46e6ee7d38</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mxWe1mtYIYfP040G38yvS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1043799</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10994">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1130</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd525162f644db0a51042ec912450cec85c553e1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Few Good Men</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xngxYYzk5L7EPBsNRQODt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2642">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'heartland rock', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cock Robin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36595</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d31a258ee01581c95b78169e718cc75c80d6349</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MOoTIFOvJ60ATvyRXPPXg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8992">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ZOEgirl</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8f88277c34c9a335101f385b6e2202bb1c804a5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22221</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22xemK8mgxv9dkSKTw6T0G</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10503">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ce5b0b2c518da7b009400934b307ba6005346c4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JMYAyFXgmEEEVvyy7D7Pk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Biddu Orchestra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2768">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5effa8895fb258600745e0e01d16b2c9f9c9301</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4308</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Axe</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lIZtBdj4HBILP2wAzPILy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7805">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9c01684103472288db531a1cbab65281c9bf433</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1M1BzRih5AtN1YismugCWi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Groove Hitz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1147">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d921d639b802bd821a55b0f08c785b94520b79f9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57130</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Huey</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33wbkdcxtduHKY53LnI1Hf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9069">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GV8SCA6AHEPN40dJ6h6vp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d9c2cd779635684668c24e51c5640eda56956e1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Heritage Orchestra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/780">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79be6e801831767ff470246dcabe1395aa355f57</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7H55rcKCfwqkyDFH9wpKM6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2088272</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christina Perri</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo mellow', 'pop', 'pop rock', 'post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/751">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47706</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vMpNua6oKT52WWHNUJ1No</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonn Hart</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6125c14adac604110403d3b7974b511a2bab0cda</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'slow game']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2855">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202362</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'classic soul', 'disco', 'funk', 'motown', 'quiet storm', 'rock-and-roll', 'soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Pe5hlKMCTULjosqZ6KanP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha Reeves &amp; The Vandellas</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b73ee3ca9b41ce90e95b94018fb342dd1ac58622</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9447">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hyphy', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f5388096cab64aca2e602a2cb51a6b20d0fdbc7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Celly Cel</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k7TX5dxiKZiwMWTn8ZKbl</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110977</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5391">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/646d593311232b9382ed9f387fc62907c7aeea83</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17082</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5upLeyz8OjRZcbFuXOF59B</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Curry</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5176">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10fcb8f667ff35352d3bea69eaf7bb462cae5732</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Firm</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13372</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rPZAvpw9ObVO3HFGWSHwt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7844">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duelo</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nnp7oJpY2J6yZOqtdKaWq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'regional mexican', 'tejano']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e559e51bd79b646da900bff29c320d8da3a5782</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">726593</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5167">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2156304cee6b56f7d67e36b3478a4fefdbd9f086</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FeeFjPQ3bk6IoB3jGXT7N</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanity</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">986</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1582">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Next</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe6db5e766d4686862211690e46ba690078e6f09</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MGT7CYlixSPxAnnkhLpaA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'hip hop', 'hip pop', 'minneapolis sound', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552124</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2998">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GlDsAkQHOmNgtUZdJ4Amq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary MacGregor</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95a2a3f0dfa948e65fecc78de6b273fe0c41cbd3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15738</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10736">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae0176c7bbd8cbd09f8b3b3be7f7ac9ea052cba8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336fe5GZu57hlhLddKdCWU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les McCann &amp; Eddie Harris</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">474</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7374">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/debdc7de26fecf37fe63e61f0264d06a8f827298</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'death metal', 'groove metal', 'hard rock', 'metal', 'old school thrash', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Exodus</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76S65NHJHrNy4JTrXHP2BH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">304423</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7242">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chunk! No, Captain Chunk!</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03jrbNTeSKP9m161juhm0h</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113565</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'easycore', 'metalcore', 'pop punk', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a00b6941c049fc4a93bbd6039242a9c16526afff</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3437">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mistasy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19fbab7218d15d00962ae87bccc16094b35aeafa</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2k3Vs5yIBGLfWd68q4YVWz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1914">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'hip pop', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior M.A.F.I.A.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abb06e1a1f8ee6c8fb73d040f87cb678989917c2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136128</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3r0OeTcOw37N9juMYyyw39</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2898">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YfnJEbTz8QLD5FusYFwV6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188931</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c921fd7257a10effa00ae4ae34ae98c5bc24699</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian metal', 'classic canadian rock', 'classic rock', 'glam metal', 'hard rock', 'mellow gold', 'metal', 'rock', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Triumph</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5418">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ecfced0337be35b7cd8260c9fee0607cbecc8a2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tycoon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HULdQEsHx1Wt5QWQjJgED</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2164">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Z2qWFrZc4fFy4omFh0RWo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benito</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb6b48c5cb93eea3fcc4ea324f4b98cd10a37e9d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3635">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Satisfactions</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pkccTSqZn4jlFoGMTsuhR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30a043a100a11a940318900034a5124ba37b917a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10144">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KCRW</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5100922bac35e49606d080d7bf07ab6b1ab7b81a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ke3FnaXh72KwAQiNBppcj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3592">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruby Velle &amp; The Soulphonics</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aaad1c5f327ef3db4796ec61d024a7075fa31bab</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hA2fNOsOjec1PiwPcrQ3k</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9838</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8450">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ailee</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/520b4c320d591b501471db382af6b0bc5d5af52f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uGFTJ7JMllvhgGpumieHF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">512325</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'korean pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6321">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'k-pop boy group']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f820af6b13e6bbadb981f8af4b8c49123233a12</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NCT 127</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7f4ignuCJhLXfZ9giKT7rH</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1642357</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3487">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19979</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61MH29rMIyOfuK7KXQznzX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06f5ace253236d0a52b3126ea7f51e9898a48a19</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vintage Caravan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch rock', 'icelandic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/373">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11192732</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martin Garrix</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/990f17c31b1cb4b4b2bc7b3d4780e2c9fd3a846a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60d24wfXkVzDSfLS6hyCjZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'edm', 'pop', 'progressive house', 'tropical house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9145">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4dc2551b4c83eb327fead26d3bdaf25b1de0a74b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21924</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5m2NwwPj4pzGQC0PQwMBWi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'emo', 'mathcore', 'post-doom metal', 'post-hardcore', 'post-metal', 'sludge metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cave In</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8115">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b7f3bcbc45c01cfcd3e8caae7f45b0fe776d6b1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atlas Sound</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74082</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kGhAL9j1WyNjNkWTRQd8T</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'atlanta indie', 'chillwave', 'dream pop', 'freak folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'noise pop', 'noise rock', 'nu gaze']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6211">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6cfba62a6b4a468b522942927b7a6f638a9f684</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">merseybeat</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['merseybeat']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Poole &amp; The Tremeloes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1987</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oovWTnMtmERd4nCPjg4Pk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/951">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46297</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/187c20447675739506e387e14a53e03b3866ec13</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yNy8fi1yBBq526E6mx4Zs</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orianthi</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5928">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep free jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep free jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wilmer &amp; The Dukes</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47fwSDHFIfnFlDVbYkSYkm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10622">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68LzxOiTCZirIN9lYT90CK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Batdorf</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa47dc4ec36cac7f5c7c1476236f0b3def506fa0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10954">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/313392a3e2d4eb73f123ab46eb5499c0e069f427</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BMjvmjve1yNzRSxEERn1a</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Beatz</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3777">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Owq2BmQUToWfZ3HNu7gl3</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Denny Belline &amp; The Rich Kids</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/142be2f40fde22ad2b9043f00c2573c55d9d5000</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4616">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Collective</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wfscwb5j2vDLpGW6hOTeP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5724c9218b21ee5819854f1a555f1674e2057b9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/436">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afro dancehall</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afro dancehall', 'afropop', 'azonto', 'nigerian hip hop', 'nigerian pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WizKid</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278896</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f6d533c87f94497644e0195ffb5d908e95928d2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tVQdUvClmAT7URs9V3rsp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2816">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Missing Persons</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4564ebfde686780dae0af03a33b84e68e4f7176</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CT7RBitS0e0u78T8tRBWQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60295</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9031">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">549421</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fSPtBgFPZzygkY6MehwQ7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Libertines</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49ebae38f5e83eac3165bdc38f9ca560743f0ec2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4938">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Umbrellas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NvSvvRdGYiS9iSM0ldWTn</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/198ed55564c1ebfae012edc3652491810efe01b5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1728">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A7PIpqC9ZvMVJt4lOqs10</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'new orleans rap', 'southern hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a10234691d24f40b250afad90febbcbde6e4d540</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47903</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fiend</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11237">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oliver Schott</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0no0VmDMQW1bSBVfvfAwSa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e97018907e79f46cbef1ab070926cb7e72b70ff</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/artist_id">
+    <ns3:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    <ns3:name>artist_id</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8060">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LuUALONla8DJRSCiGONBp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86779</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f47d286dde0979adf1d5ada255061cc250a48f50</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diggy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8599">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard alternative</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ec19b120c65a86a9b23a9696fc88e4de5cf00c2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20275</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard alternative', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WpMmtHYz6DhHhrQWx566m</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burn Halo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6276">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0T9qvoaKvS10jwngQlUXDD</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Secrets</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f37f65f6b19da16134336510eb8e4850c245175</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7923">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">423</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestral performance']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cafff7c18405c44d3f89133fd9164f0de58a3860</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6exISmHxzPKtfKOWwkVHwK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Warren-Green</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6942">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0af47b59e741e213e6142ae9f24bda7beb5d5d57</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'melodic hardcore', 'melodic metalcore', 'metalcore', 'post-post-hardcore', 'progressive metalcore', 'progressive post-hardcore']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28064</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ALVPmg5sZexSVD2m9atEt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Invent, Animate</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9384">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ua35iM0VjwfuHopuQDScm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e74bad7139b745101f74dbce79d9f35c8db25f3f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twila Paris</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'christian relaxative', 'classic praise', 'deep christian rock', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30380</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2630">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/357006def28d46afdb2fcff31bf8f6b69f2fdc32</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jan Hammer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50zRydJXfkLzGIOj9mITfy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24999</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1010">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4p07QU02SrLsaORo25h2Lg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e1cd2d8102a163936d2aff78d762c2f23e36bcb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammie</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253836</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6105">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Viscounts</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c94e22164f83e1acba32ca1f20e09b77443c8693</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jkQOLBogBpRXgAgKZvyWM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">576</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8533">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92101</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Coka Nostra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hardcore hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BK94SazL2jI020Y8ezR4f</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f3a47fe150571aeacda7b676be552d8c6df9255</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6741">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'dance pop', 'electropop', 'indie poptimism', 'metropopolis', 'pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0t3QQl52F463sxGXb1ckhB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Betty Who</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185456</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6665ee34af63f5b0f525bb051a99b8b58060a786</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1406">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barenaked Ladies</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371221</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian pop', 'canadian rock', 'comic', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fcf997eead1c14e37541e618c57ca7c863714de1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dEvJpkqhrcn64d3oI8v79</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7324">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UhHLKzq979iTCkLFurmef</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/096fca2a74635bca628f5b20ec65f0b95969053c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Nelson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49787</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9432">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19351</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7c4323b12f302fce5d4298ecb1ed24f088d5082</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7A5pYHTMQQGjyR62PzuRCQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steady Mobb'n</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/349">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340228</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RQqbE8uh2NwotXk6wvYa6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricegum</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14364ce3362b9100c7e2e26b8f8590701bfd027f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10693">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">741</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/325116ba76c4b95846013db852a3d7092c44ec8f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LPvNsd8x4vqhqvy67OQCe</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seatrain</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4011">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Gallop</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BZbKaR9vuecC1eDYGFoL7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10719">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb5a9f9e382fe6a2107fcb243fd86bd6c59af6f3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4767</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keef Hartley Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CPDvRMU1VZcPlwoCyKWZ2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'psychedelic blues-rock', 'psychedelic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6445">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1989</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Television Cast of Jesus Christ Superstar Live in Concert</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kFj6o9mi2BlJrlS29b1bh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ee646b6be02f3d6509ccbbf145cadf9375dc074</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4978">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c97d3521dcbab7634d904619dace8d1affa5531f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tara Kemp</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eOD8TGo5Ek80Gv7VIqFij</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">859</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6352">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OgdRTPItr9dw4XYp4JJUx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fit For A King</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141158</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/218044b2771d006f0a5ec9d0d25bc37631767a9c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3402">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tex Ritter</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0m7gTbaLi5fM22MiRaRf7G</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18923</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01d890735057613432db88d608cc15659c513b83</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/447">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3e7awlrlDSwF3iM0WBjGMp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6316539</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Mix</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb60d16c97a9fc54dd998a6d34219073399e087e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'girl group', 'pop', 'post-teen pop', 'talent show', 'uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9238">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/762cddbfa2578f9e383d04ce2cc1b2af2436b55d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1206</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0napPQNzPhwVmVM6AMNfAx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skip</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5575">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1045</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lUimvAVToyIQxJ4nLQmGc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9319d2d5feb11d8ad8319c421d4513a944492b78</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Biddu Orchestra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5530">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6b63565fc2c6e9b4f98467049d870f13670c748</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KkFIF79ZjJaNd28LPAtOB</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Flyer</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">526</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2780">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4396</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1f9a4ff6c693967c17fbe9e06c3f86d68c6bf49</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4urvwbid7NFoVes5PTx9lV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Carey</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4911">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2648a13d828baf2c3461e4756d0e4bccc88583c7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dina Carroll</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19269</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G7PZ5QfWCPDMxTJ48vYwG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1419">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'blues-rock', 'funk metal', 'funk rock', 'garage rock', 'grunge', 'hard rock', 'modern rock', 'nu metal', 'permanent wave', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02NfyD6AlLA12crYzw5YcR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">667475</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63c5e0dece1fca1b8185170bae671960e9168df3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane's Addiction</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10451">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fingerstyle</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26559</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leo Kottke</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fingerstyle', 'folk', 'traditional folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86076b8a7737e91f12746825aa14cb5d983cd688</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cjuHeJM6CHRUhIhApwFwx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2874">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23rleGXVOVVgTk3xgtmfE4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286732</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44b2274b55c4eacc5da616140077e78eca95b65d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gordon Lightfoot</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian country', 'canadian folk', 'canadian singer-songwriter', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3707">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iVTujtmxeDNd1XJX9cHLa</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Norberg</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5133">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benjamin Orr</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4748</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FV7vG3YdZqITxCEbUK98Y</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59837220dc97a4928c5532d8a34e54e47cb25358</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2911">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Royal Philharmonic Orchestra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestra</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ba932b9d7157c1232a4b8531e215fc39e557f41</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MvSBMGRQJY3mRwIbJsqF1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestra']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75400</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6582">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Benjamin Wallfisch</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xOp0rCDPAmYqnL2UFbaDY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de123bfdcf4500ef616bea8de1eacfc53405d9f2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'deep soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8865</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6274">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11443</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IYYmybW7zLRFIPnOjBUUO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Ifield</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01ba128675f08fb0df31c4b449d03e713a651cf6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'classic uk pop', 'merseybeat', 'nashville sound', 'rock-and-roll']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9239">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance-punk', 'dc hardcore', 'emo', 'indie rock', 'lo-fi', 'new wave', 'noise rock', 'post-hardcore', 'post-punk', 'punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231590</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fugazi</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0234b34b265a6ec22de6b4ebb52abc4d6c9d7371</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62sC6lUEWRjbFqXpMmOk4G</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11373">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">No Good But So Good</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X1aTexbriX4OJihzlILw2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45a9a86695d3e8d26dc432fde78dd75e990b760c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2037">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f0b1267ee4a84e260991c25d136ed4be13a8cbe</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80693</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'hip hop', 'hip pop', 'hollywood', 'new jersey rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen Latifah</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5m7wCUhYhBh7A3A3YMxrbt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3661">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dixie Flyers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d6a05a80fd4f871c3503df6745ee38172b0c040</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dv6WnCIPKA7Xuu1EwINSc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7779">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xac3zhHlBm5QDxbZeqgeR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Randolph &amp; The Family Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'modern blues', 'modern blues rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40761224796839de1e4922c8873f24e419140532</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38433</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8653">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">384</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern country rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern country rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richie McDonald</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Fgd86B9WkhiN4BhDTkXaq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f90f2719f7412c869142a88fb3f694341728dd5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11456">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/379b70c78d8bf326274ca971b78e9efa775d48a5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xlJRpWk8zlEwUK1YmNd5p</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Davis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3223">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1403</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UxJwjLkGvAlRi7NbYekGI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99206a22d4173069b2a32f61cfc996c03b4fd554</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Dyson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5804">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3290</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will Ferrell</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xF6Psrf6yNOBkB9jpMRa0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4900">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6252</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6G62DWLrirhPFrzRQGQrHF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paperboy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1c287e36c1ae6d8ae3eece89bcb02b51a07c1ee</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/821">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Colbie Caillat</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1597809</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'folk-pop', 'neo mellow', 'pop', 'pop rock', 'post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b907bdadb452c37654d528e945c933c36c66555a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aZyMrc4doVtZyKNilOmwu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/947">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2254ad034ff779ce9cb1c22dfc9d1fbdcc670992</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89994</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AuZVHIr5WSEBbBLZwWwWc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charice</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2345">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fine Young Cannibals</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345111</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20p5D2KrE8CGuOjHtxsyTp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de7cc06e0516e64fefcd61244025027acd752560</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2394">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'classic rock', 'electric blues', 'jazz blues', 'soul blues', 'traditional blues']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xLSa7l4IV1gsQfhAMvl0U</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.B. King</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1615839</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffb3ff26238fe635a230bb0feb59dd0a5b209b6f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5443">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d961830d4ae6227d3aac5d279463ee8a590df4a6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Hayward</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20555</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'symphonic rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C4kZs9XyNnm9HWFng6ZFH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3868">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5x9DWz6SpEVu9NgL8aktm2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Long John Baldry</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4929</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/063af76b7b94d67f520c85dfd25c45cb609f9c7b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'canadian blues']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2208">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f3da8b651dc977534295ba332d9da4b7eb7cd29</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uNjT2PKDfR7t48JKhajkh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richie Sambora</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85473</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11212">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6938</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tribute</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DghgxF3jV3G5xfcTpZpKr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tribute']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Re Beatles</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8945c157bb5e720eef434320bc863938431f7b34</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/274">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2973153</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AVFqumd2ogHFlRbKIjp1t</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alesso</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'pop', 'progressive electro house', 'tropical house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b365693847177310dcb17992156c0a31fd4a925</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4167">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Seeger</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'appalachian folk', 'banjo', 'folk', 'folk rock', 'old-time', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67ac5625cee4290605d95d8436b1dc8215392fbb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1P9syEkl41IFowWIJN7ZBY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80389</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2188">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/302ca80c16dc594c6704f35ce1e7e25210be97a4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amy Grant</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111347</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72Nhcx7prNk2ZCxhx0Y5es</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9022">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yCd7bxcAc3MdQ1h54ESsD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Houston</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d2fc4b35dfff9549df668be5dac341b35e75912</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5675</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9156">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'melodic hardcore', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Movielife</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WuH3nSjp98OqgwnDqYnRK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17276</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff6f4cfd00c3644034796a0fc363a49da3dea1e3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5222">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QiSpmkvVxkrB0Prr35zko</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18837</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Blackfoot</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/664fafd0e7c06e58013a4d1ff0e32767a522e446</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul', 'southern soul blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9621">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A-Ray</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qfany5KB2HkEtQ6untVIx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3aa832056a84f88706ae1f57d42bd16c2e0afe8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10183">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b4fd82760cc7d5e5c2220d3648c0e6e265cccde</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlene</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gAWMUQGYAteN96WM44qzo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4520">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fafa6c0e5613c9abac7fa1a5c221f84e35adf54</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lostprophets</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KnaZr690xW0sCihF9Z8oP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117746</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4605">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XV7DmS330NZ5IwdnzConn</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ballad Singers United</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2c6899b380472382e5b6837c50987116640f277</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1154</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5717">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">829</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4c57e15facc5cdae296bf7d1cf9ad7edf3b6f68</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pipes And Drums Of The Military Band Of The Royal Scots Dragoon Guards</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ixoQEGQlpDWv7I8oRDd0E</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10806">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3962896257f021987b174f7e556f1e3b9172676</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of 1776</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ikzhrDxxKtltGBkYCCQ5Z</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6029">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VhvGNnWfzmlEyiuhzdgf5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d4b1f790da17b85208da5f98f3b4570b36bf839</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'boogie-woogie', 'electric blues', 'jump blues', 'soul blues', 'texas blues', 'traditional blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12151</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lowell Fulson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4289">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109782</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grace Potter &amp; The Nocturnals</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b8426cb5b67a7c62b6205dbaf0a0fec98f76c09</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'modern blues rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23OknxGcY1i5xX1TRPilMj</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/675">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'rap', 'trap queen', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6If57j6e3TXXk0HiLcIZca</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">689649</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sevyn Streeter</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/400c5cdb9c855b012c22d2cd129ab07480eb2e8d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4854">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7995</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c37d5a2fc51aee9934b3415ff87e47bd9bd4cef</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KdOlzgquyDPqR2Fi8EcnB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shabazz the Disciple</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10691">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Patton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tzadik</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34Ai24gPz5YJ8NbksiNFef</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3cc6f1c3d3df07300401a2dac0579e4876504484</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84017</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tzadik']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2870">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">584904</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65417be4ba936f35dce86ff623e425d47f500de3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wCjDgV6nqBsHguQXPAaIM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waylon Jennings</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1080">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wLtB7m9vOEkoEo3WqZZcx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34003389883cce303a41f6dd1e2f52e0453b7f9d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The DEY</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1206</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1664">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chely Wright</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28f48e86fcfccfb7fb443b4a46e9b5056bc8e2ca</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aSIXmBKKrEVIbGLwhedIe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62058</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5186">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Helen Rogers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RPCsAEDhOgkRWYaCWSdke</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/567dcc293769760268a6d6f9302e95870f2e8247</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7079">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cca8cccc1d9b3644bf259887ba01bb5222c188c5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brooklyn indie</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OrizGCKhOrW6iDDJHN9xd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DIIV</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brooklyn indie', 'chillwave', 'dream pop', 'indie garage rock', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'modern rock', 'neo-psychedelic', 'new rave', 'noise pop', 'nu gaze', 'preverb', 'shoegaze']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201294</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11063">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/088c4052a2a34e8a68a48fa93e3c7076d7997cfc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Theatre Orchestra &amp; Cast</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2545</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZPXbNAQIgBkQxukGDNgsf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8913">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/162e60401b74a4c32797eefea641ab64e444969f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xlkcCr7PNHw2dRG1Gm6YF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39302</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron White</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11124">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep vocal house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep vocal house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3d1708497aa4c429535197e94d17e0ad7f97fe4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mynt</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZIszjYl5F05RMzqqjmZGD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">203</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8183">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'chicago rap', 'hip hop', 'pop rap', 'southern hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ffc09c2fcfacfb2ba700b97bef39358748ff249</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AWNf5CLnHH4oM1hcHiVeV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88475</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cool Kids</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9050">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'jam band', 'modern blues', 'southern rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warren Haynes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67168</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73iWh9WUMf0xK6cRkNJK4h</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e36af552aa7c06e183f6f9d58f05a300e6144d8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7437">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">500325</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FKA twigs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nB0iY1cjSY1KyhYyuIIKH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9eca13f8fdc0616f84f9c7f9465504b735590235</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'art pop', 'electropop', 'escape room', 'indie r&amp;b', 'indietronica', 'pop', 'trip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9134">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">525</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AKr4YLPb1ICeF7CqJXoxk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5092187768278e5941a1f4254da6aeb2645c4e3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bishop T.D. Jakes and the Potter's House Mass Choir</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5089">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12a28cdd8a0ebe74e25d4512a3b9b8f0f836f512</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">APM Karaoke Party</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mG3ML4ZsqO2sm9id0U1PA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1351">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81fececc5e0b0ad368e19c25a652b85e6531d431</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olu Dara</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5961</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DQiuEWQzCUET866iZJmQ9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/869">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foo Fighters</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6646439</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jy3rLJdDQY21OgRLCZ9sD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4357f7b293c92d3a70a087552a27f69f431e16ae</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'modern rock', 'permanent wave', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7090">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'fort worth indie', 'indiecoustica', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87fe7fb8684b35c2735bf6f5b857ed1e1892c774</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Green River Ordinance</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38843</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Yuow6YoiBaVPFNjZ5BQi7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1366">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46853</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mis-Teeq</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21d6d49c75f5e8bf96f1479baac8023985b85dad</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6csA2rxNLkQJXeEa7lyGXn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'europop', 'girl group', 'uk garage', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2366">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6H0YoV8pMik8ovVyM7aZ8m</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b947c217d0d16b28f8eee091bcd638a2c1c1f0cc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic norwegian pop', 'norwegian pop', 'norwegian rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stage Dolls</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic norwegian pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13000</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4996">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6eccdd31f2243c6a7d23b0b0ffa43998d4f210fd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gqcLXiJcBVEduXVle7JN1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14630</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timmy T</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4770">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gina Thompson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f974c8b8f1799e915b49b7a3ae63d5816499f2e3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6686</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5u15ozs1bXTC2vJTPt2tpM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5310">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86912c5784e41f1bc65c8634bcc7a12151a8b999</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UUErweJscAbuxMmVo8MON</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17624</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rex Smith</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5137">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nocera</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42gXQWY0t6kDCzflHUeiSS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7975</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a181fad7072703fee4f9d088b66130583a46c952</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9414">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chip Davis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b921f15ec033e8fcddcd46067ea910a255ca5813</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1060</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3y8q2OQS3dCtTWE010ksg5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8606">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Bl4eNAFJkXXi0ewcjgGP9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seth Walker</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4484</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a87c54a204cc3e18d7efa88d779e6bb2cdb5e1e2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10296">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">556WDodULInDvy7Q1n0fff</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb12d423957ce23525a2c6decd9cbeaf0e5fdbf3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sue Saad &amp; the Next</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5182">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">What Is This</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/901b2b430fbc5ad0b8d09cbe0a16197436ae7d02</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rUR211ABKYUHbXiMn6VQr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1838">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1092</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Original</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8b1cd99f58baa8861a0817930ec39a83c38cd3e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IwjkUrnzXsfgXkvUtZYKH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9934">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91857</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yXAFDZNUNyO92l5WTImkO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Bragg</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'anti-folk', 'folk', 'folk punk', 'folk rock', 'folk-pop', 'permanent wave', 'roots rock', 'singer-songwriter', 'traditional folk', 'uk americana']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04979f3ff2b4f34ebb2b8c05f299e13c24b63723</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4461">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zig-Zag</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99ab982369a74b29dd94c26cab3aba74c38d92d0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BT6RSmZXLI72Y4AmQlONN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1765">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24317</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Somethin' For The People</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Hu56IprUt6GltqTkpvguI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4849df4d26ac34078d1266cc77d1ec68c021394d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4082">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1N9sChRQWw3HNwySYlt0o5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy And Cleve</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5431">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7m70nl7YMR5wBxsTliYtj8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d7055dbe341ec16aeda3bc956de97114eb7d7b2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luxury Liner</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4745">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Moskowitz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OxQIOxuX5V6X924YujoxL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6433">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">755309</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2042c21cd7330def0296e5c11d64a3131001aba2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bethel Music</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26T4yOaOoFJvUvxR87Y9HO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4382">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00160c8cdab919ab35ee501926dadbae837c65a6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GghVvugpv9nXQ2YFzZNzN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">workout product</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31080</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Power Music Workout</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['workout product']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1619">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64ccradw8gAQn9gMQZmEha</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa "Left Eye" Lopes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11349</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86d696aaca1ba8b568c769ed7786f5ef0b96e91c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5730">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OnXD5goBmO1NgeuXJfeUB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glenn Makos Quartet</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82cd4bfaa8b13b62e410516d0a7929912f7e8a64</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7137">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Years Day</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IEyUxk8jyEVz9Zm9H8bfg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/741d3824895eb5f7456ac3e59e51f81eb2cc5647</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'pixie', 'pop emo', 'screamo', 'slayer']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171344</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9867">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PpcyAkdpuo9a08HiU6yfi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'jangle pop', 'power pop', 'pub rock', 'roots rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NRBQ</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10604</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4de7fb5bf614a2570dfd0a457004da8c81b8edb8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1897">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Def Leppard</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aefc2788e19ee5bf75791f78746072fe3249ad4b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'nwobhm', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6H1RjVyNruCmrBEWRbD0VZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2081390</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1434">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'mellow gold', 'rock', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8976b6b0aacba6f7859b1f0ab7bc0adcd6ea7444</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08GQAI4eElDnROBrJRGE0X</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fleetwood Mac</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3570451</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7075">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17410</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Kelley</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Hbxyk7qJ22i8wFEqgM3vC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afba6e8ffe07465f55d39fad8cccdbf33aad45ba</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8332">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42154</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">School Of Seven Bells</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chillwave', 'dream pop', 'indietronica', 'metropopolis', 'nu gaze', 'shoegaze']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mBdei7fcRpbUEYHgsQN9H</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chillwave</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0575f5e2fa64d9d37707ee021e7effde8f068b72</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9543">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c16dbae9cc1a697918e8e30a83782a7f60f77fd2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rrNbG73LuiLdrnWjUBjsY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dirty Dancing Allstars</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1029</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7744">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261133</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35f5d873ac45996f009ddef108fd5bbe8abe7d3f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tonight Alive</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pjCYG6hPLBO3y4swxu3dh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'emo', 'neon pop punk', 'pixie', 'pop emo', 'pop punk', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/291">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZED1XzwlLHW4ZaG4lOT6m</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julia Michaels</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2085513</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/250f37e935fcb95ef05c5b0951593f16c788b41e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10013">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14186</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Hope</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['violin']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59r5UU2HOytn9V5uMZ5Vur</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">violin</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70b1c91fa24ad66f8bda05c8057567179f0013f7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/106">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175140</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russell Dickerson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1E2AEtxaFaJtH0lO7kgNKw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d3f45260719e1b5b56f922e43e68bc7149e4ab4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/731">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4e4ccfed5ff778e54f2662928ffed711c24f6a6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloriana</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195434</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RjqSn7vYk8Qb9GeLWRRhB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6964">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89029</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5ebc7aac41420cf432a7a8079aaceb6c1a8cd7d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Gray</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4i2mkyKkRrc0OvPrWqb4BE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1097">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/749f63eccd6eafdecc4713ef94db12c1a8d357f3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Wicks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63342</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">696fbyLHSMBSYjDrDU5yiK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/537">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8927cd9cd0f3b5a265f75ecdb21238a07e47c01</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conrad Sewell</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rw8ZTLnDHd74TWDDukjVi</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78336</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4620">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OUXTnqjvTg4iZ7Lhq6vv7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucy Pearl</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'neo soul', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/05de34d5955d88955d63a8202444b1a33d978c6a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75728</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7623">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'anthem worship', 'ccm', 'christian pop', 'christian uplift', 'deep ccm', 'indiecoustica', 'roots worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108006</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21000d9702829e8aaf884e264d68449398cfa72c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mark McMillan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0T1KC0OHfbRO0O5bNH2tek</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7266">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mowgli's</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178117</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f16aa3cc9e999544c22a92cd01a5cdff1c1f090</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie pop', 'indie poptimism', 'indietronica', 'modern rock', 'shimmer pop', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AGUQK1EWK6nvN4pLIDQDQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2090">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d6172e426db509ed7964ec7451baa200045266a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3AhG90vcWAofyzU2jgkpwW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Barnes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1891">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin pop', 'mexican pop', 'tejano']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">921586</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/379455ae9958c296ff33a53ce166925958ff6f91</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IE6z7DcZIT4Ml3Fh5Ivch</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Selena</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11156">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Madison Project</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WghnZkFZDxT1l2bnFwfuM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8497729a7ca7ced237bbf752260511a6379ef01</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1005</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3930">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27194</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barbara Lewis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e73ef2454e85fdd404e185733f8be24bfb5546a7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'rhythm and blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UocIcNiHj5n4tj1CnBzRq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4665">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5a6nqHiBS9v3CxYOs7ttET</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/117e11353a4742f888b8af691004bfa851802315</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TQ</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23300</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/320">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c65af0224951f76d2f18b5f37b89416ec23ac3af</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26nStRV6Waedt17W4Uhx6l</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Leguizamo</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2262</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/510">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WN5naL3ofxrVBgFpguzKo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc4c973b7e8fc98d054aeb6e82cdbaca118f92f2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'liquid funk', 'pop', 'tropical house', 'uk funky', 'uk pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rudimental</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1071559</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8761">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc92457da51c083150b0057c52948fa9ab3efbab</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror punk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MvgOAoxA9ZgOxtRBYxLWJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Horrorpops</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror punk', 'psychobilly', 'rockabilly']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50085</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5632">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95b627e507a52e0c5b3957ff6c93abe03450ca25</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wednesday</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IjZr8fAPiOAr7NQj5wZaQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5747">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cBdXnLZZ80RDHOvNPVUcY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1094</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['muzica crestina']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Messengers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/099537b6ab8bd2703c42ab086160dc91d0a8875f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">muzica crestina</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3074">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ab619f095285dd8a69708e137370153e81df2c7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Brown and the Soul Searchers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['go-go']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Y3CPuN46EPIT3wCTDzPZu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5330</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">go-go</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/24">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337782</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">benny blanco</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CiGnKThu5ctn9pBxv7DGa</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fbb93866c895d1b5c1a6a9a6c03ee248512f669</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'tropical house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6308">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'metalcore', 'post-screamo', 'progressive metalcore', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JGTiwfinlCuANGu4Gq2XU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60005</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silent Planet</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46fbe95d874c6d2fbc178f7fee9e0a29fa97f0c4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1504">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1333902</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alanis Morissette</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'canadian pop', 'canadian singer-songwriter', 'folk-pop', 'lilith', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ogn9necmbUdCppmNnGOdi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f89036ae390073cc0ac420f087b7c84ecaaa068</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1241">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taylor Hicks</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6908e878d14e98576e6f386a39a5486c1b4de31</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6487</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3E3tW69eMfAffLGgsmP3GG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4099">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ruby And The Romantics</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y0ngZzIllkP8ZOqgTKQFc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1208</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1409e1d5a8b7c727ee15bc6dcf371f1f37439bba</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2288">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">629955</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LB8qB5BPb3MHQrfkvifXU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebb323f7c72924bd0ceb98e69d50373b99ccf3ac</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheap Trick</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'dance rock', 'glam metal', 'glam rock', 'hard rock', 'heartland rock', 'mellow gold', 'new wave pop', 'pop rock', 'power pop', 'rock', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4446">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pCnUSgMQxfO1xUMBiQK9V</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6f512d223859dd488f914851bed880c5a13e7aa</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">License To Thrill</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8242">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/557c215de299089eecf5266b2c11ef856a3a8627</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic deathcore', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">As Blood Runs Black</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LjQpQc5NB5G02zqfEIex7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76106</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6535">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/790c943f079829a0d2223391120b56445216a33c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sjttK1WcZeyLPn3IsQ62L</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'garage rock', 'indie rock', 'modern rock', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noel Gallagher's High Flying Birds</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545108</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11287">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q0Noqo1xez13qMUVAuO6D</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dba2faa51f479d322024e81478e87402b5ae8566</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Waikikis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">262</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10640">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3d837325e07ef20aecd3a98c16f7f5bb75600c1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">623008</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin pop', 'latin talent show', 'spanish pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aitana</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eLcDZDYHXZCebtQmVFL25</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1563">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19455</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67FFKYikvTlvsPNk4NPOYJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baha Men</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d460d534122c08046d422c53a3d3067d9238bc59</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8360">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/802bf961aede2cf2962794466f0228bc75633115</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert Sandler</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mUFHe7r0iGPGHDN9tunS8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4998">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Happy Mondays</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'britpop', 'dance rock', 'electronic', 'madchester', 'new wave']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ceb0801ffdda966641e1e9945ed87975b7f6e4c4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339DNkQkuhHKEcHw6oK8f0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204534</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8580">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6aba58c8ee894b4a097133388a2f08beafebb031</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Violent J</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02WFRlMwbZO6QfBJgZRNFa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'horrorcore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54189</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3261">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jethro Tull</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b88837f4a883104ba27dd3621a12ec14b234c9c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6w6z8m4WXX7Tub4Rb6Lu7R</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">866583</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk rock', 'hard rock', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4548">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5AlIxbb8HarTSm2tdA5F0x</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scottish singer-songwriter</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scottish singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8243</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac1546ce4f20b98f7514b02822ebe4841ae7d100</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angela McCluskey</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11461">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dany</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14c76fa17e353b22ec5c763a24124943bbe63391</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VTcX5uHYfFX2wOouLcpLk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9912">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz drums']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5851472c32d128bc3da73099cce10115ddacf1b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terri Lyne Carrington</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz drums</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3728</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02HpkiuAylAwAnQBswaXlP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8658">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grime</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Streets</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grime', 'uk garage']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">265220</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ad5ac9dce27e8f6edabe1204cac0e0f183e2a5a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GvOygVQquMaPm8oAc0vXi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8885">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lRcuKNnP49qqc0AHfTTAR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vickie Winans</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5025e32ed70562885c381f6b7c88a5a8eaa28e47</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49405</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9154">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Envy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4841</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jersey club']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fd458d85759bec0fd3a2081f244be7f49f61841</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jersey club</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63rJq5DaUMq2OhAnh3al79</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8643">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">167480</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f278c0c3b98af13c4c18248862742becb603101d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1grI9x4Uzos1Asx8JmRW6T</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Keke</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'deep southern trap', 'dirty south rap', 'gangster rap', 'houston rap', 'pop rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10199">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbc1a874db1354394e00d1361091e2da40e3af73</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sUg8vc5JF003DHhBixhtX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fuse One</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5219">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ff422cca52870e7393e7775811e06c805d76ca3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FcC4sDMXme2ziI7tGKMK8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">876498</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Gilmour</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4948">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b60f56cbcc15efd20a1d00252c65b16e9bcb350a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RBsn08bagbVECVD8FLbSq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">M T F</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8675">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian "Head" Welch</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'rap rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28780</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Dd4L5XTvf8rjyfxhCdwsu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bad2de6ec09c5341b8722327df60c86831e689c6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/594">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88f4b45f208f41ef93ed14d2f70ce685e673cbd6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RaeLynn</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dMnvpYEfXvSexjwnSRH5n</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">255054</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'deep talent show']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3394">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74keeJdeVxqce4qJFj6WGx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soul Children</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e492addc6c28b51db4fe16a1aefd178d1b2d6377</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9826</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8581">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81960</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ISIS</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10cab18501e3b00598e5464803d0de3654191ca4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vsXeWGC8rILp3rpSN2Fyk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'atmospheric post-metal', 'atmospheric sludge', 'avantgarde metal', 'drone metal', 'mathcore', 'post-doom metal', 'post-metal', 'post-rock', 'sludge metal', 'stoner metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10071">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SJt67wYCaKq6TTdqiRwFv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09560fa148567fb802709138f659effdd1eeb697</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4954</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Long</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3733">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48a68f05aff8333fc0769e4b6f12a3eaf5a5aca1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3431</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Lindsay</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kEOMdsEmZkTHgA4ibDz4h</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3481">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20158</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Nash</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2cab807415845f64ef9086e1144782e357e1fc1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nAVvgfE9yI4DwvMiYwk8a</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7492">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Volumes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'melodic metalcore', 'metalcore', 'progressive metalcore', 'screamo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DgmdsnwOexqTH8ohPCFAU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d2cecb28d88f3e448c625811901f03c3354363c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99178</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4796">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian pop', 'french pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c42a78242e5cb547b274adf93103c8f9cd4a1129</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64554</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZTCpKWDwHhbjhkdHhvTm8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tina Arena</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5556">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Miles</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eaa396c243e75c31f0e319e4f18db4ffc15f7d64</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9416</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16okCG5QlGiQ6fRr30H10t</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9762">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6590c0098c3711a3bc89df41c6dc5b9915e4b410</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tPOzB5O2YiSkKNXpZrTCp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">720</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical tenor</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Hadley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical tenor']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5020">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Hits</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/362e2a2ee6b1c0f429be0b0ca63344b30f419897</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gKjPKYtt6NXhxIqJPFIYE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8960">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blindside</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian hardcore', 'christian metal', 'christian punk', 'christian rock', 'dreamo', 'swedish alternative rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Uj2hge2fxypJ7f4ik6lpr</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36862</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f191dd63638cd9cbf9323ba45a8eef47e5836c6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10250">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Woman of the Year</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5683875dc1c0a5552960b9efa5d1f0b4b22f4711</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hsBHkirITV8ScT6n0iQBW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4801">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juan Gotti</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5deae82c7bbc0b91fdbb724d8c716955e85c78df</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop', 'mexican hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5i4sNA511eWArmRo5hN9Na</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58350</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/470">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d4b6df3a717a9955616f13389cb05b7fab5a899</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">544</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4R529xQ7WQfRpSEXaHFbRg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">InfaRed</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1551">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'bow pop', 'celtic rock', 'dance pop', 'europop', 'new wave pop', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Corrs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VbWUxZTRNY2gw3qZ1tg9W</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5813e7315f6fa4c3c0d5880c7df2d18f0889b18e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">516884</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1681">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Grjlu7ncIuCaSYvCs9fcd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114776</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Radicals</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/181d69eb2191335b136de8993e0c2ef9f381600c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9633">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb48efd5af7b6b871c479e639bac2b7ddd86ec24</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anime score', 'chiptune']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uDsUIyCIqk9wKj17I8WAH</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24920</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yoko Shimomura</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anime score</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1344">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abb429e8b079d8090f4fbf8c51b4d837431431f9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terror Squad</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104174</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BvzbqWWwLN11XGBYgDZzx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5058">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Groove</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112V4KoOrCzGbl4fodSKDA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">627</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08123a91ab6f90a1396a4f342645797c0540b5b7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1837">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wild Orchid</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ti4oVLdVXncNeAWPKpJLz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1589</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/100be1b8a9822376f6029dfd519f45aa3573c259</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3316">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69464</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bbf18477d162330b16d1daf422366864e929e58</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jM2XoJBKhdL8oNnDr4re9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ozark Mountain Daredevils</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'folk rock', 'mellow gold', 'soft rock', 'southern rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10182">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OllCB8jre2XE6LnWXQKp4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dab4459277b2ba22a33b0dc222ac7c5a120aaa0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/main_genre">
+    <ns3:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+    <ns3:name>main_genre</ns3:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11247">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evandro Gracelli</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49BZv1Exsiw72xeczpUC9t</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c46830cfbaea2f196a0b3374d15f26b234e9702</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4218">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">372</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2016 Dynamo Hitz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b95a416f09ca044bf8cea30d74390cca4068a76</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zumHpAnvQ16ZHtgrHZqck</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4539">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29864</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MaIFcQgc3Buqm4eCu3yU8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Bates</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ef566c137e57e986976b512ee98764fe2da7e53</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6851">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Balance And Composure</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo', 'melodic hardcore', 'modern rock', 'philly indie', 'pop punk', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94a31d2152e03f0c903b0a2c63f6f409a64a6778</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fgl3me4n9diODTrVfruF3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92348</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1405">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DFhHyjvGYa9wxdHUjtDkc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7802c0c19c9d46280366f7530cb28a7be25b1b90</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'modern rock', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">929838</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Perfect Circle</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2709">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ad17153950048ccc7bb47cdd9534387993da788</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17002</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ga5ADaBpljQ3YrCh99ZMq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jocelyn Brown</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'diva house', 'post-disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5830">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Valentina Mattarozzi</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d353fb1ee89f2ecea72fa8e7c9b44f4df0f07d9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EycFuMJkTXsNradPeXpoC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9532">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrea Di Giovanni</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LgSivOZVfHs4mY4TYobQa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1526</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e9a688dc07f377031f3ce6c788283ec4559ab00</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5984">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7h38QSSoFKgb7WgNC7cZp0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorraine Ellison</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2194</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d52c584d0c0bd5fd2e0c7a6b69e8f316ce7ac75f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3177">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b4c4d27405fd3bc68df740230cd3d809a8569b5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5680</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starbuck</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock', 'yacht rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0P8YAnEwTGZBkm0IudCZxl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7454">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dash Berlin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'edm', 'progressive house', 'progressive trance', 'trance', 'uplifting trance']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">420117</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xT5p0VBpnZDrvVSjX9sri</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab916a40198ac2d847e724e8e6701eec0f8256ff</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7044">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Word Alive</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo', 'trancecore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7774c08fde1980385a683ac9ae06ef614251db3f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193465</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CF8aEN939swnuIZGFI7Hk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9696">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of The Who's Tommy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8fc34b9c42071f81b20da8a234e31518cc011198</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57yeMYGP8kjx6uFI3Ch0yr</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8047">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34711</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cartoon</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0czJqnJDu3vWrLHmsbLunu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cartoon', "children's music", 'movie tunes']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Muppets</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79d3a36cb2f11c95f24242f7a1042162a924604d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4256">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katy Tiz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4408f91bb244f89bd1368faff6c6c53d7b8679f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E19mfEFhCr6UgZUYJGOEW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19800</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5339">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Williams</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5aceb3683b21109fd793d0e95ebdc6915aec5d48</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229025</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ti0EKl2PVEms2NRMVGqNe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9085">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">995</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0r1qbfth7sWruUHLPFGnpU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcfc8089366d003350c471d0d39298f3a00c5fde</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Triumph The Insult Comic Dog</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1530">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5ee3aead6e29dc2d513c68803db5a9cd57c59ab</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eve 6</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207668</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Eqd24yS5YcxI8b6Xfuwr8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'nu metal', 'pop punk', 'pop rock', 'post-grunge']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6186">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1980</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TvxYJwhD6rqKvdMxgtVsO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17a9f4d9853b28631bec7729b7945e58dbf8d253</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julie Rogers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2568">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A490wDfownZLDcpIDOJiL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laban</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8989</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'classic danish pop', 'dansktop', 'italian disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6550232a43ca5494dad6b0a3ecb25516c3491231</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6497">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79faadea1e341c530c24534c368163cc72b8b323</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop Evil</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pRaG81GsVtaTBuVSpldt2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308399</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10935">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Original Broadway Cast Of Golden Boy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/181f752ee40c32e13e66ed4e15c9e8ae9c55c4a0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hJi3RunqIMIsCEG1nvzPp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11368">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J8RofhwDceFFCpAb8yTyN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sadiyyah</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2819">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f61afa2ba935091abf18f2694a9ce02f339a204c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">406</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steel Breeze</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nqNKYmx7Ju2bQ28jgGfeD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1036">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Springsteen</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eqjTLE0HfPfh78zjh6TqT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c09e1a1dfefa33f99b78b1ce09024656c394b76</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'mellow gold', 'permanent wave', 'rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2446550</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4363">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/287c8558007bd9748735087a060b8b9ee82f0cec</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50630</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tM6SwRysCaIK0kW4h0mVP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spose</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'indie pop rap', 'pop rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4876">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Suv0tRrNrUlRzAy8aXjma</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131688</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e30056f3dabdeebf08213187b78c44f0b06f6784</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Haddaway</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10464">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21398</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c92406af43d937286f90819ec58e590afba44d7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Bolin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FCC6oo9PupahFuLGEPdMB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'hard rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6709">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trombone Shorty</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trombone', 'new orleans funk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37ZvFp654tY74Z1D2TLOGR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c19711d04efa45c534daced842baeb688c1996b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trombone</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113723</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2864">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f1aa8c7a019ce247a3fef06a44a68241861b085</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283179</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12d4iIvTOk7JkI6ecvc3ca</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'country', 'country rock', 'nashville sound', 'outlaw country', 'rock', 'southern rock', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Charlie Daniels Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1352">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1215844</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hoobastank</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/219e0b3dd4fe9e4b19d871819da82bfc51e464ed</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'nu metal', 'pop punk', 'pop rock', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MqhkhX4npxDZ62ObR5ELO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5198">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KFYaYqT3ZeyKMBe2fo0rW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6df88c27fee046cc4626404c284b92053ed0bd06</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin George</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">312</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3428">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/250ab3d449d184f477eb6d7460d6349553c25a25</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SC1GczHVpsiorx1KFaa4S</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Covay</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8561</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4321">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22Fg6dE7cFJm88AiUzGHAa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey Weston</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1792</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/170182a09836ca78c59ddb8b180c6b9902d49e6f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/730">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71f76e2a7c52cabc26ed9af7acc664724d5e0023</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Johnson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2528241</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GBPw9NK25X1Wt2OUvOwY3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3819">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fantastic Johnny C</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91715b557eb5172212655ea94118ca143a6049e4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IasumRJdzKNSzNRBSKC76</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10187">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dda9ce545721960c728a0d5da125da0ffa06140e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iptQ8hQmUa7kZocEBHt7u</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon Anderson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44698</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canterbury scene', 'progressive rock', 'symphonic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7052">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Plebes del Rancho de Ariel Camacho</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee39da3e0674a893dda383ad3bedd85fa5ed4b62</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cnl6Jz97730GUS8zEAK77</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2182519</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'regional mexican', 'regional mexican pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10287">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7556d693e11612782483e65b3430ea79614ef1e2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Breakwater</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4902</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xRdCnm7IiS0M1FUS15ZfO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7377">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4eff91f2c94c004a94b30fbe79cb99ae2680a6cd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thurston Moore</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47867</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'lo-fi']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J4ACYB6yMqd79q3rjskqs</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5847">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54732</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Barry</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ctAOUlIAs7yuMODWE2Fyz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'classic soundtrack', 'scorecore', 'soundtrack']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b708e6e1afb8fc2b82c8870f98c1da91e3222663</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7754">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jawaiian</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Green</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jawaiian', 'reggae rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3b36108d65c3bacff2ce6a38d31d69bf8208c51</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RkXaPxdZ8L7ERNgDZXlKh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93913</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5098">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morris Day</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93079</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34b48a04e1ad055bb5afb5a59122a116bc56817d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'minneapolis sound', 'new jack swing', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1L56apXminRPJqnqBN0vhe</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5629">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a39eb964caa457a76611386b8013519ea4bad4da</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oscar Brown, Jr.</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tlPDFGdI3IwmwpGgW0Aza</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6056</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5445">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d992d757cce232a6904e9edf3eccddd5a28faa8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">992</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karen Young</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vOSs0LEPDM2iCBK99VJzX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4684">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95729399d41f95e806fdd4c43642e151ed27f6c9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aLDS9oOXpit8wJTtueP8g</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11861</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz - Karaoke</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10984">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leonard de Paur</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5cef33f3cf3a113c8875f6ba4976e1606d0bb19</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PZfDS6nTTLJijXxIBZ6ge</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4476">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b30cc93ec049b311a67b37b06b4f37b557ea4c94</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Nr8EAmJ6b95ydy2o8h5vd</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1433</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zoom Karaoke</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9630">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01fee117889ff739294dd5ca9fa3557847be9e32</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slash's Snakepit</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146741</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ros83hWMCi68biw25Xyxg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7046">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Buckley</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">548204</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nnQpaTvKb5jCQabZefACI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'folk-pop', 'melancholia', 'permanent wave', 'rock', 'singer-songwriter']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67779606c7f151618a28f62b1d24fb514d39dacf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2338">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29025</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Inner City</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'deep house', 'detroit house', 'disco house', 'diva house', 'electronic', 'hardcore techno', 'hip house', 'post-disco', 'vocal house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vUJ3QLN3MlRfjOc2LjGWp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d802d704e597aa33763010a6709139fc23b54090</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6902">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29ijED2bnnprp2TciAK1aO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26f7e576fdb359276baeefd6bb40018376e664fa</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54788</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drake White</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4557">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">491998</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JyWXPbkqI5ZJa3gwqVa0c</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Craig David</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'dance pop', 'pop', 'tropical house', 'uk pop', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/390c1cf4a6765c3f15ee6c67770c32fb62bcab0d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6732">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'big beat', 'chamber pop', 'dance pop', 'dance-punk', 'electronic', 'electropop', 'indietronica', 'neo-synthpop', 'new rave', 'new wave pop', 'pop rock', 'trip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BKsn7SCN2XmbF7apdCpRS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331674</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goldfrapp</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4224df3fe879a0527199e43e57911d9e9e336c87</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/805">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gavin DeGraw</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DYAABs8rkY9VhwtENoQCz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">910431</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80f2e66ec853cf0974a870307abc686c98be1822</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1105">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GI52t8N5F02MxU0g5U69P</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1bfc98896b3638caa59ef227d52fb1a2208375d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Santana</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1198666</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10248">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18175</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'british blues', 'classic rock', 'psychedelic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Bruce</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73ndLgs6jSrpZzjyzU9TJV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c407b6b450e7fe0fbd73025c05d53c6ca1986f1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2914">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2V3UNup4XHyqdCOGcQai1d</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Steinman</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc526a6dbcc91645afb9c7fd060d4b607e92998c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9414</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5662">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ho9AFq314C9J8fvtspLSe</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6a7dac0e29b7ea3c76d506f19381098bf4202f5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3765</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeanne Pruett</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'nashville sound']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1533">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Icvbp9RDt5aY2TWDOVDsr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf81fceb4fcc48c7319f75f290df9a6ace896c7c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Afroman</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223502</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3364">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4481</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0F4yfY9manxJrgsfwbXdZa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/806454c5837e338a5c1b32c4b5b26970b19766d9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Bristol</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1473">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122213</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MO2kbaGGA2a8kL4c9qqHq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic', 'progressive trance', 'trance']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffd7d612b8a313078af3b8247ee806c10ff728a4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Oakenfold</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7089">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Savages</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WFsBUAgQmrGQQEUyFKS60</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'modern alternative rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95725</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80fabaa57072b59c748dcaac612d177d40f48b0e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2259">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21584a935b760f20b4b08f7f9ddd012c12437798</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'mellow gold', 'motown', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4b0WsB47XCa9F83BmwQ7WX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Righteous Brothers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200371</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2905">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec936a284f6e72d64b5dc570d1d86473e8896aca</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ffNa7yLg0ncUpBm5P03pm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddy Cannon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'doo-wop', 'merseybeat', 'rhythm and blues', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12303</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6872">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wilco</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">466625</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26816116d2e836116ccf596a855160be5657d936</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QoU3awHVdcHS8LrZEKvSM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'chamber pop', 'chicago indie', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'rock', 'roots rock', 'slow core', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9588">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I WAS THE LION</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85708b78d2e660105aa9f11ab25ca14277931982</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hYPQPYA6Wu90339kq6046</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">655</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8415">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s9MrSopEoAn8JqwBipgdO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'nc hip hop', 'neo soul', 'southern hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/949d52d2e595153ccb6be293f4c36ecdd25013cb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Brother</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65433</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4117">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26443</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ICvZfP4VHAPZ5Wdt03772</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d30b2684aa30436325b367b54187325307037676</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dixie Cups</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5456">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6b6ac4c36aacdfeb79e8873308b64ca986c76bc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nickolas Ashford</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">241</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X7jBy7ujZ6PSsHJPuCosZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6432">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ry Cooder</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CPwHx5lgVxv0rfcp7UXLx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147376</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'country blues', 'country rock', 'folk', 'folk rock', 'mellow gold', 'modern blues', 'piedmont blues', 'roots rock', 'singer-songwriter', 'traditional blues', 'traditional folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce97ffb42894d06ecf71a4d9984468886b478c61</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10535">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6t2MHOFOYTYNUXi9CNjP5A</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4361</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Andersen</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5c220fc0d46a25165e481efc57f3963a37de4be</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6883">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82965</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie jazz</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie jazz', 'neo r&amp;b', 'neo soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5006aece8d997a185181ff1016a857413101038</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Glasper Experiment</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vZ7qmfXiu114lY0qm7rOe</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/935">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0V8tQXWkKPD5SxsB2moGew</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55234</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gregory Brothers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['antiviral pop', 'comic']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">antiviral pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee857fbf980cff3be5eddb935d837c86c7f94fdf</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2871">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stars On 45</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4r8b3Hr0AMhzhAg75le0Gx</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92f4e59de828b045db3e7d8654eab42fe0dca174</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17893</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5000">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mJeMSV8kwDNbAs1FPKmbq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9e3fd5bb557b2255b9f602040cf967f21b26e84</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bingham String Quartet</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5349">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34XSWQfSZZCVz01n7QP1Kp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50cd6fe273e7e0a6abddaddefac51e4c8de89897</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Lane &amp; The Chartbusters</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9362">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1160</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cJTQo4xZtFDggnoaNo5AV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Best Man (Motion Picture Soundtrack)</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/048d72002c93e7b39d1989ea0bb08a479cddd34e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8266">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wanda Jackson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock-and-roll', 'rockabilly', 'surf music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64788</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock-and-roll</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a34ce70c444e1f80d430f73bca610675e3832895</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZKMPRDHc7qElVJFh3uRqB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6314">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56209</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/470767cad5a49deab4458a94275ccc3eae578b21</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Carpenter</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hxQtmgWiPtEsDPeIuKxXq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'horror synth', 'soundtrack']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6418">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Powell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EAHF3jdnHHdko5DBrhRUP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84696</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67cb3c482328e933877458d9d31e3086b0cf5296</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5487">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vQavlZtDA660mnZotYIto</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american', 'garage rock', 'native american', 'protopunk', 'psychedelic rock', 'punk blues', 'rock-and-roll', 'rockabilly', 'surf music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46713</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93609213bc0adbeecab83f8ab4731adbddab5d1c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Link Wray</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2633">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'post-disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Parker, Jr.</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NyzfcGDZZ6GM25EBG9BYK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31972</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/112bf0d1817b5cffc0874ff8f147d7b6ba2b9cc3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/126">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Takeoff</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">509718</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3d20d4db6f6f9162970b20d9784271aaf1fb9b4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EW0kQ1skZiK1NHg3Spt9J</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7540">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fgYKF9Avljex0L9Wt5b8Z</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Echo &amp; the Bunnymen</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385152</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'britpop', 'dance rock', 'dream pop', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'post-punk', 'punk', 'rock', 'uk post-punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/397489fba8899aa52cadb0f62662603f96065446</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2969">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">519673</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'post-disco', 'quiet storm', 'soul', 'southern soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38h03gA85YYPeDPd9ER9rT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The O'Jays</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a085cd08a23c38cb812b949465df54cee2b9d909</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/455">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William Michael Morgan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28207</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7374d58ffd044327ef906fb073a12931c947d63</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'modern country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03tfKFHhDoDqF73vCI3cxn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10350">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Camel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f9436752f7276b9c468f0aed5dbbf2d9c95386f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161298</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'canterbury scene', 'jazz fusion', 'neo-progressive', 'progressive rock', 'psychedelic rock', 'rock', 'symphonic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Uz6jx81OY2J5K8Z4wmy2P</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5141">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Warne</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Af8RjdalPwHNnsIMwqgaj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10958">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Goldsmith &amp; His Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/530717f5a8ac2539cfc28ec3c68581e9c9fbb82b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FVMlx2DM6HxxdoVpmyF4X</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9809">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sjMk07ASNAAPVXoag7sGO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gennady Rozhdestvensky</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04a97db5fbead5d5d0327a1190981c35d5cd6220</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1445</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3094">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4N81xA4vupQhBTvKFHCD36</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d12081331a53048a480d331e4858a429edb83a6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Davis &amp; The Monster Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1159</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3439">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Rodriguez, Johnny Russell</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QFbv1d0BbQANO95hIQaZl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccfb1af731ae44c0bea260667aa27465760506c7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1302">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'houston rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J6iGa2TNBDCrJzjsnI1a8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74624</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e787ff30644891ef8c5073ce7ebab6ec8148dca</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Pokey</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6066">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gOZp4VmgZVkbvEjIwzsTJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Holiday</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e35a247a116a5bd1d878890bc25e3e85f2eab319</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3751">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bR4jAqu6RkhruxWQ6q9EK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">381</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orpheus</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6eb4435cb1282ca09733c69755f7265cb194cbb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6865">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doyle Bramhall II</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24134</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b00881ac44717d8998444dd5bd0eb2a88d2ca1d3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Chzu4eSaqDHFXFvjaycAV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'modern blues', 'modern blues rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3373">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'chicago soul', 'classic soul', 'funk', 'motown', 'quiet storm', 'rhythm and blues', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Impressions</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bdd37c05d75866829e2145e505631d78dc52859f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1b1N51wmSK0ckxFAMPSSHO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126804</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5164">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">806</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">E.G. Daily</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QVL6A4hJlJVP44ZnvCguk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3db75ad53bdad24df2c6010f8f22ff65c47bbe19</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6524">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">348029</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Satriani</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40ef0b0ca989bf3b4cde998ec9bc0b57be8c1e40</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'instrumental rock', 'metal guitar', 'neo classical metal', 'progressive metal', 'shred']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yzxX2DI9LFK8VFTyW2zZ8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9125">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c24c5ed7ca6e6c52c494187d01c5c0024d5dd1b8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xvNx8d6ZMhOZXUGUBmJby</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24667</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">FFH</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3040">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/826d206c73f95f1353383c17f27f22aeb628369a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sFhA6G1N0gG1pszb6kk1m</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wings</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">393026</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5788">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/087ec9ef3e7709f63d7698e790dec45885ffa8a3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tM3DTmG7ahfACzwqtazLD</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15789</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vikki Carr</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9877">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112442</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kid 'N Play</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef42681d942cc60080b535ba62d80c79c19e6960</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mldB9nEb6VC2cUj7EcgFw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'hip hop', 'hip house', 'new jack swing', 'old school hip hop', 'rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4506">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Countdown Karaoke</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qNB6t3DHHTEt9EplIzpdi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">868</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa9aa1ceaa28d731a7ef94698510cd121e462547</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5184">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Belouis Some</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37181d91a3789dfd7de576ce8bc36938b1acc800</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EX1yiXXmblRFdw2pb10NF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6650</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9292">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aE6wnsmi1zYbLvMGhmPlU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Binu Chathanoor</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/222e857b2c0f6e58bc82f976b169561951851b82</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8399">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'power metal', 'progressive metal', 'rock', 'speed metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dio</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cfd898d7f1eedf88c520ba373c2b448189db4f3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1064580</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CYeVo5iZbtYGBN4Isc3n6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5177">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79fad2b2a30f696dbe5aeb57b6838f418adf07d7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maurice White</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5124</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6T46cZo3M8wXq5eOoXbZBx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8660">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fw9oPmbbmHW5aAJpkJdlI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85798</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/473fe6985af4b2fc84bc95da59e88b996a4b16b5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Margot &amp; The Nuclear So And So's</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'indie folk', 'indie pop', 'indie rock', 'indy indie', 'modern rock', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9509">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Saint</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AEUF7hpBuvR53wIJXhXk2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7febca48daa57e6913679c0fcb37e52225276f25</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N8540c888075644f1b29715def8d6f3bf">
+    <ns3:aboutUrl rdf:resource="https://example.com/id/__row_"/>
+    <ns3:primaryKey>artist_id</ns3:primaryKey>
+    <ns3:column rdf:nodeID="N816e3a367c98438196665a31d525b33c"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5173">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zk5lgbVEre0rKRBqiKt0T</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7722</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/464396ec8cf1f963cb0a2e108a350e583da48f84</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Feargal Sharkey</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2556">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJDS</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0orEyXhG0KnPEDVgpctNJI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/feeab0005af3568dd4a70cab5710107c7756e1f3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9196</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7423">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Death From Above 1979</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18H0sAptzdwid08XGg1Lcj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c9d1c4b8b096003bca4570a3b79242a8235a06e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'canadian rock', 'dance-punk', 'garage rock', 'indie rock', 'modern alternative rock', 'modern rock', 'new rave', 'punk blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165360</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4759">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K5</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fee73d8481313826e44867cc66ec6441378db566</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3De6svqAPGsgF8i0jQN7bE</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">237</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5576">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79QvtIFqpA95nxbCT7pqPW</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">418</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a99dbb930e4364ecce0941223a50cd29ccedac63</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Austin Roberts</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2380">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'hi-nrg', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dead Or Alive</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WWSL6rElJeUk3Uc1S2RyD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a26ecb521c6ec59fc5a2e581d53829bcc624342</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165927</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/803">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">704495</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6J7rw7NELJUCThPbAfyLIE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'indiecoustica', 'neo mellow', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Civil Wars</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e9c41b45b8b8ea53909fd62b9c9583cb183954d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6724">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Future Islands</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356612</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04a78b38a811b79569b591ef4c24527eb652f340</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WvvwcQx0tj6NdDhZZ2zZz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'baltimore indie', 'chillwave', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9311">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2903</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orchestra dell'Accademia Nazionale di Santa Cecilia</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Mi20SSCqDqjMRsJXHD72f</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b502b070a2958418f6731657b2bc9eb83db37ce3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'opera', 'orchestra']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/748">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'k-hop', 'k-pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dd5mrQZvg6SmahdgVKDzh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ea21966c652e0ba25eb3d106f0e8aa67f3070d7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PSY</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1048688</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4296">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b836ab0b655919e4cdaab46d9343553657bfbbb9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Party Hit Kings</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72anORkQ1Vf7j1LedlMVHj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14425</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3024">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mistress</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2ac52271c3e316b44c3f67c9c95673993f71791</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56Yd9O4GQ8JMVCBTmWm6mx</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9665">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff815daff4d81a3823028de203818bcbb120778f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Epdio7Ic0zhZkhXHFc8qa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13720</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Phillips</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5756">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a81062e6fadd9d46f609aeff4006f9bbd9463198</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2060</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Newcomers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wjWgyrpWbWmd077lMg04d</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6646">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'german metal', 'glam metal', 'hard rock', 'metal', 'power metal', 'progressive metal', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a6d672cf8c8efca8934e39d193e84f9c3cc3b17</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Accept</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JDIAtVrJdQ7GFOX26LYpv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">371487</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10139">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast Recording</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69d24c36c1d8c22ad2ff8d231921a48dc3a749bf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43qpnCSCXefs3GzxOrWzdz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12997</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8793">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vd2ks2rBpNPY4ebdEocpY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U.S.D.A.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a8e55e6e25517c192af89767f65aff6ee41d8a9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">114347</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2746">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6c035ae9b2a8dd5cf6a3c5f4a0b274d5ff2a605</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">567796</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick James</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FrpdcVlJQqibaz5HfBUrL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/300">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0c9SxmpndQLJkNXd2OBTIg</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10187</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Team 10</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2430">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JRQN1PslNH3W77jakgryr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flux Fiddlers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24fa15b2a9f5fae84d705d62c3737adf85b57a70</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1373">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f6a5894b9ae920ecabb7346667fe6506b416761</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avant</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AunegKKH2ys98aLxq8G1A</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">724487</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'new jack swing', 'pop rap', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5642">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'jam band', 'mellow gold', 'modern blues', 'roots rock', 'singer-songwriter', 'southern rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c7e4333d4bf74976607f678974acedd73092d8e4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gregg Allman</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yDmbRjVTQsQd3OnMs5s3I</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127318</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9131">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cross Movement</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'gospel rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ad4251d068f2afedc07805fb01d4e46f207c64c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17442</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PnUytjwfexMb295xYEDbi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4691">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71213569534b838f5a35fa7b8f652d75994c05dc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PZdmrPcOnufIAS1SB1KDI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Karaoke Singers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/252">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vWDO969PvNqNYHIOW5v0m</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fef2047e4e3f05031807d5fa9e121b7862ba259</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beyoncé</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'r&amp;b']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19854604</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6832">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D9k73VomKTnVQ6ROnt8IO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cb256c335dac3de759618c5d8d27b4b8a9027bf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian metal', 'christian music', 'christian rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106049</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Disciple</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11430">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1925</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Sunshine</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FNA65HkfMcw20mEKIK9eA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fc7ed449a4037aafc45587dcd8fa9da1084563e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6223">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38837</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic italian pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rita Pavone</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97e17dbc2269d6e076f29a11e2b9896cf5e1d3f2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic italian pop', 'italian pop', 'ye ye']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xc8CD41vwsoBNkGXL3pS7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3036">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neil Young</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v8FB84lnmJs434UJf2Mrm</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian singer-songwriter', 'classic canadian rock', 'classic rock', 'mellow gold', 'permanent wave', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1495672</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7dde566bb31a3442b5b12d707b94759751da1a0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11473">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15846</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'lovers rock', 'old school dancehall']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terror Fabulous</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Oq1UznFoef8kJK0c57xIF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ee20d8ac374a018dd0f287387ed4273279b06af</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/492">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca6adf52616cdacadfe642eb862e954186a6a20b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Brice</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Zq7R5qmi58ByYyBQTlNuk</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1058318</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1680">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">699375</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20ec81c529aabd81f6e29600423e9e7ce89b6c01</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dru Hill</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1255GTUKNCLCTvH9ctD4cT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10975">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78b45a265ebf0aa11e8d17249fffab373218b0dc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical soprano</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28zJ68gN34mByp7NEYNdse</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical soprano', 'opera']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4285</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Moffo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4655">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b108ab70214f8f280520614d33f553e2cf408af1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1M1mhSlJkWjZUAOuyw3btT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Divine</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2467">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tqH66EbUpLDz2dRNVLAyV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Kerns</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5912">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zzg87M2yETUfsgXFxt6hG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bull &amp; The Matadors</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5152">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3B3JAjdGRktPASOaEXlnHP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">141</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gavin Christopher</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6160">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b70a4c90dfaf245b6d72b3f7775831dab61df43</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jewel Akens</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gVvCzqQy5epTJcFNwWJ37</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">465</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8154">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/005a36a60f7c26f6bd594207a430adab5a8caff3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Horrible Crowes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AFLDtQad7jUjgvYfWRyUp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jersey indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jersey indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25055</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/588">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'chamber pop', 'folk-pop', 'pop', 'uk alternative pop', 'uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cc0c2edddf3830194d55292cb43e6a72ac7247b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4744069</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1moxjboGR7GNWYIMWsRjgG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Florence + The Machine</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/542">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dvKgSdNB2U1gfp6ZcekYi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251493</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42629f2bcb3bfc084622f6bae99a66d53bd09ba9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Ballard</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9173">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pinmonkey</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MhnVtLjzPJf2Kr5PkWU9T</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">598</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16aefbfb0bb109a230458ff7c6e67a322db9c84e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/371">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12da192babb5e97ff9f816a33544b08c5ec52796</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Turner</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1422127</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vCtweS8UVAXTyau2j0rDT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6218">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77ZUbcdoU5KCPHNUl8bgQy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">João Gilberto</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf0a588ad9e2412a23fc28410f0f51e288b6e32f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283315</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'jazz guitar', 'mpb', 'samba']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9086">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4alPy9H633rLV9DJOE0FJi</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crescent Eclipse</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6de2afc462656767b1d34726c69ae19bf9dc387c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6239">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26a0ac211e34192dbcdce6211a9e753bb3399e10</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aS68CbohLL2AqNVatdrE9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Maxwell, His Harps &amp; His Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1573">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'lovers rock', 'reggae', 'reggae fusion', 'roots reggae']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barrington Levy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c194c388f9b7b416ccfa5dbbdaf445b8970d3e3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132664</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mMuiFhh7faS7qxnTLRA6u</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3159">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brothers Johnson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da974f58395fa763d0559071e73774cdc54ff3f9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h3rSZ8VLK7a5vXjEmhfuD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170042</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8666">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'idol']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristy Lee Cook</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f56d1d5e388d92f8127bcdeb358625afd21772b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IqyE4gAg7AhtqhNwtbIAG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5809</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2341">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4U36LFTreFy2mWIhqOsSBq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yvonne</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc02e2c65d9920c4e91574ead4edc1f6ad40c59c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5792">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oJfCaCBlG3uujPcxAWVgh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11a8ac74a0c8aff25eca2c2a72c46b8bfc70c54a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Helen Cornelius</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10485">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ciarán Ó Raghallaigh</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SNevPddEPYlIIXqQ3Al3j</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf6c989e782555ae40f47b1956df198e5991b02c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11007">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">898</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yung Wun</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53a9cb03b0464536b6747e9e1b508e677b40a546</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32u2WZCxOqyacmU7hNtboY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7966">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1laUM5qmQUubbm3ZuMQTLf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8704</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba7ad434ed6fa4ce920b52b2f2467f1900994045</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Harris</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2912">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb8be14e43cabaeed524a213d84e5f885b4269b3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UfoTQXaV3DuqtDVjZIxwZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'minneapolis sound', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99577</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheryl Lynn</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1773">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7a76e667ec902783ed9cd09bc4e306049f3177d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'rap rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xtWjIlVuZwTCeqVAsgEXy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Insane Clown Posse</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">314115</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10871">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8854</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'exotica', 'lounge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce60c042250c7ab83957131f336ba8d23353314f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Gleason</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2F0kPpQ5mtta1ORIyO2xex</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6305">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'hip hop', 'pop rap', 'rap', 'underground hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smino</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84edcef52303deff6f3d53122a658190abbba881</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">254688</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ybINI1qPiFbwDXamRtwxD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7563">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cdbaf4cd463ff237484fed3a9529200444ae27c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60029</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zmmBJseZelpVEHj8S6Dek</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pains Of Being Pure At Heart</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c86</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['c86', 'chillwave', 'dream pop', 'garage psych', 'indie pop', 'indie rock', 'metropopolis', 'noise pop', 'nu gaze', 'shoegaze', 'twee pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9254">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ig4qybKXgMN2FLSM7GKau</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'rap rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58981</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Head Charge</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/937a3785bd83f3b884a893a586e8232e15075827</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/382">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e8dc460cfb6b89d7970302259febd0aa73b38c6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lana Del Rey</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00FQb4jTyendYWaN8pK0wa</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8750718</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8484">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blake Lewis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0eae32720161c92e850d0c89532d03c92a22498</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4H6tLRh1nuIuVxHtXo68ZE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9792</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1142">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fantasia</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">960519</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xAcVHPiirnUqfdqo0USb1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'neo soul', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/535ef4a06a9cbdd34c3adeb73e93b01cdaa652ad</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8032">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78020d4163afe94703a7da1c939a8266cb715650</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zacardi Cortez</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37670</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1e5OohAPdgqCeMq3eegvqp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10135">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['speed metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TTfkn3oA5dSvqmvVxjUxR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33557</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">speed metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Riot</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cd309a33e28ec3f56fd1b18a8a5ef0e3a14d854</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5383">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/863fd62e4ccb84967354f671c57962c7ffe13746</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Mills</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mVKtb1Vy1HQCdAkv3hWM7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8814">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Diamond</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82fe190760e1d71dbf75592306e05d3816f600e6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'danish metal', 'death metal', 'groove metal', 'hard rock', 'metal', 'power metal', 'progressive metal', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219747</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5i0ph60TnwTlIGrOZAmcZa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9823">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2797</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Indecent Obsession</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a657817373f1c398dfaf1a2ffc2fa5723433bf4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZM2MAAydv9t5hF3wOhqZd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10763">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'post-grunge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e04dfea450cb9f3c2ef0c4f3355f91d076c89e1e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poets of the Fall</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124909</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AZ30JnvQU1pbX6sbRE0Yn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10509">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12247</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Rush</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vI5AwXkw8IFD7zsw6NkTp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eeebdaad3cf2067fb99e9c1a454c4589731ed5e0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'country rock', 'folk', 'folk rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5736">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Almond</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HClZjLtMNS3qqDNXXQc3h</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4113">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chicks</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86404ea637d7af81de69f378d9374ff0fd4a0390</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DKrGwhJajBRWHYt97NFxK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9398">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dss7E1Ph0KxuF1ULfAx4D</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ibrahim Ferrer</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73591</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'cuban rumba', 'latin jazz', 'mambo', 'world']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c7d389634fd3ad0c26ef5239c8efabd46641349</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9500">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern ska punk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buck-O-Nine</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jteNNEz2fLM4pF5ezFr5f</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18026</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern ska punk', 'ska', 'ska punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75fecbdb0a8225692a4d191df1266456704e61df</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8374">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shilkret's Rhythm Melodists</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jSSQtsuh7mypEZtEtBvxm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6587">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Darkness</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93a77327e2cc91d20d1636a321a082855d0dcb09</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">225209</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r1bdqzhgRoHC3YcCV6N5a</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8495">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian metal', 'deathcore', 'mathcore', 'melodic metalcore']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MjNMjqBpaQ0P8ebfbZjYn</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Despised Icon</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fb3038d433827097644474082ac1a14f884f7b2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62778</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7346">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfe338d98a94352e21802f3ee62ca518e088c558</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">524709</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nPOO9iTcrs9k6yFffPxjH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Röyksopp</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'big beat', 'downtempo', 'electronic', 'electropop', 'new rave', 'trip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/861">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DPYiyq5kWVQS4RGwxzPC7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4424799</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83d2489cade1dadcdc533ddbcd74993d0ca6d4cb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'rap', 'west coast rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. Dre</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4856">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gravediggaz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11c9c61bee6e89768d831dec5d4b58ebae1a9d05</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NIhgQ08PBzMux08ndi8Ae</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82044</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5678">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Berzon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48PLXl77uw4iAIqMWy6flP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7102afb19bfcbbd6b2cfe02fd4a6ae95f7b49ff1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3057">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Frampton</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">500411</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3e26a227c8d8fca2f7da7a20a7c23011fca5501</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0543y7yrvny4KymoaneT4W</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7038">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vHBuUxrcpn1do5UaEJ7g6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db3afb6163b8b44bfc33c55926b0a847153bdecc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Domo Genesis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171683</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'rap', 'underground hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8147">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23900</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce135979c0ad2aa6894cad37a1f32cbbc33f6d80</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis Cottrell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian relaxative', 'roots worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4q7PS6zi0CyrEo23orQCkW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4433">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aTMDZLtkFlYQfQL7bzccp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115182</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef59ae41d1570bf9dafb451f0425e78106d2e230</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Leslie</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11292">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EPT6qIDLeK4VGoLx0eSMF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Can You Flow?</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1151</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1e4cb603603e03493c1c1d7650510cc5e1f4179</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10533">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JzA5RES9AMM9bK3oDyulT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Headhunters</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15b8e9ea6642a2a4b7109d414a3f52b473304fd0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5177</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7711">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a70c2e01ec6482f872abb2dc4ff02d679bcc0e81</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16642</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5m2sKBa2fJAm4P2MWfopum</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diane Birch</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9325">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20365</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5D7j3YOhscvrld2WzjSIpN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b0b69cb36c6d207a3b00e07665d5d3ff8c329a0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phife Dawg</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6955">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GfiCQDFYANz5wUkSmb3Dr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thousand Foot Krutch</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian ccm', 'canadian metal', 'canadian rock', 'christian alternative rock', 'christian rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">670520</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/558f7ee322b89c8d5b846a7b38e0ad83bbaa1386</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7864">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138184</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hj6ZZxaiKvG5GU3PYf7Gh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'canadian ccm', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'christian punk', 'christian rock', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6ea59033096a943cc91cedd5cce446ea93fdeb0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hawk Nelson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4337">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anand Clique</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dde4eaef7cc8d6db992c70ba6a5bd2b50b10d313</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1b9wvEcR1vuxoVu6isElSd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/872">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">659</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yt2wdqvcHygghx9iNUb6i</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Frank E</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11429">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13303</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZAIKutVvLYqmcxfkBz5aP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e7b2244de2aba8eda0d489eacad1ea41cfdac21</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butterfly Boucher</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7394">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'nu metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e052859bde1fd8d7976c4336640b6ee5c21942b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Texas Hippie Coalition</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90959</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LG6fIvh2XpjqHUuR7NRtt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10163">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Holmes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41sHGySxrdpAjuitGLSfBL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c3a5996dc35e9d3fd9ab1b4322f1b1f4a4e5573</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4366">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Karaoke Crew</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1de0a94a7c3d9611dbda80b8c02b7996f81b0a2f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GRelLAVHzwasg0Ja7gJUy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10720</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/341">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d25fc756cd04c8b3ea196b7c07c6d057685cc405</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'dance pop', 'electropop', 'metropopolis', 'nz pop', 'pop', 'uk pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorde</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4695153</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163tK9Wjr9P9DmM0AVK7lm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9279">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1329</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">QB Finest</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ddc62d9c4ec3d8f53aa500b16169ec36e7d1f88</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06X9ub06B2zsqDpmHUqh3K</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6691">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48e6b6d0eca674436077a7013aa03b6650529d41</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'deep new americana', 'folk', 'folk rock', 'folk-pop', 'funk', 'indie folk', 'modern blues', 'new americana', 'outlaw country', 'roots rock', 'singer-songwriter', 'stomp and holler', 'texas country', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85878</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3znXuXT3xkCtjgOxXBBVnq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Townes Earle</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3667">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e80a82a50c580d33530fc41f15a8aeb7e35013cd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NRzxuPpdGushT8YmF5NAa</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8668</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edison Lighthouse</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10644">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Yg7nopjxSB868AnrQ3nFm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb82599dcfa5a63809fae47622e957c13ee5fa7d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Annunzio Paolo Mantovani</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6739">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'horrorcore', 'rap rock', 'redneck']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f9623da1086991de01d4ca2215ffb1f1828d853</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5z2pNh5Q7EUb7JrE81ofhW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89371</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boondox</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2759">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Seger</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">701693</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">485uL27bPomh29R4JmQehQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bcfe3262c4bf48edcce4d7e2e714f77187af6ac7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2281">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wolf &amp; Epic</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RRj8U5qLs6iibFLiXZqVs</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8284">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bo Burnham</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">antiviral pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['antiviral pop', 'comedy', 'comic']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336090</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/895244fd8b5637bf177932b8790b296d0be02b7d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Waw2sSbqvAwK8NwACNjVo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/960">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b5c0a068d181259a2b0c821820fb9b30d2f6275</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165513</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Gokey</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian pop', 'idol']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Yu3b48Y29bZlI1cLPOZJz</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1936">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van Halen</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2609756</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cnMpRsOVqtPMfq7YiFE6K</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ce847acc4574532b94e038dd4729a9b9a25bc12</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3810">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d33885146b34a474268651abdf06bae1f1dab4b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10538</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James &amp; Bobby Purify</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qO2mRQM4zbksO586oM0W7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11209">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Lw2bKQWtH15LeMo5ROZ8H</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mickey Finn's T-Rex</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78f026c0d269daf73e18b001541a1dea44cc8dc6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7130">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City and Colour</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">657570</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e5171fc9d60f062ee54c10314662b5468309147</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74gcBzlQza1bSfob90yRhR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3854">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Jackson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'northern soul', 'rhythm and blues', 'southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64wglyu5BoOzwMXYjtAbfS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/812befeca5f4f5c06778d282f37843e8ca14e980</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7931</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5559">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Avalon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zNOI87gG4RttFmYAZWaxQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/098aeea8a8f7c3a4d5629f649e1966a9885eb5d5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62674</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10389">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sF0N2knVCIEXBBXiZMqf4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stanky Brown Group</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7955cbb5b48e2fc764148b2f29fbd3e8a3722ba8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5569">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hRUG5yBoxP9wUVzpot4xG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Douglas Lucas</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4666">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JJS Allstars</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8344d4fcfa56ca337b3669d315f6cb8a5a036fd4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">305</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RzwkRTfRNLYnVizO1CtE9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7965">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1m0B9ak05G0jqDY4ACLhQu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard rock', 'louisiana metal', 'metal', 'nu metal', 'post-grunge', 'rap rock', 'rock', 'sludge metal', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DOWN</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/010fd56976f3bb1a3ad4ab1158069b1d60d5648e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196862</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10656">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/23fe9d8c2dc8de115ce2cc75b29d7ee1a469296a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Wilson, Freda Payne, Three Degrees</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Si47RdYGaWL251AflugRU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1705">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brand Nubian</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'rap', 'turntablism']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YyZFf9ZN2YbkqeZia8zHX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101606</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb4140236f5c9502a1e58629a01677a80e510913</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5894">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['traditional rockabilly']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IKhazN1C82QWCD2Oqwf3v</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">traditional rockabilly</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dorsey Burnette</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">644</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f0d51c9565152c70a84da13ef866b1b661fb06d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2441">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18360</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1d9ec991e7d94c6f3229de75022d2fe2ad7d50b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will To Power</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63I04Kj1gXC1LLSVcrOzLN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5479">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0r7HfnYUdShv0Zz8EmszVt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Millie Kirkham</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2565">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5780a9dc4e76a4bed38726da55c3af571e683dc3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QKYeEDsNp6ScBnkGdfrx9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David &amp; David</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3064</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4859">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathy Troccoli</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73CmW7Heo8CxnYXydAs6qc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15969</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38ad7a4b00dfd02ae37e4a436dc39745293d3392</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2249">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Father MC</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6LYeatSMMLGVN0DPtMkmTM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25400</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa88bd0e8cc6186ef2b30fd1b01302e24fbb6b2c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8553">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ab839d87fe447a522dde366dd611c1e8dd06310</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D-Block</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53100</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24nRnT5RY9FRzNRXO66tJR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2728">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'german pop', 'german rock', 'new wave pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155915</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nena</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Tz0QRoe083BcOo2YbG9lV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf2e421eaa4243a18dcfd20774ebbb76950a74ae</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/280">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2366730</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sCbFbEjbYepqswM1vWjjs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zendaya</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fba29219867535aaed72b65c2cb363040cb98103</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2011">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hyphy']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Click</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab674cafa7e2100f24d704b8d5c7e02efb70ba8c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54106</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3s1xcekYgnSkBm8QK1uBYD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6736">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a728b3139ad25e3c9f4c1f1280a07b18a0a1867e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286555</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steel Panther</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'comic metal', 'glam metal', 'hard rock', 'metal', 'rock', 'sleaze rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3l02WF362j1oHOurzuseBv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11258">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69RhFsnbQZaGoEcF7J6mnH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90a471cfb1509c94dbbb8011f941b48a279adcef</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Wayne</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9658">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3435509e7ce4a6b1f0f142d564d8d54bcf953784</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">444</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5yIGuBe2WGTFTiLqAb3pAV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">belgian indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Yes Sir</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['belgian indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1610">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cumbia', 'latin', 'latin pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9285e719af0625a7299672c9bb16d8f20bf669c7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cumbia</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jO5UGHrEzfd5YIamfs7Ir</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126705</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kumbia Kings</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6128">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam and Bill</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jmqQ0utERxcofg2tXhv85</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9391">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70251</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Save Ferris</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4507bbec0292c87ecae818f255e463e1180f6a77</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern ska punk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PAi6SNPtaiFqTRiTfecFr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern ska punk', 'ska', 'ska punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3493">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Lee</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ApoVi8QEh35twomSXh9TX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3377</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6573715914e3c2c8cd00a08fa785954f295e9387</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11152">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/379b70c78d8bf326274ca971b78e9efa775d48a5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junction</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WelaSzpw2Jqg0cODpMoct</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/929">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">468728</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tKXB9uuebKE34yowVaU3C</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iyaz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rap', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07be68a6b678e0307e38303186ddbc6816f250af</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6379">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6om12Ev5ppgoMy3OYSoech</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Halestorm</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">817352</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1abdf5892fd2fb15458fbf510ac0caa27dc9bd8b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1902">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vFKxAcVuWQhv5J6CO9dQz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a3e4559a8bd2441eaa47aa64c7437d8a5251cf8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A.l.t.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">288</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/243">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Timberlake</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8214038</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31TPClRtHm23RisEBtV3X7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/646fba36b604f30e0c59f9d1043ee0b105ccd5e0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6456">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/679e1b5f12123ff0962a4eacfad60e9434e5791e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'djent', 'jazz metal', 'progressive metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TesseracT</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162807</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23ytwhG1pzX6DIVWRWvW1r</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6178">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f57841bd049082638d10be5862babcd2cacdc29e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TLwl6BCLZ5D1jwn4l2KGh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dick &amp; Dee Dee</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9248">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20076</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1c45624db4a9195764299bc0d3d837623b6ccca</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russell Watson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hrfuB0LtVmFZ6MvPMIHTK</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/261">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b392143c6e1db51cbb999e66dbadc916d381dd8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WOxhx4hikIsyF3CRPLC8W</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'drill', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1631636</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Famous Dex</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3368">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2040</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e174c358c15a6f4e11943985181852a1788d5686</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nashville sound</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Gatlin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35qH8znAZo209NTBDDifTP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nashville sound']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/863">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57DlMWmbVIf2ssJ8QBpBau</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toby Fox</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8880f91c165aad68d64e5d750d7c01d6574a6de2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">otacore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['otacore']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187939</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7869">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">How To Destroy Angels</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a68acab86504e79174239e4cf84b8a219ae111b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'electronic rock', 'industrial metal', 'industrial rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yDbenrXWhaQij3SCpsXe7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74056</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8839">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3c0114512f0bc7c380fe16f4590602fa684345b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24125</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['norteno', 'regional mexican']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beto Quintanilla El Mero Leon Del Corrido</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09orOffcS9RAg36uEi8uLs</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">norteno</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/797">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3198119</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sgFRtyBnxXD5ESfmbK4dl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LMFAO</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d75f5222d8a92d5e12419ae3e5238261f943df6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10864">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Cabaret</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3O4fR3QH00yE7NjXvYyRUR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4832684cbbb5d6b801e250817edca30bde48b81</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/204">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">birmingham grime</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2p1fiYHYiXz9qi0JJyxBzN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">608679</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skepta</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['birmingham grime', 'grime', 'instrumental grime', 'rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2fc72a70dcc094844aaf02ad945fbbd0aeab777</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7976">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blaqk Audio</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4ec464c070ab47eff2be2afb93161cbf198b6ab</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25373</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pumHFoeb64XWvvGoGqsIr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6037">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qLZdPW7iYL5oF8tc0g3p0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c929d17fca7a2bd8f1dbb780aa1e16b1307338c9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Knight And The Pack</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/995">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e1ecca8c64abce46d504284424b6e910fc0f40</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'nu metal', 'pop rock', 'post-grunge', 'rap rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43sZBwHjahUvgbx1WNIkIz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1541414</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Creed</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9049">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57583</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78inRkIIF0n9R9I2HPoWP7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rooney</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7f8f5d0b4a90e9b2b89acda20cd64932721160a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3136">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jWBohkfFIyPigXm55N3UZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fandom Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4981">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1895</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c542cfbbaf64aa7ba4db3c66bb2af689a3d2cad</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CPOqMWRI31Z2oLHvILOtR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oaktown's 3.5.7</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/695">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1w5Kfo2jwwIPruYS2UWh56</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'permanent wave', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a7775f16a99af5d353d4eb31ec0ccf908a6a6d1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4927761</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pearl Jam</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11029">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Girlfriends</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9b0207b9677af8c15a3c68227d7a756983c4a95</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lNB0oVtUg0DqjDr884jUs</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9926">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fdf9774e56a85012676ca1ebb4c6e3d802e24f9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5u3A3inCFA998oODFCRk6S</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Hook and The Light</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7679</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10686">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Hammond</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f5160ff4c930b95898d37b8c5fde8059cf27c11</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16508</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">471Ycbmda1lAuLMscQvxMR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'country blues', 'electric blues', 'modern blues', 'roots rock', 'traditional blues']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/402">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a92a65f85d5528b71e8022c3c93f718ad42c6177</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nKeLE1toRtW4M279iS26h</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61599</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zay Hilfigerrr</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2389">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0c0912bf32ffa50bc83deb459ff9d040447514b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129538</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ym94xKp2PIOJtTZKpxbAa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'freestyle', 'hi-nrg', 'italian disco', 'new wave pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Samantha Fox</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9591">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sertanejo pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">562511</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sertanejo pop', 'sertanejo universitario']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3k68C6mNMJL6OaAdWeW2ZF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diego &amp; Victor Hugo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/147385ecce4df2aa4da27c68dadf7215c02c700a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5174">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zK07BWbFrx6yqTFz84eH4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1209</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phyllis Nelson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33aa8e2bbea750dd4b8154143e9e6acea48f1992</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9143">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02f89a69a4cef248e8ceaba2960b0b7a71bb85eb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30758</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sO8muEXafy2NGwUZByrTr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Chesnutt</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5749">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac &amp; Katie Kissoon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b32b95200e7fd2eb85ef5ecc074491824b86f8c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">710</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bOxMrYSU3bFJJHAUNWAJZ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6476">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian indie', 'christian music', 'christian pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159439</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordan Feliz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TgNiaeQaWssaH9aWjbqnA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a8534a4b3d4876f1e02c98aaf5742852b1a7239</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/566">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4720693</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ne-Yo</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d48ffaffc20a3c76f79d81b7b940df9a380b5e7c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21E3waRsmPlU7jZsS13rcj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1028">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1568641</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfda2b2f6f65c842f87f44a07f64667ac86f45f6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rkVyNGXEgeUqKkB5ccK83</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashanti</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10134">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23147</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Browne</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ytvi4r3WPIZmEw1Ndmkp9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d666eb41f8b77a265e30aac9a683430b234e3e6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10887">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CVHH6NpR8WwHLYjgI4t7A</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/440e22b15c1538615247a5a396c4960c589381d0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2136</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane Morgan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8923">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cuVSUrq0yoSSP7gpvI6q1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Magic</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153766</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/610daa28e6a8ee1957fabd25004016093a07aeb7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'latin hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7826">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tricky</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250314</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hhA8TKRNryM8FNzqCqdDO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/378f45e633086d7548ed0bc39696699f7f632768</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'big beat', 'electronic', 'ninja', 'nu jazz', 'trip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2910">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/690359abb2e84c37cdb61013d4f177ba99f427e0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">West Street Mob</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'old school hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DF9I8WTbKvhEifX7RwXbO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5104</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8716">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ahoEOUbXDm3vYTvOHWXbe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5353</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedienne', 'comedy']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathy Griffin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedienne</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63bcd5d39001e09854d8b5b42ed01783cabad34b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9536">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian contemporary country', 'canadian country', 'contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11Rb0Ax3Q2dZJ7jNlOvxxP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Brandt</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf1d3a6ff41e34a75deb064f969c345120007b28</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41827</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10061">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/564b3741fe51fb75653d4869a450117efd83e22c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4006</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian relaxative</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian relaxative']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6gpOLOIn9tu4nfK52nrAIM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zeno</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5827">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alfonso Oliver</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nScWaZvmB3JcjHvUt9Evs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c4bb5e0fcfe31aaa05fe4329ed3963c53beb9b4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9844">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dianne Reeves</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55bf296ea4493d970a9d38d3022c57b094c149e7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nwrblOf59ulOiB6djwPVh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42251</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal jazz</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4845">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3716</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glee Club</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2T77OLLtNiSxC9mLhXql0j</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51058eea6ed918d34bb7163984a3512f574f3970</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4240">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77PJZ7PHtoKz2E62XAYvIM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ MixMasters</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b31be193a5dd0a9d15b6be0efff6eaf8397dd98</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">354</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5916">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b29a03ec5da90241059efe146effefc17360686c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bos36ZwyMSw7RdawbsTX3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Southwest F.O.B.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11182">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mocha</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WvU4ovnm590MR3AYpTYY9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5923">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09C0xjtosNAIXP36wTnWxd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/795ae538a48341d36523c1644b0da31a542db7e5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'louisiana blues', 'lounge', 'new orleans blues', 'piano blues', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236258</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fats Domino</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5696">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZXMlDqRxoSPRule503TB3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey Kelly</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c2cab22a9a1607c7ef126dbaba589c8beed1e2b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11490">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">192</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cello</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5b4jfvHx82u0bjNHiKaG5a</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trevor Exter</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cello']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a6a53b49113cc60064ea3803e0e6337019f360b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4364">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bQMioo9WhAMfZ5RHwBGqi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Midday Sun</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">403</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67414ba7c529d40077ce2e2678f5a7ba19ed5160</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5395">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Records</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7f08aaf31283fb0829c51dca45132deefa1bfd6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3885</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oFRpiLvaflFOVNxvsLrze</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10123">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BPQOjnUp0yMOp8w3w1ZpI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be34df09b5d17f90d45a3f21cd799effe3480e83</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">205</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atlanta</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8169">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fb9cb2d786fb90bc007f8edd49183cb8503837e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">russian ccm</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OYqNQPzPOY7kJKQrryonf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Warr Acres</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['russian ccm']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4482</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4073">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patti Page</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/353b05113b1a140d64d83d9cf85f1a7bb8e51e19</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'deep adult standards', 'easy listening', 'lounge', 'nashville sound']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57934</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nZN9kln8toEzOifhWG2uF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6676">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202704</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1fa09dcb7f14ee7bad400ad8c0772f1a2ec4468</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'hard rock', 'metal', 'neo classical metal', 'old school thrash', 'power metal', 'power thrash', 'progressive metal', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iced Earth</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KEixcRfBS5K3E91Vn1Kdy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4428">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04V6nCBJq5l3f5Ucdptw5R</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89a5b26e479235f51c41639289f8e0d7f11c373b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Hit Makers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1124">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xiIXseIJcq3nG7C8fHeBj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'canadian metal', 'canadian rock', 'nu metal', 'pop punk', 'post-grunge']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a9ec8d494f8d0a52fd67c3239efc2b9e79a4ced</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Three Days Grace</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3125740</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/219">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zhavia Ward</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CO6e7WRJvSFenmQO8n64C</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90d2fb06a834d260ce7c9973baf1587730e8065c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335817</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/151">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Florida Georgia Line</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3b8QkneNDz4JHKKKlLgYZg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f90d58b5f54999e50d2e14d1f0de9c3924ac0b1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3114539</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/138">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60gmlHZmT16wiO9GiXKYK9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Janson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67ae100ca14e54a0c28ee13f8cf2eab16975d36e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146813</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11296">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MbYIRNlHvHv43cBpyksSe</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tha' Rayne</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/182864a7c927479587165be377c455c959f6e5eb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10185">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty texas rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5114</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty texas rap', 'southern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Point Blank</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a84bdce4242dc6938ef0e26b666ddf26ae689590</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Nz0G9zAjZVmIgqtGfHham</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2981">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Change</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49860</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abee24fb2e67d9abd86b1ec55ff3c30b13e94609</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'minneapolis sound', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fJ2vi4PUSxyvYaeq0FTbE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3027">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb9e5a64eb02e387f8b176179dc1779c42dc9a6e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Johnson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28726</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XKBOnP3qXHP2FpzKplAYh</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5221">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NMrkFHZakHLMMD30DCmb3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1733</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Thompson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative roots rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2d0948528e695f2c813c86da303624220030f5e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative roots rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4204">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'dfw rap', 'rap', 'trap music', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ODbg2404zUzTi02qIPEjB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1520941</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tay-K</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdf18c4caa73c8fe11684aeba8c14ea8291f3ea5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4907">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e63d94d5b730f72013e50c1263b68ace194f7671</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B Simms</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KRl3x5ii6cK06QiW2na3j</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6417">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'deep new americana', 'modern southern rock', 'new americana', 'red dirt', 'roots americana', 'roots rock', 'texas country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29519</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Aquarium</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b06e9aee6c003b67a3325dc1ba1c85a4bc0aac33</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nSYcucRT6IGiMepEmiZgT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2353">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fiona</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kmwTkqKpMFSAeKyoUFDYj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52e8f1fed8e28b741a0af71d442abacda9fb1920</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/497">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'viral trap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1955634</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Homie Quan</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ba2528909a62b165800aba7a94e244ec449afaa</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lHRUCqkQZCIWeX7xG4sYT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4338">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14qvHyl1HApvsMrtxXljMM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Archuleta Maroon</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1b95449ca71a87d28010700ac5011177f065bdd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2303">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anita Baker</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'motown', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'smooth jazz', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">531905</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9e965e81a1d355ed5da0c0f744116d266814d76</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46CH1Gp8l8QVly8bpG9JFG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4701">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CQdVOUWYfEbxhWTgQdUwm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alana Davis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e127e1399d4e91f256f6d115900aad7866aa22e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk', 'folk-pop', 'lilith']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6583</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6498">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'indie folk', 'new americana', 'progressive bluegrass']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oXddLOOjkoUuC2sX1RMdr</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42087</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I'm With Her</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/410926e69459ebb32395288a4e129779765d5b3b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11482">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glee Cast Karaoke Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2q3wY19IBnMHOV0JvPrnl7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10538">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/718ca5bcddc64794a79dbba5c8d517bbc2892cb1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30P3xzhZvm8biWAkE9lp4i</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Phillips</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6090">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bonnie Guitar</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/838ee965610cc64ce00b75e9fe28524816d4deef</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4d2dDZ4kx0YKLfEuSQ18H0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11006">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tcHOE9Dr4ah8Ui3KqcCtE</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">544</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Las Clasicas de Universal Stereo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4470">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11624</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61fc38c8463cd5d76a794b09cd22f15fc2b37d4b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SFVchRRMmFuOi3Azi0vTo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saving Jane</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11234">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ab7dbc64d046da837ad916915e1ebda624d3db9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iamcu Students</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rCaLgCtctzrzmcgQUQf6S</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10122">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toni Tennille</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bccea17e24a0039d215e16aeb13fea49c3ed892</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OJzEgqaDk9vdRhh9tQWb6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9079">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pitch Black</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a61b4767caa0e58c727d4a1b6e820d4d8ff006c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13GX5Ieg1CXiDSKJIJI9iq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">653</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4826">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dsARy2GovWJAHqyFOwLOQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bdc956685b7677adf78ede0609023bcedd8a05a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1995</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U.N.V.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9306">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05m9VGwNd8glcJ2o5UN8H3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67137e81dff36704c0abeb4a5727de74afc0656b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2103</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Double Trouble</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5626">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hoyt Axton</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Qfv2sYwJcGqdqF7UaMZgQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f15ad9028861722226ed59d271faa9fdfe43c5f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5860</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6568">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo classical metal', 'progressive metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39688</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/969c47af6d72f3e80e418c4861d8be448ce36293</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo classical metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oBGGy1VOs6IHOa1ZdUx2f</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sons Of Apollo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/973">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2smmUtWCDv7vOKUnTOXdDU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Omarion/Gucci Mane</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1230">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53A0W3U0s8diEn9RhXQhVz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1596836</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60edec8099691d8973249f3993b292a4a2ead0a5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keane</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'piano rock', 'pop rock', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4440">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4483920e320a5761d09fe33dfdb206c3b57abdd3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elliott Yamin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71049</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4am1I89OWXUzFh4ctRLkdd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11048">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kingbees</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9a7c33e8ff538a33c4d616f6ed9b5ca2b84c592</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zog2iDlr49dG8OOwERn5X</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">904</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10650">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3963fefaecadf6d59892a272c0a6cb5830743a21</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Ivory</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8987</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2umcR1sSgUbGSWhXL1K4UK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6719">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'post-grunge', 'progressive metal', 'progressive sludge', 'rock', 'sludge metal', 'stoner metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">491669</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Dvfqq39HxvCJ3GvfeIFuT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mastodon</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e7b87a0d576a0d4f8402964fcbd1852aa4c5da6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6533">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Woods</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mDU6nMUJnOSY2Hkjz5oqM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop', 'pop', 'pop rap', 'rap', 'trap music', 'trap soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">604250</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90cf2a39c62bc7b872b3aaa16fd4c15d4e1622a1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9105">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vendetta Red</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BMx3IL6RvuBKJfk8Zbm8L</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">screamo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdf7a1c58558569da617af071d2dd1ba593c743a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3132</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2354">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic uk pop', 'mellow gold', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Carrack</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dfdfc157c3c28c578bf0534f77bd73843f2a142</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FFuvdY7fuiuTmHN9unYoz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80917</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7391">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40CfCtMnEXvvCKk8J1DniP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo', 'progressive bluegrass']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Abigail Washburn</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29279e30eab758a9979871afbd9f7c79245d84ec</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15170</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2690">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3C6chBmZ9wzisBhoh8G2nK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25b269c8eee1169fac30bf4f9db04ffc8a115cac</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Naked Eyes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64964</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9367">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c23f81b5588b6301376dbfc1b61db20eb83844f9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5537</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat McGee Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ouMbfyxtInW5wLqpF2nMo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9363">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steps</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183211</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17UkABEasVRlCcIFZ3wHb7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1a3fc0fa39b5903157065ec2a31871c6a97f51e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'diva house', 'europop', 'new wave pop', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5720">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4111</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9899a3d73ff00e838acb677cdacc5839bc010ef</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jo Jo Gunne</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">180M0URr7cSwB94IZToyLH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11042">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CJtufqIUPvUhz6jF4jVZK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jazz Cocktail Party Ensemble</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1f685367295f1aa4fcaab35c70ca27cfa00e5c7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1548">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ot6fEzKvRrCnWy5BWlnxU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">299</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c656e08349af69b5ce3b7fd21be9edae702a7e64</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vita</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6397">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7m4gF38CPATtHrk5HS42WZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hillsong Young &amp; Free</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">648587</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60e6822f2c32c7b161f6f547f9b7cf181ba9458a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9392">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spice 1</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a6c3c32d17ae0c9c7f900d7d897fdb14c811b36</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147946</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hip hop', 'hyphy', 'rap', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TqmaFJYM8SvuhrunxpmT3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4894">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dwahgfAGjIu7wP1w1H8E3</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e154cfb2510a070dca62224bf4623381d9d25221</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G-Wiz</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5318">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pub rock', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Gordon</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pub rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1coQ4GcxuazfjZ0MP9JnBF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9917</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c6a1631617c926d3122b3c9e04f40773f811d0b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7014">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zB02lwP6L6ZH32nggQiJT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'geek rock', 'permanent wave', 'pop rock', 'zolo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0834f01c0ec906ea1fa295e9b5f8515c128d17e5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">They Might Be Giants</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">189646</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4369">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5918</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HsUBJ2C2wSkazmGH7cTvq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stubby</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41faa856c83f306823e245f939ce427ccdfe5202</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6495">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72631</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Garcia Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YTe4dNIoWX3iHX8H4xVeM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk rock', 'jam band', 'roots rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9952d9da3fb6256101c5b7c9b2ca113076a72f34</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5960">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f11631b2e7723ecbdb5a40cf118f74d55cc461fc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Troy Keyes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep northern soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4amyFeBFFIbbe6yq3ODoYC</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep northern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5037">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pajama Party</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6e9JKYVEoR2Ny0bFXjt4q2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3900</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9dcdeec92b899ebb508adad5d1dcd12fbbb44268</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1289">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6O2zJ0tId7g07yzHtX0yap</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mobb Deep</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">854104</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e83f4839a0264a6fa1a464a76e6ad1178d30794b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9425">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c00404c0848003946cb4f8d619c2aba7e037ff01</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'vintage italian soundtrack']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Armando Trovajoli</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PHOUKyz1tjA3vaDPIIVE0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5577</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1169">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144270</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2ad1a0ed40e53e08245801190732cfe53a78c0f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hellogoodbye</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'indie pop', 'modern rock', 'neon pop punk', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GH0NzpthMGxu1mcfAkOde</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4495">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bernadette Beck</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nbjv7avaNDIe51zW49ljo</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1488">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JXL</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8876a23eded4617c119658fdad7e7b2d162ea0f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GyakhIO8twSgCnUFfCzTN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8854">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5912d87515f5e883c6ea50b7359bd6508a2ab68</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Showdown</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0czrRMrpOxgJbuC5YD2jlv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13163</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1574">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139314</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2d329af1480cc4dee332ec5f8af06ad7f344556</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64ovxBmjJ9ZDqkzEXVWpVc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shyne</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11276">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gonzalez</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">677</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/654be4013286df5cb4c1fa5ea22a51e9819fd6ed</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BPupuaqc7AXufhUoyvMrJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4704">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phajja</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a9166574870556509450faa2fe170ae4c5c6a99</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1adRKMcWd0Ek17ANQOaCbd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8608">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'pop', 'rock en espanol', 'spanish pop', 'spanish pop rock', 'tropical']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FZj349hdLfD6qzXkJLuAh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Quinta Estacion</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1235841</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b83727e5f595d2fb7b028897e9d2b9122a8d933</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8030">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1391</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Law</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81041783c4b9ce90f14dc10b9e41c5ed60432ec2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3G6o1oSlFAoxLzKkOaoyhL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10511">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les McCann</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz piano', 'soul jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07tYu4BGrfeogBobCefkHI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15031</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc0349480c3e77f98be51b219ea8a9bc47a87ce9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1382">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Limp Bizkit</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2731134</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4654955890cb62a6abe9daadfd2b3ecdee8036e4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'wrestling']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165ZgPlLkK7bf5bDoFc6Sb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11023">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/413717f3ea40a3eb7b6157f4bb0d84f851224a02</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kidzone</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6i1qu6ITcSL2Ss6qr7Nzkn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5438</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1285">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1qto4hHid1P71emI6Fd8xi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8708b549d4ef6ffb90cd07097db171e2846d96e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aventura</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bachata', 'latin', 'latin hip hop', 'latin pop', 'tropical']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bachata</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2991246</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4124">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b10939db887d3c8bbac4528010941030fe75a920</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1D9gvipi900QNpsgh679xb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Viceroys</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4228</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'old school dancehall', 'reggae', 'rock steady', 'roots reggae']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3195">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UoRKL6kLwjYWQLl6QSHAs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8be1ac68794d4ec579ea57bba67599da62cb93ec</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod Hart</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4488">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van Zant</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21659</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZRkCThyw6syuSOAGT7lY1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e84fbe3e2f843e3399fd350e6409b2a9ff3d39f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'southern rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4717">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Company</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0f215f739c39d0321f47eb5518055835b94c095</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2643</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EzxzjKMVw35OI2zAll7r4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9343">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5w9WL4qyKKLHydMWm1rXIw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/004d37defd03fb4e677010bcad7780ba32c487a1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pastor Troy and The Congregation</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3303">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a76f8a59657540cf3359a29c453fb634ce2404e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47fxSsneKsa21U6GhzdQjj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.A. Carpool</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6323">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74NBPbyyftqJ4SpDZ4c1Ed</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Morello</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10adf9c861d4cdfc4145c4c26eed879e7df49cef</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56574</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7571">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Jgf8XBIsOlXS1XOTOwz4A</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42986</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/755aabcab55a5465b03cf35f8208025e08aa1dbe</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'jam band', 'modern blues', 'modern blues rock', 'roots rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Robinson Brotherhood</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6806">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">581653</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ab-Soul</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eff7433105ae6f6ed6ffb6b03d46aaee8d6811ae</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0g9vAlRPK9Gt3FKCekk4TW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9487">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">OMC</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/279952935dfbf8cdb84a82dc8a3a05e36cd71056</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nz pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10693</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vdt8TD56jjQfmxFCmhubX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nz pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8611">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60e57315c6b285823b1f20b2605157203c1ab3d0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36pp9WbnrSk93OCHZ3rCf4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">stomp and holler</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Perkins In Dearland</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3113</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5538">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grasshopper Pie</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oUAPMxezMmyEFEbbnTm8r</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/566632ac783b025d1fd3bd6605650799f11c02b1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1880">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46472</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sophie B. Hawkins</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gdIwZY6Q3RXhDteYr4ZvC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdc3f39dd97e4d69fc4f53d5a0855e0488503391</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith', 'new wave pop', 'pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11472">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39779</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09e02c4d343c330c6c4bc0644f15f4bc8924f5a6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Norman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Pawr6MMX9VBIQ9oUHg7jc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10675">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51944</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grant Green</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45a63bb5b7f4a0b9f5c1fcef3a37df3c726a24a2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz fusion', 'jazz guitar', 'soul jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dAtGAnHCQ1ujMUZ9Ep82k</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4771">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XzQc5fLTjuCchmMFFh16u</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Qkumba Zoo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1ede33125bd72d9963c17e03c1aa5062b986a6c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/983">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9342885</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['permanent wave', 'pop punk', 'punk', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6a3f82183adb83b6e47cb22afc25724b241d038</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">permanent wave</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oPftvlwr6VrsViSDV7fJY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Green Day</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7814">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YI7PJwny5JsO7djczHwhP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116152</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02d67df3be82c160fac76d2c3a8343a5b950c158</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jarren Benton</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'deep underground hip hop', 'underground hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8292">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1f4de07aeae1e526c5999cdc92aaeb4e92ba458</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'experimental rock', 'freak folk', 'garage psych', 'indie punk', 'indie rock', 'lo-fi', 'noise pop', 'noise rock', 'nu gaze']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">No Age</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33747</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72acCeElLYGL9nBHcZzX1h</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6574">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UOlRVifrFdQHW9qu5ep8t</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tech N9ne Collabos</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202743</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'pop rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf3f84b9b6002f42477ae4e1f9e0fc4e289d2119</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7828">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doom metal', 'drone metal', 'gaian doom', 'post-doom metal', 'post-metal', 'progressive sludge', 'sludge metal', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mO0JGOATH8fVHvgCdZsXh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kylesa</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doom metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2cb3235131de64b93f140d2112a657c9c49bb2c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55129</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7930">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504guvNAUQNp7JTC6MK8nb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christmas product']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christmas Party Crew</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christmas product</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/773115160f8d7e3f77f0f354beb83f5c0165f286</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9574">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-indie', 'k-pop', 'korean pop', 'world worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MeloMance</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc015e772778f47e8a47cbf72ce1a0cd5d80cc6e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6k4r73Wq8nhkCDoUsECL1e</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32509</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7870">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/696ac232789fff12c8e4d89028272804fc0d67db</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep ccm', 'world worship', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75748</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep ccm</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1D0eJV6n9INYqsRVhFoLZI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Misty Edwards</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3080">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a04e29693ab3b2a6fb4c49c78fe67235db265d1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TGTpu4g8siFOIctZuQO7y</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68988</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'hi-nrg', 'post-disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sylvester</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4775">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7d6UVb1wJfBBglIebDp5Cz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">187</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Javier Garza</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5203">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ABMd7ky6OwhmrnXjx71iJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">434</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cool &amp; Classy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/987bbddc41ac2d0172347689b8f32dba5a242bf1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6287">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'indie r&amp;b', 'pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57LYzLEk2LcFghVwuWbcuS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Summer Walker</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">443227</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67063c5e3c7d6619ea59c3339e32f856afd9c48c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6941">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/306ffd46a7c4aaebcb181eef38bb963b2fa835c3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lexington ky indie</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170759</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68tKVjVvcqUfKFFLr2j0Ek</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lexington ky indie', 'metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emarosa</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3285">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450o9jw6AtiQlQkHCdH6Ru</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfd7b11d97bc9159e9d085c5fd925b70cd192178</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332436</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'funk rock', 'p funk', 'psychedelic rock', 'soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Funkadelic</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9493">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13UhfW7GPizrArBwq7ugps</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50899</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Mullins</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'deep christian rock', 'roots worship', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53999aa1d856d80d96095b2f38755e88dd3aeac3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1947">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Cd98zHVdZeOCisc6Gi2sB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/928c2ce50b4e21ade812d62325049fac368f17f8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111741</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Technotronic</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop', 'hip house', 'new beat']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4432">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Studio One Project</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ncR8tsQPm6Jnj5VHHvVmr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cbd85848c5e05116e08c709b9c6c1f794e590960</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/627">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d33167ed2e5210c3199b5cf8393c6cc3740d9bd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212484</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KONGOS</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58R5LHkK3vkmEyGUPOR5kS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'modern blues rock', 'modern rock', 'south african rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Ne27a84f171f34472a4d43db5c8cd0dd6">
+    <rdf:rest rdf:nodeID="N294b6e9657d14c4f8a1584a88b4f6fdf"/>
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/main_genre"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22a5f3d8c42bc7cb55215eb1627e429f54ed0998</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7368242</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26VFTg2z8YR0cCuwLzESi2</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Halsey</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'etherpop', 'indie poptimism', 'pop', 'post-teen pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3944">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'rock-and-roll', 'traditional folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dedWAqd0IKTdCiqiadUrV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed12d074003a37777485b781b2275e2fa79b380c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Seekers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71954</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1843">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chaka Khan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">746759</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mQfAAqZGBzIfrmlZCeaYT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'disco', 'funk', 'motown', 'neo soul', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c772d0950c5b1b9a0d867980c4b86df665cda9f0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5910">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">754MJLtzkbA0nNvpB2pUvy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c51a0a5d88458651b99a29dc0201b489d85b3c2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max Frost &amp; The Troopers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">299</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1151">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bea4d41a52c39970ad1f20d8b0ee980c71eaa583</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68891</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MiMS</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76RrKpsvOmSKG8CIjROdSG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1982">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'eurodance', 'hip house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93504</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C &amp; C Music Factory</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b255eba0cea076c5f18460b7fcfb5e1488aeea70</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7krx6UBDKLwE0q3s3fesqF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6847">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bce31823531ac0f2e5f0e08d8e52c357a44ef08e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NOFX</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">619329</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'punk', 'skate punk', 'socal pop punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4S2yOnmsWW97dT87yVoaSZ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5021">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae1cbf34095bb391d492a43313a3ad4115eadd64</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4384</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiana</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PMLvzy0RefowM1e2YWhWe</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6395">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'melodic death metal', 'melodic metalcore', 'metal', 'metalcore', 'nu metal', 'rap rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DevilDriver</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79el7mcHYhXYW3Zek21i0L</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aab7a925999d46d69f88e2a6a03577d20d33e11e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266780</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2985">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fantasy Love Affair</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NVwD8jMoS5VQNtiPzcQrW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5484">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QgPujizVSaI2sTn1vuNQ4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/288938b40f15d866371bb20fad0217d47422193a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lake</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">565</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9760">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trumpet', 'space age pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trumpet</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36qxqKuaIzIOC8tLgTy02Z</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5905</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0aabd2800fefb51bf16ecac4245be89a247a86b0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doc Severinsen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6247">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">111</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdacb18b688d2d1de488b7ef17897f1be790c032</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scott English</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0o5Y1P7CE982DXxW28v3H8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10502">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Courtney</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RFrsBREf9hotr9zNeIoPD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d261b1d35e30b3256f38da1aecbd169fa1b338e8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8186">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bd205b6a770e5e8161de457fb9e345a336efece</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Rock &amp; Smif-N-Wessun</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3YdFHML4Yf5xkTlZ9dhy8K</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10047">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4543</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'college a cappella']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">University of Rochester YellowJackets</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5adbd1c15eb9567767b4901145ba6c4cd94ab99</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5PdBpsZXvnEbbTe1589fMO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5656">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean Shepard</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11062</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1baa95d7a8628bfd87d142b07531231ad8fcffc3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lQuLlW6tYv1nm3nzyJ6Ty</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3265">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90b30003b6b0499e057208fced7888f1c4381e38</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72ktMty33X1LsIzHdRr0U5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Scott</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'smooth jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15890</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11119">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-pop girl group', 'k-pop', 'k-pop girl group']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-pop girl group</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TWICE</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3706376</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7n2Ycct7Beij7Dj7meI4X0</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69909e688cd2f3cf6a57eba5a31658260fbbb156</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3577">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Jacks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16AJvLZdw3lK1VTBrJjEt0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7519">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trancecore']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157504</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/360bbc383947330bb6960d60f49cbabd5ff76527</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MM2Na1OX5kh9QjazXBeIN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trancecore</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghost Town</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5347">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TOvAjOdz0YBx2wVRlBvFA</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28711bef47406f3ac2ede8cd99dfe0fa77726c69</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6052</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russ Ballard</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9309">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'nu metal', 'rap rock', 'wrestling']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Union Underground</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0e9aab972cdb4870c0e6f9a8b8f474f99b3956d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55747</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54akiBa0DkNM3qkhnGRflb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1766">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">H-Town</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21gGD9dUby5ls0belA1wqZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394789</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55afe47f2ca8cc2bd69dba78b87757924e0eacad</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4579">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">milwaukee hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['milwaukee hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2416</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nK08sVhhZ5JnkFaRvNrmB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/996df6b3820ae64bd65d91b55b4419d0f1439237</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coo Coo Cal</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8200">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EMSpwRtkvUTxfB4aS5xnA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/155a266b94b625ea3cdb0ac1b2d9efa6dbce032e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101564</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'experimental rock', 'freak folk', 'indietronica', 'instrumental math rock', 'math rock', 'new rave', 'noise pop', 'noise rock', 'post-rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Battles</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11218">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e65732ae1c821ceb9e1491a580ea5596bbb5361</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3994</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shifty</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gk1qtgjN7573QTJca3AqL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5079">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdd938a6354721d2273974c4e4d294f1435a73c5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aO4PS2vHHs4n14pMwmadH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Gallen</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6061">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21e66d22e17bd1a35a389f24b9f775dd39b91d45</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Bath Time Music Academy</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">454</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4niUNmZ2jCvMB0ByVLztXx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/71">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dierks Bentley</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/579d55c439738a618c53861cfd3504666866db02</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7x8nK0m0cP2ksQf0mjWdPS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1904205</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4546">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2518</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe154f8416daf7545bfe9a36d8439300217ac16d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77lZwVn1U7L3e85XOdx7JQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boomkat</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6551">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami hip hop', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1638503</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74bd6cfd1306c4fd249359d8545f77c9f87ca07d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smokepurpp</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21dooacK2WGBB5amYvKyfM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10465">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evanton</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63grYd7kUnIKfpLWpmOl82</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7db4b26532c0d734349be9d7bbc560f2f28688f8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">820</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['retro electro']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">retro electro</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7138">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02uYdhMhCgdB49hZlYRm9o</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339506</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9084649cb287a4cd52b6955fe9f5dd647fc4e431</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eagles Of Death Metal</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'garage rock', 'modern blues rock', 'modern rock', 'rock', 'stoner rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7680">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian deathcore', 'christian hardcore', 'christian metal', 'deathcore', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Impending Doom</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian deathcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64250d42628c8e646a78795ea03fee7983a5b5e0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sxW2BJTemkPy8tDeO1s0t</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60670</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8917">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Fw3fZ0E0YfrIiiA8Bj4OC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41dd5422d56d86074cef318b47eda0dc779a1cd1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rosie Harte</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8892">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/997d96759f86a82b7243ea7d148faa7b75d680a4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16945</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Change of Pace</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'pop emo', 'pop punk', 'screamo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3eJxobq5MS9zYVjiZs5bi0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9301">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3a41a96ba64f2aaa517179fea22253add48eb40</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Nm2nMXn831d1DJzRWGnAI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smut Peddlers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">794</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3639">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313150</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf943d479f305acd31a977ccc8c17643ea51c3cb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'brill building pop', 'british folk', 'british invasion', 'bubblegum pop', 'classic rock', 'classic uk pop', 'folk', 'folk rock', 'glam rock', 'mellow gold', 'protopunk', 'psychedelic folk', 'psychedelic rock', 'rock', 'roots rock', 'scottish singer-songwriter', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vLlQYujOujIrm7zAKzEdG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donovan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4578">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZdpVhQMRoWB1w3fWJIAoM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chri$ Byrd</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/639">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OjoIDVPQKT9B7loZbPEfp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['axe', 'baile pop', 'funk carioca', 'mpb', 'pagode', 'pop nacional', 'sertanejo universitario']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">778224</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">axe</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Claudia Leitte</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/acd2c342d3d0f51bc64b1d1ca4378a37b14acafe</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8071">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36623</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">God Forbid</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'melodic metalcore', 'melodic thrash', 'metalcore', 'nu metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38797f841e0a8f659ccc688ec90c3d74b859c76c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OgQ0tvf2ldbdlm8sXyx3M</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1593">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U-God</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0G070wUUUBptmqGEKAAUVx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38d6a9c7efe44ad0bb500a844783db9e39ffabca</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48894</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9697">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7bdfc856ae9bf04ad7c93e2471ff0c660ef8f8b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FhfezGfDiRAGxIXz4qeKl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nemesis</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1433</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2641">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katrina &amp; The Waves</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TzHIUhVpeeDxyJPpQfnV3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/733bf3eb9178fd24dbce4a9a5ec64d0c870ea822</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33232</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5640">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2c9hCQXDb2ciXrhTbhzVQi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Backtrack Professional Karaoke Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/446b6d7a2395eed5f12cacaa086234c1c25c6746</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">619</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5839">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d248091727422e079e40bcb5d4631dfd4177aa2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Willie Henderson And The Soul Explosions</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Wv3XjkXdPTv4kzRIenuRr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8081">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'indie folk', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55962</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d85707a0d44deebd20eb46a83f3a3c25b9a9ffd4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33szNKNcVX8x0jl8X7hxHL</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Good Old War</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4688">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cTL8IyMugQHH3lUQnGfMa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4 The Cause</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">678</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5111">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timothy B. Schmit</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VbrivHnDf4Z43xPTgqvym</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17417</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5889afd11872742cf876cb133ca414a462936a59</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/278">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3988987</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pUo3fmmHT8bhCyHE52hA6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f89cc80699e363fb2f000149e071b33c821fd149</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liam Payne</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6506">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13008</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedienne', 'comedy']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathleen Madigan</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bc229dbb2209176f5757ce8e8ca13848add7402</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedienne</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pA1nRkXRM0pzpZ5BhTcOJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/60">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6860517</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ellie Goulding</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0X2BH1fck6amBIoJhDVmmJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electropop', 'metropopolis', 'pop', 'post-teen pop', 'tropical house']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d2f58ed590582ac66df4a48708019f9d28f2cd9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9457">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'breakbeat', 'electronic', 'funky breaks', 'trip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Z7thZHrtFvqp8OpPffPKp</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Propellerheads</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63723</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6b24e7bb959dc4a78c161c390d64ef3430a8c3a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/743">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08bce8ceb58de0331e364fa201e31754fe831385</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arianna</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2679</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EXJ8NNRFsjxtnqErEZ2jv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8329">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Great Big Sea</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian celtic', 'canadian indie', 'canadian rock', 'celtic rock', 'nl folk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94f18df1b7ed6c05874035c54aa0efd618726d87</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian celtic</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55682</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GxOdKrtD5oUmQROcCs8M4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6413">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'electropop', 'folk-pop', 'indie pop', 'indietronica', 'pop', 'swedish electropop', 'swedish indie pop', 'swedish pop', 'tropical house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1224881</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eebaf06a86ea9b59f8701fc95c5d39e1b441608c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6oBm8HB0yfrIc9IHbxs6in</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lykke Li</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5457">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AzQ1gkIemfDdV8sze29zf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">551</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36d75573bcc7fddae4106fa287f713fd2c9da5e6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wendy Waldman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2533">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d192241f8d790091af097a62eaa28a9c23ce8c98</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jVeqi3PNaTOajfvBa4uFn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273955</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thompson Twins</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7097">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slipknot</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'rap metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05fG473iIaoy82BF1aGhL8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4830414</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7958184e76eaec48937485e75d9f7e6d26d097f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4474">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Q9nxD19emMUTTWtFi7jZc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161087</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Afters</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'christian pop', 'christian rock', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8aa7a5320f4955ad8eeb21e5583e204e33e50586</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/44">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8801807</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lady Gaga</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea76c82c05174105751f850c8a1db426dd03aa78</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HY2Jd0NmPuamShAr6KMms</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7873">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap rock', 'underground rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68048</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3d20abd03d4fa5faed38a0ba56df4b476c30721</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30QbUq31PEXAT4QFYZyBAM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swollen Members</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6789">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TJB3EE2efClsYIDQ8V2Jk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elbow</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">323995</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55a75bebe759b198fc402b2bc80490d0b24023fb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'chamber pop', 'indie rock', 'modern rock', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1280">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P.O.D.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b0147626daf81e68cceacabcdd3ee53d4f2460d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KO6G41BBLTDNYOLefWTMU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'funk metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1028004</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9786">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e5a332d19538b24267b2b3032fe95c008c5c414</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MNLhvqJkWsO6tcjY9ps62</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2763</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maude Latour</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1861">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46103</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'britpop', 'glam rock', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spacehog</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03c0fede1dabdc0111de0a11f96ca536e6cc2db3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NZE8jDD2cCzd4vUyZ5CQQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1150">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'pop rock', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6BMhCQJYHxxKAeqYS1p5rY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">947875</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63a598d126200b22680e8793edff9044c1e86ec2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hinder</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2742">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BoRxUdrcgbbq1rxJvvhg9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'australian dance', 'bubblegum pop', 'disco', 'hollywood', 'mellow gold', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483582</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olivia Newton-John</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9c4bea41f06c1be30efa9e06cb6e1a07f27e3f5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9657">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmie Vaughan</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc1f795d5e630eeec7b7c2f30c6059770d6d38f9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64286</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gPGI1vW8TOypARV9Ykzae</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues', 'soul blues', 'texas blues']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4915">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Apache</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1213</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jersey rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wkLCYoVQM3WuwsUUaipRj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4782d4c3bbbbbd915b642fa3a3377de466f868e4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jersey rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2248">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3a5a2bb529dd60a3a871a7958d395c9331679e7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66601</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BMb6sQJVkmUyCuodmRs2g</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oleta Adams</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3726">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tim Hardin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'country rock', 'folk', 'folk rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39GVRVaqlKh7JL8Yl5ZKcb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19130</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f261fdf97f3afbb46df899eec9ab9b23ffb2bf72</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4006">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flamingos</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iygtKnPG7TRvDaTYcLOd6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27240</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e2dc722f00efff50bb81d37ae785963f3e74279</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4384">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol', 'neo mellow', 'pop rock', 'talent show']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SQxI8xg6LcSWL3KuGVHLa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176915</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90628c82eb85bb217d8820f7963b9852a6935be8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Cook</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3435">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a3b948f681c8cb16565e56131505808960b04ac</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52043</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZUZYvTkSr7kJQyAXVpqaL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid jazz', 'bebop', 'contemporary post-bop', 'cool jazz', 'funk', 'hard bop', 'indie jazz', 'jazz', 'jazz funk', 'jazz fusion', 'jazz trumpet', 'soul', 'soul jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donald Byrd</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid jazz</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7753">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c00b9bb8c17e4c1fa69df6e6afd42a8a8976136</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'british singer-songwriter', 'folk-pop', 'indie anthem-folk', 'indie folk', 'irish singer-songwriter', 'neo mellow', 'new americana', 'uk americana']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foy Vance</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bUqnkrDrb4f7rqmDR9yDu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130273</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/107">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db35f97fba5e334b8a1a10285e8bc462c8b89f12</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">H.E.R.</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Y7RZ31TRPVadSFVy1o8os</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1664803</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10741">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MvALt8iV68Bc0nkhPZrW2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47e176eeb612c5decba884e5e14708a5953f9af4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Purlie</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3175">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e0233684accecd03bc23961b0e6c866b1e68fd91</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2o9c2U0sHi0yM1h5TwmXT9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Universal Robot Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1166</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4526">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d6123ce965c699488c25a989201ce33cd820d85</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">belgian dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56657</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25Kw8f1zcn9VtUk5Nl3qrp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['belgian dance', 'belgian pop', 'eurodance', 'europop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lasgo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10907">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09pLQWnoFniHMLJXYdpjfR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab26009d53df0406dce8d1879287e1ddb544d675</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast 'Skyscraper'</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4708">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9726</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olive</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0r2TmTSwK6XAhAxNxTDOb4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c2c207efca4a35e658681154db4fb929984f6f6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2432">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b299463abe626d9297867d0ef43d1c4a594be7de</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45054</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Robert Cray Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cAtGdArQhrU7tTBoeWY3P</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8383">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">London Promenade Orchestra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KHCUrhzbmGUkp9mZhQMhZ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3094bf0f64cd7cbcad9e40f7e1e1bd8f7776fa48</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1784">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3dcb2a123390786e576c7ef890848686f9c61f8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yiXkMbxDIZ3jgEG89NSC1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wynonna</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">189209</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4249">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">364</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gcSuUUfdsSujQST0J99d8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Galaxy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89ab21812c02b5fdce55d7e3488e173ee451f638</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3537">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Goose Creek Symphony</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8b84b63b2350f8b0cadbc6f97116aaa6356a48b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2666</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70jJ6lRcZAXn0cnfR3GLpL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2922">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05YVYeV4HxYp5rrWalvuE1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100976</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'smooth jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40f39e48362c76c3c794a28466922e0f405d7b4a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grover Washington, Jr.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9478">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7de490798ca9148ab4922dc0fca76cb660f4ec93</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wQuMWSrWwc3R7vNWh84k9</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">602</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kai Rosenkranz</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5707">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flash</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4adMMJI7fSSinRx4ymNnwY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f795062890cb8457496b17bf4b499c1ff414ddba</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8519">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16621</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Between The Trees</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'neon pop punk', 'piano rock', 'pixie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M6SYbj2q4kUUrz9zKVqKZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e64c5e044506d2ca7510faba3ca40e1dddf8f4c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10301">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient', 'compositional ambient', 'drone', 'focus']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36ac819315d23dadd95b86cc582333606d1d898a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sylvain Chauveau</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16364</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IfkFoyLbsgahVvNfPnV2y</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7319">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0wLTr1d2L3786ukQkTbVSn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0de8fac9c9c3158983e29f65f6c06d8e4cb2b27c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lynch</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5943">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TKZSf5u6B01KbQizymC0p</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3ef3101a514b190ebd1beefe2ea5f5aa09a2d7c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene &amp; Debbe</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4793">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelde</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">670</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dakke dak']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L4Dstc4Xh8TCefGSiHGyv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dakke dak</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90bff41b345147e918fcbfb70b899da6e05b1bba</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4352">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e8c7ade0fce6e74dd313d3a2505bc705170ec5e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339273</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shontelle</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M6Z1wubeKtwPqbjJygTOc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7847">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c8ce3c1fb30200a1cec6789335bfd995b27623a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Keifer</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5029</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13DH19VTv78pK41rFBOs2U</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4072">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pNfWWILVcCkm6c0bbovMD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">197</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fred Hughes</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/125">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taylor Swift</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22390304</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62b33d12e2b9a033cf77585f6e3d4b2c6b3a63a1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06HL4z0CvFAxyc27GXpf02</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6514">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">First Aid Kit</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'stomp and holler', 'swedish americana']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">847769</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21egYD1eInY6bGFcniCRT1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ffd8debc574e5514b0833b757492fc0509546a6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10226">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Red Hot Strikers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af03eac09ddc43aed532a1889311ad047402b257</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jN1FN0Gc8gbD5zjM5cit9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10809">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/690fc98211a6ef3910b1b1381034467681ba92d4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VsnsidRkNra032fmZULdL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grandmother Miracles</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/409">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indietronica', 'la indie', 'modern rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AcHt3JxKy59IX7JNNlZn4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">473208</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fitz and The Tantrums</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ff6eed0fef07d0d6a70bfbb5e9f9f6c9e68224c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8510">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a804d3b13eeebba0040d33079164c1bb53ddf519</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smile Empty Soul</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176053</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KEUVZo7CMTSJoM8doulOT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10204">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass house', 'drum and bass', 'jump up']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KiNUGL3r0GgyLwqYCY1yV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6791e456cf19db2873d4a1b19c90c2ce3fe38dd6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6853</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kanine</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10812">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Fiddler on the Roof</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6avpeg6aLbWylqMO5Ah79f</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c75808abab3a6bbf7dd4ede0a86344ee4479030a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1501">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tCtGc5vt29zFZp6KXzN50</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b2362d5b249e25e9407def35523332fa702eff1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'philly rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beanie Sigel</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286986</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2018">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'dance rock', 'madchester', 'new wave', 'permanent wave', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">605941</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Morrissey</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iTsJGG39nMg9YiolUgLMQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdbc12a6b10dbab32ed73d4979183e95f46ebeb2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8879">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tego Calderon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1354642</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SUT1jjM5hzZj9TLfLZGIP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b4ea035c847b7740077f07969c751c88e44dda1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6401">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Record Company</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'la indie', 'modern blues', 'modern blues rock', 'new americana']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vYg01ZFt1nREsUDMDPUYX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c57f156c86497168de04c6eb895cdfbc0431e60a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62190</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1101">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tay Dizm</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['florida rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">725</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TmyW7nE5HAbg23fG7OOGJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01af5ee9d70fb9e17496fba629560c7cc884c4cb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">florida rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3744">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Dorsey</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83993096cd152dbfec3804c3411ec8b98100f3e4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'new orleans funk', 'rhythm and blues', 'rock-and-roll', 'soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22016</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0En4EEcDMJ5kaUCf1aZ9js</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3048">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jones Girls</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aHa6IZwZ13FoC5AXFkCSh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'philly soul', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0838e388e0605e2108d70573f247897849951ff</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44115</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4984">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06084dd5fd717e63e08e4f760144698505a487f3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l0XyfQLHoWFvINcSaSrSx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Washington</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">123231</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8356">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Leon</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd6ded5249f44d31cf1d02e0a04a0205bba796a2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338qSR0l606JnzmWTEF6kq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6632">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steven Wilson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffbc61c0554c8f6243c9db42ec4091d9c2bf51d8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4X42BfuhWCAZ2swiVze9O0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">204156</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'progressive metal', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6916">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ghvu1VvMGScGpOUJBAHNH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'modern rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'rock', 'sacramento indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/662520c52f6295e66124f7fd346204a2c08f4e4f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1382764</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deftones</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9072">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damageplan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fE4Bf0MM6lMJpHiHniPuW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104890</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b10acb6e69308e3424f2d4a017cad2282eeb6e2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'nu metal', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10558">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7K6uzGVLZGSNTjqLIdlyNE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cycling Plus</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e150cf0c2f830e2f54f61a5ee9f4e4240e27bac</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2355">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db74da1373e8962671878aa692ce010e7dd4816a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kObWap02DEg9EAJ3PBxzf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">394511</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Starship</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3056">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'southern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Marshall Tucker Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">367696</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59QxeZBL6k9L4oJBGSyukd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48fddda40516d6c3d7b83fbad08a417abf0df70c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8794">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scary Kids Scaring Kids</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd40a75cd3e0eadd07ce8ba822fe05eafb2419c4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103554</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cdos5vq3wSUR8mEvMiqq9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6103">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sharpee's</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54NGQJ1QZRXeavkKQ4xLMT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00149ffc2b71e2404be43f26845ae296ade02e1a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9708">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max Steiner</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3llWEEOW2xNfiKsXXWjrwl</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5002</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98ff147af1f9edb211013407ddabf6f16cc11e3f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8971">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dark new Day</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4p4w7caKUrj4emHsdmSToC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard alternative', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8580601f9160edb21a1bcf859e3c4916051bfad5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30117</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/170">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tmwSHipWxN12fsoLcFU3B</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manuel Turizo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e1ae0a54dfd7962c9996ee4ea69c39fb2ecb271</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4277732</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['colombian pop', 'latin', 'reggaeton']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">colombian pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8271">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2a607c648b0b8acda3fff2c1110410e588cd627</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John P. Kee</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103763</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WVgChZY3rEyeHd3aljzNl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3755">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fa24a925064ce0fe2f3670c6364064cf0f1a48d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bp2mrTNmrjp69DS3EKL4K</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">725</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crazy Elephant</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/858">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c592e48830138d074010cb68abd6d31c6d6a96f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vicci Martinez</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sxu3pxg9icRUHpyWpDxz2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7238</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1654">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12mkoe71zJDWs4j0rCeXGR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'southern hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Troy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18661309179dfbeeabe2466a387be7f12bf45371</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32113</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4205">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Q8zdTu3R52vphvlTVB7Qb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">510</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Karaoke Studio</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86cb34ab41767559a66b4fe6511aca657df9b695</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2867">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'candy pop', 'dance rock', 'girl group', 'jangle pop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'pop rock', 'power pop', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mG8HHQ9S9kcbjcrb5N1FE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5506a4ed9d4abd277f4eda5a92239dc68073d46d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Go-Go's</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279495</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6512">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158360</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'pixie', 'pop punk', 'texas pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waterparks</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/244325428e9e985df764643623c899719a253aa5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QaxveoTiMetZCMp1sftiu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9056">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LaShell Griffin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/109f51596aef0ef011dd7214d7d84314510aee55</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eEi0SQv2GyHIAXdh7UvgN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6284">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0E3pLs4jXz9tDQGY8m1A1d</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaydayoungan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251806</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2043d33933dca99ff4470fc8dbd67876881cf5a3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11259">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0C8mWpzb1E9HuKCJFpF1If</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7aabb2e3069807819a47f62deab4859cc08387f8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heartflight</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6701">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'dance-punk', 'el paso indie', 'emo', 'garage rock', 'indie rock', 'modern rock', 'post-hardcore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191582</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">At The Drive In</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/480abcd091111383d44188bfc4396bb72f1ccab1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5E2rtn57BM2WPjwak4kGd5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8406">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IMAo2UQchVFyPH24PAjUs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1788451</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'perreo', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jowell &amp; Randy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b60f58c69b9d18ad55b4cb8f56b49cced4a1edd5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7334">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">She &amp; Him</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">333124</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'folk-pop', 'indie folk', 'indie pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d83870c86c16e65a762a477d6934574d2ec0d6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CIRif6ZAedT7kZSPvj2A4</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10331">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tkgLX1wdWoOu2lyeQNYAi</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mick Taylor</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9492</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e29ad92f393de64e8ceee8bf260fb0d6f33d5603</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/141">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/afc2d276d9c1b398d4f1048c20584f926296b9c0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KCSPY1glIKqW2TotWuXOR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">P!nk</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6889105</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10119">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85aa66f51427387c041cc3858182743bc958ace9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2OO7edIHjX18B7r8rwksuS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manna Worship</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5548">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90d30f30d0c4e696d86ac97768a997ec1b60315d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fool's Gold</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sfvexGamX9bjte7lnpty9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2189">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f57dee53a65cb390d87f48cf8fdede8d7234cae2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18230</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisette Melendez</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EHBN4iYnUq7kLpfEnDONk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7640">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daley</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c1a6526b89ca4d4d09ebbe1cfc5a73262a8f722</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13UXMns4uwUrEpIzY79Qgw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65643</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4091">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1171925</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'british invasion', 'classic rock', 'folk rock', 'hard rock', 'protopunk', 'psychedelic rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c1a0a0a745e44fc0775a3e82c10eb53ceb072ee</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Animals</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ICflSq6ZgYAIrm2CTkfVP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6388">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1255ba29da9c6f08caa6f4d17e5a40850271685f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">418306</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slightly Stoopid</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MxlVTY6PmY8Nyn16fvxtb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion', 'reggae rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5069">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7568</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IDifUtaIPK4yuAiq5W2iG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holly Johnson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/770ae7e8831b3fd709ea7df8300e61e1ab0d431c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2853">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60df5JBRRPcnSpsIMxxwQm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otis Redding</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1362476</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis soul', 'soul', 'soul blues', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ad89c805aff0fb76b01b6b62b39e21fcd8943c3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8902">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12392</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BLh5cn4nqfqoVUREx3hLj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c1185063d4e35b1af30215ac40b887a05d0da87</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Golden Smog</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'jangle pop', 'power pop', 'roots rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4033">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11051</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Kidd &amp; The Pirates</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52y1cRHUkI0kQqIXCg6JuZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8573188b124111f25751ad91f9e8c02700f25e2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/358">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07YZf4WDAMNwqr4jfgOZ8y</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7004942</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Derulo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'post-teen pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/300b459748ce4d11ce1e222eb3d7dff8e854d6da</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7907">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159103</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Capital Kings</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d56b1916a26304cc9aa25453c1321f53a69faec</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3lTIrl4h1Vov8fDaNqXUof</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'cedm', 'christian dance', 'christian hip hop', 'christian music', 'christian pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4576">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/625f7b817f1050e8c63f1adcd1796210efc9d937</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LlPal5iJGcCWwZp8VefVs</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City High</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18885</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9948">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vinnie Vincent Invasion</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29254</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZUP9QmHAppM2vfpknkvIF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf8a0dae9b39e584d631bbe4862dee9154e02b7d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10366">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zZfDVGDSqHQTeITZzJRqs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">815</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11d2f89dd7f4d62423cb234d931761bc4def1584</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U-Nam</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/856">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36352</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ppkM4QtM781APpaX7H9t7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1deb0e9d5ef400b6c3cf3c8d1a0ebdbff5cf864</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dia Frampton</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7867">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nXyULtoL8k7wP9l6kg8Ef</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'soul', 'vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01b5f4f501f075085f00f80206e6a2ae1dfea183</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madeleine Peyroux</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247608</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7000">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26bc0d824bf29b2d051eefab95dd9341b49c4e9a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dtBKLgPO5xCZqyvqNUjXW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rides</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4153</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1340">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Mato</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2031</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tG3OtnzCjdbL1ZVkDprlS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/762006dd4cb031d60322f733e83c3805bf2f9b1b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3351">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b58bac8a75af5fae9aac4c5e23276a5ac000d76</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prelude</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FgVVts0RSNpmu1IQNJ4WJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10117">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47Hz08G9IJkP4h9ogh2UyB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby &amp; The Midnites</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0eff74bba3372f27b58b5f78098a6fd99e16ffec</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10375">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32759</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">U.K. Subs</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wsg78KGu80m8Xk37PY2uG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">oi</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c65daf7fbac1f15e744c6da80783e6be5ee5be9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['oi', 'punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10624">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zanzibar</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1284</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b63fde13a70ad14a5259fea89595b3ec63b9aa60</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FSgRdZPWQynYnMTYbK4Ui</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1565">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49FeZO3eSrJs7oH7lYLU1r</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1eab3f6e306171d3c6ea9e1c6e87583043221f4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelly Price</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">470448</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5970">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">700</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ray Charles Singers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4803625a04f3ed1cc795faca32442610d4bd68b7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FbG2PIAVFvzszwgz2QuOL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/58">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5079187578650ea27fba00480ddf80182777fda</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9615219</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YGY8feqx7naU7z4HrwZM6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miley Cyrus</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10017">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1208</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Taylor</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bc0e94d4e276c9ce1feee82e35c357cbcfcfc1b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PPMU9qWa1nt4O6g4wtZj8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2066">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bthk9UfsYUYdcFyqxmSUU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'rock', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1264824</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc544c27be5e8b1f6b555ee3e9ad14e4be972a18</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tears For Fears</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10791">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4984ef5ad9aef3aa2193d153e68209be8f9b01d0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6f1OLKvr06mLIFI4UQaV8o</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweetwater</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3594</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5536">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Handy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1297</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/231fca8d83fde1f6e0bfecf986980cb55824575f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz saxophone</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz saxophone', 'rare groove']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Hl3dCaBcrnvBAOMAW4nJR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10519">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'kirtan', 'meditation', 'musica de fondo', 'shamanic', 'world meditation']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mirabai Ceiba</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53648</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b23d88bda1030e3afc59d90a4a4d8b49656bf2e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qBg3GRK1U9XCkJ9JabBt3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10635">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Percy Faith &amp; His Orchestra &amp; Chorus</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af065ef01cbc441a03dea35d5e077f631f6c76a7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1s8NQxAEct8j8JZT05CIUu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1021</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4729">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Abra Moore</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4947254eba5b32c85d3c9abad430b1f85839b6e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2287</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk-pop', 'lilith', 'new wave pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Nfj9qeKS8OmfFmOA6K6K2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3171">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Addrisi Brothers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vrpLwbYAx59ca8wYZrYY9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sunshine pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sunshine pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e14c6605e78f541848ef36573174743a70e43bb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8449">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'electronic', 'folktronica', 'indietronica', 'intelligent dance music', 'new rave', 'trip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Eu1txygG6nJttLHbZdQOh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350956</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Four Tet</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f96458025a0640bf1d3c8f764a42ec21d4db1eae</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10976">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american modern classical</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/493347d14b6a2d354fd7f954885b1000e87a129f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n55BzpMYv8IRkyM1UZXMY</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american modern classical']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meredith Willson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8762">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EghvcisxKybq4CVO7rB5t</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/691762e1928b4e4b160160784093308cc79dfb35</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Costa</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59733</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9261">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'dirty texas rap', 'gangster rap', 'houston rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69f8c7d8d67fdb1cdc65f5565bd9de09c6b1ee9a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47782</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' O</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AT9sg0RsOjLd4gfu08Pg6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10177">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a666ebd421872f6599285b578badfee74a91d0e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Johansen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock', 'pub rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4563</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qZdnGoW781UFYTcMpDilR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5234">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['italian disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">F.R. David</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">italian disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GnCucI2uDaYj1j39GFxkn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eef091b185b39aa7d94b207727d0d9b8c8295388</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20694</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10468">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flamin' Groovies</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yesh1QeNXucaDFw8ZPKxd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f4b87cca7b51197fb0f1ed1fb82f06574a289bb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28064</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'country rock', 'dance rock', 'folk rock', 'freakbeat', 'garage rock', 'jangle pop', 'post-punk', 'power pop', 'protopunk', 'psychedelic rock', 'pub rock', 'punk', 'punk blues', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1635">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d990bbd67f3a35bf86d76cec0cabc7afec1e5ce</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sixpence None The Richer</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lJlKQvuM2Sd9DPPyUXcHg</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218796</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith', 'neo mellow', 'pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5436">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cLO4Rp0fb3Ba0qPaGDcVe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/508266b6f73fcc8fd3315d8b661e93649a4f8512</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chanson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9820">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E3FoMLggabsb5cAU8P0lC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72d4452b12cb77c04d01de4a6fb9d216de9ff69a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy Rubolino</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6896">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Green</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be75b21628502cff5e9c5849a723acef15d26961</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70884</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'modern rock', 'pop punk', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hxmHf6CqXsOLWgGXjmr7I</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5727">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">193</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1deb0b77f9b86cea67322f89f21855d6d95dd627</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bSmt7jo7BDkpbViWkaiv1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Potliquor</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/377">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern reggae</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern reggae']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skip Marley</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ryoUS0W8qXokfMxrlJt6O</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65071</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11811ed59012765f0ebc3af772e56062df77f97a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11332">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LjQNssIjReuJSupP3hqXl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shana Halligan</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2017</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce378dc088706b658a590b2d19425ab4645bae94</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8204">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bergen indie</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bergen indie']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa1dcf94950619e67788d306177d9b47f3ffbb83</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Q6X1jqwOVQuclYp2P1bub</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56217</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sondre Lerche</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2190">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15556</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Northern Pikes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BLAzgwe8OzvLOPTZDBCtw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ca97bc8d3a506bbe2c2857a7dd66da7f713baaf</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3941">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8bdcb1cc65a0ca1d54018e308bd2471e9c4820ce</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EY5DxGdy7x4GelivOjS2Q</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'easy listening', 'lounge', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158803</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Connie Francis</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2655">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">329394</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'australian rock', 'classic rock', 'dance rock', 'heartland rock', 'mellow gold', 'new wave pop', 'rock', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Springfield</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IFXsrXBpwbIqtOUOiAa3p</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3821030180edb5a29bb493a1f5b7425a54a895ba</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8499">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">211252</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'lilith', 'neo mellow']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dTYaRzOn4rXGBLH052EeQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15b7ee7550ed4472700d573803ff90f2967f84d1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Fine Frenzy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3170">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7730</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06cd9857205de6f70a02b0103ab6573f687d7f59</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TbXjzD8tYgMD5JU2g2F8q</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Tex</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11318">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uGNLaVCY77CII5WspSXyQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4743</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hit Masters</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/badfe3a912b12ff0d302835dc402fe9920187dea</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/879">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XwwFnewNgWp81MYMK8zLq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">romanian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f34fbac1c1964fa1326f83bdb95349e758238b0a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edward Maya</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['romanian pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128239</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9187">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12416</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RL</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c70eab924d344d1fb6bfdc6dd1bf4e141c907831</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">478cXiaFIWP2p3WLk3Zlge</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4869">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34c4iQ5tkaZKu6Sv28BTde</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'hard rock', 'metal', 'nu metal', 'rock', 'speed metal', 'stoner rock', 'thrash metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04a24a605ac224174b369ac612d001dd925dbcc1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danzig</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369444</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10129">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ddtQaAIG4MO63JyvShp5g</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ebn-Ozn</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6db9830528387671f785baef728a0ee12e02446f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7085">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29PfPMTOAqc611mj1siNoH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guy Penrod</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23161</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd5d05d7acd8c7a686165d1b82e494babbdee5a3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11095">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Strauss</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ffu60mxLNLa7b7Z3VSS01</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7aeecfe59c909d6929822f3967f414b0c75e6b0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3092">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88fcaf0d2cf5345f93520378cece589897faab22</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64200</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5W0GCoUUwU3SF6qpJanlug</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Stanley</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10042">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sigue Sigue Sputnik</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9746647b2a5a41fd3027de7edc7fd5032ac33cdd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GKVXdXGEOPzpilArcqBun</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cyberpunk', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cyberpunk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15010</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6584">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sabrina Claudio</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9f7578d727073f8e6c1c045ffc33344abaac9ac</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">607878</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'indie r&amp;b', 'pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30DhU7BDmF4PH0JVhu8ZRg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6652">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60658</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/374d0d747b5baf6f8cc2d755769f47ddf9d15a3f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sgW8IRub0jAU29ecct87w</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Brown &amp; group therAPy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1556">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rik Rok</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2717</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67wCYxOq4A1ohAs7jWYaOJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7b0dec1fe07965919013f8135f7c291dbac04a4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/132">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1anyVhU62p31KFi8MEzkbf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4307572</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'conscious hip hop', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chance the Rapper</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0433f521b1fadf1d839b6e70c3914021f122901f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7268">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CwfuxIqcltXDGjfZsMd9A</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MARINA</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'metropopolis', 'pop', 'post-teen pop', 'tropical house', 'uk alternative pop', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cccb41ef884f9eff96a957d0ec6ccf4f3088460e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1731685</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9161">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Las Ketchup</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1e8GEl48ktvfDpruMKB6Oe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19527</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f19d5de62d05b3e432b702a3cc05b336b404737</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7453">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">311143</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YrKBkKSVeqDamzBPWVnSJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'big beat', 'dance pop', 'disco house', 'electronic', 'new rave', 'vocal house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Basement Jaxx</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c74994e83cacb4ee9b5fce6d6dcbe937b8642e6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5526">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Major Harris</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fea92cc3d1c6a876de5cf0228898ace1e3baf85</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mpVqJaKwg11LdSRrvI0PL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'philly soul', 'quiet storm']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29549</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/646">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2273812</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Passenger</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc2aee1377e3fe2b5ab4b2ef143f13851577dc6b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gadJ2b9A4SKsB1RFkBb66</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4638">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Nelson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1187</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0adbab0d89eae865f8ec87ccb7f732c2297df918</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44In3Okeqcs641DLs1YuuD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2515">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'funk', 'minneapolis sound', 'new jack swing', 'post-disco', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120229</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9c13bccd111fa68e15d4e45b26fa371a62bd856</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Klymaxx</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wh5Qu35PjDbJBqAv65RGa</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2323">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a29772fd3afae9ec890a860c500fa55267d8870</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Plant</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'hard rock', 'mellow gold', 'progressive rock', 'rock', 'roots rock', 'symphonic rock', 'uk americana']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494183</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OwarW4LEHnoep20ixRA0y</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/680">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eKWqnckwdIlSnjaYgIyxv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'heartland rock', 'modern country rock', 'outlaw country', 'texas country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2587196d36a3cc4ab96621c7a737b612bf882106</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">512751</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eli Young Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1912">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">After 7</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UPcJIhr5K5fPsm4itqT7E</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e33def061f043de3fae3e3f98abeca8045e9a121</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259187</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4110">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Detergents</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48f40c4fccf28056a650c95265947bfaa8c1ab11</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1WbH0e5a1gdnw5oVPZ8OJV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9087">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap metal', 'rap rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42550eca6b61ba3043ec0bb95cbc78a162527b47</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331415</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mushroomhead</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18absyD7lQaXUDBXnyzU8M</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6864">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MRBDr0crHWE5JwPceFncq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/022102638a204d6cb0bb6276ba2656f9c92bf2c3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juan Gabriel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3491562</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/502">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46GXASE9LHzyssNqKOInUu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dawin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196305</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37d897f54842ea02789a8eecc5714742d316da7a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2393">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251887</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike &amp; The Mechanics</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df1206ce5a5ffab40863574f6921ca066c0f100e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic uk pop', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yTUYhIf8fxptTIy3KLuJD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8863">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2578487</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sin Bandera</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c65ca7c9a8600bb5ecc6bcbd0b97ac67d9401ff</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xeM7V59cA1X8GKyKKQV87</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'mexican pop', 'tropical']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8413">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e78d34c33af8c3555f8eec0f8823cbde00ae2cc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'blues-rock', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'nu metal', 'post-grunge', 'punk blues', 'rock', 'stoner rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Them Crooked Vultures</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zYQWYmtimAEmI6WWEzGfO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">300066</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11263">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ne68hg8d4U29OOcw3RQgp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sylk E. Fine</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4410">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">624</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2XsudBfsvfyV3kgElVU8iF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hit Tunes Karaoke</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/974e1e820eab858d3af3fa3d2b7fd506a173f430</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9477">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6sM2JCBjZprP7JLMTZZSxX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'emo', 'post-hardcore']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29298</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f2de5ad3f11d61773bc3c2b69b221e1aeb3ba21</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hum</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7674">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231053</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gggmBN0erstm3YJvEGe3t</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop', 'pop rap', 'post-teen pop', 'teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d761bb71dcd23d58cb66005427244eb29501f85</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jake Miller</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5958">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Inez</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54bf640f64f3ac3721ffb6aa7257680b331caab3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7snqpNStxpMrTySnKKzU2t</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">331</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7104">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">teen pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kalin and Myles</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177893</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BL5VxhQadpc4v2VlZyKY5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/438ce006ccfc287f9e0af65ebc3d10a84a2d8cc5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7472">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'celtic metal', 'celtic rock', 'folk metal', 'hurdy-gurdy', 'melodic death metal', 'power metal', 'swiss metal', 'viking metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/394e7c9e21fa0f94633424c633ef5d4f69d713f5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eluveitie</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5X0N2k3qMnI8kSrGJT3kfT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295264</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/557">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Catherine Dunn</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tgurcCC4NE9Vri1AzDbZV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9138">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucy Woodward</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3587</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hQaXAeGO0y6sQYLqdfErE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69db9145a067ad4055b8ce348a2694b3d120ecb7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3959">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GAMKH9cjknsHYRnBg14Zh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Registers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10661">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iC9XXKywTVieFeRoYSZoa</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50e9f7988aa324b6f8458570b4b586b5be8395db</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Clayton-Thomas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">851</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/163">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7c0XG5cIJTrrAgEC3ULPiq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ty Dolla $ign</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop', 'pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d0222ada3a614c277aaff64fb1d7eb84a34644b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2875582</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8685">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JkXGTf2pgxWImAGoem8vy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f58e66e006aff962c1a503bc244c1642d66cba7f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4660</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DecembeRadio</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4277">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03fcdfa3bb790540e75c599188d59a1124abe956</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52400</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hadouken!</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1369EOxSlL69yV9Yp1nVaR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'new rave']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3356">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Kkx4dACo6kFSeT9wjfVA5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/677cfa9f5de2862dc30673e4065f79734fe1a23f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30909</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'jangle pop', 'power pop', 'pub rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raspberries</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1597">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonique</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23768</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5xtqw2B8z8JGfDYi2eAZHI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/184f5134b5c6c638ced5250ca3150ab6d0452c6f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6044">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pNgzPKK0cx392X2pEtxoD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8307fd6bc0439fa4d6a1c348e2efd8e7d330808e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dana Rollin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9091">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c39bad8f73a7e087b8d0aa61ca7b0f165b4d471</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hieroglyphics</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104891</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hardcore hip hop', 'hip hop', 'jazz rap', 'turntablism', 'underground rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XTSrpKEUhzQ5aiYswppxh</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10489">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YJjMGHVQj1IHBabXX8lH6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14827</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leroy Hutson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'jazz funk', 'post-disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e8741175bef5391ddc94d7374c625274e73f4a6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3405">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dM7jA0PXh0Ozz8LT2YOCB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68fc1febe9afa222cc8d0c5a3b20a67c4cfb4f7b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'memphis soul', 'motown', 'quiet storm', 'soul', 'soul blues', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40902</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ann Peebles</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4568">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Greenwood</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24158</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e47c91b93b7e5c28747bd2bd50d6b307751caa0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g229vTyhsdwm9SO2p1FPL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5046">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18959aac8a98e914220cbdd4dadde2a015efa122</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The World</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62ltJFdLVl9JUrdhzWqp0F</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6217">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FMucZsEnCxs5pqBjHjIc8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8f4878a1dfe7b31fada993e0c8366e32926597f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210082</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'bossa nova', 'cool jazz', 'jazz', 'jazz saxophone', 'latin jazz', 'vocal jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stan Getz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/398">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b910d40739ad7720a92e280ee1725e153e36f18</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">viral trap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['viral trap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49877</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7z7kN3prU5FQJk32gTDYAW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Suede The Remix God</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8085">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3362499a03f48a25b135e929b95c9cc9d2dcbe2b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Heartless Bastards</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'modern blues rock', 'new americana', 'punk blues', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119625</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wwMTLM2da1sa2JcJslf8W</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10351">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7021</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd78eeeb47ae0eb30b0a2fd60423ff9866fcb07c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J8323OTGEkoRXqSnqyhfi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wing</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10172">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2P560DaOMNDUACoH8ZhOCR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'dance rock', 'mod revival', 'new wave', 'new wave pop', 'punk', 'rock', 'ska']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jam</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee4cebe3c187f4f18502fd99b69e316c1caa2254</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368523</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11220">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giannii</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b8870f7263503ff670ac23193ba4ef2a67aac3a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wM97w4WBDy5cMwf5vuwp6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8189">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xShY4pstJdzVCrWyeqbCL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9797</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Furler</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ceb272b36d4127c1d92e420b9b3046a2b9c51ea</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7975">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80043</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'smooth jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PcMolaGsh2nryvBR2sQOS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d27895d51c1e9af69438207546ffddfeca34d4f7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fourplay</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6170">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZMLeokWf9ZKDStGUhokji</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3688</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11939fb55d2658ab947c68131e9d1b76ba0548f7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nashville Teens</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1625">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vSo8MOzgy8fBHPyFuq0Iv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Hartman Black</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/843d8f8f45e31ccb70b055598ef9917e45052fa2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/544">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2472667</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap', 'west coast rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N.W.A.</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f36d3f900eaf8381b0d3f5febe0e5bf8c94dbea</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EnEZVjo3w1cwcQYePccay</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2684">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk carioca</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk carioca', 'sertanejo', 'sertanejo pop', 'sertanejo universitario']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ecaa329206c555259c047ed24ca863d90f81e4d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06cd30Cv9US973Ika84gDw</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lucas Lucco</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2030069</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9e312cf57cca3fab33e3dcc7086b340d54f7dcd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4682308</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iHNK0tOyZPYnBU7nGAgpQ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mariah Carey</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3829">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ltpcCK86foogli20z9raq</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6402b0b880ba753e790555b22299eb8231ae5a64</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Royal Guardsmen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2616</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1436">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339944</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc1bb5f0b243ec34766b59f294f55719ab637f8b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'girl group']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">t.A.T.u.</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Q3eZMfDQgT8MhPowKFXYO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8124">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sara Groves</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25Kfw0CRHgjl9oCgMfEYz7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfca5eeb90cc3ffcc9ade08dc7909952e0d07c76</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'indiecoustica', 'roots worship', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38469</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6191">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hullaballoos</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7c89f9edf3f38ac98d52dea7fc8fc2f720577e9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tTp5fAvfkbY3pfIev4M3I</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4262">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126498</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e77f7b7750f4689830802801ca817760de298d2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lEOFtf3cCyzomQcMHJGfZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ylvis</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9729">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cdM9ExxiW65f12YgRIoTG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Orquesta Filarmónica de Costa Rica</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3666</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tico']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb654bc288c7aad95c248b9f7be2e4f8aa96dc79</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tico</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/171">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6l3HvQ5sa6mXTsMTB19rO5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Cole</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e9eeefb2c94579150fc37916e8319b975ec8a52</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9042720</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'nc hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7891">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">583482</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bass trap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flux Pavilion</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9931da0aaf0b8288ebb66a479a524546c8028621</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bass trap', 'brostep', 'dubstep', 'edm', 'electro house', 'electronic trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7muzHifhMdnfN1xncRLOqk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9545">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9899d96d6b456838132d77ef981c5c3638a92d37</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11643</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63T2P0nIRzAj4rCSwnSC8J</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lively Ones</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5120">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan Butler</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz', 'smooth saxophone', 'south african jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gl2M2G5Dn5XTEW30iMMoD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22704</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87de326fe5d3fc92e157d29593035b64f6a88f02</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8385">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter Collins</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57yUQT8ltWGPyHfVvQGUtf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9169">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FRBBR1hNQJsqAevgSDvRM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian soundtrack</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc82e4373c910d803604d24fe3f9be9d21a98f65</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian soundtrack', 'classic soundtrack']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Shore</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10522">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5029</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Kossoff</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/059e53754bb3fb2204ba4790c084a3974eea9238</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RWZcKPLfAHGMwQ6prAnXP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11468">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b337835fff081f80ee8a01cb2b18e83c375b330</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1248</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tejano']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kfFj3N6bTRmxpaM2ECwwO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tejano</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rene y Rene</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7217">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00YTqRClk82aMchQQpYMd5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pop punk', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Our Last Night</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">501024</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df7f1894f5a213f964a6a7f8a61881907632f420</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9680">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AhYnfs5mzb3ennyLFXlYD</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ottmar Liebert</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79f595ea0b3ca026a7fd2edd149d6f9bc169644a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37879</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco', 'flamenco guitar', 'rumba']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1752">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1093395645066b5bf0cdeeaac8e58986ad028b1e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7m60UAnbgFFNuJbmS6OxTk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sister Hazel</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172207</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6656">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Projected</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee69600816abd8042aab27a448bc2a4d147e3da4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wHhEfmqULGHitETLW9l6s</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1195</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7916">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1307</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean-François Paillard</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/932369b4022c95f0081ec285e6db56909e41c169</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestral performance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestral performance']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YBQnjSxJ4GZyKh6VHEOEG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9887">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10713</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30GIF9g2UJ1ifn45kSMTFf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria McKee</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46d59c767cd016d85f10a251331ee1e34d997917</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9904">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental rock', 'jazz fusion', 'neo classical metal', 'shred']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32416</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Morse</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4618314cd66b7b5196b2bf9186d0f514b26d19f5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FzTsw9P3m2xDkwtiSiBMB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5875">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Greenberg</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xiHjRF2hR4qz2K37X5Yiw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8452">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302820</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36HvjE9pV91jEjO1qBRidS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4516929dca682df58ec337b9d7111b8a478bfd31</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'new orleans rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B.G.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2824">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pdvghEHZJtgSXZ7cvNLou</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'heartland rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">755590</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9c086901cca94cab20e8fcdc35bd79c7b39526a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crosby, Stills &amp; Nash</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10147">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07CTbCcLVHYwZqp1YMdf4t</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angela Bofill</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'quiet storm', 'soft rock', 'urban contemporary']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85821</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10bbb2468261e776a6c8f85be75a39c9be0d480f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/833">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eva Simons</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e3885205d1b81d0d0bf31f92245e4a1fe33a844</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2d6W4cnC5XsVOaxtgaj9hA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65004</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/950">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dba75a3233c58be2823cd100b0cc0c90062e73a7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">863555</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maxwell</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AOt5htsbtyaHd5Eq3kl3j</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9505">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20620</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Berry</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c7f45b47e3d98ffefa1c1bfee6fd38eee87eb48</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0l5OmkXhNcXtfa1W9dTon6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9637">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All American Karaoke</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KYlzmQuhiqrP4mbKG5opu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/968498216cb009819fa866e005c1e3cfd5e30856</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8062">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PhL2Vdao2v8SS8AptuhAr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Horner</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195915</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf3b34dae12d2d8147b8c2b39387047778d587e3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4275">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7a2AgzWfEyFkgSAXjLe4T3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1536</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke Universe</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2eb43281a83d11fe7882f50b44d42b3ac225c554</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5594">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74345</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/748410544bc51fcb0b859c7a0c14e396b338c604</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shirley Caesar</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hrUVXJsPParZB87QtAz1R</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/619">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mAcgRMD6EfCKHO6cIkDOP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Fallon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34603</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e528063a2d590e6b4075a390252d18c25e404dbc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7348">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/310ae2829f7322fd8e037fae61bf0a93c97b28d2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'deathgrind', 'mathcore', 'melodic metalcore']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Job For A Cowboy</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115450</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5L3QTPofDwMPGlNnQkyHK1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6905">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">780919</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75edd507eff2593d450c94684c2554f2abd02aed</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3o2dn2O0FCVsWDFSh8qxgG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sabaton</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal', 'power metal', 'swedish metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6974">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'dance-punk', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'new rave', 'punk blues', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416660</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BYuBzqmTXwUDw2rYkwExr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7f806051604c88068d79e19db329d9b9986fa76</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kills</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/939">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timbaland</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Y5TRrQiqgUO4S36tzjIRZ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71e2c7a1026d3a2397ae7ee08797a95d9a16c19f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1428153</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'rap', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1433">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2158646</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4lxfqrEsLX6N1N4OCSkILp</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Collins</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31fbe64783eb5d493161640bd599dceafc615c6d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9120">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Inspectah Deck</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81112</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OBbOrkD4geIjOLrICN3wO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38d6a9c7efe44ad0bb500a844783db9e39ffabca</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6792">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'indiecoustica', 'roots worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ellie Holcomb</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecdb653e9067090769d2b9ea6e7c777175f09ba4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hNiAUVPCTgcpy8vljCxzs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37822</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/941">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39ZHUueufhIdbW4yu9uODG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20745</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d88bf8b17830c263eb245195d3ca8c91973af549</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">V V Brown</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'metropopolis']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7608">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d55e292e8cbe7f395652410d8cb2887e0dc0fda1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic punk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic punk', 'folk punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iU0naWn1UgiTReoiXqPXI</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chuck Ragan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54743</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4609">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4v0y12yBFdD5V31vo95Dco</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04bd98a4570c5010b93b23525b1be61b5ae79fa2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clark Family Experience</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5163">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mai Tai</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2932</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c74b0d6dfe85d7d681fe9086dd7d46c6e58596ea</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L0XA2oh77ZfPZiaBxw96D</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/143">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cole Swindell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c88b1f7964792561679ba1277009d8b69135fc6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mfDfLsMxYcOOZkzBxvSVW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1139634</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4492">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kem</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a85193c64700083fa84d7b1eb05cea27fc3e481c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1f2e3RQf7LHOum8NU61q0R</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">395991</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3621">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74431d7276e427b3806d318fffa7d3347f696430</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mob</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3chLCLE5IqRelepV5Xjoxc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7618">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/672844f8571341dda2b4de31ba09cdeb63b38c2c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'melodic hardcore', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I Am The Avalanche</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60uj1W8gsOriVqdoqLcR2O</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17591</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9825">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'crossover thrash', 'death metal', 'funk metal', 'groove metal', 'metal', 'old school thrash', 'rap rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sacred Reich</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47590</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UeVJTdCWGEFSSO9Tg9tiH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edf844d64f85b5f50f132542db9f8d614afe0fbb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3622">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HoeFrrKutiio4HJtXN0Sn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f08db0bf2b73e7828797662b107a0e6d44c4c46</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7144</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christie</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1396">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JC Chasez</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20722</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56d334c814b5633b4cf6d1effb2ad11d75ae86d7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3p3U04w2DaiBzuYMZnYr00</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4989">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08800c24ab0810345b9fb3885deee5ca2ee1cfc1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">402</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mMlNCX0juOKPTTkSsiOie</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brandon</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10197">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Evita Cast</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8840bf6152163632bb0ed45a19a3245823c015c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r0Mc0nEZCwo3tLMahpcfn</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1001</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6973">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32c9cc8f05267eb133588c9fee58a00875b42965</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1363854</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pierce The Veil</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'screamo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iJLPqClelZOBCBifm8Fzv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9218">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Apex Theory</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'grunge pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3325157c6185abf6d16a5435e23faa6b7a9de6f8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2831</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23GI7DP5IX2V0BABhOMXgw</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9723">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26yYgoh7hehqYix76g3LcS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Drivin N Cryin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12735</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'roots rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfb45884fc5e1d84eb907eaf6fcc5c6659a61610</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/34">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e7da0bf06635fcfeeea1f0139eaf19ab584b6c8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385545</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HUwZ0kumzCSlhFcjFZfpp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flipp Dinero</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'trap music', 'vapor trap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10232">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">063wYkWkHrq5L5YWdrqjEt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22769</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be636c492d5c112b89e8abe78e92f680ade55282</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Victor Lou</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/41">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vyhD5VmyZ7KMfW5gqLgo5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15392331</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J Balvin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'reggaeton']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f49c99b5e1c1e0210729e062187518e99b19919</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5634">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2koUqfFTZqZIaTHxtWmT4W</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f5336316f44570336b158384e8c71e57f24abd8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sister Janet Mead</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8783">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf841bd98753cf8105dfc18dcb1f0787cb4e1309</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxx</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2l6Z31DakUv5Gl9yQPbLEl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'gangster rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77336</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1852">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uX071Qr9VaAsJz7hpAv7s</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4273</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f3b687d342ea9117709c37296ce6107f67f351a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mista</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8590">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NkORBViEBhR6j6PruH0Qv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bc0414f604bbaa6ef979b733ca6b2f4d876248d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chester French</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7843</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7811">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AtSp9GT24MVBWNlrbaocU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2045</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0fdb5d12f2f3ee25739e9828569cfc35a2d9a56</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Kinky Boots</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9852">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102537</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Savatage</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3N1B1g6JtIgd6ClRkzD4yT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'metal', 'neo classical metal', 'power metal', 'progressive metal', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f57e7649adbb82aa2f4b2cc7bf6690ccc6c4f23</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9608">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a9738c6623ad6cba21d4fde5baba86e7975ba17</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7914</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dicUFoK5LIbqu6OoHu8VH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestral performance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestral performance']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Georg Solti</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2726">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'quiet storm']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ffd4120e8795302a48dcd912853978ee5a9ab72</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15Kzh2fTgAW2AGXcGD32Kp</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dennis Edwards</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5358</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5376">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb955139baf406a2b89eb44c1359db1d238d016a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CID</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'deep big room', 'deep groove house', 'edm', 'electro house', 'house', 'pop edm', 'progressive electro house', 'progressive house', 'tropical house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58806</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FCzCS0KEgb0rgySWINItO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4822">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/937bd2e1388ac1fd949bb4d761365abea9739c5e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7E41j1yL9ZeTWfqe9bUGgw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41847</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Letters To Cleo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'boston rock', 'candy pop', 'lilith', 'pop rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8120">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34733</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7701790a79cd5973ec870e2067504fb5829916d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Close Your Eyes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EJdKdDfQ0XQ4YBhh12xZe</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6453">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ashley Monroe</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37BiX28I6pF104F92U1hDP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88925</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/639176ae979be156165a58f6f7bb76b2aacffd9c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country pop', 'modern country rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3943">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4926</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44320067d743f4bf996761a0c80a6fd02e56c4c0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat', 'psychedelic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lvclIZLUGZ52gMi7uDDkv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blues Project</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2317">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'folk rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pFCERyEiP5xeN2EsPXhjI</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">874157</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee38cfbef7a14bad2ecb0631f73d5b703cf0d35d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Cocker</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7819">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a1293b7500dce8f3fba2b0caff0edbac5f97fd7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GhVFlFT3pagjVkslQPqoJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'scandinavian r&amp;b']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quadron</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49332</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11457">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mwjybFOXSkz2UuykO7tlG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c9c592c896e4de95d285ca61aae97ab04d5111c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dane</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11397">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TOOL</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yEwvVSSSUkcLeSTNyHKh8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c23701238e46876969ea3b694e9b42b8db133b91</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'art rock', 'nu metal', 'post-grunge', 'post-metal', 'progressive metal', 'progressive rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">764526</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11068">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62ef427813a9bfdb49ec66ff515034d72a6746c7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FcC38n7nTB9YS1xhFOKDX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Savannah Outen</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">channel pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['channel pop', 'post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41997</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7771">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo classical metal', 'progressive metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31900</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo classical metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bd5EpE5vC93GJT2u0fx4n</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d368ff29dde5f8c15bc139df40adc233e7a5b907</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Labrie</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3686">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kay Kyser &amp; His Orch., vocals Harry Babbit, Julie Conway &amp; The Group</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Eu4foG3y2185eApNQqtwB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3054">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">573nSltoBinkbQXk5JSY9U</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70c66949a553dd7087ad2fd10a097a53e595314b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flash and the Pan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new romantic']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new romantic</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11983</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4331">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fake']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oAkVF91ZMDgLOKqatvTWo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fake</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Made famous by Glee Cast</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5818">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fl7ia3BhShoiPwgUAv594</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Burrows And The Hit Squad</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d22e2aad2e3c5ff925d93c32c397fc991fcac19</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3473">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e904aa85ba9f636d79c8d50bfc50e9f9b0d627</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">179</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Williams</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">traditional soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2u6sTEhZMp9PgpEPYn4Sry</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['traditional soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2904">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Belmonts</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc7c3d17425651dd944e58003c9e5642c116b0c6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15558</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doo-wop', 'rhythm and blues']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02oFrWT7l0AKMEnJI6iTIB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doo-wop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7515">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">How To Dress Well</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jLcgJjDGmW0HmvbSf6lEI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chillwave', 'indie r&amp;b', 'indietronica', 'metropopolis']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81960</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c785718a586965bd913185308278d76bb881936b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10630">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nat Adderley Sextet</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98499b50e58c0a094fe561d1c9cef8a0d4132ebf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yXThnVYkHKmHYdcsluPHM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2539">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic soul', 'jazz blues', 'piano blues', 'soul', 'soul blues', 'vocal jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1414958</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eYhYunlNJlDoQhtYBvPsi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Charles</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20c30e31f796ecb901ffb5acca6ca3d77fd5341b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6966">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">173592</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11667665fb0efd4a7a0c45f29c53a937d5106808</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nahko and Medicine for the People</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35fFUv2850L9CQjjNrLBpb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2149">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.J. Freaky Fred</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jmfN4H8pQKfo8Keuk8xQX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7883">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33a41293cb63bc6cdca327f46d3e7d50aeba38cc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">W.L.A.K.</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5KE9XNIzb9P970SJ9PKOGm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8606</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5512">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/00e540eaf1f1fac8d9c0df0b89e03f8afcd89c5f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6I7tqjEzznFPrardDfvsvq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1305</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene McDaniels</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3384">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/130b5d335ec440db3d2efce781ab3882c87a0781</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ysQi6NI88X627t2srsWz6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'classic uk pop', 'folk rock', 'glam rock', 'hard rock', 'power pop', 'protopunk', 'psychedelic rock', 'pub rock', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mott The Hoople</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95876</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10302">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uSPfxLxpmlqzEyITHQ5U8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pearl Harbor &amp; The Explosions</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83553d25330df80cd70add44c3a91f0f809e22b8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">346</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9605">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc4cb3a2ecfa9377c78f7047f67cd57a45b94f0a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brother Cane</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6347</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4C2mRKodTEQRrE5EaGtjr5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3823">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">839</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iARYzqM7A0FMEgRI0RV90</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Four Jacks And a Jill</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fb9b0eb9e0db7a09749d9f3158ef46eb8e44f0e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8417">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uquUYtkdKei0zuhBY9P0t</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eae87f56a12c546b802c25d652761a0e1c2012fe</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'canadian pop', 'neo mellow']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74562</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Justin Nozuka</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1562">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">philly rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4541</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5b4b0787bf657de88520db7b0617b2393031391</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nmNj8czpBZkCVZSbx5W2i</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Philly's Most Wanted</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['philly rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7840">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229571</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'dance-punk', 'industrial metal', 'industrial rock', 'nu metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/786910afed9a2c3589d522a062c64fb4197d55ca</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5R5MLOQbI4lb7GHYioPqoN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mindless Self Indulgence</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4077">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea8fac530bb03c217e8232992616f00d78f8a62b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GtB02M8GaQerOSq3aVNvO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louis Williams</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/656">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">T-Pain</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90890e95f26516915b4862f2b399739bb394239f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aQeKQSyrW4qWr35idm0cy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2148983</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8412">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Something Corporate</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71h7GTahhKcSkQ1ayhTvOD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106704</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'neon pop punk', 'piano rock', 'pop emo', 'pop punk', 'pop rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fe4b58edb8b1b9c876bf547e6322170a48f6362</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10009">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LOUDNESS</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33690</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bjzKs28cL5EVKB0xqUGuJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bddb1832c8868d7adceb7eab5ff548e665eef518</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'j-metal', 'japanese heavy metal', 'metal', 'neo classical metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/522">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3d166c1aa9fd07f415493548f165bfdb6967565</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QLIkT4rD2FMusaqmkepbq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachel Platten</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">768258</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3271">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Penny McLean</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EqPo7BwJq5UJsE5nWqgrk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">964</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d34b58b5f122e182383de80651c41b7b44197d4c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1259">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'southern hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4328</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01ZpL2TZ4QxYNDLc70RIiT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ali &amp; Gipp</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3a44f271b55c8c29a98618c9792ca5023c84e82</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4456">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LaLa Brown</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xRMVGNbcAVShBZ26t2Bm5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3424">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9b796c5e3ed037850515513c85de71e826ac108</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2518</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47LaejbXqR0KTC7A8khfqS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Napoleon XIV</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11496">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da2370daa1b8a5ee75378f79d541fedeec5bb839</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sglKanXuoU0gqGYP3wiNv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2433</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Detail</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2622">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Fo8TAyGJr4VmhE68QamMf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d64b14523c4a0a3a09879fd133b539b390256f1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Talk Talk</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'melancholia', 'new romantic', 'new wave', 'new wave pop', 'rock', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232369</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/676">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PLyAykPbTPfncYaH2hxdP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buck 22</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf56df84d0019dcec1de727bdf1f81f44977cc67</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8061">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31656</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7a06JYLmZG3txQqr9uzvbg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard alternative</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cavo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7daef9e1baede576fcc4df7ada2ce5333cd20cb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard alternative', 'post-grunge']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1096">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.E.M.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KWTAlx2RvbpseOGMEmROg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ef4b92f85f8d7b902dd2b9a31dd112fc61a6708</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1984742</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'permanent wave', 'pop rock', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8066">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ac11afa5e2e1259c2da7a088b4638f57280022f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tyler Hilton</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bKdOEfMk4ftojJQdyV2Ik</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67282</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4292">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5c1fe6f7230b8bd916eec8973b5085c9551429a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6A0fDIT1PphHIsNz4KfIK0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Entertainment</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">555</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5085">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6df6097e98211f6b5952eabc6d412fa8895018d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fgwMawRD6uZOERzG2SQto</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holly Knight</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5799">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flame</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/347de64029db49853904c1a8a11c05d5b2e090a8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DT3Z6gFCm4PEu9ybw7h64</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">456</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4065">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ballroom', 'easy listening', 'exotica', 'lounge', 'space age pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2377</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ballroom</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Horst Jankowski</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f7fc1db73d0b84613281dffdf0cebee2b34e281</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YJh7LL1SsLgWfSXjIFbfg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10297">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">535</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-disco soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b3d5b9239ca8c03bc4d9ccce4c4210976914f19</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stone City Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MauOPW6z1oqN2aTl8qIk0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-disco soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5524">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic uk pop', 'dance rock', 'glam rock', 'melancholia', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224054</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryan Ferry</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32e9304461be34efbde16feef421e939411aa7f6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RNFFojXkPRmlJZIwXeKQC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8602">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da1743058cd9b3b445789c60a4f33b76c3d9a923</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Priests</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4r4Gk6oEMIz28ubBaE9vZX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6867</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4434">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289704</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'neo soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03e8855382d21e1cbf8172c03001ab8847889f38</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gnarls Barkley</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SbkVQYYzlw1kte75QIabH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/777">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2COi3lJPZHP2CjJBfofGwh</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country road', 'modern country rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country road</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greg Bates</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53c06ac5622902b83d80c1df9d276ed390e975c5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21533</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1955">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4318d70853d5b6dd5a9db7360a0480b914b72fd0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scarface</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">412088</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'dirty south rap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19KwjzvIL92r29IINtlPNP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7511">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39968</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ix4iw2URncSdE7X292bXy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PHOX</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ebb9208abdd257086901578ed992339bc24775b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'wisconsin indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9228">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep german hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SosMula</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fFfPSHnrplQpezV79CFYc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18159</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep german hip hop', 'german hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c2ae0a5db10036a4f012cbb77f648e9068bd79f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11015">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84851df886b6d67e07d58cf4065d0034250ff026</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rozetta Johnson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NeFnGL4kx2lN3jY3KKSYB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3174">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2292</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carrie Lucas</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco', 'disco', 'post-disco']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pFsfSCmKyG28Cyj5QMIFY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3610583aa70e26064427d28ef697fecbef92716</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8711">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ydZ40cufQqm2BqSw80PRP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neon pop punk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6160</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5dff5eadf2712d6b181d3545f2565e3b63efe31</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neon pop punk', 'pop emo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danger Radio</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9649">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14828</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sounds Of Blackness</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/837669878df5f45740d16c927bb1ac4f304c371b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0a0l3QVhfMwQNAO4wPAmP9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'quiet storm', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5547">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3E7T8t0FwjEVxg9jufWZQG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a05bb25c640ba97276fe741b9a42458deec73cac</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eden</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">258</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5890">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32412</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oVwztjpHpJlAvlVVuqVa0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mongo Santamaria</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'cuban rumba', 'jazz cubano', 'latin jazz', 'mambo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07ec2848d66d57e8301389e8e46d9017bfdccca1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/621">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af8ebd05ac83d01700b5207dd5a3b096d026d58c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59hLmB5DrdihCYtNeFeW1U</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'arkansas country', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'lounge', 'mellow gold', 'nashville sound', 'singer-songwriter', 'soft rock', 'traditional country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178853</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glen Campbell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3176">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'easy listening', 'lounge', 'mellow gold', 'rock-and-roll']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bOYtKnpLPQSfMpS2ilotK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104808</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/84a23af9ce6d6dcaf761e4cdd7833a4785d691bf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Vinton</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3449">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ihlGBitf3qlPIgw1jYuDg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Finnerty</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6402">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">368203</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'escape room', 'experimental hip hop', 'hip hop', 'new rave']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4421731b1edda8b8cc56bd74059305e3d3d3baf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RADpgYLOuS2ZxDq7ggYYH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Death Grips</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2214">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ex-Girlfriend</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">231</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca40358718d8f5cae7f8996e778bf90b6a408492</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0z7tUGeMYFFjeDNZOsGrvP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1006">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matthew Santos</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3780</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5t2P9w0qT2I9y0DrNhykSj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f906fc7ff02c417faea0a6cf70b8ce6a5905e8b7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3687">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rJ3m1tM6vUgiWLjfV8sRf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe3293c414361d15eb92ba8124279ecdc58639d1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'roots reggae']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">425144</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Cliff</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1813">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25tu0d8Po5c4IVXsZnXUU8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gina G</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9490</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5aa9b6cdbe4b988208b7a823b10b5a92c610444e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11107">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Radio Killers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DjTAVHbQhRhXi7VUODOX1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">347</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e14479f2051f1044e3f750fbca0e509438661d06</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6665">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gloria Trevi</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1460136</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81122131bb4431e89e5148b13679bd5b8925bc12</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin arena pop', 'latin pop', 'mexican pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Db5GsIoVWYktPoD2nnPZZ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4276">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1166</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Top Tracks</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6luvHB2gkRdRlNvcQSLmxQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b2dd17ac0d10ef4b95ac6a7cc77671c12571d4f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11444">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7f8da1477154e4be61b8bf4601433edf7036ff0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Death Blossoms</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">782</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05OHCWoZE1eERwTpeCW4xZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8516">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DTbdShHu2RPYEEMUp2XWV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anjulie</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13741</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d57af4a73f4532e4e4bda9b4545f11e60cc7c4d0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10877">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hugo Montenegro &amp; His Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g64xp3hpxoCXRJkNd5tmE</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2427</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5153c1d86e019988b83dee9e92bd371d70910fd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'exotica', 'lounge']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5240">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15439</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kveDT8ylFciq1mdeYcIvw</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donnie Iris</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/963e571cdd9ad7101db6d0156e2cd58111d74166</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10267">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['p funk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">p funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SwF6OJKP8ARpeMfc81JXt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1642</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48ee2892a5d951026c9b8a4bf75786ab0a199fd7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweat Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5008">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VdS3WDJXv5ldtsO9gU5aW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Special Generation</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1497</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6c730236c517748183eb0584900e0411704a5b5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack smooth</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack smooth']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7972">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mRROw71EceBbR8KutvmOx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5354</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['derry indie']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">derry indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith Harkin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16f2f1f5c24f6b3726fcb25e9b3d7d9bd9ec7879</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11155">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duece Poppito of 24 Karatz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5E51APzFtGrApxy6FWdbYS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/80">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19384414</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'pop', 'viral pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7n2wHs1TKAczGzO7Dd2rGr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bd59cfbd3e1e6394af710bddcd62999aae31c6f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawn Mendes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3553">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jefferson Airplane</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">781426</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9ae31801b767795dd3060e5529478e534b02c16</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'classic rock', 'folk rock', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qFr8w5sWUITRlzZ9kZotF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8591">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77YbJ4a9IlKX18ck6qoot1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Meg &amp; Dia</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4f993dbaafca3c7321ddb3fe52e2094573012aa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72051</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'pixie', 'pop emo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5230">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba7a90b56d02742b4f11649cb13e1ba1bfa9d285</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Trouble Notes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7i1WiSQVIHt4bZz8DhuylF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">progressive jazz fusion</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['progressive jazz fusion']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16031</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8647">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd5be28405088d72baf7717705abfb0fd30973ea</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21498</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aWnyANApsrS1yIpPu873P</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Pikadientes De Caborca</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1370">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Michael Montgomery</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mPcfx7PhnBh6n4HMCd61A</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c95c04b391ea7eae48c29f095335803136203c1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">456265</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2741">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patti Austin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96093</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/505c2b7ac0b08a80d659dcda4592c3ad70a0fa0a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'quiet storm', 'smooth jazz', 'soft rock', 'yacht rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JxChc2w5fwTGbXKfc4cRd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/119">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6s22t5Y3prQHyaHWUN1R1C</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3c913b76f3c7f6de6c464ac1ae357a412adf79f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern rock', 'pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AJR</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">907431</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6152">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33919</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandie Shaw</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uxkcHbgyNbyzq1nyChvCa</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b33c9b6ca14d9aa4ad5164f33527da8cfe2c716</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2218">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140663</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21ec050a1444f2255acdc068fda8be40144fd3df</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Lisa &amp; Cult Jam</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vgjN6nIPNKiiQGE9PtzTT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'freestyle', 'funk', 'new jack swing', 'quiet storm']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6913">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'modern country rock', 'outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221007</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zLBxLdl60ekBLpawtT63I</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Johnson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/279bfee0f589da31969b84c15a1e6a1a5b9b202a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2176">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 Hyped Brothers &amp; A Dog</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uuHzqQ4a2GT3jFsAlZSip</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96bf96b4db511b057a2e953574bf92155880de96</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4179">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d15ac774b807199913e6c3d9c632a04e505fba5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Raindrops</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WB49nYJpWU77yFiDLT6Jb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">733</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1341">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60896</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d1bd38c827b96399a815f4b8f984481aaaa34bd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eBYLQONaYZhZNAVK061t6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nina Sky</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9483">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd5fe53c1d5727fc45812c9be3c2d68864fff4c7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian music', 'christian relaxative', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian music</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39613</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RJYPm4gcrIuOjQiqu9VXu</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sandi Patty</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5007">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ICSjfBpos9PxMhGhX25N2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54542</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Concrete Blonde</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lilith']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lilith</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/991771c03314c5403f95a3b993b9ee84567adb04</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3188">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jWuVnPLmjABrgCGianzs9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'post-disco', 'quiet storm', 'rare groove']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brass Construction</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/666ddedc05a8f846dc92c54d571ab66874aadc8e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56906</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5160">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8821ca906551230004a2d5cde49c9854c9dfbda0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean Beauvoir</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">445</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3n99AZrLOuuAtHvu12uDDC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4799">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b4de3ed6f5010e3953d47a948163a762350975a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JS1zKAsOEW8596yvn5Z6a</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1610</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Popstar Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11375">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30620337f02c7423d25928c4a8d9e72c59db63c8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Norrie Paramor &amp; His Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gIJ7TE5FTYSQFRHuIeGwq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6268">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86056c79527acd445cd266291c2c605277710af6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WpHJJKKIF62r8hJfWUwID</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chad Mitchell Trio</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3095</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4530">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ccf0ae2dfda3a11983f76f8699fabefcc67a7cc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jersey rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hussein Fatal</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">320OQx68FlvfJiPGSx5mxW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7733</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jersey rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5843">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian blues', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Hawkins</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2849</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1979431c44c45ab4ec17e55edd183c7385fd3eb3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2viYME3n7SlMsIOEqWmEHv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4437">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modern Country Ladies</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95250187fce8f2ca11f7df9b07f1b89e04b475cb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YKHTcncveu1ITHCfXK0dJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4795">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04GaFBkrXgbjuLYvlHP3FW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1265</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nonchalant</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df8265cef148e4d3a2d36896b471151771f646c0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1687">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Love Hewitt</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BZDbnjUHnL2XAPgkdqTpb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">156197</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/95fb7a441270a81b92764626667ad11fec372041</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2060">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iUTfU4PPnlhOVZQR6AM4B</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/922555bf4ac760e015b689ba378b4612111e1143</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nightcrawlers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11024">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zeN986VUsJHNrLMXWFSBQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">172</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Busta Rhymes for Flipmode Entertainment</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2375">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n0pe6Cx9pCNvXYkX9TTLX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Real Life</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24521</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ae992abd4685ff75b4f3286a8c1313b1b0eb88f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2409">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fun Surfers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46sr5uwA9UiQgqtVPQMSgM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1348">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6b7be1091fadda328c2c562c8ac13b10846f6d6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Juvenile, Wacko, &amp; Skip</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1363</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NtLSCw6j3lTSOUjHnZASC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6184">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pHwdxwBh77wIrb3wYchub</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Claus Ogerman &amp; His Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/873cab86c14e994cf08009fbd4197647f0bfbbe6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6765">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132672</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'redneck']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DBsiQxsZAKC5lHoRCdOFG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdeb2874db93b5f5d5b900b52c496025de74d657</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Moonshine Bandits</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1098">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432082</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'new wave pop', 'pop rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paula Abdul</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85c6dc38eaaa8553b57d3369dd64d7e48ff30ad3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PpmBoqphQusNFsxuVKb6j</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2254">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e262d667959110690042c12b54180f43254c304a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15769</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Simpsons</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r0Otd9dEStSVIxJ02ml5a</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5017">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skinds</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74GeqXwqISG8NN8Xo32GWs</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7271b1260b09e72de2ff78dd4d6d9d3cdac277c6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2442">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BcZ22XONcRoLhTbZRuME1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'british invasion', 'classic rock', 'classic uk pop', 'folk', 'folk rock', 'hard rock', 'mellow gold', 'progressive rock', 'psychedelic rock', 'rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8dd1f75c8acf41b509b19caf0690796ec7f410ba</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506689</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Moody Blues</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6929">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'melodic metalcore', 'progressive metal', 'progressive metalcore']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Periphery</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">249965</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6d24kC5fxHFOSEAmjQPPhc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1ed9076e037cd61de521d397ee7d1b0902ea4ae</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7688">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art rock', 'classic rock', 'folk rock', 'indie rock', 'melancholia', 'new wave', 'permanent wave', 'protopunk', 'psychedelic rock', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d69c2cf10323bf08443c7d122f3a1824a760ab57</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">890604</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nJvji2KIlWSseXRSlNYsC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Velvet Underground</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9672">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ax8nTiDevlBAqLxQSYSV1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1334</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20a1b76c7dabe896bb42fee9cd1f575a9168dc5d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Graham BLVD</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3225">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7164</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. Buzzard's Original Savannah Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0i64fKwsnTQsPqbov8mZUh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3d900a7d8476709272b4ac1e9793f4d6c3d533a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5336">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1526de3b1a30323c7fa4725adc653e8431b89e09</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Night</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HNZlk9768DFvKX0FZse9S</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4595">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">149972</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jWzNq3sdzSpqn7BnzvIKn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Memphis Bleek</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccbc1fd7d1884d1a868cb33fc082fb82558833e4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10035">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6134</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waysted</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42ueAipELI8IvTUa9gN50Q</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d746953334514a15959ec1e4091484230b23e722</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10109">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Sunday in the Park with George</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09a32610c91efe2348e6148a5a75cb1227e5fa28</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7o6vWbO3NC2rKFolaMI2li</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11017">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4273</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lea</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/789b38e0c59b4a0e92a8e42b939f5fa9e57f83b9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tAhhPPEWcszcMjhYROUvx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2449">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EvRNpzBThmcwE94F4nokW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Tobin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11320">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rbd Rebeldia</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ux5UjnBfrccXs5Kdizrjg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e96f83f673320976107b5c6705b32cd23f0e28d5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/339">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be271468a930936542918b0b7833e236b908a7a4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21WS9wngs9AqFckK7yYJPM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2036298</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PnB Rock</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10566">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160669</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syd Barrett</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0cded2845369a436adb00b24c85d02b867d0f45</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Lt3HS8R2v8Q4G7ZkUWa8R</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'classic rock', 'experimental', 'experimental rock', 'folk rock', 'outsider', 'protopunk', 'psychedelic folk', 'psychedelic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7528">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert L. Freedman</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fjiXLsvjcHflkvw83RA3Z</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58dca1a7dadc2d3a2fb78bd37359e3ae58fb9636</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11154">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5g9Z4rvzvFBAPvKbesIBTS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Bo</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/941b036341a4c37a03cf842e300822d54c34b361</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3970">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul blues', 'zydeco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62fdf915c56634653f78d0168401cca0e2650f45</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Paul Jr And The Zydeco Nubreeds</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ChVWGKYiJhV3u0S1EnYJf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7526</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2618">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isley, Jasper, Isley</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QpJtjdcw4jiQpic9R4Mr0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10667</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/069baec7318746ca71527d3e8689d08f6cfc1257</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4828">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smooth</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f64e4db435e6bd288d310e96ecf60ac4e364e3e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">916</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7H6YbDjzY80v100UkfvAkx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/321">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joell Ortiz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87fae71d6ca62a3821c1c37e42f9c62b317308f6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78019</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'battle rap', 'hardcore hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1q13yHC6Syg5Y8iPLrRnCq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5726">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6155</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Williams</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3f626JSVauIhTQgatsFcs4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcb34e63f8e5ae522200543856050a4b52c1d04c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/789">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/026ce956f371c5a25f366f85b6c4f473f649899a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie rock', 'indietronica', 'la indie', 'modern alternative rock', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">769985</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kVUvbeRdcrqQ3oHk5hPdx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grouplove</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9260">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/205de8ef595cb6d967248a3c02f48f683b2595d9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bootleg</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nvqDoiMlZhKMCO9AFdsaw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5206</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2201">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a56cb86d2f7f06b611271dd4ca8ee3d0224b569</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K.M.C. Kru</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37bsI3pcgS0ANRzXPITmAX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5823">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UR6OHNF46oiFXFwTieBGu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">246</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cafdaeb2a5bac70fe085982a20e5f4a800da3b1b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liquid Smoke</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6583">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7400192eccc75d72a35f77f1df503ef6e937c066</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1654116</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german soundtrack', 'soundtrack']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hans Zimmer</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YC192cP3KPCRWx8zr8MfZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german soundtrack</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9401">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rahzel</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7545</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hip hop', 'turntablism']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/273df43a275f3c96c63e96659cef2be88bd25865</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vunRaBya0Sx6CMJZAlHTZ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4314">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KAwb5D0KanI575XxOucMt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d4d31e8108483e6b9428f6d1c6a668d67fd5d03</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edens Edge</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34117</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country dawn', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/816">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94cd5347cf0338b496fd704ece05700771cc2398</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">405666</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Chelle Rae</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jTnHxhb6cDCaCu4rdvsQ0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo mellow', 'neon pop punk', 'pop', 'pop punk', 'pop rap', 'pop rock', 'post-teen pop', 'viral pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1016">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A.R. Rahman</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mYsTxnqsietFxj1OgoGbG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2977190</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bb34c7ecca1f85b1859f03244b7c9f327b2765b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">desi pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['desi pop', 'filmi', 'modern bollywood', 'sufi']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5658">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87a5844e318cfd2cfcac148aecd66ac0985951a5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2634</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fZgnosel7PZBzJsYdjTCq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Passionate &amp; Objective Jokerfan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2023">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4e6d4f5d69b78c09207aced67d1a1e86fe56fd1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">532</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A8UenAZRv51yZVv13nFQo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz trumpet</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerard Presencer</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz trumpet']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/484">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b2072e522bf3324019a8c2dc3db20116dff0b87</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Hot Chili Peppers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11324218</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L8ExT028jH3ddEcZwqJJ5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'funk metal', 'funk rock', 'permanent wave', 'post-grunge', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6058">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'deep classic garage rock', 'freakbeat']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syndicate Of Sound</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/423d551fd755aa73de5a78f4d21b409e0b134c1d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2y84iEkH5jHZcou93YUSXE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1914</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11420">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ATaste Of Honey</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36QtaDX43dspq1RBpANmTD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9795">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Perry</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wg6B0I3YwsARsBONWWAXL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35994</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40746e7aeeae47939e598e055f749170d767796f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'quiet storm', 'smooth jazz', 'smooth soul', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3432">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4bc56ae3e726f00aadca39ad124dc88a7735fe9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1219</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PNGsgUFOuNvwagyBCo2Rg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vicki Lawrence</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8398">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2b3drQxjyrPpJEef3mNGwc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8fb8649f965612baa953cd2627d621b8f5d8463</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19411</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jakob Dylan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6837">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Naked And Famous</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">592642</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'auckland indie', 'indie pop', 'indie rock', 'indietronica', 'metropopolis', 'modern rock', 'shimmer pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oeUpvxWsC8bWS6SnpU8b9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea1d9881817ed62c0e4b36da1dd281dbfe64d785</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7833">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">335302</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Airbourne</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6urzdpGY5yUimWZsgJUoTb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'metal', 'rock', 'wrestling']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8a03e10486b17565d5a9865e1cfdce37ddd3232</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3528">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Canned Heat</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6981cfe5b46e36b1df13f7457226ad5a6128198e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">259883</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27a0GiCba9K9lnkKidroFU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues', 'blues-rock', 'classic rock', 'electric blues', 'folk rock', 'hard rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6764">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b0eb832a395d73902e7ae25980e6ba2a59be747</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Minus the Bear</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YQBN02bmZvwGNrrWsg2sT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'dreamo', 'emo', 'indie rock', 'modern rock', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146583</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9736">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/724ae4ea16e95bb2dda8a0bdf44ecc7b64e0bc23</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'texas blues']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kZgzUZbpe4CmnehxflUNE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8450</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arc Angels</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6528">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jpaXieuls7LVzG1uma5Rs</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'gothenburg metal', 'groove metal', 'melodic death metal', 'nu metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avatar</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151377</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfd8a8cfcd5f2fef96802cc9562334cc3891c32b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3740">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YROFUbu5zRCHi2xkir5pk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/797a911d6dcad3418494613924dac9af6370070e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22406</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Hyland</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1938">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61395</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90e0b8ea30e238a1bf6d9852b23bc792870a976c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Neville</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57ALvbCBaCkNlgTOSiUPdT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2699">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening', 'exotica', 'lounge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herb Alpert &amp; The Tijuana Brass</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64312</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7d355997334ec3352bcbf03dabc903eec812a46</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09L3cUdx0hq6qn5bKuJJ4I</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1736">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1997</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RdXF6BnaZAz1G44yNKJcj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep ragga']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep ragga</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4566a3d1ef2c6b59d6a5476a14fc9f556109b6f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny P</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11346">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c13743790bf3a640da20147dee8173f1736d8252</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EHCF3FwSsJC6qABrUxBjg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angel</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11328">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6q3SdY5D2t8g04pEk6eNLO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghost Town DJ</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3681">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XYH5Be5pn1qkxhfaID3J5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57693</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jane Birkin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/459324035201f74cd7b53a6cce9a8e20ae014bb6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4122">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/80425949a549fe482514e4edfb696879277cad78</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronny &amp; The Daytonas</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0RPvz5Xb4n2NKXD4GYH0yn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2205</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'surf music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10683">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JSYASbWU5Y0fVpts3Eq7g</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eea32d5e0ad644ab4453b0a91eea9d247a8d962f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155033</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chutney', 'classic bollywood', 'filmi', 'ghazal', 'indian folk', 'modern bollywood', 'sufi']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R. D. Burman</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chutney</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6207">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7892</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Holland</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc881896edbee4836c90d0cc37df935d454aa148</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BgyJtxoixkegtJX6HqT4w</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7839">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd3aacd2d3e47080e738ec49b57bda46c8332f2d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chiptune', 'deep chiptune', 'future funk', 'nintendocore']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anamanaguchi</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chiptune</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2UwJRAgSOi1zcLkvUNc8XL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103387</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/324">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52d1324ee42e388cdb2a62445c6f71454c1ce7fa</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38129</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">660YptcR0hNHJ8iEr1qcse</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthony Ramos</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1528">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9f601dc762d6bca2c4fad06779d728703ea252f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">378</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marsha</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28Y5nsvbE8IdoUAGNgCk0Y</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3090">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2439</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QWuYtzBkQ2Re44gRxaB2e</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d95cd1630b207d11749082f1e7e4c5b698865a1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8454">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52c0d032450846946007e8afbf0b2e3ba44a2e82</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vato Gonzalez</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22552</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch house', 'electro house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mDTB962RcRuArrhQazgOG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7550">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'smooth soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yMxdaUoKCalQPX9BMeeFf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44239</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avery*Sunshine</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e0503c3e3680a528e76078e3f33cc00e3121870</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10701">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e406e78f195c97a97ba64d64ba0fcfa07d02627</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">478</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ballin' Jack</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sN3D6YgOGmLCgBHG9PfBa</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3945">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3621</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ew1ynSmASX9Uec5FzBYrL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a30dfd91c729f5a203187966a32e6e9e7417668</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Ho</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hawaiian']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hawaiian</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2578">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AM4ilv6UzW0uMRuqKtDgN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ZZ Top</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/684172db801f534639d3f047dc8095da623892e3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2057553</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'hard rock', 'metal', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/270">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fetty Wap</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PXS4YHDkKvl1wkIl4V8DL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3469461</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jersey rap', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/345ba48efb55e88a86e7421e992794e551570bdb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jersey rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2889">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f9b9ed46c6c1f754e2ee3c2e65a3d57bf82a70d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don McLean</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352069</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gRNBaI4yn6wCCTvRhGWh8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11040">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1888</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45po7XELMn2kmIGm0jZedi</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Urban Beats</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd0c4ea44526c4bcdfb5e23a29360f1554bc6626</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10501">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">479</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e2772d11086e840673119b47f407c5cc4be821e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fy7Z04Lq0MmkCVGg0Ani0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Davin James</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7889">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hip hop', 'horrorcore', 'hyphy', 'pop rap', 'west coast rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146843</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46UxF4P7x9FUigK1O2sSsV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brotha Lynch Hung</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bbdde2b6ed13b178fa35a9022f3b4d5a5a5f304</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8699">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104855</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'electropop', 'estonian pop', 'indie poptimism', 'metropopolis', 'post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IFgewC2urR62Fwt7uAU03</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/892ce5868922fae554ad68ab13beb607e62f1b3e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kerli</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4255">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">544107</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aloe Blacc</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5793539ab1b5fd10759173f819a70644ddf9a1d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0id62QV2SZZfvBn9xpmuCl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3706">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">602DnpaSXJB4b9DZrvxbDc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">200326</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b38c22505cf3fc6e30fd1a4402d8dc776f1eb18</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peggy Lee</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5148">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa55d8c8b2eb0cc1594fd115eab79792581a7535</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TmeuOtfmOCLPf22JhnqsL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Regina</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10345">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59e98687b8ad54c6e0cd7c541b5d87710076d762</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Couchois</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25OmJT7WLjsBQgp4jy16zu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5454">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4cef59f9677571cf0cac69540b104f310fc446d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheryl Ladd</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nJurPRzJe1jhoxefw5Gli</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">159</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5252">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10708</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dominik Hauser</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48966200a4aefc4b405d3e39f1f696d880524549</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MTfVjZzx72caVcbCjUK73</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/645">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'post-teen pop', 'teen pop', 'viral pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Austin Mahone</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">04abdnqPQe2N4fjztDea6z</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b89e3e89ba7e17f05a49ee3dc4af5d8b9028751c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1569723</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/298">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e578851857f939e5d18f045dc8c0340aec0cc81a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cFrymmkijnjDg9SS92EPM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2279473</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blackbear</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7272">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2ee6cbe520d4881965aea67626846c2eb9ce0cf</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iidQFemlPhkoHqFroz2my</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delta Rae</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56922</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7435">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc99e9cb1976fcecb929d819b3dfc6f6fabca500</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aoFQUeHD1U7pL098lRsDU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madvillain</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'rap', 'southern hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218630</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9047">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CYSRCHfilgR8DSbkCMp5j</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf07179423d8fe326532a10ba725970f13e022e3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82336</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'classic canadian rock', 'country rock', 'folk', 'folk rock', 'folk-pop', 'lilith', 'melancholia', 'roots rock', 'toronto indie']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cowboy Junkies</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/419">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2121286</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67nwj3Y5sZQLl72VNUHEYE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b1515295736fe457cc85f900da984a79a65bde4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wale</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'gangster rap', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3401">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wQ3PyMz3WwJGI5uEqHUVR</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">731387</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'jam band', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock', 'southern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Allman Brothers Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1bdcc0b9d923663187af1e9476fc2bcb1b936c91</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10295">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35e56a4961b3c8c642c2df8d6a4ea2bf7a44c42e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68767</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4w9rFB4pUAUO3OloDQ6wn7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic opm</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic opm', 'opm', 'papuri', 'tagalog worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Rivera</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2836">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'heartland rock', 'mellow gold']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5254</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Stanley Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68tUWDLwgRP7Ch2Gj8vQ1k</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad6854ed1130bde43277420d16c31f3661a1fc19</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3127">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1523242</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30ff88b596860cefb7a138e2e3dd3af771381231</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1co4F2pPNH8JjTutZkmgSm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">permanent wave</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['permanent wave', 'punk', 'rock', 'skate punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ramones</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3647">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'merseybeat']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Wt8hmgHtXUgwsLg5NpMZv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4651</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanity Fare</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7b366410da71cb83b34f73d672b37119dd7c518</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11506">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b13824d90889a4c76fa370a5ed346d3c57d832b1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1owO30zTlA6ljRnDtw62UC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burn</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5969">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3833</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock-and-roll']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be2cbb1cc8626feff5fe15d8c03dbaae1ff24501</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Do19ow5oRPYYU46jqdkwh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bruce Channel</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock-and-roll</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2367">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3181a5fdbd3484f429ce62fb8d58640e52463038</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">226699</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'dance rock', 'europop', 'neo mellow', 'neo soul', 'new romantic', 'new wave pop', 'pop rock', 'rock', 'scottish rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Texas</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JsdVATHNPE0XdMFMRoSuf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4766">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6uvAL6wcnKz1IFYZzFkIQ1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crush</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f14126b6d14f2883c2356584bc88c58fb75ada3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3607">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'soul', 'southern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccb05e88be9fe889e6c1c9122a8e7af7fea0fa16</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Floyd</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03PCdNvkF81s7xHmtkNcoz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6829</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7878">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102328</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/924a6924acb916c76026fcf066dced50fad69faa</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'outlaw country', 'red dirt', 'roots americana', 'roots rock', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0F6yRPhUj9fUzWn0z3ysyr</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shooter Jennings</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5394">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'art rock', 'classic uk pop', 'country rock', 'folk', 'folk rock', 'heartland rock', 'jangle pop', 'mellow gold', 'power pop', 'pub rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BqaUtuQmqIHg7B5Bc7fP7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Lowe</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54794</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5933eb0060b546f3ed10f44daf80a8157329d301</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10294">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9d4b78e89928283402e774493e02ccf23ede308</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2MtaGjp33oMpAQ702qK4Rj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Photoglo</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">533</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4997">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2yRNQhOy0NS0HEBNhp8PE9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daisy Dee</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2937">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Hd38PVp634oGEb9pIDs5d</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ca88d702ba706dcab44e0c820bc63d6e92b0fcb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Gibb</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44698</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4785">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f694b01021c353305a4460cf5041dd83e0686005</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gale Monifah</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52VBEblkhAVJDMPSRcBjDv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2555">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NdZSjGpm3jktmGbvkLadW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timbuk 3</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3186</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc005ee321ee4d54cbd982bd0c0163bf316d8ecf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4041">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">430</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0adetEU8Vg0fU96nkB9Zel</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Darrow Fletcher</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/238dd487564d5df624274a2840e1963cd9851d84</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5125">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mod revival']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/563450adda1b23c269ac78dd5983101027176552</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Truth</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mod revival</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3K6DKtqcjx8Vs5XEaTgZv7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">895</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9788">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger McGuinn</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/751ce4cb4c3f2c5ea3ec53fd51fb6febb10751aa</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'country rock', 'folk', 'folk rock', 'pub rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19754</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ExrAwcOqgGjt9kFRwdM76</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10794">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69888</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caee4ff4c5a73c42c47540a11e3ce061cafa42fd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bR0cgMtkCVpm0I5yrDNzO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'electric blues', 'harmonica blues', 'rhythm and blues', 'texas blues', 'traditional blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Mama Thornton</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/73">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">681714</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelsea Ballerini</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01b7e0e05f3c844f0f7fe7d976f7bfddda96cdf1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RqBeV12Tt7A8xH3zBDDUF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11038">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b2229f7a98113dff41a05665c3ef4ac585d99c4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Be4TScwaNMKX0gF2PCn03</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronald Rusty</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4043">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1536</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bvo51530qqjHyHapoE7N2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70d4d27e298c7c1c8abba2f898f669420d2a4f5f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan King</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'merseybeat']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4069">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy J. Kramer</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'british invasion', 'bubblegum pop', 'classic uk pop', 'folk rock', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24555</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qL4moFMePG5zA87tLcCOM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d682901b5d4ae414f18bbe337f8c9d0e87a87ef2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3600">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Miles</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17111</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2E9nO9Zav9FjjlFVVtMWdw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c86c0e8735d132b564748a3a7a293698aa4c5ff3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3431">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fred Wesley &amp; The J.B.'s</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5No6BqTN5CphuxDG9xAJ5U</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8492</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24c8ca19e227adec8230e2febf89e84c4a5dd61e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3817">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hugh Masekela</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1b3F5FI7TX4IWTNA4P1kWp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50417</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'afropop', 'jazz trumpet', 'south african jazz', 'world']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3797b0c30d68afb35334337f43f5ab5063b98692</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10084">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55ewAjAqIybSTGo2O2UIgs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29b4335d9be15bbfab3ff9a0f27fa71bae098761</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Margaret Daley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10417">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13548</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c75b99f0581681fe631010946e7449242776cb04</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5F2L8tQs3nAcg9P4uxWufg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Klaatu</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'glam rock', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3376">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2x2wnwhzw2j9K6rbvZ88Qk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dick Feller</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5536a71161b42d1771050811e92ee0fed4013c85</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9851">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89648</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nuclear Assault</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iu7W76DMacXn6hzAqmJJU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c99fdac45476b080c0657bd6837d6b1ccccf5ca8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'death metal', 'groove metal', 'metal', 'old school thrash', 'rap rock', 'speed metal', 'thrash metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10067">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Let's Active</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HRtcKFPKPw6FtbGpvQviZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3872</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d794f96e694644c770439fd98e8e9b1bb7c73d7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'underground power pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6283">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4fbeb08b959ea138e0fa40d34ae4fa2c31213fe</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MZsBdqDrRTJihTHQrO6Dq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joji</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'viral pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1601664</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/64">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94ca70abceac0ba63fba54c9a3336532f754db57</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1733907</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pPmIToKXyGdsCF6LmqLmI</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich The Kid</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8843">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">544070</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Caminantes</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ziEnj8UydSg8dr68C3aut</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'grupera', 'norteno', 'ranchera', 'regional mexican']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7aa2d60ae801f2a8f9a3c502e479f3907a53bc6c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1335">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chutney</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17536</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60TYV12IFUaDfnUA0S67zb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chutney', 'dancehall', 'soca']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f45e21820925d0e890b27cc4652608a0166bcd5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rupee</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists/nanopublication/048d1a09/2023-11-09T20:35">
+    <ns5:wasGeneratedBy rdf:resource="https://github.com/CLARIAH/wp4-converters"/>
+    <ns5:generatedAtTime rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2023-11-09T20:35:00</ns5:generatedAtTime>
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#Nanopublication"/>
+    <ns2:hasPublicationInfo rdf:resource="https://example.com/id/artists/pubinfo/048d1a09/2023-11-09T20:35"/>
+    <ns2:hasAssertion rdf:resource="https://example.com/id/artists/assertion/048d1a09/2023-11-09T20:35"/>
+    <ns2:hasProvenance rdf:resource="https://example.com/id/artists/provenance/048d1a09/2023-11-09T20:35"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4088">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1298</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d40e71250114ab99419dfd8f0ef71f4b812cd136</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ahRanZQnsZmAVMNqRsimM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ad Libs</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6787">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20oQv3LStCKCjI9oQ0JNha</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern ska punk', 'pop punk', 'punk', 'ska', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">214134</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/249b42319bc23d14bef2d0e4e816661d8ec33a95</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern ska punk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Less Than Jake</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11060">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b18d9fa1c2350343e9f9b5904ccb019551b5934f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19332</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YsrgTpxX1RoZHUtjdUMVo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob Base</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'old school hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6674">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176904</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chon</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">djent</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JFljHPanIjYy2QqfNYvC0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09fad0cfd9853602d8adf5f5696b18423e04dad2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['djent', 'instrumental math rock', 'instrumental rock', 'progressive jazz fusion', 'progressive post-hardcore', 'san diego indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9144">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">298</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6844eb4ed9e30fffd7f75765e10841fcd710470e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DF Dub</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mYg6aaYwIvNmJ7wHq6lRp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6655">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bryan Popin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4154</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jfghB5jl6RMXoiXqldVhz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/697470d431efd31af76a346bb3d25435f5280663</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel r&amp;b']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1152">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'hip pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crime Mob</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186528</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A7d4sfe5ZY1RRf90zlUeo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7945a67b47ec17ae8fa94cb933ad87720b1f63b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2388">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">521073</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51l0uqRxGaczYr4271pVIC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'disco', 'europop', 'jangle pop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'pop rock', 'rock', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49272d98b97a5fe55c0514ce0e1eff13df238a86</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bangles</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5781">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rhythm and blues', 'rock-and-roll']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rhythm and blues</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rETVFaF9VOFPmmzsY3kO6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wilbert Harrison</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3588</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df4a8731295dc18b76080581d1b5c7a1b281b317</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7896">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sharon Needles</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b2a2a6c2ba4ff9727e86812acea1bbf42ff5c3d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">strut</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['strut']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yPRmfUuRcpGwOsHVqQgae</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37219</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10513">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cebdb9bc560137e069fc1e25c82c0c9e8c096625</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QLrIFnHFxQXIlEjsNeORg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calvin Colkitt</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7361">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic', 'country', 'redneck']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xsMZdxw6eEJXGTLZulONO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74133</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodney Carrington</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea7fe7bba8653f9d53c11d8f806efd78a2e5c7d5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8571">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lNFhLb3iZBY2jALESih7l</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/669c4db2ba630d540264a2a2fc22351283a03aac</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">AZ, Freeway</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/332">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CQAfzpwwaMxj3YNlb4Gbj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dessa</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'hip pop', 'minnesota hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adb44fef8409e91bb8417595dcbe8b1ceb1be07e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43841</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4465">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/392b3f6a2122a1621c9144a5c33fbe0309c8c6ab</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cheyenne Kimball</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28GmLYDzZIZWQChkzH1Mgy</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15979</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/706">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'baroque pop', 'canadian indie', 'chamber pop', 'dance-punk', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'permanent wave', 'quebec indie', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arcade Fire</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30178636b1a28ab76de5a4a4599cc9a5dd866735</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1559772</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3kjuyTCjPG1WMFCiyc5IuB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9775">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pirates Of The Mississippi</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e7611c08fcb42bc88ec5045678baca841de6c93</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14289</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0KXcDQjTAdyDkAh0hNKOiF</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/267">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2633</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Sinatra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iBGuNBYRKnNdKxm0kKNM0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8932">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27424c69f974b3df54469810b681e2b4c7b71489</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Public Enemy Featuring Paris</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jMKaRcgP7NA0uXb45JbXB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10458">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Laflamme</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42d075caff085c08c1446f0f29bc78a7409f6207</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Oy0FvqEiCHc8tqUUawWQN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N0644f9800c8e4081892e894d57464d4f">
+    <rdf:rest rdf:nodeID="N4204d311caaf4de7b8eeb9cc556c549b"/>
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/followers"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5107">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">California Raisins</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tC7pAMcEoU8En89pu1i1e</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1188</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/770add8b63512a19cb2b14c528e14375c0868bf1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1164">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mXlDbi03T8wXYwWYew0Ut</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama rap', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69799c37a792d622e6738f186b9058f6b6c0a0d3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138586</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Boy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8389">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7icIoCLEyKRyVkzujGCMSg</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christian Chevallier Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5372">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DafnrcI5nEpQ64jaY99jP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0623ff5a96669aba5aac92130bd0f12b7f7908c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Logue</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10210">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">478</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bs (A. Whiteman)</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1509b14e402077a52d4bc782e1b106467888ea20</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17DWi1v0RTWE1wpPCHxm4S</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2065">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91e6b931e4b0a3c7c379256205516046f1d5bff2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jJszR81GjA87jeRq0Jgwz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cleveland Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6409</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestra']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4301">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dancetronix 3</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zUgtmO2MEBxQA0sf1rxHw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a5d7be5e21528d61a2f0536ed2f20a9804417b7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/901">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f51129f9ba8b0704adaa425631e66313250fc07b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian house', 'bass house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25749</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KkHjCe8ouh8C2P9LPoD4F</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yolanda Be Cool</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/242">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1591054</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'trap queen']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DuTB6wdzqFJGFLSH17k8e</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b815b574c29e187dad113734d1dc5aaed400f186</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bhad Bhabie</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3879">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83f29d12b5ef9cc5c4a39232b73e6f34a8a3091f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23250</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz saxophone', 'soul jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">063xkuRULzZu8fcoPR2rKR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lou Donaldson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1871">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Voice Of The Beehive</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6686</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wfTNhhtnBtRwfoqZnHonC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc1b545c181394560e20b4c22e2f40bfe4e9b0fa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1000">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20qISvAhX20dpIbOOzGK3q</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1651979</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba18d0131343ca84cb9ab0eb31f56745302bc78f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nas</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7609">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143275</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5578671febea763291e91a12b50067ff2a963378</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3wyfo3svXNWnszGAEVey11</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'dance-punk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'ontario indie', 'shimmer pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tokyo Police Club</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8206">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45lorWzrKLxfKlWpV7r9CN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Harper</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">636626</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3f58b27247ad228434b0ce805202e625c74772c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1645">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20ZzK04IeD9EcQE12i2uRa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin "K.D." Davis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2237">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monie Love</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db1fd9baa8ffdf82d0ef1f0e40f17cb94272d4fb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'old school uk hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6579</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7dupCiguCFkYZRisA3foPu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9888">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TAoToVD5ZWFGxZE0Alzly</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nitro</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92016bac78bc5b8c31d6a64a03bf68bce0c4bb34</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2694</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4591">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wTdspmxzb8V4ZjvDodpBo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'europop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8295</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/beca80e48fc5401433d0a134d2b24b990110e56d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Touch Of Class</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1450">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kyjuan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kD993mKIytiN9sE6VyRfa</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11462">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EPM7qe31fyYvGYz4mHAad</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">620</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfd9c89b6ca016a3412bef3043396f8779fe5a9a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pop Legends</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/140">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd878e687c252c80424d3dfd3758032f59447211</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Aoki</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'pop', 'tropical house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77AiFEVeAVj2ORpC85QVJs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3213129</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4627">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FLbBFuqtJpL7BC8AngquX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">885</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La-Le-Lu</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc1d7f829a6a6419dee97a987ad5b62313d14863</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6085">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Kuban &amp; The In-Men</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mvCluPyR7DZS5PTHNjp5O</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9209">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d643592c66170cc1e329dad6942eb644dec80b7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1600</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uec8oG6090azEVowoorWT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trik Turner</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10787">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Charlie Byrd Quartet</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kgN90GlLPYu3JpiUZ0Nd0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2eb45a1b0b3c67444ee2421e63c00059070a79c1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6319">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LkSiHbjqOHCKCqBfEZOTv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">500236</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'melodic metalcore', 'metalcore', 'nu metal', 'pop punk', 'post-grunge', 'rap rock', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bcd81d7fea54aec847295726ab7968fe26526e9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atreyu</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11202">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7g6rQ236kj9vrXWdGyiC8o</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3350</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Jane Morris</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/388b44f8d199bede07e878fe5eb104a86010b8db</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5968">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0jU5OjJIpz1AjfRgDjwOjU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clarence Burke Jr.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2103">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/041078099f84ade722bc27a653c803ccf6f2057e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wendy Moten</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1584</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6X0dG1JElAP4z0ardgJGjY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/575">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1665995</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ludacris</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dance pop', 'dirty south rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/adcc1cb654e89f2e404688ae0d1bbc942ce02e5d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ipn9JLAPI5GUEo4y4jcoi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4705">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75fd21870c53bc74ab194b8c4095911a77b27522</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1J3nCyJ2KtGhh9JuywOrVD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275275</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LSG</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9436">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/626db7553a7b40f0a3445c93b04300a9a5c61b51</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Ed the Asssassin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63kuPwp5g4FZOiFWWEp4hF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3685">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8975df4cfb8534f9c54b2578f999e79e2f3c8d65</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">611</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qqbMAQsLfHfEjXj90wt0M</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nativity! The Musical Original Cast</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5983">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jZOiPysIzYxbDcDEOZmhu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14839</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ramsey Lewis Trio</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul jazz</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d27c544be6de9879e7668a80af44523057478633</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/29">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggaeton</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggaeton', 'trap latino']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ozuna</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18535227</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1i8SpTcr7yvPOmcqrbnVXY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/490e6f87a88682ba890bfaedee0dd0f512fe5c1e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7777">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RxUeUyMaEe2T5tvULq5j0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snoop Lion</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b6e02cad1325f5a1205fbef5caae154551661d6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286297</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3932">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clifford Curry</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'deep northern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c95e604d86f34c8e51d2584a46ad7b9b0a8dbd6b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hJngG2hL6dItHWJAax6wT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3915">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jon &amp; Robin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/434307f1b3bf76fe99d5a1558ef5b34bd7fa9722</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GdPCwrerFsj8OT1o7dkLS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8764">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clint Brown</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5471</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/793a11d1ff2af44b2a43b2a4373104a7afaf9125</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CMSujYlfo2N4ZQ4uUkc5H</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10418">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97f4e6fddb4b21278142c3a99d99d52f9f19e4b6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'psychedelic rock', 'symphonic rock', 'zolo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gentle Giant</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hrQ50kU6hMQBVLatqUqnO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89405</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1263">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5eyMzR1hYiEZtN2c9ly2kw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a264988c443227309d7a858fba42055747bc5b41</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506508</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matisyahu</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1558">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1047521</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'europop', 'pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c56cf0cc89c8ecfec7145cf065ea2006d0706605</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">*NSYNC</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ff53KvcvAj5U7Z1vojB5o</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7283">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22482daf016a1eebc8c52058fc9b99e42bf5609e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metropopolis</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Data</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metropopolis']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4S1nvNHWiZLP4rzwmULmUa</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71233</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9594">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Top Authority</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty texas rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C3GgDh3rndpHEfsn23ffJ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty texas rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fb56f88b4960775db02e97d18a270381e6f7f30</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12407</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8358">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47d87458584a0af4acb896951bdeeae5e4ae930c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frank Cordell Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ge01HC6kiFnyuCnSBy8Gh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1963">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ac7a87c8ce2bc6bc026489d02c567ce7967223b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miss Jones</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">465foFen0puVay6xVUsFwE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9346">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7e1933bd5c9a320425420c813c9cfb125514fff</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9803</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bumpy Knuckles</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boom bap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boom bap', 'hardcore hip hop', 'turntablism']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pqZVedlsryCmpMGf9L9zV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8749">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wXjctGBzxkT0ghwfQ8FC0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79141</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The High Kings</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/999705b772d1c83515009649986c8a308a78c9d8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'celtic rock', 'irish folk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1122">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ef571277be94de8f18d1d6804f0adf22aab6d9e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Michael Carroll</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175505</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vgqbvuLEUcrg7SB1kRTYE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6120">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fVz6gMf57Q3CymbJqN1eU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Hutton</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2786">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c935305719f26d05c9d9b51b5b838d5448b44a27</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oea1hwGMfUxZbLxJc1XUN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Tosh</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">552573</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'roots reggae']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/460">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian dance', 'australian electropop', 'australian indie', 'downtempo', 'pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flume</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1801176</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nxWCVXbOlEVRexSbLsTer</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3b6a3cb62f0b31bf30c5441c0c1a5a2c5f0a013</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10256">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22306</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestral performance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8680bc690ee5747b08f6a9a7566f000cce6e220b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestral performance']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">André Previn</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tfWguHr2nj4e8KXLKciVq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7019">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop', 'pop rap', 'rap', 'underground hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228659</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00Z3UDoAQwzvGu13HoAM7J</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skizzy Mars</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fc443452bc4112a8018926ee58a3fd628698c4c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7692">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joshua Rogers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7d6476d31bb775cbe9d9cc889a233ab9b3bce07</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9711</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KBcqZsPHSmTNVHrW5zkTE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2123">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17279</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7zgtJuRm0JcJpPQRjCgXT7</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'gangster rap', 'hyphy', 'west coast rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/493a0eedb69446de76b5351a14ceb00ab4e8fb83</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N2DEEP</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10857">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0vbykpsZwxi9Z6P27AhVqJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clear Light</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/be8c8e0c1dfd0342e8519c85260becaf1aa34045</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4189</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'classic psychedelic rock', 'freakbeat', 'psychedelic rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8779">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Y6XNv1dfyleQBqGJz0BGi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Primos De Durango</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190844</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/584602df6f6c2e066e06b2eebfd972c1da1457b2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8833">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75752</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76d5b32eea9578f56b8b9ed3eb0eae0777116dca</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Clark Sisters</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VUdDU44uo3KwSHc9lAEFE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10324">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aweful Kanawful &amp; His Rubber Husband's Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rochester ny indie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4w2feYwCJTnXwgqhQSpPTI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rochester ny indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b3a1b7dc9b2242870bf224e3994cd9e1399aa352</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3130">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['corrosion']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rubicon</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4k3iS4bsVsTi9dIq2ybtWK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/288bd754fd17e008d8b81518c83cfe73a3e6b59f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">637</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">corrosion</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8309">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'video game music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50060</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e194c6c3fb2fec7ad3aad59627b37bd01d766ea4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martin O'Donnell</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oERdzrfb6kmNMzPNINZib</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4533">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146874</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f50eb3dea82fcaca1c321f01332cb1125305293</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smokie Norful</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sD8Amms4kSxs5tBV4CUmR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6890">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16QCJENzcdhwka9bTKYMVB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'chaotic hardcore', 'emo', 'melodic hardcore', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Touché Amoré</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3fbea569d42dbed6a0011476a43f1cdb20baad1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97068</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8015">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41c8afb61c8c4d52d59e80bf89e724de52158bc3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Byron Cage</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bxsoj9E6Z2GoHVIswbRez</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105715</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7349">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Agf8ZtreYoKAXgpeAd7GA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119063</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'praise']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">VaShawn Mitchell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec4aed8eaa228c363bb44f5606121229c4276b1b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6300">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mathcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mathcore', 'melodic metalcore', 'metalcore', 'progressive metalcore', 'screamo', 'uk metalcore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZztVuWxHzNpl0THurTFCv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">370193</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b9294dc25928c9773d8d0b9e5b28a0bdf8d265c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Architects</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10595">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274EJF4k884BDV3jB5JkC0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of A Little Night Music</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52f0ee5c5218b11ca3cca5709c209898896dd2aa</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8929">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van Hunt</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KZ6qvHEY7prblYD2VrOd3</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1213ea4ea1732c948e98589ecbe5cc04bd3fe78a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31510</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2482">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9208</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Shaw</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cMIEub9j2vbMGF3GOETWi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90f0858eab0c002201c035ff3146143672ee7045</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9620">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['orchestra']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yeL5iw4hXNZtd8T7FOoFU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8039</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Angeles Philharmonic</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">orchestra</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3fd4ea1ce4196fd2a9d8aeac4780344cf3db1db</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/710">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeezy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1344026</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64bd30ed162690e0de19876c29c306327ed2de12</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yBK75WVCQXej1p04GWqxH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9026">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Thrills</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22263</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tYc0gVOzssZmLpVO6wh7L</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/604b6f65c9c82bc277768770dcf2b09cd827ef73</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1741">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1029</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ELimrCB9CnQYcbhRKsjf9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dakota Moon</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/544641d262f9b6fd33616942292c5202c433be57</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1441">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7E1r06wbRiF2soZtFoc62z</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6749</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a19283700a6d0462999d939ef6df6ebbee2cd98</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6414">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Father John Misty</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">484339</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kGBy2WHvF0VdZyqiVCkDT</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc49de93fd4b99de3d42520199e2e203e07c8fa0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'modern rock', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8190">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69310</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Da6v0shOpKrOG07ZxonXo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8de9258332c62262364adecb53a458bfb2b1fc53</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Corey Smith</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'texas country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10992">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12679</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NkpmkcWNxbWydBaETRfqT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b514ba7abebd428d80292197ffbd69672980e67e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Gontier</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1326">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/905233ed063a6350613c571e8508b65c3ae98080</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queens of the Stone Age</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pejUc4iciQfgdX6OKulQn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'blues-rock', 'garage rock', 'modern rock', 'nu metal', 'post-grunge', 'rock', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1943135</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1712">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21192</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pras</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jersey rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0kJMPTXq7h3ztpDukSx5iD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09b0624568ffc861022121e606c75643907c0348</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jersey rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10875">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VBmFpwjjnu1ZX24YqU0JK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of I Do! I Do!</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6669deefe59a6f3eeb15e9e86c7f37460b216943</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5113">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">swamp pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xSQvRpIz45QcrhChmM26n</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Al and the Heavyweights</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['swamp pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fef4a5b57a5331b49ffc8ffe987bb4ae384559e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/688">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R. Kelly</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b81390065f0c65c26270a4ca1d2ceae3e30efed6</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mxe0TnaNL039ysAj51xPQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1939362</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2862">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Xf8oDAJYd2D0k3NLI19OV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CHIC</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e9c76e2392d995543a59d718d322f8bc1e530c0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">340072</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8803">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lori McKenna</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OV5mEATxtVma7fleFaUyl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79d0700db28795c6cea7de08cc2ecbb98b2ab3f7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk', 'folk-pop', 'indie folk', 'lilith', 'new americana', 'new england americana', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29256</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8010">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">la indie</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['la indie', 'metropopolis', 'shimmer pop', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5euJsEvfrlfhYDorMR40OF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd13c52c6898a29f312c31ddc5d5ee926a96dae3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73157</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Milo Greene</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2369">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">626</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Shaffer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz organ</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10b681fb63e47040c1a9de6adbc82afb394b38fc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2CAITNejdagAXH9Scdt97z</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz organ']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7100">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16412</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hO5XbzrgqZIwurIDuB3i2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Braxtons</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb878a046cc54ff99ad12bf146b038bdc0ef4aac</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6607">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">631334</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'dance-punk', 'electronic', 'electronic rock', 'garage rock', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'new wave']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">066X20Nz7iquqkkCW6Jxy6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LCD Soundsystem</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8d0cb93fc39fdcdfab0ea7b4ea64d449cbb1aa4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2488">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">738733</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Idol</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lzordPuZEXxwt9aoVZYmG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'dance rock', 'hard rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d07a9712569938da6cd1997de783aa0e38414a4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8822">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e2be495752db3c6620bdb06600939be0b5f82e9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country rap', 'country road', 'redneck']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cowboy Troy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Rd3kr9QoBdHGjD1Hk0tkj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13537</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/961">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qk9voo8llSGYcZ6xrBzKx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c9f1c7f7d35c8a880dc520bfb24f7ebcaf0bc14</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kings of Leon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3944629</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie rock', 'modern rock', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10882">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5if6qdSkweSBwhdvFfKbcC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d565a57044d95d61d157f120163e6b946a17ef</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">496</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Bock</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5146">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Bp4xXabhvbSB51SK3LJim</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Anderson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2123</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d18f25f978ac06430962653f96c3119c80fd33f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7541">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/301a285830d8ca732c51272eae0ab1c109b62f25</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0elQWchO3HSbmx0M9bupll</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1352</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Alvin &amp; Phil Alvin</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/63">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tory Lanez</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2443773</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/319b5b30148cb0614be70f115b272afc18ea69c7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jku7tDXc6XoB6MO2hFuqg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'toronto rap', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4393">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Union Of Sound</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6959</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38ebac5b7dac50feae6e586c638f0b110503db22</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2fHzyk5XmAMsYzJeT7xM8Q</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11233">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b6a41ef50f1afc17e5769fc5b3163013622a8f7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68ObLKaVcydEMXDZLVlV0y</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ryan Malloy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9817">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">779</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carl Stalling</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec4bca31554d7a9f254147dc62d3a79459340e9a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08DSLJzStQLYvOi5kBSHlu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2678">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cdc6f9707988cd602164687718e2b9e868ee129</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142276</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Crawford</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1twC2fwPG5FkvYcMpVBQRz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'disco', 'motown', 'new wave pop', 'quiet storm', 'soft rock', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6726">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">265276</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K.Flay</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'escape room', 'hip pop', 'indie poptimism', 'modern rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5138f90092a4c0d21acba18cd3bb77fa0aebc88d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pCNk4D3E2xtszsm6hMsWr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/213">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4416337</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blake Shelton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UTPBmNbXNTittyMJrNkvw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/704a88bf76795068aed22bf681aa51265a49f4fb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2809">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">229817</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ff6575a23e3ed3e280317dd0c71e39f505726a4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop', 'zolo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ultravox</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iUjRVvYCsMfz7tuAQtBDI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4863">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43519</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cracker</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'alternative rock', 'permanent wave', 'pop rock', 'post-grunge', 'roots rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b2f767067f78fbde8ced6509bb9fb286a221f81</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ODQJS4mk7rVBJXjdqByX6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6005">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">676</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86dadfd6c39d8f69a282b2ec1b2f39bcbf9ab411</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01QifrMKfKYrfMWuog70z6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Instrumental All Stars</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1900">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'diva house', 'eurodance', 'europop', 'german techno', 'hip house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57528</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Real McCoy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vRfKzjQYJQd67X8x49MOh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daffe96fdad980a195be933d25e2ab7ec619e6cf</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8802">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31bf2c8259125c9a09e1b072765f5f199a560239</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AgABRd0De0YyZAivuPtFF</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Halfway to Hazard</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4112</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11076">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hbNj6TYc5VOuu4PQnmnpK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nazkar</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6501">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cJ5tVoeAEFcZBAwSZ0CtF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/657a8c8481e66d302851f30cc9ec2db929fa1c72</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104749</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Plot In You</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3479">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22519</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XJPGyxrP66scKvIE9kpPN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lyn Collins</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/054e491055e751c45a09b4e94d1a6821ca31a338</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4630">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J-Shin (Featuring LaTocha Scott of Xscape)</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">297</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13UwRaADQI0yTqjPBDkk6d</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9345">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dynamite Hack</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jddkwDLW1TOlqdjfK4ywk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/975dc6f76bacde95b346931e901371c33e06fb9b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8382</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3793">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hTjOmHk7qrViVHvzd4jaQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/615265db56ea878eecb876bbc74773603439675f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kasenetz-Katz Singing Orchestral Circus</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3207">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3989c71dc9e03bf2732323b53c220809a4096aa</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08syO7CSFkFyo5s4FseVSw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Infield Boys</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2280">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wy8UY6j5hLGbZWE1rC0ih</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronnie Devoe</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/229">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77kULmXAQ6vWer7IIHdGzI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147390</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jordan Davis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60d7536f6bc5cf04222a9c05e8def6dc1417829c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5301">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103345</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5mtKpqeeaFavW15yIX4h5e</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf81083c4f122e3f0e99a444b250c067087cb0a3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slave</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3727">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ohio Express</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5872173b753cdd590efe3690ec10abc69049d11b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10343</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EHdKd4m8DzNf9NhVeJSVI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1375">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'piano rock', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">453959</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18bbcd7d392b5f48754d7d89afe37f979fb47199</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Five For Fighting</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FgMLbnZVrEnir95O0YujA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3593">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e60fbc828c210db99fd3933cc14a46dafabe38aa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3110</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7aLNBjOlzOCyuFmytbbeYM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'classic uk pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matthews' Southern Comfort</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2277">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ab5100c82c1aa8b63b5ef7511a8a89a258096dd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M3TtMs03DHCYvzbgzBnyZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44826</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trixter</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6204">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/637cca1ff64584e9606bb4a4725491f9bf4152da</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bsbqU6d3OFRlSy2fB8gX8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Del Shannon with Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11407">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mixtures</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9aed7a384396bada550bd010d1ce69d14e6a5097</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uPSzsWGSzQZfihkPkAvfN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">367</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3276">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gi3jmwpUpNWdswT8eEprF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">355511</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f895d7cd82d068a7abf3d554577dc42a79853be7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'country', 'country gospel', 'country rock', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conway Twitty</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5809">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4O3gjXbRjxfXWvMLgTNPH3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13b2f005b8c5ccb0eef874d53c5c66ab297f9862</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin McNamara &amp; Friends featuring Sheila Kirsten Hughes</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1795">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2906</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ph9AkswS5rY4Y0pVrYoSZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f974b533e7e8d2d8fc85e368848b1b0c5d60512a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yvette Michele</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11451">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3cbff370b24d096fb255644c0ce581e0c3c66a8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pyramids</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Krj6vYZibCNyVu9iLqlt8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3184</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/698">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Armin van Buuren</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3014343</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SfsnGyD8FpIN4U4WCkBZ5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'progressive house', 'progressive trance', 'trance']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca02718b0e5c389073e8dba56417acd36f541523</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5096">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5562</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5tAiPLHijfu43jui1XuiXq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9a3184fad2ac61c978ccbc1151a4e7841d73bb8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Reed Network</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7114">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">EL VY</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daf8fa1f9159d424dcaad7e7c1719e82e27d0e21</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51910</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zsR0Nsw8G2KuzKSdmosPI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2499">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc5c1841b5b126623ad710c4be2cff6f9dac694c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18577</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dhxm9QdU7nzflPS6xGQ8P</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vonda Shepard</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8205">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b3395ba0c1db6defff331125ccf99b67d755926</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147620</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Egypt Central</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1d5wNTZ8WZYE5WuXXjug9w</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8940">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'show tunes']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4aP1lp10BRYZO658B2NwkG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ba012f4cf18253d8ddac2d4697e4fb5ee22d447</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Lloyd Webber</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">148817</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7735">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'anti-folk', 'art pop', 'art rock', 'chamber pop', 'chamber psych', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'singer-songwriter', 'slow core', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/beaa054e4039bef32479c8c0d3546ffa4c84e96d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67388</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gqsi6aBSkRMJoL9psKqMr</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Callahan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2067">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17Q9sCBpIyS6yM2YyaI6R4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8630682d26ab7cc3aa94495b80d78d66531da6b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'rap', 'turntablism']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101088</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lords Of The Underground</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10193">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47afea63b4d66dd889a47a1bb111f7b5e94bac51</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Post &amp; Larry Carlton</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3D3ZXceMKK78mcGcsroslL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/0">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34554242</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ariana Grande</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">96</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66CXWjxzNUsdJxJ2JdwvnR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1dfbe843b0b9f54ab2e588f33e7637d2dab065a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8792">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3613d0d1ca35b3b04ed18ce13067d158d4287eb5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q0rjReMjmAaHzn048NtB1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40 Cal.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17335</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4317">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kreayshawn</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51xJF4OqJPHWop1fv0VVyd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['escape room']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130937</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">escape room</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f7115726a9416270dd92d7f11f49d6fb61b83b0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2347">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Lord-Alge</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zRwW2z5JOtEgK5OESwlgx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5095">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WedTUDKS8Ui8MnQEfyiPk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c3362f0d43b95121ec27da367be4bf7cbb51e1d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scarlett &amp; Black</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6180">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lorne Greene</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d994a6f44f86b956eae538596c8d00a7afe5a9d5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2067</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CHyTolf8RTuUaW4yYV52d</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5561">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dfb63d886315b67545b17cf4216908b714b092f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kiki Dee Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4b4IZJ8ClQ3LayffEW061s</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1024</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9434">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cardigans</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b0b8b24424033aac921f37c51917d8533622613</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">454175</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'folk-pop', 'lilith', 'new wave pop', 'permanent wave', 'pop rock', 'rock', 'swedish pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tqZaCwM57UFKjWoYwMLrw</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10575">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">166</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Tfk6zhQU1KGfVeRoeqWDl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59992596eb1a63b6ddf6efec6537a0e97ff7cc76</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The DeFranco Family featuring Tony DeFranco</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9704">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K.T. Oslin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9e79a7e6d5926953c4c0aec512bcab6391e900a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MMNJf1JrxeSFE2pcpX50b</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53601</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8583">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3376</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c216ea9b2787a4f1b95b505194f2d2be35d3504</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6R4blCfeFM693nL3QeCeAH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skull Gang</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4521">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Cnz0jA7Cwlj34nLkiWsRg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b58387e32b4755df7d496e0e579e66fa190b3fd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherie</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">685</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2221">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nelson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jJcbGPjjyEhAoU02ynHaA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c40344fe27279e9f5f8d4bc64e0e231130d8c49d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30469</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9040">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['el paso indie', 'emo', 'emo punk', 'midwest emo', 'post-hardcore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bdf9d1f3bfff82c9d19ce0917532c062036bfce</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">el paso indie</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DWWL4kwLZMBLsmVsbZYHR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sparta</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38352</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4958">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acid house</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adamski</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b6c6e79dd4c30cf5306882cb19257821de11f13</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6463</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">737Z8bAmJiUqg2I6Ru8fYV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acid house', 'hip house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11059">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6959f9bd4ad4acec49b6ba41e3f9f10c92cf4938</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1141</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flash</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6r327ya63MLzfVpJx2dzo0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1544">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tUtWRGkgU68o7EblHWxgM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.L. Hugger</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2322">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TPWj56uIO4N5puju96P0J</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Page</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71b818bac2bc8c9a1131693ab8c17f49aaf61972</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18209</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7269">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146642</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14bf4677041edcbf06f0c9a729d58b1532b0ce64</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'ccm', 'christian indie', 'christian uplift', 'folk-pop', 'indiecoustica', 'indy indie', 'neo mellow', 'roots worship', 'stomp and holler', 'worship']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16QSVsPKl743hu4U5C18R8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Garrels</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6439">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224034</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c67b58aea8196b0938a1f712d45cb601f344b620</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trampled by Turtles</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GjVVVcFmUgEJEAAsbGkf4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'duluth indie', 'folk-pop', 'indie folk', 'jam band', 'new americana', 'progressive bluegrass', 'roots rock', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7370">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'escape room', 'experimental hip hop', 'glitch', 'glitch hop', 'hip hop', 'indietronica', 'intelligent dance music', 'jazztronica', 'wonky']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flying Lotus</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29XOeO6KIWxGthejQqn793</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eeb8b29fbdf6b259b70495ba52de0ee82a42e110</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">469988</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9868">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">472</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JMajb2cdXN3DLobIT9jjE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61e15cbfa470e06c6a869975563f548ae6d2a723</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fetchin' Bones</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8893">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c280d7bb128bb918a551d6a276699d2f2597b434</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8127</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nj8NaPzB4EdvfnUEqLkdS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Under The Influence of Giants</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7179">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/026319b7ab6d4913b37b3b4b49f755dc90d2410f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60162</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55RI2GNCfyXr0f14uIdhwd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Thousand Horses</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8305">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jsd6NhIcaZVRJBWu9wW5B</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ab0ab836f3ffb9ec25c8090a3ed6a97633c5d45</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Krizz Kaliko / Tech N9ne</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/514">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yiQZ8tQPux8cPriYMWUFP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gwen Stefani</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'hip pop', 'pop', 'pop rock', 'post-teen pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e97075f4f0f5b9ab433277f1e81711937831af9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3245922</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10700">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aea8c5f1bd23fe0b473b50dd4caf5432b145bcd9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12fzPdV57ySBxIF3eb6OW8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flip Wilson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">882</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5889">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lg29abk7G4SJ4ICS9EqN1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thee Prophets</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a3b4a35db6bcaf5b2c8cc3d6a8a09c540eb2ed0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9647">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c69cd3cf70be96f7525162462477ef150ce93456</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14147</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Samples</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KV8ACcPuT3Jyx9Bvh6OFs</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9157">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v3WSmu6dy6Y0mFBWYPcES</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Socialburn</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5248</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge pop', 'post-grunge']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c06d51855251e7182eff27b6e39e9ec05c104479</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5668">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aEMARkjW3SYYnGLTLgCks</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6f9a117007956a4220c2e6a91b696d9b8c46041</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1316</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke - Ameritz</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10993">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">In Tune Productions</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a86b7d9773c57693d0077690378b19fb9ddf7e25</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wRjqzG0i7IFw8s9bvBrK3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2073">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95 South</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/944d639f2e06e998bb34a6147767c840ad2a103c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14861</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vjd6YHdWCqO3MWaYbxDf0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6912">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/202cdcc8f9c5377ca14c5234c6f9425e1be7048b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Housefires</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6egyCFgiJ1j941PaxKoWJD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128117</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4566">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30409</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8bfd1b941eb0b83ca224db2fd07287bf88368a2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63mUiSpYZTSGIdZR4c4kkD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Déjà Vu</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7302">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PxqJghOAEvatt0scJvili</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35190</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mathcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mathcore', 'miami metal', 'post-doom metal', 'post-hardcore', 'post-metal', 'sludge metal', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab6676d79cf9d34dc92a87de6182aebc46eb2ba2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Torche</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2211">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">585</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Naomi Campbell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IKQKM9T5OIshijgLD8ZyK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4361a6edca10a2eade10ecae483872cfcb046977</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9552">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17070</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RaSfqo4f0b42iNouQeAKK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tracy Bonham</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston rock', 'folk-pop', 'lilith']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df09469f8ab1274c803b2b2bc4fad68892c9d3a9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8168">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wMYATkanaMX5FH4GMVZ4E</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ba8089ef7c375f3c984f07975eb284898d57f3f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44498</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Tide</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3630">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2e53aHBQdCMKWqHDuyJsjC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0710c8d0247d0710cfb5a2cd153908dc42ca08f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Free</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'classic uk pop', 'electric blues', 'folk rock', 'hard rock', 'psychedelic rock', 'rock', 'roots rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215580</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/251">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thomas Rhett</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae406c9213a87f7ae2db5851285afa2e9867ff50</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6x2LnllRG5uGarZMsD4iO8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2856240</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10580">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sick Of It All</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e42b743ccd2e48b76e38367e254b83f68684d6f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Px6nQCyIRM4Gj0tyvZ1TU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'hardcore', 'melodic hardcore', 'nyhc', 'punk', 'rap rock', 'skate punk', 'straight edge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90291</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8004">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reel Big Fish</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comic</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bXhZFreBJF4QDUUiMmtZW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comic', 'modern ska punk', 'pop punk', 'pop rock', 'punk', 'ska', 'ska punk', 'skate punk', 'socal pop punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94a40f08be10c25174e5e68ded52efc45ab8ad13</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287888</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1672">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bea928e9f90fc6a8fc044251e2da2329d9e7453d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14ZxDAK6ITtZZqPdiWrvSn</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194157</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Everlast</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3124">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BVxbl2zUDcXgYYXTTiDCv</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb740a9fb1a70d66126d5113f05b1af23964393f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doucette</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4722</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10078">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9af5d5e707d75143a4fe8b34191f70dad4abc530</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wHS8GkPTwLlp25fuXG4jv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gail Dixon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10011">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber orchestra</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Konzerthaus Kammerorchester Berlin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber orchestra']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">503</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78e09092f7598d9b8c916b053cf179137cecf12b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19z3Is8jPDFmLphrQ2w2Du</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10685">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07qXhgXDj4u7Pqf8AHRMtA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76afe65762ddecc839a7b4c780d4198da65752fa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3980</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waldo De Los Ríos</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5464">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Anderson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28729</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gWNSMYCSHF4wxIs1XTSDh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72dd285797e86e04bf0f344e861de656b149991b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6808">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-pop', 'k-pop boy group']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3278550</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BIGBANG</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Kxlr1PRlDKEB0ekOCyHgX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29e1fb0593d84c221e9447c6da7da5eff203e37a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1090">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Buck</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4pr7J7wzgObkE3DD3Izi7q</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">505837</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/897e8215aabe5527e4a3cddc3738a9ab55e5dc5c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7126">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104395</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Lawson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb6aba354d60d5dfb698eebf2b082d452df06ae8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">devon indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jhdZdzOd4TJLAHqQdkUND</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['devon indie', 'indie anthem-folk', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3891">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WxOgeRxUt0MwPrI7A5atQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea32aa5e50ec26a6ea889d71a33d60e98e168cf8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Curtis</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz blues', 'jazz saxophone', 'soul', 'soul jazz']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18185</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz blues</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9951">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['basshall', 'dutch hip hop', 'dutch urban']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3152</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jZdMwF6R1JW2QPNLwMcSz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ef3fde36294afcdd6e4e43c7efc4513feb48874</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Finest Sno</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">basshall</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11467">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7twNB7T3Jszx4WIQIbwM7p</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/918ac3e1b8b3f0d57cdfa72b30248e8f4692729e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Entertainment</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10034">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b64d3693415ea7897b426c66871c4b321c4a11e0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mvFRE3xP0zlD7UslNKjfI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6633</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason &amp; The Scorchers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'cowpunk', 'power pop', 'pub rock', 'roots rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8099">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['screamo', 'trancecore']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160149</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">screamo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Attack Attack!</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FcRUsTmnEQfVCH5OIKSpb</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5c91044609925e2afc910392358d32983441e34</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4562">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73yonhSeG9UY7shqUfk6cd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">555</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Hahn</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1735">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1982157</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'jazz blues', 'memphis soul', 'soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aretha Franklin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7nwUJBm0HE4ZxD3f5cy5ok</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5662abce23781f86275ea6540c6e299845f8d82</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1536">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City Spud</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3L2SIGZah4QZSvN4wC8rHl</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9351">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Ashcroft</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HGTHrRQkw0BtevSo1jucU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213412</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/025d5b107f869258d3c4043d15d2cdfd6ff247c3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6529">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e48bf7dad917d592606898dfbc20976338035b14</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Typhoon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41370</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6p6WlxIkeWH8yOYvciFfVl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'portland indie', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10101">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0958535039b2b6febf73a1ff51e6dd4cce32101</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24987</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GGVr7WgIWhsnJNdGyPklP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Egyptian Lover</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'miami bass', 'old school hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6311">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed9289d9e70108a6e814b3cab6c92f554705ba79</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shy Glizzy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DvtabXAjfrMihPP6JQdHs</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dmv rap', 'drill', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'vapor trap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dmv rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467791</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4387">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt and Kim</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brooklyn indie</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MSMDY0ClgWqXApU53I1L1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70b38f0803fa39ec57f22c20ea923d2664147fde</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">316491</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brooklyn indie', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'shimmer pop', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10305">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rod Stewart Tribute</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0phbPFDobQNvbj8hKlpYUt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8705f5594d3b810574aa39c6528f76e03c835d6f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7429">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xVWSPiw5B0OduIC0DSu3V</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'modern rock', 'new americana', 'piano rock', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89515</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delta Spirit</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac4dfa248155872e6d2ac21a80399b416aeff69d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6348">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fxyWrfmjcbj5d12gXeiNV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark trap', 'drill', 'hip hop', 'miami hip hop', 'pop rap', 'rap', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark trap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4a0ad97006408d757b5efc6dadb5932f4c9b98d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Denzel Curry</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">961520</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5616">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marilyn Sellars</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b4533d14dfe2910baaa34e2921bb244b170db18</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39porFWhd0PkDp1NqHV4qP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8003">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138896</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fmq5mv6HnduZdlTOEYBC9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3842c32bf716985891b6944cc09838130a5888a6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental funk', 'jazz electric bass', 'jazz funk', 'jazz fusion']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marcus Miller</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6222">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69f4977968ae29b8caeb4faace98b8a431ab844c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16w2xXCDzi0HfnmsJX0j2Q</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1271</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Umberto Marcato</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3906">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Country Joe &amp; The Fish</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2e3a58983247c8afde732ec825f38ad1d492102</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic garage rock', 'classic rock', 'country rock', 'folk rock', 'freakbeat', 'psychedelic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0a63dfrxBQKqh160P8iUNL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70625</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1004">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a383e11d889a47e7d7f452df5498ef37498569b1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zOuQuYGGcrtDYYy3YFDMr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">F.L.Y. (Fast Life Yungstaz)</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3174</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3306">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'brill building pop', 'bubblegum pop', 'classic rock', 'country rock', 'folk', 'folk rock', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FAEZeJcsYYBkNq2D3KGTV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">365080</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa4bb75d6dff8cbb79e790e370ee27a40b3a6cc9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Three Dog Night</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7145">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tNLRmiAN8hpmFrbIHiHsy</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'alternative country', 'ectofolk', 'folk', 'folk rock', 'folk-pop', 'indie folk', 'lilith', 'neo mellow', 'new americana', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c03869cf27f11f207032a22c30bf9da02c72823d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patty Griffin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79833</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/917">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c01d5dc75aa64fe8f02f328cd7aba52be513ec25</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">CeeLo Green</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nLYd9ST4Cnwy6NHaCxbj8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">360948</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4030">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cJ3V3p94vWT3fNXGAOBXe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nancy Ames</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdf983c1b4ff15e34ff6cc077a5290e91dc199b4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/604">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2305</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9458d63cbc73f48e968299869f2cbc89464217d1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Madsonik</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23rBupd4zSysh9lAzsSFb0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10495">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66679</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d47e45e354175b3b5fe5ae35f65df69028b298d3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ao7NH7lRyQAeKQg2mlTcO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'instrumental rock', 'jazz funk', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mahavishnu Orchestra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4613">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yolanda Adams</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">250169</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/135b0569f138defcf034d88942380b066be5dd12</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47opbYEKDjXnRk9uLscp11</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5414">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3486</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01aaaf6a9f27c63d2539fc641ffcdf5bdf7388cf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OWX8vOXHDmO2UxsfaJnfw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foxy</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8416">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10387</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6b63962394e6b91c92aa0091a5a0858fdaf810a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B6TQqMQNF8DWq7XoAr4kf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murs &amp; 9th Wonder</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3916">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">358</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ee5199059023f8daaf59583352f593ac09ca8df</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7hm0Ngouir56yhbzXu9yRH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keith</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4362">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iMzkXwBQHTYmyoR0teiDh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2059</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A-Type Player</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/82d34596e3894eaa905dfbb18efb9ad83f2046f6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9452">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'west coast rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99ac7332ccca59802ce51d9b1016a1ddc9098474</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Ren</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fbyGOEjViyE97W58eGEgU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183959</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/344">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jVv8c5Fj3E9VhNjxT4snq</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">951812</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Nas X</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12d5ab979779aa41e697ce823328d527e643e4cf</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6509">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d45753e901b9b5fae48e047ba5e52f08023df162</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58232</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap brasileiro</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OLpdla9YvZOtlPnQkXScl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jovem Dex</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap brasileiro']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10980">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3UVlK1HFCfN0cXRiXwMNGS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f5d4daa4751a1a4ca021cb542cf96594f3d64758</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Jennie</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10613">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LwB86Ve6LpHYtsbnu6bvC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10e9f0882e0f09f93d6fbedd1beee0bb7b07ca59</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1873</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">harmonica blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie McCoy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['harmonica blues']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8458">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2buJppisWV2GWWBWgkK074</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57967</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'melancholia']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fdb575a1fee9760d06aff9ee2dedd53e6282c591</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Swell Season</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10932">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['opera', 'orchestral performance']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4312</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">opera</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a5c7561e6e59d694693d21b33b0439ccc34e90e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Georges Prêtre</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lfbI21DXOiKTCT3Gb802r</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4309">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hip Hop Beats</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13622</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18CgXERtYfAn0GMXOU6ekW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/628a1dc4980f506e16266dda9f73e6ef201d950d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10251">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Ely</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'heartland rock', 'outlaw country', 'pub rock', 'roots rock', 'singer-songwriter', 'texas country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">388Y4nUQbYSyonhNlBEypT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16119</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37d5a4f6cd0ea334dadb7cbb95e8a7848ac4b3c1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9387">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9db46f86787dd97223a696f5e75135835bd471ae</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Streak (Motion Picture Soundtrack)</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sImPqqoy9mxcalQe3AbuP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6756">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd287495f883d151c1037a9a28a58ce733c4fcd0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Obituary</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SbGI4sb8dAKFZnK7RFyhz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'brutal death metal', 'crossover thrash', 'death metal', 'deathgrind', 'florida death metal', 'groove metal', 'hard rock', 'metal', 'speed metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">189774</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/334">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rubén Blades</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'latin jazz', 'mambo', 'salsa', 'tipico', 'tropical']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56b3a34dedcaa9a3be3dfdeebc60598b4d13c8d3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">491911</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BwMgvRwlq61SmknvsVIQj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1517">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">405092</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aEWnrN8h3MhuFUPRfaVuy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d8fd0c96bd5a6fecab9b5bf06775fe0afc4aaa1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Case</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3030">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fcPqfHfCnNnKTFT8GwSei</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/380f609842fc7fca8b05c99741f3e7a4494d5e52</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41632</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">England Dan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'folk rock', 'mellow gold', 'soft rock', 'yacht rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4047">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british blues', 'british invasion', 'bubblegum pop', 'classic garage rock', 'classic rock', 'folk rock', 'freakbeat', 'merseybeat', 'protopunk', 'psychedelic rock', 'rock', 'rock-and-roll']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/468120d2def81a6e8d9b850158141e703222419e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5BaHqGtf6UAZnHfqdPaTDA</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Them</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british blues</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56689</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10334">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CVPWJxLGhSdyCFkVMl15L</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2def5d5ca97f2bacaf9bcb3fad47c10b5a056210</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Is Forever Fabulous</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1663">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2905ddfabd560f453c268a08a6efc321e983bc8b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'canadian singer-songwriter', 'ectofolk', 'folk', 'folk-pop', 'lilith', 'neo mellow', 'new wave pop', 'permanent wave', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">447540</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah McLachlan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NgNsOXSwIzXlUIJcpnNUp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6763">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic metalcore', 'metalcore', 'nu-metalcore', 'rap metal', 'screamo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emmure</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1C62FV9Cltn9L4c9jAwCyk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182406</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8bf6f2f1dd5c3a55d28d19b1776b71752d8c88a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10328">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TbtUt49IMXEIMmNdifHb1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37592</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97b2e7b07036ba437d322b38153078d62b1c7390</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stephen Sondheim</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4172">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271pvVqDFiREx6PqzwOX8p</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19090</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'deep adult standards', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3243b8adc66c3fcdbf6007a3151a6e63c8dd41f8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Lawrence</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1327">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cMyqwpNT2D8f0WuaRzzZX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60589</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Dean</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24a79a2b96c9ad61f6a0845b1b262a2955debf9d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7168">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d94c2d9fa372edd87ce01eabe61351662a17bafb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">908210</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'oxford indie', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foals</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FQqZYVfTNQ1pCqfkwVFEa</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2970">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UloVKzUNJcjORzhhTWWiJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Karaoke Channel</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1be5b851e134530803c8eeb4c720ef9b9fbe80e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26290</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5723">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed5e8adb65412ba59079e64a5e1308964453e266</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Alaimo</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mnvGu4mOJr5MVVPtvaZo6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8067">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cape town indie', 'piano rock', 'south african rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6i4aN0I3l7uldsLTjbZOF8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d0da62138c35589051036f06d33fa7080b547b8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cape town indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Civil Twilight</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77015</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5700">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2AniQNQrU8cgVoeczco3gb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Holien</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6492">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a39085fd66b3fc864c21141dc926635ac9f0aa5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232302</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6piIAIurGAryW5h1rqQC16</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Passion</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11094">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b6ddc0c27c391c5d7eac401382c4c30d239fdf3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['radio symphony']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">253</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2g9NtXzg3QeoJ9oUKHU3mZ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">radio symphony</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flemish Radio Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10793">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Wayne</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e2e0ba5ccba4cfadcc4d2f5a98ba7c06bd178fe</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vJxAZxbPpkTrofblP5YMa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3248">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Cash</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kACVPfCOnqzgfEF5ryl0x</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arkansas country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arkansas country', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4eac84cd2ac4bf737f80ab9cd2357d41a11229fb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3396456</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/226">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85e8343b215c98ad063417ac2f6b63919557721a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louis Prima</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91636</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52lBOxCxbJg0ttXEW9CQpW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'jump blues', 'lounge', 'soul', 'swing', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5637">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69vj6050KD8etL7ibI0kzg</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mighty Real</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/986b811593784b0d3fc432669939034162127b4d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5554">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tmrO4BegrgpjNT23vZCd4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bro Smith</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bd3dda91413db9a6da3c06eab258575868800c1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10429">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M6YdvdCPW1fvQYbLwmNWZ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e263cc3ae59cdf59077ad7f71ec54e3cbee9a8c7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karunesh</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47092</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'kirtan', 'meditation', 'new age', 'rumba', 'world fusion']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8778">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9618</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenna</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bnOVGYMqR3dgSDU1ZUmnT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83586888ffb1f70a510e0c30a26db38f05a37901</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3456">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3v4feUQnU3VEUqFrjmtekL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/016b5ccee6aae8ff1701a3ba8ff183161a51f504</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'glam rock', 'hard rock', 'mellow gold', 'power pop', 'protopunk', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174278</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faces</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/297">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'pop', 'reggaeton', 'tropical']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicky Jam</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SupJlEpv7RS2tPNRaHViT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c3c3173dd75dcd9a7217960796406732f118626</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9757910</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6914">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5da408e90252f0092251083cc80c613927529a20</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266512</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'dream pop', 'garage rock', 'grunge', 'indie rock', 'lo-fi', 'modern rock', 'new wave', 'noise pop', 'noise rock', 'permanent wave', 'post-hardcore', 'post-punk', 'power pop', 'punk', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267VY6GX5LyU5c9M85ECZQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dinosaur Jr.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5013">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Rh4Fzjt2PwutKQ42Ya3gs</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Livin R</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75fdf1ba1dea82d447544bf714bc8df45b0d172c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11449">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7bf7cba3a682cdd5042f959cd8714f845fdb7a8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XzklWFh6ySjkph9Ww9hhl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Booker-T</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4875">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny O.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30577</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5edff33dfb75c3e8bf318710fdf4a8fdc176e52</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AmoPgHK7zpazPTVpYZVLJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9043">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ricky Fante</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">776</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cxRyrEZQzrqJHRpm8n5sd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2d413ec38e8e1cefd4ddbebafefdfab6879a565</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9920">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54132ae7f9cf903bcf17117737b3228f9caa0d2f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3npO4krkcb8NTPSDGeDPxz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Robinson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10275">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'modern blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102039</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3y1DgnVXqckGJrbwOKchdU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Green</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5b279bb54a940e4f2e566587a1dfc608ad1a3ad</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5949">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VSXRIlvdkUtEFAXDS4TfQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Formations</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a902c94c696e387dbcd7853f265943d47ea37894</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3270">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ea9294ba9326b33a9b935dc18deeb5f04addd6d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">437773</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walk Off the Earth</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jEiUoyyJNPHzSR0Nib6HX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1107">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.O.E.</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/855d50dffda5d3abe77ae8b0226edbb8b9b2f85d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TLCPR1sMYoNU1jA7O4uww</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">450</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7152">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'indie pop rap', 'indie poptimism', 'pop', 'pop rap', 'post-teen pop', 'tropical house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b81e5fa38ce9af63d09a5e93f8524c42f6d02ea4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274349</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dC0rIJNLSFZwqckLgXJ8p</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timeflies</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/15">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'american folk revival']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29644</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MHgLfmQdutffmvWe5XBTN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89c1ee2f7e000530b5b88aecc003f72acec863d0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burl Ives</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11030">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73b37s5wNwW5wJUIPlsTMK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/453df805179fa212ef2d3410f1e310816d51c7c2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Rose</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5735">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b862322079f71caa28e0abaeb64e4e27365f00f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Eyre</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FjN7dLruHKgrSDbKtVCvx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2102">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'jazz rap', 'rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Digable Planets</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gqIrDRL7CEPBWMmkuZPdQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177061</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7df2d7b228ef90e0c089977b76c2f049d22ac8ff</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4921">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'europop', 'new romantic', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39822</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ee21e714f415dc1b5208fcbcf4a8f8fda3d0b3c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ooOn6bokl4mGV4CEaUz6A</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shakespears Sister</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1309">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7urq0VfqxEYEEiZUkebXT4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21a8b23a23a41f3736b2dd6a5df2d7dc8341ea05</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">572528</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">112</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'boy band', 'dance pop', 'gangster rap', 'hip hop', 'hip pop', 'new jack swing', 'pop', 'pop rap', 'r&amp;b', 'rap', 'southern hip hop', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2171">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89ab78e08da6799dff3ae7f928b8c64e4b87ca52</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69L0e0rwXtNDLJP3RWnRbR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie shoegaze</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Voices</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">398</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie shoegaze']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3063">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1063</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f98f8a94a9a8cc70863fb8bcf7918f01264949d2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New England</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5F7iQzteoPwRVD95AK92sA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6150">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Dean &amp; The Chuck Cassey Singers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kOQ0O2NqynzI7GoOcoSoW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1749">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vdgAccr11YvDg9pEj6gOZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubble trance', 'eurodance', 'german techno', 'hamburg electronic', 'hands up']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb4ea43cc7a0523c91e9dbe12582c14fd2063598</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubble trance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27183</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooklyn Bounce</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9709">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5637</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Kp8PxFfeU5CFHkITQF9sY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6864d6363accce642ffca9977cd474c81390b82f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michelle Wright</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian country', 'country dawn']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4949">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7yADpoaILAc0QX4MNdbK0e</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Walker</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2643</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/affee9baad0ae344b12c7dfdfd7234ade80a7a17</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7083">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">St. Lucia</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e6aa92ab34ac29f575a51cd0af2deeed7969435</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WId4o5jdGVhptNU0uqKxu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185550</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'chillwave', 'electropop', 'indie pop', 'indie poptimism', 'indietronica', 'metropopolis', 'modern rock', 'neo-synthpop', 'nyc pop', 'shimmer pop', 'vapor soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7375">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134051</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fpXM23IoNckJ7NDAm8YJQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'garage rock', 'grunge', 'stoner rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Lanegan</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5303dbad7f98e8613862012a59be3768240d07d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6573">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Knuckle Puck</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121551</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ABfpj7Z00wfPiv2uW4MFm</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'chicago pop punk', 'emo', 'pop punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af26c99a457dbe74a9b8c6a8e6fee2d0cb894f3b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7025">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'brooklyn indie', 'denton tx indie', 'freak folk', 'garage rock', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'neo-psychedelic', 'new rave', 'noise pop', 'preverb']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5664feb21a354aa422898373b27450560452d40f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">157091</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Parquet Courts</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23NIwARd4vPbxt3wwNnJ6k</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7784">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">letlive.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07016d102e5afc026b494731afce19df38a545fc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british alternative rock', 'melodic hardcore', 'metalcore', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75460</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ACBALsFxT5Ab3gVe8yyPs</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7017">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9056ac3642a74020a094c7441907453c5ecfe943</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'electropop', 'pop', 'pop rap', 'tropical house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289565</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FwJwEswyIUAljqgjNSHgP</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snakehips</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6631">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'baroque pop', 'brooklyn indie', 'chamber pop', 'chillwave', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new rave', 'new weird america', 'noise pop', 'shimmer pop', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">589219</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/986d8d77dac4a075ebb30338f6db85ea923144be</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Jv5eshHtLycR6R8KQCdc4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Grizzly Bear</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/800">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sDVuztNhGcetCLChkleDA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6072e7728eeaaa3171ef5235e498b4a2253bbd56</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michel Teló</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sertanejo', 'sertanejo pop', 'sertanejo universitario']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sertanejo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1982791</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10722">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop', 'trap brasileiro']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6W2jVpE55n1wT0SrpxoeFk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170794</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dalsin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/542569fffaa91961f0f7b02eaea18f50e620e5b7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9451">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bounce', 'deep southern trap', 'dirty south rap', 'gangster rap', 'new orleans rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soulja Slim</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181652</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bounce</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tBnRI3ubWYclKSbGvGtKd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f209a072e7265a5ea917ae1067ca622e5d12217</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/99">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfd6e47fbe4446750ec209dfa37bc919cb55c86f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6573993</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21 Savage</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'rap', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1URnnhqYAYcrqrcwql10ft</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4328">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">369G5DRwe0MjvyOoyyVXGN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1d2c0f61b52a74922f6d73eb4c302d5a1604b1e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sara Ramirez</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'show tunes']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26111</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11286">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Mayer Trio</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68xuC1qXRhCUvGd4SSM655</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'modern blues']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66de839461f197466fd3f348c9bfb4e435f41099</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98225</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7008">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brian Eno</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">337133</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MSUfLeTdDEoZiJPDSBXgi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52d1698a8073ca9d7ed5211a44b4487f4ad35cb9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient', 'art pop', 'art rock', 'compositional ambient', 'dance rock', 'drone', 'electronic', 'experimental', 'fourth world', 'glam rock', 'minimal', 'new wave']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7440">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick &amp; Knight</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GoUnnxRsQtfSLcL3JPtHT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/617ea154b842270383cc084b21e46948cbc14ac7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8222</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8897">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79c68a4ac601aeaadfae71345d8edb6478829175</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Pretty Things</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fHETUBbKmdmgybtFOFQuc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83321</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'garage rock', 'indie rock', 'modern rock', 'new rave']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2737">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162947</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fc06a457eb44902ad235b0554e452edafe3f814</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JHzh1ETQTMoFb2CgncnTL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">April Wine</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic canadian rock', 'classic rock', 'country rock', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5341">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Soloway</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NxMh1fDQT472Ezy61YtDY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/466509d18a6f6815d7f4a116e1c348b006734057</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11307">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'german rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VDJhsw3KX07OGVC6XONz2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rattles</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/079d7257c6475cd95e624319fd94289c09ad80b9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3131</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9431">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fuyJoue5Ew9U8wxon3rs4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64dc7d9879ec3c65ba20d2f35d9a163d8ec65f10</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Solo Sounds</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9678">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c263bf6f95f0fb62dc092521a21420cca012a113</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leaders of the New School</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5V2urhkwH9CIcojcYnvKRg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42347</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5780">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic blues-rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17ff899249f38fd45e1b8b9190fbc0efdb45f43b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">522yoVmanZmrgK5qy3GyRK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bloodrock</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4774</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6597">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92a16c6a22faa02ba30e1179157231b2c81b9f8c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian folk', 'canadian pop', 'electropop', 'indie poptimism', 'indietronica']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pdyjBIaY5o1yOyexGIUc6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lights</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">224093</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6205">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blendells</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0d4hrN0X4YJYRnGelm42cT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d100e2f40a5ae373577a5e78a81bbd7cc162174e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8525">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4RlEYUI2Q5gKfDn1VwKQpK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julian Plenti</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a80aa6dc214feb40a9d93aa1914409a50338ed7a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19157</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8798">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8792</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc8f2c6b8434ee14d47c780e27c7bfd71314bf9c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Johns</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qTcoxIAbOjMDV6DlvLxgm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4223">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e33fb36faba425743b0011435c1cb1a92bb3908</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7oLi2IQ3ZGq4ZKL49bpHPE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">252</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andres Espinosa</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3933">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57baca04c112a6c9b316af3ee422057e227ad2c8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Undertones</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'mod revival', 'new wave', 'new wave pop', 'post-punk', 'protopunk', 'pub rock', 'punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WRStKp4ihGVUzlzWfv1Qt</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">115376</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2061">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taylor Dayne</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32lVGr0fSRGT6okLKHiP68</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190267</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'freestyle', 'hi-nrg', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c4c0102f5af49cd90bdbdef0431ae683658c0c9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11254">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1007</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TlchWEaNpJFOjzsPPLBDJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3f544f74101268eb442b1391d978d9a2e0d2c8f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Puckett</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3550">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40679</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6dc16784b1a75809189760141129cfab90730bf</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Partridge Family</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7u1mqP3ykglpCB2c1p1p5I</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6686">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flogging Molly</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/387932a82e09ab10e123836135f0135b4510b029</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'celtic punk', 'celtic rock', 'comic', 'punk', 'skate punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kQGFREO5FzMBMsAO3cEtj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432903</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5774">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e41bcbdbe45aebb65be79993e25448a7c9c481a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23FYYNa8Uy5MFu0RDqu1db</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Odds &amp; Ends</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3591">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WCIUu5T9saxPNjg1n8F1G</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 8th Day</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3282">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Van McCoy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32847</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b93b309729a40f1515f2cda0fb2ea6876d0adbaa</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bShb58TO0fM5jOjXhB1WT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2843">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'jangle pop', 'power pop', 'pub rock', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73YLmyaazO66GncUVHP0KV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c12593a25e7c6b791cd0152c363211a0b5743ce</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16290</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marshall Crenshaw</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2598">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96b85aec6907206572527e1eeec6569d5e977a38</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ThoqLcyIYvZn7iWbj8fsj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">675963</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Withers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3252">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PZTf9tGxAD1uxpVmV5zMH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sutherland Brothers &amp; Quiver</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1273</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f721d118ecdb0ac5c947f969f706692b9d435e86</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8527">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125663</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Shust</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'rock cristiano', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f61b81dcf801485749f0dfea2053921552fd0f1e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oM8RWZXhJYSnzGdepP7fM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2562">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69a3f6aa5bd88cf3e5148b46eb4bed70c7c11c75</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Commodores</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic soul', 'disco', 'funk', 'mellow gold', 'motown', 'quiet storm', 'soft rock', 'soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6twIAGnYuIT1pncMAsXnEm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">763938</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1257">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41f14d92b75252c1cdd7d53bad1517f06b86fed9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Keak Da Sneak</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sPpJhevOYz54gNgeh2LaV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hyphy', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66562</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1287">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qbnxnvUqR14MJ9g8QwZJK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">660059</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lonestar</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9232b4ab94abb0de84f88278951315206a4dba66</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2978">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emmylou Harris w/ Roy Orbison</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29CAHOhmn3OE8RzPBcIJIB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">501</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3908">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5s1WKkWyMzhGnLZ0ClgyTN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nino Tempo &amp; April Stevens</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92efa92b16e365b88ff0f71fb9669689a5a8a980</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">954</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1401">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'deep pop r&amp;b', 'hip pop', 'new jack swing', 'pop rap', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439047</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f04f3bcfea5d40eb0f7ab4557efef8453e28486</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1goOx6gnQdUllLfSMsL4Rt</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marques Houston</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6727">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2230669</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aIqB5nVVvmFsvSdExz408</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2ec08fe69ecec2748fbc764aede8f1b03ae8f88</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque', 'classical', 'early music', 'german baroque']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johann Sebastian Bach</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10633">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd6903bdeee45f3946cb5671cdb388b5243c7975</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1226</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Ackles</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vu07LGbyd8yx2Aoz2cUss</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8188">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa327a31814d087662c1dac1106c4eae07eedab1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easycore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easycore', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Set Your Goals</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ivw6FhAZpa7kiAXWztCq5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51261</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2838">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a09df6be719b15b3426679c058a434039a9f2235</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10027</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HGQd1vKFmNzTZ8CZ8tU83</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Toronto</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/654">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arctic Monkeys</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8287932</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed0552e9746ed2bbf04ae4bcb5525700ca31522d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Ln80lUS6He07XvHI8qqHH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie rock', 'modern rock', 'permanent wave', 'rock', 'sheffield indie']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7279">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian post-rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Godspeed You! Black Emperor</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4svpOyfmQKuWpHLjgy4cdK</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3e8f9677a82a3aeee8ec5f04d5ad37f0fec44374</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">185352</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian post-rock', 'dark jazz', 'freak folk', 'instrumental post-rock', 'post-rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6377">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">298619</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Wickham</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5d1JhBfyb58upMXCZOdbQu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian indie', 'christian music', 'indiecoustica', 'world worship', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d71450965e8acb38268f6c6c53677c9567a20068</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4391">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'r&amp;b']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0c3d908345969ca3190d11a03442d7fb982cb2b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KTMw4g3OqEh9Jz1HmF7bo</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27474</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K'Jon</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2147">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">402965</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cec317bb9e5c83620cd3886a08733f4526773406</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Quik</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hyphy', 'pop rap', 'popping', 'rap', 'southern hip hop', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0b2XeWDPeBiLeskT6RFqMb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7458">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PrHnMBRb8W0Uw4jMD5d8h</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caleb Johnson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6211fb0749840b5b163d67932887e90935aa0875</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5928</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10482">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jMGnqJkgPaiJzwy5bOcYX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christone "Kingfish" Ingram</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27165</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fa07aa11f9e9cf83d4301f74147dab0da73b588</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8381">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wal Berg Orchestra</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77c4c3ed080ad425d23f62c91c566c08714a2def</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gwVwnuUm5Ip7jiM2MJQFv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7332">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6o9xKW19ss2V0uDi8TeokR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27c7a56d05e5e811ededeaaecdca6cd68f9e07f4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Invisible Singer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4404">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74612</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EhgpjUqiIIQhM6ZRF4kXX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pat Green</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d7320a8fe5d79f39dafca9b02a9602d6eb24a8f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7381">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3a19093be74b778f1cfb58052e6559b047a6b591</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143891</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'canadian pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'shimmer pop', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stars</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EO56JK4txid1Pss9GVbOL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5093">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2mqpBPOUDYAzgzeSi5XFrs</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new french touch']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2039</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/199ab24b2e2a673aef5a5501ee082407298bdaab</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BLV</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new french touch</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8419">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DP3fuRkm9Tm6iIPqrKrfg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deluge</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5037</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21e7100189e4bec222cba387aeefc1205cf4d1c8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7531">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Price, Kelly</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a9ca74febdc12a7559476e4bfdfc1ff2f4668fa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RWRaWUKCily60QDVDMjBm</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">299</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5081">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eynOGnZLqDuEJwbRHlHN1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22356</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/600e894119e9ee5aa04f846fad30ee3a8e9b70a4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J.J. Fad</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'hip house', 'miami bass', 'old school hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1492">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e6cfc4fc96ec5feb0e5c8ae22bf1ed28daf133d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Otx4bRLSfpah5kX8hdgDC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'new jersey rap', 'pop rap', 'rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Naughty By Nature</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">461449</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6351">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-hardcore', 'screamo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3NChzMpu9exTlNPiqUQ2DE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thrice</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">289464</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d61dee96a09c91743eb1d579acb286357ff9d9d5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-hardcore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8133">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cXi8ALPQCBHZbf0EgP4Ey</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">566275</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror punk', 'new jersey punk', 'punk', 'rock', 'skate punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3d051dd38d044beb2c1977f0dcf829516dd8bf8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Misfits</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror punk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9406">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7981</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6V4zyNV40Zyu5MGlhD0i8g</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38ff1e96cf5c5d21d188ab5124fa982bdaddfa6d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil' Cease</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1682">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Witchdoctor</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b90e6c535f782604d40446272a286e5b1e6409ee</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4841</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CSW4YWldpNnpaqYJJXSto</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8824">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46822</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'neon pop punk', 'piano rock', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amber Pacific</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GHa4pyuelazwyhdLo5AwL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b7bb3cd1c3f5a5105d7dd246c240ffe6f0b3544</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1358">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46999</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cdeb03e78fd79dc12eb5c0fc25727878cc2d330</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Griggs</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CyJIUpcWZK2zFM6gKLKvD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1112">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal', 'power metal', 'progressive metal', 'speed metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">501417</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DragonForce</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a850eb3459ee8a084330cc790575cd51ddd3d9c0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pH3wEn4eYlMMIIQyKPbVR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2042">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Big</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OfhOoKunSnuubxxRML8J3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">258837</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac0ab5526826d20fa8430d4d4029a16be839b863</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11153">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7CztClnGe7oHnn1ZUAJwf5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbc65d347af171ad57cfb2ce89c5705f9cc0a890</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Unknown</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2085">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1bf2b6d3ec1c0f62de30d2383f49c24fe3cdebe</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vmYkpbvGnUuJGhzHD0Hu2</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodney-O &amp; Joe Cooley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'miami bass']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7047</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10981">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e21d52f58dd5d58b48c42b2e9a7975461b3467c1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glen Gray &amp; His Casa Loma Orchestra</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Rv0jadS0oIpEjls5t17Yy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9602">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28408</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Urge Overkill</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LEUigTSXpwrtERRcSW1N4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa4f2259a120c39e823f842c661ba992c876a1c7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7508">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2a196e6cbaa04ad7a159786b7b6dac5cdc97ad2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Wanting Blue</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7780</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">columbus ohio indie</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['columbus ohio indie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZAPCFYJyRqX63YsDhRAc8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1700">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'rock-and-roll', 'rockabilly', 'swing']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef3319af3149cfb21fbdabcc7fdd3f30d87aee92</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47178</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HQH1SJokcVMdstilKJ2S8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brian Setzer Orchestra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10447">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Racing Cars</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">715</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f33c13739dd14630d8511e65fd1a3aba7342543</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RP00BexofXuVNBtlZRx5C</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7187">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brutal death metal', 'death metal', 'deathcore', 'deathgrind', 'goregrind', 'grindcore', 'technical death metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brutal death metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cattle Decapitation</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78772</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3ffc0fabeea7fc8edab62660bf9a3ab80f37edc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67ZMMtA88DDO0gTuRrzGjn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6716">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b62e82339224df749a623002abdf733a2dcc7a2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Classic Concert Orchestra</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">416</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ByeVcPfDGV0xOGUNJ78wm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9839">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23031</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99d3fc13dd8267654413c8dcb32491ed806a08df</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Notting Hillbillies</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dqalNipWI6wAnatpwQtWu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'uk americana']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4107">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earl Van Dyke &amp; The Soul Brothers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1930</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c32d3c92f0eb89067998df97ea6bdc85cf6038d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eyfibcTx10zDKjOFcbYWr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1311">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bravery</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152191</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/235eae7c1058913c524f713c201c71c0ccbabfd9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bcrMsFlF632EQ6VZERWFu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'garage rock', 'indie rock', 'modern rock', 'new rave', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7606">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tTqlgzFhbRqQo3w7tq1mC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ae966681d44286d29ba81badbeae47c64489f0d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">428</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Jones</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5268">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e412c3f5bb11d12e968fb3197cc9bd45ec38aded</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00ntdezS4XzDfCLsH2vOoc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodway</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1514">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9d770772f8df6e6ded10b2f6652ea465e811a95</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39187</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Ball</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y9COUDxusQXRjW95vOubE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road', 'country rock', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6972">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl trap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff4d02d71fdc122f7a82f6eff816e0a0154bd07f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30260</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tm88</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl trap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RMUeKq0dZxg9RHE1f0B9P</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10677">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5860b63de2408dcd3f9f333f9e616a7390165dca</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Strangers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">220</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4eYZgISQVkajfQ3PAJlqqw</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5330">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09cd0b4c09b826f9ab1f6dc561b861ebeabf3c8b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WveOcKgaOk617WSgET56R</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Hawks</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1626">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c2d565aef07726d000e91a76105ca86bd415b32</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285708</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3USpNaxpX1iNqNnQWqg9ob</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hyphy', 'pop rap', 'rap', 'southern hip hop', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mack 10</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10272">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b57348bc8c8eeaaa699092e92129c53bc8641f4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PwB6zyZUEjWGDUjnMeS6M</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gillan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15349</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'hard rock', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9902">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crack The Sky</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oVy65ms3RMMhwnAPUEisV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/116bdf854321825e7d346066581a8d78be9dc2db</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3292</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5880">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15564</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roger Williams</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'ballroom', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55CCS64lPz88twUDVquU1u</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e169c4fd3237f2f54fb01026d208ca7718a1f94b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/12">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hlmm7s2ICUX0LVIhVFlZQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec9841f2d8fd9f9a21dff3b2eba8c790b255b3e3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1298099</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gunna</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1630">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">943081</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85fc66422f44f641ba86e39107c290fb9e9ea7b2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Method Man</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VmEWwd8y9MCLwexFMdpwt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2753">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3b80d0493e0b44c1879fefff018b0a224d62468</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'classic soul', 'disco', 'funk', 'mellow gold', 'motown', 'quiet storm', 'singer-songwriter', 'soft rock', 'soul', 'vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roberta Flack</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0W498bDDNlJIrYMKXdpLHA</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">432088</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/820">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nipsey Hussle</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1036176</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EeQBlQJFiAfJeVN2vT9s0</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a53f9d4a36e958d54797aae6aee9645b547c9fd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9015">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'roots worship', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32002</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Caedmon's Call</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d06b2a2001699630c5557faa3ef98542ae6149a9</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0K1BPXwAU1CTd8DNZohopA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10288">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c71953ee88a6f9620afeb3dfd7148b7d77600ed6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73YjjAQDuLJsvRVKLEyNTR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KCN</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6835">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnnyswim</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46596d95f0ab51a55ce54ce1a681cb7389ee810f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152648</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'indiecoustica', 'neo mellow', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4igDSX1kgfWbVTDCywcBGm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3474">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TiISqKS6ESlMQ4WFfZJw2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c618815c9e7910b2c075bcaa2b160c9f84e0f94</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Rivers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'mellow gold', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77757</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8321">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NgmPmKCSWm4kczsm6J3FO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dondria</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116529</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9801d6e84c51740fe132195e33ef3e092adf5a65</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/913">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f0c6c465a83cd196e651e3d4e7625ba799a6f60</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57dN52uHvrHOxijzpIgu3E</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'new rave']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">464879</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ratatat</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10312">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ddd82765c5708388afad11a6ebcf29e79eec6592</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tantrum</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NxWOrLm2seep0Ie0tAKhz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8672">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33Miles</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18951</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ff3f5801d991add9023b9cfa37aaa309f973535</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wEuQ6YxQqySp78RhpWjRs</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1566">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">395423</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'new jack swing', 'r&amp;b', 'southern hip hop', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sisqo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/65c4f2d897d65c2236ddc7ab761887910f8ac02f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6x9QLdzo6eBZxJ1bHsDkjg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6486">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fZ8AuVP6Y8mLmCoybfKpC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd4b00f47827ee358d1520bb94cc9cd6c5c4a67c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Calhoun</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80079</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'military rap', 'redneck']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1934">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tcM9c26zzqpFdijVdVwuB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16366</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Masta Ace Incorporated</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9999cea5fc08edd1476c4e2f9387c367b846d3e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2575">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam metal', 'hard rock', 'heartland rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Fz2GbraVXhcpXnoi2Oe1r</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a58dae694e2419439ba72ba5ab95316d53331b19</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317410</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Squier</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1345">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9187bd3351b90295feb8ec473ca63f107c3e2779</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206114</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fGVuq5ed21pM7iWwTcMyk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amy Lee</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10716">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25438d99922a46a53792e1496b31159ad386806a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Antônio Carlos Jobim</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'latin classical', 'mpb']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pO5VjZ4wOHCMBXOvbMISG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">316077</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3547">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Delaney &amp; Bonnie</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12714</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6dTCMsjfH2odCFlNb36SCG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12e067d651b38ee8b85729dcab8d724c8571985b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8324">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stevie Ray Vaughan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fsDcuclIe8ZiBD5P787K1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1306811</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues', 'blues-rock', 'classic rock', 'electric blues', 'instrumental rock', 'modern blues', 'rock', 'texas blues']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1de60c936683320769a1bfb6fba7f75902859085</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6658">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36886891c5bc3d24925e11c51e6a8760a5c88208</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">HAIM</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'folk-pop', 'indie pop', 'indietronica', 'metropopolis', 'modern rock', 'pop', 'tropical house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ui2kfOqGujY81UcPrb5KE</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">811335</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11129">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Kap</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e8506e1d5378b75b6a6a5fb13fafdf1337a453c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GeODmmQycY9UqF4MLO94I</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">997</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2361">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Living Colour</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176806</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'funk rock', 'hard rock', 'rap rock', 'rock', 'wrestling']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Uhp7WA6sjm5ZL6Xz561de</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08babf8cc57f628ed87573a7d82a18dc1f69786c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9759">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D-Nice</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MbFOE7rR1KpTjHTw1gjWH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab85b1c4fd916f55ae0ba018850d579f86a355b7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hip hop', 'old school hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36538</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/335">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Torres</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264nbMzGPSkDZqTY8nXwCG</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c1ebe0df9db4ec3c753fae758c98a12deb2625da</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">533017</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin pop', 'tropical']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7995">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a28e3bb52235c3328eb0731c1ba9e1523f4fb8ef</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AKlIvLsIJNq4xv8Nl6o5A</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JT Hodges</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29289</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5236">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nWVPdf2KdNCEeh326GwXv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Louise Tucker</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cccea82ca199597f33971c7f6d3b6ae34ce628d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">646</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7835">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4PPoI9LuYeFX8V674Z1R6l</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33fbe871d38cae62a623fb7901b8ad9cf8f52f18</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vicente Fernández</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grupera', 'mariachi', 'ranchera']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grupera</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2394485</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6505">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16607</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FgYD1zmYTjBAGuVy0Hj3w</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39abbc6a38271c1b65a9d040a06c357cebc9a238</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elevation Collective</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1812">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">317662</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap', 'turntablism']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/223618117b06176ba9ccc49ed9c3cbf0a07e9fa8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KRS-One</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gINJ8xw86xawPyGvx1bla</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/360">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Descemer Bueno</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27244</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73ff7fec13fd0181c3252f51c08a33689fef8ea2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5luyt0SUvGkDMY4ILP6Qhl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5942">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14Qw6EvhlsP3nA5AGl6Buy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5ff27b2484391bee344272206c365e43904f7067</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">American Breed</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2243">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc75dab812d1d4dbdda1be2a3dbc9aea2846573e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">344295</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2IBPIcSkvQZyoaVfoyZKE8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2002">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">821549</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5679e8b8d7d28777dfa7f3e78e001a896d4cdc52</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roxette</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">europop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SHhfs4BiDxGQ3oxqf0UHY</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['europop', 'new wave pop', 'pop rock', 'soft rock', 'swedish pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5263">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c40893039b4b46b2fd4bcb933b615985db870856</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KSCh8KnwNFUJZdy1tKSmG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Utopia</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11309">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Alan Caddy Orchestra</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vBpbxelrAsjcbGOPbLg3m</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f38025148cf113b62656edc723a6908930819af</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7715">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158234</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qf2YoifC68WTsMv1YIGmh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cowpunk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cowpunk', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af22b1ed38d1b21b28ef1f1610ef0a51a38a5028</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank Williams III</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6423">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29489</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PU8GCUJdAoWyWM9aL3bJI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/843119bca6420580a2185e2b551317b356a813ef</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burn The Priest</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'nu metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9466">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2572</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mono</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/310481fd74a98d7b9e0ebb08b766075dee0b44e6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Ui1YyfdxTmOBM224s8UEU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8251">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Social Distortion</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356532</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'punk', 'skate punk', 'socal pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16nn7kCHPWIB6uK09GQCNI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/059bd8faf3ee6dbf197f67b565c667aa9d1d96e8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8193">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QSEKTN8PPjVzniAkpJ90p</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16017</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'heartland rock', 'new americana', 'outlaw country', 'pub rock', 'roots rock', 'singer-songwriter', 'texas country', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c7b322c84bf626abf337a7a877dde5120eb8902</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Alvin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2142">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new jack swing</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RnBzCfr8bQeLQQMGF6IeE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1394</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Public</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4144743cb92e5caf0c8d76bac46a05f9399baaed</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new jack swing']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3151">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27XI002zivG9xuzrZ9dIb1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57084</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'quiet storm', 'soul', 'soul blues', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Millie Jackson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/398f88b140723f96264b6d4960729e5f3d6fe00b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9323">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UjqeSp9dX6Nrge7WdDukr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'breakbeat', 'drum and bass', 'electronic', 'hardcore techno', 'jungle', 'liquid funk', 'trip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2a3a76aa238ba704f45d5ce1261b198d0b03626</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46299</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roni Size</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10209">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flash &amp; The Pain feat. The Original Brothers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c5cb6cf8ecd8bb76a4cfa62e3dfe46521d90aa8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ORoZvTHKY4SuBroPLqfru</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1161">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crunk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0k7Xl1pqI3tu8sSEjo5oEg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crunk', 'dirty south rap', 'gangster rap', 'hip hop', 'houston rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc955f9fcedea4a11e0ae1cb47455ffe87b8f0cf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Wall</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382261</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5321">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16286</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edgar Meyer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contrabass</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f3000f8b92afc7fae3b79f5e12ab2e652561a71</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contrabass', 'progressive bluegrass']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jkhwa4XMe9XSt1r0AWNqD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8871">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3uFWRtKjp2E2Y1QmJPaKNC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd1a333d5c5c88c74a227e3373592984cf3cb1c2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">It Dies Today</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28196</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">buffalo ny metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['buffalo ny metal', 'melodic metalcore', 'metalcore', 'screamo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3849">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82275</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenton Wood</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ohvzFHYmLd05kyYhLui5K</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f10996bfd5dd8120da664f786d191d6e9231587</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1959">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22892b0522aabed89ed1cd20d39e3d1bc7cd9b84</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cnbaGjcH77bWAV1MgVSJh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nine</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3237</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8656">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20e7f7793bc83fc4ce8d210faca83d8d37781117</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alacranes Musical</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aZtzjAzD8fq3OhZ9egqda</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271683</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11252">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">728pGpbVotlF0WU122hY7K</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C. "Tricky" Stewart</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9718">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9112bc7aef99b3847062e51c113a7d06779c1010</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hollywood Bowl Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4CT3l7DatMvKA6WSejee4S</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6317">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alkaline Trio</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aEYCT7t18aM3VvM6y8oVR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8efa297dbce44eda24a905308e0f6efb79fd7f32</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228222</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago punk', 'emo', 'melodic hardcore', 'pop punk', 'punk', 'skate punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6125">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ivy League</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24ce8c0acb947bfd143c97e9b3a7ef730e8f0af5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4498</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xzeOvWTraQHZgxOgpz59N</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7336">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e66a726c5aa7491dbcbc01af97790800566865d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43653</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seth MacFarlane</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79D4dipwR6scV8AN3dm7gW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5496">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/056c4431966dc6ade95d9f00d0dbba6af4514708</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Celi Bee &amp; The Buzzy Bunch</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ElpGkeF1Mk09xTaOeUVA8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">299</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2357">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0b088991cf8b4239de3babe02474ddcd1b93bb5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shooting Star</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xO0qIeS2GUpnI6nFz041C</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6191</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9725">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kMOabD0AtCGJB632jMilU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16115</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Collie</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2ff2540d00d3d33bdf28196d82c1c5fa92070915</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7317">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doomtree</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40251</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d905096e5579fb1a789a847661c1a9ec2988705</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VdhtgJVCayzvFtnq98XJn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'minnesota hip hop', 'underground rap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9136">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6bcbb413292ca85fd421cb86968768673c0383f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kw9NLPmn9FdQq0gAIx0Bj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34959</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'skate punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boysetsfire</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6977">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152302</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c0e7e16099ae039ee50e907b10be50dac8a7449</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7r2oyrNc0YjSC7hZL87V0Y</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'deep pop r&amp;b', 'r&amp;b']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ro James</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5971">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69aac7057890603cdfcd6df1dc79ef18b9b568e9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erma Franklin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8104</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CzJJJb6hnx84VNhgaJmFG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2782">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'disco', 'folk rock', 'motown', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57bUPid8xztkieZfS7OlEV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">886609</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Supremes</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c5dc3f7b4569a7727a63a44513c7a602b72da44</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1916">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FT75iYuWmycqYrXbVD9cn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1256</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c5f987e0980c0fd842f747d6ce6f08afe62850</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Marshall</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/379">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lord Huron</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">564420</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ltzsmQQbmdoHHbLZ4ZN25</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/797a28ffc2b183aca3f31afd2b4cb71a26b8286c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6720">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7N3JfLDzzjXdPbsyco7X0l</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125845</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'jamgrass', 'progressive bluegrass']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The String Cheese Incident</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cd3697ece5e1578ffb51483128e65393091b129</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9874">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aquilo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie anthem-folk', 'indie folk', 'indie poptimism', 'uk pop', 'vapor soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie anthem-folk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26GHRG8x1F4AzbCKzUaIbw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190966</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54b96d11cffd531ae2b124c802260fb06c42d8c4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/882">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['east coast hip hop', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YfEcTuGvBQ8xSD1f53UnK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">east coast hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1229169</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4c28fb970ac89443e6ce401222de7ad30382ee5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Busta Rhymes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10628">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3SMAz1YMpiHkDbyKkEXDJx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0d7f2f150762f5b86790dc88543fe418915b298</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Benno</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2198</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5528">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Kq6loh0WNVAGEHlDxxprf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3901</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gallagher And Lyle</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7eeaaf91b3fa4c26e029424ae81db7359dba10d2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3097">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Walsh Gypsy Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep northern soul', 'minneapolis sound']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wVIVUOGgJpAgSdQsHmuZ7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep northern soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7043">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10031</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Bones &amp; The Raging Idiots</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b45093ad7678c5d2fdab847d417e3663e009aff</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27F2hWioKuUwn1fE5gJeDX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8610">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dope</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">363045</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0ac40e59135f05b3db0c3af32aa890b93f7dc10</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fWgqc4HJi3pcHhK8hKg2p</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'industrial rock', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9639">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nrUyKsdgzlKT6KpTcPhjA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5dd8e118f667b2d566acf3c8121481a25c0fcd34</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31911</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Mike</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9294">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/222e857b2c0f6e58bc82f976b169561951851b82</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronie Raphael</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0IYKiWRT6Fym1gXp1vnJ29</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5459">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a0fb858573b5a0984405eaa8ca53aea243ebf29</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">555</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264yYi3dCLl5QehppPVZdK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Genya Ravan</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11510">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d709459027e8a29f738436445421901ec91845ed</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Period</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8371</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MGyQRNDBHqVYkW1nNKRBv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4571">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fake</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6imgPvjUxWkB5xtymEArjJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d358ef5d737265b7609710976ca38e961832073</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['fake']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Star Tribute</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11079">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35d60f1d744cd952cdf877d8082cd14b0d57d61e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4g83euv5krgJ45Y8DKhsxR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Karaoke All-Stars</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1488</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6599">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electropop', 'pop', 'tropical house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45eNHdiiabvmbp4erw26rg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13f93bc1aa54c82eb6deed1637b5049150cc9379</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ILLENIUM</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">642350</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6918">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jdirYL01245TvAH39GfM6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackyl</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79145</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55c50358ae20d831b435cb2349a3238052997ae8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8726">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Arkenstone</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29252</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21Uejbf0dmBe3tEOUhWWt0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">healing</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['healing', 'new age', 'video game music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/402983d93198ce62ed21d7f74dd865b1d7a5319c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7415">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paolo Nutini</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e1d6d8856af16a2be2814b98831f4014c41eeef</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">808388</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7x5rK9BClDQ8wmCkYAGsQp</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul', 'folk-pop', 'neo mellow', 'neo soul', 'scottish singer-songwriter']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8053">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'art rock', 'britpop', 'chamber pop', 'dream pop', 'folk-pop', 'freak folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'neo-psychedelic', 'new wave', 'noise pop', 'nu gaze', 'shoegaze', 'singer-songwriter', 'slow core']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c515520acad424d99b238b15f08162cec491c4af</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">132729</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DKmuXxXASTF6xaJwcTfjv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spiritualized</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10036">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saxon</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b32a524dbac6ca33f9f840660df06f0b8520f8aa</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'nwobhm', 'power metal', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">264074</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71vVmHeNgCVSa5SVmfvscU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6532">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twiztid</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151550</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2aMAN8kMJ7eUOAuPUYOwI7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cafee2d476d6dfb1d549a1d00c1b3a57553caaf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horrorcore', 'rap rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horrorcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2016">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5782</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9874e9c93936c9c48bd1571c6ebdd3892b1f20a3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'west coast rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120cCFsKuYyGeIQaOMs0DV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Conscious Daughters</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2554">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274517</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben E. King</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22c8cd28a71661b4dbd462e2d45b04b3e1b78572</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'motown', 'rock-and-roll', 'rockabilly', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3plJVWt88EqjvtuB4ZDRV3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10977">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Here's Love</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1V6UD5Oi6zOnZgbkdswKgg</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b97ea2acd2a67cede3b698dc47998f9364a973f7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8377">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddy Martin &amp; His Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Y4Uq2iVYJpOfvERQ1siqO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big band']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a174384858f502a4ee59cb2ff70273001cceb25c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3838">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Kvc3ovQbEOHgqmOBZJ1tU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">410</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Taylor And The Vancouvers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76f46ec75c0b0ce6a1e9508c3166a9cef1ae6c1b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/827">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270018</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'romanian pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexandra Stan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BmLNz4nSLfoWYW1cYsElL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d2f47e3aa5228450e112fbbf1b1895548b4fc34</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/885">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jadakiss</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pnbUBPifNnlusY8kTBivi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc94da8a08e2917f7f68ff754bcda0867cc0945d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">519870</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4812">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87b3e8b2cdcd03e176dc80f0a8f79b35d4f684dd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">756</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BUKOA8zRAhTbh3xPE6gDm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wanya Morris</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10008">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'english indie rock', 'garage rock', 'indie rock', 'indietronica', 'modern rock', 'new rave']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09K1H1DgyIXHsMx2j7KTFX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92cd2eb27e4ebc8578360727b69fd36a3726b8c6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116397</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mystery Jets</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9227">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kMVs324xI4K0tQrKqA4c4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">City Morgue</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark trap', 'emo rap', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark trap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e582d6f0965594918ddb5b4cff16cb42cf5611a5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56874</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8301">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Methods of Mayhem</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cb020179dd8f2c16a10f75c3e66217a6186b8f0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap metal', 'rap rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AnjaOjAt53Ej9223SQv2p</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11011</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4950">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xA45Y8FmnDUx45z3LAAOX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Boughton</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10069">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cc76fbf0436d94a80a2bd1dab2bd9d3329d4a5c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97128</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'electric blues', 'modern blues', 'texas blues', 'traditional blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert Collins</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uFixbBAduJkFAeRKznkvW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4823">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a03e3a6d54734c074359147022bd62b01490c06</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alison Krauss &amp; Union Station</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105553</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OTnx2X2FDXeewcm72lavT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'folk', 'progressive bluegrass']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11464">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Straxy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90728188b381c4bfb52d325f51fd69bc6544fc1a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4WDbgfxR6PBq6n4Uaby3wT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8614">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4bef303c97c3961730cca8bc38281ce6651527b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113952</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0z7Yuv7DuDQ5SaVn4VSlLt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'irish singer-songwriter']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Hannigan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5608">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fancy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b910b3f4818f5d66b7ca79e0ddef9bfe7ab2615</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fE9b0HnXe6qDSlVBakwHk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10653">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Peel and The Lower East Side</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2krGuMNUbsvItpJBjvgMFp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2112</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7633b8bc47ac361ef7d1d66f0e8f5dc1b00656cd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5353">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ebOaGhMQNXxR8tlKxBeG5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5a040ca6f7e7da0affc8bf0390e1aafb5b63cd9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allan Clarke</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9750">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142566</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06a4bfd6a93f6c2d9d2ed679c8ed9c1b507cbc1e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'east coast hip hop', 'electro', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'rap', 'turntablism']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boogie Down Productions</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4toEjJSZu1rbfX2hfVdZFA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9544">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7s6a99VSxBxq98rTt1DZB8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1018</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17c0e197a0ce28f31c55a1f3fdd44eeefe4907a4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Dancing Orchestra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7006">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/878f18156bb67cc87894f2f755671dce8ac201bf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pouya</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark trap', 'emo rap', 'miami hip hop', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nXOZlYoAD67hF9aUEncMY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">422919</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark trap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3641">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faith, Hope &amp; Charity</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7915f0d2b77f4a05c67e8556445e912bbe7261a0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64K8B0w3UkARLiwjpm6DEL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8958">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/754734e7c3045e42a8e22b88f30791e6c5c2f349</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Y4RbL9WTMzu0TTobNbNSv</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127577</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beto Y Sus Canarios</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'banda caliente', 'deep cumbia sonidera', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9035">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2QehFI9eDvwgtDxEharMPu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6867</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b34a63b2941554df5bd40cc52de5388d79666205</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Irish Tenors</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5444">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l2UnpAOQOJ64OnmrAfGtX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eliot Kennedy</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62cafce94610151af7a1ef30f93aa37b15614c77</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8011">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JEFF The Brotherhood</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/260037f3c25d16728f1463b940786761b246b4ce</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage pop', 'indie punk', 'noise pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yhtlCNnRgCNGnsy2K7mHm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31369</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4458">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Music Club</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rYYxPnTACfVyjNNMqvH19</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/710078a7c5ae901be421b60658a08944376311f4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11495">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5428026e700d7fd70321e0dabeddd0106d92c3a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Phat</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QnIBUOS4mUzs67rZ8r4c9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep southern trap', 'dirty south rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55638</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep southern trap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8286">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'world worship', 'worship']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Israel Houghton</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171033</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pUnaNwiKa3p27L1EwB4X6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a07075e8e76f4f4603f72a3dfc382e90e6cec2a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7573">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3niqfoc7C6lIeCNVz8iZYE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'pop emo', 'post-grunge', 'rap rock', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129767</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e87d5533d00608fbfb2c7459dbbefeea74b0c9c5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Framing Hanley</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3752">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rock-and-roll', 'rockabilly', 'surf music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ventures</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75760</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GaayiIs1kcyNqRXQuzp35</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rock-and-roll</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59282cd37a9e8491c394748cb9a45d99e380f3b5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5201">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/717c7f554a26f6730e4f0b709aa587a918cd8937</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deadlock</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29774</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german metalcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german metalcore', 'melodic death metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rKi8nP7CfFcbjz3DpA9Yx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4013">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5W6gs1V54kOPUgBxBLkY1z</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91ab218a620d2f6f27840dd6dcc5c9a807c74891</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Lind</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1616</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7393">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40478</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/edff5f62a4a651a39ee9c7bf0e879f9c35f31756</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ka8z2lwkcp13fG8Wyv3xU</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Béla Fleck</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo', 'bluegrass', 'progressive bluegrass']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3145">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22eccd8cfa125460c28170a36c2c063fb01b8efb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debby Boone</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UkHCANZmdkKyVNvTLMrcJ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15297</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8496">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6S2tas4z6DyIklBajDqJxI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic trance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">438531</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Infected Mushroom</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd58eb7c6cde2012157d1a3bb0f5108837e41de3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic trance']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1512">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7073b6ae6cb09ae1f06adc1e697096f4b3390dc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28821fRwpAWk44HfJ96PGV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glenn Lewis</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60197</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'neo soul', 'r&amp;b']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7103">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2799042</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jogXSSvlyMkODGSZ2wc2P</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calibre 50</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/319d4a3fb2a4b7a69660ad5e8e75fa3ee31bf40e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'norteno', 'regional mexican']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5653">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">588</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ESCoUJXbD4SOqgJRA84iw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b58d019cc0c5014999489e41859df908aa0ed82</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Foster Sylvers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/870">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sara Evans</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">637695</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5528083dce42ace00f2893fe15810b350d2131c4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country gospel', 'country road']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qvsLYsYP0MHD7jkdv6DAG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/56">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">718COspgdWOnwOFpJHRZHS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a45a9d36520a2bbb0d95d99c678993a0644d0a5d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country road']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1589796</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luke Combs</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3535">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'birmingham metal', 'classic rock', 'hard rock', 'metal', 'rock', 'stoner rock', 'uk doom metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5M52tdBnJaKSvOpJGz8mfZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3791327</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5931700f9515dd6587230130beb615e0549e47dc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Sabbath</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4096">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Richards And His Orchestra</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39WRH5NDJ6YNCkoIDSMzp8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5197">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Kf7VEIRWquxrNIuyJZnfF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e8fe20ea204fbd6e6e1cca067894e48955d7fa6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cornershop</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26960</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4574">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/055b460e3b16a44893067ba6746dccc202d39612</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1QPZhx0asYTBxD5RDqfU49</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Rob</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'hip pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80823</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5135">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Uptown</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18909b95ee8349283447c21a2fdee1517a766c95</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5t64KoDFKW3WZjqzTMSuJE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6840">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53017</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'country rock', 'folk rock', 'jam band', 'roots rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6YB0tbDGk01Q0P6wcHPjpC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Weir</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56799fb50807df9502052dc4c9f79b7b237f4fe5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/129">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wY79sveU1sp5g7SokKOiI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43c481adb3f39709882a7058c2c4c7538d79aa17</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9507679</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Smith</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3672">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">95363</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Puckett &amp; The Union Gap</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk', 'folk rock', 'mellow gold', 'merseybeat', 'rock-and-roll', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4830fcbf9a9a496bca1a58f84aaaf0b2a882579</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4asCC4oxQcDzFXhCth2SgQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8141">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f8fe3a92620482c2e96b67b32924e1a940c2b45</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Max Milner</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WFFfBGhY0aC6MQiQ1UQi8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13782</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7521">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of If/Then: A New Musical</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1t1LLzMVp1INGNFdfMYGUX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">966</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac1dad47db6c9e3b321d0306991a2e53ce924603</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7868">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tpXaFf2F55E7kVJON4j4G</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'britpop', 'dance-punk', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'permanent wave', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350681</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a894da31627e0491be4f1ae6303ed3738cb1a226</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Rebel Motorcycle Club</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11283">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Yarrow</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1763</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/069c5172d270518b280b039d656dbca3f5bdc39d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NXaUj5eqN5RP6zPUIk926</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2062">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">conscious hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['conscious hip hop', 'funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip house', 'rap', 'west coast rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfe507367aac36f96ad9c26bcaa8f5b24a574400</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217595</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Digital Underground</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7jocoSCuCtpCxCI6IbP8ye</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8735">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0f3e3b33a76b05e7bf9a3c4d315cfbf99b7caf96</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15pmHyvwyXbO5efupR0XbY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teddy Brent</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3742">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35y7CZMg7jbG8Q96JY7dyC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e924297cd6811acae0540d5fb7e4870593b14bf</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'easy listening', 'lounge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105372</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Burt Bacharach</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9880">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6mXyqxtu4poGHRrlxmZOLG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/158e475eef54bc9df916b6333c65b14042102263</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10627</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Looks</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6203">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2KjHHegzN6WkxpPGvkdU4c</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Hinton</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">182</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/772a6ce8ba4fd152d429e6be4ab18d2fa63c64e2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6334">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'conscious hip hop', 'minnesota hip hop', 'pop rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GAS0rb4L8VTPvizAx2O9J</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/407284c308c6f06f3e58756038940ea961c44a4f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atmosphere</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">485559</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7509">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3536ea8090ffc9c9c3eb3272fb6a3c691571fe12</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jersey Boys</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28W9apMi2vgk9O9LnkijIC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41726</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2365">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49DW3KvkyjHO35mK1JnSyS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cult</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c75e15c8d0afe0d11fd7ce8ee89ce3832420d26</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282037</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'alternative rock', 'classic rock', 'dance rock', 'glam metal', 'hard rock', 'metal', 'new wave', 'post-grunge', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11422">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rina Johnson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sVR0joJDGINOwv2DS93RR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6289bee86b2eded4dcd3eb115975641c3df85a8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2549">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">916766</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/528c24e536180c6e47316a46f6717c1fc94d0677</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jzc5TC5TVFLXQlBNiIUzE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a-ha</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8734">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3598</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Sligh</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7cSCTw83knEYAJGMJMuKkE</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5225b2552ed21230066bcb248356f230be1dacde</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9611">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15764</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e4abfbd6e4f6133028e710cd97712588dd7ee1dc</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">South Circle</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'dirty texas rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7gTe1nv4yFLnsZrlRAorSQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10323">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Herman Brood &amp; His Wild Romance</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25uGmqV7NJt81bSYlEMKB0</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7757788b4c8f53038e9393ade3d1703e1be6c968</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch indie', 'dutch rock', 'nederpop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15145</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch indie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9435">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Mulligan</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22987</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'emo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d9ced0fa00c299bc26115377f6b309053a285951</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lKZzN2d4IqiEYxyECIEHI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11443">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electroclash']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen of Japan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KgOUOeP1C4B0neabVHAwv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electroclash</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1062</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c5a535f48bfffcc9a75d516ddb10a850397a80</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5411">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pRXhFeDRaYQgCp0lj2X9r</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24e8ed4959d0c4823c25f36bcf149626027e8a9d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4565</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'vintage french electronic']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gibson Brothers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7122">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a898be74efcd0f7c554238bf365d42ed3cd03a0d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1893</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4sVHOSg2D2BPQZQJuidfTJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Fortune</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10228">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fbcb2e1ac44c53160c028c1fd76a683cca85c24</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lindley</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12368</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['arab folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1l3MU8zV0Rf8qyB7dae38J</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">arab folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10750">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RbFQj8a2ZsAHlby0NypKp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7711c61025bf57b540e7d79ce8a566158b4d46b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">119</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Davis &amp; The Nashville Brass</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7516">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5o8Wylae9k23IEJMIiwd8s</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba1f720329b8385b78e5d571536f95e39bfa29f3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Antlers</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154970</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'brooklyn indie', 'chamber pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'melancholia', 'modern rock', 'noise pop', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/610">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Echosmith</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie poptimism</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2a87fe9a451fcc32fd2f8cacd0d084af138d916</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">527168</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1PbBg2aYjWLKRk84zJK15x</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie poptimism']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4406">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">286544</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'idol', 'lds youth', 'neo mellow', 'post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c6c3dbf1b94155f8f6320381a0f4afdbed69d1f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Archuleta</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2C9n4tQgNLhHPhSCmdsQnk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5090">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TSshonnjRm1tPoas41AEm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1043</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/692c7dbfc94b349b73a80d718ef8f6476ada19b7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kings Of The Sun</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/425">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1241683</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e93b68d4622143cb48860fbd6ba8fab4ac67a23a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iri9nBFs9e4wN7PLIetAw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gnash</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1466">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bbJOUpJk7Y8Pkr2fCtDsc</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sacario</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5873">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lsPvidQWIyyfVdOu6RSZb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86a53c31583f48ad5ed1692446095f6c89fcaf04</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod Peters</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4874">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DRS</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MOKcwn9U2PyjjxOFOtCTV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2180</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c5bafd8d4ee39846c1a0387de4f59f269bf80cd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5238">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ffdb7b2c6fd8a9519ebe87bbddb014f48a8f02dc</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1427</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Haysi Fantayzee</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CwI4SjmuQ6T3d3pYG1LL3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9335">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rxeQlsv0Sc2nyYaZ5W71T</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8fd767aa91ecd8e5720b424812e2a17586834ac2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">477202</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chet Baker</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bebop', 'cool jazz', 'jazz', 'jazz trumpet', 'vocal jazz']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6158">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion', 'bubblegum pop', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2VkASgJ3IjpMHG5aYXx4t2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28b2f4ef1918ac1b0837329d94f9b210fcac440b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wayne Fontana &amp; The Mindbenders</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10358</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2167">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea4bfa3ec5dbd7e653c4a599f2ba4b5c5a34ff46</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22620</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Right Said Fred</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15ajdFAi5bjj5pS9laBfBL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'eurodance', 'europop', 'hip house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3117">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill LaBounty</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9579e6a96e8d312d88992974093e0f40ebcba4cb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3961</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7F81AqbZ2eUSjf9FpVptwO</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6241">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44e698d64b5173c16f26dafc458596465227f240</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Tucker</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">654</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Hu7yAx1kVULnXjSznYZRf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10103">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/92f04ec900168fcd59a33d515eb4d6e63f06e075</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K.B-6</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0rcF7cb56nTIuUdCgXBCHQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5202">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NhzcFZYlZxzYzCtmZUtZD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/427d175708aae08655d145df357c305dbcfbbb14</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robey</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10687">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Southern Comfort</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5likbnJBw0khMFucZARLwm</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58dce2bede4b0c8b5e232ec52a41de9932778870</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8996">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ronan Tynan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nq2xZXIeDcRdpBVzMICpc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">932</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66e541e3e64e9aa6f82f4e708ff916c8cc465b39</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8684">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gypsy - The 2008 Broadway Cast Recording</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OOmWlvyNwzByMCGxTAyrv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1faf37bd09948e799ebf10819853a297159d3657</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5490">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da4a4dfaa40d19626e9b8927fdf1f29ebffa63e8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noël Akchoté</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18zFsOC20KUzWDnvGdITar</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2594</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde', 'avant-garde jazz', 'experimental', 'free improvisation', 'free jazz', 'microtonal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7234">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9b11e18790888a674221c0f8efeda112c3d862c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183470</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">536osqBGKzeozje8BfcGsa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['retro soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allen Stone</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">retro soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6611">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JFtD8KnbAADBBDleIMuH7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59529</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lone Bellow</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/de968fd8d3a9729f9e50373d386b64f0d7553ed1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8619">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B Real of Cypress Hill</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vNBqGjY1MAZD5Ap73Zxsu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5062</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/436e08ba136bb26a1208e8fa0b5608436e89d6a5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8159">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">752</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f21fb258746d6bc0d8d3538cce77fab00ed5ed88</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hank 3's Attention Deficit Domination</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ToatYtuw00EyABhQ0a8fA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3000">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89984</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Ruffin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18996b7d3b4ae1b41e4e4b792c89f213e8e6cd74</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hF0PwB04hnXfYMiZWfJzy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7837">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74442</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Boxer Rebellion</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f4bed81a8585e132117ed394abc606fdebf488d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DEseTqRODmSu3C7jxCHl5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2866">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69Mj3u4FTUrpyeGNSIaU6F</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">318008</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/314a7c90c1d6fc4b33adb2da62e05a48a1767a14</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The J. Geils Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'mellow gold', 'new wave pop', 'power pop', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1814">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66agMXHQUa90IGxSC1zi32</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Leschea</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1085</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/238d73f88ef542aad802beee354e33d80e3c5db1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6083">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70Hyp1IGyZ3Tgy7fXDiJdb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mrs. Miller</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">942</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79895767c4de6fcf074fd1aea23ff141c1061713</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outsider</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outsider', 'space age pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5199">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rowdy Heart Music</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e995c0f662cfe4485f481687c7a493b8d2fa679f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5HLM2bAKCx7zyXgUlusAfG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9307">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HINQyW0VMYvvcmTPFGcHR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Godhead</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['industrial metal', 'industrial rock', 'nu metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">industrial metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0c76fbb7b97c8510e3622a04498da1728eb8421</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15603</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6246">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6880</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Sheridan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3muGwkg7cEbK52vzp76J38</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a77aec44578a19db2362a5cb29dda1adca418878</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2762">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a83dde6a555a82ae9f5b30639e20026338d23dd8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138064</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cliff Richard</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'mellow gold', 'merseybeat', 'new wave pop', 'rock-and-roll', 'rockabilly', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nvKpWcP8etYTq4JrRiUiy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10598">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1029</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26POJcl5jnzRLyjqaHh4sX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Merl Saunders &amp; Friends</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3adf1548ea674875a0271dae6c58c85fab466f5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6051">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106937</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bossa nova', 'lounge', 'vocal jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rX2c1zow6hCph8PnnU3kF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74b8dc014f94aa632406cd8b0ae9256a521f766c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Astrud Gilberto</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7088">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'pop', 'pop rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">382aq8Pij5V2nE2JMHMoxl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hoodie Allen</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">625402</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47a7c16119e898619c3bb7a95038172004348a08</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4027">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9734</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bobby Fuller Four</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XoM6cP8fQykllfuK5V5TR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e490dc343a7d7d57b58e4002dfbaf2697f62b721</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat', 'rock-and-roll']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2511">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8553</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cabd8dc86a8d6405915452360e0dd6ebeae0fc74</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop', 'scottish new wave']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Wilson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qsc1hUhG2UrNZhByveJ6x</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5344">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['audiophile vocal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Livingston Taylor</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dMPVdTlcLlRcWtsrEXwAO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7e77d80c9e97326ec8b7e706354bf3644d59111</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3672</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">audiophile vocal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8707">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35510</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston punk', 'folk punk', 'melodic hardcore', 'oi', 'punk', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bf79f952aed19f269f5aa894ec00d1a7463bb16</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Street Dogs</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston punk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0spqoVkfVzRyAPmA6ZY5F9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/153">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luke Bryan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BvkDsjIUla7X0k6CSWh1I</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/85b7f6d10ae06d21300c9d95f7ea18b35d1df547</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4389303</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5925">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otis Clay</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2jV8AcZ8W3TfiqInUGWwlL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/192a99e6f6ece5249c675ca1c689da390fa5852e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11944</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'memphis soul', 'soul', 'soul blues', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10866">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mame (Original Broadway Cast)</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ssE6H5I4S9d9rwItbLYM9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cd0aecee7c2fa64627671f07cc47c272276f5409</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11445">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FCIQeb4aGRHovCPTKlMDt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/abf6a54f36103ab4798b651b64d1b8d40d06f1c6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carlos Cornia</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10235">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a917651fb00947598213c8924c9f80e741086f2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5olDKSsFhhmwh8UCWwKtpq</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary jazz', 'contemporary post-bop', 'cool jazz', 'jazz', 'jazz funk', 'jazz fusion', 'jazz piano']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158880</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chick Corea</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7337">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3528203170f2f13718cfec8cd3c36b98d825016f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz saxophone', 'smooth jazz', 'smooth saxophone']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZcJXldoq09BRIMl0Qh1Vm</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz saxophone</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Koz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52716</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1267">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7B7TGqQe7QTVm2U6q8jzk1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/35e6b03d8937bf5ab910a2f5ba11f9a92e9b51a8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Rob</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194783</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap', 'g funk', 'gangster rap', 'latin hip hop', 'san diego rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/678">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'west coast rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XqfpACObRB5AsBcUYjL8X</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Eiht</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">168049</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69b5005edcf44948167af977be94fb55cc748a29</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7720">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cEuCEZu7PAE9ZSzLLc2oQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dutch house', 'edm', 'electro house', 'pop', 'progressive electro house', 'tropical house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R3HAB</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a157c6e13ffffd135f1465d18103c774d20d053b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1765047</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1297">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QJzdZJYIAcoET1GcfpNGi</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">968507</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'reggae fusion']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damian Marley</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f05f2667aac2bbccd9bf8fcc658b647533257f16</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/893">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7C64wNX3howEFZjAYRKsfP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86425</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dffdd5bcd7f3fe8d2f135886a288f9c435a98afa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cataracs</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6312">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['k-hop', 'k-pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2auC28zjQyVTsiZKNgPRGs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1253154</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">k-hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">RM</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d66b32499247dd7a9077ee12e1b68c26c074a6c0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5796">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LuF7P74RidHXKY2b1BkAs</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cosmic american</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd70bb0662bdbcb0b1fb9f4259ace9d254a4c10b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jake Holmes</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cosmic american']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1752</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10359">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bbad754cfd1e6b868f1b8a3f3f9bd989c8153cba</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2pJn4djuWrNQbNfrxHB13M</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18023</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jesse Colin Young</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock', 'folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock', 'traditional folk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10956">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/500698af17821d9ea2dfa98f5a57067e3d26698c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mlGgIlxNqG5B7bsNO2mgh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teicher</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4295">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">715663</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02c87a6ce8c51f4a9f2198ab870169597f3e99ca</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4uRYpUQZrNrY5t8tAv3XrD</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NERO</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'drum and bass', 'edm', 'electro house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4732">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XLFzYr4Kb82ElbPxZ0Y1c</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Abraham Laboriel, Sr. (Courtesy of Integrity Music)</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6296">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NEEDTOBREATHE</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96eab73632cb03ed5c8d3cd1363d0b0ab730f2b5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">610EjgFatGvVPtib97jQ8G</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'ccm', 'christian alternative rock', 'christian indie', 'christian music', 'indiecoustica', 'neo mellow', 'pop rock', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">508465</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2721">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fire Inc.</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41pLvk2oM6XBHjqi1JkTXF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2430</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3410">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4b379147f950964e9e692a52ca34c0e4c03d484</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love Unlimited</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27396</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2M4KXzgedR4EKG4qgTeDKa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6106">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Packers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30jYsKUr5Xn1bR2m71tc22</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv">
+    <ns4:license rdf:resource="http://opendefinition.org/licenses/cc-by/"/>
+    <ns4:title xml:lang="en">artists.csv</ns4:title>
+    <ns4:publisher rdf:nodeID="N30575b5f01ab48958f9dfd2230e9d282"/>
+    <ns3:url rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">artists.csv</ns3:url>
+    <ns3:tableSchema rdf:nodeID="N8540c888075644f1b29715def8d6f3bf"/>
+    <ns4:modified rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2023-11-09</ns4:modified>
+    <ns3:dialect rdf:nodeID="Nd2e6cb676c7648d080410201637f1ddd"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1867">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2159</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3GCuuMLMs37izZ3q5vFpcX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billie Ray Martin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6402e379daefa784f0aaa4489d52962cb9cf0c9a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep progressive trance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep progressive trance', 'diva house', 'vocal house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3317">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5761f0bf0d3ad46af08b9a78bf4583e0a9bdb994</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72NXpYBIaTfEeAAsxXLs0P</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Orlando &amp; Dawn</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42394</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5116">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taja Sevelle</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['minneapolis sound']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">920</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Kk2qRZ9uzYmVPyn2N0slh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18ec978bd2990ecdd5e280e69fc5e1996695aa5c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">minneapolis sound</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8016">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">974</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee06393d237ec8fda3642978c11dac919a39b3f6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58E6mj83zDwl6NovopWzjC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Broadway Cast of Once: A New Musical</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7968">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c30b00cf84d08e08ab92d323ac4414f421f70086</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['antiviral pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Screen Team</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12837</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">antiviral pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DG5KVTU0OthnYR5YjbuGb</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5765">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ed0c7080a6eed269281d2764fde6ae61996e061</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joy Of Cooking</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76sETeecYEhjZp9iPi7F0h</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">809</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10208">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55127</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccfcda5ce562091b2d18cd09e30f479960bf3c57</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iQHkms1GjFd7pjSHqs68B</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cast Of 'Camp Rock 2'</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3469">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17767</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89075f762c28dc8179c71217b1b989ef2cb7914c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bettye Swann</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'motown', 'rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0g3EsNvUCwgpsdkAiIC50W</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/554">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UBA15slIuadJ8h2lPRPos</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1355697</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/51f88e794401a338e9df945883c3c6a081451a63</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'southern hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tech N9ne</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4824">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151079</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/303ddc3bd7f5fef55e2fcc0367f67bf293232a3c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g0RlUGYDE7rdAJSnLkNOv</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kut Klose</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2178">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">diva house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['diva house', 'hip house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1905</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8be941acdd23dc92d7a34236393ac64813a75c4d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kym Sims</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40PLSl99xXqAQsCQQPmfyM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3055">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e21f76c0f422879a0f63d270a85ece383d18cdb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62756</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peaches &amp; Herb</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qI4LTzMRpTxRzMZPvv2C6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'motown', 'quiet storm']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/655">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hillsong UNITED</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74cb3MG0x0BOnYNW1uXYnM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99985d015601ee1d31630f19d5847f294cb784fa</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2058978</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5076">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7478</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67drSMarzjhEXxEJ2ATLfE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7e528a44377cca55f270ddb38a32daeca20ca5f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eighth Wonder</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4798">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3T</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38736</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0a15f7ec1f0166c945d4db6e3207b9b9f17a1b1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'new jack swing']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rAaG3OuMuWvPWYji9TDgh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3855">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77ZSVx5tJdeJdJsdJ3z2UX</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">395</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The American Breed</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6026">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bo Diddley</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'chicago blues', 'classic rock', 'electric blues', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'soul', 'traditional blues']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">196280</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c116fa8059a519a653f242c7e14feb43a4186d0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bmixwMZXlkl2sbIbOfviq</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2988">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'classic soul', 'funk', 'motown', 'neo soul', 'quiet storm', 'soul', 'southern soul', 'vocal jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HU0U9kdXEHZVxUNbuQe8S</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268903</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donny Hathaway</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c9a122b0f6a1c6f083b1725f309d3a25636f4ae</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/206">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Static Major</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pbi8H08p95NUZ7m6ybxUV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/076a47cb200b8981b3001216089857a544c61fe7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2440</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7029">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">150231</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cali rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cali rap', 'hyphy', 'rap', 'southern hip hop', 'west coast trap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf4ab735b9233d8325fd5f17786a1d191143e271</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Berner</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lrtGWxNXWjd0JzDLKXubI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1693">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'lilith', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hole</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SHQUMAmEK5KmuSb0aDvsn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">414849</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f070ac89152fcd23f90c1351295d8cc64d54cb2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8577">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25384</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f52cb1a8c1300850003135e0d2c33744643fcc3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2t5yZKDT7oAMkOFkoToViO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie rock', 'modern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Rabbits</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3386">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'classic uk pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terry Jacks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13722</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17b4b49f23e1784fcd275f70aa9f56a6d1a30ea2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09dDdtfi4mWLdC2BHOrIrl</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7586">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Q0MyH5YMI5HPQjFjlq5g3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Murphy / Chet Faker</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1236920</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b19b5b58a57624d570ff2d2b5eed30cf30781a51</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian electropop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian electropop', 'australian indie', 'downtempo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9379">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Madd Rapper</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Z9xidOHeSY1fdkS5Ioldz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1092</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e27e44684bc6e899826fcfdfca25b17edf7027b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4930">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">110992</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cba5953f10951346d6f44ebd52b2fe1ebb863832</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GTUAEg2QH41GgTmkIldjh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Miki Howard</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'post-disco', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10594">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">107581</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Judy Garland</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hItVPjwJLVZrFqOyIsxPf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'hollywood', 'lounge', 'vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb176061d33ff8d04daee54b00a6f4206d1c0ef5</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/431">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1880380</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'europop', 'new wave pop', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19ra5tSw0tWufvUp8GotLo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Michael</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c6625e90191fcdffadb0ff5c613f4662a2e4b82</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8862">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36ikBJX6oQWWlgrXCock30</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lady Sovereign</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef1ee3d1a36abb41d09a8abf636125be56e4dfc9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35171</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8695">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stereolab</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Rj0tDHoX7C5NFq5DKIpHt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd29776e84f1e23b9d5229faf541e8a45d2098e8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120204</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'art pop', 'art rock', 'chamber pop', 'chamber psych', 'dance rock', 'dance-punk', 'dream pop', 'electronic', 'experimental', 'experimental pop', 'experimental rock', 'folk-pop', 'fourth world', 'freak folk', 'indie pop', 'indie rock', 'lo-fi', 'neo-psychedelic', 'new rave', 'new wave', 'noise pop', 'post-punk', 'singer-songwriter', 'slow core', 'trip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6853">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">452233</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'death metal', 'groove metal', 'melodic death metal', 'metal', 'progressive metal', 'rock', 'swedish metal']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ybFZ2Ab08V8hueghSXm6E</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4db91b921c68fee49a81ac1a1edf2e1160eb51e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Opeth</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7136">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/97d416a8ffb59ec86022434ce323ee01f5c8e265</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">717894</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kaskade</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'chicago house', 'dance pop', 'edm', 'electro house', 'house', 'pop', 'pop edm', 'progressive electro house', 'progressive house', 'tropical house', 'vocal house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TQj5BFPooTa08A7pk8AQ1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6979">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Catfish and the Bottlemen</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xaAOVImG2O6lURwqperlD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">709180</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock', 'modern alternative rock', 'modern rock', 'rock', 'stomp pop', 'welsh rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f806bef13021f4113c15d649dbc3eadc0b8cea8d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7703">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Oim8XBPbznAa8Jj8QzNc8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cults</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ff8722c3d40ec206a68eec65202adb0c68bb5b7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'art pop', 'chillwave', 'dream pop', 'electropop', 'experimental pop', 'folk-pop', 'indie pop', 'indie rock', 'indie surf', 'indietronica', 'modern rock', 'new rave', 'nu gaze', 'shimmer pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">191936</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5284">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6867</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new wave pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57AKOY1SF1062tuVzgAPv8</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70aaab9d5bb5d10a6816244bd7d3830e59206646</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Waitresses</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9947">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XTLhU1dIa9N0sTNhCHDcw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32910d0b26852adea56caddc77d9ddb7db8f188b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stealin' Horses</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8095">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mexican indie', 'trival']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75455</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9e2d0845b908eb8b3e389c0ef78bb1e7ea837bd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BallMTY</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mexican indie</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MLs9allBZrajb5Dc4146L</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8241">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea7dcf282e17159ce440c843561d74ba426e5373</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2RQsqlGDunlzpIEm43kSlM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109805</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Tosh</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1592">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">326876</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deborah Cox</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary', 'vocal house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a82c13aa34ec45f0e9c0f2857cce15fb54c2b1f6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">601893mmW5hl1FBOykWZHG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10031">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eSQUIRE &amp; PETCH</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4641da6e4117f38964cc665d9dc265db0b4605a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Wut7a436LtYdSdvt9OmMd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep tropical house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep tropical house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/975">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1mHuZMOP8FG5ip4yAb1vrB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f2962d2b54b440572b1527f7a3a91ac73b0ade1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Franti &amp; Spearhead</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">121372</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11193">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62d573dffdb21645dd1fa8d0a090d3ed33eca63d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">698yZaDKjJ52S9qpcXNc2Y</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Purple Knights</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3398">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55861</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b2c5fe19fcd0d1aa6d7a2692df0d17d9458233b5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black Oak Arkansas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'hard rock', 'rock', 'southern rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07xwCifj3iE7F6fYHin4TU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8678">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ectofolk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3PihHGdkeI7CBvqoMUIMdT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1641</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ectofolk', 'folk-pop', 'lilith', 'western mass indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonya Kitchell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/33ab08f279f67c600569b28d2bd5708f400f82d1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2794">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19570</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77fac20eaf56b4d2958df7cbd10cbec2223b814a</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Greg Kihn Band</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yyag4BRejtPxsKTrSkKDz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9437">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2nszamLjZFgu3Yx77mKxuC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8baf174f7706703f03300c6c5343413e3264cd7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195440</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'big beat', 'chamber pop', 'electronic', 'new rave', 'ninja', 'nu jazz', 'trip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">UNKLE</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2392">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JDkhL4rjiPNEp92jAgJnS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Orbison</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">742306</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/846e8808178b1b66a5220f947185dc91b89f6f5b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'folk rock', 'mellow gold', 'rock', 'rock-and-roll', 'rockabilly', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10885">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XJQ9FUGCBVCHC361JZn31</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Palm Beach Band Boys</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34f744b1eaca2f903b32979cb669a581faf987e4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1588">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7eacc9baf51e928301fbb29a55683fad7ad1cdc4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13C1r67pHZXIokdommj2dF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12014</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Splender</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge pop', 'pop rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4681">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22778</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bf3880813fc1d9a591395020c5ad40e261854c1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CZ7oUAqi1RHO1hO5AJ6GH</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Studio Group</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4213">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dwayne Johnson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1T8S48bD91THNKBByWBDyn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11058</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11105">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 2000s Karaoke Band</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28838544d1d0c7e32ca737731f7e7a6cc356c107</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Q25oFANw7zA3kD2DPaJ8D</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5438">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39206</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5729e8678e29726be04d52deaceeb300ac477bd6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Simmons</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gAbCaW9OmfIqqZGLpKb3f</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1274">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">357765</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bceb7fc52d4b64709d487f716befe43ef8273b1a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74aLweE8FHHf4yN5TWv1GM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">HIM</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10349">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7740</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dutch prog</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kayak</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dutch prog', 'nederpop', 'neo-progressive', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3w34NmNWqcGYg85t7ALa2D</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/928245e30759e202049ca49fbcf6c896d933331c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6904">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">abstract hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['abstract hip hop', 'comic', 'indie pop rap', 'pop rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Watsky</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0043bdb21e78b5a044a1110210d1e0718a1c09b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mJ9GlkLzj8Ka7Z7EQaCMi</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278536</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6815">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian metal', 'canadian post-hardcore', 'djent', 'mathcore', 'melodic metalcore', 'progressive post-hardcore']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6z3BjfmgvDUIHaJ0UPTtrQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">120173</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/457b921f36109d3c5eec9d2fdf1bee11a86ed2c7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Protest The Hero</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2413">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">When In Rome</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'synthpop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40834</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jOO5nZ2XPmc232rNjzqJy</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d57e03eeff963a7ed2b70fe8a2f17315b4d312cd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9534">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">662073</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6crUnfFtxFx7u9OGE1AHZo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/266fdaaccc5e86354a619e969722e68d45083a77</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ponto De Equilíbrio</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian hip hop', 'brazilian reggae']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8529">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c217e635a3799091dc220c0453e87f20edc7d793</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin MacLoed</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QtYdJyvT3AaQx6SvSkRpV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9122">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68d671d3d73e5cf541de186f802265bcb3ca9557</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35675</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55PeYSS1g71a1BZLeIr0Sd</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Les Nubians</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1412">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1066649</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luther Vandross</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19y5MFBH7gohEdGwKM7QsP</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b56207f77a5f193dd195b32ef2e0448845ee354c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'motown', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11137">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">336</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ L Club</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3utOtDFsY8PJNu42Uzj8uC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25d518460cc3825fda969e4b6f4ca3ec9a110ffe</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7959">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kaki King</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental acoustic guitar']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1s2pki7lATUaBOL76E3vCV</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aa33ec4b634a80b782a706fa31213ed1bd7a5d78</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42563</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental acoustic guitar</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9828">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ebc6ca4ed8ae0f14eb85cd5adecd0d070748128</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kwame And A New Beginning</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">901</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1bgbOxxV50xZtAdQtc387B</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6385">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">262030</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88rising</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8b4c9e52ea2c464eba15d7090b6a1ada55345be</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AhjOkOLkbHUfcHDSErXQs</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7561">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d563bafaba9f7536d6490aa3f3e15f6599c63bce</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rodrigo y Gabriela</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vX3cMVyW8gtDA4y855ynF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275110</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco', 'world']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9856">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16816</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Primitives</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['c86', 'candy pop', 'twee pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4FPmAi3p4T3p0AsthfqHMA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c86</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf493c112e889e2e0e6814d0e8f4e5b27b31e7cd</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8110">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'folk-pop', 'roots rock', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83ddcec755502352a3b1edead904b49eddb80e3c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7x83XhcMbOTl1UdYsPTuZM</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Waits</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">777194</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11064">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4B046PL9HdnTXiuFSVxeyL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thin White Ziggy</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c51c3f53ffd2649b8733bf84a8a5e6ae63bb9d41</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/603">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1742146</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15f5331e228fe1760991308b65fcad6ed65c886e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'electropop', 'metropopolis', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25uiPmTg16RbhZWAqwLBy5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charli XCX</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6270">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lloyd Price</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'louisiana blues', 'memphis blues', 'new orleans blues', 'rhythm and blues', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3add332d7ef9f0855a63ee080e42149a34c84084</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35810</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iOE5ItEv5xr9fmKi7GNh2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4193">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">251245</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eI3X5rAzHRZVe5FPk4MN1</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'metal', 'post-grunge']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/28ac07daec0ec8812a896d3b21dba76cd3b379c5</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bad Wolves</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3319">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JUa4i7gpgKlNX6DqAf13t</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">267</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tamiko Jones</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b51e5c4ea0016224d2e41a80ad5212e2cd1fd57d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="Na996b9cfc89e45ea8caa24f8a447a79e">
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/name"/>
+    <rdf:rest rdf:nodeID="N0644f9800c8e4081892e894d57464d4f"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10915">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f4eb1e20f616a39efda501b3de80a013fa4cb7d5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bolero', 'ranchera']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">248479</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Panchos</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ker27Wbb9OcUHGs54JIAz</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bolero</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7243">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'modern rock', 'new americana', 'stomp and holler', 'swedish americana', 'swedish singer-songwriter']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BpAc5eK7Rz5GAwSp9UYXa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Tallest Man On Earth</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ca2c3f93abb4b1d7cdfaf8925b1f34be6accc59</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">520794</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5572">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5000 Volts</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4U9FglMGShioV0yV8qcNFd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">727</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c37227afa762fbbed29699ba83d41f7d5d6ec863</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8874">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ece8bb51fa36c1e8dbceaf09f6f68412939752b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">A Static Lullaby</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nrcqEG1EEnOwpAfIv0UIb</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46972</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10939">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15401</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e931ea18a05eaf9267e6fb1ab0f1a778b6ae79b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'french jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Swingle Singers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZlFYysRdc6YaUH5FkxPl8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7310">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bear McCreary</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ifvIECHAlEgPMBuBOJ0lG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/962ac2c105267b3688e82bbe7bfb81ce8be947da</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['scorecore', 'soundtrack', 'video game music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52238</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">scorecore</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3312">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ia1uaPzflK6WZ218h8V41</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb37574494dff863f7265f07909f42e6d4e409be</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep northern soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep northern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Moore</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8487">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Noisettes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6oX4tx055oEFYM3ahDTyOD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/730512b4a35d2ce09d9ab7b5923b5ce2262efa29</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64474</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/602">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6h2J3dxLnTyURwIUBumKog</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rich Gang</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/611355793031db0f014a07f53cb54b9b4fa6fdeb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">619830</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8422">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lTux7kxPz3oahwoxtWxO9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18c0f2363a73869976197ee830a26f8fa1fa13f1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Byrne &amp; Fatboy Slim</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7980">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6aeb7d6b2f6e272d18343f838d54fb093120aebc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Helio Sequence</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JoxwT8CwvpxxNaP55R6q2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'portland indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31011</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5193">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Basil Gabbidon</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4yocK9z6V4YIzXWwpf9bhu</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88dee5818e6c802d437a39c30abcf41faf966699</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4080">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Tillotson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36msvw9B10rxW90NSQ2794</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31287</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/060a48a3363d5a0b722ba0b706059d719b031062</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e3b329829c210144d51035a91b92ce3f55d79fb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['florida rap', 'hip hop', 'miami hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">florida rap</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46SHBwWsqBkxI7EeeBEQG7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5001866</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kodak Black</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3646">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qFVpbWBPJhBNaEDVazsxz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd9f06d6a265de2d15d3eb7acfd8cdf8d5f3835b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al DeLory</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4036">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jarmels</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">383</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doo-wop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c15870195f61dbaa63c98effaa92dea879685316</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doo-wop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7e5v9t1Ld1T9cQMBiRY3K6</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5625">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'classic soundtrack']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3276</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8c43c7667cfbe32755e532cf423ba5ddba82363</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VN38ZSdtQnHLa8PfTTKZD</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marvin Hamlisch</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10319">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Kaiser</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JgykWJiK9U8B4gfoWdDMb</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1453</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/324f441b1344ea49ca0a3ac20f17a6a6d9b58cb9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5195">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Abstract Truth</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">555</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15xq3FPjraOi0et0VNYhQJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b53031db4920ce1fc8a4b6a79f110b568c6c8b8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3497">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british folk', 'celtic rock', 'classic uk pop', 'folk rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15682</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lindisfarne</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AgFg0hHythyklEs4t7XKt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cfcdc62988e1d67cecdb1370d82601d7911e640</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2463">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Siedah Garrett</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2930</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7EVlecngyrLHfQUqFMpwkT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2e552fbf831fcba1c174510fe5b15778e9d24d6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3515">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93984</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rHh0AI30JhKrbzKIFjFNd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ead0ca5746226e1bfbc53b7d848f3cd4d1318e37</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jr. Walker &amp; The All Stars</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8916">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37154</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sM4cZ9MHihs0tbmkiE9n8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1056d7c9b16df867e635245576b2e5ecad378ffc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro swing</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jamie Berry</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro swing', 'nu jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4345">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7cd0eb7820603a2b04a28b2cedaf292d3f6e1ba</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sheFltPCALk1o9MxUnJd4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holiday Inn</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9350">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dhLVCzAEMbAu1SSkAoOGV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JØRD</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bf990ee482ab33da9a81d74fbdfbb02317e9b46</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72803</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8832">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paris Bennett</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">628</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HBJ2jOUPNp7DdKKqErhqu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25bf4e91dea9092cfbbd246ec990050023d9c38f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3526">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae53e43ad044fe30298ac986a606bef7db4617bb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127319</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jU2Tt13MmXYk0ZBv1KmfO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giorgio Moroder</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10597">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36862b45faa1befceafd042f292b965cb6f2346c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cecil Holmes Soulful Sounds</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5L2TMGd5g1wDUaesHfB1Xy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1059">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c4f651c30f7766ca2ac65eb4ff5b88b677f2ac5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">206</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young-D</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">728molw4csz9ah0XE4QOm6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7689">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AZ3VR0YbFcS0Kgei7L2QF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3c3c84fd76a8979aed16c77de9f68c98b1122c7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Russian Circles</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'american post-rock', 'instrumental rock', 'post-metal', 'post-rock', 'sludge metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129446</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4424">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274374</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59NO6KX7wQCG7jGdtH1NtL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Raheem DeVaughn</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/176ea333b292f8d022296ea27e7702faa04ffaa8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2117">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">S.O.U.L. S.Y.S.T.E.M.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">441</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1xrPZsMHSROs9YnmT0NNRs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4246">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sophia Grace</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4OK0uZAzsgFobgChwUAFvS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65271</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ee715bdf1565be5b3ecf6b29df62b67d5d440e8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3281">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american folk revival', 'folk', 'folk rock', 'folk-pop', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">307072</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d09a5e4f1b49b8943ac2bc1a6d6f9d4e022bb7de</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american folk revival</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EevBGfUh3RSQSGpluxgBm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joan Baez</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8434">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'gbvfi', 'indie pop', 'indie rock', 'lo-fi', 'modern rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5hbH3dvtk49g07qpc1QwPe</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20265</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56deb44b7b9bd37d7f56d667b644b48e48e0594e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ted Leo and the Pharmacists</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2064">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'grunge', 'permanent wave', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7abc7edf2b7eeee7c50dc9650de8623718ba7445</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">280096</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02da1vDJ2hWqfK7aJL6SJm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soul Asylum</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11491">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kuezHpaFdBdyY69fQpHif</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db402361101e5ad525437959f2b9c76a427dcfac</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2014 Red Hot Records</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1992">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Lady Of Rage</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11411</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CxwOBCoGSvWxfDgNoa1Nv</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/150c178ec9f4f20d342b9e9559df545b287e323a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10040">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/142a1048c298fbc50e8cf9d0bf45b5d3fec8b75c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7089</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.A. Dream Team</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CgtnHjLV5B84Z0Lcfj9U5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'old school hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10731">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50ykendPoJz3qNSbWQ70J8</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Frost</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b47abf8930831ab61d1574962bbba77fd2cd98f5</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11012">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52355</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'europop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d278f95e3fd13c27ab386b3c73e785dd12de0646</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alice Deejay</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0aNCjE72yyrhKQB1qfPBpi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9075">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'emo', 'emo punk', 'kc indie', 'midwest emo', 'modern rock', 'pop punk', 'pop rock', 'post-hardcore']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cb4d57c3987b54260b3d4372ad6ecd05bf7edc9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Get Up Kids</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76006</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54Bjxn26WsjfslQbNVtSCm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4898">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2748</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a19f9bf6c21d663c2769d407e40b5d7b9255b1c6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boss</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mKv8UOsUlfywaQ5bSJRCT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3441">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country dawn', 'country gospel', 'cowboy western', 'nashville sound', 'outlaw country', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240570</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tammy Wynette</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LFKKuzn302wp15dYH28id</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c0e3299ce1b2644aee19974ad35d6b441aba6b7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2143">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18JD8DVlD1fakDAw7E9LFC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 Unlimited</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93261</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'eurodance', 'europop', 'hip house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a9007b7bf61f8866f3bb804aa06193000cb087f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1622">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b3b3464739b0a79bd505a4822205cd4c7479295</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41qil2VaGbD194gaEcmmyx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">566612</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Will Smith</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4809">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/90ad829bd570fd9eb381bb0a322cca2da1e3a8e4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sona Vabos</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Ee78jjr96kl0jX9gTCHtR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7719">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30ea1d461c1614d8f02fa2a02bd22b9d067816c1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VBflYyxBhnDc9uVib98rw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance pop', 'electropop', 'metropopolis', 'pop', 'swedish electropop', 'swedish synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">627181</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Icona Pop</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3142">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21415</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14822d5856eabec07e669b61e616140d731cfa78</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shaun Cassidy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XJ5IHDtW2OkjtwVllkANt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/614">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KfzyefHYuqfWaI5taICaN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Band Aid 30</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed33e622ff7290999a068695674112cf881422aa</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2417</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/516">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Wnfj5qZsp8nPsGBBRRa4W</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f48d863e47c889d306d6d78af11ce8df9595f74f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Monty</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12980</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11261">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JcroX8wp7jvl67d8Khlgv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tino Reyes Trio</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12ece909140006a52c0f9d778744a42cc9543645</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10441">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vaOLxWPpsv5LVsSHBy9tF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/731f55aa7239e5da4d9e71a7478187e4f4c27a9e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jason Upton</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian music', 'deep ccm', 'world worship', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90743</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9458">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d60959e2357463700a666ba3536ffe73adae48b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boaty Blanco</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MNjNMOZJ5GwRddoG83PAl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9213">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8594bb0a024e8f4bf71491e37005381473efb80c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mlPu2ZX0vOFIBUEiXnIpn</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28703</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaguar Wright</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4005">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103814</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby McFerrin</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/733bc7148161594837facf51d8b3608f116d0776</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2FjkZT851ez950cyPjeYid</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3429">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">instrumental funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tw3wmGmRXSWP9GqsnvY7B</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19178</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b8b4b2095832a1352c550abe9be8476d042e3f2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['instrumental funk', 'rare groove']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Incredible Bongo Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4545">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hitman Sammy Sam</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1380</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d80ba6cc575c1a826858c2cb12e3a0c1536f5381</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RhzdrHfuZEMnZTNRjbTpz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3725">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55IyYO6fmYpYw6Nd4YF7bw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4603</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zager &amp; Evans</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4125b4fc6d5dd33194722d7fa7485e10d0fa6408</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9286">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">358</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8a36a1f08c9050bfdfcdfbb23b2b2abe7c2858f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Iconz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7evouVa0XfhlsKBjU5Q8W1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4727">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oNV38xQ3D71ULYVS38ynm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marsha</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3010">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'post-disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37WGztoQRbNgo55GQCw75B</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Narada Michael Walden</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9858</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58c9a53baa5ad40bdb721fe54f2b2e7e78a2f84a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4995">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/166c092b89e95ff062c314a9fe5efe2ddc430a9e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B Angie B</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1316</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GpFgqBBrcikLKSvzyXmBH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7431">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kooks</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brighton indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1705130</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a3dfed5bce0e6d14703011ec52a42ae719c0d4b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GLtl8uqKmnyCWxHmw9tL4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brighton indie', 'garage rock', 'indie rock', 'modern rock', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4085">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/663de74110922edefe80f6ce18685eff49deda7d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4684</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shirley Ellis</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GO3ufZJ7YsEnQ3PiML2Dg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4408">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Latin Sun (Pete Surdoval Productions)</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3h6Fad2rd3yrtHQlSqxKYK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91a5653c3b656c1789c3a81eb99093eb08d9df63</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1449">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Wills</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158918</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0dlwjJe4kg9TgOMN184bJF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d6448b4a148790ae61c22ed735b9c2ce85436b1</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1232">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2skahWK8IOGB6oBCbR2e7D</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Scar</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bfa11a0c673f49eb96353f521717896e346dad9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4164">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23593</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5b2OzvLaL6nyxw5pbVbSdy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Skeeter Davis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'country gospel', 'cowboy western', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/744181a5596d0f85142c1041344e8d7b59e79593</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6018">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2 Of Clubs</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7q2Lc2092cDjCKXlxfvxPK</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9158">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">281461</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Supergrass</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'big beat', 'britpop', 'electronic', 'garage rock', 'indie rock', 'modern rock', 'oxford indie', 'pop rock', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e343d726b826bdf8ba60c05816df4be1024fce4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sHeX8oQ6o7xic3wMf4NBU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1242">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d39c05f2c0255f9cece82b2aeca7a97ff4a07cc4</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Vassar</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">171152</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XhhO2dTs2fKyhILj0aam6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9108">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'louisiana metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10708a0c6c11d0d54cd4c878e3ecb480c6b68873</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Superjoint</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36804</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2K5ouPQEC1lbHfUTbbjh0a</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7160">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f06c4890a6fc55c7eb1f45b36e2473678b67f3f0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">344320</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Daddy Weave</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SsMf4SjhOlSqEitcprgBt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/483">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Disturbed</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3230285</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TOqt5oJwL9BE2NG9MEwDa</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b57e634f63dc9a71052c5d61cafc00d221c42afb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10627">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">If</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">490</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EpopZzq5HmGkQhy00TSlI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0380eec0c9da8e64df4581d3ac057ff58b933330</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7790">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We As Human</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51553</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5d3441941c5494afea546ba024bc1217789c003c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FFTGpuvFDztqTz4t1Hqy9</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian hard rock', 'christian rock', 'gymcore', 'hard alternative']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1953">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ypgj95aGInvJMJbMv78wB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db33a3a451787e48418b48a9ee4547b58fc59a69</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group', 'neurofunk', 'new jack swing']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jade</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16621</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/301">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shakira</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17039404</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EmeFodog0BfCgMzAIvKQp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a8d19c199d9c097600cafefdb967ab0bbdd8c3b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">colombian pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['colombian pop', 'dance pop', 'latin', 'latin pop', 'mexican pop', 'pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3599">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">212</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rFi4jPBgt63Z1JXcLE9QX</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daddy Dewdrop</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/764a09a725a3290f8f27d4d8ec64a880428da4cd</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11282">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">LS Thrillz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1247</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oCHNPtanbqkuyre5VESAF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b706d41b74c9efbb14a761948f8307bd793a822b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6135">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1002</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04055419f49db8cd4be887150c81340de9711f8d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Derek Martin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wmdEPqPmm4Lj4FdZtQv6S</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10924">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lawrence Welk</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8374</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GMH35k5oLCjzYpn5HbaD8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ballroom', 'easy listening', 'lounge', 'polka']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ballroom</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc12a40f8264ba28ed752640ae13c61fa8750bf8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2647">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harold Faltermeyer</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13578</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german soundtrack</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german soundtrack', 'synthpop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/595485b5a0d83252a95f5fcb21a7101f73b08386</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Cf73Z3RZQTH4V69GSDxnv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4313">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0bef224ba9e5e2b45e1994756c76d1f6c7f9ef1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chart Collective</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BpBoQZruEAcRfpqym754s</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">155</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4596">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NyJIFHAePjHR1pFxwisqz</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">276165</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'west coast rap', 'west coast trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kurupt</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d3e5e7bf70fe107b338556fcffbe575e9ac453c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9244">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75b0bbc0f7e06686bd104c50fed9cf57eb53a719</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grupera', 'gruperas inmortales', 'nu-cumbia', 'regional mexican']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grupera</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ZCO8oVkMj897cKgFH7fRW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1914966</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Angeles Azules</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4234">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HBA3bLuJTLRvjK8NX9ZSy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['musica para ninos']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bde319ee08d8f9ce4a46be257437910df43fa1d3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">musica para ninos</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20088</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sweet Little Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9779">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RkW6o1M8sDx2FzeAEoNbH</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Holly Dunn</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/362e412b187753d19dd985b3dfbe4a28a2f579ff</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47154</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'nashville sound']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/700">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18AOdS1Qw4XXnQSiPJQr1B</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mack Maine</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8cc7318afded7a3ae55d9b7c6f2bb8cce16765bf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3506</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2333">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae558e3188aaee31fb009d9bec69c56a2738fa86</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AEDwJyvLfojF4iKEmJDMT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8774</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave', 'new romantic', 'new wave', 'synthpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anything Box</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1053">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11504435</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ye2Wgw4gimLv2eAKyk1NB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock', 'metal', 'old school thrash', 'rock', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a06711d7fc48d5e0e3f9a3274ffed3f0af1bd91</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Metallica</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4102">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b9b5b59c24c9097d636a7675e04d58345e7ab7c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59zvXMeM3koefoJWQhBki6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1106</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ned Miller</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10238">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8251faf86b4a9117f9606c81f0f619979476d4ec</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5c9Lu48iXX3haxb1fJS2Ox</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Danny Joe Brown Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3259">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddy Fender</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SNdq9iJyup4XY6JbNHbt6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70385</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef5ecd10b525155efa79a513944bf0257a6f9e94</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'cowboy western', 'nashville sound', 'swamp pop', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/30">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Snake</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c684a7c0a70d1f506595739c14f8a76ebef6687</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5480925</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electronic trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540vIaP2JwjQb9dm3aArA4</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/584">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cashmere Cat</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2099c99ef84554ab7cd6cdd6bb7211e033e4ec9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282619</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LZDXcxJWgsJfKXZv9a5eG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'downtempo', 'electropop', 'pop', 'post-teen pop', 'shiver pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1391">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1ad6db31350c11f3dae497a8c049c1dbc63987a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6APm8EjxOHSYM5B4i3vT3q</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian indie', 'christian music', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">836728</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MercyMe</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6785">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jk39CGeaaSO3FPKNx1RUx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syd</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'escape room', 'indie r&amp;b', 'lgbtq+ hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">255522</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c57c71859104f504904a961a4fd318955161a6d4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6082">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4n2kb5iYdGkbWDRrObBbjZ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/776ae77d4c8704e6bc145bceeb42886368c58b4b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Starcher</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/448">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dae Dae</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41LfjfTCcTCUdykJqNyFw8</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328039</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'trap music', 'viral trap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7902c554c8c72f9d51fabad3d02041ae16adea60</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3699">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yY2gUcIsjMr8hjo51PoJ8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'indie rock', 'madchester', 'new wave', 'permanent wave', 'rock', 'uk post-punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/481b980af463122013e4578c08fb8c5cbfaed1e9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Smiths</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1891359</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4243">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2015 Homiez</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lwpq74hzMX4VHImeNGb9M</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f73616cc2a0722b8b276f8708f7857cac08b2c3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9918">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4063</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tequila &amp; The Sunrise Gang</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0e3d7cbacf1fa3dd6c4efc0b2c847f0bc41bd89</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14NP6vwv3dCn1ckRIhVlZw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['euroska', 'german ska', 'modern ska punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">euroska</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6954">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gojira</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ad6844cd3a0d5a195f2df98f44abfcbfe2f4d5e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0GDGKpJFhVpcjIGF8N6Ewt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'french death metal', 'french metal', 'groove metal', 'metal', 'nu metal', 'progressive metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">490354</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6230">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bernadette Carroll</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5782</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1cb62e7fcd5850f3272fda41ee9ff6abfa8f0e1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QwBhFIOXWri9BNtwoIlKY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8376">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4zh5lCEdrayZuyn4K4frKt</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert Sandler Orchestra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3597">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Buoys</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c8fbf70fa9da9eb92f880601d476cc52f6e5c3e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0EpHh7UzaxKzcYps38j92E</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">631</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/583">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Lawrence</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3oCIYpmkFw8KGWwMNPKgXh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18312</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c30d05a567fa50ac180b920fc6fd6e06b9eac877</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3157">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2207</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carole Bayer Sager</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">yacht rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6yjU0SoX3vxPV7KoopXlWe</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['yacht rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d33fdbbf19f6e327419a1c5c8fff4da27355e5bb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11503">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4543</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Petrunak</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TRZYAlP0bNz0dZCbWAjsI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0395da04ef669d989af50026138e28c85f78e911</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classify</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classify']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6196">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3OmuR7XFXBig8yLeMSm9mU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry Mann</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doo-wop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2149</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doo-wop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bae4d13878d05aca7d035814d3f4ed2c35ea818</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11056">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doc Box</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5spxfv7eiL0P9Z2MmyhzTY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">230</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10506">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f16213a2e33cfb3b154f6045a6af8562ba69718</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JF3oLa3ygbJaMGPYrT7MX</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silver Blue Experience</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2772">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7MYNQyCNFvEvEShbkpuil8</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Grant</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6306</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10bda0ea7723c04a54f3959e585839f861c68711</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7982">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5sVu3ObJTpiln7yRQkMuje</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c50bb28e57a50ca7ba06b7c6a0c4894ebad26d2c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74129</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bucky Covington</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2402">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Choirboys</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8e2e8752a3787b7de0b9a135606ddde75b88c45</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59712</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2u6qHMpQaE48aowjWKJeCM</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10415">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Animals</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TMFgOxugjho5stCdUSGBc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1514</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0b7f6e67628dc3c8ce86c26fc19d955235f9f34</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8025">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124611</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Walkmen</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kFay2DQ5aZfeu5OsrF3Pw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'chamber pop', 'dance-punk', 'folk-pop', 'freak folk', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'noise pop', 'stomp and holler']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/319dd01fb04966666d6af860ac4b3e7d3217defb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8418">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4ccc4c928c953fbe755c88c4774df70db977a5c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4y6J8jwRAwO4dssiSmN91R</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Muddy Waters</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">763472</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'blues-rock', 'chicago blues', 'classic rock', 'electric blues', 'modern blues', 'soul', 'traditional blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3753">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f69784b9784937b9750473df11bb8add52c8029</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Hra0KQr00Pe9oqmQdVtvp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3719</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul', 'rhythm and blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Flirtations</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5059">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love and Rockets</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09mvgMBvJkxarNIDGdwPWg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'dream pop', 'gothic rock', 'industrial rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80930</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58c313946e7e46d001be7e69e319803f87eca284</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7636">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J Alvarez</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8fbdc79e925beec7a784b99092759da63a83bb6e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XFITTl7cFTdopDY3lUdlY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2983990</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8045">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/997428300c878e9467216bf6008a2a113e6e8ed4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11253</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4w1CZK8eG362JiAmpc3phZ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Skiba and the Sekrets</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2331">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7363</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Penn</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GcBbZ5wVhNABLzm4MpJqG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d66975ce98a04fb0f3ed94a5df890040b6bf561</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4450">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol', 'post-teen pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oWOx0BBDSMoFB8JDrjQre</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d2180bb579c9c2d6e80e4fce89281d4ef2bcd3d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katharine McPhee</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99909</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3114">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17303</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f44ef43ea4d4909fe77e71ab04b695b7458ea844</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'soft rock', 'underground power pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fmvGUlMVgmnCn45f1he7d</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Gold</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8425">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3WNUkxJcJeliFx9KXWXMgs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">100840</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9756d846b926929c61f4aadd79cf561fc457b497</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bebe &amp; Cece Winans</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10330">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ufZw0wQAJmH6I1OXCtIIe</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74414e21cb3fceb4040fc16ad0d9daad04d155da</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz guitar']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Gale</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3240</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1083">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81eabe47c5565c969a7c0de06fb914815df182a3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ZajykUFFll0Xwgal0fQfO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'idol', 'neo mellow']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ferras</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8227</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4354">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2090ce47d8f68c28c33518b345c15aa8cae3c1bb</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8599</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jaron And The Long Road To Love</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1gnxlAhv4TnE1Kbvcbv8QI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9942">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gregg Allman Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5jTAPkN0XtPH0cinWMRyzw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'country rock', 'southern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83341</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b0738893b2ce2e7da898cb6d628dd630ff2dc52d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6391">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Coltrane</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'free jazz', 'jazz', 'jazz saxophone']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5958fbd911c9ada338a50c15fbc01c0b60a1b9e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">977814</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hGh5VOeeqimQFxqXvfCUf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6331">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XDJlfdfbGNJrOJJNxTcdq</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5567bdd1c4096ca6c9a4fb0c830437a5c304ca8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep pop r&amp;b', 'deep underground hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep pop r&amp;b</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">489270</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phora</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8283">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1oxfyHOhHZd9AHiFzS7st1</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shake the Nation</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a235259d6dbc0619fc2c3ed531295852d8a9486</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">234</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7419">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2d01d77e400f958a67127d6e5765e71879fee6e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OVyBGCKn7vObVIVPXcmLa</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Otherwise</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'gymcore', 'hard alternative', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55132</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10446">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5GUVj2b1lJ4DolQyHlzyaO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7cb47aa5aba19de14aef71b7b55bdd391a199800</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169733</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blind Faith</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/430">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ce68ab552701e1eae03f03ac29143449223b363</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">759h9uEwoHm8KKq1pGI9RH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Opetaia Foa'i</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2854</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8481">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'lilith']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1GFVkK9DUecapOZv2HzpiN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nellie McKay</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11307</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a4449b1229b9bd2c1628fe2996c785e88098e9d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5425">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anna Gramm</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/148b79c07ed86556d639db5ff361db8a5e5b5bea</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YoRyEhgJgdr2d0xHzArkG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5497">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac McAnally</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/11d95f7d3ce4d783249f0909d7a70159175be681</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1873</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dSu4iBQikoVlBc43gwaHY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11158">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39XRFhurQON4gDE1ZCbbY4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-grunge</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b015300e1e0fa823096490479054d441cf66c101</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fuel 238</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-grunge']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/282">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brett Young</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e18d3750d8afb33c1ad045f16fa3fc7ff91fc3c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">409062</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0fiWOxhsBsQQvFDtxUQWo0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9832">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3207</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25c3f458f5657264ab20b1b4d576a849a3dad426</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baton Rouge</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VLYnvJ03NYgkHLfiaVHUa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1858">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">715</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Badlees</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25VSFgiz95XMZ5O7MmIxs1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7474dfb84ab186b795cf1ff4c56d03881b5bc1ab</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10800">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">748</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IbQOrbuDPJu0mac9pDwf3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Roselli</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f8332e8fc99a3722717742ef44655766b049ad0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7960">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Beth Orton</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76008</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/431d0bf177bacc0ec38c8b602141d6c19f7dbec9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'folk', 'folk-pop', 'folktronica', 'lilith', 'new wave pop', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cLEWhEKQl6nAvgr60M7zC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7480">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sir Michael Rocks</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul flow', 'underground hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul flow</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cd5e9181f97dd2a0b35a7aabc3a31b4018cf3d3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42091</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2F3zBRfrDfm2FyNT0YKyAx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/605">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kill The Noise</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">325164</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3qnMl4DHT4gndzFAcG4FlM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8be50c42d241be472096547cb7a890fbe3b71443</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brostep</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brostep', 'complextro', 'edm', 'electro house', 'electronic trap', 'fidget house', 'zapstep']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8767">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20525</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LAz9VRX8Nat9kvIzgkg2v</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rivers Cuomo</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/73fa1497f32cc00ccf7b00c0d487d38dd057c12e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9847">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient folk', 'folk-pop', 'indie folk', 'lancaster pa indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Innocence Mission</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VcTmgGKGuJn56Ac2zNhiH</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b633a97c97c2db02ef31b7f12de8b4f4274ac1c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20787</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1932">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod Stewart</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1529729</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ca37b557da4d1d62000919ee1cac217894ca7f1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2y8Jo9CKhJvtfeKOsYzRdT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11172">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['didgeridoo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2lbne5otCm4hGwN0OmlfCp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ef9140c57783eb4d32dee0be1ab9155d7f50702</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">didgeridoo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Hudson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2343</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4769">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1795</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lena Hall</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zEGZaYnEVjERT8iFHfArc</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/04ee63542d50a3d07b53cd8db08102b07bd6509f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6822">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Uv5bceTJ2h3tLlssUNDNP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293842</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'melodic metalcore', 'metalcore', 'nu-metalcore', 'rap metal', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Attila</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7bf2ed401cf95b2f14fbc59e7fc752e46f6c8a73</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11500">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coverchill']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1731</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sixth Finger</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coverchill</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7uURaMgSBw2wkwAqTdaisN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7401f1384daa8e409788cd9ebce53d5aafe44d0b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1325">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">338924</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'country road']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">738OS3zrCO782uDiUN9pet</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Ann Womack</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17b56e987ec661807e3e0772f0800a6d155bbff6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6404">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ghost</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Qp56T7n950O3EGMsSl81D</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d4e18d9cf20d3039201fb4f185e0e498275cb06</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metal']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721461</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9963">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PVybt9IzBGmVr8Md7EP08</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31766</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Black 'N Blue</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ac292d101966a772e414e4a44017f9203960585</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4374">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Top Tributes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3w8ftNBSD8y07n3MqUNjLV</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f079d32403827fd2ae6826284b17ea8b94d9634</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4436">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">children's music</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SCWcYnoEh1978ycTDhZoW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">["children's music"]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75447d3644a78f052d46e33f9d9d214017b81ced</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73379</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvin &amp; The Chipmunks</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9845">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10840</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam Kinison</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39DCa96o1cTaN0uxasrhk1</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ec12a12b65cb9a66f93e70c83db0f5d29df0d08</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7572">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wye Oak</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5SjNVG3L9mgWQPsfp1sFDB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4dada87dd0a4afcb0e2b40a20e91a1e5a6f1459a</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104205</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'baltimore indie', 'chamber pop', 'chillwave', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'shimmer pop', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5043">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CXOHLCaT1T30cBkpBB9CO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89b6af54086d30f75a7bc9ecf9f0a241da3b3bad</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shana</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">687</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6854">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109461</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/911362baacce523fe8af16e09fe38c8dbc67ac26</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'indie punk', 'modern rock', 'pop punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qbvNcfTfckhCNM8NiR8nN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joyce Manor</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4563">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['turntablism']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d3ecf69cddc1e8d3847bafc1ea6be0e49d6982f1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">turntablism</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12410</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">X-Ecutioners</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eVbT3G1ggf2sz6s7ZV0Ap</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1338">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'christian rock', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">927088</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4f6bb81b9011d96b0b2b648269544cc4b0d2992</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56dO9zeHKuU5Gvfc2kxHNw</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chevelle</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8712">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116792</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G. Love &amp; Special Sauce</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jam band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74fkl73HDlCXw0l6cemB89</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jam band', 'reggae rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff37ea6fb5571c6236640d5f125746c1b7ecb767</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/315">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dID9zgn0OV0Y8ud7Mh2tS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1110745</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dustin Lynch</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c2f800b8c6c0d8a71de42ca88cd92375bc4d6e9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3881">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob Keyloch</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">482mbB8NAHbJvxws9YBMCL</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5106">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4K2MhZSPRWfoO6P3gtlu1d</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michael Hutchinson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6558">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12zbUHbPHL5DGuJtiUfsip</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ambient folk', 'art pop', 'chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'indie rock', 'modern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julien Baker</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146432</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/71151c3a9dfc5abe722308813e5b2bf1c0bb65ba</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ambient folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6474">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90837</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nUBBtLtzqZGpdiynTJbYJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12d5756f2ae6c6c00f0328eec5832253d09abdce</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Voidz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1032">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290851</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10412f2e4d9cbeadf0d168806b283adf7b02ee09</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AMa1VFQ7qCi61tCRtVWXe</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Jones</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5091">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4da026af920ad2a5a7cd134fee7d5bb349b8d074</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bardeux</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Uhg7ePxFfwEY6HysrYjV7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2358">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'jangle pop', 'new romantic', 'new wave', 'new wave pop', 'welsh rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/007db0b7af1d8235555d8acf428bbc81efa8e94f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oQLexIBY9SlMhtbSIPFAO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34820</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Alarm</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5895">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/98962a42304798238f9d6fda6c189dd72136c17c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6q63S1EK0rwrdYj1ktmxRO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10431</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Derek</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2437">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jacci McGhee</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2iAAXHZCgL2E1zqj204GEh</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12b2d62e4ab74cfc22eba6c8610d17c89525f4d2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/834">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">André 3000</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133410</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'dirty south rap', 'southern hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74V3dE1a51skRkdII8y2C6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c8d57d92825466637905f0d4219064cb39333e9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1554">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4a4be28d110ec314178e835fdd9a1c234cf6395</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house', 'filter house', 'vocal house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59962</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AkpPlFLnr0VQwZQeMGht0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Modjo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10603">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c955cc7be041765d3600414d573faad092ee9f53</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3keUIwmPM4awpPxiy9ZQ1m</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'electric blues', 'southern rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72806</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duane Allman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10668">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3a275105a0e830cd357b2244868f8e3c9867451</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tribute Stars</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">322</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3U3VyQ17fOlbtjIGoZ5lKw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4650">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfb579b134fe168cd68dc31accf4927c42dab8b3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60957</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerald Albright</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz saxophone', 'smooth jazz', 'smooth saxophone']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz saxophone</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bhckpkRmz8mqONUceSutp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9995">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aztec Camera</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c815c88eb5d6a3b4077783098b74284e6c0750c9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'classic uk pop', 'dance rock', 'melancholia', 'new romantic', 'new wave', 'new wave pop', 'scottish new wave', 'synthpop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7sbwBqdkynNUDgiWU3TQ5J</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55616</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4712">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">501171</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3g2kUQ6tHLLbmkV7T4GPtL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb3a2b19e638719bcb38fbe9f9e3fb5c6d69f4a1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fiona Apple</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'chamber pop', 'folk-pop', 'indie rock', 'lilith', 'permanent wave', 'piano rock', 'pop rock', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11285">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6850</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelly Osbourne</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6387a619ee744a969369034546bb0990133aa0b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1hckaudcoOzWyeRIlrOksc</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9491">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trio Parada Dura</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sertanejo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94f15207b6e3f0cdbcbe7a568d7e67a91efcd60b</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327481</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sertanejo', 'sertanejo pop', 'sertanejo tradicional', 'sertanejo universitario']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41fjoh5NjJhlDHYIUb9Hsk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1468">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angie Martinez</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VJqy1YyzrK4ZhgGs9cNTy</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6798</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1a35fedd6ccaef4d0d955ea4c7ff05c8f73af37f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4947">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kLU4FT0l2Bayn8Vir6jo3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56ba129d8f3ed2568637602345b24d95059d0ed1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">433</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lidell Townsell</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago house', 'hip house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4329">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mann</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7f70a06fbf56b2d2db1f60adc3d067754110e78</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18382</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3sAHunotiQdUXKSsFj5KUg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6774">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NewSpring Worship</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/143d85477a650f9716781d0665dfe72c6156c9cd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wUcqswHv80fp5nMF2hVwM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8101</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2884">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec0690f07494a106579541d4c15b529df38bf140</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'neo soul', 'new jack swing', 'philly soul', 'post-disco', 'quiet storm', 'soul', 'southern soul', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">486861</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68kACMx6A3D2BYiO056MeQ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teddy Pendergrass</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4324">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a15540f617e89e768e3b05781178bb8b37b5ebc0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6OFiYrxwbrvFTqbU4VWyzU</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">542</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1583">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">393422</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a3a63fce85a26e6dfc35d82be9c03324c8bbcf7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hollywood', 'movie tunes', 'neo mellow', 'post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mandy Moore</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2LJxr7Pt3JnP60eLxwbDOu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/506">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13YmWQJFwgZrd4bf5IjMY4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brad Paisley</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1553812</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c35f9ead223914d15418a2e4a89106ba36772e7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5029">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fre5CenwJZSshWcfYfSoD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep freestyle</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/293bc1bc7f46024106a2abde1a3b8559c20180e0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">618</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Kid</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep freestyle', 'freestyle']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7121">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d11546f53d57918d240b52741522a56ba1804745</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RRpZz1uPqY9E28kmSPAhw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134719</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Like Moths To Flames</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5779">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/722629fd21f34b5d749f72b0afd316c66e67d32e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Curb Congregation</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Ngmu4UfpEPwwnfEcIRz1t</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">867</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5935">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hugo Montenegro &amp; His Orchestra and Chorus</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac6c9f2f3b7a7e8bcd26160d4a1d90334f725cda</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nAYZn357xMuhaIrsW5mMC</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2047">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5aee2aad7344068972a169dfd29202b284e36c27</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Def Jef</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23haIv2PI4w3c3qX3Nx2A2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4370</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6252">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'romantico']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14184</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TKifb1r4wnGbY5CYIwjGb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Indios Tabajaras</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86211d3d7c91afeb23c4b9dd1a697397b16309f2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3413">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LnUnKJnfezw19rfp8hSxi</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ripple</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/260690b622b2e6699154b1c0d0a4868d20095792</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1105</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7173">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42vg2T0Xg9yPaAgogJzoQH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">269555</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Atlas Genius</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop', 'indie poptimism', 'indie rock', 'indietronica', 'modern rock', 'shimmer pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a9e9f161402e9a5f28017f0a7451f64423d18028</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5744">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25994</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chanson</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chanson', 'classic soundtrack', 'french jazz', 'french soundtrack']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EtE0iSY6iFlN9L9c53ETy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac21289c751953b044f515b42e0ee832c48f98e2</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Michel Legrand</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/591">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">278327</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tropical house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tropical house</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33W1pnW9zScZtYTnAoWnOT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Probz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/261cf047c334ad684d0c8e6b8ba0e32409679c70</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8455">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cosculluela</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00me4Ke1LsvMxt5kydlMyU</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2587937</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'tropical']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca8766a4de6487a2dffa54732c686cf610734dc4</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6588">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Primus</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29a88409aec10891d6cd6648f53ee8db30591525</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64mPnRMMeudAet0E62ypkx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'comic', 'funk metal', 'funk rock', 'hard rock', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">521968</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7456">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81588</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/08fb36f350f5ce2913ceabfa60b87ce2c5c168c6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dirty Loops</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Apl0wL4OwNUDYkx69rMDQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4549">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4036005d4ffb7c968e323ca3d5d898b52229e511</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3aKCo8gLJfuPYtr88aWKjF</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'electronic', 'nu jazz', 'trip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Télépopmusik</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133481</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4843">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2ca20274e7d27b03778b50a52cb9ded17a67ee3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3494</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Murmurs</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'lilith']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3cRFdNxnZw5IYKn8MnZ9It</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6273">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1cx6ptnYRvpA3mBlvKlDAL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murry Kellum</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8aaf92dfb2e1e9b02f2832c4c0cc8eded6f9427f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8252">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78615</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dark cabaret', 'denver indie', 'gypsy punk', 'indie folk', 'laboratorio']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DeVotchKa</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0hk8VgR64voU5ueK96W2DI</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40338a5eee444cd607e280f52b769a89188a9b4b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dark cabaret</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10873">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Walter Wanderley</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10261</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FKfMww5N8dkbyo2sp9nBA</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'easy listening', 'exotica', 'jazz organ', 'lounge', 'space age pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53a62efd0d8945e99fd68b3deca94fa5eaf5293c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6056">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2aab730a60d8ab361f6daada3c496ceaf53ae8f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YG0X6e9kT1sVtKLbLDB6m</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Vance</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5401">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91badc96be48c408c82dd8c2d40cf11c5f294f37</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2R1tFGzCGED9JItNMDx4TX</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Night</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7533">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">garage rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80925</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b3755d20e56d4ff2ded17921c3f900a576f361a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ia4FaCVsbXvhVwagCJk7l</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['garage rock', 'indie garage rock', 'indie psych-pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Orwells</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8288">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59855</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Railroad Earth</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ijT84fUReKCGYV3MjhB2y</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/44d37b994b9daa8f7d9a28378be2ccd409f13a24</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'jam band', 'jamgrass', 'new americana', 'progressive bluegrass', 'roots rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6577">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0f13bf92fa233117cf193a867e9a9e96c6fc765</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wyNyxs74Ux8UIDopNjIai</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Krule</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">396590</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie rock', 'indietronica']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4700">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/18679b65f7f19a4f858a7bd42f95082d52fded99</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K.P. &amp; Envyi</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1582</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2YNgNtNUJlJpCmWgz3kHh5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10825">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'experimental', 'experimental rock', 'jazz fusion', 'progressive rock', 'psychedelic rock', 'space rock', 'symphonic rock', 'zolo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soft Machine</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/caa375f381255d7a07810a716ea625c91a82d276</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A0MH7JfEBEMySevsmauds</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57894</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9033">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p3WmosWl1NhjtnbHvQYxw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/20caed9aa10c19f12a604df38e208c5c9895eab6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachel Proctor</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6596</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6023">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Hughes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3574</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Ac3Vb2xO8UGlSHlll7RFE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3fef2b034d4ed4a5c6a47f12bf9721d88ed98762</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3051">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iQM78Xg0wJnGZhgVNLPmY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">McFadden &amp; Whitehead</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'philly soul', 'post-disco']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c8ee99ce28457678b89de30492935e2803c090ce</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14377</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4443">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2cfdd74a8c3698aca4da7eb2163e4a5a0cd0c386</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NuPFDndwjELCXN6CzFwEB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hit Crew Masters</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4891">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">II D'Extreme</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4390</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6555741acabb6b29e9bc88d079473ac4ea4aa442</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5N7MwgMY3UYpFOnIHt1MXS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7205">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NTSMFFapnyZfvmCwzcYPd</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'black metal', 'british black metal', 'death metal', 'gothic metal', 'groove metal', 'metal', 'nu metal', 'symphonic black metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">258989</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cradle Of Filth</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b5b9892c511a523d98dc8666be60c1e88619c3f3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4751">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">262</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Blackout Allstars</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TBR6hnNO9jfoiBrjypSW8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9247">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['girl group']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5glaXGC2Bpd4z4HsVhzhjN</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dream</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">girl group</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11970</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64ad453282b208f0e7b288811572e171d334b040</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3039">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrick Hernandez</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CcEgi464SWZsKY5579u7z</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'hi-nrg']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1386675d860a4d7a3c7a81914c98033d88d619b4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13813</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3747">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4079</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e431fb490629d559561798f362e69f6e01f5036b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep funk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep funk', 'traditional soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marva Whitney</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">691nF1fI0SKCfsIypzFr7h</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10471">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3fcd2f149945d5dccf0d5d1e1824e16e4977bbe1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calpurnia</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vancouver indie']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5A2yiLLhc0NJaG8rn4mYp5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vancouver indie</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">223312</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7055">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">217710</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a52f1d59544a420ebef7f8517edb94aa2e74f1fd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steven Curtis Chapman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vcFXwLEUdfWMu7gTQKyot</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5948">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/543601440b05f4b1607316cd9b4f3469c99d4f76</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oscar Toney, Jr.</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0j6dT8Nkqg3miEAdFHKfYE</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5645">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/67d745a58c74618c7356dff72b114fc8e4f8c7b9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ijfifZE6A8sxwB5Daeb0P</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Don Goodwin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9019">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy Hart</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['wrestling']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5d5bwgq0cJQt4hpqiO0Bhh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">wrestling</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a5d42ddef1a1fa1d2fb077caafcf48f4978855ec</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3438</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11442">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Cast</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qNItoWliLLbUo4GpAbeWu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N294b6e9657d14c4f8a1584a88b4f6fdf">
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/genres"/>
+    <rdf:rest rdf:nodeID="N5777feca05d84cfbaee2be9dc951ddfe"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/89">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YWxKQj2Go9CGHCp77UOyy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fabolous</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e1c2c7512e8432b4ef2f2fbeb80fdb3c8593ea8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1272079</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'rap', 'trap music', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8920">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b57f95e31622700f3f76512d12993d7fe6778044</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59fmHoaOxOnODm09irzD8H</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1283</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soundtrack Orchestra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1911">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b33e1f799479adba66700f1dc14331c364812163</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2114</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hB4SmzreXMTGWYj7KQ7QN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rayvon</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae fusion']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae fusion</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7176">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe2ad0b346de6f53951a58a87670c58b5f72fe93</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87168</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6FcvjJzvxgybo7Ywsj0hRj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Butcher Babies</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'slayer']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2492">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4QQgXkCYTt3BlENzhyNETg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fd0a9822140cce668ee15263e1f73730152dff0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1906853</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'motown', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earth, Wind &amp; Fire</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4402">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">506</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5aChaGbuNya16HNAqdgwfR</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4825ae1b564d31f91c1cb58962c22fe3485465e8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">SBI Audio Karaoke</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8535">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af335c11a73e9311516bb28800be58311410d1be</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">545612</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UqTO8smerMvxHYA5xsXb6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'dance rock', 'dream pop', 'experimental rock', 'garage rock', 'indie rock', 'lo-fi', 'modern rock', 'new wave', 'noise pop', 'noise rock', 'post-punk', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonic Youth</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2327">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa162d1a1a950f42fa719dfce82777d6771f1c61</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kaoma</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23845</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1LsXqDdYVyONhrjAORENbu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9800">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13186</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Vr1fub6eNIztdUNeFPvJj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Strunz &amp; Farah</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco', 'flamenco guitar', 'rumba']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2deda5536104d5ba8f97df7bc0ffc741d662b46</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10285">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2003 Broadway Cast Gypsy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9823182e119b591ac36a90760e585620fb78d34</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">610</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5lmpC3LOMxB6doSzKym9Ax</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4014">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deon Jackson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">457</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3854377d31b7b59c5a715a872974f189b0fc2c8d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MAzauDIpGIacm1p6x2zQe</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9627">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">763944</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lYT0A0LV5DUfxr6doRP3d</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b402bab4eb25e953eef911e1fde6076e116ce0b2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'indie rock', 'madchester', 'modern rock', 'new wave', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Stone Roses</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3256">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">599</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rare groove']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ZGlJUO9hdjZEvl710OpVX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31558b49d1cf6dea25dc894e25b535550543e4de</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rare groove</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhythm Heritage</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8368">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0223bf35b2a4c1f1d3c2d1717da8ecf8aac31c24</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">light music</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Light Symphony Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['light music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3twwE0SmNHpUCsN7jGRQv7</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7383">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerard Way</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">235329</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fcdc3a5072a230d21827ac4ddf944b0bb08c4c4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YZ5ECfbM2xSTSQTJGBbO5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/423">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young M.A</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['lgbtq+ hip hop', 'nyc rap', 'rap', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">lgbtq+ hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7LvoDJUNGnOrPdGRzVtOJ9</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/383a32965adec2f594634cd97e2263619a48490c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">751605</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7270">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian hip hop', 'christian pop', 'christian rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rapture Ruckus</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YEt8MbsfCuhdm9FomLNqM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b00cb1f49f49fc21ec61162a73b90f74fabb9aa</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16691</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9297">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">221758</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TqQi97nqeiuOJrIFv5Sw0</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c6dff03338b5bfb4ebe8cfda2c20c249278c8fa9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Semisonic</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'pop rock', 'post-grunge']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4706">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kinsu</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ZUNLJImMk1ojTPpNywtko</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ff85c212e8742ad8609f5caba79a6c54508ab8c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1296">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'garage rock', 'indie rock', 'modern rock', 'permanent wave', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0epOFNiUfyON9EYx7Tpr6V</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2816875</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83b70d344ea18f84f6fb654179e6d14ce886b716</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Strokes</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1972">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">415843</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tevin Campbell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/792065c4bfd917ebff2e4dfc652aea93b17fef5b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5VfqJBmXcf6ZqXoGij5qTE</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8018">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrae Crouch</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pxLSxg8klHu1L9d93cpq7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb86902d027ee6efbf65682cdfeaace44b97bb8f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50123</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9328">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/709fbfbdc988b8e3c6011a64fa0d3117d41b1bb8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mYFgEjpQT4IKOrjOUKyXu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wheatus</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71662</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10461">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aee10cca0af2e5d9049e0f91db9437f35f44cc0b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SD9F59S95sQEldifQBOXV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">681</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Cobham &amp; George Duke Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3569">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic canadian rock', 'classic rock', 'cosmic american', 'country rock', 'folk', 'folk rock', 'heartland rock', 'jam band', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">499696</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vpDg7Y7fU982Ds30zawDA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/750c386b0ca07258347328b68e171bfcc1addead</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3673">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/061cd4127191ad1a728c554acb51a8a0b0503880</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kupwLFpHALpmhp5qol8xH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27153</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Archie Bell &amp; The Drells</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'disco', 'motown', 'northern soul', 'philly soul', 'quiet storm', 'rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5562">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hagood Hardy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian soundtrack</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian soundtrack']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">707</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2qbLM1AGCjpzC3PcOFMFU5</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d0cbd39d77a5ec16f945369b20a125f474c4dc8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4139">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">heartland rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">258719</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dea746f07b5507eb21208da2918679f9486a3b02</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['heartland rock', 'new jersey indie', 'new jersey punk', 'skate punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7If8DXZN7mlGdQkLE2FaMo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Gaslight Anthem</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10432">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a91eaebeb59ad94612e4aa007ed4e8078578244</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7669</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Hillman</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70FybmH2MMz9fHewhnLvjs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10459">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49JvZ17o0VaAmXaJv5kZlv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'psychedelic rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24096</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Kooper</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c36de36e231dc3a7d7237d62c7ac100ca850ff67</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10484">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/432ea31ff6faed4a384e38c22eaf6524c0cdccd3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Smith</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nz2wbRAmRzOtEHVSz7d95</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9895">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Three Times Dope</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['old school hip hop', 'philly rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/677d5ccae24ea7b2005d80b3c37976e4e78f3f1a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">old school hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14404</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CiruHXr2TFLIyCrrXhykK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3997">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep adult standards', 'doo-wop', 'vocal harmony group']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Four Preps</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MsnoFODDc5nxWrjm99Zew</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5531</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccb8a0422e2d5542cbc36230590d8ad0f7c39989</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9088">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Strummer &amp; The Mescaleros</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">punk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2j0a6SKKTAXaaNWU3pl86d</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30850</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe59cafb9a6c1a17f66401a6a40e39b51049f9f7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5578">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c92f4a204c9a6e1fd3f5eeb1a84e19b33fd0eeb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Geddes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">359</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a6bWolNuTENDrRz3SgaO5</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8775">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ween</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3u1ulLq00Y3bfmq9FfjsPu</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'indie rock', 'lo-fi']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fe164354c1ab90670bdb67606c3db2cd6de7514</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">194545</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5072">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'singer-songwriter']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4awU3JRQXIYoxabdwO92AU</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6265c5de2892a3d38314bc5b48390a0c317c31d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62700</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edie Brickell &amp; New Bohemians</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2757">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lONz9iABy1tb7Nl9FAOZG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1864</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62e8ffce2ccbffba3916ddd97e4f8b75eab8f352</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jo Boxers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7622">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern southern rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern southern rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19218</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4h3cy2TQzlb5Aklcr2CghR</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dirty Guv'nahs</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0704a1192c24b440c881f006abdd1d0929bcc64</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3446">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">657</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7a70ef5e16323acf853fd3b051c87d351bc2bf1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Pratt</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52eo86qhuWj4zGGmof8smO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/846">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joey Galaxy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HvYwEbfOUhm2F4g9nH0vP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">380</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1251">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pagode</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a3f01dd65c52328f2de834a47d58cef32c4508b2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edson &amp; Hudson</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6zpNfYJcPavd1pqLXKiSvl</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pagode', 'sertanejo', 'sertanejo pop', 'sertanejo universitario']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">657096</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5122">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72568</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Club Nouveau</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/004fed777b5776ca2f150c8a96477cf99131ab1b</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'freestyle', 'funk', 'new jack swing', 'quiet storm', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4kEAjV4pCBOkoowYYQydvO</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2773">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'bubblegum pop', 'classic uk pop', 'folk', 'mellow gold', 'native american', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rita Coolidge</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9f89e03b431dea3800b788aab759ab980646c758</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75500</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vnIL4DMlivP55ioM6KitW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3632">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk', 'folk rock', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'soft rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1CYsQCypByMVgnv17qsSbQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66c24dee5d65905dfc3162670cc9fb760bd6653b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">632268</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crosby, Stills, Nash &amp; Young</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10890">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WI2oGjUumIyQLjF7beKpH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Studio Cast</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0910528620b8f947d54885648a7f5d1b3e90a360</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8014">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34053</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'jig and reel', 'progressive bluegrass']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf6652227d94969c4b88bbc7f7573742b7098b12</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Douglas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4YgACLaoEjPl4kVZ5WmBN9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11337">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60078</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4M2gGLzKCo0rPyn224PsoN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marc Bolan</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41463231c1080325cf7053fb2857559bfdea2eca</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7566">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbad4245dfe1c79c1a0d66d21896190aee6bd4a0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jim Gaffigan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['clean comedy', 'comedy', 'comic']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0f4zEF6vddRYg7Y3GDL8lk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142472</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">clean comedy</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11321">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tQfcFJsrGokPBQ5IgXY7O</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal trance']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1367</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maria Nayler</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal trance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f538ca464bfdf04f8d40e289b4aa75453f8ecde</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10105">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d5fc8bf4441f4f4475e490f6484f37ce4a0caed9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Textones</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wpAZyZ6oYZtHkl5HBJZXc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">133</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4933">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trez</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2d1f8f0d419de60bcc0efacf48ee98c165ba92a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20glYyFoaJXtPUFDfy8ppZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3314">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52e77cb98b5f93a6d14fd475a6079dfa14afd936</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45rpaf8BR69NIPqmeAYb7l</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz electric bass</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brecker Brothers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz electric bass', 'jazz funk', 'jazz fusion']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24346</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1078">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Otto</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3VStI6m5Ig9FAyUaa0lYAP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56532</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cdb96a9feee72d7c294224c508e237370710bb7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3715">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2d13492200ed858f8e54b48fa584adde3aca222</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'memphis soul', 'motown', 'rhythm and blues', 'soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Floyd</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Bfy6QzadCXS92y0T8dDZF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26119</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2452">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28231</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2O8VlquQPITO4tT3SWs95W</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brenda Russell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/132cd3a83bc71ad36405cc628937860481fb57be</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/986">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0XKOBt59crntr7HQXXO8Yz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1162791</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f690523f5ad43ede56b91c4599aee87f3f58e099</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooks &amp; Dunn</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock', 'red dirt']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3041">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EPScT793Qw5hkf8tvVpRV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/248b0e7a7539af72dfa5666c352d41af1c1b8977</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9816</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sniff 'n' The Tears</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3542">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'chicago soul', 'classic soul', 'motown', 'quiet storm', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jackie Wilson</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0032ddb8574deeda87d1b518b625b32a0d4da517</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VnomLtKTm9Ahe1tZfmZju</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216441</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11310">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Waddy Wachtel</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3k0yVV5D4nfGrCZIWvp1G0</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1317">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jahzTuztFVegfKXChatkY</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135437</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Trillville</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e67257417377fb9ec22a816ea461a0b5b39123e</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3443">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic rock', 'classic uk pop', 'folk rock', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bPU7cvfoD20ixGD9Qnqki</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60383</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stealers Wheel</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a209aa8215c4c91a321b5293bc6dcb64eff1ed29</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9988">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Millions Like Us</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1063</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZAPHENUWTIXHZP5RjlPPB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91321ef9ed728cccef343b115c1d12efba1d7e45</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1197">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PCMMSSuTf9iCVVxYru5XI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shareefa</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/050b9b2b05aae7a08da73677fd733c15d12e06f4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23778</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2098">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6edb8ee92b392e9f05cab81efbc48317bcc1c772</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Freaky</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16VEsCUZIRGN3UE25KhH0d</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6697">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'lounge', 'soul', 'vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">629419</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diana Krall</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5z1VAFwT35EVvCp1XlZZuL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d8f1d2ffc518dbbd00d95aa24c854f605d9aab1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9275">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">569</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['video game music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f54e12f891e355e74a0914d72d91f12a3e5af88</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jan Valta</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">video game music</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3refNRo1fb7DLZi9rGUEo9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6118">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1802</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a2be74888d48904731b493639a1654eadf95c7db</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BLqcKdqgBI3oJvVg7Odz8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago soul', 'northern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Vibrations</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6640">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AKzJfX9rdEu8WOqeBLEaO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25016</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wordsplayed</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83b6b2fd8c8698f06e1154c60570c097de346183</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/649">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29784</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disney</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disney', 'movie tunes']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4696b636f6be50265a1226814629eea4ed48a8e6</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kHxkdiKCSnHMkhIgFBZaI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kristen Bell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9743">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep g funk', 'dirty texas rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/172083c69ce87c46567bc72a7af7ab275dd06827</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1780</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27XvODnKRV3mGBOGOlU3Vx</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron C</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep g funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4119">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HBbky0Z08ZcCKVsXWbNE4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/822c4da5c5c10196125d50a2b85a6cc6367176bb</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49796</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'bubblegum pop', 'classic garage rock', 'folk rock', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dave Clark Five</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10138">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Herman</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1552</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GBe6ctpZMwMbaRb9KZrNU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5c3fe14e6f4ccf0e05115796dc808d011bf61f12</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7171">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'alternative rock', 'anti-folk', 'art pop', 'chamber pop', 'chillwave', 'dream pop', 'experimental rock', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'preverb', 'singer-songwriter', 'slow core', 'stomp and holler', 'vancouver indie']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22ojy4H4ZVpowC4lRRC8In</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98972</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Destroyer</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0351840ca930766c1a965ef6de9a94737623b4ea</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2209">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KgW65389e5w4xWzaVOuCg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc70d4316318c33f4c356e3dcb5a2ba2e0878603</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desmond Child</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1089</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6793">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'death metal', 'german metal', 'german thrash metal', 'groove metal', 'hard rock', 'melodic thrash', 'metal', 'old school thrash', 'power metal', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25e16bfc9a6c4d3872132f65cd54079668f235d8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">332821</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BM0EaYmkKWuPmmHFUTQHv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kreator</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3897">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">786</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8d8b6ef43a603df665f17be9502283004f32d06</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OqRrwoMQ2KO578vDoupAs</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'freakbeat']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Merry-Go-Round</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4024">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4EYRKWX3RvHihDHDr8TocR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d508f471d78d3bb10d7117f57172dcd36c95713d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mar-Keys</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12451</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9968">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">306TMtJxEUj5yxqtc6ry0o</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">danny and the cool guys</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1e751bef150525c82e60e499679bcda9f08ed19</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5187">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Martin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe5503425b7a7e8f1e8e75a1721d12</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1giu7xDyVNeuZYrruEKEah</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7895">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Joy Formidable</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92993</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4LdZNE5MHGqvc0N9ivXNF3</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f501b161322aae088b9e6a755aef45640326b242</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indietronica', 'metropopolis', 'welsh indie', 'welsh rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indietronica</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8789">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6wH6iStAh4KIaWfuhf0NYM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin alternative</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f4dbd46881519c862e033f3a689ce4ec32be6f2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin alternative', 'world']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">876537</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Manu Chao</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/705">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">883717</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MIKA</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MmVJVhhYKQ86izuGHzJYA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45fe70c242fb8531397363c1f1085aad9a843ca9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10998">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5wvbmLEn1xBIy0w8Ze2CLr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68b76f5956801b60919be9b5de3bec37ad910ab1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reynolds</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8491">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['j-idol', 'j-pop girl group', 'k-pop', 'k-pop girl group']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">j-idol</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1327418</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Girls' Generation</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43f07dafea4f8ebad9cd5fb023db9d23f77c4140</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Sadg1vgvaPqGTOjxu0N6c</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7425">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7fFA5wvCHgJ4SIqCuIYFNm</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Earls Of Leicester</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banjo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banjo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3881</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e69a6aaebf4908dd6a8bcc3baf40775cd883d525</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10480">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'outlaw country', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0n5eyZr2XjOLUODPGZrlLB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f86815ead4905fd3c4996c3b42652511502d465</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9445</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Goodman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8223">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian singer-songwriter</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robbie Robertson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5R6GD31ZP8YPGIlt73Madf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa2de4c8fb57ff5762195d58caf5bb6e22ee2f2c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23347</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian singer-songwriter', 'classic canadian rock', 'country rock', 'mellow gold', 'native american', 'roots rock', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9369">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hey Guy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/03f02f57baa9004a71e938deaff6176622dc8c4d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">509</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3TwhrKiXP7ZyCOKTmt04Cd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4835">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23H1ellgs9wxOBx2V0fkao</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K7</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13800</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle', 'hip house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/714c32ebcae085ed25030aa7d31a21b7419ed886</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7304">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hard rock', 'nightrun']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Revolution Saints</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f14ef036cc063abcf00d184ab90065ccd4b8e1c0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hard rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tq1dv7rzt2khH82JuCWhg</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10556</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9377">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2dcf543aa694c3f3fac0015b76c5f198cb93c2d0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern ska punk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern ska punk', 'punk', 'ska', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31v7ijnAMVL9V7Uzr1sFcI</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Suicide Machines</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52742</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7280">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213016</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9919dda56a2ef62e02dd671c3ec815dd5b135ce</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matt Maher</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dPl8axUL09mso0myZqPZW</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'canadian ccm', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8199">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">190282</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d4c3a211b9131e7a0553da161255100c7683572</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adelitas Way</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'gymcore', 'nu metal', 'post-grunge', 'post-screamo', 'rap rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ZjAT2nTrzDIXFfsQ2hWJk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7806">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glen Clark</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6db8ed59dabe8b673b89ffc17da1bd5bbfa8127d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64O32maWEIOSdxdQMLzzQk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8250">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29570</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Human Abstract</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/72b4bfbf4454d4fdfa4ca704175cd1692b230262</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SDGIFzEh9xmE5zDKcMRkj</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'mathcore', 'melodic metalcore', 'progressive metalcore']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2401">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1c4WjNh9IM9AlX5FO9dIUc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9262</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new romantic</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kon Kan</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd72e533895918f92e6939d83863f63303480ea4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new romantic', 'synthpop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10192">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33863</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard rock', 'metal', 'nwobhm', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/720ef3428d3175b9cfc141505d98b2b922f625b3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Girlschool</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TRtXTjjmyzK5oUGec1Gv8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5313">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69717</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz electric bass', 'jazz funk', 'jazz fusion']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz electric bass</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30f9cccc684a0e723db3fc941a202bb707c01464</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1lGt9WgdYGpMnmwGkcCm05</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stanley Clarke</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8254">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uiEF5htEqJgHcOajZ25ns</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german dance</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dabce48106b271c70f986e342061903ee5a0ef44</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german dance']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">527</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blinded Hearts</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4087">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12905</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'northern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c98d2afb203a84f05bb4cb559b523eb0a758bdd1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mC1KCuZZSOlN8Z0M56VsV</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dobie Gray</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/907">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1AeC9AuzqGc3IXMC2T5xny</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">groove metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zakk Wylde</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbb6f75071be8d348f1b65426000305a3e0dc24c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['groove metal', 'metal']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270449</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/496">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Randy Houser</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55884cbd57cd3aee1ca8ac67c21f50e08c9e6f38</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock', 'redneck']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56x8mYvS3cyDGAi8N2FxbB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">574319</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3232">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e8d8352f5357564c7ae5be10557982fccba6cd4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Real Thing</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk', 'disco']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NUD5By34MFynmuUynCfSj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28595</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10466">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VdoLGGpWcDZnzep6SSTdP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'hard rock', 'rock', 'southern rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Montrose</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4b31d5e4d308212b14e6d5c64a803f712086ec4</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84075</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9573">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33832</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Roy Parnell</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bW6mQczkt1r8tnWIDeBVJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94ea8e76629f8e2648f002cb5f756be6acc39005</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road', 'country rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4390">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/564c05b718825f646453e7c3f62a9a055fa864ed</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3IcF2f5vEkY6HPQfLlQDlw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-teen pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-teen pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">186724</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitchel Musso</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1928">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d599e21185f695d363c5f7a45759d1ee105b9243</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cX9ggFy3pBFNyJOoVQCHF</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Suga T</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">578</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1600">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yankee Grey</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">680</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dEmtnoOnNNor8HDMq8THn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1baaeb45ec48d0b36c0b3775e90ae7d6f623d577</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7686">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0B1prtAE9Ca9hTs0rUkjHG</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e5528b2580e1b90eada1c83c1ce0c8332a570c89</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45900</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['underground hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MellowHigh</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">underground hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8638">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4cM1ZZ1itvCAkqeoPyG0GE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9128d39529155058d1285de08c697b0d0949ed1e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrey Rubtsov</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5790">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Bloom</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">277</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f81b913be71d6e8cab87ef3343b38f2355ac0b45</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7iH90f18JHtgA6f4hjJpo2</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5312">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca2a0f6f002606758e54f4b57d017b042dee29b3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian alternative rock', 'australian rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13737</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Ic7597AdNZRVWP8Lwoa36</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flowers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6095">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Head &amp; The Traits</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">268</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad49e2cae74915326558581299a93b8f16866f32</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30rTY7YT6tAoAUoGJXQBqQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9385">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34478</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hezekiah Walker &amp; The Love Fellowship Crusade Choir</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10Bp1mvmVqIXcRj1VtxQyZ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cba671e73292e28b3125b7afd1c3eacb634007ce</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10758">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alana D</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73c6PamttyEnu2RHZBCBvT</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">222</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c70f0f931b0c3cdad9128f3a94997797b08d704</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/600">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b7622f7ff5ff0481a8ad4b76d3d5e56afd0ade4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'tropical house']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34v5MVKeQnIo0CWYMbbrPf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">555303</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Newman</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10207">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">594LqcHtMvKoR0URmSiYJB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77eb7c17cafe5503db7a3ee7f1931520f8a03c29</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Syreeta</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4551</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown', 'quiet storm']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5166">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/152511ed8b6db43f8bb2f496e2bee80250ae3533</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ftebux5zF4XL3lPHcAoSw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sly Fox</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10338">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57YVY9QP1mhqc51WqHln0e</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'glam rock', 'pub rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Robinson Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12518</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5df93e9f78f6139dde2cbf09d893bcf195722591</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9133">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6daf30aeb011ec9b84276fa367c620d90e4c1425</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TdVfGLdRvipwvY9vyBvFr</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Choppa Style</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50430</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3336">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'motown', 'soul', 'soul blues', 'southern soul', 'vocal jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4nts0oxMT67lVUoi5Kjxrb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127413</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aed870c7f3469439b6cb87036a7a8a0f009334ae</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Solomon Burke</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10747">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1tvtfMrCoq6rCkYhnEyaLR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Djabazz</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b55eb7108003ff1e5543f27a0dc2d892cd0209b2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5876">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MzXVudQckRxZ9J0o0B5aQ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonny Charles And The Checkmates Ltd</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5241">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'underground power pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Plimsouls</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7BnikuGfXRWkGLJCWS1y9P</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c0a8f2c6ffe55174d7361176e329a09c2e8e3a1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10255</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8410">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbab73822f0779f1bc7532a7e04d62a40b1273af</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DSsAuloCxygggS0sDIuuY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rachel Clinton</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10514">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">american romanticism</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6jNyNAMv2gNLnfaP0bzo7y</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9157</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['american romanticism', 'classical', 'concert band', 'marching band']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c973aceb105976857cd8882bf41b7d5b0af507f4</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Philip Sousa</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2476">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8ca24e64230a9e3b72c7aae252d6589445ab8371</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tV8KHpdrwpIEHba9Isy93</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eria Fachin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1454">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Faith Evans</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">659424</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5NDMothbpdpq2xHqSjrrWn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9253b30e414af228d6353f1236bdfe3208bbeb2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4747">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dave Valentin</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4539</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xJExpmKrz0ZtdlDemVzPk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin jazz</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59cf37411cfb47dffc0ac532b6c35dcc0a99c8ca</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8180">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Lopez</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zUCHzvbTmCOZoY750yHPB</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">show tunes</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">587</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07c51d8a70dd2b2d5154c2909993828ac8792b65</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['show tunes']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zNqQNIdeOUZHb8zbZRFMX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a177469870b41f7e17e3b5f2156c1ab7a7e92df8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swae Lee</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">483032</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">trap music</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9644">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sugar</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d062764dbebf04feb9ba7871eb41a5d22c0a35c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'dream pop', 'gbvfi', 'indie rock', 'jangle pop', 'lo-fi', 'power pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36606</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DD6xBZ1INIT3yGJRQLzej</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6171">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bKRu4SjS8I0y7yWhvFfWw</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f0372239b64e2d95387d2ad49862074c1828f03f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alvin Cash &amp; The Crawlers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/804">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">922856</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a93b0372e1caf4bc5645beb07b226cbc6065a4f7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35GL8Cu2GKTcHzKGi75xl5</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'uk pop', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Hudson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2963">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Stewart</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic uk pop', 'folk', 'folk rock', 'mellow gold', 'progressive rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109082</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DW7boyjvbaSP3OJ72sXgC</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccaee5b70c1958b1496e16dcb50d2d6e98356862</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2628">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/758604f17b98e5db650adeebf9cf8cb55feda0f0</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7b85ve82Sh36a3UAx74wut</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Twisted Sister</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1066816</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5985">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9275175fa3958e8cdae20d99c178124b935ae53f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7486</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0v0wFiHWFaKEEAwlDtDiRT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bernard "Pretty" Purdie</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz blues</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz blues', 'jazz drums', 'jazz funk', 'soul jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2318">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/af33a88f648127831a3a1bb40a7fae7bef9797ca</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cover Girls</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6D01mATo26VaiiCfZzpWAm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45601</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7938">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Word &amp; Worship Mass Choir</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8efdcdb98d0c465e1babb558d11cd5e7ab8ec61c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kByEImuwUVfKDAcBuKqmm</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7400">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142031</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Electric Wizard</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4htjQW3lgIwL6fEJlTOez4</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doom metal', 'psychedelic doom', 'sludge metal', 'space rock', 'stoner metal', 'stoner rock', 'uk doom metal']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bee61096977bc59279c1a3145f4e32df6a5d7b96</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doom metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11458">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sam's Bunch</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f9ccf679db1f07383c84aa86a0e52edd86000842</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3vfOsVr9oE9aOfEPWnazz6</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4852">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'lilith', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25709</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/083cf718091d3183f78dfb244c1aa644691a1f4c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edie Brickell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Y4g6bsYzlhsC6jRDQnN4a</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1247">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175131</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40ac51b4c65c049b03682a08e47eb827c067cfd7</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Nettles</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WV4xLQooFalR2cit0XSKp</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7392">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bela Fleck, Abigail Washburn</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e4ef4391decc0f8780ef0e9515b4245987ced5c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Kp3JIAbuZ5sPDgjwgkl0f</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">547</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6372">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'pixie', 'pop punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">With Confidence</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bdc8a208de808cf666bbdfbdb52378a2be77cee</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106068</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PWXHVDEtObSmUrNhfPRav</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/711">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0nmQIMXWTXfhgOBdNzhGOs</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3386540</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avenged Sevenfold</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14775756a3edc199e5599486eb528ab6f62e7cbc</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8952">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">B5</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">793</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Suq9dAvF3bHa1NYEbMXpN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b520d2a6f26cf3c99e0a56bda7b0cb6bf05c152</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4385">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4euhIu4FOEGpBqItwyIKEw</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JMKaraoke</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d210124321eced552db5f373b38cc668376edee</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">374</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4924">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/285bbe81585b6131f90af93a61b96759d8057289</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saigon Kick</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">glam metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Qt3QdA0ZoOoeWfrJzA12d</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['glam metal', 'hard rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17878</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9151">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buju Banton</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">233231</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'lovers rock', 'modern reggae', 'reggae', 'reggae fusion', 'roots reggae']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4wLAjfeqAsV66AocWNcowA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d48135648e60893bf2789c1c1e62dd72774f003</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4003">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qQJQ3YtcGlqaLg5tcypN2</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b719e0ecea3eb92d294b838db79874318f35da1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chubby Checker</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134820</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9257">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1551</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tha Liks</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b9e854363fc48976cdd33a41efa2e88df5cf2479</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iuyDOnAmE11mVV4aRkLoI</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2275">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Breathe</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1MNeXu0284O7mQWgF1YRc0</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2d092539bd1eed23c2bc03a75716bf01eee5d30</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6774</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10039">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/053461b166de4a734beffc294d59c0c6af9b46cd</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9849</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerome</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep underground hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Hr5L2CwKyF71HDwvbblyJ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep underground hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1445">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Choppa</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">397</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5w3OeUdGKU8GbS4mjiT4YG</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf0af843112b60f116d53d3ddd34d12ce09a3c08</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3604">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'funk', 'soul', 'southern soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Wright &amp; The Watts 103rd Street Rhythm Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2t0kaaDtGZtmpczIAMaVTQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14736</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/badb27a6af54d45c3a9b4c55b9a56fcc5c8bbea3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7802">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">125325</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quasimoto</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2f67da356f964d7848a11f9951f6a1009565d750</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rJkz5vopfGxTUGFNB3o4G</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9613">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164046</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YPIe9qIMa99O0a0OW47Be</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/648bfa41a4f54dc59757a3924a26d2477de48012</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Confederate Railroad</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country road', 'country rock', 'outlaw country', 'redneck', 'southern rock', 'traditional country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10824">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brasil '66</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yFuUxmee8RYfaIW6aUDOR</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/759f9ed3200834a27c47c32fc0174877937a66e5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4282">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16GcWuvvybAoaHr0NqT8Eh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alabama Shakes</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cf307b565c69fe3861b88e1cc2178a47b1db0431</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama indie', 'folk-pop', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama indie</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1238840</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6868">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'conscious hip hop', 'drill', 'hip hop', 'pop rap', 'rap', 'underground hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">303806</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mick Jenkins</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/907b3733f26dafaceafb996212e1906472d3437c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FvjvACFvko2Z91IvDljrx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4512">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38240</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Smooth Jazz All Stars</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dea5c2dfcc781e53883de390838726f9382d6209</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ThUOWiiWP3YdZqs4WYNOi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9472">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3V9xDqgOz3vgJRLUzl562T</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13327</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prophet Posse</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e47231ca638fd748a48175cca839cb85c9d0b68a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'memphis hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11392">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3DPBVk2CE9Tr0AAEEq19iB</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wynter</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7015">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7giUHu5pv6YTZgSkxxCcgh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'indie pop', 'indie rock', 'la indie', 'modern rock', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">824693</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edward Sharpe &amp; The Magnetic Zeros</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a463748ab96b61a7b839d1e4328e2d33e9a512c6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10742">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Third Power</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5vxrwBSrp97OheUFo7yVsl</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['psychedelic blues-rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/46518c98266b26132ac396b4f2d04bc02816709c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">psychedelic blues-rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/465">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3488017</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carrie Underwood</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xFUf1FHVy696Q1JQZMTRj</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country dawn', 'dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a4c76d2ba7583a5bb1fee6c6daeec1494cdb7d3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3196">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f15c28ce8709ee849241d47d1f708d25b41de1ab</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0s8MBYVZMiHb9hYl50fMBB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">487</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry DeVorzon</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2298">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc444d0ab1d2f3d5e82a38db3d02d9b9a50e737a</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4salDzkGmfycRqNUbyBphh</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">772094</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'hard rock', 'mellow gold', 'progressive rock', 'rock', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Styx</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8641">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3L0NwLYof8N3xFXFF56W0R</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bisbee Slim</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/41216ed3494ea752d4796246297f69a6119c8fe7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11016">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nuQGoDzAOl9fX88FeXRUw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anthea Anka</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3937">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b41346b77c4fe6cb8239e83bf529644cc39579a3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'motown', 'northern soul', 'soul']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Contours</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60118</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ugPdplEWBmyU6EcIzlcY1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6651">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67Zm35qXdPzYfl1c3M0toJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rings of Saturn</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58817df9b4119007684bfab3d5fd7b5865d18550</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113747</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'melodic metalcore', 'technical deathcore']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11181">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a7c2850e0e3d3522fc5346a87732860ca53b476</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5DOCFpRL15EQCkZDU3RcP8</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Temps &amp; Eddie Kendricks</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10243">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Coffin Bangers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56ecb1e593355d07745ff85eb6351385abc97f3f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iZhT4Zjyhga9eBizZAjuB</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5499">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qboo9urTuVQqkfV3Gkuyf</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f788352f94a6393a66578e6a55e58f917d8c2be9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Donna McDaniel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1850">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">mellow gold</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08ct2eZF5lUPdJpHwNKWof</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['mellow gold', 'neo mellow', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">468652</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hootie &amp; The Blowfish</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a28eacd627e9ec416531d7eb3a7e72374181ce43</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1662">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Olle Romo</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uIdbhKbYDhskf3RCFhJ9d</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11084">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b650a15351f4134aa33232f9b89aa019c935660</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hazel Payne (A Taste Of Honey)</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dHrlSL2sPSivt8hAhf7No</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7344">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31e4101435bf7b838ed07676fdfc41b00f81fb12</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Thalía</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2144548</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'latin', 'latin pop', 'mexican pop', 'pop', 'tropical']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23wEWD21D4TPYiJugoXmYb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11039">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5IVJayFR1opJalfXwuyfGa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bob Bonisolo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7278">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Erica Campbell</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46CCmeVLrgc6MnyVpVMOzp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62334</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a154450bb1f3684ad309a2c14e7090a396bf6062</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5482">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dj Fontana</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wjQN5JNJEylmSRCyiSpYc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6482">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1661926</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Judas Priest</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'birmingham metal', 'groove metal', 'hard rock', 'metal', 'power metal', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d6df710d0a8244dc02fae361d89b7d2ffb4dfba3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tRsMl4eGxwoNabM08Dm4I</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/481">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carlos Vives</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3220490</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['champeta', 'colombian pop', 'latin', 'latin pop', 'tropical', 'vallenato']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vhNDa5ycK0ST968ek7kRr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">champeta</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b8f49235f332121795229bc730402003038a0134</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3347">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'nashville sound', 'traditional country']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lynn Anderson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58336</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4ff65a58d6d1f4ac851d4895f8164c79df463ff</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">502FY8XQYRxClWgolQ3Hf2</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9946">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zbigniew Preisner</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gGbSXSwHWmrUBIG9IUAau</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39185</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19b3f9fad93256779ad5154f0188a5e5494e3dd2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['compositional ambient', 'polish contemporary classical']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">compositional ambient</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3695">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Pitney</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97174</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ap1NzHNV9QA1x1V6z3gSe</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6770f28ad7fbc90ef3efed8749c9aa5871f18fa1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'folk rock', 'lounge', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8473">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['historically informed performance', 'orchestral performance', 'recorder']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">historically informed performance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1185</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6p4RwKsAymPrqeEEluZECW</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Giovanni Antonini</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab444f810b7837eeb1ba1c62640ea084b08e88b9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4136">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41356</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4IdvJZeciaa37wYr2qBpjm</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'classic uk pop', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cliff Richard &amp; The Shadows</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/994ab77bdc5f096b6aa93dcb44abb4180f0cef15</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4121">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chartbusters</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52b3793aab7953c56f7801a51228aa5fd038e490</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HaGgoDRzvJZ3CJIicS7he</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/160">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0p4nmQO2msCgU4IF37Wi3j</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian pop', 'candy pop', 'dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4816952</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/035ad2a01098302eb1d195668fe153c364cb77b1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Avril Lavigne</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5233">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Lhdde9Dp3ypYfdgbk2nRf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liquid Gold</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1623</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bab381d03f37b84d557d1623778f8a8461b6558d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/792">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7mnBLXK823vNxN3UWB7Gfz</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'garage rock', 'modern blues rock', 'modern rock', 'punk blues', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2931330</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Black Keys</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6eeea39a2cb13812612c9842f207b8e0f42c0372</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/182">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anne-Marie</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4324908</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'tropical house', 'uk pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zNqDE7qDGCsyzJwohVaoX</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0668ad650a90a91a6784f46e6f17c5d77b97c48b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7428">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43LxSfgAU06YH9syb0eG7w</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['post-screamo', 'st petersburg fl indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">post-screamo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleepwave</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8932</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e95df7d615c4830aa6c1b7eb3acc6382d45dbe47</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9310">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic praise</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic praise', 'world worship', 'worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/db299a7dcd63d3c0342e25134a4326ea2790b0f5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67Bvv2wUyCph0smNq72LrK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Walker</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15907</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6970">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a2d42a65768ba6ffdd90158d8df8b2ef9cfa87f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hxDvVq5t8ebPYPdBl1F9f</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'industrial metal', 'metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">362652</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">HELLYEAH</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9861">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9640</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f849646032746a62f01aaface240c118bd3e9127</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">c86</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LrsctPHK5wMdvEqvFN8BW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mighty Lemon Drops</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['c86', 'new wave']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6641">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">370221</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andy Mineo</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TMrnxBwZfmfRxsGzkNIHw</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6be0053c98ea8a0c0e302401f16d9f8ba008e746</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9634">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isao Abe</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">260</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e35abf7ba6a424ae41f1965febdff96fa7f2d1e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4u8erhCNVhoNVYlM6y56WQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8751">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c9c6f13b03e7efbefc2412d314a0f4b70bc72091</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5abLT4tuAZuFx5dKHaYSGo</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Matches</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13135</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7716">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Flame</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2s6kyMmJZFgPCHXU0QxJLp</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88824</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hip hop', 'christian trap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1288280cef8df81972f954a170c9d86f60eba68a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/200">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6b7a1cdbf9ebfd3ca696d597136b51fbf8d15471</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">858133</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BlocBoy JB</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TEJudQY2pXxVHPE3gD2EU</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'vapor trap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8074">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61469</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">415rtLOb1FDKZAxo1IJ1hW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b66acf9e20364f2a2d58aedf78ec7d9c20700788</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">WZRD</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5850">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4gicmh23DcoMYjHKYo8OJ6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d0418d1e0cc3cc84af312f0a33208595bac7b15</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tettero</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6668">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Acacia Strain</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deathcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deathcore', 'djent', 'mathcore', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90232</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tDkeVxH0CSkNiLVrsYmQs</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/994ce450b6a0b21d65eadf2838d927010dec15a8</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4100">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0TGsWvnbtExsbGUSWtXENE</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10481</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al Hirt</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/56f813f405b7d0c8b25dcae4f01d9dc6d582eefc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dixieland', 'easy listening', 'jazz trumpet', 'lounge', 'new orleans jazz', 'space age pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dixieland</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10372">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">807</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6494e7cb9d18f6918752d216b6e4287ade394b5d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3psZLweFG21o5Qx1ED6kRN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saturday Night Band</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10643">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bfdbb21510ff66193344b5fb780ad00794358a6</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2053</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67jdJKipXNstJJV9uPW1uk</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sergio Mendes &amp; Brasil '77</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/933">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rhkghmBZVTNwfxwmt3UoL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c38e79357b4fa552bac32181cb3a8a76eb373875</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Antoine Dodson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1514</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7203">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ca79e62ea42c863385d6c2cfe4289c0f2677a7c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79Xp2rRN7wdsaTJgttdX3K</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1113996</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Simpson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'post-teen pop', 'teen pop', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/653">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6kHu5ICQRBZdsAHjAjQlmp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1563</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Agatha Lee Monn</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8114">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1490</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4c6cc11d6a879d813740419152ad92086d6fec2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HohCe6uYgTtBJcV4PamyK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Skeet</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/881">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mavado</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/430a9f90ac2edfd3c011f462ab2a505be09015e0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">238896</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0eezS9KmhdjGN436RdTIXu</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'reggae fusion', 'soca']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7045">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan Nelson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4oI0W9neUi7nvxcQKDY5Xa</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83750</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30660ae3066cde53a6f67855018dcdc9cb4ae22a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11511">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Lapadat</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3n36dQutJmGtlSEKSnYoaD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4391</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63ad084abf31bc86e89442e1634826244bfb40c7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/809">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1958706</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mary J. Blige</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1XkoF8ryArs86LZvFOkbyr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/571753934f6679837e4f74ffc597484204542145</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6831">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">portland hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76850</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6H6svVOQLsIH1uK7KedZoQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['portland hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c135c77dd313001d767bd22cb2050a47c939e2f0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dame D.O.L.L.A</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8727">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">87180</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dresden Dolls</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'boston rock', 'dance-punk', 'dark cabaret', 'folk-pop', 'piano rock', 'steampunk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b943f9568d1cf2c1dc7c7d20c9cd8f832bcb0812</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JqX1glXPg6428ubI1w72i</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8359">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">652</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['library music', 'light music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laurie Johnson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2120ef77d8d8f14e2cbbd2d0ea6e81fe66955516</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">library music</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Oaesk5r1hSUYieWZgPgjk</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10988">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rod Stewart w/ The Temptations</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Zop5E4P3Xuf9dErKICp36</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4244">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">137</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ProTracks (Karaoke)</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0xL0ZB2mnlEi7gga3EMAbe</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7efd151a39978fe8bbbd3ad9f4516a296828d7a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10523">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">345</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bltU9tJNdSKwWxxvZyzZh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Eric Burdon Band</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d450eef8832c3b896cf1cee89b3b94d60f55b549</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7937">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bishop Rudolph McKissick, Jr.</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BYuli0zAGgTeoH9m9kB1J</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8efdcdb98d0c465e1babb558d11cd5e7ab8ec61c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8142">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'christian pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16636</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fHk07xqQp5IMnsLzLZK1H</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c9101e521dd8cc4f204c6bf5b719c421f8d9811</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Press Play</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6489">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/190a63303a7323bece0b4f08cbba3f8a719c7049</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">92664</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ItTHwcEtFh6DEOBheMub9</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonathan McReynolds</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'gospel r&amp;b']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11358">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ee3G8f2mxnolNp6kDI6B6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">118</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e1e056766f3f6765233e42a1566137c21dfea0c9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Prince</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7233">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fb9d48513012d9ca00446c86d04c303d97ab8914</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'norteno', 'regional mexican', 'regional mexican pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3533898</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gerardo Ortiz</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4J13m9IZh03PEhoxAxRhXO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9190">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5uYXMC13cIUulobh204QuK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99d7f89fb9d19ee84b0134cc36824f6b13c85a26</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mighty Mighty Bosstones</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston punk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177300</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston punk', 'boston rock', 'punk', 'ska', 'ska punk', 'skate punk']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7287">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">You+Me</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81855</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dfecf1324fd238741cecc0fb80cabea68668ccfc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WO1Yn4pcC30HOKLD68JKm</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1961">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4762</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a39f6b4f8e9e330bef478ab0e181ebaa4089e641</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20 Fingers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OarfYzJPCi3lAVZ4nhTTd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8730">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tn79LMMIdIT1T0TXumjaH</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk metal', 'hard rock', 'progressive metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6896cae7df2fb4eb9ae563558119baaf315a5c0</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King's X</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31148</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5483">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0b88d2a5004d9d6d91936c5dd6cc7db322c16a98</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">436</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crawler</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ghrrauDFunDEN9t9f8hZu</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1100">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ac9b621f4a39f572378188c3d142f988110d22ef</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Niia</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25815</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KlUwB6uFECMC3zzvFvykx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6623">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tasha Cobbs Leonard</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'naija worship']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a41e82fb826733ae5ec89dd114f44e6ed5d5112</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247193</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YxebzzreNswbtYC1td4cx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6169">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Strange</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4q3t7t2bWgFdiYgfXyj0It</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b96caf2b77f4d3a50e045d92308d52b1088f7550</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['space age pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">516</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">space age pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10403">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">punk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sex Pistols</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1af9b54429264c7b02e6c60e06dbe8e412a2e391</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">941958</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['punk', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1u7kkVrr14iBvrpYnZILJR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1407">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1370419</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2S9W9aSAd7e5mp8WqWxN2h</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hilary Duff</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b46c43a2c8d3af23f3183299c2070c2d42ad039</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5243">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DYKtStEy5mAmAZvEobbgo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1230</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/036e5c3065a8c3bbc3cd5fb900fb00e61eeb2c51</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red Rockers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7459">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Porter Robinson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">688327</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3dz0NnIZhtKKeXZxLOxCam</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e17cf58b24225d6721c8995bb7e9bcee88edc1e7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'brostep', 'complextro', 'edm', 'electro house', 'moombahton', 'progressive electro house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1404">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'pop rock', 'power pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86677</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pgtr4nhBQjp9oCUBPyYWh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe75e6f4ba0b2e75e97e3505f9daa112a606977f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fountains Of Wayne</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10188">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Dimples Fields</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9df7bd2527876bb6869badacb8db33d4d6c806c7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SNblpZj6cK0YWC1Ci8CKs</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1172</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4685">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2564</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/609bcd8cb9faab75c379bfc9167d85bcfc27be26</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Link</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34gJOUTurjXaj8z3E9fDaV</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4561">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Shinoda</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43709949a8827f7145dc8beff038ecd7c995ebc2</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339263</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xBZgSMsnKVmaAxzWEwMSD</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7450">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GhUchfx0YFPsDaXZRJp8v</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/750cc0770533650e5c9b7270427f2e5270a02785</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99517</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country rap', 'country road', 'redneck']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lenny Cooper</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11108">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steel Drum Island</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15Bo4JfE7a3HKsw3I9En44</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['steelpan']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4071</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">steelpan</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f5019d059600498a2c18200a3b402a926e0892a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7564">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7h4j9YTJJuAHzLCc3KCvYu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">328168</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kina Grannis</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2fb549df2c2e62d4a8b66751e5080e778a06cf0d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'neo mellow', 'viral pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8677">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sound Of Animals Fighting</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39989</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7bVL3NrrQUCtBR1u8soLtt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e07b992b6b165ac7a09c2bb6b50e931b10f6751f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9712">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3227</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/886c457de3551b647d8289cba225d1c1ef8706ff</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeremy Jordan</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1eAsLHhN9eQnxU446lhCkR</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/101">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan + Shay</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7z5WFjZAIYejWy0NI5lv4T</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1060713</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4fab6d2b5a3be7322bc13100e9c1d30f5ac56993</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/578">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199434</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'p funk', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GVBp7QyHckoOg7rYkLvrA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a3706fcfe486df7dc54b484c8a92d45f0e84997</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George Clinton</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5752">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1897</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ted Neeley</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/317b5a7c75f2fec74780c70ae88a377900188103</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4GsHmeRHPtDV3YLC484SQJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2844">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16499</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5dk1fnALF9pkgCllupjX2M</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8ff0b6e0825fa31e9ffb8e8f473240f78200a91</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Schneider</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9045">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'hard alternative', 'industrial metal', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54543</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earshot</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/24c95f275018b6adda213e616318ce941e6860bd</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6eeYhqOX2cpsiHY6gVuvPA</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1483">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1968</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v0jNVxRKCvjwXIU2SuqKo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cory Rooney</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1304">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Howie Day</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ekbDNE2eOq8QiaXM34wer</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'neo mellow', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">207160</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e09af78a3c70d6a1b66f90666587a37093c6888c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6645">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a33b53fea692bf02d3296a1ffb23a3951323d78e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480749</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27w1NoOLMX7tJMYqcetPyG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vic Mensa</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'conscious hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8998">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Ad93mTm2WMvztrf4ocXEC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66432</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">TRU</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9903daf131166178758adebf953c2e514fdfaa6f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2505">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Bah8E0kCETqEpAHI6CPzQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr. Mister</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">216996</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0291b91727e54d4341222a41e724941c06ce26e8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock', 'synthpop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11075">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Andrew Oldham Orchestra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2295</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bT1LHMk4k4U4vGpVB17fQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a085db9f8584b48ffef702c0a16f0abef9163cd6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3397">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e9149ba4b4aee1a7bdee9f05dd4feecb56876ae</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7emRV8AluG3d4e5T0DZiK9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Loggins &amp; Messina</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'country rock', 'folk', 'folk rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">178827</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2337">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seduction</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16913</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66pXn4ZrPf6yzk5PHGkUZA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dcfeb118f948dcc728948316af2ad466d32ead1c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4334">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eba37f3694b3e09b1e8f49cbc8213eaa7e504785</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3ezAJ9Kd1V7CQ7hQHijnW0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2198</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cover Girl</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10773">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">saskatchewan indie</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">236586</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['saskatchewan indie']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dbcbfbb8e7c0dbe6a84e94d3394ac8f6bb4a452</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dead South</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HR1xtIsUefdFnkI1XHgeA</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10059">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hard glam']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad2f3346114093987e3849dc41c9b71bac65bd62</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">101</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanity Ink</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vGnYTUB82fC0VVjsXcl0p</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hard glam</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10855">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ad54cd18983ed2d5d152115c5ac1af0c8a568b56</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cody Francis</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1RKbW3DVPPhWHNfParfJ32</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1542</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11311">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Davie Allan and the Arrows</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4D2lbpLnzT8at5YbIepkj9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">161</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/589722eb046099d784b9974450ecb8bcf431c58f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11278">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sing Karaoke Sing</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b9d57f8c3d40ba20f350bcb30b9b591e69119d1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bzICNq3gKanSdWuzTF9VS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2834">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oliver</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NDElNqwGRCmsYIQFapp6K</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro house', 'filter house', 'nu disco']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12197dae5c2f5752da45b08f06953e2551066ebf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42531</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11005">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1379</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16DKwEFDumFEEUJWYSw21m</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hit The Button Karaoke</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/913961fc143392e876377259ef92b17900952f5e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6443">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'chamber pop', 'folk-pop', 'freak folk', 'funk', 'garage rock', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'new americana', 'philly indie', 'shimmer pop', 'stomp and holler']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dr. Dog</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">266622</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mLJ3XfOM5FPjSAWdQ2Jk7</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15120fbb157873832c339c8f7cbaa3bce691f451</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7264">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">irish pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['irish pop', 'pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55451df0b61a34de9cd2b57417421f462f9ac832</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BxCuXFJrSWGi1KHcVqaU4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1565989</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kodaline</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8934">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5cCgzhFyRJVydeO23BqgLG</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80859</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a078a6e19b04ee67be8f19d8098bd26053af077</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'post-hardcore', 'screamo']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Matchbook Romance</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3222">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sun</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/66f151e17ca5be7259f5f38aa12a668337f47089</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4704</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60OcSkDXUznixDpkykCnx1</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1013">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2075580</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop punk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop punk', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c043d3352b43022f1ccb03f664c1cb82a3e95b68</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">All Time Low</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46gyXjRIvN1NL1eCB8GBxo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11512">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie jazz</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4bb77084cc7aa05fb93f98e8181153ed7077de59</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13710</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sly5thAve</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15zxwAfOdT7WmQeFWPJtKi</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/157">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charlie Puth</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/546d8696b0b03666f4cc3f918d8c5eee3482782d</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7581693</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6VuMaDnrHyPL1p4EHjYLi7</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10110">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/15fa111a84d5f412cda8fac32650a675f8386663</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D-Rail</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1llYxMO15QIcqoSAvVemno</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9673">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">313</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a5gYWQUgFrIEXqnE1tgD4</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a14ab674f5fe2afdc6078d614894d776e231525</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Carnie And Wendy Wilson</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3539">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WNQHJ6HeMlIxyjPQ2PrF5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pacific Gas &amp; Electric</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2760</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/32a87ed1ef2eff2ccc65bccf6ebc14fdc5e5b349</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1273">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'hip hop', 'hip pop', 'new jack swing', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202015</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/588abbff92446ec0bd740cf837a83c9494d5dfec</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Da Brat</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2I1bnmb9VQEQGKHxvr0gSf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/635">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1351426</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca134959a6212f3931540a4c59a08e5c0774978d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5OrB6Jhhrl9y2PK0pSV4VP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Young Money</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4794">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">523EnSKThg23jXgQpgQ7D2</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mona Lisa</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ed3e6e4d22f29c06c4a023516e8f15b6832635e7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3411</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7810">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The World Is A Beautiful Place &amp; I Am No Longer Afraid To Die</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bCNJ1ICzdnzK0yoCIP2Ip</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb1e03aa7ab4cec58f4746518e67a6d2441b3909</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'emo', 'emo punk', 'indie punk', 'midwest emo', 'modern rock', 'small room']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74096</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9531">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">504962</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Zombie</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c693c0c08a4ef35cb855e499e0f7fe6a768b8cb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0CF71zaDOJWCynIkW9bSK8</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'comic', 'groove metal', 'grunge', 'hard rock', 'industrial metal', 'industrial rock', 'metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5991">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Claudine Longet</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa7e5da6ab0a3fe30fb78181e1f7c49bcd0c9e3c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kQFwkR1mTWfGdtZfcvrZP</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3936</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10140">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ca1c934da09377bb4ac72567f0f01d31d3707a9</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wooolrz2Ur24gt5pjs4NM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Small Zebra</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4662">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xojBGlLd0SGscMIL31gdV</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Voices of Theory</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7848</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94472c4a9406fb8c2d3a3c2e1dbfff5287a6d5a8</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4453">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rhythm Spectacle</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6GktICKX3ztnngGl4WPCNV</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/83ba073c8fa09fff4a7d680144c03c895f71c8b0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">215</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5503">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb7c0ed1cb87c6f94788f174002cfc2759e1b3d6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phil Ramone</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63SAbg9DkZabjTQUJBUAw5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3477">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Fleetwoods</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'rhythm and blues', 'rock-and-roll', 'vocal harmony group']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">673J686eeEXMYJorgQ70lX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0be8f8d00d21a9e7d7ba5bf414ce69b163a73bd8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22337</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7111">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Gibbons And The BFG's</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58V48DmyS6wEX4ZGZRZzMf</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6300</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02e0c3202cc1bba3cffc051441acd8988478fb3d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1353">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'rock', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0lZoBs4Pzo7R89JM9lxwoT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e6d5966dafa119f4a75e7df62ffa163e0d861cd</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duran Duran</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1268911</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3582">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Janis Joplin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3f55519d6fc2a6fd2bed247b9dc9fdc72365272</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1775643</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NgfOZCL9Ml67xzM0xzIvC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'classic rock', 'folk rock', 'psychedelic rock', 'rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6123">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9743</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'folk rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Barry McGuire</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/75fcae715c84eac417dd43fa332dd030d2e59dc2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6xdkfNRMtBzeu7t4wyum2X</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1840">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Le Click</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5164</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6MGQ2oUq4y55GDYyINkhnr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fcd652b3a6c520aa51546b42a17839126cbdbba</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6920">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61eaf068739acb16123912aa0ff26a134f61958a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hardcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hardcore', 'pop punk', 'punk', 'ska punk', 'skate punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Descendents</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FGH4Bh7g9W6V4fUcKZWp5</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">219368</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8236">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce0015eeca5fccd20ca6a87d7b76447da98b881c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0alRw2BasYQZdFSJLfLbIY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shawn McDonald</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75153</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian indie', 'christian music', 'worship']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10486">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nicholas Angelich</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">670</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical piano']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical piano</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1yTwwVZPzT44dkQYwitq7E</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee232047eb3af1c2c76cce79095dcbdae7ecfc65</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8829">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AbDWrmJPSOeIbT2Ou60ik</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136839</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'pop punk', 'post-hardcore', 'screamo', 'uk post-hardcore']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Funeral For A Friend</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce34a0fc767992c401ac09bf811794847d62dbd3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9758">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'christian a cappella', 'gospel']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Take 6</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31047</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31zQEL3ARiYe63jn3jtM18</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/651d7f2cd1734e5ed9d3becf5fba61b406dd3e90</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1125">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">428942</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'crunk', 'dirty south rap', 'gangster rap', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Y365ZqTf6fJ4ZcRnLKPGt</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d8ce59f3d02ee6b24989a147b0fec3458bff395</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gorilla Zoe</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6949">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6305391cbd2172827412d2d623961d507e5bddb0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5CE2IfdYZEQGIDsfiRm8SI</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big beat', 'downtempo', 'electronic', 'hip hop', 'nu jazz', 'trip hop', 'turntablism']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big beat</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">329096</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ Shadow</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7030">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Last Shadow Puppets</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'garage rock', 'indie rock', 'modern rock', 'new rave', 'rock', 'sheffield indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">564187</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e721c9502da1663fe9dd0b9f8a90519546f0a9f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Z7UcsdweVlRbAk5wH5fsf</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7998">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bath indie</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bath indie', 'garage rock', 'modern blues rock', 'modern rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Heavy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bZCak2tcRMY1dzEIuwF42</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274081</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/902fb7929782b9ac35a0002fa4cfcd29c5e97eaf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10130">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep new wave</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wire Train</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2872</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5LsOwSn5kKzE3toFMkKyvh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3127fc5283626776a1509386c63758986ebeb8d1</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep new wave']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2961">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/12f942c6eeca62dff58738c8958ca3a9cf473b03</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HX8AbXUFaYRtlqKb4CCo0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19737</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'nashville sound', 'soft rock', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mac Davis</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5400">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2675</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c4c9007e6f304bfad4b6ebe8e8e05009e0630045</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fern Kinney</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tqYLHfwfsXiXdFtMIds2K</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4416">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'pop rap']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0BrPKSAeplwezYR1T2DF9s</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yung Berg</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/908faae8baa3ce535fee4ec922f99d532d03e87c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23534</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8145">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/25ebf846b2aec2a278699bc9eee4687f63db646a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1jSaZgaKHmgc7VTgML528r</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'brooklyn indie', 'chamber pop', 'dance-punk', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'new rave', 'noise pop', 'philly indie', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109883</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clap Your Hands Say Yeah</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1165">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Polow Da Don</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">614</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d38b574633fb9f75788d60a41ce759a755d4a47</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0gcDAjaKZIKMdYJoIdrIfR</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2397">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Pasadenas</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9436</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f1ab89d8648b044ce56980e43e425db839e9f21</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lr9AruL30Dwl82fDODq9u</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brit funk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brit funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6215">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f22c987a01351067ed539866862ae68bfb863eed</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nbDZNjCtMg0BSSz9X1KaO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rene &amp; Rene</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">617</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6562">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6qO6LhD6FuXK5e2PtfAIMz</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">467647</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">We Came As Romans</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/613a806c8542a774d5a0119597e9c69e34d78bdd</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'melodic metalcore', 'metalcore', 'post-screamo', 'screamo', 'trancecore']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2152">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1607</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4reUSabzsXZWM3BMH4fU1Q</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/252bd4777b9849bcc778bcd9de66129d7dbab9f8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">L.A. Style</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1714">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'ectofolk', 'folk', 'folk-pop', 'lilith', 'melancholia', 'new wave pop', 'permanent wave', 'piano rock', 'pop rock', 'singer-songwriter']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391592</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tori Amos</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1KsASRNugxU85T0u6zSg32</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f935d04766987d00872ab725bd06359e6b2d2b0a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3160">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3773</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2SdZQXwwMAWw3INoSmOzur</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kenny Nolan</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ece3690ea332c5b53405f36c0596ced9b5e2e907</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8279">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marco Antonio Solís</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grupera</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1934782</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grupera', 'latin', 'latin pop', 'regional mexican']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c25ead056b5a41038b008a2ecae2185a890909b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3tJnB0s6c3oXPq1SCCavnd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3091">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/94f8fa49e6ac6748393ff020567c9b95c7f48c18</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'europop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54R6Y0I7jGUCveDTtI21nb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Boney M.</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">497153</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5724">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Garcia</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146792</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a048dea093a689b6ccf9b900b44cb885f2535102</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QDaXfnxfQqqJQK5lSdjLN</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'country rock', 'folk rock', 'jam band', 'jamgrass', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'traditional folk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2180">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6134</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a53049cd34be8e33071411433310a2a54938ce02</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1992WoVCYrCH6PWRVszSlh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Clubland</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6777">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0dfa8d1d7979d78ca328b5b26c31487ed09b9c91</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'world worship', 'worship']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">610908</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kari Jobe</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5XlSS9O4eHRiJ0hKzbaFQ2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8514">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89d859782268eb39604024c6a069379a6696f1d5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dreamo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34419</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1F1IdqOCO4A9kBrQihBaOI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">As Tall As Lions</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dreamo', 'progressive post-hardcore']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/967">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67pQ8Yr09zDDzzwWw3EG9R</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk-pop', 'singer-songwriter']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martha Wainwright</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/01512746a4ec7f469b9f1bfede0d31608f344896</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42094</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5709">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Fdw4HribVji2zbYoTKKGZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab3ea808c857ecb6d8d9d65b2a52c505552941d4</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Turner</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2487">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/64291f4994df9512a925282f6b378dcc407d4d55</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'lilith', 'singer-songwriter']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BwHztAQKypBuy5WBEdJnG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Warnes</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30929</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9332">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ce8fef813b110ca8e5fdc43a648ac656a3963b34</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic praise</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Z2puKatD4b6fpIXObFKx1</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1736</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic praise']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Condon</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1873">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145965</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Quincy Jones</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'jazz funk', 'motown', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rxIQc9kWT6Ueg4BhnOwRK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d8e706027f531ed213cf14ffc86aad17a96675c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3736">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'doo-wop', 'folk rock', 'lounge', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b7b3441a818ee3b20644e656b721b7fc251e7744</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MX2l6ewjOaeWn1lYNhzlO</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89851</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Vee</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1616">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40c6e54c457f36a403b1fc373ffef98953cf145c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">274</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">R.L.</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iwJZqoo4TmCIiISdHdhbQ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4585">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Azul Azul</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13987</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/368c867ee65a75b5b5a05278e96992d59e08104e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0SWtMcmZLgP04Kj5x0eCxa</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8544">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13084</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Galt MacDermot</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21cbe31e4545325c7d601549598f5c26b3053d34</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3b6TinIPahsS8iSCYAeinr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1899">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7dec4b830192a048fd53817d9f43c3f73b777e4c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'jam band', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pHeBYl1yujXcZqqfF1UyQ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blues Traveler</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284539</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3623">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fa8026a210807ed257de24d628b1e14d6883baf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Betty Everett</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'chicago soul', 'classic soul', 'motown', 'rhythm and blues', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11802</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53jXEVVJtpaWVQ3ffvhDtl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5885">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Checkmates Ltd.</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1sekXVahMOZVW2BA13Jcib</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fccc9c7cf427a41baf8018f8ee16796a33c8362</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/416">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2247</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">J. Davi$</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c858454ca6952b5e3fa170f9e70f52622b76d514</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1rs3y69kDwkIdGJcOYngQt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/451">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d12a3246e3182791110d8157650a7f1711b2604</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bboy</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bboy', 'funk', 'instrumental funk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cookin' On 3 Burners</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">726MxZBpkxnnoKl6aN7mmj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63951</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6745">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">195006</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2gFsmDBM0hkoZPmrO5EdyO</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/857616d529ab155d30bcb2e23f7a08c113611c8c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tedeschi Trucks Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'folk rock', 'jam band', 'mellow gold', 'modern blues', 'modern blues rock', 'roots rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11187">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bricks</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99474486ba7138da828ce74db6c334bef3490eef</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3hALQI03Ul63hBropSFt47</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">90</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3750">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4776</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ed Ames</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iBpJEBrSFXCtPOc5OUZiY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53d82b1783877a113454f58e827b0187b6169aa0</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'easy listening']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3322">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sammy Johns</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1547</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d29b18abca246ad58992ec71930cf3c1fcb57c7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5L2UqkzpfZD5OpdA6fSfVH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7638">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bdffb6a7b62e1ca1c5d93589064bb67515464abe</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4G0XDEk7RbA4BBCTs917U9</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">131343</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'chamber pop', 'dream pop', 'folk-pop', 'freak folk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'modern rock', 'post-rock', 'singer-songwriter', 'slow core', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sun Kil Moon</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3773">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Percy Sledge</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic soul', 'soul', 'southern soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">256295</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rRmDmzPcAFwcUDvG5gBqO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f7f4c9cd6e8389824de99e80202caf249c9e013b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9855">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">136</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Thinking Men</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7f48d8d52c042c9b76841b620ed6bd9e02b35df7</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Hu2XjAqXygQv6C5bF8yBg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10367">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Synergy</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a0f7a30e0c4bcd59199286ce09b3cbcb22272a5c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1171</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WRwi8L6hisZiL8v9I0alh</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10832">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Géza Anda</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1929</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical piano</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical piano']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd19bf94672bba70b84b11799295bc1790c735a6</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5658BnFZoMz8CtydqPjk8S</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/667">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5e1BZulIiYWPRm8yogwUYH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'folk-pop', 'indie pop', 'indie poptimism', 'indie rock', 'indietronica', 'lilith', 'metropopolis', 'permanent wave', 'pop rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">448385</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tegan and Sara</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f285d93636a01fe492256f4cbb89291b97458f1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9037">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sing Strike Karaoke</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Jvi2TK5LJUqq31thj2xGZ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb3863b8e96e2c2fa670f0f5251bd3d573f9373e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">439</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7034">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">462T0buQ5ScBUQCRpodDRf</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77834563bb0f7fae39ff00a23690e21a269de615</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">282661</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Charles Bradley</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2030">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd196a08ccb7488998a5fcad0b53e98b2a1a1b5a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'dance rock', 'madchester', 'new wave', 'new wave pop', 'permanent wave', 'pop rock', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qLNsNKm8bQcMoRFkR8Hmh</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">273744</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6390">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cc406e7a1c3167413f7af1a3df560a88de18c99c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atmospheric black metal', 'avantgarde metal', 'blackgaze', 'post-metal', 'post-rock', 'usbm']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deafheaven</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104441</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atmospheric black metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4XpPveeg7RuYS3CgLo75t9</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10859">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69347</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79eb8b8817f7182d9cd89bb6c0a07c361c9be3f1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Buddy Rich</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'big band', 'cool jazz', 'jazz', 'jazz drums']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1pVtwG5Up1OZOEpSHJ4AAs</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/974">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cherine Tanya Anderson</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UP6OF8bXbNS4E9n2YwlsX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3033">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">THE SPORTS</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3932</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78n9nsu9Z5URFwrV32Wokk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9d570994479cb9e5b25355b4ba7bf5a3e7d60cde</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian alternative rock', 'australian rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5461">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d020019fa91a3351c684d7bad4f9c78e5ef2be19</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">vocal harmony group</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">352</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49FTAimHkrc2OLaocbyd1o</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cliff Adams Singers</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['vocal harmony group']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/149">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1b0f517847eb0a75e14722f8f6ec575aecd5e0e5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jOstUTkEu2JkjvRdBA5Gu</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'modern rock', 'permanent wave', 'pop punk', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1724486</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Weezer</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3305">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Post</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3ba17777d76fee85c16146d2e86a6ebc1288a682</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">theme</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1285</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2roaPGR1goiiLQxrG5dXiF</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['theme']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3615">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cb0bf5c07dd14b78c231551acbe47b652122f49</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5RYGq9WQK5OZZtOWFsz46y</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">McGuinness Flint</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1718</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8512">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77966179dc9fcb7b189d6b884c02af01aede890c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rev Theory</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian rock', 'nu metal', 'post-grunge', 'rap rock', 'wrestling']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10n5DVRlZbjbZ5ffpwpn6l</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151226</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3385">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">562Od3CffWedyz2BbeYWVn</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'new age', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">293414</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Oldfield</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b04f41784ba49ed0875cbd018e0e0e55c94344eb</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7734">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38dfc8f5903d2f2ce6d98a33a2a08449f2b77248</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">91197</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saves The Day</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'dreamo', 'emo', 'melodic hardcore', 'modern rock', 'pop punk', 'pop rock', 'post-hardcore']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5gWhlJBlLQGLOgYWO8lwCU</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7789">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">849587</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'chamber pop', 'compositional ambient', 'dream pop', 'ethereal wave', 'icelandic pop', 'icelandic rock', 'indie folk', 'melancholia', 'nordic post-rock', 'post-rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a59d8eccbfa73e26b6be484cc4b02951bbb40bb3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sigur Rós</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6UUrUCIZtQeOf8tC0WuzRy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6307">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f94e908d0641d0dc289ab48bbf84cce581059350</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">nyc rap</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jay Critch</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Av6GMCOznZIlHuNcBWgf4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['nyc rap', 'rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">400885</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6630">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem emo', 'emo', 'pop punk', 'uk pop punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem emo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/136ef203f71f37c6f7b942b9d43fd4c0e0796c06</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neck Deep</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TM0qnbJH4QPhGMCdPt7fH</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">402804</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4286">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59346</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BYU Vocal Point</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c355f95c74bc6b32475b77df17fc29fc1c7b9592</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5zhxxb24WP6q6rbLHAn2UQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'christian a cappella', 'college a cappella', 'lds youth']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/671">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5822</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4xQ2BGOBUXgjxO2PAhrIyS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/deeda6163df1002d763f7bcee13b904a5afeade8</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ayah Marar</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jordanian pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jordanian pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3084">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tasha Thomas</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/262f4f24b3f8c8a8deb4bbe43c03cdae78ea0fb9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">134</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep disco']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5adnn0CpGyBknDRC2vW0cx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5542">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fbc3935a1c175dc17a38dab061267e89e5f2ea22</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">527</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wbw9J8cnh99gjAxI9z9FC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cate Brothers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5568">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0498d42195d0b6fffebaf3f8041b0686d58d9d6a</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sugar Sisters</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0DaNHydyH8Te8FrV4kdQvH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3240">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21e1af8c25c73b69612899169b585d07596e0fe9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Nurse Novels</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Kl73nQHHWUjnGHLg8w7Wt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5264">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6164</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4fd8mrtRK863BrE37LgITd</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c5c6132e8c067bfedb45dd907c4ec96725a2008</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rough Trade</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10027">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1011</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1nfx4dsznUTDrb27remxBH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Malice</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2196e30678616c3a74d9cd3a55797e0c7f4d829c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2955">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6z7wrwE2QW7Keb9ozoF0rg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'bubblegum pop', 'classic rock', 'hard rock', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8765f3bf180cc4d562f156717c56aac4ed8ed57</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Babys</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42621</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10610">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d2b387d04c2e81f14a36a41023f764f99b16047</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Doug Sahm</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'outlaw country', 'pub rock', 'roots rock', 'singer-songwriter', 'texas country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8469</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2PL6uHCPVIWjmr6lK2U9pG</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6371">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitski</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/183bd8e712e54a40af3fcfe5033b59a16b0ef1aa</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art pop', 'brooklyn indie', 'chamber pop', 'escape room', 'folk-pop', 'indie pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uYWxilOVlUdk4oV9DvwqK</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218315</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2743">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'deep contemporary country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0WO15UbgUyKKtn1anzZP5u</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a071524014b85a8f377d8b964d0ae0e5c6fc8e0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9015</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Deborah Allen</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3120">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zgNpeHQe8GulzfVkYP2VK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'motown', 'philly soul', 'post-disco']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Trammps</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/132abbf6df27334111679e99f73fdbae448c7767</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98658</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2754">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Motels</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57454</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6scOultrkXrQsClcbGKM7e</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4ab39c74b4a16719fd3cfff027b2249bc0c67485</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5245">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">343</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patrick Simmons</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kZxI5FlVdFxgoRaiJ8hf0</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2129ca4470aea8fd1512ee9512b5b40bbb83ce4f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1159">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9837f337431ea4a73bf699e24c4d588028bb0fce</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vdMPayKk8YJxxeNP5oMCb</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chamillionaire</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">423928</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10682">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ting Si Hao</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1895cc114c013ed2bbdeb69aa3581b9a4c2909f7</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KbZ6OVoiOZ1vVfruBdMxG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2451">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f268fc280ae20031d4f83ca1e1a53053950dd1b</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tiffany</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4C3uGP8vRDzxrhJxZiOjTe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145108</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2832">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279025</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'post-punk', 'synthpop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aq8T2RcspxVOGgMrTzjWc</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0d8b1ef988e6073e205234abc6928b31306a8c6</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Soft Cell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10784">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canterbury scene</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57c916ef43ceb0a7406854a5fd0765c43b035672</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01UrELDCYrQ6wrFArNbidS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5506</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canterbury scene', 'psychedelic folk', 'psychedelic rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pearls Before Swine</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1835">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">06YQ6XwCdPUn8rAXV70gge</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Republica</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'new wave pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23306</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/341f0b20d86429f6176466a3b22c6ae69c250211</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6642">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146541</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c06962a0071f50660163381c066c6cc78c40d02f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic metalcore</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6bu7CtcOMWcS0BMq7snHW6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wage War</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/399">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5y2Xq6xcjJb2jVM54GHK3t</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2bcc50240e556e832fde021700fdca5629d31440</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4650647</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'neo soul', 'pop', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">83</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Legend</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9932">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">959</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Romeo's Daughter</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melodic hard rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9893dfff3b9df713d1226c0ab16a88b1699dbca2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melodic hard rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52lXJ4HNuebklBoPPJNSnH</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1927">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1THO5gJEaoKK9ey0aZbCQE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Carson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8e9072707a0264a4fa46975efd6ca22bd12f4415</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11235</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10905">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Delegates</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ska punk']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ska punk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f997fc1f0f65aa4acd685b627dbf3ecebfc288c4</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4MrHXWAgHJ7cCb5OAZPkRr</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4208">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Covered Up</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2kM6SovghiRffYO3RQxwUY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4f614c7e1ccb809124922b91b98f7d24d2fc072c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">548</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1068">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7omzannyG2lfDqP5xyZo34</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295736</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae12aa8ec32780ab615deca2968bc9b2991016ca</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joshua Radin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'indiecoustica', 'neo mellow', 'pop rock', 'viral pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2359">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3nLYJvqbEzs5kg2TlprxIG</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">364077</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6fd204dd44efc6645c3e13a1aaa3ce43b65b17d5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'glam metal', 'hard rock', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">White Lion</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/966">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a03f5054277c00c25a5ad7bc21609bed9e8ee63</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">533HtQP5btWIZcKlHJtEWK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Christopher Wilde</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop', 'post-teen pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">89482</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/400">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hey Violet</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">475917</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ecbf47f8a01483b97c1814a7af8e867926bcddb0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JNfz6aO9ZFz0gp5GY88am</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'indie poptimism', 'pixie', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10300">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hollywood</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Liz Callaway</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8185</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/93cfc695b2ab7a3cee71e2811ec0e1f445d77ff8</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hollywood', 'movie tunes', 'show tunes']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hcWMDrWJYyU66HA583nCb</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2542">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'scottish new wave']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6298</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Qnpdt4MtT54U7fFNEYDTZ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d32aaa252fb9c85e9e997788c555020a74b1832</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hipsway</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7909">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CNbrGMS5Y3UVnYOhNAmDw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2a13d978695b8a3b386d9853a20517f625ac8f0b</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ray Charles Orchestra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">327</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/296">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0e874611a108fcd361c92a665a991ba18a852050</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kelly Clarkson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5394088</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'neo mellow', 'pop', 'pop rock', 'post-teen pop', 'talent show', 'uk pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BmGtnKgCSGYIUhmivXKWX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7151">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YSA4byX5AL1zoTsSTlB03</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/622748dad61a15a52590716eda364756c8473023</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Turnpike Troubadours</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">152837</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/192">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/759a87a167c3bf046798ecc60ad278f01ae4c13d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tori Kelly</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop', 'viral pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1vSN1fsvrzpbttOYGsliDr</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1624243</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/924">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">battle rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/88fbbb15d32892b5ba74304448160cbb9cc41b19</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2x8KDZdSONA3872CnhaAlX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Styles P</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">300011</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['battle rap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1087">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5qK5bOC6wLtuLhG5KvU17c</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Mama</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1e11abd231d0c417b7a3e997432cfc5e75dd2249</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'trap queen']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47510</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5783">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Walker</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1FDHhQrxn7ZP9vYaI8gGqw</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c83f51c409638e3d8ca2cf2c7428066f8a73fdda</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5945">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39036</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'lounge', 'swing', 'vocal harmony group', 'vocal jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Mills Brothers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/440b414d1339f0092e59d9a5c8ad0ce972e7ef21</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v8bwWRbu7AI3YFhzoM6Ha</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1193">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4TWQulsMrukg0jLsgsRVGk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2338</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">La Mari De Chambao</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/180">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4639a259413a5ba51509884b1debb935246b9c71</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4034696</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'indie pop rap', 'pop', 'pop rap', 'rap']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G-Eazy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02kJSzxNuaWGqwubyUba0Z</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11487">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JrR5OwlQ3XXuDwozp9tYT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">N'Dea Davenport</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1514</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1a2b7adab7388aa7ab8cf7f4937b08cae130a99</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9055">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f61d72a959c057717bc6a7d923a594921d6b89a1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EP0XW6DbZDseto5VBx7uS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1725">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3awgyoaYkirQ9aZd38GcVY</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Playa</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3178">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stepmothers</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3LbfIGJbSZDJsuxFlhMTzD</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d66a5f97b28c322f90f03ecf95f7cc224155e9be</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9372">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hardcore hip hop', 'turntablism']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4b8619a416ab3c848efd0b8abf6548801f3dfa6f</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17060</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6fF9HxdiSPGCXar8svBeHS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hardcore hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.I.T.C.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5220">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">02VDCca8qyOOSY23Pog2Lp</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3fa21e64c734592ff417ca23fd98fe8b1fb642c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Jacquelines</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/916">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Bo8Afb2Qbjs4x6kJHyjle</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gigamesh</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26381</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53a65c3bea32bee25e19cba01c83d3d57bd4bcc8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">filter house</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['filter house', 'new french touch', 'nu disco']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1495">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Angie Stone</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b128023e8c83a475685b6b796c35b6db0d17e57</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hWr3AjjKOCVmWcwvuT4uM</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">339255</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/51">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'big band', 'easy listening', 'lounge', 'swing', 'vocal jazz']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6ZjFtWeHP9XN7FeKSUe80S</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bce578f0f9138f68d8868b1b7c0a2b11bffaab78</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bing Crosby</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">243507</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7865">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2c958a0182b14bd98b79b5b2be5ea79dbbd12181</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54618</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uQXG73H5lbcxVXcCHSjZ5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Transit</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative emo</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative emo', 'anthem emo', 'easycore', 'emo', 'neon pop punk', 'pop punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5683">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">181</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/834b62759d1314ba3380567a1eb205d5daf2b1fc</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55hN8EoCdHaalwjO939fkv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blue Haze</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1198">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e3dddc070b9e7ef9992fb641a3af070436ede985</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Junior Reid</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0qPUDOVD0aYR2lmCilnscs</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'lovers rock', 'modern reggae', 'old school dancehall', 'reggae', 'reggae fusion', 'roots reggae']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20997</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4866">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nLM87NFy18fHOOprTtWuS</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Jervier</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6286">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'escape room', 'hip hop', 'pop rap', 'rap', 'underground hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/df0ce0e119e1d5006ea986e27414256d85c08c50</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Earl Sweatshirt</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3A5tHz1SfngyOZM2gItYKu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">992483</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11093">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0FpWmKaOJ0eXAyYlXlJg7n</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Taylor Star Beat</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9686">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Led Zepagain</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['tribute']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">tribute</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fLUKocrN9I2D0MvL5tLsw</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64420</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c5d27e54555565d322e9b57987d230a7294ecb06</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2697">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">351120</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3HC7NcxQx2Yk0fWoRKJ0xF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jefferson Starship</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d3679ad0961a4012bea9de2a8a99434b00a6ebb</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'country rock', 'folk rock', 'hard rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'symphonic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10921">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6df73d951818187a270f69a9bfca454cb45e746f</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep vocal jazz</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hTvGUmcaZ95Pjs1avHHIS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diane Marino</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">388</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6315">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">428</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Davies</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">horror synth</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YaDmIGxP3HVcH7xvkpvSP</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['horror synth']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/108a0b2df6536c3f8c40fc8d0065d1c4f860bbb6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2594">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0tO3KaRy0ZACd8XJYT3IX2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric 'ET' Thorngren</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">122</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9413">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2NeBwEmM7I71IsGl1y6FG0</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1101</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">houston rap</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efe5f0ecde3077b951b6936ea09801826cb8710a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['houston rap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Mike</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8759">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'chillhop', 'east coast hip hop', 'hardcore hip hop', 'hip hop', 'jazz boom bap', 'jazz rap', 'turntablism']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pete Rock</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BeQqzKdlARoOd6y30kCO2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">162488</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0c38e9b4253b6e1b4c737898e3d144ac0879781</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2391">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ip3CWlgPZbQHvgJpmcGSS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german pop', 'new romantic', 'new wave', 'synthpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27162</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/460a4c7bae656bc04babb7a837e8765e7b1ec01d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Schilling</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5354">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Motors</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop', 'pub rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NsDGsuSfCM30e1JSMGeAn</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4473</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5224323e940b8d9dbc4f41d4ab02b73bcba37b67</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9984">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">roots rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3403</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Yn0AutKzKDoa0rvPyCmSe</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['roots rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rainmakers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4fdf657c4fad1a6571674ff08a13b68f87a2448</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8808">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silverchair</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'australian alternative rock', 'australian psych', 'grunge', 'nu metal', 'pop rock', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b362d7cd057ae8affb562483a0c1780172fba9f2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">627308</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4iudEcmuPlYNdbP3e1bdn1</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5094">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Pretty Poison</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Xe7UmOgczT2GMm5uK8Axu</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6650</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34a526409d74a9e6b6ec79c48a65b5ff9900e690</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5621">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gene Redding</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1DvLU2XHpGqjhe3i11nyAM</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10166">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SaD2omZ7xEjXQAkpZNCPU</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neal Schon &amp; Jan Hammer</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">209</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dd1721bf38ca0b3423252069b67389dee1fda12b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9601">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic praise', 'gospel', 'world worship', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4e06bd4eef883f5b611441638f102b37075b6fec</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ron Kenoly</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic praise</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49258</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UzGtBBwUB77l2ZI4fbfig</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9802">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blastoyz</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43809</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86499cdb8d2366550cc4ce552b9117956b15d099</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6WLP1sraOcF3Gaxp7xBa4p</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2151">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The B-52's</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">419439</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gdbcIdNypBsYNu3iiCjtN</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42b6713611a0ba1235c8c84f8ca1862fe7fa1d65</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'pop rock', 'post-punk', 'rock', 'zolo']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4339">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">205</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pPyy6IScuksXwNhL2CrIN</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gun Blaze</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea0a89af421a44a1f824460f747a406de4cc0b1a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10151">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66385</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop', 'pub rock', 'punk', 'ska', 'ska revival']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Beat</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0c79b47afe6209537d454305e74810986ad040d8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4R90PNicCsCsEoRm8XwiMS</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7475">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49504</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'cowboy western', 'folk', 'nashville sound', 'outlaw country', 'red dirt', 'roots americana', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05FEKb23HHED5ZsWmKo8kz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Joe Shaver</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b26f4a2ff6406ca984dea36dae1636ab8eccddfe</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4656">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3699d839757ae9f01d0525213143768f33315c10</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BlackHawk</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4mOt6H7OnuqLnQrm1Bboc6</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'country rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109974</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7526">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bae535f51de8a114feb21e4bce9e0b49ad9e3c6</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Z88iXWc4YVhtu1eFtsGk6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51959</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian rock', 'melodic metalcore', 'metalcore', 'post-screamo', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wolves At The Gate</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11509">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7vQLW6ivfoiTkm0q2YYOYo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4c7693f5fe7d45523122e94a5b2717c10cd153cf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vic Lewis &amp; His Orchestra</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9315">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Guru's Jazzmatazz</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a74ff538f68915448269e264fc3fa82119de20d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55450</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BhiV5JTPRMplzEuBPK6Ie</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'jazz rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11190">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7e8d2e1b799204698a1cc4f669aad5d8f252fbc7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Van Dykes</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ukAv4dLteeOA5IcKDpR2X</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3484">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3fc9d911f51ef7b08583816fab63a3916a589778</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Peter Skellern</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0PV9WCEGu2Yu89ArTqR6b6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3182</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7109">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grunge']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grunge</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6pAuTi6FXi6qFQJ1dzMXQs</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/272283152dd4314895df4b05cb9bf25fdbdf341e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kurt Cobain</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">232675</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10822">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ae8008be49cf02b1a004b953b245b5ad56843cf</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lee Morgan</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'contemporary post-bop', 'cool jazz', 'free jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz trumpet', 'soul jazz', 'vocal jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67889</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38C3okxv3fyyOIQUVPCdGX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2290">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6rqU9HQ57NYGBnBzbrY3a4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'dance rock', 'disco', 'europop', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe3b4a1cf19d63a030ffc7d7437201b38a0c6e72</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">373084</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Young</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7745">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zprAu7NrzRehc0Q0Jc7mL</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freak folk', 'philly indie', 'stomp and holler']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Man Man</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7743eaa64c6029b436fbebb035613f58bbb700e6</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49128</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freak folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7062">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian metalcore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian metalcore', 'australian post-hardcore', 'metalcore', 'post-screamo', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0u3d5PM2FuEuG5QuUdt8mT</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">188509</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c070ba5ab9b08500c05b85674173ae6d7776d2e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hands Like Houses</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9450">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The W's</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian punk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hbwBTYR4mLag3kkI6wXSV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cdddf73c4d76dd06c0584af8c1d898c4e9f13da</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian punk']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4101</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2454">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ziggy Marley &amp; The Melody Makers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">reggae</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['reggae', 'roots reggae']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Z2jmNAP2UaGa8lPpi54wD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">109873</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/173e114b07bf3ee7f1f7d6feb11b8c441fcfd1de</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10616">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SMAMPGnHmiXnIjEtwb2Qt</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roberta Flack &amp; Donny Hathaway</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1748</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d441c7dc7e8f8046ff580f0e71c185f75d929786</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3087">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a620132cb6c3d30dc06d3248dcba8b7db576d94c</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rose Royce</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">210857</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1OxJzMLmR9l5zPLap9OxuO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1950">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TPyCsRoh2tjeZLTQ2ojlj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98250</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bc3a280c958c4509f73b0c3809b1ed7543a5ef49</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Waite</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'new wave pop', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3186">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6JPBUFrfF5w5whOPk2w0kp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3aed5039c32ae9d9e717c56086c28c98ecbe380d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brainstorm</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['p funk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">p funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1494</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6683">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ani DiFranco</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138284</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0AiTwNtYX8m4uhfU7rJ8RD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/09ea6014f0f59cdead2a24f34afbd0de1ce0b0f3</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anti-folk</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anti-folk', 'buffalo ny indie', 'ectofolk', 'folk', 'folk-pop', 'lilith', 'new wave pop', 'pop rock', 'singer-songwriter']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/752">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nCi3BB41mBaMH9gfr6Su0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['baroque pop', 'metropopolis', 'modern rock', 'pop', 'pop rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37bc85c957e17d3463ae40da1c8ade6bb5ecd546</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3266743</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">fun.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">baroque pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3465">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vDV0T8sxx2ENnKXds75e5</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Booker T. &amp; the M.G.'s</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128905</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/386f66b89b4b1ca0e9b5b2d0ffce9ce3a66a7101</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues', 'classic soul', 'folk rock', 'funk', 'instrumental funk', 'memphis soul', 'soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4250">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab7cda2666d44237ef8e336c0f6ae418e56278cb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ycopvq4c51iezynsLkZc5</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">138</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sub Woofers</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7671">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3829119</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fc90ac59c4e184ca10658f3573368cec64571b1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4SsVbpTthjScTS7U2hmr1X</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Arcangel</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['latin', 'latin hip hop', 'reggaeton', 'reggaeton flow', 'trap latino', 'tropical']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">latin</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5217">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f6163e32f377bb853f5520f94ce1108506b25a68</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dwight Twilley</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">power pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['power pop', 'underground power pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5G6M0zMrYh1mOMVzp7E0OW</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1296</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6842">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'folk-pop', 'indie folk', 'indie pop', 'modern rock', 'neo mellow', 'new americana', 'seattle indie', 'stomp and holler']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Head and the Heart</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0n94vC3S9c3mb2HyNAOcjg</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/31c98c4125d3c0ae3e1d7469d138decd15abb039</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">717874</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8259">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gentledrive</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2e63d50bcd42db04113e2b3759d8de8fdb19d4d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7a0BSNjETKYyIKfYGsxAST</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1479">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ghjRm4M2vChDfTUycx0Ce</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easycore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">New Found Glory</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">494714</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e9c5a9e9563b8ccd0f9da4a192ab72b90d65321</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easycore', 'emo', 'pop punk', 'pop rock', 'post-grunge', 'skate punk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3407">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88822</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4d61e931e79596102758869b98a69eeecc223c0b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'motown', 'philly soul', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30q5mqJmdYPaKabPMytzvv</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Intruders</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/739">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Swedish House Mafia</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/07f22733e0285e6ba9e746c5a0d5be4e92f9f46d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2908846</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['big room', 'dance pop', 'edm', 'electro house', 'pop', 'progressive electro house']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">big room</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1h6Cn3P4NGzXbaXidqURXs</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5026">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Brat Pack</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dHBWze4ny2t71WZIeAbA4</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b396f6c982c0d138fbe1f286093b31eee1af246</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6622">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'edm', 'pop', 'tropical house', 'uk dance']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">86</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58ce5027edd7cb785842f8bbe9689dec4bff71ab</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HBjj22wzbscIZ9sEb5dyf</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonas Blue</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2224109</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5892">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56ddI2AjByeSuOtUyWeGUc</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1161</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brooklyn Bridge</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/54d9ef85a274bebf799d539a26fbb862cecf2d6f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5789">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32168</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shirley Horn</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3fb97e0e0dc8763465e35bbc0f055c3c31ef378</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0x9L9ChXVAf3hFOb0CbRmd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'vocal jazz']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4680">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1031</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Collage</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2X3YB3wL4fGa6cMOzHpnkT</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6575e3bab8698257e47bfeaaedca541ba007c4f9</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2669">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7J7YRBSoiXpdTmcbkKZL2C</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16368</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Honeydrippers</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d311a7873b1398a9857829d079c4bd3052cab7f6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9011">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/655ce2a5a01c8a7854e8901b199e43fdd637d0ab</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bWNI14q7GSm5FqStkTkVy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick O’Ryan</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6530">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dominican Sisters of Mary, Mother of the Eucharist</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['monastic', 'rosary']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">monastic</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kud6XIx1X9kouRwys0OIM</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3005</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/695b8ec962fbbf810bef012e610cb19898c4b11c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6114">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bc16010664d595f8f5c46bfe3f7a45b4eac7604</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The San Remo Golden Strings</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1UOBrDPKEfDqMEbcB8eUYD</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1800">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2435</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cru</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a30a3d79ee41384474d83c791df3311eff708887</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ABjqwkg5LEPICnTeoeXKf</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4509">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3gPvtMVcRsFlji02WrCvmy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dre</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6151">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eddie Rambeau</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ed7e121017725ad6f57133675c457a538871468</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vzeZ315ZAIWYRooH58Oid</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists/provenance/048d1a09/2023-11-09T20:35">
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#Provenance"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6210">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rivieras</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2327</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic garage rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic garage rock', 'doo-wop', 'surf music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a984adfaf6c949bc8e8b2814ee6ffee550d81462</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5iIxOyBhMCDCFwAYGM6B3P</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4703">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6256d022c2d8191acbdb38d3cbf03db98e7d155c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fruit De La Passion</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3yGeJgBflAaa1p0mfTvD4q</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9168">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8d3e7b0fe4bbe5ca3322299a3cc05cf98f13ac02</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56GAdBY8gUioqd7sjE1MUp</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3203</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">r&amp;b</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['r&amp;b']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3rd Storee</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6080">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1187</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Garnet Mimms</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a775e9e1a5f28afc4def5d8154193bf3cdd60b0</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">northern soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['northern soul']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZCIgBrYKaZyj4j1H0Lr4E</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10306">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4dsZ39liEpqrrqNLzkkCmi</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo-progressive']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1636</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0d94ed580523abe6ea8757d24e75e71f8de0a4de</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo-progressive</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Steve Walsh</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5235">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00LOnYkeGDHqysY5LvyiqT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87340d8f380378d5adf452e6e0ac8ffa5d8c342a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48141</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dubstep Kings</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5515">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">302</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0cad62f6563f306e87c4f138de2ddce6f443a7e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mr Big</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1TEvQqVH2KXlxDl43KcqXY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1146">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4F84IBURUo98rz4r61KF70</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1848165</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The White Stripes</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'blues-rock', 'garage rock', 'indie rock', 'modern blues rock', 'modern rock', 'permanent wave', 'punk blues', 'rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/189146ab2ecdc0263ac26a01fefa8da86195abfb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1160">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">operatic pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['operatic pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fc90f78d4e4d6db0a2593b3059a5d187360f714</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Groban</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6cXMpsP9x0SH4kFfMyVezF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">462891</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5041">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kevin Paige</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0mIEx2v1UvdaDeapwDeOEq</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">164</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fa6157df170983f19af0856450a63c779fdd4444</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1323">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/58d6a8a3e4041da328b327d289224dd6341aaed0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">600656</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Hjj68yyUPiC0HKEOigcEp</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jesse McCartney</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'neo mellow', 'pop', 'pop rock', 'post-teen pop', 'viral pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8596">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hurt</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jnoH2xrhvxUgeN2rrudHL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2eb3d416040c984232c5a37c1e3c9461ac0e761</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34354</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9872">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Z5T0Jd16A4pIkNAqehTN6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Reverse Engineers</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/60f1ecc7d73ab24b6934b0dab8ca9bcbc6caead2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/773">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">838953</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7o95ZoZt5ZYn31e9z1Hc0a</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79680e89afabb02537efec1dfc8a95cfbbc4ce52</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'folk-pop', 'neo mellow', 'pop', 'pop rock', 'post-teen pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Natasha Bedingfield</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1520">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6TZdvF1kFzwnQLgHQynzsO</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8db4b2a8a4a52ce030b8c657a6d17ea6c4aa156f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alien Ant Farm</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455547</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'funk metal', 'nu metal', 'pop punk', 'pop rock', 'post-grunge', 'rap rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10771">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7Jq6MI5lICjpWFTfIm9buj</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">moog</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c88e5afe9c273a986a337c34249ff940c295f76f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Moog Machine</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['moog']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">301</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5128">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1281</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Paul Lekakis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63970210bc34bc80a6fcca285fc71192edd15094</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hi-nrg</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hi-nrg']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5T5nmu5zNxNJHGdWMfcUkx</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5901">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f1eb6207a6582c4d2faf54fee335b6b6f3f7c93a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Magic Lanterns</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3KdjLRiBHU1Rq2NWaTH0fe</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5147">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FAkzV0YOw0EIXFhmY4RE3</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6907</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jermaine Stewart</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/968788ceede15fda206e610196917138a3d7be93</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:nodeID="N5777feca05d84cfbaee2be9dc951ddfe">
+    <rdf:first rdf:resource="https://example.com/id/artists.csv/column/image_url"/>
+    <rdf:rest rdf:resource="http://www.w3.org/1999/02/22-rdf-syntax-ns#nil"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4508">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50beed0afb74c9addeb3ac2eed20aded5bb3fa88</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">610</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Armageddon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0pper2FC30u4IeOmeH1sLa</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3077">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Desmond Child &amp; Rouge</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OMeyYmmTWLBljQJOOvwKz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4221">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">593103</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">teen pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/598877f8a6d7427cf8bbdfc1f6427d9d5d68a894</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jacob Sartorius</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6czdbISBoxGckbBX8F4m8L</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7548">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['doom metal', 'drone metal', 'louisiana metal', 'post-doom metal', 'post-metal', 'sludge metal', 'stoner metal', 'stoner rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/91679334d6f3eb9f481ad5481ab726ccca2d1eb1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eyehategod</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">doom metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50453</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BRjxpDVT56Y2G5dS3xYZS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1820">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b848eb650386e054be7c6b0da252b2d65bd6281</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'neo mellow', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UuoJfJ9UybJft7a8E6UHX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202117</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Better Than Ezra</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8671">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9a34a0b2b8d839e38841fc428ff8eb6179442044</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4898</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Terrence Howard</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5C7bl8mutzXDEMAFrhHcXt</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5851">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bebop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8c5fc8d6d70239bdf0325b2b4305096de2e88f3</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2o346NHhUAlVxl5uXBVxK7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16750</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bebop', 'big band', 'contemporary post-bop', 'cool jazz', 'hard bop', 'jazz', 'jazz funk', 'jazz saxophone', 'soul jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Cannonball Adderley Quintet</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1589">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9b5cf3448d481375b9810e32825dd90e7d2f83d8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391507</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Macy Gray</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ylR3zwA0zaapAu94fktwa</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8210">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative dance</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">143969</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b34aa9575cc4285700b6dbf33356333976b55d19</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative dance', 'dance-punk', 'dark wave', 'garage rock', 'new rave']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">She Wants Revenge</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zRt0sfxNnqI8gLR7d8gWt</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11167">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6SXXIdmS9dNJRuf1mqZizy</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rick Mims Band</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e06030040e896ce723020940a1444704735e6224</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9748">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72667</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'alternative rock', 'art pop', 'art rock', 'dance rock', 'dream pop', 'icelandic pop', 'new wave', 'new wave pop', 'post-punk']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Sugarcubes</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1224d3af9be017b1436b59980be7ae167573c03c</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1G0Xwj8mza6b03iYkVdzDP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10492">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Squire</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17402</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'canterbury scene', 'jazz fusion', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f3456227743d65cfc629549dfd50b9ac8690a961</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7G3uxJYCXXvkJJMORkc1rk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1089">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">G-Unit</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">966139</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6evKD5JWJON3qPBJtUEmtY</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a668bc3f083377ca8889e9f8273c752e0342c4e0</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2725">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3xs0LEzcPXtgNfMNcHzLIP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6035</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b1168389a1bb386a5d7ed3636e5fc9433212de95</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rockwell</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5265">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75lXk5oKF5H1xFt8euZZpn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2441</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hughes/Thrall</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b07d1848f4bdf7629193b9b016c7893c2888338</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4336">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0f5cafcec0d4a3908b644b6d219c145f3f9790d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ ReDo</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1844</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14ydUlkpIt5LKzrUWwxTpT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2854">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">607891</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dbd371b220a054a542279f499fc024044bece495</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Blondie</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'dance rock', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'pop rock', 'power pop', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4tpUmLEVLCGFr93o8hFFIB</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2313">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3783995</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic rock', 'glam rock', 'hard rock', 'metal', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KISS</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/74925968b2f76706c62bed18af92ef43241e7756</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">07XSN3sPlIlB2L2XNcTwJw</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7736">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1025117</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'modern rock', 'permanent wave', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Placebo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a4734e2013188e90ace93d208b0d916e59040a1c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6RZUqkomCmb8zCRqc9eznB</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2984">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">559822</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/78d5dbf2f02b71768400bc471356f6aabd8f0a57</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'grunge', 'hard rock', 'nu metal', 'post-grunge', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Temple Of The Dog</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0iHb0mCbqZTYeb4y9Pirrd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4748">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tito Nieves</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boogaloo', 'latin', 'latin jazz', 'mambo', 'salsa', 'tropical']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boogaloo</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0fe81f1e7ec41c0491384cd6375db49586a4f1fe</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vOycwLXdkMMzpZW04VW5m</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">428843</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5258">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">05LaJO70BgMafoQx11Hp1M</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Julian Gallagher</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8570">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/366fe209e9e781ee717bac299227d3e2013dd790</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BoOe7KEtWpXqnfs8yaj1V</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Conor Oberst and the Mystic Valley Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20363</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">omaha indie</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['omaha indie']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11090">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">eurodance</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AXX8UN3xaPrxHSqrgE3Ta</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11502</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['eurodance', 'hip house']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reel 2 Real</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55bf2c695adcd3598490ff123ea9bf130efc870d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9196">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty south rap', 'gangster rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38309</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Dayton Family</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty south rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dSUvZngAaFTx0AG9F0OLr</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7b4d72b56bec9d6e856cf6651cd0748ce2200cab</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1653">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big T</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dirty texas rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f98e01ea5da60d55cc504d9466814d1219083a5d</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DV6fhUbgeRpV2dnnNwws2</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dirty texas rap</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3185</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9569">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cocteau Twins</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative rock', 'art pop', 'art rock', 'chamber psych', 'dance rock', 'dream pop', 'ethereal wave', 'folk-pop', 'indie rock', 'melancholia', 'new wave', 'new wave pop', 'noise pop', 'post-punk', 'scottish indie', 'shoegaze', 'singer-songwriter', 'slow core', 'trip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Wabl1lPdNOeIn0SQ5A1mp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">239325</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c3d256b560f88164c5346543311b0a353c71cfd7</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8578">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5FWTu1MZdB5fjKif2rZldJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47a8a4b47282e2af12fa560902fd215f07b0ed1c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dub', 'reggae', 'roots reggae']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Easy Star All-Stars</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dub</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">94755</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2198">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19sXrFES4AcTmjb00ltKim</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mixed By: Julian Mendelsohn</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2289">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'canadian metal', 'glam metal', 'hard rock', 'rock', 'sleaze rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/949ce878cc2d336952fcb7893aa2dc7e3f316237</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slaughter</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">240418</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ibNXJiMYOPibpS9DB9Qz3</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9598">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wY6NNzF6uaVwy2rWh9Htx</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emilio</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">342</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ebeef728d5533e493d3b0ae870f68e437e273a0c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5498">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0179a5166495dfafd851d063d8559268ca050fc5</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EIJ8wiUHbgkRCt5cpRrQv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['uk house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">uk house</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27109</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Damian Lazarus</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10214">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/466a0fd8fdb98f01ead5e2366e596f52ed49362f</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'electronic', 'fourth world', 'krautrock', 'progressive rock', 'symphonic rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">142289</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1BGN1IdyiSR0ZYrkoKNchl</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tangerine Dream</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4731">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Frank</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2EDztm3AezdcJksqJx1W2C</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10096">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22151</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lords Of The New Church</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gothic rock', 'new wave']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gothic rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5JEhWD9S2znCiQRiGj2OUk</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ea2999026c5a8422b1a6363ef3448d3383bf680a</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10054">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1029</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/77e0e084392d982e97ec6a306ce7ed78b9ca0195</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">JunLIB</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5YWqyk1z2PivCOkZglulWA</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5027">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3RhQ4wZ4x4RC2oY2QeLRad</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3c36db50cfe9bfb11b5f095ae5dc1e62cafac34d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Partners In Kryme</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">312</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5777">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Lf3tvw0Rzwr38KDrShstn</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Francis Lai</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4420278bc8515facc883ec5183fcc283b4b09b68</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12302</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'easy listening', 'french soundtrack', 'lounge', 'vintage french electronic']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5665">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">763opp15PhfHpEaiVjM6m7</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53771</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1fdfda434761bb935cd0894189e203fc197e1904</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jerry Jeff Walker</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'country rock', 'folk', 'outlaw country', 'red dirt', 'roots rock', 'singer-songwriter', 'texas country', 'traditional country', 'traditional folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9623">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country dawn</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb0bea7101f97c5afa3ba00917fee676c75112a5</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9376</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tn388eKIoCPIo5roQtT41</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lari White</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country dawn', 'deep contemporary country']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4038">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5X3TuTi9OIsJXMGxPwTKM2</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62485</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9bc32aed65a058b28bacde5d49c3af63772d74f4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'bubblegum pop', 'folk rock', 'mellow gold', 'merseybeat', 'motown', 'psychedelic rock', 'rock-and-roll']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Young Rascals</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10098">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">398</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elliot Easton</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DItbcZMDgmNPU5NjtXeou</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/233cb409861a429ebdb9b24b89148e04320a1925</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10606">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11777</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sonny Terry</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76e59a7767ede90d76e1934e23383925171414f4</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66hQFpsfaFzK8UbsQofCGv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic blues', 'blues', 'country blues', 'harmonica blues', 'piedmont blues', 'traditional blues']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic blues</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/801">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8142689af93d01ad1ff00f21d09e273433857221</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2TnJ7VOpGzjtKUn0ObpEYe</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">103363</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Neon Hitch</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8914">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8c29c67967d03fe319e2ddc4cd9952ad45d9af85</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">423</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6IkgdsVcqxmyb5IayzxYm4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Povertyneck Hillbillies</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9677">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">508</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gringo's Washboard Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2DyvOMCiHg05FHhRDUbzkI</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b93537d7b876f1e1311de5e4000f1f53cbe478d3</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6301">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'electropop', 'pop', 'post-teen pop', 'viral pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7d8ddc9a374fb2f822b21fee87e63944828115e8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2361363</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">80</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74KM79TiuVKeVCqs8QtB0B</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sabrina Carpenter</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1481">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7y1GT7SdgGiFLWoktv2TSw</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a48eaa41c9b48289de4e452c863efae98e575ec5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40093</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">BBMak</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3366">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/326cdf6ac99f9ac82d882749649659e4925a36cb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kathy Dalton</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MSCiyca9Tzd7ETbHS2W4f</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6179">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4050e34db27be7436c6867025cb8835f9fee2c24</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Edd Wheeler</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">130</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5646lgm2HV2yioE8VhbzG7</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4593">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/aec6ecd03555bec13a8a0424008fc92e87e6cb70</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Koffee Brown</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo soul</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo soul', 'new jack swing', 'r&amp;b']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39600</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6HEyD6mSqQQKMVilyU31ZY</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5582">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Banzaii</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QofWX3mJY36lk37mPhxOg</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1769">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EJWNhiYbOyeUHbsS7Kp1P</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sneaker Pimps</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124564</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic', 'trip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89d0cebae2b709b51c1a6165816efa4c0e80eb7e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6362">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">248737</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/075ff5eb9d2627090d3fec104bf574f679d90182</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70gP6Ry4Uo0Yx6uzPIdaiJ</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9835">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alex Bugnon</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bDmz2qpZCbOJ4XHHYe5y1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">smooth jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14723</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['smooth jazz']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/607fb884a2316cd65dc3e4751b8ee1898d4c0f5d</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6928">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b10d9f028c78fbe7cece5d5cd53d68aae939c8ff</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'post-post-hardcore', 'post-screamo', 'screamo', 'trancecore']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">349639</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2vKiJjsgjgqIECUyYeIVvO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Crown The Empire</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7911">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rPpyefeTtPZB40uiXMxgS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Mann</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8906</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep talent show']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2db7f1b1106a640f0e2ba71d9b3b5d9d9e7ff48</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep talent show</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5587">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/55cbcd76dab88e41d2586583ca50628db193e689</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ace</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4070</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6QNkSI0c63lCTNXpHDBiqP</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/name">
+    <ns3:name>name</ns3:name>
+    <ns3:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10437">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71sDMpcZzbN4kDKnYoGT1W</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mighty Sam McClain</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soul blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59a65896604d2efb13ecf8faae2b3594601b276c</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soul blues</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16529</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2653">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">new wave pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1485892b2ceaf4e5ec47f03a5f34cee9475d3790</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18097</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murray Head</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">479Yp6DvyXoIaCssAxB4QR</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['new wave pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2459">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2748c60f4d35cb83dac6437046bb93fee1882dc8</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7wtiiuXdnWtATBrAxU9fnQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1709</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Henry Lee Summer</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'heartland rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9628">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">King Tee</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a058337b59d2835204c6a4576c86f1b951272f2</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">25565</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zCyco6JHJv7zKHbyMmsut</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop', 'west coast rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gangster rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7249">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'australian r&amp;b', 'indie jazz', 'neo r&amp;b', 'neo soul', 'shiver pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b4d55e94c5fc29aabceee6f712cb1daebfc884cb</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hiatus Kaiyote</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43JlwunhXm1oqdKyOa2Z9Y</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">294107</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10137">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0zokIKbH4c7crvZP9Xel1Y</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50733</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7ef9863e1d86a893bbc8842fe042738955075afb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Pryor</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7190">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77HU1Zb1VDIFvWKteJii0E</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">158150</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel', 'naija worship', 'world worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Israel &amp; New Breed</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/40333f339790b8c3ebce01a7affb369677fa8383</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2445">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73233</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian metal', 'christian rock', 'glam metal', 'hard rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stryper</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dc8c7aae6579be86915b60d6c3e415f06cf039c5</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6lE1ly8K8H7u8k2ej2plvv</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7219">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">iwrestledabearonce</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2eFVIT8j6TJ7pPMhZYPwti</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5992a6c4314fab332510b678b7d3d921ca8c8232</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alabama metal</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alabama metal', 'deathcore', 'mathcore', 'melodic metalcore', 'nintendocore', 'screamo']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61445</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5278">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5TYe8MT9vU4uQe9JuTgFlF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87efb0264a880893a1486e37a25733cced3575a7</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Frankie Miller</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">201</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2500">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Hill</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'soft rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rOhfAsK4uxq9OdREiQRKa</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3eda3a24428ce47643c27f3018079db84056ea34</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">102786</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9690">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro', 'miami bass', 'miami hip hop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d3e22657e5d31e42011dcbe0afe91222f9c4dab</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Poison Clan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">106fMajIkloDbzbznQHX4n</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10677</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1417">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">453110</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a8cc93d88f2da3ad4143b04596b3712ff08919a3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saliva</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5S6hjAxgxjsLylsTtMIimO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'nu metal', 'post-grunge', 'rap metal', 'rap rock', 'wrestling']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2099">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3JX6XUffN4lgNvVULyYgnD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">miami bass</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">MC Nas-D</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/38fb89a5314e6a291c45b1072c9f701c83c2c075</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['miami bass']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11356">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5we1lHb5o9tNMyo47XXWFN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Esther Satterfield</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3016">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/109701085890df443cfee8fabb0a6e3cfefae7f1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike Pinera</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7o55DoHoctCuBWn1iKvB08</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">117</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1221">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dancehall</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dancehall', 'old school dancehall', 'reggae fusion', 'riddim', 'soca']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56962</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/26118da170006d064508bc4467a7547890d294cb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5G8IlDlnPQPN4YmtJ6NDxK</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cham</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2662">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0LyfQWJT6nXafLPZqxe9Of</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">677110</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Various Artists</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8987540724d78afbf9f9249638eefcef38c0853b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2207">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41963</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f230ebd138734f847b60c59f4a896dbd6c5f592</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hi-C</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'west coast rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2tTkMu5nJLsDBAMRrDOes3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4215">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rap</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1563047</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2e5f03d6bf24353105231ecabf3253270f7f612c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3Fdm9TFJQCLmC3AWMuGExi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ugly God</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['rap', 'southern hip hop', 'trap music', 'underground hip hop', 'vapor trap']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10614">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1JHdMI7wMEirtNqMaSazJ5</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicano rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicano rap</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8867</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sleepy Malo</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/efa71fbfb6f3c04aef9d033ffd7722683a349f3c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4231">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">966459</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d7812a7e011a10c1595bb60a2724aec4e90bcd7b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'deep pop r&amp;b', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music', 'viral trap']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">K CAMP</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5bgfj5zUoWpyeVatGDjn6H</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/82">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Calboy</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/275ef2ab2bcba1ca51ce3a794d81ac53cfb36857</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">151853</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0HkcYmcjrBR3SCw9Ld5VZk</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3602">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">750</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bf69a1788209e08273ae48b7bc61cb241b07edbb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">09efpf4ONuA3Ezctd8lXza</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Susan Raye</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6245">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4vHGlaYbIEkXVVnWZodTXl</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Soul Sisters</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">385</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3192">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">090k1Fxa70NDQvkXmQBUfW</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">177</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/da5f65f3059bf7f56ed456a6b87c0d2057463ab2</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Davis Jr.</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8979">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SDxIHIJ3wvYiG22xckLKL</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Perry</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bff8f5f78a7a2863a3bd3284ed04568f4044263c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern hard rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8879</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern hard rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7834">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ynRYAGjyPDE8unsFqi6MH</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/152d9abf16dc0de773d29537ab4526722e9f8c42</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61637</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jekalyn Carr</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2052">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dwight Yoakam</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">271598</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country', 'country rock', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2sxmKe3CUrWnx7eoXMhOlW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b6a79a14b8a986f6348e8d47ab226c7531aad7da</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3034">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum pop', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c86cdc295b220401023723b4024375bbb16a0273</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3pbKylceBTiUa0fZk4J4sJ</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert John</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5002</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/868">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7230</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reeve Carney</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d0902a589bc58d44234dead157d392c3ed459c51</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7qDUWeBzKcDnh15yhYBf2U</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8791">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5UVftEhSsIg0kkXlmfhB6M</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79302</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hot Hot Heat</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian rock', 'dance-punk', 'garage rock', 'indie pop', 'indie rock', 'modern rock', 'new rave', 'victoria bc indie']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/004a761a7c2ca8f6dcbfa4e71b00baa03b5a4624</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8256">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a128bcadab82129cc0fb598ddff772dd3cf0198</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75457</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6XjXff8FNS5CqpF8dVAtoo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">metalcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Destroy Rebuild Until God Shows</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['metalcore', 'pixie', 'screamo', 'trancecore']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11484">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8214a131c440d1506158dcd545c07aad378c5776</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6DknUj0b4KnBS5ucwpRdGz</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">John Stephan</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5679">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hfcSstwnyuBoek1dQwLkG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cymande</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71808</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d8c59504d001316fc2c272f64097c76d37e9e77</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'afropop', 'classic soul', 'funk', 'indie jazz', 'jazz funk', 'soul', 'world']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10320">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'hard rock', 'modern blues', 'psychedelic rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rory Gallagher</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/21b6038f8a9c8f39f66a23b6ddbd33fc65e8fb24</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1kcWyDvrlPUbyxkIoM6pAV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">170948</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2841">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/febd6c66f55ff7763d81c6effcbf2d750271f733</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Ballroom Thieves</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'deep new americana', 'folk-pop', 'indie folk', 'indiecoustica', 'new americana', 'new england americana', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32334</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7kZBQcHbD4IKKEJIMnrRWC</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7461">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Slaine</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31721</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boston hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1z1ctFe6fCr5aZnCGKt6rN</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42e99b2c30017fb595bbc88a8c775a8b7f18f586</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boston hip hop', 'underground rap']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3565">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">776Uo845nYHJpNaStv1Ds4</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimi Hendrix</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'hard rock', 'psychedelic rock', 'rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/14ce65949a921e76421a0164c17f9ebe0a8d76e8</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3460844</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8444">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">idol</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14609</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/02a3ba3a49d0efcb3498fc10f8ab7b254e466a4f</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Allison Iraheta</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48E5csclQ92SrzSRQmEeC4</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['idol']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6384">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative r&amp;b</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">651842</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a57c9bb905d0ce22c352499f0de05b85d6f89166</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative r&amp;b', 'escape room', 'lgbtq+ hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Internet</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GN9PivdemQRKjDt4z5Zv8</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/631">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1INuLZXjjVbcJRyWvD1iSq</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">australian pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack &amp; Jack</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6e561f4adac8b73e4aea7c67cf3f968cc1b42d40</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1002708</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['australian pop', 'dance pop', 'pop', 'post-teen pop', 'teen pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3748">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12840</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['coverchill']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">coverchill</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b1ac469c0cc76d03fa4f93e8550e6ab215cbb89</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The O'Neill Brothers Group</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cylxW7HGdK9xMdubw2oYW</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/88">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">81</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ella Mai</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1955512</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/575a623d09d4b40a0c1e956ced7e7b0378e0e58a</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7HkdQ0gt53LP4zmHsL0nap</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'pop rap', 'r&amp;b', 'uk contemporary r&amp;b']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10917">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bossa nova</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c350d5e7088c61ed4bfd746591f359a96d749f0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21071</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XOVABzceOUTbR3iEz0ImO</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bossa nova', 'cool jazz', 'exotica', 'jazz funk', 'jazz vibraphone', 'latin jazz', 'lounge', 'mambo', 'soul jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cal Tjader</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8423">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">366364</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tierra Cali</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/beedcfd2ce84292c16a0e6a3f476adeb14e80f57</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JqzwqRUOCEHeIVRDWG5Jv</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'duranguense', 'grupera', 'norteno', 'regional mexican']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9364">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lisa Gerrard</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bow pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88513</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3C4MmUJYQN9svNdedAR2BK</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e9210a0a99eab042304456351ea0bd97a8788fe5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bow pop', 'ethereal wave', 'neoclassical', 'oceania soundtrack']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7260">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Casey J</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary gospel</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1c847716a9edaa0c88f8ac671dec7a81cd3a9e7b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0B0NzcRnTARbZc83a34cDd</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37666</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary gospel']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8485">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vedera</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'lilith']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1edf102923bbae29678b4053d7238b56d53781a5</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13s3CA5chKKPo7sXja8fLO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2951</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8013">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">House of Heroes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77JuhnpOBW0tatc1nJg6qB</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian punk', 'christian rock', 'columbus ohio indie', 'dreamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28521</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/89d90aad9401377f7d81c1a0382b2a984e33bd69</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/903">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5fae108dc2929aad680ee95fe082816767ef2838</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Blunt</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1966757</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7KMqksf0UMdyA0UCf4R3ux</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop', 'pop rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5708">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2HDAQ8NTHMQnQR6N5Rnde6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39b805ba6f679eb92f02e95183c792b68cd881bd</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony Kaye</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">391</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/504">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ccbbf5f1d3023fd27ddbb84872853148f12e5687</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2wIVse2owClT7go1WT98tk</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1117696</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'hip hop', 'hip pop', 'pop', 'pop rap', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Missy Elliott</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8926">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/334f03a4ab7ade65b9c9a6bad66dac8616f02f92</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fandom Dance Crew</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40eFQCvXqWi6vdTXDWAJmI</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">184</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6782">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">downtempo</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3193625</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['downtempo', 'dream pop', 'indietronica', 'pop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The xx</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/922163afa546eca372c27be4513a481de06e9481</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3iOvXCl6edW5Um0fXEBRXy</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8592">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian rock', 'dreamo', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a78f8d189c39b392da0301550a935bfe917a8330</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eJA8CZoXCETi9axIfBFGT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">As Cities Burn</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31180</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3209">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4apX9tIeHb85yPyy4F6FJG</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79792</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5f800766c7ad21867845c182502c73bf35ba36b1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wild Cherry</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9705">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18MRoPbxu2Z2RwBJFt1OI6</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Coby Brown</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f2b9d0f35301f53c81819a0a6538a074270499d0</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">388</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4556">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country gospel', 'country road', 'country rock', 'nashville sound', 'outlaw country', 'texas country', 'traditional country']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mark Chesnutt</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">285002</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/29bd6aebb0efa5c8ef97f1ec9f22d0ed87d7afb1</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2cNV8vNe2fPFf6OfGOBbSS</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/788">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0oBEeN6BCxEgMogzThqrPf</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">653738</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9262e44f60c7095fad0971bb46aa8653fad296ed</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big &amp; Rich</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10651">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Edwin Hawkins Singers</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/330b771a58359ac41a4e8b2eb1bf49baa4dffcce</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">399</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5nPvc48mncwwQL5YjcrfL0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5523">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108283</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MAvx5yzdhylg2ztJC3MD3</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robin Trower</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'british blues', 'classic rock', 'electric blues', 'hard rock', 'modern blues', 'psychedelic rock', 'rock', 'southern rock']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/675711cafbeb4b5262d5c01f516b51a55b7f5f93</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6519">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rend Collective</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">279052</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11Y54BxlxC3UIAUkU2eadQ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/553f090d7c2a93684f8ff69243a5e3db92d8dc40</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'indiecoustica', 'uk worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8545">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">grupera</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alicia Villarreal</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Hf2g14O2TP25JUNZuvIgn</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a1bcba40a44e7dc30d85d7d00265c638f2d13092</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">283131</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['grupera', 'latin', 'latin pop', 'ranchera', 'regional mexican', 'tejano']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4918">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2075</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2uZuSdsqqPO50CLGpB1Q7H</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/daa4bada799d0ac9c5bc92d216143622c0751d99</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dan Baird and Homemade Sin</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4985">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cb66f91dc65f5887cf27d0e37028558e6119c1be</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yasmin</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7IbsFegBehggX6b3n7YBnQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4817">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">153</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tammy Lucas</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47PW7jNEh3qCVQWq4rsrmP</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3321">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Main Ingredient</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85779</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6vuD08WKtmp1yc7kQx1rBm</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ec163d32cabb18044284c5287b8107f7c1410b4c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul', 'disco', 'funk', 'jazz funk', 'motown', 'quiet storm', 'soul', 'southern soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2210">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vanilla Ice</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GXXMm3DB1VswVcuGyInUd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip house', 'miami hip hop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218035</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip house</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/13ce9c64587f0ae64addcf03e7ba9f0549470541</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2121">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Eric Clapton</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PAt558ZEZl0DmdXlnjMgD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4848283fa07f0846bd312fa9d49dae7ef6da3fff</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2905049</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'blues-rock', 'classic rock', 'electric blues', 'mellow gold', 'rock', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/image_url">
+    <ns3:name>image_url</ns3:name>
+    <ns3:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8706">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2794494e4332f723854bff4417bab60d2c4317ab</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'ectofolk', 'folk-pop', 'lilith']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Priscilla Ahn</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5oU0tZlItLctcLOQPS3mCy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84451</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2623">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15760</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jennifer Holliday</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">quiet storm</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d318b9d824695f4c275aa81bff8bf2d9a92d1dc1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2ju2ZxMe9yBOnt1MkWo32t</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['quiet storm', 'urban contemporary']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4067">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british invasion']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GYdSOyUNp70L6kXepVAzJ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">353</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ian Whitcomb</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36b793a0e2f06ca9bd7d86f2fa56e67ad81aa08b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british invasion</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/464">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">75</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6T5tfhQCknKG4UnH90qGnz</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/574b498747261e65fc6b17ab48981a1f664c4078</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DNCE</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'pop', 'post-teen pop', 'uk pop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2577705</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2915">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Debra Laws</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9619</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/87ee744167fce8295f880de447bd9433ae6b699f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6iA5wBxxMxUMr9a4fnJd34</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6983">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">emo</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Saosin</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['emo', 'metalcore', 'pop punk', 'post-hardcore', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f005f88cc2268338fdb96bd80d0a1a4043d943e</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">244695</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1NUOfvAhA9AvsF1ISMkgHX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9061">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">401154</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/49f733cda81b3fd1a4646ca45e3920ff60486607</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3jc496ljiyrS3ECrD7QiqL</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">flamenco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['flamenco', 'rumba', 'world']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gipsy Kings</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9076">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'garage rock', 'punk blues']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5QPNEMldc8k1g5hT54PCWg</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42612</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Von Bondies</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4057e8a2f79b41214f613260110fbcd4399dd67b</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8152">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6CQrZZn0g2ZNfIcXbi4pdo</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk-pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk-pop', 'indie folk', 'new americana', 'stomp and holler']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46246</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mason Jennings</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3f5c234096fbb1f21af70419154d65a4a3243e79</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/61">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4cd9e7bb3695a0989bfc3bad7cc6fb9a533a19cc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5fMUXHkw8R8eOP2RNVYEZX</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bmore</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bmore', 'edm', 'moombahton', 'ninja', 'pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2035382</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Diplo</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1674">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bubblegum dance', 'dance pop', 'eurodance', 'europop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6c13358d58ba88ecc7b751e066843582c62345e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">68</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bubblegum dance</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0cwmNvclzPd8mQnoHuIksj</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">174930</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vengaboys</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6226">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4VEgAOOU9Y5qfvCgQ1ktUo</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Bouquets</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5807">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5q9nLsvWwbSUW1kRyhZLAx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45526</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">41</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spirit</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9c52894f49749a051af4b08f0a7cf09b508a6f25</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'canterbury scene', 'classic rock', 'folk rock', 'psychedelic rock', 'symphonic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5208">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11BYW3vEY2JVkKf2yHzM0E</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8f0943e1f8abe3f5ae2b65097d714c56df281a58</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Professionals</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9266">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Buitres De Culiacan Sinaloa</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455243</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'deep regional mexican', 'grupera', 'norteno', 'regional mexican', 'regional mexican pop']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">535ap2f16rTOKTMPTkvbGB</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d01dba8040aedcdae4709fb4c24330744a90fb8b</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4519">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1efrXlPhLKv7PvgUxVcqIS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Emerson Drive</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139827</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alberta country</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6dfb6e302e5b0a07b36fed7e2bfb54ce7500a2ea</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alberta country', 'canadian contemporary country', 'canadian country', 'contemporary country', 'country', 'country road', 'modern country rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2957">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic canadian rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic canadian rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Kings</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ca8c6920354ad0ef8b57eea6051841ebf2ae108</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3827</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6555ocN2C4hPD1wntJtEZK</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">34</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6555">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">491122</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'christian alternative rock', 'christian rock', 'nu metal', 'post-grunge', 'rap rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Red</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">01crEa9G3pNpXZ5m7wuHOk</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d2714cccc35da3a789406dfdeeaeee9eabb78d50</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6067">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/53a3db99379cf8bc12fb1cfb7c254db8c673430f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WKCi6dbtPIPiUzqSJWKRn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6080</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['memphis soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">memphis soul</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mable John</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8869">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['blues-rock', 'electric blues', 'modern blues', 'modern blues rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5rX1EodZfwxmW4fQX2Caot</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a90054f0e58b61f550024b720bde3dc5e3959cea</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jonny Lang</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">144867</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">blues-rock</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2234">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9739ff6a7e39652752cdbb6999f8287b41a57bfd</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4BXEQU7tFguuDwDECletjd</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Troy Newman</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/665">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The 1975</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3395560</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3mIj9lX2MWuHmhNCA7LSCW</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a3d6828ab99babae5669e621d0b7fe63fa37a3d</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">82</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern alternative rock', 'nu gaze', 'pop', 'shiver pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3292">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1ly64YnenXb6YiMVsW4lAL</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Gary Toms Empire</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39754ba83d6b7dec7811ae343deed69f7de3d758</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3339">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fe9b81e113fda9e9594c1be350add321d8eaffea</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">George McCrae</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'motown', 'post-disco']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6oV3BNm1Gj2GGgpYknc5TN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55170</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4670">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11693</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3b2895dc9fbcfd2ca7bd1c46382cd91ce9f6dd47</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tatyana Ali</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4ZYkqq2f8wA9vkV4iQIo4C</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4326">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">73871</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ee65e36f017afd6a2a218ed6fc92354a958e740a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco house']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco house</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0q8J3Yj810t5cpAYEJ7gxt</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Duck Sauce</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6886">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Isaiah Rashad</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip hop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6aaMZ3fcfLv4tEbmY7bjRM</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">69</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">573749</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3d0d289d82edbfc2f889cfd5b766fc483dc25f4e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2810">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Joe Jackson</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb8fd83e52d0aacb2695f151a80eb4c383448376</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic uk pop', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'permanent wave', 'power pop', 'pub rock', 'rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">163491</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KOqPxwfNAmZPkiCnDE9yT</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8387">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['easy listening', 'light music']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6v6ptyZ7vEeb2bPtbZ4Y8i</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b4972a23dd2412fda5c804fdbe21374be421c16</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Robert Farnon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">easy listening</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">393</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9016">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d1b1eb1168c80abc1fe60f0a3dd8607a40f02911</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Elvis Costello &amp; The Imposters</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21601</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2GfwNBU0jeY3MkaxjkoZzo</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/392">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2WoVwexZuODvclzULjPQtm</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d099ce41ede99d25056f98f2a11cd422bab834fc</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie r&amp;b</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sampha</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie r&amp;b']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">372230</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2478">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284811</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2rc78XDH9zuJP6bm78lU8Z</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Derek &amp; The Dominos</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cfec75171b6394ae543eb906e86e4d50cbafd9dc</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues', 'blues-rock', 'british blues', 'classic rock', 'country rock', 'electric blues', 'folk rock', 'hard rock', 'jam band', 'mellow gold', 'psychedelic rock', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8705">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance-punk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7fdddb44559c1b0f3ea41b274c039deeee1305ef</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance-punk', 'garage rock', 'indie pop', 'indie rock', 'modern rock', 'punk blues', 'rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Li0eIWeMeWcOOWpImcG9H</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">128616</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Albert Hammond, Jr.</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2157">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Troop</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">208451</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/17556436d79b8436894d2bdcf2a8214c27e7bce9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'funk', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r7mGejWrGSxheAYEIfSwI</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10046">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b52c1d09b0fb64ab4a88b84f3166dc5886826be1</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electronic</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">275621</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electronic', 'laboratorio', 'new romantic', 'vintage french electronic']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MhLmv7GgyjbxGqiIGasvT</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jean-Michel Jarre</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6198">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['beach music', 'rhythm and blues', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Washington</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29afta7TiMlvY1fkgaFJcH</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">beach music</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3365</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5bc5a6363d5d991919c88e171dd66e3a27f0684c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2273">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nick Batt</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1VOvPysGbgHhsfKA6NaKnl</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10772">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Silk</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xnxrqneR4R1m7SsBuRI3Y</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/972e9f7f4170bdce52efa4fb1a991879989c3002</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2250">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'minneapolis sound', 'new jack swing', 'post-disco', 'quiet storm', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9037cc1484a61228048ae926550b68e012a5674d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alexander O'Neal</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">047D9GgqEzyMoULd2oKr7G</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">146733</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9281">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4bRWWTMAx1EHa8QRhdHMcd</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">D.O. Gibson</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f8020bcca2e13cdbd2aa2c1855bb9e9e7ca2fddf</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9007">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Donnas</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">candy pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70104</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['candy pop', 'power-pop punk']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e7ab2a829395e4468c0224cd1ccb9db8d68746a0</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2c0qomdZabcCyqTZ5M9msd</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1130">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Spice Girls</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0uq5PttqEjj3IH1bzwcrXF</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1400355</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19734cdc70263d6c2bb1bf31199a68b9fe5cae10</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance pop', 'europop', 'girl group', 'pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance pop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4186">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c963b6ac59112e4e93ad270dc830eee9d596abc3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36764</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmie Allen</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">147nKr9upHZSSxqCzh9j7c</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1893">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yavahn</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/22ddcbcb5e3115483ec928e39ec72d5c01d123cf</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1HEfw6pgCvxu2wuU7G5Vpi</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3979">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">199</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BuGAHN3dgrxC9vAvdRRoQ</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ab2c8869d971fdd247165863f3298c776e5a678d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Colder</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/558">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['modern blues rock', 'modern hard rock', 'rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4NpFxQe2UvRCAjto3JqlSl</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/16780bbba1dac8ee13f1023bbdafe6f7a6cb6f2e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greta Van Fleet</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">960473</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">modern blues rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2629">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4JCt4xrbbBB9blkKwNlcJ7</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Evelyn "Champagne" King</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'minneapolis sound', 'motown', 'post-disco', 'quiet storm', 'soul']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">145611</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ba82f04f999be25395ee804c99bda6e00a7e9514</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10271">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2BbwJ8VxAFpJiFr7EHvcCW</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Roches</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'singer-songwriter']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/721809438287775e8d9c8d01deb97d4499074ba3</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10152</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5345">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">southern rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rossington Collins Band</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20096</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22vadBKWnw6sLJPML2MdKi</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0a52e4924c8c73823233f9f8a63c1e71a8bb2347</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['southern rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7232">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55537</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d72a880f597b68214233cfa33b209f49f888593</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1aK2PiGHyEgc4wAIKQzMj2</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I The Mighty</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bay area indie', 'pop emo', 'post-screamo', 'progressive post-hardcore', 'screamo']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bay area indie</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9808">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7ztOMNgBL5L3BvvlGQivUY</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/36816b04882badc89a48311f5ef0450a9a326e71</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Timur Mynbaev</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6248">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Allan Davies Singers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/19a744efb9aa0a3d9d903b5472fe0371e13b385e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7lbHFCLPIagwkikptY3kzb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6155">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">James Phelps</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3MJ1dGVIWaBiSTZmbMY6ao</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/665d75068d7d0c612e23ffc226a14784f9345d13</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10409">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66ql71jWhtEZXYKcCT611I</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soul</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Controllers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e693175c99ce19c0de44a7f111648f6d154bb67d</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soul']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6145">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/485ed93f3823f7e01fee85866514a170bd410fe3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15405</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nYTjfJFNic9m83TROYHUS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Duprees</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'doo-wop', 'rhythm and blues']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3853">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3J11x63maeBtbx8zXgzftQ</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3577</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">motown</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shorty Long</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6a1659624572506d4c8822d96334eae4e9b021c5</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['motown']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2857">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'new wave pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">18941</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1n2LWYgwtGp7EzDapUoniE</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tommy Tutone</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/48213fd9aae6a6c22ac3411ddd099f4abe432216</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4811">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">099tLNCZZvtjC7myKD0mFp</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fd61510dc68309087e06154abf9b097a454e3ce1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'boom bap', 'east coast hip hop', 'gangster rap', 'hardcore hip hop', 'hip hop', 'old school hip hop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kool G Rap</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">113931</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8339">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14113</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Laura Bell Bundy</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">32bisvV1h0yF3PeKmWI6sj</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['broadway', 'country dawn', 'hollywood', 'show tunes']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">broadway</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/47f4d2617808f40ce2df90be076a3e83cafe900f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1957">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">827760</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'dance rock', 'mellow gold', 'new romantic', 'new wave', 'new wave pop', 'rock', 'scottish new wave', 'soft rock', 'synthpop']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Simple Minds</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6hN9F0iuULZYWXppob22Aj</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/69a194090f15c5f91817ae0b7cc382965a4e4510</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6919">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'danish metal', 'nu metal', 'post-grunge']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/781539dcbee7f7d0186070c75957a0acd35dd7b9</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Volbeat</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0L5fC7Ogm2YwgqVCRcF1bT</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">78</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1308091</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8281">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NEGRO DUB</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">183</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65VS702SIPGgTpWgTQupMA</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/558267a85452a8f8d8df9cdb7f7141797f21136e</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11150">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jodie Brooke Wilson</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">287</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rPdCPNOtXlaQa2RXn4d9m</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c78f74d8c11754ff86d8cf351dee20628118d103</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4853">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Billy Lawrence</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9cd9bd392be2cd09e34daadc0c08216caf7c8ac1</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42KMYiOVFRmpchRSqBdW2N</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">480</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1815">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28158</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop', 'lilith']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luscious Jackson</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/50dc852633c5903cda783fd5f00ce6ee0266cc9d</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EcRE2Nnqg2spdn2otakhg</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10427">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/292aa67019a409bdb2dc17457bc8b882cfd83b6d</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Phillip McCann</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british brass band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6EbwambONMhZxZwzeHkHMS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british brass band']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5541">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tAZiRwgbKzsYzIv4zNApN</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">135</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f93bd2d771f0699ea4aed9ffb62a1680d05bac40</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Easy Street</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9129">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26867</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5S0AJvE9NB1kGrXRfYh690</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Daniel Lanois</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb7f8cd1cc1a85932b16887fba5e7f5a9c552623</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['melancholia']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">melancholia</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9691">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ebm</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">35017</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ebm', 'electro-industrial', 'experimental', 'industrial', 'industrial metal', 'industrial rock']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7FfAD7EYZbQ7aHPy9ujduD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b735b003bf0dea516c4182f346a97d5a06f02e9e</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">My Life With The Thrill Kill Kult</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2295">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">soft rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36762</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0ae2d0eb33b4fa52573983e7b2c3659b63fb3269</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glenn Medeiros</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bByarMN8ryEFQsRo6iCUN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6820">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">318860</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0bb008b9926d05a6e9b37b2694412afd0a6c96a4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'contemporary country', 'country', 'country road', 'modern country rock', 'post-grunge', 'redneck']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Aaron Lewis</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2t2XKfWKLXpFIjFwy1K8wx</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3019">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1473</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d719df99fa23f3a72ec7e00870be15b380aa140</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">77vFMS6JGC1VvpBh60OCRr</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tom Johnston</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8172">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Every Avenue</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1IpSmgcN9F3KNa7j9JtAE4</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105820</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative pop rock', 'neon pop punk', 'pop emo', 'pop punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative pop rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7c30c47688da8bf557a787d85f13a8cb0cc556e6</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3847">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YqGsKpdixxSVgpfaL2AEQ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['art rock', 'blues-rock', 'british blues', 'british invasion', 'bubblegum pop', 'classic rock', 'classic uk pop', 'folk rock', 'freakbeat', 'merseybeat', 'protopunk', 'psychedelic rock', 'pub rock', 'rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">art rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c60674ffc4b94efe99f46196cb1aeaf5bb60956e</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Small Faces</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">165691</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9269">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chicago rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2011</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/778fa268a9f36ad2fa051f70c65367b2a18780ea</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7eDMqI53WDuBtLPdBe0a9a</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Snypaz</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chicago rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4207">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">451</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/45b63453ac82a0fa999ea211df02b94f4e8b8f0a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2xuavSHRMQ6dIyDjiFr8cu</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3 Dope Brothas</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5289">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0MwVtoHVOeRL4Ab5xt7Nmt</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Glass Moon</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">160</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b792100430fb061f743a37078a4d61613e374beb</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9587">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8a4727a4e2b66e30b03ed4616b99a30acf3fdbb3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">For Squirrels</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gainesville indie</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5MlwvORPxNWGaSiHe4xuo3</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1170</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gainesville indie']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1570">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1209</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Ql3HGIJWxuEjDpDkXfduq</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Roy Ayres</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1231">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2439ee3f609c4039a544a4505d7294f3240a290d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">129609</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">afrobeat</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Meters</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2JRvXPGWiINrnJljNJhG5s</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['afrobeat', 'classic soul', 'funk', 'jazz funk', 'new orleans funk', 'soul', 'southern soul']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10842">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5ukRxzaJiJLe6khkJeIHOn</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4410</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['british soundtrack', 'soundtrack']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2d28f6f562d5b221d29794b50a151148250b2b51</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Martin Phipps</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">british soundtrack</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6104">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jump blues</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jimmy McCracklin</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jump blues', 'piano blues', 'rhythm and blues', 'soul blues', 'southern soul']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2905</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/42e09b9dc35d0a42ad15fe5c4c87ef3df570a1e3</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58CohJpaPmE4H0fXEAnt4i</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4178">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Orlons</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d02d513af8098aa3d66ecdd3532467c0cb9bbee1</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">8453</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'classic girl group', 'doo-wop', 'rhythm and blues']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7JSIM5U7TZym5M3Q1AFG80</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11222">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52a914d70672ba74bb82ab8380387d225f32b1ae</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7tOVsn5zFgDdFoZRNjNEZY</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fruit De La Passion</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2287">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1fvz0vd4P0LNMkAysF1ivk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">50</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">263176</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'hip pop', 'new jack swing', 'quiet storm', 'r&amp;b', 'urban contemporary']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Al B. Sure!</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d882ad6c6ed1dd29f8b05fda01d2b4f39ecc01c3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5070">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2014 Chart Mogul</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0YmUxMAKg83hAeu94a59wP</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5b67832b3a28111de649b345e0f0c8c36728380c</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">20</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4305">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e69f75aec66e9cf11c643fba30425b0d1e5d8b7a</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['indie pop rap', 'soul flow']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zuG3w1Zgeou53fb3Vu3bO</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59980</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Outasight</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">indie pop rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8860">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Army Of Anyone</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sWV6JDlCwRVNPeGk4p51c</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/897d2909bcc2c8104c923d8cc8a5bb2d3510c45c</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7491</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists.csv/column/artist_type">
+    <ns3:name>artist_type</ns3:name>
+    <ns3:datatype rdf:resource="http://www.w3.org/2001/XMLSchema#string"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/25">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5 Seconds of Summer</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">boy band</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Rl15oVamLq7FbSb0NNBNy</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5067310</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['boy band', 'dance pop', 'pop', 'post-teen pop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/81f45e1c43d961f38e0885e79db547b86d25d101</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7473">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7AOnWmJMO4J13SlaNq5Zj9</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9914b8f9e32a536c12bfea3373d58af31a17e2fe</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Micky &amp; The Motorcars</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19452</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['outlaw country', 'red dirt', 'texas country']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">outlaw country</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2112">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XDOHFgZoRPljL3nSeYJtJ</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill Appleberry</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7670">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">140712</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">William McDowell</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2db461ae779852d404dd3ea4a74dd4a5823524ab</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6PTGRlwNbg36Mu4boWlixN</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/734">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1911</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">GoonRock</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9fa64f5263a08bc5a3f6f13cf5b38e8f8bab98ed</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">53sIBaVjXQhfH89Vu6nEGh</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2797">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">087ESelnMG9z8BeaYR6UcD</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Emerald Express</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5533">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4afbe7ae4b0a667b62ba9a903db0896e8ace08e9</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">00nOM3ZEuz8vQmmFlYOfaG</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Rowans</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4892">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">funk</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0G7OYsWptjRzVFT1AxP8TS</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290549</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['funk', 'neo soul', 'new jack swing', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd705640f976ccefee0cf9c4d0d158bb4dfc254a</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Levert</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6810">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Original Television Cast of Hairspray LIVE!</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ae3b7db4c8a9e8f4f49e480dcbb845a753983993</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5F43Eaiax9zqJkkFQ4nwjE</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4255</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4055">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">08Lo1LUP9sCEWm58t38SqP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2945</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Challengers</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/39d1e6e06b211690a90d2962a667cf19e654f6f2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['surf music']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">surf music</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7697">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33826</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/63714dbcb9d4c00f5ccd11d3871fe70d4a8c395e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5l5JD2LJPnIoVeco82Tk4q</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Huey Mack</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep underground hip hop', 'indie pop rap']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep underground hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3953">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Little Charles &amp; The Sidewinders</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/4a479237c5f6349fe909dcfafd283640fd21acd2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Es1k6Knq3WA0FEkaNnM6Y</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6436">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Glitch Mob</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/62c51780ebf3c73f67b7f37f55fb489d1cc5c677</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">455704</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3a9qv6NLHnsVxJUtKOMHvD</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['edm', 'electro house', 'glitch', 'glitch hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">edm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2351">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a57b7918734d59803286eee4fd95222fcbd52c2</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['freestyle']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">freestyle</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1uggROm4jK7AfATvau6ATx</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Dino</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">706</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8991">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2590</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">pop nacional</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seakret</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['pop nacional']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9955404afd8e84e3715022a242569aa20e31ccfe</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6tRBlIPvgIrWAJc93ppbag</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2552">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jeff Lorber</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jazz funk', 'jazz fusion', 'smooth jazz']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9ba1621052d74063a9145b969beedb10cabc7f69</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SaH16LT1AWVsBU8AKY4HN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jazz funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">37873</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/95">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">93612</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3CbYyyd8wH3RT6t0jwpdzC</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Murda Beatz</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/148940b6347ae633109cf0767e1b5c42cf61b95f</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7484">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian hardcore', 'christian metal', 'christian rock', 'melodic metalcore', 'metalcore']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian hardcore</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">War Of Ages</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4s407eN0H9FQyRMc1n3Spx</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46362</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d72f126ece8d63ebd43a5ca341789d1a8d354939</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6039">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4efAr1aFhO4Y4EDHDZhN2f</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6f980966328d849fe70d1d0eda428d48e9cabfb1</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Baby Ray</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">9</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5590">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5pIuhQWZ3S55Y46wQMPrjh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The First Class</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b729e419544178b09a2457b1dd7afe263431230c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1118">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3BeKHKMrAmeL5GkGQKNiFX</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2575</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff06ca25080a9748b521618af431b425977179c7</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">I-15</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1819">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'lgbtq+ hip hop']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff4eabfc6691a25a8b43782e80a0ba0781f09a68</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0VbIlorLz3I5SEtIsc5vAr</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10935</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Queen Pen</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7775">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6682</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Fight Or Flight</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f482e80d073cd3edeed774966c2ef699e88bbc72</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4KPwr7woJJBnM4r0pXaJH7</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10738">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/99cc519b66f2e9948e5b4ef3586b3fa9e8006eab</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['avant-garde jazz', 'free improvisation', 'jazz saxophone']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">avant-garde jazz</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">902</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Oliver Lake</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3y58dknRdBENZ8oVErWu9B</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1549">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/390d5b9a36a5a04f166dd2612f12b256c4167a73</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">neo mellow</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Vertical Horizon</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">228103</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['neo mellow', 'pop rock', 'post-grunge']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6Hizgjo92FnMp8wGaRUNTn</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10189">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">19990</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic soundtrack</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4jF9GaNGCGBeu2nKqFZ1K0</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/616ed99541d998b4f2c7d6db9ccc428bb3267fe7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic soundtrack', 'scorecore', 'soundtrack', 'theme', 'video game music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Basil Poledouris</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5808">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alive and Kicking</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4Xfrrm7WP8E4cnbailblfS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3101">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">295091</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'classic rock', 'classic uk pop', 'dance rock', 'folk rock', 'glam rock', 'mellow gold', 'rock', 'singer-songwriter', 'soft rock', 'symphonic rock', 'yacht rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6i6WlGzQtXtz7GcC5H5st5</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bd85e05d8bb8ad24515a232174cbe20925048566</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10cc</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9575">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Alun Francis</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/06355bdc8daedff8419c43bd43fb985fa672113e</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FPGBd5AHHYtXZZfxuoVKN</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4268">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ameritz Karaoke Planet</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/faa77e72a721079fec9d742a79c867a6c443f517</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">karaoke</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10XUlQtxGQTJAPJlRN5aF0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['karaoke']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3060">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/43a409bed7861a72f9c6aa952f056c3602726af2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7GPNaPWw3STF8NYp39pd8G</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27349</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Amii Stewart</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'hi-nrg']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6728">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">bluegrass</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66351</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Thile</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1dyGPAYZZHHW6WIqwKN5QF</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d10eb42943c8e827f81377971e62fc5d0acc48cb</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['bluegrass', 'classical mandolin', 'progressive bluegrass']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11041">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d009330f69ceda7a90e469e054126c9fd790b4f1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2493</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">31NJDSG3JJ4oZ978LICSGi</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Thunder</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">30</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6962">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ca618f338eefb15fa53da50733107110b660b75f</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1060557</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'grupera', 'latin', 'latin pop', 'norteno', 'ranchera', 'regional mexican', 'tejano']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Intocable</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108moq3rq6bm1M4Ypz0J02</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/154">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1524725</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'toronto rap', 'trap music']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7rkW85dBwwrJtlHRDkJDAC</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian hip hop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">NAV</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/819c7e7c7126e367b35ff23e0653b1779069128f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2675">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">a cappella</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/52705234c1cc2a1b07f70128aa189e8aab8be650</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['a cappella', 'adult standards', 'vocal jazz']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Manhattan Transfer</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2dogRElUKV20C2khRHqjRc</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45000</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3085">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/152064c2e917f680892d3a0a354e461b93941036</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">39</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">947</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marshall Hain</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0bUGoPJdCrDnuIQNLxsnBb</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic uk pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic uk pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8428">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electropop', 'folk-pop', 'indie pop', 'la indie']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">the bird and the bee</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">65XA3lk0aG9XejO8y37jjD</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">127388</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/10d062eb0a283feecc4894d2f11d44bb5d7bdbd0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electropop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3333">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">folk</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42q4Ivs7tAiCZ5C7eG5q4c</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">139458</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Harry Chapin</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e6d50985d563fcef497ad79afe1a898942a2ebdc</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['folk', 'folk rock', 'mellow gold', 'singer-songwriter', 'soft rock', 'traditional folk']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10665">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/880b026a2f580183e157a01db721d2261848e7de</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1p5QPupycNjU9IFPCKVVC6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1500</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Papa John Creach</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7299">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">63</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/59847385cc0ff2d41cbe42091a759a666922b830</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Rob Bailey &amp; The Hustle Standard</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['military rap']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">116830</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">70eNABm9r2VXOGYW4r209H</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">military rap</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8786">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5e05e74fb744d3c80005fd68a49f74ef6e4fa3cb</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1US3cA3tVZ50O7n4xE1o0K</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45955</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canadian indie</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Weakerthans</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canadian indie', 'emo', 'folk punk', 'indie folk', 'indie pop', 'indie rock', 'lo-fi', 'manitoba indie', 'modern rock', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7886">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Kavinsky</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">filter house</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">525825</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0UF7XLthtbSF2Eur7559oV</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8827ad40fd7e7f89fa33affa5217f23bfe1a7067</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">DJ</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['filter house', 'new rave']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/515">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">60</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d8942c0e1a4b354f6c0cf89b4c5cbd3a745e702d</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">108165</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5WRElKaZsn1tGnrgmJVAeO</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Cam</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country pop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6008">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2oEalcjHCHizuXF2ao47F6</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Casinos</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">703</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6c538dfaa131945c318f2c21716f9b3e4efeff28</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8644">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">canzone napoletana</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Luciano Pavarotti</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Y8KmFkKOgJybpVobn1onU</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">397326</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/76bf724474098649c575f6bf7f30841432fb6078</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['canzone napoletana', 'classical tenor', 'opera', 'operatic pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6596">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">59</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6igfLpd8s6DBBAuwebRUuo</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Josh Ritter</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">104063</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1d6762d83a22fa7f4d6ba130a7036820dacde01b</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'alternative country', 'anti-folk', 'chamber pop', 'deep new americana', 'folk', 'folk-pop', 'indie folk', 'indie pop', 'neo mellow', 'new americana', 'roots rock', 'singer-songwriter', 'stomp and holler']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6021">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5kly36B42fm7GaSkV5y7zc</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">It's A Cover Up</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">13665</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e2d823ba748dada927f0abd978bd09970761ac55</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4083">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Freddie Gibbs</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">71</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/86a21cdcce1761187cd8ec19916d8222389971c3</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0Y4inQK6OespitzD6ijMwb</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">350066</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'underground hip hop']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8985">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'cumbia', 'duranguense', 'grupera', 'norteno', 'regional mexican', 'tejano']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Los Horóscopos De Durango</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cc09da2c7476c4adc8be8185571eef4b8cbe50e</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46uJrEeqP88sYlHFqaGPid</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">270624</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7395">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/dec8886737303a5255e897176795f192a4476560</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Johnny Marr</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2bA2YuQk2ID3PWNXUhQrWS</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">76592</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3825">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'doo-wop', 'motown', 'rhythm and blues', 'rock-and-roll', 'rockabilly', 'soul']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Coasters</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">99471</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/2b811d478a88444e6ac9389b7ce03d2c4153ac91</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3QZKZBEmr54lAVI5XvmjnM</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8652">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6d093a50e4f8189cc2797aa5728049aa5da5e0d9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84251</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4njlfhIxklOkrds9Y9o5ZZ</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy', 'comic']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mitch Hedberg</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8630">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/124a673a828536ac60632ec9829e31e5e12e1815</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46571</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['comedy']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">23MPAWNQLgjmhquLiZ6tWg</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">comedy</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Katt Williams</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1393">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['g funk', 'gangster rap', 'hardcore hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'west coast rap']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a7f34c1303821f7889443c61f0f31dc23a639de0</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">g funk</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">540782</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Westside Connection</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3zNM2tRfTX6LI1lN2PlrTt</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1180">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Stone Sour</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4b0835e4a1aea20678ef8db51102a89bb776717</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49qiE8dj4JuNdpYGRPdKbF</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'groove metal', 'nu metal', 'post-grunge', 'rap rock', 'rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1571879</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/432">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">885269</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/37778e4f9ef5a5fc4f745aaf4b5339df4ed0aa7c</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0NWbwDZY1VkRqFafuQm6wk</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">72</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['atl hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Mike WiLL Made-It</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">atl hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2847">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">deep soft rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['deep soft rock', 'yacht rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Chris Christian</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/eb9102542f58280b00b31a5d0c6b83e9c1f63fad</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1897</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4rL2fEXj4qvOiuAZACDbO3</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/122">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop', 'hip hop', 'pop', 'pop rap', 'rap', 'southern hip hop', 'trap music']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ace48339c5cdca66a84a780aa0e6420b35b638c3</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Big Sean</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6461820</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">85</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0c173mlxpT3dSFRgMO8XPh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2734">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1ea7ee55aec263068a6bc79c840d29eebf520de9</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Reflex</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1iNGtKXGyniqwVhXfbKpk8</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1779</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7505">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6NxcE1vZdlUZCnuitqIuHS</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">show tunes</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c02e77c659e4e776e5a71adafbb911fac1a198b8</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Hedwig &amp; The Angry Inch</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['show tunes']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">40</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">14411</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8392">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Larry Hernández</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['banda', 'deep regional mexican', 'grupera', 'latin hip hop', 'norteno', 'regional mexican', 'regional mexican pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6djNDzSg08mnh2Ayoh6Ovn</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">721561</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">banda</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7631f8b445a212fc93ac6abc3a8a4e9558ccc226</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2376">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Outfield</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'mellow gold', 'new wave pop', 'power pop', 'rock', 'soft rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1zxDewzd2j1ZdSBGaYcr0y</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a15f9228f28116fa806529942dbe38e8e0123388</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">247142</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11347">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">27</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/b706d41b74c9efbb14a761948f8307bd793a822b</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0OROi1WWZsd72W3MhLwlmQ</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ls Ren</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8327">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'collage pop', 'folktronica', 'freak folk', 'indie pop', 'lo-fi', 'noise pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/79589b1106ca44e882ce766ec0d8cab5e170f03e</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Books</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4UvhuGdFf75Cfan7lEU1J1</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">49333</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1994">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Patti LaBelle</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bb92c0e115364293eb7b2a76d39e89fa0b9e5eb9</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">430284</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'funk', 'motown', 'neo soul', 'new jack swing', 'philly soul', 'post-disco', 'quiet storm', 'r&amp;b', 'soul', 'urban contemporary']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0ty0xha1dbprYIUAQufkFn</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3653">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">175</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/57b920d7ba954a2e9402093d70c3ed03d8dbce98</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">12</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jack Blanchard &amp; Misty Morgan</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5euFVjMHgVfUUaaFD2zYl1</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/3411">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">38sPq7kD35ixVbUUtchXSa</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tony DeFranco</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8102">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bill &amp; Gloria Gaither</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11sAWrpIkFUPQlXoQqpeBV</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">country gospel</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['country gospel', 'southern gospel']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5cd50db4fc4a5077eddf0241a0effdde7df31c38</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26554</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8887">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brazilian edm']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/212acb29107ee0cae878709cee458ab432513f82</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">29bg2tYJCCyiuZdbsc9mFh</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">66762</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Jetlag Music</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brazilian edm</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5838">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9de5da39d761963d3cb7e8bca8acdb8424eebdbe</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The skankin' Monks</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">21</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4DYWRTECVZfmJ2HLIkKC0q</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7832">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1cfb5734abc8c21188d49861a205f2d8255e5355</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">308531</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['anthem worship', 'ccm', 'christian alternative rock', 'christian music', 'roots worship', 'world worship', 'worship']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">anthem worship</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">David Crowder Band</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7DhP3bGT7dzr1dCkkH5mTS</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5390">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['jangle pop', 'power pop', 'pub rock', 'underground power pop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2734</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">jangle pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ef645771f106c40d4919cc9539cc8a6432dcd8ab</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Shoes</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1SyCQtKtDtMfJBBKGm0A8B</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7479">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">58</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5v61OSg53KaQxGMpErkBNp</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">218468</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock', 'dreamo', 'emo', 'pop punk', 'pop rock', 'post-grunge', 'screamo']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/f47f77859bc8721a1ffde97a9ee6e41edd9e82ab</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Anberlin</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1486">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9548b9f49969eb03b8e1cc4e95f37ff96d9e9c21</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Khia</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3q7isf09BuwXLyR2khBs60</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">hip pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['hip pop', 'trap queen']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">55</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">88953</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7882">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Youth Lagoon</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">chamber pop</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['chamber pop', 'chillwave', 'dream pop', 'idaho indie', 'indie folk', 'indie pop', 'indie rock', 'indietronica', 'modern rock', 'shimmer pop', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1Z2KInfSmPOzAIYyiaXeti</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">176214</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/8b3b59f363f91d72746f8bd6da8f58e5e5c058f3</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9304">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/0cc51a2abbedf3d71cee680fe47ef093e1ce6953</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classical performance</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classical performance', 'orchestral performance']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">15078</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">61</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Zubin Mehta</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3FEd0qHPFOgcpfw7bCXB4x</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/7755">
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['britpop', 'modern rock', 'neo mellow', 'pop rock', 'rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Travis</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3bUwxJgNakzYKkqAVgZLlh</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">britpop</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">609765</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/34024c8deb9673dd2941fb7b7f71111aa47d3018</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5382">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">17701</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/3876bddaaafe1883a5baf65e78a7ebafe21bb719</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2d6JU9LvNhZR7AAtu4x2rS</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Yvonne Elliman</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1126">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">duo</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['electro latino', 'latin', 'latin hip hop', 'reggaeton', 'tropical']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2990168</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Wisin &amp; Yandel</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">electro latino</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1wZtkThiXbVNtj6hee6dz9</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">84</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/955d4e81c3f20bd22da6441eca9dbae8964a437f</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4482">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">PMC All-Stars</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0yHtl7OPYS3CaDLsOzFFw0</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">26</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3406</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a335006a63496749388ff09b6385fd8e08cc1194</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6958">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/342628f0c44d97d2aa0e5ff913fdd0b05fa4c910</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative country', 'folk', 'folk-pop', 'indie folk', 'lilith', 'new americana', 'progressive bluegrass', 'stomp and holler']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6nFBonVf7Lqaj05R0v5VGJ</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">57</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74789</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative country</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sarah Jarosz</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8049">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Point Of Grace</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['ccm', 'christian alternative rock', 'christian music', 'worship']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5y1gFSVnE4DGxUxHeKrGk6</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/9e438c77a71a8ae01b21fb04cba506e51947bdb8</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">ccm</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">97009</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1071">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5r0KYGxdIZEHZ6z6XbkVbo</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Marvin Sapp</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['gospel']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">290199</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/68637fff67cf0df8bdd805254b9b107fdf62c0f2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">gospel</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/11440">
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7u7ORV6MVjId1jfJwMdakL</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6ff62392f1d0b341e712ef665fa24557bb619fb2</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2000s Karaoke Band</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">22</ns1:followers>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1255">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a6fb9cc2bed1fa6184281e4b8005c6a8c3e12293</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28468</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1YIpZOfyHXMUgUaxxxgbaC</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Teddy Geiger</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'la pop', 'neo mellow', 'pop rock', 'transpop']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10075">
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">sleep</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Brainwaves Lab</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0De6b4He6gA45pyYl2KAmy</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/ff37b2327131ae2bbd2f2e7d8661896d3787d12c</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['sleep']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">356</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8084">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0sOGQm1G25WEPhek1WI9Fe</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1f291b996c0802467fa877fe02665e2218c21c35</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Sent By Ravens</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">christian alternative rock</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['christian alternative rock', 'christian rock']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">24993</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1738">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">43</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lord Tariq</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5EC3MUN6vECf8sxUU9IVw6</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c0ba5195aed99a6476d3cf891f082f3a2c7d08d7</ns1:image_url>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1529</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10761">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/96b6929b4a9f567214d5d3b2aa5aa8aee18bc7b9</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">105</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">classic psychedelic rock</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0JWMxVERm3zp7cfuMbRXum</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bangor Flying Circus</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['classic psychedelic rock']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6981">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/608e65dbf9493194abfccff4ee0dced13fe6bdf7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['crossover thrash', 'death metal', 'groove metal', 'hard rock', 'metal', 'old school thrash', 'progressive metal', 'speed metal', 'thrash metal']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">crossover thrash</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">48</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">154876</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6KVc8Llznru8n9LVCYe9dz</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Death Angel</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4222">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4AapPt7H6bGH4i7chTulpI</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Ben Rector</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">202090</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/a77058fc425f201f21ae34ecf98c14ab502da2d7</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indiecoustica', 'lds youth', 'neo mellow', 'piano rock', 'pop rock']</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">67</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6041">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/e8d93a5752b2bf52d79e739f5fe77a4b86b56474</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">5Odrl8RJfCf0km0UaRI4cR</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">833</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Outsiders</ns1:name>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/__row_">
+    <ns5:wasDerivedFrom rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://example.com/id/{_row}</ns5:wasDerivedFrom>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/048d1a099634ec4c720d0ab744e7031152281675">
+    <ns1:path rdf:datatype="http://www.w3.org/2001/XMLSchema#string">C:/personela/cow/cow_new/csv_rdf/src/artists.csv</ns1:path>
+    <ns1:sha1_hash rdf:datatype="http://www.w3.org/2001/XMLSchema#string">048d1a099634ec4c720d0ab744e7031152281675</ns1:sha1_hash>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6167">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">33</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">brill building pop</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Adam Faith</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/660b90445833d3201d925350926b78d7478eebe2</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">284fAcjDaBYlPBLZnQkZU0</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['brill building pop', 'british invasion', 'classic uk pop', 'merseybeat', 'rock-and-roll']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">11894</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8050">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">98980</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Greg Laswell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">acoustic pop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2Mf99N2VcDEcVuocyBLhyC</ns1:artist_id>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['acoustic pop', 'folk-pop', 'indie folk', 'neo mellow']</ns1:genres>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/7a9a833d8ac0d0e98db993fc6643c5232e7be46c</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8073">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5a67760bde749a7bae4bf0d4624c11f948a2ccb1</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">51</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['celtic', 'irish folk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">celtic</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Chieftains</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6AnrSlk5Gp1YMXgaI3mWCL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">54552</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/4293">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">261154</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">56</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">contemporary country</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['contemporary country', 'country', 'country pop', 'country road', 'modern country rock']</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Love and Theft</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/fc89589b963666d3d7f1cada85ad5ae3ead27bfc</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">03a5eVjzFyQlR4XyVSwt4t</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/6182">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/1207ec58c499aa2f4ef27366bbaae0d45a4040ac</ns1:image_url>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">adult standards</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bobby Rydell</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">44</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['adult standards', 'brill building pop', 'bubblegum pop', 'deep adult standards', 'doo-wop', 'lounge', 'merseybeat', 'rock-and-roll', 'rockabilly']</ns1:genres>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">4hJTgr1adnhIkhmD9jLzd6</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36617</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2667">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">The Time</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">disco</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">1EgGVV9cmmlLEsFlunjmvv</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['disco', 'electro', 'funk', 'funk rock', 'minneapolis sound', 'new jack swing', 'post-disco', 'quiet storm']</ns1:genres>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">213151</ns1:followers>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/5640961beafe2c7a004859a6acf5fd719693dbed</ns1:image_url>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/10191">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7xZHrltZh8zIRvjimgABvj</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Nina Hagen</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['german punk']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">german punk</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">42924</ns1:followers>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/837e0ae4185b47b87fee1b88cdcaceac698105f2</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/artists/pubinfo/048d1a09/2023-11-09T20:35">
+    <rdf:type rdf:resource="http://www.nanopub.org/nschema#PublicationInfo"/>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9564">
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/70ce1341dc01a80d59ce935836ed8475367d5681</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3V4IvzRQYP5mzuVtkcHgVa</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['cyberpunk', 'ebm', 'electro-industrial', 'industrial', 'industrial metal', 'industrial rock', 'nu metal']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">cyberpunk</ns1:main_genre>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">KMFDM</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">124685</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/9002">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Lil Romeo</ns1:name>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3B2SslswSLTG4QvUCE5UtL</ns1:artist_id>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">6102</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">rapper</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/bfe249c2144278150c7575dd6353c4aca54acbfe</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">28</ns1:popularity>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/5740">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3EZENzxXIMmORo0HBQVDSE</ns1:artist_id>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/cdacb18b688d2d1de488b7ef17897f1be790c032</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">[]</ns1:genres>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Richard Harris</ns1:name>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">16</ns1:popularity>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">169</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:main_genre>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/1876">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">126895</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2zsLaQhHFdQPdFXqG1nRmM</ns1:artist_id>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">alternative metal</ns1:main_genre>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52</ns1:popularity>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/30b68a0b4b2ef2bdb5f5d9d3a0be7c3c8b9606df</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Seven Mary Three</ns1:name>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['alternative metal', 'alternative rock', 'pop rock', 'post-grunge']</ns1:genres>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/685">
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Maejor</ns1:name>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">74129</ns1:followers>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">singer</ns1:artist_type>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/27e78de71e791417dbd389ea43138f7b9b8f9a00</ns1:image_url>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">64</ns1:popularity>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['detroit hip hop']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">detroit hip hop</ns1:main_genre>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">3XcCT5MPlQPWFTJyzXbfuX</ns1:artist_id>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2808">
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47046</ns1:followers>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">52K4ArhA4OgMO7AsyEgqCT</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['dance rock', 'new romantic', 'new wave', 'new wave pop']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">46</ns1:popularity>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Bow Wow Wow</ns1:name>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">dance rock</ns1:main_genre>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/d4578922aaec5c1ee0282d523143f1561fe26566</ns1:image_url>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2663">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">47</ns1:popularity>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2koMWjvRRF0cOpJnjhdKx0</ns1:artist_id>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Autograph</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/61f6d9813e708ade3910962da9d71deddf6d29b4</ns1:image_url>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'classic russian rock', 'glam metal', 'hard rock', 'sleaze rock']</ns1:genres>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">79508</ns1:followers>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/2405">
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">62</ns1:popularity>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">album rock</ns1:main_genre>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">407032</ns1:followers>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Traveling Wilburys</ns1:name>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/6bb8df6ce919eac7664d0479a6d5e23a8e4ed48f</ns1:image_url>
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">2hO4YtXUFJiUYS2uYFvHNK</ns1:artist_id>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['album rock', 'art rock', 'blues-rock', 'classic rock', 'folk rock', 'heartland rock', 'mellow gold', 'rock', 'roots rock', 'singer-songwriter', 'soft rock']</ns1:genres>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">band</ns1:artist_type>
+  </rdf:Description>
+  <rdf:Description rdf:about="https://example.com/id/8075">
+    <ns1:artist_id rdf:datatype="http://www.w3.org/2001/XMLSchema#string">7pW390CJdmhakvtcGZIqGP</ns1:artist_id>
+    <ns1:popularity rdf:datatype="http://www.w3.org/2001/XMLSchema#string">36</ns1:popularity>
+    <ns1:image_url rdf:datatype="http://www.w3.org/2001/XMLSchema#string">https://i.scdn.co/image/c2f602b6cb879b359ebc588547735c4448f803ef</ns1:image_url>
+    <ns1:name rdf:datatype="http://www.w3.org/2001/XMLSchema#string">Tanlines</ns1:name>
+    <ns1:artist_type rdf:datatype="http://www.w3.org/2001/XMLSchema#string">-</ns1:artist_type>
+    <ns1:followers rdf:datatype="http://www.w3.org/2001/XMLSchema#string">45740</ns1:followers>
+    <ns1:main_genre rdf:datatype="http://www.w3.org/2001/XMLSchema#string">balearic</ns1:main_genre>
+    <ns1:genres rdf:datatype="http://www.w3.org/2001/XMLSchema#string">['balearic', 'brooklyn indie', 'chillwave', 'indietronica', 'shimmer pop']</ns1:genres>
+  </rdf:Description>
+</rdf:RDF>
diff --git a/src/assets/frame0/button_1.png b/src/assets/frame0/button_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..f9a28afab697017c09aded04ce8ae805c4096636
GIT binary patch
literal 363
zcmeAS@N?(olHy`uVBq!ia0vp^`+(S#gAGXjXAW#*U|=-zba4!+nDh3oqt_7!0k?<y
zZ@uZ+{ZS(B?%@jIK*xY!y*a%Lq&qJg@A>X{Lg|9YN#!qUOY->J+uvlbUA21d^*t_g
zQ&b}R(`$F0{PX+cjvm8z-(oiI{vPA^OWZs9mFAT<j9=~w$#*rRz2CY-lPBJzO<(1(
z_@sy2CqJ~N{BSa=QIy;_0bTge%O|%!v<9C{!leLB-=!DtuHSU_SZ=oJ)Q48%NBxQ{
zPvnTPX^YCuzT-<@-DG}|^Y_-VNhxc!?*DO$oOCDu?&~*>|6VBH_21lXAsl)#deZYB
ly{?n4Oxx4{<mvM6`E4PJ=_yN290Ud;gQu&X%Q~loCIDi-tOEc5

literal 0
HcmV?d00001

diff --git a/src/assets/frame0/button_2.png b/src/assets/frame0/button_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..34c9b30f8532c52fd4a0fa347ed445e028b4ad30
GIT binary patch
literal 1201
zcmeAS@N?(olHy`uVBq!ia0vp^`+(SlgAGK+Hz_kPuvB=uIEGZrd3)DCJ0?`(_{aO7
z=lsrpr{dy#-@$wqpRrlX#1%JO&9nYCYbPIU(!1Tee&PB9t=yU(3m@f8(~Wo=7QmhC
zIctJi*~DD2qbV8h?wqv!e&_hvJCm;HxoEEZZZqGvZKmbnm>)$JGdU|c&MPSSxQH_F
zv>z_0tNYiq^&3-zt6=5Sj<~vOR!jX(C^J|q6-}S{e$Bdd|F&$}6vS{m+OBKfzGMT5
z8B?c<noIDUxpe80DnmR|gx4gN)W}0o-K&1xeyvfOG(*x+K%q-1B~mR>;$Hc=*xUE-
z@4xr{``gWr?8WwVNGKJ(e*HQ<dhNBXWxM~n1&W;bEW;qfprlk)H8)7z)1{>&<=15u
z&n5$&iK#d59zJ~d^xeGjt$DlSoZZEwm5OH1o-MyD^VeR(XG?WXzq;|$Wu3>$dPf&6
zhDpm-7M`;`x9LsL_S<_aP3mUZP3&Az_2I!m_d*$d1{K#p3ne4<N=C20;!2MW8JL`z
zBQGOUbL;ijysK-2Ym>9HUvE|5s8d~ZB`W%*-uhV%E~_-UB3$I;<>dBVeOY4W((?1w
z)zvp{-t=UM>3?jo^_o?0oGGhdVW5a!-{Z)%e_<|42~}5a-nzBR$lUz<*$k6Qk9)IJ
z1PhCci_`M+-*@{h|18Vfet5&(y!A^ncTIS{^F`kJSspH{!dAOJ{#a34US2+P+xG4D
z3D0Jq+xcs;*V0*DJ%%Z3|IToIve(2{vY}3UsZ{Q+*UcUG(v_n0x|nv|UcF3NNvn&A
z;ha&!<#Uz{7dG$BveG*(<no1!*}{}Je&w;*|K{G@^X}6rZ>fEsCbg~Kv*e++e&!FV
za(N#3r@f8;c~GKx)hfA-9e)H_7#IB4jWmrHWnr9A+0MAeHIPMc;^ew;FI#^lr9=rQ
zmv@^w{!DmoSt8W+iJ|}a<5jCx$yb(_fA8D+t!|Ra*P4K(Qp@GI0;fIwR$;U6@bmNY
z=No(u4-^q(uzj~;*(8mw6B3_G_ut>HqV(s(!^0OWzkfb+=FIEJX)m8RU)4~0bnET5
zlbdpYxn`%dd7g+rn@xURUfE-df2;@A@KuEQDk_CawCN~4-lTIsCL&^ozS0?&kWP+r
ztGT@&EB;6tKfkR0YKF+y{c1{jT}o<;I=6mHlC>2K<zcw|!*~7l-BVL<x~A35S+-J8
zaQXfZtNu$1u6*^F*Z94^+GPK8b1aL!U3dgT50q^BIgz!k<Ib^T$C6}@U%&PC+or8z
zlTWfJJ?iLiae4l5m3Xhu{&pdTWmmHlK{@1G^t|WOtM}fEx?8sQ!41oK9dkMgw%?AG
z?R9(3$H%vBO6pEG7b9!y>_r+$$vtlC<226rcux9o=1dP~6GLj`zj@DpKL7siZuRc#
zuh;UjH78$W_J8|h>n|A=hUS9`Q86(!+gGhB@5qomkjb!o-v6f>U(a`(kQ2;hj!1oW
nd-25=Wx%k!e0<)Pnk(^7uP9ro>c?sWiy{V3S3j3^P6<r_y_`%J

literal 0
HcmV?d00001

diff --git a/src/assets/frame0/button_3.png b/src/assets/frame0/button_3.png
new file mode 100644
index 0000000000000000000000000000000000000000..34c9b30f8532c52fd4a0fa347ed445e028b4ad30
GIT binary patch
literal 1201
zcmeAS@N?(olHy`uVBq!ia0vp^`+(SlgAGK+Hz_kPuvB=uIEGZrd3)DCJ0?`(_{aO7
z=lsrpr{dy#-@$wqpRrlX#1%JO&9nYCYbPIU(!1Tee&PB9t=yU(3m@f8(~Wo=7QmhC
zIctJi*~DD2qbV8h?wqv!e&_hvJCm;HxoEEZZZqGvZKmbnm>)$JGdU|c&MPSSxQH_F
zv>z_0tNYiq^&3-zt6=5Sj<~vOR!jX(C^J|q6-}S{e$Bdd|F&$}6vS{m+OBKfzGMT5
z8B?c<noIDUxpe80DnmR|gx4gN)W}0o-K&1xeyvfOG(*x+K%q-1B~mR>;$Hc=*xUE-
z@4xr{``gWr?8WwVNGKJ(e*HQ<dhNBXWxM~n1&W;bEW;qfprlk)H8)7z)1{>&<=15u
z&n5$&iK#d59zJ~d^xeGjt$DlSoZZEwm5OH1o-MyD^VeR(XG?WXzq;|$Wu3>$dPf&6
zhDpm-7M`;`x9LsL_S<_aP3mUZP3&Az_2I!m_d*$d1{K#p3ne4<N=C20;!2MW8JL`z
zBQGOUbL;ijysK-2Ym>9HUvE|5s8d~ZB`W%*-uhV%E~_-UB3$I;<>dBVeOY4W((?1w
z)zvp{-t=UM>3?jo^_o?0oGGhdVW5a!-{Z)%e_<|42~}5a-nzBR$lUz<*$k6Qk9)IJ
z1PhCci_`M+-*@{h|18Vfet5&(y!A^ncTIS{^F`kJSspH{!dAOJ{#a34US2+P+xG4D
z3D0Jq+xcs;*V0*DJ%%Z3|IToIve(2{vY}3UsZ{Q+*UcUG(v_n0x|nv|UcF3NNvn&A
z;ha&!<#Uz{7dG$BveG*(<no1!*}{}Je&w;*|K{G@^X}6rZ>fEsCbg~Kv*e++e&!FV
za(N#3r@f8;c~GKx)hfA-9e)H_7#IB4jWmrHWnr9A+0MAeHIPMc;^ew;FI#^lr9=rQ
zmv@^w{!DmoSt8W+iJ|}a<5jCx$yb(_fA8D+t!|Ra*P4K(Qp@GI0;fIwR$;U6@bmNY
z=No(u4-^q(uzj~;*(8mw6B3_G_ut>HqV(s(!^0OWzkfb+=FIEJX)m8RU)4~0bnET5
zlbdpYxn`%dd7g+rn@xURUfE-df2;@A@KuEQDk_CawCN~4-lTIsCL&^ozS0?&kWP+r
ztGT@&EB;6tKfkR0YKF+y{c1{jT}o<;I=6mHlC>2K<zcw|!*~7l-BVL<x~A35S+-J8
zaQXfZtNu$1u6*^F*Z94^+GPK8b1aL!U3dgT50q^BIgz!k<Ib^T$C6}@U%&PC+or8z
zlTWfJJ?iLiae4l5m3Xhu{&pdTWmmHlK{@1G^t|WOtM}fEx?8sQ!41oK9dkMgw%?AG
z?R9(3$H%vBO6pEG7b9!y>_r+$$vtlC<226rcux9o=1dP~6GLj`zj@DpKL7siZuRc#
zuh;UjH78$W_J8|h>n|A=hUS9`Q86(!+gGhB@5qomkjb!o-v6f>U(a`(kQ2;hj!1oW
nd-25=Wx%k!e0<)Pnk(^7uP9ro>c?sWiy{V3S3j3^P6<r_y_`%J

literal 0
HcmV?d00001

diff --git a/src/assets/frame0/button_4.png b/src/assets/frame0/button_4.png
new file mode 100644
index 0000000000000000000000000000000000000000..91a0070d0e035de9725cbe866839cbc43ce6af50
GIT binary patch
literal 897
zcmV-{1AhF8P)<h;3K|Lk000e1NJLTq000^Q000*V1^@s671Uo40009>Nkl<Zc$~GC
zJ!mXd6vzMnbMFi@v)O$SY|>~GM|M;AkRXD2_))wxRw98Ee)OVZC)nBxf_B!z6h4aw
z!V~o2i(s*chGdtlrqCvhkWJj(nVp?`k3}YNUkLboFZnl9+;h+G9Oisn;+(Q9GaDNl
z4gk8{ZgTC~wO0YW;+%U1z|$ljt4;q>)jzGZU6OYW4i4_Dt*!kH0IF(8x_Q662-59#
zlf}iwcLBUbvK>Vc%CbaNRq);e07L}VT7+SUq9~xMdjLM)-{1dYeSLjAAMkyk(}UgJ
z-5YTnf0`u8^`a<H6omrtBw5?Dj#^2osww~zMG@jS#&|sLO{dd$+U@q;`OIV<((Cm$
zlO*}pT6=vs99Bh9c%I1Awr7FWU?FKpBF}R@JUpzdwVgPQzuDg2-XQ6+EHeN=RTYxH
z*Xz9&$8qMIGgVc&+WG&Msyb_}5fNV$#p|6;=a#ApRh9jI|EVwxe<s<O&1RmYJPc$G
z=7S&*0LRX`XVWy@7m{j>`FLSrp;4BldsGMjkd(44U6Ld%@BJsLDjW<3&y)PYdv9^B
z3NJxge_s>;n{gZm0Q@CGpsK#nXi!x*L{(p&&1S&mX9JR~ecuoOPgYe0)TMsOk{Yxu
z09vQreic$xkZcHm@k#GpjYI?hjzv{}x7GqzR1CH6KLo(NFbq-8tV<P14T1n9zZa6(
zWHQmqXw(ZplIQshz?YJy>5ty~+pSiM-h20-w;xd6d)I2U=$!jHP1B!*q!*D7CX>l=
z7=}hwANgOYst?1^j7Foewe}-brKqZ;X}Uk1PTwZ!t+k@651m;(y+uS^S(a}uFE9TF
zfI`w|S!Oz&&aFJpH?6frk|ah|EARaS7l^8QRjraFF~*o_p673LI-RewEHflM=L`)=
z*YEdVilXSVBuP4Xo}(xV0B}56r{up)rzh7`0Z0@@jG_pW$>f(j&)-{FS-CgA&d)0C
zbQ`wY?Yo1);JM*&_<mJYdqEJO*=(9H48<687MO@I3`1!)n<fYXR#nv>jYc2t?CiX7
z9s*o2Nay$b*49>YX=&-Es@|-sYL(;@03NUH4gu^LV}1qj-O<s}?bX%Q32^^Q>Qw&#
X$M(E`{n{-D00000NkvXXu0mjfx_hXG

literal 0
HcmV?d00001

diff --git a/src/assets/frame0/button_5.png b/src/assets/frame0/button_5.png
new file mode 100644
index 0000000000000000000000000000000000000000..b1174d5dbaefecd798d7169947474a5fa839b706
GIT binary patch
literal 920
zcmV;J184k+P)<h;3K|Lk000e1NJLTq000^Q000^Y1^@s6sY*=F000ADNkl<Zc$~FX
z&rcgi6#m|u9oEK++4aG~JtEn%d_|E`HK<Kn(e^@>Q~rV8QEu(YqW=LslY7M_>Y-AV
zU#KFbRU@t|z{1A{1<Be4Y-4tIUJvX>4n;~*%y-+-o9~<V-t3!?a0wzp0Embz0CYN?
z&#bk}06qrL08q)|UK7zifR|e9U*_lMf6vw#fDn<4^YZvdyWM6Y5+br;7%m+g9Q;Z|
zPdv|i;JWT@X0GJ1N~x;rx_3&Y(gSPllWw=W8HV8!5m_RVcDwx+H;s#|uCChc?d@W<
zTK&m!obMdR!C)|ewKmPNq<oKv2mr}WuS%s7j4?3AtcPK^vb?-J5E0HRlW!s-lAWEM
zkILop&*gG?F^=QZS_>jlm&<z<L?k65_`a{=INmbG+;6p7uX1k6dcuc?hlS(g<KKcH
zxYO(P5+c&?BXEUaQmIsQ6h&JzGc(`J&CLw~2xlcpqbORtt_Uv3bg$P-W@l#?qbOR-
zN=F0$ySuwz6pO{DqtVESh{9O!{wIWpQrC5z^Yio1>-G93XV>vZr4+2SZ<>8gkhPW^
z$APu>dl6yU+uK`Y=I7ShNn~;rtTE;;1GrZ#79A0>lU5Ls)bl)M=6ej_mN5pnnQSOY
z5-{^^7LkTA2HDRzSrsBqk^}%6OhnZ*O@W)q2-aEvsPMZ2Cj|!3W4<vxQA$BXUbBeo
zYproZw@w_#0TJyp5&fmL1}-M?#I+p90f3hb;8DNdx9>ZpKLpIo!{N{vV;*s%(Rg94
zed>80L?oS*h=`=q)6<lu>E9b08-EZ0bUK~8Q&UsV&(6+LTwIWe4b|ar_+_)%e8wWe
z^?H4CFc>`aeP4-)nLswi_kE||?>}rdo6kgq`C?tz_x+V9ie6MI6)hskHALP#d_fSb
zWY3Op=2oOutMyM$Pw&TZycGn229SP8&$8Gw2m+ly<+WO^55N+UFaYGPWnp3ApE!=c
zJ~=sAcU@O`o~LpW5wV#e8RHh4dj-$)l<T@Gj^p*Cqoc1{t=6mDRRNcpo;x7`2*Yrx
zP$>Lht^K4>C}?90k|fDz7nm7ZYiO-891aZ;JsyolYpqu6@nx?62xZ57%RqL!-A|Jw
u`4+$}5or)nHH+&J(LOW(sg!!Bf&3R31mE86+*suR0000<MNUMnLSTZf3AgJ2

literal 0
HcmV?d00001

diff --git a/src/assets/frame0/entry_1.png b/src/assets/frame0/entry_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..24815d883da611d86d58327e29c638bb65938c1a
GIT binary patch
literal 308
zcmeAS@N?(olHy`uVBq!ia0y~yU{V6IO*q(q<n|@Otw8Fxr;B4q#hka-3>g^|cn%mG
z*ne;(qol2e$d@<sX6^>+SkA}5@GsScp`k~Rk-^A~h2eyRAcI2kFc9GXUc>y!apR*f
QU@$Ovy85}Sb4q9e0PF`wKmY&$

literal 0
HcmV?d00001

diff --git a/src/assets/frame0/entry_2.png b/src/assets/frame0/entry_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..45e5a3cf8e59390358c2e37f690c799e2b9d34e7
GIT binary patch
literal 926
zcmeAS@N?(olHy`uVBq!ia0y~yU@`@=_j9lTNw$T${0t1tsh%#5Ar*7pUUTF<U?6Z{
z!@575a<h7mELk<NSK+*k@n=1ThSP5^GcqvL8<;XUG_7Q05c1(=n2?ag(7+PR%%Czu
vib3Jv6$S>*Wo!%{qe@1@Wi&BhW|Ep$H&{8`cL_TI^BseytDnm{r-UW|%}3gW

literal 0
HcmV?d00001

diff --git a/src/config.py b/src/config.py
new file mode 100644
index 0000000..a11d299
--- /dev/null
+++ b/src/config.py
@@ -0,0 +1,4 @@
+# Don't remember what this was
+EMAIL = "clariah.gitlab@gmail.com"
+NAME = "Clariah"
+ID = "107710923382254152921"
diff --git a/src/converter/csvw.py b/src/converter/csvw.py
new file mode 100644
index 0000000..2850d7c
--- /dev/null
+++ b/src/converter/csvw.py
@@ -0,0 +1,957 @@
+#!/usr/bin/python3
+# -*- coding: utf-8 -*-
+
+import os
+import datetime
+import json
+import gzip
+import logging
+import iribaker
+import traceback
+import rfc3987
+from chardet.universaldetector import UniversalDetector
+import multiprocessing as mp
+import unicodecsv as csv
+import hashlib
+from collections import OrderedDict
+from jinja2 import Template
+from .util import (patch_namespaces_to_disk, process_namespaces,
+                   get_namespaces, Nanopublication, validateTerm,
+                   parse_value, CSVW, PROV, DC, SKOS, RDF)
+from rdflib import URIRef, Literal, Graph, BNode, XSD, Dataset
+from rdflib.resource import Resource
+from rdflib.collection import Collection
+from functools import partial
+from itertools import zip_longest
+from functools import lru_cache
+import io
+
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+ch = logging.StreamHandler()
+ch.setLevel(logging.INFO)
+logger.addHandler(ch)
+
+rdfTermLogger = logging.getLogger('rdflib.term')
+rdfTermLogger.setLevel(logging.ERROR) # It's too chatty with warnings
+
+# Serialization extension dictionary
+extensions = {'xml': 'xml', 'n3' : 'n3', 'turtle': 'ttl', 'nt' : 'nt',
+              'pretty-xml' : 'xml', 'trix' : 'trix', 'trig' : 'trig',
+              'nquads' : 'nq'}
+
+UTF8 = 'utf-8'
+
+def build_schema(infile, outfile, delimiter=None, quotechar='\"',
+                 encoding=None, dataset_name=None,
+                 base="https://example.com/id/"):
+    
+    """
+    Build a CSVW schema based on the ``infile`` CSV file, and write the
+    resulting JSON CSVW schema to ``outfile``.
+
+    Takes various optional parameters for instructing the CSV reader, but
+    is also quite good at guessing the right values.
+    """
+
+    url = os.path.basename(infile)
+    # Get the current date and time (UTC)
+    today = datetime.datetime.utcnow().strftime("%Y-%m-%d")
+
+    if dataset_name is None:
+        dataset_name = url
+
+    if encoding is None:
+        detector = UniversalDetector()
+        with open(infile, 'rb') as f:
+            for line in f:
+                detector.feed(line)
+                if detector.done:
+                    break
+        detector.close()
+        encoding = detector.result['encoding']
+        logger.info("Detected encoding: {} ({} confidence)".format(detector.result['encoding'],
+                                                                   detector.result['confidence']))
+
+    if delimiter is None:
+        with open(infile, 'r', errors='ignore') as csvfile:
+            # dialect = csv.Sniffer().sniff(csvfile.read(1024), delimiters=";,$\t")
+            dialect = csv.Sniffer().sniff(csvfile.readline()) #read only the header instead of the entire file to determine delimiter
+            csvfile.seek(0)
+        logger.info("Detected dialect: {} (delimiter: '{}')".format(dialect, dialect.delimiter))
+        delimiter = dialect.delimiter
+
+
+    logger.info("Delimiter is: {}".format(delimiter))
+
+    if base.endswith('/'):
+        base = base[:-1]
+
+    metadata = {
+#        "@context": [ {"@language": "en",
+#                       "@base": "{}/".format(base)},
+#                     process_namespaces(base),
+#                    "https://raw.githubusercontent.com/CLARIAH/COW/master/csvw.json"],
+        "@context": ["https://raw.githubusercontent.com/CLARIAH/COW/master/csvw.json",
+                     {"@language": "en",
+                      "@base": "{}/".format(base)},
+                     process_namespaces(base)],
+        "tableSchema": {
+            "aboutUrl": "{_row}",
+            "primaryKey": None,
+            "columns": []
+        },       
+        "url": url,
+        "dialect": {"delimiter": delimiter,
+                    "encoding": encoding,
+                    "quoteChar": quotechar
+                    },
+        "dc:title": dataset_name,
+        "dcat:keyword": [],
+        "dc:publisher": {
+            "schema:name": "CLARIAH Structured Data Hub - Datalegend",
+            "schema:url": {"@id": "http://datalegend.net"}
+        },
+        "dc:license": {"@id": "http://opendefinition.org/licenses/cc-by/"},
+        "dc:modified": {"@value": today, "@type": "xsd:date"},
+        "@id": iribaker.to_iri("{}/{}".format(base, url))
+    }
+
+    with io.open(infile, 'rb') as infile_file:
+        r = csv.reader(infile_file, delimiter=delimiter, quotechar=quotechar, encoding=encoding)
+
+        header = next(r)
+
+        logger.info("Found headers: {}".format(header))
+
+        if '' in header:
+            logger.warning("WARNING: You have one or more empty column headers in your CSV file. Conversion might produce incorrect results because of conflated URIs or worse")
+        if len(set(header)) < len(header):
+            logger.warning("WARNING: You have two or more column headers that are syntactically the same. Conversion might produce incorrect results because of conflated URIs or worse")
+
+        # First column is primary key
+        metadata['tableSchema']['primaryKey'] = header[0]
+
+        for head in header:
+            col = {
+                "name": head,
+                # "titles": [head],        # to reduce 'clutter' in the output
+                # "dc:description": head,  # to reduce 'clutter in the output
+                "datatype": "string",
+                "@id": iribaker.to_iri("{}/{}/column/{}".format(base, url, head))
+            }
+
+            metadata['tableSchema']['columns'].append(col)
+
+    with open(outfile, 'w') as outfile_file:
+        outfile_file.write(json.dumps(metadata, indent=True))
+
+    logger.info("Done")
+    return
+
+
+class Item(Resource):
+    """Wrapper for the rdflib.resource.Resource class that allows getting property values from resources."""
+
+    def __getattr__(self, p):
+        """Returns the object for predicate p, either as a list (when multiple bindings exist), as an Item
+           when only one object exists, or Null if there are no values for this predicate"""
+        try:
+            objects = list(self.objects(self._to_ref(*p.split('_', 1))))
+        except:
+            # logger.debug("Calling parent function for Item.__getattr__ ...") #removed for readability
+            super().__getattr__(self, p)
+            # raise Exception("Attribute {} does not specify namespace prefix/qname pair separated by an ".format(p) +
+            #                 "underscore: e.g. `.csvw_tableSchema`")
+
+        # If there is only one object, return it, otherwise return all objects.
+        if len(objects) == 1:
+            return objects[0]
+        elif len(objects) == 0:
+            return None
+        else:
+            return objects
+
+    def _to_ref(self, pfx, name):
+        """Concatenates the name with the expanded namespace prefix into a new URIRef"""
+        return URIRef(self._graph.store.namespace(pfx) + name)
+
+
+class CSVWConverter(object):
+    """
+    Converter configuration object for **CSVW**-style conversion. Is used to set parameters for a conversion,
+    and to initiate an actual conversion process (implemented in :class:`BurstConverter`)
+
+    Takes a dataset_description (in CSVW format) and prepares:
+
+    * An array of dictionaries for the rows to pass to the :class:`BurstConverter` (either in one go, or in parallel)
+    * A nanopublication structure for publishing the converted data (using :class:`converter.util.Nanopublication`)
+    """
+
+    def __init__(self, file_name, delimiter=',', quotechar='\"',
+                 encoding=UTF8, processes=4, chunksize=5000,
+                 output_format='nquads', base="https://example.com/id/",
+                 gzipped=False):
+        logger.info("Initializing converter for {}".format(file_name))
+        self.file_name = file_name
+        self.output_format = output_format
+        self.gzipped = gzipped
+        self.target_file = f"{self.file_name}.{extensions[self.output_format]}"
+        schema_file_name = f"{file_name}-metadata.json"
+
+        if self.gzipped:
+            self.target_file = self.target_file + ".gz"
+
+        if not os.path.exists(schema_file_name) or not os.path.exists(file_name):
+            raise Exception(
+                "Could not find source or metadata file in path; make sure you called with a .csv file")
+
+        self._processes = processes
+        self._chunksize = chunksize
+        logger.info("Processes: {}".format(self._processes))
+        logger.info("Chunksize: {}".format(self._chunksize))
+
+        # Get @base from the metadata.json file
+        with open(schema_file_name, 'r') as f:
+            schema = json.load(f)
+            self.base = schema['@context'][1]['@base']
+            if self.base == None or self.base == "":
+                self.base = base
+            patch_namespaces_to_disk({
+                'sdr' : str(self.base),
+                'sdv' : str(self.base + 'vocab/')
+            })
+
+        self.np = Nanopublication(file_name)
+        # self.metadata = json.load(open(schema_file_name, 'r'))
+        self.metadata_graph = Graph()
+        with open(schema_file_name, 'rb') as f:
+            try:
+                self.metadata_graph.load(f, format='json-ld')
+            except ValueError as err:
+                err.message = f"{err.message} ; please check the syntax of your JSON-LD schema file"
+                raise
+        # from pprint import pprint
+        # pprint([term for term in sorted(self.metadata_graph)])
+
+        # Get the URI of the schema specification by looking for the subject
+        # with a csvw:url property.
+
+        (self.metadata_uri, _) = next(self.metadata_graph.subject_objects(CSVW.url))
+
+
+        self.metadata = Item(self.metadata_graph, self.metadata_uri)
+
+        # Add a prov:wasDerivedFrom between the nanopublication assertion graph
+        # and the metadata_uri
+        self.np.pg.add((self.np.ag.identifier, PROV['wasDerivedFrom'], self.metadata_uri))
+        # Add an attribution relation and dc:creator relation between the
+        # nanopublication, the assertion graph and the authors of the schema
+        for o in self.metadata_graph.objects(self.metadata_uri, DC['creator']):
+            self.np.pg.add((self.np.ag.identifier, PROV['wasAttributedTo'], o))
+            self.np.add((self.np.uri, PROV['wasAttributedTo'], o))
+            self.np.pig.add((self.np.ag.identifier, DC['creator'], o))
+
+        self.schema = self.metadata.csvw_tableSchema
+
+        # Taking defaults from init arguments
+        self.delimiter = delimiter
+        self.quotechar = quotechar
+        self.encoding = encoding
+
+        # Read csv-specific dialiect specification from JSON structure
+        if self.metadata.csvw_dialect is not None:
+            if self.metadata.csvw_dialect.csvw_delimiter is not None:
+                self.delimiter = str(self.metadata.csvw_dialect.csvw_delimiter)
+
+            if self.metadata.csvw_dialect.csvw_quotechar is not None:
+                self.quotechar = str(self.metadata.csvw_dialect.csvw_quoteChar)
+
+            if self.metadata.csvw_dialect.csvw_encoding is not None:
+                self.encoding = str(self.metadata.csvw_dialect.csvw_encoding)
+
+        logger.info("Quotechar: {}".format(self.quotechar.__repr__()))
+        logger.info("Delimiter: {}".format(self.delimiter.__repr__()))
+        logger.info("Encoding : {}".format(self.encoding.__repr__()))
+        logger.warning(
+            "Taking encoding, quotechar and delimiter specifications into account...")
+
+        # All IRIs in the metadata_graph need to at least be valid, this validates them
+        headersDict = {}
+        with io.open(self.file_name, 'rb') as f:
+            r = csv.reader(f, delimiter=self.delimiter, quotechar=self.quotechar, encoding=self.encoding)
+            headers = next(r)
+            headersDict = dict.fromkeys(headers)
+
+            # e.g. {{_row + 42}}, TypeError checking done in validateTerm for {{_row + <not_an_int>}} combinations
+            headersDict['_row'] = 0
+
+        for s, p, o in self.metadata_graph:
+            # We need to validate the terms on being valid IRIs, otherwise the conversion will break later on
+            validateTerm(s, headersDict)
+            validateTerm(p, headersDict)
+            validateTerm(o, headersDict)
+
+        # The metadata schema overrides the default namespace values
+        # (NB: this does not affect the predefined Namespace objects!)
+        # DEPRECATED
+        # namespaces.update({ns: url for ns, url in self.metadata['@context'][1].items() if not ns.startswith('@')})
+
+        # Cast the CSVW column rdf:List into an RDF collection
+        #print(self.schema.csvw_column)
+        # print(len(self.metadata_graph))
+
+        # TODO: change this to Python 3 as the line below is for Python 2 but it doesn't seem easy to change
+        # self.columns = Collection(self.metadata_graph, BNode(self.schema.csvw_column))
+        # Python 3 can't work out Item so we'll just SPARQL the graph
+
+        self.columns = [column_item.identifier for column_item in self.schema.csvw_column.items()]
+        #
+        # from pprint import pprint
+        # pprint(self.columns)
+        # print("LOOOOOOOOOOOOOOOOOOOOOOO")
+        # from pprint import pprint
+        # # pprint(self.schema.csvw_column)
+        # pprint([term for term in self.schema])
+        # pprint('----------')
+        # pprint([term for term in self.schema.csvw_column])
+
+
+
+    def convert_info(self):
+        """Converts the CSVW JSON file to valid RDF for serializing into the Nanopublication publication info graph."""
+
+        results = self.metadata_graph.query("""SELECT ?s ?p ?o
+                                               WHERE { ?s ?p ?o .
+                                                       FILTER(?p = csvw:valueUrl ||
+                                                              ?p = csvw:propertyUrl ||
+                                                              ?p = csvw:aboutUrl)}""")
+
+        for (s, p, o) in results:
+            # Use iribaker
+            object_value = str(o)
+            escaped_object = URIRef(iribaker.to_iri(object_value))
+            # print(escaped_object)
+
+            # If the escaped IRI of the object is different from the original,
+            # update the graph.
+            if escaped_object != o:
+                self.metadata_graph.set((s, p, escaped_object))
+                # Add the provenance of this operation.
+                self.np.pg.add((escaped_object,
+                            PROV.wasDerivedFrom,
+                            Literal(object_value, datatype=XSD.string)))
+                # print(str(o))
+
+        #walk through the metadata graph to remove illigal "Resource" blank node caused by python3 transition.
+        for s, p, o in self.metadata_graph.triples((None, None, None)):
+            subject_value = str(s)
+            if s.startswith("Resource("):
+                self.metadata_graph.remove((s,p,o))
+                self.metadata_graph.add((BNode(subject_value[9:-1]), p, o))
+                logger.debug("removed a triple because it was not formatted right. (started with \"Resource\")")
+
+        # Add the information of the schema file to the provenance graph of the
+        # nanopublication
+        self.np.ingest(self.metadata_graph, self.np.pg.identifier)
+
+        # for s,p,o in self.np.triples((None,None,None)):
+        #     print(s.__repr__,p.__repr__,o.__repr__)
+
+        return
+
+    def convert(self):
+        """Starts a conversion process (in parallel or as a single process) as defined in the arguments passed to the :class:`CSVWConverter` initialization"""
+        logger.info("Starting conversion")
+        writer = gzip.open if self.gzipped else open
+
+        with writer(self.target_file, 'wb') as target_file:
+            with open(self.file_name, 'rb') as csvfile:
+                logger.info("Opening CSV file for reading")
+                reader = csv.DictReader(csvfile,
+                                        encoding=self.encoding,
+                                        delimiter=self.delimiter,
+                                        quotechar=self.quotechar)
+
+                # If single-threaded
+                if self._processes == 1:
+                    self._simple(reader, target_file)
+
+                # If multi-threaded
+                elif self._processes > 1:
+                    try:
+                        self._parallel(reader, target_file)
+                    except TypeError:
+                        logger.info("TypeError in multiprocessing... falling back to serial conversion")
+                        self._simple(reader, target_file)
+                    except Exception:
+                        logger.error("Some exception occurred, falling back to serial conversion")
+                        traceback.print_exc()
+                        self._simple(reader, target_file)
+                else:
+                    logger.error("Incorrect process count specification")
+
+    def _simple(self, reader, target_file):
+        """Starts a single process for converting the file"""
+        logger.info("Starting in a single process")
+        c = BurstConverter(self.np.ag.identifier, self.columns,
+                        self.schema, self.metadata_graph, self.encoding, self.output_format)
+
+        # Out will contain an N-Quads serialized representation of the converted CSV
+        out = c.process(0, reader, 1)
+        target_file.write(out.encode())
+
+        self.convert_info()
+        target_file.write(self.np.serialize(format=self.output_format).encode())
+
+    def _parallel(self, reader, target_file):
+        """Starts parallel processes for converting the file. Each process will receive max ``chunksize`` number of rows"""
+        pool = mp.Pool(processes=self._processes)
+        logger.info(f"Running in {self._processes} processes")
+
+        burstConvert_partial = partial(_burstConvert,
+                                    identifier=self.np.ag.identifier,
+                                    columns=self.columns,
+                                    schema=self.schema,
+                                    metadata_graph=self.metadata_graph,
+                                    encoding=self.encoding,
+                                    chunksize=self._chunksize,
+                                    output_format=self.output_format)
+
+        for out in pool.imap(burstConvert_partial, enumerate(grouper(self._chunksize, reader))):
+            target_file.write(out.encode())
+
+        pool.close()
+        pool.join()
+
+        self.convert_info()
+        target_file.write(self.np.serialize(format=self.output_format).encode())
+
+
+def grouper(n, iterable, padvalue=None):
+    "grouper(3, 'abcdefg', 'x') --> ('a','b','c'), ('d','e','f'), ('g','x','x')"
+    return zip_longest(*[iter(iterable)] * n, fillvalue=padvalue)
+
+
+# This has to be a global method for the parallelization to work.
+def _burstConvert(enumerated_rows, identifier, columns, schema, metadata_graph, encoding, chunksize, output_format):
+    """The method used as partial for the parallel processing initiated in :func:`_parallel`."""
+    try:
+        count, rows = enumerated_rows
+        c = BurstConverter(identifier, columns, schema,
+                           metadata_graph, encoding, output_format)
+
+        logger.info("Process {}, nr {}, {} rows".format(
+            mp.current_process().name, count, len(rows)))
+
+        result = c.process(count, rows, chunksize)
+
+        logger.info("Process {} done".format(mp.current_process().name))
+
+        return result
+    except:
+        traceback.print_exc()
+
+
+class BurstConverter(object):
+    """The actual converter, that processes the chunk of lines from the CSV file, and uses the instructions from the ``schema`` graph to produce RDF."""
+
+    def __init__(self, identifier, columns, schema, metadata_graph, encoding, output_format):
+        self.ds = Dataset()
+        # self.ds = apply_default_namespaces(Dataset())
+        self.g = self.ds.graph(URIRef(identifier))
+
+        self.columns = columns
+        self.schema = schema
+        self.metadata_graph = metadata_graph
+        self.encoding = encoding
+        self.output_format = output_format
+        self.render_pattern_cache = LRUCache(1000)
+        self.expandURL_cache = LRUCache(256)
+        self.get_property_url_cache = LRUCache(10000)
+        self.templates = {}
+
+        self.aboutURLSchema = self.schema.csvw_aboutUrl
+
+    def equal_to_null(self, nulls, row):
+        """Determines whether a value in a cell matches a 'null' value as specified in the CSVW schema)"""
+        for n in nulls:
+            n = Item(self.metadata_graph, n)
+            col = str(n.csvw_name)
+            val = str(n.csvw_null)
+            if row[col] == val:
+                # logger.debug("Value of column {} ('{}') is equal to specified 'null' value: '{}'".format(col, unicode(row[col]).encode('utf-8'), val))
+                # There is a match with null value
+                return True
+        # There is no match with null value
+        return False
+    def process(self, count, rows, chunksize):
+        obs_count = count * chunksize
+
+        mult_proc_counter = 0
+        iter_error_counter = 0
+
+        columns_data = [
+            {
+                'column_item': Item(self.metadata_graph, c),
+                'csvw_name_str': str(Item(self.metadata_graph, c).csvw_name)
+            }
+            for c in self.columns
+        ]
+
+        for row in rows:
+            if row is None:
+                mult_proc_counter += 1
+                continue
+
+            row['_row'] = obs_count
+            obs_count += 1
+            count += 1
+
+            default_subject = self.expandURL(self.aboutURLSchema, row)
+
+            for column_data in columns_data:
+                column_item = column_data['column_item']
+                csvw_name_str = column_data['csvw_name_str']
+
+                try:
+                    value = row[csvw_name_str]
+
+                    if self.isValueNull(value, column_item):
+                        continue
+
+                    elif isinstance(column_item.csvw_null, Item):
+                        nulls = Collection(self.metadata_graph, BNode(column_item.csvw_null.identifier))
+                        if self.equal_to_null(nulls, row):
+                            continue
+
+                except KeyError:
+                    iter_error_counter += 1
+                    if isinstance(column_item.csvw_null, Item):
+                        nulls = Collection(self.metadata_graph, BNode(column_item.csvw_null.identifier))
+                        if self.equal_to_null(nulls, row):
+                            continue
+
+                parsed_column_data = {
+                    'csvw_virtual': parse_value(column_item.csvw_virtual),
+                    'csvw_name': csvw_name_str,
+                    'csvw_value': parse_value(column_item.csvw_value),
+                    'csvw_about_url': parse_value(column_item.csvw_aboutUrl),
+                    'csvw_value_url': parse_value(column_item.csvw_valueUrl),
+                    'csvw_datatype': parse_value(column_item.csvw_datatype)
+                }
+
+                try:
+                    s, p, o = self._process_column(row, default_subject, column_item, parsed_column_data)
+                    self.g.add((s, p, o))
+
+                    if '@id' in column_item:
+                        self.g.add((p, PROV['wasDerivedFrom'], URIRef(column_item['@id'])))
+
+                except Exception:
+                    traceback.print_exc()
+
+        logger.debug(f"{mult_proc_counter} row skips caused by multiprocessing...")
+        logger.debug(f"{iter_error_counter} errors encountered while trying to iterate over a NoneType...")
+        logger.info("... done")
+        return self.ds.serialize(format=self.output_format)
+
+    def _process_column(self, row, default_subject, column_item, parsed_column_data):
+        """This is a helper method to process each column item."""
+
+        csvw_virtual = parsed_column_data['csvw_virtual']
+        csvw_name = parsed_column_data['csvw_name']
+        csvw_value = parsed_column_data['csvw_value']
+        csvw_about_url = parsed_column_data['csvw_about_url']
+        csvw_value_url = parsed_column_data['csvw_value_url']
+        csvw_datatype = parsed_column_data['csvw_datatype']
+
+        if csvw_about_url is not None:
+            s = self.expandURL(csvw_about_url, row)
+        else:
+            s = default_subject
+
+        p = self.get_property_url(column_item.csvw_propertyUrl, csvw_name, row)
+
+        # Object property logic
+        if csvw_value_url is not None:
+            o = self.expandURL(csvw_value_url, row)
+            object_value = str(o)
+            if self.isValueNull(os.path.basename(object_value), column_item):
+                return s, p, None
+
+            if csvw_virtual == 'true' and csvw_datatype:
+                if URIRef(csvw_datatype) == XSD.anyURI:
+                    value = row[csvw_name]
+                    o = URIRef(iribaker.to_iri(value))
+
+                if URIRef(csvw_datatype) == XSD.linkURI:
+                    csvw_about_url = self._extract_between_braces(csvw_about_url)
+                    s = self.expandURL(csvw_about_url, row)
+                    csvw_value_url = self._extract_between_braces(csvw_value_url)
+                    o = self.expandURL(csvw_value_url, row)
+
+            if column_item.csvw_collectionUrl is not None:
+                self._handle_collection_url(column_item, o, row)
+
+            if column_item.csvw_schemeUrl is not None:
+                self._handle_scheme_url(column_item, o, row)
+
+        else:
+            value = self._determine_value(row, column_item, csvw_value, csvw_name)
+            o = self._determine_object(value, csvw_datatype, column_item.csvw_lang, row)
+
+        return s, p, o
+
+    def _determine_value(self, row, column_item, csvw_value, csvw_name):
+        if csvw_value is not None:
+            return self.render_pattern(csvw_value, row)
+        elif csvw_name is not None:
+            return row[csvw_name]
+        else:
+            raise Exception("No 'name' or 'csvw:value' attribute found for this column specification")
+
+    def _determine_object(self, value, csvw_datatype, csvw_lang, row):
+        if csvw_datatype is not None:
+            if URIRef(csvw_datatype) == XSD.anyURI:
+                return URIRef(iribaker.to_iri(value))
+            elif URIRef(csvw_datatype) == XSD.string and csvw_lang is not None:
+                return Literal(value, lang=self.render_pattern(csvw_lang, row))
+            else:
+                return Literal(value, datatype=csvw_datatype, normalize=False)
+        return Literal(value)
+
+    def _extract_between_braces(self, value):
+        return value[value.find("{"):value.find("}")+1]
+
+    def _handle_collection_url(self, column_item, o, row):
+        collection = self.expandURL(column_item.csvw_collectionUrl, row)
+        self.g.add((collection, RDF.type, SKOS['Collection']))
+        self.g.add((o, RDF.type, SKOS['Concept']))
+        self.g.add((collection, SKOS['member'], o))
+
+    def _handle_scheme_url(self, column_item, o, row):
+        scheme = self.expandURL(column_item.csvw_schemeUrl, row)
+        self.g.add((scheme, RDF.type, SKOS['Scheme']))
+        self.g.add((o, RDF.type, SKOS['Concept']))
+        self.g.add((o, SKOS['inScheme'], scheme))
+
+#    def process(self, count, rows, chunksize):
+#        """Process the rows fed to the converter. Count and chunksize are used to determine the
+#        current row number (needed for default observation identifiers)"""
+#
+#        obs_count = count * chunksize
+#
+#        # logger.info("Row: {}".format(obs_count)) #removed for readability
+#
+#        # We iterate row by row, and then column by column, as given by the CSVW mapping file.
+#        mult_proc_counter = 0
+#        iter_error_counter= 0
+#        for row in rows:
+#            # This fixes issue:10
+#            if row is None:
+#                mult_proc_counter += 1
+#                # logger.debug( #removed for readability
+#                #     "Skipping empty row caused by multiprocessing (multiple of chunksize exceeds number of rows in file)...")
+#                continue
+#
+#            # set the '_row' value in case we need to generate 'default' URIs for each observation ()
+#            # logger.debug("row: {}".format(obs_count)) #removed for readability
+#            row['_row'] = obs_count
+#            count += 1
+#
+#            # print(row)
+#
+#            # The self.columns dictionary gives the mapping definition per column in the 'columns'
+#            # array of the CSVW tableSchema definition.
+#
+#            default_subject = self.expandURL(self.aboutURLSchema, row)
+#
+#            for c in self.columns:
+#                s = None
+#                c = Item(self.metadata_graph, c)
+#
+#                try:
+#                    # Can also be used to prevent the triggering of virtual
+#                    # columns!
+#
+#                    # Get the raw value from the cell in the CSV file
+#                    value = row[str(c.csvw_name)]
+#
+#                    # This checks whether we should continue parsing this cell, or skip it.
+#                    if self.isValueNull(value, c):
+#                        continue
+#
+#                    # If the null values are specified in an array, we need to parse it as a collection (list)
+#                    elif isinstance(c.csvw_null, Item):
+#                        nulls = Collection(self.metadata_graph, BNode(c.csvw_null.identifier))
+#
+#                        if self.equal_to_null(nulls, row):
+#                            # Continue to next column specification in this row, if the value is equal to (one of) the null values.
+#                            continue
+#                except:
+#                    # No column name specified (virtual) because there clearly was no c.csvw_name key in the row.
+#                    # logger.debug(traceback.format_exc()) #removed for readability
+#                    iter_error_counter +=1
+#                    if isinstance(c.csvw_null, Item):
+#                        nulls = Collection(self.metadata_graph, BNode(c.csvw_null.identifier))
+#                        if self.equal_to_null(nulls, row):
+#                            # Continue to next column specification in this row, if the value is equal to (one of) the null values.
+#                            continue
+#
+#                try:
+#                    # This overrides the subject resource 's' that has been created earlier based on the
+#                    # schema wide aboutURLSchema specification.
+#
+#                    #TODO: set your environment correctly
+#                    csvw_virtual = parse_value(c.csvw_virtual)
+#                    csvw_name = parse_value(c.csvw_name)
+#                    csvw_value = parse_value(c.csvw_value)
+#                    csvw_about_url = parse_value(c.csvw_aboutUrl)
+#                    csvw_value_url = parse_value(c.csvw_valueUrl)
+#                    csvw_datatype = parse_value(c.csvw_datatype)
+#
+#                    if csvw_about_url is not None:
+#                        s = self.expandURL(csvw_about_url, row)
+#
+#                    p = self.get_property_url(c.csvw_propertyUrl, csvw_name, row)
+#
+#                    if csvw_value_url is not None:
+#                        # This is an object property, because the value needs to be cast to a URL
+#                        o = self.expandURL(csvw_value_url, row)
+#                        object_value = str(o)
+#                        if self.isValueNull(os.path.basename(object_value), c):
+#                            logger.debug("skipping empty value")
+#                            continue
+#
+#                        if csvw_virtual == 'true' and csvw_datatype is not None: 
+#                            
+#                            if URIRef(csvw_datatype) == XSD.anyURI:
+#                                # Special case: this is a virtual column with object values that are URIs
+#                                # For now using a test special property
+#                                value = row[csvw_name]
+#                                o = URIRef(iribaker.to_iri(value))
+#
+#                            if URIRef(csvw_datatype) == XSD.linkURI:
+#                                csvw_about_url = csvw_about_url[csvw_about_url.find("{"):csvw_about_url.find("}")+1]
+#                                s = self.expandURL(csvw_about_url, row)
+#                                # logger.debug("s: {}".format(s))
+#                                csvw_value_url = csvw_value_url[csvw_value_url.find("{"):csvw_value_url.find("}")+1]
+#                                o = self.expandURL(csvw_value_url, row)
+#                                # logger.debug("o: {}".format(o))
+#
+#                        # For coded properties, the collectionUrl can be used to indicate that the
+#                        # value URL is a concept and a member of a SKOS Collection with that URL.
+#                        if c.csvw_collectionUrl is not None:
+#                            collection = self.expandURL(c.csvw_collectionUrl, row)
+#                            self.g.add((collection, RDF.type, SKOS['Collection']))
+#                            self.g.add((o, RDF.type, SKOS['Concept']))
+#                            self.g.add((collection, SKOS['member'], o))
+#
+#                        # For coded properties, the schemeUrl can be used to indicate that the
+#                        # value URL is a concept and a member of a SKOS Scheme with that URL.
+#                        if c.csvw_schemeUrl is not None:
+#                            scheme = self.expandURL(c.csvw_schemeUrl, row)
+#                            self.g.add((scheme, RDF.type, SKOS['Scheme']))
+#                            self.g.add((o, RDF.type, SKOS['Concept']))
+#                            self.g.add((o, SKOS['inScheme'], scheme))
+#                    else:
+#                        # This is a datatype property
+#                        if csvw_value is not None:
+#                            value = self.render_pattern(csvw_value, row)
+#                        elif csvw_name is not None:
+#                            # print s
+#                            # print c.csvw_name, self.encoding
+#                            # print row[unicode(c.csvw_name)], type(row[unicode(c.csvw_name)])
+#                            # print row[unicode(c.csvw_name)].encode('utf-8')
+#                            # print '...'
+#                            value = row[csvw_name]
+#                        else:
+#                            raise Exception("No 'name' or 'csvw:value' attribute found for this column specification")
+#
+#                        p = self.get_property_url(c.csvw_propertyUrl, csvw_name, row)
+#
+#                        if csvw_datatype is not None:
+#                            if URIRef(csvw_datatype) == XSD.anyURI:
+#                                # The xsd:anyURI datatype will be cast to a proper IRI resource.
+#                                o = URIRef(iribaker.to_iri(value))
+#                            elif URIRef(csvw_datatype) == XSD.string and c.csvw_lang is not None:
+#                                # If it is a string datatype that has a language, we turn it into a
+#                                # language tagged literal
+#                                # We also render the lang value in case it is a
+#                                # pattern.
+#                                o = Literal(value, lang=self.render_pattern(
+#                                    c.csvw_lang, row))
+#                            else:
+#                                # csvw_datatype = str(c.csvw_datatype)
+#                                # print(type(csvw_datatype))
+#                                # print(csvw_datatype)
+#                                o = Literal(value, datatype=csvw_datatype, normalize=False)
+#                        else:
+#                            # It's just a plain literal without datatype.
+#                            o = Literal(value)
+#
+#
+#                    # Add the triple to the assertion graph
+#                    s = s if s else default_subject
+#                    self.g.add((s, p, o))
+#
+#                    # Add provenance relating the propertyUrl to the column id
+#                    if '@id' in c:
+#                        self.g.add((p, PROV['wasDerivedFrom'], URIRef(c['@id'])))
+#
+#                except:
+#                    # print row[0], value
+#                    traceback.print_exc()
+#
+#            # We increment the observation (row number) with one
+#            obs_count += 1
+#
+#        # for s,p,o in self.g.triples((None,None,None)):
+#        #     print(s.__repr__,p.__repr__,o.__repr__)
+#
+#        logger.debug(
+#            "{} row skips caused by multiprocessing (multiple of chunksize exceeds number of rows in file)...".format(mult_proc_counter))
+#        logger.debug(
+#            "{} errors encountered while trying to iterate over a NoneType...".format(mult_proc_counter))
+#        logger.info("... done")
+#        return self.ds.serialize(format=self.output_format)
+#
+#    # def serialize(self):
+#    #     trig_file_name = self.file_name + '.trig'
+#    #     logger.info("Starting serialization to {}".format(trig_file_name))
+#    #
+#    #     with open(trig_file_name, 'w') as f:
+#    #         self.np.serialize(f, format='trig')
+#    #     logger.info("... done")
+##        self.render_pattern_cache = {}
+##        self.expandURL_cache = {}
+##        self.get_property_url_cache = {}
+    
+    def render_pattern(self, pattern, row):
+        """Takes a Jinja or Python formatted string, and applies it to the row value"""
+        # Significant speedup by not re-instantiating Jinja templates for every
+        # row.
+        row_key = frozenset(row.items())
+        cache_key = (pattern,row_key)
+        cache_value = self.render_pattern_cache.get(cache_key)
+        if cache_value:
+            return cache_value
+        
+        if pattern in self.templates:
+            template = self.templates[pattern]
+        else:
+            template = self.templates[pattern] = Template(pattern)
+
+        # TODO This should take into account the special CSVW instructions such as {_row}
+        # First we interpret the url_pattern as a Jinja2 template, and pass all
+        # column/value pairs as arguments
+        # row = {str('Int'): int('104906'), str('Country'): str('Luxembourg'), str('_row'): 1, str('Rank'): str('2')}
+
+        # print(pattern)
+        # print(type(pattern))
+        # print(row)
+        # print(type(row))
+        # rendered_template = template.render(Int=120000)
+
+        rendered_template = template.render(**row)
+
+        try:
+            # We then format the resulting string using the standard Python2
+            # expressions
+            result = rendered_template.format(**row)
+        except:
+            logger.warning(
+                "Could not apply python string formatting, probably due to mismatched curly brackets. IRI will be '{}'. ".format(rendered_template))
+            result = rendered_template.format(**row)
+        
+        self.render_pattern_cache.put(cache_key,result)
+        return result
+
+    def get_property_url(self, csvw_propertyUrl, csvw_name, row):
+        # If propertyUrl is specified, use it, otherwise use the column name
+
+        row_key = frozenset(row.items())
+        cache_key = (csvw_propertyUrl, csvw_name, row_key)
+        cache_value = self.get_property_url_cache.get(cache_key)
+        if cache_value:
+            return cache_value
+        
+        p = None
+        propertyUrl = None
+        if csvw_propertyUrl is not None:
+            p = self.expandURL(csvw_propertyUrl, row)
+        else:
+            if "" in self.metadata_graph.namespaces():
+                propertyUrl = self.metadata_graph.namespaces()[""][
+                    csvw_name]
+            else:
+                propertyUrl = "{}{}".format(get_namespaces()['sdv'],
+                                            csvw_name)
+            p = self.expandURL(propertyUrl, row)
+
+        self.get_property_url_cache.put(cache_key,p)
+        return p
+    
+
+    def expandURL(self, url_pattern, row, datatype=False):
+        """Takes a Jinja or Python formatted string, applies it to the row values, and returns it as a URIRef"""
+        unicode_url_pattern = parse_value(url_pattern)
+        row_key = frozenset(row.items())
+        cache_key = (url_pattern, row_key)
+        cache_value = self.expandURL_cache.get(cache_key)
+        if cache_value:
+            return cache_value
+
+        url = self.render_pattern(unicode_url_pattern, row)
+        try:
+            iri = iribaker.to_iri(url)
+            rfc3987.parse(iri, rule='IRI')
+        except: 
+            raise Exception("Cannot convert `{}` to valid IRI".format(url))
+        iri = URIRef(iri)
+        self.expandURL_cache.put(cache_key,iri)
+        return iri
+    
+    def isValueNull(self, value, c):
+        """This checks whether we should continue parsing this cell, or skip it because it is empty or a null value."""
+        try:
+            if len(value) == 0 and str(c.csvw_parseOnEmpty) == "true":
+                # print("Not skipping empty value")
+                return False #because it should not be skipped
+            elif len(value) == 0 or value == parse_value(c.csvw_null) or value in [parse_value(n) for n in c.csvw_null] or value == parse_value(self.schema.csvw_null):
+                # Skip value if length is zero and equal to (one of) the null value(s)
+                # logger.debug(
+                #     "Length is 0 or value is equal to specified 'null' value")
+                return True
+        except:
+            # logger.debug("null does not exist or is not a list.") #this line will print for every cell in a csv without a defined null value.
+            pass
+        return False
+
+#Least Recently used Cache    
+class LRUCache:
+
+    def __init__(self,capacity = 256):
+        self.capacity = capacity
+        self.data = OrderedDict()
+        self.key_set = set()
+
+
+#Gets the data the cache
+    def get(self,key):
+        if key in self.key_set:
+            value = self.data.pop(key)
+            self.data[key] = value
+            return value
+        return None
+#adding the data to cache
+    def put(self,key,value):
+        if key in self.key_set:
+            self.data.pop(key)
+        elif len(self.data) >= self.capacity:
+            self.key_set.remove(next(iter(self.data)))
+            self.data.popitem(last=False)
+        self.data[key] = value
+        self.key_set.add(key)
+
diff --git a/src/converter/trail.py b/src/converter/trail.py
new file mode 100644
index 0000000..5a6684a
--- /dev/null
+++ b/src/converter/trail.py
@@ -0,0 +1,3 @@
+import dask.dataframe as dd
+pd = dd.read_csv("artists.csv",delimiter = " ",error_bad_lines = False)
+print(pd)
\ No newline at end of file
diff --git a/src/converter/util/__init__.py b/src/converter/util/__init__.py
new file mode 100644
index 0000000..67724bc
--- /dev/null
+++ b/src/converter/util/__init__.py
@@ -0,0 +1,262 @@
+from rdflib import Dataset, Graph, Namespace, RDF, RDFS, OWL, XSD, Literal, URIRef
+
+try:
+    # git install
+    import converter.csvw as csvw
+except ImportError:
+    # pip install
+    import cow_csvw.converter.csvw as csvw
+
+import os
+import yaml
+import datetime
+import string
+import logging
+import iribaker
+import urllib
+import uuid
+from jinja2 import Template
+import rfc3987
+import re
+from hashlib import sha1
+
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
+ch = logging.StreamHandler()
+ch.setLevel(logging.INFO)
+logger.addHandler(ch)
+
+"""
+Initialize a set of default namespaces from a configuration file
+(namespaces.yaml)
+"""
+# global namespaces
+namespaces = {}
+YAML_NAMESPACE_FILE = os.path.join(os.path.dirname(os.path.realpath(__file__)),
+                                   'namespaces.yaml')
+
+
+def init():
+    """
+    Initialize the module and assign namespaces to globals
+    """
+    # Read the file into a dictionary
+    with open(YAML_NAMESPACE_FILE, 'r') as nsfile:
+        global namespaces
+        namespaces = yaml.load(nsfile, Loader=yaml.Loader)
+
+    # Replace each value with a Namespace object for that value
+    for prefix, uri in namespaces.items():
+        if isinstance(prefix, str) and isinstance(uri, str):
+            namespaces[prefix] = Namespace(uri)
+
+    # Add all namespace prefixes to the globals dictionary (for exporting)
+    for prefix, namespace in namespaces.items():
+        globals()[prefix.upper()] = namespace
+
+# Make sure the namespaces are initialized when the module is imported
+init()
+
+
+
+# TODO: put in class as it is part of Nanopublication 
+
+def open_file_then_apply_git_hash(file_name):
+    """
+    Generates a Git-compatible hash for identifying (the current version of)
+    the data
+    """
+    file_hash = sha1()
+    file_size = 0
+
+    try:
+        file_size = os.path.getsize(file_name)
+    except OSError as e:
+        logger.error(f"Could not find the file: {file_name}\n")
+        raise e
+
+    git_specific_prefix = f"blob {file_size}\0"
+    file_hash.update(git_specific_prefix.encode('utf-8'))
+    with open(file_name, 'rb') as infile:
+        for line in infile:
+            file_hash.update(line)
+    return file_hash.hexdigest()
+
+# Part of Burstconverter + build_schema
+def process_namespaces(base=None):
+    """Return the global namespaces and process the base IRI if needed"""
+    if base:
+        namespaces['sdr'] = Namespace(str(base + '/'))
+        namespaces['sdv'] = Namespace(str(base + '/vocab/'))
+        with open(YAML_NAMESPACE_FILE, 'w') as outfile:
+            yaml.dump(namespaces, outfile, default_flow_style=True)
+    return namespaces
+
+def get_namespaces():
+    """Return the global namespaces with no frills"""
+    return namespaces
+
+def patch_namespaces_to_disk(nameSpaceDict):
+    """Patch any namespace(s) in memory and write it to the yaml namespace
+    file. Namespaces that require to be lazily loaded, instead of being
+    loaded on startup, can be called with this function."""
+    # TODO refactor to lazily load the namespaces YAML file, so that this 
+    # function isn't needed
+    for prefix, value in nameSpaceDict.items():
+        namespaces[prefix] = Namespace(value)
+        globals()[prefix.upper()] = namespaces[prefix]
+    with open(YAML_NAMESPACE_FILE, 'w') as outfile:
+        yaml.dump(namespaces, outfile, default_flow_style=True)
+
+def validateTerm(term, headers):
+    # IRIs have a URIRef type
+    if type(term) == URIRef:
+        iri = None
+        template = Template(term)
+        # http://example.com/{{jinja_statement}} --> http://example.com/None
+
+        rendered_template = None
+        try:
+            rendered_template = template.render(**headers)
+            # http://example.com/{csv_column_name} --> http://example.com/None
+        except TypeError as e:
+            # This could happen when LD concepts interact with Jinja concepts,
+            # e.g. {{ _row + 'some_string' }}
+            # In that case we take the {{ }} out, and assume the template is
+            # fine. In the rare cases it isn't, the conversion will fail
+            rendered_template = re.sub(r'/{{.+}}', '', str(term))
+
+        try:
+            potentially_valid_iri = rendered_template.format(**headers)
+            iri = iribaker.to_iri(potentially_valid_iri)
+            rfc3987.parse(iri, rule='IRI')
+        except ValueError as e:
+            logger.error(f"Found an invalid IRI: {iri}")
+            raise e
+
+def parse_value(value):
+    if value == None:
+        return value
+    elif type(value) is csvw.Item:
+        # See https://rdflib.readthedocs.io/en/stable/rdf_terms.html
+        return str(value.identifier)
+    else: # assuming value is a string or can be coerced as such
+          # (i.e. rdflib.term)
+        return str(value)
+
+
+class Nanopublication(Dataset):
+    """
+    A subclass of the rdflib Dataset class that comes pre-initialized with
+    required Nanopublication graphs: np, pg, ag, pig, for nanopublication,
+    provenance, assertion and publication info, respectively.
+
+    NOTE: Will only work if the required namespaces are specified in
+    namespaces.yaml and the init() function has been called
+    """
+
+    def __init__(self, file_name):
+        """
+        Initialize the graphs needed for the nanopublication
+        """
+        super().__init__()
+
+        # Virtuoso does not accept BNodes as graph names
+        self.default_context = Graph(store=self.store,
+                                     identifier=URIRef(uuid.uuid4().urn))
+
+
+        # Assign default namespace prefixes
+        for prefix, namespace in namespaces.items():
+            self.bind(prefix, namespace)
+
+        # Get the current date and time (UTC)
+        timestamp = datetime.datetime.utcnow().strftime("%Y-%m-%dT%H:%M")
+
+        # Obtain a hash of the source file used for the conversion.
+        # TODO: Get this directly from GitLab
+        source_hash = open_file_then_apply_git_hash(file_name)
+
+        # Shorten the source hash to 8 digits (similar to Github)
+        short_hash = source_hash[:8]
+
+        # Determine a 'hash_part' for all timestamped URIs generated through
+        # this procedure
+        hash_part = f"{short_hash}/{timestamp}"
+
+        # A URI that represents the version of the file being converted
+        self.dataset_version_uri = SDR[source_hash]
+        self.add((self.dataset_version_uri, SDV['path'],
+                  Literal(file_name, datatype=XSD.string)))
+        self.add((self.dataset_version_uri, SDV['sha1_hash'],
+                  Literal(source_hash, datatype=XSD.string)))
+
+        # ----
+        # The nanopublication graph
+        # ----
+        name = (os.path.basename(file_name)).split('.')[0]
+        self.uri = SDR[f"{name}/nanopublication/{hash_part}"]
+
+
+        # The Nanopublication consists of three graphs
+        assertion_graph_uri = SDR[f"{name}/assertion/{hash_part}"]
+        provenance_graph_uri = SDR[f"{name}/provenance/{hash_part}"]
+        pubinfo_graph_uri = SDR[f"{name}/pubinfo/{hash_part}"]
+
+        self.ag = self.graph(assertion_graph_uri)
+        self.pg = self.graph(provenance_graph_uri)
+        self.pig = self.graph(pubinfo_graph_uri)
+
+        # The nanopublication
+        self.add((self.uri , RDF.type, NP['Nanopublication']))
+        # The link to the assertion
+        self.add((self.uri , NP['hasAssertion'], assertion_graph_uri))
+        self.add((assertion_graph_uri, RDF.type, NP['Assertion']))
+        # The link to the provenance graph
+        self.add((self.uri , NP['hasProvenance'], provenance_graph_uri))
+        self.add((provenance_graph_uri, RDF.type, NP['Provenance']))
+        # The link to the publication info graph
+        self.add((self.uri , NP['hasPublicationInfo'], pubinfo_graph_uri))
+        self.add((pubinfo_graph_uri, RDF.type, NP['PublicationInfo']))
+
+        # ----
+        # The provenance graph
+        # ----
+
+        # Provenance information for the assertion graph (the data structure
+        # definition itself)
+        self.pg.add((assertion_graph_uri, PROV['wasDerivedFrom'],
+                     self.dataset_version_uri))
+        # self.pg.add((dataset_uri, PROV['wasDerivedFrom'],
+        #              self.dataset_version_uri))
+        self.pg.add((assertion_graph_uri, PROV['generatedAtTime'],
+                     Literal(timestamp, datatype=XSD.dateTime)))
+
+        # ----
+        # The publication info graph
+        # ----
+
+        # The URI of the latest version of this converter
+        # TODO: should point to the actual latest commit of this converter.
+        # TODO: consider linking to this as the plan of some activity, rather
+        # than an activity itself.
+        clariah_uri = URIRef('https://github.com/CLARIAH/wp4-converters')
+
+        self.pig.add((self.uri, PROV['wasGeneratedBy'], clariah_uri))
+        self.pig.add((self.uri, PROV['generatedAtTime'],
+                      Literal(timestamp, datatype=XSD.dateTime)))
+
+
+    def ingest(self, graph, target_graph=None):
+        """
+        Adds all triples in the RDFLib ``graph`` to this
+        :class:`Nanopublication` dataset. If ``target_graph`` is ``None``,
+        then the triples are added to the default graph, otherwise they are
+        added to the indicated graph
+        """
+        if target_graph is None:
+            for s, p, o in graph:
+                self.add((s, p, o))
+        else:
+            for s, p, o in graph:
+                self.add((s, p, o, target_graph))
diff --git a/src/converter/util/namespaces.yaml b/src/converter/util/namespaces.yaml
new file mode 100644
index 0000000..90eb29f
--- /dev/null
+++ b/src/converter/util/namespaces.yaml
@@ -0,0 +1,39 @@
+{aat: !!python/object/new:rdflib.namespace.Namespace ['http://vocab.getty.edu/aat/'],
+  bibo: !!python/object/new:rdflib.namespace.Namespace ['http://purl.org/ontology/bibo/'],
+  bio: !!python/object/new:rdflib.namespace.Namespace ['http://purl.org/vocab/bio/0.1/'],
+  cidoc: !!python/object/new:rdflib.namespace.Namespace ['http://www.cidoc-crm.org/cidoc-crm/'],
+  civ: !!python/object/new:rdflib.namespace.Namespace ['https://iisg.amsterdam/id/civ/'],
+  csvw: !!python/object/new:rdflib.namespace.Namespace ['http://www.w3.org/ns/csvw#'],
+  dbo: !!python/object/new:rdflib.namespace.Namespace ['http://dbpedia.org/ontology/'],
+  dc: !!python/object/new:rdflib.namespace.Namespace ['http://purl.org/dc/terms/'],
+  dc11: !!python/object/new:rdflib.namespace.Namespace ['http://purl.org/dc/elements/1.1/'],
+  dcterms: !!python/object/new:rdflib.namespace.Namespace ['http://purl.org/dc/terms/'],
+  ecpo: !!python/object/new:rdflib.namespace.Namespace ['http://purl.org/ontology/ecpo#'],
+  foaf: !!python/object/new:rdflib.namespace.Namespace ['http://xmlns.com/foaf/0.1/'],
+  frbr: !!python/object/new:rdflib.namespace.Namespace ['http://purl.org/spar/frbr/core#'],
+  geo: !!python/object/new:rdflib.namespace.Namespace ['http://www.opengis.net/ont/geosparql#'],
+  geonames: !!python/object/new:rdflib.namespace.Namespace ['http://www.geonames.org/ontology#'],
+  gvp: !!python/object/new:rdflib.namespace.Namespace ['http://vocab.getty.edu/ontology#'],
+  juso: !!python/object/new:rdflib.namespace.Namespace ['http://http://rdfs.co/juso/'],
+  lemon: !!python/object/new:rdflib.namespace.Namespace ['http://lemon-model.net/lemon#'],
+  midi: !!python/object/new:rdflib.namespace.Namespace ['http://purl.org/midi-ld/midi#'],
+  np: !!python/object/new:rdflib.namespace.Namespace ['http://www.nanopub.org/nschema#'],
+  owl: !!python/object/new:rdflib.namespace.Namespace ['http://www.w3.org/2002/07/owl#'],
+  periodo: !!python/object/new:rdflib.namespace.Namespace ['http://n2t.net/ark:/99152/p0v#'],
+  pnv: !!python/object/new:rdflib.namespace.Namespace ['https://www.lodewijkpetram.nl/vocab/pnv/doc/'],
+  prov: !!python/object/new:rdflib.namespace.Namespace ['http://www.w3.org/ns/prov#'],
+  qb: !!python/object/new:rdflib.namespace.Namespace ['http://purl.org/linked-data/cube#'],
+  rdf: !!python/object/new:rdflib.namespace.Namespace ['http://www.w3.org/1999/02/22-rdf-syntax-ns#'],
+  rdfs: !!python/object/new:rdflib.namespace.Namespace ['http://www.w3.org/2000/01/rdf-schema#'],
+  schema: !!python/object/new:rdflib.namespace.Namespace ['http://schema.org/'], sdmx-concept: !!python/object/new:rdflib.namespace.Namespace [
+    'http://purl.org/linked-data/sdmx/2009/concept#'], sdmx-dimension: !!python/object/new:rdflib.namespace.Namespace [
+    'http://purl.org/linked-data/sdmx/2009/dimension#'], sdr: !!python/object/new:rdflib.namespace.Namespace [
+    'https://example.com/id/'], sdv: !!python/object/new:rdflib.namespace.Namespace [
+    'https://example.com/id/vocab/'], sem: !!python/object/new:rdflib.namespace.Namespace [
+    'http://semanticweb.cs.vu.nl/2009/11/sem/'], skos: !!python/object/new:rdflib.namespace.Namespace [
+    'http://www.w3.org/2004/02/skos/core#'], time: !!python/object/new:rdflib.namespace.Namespace [
+    'http://www.w3.org/2006/time#'], ulan: !!python/object/new:rdflib.namespace.Namespace [
+    'http://vocab.getty.edu/ulan/'], wgs84: !!python/object/new:rdflib.namespace.Namespace [
+    'http://www.w3.org/2003/01/geo/wgs84_pos#'], xml: !!python/object/new:rdflib.namespace.Namespace [
+    'http://www.w3.org/XML/1998/namespace/'], xsd: !!python/object/new:rdflib.namespace.Namespace [
+    'http://www.w3.org/2001/XMLSchema#']}
diff --git a/src/csvw_tool.py b/src/csvw_tool.py
new file mode 100644
index 0000000..c422f76
--- /dev/null
+++ b/src/csvw_tool.py
@@ -0,0 +1,126 @@
+#!/usr/bin/python3
+import cProfile
+try:
+    # git install
+    from converter.csvw import CSVWConverter, build_schema, extensions
+except ImportError:
+    # pip install
+    from cow_csvw.converter.csvw import CSVWConverter, build_schema, extensions
+import os
+import datetime
+import argparse
+import sys
+import gzip
+import traceback
+import cProfile
+from glob import glob
+from rdflib import ConjunctiveGraph
+from werkzeug.utils import secure_filename
+import codecs
+from pathlib import Path
+
+class COW(object):
+
+    def __init__(self, mode=None, files=None, dataset=None, delimiter=None,
+                 encoding=None, quotechar='\"', processes=4, chunksize=5000,
+                 base="https://example.com/id/", output_format='nquads',
+                 gzipped=False):
+        """
+        COW entry point
+        """
+
+        for source_file in files:
+            if mode == 'build':
+                print("Building schema for {}".format(source_file))
+                target_file = "{}-metadata.json".format(source_file)
+
+                if os.path.exists(target_file):
+                    path = Path(target_file)
+                    modifiedTime = os.path.getmtime(path)
+                    timestamp = datetime.datetime.fromtimestamp(modifiedTime)
+                    timestamp = timestamp.isoformat()
+                    filename = secure_filename(f"{path.name} {timestamp}")
+                    new_path = Path(path.parent, filename)
+                    os.rename(path, new_path)
+                    print(f"Backed up prior version of schema to {new_path}")
+
+                build_schema(source_file, target_file, dataset_name=dataset,
+                             delimiter=delimiter, encoding=encoding,
+                             quotechar=quotechar, base=base)
+
+            elif mode == 'convert':
+                print("Converting {} to RDF".format(source_file))
+
+                try:
+                    c = CSVWConverter(source_file, delimiter=delimiter,
+                                      quotechar=quotechar, encoding=encoding,
+                                      processes=processes, chunksize=chunksize,
+                                      output_format='nquads', base=base,
+                                      gzipped=gzipped)
+                    c.convert()
+
+                    # We convert the output serialization if different from nquads
+                    if output_format not in ['nquads']:
+                        func = open
+                        quads_filename = source_file + '.' + 'nq'
+                        new_filename = source_file + '.' + extensions[output_format]
+                        if gzipped:
+                            func = gzip.open
+                            quads_filename = quads_filename + '.gz'
+                            new_filename = new_filename + '.gz'
+
+                        with func(quads_filename, 'rb') as nquads_file:
+                            g = ConjunctiveGraph()
+                            g.parse(nquads_file, format='nquads') if not gzipped\
+                                    else g.parse(data=nquads_file.read(), format='nquads')
+
+                        # We serialize in the requested format
+                        with func(new_filename, 'w') as output_file:
+                            g.serialize(destination=output_file,
+                                        format=output_format)
+
+                except ValueError:
+                    raise
+                except:
+                    print("Something went wrong, skipping {}.".format(source_file))
+                    traceback.print_exc(file=sys.stdout)
+            else:
+                print("Whoops for file {}".format(source_file))
+
+def main():
+    parser = argparse.ArgumentParser(description="Not nearly CSVW compliant schema builder and RDF converter")
+    parser.add_argument('mode', choices=['convert','build'], default='convert', help='Use the schema of the `file` specified to convert it to RDF, or build a schema from scratch.')
+    parser.add_argument('files', metavar='file', nargs='+', type=str, help="Path(s) of the file(s) that should be used for building or converting. Must be a CSV file.")
+    parser.add_argument('--dataset', dest='dataset', type=str, help="A short name (slug) for the name of the dataset (will use input file name if not specified)")
+    parser.add_argument('--delimiter', dest='delimiter', default=None, type=str, help="The delimiter used in the CSV file(s)")
+    parser.add_argument('--quotechar', dest='quotechar', default='\"', type=str, help="The character used as quotation character in the CSV file(s)")
+    parser.add_argument('--encoding', dest='encoding', default=None, type=str, help="The character encoding used in the CSV file(s)")
+    parser.add_argument('--processes', dest='processes', default='1', type=int, help="The number of processes the converter should use")
+    parser.add_argument('--chunksize', dest='chunksize', default='5000', type=int, help="The number of rows processed at each time")
+    parser.add_argument('--gzip', action='store_true', help="Compress the output using gzip")
+    parser.add_argument('--base', dest='base', default='https://example.com/id/', type=str, help="The base for URIs generated with the schema (only relevant when `build`ing a schema)")
+    parser.add_argument('--format', '-f', dest='format', nargs='?', choices=['xml', 'n3', 'turtle', 'nt', 'pretty-xml', 'trix', 'trig', 'nquads'], default='nquads', help="RDF serialization format")
+    parser.add_argument('--version', dest='version', action='version', version = '1.16')
+
+    args = parser.parse_args()
+
+    files = []
+    for f in args.files:
+        files += glob(f)
+
+    if args.encoding:
+        try:
+            codecs.lookup(args.encoding)
+        except LookupError:
+            print("Invalid character encoding. See https://docs.python.org/3.8/library/codecs.html#standard-encodings to see which encodings are possible.")
+            sys.exit(1)
+
+    COW(args.mode, files, args.dataset, args.delimiter, args.encoding,
+        args.quotechar, args.processes, args.chunksize, args.base,
+        args.format, args.gzip)
+
+if __name__ == '__main__':
+   cProfile.run("main()")
+
+# FILE = '../sdh-private-hisco-datasets/hisco_45.csv'
+# SCHEMA = '../sdh-private-hisco-datasets/hisco_45.csv-metadata.json'
diff --git a/src/output.txt b/src/output.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4b0f14bde1566e86bc8f01bfb442a23a45a05e30
GIT binary patch
literal 257248
zcmdVDYmXksk?+~B2RPq>?}q2aku1r&4U7R~S)TEXY|ElN#x52h#H(oYHY8<9KG?6m
zyZNg>Ls^*-S(TMtRZlMnvYXZQbp0zLGVU4q|NcLpU%j|`e)adOhgYwz-dsIN-#@;(
zb@k5G|8@24+bgfr_1Edj{q*nO)6d?dPu#lt`sz1VzrFe&SO1j0um5~{^}*FIuii_4
zK1zQ+O+SBh^?mxy_opZDyj$t}Z?B%FKd;mGx6?fzq(8q%cYkvAVfuUP>ScQRldEUx
zFQ~vb|IGhP{{!o-boVb4w)fI!K1%<4o$k9oz0rg8J?JvRKc?UKV0zDo>FceldsjbQ
z{mb;3Hwnx0bd5LWC(qM&&(fXc=fR&biw<ulbleLKUQWN=?&8Y*^xn@F?|GEo<7xVw
zJ@a4E|9CU5yhxO(Dfd5TZ<Oi&{`7qQ|BFP8Urc}Or(3W5Dn0X6diFmi47aZCP85Y#
z&=zjM!Pn{fw~2=Lul_Yr@q@&H4-?wE>Cfx*&Rl<*e*QZB`7Yi6;_7eH&tmi+Ul{!_
z6TLniLeE<xt@^W-(*9E;wEy_(<3#=2Y27|d+=(gt-VMO`$y*9*eX{0|bL8l5f%?6~
zjStd0eRx$%bq}pSN%|n-#~5YNDz}sDK1{meb%D~J@o7S8-(QOVpC*dkPSkvpa6YSW
zikeUbJ*+>%`F;oT);%NC{3J=~`)_3c&V#q+{m1E!kEXvR7vGz#Lx~?PH^1`B^vU`i
zb<Y^u4}R8YqU<Y&R!@hrV>%#Sm1Af>{8@u7qs3yzRGQ01O<Vrohc?>;B+qOD_UwlS
z{djJ@(xc~>+~$t>N=?5xA~4-f*6m@^mQT`3Va2?v*7bX7UHl@g7thmDCL;v+Jad_}
zdzLYMJX;lD!W+4tkljzVlYdLwiC6V;;^DiAYJ49(Z;h89hM!tO$+Ken9-}l=`WjPZ
z4dqt;LPxj_4PT}2@K*56-b_BogNo0F@JMXfI($xiXZ$4jsiI>`2O6$hN$1)3`&*V8
z8G4tsfks|OcI0}kkr5Y|ceaKMzu`QZ;q`({92Td~_rGd-eVTNa__(ZfTe?d0+bVIj
z?!X)6`9yK|Q)Kk*v<kHbOqaY)*NJw}!at^eBig;!@aNW0#;bY@N<2Ss$xg)H->oD8
z$H`lphFB-__+KZ4#A*@sA}bba)irwZshWDk=P#3nBXa;B@1@xDZu*yakDP(D@XNQF
z4_k<SzJK-KDMEabJ{4gmqB>H$Y{iUT)M`SW<uBA;t7v!AkfS#ZIa2JsZIj#&0$*oc
zO7NxZH_Wxgb)|%i4!FsTkd+~$KxXB>lkg8FFDUk9mgSi&Q;8j~@46CBd?T7??8+?N
zP3z-Dl6~HWOc?*euOkyxuiKmVRv*3f<J)glzQg-Tp59HGv8Hj$W1sUXisAS@*OMyv
zA}{;9#08{^Y!)&`rt8_Hz0g<XdkEJ}(xLB9oIrDepZr>+L-8EPV!R_(v`NppUpb08
zw!znv8065j=d#|vS=9bG@!oJRYyDBVK7!iBv!GTE^KM#^c+=m%U8SZiqt!WPyIPv)
zdNM;E=yuZU_d-2#>&C1}<qe>>QMR;7CH+gPV>!|7BR<+E!Kbckb>C0&E{V6g%iWY|
z!rS@ot$tT6hdeWS6Um~Q<n1n5s8J2HzutU5c|r1nRGY)AM%%-ihv~c5N&B-}O76&F
z-JCT+4t1X0TJl0a9?WI!uaA%dGSx_wvRjd~;4zM6-}aXlDp=%NiL;S%EY{7I4C=$I
zTl_KBrZf>*0@W99I(k*JEW<LlS9>DgU$&`MNMGh$+8jMqU8>rz5?5~an|zp7AF+9f
z-aPuHsFCPo#6PBjRYr|uCa)Kp@D9o_umbubL@?YO9k1$hPu}<@VO9n$N3^XR!_A^K
zc8Ltbk+@rV;ZfiCZn8&YcgY3Q<??iv55zYxpWpJ>dupA1Ep7Wv=mJpGm9=Ww)nIz#
zW~_nMo8Z^u`4~@-vw3$?#2b7Md%JlaP}ka5;_T4gQpOw2rHn2wDy-3)jPk}?1t_xr
zo6zAPA5YPZYQ<#Q{o5!m8sSUK&Hdkoi2qkfx>R3b^;1pw*Wg`l-4IW^wQ4??*38|>
z`!>#4Wh>$g`O%xp8G1M23_1Y+_Q&*IuR^|%;T@|{$5q<BWem-PR<`ORJ|SyAj*V^&
za^;-W&$}q*$ZunvmC^dYmADvFc}*{$^*&Yw&hIm?&EYN3d1?{3Uq_=p@ZNQ+mR3Mp
zD}!U!bblZ7ym$F@vORr%Cmnnv`YqNaduxRcomRjCS<aIT+ndzwNyRaexlt`~j#d3I
zX=JNgta+kH=Lnb1dK1-+dhC#P0gSv$ET{WRoOm+Vbg!ov4&OSGvQba;EZ%(jR?2!b
z+b@$$j_@YV(Cp0{y57*zeVXlNuYR*PrJOxT9(LX1YW#?4te>_cw{tuM*1!6P6@@-s
z^#^W7g{|ceu(wH`HFcaf$+uaGcy79+$sfp)X1*vr6?BB%O}oRCJK!rF7rxV4a)zH|
z^4ONSShIOa-CIAfBcY5T@D|i%9BJ;+n$Q_*>X#{6BNvjr>f8ZCZ1f^k++U@i?rW3I
zcr$7N%D|aL%I_G}?nYyWz551YU4aiLk73?hZ#x93Z`0lWa`I7Q&3=>p2dtFVRNf=_
zBx#MGlFoRU{`Gx+tnyJWBGw!GY6+7)^<{mVGA4>#+ud0=SL5+6vbujyGDdbz8B@hY
zMCf!MkVPR|x5TkyclFG31xvlh@d{&ykE)>lEme`Gd!#Lmqw6b<xb~GsES7Ykc^I<8
zbY}mQI7cUKd#}Rio1L-F*y&0R%<?F6>m?r%DP8X*pu!d7_5MW9m3{dqFHs#?_*dHh
zMaMi{9psuLzvCwJjgA9$kKIppi>_5<(DE(n@vGm6w;8R`d(K{`Mjz`BO*qj05Z2T3
z+o-e5XSZU{sFb)fG8FRV=XvtKCJlkS)qD}Q9^9S_@fE*zUQG4jyc<m(opq(edoS3B
z6H}_BW{kn#Q=?+#S*)WyOzJ0JqSI&=G{(4&Nc$$xjo8CC$!@dvitfRPi=+Fh#?aBV
zV47R#VoXO$R?R~yq-do~v87#Te)Yzb@UrButnrfGPdwy%Nmt@Sn&%(U?ARS>o@Qh*
zZYK#_+ZlJReA!-oi~i`Ar4kGEUZ#H|%F#D0-W)MCrKa46ldLh*<yG>WiB4P50e!z`
z;=<P6PBJEBrsX`vsP>Lk6yudruLAm;(XB)vs+-w<0JIsM+p+G)n>(_eo^j2)eALg>
zLUazLpc8sxo+ThQi*f>IaSu$$6I#pS49!pR5`~l>$+>?d`}Z>a&AU`3UnX5k6*49(
zd=hAg9t#!U^Q$D^@P?;8o+KUXLkA48^t~z0j=Nv>*6}fpc^~aLIJBzqR}>S-vw|i|
zSg_kf?{yA^e)2WF*}CUfZ#7Jbg**uR1F<E0NiUISjJ)okeJ9B-6UrndZHnM$vM;dq
zfU$3D`nr8j8x1*7+gU7o+tSb4bxFOwv}o+Fh}VetM->2F8`lk&kl}S$A7-qfp?_<-
zREbjWSxVF=4T>&dLSBVQJL9Qi#l4~XX3Ul_DZ_U+X`<!1JZoHvXvDRWYPzz7$M)E3
zuM-mum@(I)Q>#NcOV3`o;5W75r>Qc+B)dopjH2;t6KXF}N&5@&gjjJN3)1g7=C9QJ
z(d@*MddpaN=i4c^EHlL4Bx%CCog>3Hqr#{C_4yfKt@U6nIe5Y~)-_q;IkzWm-a<m;
zUdpGR22dkmCdF25Wc_V@UMx0#ol`X~{=bz%(nr$VUnY*R=AK^tVe&#+xq|o^nVW4K
z{+_mk6Zc9}F6Vr*4lgY}7O=ch;(9OH6?PiObZ+B9e>3%z9qjmTbNMz&q6f*ozkU^a
z35(4fvO09#Lqy*Mf0<k|M?_U%Ek{Q0Z_Mi@M65XCM)r)6*_B@SK7Bu@ROVWVi=B%-
zmN)KIY2!k_fQ-(Adr5ykF3=cdKxN-=;hT?JmNh2bxYTs<{^^jIQ^uZ8RocGaf@P~b
zvj-6U{lmmFCNUC`M2ODPNk}Y+sN&Eo^7&+0knAXyg+}o^i+U~Ep^;1a>PlONm^f<w
zWIVCbe%~miYDCiKONc&A>xEs9-%j&mzD_hE&SrA)o*djN-|$aS0rj_7n#Q=c-NJn|
zdE8KlF00FWZD7H>ozI=wlTWesYRiv$1bea$qY_<vSDGBUgh=yi$%!&$`rp%6o6ytR
zg?yH^#bP4W@<+Z%`svZM-fSj$_MhfFHB0Ab8Ih+pjnUFlt$W%OWabN=6CS}AiFS0S
zp*tU>9y~O|9GgA;R^=U(o>B|j_O)mgduD>qaVRc8zn1bseY^G#=1;|kBQsZi%FwrI
zB#Xz-mva_IpM9$XOSt6oY7YX|Pk9TtNTz`O?3!TGLp|2)k}n1IK1mY2&FZiQEMu_j
znH%-$T$J%gKi^Bbu-<qLP**ukzMIp@@Qhg={}#H^;wE^Y6O)V79VLx6N7R!0cC4Fe
z##-`r84Iw42p^cA<0T+nt-0&iDOL#?e4`tj>e=N-OcKWyZDfk}`u2CMN9bO{ptRQ#
zpj^TP|DY87Q{U8_dq$UY><@We`Jd&~%r6r@x`Hl=Or6A<sf4XjJ#!gZtaY+{dmf^x
zYPnilgQ`E-8jNW)g5(ztiLSJzNjuFHU8!p_M&qS4_Ue`?1@)F>o4vZ!<z6S*p?kQD
z&P}qTb-YHck(FkB^*w9tjHsCG2$q=Wg()l%r?7)Yr>!>3^R6v7<YUPd$kx(<hTeWP
zbx0G{ybRHe`s*=w+vqeKtNwXJuXFMl?<ZP8E#q9=?Li0m@w~%(HG9jtCr=Nh_M}cM
zgEc>_dPp=u1Y<o!4-%s9lLVo&OH}ZcSw8jeZ^a{XiEiyRUqXeY#cLx%sj=vHk4kj?
z2FscezXvO;)%N>@WqG=u&m!sf&*{;Br9~k+JJ3gc{?R$o&Hka>DWuvDlgFi@(B$kj
zylgHJjP%4%uY;4{Bt-04C}sUj`I2Xk53ZeY%1d1q4?1cY4IaH;N3pFaB|nbd+j6d|
z=DkUB=609N8TkQx!0Z8hkRlTH0=2a{cfXTlfX@qA+27Yf!fsRafN4tlLh-wiqKI2#
zF=b0Lv{5OWsU3$elHUG4>CE=T{|J@OIr%Hz2jxl&m9mI0CNGjYecpXR*CqZ6a|GF;
z_H^=EIBf?@XnSieM^9D8?6fTQsm{GCPBTyrCg%A$7RfN)932KC*2Y|CtXs-R7QIgC
zz0#IN&AeE$lz8sHnC2F9I!dh-Vm(o6HUBAaw=t=ng)Cu*I3a_%B2<rKTXc?BG4HKa
z*H-IPGkDjd?XS;0#a(mB+EY7t-g2eIH_ftyV^p)L9iiLGvr8j%WNK=u>ZMF6XG>DW
z{87ASX<OxqBQ*Q&1#8jjlPT)5ifwz|D(`m=eTZQ2{mN`vM4|KW5SeOUu;s`iJm;)6
zbRYC-uQe!01)<h<b@vw9w3hGIJuUfB9oupo{a)7@D@{A%ZcddHJgoe+D)N}c-I`-n
zzC}Alq$4BlVejafA|`y@%vPUaV}!TvEyXso5~B6UCyv+WJjFVxLDS9_5d(Ni`78CB
zjB?hpFlFBLRf?F@ZLalCv|8T5|B*iRctzc(9wU)h91Uih$2~EvYXozQ^tpnO2!v>e
zj#y<P)=>6finN>8ce>I>sojP4bH%shO6Vr$?1p)Sf&ORD(7Q?VdTOlG&}(eE-0^ct
zE@m29{igi6Ukg}DA1xjsd3Y_Vg+EK$f@uY;hgQCO99N8eiBdWRx_4GB8K^yVN6Dc%
z2jzj~xeiP*l+NWd^gYgH%rLQ2#B<bZ4u54k<!om;9sN{Peb!m1eAc<O-m>OsuhKRz
z>2Af2stZKtQ`$TNoeT47TAfTbp;E3s8ow%-G!|2%2cN%Z39+3(Xr2<*)b@|g^JV;2
za#-k)HI31x-8O9MJF=b{W^Y(jsqPgf2S1$Rl^;VpyKW!$LMs0$BQ5O&vk#V$Mta$=
z5P!vMbM9&Ln`#X)Lw$!%Piy-tabJk%X3v%S*;(h%r%N6P8JzDTj8@19#o}I*WlM(L
zls8~nZ$C8A&KP2&HihWLgF>a&t`QMqMfr6vKfPBpy+htv<`;TZ(zJZ~9==L+?rM*Y
zi|=XS$#Xrh1?@dv`|b>Gqahw9Ld9B|_KJ6!s}fO1#`3e)R+ayhv_Rf9G3S}h@ic8E
zof@N}k8^L2qlF5&hF0Xq@Vd!B#i-~A(b+g9Wnx+Bxu?ZJ^^w>#Jo<)htr68i8&0e9
zow%*YsKgR`a&0X5ud>seK}W4U?mi#UjcrR9<H19gKfSc}(GYak`K(I(?&I`fZ<g(Z
z)wu#bibOk5ztvN6-OgX}dNIb^q759-E{b@M0CE-WChI}6WwjGsWvMaQwfE=izNbaB
z=%M<K$?kVadRx9a7S8bP(FGN08&)ngYT+UOj=p*N^V+uOQ>BhP@xAp7JYW|G8jn2+
z5ueVXi)N7Ey|VA;Z;3)oD4?Uqa&QqgykDc)Q9NTRgL$rGIPegut}gW(qNDvv9={Sx
zw>q1#UCU@x9UGxjEN?Lyay8oTj$A*v`tL%T`00C%JkYxCX=Mr9NW`(c2C?q-UJZ6G
zev~lz(_YA?t<h^6rX2rdOp!#NVL@5Z@_3fBv)HwL<FEYg*)P=o(Y)TH+|D`ciF15!
zPq|k-_>9Q&X&ld%6-8Z(h>H$TeA6XFbjrmsx#W1Oc8pgRwJp{-)lsGaM>$_xH=~Fm
zKMAU}5Xn={lI6JtBHsseJ#9?K(v!rSpHePOdjxW&fqFLUi+Sp*epnVC>qZxLYyU5v
zt<i5Q$2^~**b+{im^#M<<~%KZPVq}q6>SSuOSJ4-l%KnfHC}n1YCTt|#N)ZK^XT=@
zH74*a&v-K49*+et^N$G~eQJDdO}`(jtP-=?yUgX3`VU$PU8Vf<<*BoTh?!NluRfb*
zg|HtHzdV-oeL1#-Nj1PPrn5z%<g?_rl(T1y@@Mjn>cVG9itbNnm~ISz+q-bjqnGxS
z{64KlbnVTcmU_Q_pJ?>s4Z?&^d?#UAs#u*TQ$$E;%zyhi())bUr__La21PP|mQ;}=
z!593j(r1^KcWDPGrR+h=lQ@r$WJHmxv$WLHNlV{LQuFPA<=wM_NG%YHQDd=MES}zj
zX=+ewR>69d*|M}+52fvGp<&(kR{8hcanquZYQIaJ&Dq9{?zU@rC^41Tld*+L`)Z;V
zCMpx^u2zph6dOaS^$g1O<w(1v`gqpbH|M3c=SoY8ly8DQ#96Q3`XmppzFL|3wr8B&
z!lpj?2piTduAc0zvm>d(>MG+~Qw@)k`geTpHrS5WR&?p9av7hNbPk26U8vGcPMm!7
zo8$>lgZp~&$JJ5u+eEFW=_gp=*19}iOK5Mav_!cIvR}n_R1&{SD+B2h<}*&gh*t+0
z9yHsXgoIAVZzg=!$I54-80-xBBjZVKbh$&Cx+^`6W4X~-CR&uT+M+ax(Ws76spwG;
z9<u}65TV;|mZhXytJlY2s`R^qblT!kP@9n^t2w8bqLy&#)uR%%4VUtzz5XDTNb|+!
z-e!;8_V=`;T$%UfRc9#1GP&DiTzG2E)jSiTu{F1iXWC0_`%LSowAKcO>v(%@yZN<K
z77O`b$-=bkVN@}T>EI>DUx{UjI-~X;DEeB$bA~s;p6=UM|B>t*`Kd^P=qb|M<-U;p
zsbW3oxno&pQy%BV_!Y;Mm}~TkV0X3R=DvJHu`}Wwx-V~E{W@i*z6!Z^hU|brQ7Ksl
z^%l|3d&VgiF`v|JJeQe>Kl^s}w2@$6Yk7|FoS}C<O7<RJ;e&(tr-Url%cGLx?F?61
z)X{qP>*=c`Khy-7Wm`|OHZ3%Y(AO@x5+me1X;zp=_@@aMQ=uYWj$(^7Y6~04M5(_f
zE)xG;3Jcj)>>1Iydim);QswaviHmR2OljNU!DLkKqt>VWW7H>O<X)O$3VFNhuf$ZO
z`;sd7-x7uwX(spc6z35uKWj$IXJ8`k?Dc*3?bVK{q#lpHtlAlwQ0*zD?ntdeoeJNi
z?>KRaT*x_@j#o)L<&F;Pte^ux*{gc*bu8oF1G$cjw=pSSbdxZVVNvwC)FW;Be&0Bu
zMJF;D=+z!Nai^i%BkF8p(oSV{EGYZgs;GhgEKKTepQF;0MD-0v(mt9Ui`NJ-T)YCQ
zKay)vbj36z?xgmoc|#Glz5VqzHqJk9V`JZmbrnZAM`;*ql_eUgW(xJF5b`zm6Gh0*
zq9AdYWKWW&4l?`=>vqD5VbgWSM!DPDRtG*>ELXZ?>xynul5Rvr`-azc&g1#?Vm)VF
zGtEh~r7Mq}xO1+v^Uk`<V+lA9rS?M^MVXF}&n<|sowaV@wJb>9C!igROuSG(X6&h-
zhfo~uvAX+uyDgo_PO)CAdmfe4v$aM4jp-BrDXz5j37zr1)H+Kif1D73iG6pnv1sEs
zIzEeoWEZ3*`Yo8}MQk^FY($%b>}M)10@~JFu(|HNY)k`Ubq=G!sK47D>vQsaEzJQg
zc%0)f)+={knqJC^&T-`&!_C0R-aYNH8AExFZD98kYlVp*oMl~lB$u=F)}zuBDej#Q
zj8}sY5mB=?sZS{4iT&eCt`FjVlRZsj##gdck>fP>FiJM@?D3Q%exF5MF!xsQWgpJ4
zCh7vVevm%he8$QZF6d=Eq}Gt9hFR<rbMzd9WJ{ERvN(cxOx8oF*ZPpo!ATFH^3;Yi
zpYnOxb<8{~qKW=&^%*%ca-FPJWY1IVk`hPm!bgXhn-R8i{AFmS6Sp(X=CexGk9RqI
zpwk*4i-$J=)tI2%hw_|A2$WlF#5ugRtj?TLm*XV<oYv+Xk6HhgK070`L^s?POL`9X
zh+{>s^^6U*C(Ced&0zYNwiUrLsaR7K))Aev?%4A!?Le*#Pmv68>+GL1{4(N}Uap<v
z!P1}CpZVK!4-#2pX74jeCf7;P0-_N6#NH%NpMN90G)5mk7eZHBXv`PHPbHU(uX+To
z)-IP8E=|7?b*Q%ecS1#tdrw+z!<3^pC`GhM)=%dV-VAi|vE)~glVnE$2<1C`HzD3n
z(za61w5P{Mw0q9Zn^@Ygf6@^i8&qpc-JUa!TG%u}Un^lgV_`o|Zqpg;Yaur!eKAMW
z@?u6T&sI#IOg_v}nqoT|<>0ec?Ll^iG^wkix2tJ8=g5GRUDI|YmT$5VtUX1nP>EBp
zl*!w(OB1OreMDV}QPHWcEKZNFx1CDN94x71S6X;f)lrU<e&cgGA0sq52Mo8UGO_z1
zPtVy?3*ar4T+@{pm!?n7^ZLi(iX)B~msRABktNnwDcg1>M#Guj<cKo&uy0skPXF4=
zs@ST}@s(YPP}vNjdr6KsxvkY3>!l&)Lw+h=N_<a@Lw1CC3fW=aq53~G=W8$OfXTlL
zS0YqI!phk4Qz5bLic3)nO!%7_(Vn#F=NR4*nwl;X<af{g+kXF#uEadjskgSO_M?VB
z<w#c|6y$Q`$ui-L8C-dt$B6dKFhz)%w}ZZ6O_TYGQTVkGOTg&5rcZ;YTVBTZN%x&m
zRg36Bf1$ESmZO(VCsHF*z=;NY_xOSl5js#d;uwpyO(%bnut=tjViuF(Cvwi=Wn>CZ
z8eI7J@QrN1y`+O4PaI@F_?|LG_M!BIbS088J9X_Qc#GsHkFpb6d}yW^qX8@;+f!zI
z){rYu|5^G&ER*wpR1LZIAV~@<{fthc2noA7iQ@Zfn6>=1{Hjt%_tOTA!--(#zhf~T
zPu^FiW5l(wlhc?KQLZPwk7)HW*(<n{XW>#~Fbgt2#b-Z6Eqb;Q(Ge+ILO+T6gqZ)T
z{_6IL&0`dcJXWl98=sy12qL0H=Axk`(OFbk*cEq4`sF?H^PIPN)<i|}p4i=YS)9a2
z#B4QAP0fe4`4ldCpkkYN9^W-N`tL~=)!%tHO*&n!DvV-_{lvCRs&lfZf9)JZbRbv_
zk99%^ajS-R79w>u-y9lYsU-jF{^&V0BKpPmlV+3WemM;R8my<ZgY}~Ci6`#(YOOMM
zDv__?EV~y;+y5<ft(YdLQBe)W!>?^|kGHWE6{iW@PWz+SGfTX+Czd#lZc|8m>@yZ>
z#rPGym}0$G`d%>&+n6*P7Zg7v&c%3m!sr^?h6irRC&W{xvjNF|nf}U)pax5QJ<eH<
zVvOn9q8Xh}XeMa@{6#vmnCV8%wdUn@Xtx!YPHn-5rDu#h&`rQa7Zlcx?COj3hiHr*
zsMpEwho6_D7|4*eN0XPjFOqF?&lE5sv#cBBky<R-FYmE_oa>0zxvVXDXZjZW%liE8
zG&@3btJQCCIUaIqg8C526rsm7nIn#|&(RR%V$cxBRa}W1y@YWEE|OD(4)Y$Qz8nOd
zL6Vg{reC$NsAJhOd*xl$<w|s;`6Q8SMQ5hP+Hx-WOVM^jGj*@5<0O9(YyNX^YVxk(
zqzfpfnV$%>Kg~4z(Xg;HvQ3*a@X#M`H30JL?4D*qLi==yeWxXt(w%dHiU5sH>OpEv
zfNE*%9@+Nyv=FI_(-7J2$4HX)J-?@ohiJ?2DC6$Y5R;8daX)p`|71G`JPx{l&yZ(j
z|BNc+|DwIeXs$ERXmUo0Ch}F#_?}DNg7x0hk{Qi(uwBs07NqCt9#3o^V?1<4p?%1D
za+1^2$t#a!hv-?dxXtcvLzAcLWHe+~h>asuzW&s*pne_sD=ix7+$(Yg<POl!e+$w0
z%1<Afn9prAWY^_IYSKnTnUOwi^10>oUb_-wp+}DBgnSAT?Q!7w#uW`u{hli=9NL$x
z{m3@WZplAmrgKd7B@|Gj?1r=}ZCucY{fn$HX1L7HON;an&mTipu1}D0rG<<*17!0P
z(aL*0H^CNXl$NN*8Yr=Gg?B8UXPyU<iRwqzwNg?o#<iVhpzzw0D=l1D``;u!s+two
ziN@`Sr_nMN@h{WJ+Y<V2m^+V;?^j_D#kOc~{OZiN`$@Kzbrjjy9t@sG@uy<0;a#gs
zEw904T<EO$32RdBk+wNV9#Pc;^G)WO0h<@;(=qL^Rnm15_vb~NeyLU0Uxymen_DTP
zlW^?>&zL6hn%Pr!R0&%~ahwDbcisEBcLYD4ykNQdsQgp!N4BFXwdSyiCfT3t!5mYU
zr_-fjHiUd&){nwQ{rOdjtK%N^aYSvsJx9d6XHki(UUK5+#~P(amW(3UhsQtDg%}4b
zMio^Rl^2PZf1UpCF|ndbf3Uq?u7k<uk8mOr6N-@>Di!<rNBA41=Vn)+6Erf(QC764
z7i!ECiaF|0fRDN$*sPb2-L&cek9f7e{wwK%>}=`G+D;#;uJ!uXWLHlgsDoX%zAP#>
zTH#a(9|tQ83GLA^F^9Z-N0{XQP!nWE4t-*0?0fb|bY9ZYU34*}A~dRhSjLV!sLjL`
zkfXVDPKRMHZB$ME&0Be4@;Oq>N#T+9qnqE`n{}yf%~$ojBKl&TBe|BPie-3ozHy8;
zLZYexNT^+F@@<UeRuJFB9PsPdUx~1&cML3?7~Gy{;O$H+%Jk3mS3D9VfSkg5<qloC
z@5xmW8p*G9dj2u3>iOi~FOww4eSdfswXW}@RBTrwY<cPfHvUq&m`-!;fk%#)k;L!j
z<)Y_GL=l@RbT`#rFNs8%327PZwa%$)_ZaSbvVx}!^JR@k>oZG^<q|srz{1SHm+6l@
zz{na<&xy5Zk9_!hJY9%)i5KP_J3pi@8Fi|$CmN5`SC+9M<WcmD9O3P$lj#ei>%+X`
z2p2sn%%hG@7$ZMQpHz*}U-78pdm{R2THKT53u4>hrF?fqs2@&w=wBpFSnicY6UNV&
zbFJU1v+nVh=~a7_=z#@ewOOR);|cWon11%u;)<t@?VvLLm00LuW7-ONdM4X>EdEOU
z<Sq13KD@-h+1A=A^lrky{<H0}!b+$=71P6ZZegbs$wU?lsU>q*|4x6!KR3R|bB6pU
zKA=$0tM@F)OWb+MojtPJXWLtpK?W2H-%qm3YPNO6^TCUppmRpNW7c0y&lVD@*0Nhn
z|A{!H-xSkYKifJDEaH%?6+4URuYQ_VHu-ksml`F}uufc{cb|ATvLB#15+`*B`G<GY
z=~(KJ6`DJ#g31X&UhkZNNxu9yiE?x&M0?e-EPl2773HtQ^sG4uWo-ZG`tAYrkR;~_
zODZgqC-SxA1&Oz)C#l+H_TmqdCa{%fi0o_p=KAS%B_52d^4sa8_7_*bpU`31FCjm4
z^N{Buwo%P3o`%eQb<VM03wpYF8KQ!w+LmQ=V||3pI2y?ZlZNK`s%I&?tf_^}j*jAX
z)ecO4w#Z1IzQ#W`{j;{p=&6f;tLH?|m55t5apgLz%-3<f4(h!UVZ_&(XH|bUW$O0a
zGu~PQF&Z+5UrZQUXILDq9mztO&BuBz?S(r7i|Sg}k)dNXwN}#2ks;fSeCMqvgm?7$
z+o*6&hwH43T0`~FFTN*|ab<^c9pkbqP7^NwGtua$<Uta#MtulWU%W+$-?`M5@jad{
z=plT5EXVSy!#D8JbFU68(ebGW%lwqH5&sBZ;8=gsrkURiIie>3o%wn4)QHtsbDTrF
zw%*`IEFqpxJy$$0KT3SS!qv#uB>oI!P^_<J7q7n_nUAR((Mcz)udlx|C_{GyJhM4t
zOA!E>HBX87y-OL2{lADdvcdF|JW0NZ=B48oM4cVS(}zqby#jw}>T58J>BwH1kV&<=
z;j+Famp`Tp<0#nkM|1z#src=bL63Wopo!n%?Ip)wiDk*-pu(m8-*IoPmBTD0_j(wS
z=A0-0Ea~YxNtUC&t>a~xJgnBb^7iLP_?qhg-@Z;(3(ox*<{5~-#f2lXGN9<!!0Pp0
zlZjeNqO1TbvzBDAXieq%g}u4H9{+sh=XpLAc(PNi{LlXTig>E^hv7ZgsiLE+nl(Kl
zJ4B*J_j$I&^NS~-jc<ZC2*uPl`=^wtroWHQd1)ABgD<hhwR0BAF}DHR{bc%H`~J&w
zvgT($UIHt*PkGZ;%Onf>=IVE0?ivY+EtF(uE;&6{ymV1@?u*U%{Uegzn<Jv$qY0<V
zJC4L=V2nMB9_sjeB6?}s;LTW#<Y$nkzoZ<9GT4`pY2y1{e~~P==zNT&1&d-Y)96bR
z8jhA|Do@Jl8=8@7Ol&E<wDw%_5)DS3&SV&uDR!(rVvh(h{Z~mV&QI=Ls_^mNV-Zp9
zMM+mhG}6xg%SX`U>gZp%ef4jNLQv)N^q0xh&n{#^Ktt3)J_wzSH$bf@o)CDnJ)=+1
z>S$}R>+x9FtCuPB#pIvF8hR{>?v-EsXjautkYBo}ke9jFcxjp0QWZK@|1q@<nVC~(
zNp6m{rp&UuIdY?uDsP78MVBdjvOL{oC760QTF=ldNzAeGi$BWh{%W!T)C<0NJ0nX~
z14U+D2Qu-*YqK8djxE2p;hY?gXSk*Vwd>ng#5_8GC8lkJMbjDAJO9am6W`W8bNr;z
z1B~y9&}gy>xskdj&z?(VlfFEU#8bgviDR-D3BJwN9%Xreu_Tl<@z`R^8)4ImU$5%0
z27ZyK<)t^~NQuzn;rDnvXlDF&-;ZoO!>WP9%d&q)O_wO2NDp{~Lz(f{$>T$US{<h3
z89qp8I336kZpmN7m?J!rW`0ud&pi`^VydT!KTrlVm)a*s&Pn#+vjq>dM>cCIiMnlL
zX;s!MTZLE2F0jhk8_YC3ZxN7@F-#sMSG=TvNqLJelH_VX4|W{6@p#Bh`IY3?xPN-Q
zcOu548q;#01lbnOBpO*o9$kwznnAW^p~yg?V`>fGQ$_GPMisJ%GCDPDO~;5L=;<*#
z70X+U2k&o<I^f}a;4#b8$1C-t;H594!CK&By&KRbes57zIvRhal((2yLW7^R<fl__
z`*f0;Xicr7i9Qv{F=%YZo@KXsGH_Hm(3yBVnwDF>d*3dJK8q!ctovpD8G>WAB4`w6
z{V{1ouLVI7znAcBvFI_!&~DhyH9uX?J5md3|8(y<2hZ_n=<UB5azaNom80Ch^V{U>
zu%9Qg=Hq*WV+&jBWHbu>U_Ej}1;<<RSljkUb&RD~Za`C8&nOn|#TTRLksG=%*?r|{
zv#yc7EoU#6_qyPdos+d3FF<(^(Jv-098ob6o*wF;_u$J|^b&I~;+0NMU0>r^P<)G;
zHtW1<^{>Wg$mT4gL1QaB;NNl`jrT10ZL#EN&-;>RfxXsFQ~c5q+IZ>b_juY+HB)YM
zi)Vohp{d?&N>i-w^d@FqV+$N(BrmwkKcmvoo(0tqDE39l5wtpfj>bR^0;`oH(J~Gt
zb4q6hXGKK2<M{lTT*W%x^NcKIZ#DgRYGK9LIjD0dKTA}x?i#-fmEQfanKmtdI--uO
zd^=Z3<jLA3(`1ru>t=mzd2NJti`GAO3F<6qBc2aG$1|tB+Q=r8Y|EU|+dmo+MpguE
zAMuQx_e+^dvIxY3-hW=VACcz))jST~7E9lgMIh51^)|<vx75zPD?QJ&X;-S5uA+$r
zwJdur<gdikizuTWkn43`#ZN0~<1xlpB8-|LMW-CIFLZ{+gR5UpI|(=gERI%>MrEBL
zb6l4~qU_-u$-kwDjGVl7H(vr5-ahv1vxI@{D*G&$V!-#8>JvfV$a@3TP3T+!k-89m
zJN5IhJLZSPIpq5iJ5j)sCrrVy<-M}Ut}-e*$k11lG~=0}0WL=y=Gov^f0?+%j4Aa&
zUt)EUr6k*`E@J9CEoteoT(K_p8r*AVYAHmDeObGsu~;T(OJrvD)xI7p(bOpLMee5j
znI<?fLj~_G=hGs2I(8D5=DzpTprF$6SaQ{en%p0gbk{UN`ri$*AnTIMGzsIi#Rsw9
zNR|cJUi0+rw;d@tR3Wv48EQOCG<lUIW<HI~P!Jp9+xxd%r%i7>1{zHxySbjDFcPW#
zpNU>nd6#G=x$dD*?>)7y1dq<fS<{ttB1PHQ^(RLiLy>H&b05pvC);#-n0(oqSx3{#
zW_!vYv2f}pOOx%#A}d07$Fs>Z!W+SljH@4#s$(e!u3r1Qo(F01Oz$w~eZ)m&_-{5B
zsR2Q+KTP)b>C{W#njywpAFI_lqnhfKrta2Ojw}+{i&}zuF!g04>}(adS$9p@Q+;l%
zUrKu9h8`vHWU2p!sw};AKD+1XQ(uX8U9uLu3{!c6A8UG%IZ$-J#8mcg-E$>EW8U>m
z^=Q?liY2jmfb322a?JbpNNvrzmZW)FvE%Ay>;R!wpq$m+q+?zt3!z96>CQ7`TU{2%
zQi)XrmB=={dOKe-nhpfN#%z9!-}8&L({H(s$0GlO(_5Ly`6SKQ-G7#KKW)fDn^o^a
zbgXSBFJxWxNDe-1y~-7L#P7JQ|EQJd4y*O+ikBL^=pOxSzwKD6XwRZeKPKbK#Bb&@
zGcU28L~NLdE2A#)b=^mW(0+@2F-~-k>=<4H65Uht&~F^;wurgy`9?iM5`A+m8Ga7A
znY`!p^Q0y7WczpqjXLK_uC%O{?lLbr&W1&_Q`T`UZq#p&IZ{5kmZBEk7z;FlGS5<V
zm<(}LFUQ))HOw_6wI&cYkA#}D>Fo79^_cyL=@em6Hg;~`Ywf7__La`~8EaIESG`p?
zUMB9a^1qrYEqT(merx{sSXsehU^A#iG2uGut_RD}ywUvrzST1lUG%RW^oz1CH-kUg
z<;lrK@rinH=U5p*v-Ndvf@Msj#4F6NVw>hId;WD{%`Z1Mn|=232JcL3Xz4T&C^Y8r
z#9WSOq$y54tBFdh=^C?nF)wtN-4lPxW0{|}uza=@+Ia*?j5b1|^N#!U?%3q0el5c}
zIO^Wyq;sq^5oqhAwlR6}pMq-<Wwd+pb+Q3;*WvxemT}Dg?BfvLu=EVOIM-+b{f?6s
zVIkku+nsr&eH0oz^IkMZ>R`|)|Hf`SWo0!huH`$#x}wx4UPin&;7TpM^l1sr`rcnX
z(Z^@4Ra+vA-y*^Tr!3ygIZ7s;<qpkgebGsAq)gi$X^ZZbW(gflCE{!3xn~b9@$;BZ
z-p4a_#@<f+(b<RnJUbql`m_4zgzUs`TuO4Ul-06L<%np`=)}*<seWFn@rt}Q>OmRn
zcaMo_A7tTPzdh^bcR%NE?TjAZ4b3^05w2d!czSwVn#H)pIdwyGHW~FUZ(H}IlB(MB
zOP3-}I_P7{`*-fSQqu(;hh1Iv!n6mKK5;KQo=!E_d@T$c;cW+4Bs+P<)2qeIa`r&9
zyr3Sw)R<Z}rl!xQKSx^pgsBA7C8A8OsDCULtN?2(Q{<b}!}c<y40#0aarV-|%hLVy
z9K3L%C7TLMCH8iDIy*pKByD{Thdd5dv3P!rgL*%C=h|wKVbz;j4!xEOG_3c0pdu#~
z|9wUY^~)m}WcPkNQA*}GE;oZ}j$+=kqi$-yVu&s9Tx;#t6Y0T~h;JoNw00k*Oby*9
z4-#L9VyHLF?IK;FX#Tk@yqEY&L{nqS(t!qhCw;CJuM5c!Gx@-xs5*teM?d$Q^v73)
zT6mCNuYL1+{&2#>JGUt_$74MmL=BwK%L$oty4Y_S@nP6!Qbu5Q#nVOSoAu;IMv%a<
zOe4#d<n@~=f;9H~z))wquBV<;O0He0=|W|mN-z2>S5wsM@hDyE<CL!_<SSI%-${7#
zS}L!2MCueS5%uASdL)f{dMeo$)6V4;k3;iu@G$8pQzvjQj#w5X>vQSwS85zcw7iw2
z4jfxW_O?h3dP5$Nep+AA`%^u(PnB0Z5_;_M;iwtV@z0qvm!OC^v*cszjZMdumK9rI
zZ|v<cnpX1Kr{S3WYTo3WE}V_rngSc+QXb4W*^(0MS#(d$E%G(81o$hmj`T(1HQY@e
z1*a;0pS~~o7bC;NTk>F7;rNUtolPftWY|G$RD|qB%8C9p;i{`1M8xb?p4(4oG?!n`
zO=ge3lRnq7X*D)F{?LcmDeY;)a>^SQ4eNe)Pch_&-mo^s@NT!EQun4TI(U#Y{BdUb
z{*(}MYHxXpV4Gg_X+#pFYo8=!+S?P|<LRZ7-SI@B5;XgBI@#mPF1ga~<mfrNhFrn*
z7;lXQ3y;Lp@%vvt%eVECmU3>-jMtKW+FF6VmL4Bzt#?urBk&4KKL&dpzjeljq{e#8
zQ-&3Md&=;alVGCfBfmr$ZLd_;MJJ3KCFj(No{x@vndG#5zI}R|mqQ2AJL!$`l$P>}
zJ^yZc+KWjGTO_Gofc?F|{CxAf$}4R|ieWf&1>GD=Y0Tv;38rbwEB;elQO6@ufg<|X
ziIQ{||I4KJew92OB5XRP9yaSzW2?sFLBi+J^sAq-klROM=Rb{U<FUlgS)<Jo7M&DC
zmF$PNRx6JGO`3ZUtgUY2DZIe@MAsXquz8B{*1K!=#KLSy_MFNR8X7DOdY5xvUMHmV
zPt<;eD6{YGv^E-a=k3HR_BDeQi%D%UUSU{`wylnQ3e$BKNtE}raA`M){nSe{5+8d|
zrR;jiiFs^Ks<}n=;`ZbRvO|U%p7yG7!u{XVUv}|FemxnJF*<p~TxsD`T@OE1_|{O7
z9ki8aoQa>fM#m*o>KaFa?kBlo|2|T#m<%m-&cxIf&G7cgkm7~OcP4Jl)4cS*v-bA4
zP%0Nxq9kvo33bE+#Fgkf(Q_U38S<#<UnT0TNJl3u$8y}FFVXq_zD=p!{2GeUDBD@f
zq^FzWEUyiDPOR5Ff}Sfal<dn~M@hWJnP46#T769an5S6Mw}n&wP$`Aa6DD+zN5$zo
zW2oX4)k39tOC_q;X$_NIK-)yf&hP>h8`OM#lu$9l1HJO_>c5kwLHgpUV&i-1y+_)%
zD~j_x&a4yLn6W+B_GcHQGFc9fzD4C_#AmE`VrFkCGmVMEUZy|T`Ntt$&qC?7(%e$E
z5Z|3Tv*LLpqw8*qM!<KYXSmb|Hy15YdOzBEC7_){l{Gp?PHvLLCrV~*sfU8;Uqlqd
zuF6r?wtr9C5PJ%-)dDB+^BiZ%S-KmeH8gJPxA<{Z@hR&p^bumKzDpJ?va93Rw%9A8
zAZ7B(S_gIJSYMvuhmdV&9g8~3KVajtAEHR&rzxuy$=w+!=?qa1R7txz&R%S>yqA9P
z7QIa!owch@G4(|e-EQM+{KRoo<YlmfNIo9rPgnm)E3@QmM6rF(5RJ765`*@|wtb&u
z?YjwAj<{o7J$#FGMM=fBN2ya1%Iw!o%LITC4Lr}#l^9!5;XLPG#!a3+<&~K7F>h7>
zD)HeFlHo+BP*sR@@OaD+^Sp&l_0u`^gicwLNb*K~ziqhSPDwTTyj5|&mncToES?D(
z;fpzT9j?mTo6`-ukEc(y<L(p@+6n3r75COF&!=41JdaKdog5CnKJun6KO$C-2WrO|
z=#oY;5B)tz54pEFp4>GB7r_xB!Po75ihr)Z;*lWnM4ElstvIvdpVM<C!lLSnqHp>G
z*lVr10?dQB7w`(r&|@8YspwHrJHRt*b#~}o>43NI_Q;jj62o*Ab;D%pkj-VM8x<^Q
zMZZEu8Ozi0IIU}E87JAbM+vWAeNb_%S`+iwb5z|f+AXuTFYai~1Qzj?3Lt%7(wi;H
z94qVeoNJd}&pslwQ;#i)`Qmki=M*w8>fD_?gO-+z&IajyY7Y+0F_e~6FHQ@|(b_2Q
zXRw~7SW=F)8}!N<UyxVUdW#}QBgyv5_6S;^cni_7YntAq-t5t6g(H^jdi|hVtWQd`
zkxqVgAzm?smNkT)Q;#AMI=uvBvRa<Mrv3O;I(DU|5i{-Pn7*I9!+7cqPdrlpg2jBX
zI$sd4@}u!6nq(cVd8uPHu|7G@9tCp4v?=Q#_1?qLzB~PdWKN)ovS3fA?>!Q%<B?R+
zR25rIXkqoED5C>9Duu01@?%#O{ez}?@bo|u@0QUj=HDZIKAS-U*Oqth7@nhfXTCfV
z&02pldG2s9mZT%~4qC@#T6SWcTSrDa)ILR@c_o2eGsHPmz_1{k%|wQQKC2uDLC=VS
z$I2I8nGl;-hBpt+=aa3A5go}>W)o=AWX^b4hpKjqA$6CbmF--MkXiR^3)$ZB#@`c<
zs2V(<qzD~4&(e^OpytjFeMufG6rMhrJ`;8GaWd*i_9&XskA38MYbdD<KbqbH-%c4{
zt&T|Y#_+Ye^VjjIhC~Md^*=N)G`*MpPgZ9?gi)@uhl1q5%wu2nb4Do_OYIuv*fEL(
zX3j2kM~`A_`(R5_N5`sYmeE<<MXxeD{$pFVcl~~Ob=Z{cnAX}$_I%0;V@a~TnM)-R
zES2qg&KR9|OM5xkWy3zfc-L=?C~F^(W0mJSrg~7Z3w8+=yZ_ns6#H9is4QP)>qNUr
z(TePtpW`!6>P&v)H}uX|9$hc3s{WE3+T3TVAwQ<SQH=}iOMGi*l}EG-h>)(Fr4<L^
z{}I-$l_^}7H%;my+EV2l?=+IJQC^PdK5FOqdKRJ2dk*%*7JJxh^s=~%e2Qj?J(+6z
z`ytEw&C5FR8ZvdX`g1ZOWM}FOolRwayY|`O2a@M~n5ak(0={3gz9Z~ove?R!#?Lh?
zK{i4)GxRVWVNa4zwdWea?wKZ^YoKLZ*cWiEqdJq*nyq5HOt4wX;mGPoyxbeztI0=a
zSB7yAYt^?mFxK+o&73nmSFk|ntvM26i2q0@TKqAc67yv`2l<O+sqo>*%_`d2lS2M&
zxWbMk?Vl$D@o<1jBQbSkoABA%Xq0=ipZ|7Rb>NNcI%l?xplZikF^#CnsOMHc|0+?E
zUF>^utz|D;h_s)Qc@pb&Rxc6p)B5Cl9g%WKrlHD7vFeK8tede6Zp?3!m+uob=F&}d
zkzQ$G{&kui{?!G!1{!p?;rVLP6w%}evkPNYh^?zm=ePCGY&}Dsz@)Bx@$OEd8uphN
z8-Gfk0~#UfcZPE3;3H<uyu2xx&{Ms$caNbHHjV7lRy&MFGr8Ylbz?nZYmDg)B_8ee
z!0)`5^g^V=M<>e0S`{StbaY!8O*EB{nhCkYr5gYK(p+QF&Vpqu)D6g*)R_&YFD>&7
z@4KHax#QsSbWs$)Oc%X7Cr>R?!6qZ<u4U<t<i#p}m!}G|qg10^!!o)*p<h~Z4@MhH
zOLECDuJNpOPsAbmTJt;!ybxlaNV|-#Xus09LT;&yC9;;eR0Ony2>-{&KYy7bCgw1q
z4e=aXdxS@+*OIC>R^_+l>ysV(b@DCw>e27X<uROiA{pt;L#Wf8Gs53aeme2!O~lGd
z&RFjxKT}z&A8#O9?dbVB$t6=L$U4yP@NhaMiO7)J;HwVYn%5fFQ+lkHzvtnCW+F%4
zXGQj1?~f8?n9%Zaq6(`yPbiY7qKRMZjfz)w9Dn+^@42#!2J4g2*shegsyh}Zwmh>n
zT$y*u%-|zM)S_cdbSU%LJ+$%ntf5l2_Uswc%cy#MYopM*KN9iFe~K&1s5F_;?uj@z
zDo-8__RO9Xuey)lc1Y!(zkFYeEq;oZn4T-k*wi&jzh8So*qIuNnV{%Rs}XBv_v@t1
zsIpv^TJ$}tZ-IGgFB8fhbYuE7mVhN*qD|F_m!%7u?K{6P_TH9o+3xgt9rkXrKI}Wh
z2gagbmaocl^~AyFtpx4tSzedtSs!{})lCA=%u+{Ot7pG&$qRUG_Gs$YCL^kep*ix?
z6xZ^!aQ2XDQcPS;;rII(GnQzN#b0ToBh!bE{WKx^KIsWG|5By!98_eS(O;}OB2cK6
zJ7M$Nv@3SxMns2w{2jXSBkn5iVf<|AhjXY#H>`Cyx3e%tm9sD@-b82N<FkXxI_SKw
zO1Is+iT8DGGxE0T)qwW4ceAV>@0g{fUYYEtvpy>8jEKGGefN{<S@`R8ljS_LSw*g6
z8MT9(s$zSZ)EF0In;qjqLqH|#V~%v`sJ7aI1Dya4W@JE-*GXqdE6~?`IaI2WKX|+2
z!nk@VJoJ*GIZIx~XkzMn>(O(?x}8m$RWY=ymw3MQNU9rAb?}ycK9Ul6yHro_rgI5i
zOf{zSsX@hvyySOj#n9(PChGB&-8~<RPDtQ9b@j)`2*zTO+9t?u*po~)HSLyqpZz3b
z;Pe<xGvdTKvnO;DGa<oS7<(eKnchi%>6)}pnHA!m$8SBp?|#<z%5lLJvxm8({2V!z
z4_YI_f94Ft*GXELO@!aY+@wq+dq2Kz;}d5CK>gCbGcSkV6VphOrIa6hl91ukxAAOW
z$<(0BPuZ0SkL{w!k!wts@;COx7WPz87um5Z5f1jU!71Cfvlj~d?y`z+S7H>(7-<%2
zy9;E@OYxtAsu2#V;dB@EM8?sXnYN0z#|kkT+Z(Sw+xy|#8O0H=xEP1lj!s^UBxJp3
zpht4;o*09jgOz_8Az|XM>6N+O%&Wnk(sLz0%XB`zHC1qR>rz9K_Z@56<LN@y1l@0O
z2T^WD6;mkY{2D#_R}m{8Og*b;?}*6TB2G5J-_N{^sS?}UHLAobK0hnV4f2boEjiSZ
zo3@9rhi<`(vpu-l^-liiO_H2;mA-W{=o*E*+{Ati)^oWJ1y2XNsgpGITv0=n&iNI;
z%G>vNZecMEi>)m7iIPE@doc3luo_^SKVNS%zv2<K?}-p)%Vdb2OnEI<`;#fE_BlZ7
zl&M#I&pd<HJux;>%aD0bRIvirxu@>@1}FPBYmb3`jW!MOrqMK|7ie_$IH91tQchZr
zwZL|N%bq8kbDI+(&^}P4i1SXU>Sr8CDDOj0amInK%X%$oQ$F?MbPwKed{2Z!RZMaq
z%#$IujWrSbv)de)zpa0Nf5jugLR#)D@2)GeXV_e=-dc{A_ilo2%c|Epmfcc>``u*2
zGKY*3%twf6?ccfQN<^0rCt1aYaz=p9aT=B^DO<VWk$D`%v3NVmxn@d87i%_L$rb$3
zSm*0`oSDY1!1$gBfpX*X6B%2wS|Tae$X4n^NHmLqnL7D&NM^0&|Ha7mosSYBlNV_F
zIObZ#<b<!su4QKZ;P=_wtcVuK&6sb~tL3pGXnCe#lKIXuJEz3hs__`OLS^@9(xTY4
zT(3i`oxfMDg@w!rR9Qc*)~GZ_A^$0^#Hg~qwP_dMO#VS6H=y#ryY#u@_3l5lgoyp9
zx2L?Orf+<gysKx4yEcQoA6xufQP*@)d{0a*{BQEVze+MqKP}zJ+QnM##xnkm(krHE
z3lluNopwRKy!tH3KDoX)OEHSZYjm#Q`Ql6F=;{({&7)8c<mZVBsyN5G$G=ld^HNsg
zdm;?@;&j0vALsO3*C?zr=XVnddAr)9qW<8Ft&Rjtdi~0X-+zQgc-Uy?7~O9Y?Tm7l
zL8r4=@1zwD<>>hR%jBo4Gc%T{W9g+is&hnNPsot2OVKD-C!rEiC6RC|cRV&{0E=Q0
zX*!!L$h+#toG*i)@pz_-Y+~2?POwo_F}K%HK{2`~o+OD<%*O<5Dw=p~kz9@9+fFs&
z0n4~R&!zoy=b@U%rpI84ZNU;JwTF$)1$3#MMY5E++cyghcc@2b-)^?R<zx`>fr-f=
z<fq6=w|u9uc%UU?F*?h>O8y@wG~i-)g=Va&qloDxXf(~+Ri}!bPRkvfden+2Vovth
zCx1^&V={7<wPnrLZ*ec7)3jIh>D~mqwx2J;i{@bx|M%%#o=#HI>c2UMw(9weB}7<r
z511sH8ZvQ0q&r7fT}!t|a*fvHkLmSVBJ#Ak8hMGBF2{G%-#91Z<+HpJbEhT4><7-4
zsEye64$wmoPwAmvuxA#og?K*2n0wl`i8(&8UMeZpdru3|$B9$Ksc11e@=I>&S#?Ds
zj*hR7L{TZ8;G=}*`)MV|c#hZe<T&Kp%PVW?YM;mHrGw{Vi$}`Hp*NOiOYhrZ+(wi8
zXP0G|*e%vU{@r`7#E7WjQSl*em+!7_)mK+>HscK41SYCU<qT20EILG6TIg1ixTPx9
zJZ`uiy>#}nI)=3F6%n@ls#q`gVDR^}xv07%eiSjq(j?O}@Syd`K);^!qIp1Qr=HUj
z&XF>-lxixq59jqJ?{mD3qZ$Yz=(g-BNHVte>n*Q=ShlEw5)p!F-A6oQ4PtdcgpX}I
zH9W`8(FfQ$#mms=?$3Bsg@{m%_SSn_iFM$q#6m<-tgRde+PqKps1r>QOX;r5q0+=^
zlOm>*8zxP6#{#ieVqZ<_*DbUxDMxIK2WRxtw4B@(nvvR_F%`#jtM~W$Jwj;D%gERh
zG^e56aU>15AY|VXyX&*$8Nxkj7JG_DvwtM&F(LcKjHAS7CEfB}F|slL%hQT0f1Ot9
z^JJSJ{EX?y+9X~|>FL{*7>S}mdaID52Z?rj(j?|qj70r;U;QjUXJocpNE9KjXOKtg
zYQ~T3<=K@OjV7z-byf3+ECjpl%r{uJ_W7wqq~3GpN{r)^^c*rB>O-a?i_GM1h#Hrk
z<X1&36D6+ro(Pw6FyO+9XkQ{05xa<`A(vYtgWm5B`gO5Aj*;0uZ*o+eciBg=F<a74
zF}x^s*=L!uvjxZ(qd}v(5;>1|lczc&XZ=(opP`O4QET4aQ}Yodtv<;$d5WnV@sV>K
z<?GG0WGq=c6|RrasGo!8n`fE7mw2XXb0qIVGo~T@`fXV?+u4~l1o>H3V#K!*&DqYO
zMSN2q(to_Qzf6g~ylv5JslLwq?ff!3l4aknMD)?l%B%y9=aTf`JX*O#--vdSqT$T9
zR?e-S0FOUJKDFJOyPZRA364<d6y^S&u|4%pgeUjJVk6pl_|a3Pw0|&5uTjfmL9XSE
ztodlZuibvDe@@Sp2ut1@Kn;-nmT|xEI2Nyku@(^)Ws-P4R-DNMF_v*2#da#fBD=Xf
zQ)aZApqC;<^u(p+9cG-dzB_geapDPCcjM0wP40}^M^6{7<hM4RN3=ypDoEB=^Jp#0
zV~M4f{186hzP*dRa*Dr3-*m5@9hKOAJoHe*8GO1|DL<8WOWT|>n}`%=%tjH$vhQU_
zd%v0Cv373HxW?<pqJ3-ajBt#h$9Bi}MD)<~tT{c}-Gc1qm8IFfm(W`%lY~6+$yPXf
z^;qFlh5nJ^&wNLu`9@K-Xrw4IKhsdnwXtEpBp&wAm~}8b@v35e&IsRp>?<wUqL8u%
z`E<Wb!-!6!wIKg4TrmpdXBywM2Yo*OEZ-C3inYI&;GQeYN8ov^JwpWNw9mP$e(L-y
z^$<hj$Bp>2%#vQ$D~#|dBkr|$OfS!oaXmpzgB_0a;~Kq=%sRKJ7b7A6bSL>8)(QLj
z8Qx1#M-%kck;Ln{M~eMDF?DR_(UNCody7jntkNYpV$Uv}qUEQIdl4F9V|p^$(<eqf
z)mXY?44PfWI$z$mn{^KRc8OPGKSG>f)(^Ax@~7sx^9Tt&D&zv!cJ9)Nwx@oHun={k
z|Dv6C+R;t-XSwH4`1STJ?}Lb`{M3?sfC39@y>NN@kzdC)gT}9eu`4aA5Mk-WOL~ZZ
zoaz5O7mA(9Mh9dCFEN%#-KBltP{Ka7CM!%OfIprxv41gY$+sbbSJ=iprKE*sEYrUY
z4RKCi2im@qN@B@TFR#_NT9vI>^HN8RS51~}BrHqay8Kw3CTG;=dMDRxl;@eRH+&;<
z&HOu;SM0-*UP8*r3&gySsU|OnJc8v|O8L4w)#K^vpQDe_me|;95zAAiY5SfCtyNCe
zVtsnV*zsBW{H*9TF1M#ev=CVyW=<a_R%^;%NzFOkjI+mUj$GSOw~1NdlBaEnq^A|j
z$r{NkKzcW-LT9dX&nJl!`O4b5A%0Q?5j<~_{<q32wWzYIAg`0M5>6j#{6x_lKMGH)
zf1S|VXqmr~qow|BA%aRvzKp2Sx+j)AbvyOy-zC3t&Xc@0&2R8mT6nMrYg6dfsnD|0
zF%I@kYc5WXl(Obs%Z)ONM8CJ?PqnGgi$^_u?2Mtum%59pc61@f`e1Kfc^Y9WiQ+Vw
zM6>pPO6XopkwT2Bv_)I!(n~2a$*eM2q6kH6UXg!7&lTj@(+26m&obID743%xr;e8%
zVgU4^x6b&0=*FLtJjJ_MM!QyH-5FDh=|aR*Eqvs^S%qz!tPih=d)7dFkM&Z_E7h9c
zu~sdilbfuRWG8Ec_&KG7#rH&5s3O^%7yK%s9A=<AND^1eJgb!KbdAVk^gN4YGeV@@
zr)Vba-z0m<u0lGn^8Gb7FpbtK`l*HY5Y0VDQ@octn#QFkdopwTm)|$r6Yb!)+3Wc8
z>}t6LJ@8J^kfxj1x6dwgPFR1Q?1}dAN64rw*HYwVruT}cQr`*#!Ln~Q=Y{YtU-3xr
z!TKtrqtY8w$s<8Gl0%qB0(D0fo;6d#@X<^DkpC&Kc+ZH+YjlstLe}tRP(^$D%wE{J
z#O>(A-jA>G+v<+CocK?1<@w~Rk}sHBic9n~#YnLFf0)kp7REc1cAih)E~BALrylDN
z%dn?pj7^oBr3|;BDX}2!<rN~M%pc-K^1h`%fbK$jMOf${l|Ez|W3IKAI#5}kI(yQd
zZ<y)83Ts(XVx3ZcK6tyzKuWCrqUky2cW%pVKacVWCYPxb;ooI@iGTBlt8Y?`2!CSE
zm6pUFMGfsa0}DBfbv!xqZt@FvklHf0<)a_$U(ByLZL9|m$zi_7!>cb7edKo`yIyLU
z-&xy%_38wY-STfTr_3f~H1q0fE2bFZmH!l1I2R8YVUHX2&aIl5KEj$h%QZAxZ83G0
z@IX^^%@^t9<NvBSWztgWEiWZouC%d`i6hrSMU4|gv|oZ)f-`UVAG7U<EbPRr_8DFK
z&U|lUCKrs=xY-EF<+9(I9AB2oa#g}>Y(gy2*>c3Zj%`VsZp<{spZz+anxD0Vw)kS&
zcZn2`#c1(3#v1FYHS~OH2`f}lFCN*gdx@6cHf9o#owrqEYqAGZ{HZo3Y4qDypC{Z*
zG)3ErQc&=ZiOYRd6xT-($8WWS7>|gkL1&NE(nkb1x?^lR7M*5?bgA2eY3V<O+Hc=z
z3i@aVs!p1j_xoGLWj(v=*Jw<E9=XqZEwZOW>;{^(UG1ZhON=%~GC%J`dFFP`ZEtCg
z5veC<p7~}5SRDb2_V`bGW+-Arxic5}s#lhf94#~SQK*)bD+27?i#pxTpbEVcWCpN#
z_+t0dzvQ@HB}6_W35}wBZ7ivxsOk5ZvYu0{DY6wzm}54y?MaXLwQn{lKg-rQ7R_da
zS^b8+8E+D@*1TRSb9(cfL++tZd{2bQYNWZ(^e9ZdJR_@(e<z-0$&Pr2*M1~@sNf*e
z!h&wjG>q_&|2`IvvJ@H5GJQtRN9g61RkMZXyb}>K7i@JA6`+%aM03#ayCYo)hvGLB
z?@Y_YtH|FIq0#;xBqqnik;Lp<S@TH9I^hH6z8oTC`X9IwBRW>+P;J4}$#fyUB*R6d
zc`x~dWHDlU5%JA)vc6JxKaqpML&((1K4EXxYt%=LqqZ0cJ|PiX{%Opw`hAHPm$eX{
zf0^yDEBRS-n&|YAwW_C{xgAX$-|`MI8telWf_^vdAiDW;`j>h9+Wr1Tk{|X7kQ3^c
zq&2FslFGNUD=nPz>GMzjl=KsxQ5^S>^Ihg!n^H?!Y0gPa5jn2c$K)vEu`8Jhb3Am{
zp`E0+70b5f&z7{`LW_*XJ{6<sj|aE=9nhi9{Yr~OSn$hO`}dQyFnu1Ks4B_JL@W9=
znEVCR@UkPlK*jJ_X<`*ZF}f(%vNZel?Zy;S&7=>_c3JZLvnvrAGQ1WI^>A=*18tX+
z<(DGv5<4BsU33@m%2D)WC3-G!C8DSDf%zvfP5kd$)9I!U`ZR=27U{8rqy9l0Kjin$
zx>LEm9xRd9v@czV14?`RP0~zjXWET%%YUjRGxEVR?Z_9k>V`+_N=>2Z;nt|+#BY$_
zK1+_B&7~96@*UBd8b#x|)bi(e0#@WvvLe)+zDu@Eb0NPC?b@g`dqlO|=ydd_34=wI
zz0trZrg#-*jxc!!D^OxWZ{B`8#VGFmB}-8I8fdz8ixK-Z>xh&OUGL-AcS7tMF6~)-
znLH)d{#VIM(KOWeca^M|uIt#KnJ~dc>i2O*n@+beZhD!oS79Vyy)$)?ruYfon)X~-
zqnNx+<xX3aIv0_4ict}yruAP*zR+Q@KhD07_4OCalBeDpt+c0O$=+xe=DSI@VxPl5
zv%C^>ehrsA1#saNvpbXTv*poA>U85q-O4@GDf1fU->u_PuV-|2C#TlXAxwPX^<zwj
zl2&7wY_5Urs8fFrS+Y6B$fq&+Ge&nD#mJ#;%PaO!ss}IktnpJ7L#xPV`4V6FcXVQ8
zjBpK)y3dbXkMSyA!=*hT);k-~=}e6ZPw;I_qk24KHO{kzWMSykTH>2Y6tn2;`>hoO
zeQy4#WxiQ<$a^-PVq{*9$}4*BfqhlPg4$Q`McPw<P5f=j&d!n1&yGe#v(_~0(Gvbs
z>pDReG1Bjb06!~UMV>$96>k;R@jwG*SLFARyT*%%PhL5571Aj-_e_`lnln9m>vvd>
zGxnz!r<l+Ub8i+M;$2_`@kYtf&SgAHRgXl+R;83Olc@*^K0BI<nuz47RriQx)jz4{
z3R)^c!#aX0*5^QVk1pkyK6~p;j|hDUpX`Kd)f=8P@Ep%CtEcJY89GGC?o%0pQmq`-
z@tmVyK=qhxf0jFV_OD-i?$L!IRJl$pd~cGB#WHm~t*An(pNDfMG@p^WOr{*W9&ZB9
zypIh%RYzP|Po1GNIjLNc78MUPgfvJQ)66j)uN}Zdtwy`+<WrUNg64S6kgT%mzb-{*
z(1@8yMkDHuE$w+c7GgU*6zm+@>0bKEv}L@}IQMdfmeQ0R#R~M$EzR^jo<__Vf=2ff
z4uA56<as0?#pxfm8Z2Jn_h9M2pZ1VEFZ?5X-1ZcPu`1>k44TL)1fM62tnt`p)V&>+
zInvwOyY~BOSaNFfJTKQ1<iXl3u*i0ufkS;M?4ZHp&|Yt}%p7xsZPY?|nc+(LJZxyD
z6Oj?qg&rh~O#3`1Dw@Cl9FJ!9+)3H`&(i*xKc!s#*Ar*k=d6xWDweM{rRZAj%TJt#
z2v2)Xt3M}B+evR<6*AWLb@%nbTYOc8c#idE;iIedIPRip%FMJ~Y0I0u0D3pueQf*A
zA$ys+<v#dXGvw)6XYbjWqfmUiHa(6N2ZiaADs5&@-#YPp`6*R!OM0jaWUZgiaMY`+
zrzYjQXJZ_S(3Z}dph7{msFXS7P@*?2EpNQ1r=*6u3CYsnfq~`wWJUJ0WIa5&RF*2Q
z%4|nf0Vldz^GV~JYRQB6?fpG55~7+lNi{h*9*sH|@eH91oy4tEulKc_5pAps_Uyc7
zgvHMHQwE=od{z_tU74XC`_5w;AFX8kHvbyk;88JEm1stF7)?27XAJyr?UCDBM{B-_
zRjKjg<tJnJ^7^7jU;F2gpM2NdDcATiNtNj4br5eK>omWfdakS?RTiksI8vKoss`^C
zb9QtuWz2&$jIyi#F1nrDy?gPqdT8eF@y{;#Z8dMWN<IE2NTIsDVku<ZGX2!cAMZXw
zIp0^VE6bGA>;ZpIgsaCZkq=VxFMb>U%sEHZ!yVJEedeUr?&#k65ly2`BmXYTy^_)D
zjj42fO6nY`2%+}kkb8+M8)x#H`Dih>(Sfo&&zpNH#_U`qt5_sxr6;1@vQ2qEVLV#T
z#1^rQNO`meDI=rKt&Dr#izF%1zddqRqF^nSexF@w;UY%Dj}xx*b`Q1jP-(==HNAUg
zRlkkOcE;Q+R9cJj>Grp#$W9q)+Lbn)@?P(~WyvHt>sh<9gof<TcS$!e>6u!`-l)(_
z<r=grF)F%y=-0QLzVbwL9N<4{=2zbo(J|j+D_UmGpdXa~uhH_3Hub8tC-WSfoG(Ch
z9N~;Sq%%;VThV2uByb)<Yw`-Ry<O{@#O0M?SIQ@wedJtl?X2sGmP>nLzu7;l=SmBY
zswvD!W16q+WxX8V)PdKBr__+g&_{cYkJ!_*MRyVZqE9c6!=@$XPLWtve4G%!?{#EX
zc@^m$au&>^VTHG9#%HW=?Ugf3eR6yTE}h5v-IOn}YUz)Sz5HiH3e^74&~{SMcZqv^
zPkb9o)bUgT6A_kSVgd?!6VH>c<RbVVc4Q5$uNv<y|DeT|7*E$Rok2nEbL#Pn=}y<`
z-(x;hY~QdZM5D%0XhlAls(ee%wrei)hO;iCazQtC3zbz_bRH;nml;+%BVsS<_o(bj
zjEYW0Y|P$%x;-^h$F8(+@N@Fzdn4if{2Jg&3yCrZ_mX#HCqWpdw)~8ACV?zk3o$O6
z7iCf{TiibN0RKGt?U^H6e5V#Boq)p1f132<-nr#%^r7aGqfcdh=+|WWDY>$})>xZv
zF_q~4!@{iV$0I5%>NNcOr28x);W<>lsiV;GrD?06pWp52MI5uYRL!55@hKuG5qUhw
zvR~V=)bz-G`Mg{;Q;zKB@K1Z-@SA%1M-PKedMqn=?8IENeeHXUUN+Uo_}3HhB1>eA
zk;GC@MRUz-p0@63BO*tw-AnDsKWP5wyt>wW`z%vv+t~YCLPVwqslp4;9EmbFjkiP;
z=uc+C!zroetqHb0x~GjuJ90ooo}aJtHK%#fbi<bt!#=h6-7|gK_q5R{+d8jl#TDOU
zbU-cB=6Tzm<`N4YFg+3VYFgXlOrIE%6VtCn8$AcvsqZMywVY!_mRQL=t<>Sn2&&iM
zT$(s-nvSsT7`1Pr#yCf%y`D%aIjOm{^8Y1N^j~P7`}|X8o9kzqX5vlNp@<hw6>Bcx
zba$icJw4{9e_H29xw^2au`OD{A_|cgjC({(Z`Y?Cq5syX!``SkTh>OzbC4_bUX`>l
zI>&FB*Shhb=ZcW1D|y~^eu-}C78X3Eo-QyZMU*QGO7u`GzNd}HYOQM>a`Er&;fueg
zg+?~)tF)Rlspjj+D>07#Ws>ag(rE*arrlFy>#|gdV(%s?MNjIPd*ua~6-7)kmny0j
zJ$^WPVDE^|<Dm=2dQg=+G}}^JUZc#uXST*1?e%rR6l)hRJ3Uw0XtZaMjw+;QoknMH
zPO&C@!V9M-4gFnDI>~(7KN^qZX`3`r<uHV?O}oA($Lls!<lmkrij`ia5Xd_@1C9CI
z_flSfJ$Nx5_TQEM$QD}YJ?1oRN%wreMC<_=O^)z#YYnNci<U0WdOKs<ziQy+n%KeW
zr_z(`z-{jfK1Y`D5p##HW#uB-hFWFBbc8H{2fv_i`so>X@al!9Z(hjpdK(I9{p0)J
znPf=a&R-@C?xO*d^W%}BB|%2_6+1-YwRXHer;1@j4ZM|)lQ!pHqYE02sAo-@=)#Hb
zd6m4v`$^Yo!ly-P_|dF*tEgH}8u@tD;>doZ1IWmilX^1F(z@Z-lvm1CsPi{l{(6j)
zDQj3argXfSsyTDMwU7|)FLCnyDJMYR(wxqQwuMAJ9jXe{+3q%y_47aAc<h_Ekl38H
zCyD3ZpCZYT46&Ywu1$960V-<%%B~^PrEHRwEM?qiFMfzWWPD=&P(jxDT@Mo{S<U~F
z_$^=GA~sNQ7yEeT5fN5ixsVzaGE?F#Q6ay~P;F&tVpN)Bix1S=AJD?XZj&WE@_t(P
zFelbiNoy3Faf!Z9<fA^bHS@2pf`de?Qw7dNvZHHrzi}Cpc||SW*)#U_9hWev6Ts@F
zb8UD&7OV*CpXv1V+P@we)`a~AaZ6X0D5EJd{*IDHSkq5-KI70oGgr10f6yO6F9N&U
z$^Gd}l3rv>w#;PN+cK^!A!8><bh>p5pZGzByW~v&TGQtYF&w5QV-o|jCXlz1y%TvM
z&n6AZ{xmWbI=Qi=pyAqAKQOc7Z%K3I{TS$6<+$5g-LUMf89W+lN@Q?slG&p~8@#xf
zHa)Ubue}zBsVvvDAp(%rByXd$N*+xd%lC3dYFVQ=k6L(rvNU82Bu#4?>}Ywi4*E45
zNAnI(6xzT!rWc~IE+a+EFaXJ;go1Vd^puD#l4ra`a@yyecN(F<<L}itt;)UEzWECA
zqmM!Gzhg9-wxtz>CyA%|B9xV=V$-W%GCuRfBQ%^z1BVO^)4#UpKfkJauf%8+Ss$^M
zkwnv!vZA^Y;Xq!{!{upFii(Jl=(=s4>diCiC$(%q$)lDRl6AjXc`D1SaLYG7NLq*3
z;CWi}u_Sq)un$u#Z4u41k4ZKipF^`kbb9UcG`E=OMZU-xT2YyX|4y=OG(*aJW?<F3
z+-&ufyz+F3d9I0!uTsCt97(RMt;I%o1f|qok8crOG;>!`wm8(PI*dxTrxsUY+7M%?
z3c6I08DC{vuxQ`#Z<FM{xcbK=)4!fpnY4CmddC?Oq)A&#nGs11mB8aAh`f$?)>|o#
zSIgQO+rm5Y)$>VYUnDNV$5xO18HkAZwQKUPZ>>nI3%xfHzj+V6;#H>U0zG{r<5S#Y
z%rPG88Clndab9zc5;1pUEQ)b7g;?_Jxunxx^wd3iLLwx@$w*8emyXxXMDDk*{*czt
zo2y@^f60+PxVrSZ0u@z`KP5c)7(Y#?UBuaI<Ja+46;!?XPwmTDli+wY`A@}?q&=hZ
ztMOpHMDv^CRpOt~b0x-sR{kvcLKbiQG?Szl(^6Gzo(&ttMEqkON1ydNo?rCovhwk>
zHHWzsZBXGmnrl=9RhRDXaylLpYkqFuzey{f^Qo8h(HXo$yI|*a`eG#2XP{7??))69
zk1)t$z^$()|BHIZ<4IRXlsR4pS@nM1cSfV^o3D>(qf>#=hg$7K%3mcbOYSb#)2#`j
zYZ@@l#726W^^WzjS%opDj;D=w)0Y$JmueTsYaOW469XPE$Ltg!>dJmk%%!7g0*+qq
zeKazTeV<5j)z!7Ww$F%*b8l&nUvY*d&nF;ShlloeGixa74Lk>v`N`B<*E^`|nP$ED
zxqca<=Vm<vbw&hevtzO1m(I+wxAt~Ac`oO|ev?q`Jqxq;_SF@~nGa?D6zapHd4@jH
ze;+4LT6S@tD80nN`hY5$l|WtKZz=k;j*c^CzSNYV@@G59n7#ob%fVaaf*!?)R-?5q
z?+2*%Rntn@REzu~1bbV}5&?Sz6;)|Z`6Uo2Q;Mb|cR~gI=>>Q}*8@@lFYc$>j8$#o
z+R?FGfhStak_=5Au{E?Gk9>b^tXuGX$#ZE2rcGy|*XG-)lVv|dQ8zE%TDhj_Z?H~&
z>(7jAHCk?8UvIv8&??IDBe{4F^f~0|bxSAkjN$6z7rhQ-Z+=L!{B4T4$x!5a>7Kl5
z`41(P*bT3~Fy@W0zF#JK*>o%F{Lt=cLK$Nlu~z;BU-g-la`a)6Yh`g*TkHtAo2W*<
z9ZCNoA%b=wWF2BN$fmYW1RRkyk5pG`q?#a+aUyGUvuH=qI<^riw(6=SHllS_qw3jD
z5~`mPt#q<d9IcN@e=i#C7e5+}?<Uuknl|c6nEPbffmrgc)mv_U+P?cpvrOks06Q;q
zDLaPN)&4-kMYb7_FV+OQi+hmi_#Tf%dmor}Lk~x+6Gm2ATYhYX8#Rz;G^i#}pEI`=
zI;daeang_Io0psWG>8D^oZ*dQs%Or$?@@I1Y=$D&Z<eg?-Vw6LA$`Nd6E7Wm$Dq;E
zKboRpq~@!n>om=>+|y)SK$h+Mt(6(iBabETXoMqm#sZt6&c|}!H@o+JXH|)`eNTkK
zvIEf+8odXUSbJt$7JFy`V#Rsv;CVlJ6qX^t=kSseBkIvC@jad{qM>48%`TbC%Qs1W
z*te(8#Tbv5W~!jX8t3mqjp(H~qYq2W1urQ*S7I!9_sdwYh<N4Y`fBg$%2-&Lv9|VD
zh>$I}BRTpqt#)RjYceI0G?y$d>pb_^)yJd`tB79KIv_*T*3gEsqwVvk_w9P9IfrcE
z8Dra-wnF4Ue1XNtJmOSed}v~koa_5#vb$6fVi|#-{BAre`rag0Wj@cN(X;^Q5_1R-
zR<p~>ZYwN${ERHm_<$Mx+}3#<#9g-&h7V>`us1l`d%%aW-iDTRXjPNPEY~%)f;K<c
zN2uM^KKqAl^>ncQV4`At-P(R<nk+qaPV3B%wk@r3pj)(FsL3E1<PGE#XDKx-$lbAM
zw4=Q(rG{iAH``AYJS*0&mr|sIXO~>YCtafp73A1z)jZ+1OXIiJs;Ge0h*w>YB=~!3
z97sI1sJ|zPpzEfN=gt1r9f)M0j8853Y~ABA=wvERcjA1&@6%T#buOF8B$2k?`OehJ
zbtLgU5fU_)&G+|vc-X5Z6iAvq_oJj2K1vi>;?(jzH4>Zprt|5=ohOq9VG81tf;NU?
z-+j(CBGalKk?{>1_&7wST_?iXl9o9=m+$e&6rFfvbZg>6)w^erOl38YDWe}x#X7D@
zHnr0D9*>OQCQqd`QS{a%*{s4WPapwdse!z1!y}9D@kp{QYR7O;B7U<m-hl$&h>Yvw
z^iITWOkU{Qm2wUi`I6tfMfz2e;b>~!XX!n(H+tXfa7*f2lta>?qPnWs)eL2sF)B*W
zb*9Pn8FVDpR&7lk4P^g4O6$PzGd2us%Vvzq-*<_dIwPW%LDoOiT&m)nhlbshR8j6H
z>&KoA{4}a5L=yG}F>m+G`_G?N(hKc$`|9hI&rqf53@k6E+9MjAeMqJ~(3E&A+H<UZ
zi8?h*dS19=e6g+^m8}>bej<4V;~M8D5T7a!{xY<W`}SPo*)xBjrX0wi9Q*w>Uml8a
zFK4gC6x&z2TDb5smruOt@$w>F8graXJiFB&rfyHZ{%s~*(qz(5x{GzF2%kG6I<a@w
zG}yB5(j#k2=z352rVnonQ*8g2Fy)CwJw1Qe+qF2#dphkaZDeGNEn~H`uaX#Oj8^gL
zSVBaMaC^#J6Ng8#MDFAaSwb6N|9(g-;AxWUbr~;nMs1E<PsYh%sXH<wdz03wD)(5Z
zyGesl6{l;4vqbQMY;StpW6+v)*MrpGv&3K96{?k>E;MzG)JP-VpQYu<D!}_v%SDLJ
zlSWN}5h83CR3l^dXwuc}3%EOF1>!nf6t%^gtmJ1Lu`hAhv|UL%;e3(0BJf3+Ah-P;
zMx}JCjZ;io<7bUU60mplKvYormdt5D@)alZGuCq}S9%T}a(#WfP>CY;)r=8^u$rt`
zx;N-rdXO}r)=0d!d*4aY%7fKh!+ux}bB$}GvK`yy79N`=D@{Q@YH2Dly9i?oUg`*s
zA=WG{RHiYou$q&!go+vNu~ym>mGav?D~^>pMkP--uEbOVPw$GO*C^(|8ilqYQWpq%
zD9)G>hrXLo$G>%7Ecu*-b{<hrB%f&C?GcMa+6W0%XRNI>bvZ0e+mAEwdr~QPI#`|S
z$7E|>UHxll*G7H*nA@>b<2@1C5@(YS%Ra2Pv^_Q0Ek1V(k?gE~s-9PR6Kz(J#|4Lu
z=N&5=iRz&g9zdD3-$EBJaWSPpWY(=Gu04xR#BI{sH7abds=F=UiHKP5Uv?6Bn)F<0
z(G9!W=R3j4<82E$6UzhCG>dl?>^oneMJM!CADxt|KAv+qyA)eI&c1p#t<y38B$mAv
zbu<+ZNnW;iNYI$Yi+zX|9_a%8RC?3)n#DRZ{_Q>M%HI=Xq7to`z|JqGv!h1CNr};P
z`yPDpJrNr9jjMv84z?NxZ#C-K_Dc?NlGZwwgdCAo2vjlCgaM*+s(cZ~<NYVPuneQg
zkmWYOMa4QsHl{1LaFO%rBvUpWnEsS!$!q^Uc`#6OPh?y83Nq<S`hLmB!{KKMRqWsG
z-3{UWVDyeU-TJ5FpTR*+X_SW$cLACm*>}%LtQF{Qq;l9h&uff6+vG^qCi;GFiX3s4
zrR<AUqaVyx9DA+Ufvzeixk>7EvG(%2mhg>@<6Gmwn5WiBq71F{f;yGatC4;<9u*c&
z5h-<7_NEchC{Ok>(Te;meM&l^W}ZW)hX${P%FLKw6U%HwJF*;j@7Yt2sC9h2MJ~}|
z8|X!p>|+M}ymu4cv3gX$)xlz0_P5VJKOPggA1L(aWc^xm$nX@#JkNMVMiPS;j5hDp
zpGQaPc#}x*ACt^j%`M*9g3dWQFRq@@o-8Kbz|lDa^@a*f96w196U~ikWPNU~$0Mns
zTgQBW<>-mu7q3+Rq@F7=8mnC_?LF0R-xp2U|7jgWm+3!jVWG#2_1)`@?8&VbCRM+p
z4!-gewe_NsM}EL~IhWHl>51Q~d|u|DNw@5Uw_S!H{;g|RV*T94f`|L-<XzB-aR2J}
zQ+EQ|5uRE{`_r_8OP$iOk93aYtIP1q$rA$Gd!fH}4i@%6+)f>Zcx7Pu?4nrkKr)tJ
zUl5DxPXCsCvWMwU+;JA2z7b1pkF2*On=D1I=W+Z>qhdpD;`3BVAqFD5)6SKgfkzdB
z&r^mH`6VX1+}bAdg(dlqw4TUy-2^;n>HnOt{54Uiwic4iGx)@QjoVlMo-okS`FKL~
z?FI3udJ1LeQTW@%@u+X&-zOaGzlwI#!>!|aMTH7Y{CSe&|GXH7bUsk26|H;YQc?^i
zBCl_zddTHg6FA_|XVY3@T5c;_eTKA<31DT@$&J1I;es+F{rj7Qg8h1A^3XJU@79Z{
zTFR>V$(GCKTsG}%A`hnh2xvll(^e*N-~4%uPkQj^*vC_hD={MS8@Cf>m|>>K`BLj$
z9lAPED$ezup^ud%ByRaf^13)nfhdP5#AKwIJ<rsGeNRW<!Y@@9GQTcQFFaIs>S_m9
zUU{(`?U_G}CE7Bpc&O*~)wZyJCR68LlA#BaT$z4~spKW%I<d~n^h`Xjyr--`BNXTQ
zdtxkqk3YwjXiIbT@WCE7E1Ub$LzxP*8S2I+i}~BcDXhikiCW0<Ik8QRMtj!2OnVRi
zoH8q_?VKScH4e)-QFZ3b!6(UfT2-laD%#!}y2hl*PJd2#SV^oo)#R4wM4TvD%spT|
z@)S$Hmtm&eAU)Q9K{QHSto=oJL$+g?isq6RLZ2_cZ3J!nMiE+RBr1gBELhov3$3Xk
zdRe1V82^61#(S>RsK|5Rh2WXd*@KnUq@y{#z$>lk5#CB(vFGx2bY>}eAS8Fkx#U!(
z$8qlMW!5;g$F0}HtY^OT_LcUn4OSj}rJk?3%B+c>CMrHpU+JD^XB)GIc@OkV#M=>?
z5w(@|FaA$u*GnHB3=@UfiOwEbcA>-PzfM;pO#G(po(z?bSV|*I*l5*{)Z@ArW!gOU
zD421&j$%}b;`QlK$mdnv9)BDju~Y6|k|B0PQqTV+l$=pyz4EO&Q>-@n?Cwo|R@|L6
zn!oNtq8>oB)2nG!A<5_Dv`YOWPTifl2ucgR=2MOJTr5k_>z{YID<5i|wP+zto#2!z
zdB$<XN#{>(jpJu-v3qk|%Au&L7p?H)5h(7aqS)7qa*U5Rr%Ank?A*OJ-zV81V$1OX
zvt`kO=U4MfBvh%TkIlDi)q(e&XjfB&>19L*L`Xk|dUtObDe1uT$<wfgBkRo5_g%N;
z^V#EsbvC;EGN1vyG2UnPSG+cf@A-R@N$vYb$D3@bZ^3#3%6sP8L}=bkm^@wL=gsw5
z?MayjQ9jQw(euZAJ;R%EFxT^!Q->WZd_=Ft)-XS7P8%%l?MbJ}e<E*xH^gN~_!>W9
zP7U7PKC#^I@nf>Z`4m(#heji-?DpxDvoNXNqCLA`CF#DG&_lJ~C2g3wXz$L~*qhy-
zTACsvIqyTZF4g<+5l-4!Aa{~KN}oPCn>NkPLuT^-CY_<$gX}ChV{g3C?AHky6uXoD
z#ly#sj%DpEbgCgq*4pT(Ak(W#N33>5+yCk9wKeiyTJfCk=5sn(hb-Uoztbwj`aDha
z`CsYl^Ypu!4Z>U)a>=(QzXT2U!}Q&)boEiXs=maB>AM%{H`qz^w<d3wJlK!vul{_T
z@}9p<C+fbJDx4puuC7ng|LCXuzpwts)jy@r&;PV0GmowKo_FJ1(EEvsOcdt3?1Po~
z=xV12)JNq#-FdM!8po&US>!dyt>GszNvlL`blp>~#}Kpb9#8g~mH6ssoM>I7nVxvQ
zH^gT3dbEF;gOSADx*Eet)P@XLO>T{{c^w+!yy~`I=|N0yfU>D?lEkuB$tqDVB#%k{
z{JZphECqX7g&wTre#xERPZ-~sWR!Y2c{<M5(ob}U$BSomw$v`;rS@odc)ZB%W$9b5
zFmlLDy+k@9yv(brSKG0&Yt)lGkb`@a<lvK4Spa2^hV4b)C%dncAOB9GohF^mb(T>L
zjz>DH7l(e&TubyI%h_z^OmYI8P%^y;TM+U3eA!f=$9I!=e=i|aUjy2TbMDA3aL0Qg
zS|V?w@tiuIUOiWOX!;~+rI!gMwSp(fZ&BS!|I?I1?Q!<BWiIKZ(2}L*v@JR?sVH#H
zUCRf!9LhWym8o+trn$4vZy4XPspR_23&yVAEMCK5B#};`HD2$VVc4>M$_kh108dHQ
zt+$rm`}0@4zr~dvjPvt6-+7yd)(Il2pVO5QAzeSk#XQcvw9)HnJ>xNHFFui3ORx9%
z$G!HbkBUg*J87lR`D7NIh)MNor1L>Y$B5&-$UJ4QgO$oFy7GsFHTI4C3W{dx)Y93y
zrw^;nf5prEK3O9y5a_6Vp+V_cAaZ&g(stkTOnUInr<%W$u(59h>m!s)wg{i;Y>Qc<
zwOn@YnTyu_`SQwaUaAf1=E1MCD-k{_6j~R#=jhn=q*H#0-kv0EU#1?m-zUT`-{#eX
z`itZ}Wwi7ne4Ju?R)&w}yalN7M=OeZ)+MyG<<OEmxLu{PpJRM}k}->>)Fa*v@)0#c
zbbrYO=9iRL)R8fYS-z>o_z_ZkJHMjVsq4@E(c6q5l?IqoQKzr4yR61WMzf?)O+`A4
zyrm!IJU#h86&$7?lfEHpj3ts*9ZGj88fo1#LN_!fx|7UfWaY^@uG4E@55!gpwugvK
zxtqvRLdRMQajm3j&0QuF$M=j;aLr4iezJzhV{Ba+!APzP9&1MJe3clk7DeWA*Fxm)
z8N)~%8DTp+`{LzKyMLZm=$KCP$z)xOik2;C>ptd6bN*xYn93_7l%qp|EN4wSofqNt
zSQ}lo<ncWt=;ZC(Y}tF9RtGgCbfNcfSsSf0xxDQ6Tp6LGqS=y;_$O#*&K&*VXFrE(
z9hIWFRAMt~O<AvJI!a>8IF9$bN-FV1=v4F1i6yS2W_-^GI(+ZEUg$B=Y4<hVu+X)Q
zuIWZMNF9smo-t%P0c>7h%Sed|@bJj{)%;vP9~^7x^#PJHinOj*&5?4ZB6VTTVwuY#
z(ppL<)T*zv?ioWmulhkdCLU3Nct5Qg{hu{n^O~Qmald`f2vTKx=TtPxUEV@lgdOWh
zs29stxrS>#<Bi!nn*AJ=NNRiY_)ou=)r~CHPl=yfqK)qv;q0@?n-ynuiV-_us66X`
zP_KL%D}0TjNNlYK#&r)p7MycZ%O8{Kqk3qGH(JGea+er%uC<MyeC<KvB_O^s!d>>x
z60LaJF;NaZV`%3xUdmdG#@{o7kE|&eYtG_9?0eS92s-uSmA;M9i?2GT-mVx0dw3q-
zGlo$)kam9g(mci%KXV*rZP4#kQ?FOr^f{wBpBkYa(-WA^T+5$+`?-`;U4u>*^qof}
zulh`SsWM5{o&7#O&(01Cd`!IjIWBs^);Qa~XPu9Ri<2kmuJp8`Kh{f94?p93)-kb%
zF4yx_DJQ=XVT-1&#?LLKJiccuwg^#F2Ve6rv8(Yt>xl4(Sa(E^PZQnn;ix*cco{#Z
zq>krzd}SRS_L9svv#qF+Fqa%HOE-kBL^NdH-Fy|qen*VSzsU$nW@XSfPCqYQFp<?K
zGA~!_IXE9B-Y!vZ{RHwYID4sQH7~_s@`aH|I&pLsaKvd}2L;<G@3&#SpQ>N6w@C$Y
z6vMduiGtL=VpNf?>%ke{(@QH>0hx*i>8tlH^|tX7JSBRr^y5<gBwm@`X0<APb4;y!
zdNH*T;iIiZdPl5Ec9&6|dXRKj<T;Xgk8R<cF8ynAol@+bSG82~o=*ym^~0L?voF;Q
z-M7ipM&cvs;zX3opc2K1^mO7pnw5D2tWh*>jP~q4T%)0)WqM4aUN=_6xq5?YBfC!C
zNp#Y8vBaH=iZ12*lUMXZ!^1rnk9shWvB!y0OpK>v=s(lHWrbV%fqyTF?@wu+B4IyW
z{a4a+PpAKt9U_L4U7PzN&3)2Zg|||_iYmn!i@HLzZs$9|qdiPyteMF1e%il8R|Eet
zyW$Kf_3!fUX=dd&Y5MioiN5%o=ozv&@1$-q=uE`1^cL?;yRm*VWp+MmzQw+_$G^p$
zgqx0K_L}`JNi&@WL`b~JGWy?4S-sEFTTrLC3=hhV(yhqfPkZ5R26CczX6CZjsgLSZ
zWzNA~?nC_Nw1!PS{yAaQKE!`c>)@v}uk=5YH2fb|x}NtVMv=C<YE1Xcb8EV`^~(RA
zELYwy`Ohh?Qf7n*``cvCSe;y(qn`J}D+Akuos5t7ReN-2d{2y>Is_WA#!RO#`JcPf
zdewaXhg~!$mh@HU>qL{aY=E_myX*n|I`uC~_w>-5=wM%;@;caA0cg!0<jC{BT6_y~
z?q&8O9sm;**g@Qbn(jX@<2|ynMaJ=>Y}b?|r<V5lzUCg>#A`>(N#2o~b>V|TuUu!1
zo{1mdg<PohK8nKZEJuHi>zTcMUN7;|*6bH&rt$NHR<nEASwMAz3Vr!D+V_Uuyp#UW
zJB`OiHja94pKKlfUO!Cv2zKYreVhH?Wb~}DSOa(qR_=@|@sHU7x|r#u`J{?c=p9(g
zhSP5qYqJRXgR~;%h_`qKM@tCZ{)#wDj8-+H)<H(=ryC;CExcNz^!ntfkYv5^gxOKK
z?$I!<fQ}o#hq|Zc5Z@C?LribW`u6ILeXB~fKBR}8yf~gN$o}y&{iMsuyT0m_h`Ix8
zOa9RN?w+Dx1<!nije03OZ*A>w!5^VTMp;#JyktI++g|P;>;Dn=dW>5obPQv!x0hq{
zIUUW%_;p(GkJ2A9Rd|Hvm+=2S8b`fZv90nl>aRp{z^quZJetp@j8^GmpwrM_eTcoK
z@YR+6D>35d$-|L`EvY{DE#3({jpf)K<VUYMrWKeClMdUu=6s~vql4pnV(QiixA+My
zf5gjT&y^S-JA_R~iH2Kr0^PQ;mFz*}@9D+ZXRD}<(9d7%pPp)6>mHAg)m*M>(b2pu
zTmNh8#jo}LieV2WSsSmDmC_Eja;*~yDK>hP{Hw2$MkQyb9qql^b>A6)5uI)KI{mG4
z{9D$Pr?S^m{Z}HC*Z}&7s28iFh|KvMFL9gpkz1TO&#>!GFD;ziP8U5VQ``4-7NaG#
zbNOi9<KJaIOKFb3Z}ss^`k}`y>>Rb$LX5GL2E2oJrajNp1i$OBw2BdGTJF30pe6D^
zWsul*jGj>BSba;TLuV*HNI20JroTp_grjLnRz{Sa)6+EXwm6qgv^f6va#&ue?Mqu$
zW4zaobHVdz(hM<@5^e8#jMiF=e~ZU}PB>PA&2G^nIhP8HBfd!z!+TK4{7bTQmVM~A
zbH`G-jsH3xIhKQcG?In9gSA&0ybO8y06AK2PW7?1NN<qO*&L0v->#h@#nvA%r{?u!
zn3cy)BRXzNTC%rgO;@+?i6lY&$#f^r@o%9p9b(5yD<_RTO_eWDW=}zOPF}=U)6dk6
z`~2;jc+U)!nxny)P4!+bb{4FyJLU(+Z|iBRKA1UGw?)0=xsRl)#|MSUkfI$Pzl}3~
z{5f)u>1hc0dInzd<?6E248b{l%R0+QF65kdF#AAWq+EA<yuq<nTT){^g`B{&{~L^D
zFH22{Z^xC^x?~5JI_OFXQl0eIN$SxiuP5(AcdW_(s8_lt?mG#!onMFF)Po$4<7k;7
zPw{<{_BpM$#eYnl;oO_r{*l>=DJacE?@{}nNIDE_sjcVM=J%B)T9b^UW5LH$9tirD
zG2k`|XH9;r9@iN(P#0Z-r!kibJMk&cy8ZXm*>@-PqxHx#?{KUv%X20&nWNt3FRghQ
zrn|BPx372!7D8%TP`5-$1jzMXS{_>&04X^^<}%K4ZjDoqrYG6hrwJ?jk>@zKaQ*1~
znsUZ=Cio~y@|C6swsviLX^mtPS~A=8N%}K}vOOchBj~vjqs-GRH8C_-FSqB{j`k|y
zJ#~OMma~(j&1a)8gGj1h3mh*KBk1jYBt>gBxHW&LM?(BPk<38RXO+fnWeoqAbRP96
zEcAn`-%MKBbYSaEh*|M|>Yfhj1Zy5p`<~u6DZQZ<Mp24?kIf4GHOV^GW3E9ggJm|)
zW5f@Heq>gdqRRi+FIHmZ`kD_xzf!y^JUt_<TP(-X^*Wn|FsJ37a;rW+W~$aw8lC;q
zdyl7c^d4KKw&rP+123h8ERvTN?(qoeG^azCGwoRWSQgI1RR=mcIqF35RmjiN@7dPv
z%CwCd_j=s4#p~o9Gy!}rM_c5alX*>l9N~LVJ6CjE#-TkJHL--Q)$D6>3K&!NmZGKQ
zd%T3~ljFqSfSTZ~x!$uswslX0muPv;aXZCK*Srok4(ls6&8{55b1I~o`fh7$j<tvL
zLdP0ERyyfME9J7KgZsN`!OpzGTBq*2@;&k`T9<imN6SD>*}nLa{Z;Hw^_HFr?wZuL
z?(u6#^t1i4bNOsZz=-!Ky!e5&jXOdb=wW?SMfI(>*(T3;L;el?m0IRoJ$jxW_~cmW
zIVY^1cm3YhqrJH$^mpFcKdL*u*<s{n$--^b+S};;P2$CMdI0MESMMk3iM=(g58kGI
zPcQb7t})Xm`bw43uJlrvm0eqVX46KVs7VQ$kgnqMWW7h0;(OZEx3{p!PZ=6pvtxT}
zJtb?6(yupT<m&S$|5;LhY)6$z%hCH&ksS7*62Z)IZ?&nVH$}`{Uh%O9b~xrrOy3A)
zPX{Xg2(xSbZls=Gm)1QoM&_=uyRM{Vzh6qVBc_Sup;vbpwPTcuR%=P^<G64Tj~tCN
z>T2qzB>w$&oojUS)Q%{*S2V)Y);*r<=_gU{Nfnc<=h#FE{-t-R&Q-SQ<tgZ|L^O?Y
z_Vb;m9Lsms4N>TIJC{Tc{d+9;LHzLNi3p`Nz4;#S68bwg(gOxDvq6Z29wk|!-;Mv5
zSwgf2zCrEf)ZXUy>>$~C?-lRq@8}K7_nUhUTQUZ$fY?LS+PJ>W6WU|Dw2oiFoQ_mi
zEwy)u9y+pOwkK~bOLw%j5xuRR_y5P9vOGa|F4bGCC9->T2U&~~kDk3`XctM0)zw;Z
zL6-pe6y~>S&8bhFU3_a^Ui%(z-DAAlZ2QscjJ-FkrFh3suLMw^!IS4CoRXsJ^Du~=
z;(TO8(Pg~bXnV94rdmT5QS&S3E6X|<>}T708mNVpbl%%96&-8uxu3f5v|L;JBm6$?
z8Jp8|yB;t}J$eTKTz->$qVXvCXbZ-qBJxeD%F>TX$Jm^@_&#(!QQ>29{cno@>&}+G
zH9AMR%RRj`o#ae6k@cd;_aB|;K}Is(EulBMzNdzUU<WU|bmu)y!fo1j+x|kZty!@x
ztI=!WWz_vz0;I?4F_1EOz)qr`OSI)z?<8s2(sQoe{!!0T&%4C;cpB3UZC0X0t&;~w
z`-|7lu)3aXv~ahoXCt*hP7lL(tIuD7Gi#FHzNeoDTcSNM9%~7qxFVvtob<0k=2je=
zLCSko%GiGk9nlrX#`rCi*WFcCuXth)*$>+ti?>u>Y2D*xlo@@hz0bLCx~<N3u@6~y
zukS+E?1$Qqql&S{hxR?&@o(G5L>8Qmk&>Edw9zYD5pT67;G)y1mI*Z6I_CJEt(dP{
gr9L{J)spc#b9g6tu{J+ktHFDu|KsYPuK4@^0Y}c9+yDRo

literal 0
HcmV?d00001

diff --git a/src/output_test.txt b/src/output_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d9ea98ef3880bb55b39d0b68f16a9ad229edd7bd
GIT binary patch
literal 300808
zcmdVDTdy9+k*>L}H?aQ$?^^p}OO`C_u+eBhmgR1D%N8xF+cSd!2=OS{B*iAF1HCbS
zeP-gRm%*&6h^)%WRaM_=2sX*$xA?sk5gF%*{Qv&n&#!*CdUo~G)x)b7SFf(Vx8Fa$
zx^?yL)&G6<?VBer?fFZ4a^L>{C;Pis_7k_RzP|e1)$gzV`_+H5-_QU1=<4IEUtj&o
z{`ZOf-J`1??O(k={Of$zE&KhqS5NG}m-hR2u0Fc@!2b7<efoX-^K<*w@2{TP|3Cw-
z@#p`C{Rxb>?6V&lruXe<Kea!-w9nli-sFM(9#jR{SN1PH7~b!p{d()_-qq`?|26!~
zE5q^3p7Eyq%`^MmQ~Tuf=fPg^>iu60==dz}{(Sh?{Zl--Z}0qc@iUL?J)YRl`FH*=
z`x9@*lOK#KbE^H1(Hrp%AKH7rH@v&3|0|=$uZI8h=Uevs{K=;SSH?f}{y_PEwC{Xj
z-~IOi19X0BZ}x*ddo^IYXaC+^quvkp9}@A({^ncz#6KA|-ygpD1H*mS{uSQif&EU@
zy=y=HgZ=)&)$|=cy!ws3f%rE@!&|Jq!^Z>S=}&!NKXu)A__awP@9^Cl>~M%Tf-X-7
zD)8RZ_YjKT1gf^YN9{A$dk;><JBIn8A%19Y!s*B`BSUMHt|6S#9*$iP^KS;sca7Re
z52v5s?}-}ivOnsN26?$_6n<uy(V~0f&QHVjsQr<hG2|TFzbsO_SFVqsHdX@Ej}0~Q
z@zhS`1JkrRrD&P^SAVO>43;QzzwgQQX#a`ny>|@hy%g!K8*?T<Fd30HbjscxEP46U
znEum~ihR8{Sm*6j|1{C<aPK-)|G>11B;Kv`-K(Dmx&O}O2>mY0|I+@1-sH{jJ?1ux
zx4}=jDbn=8fQB<64-V^$w&!d-wBNn7_u{lnxg(x@XkOZO?$qqTb-45E;Y8du4f@cy
zGCkKh@|!|`kiY*%ldjpVPwlfk^xj{S;+IPYeQSE?JEM9g=O5Ucebj|`e~a~N(~6%M
zou8XLb3U=PH(N43G<}1$!jnX+NNav;xWBhE`fOM9c)t2??DJpeM1E-0maQ#PJ=XU4
z_QXIh?A`X{!>@OLli!%6BRNy_?$O^h{6uf}cYTZf<zMfx>>a~1Y;I1&C?De|pPGG~
z%MjM#Ix_T;QU23GHzNDQe^dV<*E&SDH$}UX#o!c_i1xpRw0vSxfK_V4-Rt4+FXf+@
zNAiwI%KfYVG*9#ULDNU=^1ew`l-3;0SjLa=TtNKcAmi&1;7!AgR&0p?`_5y{cesv5
z`P6KxysdS~zFGOPPfd>?+e_K8R_%BbymsXcl<y#e`DBy@l;6;j$GO>WLY()`+gt+@
zH_q2ay@ciJc_U?Cqo(RTDRth+ntAqwyf+!}{oaIp!Q6{LFYo^*9}lOAXyBE3*m!Zg
z30dj*HdG?|t;6wrp_1{A(TMy%??D}d%=<qj?*f`U9*j6!p6tz;_s!=cvRw95g{=2Y
z;`{St|2Lt=K%S0x6WLN$rDPnVq}_b(d^~vM<a~*F)-x@inru3^#<69KY{k#)&7%+A
z*wnEecs`t?EIaUl#T7TfZ>;HODq-jW^fQ^TUrYzQsA_?}7%85eBlPpHjn49l3unGF
zt@eXu=Q9m`%e<pLIXmlpejOxjTpd-_hs?6FX;CwfG49Ew)uQ>mPm*U~3%}f=#&_wB
z(6J4fF4_NGJSKBbXaA`EtatG&;(ELTWk2rJZ@Fad%@^wZcm_qr@ORt>VO?KYX9n50
zOy+Lgh^$aecYkQ7yEX3V)pfZKyFZtZqE<W9mm8@0<9ol$ZwAjFnQPGmWGm<TDYq|U
z&j#;({!>TTRNjU2)20b}W$YXc{hQz&pb0#}-t+Y5{M%p7e)Hz^>m8n$#4ULP$V;F9
zc8(4pBaE#5qj7~!i?xXKX1|MS5L2u3V8|~2SCq6*XPFQ8tH~_Vt9RGBGL@;~SNibq
zPV+a7`YxBRvA#P?cYD5c%C~Q=YbK8%dLz|5BHUL)katrq!6SsyQ%LUW2dj3xuv3<M
zKD{>f4BbbTT^V_|uto1>Jq5iv(sQJa9z=CKDUPF?jII>*2GKF3j#u^jW@oA|1ANxo
zdDq{4%aPEP@X|EIBlEfO$zPlN{nvY=Pv7wCCwm|Ar^;z7mLNi>2a3!v`P8Mi%zVF_
zq6_im@L|=@`>o}L<XzOedV8u6bgLZi$MP<U0^O&Ot)j2|^^jxbIW{Yo#hdGCd}NxC
z2+(s4V-4?~ZA%vr@kFk<TdZ*W%)XXP`D0ZovCPtt)avQTBJY>;txqEJ6S(gieKOFy
zJ<pGZ@9(mSoP{#`zY!XvHOrsZ$8x`DDqm+*``o`Me&AnCLm+Rhk``$`mn*u1kJo*?
z2^yk!N_9=w8z1KHI+w4%8~vW!|H^z1GdxUStyk`Nhu-W$4IMU`sV`>FG)<&>D0cha
zVAId3h2}WMorCA#pw<X)@Y48wp-BstT$ZONcYXru9%zOI3(iCob70viBom#Tr)3Ou
z+f9Fpsj^$<?M!<~-W|MEX3mh3vnf(Xqx>9y?|tm~{8De-JLlOF9?wW?HUMv*&SQQe
z<C>_w%%hr|#GhKm#Vp1nlkXqRU;1uWG`WshLZdoACyuGJNSR)bESpgTT^)<MHs`U-
zH>Lqz7`liIf2%Ktvz1Ek4_PO4L5>8O&gC;oM$3~W8j;VF4gJ#aAlpx_{xrmRS=2xm
z*Euv|UPAU$=#VC)ig$^;BNNhxE2ndvVqS~)DhM_Odt1W=GV!QBL%fF`pnC%iMJ|>(
zrF+K5jDt+X<?^~DNyy{ep3ptIbpG&vm~O}3;E!Zn+qd_)&b1HiY~#ff3*R$6`8Y+>
zJ1v;|2uo<xJBW`)o;jlolW}Lr&4)%8dY6ATnR#J&<TqxB&eBQDfWa%`d@}Bz8#4AA
z)H3hq;i78D?8~>7$$V%#8?+^XZ3lbOYpXO-EmIbV$&i|4Z$I;#@44rxCw0kgnXHji
z_i`<Nk0nHkdB-~l_T<)9`=P8c{i$p5*jW_vEF!fA&e^}%ubexbxV%1emQ|x}g>1_Q
z_`-C;qv6!~Hk0DBM4m#wb8PQNra|$eu)JRw?cDl4u<9XI#E1<~v(I1IsvSJz<NnIB
zA9WTk=EtS89M_s3#TJg^?IB*L`<=>PpjjgSK$2@BVXSxe&Nb?<1|3_|U*LgG>}62Z
zMQ1c3>gQbk9!rQcdqdrX2$+fxmYVLf8m-PahtNt>SksxeFAZhB$$~o7o;8p<&E$Qy
zb|ardE${bMCCoS5)Twoz%*!KnnUAvGi-b4U`Se&!PwIT*?6qaZ@>8^?4dPGnWC;%*
zsC;x)V{_{C#SRe--c22iI)i;4IYZLx!))`aG>fpFZCAfU{%@~wD*vfEZK$Oa0egKy
zTNYjn{Q*P}&ns4?k8|76;jcL7F6rZub#r@yTrcgaIwvOnwRw%4d+$_vU>5Gjp?;9%
zQ;5FuTK~Qh#Y_RH@JjG0Gc0H24Z(t?m2Cgfuq^M!!7@+vZhOWnQn7aCsPrS%ZC3Ui
z%|zY_f0E2RRQkr`n?9P$=}HhmCGT)V7iD>R=zfMD^5LK*+0sZZTzyCEOk_5IU6E9E
zW$!LYGqe;LDMy)64C%}DaFpTclbp_VIoI}{djnna+!GVM`VRMWjyQ3?4aPMk-8%T*
zNP5Pt-k2$;YK=Z<WGt_`TYoSs_oGSp_roU64AnWBfW55f%$uVLppx>eMXJ|zdB(%&
zv&1KH7J?@=9;!?42a_kX0J_RM+n7+-Gkhqj`gB}Aw!deGAz8k?YoObtk6f(kv4yHd
z>d1R&mtWRl-IC#mlm%a%j_Q?Gd`<=(Dycstw?Y|za|%p#Sj5hg8m^BA8etQuI?x{s
zkEffB3)Nhc@#`6$1nAKB%9T;u8+-3;@r9oGeuRFE@y&R$M8Q^Xhc3JLueWeD|4bcI
zsg4%f<vAfvg7dYWEo=Qu9g*^%(jTh0XL8j$6_Derp;4CD>srg(($1j|h^QJ*GiDiu
z&cTBRh3%f^q%u6`SZ$;S`Yd~X)QxjVkc4lQ@0$EjEhh$?|9zwnGlAzI@>zG!<Llhl
z`!ss_mg}!MCA^!B><iivf52;5kxJx?`>3=P4c#fuH)$b|M?~jIQmNEx2R&1kIig!8
zbH{6H>7kaoXs-_tGyOcNOAs7WpS1jwEXu)`qQga9H~F^gUc9+vF5{i|CgP{mJ4~X_
zmVal97AtodkX2MI`Jvr$z$_HqrDQ>rFJceNLqml(%J1mOS&#JhrXraIb(NI6G^k(^
zHQs-Vo4Yjd1flv%^H2FZpY|%VqP26gFMZn()1l`!Vmsn^My?|fZHTc{t{t}_=1nhw
zm`*!lJjrvW#V;eR;PPBLv~Q`+?(Mm>@tph=Qc54y>q@qW+3Y>-PCGKB(fycnGFh$I
zRNo%Y(~?alCqkYy!-|h{2|D6gx#q+QLC@U7AP?2AWuk3TU&6X>XMdS%%H?R4N#;I;
zH9xV9-%QiFW?V)H753#aSq^4^@7wvjXI7D1jazdvnd*|E(^$M!ew7RyIi32R1TqAB
zp6X?snrI$lnr;Zt{v`IU*Ro;fQ5DM#Ri|k2lh_$Th751Ch80=f*WbW5!@_Aonrvo~
z0HQc%bo~wi=tl+*-{|q+D}g#%#(tEwleC6XyH^V33d*^*6t?$_j&u3Uzk95C;;t}l
zGSZxRor=&AEjh*~A4rjhV#WD%=4Fs76Ea5X{KjuyM=g3qN?orqwakC|l{r&m)E>vp
zr4wFco9NcL&$*q;4EAD;`&gAZ_o<x`J>{F*@QI=&%4-5+`NYHSK}g+mPCxV$I$;?p
z+9*;bKAFD_-TysEeZphRX|z(Ng>r1`+LOMJK5Tf|Qz;ZSW@FUXN$n%Q%LEzDW`x(d
zUfX@JCYSJlENrBuZbD*?IGe^$4{EgU@yVR)H4ktdskWbGNZo^v=NwJ8&h1Pu^~olF
z9C4XXj-V|c4!1HW^AUXy;v*uYxwN&Q&Oft8N$e!m;CX&&PCaJnq2C-?P8og5^WXi*
zpx*d~G5HyD3(mKx?{1E6E^irc^Uti)4NhrV39b0p{3JF|JvSal+JP%_HUH)*?efp8
zqazM`#}GX?O^B{xMj^@@y*_)-;w@X|PfU(n$7t^fJ}&+(wJ7;L83nPmxh-p<SNzO6
z1)&QYO^9^Ja^mTJYrZaZyk9CjZaED(NBa<#Zano$5G7Eb&g~!Hv2H!~J0n;>MK-#<
zi`jW?WPp|+h3`{KO^k`}_FfV%woo_MP;1-<DO!;D9E9pRiRYO4&G-$i9No@iaG_;5
zy?9<=W52H>W78UawA=v9WR1RITkls+)pd&DH_L8#_sulVLk|7J0T~_9J;-vpwje{p
zfCg(jMddj7wJ*l+rx$Uva>sgyaz7KddTH*6oLOy_bKRfX^X!g$I+pTyQ1V><;x!gZ
zqL0`0-nq2%8?e{($@#P^9w}Z6z7>7$`Sy^#s~O9l0XKW1>y*b`(!x+JKZX3wHtmOw
zS=T7qOO7AEMm4nFd8Yxb&po7T{ySMIti*X10%XMIEgtf9&?(<G<va9W=Bd!p;j```
z<9VKE^FiiWcJk?1235{W^~bHh-Wq)LmiF;B>P1f0I`!1ILHyn7#a{|1I;HJis9zfu
z&(ka9$&_z#pJ3UNU5|cIf?N2^^tHUaB};aR^9$u<EtHLB8;|<K?+vjeoh4)}^H>sX
zsME8}TIABPc3Q|Ti;7H2P+g-YDvGjsjrh{LWAfONZti_M9+qq|lBxcemYFL0IQn!?
zkAE+0SiBZ&lFS}X=Wn#eX=-_rO6bcZGgC3%Emn)mv6Fp1L;h3iC{-O%O-$S4l$%5@
z=`8R}@BH+TWy8|+ot{2^lg);vwHO#*kb9xf-I+I#f9up^$Un12N07BiA`?@+wk7JE
z7R@c0Qto-lXXQNM8Rn9-Mx}@iO0LtbbuR+>maImQpUyGbnk1}aBSX37Pa|{W&7)P#
zC25ST7Nf5r!-jxt-DBn3qF;9;GEUx>h@4#RIuC1<iqu@Eo$KW#KZbu7U;12RY+_qK
zr+Viz<6gQAlr3=o6q~j+XO-7}A_rTZtaF(PW}9cgp4>CBQ41s*uGiU=TgFP9S&<>%
zuDvU&Yt$-P*F{&`<Fv+8>XY!auJx{qj9v^sU0$(lv0@-2gRmtA*7xk)3%Bgc;~U{W
zZL4JU`2)F)S?4jQvBiE|pVzrvTt}#Ssz+^kg^0@i+1@b~B4}6lj$O9#3C@fmLB{#W
z>oEA8pAJ58+|JZy_xpTLCi~DQExBAMmw$_BI@T5~Pu8RiY@F0ydyCI|rbkK+5L(u4
znyA9*J~zSu8P&FBn|57vS&V`2xXx$kySh!gF0yO`W=qsapCK{EcAIu?#K9&MaJJes
zvW2}8*k{w&^NC;YXL&idOD(z|VLbDAG|N&*RLy^!-nEzrX^h{I(?ycItQpslX=h4q
zIrI&xXXT#T8irh_ucOj7pcc!4AJFGP^<!hE#iea~q_+1)%q5=`*(+5`W=58#ko$O?
zOXoU|=@DMHXp*p;S8LMOj|`31V$m*vPM*M;MY{~LUW;}ve~H7(30|`om!KpbeXG4V
zlXlAcxB2wvW*)H^iqF=3WFn0-bD~0~_-xt!lex)q@GTt9KeMKVi3m9hYc!+!LcUgK
zp;U77Z`G&VGwI0#Kr`*~S<`c(S+ra&$nwvu(M<eoIi1vYBhC7stRtgN)^<AKQKZ_D
z*fa?|Jpt>z)Wj3iLg$j#g0z>v+WxqFCg`}Oclu0Zs{glmCUtZ<O~xm-FV<$$p|(sc
zpICZH=v9t%TSwLxYlDm&SYNDt<{2q>4bxAfZm%`(<T^Fw{0yyW8R9`acaMP95K6Wp
zzw>V&OJXfMxsFgX$?BG;-(r0lg3jveNM?-Mk(?H!_{?jW0c<ZaJlBHpNu+8{`88zJ
zz}4Gd?mYzM(gYC*$*u7Jedi{BpLMKMUY0WRXaM?FG$}EsVx(E?lNMy;nb$g~xY756
z0bdWcUaD#CYAws6Ny+!@bexL~>06^4h~R53<HGBHXyj=>-L8`XlAbw_mgEasY6n7;
zd+TeIjI`y++UcP4aXhKBZb`5`IoH+@=0CNL&?hC(d%ouoJ*a&x_^)hnsc%q6bN5MS
zFHM>1Yl{K!9df#?QL_&l-{v{LwOnLhXHfn&Yh2d7p6b!mEm`VsCRPDwnF5gfp>Od1
zMWqrAx7fT~i>@Ig`i64LzBPF0c!;!%SR)5>^y|p5^(`I@`I-3kEy&{gv}hM)`LJ&6
zK%1V~`gA+>q5S)fITK_#IIqjmrb}82wIXNpCu^LgM!q#qdM@qoU$U%1Ij>GPb^_#7
zIEJfaEU;{AzLmNlvz<6CXmeY=&R4iPJ{NPJKBM26lc&&*4DH&fAkN@6fJlcHi<^ID
znR?_nG$*d;H&P1kF8`O0kTme9!@;BRpDjYmX6msY*tw|XW8@lTFYjhrqm@tNAZyyN
zHl-JqgU+N#uXQ~asjObVbxhK><9#;#UQ<on&pgEl*O14Y0>|)_Y&+V6El_N!Vp~T<
zC1gTSe2~by)+g(fL#w?r&`S3;<TvA-sVS7%QwD`iPs`KuQD$lxrWU@g(TiFRvWCwl
zf3j?@$+&qoI_5p->tUNT^HSq}<SD*-HaVW$xwOT%YCETBtGFMFp7`2EC-H0@Q9IAq
zIb3>GOUAZvnTUd2o!o9mm&Sa?%g=5f=3GavVP<X)-Qu?i=<{1<4I~YYy`Ei}OG1tA
z%ZPmzr**D4+ZvNoYI??_T?GFcHf2`E_as3{G6n2{BA=0MaYI99I9n)|zsnj<?%|!D
zrgog?Sw3<t_@?TxW>5SNSM1xrJ52JjSu3-HSj*@E9!Ja4x2a9BV{}ZS-W?`)T4aEo
zO=q2>k4*yRGC+QVt%!4~;+K(C?V)Pa_wZ-!B%w#KMsu$Wtr<Ns>QChIx6>}>yEuvK
z=;Zl~(cznE4xZ`~ljT#J>Dc->9Dj-@%cq<!Sf7$9lKF#S`<rPb?aU*Cnd6L^nU)ij
ze}-*0*uB3ER`1c^UA%g`+gg#a-i4WbPWYuUseYs_AQ=|)r*m|R#fyA|V$&NiGzY0z
z_nFb+XXEo3_g&0UfJ65}an~O^vZC!GqQifPXD>d9vXMuc5yv<mrrmYym>>=+URI$H
zm|P<;x7)*~9Q_=bx(MLT{1%NInIqA!xh&}Kw#ZbJAm{~F?KRVO$MLNNnMCh9Z=>&&
z9(*}E=~VDI<Lqa6VjTRZ%1PgsHskwde4{=z`pUF4w^{Nl@^l7W9$TM;I<$!chyffC
zHMvVrX9<z!$UYl%GJ8VFDqWgN>S_C8u(we1smapQi=!et`I$-4{Q(Wq4S(6;e`$JY
z9_x>$!^wu+3~I@*|D)09mm7o$fB24J@=d9i<s9`fbizNs@ztJReQxrErb4nVjg9^k
zBz~$rE-&xW4p2&wO!QgY3h!%UrgRwVb>)QaoTjCo3|d;dxVGDt+$ZbxN^&gh`M|%G
zfBlpFTGNt!nXu?-%15f9;oP_7lb}OS6kN-7eQS0Cn>yzf@pfCc6Nt{Bl5QPsr_#Qs
zE2oks*>txy+uiCJ)!d)oSE@f8G8QczYRJ%@@pVm#6#qjXvQIDH_#_XnZeRV$o)8ga
zR)ly?l-Z+-RKupJwG129?ToFsIWnv+XD=ed<5V1+=k2LJA5AwRPVcVCc(->Hmz_H-
zKl+<&VY&0|Gn23fS6>hQxN<nZH)=gGI%0uyik*X&9AC!I;#cuIa`xZZ$w2yqdEX4)
z7Mn!Al^W(9LqfIin*pESG>hD3ygx(!*siTUT;dyc6+W<E=TSU!PHeX8%e~~5BR{Q<
zhdqz*&}lT+Y}8)qLqFaQ&<RLx;U-y1Ftz$PbcFQf(zp3I<k_Xk=A2VZF_&<%k-ZYN
z?d)lqrHy}d#2v5o@pGURnChp_ZO`$Zh2xoXZq73yI^)dwgdUx1FGEy1*9MO3c+Sy}
zqIp_szgWosFoZRGNG;yExHSW;pBw*Ft})qps9ADFUrTt-u+N%t`&YAb&?l21)eGbM
z^*yOkMcu*U*)Zz$udi-~7eh}Yc2_5E?8|2q+jo*Tr<mp-erwsO+bP%1kR34KiMGXD
zXCR{c^qq;!Wc<OqJNlf11e;N29VO2ho-_0g{VmXjNEC_U4)R<t_wp&)8J^_Q`;l<~
zy&TWeZPU)gH9uHhhTgJ_UcCsTz2QlY&~KKH2>(3bdNI0-%4JEv9&bZ*|DGuISEEtA
zAN6=FWLL3gMCaP%|8kIdGUb0VF1{MF=86mG#^H0+`gA)VpUOELr78C!TdYvdVa+7p
zwXTR~hVy6p|8ES}3yZ31(efFXh&$VSU*7z9J*Hi5tr|X_u)Vpat|{t{)H-zQ`ZxBw
z?@gkXGLZY8gcqirO7~I8@|PQI*1Mm3wOCG3yxJTSk()fun}dltgLX{&N>z<cZ2G}M
zwoHD}N$y&I?DMy1qxhLR@5uV25!A6z>jKihNG|3aOrALyqrx6~4|Ar`d$VKtxm}`|
z=5753DSeU-1v(dNb=!S4driWKA>d{WTfO67eC?&-R*gZ73Qn&O@@whg$+)|B#8aan
z-EPWS`Fz!Lvjh0p^mpS;VC%8zKilv4S8`iUpZFPPg&07Tbi6(>yanqy=bD}FqAfIi
zK5)Nqoq1idUwC)91e}MG`jG3IyH+(Irg<<}|GbWU*17R`SbJG~V-R(kXO_$0_N$tw
zeip*Et<^di=jcQbwOZZtsH91;E&8udpTwWyN!_{;H%p(i_;TlPkbFIuxKC9!7HwQ^
zYIZ%#uV-=4rz?)<;8xqp<_K+naf^^!u(8FhY1}A1IT~?b*-x#@obS45k4n$OHJ_ka
zviWDlThxl?a~~zgfJD~)lJhVs8_4a8;L*HkJIZr33mY%+NM0F6?F<>8irfo1L-y1e
zO8hF@&h!EC1=Nh*XnuOn(S#tSZqX9co+Ep7(72yj_7M1~C~?}$fttuBo;_auCHW0z
zY~0P#fzWbGwH!Ne#>o{f`6*-lGLL<7j-G=MpJi%?i5;bxr4`rukj}wLKeZ~@?k~`<
z`(&s=<eKHIb4+)m_aZ4Xg*K#jf8LMe9^e@{GwS^xzsW5|id|CT=mApXI-X7|+|00@
zWhH)NoSa70?9rnZQu^^OhmW{gXH`>l^qFy1we4>m<vCi<qyJVLaSm_EALFTv`FTlB
zDmy#noLm2zK070`#Af)`9=-D-S!|Tf<$AnNoyRrpa;&FMEq_L~uvl-eaZ$I?SzJeS
z&beb3fY*|k&7vo|KCyj9d;p?WuAO78+1`e9x5WW_&LELBX6p*I7ndPbB<0mGC-%yG
z2L3<OOMUc-^BsCpL*si3iG#@{-!<!Z1g=_-ZVeZCEVgifg=!mHVwkeolUCa>`Fw^p
zj^Xi<_0#r<n}814LeAw^k(0!O0ik?{?*_#CN!nKG`L?Hs4_$lC<V`MZ%#~=<L&OHv
z>QcAoe%2Z`&A;g+uyukO>b|q3+jIswKB6D#i!q{_7t>>Twqnxe<fAmjRx}=A7p>ZY
z><nr8WZ+$ES5pt?(34YdOiyz8X5xsmr-&6Qy&Q6hbQ<s30~zbydXl4}Q(YC|7GJN2
zO4}sL`zMrjWj9Z)p4#U%Y|-U#Q`!=4p^d0S7rnHn7TAVMzD)7lZwfBWK(%?GJ+c(%
zX7wbKZBCo~;le%a8y5ISJ9GQ_2V3+2ec+t8dnQNhe5&=v_E2Yw4AG?|?|hu8f{xlu
zx*v72jeERZ#xpXZs$~=;bXw3|aVbiHi9B~fv?p!m7DPPEX`>jp+zqrJ4zl@kOIGI*
z9a`#FL?`ZvVor^^J@s4;(?s7|=F8)gI-)%@Oc{Teli_4@rpd(ZN0%+<nz;dbZRBOJ
z1NV%oT1F2%L&a&Hqt`hmQX^Bq4o`mf_<|7;I`CNUXAAG>`%y*BDdsU5HD{`%mys#*
zf#AYVg>OV<_soVq9yrL{$DT5V-Ja_ro@6q{<O24>EyN|gMe=XR5;*s^p<8@tDo|u5
zJt8|pW|SeiZ{Jz+f7<Wa<_qqtn<E+`dCwoCpXpw!=Z}v@gB@?p)b2Zlz&YXcjydJq
z$@N@+e;Jw491?t4+sQijR%%*yS_O$YZ=OJtr}iH{rb{p9`20PQ84~Q1(2!#%e$l7u
z75JlRgC%%wy`LU^a-JR=&&KF8`N4`z^?D1}Vm3oR<y6qUD=*%14xa<>6bp(Jv9Sb?
zV?RVS)OAFhVbzMLwX4fby9%geeSh`$o$=*eD|LMGfqZ+yU9;@eN6->X0}wsuUVa}(
zx6`j|co<h~JTBx+s5ZfD>LvM%FQU5X9H;IFB7elTp)vA3@#ZIgiSNpg{4{75*~G7m
z`%AUDvv{svycX}_97JT?T4xx}LZlh-n?ob~n%2I7b7<t9b=W90T5US;JTzEOX@?{5
zY|{YD0ODKR8zL6&J};VJu9vW@bQ#Spc>ax3zbpStO)s&nhM4YW)8^=;XuE4zBD(lw
zn{A~3kqSV;g1yGCXr)g?5T9(Nk2X8YN3P+41HDqc4G-LsPsm1Y`f`wL-M=Lnzi%|F
z?G5e47^%pUnoQ9lhh~xnz$>IX4d0NCfjKX)L%XfGbQ39=Fm2Ym8Mug+v3Ar3xXpxI
z0v&uW&F^PB_T?xBGNkR%;HB=1WSiX6l}}Eg=!R(wlvkKCdC$LhtV7Xw`tx*OY)#&o
zPlA6%pWhuepJ?m)r6VGG=g5Dw)#fvb<<uBcY-^N3?g0(ahN-vq9IX#e;3D-cWiK`3
z?wJTUf2mwV9g}xBeV!oy?Vu-et$NGsX(q=loQt1XrknC6E#C2&sMO;GDr{rDi#67i
zYZ4vl5}zzn%5R6tE5Ui}zweIrWqf46>GvDsbFIrAJXp`nBGGXpT1>TOq)*F}WsK?+
z^G<`Cg9=;OLMwXE&!QFg)nUPvyJIs~#=SEoOtlKHnA|m)dObuQxef2t{<+m!k}GOq
z(CW6)3Xl5pMBnDLJByoT#%`_dwdb7<%QW-OmYc^<v_Jf8=i|C>*lrh=s7CG*E&HWO
z8W~m3p6AlFcZICxX|R(O|HtJ&M{^d9h$88kx?`u1YzfuyHhP_fkb8nb==5qscNRBw
zOBNM{dnRStx~ZLFbnQH_=VS>kt#iq$B6Hap{mYOucs}Ujyw-4@Z6J3~_U`|%9LAF-
zIXutC(}O@XrP|Stc3Q|EJbz=wy#6tbc=EH|C!5jl;{;0oq1(7ewnSKpvF;c;zm-h;
zU-#Wj%MAfj4@*z#sEFWio33G3ZbqFW{M$$!dIP<m%sJ<u@)=L+TH33c;pAqB>6^FP
ztmv87=%tM;-Z?e>)EFm~>pWgK2d8cfa-2*r<usd1%MmnFzqVsxqf?zWXW&r>mE)oM
zOm6|VyYnogQ|yd7f=;UaIWEmk)wBb<&W@LM=~qWY6#%a-qtGq0XJ_ES?{GYL-WeM9
zT;x$uJm)P>rl-7U^yzkpj4JGqIG!r%`*5n@F=ji{&|GJr(UyQInwqz@fBfh+qi{)k
z0vykjmyu`Kp(r~oo^}42>Gu^>>Ozx8x@_0>y%n&Ihq%nC#3{#vrsw6TY1imIl`Qp~
zi<j$^qn1DQ<gnjF*G{V`MWaM<{*OO*Xd0>=j%o`B<6K6Yb&DM2<V@+|5>EyPE-L!M
z*QBF6qZYAckIvkNhI-E&4YP@K17xUrX%uzI5{;-?G28KS$T#Dc{4GU8Exd<DTXYng
z)#)ch`su=?w<V)YpLA0>oWB9qAeSCu5Y3Shsi^9oW69r8-<0nuLEld!2Y*t-qMg?C
z-`D1V&hS6T@{MCA=6t`kEIfVZ>Xl`lV~JLMGPFga!3f{vsWC;h4dW5Hgt<NkBeqW)
zsfjPKdUK>v+Nft8@4vAB1x-a?1b5QwzLO=7fm{FjPQmo2I0ZbZodWNj)LkuX`F?5g
z#w-{pYaZY9JFqjkJe3pcIO3BUGTrP!G){a#J#U^-h}`5~pK5^?Y<wpERGn&6|J9@I
zHM}X+a$MVKR>z*xO!?g38NJk>o%dqrzVRCWz_P_QgJnKZ&6#C8TcHn|Ke?F{Z>;YW
z=2WfGN48KM;P*|QmaQTkkNLk}q`1zb_?a9Pc?^6ia-PT&XK)!8I_nHv-l1N+(V`jf
zvTB~h8Q8E#pPQyCo_&!jQC|Ol2A0-d?_S-Mze6rf+T;ACQHHA1rD&o`^u56v=kdY5
zyWnzKsONndMNZpzc3YlIQIKc5_qK9?hC^njpJB#_J+qv!tVZ-3)4K8Y_ZH0gXZUvJ
zu}VCr`-EI0a-N7eUzi7w?^5YU6fLaBP-8@zM|GT;{O+%l`F=F-<F|BC?0`;wX)!Lh
z*1;umD49o;)1<|s=AZGmpJJL%JpN$P^;bi9_oPz}8kZaBg9p^Q+q6&fQMGhkuBeaf
zr+nEt8f8y?&X5YC<XBNuCP({MU#FP-W+J-x*jUco<7IfIsJoq4x$bDufblcP@{}&>
zHoiG%w#o6aw2_VY-5YtK+YKq^o}ilEi5g@b;nJM!lvhO6@=b|c>AR@OaPMt%Ioc>S
z_`HsUS&Stt`}gQhsp9=l(Bi3C%6ez+{`I{%68U@Uo#<#I;;gAYC3@+75_yCjB=hN$
z%U_wVF}{b*JB*?>rboOFTmDlSHr4#$85*f3$46TQzd4-m=Vs$2B)P{Fb!^L%ND->S
za0?_@N!`hN=B|sWERzdxJc>9q(f4$LS9|9^=ZMs)4TaV>NgvHE?Wp8#8G6b<n)knv
zP3Wt=<hmeA4i$5<nd3>cpDjNpektcl_HcgA<yGe=wnc{HXEJP9x00*QaKTM(3FMxm
zh><Rlx!;-XrHj;RwPi%dVEo>ELTo&|bR6)G+35ES13s<Zxy&Tw-!Y|3-op`Tg+yUf
znJ#%`^uUsF{yo-lOpXCB{^QP?RiqYAGEB;1daYrKh29!!e&ojKjf($j3w?5}kzr9y
zVTyrD8I!)`Ez#zY+ASF3Pu1w*w<CE(lUXh_dE9rouXShcfe8`CRm`B$OPWtOGfxbK
zTypZ7-PYXcR6ElVg1zABeUn|?S|*uA(;(f*33=;yj-uqmC%LAIazZxNbAaq*&p0GX
zv`9w8kw3|B$U}ZPOyY8y@z?3j_Zg$RR#`;vd37=BzvFRYpEM17*E&`~M|@1J^NwXK
znO%u`2UJJW4n*pb`^NM!y;s==Q8ZJZWo?rrp-^S1Wy5kGmNsb;7FBTY#^}HH{Ya`X
zxxM()pb3fv^D}>rBuNK+VY-M|BkPz0$C17nl)@?&PZ~eyGCBY(nmhTE$?+eJGpd|k
z=0vH2OVp>zUw&&J`JnuKNP_CNBmb$nUL>k0`Wa1A=MR>>&sMaaD)J<Xa;|f#j>m`=
zD%sRO4CgDKEI3*-lM_?d5K|Y}3F3~=-+1tA(uLR3XF2kp%A|`eG&hG@>ecx-qtR=#
z_Cyz1ofeNV_HO0xJUxf`XEM4dVnq`!pE^!x#FC$=DVF>*5epp~@{M{=9lc<ER-~0)
zV7xhUL|g;KJ~taeEXJ85->`Px;7|U>Eu4#=$#^NdGDp@Y@wo&|apdn4k<rOVT)!^y
z$5RQLsvZg7Fnn2WK#}y#sQSp)#|r<Ysvq%6qHN@nFqM{8uf*ees_je@>efSilbRQs
z=Pjn+9x=D$Y4>93jMDd(%vAj5_#}^5;z^S3QO7<}2fYY%OWsRkLt^|MG&wgjG(`BE
z>t5@DPVBRATQH)pOJ?&k)7E#4W?5eec#icUnG+yKd^3E=PmKEVy8Xm|ZT1Xq{*p@6
z(KZaP6g=+5X7L%`Q;$^Vau%gp6IJYc`PR5Zhj}h3$J0Vn9LpTpf4BKKo5++zYm5jz
zdN`9+$oY37XT}rpnPeRQ{Ux(Xg?lNBkmca}v@t)G(ZX+y>({+~9sU`=>KO60Zi23(
zcBFWey##cw(FHC$py)Z1sAJDKRVLXc`U}bSdRKt<MAG@JYMeGlV(qor?lM@l-OqLN
z%PVqeude=J*e`>}J;k*+8f($#m*ppRej4GUc934j6Y85ZtJSh1MxB70avGr-zT;os
z*2ga)Lp~kV5}9&Vd;E@88Di1{imdl63B}Q9wAcQ65`CmEjUCc7ek;ZDm_gL6XVcsH
z_vujWV21PMNS7~F&iL*ltHIF7=fzsI<gpYYS4bxBpN&FL<#YSr6SKxoFJwXJC?TIu
z?v6Sh-hlQ3TtXM&ov5yO6F8+DwNvJc!9U5V(&O{DTP>!MZ$=FfTcPg$vDbK6nYlTc
zRj8vr#W8i3<mOoW1)7^9H|i%V-u&h2hVTi!S8}|UmSAl(^!(G3#2jm#(7srM+izp8
zFNWO^<U^?N)FLnNM;+KA-MQtDo;$gOmih^qMY<f0^iuIriRssUF6u13`S4bsiwKbI
z2JmR!>*iFTE0=z^JpZ@m{YB1#E#na<YkTjnJiz>Y*RbU>mSNM0U#~K8D+<(#|8mRO
zi?rgWGCbP)koEcMoxPhi#t#wMoOZ;y`d3N~2Hs~lbkFZg^ZSsXTIVKt#Se`tADa}-
z|K<2y@kyi$pNV*=?sz_k*~_uNbzKZO-Es^%-%m{AK^Z<n7ui2e@Hicg&XB<&PWWdF
z9%vs|BA;qpk(AuM`og3{vnkk2CWglxa>>nl;#&~L-ufDzw*C=y__lm=P6@rwI4+LT
zLi~*{v1Sd>KlFu1i??38&CWA6E<>aJBWvebZ$@<`KNa!Kr%!U4=6Hzc)~Lh3&YV}S
zC#K(h9bRdseHjh?Kx7QwGhayGT(oHZ-eY|1Hktnv9L{K?Y}b-ctbD<HMi*)w^M5x!
ziL}Xmp@;@qP#ttjHRXMiXYFZ0?wG;o!I;Znj<L=25{ef3M2h84GBoPx`N}k6)Pf-B
z`~E0DJehyL=)ir$4~FTShdW!Rh@B@91$m5d#PGsw1RY^)M5x`9*h`r<&TwY5E28u@
z{oX7&Qy}>^*<&Y6!Q*#HtmU<^^zjVk?=2Z0Tc`LW<Cm)Y%Q{g15@>S$5x=SBNsfjb
z#TpvoI=u3zk=JR1HW#|0$1`sjK53G?#d;Fk^~z0-Iirs9>1))XwnwdE-IJ(g9V7R0
zG;OwAQxDP8i8>`xqRkdihn418rVW#CcwJc^*gBfbmgkbgzmFU**>d9VPX;V>9L*&%
zQX)Rde=2f{`~(rhw#t?6;9)YZCQa)UtND{T#+H-sbZYtTNU{7$hDIBqzOV?GKDj;Z
zc`F8=W*BGR#+H=4AhXHboSDs3k?-w0bFFd(!j}4sc3Q^wZsB46naDAsDLjvQ-iuQ}
z^)HLL@^2Yy!R+iq-5d#?^U~SpU*^>JXW?=?oTGt9NRHnHn@ze;C7f&%x+&V%bxPHy
zA2Mv}5vgUp$dxKn+48M(`O2bXBs=1erEi&6CcDZkcb{d=-y*{U_O1HbHKYHUf7@85
zuVej{zj$Zpbz&=kwktlk`mIUYnHvQ;@4jnHQ@4s*>A`YbQ`tU?KCT<bNd9@yPr500
z-zae|{o-wuEh@I}Trrn>&*H?#mPIT*beEX%rpB*Y&Sw^lkws+2K{MW$>pcLKGS8s$
znm_3BZV0j+*=-vwv0K!!@G|2Z)s&XLtfS*;@;YGoy`6OKX8*ya2k9OC?JPs@C+&DV
z?ei$dW6=c2?KhqXbh#vL*grxA<;y`UOY>w?p782ei$Sf3ER}j>sa{O$IYnA>|5Jaz
zoZpC_iRXxp^%k#H|JKo1eA;A7mbFkyzdM?5syE%WEdkp5!{!bA$&ydYEG$%Zq+7YB
zpBw*F#z)^syOu>`tHaS)GzUSZh$`4uCf#$IkRf`n%X1_WpHnic_Ymc)M|Cas@PF-C
z$)PHToq!q-?f+kx#7uWs6&(2a@hx+&W-1-|J4AV5k_t_@EeqlZ{nz~4rifZl=QbXU
zblm)3Mlb5BOElv<vlyrK+au<TX5RC>e8%WpCoXa-jZbd;p7E1x7ga9XbUmWC+hm*5
zwjE6^BFZT9=^)!TTbjJn`A>u9elqkJ*LD^`tz)H|nj(2fZTp<-N4_6#<w&lv8GF44
zl5DcFp4+ixvtUp)N)YnXvO5LD?-}l6<(W*(P1la(q=@c)`xhPaQHqEs`>cKL>t&on
z5Al57ljQPp>`CGcebdddUKXAsPqq53In_jiFWzj8t3?=ne2EcqcA`L{TX5TA<UTAp
zE$1=<7XGJr{fSkY*?IcNyhE@>nT1bB<MI2OkeD_^dF@Ry)o$VQOcc~1A{2#?oH}K4
zn(v1LuS+<H)$<+QRP@N!>sw3Zc-`BIv4@^SnNd}{)x$Y<g43r3e7h=nRyGQ=_w}Xm
zYQE{z>7q`l9#1gay_r>4iI~-!)KZscnk=hhtn)4FTFkt5@W8p799e*oYTae67Ii@E
zH+EZI=;!vkvQIqUD?xRp&ns-R=g?-X8<)2JA>}<fpf#=li!upN=BefAHHVj346L1>
zx-Htcohs^nX|tw%v3q_Bqh?fpN4^K!X`o;GtmqaT_&VIQiS{YA`HVwH%L+9(^bS=e
z?pw>cuc6A(yeXaz(puk{36{Q-+|D15scr^;h-ay`aW6~OYY0V-)hCLE<lU@u=V&b2
zIC*D~)uo#W=#J>~KJzz-8im|(Ydwvvu+lDD{JwVoL9;#L(eiyY$7Z!SJ9KQd>$e_1
zuiX}^AD(UY-0S-F!~<R0B~8bE55HQq3^`iPHPd5ENZqp<-?!C%>pm<|;&>9}7|#X2
z?xooPdcmk8<+dnB(fRv|a?2h?#6c{lT^;K*A=h*yf53vDx!eot2#&Uopdr3&MRV+#
zBFhJ#s8h)Y*WRw0?-1p%MQY+t<<hGzWu2s!**anY=i9P`PNg{F;opf;ten2byrt5h
z+qjo@O)>Y?gDn54IWqK3yF?#LC9q&Q*Jo#;2a$1~Pu|8e^dIu<cC(#lXCQMc(IVT&
zdV-qCFLXk}rW@9x)qu898|8eNp0_+Qol7;-B-k!2yzcY(gV`_LbL97sl%6#8@BYTJ
zImlnMW_#jN$Adi7OU8KI>(pBFR5$i<I*8tab>EPfl#Q-gH8{%BT>BBNOy5A08c}j|
zi|cqFAbmw_`lesM<^#3J$Q(hdzpCmq*%Ht)A5OPbJ*%DPVW#J(7YlX_xlz^@?^*ZK
zokyFOc1xi5<@#RE<ysZIuf<HgR2iet?pS5BbjwJMH+@@E>v95$pWjl0%8=I^@Yd-m
zeP#dED<DVX@o9d1Lf!BEs1ieLKR<YzQ*Ym&a8vD+F1|Z^SxzJi+mYnb#lJI0LRL+)
zNXKn_pu2eL7x|NjMjpE?cDZ|#Y|bO&ShU+vXbXLiuXhbinTne}iHMZPpCW3-5q$%H
z;@`@=u5($)^kj}hl>z(*d41d(L|@{*x6edMW-^1_!w-G@HW!;$Gq&^QL*oq@4bS4@
z2bCvI6L#MJVE;XNt7pg+9g+9*?=QV)(<gOA(!gwqMs{1}rNsv3JR&P2?fTjzg!-jh
zBxNdErsemv(o~l@GyMAEEfy+s_*LV-&1rK67UUSe;ajs<+(%y!=a?epTlkfKhRp@|
zO=If#<mz!YA;-eT0xB8u6pGwv-yxf+xxJPuL+)$Fs(;NtkfvMCX4KJW-z&TMLCaQb
zdb4XMj7(HtJ~H>+Yq*pP^uLXggT%Ym-<DI~#x2$5={{x#gG`tDkGbm-OUl$*i7>?p
zX=tpm|9P1=*Wn*${~bf&_|{Op|JDi|Ni}s*p`-7cTroF_l<Ned5zg7;;nFidf!dVD
zeH>^C-S;x?1kvrc`J9$`wWrRip_ETOMfu3isJ4!vS(%bV--({<sLzl`%~4HJZ$-+#
zas0_y@8Wd~$8#J19A9gVZg9HR8F>auI;_@F(o4WC22pFH)%$pxdoKCeVe1$E(3F~F
z1<^eb6+H!gsB)UuP-!w_it44EVWJMSO@{0YFMur%QTiSkD&{g(J^fG9G)P~*DWZQq
zD%VLh3d&cRQgEyj>zJ`U*ny`Pq_Vo9=ICowUPinvK3}u-IlYNT=?<zPCJy5^C+z&=
zl&)u?j9Mv|iYel|L;W(JA?-bPTQmZ`8{S(ReJ_tzy*I6B+3rj%Mn2`P`O0WHbV#P<
z&XJRwWbwW8PWklvCW%B8(2F}6qj#54?F<<OCpE}1&M9Z<0m#l!zpdXAq4^CDRNC-|
zwO5>KJGSaOdzRVNer#Lp6;Y6CZ&Pe!lyZG}h9AOK5v;waqx=IlzW5=EBwi0EH<P<F
zP-^~#KC&t8#yDHC<vMv9b?2YS?IN9j*hN)$l{rSoZR2bHjs2*|%U}nQe01&WtH0Z6
zm~u9w*uGOBImM6|v@ibIk0xv14Y<mN@ElhQg>qdnr6QlH;gU}_&VJprOaL8DXy7`=
zT2v^%-lN!~a!{NFPQw@<9w8Y{bP834Ob7SJ3^~tp4pTWs+eLKBnq-pKYgf17f;&@O
z)C$Su-L-yDWzGJUdP^C;ma~$7rbah;dt<s`_wn@Q(Gd~)osSt6_tq=V?E9X+t$7fc
zP#2~?<uwMpr+Pkp-@5>jo;e<>iRx-w>*+0Z(zVDeYO?qwVj=rM{K%Xg)WK?!-^aVG
zoyMd2#da%I6X$lbHqV;-TJil`o<tgzy%d}|@*J1JA?^N;Z}jEb-4MO`vzl(2O0hPU
z70LN=(Bt(w^pP9_i>j>ZruCkv{LYMH>7qE@>B1DNb_34snr`f3$ADzgPj}0CpLe-n
zRpq%%dBk^kBrBgipEnkQBRRxOoln5D^&uUrV~AB<$0*xZ?}(zVH|5dws;g5Tfdn44
zb?hH2yWSxyYk=<ke#pj<4bANK(UkEWO3Ev*_pTi)Gj!6SW$14F&M2Zx3|&#k4!JIM
zUd!{L{)@kK&;Fk}Tt>fR{S5kwg;ysIMBfi6pAFXj5{T&5g@WW<(Tn&T>YE`ZR_9EP
z>qzYcU!^AtF1PekG&QZ=HZ?x&O{{5cW*+bk@iH7m?r-$YE#~@c?)TvJz^%1>?2(*l
z>*hr}AFCP5EvWJ^yh3ytPY}LHUOCaa9g%1&my%<(BDXIJi}!DMXAqS7(atx0zGGdO
zp(Mi1rBar+o{^|Us#7bA=PX@#_l>@uqrj)48a(ZjC30Nv9m40!JcRj)0)^sGWu4J~
za~%9TADFL{|BGwX$Y~gHOuL^;pKpeS@64&(kLD+nTe7v!2FakuXWaD$ji_}pXC=#u
zOkuTj3utal>G%{P_oZ9>G$b$kDZXzFB^9|x!+Sh6oXQ5u`cJKf{{23DwRc#@r`$bt
zOzJM|4uq!n?9Xgu+7Dqb1vy#L9BX#2mvXt(u2D|+wv0LJeYE@0te2}qy6&lPevmug
zjzo_r6G^$Re(o7YgW<vCwAR!T69wGHF!rbSq;T$+<cNy)0Xel1vZ{IHe!bJ&hl;I1
z)Cb)k)HDQI@fXvb8P(3@H`66<UD1DdN4aHV^IVUXuHEyo%uV81aFK=n#r`+X!NAFW
z&m(`2bwo&4$vKFF{L~TFjoG5@*3CC__^b<_Tqa|^yzHSIxd5+_KOE|*rG~#Jwp#D`
zk~cuUTKbNhxi%eqKh#wBLq;D$4=2@07&ixJ$j;Om+G^sN3C%a)2U3%MXjG*3TeBY-
z_Fh@^>948JxO|G4RhJ*{nP#?J?s-PC{e+yFWn9EK;95s@CZ`p{PoqP!(aNG_yxbd|
z-y2<Kvhdvh(Y&XlZZNHBxE#s9+Lqz3?5>J0ZF|=jW~uPusJ|)N*^@$1hwy|+5cS-V
ziz{~=VLRKXlzTPOSM}I^9&58{cnOX2VvhFrMjtkW=60R?5BgBmc$d?NoB@>tM|ImM
z`NB}`$+fMBG{@GqF)B(#{%vc#<fohlKN=0ja>V=<dTDKo3lSmP9Eb}uTepTGf0r66
zb^sK<{nj=c-o7B$Km&~&?d>72@K^hDeVbpOd~Z8-bl0g@0b7l2W)|v2bpu(>gEh|O
zGUv3I%M+N?4XrbI$53H^q12zvb3h|xeWsu|2OpXF!pob22|d+TXFQ5d*fg?FCEjkc
zFzAmSjgbFTk*hf#uikTG-A}1D=-qc!mvBxMlc7!%@2sGQU^$lFpG$Kr>gXnxU&cao
zlD}d9$)97vHmEALjOB<^9<dO`uhWGJ@7@|`j>Y>bE>9KR)Yn3l-oEf$#yHP&s(kb&
zBEJcetNt;c<Ht85_Bq2toW~MH%Wz`fNurIvSWNW7>Ms92=$@s__ukrP2`iZ&dDi5j
zerx_EzaASa)nu)X6U~jURFJMC#FL>ns>izZAS_)^=h~Jfs;L{cQ0@0a{6IvyPCwCY
zUmd%Q6)(MDy<?uH@>ajxK(wl5d~Iii`G5M5=;(SlY;mXanCjq*gK@`7HcyBnrg@H{
zn=X@`d1RQ_-0^&%3Hqh%&B41tUp^o5k~Q7k7mwwqco~g+L`UP(0C`n+-~Nv^T*Vtv
zW~NpLs#T5q{KYj?<2o}Hvl^;>ZQ3#_dQIAV$TLxC_pc+*eU$U$96u2nmG0$oI&*A$
zS^}p+`OdLM&@S}*W~G)UNzTKg>44HpLC+PvVN8(bwTbiOivE1{G%|Pd+&J2T?kqV2
zo#d==TG_74${1M>tj@R&dw1wPrZWorRMYrpNgaJ^H%*7BO0aw`&$B+#V4Bf;V7h`R
zy>=S+i~=5+r@~yjZ)zNSSJ-H7@KNtIy<yDmX+uX|O~EQhKQ8xNS}b@S9Wu{Zd}4@x
ze53i7Duw5uBIAtT@AHFDi`=2QZp+&&RqXcFW;O0A@8SHc>4$TuMsIL?ym=NTMVokl
z`1tsO-a!|=LhA6`#Mpx^>k8)IDbk`Hs^w(TvFSdccShtLx%*~Yy|Tl+&;23(d1Y3{
z^U>^sl@+2(0}X~}U+X(->6gyBA9IVfhKwvMSTuQ4llJ`IZqZZmGs}q7(JI~%YqM7&
z_aXAWllXltPxO7x73UjV6W^c^o{c7M*dSKl!qg+_wN2_dE~drF<om2mPM<Sy=!R!@
zOF)sACfm~L^rc@475!T1%m;(luAQ*8v({^q^Yf5%i+yiM(e!U~>g4}!iv-8dc(=Ms
zvt-$yUgG;z)BVn5gw8ZFXO9Pcc|I0x+opF~9sN0iJ^c;;Cg+CN;+8Scvn<X|yXzvi
zTb{7(93ORTnXn}261U)`2mTyekR!rV<W8BF7VEOb22ZhW3HnY=)Q>#LX`~%Q%4mLX
z$gtsi;^AygIqgp}JU;hPV(nahx6{SHwMdgc$#CG?!6~0K+7AVF(6QW8-{DD)LbuCk
zYi7M~rSCLHDS@gP4y>{=G;0-8?#tZQdx@tAdMP8L&fxp0J?_PkOIA)5ogLlyl}QMZ
z;h5KGr2e=#$Dm0rdbpiZ84~z%EE3KOT$xUv<eK()x?o+<{qjtFrpUeEoI-uPil?Zi
zYnc;n?^0QxENz#iA{%a_(aEY>mA}iWa`b6Ne$ljTa&s&iDra7K!IP6!d}SU)edjax
zTlJi*C^u+^!VTw?IsjVosN^>LWH{GJ85VXN2#cRACR^zW$zoabbRTuv5f#hih`t{(
zan#+vAL7V7Ye|-*uakHSHc`uwMNd?*0?+wOHiL%d?$ZUiEJUtCL3yPQjB>da$p0<L
zeZ7ajl~P0u*bbzKxeK}wA`Z5(_u<HYDx-vY8j1SZaz@{9Zo&4wKRzO%cB1?Y9@kQ}
z951#{K3chh{5cjyxZhcfo97;TyYt(z=tfMw|KZhtR&nfGy^Q?f-Z3OrS>h<Gx6BL9
z-)XNiLoNvI!qmP`0@P%+FFwfeXSC2ABkVIPSlFde{*)uzcP~qZtZhq8pN(qODxVmq
z@cVR*pQaiGYt-l4<h+fv_|)VTEq~8&kn7E4cHdL;ot@AprbShYc7H~1iauGJ_;Igl
z-%Mr=mGY_}X5YMc#fB07jE}P?y`t~OlN=e6(>7<9%j259i9f}Y91Fg#@&LX$<eR~B
z$xnB$G;KjdJ{&#lc<6w5Wq)Fqq4sEB5}UM7>rT#IdgXdL=O8fxT^V25x%|xJnk;0V
zKiL-zJ~>`)(E_^L>vQ{l)y?zsm20;(na(MaVL&4?9dKSR`y7S$7yV&CArDyd3hHq#
z*z)M$SUzdn)H_!>y5AY?oN|{zrxSL^&bqp2o?iWB@ZIGx=Q0)bOD-=hQWm+%jo0tk
z%yvQawNc4?vi3w2--9P}M3?E8jwr}hc|Hza5$_VC*RtBZI~#Idf`{*7v%uesM%1{A
zF7kV)*R$Kbs3NbxxrPeMMkmVj1|0km{F6+Udhu<i8ksWB1wl^`)uO`lP>rMJV=!&!
zq%0j>1ZZ@>Ph%;k*z55|zfu|jEARb$rK5=69c|5F&VxwSH?C&c7qnsg_j9?KYR>pm
zOQ__}-LqJdY2dO27IdyR=vb-wb$uQ~oCPMQ!bvNXBcDiTvg-}ixl5(8P|rV^ozUKi
zi<sl#O@+|EuOOrMX-q@^#E~@Ig78y|cA1zdlIIBbq**SVPP4xo^>lN6p&Qn6O1JW<
z99gaprYB&Eg9vz<aquU99pvrVAoq?*H?F^9+Lc|YOkX}qHUGYTV2(tUn%i%=c81Sa
zLn7O_Zn1ml;`}IF^d~tQP0|%<o=Xb0l1@?md)xY5;;G_Ejzc|b?2jdrPXvt2lw8mp
zm+<uAiW-wA8LsvWMzj>ule49Mo+I%c4y7VPhM#Bwdf|`FX++iGJ<Bod!#mz5N2U%k
zzn!s_cYW3_r)q`^AJ1oVimvurt!{VE>Q+=y-?MyU57lxh$k1^=f+`b|^l`>{&PR~+
z-bs*CIY*@U&-o{Pol6#o_TAE+A%cI?D&#%0ddj+F@-B|`>4Zopp5&;gTM^y3t~w&m
z+AinHjsNQ#`^&Di%Uij!SAH$NI^M=<hil!!T}NtiF6lnd60KY&k5RV6x<BTf^XNcs
z3e$E+JhLCoZ>!gf`%Y9&n+%nvL)vR9@vP?GCC)C__%l4EPP-<(z1e}Bq7e%g9O)rD
zv5bX!WIq)mr7|p~U*(=j5Iw+o)}$Xx&e;r$Pf%+vcxm>%mq$4@Gc2;3%afVCC~}V?
zq9CFtE_Ls)d?NEEdL#K(n)sc>$cOLt&buyp^gq6IloXznw|1RJ+()Hk{RDv|f4_J-
zrcWXk{+$eq?~KiPl52(OceNsn-;Tegc*gw|w*&coa=j9pBh2tn*M~FsbT5WFD9ChY
zucU@Q^SeA_){8Kwb3{lV47GJU^yTf>{Ti<wi*B0p3D_t>Ifne-pUPDJnT#IV)<334
zy;{W{34PDDtU*nFBnf51vY&8z$T;Clx&7U8)a4VAMz>7j`cUOP=q{h-I~~<n8~dj&
ziHDmO+&Va({8X_irH5~M50HOXq>!=(<<7bCiHuIY7AtaFcA_Rtnu{235m>|3N3EKa
z)6+n$rR3^$Hye7A8Umf2x(!8J<W<AwZ61gGkGPogWvT&kH1RXc6h(Y=i7~4-*Wx)J
zkERzLYiMnGLb_>}jW_HlCs$T_CYGp{>%>TrmM6L;4C=goTY<sXpw?dMqklAHbP(67
z%DtXa&f6T5Hae~&*^`GklGdA7$i>7rY~fz+wPk3Cn~|vcwAAsuVY3TaCuF$ZXO1+s
zynCcr{v@MDTQ)<Ht4_x@`=8^_ktjb%cf?Z9J3CJH)PflnVq?7PdXFknlvBAyhs4j+
zP)HZE1rfiQyjOmA7XD&iZ6JS(8Xnc@ky|z+{E}KJVzeGv*@A>><fSI6bK1N=*iElU
zX!l6&lkGbLSwllK*1AVM`c*kEqTI$OIUd!!JjcFN3CwN4-gvy4RPz2~y|X^2$(&H1
z-E7y0WKuc*WIH?)G?g#zD8|R2%2Tvv^wdC`e{bYp%ae@9Uf*fW{QmlI{Rtw^7LDmc
zZ?^VhOsN^^1}$>WqJ>KFGdbP70;QP1{edY@*CmpS!qMlLC{NWg@Vqkp@AXA$*I5?^
zlGk^3b9v1v=(DnODrNe&A5s1uIU@CBwd&veU8DT8JgMQq9vrj3p-z{w+0!#A*lpGE
z*J>cV>)!Gl@u>5V-d5ilrrIJNSFR8C=2gUmX2dVoOrQ2@zP3z(?i$Wf?d|(TRCJHx
zbIB5AD2UW0q1$4FE%HNl5FgZOLnrmm6;2(GhJLG(ofvB$I?B<FuT8G@?PA?RE#}@i
z_tAS0KBkq(o78dUH;=ZQf&4Sx@lopOXau*?V5#+Qv!yZXo5{atswwl&WLR`Zrl#)j
ztB7)##d}~9H<x*EXH|>*+op(e-!Vg^{XYc}IacpTE}x%c<J&T9x%5o2<@n2Y6<x0F
z(s4%~-sZ2Y@2X#Va<41H!2Zs%rw@PriT!s8dQg!Y>n3uO@pkqM8TD`RU=Ph1snmAD
zKtSf>NF=IUwA62Vr8mbPY4VZDDE4d|3E;&>{^Yf|{ClP+DgR8w!v4axs`k-TnQklc
zJIKbCt-j|m*BdPqiJy5k_^RX!#+KsP3FI2L@S5jHh=Tq!+~cRexnov>2psLBs&^I*
z@t((138`*5VZB)58}KCKn0$SFwJB}l8DmdHuJfa8v^>es_?~C}j#&GLs^=KrFqe%s
zB(FwwqRU9|7y&)Ff4cg{s#SBYoFlOXi{|#gLI$K24;cv2eIHv{@OY;n=lut>1P|@5
zWB0o_*O}BFhsJF}K{KuqXE6m-oX+!XnNx_eOk6-TJm0g8tt#>IgW+uFo08Blxu+Yy
zt>sCMNLBuVDC5(<)tU?kx=vBMXA+k7kMFDNBA<{;_;hdZZ}3D_L&|8=YX@?jnA1kx
zrs_gs?v1-dGb~j1_C4Km33e;sF)`h*NH|uiHqCjw^n5sQ3(t_=Il3~ylTm2j%~lz=
zh=Iw`IU1*6hGyR!U4{lfot;J85yZCQ48^{86J{vXcluZ34>^hqL+>ey){H0IKZJco
z`yvxty<knn_nf3$GcDmk$0ILa*qxXEQK8MAr@D^C^Ig=Z*?X>uI`TN&EXbdjl_0C*
zH<K*gg>nvN`cm=OZ#F_Qbklofkji)tusXR!ui5w9PpI>n9kx_QzcyZv??k{;`(n6D
z0x2MmUE^_%HMeSO==rH7tlC^iZ4^6v&uIB=<#u{9+&$+u?`f@LBGN~*er~wg!-l6T
zN<qP|jJs`A1Z(8@5maO{1H^tu$Xxo!zV%Kw=XjT>$KFHyVDI^3$Ls6lMD*uj>zK5o
z!1D~Ak8REJ;bZL?CvdZ%V<21Yxh#2DilETC*~|!MFn`aM6Bj=-#p1UOQfpLidkw{L
z6oDRC$I=^3wK1=jAITYTAhD%m_TexGk<0A9XIeE?JX)6%JZk&~?s$9l_GY*FiDuJF
zZ~s6pRXGxHXmW)UA5rYB<7y~$a!Mpyugjf-h#L-|OhNRWSqr2$(&!9MDW+968t<51
zNGd)r%-hQ&gX86xzP~w@wDB?02wTu+-E#{Y<%qq}c$3_t&CXNbm5^a!Yk@TA9+|ZA
zU4F*#d9c@G`C<O+l_9HbdnEQe8WS}-WQfg_Y++l*gv|AI614IRKHy)AXXUJAJR`0<
zmOi@2Ls-zwg|8VN?ER5=ysNO_S*A~KcBGY8bikpdh3ANTK&#zi2d?ZVC!N^rk)3(=
z_h)=MS`X3(Bf6;aqWt+Kkl-&!AFp?q?VB$zC&e`&eGu|3xL<*M1o49IW6iu_PEwwK
z(HUFbeh@#CA)+6M>2`L3Dl@`N0lF~f*3o#VXsa_(GDCKT+8hzXJ&UOD+iSM{SZqu!
zfvvTpIXh!fugsr(6na1Or0{NhpL<*Vu(wMfw=FpmsvX1=<!^KOnZGYJsWpocqcJ@x
z-!-O*Za_G);+-ST(fDLO)gL}VZsp(Y|GBkR+m604c_zb8hPNi!eN>xw5vi}JhErZg
z`P)C6Rl}>!BSPvXYkX_rtv*w}b<9cauRF49dYfdayYucFYp-n3zS;jRlGV~BDGuf5
zINFEtlSmoztG7nyyKsukA!q--Negxa9W877+-ODTEBi|Ek@9IZH03e6dyG-}u$G)F
z-6zM&Hhw$)Q5%}R(?8GY)paKI8jpfnI5@V+J~i&y;#}*`v9xQ3u}s!=1-c8*>NtAV
z5NDc8+5Pf2IZb-Fx($W$N9%rXuYZuo=H<Q1=~JfuX4quzup;kS?D03InU-dZk-?+6
zMf^7Qo@zN^upF%`wRNzCTfLH#zd<HBem{_IaVnq4&Qvd&cB}j8kg=n`oI8?VTAbwD
zwZE;zOMP+^eJh@nw`Z##8uy7|@aU4<+L1T%tWzn&q}x1i57A{lMMbAnpS{ifnl&nM
zzakmGb-g&h6B+HBQz2TZ_+$;2vf0ngQ{wE4V$?`J*j2J}{Oj1DnJ~dcIwAACKOI1Q
z+{{nP8nV_Mibv}3Oz!1vs`sx(spG6lhDbB_)c4sB`X6>8(P4R>hY4Cq@V>QxTyJSQ
zcIiZFpT&D7TYdTEKG~9|04}^@whi(7VtI6%GjmP+u7_Sx&vQQ4WL|OcU7IF~JS1QL
zzV$s2U*!5RYNqLvK1`Yhg+5DlesXB+oIf9(>wKXjMy2LH<)?FyUvr6>QYzP_@iS}u
zBr>C44v#eJqQc{A{jT`!@yQw<&GA8-+63lx&*OUJkZCaOjq)j^at`%|`v3Fz22Z?W
z3XK}^kkvTP7LtV_KfS~^rxY8U{P$a{2>QA4Pc6%nXNRI^6DdaKCD%XkTU(y2Awx&{
z^!OKV^y%*{J3B^3$1xfe&Duk=TnjHFlSRz*yCcBQ>a&G8=a=!Q>-svCkAD5NjEug|
zv1hvM*PQ9mbH{w!Y1}`eXM%yr!+WFXkk|!%h38I}4BhkW`9{;`USRLdS~;)bV~$Jq
z551+$z;&yfpQRQ}5I<AL<D7HrH`WH_{N?8;eoxDj8Wy}Icy`}<;^G}J`j_{%co~nF
zWvAXiBm)<7ikyK2@0N2#{!TGyt!8$Htf(Wd^q^3wrf!|n=Xi<XUR1Ka<=$bcF5g%1
z9M3QHnBqr1wzJKQ0F@!Cicl)|b<fZ`s^k^RqOCeFjB}ThChGi})gI$o?q)n*#<`hU
zs7fD(@LiHtbTz80M;q^ucj}CVa@?DB6L6N?2D<aih%@SO?voWSso<ftWRdIk_IQm2
zCOE0R8;TKXn?%p>lh`JUeG#4|?b+jf$E~bbcrrftVa%vKn|N&4eq}6ji*hsu(LxA5
zH;hoFrXl;RNsOs@f*jzRmfD6ouh@q8z$it(T7I*|-kF;@4$Z>ewOqLV=5wRTQomdu
zRcan|MAO~{ax4<n-<>MCv_@X%@7d-t&uO73;`ZQK&}Xu*q%ut=T%HlvlPIZv+hsj_
z=Ks#IvP$mByG`i_uHEPanj>X{$bs%4&kWNI#MBY>OX59hn7O?4po$qcJ(=@~o)_6d
z<@V|3La$&E@lpNrmq6xo63fV-qoOf-3HQSZU0gyv%f}O^i0fo>_@W^Ed}Y*oZggWm
z$;07)dvdi_cg-*<(_iK}sNOKSK+k3UCXF6hYe%Ktd}c%G^W2kHxdxrnMZ0XiHqKx{
zk#Krmv^}1kAk4j-k4pN9x(E9Dx#7~p@n7s$yw{t7QIibIH^B91Q2LaoQs+<R++(5)
z4SME$$<(?s-K=xPWB`+7(mp?09P!A0ubq$NW4^nH9Qi$PNH!Z&IO)e}^44?Dj4c}S
zGou$C{_9~o0i8@wOuo-QZ+J*V6n`AF5Zd5!ShS@HB(E(K{m`nP&rA#8-AhY<VSHT5
z5lv4H9LY7IEScM}{4?|Oh6hI$?GJA#^@l-YmhCI&a}GrEp)T!JQX4KYht69)f3U^l
zClY?w&dazq$rC&^CK)1^d@m8X;7gn*`VH~0T~3(mAghVDjqmor{zeo+7uEBfN6IoM
z9?kuYX=X67pYpb0A-djEj^jJ<1fDV1@@%jd<ePpTe*g1u%Hgzoljx<E?nT~a?w#hR
zx}1EstK|tk?pA!Np8ag^fOnG7jt;)9*y@^V3+>nxLH96R-IuR9ZQHTwUQ*>^@#)C^
z|7S|QeRqd#LFf?!vkb&Cx)Fp)E%Hof#W8K?MAL1z-=3>X4*MvX?dzv|rJa)Ul(7cb
za860hGVI;Y)T(6^2enR=ZPzq=oMvsQA<L=mQDy_NB6!)@5bY|^&i9=AQ5WZ@c&ra=
z{u7=n6-4qiMOVx2k!vIJXD<oA*Qc<3m%`O*MS9}3CEi9Fc|^jVLT;$MySQDa$8N+-
zm-^_z!afaUKnu^*9j2TSmCl?;+mU3}mEBxujvR@iqUC6IJB}s(<T%vd>-{kF%hdPQ
z?yC!OJnB1H-pzUjU6if5G!AS8l|gpnDQ`9H%X3ew&)U`XUB(-{MLhj)O)KNYaASBr
z7kv&IZ5>e$%&RwXbFGK#c*!MN_E|&4JwFcmr*8fCwNM$yG|kQyP2CNQ{lW_!e|9eo
zxK;D0n-V*&y&KO4TYo7u%EYvIZQQW#r*1i;(&kx=dEs_S`-a*)G^Wmv$D=OJaXq2r
zg7@voi`_ix4H(l25723KDQ~BSNB8dCF<<aA%XI$Pro_G;ypZ$qoi$|Ix!5M-$LXdq
z@7PSm9pQym|8Cj|TZgZId!nb#${f|Gr`hB&)|-Wooyo18);-*v*J;Q{^6yNo$(XyU
zY^fGn+n};{H`8nLP+T*V8!*=*@x3FVF$!gh+ouL%-T69k>llgl542g8BPpWpT=Wo~
z4`i)tKGKmWyuW=tPqQzIavoex>2z?<ajo}%&&Vf7LWQMOMvg~AMz<ABk5;QiKpAa(
z^U+O^81JuA*9lwU&~aWjtYvHabj!Tw>sLdDKT?QWguSztyeB!Zb56Ff&~r211aX;e
z$qWl!azyd}YB?$R#M}{4&z~*kQJ+vA_v|mxQyMW1FAvN&wy$G~{&|ai%HJfT6>;>j
zp3L%@pHm3Ft?_Bkh%l##PrG~npm)8IQyov^dnCxO`)lVpZJ3Lo;zm9wm*75)lS>r6
z2k1C<H;ip(sl+eWTlV!eb2Q|mHA_q7JEKYOHr{rc&^;iUI7WI)sO$Y~vO?8aHAr=|
zm(TD#w;ab~=G2p0B*TD?tnJ9#*B2vCS0qXILTic!92xia-HJE<elopKKs%nY?~V~z
zO_Pl?PuccxwDI)2)kQ+@5mWrs)oPj4o@t93&M5|I6KuF|0?nz=qix%$;4#5E9rn$-
zK?iD`_w59#`?E+T^{lqIe&79(bxiUZusiE<^}hPQMkVPE5RY%T%A{vst5~OzGF$MJ
z^OS4V-b`}tOVzP(0~i$~Vach|bEcL~buP^xTcj%_)2e=sX}hPX8&uo}Qg$B8B5jAg
z`{k{^=Q&yJ^|RhHi@OC0x(Us%J3N;4uij>?-)mfG`HW7?m@4G#kd|X(?kK@-k;o=u
z0W=#!1Uc4(P>H{veu_QvOcY?Z^4SJ5EPG4%6vGs$`c$X$-fXGjE^OW{*9ZIFcpvFB
z#i+bw{FHjy&*)x>-#tZ$9JX1RC{MY!JUtWfr`DwqFAaMfv9kjczqJ+##cylD7`-i?
z#BU!{PBBRQOr~Y`-EkMcbBgQJD(!x-jL2W@WJLPu?DpPa7pcC^W9<lx@3Oq*^vu(%
zzN!qNd}k*3@)LX}zdsprUO7toU&$sg?@)_0_Vyk1jbu)WO<{vVtAD+J?3p9t{vf=h
zA58l}z4EDArYB1Ix^9W`swdNLER<pbL7hn8@?O(Sr<_A4b^_tQ{o`A`>z>>hGx2pQ
z(a(SLP<g$eC1yKEnv`w%&Q2pYwX=<Df0<&|YZ?vcNu7I06x~u}%hZd0DG8^$?UO+_
zDNm<5JNusSADJL{W}TYf8&>YBeLDPkU*99wAvx{vIaJrp(ehIso7Z~*dL*wF|I~4^
zzuY&9OsRS~UJKI{GZPrKn<bIz<Ee#?ZO^XnS#Ow9!mSXV88(Q!%9-);TWBuDH==Pe
z8f|#;eXrA)BtLWUGd23?461`_-);OkvN{gsoap4bBo5vD>07Xfy>nSP-q$3rLbXi#
zk(>onBb@NOPIS)smXGe3+T{2Qy`xC+yCGlV9m~H|yUowwo-{O*qij`U0|37#zRe}-
zcq&mRCnM&V*zdu4BoD!_#M1n!1?~1+D|UB_P5>>o#Cdu%DCisX*8O5Kx>H}W_Wn^@
z$0xboq>e!}>KuhuK7m=2vmV)xv7hn+HB^2V4s|)%UFxIE0N18bdZa(1T8c=?-eY6-
z_tUrGV4I+Pr2UaFZ9SJcp5%NYlL3-@<{fD=vcyz%JvEPz_LpiplgCo6jg-ppXS#F$
z+G@$5xF^Z<iE1u)O`^~0K+XBatr5`2V_{`|*i1=eSNB<>Z1iiW92wEFQ)#)@dqjmr
zo4J`r99MzVD@z@P%puy*>BZc?J{_fsT+yC$GSDl>S8CDa?;{>g_1^p|-&g3x%w9_s
z<t+Yb_YQv3HvU1aSPQwHyhAT?J;;&k1<xwB)t&aPDdvdeqqN-Ws6DFD+vt1ZG9GE9
zs9{{Q$t#-2$oL!&o+TL_^&CGn$;!@KZ{<8cr8U~P2Um2Gqs>w6y91(*%6n?@;HZFP
z6x!eJX7Wr{Q#whr4jGao<VN#%<Nk1=xNQ`9VKjL-nbUiD<@@)(vg{6fqKVccR(5Ih
zX@MoVidf6$t1~A=Bu^2IPpjlUfoSrcW$M^@I`?0%tFt2-P3E;|>?0&R;_-~BvMR2X
zz!&A`mT9iNJ#gP=H<oqTT`;tv>OFx`s(F&jk?LeE+pPD_oJI<vhkfcmXMK%taPDZ?
z#(N{*4d1lAcnuXX;PI%G^#&Dv!t6Dx$#ze6q85SHq^Rs&xMv<6Q9un3eeq{d$2EYs
zRiA>wTR0w%ZY5OSO*=bsU!?cU=Ni4nEof7-xtV_4duoHoW3IE2XYV$Xexz=(bW;UA
zwMTOf=_t{g=LGYUb`F*Bq3La)zv!vunW!_>x-E`B`R;4C&sHC=vFWN*#sok6&LBhT
zN?p1w_zYV@k1@#Tl6hXOq(u9jpKi(i^8S-t18~lc?Jmv{*U(^J>%2iPY}e6Q_qTGn
zFD#b0Z~vlhbT3(l@f{=cK5)Oq2aQB7EX%orbNh({XZ$I7Y#C1UBpP68Myel4r1KII
z&A2I-oaadUkl=mPBq*neZw3F}X!&F6<L_-*a~!&1!n@$K#WT04`<`;@j%XB@W^7i=
z7Tdk45^>Ozg!lY~of`V2YBjWD>ESiTZ|w9k-SJ05!hB49#_m`=noYX<2FLfNk?1LV
zVEc+*SakT4Nq;6a?0KGhJS{k*e&OHIZ4^wq(Fai^hus42m^?ikW>t}8c9v;NNGqy{
zGd{_Y*HCF2DN#k9@o>6e$K!YPKgsbB6;dy{Oy?`QmMy26XZic^r@}vvR@dmX@7Z6*
zL~gi+cjsYJ#rTMNaV~31^igK9Y;(&_SubT`E`ldZXmnR*{KOR1^=3l0(@49u=*7@{
zIuSiv?#apQiEKN)$UbY|!1PSk@JUncTPNba6ThjxXab@QJOS@5lke)cl8~c$X<7vR
zF{PmE(%f$7Z<pha_!;UD-0njT-x0Et-7|h?YpaOHZ{otU1}8T89RDDr4IYAWSV;JN
z)At~PV+A>L>SyGU#^33@qxVNqHps9<+9SH;^ByfvV1j1HXwsU_D*SNTu*m`1z&Uzv
z>zgccA1I!lmM0mP*f$4~M}~rP&)q-ySw8~_UI07Vnd-O<3c9mA%eba-=yMm{{ielQ
zR66EPHr)qpGwzUaK>z6kX>%C&vt+cvN7#<0hB!k*pEewFG`=A#Lz8(UQG!~Z<Y?4M
zcf?u7_nXpEPcj^Ij7z78F4$0Ihq%d49lqKZ(n_aXkBntV`}5<I3?Et;e4aC>H(EC!
za7#mmY2Pl|9FzQgP8jrJuk_QmR8xPLe31-aCR;5u%Ri&rrC-<t=lB-iw(N**518^H
z|CW}|<VX~4x5P$x1p1yW`lzk}l((DGg^jWvsfk0iI^G#vBE}G!<r?Q1ShT_A_ja~^
z7(C`@SHCrTy0-7JSAwGEMDB74YVEyXH{|gWRPOpcw#y+uhdG7NkK?V;XXYYnh{zsk
z@-g4J;3s|0iM|>Z=+jmYqPFJ9wnl(aN9K5n23p=Fcm@{j4Ap%{lILi#sBs*9u6*Z7
z8<&pPhq_JePo@iBnI5Ev7fpESa|J4L*MBxVWJq6MeQwy6v)9L4RZz9&KaZDb-?kyY
z8V@!~G$%E;K=BN>Jju?v@~@wnSLX4?>yaeonD&i;qW?p-%sq}a>vcT8*kysOz|Vg2
zCdY?NM+#9FKALM}6tNa~g=C1S9^ohA-PgKej>p8AAKUkD-sBjT_0bu;Q=O0PytNyt
z&p>ghicogKw88!M;77CJ<ME)YqcoqPgUG40YUZ8|gv4I$ekv!6TpjvQr=3Xo_SK(;
z++D7x>3fg{-WC()nb=HEg9;k?cKe)Dv2P@Q?_O)c<UYO1<fO)$uwJ`3Uh6=WmKgAO
zTk2Ej#qY_vbTm!C(dxbTM#i~ZWs<9X%IlexGveZM-%5*LafT&VM>5p$4iC+ev)3rI
z<mX^=ZQSNta7SB@_G_1+kKgwGFJ++4hycgi!!Dhf(`JxyF6?*a2gbdT&YM2H6Mu>)
zI_ccr?$tK=>}}m{`^(D|i8jx1rr51Py<1%XOt<TP4?5uRn%R=8t-1U@*Vjj*m4=i?
z(uNoI`Z9}0@4c!T%NsZM-Q^v5%U))$ZLn|cmw~EuIxJVGj-{Mxh)y?kd(t(aNqBY)
z*W&7Z_rphesb`=iOT<*uzVS4EtE@@cpY3Oqyo_|asO9$?=%o1cXExoL;iOZ;bxSP^
zNi3gz=H=jD*Kw+YS6e&O8>tSNb)-ZHecpHvQeu7ODxMBn2LJq(#o=t>&a_D{ww%(-
zR0JE5OzTw0zB8fg*vO}FU)O7+7_rt}`<0EV$R<4-Sx*gexaaK38cJ@E0VN$;oTpkR
z5>k-Kxt`TdM?EfGI>k);=yox5A39E!f^+}Fo4p^*B|RS~TG!C|%tJ0|E$^{LOW*D9
z8k?KeHHA;l_4Kr`m4><LJVI_k6F;+t&+lP&d{_|qc<QU7PNaUcUuJ0aU3=&KmSy16
zkqqG1Xb+X<_xbZ0T4EvL-j=h-t<^GZ;k-`!-0onb^9~85vrmub61;{`H6~<|tq|(n
zc%1UNk8)WblRW7qKBMgv%ez*bo)b8Tme08o&p^wQWlH%Zi8!fz6q@Ie>Beu(o1SWI
z*&t4Gl(zM=O~qy|qw6%&-70h6BGT<viYk|$G2NK5?m?vvf$0f|s6MoF9p8E#)tW6)
zL_tLF-XJ#1>nxl@v|XNcV9QNU7hVsha(nYqtPlN<&<+`uN{$Av#H~VJYoW?Wt~Qg8
zu?%ID$vp@^jX5%EF7Qk?Yq<)9e;1J*BUwHP*jArX7xSEE#~{-lT-}nRt!d>9;%|In
zeg_-2@-x0a5BVmKt+|o#ft|wq#=T639zi3o-y>H`dV%<lTFIPmxg1X^mw%=%>zpci
z;^nUF!Z-cf#0J^zb}cm8jz^Jneg2nhWah!--*jE-@a8T>bGq<vXMAd*Oa7T9KB-?=
z`iOoMqW33>AB9#u$EI+m@jmh8+1Z-W=PaAc_oxm`=Lee+bc2B+p;|}&zT2bf+`~r|
zI->9T-II8nQ9tIgGL`K7Gj&8I)<u@SxBlTV_t<6m>mg2zXj;x$?q@Bd5q*j^#=`w*
zS&T6*`2cvm@f)JPj5LWq#b=gq`4mvWHO3<z^!mG*ud<BCvv<q(gG}AteP4>D3KiVf
z)uz427T3`wm)}E4Rygva|4E%+pA6dCr(O%HOY)3-0?`2TcE6bA&*Qo4O43%z_PL6}
z(MY3yzU4Zi&No%u$}G$>=kPS0URyJOQEOr;#<LUnUY;57D%a=s2~GaZ^J$JFf8+RV
zEl(mMb%!Vy<#jjW-7=#SGkyA|EIYD(^6FDwb6QO&yrK+&;z-&Md#QhL9&_mZ_5a5r
zkc}V%K!uE)X6_3e%L{CyPutzMY_)7eZQkx!uHcR73}H9gre}M26zz(h%ukTdKI_Ii
zzw>~eMa@F*DYx-GcrrzVbylT8QP<DLt*k5M*wX_FWsi|u&x4jbp`ICa*qyQ;b=vqv
z1W45N^H6`G+A^NP%hB{$gltlf$Z5(eJa_q~*Z_9q-8E#y??}_n_G$2O&OF~t-RPA)
z%aKO;Sl7o9sh-S{s^7EVB(KJ7w6+mqKbEoeP_gdCj%@|GW3-c|BiRV_+UTautb0mW
zI~w%U(P(1zQctFQ!=E7sqb&&ZrjYlKyjz>~=+o(KXA*s`Jkc0sF5xYa*t*P%ljUT2
z#6gTK+p-n~LF?A<k)N>aO-3xxj(GuX&djONbKdJx?0UwjLB*QrLidlHbMN7}j;Ctq
z^S8B+_KnLiv(V2gWeUK;whD4AWivICII^|Gh3a{^YaC+}8M^z?@KaPB(CMm6>#g+r
zwTNx+9x-wrwKs9EVNdk?%IE9BllX3+DS0J2*j-j-0opnl_pL##q4F&~%B~{cu7zt}
z*}gh%8J{*{s+*F{J@|}!duDZwvy4ra>yDvPZx*)=;s>3f3zv~m?`49)r#Fd^Zz4`r
zufH5L*WW61J5$=cTW8I>?jM^h^HaIKuWggAHWFQ0!mzvOjn54au>dvV{WqoLHu0r-
z&)O7+#hdF{_X)lj{9A0=rD;VU4Yd00V0Y;OA`ZDUDs2LkPFR+z^Uh!ER1c@`JXFf^
zjV;jlZrNI-yJzndz8HO?zO}CS6xtZi&g#6Y?3T%%y!&nac=^ez<4`X@c^o=Nf3Z_n
z&*_|nh&ZXWOL<>;s?mua2xU{e8<c9O^r!BW9{V>n$=Xx$Ye?xf0xA9H{+V23oq@(H
ze@GU+l(qcQzP;wW_Y0#yIc;Qi)ft79*YcKoPt!#l>ePNXt6S@w?>(=UeY?6fiN<da
zefIdh`J7YCuhe{Pp<m8HL@e@iUGHQ%M>8fdx7QN+<)6t==u|Vs^q&>Y2PN`4Wy_n#
z&qNgTLo1eJTl@!BhZ%R8$J5)7sFf}t^2s3Gi#L{+Z%k^wT)}v}G&3pXmg3x7S27MN
zThn#}OwNTUDJ@TOEaW^}un-OCTef)_dEaQn!rn1uJ^g;gF9$D!xm4<FNYYrcqO61N
z*waUj-?yh+);b_V-oZ;Yf_z%08KKF(oicOIAs6H!lv7e&i0V<^i~6x?uRd=gm%fNb
z-m+VZy8WhWrAMCYUh~+Gzz0N9p4r<*Nj=(oz=!ev{59z~)}I22`%}xeZyk#R-J<h?
zS6(LHYWJBOjmEnN)~e%u9TheIYkpertT?;5l=k}$xfY&(JD!8rxt6pkamwED<oK-8
zPmGNIG}sw7&&3nV-Ee(+t4&{E{jkJz_7dm+Xul$<5efSCSZY9TcArxr;D5D!-=7%O
zVjp&{r=@A#^Upssmk+<=m}v0s8}2aWaM!3qhAq;DZ#hz{yH<^eoNrJp&(iezPi^w!
zz2Om=x}UxGCDM$Uv?C>(&PTUJbR*G|RP$8!tu)T%2}|U*s2;;1L%DoTWjN<c{0u1Y
zji|jop5z&@N8h~p+uKH&>;~=6>}Tn_+q>Up$wFjkiG7JUy_;5V!`!{zF3Qz8bi_va
z#x=GXGQAv8s*@C~WGyd+RgqT9UCn*^J(pViaC|_#uel6zb0KH*uNGVJcR6LwL!(L|
z-Dm8wf}7ghi<~LGfQQ_eT(6Mr+Yz%&J?;Bju2t`AkLtXn7YGTH1t4PneyEP^$<tit
zEzyYB(7g%j8?_wb-nscDIw_xse{(Ys$<HR|OoxH`A2^La8MX8$^cGz|boY>l<$1<e
zym?umZ8@6le8pSEcfUXQV(1sDu$<FE`3&LS7QTGjRJTD1k1hBcX_H#7OP-^Ow!G!Z
zm;!T5<RMjC5WTSLbzkT_RK+Wz_Oevhi~fEtJJ+R@?}|XOnC8cCMDxG2-_g^W%hq}5
zBwO4JMPK6ggN402{6BVTsYB>2jK0f4_JBTaV(i*<&lXhJnRo4cQK52e^MO5KGcdlw
z(g|R)nZ9?~_neFSMk6&1!Nk7DC2JZ2E9P(NG3*g?4<^o{c!tE+ywyG$ZS@eD3qWJt
z1b$JgR^>~%qGhkEk3Kn1>+;NIWv>dZ$<W@JiJDxigLbWptdBlh<%eyC_@wgPiD55!
z;>o#+Thh__p1r;KBp+_x!NxfU3o{VJH0)lbvg}hz@*K{fR*sMDi)bQ`9N7<tud+<J
zKB=mmx*9U|*U%?LSB<tc@mYHAa*Fk7@Ax+SJ6LzT@;OKGhw%!0HakPon*+>y#o0B6
z2lCMR>G}0<Z?j886zEFjJM<~!OXrYJX6UGp>}lod=*T$A4_?-q>?X;jqs70BpIM@q
z&rq~&M56kdb0vOj%abK!J`+LS1G&p12C5i+{L6j6Wkl#MG7Q+_OqQr;=)L!eMC-Do
zZH9O#PfV_Fij32x1C0u<SF=qYPMwTWxt$%$QOzT*bIp6Er#d0y9r+PQx5eAdrLT@i
z*}f?rG6>U+D2`;`jh<fBDpOQ+c6dDCots&{fa=@6I*EL>?ESb4Q4yx&l$9eVq*_46
zx4r8Y87}J4=x*=Pi8z$;bFOWXpPZ_qz??p+Q6ep%Br{Mpwnt2$>67U#n5b8ZYbB5O
z%yN3KEJIM=|9ciPyt(#H=`*OM+RZ->bqV}msx)-K|5IvF&Y@FVN5Wb1#O>ehT;qn*
zqt6{Re>^vM#TF2cT*^75i-Jn#<xZhjc|AkGUPM2E<k*=gQmln-B5KIdA`8dT)BW_;
zbGdhID{6QUsZXltQ+dRAdQj_r%GrH4@?|=o*h$%QV&(^LII8YYBIr!s&Oqh;*hI?I
zx3JLcHqfpxpRImnGKlY9P|~yht6^hk@AmIpN9VND-VCg$_*ihbg!60Ox1~>Pwd5HN
zsz%DdC|90$t<u5yp4sa>E?Gm9`_4HU&nULVd|05PF%cP~^Z(uWRG+mZB6PlO<x8Yr
zMjJBu_<1cik?=1bEji%9@_c3fflr|l@#S*7Z{;j%Nn#OgTv(qWu0?8*4=qnJUXi2s
z$YrUoiLPUP$38K6MwfCQ<8rST{`<Zef{2E_X{s2go`Oy$V~8Eg<mPz)i4C`Ha&rcK
z=*3sOLe_*lG~J%~M0tjZEueiKQM*n?DtxX1YgMmC<Eb2d&Orl(TC^bjH%Dt_Hh#PP
z%uhQ0`Flo}JZ^2#F!3{)&Y>FTI%oN$la)9c4ffFIa+JG4Zt%xylH6;_^Eb&T#5O6;
zdW-DfSsX1p;K6?;a-&C5JKm^mX1Y*YyrL}hJ;~{#d|NA?qiq+pN<Uj|GIR!wJl>8T
zYVqZ3GM?QwlFM%kS92a}j-^e;kJpcEad7L=#zX9^-u@_`h?xQ8s*OhY2S?-4MkAyq
zw;_19@0qqZ+CQUm<Nn8*4cRxhJ)MatS$9q}oT9Qtt#mCTnfo;@rzw7>jtLrNUG3AK
z$h7!5R8t0o%{Sb2cmL{-=4U@K>T!F6^7c$KJ+bLsP08fBnzOKC1HT+RU9i0$tRLPA
z(%*9mb9tEZsYu&YQ`NNiIdoA)zR=~fKo`*?f5RxvEl=unA<{2cetSVI+Kl_p785<R
z|MI?xeeG<GD)_f;Hsl<MQUB8C=1GzjrWR1k4WEIBXb?U5x%so4YjXOR(=%9DEXlu`
zo?&9@Cg8yb`L_YfUyVYSvKI8H5EcE4VW6ku@qp;t3*yoJM^J|R$KNiFN1ICiWx&B4
za4pAqye6hck^I@`CddDFK@REmfp6?&(=~o6$yGMIWqR*;&fsyuna_qZ#7&xcRqhPU
z3l=o*znH$gH`vLaFUTXb?$m;MZu4?-qgui5j6T%HsY;{u&Y57J(!zaD-}hf`{w<T1
zXk{jqYgO@m`!I5RUVFMZaTpoZcZ@Pm%$_S&y_7sDOZCj8{HggkmqMYqop|o=<^h%)
z>9p6Ijx4(UUtbX4lwX&p7ycL9E9e3svw#%U`(*aaO66xveLU;+%QI|<I(7<m?pcod
z!5~-5RNB|lKDY103morrC+0fe<|}vN+M0~SO~Ik+<?l_Bnauy(=%qfPGxSiTinI{D
zmGDiw0;u_LTf%eukC_!V2XGt0J^R&rku?jU9Rk!n&(WiE{9Xwr%g9~!-<#F-exdno
z=$?(*`!q&O=&3KSzP1jOKiWw^_AkL(W=YirgDyaWsq5>Km^6oh?Bm1Xn{f9-Mji6n
z&N1)LY0*`A?*B)VP%<n<ANWKFl0)W&EQ8NStEUkUj_znW9hW>h>ZVy=NDJEhGZ|Xh
zKF*<J9jt5);Jwb7=FU*5n{dqn(sh`>X-keXekLN(-H`a(bk(byoqXe%bLwx$W60!<
ze_<|f{gu89A>P8XL7J|E^H}YrYI}>d?(5>qDLSVXnMmZFe7-i9J{f+W@onF27!ipo
zeeLzET>nHFE>G}H=BI<M%3E(vchOpOTrdfYHh*E1LB6G*{yIDz_r|&`^XvRyuWha>
znD|5+uP&9-nd)=;GVo-6Z?t(~8OYCusWCJFIWK-?chmCy4aZVRbJG!@FxC4ok345o
zU63bklhR#s_w4ui?!Dd$O@1Ec=j_9w_XzFCR!MCq%(J%4n7M4bUyw^`k2Eups)_PC
zC5}B$zOnJ&%~nkPwzWv%2)dNnKJQgi=0@?s3**)gCNGNk@(6(Z_x}7E<D&Qf9Yayu
z^l?0btzA#YNYI!jpAP2<`>C$fwO+oxPZj%o9*n&0G82a9U++joQufuuQzZE6p0!ad
zTk9FvcSG!trdP)lp)&}}$=%_<r2go!bl}^mhT})%Uc<2xLBz!SJ6%3ZXn-c{(;c}4
z{bU@VyGFaEJQ7s@l(YvMa>t(;`<p`Z-cZk*>$Cj(#`dSy=Q#a7$D|3L@^=M?wmC4_
z)7zh%+vD<GSYXE?{{Y&Q$+a<!3NEL}-skt{!E^hYVd9Qr$Aw&Yd~mKl$?<rVmyDU`
zKXcmT)E`Sq&F_w%`Nce?Cj({hZK)PGea7+AI(^Q<MDHrzCU*L^o&0--o~r8~41G?m
zJ^PiHsHLe$>3}w5>nDC6KEg?-*&WN~W3$L8)@gPgGGYhOtPR;&a;EMW$=Pp>W>D;o
z{lB8XrxjT{3!Uo5qFW0(-i8iw*RUS*v~*YIpZVW*^6*CJFa4kP>ofbe$2axeGOuxb
zr@}4s@gLb|)V==De)og@3x74LvT@+n;QiD2{fqri|9xz6`0ow#?@UX7V6phGt;)e1
z+5dC(->?3g{lxe`HkkOI{oVSkK0np+ZqzaEo32zv<G%gsI&zASo^v*MMahUyBH~<k
z_2c8@(^Wv$NA)6hP)!j#9b524#QBpx#GJLqMpx;p7jJPwQ~LAqVCZ>q#LoE^<oRd%
za4PpvYVT{5JzG}kOH!u)l}RjeO7@S69GPvZUEkU7b1B%<60}g4x&(g6eZ%<fpl!zz
zz@&uo1w|U1`~14^6v=kHWTYM$RX?%+=`Hj&Ic;;zs`qhO&d*c)OdHmh7MqBw?(Icn
z_{Do>fm)C~GFyUHBC4X2=DcT87+n=nLV>eoQ(3F;29NWe(a|>yax(<A1#Z;%)=*_=
z$xVuDd(1br(DZw=$IlHVmF(}$uBzszKWTrRZg!7ob6=rV68mJ+(atwH`wasTWiA0x
zCR(3tq3QiWGbv-qN#~Ais7WN!iu4?Mk{LpqwxQg!POycZ*r&TAj}jY|(Q)5hkJ}MG
zGQR&XbQ@&&E_rV7mB#zox1O8mX~rk9w#}0kD&lY8X%e-+`zGGQ0zEK#!fQH)GJcb(
zI#+AH98UJThE_Y!h;VB5=Tg|FeS}0F>R7<Xdyvxcd|T;soMXkpBb(&Favv`1YmT-v
z`cC<0+N2Zv{jMQWcPf@reY14eq0_xK6=hUe#B*hIya)YV!$#*3=gaL;{p{0W6yv31
zEzuOMau&!e{xKc6k)}{H^7l-Xijx%~k+tUb((!xbn4_n0EM|7vQh7mx(x>?Dn|_7N
zHbK#|^%b|z;uo=1^<B%}AeZQ<f3auu5!N;9+1#Har4JOo6OsJM(307DVEN|nhpw=k
z`<KS7%p`eAIwNl`Z41s;%3fM-3*u!7nB&ZL$;>_M+Gkqq)?8}GIPp`lV#KDIy!P%W
z&o$b1w7;{+o__ISUDve2r4j$LQS+5)F{<5A8ryZ-ez#2LeLD-c(^;s$uqcq4_2-5b
zySt8i-_C{YxY;iVjn|Q$?<-8t-JL-$qAnZDGnFHGXW3btcPP;3GWR9sJ8<it*-q=f
z7&fFseT8@I_xKZ7kgrBHnhg1+rTZ^-{y@HF^XAlSudB+lA7^9N=_^j_#KjzTp(9($
z*|5r4i+Xh(^IUFJH*1N=OYII`<2h2T^QXGYg=q$?2Y*vAiyrj#yw?>;#7da9QLR(e
z(b2P8Fe`89)eJ`pKDKc}TXrSJYR@`#e^rS=dXOqcn^TeM75gdX(PMlPr6cz?`>;K;
z{N)@QQ8?3pb8Hbw>ysXA-nUP+HS=i659zMEcuxDC^r56XJW`NtyfG^gvuKfm`DgmD
zt>v+5TI4+XaUXI{zq4(7)G^u>@MOka`VK!Cv`hQ>AoudFop$y#=%=PndbsP^{kiP1
zos^q9=jd8AOa7T2bjtN$4e6ViV+7mfWe-1xP82kB7Aes+lb=S>cI+9nJn5k$RYmSw
zozju+P5AuY!0SE>w;!*C@w*w9k#KBWv?KX9PbrvxriX%L8>jO3@jyN9UDtPdRklSU
zYq3!uGP;TJXG&+z6e;+)(Qc0PSRXcOLaGe&PM0~-j|ZgD=H;9`j@v{8u5svnV-k*i
z%={j@%`-JMUvG+VKc5R<CePAhAEpv{HlMwgQ1l^~_z!PdvkyH8a~bG4Gu-O*%j`U3
zOE{O2vu<tugtybP4;!ah=K>vr24oL7w{=BqIZcj|Ix^b7n4X!RTDJUrnxH$Ea>Q_R
zE$wpFLZ?==JzQm*4t$NYLpRgm=}5Qw15;k}4n6qDM}l$ASt1Z3;LD<;=A-;q?gw%k
zL!@AQ5;>fIriX&w5g9A!Wav4=@$^PK@yVVD*)$b741X`pVZUoEqC@h|^<31sLC-7t
zE+SG!=*$zLt|2Cp@4cBM$Rdpo?W~^5N5@594pSkKR^)f1H`mfZkbh?VWOCP1>8w=G
zA{C1aTjnc8wDAPypV^8nLzGdgg{S#v))C<evAc}uiw+iiH~Ok_UY?z;XD{AQR)wUG
zV$4&z03HpPm%9LB)EM<^>yvd_V%^DuvnQBd5Bhmkp~Py@mz-IDc1HABh8%e-&PM|}
zA<ZN)I~(~oMh_%DX+`DTJ&M2Rho%2Rz0umzlwrMfa)w2m7S{XLGn0FrS^n%S3equ?
zqr%^u+pehLBF_9Xt$g+UpG%qAOPm5?RC$(Bu836UdX?yZPQCe)+Gkp6RYydO8g0+~
z`}d4bCFyi5sN;%SK%^8DiCKqSVy3zw|I9k2h*vm&zYH38{HOK4TW)h&<Kdn(d^z|=
zSO#efyr$aZ1h_7P?py0i;dEv;3htgOcTO|K%;e%cC*qvbuPxcuJ$Xs(m|nhjjZXSq
zej0MQ7Ur!H{`zTPYV5vIh_2|HfJgl;I+gDZH+_<={5PXpRwsrk=hAD6@6RUrNZ9ME
z{}_A?{zSji8I&w@Yq}%$mi4xNWB=W@y`A*lvH6tTJ`(rH{GcE0_um=4@Y|--&TMb{
z!u+5w?4<tc>bGX)=?uuHo%hx;@h!d{*^74v{NzQJaeri}$#{~@xfJd@MsJ@p`GZL=
za~$4vyo{dw?EBUq$0nB=`hBH5Qhholvkf_$>+oDIBlT0{#Oruv%t5zM9qhk73Hx+M
z!9R?;(*MD*YDd98*!g{JC;8v(H2$AgdR}%F)MD#>E$kfUKMyqhYS_~H!epARdO9Q@
zywNne>1+HBx>u6;Oa1rR&$hiAH@>^w-fI1#&HUek1t!9#7xk9Wmku-hKD<>r5z&}D
z8^6tX@=p2WHte@d8y$^Zy};O@IqK=ui1IV&r#9?aS77whWBibRCZ{_-I9_8!u1wrr
z+Y<AYolZIs9ya2pbL@DU*Km*Lbl$bo@#Pzv&_Z)0J*Qrj<CZ5|X+FiSN^GmN?CllI
zH4qX~lNLV9zF)jBwtz7))k1GN43C!;#ck>n)=k91#y*;V7@{WTd|L3*Zy570@dUO$
z$>jsj+czJG=JV4z-ksBen+R~83u%w5qNHcI%hr=J>Gj|ZRYhs0{>bk4=#(?@<GYhZ
z_pZ~iv|Q&M_KuU{3H{klAoiZzb@7C!__eJ9F5I#Iz8q#ku)Lh@wo`yS9P1HGw?Its
zKeZ@Ix0+J%F4H&o4UbK_?%10=-K6!=ocm@k=bTx3pQ+B@X0OJ`v0U%ko6xDF6RVCF
zs>9B$wa>(J-HyE7S}97LqC^`x%B4=7JiC_RX1l;xa<+Mm`}TZBd64%`{cDU7FPLd=
zO`a;Jz;p%?)qf6o4t=^FjS#;Q$wn)cQ*Nr;^Uq||&GCDkU=5|d^=Mm44*;I6y6qm@
z@4uT+TiMArtb5l^=MurB192J=5LDzwld)t_Re15{NuB$m>)us{3@doX`1nkZ2Z$wU
z^_Hfxn*UUkRq`m<bEn>Rua7ROW4+WI<2H?zpWQW@MV-r&oQj&>A9LNkq2HQrdSw3*
z1A9)wH;lEOuQ`&Kb!dN*;UCZRPv2qeE0OJ-droWTZSRUyJa23odp$XC)OuQ@7G&U9
z{|37?N4U)v9G$1h5N<hN$Lmzxt~J%F+i19V4{s)i?DLso++vx~q|!)BK3=Zbqb7@|
z96t$8^XvGGm%h7RZM1K+%;{yKM^lYsq<AaTjfia6Ret-;@3hgwZP=PdqW9rgI{VHk
zdbY>-x16aMMaJHX_9vM%aO)bqaroKllB3sgjF(7R+n+ohzOz~XYl1n-=h~CG#gmL>
z??LD9^BHcuMRLh_H^@o()4G&!lQ*{z%zXx?71rdY_L+#Aym)pR+cgI9YEGp!+U7bW
z$2gT>JeYUw&P8gp<h0f`hW0xjtJ$C>GED7z9>=uP6RO3yJEv6(g)@5oVv?#8M=Zl_
zpX2kk1uM6#tVv_LUe2+S_nJrHZY_uz$fvpIwXAi~x%2bXhAx-zcD$Ui>tzk-z$8l)
ztwxS*DjWG{+VOAma*nRhu<=hBgC8c6>#@!^CNX46sf)3H#4EAuTGwScr`MFGt!FY)
zxsHDv*=&z<s7AJ;YI&C&`95cn>G!^~n7?5g)-AfN*Jo(Q=iNqQ?YoZ*)8Di1C$vjT
zMqO%&OgCI7);PA}MgI<3S1608p!|}&h}**(s2l!SgD1fpTy~d5i^j-56KShz=vXSY
z<r26l&o$W*-5?Pk6ei!S3Xfu=UmC44NRO3O;bmUlGhk!d`ib*fT3!xzL!VgoCqRA%
zrRgG4hpxJsr|7R|GniI5gZfxuEQd1wQ;*YcZ+>82(o^&7zkc&s{&bW0;FKnlHr0C5
zYVLN+jU*lG_3I3HPc@mW{omk>v%nlHc5|L1P~Sq&8Q%Ba(3&=1#(l@Qq51X4&Dw`t
z`?2=(v0*||rg@F+(KlK$?n`W|Cg(DhQQ5IhZKe0MfSNPFJj<5Mfvi*R)A4uPv!q+G
z_t5(ced6?<>hfN+IiL5Uu<l<)GLQkHfT<1j-AKf_+#B;RcAME9`~Oz!bF2l$t0G_i
z%LMhdnEYt_l4INwZyjBE5JGaWNWhr?WS8~4mEXtqo`94rJyY3ZoZC1~&Qs@SyN-(I
zE@~~+N1hl~a^GW|Te!~lvExy4`^NY7UoXnuykY)sIW47~$Q}2gr2jHz2Xh3Gzwt?q
zvfK)xn>UcsKD>P6v05JqrAC)$D*Ogt_le&%9ZNRDJ<Ijj@7VlRFM59;ab@i-n58=Q
z{6SInOpK+ZmJk2RqzOxh7xBRE6-6uid02iED(go}Q}!lPZ*v(VbUxa0WEiiTor#@_
z{W24^%3tk#V)4fE;q@Jtnn+ho0kT_@s?J9V?^{l1&W$#VTddsC87|)sG^XMHXN;+#
zV<XP&J+_{($oH68iJBt+Oq2wAsOg)#`)1A$EBJcoV5KJw`{6yoV_w7_hR^Na+1}G1
zQSNyXy+0h?J4HY3fcMYoGx2P?J>ge;l4E5CG`g#7jCsrH{N!LySvye3?@Ti(?HI|Q
zM7fSnqBP{6iE^FSNXX2Vyvf#D3Ecl6v3T+HMcnykT5&52u^lg)zw>XFOmD5GWO&J&
zj3w3YTW>i{^k5$A<I@>J+({fFO*Y25MPiSh9bj|A^gPup9v)@eY=%6v+V<$ZWFR8n
zV&j+|IX1G7__kyojz2@fM+eBGx6y&}y!%K1d_GnSJWuK`l29reOvvfh6y8zWQ%c2S
z+1}!5M(N0{z*wGR=f1iFq6R~^;sK5ILaCva8f)*A!Lhm2CG>YpnzmM9j+d1s#NQY%
zuG8rhXLd8)GCvEo&$P<Q_4|4I_7`LsQQobN8@<Pl+Vf<6PV1~kC;!a)TX;0>H8Isp
zduF|lp2kJy(S75c7LIxvi)@|7J-W)!j(kfLg_c>@;hC&N&zdK>tS}w;(@fg8SpLhQ
zY@KPKr;p5$EZ;G85hQ@Ew9I8sHAlPmOtmgr@tl`>m*vPL=Qq4&H}MqZ7LG&BepC^8
zhLdjDdCzG(B|kJu9?kE)Vx}|Bk0>|KM6Bmq{lp-d#PmmNqa0^D-@$wA3F6!kEAP`+
zD*7HvRS-XXyW7g`sdrA@bkBVW{hb@>xr3PP2IL<enXG6l$~<$7_Q0o^duMYmxhG?M
z^f}cVPTz0rD{skbZ~}7AR%c_`!o|--TOzdomAg3g2GsbbRd;n<(<e;su5B6$iXE?S
zxDii#e2?ilJ^Bsk9q<aYH0Bon=nNYB4G80Nx5b`=@#r4da!<n;C7v>KvFJa^v{!+b
zb6nJvj<)R?RkwK`M@uHNo5*H9aoR2c?4zQ(6l;s|N%Zye&t$rH8SggQ9&IPc1Cm>o
z<{Hba_XzplZS5L5dIN;$IQQ>w7IlBL9@{ZZuUlnAe;pg+=~m4#=3d=}wmr5Uj%2<X
zvS(ww+a%yv-Sx`yOjHci|G<<1GaX~Jc$9Q(QkCY`q~A^ctWPf62z<%By9W+z&-_G<
z##>B%0r?00d$x|wRG`(E!lK`K-03LXZZWpa)I-Z-E7HrTZ<buYuo#bx8j-qQA-iK|
z^XAo<Kpm_7+c$c1!z(=>(NAd6DEVjN$zvkP?eJJ@Xp;<EWH^`G=Qxhexz=#ks@A>T
zu<YwQx{syyE?Xjg?ro2f(*Gov6h*~jIce7!+~1x{<z7~#%mq&KKU?SsmSa8Q8p`W-
z7ROqDjO!x(^Up-?vuhb&Xj<QJO+4R-$fgi|+H)&w9tO8EOAfaC6H$J)<9|K8TkE_!
zdz#9g;Y%Ryv3(yJ=BN=`q&@%4Rw`e&!{X?ZS(EX3_V|u@tA6iJ&42#ySO4vb|NZ|<
CAwC}f

literal 0
HcmV?d00001

diff --git a/src/testoutput.txt b/src/testoutput.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6867cebd3b0b41dee2d673fee6d3f5986d0f0898
GIT binary patch
literal 257248
zcmdVDTaO;ck*?d<1I&Nm-EduO$&#$oU@(9r%VW>Twk&GKSQ{H4#4{~Y<dBpld13$c
zy;nZ<GMJSakyTmAs``3?AiG&z{ncBMagNBy|NsB{;_BJe4_AM?x_|ZJ>ebcb^!>xD
z8&~gK{XbXVy}t4?U4NOb+)e-fE&c3O`i&b`-(3CX>bF<_c=ZqI`})tPS07yc`s%&(
z=cB9l)Au*79$fvHKKbtS1fF*zegECnll13h`u^q>zwyD<uhRXWq~Cf!U3;FM{`l%?
z`U@)X&41^Ar2m2S#?^=E&pYY&`28E{)9$BF<_Y)G_n^xN|CB!Q-t?aL)7KkUcdmZ9
z`se9)UL`F225-zyen{UvO?Q^R5B`i<ba*wP<6da+eEM{|iz|22dp}*g=RtapC+YX>
zng5*r$D48GS)xo$x&JYHqfB=wra!+*)cDo(XY|Uyq-VZJ&;I*_;l|bNiK46(v}HA*
z@5^-kyF|mgSO1!*_(58=4-?wk>Cemb&Rl<ze*QB3d6e#dcJ=-Avl#uy7e@c<M6XYW
z(DT-xTp0bwS05+p-%N6QKdnwo;rFfq#!p^TSn`R?!RPSN?E>|CX*E7b@AToM2QpW4
zeeFHa9r1dMaP`OOvp!0wzfY9?B_WMy`)NWtDrx!MOk&4SewrwAGg0$Z!uhnqDQbR_
z^zo+^&i6Zzx9%CiDa|e&!ODZTUi**J`e8FZN_gi~eJ^puhs716Sf=5x(`v={jG^U;
zh8D`caA@^xC>!%!#^%v-CFbTav>(3FVB&)oS}bPG31FF1`)$x>n*iq-1+iy8HR#8a
zkF;NNL}0p^R`Pz*mXDL9XkAOWelN+zuM+?HH7$8Eq7t7UQL<js64S?T_zZn0Z{%*m
zcsJQj{w-}MUe(8G4c|>v<NN4&y4Lmu@Rj^MODK6(Y~N#)_WAl6bGk>+bES<EIzm}!
z_#%CWw}Nl>YVtwuh5GwOLkfG4_<L$>*gAYpd}sWm_g-5R^j=E`>QnhQUM2t3o-1p}
z(7DJ)AF?CmwWb+yfq7?ZG{bK&`n9<~mQhc|HJah|f=nx{l`eIOVL6ijYkGZ}beGm~
zS?dy?8NU5#g*VFciQ?|2$mqLC3MB)kOJ1hyL_28VpVPk)?cS?Afk^B2*)LYTUeP6#
zcz)oLort}^W3@*c9oES_{+9_Mv06mE$cpuH|GGR7pFd9;j?4k;cqhf4x6{AGd*lqH
zg`dCHe5?}s`R>(!rwH-!WQ9FuBB~>`%T~<jMM)F<yyOR7H{|F|Lk<^vZ`-8*gTU8W
z=aNqX`^3uCGPafCAHLRKWJbu!kWnDBa@TSA2a^{R`~04J^A)UcZ6{<o-VQs_r)ZwB
zE3<Sv$;Y$A`@9XAF#d;MM<%M4f!15CY3t+O>Z8|weEY4+cOV9TH(8hMEAy+#vo*dn
ztHkHL-O8{o^0FVLRe-C=X5D_B>3TY8FZ5OU9>Q^*bm;rjN)W$*pZr>^_u-+Mit7^H
zvZHTDd*hyUk9QPxEE#W$+I-G6y^o)MeW?9$Ler=9uM=Mr&w^Sx%-hMYz?=T@wUnB+
zjHGkSb{)g%<biG`y?!UuBR8%Mmnd%ly^XS^RVwLUQk@(dx_!HkM!ey55R&sYl1hC^
z9B*}(+bPq8xAW+=epfArJTrO|&Z3&+?JilU>m$kUCof2GoN9A;)o6Rx=6?F_Wzzmg
zOSwAI`PWA#$f3@&TT5Q($Ah`7{k1<_@ctypL@VUrB5om1IF^0$QoxnBkpe1M<XVZd
z;c_CC>&+R|hml+SF=SJkh%ABXi`N~!s#%s{ncJ&9k;hv0?Kp*6JGwvT(&p%?>QdEy
zkyhn;zsZM5`iRX-^r~GyP4Cx^8i`J}du-URIwPwqZ?hh}gE9<AKwpH2mcKqaUe)KG
zyzzCytPEO?Xj|NJy=aYHBEv9_JGPec8x(IxtHf`Oa{29KkI3$l3#QBE$t)j;Z(u&Z
z<+1nFI{RAM_M6ZJfKHuj)v~KW6uvHU+j<lHdOROn6ZmZ2ofNGNzK6Y?Wo*{3ydP-b
zBe;w=nsXUlUQ}44H;FiZ{Y`$Ao)EqN-ts~v1WRGH6f7KXLZ;onjpCvRm#+1%lw#%m
z--d|)UlMnzzJl~qP59T~U2a?xPrD^GA51cHyI2{kY(*>6>QTBLD?{%lD}xTezx_GA
z*Nbpn$ne%4Q7f}De>XaTYR)`D_R&meWiK&)RlwsrK6<3zzYD*$x4iH!iaGMzSZ8G<
z|2NVq)-{fvwdw6j>aFUuWaigNX4FxV-)H`r>bD}NqX;}&u`zx9NuaOarf$`KL%P`D
zKeML$`<Umw%cqm=>GM13;H%|(U6SbdtbgkWt?;4K3Rob^d6Hp!mAXBtI7U1-swLw0
z-&;%24R3Xe9N)*DXx(Fpc8F1GRhB)5{oh1&qaHg%Pvd%To`1XZI8JLa*K{wZ7!Kb$
z;<7Q#c9!mj$I5!ml4kpLL#~&(D)JGI(9(3hp{4sY+x3=yvo|H5-Af+!i;&Ak-{u^T
z2l-e3u%gf>Ni#3|1EcQ~YrVZS8he}MSyRV(mEL73;<@hcB7Y!rn)#yiRL~K2JM9ir
z?trg!T;S0~x{j!}w)^plENcwu_q|t*9SLO&fw!P8<LGThYeKQdwC~&eIz?;bLb4R)
z4j8ft&r-$xMf&Ogc{Yh!fHH9AYv*^2YIoN=50~xhytm$V2vXmsyZ!m(qsB5d>OaJC
zw=WlBr6f~%kKp5^HGWAt<9Yhm_xU0Bkrxr8Jzq;0@2M~AyOc4JrD}I)U0;pIyU6PP
zE%6xHIb}>07ZIV;eL&ukY~9j|9lNV%o-0`DJ&vPucKE0Y>fcfo=|_w2HY#6nl(MgU
zVX>qO&BKr#rZfAOv~qOPw)ZNGzS$W*Av;~kfmyUMw_frQ;nMX^g18gux@Z%5iR#G0
zzta9MI_Bx>AlDrE9i!_OzxBQxNyh=XzPrh8(X|Q>TE0a+e)SviHlsEA+LKbR+Wv2Z
zFHd$Hd0KuOb(Z-|c`P%f{i@&Q2rpN@{5((o*Q6ofw|ZTKtp|6^SLM5Lk6)K(Q++t^
zMw3TpT`AO9BUB?DiO@2}S))SoEY{H;CiRmq(P=CTI*v&DCeV%8!&k{}v-gVb!I)mL
zE%GbWb7hTQbS;?X7P=VIk(^bpAr(@zQl^;t6k=pvdSlMnhg$NG?<8G`4{4r%gzVTI
zXr5+dF>WRfgH}sB<Br|8SL3q1`WF4sElUS5)O()(jVPyyF+J<mbI+Otd^qtMGhJRJ
z&zb176&=v`t0&$_QnU9omzr`^a9L49W?IfujB4+Z6-D}+(XB)vs+(Em3~ff|cC7pH
z=Ef?wu>{vEnQ_g#eALg>LNrRLZHS<g`jqpW0PVWmbM>}kf}hY@7H4RFipK<(AGvaW
zPa5iZ`kQyDiocAzmMUaSR)}^u_E@O+o_|UFO<yffeK>JC)`t!lV(B|moE>++?5*Qt
z9P>Wfb8twi@mCZR$g_ebOIWbmMDKMDCE8t5^KR>&e|fE8N-X3-n1qEb*^7JeQ)`~r
z6py-l@SViFOehnVv?+q0$-cna1E!D1SJX?2wC`!7k=IO4d`&-V*CqA#(xTDJQeG)N
z@%NI|!`hTs?VcrMcpX9}o8hP6zyZ;8DfUmqvDV!BM^#BsE@6USg-JW(sbj@4%)S}3
zB}~fj-A<Zlc`i?^$>tPk#Vh`vB|NsrUVELGXuyoQ7M-y8`usgSq$OPJ6Q?%(BvnS3
zWEW|HQ8cywQuTfbjrJGf3BlbS3*7H1<FC|m<#)rcVd0%`rr5H~5PzGv3Ga4}4Bw0j
zAG@XIYleKU$s78s)|KM7HkEkJ%}JZLkPx}gkr0{IS8A>%wvKga8;SL|t!YWaGRjBw
zYOYa8`bd$|S82tNxhGeDoV<`$t{{GfkZ+AqmMCW0dpYNmb$A(-V*!_V3cEsfJl^}$
z#)bZ7>M7m*_-}Lmw$-Bt$-du85l_b@EH-n<>d<u$5q%T<Wpc?J5q?KWFF2)KS>oue
z5~rFnaU*-i$m~il{FuI<Q!1}oi3`iSCV%|y)>T96pbO|cxRdnv!vc*_hEKNdx2&5-
zjGk?;8{N3{OyT|0Au*?nJ)f$yeZK`utl^iid^+jxpQbfq5+e~wgy<}t1jk}gsN&Eo
z^2KCX;Ow}*Jr)u9E<s&sQwnJ?e=?p}Y3nsgsjX{AZvfug(?lWS>Tl9t;%p`t@413o
z`J44qw>|Z@n488{t=3Vdwc4x3G-y$XF00FWZD7H>ozI=wbDd)CwL}|iY){r<l%s3y
zzUE7QlsFpBAt%a|>EETVHle4r3;8T-i?;wa`6FK@{q$gxH=9YG{ipewnx*5-Og~7U
zulv01IJCW{%zR;0@d&<5w4*x>-FYwd;Gr4j*bL8&$~!Qr($BY8A2@Ic8yZwI!RI&>
z7ocBDO+!}Rb5Q1T`EY)kv9v@Rhb$gH*IF*;l(EEPwm2i5({Krwd|uX0yGNB-W);a4
zu%BHMOnRt?%*Otk))ne8)4HU&t$hn6GGG~lWzXEWtIkE)6ZYjUA}qWHa4V<DcXK)!
zo>9x=X~~r~orr4jIGOrSca${R98rt!i7#VcAk&Q9KHK;U3aJ-JQ~as^wC1iOcSs3U
z1*020Om=cDwgFcxwQX84;ihk&AytAk1fIiq6aQPphfA1Pzp`&?zIsNNbL<b%to+Y%
zYUWo-tJ4*9No0!pG*by%qk85tvNitpYsi(YGN{Q8CWA4J#*p~m;!2yFw9`z{mAWQl
zG_f|$av#%Wt0th*OI_~e<Y~3`w=rSDxZEt5fA8|yBa&u)^*ypSW{G3e?bTA%ndpTn
zEYV7}wC~<4g@q<pAX`fZD|-9I)FDmW_dG;5>aTC5lV)Spbd2bAPCkQt9@Mgxi@QDO
zAg}ql<l;S~jP6Xcx5zzSCY0)>PP`T+f5rFI>tWSHGI~TX)<bkJA^I_K5IVa=#kw-f
zr=|+A#Tw;Wvm}>LVQKN&h)`-Qdfq5U*Kfeew)HfA4^~#v_J>JBE=||Nr&^<jo>;Ei
zHdJ(W^!rEWa5wvha;K1LKTIB%hEli3rE`g3q$h@Y9k%Y<B!lc(D0%%%{-U2tnKA8*
zLxV@vJ7Sb`IE!2~xmNX}#b~H9c#iGC7ke`;O`y|rZl;WdGQWA9$efWMAb*rSfDckc
zLdS#m3JooHzmw3n@(3*?>^4OYn5LvJ6u%oT%BW28`PxGbL$y|^Zlh8*Q#%fyCB6M)
z;-2=z{|J?jg8UUv&!tFLJB^<u3gMfOrLa9FbY1G2cBnm>ycSN|!4lfun#<8sl`%Ul
zi~f+gcg1N2@L@bt=`0B~jMqnpfe6`{>x^|v8S!GTJb2sLk`S=r|1C|5z;plAG`E=3
zQA~y{zRB9fu6UGQVz{S`N%bsv2|L6I8O#--dK}xLbG(XqZ>=(*zC+5WbB;AKM03vC
zQ#<&z<w|SaG|Q3|qnb_a2;EkmT^gZV?mK96mFKf1uA=)4uUXnwdEyAozI(x1wEAR{
zI;+^W=dHp|=g@};2H&sDmPHgg4-cA2`+_Y;7U4NZ*3f;>r!8wxkS?-XNA{dE*Se?0
zKdNI}j-%h}^7*M)io6B!SK8R9*<PP2DLeF#{Ix3bsKwpp{VCs~og&ha(duFE=$T^v
z%*$rB`V1dhc<bI$Y%`J&$s@mEc5tiq-oj<7eAis)5fKA;O8F~Z65@MQ4WdRRzx_pu
znAB}9`KP8<W@h<6+@~I|D1P-Aqh9wqGeWes9V30NU?c(|8lodsnTR!%JTI<P`E~2L
zQqw6@Qo9T7=ZbI1mC#Mh*$wlk68%pX+`CEhdd`b|&y0?D^7qKkDOYihPI=1m=brPh
zl>W0lpZP1Xo;G@T&cka_E&OTH7ECL^Lv7`|V_Y#OWlF()@jc79%o?D{)+RTRfzlJ#
zV*V1Bryy6Bap7I$xejy?NardS7iTW0Gmow4cFNh#ayt6aHa_bt8u+Yptta?@Od(Ij
zHqFSyVMo;kqVp-W_Xu4g3xRY}yQfmFJ{m6-oaGZ!!=vfBvV_=9AT&=29<=?Vb)AYF
z7CPh{4F{)7Vhx-2b`$Tadxgot_osN}=g`icrHi3RUUy>g(oQh@U>RwomwWipdsfR*
zO|?c+U210a2DSZ__&Ghi=kIBABYnE$f#AXUF2YDcMkq$?;kD<oCBtsY8!)Z6ADX%s
z1|39f)TR)<cu=TZy&4hk8Rge|I4ZtJ(>vsyWh;+f6*n!POn|Qv^(OY{xcHtHo;=qB
zThQL)weQa0HX7n#{BL#%nD&ZynyV5~N5<?XlmsnVd;eR~0(sZOe9df*XJ4-(clTh3
z`6iP77Ap7}T9F^a>(>5Vu6X{2THce5d8Nb<-_u$_^^w>#Jo<(W3(*I(;j}v6iQ780
zp~TYiVPguZgG9EFGw7(b$KB^6y0Ps6#k9dgmUUi|eKZ8!b^c9zcq+c9g~v|n)4tQ_
z#Ba0%_1jva{1wm5+pw?#OM3+1D|X6_AlV}AL|3emxW;(bp32vyTIZ6^@f2$798e(L
z#=DOa_qKd>ES%xnBR3Ms5|T@NDm>)h(Kk=t$hJM7Ds|+E$2vs6Wtii8TD(h7miCph
zM<H6LbLgTOBzUjv`}samhzSLB^jHoq!iM*2G_&`Q`J<#!d{0axrZSl4N(_aENOg6o
z-w+)gKcfeSzo&&v{d8++RErv+(-vMLyACgD!r$Yo|1P+RpT5_~1FdU8)}Y1@wwNwF
zODmRT5bOS9ihJi=#LmT!5+;AzOHZGFwBNRkDaSt<(;SPv-5C}XiI&Ghu2>xm-q+Dy
zk$vN@{O;K=)c(;d@ALejQRN(YVjsfIDffy8pAq?W8ppFmqNr;TanS*aZ@PqtPC4(F
zda3EX5=$1fEo7YPDARzWoUg6fD57n$j@@9@GH3bK0#V$(C9GR52ehGM>2X?{Uy@GI
z9)VnGpq`C<(QPUDvMfH<jV|og{$D&>qu*9k{$18^>crGJCNSq|>2n^qG*yY@p=ybi
zU5nZayN)%MJWsWrD^%j~+?eL_@=c8ie9JSQY;BLnf|vQHgpNKnzP6^{k5*P=Jwp8l
zErqU9{`vCMSwh6_uA5h%z0Q!gPaZ#$N~!^Vne;1tRZPWU*Ig`s`|{BerN}aWmbmEd
zgof$HtZ#c4?s>@M1OFjOBf9o_P)iw;KO`D4P4v28!Y96!FfCQA&f|0<BsAu~y@~X`
znDi+%pr{Uy?mUaD$dTYxd{*hR%k#Um1C&zspyf%NM=LU-@YPvb>PcD?Cf`ttGoP#9
z^6ptdq!t)qv05yi-o0sRP-|Afo*Ab$8sxtBMB06K+_W&M_Pf;CY@QNd&!7^WCR?bq
zuO^E5NEJ7ASF6V$ijASrdIqJx%b>MpRAZnJ9KU>iE<Chnywyge+$EX-KU_Y^{j0B6
zroQbNC%3SvPoA}_v0>ff>dD?ZJK`#=ZcH^iPW1uBTt+vRN#)zerZL^<(o^L!J}v1S
z3Q;vsrJI~M`RG^46QBn7&E$`(qvp4XT2InXu)s0J&Oxg#0ncgKui`r@iI0+Gz<oA}
z<&2mj;z255RAp`@By>7{JK?iFRyZR<b_V}Z$&;2tm$ar=Q+K7OaV$3)TaH*B43GBM
zeD^v|B^Ovyh>9Nd;4wR}4Uu+P_WKj@r%RJ;)gvt`Dc|3Ni9MF@4$`TW^N4wzCy@n|
zWEywhe;rel>xZUbAJ-U1ZNsH}X%DSfBPx+cYkmA2Xa%OW)ESB~&m!i+7C#A3y>j)M
z3DKC$ZCf)<NVa{ZbyQkw1H*N^y|&%_+9`{L{I9fvEqmDNh!@^{bOE(L?MhelwS?yk
z`^@~Sn^*sy>>T;2h=Z0Vo9#sv>p{;Q%Q~C#I4{Oa99LqAqgMpG>%EwWVrRrVbYI@Q
z`aET)z7ALI4Bi2QqSBt2>kLHdHlFiLv_AWG_QV_m5^P4z&k>$8^v*}gCuFUN_CWkg
zLKf@g(RK2jE?j9*NAm9F>FcDOsa-P5ww`2d7IqY&&#iGKM#y>6NSH_X=Lr{6p`x`M
z#kR%XavtZ+B==D2uW1#D|1O1v>?-z*=v=-0^dG76_{W6rRhlVnJ3N?-%6-)Ow115H
zWQ_cHuZ8YQ{NL{rhG*$)=O0p>N38s`87-fIiMX@Z_uaQwJC+0Wc=Tn}&d7vnPbqar
zY8~oS_%?mViBsf4&dGGVNZKiPbmS~QQ4-m!^_`{YGVg)JTA;`O#H(##QoiUqVIsq#
z=yRz@+VuUtaYBnu<TB8!J#^wuL$}of_N&=myAM)yi*{AVg0i2jiW>OO!leH8IVw#_
z#1D*Z(P(xomXS8as6SFqQgp>6VAh-3pXLpnVQpF*MrMlDY++;HiFFl6I7ew1Yn3G$
zs%8rHs1Wis_Y+0P_KtX36eJE4?}^jYL59C!-A-6BY`V_aD0h3Cbf9@-zVfo!bEQp5
zx)Bxa8(!NvkLS~i^&Gionv-Zt_n@X|=T&Ft9oa9uyO;ycL#h2xMp33C<Z}xmY-h<0
zYb^_s_X%jnA`>svkGZdQ+$!05hud;zHC(^1x7(6v5cOK!^VZS!E%fWZF@55Hiz{t?
zLT7w0wa!{WqERrh?@l%rZ5&6(XRRRF1!;++S8%HYvY)B62xwbx!R8jXrExv?#Ax2m
zhJjf9OK7n5IUHxjHQ-{6a~x*g-lgfKtmqt9&M{mMjO^Xh9-A?g=hy~zKOrkj1mVoB
zbwBhR{bD^TJ(1!$(jY`c)XYDi*GLgh>>poJK8X8`_cW0iU&*8*$7$?g6mR0$<0(g;
z-C5KH^R_O<Gjy}MfUO^-PdA?-xxxj#Yz?V3<f&m6`@}1H4nnde%0O8hK|F?+YMi&$
zhjb23KS3v-@_AV~W}X%CVt=;!jGP&{PNWsyvz5&hyClbvyYSKBGPbkq8B+*^&1g2C
zRjPixh<4}T1D$F$WbyC@pc)gD`%s<}34wBpjW~;T%IeH1b-9(qpOb9P@tE~*>9aF3
zOLW6+v83m$9&xPbwO%Ko_M}K}`*ac?A+~Z5Oe*fLaGhZz+4C*!K&}l>kqmG&FMzi^
z!!ILl>0Pz65LtiKIv?$OLMd5eX74jeCf7;P0-_N6#9k#&pMN90G)5o1fKnE8rG>_P
zLHty5$@r>A;A-u1Y2niJ8&QX9+kYoi)VTMg)iz8ydV^9#n`HfT9^v&sCqG7h6*)<E
z6o62^!=nlDew?<IdZs-+KBC=ocHYF?hW%6h$76$PZLX_jtwj@WW&D*EHcil%B+O?l
z?6;EJbOvX(k(-jfm?LU=F(Z~|E2d8-ALb}cu^o+a@L8+&AUlJb)K$^j)iknlR02y2
zq$@FhlZ`<36n#M@PQg+pZ_h4G@`NQSU5QcAsje(ekJm6lrEMHV?H`U(j*~r}=X5?s
z)X6zuR*NbVyC3rOoISNbG&>z?$G9|oa-P>e4p+@h()=+ltH>S2OVLT#^!LVSKAt#9
zev4KQ`-TPP^soJ_$`({ML+DQ8BTjB>^~R1!TFWL!)M3AqszYTTgU$KclRExgTAWQJ
ztc)#~HF3<kD=tMTFyU`zM0?VvU%K#)(A0F9z`y(M-}W=VxDs&=yNU3MOegM14W9+#
zN`!)3jyzc=oH2td%Xy5*e|AiJ@2~nR5hCX8V7ZWKGG8$YFAIC4&|YkL89$~~I-{x<
z(S!a%Wsxl3ESpZGMyB9)LdJIwFBlP_1LeOSXR+e-jVWds9HW@UWcZ1kb9fn^!jneU
z@bOtUvH^FJ4thAPAiIk9<T0Oh)s={1<h^r6{IcF6Im)B##1<c#X_VyMEF#;JXX4#e
z$o13ohgc@(|EL;r?Ox&(B>i7c;a-n~U7gsg{u<_(j`lGvS0dV=aX1mo{C6zI!z5Sp
zd!tnwJ2?&SrHlv7gNIiBtSD*>@DDm@eu~e2h}wQ?3lSZWvL*DBs85Lbuj;REpV&M`
zu_zWpi)(!%ib)Fz5m6#@(a@6UEUGN*in}EJz$b5Mp7S=(ny5(L6TAB^i<9_>x_*sQ
zQ}dy1K81@OsMsc+x9*x8{kO!6>hHXrCY>%<6-KeO{D_v!sB^NXf9)JZ*f6W%A-V0D
z-<$xp=fsbe+>+l_C1KtBI|mV#O8kFa5E1>NIao34{l1)r01eht+TjR1aW%WeL1ZiO
zKRL_pS<?33r>+&#1T~eYhJKR%)V4T&Vi|MB_q0)Qn!wGpKZ-rG#9O^sdOV*vj&5Vo
z9{Y@iS}}e_FQ!=UmGp^mw=ropE+~FVD;MM838PZK4G*g&pAb)(&IUO9dHQQIcQ;{d
z?Ry@@7}K>yGdiEpOp4vvpGs#IGu^1U)@%7TwA+eHr?wDbXg1mPz(p4n){gAzv-F2(
zj2@_$$?vD8emRPP3~qZcd8zv%*~a%w0V6WYx}l7L;v9X%@3DTI>xk9~>Med}`WEY#
z_4(~-c7*0utKZ;qYsjey>O-_BO_Mp|7(1d^EM;?wZH>~%#h@XMt+;yo$rV<SoZ|g7
zd1T&$)R%*xGe~c~M^{}7i#nDqvsd0_U9Lnonokn(R&-|C+pS|nGj*@5<0O9(YyNX^
z>ZB*bNf%H|Ghf-*pJtl<Xjs@8*{01Icr=&F@Q{Nb!}MeN%C(42^sOH+1Bw6*mwJ#|
z6QD*<(vDZRl((FvR2QcqvfYmnh4wwar;Ueb%kU`U?$HpF#qZgp!TmigH0pn{T^1e(
zUH513v$B6i74m=4-eWY^8E7;)qeK(=DrkJaO0kbru1S1PYn9afZ@ZwEElB*y<<omH
z$9R~$M@*~^C+56SA&Pj1=vhzRW_ROvXral|bvRc_XvnS*8%L;EwGmXFYFuffB0?uu
zK<)tj{C$Xq$Z!Nr{0?n2WY_VYs7VlYMwA)r)BY&=s^uH#N{odbIieHtDR8vMf#>V%
zP%-uO+~w&_EgagHto_I~&2Gs*W2SRV^<@-1r>0Mvb3RD#4t>~liG(r3Wqw{-q=)$Q
zGmsHyfNXvuT1j2MnqaH>qZN6Sbo9T)JC@HgJ5OYy`jK_5lvImxjnJ%xy@d;F|C_Xq
zsvX63qS%hqToXOn)2Pi^Xk)EkrjfTL^xZIb9v|OJVGqUPds_5C*5N5I-A!MYbrjjy
z`14EN>7iYlQh3+uQp+;9j0>H01}>|fnQt=J4A{I#pT^q3qwT#CucS`m{-TJ}FC}&T
zb*M4D8A)QBn{*Pco!}YM<oNuADq+hgJO}j3k(a)bONhJfyy+dmk0&o!-b3Y|dOy4!
zRjD<HO;5`HWDn-}9-dB@hS?DEfmuHa8};WGDXxxt)W;FUesPV6dC#H}I6ddY&wsl$
z<4Ne^hi~XYjHBLy+i88Ms60z+`PZbY<NcZYp5|aQsWH(rhTY&qCMFcaIaDh4^pAW_
zSy#XW9^)KkMSFUoVtehSr{{`CL2VhTfX#aO*iEYraL+$HC6<kz=lgp+B6w#@XV!N5
z@PxWEi*wfGDVD1Qb+GH!mqo=!5>AEiVIW~=P)Pm{H9=<N&?gql)zNFE^OBD4qKmbY
z=N$FIUl%mzbQt#1M%Cosyyh1spTotR6dq|my7|4mS(p3Pd{w_zL|@1`oNHOCn1@H_
z8^>rPB&r&Kgxa+x-^N(>-XmYz1TyaOC)l@4<-aA_`)9&Sy$1)7Q&_Luu{&qqldJq1
zSvQ1rdj2Wt<N4&@uM#K6eSdfsW1ezsS0ZeA>I3W9TCt;bF`eetxyCf<B_#2?dF$MB
zC8CH;6}p|WhnGa6%!ITI_FAW%(b?LP@3G8kuNG#$tgX@d%#veQi5&r8VP@d-^hX|G
zWDTh2#M-onKm0wOV~BT&7v>#1Kcy}ib*ix^8jsXh46q^OQS^));l=CWk@zbSHl3Aa
z-f@JB9u?+MM<<L?m!nUr#^|qj)bTwLMxFBWIQfFucGgn9yCT#Nr#$qpk|y*O-S`=E
z%0T5BJy$#q<Q{LCUbP2_9#}A>%_1!yPvDn~>F0h-+CgROS7M=ujcF_7>6vWjvGmX<
zz9*uO^5G>0&L!4Pp?4Do_Mg?%jz53CM(o(He=A-i+qs1fR3sB=L%4R|^Qk;F$baGk
z3I)A-PZPhyotNC%+JjNjA?6EzPmG8DE~Mvf;$5WK<cQ~k7d}DfjCjW_{1K8ov7PBZ
z(F*B}dN|{4C?adc&SLtjpCrj9-wyv$qa+&Ei3{}Z6AwrB1Efddr0$^j=5{(AOC7R8
zb1PL)IU&gFoii}Wm;W|Vj_!nLuR4~+OMB0H#q_K>3Ch_1(e>Q}=pk{{5tdX~#82dF
z=ljT1?J|4u$4L{I<QXFS8o#-Ix?I)u_eAtU%5SEV+MiwhA>nv6S@uit58XWEd5CRP
zbBm`Tb6=g!YE>IN1^g9H6Dnw`ZCN%q)<@WkqmhuOlRvL|ma@y5TF3<7$gfxJKySK@
zv%NPE*;M>v(?4rcMuZ=Ks$YqoE75A%#Fe*^GGE8-(Ms_>5k`Eic~<rJ$@X)S+hrt8
zRh%y;46QRPj@FK3p{!<t^;+5scLo;aq27jvj@8tXr0c^&wj24@YflL8=!@4;;hGND
zSsS&6>Y-nJPb6{54&^$=WhG7%F8?FZ=$ENF$eE5__Nl&jixR(csV(DsJYCR3W>J=<
z4*$hR&#}fUvBdX8Sm?LGx{XR5zQD2mq)juw9(+Vk02KQod1}OJ$Q&n?t;rkf6LUz<
z%K3ZzTGG#mg{zURar_y`pjcm(ESA5RpG&I5)Q#w*6V~zEmgVmZ%FrFbn%SJOr3iq`
znx{nk-X(2f35{qY8%#gR<K&xYUOIk3)Y)-7eb^yOufSiX3}d9P!7!#HW1ra5giNZ{
z4cGW3%B1-f^H<_1IKsmEuv787<h!!FC+b0hCSz5Fn3p^bDqQOS9km;1!}w_>=XzSj
zzZGMIS~*YtS<=(D5-+!C7Ju>@9*>YK5gv7snuq3n51w=+2F-O~-M&ej!^-^}ctCji
zv25%^2~hNFU?O}ycS{@{Rgcht^{RkHXKCd6g*{DQkAJ@M^E{sl{8IjB|9wR~)%wHm
z9_&=nQK?3zM|h{jaelpc0^0aGc!N+(eY1Z~nQHp`=$w~^!BSkJSBu^;>&IjV4YvDn
z!uG>t%k9J|)fu#_#D0DWeMBWy-n7*+$%4MR`hCKC2|VbHzSs=yFv97rJgMh&n{YZF
zn}Kmedv3!>e*Jn#Bl#J)=`U~U_?O@z;`?5Iku0~_o2``u{oeeyJP(0Iv6pG|r3np3
zb2ODFW%UgWek@vZOEu=mJTbW+DtkR$XrlkI{u+Bki0QvhT5*1I?^1;iTw@VYpC=2A
zw6p*65wx)2(f(Va5LEdh{be%s(+gP;JDZJs5S1dl0cu6@gutWyefk8gj<y!N9*>2+
zda5o$nJ*K4S`mGmukaeL=Ze>g_|Zt!b>LsRsEAVMUgM>CW=mD*SpCP;Hh5-Eoh80G
z)|#^C`TFpUPO7{fo)=xFtdr&GF3Z8xyU}`vW{G2t<zM_!r2Fg122d~fa++>H+)dR$
zk(u{WnRw!@aSwOL-jUaVoE(p5xTXWO>)ThvJUV|Rrfq~p(;3%0|H*(8-%9Uq$p}UC
z1aX8$lT}!wx+l+`OJ$S3yfGxPb&HYU+idMo1|<j$?L0=%wf2>m$0BT!`1Ps|GVrTJ
zE&s_ef0PJ4t@s>|2hEJ%?)#CA3RpF8cwY9;sCk)urG1Xkj_%h8hce?Ylg9@KwK`16
zGklQHa5_-^$@SAC-t~B5Zl>3mXcVON{@gP$D5iRn)(6UfhVGkqQsB{^DAfz>!)FT~
zXb*4tb@DtObE~pm*($t9b^$48Z!pvFyhVUV#xQx5F{gk@d5bR-=W0I>b{xL(c&J2r
zN%HUSpC0qOmn870#<X0gCELP2%n>Q_=vuVV46-!~MFt8TQ)k`KO>6kPj!}gyqKr<>
zTGKIlB6@nvPR0Bd<H7q|qYijJO=~)4nflgB{U~_p%V<~;^y<3-ZQ}P9HKqNDtIPF-
z3%xxM8vLv!Kb`8wrxVviGF3k*vIbrfTWD;@-j)m;RSt9}9*?Hwmhax$WiY2$t4pZn
zCMc#8^Oo1o5FD!&L8Cb9Pe~(sEeMKr$&Oa6mz&`$Z0DMvE_xiP1<9GHKfHHkjz>f7
zp%+b$9L1|r@^LI#bYxRG%KbaPO}-9ww#b@~?-7nItd}C9q&~i37jLXT{CoFYiLvzB
z2hh~kvtNEZz8Fmp-_U)@?yC{ncw4UBauFIkCu=!g;LSipznI?gi0BtfBnz=FRkEM4
zH|N)(=SoZ+e86=ySWtY6nl?RBA8YU!4cVM!G-yd>2fQ{}N8>#Uo$DH*(Vq7u&jNd`
zou>GuHEnvX#IoqoP&HF-bc<&J522~vO}~wl`}K?UUCB+o>jy^SzUB2ZDjn@vPz`}%
zU#1)ZJ!-LcvCc95+R?8XIS8y)jzr5il*}oe8Jran?T+L3Js0(0?&T}8l)csTqgPD5
zy40$5?&N2QD%L&YccId|KQ_~*<xfZJCoA91RZ{<l@5wY7XIlnqUA7`^6y?3}eKZGd
zNgMHe)^j{_+RrtzV%svO^!ATNgi(Bh97Joz&ikcIC0PXGLGM4WOIGB0;K6ttye)oE
zPZohpchuV)Yu-{j_pX_=;c}eAbQMi3sCn6IA%7*NUPKx7fV^GjRs6J)HXdVqCBmo~
zQgq5O`$A`E+`IaG+DX6}V3)8bRI}A@FvoQ%B+4Gnk^EbV$jHfSck?B1;q7D3K1&$L
zuCmX9PEo$URG$d?M&28!u0!Vvh}4Df+o_+2-7!C<m4m-8u@eP6dBPMcw!ByNSlOqd
z0}p*YaWkG78sKuYp~i&Nf0b5=8B^+mzJzp<r6k*`E@J9CEpF+tT(K_p8r*AVY8OO`
z%ht?n*wI)l6SO5VGi>(tSdOMffiH49<<B(1i5V(*Z#kb9@zb%BxL89w=U}-81(lA+
zlB+({<o=YnyQT@;|85XPuX8eSpslsV2Y7A~Z)?ZQnx}7{b|mL$YA6y9HSVW>UnGv1
zPa`uF#D@6xKEtq1o8EW~G@3?seLY8EBpdsGCwfukU80%zx`#r&_tg9Z9-WP|rYq@0
z8q3Ba6~+g~+fhuU&V4LvA8*s?QGaeP9rSyKhTrm(v3kpO<|f;ZMOK9Fj;E7ngg1g8
z8CO5VRmV~eT)p;pJr6RTV}qxZ;lJLiNDT;j{c*CtPo`e_)(kOL?pUqP8P!y;G<CPO
za%7RnUep}agUM@xSoYK*giO|5Q}$Fm7W;lK$GW!likE&6Xib)U52~{C){S7{ck4Gm
z79uRlh^*;FI(F!OiK)CFWz4(2t{$zrRIwyB50Jeno{yo3UjxtCy;uCoQSnelW{Hc8
z3y#KObI+Ood+&9m2(COsw$){EEHWekDv@n?@p`^wYj4V!&5v!2UoT{*-*Sy%iD?;Q
z!BfODdy;H9(~%#f=$`+_ynHmCc{J9CD5m>fnuxrRb<x8)5oHv2#57;VftEALls(ZE
zzfyS7*vmEjY@c>4RkUZ(rXQ1WW#Tt;nc06{Pa-x<RPUoM@pawDBt-iZ(MhNKcsk)V
zz|lQ54}IcTw?(|#5uUf7qjIzb!OtN#llPo{k+fu<Y#+~{QRiH_Dt%sboDGX;r>x^z
z+$aq3is)x=@2jDgpb?aLnySNOh@*NrYvuDS>l_}{k@+o86>83=v)A*~wcPZrP>eUi
zqHOHkzQ=Z>)^mH~P<7*ZS{)?+>#5R`Cv6*-+Sg-w1&e{rpcci1>!`aPBuB4}=J)qW
z&q#F9TEmD>;99KL^;jS6^5o>A_(VNc=U5&=v-Ndvf@Msj^h&W!^OimTrm*Iho14u(
zdwGMmCK*~fO#}*!c|7qddk!We-dpcM7n!EnVtL}<@>u4lEi9ic73D=^t`Od3v=I{e
zMtbFXY;sh;mf;*6b#HRgIaZnow6z0mj9>h3v1$=zw0rVpvH^70k;jNF<Cy;$uVRe@
zZ&-SUU7Tw)fqo-=y9EpRuHNp<BkiLo)7N<{njEQvL8JT|yYZBj)vUOd?-1*XH7WL<
zH&;B@uy+dUw7&OOPb3x?;T(^L&x!D`QWkIK7<hfY8J!d($l~Af$Ry=`96d@UuXAE5
z5nuPN+53quV?KGzc{OF!8GAG79G!jGzh=iHQ-4-3Zy)OkQaQqc8l9kHIn~cw4ZI?+
zjpB7FHA1Z4{n|0@gRJ1o*Js`Q{!RYY&gk*o(41o#;ff`x#1-G;acLIg(#okDnzPBM
zcX`{oCzVvymS4IQaneB_Q@)1^{+^mH=s4`^a&)CVsPu_@-tly*SA@P?A+cRa^5!Be
z;+-t<^lCA)oIMaNFQ{i-YD~SJ;iqpREzmNRfDX1OldCs87K`n6$Q1cD^{_GN*-JWk
zgqrTHxAuJEuiQ<~Vcm$9Y$`03*qiC;>;QR|v~`4oPuiC%9*3$}JU_-ky`Q{uZMC8u
z3?-*fpD(XKL#}XA@!w{YP`^B!L3Z!w6S-uL<8m{o<|yVpJL;zP5<_f(=UQvGo@ofI
zia69XO0*`D-3KXCL-)zOv@S$3)Enl~LRTo7f3BtAaH5~K{DAVE$!fLyQ0Vc~j6bwL
z2s#kY(a-%V{qa?y2+w=zbK?2_nKwU7_prYs#w>1~<FTF&q6SWy=7h{SU5vgX(o623
zlzF@2ap-(A=(3)XE<e*G(d(-6ivKOH)JWjQejk`8_|MI&5obf#hg$xYUGZq(N=@d;
z)fCa_L0YlCm4dHr9fc@gVNNF;L#9{vlvg|=bqb?lGon5mQIDk2!JbNYNQpyNJPysr
z!Na7ZOr5~JIM!CE%~LfFcD40p_2#^SEE7Lvy-{BgMYzXSue{=s&|{AeN6mnaf2PM>
zf+AX(B_CTWY&y=~Pg)#XP+pm@2Ab`iM3ZQzS+>Vn!$C9iCg*hFY~<Dy*cca<ppDBc
zQ0tz0wXDi~d-9iL9qEh2Yq*_k2B#|in7%L9FGhxzt$i9<LeUu;h2ImS_sF=D*bPsr
zM)oY_ME{zu*HsT9Vs<Of?I*g1ZiFRi`}KsaHQ}tr#;T(au~XX9hUJtuE~It8yQdg(
z1~uBK*lqq!dQx<rZp35MbwMSI4jwp7C$DfS&h504FVcF>*RoA7_*Ls>JT+g-PZKgK
zy>Yzd>7|q1@kF5#H2cqVvd32i7A7vq`zbkuo{2V<*v;@xdheEhRAa&Bk*A>J_rKoo
zxAl_FX=87{_uQP)7en{1^-gMH1k^UGq&0zBW-p^vg7eV?<!_lD^OPY*Gya)VB6_~;
z1RQ5{@?Hk_5CimifwmLrdE(P(5)IE;dRqN_*(r4y2xEE0-v4%b+OtUuTO<k1)JwLn
z7nq-KD^gx*BT@{*nJXZguZ>ZE8*MVTc#3jG9gjo>is)aam884)pVJDEnSGk*buX<G
z`<_~Lsq9nKE0dq@<=W%no_RF=;tdvbBOE*bX-pfBC4P>mX?Wv%=1-erA>P3ze3v3E
zS*<w!w-t*&y+q*Y6JKF1@IL8qvX!Fa?+7klT0PJ)8<IVzvV?{POM~9!oR^mgDg6_*
zU!iy3cXwJF4OT@blz|q12k*TlVOWh=kFBj(Y$IE^v>U{J>bV(?FYTl0^EDhX=h&0#
z)uMWFbMgb(AwvyMd(}AM{%`3oyZ9r&zHN#3#izO+eyZ@Tp&~md1Z(`;gR@07Y&5<F
zIY_)ioxG_?8NG4N#MBl#ynQmHcwzFLiCgnDFa7VVz5Oke$_14u$(w0H9h#N65`8Cn
zuA?54+imiqNsuM#tw>w(M-NB(ds_4*IzKYQwS{i-_iLW?bW@z=wIOf4ryY%HMr?sx
zudOce7H5KaoM`ni{S)i@7Ebv?CC(obCUlQS#q9MlR58t4s5Eb>MD;SsFxdsPO@!<W
zFMz#hc={!>2MHB3JkTrmul_q}8n`c>DmK2CKGsPs3d&chab}&^#*FR3wm-cfm5J;7
zsl1H%40$KJ<1J;TF>x4Y+G6L=I5{!q3Q&5jG`Ey3#J8u;ta#qYsN8MQ2>5QqN;N;5
z+?DjbJX)PU(u;Op325g~Wv|cS=IdnfiIR~m^-wVVi->~QRXNJq_U~yMw(ux8iJ#{<
z%ax_OF_NKiTffC~vWibxXQ7V}TlFYeu*j~CW7}e{h=Qng)Yzyq$NKUNKZF_p)?U<6
z{s9}G{SZYGzf4)Ji0{roNlidKP-UHHj<XkA%<pBS5Z@D99Ck7wyR7T|^e?^}d6RAH
z8b5Iy6?qx#Ae@g!`ODScCsb<`+xHC7m|}1Y+80awW8$?(lUJD|?r0^?un9UPq0D|=
zw@d&S(ZD|?F0%|>iLn(G%C9#IYuVgbyOw+x-xIGbvVb(q@!=7Y;Y6oURfu%(c+9X3
zo$99^ow6no=Z*S)+i<ZuCDoY5ql)vLNuzw1yn<eQdutOqf3XsCx?%V6^r?2-o+3g!
zK|Mmbw_f>S%5}~2=u}?G;o$4TZ|d?RV)b~S_EIHxt8~CU<lg3Za@Q2A2#yE|dM)OZ
z9vSracqDK<k!D|ZE6&UN=k#2Ou&DYX%|(9zd#yEBfO!yig0(_3#C}!}27ix7MeP93
ztkv0}&!7X|zT3(lJt*jCP&Z7b4%u9Gx>3P`R`e@mlrcXYkJGw#mT{6@dyw#Y>4O?^
z2G7%}=ZarZb-QS{%-X)Vqcsy)w60VDb!sSjvqhO>d7Ykf?b5@(;5kr_CDM#5*2G3y
zgMBJQwVs6MMV;G|XVB7;(b*v5ded`^<`_y#su!n)<Y;Y__cK_}Qp_pG+6{WYZC$XZ
z$a;$+M<dDh%k~IbpLh$=u`*3>Qg8NXw89bdcFniw7VDD|ZKRW*UTCf8N<)UwEb8_k
z-Xu~XlhyM4sj45RW9amnWBPIO4&$jepg2<hg2jBXI$sb=`O$b3O(I8YUg}s)EMD1~
zkF!Ss-!N^;I!L|uaJ27EKOvbDXre6Glj(bp1mFEgs%WZ;NfTOF{V2-lfR0LGtCRd#
zsiH<`ng>r0B=K$;lk8)CK4x5zcVN|)ckdXUqu0)Sc{mzbe>{2atYFMZN9rB4j`6hY
z#QJI-8SPN}6n*BE1a{33=TK9UZ>kIfeO5URf}RltkL54CG9fmv3~wHsKTNhRMs(zw
zGMj+D(|N|jI#jh=46eHjt!(F7&c$S8);-%ows*Yox3or74Stxo2pu}l(vXj!!paVP
zaUK%Nnm(R>C+g;-Cx0Y+)XF6Cyfu_mh96Atfp4dbucRa5yfJ+9y$tgV$2vaMkf=~o
z|3d>q(>v+^WOepKI7&fsVCJze`#GbOi@A1<a_kL)1M|u*bw`h4Yx`hJTt|PGXqM4g
z+(oZ4JN{!^ws);&SvqXWc1&ySCHrB@3X^lm_GZqNM6gu0>p5f4AYNH{5$v)dZx`Fj
z7*W<fAjc}tcTDx5Vjug`4j1jhBQ`W&XNxpjzRKhTj+E!gj`=x0`}8x{Tf1@P=b`_W
z@)D!+;`c=$LCdRYbDyb({G9$qH7>BnyW&O3`6`uHVjf&a1b5{uEy#|uZmlfPGD=PA
zVm(zk$2*O9Y;-M0bRV^Id_9ZM=RF5|VjGc9PE}LfMLtEd#2!zz{r!-&W;d*@q&iyt
zIT;bMGj)c}rZT@>`)tr?<azHWD$;|1?-$vb2>Tc>j>?CfTW5Lt$H}MKQ%3xJ5BY&H
zJ<NKs#}UtE9o3mDt=THJ%LHAg9FDAhw3d6LdolUw?8-1o_3sUgwR~v_VtwZC!2+ST
z=17Pk{ym*&@uzf3%vV>xNheqTJo#|sW)<!1Ng*Hma)lj9+CNVQ;{E`Y{O7LIB&uTJ
zLAB8+n`A%#ZK4nJ?_;~pnQbGe+VNIQBWg10%-7GqPLzC+Q0=*DF)fV_Kc*+nSB=U!
zT7Y>H>vh(B`MX7<jA*I8sjdjlx*5yh#_!Ui6V*jJyM_7lG&}t33$7YyST)1*^`t4H
z$q~{k{5!(mTcu8uAK)fzHMW^Oc`q83>Af{~%uiraSH6CJE1|;vGGpV<$#Xy>ME%at
zEanlft9!24TGbNBUU}^!5x(n!2|ab$b;PETecEb=(H~loZ5<D>9?9!g<I!#p{LVW`
zFGM<gbfRoqha**VTNzErZ}i2|`*U-RMLP?q-?Za;>IP&@>h7TrSJw>hyPqz(<DiYj
zcw}!Wuj!)Q)5~-bmU^NaZydjKug0mdSjF%1R6+0caqj5;gqU*3b4``pgVCl-i*xbm
zjFVdVpVmDQ7R|`Fc@lVQ#6FRB8I|Z-_H?!lwwio!jwP~|xl{zSgb4q~$3K6WA|~cA
zky%{I#g9_2#Z_&r%5TfpCp-3e^0fKt(eJs+V>q!U8R_*ysMDP@!rxBu4Dsl7#7Yh_
zW4)F9Ol7TpzJ_SEqvxB%mrS7`>p;K5{ppk>B139}FFJ7JZLiPo+G5%6FK8y6<kVwZ
z_m%eti84%Rc|K7EY0eXh<f)K-*50UCsz>6nmN&4Bh6-3lW4lt~s_s~vIEqXAJ#1$@
zy$*3t0Ucv&HnxSqdrE86!m@xw@oT$l_DqiI@vV(Qd-}7>w9;foyXVq;{_#|cRlfL1
zvIuJxsWaD4U8D5-wI_s~iRaVT-nZ3=HM9F=(q?3C;*~s$ujqSJ-vaa0o~L!}L3fru
zMVqP<FYA6~yDm#L+nqk=`rFfq4s=FgpIRFKtaVkM>w4L0?d(~W%k!*{&UvMqgf%lu
z9q|?W7fj!`qRuTAk$!D5qM8_*BR@@XEl&$)52+@_#MKmVt;fWBpd-_VkNqSe`Z4JV
zy1kbwh3B9m<Ba}7>WDz07P&+18GDeBiq`Fl9l4P+R#$lsThEq$IEQL<!&--PI}2k}
zISZ5GO>`DMKE9xJ(0N~#Zo7BW+WY)U9E<B+B)w7Qk9W-6QcEWL>C`=J{qi1>Q7i6K
znLoc@8r6kC4Ut}?oQF26$aO5Ec5qWwY)_LKTgBL3#kkNAP|5n3BV9VGt+wDmCxC+)
z8BpY9(pl09^yXa-m8#_TUhlZDRlO7*ddbk7<yyvQV(O3bw7Q**n^iHi9_ULv-)0Y}
z8&P%emVQ2x5_r2*Pj9Dl37$<h?0jlaF(NPdC`k-`USy&kPTAe_vFL;Z&Qll1#0d6`
zMeIq&o0@h@&cuF_F>rc}rWtYKoN0f$iRp)ITLE;pPCtq@^2662-=jDBUO6sS#q443
zDBqV)J$G}Zg^1h@XCS^z+{$bs{4VAuWf~b(__}SKbhgF(R2ghH9w?NJ5oxlN@`H~P
zGJN_r9{;ZEo&%?Y+dIjZ(3J>}?V`w$YfP7;aj=(-l|qJyboN5QZj5qYk6nqVL0pH&
zsadG)E|6FzMDtec#XjnCRnVg`mrxD2osVmtZ**qnI*+uxyND{p9?HI`&-QM(I-@vZ
z&WdqJcHobgLq6O!%8W5+Ulbm;V%}CIcF+8DewOKc^fOg(b?fH69I>W7o-Slf(Eak$
zh`ZN!m~7LvlB-CHkne~>)UUwQmtShz!fic6$X<kolTGmV^Uq=(S86NdbYE$Pf6=t%
z3bpv=SgPQ~*&bZ&dMAJMDtQp?N#5+1DD`L$g*@NrbiBM8CRwUgE^!T>4t7%~Y0j}w
z<y>38_B|1nd}fkK7W+iWAk94(dUna&kTWQ`g^si}Icwh&A<CA?5IvsqTIit1Q&jD9
zfYvEfBU#>wCy8&}6Jt{cks<S*sA2`Kb5Fga3!L}|rKQGB*U0BQhc}I;iSO|^p`g6d
zmL1!-?h_%<K2W%b^G>MhXKlp$@;>wwXX}iw3&)rI#sBk_kJCM5I%5fqaHxt&4up9!
z#I~^}Vt@8r(#q$ye6BgR`8^&97SeKOd3Rk|d&cHM8-LChe6x&BG>z_wupr0MK#Fi5
zO*SmAkbMsG5lUX&pDy%a3JYfhv@?pCQ|6Qw(ydoKO^9Rhc9e6?l#niFe`|ee5kBjZ
z55`G|oNpN46CqG;e10Nhi&xjUVaqB-NHmLqnL7D&NM^0&|Ha7mosSYBlNV@x_j9e1
zd3IEmV-E8unDv9-XLGY6TEI7BzD*qac@$U?B!_93WWF=c&M6VU)0)(H{mPX`Nqas?
zS`@pM>vd?7zH{uxuw?B&m+}@CPIZMU>!;NkmBvu{-{MM)N`4bM&Zb>_JNX9@-+;=0
zc1(kE75#55AtGyW^9>%V_OH_a=wQ(d@_uabbH}maf0O_Hm&DWb)2>aM9Hm!G(|85t
z``%2uAfI1-mUy3BU!0{FMdLL(SMYrCB`tQijI4PS>Vf<sQ9%{wSoipMifLZ*N_<a*
z0biWHdLm75#3(#}#!nbQfj3V+@Anf5dAsWLSATHER!0JQ+9<cgZ&1?+4;zk&(fuY-
z%qVvmbUKUmR+4b_pFF+#%jBoG_RK=FV^>piROg7kNmR0Krc3Y_R^GB+P>HCLNVt_d
zuCviwJV7r3aFpuDoG*i)@o=V#Y+~2a?kj!fD5_Y4tf8`8^5bOD6!S3wn~EkLTeOO!
z_}X&Vq8j<A-d#xNp_<30XU@l2T1o9;qjLdWYG;uwW$yOPLc{IUBeZWfTi|js2>8H+
z*F=7btaQtF8jA;7JQky~>?_?v)N7&Ms}#qfJ95_!y9Ds!HE&m)Dt0<8Jx82+)QTu#
zne@7&=Soatx^XRQ8@<Jygih05)u($M@G5qXsgCAh6912BMVJV|TSr=GYjt=Y4|!_0
zX{(;kC9JszOdL%OnYlp`>QSkSEqMzyIb?N(L>!T)&DF?D#8evJO@HGU+taYT5_5hF
zG5dkDC8{McBer?L^bo{TddTSSnT2a1o=-969;{`Yk7JHctd~lP_1@D$^zmywfEJ@8
zzg$f{tFB1At;ZATRdNc7N{KTbBs4!xk{shXUeAL^zP-G%mag`BoZc1j>)2W&W#rIt
z%d@5T?J#bm$^Em-JWT8s>mdK`Jy&8xR5Ymg^iH-oLpOnmie5QG6fcVo(UumvkvJ}Q
zcrDwWx1$%;Fm?~J`%`kSh_K~X#d^61gTJS}imFTEM-fvjO)@<L4_c25^vg*vng@h-
z>N!2(94<pksisnUqF!(EKF8ZQsxcsfZp)s6IO7bDj4CJ*A(+;E#4}_Ns|zB0Y}={f
zSL_^pfSpsk41I3D!J{ffgle?6-ur}D2cAkSL==T=<v7sheWIm^rii6<*X2-YVzqG*
z)5#5!rn{3pVz0!$n$-I{(6Xc)Q4b!R(NEKIa#v_ZYInv|9Mi2!YirNT$jIo<X=ryG
zNy9A&>HanQD9$s4d(tfS6t$|aQb#eClG7J5-H6Xhy5+lKWF!8U_u6#jual(ykZkk4
zH<*sCmk=+Rosd7ID=`v9gY;IxNB0u#_M-_gPl-fVVkGL%`#NbWX|6M}|1Bhnkk>QF
zW10VLE2PQlStr%&L++N{b`hm@t?d<i`Q}PY6}m>K7OM}LiYz>nI{<22dbWQ;%oA%!
z`K<^SZ!cWA`wfeTUBuFm%dL^&$-nEQq{XczviN;sWVX*+C&~9xY|NI#RE==qMXAd^
z^HlC!{%+EszDE%M<<ms9xNoSWk;l?cHS!tgN2AufyQf}9o;rFqR4gwMy*SrVzTR9*
z#+(JB`s9VT%lt%$%s0=O^E=7vsoEUzyH+QD<F%FZ+{l#}m3DS!4MBbuNsQKQOmntm
zG{U1kq<?>Hf0+_}dE27dQhlBIBkRR}1g)rb@9RoLAMLEnI^g(Kk{+B#E0^fe(oRw|
zocV~#xz!Wk@rTH#wtI6&R;b0n5h|Uc+}|_iWz}oq-YXHF+!MQ;!yG+Tiu_;6y`q-K
zf(4h=U-Qv?U;EqX;|NRM8$b<^{g$ozMBQWGizT+75f){Vc>dbdu6^tH5f<6a<(V?0
zD0(@Ch@QCAyu*w$)_3veu35=gs`9f;({SPmS$A8XpBkLP^TxD`$Iq1riPc-zBnTw&
z`>j#MW8rfmEOy#Oye4Cmh%x)8<FAp~@71%T9NUja-Bn01JD%vywcXN^>Yt|nBj0hx
zY!qSdda?7KIt~8t^0__Z+P5DIb?BRKGO(V5VhlYz)sI2bv*z?@cMGzcH?neT(iHy|
zoB=1~iBG0$*sDj+IaQ&*r%t7Oho{kv6b;9pzlJKV<+f4HwXxlGNj&VKG3#J>VyR+&
z&d9p8Y<Fwjlr_kw`z^2AXf4RE8{BRb$j>xx(jN5r{Ih&dw0@)Yj+hIXkHGWL-iC;k
z(>~|2`l<7;)I$u7A2#AoUmu8{y(R(tR*X*>aj(T=dW~^cjG3ASI~?i9HF_PJb#BEq
zF%t4mx02?vPS`)p@Lq~KnxMCi#7j=R20eTeQ^#f=EqP}2xA^lT@cv_~B{b~WWzS&T
zF%h95HpbSsr%#M}sxj4K44PeroG<U&&AOI-yV|$f*4ZDXd-&vdMI$8isNikTN4>Oj
zmrk@j^-F|>s1yAc?X-hC*aK4U%O`G*>7KcjT{Qjt0SYXr^}^-pM_!KEhgsLAT6!bn
zX~)Pdst{r6#7laJf1c_8JQs?c$;KJ*3Y|ww8d&$Va=S4Sc1%Z<iT#UFOCGOh3lVFD
zZCsn3a$_*lzYPs_w%)Uqj+ZA@lB~Yfs%*uYm%fYm-7_bDlJ1G?C-G`oohE10=XxjC
zY&3y#E^qio$XZ=#B<8O(#B&Lh*5vn0Hs-a%7^S=%G8&d+Df#R6RF9{te~vyzTRs;(
zR9^AApnXq-)+#4!u|7Rw?D(vGezZo`8*|#^RVFhT+u#-=n=~+|4|`uV<*%gXoNl&8
z$7>Fo+Q}-<t#G-fZH}Zegylp6GX3B-tkfDuB5|?Zh$)KgQ;v;&x<5~xN3EJ#RM}OK
z<)pNDScCY9qB+QUlYY;E-bTy(l`C3WgBBvFS7P+C(7q?8le(RH_3x5(j3psLC~eci
zgFRTALKn+cmcRB>{XO7d-?Zl9<VY!N-nB{xvq(%1w^E@Ok9zvxUwVAm|DdWJUC6OM
z*n6!!jnIQcahgn`S^K|CaWM8XMzthSTWJ@s98!yv$r42<knE$^3+}<sGTP8D{!@b{
zXP{9$>8&$9AR7Fa#82@qmVL80@tP5(5mUABk^e>t+c=RA?^pH6Kzxt&Qp_vWcm%R3
zOB#Vr?s_5*`Y3)*DgW_35f*$NoAZKSMU=w~lzWNeYMw_*BMY0Ya9i?XdlMnj?o&;k
z0TJ0tb`{crmG7^y@&2Q=ihgP_mn)ikj;44obu^80PfWx7zS*8=2fxi;$De0c%O&VR
z)(8!0x`}=J>_X>+^&gTw(LVkN8M&qXG^eLhpM-&coWqew@WIw){cX56#_wr@ZX|~=
zj|A$DDm-hZgyEx?R3Xz>UXk~uYm)m`zR+V~ui^Ee3h_X;7j`ajJNhsh@U^Cqr$}_g
zOFCD6n0!_Iow=pBL{C$Uged5b)7jp_cq>UadCOc+E~BALr#*e_7#k}{G`VC=g{Q<4
z?Z}#+qD*8)tW~ZvRvBv+VId<beOS__)Pc(S)YH@2^9_X^8KbwML<5JR0U|WSlu(AB
z5o<qddXDjD=I7c|damGIWovaA4xS^xzxm_Ux2Z<d%dtmMLwnA^!YZ!gflriq7v0r|
z$?ukY>{kc-7e@p0)v+EtqGaZK+`sxN$&k7YkZaGi9u0dM*XRXj$M?+9m`%uN=GE6$
zOc8(X8lQUlafNg7;1Tw?QSaQUiOJT*e(o9`ZxfK|B|Oj+UGrr+`S`!8l`?MeaZKzh
ztf5=RLMDz}3%NW_5Yc`KdG1VMftF8`{^{F|dJbl~j<6b>%6okg5+$<VnH*o{%2Fy>
zJF1Re4*V6r`mv5^^Bo=@{_Hmi)%>g_w8fXxzDu}(3{UGEwiv5N)_Y|Mt7ZU`pC`L@
zC(-h|tA7n;h3vdZO*@A5nBw1RW0FR{dG$qFQ6`$AZAB?4_@}hWeN@z{k0AE%z?CJ$
zn!>>pC?fEh`-lKXcZ_YvqSNf)E_Hh_E&UgV3A&8t0@|3g163!@%=`U&ayeS59*K;f
zuiu|@X5MR&eJx@)(5&rhAB|jMY%vn70={R?Gq-bYyxsA%QBTes5i`K*2w0THf7&xc
z5z|N%B05I?YRNi>XXv9)Eor_|)G$1rGpM3TGK#<P#qK71LXPW2LgX`&&?w5+#+)jO
zniRzx=T{1uB93Ch9J8TqPqC-Z-r1!5ER%68n)a&X)uLnfRYKO9*GpwiZ*Kdz6fu_6
z=%E<*M3}5bn)^(T!qmHFWVP|{v}T!B(VF44A4wl7I7pbVpqn!dBRu54kHw=bMaHvC
zpXKVcNt5TF-nFu7w(y*HB4S<zlP)_cQ%E!i4Zl0mg{)BghI`4CI__l6b4(m@%)XU1
zPZwpKlw(t6jR=|k2eNK4qGNRq)fPOROc&xyGF(KOcal#?79+M7(YpDStgq1RR7$0;
zWNKxfu(vyU)JKh@wipRMArV{tX}n(b`}Wv~d9GA?Kv(j!<}}giBYk<=5i~8tF&f*c
zrD;KmZvHdrX6Es0_xqQLf7mBLPN<)gydEsCsKPSmB)ihWDW5+7^v}tX;2FhnPpgmU
zZMD*TB{fCl$X*{my-im#73O&8u0uOXZ!4B<&7VD<v-;z~5x>LBoKB>PD5LB#SuV0N
zn%t!-$@4@j`ZbvR1=aAfBfYSmY4*A2_LUf;YPCICnj0N8$d(rH{2!xH&7=>_2rv2d
zYwJuhyo$~GR&Z_uZ5NT{m!j1rcA9IV_R4wc`704U(OtwV$I&zDhhbeJG|C6&pTsm7
zS=AQT<!5DmrIST^?BJ+>5LfCWEXwWmV2Qk@(z0#go)`<9GPlRyCe5_8GX@?UTP^=v
zEuPUH`;3=-(HWKQ{KU*TnnKgFTBDp3Tcik!oz0~a)bbsXOpT)Ps|3g8XJyLp1nlmE
zln0@r^C;Oi&4v6fv}>b$<D(j`%n|8y^d|{}MU}nLz$m6z3fC~9H*db4VifoOk|l^W
ziP!z*m31zPs6-`MG3HtyM^E>9OCy&^YkrDwY0u*G<S8NhU%$!!y}v7GjjbZS-+UFR
z-^Uqka+71Lxh{nf)p}>@jO*|*ipkql?|X|<=Sre>ict}yruAQmztCZ^KhC}naqzym
zT&7duDVBOmdpefvjdo$an|Q0vj`Ydj7;g~^N>dQmusais+49h%%v45d)noLEyExW#
zs^Vf!V)ARqsWo&66JL1!7}KHDRb!ZJu7T~SQ-2RxvN^@br!o06Mi)!kKIly6_vRIQ
zDAj|Pd)C%d6+^4YXZ|t?9G@5&BV5Cy?(-w%F_z*rT-p<2y|WRW&eW**E%-L3Q9T~A
z8t2(UvM_XNEv=hzRBN|qDQhwJ_<NSu&9Xz@v+)!o^AcyB{Zo6ctRd4$G}>42<!gQV
z+mxN1Bcq=kjf!T~GqX+X(Gvc*)^&m`Vx-><0e)62MQe2NR$(0vG*EU$ejmAOyok8V
z=}al4Q*7>;F8eiSdi2)s(9<v8!$(`BkyA|Ab$MqN9pWir1@T77(aw21bJZD0@Y&H+
z<Y2^4t-43dt7{w{Qwm)W(FHkzDz;CR>K<LnF@1bw9zU%IV~hxW$vW8y*Qz%>Zs0k7
zy{w+5lV|7<rBjB=5R_`=sE%Jb`UO;v$y$E7gJ=KxwdW_gFoY`CiG}Y~;<1>gj;9q>
zNX0UoGoks6)MYZ|=()TOIP*R>^i&;jWj(dOjfvJ$C#T|3J(x6vG)NiK%rPCW9jM|^
ztI_T{`Bde+pgEp1IIFDsuXE8EG-76w(TKWZOM4!Vh1d=c1v`g!x|6;#ZJ9hsoO?M#
zOKHlEVg-8WmS*}MPa~!fX_v%LDVrYa$nE(RtZ40f6SEPILx1*={80Eu__)dsTm}PK
zBt!5;!ibE=HlwvWugB}~_mJ75t5Z8Fay>yFtW8OaXmSP)^`)?b29HB~z0opr%n`Ox
z3*n<Gu9VNihGsflV((!ak7oAVN)?39(*Bu0r@eOHOe@<yXLXcPvFF=HmS@hdRbI|R
zgr_~H)qkdywv*nzE_kf%>+b7=&-r@JXQ~j-v0g8HbhY+npGH=f+*WA=>`I&8<OR^X
z+3sW8cMjR})GhbH8_kfXXPwROa}<hi>5N&<-Jr|Wt!N&kdM$gV54G}%B|X#yvewUM
zIBKct*<aAwja=hUgr>>#KPOMjd-PN&$QJo(NXdn9H%fd@i9+3ktO_0&Sbj_~|DKkt
zrJv{Aaj7g-mdb2LRRL!$)_l_1uj{J<#`K7h5Y?=4s>#XmXvk3YqN(L(Z`xQF?AdwE
zXr1hQKV|Ug$VZyk@5&7I*moY&_>rfJZt$p>`$#kcAKR1zuV0LJ##YP!7FVoFjUO*R
z8M~L|iynRLpT}nAyKYap#^=fN5#78F;_dg`r?`exS)elGNUfVWFuYs5vZH$`JvGr3
zYZzr${atiBw|n>EXZe_{=Zb%Jx!zXuW>w+D>%fKT_KLX>xn=sP=Rc@1Mmf*5Tv?`^
zW)Jv#B3z@LGV$B^XU<oYJ@D8if7k64zu!qG95Tb9rk`YYbnm>!$rX=aj#HgR{+{Jt
z$w+$r)4dIk@9|HcBh)!k{vKpkXLhjr_R{Oke6)DA(Sfo&KTLU>2<e!eYk3RMN>4<)
zWt+lz4oB-5zviZ&V?@fM-Agi|$<O(&c`uS#;8EQ|tYn{IyVAJQq7*ex{5at{Z}(6e
z50yszO4GY%R`uJcY-h~%LM2(0Pj`ehZS6#B(<$%u-k+DY^ENsBo2l!7{kqSS7R4g5
zqp|FzF?kua=3dvEHOew>x{166{rZ+sSDuKD1N=wL{OX$`I*N9S-ooe5L|RoKYP9fy
zO}%RE$sEPGjjEh4fEN<sjO~#B{FpN0j`mLfw$?|tqRUEY;XH!Y<dspa-`WROKG}GX
zd311KpWfIrkI=%SY6>&bnC5GHS@&EwzuIjXRUa_>X?pPZT-^SAq~7Wy_VmP9TkE83
z`Vly`t&dGh%$*`JuhhO!%a42;8CPCKdWW0^^JtLpR?XPIX}kt+hY6p~F!k~A8Mt&F
ztDVPU)+FA`e@3K0?GFuYClx(PtH<|5Widw`PbDxBVHqZ7<{*!Fo_r;i=6~3cHMDzn
z+Qd2mwAd0`({)T|P*D4vdh8qZI!RjYpB}%`qLI24ZAGCK`C!iAZ1LHM=JNirI{jOy
ztjeO?0(O@fRyreMKkoOabR|Ybry@T4{(kya9GdQb`G^7AkA&Sx-iVz9Vbp2!Ph9Kk
zu_^wZc%^J!lyS9ear@K*{PUwF%}zi;@}DF<$=Cfjx#c~y=tIpVN1w|2(9zBGQ*vc{
zBJ*06D={*<|FAIY`tgVgi#iSeHt9Z#NO%s_Z|W#?d}-P$=;wEPdJ)I$%~kU!W_;R{
zQzG(s;BUVYZ)Z;;Jj#(>pY_uoIQ*vG^`nOY`M@KbYXvxAEuw1QW9ws6eQf=DB3^ij
ztTCK8N2D2I<rS|9s0~K<v=Nb`CeOJvpBc@MH&}ZEAFp~XXxrEZEFmIlfUD%qJ(|9s
zb2;7;Z|YBG!ViqzU)L-Xy_H7Vkpm*~{Cu6G(L8Co;Y<23W2Roidd1rJwCSU4>%68F
zSA37r0X0vX=WTnMODuT6^hDG>P*lNUzR*h1Ck8#Yt(2Yv@6^;Q&$XOmgqPTNO+Q@u
zG*)zpn>cN{eOhUaz;pl@$q;&sb5z>vi5E&vYR=KnZ7rTcgOtAo-|;SORIDSY@WQEL
z%{iPIRp@%p&+B$iHg*06Jy=Acc8`eZ?fTpcXuB?Rcplpj@f@h5-m8)}_DTC&Ty-U1
zdWwyB#$&-#>gl_pdQ(c4aeye-&S}RKZR4?8>sp6g{JCprVqMTeBOCU0k|xeDxnJ~|
zzr6ZOilNBQ{V8R4**!(JE_0PA_HL45a=^x4Z92us{QI=Aio4gl)<&mD#Ry|Obir5;
zs&a>BTWZT|lwrTOeSZ{{dVO7Rta*;T{GT;;Eq$P|`77d{bsEJw&vQx7mDb8B)?}UV
z!s$sPOIS}jv9-cO8Pg2g_-PwAk?Amm$8i&T6|pE}2#7Re-j;WA1{(9Z@1(o{d+=gB
z?7xdWiyp4=_q6zEzFz_kI%}_Mj7MD;EnS}VwyhIi%UEEG#P?E(o`0*KN>8!_x4kd;
z9A3gl%pJa#l`A8rOs6xb#9sKd2-gsufd{W%c$W8^7^dU(HWZTl<NM#5cu3vOUnLFh
zqk;2~p(Q~^_Z2%tVp%)hpHsy!q6Xf|$I0UJuh9joLEN(zr!jXRwly!3S9mx5R1-ce
zcI0j(-YTlrlSV#XwK%fh=m0ck*<F-zmQUpT;3a=W=Wn*|iE%Pz4eQ2~j#ueD9u@1>
zLc+Oyv0WEk-%nKixQVufL_Hm<3e?%|Hj=2{w#3GMt&)<a<6B5Rn)DDp_WP-Zat0?y
zJcK+ET^sMv160-klwE_TOKr#=%Oy@>eb_r6OC!?_Icbtp!|ta$k>-C+_sZ9|hz(TS
z#q^tbM1-fPTu6<IoND|;aSi+nkC)P!*D6M(Nw)Yvt^ENlJnYsl>1NLo9(k0ldtxf#
z?XzZ==|+V=%9C{G`)2woIK2BhRiKopv{nUQ#$;YmYwheA`({X&FsT#3>ZQla{t_0f
z2=dQ#dhXj3jh8a6ETPd98GlEK3K{<-&6!)0^sTX)e`e-u#UJ!XV7=IBPVP@<lI)4h
zTM(`+A;U67r(3u1iPzVCkw{Cm<dNClHmf#ka(OG+JCPUibkd;gPh<axPHrqIXwtZ^
zeqd(D_ldjnehhT3a@=jLZdmr#3?2<NB{DcR$?QR*4PIPKn|=A-qagy2)+BGElP(@i
zE0*u&jMTD5aUQkkR+ptALKio!X|SXD$vWuQa2&mMc+Jp;m1BBg?QfsAO8CSed5};b
z_fJlV*yv2CWgRb(oc4L=okl3|_<J?Z=&9v#b|6NhX<L#Y`Z)2lpM@Hy6_<*awp&`i
zLYzs%3K<%ve{Io!UaESpM6@9$LjN5h%ii|tN`wP`5f0G>8>(|ye@LsPuG`kB-mHzM
zL61l6d59|!KIZ%);g)Z_m$VMC!4FC1V@@JYG7YqqZ#=ifm}I%c&*ajX6=GCVhnIYj
zGi<9e4gZ~ZIeSJ#Zch_^?j>aKcsv<+Il6AsE?#pw{HQ&aNOEOuEjGd<*mK=tG*+=y
zo#?DAe@q)<jP;7lxRk|m5M$B4;oqk9dv^8r#4$fyeLhK<w03KH#~B=?Nn1;q5pfNb
zz~ebcQ>;MKTPcpE#cP_LEAiTqubxjL`!cN}>)7hCKLZgFzxKJra}e~l`_|E0)PX)d
zeIw&j+_y+t)<DZUm&uzNmD;-4KRI6Am^O-WG=*6F>@5~~kfY^_I9d5dP~dm`JaJEK
zw?@4VPb;oOlp%7zdG*I6L$8t^<g`pWvo9@IprXq0=Y)q0=`Yi17jgF5IOlk)3M%<S
z>sgLbp5C%@+A}J@8cy;Y4Q*m65!JRxTbqN>I-e!)%i@h+W}Fmb^0~SAy?anbT&>E5
zJdQr=b^LnKr;Fs{XKM~~E83vKcl4^!CCs{E-^qzmJ;IZ3_Y)n@N$Lfe+xKsi<TK4-
zSs$ITc4!yuyiQ+?xcUqf%G0fDpEK4<^Z34={4eSq4<}t6QRW;py_$L7Ip?wV(W$`b
zLrFW4^4H1AlDmubH2EyEWLvay+@0A%1&wT0VZ2gneHGhk89p*)pDZ3nIgx&;c5%EW
zgepBT;PHISP5~+x+3$&0>1djOqt|;Mjf`W9A91d_x~@lDoO?@q{E9Oyc|HNrIy|($
zn^{9qZ{RtYOdI$47SS1JF@KDDg!J63XQ0lA0Bv?GR$RH$c%69Dqvc$49p|~Q-y~Fi
zmZMpw5j>nmXumJZrYoE=G0)_(S4=ubHB$Q9Vp~b4TKS2sYP#-Pwx=}?<O4rlvl6Ha
ze4nCE>*zRR=8H#U8j$*<5Lpi1Di`!9Mz&(_+E=+|)FfFmi~J%4dvkG#Kz*L-+8}dr
z2?WZNqUk_D1^r2g<Jh&J>w$_WYjHQ7DXA!-RfRluRj6@Fmc<#GJYq7m-x~Gm7Ghnz
zPR+n%?=ve!ug!N;C(C|_T65Y;nWn$NI{A^{rE`!*bZ$!@mMG9F+UW%6;yuvkkf+xz
zoxn53KYi;(uLJd>pAs*Bmtt-*6uHX1=UT-+MolGl!%M?3Zv^>%p6F#~0U=?~j<dyM
zY$MhRTUgsTRgUNSkG;ss;vie>2)Ui8M*R^^|0yAYb|6F!u^D7j+b05!@R~=eD>W50
zK_cUX*XU-^{=0Q-BUJ2@1EO`LQT6P{3Dqx&R;nt;9>^H?_oC5$@uSgDi6}WtSITu`
z4j-QL+$Ylx#B%Lgz2)|Vz3X4b)43DC&I?`2j-hqgZ&7AV=o#_SR#J!DZ7dyGz6=X=
zL@KpIE7l3|XZ852{vMA2enx|8I_=(bTT9Bo)m#CE`c)n#{fNGKzPV4s>ynntcq;fS
zimsl{P~`f}lGWWiLiRYMZ<u)ExdR%kaih`Pzq7v*J^iCerjenqldjV=%W_YXK8KwJ
z@oM|$^jz^+@{UGUq>hBK8R~p2cgIlqTC)f3dm<E;9f+pT=*^&n@8%k(jz_^v0`)Yq
zgXjI^QCNlmpTl!XjHpMm#P`IAl*zH#C3AlHHt`Sp_Vjx(#^bq}btcwWp0kws*}hxO
z3XE|x{urJ_AC`C(dY<g>iPlb4h-EBTM0P-x@<rG48m}Xnao>i=LWFF&9nHY`DoHyt
z(KVS8PMUL;=XKtA4bj_aMdpiJMf9@P0Uojm2C}2=?!A4x9_p2YH{fS%I~|Wi4#XE&
zjJ!tdOoZ2nMRH~T*VFDmCTfXW{k}6kTl*UO_=sGO(Is9X&BVes)E-{#^Lbujk4-F*
zo+@zu%@k#QFr$LK<<Z^)K8$r!wzxx5O&+tPKL3y3QRrC@rsT!<csl5u1FZJ)G=gLO
zI&_Qp!g{L68z@4^Tx#n>>~^GoWqY-tO3bB(WHcWb`yBP^;8`KNo=f2lo?X^@=?E#W
zco|_<SIJR!PyKX0T^fIx3TTb2GxoR1=mI>Lza@^K>!yz9&HmLIXnE(eaJKHLX@T`4
z&&C``&IkN4eT7r!ya`VdY12h+{Gq4xc;KyjA|z-ooA2-U@UT}+C|FrT@=?+Y)QaM@
z*Imo^)JSaVo6e`#>O7wES4=^CT+qf)?7PpoMr2ymBeHeF20jdtVJ8jc{yePSRq`6-
z^GaILS!<cw%ujG8b_i}N*9=RY*EPn9M8@}cnvoSzU6ouq8TC4byD@P#QdoYb5H3><
zk1W;>9!a)E?HG=y?Y&a?Mr2$cCK(}aWAZ}Zu9S1I$d~*!=^K!KomMHDn)g}ysrE+i
zn;o8OkvX@qei7w}!=a)&huGB&WtlOm`!kOl=bW>qXjs+O)X_lp-=nk+3_oMT(6(%b
zem<vA&lUV|d_cUfng@}8sJT?dIS&o9tEi&fP1cV+8&sUArp(_UUfZ=ik9i<(M=zZt
z_D#xXsM5427O!!*f`7^`dNerukW71^De+je=UDp^b!wROyw*9!x8}dawDS1S)Gd7E
zF7alJ?>Ik!_!Mbo3df$vN{eCWmykg@_WM%-Q;!5x=Ipf?*BE#C-&$HxA_6?|r5Pne
zU8W<pXo1qYX9^JkQSG}kef@sMUD9OIP`V2_WcB!s??XDVcXk9_{9DusTIhOD`6ix^
zKYdLPw79*EDNiiw>G{Ln?i*jWkdZC6j1_xdTazw{fyQW6$0G0-nxTzI)0D_u6Z=Lo
z*UB2Mty}yCOIS32|EI)jPZD3R^LYHW`{Sbf1D`n~dzIu=m3!>r?WDn|iqkd2St58r
z_?S9XB%&#?{u%N~UynLQBni^6>Kdt$MmW#Xa%2_oeM&7CAv%v6H3de9kX5LLje0Oi
z6Z-<R(>AWdMb+n6la>4$YoaBoF>P1UPB@=U`-4W`VU$Z_ucrMDib-qy$XLVydq-hJ
z1+_0uSD0jesXM_WxMy8sZCI|obajkJ)1-U$3KK=_s~ICiSWVSnmE~ZbgJdM$+fCKa
z=(WXPis`02SiNf456fZlGqkYJZV1IFZ*Rk6vt(^gz9y2kszdA|+}AF|D`y%53#&Ov
zOS6)h;Xbx@v0TJ!r~I}uQ_E|IWFAi?@Tf{{HH!AW?{=?|m+zh{Eees(6@}uA8FA>l
z33be)Jx})cw6IWp6_$1$QJ+RW(Y`xM^5IbVIVNf9a%k_49rbKt+QwAMoet|fw14ML
zB>Q+zM7Crm$cJSg)>~TgQDZUgHX6y!ih}BS#c#G*MIINtbUZG65;&@dQg|eBT<_(n
z=Ss{?ATsOL6W5+aC-uf*XKPgGaiYqWy<=x@%qu-q^7pjphF$HQvvP(7CTC)KfSP8}
z4nTTwV_WKJ&~v3lC-hYxos_HAvwWY(_A4z!IlB~FJkGv)H*wLJe-iUv8;eB*%N7p~
z8nbxu8n^IB7wD(bo3__1)|v6A_wb9qC&onGQyz+)UySV6XsBm0@1y1(f5op)d{2Z%
zedDTNsDrJ>!ShEwTaSz@F%FY;ED1Rxs}QJSrU?V8j<)urjB(QzjJ7LfzF*ON7OMMq
z-70GJ#{BRtt4KeZc*>>&)1UG*(fY^a!9dMuUH9%h@V*o>Zu*k!DfxI-_-R7bnhiBZ
ztu5;aCM-+;bo?<)+g6Z0DT)=A`>Xcda}rA<z4}y!don5T_!xb*t(mG#^!;8JKH^+W
z*%zxu-<wGsd##w_rz$6TJ?eF__G+CrA^ov69*o!2I!TnFm0nP%GI}-A567dz!YLx9
z?#kXYA{usLfsekR2Wh>P4<fsqQPM+$S3_lH%&&=gHliI_4&uS=sb?HoA^m%FyhSe2
zVjJkiek7l{!_Rv+;jMfBROMRZsD7P=#Wr8B&p$sN6S*HK^q+}WT64(Av>fd#FdG_e
z-m5>4<{Z39IQUPAXRPKH?`(lTj?Rm#C$uMviDfxDXQ1BDrHr9uhG<UTZI9f%)J1xR
zZXNRhmZK*=FP2pQq@F7=8mnELUEQHZlKVfcgXl8-hb=7hm?7W2-pHP-)xxCeSJc5*
z{zh%Rn7B@UK%BCTyW{sNpO;tAxLfwZ+b%;8e`*gW`+M40@Nhp*-UXcqcd!01btj-5
z)#ss(_9v;gRGreXkF>8Gwy_eUe>HhRcp>l2JRzeQU(cW$dm!dmKD#IuJdjM6&o78Y
zb*FzzKH2^BC+;|-U)0uXt5@I8*@|r~GtsWdox?G7X_1@wB2`j|fynN(b0x=fFuNM?
z5x+=1Nyrj0+2v%L4goC5zbDxy*L5B6pr!v~!t&Qdq1sxA56@U9cJ<x7`dz|6XWqjJ
z(RUZbqv|P?p{w-!i{nw>#P22?SgU9^{W&sDg$hmlMdIWCxY!Eme4x^XTKC4KxEM@C
zUf(8d!vxDq;$Ve7n`DV;xvgyV@sdp~6dU!sq<8O3_VT9-(nb3BHwg=S(8%PWY0lZL
zSMsX)$(GBf&Y*ow<iWHb0Zqu>p;jhw-&|~rPkQh=#XjUWZYIhw!wj0mS=KZBV|D22
zM5)W6P?nIm<?qSs;w%Md!W3dM(#)P`>cPIJqkFx<m6(H6UC8Tod3xcYvQw8VvrZtF
z<i+}W&-`IbA<L}dp)Pf3p25?q9AxU;Nj!9K;w#fnF_k<=#1$VO+4w8e1GK+8?<wog
z2*tU6|CF99{v2EKK<lTq?Y&aURG7^mhXXxsU;Q@m3)bR`B=f3NpRqbM8qFv8>gt=6
zi~mECD(G_w9F}pS>dcvgkCW}Rs#5Dzw4+x_lb!xE;X#s+f7Rrc=tP_-?#%hQ9{Gy1
zdY*@wb_4fV{{_(~ak2In;SJf2Wh$CWUI=}@eA)=w_>Cg8=tuR`Yh}U8E?oGK8lvYl
zDuwaq_ej0Jr$$Ad11|*6jLsgcER@o}=Cwg#X-$vtM)HdND!+}+ETs~J<nB0^oT~IV
z&b__N8mIQS^?I1~%op1)>esBi5?ckou9{p*JzsN`k%?a>D*lkZ(ml=2Hf9a;9_X29
zZO3TlXI7{i)T6|MVWKcQ(b*%*E_BxUuhZ2C6J0RdJsB*Gmu|Q;!X%r7_E3-Oew1m|
zvpouEh;Ca(G0H`;e0mh}c~!T^A7_o&DR(FF5IZ8N=YJA%&M2~8{??o+q>VniJCmOk
zcV~^}uVcMi(?~slXr~vGRKdyT<g`ltqm{ZnbrF;ndd;UA>$zCwpqFoUxho&aBy*xU
zw2-Dwa7q<9$yQDP|6Q6d`wsClOZ^z%W2-jDr5uW?dXa=5k076fA{1*oTaNMZ<}|7I
zkF6ovcdyNli8qMYa(uwN26Z`{9aEM_s8UNGn{U~w1MfT0uBHgn%ZLu>2md+LyL<CU
zNe7-!o(36?tTRvFS8mJav&RYRY;^f`Km&SXV%@!_DdOMyTjELW`$xwcZ>n!Wa?2#J
z`8{)OA~f$NOr9?B^X4e=|069}KF=`G^T&KW!;*0@L-yBGhaD0ged7G7k(Uz3WcgWh
z+F)^SPWfK>Pvq_AG|IRP314H&zlJN;_dh3FoKHa|b7(ZO$}aM|u2as!q<V|??0%iN
z`%Xd+)qbC}VN9((W3DA?X^M#WybswrS4aG{eH~dzI}7Ai@<-{@Cuh^9*?Gu}|6ipu
z(tD7d#b@k|H=2E(kU_Cq>0dm2{OFk1&O)ael6b9+jtVlps&vF^SG4_~-d@uv?<I-n
z&ZSs!`JVrkq!8=#B+=*pnsmjDL?L$7KT6*Iz4Rn>2pUdj2Hi+kAEc}5OT3@HdzL=I
zPNKgtdAs<sKc~O?^Kr_1{x(%NKTCN}YObH8|IttR|6cv$)jzy>6TQ*;6mWf}z5jBj
zPS3k>F6iAvMJ5XKUDlT+KDyfJ0rixQZAPilWBWFaPt&u=Ymi&BeRCyZqtTvxJ%$*$
zdzg4jy6eT8l}GEs&Gf`aK0ps;<9o(%61BktR+C$!Y?i}iJ}h}5wgEke=?zde^;P0n
z>^fN`>V;%8$)7(;-^X0Ar&Z{|O7553`Q3!^ory=O+L5Q@d@cP%cX+&bR%dhVGG1zr
zc8ABy`d*g4wS<vFX6hx}5#eQCmFb6bc-N>WejrovAo0N`tGocpSjKy#%HPw+yDw9G
z@lK+hCY?e{PeuC7W4-R5+H<7`S<YrZOKZysa6-whENp>C$&=6KO=ZCzP2T;TgwW<t
z>ZC7n3*7Nuh?dA()Y>B>)<e_BNh>{1D5(`ZPJW9jZTg?49BPlVr!8|yFNKyYHK%RS
zfk{PybMBa?=}{s-mqM8*qcU~w*)(_dhiirrn@X<VykP9Ar{X2oniYl<$t|y~^}ZQ~
zE%H-VxJ(ClO2!(=Yf^v3`&(S;!8kw9^PMSYL!a=y^hfn`x-uf9`%Vz*L&|F7F=;P8
zky%Tx@0lIhg01X}B4Sd#8t%Lo((!y7^m5XR?<A?7?^sji6<zsL!Wvn1xYPTdp7T8I
z<9qt(sxwycGJj0g2nz%{YF}tjdKOeeig>hjVu7saR`0F{?|g>(I|&>6MzB6Yxnzs*
zna;LFC0fg6=bpKUrswl3vw5jDV14L*dS{x}%asV<`pG$a=Sg(RFVWlMgzc-8%lSh>
z{QPxZO{l+2-cv@)uH27PY){tLOVqkg%KU-I6I|!e(w0L@a#(g%bJ{J&=O-Dnp2sw_
zcL#iXc)O0P$awYGC_{(L6W0r~d{c|@Bc%9tUZU2i>(BjxW5$q51I($Y(^uGCR%7E-
zpJ-LHwqgguXpY2Fk?yWviWR0yhQ1+cj3ttuc&>HN2v?#p(Vb)-BP&nNkqmH&QtOoI
zwXdXm3X%njEG2ZTC6sGxXj}J;QE<&mqJFZ5sGp)E7|C_9#+p$(mlDI(qR4q`%xNys
z8iSx-W4f6QdE2{)?-`+=cK<vnWElI5=EJ(wSo{^^04gu<Oxnd{s=P9W?&q|=cPn&E
zW<$q#pRkQC=R4wiM$pOIx!%0@Fi8hBBy{0RM@M9Xvp(xpwl&RE>%B5UM@6$G9r0_>
z&c8~3KX~KkP_3)&7yd+TYigaN4&dl5$MHU@sHv%!kp~`goY0tz$M=k&!}rd5kRB5{
z(^=<o4ari+PtC~C0`Wa#$aDhOyuOx^qIH;1M=q%5$eszOt$Rk1*7d46QqELl-jqML
zd|p4cwJqt+N_fr1J!43TUCp{cJ0>2nw(lpY(f@g3-NDMfikiw^YU<xIZ)gOmvb}RE
znmk_KLR*9#>qw{<uUM88qfB{aKiQ$SH;@1H9HbjwG)lHOu3p&~?I;gEouVqOEc{2#
zM12+dAJi);K@_q!-wNFm-!sB}^jQ3yyu_OS(1B4sw8R_JE52t09Wm%!YukGAHGYcj
z*t*^$*w{Nu)a+@;L^<?~q1}qczrzSVGP+=_R~8Rq-7|<+HkPOnbn3?|eH)_}Uv*Bs
zT`>ywta*IT7)Iql+WF;6uQ9gxsas)WgBYWxUc7p`%P1V*GeSM4CvXO9&3}5{xs+2~
zgH9Iookt|E`b>JMGD+5*{XRa=j@PD>FiLNP+3w{PFRAT&*4NQ+ab_pom7Z42gRHrv
z=Y-YPJ?og*LznCMs+5!8h_FScT=ei-e9u;F5hCn$%~@-48EYEfvyKRl2)QGAe3Iyf
z4@cFpwU+U7dbEPSXB{2(k}NZ`t*DXE<%yQ18$wqi8gi;`O~aZ8p;_NOBPf}bLEkw2
zymY}tR-edxO*Xx>wy*T!e2~_5iF&P?hF`y)E4`?!=A}4HzAzj~Cyvenj#fIVgZ8eg
zN52j0-BkUGz0H>H@=xr!vJDlruNc+7XGHa)LJG)KEM;$FAFPKq{+@nZ%AdrN>1|dk
zikc&6-P4PyjR+rYEOw5ip%)Rm%cxG>OFAs_9Lc=Lws20DJ#{U6=T&)>#>gjy#`@u0
zzt+%wmppAaKH@I&?w3I&iV^AQ#CbF;^9GPnG;WOc>^@whp`vB7a&dpb*;<yWH@i;W
zNp#Y8F~^;&&FE6TJ9$MvH9XvN@u&v_9($N5#l(0zhW;b{TUNNGANco@`2L*a6b}34
z>c5hndoum6><}@W?AqKHY3`Gj6y8YvDykG`Eb6e3+|GA^M|+saSbvs0-w)E>B`neB
z$-|{$aR!(AcllkKS@~_6e*I0NFa9QahAhrIsap&>6LBoR#Ruta$b!B%eU0B@U)$r~
z;#R^<$1;1(exJCRo<|}i-ee6u*gw1aGOfj>)}ZVt-HIG;x*o`h-sy#<%cGC#^v#@u
zz1)ZRPf3Q2KmI9U)jq_3N^<Z^npgTCi5vdsm9FRgh*6}it{T%l%h@*FwS3S2nk-k|
zFZoX?u2N=%2%E{WNGI3ksOSCg%E0zuC*$LN)gDQW?}@Qfhd?9NnCbK-|8skiSIy_Y
z-$ip`NuPU({pWF-w{e#}px>naMd_X%niC!D>r>Wz4V`<jBLQg59^_CmUiTgv`+K%=
z3vbD6K|BB^D6oUL2Q_<uJ&*6rD|k`1Yf99wxqZH`xd%7#+R=QHccf-rc(2eaZzH2;
z;>UL(7iztaqA)wl(VydbW^bR@%c`_B`^A}Q{6j*k*}cqkqq;$bzI+?)dqZ#DN`L5`
z#$zKJN4>X?w~l|WpQd~SyL0Eh&HisPde&I10lZEscgB_Y$Ls)I%=FUKm1Jz%THHeK
zL#)jr<m^bABi`Z}9L*tg`zzusF<RA(S_c`eU#<y9xA00v>GjD|A<25-3A3Ye-J@Yz
z0UbAWuRl?utmaZzVth};4Kckf>)We0_N^+_`j8%W^5S^9Ap83p`bn3QcYV>x5v^V>
z?}_wW@e~Csc;*r|>ZO2S-%6OLEIf)-&GC}?gl~ISKjyX``uTezibfc>a_AVwSo6jh
zl~tJ2(R_^0lf*wrf5=qf5t?7Z|NCeh^=8Gk%2U)|iSRQkmMo9vvniuh`WWam^j9C^
z$Wr)fY44R7v8KvqPBqVN?pwSQcpA&GJIIfgI;Itv4HN3EGUp>*9~XG;jqi!6TO-`!
zC+uDA@_I{?(@jT-hFf$3-L{_l_LeDj2A3H7Y!$T;=Kj_z*puOC-Q!moX)dK&bTn_v
z<bO?GB3a*)lE}u(WTmu&t<<nYLW+$ZB>(E`q*2M)X-9jncHQ^P+lbD#d!7E)IsPp&
z<*7^`o3y+6g8f$_l-L0Jh^QB<qlnD;94~R3_K{nhInS`SECXk^(}T~+)b@R?iF)eL
zt$X~t%x5Xh@%Kp|G^HPUoQHdCE*ML0z&m(n+ViY4Xj=5NH3uazLQTv5dVN36mnpM`
z2mYwwhkknUq+|6hnGT(ycrW2ZTbTZmR@;L0c$$)x@f={9cUzoGCt4i;`}Hla)b>T3
z6UkGI_wD0c@UUMyMpB~fmB)VkTRaA&?N|;ryG4)WTx(ez@onN5)`3dqUy`M>>_fku
zJC@3A{BPrtV>#GIBVI5|_jWskYkv~twKg7;MS6pL&Zd`hJ->Tij<9agZO3!5^#|<7
z!(e8`@g7PUgx+h>TKk@ey6R7+J9&<O3x(+rtGRVw4&b!cC#muUO6oOpr1B!Zo_?lo
z+#g>5Joe)?M}sq)YMCPYSW??}FO#v3wTh>$`e5c*w?)02fN>;UJw7N*h7|4a@O7N=
z^P9*$rl%p~>lt{-m#fQ8GX&@KE$b{JxsY?-!R!Nhky7sVc!M<__FUb*(&B3CDI_nk
z{~OeCp8Pa%+H&WJzo+#E?BG%dUCBYJlYXAK9&Pe+@;-FO8vl=arLnFY!+k5Ew)5-o
zn|hFAV~*w-@)VqEIj8lu_>XB0>>sXU6*60E7O{O#L}kNTYHLMR+c0O{cou!j7;qHr
zv3gu*&_G=*5T3@IE9}IlJnQy%sk84^>PPG0Whj0ut>rlrnaojd^OwALAL{_G&HNS5
z!9qw)3+k3Ai2%9YOUpIMYFmz8q~rvd%Q(lmHBLR6o@8U6B%g@=$a9=qR{iMwnsUZ=
zCio~yA`Y!wjy(6}O=!t%)5q!07)ol|N6R>MLFxt6Gc++YS1-5c*N*loS$paLaV%#i
zNt@3`Uj~s>zZN*2Cq~fQ`-qFyyfgaRkL7GA`n1xxt&HKHlFoy_u+aCeev^1C*L7QO
zLd=TyQ}=ZA?96T76WNdGO-gU5h0!R?j0^jItH-Y2oBx)__}9ei*txj|u?&{kJdY7S
z5c-i>Va^@@W4~C5mFwjdZ{_%e_?|wjTP(-X^*Wn|FsJ37d`l&aiK<=#qt5$UN?Z4M
zI!EuZm217G^S*`8cE$I2gmjwIq05<e$Uc^Z^KjLHj!up`QG6Bhi}X3$x?RZ$9_!Wf
z4w?Wy=c6rr&dIz->I`b<ijK=Tv<IUmme94D*P2tn(5t>TCG+s|J)T4M$#LRuKuz%0
zT8fiV*QngOC&Ej#JYR7;#Z1?{4z_3OYpr{|rrmPI<D){VsqZFRbF4ipFPvoLkL6Cf
z(MrB->0tbZzOGuZGp{i7<J_w1&9+{NXj~)TqIL1*kBu@tW&7ewI*XX2>AOtUCvMZB
z9=}zKezsqB&Yvv~81Wvp+Vqro8#m4$t+%0v^+D3MJ#Vv(pYew3H|XhLY)!59Z-7sZ
zm7Zg_n)KWEwjS-xEup{l+Wt}9>CFzqH^+JoONhTsYw<Qc0MY)db^F)9za+*!(lsXe
zw14p{?0eJDJ*!Y#d#oojX6p_B!;L0nYTS9eUdyf!>Rs(k<9pWM!XiIqXiR3u_SVLf
zEOGYg%^11*{K<co)F0bXW!!S~{!}=JJ*Y%5bKF~PYVA!e`_XU)b~w)a#q^C(_H>})
zk1)H|??&p0p<4IE7@51q?z)ne{eCIcj^jC1(Q3`9eJd`$jLvb1B>!zB>g_s(@bA6O
z?ZxBuLbTp{MI$^d){!1Z&y@(Pc<^x*ldR|1^gRBhhpEn0Zi(hR@_w9KBq*Ayx#zkg
zH$<Ut+qsk}d-Upq`2L%T2&FZ>{vPlW`s?WdgP7SML_!Y|uh8$t|H~{P+5_L9_Ht@(
zb9;7>Y<+B5y$tqT@p7s+EZ=YLJ#5JsfS|`0?v>#d+GD%4j@93yH+3BAmX;K2?+`t7
zWW{Vx-ddLK41L2{PMTBqe_~Hro}fGD>Mhn1u0FbhEJle(&t5XLi#W#WYAwE?OF$K{
zGWSg$W=%5N_e64NbBX6v-Dca5mNWL=AWQL%p<WK4s~b<gKG%a<<eFF7z9*vSGTv>p
zU0drd-d>FL#gs*qUYPTMbugID*w)kF=Z<Va>MdXkd+j~<Q<pU@Wov(gKc+onbDD0~
z1EK`~`kH93_3fc1tNbeYMB`EN(H4wJMdX`Qm3^2r0v%&>>f-y*^+bh_$@RY}{;xY*
z`qt=tbl($iQAYLh8ps}w%pIfFa5QIV;xoH+=RHlrZQ6I+{z9mIY)*wLH2aQY)csll
zq{rGfkg}`aPNJT3wB=WCCE484bFSU~Q9Y*TUE+JZ2BzEGtVD@gCl8MH7q@ETUXS%$
z>BqfiEf6o`<Egq?Mt!Wz8t1p~>3^3k(H?Wcj<tkviXx&ppY%&1b1T+-v@O=#(=qQ=
zDP#XFbc7qr)!u^1^Kw7Rx7}4%OT4#&zNX!}$D?LOpK9;()i>Q%XS>*kth+6)Zrg0l
zeyIJp9?!0Q&vyLV_A!wKr(;CxeM}GdGR3!A6OhvB<YSSZw}|iAO69k$QXieqYEit-
X9NtR)pUn@KG<fd*$E$z1;_v?k!}^@B

literal 0
HcmV?d00001

diff --git a/stats/LRU_multi.png b/stats/LRU_multi.png
new file mode 100644
index 0000000000000000000000000000000000000000..3fe5caa8ec37f2a12969ffd52b055bb3da932ee8
GIT binary patch
literal 224651
zcma&Nby$>L*FHS9QWgS|2HlM?gi3b~-6<{IVE{@>H%K!>#}Gp*0@A_|(keL&A>HuX
zgYWyi&wt-H_i-N%b4*-&?X}lBV_hFrl%xsq$nhW$2%)Tugc<~LvmFAtC35pRc!fLr
z);;jgbyIn13CKC_zt2qtu@J~3h^)j54bQaIX%A0x53l|6f!@OKiNXlp7^x=5{Ru;@
zQ7VBHCV4Jlr!6v>*Oza7eB8p&PB!!|_RdS$muc^>QnX!WCo`Kv^`J_6ypK!09eHxN
zS5ln)176YDTI{+@4IR4~_>{P=h)56BFQvH*oFd7BO>TlK`Oo9$^J2>z|M?5|q?k9<
z^uJ#y|E)rN<-cACBxLAbz4*HdS-rD@93$@|y3%@YZCw5H)D&@58$`kF;B}6!o)7M2
zdh;qBH*Coy@q_jyjyK4A1i`!C?lU~V3+f}fhTpmiqP18FE-8uXD)>g@{D$?TX#c<O
z#(Htz=(nQovy;Bz+q=pMQ5U52NTs?QsJQy&Mu7T;--bK*A^wO?8nLWN$8*Q3w${r|
zO_w2o^^CJ%HLdvqLgc*AtB{`7Sx)d1<kUn-RF}))e+6orU;les=%xQ!QfsidD#3sK
z4dJK!|B69KHW}`U;}1^vyEa+|Ryk)L51FQr57-%TSm>!2D4y2d+fKMQ=3G-XDpnP=
z?#TBiw0c$<GN*ZzRyVavQWYTsEi2X#cCoiYMmf<^p?Cl4KE-%mYE@%hL|Gply5-G?
z71t~nhJiJGe_-K`ySP@V`TbdjkU58{wxsBBr#?5kg!_|r*SOHNf?W1+@N0?Vos^IS
zGrEC~JzSG#i(&1nE`Pndui%SxU>A0KEuJ=BhiK#Dd(m*B1^Luw#8@?QJFY<>2~kR1
zxNpb%jW%D@!K4;V-MJPRFBy6D$?bqd2+3R9rw~Z_jOs-Wu%abcmOrKj-M>v{c^t4J
z6lN_VGV86rG(fuHi)FK*3HxYYL$)-ruHRF#8!^#N#KAkc(faKi-)|a!ddb<}zlTf9
zb|<L!${j&X8_#TvpmV;Li@j}g7Qtc<OO?GD*P-)cLFbj7@jZdbE&TC*Uu^F#x#k=h
z2VG{#o|iwJAy$7<SAhWka9X#2ARsStLBd1WnX_Dwbr0p5HL1UX{3(}yMQbI+{jt}Z
zZ8``9d%ukVx6kstPU3b)iml1Pv&l!N`rDSN%|ACtU0j@xyw&HlmqkaJYmy^lACjQX
z$Ae8%%0JE3{|w2LKNMtj3&5Y=H~j-C=g&WDV%ryn>V4_apVYB2OtPL0GYH^1HhdMC
zwkBNr>G7c^*0(;P(-XdNTeDlPX*9V88MnI_YDTxUpg(C;Jnr9e$xcDOp55R(e}Qf<
za>%ZNjeayaAsuzPV3=A8V+SX!DCFNp+*9!TiM(U$gtimB-9Um$kDutYDXSgQ#C9yb
ztf`;6fi9|V2@1_^xewXsHDNjJS_+z%;W?j4bTKr5*CjSkRrN3ROpn>L6Mvjcx1Wyh
z#<HBI6p%Pw`dO#>XNv1|;?<v%ilL?Gk?t{l7qGR5KbUYOO8YHb;8^qc{s6kb%)X>n
z`Lfi?h73p$J1I1cc}d4!---~I`VC5+y$B~XO=M|-FDk|I*dQ6}S+ZA=t4>fZ$j0x{
zr*Wt1;itJv5basUivyPM3OUg?0DE7d;~*pzx~qMMrwQpn`(d~aQcPVHY_7vW^@{&~
zaN4t3UqPqRIV5>!j47G1i{2`yZ0fFlg^rN`1VVA`-yZguYc_cC;NkPDbG3Q5U?|{X
zMKTfitt&r^#VhS<#-OQvzLX?e69pVRV?sqvtfWv%#=r>sW|tqj9^3{c_8cA!se-ka
zAmxUG|Cak0-|sW0*75O23{PLw`^PseDejq7RIpY5GB2I0{<Lf5eFr+ZnI`0zpV_u^
zSmbq*cm(k}8nDWm)c$y56rXC#B!8i<f<PhzzEoe|pNLLO@7p=Vr+Q+^w3%YkEL=C-
zh)grPf2-58d0&`i+`=*6k97fADnXP%-D%g;mv~>x=YTfUB(TpuYiYT@G$O&fiO-K_
zyS*xAskNPGo9x!uZ%|#lSc6T-EN|daI0@4arTKAoD&0%;^iT3>>)oWjX1@lv^V3XT
zC_$@6TIQuB%-OLR-0#>umFjxA_3CVZgvZQb;J8UK)Y1U$d{OntL~ntw`p<)c=wE1C
zxqJD(eU%Hqb7I@K=s1HwQqgK5gL*ys#Bf0;5lSfT1Dy9Iaa96B@;-!tN3UnDa#ZY!
z{~{z1Sx&vBnA<@Hce?bP_D|X^NbBOazp}V@{_o@G>*b5u@yJw>=ALn>@?IZu)ps&E
zNet~Os(2If!Mvv{zKTsu{p_jMWzY@O#vIfWlkJZbu%DtpRkHh+NOz(weIC^&g?JEk
zPH#I{JvO=mx$}`EmW81=anh1G?eTv;+LGxgHjk@VDg>DqJ!N|CIwS5<iUWx2AdtX#
zsehGTp)EoiRMe_ZQ#DB^(xq1+#lh{1BwKeuq;LO=$_JVI;xvkxHTpdEE;UY=OOT&3
z2`O4#@!&fu)3Cz0w`$}4YZDT=?cwrbV<@yEs^8<j`_a!G^wJfOYJKrqOFb3ya*$Rz
z?S8im3DL_CNSO4+1q2dW<WnHz>$y-#H-aD#3Dn4UGw{aew2x>mfi|YyM|2TC&2DGM
zK<6tDAmtAgeNi(TEgOwxR(c8gw;-GphoF(O693y4{`cb!p-KUToqg(%R!d&J=rG<H
zNz0X%kJcAoQ|$3C8jqfUKH4&OX~uW1bD;WUXRUYdlcRS<@9?fCC)f&!u&(%RwuU>n
zD^~a}4e&|Kzq<d(w9if4<w)^Io`Y4XMO_vi<bx}IAMU-M7QTasj2F9#>h|uDpcFym
z1-X22VCO%N|G&-jKOeArrusja1bqnF>+d=}|8u`3MUQ9e87}GL3F(f|``cD2qJB^p
zfUsJ1ahw0-5-u7NLjSWLac}|HQp2F&*iH~GS(KCPeLx1#InzNN-MdID@78}w%FpZY
z7HkUc(Yh${Z)ZN-Wy+jSWr<AIeFrvC6SqE@=eVuI{!c0TIh;Sk81X(81(L=7=!(Su
zeXZIBR0>pVM~f7GJ0NQx&jC1xKH0wUFnQ6X4Y!L5=d`B^nZ*qMxn@?9iyi!_QF`{R
zMUI4tPf#gwgZ)Q{<3wpWz(pjZ-%WLWm0P}a_rXBE*2D?pl2zjJMW*8a`{<|O;LhRS
zRG$ibo@cDTaPvG`z);7r@TfXcI>O|oGb1zCezb_~Ag16SEknZi%0H#%Og+B_F?RUB
zd<)8E#PtBI)cLPvbEmKZAC>eOe=ncwBMTH7%CnycWJzR$bKlpI)u(;zR#1-P;d@~b
zq-5ZwnnkYX<F=#GP{|$Zx)2nETG}riYYN!IUkk|Tnb!&#`9`P?fmjNND8~p~;4O-4
z7gx+V()z1Vx8Y<dRR8+?CgJx<o<eu!mh0E0`MAoXCDlw{7FY7b%qu8<;$eFM%22nA
zyo!|W+o6~_(&`p$86zyTtyHWDD?~^4t#ktWbqnOQawNW(+r)eL?bStHche*N$&}_M
z%;fx+M_|KCG)mJ%9cvnKf$KF#ZViI8uWrI%qjB}cm86X`{E!p}a7nDpc?*e@TP8&O
zk#4(1=*hBCr52&4Q*tW&Zqo_{5>%Z5k)Znhd1rb>l6rFs+7g|??sN~)&!@*x#a+#u
zEi&h>-npH%57#DZ_4a4aWpPlr-OJkL<BmQtX47P0I^diE={O7E8$hn$L(8C|b3(&E
zh|NmN`RbQ}de1Hd5*lKx`ZlW^<$J{jyHkV~_&gdZ>gIi8cw)TZcXaE#b47(}cmHcf
z=u_F!a9V@9zLI^z21$0SY*RB&3LN>kcxaL;gBl3oga^FVV59Q0aoB+QXn}>zQ5m9q
zLg*7KBz5AW6AIIMX)Od}tMho($Mkixr&vS&%$X{LQ&Y4{V6id>60@$+<fOU5*E0=0
zvvie(o#aAp3oI+2&C~nsRcWPAkwA*^{x9{tpW{wXEB)P@!Nb2XS|IOICcH-`E}r>{
zyu+giE+z@P_s1+QF+IC+mAKx3Xl*>Xpg3G2kFGP7N|ZlYrpfCe+{xbkc%No)Ai)2n
znc3r@HWQs<5-O2FgnEHcT>6@d4f7HwghDxYF&FfHNV(9H-9{SFc|aSwsH&~k2d4#c
z6Np-LCwxYxW{SYG3DgPRb#d_P**W&OxN)%P)Q@+e&bHJR>L@{CaY9{<zvKr@4B$%Z
zA%41m-<j#+<FDGZ3++tIuSSwQB=BT{a|bIvQ~T{CO-vpSPeO(3J?-qOot-JWyJQn4
z)3aCYLY$q|=AG%fY>-KN+z?|X%Om0w-$Tbzx206kN&c=>2*mnO@Kuf1{3B2vDT#5L
zTzn<R>;=+wN73EG+6D`bY1z>YDT_2cdNx7Bb=HurO10`HVR-=~Sk|gSh-tQceg{!;
z97aIfszFCc4}SxWwq!2V`7SK+NE}s7D?Rh;gYKVW-U$)<-K!dFYv@;vu!L7#uR9pq
zO|&9ebaeV@C3~Kv(i-i5wy|xpv0sB}X|;U)y~%?Zv5D?k_%xYbyt=yiCpnEWq_Q%`
zqSoah;UjK^fw24N#qI!?66mb!7Cp$$p1v1VeNO=#30(N&Kn;OBzsgA<zLw$7SG`l1
zg_I^_n?^Wd2EV_0P7)?r!KLclK-t|Vr|F<s=?=4G5n$2jl69{VzX5U4$<-RDVdSTm
z%X#xD?p17z9qP2k0A;LK8oG^+kIwjPcwP>+&Bg(XOWG8nQ;@zRtv`}jNxEdhG@WA%
z91_LHlZo0TCA;XuzP>4sq_Q1}RnAcJX)t>F^v&k9Zf<q;RSOHjxWvTl;^NwdfoGIy
zsh5gN;gX-#*_K}XvYWgLF@DS_1u9Z>D2~Pj@^K5_Q}OHZ{30)I8?~b6J&ajP<P|-V
z*31`|T-SI|r;a@CSYz&0gz4K=*T1-O*EEl2xX-OEA+;VG{&=myxk&Wj<MdHjfWL0Z
znqTFlSzKmp{@9GoXcV=NJSe0(=Bf(eiihBv7V<C#q@;*vVg_K3Srax*VvmlbheyF7
z>Gb@qU@M)eD|9qZLq^4sCR@qK#3Ea-)79-H7)MM~^eRm9%iyP!RG$lSt?Rw8ANAb^
z`JI!Xy}kYWnv$kwf_QyBQ+L<H4bj--<Y)Cp5bfd-Mt>a}2U^F=5E7eGEGoWV86@8Q
z3qYm)xXR7vAr-z{%%9akX4e7)qktl*g9}z%z+NkXr)$3O605tgk3|0dOgU_$-am}m
zYb&?;NLd+^fMuSoP<TY9rfyrdLhdJIFb!wOfR>Ezi9YN&_#|5|*u~thtR?#bwP&cG
zE9?=PZ8y4IGbqN180{BDx*v>;@`>gefQ5o}ci>x@=DmL_v0zoe$igH0km*)vrS=1&
z_wySRgBW!B%JN@jqA~Ld8C6wH3rl(?4i1=(4pIFylXFAtg0mp;{kA)v5E93gEA8?9
zX7h@WR{ifU0Ad-sXu;(-@z?g$l2Q@)wQDL_P}rXKjPs?QiWC8XdN`^=o0Y`xZ^GKq
zFSbdmG#V-kb=fbTgFUWUD%$qx{v-TH8e{Y5st}vuiNPXcPF7iG3tB~zUSiT*+YLI&
z(2p7Q#ul$%DfF!^q551SJyNYfogNU&F6T15c|Vb&3=}sDE1`KgWevMH#jL?kQo)yn
zoO5-=&JUfCwZ{(#g3Zb1+W0KYX_eg5y1L~wmHH3HZr!S2@wjuz?xy<o*syQS)Rfc=
z=v7usg0CJ6zNZ8@HX)RO7i=Cn{Mt(!yERp}cUpWAq9c4BJ!4SDu=ebqNsJGc@&?zg
z{e;xPL*aJ(MO)5lafz|nw(J~UohLO)E#xT;FtDm3>6GCgLnRdzpIAwlMEG8`U$bWJ
zl}}|&gR^#NSja9GA5&1@DukD4fn$wy+kqp|WkgX%8S7uVo{;HzS37eL&ASVN4#+%6
z%@Ra#P5KI=XnQ3uab<XFD(A}=F2(R~ai8w^l)mbCTnp6^6lCh|cV~S1)CoyM6{z^O
z5ujFlK^$tmfrA0Y>UcqIHr5;J_OZ%*ilQ)q1A1t)grp8^UP;~h1&Vz(y-az!M$fuy
zlU_PJe(PY4VFxoHT=?fnK@4RDGqc<n){!@vio}v@(A&ob-@(EAD}f+;h_gPCfs@m3
z=;EPwFxW?RgB;~3F&8;xglI(gRbqYuI)-+5opGaf{xdN}NiU3?`_BhfQJRuY!OWpN
zmeW?8#F~kY&)L@eR(AG^;5pK32B$XrJGSP$k7T+3&`DdyOqH6~bH~JGP%_wR<3$FK
zOpD~2bxsVAV-h=gIP0ei8B;5(IvaY;tr#+og<$MjG1=M0RY6yb)1MYxhV*i45j_zD
z1$5+shWz{ikedcfY-V%8)jn}Wui?SX_rw-e-RbegLzfF`;>=f?#vD|Y^4nHlS9HJq
zQqHOwcJH34>mTz}TFiWx`?wuR?9(>8{MnlZU8y-P_8}DI+TlCHo_PfwwgaV&9=%u^
zGMGWEGFZEaOQG(rVp;dB*b~{%hzKD^nf&ZVUP1Id`mu;go%mQxl7QIZ4JlkHYA7&T
zOZP{*AB|wvv=SYEt(EeyH*lwa1m)a0pZ+_wg}Nte@$cwB!+<8)+hV>N1_q~i*V|&T
zb^1gWR?xWESk_voh4XTLUEOlLNFYSBSKrIIUN9bPeo~K`%a4~^_x~#e#Fux73K3s&
z5Z+}7@<to%YAh|?xAwx~AMmYg0>2#*C@d{8f0;40YtXdh;Pk1GZ`}(3LRN<1L^`Y_
zYd@1q4gkvTlrH+rX)t@b*SWLiNHcsvl1amOch!T`3;F~cFSFHEki^_GL)zL#y4&}8
zbvA;lUr9m1X6Mm8j=alnGMku`_X7bu0T=;Pd36&*L@53cEG@H?a;&$VD^j9?^5dRh
zh;7QU5PI~tRzs(lp#*xQtcJZMSo(6ME-PMv1QVC2l-D>@w<|sKV|rbF9b!sC%rM+t
z<lHx2SMQjYcW3XlB2kEe!~Sq2&zw;~-k=E~XWPrIS+!^Yj9nh%da8^C7eN~*6daGh
zAREjwdR!<<X~cC!Azj+<^l7CoTepm&iiLH)9Jn&oxEEuIiipzwA}vGfA4O&S-<K%j
zo{pD__~5x>=z<W%u3a`%0iix?$n#=7hw=P|jb=m5B1xbJKqR?Zg=zo@#eva2A~VSd
zTtUI8f>W~FH;u60f#>v;m76ejTfz*LKomMc%s@R?cW?(9%ff9xUe0HTgh)}O&(X->
zNEs;UZl3)cLS{(q`ED6CrF`+OTkhioOvE>tIPb*_KnwTwM0fXydN>Il2AkJPXO211
zLnlFDkW5bg$a0UTW0Uh{VDfs)dF({3W9_&JB((!<o$FHi?Ifz}B(I(t0!Un*aiLC0
z<PtfyD2=&eTon`hhuz_wVxTHF#31u%)e{Xql|e;aqbWbS$36|xk&=GrjV&Re5}hi1
zDxJc|Ponn1B!#`DSSH|XNuUR#kmfeMlzD#27fuWz;h>+$uY6L_9h$b0M2Z(QGBo4i
zpiN(vaki_2bUOedHJz+ZGEqE9q(>qXyNs5hQmAP*=_nl=*JI6ix?~sk^jkq~D?5=M
z>6o3}qLM13jOG_epOdZqC}ukzb0?`Dn+nFKBC43K&CsyOA?@!fZcWk*N;U9WEA8}j
z|Dd+HARhiy5DVE@NuK(8cz3s)nvzoJs=I>$sPy1rY+Y9cO25JgTA<j>YSOJ{CI`)D
zu(d}3*a#z!h^n4EkK307%IULa{J1|Kc%T|d#RXO}94-1~iH4<G2I*RRKN;6%(hKC-
znSNM_`Q(|JdD-F{yOfU?Gk;fvy>LL3Hf8TLdIg&lBHPM>6C6hPj&}ZF2|+q&ay~QU
zjE&AH%s$}-m_?DO$J}WC5N(NMW<YZ}YSpMbV~ujeQADH%;7QQW?ome6=Y_ss?mol}
z#?ThA$|**wSBpsbz2Q2<iU>L78;GBpt*kv9U4Hf2xh{Wr*wey_p=V7gWA#~VY;5to
z`3%Fq75_^2bOz5xB|sHc%u!}Q2)Sk>#6e=>1rY+~RgGj-k8e*t`l|?y%ed$0Uije-
zC_X|vrs;;>a3y<tKRLySu?LBy7=evCjl8^vmLWGFce_Ba1fV$3?>&~0?a{k`a2+&4
zb-!5UC}FRcZi=|JKqt%8<%G*~*(`OsYZzuG8Lc!C@2-lU#hMltv`j2dWgBXGn~DJ~
zHfX+t^f&^vSVb?<sBQ2H9=Ta1nI?cf<%(^CYD>R9q56q1CF=I%6ht=V0UBmGU%DP|
zt?n(mNb+=b_fc&K$EK&VCbGyTd|V;_w`My$93KdLFa~ycZYk7ANz(%XSQ~$lWZpF;
zdlnarfT(9Q-ZVV+b{Rz0#(HfeEW~DaNPc(g@Opf7bRkPA<0y^)rqIGXZ7LNt#O~%p
z%&l%2<sW$s+p}C{0G3QhmDy1Ed7mV!Bdq`0n434s%iG8`0;H{>yR7dVk}NnUcfqb}
z;_DanOUnWz)(re{d=qfEf?6YcgVU8QLPjzI*_i8>O<-Q$!$Z)|0!lTEl$^ZW#6SN2
zNCMm>v{J{SN@u~Dj!8g3Qb%Vl-D+yxyk4J3DC&arL+l<+0r?ElGxT#Jr&g&J`!m^n
zg#VBjFC>2D13I$X&Y+wQ0K!%W!Fy|#As=sQXf2I|ag1W}60sv=0>!{oGVrpfI9nZX
z(3FzO9{+u*H9vN>9Q&239`#y!9lE%?Ls*pmr3lrrNyNiPXn5`NoFpR#erqYzVn{>n
zmxii;3b@9i`(`l)fPlaf%=_!7e*8@W3<InTQGzaGcf>Jc@n?ilSBZHEM)nTeP&s;B
zBw@t7#CY%dxS!FdjvxTQ0%8s>;Ki(+UQ|}jF6wbfWDU$^xBu-TOBjwwlt21io`qU;
zXmUd+N)J>QWg+!q02e?^>pAaK?60a>zYv->;w(ZJKzIJgyLs=9ND&f7AnJa?S;`nk
zXV3bM<I^au+&v+Ig1Pja)&r%&Yvb|zkzO<FFL0oAa(M(tC;-jEyZVxwpesJQFy^gG
z8`p#UqDKO-LDeF4P9B)Aez+Wd8Z+DL{(AjKWHBIRsb@a}5o0TZq63Z=c;vYMS@-BV
z%mbk;UN-W|mGM#0<7-l1D`i5%BGdp$Vd~msW^-o-`{>{i>g*g74@kGA<q)Dp>EAkg
zBXH~dOY}uW8@6lM<mTN7$w%fWgKTX-#7w}FOQ8E}swNJIag!%s`S{(jt#8Pwyel-X
zT*;YGOU`2{V;yA>^^d-HulM-<Y4rUP?_HT#1h&b>8ao2oop(csLf8$+DAY>#ZJIUD
z?JmH>wCvyE@JrK)WloB&4>7<;`~(YiF)-aEQA1AkUm6)uNmYJqN(VJS@t^?-CKJhy
zyRcIbQEa*1?gqM&lJdDHm*Re)?&Ps+&6fhLf$CT0uN1_un2}Qvb>AcpjfhlJC|11X
z#0AK_rilrvTRxqc-MM>BDY_><cNw;Vz$ruEffE)3b0_FCXPylrzyUy%R4J?S7j=hm
zR~K>X868BhEVv8y65Yi<2h^H~x_I!-J3ibI&CEpDma?P8&e}qr*d%@AI3Jnw-tEip
z+6dc1yLw5M`m2uEnrcAGx$4toodsiE+uMUSlEy|cG#i}gUn5_%up?8WITg=kG{Yp<
zSIr+R6%-YJhyOWoU9e>6sp+`JgVre_0jiv{;C*CCFW<)2OvVeZh8sWt)R6bdBq#T^
zd9^zDJ0x{v5?Y*frW!$X!<;NQ+m3(SEGI4_<MV2o`2&zXb&LiNERrXh`ShHe25tZ1
z{X4e&)VM|eGzU_Y_nbu0jPN)D;T`qTL_F^r2K72M^)eZ2=&V?_IH*To-`D^zn3?CP
ztd@ZRqHM|~EUjOnsx4LZytQy9piPqxxl`CwWCUvKQTw^SZouJ)Q3}<>kx7LNH*H()
zX{T=9V7V-`Gv?c5Zu#Sg;+X+9{sj5SUB=D@mB^l~rbOa&foV<xz#n1gUpPcNK#fp!
z(Tf5)S+<>KeN`+>cR7tRfk^;5o~y+vU}f_*4Soy3njD~W-ugjE_!NQIMbwPu90fa2
z`JL3EP)8$c6l#oQF}(hGksl)x(8-Uiq_TmA6St(K>9jf3CUL3NCdc!(wjRZv<NDOX
zqEy@eI@J}IW<g9KvgDNHXuX2TosN&1R3hloisvfH)*n%?8}vx+2Vh=V>Y7FEtDF@|
z1h;SObQci{{e6i<AR6Xh|J*HQk$3Imv*_+q<bpN|?%obxfu5_OiGb1dZx&!XW=3cb
zF)-~Ew0?M`zOuYBhA(!SR>>VRJTz1^W@yU`?fo!1M>E(qkUsoI0J|%l>7D4FU{&Hp
zAgxr5p*TOa^*e8lD(N~~KPaJDzTNyf!hNIPAokQ=V`k=YlWVptADiexgPQC3p74TY
zvE8M`43TSh1E{}t-wYu{R_`Nf1`Afa%WQC1{BMtG^#34YYgJTtD7S{%r_$;;&nj_4
zC&Sr5rSvrozjw;JyP`<sKD?x_Y%!mjkSLs)3=aUl@nTKMN&C>qk81k9)iJSiaS0@4
zJJna|=-QcQsB;eLUbRo=JfI=X@$})nZ3kif*k?IXQtP0u5m!&u6xc^gMu7dupu|i(
zp-n?}u--y7wB&zmU>Q>Jr_S&aAo{qDS^kE%dS`hgM^VVPT8C=JpN{^U&3*!<LG^S=
zdi;23#P1h3NcuSmsGu|XRvCgtPaXML==tRm4Kxdj%9vr2?I&$g5^v${oGsfFTFWav
zp>(naGnXVKbp+<yhT`23`RW1gv+6>s(^*6Vf$TqHO5TYbO{H`W4iDv|ik@u%O%dV0
zpgd}xY4IQ+tB|oM<7mO4dqCMB*3ZGUvq)$swjdI#p;*8^9bXnT)2MzZI7QjfO@{w|
z_{UTUF2EE`pdG^tJY-DTRMg%Y<Vj*;r!4>y4Xtwgp{$+BBTT8Hr<W-NJs$ZvT+)&6
zz{l%e)HGf8<qMGMj5&*+Gt%l+D~>W20ZM2(mt!6krW!6H$K|97$eo&+X)!><bl)Ud
zL`9`Q&%?#qDk|Y=S1FM2acwN_PEqcA?e<Pd$AdY12t;!xJ=05NKj31h0ywS&ICfsF
z{>E5FTDcbcx5AQ2a3nu^FmTI7&29YJA<En;L;tRjFX5BaG3e)|jH02c0hqP1u>{lu
zwYyHi?DpkaJr+^)!>*lEyD{o?=8E_45na$+0cI<^(Y$%fz)AIYN(ZO#y&ogBetK4j
z25{^KyWSZY#-2J%ZjRYFtg9|0uu^%R;S2vVcoA%}9G|0jgi&W0o){^x-6O`n6L8S7
zB(KLWGBbYdTG`Nha84Z&dEJ662Dk-zK}zut1Yx@K8qHA2K~;W`t31Ib-?3D2W6(!s
z9x4EMANs!A^1d-LGE$b2k%fz<Ojh~hqCRGyDbM|fKKj*mT&kg=HQnSE@g`ivoCFc!
z*Z71fpE-(=07gkP{B0iy@Ss`7OjEP@D8#KUHD~;isa9^j@$q8~lYjT?yRw@VmFZZ8
zyB1Z<Opo224Sn^iO|v`kzm{l*QGRqBNYxhQ`h5aixqn$4IC3GIW8c?Wsf0xFV@GoO
z5cXS4Lfr@hJ!jX$bzgvuLfARAW5Axbg;4CCY{P`yPzL=w5(aK=@Y04FeK;Ij7S^r(
zDEHiZxje(KLaOCBRZESa>N1cLcY?}<v&9{GZKNd=GW>p3*;2PPD+d@2P#0?ggzXO;
zLrU$`?4&j5xvrw3NN8x~N;gaB?sliYkK$g#_*HQek#o5c|Gk}CghWx8#ij?|8+`H3
zv=e<qgsJaqeN^}eXS&`dcO*DmyKJJvs+Iw@sBBQM&Qib7Hh0x&QRGrmZ$T3T8j0bv
zxoyJ21|J#G*<bTJKvWBBf6~TjUZG7)LzA<!b5$_?mYg!pd16As=jv)tI{J2Ic2V7@
zIgcYEukn%Gw0R}>A|k+8BkS+Mk2_h$+Na_<vD?=}I*4yZ4&a9n0^x#wiSYIfULlgS
zljboo-x(|??e3v8Z+f4lDx-NX)c$A(BPn(t9TVFzU@<tz4<rVem_L8A8D<+8=)QGZ
zR(0D{e2?Ze%r%R8$Uz|I_N|MWBJY_GC|s+dRnprTG?4PF3nNtX3hrn~6aqF%)HM2;
zbk+`-ZYmh2P1KG)Y0}VJ*Q&NQq0x!a0;>$soGUkMd4<S-(D~rGwGlp;s9~F2{gKei
zNg#4Ef9v#Df#XV~A1U@!z+rmlHk;N<+XAD^mi@baa~b>CSR+rB^S=cfXgbpQ5-&=i
zMjagocp0|%BQ=qPqKCHU-imuznZp>l(DaFhT8Z<G^XbA>*3Ohw4;~6?!sRX_EzHtD
zdQ7|N;EmE*1jQ_j9eVqX$=laIRe<tpL*5Z$3W^V+Bu9D3^NqNPLyBD35KJ>JE9R|h
z@O*09uV00zhLHJ90tJ%(17Go_Gn#V&183*7%1TOSq5Jc$^xX?`G3exHho|0Ls^Rx<
z2J=1RrMGUpG9mFr>AXIx*j%RRbgm~d@;aX|xkg!l_S2`A2&1l#EYXbqka=!qmZh^F
zA4gU+Pul>(E9dl$sog|u-*4*RoTvdfd=^m)X~11pxFALU4#(Z>lAbd0GJ)lG0rGh)
zm71nh%#53AR%v6Q%0ug0mLVZ-cILE&iG~O?dLT_z{GBp@t`5E)d3)<@F#V|`8luG?
zzrFpo#cpG!wc@cL=q&W!+XP+}DgRE0C?cSKpTFK<k@TJKZ)KX%%#$-hIk|AyOW)p<
z)v7W_?Y6c{r@ON!a<eB(z~~d*tZ6>GE3!AmB;r;m2db;zLB|^ED8>}Dyejc4yd*c_
zS@p;I9?6^8$?F-9Wz}B31c-cgon2jX-uwVbx4cHB2_RzQ%nL8!)0NfL#4#wRjyBI1
zPTB?$T_B7&H>k(OFQ_OfRsJJU?ceM&_OG2@$yveDs73{712G6Z)65Kzz&%@|Q3Vke
z@oOWeB4oBBtIS||6d4t!DdnBbJ#-H^s4CtzjQ|S)(^kV<xABkZ;psI<F(D4uwc32f
zdA_mLt~;0?SVC`1-*vZrLYB^jB-XdGOR*i=`8747B8S6FRKhAxi~0~f>@35CV_JoE
zKds$gvE-v>idqg6tzdDP`5gX>%%J<GPz?nS4$TyB_^zq?VT)>+7|<tglT;Xsm8W+<
z`yV)Fa$B5d)}6NOzB@l99JeDjOUi4TEDOmL&AL)H!omTSJa(AK5`j8nZU%keea6c_
zZjfIyScDLY0!5@!J6FLf8wWu&c@0@(Q`4Um#m~+ykUzZDjipkNmoLLPb2IB&wzl9I
zkR!#p!#A_ShtR;R1vb#W`=-K+7b$<n3V(8|5fVjo0bam98|W({zO_r#HAjIv!vHr&
zgg1&1!1VR2r`SXE`)TW|D4p{dm>7DpdUqrwqro6q&&7a%HsJ;QkZKfp=lwfgsOfc`
zCfJE?Cps)bL=xre(L5Bx^!CdZmB=W9A>$d`tW!50=(#|KLp1rwThuxhlN`PiH$!b0
z8L5O67#SV5QN+hbo4d<UbW4OJIR@;$>+TN^H}m-$FGM9aQaXFuqLos4?&x>?*?rB~
zcB4T~VO*?VYj&vQRGE6rwlfu(BP>r-?^RHfU=A$V@<%|SNH5t9C+!>d85y2<+V;uR
z)Q-7Z9;(F}n>F;ZAchJ|PENmWoVn!Yx}!|eTV1;k&&tvh7dHbj2IBSBmRek9X8zl^
z8V^YFS%BwKK_I|u?MeF?C-&iNXs7jar4~R5@UFGR_E_XHFoK;sTqj<zh&azoZuSob
zgGNd3F32!B&S^4^Cy2VbvlT4`T1onf9tzmbpNlw{Mn@8fS@;C|SO1n@3J<^PwyYB2
zf7qjLW4nRwr*fF~#`3RCC0Cg=FbHoA|0|aJVoh2;98BEMG{S;5bXmi?*E3V0ZwhtC
zMPg&5>%NIwF6xTo0cK{k&AaLEj*e!hExXUS8s=bBN1Gf`7`rCv#Px1;bE-SD7(@GN
zd7xw}S)_HPG0+V}&p*&IvGMs=Rw?MH2ID!aW4>3&b#%P6vBs#HnMI|fphkv=bASsD
zUIQ^o0#*x2KK!%siIG!<dVPJGi{%iIgMb~D0`=}Zciey_IvP9sBc3XG0sCV>R@Gk#
zfiq*$qa~JTAwTCY?6;yfxCm*=JhNK{Vu;ATTuEexgSvu39M1H>va`UlWN$lHY<f0b
z@!sk}d!Gd{U%O(0>-Y}MUPV)aU6vs=2*ir;QJAA}Ne?^g56AP&9xt*wJdl$|Yhs7V
z&6`Ub>V{VzJRl3sQa<Uwz4N2xltz8-;AiK#{O!}f0s?kl#=Wh`f(->Hax;a!^h*r<
z4Lo!{ih8!WTjbIuQIVJ1O*e@ntjTDC;oziqBv4;_X9B=+{Du<D8j$2L9u3ehb~I48
zOY@_nKjUKb^JhtLu*1lx_wdAoz_>+zIj16!;Fwu@RAgm?hlUQkdh-h$wH58>+PVAe
zn`~aKsTLF%frf4`m&l_E#w2i}o0C5ZZwemzu_l?44`Ph`ua?Uy?&4FH;a9K8(LDGW
zxbg0q=2%pZe6_87jh!a-gqcN}AR2BY>Lpj!G+GGo#Pq>B8|v)HxxKS9iE07?Os(aO
z=F>)yx2UDC4a>q@*dH3Q!SmBC|I=xjSp?{ORc(R;zn>}!9XO}2H)F{`u#U^ba<FAZ
zKO{*PlF4r@lHLs7`C8<5G>&HA<>W=^l_7?G%BHgckOpO6Qv(1hb=xSLl_msY8-bd6
zYBcbP;GvvSs5*$3+<;pm6O&BAXXE&5mml--x)z~O@_c;MAX)$$(aMHKMX6fD)#>OS
zGPCumSi@b^8>93hl{NxxQhgD&Tkul29$|?HP<>)@!>g|X5di*-!vH5#0!!MCKwSS)
ztJDRI{GZZvGwZc>S@TG-5fwrWIEBEMK>ZF?!;R|zvlsMB!mpeJO=sS*)c*5HD=UqN
z;@6l2y&9W=jJJv-YG?5R6ubMgUM~XvCO4s0hD@v4#>;`vaa6)_t{rf8NKswVYvKNE
z<F8e~vHbMrpa?UIdkT4HGEchq-;gq_t&v|8+{xG}So(_hpH`jIKdsg}=7aVEcIXJL
zgw4Oi6ox<&Kww31><7`GgUa8097xL~CLoDJ?j(`7yW*%`v@O_cynB~}fNuiUUX(%}
zWn&`@O8s}v-0*M-n1(r`m{omYA(^1F8Up5>M)(eaG^TFgQoE803^ZV`s#$u!1;UJm
zVO&<_%L3;r0e1mO$j?{*b@CPmf!b<ih!}O@7_)ipser2uiasnF<R;U^<;_8D!G=C1
zs<*|QH3$i(C#njb*ZLV3$jSAxUFB^1`}(=jaR-{4Kz!eKb2>C?E_S%cg7waj)mcmC
z^0tRQJj`P;g{nVX^eFj!Fsfyr!ZPHsweQV58j&46%aAv8E4#O`6-!E3xVTk(0%h6l
zW}np3=G>%yhn`<`%Ng6v`z@PDIyUI6JN@DSuV1O(pLBvY6?vaouWLN%8U7bW3cQ$6
z+(Hr@BoMRE=CMG)!m6wqG+=yZWk{q}@TR**^469DOruUie^o<)VA_9iZtdYP5ZDka
zO+tE0s(MzLtd)%X{BjT4A2M?|BN`dS+YhZnBma0_ex94m80wVkk7>l5Wt0t|`d=ov
z<@#HXVt7h;Cbxhm;fI?P3w)SXygnRzV_;=D*`1DI+^y|_1!{fkUa(<nC|(F*)0W&j
zYOkF_Fs<O)MHhrxy8?x2RD0o<8v2&JIREQ-!*zc{zl4RIofj1IK2Czub&;rLvyJJz
zqNmmO2L{#cy-(okM`(^2V|T`w+?InLhTW{&YeO|9<CY<BEr1=1{av8E{0qC=J)kt$
zoa(XsXRW?cn_pR=bRh-)$fD*+d_8VR5dV;z#SC<=e|iQumW80&4-S6*8l3fYiZ`A_
zurmxVlxJQ6%m7UhI(k0)j6kr%w0tyRBk&aRvX@!qv~W<wEG&|Np9XIfRwoLXo`3ap
z7HG!^ibh1~{>p`C>rD(C{VH7;m^J8*QHXya1T&o1crxY-F;0PsZGYZ7pa1?gOv4h4
zD^9$`GqOAevcDa{PWW}mb2U!l(K4g5vAKZ^O|AXFngo<9ddAsrvv$t`@!O{S=&Ol1
zN0UZ@G!3*gA%WV!-8$NTzqCk0<&&lRt9){DYIM{20ZY4tH0F)tbUy=ntaYsUFub(B
z_?aobDJ`aJsed`&mZg`-Y=}+3aYS7?J&V!u%J+VmA%j|@(gueXeYd{piSuEu)6)RT
zAN`?re)IWM6KXNm?jI=d+F7vTX(GDNT65c_gzW(*;1SiAXu;g5o7^fD#k^P9-1do>
z?8xNgKWcex9;om=pnKTeBOBc(wVxM%hm^F$pkZnP+2c2}1K?kNJ~a&HhG{3o?woG4
zATlx@1Ibb_eNLP!KCwYVGvSMhg8H}4_E%#Glxq_)E;BpEjK#o>f{l2&{d%3=y#J$!
zoScZ!j;tG4j25yN{-;h1QzFk`?(!vwJfG?>?xs{QdG=EucfRcaX?#KTOuxWLI6xP`
zGSt?em(!=oMe*qXV!irl40hGf7p@c~;;nDL=7&0|eByVuU#jMRw#fcI`SpoH!}@86
z5hiK_rJ1<eF91zb{5^TT9RrBU(Xx+wGF5lljPPhS$Fy6?xQPPl?^j{JxlAKYC_!=g
zpGMx(&4RLMS}N#d)(x5fd8-u^;P02$8mz%EmscUB_42){8dj39t!a3-N5M*P)5208
z7SsZ}5@{>j2G?bzHy^Kud<;%-V{=6`dip-g-}*y<XQ=g|&l0ApiV6)KaziWX^`|cF
z5-smwltzX<cZSsqhDS#kWGg3gV5+~>KnsbF2XU2@=5hT*D+zo)w%3U2R=8eSiLj#~
zFsw#)4PhfbyFYmt7S^aauDj57;Lbjjr3#7cm8>9uNR+p``)0|5Xj0(Dy#p03UU@1g
zQz1sdQD?q$69YP~+r~x<ZY0ApB$$w%l79y)j`W`YowKsKG8V5zjJ<vKOINf48e~Ft
zG;^hFrSE>p(MG^gUCcdeSPO~&(YzBFD&38r4X7Q@>IKLf(36)EZdl-M%PG|q0rwIP
zpO1)mWhI#a8hpfUM~`aR*@LskNUsyr-q1b2<>|=<1&i-VxBhQ3+mt+rGn%3OZh^eV
z5_ZU1vILCP0kgyv$h`$bX(IyX+n<0XT&Yd#;a<rs#|_h*2V*Yu;#?(<3V2j~_UUal
zW@5JUZxcqqQ4={UE9|H9432Qnbt)=8o0?{8XvCGW>FG0bc)+uts8>`>F{gcs#i%Id
z&ruodo?Lkfipq*7EQC5>Jx+M~9XA2IH620qKxaaC5u_>@Ib;;R95}+SPMQ=%f>ba_
zd<j4wKYy4BS@8G^pkStWpSB$>ys7fuTOc2|)0}=S3Gf}_rEK_vDA?;Q^9KK&IRO}K
zB(G>MVdYBgS{#&Ne6{?ElE=oU=AFbSEJ8lat+P3-kH`w`d8!@OeB9b|6xDM2fi>Yf
z6Mu5oJ24-1r@dExe@Ce-L!2{0Xaw_(ALU-$AAmP1^N4K7rEGX5+DZx6|7urDejJxh
zW`8^AI~6s}cVNR``^D{74-W!k|D09!Rx84x7Naz6oWp?Mt$0WEk9upsmZCca7{!Ct
zV&@p}fpVG7{JMaf7|o1-y$v@Lw1XkSo%+>rcAPd>rGtxPw_GAKbH{mm`yj?jG@?XA
z$iGG$c)VZ$#?Uh^=}wWo1-pIO_o2v8)=-v9#?&7Ei!avByP`da;k~0@Eb=k<>HK3g
zj0u2LnEjrkfdmp-gY=9N3y@MiJ1Sn~Qbp~i$es3RiGHrrc33oB0Mk~xRhdnB?^;R+
z6S`Ubw)VonDdC0|f7l(u5*~F1h!wV+Z1o{n`#>L3%mJfLE$92BJEzB@B%9Z`Vs=)`
ziguNaj=?PyjcvPQ@z|b#6Glm{R2kPeMS-Rwecb<TIhRiV1o0f57zrZ)d725B)|~dV
zNH#UAt2Qi5#xqP%8|H3$7W_47_Y1J0IT$1XCqS)tS8gxv9)-XRHb#<D*qaW#-;wK~
z9uNdQptzq0tQ}YaZs35$nOT&*BUh`u0yh$6m;v9~+MbOHdTD~Q)#kg1M2_v^n~$f(
z$;ruM+n+oji6rgO&_ro~H%bVdDuT^GfLz=++}|tL1awnKbtEfxB;9)z6AK0iB4|3N
zc-IQQ57js)0-!`Jd5H`n5sqo+BJKcbdFHf41SvPc$$$IK5!8N*aUGW*H!Y>e`7O=d
z?pDHoUHtaT7uC~0qzt%w`Qqoxu{ktNDw)SqGatxT=<c1O_la<}D$PmH+KGK>)|V_U
zzuz;`yL~=lpP%{6lis-g_AwCa=4C2Vsk))hDBTH(BAJQt&|i%216_4g8mItKQ`O>4
zXC@*?Q%t9$=aXeSah`t5KxMH}j<(bE=di4r`tu;vh`)wdI&E*Y8=Ya`wWLUc|6T)_
zLvBr4EkfFPj;H%!{~+U3ntA*Ki^9fd;(BrqL#^|E+G#!@g~Ie#g&n=0*%iX!dIicJ
zE5N7p+wkGAe)UQLShy!A8Zb>%wS{~_cMs3PYY9Ul0r8i<;p|P1j1mq1?%gp1{V>a-
zv8eZ{a=HdU*uV{yy;U(`xIR=`B8W1UkG%JX>FjbK^5rH_*C{BJpMcT&ncrr8M_sX<
zBN)sWGBI(b?CdXn-m^cwMEDdcjKrf~jK)?N#00ayyisl1IEC&^Z}_LVZ{c%tlMmDQ
z?Q(&UwyfrZ<f2|8D|Ik+a&*!ZwLBme&;+E4@!zc9d&&e>w!-kiK#yjkzS`%uGQO3q
zp3q)!?*S0lFp-n&LsYc}xnRbg+W+YN*>0AW#<CJ1!xzZOGK5UklI2yhH6tCK5hqNc
zS`m!gPw4LTv-`5G;n>Ww1}wz?D9jAl<=-zxT3*EGB{OsMYe>olJCDkqg}H*+qM#rQ
zGpoWFTdiGsngdxdfPMf+<&hc{qXSOISXMS@qG=Zv@@yt+?Cd8KN<#4x!JLbvE-MKb
zFM%_1C~ma;UYq*~#zX;O7xG3Zo^MwP01+r3u&cG1#nEeeF4Z~QVf_U-E4KV9nAs<&
zdI!*G1wgbD=RIaZFf?2Qy1f&f>cJ?$0;**Bi*(`fQX0{nV89(vi!0oI2W_Na5^->~
zd^7@#L!SMe>D&p)Y?1?QJ~QB2F{lKiRTHYwdAA#VQpdAce`cQb-AB#k_-Gi$n7A|Y
z0Jc5!PR!R}-+uw9d@rs7k>2`Ty>s_ylLRRAdNlRc1<YYjw>`Y-DM_bYX7;Nd)G8P`
z9BqMHBQ@{vs8{rU^CliN76R_O(wHm8&OT8|%LCB^ebn|zP5lpjL$^kPC9?pueN{!E
zF+YFPBuOd5ZVXT=oT^9Pkq-)IjYHq)-r6|MVj>lXrepy%Tv`c<`QD{TB{rD_%o$LJ
zUB777vX93XlvpIYGF~aqnmSCr;dZ|7koa_0en~NNqTRw<D-l3r`}D&_MZ4H_AZ6PT
z;KZ!a2yjSG4-z|fzOo>JScH~#oX#uBOSTLNBJ5tG7#6?XltoIUVY@_BE4o*K4>RoF
zm^5wL)2v!Qt|i@xGV*GfA}%ed&lK~KlUAz1WN=IY<Q`VJfu0>ZJFjb7<y>?<W@st9
zLGxji%%nNTY7%*#*r_q{Yh;0R-gdSR%Jk=&!Z4O*6tlvf4yWQsvbNvA%>i~IvT4OZ
zG9nneRGOjjkGZr4mtUz^^}B-kKlgN@k*tmm2f)>U)r`xj61}QwKcAYISj?GVY(}#Q
zmEbs{tuw_9fl>!Y8W6#~)n1&S-j&?VX$l!F`-qcZ0^@O--lIQF?!`J{z9)r8H>8mp
z2~?=FP&HA)5ZGNJ3Zd8KQny8Rf>}v0b2Ke7T5D_zS>Nx8>@44<@<ke+zaBUywkjAo
z)-6KpFPAm%rk!nLk4HxYtLl+jvnNqTSges(CICB_bq<kY4lt-w@51=H^#q6QsjP<w
z{M}xz8Mc%*6l>5lno!(ke{=Kq28}8#UAn*)1zN1CnS9jC-{pX|PpB=bd8r21#91IX
zITTfEc4O7YQrFiXQ;E&+>#(BHJhZ8Oi0tg0E>j%$la!w9CF08l>JJ#KoOw2rtu<>C
zQ)?w7`>|r8iBCFlt$%DUwAgLe@J{RE#U$!K<=}~$@@%>P$v0Jipvy#{E^f!i?mY|U
zb>zj7d+sgNo`3n8_H=VfC-e}LjxE}7I6#5OQoqv%j_;<?XUnx^`Bcrfz-<h>sYXW?
z&HDm0n!4RbM+RrJr;gu~6F%#emhnR41Vzrm?r$ASgN$J3hY}a_0Gn~3Nv#Mc1cSLu
zhkAtCMpKR2$IS}Mkn6@NS--ge6Trba9zFvwpU6Z^)I&{C0><`mXihZ-r)iop4r@OE
zdmMayw%#<E2yi%Fei98+(_;5^SL|DSXQYc&<h}cXAxeB;d{IEDdL_O##T8(EFgt)N
zE)Pf_yxQj%Xg7d7!QG1$c%IpGOcajjJ{LVp-g$oS=HpvTpCIt7H}7~q`1Hh<)Q+(R
z=D~(tM_?zWEjfx>U}J`N-13$YVWCgda`#p4>%M$>`#rIm)#Bm1b_Ppvyxw^Qua>jN
z_51xznX)g}yF_MPh<;rhJN@8khp{Nz?VUkVES;>@$rJUbM?d9ass48sfMF<$sGxj&
zRk!?+G>w0??w2oTDeh~J2q}|{g%T#KCfB_G!pp!Ua)~WR4>wgO%lMl6^wBTMY5z49
zi~P={NVI9~6p#9Vh<nycgGLwZ!6x4He&@jMfL0kN)isCW>`JL~ojOG$_MglF0Y(PA
zH6a~@ikilOnV44)a#ff?QJO(Wd=>UX%{=9g^(JYUfj#VbU>VAN{k5}uvO~1o8g<vX
z6$2AX(NIUkakanSo64$vcyY1Zix+1r(@@RiWT)=laI?caAsd?#-3GXdSm}5Uq26AP
zWo?m%Zg}v%vPMgW(@EOp*AH<u2x5ivBaHQRyy8U<_J!CCoAlbM?zt@-`VseEQFtcn
z<P?;zYy@wYcehzhA~tY?1q20MOO9N)Yg591x;_|Sds3)jz*!oCd1i=>h|*%_Y}G=u
zyR~G~HcXe=IvlI;7^d3@$yMo#?27n3n-fBF{dyc3ud%$nQTu8phSKfTm{cso-q7D-
ziG)VTl#F5t47yKjjg1taXx{$h>_MaI=2qhC%PO}z^#UWSDkmSRCRZziyhX%GH8!WA
zG0X@(HqYwqhzMe4FI7?b)WXeeI$SW&rDKsqxJ6skmk-u$i<uD7ZK`;V)J)}$$>A#w
z&?5XEuJ!tneCB1&3&H$fQiONSY88*2BVUGucJuCjZ6@a{PsPamHO7vSE~k4W6rD&Q
zOPkz3OGPgCvq}(YsOscQ(xl~JIcPpdzdLBLliS<7;%#xH)^s!`uP80}G_{86M@!2@
z?u`JCQVe6?)>4aa36uH}vk2RSE3s#iUx*y9)eJqGPJ{HVir=V{M#Jvz4+2z0<6kSO
zRl8EeYF`Ctk3JRin~L!Zgcc$vs;xFu?fXP>)20~`O%a8K(Pd?l)AxlC(sI>9u{rTm
z@fJyxC6$$$dNr$KN4wW_TbiGDM#8?&&Pro2>BF^-jodtQ4<2@LH}R($q`KT*=^SZ5
zI-9*gAZ+3%*wor8@A1_+k|OQJ?~(?NIw2V8Sx;s%?KuSZ6y9})1kFxn`?(EF#`ppE
zstG3!zjEstTf#O8+7gqH=jxSF<~pQ9lOnI)hN+v4SY_G|rzwvWSxFU_wwRRvF`Wd-
z;v^@>;&%MbW#?E=3hp@Y4DHmYDQOW=dN|$by_C#^hwn5n9%bl%ENx-=&F0{9X?_lG
z&sRxkwOh}n(-o~YMd>#;CZn}-lV|OQC;EcA6~YGRZ#Bh_vJJTwqlI9t&Zs}}!FyvI
zG4NwAvtx*dmMzkHDdUNKmq=kr{SBnqz+D(@3}mLVHAo@lP)#YD>U(q0@0}s04$^RV
zg-uVw6<ow9_=#8k{^mYB(v6G0n{(;Pz2TMs(xAEn?#O=2+DW9}n8|4!y>idk0vsd*
zE|)A{#auUcPsrq`O1ktqGS%Tsg~zJIw%mBZRg#tPK{;=A*_q&q|IANO2;|q9HYW+>
z2QxU6N2`;4M}Lk>x>p_+Fl>k@uf3eELX(tkEDzrI-fvpat>;!w)SuGZXo4zUx)hFb
z3*Ndvf;#;o=zUN-7x(9DdiBh&H&)F<r!CZLHGnTw+xRv6d-Xj+bEVk-Xq9L>UUv>P
z{iPv$>n`d%VK63_aB|P~sAY^<VB<sZuKW*+IUlCxSS+zm2D3ICT7@5o-rn9-wb_@+
zbB`LPyYF*W-BgLtob;d`8l8IQ?YL;O*3A+_i?qLAxHHdakt@N%#-zK+Rl0pXn|^S7
z%*?~1l$?CtlGIQ$ny;9;XFY=O^*h-lkB^5jJ;^RP+TX~2bLD<q8s!2kNEY0lW<8w~
zH!310U?BS3y}=;WnP}xW54y7wZn3qyIryVkB7!O<*TH~n{&H)@#f@T-xGvcWm+L9o
z>1ffkIUV&wnfod?oz4?W#ecDOb|%6g#}W#2tK|gr#k5<_r^(RK!nz={);(WGQrB(k
z<CzkqZuil<eZ<!~pINVJl=I_5YL2g|83!Jpe7r|IUofGYTCADsTVI>?z&yX5k%vtR
zoDli31x&pM38pn#ErKd0SH6D@{$bBPe9_kCdLsHkAMc)!WzZV|JiHxs%P4J&y$`43
zdqb7X_LE*RskJmeYQtP$b?0@oOivmkxYeLcNS`?Ge0Md8y7Ad->)!_kr2US*6)9(W
zPWx`F$f~KT)@zpakM$;FtNo52A0BAOrI7EU?YMs%?zq)xv#!KX$Tq1#Wn-8THq~~D
z88b)bdG3p(O!V9uO9bnsF4sM*{^AE}I@!=C9`&&D)s$73Qs6m(QBk|~?Qahuzcl5#
znRi!0dXPLVG6F`TDlIKe?{Q@fpLFd<!v?FCf*o|)Yl)GLUMeYaeiLC^jM~mp-kmgx
z)bMtW12ui^S2TCu8M7Wbvt`INuBy^f{LN9liK=poe>&2#&+wur;x&GVijo9fgHM=6
z6~wpCs7CyD^Is%0vn{W+MoPaJgMt0z)uc!-DRMpPk9o1b)?SKV{(qdkcRZWx|398i
zrvn{Ei*ULqingdtRZ*+<C_+o^O=1&mk80JZs=fD?DluY22U<!H#HQ3pg4BrEepmFI
z_vicf?|wWIE%&&_Yd&Ak>$=7NuB-&gvp2M!ZOvCDH5XF7D4DB`Z6ElVW3vMIDd(a2
z+~0dhG3UzGa_vL?H{abAVm;eqbe=cY>GMBuwRfGiglZQCw4-4<ckqS=E4%Ua8#f;8
zZXpIT6<?Eja$*TA-;XnFIsNFq8hJ7KD)DK+8eP)D`1W(aR8cjFxwn*J`>;N;FRUP`
z6&PiqC}C3vXTPiQ4-Z3{S4|eY>&M`KK|<!P3m0{l@CXyqKU;564PW#ZjL)ky>pI`5
zpY0keWmYgPQ#^7WF&+7WwY~7G(G&DAyiF;CwAI02uQMT>KkeI?LdnQuaOKP?Pa6v$
zZSh$oqbyTLlo|uRCPwvMCJ(UA*Kdv>D00?Xs)yj&*`{9Xu7m^y=Qu1DCCr_Y<rT(@
z-a4(x$cpM4^TtfEowS0q2@E35>FSxk$al(Cy`%Wow6(6)91|&qD{t+WJ<wu3oxiPT
zyA0IS@&-!36T(^jhN~At9GzU$)x-OmpPguLCuPsi>)_9trGYT0)rDd0%SxJQ8tiYR
z0uLj3!Z3%y$FAraL<>WlWu^{r8t>!QF`)tl+qFeOj8Oc669`&17J)Qhih`oL1x4c>
zD0^08-kmzsJxW!3NKSvBiMZ2%bkI5_GWq5u7^NX7^043A2}dxbOM9#An5ob5EMIFw
zkU?NYr@xQ)_VWvB!yk7um+HUl#>;m6h`@W{kZ#h)|5kH6&z1T8e1OBsR|{z)y)0bQ
zNGT^zB3%>VL;qNC#Pl1=%d_Ecao$%vJ?XoAYmtQq|Iivta8;*mrIYq2U6=1tg??{5
z*Lp`Z3?3QgG(!{++OKq?-#-K{Ku?bl_2YNX=_gMVIpn03b5sj<s$ANlzL=r~w6*1>
zw8NO<1c3c|$+VdN<O`<AYtH?JgIQRMm9DLS#BIDbo3ydPfITr;ws9H7Ivj^IfLV=@
z8+3~}lH(pIvV|C_DgrEb{54h<gjacm8~<2rK2BQa5$<u(4=c7)uL26F!^$e|zrV}6
z6|5MQuenshY-dgp$H&&c!!~WCwMMJ=NGV}bqNb?pJOcd*6K?(6IM@^E_D3b?VKCnw
zLtR^~8yhCS$WAf+j?+Hp%+-BOKDgFaVd<ZBs6fwx-;n>z7aJ1CgrYw0I-u^5g^bza
zso!vWa@1R)!gtB5%N2!Y34bBT=dxCDi_7@+WYZE5ZuJa|DkX2u9AEq)sOM6qb;;#O
zTntB9dQn=RsJKeZSr^89A7(YR7`iAK8dDRlva-fG4SgK*-<(ly?~p0>UVJX@>u$^l
z9X90WPsg5iaDR(!Wzy&!e8QJt+71FNH@2Div7wTgxw(=jk6tHB3K)9yJb4*=*qxyu
z-k`X?s<+50zI7e&ped~@YLF07Jzc{bV|kPOv16);k-jWa%&$%6)yFC}Hf7^MK6Pxu
z?fp~&<G{wU!$*@*)b!~2z?GKcP(k@DGZfTH`sCFy_=Kk1N{Uz9nYq0yQ3M-y$Gs`@
zF|QG+{G8O7f{e|F=UWQ|MMb;dESYLDE8$|R<Ve%XI-OnrucVJB8s86#_hu37izh>$
zUuX_`A8+WOv83oS9DH}kj7I*}<Ef@c5Qg@NqGSCJ+@ktkaMR0JO!UW(0zzihW*P}g
zdag@Pjvd`_m~1`@hD1v)ptaT}=66zYVQJ5lVLi1odr?4AC!1SMSK7z-<8j*JWlNs$
z$U|;$d?%0NY$;-2|J!H12OxHEzNvp2lBo==jx92_j1s@p4Fn1Js#f?_-@@Wz(?;6(
zNuiBPsst_0T+3b3aePd}Fo`h$?LTcHw>!C+pL4et$>wZmgp-WE{wgMS#%V<?7x|oc
z!Opom^M0901=v)pHZ=F2zs8Vcd$r!JvhB4!JEyqHxeqF9lwyrGnn563=1QH3{0Voh
ztV_>0`f56G@tsv8i^G+)#5*nunIhPc;yFvp!eow=;i?llD(Y4K1#N{OHqDlK$)UM~
zxp(idxT|?`Yotaj+*9R;xYLTb&yua&>JOh4D!LH3Li*?gZMSwzOn9A&dj4WZJotWi
zYqVtDPG5Ce*ji^c*REHq=dt4(#L*{e^s$nDDXMgKQj65JrRS4!Md$tzNQjSB{sqY0
zN_zg{w&#?`n?W#Rk5H3<GH@4ThKp(AmRXytHDrv#3o#EXY0)nijC?0+xr1k&c2~cD
zKlytyY-K4MBxVvjKhFpK{%p9i`gX?Ob!!Z}7TqRd=>7pqyl(gF>ubj`YW<M^G`d7n
z^-vcm5D}uu>-Jp@TGH;h26Iem1J|Z+_hrF2@jZ~*7!b7$r+VE@spjd<cVU1}x)%io
z-5{M~F9+K6K4w@A#G+MvDLNoz#vqQFRy)@WphR?l&Rx8Ci$l7q<oM|a?j!4Z8gcIp
z9Y1|cORkYrRedAa$9Ki(yh<)uhV~N6e2Cc_ND8S;qWlgNESK=TK<Aff4Wns==|Nsu
zz4fZZfs*5^XU;!-QZphRu<qZPihhVMhvurq`v3lbKL*mLc>)bLP#JBW83nzNMLfB;
zHdRB{$roF2hpopF9-S_tYo7%5wb~>F^-+G>qVly}@Y9o}h6EFF<PcNP9b_d)AQ0o<
z4APJfF~ij-ZbBJDI6sbnh*2_s!G(eD)jhqTMmC0J_lA!bt9rio&uh7U1syA`e7oca
zanRY@Ww^?+BYv^BJ<hMVxY*Ftv`QsXeIVq}iIXQ+c3w9xde;xQj2E~efAkM)g@%XQ
zmw1I;b6V)W8d}9D24xO8a==tcrIUJ^9iSp*eXDLFMuv#8rAEK^mxo17FLYJdFEj0~
zW@y02zj7x_BSHcLufOzQ#RjcSVEjmrK{%Tdby!WRo|)Xw98U}l6A^>9JXtvvMU3-F
zAbk%DrkmV4N^}NU0(&v9)<jeT2kFuYrn_kuJTiDNKLlb4lf9#49d?!fX7j4d<3p0h
zo39<|dB=jwHrj6+B%+|=e@Wi_Vo^`~17a?4(8r&OHM`b0ja0udt#uDGDj&@OS_85(
zF-L=UTkDHA6cliYY9DT?M#VXeXLAK%oePSKoy4mwpYuj&8rBFyHC2ze#~)BCy6D`K
zOvOs<P%etyg)k-&X<%CO0PiuGb;oTSHJ6@(ib$`(EE29X*b2D&+_LU6J$8J{VMWA0
zCF=QpvNx^G|7X@I*0W1e%HfqwgMTY1Si%A=wDG!K?F&+zPl3p6ew5G8fjsmm&Apcq
zT(7p8u&C4ayBgzsPlS<@@ZgdlBn(Wnx94WwB12Ws+$E4>6>GVN+}6uRnm*^}75D+y
zOt1o}>l39cHsR4M1bMx^tt}g*Rbrk`-+@G3c8>-J`Mw6>7m=(yf)?B_e0N^Papx5a
zW2gG>#5|QlZudY3A@0ZNVyzHs3`(LqUe8)jtM$&r&i@tW#ljj#c0+Efd~(^LZcjw&
z-ap#0Qk%T<+1h`(v&DZ&7nc<Cb*vNiLF*Vp6gj@+cv94q4o!BwZmG_tN?N&&_VGmM
zb`-fKA-Ef_ZShq4<Rm<lK|^eA#97D`ZT9^&RNOC6gxc{+6nZKoOj=jBOh}3WDG)z|
zEW9sI-%&-TP+O%G*tzTc6*+C}NHJps+OWiU&gti8b0F5*pFSPpkd@S(ON}kfy^7=c
z{ZSP4z*1;5e}=rm%JmBc1erYg<U6;a0h8}-dIv*9=^H4#g?py07~9^^-vcofu*RV^
zr|v*ca2JB?N@BviI8Kl@|BQjxw?*lZ&r|g9T8To}z-qKbVfWj+c#pq}1|0EK6Ub6p
zdi}k<;B<6EbDt%yJHogiIqK&bg86one4>0O{B)+_%q+C06jh0~^~&0!zUqI!>Mtmj
zl|wXv$fkmjFuk#@>IqrCY@$KCekI(%3C&-wF9Wh1U6AbLT~qcmuP15(+hGs<zG>}E
z<GQ-A{&Ls{m5BNBm@Ba?JQL$^*#ZInlD-`fZ!b=nvnCi^FEMW5jZ!yMxvlZ#aQVUB
zAAdlXDv*_EH}1VCZ>-G#zQ$3SNw#n5nhdpF@C|%X{D`=N-b<pS{nt}&H+n;UbaBYP
zonR=R8hcd2IxcL&9=Te&FEhhejG*OYkTY<acc3koT$`v@8aF=MIO2Jm;VjLs&?%?H
zoh+)of3Z6F8f6P}PH1@a-0(V_NnMaJ$)={9LVJ*d0j_erq`#c$r^~~x>#=M(=?=F*
zY9|WC7f!bcRz3YLEM%To^8C4#vU2F2!PWB@FIq{b<AL!i>k{rJoT_mGU{!b|Q~y^G
z{@uz<A?#~H%KxEb+y`9@VW;DT)0Tp0CyK5deB?rCm5s_@lH+^3*S0z=v3i8^vzXN=
zFBX=sM^ufggT1n5yC(7(f<*`5EIWkP;f{1*v2lNt^`nWb)1wepr&YB7uEkjJ^i8}j
z*VO)Ah0Y6xYmUt!NAbFl91tJGmyYEOO*|!ktMH7xn3}86YE!5r6JHML-iqQ9BDC&z
zU9Xgy%LIv8pRm}2M!a^{b-bWZYl)qzEWFU*4clVhyK6Fl6j~(h!$c_5RpYpoU4KvM
zg=U*q^7A8YAYkDVGOf^PYGRALFsOB2CI9-JaI1&SSN~6bEl9t6JmuDVYcNmEUv@#`
zoxzO01u_*tLD6qb9n6W94R&<Z)&Vf*2zO$RaYn7?p*>A;ia`3#+~G9Q!g>$}SxJX~
zX_ODD>wT9a=IJg$?`c?Q-EiIND_4xiE8_K#j>7T^Qhi?Cmh+yip|KhDjaRRj!_(y9
z+d1bTFF;CE72F|j<2Ht3G@}(YG?+en7EFp8P)m}t>gT)C<&?l8eEs?Wv%)XO<*76Q
zp)v!MMFoc_FIYhf`!zRbEuF4!0D}9U;V`<-1ty_S1|3V6-iZjw%?)28UFk{E|Jh&P
ztYd=SjswO+TX@)X->rr+qU7(p_1@5)jQyRsE(L4>ulACYG*dEhlfdq{@cSvyBXQ`l
zeMCc*9@2M3!GF;$0oWxLpHT%>WIgiTaHwDF^<O!v+Vd3(o&6dj{;i%mAvtjwg#)9?
zBWp9y%Yb7fv{;LZc|SN8ng}t!2e6JiZVH)*6dHfPNHA2&w7eN&NlyYnYpLqdx}^z1
zC+q-t<uNV4`&+3TWP}MQRP@W!#Nu1ldhg$}H~?989<8>VxY6E2_pyJu<#>FF75BD3
zS4lox7V`hdamBE+|7@hPBm22ROPJi?bo|c{KQ#Kz?t}uHBdz?3|3Zajp%O#9nmc>_
zYBZ@asf0Q>Hm#+q2-U`}zi4IDHUcfe>!w-_LwQKMNZ)}YIH!U}6p^AW3O(ZPry8Bn
zT`=J~uwx^`!g@BlgLkd(L(}VsZw!-q05SvoBpuG0CBjRgZTO^4(N%z{<oeTI8D?--
zsJ~*CNc~7PFdA?i`Uu<F+vZvv^}7$1sqQb-{SI=w7VG_W8P8JlRgigX+sGKg^h+)U
zofmuZv>1aRK9=T~)D;kLT+66SS=(DP#Oz@dNn?ToId3Rnn<X-xbJuX+LoJkhZ(DZE
z{SlJ7+TCTChz{_H;SO*v&)4ECtgr^*k>aVby=E>s>ZHhp-T8a%+6Lru1!TEI#@dfZ
zs-X24YWgGpZHjRsa6l5{VoE5icU+sW2t-op)2HcVQMcIm(xDs>erqLlYXk*!TO6BA
z2AGuh0)OvTXXtP(0_#nY6R_kt@HqfHwV{UVTiH>rCrWzeYAWo!E#V3N*58xE2Y{nI
zuP(Ko$xp9Oo(A>{_Y=T5rqy?}Ek%aQVVkOPse`&eXYC(gk8W=Et{>@YEr+R!xqtI2
zE-#O}!3IMpD>SZ?;_|IQ`o*jWT(9r5&N>EaG*N?EP~XZgaQQ2o%Qur*-Xzba!v}cY
z#=DCn3@K4B*tT3fqUd=lI>9C>>bbN<FtTXt=~qV+qio{!hcS%^EU;<C+e;U$rNfov
zmVe2@0zLA3@!0_K80}pj3lrZ?aV{IdXoIYap6jbWoWD-|)ys=luq-eW=CPN&2H8Qu
zHkD0NV1?+ElkY8cZdh8r(ZeVgTcUiaix&$X#$@GRk%m3&x+G-sHfN@T1~zD-r(BWT
zY1!Oz(tf`*(K0Jh^W@MGbRet=WEY5~4^JaG(@U8a<-7*Cnum@v1sjc2^BBMl3Y&Ik
zy$`T3umObZQBakd{5dQ1z2{wjz}j!9^$cYW=(4OPsEKd~&YxnuIBG~R7j1@fr5-Bj
z&o^62$s=SW->_7Xz(f?2OvkpGog24H?K-pd2w`3W0u3<EG>JQ%aF(#G6@?T73!^f@
z@_9QDcdQS%3it6@y7etR&*4aqD}*2w<ko0zVwVMVMbjJAKPm3zUpWl;yk&P>CJ-i0
zm8Yui)ax)rzi*$w8O!0N`GI%cqDC0ke*hS8T0RIB;sjT#9xFywI}f3{yZ?^lh|BHC
z(eEqLPbB&>8S5DpQG!RaDDl6FYjf{CYMc`HFetwLj{p7fWb!iK9FbUn)%W-36WU&;
z<xhk95Hmdr^Zh_mfR(ftbBuY;{EgS0d=@V<kz;HLD{bRW$t{OnY@9C7$64fnso;>f
z-2!LnTV5*d4=1zadwh|jZF^2wHub@3A`G0X>=5C<=6LW<sQp6hE;SIit>`C}L+GcA
z++)-l937<$Zjx75f7Sg1Ynk&;tvh}hk~swAc(}?1JK!qNhtUd^_HMXG2PTrZbAlVE
z;)brMxI90i*#-}P_fB2NyjJNH+pqcNXXmb6g?G>QeCLpFs2{FcE~Pnx$4J-TwG<gG
zFOy;7zawpMUNz70Yl!Q~m1dhfi0TkB^L|oLdS4?gqNkCT3MLw$sDFbJSqKA2Y5cb$
zLrF0#Wv5zmQ=*PAuWfNE6o1Gx0UPn8@9ZSPzQX$ZOsQlLj-}u%T%}Kv>VA%EudU<t
zWj&KO_4CJ;v&Q$^`tz+NTdK(U<Xu|1IP{2QnZm9^x%Z;LZD@{isdtL}M1%gJ{j~lc
zwh4|dcNj_Mat3e4GaMU@1GOHo3m{k%EQfT+!t*QWmQhn^4rBTETm~`PHZz7KmW#!Q
zf}{mYjP3H^<oOtv&pSIg$qEXp8u1GThK6NZYp?0foHSBX*|r<`$bGW5>CyWfWkK)n
zARgC!fpJ)SyTsz1t<1!IqkosSZ)Q|t=QFpn-QlctAz^9x*i&PRq`cKG@)K#WZpngP
zGW&fKfcHp0zostEq~b%3GV~GAfApw?fqTPTDGY)C)v=Wr^`dfZk1hj!bWjeY9MbWq
z4g#h#bc-skq^at`0qTPeK7qMJ5q*{;iD%fnqltgn@qV!2D^k{rgH2T&pBxzXcPh@;
zBsxjI)R6McHE_DaX5YWn*gh0w(j+fWF9q(8FLQJky!kwGEG24Q$EZXLRB#-7vZ1Cm
z<@E9bz*`)@y)7r<`5tCvrC0ti0M3#PHC(o-;d34P!K4SOB<86j!MHS{T%nsT{^By1
z)9eofhM0db-?~{5Jh-H0JlXM}(_bn(Tn;sNn7G{8-Q1rg_nwf8OJcJIrr^hTW7}G{
zk|k+eA+;p^;!a>)y=jTosRT-|*^hJ6p7L9PX?r`{C&0uTerlRlpI@lEVr^|T>@cx6
z9UkdGSN=!E&iUsdcS~L^T_{$w?iD9uMX{zp(?|SFN(Sc0Sq0eM<#+067tYL5i)D_t
zLyv&Qf1kh++)1KyWO7dMu5^hdHugvW@ED*D?9dV}w>6*BFCbW=_c#-jL#6q}#ZCG7
zb=4otPsWS3A7$8d0vT2$kB4VcpOUhTX_Zxig|AZuFyFc%Sk!Gj=^{4}<%9SkHB3mH
zzOQ8>J<Ig{E2R@`{kfJ_E{l!!zp9)BCcM&n(V}sEE82g#<-6m=c%{lU{}SAs%Rt^7
z^)~bfl?5tuNkM@Jy_(tcfpMr}?iGd)lo)=Bsi{HHPR3{H>p7b*1qKDZ2MB+}dwUpi
z6QZW)@F>p6?MAnch9`B(?2RGJ+K|u%6|1#;etdngbUtdS{wh$0XdutV8S={tE+wU<
z{qaKEaj{+xL~ToZ)8&*unl6I1LhFko*X5fUr=~|r^b2l=hSli$`hNKQWu$iJhN$k@
zOUbfDHN4s+A+_T23IPx`*?<7bPs7s?AVOF9Z(P;Ud3uWfKQ6!tkDuxh%*F|W?$^GC
z3WAEx;hnLX3-p1p7oyvSFy9sQF%0RsygKEf;%P4Oh+B=rc+JS#ih{6DM~tui;M|1s
zfEn(VMns99TbH9&y;ukQbiqiRajpS#ljSu8rEqjqi9^0Lg?Jqdh*IdwqmFCcOB`}l
z+u9@R3v$IXfTpmav5MHRuNw|K=5#ls3&3x0dNHa%cdc$N51lx<vOVN{8v&K^zIW_c
zivWmh)8$mrU~WK3WPY&XJP2^#j|o2_HBj|SmO}qIy0<2=RP>1_IJoKLi4%0|ARthz
zol*e!186iO?lCBIB6fUjawu(}P<83jGlhEZk?LnFGzGuihiRYTJ+H(N3m541gUt=o
z_cbV!fRj;<W3%^yq}^hp*fMmqBB^$Bj7%%WVe2j|Ls@0Rp~pJftaMH6GjDt>gbjW_
zob~%dEWwGL<La9h&)aSe(|%@Ptw}xrpMhVV0rK2ky&r_y?>xhC?z$yUx(FEOOawhK
z=ALY!#oO=vW;tm!=}w>Q@#j`@yM4+4_oW>Y2zCXAfkY5|*wiHZ4_urRRKY2391hYi
z@r$GSxhHb)nr-gMxw#L5uzwTa08^N>IVa<z1F9yNmF%W>x$k<_%S;kbL;FL8E;7tO
zyNoXurP0Oiqkl^gfHZ!7jq>ocO}s<u7pzuB$#`U&_V@F>QCC+Ncv?ARQ#oX)r?)wA
zIPT@X#YdAHj)bK((Zb`$xA-Lou{};^Wq0D@jdmA?`5yKaVlZH1BSUH54+fkPY@}~7
zo=|CnVvuD93(TH4bxKcN{XOsL2YUN^Fc!A;eY-D3g{8VZU<w6<2|d%S?_dJLWp82L
zi~N$jYQs7owY}4JHUUk=afJ8o9#g8vtU-kqU`sqS7)T97+3-z}mwVL#H6<>saPN_B
zOpE6V0?2-N#9z94_x^czPNvvPQzl&*4De(r9Y%9q0`>epJ~^Y^fEJ0Mo85<z``d>@
z(WiQOD4f7faXD`-h;MZ?p4V!-D@U$b(4UBim;2^pyv@XAY+i5^e=C(&xV&+FNzRsT
zFn@bK$x;N7fbz6T{)2abDMHW2Y@AlsmiS75%#~~mdUNziC@OtC*T>%*lwdA>-eve`
zp;k&PPtE%6Pfbno3b4vNf_!kpJ%BEtJ*=~AaTX{rPAs4TINh4(ur~j+rL9W8fm3+;
z5r}7AsJ6ok3pHidS%@ISj{`^%u>NV*BTkQP?IJI98$!Q~BuCM8R)YS%iP{QE@DI8j
zQDJ=QcU*E{V!!DwtX_FO`&0lx0~rK2Dc>5r5h~|Di~rb@Hmfn0`Ua0M^6)$vfP*d*
zr>$ccuyUD-*RJ8z-+lhPbSw4OoVt2CqDT|5nz}SSo0?OOLCK6YZH;jHyJ+;uO(dn}
zps^yIjp?GEQrnHvQ#(=Z^N#xyzp*=kL47rLsaxw2+YTe+K`o{j|LF8!n`ca1!iH^3
zE`X?#{gQE>6d%euo(ZdeOr=aH?{53_L`pD$#SXG2#gwLzd>KmWH6ETf!gW{mr`rmo
z;Kwi6ojP?w&*Z^dI+SK&G=*EAp$HDNQ#bwBLj9yo&9j;=RwUmpssU`G$GoNNlCkS5
z`rD)5ldACmfpVhfJEMJ34VQ&1Gf-i!JWkRlWq*{QgpCsZVPg5}Td3VMn#s@pG&$;-
zKd9!dF9{mW4X)?sNT&5Wu7>B;-;kI8IJB^`oF#oc9Tz8aQghC6!D+hC>Ye@w$A}MR
z(e85`b^>Br?&TZ+^LWBT|ETr;%=Q$5RjP_KHkt&`SWA?)?{Ew&=ziJa6Nou{G=UWg
zEiTe$uqX8$65ucDTNomXy9{pwd^{z1vm;AOc<vVo^R*h7=XJVK2aOtd%1)XgY9M|;
zND@vN)L>5^dEs4iB+Vfpry^*n6)FlU1^66#H+29|+qgD<PHunlSbk3Pmxkq8J>V&N
z@)C5!eij9r*O^Jcq`Kj!`zk%ZSTK_CEkFo#KTvAVO?}a7bH{AddJEjRVKmp3zHjj}
zZ4~|D%gArJ!`*tIMuzCwI1Lk%S9%9u@C}VG8_FTr-T<JQDk~t%T-rS+=6u)qn$M!W
zq!7nBHnv<&*9)ce4|tggnA_mY<!L-(m-<51s#*nXFuK<`-H-KY0LA~co;fmN#?98A
zq#T6ksXdKfmOZ=(-nlaAAd7s(3-QgwHmx)+)g!8Q8Xo7$nc@JUfaStufgtL~ZRoLw
z?<{>aJ#H<^O(_-@Y{JKFVX{pH#0zDYeP~Y*i&L995%u1Y-BHjmtu_c(dG4>F{iKIY
z6-aVZ{vLb_Q6quI?yY0CQ`$%R$X&lUguZ)YA|lgjil)0-i7FlvG&JL`8Pd#a!psZh
zcV{A}(gWip;bW<RLSS%aTcSwbq?GolA1G0CGvE5hS{$+Ee0!2=JdJ^o=|S^{TU5dv
zfN8;OMP0<qG(GZ14md8389Pf0aNM-j442=UKOXw>IBAQlpkpzvi;v+FknFaUcz7|B
z*`ih*<Uqt$g~063FRtZV*G0rvcbE!lYef0nH!ID;amrK|m3B5}9ELy$pEN-xXKNc2
zSN7!5iSRc}qR?a9Py35yS=rdgHCU*N^vTruH*PiaQzs%)y_C0^<FE4y^nnSlaMF(P
zr&IcV!oPpl9mY^YRKQzXpvT-_=`-(=+4aT541;&Glkkf&W9#w3<L@3haR|&iJRF#9
z;#0MCnkV;lJ8_H*j5^i)s%;(D_iC~gBHoq8qo_$1s5*kH8k4F+7p_0a)^$mWLxvCf
zV*HBORh?;&l>kninjT=}v7tuG_5<u*pIqlLhPR!G<miRv9QQE>!}!I)qy5+SAaO^7
zkKF$A8epfkc+j*v(C=A?cY+WdhA-fIgK)XE1p?;jJ#E;{>M){-@K4QQn@FjCwnFS8
zoZ#B!p*2&!@25dAM4*DI7prH-wZU$fPFZy2_|~L!&9pvGCwfAz2hi2tehz9A_ZpCv
zqyAC`y7JwqY@%eOoD;;xq#=EGO_)r;-VgqQUkmctZ@N}@9(iC8Z@Sqnok1Ar{wiL6
z!7VcCnP{VmlCoS^)5|NC#@H*xdviiU!k$&4e#~}W@~W1ox~}}`?jeF~%4%9CE=;tk
z%bgjdc!=?Nu`~&3t#|b58JqA(5ktn7dRtV64&VT$iC$HEv5n9L73QB+<3hJ@-$yn1
zhwg0=P-x`72P_DI1i~VGM?lj}PFxw+RPmsmCfwsz&f_Zm&LgT8DP}0?>1d|E_`cHP
zj*G5c6%E+GfIoc~b-U5`#U}z}XxzEk*(%y{Qrg;bh+7&Y-&*T7!M>~@&L*6&{a!DW
zLoT--C{cc4p?ObCx`N<CXH6NXyg3+_$ukHUvD6-q?!gGw4a@O?is@nnhVo>xrZ`&j
zXt#OVWhF#QXb>EHu7c_l6FJOAMm%WU5n!49DC5-DNKIXo7%oGqn-%bZ*1lbtBT@;-
zzR|iAaff$vomU+zOyCru95JsYmBx*(b7P1jp|=oe-_NO(8*#aC(11@LWu`+HymaUy
zWIU~(UXs+EROAj?P{2^4r&+mvypq$FK&q9iFl&HGVl-(I)+U&b5`e^8qlYwA?Zu5s
zXbr}`O?WLuWHkrbe);9YxPf0$_-zR>e59azzqwsb#YM>I;@t7_Yk6k50E{8U7rn3n
z#U9@JyBWBVQm`Pu2^4=FN58S8iRRWH)CT)YMm;-j%I$4PoIG`^_xI2AN0|yXdTyPm
z^}0NP)kdHJI5<~=#~qCeKd(0NLLjv~Ja_;_X_Wx5H@1!w(Z87lgzrTlAePV_zyY)H
zxzPvvP2ot6QBc?D18oQK80&>eIW$RLeq7Y-tf=Ux^WtLS!A>`I;gjK^OjJ=neY-fp
zV1=uM&i?nJor~oZ_VP~zg6ffNc+U&0lrh~ZEn&SPqM!;{6S6Bw<=cy@{+nYwXhG~Z
zxF*VDe|H*?Tl_(^{Ta?ukOVv_6E{CTdEqc#*IZA(@*i|n<j)`8;gw4Yb^#VkZ$Kv)
zD1KW^5Lf3dJ14|g-XnPVrzcE2!uTm=nYB@`gyg8_MtXXtMIX8WcB6v>_-22BYANvo
zq}!@<ak9|zF1~w#gK^Pq0Z}#s?@&RDnR&_l!?7(b4i??%ROoqOUAu(KrSSKPw<cc9
zrhhpbYSy`HDghrIY9fgCzsrbjwY8T{$&kvt1}1})tWgQ?%zIP}3P;n$a{hCcCGRWA
zA28m;%o90!;(?EiH@7#FqewAewd4{O*^usQm7X5FWrg=hovo2zBBVv{nO)>hV_}&e
z8@r^1?jYe#59-usSAY<LmK<Lt!R4XtL_{QeaU0v`fY)cmR}O;uE%6L+xFv<fJ#PD3
zp%&YxT28sA)>G1R7`PKNU%jf%&&gz^mtxo_%u5TncS4ER3+JfOM%S-gGX<nnEma5B
zmNvn)Z+J^`9u{ULtzJ?)-Ie6O<HmmdM#OWmS~l)+iOv+;$A>fn$Yn*zw_5_@-`!vR
z#m<c<C^!?QSnKHo)l;q1?)fY=3-K>jPD!_{<1SxO5(^H*0Bkb0a{GgAXXn6?n&?~5
znTXERx`z^DVqf5=qpdzRO4z7dHc|%+t`LqxnmH@LyH#pyi5cbnh=iv}QHPjUHra<b
zZs!UfyJhioW-E}9nDJQpILF(@Ana|tm1dj0c-WhE*7K~k(kdmdU!TBdDdpu`g9x-X
zP1xfn#)kA*3rTd`-AsQi?OUrUF(IRm-I{jZ4H&mIG#E&Xn!i<Eds%}A*)RZ-MRg)a
z(NwQGR94ScnjXZS&aC2wm?wg&%14ABW~N;cXoZqV*`1*EA(ckzY(ITW%S^Gx*z`Mn
z@Y7<Mr46RQmTG|}Z8LEjKW#gMzh$cR^l2dz*A0-k<buSr+c{DwY<j+@ugp*AJi#l@
z>By2WNOj9odMycBMAX!~lbyT4C9X*KD3Gv=EvJfU$?_Q<Q2L0~J3E15-p=8(og<{4
z%9hdK#WRhvK}CBz^~->EGRl7FUl`qdkXg{%p)Yd@U@I>I0YelPWEc+wjd<N&nVv%g
zYRUiw&<0e2ot*}!sn##bGvO=Q*@+<2v<*Kr`d-4PwQ4rNZ4p)Zol+vPuX!k{PyU99
zvE`^X{gY>7xV07Lf+6?d`gkSp8k={kDsA)qrY&8p-B}67ELLmFVy^RE5;j+Tqg`0q
z&|Y$!w^qQoRs?eoBrDz04P<^<NNrM*rAr@cEGUm3V%7yoit-yD(x?|+Q&my0(sVKZ
zO6DOmPv&A{N3a*KX@Az2JPUN79)OGiYIciGzi7TfPu|-%ll)hcI;g*4(^a6Fmp{Il
zmF{oz?BqIoO4OXu&TbG0ISQ|EH#Kx`TK7_CXl5Yd0;L8)YrtM{*X0u^wyDve1HNEN
zcgU7bh#A&h&9=LOGM-iDP?;*=lNi5^2j9K;ecX`63sgcb%lPAP)&>Tzn4l{QQO6)l
zMSJg#MMl1NT^P*o@^VBfja*D)Y>v5nWtg;14kLn(!|v?8#<lfxi!wUdtF5`jcdzC8
zc@t;il0AEr8>vHfoYW3W|E1n~>zBO5byfNPIQF$$(3UGbO`w?vrCWF1)%ahIpI@;6
zD!(Gzjc+|>Zd#ySWjB0iX8~{|2AVink2L`id}35jF%x?nzw~W-EOq`o{viYNN1#W9
zUY)QWqI3)gh|pHW=By#^FXb<KkYdjk0Mr~vS_)m#ta3((z^BBW0UkTOgX2zV3Z3z#
z%HDExW4j$kP-Tr1KYh>Z<}f=L`M3k^ECd*iSg`L$;)UO5WPG@FYh0l-(_e;3<Gk44
ziPCLo3Hsmx4qDf(acZNK?oSwV#)}ubh87k!AZ1OxC7l4Ntpp@N*zJmfalbuvm_#0S
zkCJw6Yo;;7zW-%oeooz0OG}=i#dl*%LmiZL%Ge{p&5Q1js^tDF-V2lND>LG^KR=P*
zaYvUoVX(vtHy=})tPoMu^3SJybYZZPW(cqAQHU?IipP<gbkCU{v~gID_B+({13b)i
z18m6o(Xj?ZYJ5^sdNSTzx1e8&j@x<<6i2eO_@1M8HIrX9lmWv2E3%TIxz2k@wsdJs
zCOPWRk(E<#;?A_O{0!m$(S5ABKh-ojbFaFxzgtS%B`4=(NQpf=Tdu;6e-*tp70H}H
zUW_&-jax<=`RlzW+6!k{V!KQmrM16*Pp?1f7X9mb<L`AV{H=!Jp(<s2OM3U{<)GS3
z!=Ymwi9<v1)4s2+sJ4S-9GIsI|L4A<`)y;RQ8caLdF$n-!)M>HH`zhT%d&d<I-yTs
zwAwAGsTRV$KS(I;5k%7ofEL)@nFmmjqP|MhZYG#{xj=#>P@&`~TLVxPH?1G2w9{Rt
zF2{5_ibB7XpmT+KyS)#_Adg;tWv@cCDZ=FW@$}XhmaK@oKL(7pn_q2L7pRkC{aIIL
z!WSlkS{%nsc&uig$v~KU3<~;^Qp0ALAc+IQHy$ACe6p)4vZXRSdj@!3JBJ@1p5iMa
zh`o6)R#u{bfq&rmNaor4F@W<$&=|FkK_uQ{u_mvVZ}=Q;GpVqOKF*{GB>gTl&QSa$
z)0zY{ryt-fcc5AQ{e1wgYTiwAnLC%J4>5-UW_{!CC~Nz;_g#99>s{}|B>WfCy0M{Q
zB=N#S_Os(Efa;SH^-M*qVDauYNLIwy>9O1M;*zqHziIR!^s)%05aS(r6ME$3V8hyz
z@)8-{N7Hfol>yTM>$Ev-VaQTh#mwnsFD^*!DF6m6VI2PPzp6?uGG<GRvX1B{Z6cMt
z!%yS0vTx&WxpPzjXfq_|Kw<uNgT@@4d%Vd-nWd<PH3$j_qVyg^TB66Bqc0mngn4f)
zr0?_F7mX|%AUB_3_6Ove_WT|a{0y<yB}?S_--jo|yPz?bkw}Hcm2tf>?=c;`hbb(C
zeJ8D#_nRd!$@$j4@8hdPfSOlStHP=Pn0Hr$j^%}f0rqKP6y!x<Ab+@ra-1Rh<jUun
zSkUAAD^-|b4oUzHVs2@jrc9Md>{^qJgeuvwLX0IG-6ewdt;<(VMHgwL`UttfrjIQW
zn(rzY8ubH$i%0TEll{WrZ1vd#iH*-p03|$TV>2gF=%M3r3C1Z=A;%4j`mg^um2hsQ
zHK}9+O2+}y%Q1y0+dvH9wMi<PJjfI%an$@{km<RA`CE~WwB~1r56dA*)~OaF)raU_
zAaADsqe+7sTS4aEl$65T*9W(4kAivoee^p_#?fy4EN~BLSoRzH4izQ_?GXAa*-(lo
zK}hZ2ZyHcJERcrRV@pAz`QX=(rLQ3L6dRFaN5+Cc*O!^XS$u;2d&p!cz?2M42IU0!
z{nqV9zI<MCSQFQR29O#G0$g^3sL={zWRR?pz2Mu~MXTL(+bpCERFr;%gq4gu={Mlh
zvmW6jxjQcSM+OD96FtEL2($C+%KCFzLEztAM?1jIYV;$sW!@e%AG~b=d`li|v`GIo
z_m4*{f<kh3)>0g%-r&qyVPpQNJo=@{p8+-Z;BYU*r0JA*KLJj3lxGpFxpwD0U`BvH
zhJ5K?EG?D^PwBb=JS-Pu=V2wfa96SX@3Drdqy{S~;5fSz<8R>ZABg@-I^TePNNQ<F
zqruN)ym#ioGY|IpKKK&^azV9%{wy&CdU`-Vx}`ZxjWS)^^v9wK^P^m%wxDJRoLU&L
zm+7B$7vJcQq&On~3=-Xr(T@-YnSNb^8qwkkYtHQkDU^ewrP9a+Rwj@HdZ=t?*SQ=z
zur${I=k?(Hf4{i@ynYt^kD1V|cdY!m?kE@;z5^!&rHeNGm^@~Vw*F@51tuuJjubR{
z@UMYCuOB=(f&L{Ml|lUXKQ{~ZRt{4W6z!Lqwzkbaf}PE4QTg!#*=3-2nsi8xel%<J
zQ+yo@^~rtJt?S}z!?R1^VM`^!X4yr%RpLOioUAvm{(D0(%&&4zYF`I?_CmV;yj&0T
znB8;jFH&olvK@U`3W~O6To^%HPyVlmO#LQ&7dkG2Gcg?k;sdt!3)F)fd;PCpHmO68
z?(?w%lc*Lj**Ev(32jHaLQ^U9*1>rPs(sLcu*_Hxr;5!u$15Im!nC~&{%_N&()F*D
zYpAF14$-wN>aH2+MeR8d;T`<__hqW8j*O=Pbtqy7bUXd0<_JfDnNd-NmxK=w&@hXG
z1&iR+yS?ALa<{J3X(MimS5sKx>F?-?bWk(P$?`rz?^d_oe`opvCS|kj+8sd0FUVUw
zG7Po>$`s#B{PUK_gNK4INe+5B>i>@4lK)-)=XcH1|Bb=F=S0(S<p1Z8W%~bn1B<T{
z69o8C$=Hl&7Sizv>o<9<sDA&1dmRWe+Y{--kXl*PCX9HEw(#}7$Y$_i$mHc6O@R8*
zkFtWod4Bxa$*cY1Mp}(?R~py4!CR6}i$mwC0Ktn+A}4(Tdmgk?!^7JVWR${yoKJNB
zq~hx`Pw=)#F0g(SR4~%Tp<jrum`$ZdYAYyDgS#?+0a)3=!95w1FiWg139E%GMqE9{
zuqg;?YMwq^u5o1L`&IpGv;tzJL;?wqyHnjRelUR{P6vBif~%W5gVx7vL(z<V^NM32
zjf*E2F!st&gxt_%a3eAmX;H)qxQsj^B93S>unXX*{Lgf_Ti361_m{eTL`(?Hfn_qz
za=kJRw57{nOP1<k@t~lfwO`Zh?O^5eM)TZ9Q<pMtmxJpcAOCL-T#G+qjF7&z<>}b{
zz|E~%f_3^Sk@-9v_M0n}JRUsqfRX!sp;<5$yv)eSba(6E>P%`a0Z+Hp;Mn=~X%0K!
zhT<$QWV)1}Q#IJaP8}%NAGco^me}_!EUyp7gufAtc>3q;uKzSUgfn@Qs?u^lluk7S
zeDSN2-z-m@fWD6n`1Xy;z^vY99sRJE5u2KIghAtf7yr*{r+gpsx^H=7u(;ms!U63#
zc=+$e)$x<o1WL@fnut6yDL81GZ@97ko5>&Ho&57cJJ5*QnDBOv-Q_ye+UH&NZ&tvy
zdKu~IXTMMIF#x``^){S%uAE>|caOI7Q`E+7*zU$30dkk6^Y-Y+=r^8>ZFSnXnBLjN
z5x`P9!)`gKk%4ULv42@usMEMQU?8{mRaOXAJz~#xaKYsN6r}cbbdx!%d>Ja1tNomK
zoyqHGD99q_hVrfH>#^Lh;)ZTbbq1Em%6>T4pGzVC=~nGC7XW>wT$92$4b$n20@u5>
z!FW~4&AlaFKgqO0AfsS;B27OAQne)#qyE^|u6O@4oA#rC9x3<xGr^zi7Hb1mjM103
ztS6Lit~ywb3|45R&GqfQtd{WZj8FFNyc_iUr@-z^g{9;|s$DxMZSK>iSjK{I1;s@b
zr0|YyG>Q7<Gi7&Z?pj;ARE~9uG_Giu(Zy{c85jpMFG?six&$dpy9cVm2b6QrlgX8(
zAlq{8T13_7FV8t|JdlFLs9U$)L8Q+HE?g%%^bA+;X3|#{26bvXFHBqatm0tV+e`cA
z;^IayQN-O6^O~%OwRpr2ac^h+IfpJ_4imfI1w8ShAhZ_eEWpw;JJJ33f6OAJfVx!R
z)F&!sx*O11vw@CeMM+{l%s5AK$CZY@@lK3dJ`YL-1?jaqX4Tx?Ba|Cp)x*J9rylxm
zhRyq00ZIF5r|T}M{ZoF<1JAA-w+b|qMvX=7P+skIxc6Ys;%UI>+T2v74wDs<qoxfa
zA{ZdGqN<~9wd}y`B>m?nnvccB8xt##fh9f}iI?BBtl-!6HF)|FcR~daI76B&0)^+O
zY`^b)TGz%Vvc0{S<=naXH8T1uUHGT9f8aItYjm)6USMtEyEXi6HEIod4GrHr1ZhxI
zqG>LLf-s2Te~s=Q(+(<9byF~Ya!FBPWW3v1s59+TUe+`z*aEpvT$d^_nSH(*KwK56
zL{Q^)q5c-CzLR^){_C5Y{!5`01dY-P7UNIaug6EYqXNvw2tA5_LEI%6$M#9=(RU0r
z+Z)e7Ah?$Qq8Z^?s<x5+V@elTU+gg`1x2s*6s;cf)_?gQ7eGwRx^pNQZt-$Y)TdGj
zM|?or2`&X?ytR$<tANoGt`B|Ah~NT)<@#_8Z>l%?`QZNlxr&fekFbc00cYVp5k6-4
zpcJn9?^fMo;#w!bGSa6{U!6P|o)%mtiXgak>E6F@CbwQt2P$j#HEa{W&inn6Q}V3`
zcRScM0!(hmo9lpLonf)}5V!Y}ok?bnc+!+huH#LPxqMy5p14yP@j@hq8vld@5*lv*
zUmBngjQ0SJQ;urqm-QQ@HIx}U=>s8wK<G>LClogG_TY2Aq1BACiyn+ZW(GC$d9G)F
z6istTH-Ri2-n2#VX<fLbbexYAn!qNx(-7r7&G>@4w-$$??BS?==YdJCNTo_~nigld
zGFXf;HMT~%kYpLtP<!Ng$)kUyTcgVhLvR;43YJ*@Pmd1oZ7zE<;z-5gMQO>h)fHCn
zw~pPg^G|P$@|e|A2Wy6Rx4t?pVnBJnrV?L1{TEolQiu%tXoSUX>&xwrUSkrBa9C=J
z=NcKco`-<v9E_9XxemUc`xQPE56?L2ZZkGzZ1lnHl(%=k@jgF%^0_(72HGIhwBqu(
z_}P*H$0MdKQ$ov!pNq4Vo;zEpQ=)<#FuOHqitc^GhTf_))LA}hsOWs|74PSV=k5uo
z?Cw4ZOV^zBwDq=4uWOh<5t?p$rF*5Xjtw=ZE^Pjw(RKD*{U!tF6obMLmx$jwe~||9
zBn~;wzx<u-rUp|Ho|C8CTHa{mVP$Wc#oxMBA%c(s*W7)nLysx$-lMVkw9X)d^vx@_
zQv34YkzsPqPn-wcEf>b+VleN`(^nT_r_}7A=TR8<#>eza;AgYwVROiRUOv8QbOKUX
z7`Zs)(Y<i7sDmhAC%2rqQIoPKh`3lMH%;XGDw^S8)v&`#XiJxCJUa_o8xqWS5V^kn
z){k7J`mRiKpKaszdqC2|bctpJTLrGKPH4kal)8dfu1s&v$@5xxd@6uP&@U9e`3?gf
z3<*(Oi=>RRDopsgHOxkH6Fy3vDlq40F&p6eAXGBod&PRO+P)`suzK;?Alk|8N9vFa
z_Omqkb=%jbpxEW`Q}V1x#Nw)zZ|yQJmzAw_oZ`1UF6bE<htrjhm#dDs1)0xP8E2@R
zrjB1}WIo*dn3OgF$TASf+G`=&(knF2mSf-o4CgkKI`cE3w_05he61`uSf{Ogosi*e
zg5wuGx`x_()*AGw+uG81))$gq8DrP+9@K#J5uKa)rippJ6jt%J_L}|_iS34g3lO+o
zIt`;v(WOSM%Krs<(ecMXK&#v)o;ECr$nzkVw+g;4Ji?pZwhM1o=abzniVnvGFEJE#
z*thHBq~z1#0~O1|gnih;h(yx1q{L6ig{PfO%>MgFA;o78Lf!dHdaGrpX;E*&cq$5Q
zyzX$mDngh`{Nv0foO+%%ftBGNL`xv}wfts9AHL$-S-LWXM(x)prvBiGND6n%a77_1
zyCd&I{685;*ZT4t4f$kq5dDWRZPLt^B09~gTR6L9M89te3RS#^mazS!HuQS7l#lzo
z<xa25a+Mc%+^-#d>VjR`h4bgnS2$AbtQJ{u;aOQ(=500!cZ<C%%X@FD`OTG!7o@y^
zz)MzWO}68e4fL`9xBVfOd;S6DyD_M?wgGvp_1ul|kG9yqH8)q^xiWsee_wVnRka1I
ztSPrsx^?z!N5=O2V7-rJ12G%dVrjm&X8tL0fw8Wa5i`|j%ylOIyFAY83NG?4#9wVQ
zK!0=F08J}bsUdJ4f%qr<(TNnTg%NgCK-=6jtOWP^k*M@GInn=FyekuU7FXbJ#fqTq
z^1({G%lX<o4^2A^WcNq)ttjI`9zACAJe1l6q83gxE(PIw^l-NZ>6q0Dx3OD5<1I*L
zjh4p2JKyeN1Ln4|TpbyK_qaCSzR*wTjSZe#3u_@@Jyc1z^B0swWQDl>7N%-9-r;Hj
zm-N~aKR@r^mOCC|(dYa?x%L?3`X3GIR*~49!)4c68_SYQr)7edR`T8nAcBkfPw*lV
z65kcb&*&~kTW&ld-8P+SL2e+YzFlE&1@&PQupP$Ryucd))2ONjJz_}}&>F3K5@!z0
zv!SIM#k|a4(-a{WG~>1Dk+OYkJrXTczWr5VYT9Z4@9&#$YD$MhF6i_B>Rs&MQ@+m?
zyzzYS!_TI~)YJ$tqkS`)L+uIa+>~uHs>LQ@-^)C(Czi%3I3Cb)NMiTnrGy2O9EsmI
zI1k;eDH&KSW!WlS=YB-4T^Jo_IQ01UUoCV+tNH{qb$Qq)P<VW|wV)+}_ysCumj}^k
z)X@-uhrfO$x%@THgG{^A`khZm1E#LA^Sy(Iov_=FZIc<_L@m!s$U9&wi~`>^_6Eye
zVg?VQ1sk}?;<gk2-)_B7z%ETpwcr9Zx#aICAozoR7HLa0xy9=U_{|7%^LQ~OpEYjS
z)+o}TTb`z?2PUiAYJY{gAKrL=dn#2lS_`H=A-Vid#m3L*C17VeU>gN?tyK<69{v56
z4`KAu$r|*JrDPj+$N2`%<0abi*kx~lXU%mh&9#ovSo9NmJW<F+O3RV@^{;3`kT`-L
zT-I&;&q1VY`jnRb+ILq*fyZfLqc2hZb}A;d$!p+z^y`$S9ZR78ZzLLjs@;;`yW6n;
zVqfIXwG#hb+ljV}i0jaPWAjE8NLWHJEh4Nf!Igy5(Y*gv*==ukV-r`?%D2BB-<JoT
zdDrsHfvK>6CK5PP4W7k?-5*rV70z?(Op_7yrVMkQKfkS)(0eDLao1tF(`}q}|Mw83
zKp41oh=2Nl+BCE5TH%A1CH8+W`gRB+L3@HIefmt%Zo%a8KAWn}?rxpZ#;Hdh(+a!S
z_o#1b@`UMOqkr<h7cY#9o<$+&=BDM`g8ffxua?An%g~KBI~E>5x;^aZ>ub6*)88>2
zo6&HsX`L#gmq3rv<vQFP!4F9OWUtfSHH*#Xc<b+%R`n8YpNUd%RomI9?gZmhPsE2!
z2O+6D8)O<%$hB#cy{Lmet?B<xYbI`DEytG@hCP?DImMiF)6Q1*XHAqktoLq`sE>;C
zL=*64E)v$Q?hX4v$TJkv?H2l+KZG$ss#-*XJ={`#S7fGU&4SNH%d8gHS}i8%0W@&!
zUpILiw%W7LPT9m-z9~^yLD&9n0g}_zEVWz1%{H+SEdylWY^9xcG;`DbF^}(g`xksh
zE3N?--R*gb?MGB&0Iem>$2F2?-`9)F^V?|OwL_4g`v)jZ<{=to6v`<Pt?IE|zOm%u
z)3&VLcpIU1WG(_Y`~5v?MxJnv^~umj%X_q4#fCk`jMt2uOB(c6_ci!cPF?DlRlWc9
z$(y;>mAUlP+RKp4j6eD(HhIdjQ7(9s480}oW3)4%#{7EUe80Hw8e?iswDi^BE&L}^
z@<-reeJSFCQ=bW=XK2pC`Cv9pNe!#Pe70Sw+^Sp^H)p%jk}zD5%;^8_DkA@T=K7B`
zRwv;=y&XJ*aqE*evw6Y}f3u#fv<eKgBi)vEBo5j)%#Gn*pRz#9SG$hIfa~p(3KVw#
z0iIktwPt0FF04VeR}o<PAl+&;qbqNGKc6pGgB@>N_;B&8+4|QKOaGvTtvo_Ox$Wao
zI6l;)oj*)rW5?$q(j;(NA(-1vVKe4L38~>ql%(X|)Qa8L4$I}5<t*l=n_#4hG!9=d
zDHk+z9@c626)n#pvY8W|U!E&cY7t~)?)iPFr~?x63r<&*$C;xZZ3BJRy2(pJ&<da1
z2-YJ7JJ>Nia{I}0#>9?avemhOjW5iv6#~do9^)PIXJveVkzi_W_Jj>tZJS%7dvVAm
z3LoVDpTX&V5hd@aJGy6y)r6_sj+PEqYk1QC$YZZV;bOgycJ6_uVBQ^Q3PjG%-u}9Z
zN`A|DBhbiqKZ**tx#u!yGRy78K?1zI$7u*KHX)9G?7+Mlcsm7~!p6`1KAWqE*^8=e
zV6wSDB=|BhwQ2!i){v(s4vcPh>_ZvqtBu)C>;ssJCw-Kb>+R%a$2Vqi`3G8#3IF%;
z#J)D!t4*6_^?C_CtVTDGaM`J|VXZQ#4J(o!xL>BzL6`2HVtM0~V`83yi8ul`(;D(G
zmg^E#T`w6h*_0}V5*BFP0*iZ6XsbP={=s$%qANAYV?Sz4C<R4GqqP+P!DLWai~Je~
zx%n-*v9*I6|4kewQ%;k9Qj9ted5e2MqWh*y0xNiij!7IQB3zGPNJcy4SF5kaxs`~y
zrBBamS!<lE*i0C)TFwFnp_g^McB|C)OUmA*fr;N~CKWq9zz95sXi>KWaN=eP<`jez
z4ASj(FuNhV8)9}eccmvE(!5D$flpZN@{zp)HhR>an%G;!>Lt*hu68hRcaNx-4QePx
z=t<@eXAD_$JR%j0dkii6QwL<qlf1<A%+MT8on~%W$5nC8w@D;V^~k1&Lls4RNpo`}
z?aAc+-gb&O3ja_>wrQEir`l%8LR?IY#Td3Zy75hQU-VyFm8qFdF7)5N6A;xfm(h;4
zDl;Xg)%WfVk?V~tDIkMB3K8o%2piuj5!rj=Olt^RHbG?-rr1fhUw&647zB>_uk<C;
z0vv5z;w%alny$^vbrpLrHEfIPd2Oz$Sm2DluMSI?d5udsb`C{x%Bada>yG-(4aDO{
z$hJQ&MA2Zh9p7aQc@E_IK*87LHX$|GImj(Exv+s?sGn5HN(k@l>;Hx}DJiG<FCz{^
zIQ|4E2(hg<^AC4=F+*MkC#hB2TxIg*F`NQ<6?(q>0p;Gvl{*v~zTMPx*GEMA@BE(4
z;bjaiT~3Z3G6RckChsGXA{XFay4`$gDo;>>8;nY-?>8m3T;UTTw<FC{&?K(Ng^?(y
zmWE=OR~6YGWo*d@$-Hyma|^F*pQ3v2=+zrZFfkb{+UZd2Vy9l-$L^jcqc^o@60O<V
zqJsmqQ{hv+PsQOS_nsJ;dr?<5@TUlE+Y>Z~3SixUsXbk#{wdP*IMMWSv}?n-Q&{kJ
z-I2TM_vnb_TP5`RyuM)xSp~bJhtx47+2hHM=soRC8ui!tgx0c&k?Sn_Exi>zCfnt9
zEt|-d?;GF3ELcK6mmb_#CBBtdL;hqdbA%~bac}%kW`BO3Ft{xUO7jL5(%xRy>2bOg
zrGiO>Z>eaY8so2Z4vY~gw4P`SwuwfBk}7V<DN5E;cV{!XpjA+~R{kJ>mx3H|5}?G4
ztvAW``=v-Vr4a&l*Q5_Y_B9IV8JqpRamx<`#~90D3x|fDfvrUym!U%2;k~&c>;Tzd
z5%GO#<eQ0~T<6QDj-6(ETX7V^55_2?qaRlW%;k+7qGVD3A6s7m6=l@5JBo^df{K7r
z7SbTyp(r(kbTbIjCDIKdsI+v4Fd*Gs1|i)opo~MqNK4=I&Wzvv{`=oq%f&b|@5z1k
ze)hBXImed%@r$=Koa|u3|Hz2_mLDoi=UUO<$hJ0SgsZ2=&m(V=Z{I}O3H!`LbftLQ
zMaBYm_a%EHO;g-PTe`bGBxm<8H|TpL!+gL2gbE4@S!}0$jtV?BFPE%QcdEobO4W3o
zZZn!9M8wq+UDK*rQYo=n1q=64{5ImR{*x#9{PWGt(GDXWqx!VV)Alxyxj^rwzH_8?
zd9=jIQ08^yY>4g%%Vx^}*Bo`a)%MmpvIpN_rqOdeM9zD%i2i9LZ~p!+O-ck&z5W&g
zA^e3kOEnza+)=eu3)+5vF*(sd#+FC6cQGW|dzg|(jfD;caf%(IV3Ui~?vZydEd1>Z
zma^^Jq*;I0vW}XBV4ouYJY!oMipKp#y>)j84lY(gX$JsPNfsczCXQrgqUP5e!vtKl
zJa$Jy?7n8S0&R4?$8*|fwqewZr?7r0%Vo+kB^=ngTR+`S!ETFTCHN-@SW3{LcSXM!
z9jGQd3=C)<tg*MyHvTCeLT&|X=)IJLDqLSz{6WR;@g)Z+v)kD=)%ptox7>V3FTe(_
zWAR)B^GUOP0p<CModP~Z^ZEfNK32EM=Rue3c12o-jJJ~D>;gjiM-z%|ug{jDlCr5%
zK`Y!;r!8wN^lW4g>S73B+VWVmA)PxQA8f(LYq6?hn<5;xXg!!s+y*R=;fojAOUiDo
z0Nr6N_a<VeoqsFb)ov;0Z8lh_Kyz2<PFsS*VG7YOpZY^UZ^2*-H!Eyhs&9V1N8@F7
zxMkWTt0&oelO~01v~kyUy$}Fbp|!CH&=MfCH?f0ZV6gYX&Rbw-tY!Th?NnrKa0<8k
z&Q|qW!+dKlpT`4Un_G$i*AS%L7<~>^<HnK-nYR0C+WVh8bjnKYjpy4_+PWi;9e&&+
z4x$u2ntErN8dV#WQV!O6^{dq~)K`re5?cM;uMDInNYLt2>Wlk*6;!Z325j}Wb7WKh
zbRXo*$Q~G{#)fH7+WR5Js62=6td|L~q;lUN_FVX?xmjsHdxKn;78LU_j>CxGQ3ke^
zZZY~2{cBG9i}~m)m^cm2rE*iwn?T3T<v5`Hr#U$}S)DK`z~=S}9aqz>mu}Kh7P(Gk
z8@+nP2|yrG_yCXAy-^paQ`%UI?vuhbEH0OKn#Unkz}}>_hj1s8En_~}wY4AEYZ_|X
z#=rJJ2-AAYX9c@J2f}eKZJ$c+)S2~mgS&Tu=t|7)O!9$s!Y*vvVl?}lSdT(O-%$k^
zZweTC^wn#2kRKGBiB(1vR?*s1rnWvWY~Mxg<du6jxH5HXczN;ZyUo~z3A1>4OwRG|
zWf}v<=@Ps5xDm?Q(k583;KT_k7~pepa*N;Eg&$mVsZrWjU}kTy03uwsfRX~uCz6ny
zJtAt8wiSj76=4}UnmGYufT-DuC_}v#)1wU{C!g)&3WYGX9s{OAH{)P#stxq#SqM53
zD?yZRX}w<la2zcH_*o+$AYe9^IhE4;=(wn@oA2Z<mf{Le#32?>qlxl#;GY6$H3Ks8
z_(lJW_J%nZ92o)#7c+zg#fh_FbvkS-`X-l@;qKadur!jP;RR=<@u@fb;wmxj48{FY
z@82)q(t!HyvTYu$76T!|YI$aaqvy(x8hUK)&mwW%l`E;<`65<^*bdF9vMpGRZUxLw
zp6}YupSQHvoTqDe9B+Cq1IN6DQa$+wdHs?Ko}s({8w}Zk)4d!JdxpWzsgzXnUi4QZ
zKGrhNpWvvd9Ikz@JW(`(im-6(r=)Rf{#v~kg8-6Hl<c<jtHfikeZ7^>n|GvfSqoAO
zry%KL?_-35y9<;yUL;rTwv^sB_pTLtDAy%#Mxjt+M&xbL8dFiVq_F)rmIAP}VVtyu
zT8>^0lbp|2lUlsqx|Q-YXs&sr0Qg=UBs~YHK_i`Y-@ilqw!jbcx$=sY5Vmy@7jP%I
z<8IVUAAT?cD7PFq1x2j>D<|DQ*~>=jvyYR2tb#_RDb@h(l5hv>SrY}XT#j0y51KMq
z6e}}P3?p<}4bkE{+RvN%H?{0~dnKCXW(ri^KO%qy?aS5$E?fvs(LU^x<x?#m!>|*J
z9R93cE<|Lr85wlNaZmxGuf}dsr-_7;FC?3d(C5@F7}QTsu?mfXe_WAlFg1oXk(QEg
zI<_|0SDB$J(6UgUhP-h<fPsuw8pxjKf2|>yr|I~>-uevXn!H}?XDvbATb9#K3iY$E
zmyIBaf#m4nPnKMWBE7GcGwit&*)*<rdUTR6Y(tUEbbjkS>bS&e{P6Ew)tanctGM8Q
zFL%^LlkQas2?^kUq=i5|o07vea-n*lJ80!{g!aLRTgrT#n^AP7dFRYz3~MqiB}-~l
zSG*||bs`_RQTOBt<FwnN3bg2gpmBBc$FCD1`}v;W)k$Y0n^BqwSeAysc@X`ZZkq{#
zdY@Bt*x|pgl;i1D^{0LI_@RJ6eC-=w=XRYGs+r>*?>3Fb{XyV#^%+7cNdGqO=Ys`&
z%(WG43p}97cEi!VA-mo`mm$rZ43xHZzD`j*_!gG7iT6R^L1f(_1v<`|Y(_u3|M#>&
z?cl^yyYKkZj=XlRH&(QE%rnq-(oBA*XuuSIyI5j3=)$7QPw&V`Q1mSB#;9(CFq_Br
z<@H~{$OG`U6ah0Ukt{@)qP7b+q486}$<=)g)-Gj+{9FO`#)9ek@%f6@1>(1?Ddaj;
zHi~-ZPK<!RneRF&09fI|urQCm#6~ZkT(|V``Y`WSFyN@(fWj7qMx=l_6@O)8(0An$
zdC&XqrXMl2M4S-8P`}`x-IB<*Zw0icS-MFPT9@E7Z1n+ll(y<EQi%#3Gg{>1j-AJ5
zA6t!=-gCSe<=Qdc)>6{O7Rp>y%Lq6dhtGgitp-z;)q#cZ;-lZ$d{t}vm9!r-=EW!8
zuCV!TRyC7KMw721S0#uEQw*zWT)njJ?CotSJU>nkSQH;#d$9B}?_z6p2wCY49_S8{
z<r65K-1u?E?z-_q>dH(Kok}avV>R9Vm@?F1tS9Fc@9(eqw}-x|0ExL2jX(_7#w2#^
zxPh2F&PeSiBr^C}?&L3)SWg1_=2^?1Kjqas4ZT7Cr8xWUZlC6G4a=))m<ETT;naKI
zH`#)}K`j*rA^{N}t~MPnnLy;m^0d26z0>fFRLNiQrB|@Hk0ugKUs++|b$<)M(89uX
z%O1r%em?AlKw6^@h6GcNE1fZoLv+vDK0dXd-4OEzms<X3ne}CAC+jB&6gC5M@bCs+
zK{Al4Q@{LnpYl}>Z_L}613z#kQu+{G_&4CIypK&j8FT4g7Ns6NMh8;d+OQ{Bpc@w4
ziGJNVT!^-yj!m9~EIkX>(x)+(&#HWm-q~E7{laTMBE2$E!DrI5Wm#<F3^~tw&PReH
z`g^t|``e0gKtEjm<SefSxW$S%pfe4aaIiys<`!#L==yBWka756(8-^Z<|84ew(Jpa
zAuL6=bqZS(Y=7kSUKy(K;EkbMJ2Ezj8gbmAh+;+@nPc7P1v|W<Dd_JX=MZHh9fU)w
zPz2+ppzA)RfeIC>#L@yjG&pG!pGhcEkyA_%u)kmEj;SeG0(1{{$pMnhhX%LILBptT
z1TLz9<@mmn-Q7+1ZvrLO+CjRj&kw&^bvEaFLF)-}I@4s@Xv+BYosNxA+j%FVxYpnP
z*ZTSzt_%j!!NDG3)B^uvCejYA#)rge6`FfkQ3OrmGBsHlD*^PGT)(TghZ|S|BBCc@
zV$xW8ROH1!9>+Av&VdEt^-4}oE{n~dY_i^3>d6z96h3-8y7GxXf1V}Twf2L2w7y4N
zhHXc6I=WXG>yNAzLm;fF`D)B8=~agW(0o5@BMK`$_A*prVKBW%kpA@XEp=J1|J(Og
zKdP2!!r(~Ell|^p^(0TjS=ogLn{z$E)Ix6z_rCzq{@ZC8(-wr-D5;)XLYFvLaXZR<
z_OaKy0P8#YH>nAHwpj`so-ZJ(q8kvAitM_yI93OYo}L0$U;8vd?)!Cjdf>NQVx^`G
z37XzIumiVG-oVnQfUy)O#{u)SB6)?ZLLYS@um(}_y}}&FR(SUzEeOxZjP9&P1};kV
zdbD0BG5GQbkW?p9IN4Cf%SJ_fnWS>8cw+q;kK#L9@A)RI{5*LA`R>g(08P~=kDpXa
z;*}qfwPz+4Ix2eKhk4KHtpB*NJR3DQeZzf64mi|ctk`fWQyh`V<L<U}%`C%ulI9)8
z`(*9!hKAQQE|bt^a+^aXplJbyxQ1^4PqN|uq@ve;UiEy6p&Vsk^~v#+-Krx(9`FNT
zP#)t4h1Whtf#YbU%6mE8?jVf)eQd*u9S1M(t*WU;0k7@6)tpX1sH9!OqfXd_`EFrD
z4%}=agzuQ)c*hnBWA^f||1GIr%oBTWDl$)CxAh@NIaVT;f8)FV`bbquWGyhexBo4y
zi7u^s5R3|V>t1BOahcD9{`eSUD-R0UJ1(F^9aP!K>7CQVvZ&`&Fh>tSQ(>@M58X$$
z#!8HwmpH-ye6IYPCdgo6#|WaE7aroJf8r5g_q$}F-AuOs`SJJf<t_#|%uRIb-*11^
za2bt)9(6+X2;wZePb06ebpkrF<Nr&OF=I5j4vx~1|8fE5J5(gf+CWuXA3qEM!wuv}
zs5_C58BiqvHjgrpjY_5$GdbS8fh^1$u^g1Mj-F$-&f|&k6jhr#+ypDZj4#;`dThb+
z+c$|4qqa3b2O<ZhFjq~0l*9@Cr=<d1MuvunCC&&2)_9eR8c|<4hL5{wRBUrnwNdCv
z5ENZ1aMtCTH_NP)jN!=TnO7aY*!){Wsv*^WvA2FkXWG7U!&KE4Ohy_R4hi;+X7y5p
z0#O3(l#2dJfc_FF+qo0<)+9GXZE|{HQ&KQZ_2Sm=93IT>P{#yQgF<wuxqm&6x=t3O
zj$*@T{)dD_&w|7wAt0g8!ti+B8ki+J41qf!AUQ$;&Iw+9XtqNY{a9pGREjx_*<U$V
zM6n<q^PFk3Y8I0q4jR*U{$B_4#|MoL0;Y007vikmrBk1JZIPa6bJ5))^3g>*)r+Ul
zXbeb*?7Q-Becc><Yt)+pW^Un=1^kM<S^*okAL(&gtx2rl#xBsTW^c`L0NuwaLCD!;
z<%fV~dR)Zg=V}pj?#d2F3#|(G&^$b~<!VJayIkK7xN<8He8)*3RdWpq&R7L6Piqj@
z0FUu^(yI+fSA|-1&O}ve+)C{z6(~>!^o*osC#7!AwjkP7kI6rJqtRyd$|yHwX6~*w
z-zL{mK$8xT1k5$8tDjbMW3D?;1kyeIJRJmt6|I|Awp-QOn?t#*y}}_Q)87S_8f-#_
z;!X2ML_^L<Y<Lle3?=V+gaj*Y1I`ZisTmh}-m3VpIB0lKsrOG_vE&hKf8tS@Y4h}Z
z&zw%5%1;$tN_j&04ja0l4+S_>2owh}K9$y^j9ICdU)|1#oH<bK;rT9h4+t^!KVdNG
zp?cro{y;evBJdsJ6d)>19Ko3MYSF6~L>A30X52QTTA8hj92Ew@VXvQ-G@t)kVz6oW
zIJfTapSSCtGSxJq=~O?k<2H|M=!hlA9q!H?Y22P;4AGb<^aDXR@dGUV4D&QXxA6VG
zlA}7IKcQ~Pf-$P?T$_p(YKbD$&Rtbu?Nf$68~8*jokOOaQ(@cSx*-gfNty^w+Y@DK
z|GM!d=9tTJXN#Z`eL0K!mi|>JFWF}e*V(?)wapGygidP$20FQa0@*kgu7TCrcM}hu
zT5CIFq<%%gcPDwH(`20rSA>ytF<F9Q$z1j$zR8BSqV+6t1|nplTV>%aYJvgNO4<){
zJajVJE`EiEB?c?!eSGTr9^X#giLR&CWm=8()ECvameb4<TAi+N?y!F$!8&fkj!s5&
zq>c&}dL*r>=9IzjP3e~&7>8X4m#4wZ*zvAdks6#fdam6mB3+2+a)s@h$zxXJOS#HO
zB0nT)XwHy7WG6>((Z6#OsstPb7l-=v2eT?TZbYiM65c$gcyG!Wv<j~z3=GsRl`m`z
zcn7@AZu$NDg-YAfZy-Fd26LP-hZU5rm7)pHXqTqPTAj}-M<9=wS-n+Rg(Ig@L=<-8
z);LXjy2dK4HApX(y;@COT~aoGpCN2CJjW~szU2mI8Aq+oMu3kkfh4FV6dm$U8G+&_
zByj!^bH!H%^r;w=`J9TdhjPw>3u!k?tliPi<dDx~_bRo&L<^_K2+yZ&TKFq<wA~u#
z!-#%;2p(U>B`m=9r<43lnvZrd3VNX1u)at5h2BtOZ+fu>eDc``mvWGX0qT{j(sm{q
zvMjJPKS^bf$PAvi;IG0KGRtatWh_R`vi<`{ZEunQ*Q>XN7cXf@*)89=970Z3==I0$
zo>8U}OJNAm1VF#<PU-_6#8s}sbGcjPR#AC_M~XH`qK5TRVAWC@Ci*Qxc9Q9=p6p~t
z+h%BgG6<dBoP71hu=G?+Jqmp%eq~eJDD%VR=AlbDLlY^^fPaJMb_4YzZjTe!Egs(+
zckfC{nYR7?+mmo`KEIFX6iA))S;OJJtqKzYj*8IhrHdjN{#sDLxZ4vXCgl2?SWwfy
z7}TppUV;}0GO>a<!heb+%7i+psh*=fhE%V*nQZ3v&Fr~TFuA33pt-;Hl!?Q~n{wmf
zaK1CIKu6BK$4czOa3+7P4Vz9bN$2)54`o)@)2ydCo~W*!j`U2SCjW1tRJ}toC<fXq
z&q%5gCQfuUgtb?7V)T^^C~Nf}c%%e`;PvZ~^3*z-)%$=!3A@7#q68oMp!rZS#U-FH
zSvbD#r!#pO<?Na>w1-rur_eLpPb~(ViMTUPE1pwckKs|`M-LEG8f%HZuV+aea)*TM
za^(v@wu&8A>mnYFJrA_~#UW5^`CD8+NSMxQF8OOa1TL~mNbK$8ksIW27plnFGMrT^
zeI5%r<NCJlDMw7!gN~5WaKv->Fu~^xwoH&<EnLD07SS8PA~o-<f>_xj!|0gDOJudp
zP(8R64kLK}<+b0eM$<$}Em5s_)j37TZ3b>OZrVPJV~JFZ=WaF*WrY8;{q)!@6vySz
zA>%&dj#%XmC(9fjby2B3&7CpHR#1T%F7p6(?(0{-`R1ZZP0{x!YX7e*4E>H3rz9Sd
zToHI-bGSbmqd4n*Ap?A~#fLMQ=f1u^OV|=qAlT9;I9yvlbaC?hEcn_X6vr=6oWDez
za$TotiS(OqDg3tDr2<v$2aK2>6?3E!kP@Q(SIXgDnbBk=As7epj&mxqkD`IQcj`Hi
zY++wAUl5(}DaRpI3W|dr`7AbH8qVmxK*)BByA9%&9;^>8OKlVgxt7qN*WvX1!-o!m
zck;0LER$2nfB7s}K>*DZ{D!k>M8U3`CaqxIhx%Pf_)tq)E1q7w<nss4`#XZ#lKZ<M
zBuzeB|5^}4-WybhVQf{BVw2UosQ2*(wI0)IHe|5H-Ea!tz<@>6LH~!nB8MZ`!T=K|
z{MVQmmYX36>v1rj;Nvuc|CC6aOzu1*^1nU?72()~|M6>hOmOR5H&%ikp8r=wnW=mj
z*a(gn1sHBz!DF!fP^{3x2#n1b93gBdPLFTRvjC|89Ps>(PAArjt39)HwRFi1F!$MP
zU~;7K{uc<O!`mcLDei%G%~uJt*^q^BHUS~Fn%^tH@Bh}ZDRy;P^v~-d$Ot_1#ae6_
zQ54cB1L9<GV3`*OmJQN^Lqb}!<ad!+c{St0PkzTh$(|rqyTWjG#vqMFOBwst=hVNX
zK6Pw@%Ne)kS&8`;cJCTi+{h;4oFNg+hxz=Fy-gDk8P+L0p8xx0UO%?_ZtXbm-QwcL
zVsYc$jaP^DMl?>+hkvpYQE$bjsHA8cA36$b`9SGObkK-d|08H(#ZIb>rh!)p{>`F$
zPgaM}eFV7BdM(smaWP!S+@`g%X{iZ&Q?C=U^E31a9xXsWydnZbpsWUjtH4jwLhu%1
z%J5sj!K}_qE%17|&G*aG-%$jDSU+J7JY6O`+35+34sX-Fd2K)+Ch~@~l_HY`z+Mwr
zpDT8{|A?_Q9j2m;Xb;qvIL$_aXSkb>G7?1-s!0;IKawYtjp{kuNcHgW@`{0w2j+VX
zc+!U(*Xa}NOv4SBoG=I7<RW>ICzsiP16qe6gV3Rm7p~8rA>uL@i#@jl@YB=t{Oyg|
zHTOUq-kXrdIc>gNp8GFX#;x0--7X8JIDH1*{>y4ID>JmS2F6V#*3QQ!4}kTGHrKiD
zUT6W0dq#eDF_wMHMZ+K)ssyAl;)Ud<3^x633;W>3Jmpv=rKMVn2Hx%=b@N7xNsI0;
zKly)$yRPT4P8wlj_7JWp$4OkD;p-cHlrf=@c%kqO#ihY$XO_QE%;Az@q*7V!UEx4K
zO4u;=u?UH^?F}6TN9x&iCuMw?$Q{<SoOU}HR?ZWWuP8BTY}4+g^qjIV|2-eGdpO*q
zw7RF-^fn4AzV$!SdmXD9Ka)nEhM|1}A$9dAXroWAqQqj7(sTOzhJ5sC5m$@u1Cff-
zO4%Zn#qA!8mTOAeF)x^kvbQ{#ik=F2*@PStC2~Y#?nIZA?5$_e&Lrbx1?QC;T)fq=
zKJz|Yylnmx>5}=bfVQhHGWF>+i9*#`a4od6Med9g@}*Lfc4;Qb$v$!t2b#-qwpQ*D
zuXtbRv#0mq`+Wl7hC*3A!wsrYVz<=;omvMks~_BWU4ySGFqc)2ORb_d)<H!hQvcch
z_zMZjapO?ngsFhjE;nShLzf8~c8<Ce1g_ONugc@l(F45ZJ^Bc8EM6?elTHb^72K0v
zGzB+{S?BS^NR<^mEkL=gZWm-~G`<C^3vAW`2K*ydyvjAF#h<$RJaE@VuF;KumaISt
zA}30fLPpe!?!ld!WbIADib$m`S}axcjT%yQTt!^HY?A-R^S(OPZsXzd=1T<e8X&l^
zK3r_3PZIsbPaEZ0$>*j!P3N;jJsLPcDInD_TJS-TGKT|`RPdLEGKUevu`1}zeB9`m
z=YMG)3RM{X`YM2p%EGj}@U|fT+ZE>K*8hl+IM%=MVN<gl|ERyxF%W{6GP~IeM))Uj
zF1y*ghm!Ly1(UXm1ABID)H?Y2@Wop~O}rAtOD8DShpqg$71Od$+2s6rXV!U?s<`0g
z2J*%{!>W#`zNi!k$L`3^XYk#S+&y_?XIJk=c?{(DU^p?GTi@J0#eRUs--u1rKxciY
z^VO=(M9}~hdNXQ=F}3bxSBqLN-*@#!JI{O%)ILEadDF>G-~qWpb>@;+MQbT4x>7?3
zK~EZ5%Md75S3l>X?lhxqG`=o7X_;K6cX3k#vs>>nb3+~q<qo(YS1WohOr?3mr)g6w
zW5c`9XSJn7S^v@T3k3dWjWL6}>RuSunIex9ypQIjkf6a|xiTYNrFK#!Kka#`P2c0Q
z=HeKxp4<lS5upclh>G1|*#lL#lOB5o;ABcMoJ+e@;L`CPiu%)f=rgA&Gj}O3R$HL9
zLo=KU5GTn25=<bo+M?}671~u!(DgB6^jBu2_4aGF@%dqzvL;82?p5X<f%Px*6{nei
z12t(8g7!>$?D`2g;8GzDFDR)G6UtG(jntM#LXKhkCPl3pQe3toT($tf@5p%$KU2Wq
zK`FcdJfWD*D(CvETC8e7L2dKo?bIe7XKAE%A5!}-a>8qv##tFW+Yl~WvAd#e{~}ex
z9q4)$;7s_4J{Wt<^+q$TDwC)(Gve-8gmQs+Q1K<dPwFmDi~UVNf<qSDsoZN$i)@UK
znWhxporU?>02SPazO^_p5O{^Xwz;oEJlIFxZCT9OvQwzy_v-OSxSUt=+Qh(RaP$bZ
zmCP{R10FrYG*LanckjaA--%XtaOtPZa^@b`qf?8GGvO{PA5h%|+nWKTJ@XKDksh)C
z6J_-i`FDzkIP}8TXNq<ntEW1dj0xDs?H<Lgf&3&Zy#uC4(X*?u=;^AFlGhIbTxwQc
zv@6Q3`k}0D{vJ7i(pQaZ+W*oP9V3^^t*&jDGr-Zen#(%am%o9$$&@Tb5|H2D5B!Hl
zE&$y@%<t|j-=o+FP$$S}hw5}taB9zRI-?d?rML4_z>V(w;6*h2=4rrH0YKtVqVD*<
z-G+UpXd<qd2+ic^$v6|^nM8d(MkY@<Q@Owoj$B1gS~z;=RHhcoSr@ELD4RE~Y_7Nj
z7RybCvW^?T!BL-cU823AyN@-q>g(V;t_3CUKDp}d@jFDyPHAsAz04^`?6~f^RB$|x
z|59nScsS<Zti%uynmh6f>EXV&X<_u0b5&`&1UY_%Z96p2Db(wH=g`uzGR+HCZ!t39
zo*3i;u*EO#$}jmaAcujt?R=}lNMLqq)Yc*T7sZ#j9gF)0Dm0;st!$jGubD$wf>gnO
zMhxT%e#&yC$7rYDT5v1?2?xSd_b9krT3aPiYjtg?4{dB98JPQq1tU~mxkAT7Sy%q7
zSU-*sYy}`@cmvY1;>HC_*9Jp3ABlWrKVr1~^z<)XlX`&CMpv}pVd-&M)p1s62Af;4
z5&T}~-RREiR*Q3g;6fLg9-hwv#Dv!!%f+$7v1)T+$D2gq>Sr|GAl#&KCgH!vf_B|?
zt!KP0HvPU_alQ$!Og;0<&s=+0J>tCvB`}`K`Nrm2;L<9ibU2PC_Ij#{Ij2Gs!$@33
zWHEO3Z-|928Q-AUNCch#Sn+xz0D+#lE|bOwp3#*+Ij;gY%!ekbDi6M1XL;p(t14h3
z8dvOU+qN1(<_)!f|B>x2<GSkKz@4W;=-8)NY#N6Riezo73m;`NP?ep~la%S{mg?yR
zRw2~wXM{WInqSNhiDYq%r@_|`Y{R}@h+W}J(c5P@Fx_)O?sd$s#E8rDE+~VB9-KAm
zAmA7mV_sDeMeHRd6Ah7K>h1#7Mq6BPe{vYR^mDiod!Q|S1x%iT!jx`|h-pxe6Hs0d
zt#DY|MwC@Tmr){<O_7xb1XxM4c;CmG&b6*~C^37&V;toG^uY~9p+%oiw(*DXO3=s3
zPK&ifDc9Jz6;NTn>cv!(8HCQ%Fw&z@7IOdwH$S}{yoR2_ikqTs8}E!X7`ZNSE?j5s
zJ#fiC_<0HBINfCiIhrE{p88P6(($F4pm*<X%qPWFNAzg#O)MKtx%U8;TB<<!<a)^(
z0lT!`xyzb08>kYH+XRdafhEX9YO8fLFVsV9NqJwVJ@_6JnUpv^chu;8dA2EAz3|Yb
z^n}>CBkdTdDT8NP*xlqlzI-6X34&7im_CfcWiU$y3vZinWQW1e?i7)G;1DJ}_f3X#
zoeh3M5sb@}7&s0NJceRzX#)O{>>|J@)mbuynu2W;Mh|aDYETy!@HbY@x;TN24sH^^
z;(*-g*B_PUqC$fE>%lZW0n=$~mjCiA9kD1IZ4u9i^+j+*!_4MvFI$n|^molF<}O47
z_^+piDz)tkBDY7lbO$At7(FA>EA^u7fP$VGs2>hxrDdLJnpoc|GVYvfYYo|Lfl`Q;
zloymB12w;^uVm-munx@XCNHO?DQPI{!S0ZCtQsgYKX%BS78DJ`CN!nJ1uPb+LgSW?
zkKCeb0mnHVU^<>V44*m`KLEIvt$?o_<Qhb^QI*kQ^VAux<1qMi$wrzSq;hOj_?JEg
z{@e94Rrt``u_X;|uCwPd&9QKHTwD%V3y|h<nzf=wW7$roqILlRZ<}ii2m!D)4V=oD
zUr3?JIPLy)copa%?iA<X9tJ9RyMINL=qoRJmI~jG^whTmZJqc6VHN_pcgQ;K!8=(q
z+p@*ROu*_?oY68HDK*|?O?@)>M(Laidw?d$N$vw`b}P+oN-u%h=;844+Q16MQM$UB
zWLnm?g}?p;$B3oH*%$i)!Ya(%_nt|xTWYu<`vokAe+@4C8G}f;6=`64_pQ}AWlO}P
zq%{p@?m=ST1Pe@L#k5dE(P>zpIq-eKKu5AqVO*z?Q5&Hgnin&S;UvFxWf?IPQ$;W3
zOjr+?06)@sPfIYzeM_P${;LwX$lq!}A&qQEH<UXlXIQX?y;!{esmNpR-1l45$<!zm
zNPvG7#>}F5^b;kV9u2nWtT@XRpe)W>up|#1fu9fM!RgUT%mz#z7jd5L)~Ah!aHLO=
zIFW1gTP>!ux@Qdcb$I)f8Gqg-8Km5&BZ<6Ru6nV0%l&qicJ<TS=d|xp2DCf9zZ!E&
z`wpcXBXO?k#X>n_ofHniJnd>EEdd9XrUH}(0Ra44X~NF|AF<JK-Q?=Kn^vbe8q#S`
zb6f@IC0u*g?oAYqV5CBwqwWhiW9atnHrU%k^6nHYO$Y05JDmDOwvcZXOTiE?c5)le
z&`<W2`KTcE8*6mbv>4oXU<I5Cu)quaD3MP91v>76eL9k{6r~q4w!Q7t@~#K7aWoVF
zWQYGEZcQogx?GXN`}PcV`Z)cyYbxv{gDVuUkeig0At%!>L5ybMk^kAeNnYoIhaqY5
zZXguj9qI^ttJQx|bQ-{afTZtJFz!MC3JA{_b@;KxDBdla{X0SM8aPVio%Gv901i--
z1TzxXYKrFYfx8)HT2l3B{4>}D4RqAS*ir!?aBC8Smp%tS?#D2(W`rL#y8>O<;JL|w
zxfYo`NIyk5DG}2hCZE`fQfgzD(Yq*;1+*!sZR3pk29@bv=9(J+&g{`KOM8GGAm7FS
z*HaGme29nTl3VmM21pKFs#qW$oWap;^(M8ATkz~SxAYjV71BuhKHy6neR7as=`Fp4
zHiE2fmxgsBUCg=O0punw2JS~QY$X-zmQI#zSgVmD4i|F@WYl2%iFHDz@MnjRT<wfG
z&ceDSeY99Y#piyl>)shX!*heB$W5bftp|88{|?Kggv;T$xCzUhl|^t0U!4jzUQzxX
zmv;`kJL^-(G5nelt*6W6n3%(>FKP;O$RNmpT!P}BK4dt(8j)A7t5jhf&3!G6QKX2c
z^=AT<ga)bNzPmUcDdM_hx(=1wLjB+27!U;o-@vrRaZL9G*Shu>JVLEMZ-EI9`HvDl
zjeD?G(#bWmK0SJaE_#Cv8RZ=OrPRvG%WBL8k>oK@irvx!Q^9R-aR{+`NJpufb3?m*
zP(<=}Kz$5bGOgHQKL~<h>-&s#i^O}eBA*UMDzx<+*7g0jC#Y82+%*%DtFUzH*4DYU
zthzS*c=+H(OSd2#o?dLxR5VcO)@B@LYZCm08|;=@aWk;Rx&CAnIM*M`y7|CUKFg+{
zSW=&4fGbU8apQ3s%P)v)e5X`koGF^N19amj^T7Z^5R4=uwk(AhmWHmT704mH4JDCT
z9iuC;jMTqg!frwh2NnUxJ;mL{ksIGBC_#P~Zzzs7`_HE?-%D|flsGMpk@5*HDd``>
z#dbs#u`>YUjG<D0*PR%I8>cKBF9PF)0w36|7f@s5KH$hVXe2#>Zv*}uw{^we14(aG
z5;>R5!e`PPp70&<@q4yPV|Ua-Ju$dgJI{9+ya^wBN-iRhvXyBBvKV)58qwq>uA7xE
zO9E}#Y;>{f)WpqFjen9|hBszH%_SOQ<`!8Y25IRU4L8W>0em9ZXJhvgn-bvj0Lzno
zKGCeS@&Xi-7)UF$2AgU;4kP*6X1r#R9Gn9}s~U4G3DnM0Tr@@Q?I@Ml$8TA51ObzT
zHTORHBSKA{kZ`(9r#7s%x^zBOT+0y$yTt;_6oXR_J>VX@ZHda@A&BG)xV)Q%CHdlB
zPw!tQ1yA*r9UobW1=RqawVj?F?8{S`u32I%nX6@Q!6vEtUjc)D_WyE*jJScHSo76$
zM~P@mk&-to?t-0a<zIhjmAIjA+O_kXMAVWB8Y~X<k5yx#C#XdQOwpnD&YF;1?$S%t
zU!gjoNoS|nD?+4?65hRT;9D_}>i@(M_`ZaWjL7iJnUyp%mXb3@&C`@lEMq*H;-tk&
zWac^sm7{w{Uu@eS%Gu8MbnR{mi;g#-e>j^u*+d<@x&kVJHBYft)fa%=XiZmFr$MEU
zrI>e(OpG1F%a>xnl{5Uy6Ub+j%of<Q^uVu`(y-|+Fxad`|LhF7{54yG_@<elteo5-
z>Q2JuN~|_Q=K0;|aVy@MsVtSx9V51%`VnmI>NNsdwR01(+Z}m9@>0;i!(7@qsiD6x
zSY}~mrIUQ>dM!=;3DKaE=GV_||8fBgTT`NQ5{rZ-HKqg=PipqKLBWF`Na$^}InK|H
z&o?Pq%SUo@T6OePE?0Aa%gk{l8-Nr4pce_>?vI0XFXvVoCf05~YPu|^l}W9Pohc<^
z(Iapk=DUpgdMh5@3UJC>(9(2)G=bB?U74l+Z|Ono!hJ9ALM8a{$>NS|xy|NvRG~cM
zp;8#BI5F%HRSh!qr?&S#4r^}=x(zCk&>J@dg7faI1<$dp<a6zYPo<>Ohy)H*Sf(%X
zLj}RuqYSZs#k*>zY~)h}6}e1;IjHFhP2{NxEHN%BmqS>yGHzc<>bX|HHuC~1X3MTF
zub{i2toKK!10-}XA7ZU65O{^&4Q-C0PKNKiB~sNYG8|Nz%^muX-IVNIT-dnkIJLKn
z0v9I*Z#%{0{&>k~(i+UiZ9gX@$#wf3Q6gK@ih!QixP4aSXW}{$mFVcIxKL<qe}?@#
zDTt%uxkQM5a@7-5?^K&Z)SEHqCkO#|(&ceJGH}%hg}op=m_4=J@F}u?`QDjTo52et
zPvG#x#q&_Rh|=-WVYoEGxXJA~QBpc?m6dV7>&86Ir}>#<g{Bw{AXF4f-8gy*cAw|p
z_?qaud%k!2Q4)0S@`{O|>|<k-7YjQwMh?RTMLF>|FDOeYDHU2+-1;YnS3mx%>0?%w
zl0D77T<ppAvq7ccg?^+odGMsp;F?z(ZrEV3cgm0^0)Ic4b4~YUzL)xL(+jSnjJvl(
z`>9JVar)4#21vsP2kmp%-}$IYV6%r|uqUg7y<X8%DLEoL3*d?+yHS09Sx9z9Z1TZT
z)f|0bdU@4{fc#*KzbpRlF=S4T8kcGJXvHX%xnLmOi%BlW$>#pr**T4&k!c&jD<6Ne
zFe|z4Js9LL>_I2c#ahNJQcRX;Kj;-cZVY{q|7^#(UaE0APyFC8gu2_^regOjRKeqD
zWBj=i(l$`(E#x$xUcaUqRAR}n)yiq5sR*+1{6ipL`xBfNN8&#XNm9|s_p1tnN`|eV
zmbXUW6hG1Uo*N4l?;q&g_ou)tJ6c^T@0}UTLTEtcKlG2s%V=|qN0YkcsP)JvB|mwo
zk|dSTA6khPx3<?z#lZA2@Fyb~IaG+aJmVtYDPKflgT;SB{tdFUj!s>cytm$95v8?Y
zpmF!#<q!Mw*Hg{A-D1HghYxCf9G1}yT-4;u&fxA>3SHlAN|`^SQ%c|Gg;`BG@IzmA
z(!W1?o<6ZD*thkvgKqIx*?c(HvHmylgU3hXj~l#LW-<(b2MSaK2@W5?U{`BSe8U`<
z#y%|lr~#J~c6L;nF74#CEd(Ya`hVysYE+60I^2JgV@mvXq+rrYP;yMLgJ9bD5~361
z5^Hj}x>+Ui1M`j1_b=1dn+TqvRK}Qbj|PSH-&!Q=^;x^4>1+k03(GG#pKfSN?L)~q
zFxVI9+F<B)elk~Wcz?DtTF`Mt8q7qIbMLjI^`Qpt?ZPT>L)#fnF0P@GIbP~}EYwKf
zXF&w-87Q8(T}B{NToCuB=UoHKfBxE|aVACFz1mTcu_y4&_2e$~b*SLe&;Kd0$|gmx
zr+iZ{>lZ0xP=AijEp6IrEVnqvEHr<68z1UNI<FP+PRjQ);)5U3`dV9V3kl}60>8lC
z5hRo(#Q)TeW{QVJ`js(nAE03dl_ENZ$*DftKM*ZQCfw-@^#u0}`8^yf;~E|s%1ui8
zy_do54Zre~xv%SiI;(}ITAMpc>zs@~()X_362rK+4b;F9d<qTh_KO=g9Nm7kJl#j_
z9mI!5IB;@ta=Q=MCAdslT9{dJP!m31SY=V#OOVepdUAgP?ReMNa3t(SqIt9ZUPkC+
z=~8lu*A0Z}jZ(g$@XB2%#OR~dzBvlAeW15?k=c#lo`O&%$$)N$sLY`X72gL*&fyPw
z+~iNHcg_GwziX<MqaLeaDSpD1mGOinX<YD-)f;7La=n*RDzkI0Ik3q%<7+qB(#iv0
z{cJODFT~Ra-bIcd3u)V3rv>i1hUNdMgO=BAS0!v}5e#<6b$J!}Dkj=2J6%LhO2*<K
zbRo}wrl8+jU-y%}!jCBjsyAs>WlzxPb^(=O_Gy1V@dJr*nl)G7)(cUrQFdRuX?l2G
zH`shIInM*n1VVfBYmL|Kl6{f)Pq9Zl8DPWtU~W|P^dgU4PoxrFq8SF2l)tu^g3HQJ
z4)PlHDn}eh-+W$V>0cscg2)Sip4j5>%H<5t(LNu~dhWOA$ZxcC&9A#n23Ix0`UNz^
z3J6V;KC&UtX5G8vGu@+%J(=+o1-Y3Foe4NG4?wY}hcdWBrp_+}v1{ZO6zCnSO!YcM
zMa?pF4YOVk9X94`{CM)?RRSkhT;FIeRj6)_Zb+8VZP>+|@2_?*cez6wjXs~jtL)E3
zb91~?4xN(;2Y<$|CSw>HED|w#!(8_SdB^yv4?L}j9pnekZ7+W;3#H9zcWy*dvWrbP
zBozxdrIvQ@7WxlL2(}$m8=xFkb}K}pEKeW1^m@z|RsXULhzdpdg$$O=j5>AP6`u`B
z{Ttk>=wVW~TG+znL4%<X6<Dwf{S|p+v+EezgaSPy(ZNf(52C8uON0E-&ie-0+#Aor
zqQ`+v5wdAUej(R8M%A6ReEqh&2P)iVhix5N<F00*-gF^q=$^^6)E!>y;7|9s{N$^~
zofd=)U7y{T)(dD$*n6J&7!}8*k~*s+(PxiZMny5!)5x2Mw!MQ}U?kRC>g&NDFeKT?
z&JjRZ$x?d`J<AY?NFTda@P3{)e=qeY)7I-RklSjRoon#XLjMU(B}>6`5oe6aZ+kv_
z37THaiyut`q19Cz`FKIaQAJuKLD?q}#xZeMcoXHz=&7?8cY8FRIwmjj+g<H^9Q^)u
zNLjur8l8B}O<q%l#l+=#48>=`kE|7M+}Y?ryL_6lA%4)V;$-jcy(jc3#X+@Bta9JC
z1!H73rpeZ7+Ew4ItE+}*Xn9i>z)k8irEG3yTe)W~N}sABQ<$+4$kZfN^9UI)>HaOp
z)sRf5t*2k`;a*ZJ=jRFCLM@%99hQ22s_T_&8RrQy$wy~z>cpylJP&}0!8s%jcNK?h
z@FbT1{FchID`rZ+lF(@4w9YpfRJ58h<G!X?St@rjoy>h4CBlQIwOyQJ1}B8m-$s;G
zJmK^Ua;|xxIo`T?>pe>+KR6(GKXIcPK{zsJ8$ga(ot`<El+rr)kojs^rAsKrRip#T
zUVV?HjldfN%25R`H86aviQOiG9Zp}h$Z}Ach_XJ-@v8^Ks<8v7MfNvF0U8Om{IykZ
z@+LQf3YGWdI&niXQXAlrKldV(;Zg#v_785t7Sq9Z0+Eo4pY_ArwXvn~`Nom8x^49)
zuVi_taRmndxR<hA>Q3ky!lfg2uaU2GU2?OG5%Fe*NGY75`8`p5&bzGnz8ev&<ik5H
zLpgnra0%0ShSxI@nYp=cB6~v`wF_Sfpb~SV^d5sdj~qrT=oeZKW(E_s*#_-qJKST)
zBU@s{OG`P2CMIm4OMt-ZyhO|*_6_Xwtt?$WMU`x-jIOS+L+V?IPBK?A9pNB0-_X@D
z8Z#EmdVQN*>tlKSLOo}F`}$+IZ=DJ5%lv5cguK*5K#_5fa3@Q8j81*qx^w8ROUk@f
z$rFO*%?hgz^DJ!XJxkZDsJv0GDQznpJ{2xKOS6{mGhUi{tf$bm+RK@Q0TF)3ju&BZ
zOk<s{ULC2$-<}3TL7Ozrz+F-Awg7Fjbw^#!nCHR}id+(-{upFh|4CppEV|o-i`tyh
zw*#a-?@iEHxIT#3G-MQ_hs(<sbhQ5p8&ZA>718)I^zt@E$3q_h@XP6g$Bcz<xb#06
zody~kzx5F&o{(2$JEFJC*4O-ADlYUi?atVEjuA1{$Hm<)0Q*+~68_}T4bT>Lz{KA%
z;C1R;Vbi+2eD&-@H0Oc8afpap^~UCk+ZMV=UP{KYr&Jl=ulrZ=Z!$}Y8np{r1ISjJ
z5Z(avH^14uGC+?g>LWxPgA?>8mVlXa6~Hfoh_m=N1F8TYLpAB~ZEJ$3PA7I}2^9+H
z?}{GhcxmYw3o2;85`>r6)=xn9XMq>V-MOdONxm&VwH~(XI9+q_{nz)9NggVshV^Dc
zo?F%oN_f{bb>6dZ-V4J)unKn?-;tZ*LO(e&@7PSR|E3u&xFILC(Oz;uie1o&+2RM^
z#$%;{q<4`<-UW;J75{_p=!A-Hr?*CrKieNtQ(7g39yM0Fhh1kN@cC;`l*$6u^`!MC
zshKxFgtbV#aT@lv!YxW|IVsrT{(4)8cBPeHVeKo`ABDg494?f1$G*JCO+7<65zAB?
zMYa&o89G2Wh!|?J6_f|f8~jlDOV4X@Y%XtMprqT~`_sX-?qA=dJBQ7FPrRe<eJocD
z6!mI)C{WbYharTwIqEyvsV6;d=m}Q3Vu&4~ypd~uxajk3g;$#^S@&R~cu#7ymx6k9
zIaB*)i)_G^g)Fg<Nga*p!`wxN$%k5+V2|-FQg!gO@^##Nyt{4^=&L5O^~Y3jZXtcC
zf9koQ?Dw*Emp}(Zu7FGL@r0w9;?(h<w^<ohH_Y!m=yQ#-B7v*N`_nzUg6I@H^{z?!
z5{GY3#tTT{(cm)5#FGFV%wMRgNaXQ8ekH=YyL+K7YkosIJx0AgR`sGIBl6iUGH|nP
z4QcM&l#z`<WDbUow>VHW>0ZjVt;&yRDut(wo8&*dE+5NwHuuvf74S#W{<f=2jBft3
z@25zp5pWjQwM~sT&mTZ`hYKga;z`^*l?kCRtN95_#PIf@RHsQ9-AY1A3u*61*|Y&!
zhO)Ly_d8kNqJpFrXBXLX-D4k9*PD6|+IeiKnOtzxVK}&!lb`<tZJEp1a+@W^n4(w9
zkf9ScGOsOclz2CIcbA$0%HPxcH*S$hy2p{1MmD|%1#x@0u!CE(S{$N$9y69bd$&i6
zm+5&0H|-Yxnp+&@v5V4IWda@t-`{3q?qAxFzg3bq=s<d30P~8dh2nGV>l@m*(lr8b
zYAie#037vFa}_@t&lR|yTRU`?;{MErbm%}{<=(9i?Eun$xtWdCi|l!Ma&0o^3Z^+7
zoq6Eaw1|&~Kpg;6@DzuUX5Yjc8qld^H)Ju6(iG(9Hy<g9r$q$ixy|vOI9OeBN}1pL
zumU&Ua~-dBUV5MKa#>hSbu>QodZjqm7fs_B3Yn$VADjT--xhIUkN#~r7Yjar2nUPP
zN9*tcD^ydnjFCjp;(4F@i+*Rta;o_?>ejSl`j%^RO>Hz@UO*OK>u_aB{jCFRPWS$#
z*^%qgCAWpvl2@d238DAR;W;fO2T`k)uCg)cNVgr9k%@{#&<i49RDZwfp0Lp&?A6jc
z4b~(T0_B<tDPG4Kvfi;Q3RK>29LYQKucP;cga#eXhy(H<!E@f-ZMH;=qQ>hJniPY2
zo!lnJalDP0k{LXH^@go}?d;J()?k#i;$g#g4PQFV96BwN!1j)gXO@=Wrk!`sq^`D<
z^<7&S6Q6lo%ihP49%Tx<A5(N1UaWkH3sRSwfE0&7q&QWzZU|HPccRPEwtQ2EF>EKx
z=^dRFfEqY+tJ28%$o$82?MiDb+Nn;y4f;KBD_`R*X!E0|PYVDL0f)PruT9#Hnr+TW
zQhW4;f(sdZ{B~E0BzA74S(-GN3(9u1_p~dksN{img%_bi^IvOW{nFc&c)_OvS5oKL
z&wC7VgtuzzOhSN|+j^-46qE)Q)>DFghk;dMZ@@~)+5r^bZJP-0c_7W#7A~;>8K)o@
zP#v$#uJBsrtHt(okrLRi)gBNeJI<vrF}8yntOAn7oY;qlco+L)n|P_|jQKld%WISH
zKtMef?}lf71ok_6n~4{6Xek!KRPM5FTYFe4Aur|oRIbJ)>cP};K#Hr;2L%x~@<F=@
zeOn-}j4hc&7-W>7iRF4#b41e-IQz|Ijo1`YZ?M}=|J6V9zda&AC~m!~o2qr{5bjQJ
z1qa_2lYn)WSjev(JF}I$q7^T={^xntJvyH3vL`bvOyCv<j-Ri(H?%bE_#gb8qFE6}
z97s$-2T#G?vEp21AO5lG5_P@WVvlRrY}Yan7DJyNEe%J;2Nna+lr>pIli@6OAXDU7
zJmip+IWnpBRgQ!4H79hw7c3KxR7nV<qaBxiAU``0WyWt)T5L@$&n(xAtr!VjWMR7Z
zEo*#~Dw}+sy<aHx&`eNafQhYVaIX6@@FIM_CU?{Im5|y&rQNo}pL#l*mY%NVTH^%f
z(&T|+eD=*jNubB#Lr-7o?E2o<prSb7KiZI%pD#yUssZkuf}yYw^a`?k_NCm|T$1?w
zS*D?42PhH&YbM8AT;<R8qcLVbKNsHOFV0(JkUp&yf3w!K<NZFWqL*nhCFe+Thll#Y
z!;Z4JSv}QtHQo0nKp8?Mz)J97lElc`dbOjg1CrHdw8fCb$+2AQ5t?LBDf~(4YP_34
zD`PFDy>|;eJDi2OpUkFrQB6t76tH%|kFhp9P70@q46RnRW8JnL;zE77IXzpK_YX4f
z8CR*aK6ZIkTIO(49_e`Sjdm%K){BdpJ_i6^CWH#05NCroutR<y&pwhEF>9#hD5ffa
zQIz-CSS;%3X&<nu+vcS{E5pP-S_r_@a5r&d5ynf`77Y1<p8CgOG$iy<V6f~cg`UL+
ze1s@?*nLSnXbiVdFUVD&5d}Br+`i1sTVXL`y}7+`uZa(o$R@_FLo6qzg*rLTFRa@-
ze|fT`Zc#dB-XR81zC7Ro*(+^tRs%WGN!1?<gyBr`XJH&ff?BF>-h3Y1fG17BW!jhl
zXA_j(+ZzYe=2`xW_B`_eCHtt~^A6o--<pr!5s{ZFEeAYRH=zE&TKAPUb-18zfhRs5
z;)}lBs$Q6Hm_^Y%<qRLOI10E$?KB4N$qs)^<zM5r5TN3?>4#bDYyozlq&!6=2;9$V
z@(<|2@aw#FX*n^zhQMxkWTeo15HY&7ED7`#scLv?!CM=CwUfAm645<3<RX7ebaZt3
z$OsTdXtZGB_yS<koV!yeA6k=nm6HY0(4*0@mZMFDw0VRn`??s<<1#$S3%iOZKsm~R
zAro|D0yj%ATA@3bJojeQZn<{=hA4a%%>35pV3n=Ec{2+Y#4!n>Mlw4qay)!h;A#wP
zwTF0)ouk}p-0d>e*f3aW#g^Iixyz=2GA1y;3q<%JD><`D^jImZVWR@H8^yxhpTGmA
z99sa)3+H0^P-q{cBro3@16O!uexgs&{X{@aaobeuJy;X>;&0we5HSz-($>nUqdfu_
z(8D2R$%9`)EJ1js-4`Zi)A#dBlp%>bCEv(WODx&q;X0ssUUP#B!ML|0zM*4u1~INu
zHdT`j_u+u(QFC>z0Jm&Gug}DIsgTIi(8vqc5+)&3DNM{ZAEnL<CIZ*;N*l$dR5YF2
zTFmdXbyKrmUClyKXsD~_52Jxfh6?aeGmggwDPTF74O8;wr#N=!bi_V^m2iu*x^9ud
zr$^W(Q}D+8@(-Ebh3Opn+=pUq4)={JyGXCkD0hvO+#8;dJ#}Hy!p27Bsc|xP9Y&Du
z?_#XL@$cXzf!DXe+&mRbe51g%QkJu}j$HHpX(Y1u7aS4{)1kKSGuU3y&a^M|(mwfn
zaDiz#C53nnF1rCH*i*O2u8TuxG0w;-aG59E<A+U^0`+eAS{=p#jb6uqkTf{Uniy|3
zgIRPMANj?%6L9bXbLFtzd@m|F*<A2qamZB(_r;zj+9KeIf3l4&;GrgzW(JPGcjHgk
z)XC>I&<gPKLE_jcABsJ%cJ0fPId8!VyOZi&@)-QoeRX`)f%G%I>8@dSgJY77yP2;(
zqPWX}>UIH@s70~pfrmdtol9ZGs}s+hbCmu*aJ<C{pb`ls@VIKxBhK9Di3~ZZQ>U4_
zdiy2#QgZiFk2Afy<eRjZ1)bTR85<{qI#ptIJ;K)-O?`25Y@mf-W0F9jD5qi-%F`dB
z2YN?)uL)G2g#)WVqN;8Z0EIce9$En;w3%yb#!Jok9Pp6QMdKjSF)(!MV0Uy^EMLXZ
zu>rcP831dUf2IDgX@{(V@BNXnq1?bg!J}e_2K9o%kq=Tt9Ml)ice-Y;<ZLR8tC%W!
z$YO&Fkt8C(%}ji1xivn|3@(^TsQo?bxAikg5x+Lz9r&=5vTx_`r-1<oMEovn+@}-S
z>(bcoY$3F4E$`1l!LE*5#!drxD6`+W&Axb8;=cIqh;XT<s&P<>kVy5pmqoWnIjYaR
zqpM35ZlA|ncT25i&1CRHc)-qdUaCn?0z{4(o0=wsVg)${7*eQXBn0qAMBa0uZJ-!r
z)|PEM)DWZjb(kaZx;3Y=iOH#~d#A20PS-pO>k-z&c<e_O#vcW+CG5OrOWJ?EsLA0x
zj(nS2o2zgm+VNJ2W&9$)v{81F@Z;X5Kj6k2?7#`&2ku-9i&l1Wz&0>oGWme$Qybon
z$b9`;SI>U?L&tXm0k-?>?&?`t`ogkBjZLZmKkhH&-Ec!?7-t!^45jwWAVl2A;1N61
zb*bYIr7h`G%k%WT(BK|1sFKgG@au-iqgRgO-GK8<fts;#!~XU%xM)sHiX7n(z9=m|
zloD4ZePg(ybdpQ0CP!amYCl1@0<eiKa!yWJJx52=9o_8%N>bob1wwNcdU|+++YL*g
zDF>CXRVbI@?qcv!eWs>XG%#>j9o*pM8S+5hO~%@q1sT~v=DC}gkf6<NB~3i#I!_3!
zaP;w!kmb^lk%Z{+_Gr^+q#|3e(Onn8%rF&8y>0Ch^Rkirsmw=GKXNn9tr`fbca>Mv
z4FjPf#GFWj8%I?J?ZO{;OzrkiRMpXV&o(7EY<~z)hE|Nv_CIZEW*dfhZv5qS>efox
zOtZCz<{SA4odmuxH2dAF3XF5(rcEQ4*gYuQxc@LqSaf&vU4koPw!Qa^MeC$lFbC6X
zb-N?1Tr<2;Sm!?fJ>Hv@1ytT|hZq16UbH<CmnK||NSKt*hAEGP-<hhg+B=6IbWZ%B
zM}e8md;ZN08+97^VQ1tt(pkg;Feo%`EO@r+$>Lk&GLKa@4RrB@4|i4DnrHdTUl#wX
zC^o&KFMf64S~eJLAgS9V5(H<|@^bN-0*<#sN)}dDO8O~NSbBn*&&0H0g9*-n9hxUN
zm@^R5$pdE_Wf|nCG^&tGaXs{;?x09HIa8;=KTnsTy00aywe4A|o#o=4b$2TE{D<TE
zU%`|;jn7&uCNPRjf!mfIpO25W*Xf&D9ps>HNUP%`o#LE2bv?+nDe5evH{JhF4C{Vk
z(RzK=9&_^<A$GF-!@6*}{6oQnp6Ktrs+k87$-77Q$;4E0>v<O$xVR*eg~-hSc5uX~
zzYxS)6p9x7iu9-T{_*LNUu{C@)oaI<O+5aaKjR69M!uSM1dFE<h~E25W+X{GSnmqQ
zD-aZZ9!O)@XVSoP@u63rwQZ1769);={6089^xD5>6}e{CwCmJ+^kw6m5PO8>n@H9O
zy3p6u^NN|o>wd-;&<z)MHuvjns*6gTD_{1M-4#{&WeWdo%B1{D|K33FWA6CV4I_=m
zqZ(N+3n>>d<weU+?Pt#K(nNpH_npp=#=I|i`TYyQ_Vhs~idPgGultwq@ScI?#LllZ
zn8rjfK#`hwvK~&}7;|;q>odj{kwz!@b#K}oQJng%&VxjD<e7Jtrpe~E;GQ5oRZ5$C
zD5cp=3Iwsa=TZG}Ow@%ax`>%X=~At$sf?ChS%!2;mQVJ*+H@E?pZG`6C(M{5+MI%K
z_VD-DhraK*#UhbbGOHF0@<ElIoMJ326IC_iuE$zJEfeR&2jky;4cO)Z!S&~Ytxm#l
z;`HJPf_d@z7Nf-|mz2@<mo=zVX_|U>GEKv1X0p3Ap=y`dzx;_0G<K&S1<nFY=E)<~
zwOi}L?0xf0O8!ye{uO3z+ezKcqr1Q6f*!y>q5L<6$lAA2u2$7r_dFHvHt6$T5poEh
zKKa>J9RiWAuy!9@aP#&>2&tS&6{a0%LHQ;&5qhudUc4JmSF8CmD0+sH*>w4{X-7i-
zvv=#xtE%LAsr@tj(@#H}O~X|%Zx?6$zFncr)UoxHGLpntabsPpIQ$y;Xix_3cm2~j
z^NOVZ;#Qh~mgy-OLUk|O{G{&dU=T}Q-D!0nPg1?!naVK~ANbK#QT~W6?)Y$L<yYT?
zBU=U(_kw-q#?RyV;UVtaPYmGN*tD;DZuIJM!sjbzznNm>-v1xE-U6zsEovJEMMXkT
zN{~{dkuDFZ2uMpeDBTDgy16RS-6h>1EsY``38g!gJal(_Yjf~@zwaO8cMPw0+>3j!
zwf0<dJ@c8*oXbUnYSr=M0S=zp1FoS%*#y(7=fTaxjKrn-hz%`7_uN^ddD$t&7CEzC
zv-{S4zUYJR1E%IbXKb{pJ^qWZgq(yA(N*&Dg_+|K-P06s!Sg$ofm?aLu|-QG>z3Xu
zadjV~n`v#JoEi8=rOK71L8X1-pEL;?yqz{IZ+74>cRw&oe!Kr3mNU4Oz`2vKy_e`}
zx?ROK(XB$Ae%_SCpdhuycC&5SG<Y}lUZLf8hh)fRoi?8dSbX&tG2i@TbG!Bu9chI8
z0vDOe`J<s(S)OK@@+{_*f%rl^Smc7^*U@kSxX?0uiy(C<Su+=4W47*w>X(slkd3)7
zAE`0R<_(qAa8c0YOu1R+gEahd*Yw)m;T6H1u3<8f^Rh2`G(;Na3mD8VYldl(Z*|Qg
zL~=}1k6@wZN@8_qchKAEqEGb1#DdQ4M=RVm&$;e}Gwfx}dMkkT!|@AUQfne&FNZHE
z!GgV1M-`o+-DT3RkTN!I13opfsJ;sqttGiZuzq<tv28jC%8Z4VT*b7HR8&=Sg$_VS
ze3P1ySLPiC(-6BMW}nm}5$qgc=k{Y)g`o*LT+#{MPVb4I_oSgO-*@kdoqQ!H7ey{!
zn`1b0vBl1PJnS=!pW1hH@GwH8K7aVB=Jd4DFY7+xlimKsv{ICRrhWolIR}2d$OBRc
zaR>nTykFxjuW353n?O;@?0#3q|2#=Igo&vGL=kVc_1tKBimv;H;_}KPy!6KtkZ7M-
z*YCdM(XAuQ%P4nRIe?hA(T##s<c{FRY(p3x>gUdMFZ0s|SNZ-Ic~#kRP9S-7AM?Lb
z|6k{nqPL*@A4sOPxP6hNRvlf_w6L&H9j1(W&YF(_`#t>heE*if<(B+=bpoPc65ti1
zW7Ofj4f7eqp%{af1%KG`l@oNtyuO?e@Bz=|<g9aOr~}xqWB7=IC#M3TNRDwQ4O`oH
zgAXJo0hd2~?Fwzb8yg#!lN2R)Wbysm_+-Mt^(XG*Ff-wUCYR9pr*{r8ACI;8>hAS*
z1{n&MWbPIe>$?-{=?rq!Kshb&(w4_pflE4+7Q_5VqhG;$nAHAt*r|I%=wOGM{By}$
z;e+(#l?`EhGpYm3@2#QN>mUl~5o~xGhiz)SvH74TtQ?{Od|q5-<37H!0Y@l?hA6*G
zDx7@9k{1iDomowW$}UW_!N}CKptcso))Gn<NCt$<@5j(6(6+8z%cFs@J`>nA9PIgL
zE=82F*FWc&iOf#WgfrMUA1)py(bDxALO(8=g*uwh@X;xau47hak-g?gNZ{?i3;j>(
zKmQPwQB0Dhx|m_mw!NkVqvoMj<o6xl>c#8pq6jA|Jnq;7mnlP~JoF;^WcL@JPDDT3
zd4w!_damF7Sk)Klakf3{IQ~R??rD%rUPaxZ*7?t2*C|wX2ztpqUsTliB2T;Kk@du@
zLSav7pn|x6O~`D2YH?%a6_wfvEcDi-Pt|+3FwA|;JM$I4g{}q6y`Afrx4_hp*qS2w
zU6xKMMhYP$(MSJd*G1}OUMJQSml*dM(Np`uo)H679_%sUzkSoK*QRx;+j;Cek<2nU
z#CsJ^-@f8XA62&ANvQ(5CDc>q=f;58!Q|>GD*t$qqMLVC3*6T=!HvVu0T~<F%JGbK
zxX8L%fSll3>g>h{DqTJ4o-9g=_W0%jX4dt3&(7%xc(fi!rl{}9rj7r%wlOmG)d7_^
zL8I2Yf(!4q?biT~0z2>FrpE}yDmwiC&UV-VgQnm<yJ)W9mo9|}Jk{>qdZ7{5rhWgq
z|7WjIV~sx5w6HN@^n<synxl!9n_Ji@D=M-YN3(+<7Gwj!FKX$lAONdA1irjd3NC2$
zMJwWLeg28ODb@--{5~)pR)C$2YfL|Qczmg-#enf@2Jy>1x%_KBMhKKR3;(_6{?s!n
zmP0A`4WJSr)cCk~-HKVz>elNg6Ev@%8;cjioS8<B8!z{dzmgUh^TZV)_qe}Ls&@2r
z>nRvb`08Pe8#Jts-!}g=!Vem;Wf4AanoL|aPp2G2@V=qH1jBKOQFUA%VDw%&0O^a3
zjKI>r(%j?EM@_{?QDe&bpD`5`;fz*rUK#)v&TUg<OsJtI)(s!F2^xF_o0{l|H$f{r
zO8NNE{-Nf%0`3eUFstx|Zhi2zaWJ#-3FOUhiXQ)=L@!KlfOr7vn14S<;dS`>S6Vah
znvd_}m7}AzXH-?`0_T?XBs<RKwn|RA*`;^DAQp!dBR&i<u?vOi>EgJ!PdYj)fP@Ck
z<B8N?O{*=IIt*B~q5G$@2E-0<e7LWL%IYLB9w3HYrWV0|XDQZF%@%Hyp|xhrbs;f)
z&RF!$Ua#N@5R8A{jt37GEzd;p9~^JL-EQ66?hN9wnXm!$whThdq}zWG`0QQJ&ui)A
zBpv_Rp#>0xxxe`A=^Ofo(%0n>xrhZQBgd74h~G>1iUzLY&Y}-j!N$!yR6H8CO^x9C
zYA}H{7Tr3%>&`%MC(+mb>&;D3Xf;OvF%6%`xvFM;SdX20$-o`=|CMIT7Wt7<qwN4&
z9ei@W&WAf*3wS=M-1Lachx-`)BR%K*MAk~ZFHX3?J;wg3R7~1DB;hti$C{NEtdHYz
za@6J*z&+m)@NN5q%kbf))0MqSKs1Az+6T4L5<qQ&b%<0^?q~3)0Wc_QU}D1JlC|++
z*c!g{j?^Dm8|PmCYMK?A^crsmtAn>et91J7+f1WTKxww>>DmD$SC25-5b>%W{<84K
z*#vz!!-eh_EgA`aImAn8=*+qlEoNMKS%W;=Y5DT;ib^=r4VSbJ$b4M3yuMJFC9(Y>
zG=nwaRpR+nxlUtWn-ue#)c>N;5*;RTE}omr`3;P24xkuGuy|<rv{wl3e$w0dH;JAI
zcK~8;QF31YSQUDLbwHvq*k`=LWAv7<pCeKUO1=EQLnyKwe!d1SIcePa%?VP)zOPK9
zwg{165=1MbTHu}UK71gaUl;=-0U%70M&XjjBLBGk!xjBIy$Pllk|$I>`VgmXH`C@I
z75$1z!ksPi-m;Q(`ug>7K`?>mwastSL^C|j+pyNE)b+tw)U+R5rg_lXL$8RxXCO>J
zKaLaQwjA=1YuY!19=79Kv3Pw+6faXOLFmJ+Nl^>T#fsH4&rhCzLUCWLtU1RbPj>*d
zPGb(n2)5|+uMnzzX>f&~?Ce35rwYP(kVUtKVPz0@h*?m=uOlBOc5@!wemut3tYYR*
z0ZR&vsKnYX{~sUk!*I1d`4c%jD{UH%o(vB20TPxP7At61Yht~_<Fos%5iQ?fu)tz(
zUDpC8p~TGcQ_=JK#T^KsKjykR%O&5xe_D5JD`~bJ?FueX_ocD|PQCgl*HHWOj$n6~
z5fz%{Z8#g|yAzC}g<|K}<s};b#L$QVdxvrrWt3&VH2D{n7K|H)3A-IM&O^F481lO=
z$VXa2v^b@X|28!&dPjr!#!FA%^&1oPuX(VEPqToEw;$L^Y*JKq4jt-yMUtY9u9rT{
zrTnsssR!{lahD4KH^farU;O^KXB3E|7CEkCgeQKhC3&0XqY7ocK2d8weR{fO%MCCh
z5Z8fAjKLH|39o?XJ!%l@I!`+mK$(<ZNe^V96ddE~pzE}G*HQ|wdN*Jdwf|JK_%~21
z6Ha|cvZN%9Ln7{cUbCtS<nq8nl?DWM;*gs_{|Ww9?NcWnkTL?V3Lm&S&#tX;SNh9~
zc=GAm&0~Wk6`;(}d<c~_HFGmEbYkTLeF59Y!>e>Db@`u}el`pv&H2;nZa%g<d`U7e
zF3hVF1L-zP3L*B58>0oqwkRS)lo0hAAN0krY4tmjspmY4$`CaqiscGc9k$x@EXOeG
z-NY)(Aj(@slA#upeJ-#QZ%{$RdI0c0+>jH=@&UBrQ*!VIW>?oy3oDC%Yj*X9XMB?`
z$xVm$*{PoE4=!I3IbII$d)v>U^dXa764GTGf{CMjyms}5pC%Q^YE61`hzA0>@XIxp
zT5UYggfYh2JFFJuTLaSV@~d3E;SHc@ox6m^sXTWpC{Ks!$JaKdn=5=(M7M#5ZG|=I
zi?pWY%O<HL(mHnXCS6bO><pJ)9k=OhAKBKscJr`qqxi_WLRw}gCWT^3=<Yf2p85ad
za)10ShX(f=os?ADB)Ik@^+w&_jz!1LU-VX<GgT++o&dyfCgZ=Ph@z(|ZjTC+KXeq)
z`tm%iq4HHEd}ym4*)n<3Zj!0;#?f-9wsLyQ8QF7oYw6EuuI;4PB!%tD0sThFxhITN
z_SR`PjYD&frs=vlOhTHGsY}ri)ieUFJs9ONG=9>OP-Ptft8q3xlZ>LHOrLaGv4-9A
zVX!JOA0XIi>K#uz&GVGp9o&nf$hJwrl0!WIn5aF*z3+FCH#YcrvWuL#qi`U%==&?q
z*V-WecD!6Tn8>|_3AB;&|LZERMAj@O19@M^z%Hyiign)oIl;z#G?qD7>)?yj_?Uit
zY*JNO3G(s)wtR2@MmvApjg76UJe<`p8P>z)oSYquWAa{#ced0+tJAwAymH=QC4X{F
zO^uE@s+DZY%{?F7H}Da8pRs+-DG3Fsuuw--i(g>S4!l1EfjpraLT(H<6@2?<6++dV
z_TdiF2Bsx#2{H|;swo8pE5Oe+&#x4?0U(-RT`je@_iL=7R*|Pl&cb$ln-4K*b1+2v
z7L+bn*gD_x^iflaWRn`J%-7>hvR=8LYB)b<1QOiW99PsHn`(jvtSdzTNe>olE0XJ@
zzsM|U((G=i)!3Q3cvgQ0nGb~jACrXw!E(OS(i-1g@H1v|nk&dCuu1X+nnL5xyF@H=
z5w-eDz9;f{Uew<fgk+#{0-w3(DDsZQ3g}$n(;|rc29Kx(!QFhQ(!rmC_a%aoOIEjz
z-CdTQRXua4v{X^txR{A)xzZ*@CMM>Bxv{dkvfU&K24m6Omvvl@E|t$dS{}$31u3#Z
z+cYI2qIsrfYVG$op4#)<tExn2cJX)P_l}GdbQHiqXpjjqln_O~JJ+wDZ(vvqk|$tk
zAz?`f`JaK$DefS#NjWUIx#6G2XZE{7-$GYB1WKd}d5x2nn{MIri~<-~b-t3H2;W&5
zo3nVek$R!cWd5t}*YadgcGPR!G_U<aC(0pZaS%*rW@T0L{(rpgHF?v39QmgbzkXRC
zFJ-1V?mV&0FDTFhLXI5I{q@|tG|3(9QfC+6EkX1Ol1EHT7FBj)VEz`Wiki85E0&dZ
zhQ(xL)w)yP|NK-wSQlUJs}%*Iv)Rw^b#OD}=7kK~QSABnbZxCB(~4?Qxn3I?$G6%^
zued_RX;!VwZejg&AkI{glY27esGbYj>wIz|ow8gB=K6?NGhSRHa-<m6a2RvE%hdbc
zbTt#*6C8{0@1Iy~k;U+D!*{X_Yet(+hq3k+&px~XGwAsJd%*L+J8QHi#Q-MXVPT8v
z8AhFueV!H%VO&wHcJL!_{BirhZzcD7?P;%i322GV_j+<I%x#prQ`^Wmvywpglk@C)
zy`~p$!t(O*#YOHjRaM7=k`i@e)f6V?6{t3Z*VZOHtN2FPYBG!Cy2_^#U2I^O>2+|{
z0UvbTfyR0<-FjjsHa1Ta89RP^#~JkNaPa%FwX0c;SuYs`Y<{Jlr9xrWbV`}O(}?e_
zgR+61kqm_XnZ%B;MnUVrq~b-x`eP!Zx%klc{I2^|;$+^(dgIm?uBzEiWIyel*bCiD
zEh{g)&Ug%r5@3!Ud=&J?fR=GK;fGw|)>XV0sUq<~jz$v3V?TFca#s`3$k`%A{mwz&
z{SMupnH?Q4DQ%M~2F7;vFiP>|smXMZ3W_0IEcnbW2`q-mey)HT+-Jm3OY1tWTM7~=
zJUnudSs*nG_H#jXiRLf4;;~f=6+^=yvIp8#t`7etCTXdvPZuR7(hUyr<k!{dJ^5v=
zUGY*okTpB|=;A_QYN+&N7nuc=0t3a`5#)Db{V-Lb0ZQ=K{AQ{ECBna4my~1TZ2OS2
zPQ$&Dcs$AMwZ)SfnI~zdvNGP2d0Y~Z=St1*!l8`LDc^Uh@zPVwr#NvOwVB@5=UYB(
zb><Am8p+7Wke{q0GKXk3Wcgml=TYvny51ba?8kfrZP4mSUC}mK;i*F8%cHI7Vt5pl
zlT83CR5}&QJm4KFC@+^UR8ubmK8sa73ZxBH)eoAp{lUM0?0M6#BM^RebdM_~myL6Q
z^j_w-Z{(1#%43iOYAPU0P?~N^iH?fOJ{7D7@^K=<xx7kl{n61O-2w(8T(SW<pw-I+
z5dbvVl&yMy$9CFV<`-wjNujYSUOJlT^$T7_IkCKFu0Ta(lgkP6Y1C;fI_YNztBVf$
z;;Jcb@F&t%)Ge)%8^ax{{R~na-4!dr{my*J434fBC*aQ6|8;A9FYN46A(vu=DdUwD
zm7L6?3;*K_TRd<_QaL~AnW)uY9@3V7O`J;Iq*X3)AiR|yi0$BbM0IE2&Tn}jq5qod
zZC%ECG5bvTpo+^81LtHeN`K(hbP>2EDL+o{Ftg4%GmD6AbX3#A(o)@ouHrw4fNK9&
zYGnTD6SZViiSTo1pDiYz<dxJOW3JVj>i3tiEH-v~4>hMAJ->e9)QcNORlJ^pEhp)R
z{-oGit3F+#(LKhhrnI<GS5tE<;b=LCP0iw0qMRM+gZ%kacal7X4JBPC<k#c5S$$bV
zSwngGJpkd2F4ENF(~9ekO`ZlaL_r(=e@9|8tlPP}L}P0CO_dGes4ink8q!6l`n?6o
zPM*b4wyNo$O?9?o?MzHRIViAidTt`wVDM&i;e%pb{Y<?{a=Y5~KmOB1adr`YR*{y<
zndiH?^s@9)WPlm@_`4IZ{<_yMu@SW<$07}QHyWCG4w(MIltW^ZZl%P*<Us_I|Hqd}
zo5uaGN-4*~h~54UX(9Vge%*8b>x|z;*_w`0<oPX3(@xaR)ry6MO~TRd1rjyfqXSA5
zfCH}Z7d{Gqq4kA>l7|pJ^4zgHy2-b*Ng(wXJ-#-?ym9uapVeKK*}HIPB4HNZu6e@9
z26FmjET8ggRR@zE3^WF9WLKyak7hL)M;rLSmDHyVP!T2ORpkeDh};+ZXh@OwuDLO9
ze}5p=?Nj4qaomD;X_>dDN^|jaQ7xCkFmT9)4dfl{hiNs!8YP)`C|8{?ViOFc3F0w*
zq>fyjsvzwkfXbC9{D&64@LRx{YOQADPTgikE(l~zVDdT*&{DXKW@_ncW+F^e(y`^I
zC2L1Da}2-w>3N;FQ#gN@_c|zLDK*KtPaR@pye+u|9x2K>tKbc-FPe|Mu(>*sfW2cc
zt-{K=cc`*Spdg0F#!i~!#%$VhPvfnnGELK0@1BV|?)|bbH&-^dOPw}cexMbd7MIeZ
zf+lNeYkFB<M6J0+|LpRKqLJJd1Fv~_YL>T|Q-@QWlOI7cdZq788kJg*LgoYBdb&T*
z^4>U#zK=g)xpDrfH}eCAAl;}iG06N$0jBKh+eqtLoeGwicCN7IQX0}uha~#$Ezd1S
zxxz*h<TsOw{OXcX6e0aT<$Kkz{rEQp#pZokmU_LQMic0lMu^$;b4T&K^QMGk;KOqS
zD$AQ9v$tl}_6}l^RQ(E@_03hqLir|&<@N#J;3cA^a@?aHF*>I)M&zNly=we9Z60YH
zIWs5*VmSbzGWdo6e(tE$<#LYU__-<7Ng&M1S+RBLhewB>mDfpoCvGQGdLCI$!sj^>
zosf444e(=sl}La}QzGI+Z?yAqx3~^BLV9-9L)jSmnP$<*_3TKa;Xa6w1rPlfouZ+Q
zKi!z{RMAN;6j=9|2Fh3_zCp{sMZ-J}zi%aa{9%~n{Bs}lb25VwNA}3rKIy$JiHq&h
zRWQxlZr-aD+{t5EZ|r^TtaS0|lsH-U+Sh$|+k*)z7TeD|k7_0OM^BA$xNSboW;|)e
zNTj7Bu0UWMk9s!ReAUYp9sW3YLTsh~h?~3m@npF<G|_W^6y1a7qX2Fr`3zO#DTtiK
z$O~BW_1jhV_6%eI$<K>vR^7tF-y$0IcL1ip7dbJG9lP>1A@`=B$=c00Hz#K4R~bEU
z!W#`T1W;t#K?q7;yiZQ8@eWSj#!hXiF5RZJ%o9;&sW@^=c}|fl#$pn7+Z0E?w6xSS
zb^7F(0&9=#YZKm{CpNE11|iV`-Dx5;G=u+8sR%S5ePueTV&^H{l8bZa7$iev7C6)v
zns#G;H!U-UkdMg#4MfUwoQ&%9ay9YyPdk3yK0QDTSr;jm+Js_cWBsmZzz=*8efv@4
zhf*blhSIwmJ02mkn!H<t>nt3-3oqZjo$7yyfYLHPum6=!9YVzwi>u1;{ik6|zXg62
z6vfqM8%`a&)ULa4JEYjp{dPMJ<%)^;>PGxAgk)MHBPw(X)EYHgzs>i5FU^rUALtT&
z!=TCvuZWF!Bj0(Hej>pNniDnU)lT>E+1_5Q+X*eJTissV{n={D%+{USv*KNERczxr
z<GJ>9A|GLrQqqw8U5_e%<4nQ3uXa`*&u!v3P|I;eC*0>n`cBQ<tIBJ?UVXEoC?hKJ
znA5x;FueV&EEzXfj9;_(R6upQ=gMg@paODG2~q&)aXLN6FXwJY4j>Z0U28I*<ECrZ
zUzm8(r(S2deY@@y@0QZXXI(L+lSMWu*v8!*IBr(jmhLYR2{X2usV-a`t&-)xnC_YD
zb<fAbq-n|+!Z11s%%?O$9xU+_Y<N1zBn1Z9-}Aa`X;}6Zl{iPEe(b*5D+z9dOV_Mv
zEG(o84jgv`;T-%zIStugs*W5Bk}%IjpZx3eWaem?WM$6K-ydG|<hI%>mZ`}dZ<)!%
z#PshK(RY#eo|gT!9nE`N@g5c>^=X(fddD*+#z563VD4;x4|c<C^3mDT#_oVQ&x&sw
z+Sa;JSlf)3P^LW)6?dXxj+*DL<=j?p{M0R?pWb+|PO`J5@49j8?BwWTc_QkdC);$5
zYG(`Gmdd;KdEDv4%IT_oj9-z2%v1Az|39UBMjwrmUnAaY;|C0O-$U{|Y79kY$M6nw
z7ks83H@lQ?L>T@n<BKKb`eC+Uy#r97Sl5qJr%|o5^$z+<1G$*ghBIf_dQUpXg9n?7
zi!m|F!}Thpq+fG=MnSw1K*NTf?=vD(O`BVkRaNz?yfX(v5SXD?`$JR%WDF98tt-!Y
zw`eE5r;&;wRkb;aT<1^q?PZ+hgrB9zY#T=3!(2~LCqWMM)_;Jn)`jpak5)1K4)FPj
z!PE%k<Obz9ik~m@@IFLWXB^s_adR^~2#E-trgiW6JM7;%@c<Err2e@UTk}cd`T1fi
zw}DwHe-_3y?Jr++2-skcvkZrAiWIwTLJw~~e-+K<fj#dSuwNCl;4#GqnSahdOZ@or
zX!c;x56^pOd;Y;U*v7cACC~acVsPDQC4baZ>7(ymnb^|d&(9`}D{kn+q#}n(obzv?
zXh*bgm4CbR#cFi|{c=W7+EAv0cWGBwi}yi}Vg6%hGmq~AV6R<j0qV666ht($LmM!%
zal#A_7{@&}wD^Ux92&x~QCUi{TDpv#)xscnM_K(l4-Zg1_W@^#81dpI;fAr#=`Vx7
zwzZ%Br^?VoUWziEcoCY*ziJ0G{4x*_q}csfuY*d9d*9zW76hZnQlC0`HmvhDFWdCP
zmb%St6{RiK=69U(4Ei))AcAeuZjx6n<$pBiz*M-Rs%7=-5y|t#!tlSPS@)JerQ^G8
zo}yAWhySEmv}PdBgii)y(oOHxNoN<G`IP-FcZtRWy(gXa5f6BI8{<u+mnfd|8u8sw
z;(eI4YQt-b#fT9Zo@#YZi8|ex{oRxt+Jo_O9plmE#*jMh`7^^u+PslPoLt?}8;f-d
zeP+Lt9oFwYFE?2~5`reiPEVryMV87cUtL#s*uOgDNz9zR)WO9ZteN$D*G<~kmde_U
zXN7U|-DYXOQ_-{O5N?cj{m_l$X8Omba#>>KAV%vNS(E|vERgv2JkefUc`)sw<$ST_
zCZ$wk{i^0{-?*LjY}%O>d(3&vy&PZc>kns2H<P6E*|93FvD{Mc7gD!-^`tSp7Xxmy
z$p+jOlq&`bITS;9?TQOUV>hjRDh1p6eoyFd#spVfTA{g4`C=!5tI|L*6lum~Fut3D
z_r#w&DWjt|l*>y%{Qk5(Ot+u}`O4g`4#|LdjdwidR%sYp!(+NBx3>?(<68#%h6=kX
zT~NxWF7zu5Idd10s*%N9+N53MvBxrb5w&7e1?rj-%K~z$x=j2!;h|jT$A{L@#tkcL
za<|}piGN8q7U6Y*R5#Jzl;38PobsAmjIz#TA>dz5a)<9T0@)n2F7ek3uZr@hKkx0{
zK@N?l^)@PaeQKUO;}~2w!~Xd^SmZu4LYCY7X6n|`2P|EusdCZ{(?8l|lJRo+#zo{@
zUXeJb>VxM_zu2U?E?LADa&{C=gVr@R%ci!RO3%0AZ3|OoCRvn@r1UzxzBW0Ya|4?b
zCl?#1BH_h<qoh>=0|R4)eiL(~8<y!r1d((}_hwfNTY|r)E4H;spqdrDz7v1dKf$CZ
zy)Ea##mcimZYQK~nx6M(d>SeJqwR#cSp*xP{bX0GLI$;*|DKX=@Uin}jKpKIJ-#;6
zz4Q%oR=#0Umx@5N*JH`@ap#+x^=@a4XLV~qE2_zH+vz7pM&B)azp*rKEeNOBZ+Bs1
z(#cg?^&T>^_NOe{SI){hHEf-52>sZhbhoK*I?ApvZP3>?ZB~jjXbi_};_WRLpUwRu
z>s-(YzV+zVj}64`{fi;%2P*ak!6>=o!oP4UJ~rh<Yp+<p=~GZQ%dn70om<Dekxdhl
z@a)9<RE|DH<53~c=P3&jRZ`<}Yl2DP$?Yzy{njqru#rLVJT<q|;DfbgQWY(%?D*Fl
zs-*Kjt+{G9;2UD3bnL77HvOj=@GAqldu2fE*?;cVdwCqJ6j-kJvRxe9GtT-!;h46x
z^j6n?%U)=6#zfcsmjzW8M$Z1JrF-Rh<@<`UnnKf8`LcoN&pW2h)|i-4QgIB}Ka*+k
zww_SRv~2cB8)9MZv2AihR$_4&mV7Y)%(RpLs#7ir!L|OKIcx#=pHUf;DqGWTAEihQ
zi5r--+Ds3sG6aWF(Awd9)_uqp(Ka7eH$C)R9A;yDBq)0@;Z^n5fX37VC#Wr>ummQ7
zCtRsHtm|GxqI9jlUxYoQR}oPZ^yKV1O-HBn_FE>j^P<|poT6QffAjvg^WUU;Ip*4&
zZur9|Z!quur~Nxc^`S}Ejm5Z?+C`_1Kd-fLx<)s*<#pdKWN2=PpezQD4p_|Uo!m!{
zzM({PGw5I$E(aNzl~b*Ew$Xi_-nPTF*P>9W?lLklEn`@w0dJ@6+#4~}c5EX;xKL+5
z4Jd489M9SCSgPL28554O-Ymjp+vsC!a&Ip>pt?_{`rIS>7Qt7Hq&0b3x+$ilwco8a
z3bGB39iE|1(`B>r)f*Axp$!*CC#}i4s>NFTBK@f4qP*gheef6UYj<-cr-x-86z-<5
zC1)PJH>VUjrzK$<M%Xr}$LUrpsTH<mBKBiwI@t_s<W%6K^=m)Z`X_I8FPGuATU0R#
z+w5l(Yj1r1YhWV6aeE<z?K^pK7U$p^0g+Y?Y+7X)AsdUm;PJT;a<eFLLd$hj;>Krq
zRFn6{rZx|*Zr%CN2@xf6j{C-!AG7c8OO<OqIsSQL-fbDVMk!Lw_DbWnm4cvte$a4S
zH}d}3e>8ysCP$CSLm$a(9=~?~Pc2sYa$)_h9GxB?J3GLOJ~Ur+SkM0aao+otCQ?e}
zx#!`z8mU^Y(ZJU>U*4&<yoIQ7TRWTrDfcdw6UFka6cWAZOb7WVN&Or*{Us6z30fLd
z^%9UAxg8w6<?`&gwZ-bld^?oS+q}9&ZHC~sgGTi=AJah|$CVWkFSW&Fog9&iO{UV=
zH$UF_Ygd`bMNGMuN>~mNx}JG7y}tD1h1{B>#s%hFvKd>cL!rX7-z6Dg7B&jLxHzE<
z4?)Bl-?T+blGBb6yZ_tE_!a0shlb{NRb?*xrpoO?+!;;Tp;qU3$1rKP?+4SQ*UC{x
zxBNEpsI+-q!*kX<?RKJ4*9+rV<P>j;b$mS{ZM;OLTNk!C%b&uEm-Q@<RR0612<?aR
zU~l)e6pIvl9Z-h?*`?sSs{jfUeeai0-Je3dmyzp7y@SGR-(M;zDFy%i`)F{&YUij{
zE*;-+sPMr7a+hGS`-q<v#<3Y*W{=ZJdsNCdT|AVJxcVMf#lU)ef(CpP=$M+UaWdYn
z9#KtBi#N|^VjUc3jS<I2wOQ>Rr_-VRliqHKk)yk?<s`T01me<<o1dRjb<%2a#5Zm!
z8_Zm2jh%r1Y>Sev;Gx_|%gP7;H3|K9x1Otd%7g(0^er9>=cOru62)io<;a&>l?*aG
zJSk+PcJZNq36$mh-be>K3msd%XBF^HkPIa<nP=ptCgkQmVCZgn3|-fOHbr0qgZ}jC
z3CE{0hF!x~T6Z<5NcHrr@p{`?%hVymL9xhAqFX5oGBD!9Iu&E^=%;1Y$D#Msy?4ZF
zLV#Xlp<!<d-E)1G-gQo67xo|GMJI7c+FwpD;Lg_tC?w?rNWEoq5Qk~Q)A>V4`YzA*
z%lDpNDVR$ikm7~};QNS}Sydq+bD}S09hzQm_`#OTT`Xc+CcK9{xmH5RrRY0vmQ768
z7GGAHBi43<v0O`N=S+nBQB;WEpvGNe4`5y=@_R=h<QuCFurUmvz1Zy2cHfJ#)dQsm
z&;;>N^$;y9z|x7R5Lx$I#?Q}piG}t$?tm||qq1t+|K<laUJa9oh^C{XE)&D%bTXz6
zo=~Hly58q+hKQihzhLb~z)`}(`S+E<^GZ|+gW$&-5s<mMO!kE9{`qrygzh3^X_^Lo
znZa?stma9(Vto>WA3BbMOq0$Rbp0IoS-h$PmV4WRKr|sqr-jw7&rbV8q+zSuBE`+)
zpIHW*W}_bZGcQGo!zWJg<k-e@e>`l(+Xg0<*0kUf_Jm~CTBg&X(ohn}r7)kzxNE8C
z#m>jc_<v>bev*1<S@Npl&%7?|A{de}f?u2LCe09!u~~QSdsiG_jm<pYuXjCXOBQ1i
z$upZT4z<MJfi^SThL*#`$Vq3*N+;_G0JI+Ai8RW^0jW$Tg8V-D-qP0VsR(7mAAyWf
za#0CZClT*sx5iD&aZPG<Sb3^PqLX6GV3#FrcqnB{%L+Kp3=AKEc20gj+=(2I&o}gX
zhecfLLbVmmV84rWUE4V7&Lr7h1^Oa@>$0BiFS>B<1Z89`VRDr^y(899lU|i)bYsGk
z*6g<Z)o#UFKO&(xN0j~F*K|AiKt$A*M%AJ-N+CbF<v%>o*PH9^1+V&Rc->vIJUH0J
z@c_phK9K(LV@neJ`b7l_{<@!jDdV_HDMHtk9_&YB?cy58+T2n>kOM8%;jM)@2nKJ$
z>Ra>kUP^Pc=&Tm5^;FfI>UI*Ftdv|dvCm+07|IJ7H|cpdcEE8k0{l})bC_8*fbhug
zyKHW)tfPJ)|GD+ax=Bo&@zoK4?V<)1b^8qO;RWYW^8td4`t{`5Pj|PqNsF`Xq&NoV
zCsT0pFxW+d{n?Cv_evKRNn)rU8bG5ey8Y>Wf8jtULTyzofTx!xZ%)gxHPpJFV9}h9
z#lw;^r_ZZCuo9mQ)TGe(H}9eH{SCi|1hU?}n~AqTKU4xX*>s$V3p*MyI6LxJZ#O85
z51q3^BJGx!$-?`Qk%MF&VR%hD`#INP=5l3-Fadt<<t@W+BEf7q<eDl8d0#l=#&arg
zO$0Xw)I5(f5tp?DXe}}*Mr5;Ys_6~wcMyA;{2d*3URjr%>OZi3s*WA#=f2&R$n)N9
zqmhilS*Hw`)ax*tyq-8=*8=bo3ugwwWTKxOLWBm_f+qhA_}0nC5axiYP%w=anZqDR
zJq%WCAD8iAsuB(;rumPiZvK{nrLr*yU}r7=YXTsaMDL5Nf^ZcmTfq3NST815+^DBr
zz{X0~$BcOIozZX)rsr8NZJOEu3R$7m(L>3Az)^hsAqJlclwr;s@Tv~29G6a%7Iy2G
z*iOK69(`*CeH8*u8;p3k;gG6sf9!`vv4C9@*lPG7^w1O7S1~3F<UL>fW6A_a)^=XO
z9dVQb=F&+AhW_owd(A1IE8~2&C#O2>xRgqzTYNaulT=js_D!tQI;gS~*8~NVXhQoF
zPM$k5rqGKb;$2q!13CH`i)2lK-Uo{uAT=^FN>vH1WR$;Y_=s{1XzY2ljq3X6fBNeV
zyX+^ox0GcO91FpY*t;Ff?hI|Oe|(T!U9QGuViuZ$6Jmsq%EO;(<-eEW@SV*kVcLtR
z0CgykhiU1&l9Zr{rMer|2wzOn!^cU6R|<AwlR^y#$`HiMXL61}tc@mgF-BP|Vx2x5
zY8xRA0EwP}FdA2?mt8I^ze5@7G;Ih*g$WJ64LDNJHrZNfoX(o{8$K=le0z3=7-o7T
z*ad$)`|Vp17IuZ1%SZ`BtadAo;L*1`XG`9!n`2u9e>0701R9+@(3;d8Kk1Gp+zt!~
zWrxHaXg+Zqm*J7maIH=b0ou7?x380~^NOdIw|zp>-cbeP_h5&KF@wevJy0QqNe!(U
zg(Cwk<B!5c5GXacfk*D;-kR#CFVO^zc_2HWnkl~QhSm@Y9PGG0)pSuD@A}|IlV?Jo
z@?TlRmVjxI_9ypsPX$nUH4T>VBY>d;H%wW#k6nvSA6@tRvH4MVu!=&focgM5pKuEb
zkn7FE>x`<lb8kJ@R@ev^-uopvAi`e+AtWr0C<aC;bw@`~iH}MBKyNC0XXxk?A;FIg
z4r&d-BaduWSpAifTlky)E;P!9f*M<mfGtI^vwxgASQZPP>*Fm~45#HKl?Xi}rjwUt
zeE3kSu~7{ALc1d$Ky*t)wRkqoAtsioCvppI+GTeXOV@r~2?g&DF;Tkd&4Q_>hi%G%
z&oJ%zQ;xSLZS%?obHGs*0=a5QEKKMOI6JVcve8XIGHg1afar<In3yd5ox<<yE%o~<
zHTeu8?=NzJ4f)`IyPEi5zd#n~8imObQq1eQ%Y0zz^(Jxscmtd9dsmB{Wl+^t%5`X*
z4V%Z5DGmj;9m@ZK@WAg|8l{H<pI+4vYJUn}#Wi~KdcusLRZ5Gg-k3)Ah5KgOac}Wr
zAp=_*JlRKCEjC@qT}uw(lV-WLqzqz$j7*Q60b*rZpB6rT?t<%%DFFJnq8bAVU+s8x
z;77O^Z$A9G{&u-qzd7q}z1YE&UC8BT$9hQ|BtFDmNPZ{x+qe5~g93!kC!BQM)|Jvy
zx^0|~=LFfB4qbsWIGNL7H`NyZ?}I;umV;F~lHnl@8=EGcV6C{iml5bS34Jq<E1^tj
z`5sU<`{^4N%IP0}Rj&K<SM~TOGDr?_+XXtgJ>8?!ihhDF1YXO7At&(JK}%W0=9enV
zpvOeu$Y2v#Ocp<$AffEbj#KK{%%(a&R~0%O2U0KS6*Gnn^Uyi#1Lg$o3-=rE+)zP^
zG#_Mn!B>t54Fu=D%m(guds70B=~Yltrmcy*Eu8X$kn*>(*=F*WFAQx6$->$;(0}o#
z%k1PCZ10OJmgzM}#D{Nx$PB%}M;#h^3~<RcUR!>8V_y`!FSe>K;UJ?Kc?GAwb~P{X
zAR>D|0lVS#l`}2X!E9u`f9K($uH!sM-NpGYP;C+{BD7gz^W{_nWqtQiAs84lG~`!c
zS%#<G(n57(OE)~t8x`o)-uaD;yu`%`h8|pHryL@$qr2MgAOXM%rPH<)t(&_cs5pL@
zURNy^u+=Lq6TpLV4d|!hkaoJI(8{w_`Xy+)h7lGwo!_@;>+Uxn*}%fdq|++9*mBoN
zwW^?!Ul#;-xr-rzSf*Myf*l5BW`hOStjAPLVbVP(&CQLO-4ky?`$T97u9{r76at75
z4NT}+3$Po3W;aDP>xtYGZ+nVPTG!FYw$ZU#kZr&@Opr_~?unt&T;JKD`!1ee<2|yt
zDE_v7e|hlu#B(Dl^zOj%Es22<tNx5WSxA0{hISt%%mM3x7tFxQ+Xu&at!8s^R#>;*
zc|f7VYOd-^3F3>N+s3tHYQ1K#o2Om3VnVbuQ&+$nen@r>3C!*6Jo-XJlwFWr6_>A}
z2j9p{g71klqk3n){+CCk>lqj-6cO2PnmYd^q2D-58Y{D11~Q{>-^q<HS6P^+MmW%a
z2m4~m?(5OKn~4|@&Od8M!jV*^YrU>3#8-zgH40Op$<9n)EI#C^92pqp`lLQx%u7K(
z2k4)|s%*eZ97g!_S@jc<9C{%iw>Nr37KbU}2yXlhibb~PGRYz^rMsJ(v{w|EqXsQN
zUrn$CKF?5kD>VLZLJC$xw*<&yBJXEL`l+OpyQMyQq`}!f?DCMn5Rgs<mawYVdUX*y
z^z<(}hd|h|*#L|M*l~XTD6r$6qw&ln$FuB0)c$y_@dZWDu`8RK>-R6^wE}cd(WjB$
zU2<+yU-to~a%SI{demytpC26b5mQ+bu_i2_FJaQ4rR4^C1I$!7d=qKhTK7t+%o!Ou
zQjRhl?0IgEK4rJ3TDbd@MtirmJJkZbbVPNqAi3y88$$eQmDuSnQx=%~ga$K?s@Iiv
zK61}-r+hCxJicfwzmYJeJ-E;h9xb#FMP#-KWjncah=R<*X%GcY$ivEB*fzCsdZzAn
ziZo|;PrH<(4Dl50ADbE1(ZN||ssI|Muv-}oq*wp;nqPcO+8LfmUbtU^Zn!A<wnFO(
z6RW%`bi^<`O9$~gID?7i=#o%~3J;~Qo#DxJ^8fbju;O~lYILlL*@hln+q*iF>5)P%
zc_yC3heEV!DU;C#GeYWmUcr=J@E~9jf7HFbWYSI!rLHh0fuI1?YNEyR<}FDgst3lf
zn?7hUaY<PV3zYpFuScS~)t4jpWI{|nh6D`E^yKy8VA>R_&0F^8!1_6^>0PvZ+#iIS
zwMFWnw!-1<E68dBruCT}yb$eLd_R(t0{teS2+YhzN-Cp4Pc0*7eo*a$U!lRGRnD&+
zBakR7dE3lcWV1xrZjbEhh`Vay)nH;~reaqX0fvkD`p?}r01g1RB9`iEp8H$7rU#BA
zrSyVdA@gfJM7&YD8i6%M?*tn>rse?I6-5HNi$Svs+Z+}If1;JzDFohb5D|dzcYW8M
zhQp*S9U|URPhm$TH9vHAt+cG!Q%+1y&n7Z4(F!VOgE%Vy7I-PdBIn++S7A=6Ha(Uc
zXMP}uz|;UCm8!bVXIWxwWh@ATk>7LamWKik%=`a|Wd?=?aZ(scfH%beEck|mAp7I@
z@7nYYXJ(po<K61l@<ll(OUsa@=6TF4vZ`{{K$_3~2{4X#@4oTcaepk#s^odr3Xa*I
z#d^AVa!Jcz+r7lI&Fdi|DFUYfc#BWk6_rp}G}Pl>V?#|OhEI0w$i1BUGVleX_d#5g
z>5`=A+Q5E1t4#>7u-O1w+Gp#5fI<2r2^tCCeXHkXSt_q7pb&BQ4XSU!CKqZWzY|n=
zqQG4}(f1-soK7pyyr7#N);(g~ue)q|dKR{SpT2&>=tRD<VL;``#6CH5jcd?w^T)6Y
zoqm4;OFhr1XYS6CY_|yS76X1K$9wVog5qpKf<Qet!_wcvj-VC6Eo0-ydHFF)I1QHP
zr|`Au>4&*d^K~YF74RBz!}M!^pdf@7!vq{m6tr)(9$06m`1AQui^dyc4_9Nl&RJPC
zmxN{h*=`<9bCbHoROC6=(}Rcu3V}r^&(NM9@S9__DT>0hoF&yQSvleNunTXPX@Md6
z(a|A}q`-pgZ;?@NZEtmrmaO<!5dA(7tsyRc+^wvxiQKZV0YUGEz}7ogH}_eu6b~iP
ze*^uEjPZYg*h(?c_kk218k5LBe8a=fZ?Stii~Ybb&D~z>M+746WBc}39W0U54x!;$
zSyOL)uaI1K*8c3M_TM5+ErghV|7Hvf^I5@edaOp6RwMfy;u1pb;wQRZRDr~t$4sA0
z>`DMV=q_@X-OKAB>3AZ9{wnlTIO-m^hTh$RO_vz`2RWOR*uc??K~AvvVLU=SD)Wpl
zVcC*@@Oxsd*V=V!rQpY!EX4hHXAEtdYV`R$R{=MCCn_Z&?+39o$7YkCAK~DzbLYJM
z*3Je)^@fd_gjPd&9|7nm0bVeZdle5RzH)tt7%1oV<@BYCmUTYLqS<iIYL8Wbjd>~G
z{?6HTKer!{O&)pREEhjw#KPVwMMsR1ZdsTp;dmI$cX(J&j(v(@-jS2svJ`1Pk@H-M
zb+|%4h|`r(=;%OuM#~{Aea9d0yJ@#8jm-sV2Pij;7PcMZ*P4{q_`Js9u}9mcWn~d$
zWaS`OrE=ZOx32r^H=kqZ@iKmp$zKTWmHV}5r&~M2lvgD&^v^KBw2Ti~m1;Euu1wkx
zMPASFY}qL;Q{CsFn9cj4FdLsYz!`<4lAQ9kN(-p|1$v34;7q|Qjs0?xYzt<)b}eV|
z^k?%ayCV=u>z-lB#9UFO2{mzdcCrB#QB}PUgokZ#!o!xFKsV2|g??~W2WwSxt508i
z-N`XLtg1iX{Lpkh3L-9Oikl9oUF9NYWt9ccO^zY?plobzf}ElO?>Id(ch{VYgR2hL
z*+f4A&|V1>wk7(r2_AB}Cyoj2o{dLmqzphdHZU|K$w-G`H9nd(A7p>(bkz9nkYR5R
zk6D<t1GJy@$;eQl;O|NQ`<J_4@$~oknEZQxZPj?h#^oX_U!}kG2uSbdMBI%PL}%wq
z0N=@C9aOjpZ}#+$!;fx&@HbxNjZL`)8E6J3`ti%mseSCL#P7P^F1i;-8@Z@RlN#;n
z@KHTKw(&;urQu?JwzhT#+)bwrYaA#z9*n#J!eQA01~&03TwUP7UL?DG6SVeN^g-VD
z$^{@c(<yg>gyR`h?9tMTN^{Ss!VS>6RJF8{$HtC9y;)piMXeg5lnHoH>G!qm1;)Uf
z9<y{6WM!E-I^6-BsJhoaf^YY|LNeG!;5j~McdzKr8I!xk@uEf*llj2gionNRW@{9x
ztTPO|_xTOS>FYcT93Fk9rEkm2H3esf%V=x2)y@e?oeWn0?oS6IFxYp=^<Dv~Cx|<`
z&TF7U+2Q-dV^)Cc%oNRYP*K4(4Ad#EH~$tUC)t8Sp(#sRZ(aVVLuFjhH5sWR`Bqv!
zR8gTj9C?595g?v^5GMt0E6YkID5<$M!0O`1(5Ij71ao?>W8*0Y9>r0eEf9I`<y;vG
zCiNBbP#76yFkm>_wkrDUE5<p)WpH>(e%qw9sZn7?KG_!bqY_Z!{de)78yM2e+dt*u
z=e7V1&jt3Y8DLC0J6Ou7o)Gw=SNj-(H#{|CvWOP$8(I%P+{42sryPBi9yH9xLt&_u
zk=e?_Z3X&~Jv5p`8oSNM2;~^wKbW0v%wh9BzDlKG+`l^7ndrF`LqP2zyR)GTi{d+U
zzs{b|y5OwpkPhRcFxHX|>Qhzi2fcZo|EyghS$R(aB>8X7^8`iyX#oaKv{$0zQnDtB
zUZ6n3|Mg^MMLB?19tH%|P_ldvW<vzW7^7jNF6vDdI}C$HbcSOKB-#1PqM(@$=EH=9
z+ZN_)JQS^YY3F|&J&{qls9Y&E+CQ5*s+B6RTm=;>&#XYImRIWL*Y-beLCqzb>-Lef
zuFKH9evX`CE4{k?Ra=m}eP{xXB2{(&g?Ab1Qzd;J+k)AT+fex7e;<i0&8bo)!ma<^
z_u%t8rKNyiERY`1>lx=`k&>4E$eV0*OiY+-xq<Fg`nBdazo)OBmt!gD;tu7iR+^iN
zyU)k3yb|WCE0>^Z^deqDk^;gvZ)sYcfWN+>(DW)l=r<!DfDajuT8(SCYB8G}PjBy3
z+Rb|Pb9k%=EHXQS9Clzxz-7e@nyAlTYp7)=TElOPvY&t6GO+~fd3{PWGtVfKdZKI{
zbti3^Gj3KE-avC;=q9@v7>qUi^P^Zq1UU0s{!8_Ajq~zG#N-%uX}ow5f74%*h=Aw~
z4D0y|KoWp~J>1*K2f5Sp?Vc02%^JR|1@XCBW5=DqzRKom<?Nk4Imxfwaw@C|1#dZ{
ztSf|mTU9*de@yqn(#$McNfzIHWl8<HN2Ni=^-_)UFWk!Y2UX_t5NyPMu2#y_bCP7?
z2zZ}<MUTIi0QG3;b|B{BBGfIzXB0c6=JNJVb_=izfrkMoMiedRBaX8E#b>a~J|R*I
zd*&C}xF`(OVq=U8?QH?>#N;qdR?LahAGHLnHMpxsDy>bUhSHjVKn_|c^sB15Qtfhf
znV5RlE&P_%wjVFd;NRcCZVE1C^A*C!ZqtG#>4+?6Q3YZS$UMwlLz$RC&#uh?s?%-S
zvx7x&DFFn;MDbCD{VglRF(wwn0EDB(H-eyst_>ri?uQM4_BU3`86W^=Q3hHg;e%u;
zAr%#ElJ!qGVX2#~WlH2d0~NJMu;$Qgsjs5z;rH(~=k4p};C0|g#{cx~dZnOmfY9zP
zuddx!`+kmv?*<V%tdN<>3skAtHq>^*aZ2rKb?VNBOP31yQf#iC_6$Y0DX{2-=TDx*
z6BB%du&)=n_fwFRojfo@BrNae3*W-$pPGV;0*?zenS95Bab7_V2({kD_bcdsiqoGm
zgnbyEIQV|6ZnKCMvh&NJPc$5p@A66zOrEW>h~)?1WNlpx)z{5(<{dQK@?+^&WWNqb
zR%zLWy%|J6wOn<#RVY`=iXoi<rQh&oI4G`nX(=gCd&2rFvdw^l!dO0(v3n4lr%xE<
zL0`LvkLd*ze?6;%tJ_Y0h6D$chkLj=neQrn@lOSyGwo{#U@2!zZ{Bp>Mo;AeAPjcR
z=e9<%@7bdnt71*fPY1$zU{`-oeEro*lcjGH6G#Ov&$)TYYwpO$Qd*5H`bpKmo_+B_
z`;&sPG1h(#!FBg$7e)P}F66@#TVwCL1O#s`MWZu{V6(P#k5I_BZDC*t8i6##l37#Q
zb5)Uz%^l0@4>h!cf<lr#kNQob3JSBGr(;q*)pn96Q*r%oA9WJO=GzC$1wGr8dCeH|
zX~w>`(pWMxmhCr~F(?}SJ2*B48WBG4X{V1_S_>J>F?1Pl*Pd)cRxyLTN7ZZmC1t2-
zxepCgTz{CpxycTk{)>!9M~+kl5XsfLBzlrL68|z}47iZ{5phvjXE8j9Bs@%x@Rw_A
z>tTj*`%d}AYn$URSXM-9C%5{Glp=vgVO+ZmGjg*stmmL#?Tls;Gg+mHIKbtU1f--n
z5sLngXbvCTX>$0swX?gnAzWx#0&YqPlnf4r!B0x{d-c8CLXZsM1Jm6}5XpqE;}U~|
zcG|W1(yZwv*2Y`F?9#M+{u2MP|1P`lCnjb`C$BFfoSL=Sjk+r*v%6vA%6kc^2aE7A
zqv3FWN;KIdGpw$|ZiH<v%XN&VTWM1T3f{Xw03>KK`pwFEda_7WW(PC|!<3Q>QI(Wz
z27}z`pKdNu&~;A!Yj8B)M)iGr8p5p4J^+2;VFK_~1{&)(Df`9+iheRoRbd?_ecWWn
z#XUi8ONoiCbILeW42&%|$vQP=irIG+b-DVr71VRZb=ML`J!hn2=rVH6q3PrxG{h;>
zP?;Vnu8ihy`#eW)0^DjrU9~dpd-I%3m#*7|ft7X+xY_p)btK#x#>P)#QYlSg9m%Ux
z!#Myj07U4RlR2XgKG0>su#Y6<E=BtJ*fU(FVy@$nl9Q|ISVe>AI22@Svq8>fI^}a|
zx2}n~`BN2_gjF|%F!jtAUy=izK<TgqWAD?GQuHW;Yt!(+C(-(+;o`@?(x%niO`AV_
zShcU!Dc4|$%=$9&62w#tLQmw8`Rg(!5)FOIv(d3+h;7cEqz#H5b3{yh=pRMqxVhyT
zZ+8UP+MfvI8HRp1@2`9dW8tAN9s=A<(_WPK63H|uHotU|&mjKuFrn%E4Tu-weSPn?
zwe6e{798Kw#GcXzTuJ+o2trBLz203*MmuR>fO~K6>$7f*gK(}}2P@g}u632(!$o0V
zv*KGMMrnPX>K;#dr-}T@0gtPyKFBZ5)Tc-}E3jQ2S_pKja^5d&%+z<P-}!t`&O&<i
z>$a?xMRGak-<VY5+)Ba&Yqi4p&$D>AN62?iWXEY9R3n>(ok0r|N}{`zbh-VGBL}=Q
z*z~EdGW5?DLVQ@;PPfjT9eYRTr4?{j&H285pfU#bfysNhiFfbdFbjvaQ*H*IpWmf@
z`~t)jV&qP_MQ;Q%kzw~{bK(j6`~Iem^!3b~Yv^yV)^Kyb3<+6Zv9|6rn`z?r7!s{&
zil|<H#Yp$)xwJxDU*8?wzJ3rBwAwzXH!@jn@Y_iA#DB=Zv86U@<?OXo%`qFqsyyku
zx}P8FIJXrlNcW!Xf{=<N`|t}x456H@d2%SLvt~|XzvpOejVi?joWx>G-~?nI9!mit
zTdh!h@1$NubvXZe$Yh6Xn7X`E24~;j=m_GCU;a1nNGZz-8!PmmCfo)#IRW^{wLA;e
zBgpaMKi}So8tmz@hW#iS<a1ovbKXa$rs<o)utG(@LL}=~)MoLDRq(sDw||E*bR##M
zxO-dkJTrIkbs24XnPTI{M%?)h(Sfy`-1;`yG~D-Q2)r^fLbYt9q(F0}#zA|J6H~0t
zj_7*?a=AYq{|IE5?Sy7p&>iM<0$=CrwU$k}tz*u(p3jb*Yo`y8@P_Aw>l5A7%rEa4
z26>!T8lN~?Sg)u`4*Te^4yVuN{9xn~(gV4oj^DB>Y7!0QTm&%@l(`?@#=hm8hYsZZ
ze4yHMX_G1p+S|_|114FUm-iMIcbtfVNJC)@MlSEUcGA5RY6~R$SfMkiZpJX^l$g=<
z-6J7Dd*{=1e)kg3`BH<#b<qgFG>4Bm?j7Knl=L@J50%uNmv(%8Tb(Khb?B^J23{?Z
zehhVr)3UeE>XJR!TeV_jUfD#ll9H}>&*t)#{h8Yjam#McuOJ2@m$&dgZ`6Pk#=O^0
zHioS|VY`V!_sqh4MOntOG*R2Vs=h!KNGGeR4mxd|$s6=R2xwn%Z}LWBk=T5~YA{CI
z_ZKcF58o$4WKGS*!3}7VWu4oO-9RJLZaD;!$M_WnuBp}5mOW!U;yIaJKNY+#>Pl*t
z?$4WSZHRjJj|+5FYJ#a^PymEJV_N5Sle?6<4N7NEO}zoMGJwTmH$O<Y#!c(+ldnIQ
zv0nSrc|YXI8}904MfEsj78eN>+x$XZ5Q`+SUTDL5HY01C{uiB#oikHMwQzY{Ogc&V
zpe_3IMC>UJFS0I`A9Ot|j7e@5h?bU*WZG61)*H&oL2}wmWP^Rx+F+u%xT6<)Hm*V6
zT8kl*eP&Z$UU4r5989MZk0BQ&*tHzsPrQ44?9U@;g*UeC4OjW{!5`1F8?C9_L@u4z
zx&Sv%sS5-N0|N&A>cS2{CmJsb9Diige><j-=HxllH+YkaV)DAQLI618pJilb>LbXb
zfWig`Bne~iySJsH$dcy3hh=RF)-5e`@SYlYJi4YQ&?rOc)oWEW6B%LW^2a!1g<~OY
zNnR$P|K~?2fC&tnJsFrjvfTQv@9<T?&E22y!EEhq7eGBQrNou=xgwRPY$3KbRCthY
zKQBFBGO2n1S%ymltT?9iPh>yRp2U=MqAg)!_3^w3J(CEZ=4b+;>0{)mx)YMd^a(FT
zYhg!cxoT~VxJ+j`XtRT<*~FsYeK;!tg(0Qh8Z{RSL}&B4!||bhQgHY#GZ)v_OCGEx
z69jQSY33k7re$9QpzXbslrw3WOe3O#n>Qtlsy-~$$JEzP-iS*iJ3s^kvWbaF&}eao
z1l;QFU4JBFQxYAwm^u*&{xKJsfIJtZY4sEm+&nk;-g1@MJFFPr>t$90yfQT!4o)c3
zSWCGCAOkx(<(2fD`mzq}_>&<^)-|k2)Uq0DsM1pqtk->F-B>=J0*;+>jjW<B3;=MM
z>6sOeYS#@-OlcWFcGy4c=K)}7<Gjw!WaJQ=1r_p4gEF?Nih;fgz}n5=19rOt#{n0|
ze{OotVw<{F&R}+1*i<vp7`k<)Lwv38qs`Q(w|uCF$3=?fUhHhlNWNWKCVQpDlpX)d
z*qQ(T5cL&MU46mUh=O!?Du{G<H%NCk2-4jt(k&<<Dc#+Tv~+iOcjtHT|K9u7QdtYp
z-@S9snc1`Vo^$<NAjP$k99O<J?%0Dr9_&}z(&ydX2e!BqPi(uyg9=>^B_w+#;^E-3
zz{cfY)^Yqh=;R|U#hfxxIK*od{qz_H7<5?u^?3S<*`wqW;7;VX@9V!gWS$KiVdP*a
zs8fITe9sE_hJ^!>O%u76jpUA1Ws63SHEAPY)|#36O`cY$>|jw!fVBN5gc*1Dv~So>
zF6nQ-grc`Bc<l!|1}<ts*RRNuSE3^RP>*3N)L7el+dkg?FJ%`njn%c+)VzzW&qp3N
zzpOMF=yj;$Ho!Kg1P{Hi>^oTkKr<-X|DL%WS1uzbL_*FVUxh9lS8>({VZCQteY#nI
zBID`ss2d5~W?S{}2v}0=?KL!lu(i+5kkYPVQfQ5hDfiXr3okQ_e#&Dkbj9b3hz3$q
zlL|T^E>iVMu@SyyW=V<ZzY!Xcu90)W7wT_Y2}VPMtUbWRGEtFL&9JXPBg2$-CC(ks
zj;qmSWx32N@5-UYjBwuyNHMpp0bR6Y%**y3mQgj(tpN0f@=d9f<4+&HF5q{KZMay-
z21zVs(p&+wkS{hZ^ugBFRqjGHZ1eFg&0_u@pLmKwtDUhIae>~Y+%l%s!n($6Fp=ax
z>Obmi_=_~eJO6+KMe-9kN!9ehT}R3xz2(@&B{~(gMtC|S;_G7<Y=gbMtW|??SbiF^
z%@K_F(|+8|?Zz-VD5xVL>COvX7%90BCE!lp3bLgXiz#XOoPFf;@Y-v$azCeOxi?Q3
zG@$0&sj2{A(uk^ODR_6kO8@NG`96%S?zz~qTC*GT%SSeIm%Q|Hap3YS$lo99zP3<S
zTF#C}ZPcctWMYyIa090*$f?>H6o3HyOiQw~92*F;IhaiIwy%zMxS#vmg9YktVfE8Q
z0C0!+7pX_*A`YwGSy7tUnkwtnADTU$)%1UR`r^u9YIFSG{P+K4aDtyWD}p@RICGZG
z!f@=>6YV1-tH$x9rPo)9e_4NRe0HhN&g*?-<kzF3ar8-z-)`x2bvA2kI{3g^b#u!k
z$5(chAhh@t77t(q5|;2jexpi#u4rsyQgvm4il1L*XgGqBhD2c8PvhP0!s(ro;}(4m
zH&gtiDW=&N3Fee7rb(|~aIXpIfDO4TAfJj(I#%}P<O<;GJ-h}Lt>x_3)hX_ehvuM$
zTR2X<mk14oBW5@Fs3Gb`+1D?lC{nlmJUB99siY}s*+%!sqO>ndF{$I@4t#>1=D=LO
zcv-0?(~~e!yzC{Z*XWkQH1^=(MqUT@#O<S^HrV`a(*MA+;Xb~iB5>#7z>v^!slFd1
zqnt`wzsJYR^1A2KcFiwwruW&PH#FkccBZ7T)uX4d^&vXGcM-<g_^?~;qk8|)^ppiG
z7u;7>6qJ-=YTkSFz=QI$i)3^2Lw*yD);`EcGQ`}`#w)-=8-N!l3uh&*oSd51Ya2Tx
zrMBC20b7fV6j6{<A_X|ixyn)*`j#4TL>XQnKlK?#13RfoLVU*BH)R*IkNl#X8X<5=
zT`}QNyjtn~!+LzvK^P47Oz0D1TVJ~L-ZY=s79KbQ$_o8%GHrPbwlJ*9T%!dPwU6=r
zT_P`U68P`2i{oi|#3pgx<~izrY-oHN`%~mE)lXn<`Wej@R1wrqHaRV&qJpjm4b6k?
zOvl8$m>qu_zqTeUnlPa}4oj~5J*nt!Ya{`~$c00tx^<EF(O9kWYO<;y>>WNjNvXaH
z$ISrhiy)8X(dO2sAxCBDj?qv`2g(xp;6KU~U9Mtat76giPGms+LboQy!QliP&1Q*-
zm8)GYUZVSkZQcA-2&@7X)u+j(cI8-%?EEYW8Op!ta!MY+c+haWEPF9$bSfSu$^5d&
z!lcNb?jV;?h>5dXS`2`=`zz9Z1h{VVOY*hS9&e!jBj#c3UI2L%OU(rZKlk4kyb_0%
zWN&}t4QDJHBsHoae!HF8@qTiuA-7Rl*%KG<OlIb<I*p=iB#TX|M~0N$=_>K|;Q393
zSW8SQS}t%LgPySjNTuA)?1hGEmCi?2D$i|Yz@|h+D?1H%936+hl3-5bex%d4c4@Kn
z#a7-K7W_U;2qCiD+9fd(1r2bi)vkhZSoFP#wvELupI9$-=Je+C*_ZOCc#)e+he}@6
zYb$>KoUnzNW3FqENJ7#9jJ??Q#yRlA+8MdJbAW8&tF|;Np{ilu^IzZo6-gpd0P-C1
z@qO;o&3YkV$Pf^aBB?%p1RjBxmHu)z?N?$m({f63Qc&yPgyfij08n=MSG4%93TG$W
zxtk5AcF?P+9Fawdi46o0P&fblSqD#dzD3A)nq4Lzx)Gw`!vakE;9d%5CX4zO2LZ?Q
zcQdAf8BMu`LW{hJZmd<WQT5br+@t4=yhNuk?fD6D(P^GcS2nV~Z1#xfV14GYyd7>6
z^W6;@;Ob`A2xzsE&(p1d+&nquQrM6q{OmH!4YbUO9=>~*dhH`JUAVIt747c@F>5R!
zm`b{`iX*Wmeb}FOBbS@a0g*8<md#m^cM_#I0OaBp`}y&^O{;iHCK7PG`GA0q4k*eo
z{}~&2UO2d$=({Z<!hX&9lkYj*M4O*03DiFA?sF@<&Ngdp^IbMbdM|yPJaDmLCSx4c
zamLm2#P#9ja*V&NP={O(Xan3jl{1^!ex%sp!gz*4<2bLxZx$sfY~y_({ZjZu{>YaM
z9s9gbsOU2MJLU(Z!<`%jN5#q7U$g<`9&k3C1ROkkc-pUY8Y(7jc*(Kq-yeX~v7+<1
zi9JoUuw~1kvOJTymx!ctXfq98dZcPpDdXIzgo>()xsjdcsM{d9ooyy45eOP>1iqO1
zzrzx$Rz|gO4sLe1E#;mXB}YE`z|sr)^SeGPxqS=vQYA6Xl_!3J0&@#)75VS~9f-K{
z-yS$9J)UTKPzJ8z4@d+%6O26=Kx~n7;K)i$^y`ZEi|6%N7}xLCSSyr9MGcB$0+m1f
zIRPAI_u&;eEt%?}&ZDH<X%sdh5MYodoOb;V5$9?uB_>%3?KzVB24%<2x;Qm`=7hXX
zf8@F!>a?<JI~6_Mt=!+Wlgpj<of^m*t`!H#!~+?F2MoA<>xt_VE9NkakycMo5rv`z
zdw#UxhZOR>3CJwdBgF-K&R%83g2=q(DprI?WY9)Nq%5r*k9q;W9AmL^DcPo4b9;3h
zr_gvG$B-61I{@GPPUOP}k;2;PlZxD!meb5_$0yvds!;a(H(7goNVGbM|2g^oClm<C
z^T@PLkOQMnuL-H>a>7x{px<WeG-mZln)M*L>>5wgUB`%bbhHekV{X#b(Wt+RjU)1=
zr1{y76Tyd{EoxT4HDZwUk_D?BY{Fhv$NUgD;=_fSW+1~Yz)Z7+L!7wTGgcCA+_Rym
zYnOazn*Qk|$NH&L0uH(I?w~25nKX>b;nx-L!bxYh`lyeNqUIRsC%%X!`}DjfbJxho
zm0<4|fE2KIFy4<e&&I(~(0o5%eJs%UblOMvXztSptQ2GtX8Cq6Z9~90voagMFqGS0
zZ^nSb8ROf#!(}$mk=;zlJsq<SQcF+XegUU}LseD*KL}lmYyCg3$k(3JK0vJrn!EOv
z?3j8_-ZwAly388iJDY9Gy1X*kmfdZ8^>_EeDsE;*STz3jd@;U!7#{8eH5rr~HKp`;
z%N!D+k94})FrY;X`gjND6le3SxDzL4d4Gdqgf%og5lY5+x6mV}*g{Nmst<;Dx&rzy
zSJ1T_7mb1Q=GBTgXe=<X!5jf}&YxXJGdZUuKyABkxH2-LY61g9fBc50sg}4}>y>J)
zg^Nm|?tGmbtCNm>eHLiRX=$9Wjj?`ye%T_^Imt4e=G7Futh&I@+xJ)cWY!IJuA&ls
za>A0i!vDxm&PoN)yVkc8W_<kYJh{!yavB;B1E2>GI9ZKlf;d5cs`7;X=11Hlfwk`B
zRNqf$^h3}2z&75%+`=n~^rILc<XzXKbW?3A1+qnV=j!UaGkXro5zYD|#jNH>^9~ym
zfqTEGuI>{saGL>}ijMOW)61~rMRKa+WEZv5q|bwjnqHHlfpplb6Z({t*OF3~%V|0s
zpVxEn2)8#Ywi5sWm|Yw>ep(oY)aV6}n@8b%b!~%8lue%e<P%avBo_v%fr^1{Xy4Ws
z(-#6@a9G|m*`-faExA@Yil<g4?S4i=my^#n>%}+J+}O39oiGjR3I4I_{`PWxXYO{u
zHs_0y2kHUDzY~JJGYWEqvqfo~UJv8o;3!~7Ata109;V(gIpZchjV&BBB4C9ntLGgK
ziO@FRu$YaKxS-|~4Kz=nMo_jYB*Ygbb{}aRFV7e%bq#&AS{%(w@z4Z*o7e=DVoWLf
zYG>ngKD$9pFj?r%P<|Z{q~Ua0zv*r%98gkc8vtI5@*rZNRjNq&{jL9t4-Wfz9U~Lh
zFoQgmZXM)90DpBnv@QYP34p|NKA`eIJ#<$62B4&wokkq^Ldp2vT^4tWW_Y^v>Fz2y
z^3_0RhN#Az?rhe$oEETSS<k7Kw({0!wB9}$dzU-nn%I2qOwXf86$W=NVEZx*;BBa9
z6||)k>KjDBF_IsH){@p_{&{1hLVUhP0u%Fyl7Tff<&H5s>x0Xv@oIZV7`?HvqICGt
z&G7w2e45UFBTqv42}7awxT|<h|K^x)1D#dA<-`<W1Q<H~4!Std-Kf(1oxB^z+6znL
znaq_Eb{(&dFCM#OUo7mWQ>QD8#a4%?Bk%hBxf}SnGjU#~GtHHJiD~|_N0%`af_kE?
z_%r8xSkrT+rrRXR`Os?gUTY7G9wtpJGE)>zW@LQBprsmAyv?AYO-{>CNZ4&QwJcY!
zD*GVZcvWpa>N!k91|@B5ppgU2N@2r8YC7}j^FEKEPxjNS(%0~i_gB?sK!^OV6Z-$_
zft*0e@q!z2+;&AEC^SqF*pG<bBGpOJ8$l%;&Sx(+W{)Zyr_GzkhK6N#g@J4^)}JA&
zs5+(KoGpz4Q=}Ruc8DbEPfS%skhedv6$<SIrrPc;xQ)v{ox_b+dD=ztx!+O&$3E1h
z&vI`tLyE(l5bq`MG4r|PzpM#BzwievL!6u?sc=2|-vV7s(%L!0z7pN3n=&ZJ5=?wd
zPB@uuFR3;^n8bQJU2EYH)%2TJ=K+kk8CHQz*TM31eUm^<uU>MWHka}I_@L3^Ndco^
zW@cw@aeV%_9u%!T>RR67<;N4aE{1d#ii4TaqO-H)%;lGD0VD8&6XhmYobyNImK8$U
z999H!RZHm@2uV*Ior$Pgm6hw@8De8&2Dcs^f&wJS$i~L9kJ|fV$d1qkKo}Md;==T0
zZrZ-bqL%V6J(qyxTkWA&2ncV`xK)|EwOBW~M@R}ehRz_W5f$#+G^k-0(|;l0hp4W;
z+^t)u_<r9=o?1Fl+uF3`h!9n-P6JvZ70~t#aXXCunLk9zEkJfO?McPrz17ZsNr<02
zOJ35T=J))wfLYBN4srO<aTT3;N&xqdnQr{)CC34-ygPGA8$0%P4H#3>n4(jExnYYE
z4KT$3Zg>Ur-wksd$ObUm;}9t}x9Y^}wE)cctg1zAHEX|9;Z|uA#}^v>9gF6BUq9#s
z$fQ7%FB+DWM-i3Ux0`{nZo}084JO2OUz8mqxk@m-6L{c^h&XqdZxIEWKQVc^ufIZe
z@@!Mw`XG7l$4ZcC?OwgRaCE$)=8f3=@h}Up8?d<oqWOV7CMZZl1(Y!3b7sfCZb2Ut
z!RS=Ag-s!q3+w*0kGs@m1n->Mcsf3xPuf&kjXXeK79ba7WV&)8Euo^mxJ`hZ)LfZm
zBI6ZreLM7HMJW-ex&NIDaCeAI(fKCn@t!-O7u@;R-(7mE5G!w8x8Ly;Hy49i01M1C
zZyR;ys`pPI2i_9b<+i&jea>p!QPe$Z377Gqq;<kJ@@ymVE=iaGtgZ|u;#^a)E+%&p
z3yY;1n6*%)9iFb=$J&dNODg~>kjiA$ehYc+KQl+K_jb3%^qx`L{k=gp4xp#imI`7>
zXvR!oFj{G1gjNg!S;9m!I$f0yt-zt!5kPZRa=nTLvxrqp<BZ{<p$OBVXWGRS!@RCq
zfWo$ZTp9;#=QOpA%5J=mr&33U^9$1@0g@u^(CAnfXW!7q@=-$Lw}%(kResio#r2*N
zD-Pvg*nl&wJfPdctw(6StaZhgM~}=>_1_E@^tVsFEj4TmE4o*vmS_E2gGbrl0|T2p
zmevf-W|^+XKqYSEr_<i4JnI(`1E&!nDR?GytWFFSs5ZA&%N|?hD@9p-vMZ0)Z06A;
zFHOl!dOGZsSjOZleWx;6txIPHm6xysQ_P*OEcay8$i$3xal$+gRIf}YfQtsx_(Ww8
zd2>kJ2UmLYYNo2q6l4=)jCi?4_e_%k&}4Bb{6G#o*s)nDjhf0#^g0R(>F4K#l{WI+
z_*_4K5R_(we+am}t)fsmCUN0N4h@D$ISv!JxCrCEthCXy<O*DtkP1<;wDg}Up_;gJ
zf=6EB18611L#xV4{70&Xac!cOCEyqV$1+s`@T+cWVZ|-3G<sJ!238I@Ie&aTI{~Qc
zUc2*hd+hvm$wJa7crWD=y$FO6rSoQ*4&ug_P=!`gF%iI+Z=EM)I;*JfPd4fYKU&Rg
zv{)`3(6t}Tl5!F(aep!2OF!$cFg}8mcB}un<C9%OH2*yYEdyj(%|WYXcOQ$CrDe_1
z=1D6s@bcn8h}4M&FK@fl&i*LplPCyWXpJ4aT~)q?_Hto~a~@7THoB8C?5TM#*5A-G
zFTIJAY7a1%f>?SmCdGdne&!J4>HTz1bT1I&c$nRD^ROVt+pM#==-05CY2oQ@{R3pC
zRCl|eBQM9wsS=tI@=|Wuzafk{Mz@$bRCl%D+CV}_Tl3OdgU6WGbqoiG;k<qU+HY;b
zLPACgHg7end7jJerzV{84Zr*#T9!{=RI#eyPVO7}G}346rdiLT7KZhiiX{0P&PP@4
z<N^S~i_cdW_wgDpyKH#V^?aV0j4Q%*<O}jlCn}8V#al^VBKrGZuR2pvDX}jHd#JE}
zlDz1lS*<VlowkFC;hohYRr7V~#nb&!l*iR4S$a&^jEn^-LP8Dizr*}@E#B=@>{%al
z<u8N5sRl0v8PNMx*%b<4yamWTBjwa^j*rHL%9_b++t?PBW9yS+OSwgkx~6%cdj=SB
zlAk~C#a7mEml3Pk@J<WZYX$X!0U<s<?Oi9>L#&k7y699~j@CwsPjzvvr)RUV@Fk^Q
z9=z{Tpf}bKM2n6uR~tJ`sbu<DqnO_F+zxXiXJ;!aC9lcynOZkdzgCIp;>(NcCMvnQ
z(-EQd@_DxLxGZO=7I{VQDu&_Bt67gw8eF(FqTtMLp&k<oYSq=6U#xu03n%I38}^n$
zYmS<+kqGjBa|pb7BRGp6)8w<!C59&iBO!}+H0)#-o4lR8y#Tf0pKNoK>(@#<bx`N~
zmsAMvVbR*c>W!8KsmRsM_5QCErEvdFb`I|=SZ`eq+{sDHgsKU@C~SI)^;L5unY}C#
zh?!Zu^|9=2w4`GVNxCgseqYvQWdC2Vw5QocM~hNHX=$wE#wbEC@BL9oSTRDu7tRwF
zvbTESh{g>F86RTOS^{!|pvH}ZOB?W9Z%)=Bq!rQRl}J<0aq(Zbw0w<1KJHj1wsnS{
zz`Qq8G*IAl3Pl|+yx>`AxW=m`ZW5cCH#D^<?3nIHdu3J3=&g?8SVh)K6PK1tcEr~w
zAo7JhWVjf{emQ<EO)1KDbq-!#1Ls{q6uXHG+_UZaNXIOKU$;%i_b0xQQ3GoYCNnO3
zI#_Px#f~uz-c>`JK6OI7Q!|*0YLkPlg2+f{<w<1)O-)$d=B-(~45RO_xu7{$R>x^*
zZVzc#CMFr2q&@05sWeuqqbDYl1hILboVU)HAFAz9#*KSvF)=Y6Pii|NJj`}hY^HbC
z2eo!Pnqv3G`{|qesk{8de{r~Ma;iQ%VXCND;^6LO6suX>xYh*5H;Oh(v7>Doo0$b8
zz|zv=rhShjp4M&ej`cJ6EMVYae6=F@u{#{rqygbyjD@lSpSV7PAj>Otq+`v97^0z9
zGMFpB0|5>k+=9|I@1Q?DZ4!_+&UPI7V)JZslYQ0EEylHNsBU0Krj8M6CU2~QNW|mq
zH;=5l{*)=LtWs%UVeGH(qcxB^hP#zh;U;eRwHDJbir-Q-Jt1aHl7KhK{|9!ekeV90
z0;*Nn`gJ;FX;47{RRUu<skg2RE_};Qw?OrnlCq+2J+*9m_ZUi}4?eULtBK8n&7#lS
z<>4^>sz7TU9owS^=8NO$z)`M*twR%ECw`Ilw4}s7mW`3uZpH~LBshXCeQt|rIayg~
zw5A$F^_N#Vun6jN7;UC)Bi?*BTk*_>0fuiF8K;D6ZLuBUpKI4my#+amc!oMBlPJ|2
zFQKWZE%Yt3!XSt(ZfdK)B`HzoF?y!FAInZp4@^wVp(povnsYedaK)bYj)<0gm)sj)
zQ9+fBn2P={tdQ~)fha;aYRZbQu$p`2K2We;@*W&$GU){B|N14MO<;Te(RLrp_L&dp
zLAU35g|DrxpPjw)5!-O^B%ieH3(D#UplRT`CN9}(acYUP*0&Z}vWz!`m4p#ntY}bo
zjQm1KzolpY9T+zv*Fxu!^6KfWH_mSejDVlkU0Dec&nqbrOtU6Ze>ST6#ID5!&8;tP
z$)nrijx6r>NI3lo+oq*+uXy_8Fr3JAf5<baG@KnuUQJ0<id08ze`m4(_4yXD)m3_e
zW{s+tdi^`J<1@)}?`@ffic`351oNQORl0E6axx1}&MpSVQKJR~#i&*}p7yV)y3+CQ
zufq|Y(la1GZ(~W(I$C_r^BYQ+-67b!Fqpr8P+XAdZHrb4xjDTREt@5nna6wfk?+P+
z#e!DM4`9g6j}M$Ng01sphVm&U5V2V@gNB3aGcf&>^7SPf2nE|`$|Jn@XP{X%!<ws0
zVAg?FAYrv+Q&!nr`KaN<YJ0rY`aYqKW98D~ZyJ!+uw75j*B_^+u}{v{tZcgB!l)7-
zWss19!gA^DZ6AlIJIS*$%jzIaKGLFWeDN!1JY4zwrQI=vIIp1KD?Ht}@h6$J%Gw#X
z6S~ywjf^jK)T%T)q^kH&U6t<oe~`(`53kb|^Aw$_3eC$dqR#az>u1jAZR>YS%B*~N
z_z3$va~VlVb(EErGmDDg8X6L%<4M`2!!OHL&Pyn$OWUVrTt#H&A_cvgP#1f&c5O7b
zHh%tAp`LX-B8hO>RE7J9fNa=+5WwL535D&bF(P2Rq3<A>HsWF=^9QxN<DJWH_Rp&8
zx}@*E%j~+MTS-Eurg?wH2MJ#BO`TX6Ni0HR5(JSxIrOp4TdxexlRUJ17N~^PWplYc
z&h40<4&7z?7f_gJs$18~SQMeea`C^jCzqy!j<_NcKYuE>f6c#KVrF(*)U#e#fzm%(
zihW@EgooGECe`TN6!jHi$;ioFQb|q04hlhgAc0Oe2fPy7j{H3#`<mYB-}BlP+d5kp
zHsRk<tbrF6)Yt5;2Swr0XI#igY~9lFB&fFmo58$^U(cu0ItI%z#l-GAI_k~%f2bBC
zuI`#dDq*K)s9|?$o9}6u(`}XV1pMs~9;x<I>Ui4=6W=c?q=<zz@H1*NpXA<kZD+Ix
zhp97aS8*e<B=TcUxOo(8$2Z%R8{tmr#efpRWCjy?2uG)%%pyOdqmiZhx5f`;qMIa#
z{bB=NtxL61f|7@I<F=0ZGfqV?>d#1;pOqBHOikx+Z>v`)T=l%(F%dWZjtBe~5CL77
z`nwi?hUei9J&RU1tp%5jpbYhYkMA52Ytv!(tEP#=^UBbqj7x=1qPjU;TXQwIs10mS
zf;9``92|P|4pj)IgNVPsJMWcaN6;rRMMXBA1>+I7;8u8PD-^LY9sP+3SE+ZCfqIaT
zUu&$Ayx!s{oLZYuTu&F&Wue)*=&g!*;-xkZ1k}WFL3&xCj7}0(lDm9M{I=M1dR@`k
z+$kM^)CD$Fa_bdAc@GgJ1hlBT(KT@g*<Eu2XE~|i$0Gstve%jH7+vL?0z7nG&7E`E
zuMNy;^rZfDF3Jdh`bs-)>^YJfh0T}L6feXmWSUoKVCtjSd2#+{w}1F#_dwmXKEY@#
zSU;h6c34d*`wPaqrpyQb-riQEWLJORX0!atZXDJT;+IO8W$;Hj{>(R!%Z5{8nJtdE
z1`|_l#aak@NY^`1Z(2`Kg%zKO&IIPFR`hpT#2Eju@@K3qnx;WYEKYEczlxv6Gj}M8
zj~2qSe@Ww@3<#9T(7}Ks?th{Dgc)E6B5Kf;9c!AN+x4<qKYTR)ql1^8&@QyHr?S$A
zxpL>U^5pfqN!$LsFb_gj_W32IuKn+;P2bl$urPxs$)Ha;Js9fZmR*PX3^#q;)V@F9
ziL<l+Ze|%;`0Y*m<mk`cv&4bremD!~?)RFnZ0M%wqAu1ZxgC)m{zSo(c4-nxU?k$1
z-?+PDKOE;WtCv$KQf+^)YWl`B@U+VD&C{~XX;QylJ8~uMN7U(UoqSIJ4WJ%gySr=l
z4$}JOQ|iF`D<~)kmdcjwO#a2JJ!<VvHtrc6Q^!^kuMSG7UJE?9F*d<!>kH-T>dl<L
z)-#&wjFgT~mv5+Y=?rYHJ=y&(P=D0YJ~l13El=)<v<Wq49-rOh#E$4g?Bk!Y23N&0
zCHy@Najv$~F9kBlJvQPOF8u7QsI8OP<Vp+3<cwCU{0Te-yzPF3pXCXo*#Sn&E9^f$
zCixE!eDD=w^has`-B*BTYCckGNWv*0F}pL{(Y%WeUN9@f5Kn*3hlU2h*0_5<#l-yj
z+qbVPD?Z$RaK;AdB&cW#zWVYBOPNW0GI4%ivg{pD*I4@fyyOkYTqtPzVfjXL9o=KW
zyJsJU`r09OHK0JfV0zk&PCk%kAn7AcWzwvm?j44H8^zn1a=&Z3Z9)6PA$0$&7~`Sl
z5-)CO4;GpHR%eWcw-RE?zJ_P8O>S=OxD}njOz~}wlmaODY%pilf5ziEZ_HkoR(5<L
z{kFPqJbUuTKD=GwjPi6=%e5}yuknanYJOgxzJQAy0cX6wFK=@Ko%m+}Ku&BK{er@9
zyO9vzKr{`~b{~3_o=y)XeUcgu%E`g=oL7H8G7Rm#6gMKTW>mMg^>;v;7!*Lnqw5V(
zq%C@WUzM=C_R*Sb1S-<AkKBzgSXeYU{qO#*TampTSsGBdD0aKFTsc@Dj%bBMF4-Dk
zinZ`rp4t|)b+Hqu)xJu_f9;8Sg(S`-nqPPx#|wwF<yB>a%rVl4l3iR;fj6fadZ~P@
z;!aeuDBBfr!?J<-^A8B(;p+ni7ftMhUwh0tsnU6c`QHXt1!PqCmWwIFHlsx@2aAqy
zc)gIFiwWPy^Y2fxTGHIFL-tV>l;2Mq*lQRS1F&woZ}7(v_j$Cwl6mUcDMg6U(AL2+
zU^yN^KvkA;>Nvb3YM;(vL%`=^Zv#$6r3;?HmO~p(w>SND57F3|gkk93B6Q}LL!~_V
z@OLITcRTar=w2S~kSoo*>q{L73w0@>PFgm<8xj%4J<#9W&u4gXb7$`xQj|)|Xuadp
zy&0?dQp(dYHN!n~c8-Emfx-PruG0mi(1(W&ZhhJR3jc@RW9mwOlre+_uVh$$xi0T*
zy6Bh8t6dVz{pHI!SDSWy`@M}Knh1a0tDGExPcZZkXaocMkeRvUzv@GJIb!a-B}YLM
zpxqoBy6>W!4$zhJRQC?f#@FNRtHAW1aZAxIN3z8y9JjP{4gG2Y?@0?$xRI8+7K3ni
zh_+}ZK_DlE<lvb<I(NpT4eQS~!H8MpQ-dGUqu~v;^Mf2|{DD8d$+FXaiM=y58nDas
zBrGF?`Q$xS=f#ca>suoopZT3eb9a57-s5*s6CC)jg)hF$qmIrJcJQADMAkr$Z-#_J
zGM)wXZ?3)c2Tv8;<JlA+WDr^Xp=VYvVn1IT?DRQuqGe|1M}CLk_J1?uHFHIBNw~H)
z&fv1kh=Hlr{$~ou;181N@=#<PY8=|@*Mt~YQ>_z+bBF9FOozNRPiVr6o{9C`E@KRa
zBHaIfVNzfS!@Nfb_4(<Wz-RS~&W|D_o__hypY+t4X*ajF*~+#6_@;LQ<GC^1<*ocS
zlv#7{!ZS&2H(-um-*8weUFXD=tpt{N;V0%gYmYcX!GwMK2Dfnxy#`Y1OROzwl@#PV
z;s5wU%^BT31V;%m(8NPMbJpz4GWj}8)t3G~blT2e%spBF-@Z(hn`@t&UEfQ=sE7Gi
z%o=`%&t$@m*rW$UD?BBz7xxF*#T9-n^|I$(&gHtFIwCiXY&f4dQgX45+lRy;qwmOv
zm$SQ6g=_z|k@<RZm-_Ea-7%84#tb$QuPW?9?#?Kh@4SW;)?{N^8RL_k;QT(fUh#bt
z6XWB!d|5J-r(D|fId5?#{j+y__e~F!RcWKuM4rIINry&=zoB|yC4Whwezy8O8;jgw
z-S5NpAxfDBuEdu{13eIGb>@~FhueafCwY*;Oax{?dc#8_<Lu0QXXg`pTZg^g&FFdt
zxs)hZ&XG6bpb|HoX(Pq<PjdF-X0fs~M2N4Os@u=^W{=PG?N?T&sdM1k0#cN8Bk;$N
zjJ_O;M=@ZBylKU2kPU7q%_?P=z4~Zd!TzUL@Cm~8{jWlHrISr|ad|~e*e`FD{Gnz^
zvr-5z99j2^e+5T&jfoj3bhSniZe>zzdMHnqF&+n@+g4eHfL!IxGE@q_`RDxUna8OX
zmP>4;MdYc;H5#6rT<QPT$6XyrU^vVNVT;o70zZ3~nok#mgV0@(XDsQiudL{<eV*6t
zg@x+0Sy}1gvEQ1_1^K>;$H)D<`E=6JI)4M}Zm!TMGm}6uFPb9$b2!O&l=+H52a=ta
zIj!+N&0~S`9Le73<MGOnhI_cjfh8Jy>u>2DySt%tQNEzO`>DmKXFIPn=Jbk!K<=$V
zukfkwanU_GXZsq~7oAoMt<K9ESXi;}3v$b%ou$oRANROxj+~!*F1>VBb-M^ToZ)Nh
zvV^kSv$7ik2X!9$agUma<?IU!EZ!Vt9#@wwtwTjjTBEal+}pm)&o^)omtE&29(6%G
z^`O#kowI817I|zcv0HbsJ3kM2UNQ}C`J+Z+WnsD;xP`ju;D(y^eTa~sJdWGx&+<ag
z-&yH+rP7U!+66KxISDIouUaS)t3qyFm$ZLBEqb=;B3@U@d|rQ70{PSmWm#zBaai-;
zUsYMF5nOk6k;|m!rtkab-AkUkE2V8<b1p=1+t~N`lt*zNRHiIE7jtzq+a7Y(78OYz
za3(d5jY%GTQMv-MJe}IIH_^*)_G>R#c9TA&qhI}hi4O~H_>cK}rfZA;i-_!onw=e#
z%bLj6v&rYar*+tc#~$<qI=_GTv=_$dg=Go+youG({__P?g?!MHYiEgv)9;LG`^79^
zZ9PuT$_Cxu{`JIm2`E@!6X#k9)l4~G*LRvY;BeY>CqZgAr-T;PDn{$6L+?)o!ob_N
z#c($3TjuqDk_i<9O{*o+Tky-gpn!?n#t9LhoSsMYp!`i0%UDOAsSi!^sEo<B4IH5r
zq9=3V+m^d4imBpoldM2?PSG2~zY5_GoygHT3uJsg!YR6mYl3U|RhO2Fc}9EtM5MIB
zK{rOjORmySG}1ZSo8(0u@Jfq%iG9oSa6WG0q>nPMrYu{1FW8}Qxa$ZT9BpF?H$$12
z;PlPR-i<rJ?awLBPl_fVG4*AD-nl55M7@>`gQFx^M=ODeiwYvMbuLJEwFK?ig*@LP
zh^15zVr9(~4qIHwlZyuilpi_0jTLikIOl`bu+Tnp*M>w=nweL=-fSaN8S#vw>4k+M
zXJ>m+H8Kh4VX^R}tDnD&t(;D*X1fK4Nr`?6=KVjK3;kmH1Aqq`Q-0GhSJei9=IWiX
zT)DDZ*^pS7pri?n3X)Wchh}1h;&R^ba@>34>h|iJ^#Ju8n#iE(><5TmYKowc^3;jp
zAF)dQ{p`AHb17=BX?k!kPXe*32Rw<9u}@7X(nfJ~Xij<($K+PJbX%^;$q_Y25%5&O
zq@a#zT`hKZkZT0*tVKHYXNqbz{C3_Ykw9~j6}+#$w2S~8h~<nOI=VQtR8>i!cHJqY
zh09`R!L66Rg_-iPcLt5o2Z@Z-V?a`X(gdg7@JSVq%O#$UPW^e>Njeb+poUvmi{Q||
z#y><17Uxj-2O<PO?^x5_ZFCsPak0M|^4@D+Nb1LJJOUFFygqO|wbE+*_<SRZ8ZQI+
z6;K+#rQUwY>6f1|{&8bwk)LVdL7rT9f#Jm^#ivXOAJfzV@Lb#CEW*){NdgDe8}MW#
zhL_gBlL3_GYos7QP%<5noW6yT(%z1t#C3Q+G!^l;Xxrj&t0AL%xE0K0f8V34`~Xg~
ze=gDW3Sl(*_P<*L<(K{wCY=zBS<V_!Q};#m;Y)=~ygv3_@9{+^|62LQx2XwP*l_V<
zRoM;u8+0NhS62$}YwRZ^wm}M*4*JsH(o`uLXYl<mRf(>rS;WK{m1a<52j?L87@Rln
z3?qgT*Z(bw2p+zG#bmkRev*h9SrEtD;PAliQnp}1h!NZgc4=!{iSTuLX0~s+@SMTu
zz)?hM(5B|Lg`V8+Yzntuz4vh3HR(p($jI#*oNrH7>^^!n(TFCtQku^YJd|xgQc+oy
z-PfiA(E8(!b6@Gg6jt2|%j>3z5$(sa;l&CVx3ujOKW9UUSzQJhHDkNqf2f0>&KyQu
zMFoo2qi%g8|HDPd2?luOqCW1>(}~-nyp)%bC=@k+_+JMUaQ!W8e8kwHe=~(_Z=^}Y
zJX_u#&S|cXCkTW*McNb%3_w;{e4)NPKXLJn7LyNXZ44)YHn<_=IECro7WJ%(*zCT(
z{2?G8;L|e4X;Dk*j*?R{s_=w!+NFDe<YHleQhKEc5$w&o!k?4wmT2FM8U%crJUWA`
zyXKL@-4H61mYrR#?U6ICJRZNornaB~_`*%$;s_zUkyouwAuTMNg&0|x4&px{G0zL&
zrw|sz>G~0KhJ=KK=z>J@A2i4PkEn}@R)L^)n63Fn4o5})mctQ-!xg2@_Ela!st=um
z!*2^UU5Feb@wQ17d#671Ck6zc_yiNQIJbB;s%Uv>H#b)6&erzLBudw~7<kgxgpLT#
zZAHUe>D9k3;(QA66;Y@DWT$(H^2Yh_=X5YVSrwHT4AX`TYso7|>i8^o1nkqJ5FLC4
zIU?!8L6JR6Q7;!8z!PiqDYBfF$2S4Ss$TQRnK_5uTY5(NZDZCO&(S-0joL9;jh!%w
zQO}IeuEOl}Qj*l8LULiXaw*>>g$cE9dd#me9i<nozC{*3YReNsFnGE`bcfGUR?15+
z9??BS1w_0;ao1k7bIVFE3EY9P5fOJ?pG#35&~-=X4&(y3=FQMmMXOs}sxAaIC4HK5
ztx?zqt~!{+%oYa<MfIGlDl`=pR${2^J!ebQTt9f99nq2XIje6&={p9vv@%W?hkKD;
zJ!lM7X;Cxh6U}TBE{ChgH8AcABRp%mHXj5*QCNK+34?6+2I8{`_S#xC_Ko4F0pQCz
zawEtZ0y#V8JA_K&e1BA{?YePzGNI<m$qELy(zZNZC5$}oJG-p<EXZ$T8}v*PlAmSP
z)j>93d?5YzL<eF1aRje6F(*eR)3M(Lqu4A#JU_hd?1r2!IgOJ<3u@pRY2h6y#6Irm
z5kKYr6I^J`Ar|7tcziBpFjjHePp&du2I{-76uT}7BPV`hqB+cIZAY)E&#y%oD`^x_
zy!6<HRh*CC7y$_Ym@a(>4tew{PYu#VpX3nQ`=j4=S&*a|4~%Zg_a9r)b;hK~SydNp
zr4P5=8xqx-YS~+~J#p}Th-hN*4Y948+S0h!PR`purT3FbNEt!0IoYUA@kS1A3CKiT
zvl^Q3W@$QgFgopzj!u1TZ3U|=JHsoud14<GOB<DZf`mqybXaJ9mb5B`H#N7V<1WPx
z)PkP61ZNm4^2cMr;`Vm?oqZ|#4d_pN;bRH%GK;q1O>d1NQ#`(T^YS6(N>GK94Do;u
z2*nG>Wo$$C%RTJ;N|ZV>I)!2p+3m03e@HExmz};JQKg=UuP;)?FD7#DH@Nk}=0v7Q
zv|qQT`h}DeHTZL8O64(!BRG9ljN;+&qQp(QUWA75zX_W%mKysL+wE@-!@RbpINH+u
z`u|EE^FL(=dcp0dF9a^lp#X-oCSEE2z#qT1!6b+v(j^{M)#pI{2B+5uiFV>7WXP=(
z<fXq6YE-)sk9t;ZPdPa8<JWc9hWs2M1O&9GMI7xqrj@waIXV8YC<xO^2k7~q+Ozg#
z=FXm+qS(M@hxXwS@I0Z24}EMO?;?1i&YUcSVbv&c+Z#HAE7L&N-{8-+9wjr)=;fLB
zLGlem8F+W2o&#zCS?tW?yu7Jd=vD5|4>m}lOln3$@h?nf4K0~MqB`E5h|=`UXYIkd
z|MddM&94`727N{gjea8v*UHj4yY!|I>$2<qfyr{t1HaX(A@Kd<T!s&_Ts}QvPR`VY
z?Qfb8G)o2l6DcoQUC&TZd~u2eqdVv?6;xFIT#OQ)>~9q&uxG=MZw8CRtzs+W<>!+C
z8Ula}0RB&<ru7U*&whYn4^7YRaIv=r4H!4LX96`8wj{qzA6)?n4NTcoZ^%5)rVlY3
zt3T(~MSlgg(}!-(RbzzXqIdo;uhxt3-=1Ly0$CK&kaWD@#-A|kXJ~`9^)7f@Q*)Bh
z8Prt0$W17NxvFT-6p{3e7W#nF+?5p_XKThGJ+H_xcHQ4aMR-;VgQ!Gn!4jmxzw_TO
z;wNR8N(+b*b<o71;pu~c7Dar*(7%0@?K!-)r#og?8Kh0+&8Vvp-6*WT+kdVqc)w(T
zg{GuHebi+#T4`ND+#DYdoKaM(6A5H`SmhblvAWxYm@6V#=O#M&2-rLpwgD2#?(PN#
zRx{r$^4Swx_W0XdSb%k~9X`4U0a@ybP)1;2LI+@~KQn(0^$izpkc<&2X^Z`9B3*Tu
z6Mpv^U@N@bNoq;XOp3IBbSIj0C>>AltNEvvFn~Qx7bV^Ml|vf_VlphuvV!tH*@%d`
z`+*kSKoM(5Te7==HGZTo3(DQaN!ZmxJpX~Ge=ez3^yaLQ6o;z~`_aR7EvOzf7`Fz~
z!zJp~J8%8$BSs8Q1tLny<CT?n_hhKBFQNvFK`31OJi;=c4Cur0c|C~PN^w3!8#4w&
z_6={-hE+LHqhOOS5vZyPeEtA(R-cd%qr)h!r8>WIhH<EfJb7G0f9y#VJIhpp*FHXa
zHXE7G9W!Y164+{9(+ncYD`@y>UF)qc#C`##DQwDw#u3&@%(d*bx}t8RkTz($iFvn>
zTP6_O0RXuhQgKO}<NSrN07N`SvnN4I4Nmo}$943vay#Twm8Y9@Ul>yh+QBo3lW&X<
zH^NL#!psq~wJi>li@DB2cagO8rQI{XJWj`59`()WynBk?O4yt%?p3Pukwcas<wWr5
z&J2nPvVXiir5AnwY0(WTrSM8!kkxX*3%(?>7zL|yzp356<lJiw{@(>v*?1XU4)*vY
zm$k__JELNGI}qTrvpgmCFeN|Q>3HgB?>Re}nJ(XT?<GY&a~SUuDeZ&$Wf>6>RFlKS
z7Xj;E`lj(cpXUX1t{nfLgVF{`OIbnnBY1xI0q{Z!`W;0Vk44TmgDT6O)jfS4zfBIW
zI5_5$erwJ2ta`_3rIe<9x0MpUhnv&A)^_SKk5URm84Rm(xp6vYeK=kGDn_ie%$ns~
z)Uq$*H63x+4fS%NByTJ$9765(+Lg2$o*)Yf3U(&`pf)!){HZdA&yljI8jp`DH#@c}
z(#C<+D)fnWdT?yFw!E{z`T88F@rHLxP46U|QOD4HI}0V^fs(GI?O-;j%vuLwJez^)
zs#6%E?Kg}~AoagR^S(kL9Y+Wzx*U(~?fO=?;eFqG>3E^f`3-m+4$w0-h#dBB@`@}U
z2%MeU+I$5ZSx^Wb-mlp0o;iHr_X?Bv@u5~4M!`}z_dvw-_iO7#sn-zx&~up%Z^=34
z#~WW^{!J*oS}oliy`+;-)amG69S;fSjf0?9a|kEKdIL|{QmKt<3~KiI?X!LlamQ}}
zvv$^9h#G?6?dVVEGrR#~Llyw{tJ-zbEF2&2W>khn^knf_Hbc&z91_wpfiB?W?*LtU
zPIK+|n*-Vm(z)M0a-|<#-f`c!KtjAT*VmHx`6<!#<O_G%{qU;1S{Yd}#^6J2E(1k|
zOta2&@aNcgwe^R|Z4L)Y-1=jw(V=O)mk=+`hVPE~7nB$noyz5=14t9V-0--4yH<DF
zSnjsY5LiHZc5rhlvauO!xX~++BV~Z`FXaL43tN*f1V!lc!O=Rx%_w~GV9(=yTO?sy
ziH?A*?0S@oJtQ<DWJU&rkB@I-XIFNH9I;8<`Mb09ygJDEHQlwfOKjKk8kk{4`_tLH
zs~bntcU9FpyQvv)XXSzm&C@$Lrq82S*SE$q6~}DWOCAwVyu9Uy)9DvpB|+KsuUc*k
z-sTM6<NG}F;Fyyv^%fTu{Q0Jmt3MhVAk&|ju2{<*8`IlMC1T;w1+O@G(}bSmLlj0h
zFV3g~w`ycI)XvV_n3+)l{Wg-nv&^h<<=85~P8ia_ghcl`U}6Fs#Xcz09*bs|)#Q!r
zfo}xY+1r*Zv6{ee{O;<BFPtl^?<?>qka)Phs|b3_K|r@goMp7kk9@Lms|92*k>iph
zQ({wcHU9h3v2zBCzY5YsxZkV|=pe5t=}TkmR74cC>%NDVw(NEPUm3w@b_a|tlk=u5
zRYSE45HLw(0QkDUdZkqZ5k<uM<VsJkE1r-?(bl-?LQ6(wvcAu`*hTS^qT&l>J%`;B
zto5>7P)P|iSFKC?f|-uKNkJ4~jNb9g`0k=fpgSF|_@@LN`M`AX$PRUPFV@N{Yx|Zn
z`rhnS$_`-Vy_<8d5_4RxQExh9i5ogxTzRsw4`o<yBu!u<d6ObcU@ZUMfrCJ{IVE`G
zS9&^<r&qDv=^C@+5zURsJA+6dtcf99bOif)*Ev12wrDuvQBk$!GWwcM_hv8Zws;0f
zpleCyD~{pZNAY#8eA=5Kg%6}5L^xWHKy0)zI15I}={HkVR#8FO`Qj(QuS;GrG3~}-
zcLe)1XNTU<fVVR{i@4aKgL6o9ef?J)?53~$@reHQ`QFX<A>;3(SdcX|M9a$Lo8(#k
z+ukyQ|7~xOK^ZKxfeH9sOt;DFo~YOOY!JD!r$p?5QONXf&@rLv8pAx*omlaysG6{C
zL+p(zIfEOM0)f9`&25jnjw_KQqmVl%3jR^<8s7NOd~~61Ch6sG2)N_@n}dkkfV)CZ
z8aODW7JL1It&d)6L`0*t!NbXK_v=QiXSi0&hEP51%K!kEa8-K|*tG1_#!?<MD7wQJ
zLu6BucU@8m;LoZBzn3CbIE0nE9a}xrU7_*qZU*E9vyF^d-fRZP#7OS!TlD`{9Q)oF
z#l+xZ4jOq=HfT{-qm6iv(b}Z9MFWTlbh)z?wT#^pc7zO0+HW_of36>Fejd<vg|TFN
z%ga?yl99xXfav&HQOZq}6|0B?mRZT`K$};3<H!X7C&|9RFe&Q)qb#@nQQAz(x(bL^
zw1{vF6hEd*ePxndiGTfy;I479(4S$@pP=|HgI_NDydntg=~>*#rAn8V2ci9n-T2nV
zc8U<2E$4Hn6qVi4o<nlW&+xSvxHq@6`r6X(2oC*QEm{HxqZI-M4C`qGMk|dWYo`mi
z=`5vF0SB+&^QX}@;R3qlsJPr)l;r~Bg0Pil8j3;^>%_}`^ImrX7n|*4$uD$n!>KjW
zI)ZDoRY<P3hx$k87$t}Du=LG5(3z+IW2r4B!9{$8v#b0-vkgVzPPgK*H*oD$$P7M+
zfQt(+IQ*i0NaqxXGehUc_ByDC5gFfN|L01=A+~bv68M{`fib~$XTm5vx%}<Y5f%>n
z2bAK$J)hc!CY>#fBY1_2&-rbK)q9cf_(~Wq#3pUil}?#aM)kBJqvP4nv)yttu14KI
zM`P$c3`ga1%Z-7>Vvuy_uHEMm0?)<EY_D2e0T*{q-`0m1;po^8Fx|=Z$>H@<Q7>+X
z6yX$<*^bvav|U<MCGU~bJ{y3P%y?fZYf7w7K3cDVbguC8toeUFo%HPR;TGr{ly^zC
z|HK{`1+0I)0d8nxTA;ojK6tP)T_&%|WltK~lX+(AN*K7fnzEw<5nsDsy_ra?u@u$T
zrkV?)*kR(lT#P8j|GDZzV<|0>^#yBXqbs-0of=A0b8iQ0FPwNwyzNt`OS-D^lz_OF
zaGwfO6#s&v3%Acqz;k&SquVLac#D?Z&}|$-8JXsY`DsHtladVskUA%7Q}_?spVep7
zl^)B=kh{HGus?RYpE$C<g#gY0gQ@Etl#y<@LhS4KUN^kLqd|$M!v}VPTVi;8^jHo;
z)te4lr`q!%og45Ci%`^#*9?|7Y=BeoFE6+LvHhA4sdi#<h}ik%vco;4rIZMT?{4)!
z@e?n2CHQ6+4yWe?`Z4;w9$8vG%JhPV?>8`|NJ2u$SV8{(|4cgifIsf*sqp@B1=**?
z6RATsLBaSrE2kb&LM2saRk0I5;R%01WBeVItL^~P&@zD?gSvS~5@Hd>G%`9W@T{x5
zv)m7l8OvH{d&$}Ic*+tQN{x!O_O*qVNB{kY6LKnGn&Gd}6&|Z3u)KAHLC}bKOz9=I
z&TssmxZp(l)Y{}4^!;S`|GO}6`r~{5-jQrA${m7>WtUuZsOVHA&wE<^FK;jQ-x6?t
z)O;r<3biwXdb3aejv9WZ9z8hN)czeb#L@Eb*R(XJAKTHKWC)ckqQHcsel^e8DZLc3
z%%&Sq*$m6}$nyqY4N+_WLNEF?BgA(-^}sl>n0ii{(hbIeF^vBq&314-%ADsBrE#$Q
z4-11bJjAj6-*T^MK2YaKVT64EJxNA>dSErb*lH4H?)OxUukmKbjP_Hy;rJ6s>p^dr
z6w#H~G5V<s(ieLnQnK2?kAtBID0p|n-3leNUs3He6`P>ivi3t8?k4NjxpQMG{HQUy
z|I?V4SM&;^$@LT|GV&vW+TYAP11t&sO3qLHy+M`DJIi5rkkoxdhS7nPr1M78tM?Q%
zC8ihUgREsF7IT_=!8==#{AwZw=X>vMD=b1VTlEA6Itgza&YeCtQKDEZg%=5d{fuw&
z@lL&#N0Q1H2d<KZK07;hWI{PJyY}Dq`BW*A0z48TfvK(TZ^^Y*`%_UkJ50_S{uJpg
z-;^*!M!xJF<ZUlH0|F#$l}Xl-2}}1nu`Pcn!%jjahNvHvb~_tJA3iku#usuzUtG0+
z!(B||u^DPa!@;L=p%7DlC$_-&QCWFP|C;~W_Td5D5y8G~k1Vb2Yxd(PAD1THihW&P
zQGst<jv=oTHdZjIi!_@0-JE(Q2^=s^289IhP0`{9t14<931GBatA}!b4BazlbHv9D
zMSc0<qWmTv+TWR(A@jB4C^)9`S@r)ej1<vgvI43lbpaO$*aUn(f*JLW0+NiV6KY2S
ze*B;u-+YDAau8i-6uQ<|jN$*5{m8ATZWWM2tkVJ!4T)4(viskFmr(z3%r}Bdbz$G1
zrIfc%R#*p7r#*R;YycNjnQ80XwP{4P=wB+q0(uq~$A?gFQFW1T?l(vecpo4Nu|$Cp
z@e@@w9DHXmx7fyfSJ?1qbs_ct(i!bAUGByyC_)(O-Ujt!%Xz9)_4REzGEEEvg=!hZ
zx!F)6;;+%kAq@;J=}|wtl1u&Eu{fx0e%=pdKxm9nHb0P=tHI%T#z@3F7zo0CcYW5`
z{!0eA{iGi-`;>m{H=7}4kxbIgNp5L+fq<p$Y!?6Z(qi6EM_}AV4uT}PP!}IK6wySP
zPvP(MGg_<`mo7dmCFr=LzmT<J8ACuzuwATu>6BiU{VOnt<P}J4<B=6*hO;yb4x~*J
z8g(DGr|KB}E}?sL;fLR+5MDIt%>6%7ko5g7V$L8B1T(&H6~mNRE{b@0+<gq|%avEp
z5BRP}oeW|x8hh&+^pmm%W&gOTcCtbI;(^|o>KZJFx+IfYx-%N{OjGz_=rVw76ec$(
zC-ekG+&_rpTgU3!R5Qzqu8?nb3}8I;X!KH9CF9dh!di^vfSw)XR54=t_VB9x=%}!|
zIPM->rutB_+c(iLci{Z{4<?1nhpT;seJ=v5UH>CA^6&uA^DG-vv@65>zK{35eUhV5
z4i4*324Ydr;Su;tdXQ_@IT>CaZ+|6+p-Q3!yWRL>`?~=hgw1;EB>{$IxjImm{tkz9
z{XQ%pEji~=H0%7@4ayjYp9aPu*BN!Uj>v!xXv#H;frg(6gDFe%x(CR_N0x?>D!W}e
z$FVtao;STMwRkbOxFYrwNu<UaC})M#3Mq|YKkN%2K<w<A87$1`7u}rFU=18op5ERn
zyc1&ss5LM%n^E;)g!n%4<4Tkj`v~I*5h?Ut{~?-hAI{6C01cOOKspP(rkH*~$T#6R
zk&z99)Z|FCEDEtm3!lx5PH-Agp*Dm`><P@)L%o0H3<F#C8qDbc3ypf^CG;3G{K)$e
zq_hh&Kaf9))E!Xa`H$gR*;J+D5xzn)_I+fpeUp=Ou?73j|1-v;@ZwzkyfIcBf8(x5
z4l??;pYg9ft|2X^AWl#JTg{@U?F_4{V}+$ewbt1Nrs1sv!_??-M8OiD-2H^fiAi6q
zHjP><KVX1OJ==20IOV?Njc(tPVBV`Utl;{4hS&Sfor2<8ug7}=+Gm%t6nf^h@JU&D
z<s>H=#ix7|fLxbQzd^Aj4JZCR3K61hFduVE_V^oY<(1L74dckf_twpwEGMOkz(F%f
z4M;}R;QYzP__srPu7Pz)`7p3?vM|3O87owD1_OWP^S#IuyGGnAV}lq2w@(}_6Do{c
zToCV{WVGm{{vTgo0Tp%Ey*n5nAfO-(qM|4uCEe0WcXu;%cSuT?grszLcY}0ygLF3x
zb<g;I-~ZnGuDkB6#e$_X^E+pseRe$i+2=(3pnLWZ@}8PQfM3Brr%&u#Y^RirTt}!i
z>ET%b*3?z6WOlA_l{MyL?Q|glfyV%KdvaQa;Mdl%R{i4Xt;u^pPo*=mDISX!fqq13
z{}9vO{?Wm);(w^sczl1O`0$`z-q`p}ptZ{}5fAd!P)(*E)VtHbEX~ZCy^-q+X{iX+
zvD67b1Ddcf#jmXQSN2y}NA&}JT?=g(78^Wl@We(oof)UDhbti>Ug5!s{Ar!95is9b
z)SMk55AB!tO?)#nE<Ba63K7tmsE%&N*;!^8sU`Uw%;rSe1__Ha&#G><j5=Y4eSpCj
zDd?x!Gl^8<rdO`|QSKFLhTgbn%qvTg#vQL^(kiXq%w<~IA+1`Xkw<H506`zUIRuAF
zKL!cZFl+ns>6(ry%R_2;)9RokVzp<ZgGe7;O%e0t)Vl_`Tek1dVlM0ZS?5MxfUSG<
zRf6WGagR+OPTVJYg8<KvH_mt9w7JtK_AMR8G>84iG9Re&cme<VbY~0sA<nHEshIug
zrq1d99v~$BMf1IBec^PpHxK;>7h6X`j{oTi#Db+cN2dN=gm~f#Cyq}v4z0y2S|iM%
z64D|SWUrU+^;>#n{1><0<zodA+4^_WeC*<WPqI80wP9#F(7M!UN@pN!AZXk(K<-;(
zbb{XTWakm-9yMK*9OIPpB?5Y~IRBspt_jSD*2b2BkgFKsw$^d!aGKwRk>^}3CtX1C
zJ>FM4|LO93^c9j!oedhkl!AAcgUQ9OkbXqVYjw8rU7Bt|YEU|#I5WG+EaViWQC)FA
z_ObO0*N=%+2C@64o#ms(B<Dvv6X@ZWH?3?fk}-JQ!s2eI3Ni8zy86V<;DIs-7+9Ro
zSh+M@@bYn#@#wROZ)OyGs-<6QC2GE?5D|6LVjUZo8|H0A*!6utw-UmL>-DCd&T)D1
zi^DOZ>3qgTl}C9Yr?+3*vi5uk%be?vZxxF|E#(<6A-{y)E1Yir2>^(ALd}n$=|y4z
zkUhHA)}`5l!^5_iZdo(3y=^^HsObVW?rv>dZf%+W8`F8y9iKpHUVDEi8C6J5F^EMS
z)nhO}SbUf#k1#OsIhm{3A1n2-wuy;{Uatp8x#sH}d*9L#eMj&R!A(xHHh6dU6Z4!=
z|8hqIuslgYG`ipG8e4XX2c}$NYWq~)brknoBU8`>B1GUFHfGbe3`0d~)OG^nfSXpU
zd}VuN(#!+jq(ZXuA`*XqFTceEU+lpoUw!>S=8bhXYII)ML1Y-66sX-CjbC&DI*fmX
z2+{;0Fb#QugaD##8>?~mqVmb`Y43oReaSEJ{i2ieA-XK=ASaCO>#^A=fx0@*RLxFE
z`-VRL0FH4GgSs{#>2i46tH{X62mrF?6zt?#-(5adNTNjRQa5|C-aRqM`F>|hzl^@-
zE$RF-oiZ9q_bV%ge?zy1>gG`64uj|V343FW3LW!<#XCEkgOlENwnmWN70-NxZKjzG
z2`Ep#Y*iVsoGMqNWf<zrl=I?#r2V(Ptsx;{a%uGJPLb=GDmAU?{$lK@+{ch4aee{4
z;ISQD);?V0px?;~MGI{Mh3{nlEZP32l_NH_b**Q3wg7m<uN{4J!D`%HpT(j|zkk9d
z!N^y7xI2&fBPP%;C;(-sf|AyjVyKGd7ugk|pBN)_%+6$nfrvo5I_K+MAV9bQ-B>%6
zY)MU>+{xBXpy_22pqjM7BkH}X6w#Pr6VQvWI%ql>9;xDK$@g%W?l%u~1Gasw6U$2d
zRDK;%n%%GTcRyuEd50e@9oZ8#b{59%Df*a*=gtfW#`63;d}@yFUHbLp%?I&CIvuTC
zfE8{D!uDkGDKGM5pEs{Ou8Q9n)nB28Xpgj`7gsQvjah=gFQM_~DL}gTQPsqP0?vhg
zVcb6bPO9G{ZgOv$E&ISGeJiQ4ucefmMsp{(<&-(|!L-|}mj=|_ZO4G8pf`NEVg1-=
zjm3!!Ig5tFrzD&j@ys|7{oA>u+^zZ4@+fj0xW+&$;zRt0YVN!0rz9kl-o9*~)B;rf
zIgg$}iXP(rjX0#-%3UyDdw)>^J5Z6Te6vGXDL4Po`Q9p3xXpFtW*0slBu(g{OeUnT
z5O_y_iu?P-Z!f-wH~xvKnX<n`00AEFHH6)Tu_jWHMza^w?|9(T(JMME<Ekzo6SUDz
zJCFFtB|WaU<fVB?AxR>wf1baV=8kzI;t=6;AfF6(OiQ}PBb%$vHda1yxfEoBtlt?a
zQ-7TM78e$h<>mn%(rauA3X02<3m!a9J0v&N1rj?us-M*U4AM?cTqY(#1g;6bwFGbK
zYDr7;*gut`mh2=uD>kmbskO5Z6y+uXjGQRmik|m?Hv{%%)cHm7CpZ^0Tivwy^x{O3
zBaMA@Ee!EbJxxnOM%S|y^FZP}zkvCYwxQ2Rq)1mfe_pxkHc+*GOT#$o$}|Q&0BvCs
zE=%GfOjrnJb6-0CbZddq(mz>#+FzJP+HSwo+U8&hFueQupcKVs#Kn&Ehx>_}U5?Ht
zp0sU#52=*D6mcQfSieW(;jsfW=yE`(fUD6)5hqBf$bC=E1I-&{gW}N`P0$}7rhf;@
z+qY&g1(sgij_lG-9z(HQyL<O01;K8r`U1yC+ndE<`*}!$SZiez->*g98@={gI~(7)
zS_-m(nNT!tH2EIFHc;5j&X2e|Mim_%9&V=L7Fs^RM=I7EwJ26Ro}3OG3+)w%jBzaf
z#N0d?$?gT>Sm`;DJ~g)o5Ly!tnpQ8OM|SeBH~<e{8)WgodZOVCwP9Ug(p&yf#e~_O
zXx0)*hq{Y%cJA|C9Jb9pVVP#+%2y#lrN_w(#ppOaO8Fu>(7E9L^3|09daEZfZLtKQ
zf1=-q%H7>J<<JZaMn)K6_+R1{gZW>egq+>^mQ}tlM6>qkTE{ZPU;qx3u(UXTL_tG)
zMG=7Oi!76GFQ!(1NhBp@lg1kXkX~w4=MYyREC|HwO+yJl*-<W5mh0-J|B{G(M{;uY
zSDQ;7wZC-!zE7-H44^FKO@ET=XE7j^daA?*HnvYrNmAb+%^(O_qVFtUs!|v0t!ett
z?e32)Jl}@q;@x*}0Ru)`Uh!i`A`8b!`2%@@Ztc^YQWH~;dsp0V-7@D|*OlQY7wio+
zJ%cn}DJdcC>oRh3JTd6vn<FjA0M;)#*nD_Xat68`^64ljAUFk^wMvuy&PJEop4yz;
zW`#I|o4!&S`(E*B<f^-3KdJo=$v;qZ-K@P|)-(>{bPw^UeNn`dRJeX=7QzZ9T(}_I
zQmQfVnwksE`MxH!k&`neE04Uw8tck#cS?s}(CO3vq!coR3U<JN4uBHyizwOF-=D2$
zb|dd&VvtOxTX&wGtoUqpDJegQBtyU=gRHNQ<VgfXB<X6UI7<M65=u_dNikqHI)q&!
zCeE@iclm^)+#WEpXFbu+JYL-UBK0FiLC1KPIH3+k<aJ%yad$?Vk}_b@74}`+jKysk
zxsxA>R@sk(95e`REE4mC(i%M7AC*tF_CuTogyP3ojdP)AlxZn>y3A2=ZBXN+mpFK=
zZ=PY1?YHDcB{xsSMh}MD`+uE2JpD0X%`h766w8$PFf(||qq@#Wu@Xik+>`rkcpA;M
z&KVAXQEbS)1^NE+vi8IuaZY}wF<H5z*%h}~mit#sE+mh!NKyKGfTPALv32LbaUUi&
z<y7w7tp`MTK-%DU_)gmSXV=@;mmstMmT+cf8xL<em|9Ex#WPcVY7Mt<Qfa>bJ4^f9
zw)JIr&)epalM20>uT_m3v0~H9@4=5LDEQgoFwhusEF1RbB8jBJT(5=}u&p17Yo&%C
zW$4MV*lg2<Bs)J4L4El2z8x1;-$tkQqrXGE$^&{Vr!Hq1>=#iwZ3FQj4tSV`^mwV+
zSIX+dyimmXy=a2F2QS?{&57xAeHVK?YcgA2O_eQGbG`?=zW|Mzj{aPGzQ+)t8WP#O
z;%@mFg$gwGQ#1HFJ!7|<^RvWleidG|Z1XRED17x-Iy@{6gE{ivm_7$4Z={rhh%?69
zUxUOW{2RLO=?RasyGqSf1C8-@$lGr%jl%!s0=&xPwtXx6mQ2t|k&y;-b>n68d9ts^
zxMy^rP7f#)D_*XCb*PEcxvveE-a{XK#>glK>dT}QBZQzy<LIKq50CYX$)q5NR@Vaq
zaJumGf`1FTx#6FlRs71yaq0EI{3l;i3~*Km1JFbBR^A|Ob`>+|9Zl{Nef1i_a1xys
zJEh-V>vgd)Zm}KJ;bqC@hE|D3IH{w^TStfQ8bw4kR%`Frd|5$PB5$qhJ)_;rdcV{N
zl+%MPAF3vFfZ<qiVmn<I;sK8iEN}5bBV}i@irFj1TTZf&CoKu&i9e~gxXUZXQVKG@
zrA7qkyN~X;X_H0YSia0_+QOhj-MX8*c2rruzIqNUg4<1{4J4lmEyIaR$w-{}c7DFE
z*x<r&ch(+*&)2MFQ|j9$;nsM5BVxdtWi7JQG*>-4E>1Nu(1XMS9Fwjt_N((tzMI-3
z3J$eCTG~{!`uTK{p>SM~21#hFH;;A%ZApJ2Wu3y)nO10^wY=lWS7CeR`>|usCHp%t
z08D!g!6KG4#kzJhEK}vWwdtX;csp7v+0R6Yusvgn7IY4{FG_Y}tU<*V+3UK>$4F$G
zAty*Y;R}C}de0HtKR)ZVSca;-Cji$5I2?aIlrV6Tx_U^Bt5^(CY)rVQ$t1J5<9J3u
z;c$QHpso<x;QTEDb9iudtpl|+2oGVCQeiTv%ph5FfkT<?tE>{Mz?AbQ0-%lYepWH=
z`#FLvUl6sbU-`;>0jDKq;cVK_2><HRwU_Y^ZnVx!EV|V_W6<Uw-?WWnO$Ybsd4_1_
z`vk|JHUrF()hxWtZo{vn@13#om7e?LSYv2+&n+BEdd7DWiPI}``-cL~oVNB2oy9K<
zCi4)!zM+CxrUKGdUUCx(36Q|ztE~6*v_8`aI`~f03DT^Em4nF8!zPV^)}~-=#M5KX
zIvGmA?T9EsdyUuSiNpZ%qH|=6*E-smr`z9AyeTcFF`){MrOr`uIDUf^sE{alpOiFJ
z;}kpRM@77+tlfe;-@I&L$-4h8`o;$5T}BkVKjiuRT-3hU!~W@?^b#fT3ip2-zHv8c
zh(TF9VxwrGWqQDS>(d`0M^;+s3yY=ZrdiOJnf+mDP2^X{eG_{@x;L(;Qd1Ic!1E|y
z#KZ3Q^|Yc6)w;$pSRjy`HV@R&YSFHJQ6mrP*ExaREDkrXl{byFHX#~)3D3wbXe32=
z#m$iW#I`p0WF?X|mM*9!e`V%+8tL#YZ-3z3pkN)MoWsUiCpL^u!2?(t3A3u8krFo3
zJquoLZt1PP>4GpxynAp9pj^_rx_sb$u&e9j_H}ejmQPPktgH?pGbhJ)kPEfrclcg0
z?1ECUYM+2i0-etg2{bAhpM%cgUm5R6xI>eu^-0(==KygG6yuh*dWoi#2vh70n9DD!
zyfS^QsJ>brUXu33r6&xg#iQD1$t%|BzS6%tc;b6@!LwL6_KsH>-hK+5e+Rb5%Anpu
ztr_Xitq1}E00Skmv!sB6{=#wT`<FVq8_tfsy@FT6$HFN4^L3a2isBU#^4gOAN3X+C
zkB^{OAhSzp+lUwnRrmhW-HiY{e{8mh!+}GH`sfj4XW}Rtba%aQH4_ohY<;A;!r#nW
zGds&I-p8wA?qpfY1$TV5_rx5o;a=*A^M@N35A`N^c-7%eO5Q2<lavvllQMtW?ICCc
zqcvB?RisqBcx6gui??aKx>tu8`;#Hr?gA7bVvm~Io){a1K7V+Fm)GWz5!~O@p}9Th
z^_%8{5I?hhC)6lco{TCiQYDq4mxnPrDG6u2e=h{k-0~MKh>a&yJF-?i{{piaj4J+c
zyG?6Q8+3noR(dleunT&p#MMPR0sAPWpx~Psal%kT8fp+4_BBjJu3vEA8Z(DRNGN@<
zFa5FI4W`$)O3`wekGsy@59(s6;tjUr{mtpOCe!XnGJ-yuEgRILF{8SG(uenQ&u@9y
z?Tc%o-#pU6UjYxL_~FrdL?45$dSIf{LC^_IhVTlB!BVd!2!LDa+xgXBkug@>x#|x*
z3JBm&mXX8W9DW$f;LltINUkDPTn2+&0)t5b&L?sN@G{=1DCQmO)supLG+JmF_e?dp
zJ&Q0Nli%n^ww3QYfPgSny@8`jBwC{FmfqTs7PHu#q|V~P^c>3%kxnf@wBA+0GiUL}
zi>Aw--<ew_v-cY)b~EJ@c*B!_dGY65#F?>+NT8$&s8HW(esVF4#dlT6J_9X8eLv^X
zKy_iN{ECd}#`a;F5K^i=4F)WcLI(r$)AEiE=oR3dRwC3n24?gnwkLp=6Y9>1P~A9u
zT2rkqomEm)Vo_(R<9h2O<zx~;CDlv|PAz-OuO^1A;WqP}W^_U4Y9?@KOtP)IWp8Od
zDEYkzFYgE;9HM-ES2<Ou?>%B0_yFQexEdO*0MqXvmzAG*1^nYYdkw|fec7j4i)H*u
zQ^M~5Vnx5vu&HBa>v1C9dq2bf{hPX-CcbDT>ndC{rZpdMwRyY<Ca(ly<qJG4R~^)}
zcK6=VXFb4YGeNc6BTBPiR!U#q3M4WK4DJG*VsKJALPPzpG_isdp}{FH(<b=w6E&^C
zl!2m$3HP&5O>PxYqL)u^ag;@4#&tpVA?Q|u>nx9<Q~M$ZoNQbTs^@^neRODqgLChM
z*z|E1iJg)(Q{*}{c|yGv@Bu$w)#8qg$^Hb*hs3bkkZmYBXrc~}*9h44?huW6%iKem
zTjDxvnot)Oq{a7es7Zsc_Ppo!20gmwaH~2kqg;LABT%=nC(&Edo)ZBk1eq@y9kg@~
zWq6hG+MK~o^Az)yUmycAa;C^@>9DvYKTe^SOIlVqMENRj+6NIEUq&06cBU?xzxh2t
z)rrxR><41Gb+Mg*Xu;z}{O!N_Fikgy#7F9!cF?iU;zo@ejf05yd@r;zso>ow=J5K{
zQ<odqj=;_7D4^4X8<)KQ+jlG}1Pu6V@33_bwhqv;|AL4!+52~4e|=h4XK?cm^3S%m
zqw7*q2yC`1wmw&Xus)YLQu)bHayLDN!Djkl0z06TeB*ljJS0)Xv!Q~n6Ws_27YXzu
zy|H?G;Yz-KZ}GsrfWUj3fC-(*`TLX(#&BL4W#v7SY>uZ4NIZ&5X`AzcTxy;MFpLkl
z?`y%T{7N*HaXG}@0!{Nk=*1hqRr)B7u?7o0(Ix0eW4DW>7u#T(iJejhoJ#Qs@&sA4
z@j8S9kZqgOzY^2hnb6wpHF~ws#nT-|R^oB|#@OBtz;co1cXZT4!T*i`0TJ6H*wm|`
zE<^~NixLRvPi-U{N8q3d(9k+WHHHtg*lN-!1@v%(LoFZB3HL3`;GJaIAwb~vdi|Cm
zf7TTXIDF5xtBVFJ5LpjRj(XPCQYddi;rwVpL^j$_L$~+$$6Ub0f}r(=hCEt9b~UtM
z@@Vrb&bq__3Ud}f@!OvOB_yFLDyKiEZoEGus`aVU{Nhehe7bhRs%(9Bv55RV;23Bx
zd|jUL{s}m~e=GvXhShE~Xz)s>8X|qQ>e5cpw<yYZrqB{PTK%U*ltFoU{K7K28w2ms
zoS6XxsL9W}Lb%Iffor~qy&Ab-T6{JctAF&yMQ06Ic#m-xbA50siNL{g_vO7h?R-_|
z=kVS(8xr$f6=q(e7$5u>%fVAv7<A6sETb7;WPvM{zq5TzM2$;$KG*5rud~MVOvd=L
zISufCTBoO+m!{JYKslyWllE#%Ci%vWy!Cs4T(C<M5Mjba03jQXoeYmu=#jSjF6Yyb
z>7d4Nbv&+oVg|;jlM9r{+}tT)Y&PvJ<1|3CJv~@PhBzd_&;ef1)yY})D<dPsEM)+6
zb-uwReh+W}{-*n)$Pe6<s1Ny797vTv+dl&CzI6qqcv|&EjC^WtEh0FsfP_n0y-5gQ
zJ|hb+ewCIYLZK8Emb3yMG1#82rbE0EM|DRC_2OP7U6{oOh7U4>P+E2e+33_F=86HU
zB~@v@Mc>+DzsDNRXqizafV+(Iy<Nj;9#)H0L6l4hg~BF`e>|}fMQs}Ylh>H%)J-n{
z@+<6&C7*q41^6mU%?L*uhKos)*!qW>pH&*oJ$puc0tXLoOB(^^Lod*Q&0=x$T3kce
zH!F}eGh`1KO`Xi%2xD_=k-N}_YxK}m^;s4-bEgN7cn^p%pAhpNG<*<)e*Vm=DfIZ`
zR4>otqYtT`Z-fM%h&_(Vlzz;^!xOgPT$J)?<otFuA%VI5$GpkU>G^|=+ImraeS?Et
zuD;y?uIuX@{$UrvF4}e<5#}++A)7sR8}*3Owi#C#omu*1X#NYCyz)E7Rf9AgmicP`
zUYna!?61<=+7U0^EK}U#7)O?5S@UGlevpM8<a8x#q;Dh}7S%F};1iRptO*NcoApb>
z9NS)3n95IYvSi{sTgsaHhQ{#A-PN_sA|4SPrV5B~M!$!AYaL0Y>@RNkxv8BM9UC;E
zOr(1Yu7cya*vxFcy|OuyigFY$CcG|~hAVceDztCi8d!{K3RT4<MH4@5kB|vVMFrve
zXiw*I!fd3u`SuCdwZWx1OHE=El?)~snaULhhmNKTZoFw-G!uKX-O%A;PbZu2^5LG2
zs>G99(lQ0g)h>Q3IHpn;=)-Z`d+LuJhQ_|{|2a6w5;uJ_o+Fk%kkph}T~uXw{C;OF
zore`|Q%>PsfDa+@@cX@KYk4_94~JdwfWxUg8a~SBjmMqnL+ZOT#e{5+|6r%-I22T<
zgnZCQ(i{)`sAcn_3Z=%1$5j1gO4zEObwj9#R7J&kFik>ikF#iEtvCkfSnDR9I2M+S
zc!mhBq_A+V6UM!2R1fY%lloSnm`dnYZ_(Y*8DZ7<M&Zo%7@4$zc$e|XdYYgRQ$r%s
zz}8%cF?95Im7q&CQSz@6tmqH##&d_lAdep-ZVJ124%}S@@ba0)Q+G!W2BNynq;yvF
zWQ)?Bgo<hht{N0=`d}zzTYRIH`yeMduOcU-^gg6kI#(8f(Zujtmgl{=YRUDbH9MUW
z{kpldXu+p|9J$Vg?`F1lBeub=#yOeyCocuLx&=FHOOy+gOKq~a?pK)C`myrOo32I1
z(*nVv&VDa&aMCkG>?z*88*gq;GTIxw#+G^&3LU2~0)nBCdZUVRJX$*LT(Pml8byPZ
zGEk5<me1o@C0b?!n`6ASK1Ok6X`CePwYI+T0*8!|XQg%=Z*451Z{@AIe~s`xFDxQE
z>*E&Cfac0A-c`$323BSp&q4{t@{+bPS<5C5pIgS!aZVIm7*!}&Xq`OoztYb$BYT@W
zIDhZRy^$=Y6aKylojJ`1wJJxw;S+_z0DF_<3ebW=wY0=frE{Jcv+r&VPQ}1NJ8;Ko
zLr7k{<eJ!gvOu+m%F1P9LzPHSq=$SWM}3ytcD+q7p|Nu-!u}e&&*X3kui-@8{Oqo4
z1Ew>Jj7>>U_*+=ug-liu;-bt!NRH4;H-{ws{uvWZWsGI7u9sgUngn`wXy(PEq~B&J
zGdgIxx}FY0;_a7*Hw3tEH&`#CH#plRP%6J1kyBsCudKeGt}o#0O8y-9;}3#_Xjt-(
zFAs&pKjp;}GMnW|t=ijw!zh$)KIW<y#3td53z7=9<A)82DE{H>qGwMpDkANoF}jLt
zfURAS_F&<pQ=6uamFUU&_)bl18Wmx1T?-6{cZ_FlC5lzl-+4A5VuTC}k(}Kx9vIN5
zPWGAK4P}~kF`g#DwrALSY|<1I3*@QPOH`6+rt-n!F_fD>3^n)ts>3fM>U1<|X4GOo
zd%7CekgHx%4Pf72D0-;d-MEe81?{@73@KF~aRLpR(EVPotoUvf)<Ie7Nr03g5Es<Z
z_Xr+kS4%!O%w|Ql!hAt*1+o&d$UBkRHJUOiZ!?V!zMTk*e;o!UjNxv2V0(cMW<I;n
zm}v5u7vm3Hpwa<ywN3`XbB&4Gl6VgtRA|}?WVfP+U*9G3b&*IIeh)YNZrOZyyJ33<
z_3ViXmXx;26(?#+eU8yb#};jH66VfSDBCE?!|7m-1^-d2wUX(b+#M$!r1|ktIxAXk
zyhiND@rL!ni!@_*_H;i#rrTL7b@vu^eB(^T<$5QmF6De}V*by?n-sUu0qG{Qim^It
zv9_$YrC_7fLPNPUij|0!W##6Oyj~EszmqmV8N^Lp_98I4{3Qr8zA$n<ou*;4W>R<G
z=O{qME!w&9*$KFIC?2L;{)UMe5flPs1i@%$=Yn{&5u_*B%`~o1wTRE+_U+VZT;xdd
zzm%iUkVHUm6BaMouA=JtWD4#8YYy5TBQIF(Qjd8%U;i^3>wTf&K*HkL0DIn3aYS>e
z;?J?#&J%JbgSEAm^ite+^%4@d)+Lx`?{ZAbdbTGD;{tGc;&*NjxGcn_q5|T~PSG7=
z!j>SxL{ncb&P;zf238q0>y(Wbm@=YmOHJ;jmA-wKwVBs3dv;dZG*+mj=gP_||GGt$
zz_uc8TzGRY=3pXqjlEoZ-fh16XEq}tdbZADsH>efEqrGC9qim-W^NZWDI?vJL<@t@
zn{HrqzdW%pTXtcU*@gJ@i1_gP53`=2qDqhF3dl7$A*ZD^i>x7|N*4_<j^$aS&5Mgp
z#04Xr&D3#k9gja^3?whAn~{^5mVR!xXT4wLp6h-wLoNJtj-0kx!^?R>#^j<_`EnJ#
zgX?8hr5MFlV<R1P{L7F1!1<g_--yBVPM)9bOUqbu5v4an4r0l=BTX*%iUY8_vwmUT
z34g8F9vTjmPI<M(n>suUpMe7_T#wNSu|~u*unP4!wZVzzFNi*_b(21R{PpU1>$rm7
zl-r3fr*t#mo#OQk%Jw2ph3zor_QE0fum=({I*MeLeE9Ylg)}*Nj&jr0_l5flr$i3I
zA{e8{&i?s0wo=ZQ%Ihy;70`>jvfSrNb7DE)?hjAOHj@Sz$LnO!ZVyiYXbx@EhDJ^N
z{ucZqY0^=~>+48P*%53r5RJ|1Cc+oPBwgyF%3}LYE7_lBvA`cc+Q%=H@hvKR_=~(U
zPa(}(8&q0QLY%zRiFmeR(_ME0jpIMzyu9f{eetUDAE$Dc+YIVh$-&!~IB#xm$8s$N
zDxj)T@_BMi=G-aMs8xmsDJKDi%A)h^{CVOw-A(gm^O<eXg|O!YT10^zsRIRX#%tu#
z-4<*VF`B9+!?6Q5Q(DAiS>A;5T`$xe<Y&6p@Z{vkbJAA(L*;Z{(7*?FsOKgKZto>+
z?~>@TQ-j_2{hm<WA8;SQB$Lbk5JgQTz^^;~Oh>=Qv9C}0eT1WNM}FU>!_TW4y4BS+
z<38AwG~rL{&c&TguD+XC8Rm2F&wA?{ok5{7W#Gc<jxp-A$xgeG`cT9?`<OW8M!O<J
zj!z<kjWx1_cPy!6vUzWfT2@TAonu%t#XqfD>#VcUg73|aMx!*GsCx*XOp=>%PG>`d
zC@_^(#w1_6$ze`g8U#0r3F~fka)TUm@+2V#Vth~E{ybR>{&^o9cXR{}9ET9Ke4&GI
z2)o?8jX^JppT1LbO+GYHeRND+d8Z=Llt>x+d<?gg&-Ic_D1><|$bLD&Ct>XS$GfJj
zaCDNo^aHn<9P;GbRNm)WY!;WEC<5NM=CcKL;@hnm@!Lc70khW9y<f0o@`8Xe3~M+K
z8qT$6P)ISTO3W?t3ZUq7TJ`ylDx6K%i_HL`@9#^hjV|uz4TXJX&h&l1!~(V%<dR7+
z0Kvm1!Lp?di^j}BTc6(I^v%!rT>D9}(=t*T7T6Ll37m9g(-xxND5W&k6;e!iIJxS5
z)?H}7*yhGaUzI+#y^nQt+N?1@y$w)va%;6hBcazQs=xNim(LrvMB}51=j;Ey0=sB;
z+ny|lPI5H%S9iJ)Qmb}Zb>EQz!CH-5(>@8kgt>%TK^?p7<XkACv1E}GLwoZn%K%(0
z_Jx4H#_KXCO6u=?GK-luwT5w)U3Z%;R_gacn<|U-W-@{nKMFTduU4M_={Kusz^6CE
z0<L^)R3IaU%RrwoW_mSYT<6F9qKQbqzWwV!<s(t0aalXYA4hfr)#m=NPwe(dxMj7W
zeNgWi+9axt*wb0P3un8Hx`h2eodAPzF*A#ST5Hxby*k?_;*loxT9vYe(DBPG_MMTa
zN5pJSQVJ_rr$_mVV^<3jQLzatl^kQoiM=^%_X>5&UvHhYxzBc=6_l*v?&L7z8sGeg
z+P+>Ag~#OwjdOgF8ap{`!x=##D3Ply)*DtK^kBw^jH1bpUJ3nd*b=|ytg{`6J||<V
zyY3aMOyH6gZQ`mkErZq3>kBs(6gbk)`ZZWNag_ELlCg54pL5*TIPUH_ie_UUgw3x~
z>$$1+P;KuFH1+qLt?i$@sj%Ew)L)<Z5;<DZwlKS~-k2TFe$OP4O(<kJklJWsxxZoy
zH?xX{VQ+IZztKif$$iG9UX<kjCV6#zWwg;)Hsi1t{l_3&dY&8lv_h0B%N~S}LK3Rc
z()ny|Hvx9<5@c4L^ca5$sjXpP(6PPbc+rLb&y1)TIv~X=cIK+1?$0965n0NZXOwOi
zKbqWr9*v&+sitblpkhWNJyq-8U4bS(5H`IUHvKqe*DN{Swnm`9flT76E}KTD=DOZ+
zP>0tPukB|Im^7=wbfbIsobBp|fBxIG!l4efAh#2u*H7?cGN2mi?bnpo-%!wxC(8!i
zvN9GAXy2r6k+d<4l^WmHoTTg1%;iQJ6y~bbL17jy=4;5;67-WrDxpSWd5gJDYpG6`
z3z<F1q3d{4U7N5<>@Iw;GR>@p0SHTBLFUn}duXPxrbVnfI~8gZhmpldECu!7CAbw2
z6jB@e+DtYCpbu+!=9{CyunVRgBrz6d|AgrAe7noVQacXObL4$6kKaow)jME+-pU9c
z_{5EqB-l@5ZG3ULywjfUvxS!PrBKzXd?qv2Tp@Mk?9JScv)>J3FOp)`@f>jfO4Y-9
z=*7ckt;&$xl>!c<CsVtnj=XNpx=c1j!`ax?m}hz~3pr>qIk~n%jacWAD!$GAGFuWJ
zi=jIwV#xv_>)M6^9b3TUuV`ZXtsXJgi&gOg#VU=*$9~&Mg%zhmVVO+hMv+cyW9jOw
z1+y-S7+m+k+mjy){16%M7Ed)jnE$aKECYj^5D14vC&o%?#Plf!e#{z!fOj412+MP@
z3D?^C*ktrcvg6hqi+wmlt@URKt~jJ9E#7VS-p)Cyi#ofEaEn)RsgL<yvz*W|!LCyO
z4$-;)c3<M`Kz()-Pu*X+^5m{)ek4Iah4Iv%mEdAR8k_uw0{y~P7RKGQh-sXBX`N-B
zfav26u@JfW?RSj3Iae^71+sT!8Py*+HJ|<!)#rUW>8Bn<dd%3~&qw)n&zDn3r%Puw
zI%n7PxeQdMPpWk7>*n?sv2=;prlK*D%VwCE+n&viHVYJ7;utVoNNFU=XzX**NE0T>
z5E_}Vc1^)z*UsB8wmVO@JJnbWuJm2uiK+3T(m0;l+~x;yJ}PH<szuQ+V<U3T<u>DH
zUq|MNQyKRPxKM0YWYtXL<>lkaqRJ1u5(!u+#BUFBGq}{CbZnSb!K*<A#0EgqJn|KR
z{T$zX2AK<FPP2HY!d<OWteNMFk-T^4x|W&L&%hR5v^`r@sNaXDJ6hT1H#p(>SVb-2
z$wGS)EP{mwM&L{!YGr+6*}>|25`8px1w(A?B3^{uUsdtJtT)JmYny7sW=~+K=RLb;
zlO4Ux6=0MFFuf)awX;<O$X3~n|6rCV?mc;%l@6U~rBbekRtY{e%oe92RdY+$|K!4-
zpf4KA$R-%#;QG+HKbG!`>-B`K12<~4S<KtBJ>}kIS8(54^9>%jD0+$RQt}yO36*6L
z!J_hUVAW1d*9?g9xRy5kdzI_8W0-C%`L9lVaz)}lxSn=$iW5KY#6h@oBbdng23u59
z8Qr+a9BhK|rTH?-0DYW`gS#z=CI^VZVui&=mz%5b>C|vJB+Qyj_wtR*f@;kn3tlIQ
z2TKW$?Y~q<rRN<X1DBZGyYHpknS_PQu(Yg1AyewH57kh^n49GXPZI2sHnjL9h-O@v
zaxpjZgT`(6y|vrurhB<;|CfWG!hH%B31BjiFco0MXtAmBUcDd4e!ksThktb=tpZ7~
zC0cS=A!IRVA&$<UD=0M0t2yP$*84$CRLDw#4!?w&O*r#-19ccRv~sj2aPn**i+gA0
zY!;qK$bFC*+B7VF{@1!dY6O6*gTFjtV0T$+aWH-JG@a(&H8kW;rhKAK0;p@_-UhYX
zo87%m*O3({$mm0(80GTAypF*k@B{uK7SDl99DFV>zq((qi+3)Yjus7?sp(%2?759h
z7*r;h6F3(3`HBy0U-dy}^L;f2@*A^B4pzUQWta+~U6H9IUF=qF5Ur~uSmt*dslm?1
z0xni6$~M^Ck9?24ACrG%_`UhTw=64Ubg?t(;^)?+OxL=6p{zHTLq(R|K6hS;`A7Nw
z-<VD|hB7{gNCd=a>Tk2$FDhTgl(OSkf+h?I#7YoMFf?WwiAzb1_KUG#@mcCO((95n
z0|#p7q_)1w{v5;{l7o%kNOa4~IytXN^acgY2eiV7xF;kjmnzB(uA$v_XIt{Un|ObR
zQB-BmJyx>eUnng~zli@Us)=YQY#5wv;c5%=6a_c8b&@m0^=LVIXV_UKQH&K^Mle;?
zf4Knv9nrdh4G`QT^GgIsG0BE_x)5h`RB0X!bntA#gd<x%n390F?S~cgdr3wK@j{wf
zSx+3ZUf5fs=Im+Z61S!n|D`~dPPps~dEir9H^O~txN_uj&f!;SwzIpZX;$d)GUxT;
zpZ$$U*wIHpE{!pi1RrIqzNCj6vKhQuSJ&2CUFrk*?Aue;msd(Q=0#4hmBhQ5+MOT1
zK|k~MoW%)=QD6R6y5Co`yoF2fPyoaR5b6jfQJ0y)!<Ur<*QN)R_*H3c^)Usu;f?54
zGfZ`}(tO3ZXRE}!oNnohT&A-LA$(&fpCXm0*2+Vatr{H{O=a%)ZG%FzD5l3V=_R`s
zUNf*rN(7r^1jd+e_vhsO`0*pvfCQR{DR6=h7V!gf*Siq-4XGZk!23aPh21URta1$E
zPqtZ4eLAQrn4NJ_+3u>FQs%4dqn7}BWZ;g)P<AWDoivzqBG<V$T3NBi!e8*JVRt}=
zHL)%G-Nsjt+jKS3J2~1QrKQFCau%gn)k*lXos;>zX=T`|sVfHvU&G;mRTK?z%5a+s
zg@j_*@UW(KNYH-7JS#ovKZDuB<HLo_ecaO)&|j?gy_&Yx>c+-R$tD>zIPLffeS*KX
z-pYBV<3?nx`9g)exeUAF2m1~)iTp|IF~CQ$(=v-ho2YDef9A@6NX5s3<=U<a6Wr}S
z5KFEDk$sL}mnW{pxTU`i8ko1md$6sV(PC%uf0k5GXOrmqfJ@^BT)0f9anByA0B?o^
z?Y2B=TFi8_r?-vBv$#7Iqtd1@9QdOs;O&>am{wK}FwQj67Tpm7DS+?HAC*yFw3Wbj
z>~DNAItXN{B?(p8g&y^13biJV>gNlygd)gdlm+Eig;n#vc&^Zqa00h$e22DFa$yC-
zb;Gy+>IWy%AU-iFSvZrh$c(#DZ_o_<5@wJ4C$wx3NHwoMUq@zBSlBq*)<9rF$nN{H
zTfKT>Tt<%2vh6PUvCxYY-zDM72?_Z{mVQO7vCxf`GjyPv#~dQ^`|`m4!xiLw%+ij<
z{f!tfk4Xg6!Uh8xquxe&QNS~Fh8SktT=52lAY!dHyabQcd>S|otso$N;Ng7KiC3t*
zQ`L|ApG1-ctuNPnu{MrQCroS>orFsT701NZ@{I$Q^R~!J{ig9QKDN&)#>gQIvGC9C
zaGWm}odQY2u!>`=r&R++h<kBNLs3(Ge>Cy?vx)L?koM&6@63Kixa&k8;QWstV(_AJ
zAV&ZH_@P)XWH3hHkx&zw9Qd?Sc+eT!A;lUE1Q`tGJ+J<+b%Jj*$X#G29{e{1LUTAC
zv9~>1kU2~TN!Be<9LoYHF1VThs@!MGxK2(g;_IRYYXE<zi@L|~-w%VVxq6%s-SE#Z
zLBTGFi}L>=y&W0(4{zLK;lczi504nGUl12e(hm4<fGt#WA`RpS`@A{6*pSB1MC=Is
zGwN4#CLM}C&Zs@75XWU7DJ?A%90I?C8p7ol4$OTbF!v}JBzfSM{YMN8lK4H-(ix_#
z+w_7#6UWY5-57**A=4JAv1dd)x6Sf@&Cl^ifTdDYDyXID#G>0iP3st=NOP1y+{)8)
z&$&-4V_YYp8V6BdnodhM%Y;KxGsHa&epy4a7(Duw8`1Foz18~JuGe%vl!`m68|r@e
zbPR_`0IlWu7>0>JL9<f!yTOQrh+Hrg@>(bz*y1R*Ps@rGKW@)fMAue^jChAmZua`9
zoQ`ClQ>ed99v)tLL}bh%WB7z57(C_@Mg8g@F*+2FHxWtJt;+?4AiP2X>To&}NnCON
z`!VP31SVs)k}?K5H1*eK!F<Tv)^>#og(__*SR^2QGEoM!X5-kkc$(?8-zFc_Vo53<
z3rX==Jo=ygdeWy+ujYD?t7r36CM85mUk+gMefEgiygxnRAsMARtESD{KbTzvgFoV+
za$lY;;)4Bph+TjD5Q3E6RIKS6`0DWGzh<2=R|lFB07mi{)f=C<V?(N|cyfL(H_!Ei
zBJO6|sl&BOj)r@IM^6NYmJLTVL??K)aIwB1Op}WMO!q(EozVmdx1`<(+CgxZRIzx$
z_(({SyBNFTfk8^Nl|jo2P{d#<?LJR7-v(Z<hiAK9rZy|5at${Np}DGsVM%xkyeTc;
z1cki(E%Pl!g#+Yxg23HZkR^J!`m4U$^L)fN);gU{#S%c^Nt#VE6`=gBOj3kZ1?1o}
zRoU7$Pj$W6e5r(Eeiy+_qUF35!A-lWYm-&XaQKoI%f!?^ka7<pj_%)kCaaNw@mhMT
z|5J!y!EeShE&DZ#C+u56HZ}`tg>K#aUp;O`Iovo7nU?JOUBDzpVKi`E!e+Hnx=+lh
zfE1!m%Z4c$q$9SkTJORqfV#o>_m-kLZ@LHntUkxku6d=Q<be~|Lrc0KcXBc@q)%jZ
z7b_CI`<fBBF&X=u>ZdfaMFb(T|BW-iS`J@>`0P;lCmMGAxJ&P}Y5b_$CwPp16ij@;
z`>!qVsp!uS**#7h^>GSZMz(-0sjfp=_+~42Kc9$OL^m43vSzUQOloU}ZDjLN_nS`e
z#^HsIH{1(qXoG@?d>S9bg2voU$K+f~r$1>B-z2fhsl~H^fXk&aaFiu<I+?v}qc{8i
zVe}^HudQ{@UCxWM8s84G(8S$d(K$Dsns7>dO>(@UySCOkcTqZ;m}H&?f9t{Dw^99L
z0mJwlM17P5tl8m_SdQyQH1zsKSY;b!e!wtlHnpd}Xt=*}+M98gFXEj3nj!LM&}w#>
zbcI33DIc7I8&WmaG<{DM&zZ~#l7;j}*B!R{<kvdu&~^5Q31Lsbl#)DvA^H2_=<|Fx
zdv=a$58`u=_(zXn#=GC;+3dCh0A_<U{{3U2kROAL<gX@xgoa`*4FYHj0%`PCaEH_j
z>+|)+`7pcEci~F?OL6=5080B+n*UDHD>9bQ_NlpSr7i*-7!i>Bn2V66zq29c7aa2E
z1lXEr5Q13UJpyY<2VYAzeb+Mc3Dx36rDVRc_149oXEmRUspq=$2P2iNuRfJ=z1Q#e
z$^UuAN^eYUA9pdIylt;w3TkwZ$|eGptXr&YOtCVi575TqG%&WqV{o?nu8akRj*awh
znN25D1=$>SQz@d!|D(;%L0RI^QOVVq?6%6~Q{kW)ahUJFwE7Ph<;20{O-^ud$Z}M+
zjzh%I(&q+-+=g>vt|EBw8yJfM>+<jg!2=r01m4Eskw~s$<*$ECk|2COMoMVr@kcBC
zu*EVJr1X@^r4P_2A-~)-DWQ)Cc&TazqnpHY&1}f8u9Sj8R&2o&a&xf*;P@k>dp8rB
z!$<LM1v7kN<mn|voqXVTauu=&z~%rhpODTK6O!EV_)#^=zb#!u;|&aB-dTbZ$c1<t
zZ{e3l)eP*kfQ!xPxHKuTT6D5-k%<lS6Zp#dw)fO|y!ZeQ1oD3eAFtB1n)mNLw$G`R
zODzBQNQ2}3Yb~~Xd!hqq0fvwgvP=as9I5$D>Dnx7G&nlls8Q3q`Q?kBPViAggfu9G
zKwy7$1-RAUJa&sK%Y<AOkN!PYOVpSH$s%geE6umtcu8+E<?;KkHN((}8nUmG;)<{g
z3JHjj?Uoc*34oD>XUA|CZ9%V`itvh1)!QTQ-xf1Lr@Ln!w$gwg*mbBhM#mxM(UhE2
z-{cdLRG+`Gs9xw>(YyJLCm4Ha@ZxQMkWTOp5to}1b}!DSe=Jdu{bxwnV`|=Jxqn;C
zfs&2pza`CIpWV~aF5!dCSIv3idL-_SO%o?k653_7GY}~##EZi+Q9W_anI%VBTK$h6
z=mWX_eZ|i872OXFaiIa{*6cMuT9cXCG%ZxtG@ol}PBRK>!oeYrs>efI4P+?;{>CC2
zd?3TneO+h1c-T+G;`wjgtOjNPjz&sF1riW<7yyHY10oE=5o`M#13yDFVs?!{g*~v+
zBg=}b%6=hgvK^n`sRU%n7<hG$k8sp|obA>7fBCd`U9R_|)V9V7{hN4P!EC-&MzUG?
z>*D_7cci#B_oFAa+p6`$;jcm%3!@{nqmq+5{<9_^V!o`;Z!~JFvIa_y8j|X}^kf^U
zGF5)*<5<LwOW7{XKY1M2H#T1y<fn&|kr!1%B57=!In2?UqmJ>w>oT%MOMta@doQjb
zw}p8X90GR>4*}%$SA3e%?t83hD0(Oq3~z@vKS1hbuSTB7o$W(>9wB`=_h;GTwrbh@
z;xTGE=Oin(6GQ)ZNuPfHZ-V``KlUVEu$>9M)HDVqiVW2ToDKI@7-Dga@>tyJX+W51
zItbz?I}>S8Rlk4a&;Q>KBdhsKNZy>yQYf&sf=9dXgB1Mi=+ar1zO))KBw+MlRsxS0
z*&+ZKvs_93*uM*}2>~Mc`w}%=S8zA9_{Xn#)s}~hY?xn+*1wx&*x%Cw1-jwQFP{t5
z8smOFSWfw8ck{sWF8GV~Cn!`*n6l+FiBaMcKlTXiiD6bW58cUpxtGSM+sAQR?v^|p
z?xA{RyCcPz(>3-Le5Uaq?E!y9DuL?c40F+&zz%Jj7Z5Hu#266IAsJtlIMhZ%J?7KP
z92D}1B<e>(MBZ${jDutWft-yM0r;c?3ViS$vwN&=JXl<+1*01)!66So%r8ve1XJUK
zjWGi;eu?n(dT=^NYI?Rgl<9QY;S<-S8xH~p;~T0t*czgkgL~9~M!ngj*r0lK=8C{^
z%?J4Q?F)emcgapl4<%1-HNfdsgVN?c@&sO27XJE`kqrktm;9qrjS3Z^oUGxOU&B(6
zCG>Gh+|juUq^;Hr!rFtJE4B_?;w5Tw`QX|jA7!ST?2Wq`*--8(N%o6`?jwC633Yj&
zk;n7To`J{dV{3wZpEhme^-(UK-CBsApBc`OzsfS=yJN1D6xF2*y_OaPsA^LJ!6Z!<
zr2-bi#Vq$(w^x}gb8Wh|^Q4SV>EnYboMI%#hae);q)}gN#t%uX&mY9SDXhlOM(b@p
z!Z=UWcL_{R7Qk4Xl@$_KotQcb9M929_dPA_vN5-)85;V`=ucimMz?0W+pgz&(;-OA
zZmHx28&l|F3O_!%c1F7^2jLh~fyrn1)qSx(9ncEpV047$1}0Os+{pJuf9g{(D4TBS
z<*sykh<nc`-9?3<^9GV{1||QJI}`^pO(P>^Dr~mI1(A-V=;+pDYi+(YQ7x9A#jZ3?
z=Yq8xZ;&Z>vMWsKjWL4)wh3aocUDhsV`;17u>F*EQbanaA6wiY6qzqc<L?+x-jz9N
ztysC93Yzm}IWAoyIZt21PzxFVW?uFZI*H@Z@ePgpl&GfN$;*;NIRFUtSFPDr>$t&;
zLWQIIiZ(Yf1%)h8-QBru_Xr9+JlK(%n%q_^^=U5oxC`d9LQLN<R!g}0_&mNfzx{5h
zvE`-UOu_PfofAx60}hDkzB$T67EZXDBkuL|txx&IHHi1)$srYTRmACSXkEGC6}rG5
z3^|hnC+N&CqD2m1($tMdle<m_y0~{%kuS18J7f=ALL6xAnL5&09huZu$*ASZU~7!p
zpVLHzc0H_#xm=`VvI<7qkvW4yv{67=l1imU#Ztpms^i$_w0Ve(LYk%MrITgK9cN0>
z@DUi6=Bt@B1c=9$x9_7|jf<J>$%abtgxXY47KM(CF+!)SQxQ+|(=Y{o_5e7~A(Uid
zcRa!Ter)65T*2_ks0G3yM@E2;F$ljHF0Q$;ulW<yN#?(T41|d-S|Lv|B`k!v&cx>F
zD5&{ntN3kiPo&h|&A2LKEofx$b<yNXc^wN10VC+qa$~gsX4}k?A%ZhRA6h=lOz)ek
zHD5|_zaWg}>{5tB4K9K8?-uL=Z?^a{ms$XG>!5aJ%b`I770CsUx}DA27-z%Qaz>|v
z#ho90KRl_iv6V!f&l4Ege7DB(<#}ZmwhJ)zP(EDQmBQ|IG8<uT@evU+Ams-#_{R`)
zcmhzOEcO_-6s!(A>|dz;83tT+Y*v=KMn1QF0s|XB20YXNlD%-F8HG;VkWF56Aq$S$
zGK4tzrTQFik5<95UAF$FT<jO4<;xU_Y;vO`dhEd=TEYN^5f&C6Hy*Sb?hDnn-H|Uv
z47rp(5Le6VRWKtUhC>}@?We%RHLw0bMjiRJaK?~r&q>T>_tkRIWcae1a=g~)-Pw-1
zkO0aW9orjl6L2(Uq%^~N#ld*7I6jDoT+>z|9wMi^cm<%!yV>D>`|Hy?RKq@QWeVEn
z#Z5)^46Qb+xZ@UOkR^}67DKbA-Lu3|&{2k#8qXN3&0P!TEhKf+Z^WNJ<~>_-6_d-*
zey-yMjAHZJUvvGk0Mv1u?)=Y%0ot`!<aavKzE+zUo3E}0&DGh-ML}O#LkE^9H1DYD
z^zdZS@Y2H<fU>1PRhu(VaGt=^{*jS!=dt^eY1l@rc&>U)>~KlFZ&Oq9n>VdCTO(rF
zAMx~Uh-8%Ntzrc4)7BQFtDwqX3*zKQQb=(b&rZ<T?C;`y(Y{OVtVijUC_epy0tBY8
zDgy+ugne`K5jt8PF~d-hera4)ZZVBMf6>l?O_`wJS~n>l30tdf1`xwj+smnU!H&1i
z4R^8z0t#z<T9C#x<M<DZISS&d3+kB^Yp6R%*Kzcw36bUIBspun_T)^J--e|`Nm<{?
z0jx--J9SyfOs2%;b;E7Xd@X^yh(_OhKF0lR;QlsV0YbwL#oO3WI0363`G5l`$|N#i
z%B0*9eArLpAvn>bG@WwccNKEWIXWm9YUJAp4gvH4mmxUyqmNL8VXwg1@H@g%<eOtZ
z=nS`Wp7yjS!D&0u9($iNy@BB*lQgBm9?;~Rd{BQYAXF$dn!Q<mO~6>{v+l~qf7Qlk
zvzTUm3QH%kU7usb%>o<Aqi*OJY}k6`t%%1A=P45r=|F|Y46K=V00RU%nqRuVB`*S3
zCZ<;)Kz1S-gvr&NCyvJ)VCX`HAY4TXT?EjDU!I*}s+lu@2NUib-!m90#c55+!NK4C
z6|T%unjm$u6kU!dvD-WwPTZ{x2FvMWo0p?L4~6ztVmaBaV3aDRhx5f{i}y=Y3&WSp
zUNar;AnCWqK4dT_@8nj8BIa0K@j6+qSpD7PE=^*<6b8X%Q!lD59gyU*#tw>6j8_#e
z8QLMu?%3q9LdlKeLLDd@a=TcTY%Vtu!{Hptk!0BAZnr!@w_E$Y`R9d2<x{>Fs~)7O
z?~TN<<%Fu^jY<VZ?@R9fra9XyB?hk8R$Cg3rW#d22S{r0=;A`=8c?Mg_2l3rpAPQ5
zk>4e#FOq2ZUH1zMqJt@ZCtvLW8~IQ?F?e#7#y!u^k3lXzvr=psL?oFY1%XZ%rzRy9
z%ZhDBjRF>nZV4?ksDaHkH#28+B1bGfS5Sy<E&`~3f!Gh3bGcH7YIVoVNWhO`Fj&Sp
zyYCXMFj80IgLQq-SkTOx19OL{4r*5@7YO=6AZ1@~pq`ipTrq2~`o)Z!gN>c}+cMP{
zDfwA_)uj1b-MRa-{k!Rf_mEjQnxH|mP*_2Tkt5vEN-$Iw0u_v+WsB}YEjqqgjP5uf
zF(0kms_HcZ)sUZ5gWGq&lKLbAR#-Rvgz<6Syj(3m0<a>7bZtWIMxCdMX*yG;6RA|n
zmHI^sPPKtOKmJS^6(Kz29-U*oSgTfZxGS;0dFgH&Ay(C0ttNi`RV8`aN@btE$~QPM
zE9ZW<08lfs4rZYh(6zy9M(YLrsE<h+7*9=8QPxmcZ{0Yg9Ih+_xR3QKcSc2;Ozn0?
ziU7uEcLAWyFkg_uHw*IcEl5fx8@#=BCl%I5BUfU~(XBESzy5OXEYJPWLiOm))#-27
ze)vy0$YA=f&m|hp2PB{bGU~1eg#{z;jsXi+XL{sEgwl!dOzG~#Gz<_D3iT_L867*F
zh&e5lEJ@lwsbNB<v@8alp!3xc@Fm=flN&B}-lm5J5vRThG#X4Q3kaZyUSm>XtkRuK
zk0`n7h`yaVE~6ykwiS4O#ius%jPxr`punDroZPj%T!q0sYr}mvTZcwdf!0Hvu~bWe
zn7OR?zo*6`reXO6%B3m>JA+_-S+&%G@I5%u$Qg<tN$+y4q#8If)7D*GiU=mC@~XI%
z3%+6WkDN|7!J|UKt`lMKHVDV`_@xQ~m)*C37d>hA8e8IgPa%JJw^pvs)|wE%L;$fD
zMH;N4iT`1Rt6oO09h+@(p_#U2rBYy};g<uLSxr$kg}~YVWm4SbvD!@eS}bhg9*|!e
z1gfwi=dJFOyw|ZoJit&m1o7yeVuPWkwL|uoHw@rD5sD+D4r&R?HD*of3B{_+W@NcC
z@n7cWQ)*k`$nR)*5K)eglr~_vlse8@Hk>U(8$Q*hK?MOz8Xe-m09aJlFb2t4vM2`q
zn~Uv*!dh+TF_05&F`6if%Wx^~jJdLvz3v=GV<OMVfmvS|1v^(4^zM_=`=G23$NH&I
zlCuf~M&D#Olf)IkK%#rcgC>_Qsa~Z|#|wL|G3S~LWLlXD%CoyR4RuYk2lS@7ndQj{
zc%*<e_rFMc51^=)u5EN9M>%Fi5d;AfNs?p<GAK&UIisNDAX&ly9s_yEIZBd@Lk=>i
zgb@(Q3@`*G=aC$SfxkC+-v4{Qs(b5J-L{GvXJ+?a-MxCPXFY56>}33-T&F}<reV2m
zn0g9`#YEqBvDH=_0cCa;Io9tiH=q5|OsSvPN}|>5wok3F9l9*1yTn5BpnVF46Omxm
zH+glzd3&1)DeUh1_2Fv}RzOA>AVO}Bzm~5&y_XFW=Rzs-=^zZaO5aunO3W^UXL`%W
z+T}g@a<_8St(h%myjW>>jMpuMf32s61lKz0FSGN#BHN$GXP|aBb235_LuadfxHK(f
zd>LqlG`je|PwVZzqk|=ou<HU*q9DMGNx%%aNxznp+6*3z7_1l^5hty#<GVP>X>Re~
zR=F>VQ|b62;JmbJ%eikE%iuN5{&vsJ9X}l%FZipTS1@;y{~!5X7fZaEYhrL4FL+>h
zNBk6U@E74~S@mKcP<E(|i@c>rOHToP0*T%(a&$-^MwcqYV?%#qK}#Q5)5|XsV_E)x
zeWN^q1=%BSR{w!hKGHjiMq8lmyK#*nq3&g+`c}NYqDgDMtb#in4>0<mRk0v=NE6@a
zLn~$ie=UV|N*G2Bm=Kn_?GyJa_}jqx>F->n2TK09Gfb$&R?MO72D4E2W~5=pISAJV
zB13Y|zCLQg`QF41m%cftm70SVcaO!Lw|b;DvaHNZTKcZLQbOsO0@!DQ-N5fvmwUAv
z-QWEBuuiNdV|T<5KYI`Qxp60&J+qo{9+Veq!x;z>pSgEk;R?Bic$q?javbLtm5)pJ
z!G5Wxo|A%^B0uV$!*1T{%vr6MMox;h1{Kb4nh|4~>MR>wT@$gr_S@9E&!(k7iK>M&
zf5ScN`HV7BmFGM&aBuP3yS&i7SA4W4HY0wev{q1+)R$vVYkVXmM-XZ6VJDLQTy%XU
zwm#3fWe;RyVrcu=*@K!qF;~r`ghL*YgEb!k<rZL8RbKs8X+qwUA=~%D{S6H_b#$bw
zHY8Ygd~x!a%z8^ZT$)l-S#0Obp?>oGc~wWXJeZxLu|RPvXE8E0Yi2i*@}4413_KW7
z-x67L&Y!W)yC|7pvD12=c4g8_lfzgBHpkser)lW9wLw0wTPSm~_xHGkWH2l=<V*N9
ze-;{GGgS|~c&icmeTFIM?ZU68iUMv!Pwu<=I2DdL>yQ}ZvZ$Fka23fPf>AS9HiLhB
zmEnRQJ|Yr-@+^aZGzmCRY6g2{V5(?t=c%cJx|Tjn!_3Cd(_^!MNX@tvFZaiJ$Bs%j
zs~Qb=ZAV1E!OH@gw!})C{pmLnz5xunh(6D96Z^Wa*qj~?y`{v2jT0-b@rfjibW2&v
z61i=4wJa<Etsqqbs=V{NZa|-HDC-l_8sj^j*KnCiD!Ae^?f*fW;|rcuC=PjBR*;Ed
zmq|10?Ga0G{m5hKE84|e0ve(<nO$fDX46vnT~z~K)O<uwg>GS+mCu|#c9sY79hOm$
z>%yz!X2+-KJV?1eKu!8HXYhcW{y)Y0vov;S)3K{{d&|lmFJD|Lw>~^s@?!h<W5whO
zrAsX9-<^@o?_$>5Ibdf}Ax82pvGQ+OcKu<MzO$D<7L5>lR43B^qIG|GY546z0?&fB
zE#6%YS%cFG<r26|^8}^py%>(3V<HiB744(?cE2Z>^IGT0*3!4{9b3=-w-!JUykG&m
zoCGtkb>K<b)p!5wikYh1ghs7qMoaa|7P&#aSX7=iXEwm@IZ7dFQdj`<BLwY5ivqyV
zzI+MkD{`lTg9$~iTsEm)<+X7-#-i?!H;?KzpGm)c_ZKaF%M0=o-r3bo%X}j5^w)iC
zD$MGIIwz!G)PjKE_?TT!dX`VFZo?^B!MjoykADq@^Lsz3js=4N0s7gNek+Jgq$KXP
zB@P3mvGHqGHp;cq-0!)rUdeox7hp0xKyairQZztmeKQC19kX|#Cnj*hWGdj?(8sA9
zlT`nnwhWORB^LsHK+hG`@TM~J4&BF(srW<!<>A_{kol;U?RPY?|0}x5Fy7WWe(US{
zpXerI0;tPN{zD#1A>E_TB+qCALCxt#Kzw-Iwhw+Kp;$v>Dt*2$>)m|c9orWV0U#Zl
zKTEOxi<)k|_jO@kj-4);B*><>%t*LBiC+Q^Asn-A^6xToP7-Ez+9|8Ma@7Sm4J&#U
z5>2u@NQ&x4EnW$%%KdqkOywZ9@k1H(_I3!(f`WP4q54;PLd6^~lLaCNC=}*KA>Wgl
z`Dz+{d1aBemxNy^osM1VOjOrm15jaOQB88gDrVdSKxrjsCh-T{%Dbu{=hU~zh6a&X
z1UQnG;N|{$<4gYi@>y(hAkqs3<F`9eY!=QOmDU3vld`=&_RrFAZQw@v?x?5x0=63z
z&$Vd)gJ56pSXtCO)=dopg$AF4^jZ<Ae4k<wg-akzenL?MSAEABfQg~q($Sag9(_Gi
z{$kKL;rACS%|eYw_eG`iy$iefzk!AJ1=YS;x`0ZFO<7E%4Q~oTkwY(3I#6A39bk%w
zQ-BD6ar%wA1v>hc!vFS|8532FWrK7A%kL|surGrC#5oLCM-|36$8w2`iTU&4P5dS@
zmjFB6G5ZoolnqzaR&@d(+)6Z*%Wms=W{^4}0{ItcJn9hNJvhr76hr82Jdeu(uz0?U
zP4BE#Y<Oy_xxlwK+V1<Pv5BqF4#&Ft3!sFdWzGq=zW3%isBBboU_7VhTW_yaN(PPQ
zybSkB*irI<D=M}Sr4pA?m-4<|bPq;N2`=HKt#(!o14C?|;Fi9wg_7_k+xd~ahN<4}
zN()JIjdS@CnE;E{f<tZJ#>SNEYWg&a?F7o7<4@L!tWfB3bbq^{sPVy!En|YD2oNz0
zsVCbxaQITNUp^awjqDqgX>Zq3C58lM2~M>@S08KLNjGP(yd^v2Hv0*4;1D|+U!nC}
z?uts~xxT)1)#E)rRn$gPI|_7$-7(J%>=!@*MM-2_RC=hnZ7%_@G&|KruYtC?k#UO*
zGWcwQwwU}ZW!0CH&fv9A7edpilB_31OW(#hR36eBnNeR+%O=%Y^PWlUV4z;$TP7)G
zM8rIica8eKNM^kJ<`Ua{A6H>+IdQf({-t7Swd$o01!@OIE-u>G`BkAWF2284CwOh0
zW%Xkm>I%UOLyoTjMf&1ZnORH$tts?*Fi(pko#%W-#BF+n`{S{LGWi~JQr<tuzxEa)
z1<Eb8bZ>l__MDTxbQ=0RqE&z|4mGpueEm9c7EMf`13=~H2~dr10Wz^3*7H`RD!Wve
zd;$d#Qdq~_-@h*~v1Hw0V|)DS)u<D4ez<8t#O+s2o+g)-^JR5bT`>c0#E9(4ld=h=
zFM?o7NKYug;61rX6u14yr_~lFz&@Cnc(vVyUcO(Ha%))<fj(-+s~une{V_X`Xc1<_
z(4%Vp!?4GnXHCFl@ffmhlH0J}0YB?6*j8i-PCG-s_s`MS=Db(_-uD9u$}Tg$%n#({
zb%g_>=Q7RDVroX~VvM1+_3zp0-HGB$Qqqpq%!+p`NV~5E?NfVZxvC9k6x1=>k2Buw
zY_jsipFDfEmxK-}`#B~_rJ0q(;J(X#pEzVfFYeJbYZ2dibVul?%`~y*F0>uCm@REG
ze;fLtlBvQlB6MA9>#Tnl2p;q>9-&foA7wzsX-Q8*73bQg0glsj@lXM6IUprzmdd;K
z+~RSegs!s#gg@VYUW;vims9a2CNYq@#T@uL-&eFa&iweu-Gv?5wvCBh5?uG!qb!=J
z4|83;mJ7YvAxj}?zjm;rE478{Y=bpFE>d%k^{%LE1JXIFXKRTQ)MO4-=H+b`=2;P5
zIe8pJx&+pH>o=Te&Uri$D1~j)_#*=J;sh|xpRa?s|3xJ*0`p@4DsSavym@n*w7n)C
z;%S;|H>#i!)J)~#hMfmRk;7p&b98#V)-T@QH~~H3&hN{EIn24d5f8^l^5DpXDJ;M2
zBslfg!oAfwu31Y(e3>-rl@|n1;WKBB5C4*tI9p!9(r5iYO&)>MT*$jX)4lA~V;Avs
zkF~h++^}1{P4YtPJHzd;=<|Jr*~`_nG5@?CCU&W4wQ~Y#0n3pFB9Su^0P|$LeRm>H
z`h&&B?Bzm`g@IYNOW6hegQs!5Ro=qzyQ|Mn(bB6^0u~b@+K##!5Rf%W$@<b({Y3QY
zS}Dl9Ku;dJl^15m={;XxPn7Sik!2deeR$Osp2T&hByMw2I6o)HMA*(+o-auCEDxyO
zcm6%_SRk{d&+h*{bc!8A!1w%YahSr}t^&zF7Yj{IdOb}|aI#Zy-$8>BiFp9(;k62_
znBdLWm;2>+F9faOfz27+nKX~)pe@R^U)Oqxxd0myg(7gAY}ZQ-LGt`UpcQmYVMZ-v
zr`uUvei5sboM$;#k}N3D6gOCJR?w3nnQ)c9A>;Uo?R@)C5jX_$CXsSdh%;&cUd+CF
zuSi9&In1;r>jVms?vlew01bxx)xgRF1;Ynlr_ZwIxHp`N$g~wzww!An@mP4>cgK*o
zzNWmmX!>j$JK#Inw#?gPxCaZ(qi7)C+sXHkng_ejU^lZqABQ@u(gE9$p%IwAm-RH|
zRvHgNF`r~43Ax2~ws|0gW1|)1_`t?kP;RNOFXho<SC=mpAnd|r#PY-7c@zzc)o@x8
ztq|)6Qx>j;32wpp*%f)(;mTJc6#>pee|riGG)}sLK*qNYW=_fPf?T$;DnOQ2(y>v8
zMlMKuvHL@*kLIY@m-%64IeI-URq(QU)Msyh<<ucllZ6FLux|k<B~d3R9q4L<g7Mjl
zoSN?ogtPa_p_kdMQ>WPN91EBg3=8|{&d&q#?J_MT@a=xvL?YYGn+ma9BN|`+c{*rE
z2iTb-m$V)nCvG_o*l~|%>>mi!YJ=SuX%D=#fyL4<r3PpJ8tPR*#)fwI1LiASs5S=7
z_VTt*!g@Q`VP18(>0dsIPiDuoI-+u)bp(^!E9rCR`N6bkKT$g%+_*_Z?M2+NdDkc(
z(vK5N$Ds*0?Z>D^=n8Zpx)5DUhWLvMxNI{t(k-gsvuENzo7*2L?krL-A-o<aqb%Oj
zh8JC3WrW1K{sX5O>?dL}JUn;x>UJMV_W@%0``5?#s26;)Xf#MPn^YqGIu;t@>G*f1
z7^I|EPQu9!<7#OK06GB0GzSz(qvjbI$b3T3y*I$?ghiE2N{;Nmj54e|>HQOV+|{%3
zaRBt$X&4-U1PA*pz#(lB&;1&}z+@CH<-tfRBLn=}I?O|weILv;7G&(t*b)GzLZ)B}
zAX`#Bc+H^BRo-+=r@*5tYyD?hbBRt8Utw@<6Lzc{c+UP{WeQL_W!I3Zo2H$*nA6>~
zMh7aX_R5K6;yWf8b|Xst{+@LCPwPsgqyYy1Mg>$|qPtz%igjb#uGVfsJ3Ha4`0%gv
zM<AjEC&71-cn3~hv_7C|HJ?qT*W@Dw1Pb)~E!QH*A+L_5#%E2OLwRs|hD4&vGtCF2
z<1wfwovnGt%zMpGYu`~KGNm3czSBG+N=0YrceBJv{93PG?Mq3c2SJW^7EdL*u{)~-
zCem_-%K#UwTR-1H|Dm^18l*tgBwvxGs7nLW2IG;;g^?wnTQk~4@4jZ+I6a_+elrly
zCF3HfYRfGbc;NF4^neWm!~@lp1Y&gy8HAZIdzdbsxK-P4FJADVZa&u<&zisis^IvW
zs+wPAQ1jc3JKm?k>j3UePy{uSt*Br8?OVE4PqP!PJOxNWOBZj!1veQP5(k!QM!%N?
zk+n8{3C&TskFR(FSudD5bAau34W>yVC=otV0b>d!3xW?wDeB<yjD}HvL!UaTPvgqH
zHW&&AU#PUS<XZKWMTnH6H0CJJygmz6sqdBRCkQTRFAX^9NfHH*YV`hs7ywei$%2p%
zE^`#<%ZrsN*M6bm+ZAr(`hP<@evv>$t%9-QB~NAR_1`g4(hr#X?e67tObF&ac@)P$
z)32e)P6ZA_zzG}J9?0fm-R7om2`tqp4*2=B6f3w;GaZ8nt_!Xu{Ui^WHm#*DaP~3p
zs-}VAkW?=Cje-&#8lb;keLF!y{4Ucc=*7KdZ&3)qSq)eT89+84r(d^{CLUM)z+QYr
zSCjpv65nUvSE-iENyK1Ocm~L^?~1KvnbnJ`fCEHQ*aw2==&N&bQ|&u<PU8g1e8|h~
zjN-S}fhTYV^7$Ur>^wqdG3@qa+mi0|s}6YjRNcD>ZKG^!mFD~eJj<UGWvMumv;n7<
zr`Xea>g?1pR%rX5Nb~WHFEa}+E31n4dCTIhw7H)GXZu?RtS=TM;`v?oOv)|Qbb*Dn
zcfOYRX|+}DERBk>s%ld(Dxwga$eojVn7&M)Gj+Z^Fl)8P*`8FXYb|uG*N{G=uU?y;
zHUTWJC0r|U5WT(eh{>A=WQAY9!{nxUrnoxXgnlcUcNq7qg0uN%4P+o&&<8>+7rRSY
z5lvs=vji_n>L@y_hhpiXK^dpCpMd&pNdmcVgGHbNBftoAPC}MF6%z^T20~PSpBE5O
zs}QskD+sA)=$~c5)6z4^10ZDedsbNQ_piEBzqj~A&MihoMC1`-2)%oceeyh>@sK7)
zo9}$_bO!;_U9f|H))&m6=9~TH)Rg=l2R(MrW{k>Wm8>TB&4&+K19IMK2iO_pasrs8
z_pm(_t+_49OYZ9jpSVWb)q^Ur$64~1JIP<u<=W)_4a}D>E{(031RqL>-QUPaxi<Q+
zoi0j9L@7p1P0fW679W^+|NAVfuE$heYHx+*^Ku)VFSD#KI%8~E_(^TX&(Sis{P<Oq
z6TrbdkQeg03<@2?l)jc0MwM72EAZRe_C=kQ{WWYCq3a<a`@L!S0i2#;fSHG;z)4N4
zR=CwjSp+ySaTO#f!(Jzz3`kg8O5Jr>5-+zl(na52xMQF4<WR`>Y|S($D<jv(MG>q%
zm<uq2Ybh=4KH0V7K`O7+`1m9aJbZN;)RB2iWN0Srn=yiu(BLsY0l4*ey7H~h!W#rl
zZ8w(!E}zJKBCs^00l;L-uviZAkEHC%RN((YtiL~2D>j?`2)M>f#nQ6nO34}*c3n<d
zO%*>aO-;1H4cJ_F3p?xvW@Bx;!zW_-Kbjl5*yw6{dk1eGhl(Dm2cu&OMhoLXMzztr
zHZSR<^h4rqBEn_%=i{X@AFW81ElmrHw65@d^KHJ<>+_fBK}N(INO>Gi)wuoA;@q)}
z{ZEj<eYP8HnhmgNe)}wrxW^f2#^2ko>`4x}tteP=;mya~oW-<z$Hx8rPx*iKeJ~~Z
zm-nr|QP;@=()rH)BX{l5qqwIR9=Ck+{rlUa3x72pe-`xMpGC@VUn9ag2Sw+K#uyb$
zU9$3Oz(2db!j2jD)y#z?&kp2*tM-^v2a<TL<XKHjW8Oq1YIZQp=k+FvW+UTmSHCbC
z^NLJGV{12MyMer;$<_^VvEzp^t*DLAjdSh<eUtjS%8;j$_{ekT)0jrKe(!C6DL>zs
z6W%bMIWc;*cCqYn_YJbLzhrq@^!HW+@2&0WkAFM=i4(QkS>!-klpd$IALJeVM4Aq0
zcInp@YE~3F5Y{SQMtyrEw)cAwJ!qD3DI~We+2^GQ!}i)g_lT*ZiO#IOI?Ry)#$#(5
z2FN9H9?LexiB!}WclP$g6)5f9?IvhaXN{XNFvZWlO&^Duxxuq)Y=#rQ3AJu4?qxYF
z7%Dd+&$ox7P&ZaETZ=Rlj31qB(1UTAlH@Ywn)$U8=A{SMN(p=Ni{%TG_kP78O}|z(
z>!*-iZ@=Bd|88_t!C<dptV!Jm$z)eM(?WxAjjY;wr+&#$YpzS0x+$Eo_NI}C<zt(=
zje(cHU(NC4k;U*D)W2sz-M7^;SW8xJ^#4UK>nBNne`USRVMo))zbJZP`~Yc^I&ff!
z$3|#tH<fje`1fZhu-M;Ey%|6eL*!-hFw+J@L_j$;eQKp$;~XLo^;%qa#vh^yhUG09
zL(tdnwnwhCc1N$EDs8A3#b(>lM0};U=?+TNo2XHsQ_Y1ETVFaUeY!JgTCC=75oZ6r
z&S*Ka`2KstiLkBZYm%bhdyj{KMGDEN6uLyASSL39UH@`}pGzZxq1?@DA?Z8|ZBM<i
zv-$VE&0<rVnQt!_(cCPw@~QIP>%_Q{_U-L&#L)z2*4vYP&+{kp4lsyi&llb{f=@N}
z*53)kvY-;p6@$9YhE*Mh_=RM7AYoo>t;Rgl=IKH@m!(w;I?EU`U$f|zXXD}Z94P#<
z_s#wF*>sx9xo`KjKPOKRwMpVBFQ=pLtt0J2f;vRM8fTD2rCB!(Rc%r`P5b~8P>XTN
z-|oe31-Ix=5v0jg5D_M{*olr$*9gM9B{ae%w~Q9_=n_HI8G^LjJK%}4r3_+=Y-#jE
zIJ%1o+B=AC4dW<-GCJhtwVLM+T%Eqx40Lc@%<p%`VhHuDMmkkuLw;uhDlzUsRnPka
zct*d!22rF;AX(t<6gOi~>i+us%!Zs=%X|!@r|Z~Q@#3$i#OCM>C0W+=$!ngAMh>&@
zYj4w^kWl1schTINUuGHqhcJ3|jhZXyeZ!DxtKg;a%#5u7#PFIz_b)PmbRWKZK1pj{
z25W16rc-&#_cnizOc2IOP0LuSF8>9QG}+mvvtqRxg=dB@-@pGZl;YN<_?IqILoe+t
zwK;UrB3f?6p|`e%*=`O|2Ibb)vh2HUW;jeryUBCB6JNW+6=2I89Ps0!8M)=N@<oJs
zD1uub&Ac4HW)Ms>dNF>~|7=|y+FMfDYmzW(bLAoB#Qw#!ot;ZMX*mnUsh1E3JHzl$
zW1H>ha7*4k^}hlLV*G5&Izt{a=^3W}N{BGMOW4rB%Ec;o4v)F=0h3amuF=seZ861x
zb7R|M{!Akm86b%}b7N72=&by4A8#HZZ_k5L^p+jIQTW3?(x$xn>SeO-#T3sJ)I#xr
zdiT>zWl#M*ul-xH(ibmw-8J=AW~PV8^PV3Fk8Q8b&wAgtw~={t#xh9Xd&NQ#bvEn8
z!QY*Gun}1Cn~I$HWPZ+{@53<N#f!0sdh=nlv)orzGL_S{b+&4Io7w87-*bNPn63Y&
zsh#^4C%BYQwOk`C>vtk7N5C3~J=ovnc4(vb2~bTu6O<wT$vSCoj%4yJY;wPZ9!f}Q
z^kh|JzUlGR`~*b94^;ZN!RA*ZhrX}458;OR1ss!vUU}vD07KW&n{#&|+K0-@_QPw~
z`sNNZ1ZBRK8}>a#9TUc9KOEii?J2k=@J`V4wJ7Sezgxi1fRz1%K<u0Bt!E>e_|{?@
zUlE3GU_5pyOiE8?M4SU5ECiis>H+Cq$l^f<x4{)eB57uOB57t~$$pd<h43gIa3{9^
z`C^`w8eo2*GJo?_V_KmRLGJx~Gdlxj-2>YL?+N}LsZ~B@<>gHDa1|q@F%p(Z4q2Qq
zG~@%1LOx(GFVdQKxdydrcPu;*rsd3De0d6KD62pCJldc(-^H*PyTh>P&faUrX<GdF
z`={j=bK?MeLsz$Jo~_E`fx14yZiG6+@4KT84!>d%l*Fa-!Z$P!rFy$Vq}*0<+4*h@
zQnc0PP98E?t;69~a*tHt+j+JPqF%9Qh2BUk^TwKfhi8r1j^Qy0)4S?t!mNN)8KrCA
zYbwUHwF-)2tVYD4=v=Honwl(Db8+|#bH&4xJV3C>nj)b<k9wS1XrJ8JYsdSWz48td
zg`v&2d~~mgDh_g>_I~0`cg@d5LF5t*7E$|}?<dY)mhVP}naxu~d!Xp%NVn<b`H((|
zvbi(-p0#>j+*a<!Lw8Qz5NCv<B;m>I^?&t!^4WRXn7nXCkIxbw9v%~~s<|5rfolv!
zkQ_g`U^&M#7`;5d-&-O?o;wR!N%_zPu3fcMD6iQnm=vdh^j=Lx`X;anzBR?vJnWH}
zj-m2QCfsWp;u5HMxO7hI{Z=GlIO>u$W^E{^%>~NT93zZiz7z~wt6{7)a@B9edKj|L
z(5keSXGEArUD6ls5s&Rw&e{5G&x9MaN~%;FVlO9|;HioA5piux_EZaq3P;8du(kXZ
z>w}8ysJ<ai+DUCjo<}fZ88DuE>%`RH;uMD$ixq8JvVMO<q$sBmhMZ!R*{43$rgCq0
zHM1JS?1_%e`FH3K*sd5enHo)@==$cb#X2dqE%n6YhZDkEyJD|*wIZi&vi5_iYPWKm
z(bic5$QRXE?kP8^@=<jr>>cM09Xldac7m@7(u@^l4JXy;7?w{Zs+G{9H5aDSJ3lKf
zllOY9L_0AAEm26gOzkf(^K}a3>KNwY(65YQozAjucxWurYy@(SxziRbF1TZIbJzN!
zJ@>3qE4{`_U!f8SF5<6ub~rEV3y%>WE>R_ji!G%fy)E}vf3S>?`lSSg-|}nvLL^+C
z@mcAFT?_E|zMqg;azvZA&5D8L>V-UEa=TZju6cf(KxA=bs9E_G_If{KB9z9d{cy-a
zPU~4rdS<@59GLj3!(D(N97s}X(>5+B(!+9Rrc4m~?rEXNOl9{lP}&Oc3|2)tEPS3S
znZ=R`#S{9o2bmj9YO^j(OH`isRd$|K9#3<eGD@6ZA-dls@6D=EFEs7-sFw>3Cn5{`
zpXg=bw$)HV1N$;;C)P^E2MAB|H*9NgTa9%9x8MoxyeZyxvWp*=8t+ZkiDD7RdBd(Q
zyH#z7R(koRQaSNf7V{c2Q_H?;`4C$cqi%<j!8|&ms?sXcGt&`oALY;|6}Il4gRL_c
zxEz>2WUFn8_ZU7;-suI5rb{$;K;|IR27~i58Lj-LK+zT4I}@Lak865&J%?-%e3pxd
zbCc)~MuD~72MS_$x88nx#=G+4{^(_vYqiQY2iYfKOLn|(^}VHWqHMc!_%q|o!CkwJ
z&OlOw71+alYC)M;ue=T2Ezir4ERV#9fLe@aX{*rEEvO~GudKJJD7GkLPA$~hi*NsX
zX5GPdcSN+q7Gnx(Y<SCt!_!uAv83mUL+9Ai1s3|PA2fnx_vd~?X-{vLpHay8-uZbf
zv(86HG2&@Xw$)haxn3gy@dfWqvb#856{kV^L6hW3ueO_0F#_G)vKPsVRTCbafo>NA
zgYqbQQE@yWEPFu(y%o{#1RiZ&Z|09SfQ>YLJ@Ss3*IMjKK!?$#vF*`h9+Sq-?cG7Y
zW*=h@gCye47S?k!{w5%YPs!xfCzok?*1zT7b+^de-fg}^_naddCoohuBXO!pW8tc)
zl>-;;%HA;*PqRR>yrO}!cd`oh3Ea76chQ<dMs}nplopO3&h*DqSSV!er*OO8pJVUP
z9{aoJ9d$x8W_UoZj_Zo3a&!^5(X3aDp7xKGwt(U!Yp+~<|G0T}Kf;f^d`#wK&s*n0
z9Xg+v7T$aNuV%*McjQfanHx;&>ncJnA<)H4;gAJeQ?tfy>#D83495EbrbZ5{6tQfs
zk<X~HysgO-@&ZLs<0DsNuR{Q;Zu0bZ-bx)S_&v@i%kuK~_a)>=$*Lg^b0$mCyYXyS
zq;CZ$LSdgO6qqArMgC56P)u}HG;kY9%51p)K$@{m+Q5CvLDr8<MZ3r+%kmAGdCsFk
zqEIoHF}=^r7v6izuj-rkj<=b>XcCuVAGozB%H%qrMR^7)7g);Fb(o@3rx^L+f@=@3
z>?z89_^4B)+apw?ZNHRgPn*2r;5%&&*Tq9LZ+1?{G?6<Q`x6<w#jn(@>jmSTBVTri
z<D1x0N4ZDKHmWikKz%Rd8^gqQ!osR4+gxG7_&EfH6kjE>w9`1L^%od2Ix!g1z>sTi
zXN5YW)>Bd;g<o*A8k;yCd_eGxD|>9-ed8E(p@~@4#IJWC#7W4|ix6Y9+%f81+wZ7j
zhC(FN&UE%VCy`wjE^62jm~gjjj$4?jrZx&e{BRd%@Ot)u!y}jd-T4LoI=AF&gh4mC
zB*(p4)9t&JeLxV_0C77`RBrL8am36m&aog5OlVmWAC!>TB?{#B_ou$X87jPXr70B%
zsf?(+?cu?P9+_N0cP!%@=UC#8A7Y1ukW8BE0*)U{zW;d0t)*=x`Zn9+yIa!mW^IjG
zYaoR$ZBDZQCd$=dq6eIkoZ^}3dc5+%J!l+u*`o@~74iInn=kR1_cr}UOtDMM&0#le
zW&KV<D&cC)=s;W7bJRiq)&iv3*FHoVBcJDBUWp@??a9)dBTRfXzTut{*x9wTl|;$Q
zfobo=K@uAp3$zFo(V~?(zL`PliHLk}M$b>S3)_ATu0hG!GQJ?L&Pwtd$y(1p%``a6
zF1bOq`{_BZw*I(pw`?GpT5-~kPbdV47I2PoXzZqbvyi#hJ%FU3gom3AuGig{J;~C<
zBqPp2X;-5Ygt;3Spzam{5HFeW3}CFQiSz7|QxV&H+ux6cxq|(s#uiX-(6S$NRp=t5
zf*8b+tPEbS71l4)f+}gc9_@G2<9w$j*ds2JXFgoMT-229%*nD=7bOtwH1Vx6neHr<
z6EeKu$mH`&OAhh%@GcsmSFf)}zZbbf`V>=}+Q9)80-O~_+h_D6NALBCYN0E3cc3(n
zJQqXy#m^bmAO*h{g5mA;<FSEg24Ikt6Ki$5F>2@?9R(mHa3JHH@VJgxwA-pujnUPs
zsWICmdZZywti`XzA5YT+{zUD@)`_Qg<=LvPLcaaHDhNRCLRPuJdU+r0ww`hrI|XHx
zdQpa*N=`Q4^h}FRybww9Sr**sSL7_SWplKbDKT}*I0p4adXfn23z0}gt_oYU_aj00
z&fV#~7)Pe1sfyg<Gq1JhX<Tzt%~N$Dy#QFFPPz0`%s0-s?z0OwOW>=*A>ScZ*O2x?
zc5}R1r9%h>l%}egUu+=jnN@LeQhSll>I@y!YPxe9h<Di3qz~ce;p^O6Acu9-e0%3)
zL?B<Qh53Z5Kx8Rx+;{J(rv68q6-yFJ>wPoq9k$q-0!W3vXbaSCreb*csewp2oWN=1
zJsXoa)0@k!Wn?9q<u&p_#S@ZnHz1Hf*Ad9)7F^<`kcwxFGCV(UyY2$qT5cDs?n2Y}
zH=(o4kctS-6A<Id##a-9z_Rs%C;>WggP5Im(e4T4JMUCS0r~EMm8}M<(-{aZKBKnT
zF1ajHP`v?3I63~;$5tGvf2oiog)U{s{^h&=U!R4UMVLT&nX3K1#~~~11_K1G{;OvB
zVSsi#Y7+C#x9K4X&dJ1Sbf;c!Qw4oave(koG7FvovTFFBS3%`q@?=6VD9_Ea5@_3?
zI<E4f0l}<c8wi?m_@6>aAa(v6<p(yeHymiR9A@qY-P-~WDCgXN4?P7eunTQ@#%PWM
znFOCz?}AlE^KnRG!J=2(61<YN?(L9*-<bmY;=cv%KBY(=f8X}G9TF`9rC}UDB>cb#
zQs=jgN*RN@^0(n;=oJup##iS%W+<UMKynMqxBb@b^sL{!4GYdeImHiO6Ojug)Ol^*
zhH|yLV6ph~y^y0{)-yJu-|u^Ik)=6;CDe=g0SrL>7lXD9Q12rniZqg;NHv9Wk}_%1
zo>SF^=aij;EEwRcGYvU+!RG0F3151*jfLz?+JJHIwly7Oai-jW(GZqOtGn`znw_rr
zzh6UunC)@ZE68_RC4Zv}zJrCp&Te&9Otc!s8Kd_daUD#M&G%JV=s5hP{%meA1v_)>
zl8(0<fx-dBIBXKHBZrScQ-GvVkw7P&7Gi)pX~6dFFR+Dw-v?H+dHb|CG^z5?x8hrK
z5JVe2$4r*C;^LZ8t!kn$CIC<{+d4eD{4bmE;4!=6kxk->;;}&M!7!(&YOaRqo`>3>
ze#F_pJ$7>$AGq8l83F@b{ACy)Q-gpqqk#(lX)^R+RDW6~3NDO4YX6Vh5Gcr>uSm=T
zGxO*5;ja1fI!uIKmIC6hSgJ@2bN)Nvp2gnYJ?C+CQmc3Mvkz4ZeYTeZS%nKh9dwys
zJ@NX8S2Nj@CwO~;2Y60o49Oh1c0$NTrt#gV|7a$;EGkvicN!Pd@{CuOf~?b`rue|j
z+4z2j@!&`0RK^CBi0FHN_^u}e{~&<KbL764bv|0Sd(ADBPDsbr6hWPzz@|GAZJp1(
zdthLyUBB7ZO+3Y!6;k2(cl4j7_IFax`L`AAN){}PhQXg*{J)<`ogw&NLTnUOt+$Rb
z(Vv1e9{p>i!f?{!ALYfw+<?bMv(KqOX*OUVA2#2AFubI&djx#FoX8o7HSyocO-oC5
z8{nuIuu<6iwLcSa?l{zX^Itp1I{&?c;WD-1e&X!hoTA8Oh&BE{m*s#b4mBaJq4f<m
z#<p016j2KQN^v(W<J=hM@~4^Hmo9_znUZ9_5&v166TSWYSB&@eh!cB+;c$3hl>ZJ)
zLe_QUdA`5@%Sm+8Nsy@{Ux00_Sr>96coyR!_2^MBrg|o1HQKLo3(r-{rH!_AS~%4=
zQ&GSAdovw-IH|r?2`d29=9(XH6zzm6OX=(D_YEx#FDK1<EdP_f0UmnKsTFIOTKs8%
zhs?qbOpP4>V$TfrW5y4Ze?3$Bq`VAURHj;M#oGw|l1lb<`1b%nyxg$ukl08(H^5d@
z?{0Su*|@A}$tRS{WQ=_OCdR}i%loW^h_3j_Cl^{}Wx_ulT5buwy$P1hkb`PVy8^vF
z!`KN~BeFC~a6eiJCO%9Y)1e>n%`5{9OAo^7$@fp|MGq>Y8-qE`0>~`R0^7mb)7pSv
z=(bxfkwb1!K0TDf;xEFeTkUp>%lT$LA45t}h4?t<d&f68(Y;#&P+@}t55zQ&@o4rf
zEsf&ylwYpMuwS0r;x>*@7~32q7KweTGYbG^PoSxMkFEdx3aCP*_9ve#zKW<?W1JK9
zCp2;slZ;PZllpoFngd2J?NNg`(p&M8$(=5o66W?H#RBD&%j&x}i;h-k4!h1wxQLpS
z$B55cvv@LJg}NWBospnA!+aw<1}>lkHcOAVShm$Th4>`YUxZib_eKV=4wjamiAv%f
zcoPR|D4@=3zz{{T39)6-p5!reKit1*x@Q^tFQ)GJ5Sy9~9F%p58|~c@b!DpPH&iD%
zp{RV=3?)3?>f=i%&R?ZtYJ7Gu_Q5`J@phaEep-J&M`cxExkMgGjKBY9lCP~|DjN$@
z?_WC&fM`o(vsP9+`0_)(mdkqktj4Pfc4~^7-VwG?cP?jS%d?1c$I`l-jSt#km8&m#
znktTXNAKeL@FFbR8Ji*5((zXIY-ais5a)b+Jy(Fe*Vd1!@pK;<usi(!2BsSxI0R{a
zY={a#Z^R@v-`^4koIiBo;(s>cop|s02M%4&>jTcxc|?K@_pdRA`gp8*KgR8@+#j#^
z_A>5%4-(6NOkkP^O2n(OYGF$mCfVUl&#44v`)nat)+g>`^^Wt0w@vFRFE4M3{c-Q!
zk3@IRzM(~+`u|KJ4_b4{(*zEEwH}qc|5c=u@+hw9&n3ExHEmj5T|Bp^#Y(Pk4!EqQ
z4c&>k(6cdo+})TupFGVa4yeM3+ogv$=$to8+TXu-AX<-7U{-gai_nE=&VUUppu%w@
zyZcDJESM*-wv>LK2<<ClLf><%LQDX$)lb$b0>*heXCRo@Eb(Ze2TAZIS+Gx`W7jIm
zpK}OoXEm+3>e~+@o$EI!kL;FA?dIkUhiUWkf%e{8I04ajZ)l)X!0LxVCyzWuS)d!C
z){sND=1z*&baY-N=ZzD-CjXgHfsN=nzeXI_Cr*I9EqK5hP^#E4)08$IjwVbnvSKm#
zzFXq8%Ds7XUWNYAN7upq$=J`^7w5nQx<K3d%s<qz>@Q%qnuc8H^7_qYTxT>iC?u>c
z+Me;oXTFAH^vss>X7@vTOd3*`{dFou(midT)!^3g*|r1U{GZ;s`Ocn_zP29mj?}}{
zC1|4Y@FMKBZ2qS<U3SLWrv&>=bNQDdwlKhErX2_Ke*I>@p|@4R!A9uKQs<}7w7BrB
zH<)kU?5UgHsL48QN-FlbyugJJcqMZ*q3(4DAl=YnZWM4lC<eC4oFKB3c(g9Io4C5=
zKKX<8(c!*?<~F1G5EqOSck(kEptR$_IQ#p5Z(C~{HUE~GY;^&gHv%maUx5z}vSkSk
z@?1s=0$(B{3>Nw#&t7S4Y@IT8AKQB!<nTe0spnJj2KxX(_@mIimjRx*aFL#{|MC&`
zBd;sX=C1hRHzfw8P}gX&^yS)nxKM&T*fMIsX-GUO3%SZj@5!LHx(WVL+L|`w?%q7=
zy7Crc54F97>}dX@_G~~oejYeqdtswk0dNOstHkcB6j)q6(zE+16s882cwd=_@q3K-
zS0%T@f!Qu2c<RvKJhDj6c;IgvfB&NAnF&8G>vv4z6bRO~5w^Fa9uq~+Grp+ZbYn15
zTZJiSP-*qiN&H}cyV;Ep3`hd7i8F&UX?!{8DU=FZK}|Vm5|)BX*Df-89OzF3GLBJu
zesVJt+uaV5_4`Xg4$SJeZZ!5wm!O%~m)#1Ui44=w*9$Zk4=>Erhcl9Era`9DS#DUq
z4$cs~Hz_t#^4N7Ipu5kk8EN6!`!bJm^ASr&TF{gK5nq3IKCf#2!xmPa+vV}2M#BC!
z?#-=Z*EzvOle71JU!v+eGC)&!tDqk*S20c|xJu=~_w-BXCtcS65vyyzg2bM8gq-g1
zJ>AQxns^sEfg}=Wl*LGn1-iB3b77FoD-;OyBGx)3JFpKZkV12JX}h&u2iV0++a*b@
zTs}{Ww}-OLnJ%lE)-DuvG#Po;vBB{zF#A_{o_-xfdn1**pQ^BD44DRTnmq!LN%~>X
z>M(gXa8#XNQ;@Ef-8c9P*sm;JmB)p8O>88LzISLJuVkT7HC-z`bmqO0Z{ni#`)=KM
z_sD&jZ0>0`jj!01Vmf+k`+Z&|_ny}mFFG{+bALR(Z{iXPK1m7RS`92G>(B6L{YG;J
z;tQY<M@@z7Kb9E^69Fpnr~PldnKtF(($1k5ODc{KJdx4sYVG0$f74g1U&geosX3oL
zw~dq0;+j|5z=>KzCR-Z1;?&zI;gE);bT=8Kk(Y06=IolHi`zUM-6xkz;0E-2D)mtZ
zU93kP6tX|xtJUbcryPAv^sMPGOPU`0-tC?jcCWthsh^P`6OlWVjQ<~#i9TR6CD=i*
z6;(LEANV%=$@fY{J6$wx2c=%Hq-M(AYnOZK`BiP}%{Z?a^uP|gGn`O?AXeiD)3S|g
zGxUobbKo{p!CTZKcDZdb(L~HC&im2!M7fmIC|c`Wgz=Qv>)dsnw-~o3%t7_kls9*t
zgWaos5d5ZbRMSr^0tb-?epMi}&%aP_rGFkt4Ng>J1?aECH<7UIbqaP(Lww_iX;jOf
zh_(7SlN&K}HcOnFwY=^jfr+S-CGN+np}ky+ax~?hsf%_hcxA%6KDw6N_N7_(NA+>N
z$aoXq2W-#vnlUKp#^&Vk#gbuMNOp=W;w}I95e~4Rk`3+J3@J7b&5c#Vedr9n+vjck
z+Ln86Es4|kp)wmjx@Y>yI9r*bK*|@5hzsgU!O>Qkspr#H;@M8*fTL8d2_j4(2{}hv
zo@G(tuq+o_$0k@STSz4$Ro$UX>(Y{%IZivfCosQrjP^B%R`McJWV5cEdj7-wz}NyN
zuYhgS%WC_1n`!L(QuJbMVL!nsEw0VoyW4*((toc_s*gCZgBr`3Ic;$UV73!XLTs5~
zUe-d>F#_YesJG)SDerhiy$}1zsW6!!kTV7I4^??qTk)KhDKx**V(W7ko9{d(<#R&)
z2Qja&Lc$u5%qlS^>b*>8FEz}$ktZf?cHCn&cbhgjdzC07#1E~g1bconjV*eGfGK%3
z4<0XEJHVK|*_1>eQCYDQ4=~8Ja@C+MO^#``n1fvNf~;nNPVcE^t(Gm9w0mvBl@iug
zf1Fl?!-$KM$xxYf#JSg(t5#bl#%D9OWI${HB1!iir35N%BOU>;qpf~O+F5vqBz+vO
zrpScphNG6lCQnBu`_YTC^JAb3idMksUh0>Et-<fuL)c~USF;5LH|NAgb;1r(z;y9#
zjEGh9)-nF`fB|Wclb2>`*$R(wf`6O}QeiVKdmS6I6`mhIrd`^c!o6&U<d$#(ik~TE
z$L!$BlBYBBWQa{874LnkIOxbXwLeKiZ+;PDxr;d;rgTK$u`L}Dc*s*O-lhM+?kbp9
zG3m75osLZqp*exu06JO~CY{Uw!Ff0cen#;2<RR3Je)gvACVb8qlq|@a6pU<(ONam_
zLMH1~wrYV^ZFSonDm|ymhgVrBG;fi0%LBgb)F6GoS8-`{<VbR@Em}a@X~79c-(HD0
z{F;i+A+%0iLHatw%$yV(eYX{JW7M6>wStKw2LqBe=$Al*c6%9MKYH7qP?}h|a~xj%
z#1vUt=IqkGxV0fcq#2_~3k7Tkm80mF>g0Yvy`AapI^v@8KKx6fg?Ap4-~whYw{y_l
ztUfb(_)Xm6fm3BmrJx1I)+sdHGih;RimUcnyXxT$a=5^a&w$7=jP|WaCb^4-lW0}+
zHPbX(=a@qm^5lghb|{2Ee)q!vH`968DfpxI0S4%Kg-5pVD#&^gquqc}bWVMUKi8{d
zjKr)Cy9WNDA3puiK|p-~Z^=Y2Dy>S;<4mSNHmMbdJXL<U7Jzm{dqa6mfX4XKU{>I|
z04)<=t<JTbY>%T*+Q__s(buZPi}LgJXKr3}?<0?JTNG9YA>jc$0!`-PImcza48VcG
zO=5zlALtF(vN^9X=StZwAE77Vs|yqs-oQD)yqEA1xVU3lz<Ay8KX4K_5136*IlYt3
z%TdN)fwrZvVlnotCbqC1>CP(X<H<+x{oF2`aQpJ)6@10Og4#l$t-74wQ2@0~XG(%J
zBLB0GAlL^<<V_|XL#uwfcGSx&&`X*g+)GbRa+g%dVagn$Rm?!;3RxLIlPv!R=zt<S
zBqB4Z66WuES~U;vnz$Sd5ed4u&Io#zXD?&6w3`tox&W>VZfTg{4RRHKkiw10dVSP$
zdplT$CIDFUw9rb9S%119(EurE0OliSjd{*R4hpzIqfJG7`}W@kA;I6t&ko<Quxs8W
z(~AYj=$LcF(M(puGim$3-0bnoZRcWzk5(q61FVeoA?pOF)4-!h#JBlL0b^P@ST8-J
z_X;ltCl0&syavP#1KNN1Kk(=O7Z>!uWYX*&jR_zzbNFAXNQ432QR9TEF5k&(FFvCj
zdR1$sm6e(2ROB{)4^x|bpcf3~$?#*LZ>1YeiKnaG5W7J5w#O#b)H)k-1MM9eifyHd
zbhdDTi$*A}eKh@pKsYB)8^1IbBQADlHaxk&8?PX?Ixs%q5?h#FSXelX^_-8_hP%$+
zaX2-%)ZWO*=)vXcgPo)iHnA{qxO=zb{&mA4aMhaFSqi<OdY_r1*~M!YSyDcN7;(LH
z_iKYmL((9rRmyvsf@j@#;!+@NSS>XFhY^1wL2dBT^OO5b`-G|VqE_q#{Xr-K#b~&Z
zTXQWx>}`-yP>;Bep}}f$hUtQAA~Wr2iG0|!Up5;P;WqNh&HqJda`Wc9Wl~p2Yd_+p
z`mylCnUa{OB~~h9OQx*nV=i2}*u_(JU(jZ@5WliI=+T|+(Bg(d!QFBgtm~ztp|Vr3
z@lV_u7~gIYINyAHhCarb)!k)rC)~eczg|g5Y&GA1S>WX3qdgrm*A!bb9zhtpbg<cX
zzHg(-RO)<aG&`<uBW_0~m@J1IbS9}^@=Wvl_A2-Is(fg`=4SI=bYI2Xl`c$A?Jl)z
zvHN|VBO~eW@1K$~y1lnfH;y0Mwm8GsuZlAby~=k}t3XE|XL{u(&xtf|+O?B>5|5nS
zwi;VL7}8NAiKbnH!Z+t$1k%=QU8IZFeR$-0_NV_jZ6BJ8U8Kj`iei?r4EH@=It$3C
zDZFW<@$~?aDSrW9_Sl6FDUK30i03BV@6Y6z7B>jp!QY+nx#i(W>3<{=ZCf$HgIB9)
z9@T)@+kAu?6E=HUpcB5gDm!?)8R`YxcG?X?=M_UV(Jpf0Gs#UsBr4*}pw$db$%Z~L
z`neWIKnja@tjeRqb?BtI!s*S)RXgssQtpI^(m9iX4fc;_r(<VherR$=q7ZB;+8>Mh
zGfm^vwd0MKHswX4N+t~-&b>Fj{U_Mte+RgTiS<%%hJ*d~Tc!gaHyg)k__EP4%B{>`
za$JEeI{SRoG-x70_urL!-d6jjTT+PSKRv8r9Q3dG3}aTZZJU{Bv2k4ubdK3^;*_S4
z6{tJuyc@%zOU3u2j){vn3Kvy*)u#-(4X_L~E6!{86TA7kh+k8WG#4DcUCS3`2!+?I
zlfq3_B#MU5>`{S5XS~TSy!4o9&-pW%YHn`INnS(c4qe}GWt2KS>i(sXZ7XwTWbGCm
zRk6?S?7#jwG)BIY96BGx_80uNnyY8L?#`*)ylJvN`wMOIc;d(99%(Q=F7Whxz1m~%
zudXb7y&{#DXHMlrmMJ0BPNU-219{fNZaPKaI+^cRg_`SqCce=K7TlkEar0)n(|7-D
znZSTB8gdmy*fYH7YI18@u2n>lZ;hdi-Dlp+b(ODwO((i4#f=hNHaDB*OBU9m&pQu4
z6mfO8FAG@={+>`I)asGqdCwyjb3u~XM*T&7Q7*~;l!*C8l!j28E6i|?36$5(@&Gw}
zn|p-0%nhFD?xRt|OOBO{Imwt^uc^1FlM=f~Qeu6evf>B}voZrwN_S@3{4uU=>`sj_
zc(vg<Qi-&4w?l3UR%2&H?aXKVb*f8*BTR1YvNZp@>-+D&b4-by#0v(@@I%#L#RC$M
z3!ilMOth2sJ192TJC<0d)N@|<!2<%Ur(yW}h78k6NfQzhM=Ioq3^;p!<XVIH@4-*C
zlky^S|DrLb%4hc4v(`XQ(}e%<t2VW-hS;X8A-xX6EitNmTtVo0pWn9jQB-nPEiv4d
z*~JAa?ik!#j5l&8vpl*k_s#8i8ueDE1QR^-X3~l40E7BAe)qI-FyLGGQuXsw!)|o!
z&@angCDnbVC_A}7tVB*~tg-IZSfhRX_E0sWM@B)^Rg?Lr-@+<pm)dXBOASWo$XR~m
zYlQd#|15Fyf9d9dwyIk42P>Ch5my91h`;Mg&iYid@aD&!uUV4Q<edo8g+s`+at+gW
z)PPGWD*}bJN#dk;+tcoT*pE+_?4z_rZ)Er0PV~Y*=WUO@d`b17G0rh1T4OC9^%q^*
z6_5kyHT-Y=ZA`<rrNk8X{!kmEl%HBu&#O=r3_(@a2?>fh630$?_G8}(mzvIwDbnAo
z$Xz10Qx6<=bu^yg%J0?Yz6jeC*2lP#(-}^~>q3|lY2}8_Eh7$-ziOM$;gt(44vJ#y
z%e#2xvzU9I5%g_RncD*b{GY|D<-Hqbim}=OlM3<yY0E$2yd{%7TFKC)s8*5Y>Jm};
zsb?3dhl**FKcebTv#FOa6?4Cj;$~wOy}>lLpmw%b$*x3xS>f)Wu{ll_hK;`K`OfcR
z7m+3SFb?ugz5VUadoQ1UDcSytVAOD++c9%(;ba$-S9rfv68U^+=+3#~8~o}f3a;Jq
z7##9BGLMvW0>-&%MO-!8MFYsn7KfkvqRjMiM%Bqha-s&3TOwlp`@hS)EobPaM`_XC
zhK-%S=ol;IPO`im$}J-ePtpXyq~K=>$4FCPMKkdwpq`hG&puQaAtpYjA{dc)?I+tE
zfO)P%vX35UtaY8QyY<WeMDZY{X{%--(0b&%+w@SU2<-K))DKYo@v!PaN}BlX!VDy_
z4w&BlqTsV@%X#w-Ru5KT_*52Sb-PH$o6JHnUV$0&;z!8Jh7U<5_?mE8Hueq}Y%X4a
zsKA3Pxnz2U%Y$?7#R<jL(<<^HXsL+<uCU6i|Fy#xcR$U-_F>CST19LMT|MsX`Ozv>
z-DNe|Xy&ZT)*m9K;=p}?zQwV7zp!6CSf)3Lt+a`EW@Wl6_~}-EAwJBRMzd=+fTz0S
z#cd2Ei}s>aagvWI2)sHoN{PVCt9OlxR~dX-R8mK8uu$kF^1_JqY=x7cGvSuWh>P)@
zcE$cLeUnGoLg`EPGw+?WltK8g_$F?+W_Wk8G4@MYWO3av={o})O1Hna9(>y+Y_}`*
z94VLF_dLz@RC#P&>YypqZM}T!^u!mx)X;-Z>jQ!KZz+9Q3sd%wVe^yE{oE|>A;{4W
zZmd?0pYHKtVAm=L`qj|0;?EzD6(y%=*Md}1w@B3!{{X1Se`(e3d{F+265W?xX<s`Z
zy7WOoK_sb0-+lK-7jPE<?jV=8x-b*9l!tIfrqq(9J&?UPF2R`w${cP5b?H4U`?tNf
zQ?ZYMxyx)|8+4x;yMkpXHD9c1Fq8FD(>zUGr-cJv+sp)T9@+mYKW97)WzewCw|)6D
z`>&ga_TP8@-h#YPQ?;>JW-g3{no;yu+hU7lMS}CJ*R!Ia2mpz5;)A#_?5<<Bj@POV
zP_ljzaqm6pF{*>Res)TKtP;(q{Nieat9x4v8oL}Bc`nPwR7lbM2s}IlCRc!m*zb<s
zZYsLB@`e;~j!AV%v|e;bM2Mi>Upu=pYq<XMC=&rmJWqMKI#so{{9(K_br3P9a);M-
z@taPCjZ62_-e54O5Er1zVd85H`qyyZJwVa?yt=@Br9Teo(-hKiA*ipfF>G^oV66eY
zzns4doaXE_jrbhrYdeg!m8bKM`4;_AmP(8c4E#IyM6ik-`lIEGUq5Xir^x%J`eW58
zB-ZpxU6J3n=Q$mkwn9THDk=i;bHjTDvmQJ8_Fl=#AlO4XwgoLk>I=CpGNUcJ##@is
zQw|33#Cpxl4giQKAgZM<_JK?fhC6xx+F)<5z7Oejb*_=B&)pIn+e$@M2aAEM-JNx)
z0aiA%26CaM-wms7oAS}g!x8!^$%_%77!wvU?A%U-X2~U!Q+*(pUumBUYEK(tF^=*{
zE7e=gAcv<hEM-Tjz}CY3meSm@vR$#FMO(;j_}fc?CcdWiTxk;pzWYFyMBrZX=9ZTO
zB9&_exf0x;IlH2A1|1R#BYRg+ThjR7swCjAs}a0y>>X0E-(g}_<6-(KD0+J^#L2Xc
zQ*?r`iN_RSIr$|OvYJB~soIS7)yp?&bva|ztSV;s591z<_Wyx5(AikF{;s^TqU?7e
z!JCHXmyKiQLN?BisX0V8QJUN-g!f(dhXlTg%hu8*XC*w^efImRel=IGy!8>cP+2+?
z^)sRvGq4%m8$vJ28^diMk{Rbe#MI0`;zXO41;9<-czO^aa0H||D3<F@yWf9$uaoUq
zR~qNH?9wRpoQ~mB?lhKDFe7--4BRNq#RZkP-&`+8sTa6pK6l%9eHP3Gx7SMZ_NEYm
zc4;YusDsw|s^~iM?V_aVQo_c@8BT}tBp$QtA?ryeEDS?DH;yGV|2Nna;@6YTH|+=o
zh3*9Hil?K=;kvaYX4t3;@W=`absXh@>l)j}3EO$}4Mkrd592!U*yo;@j2ykBZ`UQ9
z<9a8aDVx@ICLd5&RP-O>nZjv$EIKR?GetB}?xCD0YqR?_)JbkS@Zc_r>e*&srLp>(
z1mh}iLz_5HYef_bC~}0LoZ}~Xpu&j?`~jt;=+Fe={E+aR%Bed-AgPjm+{xr-IwpW8
zWE&m^u+M><x+Qnal04-NHtS4jJ%$>ky3n{^bkTjLCz;@h+K^EpdvX^x>P359$d#;8
z#NF8n5h29?A?vLJqT0IuVbrVKt0F3h2oC5)kQ9dwVNe8=8bU!yWh5k}n*qHv3`%#0
zv~+_?j8a2)DBVa7F!k;kywCG|fA9P!o^$p-Yp=cH^I2=3)lgDdQ+H9ZLo{Q1#GHmA
z)#ELC=8up5ue%4~>aHelv)K2wSyaQ$t=7&sNUtVgPbs+T4@5LM*EQ3hzY`Ui|13T9
z)^%?Oz`utIHn|`=>wjcG9n5g4<Evng5r}(HPi0F$j7W2>Pb&%`n(ub2O=txyyD(UG
zZo4*+@C;~P2%wnG$WRAW&U@9G1w})CmLlw9Rg;B=&rSBWM}Eb)=Xn(r<@(w@38K&k
z%R^wBFI^XHm~Lu(1sHD6AojuYB0tY~xBcp}nZBeMHpw$p-c_9`drfUWL@;Y8lu4LZ
zt4L2f|9$*}LOKM~o;XcUJjhqI^u=jE4#-`dzJh2A37~_I@Gq;ych|0x*oP*6*$~?O
zAPx`8H+MIl?WEk6$La2e0dvXHEbSrx;1YRPb^R|trm`a1<SAi&IA34=3(ppQA<Lw3
zo1er?a>3UbwMT-&-SF!FUlt3wAfp0EG|rCS+IXww3CP7lW7Jj}SE)-DVDJ!-7ow5O
z7R7NalU0UVn>}DuAo-WYydZMabAsc?wPA@4oWd2Lk!u$821Q)RxH*8}V)xDj;#Cyc
zENQjvDxjWyyK@0#RM`VN!~TfoccSv;w9IeDX^=<8|FTX2${cj2UR!O|KP>!PDIHXr
znzQK8AZ<haC<jIwS)=psoq)oH^Zt**r8i6#qe^!R!YW{Ry@I1Y>5`2_!?300J1<i%
zS01}0?&^cS>6SGAwab$0)zACV1}0hpGiIW+wKyR1vL6^vWyake|Lk2`=RPynUlbZ_
z!UAg5far3T3rNisy@Y(Fj`3ViGppZu5-;t&U5|T&&Tz5)B`M&U?r^A<duV|4&AS}H
zm*<y4mPK1~bFN<;hl9EUPL*8j;MMl29IFTwi{BX_zRRMxF!0=+da1^}y=L$P>$b4*
zThY8wO=a>^guqki9segk0%=zKP>&RCuo=HSjTR`ZC;!wCresqyY!9PPuoU23R$DPC
z>yk%@v*(9j$awiU<U}7RR8;HvzxE|t<W)iy`d3Di){wMSvq-MG5an4HZCjsW+q^a>
z?o4e}76P3qk`H5H$=51Wk_hnwY3(CA5c(VZ>ml!mZGOs>eeC<wKj{jjjzzES!f&wX
zV<-%xdmRhA3sc1-3l9}aq@?09WzAg3k^v~S<*V=EPoc9Dx-+Gl5W4ksFO?^9y1F6v
z=2y&^b#>Z2fj^<l=A+Nk{My-kl8B^<!JCJDX}7Wq`Ii5Tf7ilzgXZ4)nWO*5<vfx|
zeDZpA;+}l+QAEJa^;0(BBjpve6vW&++I~OA24$bkdOg8fLSR|#az6)8_A4+S6Mzf?
zu!9!j<mz#lU)3@yXdU#Qr1rf=E+Pio_A9KL@r~ra;^uRnIDA;|TD3D%InElE<UGc^
zKf0>&*gvwGQk;<XdXA&*I_^7bTOzFCy~8sqc7SlStPD;<Nr&3A)UbMf;?XesR*`3w
zl0+u>)M|-+1|sGZ^@v%-(H~^vP9?LV@3_Z`*qSL4BNQ+j)rp3}B@$b#8e3yQZBSlj
zvl+K%AoRAEiPnTCMsur`pYS)J9u+|aQUIyOOSOJ?JLp-Bo&JP72`@(IWDdW;HR)H5
z{)Qpm0znaf_2coo0G}lPo}lZ|hG0KmHQWe-C;yryXL;AvOF2{-ukbfkgC3^%?q$P+
z=bdq7H?)dZP&p}H><dzrVqmZ{AaV=fDXtY20G(s&m2@+8Bx1<{k)8D3;Zg3eh_yxt
zzVqoN-yyyVk7K_3>0K=59AdO|5YU_-#a6ya&15Y$vB>(-GbUJH(zPDFrW8}8ED@5u
z<J&)dwQgNRoI~|Ggltj-8!amtLGc_2%;-yBeA#yS;dA)d|ASj`eW}2Lbm`qG_s^=(
zy;v#4GX(`ae$k#T&^X1jGW2@{I=W%nkEQ|YzF)tz{JL@vRuu$smX@ycobhKKoDjth
zKHIhvnD&=1-y1?8rah}vC@c=u57GpZgnw53#uX5;Z#VUh63DXj*qA#7SYeeQUF6}j
zzMF%}xtMDr31Siq{2O_)50~Ai_TpY|qOLOVg2q5hv+b}=a?qx}8{AUrb$@1adfUC6
zw73dmfw-Y$)=)pkcCO(zxYxE!-^+5p$^bL(=|58NbJAOcO;*i)ud0b{Gv%bC<`wEE
z)Uy7&ZH_qotL|aC1I74vO;UGQJPUtqD;9nPL_yz8vZgdAIQ11&ZwKXqs{3;9?ry<|
z3qBe&fdMACgub&;M~Odwiu1Q@dXX$WHU>^vuxRF`IPa;54NzfXKT2U<n`uSE(_a?q
zR^42_sH5=CL5rJ^T>QMOvHimU=4k5X)~G*i=xGayY0f(1Ue(Lw^c{o)D2B%Yft&>K
z=7of?z^jG@7-eX#*Hl!XpKIG6WQd&Va^)Kp)9d&IcpEXH;bL(iD+`t{Dbe8(<@WbF
z2`ZG8jRPsifDb^x&wMg!{uSHcf(CUJ<lg~lv~I^myyM6kKP|4bpSbq&@q^2MzMPKv
zM~-3jWROPTz4r8vmtw|RwLYhWRScmkD-}h@%|B?!{b6<g($#Y70Or4fdC$gvI{oJ#
z4{m(_>p4cC3AX#=m4KkBNq1t6iE9)160exOA$D8bej}j<<A}sK-tS<RtmHXzx{!%F
zAp`mMyI53aJf}`s2^G`JFl+u>GFcu~bSLcbi7}t$h!^y``vweBQdc)Cd9|(Gb1Qp0
zg~In3<IFMsZizgUR|!r3a8zkASe!6kgb^(y62C-qqh3d^W<5ha7*;H?>JTSBs^Y1j
z#q_7Tat8S@@$CBO7d*<&S)2*Cs(7+N+_sVSNF6q)Sd?w(j_Mt-q;S06<xE*N?wOud
z^Ynkv>$WY$HYmXFVe!!;i2b<%b@S|NMKKe@S$3gXl|O}M_ZCUaYC5Zt(hpAkN|P1m
zmQwH=a<-;;!c6r%WaU`nxX$h&1M~BYxXdFKldeQYc=5W5-I~)}SgFqw`qmyhH+O#b
zEkkju!__NefR=GnaeuN(m|I}oaJTSfUNO>0=E+E#*hExU8Z9d1ZdQbQR%{>BKm%Is
zjq5t=8Dpl@St!^p3q8~Gj1hOW*C}sm#;>^Pf5(`cl_$AjA)6%%@B-w9Z!L>`xp2px
z#yUNGaIRo~g3sA-{(4hSWt4$U>zKS<gKQl*1BWlGr^ljofsikEWyNgb+t3Q*{3}l3
z+eRffS#{;u5_xJC@8>etnfpmzA5*B9o_({ZP=n5O0Hwg-mo-pkQ>R6!J;eOcK3O!d
z<)47c?Rodh{K!_RFa~FEmFER#6<h-5EOqq36cbMmhc&nkghgnu8S+<1$a7VANUN_L
z<(Z5t7FQWr`Fi<9HTr4gaQa1Sb-(dzwI17!iK;E(xvfB?My{MyW_7Alv@HrL=gjG|
zx6NGDa)*cwljq>A^LTRlnd(agukkm?o@X1)D~dQ{O_Gmw4Pn+ddU!UCknFzOQoNxn
znTLMFH@_zk{vf26cOcjIgMndl5@~R)>~by%c6KkD)2~wf<K3(&bdI=Cb4{Pw)B4=t
zdh!TVOzM0%TYFql{-{j_p*pKFfBq3$4LVPOgf(!-wv6StD-gui^FAcM6pAn!*3H5c
z-K+AMR;QQMg$gmwo6p&2^=?0`uAwk_AN@Zl3qG-eS?8|H3$%L?z5FD#3cKRPxsr8B
z4<=Cxu1s6k9yQQ2>EG67#}tk2N&WLcLWA17Hxl<!{WZHivGl{l0F9{g?d8E8y=#vh
zHy(8-={z|dV-NW#O#$?ERC2vAy=Kg+a7-(E&YNr2(-}~6<%-n{d*Z{mn#Z8y-^a&N
zKkTo0?p@0gE!<ltL?)w-Vs2WqJOXsnoTKOd9yOg@>&>yZrJ&SqpEZD~e=^>)t+77u
z#ae-9$-h=wd<DZrmPxAZKsswF1EF@XG72X}zl!A>u+ddXd6T>D2N(;x9QQuML<6bf
z7#&E)#NIhb)06wpp@Wv1xgYeJv!;;4jO%wIx=f;E`rb$L)o~QnZ4?baKW5l>i*py%
zZ{vfi>NaZYj7Cc><ZoUIeaJ2d20U*wDmUB~rJWcfai-_Yy;oKqTqGIjU<r?B_pg0t
zJvwbYFKdt@Pt7qUJNI$}_wYRK-wOWtMCzfaga-87Gwj;ATm;qKAmx-lR5Hhy$8=~O
z$E=Ky--k+w-*bHLWqV}%dW9*xK);S_f2{1bW8~EugLX}B3#lC;#S5uoa?qZK8eT3(
zKPbXZWjd-{%~5Zhmj4b-Y{14}hD%j&p`^_XRyg_X8X|MlOGU^xfiFH$Mxe4X#Ynl&
z<W@9L<^aB#mXTV8Eq%!&yW_9fq2KgG*V;X8o?C+%^T=yxa3kkgo&E7J`|{g*sUy2Q
zM=lD}Q|>B(3CP_SD~u0~7wys<rF2gPsneel*6Q{MZj~<ZU%>J1`RH{I3!y&X3pyq-
z?~P!{MGDRTdFk4+z0c1hue~i)asxK`vPH^Nq=fu9XoBUgC^EH>;mU@;W#Yy*_fsEp
z|3Wa@!G!UHt;rI{j_v{I*w`b5fD??UbjFWqPgq;5Pmbvd|L57?25VC)CK`1;>nkF<
zvQ>MgxW&UPT)XT1Qayp~zuXR)DV(64N_*|hJ?ht{{{5nN)LPDfUR*c%bJtYf<#xE&
z_AyUu3#F&VI$mkqP8~X{Z&7s9%rMC4Mw*fRTdlez+TFGYQm|^8p@(@%%Fl&F$8L&D
zGc}j4$q-95Fn{fWw*nzb>q6H!VtdXuH$yGUF1fWDOn@uMhv5V1#71+S?ZAqudN;pp
z)SKhG!J5}sK%F-RT#UNf#12xWG!<U{kta^lm+fHz+m0%4@l?E`xG7~MCU}i!)sc&Z
z&D6x}5|gerps#ep7t2}Ypzmdb`xko>w~<4GQ<hO<VLQhRU7jHM!T3O$T*Tdz6>bct
z$~pRP-%pzJqKb*{cvJ0q;oLeuQj&EyG^6KUbnDpmxKffJkV+46yUPA}dIMTDnA3Tq
zhD7PTEiIcA*Z!FW)<Q+dyOZsF)?9n%vj&KIV50P`pE)^qzr-~a4ES5ru>KmfR3JRX
zl{x)>MQY6H_~ArxO+;5jf(F{mJt}c}(BK>pE<F3+_MWl6SZGpjRT<3jJe7Q4`hO^H
z9kAAvcc)6Va&&T(H=LGPVWbK<DR&&}Qpt?RmtiBH)m4g;Z@jO)Le+B?IJe;B<lqdT
z*!t1fT|GU!1f$gpRViuv4?1?Rn%t-M=I>FqgBi_{yKYB)jpl5iFtbsLXLc5<Pee~v
zrUAI^OYMXnmW_Ai1KW03&F*2@p!KjL`((;g%FhrQ3QadAa*x+w%+KP_kGKE3!z`xi
zUvC}IF>9cyUeJ@DWEQE|t08`tMoPg`98P(H&O74NkdV!W5L@d&Ah=r;tV+ap!VT+x
z63#G1>`-XmRN<vfh^J-_DvXA?G8^@U)0XDGJBV0RII*WBksHl;r?Hs-y)sUD<&O{!
zpbq@tVZn??RHB*8Sz`YkZ>+<lESF790f?P8$S5^XxV=7DNMw<sC^8m3(~@rcBW1UT
zq$d+3&SZ27|FN#1eq5SE)iboOD<-H_>?I9kY+k_QNM&}#*H4Q_1okr5(SIDCMwqwB
z`C4K7zb^-Z`dx6g$l`1Z9Ygl9RHa^(a-cKr^XXEWOZ9UR=kt60pIhvD)O3q4egtJ#
zJ3LbxwW}LJ#vMi1d>>ZyFTwofF;_1wkl)f<fVXaG41~lxK&)dj8Q9yXZ23*N)viZI
z?%3k_OP6@G3xiji?6f_W-W3<T&NgwKdI}HqLW#IFKKVa}*v#VG0z7Om3|QvWLGtQ=
zuWIRLsC^$3OT0~4o5K4@8w(~7I67@C!66xZ)qdV?8o;{sd}Kw1#^>t`uV6CN?J4>r
zlqbKgZ8f0R^>>0wQmUuWO3m2E8t)aytP51@AD>0Nwti~q<(?~|^Y4nf&h0NVFrUs)
zODXdD(FT3JJ>v4y7Xp3VH!`69ZC2+*UKZz>m4cDbH$;C|VwZi%|K5pRj@HDdvsQ2M
z>fL42g6(@;cl&0LoAJK6;$+A_%Mqz4j~^Nr{$0&}+KE_(&J>n>Z5VJ>;(9!v9{~#_
z!M&HJZ^c}Qb|qs<R6Y0n+|3L>>cie3bUwXsySM!@Jyw23=Y+hX`gx&L4bdKMqiZw2
zH;UDf&#J|=uV5&Bf2JOf3=}BPmxG?{>)mwZCwcGYU1QH?zzxyflQ8LwWyDBTu{)mU
zp3^y@2>b#~i@(VHo8MbUgz$O!Raq{b+F!$G?_U3R7ptXBO?4RHZ8nB$)>*!ZrW6&S
z7#SIrA*Z~VmK7mX2T2;DXzRp(XY+`^304^`clXGrKTgy}r{H-RbODo+EOFNOO(9h?
zRO7tR`-!vLieqN{zo$2p%_^287i`j+M?IW{x*rGR@rJ%t=430k=F_t9j(^3mjWg|7
zE*_+vaM?E$;$d-H8XbWCyDa3_1Z3IY4C|siEKlf9^$5@(qcl`h4_i9p=n#Y>KHyT-
z*n*DpDJm+j{0z1TiIY^q>6{c73XVOlY75;&0sSZEBQ%`<_Gldx60UXy`Lnv-A#X34
ze|Ozy8$KN&9<4$*j{oP+>rG}__jZ3B4M3?ro&XZG$`*`JfgJmHrlCe$cZfeL5PQ#A
z5a@%C7q2Tqd?fPsO{Kj&oI@kZlj9IoZF1+3m!>7>SE|i^@@t?ex4sC-aTM0fH&vQ#
zb81Dc6NE=&7WEz9KZa15y(01}Hy<^Tuu)svF|4r?@?De8q_JmBL|?JJNP?!qYcVuL
zv?*`BTWt2n!OT_u5Fei}Ot;O!m#+$gTbmACI-lXnmc9`e&JaD7QbOpYw=sbcPeIm}
zo6AO#s(2%b07KnQnE;PgI_Qjo1!H+7xg0~H)z<C(9ta3?mzxbP>W9t=YU72b?0diG
zBFcq8mTMAZWcJK{Q8l#2UUw7uiHBA1stpnsXnXL|JqOh%P+Kc8Q&B9%>lo5jZm(-e
z{5kodi&&KIsj=C-HP-C>aM25W`#fc3gvw^aQdlol@W_~%PUANSTeZWG4-#iw_a`hA
z?^QTyt~CrtURuw2n&K=RZsWBmJ$z9u^2BIr_ePzK)pfgH$+?K0J8dCh8+23E<1>xA
zMT!@X7d*Z>onX?|Oj`^GihK#!5J#cAcNqaSDj})wHUP)wUfrlH*c>9Emd2BB&`?An
z)JWEar?f>%<Xg61v8*gL;!;rWLNCiEIo<)EU$DP0X8hc#!*8i>w(Vgc<(||MvZAoK
zeFNVp?NU_-^^n_F@@N0aI;V+Fr3n?!`fLWR@@OR9Kfd^{&LlzMWH)mJ*^RyjfmFu0
z4U!inWn!?xSe~{Kqj#})w4$SwXy^qylVTXbdFgmwm6jroC#lG$VW2mfPZBZHQUYGv
zPe2nJRMc!(vif!H#V%oPMabuPlrJht64D}8W6|Jid2Fe`s=exp4~5!Hl@CD85R*Ce
zj#b8<ReD(i$CY$v#g;xx%@C=RRmpFy1_V{=(V9`>@ck|2a&$e1Kt%RtspYR_YQ&2{
z%w=#WBKUc?IriLl=MFkyW(UlXYBawgL@DOZBgi|aAz_YMxJSQru=AAN)3=mLe5#(2
z3le4+mmk9zu=_s$2`s<FbDV?C8i=&Pi`Q&uPS=i?66c5IoY2un{**1@eWnt<_Pt~y
zu8SNjpVZGiB_laf@9M6ceD981wti{H_7qJDZ><X131ZYh+?<7ayt=CAqU_Kq$$KW{
zU_Q8`bX-({WMvq-5mR4N;JKSTT+^|dY(d>_p8pC~vr4aPU<N`H3OXqCE_pOYezO*S
zzD~6$ZEq)Lv1+j>0vTe5QnHom=MS7(>~JS)m`x@xyJ9?p%CG7eY}k%J#)K%PV`~JE
zET@Oo<33<_IQtCDTx-y$SAg>#__AIFV;S~ZMwJFXIm^eYqm@@UQT*Blq1te_61g>_
zAH6rZT~iulboNS;SjNvE|JDMW=i?dF`tD_CNE?$jLdkEby0V|CD-k7H&+7Q`IDGfi
zU$bx$b>Ghfxy(YWl!e`wef-;KjkATi1&>V3o{JmqNFJW%iz@o}pQl1wcOR=!cW4)|
zY)R9XtMN?UPGRjGZ2($E?REVfMmnCecZ0r~qB-jiUn<T@{Q4|4>qDK)H6qe?$>?t<
zR)X(JsKY;uslsG0R!#EBiC~%LgwD0^cA|>dFcXe1MVNs)MRBN|h+=5rOsA|~{PV(d
zM(up1>LG&lvKOWVSva>7bHd+7>o7DivS)u%4AL`yelg?o8KwjP`b6$wY2_6Zvh%Fm
zvkBHCl}2)WHLK?fMaz|Mo^K5iU$^Q-E)F|CAHqiDBi2~)#t*acZr_bGuRqNTC!ALq
z6guvYl&M?N#|BPjKj*Ic$nLD`dv{*)m$%eR2lxz_I!twAK(XdDe**@&-74aHcP|Fk
zs<COG;$a*2fYIzikkN}s!iqM$^{4+P#ISB_DyXu9b<%jr(YjaZ;o82N+4D34XY|WQ
z!yioLvrU~|xeqr~TmBjy>_w9JdL6$l%T;yoJ>uG})nl84TSJvMIH5ttlue?gW%eot
zZ=5BM<f=?Iikrz+Nw~-?Y7N<&onxq<3;RQ}K&3=^eV(C#-c739@)706R49<My3^{m
z0%AGb_lk{n-kYrW^l1DHqc7B|s7$gJE)8><+J)EgZq&`&vj-dfZLa-BWA$qk<qFC=
zHh1u&)EUd_fZ2FEIe!(+8Iqf19;CA!jG%9mndL;H&Zlxa6OB}^+wa!jLTlk4Z~?V^
zQ)Nu3n!Y${)$mu}6NN2uNeR{G%}CvW^n)w`vZWWc5XnZR9b|ps^zvB%W<`Fq(n=D6
zKiG%|c}(6dU;Zcgh^d#oHNRr@qm7*{LmPETIZGmkV4ZX$HS!6RnSC~sTuPOi9p*{7
z7UfB+;`0#kErt8>&vQbs{@Y(T-9XHWAmW!VZ6$DpZJ*Pz3w~}FtgBd<Fs)T^gQMvg
zhqI)d(D`NQy+Y`(rKCFERowSM=t9;eXSElm;#3`d`5Z&(T-AKlB12>37`$ft+-o~*
z?q`ZWFuPKdQM+4&d$`-#=n%87sNnIPm7T*mMLvvc?Z><QkQCzDPnXe6h}yo$JZhy6
zhrjL26T(%lPbAt^3A%Ou0vXq`=SD;weH;Ba2NGE`&Xw-d7XICY*_Pp+84YluO#xf8
zb+Z-4;=GRZoSe9?J0*t=_H0K^c<YxObP>d#K1(C^B!@3R3f_7D6HTX{?3migs@@h{
z%tqb+YrJx=6*onSs>b)*C_;QsMmMa2u-gs`lX(epb9IMfr8u37kWr6&+@FDq9p0$D
zn*bzTq)11hWT==r|C6s%eSDkF$SAiu)NrxP6b`Jr;)?WqVI3b?YL`a8{Kw7;*@E`(
z%0hk+>2PO)W&NJ5G7kDNwsH}lKh<79y1vTBj2e&r*s(|_#Z1G&p}piEQ^!r}&1=}n
zCXxT#W>p1aK(mU1B$ClU!8Ant@a-f6c5?gh$n>{CcNj@?M}t1pIN+DAtbou`XRxrU
z2qoIMwUoXt)qf`tSoDJGhJo#yhwE8mH~vn?4V*)uhe=*B#-7d-jI))N0i7+cg~jDJ
zU6Xq4*JZxU%Yvl2g7Wn8yx$hQ{=o5O>zIG^;zoYFh?8T>Py3mC(Fx6=+G9Hos~IoV
z%NpZ(ona>>2u55yd(R@_!;bV~MU43=rUW1`b{=ghx?pU|(@%U=kFvt|H9G8r_3aE}
z%-`LFxI-=`1;aypp2A3zUmMqZomY|Q*q8?Q7957p`nzGW?pipm_6ajtKr;E<Ip5f;
zZe)k=+l`M*mcOPm0w?!27sVLj1<DK5(mHxd@!)?x>RH<=5w|Cd$O!Y8cbn<aEymN5
z&KFuhM*iXZD<_NmN=`ZGxr{<w<T+>EA?J>#Y*WQX4CE20bncs)D(qru8LYHF^^MS%
z$+&|sC*#MIdrC+%ZGz?}tLm@OMy>n+udJl8b4>Y#{9DlJ>z$4>ERB3;h9^YR3DMjE
zxs{aIC-n-AsE$%rMopy7@W;DRy7ewj1$ukRz5C|pj1;YMzGXWpUTJwUenv=I4tn=&
zbn!Eax3^o<U~6Zz^3xEQbx&Wd9$v5XSPWB;)=?H$3<Z5=$JovXuBU2<mCWtywg-vT
z*r^=(J;p5g1n6ZI&qyZqHZ#E<4>Evp(8`}2kb#QV-g08&(^0?J{KzrosB$uTk1!W}
z=@cQuP46@Xbdagb-{XYNTj$@%_V8zwzP)icACXasJPlpu3h)`q0P6b%l|+DATWafv
z<=*hqS&}#ySc<K95o0{6f_X@in!Z+n;0~au45QRpBXiU4DNUnw%>;Sl>9a<Cnio$M
zJ_gQvge|NfjIf{Ze9H;wrR!ExjiIc*u|ztK-Db*at6Nt(<_0A_mvLW;^IQ%lbrB@0
z^tTjezmc<iDz)sR3&tm`ehkg$0~3DwicJhG9LTl~$d(iO<XEd|kdP1dn$yT(l@IHl
zA_7un=3ez0Y+o3UTk_4Q4^Q(~@V@1$VD%M=N`N8V3JeGyyn138**HGo%OUDUD;Wci
z?#c)HEEs1pek{3CRfw7m(^bRHMl(Ha3lMygju`s7bngdy-JP}RYo0JtUod|e^RWCY
zY74visU3-Yb4u7_=G?F<y*0BWAWJ%XWrSWcFZ3%)%*c8Im!HEumW@4x%VTzxoDO3Q
zm-+-7TI`cATMejULN3GJUAB@zbi4}PJT2@vby~Z%!m$1>*!3S8Sq-m@6KB_fWuCx!
zFG(z{jckQZ;~zxD-4o=%A8M!Xct>bHBm*pGpE>nbfWxU4vp_a>I=W#|$#&kfTLtn?
zKx+3_*;W?+^fgvu&$Zl)U%DMrj#hfEH8|GPyKJp8G*Tq|P%IQ-w8D7TNFPnQ|Ef)8
z%y{&(CXXR+Kw!W(YXjDCX?OJoaNaQZ$q3-?BwnMH+O-4$cO-dbdxFNb(BZR-Ij9qC
z5s(lcf31hvru(1rFBIut8C_3Uy?ETg*|)m%t>s5*pcqxWFB$Kg=g~rguW@Ohz4K_K
zciz<h@?k@)PB;F2W>`vNN*?GZ^YML5-@f_^&U{c90?(JZ2GU#_sokD3P;pi;08KU5
zh1qJIFRCd{w<;Y6=r3i4II;a$&zY;vQXuJ}G6vzda4A9o83Gwkk~s5(uMS~xUYei=
zW>5b0^q|B|QmP56Ao1)1x$3~TNo+x21}ZUve666<1BVUdgL&qS5e?k$xI1-WO^Q9)
z!;YMAMBXRgLAJQ;N(>+lXA>Ywk*>sj7vvc?`-F7(N*O}t-7)%d{Sn9pUV=cKsRoxU
zY&&<!UK8zoX?X;p9zu%XS8xdBa!;^CPIGen&Iatsww)ij_XG@dUKR`_Ba#pb*f~(V
zFX%|mSW+ab8fI%l7~U2gsd3!>J=Q6SjS<folq3r|N23hpvXr)0LP~!QJX}|Z>$0R#
zXFib^co^{Wj^6v+ZVHU~6dgty_dt&{ScgEXY7UA<u!Y6aIZu{xIEGYKTIm|<k)rBm
zMokR^ioMp8U6y{DYAT#$Qlo&A*7`&<Uj5n|j^{t-+Ab12&r9#9?M@$thOZh|Sruvi
zO&Mos3zJeS-snK!|GV@OtZA=TY&$@_#0-Y?9_IxVI<v09$Oj2<qz7&{+Xc%?fUixA
zvchWT)5Nf$3h4P1FU^%_GVcHoGVuAo9`R!#s+*CNoSzONq^#i%lhp`HhgGVt$FDx^
z7M3y&g@-KwJW#vX{|_Zb6tPr+WLT}&y)jv<djpOfS%bQ3fJ<X;tNtPMw;WXM6tjqB
z=<9wCu#Cbnad+7{^z0C?+=55~(d*iOfy1~!0ZZ=bog6d(M=~<l=$c6JFNtCw{2bOw
za4mqcPX_bH5z1)6@y*JeiBK*E-q;Tk7ka#bCH}L}u!$Yu1CbJELgG<zJBY8XhQUir
znl8Rc<EzXR=btK9PpnV?9!h_!vWiy);>&&Ac@1ApxF84RYFPi81<kJGF(B18Ybu;z
zdP0`_+OgbAf!yOi3t}u$v|hj37#YpFm;F#(jeK`PI-GThaUDnoXRk`w{q%+HY*7fE
zX|n5^W4%`sohI%Rw&wY#<0Rx|#~U+XP8(}sq|H;J0Nm`6kQCh73QK{wuR+BfBlWL;
zBD=0bWqs7V8@IKoA#%bNM`!!fR~x_*Z}umh<vr%uiWMQJ!hx@3EB9z!aY2v6LEg&o
zYnBy8KWvC}USWJ%cax)K;Z#@{Ovhmy<dK)QYBp^`{SB*c>wn_t9UM%ffJ)w#c7#3W
zRvOVINnU^KYZox#M~U{`>bZ!ubRhFl%ZFeKD02wrq3xui_SX|Olptv@xq{Lr0s1Mw
z)T@vZ?0c?D{gL|t&M<{O24<&h30Xp^c+Sr7BOTrD;lJ(<l#mya>P8?LJ!1>I2hc<+
zIYzEC@-J{GA|tF(5~y*4<wK7(qUOw|m#5u%6G7;E$Yi@S<u<cd3J`J8jq07P5u2vC
z+zcu;?+->V{@AGB*%Dh=as@kVa*xJ|^Vk=ruJh@a-T;0bSRE=kGBW$D(a4b({Ox%2
zQBhrv6}HeQaCfo?YeEkMApbkgNCCEoG9Fc6C!jHhil@WDA5J>}7`Ds&&0Xeq??#ta
zG<4<Nm)0A2-Q4a>%{vy^jWeliV53M<(PfnA<Glgf-ulyV=P@(SqNDpA&NF|Vn_aAu
zzFh3t^)feO;9<TYyrOf6bCXUj5g6mX_NS{e-mUIH_Z>eVcb+Ysu{L|2OF0O^yI0Mc
zgdoc9=wNlV!1Mm}EIPzp|4tk)gdc!@qfjKSGfX#|Gdrp{N5?!8`xj@|#j9#rx;CCd
z(RcLUOPmopE$Tvk85zls#)eBhjl0DnjWzZ;ZFF$UM*xkEw3n(j@zw)?hho+A)-%v#
zga;VOsfLD_hJ)h7$_E*>^g3EgjwOhJ?K7o4P(R(O@J$%9?&lC>;~>hKV($kG)1>?C
zjxJdAVq<DapTZmajjURao}61pR(lO=j91tpE#R1HGSIQYDBQa;tXYWqu<d!W9mItn
z`xd$+({oJq0Ax~)e;Y{-81sa6TKU<o*_Dl8?@eG~eOPm$DGD{8Dy_IjEB~;UODj+P
zJ3aRyZSy&mEsZX(9jy9m!`H%_3hX#@f8r23nm^!5l@tR%uHlr1LT=5#u%_^^9N?x`
zC-N6@e?-F7&p-JY=a_&98;u|%T2Zy??GVMXp8B}M4#loQ@yxM=G9BVuP0PBU``Tg5
zdSv0HLWLDme!QXmo_{#o`144Y=WwbcDJWYFX_rxt4h4N*3~e!u9;QkRt(o}eVRNps
z4d+Vq=z3y-x4dHAu-E&n*5N)G6~Z@hn`I^xx*6x1aA)_9QM#FBiWFJD#*|st;0m;-
z7tFA|A`z`P42qi7O$0!e{f{ux-U}dy$@>I0_Cd3A(=8B|4010T*?$vhr!h-g`K42k
zkgwjTO_^s+h`gaW`)TOlu0Ki$^9KDI2&4p2XGGpzqC;%Yyybg8NKgr7+)f_3h+7ln
zb38w$=H;UZ_05*!7AiN+HB9$g@PZtPmKRL5ANm%uAVYgrkjKFEfPDMg*azdGnV#R?
z5WYw4r&O9FS8dU2bXC*DXDf_W#ZNK(sS@q<X%EOL-@z6_1D&c88UOcdp=>xe_G&&J
zvB(1WV0JX8LxIsWG7S+urXVib5_(VS3VG^k%oUt3zE3KoU8-jD!YTv|?&e32nWk-~
zJwYzLAtXoDvo`P5F&wdV8KJE}_eiyk2Tl^4)uB4Y?-+T@+*9hQd)L5`xLjeDv~+ob
zvPeQ#_JtE&bJ4&6HWBv(w~CyTBPGtNEd1t!9z!y6%lkrqiZ5OV&G@cf6sufbZG2Uq
zS=+!CK$ldPE|pl03WG*|XMperli8%%M0=DXBqQ_77t8v+b;A&T4`P?_bk%C0`89EW
zC$ctEA~8x#MSdfoHa-pxugHdzKzIkN)h}I;@ty^!jKwSgx!(uEC-(EA^Atd|M>-GE
zm8zxLks~2eI3K{a&_WJ_fQsIJePLMBwI1Gc1a#^28ET~9_%qX-`_ZWkes#9?2#U*H
zXER2oHa;?+&!oeKrc581ZKpH-zUkhm|Jexuu9E>#Ky)3?>IB4bZlZdp8?A{390G{i
zuKd?BGCCg0?$2xS#Qgse#Y_#=CgT!fpONNA`jwbL!?A<fI!UrCmUP-hkCd>qM(2my
z*YwmjONG6mxsTgM8h!jsMhq7lmSYE?FP>bfi(6Z+seYx)j{EK@rRQg4cnnm&H6kP)
zuF|ja^X0HUMZUHdf4TgXJR#67l|G;z|3G|L4IrZKEI*mv?wbH9e+GE55d|-nQF>EG
z;Twe{35oP}E4esy7fdHgLSB<``A;ZSGhi)@-L`X8O0ZL!AkK|eUk=Sr(5I|S??5f4
zbizxGkQKV_-CBkie22+K_0s<ziod<w<8b9!?W>n7jB3tN=XIau|1UNt*s;FT2|n&n
zd8Cwp4q2v~ty!#W3AsiG_zOwjB4ILd3Zk0qc^;NfEMa*WKo1`~Nb?0f{1$s7@LX~G
zopDM$&-6S^oePu&G1WXkzTOev8<4Zz;iGM1HbA~w;p8h$T)cE#G?1!nF}&Y)z5jME
zhq>d9XuPaH)7VAwtC*P{DKU>P=WMXD5=N@7v<^HLUTm`Xb4*qNgem7MEk`fWafCdE
zoEi&fR;RrBVAMEmUQ@YiXDk#t1S2zR+n}U?06e6?gwr^}7DN{mKLpEsQ6U;oF-D2K
zfXyH?3BRq<qU#@OL4YJY4=`9%S+|4`aNEHT>}?n<I&3fvy}T7EcJtHK3mg43l+z%3
zzA5g-T;R)hLLTA<498+sVOFH-!-c1musA~~3m{_co|N?khOYe$=@cAIeaF)kh+Q<x
zn#lc{2WwIhE+U#up1w>5R}O#KnAfl(>OO+3DhK$dJTpmGlOiP)oAc-JMf*BH``iUQ
zFP}%ecySlBc7r{rp+J!}RqA7qg<Ki66gfIN1O8^F3t&>lrlY|zvE81A|Ll+N*PSQu
z)w7iSaeN8+HM5ie@qGLknF#Uq0mAG8t5mGS8JTf1?!z>>?tG8M#&ri^Ofr{&`;-IK
zO1<Omqjx%#x=NmR*UIAfDy_V9iASxKlui4Q+A}9|_5C|+NEnIWtcf-gt7!D|8xI33
z7Xu)hw%<S`FcKT!kXHY?$GjEwJv7F-vr$KGk4h+Bi7G>7nkxz%v<-FLt{$nj)l~*0
ziDROl+Ny<FH36(?0|?6$UGQ5p$4p78arFmEDZoflWB<_pb_|4Z8b>S!R=`XN1OWe#
zRTaD?dGSScn!KOZV#rkn`IG?pZv1YNMraIa>cmz9Yk@K(<ED_}iC8dMf1n2cT;X8}
zR^s=3zQWkUU}q!1{L_z;-KAbylC<)YlA1LdA4=*S7QHw*nUp(Q4gq^Z6zq+!f~z8+
zY3w#gEUnm(#EA)4so$Go%(t<B!MQIG*M{*TK1y_2A?9Y3v;VF|xYW=<E{7=rf*xnC
z6&KdKN!E+cn_#Rv#S%O3tCuCQIjH*=z~$6nlom?L0+9qDo|#gpKn^EGi`aUd$LjY-
zO?B?=kL&;fPzqcP>R!}Zw&wxYMXoXUz0~K#@ShrH8*#(nFFjhdpm0sT!fsH|_Vdgr
zn1G$H9}TYvcHzxxG+UFRq;pDM75P4I`LxYQ#fI%G)U8$4wfq;vU5W?PnI04trP&qp
zgOP57kz|mh7su`)LgMT#r~_N9yX<rGNsZ!;QIqOQJ8J{V1mqJMHRWewGZtH6gbu(P
z-4fOrR;w6}vG`Lb1xVi8eZy7Y0?b48IISRm%>gt-2%0JfRlu>?sFOV+z-^r1vDO9P
z7B9$u!?}efUVt(pN{pJBz8U$!WiXB!?c9U~WiXFxj!P3xPaFo{o{2^51FI2kF~Hm;
z-$g0(EBBXQ&#)ZO!*_G#@CGH=c-?gjnPb}10~HH0d*pG(tFW!rC7=?6EMkz`KWGbE
zMWMP;6eyP7yYfdaY|eGJchTs}+iO60n%p7<FE;K5kfBk^4e@f;B(sv-mq8WUeKvXU
zio+zYG2+%c)}oLy15dLRPL<{zaCiqOpuzw~l8i%vhxBvpD;W?&&58Vet^YnnT<%Wm
zk(|H9aL$-pw@d5&t&*lgRC=s{E0Ky^+d#Sfn9%gjo-sKtJ#QDZ7|L{UBAkPY#i~HE
zev+?^OlSO7<^}#_zt93UVs2#Z&BEW{;<fYGp2j}^qoXI|&Ed0GTL1==gX;Zt4@u!P
z=SDugw4m(9^JdSpybd+jDFXk*<C#~uiZyh9Ht}W_RLqs1A3m!V0tT@iUk_^qj{#ec
z?>h|_MR?}sQi{qo<13n0UgsD(13<*~;%pWZs7S~HmijtqkVMf%-vK2JIw)oh@(teG
z%bHfS0Ii;;S7ZaF5`F+Vv;(|88LH_7+&<-+GsD0n9fNz5r(6|XCrAAg9{lwpl3ZdE
zYP8txv$VDbGze&9d7?(s!C}_1i;+L{OaRzjZ_XHtU5?ty(l3uZrlKn^#N>l~rfdHT
zrbI{LhA%~xQxvy69+XTOUe`BSGE6&}V6>ZC$)L#@8e(yp5%t07M-`b}y`A_8<YM6D
z^}M2|$LL+*ou*>@TZD8VRrG4N^gU_MLpWuj6keMpgX3%jG|uCPCb9Qk|9fW1iV0Aq
zt%KR7xCeiEkAZ5YrV50DVF<+H*DcBmQ>`q{MeK*B;CFul5$J@cGX@0sv$%;c@Wn^{
zo8(z7&>-Ku@|e$e28O6794PWbUc(ZJ=sV9r`gHshD-(>An^Ci0VTq>#a)pzM5740x
z!J4xKgKPtAt7GAcIJEK5qBilH1h50jK{3k3OXSLxY<S9lAG8GM6ro09s3AZJd+b0(
z#Xd+cFAJKgf|WG8Nmq-TSv%zgi5s|2d8FCd2yjRsKr}4J%K04Wy`$4XMQ_zi<zTkz
zN%NJy2rnj*L!0wVhfVbz28@d|_#zAW7yo$_a5mQXHh!{c=K^I7?qmyao0psqTD_R|
zG|fb*B`b4;)7tjM9UQQ|S(}2lp7x&x-@-w6xe7FTZ3x?be+&yIEWlM0DL~bV#h14d
z*g&UO_YTcps`R6!PZqlz`fN2#d#1k7oh;5V2|tRHKef7HJwts*jV;bnBtZpoQbU5&
zrQIs5Z3vvC&_57K-0Xy?;T3JtZ~|caq2KNBvpLqN2>6633g+ZhdVcWRzD-yt$;;t<
zfnkNN?&82{=vDzT5K3JyabEzu)mUq3a8W2vu^3==yla^l8AF<Ib6AAt=KjHmVFPy?
z3RL#IZXs^7O$SvqS>-+m5OLU|Ze-Z>#3~v6d;r7Q@wpEJe0F{V>HT$}qi?8kb14j@
zMgRl!vmJ#I?-G9{-M-BS09P?wLGz4-irB-s7n>0umU;10G?sdh2E%)jZcPrV=l6?p
z?aA|@GE=cg*$AzwCj{G)k;2=={R%#H(BNF+LK-bGAFLgKKKk+2J}lIt(Ln*2XFdQS
zTCEq=0Zt$+9@NAM{exq5kx2G1N7S!jFFb;<?~j8c4!4&;9S--9xMx%Bk-u|Gi#AdJ
zRhu$*b$2(;CV+-yXJ&~Tg~^@Y9~Qq!o<li`b*i45xa2vEo+dVx%~Y5|;w4m7)|*J+
z+g=*#%90Y>-)d|(`BOr^+>h|28UXa!*cfnezm2EesZ;N^v{`XZ9&2o&f)$uc{#}7}
z8`fVhJ(Z|6!hgStE{D~Kwp~Anf1Cfxx$&ZIqy1w`eCJkg)55+4H93^<UKpB&F_JcI
z8tGuwu1`U{e2&a^=CTb=_)u?L$_J%Q{l>-Q6C#h#1t?O5Ig$=~`Dn@B^fFNYp$)=(
zgzdpkdk~+`6;*F9Zut$fUK2D?R));WnKmtaIykC|w>g`26Qa2vn7m^Xki65x0MT5$
zs+U7rc1O&b!h`rk39evvYK#AnCDP*oM5<Xozpjn$Rp<(CIz*bvIXj!KJjwvgj9VqI
zXDh+F%q5CmhmbrcL9r5**<WCTC;?0dFdZfKi!veC`r}1A)r!a|GR%-@hEEZ_9wpI!
z=YsSbO!cNujwYJ11WKKJrJr~(#YhTQ`di{`r)eT2#Hz}RTLiy)sl<M;YL%5@H{)AK
zUYkBH)3_$4l!NiI*#d1yxJ38Ij(DjYtFA<G=$SL6TNC!W<Ve(wJPCiuR+a5UUxyLl
z=;}<9bk#k_>yK7sSr1L{T?!bGdZx<KPUW+oMF=1`+FG<d?qw5xCiO~@GT*MAxAx$5
zEA~>cY}|OuIAQec30V}3eIVpQ9`+{80NQ4DjK7|Jp*tyFLPNhZUih*4LuN@*Jp%lB
z8o=~2{hFY*KfVf6{;a}Wf1=jI5kIH^_*&}l!<5y{Ai9`4A+9^1oK>U8!qC&qgOJcA
z>8sJ$Ep;J~tHX;v!i%*1ErcJRyjhLyDEVo4A#~kYe;!V;VP@_YLzW>s{P+in4l`d5
z@@Z2>OZ(Zcl)7xKJ*(+s?WxG`SA9-jg+EC9wsQLn<0Uz0dDbCLIV>Pxw2Y&b#?Vz^
zM(BN;J;o|<waLv{uY9d#Ks`ueJD|oE+W^l-sq4lmhe(<{SH?vcwvEVQxT+PM#&@>9
zYR9x@W10lcBqOW4Pn-b4NQHXrWaDPSX~Cl5X^X?O8}X?Fwky_KGovLSp36nNe*`)S
z`r+d+Yho`sTNe^0Pel&b6$I>WqSMig*g~wQ2HNMAG``oS)zI^xb7{?TE$l70BE+A?
z3xGB8tFh&#%3iZE>5KScIR(tb+tppE?dFjK8-=#Y6rya)3uF=<nOu-zl62Zf`xCbl
zY=<W;W>zo_;`>t;iYt#E^Gd&PD$p^`jCFD%)}ULj77P1c{`?3akDqM-D+)e>IC&Lp
zSr82S?yZWVf4mSea5^H|Hq&4;QT_A_opDTPRu~9$&F65iXV>ialbNVl%S~4}n<XeV
zZTi4i58oJ*jS}E)yY8Z;tm|TKc{pX*vOg|O_hE9+{>FF}UnPE%+6WEo$=tC1wWKmy
z)kw<GeDc$XFez3f(Wki8ecI8kes{MuclMUB=_c3K0J#YJMp~{W8l4%4FzSk6Mr?pu
zyjdzCb~z}`jO26;>`wKMJWy?~upmluU6gD}6j6v+2H2_NALcJQqLa3kF+`z8hdtli
zjL7+F#C{+WKLA4Aki5>3@6cu718fx%nG<Y0w9ntOpSE7zEv}Ig@i-cZeKY27^p%S>
zVCmPT3uLKU9F7emuMK<77ai>8bO%bAfC_=zH6R`an;UHUwRIbPrj#agIeaV0(-?Sh
zmE4lWPBS(DS7o7k3`&~_)K*IfR?>9!E(XcphI)-k4+1yuET{&fS&-6>k?O<3Hm{Z4
zG3(HuSR%K8KEm1X<qK0w!WRXjStM^Du|mFvyt=8vYa^qqtOq^Avqb8lwyVU|lc%BL
zZSbZ2^SNCR*SU#jHQR9`rN#>6DF6abhPj4-LX(qKO30xo*DbvY%$_I`02!VRsKCE+
z2y)7voBZkSDRgIx`kMBWM_dm3MvmTrrvJ49dl@h!)yE`%*5|B?4fE%=Rs?ASNjM+v
zho(6S+BFRP$q-s;GFf<QKU<WA&ai#~1tOvNaLIGtB4l&tfsdFD4)a(F8BphT`Wk-P
zb~Q*r6a6v2JC3>~(s|-C9R~0J%>h2*>Fd)ta+Cp1)=m+>b2L0*K=LLJeD}fd^c!c7
z-Qp%l3UNT(w*5OU3)TOAAAI4oK<7{y4C}N2&JgaZy2nUSTq+?5xx{oPMcUE6-X5G+
z@mj;@wJVbzp#3|OrNonU>bM*ukJ=qt4(Lci*~DJ`-iBWTZ}Y**8(P-Su$Ro&v4&Vq
zSN`@s?N-yhteZ`{el7<;_qGm6Li!q9pw0opqYVlk-?d0c2-t#<EQq;jt7AZ&DjwAS
zdy9Os8?1Gi>s_1)(Y_8agF%Y4+p5N1oz1$J)Q=73vcY*NyLC0mn^^i>c>9GovL69&
zYlE{gdxlNx9KW<$HmIl!CfhXpm({QkT0MN}($cp~)Ibl2E3bszs|AJaOrM!anBFbe
z@FWN{W%||W`~5&4LH@E^h1$xq!OFqEm88NZ$K9XzBJW-X`gzb1Hbsvl^a4&t;P2Zh
z)i(Hp9NHYz2UQNbSrihkjLWFYaPRFnS0wPs%h>V=qlxHHL9&cC7CK&_<mXug3?Oc%
z@srN8+ejoLvD)F~ikM1TU7euQ1|#5t&fN9VbH465FmZ5L7)DMELEBz=8VJ#O3~YqX
z2{Ps0;4rM&e9ASy05H0PR-~_iY()_szb%Fn_HQkSi_lQG_F)5@VkGVPpum0KcR)RS
zB~}8KT|b{4yIafix1e?V2G1*M#CTy!P$<dm)ovltmOwdKSti+P{AebOw07hIkT|eL
z_h2U7v9S^wn#*gQEuTMwt{)+9V;jkv#GUpOasUn{_Wp^@rm<YGbe`2Iuf^{<BCTQ8
zu6MgVXL|v2(vpu6yVbb2j?+Lt;*S8Pp@}b>u+;!v@czn1MPuo5ON21oVboDIZ8Jc@
zAi`@vdEac8O`XIYF>Lig8BCl{;95WXQ*#iefW!fGRivIEBVi_;iHx)`OGQ3!JFcMD
zvcB2W+(IgFYh9vKg_zUB<qyyDtayY8>YyX9pYF;S*b2V;+G`E@PUe|L<5zIcue2j1
zviG;sn(!w0Jq5!_fhMzLa`M_t?rzC=>9E@wn0(GU<hxBZx4>-9X5#~=yOjjIq0wv;
zD;)vOTa1(;@20UaVZ&NB>BBHs0LJS`rDX2lFn3m{@YID7HmxELP`J(1;y&eShhJ?X
zQ&KYhONtQibr}VHE}@f30B;gzj>}>JMH%)X_|2TeO@5Lmw<*$hs?Hpx-|duTKs(R3
zXP>?2G4JON4y0XZ`+8as5F~LWh*|)rLQ7sY55<aDJy;Q=L9AU`RKR-i2VZU6QYhIW
zGCNtYx@>$IacSj(5;I}Je>Guyzd3{|y(g#6-cBXP9o^M)?+k-wFO2aJSIZVFI$77V
z$R7S+6vGlI2+quRq-Xj}t|af`Ukg}F9=|N8EO+KEFI#I*U+X1VIj&1}3~xhr-S0dR
ziyV6s$8?izuMEtldcSEi1lx#X2g^Q@-%VcjBpewjgGB5HB-<AUf49MFI4H-~;LeVI
z8QJeg285=FO9R`ab-Yc>eQ_H|iK)`H;H~|0F>UVCJC{#Gg+GxakG&rtJU6?s>9zQH
zYm|fsz!jCsmq*a@LLE5Ulkdblsmk0i&S8I;o2JJce|JE4_fWp4$DtB!01V$x3Ov^>
zCE^(AC$!&VpYHyJYwN4%6tm<eY0P>Z<UnDe+KHFx4D23<z}ETy?iUuhPdRv6r+2aO
z)8Ag(5&pAHcVME~%GXjPR6CZIuU$=WuL5w@De;Yw!>urqhrQ)!DI16C0Q#I-5Qx?_
z(sKP)YMRUyte|7(=Bp1CXxj?n=w^S(VpSo=PeNFyA&?|UiR;dO?7dMT8DG4~K<p|4
zEj8S7Zu+R~o3*>w@Rc(-#3~<a7^I2lrc8X7pKeji*8c|?(Me^uoT`_)bND0FcK5^1
zOgkpo!XZ}uJ!p25$pC&@HKe2Xz!iUpQ-woLr>0d*T|D{T)a-1Q(P?%rg^+9Cw?dg@
zZ|YWUgup$Iq7Oc^^TWZ6k`9C30iW-A!!g89bU$DRF~&Mghq&PK^vk}F=|*s9Ov*)F
z<UwzMPoqQ*Id4wALaxo3DFn>RrW^Y4R=0EF#~UV*z!`9X<F^te&d|*5_A{UXy2`*`
z|A`GG!G55vwRAB3&kPpd>+{zUAJwv-lqly~ZHGZ8h<3x6X?O)%)cm|J9(-k+pNNOU
z!)y_{?l(RO8hELB;M{|Z+Iyj{#Y;6mR-wy#+VUn7k(1htOTmSrNL~>GuLrv@Pn%=Q
z)l)8wOM!(U30PM2B1k(?5_Z-rVtnh~r?3G}^M?Q}^v)G42}h9**5Kqs+bqs<$lD_H
z$A2iMQ;Gr-D&PqB4dE?c{wW5M!|1A}LT+$X)9Tnk71B*sIrc7xV`Mh8dO6VLXPYy+
zo0?Sh>ueIj=<6~o>M#D9Tj?1U=kkG!bO!&M`lhy80W5&LX23d}E?Fy7(nP;LCrVoS
z;xhMPuViigb|&h<J8|q=4EhSm)>=7U2&n3-|Eao^2L<jYJUvfs4I{CW<aj(zLUFQw
zEsMGZ>s2k_7?RxwH8$9-KTLowuVEgVtjz)Oj9k-gBK;gWNXcpaY)?A`y8$LeMYCB{
zH{7DjU&}#UqJ^tp)Kmz*ia|y3q&x=h=2bbPcOU+mOGKVi3ra`1CSrR;=4Hwe5T)<c
z>#UmDA#g~RwZUHdyV*Y4Nk-EY$7d^?UF^V~qYda03=MyaO#ebHxz8<3YAqv;TrKgt
zCD5%9cuO^6`r1ntGcdY$WlWdJY(HtMznU}*M_+|uqhrN-|LooqBFChi{Rx2EJ&^<`
zq-uOn%6~d2K~M^C85M40pTHRgGhSLLyyXPxbN?0*o0Ke}s88-PsI=J(24DqZjgi$f
z>e$Kc)s+w`F)h)XUUy3+tJeCGCu`UZ4vyRri^WZsK=Ko`6kD&Io=Fx;W~J?Hr3(oF
z4>^hThIm{PC}dI{XS&{*jgooihN)9UVf2Xo)w?q>S-=Uu0ZqF-Ev2KD_*R9+E646X
zyhRDFdmVQ06GY7M+Q9us<6j<!f5gY9wMT1KBujoyqe37}wT<0B$wQj`0hoK2`n`0E
z8N#Nd)Ey7NLCls{1V*&A3>8X}#n3P}N0><lHI!3R>*UPlI#LHN+n$o1JFp~_H3YGS
z$*%iGGhgyI`E{6Y6D(-pszz>O7{o2bxxU^lBDH*4ons!$Cin6Zq3z-uZ@S$E)3!c@
zP0|-j%>KBvzSyc<#veN6*j#_L%$eY2Kg>TEJ#Juj_y!G8p+r<2)+j4j11}M|zagob
zw?ZTxxSN<V*GblCFkC#X^z4?=CZBxknSlBHX~v6}<#>A!2zlOtifigY98jklOb;Hv
zEy1z~bF{tH4;nca>|Iyp>D;~<=HWlRwzgX%xY(UEytDP=OQ$$C88<p=Z@O8t6K6k`
zQm1$msa<@ehU2Kf&p&Z2jxSjGOSI#ux&^0(y-4?l=XarBOh`q?(Q>+C=~_Z)nbcol
z6fTkKeV`g=W`d2U`s$F?Kq*Z1X_MEX{vECaTy#l$vtuuAVW!czDCGL{;tGqVLF+mi
zrRt<AkrlzPg+tp)<$9}9r>}b@?Q{^j8rzLg|D}CN!y$ITIKDQ?7ug;O3&!<@&YwFC
zFtdYbZunj`)wX{o<A`d(KannvxdSUzhE%!3PDtWR8sKoL2E`5rcvp3(%e&@hmudc(
z9hAFpV^*rW?emGJ=GGf(aJWoX7W?yxD@i?<Z4zAm;tO2S@U)EVC~TKC$#s~6nm0J-
z;X^m~Ml)B}vsMmw<pvXXsiQX3?sYh}DoXqn!=9&<lk~~uJKu-#R`=u1%okBz3FD4i
z>{yGnpBcNbMb>!itf~97!1HvaqD|d}_K$vUg$9$cceyyU9w^q|ih4NCVR1VO{jK;N
z?b!XQ>BDf3Mpf5_E7{FZ4v94ONvm1*@BegYxSs!P0M2_y$v!w2)M{MD+FPL=8q+b~
zZicL*{iU(@?p;&PRYQZAr_7a)l}k=w-s?Yg@6OM==i)cF;vRR=lK7wtdp)ZX&9C(_
zr&;EoeTDGjx<t-b#rRdaB-af)g5A)Ec>HX`j+aNyMAiSt)>nW<{d{{bq9BN<fC3^V
zDIf?)Eh#D8-K}&iodzOZ(%rIjcPK3a(hW*4DGf`#v+(=Jeed1pv6gk`J2R)x=bZD?
z?-O`T&GK($hp+YQQ&N*1KikwV&<q(8MQ!4+LXuF!3vZOSr77?o|E+(_ZuZrA+R&iG
zItyAN^YV7DiLb>$+F{L(@%~?9FLMq_|GbYx^|T8$d`oaB5@RG~r$B10YQ6pyeO9Qt
zcWw^vVbtY1*B)6azA4+noquNEKp1a*pq$ySUvb)=n;jhV$blQ0G)8b2)Y!)NY|2b}
zpQ0g;7eaDcKZ9PUKY3SMNcS&J=iUtEa1NytMaV@4MPsp2k3$YSb|vj@rm`4?^l(dp
zOZr%SCpO~t2jRit;q-QC{UQCBvzNA=!6`*AM<?q`*Pf1T_m22Ftllr?w0fgRabHDJ
z(%X@rDpm)ZC7s|I+aH>;+0cL&rC)4ZKCkupC|if=X7zDxBb3R<|GrDug1$cYcCAI8
z|HkXy{Mi%umrZiOG~(&HvaCvg4f_D=Q)7y&MyL>ohV?=Y=lOQK&rlmy{c6VLvn11U
z{Fy`<YVxD!j_DN@qVI&dU__A>rUBW1jmJBKgF=5bB&Lkq9g}@Y8b~F|Qo1<x(pH){
z;DwN(-EyuvJ;OkG{l`=Z+Q!#wdwe>N@<}624b0W`_G-*7cj?{uPNX4{6&SW<2X6R<
zBP5oWGEZPFxb92(sjJ~1oPX98ie}*JKTYjSIH0Lx+O;=HPL49wS<+KYtx+)Ll~q~)
zutGonh=boUO=7cOFMW$6EN{7aOR?KG!t6$Gx(0ihXpGocXW};+Xf5sNo@i%?3r^%!
zl?z0OQ_s^a*`{e}J7I4<K(klITDZ(3D!|OAyVI*j$F7#TSuif@v=z~}k5_BG*hJkE
zS2<<V3S0T^vl=DO`Sx@ZGY&WRw<v96n>!ivouDL|PbS1IDX#-xeUtuD6Dg@A4RgQ=
zU@eIPgrA#`;IP>=#p%XtmhnwL2fcOmm01<~&xMY#fo)qK))h(C$b$gJfo@i3nc#@5
zvH^TmE>E9I0lTU?b^htx*~|8Pi#lstRZ@2KhaRa1sRM2iujz<sW~<_9E2yRVP@yj{
zYlE5y=k2U)|JqbYq1J9^9-N+~AS~D+qQd9^Y-b!rk^4ik$k`(d&B-EFX>u{T&Tt~*
z4i<CLJWKEMtgX6pm7#QkESX5Hj3{H!Cwhabd0hs=DYknD`;~-wn78BJUfq6Vri_1N
zgbwagf7|-#rn551Z)yBFxUwC6-7En$`D;tbp3QLi8tJ0l1c8I}EzU{-Sc<1~sB*~?
z3HpOan331*SA?n_b5*?Am4B2EcxHLdPWT&5Th`N&(+Fo-?*Q}Ruiv!l54EMIesa3`
zEfStiI8PO-2!7SFZ8-5mC_D*SBusk&`i6A|>M;bg5faq#?4=BVX6W!AKL#7fxZHJT
zRn~W{Qycx)54Z&T5v)&R<*)@=+7@H1R5zSHt@U{*XH($@YR)w-V|lssY^}L(&+<u_
z*+xjy_@zp)yh8=NK`Ttl{!6by?~CT6wXrdoUjd!l7SN>N3B;_40LRN=%aJwlo=K|o
z_F6L?*vI9${Q|@bY`J|UNzgskFHGLRfLCujSODvJL^o4J_w#_NkfNa2`}oOB__gGc
zFH3@|=gy@PxvJMoL?o7%TqEW}|5_(anft~|={6i@9F?zW6Lrduiv?XAvuxHM-Ikub
z6C~rgV;wie$V$sbNn6KUC!ppraQaZ`y==GIRKD}%-kPgh)Bmjto1^kG`V_JzNL)jj
z<p-s><7pI=hk18s+^4!WBP;Rq8&}Wct_QtAsPS&!<S@Trx3Jh6PTh*n*e&~h`k8*@
zG$y`+a3)9BJnZe8uVe51irWg0IQnC&oyAkjN>-Obo?eDc3uy9|P6i1GbaR@GjHs@)
zpjUzR@Xf{com*DWCksllHape{W8mp$1qL?7wj}WG8n6^8(5n!E{L6IULq-nkNu?n}
z2$mQf1*PEGMVdEkl3&a9G;h)(-#e$Zv{E^DHdB!0A`kH*Fx2Oq_aB|tUf?ojlb;av
zC=ce}y7%O&XoDd2?NIF7f%lR*tq=oteV?I%AhX%xA==GMtc7E{hF`MDbs9m0@*JcX
z*h1>D`cXM&iawgob$nzi%oJ>!8>U(?x-mhBk>gf9IfT2d(4`@(J9kS=SO(j9$}~=`
z=^z{R2<BZyaQ+olRWd#ihl9q7+nhe>%O0U>Q^thPhKCF(gs%w5cm80*(GvD2_>^O%
zE`Yj?`=-8&1pG%2KXTxi$D8i5F&Y0GkPbk`5YEHy+{FFSDgCu9d}nr2saM>F^F{8f
z11_@uieGe698^iYK3L@P=SCJ*ZC|M*pV@+csU&iWtHp#Oc1}Ok?Iv^{Y}~P|SWJ2L
zm^Gsr5pEFiO~j(YyRjceM1P;|a*WJ<zw~HicGemU4twz)WLHb_fDzQ=eek)c(c(R5
z<k_*R_~GCiTztropmOj5X8u+KmrCghf^{98L_lFk7c=kNZ#^qbuz%oM;1Kw;G+PaR
z8M@3mKbn$jZgPJwB`q!EfAbD#XsKa2YV!gd^T(;pLAMpMj6~a$dN2d6<u+&v*pd^&
z<e}?NKAL8zJ(hr*ofdp@q0o5w#~rN8p<b&#LdP8LGU(-?K5{fe@hkJtyjWrAyU4@w
zGsO$^YxcA&p-a6`Ak^RWUDow!2<5S;K-h(&XNr$l9#}*gh1ZdTE-2*QHF_Z=TBvh&
zTVW-I-0xmVWGQy}<k@u6_@i-_80#pY`X4(kb4ro`-Jr7L?sNCW(xZbF8bMalzy@^l
z?rM9RpSvZiNKvO+PWv+={{61{Nw@v`JyVCH{gJjJ!DAT$^D7~6d6gBIX(k=q=J>+G
z>$jCtv3ret<7JTg2yA^8{`fMnhP{XTTgL?1-G+|2TqdUE>p>#EuI}zP>gE$VRn@dI
zvVD>m!gBvM6Oy{wvhAiAXSp6ArpsTt39{o;HLDl<lY6r)Z8lc2FIuL|t-EEZtY@qb
z<$Z9A{RveX(>eWUQ+q-%l)jkk(js%h*}Ja%=$WDy)CsbIGCajigk{Qr9k-NM74>7G
z#B~#`*5Tw~*jfT(XZMl=aR}9{5Ia<n*4^%LF*CXIlvA8H|MuISsSp{P0Ol|m=K#-?
zuSFXF$ad)5@rOyWW{vcs**VeMPSx;(3&fh{-bZ*?vu=@;d7(9F{BJzXNAVkYCwz*e
z*Tl(}>T{87cCq_PR&W6l!f*5iVaF696)D}|5!t=A2?IM6@prGhAkmka5~r&brRx%n
zp@9cg+QOYm{I|o%GT>_tjfY6{N%QRoIj!A^tBbLAngycZH<%Y3Y%%Ze&_}cuLo%;3
zuaL7@3Xb65(hV81hu?p*q(t!I4oa*yRTeZF$(WUDwd<LG1thHsollE9(A~b2otvqP
zbr*1>Y<~9-LDxu-dFZqIoTPcPUy628w^8s^Pa#=UBHQLYWAz-eY~oIX-+v27DD1xf
z_z(gb-<M$3|NI_FAF9y<MN`{5fmW`j_#nRD@qPpS@)3(Qesrm)4a<1HrFC0tR4?OW
zoXmQl;y)rA4qbE4%PNrfDml5sG3WJVGNn!hd!Oj@FRdLjH_4ZKcgnwC%MlePr_+O=
z9`aG%ZSQQ;pj?af^vWEOGMO@#jqFoDf%>`rpQ5JCN|ja4G}9ex6IytcV#2b9UkeL|
z+ZH<BOze)y`bQGR)3#AhhEbEG{RLA=0@X|+gGlilAd+>+IyxAlfJ#+M%Lw}A3(aHS
zgam7|)W%QiIf<$Lr}p^0^sQFxmz_&$OO))YbqfzHG+D*oh2(pT`M+OteOu%{%Ac8_
ze32FTuJ6KGIb$h81A6UUwe2Cy6FJsn@2w>vFcE)SAItbFD{Q!etIia^JDR{jQUT(F
zIhFdZ@mZ^7uOkk2B6aa-rb}Rvjk56##d67>)uE|1K^7JaGXBOM0cMGYw2#wXfZ<+&
z31hs*(!w%}OsoQPo@RcpW*c{l<yExQG8&H_+kh=hI6)8&wH2G3+KBRgu9eL=>b9)T
z@`Duk>4YVG+{68+`{kG|9C7G1a)SI0)P9Hxp4RK@QUXYP&E+?j{T^`C+ddv;RQN^(
zDKxYrUU!~Ribslb3|nqa-nCy}pvn2zLv`6M6&au&`*qXAsRXlnDm$K#JRO)JKx%A8
z+(+j|2Ype$*g4?z&`_pA>(3HghRW;C2qhA6X-u8Tg~$XA34tW>aN~IdXv9AHQ2Ah|
zx`!8G>u^Leo+~gslQW9hA7Ojaja_NWcHeL-{Ho0}Xkk4vu{8EmU*Ic;CD)s7e&v@n
zO&ze;x7xRk*oQ`bDHN;bKi>1!!81xSOl_3-T3f4ZiASyWkQel7TmciJ6t=<41^nfi
z<AOfH6-+psft@ta_({o}Gjb(AH4Yd389j+t1IlU0<|TVj-gNo_bART!$5->2a<@<>
zb`o=ssx$JF>vAp%<#mDCuib*01t|NKhP?xx)fP{_?TXnqx$CpI(Dm3(cH>`I0Hm<A
zUU&3n6-ipZKoGyOv#T?q?PjoE*t^%U`py+aja!mH^9%LuVBLif9nJy|$tzP{;)$My
zax(2>&q+fAEv0!iFRzfMiyTeudxgD-QoP=qtxT+W_G4Cslc{{^z(E5F!i;fodrg(x
z>O`y8hfggUQ}?U4gwFHW+-ZfZZn6GdJj>-+QTA^yq^~{T&--H@>T405vqQ<%7q8JV
zRpN2!ax=CWwc>9YADzY{c3r1;Pd~7(XP8?`I$^}BR7tD!GqL)a+IfWlFkuau+djW6
zkzfamyDI7pEfE+wjC}`)f@F=JM`C^Rcs%*i8P-w%wykO(-M;BGQYpV0s(mp9qkqfz
z5g{IyS`tL&z0aTQwfu^QAGe22vu#Of=@lWcWT=K6wh3-=dj6^xAW-S-;evw;fb%TL
zGZ4R=lu3GIa6)}07Q$sDB*K`R=O5f9)ynsHltNoQWeTO9+69KBrFguZW|nYGYJ8EM
zQE+Dz^5?6j<r6Qn5G=ZKYWN*6pU|9VrQn0p+M>rx=M6dFC8UIfcqJ}(^BS0?mc0g}
zHMsp539$WSFwx$&2Sz7wS_8u?xa<^9+&PSeJR>SNym4yFRq_Ld>iU<<$yOMB=<pE!
zFZo=S5#R(T;NE(ReNd6V8KAl5xheOoBRep^A{8DQpC9Pe&wBq#BaDw#AbKj^e4_?8
z-!+&}NdoIOz4vxmOk%a=yqb#?*J>@nGUZp8cSY{w$7{0w?{6F~DwD4jRyPmQuy-cl
z(iji*>E(#IIGm$XaGEm%iF51sUVrmYv;Jk$$G9g9&z~z^UYu9_nNk}{r;sfg^o9#;
zJ#wR)VR0Er13pQLbESZ1lc%)2O39`+`U6xh7Xn%AC=+Z>UtbX@6myYzN{N9L@>sPP
z^bG)facgTeQ{3_(;V#N~$^o;ulK?YSJ+Q2$syB!sTKsOR&Ie-cPi&z$og_X#``q_;
zj%5Ac;Y4q~eC4!KtTNG+X*}vu?5-hOy^)?0meS{Fa<w94bZvEY;1=P9EJ>5~0Qpuz
z*2Vd0JT4aJ7~o_MOUb}jheb^eN#0IN#=w@nUesu;4Zps_@B6_@b5q`jd(*F`tdz~6
z1f9Ga{!|CkcPwT6-!awX`*-m!Jx~p)mt>X~OGO&2yK}IR<)R`hU2~@YGEO%<|Ne28
zMRt>OnC=Q7=Ta{fm}7fjujwIF61YY=L>fkkhE9{V%@691nyOI-R1BE$R~2Km9Orrv
z@T2u|Fb}<;!d^LX%jYktY^rk_LLpGtEnY%Z)fBl^?+lKeggKVsUX4)Y%9%9H2bV2v
za%=!;p36JwJAXL-_tnM1HI}aH*F4STXh^e{UeH!tme(Pf4fF{?I2`U!S?!dFi;ipG
zr-`}V@8c%Y+e->g9wHq<fIjs@OgI=Qfu82BO}r5_wM4I_%sPj|QiuAJDv2fl5;5mT
z-VDH#`%TOz?zGYX|8d?QYvgJCqxnLYW2UJXs^2J!?S~_Jl}?3(CsbA0oNv5uhG%C>
z-`VDlUW$YesVdEnW;b(7jp<!xp)6J<>h_kH?~)8BllQt}b5k_4|4i9r5AfdQB$ZO+
z+5M~Net0sH)9NdxlY*@pa#`4r%g^NEH0Stiaa(1bim<ENB;&oc4Ea@C3dqJv@=??1
z7xs%Rg!z-Ndwu*Lmm<SUDMcEQYwKo1hAotb)5hA8gX^}QHr#lS5?mlwvP}Y>??me3
zZN|POHHZe!J5&0byl&O!9&i-~@(P%u>)Q%rV&sO>TZB#Tc7EMDi)J9<U^eqQO6VMc
z^^mRU?YX8<U7z>o?XC9WH8AA6sD3*ki{E(;h%kCPlt!Mc^kl^uJsC0WTt)K8_iWz-
zd<<cFrGyixltFA7XN^(oa8R83i-s^v)h)ggMlXgK&lFz|$Q5`=iovv81dnyu{Qys~
zE7!@6_FDT;7_$33{%chyvr3n|(iN}-@*+1oTY0GeyxhGGUCXsIOjUd8NDm{t=qic_
zrdt&#D=ViD(Qan~(b5eD$r)fp8Y$S7$!bwjV$hzQR`wHMOP+4>eg{jh$5BbF@8n7b
z+Ed3$KRi8`0oTj`0*c5{f8n*`mF*GFm3P>l^$eFgS4N$0M)fY}5rNz{g<ejJz((US
z6L2wc+2HAV`RW`AfXW=_ck0)Axtf2)>T||}ZI^)t>4Df-tS{2*dDBRi1vB+^-75fv
zYdJa95=2f;)dP|A<XPTjlSTgppz<^QXC2V#i-Ya2S5`#_IgaQR^dAy9qI*Ywfb`Bq
zdOe}cpiMn4J1OpyoTesm63z<Ly0DRl3olOtC1gO~AWgtux7t?{o0l%TI(?I8j;B^&
zhw+#fbkESmL-;+vq<Gs@B3^`xFw57%Lz9aq^TN7y*(>C|zUJx{-b>1kX_iy^T0SB4
z@k+F$X}sieSq(0a$*U+3b(uv{jSQ>A;bP%FTsSop8Wj&-E!K4*%>ihpF>uh~55Ykz
zG|Un=UikG4P6$RpDU|coxYqVqnuZ1>LODsXsY7^?r~imGKKk?72srPyY;?$D^75wj
znPxbms&VOZeuPir8burUEs?SL7qL0ZnBS#ioLp*MD#Gr!9mgzoWd#hi>;1hw+!6jD
zeN|;;f52T7#?<X;U#SyRKM|W7R2sa<Vl493QP*efgV7%gIyptJZEPs2SI@!dyU<-m
zDBS1-)8O`8-Af2wW#!-X^1~H>6`UGeKM-I){(ObSgK*2z6AS`Xk#)=GIQJ0?RJML&
z+J#oT#e%At>vg`mEpSPnbS>Dg|IiN^DlYOIMx6kdYHncJZDt#wo@(R9(0OC9^6$ON
zVJv)?fwXrcIU=t<w)%{xnWt(SLva>^da{3@Gb?OrUMh6AD0;1b@UG<ds!iDD5&srr
zyGu@fbpdw4Ai~bES+E2LRyaUu+N!EX1JN#Kl$(rU+4~qcs3i4UWtA9r;iK&RMc{}b
zCLe(}-t~^9*<w)oQX`lA@(l}+qCY;`8}F~;Go`Co@rk&o&(s#fjrvnN3bs#<c{pb3
za_h$UQs!E&mh`1+I7F@_T$Br1c8K|}S4es!;$n*Bq^E<)FpI+l#Kumi$t?Mml|85p
za{?cn0uxvdin<<4t{`Ob=^Z+JczPNjMSKwo;pRnU7O3DVM=n!D{`6F?!1!UIr!*~m
zb0_HGE_=<jEa~<WraWI>CaiEpG*>QeJwslsQs#&VKR`tu1kPbmh!?*NmX^qL*&GXs
z8a}Z+yg|<g#`E~LZ#8Z|-z*=q3n3Z+xB7Vj6VpeYrKzD0M)V@fb4*#)Wp;hns$72V
zhr(;p;xoD4JGg2FR6SPLtbELAV=+W*{(R^crQZ1k7hQf?*)Y&rN;EV!AQ%ti=bytF
z^N&Az_}ov($rAxD4+<;cKs4U$Ejyo^wo4^Dj=lo-d80FgJky`t1B69hd^O1@RdHDk
zg7cZ=fJ_9>;-!0bg3X+|E+ZkyXB6HH0vVrSyhMtcpKtUdmkOwy)_k_#LZ1kw4C0w}
ziudVyBL)(DhRWAgH(0?vq6VBpN`4g=dCP#dzQIybt{#=;=^_mlR#qTd|B@72hT)m&
zh~ilOAsyi085fHM1($rSEnbo5j5+kfOYHY4u9hrG1e{RIC6M1da}*Qv{3777_-G<7
zRyg%$O{<XC{y;U*H?68_F%})bXqsG40bdN3mbXT0dD_q4EdF8L@}=2II@l^Uz_VhW
zFQlRjd`^YB1&xv9%bXwLWTb$1lb1k9nf#>LoxeZg+WqA{aW>BPc3;NZEIEhFa36`P
ze(?a|94l4}mB!IXf)9M4(=6%m#6;%U-0?Juknm8!oEw{)Gj&U$u`l=Lsbu`$6O?|$
zds>T%1n+(Zb{}K(mxH`}R(iQPxBR~@ES)HQK8U|sjh+)+yPSFI5uvXANh$OsYev=|
zeV?@~T@OG>0h<Q4sj3GL9XO__smB6JfrJx)Nd*S)ENxw-*qQl~Z2bwsQHq$Q=}hh$
z1s3kHAj;&Zd+ju&uLMH>UhC-m79P8V7J7Vg-$oA_;ljECmCbg^TI97t7c7^_xxQBq
zAyjnh#w%UHqqqFX<5R7wW4cLu|93eeH;gQZP?<k43HwA*SGQ=-$N4kBben#GjDwM|
zoQj&77SNjzVt2<S!nLj4^((U#d$3}AmTLd8GT+lc^Km^m@6jB?+<8UZ0Y5o^VUG5Z
zQon?}bfoYFvvpln^JHqHaB}f%&a#+){>q-uGW)er7>*7CRxb~NX(rze8}!!NJk|gF
zp%C0Nys>Z!#PFW_pO?JaB;`kr<)@+)G~PURA8jbl@~KwYA|3Y4_c<c=A9=StHCK|n
zN)Ruen2wh~hbYIDKn`)N*G<c1jss}cu9h8q=Yj7Y7kTH0#D-9U@!<RhagIx;upiD(
z@<%1SixkwQi;)JFnF)kp%D^Q#%DZ#IJA$kp0-Q<W5UskzZgoYX1`#VM`aoNIYI61Q
zyrL4{2Znn%9?A>3Nf4i3OqAQLOlXOi&s!TS-Y(mR7+_MjkALi37;OuvkHc+c-KyWV
zPIjHQ$!QgOaJ;##|BF~~LSD}n#P`GBk-89ll^2*Xf#Qs7oNVQGmv4GoXxb;7={FA4
zvk@qD_UsvN5ssflOs1Uq!NX3y$TDtTJ(3y-f+nzE5?5BbpjKvJSuiFb2rcv<S?eiI
zsJN@|AeOSfuAU=p7CKT~<Sw(fl4JmV0{I-U6!rVH=@Lzjh|mL#(}8L&@awV9Mjv3G
zNB;@?8W_`{i^FY@(r~`jr`^%WYHO%|y$Jt$O0VJd-L*)e!p$hBc*dDDM_-@+-A5vV
zqzEd^x4mn3!8Ri%e3~~^Mv7$shjsvZz7K|{*k$$gkquF{{1HwMH`71)T2$-M08Stq
zpLPrGPv$iSBPywnWJ6_rW}k(1>2lCldI?ijPW$8tC->HdTvZ!EOg6i71&96Ex5h#o
z<$is%_r${Wdz-5$QsMkulC`T@+Q<HjP3@)_2ZvJ}AQ>cZUP4tA6#@NnPm^C9!#l|9
z%Q42rz|S-v^IMb%XpFpp;t+f;i;&0%rliA|b?o5bw`G=L<hWn$-RqpJ$<OV3Yd<W>
z#(FM~HKakNz`DwCf|#HPwO0=I_7>k=hp?hJuL9=F5h|3!B=9=$-9kmROHXvi?jxZ(
zlq-*tQn|8|z#lH@irc<7a!Ovr1%kz*2IuwIoIWwThd}=3pSJot5IwlM+O9TWoFO`u
zFTSE5&dH7G@aTc8IN;MVwl@luP3Ki3fIF1xH=#09HuceD?s4%GXyd>qw|mkoNN+3a
z2b7Tz%AB9|xFnf5PF#U)sxC-2IfQ415@nP492InII5i5KdX^*X49wHhw8*%nvHb=o
z3lGvAA6m`DWu{#{gHRor$2@v(-Ttd{vx@*IvTGox6|HP^hV<7SOTh@|)F|R3{`R0O
z7r!}_njk%hg-^#v3z-0PVY%EX!pO<_#L>M0M40P-fA>&TTpq|SCm(DL3lB$6V+lh*
zAo)(thjF-QxRoXomdJ%jAItAG$(0AAl{u~N#B3V(Xmka)-#R&+sH&-D<mBLn5ZOQ(
z#-lG2s~=ijJl#BhUl?NHv1$(IIVk4&e0@vQdmya<>-y6?glVe_=h;hDeET-w(WPM^
zA6XMGj`{IMc`p=^bqk1%$SjcAAFvap7bgqT7Q7fpNwE8#JXw-1c6r<hCAB~PnnboY
zdpfIRX&F0h6Z_+bwA1uQT?cnQh@XExKewEVi_i$i5=tX^A}7pF&?z}MtKM|)jye4Z
z+vX(2V`5wCJbfc{$$)x#MLmXlLyJ$}MP5uv)0h%(P90o$t+|`mwm-O5@FpO-nv+s0
zx@kQF-D<0cwHe+;Id{};EsElyPqIplFQYsafTwVNG}mV(L@%}7bX4gLwayc`^el(+
zdQ`wBNO<^Xe<L4n)|?AT4u*fzOLpm_<l!gt{oeMF{7G&u9R*j<WQ$RMbBS6aXC=I<
zN~tqsPR!?Yk2pu<y;#F6_Kf2g_1&T)DJfgYCj{i`V#y6r+p+b|Q^AL}Aolq!rucd2
zKj+H^a%Cu4v5Wa0xf&JXespdNl;vWZELTcax`?H!u5u2maTO;iZs0Fw<EqiYcIC=m
zPN&E$m)UcMl}<kE-C2f%8V-}!AsBZH`c8Hr1Z0s$zqx@jg>R@^KykQ#>R(nVRaTzE
z4vIrZ$hXc)rQ&7V6c5L}w3B_dC?^|gMJhP}3gcaGbO@i;Im?9x%H8$$*8{%Le$IlG
zkGpf|(`#F8VAOlR(58Nm#!X7+F{>xzX5&iL<MKU)Awx7CFtJA);V*cWqNQD@s;&-9
z8-lzA+Kr5r)LNm_Eq-BCq>rWPm^rtT_n`SmiGpbGOZVyWJ~sqA76gfQDqXpMcx?M*
z=B6MO2z6a+5DH9O1}!ve2&_2VOz!A98lPXR_yJ#HVgT}iN8H$TA*A1F+>nbTBt49+
zdYBa8#PxnA@u-!XlLPCz^S0+v07!TjY~3SQ8lz+BE<D~IA@>>6Hzt(tHHM`%gYBfn
z$s{((1U-`ZQAesBI`vM*bvlxf`WE#qQU}L=vq54PeaBw>1g`D)ClWWurR$CsNS#u?
zyvAlYN-cENiA+5@hK>Jmd`h7Y=9+~L&9AG(i<s|FP<Et|tx&hUK3tV1_i5;c-S&DY
zDI84gh0MFFe|bZ#Y~&Em_xlFGg#;IA`jj(!@4n%0a?YCcK=$bzZWn(d{#;TsFb62u
zcYnfR8rS4I`4@L#>b6A%=z>khD!n*jHq2$%4Nt*aK%0`1*4p_v>2?<(V0vGjuU}0-
zK+l(W^P9y?vqi<0K8My4S@R+JVRq=WeX{f88b!vjdm|ymPYj@<S3(H<=9?j;g!3e~
zvQnCcM&|uZ$cy5h?SVPLDLJ1@E8f<Ke|-!>K+cBwoBNx=>k(DJo&SCt`~?HVQ99pl
zuX2)JN58Ir_5#?h+@Z~M^u^WR!91S-yjm!(1(eIFtiSK&!d~z8!Ss4^gj4d+vFD!h
z#mV>LpeX%&_;}~IgNWRS1H}Fxl~W<8*RAlMN7krsc^#eH(Gfpg9>@_YrINZ~{&_mZ
zUVY~eS-2DSc_WRQF3ii71S#XtAXoZu%?(d8HQytqd#iXb)%QCHKs?FKEJp>Fa$4!#
zOPOzfH;o^C7zmq}rK8LV*F&d!oz2pLOwO9}FWh1jVmn!zs%`P01Z)15i4P8OWEJSz
zPf^V%RjM<7*1_+4y`E?3BxifuscI7*dmzHA=6+w425VNiKBdF=e#kgh58XHW_wT}`
zq*f<$XpqLe<PHRInNwyjva9nr?P)(}+QNc#jhsTr6Iv0gbC3ezWeB*9Lg|MOW!@7k
z@Ab~@vP9RdZW?WpY`Y1R4Jx1WM2?7cByFtpXBDdG2WfPM5-Ky4a_csX(U%EC)vX>X
z2T%>&*;VPwHCfRu8$<K!?DpavI$F`#Y=fgB2@1zbq<hOoo(2a*R5SLf86H9)F({SY
z3-cbe>V%bU*)AcQ^f;|)^MmNd7EZd1vxdxaPI;_<>aK1-@1B(}NP0y((-gI3Y1-}~
z!s*4UC!_Wx^Vh@gZjoDaqb8kQRsAM-B6U9Ona1*mNZwN08){D-A)zX2;$tyLJ$g|A
zd6n2aSLHDpc>f{M#91%^Gnkob2eetxxj*jJIoraPY#93<c#$GU9@^9uJi=u>Vmj16
zZ>??R)snY6Qr!w*nrl%9o34?v`Uw`(5!-G%KTx8cTf2<4IC|j&Y^rOiu}D-<y`fZz
zfvwR$ygQD0v?@X{S9L)*zw_6`v~AClt3cuy<%n}2LNAkaPJ7oal{Q5N8TxQrEW$o#
zkj|KNXwC8Ij4^ivVvl<0bSKZoTr5?R4vi*CfMlD)*?kV(A>bz(cW7~~GRkIXEy))3
zVT$r1BG!#rqu`7Brpr0_w(|!G4(&XP+KFdKq?aAJ?UX0ZmsQ5TsN%V|WoXgSAD$yo
z)!M!?<EBgxwp&|V5AuRjWjxbN58{|LJp%N~WwIyDs*W(&Bl0yO51LIjv-i@iX*=mf
zolhnrX-F5>1Y{Y?5WIO6$*Z*wt!XEjhqA=$_Y*x?Pxj0l1O-O7ITgvP=Dmi0fDJUo
zA<Q*}O2GiP(BWeJc*K1xmc$?-#)pIC>pFKa4D{7z&d{*Mnxgvf+7(~>T*Vu><(WIE
zC#v4&mPV=`bt|2>uqLPS42?U0icrE*4FKKP!Y90guiy4FCg5})(br};W=z3<Qb(S;
zJx6zr`2q}#=9bg;sMfKG1t^yHh-a4@Y@g*-Dci9j&atcf(Y8D&(tq(Rs`Pc4R{_!7
zxM=~wdg5994`&PuM&lkQJQdo~tg;R9IzWQ#GtEf_3i{gkthw$#W%>hPhvmEc_m<<2
zy&lcG-Qy0Kf<b&oZd{~Uz<Xr<4W%P|riacydBZfz&|J&z1nAs_6x8@iE-l|6Y+4@w
zQ&}y7V@Jlj&#25g{>S_(sP=4UcTTN3o~8DQqvnJ&{D@hZ--gp#ga5<Fhl29Z(=126
zj>VIRw`ICbOBuyxjLD+0I#sE?tl`P9+3i7|v5o0eWkY{a%`^p&OMH@Bp5F<(T@~?W
ztw%>Dh?wy$Ei~n?bHt^@DBUCrlBnAom(iyKHuYo4?{%sC+s7w++B1Yoo2~JqV&qf<
z{W0`%+)+`d&K08ebkZ#*X{hI;`1xZ({d*YI<vr;oAa@QIDv7<$R2G7dmMUH6L%7%<
z&gkWk|21Wwl{Lj7%@5I;mZ*TnXjpe5b?GeF^#$vdCzcv%hK`a~7wDp7^?TdB5@4b6
zavM9L4=n3d!W4fN2*?-Ina3A|X$_bUM)Z0x9lb(ZuMtjH=z@X4G&#w&DtERLsH@Rq
z73Rap3rvvnUe^hnw_2y%J5PTN_rrbw@X0_%x0|31D<}iWQ!CJj9~F?>m~s~O0UHov
zjpy`=fAl==ixY2r@RXsT+!NbLgn5}V)4(pVHgsW2W-F1Rd1JcxjwbYIfk!?ZZq=_o
zl!}jb@*Th!pZLiCiU9Lr|9Q22$4u-Z@WO=rhJl<Cgy)OZnic^IWA5{-Kw(RTRm`tv
zi^hZuTbkKGl+)!he`xcNK8!ptW<<(SCNs*lxfzA#HTAFD5pqX45MRE4^xejXJ9w5n
zhy&PQ|ND)BE9xhJMlC$<P}ynsu*N>&=rP~u4mGVF8?f2Ycy|=Dk-h6^a#{{us$@_}
zqFatbo&=pcVGfF+^h!N%$x>-`)e-qEeaH8~y*H=C$J+D5Z059iss6A&&}Oit==jle
zcRT7UbD02=s32O)lMP{6ic~77>vBgvc6grXo$!`-XAQB9+OL7_#I#4yQHX1YzmQF~
zyANHo<I4u!0#0rpL*b$=eTQZ;AtK<9B<%)X!qzpgp6x`cC{1wcIY=)$?~qYBA!I6J
zSD(@hq*1WB(T*Au_^Tkb3cMdMORL1L8Mk0h><_6-VJ$RX_0YoBt~#2H3?U&VzcDJk
zav{e6kiF!;&-}2|W||kh`F%yFbI>6LqXPp`hXT~a<LHFsU4+QTfy7={#}$ZwBm(&>
z0I8SE6*SuwdkYB%hl>tk3|f<VwCqhUq-D&M8sA95{-kt^@uR<+H(ooE)fY*h|7Y#g
zhexvxwWJWscIZ(}Gy0j&zHOQ-z!W^8i;6dj+!+;@t$kEkpj4A08h6$Wo9XJR467Y~
zRrmB%t-z@QVflhmQ~wL{a7IP6S`tNY5a0O-E70h4K_t!2{vtzxx^9fPIP~H!0T;>^
zR{KeS&p#v$E0fMZc0nUe9q0xo!@EaQWh(mY3(gfAGNSH2P0cMEedcxdB)rePcBd*9
z@95|+z<6e(Oht&VBQ*&+Ez+5PL8PTY#=Hd_(%ZcK8Bw1ww!BOq^gf9zGGGiJx#-3-
zVtebq^rav=$cYNy%Qtx5%t=43m~yT_BR2L(4RyoxWVJ-~tO7T&30GKl+eI%ke9+s!
zSwkT$7G(0vGtjBUhmrc&cL=$!4jb$ID$|+te8ip{ERMt2$KR*Fs4Z~%<eY?F00crW
z>GXu9U9qUgCH50K@<!1Rfm`xAOs(B`2QIVPC<U43`U2x7WKkK~9TPu{20@u6H{PXX
zT{3wP04R9;K3-#k;^Jk*6rCj<00VZKAI5En=@Ga!vLkhVXDJaD17P24cY2!uq*j9f
ze*P6;aA3^9&uSL`nqVQ%4m@m8$UfQy5ek09^jzr;u&-y+)$<4T0wgyKZmH7~V8`R$
zC>g9^kF^;1-ksChg>^yEDwV^Yt6rdy_jV}eaY%YxvcnHDt%|Pr?P$>cvq}X_r3V?I
zr@v6fu!2mEtbPtL_iGTDzwQelc8At<26w?3k|$+8-Rp%<kPqAHbWEYpm+_Iixp)Wc
zQ4wIvqhn$~v=VjX|GbDmLgq=Xz9~?K|9T7j>1zn`a*A5o^^4B+s1(Y7UN|6`5{ifO
zNkv!J=6aClKR+{w>je5I8VYsC8}+a>-*?}#Oi5J&_9xWob>F|hVPD5ac&Ylxq-y>f
z8-{()>#m#x`IQb5Eq5;<nz3o{B4)fXv7mP^DY#i4vg-%5sFX{!KF4feoYU+iF>92j
zXYU^VX!|7B2$Y)8Z6Inxm|D>dzL~Yl&7|i+FSF0VP3m>k%Hw|TTB*?@pjzpD?%>j=
z;Y3I7zfI1(ZiLGNxhVmHS`M``|FpJ(K>FG+{e%qX8~lcLj<AG4Oua=Bq@+fQ%YN=U
z<M*C@FL)7O-g8STgWE`U#{avB{)eG~&a1;2aNtmrsg~^s6hhXFq0=pF<NJC7EC9FE
z3!=!}mz6p!w$^4ocKFZ3+6E;L3Ee1-{a@Wm3Tnd0%?!J`j0{$_E80&A{)av33k!7_
zSb}B>y?XaNXugXI%7fwHefJxiOcp021`dQcS1s+JNN&{GQ#>{nOMB6lK=WabP)__3
zBajd!3j+fOYn&#i3&Za(SPc*g>6}rh|Ih!@qBqEMkH_ba2@o>eSyg>F3KUveP}TW#
zZ7L3(-xT`)-=|ZQc)0%g^l>;pL;}k%3+`<SU>vbhQZCN1qEl@D;6K0<m9R&GQ)vey
zN`KR%T<*fc&zdU$T8DzzM$iC=t)9_Imd>8Lxs_%$YZ(*Mt`Yx0Rrh4Th~B<84t7$=
zf1QgaIM;{9Vl7a$<mNxSCM#Tkj{;C6@$DhDpK#6xNI{w10ORDzsfbex+7!S5(Ip*Y
zPHe>^0GxtkfH3T&%BWomFb}}_m!EF4&Fx(C)EkG{P<6mU+VF>rYRl&}`#Z<0C{;sG
zJCwsRlyNJn%!Y1m!FdtGSZq-QIGV~wve*$b{rBoS&AAZMVJx5a+P2O+w{|q!_g6%P
znou%2yPnYi#I67HGC)Vs547H0MHR&=S(KwN7iUGL_?Gtf|FyyYx_F9Ipe-_w&tFB?
z=z^GL!iKxO;aE*LPyL15=3_$aFx}Hg-363W>1$*##u^X)zR^~+5}>;vY*=b3SZ1jM
zVM7Vs?8ZXv=;-YK>6LzRlfi^&JR`u)D+spPgze-M1tnRq)Cnk(-Ur;*PN624dqs)9
zdt#xO3(pN76sOozhYNOZ&Ae{xFNCe(jW{y5evvtKf$@702@y@8+kvnH^R+bLA+Yr&
z<A3p)Y`8NYeLlT7ov3YXW#1lk5_U~00xH2=k7U&Px$#Qm7>;b7_CzKZE1j7@`b@`P
zah@j%;82jo$iH7G@r-n|k9hByUi^==c@g08g<gE$4N{Bp$g_bDXj9z-BkGC}B@~Gt
zMJxR^rhqd)qmh37*yS{*Y5X(y=7}Y4)EXX~L~Tqj>xidk-b4TFkD|hNLJA`zz)|-#
z3}D{sF7l85FX|=@rh0c4RE^`wFlFY@<iMPH|Cc|SD9T3|oR~0%-X!Yq!`=03`Xn49
zMV|f7A!+bS%fL_BLT?r<9Q3V5Pvf2QO*BOqB_}5JltjrOpMW!Z36w1T(o%Mgi0><%
z)&IdyS1bNlOp-Ds2d97qth$1EPEv>gjgNc_41g!bwT=@-1m@24!miGuFUE?m%ij+I
zssC+@2VrCd)^+=)b385@22GvN{5+OgMsa$0HX9A|wZu!JOQumOv*sOvLJ&a$F3S9|
z$`hfE#LnTpb9BfTz8WYZ3nx$p<H+uv2>(Zf8KO}2?7=xv2Cd+#)b@FZ-Mnd_`aH3U
zx95AUHV^vJ?xA;~%&addDQSrN;g~zjT3wJ&BdeD57^O(2f7b5*p(%p81LLJe60kR2
zPOq1mfMV$NY=+PvY7C4ltp6h{Qi6s$B~nuU9FhMp4g|t^b>*o1<297z`e!W|s7D9R
z#eaPiWni`bA8)~&kh1>&^*M-@FG`1KY6hV6oDlX8sT=>bBrb|?TDR~0SOUii1TwY4
z){bSzyW-XEp^Gf<Y<>`n{?~WmE(5f)LG<CF4KV8xaH(>cn~v?g&UR>r3|~jyco#nF
zx$YQprq{S;!6@rr-mX6PQabX}-9nBh0gam_t&kzgRZPL-6gdGmms>X|htf@~7nV7l
zV25v}3fDpHM_H8oY%A<`sMBt@M;8hx(i&66qMv`c<x{;T-5fzZBVbxccD&WeBglMZ
z1iem;>ewvl`{B|wNQS~dU|7*6+jAYsDg+NUlJ~pe%^~kT$9|TTexL`6PxyE}fh7<G
zB8#l>cT^}C13aH>OqMIz1i+jCzSilGr^o5y#D6Uf-Q@+T91G)??lVcK-#wuSiS34?
z$`sc%k>0x1+e7J)swMr)&;*+)>A;44SnSuWpM*;j&Vr6tKwn&TYb4uqtry)eBD=3|
z0aPJ_*YR=*xFtsMm-Q>KMZ?Sr608KsU<+_+g0EyqG{{-)JSNeGAuDL=Hp+~xV(+8J
zvB5s811twHR!TTf1#L}xJ_pP=7{j|QuxG!lY3cvDk6Xq7JO=WK03ims^$B&wrhetI
z@@$(6VO(p|dlwmV)2@*n8+^ksZeMGhCkojiiIc#f8P^**p6gbfXja!WXvMVf*})LG
z4w3^EK#-j5t*W-GN#VPXDuj9S7NH`Er3+P`bzhf0pC9yxjgjVB9RI!Oc7X(b?pcbQ
zBL@jp1COn>Z*ZuyUg~Zr;R=1pA9VD8f8k9aeQ0Qy0U(cF$mD(tD+t5G;XN|`e_pek
zc@^3;Ab4gP-;`nC7JzWJfwT=5;erqYgL5i;khJrV;m%1t*t4b*{Tq6QfA;Kr2=Kp^
zGq;;6?oxOG9m5KO^D_RwUmwj}R>iRRhy*>7Q&Ux~Mc6^69O`FKYO)ow(Z8ewfUw=F
zY9smMm+j5NJH^^}Z=ovK!K<ZDt#BeO`7s8-g$bddB;UXcY5177ArwbKv*ho?^V7N1
zwZkdztg<q^p+AtSQJ;M8$(p=g7?IE``Uwln1KxSKz|v;_Pqh*R`@i>HQm&d$!r_j}
zEDxgiE3=*sC`gIgi%+@3!^1@+MS>}&hQ0(i#PcJ_jz{2hZe==LruLNg3N-!@o+-5O
z`m6KrODV}$wR}ACqHGq#PO<L;Ar#yfN~U_i$WAK$?as~jb*uBIFRe6^&H9Kep-<8b
za7gD>jWYoRLFkWN>{sN+TS}5|i|4n(Qk2HDrE&hf?NBK1IlO>LwuurVN(pxT;P%a>
zosu?rPVhc-J!uK_82XYUH!%j|7J5a@RwF)FK=%yewZHjaq66N=NP#8muzrOS>kscf
zUmqi6TozR{h?V~s(uIS1Mt~=aR(F;0S1bXRcd~a!Dy##6`DVJ57r;m8xj$ffNCu*@
zDY&h&sIt9*6_**DidXVGN2LGz>$-DOtw)`ykf>{Uhq@LeJ#i%&+W%q|*spiIap22P
zz*3WrrDy5~ST0gUv$5H_+h>|H`Q#h~S6(f6zIu&Hvk%S|L{=z93B<X<EnZ$Mf{p>u
zxtYH`&vwLn;|_eiJ%%J73!DjRR?XHCH&*R%^vdTwx19;rLlvp&kmvJ_7}JL2U4kNr
ze(5^dERCs7OS%SIm@Y%7Upb1mWD}<rMm^R+Wrv~7cg}``a(8}EzNDyY;#II~(s@gU
zk<>el;gDY)B<Cmd8xGR<Dn@PzhUYiXE>v-Wa^hOv|GS*nd4-f)x+z3*%LONCB$uf{
z9;OS^{)5z5>JGgFu?s~}*<r~ifu-4Rjj?7&9DM;(;_xYVO#Q)J<_6n>UD3{)2KP{=
z7z3lUtiOW76(1u%<zDge?-mQmQhX&PNu>ZeUrAK$aQVaJ4Nwhig7ti7GGLl{)|lX4
zY)`fj1yMOOsK}k=+`-er8_7n3<T0G8SoH|*50ZqQ(we`HvQbqABc100nViNn$sc>b
zr-tM-8Wv-^Hs`OZz<h-X7$;~_G_aUT@wA_!s(K;xxcQ?m*UZgHr}LTgcBKlaqgARy
z<dOnr!MfMwtHFm=HnloHcn|~=UNot3&F&{{>AiFVF#RIU=#5D1d_3jXcCVmDjkhA=
zZe(?+>SeA4R3ARu_T0oh@H`A_XcM|F_RXSI4|qmh55zEHWB=&H$P<e7jJg=o9s*?M
zC&BwFva+=xK>6M4sJU>dXYN;qUlhPqom-lXY%r_!;Tfwwm9E<i7ge5~wy6dov0^r5
zP+_}}c0ZcqN&c>`&vg9@0;Tm2<^U=F5?=)`{^#*`rmI*Lwl2JzQH`!2g$^f36{7eW
z89D9qOdvU4KaK{2o(Yg`=jz&GYqkoL#&O_i;i+2n+#yx%j9bm;&l+l==C*z8rH{0(
zfO&Xnr0rhAb7{ti+vt*O&8mXd)5AHh9{p@0s9jWY#masifyEMWK>a=K7l4U|xC^*z
zeLD=%{&8cjNU8Hqvs!bhdhUqYzX~GqXyKyO@vB4;tl_s&?pGR-7)v>UWp|c_Q&Wgz
z^)Ofi(!M^_&uLlz;5>wMZj9T!r%a0aJH!uEK68t!$EJdCObw7@i#s(=tp}ajqh=Ws
zx*6*ksh#<ZStjvaCUISwMz3R@$%%Y&t!yf#$;^sdZHw(%DK+y7U=H$pqA5{^gB?;o
zCxk*0KR=S&RGq!p<%<sC(M+MN&zV*$Al7`^ld-<g`x`G=2Y=lyW1)i=qx-65V&JO+
z>Nq>i{hurYpaMRE2|TIsNW$I8JVU#|&9Zm|%|z2q6^$kaJq}7UxSyfb&J^5!Bu#OD
z_^0N*H%Bwo1H;cwmp5zTsVhb4Ithf0WGYq{iSUdAI|1yAgA-ZN(<j0{Ik(mpef72i
z{STMKtRk0~e2?CR%jOrqGDk6U^0x}qsa*nSIwk-AGTGeMF%_uV+>ETp5Z}E5t(mW-
z{v6cP9c_aWp!}A)19B*af%YUbvr*#8Ln%q_lWXpSn%8!OlA5{+%eaaYqQp%Y``g_6
zQTk6K&TdFPzLL8~#3An%3Ax1%+O(G#iV>>Imuq*O&h}hBJ^ew}&4LoY;l!Z)HO;k9
zYv}8zhy(lea@o&V{fG0Uo|46#6J&RMy->RRwx2M=^UCGK1-U<aPHX!BDa<Y>D6|kd
zGl4uzTs}e)GNT8Mgi}@$)3u8-Clh$fIot`1uXnD2hc;BnyPcM+GnBaL>KO;<Fg!cs
zbH}1aEi9z}$21fI=~9u9IAdwoW)%r8wwEjR`NIb3`=;y3{i!%x+0+z<DCy{UbiQ%c
zyb5RRw3K-)U3;9cd=$S)!!|%OqNxk2MT;A|&K;r+@OkosZ1?!wPWv}V%@f$0MEmjZ
zCuqw%31TTfSPqZJxhu(-%m>-FPU{7*f_U(N)4&0!4xJ6VNkWhTssL2Sczx9RS1zZO
z9<9Aq2i4o~!(4eOX7%sqn0gD_Q5AS{W|As&2XdYPvz!j~CYx;*EbfA4SANEC>WK2X
zW6r+KD59wAVp-!uB8Xj;5Cwf0-QkmaJ7!J+m05~q*2)i(RTeCh%Cq?+-#|PZ{Q$lO
zK>=Zu;dRV=^gIbD80}+FoS(qDj&^>S6ZO*5)o19>;z*!}x>TebkK4W0h%_RAZ%p<c
zWt%DYJ$l;0@Xl6HWysp&s?0>sYyO7nhFe|wSJdI2CR~Ti0bGfDxS~APav)idlN1Az
z_S*BToA$Zhp{=glL@B_*D72vZBMb}-0EbQ6b-j?~AV`{gP}e0%3x>t&`<6LY`kl}(
z7?E%07o5kSy@St0ZUd;Iz^?K%rg(~42)s`I{#g^>9DXs5vN4{Z^tbCe)}yHZlDeAc
zm})51EhVYuh!+0N+h6Bt|8G`ct&q;;Z4O+r5<Iy6CSM)x$~whN36Ke<;6<@vpjS>D
zXr!dw6Wg3Fc84w>4xa`##Q?C*j7)`FjA*jq0*3DvnGvefD9FaeZ#0ot|2Q07+5ctu
zB%vZ~s)24fakl{Yxz1@0Wt34@^ZE>_xUQRZjlC2!bJKu%WkB&8&dq;RyXpN?UfJRc
zN;W`60fy-d?Wk(+7*CSr!)JG-b8+n+_j8_p1y)x+C?Ggwu=QHJVO`mJZwdaje36^P
z{HTeK%r!*N2370`UcU)u-<2E1oO1SsXp<K+>yYJd!q!00Y<OS*|7cHe`?vI>WztYC
zlah&74j@a!Fj@&FaPNp_bkT+=iR{ns%69{B@Tc{#{&jn*DD8|Mswmy3sdR95O14^>
zIzF}unq9XHs8A%vy+aExW9dmrK;X;~rV-uD5&ifhXmTUlpYw;$|9rsqJnD`qGw2z!
z@R-L_O|>&0-Ly^G42WOFV-6~kue<`5CQ+-ENx?J=vZ6Jn#6XLJTrEt9UCuQrXV48u
zGW{vjz+!Cb;2|Dsw*Wyz$l*7XKjP{`l+1Ad_F6{J_E3qTQv#2%m0p-NG`=01x|~A&
z6Yh@1ITDl-KtdN8@=^A*bkS^ihEvlC=7Hy~@aSe#+f~m0M9k<8gd(M1;8JcXWOXi=
zFRBe6Pt|u`O-J*luL#T;=`_mI!{NL^FPmIuI~$ftPf0se=PCW=e$-o13P}-+u{U7*
zTBmJ^OEd#NS$<-FFaqU)8mb!tl`e+#S)-VJppOStZl~Ormm<O_oSLtZ$r288z#)|z
z1|+cGKcA#hx%Ice(utg%B#bZ8+V?xk*TQKQd;|U1@b`cDdBOo^U!HxLFvGj5NBnHs
z6|Pn2dCJ%`C0oIVCry_=u0qNyKVzAyP*Q0xt!c0atrT>LhKDv$vanKXkp*N&p=g7E
zeY<5=TC`J(?U|nLA}1=Uo@5LP`9t^%zQKqZsS~n4fe)U7@)vG#O*i0#I~0|cisi}!
zDq!aQ^f8W)f)XR12*~=7kftxy@-*pwV74rmx~UIP=hncdQuk&AwS`*FNub*bbsK6$
zp|eGTxsKY#3o+VnACCf5V+&?X0GXO=R^}+)rCN6!bf(2(0w47YLg{Q!&;{09``=z6
zR>b`eMx1s+(VW&c)dl=`M!w@eI+HR$lL!w&jB^VwgF1qr0?)wHpw@h?U-mKD<N);m
z-$9^T1wd8Z>cPL-K_xJ^IP=Ae$#yU{C{JGp8NOAwpmLXdb`Hi3!LzH?!NyS5?(5YS
zwCuTz2t&)tasR#zxNH+BvSn+hh9uoxn(pVQ6~c+I7yxty0LOM+3oeNgZ$3)nMgdCf
z)?`@!m$xV<1?u&bZ<n{dmg2_8DQ}~QSD>%lL~%FJWI?mE0~bQ9jvoGbYpW#4FV%uR
zg*QmXOoq+MP_?qC#nOn{v~Zu12H;u0{*LB5zcaBi_qP7QsJA3v;>S4A(+Csv@zg7k
zlf<q36J;6FrJgCEyh~IV#ZC!ySD|+X=x`v+YjuhWri@OgDM|wy`&7oJdPepTU?PR^
zg<Pe8Yn4U6tDMvV-!%8s(E4RbmkD8v{8bq9*pp=CP%`-6rE?HpYOk6)MP3dZIZJZ=
zg(q$(8(wBGW>@1N;1E??msV0MoUYQ`k2|hzo~yr-d`b9Ri+ch_AA|Bz3$>35y}f2c
zYiA~WO7xi2rt6g=VL!S(h(d3+Z_G<?jj@=K<-NMaR*$c+dLwZZj)>tW*mXH%C{A(B
zXE@~X=-CTzmS&cBYidQ=gu51#`=(kI27{Nz+kLHz@E;%FH8;}CNY<4{mSE3A7y@rB
z1bV)&c}KGL`v$}7=~(-q_0?k@@6=G=zSY&>z;7YH-)C?Kvd=?nLcYFW*m_DK?Hm4a
z%PMO~caGfiZnV_%>QTr1wIh!dK1AILv#n~Xhy0A=oB*8@(f-#FmJ6AJ^R9Abe>9;m
zkL}ZDe7YwtZ}|SAoo3_ST1Cr|&!F3wu4Sa{kWls?VB5avv~64Noth_~J14+m{pF`t
znDF_4OFkPH9og|~SH$Ssj_s83$*64ujTv2Wm@e1ZOB=x>pLXlZ7i5WoFqNNHNXPf|
zD1GD0<bC9?JzpZCo`Z|N`XJJ16>DgS{ds&2b!B|~gzM%ybKv=*HeRv*-s<ol$X!q~
z9sowp9}XJ|=@WajtsA+fVuJDMB@2f&UYl5@Cz+jX`%Z$v^gla_4w^qd*Y~#fYebP9
zB+q)PioK&lT*)78|F$IS{>RO!Tw|+OE?l9!&KrS*jf?C%s}kgo`aQNjDEp(o1QoX-
z1n8t(+)sk!1h|asT&vsJNiGRkdCRBD5SA=K-}kHJ#ILePCNJ38Nm^UU4ABc00)^${
zl9NLs{-h5ZzO-_1kl?%gDc>32@1p^_DF4Z8MN6o#7!jSW@Md!&`sMQJh@Y*4Y`1KZ
zu}`M6s2R+yL%Y(zPPK=1vi85;^`M>=1RnN3=H>AkU7Y=yWL*B$%O&5wr=CjgbL0{h
zW=!U7w`S-2XxwAOwICKeuS;if(|wn-UB~#*<fi3Q>(Hyz{MRvCZx_eu(_gB2tq}Lm
zSw!v~X9HW(fwjoByE}uiKFk-0M){yq(k6M-muZ%I8d^=8SUg(I+ME-l%Mmy#h?{W$
z9Vl~)8w+}`BTNU#!Yrb+cIx(D_*GW5RG<9o@}c@}O9wkS)t)p0$Uo-o{9A@Z+^aO`
z=;*AxyopepRdT<Hap#E%C+o6xmP=Ar_L&@C)V=tMpKaZ%ZZq^Rk|D+TB~r&21Yw9v
ze%|)~7<=!iCbO<>Jj#sBj0h?!2m&f9B27d(0TcxU1O@3O3L+h(gdT!Aigb{wND~55
zBfXPRO6Wb5KtL%134sX^N<zr*gqi34p7mSn{nnR%2#}on+~?kVpS`broxNYa-Y^V{
zp8zc`!u;3h%>qKOAd6zNva4_fb$*ah5Drznah;c~#SZRfm^yu?!F?|v?eM`y$XDhz
z*~iPze~&fX!2~_lGBBIXOS(+%%-x=TTQXK3^t)Tk=VW(G$j<(HwIk|9jQR6#lceeP
zQ#!0E#R<vCR7k6=P-F)zO0RAHxxD<|Oy%JW>}~$@Rcr{a+HR*T#e+%fNtO3Fm`;gV
z^Yv296Yr@I`qoIcI*b=e+?DpEU6%gxIN+yS9vawE*02H3hiRQV1R?k6SDaSKN~f~0
z9H;iqDqF8kZwEN&Ma61fxCn5wz0Gy`T+U@lmQ>1QFqh5z_Ln_JCuX94{P^n6_@I@~
zS>zxA+ih>i%fVL$1WkF(HJsGCqlRy`Q{rsyS8ILOmLn}=`S$DA7dzx6WQvmb5`RS+
zI=Zu8RoIvCcf|)1XOu+rf=9EWt$GGX<u%z+k4n9*TFm&M#1YtoMpmc_2CmR;ab1+u
zY1so4P|WxoctoAFf*6>zrOXcU@(YAhD7&5$@~|YOOIcd}ht<cFHwTg^lQV>K7&@W1
zY^^!cD6AsQdwRQMr_T>5l&`wT?fLyh_odd#3GR&Nm|7>sQ<e${GHdC%oMEc6a!Mz+
z)q*o?f3#29F=(9%yZ5wmIe({heSgPhM>*QelcR+$t#f}u&l`tt7z?o2&{+)x`WIuC
zip>4A%(H!#cRXKh?LvXZ;VkSqPYhx<kDA~~t>T}vVP8uE*j$))L^cV!7QhuVxZ6_Z
zZ+mlpD+!C@T$D_c_lP|zx#Q$IqbiVMy_LVS>c@;z%FWn*$0NY4n;g~l?y?;PyiZU%
zM;m8`kiyG+I?eQ=`eQ{h{QZf~v(`8`V%t9@sGW?=2y_SUO|1RKs+hQgIHG>+`*(Fv
zx_6(|l5F{<e`^bu{<#y7rk{tn#-%P^+?sT_*cUREz^%o$3F=PxG$rV(sBGa~RFWlN
zys?2J*##|i-Ig<3Yo2q_HP~;jH*C>O?RL8nuM0GY0bD^#P`l-!U(0;Jz~dTg?^*L}
z5en=dM`BQA&j<H*NI7fqO6Qg=bF`ppXE1-4^IBNc-A`@)S<a~m@`VFUHk2Xe>Buv^
zk?d+qfAO9JO;$M}(4Qx`lod2J-^@CRsGZ-kI8ZjOv-$!Ma+%ARtCd%$v9yd#no?p+
z>PP$ut#f5Cu9&^%|8N1Uf+<plVJA<VsBxR(%cN}@%x1BrwA~XC5agnfls!&iHc?C`
zXN-o%E6<^OVc5T)R|i*T?#<(Cf4u3vFHkWV)rZ+A-&&Ab%#rlz3ZYAcgPg@*BTq)i
zG*B{qAqAGE6jiOTIv&)93EnB+p<QOk%j(vQYFP*)7pae<&V7;NOhZ_TH!;|Q67~1@
z>6G3plMbto*0#ZMRmYk=LZ%N!!qT@L!DTt&qbA}v9D8_oB(~qwumMP;o<V=>iS21E
z<>5;VpDztB0NA80@Jq=y4!wU(A4=seXj%IB;_Xtxhv2WjI<#_U`eXD+`g+Aq-ZvF-
zTGZ_E`FX_xjn9+aHd}QH%)M@~L8<~M9)a)iwL|2}t_Rw1ah{q@;@V&H$7vuNC)Z~P
z)hhZb%)0PTL?|`b;1DDWYJ&OurCHEwK|xE$>&EF!pDNW=lA{RYYMdH^9(=j#>x;MM
zWIeH^{8tV4xJVBtYYg%^vnyzy5i1QdZo;(Bsy+?MtK&&Ze{K!kyCc*^3V>SjzTIYS
zYs~dT8pK%EOe>;(lums0XT}O8E0j;q1_31scsE8*D9uB&h5EibK750={M|hd_()kE
z!P_5R&8BXcVB_gir^Z}uyi8yIll~eA0z?<cfT?dUXZwQuO3J@njI3TgKnMHhrQZLq
zwFAGZ_e&#A-cS3eB68)*Xr*hD$yLAN&Q5RNAVRoVVbh|1h+x1_2fcK0+q}NfBtUJS
zvm?b~@s3jf6s{0E=FoBRZo0VYGvyc<dCIM_7-t0zTxWR()U$iw7+RhIMXUFfsQZ%v
zNcI68!cfT5@EjAEZxthXGB196^5_`D#-A$=aE=@;Mvr<sX^fX14Xo3wHZ;83z->}U
z)_9eCzX{Xtj9CmM9jdfMrM=WyppO2~EbWiGJzd&H)_z;yvnppX%9&0p1v_ZdRVhSn
z@3h@h1caDzC`-0Jn{hS7+Kp~VtrlS5t2asXH~OG+85CvMk}bWgpT2`A<j)=I;IXEj
zu21mhfk2i{A#>T)g`KNTJkx~Kzt83UVDgcnxV-@c$6ia}>Nc_{MqqI2OFBv|B@#15
zclN=Q_%q25_5@uJl1Zuwptj+Zr%p}U@Jh<(K+IcXzN9?-;zKfAc=47E>2Ah|ce<zz
z8oyS<ZBHFt({#V|p(LeEZ7itim8P)^k1{;NG@@YBzqgW`{J^8((VlmHbI~D)I;O)&
z$SH^Jcz4DbI(c&lZMep;9%YQ-^Wswvl`kc4<xJ#udy)0393Dh(_2Y5|<?`|S<*nvq
zM2e-5W5#lVW8LhV5-VX-r_X(wH#h#O9r}{BFk3{e&zM_Ow5;CrGc8gfIV4sU8)e>4
z4t&68*#ry5KSb7A3RA`4<{}}BR1T<liQs5`jE0!~*>4SmMVAtn;41Ppa!y9JN7_WS
zjd|&>C3~#pXI$$?<R(3;moI?N3~39wl>`-Ap!w@CE_tz~gQ<szxM;GLSPYDWkexj8
zXcAU3Ms}6rTju|j=#a~6A=%IKv+hXVRJ2uo%#1`=n?--Gdxd!m^)vN#_SAYH>6VzC
z<n~>(f}FF97Q-3q8@(#yV(n;}{*bHlmB~lT5(}yB5Tc?-7hyz>E`YKMGAu=ShOj}@
z9p)Dr{6^WMPCTSc=NfNIv|$Sz0!G)1NjE>GBO4(P#HGgKO}3ylwy<<}HVZ~$)-+=Q
zC8&<RZpbn4MTKM1WG$sY9}(Zt;-KMujlrp_9CGclVp4LIuqrI-hkn)m$?FE|&sTqv
zWq?bF&zT0%s^d08r)Ybov-y0eey0Z0SZYXweOWu=5TBv@=b91e5sT@21+fMj<uQg2
zOSlW->&^B|&62hf!jw1z-c=>YQ==UO`v{GQD?l-WMiP!E@TAwmoVMRK1Tb6=l{-`6
zJ#dOXZT`Fj=vBybQ<7Tbx7zls+T%_>Mq73x#My1KOHrMESD9!!8h-^3y?A%|d8>DK
zL~M4cx_we#%LvkKJlwmc5?X+3-U$KLps67K&(ubOkk7>olXJoznf&T9n^1Wv-G(f3
zXrGKBM`z_H&))i2uZ^kEzz(a`Y{NRYpnDX0v8?>_61Z-6MF)*8F8@w5d2Ym#tFQ^{
zoN0g=Nl7dpMQi3OIcu30l?JpiQv~zz(j&U-rGws=NQ&nD@Wyz%lvVT&<B_soQPutE
zV5HNPpN2}ef#G0S5VS1F`@#m>R~AORF@{bJfuk<)o)Wx>`k8cBH9YF{TK1r7v#&Kq
z4BGG+*S;L~YKspL=3bB78VKaE@xNPa(<BM!t^A6w%5M|RKlk2=pnqAQ%DJJ@Ws&Y|
z|Lu;vc~hXZmH&^^aJS(iYLS3phzY?=$SGR0k7V<M_GpH+58?lhvlV5vv`FW!j|@50
zkr}c!mmLy7;vX?!_me@Ke9j{egT$r#avxaK_1?{Uckaw_!7bt`sq5ptg|bZ#YNV$e
z7IDgLr=Dip+;VV~2OCJulCYbN{8oyuU5|RRquP4Dz?d)jS0AZ+(s%CQBjNJ$rwHeQ
zE|+}Jt>LMfLr{qhIDOR$e6Z$#VxK&)PXaXUw6W;59Dcha>v!q#YN8p7JJ#wUpb_D}
zc0CjnFyno9O~AR>@Qgj`LZ{AH=0}zM71e9^FB>``hPu{+It~3s*eyyX>dlL$3)2S7
zdq1K}@Ua`<n8ngf20v&-Y0P+rA~_j^`o^EqxRJzH>vhaLnR@MV-zl`^vctM?_g;!Q
zF@~mIBx@<}g0qBkD;2%ps4}K|P6O{bJrBti`mC~Wrr5{4%B@O7y+SYZj={ihTW?Gl
zf;e`I`{{=*;K!az0A(?B%0sp^aX?N`tJv|J=cPah0Pi9+;wHZY{*`V}AgEBtHS(@7
z<a62p^5Ztpg$8is<GcsaNw`u(JqL{1pT<Axz3M<qqp6FW=AxTfZAYXeiJ8i0Gn~^C
zP6TDNm_OoMt(pos_;QA<m%+R$d#K4k2BhSY=$q0Z$1{!;Ig~e7a`G^JgdLCCybweo
ziEreCB~h&E>l|9wnYmS%zHPoW*9gML^{XW4L&a5Z2u({yxM>7$5_GsSBA1tDQpFD2
z6r#Q`ae@;b%3p{!>5ZN0P$aRwVmORBq%I+vr#h4YiRRT4fIP)TwBH8>s;Dm-4dt_$
z3TuZTp*C}>>{))YX~&IJz6DbHdj*eX0dyHMa1jN=Bh1657g-}gvN9`e|4a=Jmu+CA
zSsoeS%rm(79{d)hqV4RHffv`=HVqCw=C*&Dx$lfi58O7bH=w=<d{mT{L<GH1yy#*C
zeZrrk1-|;D8v<<sToB0S%VLBF>t-xb53RfIJ3VqC6k~@oAie*0O|pjlM$<)Q|GMEy
zCBj(^(sMaq$t|_hv|SX?bW7-r5%Az*aZ-)vM>B$)iPycpGJYrAR{LW<c2Uennc?$X
zepuunZU%QW;LY+-{(1fH@81})t0O=B<CnC8J-9(4Gu6xpo~A<@#rInU)GeUs1!vgE
z*{X4-#4DTZi=evSK(_^=->7~@XR?0r(2@jgAk_V`=$jZZ_nR)VPjSf(1cT(v#YcD{
za?XE!smU=g@Cxv!4a076R?;%^ci>fX#`J)gAi>bpY_4NV&shEzcrBf<vlA{u(0z#4
zm!1f!93BuS|2A+BKp~$Sr>+}E=1dKEREE*iZ3@x`ggyckZSzxru*Soyrw+y?W#msI
zSd(&RO$zig4z%&qNDb3Ws~llp*CG75|J{lml0`Tp`9Ua6&MmSn5^ETCTga=QO&uD+
zZ5}asjQsn64!G7))CS>9Kh(@Zf6Yj!Lk!MMd*v+v+C*5e-~iBX0Dwf&+bWQ!#s$5f
zP4b|Ji1xHgv{5TIXKmSw;7YpxxsowxV1682Nmt;=N;{MbQj!Hd#CJjTP4l~y0Ip8<
zf234RVeAmZG3>P1nRba9cMz)AE*{Fd3^cIf-{-gamW|Vl4_OytM7$1xT)WYAbl_e~
z0b3R_i637)v=@pSEdkwXSt9txDUiq(fO5Z$d|t{184%+fM><&{89zs!#L1M@FLri8
zxzs&|!jAal{Kv2N10vQ+#E}fc9-2&tDRu`1yNqRk!tY*B^WYnMsz2u$8+}2+ZS~R>
zf&U|rImM04)rJeIG^31ul2`o?t1j<gP@X&EFhrgH5wt77im2^RjXb$D=C&<Dj@u53
zXvB_*(jJ~iTBZ4>Y?I*AbGo<G1g3y7KM+pn)9266!+!(s>&~;pNdA(AO~)m&%73lS
z(%r~2(e3l|G2lknRs$f8zk&zVd#Nq%jtzf)V>^ztPODp#l~fWz!_T8VZ`E{>6qCkk
zK~fMypLQ_b+wzmo=X~|CgVc1_X6|rSW1~&Y1|LtH5Lm=eTa<a;0$;h#+03@d<YZH^
z9QtRrdGk72f%|QbtJ`DO+ZIb$kG@f1_AO(!OAH;$3KB=M<799&7{7#=grC|k0}akp
zq?V&)=pL}<?vI?ci)7<)qiI3bB~hz6oN*2d#Qgf-n@~fFL?C_V4PunmLluyOg@Tsz
z4uw>VoP~)yW;F~FXq3FaHfxVRb6yHq-m!tt*$0V~5ji=zlghq&;06TqVmY%gH`jwT
zEf38DN_M?wReQzYjrvF>^$g>B(FgL`@+0*WKk($^<b%kvf+UX&fFmLPVjNdrBW+Tx
zCJ$G>TTbXG(HWk9Iw46KIkI^L9?G(l4Y&`Bwf<0+ZWjn3r!G*M))>+myHPnnJM??*
zn?9@;FPe2Da2*;D#h=MCe`nhfJ(O1NCGS+_$or68`+_b33_>?fTdc*Gi`xSO;fz(C
zwV|}j!^B13G>ims8M#5h!Hkij_-b`92~eEX3-!KTx8<$UfgUsXmM`^L0Oywc#c^<N
zyxC3ZnFHuyst~7iuKuIik;7SMK~^B~h!HT;1XuSvMXb1q&Z>xO7_=kJj@?E+hXch3
zRlV}!SMB?T9CZ(A$Lppw%klMmllxhmao<{7KM?kNCB&@r@muQq_V;|f50*$oZTIa?
zmuX165(h1megV?ubmf93m>%c~-4V^&2%yhzMDbA#*;xjl9=5!lSZCkHGCA|T5vPyZ
z&E=7$p-^sNVU2>83uVsRveC)Co<JBf3#(2fX_{ox*^Jzd4v2!qN)kV2hJrth+TwzT
zs)(76joe>4R@G<9TJ8X!J<qUKBx6hnbnNBS75GDOU<nZkCUcQUV!G#%KO2|29U?xV
zU1DiUs33J7RC;S($H4%$46ugZ!8XQvL7geHWvLk%;bi4JBT&!`GT;enm#|)e;}w~3
zpWsz*H3N{fg{Wfz<B9e6r6&hZh#_Pp0I~=0tKd%pmqo!Rz($Bo|NFDX+~f?%gaUH|
zQPKfbX21&|;k02vURdo?*T@s_yH6sh1_NH9g7O~I56%Vu9RW&Rxa)&rE#NZ16=(f#
ziOnH{GO#m_4M}Ci$DuI?0E)Dn+&iT|e;(tw1Hj9ij`WNj!Z)ToGDJvD<JAf2G^O7h
zGn-Y=x;^|K!cQNqZl8{<ZnptH3-4Oa8ZkEj4g&vk4IEkAtq$J(W>z-#X{Xo2BZfW|
zWK4XH?_=EK=eYByq$PxJVFHF_fdt1+{ZXpY<TzG3Q9J*x2moZtnT`4Y<<RP5JZYS@
z$L4WfHhuHv$Xsp$XY7w3uCG)W^CDyI$K+kzy&vs*(#ex^v*^7W8QW9r`JAY^tx1o2
zDm!1<^Eh+d$6y#mNz5L8<cZHnm};PT<KEpSgd1rT?ADue0oFttWPrg+5NXlRa%)bw
z`Rs6uF8AG$v(ylPa-5Hruv~pB-@H4!Gk{SMhF^7C+|Q-%lc$7Qbz%N`#Or|(z#YyH
z32GktJ%zba&w_z91m{1Dxzm;(`x!0-jr{%hW0l>`Z36+#7D>iWkGT<}*qD4(>Y)OS
zWoN%>J!*eSBndrp&Xl<;N6m{|!7$&ABbk>0eDhffNlqbNg_a2QlME-DgZy3TqpRJ5
z$dz*5Y5Lon0C!i9zZ>}z%O>~*x%WNH6f4c8rT|xPTL2SmrU_w2(T6r)A55&qW8wt+
zw4M1mW`~Ah*x}8y%TMNq#w6>m=_^tG9(gkG`UpF_VHm{t*s){nE5*0)St-Z#S8A~3
z6A~ouJ3veqpv=v%R;(Ij=E-qSNS2X%oxQHOW%YSDue#8?QyQy1eP?DzEo)j;gA8&x
zUrWj;Rtdj(V>Q}Q13*`4*(zc1Iesu=0~oQB|DO?~qd3~Q^_5g4_q(K6s<0V;Kdq+C
zM(hmGm?e!2!31SB<}PgZa}H=%dc^wkgR89oP6W9H<7g?qXpmX}Zz~7CgMzDOa>^`)
z2n|-;72S?S@6pk=B$MsWV2g8`s+CBVumlpF#dR;@f?qSO3f9J*`5eQ#W8eGzd7Ouw
z`GhisYWPKu1meH@*X8oEoU%A6fd5lyvLdYwGu}?b2f$!`VWIQsY9IeIQV6}_-|WvT
z$x1hRAFqG_a0edAN~=24E-iV!I%=xPL00veSQ)t={t0-tU8~+}#?sQ#d}?(-2(y79
za6i~e)ic5BmG1rEs%gIvwvwd8Q9s@opi!U^TG)QMO&xYM{kD_u`kOoPKvUu9{mHqx
z8P#C(DNk(a!5FTO0sA`+aCyBJTvDt~8w7s?*_td}w;8!~rC&Zf1qX-d>Ayz{1QNdQ
z6cTLGKv)#o_yNHGHd{k>bD7i3^nXTq_Dl}`+rKl}HYg2eXHZ|T#<>qvZ|Bo)K}%>M
zNTAty4QWdckdBCK&5)@pXIKVpe(cpg?XU4_H;2916!|<**JbIJ-^$eKoE%}0vY`R9
z<8^>^FLZf&|1p&K^;U}Px|?nA&Ae*BMYoYxXzpJ<`pma|Wz=%`7homNHtt5pMsI(F
zJGoBS`WQj7s^r}8XS$OmfB+2St3a>FH}6wn*zj142XHxU6B3kd9mnmXgZaTDG|Dr0
znIT{6h!gC7mhY}}97KRmWx#%nWL9&}-S^nlVLe7cZxZOL>{<Ytazy_aIrP`ZwU9L~
z$`53a$(=iT;s}PjeL`BFWW)XCKon{0AD=oY=3cXe)pY=UUr8>WaNC{#>3z-JsD5>d
zwve2%>f)Y01RAQD8&Oj?(G<#H>c?wphCQua@~!g{4#tEK+Xa5#AnV4Es`A-&uWlCs
zp3nW?TbqN#8@&HO3EQ?z`ZE7$o=tC9rPW!O7d+dNF|~0IsIof@8JOf$_OU;=@%O8_
z##p98U+}($QJ4l#su|@?>ePcADZ4iQEi<{A`%dP|%|E-kCD3py$hzHJdr6sX+oy;H
zJa<+)aJh~G1oZ?!uBDZbwXU~yP?wUNNjN-k`9Yp0e=Yc}spJKe$vd68atk^D2A3VK
z0`cWDvVUi*!)?*!Zh0lZ-rc;ayjYE`L`I=(1}v<Ihj^OLjhf<v$tEl~Kp?a+)~?mK
z1?Op#3JI_~=gEX7G(FL;3rk2!4Ek=idh02rTwIN9KtRrY>P&Zvgt#T}!STH+!t>wc
zB^lN#KL^85oUbHnKok)b6P?S+R%lWC+{Tqq?_Fbm(kN@2LlPepYhPg`KiZUOa=Ad;
z7k~zW%x$KM=(P7Js?0ue87bQT>JEfh_M^H4<Q2vRyDbMZ9AiT*Sofb2vQa~+#ZKoJ
zAVA2-lhf*h3D|f;v``~`mMpR1ia_bSjgMj@%P81LiatZU)Gn9S0efE?$hXd}&G_0j
z`u3*SvXnz%{=q1FT#0@L`1C-!dxM)xv03xt<~^{^+`t3$0;yk?kpm&bz~G#|yOQ#i
z<mUa-%;k{DYI1Rt;aP6o(UmPF7sGBKJ*#+=iyWe-4C-#mzcwtJ{WE3OEByLE$brS^
zjZCd;aQl#6zg)T;9g&nq{A_4`8AUIy&Ya~1oJz=pPLObna!?~J`43w*pLD=1&X4>U
zXw%7WOAY!>vF=B4ggt6O(CV;HO>|my+xkK;l)ZTLSz@w_L8$FJTkTbLwMM0wfSs@R
z$vJ~3Y$9qzr^BAUU#$dLlBn3&(I#uB+q%n+QaDXyL1o6%vxR4Qc^w@ahFVi*#}+gZ
zqShvR-k$HDo^_1<dN&BWLLMVf1AU3@<-+CQIJE@&=1W~Culvg+3wpt$E9Sr++hT?M
zwD*=lvbJm^<dl@c#*>1UY~7?FN5$>Xazpbvx5#dlsb7{PYY5e{$r9G%BdUCEGKEP_
z23cy_5f|#v)?UVqL{`RYP7>8AebTO8EBp9EkJ4Mp?@V+O>@KxGD131BW}{mXx9P#J
z>LiXBG#)DYY(4M8<VZr4p&LQ-okij0Mc`y%Y@YvYnI*5)UXt9U8G8<ehvjpINe;(^
zMWMK4pdG(-V3wDyrGazQG6~k|8Al#x=)TF-Q?qaQ-D4Tsu%W+IE#hl0?xN)N?vvmC
z$R4#BEx%Hw9g>}<9rB`&_v1LSW~{<;R3swz28&|(l(OxC2oBzzg|!=FO4FB)k-tB=
ztnSBut_LgZME-p<KiKNUk|k!RE!wm71U(Og3+2y$?A4EErv3a)$;r|2`ZEWTkVKw8
zF}H5)o#lDV5$yH^;%iS|GP%LO@ZfI%T1Wv&V1K3>6go{^^=QSJdVpM*^;36?KLCy)
zlasIY$itvgR$T&sBL(OXvMD83gn+DJ*|(T*6ne&P;$v}6{RrLw#W?NZu$j7A?!BmY
zXG#&kV&%G&tCDTtpBD0wLl12uww*S4yUwyqtdTNErIvjloe^o)oAw%Y50`HHT^a>M
zZeh!`KK&Pd$C9sii?+<F=NHswgtP4>-`lq-`x%QzjzcLZAHpovnVdhhuTzuo7y!`)
zWo7X@-`VxU0f(W2((DbI2cP?L6Rth~hywdz;I7~j8<u3=b&ZVnQAU!v1_bzM!Vf_t
zd6Dh)Goy{H-}{xQ+?0u<ePCyR&Q_rtuI{f&#6~W3^MFmLFp$LDw`iRI6?;<_el8BF
z9I{UtUq|t*R=dt_>e^1jpmGoI0HJ6+#$Vmu4cp!Ip9#u5Lnk)?*U4v`$b-Bx8Ztit
zHn6Nn*BNO6w7K`g;GI|fdIEn8<O6NLF=pj$dCvcPIdCHE4qy_9Y;<gY>}0+#uwRZ9
zU&9%|HY*3%z0?LSIvkWX;AL($=eN1o(A&npJaHjD2W6BeYdtN+t?Li`rvv~j!W!la
z{lDD<VhM!7o+JP~06o^83q1PGMxbtMWv;#l-aWx%25|;U?+dVK++4_v1m`tToa~T}
zGH@@g>-L&E>_aS^Qf+TAb1pS(Mh3tiae$DLn#y}$;K;~LNzo&;Z!AA2mHPWd;FgR|
z0!NdQ;isl(v-z&Sy|+g1V6+03`G^1&Swnq*8EtKkp0w?JSH{a{_^VU;H`fdB-{LxV
zcJ@*~-Y7q@S^xFdpt~HslWzax>x?Szd_R5gNYVZauRRIyG{Z19$ozmCe@%NiiZ$o~
zl0}PU?!i^|J-2%s_gja?*0ut@h9};4>2#AsbLcDMWksuQV9O2f>|IQ>R?V+$v^e`z
z8thMFRt;rkZl=u_u6QWA#M*lkMcMGKkIx_BAq!O0!2HHO1?Cyx|E~UFM(MK-5*ITm
zY0Lm@aL18D?BdZ}jBZg%mnq`H{tp3zw=JC3@0BhoJ+^HFn=}+yPd)oK(jyBSrv_(x
z;M%wW>G%=0<~>HzoQxAEcTWXUD=*-AmJq;_&Zf=K5W#=5ArqVkK%J!0dT!J$uN2xZ
zRQFnF`tey_Hyoq2bxNSRBNMD6V5VZPircY^*pXyfzQHy9=b|<yA6E?b>MhO=oP9M{
z<ZBS|zDLeb&uP7Ts@yAF(z{!yyCNC*_7x_j=VD_+cFZa7QV^2UUw#gH&d1a9Im6`&
zH@|p#wU`@sN5C8=JSZgAgeTkYPuikSM_&9yk-MZz2itVw*00z7jtSHtus(OPj~_kL
zQ`F>j?48-w>W!H9JtUoH7f|8AWdSL`&DUSU2|`DD+|6O${J)EVh%pBMZnKTC>1UXG
zFV<S^XP8FB=N+P4{D)}$2anPI=*4f^;_9G=>{6`<lD_S^M+x(tH^aSqc4=fYBRl&=
z56MLLty3jOIiHYFbY}rgGos*Tmu^)&Eb0%o<zq2x74(<y)1@1zqlJ?<KO8r5Q@$q$
zF8ghKT>B$E-e}G{lNnIl@I4;{>|upa4!25<(BMg+JmS{nS!8TMqJIJ65P--%nUqXS
zI96>{^_YiR*(UXvhpFg^_K|x{PaJEhDV5H`UA%5@Gzp4^dW>Na+>}Ssa=c#pFHRhi
z7F8e;DZuBnVK2P_WflIZ3vjat?<k`Q-1V&VpS}DMTp`~R&5#>U_ga*h!hqvKjB_lj
za}tkWR?)I;s}Ou{N3t3~s)g6RWg|_~5tgNPEFWweHvq4SU*0{sY0DxpAg%Mh!&>rh
zMzne})I8|2z<5GRPM08L{>h8C|M4xL4DPZ;`*1n??ro0w;RDAojo@W;XA0wnO$5yr
z)CC(s7qJK_*j}VRMOTeyjk%bQ9beK06N&fYI%c_hevnN!bo$2i2LXvp6YH^x6)pN<
zhOQxp0CkSpd_|BJ_lh_zsXG+$CojNJ$I21+-hv(L?TbCWkK-P|t4ffsCi|ZR@IyyJ
zLZ;W9b6=Q4{`>Dqvzg3gr?TzB@R1Ag-hyU_H#4joo^?sC&BLw1@Df6H#)I<BzMaOD
zKNC1Tc0(@L96uqgY^Puo*bf}vDJqiEukOcdRk_Xb#PNXM1+WwE%|Z57MThirQpmQ~
zp1TI<`+&GH@I*r+NHxZt`kS3MlZVN19jh(vGlDanIm0g0_^H%Qhug-vNfPIHmf*11
zH_D&}RmDG!I;kP{i2p{p+45DX1<jBGxsy>3ZO@l{rFh+wCQbS_Itzd0y$pPhN1!M8
zy^qX-#Ws=+6IDAKL7KZOrE-O}zf`g3?nek^(Om(v?u_IV0xVr@&pUe^HS*C-c|d9D
zF~&5Da$?ppxZXIwpYriN2n^7RJrYuqQZ+Hl3AC0aGt$pIImAh_$<<2tr^3S`w?d9d
zj*Hnk+O+ocH6-`y6GjG_O&YyTUHvEj7VM5-<)cCy`S|(6k&N#$vr|=SQ7KKc8=hN1
z87GhO^ce`8IhH#0d{hwmLTy{U%)<OkUJYbPf?v)x8l`(?idsLUEt$aIH`EMqlX>8{
zV5InY7V3bM5%m7{#B<~!JBYUhsUH_ZZuBuXmqDzir;q%)OX-Y-0)nJEyQ|9L_tYjv
zeS;0x8sd()|4Kv7mxZ6ayq0H#x0Nm&(QH4d3Gm!>>TsqF57U1XMOkIi=N0DTnhe7<
z1WYhHGG$xB{rUirvYw3qkm{QC7S^9C77OsN0c_MM4XhQ5KKDje1SCHM<y0CM8x!M9
zU%dkCITo4Ab@=Kbg8iZghHn^2d)A|8BlKE;-%o6^YM)1Xw?Jfy8aOY=72D<zB4+y;
zE}Q{OUIv2-n-NysL-$9FHLgZd67$cUKyFk54Ci-<<14V+wUwieI-`FZ(9AeLd_sQ8
zKWL?9ZI+k!@4r*F&Vo>y=Y1+K00#uX?u~y;k5xUMK+=yPtL;Bt*`uc9JjW&%k_=$m
zEvXZK(>d<~lydirZQHk<d2A;Cn01Y)&2FJot=5rHK_Ai^i89xTZvZ|+^l?8`nq`I8
zBI$rVb$!WmvU*id;P6wqX2+X(d8@40^oZZy-W=RRrhz;v$3jbX<rEZ-qY+dJWp7yM
zq{GKLNlE5%6(D*+EF9<B-O6kM&~P4<MfGXj#xV00w#I`%5F}Xh_($W&1@&iha~pHM
z$Y0r^PR};rRJZF2r&{ReCNdraZ{p}V_{bqjfq{z1sP*5&3Z#!7?L9rN#5f2bQ`S0J
ziUV!CbVc+{b=t=%R&qxA#*IX!Q-R~9)=IidlH7A3Mz*P15)~?SVf--Oj(suM<`w~v
z#QGM1tjuN3Y;P)T#wB^;z12>$d>q!WSKP+GTn5g08~{H0??q&j_c!=~!G&(A0)PO^
zBB%cB=Lh2PR1UZnfunmZnSvVK``0#T!t4T*?T%o|4IlRsg=Z0K2<OJRbXY7Ga-I%^
zLtEe^WFQLwK3GH0qXq;gjtw4Gv`PQX-&ygX>UAZhcS^r>xE>%F1OWSH2^=|Mw=zCv
zZ-dxTXF(4STv>h)c1%?yS^R9IQRYVH&YY0P{exivi*V!u1fg%p;ReSFG|U37Y+Gxq
zBk=)vb}S0gA)+k+Y1}r1cBXjG&4>)w3$sH%^$r4z#V>GFCN^f9xiLIv&GdKL>t@IB
z$jIdN9|?88p<F~hG6Z}zOU9TzGD=JJ27U9;z-JcA5=5-T>*p(!wITqEsLA=U|IK#6
zt*#HGV`TUmuT^b1>zuE;pGB3IN*{f^psZh&o3b*jdID2V%p17?&{yj_V5XF!BKL@~
zlDezSfRQ$v%gtpVzzJQYtL+%=Eut{tr2TTyW=ix-E+@M)Z5YQtTL?qPiXlDi8kw(V
zC@Jm(IhsP7pLlt#4dLl0i~xwGeg(O)DGczU&7Pg5I<>bo`wUY%l8Mntzo9MiFy(b*
zX_Tc0;Uo`Y7dab?yn#9mNkYt}VWKxwDRbk&^sU;x{IR<%M%l>$?2$i8Z&!X@l-dhu
z{C+nxJV^{|2U3L1f7jtCS?mO1xY_3CFqM@RfbP1-ynUPf<7+L2#^krl5f0CJ*(K=t
zO%3aT^wVV#vD?o?fmo%9psh8KQyntbTgE7_5KE3__U7B}v+0u`v;1;K$mX0HR&kBt
z`*FXK9h;Ep!+iUe1u{iNN4Ng<m-_5d;4lu^EFl=&1DYcDS)X7#(I4`2kP^?ODg!rz
z%#RRxV8?kvC|$f~&qhp4OzbT5PoJZ&!5Fbv2)+&UU2mIhvjeJes%GlOY2D<Qwx%^V
z3kZJE%>ydkerD?ZFW!5?T=B;>R-2eB`E39IJ8{Bure!PnI2+V;<q49Xtz`pD`P}AP
zPED}4HT`(P)#MPo^-^Y*2>KZ>qE*#O>wZ@66tzsB0D;%t0u7Qm`;2$Mx!{5Ix3%6n
zMe>+^>2Tr0=lgB^f410BS{+$DzIZMb_1heA05QYcPIo-u05EJ<(i|lmcwlpLIRzS@
z!k|9~w_}=2#3R}wwdQbWRaLmc1JD_PAZ$`<bqe5>p0jpqfbf|W4Wh;HU9MpF-SW%q
z?cZ&Mmw_w@v*?jHw36iXZj4BKP+$Gci$`X=d6*Yf_u|*`IZGVU_Y&#Y?|-Qmn^j-u
zRC;a>f|QQ3oLHsvEbVI3)ttNUa>?+p6R-dhnpn+?pN>l*D8jQH!dxKggt`NgckSY>
zZo40!c0E^wR{?poWBykM74e_Z9POP3su$r`)zhK{8uC`w<Jn@DpMw<1K#<8w)z#+b
zgUr@s3BT67`;)W9-p!|HXj^MWVYq}0Bu&F^y77lUz7t&G4~U{XcwF5nQc(-KJneRZ
z2uHy9R+WDMm@WmcmgHbe8hWlGlVJ|B>~3DpTEUA!$hY|_l>Gt?r}wY8Yy^Radas~m
zyjOYJ^PUxg>c*lgx|9-l<)^-g#st*nraC}LOA3@$`ZF6CRLAa_uUzwbrfHjz!Ad&m
zseI9PV|Y#DWuPUlF!jxkoeU(eGEeD@+r;=!OvGz>-Kd<q8T6^QB2ZB{V9VThs+^&2
zBWo`M>{8IOh8&eXECZ6{ef~W;oRN1UuNm0u*hx0en^J1IR|Rr5!i>Uh{~EA@&GQSe
z(UdjaC${tQoqJ24@yi66%khB$^+r0uAl$g99efU8#lxYvqOrEuJT|~4o=gQ?0QheW
z?^CZbQx-RCjPw<6jFv(rHfY2XBgpC2ztrh3vqi`jvd7c<&qeXp2Tcrd^|ubZ@sS?1
z(}&9166!}DLLfI$_KZ@t6WL>Fs>wAWu7N3w_Ub18$t;8I4gjl%A)#{o&2`7;c>3E1
z^4?}oUc4gtF^Sa;j0}1dK_ENKC{N%-2wZ25y-sD4-XA2LfHj=~tT9$@iS>elx(5He
z`~SUnP=G@iu3qaO-@Z)+bO!Hq#Ws?hp-Fw?R5i}lX<IrA#|I5NAFG3I!HtTIx;9Dq
zO^MSx`8;HlJfklC@tOeR;>Zop`EWa1*3)>>peW`cS~GUC$M-~#`(($yVem8ZzCd*#
z2qwHCkV@m^knvONzM$i|0V<P!!jw{Om_$n~qS_}Wrzra-Qw!ZP^Jk7e&kv+&Di4a7
zi@VG?He{II4C>V{>p!(lLu45lBKPCo<)+>#xAMOxo661Y!Y5f&siNCxZs)SeJK!9h
zArfcWd+Ezfi?wdJiv5HE>X%LvG3Yack1Y#=U5h_%Ap~ug67`$=pQ(+7(3*U1H*kY<
z9!s?<Gh%r$MR<o{Jy#s<7h=G3t447bm4JN&TW@Eedrbr8%V6`MJ{0YUqm~QYyI#O;
z8<>swJM8lS$X6_wWk@Lm#2hPpU(`Un-c*<*e<M0%mx@wk*U|cLXuY%U56HlobehJo
zty}}h5<GhEt1<*A@^V}qf7wBPwyw6Zw%AA-&>73$A5rO+?n1}`NT-X)IA;{x9$-YS
za9>!Q=qw+qwWQKZ&S*FVpi*^eisZK%M{y<}D@vwHO^Qn*E_bih4f>M^emU3z`4~+!
z!(1z)lh(W#vN|uDHAf7%ZsSI{{iOflwV$JzVq(@cL#jGsB|a;GTShKvhN!ii3A>~q
zg9V$hz_p|pQ#YTuK(#RodQlakZig5kW!_E1Em3sF(u~#|Y)Tu4n)$<PhSqW|(w#Od
zet|sZ^4^X{8LdBR@GJJknA6aP0n6*N>lTzzd?^7To@85$lQ(f{(m@<<!=wa`;7f-b
z%u2*bLEU^XF{D;iS5~GyG=FjsX4bEYk3VkI4;Rx7GA1dR_e+y@_bhSAqe1DeTXgk0
zGh&neSVLwprpCE!ETX~~8|wa;mdkl<|1fNMQ3t*FsG;DhjR>h%yFgR(gkziZhh5k5
zVoMh_M(*iM^NcPXm}w!*yYRA;F@HPyW=1hFyeX}c_R;O9RsTslF}u!B@&5b|#a0!`
z&TM>x5u9JVGM!LQG`(}CH1=lalLGTBL~B;3_QlBgJ7y?Sa&pp@PaGUmjPK3(N`3P!
zBhh4w@>TR{Y$1Hl8CxX3uaoIwLfyB)KQ!^UZ7Pf{s*cr+F(!@owpy<G8Is^AZ*E9v
z&(GBt6;oo*$ZVhU)$&g>co(Y0VubC5bgRh3IxdgO{(8JGO3gILz+AP$mr7s8z8Nio
zLtX5VPl~qUsY+%pO~qp+I%A1CnfHaq26TvZSH=PfEAaC7YitXn>5~qlb6~jwLp-R#
z?n$;zKY0fvF17hQ$l<zNWStl>_C6>bb-`sb+pEeft?sIcg_N$wsJ6M93)W#YhD@Ar
zsDiuTx;2TebyDc)LZ7*eZK=}%g<{dGInyNlx)}r1jA;{Pv|>%XEIHX2uSE<@rXm)1
ztvYfyZv_@<{n_#E(gTa>!m!oeRR_rzSxMM}O7~Ga*`Pg@&u2VFK^KfbGVem}`#)1P
zw`U3%#zi?NN)VY42qJ4bXi|U5uDXz!V@ad%5wxHP&uCXu7qz5OVA#<aGq4=`FRRHZ
z8#(V6-OMv~afWO4(aC<a4fm~GTd^7!92IJ>{IE2pipCq~@Xog03}f{tpW9A1qApA3
z8e$X|qSbq|12_Le<>7X@6LoP!FP#`RV@~`tH4si+%bj|Aykr_Frj^=3x+xhDA!bkp
zFo~efVY=RFU9lL;4+@Xm?&Lc!Kp=_6!OR(uNq0s%-u4wu@WkJp;U4Hx9rd+Z!&9d&
zqili=7Dkl4%t2kOfD58|T)2cPi#=r1Wc8;D*W|mjWX-jH$!_8kX!<l5|7N|^bXu#S
ziloc@sELL(?bxFy`_Lgf={HM~hSBqs7r}MQ4u)NGpdYrlk$Z2Gz9{bMH8St}ydj54
zUFsi@td^gvXD!pu4KFQ~Y{qKRWpF}EA%r0;KC<6BkOEEWqGj-rmC+8$jE&8gU%^S|
ze6P-{Nu#161Y+d=RGgbP^Jg+HqU416mZ^)t+31PNxh98_BI?Mpuggz=@>KPxk7B^!
zYR{a>NSKM0jLw*-e2GC(2&@F}m%N>xPcvSluP&1OuCTF{r1xEcU%aDOWn1`Yx^(*;
zw*T|P^!=5>&bdYW(r2ZruAhCD5Xc7;_dg=^wLQ^zw{2|tj@XvIi!l<OLDPHTYC*u_
zOC3U*{EscSZ9md&$Sm@2)=|4|sK@z;k61Ky%nDWRJUoz?Y--f6Qd**-iF%^1n_}89
zo|pO|pWj}<uzIk+V%Q$l1+|hwz^b}*wvFmT>iqfM-zZG8S9H+r{xDHG!OI_g`L32l
zMInx?b1$WBK@=Yv7-LHEdsma2*%P4^b2Vke&@D0Cix2Uajmw9W;vAnxlLo@~lu<@^
zl2(<w%beZDw8c?amjyYhqt9ldZ?G@UwjkeT1h19son>O(7g(%0TjHx<6Qm;xfe`sh
zatvo~)dekyBP!B|3RRN>HAf|C`b{=3SC(_3PegAqD|3Xzx!^|w?~9dkx6wc2uom}n
z`uB8VVNNjf7;_g4Ze&C6Mz=Iy(=^IIdBBOfH*G;#DVz#4k3B@N&3e!=m-*!9Bw(e@
zemjcR7SQZp%41IrXc!oy*TIJ!(*4ML;%S6!z&t(+T#DoXhCVJw1&2{-yRAABH0>Wp
zKq*0~oP_)|Qb$3)X0c_8(jSn}yd}S0O^oI~YF}WXL?~@~q5jy@DqpgbXP2lJNS3Gq
z2H$@?i9mqIK)fz?SDH+fjQThS47*VdD?W64fOQubyc8Re9|3~#-w=ueoY671BN5(`
z3uR82k+GE#EPEk{<h=M^^-;`g^p#b+-FF!``5cO7U@~-F*)jPzGx;kjK6X8XjztcL
zI?o_>;4EQu`xnCbg}NV&D{ciyOhGKyBfwhxKNE?!rD-n@SSOXA5j#dPuHR=JlGuLe
z^hc@=Nn^C$+?`NItr)R{C-`<5#unnJ7K<-vM-?9^B|W4pUBq=+)Me@n@16QXQyIjA
zh0b|g`a(z4kxsc7<=IsiO!eUo(4__O$x7I;;7Mn>4eFOaXW?QDjy7UJnm1oT4e<&&
z(Ownr3~w3@$lAZnnW(Gu-qNI`IEmi5E(08~v((M6%Po*44|7_>;>cvoQ^wh>B#_D=
z+|+^idEft~%h~u{#8YtMBkNb<a>GFXp#hA=;7p0Yp><I5)HumykLcE;ay`$ud=zDZ
zX2<0gY7nK4pU?~kbM-O+6W#6zY;vboSz8{eOaMnL3hFN0Tnu?*Qsl5YH$)w|zn)tw
z$urhJYroKigK0l?56l^|Z;R-zxKfz7T7eIVusf(Na|u+<3stPj7)#uG!NV*rfhgTG
z<Tx$+A<4Y){<2jlYT*Ie!du9+2;8k`k}uzBOy3Q34ee-n5`R3(-yC=)C#-Z5Ty$V#
zAgOhORRKm_fVfPTAcuh(h3a?6i?X;3f}>cdK0t}IM(RCZisK)8jNDf$z)^J>ug?{T
zoJHa5qc2rG((MDcb#>73wq8+80T){qJ-~*|Cjl6)ID-;L*PCWO7Nbh}?nAvJu=5u$
zVSoS}TYh>wN|giRJZJ(*2Yqdp_)r^0x8+4kFwH9(nb$I|IjvUBp8<=@W*BvxP2Hn#
ztFgV}+<6bZ%n{ZRqm{wmjMKW&<_kZM+~hjHFk&R{Qj+$%{+@_&5hjWF<X_4%<Fy<=
z@3;&rtA?^LZ(R+SLXpm(!M^lw?hOndRk#02hrxw1GI?ZS3Z4qHi`K~EANHzeKfrJ3
zOB9)+BaccoUWD^rimO>Mf&FoHG0`X{s>;QnyRkX&7iy;bNv_Z-Me4{~ILT1!5M<yK
zqjZ2TfCOTbI(Ihn66+v~k6vBz0QfQZZ-zana{I3qgl7Erdzp_)5WEL)?15WffmQhg
zoaI7yBPW6d{k@n}O{0$*&NgeiAk9aH%0tu6J}!Oz`69FJ$Pr&yKFAF-k}PX{0;=W`
zSCNwKI%trpYQ|{`X)afzx(mr#ERl19BmL?SDU&9ahkRb<rV5%)y~R136-xBiXNs%!
z7gVazUe(`|H$rB|o)T$&q;sdh#KZ}?kc>-MGF)C%OqvCjfu<vj;B8w-+A?)|ugVd+
zI!xSO9kRz&<G^!#%+hT~+0Ls#j(CbTAwwE~0$U#qE|i?o)9LJ)$R80s{f`(d35#l3
zbOx?ClakWb0q<mqzjyOVW%-&0m}W>-1*Rbb;UX653-T-y##7f9eq>AcJd|I4MwFUY
zulpszYgoYeT2XFBZqh7o)Ey90&By&mmH?8MEav`~&f;Nli7<V`gYR52aley13v#YW
zn$Jb=mx`vi8o6wy=wPKJ0GjDo;f0()12wY9Y5k9=C(1eU$*kWd<fav1;)JP}aw?TP
zQ5If+v8tYSQ%T|txL6kuT=I=nB}ib(kx0NYWzB7~w)ma|s1pPU{j+@2U<nux1Mi$B
zJ^hS|$^InZ_(RCgSfs+G#NuIbpfB@@?5U7PMtDs}`OuL|ZJXgNLjKbyCLhpfe0|lH
zkvkGK>9lh-??7*sgxT2qu6#+9EHXY*7Bs874D_xw@ygJtHKUiHNXG+BPzDqCh!)AT
z;8LePfy~2-XblxZ;Gx`ja5Zu3yAg;6{<Gg)3FvR`2?|DCJGPdrBaiS!t?xJV2L<C;
zf?5XljQ3+}qucKdr%77VbKN<C{rutVh}<+SujQZP1vCG(<@gw3TxvRkgl<jGkxc#-
z`RzB2u*eNTp^4)ElKf+N2VCC+iMP0Ks23|HA8c;Zv9jVpyh6}pyjC@Icg}TxoCwzD
z{N@wLgS6_yOYnELfCkSW+1P$}alVRkURHAbGMah`(4S37?ep*4qX0wJF|u*%H26<w
zNaC1_7vMhEgJK;2v%B;?CqlGyrk>lOG;&U-n2G_qMLq}dp;M{~HCCl?TglR*R8oWI
zTKcmB|H@=%ARW|1@KBz{p)xPduBwJvAb69u%<D_`kA?2JZ0<fzuC{fDB7Ud?0zK_P
zU0S-%v7srImq}e+ZfRAlVO4ei9k$fU`i-Q~)kK45XL&!{n7B_C1I{qy>?5LSWJkt|
zVX4Qbp|VX6h)=9$Cf743G2qB4<y9Yc1V<aF?=|_jqK_5q4r$0ggk>Ax(mr1-`xOXG
zsP85_i4M;0lrE~P#hn^<zz^0MPv*BLnmAU*6d-d49Gi?%vSW>P<Kk6-Hr&k4C=mZZ
zaFDTwY-Z@VMT6zMIV=JYxv>WhsBWS$`B@k2_<%c6D8Qs2ZesmL(D>>U!yEN9#d%ox
zy%Nwy$7~D6skQ}L#34s^w_gW9Ki9W!T{l|gz~Rlal`m;p(>NJyVLb;l>*fp8C`qTg
zoV9W{vrIDYQ2MD`_rNimCH<0mO^1nCaOqRSA`f|fm!6NOX`vsaWNRhrJ}yWaH~>MG
zvV6Cs4?dmVs0s9)wa+}`y8sF0yYz+i90%+zb~&EA)0+O_M4vx>Px`50k+f?ihs7;M
zj_K#_frStE-WF7+U*ZS0ysZ%W(RJ%93OupZA);CYIO$O_iK(+kkseJ7W+kx_=&E{p
z#S?SS97+cZ65HOx_05HQSnEK@!oz)I>N%{7AB;1Yia^u$#elU9Iyh}2U|5oQQCCP)
zmL?CW*Q#;|#s86IsvWUxw7{33b4)M!jh3cJ`hd28F;g3rL2^y@f}iy&H5t;8Szx6J
zL$BZ_4F>fxzp!RC7_Lh4t-J-HUPqk#kDUImAkY5>{`|lFU5|}Z$uWR<T*>7;9I|_z
zmDKnXIxn5~bYvJ%)}sw$0~28`)<pM7EloW4Z|XU#0sSK<z(XuqqggjR#8AH;yEE40
zfI#@XBl*6nU#T~&u?az1k4w(CePwU3iR%OV<JDZwm%++&JsWe}i>$=i100d3G!hgT
zNLJ$Li0(%ES_kh(nzl}?1+s{QEGl&w?KMv;-rL~5fF_o8aKoSQA#ygLKS*2UM{WzK
z#o<$SJNvj0Z2;M}hD7RqgpV58`S>WnwcRMo8_1Jl+kCND=&C9}DAQQ<9M5Si@*Fw@
z=SjiDFp5CQkh8p^Z$3PG_RJ^@qMk13vkAR8+c$q;5QsI*eO+6^u0v}-azDj?E=@A#
z;1KnttfTh<JBg=hr$Sm)l}~8rFHvaPaqbfc&-CC~?o}R=Dk3m=Q5h4P(!Anb7Q%Q+
zj03XS_F(vXmgirP`oYPW^&S81iIn!uO}&GAgwziK=5iysBsP}YpwUBxUTM%OwEx@%
zd{1&cZKgO@CIcDLxMz=TU(Q#%1XmD{F7v+$|IJMv&@Mfg^aQ}m33yZ-z(|?ZVA5b^
zE-AN;oJWHT;y}uZg9Gr+mo&jq{#cxY%FStJ_8KVI0v0x_NMO4|V>U-9#H4Y984Q)&
z=`mof<_oD{N|%3skYu#CTA;Ja-!A|UB212zsGQw1$P}cnHYjB5u58SPsnNW_1aGje
z<5uGq4bJKSK5^&~=nqO5mQ_!LMMx_EO}v3Aaux${x<SZnohPZpa&`edCT3RjA1=U7
zFsQDOu5{^qm@oN5w0sj_e}nu|G&o|Tf53azuADG32vH9va`#6wcVb~!F`M1p+J)o-
zkkPrzx;Qu>6b>#9%EN?S*~_d^yD+^KgFZ;80NOo7-ISk~_pK>|?CD9{5Ior*FfB6I
z4{{oCZS@$|v86tRxnauZIWBNzinO%CIIKdtXOnX3Hb@u8BK@)4v!|tyPaA2nu&CIO
zO?GLSVN53bJSe$XSWg|5D05x_iAsp$H^9bj&52RFDY-M%4_M#ex&z#Td*9jSU}`%(
z{u_WoIJ4940oXb7e`W4hUg)!GlH6Zi6Xc0StRM`-5?V*yl#RmTrkd88u8pQ61I5j6
zoaqnV!p^OCqd}%^6M9ej5u8-QLWq|RIjF8>Q<Bh(Ywm<Emk*99K%h@>g_NDm{0yF%
z-Blq_bjQ2kVPJMFVjIBom>?1cTPK9@omx~4%I6d*`1R;d6z7Gy7cXA;x68ytY^eHL
zSb^FL;bV<kk)D%omPTQ}A^^3)m=H)xHmmB=mWB{m6zXZpDEHhN^T#_Dl^L8di;9oW
z_TO&EILFGle5?z!J}7T;;gCS}R-;hcU0CA{RchxV;6@%b3QL&!`wO<;`^pu~Il@|?
z*T(?B5nMp;1b^J72(_&g|Dv;W)AVv-{Q_9glz3Z6;I}3&%hN2LSTi+!CjTFC%~zQ_
ztJUTLqkmRlS&uP{c_v80umR1Ti}t8jsMaH#U}++YTS$!SD4@@H%<S}latwRBEtDRI
zOdeA!O3KKETQI=dGG^tYg4Un_+J{&??RC+A%Y~RPAAja<3T`Ykxt__`ijGAi^cxqU
zDeV{})f80b!8?*hm1m=5`eNq<1GF27#(*vvCVBn(_2c>Jw5*+REraNzs`Lt$akAZb
zmJ@kP1QZo1WEJLdb-e`Vg;aJd?fvj4&j<>wsnUlI*6=S-#;JL(`12|=7U{dT<&}aW
z8{W0OB_4XY^~`Cp3*pBe{T1W5cjZIyuPg0*r@x-W*uunrI}>#U)B3rrt@TV$_~Xc{
zaKA$-O$~o-(djK#0&m{ec`x=&$t+NVRf21k9e(x%t)+KQ2mP#Agk%pFnHKb*)2^X0
z&3Yk7(u^_o(DxT`lEp&hFi%(1*}12CJMo2cJ31E!^ORn$fkLZYA1AarJ4K?CmK`MC
zg`H`>+<8g&+98{34+J3l$rjsEHc*#Ha(JHN8#-xwcrCLu^HIZ~Z-w_^QHqUB&5ml>
zlTtFGif&ouG)ZM(gL*4fM85OT$ud@g$aTc-_Z;IJ&SSSqw*=OZ&6oH*v>RfReUU|S
zZViK5K8q~-1c9uUE4#b;!74nzXGQa4ZFjxMYav(sW*CJ%sk?vnH1B_2YsVk@WzrN@
zl5$oiGf`3g+~t<AZH9YLqmCc))5PrlpKZ;{w0l+jZZ%2{lBapx0_YP(LGqg0jy=_M
z%5?ANhp*-b!wgc`c^X9%@~5PDV8OL3)g*OXS^3Y=jS>R(b8HrL=0W5qUNa(*D82Xi
z$<~t=XN(VHe3$Qfg+C?eEOXX-D33h6;&T4C(%Pquddl=C0V~-?m(O@RJkW#<*jC4y
z--<L&BY?09ywu&F-f(wyfK{l~a;(=<-aD*{^+W$ZzTPq{%C37K9z{e21r-G(Md=cd
zZl$}sq#FS#NtN!9a)42~k#10l0frC|kVZmaC}|iN`0oMl`+k1!hj)MRIOLk^+OhVE
zbDeANgV0nr)N_u_>iNeMY%1i}MehrrSXF`C*^o1Q9WHlvnlNL}!zj(pq*^x4V<6(z
zy#FpPZd2>ylX~~Lg=vL)-?y(fX+=bo6ot%-PS$c8IyXyvG{eG7oCgAfWi&MMkycT)
zd)~Iu3hwDtU@*ahX4)CA$synJwMtb}yeBuD;ZvoxgOq^`m>xpD<WmvW^13d6dbIEs
z_f~?Mq8=5K=F|KrtS_JZPIhopgpM7ZXHM?c(1&!r*Vqb!-OxLsT?@SBgL;op;GuYQ
zH=6trAYn*T`0S>2vgM1v!JQOu$CBsbvXASQT}oJW@Q%5@6Z|mGbT9lz7n_bR`=dNs
z3L)KTU-v+8FBRH9qTnrYnA3Srt~JZU{oiprG$Q)27WO^i2v1H}jQg}s3I8pBJoJ_l
zW%sv0M}*IgQXClUuv7JHjgCqAul=S(s_BL?m;O)N%dNR`E*T26N_9qw%*9&dU7TY*
zRP$LP;-ui(nIHA8q}kOSo>jIvcNARYM}x2@Evj-pY3P}>>JPczctcf>+J<#zYYEce
zPkLp<?EqGaEX${?Y!;7!YPIw8c_E@Nt>C^@6C6U^o%0=7HuKwGeCWFPS`3+`D7j>P
z`CkwX$3lL-beyu?ZYQ!`jGBl}Iyn&>MMY})_)&gyP?56<&6bbqs#1Uol=Dv`Pa~Rz
ziVhsMcXk$fR*t*brK01QN?+^FZQZFm%xKMOoHWALagaXnhF%}qiJbgMe>La91HCLI
zn6ng|zxc;!>BB+;O3j&DX00{~t*=(ek+@csw)Y;8;~$R2d>t+yrFg!$MK_ZaDiytd
z;*I)7w0<C2(Y#z^-7-?G0*>ni&EJnClE{)Hh%C`*zPy~e?zpduWA#KtR!$BoFZ@CY
z3`V<lr%!7E>d4)_H%h+pdS*Q1e#Mw!L^YIrDaj<Iq>rKtk>Sy~f+i`f{y5#RGEwvF
zbaO;zyMxrIt1Fi^h9Umoy=nB8FP=!!pwNt4^v%|tn~r7PcjSxpMj5NBoQBz(k7G=C
zN3Zzbbx?#S#-RcWixsio&aH7C#7o_8VNy_lIy*Ou&)=LuF9oSPMGVLTzzsC2)VKT&
zWPp(z=@Ol&By1hiu<=^Ll?+1b(1L~yrv7BcZ0ook%W`H_8>4l34n_@reUt8R>Yyi+
z4MzjfL0y^nFxJRO7Uww`{7y?4S3%UmjdaI_I}+?qhQEKO_Bqxx^G+pQt-ETkpe=rP
z^)5BDNtt)uT1M+)w=GPCyq!B!2NSA+?OhvaKFQ0*rc}~s^0v}pEoRkHB$xjdByGaM
zOGlTd8iBn;S+H>8cEf~&;X~+$C({iK^qol+eq}8^X)cwM+s8=@-G!%&P;T=Ybq(!+
zt)rl0`mi_oKt*Tg_+=xB{a1?$p68QEs7H>w#;9u&BA7~jR#rTBIqQ@sF&+m5l3~-~
zIiKY?<6O5eC?dy^qE3$EA2RuRbtb#GNv;p(8bXK8g?7<&x3f+*$dp!dv)1$r7y{0*
zilX3=*pZ*#skG~3xQAk_oTtpR_18AO7GM36`Z+pP1B2?}-FOSz+6O+R=EKp$TVi^o
z_v?7<QO|T551Ux3b&6T?&&+LWdW%HXoz%0a^SJGiF?W@WsKP0DC1k^J$@X5TFJ#Q*
zutczrYa#NCJJ!f7j?bkI;tno%l}2u)Y)>7eM3F+*ZQbPSt3OAOitPVv*dAX+EOgXK
z$uW1#a9|ZoIwRx;<K??O&jeWKP50Va$G_e8`4m3ZY=O;*q9)1wmhz*l0N2LXwa*k|
zDOk5Wy4)uQr=ovNM{=g6O*tQvpS=ePgjGxb^e%~TV<}RadTx5h{``Z&Go81<g1aJD
z@Vn4EO6ufTpUua216AGo)rZ;rzj*!1?qAsRV~LkzQ?JluJ)i79Y(6S@lRLYdaton!
zA~Bw4?x}?L+STEgsF!k}M(<A=1&?|iZ>f^gd<VB;(euoBtlgJj|1(lB-0Qrk;g?_^
zw4b=sM@pAX6Ik%*QuFgJc6nFVy}T&E5iJ9^GmB{!J0xbqxbvbemX?5IKAM<;4z~OJ
zsC^7yPD-i<$t#-G13kcJ2w7Akm_OHox2es)e__OI-SU3nR&!)1e&<j>GcYQD$iqyG
z3qJZIupk-BNCaKyy-`6HAt8BM0A+y|!*slPfW>#TQ0ClM7oOb!7170Z{#6E_PQdsF
zlP>t`<TOu#YEqX9$$EEd(vU*u)dyxBRkqx;(-?2`9uH;!V#8SS;1(E&xY~^H;`Yw<
zhRze58D;VdOHQSFOVHRW#bXUrq>M(Z5o39*rC26*LLGfsTF~nr!zvIhFn4A^dKZv|
zzKmLi=*phvUwqb%o2ulv%29xA1#Ul9V`NI1#sfm$z2(&z&gMgFi@aNqc|HJ$c=xB^
zsF<yJsqTmrC0ULx`DTBjX<x58K_EsPUi-0eN$?(8hhH#eKVre!q@EV{f(Q~JZCa%!
zBSVj0YCySV-%!W#7a1O<%Q9*SE3SqYTFPWt_i0X4R<3K>qxR*;{q5Skdf&GN)dfwc
z?SlUkC0<-y?BdcoQD?22W8*mMV~9EqJrFUv6Uk#&rGO|9iU%}n%-njR*iCci+aqWk
zS90&V#YROr)Xipybgiw{TI1KQ%tw!Q7T25_Y}DJ9x0!78P!g1WU<mzPr)NJjSS?^b
zRAV`qh|9uaujlRfN<`ADMZyf>#i}^5yFNL8H1Z;N{qgachd>>ukXwia%Y|SgWqXHn
zu)XFjIP-@Ithp5$6$uUmaSpdf;nU>XOHzsgbH_Xp5mhyD)$IA1oO*-78G?JSNrRNY
zqP1rI(IcrJ-D>^b%y*-H^3BihwX=cW1hVGaqud(KZ}x>y9qgKRD8j=@<hb2>1~Rjn
zn$%dE*4VZiY<+Y1ZxP%m)Z{@pviZqwK>ae_C*H3g%xw;#sp`!$rWp_%b%Lt2xJ@``
zXB{5He=Pe(=nRMhdkeRhL_0?>d4ZjPaay`SRmNiZ%&COil<UV6WD<_Fib~J$&L8jA
zesG+2(8#hynA5fxH8Z6k0maE27RSM=5d{@s7>;V*J6%!!e7;>ocb^2UHFwdiF$k=E
zH}Z8~uK<GbrpCdbFx6|rq;4nbE^xM-vXyFZmDGDS=5jLT9C2A{Dd$Bd0JMSWdIYh`
zBRcsyrPI^xrINk%{hi(_tQr+UtmmsERkAI<GyR0~?ZM!dy`v{r*tF4iT*t2l7`%8P
z&zkBPqVH;8fyJhXYf==I*?9rjpLH%qFso3?2`?^`sp{x3AB;5R@ZTWNCMTbA-YBI^
z0-kGCJ7u6H)2IZq=F*Oum_o^B;mc@vGc008=f3c(u*U6fzl9znL1rNGItN`lH(N64
zuLc1Rz^;iwTERXa-QN{VP&ohX=@iY|uLT(iNDJ`+Lod90w_|Ijb<&4+bbGm5<)5C*
z<CS<f=CPG66*4*DgH)`=cqP(>QYF74&>d+a{XbHCt3_zD!#~XhnYA4@i4X3{(H&tQ
zcnmVJFua#z<9o)M?3&l}VJ~Zvd((UciBus++)j7=DW-ylSFBf~f|{TYlkw^Nermb@
zqGJt9MqQ-s3+!<5I&s6v+@pnhzJ3`?OLxUSDX|NJ(y6)oq-G1uSCDV$TXJ4BO@H%-
zwCBmz!9vr4CeV9Vx~JS*7zH-8AK{#M2n?%mSZGepjlNBeEGC!jgMJfA?>U*p@mc(Y
zo!dG4b=di2;b<FaYg7<r*11+Ue-vau*#6~vy=(Dcu2P*XT7}>p)oc=-aY;soc1{}V
z(Gj{aNl1hUoBd)^U;~E^-1AKlG~sO~M;K>(5jED|1$1@6Jmk%vey!6-a!DfyHs3NB
zlAZ)tS1ck#+AzIb%_W)+SBkt2D(G=0vt84|l3<j!ll=5)WnR=S`3;lVt6&Gxr^w4P
z|L$A7oq+!sLf{5AmQJGYIF%8rUMWbyVw&<}u7+^8>yOb9Y!TPJaw{v99qL!Kfuanj
ziM3KA$N5vWh-iuR+&O&+E=|wom+ep|s^QhpG|b|^OvcE@mdI3^Ox1!~yyQF`A<}8!
z-jv}jLldSqdmnr}FPCmbR%Au^gx4Oc(ReRB!KnUAO-Y^iTm9GVMvqfoEgb~hE=(~_
z21I^LtExm$W_P@dOqAZ9Yg8QnW`(gP$nNXT`)7g~CqXo`T2LN$jE3!I;h|)bkYFEn
z;)pAu>af=P=@bnoe<b;%^INcD!gLd2@vv(L+{c8Hm5F+V%`Q08DgFit`ICF%?X?3X
zDL(#yf|%@UU3L?p+8Vvm$(5svHAt#Vn&gDD4qOHwshsrBmK|`q2aYiwXFE0HIqlmZ
zB?Q`)_~GQw!`kH<&}zqyxR#oo&P&c6B*)!>L}xO;r(aegdHqWt$IBe`o}G%ZHqI*N
z7e_L6#aN{?Z55>G*~^V4jysH`+w81v%d9-+?n&?{1^<i4VF~mS-1zX+IwFEnM75-8
z!x7xxr{{d+=tm908p|KSLrYJqrjUF~N0PMLafYY)JeTt`GxbiFw4%G3+?6!Ru|M1Y
z=PF1qugG*Ss8PgBIHc2~Q9zC_{2XVq@m&evP7n^We{||^Dg`^C=A?h@xG?JSA*cpx
ze9VPrGVgxhbC!oc#<#M7WB&CWU18LvB%emJNDvHiI%7hzN;N+-FK6s8Y(Np}=`@sR
zp!Viz=^$UUeSOpQJy$%A);0Vz{xP|OIk2*5?|q%j#(fkAu&_qp27*%av7}Y{5S6Ur
zCN<Y99>z<tSPQ=-a={g3pU6Z!n;VZeZVbozM<^4%D}KsdDeV_#0)gC@T+@E^?y6=N
zE}IX~TIUNPnq}ZO73;ji!q)u(6@aAoSMBYEF4nKY;#W&WR9)Y9f*Xuf$S;A201=PT
z!Uxkr5)__m<SFbs*R5^Fv-s~D<4UmqyusNHfvhDTwcsEc8%`OZ+^+w+J32Hp*v><f
zrVEWbr&K^sf_>Nx!u~9MpW!PEOiaM7D&N-DpxZ4dkX;0)_s7L6Q7~Dip+f{~XBA{<
z;|okLCDMm|)dbfPW%-@S4ufqjtfi_?wUp)+qtCO%2j=6vQQLRM*zln%n-)LJ2xao$
z_}KOq+p!zpuQqb6aR)N2;xA2HH9_TRHeekmPYZ<lpbLkxM3wyd6A2Z(>T);x!rfJb
zJUhgH7aZ4GTUl9+z@gj<0_lCwM6;jclRu=U#)SBDk3}7dwFe&e3pR*jmIX;4J37=G
z@lYiW2BXVO71Z2lL|^gz^VP5Gi0D-11C*yQ3fnF)gV-+H3G)dh6+Fn7bS733HZ6nW
zqF3$*|4x&2lA&|Jq}suUbER{6L7XGyJuVw6z9-%1{X&^rv~w}(goc#=<tDGBE)XBZ
z-i?}g-pA__D|pg5!JL1^=o9@_y%#yefW!WJk1?SOzRv1Ci4H@8Tr8%=YN`{)kByQu
za9Rj|y(uI9EzP}|S|sgrI3C3hIak6EX&viW<TYh*gG+EHCW-<J*uB7TfPl-5<V9Tx
zxduGy?*jug?d{kFrVz+wv$=uH#bWnFL|B5tzmD5@^~8QG#&H9htAPK;Y(7TW@ywj)
z(ke}>xe}gei9M`I&twG%M^0LEO;5u*Z{2E%*20|JDRXgg57m{b!=&qaFWmSb{&z?9
z*~M6!<`^)mjcL@5$oEYPy)`X~XD60vKuRrH8`c==kOkL4cb<F)c3~2AEaSY;?|u$+
zM4$cg8IC1*LD)Vk;PShf%5*=Og%a%*N#?WGRQ_6_0x2!3J9@IAGq&juU0kn8LO5iW
zBqS697yXL($UjkbZ2M;SDbAVUY44Aa^G*bO+g?;CpIBa9SO+8b#hIiA@BYYt$F6q6
z9h~OLdgM1aH3cMZwjO@=r+KYvRGEY$OBYOTXOnAb*H6mc*qRwb*31rlHcIbWS=Yyh
zZ9mIe&tWT9TfN1$c#0Sh^D2{Hzb&qU*Icn)?PJ#7O?xyKUbQ`a%#@uA-IM&~_YP+-
zE?aKZe5`zLaBP?*;a)rN*kd&{bsqzHitzq3VB>ir!`N~TQeAt8M5+SQ9&3&mK@4W!
z94s{oL`r}Dl#`<x1+8r8X+TqgwJWi4m}bToIjK(d**`7FoNcKlACb~5u}j4K>US^s
zU_-q;=&Q7tSo6so(Q(%#pA_P3YQJ3Hw_UB=$+Q7z=@h<InU$4a=}#NMUTSvv{$@fB
z*1SkfU4ESWmBZsDTYISgF0CRNOBI?)Lfot~W?EH4qk#7|fdNL<@GOA?Qb?e2+rTtu
z@?WIIUW%EUhvFS=dN|oD1j-A#RnCcjww)`>Ttpveb#E`ufK5|tv46845lBSFSVmmK
zho1Ats!p2rX=VvnnQ3`T;%%G<V&WYK0mWMac65A;mB9<Y^$g>1C||3c9yE&NMFqvo
z*I+jf0l`t%NR*vvUfiBQL@ATwe9i`5MK#HYR9HB!8H(f>D1C8VfW3KdZ8@6n=8385
zt5eyIR?Bk81oE5<#fz7~Y)LygeX^@ipv*U}{w-R!9d;eO4W>$t^|BqH5V9^i7Gt)h
z_Uck^B*7%EmG3|pm;vb4<psbv*n~Umm-Es(U1!sdQBrkp+BRIohyGyZEC{K6jXlid
zbD(|AI*Ylv1jp+i#z56g^d(nESJt?9_50QrBI!jJ_BOR1vI+Y{k@+k*Y!7ccE>!f7
z7DQb+@0<Rg3K%$Lbv@0wqq0duN-QV{FF$e0oswGVbPEe;M3AFjuW;^a4+iE5%QCGB
z_R7r_@q@vuAnGlEh?W&(?0zz9XwVG)sFW$GM_GIB^p>i_pGhy$JUXSD+-$7Szs0|-
zIm~`Sqa;r4q0zWISXU0Gc%G2jpajFss;JQGs(b#(Nc^>W@U?24id(S=j%1pG{*U3=
z72&J*HRHC|+3r!1S)eUa_1$j2!$ji#M8uT1At!>d>DO*i;KcYgHWU_0MZpA(C~7w!
zTcE^@h0adswl}<(7Eg47?aI(d+w@pIp5~AA_o~~HKU4O6aQdw8mfv(Nq-BJT=t<dW
zgoiRObR{O?9iU=pGLO?@VGO?!Y@>xyvm&?A@|oMZvsf*-hcqcwrOn-IT%uxlgY&KU
z-xirhj4;8pVC$i_s4~G_V${~g+qd3)n||;v1)i2X`r9#SW*iLe(|ZM}JB3))HpfWY
z4!e_g>@P$*7r0_qnjVhQEKYcN=b!mAlNb!evRxb&g;|kn4L%1XtO%{AUCyV=SeJG&
zYaL9^|4dd6R|AlTuHZ@h)py|8+b_pxq&m4qg$wzw#>8%HQ0RP~WdTGZ%6xz$T%*F+
z^S_PS7;66-;Xhv6xYeNrc67B6YPrFAjXg6fj~-*@sr>2x>q1CK3g@jvQb%90xUMW9
zK)OOgGM;l?_zQ>g2bdV2K$#F&^1n@79PC5+!!FkC&dg1)>9Y2AhvXJMw@ONjU8;F{
z3DQTHcZ=YDXq*1++o5pFoGChqhSGR$v|FZWaXIn2W%ZOp!wuh_07nub9?8+-F|PHF
zs*<?j)dwpy4=fzFd>VhhEkZdvH}2QUqh7uiF0D;~BVdSCcu$dEP4&c-l%GK^FM2Ez
zHMGCjG5^7ua>cM=g@RI~$qm!JE6_A{y?ZCz>G{2;`&IGHl@q(E5eiFhhwxI!a(x8L
zJ&P(_2SdHOoalOz9{Dvx-zVH#+?^DqrSSM;wEYE5mml>IWIXh|DNEB6G>jCZMk$hH
zC>8sc?$vC2?78syq`FL55{#jJlEP=g9j0nVt1Vv}DKB~r>$e;zqlKe0h>3oB-su&_
zYn$gJuSv15iRX!5cbk~XLIu8A(=lLk6WO)!DlRnJ+o2N5B%Nn;NEB#tDn;e^65!%C
z_Cc*xq#A!;hDV#$XAsu-Y6=7j)HUBK_gP0ZdEkP<iM~AaB$ISyErioT?NXv}#)U@Y
z91Q4E2;1^}Pt^cw$%l#f5@%W-6B)g#1<vv(p6Nr`jtCOw?Cd~U7vg*DdGvNq1dQsL
z3vi#DXkLkvp<ufaeX^^)@L_7^4T_qu#?PI<iO2DMzaq?yGaxh#&YYBN%PgfXGO!YW
z4h)`jb`}a;L2(`*skO+*l3H*&Lv-`!hy>`XKU?e{nr#z%z462J(|_4`Qi8lA>D`Jy
zr6V28XM`TWuRsKYHky|-_*_uU1*WynM27H;16CjNG}Z=p9aH&b(s#W15nL#4vT@(Y
zcB0C@uG`E~SGEwkm$L8p>Q*MaW7!MshHkd-(Gx1E^X<{#@Jg*(m$XkYEOk3B6Ch6}
zrHoqFUoD`7$@?b0ni23kd57ZfT<EA8ZVn9^OXRd#j;=yYFAL_|uW%5r!!|6RPK>Vo
z{NYxyld|rZ3ws6sX@0QPx4_Pcuysu(3cT&+%*$6Z<=eY#S-{ROJmq4)#Fe;iYICrc
zyuJrx?Eb`y38=1>{x}TvMZPX%CoFU#Li<^)qt?gwUwICZFD;Ozm{mM5<ysxJX|e0T
zT8|RSU2SD9bZba+vMTf)OcROU(b<C`yzrLN+&@ox427q|a5{e=hkI2G4IhKBgo)3O
zw*9*1G3|%n$$ivuHWf&@<E8;m)rmp#C*vYh{Z`ebV`cg47E7EHGm0WBQC*K4bSMga
zi^@~>toJyR$w^Do&5teds0B9P?AoK|CwbkueR!Mtt(Sz}OdS-AyP;1N`I;zg4ulek
zHuE{bHB`4&M9fl((bl^@VZ%7s>%wj##><Nt)GSlG%K2+4f|`<QYUbNM+-FqSGTfsd
z(|kBr=;Gl5Q+swxTp5;2{5^Z~@x}5+SYjVrWYWfeo23v{yd^61tz7E1kS4PNj>pBh
z03G;r2&9>_1G+iiC1;gxuL;ycnD(OB5phh4+c^`Xh29oR<*!+HkH^-v&OWfeHW=$&
zU#P3zahZ6r<k`JYr{Io;Hsye+2OHgYjh$xdFk{N8L_bnxoLs4jU#g_slbynfcBrgW
zo|05R?lCXPJH)QHTl7J<L&L52o}}D}ZVghiKOYU#)4*(F;h)NZyWxr~(YE2YRI!=H
z=Mv--YuTAR%8*iCz||p=y{BU4>`l8gvI*t4toK!&fi7|ij1*B;FsGcRDpIgzo(}G%
z$Y`R=ETY|svyank58QLf6@6i(<g2^Fxu>=@8v{9Bn^wUS2eLy#j*J_}YJ~GKLp&Rr
zL_uzp_V?ZoL!B#pB6ypuIE4C;memzgy)FSML-64OA?VWBiW6!TQT&WxI68W?$JY~8
zr7h{lIkA2jSAgfY#`Kl`oLPAB<k<fFtLtR;v2VxDIJ;KcckB|o7;U+ubD{7Dy*EsU
zThd&XOzIxh7)84sBP70pnmUO8WT#utAg)7Xk|(=x!s>hx>JJj1Z0bR<+p+G}yms1j
z#7+k=XifAyQyvk(r49*s<+|6|uvrol&MMdwf4YZ_>(Jl*B6s<j`KRaH*dh*#ebq4a
zhha%epX0x7_-g9(qMS0Vx;Ia@1vsFgmpSVCt=q%BwhW&f>ooBP>(Pg8U2kbzcIoZ4
zj{YOm5M8JumKg85wvBMz7==r*$(Q2Sgk3K}X>nnR=Wx1uxNgvIA^O*o$QbGv4?7q8
z*Cj5cUBd*G5Xg&<<TYC+JzZ<GlF1#m&JV5T-#AF~<XB0Slva?tEwho68<g9Py&iL$
z5atu&F<x-=(_@q(V;`(IjkH*N+2E&9;Z5A@pE)=AB8$yo3$+#bO`hG?nEQF;?Uu&U
zt@w|PJUR5Vvm7ZjlE;1xaDJh_TbYakW^9<{F&R)gt1Sd4mw9-n-uiyHvW0(H1Ce>f
z{OX6#PjtEI3i#A}-Qo}~^{%X8FECU7k^{;utfx7z95Gr8N0eEjJ)MPat?!n$MMm`}
z=y2l4j`0Z6fmDs~($dvk3cnMfy1fyZ0#h@I;XAxyDQ{@=dJ?6b@3udwn;#t}dP^;R
zfZEZ(xh9awvu|;1)pB4GCb{mHZ*NGRlrL}e*w<HOF)R&EH6@%P808@NJEiefqhQjM
zPpYu6q~FcB^+8FuF!#enbg@S-HlNOEyW`2pjxLMb`<t1tv6Xq_#4bfm5s`gGv+bQ_
zOIZ#t#YuX}vhIWumc303@(RYHn;}f39-(s8UjGMU>4a&&Lj+E}SUYbnY4uo64S<BZ
z2bGX6&ca{h)rM#p=p$q#B+8KVB_Ue<<yAkFeg<qU^|trFXRQ20)#0VMk-xYtoNJVV
zPW3%IN@3_Qw@`cZz=xjGcBo(cg_}NqU9DJpFW;_Os_s3UI`&1gpUDchp&L$ItE~l;
zKG5{3RjT+=v3i#rffghjzP40WU$UMqP!thHTe(}|oYnBP*pWx?cc=BG$O0XH)!n*C
zUqgYTBGi_tQ><@3bLQ&fsUj)|LH8ABULm9UrC}Q*0r<}q1ae6xiEYZ3r@gN~xvR?B
z6|IJc!Fa@jr?&0_J)bG!ygNjkoyN{4FvgMgMt>%kbpDN7Us{*x+AG2D>rT6NrFRoX
z$0A5@5Q|zT8XI-C&V7B?m(Nq$W$*}1a?@}f(TFfzjx=`h8HZ}T=%LFGN-bE*n5G7w
zxdE#%Z{ZZn9Zfp6i{|Z>WshLz@zt_DegggRt?2uB7uwfeFGu8g$qX)U6D4w2C^77S
z-?Ph%W93N4+iq*_z-+uSu)y>S4icHuoh4)XK6OHd#)L5JacUTHK7PGl$a;`CzYuEU
z<>&CU)lr>@F)*|MKDgQcE6Y?;Zi*Za53|OGA#>V_IT`%F&2gf8M^dBQjht6ti?uQh
z2tcS1l*Z0-AC$rGJ~>j${`|z^IN5rLsA~>Bv-9L00dqWURBXLh&d+go(2sHt_EO4#
z-~qJa`PFM7ye+-gE<%tWyckENdgAO8|5a+6_AuJ~{QRCgDsbA!D}a1KF85jKYEvZ@
z-C#TsT*YZl>MB<-l&)Dgzg3!Qe30c0#s1Ecs)9ncdb`}hPXB24{=@;mQE%@oiJa+0
z34*H?*&*7WQE67~kuyn*{p3$oUT>P<NU)1SB(^9E<;B;xLdW}Y&$i?qzB6*ZlF$v0
zUb+Rw4H*pICRVP8O|8OdZKBb9E&QV3o^<TGy@PmlDX})-M{@x5+(!crF&10gY|BFn
z_g#%11~AlhUY~@dF>D9Tn~CEh1|k-mDxWo(CXEmHxyQ8{S^$`two0tbHt<Bi{$YUc
z)d%aRn)c&vnd^kcn2$m-=%MVqnLfQ8KZxJqHrrRPuoxH!l{*h#B@xU^Lh^=$?5*<1
zYLu#mwr^`lg=UElrLr_fYxQ^A%!m(>4XsPUlh^SN-{>8%R~`SMV5|Y%d6G%wKNkM&
zFO%gZWBe*_yA0_l`z)m<f&~-;Gg+0{R2+k<CeT#kx`<QLe0oo>#k1G`Ib3A(W8V3V
zeqPeBzf_P(MV;<x5lZHCC_T(h-IYhxUXVvK)r`s@$wc=wUp?tqKTd88R(<Cz2hw1i
zgy(h{LSQ$U8XA-)bt@()D4@uwMa7j+yiLyUOdsT-#a!`tKeB~<`hxwW!;9XPJ}i`q
z$M9vN)u*?^u1gCa7Wl6^D`|+~wey~Lt@a&z?K1Cb4|<`b!AON1>-P7tF&3dIAyr-7
zJpLQy@2$n~B%WT2x3h?G8l+qUH}z%Ri|&7F(2Cc|Rp@$LG+rC^#(0Re?!E3a89BW_
z8TPpZ=P0;;j}?5N67V__*=uJ>1>BNPPDff09g*w6^(x}O^=z$|rzNq>G&n!%4W3n!
zbh+M-JEiG+Q%;26sER!B7nKOx#UqBoIDCG+aU<vS5tyX`9~&%QfxF^e32y!)0o=4A
zHkAE%X_Y-8;(Q#&y;gX9@lNI)v)>kXhkPIJY<fNKI~u+O=C=)#o#gu!AfyiWS3r#!
zaHOoauknVN6WnhM-lj`bdTW|blsRB@3u5@vrMrx<#Pmzc92b%I0gP0&on4Z%_x$~k
z%_moh^ub9#nT;pWY+1Q<`TRGYtzq`XErDGvaxCsTgW5R8sDZx6SXW|+B$yh5oxx_f
zJ=alhT4WIPWS0MGMyr)3=4@$j-Kr4i<wL-6zz|$KQ7JT_lUdD27V*0q2037PnB&LH
z{queay$95VO9aH4_hQtgF8|7abp_6Wx*Sa7ih@3sywB<_=ZY8bW3`km-sgb4g#RkU
zEYd6CRO2H*B$e|6ZI@kfnH`FKRmqEN*ajn@KW&UkOsNhl1KChCQI**2k_bwYdp*mz
z)|GG-aL65KA$MvzX4g#cSoOQR!!Q}Fax?3uh{=3SSF(VfRY&IdioQuL*9d7&-D+up
z@NhTHq*uq|pI|hS6Lb~uFODAg_ikYn<shyYtKmtyJhWQb74J~gU`jm&WCr3~cA|+-
zj0dyWRke7A_fNqM_8}i+;1P-S0<-`I0iO@JGjHnOFiEj#Sm*q1^3_hb^H3zbc7%?K
z+PRwnci|0=Vs}CGUsdSBaGSvU|4$WS#sh3={?~V2T|qaYW*~_R=2;xWsu(PPhJiO9
zN&!gtpT?Z#Ha=ZG`-w*bE*jE!G%~u~O6iaZ=9FsTe`0w5Z1lnLo5oWV$9duo`{C9`
z1Cv?wRB!<pz%{=Afd*nm4z~mlM(L;;B=NP-Xc0q@79Kf&s_yderCE7ucCERslsM_0
zDHAV2;h}Bf3ZJ39cpIMal1(@x*2i{NJaMUv7u9XHtWVI>Ys4(*EsJx7mh$_&$5fq@
z6z_%(Y~7emU;YATeK#Q3`h3Ns_?>x%RR}H{qzS2N6RVLw8U&f@$A&_3;GgQB6d+#l
zl&|+uLw_JIbR61rbQ6q`n}p-xhnZZKKE5n}knwrkp@vexC^vZzXW5AyYv6@?NZbnh
zxV@&mTZ<z5D!6?D%;=MsUU-VfO~Xe;&5AGZSd#&Sl5Ny-L#Hf52B2J;<T#f`e*UCJ
zqqOp(Zd;GPO@1Z8s5udNL$|2Ua?dqPhm}gJHkyPLTo4b+@q#X6{ACE_Z6x#wuM^U6
z`}?;Vb-3u4rn6I763*A3k;E@AaW+C$wx(rRKrcJkD0z#Vi4`7UTVcBQiS4b527#$Y
zMEnPq3$^oP%Lb2iNSNduE^HtZ2XVYv`aV4!fGyWPXUmbA<)+zaz(bfz!?ZZohZutg
z$`wUfUs7^<1AAy~ZKUpd2(A)-yGneG+kPNS<#u@UAKKx*qKl00!Y$L615TX}A1xd$
ziNv<vnviiNyz(O##??t;xmL`7m2B{S;ZK%;f%|n&pm-UwdYu_QrEOmHjv(Ewx4YVI
zGs-?xgXIfW^*{Zk$vJ2>K@U#O1MQ1m#8-({r}&P}2puI=a4jr%wVSl3XBim3s7Qkx
zZAD))xl|cm#<w+}I1SRxPvt;#$%a~pJs(ns)J9!8b8dJkVMO-)#f3cAeI?dERM$w5
zby9irl)G9Q@E;52sf+>aw6K`3cqw<1Reyj8u1t*O9etp@(Wyla`T8yV=8G>t=5X52
zFI|V^VP2t-R-eSIzgrC?_@hSQ2lMZ<h6Sdg55tTgE<nFgVj#0G?v-+M+0D7N7aWx@
zBKxNUPdw)%%|WUM;GSQY4RqNaxfKD+0&%9Tx^m}-@lh5e9B%2bcbP-aw#R1X6`FW2
zS0u`Yix*4|m4x2mozgnv@NdNSViC;>GY&ssr@S}pFjE9knHwQaH30MU+|V#Rf?Pm;
z`n7G{$)Dhfyr_4OqursaB*4xfi4RLX_Lya!_Kw-;h5dgO6c9Y1phA-V{HvZKA`X4J
zAGa)Vs%i0P&?-F0T$mK|ZY*CsSZ&)pYJBpqD;IXdIBCYxbIVKk5Pspu#RDG&v}X)9
z^H1vL4%k^+mT=4UBi&0uimGOMzq}{K=l#;sGmjHwDtw{d){iwIfu>{^@V%&YP7b|F
zcJI;n8hz{BJUX!(Y-7hHHT8}afx^7c_IodL>EM9gw?8-TAGZ$kAplKvU{GYPLTEMs
zXMy-h+sZZAVv_G!&sF3hBnqVqMC#dJS%Hq{k4O~Q#<d7Nm#qL2)0drrPV;UtNrotS
zAc4|KN?Al@e{N=G$DF*?G5Ppl^V7G$jAZ}q)xeEW{XcXqhHSpQ*jG}FaFtFzV6Y|#
zq~_4I2vJ%WQ<oY2fJRC1=nW8wkVw*r?2K}4SG<#?i$@3MMh_T$dlxPL2gv*qi$ro*
zZ!X6vK>2}(2Px986AQvC(F6iP@DRHI>x+=28qG?s>tMBB)yf2?HCCeuH#zYrBZ0Rj
zf;gqhI>~IXMz898AOsSqGOk=xcmz{xX8>%CSxIQGO#Z`DNms(d$pVdDj+e#>NaFA8
zx+T&rm2uTm1-%7I=rYYEvufhQK<L4&CuR0k3HFCCDsxiCaGzFP{h$LKD07>DlqMHX
zz^iUtfmQprJ3yP2C657<=X}&ES(JJ%{BAw996cB)7L&n$rh+%93#=0!2_}@yV0$TJ
z&&jAA3IZ>?3gnPo%Z~$1dw)iU>32&$@A;WwgqIarUmHHYcIWg3&NoCC9#|~Us01SD
zTJ1q{R#ioX8RRqyqAtVqs%+ljJ!k_j{iXTqdOP#AM>U&D+rF}ZboT5^I8lrStkF2u
zR<Ts7MB~d@QJ7())w#u{vT;7bv5Xj&m>7_Xj5|A6iUwXzf3f!1V?bd7d62V3iLEdV
znBoNFo-=wn@IYny#ZeZ4oI-2XOd>-ezCzFJC6Qmc*cqW?7Ux}i33IbcaWel|c6KTf
zgF|#8he;SB>Hm}g!pOPrc2)nQ0d<#*Som-RM-TVAym_DZ4Zs~Pd$k&8ULj;a8e^+p
zDEd?dbKDNF6?_fzCMfiv53JXdq!73C+qdMld7ABB9%z>PCdaT7#6#MsGS2!oE|B7b
zC6~~}_%FD(-hjmrzl)J;(9HU+Ku!ME(+*^Y{mEh4;yKOcDkR!mt@4=|-WT+dekMKb
zoX6Jr!(fXXW+jTqKK|{nRpm?B5&SC$!-imM-c3Og|H)5G<j#+%cy-6$Y96h%QRb~0
zknQ!A&mPM;()L~m?SB*w0#}q%nO%~&^J~Kf`)k2-bC($yBYgBulyx%rZ+Tl_*kA^|
zgSsk~T<3Rluhoi_Vg&1cbpK?*w#c3d`!NF2KpB>2{0{cA`0_y8U*ZL?DVMMvSBc$l
z&N{TL-b!FDBzAkPLe6}yjlCfAizPQm`S={G=S5v2og1!rJn+=A(0*ln&G_i?m9(J)
z*-4mIa7Ho#`|I1uO;6Sujq}9c&G6Qx*J-{ne#x<ldx6(LjA3r6%u~ra-1GJk!@s^i
zcY8mRdT<4>1Y`kFurgez?utkJgi*Z9O_Hd>Cz;`@SbUd|M<Mq{e_?znxHaUT_U%(+
zqqev>x8sI->J{G|g(2Gfjb1Pe|H%ycb3=RnU<u#hNAiV0A`uO8Ea3{@Darhj9PsBD
zz5m_*T)~vh@q%Z9pbx4;K?;Mp?sZ6Fh<^x3n*Z}PNJ)MPYy3@8ZW#>Q7F!sT^?F_5
zeFs7X|6kXu&~3s##{2M>%`p4yBS2)%)?&l>TXi7w`R|+bT@QZ=baD2x0)rzwI6cAu
zHW?;uP92o-Z+R-D)&@{E%(~)UV_q~h#hi-`=@j}O*KM}m7tLt4J`NIWvv(!h*@tg~
zoDks=U$^hc{JPm(+dyogBHE+t!I<X)WSHIi(S1ZbB_I%*FTvPNQ@xKCUz;!Chew|_
z>AFpse?$_$;c}Wwj@XB7t-f18nCsU-GE6}ZUqcGh>1W|vWyad&m4=cV>LA-Rs4O&H
z?79rRj5^?D0J1k`I=)YjEXuTissIqPPNnbOyfV;cx*lz+n93_zU;kQA9%~_S0NvMU
z#z9hSLl6?uiQ$RkY>LRZ;(gH=%3*sCumX(VdENpBD_6p^HqsdiOsPb<Yh1e>eRpu`
zR{QRP6e)h{YvkoRn3o#FpUm_qE2JBtmIiqV)6)2T@mp{LPeLN0td@JtD>sgC9P#a1
zK5U4xe@5~(<nnT&c7!YGZQ*vBSfktLaX$Es_hPV@!z0J0CVdbEK-yIxkb58+{n*iQ
zKfkybu!CQc|CL&xC|bx~e%asNM!-NMKsk%AcL~C%On6t!76~<<^=Aa$`sh8vKS~e&
z_T;cD<Tls#m}MjehB<82g!tc>6pQ-EWqU_etrbv7{<be(AbpF;lp~3i%~l3qdu~Tl
zcDhX*#1k2v$k#V`fv^f94hR;v)n~p_pR?y7qwP1gvzyXn!TDR~?GGljVl8b(0q(f+
zLO~%cR!vcdY6p<fX%!3NhYO(^|GeXeGA!m2VLMg8TmsF%8^FK+d|ZPwA|OT#(|23B
zJy_~kSLyx=5%ma#h<P{+I0O*t05FHTYB1v*;sDhmDkE+Oq%ts%7wsdvm2pCmPU{+#
z3YW84@h;MU6&oa>ejS2v_7X%K<SlRi7#yU%2j~c<kdi`rw!{tA5$X$X3<7CcnJ9e*
z_&dNTPzRGWW)db5c896~!vNBa?7;d`9h@_gA%ZG^q#`Z{1zYoPOT)tdX?VI7%?1P>
z=%<CrAtkn0DGE<1SG;Upy$SQ795=qrMmlw=tpsgmrILmXX@D;QaRnj`w%R8ZRaJU}
zo{KxV!5f<^&U{5;W(-f&ABUS@&{xmxE_`+PA8d-?;z-Jt3i%I&O{3V5g&PPu33<TF
zZZlyAYp(P@;eHnY4KO?SqP+rCrR+M-3QRw#On@{cpG%YZ4ekInu@}v+UcI`ABr#7v
z`QDPFid?;m`L+MGPxQ1VBR_Z$UoL5Y|47d(qE7@l|Nq{Mw^niR(sO;!{C^%Vl95)p
z$=OboYJ$x^R$2Gl^&ds!|Hfy3TGP<)9Y(9f2mrJ~-sgGvkC6`G6AG&6s4#;7?0;Up
zyJ^G_d6VV8H$On$<?zoS4p0YlS6$r+^>a@W)92*80>)VJw@&&ka*uzb_Ps;fCRt7^
zCK7x3dZQ3~^H(69`hWx2S<JO}-6BlPDk1TntQOIKyT~XK;}(0ErjWV)R0Kxl8Hg;0
zPVa`+MfJUSrEde(fZpcul`N&CgNW`YGtipo>W*gt)&<ZMcL8yDaC{sCB3!gD;Bp-N
zq|q5|fJj^pqb7ui=3u59l-~e#*iU%B9YZttZ$d%=S>lnAZ=IoQgy?tHOJ-H_F}@9_
zKjou$P$1p(WEEaa6E?VKTeTK9?1ml%tSQLpH(*enWo9&LW6aFI@^1VouU3?wzdjq2
zK@W4ZPC~OYPJi!9HrZ<$8+B_wKzh3+@(=pjCo;6#?GvNtEw~W!v?B5MauLriK^np4
zzdblGz*6R&?i`?1L<Rd-?f<D$X}I}5T39!mU((o2*X&m%ed~r33f&X6!{J^~ORHfV
zKc17eP6M4I%oV|SAG0Dogm)i;q^ha_6_}RU6c6+32yjyAdGqgIZ$4J`JYHYK@Gdl@
zt~2M#?Jm5whUvrDpl_)JD*8c83+(kZ9km%|EFAUxs7oF>AE}H$1<QW|3Xt7hW56v?
z7-qlRyE<k(X<Yd@7B;3MdjmosSd@MDq3y`yEI=6o%fks2+2HUn29Nl=JkPAHKiN%B
zegdP(VxsNZD`H2@ukFrjibZIMNY<_0uRd%t#(~U|akh&~1KC`Anjs0^qn1W~9(bR>
z#8=C}fEF0ita`vRA~YIgT{5k#jE>LtZRA&k4fpj^nY36*G{96uEbLLu#eJ5pMFV`7
zAYWsX<N-JEITcSy^KX(A?{5_4Q*LN=sY`+`NNe1M(_=;8c3yPyS{eXrWTu4FKu9l*
zAr)fK)(Fy?cS!nlaCzY;X2TOhO`k(oKFXHgH{$B+^Ep7g1@=8vrM57`vymTkS=HSC
zNhBnswrT$Xqhs@46_U8Qy$76lQu}T(o;oW#TY-@=472ryF;j$r*D;MMlDvA84dy%k
zkw3_h&j1O|e6$M%OVZWfuSS09kG|9Ov!Z{NbEe&d*&;@f;Kqx$F}EQE_Koup0>*WF
zgMvpF?*cz1ewvrWY;+oVu6o*%RUc9VDWyqlF~6za_<H323?0ZKQ#e*Rf*j_$<V11b
zb>2^D47Ag>h#PxtS9iFy_l|82YHWt8SC69)K3IDyUc8v9lh{<US~B{<V@lsj-Jo0R
z_Q%8>KEs2oE00Zt)gpXFD$rp22Ki(~)ij7eAQoT`hG0}4Il<Y6S0+BL1tnF{zQSm9
zTInU8Y>O~<lyTffYgjzDJ<P)B?<%}#CFY#`yjp^_h$*pwDgJC9IgL0jFjtQ;(abWj
z6sh<|vfhk&+L#DvUvVFwXIF3KITwov+kGj$fou9dQ}ENF!FT(J$QGO>c$u&kz&9Xj
z4AE}N(Xp{%)PNJ*W<2~=oStsh0oT?z5Xe7?Mj2g1k09M)62T`3$P+6Y$gM2L4j*)D
z9)xxX)G1m)Ad0{f7yrRi*%?A^TaJ9*P-2V3lCpU%2hKveZ7)En8iR`+cr-XYov`Jk
zx%yqViiW#~%Ruih5-N&vGHZZybdV`x*qJ;tc5#3>t-lF%nlTQ8Tl&^i-U)mH@wZbU
zynFlR-gOf9+5M>KQLX6-gG~)_yl6R}Vn>|vd!@`y>V&3Mx9sb=Z1yO#DpwJp=<i~E
z#6#1Z%$OqB0m`8AZt)$yR+pI0Wb2dG+S1pGmL3BXnd|RNNPunx0!w`%up5USH6rR+
z!nMTcKuAoaHnS0c96OhZ3-Q?$MSf-pKej&0_$yTY0>q}bqNm)*=_!3GyZ3xa4sOCg
zQJxzuz=;Qe!J_`FpRKQscuKIUs}ss4N!fnSY5h=s@dAH$@cY~}$&v0jn!N(kWRuBJ
zzTAp*>d!#9F1P?~wNp3{s&S0eoNI3XRC>lRnT%|fOw%GpRQ^7OZG~x@?-L2TfA^-9
z93W}|07P(`0Td|P5GycPSF;ulg92c7q>>+50{W$zjLav%oh4Q@vaY^b^zUE%Bre|L
z|M^7(i31}8!~6YxRtDDUX8ZQqQe8>JeQQf6CofGRAHVS(PA@>jEdl;2aP}`xV|+)W
zRCEZas>U!^>jXAVaw8~&v;mG({SUtt@`(e$CixAPVE}gc#ODG_+M0JyG;pK%$R9?R
zqo7A0PSldif7QF7#G&9E5Ws_6V@XsB^S{_B!1d}31)=Bv@eV#)12oWl1rr2-u<;rY
zkV|_&KzKjO0vL*pktr;@_uZc5U;O}?{%I{<?7eOM?tJ$Lfcf+vw*8QOuAHgpfMAbJ
zO8y&$TxtLOqRD(rYxNu<dZ-TY_(m<@VFDbiY?AIT8atkoZ4cA|C{4O*R#;vxekZg#
zA}aI%)Ggg~xmlCDJW)LUcS`fVN3#f!YgzR0jbH2_nFiQ^c8OaNH%(P^bFUp)^4722
zJE3)VqWj;AKReKFtMNUl0tqYVMKQUL2qx|Dk)HPQ15#bH$u|?w>QxcDtZEXU&(cqO
z%j`J$M;u6JgTVY$R*tg)4f5svcnSJRCVIL6oNk0^Ave%J%ZEU2CG{b-D)8%|6a3kg
zS>HcT*)eOi`Idzb{45!(Bc?n}uco3khz%QdYXHUF{Ov_RU#Wt9aaps}I&plw_60N^
z|C;wle;CGVad#gaX;wMBs5AlxGTkuk?d*sW*iY&gF|z&n+l-lK>NEns@cAWN2vrhh
zy2UdvN<MNz@bLSKVLD3Z*{Zm?%huLqJZcfcI25@Tg;fwy!Ubo^`yHv7FWN#L9D(G;
z3+Py~9d{s01pdT)l8!b2k6Bi)KtwTqrYLh_(iVF@1Jm9Fhxy*u5NqaNff;j`SJu|t
zs+0=xHBY$yu09B=CsWuht=6ArXj16^DUFC8VtZp&X%?pgojN6<>|?Qy4X3=}41s(F
zGJuz@*UAN5Ujeml>hFmFjW?}i4~_#a=*Bc-IXAfb-f{M^Fm#9GH<|bIU`@m*0?HxW
zmv>FFLE+dn$Fx2Ie<^5y`N{ZZ)jB4(#R2Lz9*&;7G@I!bpdN;&OuM<Vs!olt^`EzX
zA<1-_wd)8Zak<q3)XnR9FAn|=1iNlWu*;+P#T3=!a(xg>-z97h&^I*=|8XnCYmkTX
z>8#Y2N9e0pwGAN9K5zbx*@+@yTK(g5wrJr9^45F|a(=Dzwg5JJ3L(gX8G|q-rm$40
z6S&YN2hfe@kwe^6df3=UgY{)o3C%@}=p&|!H$lWzK;7T{v+U|@4-JCWWS6ISB&sZh
zn)aWY{2G%y%K|i@<PrE@;U+{7(Goypgg6!(4l#3aC6G`iS$(L`aP>pJ3)I<bnZg%7
zNq{t}Yid58B2g@}4q9RVyCla&9Z|&{sm0@!KAgYFe8GtY32e>UOwWVVC&op}UTkQB
zqB|$OLT&+K%IOaS<r1LE)&5iXaC82;rq9ap(1DED%?lmWCHU&0+d)%l7cf2x@Z&R4
zS3)XFMZuLzo>pH$ko<Q%|Eqt>Kw)Jxv%xskQ2$SW!fJtA9sp?TtK^CYKM^hrpV`U&
z2TBIcTEKk-U7)_{^Kd*e0*o5Ue|!1V`mbH~|0vUo36N&*Z;%B~BDs21_2mB5A&@^c
zZ?Foo%E}~M@s^2M0vCwHV4%Qg7T^@mSYxf?G4=ZF{;9|f3k}}CorHkGu5Wi+eqV+h
zg4E+fqVUE1D9D2T3l(|S3q}A4gRrmz*@1v#&{s&nc{!1$A%z5cNP5&hD+cDcXt(el
zXw!h@ih0qB0^C#b%<QmT1S3iB<lF+Uy%#OmYs)}int+OuI8aqVomU&+_g7g#s6v8n
z6(^P^@u(2agM#A3AKaO5@2zvw!AbUB<N|&22w<Wn|2ow%F6;LH1&Lx$?V!RKJ`pJI
z`BnKR;O#w#KP5l`O#V~MOaI3qAtUB4s=4sVzQ5G{IoIw)I0kl%go=E~Ux5NE$TvC^
zuTK7tBA@*N%G}CL7Ow(q$A3Uo#$nf5^V)e?p8%$K)g1|RWLp#$=671k$$;QArK;W*
z@eiUv@EFu<t*k8r50@LTPiyD{2K-<wHvkId02FN7Uj++1`~`h;iO|X_SCGp2JE#7^
zjg0c20R3Y2exlNiGK}>&cWz@`zz!<6Rtx?w^u_@UcykxM+;dxV1p}^LC_i9MoH3<$
z0QLDVV&whY%RO9vvg!zY><6gqxXIM7?FEz==-=$^V*E4a`v~CdDrbCtLd#NY|F1wp
z$cXtXYl=Xs0+a@V!U^W{(L|K#6=jI@Eo)=AB(=b~BS0WPjpTs3u5RbQs0xAdyQ_O~
ziwM9Za*Vj4vPPK8%NLb`nF4?;$6(C4cbEx*3Sh(j-+1zk7#85<A}ucLEm&4nj2Nhq
zf^Bi$Jy2c#zukM9C#zX9`4JQFT)PB>zTnd*iK{n@z|1RWoX3pF|6;~jQIIOLo9wik
z1%8hg&~rZuhDk3XC(%$qApbwcSwl%l6|*4-E`tZvF=6|U&)#=3@_`NJ7r-!M{%si%
zK;hZgS;fA=q7M^$dXI2HPR{m!Ad=vMLPXX-V8kp~r~LC(P0Sz`SJUx~edW$sMf>+<
zSBAg5(I~fZy#OxGpZ#}D-_tX&#w6ai_=hR(|M39`HHyvwQZo>+#DukPt4l%NGcdBo
z^z}Jl=I^528Xi$UFC8N;0UIG2dF?a-jxPGuS|<$oB8N$>ka{+TiUw$0n4$lfT;yn}
zD&~L`BymaYTKS`ea!dh6tNXO4Wnkkr(r;mOi2{&6AXIGtBM87mIUtM{*Je&+v$y{j
z*%DPA9_h$F*H0dKjTzG14r>_DiohAnsxrpR{J?-A??d5oS(zY8``cxzJk%~jQb$!W
z0PddOTWklW!vKH?qMbmWJiB?5g#&<H;E)CmuqPU0|Hiuh5GHWMgBe&gJP&#bHcX|J
z{}Pz(Pa1_h(tx0Zc^(rUV=93D36H68BX)xHJUwG8tG97VAP|s;z5A@U*PbIL#e~4A
zjQFhauR?GD#h<F=mu|-=CFSy879<Q`lmkVDVCVVA%$GQYR905XXl(8*o&ms*wQ*UA
z1Kkr05I^UQAin-C)&{hq@S$-w9+`Jp<KD<92Fp8dZ}wL#BRM>l&9_G;j1bF07Kox9
zm^vsgQqfnXT3<K7EQLP=Bre1mndHn4t9=$g1+m!*U1a$@P(6<>@zu-#v<wJHBCCB&
zfk(>P=jVQ)y#BoTi;`9=IAWlD;nP|}0B@C_olfLO1%xb*)?6Tc;IT`RD)OCpB)Tlr
z7+CXYk?lY$^=fC6&prh!IEth5%yP4D{xQ?4*Os3bbR#`w<3$j;S?FzX?n~G;^cf=9
z61N}Ce`BOZ?c}OFA?W3z<vDP_d+$3b4Qq%g!ISPleRO-9)#JHl@!ME3;xAv22fVOI
zPA~S#@j@O*se)~{zs~21MEf@VZdXrpN#Dsw^7rH~9qsRki-XFnLG5Zg4kv2NSe6~Z
zWg$+>pS&c++tR^NX=;kXf=<*|+o!#h+COkXRRJo7O3p}5_3Y{jhX47aoQfK3HFY*&
zb|sUZ+Z}>Ec=V`sD@=<l4Tvge3*Yo+wi~q@JyZl2KR1~UWW@e(A|?Q5riJdU)?`JA
z5rG?=v!fuQeUXVG>>@3Xnokz}!UF@z8MeRYJbNLv_ERO~5&jHY^PfOJ8S-F8a0SVH
zHk%N&q!ekPoQnbX(nqXB__uFSp!<Wa-`~zhi_oY437Eok5(2q1NGVZAE^wpF98t}S
zqW9@vD}tg!!MC}=VGiFD4Z=*Cw-fxLEBa66!<b)ne^+kYE9S{k6eIUTkCsL!HLZ09
z?YkOO8`ICtg`d*8hBd$1AA`f;!uub7V0OEIz^;_afO4BTWi6lU4UQb}Zm*59ryF&a
z23q5^r1$UN$bSThacPiOD|21lC*)hsdP^GO`@N^?cfH*k#7A=%mmTl`XrU|78Pq-w
z>fd`$+raIU@OoEh!-((-i%vN`w_~~-IhH?}t=;<H(0cjPJ*LFA%xK22t_m8t4%4CE
z_W7oe7}I|;C7r3@z&Lo&O+7XE$M8f}9YRdr=exu|fA&v@8gi3B0o)`?#PC<QQN`cC
z@0JxMO2lFSzGx4uqv%0|Tj8&i6eenFlh>%Y`eVX`jfw8+?IkAiiQXOj0`M0%6iMZ_
zZ{=&UG4++DF{JD2YZo8PV2%c)Tbyp_tor4TERD<dy@tPcEd61WwB6KY3Uf)UFdz8-
zT^V`p)j%B0e3?@w00QfCnIzaFC%<cuK82+>XD!+fr*94)3FN~Z!j2zWX0y4WV;U$m
zP=k|5*NMVama5mK434FkI#gnLosChMw89auA;oH&mKaS(FOmCS-^-yn*Q=S0l+to&
zX=f5aHqD<^uG(7_39Yi|hw-!RzBBZ`?ZR>yykIx_wFJqleyV#4F^-QiTN9PL!Ce+*
zKbw6X0_Epi^hkoeosFB5Q)_MaU~oNq;`OK4MZJ30Y1w{_*G9562`xs$;{~qMHk(dW
z_6fcY2^6E_HHLkX&Rm(AQ8r6Vej?B#ogV_it47EPwEok2N0kPnaws}ux@W0!_sGrA
zrOAG8o7=f*6jj8HdVq+=xFpNjCX^CKcgFTmLIrzM@6Yn9n@)}f*Y~zZ1WFQIp2ipJ
zc1Rv;Le~ome-LSv`jw0cuiEIy!AeK9G@Jb@mP%clB`2&FDwH?Ls`{qvs&&yp2^2Lb
zzTU9>?7NAhU1g!6Wk0QermoL3MbIVqea){vk;#TjR3-8=PUQ~2Ig~vf=J%@@E2vUA
zZ7&_H9)u4kS{LMucujU58>N@Vnv!;nE^ieR-haBI1IEYH)Uqz<@Y`}&F6~5LePX0=
z)L>n=$W5UJb(Wzid>nat0&SYMt(xex?LiW0gW*xlbRQFkBlo(v#&L!VeH#^bq5F(_
zxyMMGJx?C5D7Rzh)v6)cD2oZJ-HPuvejZF?AIP8QCFKtPzrwx)s;R8|_o|=zpFu?g
z3n1c%3R0y@s1|zf(v{wkDxHjuNXJGO0@4gsgwP?*KnO|+y%!}S9SpsNymJ$9zPH|c
z>)o|*E#cf#_C05p-`@M|jU2<AoF-74dT_v{;&YGo^b`3=1<Ns@{dj5PBP@;i)X?5U
zlWI+eYo2v~6K!3GlF4TbcuY8^W^r=f!r}#(;7bc-!%?>5362ugewkyfJ8$$C0{Q(j
zhP;R8*G6ZjGW$_v*QuFaiW`_F6p_rPwj|H4mp?Tvk97bgvh?TddRqnDdb`o}BN`zF
z)xFQh>;p!pD|q<cpjU<G@G=YU(CF~Q!CNVaV`d+HN$&<edItb;_5D7W9fEJ|q;c`F
z<`o(H(YgNq_O0c;QhUWO8`p7b2I$SgIG<z(Mlfjlc-(r3SLRY?pMZWRbKQLD>?DD2
zF31xt+khrm5LSEcIlnEb)i95aIfWk?38eOJ8)<1AheMMcXL1V)r`HnRFEh(0zuZ8{
zOIDM|Rwt@m)>pKhe3CVGZPl=3EX<J88G7TB91MkpQ?yKG3g)v3Yq}P$JRe8I6A-Gi
zEB(TvWcC)$mzuh&oR+SAFntM+iZ$=ggw_nnWXDPd>GsX4`$!JXrh;nPd!yTjJ6&t)
z0)vb`Ctow71bVA*%CNW9HYsc@<Qh?Riy?i78{6heot#~6<eNB@I!TjM71oZ8H(#Cf
z;Z`&#dyN_DQf@0t!EHFsbh)>1P7eHRegV{y>AWHWldg;LKPnbsc`iJtjEo`owKroY
z#60&DO5;$OffN<IShs;_Tdl<c(|J)zvO}pX-p8}YznFuYvVJ=g6vpX66XXknOvq7v
zl6IMReG}G-ID%r~iqAyyY|q-*w1kcq0@e%O%-tJT&bBCP)xnx`khP<&oytPqkJeWk
z8_&c#mDTxddkptR5|s1F-xjQ$egw_-Oo=?3L5Ejv)UTnfI<9r=G74g8{KEM?C?%zW
zsw6cHPduTMN#WL9v~dCF)#ln`0}ro%^7QR+U*hm$WyNzJ1^u=Iz3${M;lVGOz#qK-
zU;tC;5Li_dRS41Z9!nA7u3H-2GxDmDCE;c31?nkJE$~Zq3ynpoPrZOhh>Q%O(2+iC
z){22*Q670yEu1G=ghipc2?{j_S8hyAJsO{*?g`IOH9iU!kU(NJmlO%0M5YmfYY*yd
z%$KcSnDcDCdPZ=SRr7{-hMY{+BK=$=NN@`^PHr=BaLB5?j}T=L7A^(d$d{H5>nZ}*
zKND_Mj<e5Qy)fbFwo&u#5S6X1<}Y@_JQAP>=-A(vH*i^tEerQ{jP|xfQwsa`jDl06
z6Vq5?qgl`5z7IAw-UopH_rwFuvpEYKn}N#CWo17xS?mkoB#^MpNo@R*D_3ApV&;<9
zxJ<UQEwXo<ZFJnZ>lkg$8n@0jiZz!k0yZlcPML#jj@j;UT*Jk=_Kz!Yo;;bYAt%nq
z%cMh_>Q%iNRXL2nvFLfj!bdq?<BlQEc^!TXapf7DFvw@?r>dn-vy9n2wq(|}e>jpo
za`(ilA1djq6-CFg7X2qZfEV?Kv0hKk%9Ilx@5Gg$W;p|wVKEdu(HyQEdj0L?uK5IJ
z3uJSoMo7FFH9qOPHs^M&@r-0Qm=M$Nfa?kiA3D^b{)2-R>h4a^GsB-<PVZyEPY$=_
z`gsGR9Z;SKRxsn1X;SWHp~UtlKPd94%ytNQQ5RfnZCscqAe|G)*T1~b;pSNAZW`Ry
zV@w&Kg<fHLXCryWi?GoeNr@L#!JEk`aDc`rh!Z$uuzN?xxQ?EjGnO!IP;Xr$29NZ>
zu<%^jv|FZGsYyjH5cttiz_daxYBO~!B1+ct)=V;lXjJiv*%L#2RukM3LpW|-1=l=l
zpXlh{wWXS2tD*I`bcPU4<%zXJj@K_k)%GIZ$lC@EdCiV<g+6z(F=mBCm2;w=E<HdV
zO2!TG$hK3bD>pXd#xWPKuGzHiLMJHkuqjcB<x)93U!ZfB7+XMJDnyrUGLqI=To`qx
zdoZ1|-b5;ZaXFS{h7OSP9F6p5LNczEXOJLNXdfa=!dQQPmzb&#ta=gnJ_+iRBq}6y
zk&aH1s;|B{a5xG%1qO<Uxxh*lG=29#DQYetkve-AAf(JB|CN_Oxq+3Q#H1?A+^O7L
z0koeQCTI?$J7PYwwd~_)gLL(zeYUA-HxBxyCIw4dTQQ(9q|@JsP)=V}RjLy>hDmcP
zOI6r2*DI8sKKd_7mn}U!c)kBq4K7?=fR#flYI+Em@2t+JJKPNocT4=bO=mB7eO_On
zqy9a@(w~<nZVBU|m#o5A-A4QDshQYlsU%|r10CHnaITRu*5G?<ZR4)cSv<MSV@lnH
z9kpF|;=6)H$u3^qeMYMD-+Q~VBlnNRiLfq#%acx3@ovv=Pf#h0{Gm6en~zZsVO>Z}
zh7T(r>WyJT!?|)OJz$qd_)~<1lA88!lK-wd)9miuyCp%vu%-mBoB5`Zk>a_JP5(|%
zWB8+u2~hMt!_0>PY8I5IS;%r`wtk1IAFkLQ)da%DeinLK(53gXx6h;y<5uUxjWG;<
z8xi!e@mEJDn?HX0ma*T1v_b8b0Qroz)3|Xg>!^VfN}>LPoIoXYZ>M{%RvaQ*&UBHe
zjej|XK_ozg<(c;)IBSFVt(@2X`(s$b9|KC)1mEpyzW9z&8}4iKtliE0DtHH_#}}+S
z*@&JWEVJ)a0$fWD#iGuJr0Af9>T4sgUIE#^Qyhn#Fmo-($?y9x+V!JT?BFfrZM}T@
zs-*fUg^D=0eu3kVoMVKg(7UdL*N*Z+*#!Na39WjI8KUuUI(tuzSl}KkgTBh@&F<v&
zV*6&xRTgFwj<A%t6P@?@q|m1}SrPmitgb?Jy7K_zKJIll;{}jiejrKji1F4H?cx_X
zy)G|~%TVApC#spSQD}=(_PB%Z4S3i?+zeL>iYKqa$7v?G(D`YBll4hUR0!Pun0{tZ
z^IA+{nYB)x*jme>XqHRslDptC{&$Hd@+)MV3SBU1PS&iePyL-v@9e@l>dofl8G(F^
z#g-Krfa|Mt*$F{;aRU6&u1}?YZXE{=9=yPGQ+nG=wkMIcE~C}bfW#hZ2gmY7<M;10
z8SpMqM!)`?^EC|jqCT;kKqEzZxx#iwb!SenM7j~pK6+u5i9Vt=y1II;Ch#*?u)}*y
zVY5iw_c#LZV?a<(pCjdCutR!(Q`7D#St=*F%N@jQpPOecFXQ)Ph3YTFV1^WPERqXu
zFzIlnr-X*W29fk$91Rw@Tq@Sy+B6LcVuNEhKfnIpdlj-CdW8e0CSCP9Cw~9%z@vib
z5~Ja%^WYDW04J3b|7A#(mb(sKA~I&ef|p1H*ikybz4qU5AVxCbzITG-aDhc7^)OOO
zcOQk6vvnD)<^x>8dgX_UpiI$MDo2J%4Mc;j%Xs~1)p&jtwx|3_T41n$t+s9jg%b{w
zolWYVB}#z2W@RmGFmWR;mRU{9QaTKitNKh6R$rmH;f0d5SEYk~NOwo>HAb^eSvJ#)
zCj79iNCDPS(a@wt5-9s9RfOHEy?=k;<rR9q&A;iF!o$MsWQbq0B<x3;n;(H%7~f7V
zEmdbF#K`WY10sQ~-ngpRNdTr}<J8`Urlr5*74zU(20@Xm#CIwFov8a<OqP!RwR2M$
z8|Ce;u`@QWsdj1&6D|s9unxIwaaZX0k|_j%oZ`SqT}I9f6Vn8E$*ZsSxVA@`?JlyS
zu;2PNyT&O_f!_t%!+@sH^V0t5;kw=Aq$E*b!JF9}Qh;B8E<ZNkNzTRL&evUTm!@o2
zu1wMA#@uBUa~nGs*~Fyry>os(P)+UrM|xP&(dhcUt5b2|e7=mI?d~8dM6`ah0?5O=
ztk*fug62TGR#P`(q5H4qeGz9PiOHHMw#OqSh`sNcSmzsQG9r>SU~^Yn6Pt`+W)`<E
zWG?r^C`H|p#I>}&vLnQimEuT@lXz~-J;rhu6Rle>bxq2hBb5Pv`el_P|NOa}z{VW1
zJeJVNI=)-AIitz0#P<AH8$qBE6tf3A^KURGUh|J!uwi;|mTulWC2d_?xtQ!Z@g+8h
zr-(8itAo!tlv3dwdF^*j4+nq@lvscEg$;$o{i!`j=QTrILRHUtlbVy&-9OjVU!a~c
z?S}HIXBU_Sv*Hv}#M`KKj^Vc?L2w3m9()C*WO0%Lh#ML~GYszSbH&lU^e#$l;oPC2
z;6$0&PW`YVWf>u%Y2dV=zVYc3Vy5x#L<D`U&{%M%I%#x?%<X-V`vRNj+c-lLFhTSU
zc>U6gRKy8F{^|4e&lcjg6CsiiwAZ)Us6P(C9wAt~F-*UTPWfRO2=FDa^wuju5<+#m
zU8$D{1=!jQ@|TU`ehv44?5X@z*o1<hkIt5XB74gmJj7Z3@yLqWh0x88Ni6H@*MpY|
zQ0DFqtp)j`0<v}Q3J6$hit(^Yg`t1_n4hEr9$b;?hY8xbqZYL!WjZ+RYgiW){rJ#n
z;O-aaul!lex~Evv7aSJ@4DvB|>PQ`K;2O3;QbR~RXS>YO(B@a0T>Rh1m(mbA@{>pT
zde_kg9Xd`XnITJY85wD5F@McQ>xxzvllY+sUQ|K75`emCu>dqDkk$k<=f#Wcbsjdg
zJJJ>r#iN0Cv$txd?>$s0rZX85M2NjY95&P8^71)%`6wUsMwdzWD?*!;=ST&GkhOz$
zOEc7s;6zznshp2Uk(BWrkI_5Icf&S3JZzxeC1YwTOFUFa<m3wyKQi!R;2HHB8WM)P
zlGLSq?**I8biLlNamuYybnIsnp-FLXA}TRCS&1#5GeVX3EG6wr-{69vphW!quC;~x
z2=}|~0sR>n969Rop%Wm=`ba@<M1PmnmwqGOaax=yc@Y$DFuoYPS?|8M)sNrVo1b(a
zc)g*)h9+{i9oF5h^a>D&w1L^Bt}4DJ_|mrS)_p^gyF;hyz4_(JP19^2(Dio^w1{}O
zYx{RJRsKPK9;@0rxIE1?=B3Kb9N*sjnDA~*NrZP+jDxLF*78K6>-i?<!H<0Lyhc5}
zo-dl3qDx%}wR%ocd2uD&L^Eg$E+^&SHNoy7PGbWnUcq3QC`v|hvC_(WmlQ(TfjJ;T
zXPD)N^Nc)6Rg_h{tto5rwTDAPtFxMBu0>3%?|HfU1BP$k0a#=0hIDS@Z+Ld5sk9KY
z0<#(k@2vQ2ULS{^`9450u!CYj5IIXrymu~FP9XZ~GXdyn%d)aW$?U8!t2tdsyuTB-
zfm8A7Epcj=FZ6x1MMGNXl(bhdD9a&xK4e)jw^0x;^@n#>*g#c>jqT{9AZ`E7WOh;F
z0k~%Fmr}>|ez45X<hm_m#tNt!U^Te<y`9j@oXgFI%EP#Al{;D)Hq}7OZm@}}^E_Qz
ze9X(_-n{}T;y@$q`oRYuoQFitFZoW5H!5>pI%9|O4xGJJwemQGQe0xQQtrE!AFImt
z?9|Q|!;o`x{chp?b?Xl3%>Png?K``&i6nHs`T5v_L8gS-xky2AaTG$QsI|2<`Ns8J
zTifaipszFiqFe*O0c%&@y`JbvxWq73yEk;7+!5OI(!;7Dw6J8@H4?y=beD#2vUb}5
zP9c|j@ZL1?wT9HyqRme{#D(*tOylISVjcYFXZTCQEG<65DN2{5*9Xpl(8~_*1LYp^
z{nL>I{91q7dDPBsA&I0JDCzySzT#m+-~IAd=PQ0?uA}h-o`h^zI(Y(JqeHU0MPPKY
zDrqgjaKwB&u#T$iL!UyDF0e;qcbmUd`uA>3@VV9eA>*~R)C451iHk<@`wl#IaXDf*
zf>2Rf7#JWtjBscO9UM^CR^u-;D!pOAYw@w$6LefCp>S5)?`>WjF)EUFbaIAdM<&JT
zvSXcGXq%F|=I0YTJUwMA?bc4M6Y*(6>Lrlj8ep=Z&n=S#co^<UT#|P}MQx!@O|<J=
z8J|fxs6`%G-6iG#%ZqpN9I>)Rt1Y9w5oUShE>KFB`TUU!7Y_`L=~s4dA3X|O{Srr7
z+z7l;@3WGMCQ6ytcC`(fr858vB$iUw`w!z$9;hdi%T}(Z=7zmDE$v2Y7*qnmd-uO(
z6b~T-4^>1;rWTiocc8ePB|4{Xi>asMH#$0sH(MFvTyHeIy6=&bua7BlIPss`aI)F&
zV-Rqfz^??&NW%Cdr`m7PsOZ>T9J8RPXy;E-H_w;t%@i)R8`9-nuawt@3iRK+e)r&c
zAgI8eht*9|QN4y~sk{ImKIY47eWnHLrX0gm{)OD8%KvZAmsr6O460osm|uD>?Y9&f
zldsp>r6j1b6+8*3oB#OIQNc3DmUx#EfY4R%v=v|jbMGWB;}?YZkG%jFLLR%vL9yR?
z4y*AHRJ}BvxgM#Hk`f+sC#jS24A~fSQ9fR6<l!4q4paA!3VOA0#5zZfKDOxUs2^oP
zfj(|t040^EFGCkZfSV!4Nd}ZAamUYY5-EEdB_BR;cxSZ^R=SG;EEC?|eMO^ZV2=Ti
zY{x*r{-MrhJr4}Gxqbtc+sWAh*9bmf+*9T4qutvu7sU->Qg{}{>)v^`;6%D@3zHuB
z3#ztOdz)Aee*9d7dOjB5wUBea<lUZ{;3Ux`6}X%$FMN9NA+QVizO2b|OLjUZoVvr1
zV*!I`#ioqsi)Y;eSEeR3_om<6`jN;vUls(oOAS*AQ>0FHNg>zTvNAa94!+@R+bx-~
zt}%7%d9u1{Tbl-%R{Bjih>L}r>Gx+nf7lbE#YfLEFz^s=iMi8E@^t+au{NCK*p@hH
zmytf)vmGJh{q}qP-dfGXpU2rFJqZ$jcrzj9zhHN5rKScoqlht*mtiQYeLpD&V*cPY
z;~O}e*AKg#CSE-b68!PwhpwWEV_R}`i6w5LM{xRyXsqjU>Ctq~0}b1{@&C?JUK!Q6
zs?Jv_lCSwp%f`x7ORSICA!sxQapK@XMoIji+REFjeTBmp!B<oUn)g7hAOCgECV(Y8
zfDV#hn$wTan_lX-2rv)a3q>{JWl0M??*5CNisB}g$3ZE!eU%Ftl??a>k8GeqR7`ZE
z$(YYwXV@mnO7oj90m-uvviw(vm2?8WKDB!zc8!BmW~>_{rDEQ1)0kOURM`GJHH@f{
zJ||%Q2KZ8sfNVGFyye(^n|?cvS1dMVUJ528OgM>;Cm}TY+XzcAigcg+HFV%H$_DVY
zo0ku0v>G0?o)$A#B*E#rw{7M=cvf67LraMb?F4KItI5v0*d)*(RRg%34t;Z_3ElMA
zsOad%<9oYhw|*igNulDwVq&gu)!EQI1#jPIVz=7BC~(s0YACSiHZUnmQJ^TmW!IX8
zKS3p<8XY{%%<}&Z>jS2NopcjGA&!*{*?Tm5i*02EC3_Lvh`9pJctjz981Wemm;CLo
zua6VJPFQWy`h&1CdlE@LwV63k=D>gDN=|$X{^<sV&=^kpa^}VruBxW1?bvX``eih!
z%!)p2+|18=clvljlNL$?<I(EA6sy?p9Pt?!Iq~he9rzhL|N6BR+N$%9kj*p!96(k5
zO2+Gdw}Pf+gmJ4?;uf24FR)yS$oQ7w+x?87%tkxV(<QK?U{Q$R*#mWMA`FXm^+qV4
ztVrK@ut^Amma*NO@o@E&3S0v{q0tkyGyJ=y$B%E%#hc6nG_qq3eL`w6bx(~w+7q@~
z0%do`fLB%gEv2=Grb#0I1KSId<7AuN?f%#%u<eL>`B+wZvh8*6g7~+)6AhNJ((#R#
z0(iq^{gzaLj^A+Z+&N3Hp3~Q$x^EV5WgdSz)MAB;xCRc!t6N`@lV~E9I8eA0dFFVN
zo2+{*kZ)+;pMT>4FiipKQoIx?JfLy&UFU!sc68z|##0(>&ri+u+th&qjX(l={Uf{E
zfW=SAhB(b$`0SjL63h1N&fCXh-ssG$D?|M<eCErq8g%j0K`v+Rt!iQ~Vz+yTdIYN%
ze{wD{ric-60wEZ&`jt_OCWqom?)athTiyjZh34e@z}4I%7aL^#xw%=Zb}6VhtZt)x
zo&h3XJ1;LNKI&x>_>GS83ZdYE-Nt32Ij#yL5Cyc1G-RI4=HJD+F)td$U8^L$|B4^o
zChko1v5zMpj!|Z=2}oQqD3U5K6uT7U<vCxn^Xk;K!^rJlLG@mvbsI&I;Jm(s&kwjx
zlt!Qq?~Snv{!>zq{D6^k;`F}p0?GA{dM;IO7LE@|!)zk#06a{eTdZ+2yJ!snQGeLt
zram3svC`$DAPG*0);2MU3LMH})}1CRdAZsW)(WWYv@{KNew4<ehc@MSBzV|#oeHu7
zO=dT)uWjiLmt?}w_YqqWZ)lHr%pQP`p=sdlf@Vj4>bv&wdz-V4b>a)w`39$T-3qQw
z?sNjDgz%KoR@G=p=4lR&yUOh+KYbO_RXdhd5Awg@XO?x<NJb~mp!H!?c8Jt!O47jN
zaVj%-aIBmw$Cqd<qi%sguc)AkMc2%;J@x!Y=A%7%;%e4%PCI*<%*++728(`l!$?Jc
zr}6>hn+S40E_i#H^u)I5;w;}(x3fhMrgkmHY4T#5b$)!w*abBV+4x2<TD-igHSr$L
zl6v9ByEws@w(XtHY37wvX&CpPf7ftIh(k}E(i1efv48T_3Feg-j-64+js-BQ->y4{
z?pj>==xm!A+Q0j#*!DKhg2_;@@Pa{$+1v<qO)u{Fh4^Y`2U8SwMpzdji#IBh>Q^;Z
zNgLcI*&FCipNKD>agKII*|y^;DyY}~crlMf|0#Ph&Ek>A<J-5UKTT4}#4`OZ(O|Dr
zVC<&X-BR(`Nu%VpzSg;7uZHn(A1b%H9GT2_X<B~V7j^)$hZM)=_i7YQB>P0%$z$tx
z4oLNFBj3{SB-G7KBwD4tfVY%wdZgtSjPbnAT&1hwsO?%)juAR%mL_dgR6-aqtU;vS
zrc<j4k2M7FTGeFF{ME>=8!KfKX#ssre;+SYf;ny`SI#~0yu^GyRL^^rImsXHei^lO
zv>4TG3(U3WL;CqBix58wy3ABtyvO*;4f!<Nwzf7rjHrSAoA|Bg(8s)?lXvP^pBuRH
z&bEo@Zs!6^ikQq7KhvkKRkL6_`GdA=uk7U)*Y}hAZ)~^h6voyYjA>xw6^2@d22|sN
z)1KY=13-4iKupe_ZlS}}ms};@@!}!(NhgDNnWC~nDNV_w7D8vMlk@6s^!M4uIqH`|
z^4gbCs>cRy&xEK}*kxdAjoCwZS~f&pVP6WyE3Cv<=(_D@4}v7R?{#Rec8vn4qcu@W
zU|GbeJE!XYN9)?$ssDfr*D~&$`XVGy`L)!Y7+tY8ALwUV|6W(8PMpW^5^KIeYVXPl
zbuV_Xug>+`?PemD)EoExYUN(@n!z3+fh#81ut)&}x&aNPi?wiyURKp@p-CV)*{YrM
zP7@y*)~VtRVCKiHA6DO?&K{};URR|JOH;13t(t{)N%ol1_CSA_sF&phPkw1QsVLx!
zqP9$zJ?X(7QrADWuyK89i43!qr}Se~J^?!}X|yOZ8YtmVP&}!6xFf(eLb)IiQR^7@
zsW+#MXFSCAM?{1RQ>>d86@G<~wmqz#@5TGH-C7&(D~2Sa#u+#oez$~_z~upV;#|A(
zMk_@>T3}K>cLn8>*=SSH?``5z>1COFFK%mDkQqYW?swu#{g0f`7a`Ao)M?u5i#wc6
zTv6`d`^_H9o_WqzZV0c1OI|SOeOH@Jsdyxu;Q=0`hP_Q~1|yNF39;Q^_E`GNb17xO
z*c|T5I6!Ke7CPRk>a=zRTxOwYFSUmIij?gwv)INI{y?9DE^~VGreNED=)m^x;KMW_
z@}li}hHMKshRa<?&jBZ7E-VH=26jO_V>jas45>#0pvP8hgN9sL8qlZ9z}ux*P)rN-
zTNSoqdup?Gm(_ASC;=9r&@Zr5$JXz2E(nig1H}p4;3<6Q>^XGIC>y=&SQs~0q~hde
zY)8X_rsEaxh}q~QJtx9_#q!Z${H!l2@)R6Sa|l4^CC1|Rlfx`^4$ihItoNv^OlM?a
zes1q`F*DBd1)J>7U;}BrA~g{{-mM3EsT|&AT!x)U3|3@EdL1ZL5F5s!+Y}&cX>ePO
zUy?z)V!Q+aE`PxSC(VUNKR{3!`1pxw^;d0eiw0)4jOWbzU=JB?Audh84L_7ZorIip
z6XN}3jHCfxTM-z&m-*xce|s}_wXeoKe=RU`L1cO3o#O&+M>8?crKb%q`Q8NP4-wW)
zKN;-@N+PqEK71#D5}CXvVo9_~sm0o43so7!sOYlM^tyW&=F;mIhR<6%dtC*h3z!L)
zx#~zQ|EP1*=5a0i8E>`~3)mSgsj?xrP6aKS162~(DYv!#pWd(Uv)%Hc?G2`bPaOb*
zC>Mizg5h?+_A?@db}~Jo^(HIS_fnlo4;g<7pog4xYx?Ie2-=~73UBtk45F9Wyf5{T
zLJi(J5XD(G@d>*F<t~4K({%gri<3Y*Iq^|NcT3-dzO=7?Z3x|CzU9uHN2LeS7SLma
z?Qua2N9>3ISW+0wP+;};of)YAF$jC+b@2B0`*PP>{Ods+tCW}lQ0PEI_z}t*->xg=
zpR@YSh|nJk{{dDg7K7O-jTOY{%#GM7shx0XrK1ogsb*jFPluU=EX!SdJbwr*SneJu
z5b~~z32Bt!!9wlvJ^udjUgt3>n!ZVEa6Mn#%BYPdpsiI6@Jt_*olZ+t`ric!$;*H&
zU)>L23uHNYT5+T4H_nT&&M)N(bOT2ol>dj?>MAb)FHlE-jP;#%-}Sm=@8|{854ktp
z`}l1~wvuyfJANt$<d(<kGQEBn=en(e;u#;CraH+Wq(LtW*52D>hN#f)pmsH75gQV8
z(Kj8iuI5uMoNLVDG@Vqg&&zW6j-YBtN@_|h2#Nwzd%ziCxqZKo^{#j{b#OUZ2k()F
zL?y8ipJB55yr3qKVUUmIR+dahGa?a_m#c3;JLIW-)0^@$GLtPF7@^>YV9emnh5(`w
z0dWhEegK5hMmbrtsfpA0p`3s|E0#+j@J7(c`~^jhDVJP6#N7HYdlY4gkDv~Z@Q&*`
zadxz}YKzvpKOfFR0j%5!A9JU*y$uiW4**Pk()eYHL)-n>-Ik~Bt%5s%2SGKkDz2kv
zNqbvQr`k)0<euBa6BTaVFJABWSc=kk7n~)e8OV`o_|iYhD`WUY?@!u_1pw{1#tje}
zoz0bsd|=Qy&WcfXH%c8N(1wv_ToIou{ly>Uy`ybMb0_b>cP~pK9d|A;e$E-J+Pc8T
z7W0yUP7it^z2{9kgplzvd5MBZTWcLx0gL1Q6`5Z4oprocGHs)l6R<z%>;e1*8GG~t
z_WMwCOcD_9{l8jh83?CrT%H858HCLH#hBE0`YJ-0IgJs&Ax|7|P)KBfb-YqiLrNPk
zs=@4o3m@!<8UUODtV19jp}b%75Sgss>BBRoeJ}yMR!f&Z!t#`i??w;98P;ur?9&!I
zDq)buzzYt%VZ)(T9nV#(XTvo|{CI!-2-)_l{dx5Hb(JGfH1q!xD?o}E$d>)Fw;2*B
zA+tv6&yEo~-7WzD^&U<_6zrDQhSKv)57H4nJs5Tyw<*CdsuI^j%u*35i*2o~O^uC-
zPcA@0zkL5yKifgYGRj;7h%kK_U_r*CaGyD4ufY`imCI4}p+8NPhy>xIg|bz$-fv8I
zW@X2i1@^G8gaH2d1LvG;ExC}hNl|9Itw+$q$;VZu+$AM;W+oh-7ykj9`rdS@Mj(7V
zc;XVNfqgUup~64v(PBn=^7<6KWmyic=RleYny76Aev7QY^JqwNgZbG1GA=x9Dn_pp
zn>p5_-9k1J(3#)A0Q4G;h>aJpcne}_MSfW=RV#hsvf?s6y^nS9&2gZl@%k<DS&&+g
z9&&&rTz;IB%Q@kIXFF|yoh<6n_8{g{HcM}9;WU-u>A=^4zz@>YzvUU0(XepaeD*@s
zBMN!WYN;;A5=2M<EXMx8X9RgTe10WQdTU2E2%KaOiASi6*L-V2HRf9cflvjggDLy%
z|K^j)TaX1Fn*UA5(Suzj?(G1<`YeFp4Gj%N^ewKYg`5_4;?J+Ddo>{lf?<ZaU5i%(
zL4elX46QKs-LGkz<VcH-?v=xGz+?Em@#y(I?*@79e<OL0Q<u;j@j1N2x04QaF=PV-
z4kw`etrdp~41NN;M^H8UpLoaNIktW}P@s4e2BK!{wHcsQkbp7p>@XZb3Vbk{?UGZ>
z?rq+bi;_M}L#{mf4^>o9<dH)6z9daeK&<2(F56G~+(?J=%L)u9sqeh7VI*dfx^z#)
z3hXW{xK#A2+*afK-9hIpu^`y~u9{j@6F7$f!LE>f!sKiFFRj}x>=wq#f6#<Rhd{f;
z%BJsV6)L>jB3Lgf%6ey`$*#|Iee;Yu+Ae#m6+^iQD!JV00ujo2&Xh<^Lkyy!1@1$(
zs4RMBGC{`tCXIEyxE6UXx{=2`*m`6&BzUNMr5tXU+;WN9P@3|U^d!kO1?ZC%qdp-Q
zDZqp8Ap=c|$P0SiE4h{91!uE@2gxh3BB~k7>RQeBW9o5MOxG(*ceNQcq0!a2;=O>{
z)oY4gWGScvAXUfo@=F`Ns%bPpnll4tW{8~~*c_qMV>qXryyFu!DmwG#WOs<ZZB8+&
z9<I<dxZ;L72y`MUt{8D0cv&Aemb=iQGp&bWg9F_z`Zd-IN(jb--CgDk<Qu}Ox7Tj*
zqqFu5FMn!UZ+2~6m(A<eOSI)$_rk80MNvF%4Yi|P`>oc_r))vN&Kq5}tDQ~!GRz}g
zG+c@gT%KLRQFdfC7G@<Nz>j{1jhX)$@+7KP$lq)HA{?XsmgaD~yyG*^1%5%{mf1=2
zw6YvodXW(D^-nw~Gd?#*%AntK1(jktK%N*))w-z_`uzDsZK-A$!E~dcM_XtnlbzyI
zJEIN|q9f4IuM_p>%Cc^3STVVqU^NF~3ABZ5fIEZq>Bt=M1LqPP5?`i%pdKEvv$y9O
z^W7_*0Io_^wrjeeq(lwrhd5aSK2;0{dcXyx+}h0>z=KLb0Ead>eb-@?LY6%9lq5;;
zvxH~K@XKp4LjpS`-_^~Q2Di&$fgMeV(KIEGg43jtS4{w??n5^*Ni+ddSLlUuBp6B-
z^_BaWlF>_e*72VOF__~J8sO`vVNb>VX`R5Lz<|tsU1NKYP7@(gw70rp3F2^pb8x^W
zAp2e1glC~EPmrl{HaP-d>`r*#CnP;(A7eaUN8EC$I0_ko{G&rTA80Di<%vSdh9@!8
zFevvMSyKD2F0^I5M%9mG_Qp9vfC9X3?Fh@Tu%V+u5&M!wDqztwSke_s{M&cFq)=MY
zuJB2sK?TOq)m6rIt7+7IIg)<PcNlu{3h0}ytIMkFlmLunf^iFn5rSq)G-p;|*BUFA
zt;QoZ_9|ZUxC)rfzBhiTvPD%$bbymqAxWc6Y{jsD7eo(C{dIwb#j%DDY6eA8k7U)R
zXY2eK31kcWJUA`A^4C+M6>8I`z^p>T$D+hK*JTpNiNjAm6UdI`Ia?rN(%2RGBoWk$
z!}q&Y@wje|&`1Es<LMNq%kLM5yV*QODxbnXr!1$`NLjc^WKN(oX60|I-D~75+SaJu
z`ezDMEkl|fh#-i8R7N}%wzFix4t#5G5GtC$r`7}xkVWm!XPO$|a+hj=2*>7&GDaC$
zQfG?1{it&o#m>I{lken$2~ESXeS{X5ROj5CRK%Wj3z%C$be)5&J3;)_Y7^KqR{mSr
zHBz9K49y+*DLr6Tdj}uKzGDFMwE2pqkBLT}gZwxF+`Bi+F4;J4OpMdLiUdvL8XwOQ
z?+p&p_})*P3+4!9B&Ns3^gH@)M;fbJHAr+ZNOO0dxJsQBL|z&XSx?zq#mI*7j6L?B
z<uY4&zO<!NyWWe(>7uGb;Jqw*;HW~Lc`j>%8mM&VhgDS2mNaKk9DS0toIC8$<&6Uk
zM=nW~-~V>tGzXCMooAPJKJ`z~kFUK0>T3GjzisZOmDxEDm!IAksp0p26SLhJyA&O?
zo)mH9)crJYCcRP*5We?cUqxD+P6(Ms>ENf|(+5w-!%_%Fcvk=Vw@t;VG3j%BEa5dF
zCD%cBo5KR541|D1H~dEs<B|!<X&%U7BsYKXjxy<Q`VeXFsB##pu`41^RsM`7z+cUu
znw#DmEdj7>x?SaaxAkB$>A8OeXzt7_(&k_)2xIArj}6`(Cgsqf*sQEz%~p=^t9O>M
zt(eynciF41c}K-d?>0BVaU)@`Eq33)%1Q38^`8Xg=6Qh!@?r&LZnj6;cv+S*pHEU;
zl8^uz$aEFWMtag$_f_7osgG|M<a{_fUfCn@xT(LT1%O-*xdeQeV_QW6jj+$_b=pSO
zW`nG+`>c{E?A$EcovxU$5s((zBb*OmS)#0T>nI*Zrm=!>x%H?M^mr_J$L-1$IKttr
z7)=VwodQmZFi(L>{@}HI3@PQgou&WGy;&vi(dFnGq7^&E0Qgi)h|BbE(?FHstAK^b
zJl@+PM1_ZUCMI5pULl0o&h97JRsoFoVv1NhE;Ol-fq|5wXnTe;Zwa_Un1{>x8r_10
z8K>Spb^(=|oT!rmD8rP7?85s2tJv%k{3TW5YIlsvKFEJLq26z0m?$qG#T(Dd919$)
z*)h8Pgy3~{o|E%f%EwJg{m&fVuGi~ofG+-;+G;2hkk>SinbL!Qc+G3MKy7CDL7K8K
zGsnyU?_ce1568rLY@i4T{Q+*4JdoK$$`9zny*@Q4y!UNs><p(g<weg+=yLeJrFynz
zX|HIYUb;q{Ra#VpiQ!pT{jRdl7;u{wnC<)t_BH&ZyUho81X%9Wx+jFToxh^+TqpN^
z(P@TKI)>LA=-1Zm1Jg<cbsGd=#-uAM=pMI^dy;sDY}DT)DnpYC9T$%Zs(<l-IgS=r
z82TSOwg(^n&9Ov|97IWh__M`>-3EtQ9qcIhcBKRP1d95y$qO>y6!ygN$F@*F8c6XM
z3mO3P!a|t7J|tImp}cp|y{)X%bxdPUFRh@CADRw@K^rs7lNU2Hs@#hvdx6<g+qY$H
zX?kh0_{!HED}T!4{-C1aywqazc=IXVgo(Pm>{O|?iz%4?lX4*d>Sotgq8U*qu9PN!
z6^7(^j)9o$TO6vG>@e;Hi<v}Ye6PRh!o}3LTiJs)VJv>+UUOZHO)AS^g?XP8FFj2p
zJuT2}VLY2)k|$!Nl%1XEC|%^0HsQG@q&I{eb1Eoz!&vd~3Fz}!2ru+V<|NJcE|+Z^
zvy46lvwLj4#Rna0k>f+@89&l757con$+nDf#H(vsEN>E*$;mgoZphkY|C6LLoGh)#
zQH*^Vq)Hf7t7!wd;PCS?qxOErrYUKujW<BI@N2e#WcHM!T~exLhP*Id+;ed`C~~Tx
zUxVb13G9t2?9;&Tw$-;Qj1}9OtCkkm3<dlK^`6kvR^!2)#T`!2$k(6Oc3V$$Wr`N*
zR@kb?#OQa>hS}0F=k1(Hl4QA|qil4dQ{!*VT#t%jjgslClqvhHRG)~XD?>bChacR8
zJF7B?G;?G#bcj#1<+|cPo}zW(W#PbZNBs9QDs*E0W<RwYj=g1?TC|%yD!w*`H!!bA
zvV`n=<j&)~G9P6REh|s%yxFT*y~T8lsycm2SH-AlU|Z#0dt>62xb+>jvW%G;ppF6<
zt$sH&e|624&%wsvHP{F~+q!{8<^iK`Z)cmhR16mxSyAcq;F0<gWid2<`*TWga9yFT
zTh`^AO+N^!aB^Nv5I1P5!frTZ;DB|+$F;BP$e5^Q3jh74!ookscsN-?v94d+$)xnl
zc#Dq*O_L*McpZD8BF`7yepSbTG9egOjxm<&Rtj~^tN5;!x#fuI{yg!nOKNg3*^h5h
z)h2F=XZ$>rEJ~AVW$zMjXX3>i)xT`Coe-wZuH)9x<0oDPr-dI!{<trLK75oG#RL9E
zc6pGXnRks|b+d<ieg@x9(_=xN2e=(he>LEn(z#{3KMsC*Gm!~*)j%dw6?5m6qcE1~
zAh7LhF?AG3#P!GD8%wLcVBd+CSrn4(E(KEf3Fl*h&4lqh3{gOK{hheqb@I-ldxnb5
zC8Kv~STS-t?`*Liw~m7sRs|=Vy<@N=326;KnuW?VAJS2KmUH7$I)vQI0ND)QmZ9fM
z8)@UMY7`n-vhbA&s-A#E@XN|a9?(MKCrDV@lwY`X?_hUGHgQb<KypqXEhI_7))!r-
zIYaDPh_In`V%*<6&sW%fMz^}q%K|3^bzA@`K5D`(SI%zmr7G_mp-ox$+u!@PcO_Xv
z$S<Ium;Ofu3fr&HMv?Pm;R{2Hs;ZH&*&%LIrqHK$I42{*j5dIOCZjy}B%UYm5V9SB
zU0T^Tkt%d1EPP%!%C++gRRFMR0j`vQAGx4jTkjj^%Dk#8X?6uuCnV=`_t_l~OMQ=r
z$z4m;@6XfJmRhM3zaLY^*yKUYD6mK2-|bP>7uk4RFZ_Pw=cf#x*Iv5MQm^hPAI0(h
z`9$<p1iwS=q1<No)0d2bzusoq+F?0X7kK_BDgb`<fzzFR69`Cl#RIGbLeBmVjyf3l
zM=P~v<mkNqunc?h4^l@tVW}_WhoGO`{CtljIoLU9QzLJmP<4(Ls8ekuFMA8rSfMz+
zdwMHzU~6w-fIQ$|d9H>I`X8J%!!gU8JKX5Cs-@PgQPu!z^fUB;@Q+-po>I2>hAFQU
zV;b8ITd?BIV^BLYeAhSp2>+G_eOfymv1Og@^-#H&ffd}v0zV%NO~C)X!;^M=W}Tf2
z7@_%8lCtFKP*auv`A%&By*L+Y>Xmy4>HU|b&y^Dmf0<eSwg2h+Qo3hsToMu=2}tqq
z9)VUapvtU*ZZ%b2rM`%qEWeOnww}^-?a(KYjKtL6Y8q)BerO+&Q_E9TqloX4U%DNF
zmVQl=&Y3}ndF(v+(hI-gteIF%n0(xStEtXv*QjF*aP!sN*pKCKurf2-mTT$z7XK~a
z+rZU7SRkdEnd+hzvqqNwixXTye`(LGwF#d1jm8a#fAQqRjeX8u-BuA2%lRF-J@SL*
za)qZ;ex2#{ZRZi~8;;XwXxs4v=8?0ugID+=<gJWEHI<WTZ;WX;f}CsiF-?_1I>>`@
zKdBZ-X~g3yy07ZaUY(CxbqZd$3^Zr{be%ODeMnns6RwHzq~eWdJLtNe6xI4FYkFv1
zg)8TD!%tQ0Il9unoJs<$rnV`%0kr0|%*RYYB_ytFiL_S%Xz_$#;ayo^tp(Ty>Ktmi
zb3^y`*@x6%Pzc#lb+7W?gQJj4td`oLzGEgj8-0tk)&3-0`-ex@E#{f6&c<KP(B<~c
zES}RbO2&-#%HD4}U1<C4Yjsw2+w{F7klSCDMRFI6jaV!h!f5YTp7K1*cUTa*i6SYV
zW!(Se`{!~eAYP7rybJ=x12rj>Q0yV(T9hXDfMQKm*5d3w`LtplCM4XSO3>rHU}gz@
zeXFJRH*L?`Ie8v@=nr*2d=YaKUC(uN0@!Up$RMw0x3^hBO_=C^5K7FUKvxD2()}N%
z`S21wXvaOJhDIOo??AHFJ~9tMy$t{L9sd7kkS&9@eLydHzm@{Yc`tgL|IpXa5Zlnw
zf*P^WO5fQLs8Xd4h|FL9xw7+ZvVUpB<`Zr-WGA`iKafnPdcU{XepEAP_CU31A3y--
e{Qot^-r<u9Qz!k<mDO;^%JLfbitapk^1lF4eE%l^

literal 0
HcmV?d00001

diff --git a/stats/LRU_multi.pstats b/stats/LRU_multi.pstats
new file mode 100644
index 0000000000000000000000000000000000000000..5676fd6c1805ff84235afd5b8084035a50761e79
GIT binary patch
literal 570077
zcmb?kcVJY-^QR=#&^w6I1yQ66i1!Eyy#xqFBzRtu%gZC>!n*_rC@Mt}0YOj@MM1ED
zNK+6I3n*a028eJfO+XHmCZdAK?=!n^ci-Jh!|(48muGHwc6N4lc6N4V_G*igSL%07
zF?|!gnGKALET5U3ZX~vHC;EKZ{%q5e<q9?~R;*Z{ygSo7-ksq~&Pn&Sh&1jiUaS}^
z^r6!So%_8-8%=&pT3OP>uf>d3CD5)iZ{kJ|8E$`;H>pKLL5*9t;EjV_sM9iTw~=XN
zyWQw<7WGJlt~a0mVS_ncH2u^&f6py`dW0r=48BT@D!X-WwuPxX-ItVx9t&tJdmKTH
zOM8;W<`^ao@iKKth2DKe-Mbeq8ldUZgAIlbY%o}L_yV;l>vnrHv%MzJj4<X>D=PFD
z?}kisO)pLFUghMsr;L7@MVH_g)TkOm&7G4;7z(;Z1XJ*vSq+7L?a8HW=D&Wcrr%Q9
zH}dQIT51x}ENWlc^rm|~{!m0uy`j}Vy{E6HH>><nt*j$)+9W~FrPK!G^iE*pwBuQ!
z|K?@>Pl4yfN}Jlf)~vr~Rz~F(5eyBEOW@xwKfV=TTho^nAJm}NSM?Pxi%``pP4y#f
zL;tQsgZXWKZlvkrL(GtIx+L(Z=uR;*lieQtm+tc<hfqzlkWIy~&5G1jrSPt@e?PUX
z%B~KYUgGt89$9)<mNv<(Lv`#UbkvbBYZA;_;V=ijGjGH!_Z^!4v+K(yJwC*IJ7GHN
z0Oplu1uZ1d9!!$yNp}Uip+~GJOrd9jJBiQY)krW775Ynam%Ow7;9yOD5cTSziE$J^
z2g)+ySxc#aR$`FBcd54$Nr@qgXw>z;65bioS<^RtUgF1N-$bi1s<q;%BS4yE0n#jo
zB4nNX@!geOzib(%>HA9m7|~+84wx0Fj(sj-@2eAYE@r5v$G-W=!s9=r<iTxa-m5im
zhOd^UUmASo<=LO!B)QG3Lfuwn-P*YG+s_kAce!3q(-%x%yEbPfhO)Bcm0M!EBt&O=
zl6;xTo&-p=gfV_!W<s(z$(QUkTV>@2u|%;Vx^nU40=qXM;8f^o1K+Km^YuoT{>bCk
z{;pE@M;GAT84k~HWP9((@+75sbgw_b^y=OT2|`=}J_py7aJ7T(vv%v^i{Gzu={t5@
zzFxEJ9s+%PQ9!c}0N2<7#Icf-d>L5=L~)+L`yFYJHlppf0B*Jb20>cTCdVZRp<K+o
z1BE_*YK2RGH2lP+Yj5mcu>bHe!li9dZ~^0Dv_Qf1(nxPt&}~E<dc5*j|84KO^fjXf
z#@9&xj-a;;hn|s>o^52Az9g^TZ)ECr0tRWRTS(i$asqB~>Gw=b{bcNPHaE8w1{Pe9
zjnx-EEkp%Q3JLY;b8jw>{P;K_>zI~sWKC~!PExkv%LLpYEe3(Dg4?!7^|R;Oe&Eul
zZ1#LUE}N0KT{yO(oHWMB9OG%5;LRLon7+&m>@4AED@K*v^zPi3TRgjIFQMJKNZ>8@
zp_Pyir_T9p<I+EOu5;;J_#YtHg>Z+3x{(aMAt?>>nLl(+j}0#UfjZt^mmd6{ptmU!
z=Dw_KBg2@;7I8kPOS06D`liazQw(^kA_33xnErwwOUZCGeeaxa&ok~Tgy3d!3W=Y5
zL_-k!VKFlnh0Y27kxO6R?8<`+s{BGExf@sy14jOYA${U|_h~RBA=c|p%l2g@#KetA
z@S8~qVC`{U6B|oHPPUPrUpI`)IjhTc$%VvG>c+w9p)6?)0i9$NVMZ^c{ybyjU;7B|
z9R(BJf~!NzObrK2B;j=V`m>Xf?TUZy()WIGs7&;=-w1H0A_30yWO)4$(cT1i_aS{^
z`i1wQ7Lp`Nsh4l{4vG1J`nc;x`-q7jJ|h1v<a*-M%b2pmjdl?mlYa+X)~s<^+ZPkK
zH#~;enCPKJ=)yLJE;l}gp*@BSh|j;5yeM_!1Br_slz$hJRwvp$wW0m1`~TB?_l%3~
znSU2@6wRZXoZ8ogb#cRN8y7pIf7>GTVVjSRH##42Lwe=kgCvw~7r5~rM)c3W2Pv#=
zW4Phj9yBDbC{tlmMgB_{!}A}7q?2twyW!P6xO@H`<i$=mJP|`;3!su5!v8W6=%Ij>
zExWK$>4pap9~+lHneyu4hUX!^cm5qncC{_*8|J0>esKj*Nlvv*eYx>2;^L!=FpB?a
zBH{<;-vbBy+W)p24ec|aNB&*Nx&B|KVt8Di*!;VYQ(@aDZkS>3jW0?MwpCY%u4<`G
zh3TrCJUDyUPO(kGH-`xs=?Q+%garI+dOiGToR3z`XY?JH{_%pR@7%D4=}5i8;e{%W
zS!p`Xihf^?i347Odz?2j*=Ht<@!)viOGwGdOv?88(*609UoN)IZr8{*318AS-7vh%
zr0m=*f)3z@ht6V!;cwINil+FIW*rV!o$)wbcDeMNAuAit+r{+LLXI*?zI31I$?znM
zH^^|vv}y)0AA3RQakmgHV!YQ(o9NBa6OujI9++@(M$N$_<Uat;+dIK1@0|G5H|{)9
zxeykVeWYe*XXOuBvLM&5g9N#K`22;kjD(!xGc$_D;!t@PUU=ozY9F#Qs#Y+3v3SyR
zbR*NBfa8HVHveOjI)#+k`(%fAmVE2d&+7W)Ypz_Rq1^Ldy5c?NPcv@1{m^9@$WBs6
z|7lF#ah~)XPc}2ru#=9(TzPOVXJK~Y{7+*lY@Xyg7F5KT3b7?*<q}Y`38i||vv2|?
zisijV<e{8*6CjEepB%&ive=cTT@!PR^z1u~%mx|W>{MTJ1NQ%z`c^oRv+EAG8`i(z
zEp*;|4uwAImuWdOnp}73U;T2|Yrk!2M0WdU>DPsM10*o5k{~^^z3${(oH>o8P;(;R
zL~yV_+GgR}W~;~uWCPgPfguCvo#0K%8=PFOT$?@N5?0yZk3cX`2L|QzboY28I~A8M
zbOMG5&hU-%Cbx(TlI_&^nr<gfXnmUXf4`lkXFU16=fWcw<W+(32VL7#um)sZ_(X6c
zA6feJZ?5#+zi`wMm)?5Y%1TYnb=6u}_dVCBVR?pl9?iJ5ai6e!Ru$JF#xA-Ns1<r8
zVBL!V=ZGNL=!0bZ*S+;d_brio1}4R`*ETfhyi0;88vziN-Kn@yNcXa<rgX!fjkY&Y
z+bC-LeB;L^JY4I7OFwgG<i-}Kg4CAT)cd1*^JP?lnR+BBV=krYTm4@?aqP<Nntr9z
z6Mya*b3s<0kFLyRtU9a7tB*J_%beK!s!LBwtFk(B@M2m0d8*E#vzkFNVe3`CpLF-$
zXM!$0rNQ)NpDcM)TDXJ1;Ae~kCY?l|-|NQg`C(s%m3?DF%p4W^@=m`dt%@9_$q#wC
zGM^@(BD+(u5zu%9qhf{rU~a#uzm|ffTzm*3OsAGrgi+a@n48TE<rYa8UG&uhYahBi
zu%;$IMB@cCfo15@jg0FdZTjqLJ*8o(rkXB3%+=wfoBKhZy-QQix^(ejz8PMH+o$&k
zL-ih)c{8hGxa(tNROpqa4n48|I<6JOhg=jFh@y3{2H3rx-)*gb_jp*HAXi#M+E|;f
zs7OtJp?uYOgMy{xMW68!Xc(wWmoEG!lkTn1*uE|tjRgvZ8;!*!*%M$0g9?4ai`PFc
z5z$+dACpYFsR7qk$3NzKC={azjuAB9OcPd1;gf>90J>51kUbhxkV$h+h2Hsre-5@E
z)k>2e0>u5108y4*mh#Iavn};Yg&udTcBZ%0377m36#onT8dT^H>TeJ0ldOT4tPeTd
zM~POYk~~SNBy)^Us0kJN+yNIGPu_ux+tRa+AN@Udk|OU(YEqS7_F5Olp6qPXkC7D6
zT=qDJ^@t4v)^haNglJ5KZv1#6y<e+tntte$KnuNdU))G-!}tI;7fo29|K**y*QH~r
zPn!4Pn0g&LVC}Nasi=0>B>%Ya*qnmsPu>7Dp>Ha5z9%gfhVIvBb7~N-H?X^@d@RH^
z)2)OhJ^-t8IIK{0Dk;@tCVR6J*uRj8rjZD3mR(txD;2^)@Io<@E~a&EzQwJO(7DZK
z_%k?N=?$WLIXK`^n8s`2VH;$SuDQjPNi2O+VVS{~y5t9d7h+=+gUrb^AUOS=bd1=G
zvjw}|u#d77_3|zCB1g%0vu|ix$k-loWtcxH{oZWd^yOsX>MD`n7udS7QHpPRZ@YA%
z38R}r&W~a+^e?)RJp>`<B)JrSg`KlE(m)DPtwaxAf0Bf5X9ja8^+bhr$+lH+@2(pm
zlP?+Cn?D<BQ3gbT0eJ!q&Q2yZ2u`LI;+kxOt3{zF5ZfU9?EI8BWN9N1N+QTph&@O^
zPKPYbY@;Z&-$wuNwSWs<aXdx`g&fdC2N{V;{!lIo(!M4xYRl61Q8f#@Lu@I9+#-rT
za<Wr8sUg^Dq$XKlZe3DtC+Zh+-7Ub=5DFr{oLFH<0d<Oqxqpn|&l_`Ez<d?|v*a#!
z$9^BX^wqbWp0cj&*TkMhCw|xhGmj8l$014HRPqbwt<*;$XIMcUZ%)#fd_+VZV-WXT
zfL}xo)f3ycYtuGwBB|+>cUycU+iz?DX=Y*Y9qdzd0wra2Zr`~u_!56H+kjt09!fOy
z4uyf2^D7SCMMod=n?1fT_>w&07zp@9<WavvK$vzRM6!Vk2;od(>5B(xii^lYsoq4>
zo6jJWl#^nVZ~a?tV4-0U;S0?^2-SxW5pvTpTVsHEIJiu7S&GL*pkcO0rC>CQKtzA$
z?8npyu1g4PE#XYt7q6d5^~=ZO<eu&woa4<QKN_Wih?VYW=4agug3&SrEwQ=libGj9
zMl6)fKq>biUzQh2xouyS>IZN7mCI}g(5RxwA^FC(YzuXC0W*>-4R%`NUh2D?8wVeF
zsd&jZF<1tDm}T*Ieb&~&-#ndu+NEE4;l0s!4!GblJMjM1p3M7)0beW-@KhnL4wnCi
zO~<pFVuQC*_fgcn^FY^$cTd0aD%?Hnq)R{4y55>wRx_hyA!0YfW2WU~`8_GP@3;I$
zN#$Tevc$TYW6o`%YGxts3fAy4amaO8Qx)CBGPl@xH}Txv7@g6Xj>#3r8PF=-L%rZU
zXhxWn`-m#lh$^jP7yTM+AEoKs!c$W-$q5!rv5KltVfl4_t(<bquDpuk8@W`4+{C;U
zvYT52W2kYZ*-kSxG{<gky25+sD-P<At@omFO|mz|18*<~Wz|l}jfdOB>i?XCP|-$)
z(=p8K;h=*Rh^}>s^x_m?7odggF&5E0{@lzYH{B3~gSV~ayr@z%%*~ukxH~y)xP&yv
zoYVO;mu_<bD;ghXd;LyoD?XCzUz}k;?V<rrhY8T(Sf*B<(8P5ypJq4CMRfe+XHY4C
z#psGW)7&oOm<rXqkY@H1S>y17AKi*2`!ezsBWg+TnVl(kawhR)p5W+`t#GNt!NFP}
zKFmp+HfmnvHYs);^w=zX0Md~kj;Yr5TmGVuPcTmWTmxcS^uTb4p=aT|FZMFv5bB0o
ztjVtR@*QsYSVDzx-~Wf636b#esyUOQUo1;du>XJQl|(pQQzaX4(6dc$um&a#CT$$w
z-J*^gmE1|`9zSead`lvPq#`3fuv@gI#m&$y(yrC-e?}d*kjcLBjzyy=Cb-d3h?o(p
z_kZe^`AgHS4jF1JI}|&rSVIl(6FZ4b{`|M0%09`=X`~p|PGIj=v83otYN23`p8wlW
z<>tTyT>b}4PGzQB_xRs>%=YMPHtiiM%1X&DL<xrYKT_76;mOQRH!^c3<iG4>x99G9
zc=MnaE0Ue{f9^KNpI%6}d_rxuC3HLBe<QDTmq5PR4l=8Ax76|Zmcv~A|Hnn+F6^RJ
z()j;zYO{T5-pqm>uBAk^b^AXKm6UmFq1w4vkyq*n>d;k~*Fvrb`?^g|a}A9z$RGtV
znf*x_6aeK1IHnLs5eAv-9<%_MII$MG(qDyvM;?EQ2v<4gEF~Nrl2UTGjrxUXY7Ae0
zk|#5hX=*{b2^D~qER=-cY{jg<MInUb(jc7=1Y9+BLeN>B$~#DDD#YQ0AxuFFxD{o(
zrJcmF)C(2z)FDlofLzGUgatX1d&=<Rj~%!ohaj(gYbXlZq=KbmzYFJ#JRoyIze5Bm
z3Zav8GH`_%4p$LcP9Uc^J24f7GrSo_Hq<x*eAG6B3SqfR+LX{jj(MEryr$tv7sA9&
zW;KV7^Fa~k(DY`3(kv1)oFWQwIfsG=0la0wy8&kqD#O7lLW_B`pDGHug^`X<c7en;
zX={Ni=<>`WJ_@IZgpTDhE{{kYC6ze2cZAr`3o*1v;NA&IUWDWL;7t=|Xki1PLSExp
zAM1*+*d_cN(|M{^r$k|5kb!I<OCdy;j(2vV=go$kQ$o)sh0sMpr=Vrxb3Z$U*x@U>
z$gNuNJFqXzW-HtVJ()O;`JlG9Ya7m!u~HTad$tw8^{LC8ir+#`A9ClgF;*cGP0kIO
z55i}i{HM4R6^DFWIE$WfnbUdaYWjGe+r`}|Y@m<xDzpjnomlReye?Cr3b_lG`1y%Q
zz62h$=P@0)Dnx`RkX9hfL?PB0*^AWe*~D5a_bws>6_%^)7a>8AMJ4cfzixyRSV0zs
zW8LQbT*%F`MA{-vp13Qi6DHHXqJ>+?6}jxea;^zE6^9&YS<EPNC*zy~>x1|}H--2+
zI=e|k3^jA{$%85LSaLRYFDg695s~trM=!6^oKs<q1CDMYM$mi$f5y5~V-{|ZI%ja^
zu~^8RkQ}o$d3mD|Y)EK4PFid~76W|LrDqLV-(cz&H{^SpgIxn|XV&q?&f1EYQa%cU
zGv=*Z!8@rOgCwRkZ~iQ7Aw{v+*!sF*R)lhpXE#j4p+Y%@*u+gC{xxz)a$554MD4di
zW3ns1u7c?n=CjPzYd?!<PfyN&1CVk}NLtKLA%=ypp8UAE^CnvzQK+eiqPA~ovBYvz
zST-y;tJ{`xi}0a^M^R%nVLj0(m~gX1XdXa?-z!Gp&|$-Y0@X}-09gj6ya970Lw$1`
zvN;?uS^HBFmkkv*f0QL;p?{lCf;^A_O1Sd5fptrKU{nt6BE0h~x<^D370>ug`1e|y
zKU<Lws!82QpaA&I3!4fC8N&*erzy2yDx4)u+w>Nqu_!O@P*ssluhoH4&c*7M$2cH;
zYhg%d;Wjq^sgSEps1ij1NgHE0NJeHVqz%-5F<QtOQ;`8j*bMG{XJ0~!1Y&2hZ1Equ
z%z2!3R29ix!UBRJ6{7a4{yl6_u;rHb95@b0=6sF-t4@VQ00aWr<VukdAhpptkJu4t
z0>Df`P~;Wk#PABy#?<gcN(#ob7Jn&4kB{vmaeMkHX*7l0@+r`^6GN~LVQYa`m$MSQ
z_%IiTlTJEn@U?W%Wl{#A5S^Si#<@dC2I=McEVlJPRI10X9DO5g&fN`N>wf;QTV+ib
zAJW%VIe?3wWE}~d9GuN9giIuJJ?8$$-yYk4Hua8Dn!e?ME%$Z0?-u2;djt->CIwA|
zC^q-jywLsdl;WD+?eP~o&s|)PY`leRZlPC6JV%b*NEhskPDD>i7>QU4nH4~egnWt3
z?QA4A>Res(W^9jW<fe)1HR}Ae)T!_Uj$qgqR7b+3R90prhdCDTxjVgYdGW20Rbw?h
z=aKh%&8z%6V6L~pq>8$uj)Y0x`sM}()BFnmaF~3T8?NblM_p|7<y6FFn9CJRR?+eg
zu+@<;)vQDsGYL;B^j<GN)^y)?xc%3={@e>4_I6UUIGubF%JJ9>?gU;?GuaJ=i0~i?
zyZ8KW9ZSB`XX!sK{l!al-e~@=OOn{8`8w)Im=rz2BPHxGdF<k^E`8&;j@rmsH6)2`
zFdcOy%!+Jyh97owmZvAg*`G(Wf2yRxq!v7o#e4?@H#ak?+q!Yom)*2PH=IKwjfq5c
zD)i11vbH5X(OlE}4W3YU;&<(V`bPX6zUKwhA(&*04aT8BEJsczq3+H>oM5}QaBVLS
zre%e`cfx@y2dc$rdRoUG9eXb8$0n7U8m&ReKm~r;Xr$!2vvMiv8pXEoK#nz@mKBzr
zL+H;lqgE_le&B8j;9(61Q^Q(r#Elt<9rU`%^8gOK8Ce#H4fx%lLjUWj>8C1pYAbS^
z-7N!Hj4?zDD@#|cQm9XbUT%9<*?NE9rRil~oOSoP%H0$#3aBILn@KQh(R@TQa2)1=
zGq=83_ANvc+**F+uaWDz=LOSIN5Uk|H#gCI*jLKj;g#>NnVF1KQoc>^wz=m$z+6uK
zM%b2xqmG10kxb?ah9^4;@;q>(Z{B%*LOFz{jJ>VQzQHSKMbrKPn3N`tRn#4IBuq+}
zX4VadS$w4H(UhGYO}~F~|H^e=1xyIqD2haI)7?8MFR^GN_9(RlKDlqlJKGjVX!`th
zpC6fOp4ZGz7%t|EgbNk=ffIdyf9O`YAzk0zHRtl--$;hn3)jMkKk{-+QEEzK?e-Hp
zUB?i|_{^Yn8{fQLGk5WxR27kINuQfqqQ~utshas2ucGkHjO%dAgJ1sX(svHMQdWN_
zg^<ZRwU@fh2r)D?Au>>5rPcY~rJrhF{_VS0)Fx21!pEggG#v4)jFMDXOZt>cul?&|
z8Bewyg_U!qPB;jDkw8<x`nJ>r_DzM%howKhW#pIBvT70@4wsR1pN{y{kc3#~8XAfP
zPHluQHYqXju^PX-^m@OQ@IBo+gTUp5QyxZOg%iJ$J>=52&bztglDBIRkU~^C1EC}y
zT+!M0>W~quc|P6Y@r~VIJ`Ml%7aLz3-S-)S?l_EuI+&O#N$om!x{Ihtd!rb(!kBAE
z0hivY^ZXy4pZ2&W!c<fh^U)d?erbBdrQg-}_1h*dnXZ{F0V+h<lH(q}e8bjK2c~Fd
zD_%t*e|gLgPkwv}bN<Y@x8EC_V`%2?@G8HioSFXGKj`Sz+YmPAU!a*^^D2sujRE)E
zl=&@Y>D;n82Rf~OS~K^ALy^&qZEG&P6n$ifW_}-Dg&*dAcIjKvv%iWPi&Tw=colN$
z<er@w`pQyoT!jW!b?jF^KRFm9I>xIgx(Mrr-eT!-W9Z#3%{;-Y#Nr=*lCN8SXypN?
z|8VKQZM(icZGX0A{=us#+blOPBTRPF+KXG-x6h`vP>4-N_{FDtGWEoqblro?piG2&
zd6~dsEbUk=Tp!x+(tF12Tt0MrjAmX9A5Z&n6FwL=8wR%t-G@F_b8-*O{5QOcu(Rni
zXT3EiE(2AHgJL19Afos6vpaXky|>cT%!u$R(rvZR#Kd3T`Fjxf*ep$yw;LD~okg}8
zeSM{W-rX=PUK38Xiq0?mzGP*?_n_WPTGq7vS@W?x7jKr4l$P$Wjwv8~a9Cb*TNssg
zv>KHs5I=mQz03%1r*j@`emQG%kGMz16Ofx6q76AmDXyx3>mDAcc+jOc{OCZN<dy>o
zj>E7Ky4Df4MS-K(y+ULO8=!+9gqx%O+rT{|&fMZA_=Ow~ZSb>l+mT3N!*+n?7ct+t
z^!4w}-2Z%H9D%MGP6A+=KLlZm*N2|}{P@ghCfe(UL%;zpl~U}&&N2jiir7>ZgDK)t
zVY(7m(INaPvD>|`$%L4?B%;lqi20b1aSVo^G_n1joP2E5Tj#Shvm9q<#Wz2<t+xJ-
z*DtyBkKS(>^U$Nqi$F@t=`}HlMRyV*nqUY*IxB9HG2+3h#<)&3rV(fdAyP6kJlRQ(
z%x?@L6_)=6f-}c1`nb;@fAuCP4ow8%Wmy#cnm;mphlJD|6Me|@S^0+vjB|%f6;>bn
zh}1Tl(tlfBeJ|q2|BCzZ*^K_#1jNA{i4)m<oE?H1jhw(@U3M?5^#EfphyIa1F~bu+
z5(Ppe;nHU|8}vz|#|Gp%5))DIK1ZUySehp)WL^oq*1A@kTi?_tPbDT1cb7?yJ2Qm|
zcW#2rH3#3(Xy#|-HPiCoS6klUV(kuZi^Fj+Vdus8Z3E_OW`%HpDusKGnF(Kfcwvxc
zRtm2o_xaM7e=q*y<GOT;R|DerED)kUF1<YJ?!k$gaEe#x@{JRmwDq4w4chPSqM0>$
zM~Y?nb=NO0z3-uOr5^usoMzSzuOju;5nmmulQ9e(-4c$jNZF*<Pn$b`@2NP=Y#3fe
zPU1;z#o-SsCTM1NObgb!8qug)8L=lHfws_OU)0K%|2n0aJ$My`?j12VojKMKLO-$J
zQ?E|k5X3B+y-|rBE(5jUdrF=b?#!GF1gJv5z|qG8$sHn6_!SXynmkkMQs+I{9?k5<
zyHS(KHz-WvE8mx2wPC?B;yA~)fHV`ztZ3g})C9<`_#T=_Oy>{?*aM6V4^sy6me4$G
z1xnu=wf}m4ag9-$*)*KGd>WzU_v`ok184j6B!nA<i(uj3oq>z`Jl2Y$GRGED^ro|o
z-)Z*KaDvt}KWKnTLcG8vO5CW4b#q~mZ`os?cOg0yVmvndK00lM?2Yjlwvf6?M)4F<
zI4q5vZuVMHb?OZOw>n`PyB)ZiL8;B8jjr@X`C%ypybzZkfjR!gmX<<t%??|Uxpuh&
z6?^^)3H|pUG3o2F5{b-(9X~9p0Cx67BQwR9KXguW_#*t8R$_gXJBp%`*f3Ad!NRdF
zlI++k%E&dpYrVGk>L1C3y(7_9sLJCvn4@eP+cYY8a-(=Cw*M1NCiWqCj{S;mPCK@z
zLC0dv3SLk^<aBXMa~%TWxZMgx%DVg`FFQ{GqF=Ib#LR2uTqbG3&U185j=^pw8A1-_
zMC3Zt_wFbjw{a|_WS?-s!#5ZhDwaJp`}v%P&rvUh+|^t7+p@mq9R(JwO%y9jcC3Xb
z&b0mKHCRR`-I=uZrkzg|ol03OfmHZbt*&{w(oqsg%v+CqbmxWR1le(InJ4}I5YrBA
zMop|F|CGg*TWsCZSu=Av?bLGm;OWJ;uh@XC?AFxzAK$uUDfR70n+D%1%1fNLAA#+r
zl3OV*BfZ&o3yY1Yu!Ml!94-PW4Ol`_x&fDgaFQ_gq(bk$y7#j`{RDk;bN72^H(kxl
z01jIYk_8}*vGgF#N4u3r`{ySgZ*%`Zre8X2C>&IZ*PC1zIH?}&&-f$y?*5O^7#%B^
zgL7y3(v75CT7KapRdXb-dA2S&@Z#HFFnN~GNK<9jJ-Z&S=F+G?Y(V9lb1r>XwdfZf
zuXZn?=ExtyQM2M~2`xJ;g_cy>K3FvV<ejeJB*Gnh!C`qbS)zQl9~1&?U(*@x;a@W4
z+`$(dm~=GC8<NxwmQHB#&6GDr&=B*POzr^hNls?Isd=j!QXGH#!RzxIof=4^%!guD
zdL>XSXn;clr3YB~mh2%qQXIEzU3P1yXS)JDvmt~>2$9u<alwn!Ih9vLe^j}-heqQ#
zDER#am^`F8>AgNtC0ah7x6RX9zFyNTC}L9z+O2xEnqT~^Y38lr3X?og-!b>}^!_pT
zYa--K@r`8XA#{;Zy*mx5kc6b6w|cg_(~twBQeC*(2G!+4-8lDc^A=JUj-#H4r6LX|
ziQ?S#<Xr80>00k9br|XDhYKrzPNIsF4zb-Zpj61XXnj-tvZwoQNyrBuWYpnD`H*2L
z%1KABnk(u&`RZFq#ETBWLfWYC>G4h|aPO7l^UuERW^>LkLhC=p&{#P*$)6`gv1F)Q
z`?aEm6hgm0QsL*%K6_X*9|Dm=&Jxl#cI>tHaK?hguw^)>$%ScLnYU{~=dqf32d|<Q
z4>wIh->yHR@q2sPGQn9peEyinQ2xSKc2nob?!W!@25RP=;h4y9-;8@=I;9-+Yi7G}
zOr%OWFY3@gEx&>Bu6;NZxpLN=zP$Y6M`LL+97he2oiuM%#1<nwaQ)j$itR%lw0T#0
zem&z3T!wVax5KG(hHqT4yekgf;Z-Dq+?2TW<gg_<I4*}*k(%Ls_cq(GqX`V1UBj!$
zLwC8aZhNS0<zbrX3a=uebZL3*aQas;MR(^_)MUyN^-J9jv>09irfABC5W+Rm{(eL+
z{_v7+4{2s!UPalNxil=M>Ei}JS9(~bXEbvFucCA<?wkNq^h)2QSqG*(p_!w36~)2Q
zy1Q>~iDADTAFY|*a9rewntYq(Yg`Ved!1KNBU;*Y@}$|-U>4UlRBuuxXOm_cyb9ac
zsIZ(qabO-+?3V^Hjb;#2IJQNmE|F(GkFl^XI@K9BCL#kuTFI2`%hS>bl4BoB%?=A`
zvcqEEROlk*t-d!U`pXVuM`)%meE8B9^TvvZxBe=L1x)@6A+sed7iFIqxo`J%*cAQY
z6ylZ(oaE|s88_&OGvMN!a0+qnfPZ1tTf2KyPW@Lk;To>cl~b{5b;A9=!C-Vs*9Ke^
zb-2+Vhq@Eq0k@y8!LGduIWj6=O>a_;X=LYy%Mb-!US6K_Klpa1q<b~<VUB>}OKv^I
z0p+hs?RtFvz_Xf3dGA8#C5Q2LM4jR_=FHX1so}$Tt@*`=U#@_ZmMITa|Ipw0DG(#P
zib&C+H{CPuop&}pshQ-|5z>*IyO%e<{N>opB+Z-^UPanPHZA@zzG`DEX}Wz5fx`XC
zest-xU-`H7U#D@?^)#;%3l`$GL(WG)_qOkwUW#oPPdw?=AW3(`b)!GQNX}%|Oa{Pl
z3Y3C6{mtB$E`2>fGs(j#1SRR^vojd@vipURn((Alydt&7zk96d_S_j@O|DEKP^4MD
z_|iKQV|(?|%w^$KBrdmCo4oR+ySy~8?%^9xp2szQ5R{pO`9>}^UWTV*<lHL}*R8K~
zuCUs*A(nb8#CJN}GZ+0JZ!sJ~nOU!Z3mK99Ti;f$-@=iH=^48J)|aI-In_<Y9`ZVC
z)SP8+E?Dc;%%`}XpjMWg(en?_JG%V~X2QNfLdzI3e?sQi98YoqgO`V8o?8Wi#NkdU
zH~PbCF1jaeTdbLHgfoZapTkkV4LO)Hl1NyHtWkc0a61=iO&Ap%%pkYy6@3r&{pfG#
zD{pcHl&q1)kS6h$#&zkrNHd?|bRCYG+$Ze%(|`Zkv~4F%kAJ74vG(9^n(!=CIyS#2
zyyDUacYZWB^Jubi+M)cp=IaD9GI$C97^Ik4=5#puT$|J-^`p~4IIg@OP8u#&-Vxav
zKXM6w64kA|iQ-&;)@3&0$g4HXfBDL#M;*Oq^^fat_5EphN8BwE&ru04WXyr%NNpX8
z*cuEM?y5HlN+uv_7LE`f7Lp%v%+|Qf=B!F^D*iDCkm-nfvcXM;+ag*^*8$a$aL~0v
z-$0zd!#k3=a1p-K<xF}de$mUkQ0(T__sxc~%Au%5CDPyNb!InwW%5*P5sq|Dd?4~Q
zfL~qazHkyt-(yJ^>rN+@22F*`399$Jv~xw>!B8))3mb(CUvh7YY$6|$lWie}FY8t@
zPob#*^L2t(`9xrwNROn@lLY5TeByH61o2;1*k;zsVWg%_PQI8NaTBC?T2hm9<7Y0j
zKBuOt!W+ZcSXOad76}hu=}GRqEOJ)q#wTB)E9t`PZgH87IWCHH;up)O_;Z)Ia#HAW
z7CP+GYnDx@pq)iVupYc41w|x;l^#sux=2+KW3@(vOwE_VxlAyZ%-LvO3$G#>QAiiF
zBvxF=md+(2qQ<_B`E=jrr)NkDvSJ2lM)_g%@LI2)IH{Ta!bvAP67y*e2(Kb|KzhBK
z<e3?Qi{yAgW^-_O71@y-QGDT5h813AMB!CNhF6j33Q1~?3a=uho*MM%@G6on5{f&#
ziX610izmE_#6?y~3a=ue$d0_>Rh;PR;Z-CQIRRww3z<eaB3UIZ-zpN9jPNS5Be5(^
zUw9SgpvUH0MRw#5ui_kZPIwh3F5|<iNL*w`<-(Vmm>L=GAub%$QWML^if4p;sm`G&
z$slcraSv`>-l-Rq{hHxbct@YR^asyXuk~w7oIq=b<06IX`HjQJtbXeO&8!<<MbKSl
zX)v4cDtVyG>$3b4jyNOB+|Lc+$?ow!vmixN&W515*)$w6NornYyUS^4m2@;l{s|B3
zZkpL59Ct2+e{$(DukL*2ljW09g^N!$JWfa4lE3u*oJCLFhvSZAXKRAlXNF3tM9Gk6
zvwb+ad=)?i66*r{_<({>L}5l>>$#t>tY9WC`SD&){_2_RSkTmbIGk%`6|tE(O<4Sq
zB1B$4HDKYG^4ZLiSjcs?b;P1{9rR#PVHiT`6}wR3=K*=Qnob^c)^#$Q565{xs5de|
z)O?hWUo9r7=ZKgDAW(=GfkYrP+k;%(?EWP0{sq~sD9*QCPCJ-j3AI0T%A0*aBRNHB
z;oH1i5Msp61O<Y?`d7Yt*4A%R6mLJ7gh56~G9||%vsxwcYNS=)y6~LFnZvSFsZ}CH
z3C9%b<n-{Fkjrs(v!DG_=E0b1B{5J?1Oaqm;Wa0PQ$mW^^J{b0HE7;l6CvXY3a_$C
z#MWX~93~!#u8@)@y^9dC$4Mw+2Ax(QiHqPZVFgm`CuE#D*DT;2sVZ`Ag-8>&9aTj{
zrYae<h(l3xB>7xUz>|Cel-??*amJ{)4^CHoLo*kL<HDuIE|)&!YMBww-xrOead<~U
zBwHi;#w9F73SG{M@Z709b?u9N24e$T&Y`F|;vLx!!`;Hgw-|`bwP?-`XDNB!<8}8z
zS?5p`E|R6hMF!UYf3hFZ6JhN6wETsgWEsI;=&O*BzPxQ!o^&0#rXAjmYE*)46+>9o
zBQ@JxQXv1W?ZL0;f;XjnkkNHKVh*>e0yZKk2n8Fq_>WJ1<z$fqSN<fH>q#(>uu`d&
zAl}^5D_6buT(dPWgj!*_iu;^Utk_aTVQIkE{U=jjI>0SJ6#5l3Q3T3$rDv1K|Hp->
zs8{cVA&3gS`qG55^B0ZN^p6&9pPKUhLo(DXNGAux58}=;)jh^%(91IgG^3y<>dj06
zLz_BrwY{7Ab^f@oZrN91!W#7al%7}C$!-j~WeHSaKF9p|9lk@OHx-grd`zVVrz)gt
z`ahi`|33I>4vcg>s%=XoIxCHCLnNWJ&5L8Ac;V)Er0FoI(96x}vw3c>6`H<&@sg{a
zE^EnNcBN|96w^1+o7n(?LOjc=E2z<!SPzlGmh_#0q3IvbIPl)$g?M=9!M&Fb7XRL>
zhI2bG3Y6zmOZEBEkP<Z5g4$(KyGCWs+_(SUJMg~K2lci+n95Ai4p&L2T9&`EK}PdH
z6g|Jh@nO#rsX3SSO&%v$o>~3aoIi>#17*9CZ|H<9lcu~TGK8~2-_!Mx9+R)(;he9#
z)$<*_vp+-rS;BE4iYqre9xap4s%3a4;Q6zHKnXSol3pk1;Ll1o=<Oagq1;2VFWyHA
z4#{|QU?R+qsl+n&Nq5wduxT3>oJo(60CW$Gnicw&`yOtyDJ?_OV|N)p|D5?H8(kWJ
zo9R?=W(nR#!+nURgnJm{Qt!2%F%3uWqHBB}rAgLgyj#ThA7Q2x%i<<^3M6+`LvK{*
zqe^u7>0@8ArjH0LnmsLjn`muxh#(wUV?vQ$J5o`aSIl+2M?ct7(|b+pFs)8mxKH1V
z&QRqlxQ7+`@_E^2%NG3+t$6=T&pj(P$f-3a(=Z-Jfnh5|vfeMgZT#gdO^-RXv|p!7
z+t{0Lj1?$QJrE_vLGJYEXhmgoM1`KUJRxU764utYr;kVNsQ;c=Tfvv8oyEz9A1Q9p
ztT7@MS)qS8`uVm$HtnhD#ux8aAMwmGh2Nuu-xQ9Y>gLk}$*0;~9ii#%CqMS%`iCg`
z(i(FCb;OLD(+DO#WQH*-9D0<_Jp1<>(VE`;nJ!gxe_W<us;8`KR_eU#^IS0dc=zE&
zYkwqvIW9WxDTU$HW)no~)Qx1n?w%k{PbAD`%ZwH}U+sTPiSu7<1b@HUn^Icd`L|n+
zHTYTxjXa5d7}@W^-^`h4td}{Mdaiqm28c_)wD$Qj-?o->VoU{h2)VVC>QkX-Pnmb|
zY~vDm=<KY&;nf{gG;<6MIf7xqQTgut4DXz7wKQv!Y%Wn@a?~_9iPS>dGUT?dAK&?a
zrZ4UnnN_jvG$p9ckZ38-!c(m0yzCqr`|jlO|6GjM^!wT*)Gs!6yk>3$h9OMsIq=58
z>Id=0S-`ty`%S-RDO3owIg6u0Cj)~Di=(@0dMo{v>(76gt6n9f%T@Cu4!?l<f*XwT
z03E32#v5b^pC*@3_28Rrk)?e<?d_dQ5ei+r@y%Mf*&V?hjxjju$UZ30+I$a)f#cM|
zee918j~<u-uHQNBo~Q5f#^(joQAfh07;JNEILvZA+$WE?5I^1QjYdBv5ABl|Oh+9F
zlNN>fHqp+G=g`x?-FAIrFHPUva#j1<2bbmr(@{sl+)Oav=P=b{bN{rg+wfxlfr!bD
z+}(C!lc9>0exzOaLq2~6)R*x4P~7vfaGY00A4@&ZxwNK>51GY5(O>)|>qwaDsmDmR
zn0Pq+@Ff%bl)2hZ)7>YhPhUYVVTvpc1e32iM;!^19zQfUh2yz()W4^?O&WvXeBY~o
zt@)EA*&BT93QtEJ3G*z$<obk>032AMbJvQ-n*5k#&cP&Ly%kVL!YoaD4bu`xy3>LP
zVTN@HpAWq$5rh>VldLU{EhKX`??@pps>%AYqbTZ#y#`5#i;zyZDguG=%Btj1o?(<P
z!?D^NbtGWgEzL&=5jz*ZaD7Dm&U-p*dXM9)QWLZ0=LOSIN5WJxmU9H3ZGIO5f1)iD
zT6NcF)B#LRY4&qIbtKIBgeT`*TYdhxU=2;beZjLolpeDfFj0>L_fq`BVLIwanCcnP
zNFD}Gjr2})kH7x(JJ<^nU->Df{`yA&b3OhpU{buevyOzhmGI<T#=RGtP<?s&6laA=
zVl$jfEBF=;pQ>_8qNBcqza8+!yRNvAg=;w1FPMKmGI7Kb3@W5ySz5egpSuZ0Wwrs?
zKwy9cG?oZZV{-vx7+ZaQc1F+>cWONBlANvxVt4-)#wlsr77ODW!Yv9}2l3u+QVxI3
z#pa+S%^Un&wue2_OUjl(4b5jbUP@2rr%l{}^JDN4mn6bZ)KMAu&>|%-z2jr+#L-9&
zo*J18!#m-yzj0X(VP{;E%nyK42uw#E39|xmz{^xW(#A2|OtC;%rWOFE#f42!m2-)s
zj)X~PA=Ah4q~i}i13j^}-l*&mP=3GDW+Z>QK1b~%ol!qf-O^Oq`^_K<Q%*350szPk
z34r+=>(J;zswx$FaB=43)F+_=7OQmi_r~ofU@39J6jVpTq^DH*=4MX-)4Tfho1UyX
zQqv#Z?GHvAd>1h1QNQ*CFpfGBrdn=xn77>WbGLtIbkOu!4W@NGca~r}lFB&hNSGfH
zo;iH%_tM5fh5q^4iS;h;FR#fDS`q53*SM?oa`vs1oGCN;)&{<m2Dg%>0AGn?V9xf_
zfv*5~vVV0HkF@El+y@SmJ@2hyXIHJJL@tjpIu%q$!c>Yyr0vyP9tzrB(@ULyZ_ZDv
z9so@1D4~=OM;!_CDA9?Dx=7n`tM2YCffJkNYWjy=4y=wHvllQe9ti+lg9?4q_qR4(
zd0{*Piq5?|IydkR9VKp~U-#f>jq|AWM0F;e^%@fQQK8?v`e>s+v!`qNwuknv>i^5<
zN=<G<Cy=sT@sfyTma);KVcW~T*IPh&U2F`m^4XcLYLQf@R^^e_2@ipbwV{qGj&^d~
z)Xsc~Xm6jNQPF#=wp>0KkLWI`{LHfH4@+9waB<X;FzF0sJ{}IU=0U&f=)C%x{%%Uw
zQG*x2IAUf}9s3%-mRmOBeB@0y>XeGv{z8vrc%<?wN@xl*p#EIBXP@eGrU?<w8KBAT
z@R&oQJrIEi5~!Mq_gh#-a<{03v42Z~iwgbw8tu0KFtwO?lZ(Fyy%a5jJ@Ip(lHcnw
zlkm`bPA0q60sgVnmI_^FX5l#z{w7ZtM;sr$+0261jR&w6@dh{2n5TR2V4Fn84zf|j
zPpc;$hyNw_J^!6;Duj-?oQf4FLUz{QAKg3lOcP`Sd1dgA{g1TK*?CGW?FJ4r4tv5o
z$=@m+$K4#50qr}XbmZbY=XJajY7-Mpq?kY$FYF*(Owdc>e!HBoZ5-U7j7XV-{nos{
zsv>zo+Tb;H;%4QrfT@cjfGFrQ6hY~Jm|cDUgZ<8V7&ka5PRL<|i21pnrm(czo#`Eq
zebug!$oKL1{myTsBshKh#T5Ay@XV^a6B&3Z^=_a%Fobm(8jqP9LP5E;3Y`E@9my*c
zRMRsa3BXu#3^yL@^<<F^ImmX^bu`n?$-x`xA}RrsqoI;<J1{cyuP&0O(0W~s`a#M8
z=u``(79>7MJ5h{O$1z!kuN7r04V@s-Sh{eDUJc5%B6?MRk9THMVm&0*5g)WO5tc>=
zSwDiM3g`L4MKxJp!dLYpZS^1D^X1!by@=J#Bl{yrf;z*F!~-ZGzA=sFH^O?)QOO}0
zKqv$fs6#mejY}x_xa^Z9)i!adWWJ4hn9rR=d@8IYRe!nksWWn~)~@|8Tj^}*8lg~%
zFR~Ch%{BHi@JM$rsq@wk^}`nX9dd!vgCck}hb>HO<!;QCyH8wqgfxb%RI(76ROtLr
zhI|Cv<WntlrM3zI%-21^914A*PuvL8lLas35XfqVWqtvkAgLtV`PeY~(J<*8$)1o7
zS)KAqN_<Q*w{rR^;VXU$Nu#-zMnp@LF9^F9%Y_k=zi?IcIJDT8IZU?RsIZPFwmOo%
z{=_aGC<|oABd!3JK|5r5S-1D<&hK9wSpr*~Bk8B34j?<D20e*MBx8trfr>CBW>ek;
zuAIT97(=|Xou*6X+Y%qNY`#OQ;9%4VMA1ygTd90Pm`?gth!0@lxO(6zC71whK;TNp
z;KB%R{sEH8a4vlX#Ro9h0o;OgZ54<Z;`PuIsw(N6a6gisDOP=>JY$0)ECipmQH#!T
zs1R+Mu{M2>ty(u(o4WV|e=bp6<w@@#w5dg0QJwHAHHZcG0<$mhzpRih4)Oyu=~eKR
zW8Qu+B6^X%7U#)gx&0}5Y@pI0>m9jRydxLgJqFz$rS7S)cn)5#>iX5}jNt^^Q_~7;
zD#f#AXs9$7z5up}JhJqxn7JAaS=PZog+cVXyxAk&ORrd=q2h8e_tt=4W0L11qERC%
z)}R2lB@>4G@NGRW0UK}3_&zVx7@Wk^P_;GO=GYqKRgv4x@@4Q$m2NloieMsv{hq*@
zN4_)lW&oSH@=(saB?!l&ONtOo`4HhSHh2H~TfTm_jP!X|gW((Pc9%Z+#Xk;r?i<16
z3meRJqF)(o(>Tbm6|0zpOJ&3so$FKc<nP^X!-^e9qqb9ti*Wc;&;6j!-leJkN)KSw
zH{b2y0W3m=Faxv(xRh_oM-xi}rb4=!TQ54CgnAVy(-n&xnyZV?kE4y;P<i~ypQK_s
z7A)Og6d0w->9`mPGOR>)W^X>+@U;f7ZXv{+vmq|8b)LxXY96_bWk)>jk8f%;8$t42
zgz}3hNr?N*BrmtyLn$*Jz8gGCh2AbMKCAu=B)vR&$A-UNuZuG}2&x#(sW3`L!<)Mn
zT<};y5J{jjd?=>^;e%LV_GqKT$9xgL7`<?)(MSE}xwHB@T+|+JJx+i6+Pz`>Z4(FM
zyGejk0VSWa9jQl(?>J8(Ea>{8{jaWnznKPX)c9Hy08b2$p-JoLX<%ud0A=;!o0s?T
z=imr1qeS}U%S$L^xQIYQ#!iGw!?8H{79i^fu6+<#J*=6gw>Udt{^6J7LoqFICInO(
zI^BTrYcTG}a$c}tF{ZlL2p6+Hw(HQd;AS#$sC}E2M<ek;+;N(Ci*_Z<C3a^wF1meY
zHWFxK(T6N&(MT5`#0k{e{EdpU;k`)>jz3Rb3?gC=glh;)M;!svAk6~jb3zH~LIyj0
zG@wyYp*KS&z)ekW)%4$g9iUI?ic2Z1YDYo@oYaIbp`S4pv{Sm$43q>^;IWk8QK8qq
zm~?Bc56WtKRzli>#m8#WWL-c_<2qH3asv``3iLDMq7q2r?4##Sd*Y9OZn;c52x~VO
z+77oZMg(V4H<S-re<Nkqj;0SG|9G{3nl5T^un{rZDcW$_fo%d+i2M+=NV$ZxRDQgl
z04}Axwk9F1-<|vG_A!r_!}aOE^`CF`T}>vZiT=jBC@e!}a2D17o9gp;-fPH8GGt}r
zdAqJbT_aT+<EEeUsUzus9CZR^`I?4+1s^pa$W-Xprhh!XbbU~(+oa<=CQPl!qzuD^
zia=R*JoBb`>10<xE7=!gqJIcCdoOd3jc@hKo45}6=#@7|4UBKfWC!boc*8tL_3iK-
z^(Fk0q<WSDb-kJ6LKcMZ4YLg0=Rl(T1K~x4zXaQwz?Mnzi*ts}4*L1+vs|s`;gYu3
z!#9syd!Pq+pBrWhssq5zIB0jG&zCJNAWR($RL4;8kXs5eTX>VjSr`LTM<a1FVQC%*
zFfd{g&`a&TTsOpiB|gLnOR={+vxyHm_BIh1du1j3+1)=G2o!v|@rp%0$vhd3gQE`7
zz+sNa%%=UB4)%?}e#qNR3nkH)o$B{y!BxQ6ToH?a3cd8k!+|HB9;E3zrry+d`R0*~
zGfU7~oQbXjk%pg~3nGkvfj%qr+-Dm!Ub?*vT#1&KU;5P-chQoh20^+E4n%UFn+Rh|
zSu~(R-*fYwD?W~a()HuwIxnx?5zm$(>w?5!pbS~dl5lzeEwBR?V};&w;C-Wij{`4n
zoAh$e2dD5y0;rKuhZ<GHZpY4>Y3^jNHw)9G)C#GNbM2Nq@fm^!F%)TMo^+xP+8m+o
zsL-n)__J$Z{#B%zXPJ*n(x7&coH<Q$rd$eqGh#dtjg;%|E^0-ErSHRqhi4&*(9E6T
z@>;5s;))1>Zv!4i8b}kUs4RsRN^0X40#fI3<0XKSGfSR7*AGFPV(2v2(}5F2Z;CO&
zot4D2;1IfSu7Y;S+4mEsgUhKlOM$px4K>l}^Y5&XItQxJsJFTtdg5Q)mzWi(PK4Q(
zC_sf3um}pAx@qC=sB!fEE+5|Am`Z!vci{lfE?K}&=ZK%E(EpvaE%(-8=%(THWuGkB
zmc!VCwuIn78c#*b-GU!U!MwI(luW`YJ|?x`8>~UA%`DEbZ9>>mA<t*>1J$V~b~tcW
zmj`I^A*y5H<N=+l=7=U0A69jv6qv#ZU7Wq-Axu;slV^2)nEgzJ{*hz}L*6b-<Q*!X
z?R^kv4q@V`LonG|9zdjzVBVLJ#?%IwD=PHoAAKb4r>&2}a{cGLP5qC;y<?@dwqiiW
zKs}N(SSx&iF$bAUmU-4l3e}9n!#Vm}qk9f-{6NqpI7`hH7s&D@g#&q>LeQP{dX#Z9
zArL_e6%4B0Pm!)oHBT@FpBR)L^DxGv2$af5qg1bG5ld4_g&udTcBZ!#EXYD8h@eG<
zn+%QR+RRTRVc4SXKwMwaokBjVio-`On5;Lr8@_t!Ifv5T+&6)AC02b9?r-?jS%mRd
zc_2lF{>H?=mo#gasp*wdGV6R1H(jo&9(3IkMMHG^GQ~nt?FO`dA#KsJu`oO){%~!2
z?o8S4KGrT7>Zv;g#vLCSkd0X+OR3QJf7#$UV>qs2X7zq|Y0_%S31Xo~BB~O(cDOVB
z)-4kWKt(IA4#1Wwl9-@rb-)Zh2ucQOxapOQ-0W0f%bjcK!Fm8tvRdX4;cMo+%d8f@
zXr%<@9|0w{?m*Q*Ikw@zazBooPnr(GsHo6yPhJzXs=~7fG@s#K|Jai+Kzc<o&^8Iz
z`{CTGjc&Ui-n8G`yL3t_#q%)sH|wFMc@wYRAQ~X4&<{j@`B#~qPigw`HPzwYv_LaU
z^D1hu^VT_bZ>@JQ2OTCKeWuCR%wd@ATHA@;*j8r=de#LM`pAphe_3=-UGc_F11SJa
zC1>m_o6GSvDrPy4mF=h_R<>D&hE|sFj<oI3M`~=lK77MeP4Aezu;ilI^O)+$B*A`~
z$ug9hj`{aQ7?;tO75e6rbN*eJhQUtU)uPMOUp!2F&D#7#ZAxRVttQ*Ci5gVsl}|UC
zzTte1rXTs_%&-sdn5voe2^G7RC4;PlN``&Uk<wUC_ffKI=1ChU<u>U5L!gKo3(F7W
znBtl$Y(R`_U`qxSF42If(0RB=oTeXZwf@wsLp~<nm>R&gW$waj+yD3PzOP*GtMKXJ
z3G%DRl{2~=2v7k|-5Kgxr3izb-C%{@X!<`7Rjvk?w%2~1G<WSlpHhk1p^n)e1rSq|
z{$WVz+<O+qYWkUbU%Ax(PIAh*o9ft=kxA1d|15bk-V~_tex<?BrqMG=W>1VYNX7-{
zb%Bh68hNrz_M^>ylQL{JNsD?UE$|ov{J|l>xqm!%U=MS@vXA76FVp{NRRx$uFCM;j
zSCC~nbmUm`n7T-xU@U@&bYdfRSe@VD{>G+@b~oGRX<q|jo9B+ab~i^Ixdu8AkvnoC
zE8eWofAcc`r@fFJv`^`|Jy*eH)hYR<Nm(TEHM_BSu+43JOua`c%z)R2KQ`&<j#nO%
zOz{|md!Q_=Dqb@i0vs}UKZF7+^bv>GZa(|M?J%hP*6FEzvna<L6Qm&~I<)~wG=x=A
zC<Dgb0LgWYNSm0IHZt)cMTQc^;wS5JW3gN@!Sif6!x|5sAO%d}A+8+t)!pwObNDWD
zYP*Z`WdU_0u1e9d!xY-7<u$fHuc>v^5mRfBoHg6BspV3fiP$;695|VFH?oejk8D_}
z-RW*hZ;2wcp)}4omRMGJOFiKE#*a;SxE7KZIJDnp&D&ppu_6o%r=z1=-1lxR&8)&l
zue5khRaB|)*=L`;Ii<E{_T*J|(yF9F9;K~B7}rSCxxwr;Ax~;rF&sfe*;reS8#zoM
zE11=Z3hT-ZZlBrLU#`*OP+Pg>7|+@G=Ln%lg-Z1$_G`&M1=NvqLNqq}@;OoT<;S$$
zF8%XeXG=7Vyo`DN8l8toaYr2qlTLwVR5(nTmq>UqPIB%qjye)1>9FR_;V}7H!{Zaz
zS7q!Q`amP_xWx!+ERH$^lZh`fM41;+;Cka_qGuf7>(QG_l>6gS6-|Gn+^_q;ci*in
zHDq})>DjUnI!M1io^0wDmw5}JX;*Y*lC)F(AAWw!9y%_X%>c*Piy}}n3CCW%zLo4v
z@gQ>$v(C}(XWw|`Ah_M^3hoLDOR{3c!6A8~Nr}&b*)&4t3uf06!!CcmCm)a73AICn
zT2*G8$nYek;`W$7K?<~#T;iG`+zUkldkl<SgLkB(c}19Ck$DY6L;G~n{ne~Us_|?(
z=V^<JMweV`h{Tg*Ib<-LO-PTVY2ln$3d@2Lv@L3vN7^Q7f8nh8quQv*@M->z0unNo
zKvH4dawB)$$Dd66w^Di7bb&-A)G{`ac3qPhrhF3&uOH4i;|#n4o6p@DB0$AzaOPVT
z9s+usoPV|seCnc0NEt;8d1)nLw<L>_5*vts@sVVEHCq2vSVqtanx)(0l{{d6GkyuC
zVqk&t<lsU^Ud~1Zw38i`r;Z}YIE|iy9-@(l$j+bPi$rY6!8RWrp9|}#c_02B!Ude}
z2+|b3B|v5lAOzPDGNqA6jGP8Trk`&T@FC?Kw3McwHTjsDltSDMh>sQn&=)JL7*Sjp
z#J>5-!s9<M<21D}dScjtGJan=(}zOZ$W+$3FI@Yv<v@1Hpv+Asy%q?vDvQZqX(MKT
zei7P!piaMQp7Z3S)&pIHU@mrbz2uIAAIzJHG*FIxg@+o#J~m$4+<##udi#K%ymT5|
zMYrFRLXVeAQ<q`{z8aCpyV*?>pM3n!+m-BZM1<hZ+rjq$#!SZ_ti(K+9o}UmlT}Q%
z5#yK%G{6WO-*8@plZp5MW~@3*zxe>KPV>$upF4nEbm`(lvP);G!@Z4-akOHn(2WkC
zwbz!{(ex`5W|s(-?gILaW-tq?BVnprhDf6f!K6apHos=8H`cY#^r&CzrlfX_Rt%^N
z|7DghPZ=4F<<O*3Y)#|X9VB0gH_ZD9O@1^8Zlyoa%YyoM|8zh2%82R+5gWPa>ykzT
zQ9Zbxs#qdY=>YPcQ<#21G{&o6*{ZWA3mJ4SOmHp2-%@R+=5Pr*4@4%V!-WuRr=+N`
zM_aRU%7xYJG$%5bL%j7zS7Jsl8rT8Q2h&>sAkfxnglBJq7)hj5(J_tPmX#6;q)|Nr
zl&3<Ef7`sXbxXWsxN%j}`X?TE6_j`EZ2VpqNo+6d9gUX>yAUaNfGk0Blodw_g`hNQ
zy*A|9g6u;LXk{>K%Lbf00uiudkUhH;p+JS+C-Zgx(qjl9*>YiirIYnuWwgwpvB%S@
zFJ<`20s>;H*^(H2FzbD@_N^`0l3;y&2}a=0>8jI`jd<cNT#tR?*{&}>dy8h?j*dd;
zD>N)C$fBx3CyLO4L7r?Vk;XXm#0twkoT%wt%I}{)wD@MwusMTjv+*4M;y}yC#|}Zl
z+sKaH7e}qqoadI*4G+IqDhgGuR~~nw;^kLV$7jF;fzl9`?1s&*tMeUct9Z4!D%&G^
z(zM)!B2b^bEzS%`*{OJC98O#5xo+Larb!?Jd=silg|x_8=XKk#k5cbt@j^LbdBYFv
z+q%rT<+j=PYWfRHhSz)Z?G&lkn{>)I$qOHItq%B(`oz4Q!*7H`Q*y#)<<BOanoM9x
zY4*(4!3WR_{3+5s8Hvdr1Uoa2A68i7fL!An??qa0<`f_lq~uv5=7l_j@~KZUi|U(?
zQDHfbQ<hf#{%-Eo_wRpWAaXMf`95%UXpO#@^^N!u!!4i=4cC$STI6a7zCojb>ndiN
zZjTMd(NyRc5?a)F@hEPOwf2izHeZi`Qb-TSO*(sF!l1W_%-aA8s?|d@JZ5C%tFk68
z_v>GtHRq3;v51{k9WUI#Nb>xR5yP*Yt_cy1ft#TSgVI;B!n#Yv25@@h#>!9p(vbMn
z>0deCV`h?fHfg0(Xj~P+hPWygf5%)Y=99_=m)hi~XXQvLpbpK?T$;~~1iri*?!)99
zAMU9q^cDG3DDeTcGv`t9G>VXg;HXc-b6oIY&M-O}+#}R`1r{Jq>KL*=lTAzA;ynF8
zWPI}!@X6%|zcde?N?=RmS;G4XjyFv|zheQJUycBosj!|p>WHP)_-LDpsUt~@QZs|`
zB;UY-2>@ZffWPYZtQs``>!a{`{r2<3(p|2%WYUA`n~SM<9tF@+;0L^)S*7-wQ4m@k
z`%nJvhb)Pf@fc=0P$nkb<M$88CT8Dzq`86bl82bHI3OEza1@60STL+Xh5p=M|9W2S
z-AB_CYJGa`-aYh&As+&{Ee6WOWsz}<`SPi4o+n0b10#CMv8cB%^pwM%1c+ka4tIz{
zS}e}rCrQU-RHEo3u{SAez{{@8<c~G@&5V0$mtLWBLkXR%NCJ8TA}SU7l)DGL)^!Vz
z;qNE*k^{&^b@C*_N@cztMkcZ^F;9z`)GrnKhzmVW&eLjRoqQ9_y{l$>+1Gs4SCDxE
zt-v4j-P>pPT{<2*(8l|>kGSpryJcT9sJi7lpq>QH8nnK_)GvZA{j9D(zUE2^3H?U}
z-R5y9A3Wu*UKi!e-9#H^xvt5$A>zR(@K>fGP+<`j=dl4tUr4{dbv4OU!B2@s++D}0
zMWTTUoxi6C@`{g1)^r3Zs2C?r%e{rKmT~Y_1j`rDoR&D_;gvL~RVcv2?SL68^oy(L
z#jqZl9z43G_Pe78DjueTtu_0`om8I+`A(=V9uW}CLWW_QPP`nJExp6obSj;LGZ@}1
z75?Y~x!`UZo46*m6fc~wo+lEm17yA4?}wY;ycMxnC;F9KoV2g9!jp{1*4zdcQ2h;5
zfByHKx9(p6o7Ic0xBj-|_R5kK_E~r`?={JM6g{Y%ujM&Y7?>rV2MEt7NcH3#?Bz)?
zM}V3YX!5Agw`QFGdbqC@+yox{wAdfzVG|LPcaj=b$7v?RHx4F@oGcim;oS=76ii<M
z07TE`W*X+ZC_*|s)qHTbCbRFxy~~!X;}5(PCp$FO0-r$SuuO=DkRBW@L=OxL=w`GG
z(Z}9W7?c~Ft=}>1t=f+r9H!~@TJEoLpbYL+%$EocyGv22w?BCLj}!2Fi&?!qZqS_>
zlH6&8HeY$cF*G|L;1Bw9|Nc;~?LK5;SpDwPduON6d(q}GARP1(nJRQga12GG#K53}
zjnig|kiI*MFE)I=?)zllVGYf<z?^|vJ)z~s=fZC_BOHX<1i3YHrttrrDL@#MhBi=h
zfESJ&=r%cj2;wZRAFb2)(?2Jbp}}?r;z3Hw6e!=rZUYJWXwW-p(9%RuwQ1VT-wtGw
zkeV5zu~!Ak48<j`6)c-UOOFa&M(#{m{n~K%=%z#{*5(8=9Emmqe91YKn#882b0l$-
zFRVSHWd%%ZpsHxu0~v1cwh!YHn>HbbC_Y5%2GqKuXdRDm9#01P{enhGh2^aa4-KAx
z>`#|?0CN>pp~A|1cN8ggS+E;BhE@denZOK`8sISzVg;b81s?;F@DBLl!wq{@G|A)1
zOl~Pb{^H#98Wq2~P@X7NnOKS}6POfO%3`FYCzf!b!tx_QGtu5^W{$y>1tJE53xNrH
zkB$n<fCpRH^>uyc968fkbYnE30ep%^sIHhznhp7B_dGEhVZ{=O2TH}|WM}1sT6|;+
z{($IJ+2S5F3zY21o~l&%%S%%3h48nm9!J$n^hp6aMW{^)3<8k@JV~Z6qyd+N8}Q0B
zy&-V$F9|+{8k8k}qVDihOABcvct#qn#Gp-TR33{I3Z`hLXqDH(WVD({%_2q^%-=~3
z#&Ovrx?!<qkvGu6Yt%uxp1A7l!y>0cMk6h-+&ETQ&N!uF50sC_;?XljXX*$q=kcwa
zE%ywWQ&KkjmW_ti9l9yP=*d+yP`bO3>1ZO2gW^LFpg0M`vcobxW^U0NQBYhU5^IEc
z0IPur;MNLRAX(skY7iwvK`bS;DAIsPumvKAVgn78?YtwnCUR4EF-fs0)F7fij<6vU
zBYE@FXJ@wkXw^B1*lbommOJbyevx;n{8lVd!heC)ALI%1>&TbCR#E-Z{k*x9`xYoE
zTIJhh6E!IV;wD=YqS{DC;f>jr#@L=24XRLHB`lYrUVk>?i85$6w@F($riQL{KY!Rw
z$rm!V21@a^MMLpUCh%xQqyA13kW{GXi}EXONqs<5RMx0|>0VrWM-#=$`EtxK(FBT5
zUfhpJ3qe7_%A`L8BIBWJ5wj??cppx=Z9GB^N`cZ)&Wbkh*$gWR)<QClkS20!_(?$t
z*Pp0K$!O-MRfKW>Le)#eg$_AiDs_%P?J~3r#=`(!G|I+Oo9d!XpOomFY#)z|&3i!4
zoNw_;)V9lV$vi~uBjb}`>?&G^)2KmI9FFSgo?K@;K8>MD7Gvs#)UKLsH-_qBq!`R8
zwFxmD6&4rd(R>9pufzIFzF{EZO@^b?4;8w6oGrOWs(W9bhNQ{GVX3lfccc~>gadrE
zspmlwaNf^#U;6Cd+;SvFsEu)v1a+DILxu^pRh=}Yai+@EmCx4sp|U38rj&})@6**&
zn@5z^^qObNrB7?$g1{oUr&w?a3StLr%|pDjorjYNtA^WrF41(dHm^{d$et!;GjhtO
zRd}cCjol0OA7&?BYG70%+-nR&_BNc0;9ouvEr%mIDEwt?2h)OJ48Rc5M=L;B!5D!U
zhCYZv59wL1S0S}U!`rFn3Ng^LdfDFMeh)~QR49e(@ii}v%oy21zH_dQYeK`dj{T%E
z74{5`^|FR{LXwwRP{_u{<3}rq4Xp>gAQ>_SscVT3kh=sJl0}mQDvO2#ec3&IIZQSv
zc_ojOJVJ=Yno!$d2b!uXqOIT7IF@KYg^c~QYhkSMz0|mxXdIu5aFq#8yd~|$2k^d!
zfFGgerQ>rm5^-IEp(?L%dDZgHQ_Y$`wYi~uI$j~gi2y~Pn?tG+!`8rL2I-zKP>D3>
zp{6I(k2}hYu;nfAkV?0BbzVUiuIAQZ;ait@YlP)<ph6dymHLZMJ?N`{M<>m!hwd>9
z1%(T6WH>$-)A{z)jm)2nu78<LfdX{J)vvnSlp|l4I_=YTxlKqUP!n#`tH=~RtV1vI
zHnA;9btW%u_*ERGwcsr`p?RQuf1fW)b*M-!6Rz$)`Q9rhx3aq))*)Hz0+plvxtU3!
zZNoVqH_Af~48Jz2+D#JK?Igs=)B$oRCX`nlUmd*<F?tcQdT-jGpfJL<0uBtM)2IU-
z7v)<-1RC61ttVX+&4eSFyp9DcG{T^R|1bvYiI<CW*w)$v|Ia17SVFo@aiJy#JLZ%h
z>Pz!x%G0G9fiTGE_ZQ2#|ARs7l*gKp^)wLa9>R~o3VSJe`5h*+1F;4_p@A@NDzu~z
zpZKswVlZ=SWPdnnkW5h4P-W6e-Px=4#A=#&sz&hzA1V@9ZF}jPW!rbvB&tV)5W!YN
zol-pD7(i880q$CUTC`|}n=VvE6{R%_{H)v4QUsJ8K`GT!pd5ui_xE{tGEQacm8hH^
zaP@_;-!KNCR>6gYN@Zm}k!=+vrRk;P)HUt0UuL-uSliRo7ID)_X&zm5s>UxJ{lq(4
z7OKXRG-u^VPnX@PR?@xxuc=>T|J@)`4A7wL;(>}it;902rP^$z+w48Ko!tDnMAZ0(
zT1E{*43#k<k9N`{e&|2b?tS@Q7C%D+G%68EqheBhP(o!pwFtQmzQd*SWEq!e-LrNq
zo*;_bW@I}>P`R+APmJ|Gkzz+)1^c!50O;NzckmF=ywtEEeYi@X_(ER2aCN<sCf*`a
zl;yBs?-v)i0NNMujOIk2$X>`xLHC+V@h4VT3EsetJifR&NqW}ca49q>O(#F(VL}sy
zxU@d4YLWTq%JSD-;vsv52KP_FGoF=>z5C|RYnl*L@?<bi5xJ|!a#2Kz2>cq8yaV95
z8`1@r?Qkg)A7(i;3|S;1$AbRZ;l$JN?bwNO2t*xA0~{zdguOtA778hjH-Z7g#k+V#
zM2R5o5&|D(9${IZ@V*O_Gnuf9a?{cq?lto<so6qnKz7!S-4vEqP1JIgn;`f1i;_>@
zmL)n-q3`|TP?_j!i1*BTuVu};Kf5&ZYfc5lXMDH)1h2r396qRYYH?agEK@=nF;Urg
zTb2aH)N&E^JJKL+L|fU&SPAffDA_2UP5e>f6)LP4eVF(cmaRLd`)^g{Q@jeajEWKK
zOgzP_s_?}R7Ue<Oq<(<Hm?<*tu)?}*|J9{;npyf>soP-^bnz;L2FFFZ6Y?|&wJ}py
z`V@Roo==7fCfjgXnc()Or=-BhOzL73`U{lq(Z45&%@8h<6c-<0ksgHkH$=QDOyVaG
z@s7<ga38?aOsEws?M)p0k`VrUV2Vqn>cuzDV)6lDML{kHj=S_0E!Gu#HR>kf(q4oD
z5BlbtPN>4DR<D#y;sYGR8na}nW!dHoC7*Ueg_IQ7;sZVQL65<0#AeK@%UY<Ba_Yd~
z^TDc$)%PALu9?00NYyZ;W^r!Ro7EQnTm!sYM1M|l+hJOL3h6cxgLt&0>Rc)Y;sfZC
zGk0(}p<6K)nHF*~)4a)jGQ%yjQgsm@R!esA6sS5Pz89o2+)4e}y*-)9Jl;}?4}K6p
zJ}Qw7!fI{IBHpM-(t{wxvqz9YV6~39Y=RT%r)&PLbM8PLno`2pU{TvuU>QyWi-t5-
z-AY4|=wH0hOtCR071Fy?&owXZ8u<|UC|zk+@N$ta2jkigMk<{BurQ3iKnj6Vw6RAg
zCE<3#XAUx9SunFHHe7Ag(vyfshqA!<ArU}_abi>8gzC(Bj0$~p?O>1JCja5mGvhkk
z^5B<u(fHHR70XQ@sL*@p&_O-Kc@7Piq7C1_gu}7r;(jX$Kx!EL6IB9LyL;GL#C*Y|
zCr(dlF>o%03#Rz6x;0362clqQ%|UdSiS<Bw^HJ)R3MC2oWpq7(uCavLRmOgn>PyCP
zFFHNlH=easl#%Bau>*)c?;$3+$zm^W@(@p^?gfl^qyd79mnV@4BDH*^>LrfI0uH6s
zg1^TQ<YUW?P9c8}`^3obrH<}L4%{(1N}|qU>Z?%#A)0H>qk>{e63Al)_Y-9nO`^B)
zAT7nx(TPYk!Fp7P%ALAyt%}o<i$jg3T;@PZK^3x8Pi#A^^=&JeL7j3|2HVjrmZpU>
zY)F4JQMLoA>5TeiTF#6nP=+!%)W`_T5*0E{f_`OMuW`k0VN5j+mCQ$pLRH<|?&?c3
zyuA^ujcpwrD71yB)5pg*ZMtX&%lyY$GaaUytu=IwEST0q_X%MOvHYvHll_L82S21C
zRkStl%e+X!i2>0m><TM+OOqTP0~M_+$nH6CCnrh=>A_M{rvY<gIpVz{CdVvnHY$eZ
zmijc9J-1X$y1_RjWtkEZLl@7<ixw9Ek1hcG*?EpmGGE81QeS)WT^PM`IQ121{(i)d
zF8xpwPnR;!kg9&AeGx?tZNms1&-RkLRfx!FLW8A3dE^O}v|gbKx~WP!(W6=a#QRRf
zBaC5B$K_96gnJ=IH-YA$AF5!PBGSNsVK^Hb0xTM|PShU4`72aCr^_nSO_Zs`?~&c`
z>lU(4HO=dej5VD>d{-%zF`K=q8kE>}^qLobX<GTC(((~_r4_EeZ_nV0DacEA;l!mk
z&TZ%b{Rv=!yE?eam)sTU%?F7OmZAt$ib?k&H;~>33)RDofNC$1y5T$HH*|YoW-THa
zYx*lSrTaavmE10bS~7u%_z=w+(2y&*nJ`lgl^V<kj05!HV(kuZi(}%5_1Be{y+VH@
z0}e#V(psQ)OsQb-2x^2BSTBq{N7GM*bS2g=k9+2NpnOfud<cU8-gi+IDs-Nu6u~pX
zA9`g;a~djH<}*teqlvmD=IjRL^vNR+w>-F>*_CG!K(@##Vyn)eQ<FUUtC{0>UpRo|
z+@G}Y^+R=uw$##~0S78Ec0{vm+4LxZr9z4VYoog45|5>+Ntb%{h!eBSiOrckjC|FY
zE^AHz*J2oCJZ6PnxBSq`15RVd<&F+?@GJ82%t45t8wP>QY+9bgJTNffZ_)H8^rF~F
zoZsX@4)lG3ka`gX(v8Sga?JDt`_)?D5Fk7vgq`(S+eWkk%c-^@J#vPE=~8^4$Ju}x
z>`rKwQPM2fjA-!~VCnbPywLsdlnXBX!|Xm!2LEbB6GLr`SSE2r8_9)gy$ZcSDiGp@
zIz<AxqHJz0PZ2_-1Yv35cx{&j%JRnb1GrLfI~21mQA7S-&vZ7S!8SCACutCOCPeM4
zodjpJ_frq9_|=6M-{zn)Xrr)|ilX>{NOq)R4fQToZ@ODydt5|X3Y?O8aw8d^_FUAi
z-^&sSN!l<SFHn_DFKy#?Elwephp;Wo%5OuAXNx6Pj3sJVxTzVCD}(cV4f&23InXmN
zdcE_6tZhk8ASk5FlAWu++~^`Tauxl`4Bi!GXUOKnZmJb<xf6;H416_O8o$GL8s0Qy
z?1X8U{9f4(6F%sf!T`jal~~Jb)RHnxCc<DFGJ%{<c{JHjgP1!$CyROf6x_yq1L&bj
zxDY;sb4#V=`%inw`Pu9P!ObHKqS)kN5n#I{6)AiKwmnkh&{I`}a%#PN&9o>s$d=WB
zaY^{N<^eH}0gk8YrQ*|!tf6%Ir06eMNAR?u|21k+8sZo()uA`}Vf*tsQq5*ZV7R2b
zKs6&jWu&YjCqA79thii`Mtq3Q&Q(Fnaxgz8A%7Fx%R*X(^|zGzV>B33l?FxUgiLCo
zsOAtWqQx`RqN1B?F6rI@p6n#D=P7bX+cDQ#E73Y+eU%_`l)KMs`r^z1K4!63tpx3K
zVW1GLwu4myQL)~{96g#P`zCtC(ki3EN(}?^D8Im~qnUfSF0z)^4i&n%jn;D?7`1p)
zz$FoCi}*tGI0S46t@wt47kI^oz~p0=>>~yu1gfFGs16!z=pD*o5D_D|Lx<8JL=TRx
z?krFBV-U0)f|_F*S6Za)OZ6j%Ao(@rgH^LAscLigVhEj}22q1^d|b7GE{1k$Iffk_
zHb{Pns)%-#*m5LS6Y1Nh7*q%$yFHL~`6im0XF0VMhWW~qUX@V&TzK_-+42~w2g)&S
z?1_A?MO@Q^E2C9J4|rsTkS*U{{-XNT`0#lS*B+U8TYz2FDH2G5AUIEO&@;3~D@12w
z8wbVXv!Q7ft>0DDuzYlOe~9B7X!Zq@2|baqkZb@<CKNz<>8cw?OAareASXV#%tr?2
z&~jTBfwj~;y2+`1U9iQAk4YxQ(_s|h!-wAhr^8~G)1g;}5sMGm_x-eN&(RW&WNrh-
z^R$G8*MhFU@Yw6yUqW^da6XG7Am?UtD?@=*WsRKmC48ojzDV`$v432c;-+)gPP6#U
zrCCOD4qxG8AEKkag#R_+!(u-o4GN`Xh5o|d6O-QTiMKYM8h6*KR(HGM<h+IBTtFQO
zlZmqT7|u3l?j|cfYp~~YB#o=t>0qg|-S9l9xdBrY;*Ra8BVm3=crN91P_Z2+Yq+XR
z{1v%X+g`Z#aeut4EMVI5J38t}m~=zJFFhkoaxY_rp3<%KYjInfAjjn6!8VV)${#0V
zF#`+Hy}5|dp`iK_ejC6<DjT<VEODi=8$)1)o;%^|M^BVNz|$k^%Tzjkx*^bhj)5(x
zjs)A8z=GW=;*PQVYGU_I#O^zgkK$ASZZiXZ8-66Gmx>E8HxllfSSP`bRDUzo7k;?<
z)_FI#T=MoGE^|Gb5@so6g)-cUvzXvynhbLzug-EDP+?`;gGaCkC!y-p-$E2u8rgEd
zlj}dv0uOyYB=373OH=G5A<%Adq`H-<e2F%cI+lVKSz)<RA`)C2<0L&*98e@P{c`&+
z--?jMop*g65oF64`3kBdVfqwn1#1xw9}v0cfAMhd4<EvFCUIl8ebD{MHkfxZMTN*z
zE`&Z8XPC=KQUbmSsUmX&h=eA>m8%K$M1>{F0EOo<#Oc?OnwoEXi1!gv-|P~O3m2NW
zzT)2NNK#Ro;}T09QK9pU(%%boPr8KLiNb{w5SDu3UnX28)I7`c29K3J<8of{_hUD2
zINNcNhY?v9oT?-F`Z2$Y{K;ifv|<S9xT0`Oyf=>&FrD(HE|>Kf(a?x6C}Jt-0x4n3
zQ@HT6G!6)SZ$9o4FTTf0(uozKKeTFX{9q5>=*$hrh0hU;Eh2_k7%@~wJjfn5C}NHz
z4=x}%QI0aUCBy#;N2y4o4Rjh-=wJO--ILpMu%_R3tj@tMKi$s)p4krd2{l93VXR7W
zOofDrD5#z6ZmD8<TZGitAD8X_S`I>TcABpyFW8Q!Wz09&GAgK!g!wAr0#S#@Z_-KB
z*{s?9)^&Q}@9&VOlCNhZF)+vTc~bf+_mA1<vZBY1y37Z86{R`K99trc&78@r9Hn`p
zLK4=B(>l)*gh*1EA5ncfX{-0GG3n-~AJFt?>VNzD=wb+jY+-HwibN5{RwU(Og<f}t
zx836_hC^s~X*%g}JRUHzD3lY4Dpct8YtNjXb{#pnwiLf|VDrckGHlK`MpU=<?~SEU
zp9+1*j+n33n~1y;ACl??)R9zIv2KyJS^9SB*k%cnf##-)Z*_gU{evL5LzR+}iC@wG
z;}U8^6gb<ULjUT!rMZ1;BPZA5*@v4>nUYSY8%9iKIVuaE+gzlKq2Pw#4>ScIgS`43
z8MhYOSQ;6)9vx%;GU2^s*+{2NXgi;=nM4XI^b46Eb&sBgWJv8At!}uxcW=#ni;HeG
zsS(TGNb1+)Z<oHh<BH4w$J%#*S5-WHqb4MTDqTRDL8M6+5Xq&4CRM6ZyaW;s2hu!A
zXu)2wf`W)5qEZA4SW)z^C{k=FQq*gsDMUp@DT<=sZ+6bko_qI_w|uY9<8q$d+1c6I
z+1=UM*_o{k>lu!g5So{GP!FJ*ONFy(*}x~?+k8>TS-d!H?}hzn>GrqmuLy<;XTUoj
zzqe#2U_O~K?#~@H+LBQ~b*%w@jZ_YYbG$sngn=@R*f7x<`go0mJA^&~dC#B@mM(MR
zv_Ob)#38k_n)GXwba*CjtcCQdAZlw(r3zGt`AxK58Gh1cd1Fs>>9K)JQCFRP8z%Od
zS==V%B+VbS<&(b<aLZfIe8-wnMg=x>JooW(ubo6-k)_AZd-|f+>W6%F!o8b@p9<%R
zb}#+<^hMCFe)_Cu$M+xW5b|DQEZeA6^|1WH?oWOH(ParCr}~H8-g{>buxwxuqB}0}
zYtlT*$_RFC2dS!X*i{o2N}ZKk`bVSTZ6^3&1PFd$iv2~e2*uuRkQ6lp7L4FDuYD8U
zLDX3){J}&>mrW1nm2|t5Ui3e&hP5;p!D*gyCaTMHe#*&ib9lwQ@XF+j)TvVlC-<FR
zdY%DBaMC2>`I4w+7EiAW8;|Z??PjR^Pkyzv?wSGwUGV7)w95h48i$<QuN${x$<yOP
z-U`)~lD;%5TS0;!s;Fwn*?4LD$?LlgHFL^L(?m5xd75^<rFqBVWnj++?}|IV{F~VG
zgu+=GjC94krA$=MDETd=$k%H<E0rlf1pAt|iE$3Zh^Wg-*$te^d;ab6;UZiaZDkO%
zEr?pfVNliU7<!af@-2EBsoYzo*`kXJdbCPLk5rLOG2rXSO_--tRmD9-u4#VI#~Au$
zW#cj|syZtUhy|+gX#LM<OZ*FTE_Pvp;!qj*fhC=Ypu*^X`Z2fG{|tzn2{|=MrI7az
zbHQ{)FGg~6s8vLRWq?x4kSCR$Xsd^`ir9&0p~8>B1=lvdm4FKmCI1Dvrbl9f(>MHH
zB?d9HXm<GF+_xdFY%B<?TDS)0rE;VA=9-2W3tXT%6CmPyH;Ba|v~ce?r+JNHLB!mo
zZ%n+@SP**{o5q3&7HxupAjAx#xE}BalBKjbBNojduT?CF*mv}JdK63>17J26zM{j;
z5yygui<z%F8`g2MJ9wep|Cdwi{0OA(5|+AD8fhy0aEBkI`H4Tuio2Tu5x3HHg=v=!
zm}k7442Yb7cnJqc{{%&DtYQa$uD_qGe%?EK+J?L<7{rjP?Xpg|?H3nc@HDXaYJ578
zONAqG1LyAS|H_6X@XpKO9vQx{QjMv$s{3STN7uxVR^tsV`miB!P`o^*B~|#MhsL?(
zwXZ+8*2CGw()2}kIb}8;3RB|es7WF{5>?f|zcmes2ZlCxX`R@Bh+qCsW7<}o_Z@so
zX2mwdw7^AjMbqimJyN+`$Ub#wk(Gr8i=4V?tbsKIFZ(lLibKX@SZjkfb%qMzhz_{x
zQI74X?(z)6J@>E!3-YpCf+PMd4Ba{K(`g;(*4cE&=dVA!=wdOZ#}Nb8DvlZD-9$YJ
zZm(VEPgt|~Whfu>W}NOk^uab}Pcqx91tWXXEcD)cl9tinKF9Z&P)C_-$jG3#Y@@PT
zFoM$r_ed<+MO~+a)z0(jqjHY4NAR)%O>+{TN(ccb@5k!rGr$N=69FVqZQZ<obK)0-
zEvQYwRUR2@=%nra3^0O|0>Ws$xe2L_R5<_6RzZwI{t+e>IDNf2m0+lF=H$$;y!#iJ
zMOsfRxo7#$a9;JhV&sKI5^iU_v@bKmXv|QFDo~M|hdJy#S?RWgSqBh(SF20Ha&mz5
zsBor@DVTrv_t0qGc=F{dyN|{q;wzD4O7mtDW%*N@B){-ywU8gtwSm!SNa6R-UEVSp
z6)Ggvh%@)~-P`ZV{R2iL|Kw2$jBxPV08X<6$yC!H%9cz`E<$mt{+W$nI5d+DtQ1tz
zG(C>-UP1xE-AA~oaM)D|A%J?Woc7ff!!9%eQ3{OUq!=jPvy9WwpkscDuUQ;D+kz3C
z{c#$OBp|m4g+%%lBdrSO=+L~!Z+jo{P4oxxs4MkDJ+H2qhi7d$@JYlqrMhY{PH|dQ
z5S;-P>jSSx=MlJDP#BvqBEP{qG0cyF(+MpV<_M*w6Ll}g5ANR(ph%*Mp$h(|QUxmF
zR_IENQEZ&Zxsx)GTLEEI=*eK%5466A`bdQzkQo_=I5KlNI$hpLs3{y%q*B(*DH%n`
z2T-7cP?$AP-)q=My^dv3H5rCjFB{KeF!to!!5$vW7`Wc(4^gCJ5eM#`wen{aY1!BG
zhgT0xL@o5Z7X&Uay$%dwuxQ1_9FML2o;w+&#ozB^{YZmvByI=)K#KukEF1J)(1tX<
zftpU+<XT&o1tRiW7a?SHQZiDGSwog*D*8iBaSW?l2k`KC$;p@oiO5msdC*%*O=*e3
zFnKF^_8EBAA>a!4;kKy>EzhZq8T}<QyA&9~Nz`~>5qx5hhN}}kyD*H&msqdo!iT#}
zFqd5y6Z~_K?P!`~;RSzJg3l!QAb!@9k(^O~6nkIC(yV_H7{O_12;w|`(~yGS8e?I1
z7VPZxMVSon!9VRAK3Fh<a~kMGDjb@knQBaemYpctSrQJVIXYZcoOUc2Y3F-tCuwlj
zj1h?F2E3^xF;w_7IUuLS`q@Y+Fu;4NX{<kKAU|9%5Tbfm=5KH%)2ZEk;JJUR1GAZq
z0T8_zHI(}uN;Ko&?i5C6^(8!KKt>(ki=SN;fF;H77k#G-6uw2t`}De(U&;)Job8>S
zDBja?YCIVp_sO1m#aF;sS>x9&Ul&)qI^+#tF-)hfP~qJB-tE1gzY&*kBR-wg>yz7C
zg}guUXGm%)fl%Qrs<G>=F$oCD%4tENnC!wz90kIIha0yx=@0!>(xG0+I}{7j=)%kX
zo>vuj(5ZF*nR~;ZbwVC#M!;g$l;o{D-hS*h#FphGeCoM-a{#&j(gIx_QJC_`qkfE=
zKPV&DoeYnvXtyH$qRaVk?>9d}uMc@GxCzsjtNxiYcHIaNdVZOjOE232Dy-uhCpAP=
zF}8Ez5O{xVUpCCVxTkXmHX(TtW~EzY*9~B4KBoGP6sNJ$nbfF~xme$~n&{H2d+eX`
zc^43-Kge9JqB`|SK<6u{wU4raWT;o!rBoF0Sw#)`m-6+9jZ`@KCqKIKzEQAX>JN!C
zTndcfR2QfmyO=YsB%=|hL6eQA=2q_za&GF;Dq~x3SVcj+ijCZbXi)IMP|8ay+<X7%
zLog99YcaOtd5^WHO`Oz?lFcM^nC>JOri+|huztvY<kHOWk^+a(%?MKC@y&>-Bngtz
zH+R0iTFSYYAL9WXh1i0je%?hSp9>ly=OFzi6s$k+2UR#Xt$csU&K-S1PTSel4!`;q
z@~8k_N$3>P$jYhU)V|6>J~J*A&WGFkzPbKh)T%zD<;pwWQE|{zr6p7;MO8uoSdX4E
z8VyklFq|(<d2!xP>}djd@NNNOfE(RF?i~2RX)5vP)cN)@ryjTa32q5fq!P42ia(o^
zkqggUT#p4}dg}~r&a??b2h{fHhQ18ypy5=agbGJqU-L=zn>778(tz;l0F8s=3x9*h
zu%}XENpn?{B~UgFZgdpWCf0*LotmV=iMioai6wf+;)`)do#wzXhLbfFj0;cC%FWF4
z#!byYQt-TSJ_lkOG{z0__SUYr`dy*vqj|u1u*x+B&5`-5cR~!O#MG!?xq8>cE-d<P
z*iSC3LiZ?l(pDJnNG*C+5p=3VoGG}6MlXUg9;|BO%5@2N7Bytj3M;jIm8a5rC4!(x
z*(q#~O$=y+`W9F$hP30U=Zm*sQGsrjPbspIvjAdD^cXqTDeQb_Y4vE7Dwcc%vT(HE
ziUolOr>3q5j=uPn`I$@nNQB)PK46I@IV2jV!EZmf^x1l4=9P$|Yk7z9Giy}|UN`!t
z!r>e!h^$#5v*p|;PN>VOUcl{oxR{L8hRTT+!pQSeL~k;Y^$X5lt_rQ1N^MdhXC^1J
z)v*~X>NY)NW^IH_<8ZQ7)Cxu%FDWK8wNPN<83ml}gNSWcare!gH!nVp6ZA<yM=@56
z^EJzjs~Gwjm-v6ig6J16Vv;2OQM2A8jG71MyXa=c0b%pPN^M_zh7!eE&9d&iGtD^5
zSk21ufhGQ1Wu{Qg4y3l#`X1~pht@@s%E8aS^k|t~|D@5fD)Q)^;BFc2Sn#@A?gEnE
ziV#D@8=ZkS>vXLUyxx*kQhV-`7^{{_NJi8+1cldvmzGE;punq~eq_?bxXtktgb7i9
zNOSK}^<=uxpNMzFQRAv%rINJy5Ygy!FO}qm3jbCD`DS>uKTM-WR3Z_&nZ$+bBs|;6
z3g^2Bhdenmda=+|q^`6@1bT_sprZK4#us?Y=!LM@D@!mzo>?%0lMe8>`pGYX$Cer*
z>3?vHIPnB7O7s)WVlN@K4GTuv_@3zY1>5k5c?!ds{t&uLff1ZWHiCx_ozY9ykT^Ik
z7{W;kM#(7*T_g!RT|PY&Pjs&Y-Ky|It2PNa4bHFl;Ig9E=^%NkLG1Q6wIDBd9H&?I
zVmGdIk_{^Sr3n}6?(jN${v6jX<Tb{hF<eIJmdVN%d>jDY1}OkBoRM3cTPW&AjqV|I
zVk^;0UY-b^k>yRo;yAo;mU?Mw>M?4#l&)F!#1Eq{4N1NARId{JY5DF@*EB@&FfC7W
zZp)tf!)@#Pk%IUhD)G&>vZe(I6!63E&3kkC-Mt8WAXYdxB>@ekaEyJ52Ohs$tuHTH
zS+uda)S}BUU296-nY@xYnR!DwQ^n~w8|3R#zdxZdQBMHRMf_cunhG+q(~*ao(pG}1
zbQv<<^Kdt}YGA`J4-dnT`JQivJK6;5R9xR~QOe$y5;@F(Fh_6+IB8Uue@4z9D;JWc
zA$_suB(EJG$-h#ipHNY7_R;8^H3?K1D}Y>ZuD$E01y@cQBOz^!1}X|`uf7={tv_}(
zdi`HL755`<g<a&XE>scUVnx|7RqhFQX4k*{?Y~D#5EBEUC%2Osx@$$hHyek%qv%T1
zm<y2$?z-DOtK(1_^FK+jR4$0BD!FhN$p9(G4BYaOR5}=PRxbaNyG}j2z0ahO_g8EK
zJXi3Htl6@I?uf4RAm~(^*vT8Mo4N&g)Z#e&3;V1JBXNELhQOzW{uZFdXr;2dZ*B4N
z&9C&B81hb^k($NNUDLP!RTDzqIhYnv9AO=BS(<bDu4Qc>c&aH0Yh{`{6dOEJyT?SB
zQjuI0Z?N1+h#)w{#4j+67aZ=p*W6mK%q1bOQfxCKvu*PloU`d17!j&4h|%_>KVRJ&
zzWAZ%fTcQvm@bP#*kS6Mm#0nd1hHn2beTU)%SK$7{WAE#&Arl*i8B^NCP($0Yy0+^
zgNEn=CW<SvbUi<`%D#jFuoDc81(8LEUkj_4_v%>p0=+m%=?xF3Swms}iGC~~i23<s
zXJWUiRk;FcRZmAiQ;L&E|LQcA@d<mm{2Tq>DMSjTW=xo25^G&=rAY!@Z3Z#EA2OZm
zmFw{Nu34EOuQg*aD~K%m_h$Z3ZsqZwL@0%b_iB=CCef=Hj`L!~K<v{$ecj-fku8vB
z>{7r+kuSHmD`u|Tx8l2uIQAFe>%_Fm%X@6Z6Y<Mpu?WcAJ>UJ(rTp|bH|!#k59}Cs
z_JDF&BQNF2VS30Q*c|VErLbnwz82I&710DQo_wQmLdj72ZUp^9VpltTo@kMsam{dK
zJY<aNB6}j_xAxn&`=f@l2;)!yl~AJ;TgVT-70WU_gnFj+IOm?b3aQ2z)bQwTGE$j>
zefFZ;8n4LTC`?r$|E@{7$&Z~J8uG?6Jw{O$$B9FW2VJu38<l;NPB$fw6Un}vMP>4%
z!cP;1%MRA=)P|@IL+7FY8r<|&#&S+U?t2r8TN3S^ft@vnCTIdfZ`ds|_sr&jeOFwI
z(0rG&%$Y993b5qg(dT#hv`ZXs1)008bDuoxjl`bftzfXo(EqV;;uA|Yso;5qGzt_Y
z3-57q3)~TTqut#0?V{*ofyYgIhmXhJ*8gmJaCWLu?8-f*urMF?0*d_r;{kRnmo5$v
z^jiIiBQlsRQTmhl#*%F}&1_E`Y7SnyuY&i8Bak=S&CbpU)-}D5h2r-ccV6>js(LO?
zb)&dzUUBQB!p^*vv)lc9cv{H2HFf|P;~KnK|MiZnd%NSDdOL%dC0Le@Zp#b4=rsyk
z$_$pNbU?C7Df@7X!DGh%KBOb<ptFg)&nfQq8!>30gqR5EkkTFgz?G8k{9yz{X3xTJ
z?w{e-SMzZ$VOEW+3z6V^dIpDA_^Nte539XmBoRX3tRwp1#$K+^qE3q&yEN#PeQU_O
z9wQgEILWe7wcEFeWv=ak@KLc6D%*R9FKe8da9-Dt_ZTzC44ll%Wo<kEvb;GYbUw4$
zfCvwdH1FT5-Q3nh`ZK`ePRENwJ<$eIU#Kwlu6OrrUHZ__fh0x>e13U|(b?)vrjY~*
zk2HUK%Bb&8J|^afeKdwt$YrMU<<mcOZ(H$dWsWGMsf+$XGcU?lDv&ur-$uVt;a`Ts
ze4KUv{1?})>ZY!_)Y)FyC4Xg}((7ksM|6G~JY(t1?J)bZ^LBNjomz4e(Nv@wr9wh5
z3B0Qds~l~dbHGrlUqCv?uK4kZd$v^|PO0kkfg@6h!ck;rA(0g#JE_-zMw)mqcbU8*
zP{iuTPG@v8LnZylQkmf<gWEVT!)K=mvD%Q6gWl3XM9hrl@I=2N`oURi_ih{X51BHp
zBt{hcT}3^Lnycx=6Do}7C7ZSWqTqn!8>#&IVRR~hEfl%wRjg*>j2?#s6{t%UepW#k
zx^(14?-ORdxzyK=hJK8e%EY^R)C{=}MaucCSI3W~^k*vkw;Tw4vaiY4T`NC;H}9V^
zUPC?$IJOD)3O!Eb9|Mp#2}Pu=m*Ey<MVlGqs4>9zlk`4kq-MByO5gzpf9xluO2&JF
zs>pdT(Pp}o)+n5zjBqe$Kq-yQP$6DjI(7mbx0PJ0IDCo3NJ<9k5Vce|)qkCqTJ9bA
zYU__;kJ7JV%#8@M1rxW$`op`FL5x_451sz-x-m$)47%*a`ojw`2nAo`F=g!*Zg%>^
z>%kyqcw*S}X_`GevW)5vuNPxUrG}{RtsppF>lM%I9UlY-NWI|_EAORcU=t>;wnFVC
zlvFq!^mVrWD8>L1e93bBOfPBR3J2?HmU8*0DrcxC?Yu+-UyCpOIWbRBZoWHdTDFR4
z6|}@KyWl#Z<xID&!ba+=chh|fUfMiDi&A-dER^rL(>asRBGBPd;qaLeYhT$;&*r_}
z;u5v?DV`)Ha3AqnNad}f*FvS#llE?>KB~t_1^RK4sTO*yYNNNd!4SlGHZH>L%V0H3
z0n`?Zpk6^NehYNLxMXlX)30mlv`tMzPHwN_r!!w^ZgA3e>{8)0YI)u(^_Jpsg4PrK
zk#}jUqme{*F8wA-4I+;uiyJP*S-}5NR$s*(wcb=xPq472d2T-0JQ7{Hc~ymTLGN;p
z4ST;KE`EQyE$6OwEeutqz)(+RC-FKFXM$c^9Nr5ttvHovP2fC$2BS87y-YZ4%Rv}p
z>mj0^t<Ju-i`HJaW`COZC1fNH7CiRk3u74KJH$4`iXd#X+NNn=AhBMAw~BiI)*&8^
z-0G?5%lYm!?`|63p!G<ucC>e_aOoQwymHxI5uTAz2Bn}M2**%DXd-rk{~30Fi&wnz
z!2d+6{Wh<(YG)kfEnbO6tQ9HkVQqS;e~~~uHanRSu&e6@-)5&?{3K5Lnb?U{P_G9z
zJB3`{^EN7(Rzmj(t%6F)3^Gy((;u`FDfkCyWhob))E;hh$j^*HGsZOy?60-&npUWm
zH<Cr$Xz6^#cTmr?AC<*lwL)G-$aG1qsH8om)Dgj;$Q!yR23`(P`lHwzr52yS)t>&z
z*C*K>Rnf6CE>7-eVB3j<(}EE?cLi`Ny@808OjiEQ8a+@B(n)|ejNl}Gd83)X1}BU9
zZ)r}X=GsmBZ#-LF^Q(Rt8iFTV@qOpOyGKZOQQ##0$P7nTe!7C;F)=!iT&n7Jgsy{B
zF$LR@mqqEn$S2VZjZ8Cb%q-R`;UQsB@IuCdmu3vS9aaJMBOc#Rz|t#u=nd&|P}DGj
zQ@xw>Cx(G%8gLb$KjPrjKM9QBBtCjq1%`<b`=PZl4fxtJMQz85?+J7`NI}-p+{`fP
z(wJ?A6n2mZRFh_?nl~=C8Hq>84%!t>Gi|7u<hZ8~tCBQAmAtD}BW`b)0aW3KoI_ZM
z!_U|ItmtYu$7>myLX9NJ5umg>(#B9~L%E0q$5j?Ht+y9@?ZDWmy-cPb1Amp~9px>?
ztj|0<aF@-FQa_s2sxLLG5^D#=m7OPWXQ(58intmwgX6<W96}E8M)P~xnW%(vsx6K-
zm0}O!jo=GIB{9^S5IX=JYE?VY?;9lSZhG6?r}GkLsR2-i**^dpsY<znb?WPIHUhff
zgi}&NI@Too?rd7wZ2ZV8Iw8yGk*QB5z3$LiOV!?sA@(LxYr#G;QSYVs7xQYxP~bIS
z0Em=lp9sgxqm*}UcMOs$oPXEk>>4ql9g@-3KG|mT<SRm$_^R3{G9FjuYMzN9O{Xxk
zZs_I0_c{NXmMK;HRjOS{C8EZAcO9<DB}1<&oE?W>eCpV%>0r+FJ?eGL&k%coOUH1p
zi(+PAis^H$zq2Mm_p&5S3z(yyuh?VA!gwrALbZ#4lSi*UgP0DoHh`OB{Xvq}lDMZb
zUsWg~*DNfl6p$=R>LtR1{_rTL5J1vtfT{4Uzc`!ew@^Y0JyFIYuj28k2Iz&pA&QlY
zfV(x#Z1Z9{&3d>H4(Ddg2!|WyO>Rh6mJRbJPQ{os%qVQwW@a1w*QrmR&gqwQNpIil
zk~Z|P!O*Dn7^Bem-n^;Q4Jzap`H*fX&%U|n3#eDdBxMqIuR3|(t%u?JnOXboDmSMr
zQ(K`rmp@9jr(~Sx*a;^XMwEvZK?xolJ^Y_B=PaYipz1tDb;>C*MN&OlmW|m;r^J(%
zh%&k=cgZvoDXXj@q_&<zV^4(%{`~LK7bkS<Pr(l=^Gq`x7I!GE83QZba+b^^o~V!k
z37#>5>sTTVe<<6A0^bSnNJam?KI|c-2u&`-dvOtCmyyG1UY!IbLPioqvDH=(>7hw2
zp6LDuJy3<S{%F(Yb@yb3oCgjJE}3vzIRY5(MDGWMKj59XXGs4;6?+VUN$Az&L(knX
zp4hIO8FPta^cn*cpT<AzDkYY==enJKe$1N7XfaXX<v@X#q8J%)OQ>+;`bWBsyei}r
zZ7Q?##i_5WH9!u(-VlNho;0gH_|8YaAH6)}eD?am)Gmqi1i7EW88|YsPjJnU^W4a5
z7SH|s!jLzRK~~V<P$3b~oqjuiINtgEs?;fJ)%}vBB3V1&pl98vXH+=LsvR2iLq1YI
zyDJ+W%;?jNde$1qO8V0vmQw-O`XELhDw&ra2hu)D?fn)EU)v9LT6JVY<B)d(%>cw$
zdGsmK$#GVfefqDn2ya<ZP0j-(qA23BX5`5J>8N8a<Kz(!C*Y<!ry9nZA=RydpC&m>
zSKw4Xl0wnT5jU)`h(zrc>K+x&u+JiYji}KaK5mU`Y^iyZ8n_FI3>8Q=WyHYYCU3+(
zAYz*@PfDEe^pjH%Pqj*(qP8lBQ4Kdu$UR)B-0Xu<%Oyk$yQQgEjH>D@RJ9^i?SYW?
zy5b!~DHRSsYpfh{I^5K*UCwfKMXD&>hF`hOK?p_%zf-?W6*G$pM_w0l3~m)qn5w!v
zY21^B7I~ynN3mLTu6aMVed3>YRW9xxL<_~>MN)?Ty(srOs+cLMb58q*Zc~L;gh<)m
z{nI&vrKuqvVQlI9iDK-jMksP{B)K<ovQ6RWn*-4*+wUds0>30xDFg4Ifg$H<1PmO~
zduUWgc%w!T1|7BtZ7BF`AAShI8@c2M@PI$iuG;gho>D2_W>V|QgqBDmM4U1N@mh!j
zjt-oL255mUxs5teKHbf5a^d&lP9km@<D<y(?{4_cH%^o#`KRpK?pwsIq#^n6N6jO@
z5yLLl=_6^rlhjeAhN)G9-mrO>({xV^t_YoXHtX<mqmYv_`b4!`_VvW7F_U0|JB2J<
zyAN(ZI=xx*kbbm6H&7lG@~+2O(=~DJz~?%f#Y(w>`VWHk5<C^Yn<dP^>~BdsiN6w+
z0z=EU>Pklpi}xsa5Y-j!R^vpfd|GbwiC*z=S}=n1a-h>ME87yQs1OU2d<dN+<4VxQ
zCL$lJgZf5k4<&PFkv=hqdP9YuN9G8!xv7LQM`ZBabEq}7c_s$dI!pg3_U_}sGwY!R
zBR!_@_-v~U3dDkH_g~W%aW<S@m8b1Jz3Q5H0`Yv8iFcfw(Iez^e?B33_ZwHm5s24M
zOnA2AFT+F5_nUWKHvgK*A`mX!`FL+*nZWMVVm^eK3a5Gb8lQf0{N|AJYn3WrpYFOq
z9S79DLvAZ%$l=hu6u*YdoBR@6Lad+v_{e(y`DCJORv*yBMGU+=4kV@G$xz|U`|9Ds
zv5jGmeP!9nEmg`4lo~szMp8J8Y$0SZcW2)N(x`Cm>UZ^_U&ny7qqAqfa^)lQXcj8U
z=;16*y-2%3L4#GT1a!`&!oS;xBKPvtIUn>Wx(E%OsuQ~pxw+(rO~JX{jc{VoH<8Pz
zgH)Ix7CHwx+NK4$WD<UbJ1k}V$Sumz+)+V2jGc?OKm?=F3L<K&HGK>5v^=PGC(jD!
zAf!IHY7XqOhHzHA@6xohN-EJsg@06pQ}VtR8;(C*pI<*%w|xcBR(%bQx=1-UwBd^~
zJE-&y&YG3iFF&w(P)I(CF@GL~7_+xyN;qd)c%qBv5;&Tv8fU0RaxK-o$7miT2H<a1
zL0>wDoZF6fyz%opMkxVP@YO+9<lL}+tQ($$c(S-xh-%HMEv<2+{_w<E2sj-s%tL=O
zp{XX8Tu!`tlGc!OkAL{pJwx!|yACC)uT5|Jm+>s6pU(gz_*W5iN&XcjrVK>`RE1Ob
z$k}=Kx9NsQKwXEfx@^N0(j$Ib-y8%$j!S`;Hr7!awQ$XlONj=u!s=yiMt-=^zxioQ
zbW-8GF>6h)+}rTV>ce#>>Yd)jwi(66+9XmH^>9NlRqoMJYD(*ysr3qU$$=XSys;+h
zn@euRs&Hz4*Xo5oo~nZYp8ki($46ALnyQ$MTOcnZo9?`jR}S4)j+In6#gESVrrkh<
z2htx}ynZs({UMj?CGXPcJx4v3$LRV)=%(hqrvU>wTMu~Ern9*CNLu#2kh4CY<{oR?
z01qO(H3XBOg1;-bNB_<jk05lIA8!?d5E_NcnHQdWMWZQ*x1`ZXvqZM{EH_IOGMOC`
z8&z)q1Fp($SiGR=%Wrf-vp&vJU<4-(p7#{vBrAmSIddK!zvR*9cj0{V`klr5fBEQE
z5ioZY4R)fEb#$zh8q&gWs*&s#ke3~zDC3bAx}geZ-NaRuo;reSw>2FvI=-<nU6I`h
zA&)|wzHsQem!GW{@-L1W(z30@?j%vpXQu!iT_*hfMTfDKLXrSY=pf3yb+JADzUl6?
z^Y80|C{tHn`N1E<)`El=2qxG!3x;s2eSog%yek;zUK&9vOr-kjZoBc1lzMC}HFk)`
zmK{Q(i2B!kq#KliPMUv(nrGd>eU7+Fg;PBLt*Lc8BFdHiDE97ATrCYoaK1n|{bz^6
z>6;2sg5*QvR6m~qMsU6k6m*-Jla(_O?%3Eb6V)cC3jfaFmo)h(_U7{tnC)InSo*`e
z7@P*1%*G_fQvIRbUd{F<(Q5REei&=8u#p{}iu%Le0ok~KfLZzj5=kL)RqV1zO-i9a
z$4M&*nQ27d>&XS5aB4eo+z;?rf^U}!=k;&qS6Gk-t!vJ>jrqf$f`01@pgMMV1DIQ;
zpK>Fo?+&zzO=&qiD*W{aQ}4oy&wZ`=!xx2Y<zHTYyg0tks0$|Got-r-V&Ip{R{y23
z>8oavFchT!x8{N$4is}CaD6>!*s;1d?!@AF>aXH&pBvQ0D3@fU@MiH;G^VcVpP#%e
z@<82?GwPggs&(8y$tagb84VtIEO;52Ml{0yWs8wZJ_sZ1ONEr1+ud_vUo0OMlPnm)
z*_3elmj{jMn+lT?N87h(+cPX{Bv0Ov*sYMCyl2CQIV$X8DcGcSQm?)HnPa9$d`^e<
zntSDQRd3(wqDS3g<xAgPJGH-G{o=nXFN5b2xR2RrPNO;&opaf@L+)9WJ51i7o3pge
zp6JxMvhmZeoVd!2rHW%+7wTBnq-o*F(B$!i31?*ZXZb5g)ah?&n>UU;+7c9RxaIK6
z*F8q=2bTHEf)OtC0T*B&Q5RU`qZU?=R}#J1=(H+)cLZp0qfTD1?EDW9lm_FWmjA9)
zm-Uw%cP3PNI-`_QQ5vO+-doIi1Hbc^3YoX}#KPT39nC4^r`3@@TVA@MPVzY+Ct+@<
zIrVBa5IdgPFIx4g_v8LcP9ZDxukRncvq#N1Q=8{4%>AvL%lkB&bFN|iRO*s{pGU^=
zC{EwB?8yGUeQHBBd1}(P;lZ?DTW5C*MmoKeI!)KW&;jbx@sA4Ul{vXDjCSXQoHtuE
z?bEf|^}zX>lDE=e1m_1tZVjWq=HgjwczQ;5Q5I3&344Sp#Ggz)w1ZFJC8)lUkO<^@
zNi+-Vs*8TR{)vh|!V%X05JJjghxKEa2F_D@EAsCE*5iKH^8UAA1ZQo+c_nS#iLSam
zqQcQB`s9N)gWCy|9N9f}uaHn0JmDt|iZkX`BE_Au*!a0r65W4k-=V@;-S@4=nVYdm
z=#OZPR^>G6I_sx*rrr)|(;wb5YWS2{l5LYQmVTTnSMUh0rk1F1#y7vAU|u5_qx6R+
zvV>w};O(-$4$w!mM3*iXRpA_NTzK0<XW<;Vqe8d;JUavd^tA?@Pa;Q!lUg~wrn?{E
z%fyM(r-3ZFD*2vsVqfLs*IY0F!DLg<o_$-5;bu}$$S)Woa-hW0A_U1Ynh|@9QCgz(
z0|&q8-rKAWM&1)jgO}l6L#@=*X7>DotfI_3f5D4x^60o`HJ0wH6>`${esJ&7>~zzl
zicPke`EN+H;H612mUs&YKGE$#gF%J!{?HAJr|)SWaz1XBQ*+n2;oxUu*0#({VD$)Z
ze+Fnj)3;F-%bx)eBQZa(LyQpX%1C<=I%PLJGVsQ05bf|HZpe6Q-mw0=ZF$q-2JF=P
zVnDeW6-oc68wL*9f+x4UNl;1?KDwvlN4`kZE=&IG`;2a3Rn@`JfFf1+4i|wZ;L(gT
zWG)nqvxo;&I4_QNmn_-^%m2sS>*noijV;bsIF02~Oi=CiPJiLMm3SdF7?KvHlS-%p
zy|#EYcyP?hq>bDDdwOuGQ7j{+AA-etY$tv(qKMJKE{Ya;#IC2Ke$HfcHGRh~da3=Y
zNZ;}MarhCT-+D46<npERt~C96$27!trVZL3Y-^g=iuqy&k5yM>9N|b7h!%_8BDzP6
z|J^j-;#S5?STgB(53*eUrw_)I3TOWX6E9EQaTk(ztXxxPdmr4e+Q-ddJ5Kj_Z!W^e
z|D8Pgkum4usSit}+mS?r3g?F6Ubme(yLHIvoBYEsW!9)Cuu80k;8&QF^inn1$fQwv
zgnxPm@!pH=x$sY4bYi_$_-`Qml~s5eGM4D%SMIwoAgaQtQGMud9oCFTl&Q<cUa??d
zzDyR1WErXCOFU&q=9E0kXs%Ep-Vx4%<fV6a{iTf5ynt3E-%SGbvoK8pc4!$T9*cuA
z#jd4lmAOIe$ys;_lt)$T(#TNZ+r*%@o%O<&`wo?;^uwx~6!%ik&TKsP$$)c4ZghGu
zIpFZ=V!Jd;my()VKQ~xlQYSpJef3+fVN!1$S$Ei9le&kz4;1rVy5m-b)1zbcR;}0e
z3^}I}xc>9^)l(Nm)i}ajlRKm^hoe>wgQ3}d)js(2_g*2V|J%d2Eu1|{I5`h(`B(Df
z!GPtaD(0vvoC($LxM#{y*pBY6(B+k-jg)a(HTx-5s-_1HcCwuOa8a(}WuSVWwymc>
z-vHIWy}8jFw=WzZZI)1Vz0xVa8ajca=~L*ADxCdWK5bdlad60~_s~}ty|8D3)U8?;
zbwy^-G;+P7<~Q&xP=&*nXBi>q_g&X*+51L;)a*fTu2LwdzR2hR;xHA?<UR){eAyTL
zxpYf-c}7pepUKInRh?gu(<DM*8ZpaxwMkN`aNb<^<40F#!-H8rwAZWptHzG*&Z>mw
zsBqR~O}lpfCzC@??`^HU#P{cf^lbWqTyc`w_Dk2BZUb@=qrz!9@4gSeI65-q93S~q
z>f;Ao>DbzesB<nlMR65K6~W60m6X`Mn1+%HXT|-$7PM=c7IMNBht`=|U1hXYL)jnX
zpnph*g{<Uo4W=2Kmz_yQu>^NNCa5Z$RqG%A<oc=bZwmKZ^U?C(1_;3p)i0NmF%#(u
zGAUm{APPB~6LECV7xKE7T`Gfb=o77+ba$=_--?49c)t5hl{RKqG2rDul2VWT5IJ~;
z!oj_Nlj-&?z|kc#;QGE$nG_FFbt!P0$(dW>2dHz1ivpq|kS?N0n5ZsK_y%R}+PY&4
zN8{Aqt<kN2Ut6U;7HVsilr2O@mhvKmCb)-x_{O?<)qjHh_~&2S)i3j58?`?u+aVeL
zy~nv(qeq_ZJK)X^53UF~v!<=-+~DxaczWawt#3{G=(*yMbD-bzNB((d4noIrvqq1s
z_{5l!F%6%9F5C0in74*JX||<<7y#&zQ(R{XU2H&)H2a;XLRx2#Qzq$!-d5F0Y4F0+
zDwx{Zs?dt+QW3|h;B8=>rN9WzKMBu$D57-V{!gCW^vjK{kY4E6+DDRikj48b<21^r
z1w%O1@nb8|sqQKgl>yhi91DQ6srLhIW_G(a<Sgmd;@#`ktOm}tjMEsKXExuv^w5y8
z21XCUV4A|@|K>F5`encC-02}_cHcQ)fBpmyf*N~cH|A#9;(e-D`ytOY8;bD8S>2yG
z^3?`3Ynh@g7<9$H*`tIah-g5*C1h2JlvOWjqN6E_0Z{u)6?-jsj;7+D;6>XeB$1wS
z;EtF7P_F8y>c!q8(nXuv9nfCMK&q@Jd$4O9j~r(!{Xvp-3_Rty1Bt3SmIuRM4Jb8e
z%&3NXkrXMb+$C|<<z7KpsBo%XU%lx2`tX<Rx$NG?Tei?G1l!RA=KiW5yuJ1H>tM<s
zd;aDBTvI{q_=L4&1o5dH(sbu)N6f(xHJ1wKaQDqkhrf<9C_68<qNPfa@)?FXlA_dq
zzgEB)%&Ws}?F4-%tyrqdlSmOt;s<|p_i6aeRS?gWRhb1+<p@<N%Uni{eZ*uc<n2XN
z3{XYeDdN>%D8M7S##4p!+=na9?wo|XhW_b2SB%|=qoVgO!6cLhBdos}+(3UR!Vvd2
zh?+ACUl?)@&TbNUY&YzjHfjq-P!lV?zZJOwhVT(@nO4$Q!FX|6ky{#!;Cze7t*(ZL
zl(>mm@YTum2@fF9%oeW4X~cq&Mz)|4U*O%kqy<yqJa(X8g;m$UhgN@Rf%lXr47tsN
z=jM8pk6<w3>JKd}FVe`T@W_+8htVHGEmGn8#3w*y`{mgu6E`J<G{@<|rAvi#cklC^
zgWaH(=?@{iCP_Se4zjay={CfD3rS;D;oq~u3Xz+fp0;%0FpQ*cP|2XCsc^K{l^_25
z4=t+R4HzHx4@~f$r9q{_&P3-WK(zx43P?1m@FSwbJTjq4gV)P1KvoT3GJDdBN`<rG
z&dqr#Ejr?|?wN5{=Us6bDMiLAU5c{{`bb9n0W>~TIF;X>QlZ&#oU!g2KYwtw?4D|a
zRP%-yOBY3%S#+(Nqb`b!-{7m^w5!^V`&zqle+_};js$!QEf`_B8T&+cKhEE(aQ^Q0
z{NRPZxFIJpw0P{PeQ<g~x70pC^VVC=^Ro}=a;b1Qg$$OXHO+EwTwNY9oUGB&IT!p0
zt;k8`s|ZO*8tqcyEP1!#I&TV+p<USFXYZ9JqeEU2kI3CLB2>uzrE}p$9sXTf31LzE
zLEB0oRQO@xp!8LK^R8i!y64NF?L!tqmkOuL<S!oB_&t1j1{9sux_x%0VYLwzSp2Aa
zR5)KPJ2AHF6<Ed>{kZL?+uL7i){#<RgvGBw=p$t*797rNiEevR!l`hcdGY1*&i-;>
z$Qhh?;f=Mnl2H32r;-g&;b_ld|FJ`P>CJUex?L*F-1z$4>+_Ety2A9PHO48D3_X-p
z<3#rv2)=uer0tha_s!{DbqY3+!G~He{x}zH`}gB!!(09Sv;Q_L-#g@-IP%_<xtCt4
zwYtD!&nL~F)5I;HnZFOwy6m0B!)Mm|5gCmaJbSP|Z22!A9GIJ@{F9W36Qy272JcLh
zYX_|qBb<K+b;-Xn<lNb)%i>o@PLQ6J?4|9-+S5640m8smm|Cva#W#`WbwY`1U>CPw
zWSr<71^GykwH)Jg-guBfg;V{{gSD!^F#~V3{SR3=D}!Qvjxc;<uVQRF`a?5i6ZMk)
zpxp>fd@7tP>R)rg#`L}+`S8I@{-I9(#_MwL!2qYiInepnsjsy!fUfO-_~7o@kbWNR
zDHPHz!BhJ!6;AGujt%B~bTUmobe;0LP7&f?!5`kGln<(KKL4@lv*lidSwMg2It{5#
zLP1s*g$*>0b$kc?hIX!cLpkfI!8P56cR5b0s&JldvU7BwFEHD8zjT+ovUt2mzuF~u
zt6<M?>_Kdu>nPIy9YW-|R5(BXb>TTDZpS3*F(<K7#Wq)pjCgcXXZ9s3&N2Ib+_^Wq
z*`B<RlYPayD$ae#39J|OUc_Q5oO`xSK3#7&VE!}U_s{p<d!yE_TngZetF3^&11vDM
zUC|BnHMy28H8x%~lJ7+CTH1oB@RK!Rv*ZM@oF|r8<~AiB!+VGvhK*WQN=<2rM%1g$
zEiI=>NQHA<ZpCxIIs)rli)ZV6>kUQJ48Pav=QF?v&iZP^3$wDbF)vbJAy9?$(7K;G
zcc^=L$a$#v{#*aNY^WJQvU9mqILkWKSl#B8HX&z4mx|A%y?{h>{uX)<jx{b7&bI0k
z57ym?d;F`%)PH$r!#*;CE=ihKgZp9xO>6$XrDX>;JjNLiMhiyzLY(z#E1Yf<e5=A~
z_04r_KU)Li{<a3A-aB`W;ZJEWf|Jx|?;ngC*kiI`yuWsK-4lDTp*LIj>n&GbPp-s%
z-%EiJoXQ6+k*r$R04rTUs=|4{<=ts*=3fSL?f5%(H^}HGOb=W$%d>L#{E>sI6n&ef
z8=g#PsBmt7;=Aug_5_-fFC2NPW8;2?>7?FyiOh6b(|8=`lkKO*q>z)>ZA9jqA1ybX
zA<sp(KPov-&lsP%>fJFR=be<5LqBY@1TPqfC&4omyH58pXr#Y%p76@>xKzbAF96d@
z>h5=Y-4}Ao95}DTu_4r~zu_x=k^mhGMsU(}^=fig%q-Q}9sI-p=SF@?ff1aGfiqGL
zPIdZbFtE3L_3tZRZ@2<WW{WoE-st>bOHgZZz=9FX6z|SEsiY`?bN@GesxO~}hndGG
zEGf6>u@%5+xnfx`g!4CGQkpKg<l@pA&$yIQO)>ghDx5>Z#*I8N9!KD9FMYXlb|&IG
zz$dp>>{*&l?&PhiwwDU9Xu<QC<AGtjC<U3&FqJrl7?|04h4eg);-462@pCqR@#g$H
zVeb~VtkppUx}~^vWESP*vs(uu$s!0x*2P2BKhaqY%n0gG-~JQL@8~pO6mx?&j2>kc
zO`_1z;V?JA58k3YN4C>eOofyD<dc)H>VY%Cb58Qsmc>=o#PMhjJP4k81^B{zy%c>`
zh4a9eixw}5K;>DKe#KwOqmj)Cgs6M#^T@JWm0c_X(e~)cgNdQT*)QPP@Zql1nZ4>X
z33-oD3kmLp)B+XGq=~;@lk*fL<n-!+cW-=A?SQrcW=2-VG&qBj0Y<sO_{x)En2t#7
zu(!`&m=;^mBT$n{ou|S-Gr{Dkop8J-V?lKE2nppta?liWP`QIf%5rEY$be~C9>M7A
zl48F~fYRVLYr#ts`7{K6&(eu%D*Sx{Zr^O0KZ>4p=7q`7z?X=4x~V^Oo;uTc2~Mp)
zq*>+gs1DH3G)Q};!ny62E4L0j4ZTi(AOV1Cwlo;Q`3!Ys2(JdFE38<2q8;(*X*}Z$
z*g!29!Abj0Bq={HUtL-Rhd_79_ul(PMZi`G6dr|$c^--=O~-;q8+LT7urGAD*CDy9
zpqj^gqnz`QfPvISD*Q)w@F3at;GOL@uK6X6Cdp=uojX<4@gF;Ygi`8IH=9Gy*vG<>
zZ;=}PL93l*IV_xlfZBBXKm@C?Zvrx+CcyxmYg2!CAA`s!5V-)<A3_@iAdj4rkx3C1
z%vFMpvhMKZ=AWwnt!dJzn?co=pdT4qN)hqp&HEp2x%`Dgw74Y^Hz`o0K9Fpo2|$J1
zN(-NfoUR0VITjN=VT`vM8~uLJcETT&G!VSolZGR4vYVAnSC6IC&@H$vi7bCG%!ThK
zr!L>KXe<^I{Xqk+T4)AQi&VlDSKcJN%wr80O_fqrnj+%7_TU<LYe<v$|NLm|gyOAg
z>M?X48x!5r*gdkUNi!MLjPLXK9PyY6M<V9y59!gB#IuwzXDGtXiQbe_O`4%<UKj3-
zf#;m}aQxs<z^6=a22pR4agl~gxXID?(d<lx*k+nGuLI!?4xmn3@B8)rrcQ5)OUfnm
zG7LVrYDPgEP?l9pS#b4t?9Hv<>oOe_xsK^5rIK{^cIvGEp6hB_aj1|04DwOz?Z^B9
z;ibR`PKqT3zWWjK!IDHzHA98N5r<%PPkpHJvm0LIZCTM@Le-M-U;`oi6(0@#Iuok1
zx%TOb*Z&6hm&=%s288e3@Un5seQjs7YNR47Dzq08TdIdAdwH{A-6WZVIWJ6Mtk50f
z_`;UD(`nAtlRv-c$4<RM{!Dd4R3DLbaMK+_l?=sal}9BH{R0UUFJ-FCk%@yyk%wNN
zUX8|Yy+A1~imV0H+lnmz2yI7^1EXdSKY2nh4E;fSv#O~c`jq!;61Sq{NrOv085XMN
z^=7#?vs8Sh`N)DDzzfC7s0AZ9_fRhoHjTy%hx3e_s6Ox|BKn{|qz@F|nWu7aE@&`;
zmv;Ul+E>zM7@Q02nzBcSeb{4YH*#UY2u?#o5T_jBbf<+M2B!rhI7x=R?#yEYud`b?
zIXSm&yySK=kNN9BDKLVwf$%CwCvO#q8m2#r?Kz=;5*WcrYlYV>mQEeU%qjeH^Vmm+
zb%;l&1tT~~x7JI^N?M+&ko*!drm~cj0wXwS@_Id)PBW{@FK;kqLI_VZIHWi{4mCeZ
zff1ZEp}k&=)9_zh*4RSY&fqKsMsU&|;B}3qlldRP9p1HVE}i;d6LkbpbNFo9Y;pBY
zdj{zwL3^H6OIjI;R$v7~bSPz?nw~*9PRvx+{&?asjF6T@QgDh{FoJwMAy*L)X*S2=
zX1mTVef_%&Q_aF{!3b{J@V!pV9z*Z?88397aA#7;nbz~))#G19GDf|`g=r^JJAIIL
z3tsS(!i-0#P<K@b6<XZgiA8w(p6IP6Nu<ILeuGENIu3$JO(`(a#J|);B_1)=PF`;G
zB{~nA-0{u^hx|#dv{@?rc^H5Z^yILmbsHnZ{AL;{A@oPF*Oy1M6d1utLgw|06-pVU
z)K&}EU$BId+WK@FoED7WG$RvSj3jP>_HhxMX7X4tf^$ir?*?A`()lN&?S`MFzz9x?
z&7=8g;58cq{InKg3r29Rjf>MVzsKpj1tU0B@Eu>LHFR3=|0A5F$$K4n+zrm{`^Fr}
zXq_5zzB=;miRI%bo7r{@@R0-xG=`<3lnO#LRqzJIHlTG}=jg<;aMcbp@I5t9PC_oD
z6*DFHpoW-pbAEWDUF9`t5_sH5qYk{}Jf8T%;X{ii8YPMldxPT>0$<%7Z$9-v<HKo?
z@IKg=qnZ_$%?W>1TiIn(yk=Q>59D2?{?|uiDi{m0FvC6vi<7a$4IA-O{rf(KS^nsc
zJF<$?G8KoPLCfy%q!tVzI)j!w3tl(Cw-yalzXJHT=bw`ny1P5BX{&6kmA`k0+D?QZ
z8@~ll_!raZb2f@d5*|6LxG2FrM4y}eFw>u^6R4^~*6T=Bw}6vD<88T)=Ngn5*5F>o
zV;_|a?=?CfQ*CzyPNI=Ics-5)*@Z>$62c~?<9=tm)9BXBNFFag@TAsrQ3xj@ykW5e
zF8)iJdO8BCX8TdIHKLpKpSMP}Xkm~RZ=r4@AfqN0Tgo!pQm7D}#y=EB)S*x{th`4l
zpttTX&L26_<EXaT_=cEv+}riSvv<i(Y2l#MS?W1_aBCFPleV#I`dxK}RL(8Xy$&wh
zJV*#erxnFwZ=@2^z*tx?g849n8qQZ)g%sT~n4nhMc^v&g!=Ws%kCKxs9eNPkA|o>+
zAKt29g$dQKD@aXg>}(narJd-2h(W1kV+O2qqO@xP_*oHIl<Ti<M)|O+NK;hBo5(U|
z;8S)bb$as=!~$nlm%*YkhIv&AjNqhO^+*-G9YoBujNIHj1m+>9>7Xo$Qd_6|h$@4A
zK;}Q)hw3S)4DTG6Fv8JcM>x<s%uyV7??(}xljYHetk|)XvykSq(Dx}oBaH*%O6TMv
z<e0=^8KaezNg)uC13rpkHi^KN#J8vvfz@Y;nIRU8G)al65$nOskcs41Z`v`-flfK+
zjQnuP-1NUI8P=BqBkj-<;Em$pH1OKu?K{i;W@s-3MsU(<=8cHO$@3SH0(Hb_;fKL#
z!3a)TF}$l{asF`C%T?wcf@}15U9z(`w#5-b^Vs0DU<4<vAl}#jPLfqWkRcvyz5PJV
zi=STCB_2+`XTUqMcB7xJyI{A<$gCE&W{|8%MYWm*Rw6@;&T}cqg%}f9CMfoN`*9Xx
z-F?>OjXeus&+@J$f)fJEtOX-De=7%S5>(>dVC*2alH+i!Kj>tk$ge;XL)p864aoAZ
zKlIf55>ro`b<I5I<#LT)H`geeokD+t=t;ty$)HG+!6i!c9Q{%3P2+wVy!t1JTP*$j
zNA+_W)=eO#jAb0ZL+p$CL)HwH_I*lh15Ee^O*nF~WX1;x^vx!dSHN|8DO{K4O^(H4
zfk;niG2@lV<_=Eum47a1^w;LIAO#jq=1u@caGF7dZJ(G!h5v36iz7cZJA^6jbG#H7
z!D&W5NT-gI;tczs;T_%nsbHkl%zzd>mz8|k8B^!{)bu}Zs(E%u%U&m%I!Un4W@k)_
zR(NzGS6`txZUl;^o97aHgBv%eXWpOYY&agudb}t6;&dBLXooE)i)xgjVbzk(wkFC_
zlmQQ!2|c<gHc}bqFp|sTZTc)>74(N5J_B;*Nz<NMKiA8GUWhCo!QIgiAxe_|h$A5S
zC*OJZCBsGHyq6ctMfR`#3XewDbzbu4?!O@*R>v$D;hEWDgCoPwLSaVU{Mu!A|9iAL
z1jIUFS}=l>M$gNSrBg@0au!XARDS0Oc|lq@Eg0amFWD%3u}T6!muxE1VG=fa`YT4<
zc&(lF>XZEoim>U7UOsccMeXr|Iqr=eo*QLR5?dg1&nG=AL17B|zgd{5s|Dzw_W~(&
z<RZx-m4nT*DGoRNkNnwS&85fTo{8mHRU(qTLKZ$lt_3fRd_s+|Q@+l9Kt~@Aq|kcG
zmcDIfUl4MBt2E&1Kk5~zW~KwVdUhO1QYoz`k#)V4I?@zf07lC5CA)6R+;Zy+aOaC%
zvqt>=Er-YwK6o>^OQpa|JKLyB<+3wo&(f_JM)2eB<dDNzoDmeuD~@HB1w)wE1F0LL
zA*?{RuoSJXpfE2VLXi%IfiLrUN#Cf`YLr#%QWcw0#mbo~r)gMarsWq`rPP&1DIs{I
zygCqYa<!;7C6>3*sBYvA8Qd0(;3m4fn+QI5<1U$b%WfID@u54af=RES`xs`!ehWr$
z-a<HEC3qVrX8q?!6P$%<&5XpVd*N$ihnMjO;0gbmgj#J)&@KsoD)F8Q|2PC^owMIx
z*k<nBi@MW{Q1I1=e+fAmE?qp9Qb8J^3f^tZ6a&xd9wg_UMb)mVau*u#{sX`$oED7W
zTmc#*=kyvfI*Mq0oRxEJu@2X1+O=Q^XG5~;6w-XE0Oz253WS)QL9x05$5M`b3bnCI
z_A7%1dUY|14NwgPn;pl3(a7EU7(lNP!3QN=2RC&d3N4&_?#w=FS0!THzJQOEM>^Ep
z0%T?2r^D$qI#f7TJ!yyPd2^ZB2A;1PVTi8P<<#Jtj-VZkrfTOQY9~1pt70MfLI=Z4
zTa}~{s^r}j+lUy=_Kx|g<7W*J3drZI`yDkx>%P^7RY%&OI^Nx}ZSd&9JpJce7c?Ky
ziNX!_<Uuf<wO|P6N}zKmkR-0cSJWWLIs4`5mxQjmJ5e!5!QVupUM`o;(An;6QlLyL
zRxN3TYI*lE<wi8vg9M&QEF<U25Gc9x?jZP}C|U4=U&Zt&!=hyTO2i3He-!Ib5~aWp
zPBp1jznVa_qUI9^;e|)qm{CKMrYvr*76Ic~*Wk=?+_Gk7O`;%fsU)&gI2JBydo%sK
z4qeeP<V@hI3%ft{{YRI<VfvZR4ixrlNH>Esc%(~#5uEBdL=pw1gd-gKWa@B=OHAWi
zpS|G9$zyA&afqQK7!b>Xmp14zb|j%cJqi!5oUD%`E3^KHvk2**1V$ru+mrD4)_KD`
z7HORGZ*P0=CG8*UY?x6BjK=BBBnDe6{Jy_-T-fa$_=*2o>C$$~F503P5wjx%2hf7o
z_}%U_O)BUpwJQ8&kRg2e1>LUCfLY0D8Se|nl^Z4QB<U28ot;H7`b~GNTGAZ(iFvJf
zei`_W*AMypzN;_BE0<OyD}CCA_LGG?r%HhloXVl|p;(+5L-zLEl!RxtombxU-K2{N
zXUkZe7L3NJ62e6)_8LBFbT1Cz3)5qeFDwK|0;@mHC@29Kja`K@#F|QZJ7VxAUH{fY
zt**jbo<H{Abz)|tK@gTju~b_yf_EzoW~H7;N?916Y&oCkk2qxOpZo`fU#W8uO)~dM
zlEpu0A_rMvSqb9cv|u#J-WFO#ti?;hL~S~JPPO;;9RVBW#j?SIA)FgYz9@Pt0v%*#
z%qj>^%z_y;D?BSp-F~N2YgEXgPd<vhw@^1~n}~ZtR4t?=5Tm&THy5FZa}m<O4sjim
z&4a3Pa=fa3<R4seA&vsM>5)6}2Sgneq65i??wfl(4KX50slY)9qs+C@Hg-l%%j#Qq
zzf6<J2gTk}W}eAaDe3CiO!6^>r&r|B1r+Ya8NW&?FXS0-XC6)%%r<X6@o&v?pDGcN
z-g%EvYe8;^(yiUsNQF`Gok*lqShb)+En0wf@zLPq+o8eDSjwe?Zb!I9z40E8B}W``
zv=g+Da{}Y4@f-b~k7I9Z3)UxT-jmEvLjn_u{M`C3Tu30rnBwZF0V|wMD{MH!BlXk_
zHw)TweWyc@m6vl1h6v{Qo!S_8XB;9J<Y7%G=UG#1{)zaY*c>#~aI_qp6F3)V9i{Xs
z_{ESWx<km#a?~AyAw%xvb-E@!G*8j>Q!+`+Z1QyoZU@@j=o>2W&c&Z<`$%S~a7KT3
zw>SGD1Zd_LWHr>Kt&rla<RLU<$jzZnNr-om%&}C$NrgXmknU4!Rk~RNB8=CL(lTsc
z(6E)G?!f=AFayJ7YFS<}aaKGFMlc(Z51t7{#>CTBQ)@bH!3a*3SR{c~lPE%GW!I>*
z{V2GqKjILoe-ao$Ix7JzD9a)nh1Ocl<Dj)*1TEd)MJo3%$m^AX$JLn`UV1Fqa-pj~
z;^5am1p`d*l49m?kiRk>+Vmysz2UC~BQ$?aG$)WWL@|Q(V%UuJM;t=+PXZ%I&0-cj
zR`OzobmcmWun?L~l1+twT^@iDoa9o9BOy3y5i2)_`Xdgp`X@(!2;w(rdc&_31|KD4
zh8UTO+VUHRU<*d@(z4+_#nU@grmlp0(;oM6XtiK8PM)cjPBH72xyS!*P&VXbC9FMq
zYz4jZvvdjzhH!2JSuQ<cgT*p0gRWFe=XD@7=hQE6Pg``!W$~1I<_nU#F8=4sy6tw=
z3Sr3{Nc$cout7exydn?pnsD5iTA-qg8G)1wTMmYLiCPsEIW4GaB9TMZcS8?bzTnq<
z)jxB_t{Z_!CTL7L;H~2|vJ`mT;WIE%-`zU39{)V$;RmP0W1<B^I4_{FB@H4{`SRgI
z2B+hBT4q*n&!Y^#fu)trhRe(r7H8ls7{dQPP?y|7_|NM-ve$rN>4B$OJ&<L6R)I^L
zN+mL=@Gs{7mo2F<)R8)Ud$w!ew%vc(6z?(%OmLPsow8u0Q*^5lsom3cI{udpS)7T}
zkOd<RZBz{nzr6qO|FR*A+BgkaFw)Q$)DR8R<wO6=mPDt~A8}gJKlzR+4=Z()1cKc;
zt(8EY*?&B}>+{`QC!P>nFrfZayVysU1$d#=Dj$~`NKI8Rj$*38u01ZRXwo!qGGdC+
zy@|5;SR^oWpz-OCIE#_~NnnVC_WwN+oQWivng;bC{r`@Jw*NgECPHL21vyYC?PH#$
zB*fu@1w&kD^WURjDjc!=VK`C>0fFo5GZGMhAvvy)i2l$;Poz98XT5W2Ig4J(c=+I`
zr9a|GuKr121h-nKtRc&)JO1*sXZ@At%uRnh>+29Q%iDXH1w%OB#eShuw!kZDC|t<1
zGW$^QiQs~$w{M9I6^C96MsN?uh88K`Gb6L_Y&YM+ZOza)xGfmMP1}ZBkBGNyU{<i4
zVs9&;qfQ<cjNlwdI5$8jqP9<+7|of`pyydPB!j=J{q2)BT<^u$?bCu6{G$OMN%1mf
zz$J=gBdVFd>-4`VKM?^?^anMgx@yP@+N(8~!0TpI@C+6~-ch4PP}DB{5r^&iC*PUi
zWwm&!-8#Mqvd`Qxyuf|<nG++g9vx2vEf}Kr9pYeooE&T!IR~fCUASZ0q2BRuS}=rD
zO+)p_%n}dnn<L?X<A{d^LpW)wl+2_pDmkt!>x2@H{)od={gc3G#O{2Oi}GQ@JPdcI
zF>8k9L>vdV1*37Ffw}ww@drFAQ)wW_#bd4oLpUkH(HU^+<Fb?5^wrags^Be#y$)G0
zz<H`c?82=A4kOhrMcAe7avw21h0>4=FT`0R+C0z8B|LrgM;!L(p9F@w@)0JkdQ}*y
zLh~dC`IZU_;_zQv!+cA{$1ud~rZpmH&9Gpkf%wAB3Kw~s{^is<KZ466n^zVL;UsHr
z$qeF01zf)k%$lB+Js5!*u#$AbA2~IEHmJ#Sm13_eR$>rb3XDeXQ6M)RY}3GN@6bTH
zoXW8{Ef~SsH$e%wvUe$(L9dA;p`ELIRSi#;S93?*tI&k@o!dfmQQ@1{k*-GXls;cv
zN?{R6#?u;ZBe+_!^$>O+=IT1KZ4xitGPGYOWx55vL$n$%DtzqF(Df#yshUIkyjoj=
zu@m`K8xm=11EL0>OW?bBmoS~sbVw&Ovq~ap9M{$vlddUpy{v(Glcs@N#@~#CSm5HH
zW9FT$wj<S*KGgk6^cbw4ipc8?!&O=E>ABcP^yyQRm_SS@M*@}SI9Psy{bJKU*5RFh
zZTW2JRVq}jYHl1=s(^Q7Fry>*F9tWNF<z2h&`FTqBFAD?uLoEWNikHSRyvI>6=rPp
z7Nlz}rdk!;g5J3_P?>#jMzp(jFwIX@by)3K)Lh8{W~Y}0Ity%e>R0=YcBm-!BC%s7
z%Lm(%x21VsF$gV8Y^xO6=ewVu)4XruV}b6c6((;lgP7iPLpT9w>G1Z)VqyH>=rjfU
zOh<pFj-HSEQ3uCdxLs%99w5(~hCiscwb?94TZm*TWN()bnRe4jkW$#JqvS8hX+1Df
zO$)B8?qvNv*Q^{J2Ij23`3>CT9lZ6tw-(M1DTA^Sgi7dJB!!~C55xNF(G$i}s!22S
zs6CPbVfEAhMy-8fDbpX)sXMV|N6NDQd{j#sQY>iFQYC7s9Oi^iUr;l)*brw|uwVr9
z6Tob1uX@yF_=WgpbW-t`99o=$=8Aw9t>9lllqbXczF-8~Ck<n}%*=m#(%i!)t1fwU
zsPQPIMt)_1D+OK}c}g{c+%&FbWacIFeSP(D5PRk?jMz|b!3g4K32_ohFWx#t4X+Td
zKZJOSx#b->Bk>wu+A#3Jty8j9vrr(Ihi1-f5}%4pk`}z6yjnG-rALUeidZbs6VrP>
zg?yCe@S}N53tOwOU<BuS!dWR6r{r1K@K?PCt+rEqF-udiU<BuG;(9e`Sa7`?k(C1%
z<3i|Lvtmw!mU<kg4GTuvFmfE^g}^tiL;>Y~gtS=Ui!2zyX~Z@-l7sdw$-cS`9^2?>
z>c!qqvC?6|2u>Pp?{|U^;*?z3I;BJ$oED7Wqy>m2G>DU<=KPDti?asY{8L$Yp=pU*
zfK}L*XbWEO|4rjpu8*2D^eQUIVY%AXA8|%a|K#Wo!Mv7aziQ8-$&-;~H`j^Zgx=L;
zdyCVA1tU#-LCiUX9!HU_6+BUr;^4Gk1gCls?e9m%Ur2|)k~mn!-cA;bEwVN8?8mD%
z{o(ClkbML~h5zUW{`0Ko?3aDmtwp<M*~xA;4}!TNKQZ;oyEYxe%Bw$Qd4F0};XDda
zdy^H4W3|6l(@S{oPbSK&)y!YGqw5dh#XmHJ$*{qIs2JIh8$|sPhspXUKMdE~rnjVY
zdS4PDiR`zrg}9@aTSrf^I83%+gjl2Y2XSis)29JvCOuQmO8^c2?wC#^M1?QL2%K{3
z<L<%1=_w%%zAgZsO5jw8+k&HCQV2Pu4tXW9UF7KPaKU6=lk2}FM;46Wyn%4SRiD^q
zB!usFuxPP5Npal%h#g~oo(WBtZF=g#p4z@s(JjPxqD&r9GQ=w<E+qB6ln|kEtksAm
zLK@Jw`EiJllZ4))yuV}V)EDfIelsG?(lLz>M8R7sty}wHr6@ewyF^;>m@Q`tKF+OA
z^WMjz7X`xlF%E}X`SN<lVi6F%bO>c;$qg>iJPD7dIUVk({L>$;8=4bWYhrmqR*njw
zW2T{1K^mZm&eJy7z>fDPCSCe3EVzpYta;^;y$EQeMKuRpg(n`o>HH%dxdfSptcudm
zP&5=t@+(EHsoFh91U}Amw_pUXnQFnY6OpO<R?>*&PGu+_*4T;2Tr%U>TjTCJ5oheA
zS)GW?9y`4tJ3XK2_u$uGA2SOPiNAN6XQ|<kq~!eSg6}$?wTKKY|HMkF1tYzs@%8?V
z#mSaTc(OiS`;SK+u7TmQXQ>4vIIED%RAfU|yz#M?+BoB5!3g$AguOi3+T-EYb3!IZ
z9NZR+;5O@KP_@vLD6rI9%9{lvIM)!pmBPadVfFOlk<0`Bn%;_E!?IxMv=)q@-$n!I
zs{mWD4)DpB&slhfqCaFK?nE{XdR;!VD1RvB1}mfqS4vH3X*;!4fkh>iTB5=?9R==*
zioHaT6SZRTIVb=lINt%zNco}k)~_G(D#h&E_G!`Pj0GdOj}pB;XAHes_45tnJHc&h
zFfACtN#W7G-OK~SGamdX1FdD%uwVoy+2=G)L#Hg^T3ThrH2n&092UIbC)1brHPdXg
zJ9ZL>i!*PsEzFYt8+gX>K_i(3FZfBKys|Xr!Jv^G=mc8-s_v7W9bNH6L7S9}bH4>6
zILY$neH+VXcFzIMQK!p{Sv`tyenv1s`L$pK=T8{BNYbE;T-;hmpB-3#*s0I*6t~Hm
zffkJ5HOA6Jr8u+p9Ql6Bv0IuTsr`4M{ud7XPqldcXD_}A$U2q!<ZB5JRu%n?BuuM&
zMkKT*;w$9rf2tHCV}K2+lPnT2q}BdyQqx**mIDdzvZi2sZS>o3XV`%SdD$&b#@Vy<
z65_B|5>mnTW-Nv>S*>-LUSZBW3}hrRGizcI`F^S(MpXFGx8Ro4YRI0ePYvQX4Ie<&
zQSTn$f0q|_Jr^TeN)>5j2{n@7d+{3)=Kv06LeAQ*H*L&2JQ4l(-(#3JF6^fUee~Il
z^L9VGba+U+%NrJH_gbe(-uoA(r1cHizUjj0Ie&MV@WQ}LmB*4AnWu=fq!}4rE<N`P
zY83K7;^l!Yn&19<YeSvkD_^=G?vKt~g2PciT6&u#ps*Z>c|IYgPcUbjBI5^;;Z*_S
zL4r{oyrQw!ep0C#vgbDcwtdyd8<{oWd<bA9A)K9uJa?s4kRc#Tr}qO*#$W@ik3;S2
zG~({xJ3US@{i^WhV2H3_1Sb*Uoy!Z0fxmZmkJq+61j%{s<L_@uPelMBFhzBe#K5b_
z_>C0s`k5GVlJ1&Sp?AK@>LEkpRbp_%a@lF~FW)u!WT=H1N^>9$cJae)QxjUAgNN+h
zZ+!dugvyjC!s?<0BVDAM0&gF)Eu99I3P1J)-p>3q`NvyV{k=EdK|!oV+Q?`h6vP(6
zEZ7`p;!1BdI-!j8a<5D*^VwGv%zq;1$MN3%bgO!bs1FK>1tU1={axf-*tL7Z&N8Xc
zot~wy%C=D7sgSdgd>|Aew@?a<v_N+#-T{J73`Ajlv1miLVfRAL`NEeyzLgBn^5mtk
z449Q>>lW{<`bkiKIg3GZ$g3JFRSW`ufIp^<zUTelPNjL(7{rXC1Y6zt!8gf0PM<c4
zd=4!NW&N9|pr$G5m-R=SjY$9G=nv_<*)@VVMKje4P8@~Df)Sh_gO`z%VR?D_;w*?-
zt{nA89CGzf;+HO{>24@ek-5;rk8>2nE|wu3ktYsz3r4UTEhe}tbBtVQJ*^Iobthdy
z0W9Bz)IomDdawE9Yl!EB?3pF&{hklUr1bmi-!!i$V@V}BrovD2^|{GCWbc~H^<7#?
zFB9_m#$sVj6bmS4YEKDy{bNCR{ztT#?rh|xf+Y++GPKCPFtN_Qet*sW6A7TP(?)?v
z2qHFTonw|gFB!vBesGZ-&@r_PYD@i&Ge{PU9wd%5-Gq7+#Mz>G%d?+Nf$DUuNy>ro
z2MaMsmdmmQLpUieK}lDji=_B*3BrXFf!buI(Qp2pSLWotFxt&ln+H9YajT&4>hK&c
z1ztDfts?V7Mcqt6A-o~clDYDqwdC|yEe7M2$%%py*KhxMs%fbXvWaQs&TLahE;(m?
z|7CyUF8<}kBd(itRS3J9BCG+x5hyyGT`<L+T&Uiqm|BNBlz*w~a_m0WZoPE!4{!C8
zTJ5Qk1z2aIM4K%Xkhs%1L*{+{^Th&Q7QKgm4sJ$r@Jz=ooE0S;B4PvH`S`shGdUfL
zV)pM~HuohMo8rwim8$RDiwCRvBTk3~{gc3G&hkk3`3mYmlwB&E8PgV5*!p|3kmD71
z?lkV<wh)TCv7^P=OHRRUVtA7#4{gS@Y@|Tk-_Si(IK_AEUw7Z?3qwxPzz^NT%UUZr
zSMe;A{k*K&I!gYaZl$8GZyx_sAI@=I=Hpa9p8-a?LIFR#849OM9<i!$ei`}6Rpqa2
ziZ_~L-kp5Ob?_zgWjE0E1l4QqdZgysP5W=GihOtehaIpYVd2qV+Fy)-;qN0ATJ2Gz
zq+8xWT4gKrLDcE2;YB$)86Lth2IjBjRuyOdS}@YTR1%w%85!Br5DJ55KsLJRQQ`2b
zf)i=-L5do&TFo7=9*>@xF}zH`V@QAKZkp++4cAc?Y&Cj>hV*PuqNcow_o0_)M}Nc-
zM*Wk(NDq6^2+mO>sCva+>#)0X_ucm(Khef>JLfdIpjbxGI}g3GmyrW+zkXKv#I`y=
z^t6!IG`9Eb(gdMsv~P2TrNgJn2)b$1wF<+Dzwt(p_oDyB<88&aR|$F55jsju@0pXb
z^8KiLW|3!qA4KTaA8~|4|0FP)g)D5=BCm5p_(?U$plU7h77XEhk49uWR$uQ~KF=6B
z<>AOrBSu`AFoql|w*fk8Ewf+*=SzfmTP#kk7zZ3G&tMzalqN8OlLBLU$60&~ovdL5
zpUK+x1`9@TDm)fH<-yhOdms3HYLou)_-Vlq&ek*|zacS59Ok=X?W5(73O|F#NuA2$
zB$mI!)SIBih0hQrdWkGavkhu;tD!%<iy4dIiI@=dhn-!S8w%c8ehT(RZE%bqlBz$X
zhuI0}VcD?mqG?!8N%|v>aO<Ds=2xRFIT+Xg&CAwH?whjeuGe6B&>yt)5u;rbx+cg%
zx#iFw04E0;H=X1hOGUH{^LZ|iGC;^FgGwIK$CE;3>}-7NfScSUzdyRV(d$1c_d`Wa
zEif>04*UtD=7=^q$~$aLeM<sQn317wgVL$%RLFI@a9xu>4CEv7Actw$Lhw|`0v{E@
zRMB$|(O(NNQS{428;|OKNMT!EKg}?*GQB|W9?R0a_6%ak6#Ll#KSz$&kwFY)0>V<b
zL!H@p;6NGd=Dw3%xFAC%2{J=2{;~RsM~1vM^{E55R0_NvL$?C8R7HD7qD4fR^2q<y
zRF)^3T5U(psMrQ97-^s~HBgR%3+K&1)KXwJ_AuT}5WPXiLx_V}TO7olteG#|VM1IM
zfm_|l@f1ir(blIyp~WyK*gp=#jRW|hoOA!vwoy|=v9Lx{U$Qw%rakod(e$AqJ(}hu
zCutZ`Gj3V9wqeum(kxNxbtRSsl_4>P>cNyToK8JU;hu$YR~a>3tZLE>Rr9*VHY2BP
z9ZKko;`~yY*n%`pkAk5`$|2B2rfY4~;`*dN;;d!*Cr5v1%q~R%ij*6km6MS_g(c2R
zFKauBgV}-+%)1G5m7Wy4HY+oJ1G47mk2nqJpX72+8ZgUh&;ZWXf$!3M<8~7E#I{(3
zqjoO~MsS`>i(OgF5?UUE0R*_8!Gr^PeROGT5}^uv(Q&C{anc{U!f9IH>!AQmW)kuQ
z+o1ijH;^m0T7;%25J{OC$Wcb2%*@ip(-uAf`a^m_E4<e(Rs^LBy89yO<Z@^4I2OF%
zr!9e3x1e!bCTG=+AMM}#4kcfugyc~)TQGw29}<_u-qUe888tt}9Iij&$cX+aDm<)W
zo=QQL)HB2L+?e|x9u*vm^+z1M`X_-AY7dc|RPE{IP0PylvD+_vc}TGW>W?^0=$`~e
zn)sQTNT#$MeiUCb@;r;9();)_UJ8sLP9gcTVmE0i_4~TO=nE9X3(?jolwKkJ4;M@+
zD$K+#f}4U#)94~Ol{R@Qq^^8OqlCm87%P$zYh0fsL?kJt1U5uUC{l>Ih1fC5(>vIh
zRaqJ{De8hN1Ml;Qo;hv8&;hkQ+<bU_SUyb$wDH}~*?yed`$;J)Sx<cgbhJ31zID@#
zr1Q&#9FAOizB<4u!J}2d>&5*wgQ7h^oV8C*m~;Dl#1Hj`FbSo=NVlFMo*->0c;aTp
z&Jz}-JA=Yz_0ED3)RYwj4hw`DX$WAXM+;HYQ0#enJ&waX3r5hZ1R;Z&8;03hYw~xc
z@1f#ZBwH|o^9v$5(GJI{ql!2j`{sZV<O>o|qehriS@Ob;5iBzT76xh4EZsr<i37R7
zlj_S&S6?)tD;$)4sd4AgLg_E{20yRYKjUa!v+tcbC;O5`PHFxtXv$X(!<jM1#V}-r
z^YijZ?J!m4UQ!FHkVc*JMly@duA+5CXWh8>N7S20fe6!C;7WlJoNWo`RN6g*w_lQn
zP=CaEh^2p$Skr>@D&UMHV~2%<y;7%*>c&eD^dJ2pd|aZI+whdE?0gJ3Ja#Elf~!0N
zQ)Thd+o0@+-e~Ts0kIZ2A<LnzQj%13bs#1@X93mAk{CEdnMkK*sgOwO^5G4NZ8m1!
z-ASv8S|vz^z2OXQFzW6LAB0NM1vHfgUTdzt#FKlAwW?S!f|G8DBV|XZETd6VKK<Eu
z7ajZ(323!%ah&bTf)TW@fmCEMpm#9Hf;Sx-B|?^xp=nB99$C%J`Ag?qkdvV>xfB>_
z=Vxjsk=}zu`*&!ogMU7K0Zg%MI2MdxH5yUytf0?F4jY{*B)?_TuwVoyz2JqteGvB0
zINavN^M4VfLkW@!vRomY4r}kMILKL|@B&MJ#9@a1NnnKVONsDGlZrg@91C+kT8!Wd
zngUcf3x934qQcv-`f?2AKfr72X{Ht;r&X_dKkmQehcvC08#$I>WxU7iPP5l4IjhTY
z-k;+Ji`Z?nR;c@N2BReR8|Th8X|K1tdUY!ds%4b4U<jvpu6PxA-B3ArsBm`wdPmm1
z-C@{$rE&50rkA~{c7)Afl?p=XJ;(==RAL|%&g~nn`skK?FmT9}ejjw2zm|4{KJ@Dr
znw%B%W26z-7_c3vNX1k*x4icC2iJP3A*cS=&+e#oXqnPK6kQ5;6QGEi((a&c^>TN>
z^QHa8lNTNcFO1h$3kH2X)j0MsbCH*w?M@sQ<_wo%de0ocNnZPAYrTZBzgg_HV2Hf~
zY41!*pg9wKj2Vn{CC=4B8yD4cU#8PUGKeh5&sK&jv&&eOq%oBiJ~5n|M*+UwIY6Nb
z|6v0z-1vn9#2dq-nkm%HAU0?LJrvEL1)T~>d?X*<6kg}OM1W8sd!u}4v?@1G3aBs2
z)rd_hAaUQ&AG+3`L=4x`y?%#yNQJmX%ZIL20l!9)(ALyE6)M~0&=A*V{h_N|K~>73
z3etIa8RRXbhMo%l7!w$7;qD}=g@?6ySrh{baRCveD8S@B-yH4q<D)G?&b|#3`^+qE
z1JRtu3^P2{t{Kj~|M_Ug;;9uvHcw9sbCxgIf_r4nF;O+-<uDe*KnWbBmn|=kK@7JV
zR2*1s?Dx>?`+S;vtZjoTA@3RnG2G#4f}q13ekv*C6)=e5g)HfMX%$|mV`=5^u&e@P
zLmA}GbaUZ39W_&VO8hU*jwF{QcVQ?Hi7|k`=d8l4=%`TtUoChl+J4ROV5BL?n-pvZ
zuaToVBGXNO#MyfEPrd`iHf4dOj(9JU(A2P-iDj4Ouxws&TCrecIFxy<mfecYG`5N0
z!M*;7(~ka0V01g2KA}Ronl;R`C{~HQ=#Mza^-sP%odaL0wWvQ$|MJ6Wy^DjJI}cO2
z{)mHH|0FO%_+W(_uHyxG)J!rPMYmP&e}sDk;XXIW6r1h;e=Uro7ODg|^MBm{<zJ6f
z39#q?x&en8s6`I^bTt6}!)pT}_YrM}JxpWQoZuq>Zvf^{)Edn)6o8R&rv1#zrgbba
zu$3)5nAi6BYPexk|7O>TtOl23Y4(@Hn`yhF!uMbS%+E>trdNEdKWQ+P(XdO=geZB&
zHAT472v5l?h`x5xH-C~UO=zJ9#@H{^R+g)l84#s{Yf<5hNDh7YS{{6DQtSRR_l7^=
z-={Z&QeXu6lZ;%2?hxb@Oj$)#c0>o#DT@SoDKLVZln>8kE}Gpww^#AgnXg=m_chmE
zTEG2Jx~wf9yJJXj8eT)-nQiTX3vOMzwrDln3X-b#e)7Q{-HFi;P=jRjiX=>=^*89*
zrW1ttFNS|h^9BGAAV<JORXB^jX#3W|dG$k1&7BY4GO{fD$EY<$W&F$Ko|p}E_uoCg
zSTXt-+}zZgr<z6{N`VpXkecG<GfuPP4*B`heRF!l-(}W=4KG;s4jJdHjeG9vySLw!
z3q6cC?y@1fE4-5+UB{{p&;0&cYHg(utFBa_?ve!$Qe<}VQ#0>5yCkVj$jN_b%DkIa
zk<Get?4a;i;O3rfC@1Oko=l?M9tA>vOf1ODE-K{23uYn~-<o*xoceecd;H#Vhss@A
zMURu4Poh^bjJQ0oWvGCd(Kb}=;_3V{<oCy}|1eo9-bWQHg(qhfPMQKWD%a0aVVdL}
zeS<!*{}E@XuS)6k@z!b8L(aUuHKzX7WuV~?DRo{U^T(hRFG78@SnSP><&Om;L#<MT
zCKcsgQ<N7Iu9p{dn0myVsMia%1eJ+BAX)IzMiW|sKvMKUhnG0`6){gZ|EQ9K*)&b6
zD2l==S>HsZ83lD%tFkoKiYk{6hjUy+amuBD(TU!6w5<x?dwFk~uf`l!VHQjtii<Ae
zRFMsvhQsiOMm)uwaJXs1yvYrlX1bFK@ilQOJfsUKAw?-jg_!e+n6g(8Z=-cbraurs
zBhG$o!3bLQj@7>&FsG&;I^O<r&nJFJbF`myu{WOup%fUwNlf?dXW=sNY<~GI&3Pg%
zH*-@6uNWZ&Uy&SE#rQ{(mF=iVy$C6#k~DIh8ktCv6SUdLyDn`3qej%uG?M01@?<!<
zhH;jO+99n<(g=ma_s+#e5!DEb=Po=5xP57tc@N`Zl{YVTnpiM`vjO3(7K>AM#_`Q>
zD45rXRzwS@1tU1`0Z!catKG8@XS5(ocuwGHp0<A#dk@7@Yr$yDXE^3F#}I$})OjD>
z;3mZlIc&iY&IpaST5xW`_(jplG76KJw(J&r6hkFyq%4?doK0dE1|Ef=9t;}H94#$Z
z46HEGxne9_)b>Z9&}~GbRhh%8Aa4i~3VFHF(Th263@kSrCNHY~?swfVx*u}i(rG=R
z!m(fk|J8)Q4s0(#jEw{tX>(l)y%<LF>5P1J(4(cwqr!h6kD<As(G7PlZhwVxTvTLc
z0gcZ2If}liaM;F%P+a@_zg@0t@gUlO6nIWta5n5=SH5@OUoH2py+Ca#G3XNmew1vp
zg7)xSr-pxQuRqxIJex#;3g503fRUb0AsT#1F<s=HISG&Ip3NOP%9&ugI4v&CTCH<h
zZaDsM{puq^-cp_bh6{32U9ZQ-<?9voH{CKQgWZxxWq0N#b!a@1uJ-%^HQlmcq+5oy
zL7W>VY#7sd4BkH8TH)Xq-;G6Ha~r1xBRH=?*CW-j)2P6Mcsre`MG>>CAxRk(&XPk1
zI;Jdd5OPN3_Wimb5w=QOFO_SgGVc{0KK8~~5s9V5UV0#lNqG~g&r~?mF6n(qpU3Nl
zoQyiR-FHW`^&w5RS;l!a{x;2dq5a<5zv(vCu-BkW44}N>p2&-ju4s;@m6v?duE(bJ
zYOhdIrnK#ow0Z_fu;7I)20n<NpJld$TD^JM_>UU}xL}?L<rjWi{9cttc!jp-;;Prb
zhHhoD)EI;8x3yPo`SseGA!qi3#a~seKE`xw7mY?j*lkw??i*I6Y#X#`<t>+loXQ<H
zzCPd~3YhdbBYl7-Fcr?`7sH<xOa@F^?sG%O<c5U%UlGnE3i6nzw0^aWQsJ+da1hqE
zJLx{v@s?8)_LczEk(J%gV5PMVC!$_z7>$#)6>F)TyR-i*8<s$&A9ZU+-GTM*N7pRN
zuLVOmo04p*zF0U}UBp%Ejny{ZJo4#V<KeVm{vU1M0bf<I{7*?j5<)`noq$NM0s^^|
z&^w_>4I#NXIgsW_LJKM=T~tH?K|ll*DIy|>fQ2Ge5D*Z!D7}R)MG!&$GrMPJ&pmr`
zpFi~fKA*SmJTmvYv$M0ayR);ii1{pF>X`Y=xPsaWUSzV5eS$Xa+nfY^UU{w5seM5f
z;~|X=?5MJ*C;UN(AB?JKJsz&!wf~?y-734ZA-(P=)ojcU1DNXK2sJ+7-7N$CMo)|X
ze98)#8t#3zeNftCIeKLGipT7=1q}}s4;<8msTphH%V<M0pa2%+4v$8g_@GzUe9%y{
zSa#HEAV9$Eg7{cy`zjV5(DG0#c%kgtH*f5FlQ+vIW~<mf%-OwsyPs;pWsV0O`p@pw
z6SbI;OQ~7op)PD~l)GT=`Yx^Ns9tT8YJBZdV}rxPB8%#0A)v#P+4;%!d`(CSMh(;;
zMR~Zx9K5;#J-?ly?|RKic@!FyLT!XQ4TZ-a@;UrhdHfkF%iotjx;Hv=QXv6kVvH8W
zLeFGp^KnO!9n+jnG8GzP`w_Ao%zRVXMJPQjGzR3uhP15?k8lCg|1~`395*ugXp+(p
zS*Em?7v4M7q+>XAqH?aQ&<JVh?9NjV=9W!^T=w3cYA(a4aJgeg>fLZG|70KgB1@1q
z<G|@0k$I~Dw^e}}rYaeKq0kVw{Sb4H9g|W{FRr)t){3eqfqh70#Z+hra};1=E)d9r
zm+nr6r2$LW{RuE-V4?LIjWZV{>>fLG0o)MBg}lkJ4;n%rhaB%`9P4Mn(6T~1G$gLj
z@(b-<+W1{N-|4W1KPb$kHVwH6Wg9(wQXnQ4_p*LQH2jnm8fCFLcJ-Ohg1)TgG7hk|
z>I=XIu|jM6Y3!-!uHab9{bj4SZ(NFV8NYIpf=GgeHow5lj=!cibZM=k$NZIca0s&$
z#DMWRn+|o1?qP+NclGfTBm2Nzp9xLsr2Nn!m8~`y{TkrR6T(jA%*D1ByEzxt9vayW
z7NT=bg^o@w-5iY^``xp^k|#g^U4nZQ{Z`+Dm13a<fAdbax00H;v?6mN_CLItD4G0_
zNeLeyOoNypzMTMDjKTgoT2F0P=)`I>8nkw4AJl7~_srSVveV>+02&m6#`u|u$r57D
z_gN4Ko_pz(GDi<Iav6s?2@9yhuo!d82$SWRMa9=%ZL->B{K84((oSx4dqz&`{Y?*-
z@gpPAa{_>I29<2{^Y!D`H*Mk42A-(A>D=JevZ;@dhI=0@UCi(Q!wo+1k*TVI_!H5P
zQm#PEgUAEF7R=R#C!x?>T3V@uxr@$#%tT+IxQ(@JT4to2XN8{dp8&lle@tp>;^^oX
zGh&h<6rM$!vKQ=Fp*5~H{-parN0;`b&!bz-lLkWvnR@&R{5TsLs-QOLuuz_CDi}R#
z|M&}m;D29oDscW+GhmaaR-n*O1rb<5C<bK>O@Y|IL>+T~`RiklH!QT5Cyjp)TsqiA
zA0(_+_|xKCHQDcAn_=P6&ld>Qk08cIHVTbpFcw&$-8?^P`Q^2+1W1{<x@4ypI>{bF
zff(!g!pR3c;o}R)p1hpNScpi+#?{BhVPQI2i@UT}zl#8uC0;Y#z<b{Z4PjS8eh+c&
zLKCU?M$EBk$-9SSf(4niYWb&mx8jI2I~@PaO|3#hm@gsb5srz&jyd<WbpLVt*XrQ<
z@0-;A`dcj#(;UKbd@3}Axdt(ha!ff``FaQ5*Gkfs1+4fB^~S{XK|`1|(He$wxx$R1
z@vwO|&{?6aY&L#%)JoX4)x6TU(#<V(0R9-V;OC2m;G5$#aGbGhq2K$}p<kv9fvp-n
z8E<&(m<kPHc16s+TnuNhyU;3WJkSpovwglyb9L5Gv=&Tm02CU+9Eg}F?3h({r@d4z
z6fl>(lxJSGG}&FON{*?}5av55+F&kPGXR|RG8Sfjeb|ZaIX<z@uBE84R!i+nL(n*f
z8DFr`W|{NuRop$a$IcEetzg~CGcUU*04CR1%WNEWcEe}qR>AQ>n>@)k{#?=0Wt`=b
zm$TTH7YkfZuiFmt%XE*pQ?=7;(zN3gXne`5mGpT}myT=ir@ORHA%o8Usf~wfSM$N=
zgNB+i12KPNl4mnLpY8`It~)zoTMrP=lk+!E_E<_y@kK+JsQ<<(J7%?lgJSZ&4v*}<
zy>si16+=G)Ol6s&&=6)8VxHlcm^MqtLL2o_?<tGlPk_gxw~d(JZrEbLJc%@Z?9bWI
z5GFdwjdL9HWM06;LYuVf&3cnNB*9CUzmD4<R%t$9p5~Z7Xb7`2V0sEAXFxQi9?RaP
zX0N)(B*N6m3=vxdh=j)4xb+uyrHr`6L#%Ny#o+JrL%=@1b_mZ8xFMVz-f{5r^<%0$
z9vj5>u35O|G`6CUC<0u3KynyRV8FybXG24n$dIuG2)!D>U7V2RbYaMwGy7f&lru{r
zHXtk!VpKCy;fxOUWClx&ARDjzmg>Ua8b8?Ul38P3`!W5`@<pISYC+??WTMazW+Q;}
z<YNouG(1C3#!ZX99t6M&ZB_HfU-VxN^GppRqI$W;@QSin#r%!ZLA`^T@C|TQXmv9l
zebe==Tws){JRJLOfjqQ8?U9ejEeo&6S>0E!`wVRDuEmj`9Np54$Oi$rCk)>MgZEy|
zg*%*MvioGL(0Br*sxIxDNAHzyu$Sk@Vr$_D<P81`eWLd&2Q9%uOPZg1<Aviez{CgH
zA2}0=(?U8nG&kq^1cLOlJSxE-KY(r)AA<Z3Nv;<F`_Bq(&(0gUD*J=;PJ9@b`N$a)
z3M5!)&)jL?e{?+TWW<L+ED2+ex5-b(ti-I)js}hH`a@zR7kvoww<WpJ0V-jIcA-=5
zd9jD#3bFVQ<ku|ZJFqXYFwZu@X(v2$f_w&~;5C`C3_Ln45+8zmk0jTRp=M#Bb-R4;
zncp|S>PvhG^0ufcto!`*kAZhqX#MgRo*H$(9>l|$AA-CT$W4$>L|J2@{aUR0_N-T6
zCJ`T`@h!1$E}-E3^=>fPu|k_tICuEG7A;-csFACh^cWZoqi8ql9Lq+!lX=D0+%(>T
z2Q3(hUKBe73$5f7cm2s9fh)Dg!NpVhG>#&D&KCsw9177jaT)xDO1KL1tX~#;T5m6K
zr18K)2$D!#I{!jKBy++tZElUfEC?HF$WY8K&?LE&hPn+r)Mw8%VPS??Kv<&Zbk_5K
z&aF-Lo=54Jqcj|Q77H@~Yps0Gm!yL?JUqb|2*lo0#~4aEPxA2VKnPo0)ne||;})}4
z9u?>S{1)1D53BhZ+e9(h;$xY)TkV2f%*l21uCPMmp(J2C#0PQp0-*6$_#4cBkA-wX
z^L^!aa+;`w>?o~PoLI(A#<3+CozQerd17GzvalQJ{q<bPG8U9Hl0L{h)`b*De52`S
zltzhQL2p{qhmc5B<e0%jqySchg?T~;=T!Wt?k>C70XX_%D><UGZspvM5d(G%kw5xp
z<i;*+pC8Yqg2{-?WO27d*0@{z?mBW12c(!|IT_xCkB*54je!|ZI<e_t2l0_<T;$`)
z2Mq~(7z4+nrFeAy;aG7zO%UBhQeT4&_3&0mbr)o6uVM_4Cx1c=T*%eo?FKidoPm3`
zR`)tTjqnP|G#ys<3LFH#02TdL&d-n7Pgqb8DSc4GQ-M@?_)*98MbIE^Oa7`oE)0X+
z{oTKo6fUuK1Q;ii1?hg_*AgI!ed8)erYv7J!X=z`kytGjG^uGK&`Bs?d(>6tfcMjT
zK&|}NMU|=zo-7Q7*rk>C-rAp0J%en@5wJ)mdDhQ}ej2#eI$>(VQebg2m-Kn>yQAfa
zyao1&iH_a~qX059d3JSNQGmzd)XvFoMI;jW*OHv25Mgd8t?;q?%{=cw(z5NlW;U5U
zGQ%aze?gpFIJza@nmExnS9b*oeGztu$qa_&vUg3jWl`vrgvn*=AB{)-IA#QqKS1+o
zl3&5e0t@Zs>4VqIUJ6T(Z4H0^tlp~Dau0$r+U)ijyaWR4I)5D<maH&i{ve=RM0S(X
zqJPKuiYv)B7$gQ3<{hAi5%eK?t1k-Z0wd32DJ(Ce_~~+s_z>jxkUSe(=%BH=vBhkW
z>}OyiA6C%SDf%Fd9RZaa>-^9zW?g`e)zd*cv_-RzR9pR3W0%(SkH;52Y6-3t(O>&f
zdCU<iO*v)6;cC2>-A+fen#hhxE|r}eiQKD@llrS;m?W=>s)>a;?B|K#<d4uUT4ORq
z+!Va7#p9*G;8??@vJN2BO%yY~kOs*rv+ne0J1|E_m+=j@-A{iD#*qFJd}{$4-|syB
zMQ{e|d%C(leLYfY$7qz*S|%%_BhDdsu&eQWYv3LdA0#VD?`O<K7O*hil7lDH#M^12
zr(5DMHf1FnPeVa`2=Y-#ZuT_0evE}yp-QtyGYY~Ybyc@_Pd)BjoJ2bVM@}}T6-3Kz
zEPpVVty^A!#(D~&4aeYIc#|y-j4M8b0@n2mHU<mR0>Zlt?`6)M_-C{3a({6G_4W>c
zz=R}QBN9w#DQP9HFJ0G-*vpHGVv@_V55Dj?CeEqPM;JHwEEJ9$U||NjLo}OsvW-+5
zlWcf`db&0DD11fHYYGy2YG&`*>vU+Q&=9iRPJovk6oC~oDupkgbAp*SJtR_I^hzN=
zxPUciEocOYs2(;53sMX1hNewk_3*Zwv!|i{u`aYGMxn7MJ~EBlT<kw0CKi;0iaw|*
zZy+YKkk)P$*N0`cS)p}uhO=e@SLg}<eZ;?xoo1bsl^LCkDXN{&1G$x<7+din*cpZ9
z$Q%SxCpf%=bqumtM<3+G{cFIDCtrWJk<wR>OHWYLNQ_BK2pX=3p+6<MLPO{uTVyYX
z2tOZz#l85*H0}eT*Dw-)A{xS6g_x$iB@bL6UI)1kIHnI8!o=VwPwtk<-f05G{W3G<
z&p&^ofSDKcFM0w1vn6ECQ5T00eaLxU?ldyRpNNK7U5BuK0NdLOl*{XBF1W(z(b3xv
zyr!ol>9G#5UP=Cy?&nooXo%O}5jK!zz_F)b{CE6H_l3X3eIcUpwQ(Q3c&0`BDqx;a
zTA)|b{liz5utS`4;cC4{OG~+o9h~G0S~)B<{?Ierht>Pte{169{BnAH2&8;h$j=_R
zN2zMmrXr($17CEB7E!@PMq-MAsvuOaAtC}zP4jdv!Z^sQm9r*)Fb-nf&NaR@Y(xD@
zG;!R<d4}&rErX70$VTy|(1{4+5Jx<KPB>hNXnikCH^x+jD724Pw=8n~bX(aF=^C>(
zq-gptxqk6)<kEtQ=c>GX;2Ta2p_^)5zD+Jr{3^)ru)QJNmj~<Yabbfutvxf&Wn^&@
zITFcHvGVA-^!DW&xWq<RGJj!L;cpkb31>a-SF2z7O`k5AuK>#eIKYRs5Z)nRH&{St
zW&Z_kD%N#M3LHU;56Jz@8Sp_vIxDxurf71ZD2Mk?dwcrDiY{&W-9kSl*MtN7XH8E*
z9bBZC`(h;JqF3k%U(#FgSGF2F>{O!?phH2sZU;30d{u|YCh*K~e@7U<@MbN;Sr7}F
zP_^OBD&9I+<9U~Hl#{TPDOzB2zX56SChxuV@R>q}%Q$B59kRWAn*TjQY`fX{3sbGv
zPrp+A_!k9S+OY4}6{=j}McF%Yjc2AtV$(BS!Vw234(;R92!!nM>ow=eInV?LfU<0)
zh1SVBrB;<&35ldn@P@F726c@x^J#lm|55t!;e3)yxuLZ7g8ob3m)|c2om)G7^w#yg
zGoTmDiAnaXLPI^<5B0JD1(pnj3u>U881>Agk2c7ZKJ4QzPZ>L>=bY(KgQ=U$L^0WN
zH@}63YQU`2=J|j=7EBc@v@P!xt+iq`=uY7Agqy9Ng?Fq#H|6f3Y_p*m@IG8kJ-NKO
zjbQ&@Pfn`^Nmd}B+ZPm7E!X1y`bVJVtT6AOm4|(Qr_ijN&1*q(6eo&EzpaT6W1k;d
zN4+Y-V4;QWX|rSPIM~SZXA$`G18fqF#};4Wiz{iwzliLUbiICa@RT=-f7#Qew@r#n
z(h3bV1wEa{kEkpDmWd(q!{G3JKS1!whl8KLpRfr>ptWZhrb0uQ=mRx=Vwn0GY!?<<
z?T#6rWNe1R-{wIDigY`h0GNB2j{2e@Oan35%Fo}3LQg<4Ztau1H7qxFA6U0aZGt}N
zxd#rE#Y*u-r03gi<1?Jiu%P`geVF3sBrsRx(1zCQU8mYI*!W+Gp1G%RS{*q|B&5HA
zq#UxrtM%$7eFTGlWR7yh>ipUOdz}wGIh*klGH{0s4eVIzg<~~c#wAV?i7;50OB<NM
z_`rv^m9H?8tY%2^H7JSc8;7ZQN#WRTzb9K1LoSQW%siO#S>pj=F!hM^h?&L+5CTla
z_-E!uRcT1zBT<0n%963kq{FWyLgdH9#IU-B<6#46m@7-UqNVFHd-dh7uFTb)=59Bd
zE_2ftj?Kb?ylRv#M0DXXBxfA>@u(zbvc+o)+Q&ssb$^i9#bw|^1RBNe;xPM4A-~mz
zUr3q0ieGDEBj_HGdIDN8W8}58BY&LuaEK!mfAV^GlEIDvSwTWZ$O_rcNXdY75tgM1
z%^%{!0a^S>UEhC-$axSM-#J%t-xd1?$k3)nK5|?O4fXEV*t;MM^pDH)EKm2$0T0i-
z2*LkB%RfvQJr#NvHyB`^WH6j-a_ezrIz+j&4&N1QKXni!vNj`GWO&f7lCFhIJ3%~G
z!lKKmv3ehudFE`e$4ar#Hm{gg#B&lx8Lgbm(1F5W<8&;v8(+-5{N8)9aHV&tyMK=+
zW66iOo5{q02Zi)Rd{0|yo(OLzf4zaP-oPQpZq&9=MCJ2i9l1U=u5tB|D12iLZ$a@b
zPnO(~W6efBfPtQn^tAZoihlxn;yia-_@JSl*o&CV;peZ%!5CwO_Rf#5wEzC4GA{an
zkPgo04r~e*rm|Ri*IYO1%hBdyVV=mt5h6dDhh@Qj-k)EALD8|$c)GG8aIkl_c(S`z
z5ozzF@6URS!x!(6Us>cu%QSMMM6CTl3w$16{(XdSQJg{Mv5*Oah0lisBK_6=%vH_(
z)t4)#PkJvW#EZ9hBlAwFD$j#znyV3XXJ<o0n72^KrZIzO5poz<(7~0tMG64SKe>?Y
z*2ya5K;BwO!uua~+hVv0i}VC*!a}Rozwp6e4bI98{llOQ_x+`i?;~gCye7MrPPWCa
zn^xF&klwVRKIp0ClHRJabYp<?4i{n#G>u-JsL&AR7r+CUJ8{tOWtO<d#+n&bHA@N&
zA^(NQc`36k3p9~}=JK`dt+O?G78=6t6%5#6kXa%IGA8_g*oMD=`1wuzHpy|_;`^o;
z-f0tsf{><U+W?EgQ3D2I1qICtqVVL)p$gg;i4TV=#Gh1u$`Gs~h%w(;Pxkhq@?Tke
z$JruVXo&eZL=GloCx4Bl%?{9t><Bsmq4P3mNCaa~fua2F|Ad{0*kKmz|5z-kh@anv
z?=2j<(<(k38X*4Ul?R3`P13Of-lK{-@*eea6Ds~Jg@(jF3XqLrFok%He}&$GTZM)&
zUq){I+h&Xz<L!JDlY|+gaLj43qtFm)Zdgcq0^1po)Y=W<XVz5|7u-`^j%UIxh`{*;
zun(K^w5l!Ri2N;aM2AKldw8r6#NvGaxNya$dz!(##kU-m5c8G2?#+4C1J}kTzV-80
zD?Y3xTvHa3hx0cLs@(-#b$m%(O-@QOKE$6L|MH0RjGoIXy}c9GB;qy$JO<8J6Y`u`
zp`lKYK^|7js$EVFxYh%jV)TjZa`(?E&=el!!K&nE&k7A;$}kKo=G?zel&W|58Cb=>
z8kTY?BpxtL-%un@$XL)_ck_lLJhE;2hGfnXK1*GK2dn2soUYQouFG`%=<J>}ivpUN
zbs%eWBe;l=H)Z?U$}w&!!TPv&IgZi+hX-yyv7mhG^g$j1A2ifj>G?6&WB6W?JU?2U
z9?`7Ri~`VFtLq1spz_d+tNUqMkFg_NJeAhC!xe7eZeAZb_4j)gKd%f3unM`$k+Tol
zmVnTyX*;j{Rpe+ARLj?6mX1?ss44PL+}ujvg9Wph3-V!vcBS9C{8KMsQ}`y>z(2D+
zw@O2p{ZZuRaji`0!h`o9ZK?RkG|&+bD;*y+gc*&P=DM*6>|3(f+I3NhAM%WNRLrHF
ze_Uw2yHsoGb&&Md<uDl;u2M%Mj3B;-WET^$klTN58#hLnYsjqq@K<9xZkfb0soK|F
zlQw={*b>Gd_tmC%&Eh!&-)6syf$8I`<O6Bm<t>*hDq5&>&R`gr%Rm|6N{S(}?2&Ma
zqV)@DXSm&QqkFnj-7(%_KmTsEW*~U}?kQ<$Zb+^&0uqfW6>y%tLVc9!OQ9j|Wz40&
zCFZig&6^c-{ZPoIiRZNF0>qEl5m?aR)kLZrHQK)Lt>NK8Tj9mgu3xNOkmGPDxj+^`
zvqX5uNf^E?X2#q~!8R@ImnTj3&dDR~$Xujn#~o(Z;*Yc$zkIuK|7<w7IWxb&$KP(j
zLl*M{MQ#bi@v!-T&m}q%DFMpF{qmG2VfUl!kFLGlPF5?~v{u{YdY{u7?I6k4-*4r5
zSl>W@t+FZQ8y0w>hwsJx=rBW8+k5Z)sgaK$`tjtSZ_O@jJ<O1Ca@K0a+r?UykPU&Y
z63`iWge&rOw5)7Ml2@pIt8=xq0pQ3tO}-Qe>Eq<Z7cTT}1?eKq_&Mg4U_*x62uQqo
zYhUHOUF)Ywfvm)SFzvY=@*}bH`v{gLrpMO@4QZf^eluJ96KWUlw{tLT{~kMFbuV}p
z*|^19i^|6%WW=^w>-l5(Db4?erkGoBSuJ-~eFFz*^$LAa^V7Rz@>vWLLeb@Zt@*;)
z<-XoiNVZl6by@r2^SZ4gTEA1<rTunotta7Q%YgvXWF|p{hFW_VC1{#w8Sz2K9O8q_
zvkw}=lpaDe+JMDYQTp7e;}*tj_d_40xvf7<667>6Eu?LoaByW}H<w{<>!k$ga4-09
zo<`rje@B>P{=y^EI^hD*s=n}Zi?jK<NeRku7&EsuHpkrd9Tr)@kTcWXveshVDh;(3
zZ)|w-L`TQD6IrS$<_5<?<LN4{MbJm4v6SnKv@u-3CxwIgWQ1^2%h`au4&uW&#r?%{
zbwa*f@d3_SdAg$J%YoMh(-LA5YbB<{#IaOXC^tT2Nkhd4HFO3x)L(U_lG=+8hrNaP
zllS8vP^o?fQT;l(-A?}5r(K|5K+xdMF=Miy0iPCHM)_OQqx1H`1K;A+4_MsVosGQv
zwnxYb$~<$H{zz^N*G70hXNF>u2kcgdk<bW@A6B0MOJ|<2OH74^I#dQVS~2;u=s<*4
z{b2j&H_XD56EnhFVk$I*DTAb~nAH6|uJR7>X<B)Ssn8H+2u7!x5m%C)mT%&NBCdSU
z5T=ZHwerailMjL=c(q&F?TUq<?WQ|ZVk$I*Sq1qtZK)i-4xSEksq2G=FsmV^xzv?B
za7?cmPKhK^>J|Rae^PB0A3$)!swEtqBzybIgk>Ntbr|pp4YjByw8&GWGeKwPR^*G|
zts(*1Rww6zLPNE@hH?XAi#t8(il&QI;v>^I#VxWA8p51}nAPl<Jc0!>cZm<u8Hp+W
zL^Oo?DoP`)JH&`Uf*?%))SBmdke#Hgl^vw5&=9`7Wn{e@NUu5Y<=}ac?KUn4xx-Ls
z2y-g(9N1mlyR$lO$i|5e2WG{e%uxF6@*wA11orQ4WY~P1iYhyxDm28dygB7>xjFUc
z&G<Fp7vR7w->|qxiw?a2L*2ZBDQ{OPG=zB^Rlz(SDhHC&vCw|5mR0Noyl$#3U$pp2
z-{(^R(_D$mTp66tyO94=1b3O%byEO9VqxY+fau}v#UJN;<#sbV9;yL<)v?h0CY0~7
z<|5p*id)#}nO)!UM`@Y!>j84cl~n)D59qPbT8!8?FEk41#fMN*Uo_O(eE9&=G(tr|
z{|ziCfhK)q8fEzgdIxR*urOU5mMq4?2+hIm4i@Ih>bzL3pO@;ejj2P=m}Je{J4o+K
zhz|#K5Pvcg<?WNG`JpkMKsdKmS2AMtM8{wbzzPjXsU-r3M7d*(*o2l4R`Xw`AkyW1
zK7Y%7zSJ#&2R=@QAd~Y6Z?1e)uRSQ7dF(4QuW$ze+z!>&H_iX|mFH;F+Xz(F*v^K%
z9tb_b3a#h%)<1n=)N+}jFg#xq(=2)4%$lKtt8r78#-G{3jLB8eL|ShX=l!T$!VuTZ
z2rcH=isOZkx2H2>8La51AA>D4j}SZX;w!GU(;&F0R^f-sKWW&`CAQJSP-)m!o6q^M
z=bgIqtyW7WHY7y3GxxJxe3`Z+=F-3xu(z#HKDw3vWI)VmKQ1Ku!CgJ`Xk)$u6+RLb
zo@Sepd3)vWa;37|SIB$0R?%cuX_GObOm~-7-T$3~>o-|q6{VG>9rDSZ#Xp`k{SE3J
zjMOsx7?&2&RL)p>de&~RFu`SK^(giFbm2cXq-eg>bL@G3BzQkpjcr=1+w}1+qatss
z+zvj7UQpu86W}sl|JAK;dL;si68%Us3YW{;2(bv1;^0H<H?U;QgA#w*V%e7Cy<_v5
zAKO&$yT;cx%=XNG7c6f7<y)@2?3eDODeFc&=jt~dJT%K+to-|@m(pCqr*IXO^>a`W
ztxZ<xF0R|{UE0oo(otJ(zeqlX!)SHzwvG1s#eo;%nnN_f-uB-vH9WBtV#tC~Q25$}
z?>9~i`Wu2JPd@+AxAB85%*!hp<}P~~_I;C4sas;Ff^VnGnfZx>>r|4=%N=onqnS+)
z&4MTChc>QvWnF`cE-x3sj|jteuW*$j-;viEZ=ZWFLbwP}!MK*u%89S(4@L;b@h3>a
zn5XfSb7j_%0fP%mMU+?NtkXShGWoDM4by#90P`B73JuvcdE3iW?pINOWp744**F!H
zd&1iMwQ7BU*Xc}8Gya+HB^4UN{2VppD(;Z{_3}7NVWCaRdF$@Y4_dplhD*lmC{Y%V
z2>3R^7Y$*`OIQBvsa|~*^7&+vYjkKS2rwQr>tVt(O`elp;aqqPfybg{9YxtTfN`Sn
ztCrA-;zPuu;a`pE=n&_=8;IcA{PAZ4x<)mW;+K&AjFdzE@^hmf4ow1+n)l-ie~h2k
z0-9yUqOnnng?9b9-0M3mDh)UJN^O5_WbWt4pvee3KT9~=lF&)B+~<ItziB8#*A`(z
zupp;{#`A*akX*|97yiaCK&oTr9qmk>>GOIWhk0Ug^G}a_cpmbYdN~n%glMK^Bw>gq
zqA)xaiux!JWp1t{&LFEet~J*O1uJ~N3xZu5ObNU8pti*|GzP~s8#(+O5eDG7*Z&w*
zp-fkoSZw6Me!)`%)3*srE1m}%B8yFjK6529R}YUff~&Zb3pJlL>Vm~JB(FZ1BZr;8
z@VHgbh8szdEuWu+nRiTYJsYs$C}@hv;5p(TdB1r*N?LhN0-OmL5=a}i8i}H;5ta}&
z@+pW9ht-Jqlj&F4FPAy;M!!G1%+GK1ckl8}?4vf2hOJ#8d?o@jneOI(3f3Mh=rWcj
zcDf?pNm&?AIu_cU%s<vg&xINK<N9@Ouc`8!LnztDt}E_6%^{Rb1cMs;*iyriWcbUB
zjm>+$310mw4Q?1;RW3$z-?OMCETGH!tRkO@Aclm`(0gQCCB5~jTUx2{x$HhzJu?7I
zwpF2_j*)jJ&1rx+QaRL7IDHJB{Z@yoejq>74b0|6EaZ)Paotwf_?oEjSV$7_j(~{7
zk|f+z!^&B_RY#n4K<QlLw(~M}2^L!Q_Af2bet>De;hx9=rw-y6GK0!|&=96(8J8@f
z6BcIGAz<iOD!4j;skj+9pOF7sbdT`r%BJxCg3CmF0rhi)7`or1#lS+Fce}!;CBKCL
zR;}oxw_myn=i;X0SE6uy@Og+M6tR^EN3mi-Z~4$!5Vda{wyzRc3UCMDb49E$lbnJY
z^K7T}pnackC6(2R<)Eo`ur4%xxK*JC3@o(b!N)?|UW2m%@gZhci9*ba4>9Z{^SmNU
z*oT=IgRKhq(m>_K^aRU!ghvm+^#Ji<gk!6%<A?$&#Ro~LBuL4V2eO1JSL|p}B0d~!
zk@yq2g$VaGfg7pEdxy)?l3IK?;EF%d`kQbUAZ{S=+W~W|dqt3tH&J{z0E<7VPU%eu
z91OrwqmvY#xmny2VcN$nPL3&shIp2_MEvzw9KBgMdV_1uXyf`m4mNU!i+{I2*UO-Z
zie2VG9I)OF`|kCg3-o-DoWO2T2Nakwt^Yj;FNsZ`_CfwmkY&^KKgj%hf2>^BvQe8J
zU?=vSes^#SATj+9@&&i7ygO>XUMte29m!Sxox10Sx{Stl9irq?VnQ{I4PW)JRZ`ib
z2Z~J}&=wK{e%+u_)k?8){UP%K__IeOSfRc3-Hj5piuHkXllz`O_t)8>AOh3(%5rF7
zq0*38e-*0GJ6VS(*sVS(VK2yVIH-a`L%?OjKo$I=hU?zv6UtC@099xRv?7A$HG>6}
z*fnk=-W4YG{}@AF1+hac*xqq#3RC|l#;YNCJ`?;u59_OC6^jxV_wU5g1h9oem>qg!
zp%pmS@bfDx!PPc&%j0o*0&s@ovFU~n8tO)wD8YJ&Kx+yyHXIHn6dJ<piF~qTCsrNi
zy=IvlGL7H(;P)|s5N2=0G#%HnT^)ATd9^|S?6uQ}mC3vLULHB%e9#bPEMl4~dFkEc
zffev-w#c=UDQ0OOG=v$Cm@JCg+IBHznkx)E&Nq)|W!n`R!mJ0Fo&X0`6=5QD9Op0)
z6dHon5jIa}cpu1c42OQ&(VL36L7ZKff4mHtGO0Lltk4k0@1t-*XIShT%sD*Rgik7v
zeT`q(ydhl!xZcf%hA@{R=51I{!8X3!bGVa)Lfc((Uf+@n5?u5_Udg5qNUmd{y%JlZ
z#>KiY$A}L#R&v0T2Lsplggb-c!%TXre*zV<LVL12>2R+h;KdOiYRnJsLhwC`k7vzG
zv6vRs_?8VKOWx9TgSYmrHW*HG#D_?9DX-dGd3ImR>aW9{2k~L7;V45&0bf{XU*vAp
z_WcN$%fyFB!71<2OdVLHOGq-@#t|PR)GVd~nDb*~0-OkW<-g$%_rQu(d}NB|u-*4J
zoDrE3m%EuN!zl;zH&v!B);rkx?-)7DTg#Kz?*F#N%u-jttsp*#sps+oJ$pmMUq1>N
zGFYLt&_-S#xi8hF&6|t=84V_69cMxMpVQi;tuoet_e1~g-5+P9L%!+_oJ8JC;-MUs
zAkj@yy>3yd;LT9-&z=mAc|LF!Mu1IiG`4iHaxQD?SDqgBVpvSy8$%!&(#&&rYTsD#
z45b(khqmfiXb(mf$ayvhGU{ypLfh{i*2*QewgJErPvyCEf9Th%-h-2p{o8^%FU{yA
zwzhf>IE`S1nT`WoU)qZC^DiFiM+sJM7XlJ2v=;`Qt@Lf~zTjT`tj589@iFAi83c0l
z1h_|~!XskfGg*u)KrA#P_J?jY6CpfSTq-Bg<4+8{3=Ene>9<TCxbdC2&{apStXPq2
zU1Jcvk}8~z{>4gP43F`+1;Rom5-9Yj@_XfvgU?clTOivif`P25!nx?fZlqQCYdhSw
zEOU22waOc7%C%k$Yi~??w3{6wOQXVrbRf)tXYBpi$?zyNB$K%~MgpSP%Y6T#jU0ob
z237F3k$iIs0k9%(5xGxga}*k4^$nCjFytsr=Gg#&UFM0$LYuyN&cMvx;ECr;?TSvl
zND=gWBXl-G^rB2PZ1kvEaoTQha(1~iy2_PJ6{P%^V(suYH@rRLP<;u{P1ohOAfJPX
zIdo7Wazya6;=>Nrb0;J`M#Wz=@RQY##OnPzB*&+C^%B>lRU+zXmD3hVp&^NWji5y!
zrKuYdo3adx@ZMrfdIr3@3bn{S;SO}j@gzPR`c3?aXsDJ`P>XSsxmhfjB7j9(Jm(K1
zGPWmlSXI;)$Y@IQr9wlPcaifvQIPO2*|uM$K_)&N=63NXS_lc;Y@Sky$hkp3_U;gP
zon>cKo23iJ0k6v2J_-$Deu3rz!`MCk7>?kbZiQ>%8sW`Z<J5Nw4WVuVVR;I6NRBn&
z&PQ^3Ok$g4eBHu(^UfRk6iX<^IEKY}RS^ln74|9|7Su|VvO+_xz#}2tV;Sz4q`n3&
z0=?8*`JqE+Dl`O+7t{rKPj`$n=VOE$bc~byIk<&}z}H~cu7<*kVKKBRtwpA>7-_5-
zloT4m3<rkQhkS%<(|iaPAD~sVPoY7~JqU+sqdmp(GGnBk2G_@i!sD$e$t{y(5=W=$
zILuk4SkPS&`f!jo_uInru;K$N+J_bW<j6b)qV6erBWLu8cb%A5Xb|%N!m+(hVQxAk
zpS)8%5n7z<^^e<shu+3)RL(*}n5c59kXx;6Kl``e;9#L-zc<FYbG+lkr$U36hY$`!
zG&}`S$gtI5;Sdni18H%+#H+a99N1Q9s0wGc`J4}zAf^?0rSgXnQBG_tG=TZAR_o^n
zf)c>Px^XcB6ZN43(_rw`#0=LlnmcVEX1R`Yrw?>Pa`d!XsiT=u_5^oGPR&RMr-ki(
zTizkymlhumEfaqt8f;l#Sd1B~K!Tpo&JdlF0d=>9^d&aI@c{$p72?AIUi^t@2%hy#
z2=)hDom6>O<^l(Bg@(XWvExI!#Kb1Rby5|aeEQ<U0bKma>uw_x3?8z33W_7G&iZh7
zqMneF;vGZCd0Q)dTx*@Im_kGRv-h$J&{gNw(6d^K;e9z#X}v=u6dJ054cp4l#a?59
zu2CEbeB2q5OF8MSLW7t`aJYfc!Fgs5H;0i%!2#mKfn)I}iX<R(JjqoJ1RYL_%r*{I
zSfN48W5jX(HfgchGfm4w@!`O<_!EVLQ3cNCfu7~A{#nUWM)xjGVpeDn(}PS;#)V5k
zSh$FRW9qqAPb!BM4s0tlRE0C!+zLVthN3|O^SN&P4mz#OcnS?-o<O#pF{zo{5M6P?
zRA><MH^h7me4L(;&hR`$a$N_7Q>>4J5EL2$cUCycqQ&2T|HFx4g$6NCA;Zitg>`Aw
zIx4&ANU=K(JS#MWe;O-MhBZH;z8|4o9Ob|G8TYGB`liqz<~f98!#cQkueOaHM69TO
zw(MGhBnjGCCn(S7<10hHEVv90@fAH&Xb|%}vg?d_M~|NN%^z^bioXc)z^U658pOPa
zn7FEh^RkW|q8vmZ+y->&?H~e$hM=9<<(>hE<G6M0%=q<xU@Vy;0)+-JAJ+Sa3y6%^
z^pWw9a~Bs8>^_^KG`we5!;{L_*DbogW3`jS#Gi-;n{^o_h9N1QqFo^8h29F@w$I+a
zDh^!-=_xc+&1tMlVV#fZ!x3h_YrKx3NKc_bOkA30y$FS;M4R5Nd-eUFYjb6Sb>Lp1
z!G5a!&-!UtYHV`)DC{J>apfu2F(x%8*`4NwO9kofQR$BR1#Z^&ic2>CJnOKI%f9Zo
zF)4(q?yC;+yonEoc8fnzN_mtpt79*&pbCS8J9hU~iO53pf6o2NDsff~Iuqxro5N{f
zDKyCV71T6l2l6t;9Sni8OK=d1LPOZjhJbrEA@-u_=xbYtO@8R4$_fo)UPFG_QX!;W
zt9te8)^lK3SpYaNtk4j+Gs9eXaHD_pgsJx)m2;dQ6&l36febUVfdcN-(}7>!XO@Y?
zfnSA&u$}p(sDnk7U(S4^&^;#sD>R6COY+;gdy@uD9Qb`|1!maJ{06`T-m~=y5sc$#
z+Y}n)_crkx+)CFPI<QN6FFqW^EB@paQ^KH~+2!g3FHZD4_ijpJ4GdCKOtC_P?A|5)
zMRn-a*MVPUQgz^0p&@K%e)+*Qh*vl{9r#sf5c3b@w+tG#u&DnZ%R7eeyd<SOkL5b{
ztNu!?<6=RfL7pEV&v;426Vl#2)Nqe<5Hg>8;mV-+a1gTi6VVX3vyjD+i0PEZ9QKM*
zC^U%q6Z)W8B%(6sSNV2BP~iOr@Pyy;0cVpsc6Gv3Xb|%u3ZbGu2%%UM?5GmmzSk>!
zR)brv;=@56;!i|F^*DDRZE$`c_-v7dXP$B5U7-QYhmHQ(Dk2e_I2t6(7@h=v;zV3c
zILmPR_a)lC{t}#1@@%Ad2|(!=g$DU}?w|9Ko)Dw|4>l%#R_TTK0dQ2fXG?(&b4NRh
zL!m)78vk=P5}3aK4@O@7WY7FV2O;LPUab4A71uDCxgrmR1{rDc&lxc?Akj!n^8euE
z-dJNp{2T~;D^q;h#Nkiyxow3Lh35ar2^=sD*V7XI2PeTlRePykemHUGi5n|BaiY*5
zCw2arOh&+~W#9=%C3W^uk;hV)b_Y=?G{AsS7YF*sSn#KvEiQJt3(Aw$T!&ez4iI{s
z4=6N*$&xo^z!niaFq2>gV1+qB!a|5Y<pUG-GHcR;O3lQBG8w6H;NRnK%EalhUXRN7
z!lU}}K@W8kMErJ(H_Cfn!rNJj$|y95*#O}_fx?6C*;q(~)5b7tm;Jbaz2dd9@%3A1
z2%Ni?TV=$@yNzBcDN%5h&^r?7-@&spxR73Yk~<|MJv-hlher+;oHJmdA>OgGJ%w6k
zq$j}fo*v6yCe5yndBXKR4-_gJ`B-SE4s`z-kD&mCio|a$%&=ofxADW-@da0Fa1#*}
zY8K3hdM}(7*|EMg4w^5kEcArWGKA)UA9>*)`tf97%f}EZ<yY<JFT)b>b;E7|>NN=X
z@e<_O^xPhoFuz$TjQe0Q8+`x`9t22pr^Az_@I+_^oK;(sQPK2uv}DKYZPpHAN9at`
zav}4%IWytdSS-wQEO1#ZnBVqE>Z1>VnK=QD%vflsfr+@L$%`RIaFT)>WoW3p$EJ8K
zGL65WPT*Gxn=62&bBw?3Bu@K!K6ozsLG}5u`ZUa!8O=w!m$13<vPK9%XU;`YuseK8
zXDam6)&jtnCl7x!()(nK+8{X1G`@s&j#q~&G=zH^ar0uNytzjQ{$>C0txZ;h##3{n
z-&Rp@g@&*fGM-KA;)Tl<>?yKqF<oM}D4Fc6yz)J_*NJ|8V8BZb3JviZ3nDWnfNR8y
zPi2XhY2X{)UYH6EVdC3u#zc<EmSR{?peB9b0AGMQ@e%5CVN@u1Z3CX;W>zN}ri~b=
z&<B91FzYM|Jk(6$>eQdgHs7H?6&eArM<SE{*nVr$7_N4H5b@q%)$X`g-)9CZ50Wwi
z)S4R?$-Y8Q_^sea5HgS&GcwspX_Ud?z`R03;2k8mlVoUwhz|#F@h7@OL*UT}UXYmr
z<Q_H{(Ww|K1%i?<N7H>*e)%>xdp!abnk9YogvCHQIxr(?CIa+%4frD~v{i6Jvq;<#
z5#S05mI9zkAd&Gp;)a#BfA>ZI`Z*usqaMuE;EiHWNOUx?2Zk!$4f&m{zvHdiC?a9D
z;_u!Ea09PWcnZa3q$c77=#Gw0F(6urr$v|5lJ`SgJ|LkCWkP|uf|^7^kw537=bqST
zfn!Eg&-~S<h4evB)v?T(Gx=zfg5!qEBiy9dA~4jHO{a0##&?n4Dh)nsKtP}HUK#J$
zNkl_Uhvjj0gO3>|W;iQDr+FC>nKJD4nQb?1e%)z_rqE!s*dUsMvrJfQhGD=;1fL1V
zr5fPZMfR~!Q%__XO`+?cSu7nJy8%jx7R3ihnJGssJM)NUuYQ~Fr$?gJVL>ik`hZ_C
zOZ8O%Fjc~gT}w_$kA@dhVReUkpA@4fL)G^24maM!{A5hy5|t!e1#N3c*7|A4USM==
zqB|y;y?r2m#ADum7ms2FgIM3R11mHnR(!ETq(+z8#fJ`Pi};`i;C;{#W(BnO=DZ~N
z>=U$U-{z!(F70OPCN&b)m14slS5wAi<YB6vXN8{d=K(&fzIenS3x>pK1gY!XnFVhP
zhz|#eC<YR`lu3Fu=$TQP>y2cdp8gRZCV3Wnf25zYZMTHH3G}c4>__(~JspGCy!3;2
zz9oKz+AHS|>wLrG=z|~<JEB$9jtlsFgYwiHLE$L|Z%l&i%}7L(m70>0h^sSL!h6-J
zU{IY>4AwgT7<S_IZFe6;Xnl*|dE5cewLbQ?D>Q_;7`oVCva({5y%zT^GmXA>OofIp
z*;Tk<AXU(SML1xwFvsZyVNEZ<dhLIk0;3+nScfcGIPqb8Y}ZmTm}yiKXYEjtOwObt
z@u!v`szB<df~n9D=0n76gVM1|P;h6t5~pA)Gy*dVgIPRzVql9m+>J3el2>H~l&P95
zg+|~SsOrW?C@(7}pC*q-m@_%{jMCc*4Powt_VZP`)52(3zdqgbBtV2P?-a~~rL58w
z8iB39fTk!A3gA~-xuTChocqjC$PTe<_OyDNmzM*LufWyB2MuBN#gSOpd;9Egd5Ie%
zc!x}UI4~~$L^M=MJXR7K-8}|pMkl%OwZ%Fy8rC_<MWG@1sVEmvIh0E{{14x;ip+?X
z=$QQ|J8O)oLPMC7k>!x+E-*(rF{}(K2YDzo0-VqG%Ic%%Ux9t!@1N79H7c9<#R&~x
z@KPK^3JqdL;B3ZL5EF1#@V7iW%yj~8Bb5m`P@vakIPL*E|0YoB6>v&pjyLNw#R@&)
zqmRfi@iA7A=i8!th2kUA_{=mw+0zgv>nueM8;5M{-?%?q65xr3F@1?52ZaVPpF<Xz
z!_QQP<@gU+m=6ZPbIpJB)INH5M_IP@Vf2{E!{Z;9k(7!K5@}j^%+PJ{to;4_uU|$z
zz{NKE0gNrUVt_vYdO5_(Ro?t?YGD|Lu6JJeZ0Q%pnL~yBAPFUL3<~I(&Zw$bn6KV}
znH9D)(`X3DfQjixcn%Up<&D`~gXKkkZiyh#viKlDu*Bw{+pU|egW(b;w2Q5>4b=GD
z5V-0k28EvR*$4@3n*vViWUad%J3P@AkIGkOd&ClLkJF%5Xb2v~Y<$7lmr}mj?al|U
z?1ii>8~)nj-Z&PsPQ1tU%?Ax(GUFUX`y?+jN-<(GAZeBzS)n21?_fv?6C{^;JVhBS
zfYQgVZ5;a^oZo=3=YX8`EkN%n%AG{fsd}m#9b?IGM++~LTep)61XVd0A%Y?^QrpKQ
z$Kka-i|u=AuMJb!bX>jWif-)%scfkoES^Fmn9V|eo+qs3PzbG$iB0e6j?0L(X^V1@
z?SQY)2>fg;>b4)o{2i7T5~{a(JhgI*PbWE95`_ja4?-UqV^9ovxn`>#Wp3Rq3up&^
z6&k|Et5lwR3>!v|imph~0bQXX^oPiKSnuRi9F;!sE&I4^@hvoj&-@Mk(NXCs-bo6S
z_Bx;{G=z#?TJ<Q1=T>?MOM{~m*6vtTANueBH-d7iS7-=xDatudbXy}P$)<0dkEaL-
zN8QkIBjyQ;?wuU3B0IRVl|`OHBRJO4JitEM$)Lt}-cnLK1gl5!;UHe|C!!(XR1mKx
z7+7XnVUq@bp&nfK;==)2{E27;G&elTJU%C=<eROo!)s@*);ErQ_gswA=u>C_^I--1
z$s`!Zq*S=m$vMZP$iJXpg;RjduUME-kKhs#z9F=?KY$fy>EZa1oS)%?9$Uodr{J8O
zVb0m8mz|-|D2_*bWE$J~9D#q%hK4ZD;Ebk7iKl&oIpWUvLoZ$pcMS1YXb|%dC<@OS
zVXn%`VMDRdn$P@o#iB0*T-wV1KlccY$F$Pss>}zCz|4w5K26M<u#z&cFgL7_y@97P
zE+{d5&<IQ;56XvQX0d~xoyaE-NdrFDy?Sd+>Jkek{@HM*5tvznEPTq;#|O{;awDN8
zVDf+!3#JbmfoY)Q#&{nJnETj@8Vim5!4;}Bdo-h90CNnX{PmomBA$Twm?S-MG|b!K
z$PyN2Bn^b=@HO0p2(!oZJopR0^wFv4Taol!V<D{-|JaPnO;!WC57^NeyzLFIn!&|Z
z>#CDqvj;cAfJ+lHri4FX9!{niY!WXJ-3}g2$w=*%90m8G<Js+gOQqZfS{!~3qh6sQ
zS>d6PSo6pQ>Ag3DE(JZG-=&EU9D}SS&tOXmz(q{-_joOLq!|1@ToK!;4U7iy0Y9z+
z64Q_3fd8EDYbE*oI}4Uo*aSza;zKZ}*J5TAoux{v>3I)fe9+Nc04g!qF%a83Si44{
zr%EniB?aIm253}#bXrR6a5pUAyl)F~_X9-#R#<nwb8-sY!V~g%f|}sZyn|k<p!|aB
zyN>nc1-DsDA~;&%inZ4YjW)B>cjb*-{u+eoK)aam3ZhmYfg$Bpk3vuN{0{XPhmqcz
zXNJeOgLTbZF#2S@&d?ITXFZE@Fn+e<bIpgyteWQs=&{e$bD3h+zs9~~@K!M^n;l~3
zJ~lf5?%BcpF|QU^Z5e*~@bkY|UqLuv=R%<&SRA{?Zr)0%Qbf<+O1%ZUmh3SF4PoNw
zHul&t`AQ8AZn%r&CnrpWMqnECaohxO?ec0qCB)@61JkT33k`)vz_NrUV))ADbKmIY
z2u*yDy5fj34%)>l$cUcsS!{M7=qlWcO2_N?_z$emChsWJa{gpUuE8fNSeJup%tmuE
z2a1QaDHI2P%>!|w^^{sXK*b%`lU-7Ve;+ywc1-L&5rF0wW3->H7mgX-7E(iWy7SUA
zrR%(mS|_3FdqKn6*o^b}AMjE>e76oaNe2xbF{ER1GTY{}L2w*+@UZsA3}xFfJP$Ik
zFmr-KBnR&e3}-rK7bNe0*e#0>FTU#$-~3PkMS#^v;Y4@nhOq%&QjrqpV;vs45g*h|
zXobXBm(6_e8NTuZxsxZa9b4$n^L=eSREOAMW=L}3ql<ii6Em}z45OGK?a<9j*|{5L
zm+;5za#D7MhJbPIG4|WXB~OC;C_+mq`CR3-EkF;K@tHvX9LHQ9bCUA1n#yme4(90J
zYp;X$m*=)`&EMpumtfuWlfCa18iC3EQOcUJ@q}s(GZ#Vr+6U<e#vQpf)@fy}&>-d!
z9K-CSE`M~CI}t`tiqRz|H5K-VUc!EA{{gFD8>-X~P<UbT?ZZ*w4#LNV6>Fu?5YxDD
zg{c-*Trl1tDK*in1|??1p$3IU)Sy?wStgW&iz>X}l?loLUZEj)7LZjSx_e4uB3@B;
ztU+PUp$3J9YG}^}Pc$U^h|XY31L@49%`PAQJ3#h_p}C;gK4=6mUoa|4xU}l+R~F~{
zD?;1(>5fls{ngV+2^AW|Jc>#fi3VH2<f)@iM`(?rcElBJiy?1{>sO&c%;SiO8w*ci
z*x~AUbjk8$^o7@6Q*C=)o;2pX$R6W(2&2$YC5y0<eAYU=gS?df`KNuzn$QL9loAfh
zr-bEVZdlH|_>4XT+pVlv6?)>HWr{HOwQ|ia?rLl9QiD3?8vPfj$1M9&n`6!sJj}xl
z4P)VJnBl--5uFTSeJo%_8v2i)8S(P_VUW#Q=mGH|`L?bwdFCNld~o}Nms3W9K)mcP
zIXL)Cd>c1PjE_kuIz<%XT*BOk9bp?J;@h}lH`gMZz}$zyeKf$A>j(8|v!NM~i9t_J
ztA*`{wB(lUm4Zdh$3qHIBEFpQGBy8BiJ0RuI1)ma9dgAe`#A^wRA?mQBxI|*S?s>F
zcLNtrZ+a6i@!_j6Ucyjl2orq+9>%VNBseQi;bvuh%v4;lGIV_`DQVK?=O*JJf?{P9
z8f5nbjy4u>oF`I`!Rgbh*Z4Br>xQl}!zna`%f^wvdsM93dsb5hvqOg|G=y3j%~cRX
zjZTjl>cubrmBqoEEwY7%kbeSI@PuR}>!YIMvK0n7G!{8c_gokj8Ukla2sW6ldd7zZ
zoSE@x3kVT2uG-g93JqZv!rq(1mL>XBNSenA^Li4b3*`5dYOw*o9i+ydb1>#HJ=Uin
zJr-KIzt&z@-x}z}2k6B=vJaTG$=g0C@+VeVe9|quZQ|nEETRW~$X=ut8p3=Vhwe=~
zCany_hl37?KbcVrYncsYV*%Z;kY6kr(rnu%*{8N(4A*(wij<*Rt51gi+M{O`r*W&$
zVEcc=o@Yt$PQe$90Xg-NQv=h$mu&!9qrl!Heb&o3a!RmZ%xH`dO-lo(OG+}FV8LB|
zxPD=crdLp?);~eu#zQXkPXLi!<j}a20kR+D{CY`;w2TVSlGDhUANzAQG=#|xh!v~G
zb6de?=FJ74OdP-9MJMSfG>DlOrNbs|1(QE!0@+FPtWEbnF=dGprb2_5XA$!{E=U7f
zWuRNk%kU`o6CIRJp&?k7#eXwso);z`9H$|*AbS8E?=WU#d@VGD$#V4Lp{y4sUxvW#
z3URpZfT_?3OuZb+V5=RI4-9x_P;a=qfon;S6Q2r=z|5wbzInTB^#yAoH20(TjPy=1
z6P&t9p+U^^*>^qNKG`0=e*Em9j!u{g4PZVjZ9lz9O-a*7!SPK39^9~mD}fl{40luD
z^iaPEvp*}eCFRR(3!DVWQay7QEc$e3OEwfA;rL-st^}YY{e015i){2({P@1>o(z1e
z3%tzJF#Ux|zYT;I6|-Y1G=%9qK!gKO6CVys3GpYQLClLNd3?_vPA4JQGA$jw#*t_s
zurT9Q;N7MRt`1c?e~TwL6&bI-Xb2bc;d^o$Y*R0<+3;+lV07w4zIQFFK?svC<Ktx*
zsC+5xXStT6&=dX|U`6awBtBg!%6$9#VWk=t0iJUPF{9>#hA<@$)~i8$<8U=Xd+xPW
z_0t#Q4cKdFOs#w>G=y0b`1BNth8O+fQj)sD5wJ)S<~7P`w22RgQ7-=E^(F+9T^V2p
zHl3)@u=9@7@$O(W#%FtXC}kexX`xTS+^uw|LL(ZYk3?;$gbH9)5}NBGTXkIA<%hbg
zL-G9BU~97iF~(3G;w_BP(Rg-*!RXc-Rm!iaHiUpC^>SmVIQ$%P&AD6SafA0xS6OsA
z$W5W4O15GpMZ7C<+O0peD++r@Pr)gua1=%tyW_kX<fQ_XkxYCzG)4T0-e01o{Ed|q
zB=krfURQ+`f_Hj2-j4NRZ@b=U@utv-D*l(<uP|$9yK~)NfzhFCWXSFd8pOmWdbpDK
z|A(<B3>9CfffpNK0HE4rhi=(WIEdPDVa(8zV7Bn&kAiI0u;p;B;Hh_vtO9(`&lA*U
zlsopnW*yg`o*>-fW`{gRI9L98j#cD2t2eGx^YwIVn7MTHe~fORUj;m`;vl(gOj>&D
zlvHo!Ryyqe(y4lVP#NPs3?dklm<5;>+WL`eS`3+1%%z3+eKIQN`}o#qWgr9_=7WZm
z+j+WvIHBE$9Od#rCWCjLgwL&$;WS_r8pOPUY(-%Y=4sWx9x9%f{osLV@Ep7NaA?2y
z6VVW^Gq3zm;8ui|V??rN`XNUzg+hav*N|7{VG8Wrze`Jn*-od+5ARzKLKDP?1GC~!
zL_@&N%<_wJcOtZ;#Lab!)PTqQR7<4LAm$BZ_BULAn7jQQxCX*P6BnQ~{$?p$8(L<r
zn{a(&<lt)yxs?;XZS!e~zatDhF9&^LEMs9h0U^$OVR)`FlZxB{C+5SF_VsES9_OdC
zbgr_oRuq1Uw@<`s9ANul))3t7dHmAcZoKXji7mlGoAF(TLyHpNl@gw#5aLImCAOAZ
zr)GtoB=s%0BaF}ZLVz)ch1sm9$bo`9WL*acPpN1FRxd-{i76waN9ySbxS(PGqO+AL
z3npfd9@1IWvB%$eR`!-{(fb0JCjj0d)?+cY#m7%XbJ$OeQrMCH7J9yrggZQYPoKQn
zzb=IEfTFO)mRxvR@fCW3&)$0T1n~8r*MJpwTP&Acl-;62BVhH)&;dqK&bI6Y#hV5D
z3$CL+Xb3YH&1^{2=(Kcqk^{raLds##Dl`H-o8<#vZh$qc)cx^m?I(418ng-xV&23-
z%NkV~bjMk+;t6C2LqLKRG>F**kc_Rkk}AbEhpCV#08;CvWTe4U4kL6UB^mR#d(}lo
zim%Rdv0;Tc`dB{zTZJ=<b=)fSR4=+4Js~1A3BpXg%{v#Yb$W*J%PPV{L-o)>p{I(P
z17n`B#FUsg*!87@Qwid|z2k)(w5Y;A(jq3n>8M2|tP(??RlKh8umLae(S02eRt*=2
z>@_Jgq9yFORM>2(-?V2OJ^%5q)w{w;fVFFlvUYrhp71xIHSte$k7BzH=DWp0i=5Sc
z^}5gCjmU$O)_juiK17v@zL<!e7!;kJGTfc4k3kdU<5yJAcUVstI%mClL=T03XN9)1
z)!<>L8a)fK5F7jLn~=(1^kuz|2Wg&QOaWkC_O({II$^@D`lI1O$eoN5e;>*h?lLO#
z)=RFq_YY!KmOq<3ep%i!E@(<i90%-}&OFPK<Xv`Gome{;1joI8c>DS-^Y}B&jFJAp
zh>-*42Iyc(U%Fa_FGClXhw%5_O9vO+3Xl8=QSC$eV7{92K~F-$h8oWz`&N8<)_Z4%
zn3Lx^V`#S0M1_VhvAc{ac1-?A7^E`_ykEFuY6J9QR<nyup&`t9fC(y~x#77B*oS*@
zTOnfgx$j$mG@2IfHaYq)^kr7JBP%q7{5f)4jaxe@v11oHLX;6GW3D%*6n9@6<AkZu
z5T@(}t5ln(zaD(?Pk8PrUqHRtkv&$(UaO17BX7Ksk_0zpAr@5gQgP*XR1f~nsAZS*
zn`i#2ar$#eE*2RR^YgREp&p~0T^<SzVYWrgi%@vUIABNb&F@Wt8`PeQJMK=X4A-oT
zns!WuMqnC0;Iz6O3cw7<VSt4hBn(gHoh!UGEbT@oz*MGc9!PAV5tx>lz$)YL`o@c&
zKLc8Jarnd!ZrsMU$H8#(lBYsLn4dwjJwdD=*d1vrGLKFGEt~t`@0d^8LsB4B0tyWw
zvqY?6(F~gTkl>{On-<smBjwX)q1XEP^)J%wG^G0yV;Z?KYTKn<!A?(g;dKj70Nlvr
z4}M6c9+3CT13&4IW$p4Sg9mNAfe&LU!ck}lwjZv|qj@Jv%<q<m7Cv+uEM2`BAtxVI
zA0pXiw?69G*;eQYe-Jivmt9GCpnGl@G%H3`y0fdclaeSjgn0pZ-fhREI9w4D>Y#WE
z4PoZPmHHk#CS7vo>#ChjULb{rFv}z6k9JJX1Eloill9+Dm<o-+%w`!!o9_oV+6<e~
zcpk`8@hmAch>6ptfeF8i7C60FlO9l%iFkx6)7Xn`v0ismXb6+tIo)S(`{Ib?xNR=D
zGwaF!b5P$ua0*h4gF-`?yHJ;QL*Zp`Xw5TW!*4&nWZZR<r$Qqz^#ByW9y=!Wsd(Yh
zflq}-U}n=twCxGG9olK|13b@A`beQc%>2kAZqMMQ5^(WCzC#|c8csHsFJLXfJ`U_E
zGz7gC@!9IzpE(&>p;gQk`eDa?aB$u(SH9;m%C?bRh2H9HXbAHFvK!bH;<|d_)d}ka
z@zf4KCWj?B_D$bIATol5_RZ+!t&=Cg17|!$q&zTN09xfWK`ab;b7tR5a2GW^EV8J6
z7T!m`gxzjk1M+Dw)TOmQbmd;-G6h+*FsqiedB0tqc~jsC7as?X3Ju9<KEUxbXYLVr
zLx57PNjpqYIN}4>=g5$bL1&)8m^6OI?bQlF>vhY5wPF;min#DB3+BQdi)5Ca*}|pO
zDHRpp<okBa*tZ1b(k~!~!SRV1X$c}*mgMc#l}r0X4}wW~@9IBFKR#SjtcLXy_^ZIQ
zjG>Te3j!Oh0{->S<CSXfs19rM)|KOaY1x2&69Qdf+(#2+CFggnD!|m%An)3yA61q8
zfyYmtylfi~ue%fDU{j_K%m*xEp$!X}u<Fg4ZCqNFstukj428o`n01*1@S>O}Kl>fa
zxD=fXDhdZJzJ5#{#%`IpaPIThF9t(pSZG~~6;G(S2_ExYba#K5(19Pw%GyDrJc03g
za$IywVj@)178=M3?We(s`R8ZB`=$%qzy79cWlt1Da}asf8YnOkAmsf?bVrZS;Q=EM
ziPUsjjxB0bWLcfB%Ht1<-~eW)_xadTT8|Y!)T=>XutIxitZqMOY*Ux^^STQKAJ16e
z0!@;EFfu}%?Q_j2{#b~9g|iXd^wx@VLs~*>xVnx<Lafj#Y}yj=@L?U7R{q}6>NUQ0
zQ9osUjW((RFaah&s?N9%UOdyHJzV<YPYZ*_sl!#Fp>9C28ZCJ@ux%eUQrlPc_rm)I
z!^52Y^!wf0C4zZ{2C_bH52Tz2t8Vcb9sJc}y9YdO`gU8F(SogN^wOXrd?y*^{&d>1
zyY*e#GjGn>{o}nJF2SYj4j$eJ8d|Dlde3E*dQi&^%%$fE!z5ka{tzhz9-3amrJe1a
z`BKlBcx2y<v0#yuLPJs*28}ijaLI<Fl(Eo60#>c=gDZ0jAAvJQb%IrB1g2gbdK4Zr
zPfzl8-25wxt(Qg6fcEZ0dtk3JBRTM@&=9ZTsPwz+?dPn*HQ|TzHw~)Y1>e|F78nW*
zVb(;<gLX{5cz|4!+^{}!!c=Go^EqsOo;K(`LMz1=2du9gTt^D83Ju{lM_zxn^UA|;
zwnS)!kKJ$Pc?Uy-6-<SOFuNh<Av-25p7=FdM@)r=F#93qVLK-8*NxV985BMh8p4c6
z%p-P83g#EgIJ8}%AxzAtVf<pp<W>UmX^IYZz*J}m6Q3|P@G7KNzY`C9mH&-XA1O41
ziFrJXV|GlEm5;V7G=w<|Fg<zT)y>2V$RTFcQ9f3l;>syoq%1_-09>@%5)}VC*rh0f
z<8~2{S{L|h+3XT0@;jM6g@#1H{Fi}kMx`2x`J?_7AHH-z&=BxuCWDr+YS%Dpr8L!o
z(u|&8>ZAq=4Z-e08F=h6pf0XCV8+h{+<s0nP-qB~rP09En-`y?ihPl~!HG|WhA`PF
z{jYXRGQmDD6&k{1H$i{1V~P<<VXqF|q|gv%30xTZVbGCR<LL+D!xyNaA<$|F>fbf0
zr#s#YRq0j-RE366n*gd2iD6Y%b>iLnlzTwkg_tMpBBkNN`@%7TS)n05af@O!V(T=^
zibgyot<5=J_xtlRLfLY;DXd-eIj}nR6pe<Y<B-(|4nQCwDx3~DY;Y6^s&X(^dCJ}l
z(j+cZ$5<YPhA@*5^Ryk4BFy+g!!dqUp&`sy5%Y{4Qw#=;=ah3?yeKq;`37R1wPT9I
zB26S(a8NachA`(N<~chi*K^1&CmQI0sn8JSa>P9U-(r4+n7CW@8WN(rwNp9jpW4#R
zap9)W5T9od^P(M-q83C*f<xOC8p139aK<G&CJiC+n4$xwLPMAsm+0~9<xcZnwEsJM
zP#YP&Y-f}dg>&Pmpb8B!>O#ycJ0@S@!Yv#zhd4A|p&`uPh<U}1NrPF;bq<&c4Pg#P
z%&T@xYL|~rQfLTs9AaLxWAb)cZhtuNsn8JS8;E(`j!6TLU#0WCS{F2g$<mkP=>}Uh
z2ruy(Oq`EJB8ujpUl3v|!7qSKPi}b6&<pe5>F9cf8L5wOz<i2;MaJj1h#A;6F(m~a
z7XL4S@tn+)yJeiWP`Ln}mRUSn@Z^rl_>ZoMF#+K27dp!J9P_{96L&zK+}%?~dUX^Z
zfKR)%z~!HD0}3xp#ZY8BpezQ5lphVVanp`T3o!xifT_?B=I;RK$=x;OzckMGIi}k?
z3BbSWqsI)hyDb~ezrzghgSHoLBg27Oro%b-&<xu<>;Fy>!myHp%)f%sInGt^c0BFk
zxHMJ~!nd*RIAxFU?=0gp92}lmF_L2v6>!e^auI3_cga<UjzUA)*95?gTh1B{vF$z_
z5VS55G=v$6n5foXBTtZNO-7||iJgiM1S<|5g@!QuqY(19<|iPqTXMrWH#<oWC(kC=
zlBc*?%*<LMR!}U`Z9smlIG^?WJ5|ZRdIGTmJvqaBE6IVM*4B?kVE<NzJ7&0--2a_e
zUIJ9(w!JSoCOA>WX2YQ`6&mWx35a>ejwy_%uid#qLzr_A^R69}tghI2JMgK{5avgS
zdC!i?+Xb_d7*r0J3XQ<b=Hxf$lucubl*s4Oy4MNp5qrr1uZ(i?tI!~3H{61ph9Tey
zNrgvDEJuX$iWV0dtRclmrh#sJI5hG>L*QMY{hk60+;#{l6ZCT61EPilFtp7YWa?vD
zb&3z8B|prQ@!lN9vVb%SK@R|*;WWm{K!^|GliiEY&-s+|35*1Jxqzq4hJ-cZgV;nj
zq=5w`Z>A3eZ+!v}l1(yv;)8fN38ZkGhw)sH$_nb1xO_7R&kT3{V(o$)hi`z0%=Y`B
zA>dNb2?kE;UL(7}(affYW<g^6xqqK1Rqt>yCtsdILzt_vV?!X77n@ehxTi%ZX)Mgd
z{=hI#dV%jEZ$k#GTEn~YCrBVS(f@w#vX>)_ot#8=7#T|u3}N6wu2-Lup%6P*Bb1X!
zk&B^5_QuHXi~_@wyByX;sLDgUh>kM~+bbd!6igZA>=h9TkyOu?M3^0;X0{~4{1~<E
zB*cqA5nZQ0M0GVo9Kx~3u%KLY8qY481wB@Q>#h$P!ps4d1R^aVdITmWI8wHH4k_nc
zC0C6LJ0i}qmweFlSU9ncQiYysDTDUvHWYv_&pEjy;T@|vS9e{TT)!Ig_*Den_2oFC
zf-ruZ2M$}$XO&-3EzDPW(_YK!<d|2#_k&2gjnlTL1XqVhJJW#bk}E5|LQnX;u@&9W
zd|9Q$_x5mSh^zV`kbeq4t(EduXbAH*_UQxr5a*Wa5?nNSbgp>#F}yacESeM=!n_Q8
zdIDOHhBth?Z+epdNqjiKia(hd=60}4F|5<eqU8wam;%Z6ykUi+`Z^0!Xo%Yy0BfuS
zwf2&#SYgo6cVJbaA<Rg`RD#U7<~+s5l1;a)H!H)4^Wu}+b%+dl-v7_zyE0;(rf`J@
z`9#k)Phot}k72T4J1jIFy_^Gr;n<S}#hJ!3`VtsBke9z5HB?WAwB3Hj83e+DUWV6<
z9yKdY+npC9IoQwGwTNK;vkd;LNc<HRv^+5VY!@Po9LSJ0J1sqD%3Ja`(+Oh8NaL=2
z$%qKFl&*Y%>4S!Z!g9u>b4<x5pZOvGD!*NgIb%#deb5jl=9=&XI>wXprwFRLw8yc-
zcb2^h@#G*j7LAWl=td1bmZjBF=&6#`AU97K3+u^%Xx!LDcqawjI`X%R@&&&;_(DmS
zmOOj>hP@vw0Bupi(G(iO{}Z+PArxL3DBPo(xFPH?QWP4(90%r1%qf!3;(wQUzt#~5
z9eyxt=;Ha?>NxSK&=4kOlQAAS^9h&Rs<im@;=X2%N06LP3k_k0GtKXVVNWSW8+g^q
zO9p&$eu^y=DsdKj^~#)Ar40CW5xAuxJ}_1c>GhImUkkv4SBa1^7&6Ml!JbrS@3Q*%
zHMOKDY6<K(%^$+8e2m;STjtOzh=t(I+XyPJ%mU(1L?i0aS@4(As-~l_Z5=i_7;aCP
zAEH$TYOgWEuI+-1=m|e8C(xsJ$eCy1^7h5Epdrl4fawWo4O!yhX6}F7%{mL>Q3P^y
zX5@t;5p`V}51@l=$YwXQONT~=T_6fQF^?;HPXP8NyWb{tfj=b)X<fvJ!>AX3A{v5S
zjIep&@KeFvJ}b2DhLw-u=^69G0ayHqXb5*B;sy^*ge0vzn$T*fUS4?bRFjTy>FIcz
zgSpGShHn@thDxC!=<NvYKhl73N{EPT42s1Ht#;bR8daX_=F%EQS1z|HZ!eOyeh7aN
z#D0Ovd?6&#$FHa!{FO0*%@h{;nyY4?9^KUi0enLjR6A84?mdWsi%mAh+k2F+cp&Jo
z`g0dEeyC901@@nfa~7+dk1+*1?4%^T;^(I)00=9z7mEJg>eQ<c<JaYdgGWN5+lVkg
z9w~_7g4)#MRZ`nl1?@VTaI)yZQc)O{$*^~V-Svbp!AEyv2iq{?N|pJwSoQ5$ufWoH
zRfqMJjV;fz@Im%N4@xRevU?<xlU2Hzp$FgSeY2rUOHDtOxjR4P-7#KcZMDcop&?nK
zQ8UIcSz7quPCJ+!b065ZWO7@)TB_)QLPMBs&`{=u;Q*KN*aI72Dr6gZOlTMc@pgXY
z{b4`D^<WiSp&@KsjC=CJE0rVQom70h!wZ|QKp;=D_;A1$e<B*f9)#E-a0420r9{W1
zjZTjB0v92KGL}$i%n<ycUwj7qz}lP252z;mf$@f2>U^yO*U<)rFWKNX+fgzK4Pm0%
z8k6jpfjbXw`Ct-^=vr^*{ps{g$Ix1ZhA>y)l%4^=UV^CEy7bkv&s~Ac@a6|S-YI)o
z{E27?^D{?GzA=WakN9xF6n`Qb!fb+=1!0JI@p)n9-7zhDLnL;&sskGYy#`A>7=~<q
zgcgCN;`YzlW6Ce6hMu@!dSajUgb#y~$~a7W3JqZnL1Pfg*XOW&j7h|6uhyaR?6a$L
zd=gUHrB!X0bMcTJ;V@Jtv!QJnP6`dd&p`Ns6hDKx@9@b^+{DR#5>H}iNds=qeCK>&
zrz#X0ssclFj9zw~TiRgdoekmeTAPvb^0vs=9NAWA2op`DF~yE~WMXLQ{i^j`+RI~h
zPPpUO1^9f^E((Q)Fl*opkP{{(XnQ#HJ$Iq-hY;Yp<Nk)vOuL%a0x*?@mO>*iIZkB&
z^TOoY1h`dV47xPy!_x_XsrYsk8pO<n>#)wqXKp*6^vas>ygKly&=BS#Y_FdklagQ@
zxi!W8W(!AeqC!KM{>UsI=XteVg#T!LFHASaRCNqBP-qA<4`K$|F~wR@`@e=+FnNx|
z?L$#a?S!w?LeM3=`wfSJYK|T5BY29_Bv#EXuqU3vqMDu=aN3jfU*=9?mEhyHp3vT~
z&IDWG&Nd6tQ|yKqJnk|f@sk@Kz}C~V%|i5)=vhlZ2|a}%mkq25S{hmgCWH8|dm$VZ
zT^W%49U(|MTP8=*h0P9vw^1FC3JoeHUccc_aVnb!zG{aA{^A3D2e?c#<i6TEtq3xr
zC;T#?@1Bqtu>GUQK;Aigve{~#e;@d4k%edAQp)h(Vv>8-=n2d#>oA3ez)vGbLCz!U
zRD{-e#`#ZYuCM51_4uf>&<M<|&k<7*NcC2WvQ9JxtM}6K&!c+86kszg6CgIwc+YOB
z6?%bhv<6Zm(r*2$ckMsuPB##Eu3wf9D)cj6jZv(>LPMCfVMg)f?U|C2?zG*ebSC1%
z!Mch+QN9_0opsew9*Zi!ocTr}*!qbNR1mIE*ghsdtAYqJq9^>zfbS{D9>9wloisEh
z(Wwa{m%4e3b=%2fpwNgavYE(^JZg3P<G$zN=19^@?OKm*>ojf@8pLD^tYye{Ui9R%
zMHb}S^|#zTtE;!_&}bBFSvptj<7s{vw=BFnebEp$F5Zl{q>AwSY+EXR|MHZ4ZCzTk
zoS!xyw+Qn?yo@wfF~_w@h(6o_c5Z^k7;7hSeNeE%_q#yT!i!G-c*)2GE@Psdgg+<+
z*$S#xE^@S$r@PA-Z71QbTzEyxc+jE$>|U*0#ymR-UlziZ`pa`az1g--H<!`MPEzpu
zJiR{BV5ihOV&l#!4_mv8HjKn_S98nUJC~ko1{<|r)#i*{{NVz&VPrjk_y3HxNbk?-
z*~WC@XO&)vAJE99Rk*YM&X?^LO3BM>ZVC-a9-l__<i%UOPFl!){ZH}8G~+iI4MkqN
zu@dKqrcd1Q*%*a}_zg!*QDy|n1Sy;(4l{y61DFqkn?Z6Xwvvco5Bz%k46rF+u;tMu
zo#KfP+Q#^xL4IAxY7{R26ytiXUZF2)etI`T6CYx>vADLZS}w?lp70;wIwh!EDlAW6
ztKof`qnxTZm_dbxkewyX^Snc91ChAeLDC8hVtxpEn~hzf0|D{jfGPfD1~lzu2N%Uq
zxXyg?gl&IEXz!doS7^<h5l*&Fp+P=N0H!_@lon2B+8HSssl77bny%NPSiCh!uTMJ2
zRiP2s+3?E`W*|#R<M5BdJ&}n{{3<kvSsG=4FKQdDU`_-+WjF%&_&$u#PSz>4s@zJv
zGH*t8_@E(7<^;{hd?wK&VhlZo`9kF{mE%PRbcKe{oqLVnwf!BQC+Ye4-Sm^lv9i@t
zXb`h3N&(+rRui4Pzi7_;8xF#);q?uVO}o|vUa$drb}A$jqgcn9LQnWba6Mgs_5_YG
zY}}#o6iH=S3vkzA90KKoevHIE#ln1B0mdB9?)@0n0%i<`4;tcn9ZKaBC;(GB2`Evx
z_{daqC5S(n^<HOVj`7J-#3)v6Thq_A@0!4dzGcJ0HEVy~3VLr4)@zlnLPLCFIE#^w
zw>=!&js@M5(IVfkIjm)q>VT<i=*3+cq7j(-BvcCwAN3l){81Z7<;|lZayeltG=%vT
zVivGtip(ThQq11Y<x(p-VJb9)nTh>g(2mLTL7x=;Ud9Pip&?An+^62k<p<Hw_Hy|;
z7aDNUG1<LBLzwNckBZp&<c<n(9`aXNpE#{m6&k|Cm_JX!)(J7-E`zKmv>W#7GJZI=
zTpXbN^B7rFSDghAheo=GW@ygvVrn;!(Es_(2L_LUKc28C2z-uBcg9!F_8hcWp%D_w
zX2#%8Il-xBhf<HruIShUv_r9#3JqeGM+FYY5vHu8xKhCLP{%xdLZ=LO%y6sFAm(;d
zHk^e#0bMhahT0Y)ylGDno6TTZo}rykftN<`{Tqb0iDdH*B2{RJRc2^++c7Ek;nYn>
zetJFGF~V7)5turAwPTMRlNMNFE$zUkLPMBUu&;i!V~UhTW@OJVP6JM%5t!M$U`Vfc
zaql6#RjaC#LW7tX=4JFl!(dJ_Otr8u<EXZYfU0f4rxMUcOMUS{m<Ft8#7PBPMq?p!
z5c3R;I2oRW@duNP4;pVw{_3@XOJ`P?5r^PV;_DTV=Q3;NlnTw*lVUaX<nl@G^n{eS
z^7O=58eDsK$KfMFKG3Lk_L{NsmK--ea9c%uWEyF>l(Popi9ZnyVdAUOMh4Pb{owQ{
zs?_9?TuQQc6dHl4=fo~Gr+2x@;SN=Z85bX!hKcEeMqnBkEMXKw9;|%QV{m+^-f_}o
zg+^eq5$Eymh3Q4TP!&_^Fy<5*LVX5W?<vGk!KS-ok~)BgGX@_RvT`njV3CHhFi~iz
zj@A|l%SD;UAgJ|d^{~<C6MfiHm4#6b1YPw6Iwn$8enge@!b-BZ$Ynm8d#`p&yIm2U
z`V}9U#`D}w;e&=S#~`NpMxUgw-KTcRH;z8z(s&}dL0~-0M?rkh5a#QMX+CZ(h4EzJ
zmqVI&0JlxIyPv-wco6miFesTYBoEe=r9w~mERRZYyXuJ;a_vmc&rk2_0=LxFm8C*M
zm>Ab;q%vQOWmWyh;0nc8{su|P#zy|W|BI@S3Kt9{+iPI*2_u}#S+-H3C;T6g-ptr0
zhZh~Sh>exQ5L9Rgb1PtaLeW={0^aG)xL|?ze)v)#9PKsN*QW@pWZkkKSuSB0GtEQf
zM^?qG&=AXK5VI(^ZjErsf`!H(_qqj1<8vG?+v30g=sMF9`Jf@pV6^-H#0o1GGg~XH
z<NIX7VxlPd=H*oJr8{oD1o0^M%Oot{+XRP&5>Twr5TAW;%ol<a1S5%^Bg1>1EK~$j
z3`rH5aii|yzkkRDLD3T~uY36e{#+XC4-MPd1yc}PhlxT@^`VV1KDVp%%yV~Y-&g_X
z71PH3S+a4T7oZJFN@0bDFeMNEmJDZQ0`BzPH4ySQUs%29Nb(SP%UU%T3JqZ{K)D2Q
zTL_jJq#=#Wm0xz$-}YfEm-g)4-d%>*!qb&6?Z!=^A><?2i>2%u%vWb{OCx>6(U*^g
z;44asrB`SKW;P3Lz8!+#y^>|FHor9;lPW8VcZCKqi{W(7G^{eHnb+v0sDy9oZ5TSk
zA7&2~Q=vi3mZ-2Y!L?Ppc-TrsI0brU%ZS%Y8O#XV5?ougOQ9F|EYYCR#I9Y7st;&b
z;sXfjAMoVC!1X<w0MF)RBsE;2AxunUV>Gp69=tJQ=(tG8>GtZdeT%M!;HXoQt|>Hx
zDbo~M<<NFji@8^igH!%m`+4WDwZa&HbzH9`p9+n@G}wt*S-W0U>tFa_um&TSzwztn
z+E8c+(^&_)oh_d1t_7!5OSkokoHM?GlMW~}h{<xT;Ztx%c{`u{nEr5t7W~aS-QG%a
zbQvf#gjo^bj7oM)u7~jAiF}z%8B+=kVOB=WDt1f}PN2OuW%OUgi#ulBRcHjJ&K4n6
z?U)oVQS|pqmGf`T1M*b(RA>lu3EGotc1&`w47d}K^+D6pPM8V}VIDxt8g@+Xc7&U8
z{KJt?g@!Q0u-|LhG3kVqUqWz<{ZMEK6R+@i!q{tK7^ng11~P1JbiUeniU1ANRlPOx
zT*uBcJt)DI=Zw>SLZJ~nXJc1Io;__~-0b(Zo^&~lDTM|xTZ@H&>Sz&9Vrqq!Pm9+6
zyzGRj&>&`8#0&uec>I)GUgENdmaAfDrJoK@1kg4(Nmw_M3Jrnc{Y&E&u&7>>N`+<B
zj`w-N4QY2*|JbSD8Jwshkj9Fs&=BT4n5{g;;ibvg1pWdaW=~JUluvPbn)fYdt@QCu
zK_ejqy6J{n`^Nn+4k{XHuSlVxigp00;f5_MFwcAuSZL>ieya9TJxF^S>bL%*es8Up
zm_BF-lO?k;cfsMJE47;4ei{6*3#^A4di+m@$4rx$K4=It2n7O><(fU0PvDXz@%>st
z^Q#`%+jz|!T)4zybF6Y!Xb2Wx;qioZje#3M8AB8G*ce>md-WsT#}FS5hD`j4UN0hi
z)-+|oq4&H0*2K$jBtHN7E3J)uSAb__5u?x`W_y$-yULU=T2F)1r9?e08iJJITpM$~
zvqHPOt6WI4`w=es$TY&3MD!q}!9rU&^@DY9f7k?a?3y1YIP+k5awXRX`E9}!?O14i
z9_Q%4tPkuc#Ru^ckH)Hi<RvjCSxb+><QsDD#g}7yA~f!gIKiAm*b;V&M7(X|gPv+j
z1gmAO4PNXvZ|~Mc<Bo-vb5ZS~k?kOORz%%q8sG5+hYuR6L4&|DHFNA!Z|_)trK7<$
zccd6KU|?Y$p`4A-cFmqvZ}ak-QYvp^Tg(@Ke9#lmUqKgna=Bmh8o@`4)ZcpIHMl^x
z{li@!9oSZqZK%=o>m8u~4d%)7vy6C!p5XCPj3*!(Hc`>hP{k%}0T$-lWN^wd^X6wu
z{I_9pd1d6$okuZ5mgP1Akqf-^>G6XLd~u*@vXyjgjz27MD+1_eVvQJO>B;AY$9I$C
zdcpQPkzF>5#6Mv{cc0A*nE#Kq>j1B+SpF&rB?*Kk0*ZnZQAEMYv*Zc{1gR1b<ssLU
zo5O`PP7)wsLGjrORumg{QNhX+8}<e&3f61I3RqCFBI<vByJu(5xwFaB=-==2aK79*
zznz_(o!y<Con5K6+?4p$ZLIgx=hR6$lc?0g>-pV^Ca=t=5E=6Vhl8SrIQ=KI%2;cc
z>TuUnADxQpK!O)T4)OR;YH}+ZqkOD|ff6RGQF%PP6~`4`ck?ThMBcnmRlz_~rP@&p
zhtJ-#B+ZK<Z-VA;PdBz!*Nm+rCu_y{%8^LoT}WBA{gbF9^<XvQ7yAAv6xSCdL2>q?
zGhG4N0yi&){3<dfspdgKb~+5Az2eWJ4cOmkUY0c3dbqffj(F=!quKOAGUb!~lG3td
z(d4SKS}$2qJ-M2kh4k0*L^<6#iaVC~hqCsg8d5>9HR|DA_SW)8-@BL&2bdRP?qzC%
zBo1WZB9QXRnMkhQgSb+U;AmKABgK3HqmXI_hmO`LDvF|cQJXhjoRl@}*FW<3WzV3H
zi_t%y)-4X*(+bF25$45zMw8f76UI@`?tNn70svf2l)gH(osq;QlX`f2o$&2Bmw!i*
z4d%tKBxz8!ETT3{PaDtj)95a$lTRb9Of?xY=oliefDG~AkV}3c@;FH~xf?ymGeC*W
zsxjxJk8H*C?3dE~nirCTO^)7OxcK8Z`%y!;)K>39XFqF;6L9idmh}Yv`8<wdA|5PU
z*TaI1f;}i+jxws3cHN_dHV4DG)&095e>^-rSEZ;2^WuM{hknbw4u5&X=JR2@_98@-
zRb5l)*Hq)0K(cLC{k1RfyF5>C1pZ=e8?u7<cm!vksC4b@{0YLJL(Q2yka$b&9uMwd
zOI9FdXLV(*UyNfqlp%x8o9TH*SVK*>W=qD5BH1EcZ-KLKNlNG+^`?t(8OQWQ&@i-G
z59*;QG&#^)A9Q>9POnXFH>;2~GpT0JKv5Ar>R+t8V`nr29)b6h*15W%FY@F#z^!iP
z0A@1m81~K1Jn5OThkYQ<W^vs7Oe0Wuw9t`h6ql)k4t~xvL%ljXfCnGp_r5Is;y<@;
z`!LTxk}5(d>edQ8g1gY@GVwb~&wHllNv&i4a81$!RmOu8-UN#F1ezMdn7ZyWl|k0F
zoQ}nfq5{>!Temr<<jg^I|HF^#bAOo8{m_{Ilr{!4pgnka$NhfdzwaJT)8VJidh6ju
z3-^fykjZ^ibMuu+FtNCZSUtQm*S>WBeb>^ku6-sQWB%D%<1MeeS~Y6vzpKl(BsvEB
z^}N7?|2wL45izg!n&^gw>4`clH9WttYAO}4_L1?hK_z-P&ji!>Fu9o?sVsa%7CoNC
zpl%04Eqd}gx7oaT_Z^;Yg0EorlC}6Mhb(?&+04XPmES9DdALg$?J;_*_t_pnwP->@
z>Zqrw?Z27cqs5anO<g|opxANe=?kTfL^CxZiIWOd%!vDxX)ipr72j|f>ORD~GE^C%
zc|eelz$PZ3$_zvqIFsNj`tZC;vrgxK%nRc~t^E&m9qa^1`$WFV3!<x=(9+-o-F&vc
z=@zCbZtvr+SkolAUCiI8N%Envcm%fkxjgT@M~;5w;<A*T4(&%Z^7q%(>H&H@Jnh>0
zl!CO?@qC;N5bhd5!&Mo9cFa7I?kbF?a1_SZfhuSi71{AAR6T#_$Yhbk7F!AqY(c}=
z<-pF0(*lBS?ts3AcXRX(=NuC=LswW+8!J<UuqetjhNxfCA}c=e1s60=7ZjvjP+Ot4
zu{k1S%~LH#-dYPs=Ht308=zrmwVU@1;YXO~c+dO#CobPImv++pZ#AZ6SI{t~U3-MD
zyV8?!vN|t*_VCT0Jwmw<NFZwRcqkQbLiqDp`?O#7i#)I6cg1_`w6YUAyduv)UnPST
zU7qvC+sca<?S0d|Y9LkSXe^PEIfCI2nIl_{?kw-+d858M=EK?}TeCU(15$6HJ}je~
z#Hp>;gE>4rj>YJ_Q>)WUwr{7x#8vCwg31I|g?jXMJ|5n`cPh{SY#znSn3uW!7h0eV
z(6B&NAl-MM4{I1tFRrE2*=?^!BZ=-NXc$wSQw|oC&%x^8;Z@~z-ts|jTK3=h@z2+<
zJ*$o|#d1s!31m4o9eC#QK{ss8GsEz+s4gDCz0Ncmem<|F?#ElIS*DnAX%kNwzUbx~
z5~|fwzRL8iFZNj4;=aA`m70hi0?XTeT!N;RYV#Dg2qY-sKY3ZgX7b|Mb%#v6lp-K^
z*>}MEv)7K|@2|x7J5kcWlB5P0Lpc#b5OzAo{-u{ohOgSAc7NNhwJ^`e5)iEbXHzZI
z!@IQkwdWnWnUvbR%-u8S<r8SQMa+O+PSL>Lz(?FDbyP^IIs6~Bw6dYrUYS9q;=war
zexdHOHSe!2j3_&!+ROB-Cs)*9WrUl_sBg@ut*lAd^<D#oGN)J*rka-&))dz0`^QwE
zD;|OK<flA-nd`r%b=@u^2HiRA^7r2RKF>2R{tj8HLob02;lb-0e&Mp8pi=zhBou0j
zhtU*xct!0qF09<VSIoO)^(n(1JE<?J?n}DZw_q^v@Gf|L;DgU!K_^Xi?|d4zDPsPs
znxqGc#lz0^^Z@xBrZs9=sP^yM>lvh8>T$Zj41WU|8TAMbE>q2Pkid_5{@c0;_?>(_
zysX!n9lY`?iUBc4gw2XW-Mxkfi!PWnZsnmjw6M<%t(uL)-7_bMxbn7B3K|wDbk*Mu
z4UidH=+!M4oNRwEv8kuqJCi^~I|>@ce45%sUZTK(sOH6Cv&>IH>by<1?px8Pvg1{C
z`;`UGiA-g-wC(EL{rR8fb|i;r(`D=5N>1uc{64QmZ|$3)VSeEO@m~Oa81w4vwik`v
zco6NspLgE{W6E(!U*HI|n1Y5e)%}z~yqneiA7@_nM=G0?@Wi?i^S^9LawQd0V+ZQz
zH`g7Z0eZ&o0iFYVy9Uzhd0I)`cl^*}x}ShVb}ck!12l};GlXe-1@AOz_ru2)vjG~$
zEG5jqyEHN}n;hh2<BeU+R1R0|b#3|j`~lBgN!zEx7VR_V_}XeKY&clzq2WT7gYjTM
zTaWIHM-Z|1VJJ|Qgbin)S~nOMW&`w${|NBKR9?>>x{w1do_AdT$%qpFN-Le6?wg;O
zhB22yFwKv_`Hu7}CylR@w*wqKMbI$t%K&asK-M`Su8B7;81}_DkOhrF*7Mb#B*4gA
zq|aV^@31s$S8_8w^hw3DyWy~)*o+V~z=R7o*`6L0Yg37=_~g8cm(p#1MdaN>tc_iT
zbM`dzg0U9g`)80<rKIwHp}I<s<^&CVWC~Ru`MKKYStaIEo$vnf-}fFm8hJa#q)N~*
z=CjZ{A)FC+54if5*SF<)^V<x$c-qG4F5w6oU~WO>RHqe~dR0Qp;i7Nm%=z!J2*MHq
z7c_*qb+_~>!|d|1$?-V0Gvjg036v~Ed3tdY@_jnW6EvuUilJT%xxAt#PoV{madQ6U
z+=L4A7${9n{+LliW)~+^R9!?Pb>&0Za2*XPXqe$2G66oEas$jRpp$)cvOWSXYU%(N
zGz`81oVU)eEZ4V|*Iz&*k^?BwypICf4I?*Sp<g_;ZX9lwtVVhOM<p6tMlM;oRO^X;
zWrdetS#0tTL<(qhh=Hm^Gj!^9!z<MOBppye@1|U4|7a!D&SUG*mH9M}9avUYIZLI1
zh*Uy1V`HVX6w~C6qbn%@gWRs#WBdP7P$6|LoFuLpT3K6xTo#c^2t{}3tDs?heGQe!
zCG3LQD%>>pPYVe*ZKm1`uc)m~@a+QWHTZkYuo5NY2D+q1MK^xLz6rZue~<nRy4s?k
zuA-)Jwi~&z3e=t~XR1TMd030mi}`z<Z3ksc;XJKIkjOs^z8=zP9n@i9F~y)%rx&0_
z8}^pTVOP+wf~w7pmd7BFL3s%NS@gb2c_vV*8<>e<w0E4I4_I`aztp|l18#@6tMk@h
zL_XYSOTYZ)#5<6oLk#eOh9t7Jn`?kCsVtvN|N9BA{vqBhc-imkC{fU$4SpcyQQmPm
z#Oqk`SMq|Oaiq2v-Ad3H%;b^5K&gipn%{Y1GRv7}%!{J{^OI*@xB%rH&VbR0m`gpc
zrmYS0;s7;2F%5&h$$hB=KHgD<(J+6r4`CfSQY3<g!RM1LmZ9!qx<1$cp17cyuu?8O
zc(%_kj5$yFa&V9Q@QTvPh$OUCX~dZX=tS~z05=;_Cf6YBJT@;537elHNe2`z+)Sw!
zgK>c&ZMa7-{nesq#1U|X{63I(9P3xYNKv5JaLV!K*Xm_O*!QY!(L=_&|L0T6s#1`r
zJk^rtG%za>sr$+6TRiwvCS^MbUL4XfKQRqA=OCC{y030_G`BBrgqarysQD=ffLW$o
zFN$R>d{fORqpawG;+wyO`zUa82ImhPKaf&oiNLwP2mS)UcO91~EE!W#R#$*&Fl~S9
zOMskx^Y1B7HWm$bkKMH&)QAa&5`Sm49x)Sbbk&H$=&lk9P;j(?pkakM2H;JHkZ5Y^
zBCy&Mmok@Fq+Hfp&@k-DfNf6GMi~#OyU*>W`~3L><w_W50=NyW{OHCgZChjs4vQ!T
z9znybzkw361H&bZq8{$=4j&m6*n)<!n=7A>Y08MawOB~r=Ec#B<|n2x!1XNLkC^+(
zGqdOap65+1`J!g-O_N>o2th-bTYJ_wk0>W!0j2S!xMIvDkY)(2TtXWNX*XmF1MaAf
zph0yGCa;VSKX|I;kn*aUIw!i`+Pc@?SmHnzG>rZjOmH@({;Trgc2bIe3%nF~1Q*eN
zX^u`~13ef|8=ztA9>D2Ik4WQcZKK`vhfa8C(tt_G(;y~vf(DpB(NL;S_tU+Ru#nLK
zPitD_exiD`F+{_-$ZD0!qP{e!mPXUGxFECd&jA1q5epiIR<Tj&rrNTM(-9icnO37`
z&Ppi#u(jI?h5+GF1u8l!B6HnY8Zk@*J_)Zg`Ds`-I@@BT06hy_Zf1(hT^3T%7zrgu
zqkt@93Pu)0pf&G}u#t-QN<g=RXd*T;t&B!b@09r6dTwH*yxY6n-}2(`od-4q4T+?F
zgM;p`We<b%EOo3@mi=2qXkw6aXsn<?dklif0krJ6+z?vTH@P~lpaJI3)CM{)f-nYp
z54{<kKAUj*Rp;$B-({5r4KRNJrV26aMD~&Do)4b!;Ou1HfR;b5esM;z+E-Ha2p&&m
zRTcV_hMQK%(a=oJZe~8?VpPoe5bYti#hCjCy;-+j-u$i=x)`;6g>4=`3-sZ2hq>I!
zTi<`-UA=Dqjy6=c9*{n^&~+4{fZk+vCD@!C{EOtTXnD2g+{#u1f2X4CuGWv!-Z}TF
z?>FRm?dlGGc+w@sYWH4Apa5bMt)NpEt*6BQ_r=#%mzKI(LC`=vTkCIGy~d=V&#@Pl
zcdELavgS)OFK7sJYyUqdlagB6BcVY60zs0YRP+4cFOiO*C(bMLIF#Md5d;mYb`&~-
zTU<Bx+Ir%pZRnVrjnx+;n4kgXHi)Yn%;q3>2L<BHN$QoRZ96d;!>;Jgq~rd44Ap`5
ziY6DIae3}KaI*T-ZdrBpx>udYbOp^{XdY78gzs1S%2KHs4=)%q;Gll}$tUH^VR5O6
zyS~&lb_lN?syC+oCgN%50~hw{ec=jRATF9n(4czz{yFW_4Ts7hk}%a|LJd;-tAPLy
zPRGG74z<&Dy5H3MeznLv8g)|PDA_}kvlAs_N=vH~(FLq%Y6rHUfxHxUF&d-gNQ#;+
z8&7s)P9@!r5$0Tc`Ipd@1cZIjDGtBR^K?ua&V`EB5H#Re>3x?B63H&w%G-XTM=wf8
zxADNex2+iq`!Y(K+y-bE6Me}a4f^oms^wFjoVeGN?3kCE)AhvOuLASPbWB0RnC^~d
z0^LFpZ=&vk2AIR33F^qn@N_=47%B2>W7l6UT^d7xz|eF)1r1}m`Q)jHd2zIn`HADd
zf%$v=V}Q9@E64~<=k{g03mRbJ7D2xoHF>JJiaRW+ME9~cg=!^@IJXd`NP}PlGz_e^
z>{`W><=DiDm&-H3dKN=I3bQkd9d^ajD>SqdPeGJ*WPBGNae2=ptWX7NX8LnbGdws_
zj$gPCdw*1hIvkO9LPB2?^KG8t=~F-|_zWMLh3a9mlbAFm%#PCiv#A3_`n|S><e@fk
zpmY5|q^eKj5d@KhXc$v%AZEo!7S5^5PgEEGLyH?Fax0C@kTf{<AouI)ZofXWJ*if}
zt_@-oG|VoV(VwWhm8~9|KD}IiQiUoj9<0d1Gde+U@Hdu`v{Kol=-^a|<H$KrlFf_5
z#G0S@w1mO-M{#p!hE4*Ra~^z<kmX@d3ke#=R1@QD)qD<q8@)PGva{-$8B))e*H8MY
za9_HR=%Dz#xB4ERW82TFu%Kank(4dfO39aZN+a4V#P^p(ta8N%9oC^9rrlY@4bU*l
zr-9{cWzE>)tjHiW#3RUqNhuFa6gy)#K*QMgkxCFYvZ6D#y)xMtF=5S;Ut#XDlWy^N
zb#gX+J(CW`*ZO62j*yI70~n_4jZc!Q`@7MD<ZtsH>BSMPK+FqeD$xeI0UE|!g6`8k
zUXYwUDp6B7wy<U@t=_TW9<?i`n+B)6sK3e`Btc^e@z=s>k{wq{G@Qc2qTVDi;dEdN
z8iSo255ab+N3e0Va&xF_BlgD8!;&XASelxKM@kcX|E0R&#Aa%@`s(KE7@L2vyk}8f
z*ZRw=t|CuhbPlU~{~Y5#rZXo}F$4`a-a9C;d%Xo#7FE`$7K|#R!23&Oq9^(%qz_1D
zDCT1p4opE~>Y)Qld+MHPE!4c5M_={gx*oCMSRHQS6Z26)Lzr8;q_2$PbU3x9)~A!~
zYLOS3<k&v0xqHdXDqd1U>NKin$V;CQvKxXPwNdm>!NxU@4^0%J%!q#RLe9K6#AJSo
zq^?Y3B)kmbW1i+Tq(e-C2F&h2d}?Qu5WT)ceIuRZ`E1F3f82tUJ3{n=2ACPZR81%_
zYfii9yRW;Go295_;m{|WpX<UDG-%F!(wj5tdMZl~hs=ka7sWfqSy3fHgDRy^CHNUr
z&5G;dv*>W7qe;V2i%WuUtQf*mG2Of&dX&)=Wpu(y@5Ics*{;c47_3a3$+ra!WBvf(
zV18gjvPV3B=ltFobO?2~?JvG=@EU4f;u$<7k>WR%SzDVdIe<phWsoEu!4Xb6S<wEI
zd+z@Bb~=WUNt8qa!Keqv{(Cyu_Z#ITP@p@(WF%-J8xfq|hFoQ~Dp#pH))oEHFl$X}
zeVi4t=0MP!N~*KBsU}ksvkBjxO{yKYr29qBQ8<oy;h=pS&hxkEnC}MY86W)ke!9uy
z)L43w^(L8ak?BX!7))OsjL4WUVR(K-DBMxai^D*epZGcj1FBljpP?DGZO1oi?$)X4
znf`CRsN)Gn+34sI_q9B~1~B2XUR6_jHoy0mCUha@(!`rZlY1#wtx{a8=wZ8LT#jCG
z%{kY#9zj>0N*f|*P?e)drIPl9VWy9}ztzK2E2uV<8)3iQT5lMcDj`gf^hihIP{wwX
z+eFru_jh!Me<;uYL2HB6W_=wI1$5l;{Q1w_v#2;mJw!2fHR-W`It?Kt9F+qQ53k8H
zZ?C-Q96HIO6VSC~@=4%bb-=JL^ObI9(nsj(X!H!InjqK5Ea;f-f;S$0XwBu#mFN{W
zW6)Ky<7z^!vS`o&t4Gn1@$lB%<L{cWj&9E}FOE~iY&*=06qlGV_^(l&ss7e~B_?W8
zqQdYQiS7-F_JeuI@I3-nk04hCMRb`{>xTRSkiV$gOKBb+!QwMCk@9D11-5O(ieX;-
zS(>DQYM4UHsZCOud@`Pmo)!)HU(Cy%L86;tG)$&$l8od*Xc9a;lNXO)sDz8q=%w_l
z{}Zf#SW$%Nxr3;Qdu!eD$xxDrBv#$(;T`u`^O{q8wT$tLqqm4wk*7yB51}c)zfd=p
zl|Gvf^J3)I1+`KK|1x~|bJc?{vga3nm2OYvy}-lMDQ@ZdHS=P0&K4?lZgqMu)+8av
zHSwj62DTtxQaSN>am{R;F{Y3)I`4S^wS#&DyXRZYIeI!Udx};STe=V&L93(#NPv)P
zL9wU$<R&#I&ONAy$9pa2g_~2wHFi+_m~%kTwWt+zs1&pJNmRUgc(1N1YIevUzvg*$
zopQG;ZQkD=%2wGug9J4QpZ4+a^gVMw(>dl}cD}LCbLxohQLwO^K=Mg?KhlF)$X{t%
zax=)!p>7b-Ph-El3m$#x)hnmvSj)5!l~%nvQ#lT__n@zL)X+Uoq$|I=%sQ&s7k}VZ
zWnsXX1#|z0R7oCJ%^@6Pw4UXjseK8Qh4$K<3of4cc}KR$Dlyc4^;SfC>$m0kpK8%u
z2}C@+qWvcH+iM98fHyzCeA~{s17rTrn#9f_I<%PFGWIp)hS8H_eR;K#_MH&NE1(aL
zk(~ERrv<@w!#U}SCTLh^;HU7{D$L|SdRGtc`w^`+Zhtr>n7Sk9<BHZxv1|%NZ1ddc
zBu6wbocZ`cXSUvUK+K5PlCa*Sb~*2)ik96VzoC!?Qu6r^>Y7{fE<N&pIjsXFXVqsV
zd$G8$L{Dp`&yFLhNi((jqKBs^`}9fwxo^)*b?(of+=x$dt80sJ-aKwUwRYNMnhKKf
zY>!VDfH@W0)GR?KPzD`2mP)e>-dFq3;o~l#*6X$V#3AkG_lfzZYe}nnU-0n8Z#(_i
z8;&KC<Gy?H^D7SD%PMm_`q^Jd4{AMoQccWAS<==_@KnRR_~)iKu(V?VXaB>grS!@g
z*vycDE$X~}*spWwu9M`b!*{88wH@g|kRr(%VL`)s)fctZsnbFN<n)@0`w!TB(_U>Y
zrWLZFVNBcW!uqd;@=Tt$@6>0H>^BE|isS`?hB2X9{`n9m`D<CNIP2pddz|vq1)cY|
z`fpoBi=2X_M|{|I`o#TS#gTC(&MB~RC(wg*$98MpO|k(I{sbyKskT3})Fun^JVC#a
zFF~iN;$(37&kQ)FT~@c4N!q;_nu>?LsY>6myt~yn^a1}uT{o-utZ_zF9U8|0xW+b{
zVr})!FW!qEzW>Ff{yW%W??<sZXM*BTv&q}*I`a~4v%VOtWi&*?&17Yo>90rC@!%vj
z-nfr1tt{L7V8XmaV>Up;n0BnAj0<QpHP+Q#{oA{JM$;_(-#Z-g-cyxW9^~n^%t5Q*
z;pvDI8V}z+?dFH(EgTNhp(bFhz*;Z?vo=9%3VHvJ9Ng{r=h{uSqO#*>W+<zaKF$BV
z*(!&qg2^(HPAS6R#D9o}t7Qk-a4*p<`f{Fk`ZEh-mz_;RzMPH-8pa%uLFN8OYm!v~
zz2iiAC{KR!<nO=xkYa-5tWMA{=83>mvI_I5r$pc6c^h)x82;R6ciO4R7SP}Ao;8N(
z8Q;=}@%08QZKNOaQEJi34TNt-Hd`-2!<gH^!|U{jjKB}fy7!0^&Y`fbi*o+;-)p-)
zL72h<2^z-i4YfKj9rK2~ijt>dG|B1v{>gW}c{?nSi0>3MjA@hQgg5;4m4qa#i(-$i
zockr(D_FhQy7Mw|boaII<gYD`Ni{LP3QkbT#de_9NoB^#M~w|^yAFH&j&pWQy-$PU
z`cBB!fE*2TbU$r?hEeU>E{xghfUo`k_9XvPt5utF2JMUFy+J><egE1XJIpy_$1QoD
zzVM+}%nY1%*YuCu%U>IR0ww4C^rb!<nmsn!_RT|3nWjM|v&_&s{i}nTJTQDQ9qcYW
zqS>uu9-;1OEI;b+FVr=&MX<FniTeE$HOaHE7I*}^(BwGQW68J5?{yUYlC&$;%+Lmv
z8FGR-;@jjm3f3)lycaYqQ0smOS4;23(Re?;dF;gpEA`zkiU&x-ze4kDm%@Uc@qeV*
zU8*%D-kFAUj>(ycBULuIa5vNgGI=A+i$lH5PfWuFScga$llKOW{q@6c{Xc_x2O443
zThK5jR_FdnsAM?93a<e4ZZh)Q2blS2JUsZ2o2PHX`GIb=)iYaLtWLu61ZB-r(U2e6
z_C-!q?THBQZ|kW)Ej;wP8Tkl;`JCO~7BpOy571r*Wu#dt;{yqF3^4@4q6iwsyodNq
zWgm@{K_#*|MS4;PwxD6`O~7tK2X!J=Rm+U7D=;q(O!E`dFy<~amrLzP+gf}8+nq2#
zPh%Q!o<Q}CJy1%Q2^D-qdZ6dgX-kS?9iy^ZAXimbMR{IjUL18YKSfSssnYgEX&ubL
zCe;dDUZfZi`rs%=(6HzpLou{>UrqjpnhNBr3)@|D(Svto*5wxt|02U>%LNT%KLhNR
zgOHqlV2MMK^i(O7mDa(zpfTw6Y#J>abLj`ajifw^|Gsxk^LOt5oH$-UJ%nbSwu1^9
zV7`lqEaLGfSys}cJAo2$xxK6>EOf|14~x&KJwJSzJQs`HnR@PMOA_=bNhJi`9mNHy
zY^GqMhljWI>W7ctchvT@%zn1rz^l)s<qeHCLt%U{74;v`rbfNv5$v3NXu8d}Se7XA
zMPO%zCbz2rwoGO((r-p=L}X*!lB|%#@JKL#v4&C_jvGFBg!=<s*SitBHJU%j7+i47
zL^r)I>2}bMW%?cR2S=ziC~bb3jzZMqm^veW@WAmAdKdfSnZ8;6;PFGojVg$IqBZPN
zV}2Dw$M7c^`C|scFJRl$Rm8EDe(0EiLnHKDg^++IF@5Hk{Ba}qi+rFNA|Iq4k6wU;
zCi4eP#*8~MLhiz!5+a{CGD7ZR{{$w_7&~rElzo?YiX!yL9c{&<2XZ<tV-7eI_a#if
z!_k8x)Gp>rnYsxj^>mYm)L|-<XApU`ZC#a}#`H}J^2bErnLN}~WlX+9!7w*<h?xqe
z&L|i$Cd!Pfu2muWF$Du7_%6x&Oy8uSV046>nGdm3!{iy`hmRT(p?AU0wDiY}p`FHX
z!@B5aGkud|3!>y)TQle`Y2r^Jo2BlRNwqI8oSvX8Z^%PWiHRt?c11A`dRWuOXG)&A
ztX2O9@BB^8qBxhb{}F6kW+;_%_T6v4GwYbWV_v5hcD=rI7^QI|#Z&Z19bvMj4^|w&
zbnbWb%Z1I4>O*%`%-eiW<<<FE)+=)4g7A+f`$_B^jQZhWlZ+kTapRD$PX58NW8pKC
z7Jk#7FAeN-E+q}SwCA4Jy*6qXjYEM`)tY17Vs!k=%*4!eb1{m=BS?%$Nk#7*G-cWc
z2e)7@i!*Gc_C=-e@Lqi6?gj0?>>Ts%z3JVPF1T>0THvJBD$_p~-{KJ*yQkHSo*>|g
z#`?YMX8tADySgF|*_%5|MQq5jb_BgfyAY?J{lm81C}(1KJuKT6?{&m&pS^S#c{$8=
zNIY1oxXC+d;ux9u$lyOY#}zb;c@s5rDr>^H;S_^M(Rb0Q8xNG`#W6E6KXI;ahPG{!
zshUN%O`pf^$?33#vZW6=bNcc#A3eb;=vK6c*0_e~8Q;=}@%2_hx0v_Bkppj;{w{LG
z3daPWi_;g0Z_bl$Ieq=|XL;Vo1HPH|;QrlX{sF`u^@V&WB_8(v2A#IIMT~ly@^0pl
z4yKyp6eygV5$j=Q96_S|7Q7d-46u0ca><)_N1qAD#;N25gcm_!cjlt+y4}|KQQBq`
z=_<7rwWmbd=YPESMR$*n`GfQvXC#3sU%aQ?RBKKC&JHmjH#1T}){AG-`FjU#7*To3
zK8M(jq^<)FVpDDh?|686e~EP0yv#M3+#8_b2F<0e5M0EZoI<Rqhd1K2(w|~GQ#e~m
zw?i^6$e>)?#zZ{|`Ynp*kiwX7anHQ?7b+_jBDvt6c2iC(*o}NMJ>NSt_mZBrS{5>_
zQ%ifUn>h6CfiZ7UaoxnjPZ&))^+Xm#6~YuWT&)enp?@&6C%i1;HZ-YP9DPgBFlI4T
zi4N>0N|P0d5>93mDS!tm^WrGL{1hBwy40HU?pUAZ4lb*#t`A?>6bHVbF%?h=Z%lyI
zv(O(rg5iad43GPv&o#Mg_EW~;DEcLdeO~_zCG=1iG~1Zo!ngZB_Q`^MV*YGR(gToq
zct*Tlzx*q{+<1WAX~kHOM5uv(GUziyfd<$1d*rKY_NGvokM}<4r|Wk?)Q`T5K;1N;
z9^Qss7QUD>lX5`5)#U0+2dwWA^FP*W4C{%~V?oL+N!I7dr1L!PnQ0aaN2PjHJJOl{
zY>dNrc;jCEZQu)M9~$#M7=P1~Zw;y<&d$`eT?raIJbhVtU()OeU7!Boh$1skhU6XI
zpxL(M+qI*L$nl?leO8Z`p57BC>;i~;E@TtziTB4M3J-7FjqN)<`3Bk61qEx~YjN~(
z+;5av^rm>GzcaYO!_)VuQ6R<8`@0m(O6)-#pQSmrPW=rdPq}K^TH4Lj$4_au=Q&Mc
z2TkK+@@l4a$$tEYX13V<(Y4g(dbn%pT~5lUzF<|8BUhY)Jn?61Osf`xhJ~-L<!;S=
zY81y3*pIbZzhIXp^{Re|h6}iim`-KWY>!+Gamud@Uqd1B=idsM72owl&YSm7riejr
z@%ayY;}P?LKx{YRs|9pk@=bZh%35W)alhQ#cb!8p?|-oAs2$(%SP@XV|AH2Wb*yn_
zD$`vIw|Ys_lXN0tTy$1=a@C(W@{g}tb~=Z+6#fN415D*#I0rnCfdQtS2MS{`*MEly
zX+Ua#hB0xiU@BW5nWkqAg8lR9Z+fiO=kLfXK5G5dWmEb!QG<x`Slq5!Lr3h#3w;lJ
zkqvyu<*6-9idHTwoJqrcL^x*U!K-zLdI%Z=yzwkBeGMue)@ePU(!|lcU=&osTt%ZG
zU4S`}?gp!zRc-hQFImhd{H-a=UxcnI$`Vt$x&ABZ{YTI+=G}xzaXeL&xZ1C*#KBf8
zPPU3>yNPR|ZiQT}OKE_fOKD5B_8028uvL$FXa4p}o6eNY#M~5Z@RQqvtEPoG`jU)j
zl=y^;fMESs!BV&(ctK`V%F(!j#$YCuacLPJTS;eeOjCu?Il$4pIMB^co_S&POUY`}
zJq|kYVA>gME&5P2ngdzTF!Gf^&W(>&cZ56f*|*v~w)dyc=6yu&d*NyqG>nfd8^n1*
zqKraUoSf78&<vOkWb+f#Fmh}3@Ah;*tWVi|D4#%u=PX3bgdBwk8ZM**3TYi5>nDnn
z)rtRy0(zl<Hq^<>N{S2p5@!io2BDZrM->DOS78WB=o}xHD6aLZY5(f~v8Wj+DkqLp
zUt<e>N>t`LnAM0(d~DDCmvpbShQwSJzzzg93@gD*w!Udhj~ik8FTP`W;XD7s^m6pH
z;+;GjIvSYiBo+YXno7%;pl5t^9@5)V^tc*5JeA;|w1Le;A9L!!xxpZt{0t1L6<WAL
zf}RVs^kIvw{g@O^Y=RmX{~IuvMMs1vk7~`-IIbG&fuRczK8VN%_ly{@TuU`4J6r`5
z7_r1UVs(w_=lT*R)ut%Q|2W+ebDuZUF|cOu#_J@m+M}C5$ir5H3-&Ch0)+(vR{c+P
zsdk9bEw<Wtt3D+=cR7Zk@GM2pFeZi}|MhfC_6p3q<bm=%`**^GRbyH{x#6~)x^Bi7
zJ=(<NJ!M=KefPt5YM!hFxDlgYHeG>RSVWhH)ly!Z@We~(Qc~;<SPWN5&~TN`S1mf0
zj%=YrN5)DWNKHpc%!|V!nV*=3f!k#e(=8P+bVZ;GTjoF)G>oqHxN?CW%$x+iF!v68
zLBsgAzlXb%863S{Ba0?|TF}PML#Ly*O^RpXE;y@g`V0<T*>q^#mrqVRGppWKC$D3-
zyt_Ys><E2+NVWPvKxV3h_mNqco_j_z=B(H4ozD|yLBkaTqyCraDs0vb!JHQ^RH4G!
z?e=1xrvq*>9hEU&@<>pKs?2IsCIkI9qGGxMX!G>&+s9tAW_@ca_a<GJ9&C&R4cEnP
zSB58HdTvX*@B<cna@)lZAYxP82`Fe7b1%qe1U({r>S-p$V3`+(GMS&4#$sZQ-$KnA
zg_;T#cOVNIM(z*f?E1QZ{;rXeMr~xp((#E)I_z`D-4t_kcSYf8k7W!d>58SJpaH+U
z|LWhWwa>P&KB`6DPJJ+{Jz<K;r=Vd>g(LXnkT1POf=ht}pMnOMqoH`p6LecTpJv(P
z=_}$sbWM^44P(0b<fZ%7TdrBs?cr^NDfkpLz~t>_e@Qx@JlJS6@Un|fLBp8;gHJ8A
zpBm)T&;XM+y8YYJ`P7~>N>^g`RUGXuXc*JYC)1lt-yHH3G{EEycK?oaK09W;)oSRM
zw0~tn4IO+68piw|e43o54e@DcfXTc1{+;Q3YV%850_O09gHJ)jm~K9qUQg3-H?Yu8
zK?6*VCh(W0^Qj%<<XzSJ`Myg(1r1}m`P8dvntnFW?t%uG9L3--OXpLoCGCfps~R2h
z6f}(K=95R-_HX@kSn85&mt7Jxz~tZw|E_dCbpl4pcV~tm2cLq5G2MK!&C$su5zi;u
zUC;oNqc;4z)A=;b&FQHed<q)Ibo0q0`3KwW|G^Vuoc2@D0P_U4^Y^&<q#2f8K0V{o
zPt9kDhB5yKpAF<IU_K2EFpHSad(-(`_1xDx^vtB&E6qlqL!N?$G5-gjI%1)vOFx-U
zLj%kb=JUREKG{C#LFWyZJOvG7y7^=qZeo=k`YC9DS;~CgpUx-K|JCtGVY>NbSyhd_
zr|bOHPWvfnz$Zrp`ODM!G(ky$3vrE0o`Qxk-F%J+jsyikfzI(=&;WB9%k#hKd|uUM
z$;vI~?jG}IoxN%4sY`cv&FcgWW4ifdJu$bAJK9~)0Fy(Y{0Gwc)Q(L`e`wZVj(#L)
z7}L!s+i)E}jRY3LehM03R<Jx*r1Q!4wgLSVG>qxyQ+o#1<poD0oOWK&0F#5h{0Gzd
zWceHSlS7_@hB4iIGX2Z%oV5QNH_~<IQl5eam>g{8Ka|d==pzn31r1}m`Q$l<waKF0
z1r0Dc%FTZ`olkAUDVoLPjCAlRXc*JYC%fx9r8dVlT<Fa5E@*(s(RKbK>3p&y%*3WR
z_!KmZ>E@I5Szi+Bw4Z_om>kvTKbp=b&n?Z4hJ#N*!<cS9dF;^M!(UzVB|!tsZ1^eF
zc4Y3@vRW@$;g0$jJ^%;Lf`;+cS^Qwj*2V|vJ$pL0ZC>DlRs5U*N9S9_8M(6>pl5sp
z1f-f%e!IbC6ogN%6C0=0BR9W8@}uAKye_phlh6P1ZWR=w3c=L|{&%{N2I#pE>^rBL
zY9U3uGg_{9|Mhz=6dURa#TH{n9O*#TzNbcPW~50mGbBZQE|$XMP2kyFKPz3*f`)})
zg%%dFUQAGWgsbv9E*knZ3EBT%$F$^QIKd-u>Qi>B-_Q8uv8!HC!6ir04@rAeGVEE`
z+s@>g`=#lQ+54@S99t3`7PhA#!{l00w8MS=vR$SxxTHE}4uD#3sP6jY4Si&XnW@Jn
zE>#Y0B`9~7(r55+{dCS{sn6Db<}&$$27+oy;`B2!NL$(z&~{{Euun<J=rX{Wv{@BV
z9L@Bl=Gf|=&upzqD1$z>9`7gVau+%p;wqrg9ynEix>=;HE?`^&xgQ;M&_&EK`!0Vz
zm!2v@rP`(I7)ugklf~21?~7yCt9fx49rIHVg!Z%wLQ~j3pcw+AW7Uuit9gOZL3R>f
zMVu=7@RpY$3o>o#eI<pz8=cHCxi(Z1T0FcTP8(DG-R|9EUY{OghIKn-U(%Z3di4fq
zjMk`J67sk#9|tfmhUa7t)KML;4R;1Z7Azo_TbYc4&SWaBjA){n(KX}>6EueFdR(=9
z694Cq&i!$Ax5HiiN6--F|4KdQmy}Za(a8yPr)s1YJSo)BR>&qdiudKD{%se0s*eGs
zHC%?@06nU=jmB>O4cM?Fv85LF^J}XgN-5`1PC>(%xZBpBLSb=)X?f5yT?#ZZFLV9h
zFnb8|X?|iF##CuIvhtJIQZ1gEmJC(<L~k{xu5NWL+5`<lyDg;d`?Pta9g{z}CLMwX
zm~$Y}uR_hH@bL&jFv6P#M6Xf>r~vk$e>OnR_*KB)H6yLr9C2d8*)M1q6Nh<Itp?TA
zB&vsxnMj9p>Cj?CE3~;-70RzC_YwpR!)HS-fyuH17hkQx7pp7@L}*Q1xcjqj-Gpu#
za&;eIyJ9sQ(Z(L#1r&EgnQJW|cb;A+e4wm{YB6<Ra&~=}2nkE<=n#U2tA02nOXH=l
zZWDB0Q`G2*mg0Um^)|{7O4*C)CM(xb1=_RwY1^DN7q_{dOx1SO7S!*oqOq66&@k(^
z6~gwxEEv4$*LMHz_@jU+_5lSAWA2C<ZL106M%E{7z1VETF<d2!BO&cvx-5vUvUJP(
z@8N$!8-xDoR0rxDw?nD%;Ngg0=K9-fF*iWNB7ye$JAgjCC%*mSeT(vsq*M|k&zkbZ
zPf3XRM{P1~)7{$pyHjpxNz+qv0@uHX_={|nn|M6$g&VeZe6-|xH93T+k_W<4zo$-0
zg|xxk8{$nkZ}hkAicoA&6<e&J;i@Pav1iD^%%{e?4{yC}F=2|eyPyGPE-c+FvKy&p
zF6}laqr5A|KCwO%+D+eZm+&*wHC@n~GLn5Di__CbLSCoqeV-rIfnM;GJRJ1GWD9!6
zxAftj#9<GQoPr3=Lr5;7cM2NDM6yQzO3m}LP(?g~vjTJoS=*GyY3P~{nsATTL)RiR
zwOxcWq^eq{5@ad|>C{VW%gSI;BHxMWm-+5IeAi+s;+Oo&*>#bRbYY=!Z%I&?3g=%z
z(sYoArrliM38DI0UDR9KpX7Nr-k81k<<&_1(;~gy1r1{sf$<EwYYO+Tu7(it;BL$>
zh>KGaIuRdasf6<hI-VE}OA*ryKPR0PEsaq14Dgl=0?sa}r0h?0OKEjYG;mC`nE4Es
zfTfzzXUg=;Mh=z4l`e%KTY|H&G79D$f)q52Sp&@NV0^-uyg4>%-1j@5y6zxqoGa3m
zQP40ZWbNl_KJBDIZxB)XBD?7!q|7$nbOOI^dPDFs+=Sn7vFHSTR=RlfC`oxc4E<b*
zDQFlI9mLO0$JCPs@`C8*#Vx3<)A<xMjCmnprm_l4O5#)Lf?G9Rvr^J6MVC!#3E<xC
zpj$LR!_b!idM7~FR``jMBn9x&I^ULKyB}+WZkA=PDhL`b2U#6cS+E;ig?w~EJopAF
zeqrgPS0Oa{myMzY5L(V~=_)DkZ0dIroi(uto(WfX%=QEgV=h5MtAQch4|rfOFKkZ^
zCi`bDMMD>+W(;>?Lm%WVU8AO~$`C2fX0~d5zL4G?NFM*qs!z@t*o(3&_ZxqI?;8%J
zj<=K6tOjVf5}%`4vg349R$07wYGD#{N-J}tQC_QOX7^4krO|xPz&L_2imVGvQ3GFa
zNp=hfi%W0mkw@*><Eww0aSxRcm^(EW@SCUi5kb%R;K<)Oz2EUVV#I|bo_Gv3kcL{&
zFy?KLPOCAhvGP^dNQ=zpZ3y$?&>-^@Z#6PJG{Wzg&hm@TPs`Z53FVo4Wv4eb^n2(?
zVtJQzF$fyQ#IaFrDkxN1JL}e?pWzYsf5Iy}Gq^y<{7$-<2I#q%1d3@IkC)X@+;cd2
zI>&RH)Q3<R8<X5i#3aXy=)gd6%|3J-3|Ce8NpGqOP~IC{;}IM)rjT+2$z1#!Tx1U_
ztWFH$o?#7^SOPm5N6;{~5A2pxYig>HrBPnM!6SfK4>~kU&@g%h(Ay3hKYpybEHJo*
zK25u{H4UZIbyPsma1p1Vh@DUbosuoAEvr!_xdbJq9FB4X4VN<?<+MXN<AU+SRfg^b
zkC_$uV>EgQpM{{|GSm$R!qyt!fH&{TOZQm*2quJq>9a~8Xc$v1Pjg7}v+G<83(asa
zENB?~2&{c`A(XMSn=`A@FB#=Uy)4=X_LT9HJ>?RJpke%Zz~3zme`2y`YS7k{FRH9O
zGT4a*bks-CaCzsTyj>jSjrEh2{=nL_xOWciF)xn7%uhiG+e$m&Ex{_ei*_v9mel=>
zwnt`d9eDgrV===N8YF1A0v&1aPqjw{$Xq0g!Lh5=c>-fz9EF&lf;f*`E#uu$$c{>-
z8Z1RjR2-!U8m<bGyrnt~ETY`wg~c`bNsrbL_0`8rVMB9SAv8h5B|Wd|1EDosikT4x
zO^K<YC`Hh4DJhiFK}oIQVzfvau}P_>Q5&cjGhee47G6J?7l#euiMe?(vmlRjRQd+$
zZ#k^|{5I(WzV77|Kcem52P8eQ%n>v!y*<FgE!1Noy<PJV@ePP|k)UDB1Du#VkumEy
z$GS++Fea9-e!KL#FB$mJ)VKact}lOcpRT{(5t?C^5j`y!X#A}<)65>265!#9&$yV+
zNW`gjrgK1bUEN$%-J!68hRc`?*0SrvHi{IS{JPiG83YYuTa^k=lX;4&Ei_$uBS$(x
z!<Z1I-!EPCIzp1JJGr693mu=n(@wpUSQPl3^<>b>T+lOq0`ka#JPKUG*1hI_vqgNr
zOCW-V!I5W0PcH^nR!&bQ+*2jtuW~e~py4vkKpCwjR7|g^oK@kff)@Mj;pMw9aDs;6
zABX&#z#9^7Q*Cx1F>Z!OTw)P4jQI;#&Kl}gZ!sx!NJG#t^#0`Aq0A?RwEtEQzL=Ld
z@C6OyPX&H<K6&E)c~M^j>=v}=5UjAn0@rSKx>DG@IJh=HF%5G)iMGm9t%g#5vN|`s
zZvT|gk(8@F1r5VbB=3AGtF)#H_k^YI$Z^*;FAmPlPl2=SSvxEFFCqi}ojyXGe8#Ci
zXYG;|^By>Rctw-Glxy0o1#!=Sa(q_N+&HOn(_1SbKI0lp!DsErUmAQy%O)>LbCkM>
z)@!w(gCJdhc(c#mD{^TTcX+y`5j0!|So8DJEg8E`?w-7A{4Pbb4lq@*>jtN*#n2mk
zy*bj8MwkfCI#pSRn78H2@0R9%aSib-HZ=qdVQ%e~egR#gyf9fdIj&A5>N^EjV@wkz
z3UlZvQP7|kC&AR<jvA9w)LtQ@kJnHvkiJQ1C#uCrq9!L)12l}O_&gc(;V#8@eXQzr
z*XcK9=DFtNf`&1bR*Aan9b)Q7qqkg8P}5_gOWJ}4m~BvPl?g~phs>=xe2)$}7>PRK
zfD<%~S%t-q8t+FXs;lW@ornyC-FI|OLBrUHz@bdDw4ZI9uF+foXFhb?OQ%=S0R`QB
zI&X`rX&3b+d3mZ6fln2gTWn7iUvioF(jSuEi}(t~=@0JTF6VRFqM}}el9B^xK9I^R
zqV62MSWkSxB|HT+6zg?PMXxWSqk}u9gnfxVl})yTT`l37i0@1}Nn8*}i4>Ida5A<w
zDm+dFf9|YzKD=&e1*y_dR67hVXc!#T_K!>#lisEKF3%hC^G*Ycd(9xsVd<EHhB0x2
zATdlsYw`4WF_Mc#bcx4%8~!U87Bmcg4Zz8n3)pyZWkobV;K2nq?0NZrX_@h#y$+na
zc*kR{^q<0a84zMbGU5X+=mtpUHPWI8^Ll<onG!h0!|YL8r4%%bxeS=UrEe?gp@5h+
z%tYOZ`yN)RvdvdkbS<bXo}Q=~K4u?P{jP;IUHi@MhyV5)xZl4H7|{Qqe);{Pi4O!e
z^8$hRqtjbnPui*F6Vo2p;jTkZqm~c$;BEZ`4PzEkPoiuQ)rF-ArLPgunJc8d8NJ`E
zJT-nYL61sTDnY~0Dmz3=J-^Jyc!Ec;9TeIP;Voyo`qg$Rv|~$VR4ta_{q(!1v!I8Z
zP_QSn&<rNBDRp3MB!@=`@d<Nbg(heWtbZh6)yjgBNlG6q-<e`w9H!U&#FwWS@Z??q
zZ>Mffqs~%8&hmI!qQXmaW$9%gIUUTJjg8j!Fj_6+)rpD{YEiY78|gpdOD_2+Dp{IG
zo_p#Kzfmy=$^g${a~if>f}Zh_1&uhv-u2YV>KfcD9%&RdA-W5Y@6i}y%UQT2LC+<f
zhmu-VQ$Zz(qFS$vA{wLZFI=P!r-7hh_`4ve_34IY{q}c#`248f^StkO>$~ULW6!Xb
z>{<v)(TCX=^o+j(_`;C!ffen)f0btP!o&+2#(Wkc$$(ZwWUddEQf96jC#>D~zsoPS
zOmCk-ALM8~s;sS{Sf+>?i4VD?FHusnc<@d5Dhb_SlxRY$6730_21ZtnR2G#{zs8c+
z$moUnY8}36L0<)%w;7=b3SLMWEn)spG5`2<Gipv&dxb5Vo<HUR5(F6?rRJLzZzMQf
zN_09SKI39kqLCBQi_vV+YELI>&LopMKHZ)P8pixDSjmkiDvBwtn|pWIu<>Sv(S*5v
zJRM)qF#bcpZyl%W=8_bWl8Be<5R-5LrVaS2F-HM{h6{KK1+=mSP&{okH4S@1j33?s
zFK8HEB_j#J!^}j~o%^)LzyaW6)5Rlb7#{lO7wINljS&qGj}PMN6vx|BlM0cWxrdka
zTC;;!UbQ99wEDAv!6V4iyxyKw<YJ+Kez7jL2k7x&*SU97ze`u_zk(FjU^YO*n7BPE
z)y(v^a07Faq=PQX8@KUA;0hnDpkdr5Fm<(9#Dv3{bbqHFY}^6Ns}-Z5VN8r@{)F`U
zuUq|o^MSun5~J(eFMT%~e3}lcZpNAl`mnhb^o);bzCS!2-{kQ0I#y)W-cW%VwUC3L
zVa(1jg00|uq`QYIXeT-S`V}2HNy$*ni(`^teqtJiw?l8Z>9m$@rL-GIe{lW@d8fNr
z7Bq}$N2xI8u^ql0^ucL#lx$nqUWaX4Kw>u57bA-Q?{qN>dd9CNG3(98f_h}a9uxE8
zkcs&z5|E<o^iriJq}P!iuji7BjQ?v<{r;~I4fA|2c+MGJSrc%ah>o6OqUvB+&@lLN
zfM*S_Q0A7rcMiVi7{34f=^rJF6-w5D>zI7gHI>Dc(HW3ts}a6qh5sn<cM9;w`-K(N
zr3rrsh9wFzkJLlVq8%a<G%O<cs8c&ms7RL6QLJ*B3nxktT1|H;MOUao$c|D34VMDH
zK&sVnVjsoSBxsx3)y@x@#(1cHB?{3n{Hsb>!^_D7NiI~Y`vv40_$RCJ8p>%ixUiz4
zvZjFME8~LMf4DnqA%s-DUO|OuxF&C+gx0o%VJ7a+4mm=~^%f9X-*EvcRe)JlQNKe|
zL|wIiuYmVZ0A2c20^!$IkEA^95q150^7#bl*#I41Svj)O*%cab=2UgLjlgb;(}Fb#
zI*C-Qhm|ygqzBQ+>RRjw2^u4P?WOBUlZ%K*Om=VY^6KhCha7u3jVi*=ENFn)4y$$C
zogf#LJOwo`bN&4Ek;MEIY(PJzwhk1gI)5at>(o1e8}huW500C0LT`%1Fg$c3Cq$~b
z@=22CKQb#2A2H+j$gfME6=+jM(cb5d*xI$~1%!JD#sv*ys^~Fsa7xoRVkc4w<2lUa
za&%7|3%6@Dpr_Fat-x`ZjzZaRD$9Xw=I9(N<LK*xhK2D9JjHDk_Wu+2tD$>BpLOgN
zHDTN8n=aT`f?1N#XF&t5cZ5FU^s&@uE#*ySfY_u~wu&ByM>KtSGAig9UtN?e*8Y63
z&1?r?7N+orVH-`+hw%kH<74kB)f`^cGHv?`;8n!K``Yu)T(*@wi6*f>I*=-4A*Onp
z;PA*$r1j8qAvnvP%BZTXjxO$aKKt_eNnaK2OZW8!wb;0nS}K)Mnjmu)u7>!)l&}$p
zY_RmNo{DO~zi!=!e4KXQnt2Z&c@bsvGs3dM4VS_OQ7^o2#Wi)R+UiLDymY&yJ#K4l
zk~71U54V%KR^75Ad!WI8OKl75B*GpYoC{|d6<={FwlOk8jlmJ&Pdz>7cRI5`T78!0
z+%~YFVa(kzxa1D1Ev0E(qNJd<2(zrnD4_WXO>Z21UC=PT?FHe<NdMYxkBq*M6mDUQ
z&KC^&ic;y2WYR2rxS<3+<DW)V_2;9$VSLTcDsz=BE}A|!y)^|5V-CjNcMycG#*T=R
zX<ec74Y%zwAm`j4`x5r4>Db0M>m_!aw_xU1d&m5f(@BhXitkF~;%&zcSBbN%m|LhE
zRT4CeiC{DG=~X0Vk!wfp8FFB-5en;&o!<!>2LBMFYz`%mu5yC2FpPg?u9SwLVQ_R6
z|7_jBwrica_NDvpyO!>y8FW_XLl<5_jj(6Xb<ueKd0N^H&>Q^Zn;7U?1=md&M_*X*
z+F?%@r|XlY$ORqrFDn~CW8nQYDtKWi**C{9%Kj|#;^<oDCq58npp)%sRHCknA-W!X
z5##8<7c>T6yHv#>%A2eu)1TY*i!Io75`(CqA<V72xq}bXWu_|U0PdGb<pf*WDmXmS
zr`cGW7e{5xPrTWL%3Ms!pbpEX+63ULDP##+`9sSeM+t(4OTZK_)jBkxkp+n5uA=}!
z!v#Ey0$L8LtgR?1^y~g<bOdRnI*y{a{3O{txIJbj=-z?KihsJGC8$Qu;Hj9g>N5b5
zW)}7TOENkWI@B^~W{N#0|62rIXuAVl&~OW2`H|Xrbfsy7;T0?|M_EEu9Aya_E(@s~
zQajUP)vqzd(W-bTTK^v}3)jS_c2;+b{lAx`GHP@mn)It{bYH=ud3ZJH8(jrbOZS0P
zR{Z1jQ;CDRjG`<aWrf9*afehJ2@7=jj?(^~4tf}CyHaV@<Py_m45}=tD@ahkDx~B^
z|9F8ai&i&QMfer{WMM_kG0DoZ`ULv-s;KUE>KiyPxnQ&*dFs-=f{yxXwGa7$>g^gK
z8txiMUzX}Hp`s)~ZpXr+vV<A~9mV{;N@C5B>Ks%Ohq?|rU@V<_q(=S6i-K1_)g@9C
z3?v<=ARGLTm!{IAb&8ZWQUx0P<0U->5e6;_2e?^w@yQj38VDLz0~*#TULvSQy?t3&
zSVtLxhRbM&@uaf`4|+75t916V<e0*;+UQD2%sw1N2^ucyd3Z(Ij;^erBTN-FP-}<8
zG^e*4cLUCCzfLlatepi77lFInQ|-s#$`NvQ*DJEW*KJhRnVqN}0}BQZA3m~@&hpZH
ztHx28zgNy`YJTbC(K(|jtl`TOTD`dQjQw2GQ$Yg(?L=bqm4A^|Gtt!~x0z=6CK5XC
zmx>5o&@kp=sA)FcFjkf<u7eqgOh|a)V_qB$YJTF7AI4sa{*@g^gf<2JlvEZIw!K4;
zlTUCGTv}zTdM<*!X&X<>CVQ>EBkw5LHAFZx@HrO?Ju-W}_Efi?H&J>78!Wg?ufrOk
zVN9^(-v#>c;!9s5@=cz1`h)MSKFKG?krch4Va)bWkr&ZaVNBgrub4e)XYOi2V=$AQ
zU=dnV++0PnCOOB1x>5l)-=!AB`{oja@AI%Yh1`<|<Kwnd)#gdOG(joF^um+m-oWQv
zc29iXF8ExhnF_wo)Irvm#0TMyTPbh;s9&$1@rre}skN?up>7iul<lVH^1!Ztk8Tso
zALnM>a6tC`hu-wF^0IY9^<D<ONdGD589x{GX+D@X-wJE?-!IZg+Uz&ttg+H>wK5k=
zSB_Ymdt3Qay_+MdQ7l~r4VdjjmGg0HaH^>`nh{oYb5q`U^Wx~j<|n2xut^mpn;Tc7
z$xwB-7>)T6eB(CZJG>nDf`;+CfbASyL0DT}OVh!$Gu`6DzXD#5i(vOw&$lo7gmOb&
zw<<a2g?}M{LdaRr5W`!$yIlk`YAdV!WO=eYfz*T>;8!o9T1AA^4KWIB=}d%qfk*K{
zQr!@bVUMCAV|oZIjXrEN`i!1*{FX60#=Ix4-17NBhxK;VNzgP<ry@0<G<8}HLnZW8
z#~9Pu6!YScqxp$xP>-FVuj)eZU@WtaFuu%2XDY|7kR2h*um@VuFy>iMre?v~JtF@`
z>yhHsU4N6q*jw8pXUdp0$GBuJXu#_(sJ|OiPmWS~-u~A;n%}g^a2KYaK|6Lz*G;XJ
z(8zpe>oJOXakQTKDM-VkGokJZ?p0RA+&B`{RM+}`rAHA1(JajD)7Jri8<ZJVqYQ>9
z|8CO#$gm>lAt_asTT&+5xi|mL9a^tlcDzecf(Dpf!T(k)f?EzODe=qb(3Qy{t?V)$
zK@eLbP8$L}xfKIPHqgnLJ(3ED=%O~Z%Zx$(^T)px=PEEy^hLd|MtXC}p!@GBzjKUB
z8iEFTvva!M(0rICU4=e0M>*Zv3@<B7c!g!7X!$&~K5ttif(M=?4e+ldVbdZ>moPDr
zm|jxoa2@jO)x0=H0rOMDx2no`1r07NGUtXiFR;jpUb%o;$IGxZpea;Iyc{(rWwq*I
zzVXZp6ia=q%)c;eW@a8_Y@#W;DNJFi<_w!SLC^SL&VLr2Cv5)p6#U7sDHiK4LBp86
zGhG4_a{^2gRUK9C^;RJPQKLn~BR=J#kYL*EQd_Gp7SVKvxwa1t&@iUD8~*upk)-k9
zypl}NFy^Vy8L`sR^we|BaKe0A)etm{*#WwqOJ3ztco%1BWsfwYXm%F4<tMC$f}YE|
z7fb2pgM+>tDZ~U|d*;Q_naod2V}O%tj-NB0mS#@yM$e0(Sjk1On{<9<)JP||9*!O|
z-i1FO?WVwYrzTCcE=j7bWE@^W|BkM9g$;3tM$oWm_CWz{l}8~_uYg38If@W8T*RnQ
z5%r46(VK)Z5HzNUdSb0OI(NY3PZaGsxSMNy5j4QW!b_#oCO?3>;~idRq}oyA7#@6g
z92-*@N3~!(Ks6c8<xo_aI&oA}SCt@B)4<1EsJf0_SYl4NWnSj`Cuvh-yRa4xr9(C^
z#E*)*P&rY~Pbb$J5z4b-SV-=x<^eeFQ&m`3R+$#O$y=vJuN^zLf`+l}VwM)ym{H*o
z1nW~&^l6K~`sm1^&8eM4;#AEq1-<K+SMtm$Pit&BQbi}p{TPuaD%cMPGW`+h5@4IB
z!;_xQ^Iz2@ww=s;-h1Q4Nm;{w{X+%KsYd<)LTUyf`GvDcG3?6UgvkWAbbdmMf%`OW
z12ilkD38Au^kHSw0{xV-$Minnk84|Hk$}W@d7C%q9=h(bxAQz5n*SSWuUH)keQY1r
zM>?Qh5$I$->9RgbXdFzQKIQ(Stt$Zhw=_?d-bl?W>b!o~uXAwYjEKkJ4r{Wy8MbYs
z@o1(=^u@la|H1V6-RTh-2sp{O&DJmMgrH&Z-lImCQNu?Kf%`N9tdH5yDOB^~uyN)m
zreWX(86@PKAvpRUY?Ma8SrF#M0d9U`$GrisXVs-`0iAg``;AXG|0}!HW!(e~VQ$?q
zefC^ii+OVndPx>VdPF$aW<7Kq)WNx+0q5_K!sv)9G4E&RmF~-Q2vYho1Pw5chDxY?
zofh$<u|YMeuqwi>mLYk#Ot`CqTS3Ff%9sjn_04${346giyH=0y;k;5y&_K?+r^{Jq
zhDeex3N9lRpRpSKPZTMRWjF*RXi$w_5Kv!ul7pn?>KzY{vwV-f=l*N9d+m1;`cfT(
z*Z>V<)&N*w^6?a7a~zn0hB42>v|3<Z)%}dwr|d+7fw>XMfhlMhQ-#I}Om=82SUG&%
z;;GKM3mV4soqW!F;M3<TXOb8FtAm<6Fnlp?)D-d*GzN3yWoUQ7r#|yWbvLJ39hic~
zVEQ*ubIL4X!mP~od%~!Or{sc$F=NoBQ%C@jZpL=7YHH8s_x?f&E98!upkd5;kmsrC
zn5M^iZ|=DNlkdz&$fYpsf`&0q1Lpj6OtaASbgbj<E=)ngn8=LhpPr7%vy9_&_FenB
z*U^P3XbfgjWgS=s`G?1MJqaa8h#pH@5N43J#m+?p4P&mvTqHX_uwZomF-6nTqjR)z
zZbUphY)Nt*28I8m%fOn@BX0ZbrNd}5Mz)opVSYaXW*`G)a`E8f$X;2`nuSjvcQnah
zEGb_^Pqj`_K21Zzn4dugt<70poK&qSERU{}G($8&Hn)Jy^<U8j&@v%txPY&fkde5F
z?jk`Jib#jx9gZ#IeqH&(ypxFeNtiH&JDH$i>^>yvR3}>7QGS?N$%>N7S>&L^ja>2K
zgkKX4$3E_}<~67GY8msE4tlWrxU)}HQNF6F{sok_3Zz6QgAG0p`)I`H%mhC7Khd*1
zD-gcV^U6)_&RO{)6(?Io&@kq+z`R;(kDc<FOx)gO-|TsF&J%PGgMUoAuyn>2a?_7c
z7p{JrCyUjJ{j|Ntn~QxpRIIHEPms-vqblYn&%7{Z3hkd&P%u&j<jjsXzwVoxD4mfS
zTfcVo2SLNo>%i{O(Dkr)Y~}5(+OPYN?!Vi7*tb{r?TUjHLP~;$G5038R10F)VG*<+
zh*k>5x9aG<f`*Zw0WvL%tILWjtLpUj_<k78@ZgDYkcop<KeP-{>bcr*q?5Q%*J$7?
zF6~YF%D<~=nrwD!IkMfqKWh>5{=2Ai%m36+cMIk|Npw?xeY!RYdd63IR)btUDpn6i
z6_vja53hFIlI|BhM|bg=7p~5r3@S*akIC@wMFZl&C$jm))cyjHi{rf{G4-EkUJUsX
zBFFNQeA;EvOFQ(kdy#P`Ey6NS$@gV^(t=X^&!o&_HI*b^%a&O)^WvH7e+a&6ZE_Vk
zPr>Pa7WS2!B0G?XQaN;6#Z=17T|KpMI=mb`s4nWkZexDoQmybZLtL7zb#L*Ol40?2
zl=8#htXtC7M9?s%m2kKhX`dh^!0fT}?`O~Zr88lEm98CvhB46${@0)nWAYt5hurwn
zn};3Sl`yBJV+tC^L_7K4XiQr#o&KtI%)8~{5q)o-t<#-g@J%Y3xAj2P06pWkrAF~z
z2Ys05-Um*rd9-_{n73d?*HfO(q7a@voA?U<Tl5%l<VnyoJ{sNMk}eaDPG5BX2R%<a
z?L?A^7+eJnW5PE08`ClM5|C!t`rs1oiWM_LL1Qqrx2-2BV?+-6tW^7$clfUPC(hV1
zi})1V=z<2Az0t>CCb(2{I$SPyl=RFYbajP;SwX|V1Wuh72@WJOpFYzw)t6ji5HyUe
zR?F>86lrB;!Bk2VBnuH{#lgOy;X+iO7qVunbHvP-7PTrE=#sUdAxyb&ri4?tO3@^a
zgSX-qNURx!j$+e4(!?4v<k@soMbMxsKa&FbXHoY|<q)n)F*cRb(MG^U6FR^J4TGy&
zKEQOcqO>xCD~+twbwR_p{i#o?3n74;o}G*RoaV*BviT_prCFw&e@Y(irsdp2KhIxX
z^GjDG-VxnM(4c9%r29lFkWFkqWUfK0x=Rxkca$b*Ae`Q?ZEj5C(e<{wvi}J^a^tQV
z2pV9XNQ&oQOTeiX$Br6_6ZL7KMPeJuA#Xv$$faZoQf(-Eg0C_(s5sB`Q^+EA(NTh+
z;SzquM64NheA45VbgyW{d3PlfL?@WtM?2YPx3YP`z@sj8qu$16c^jZ-zF#E#R5rQX
z$JQ26*ynJ})a-XcgB^Pa+JJ=uedS$vnq-cdUd>S*K~+y(N{RH9q2lf8T&o`~M$8M}
zvzL!*;vvH`{8Q*4TV%@QG#y&w2tn1ppsu<mQLbv=1JHN`^SX%56W9DXZJxr;rTMkW
z%<07D-5m2WSMqIsiX5l|_QvnPcS~wDxN8e2BbnMqv+btk6>(39y&oYJ*=|C0S#4(H
z;Au;0w|W>5O2HW)Et7(V(bY8;P10vBn&CzST0&&W4lpjQ2G&sca8WI8aHTvdk-<X4
z(`i}r;^_b8C#EqhC&vT6wS^yDP)`Akn9L}3Qfet?13I@Y0`L4EU!Ho$IG4c{G{m%=
z4a_btn_OKudoorXbQL$ojhmrmIci$-kLDZC%Ap=M3I?-PFomigz7bpe3Vt(f_olM)
z$LG7CMW=N%wV**$D`<EyQ>}*3DX^M4N&{0_M#m2$nxuPQBX)Nbyt|?Gp3~|)Pw$@6
zIdnNU5Hx7$Ug>iK)6f)CU!17IDK@odvR*ZI!N6mOm_Iw}6tO5`*&wVAM3#%j?gEju
zA#mCttWLN~5az(qD1wGdP$3<is05Xer?}FqK)jZ_q(--os>=@O=^b@R1+`U35n5kC
zn%$6Fq24NmXt+u$L+FlFke&`v#Rkr#olu;&aWqXM)J;{#t!})}aB1^v&pUK;YnQqS
z8mQZT>FQQZJ9B-j3X7*x_V4P+!S(Gl_e!dWI%Q|D05o$P#SR|9m><?S(xxM^V7#5_
zrDG&S4?*q-?OROr<YnYC9nuRsV*cbBK|#Bvr~P~{<OK=fHq+u#OymU(*d2!@yE>lT
zf-<5NQ^;sq5WKKT4vi8tjI7Qa=T4|X;!HQb?i!7dhT>eEUd<(&h&$7qW<>Xh&{0VT
z|AL13S1Y|XDu-KQOhs88C0#?7(SN2rRSgQz0JWrKglXrYJP|YT=5u}A3`3L5256Y;
z_n@-^le21=7dSx`55=HYJ2_!|L&g(c#<%og-xTkbJ%9N*`#pX;>0p4L>`Vqsr+^7}
zA3@LfDjiP?-Kyg%5tm~-sW8a(wr6O8z{t3iy}phgp7j&wLm-qVX;9bnVa~PAhUgi8
zEG7ZSGhIV>C05`(Y&6R~%T%v(R#HFRl?+B?@gQgndPt7pC6i7c`dOZL({K0x`0-W9
zI#En)5T>2^3L1mypNwh_$WZ!crL6UjB9$)q{H@QXAL`t36*LAjiStmY9Nm6u{Eg05
z{#Fwvap82TwFa-p!fJcehy}3f4Q>m2=cKhqw<_I2DfutEtLossNNpo5te_!@{K@et
zVT_lW8o?mT7#=OR(7;`<>W661D7#}!Qt|Yy##0RAVBBa>pYN~{mQukhOW&H3Bw^<o
zrTo(csH6{V$Kv8+a(N{FKZ-#7d@5IOwYl*dtyxM&%D>k-*m-mp@b}tSXQtC#u0HvP
zbmK4Sk2>z1O9LQf&!^;K)%D>wR)O5zj#n7>o?3HH@@D6>P|!f<_kvwRxKpa-*db#N
zIH2FeLcfCSabz$N-Zh6r1P!C#O;(fABT=e_GP=K)w)%DEQaeKH9d$bFdi9oTmUMgg
zOEn^bvE(1rBU8JoyM^?$G+tgv{vbb2*N;voE-`{c1_iTezyZtto`gdr`7jlD1hH~!
z@;GTWGm5C1R0o8PR-5HRoYH;Nl+u~Xh&*_TsILwDT%FEU3^${?`q(p$a3$zXk;xvg
z(wLZ4mepd#SD&^tLK_u7eH8vNIt>r?s8VtzMmO_ySAE4s8avun&@lfafZr+Ts<nk>
z4VA=`HS^*q$@~=Ytf`tDi;~(?@>1<5B3YSSHj$>$69zg#ZeARPn4g%2t5b_Ya)Q*v
zLuS)$q!I8&TOCz{`Kku`3Ncb)gs#v(HHelE&uO)?JQzB_LbEId@FX0UEhu$AE+He=
zMtJ5TEUr;}JGs#$A+IS{dl@)u3&k(0O_r6omEK%e6Re%+PS1cZUqz$slRiHa^jsVQ
z^2q5wDp6BN3!Xw+@XSo6Z!2g;cqT7U1SH!RZVf@hB^;(pK)<T>i?O7tuY~2Mgyr>@
z5TfA{a8I|KA?pmApXYf4&L39UZurw`-&wU?5*)P*<g1NX#6*ZMxg>n)9}4M)=l42d
z=a)Qhr{qUnK150W-svqMXc+SnaMOZz<|u?rUuTERU_Kt+F`dsV8?=06%-gzfc-^?w
z>ueotoilu!kD+P*SC;R)_~4i~=E@&?KQQd+m|?_{tlR#ki}w2Th?sZN<yXJ()u^Xp
z%*ZpST(AUN4;Jw7s*jjFzxio}G4HyG>koaS|6NqMEFvU<*;5n;UT{OlX;b2KgWci_
zH;mt~Easm}pGIVArl8&*x0k;*{)9oc*p;Y%8-yln0Z`&WiXy=p#4@3Ga6U4*C~(YK
zFrhCpc{k59FOmrk;xsQ@_t#MOg{W6%va~IYc6fMiUNc}-_SVTUelguFX=Rm>ys$OV
z<Kb->dc*qnhmMc&i?J4+S{l)2sH_d@;l00f?^lm29T?*mX6I9|(~nFHv9pOrF!k_W
z?A~M6N#|C_yk48v9(K@*`6>WUX*6`mKTPRdL-dTlhA>kts%wj?i^<a;^$lplx+>2z
za}<X*3mQg#56D?@QfE2{O8F_N0&kE-QxEUkIdlGd>{VT3{KE3I70zggo{Kq_DxAui
zsAnDpX(5rkax^avdu4tK!lgb_yKPFATXYR5FOV8^qKjcYTs7h>vVyiVlCb&E`y~_|
zS~~KH&fdCjUB*w)uq3X+j4oHPsxGIHvlcNNIm97o7#}l6X<Wtl#Vxssw2*@IlE|l`
zyq6I(Aim>r?ojnGqr|Af3UY-;*Wl)Cm1kZY^)Np%4dYLR8|4csgf#MNbSXT%`ybeR
z=YW3sF>l_k_fH++QEm&<WskyLptQImGZyMnUtHGm*^hr49P^gkF#EFQqh`bmc?nh9
zcwOvlTF)OS-qDzUW~U1C+Z=UWTacKM_!>s+sfYJQuO+u`sw<-W7v+85tGMJU%hy53
zK-xAQd=xMBE6d}hNb;NEBYlv1c<Ww$_{kT~+MC9KKW?1&`*~$C|EP51up)WVJICL1
zLd-k(tBx(#Y=4C{$cUQtzfzJ4x$fAJt#38O{hlKfW<xYw-Swz$TXkg^-9@CP8g#}F
zcLpVKD~@`2YwjJewC6r#4`-C#-r>1}^%W(m;~*cuKbIPe8lx%b@$d#+@YDCZ_c$!(
zojrBU<K6#rJ~ze}O1PLqnZigq#lXPB^N;`hvg<$W81srQ+VS2cOQzeZ+j25P<?I#j
zv#n;~n3&h}m$#p<Em&q716SAuH=)^*8v2q20v7#o5MXAAv(3Xhe75C?qhem&Ma%M@
zI^t>)av>2$xEC~x`7<z!Kp(~&QJg!h%WN9(kD9iv%cl=tN0<e=;jBai4PzcigOJ}7
zk`K4kP3xAdZ?l>P#?;~?HcnV}k)4;Iq5Uyh*=)-Sdd5E#_#M;nkEm^y^VLr@p;&#z
zi%)K7LL;5uL$|)g6f}&vig=*QUTVwAoRduxV9k-%4m%=f82l<?IF&ub^PJe)PB&uv
zU8(uK5JsIAhE?<KU&MzUzI8~<^JXm1SW|rq31h4la04{V?@I8Sfu0x9if%WK+HLiV
zLu1}M8P#L%?YEFXk51PLLBpU}{rCrgK0J_dN@=sGn`;(6JuscbBUtD^Vb_F=iBRiQ
zF6EUgq>T}$aP{E92XP;F4U~e0@!tc_%AkjNc5HJ7UJA>zpkd5cz;nwX<yAFxPLB0F
z=^+!-^XE_CYpVzJoJq+l8V!@BiE1?|wrq*@xkHZy4YU3S#PMlHS`%_KXXl+-onEqi
zJ5md=)Dtv}*&fcwY+~3c496s1U<(??evYtB^VxMYAImW>bNwTfp$Kgxn4kEZ4`aRr
zOf{^87yTw&%+nFR2(k_g=Ce>^JUAyF(=g^Mzzht#<#WN;{crgFY08kla*wVDx4a5@
z3`=0B!)^mX!<cVFuI=Nq$Q>B3tRSa@N_>lJl&JsNLPTTpWX3WTE>O^Ofk**wMiPt9
zbLM|vda~E`&;zVs8lYj!hf#?fb?Z|w1Be(8Z8I8?c1?AapTRKwk6~&9DS&!-Z6Erk
z_aO%lit&rlj)rKM;ZGF9V`-LRydx2Y#Z=bORRj%#{|0ajBTj5>H$uCC4s1cg*tryf
zpUO3^DViNpYF$jFt@`R=DiUQCSiJ^l7{3$Y`@Nbf(_wuT`nVLG8v1lZlSRd^^&{;#
zLXRj7&@g5mc+LT<@ruftsoLvp)k;@3;(6@}2EytrXc&Af7}lPRB*KT(!&{#H$nYm?
z#>TueKEJuBc*>c?@EtgVp3x8uV-5l49(t_a293kRd*Yp!uDSiZs+hN~?}u40btZ>R
zAO!VuJv59t37C6oOoTuu@$k-?vLNrLeW%5|6F=JgQqOFfe)_#Ylc9dDhlVlhfcb>7
z^T}59t{&cr+x~UJy(15ad6z%YEb+=?gDqwQG>lnJIH_i%E8zi-u8+megF|rz4db2!
zT)iklnz523w01F!E*@Tox2yBkUqm-W4p{KXZ5Kb_Gt&*xF!=cp#6T_F*Qoa;@$mM1
zcYWfp?PkZk4jT`6qF1+7jH!OEhlVj92g9AYr{UmdHHGm|8c`h}80mDP!}9dVb~-`B
zMXd$<SJMiQEF79&Jv@C3@93Df!`yE-Ju!T>U7B=4@M#;f(Zifkk5MVH@bEhR-sP%&
zUZ*UJsWY2aXZD=Q3#fd2+_5w{yS6IMpVER&2Pl!|eNT+2hxhKP$$QPKre5^)(BmGv
z@`_b<F$E5MPfrq6G!h=(yV*02UORQCnD@bh1AqVc<(Zb_eXy8nPD!$pGqEd`p+lJ5
zAF)`#sh?DZgd9gNd{DHhV1HujnT4Oc)8TQn>NI7G8lqv$vB2!3G$piG#XDm?y1g?v
z=Rf}<%&X8G;r%Q@!<f^7*;Zq!*b+Rv*d@m<z4e~vG4HLzj&0rk>|(o)noIPlHe?I^
za^*#d7Z(;!RktcN@HLlKg|A!2i|af()Qg37F)nbjU-Dw!yv+66fVYf>Xc!&5`DI$>
zHE@>V;kDbL$+$a9X!U;lZ*TR8edKXZ3iZwrcMrJwm)E!Dd0WS4e7*0CNiiR{q*Jjr
zO)+1@{QSYI?mpu7gJXLJJ1&b!J#<>SjN}<`x#Hn9?X%_A8{7XY=6%y^S*JC}<j4Gc
zg&1n+Dc?V|>6U-(8uR|$X2Cg=emKBt=*19I>v*y{URwd>CYNQx!*(mojkY;eWAEuY
zfAvO6>%r&Ewef9;h9$Kek|HyMPJ12Ppm=y4TQ7h9)mi(+ypK*f<KiC0N7yd#Gw9WY
zco_}RGrpw{<Lfj!w6?qa+oQf(TwX;jkx-M(5T>AE%p7ts`9JFc!}8qx#v4nI8%T%0
zcYEvGc-Q795N4(BQ4P>A=8nKD1rM2iFZxG4yuwX`nyr{i&bN`p)3#sm!fY#t-HD!V
z1w$Mx?J`%9f;8|Imx8bS8R@p*>g=``jonDn7}@E)&-P2*VN0on!9jd}u<@Wu3Mr2G
zl1sW5?X;_|PY>t{9-aw&^DgtIw0d~+0Fsed;0PMVJPdWtC0#VGJ$<j6il9=DAT<Xm
z^7f0y-L~RkB(43DMg=m*=-KtqFg_fI{%9qgkf-pe3zpaR>fSfz?YJ;+&DPE2aWeg_
zH>8uJTz1Ao8Fn#>54j-gISp@K+;!s#C!To`?TvKldibXC*Iq-+AEtY%-QW;3jCnkm
zKOFR7%n8r^XG&`IjF|WK4G*V|sJe$R_3AI=u@y9oSxuO93A<01hfwwdQ^(9CLW<SH
z(+WW2qj_PT8=ztQYk=QmdV;P!O+F2Sg@^a}1Nmov`vdu1Z(Ea`(QQ+bcpj`fQUf%M
z35TOUUaR;FOk(ixYL{2tpLYa#i~q<wt3_^X1z`rm-N#T2JiPDr*lXuE##1+VV14PW
zuMfS7$NJv@Ia9F^(u<p8n-Z%I?;i8aiw_4nsaglJ4C>*H*|IU`^ICF?uHE?BH)kbo
ziAil7KVfRu%U>c7ZC5|P`P)y0oXpTJzcyVPKhD4X{a22n4WjG5__b<5YbeR=bj}0~
z3kMSjf4UZq-E>-T*^*06x}K&;7d@6+^yE`(2s5TILp@#4FlGTTk5)ZBxttnQJ-pKk
z=4^lTx#a)+^!lTEzm=i{SY{spjqcCV_*SuBS@iTXKmI|&&)8VB?x=2KV}VB@`2(bh
zhxby};_9|H4~u!Z$9>)5;`fe;`F=W=ukX<HlKvmlxbZ>L)>n>t=MX!P!IJsay5@Fl
z^fzv~^N*JcW8UK5hPCN*%u=d(p2lo|hHGxe+wd0NRr}02zIGk$NI$dJrHAf**|CHv
z23$eIm}h{`A-Wse7CK?@>K*@e-GrD|TyV|PZ|qLvfKlHDXc%({x>-&*7=;EI*kf&!
z^;Yj@la~u&=E5io8V0wWBQw-F+H7o_oH?K;O*%fk^1BlYtu1SahB3F15K`@E=|7x~
z%+|}dSj{^47BpOjI<>G{`T)hTPbc-gw%<;-Vu>zfA!r!$7}6cz)0lR}VlFZb?kUhW
zrYfJz`JmU6nUL#2&@+CV=u<le_p!jarO&}ow(RIWps2N@7J`OLfnhY+jcqO1b!}c8
zyIbZb_F*%o-TVtXS-Sr4W}m%R<kBYGqQc)3<ED_bPo%<WGGogXG>mDb7secP=djD)
zd+&SF=1Z1+e_$^<J8Xt)J8cW&3wp*chP1Oo(vI{R;WKr}SkN%`CBSYKFD#o?SXUjd
zEDAD1tt30=<H6y6{4&>{(o~720UCzC22B_TeWrrbm<Pq@z18>l9Gao_e0=NK?c0;M
z0~e9?KWXJ_7V~-^cg30}$<{Hsgd6iw$BM*06h^MY7r(NB0V_~!QV#_$VUB=@HzvN<
zMb~X0<2C(<*C(7h={731iU?_>Y=DNV@+l-0+)Y|oO_5hrrF5?sg<>qbd#{{#K3q@O
zft#)Y8phrXezn(2<t$JSkC&*Xex#LZ64?+9V{QWGFw`$>V|h~h!)arxzuUcu9S%`H
ze;(+=hY<ul<Nrvcsa?lT_e>xFU6)lwnPt?yXRdHq(a{}>DrmSk8<&$Aip%M+?()+o
zG>y?F|G_tYcE=}}G3a=%hG-ZQak742R5>i7;m`Futy@zXGM+fBWYw9fDNjuoi=Z)>
zdN}K;){&v1?XpcHznFJm@0i#A(i<+D`^3k@r-<(tG=#aebNczSIms%-5a2xPN#xT=
zWeqAUp>3RcE)R~lVZ{LAl=gfGMICU=8CmFiiTc4C5sMA*<l!{QO*JE2jH(gQi!DKi
ziU=BrUg3^`JX(#MG-@C&w(;d@vqpymDR`B1p*7(1>H0fo0gXOxrV3aM{<Gr+bpKqU
zL^P;lBS18$pkdj33+xv0@rg2d;8IJp5eHfn*O_EmQ(4rS6xbw~7H63p4Jv4u>CrR*
zk#CH!C;Ak1D9{_d5v3Tv8t70%fver#bltdS?KRg#RM0Tj=g~SZ)naU&3t9KLM(h?T
zjw|8A&Vh2{7P)-NwIAs{n%mHc(Rzg)qG7hL2YA*{Iw&xb^4Zk7Qszc>q5gvM-AB;=
z2oiUMT`@^>uq$W`yY<-F<ueb89d}-4%v(O?$%%VS>Ep7qf(Dp-Q~yxWJ*02&<XR^~
z$cpQPER^Ke++&BeB)&{$!lY5YySnP)a^;|i45H#YQ=<CL#~dso8J&raqLhFB&-J@a
zJb)rTOgU3gP7CrB@4p{7jFck2;!^OHe_47d-Y##CXff+IIzQ5RYToA+p;GeDr88?)
za?J2#KzzX^jDUH`B*~?nUe%}jsVDW=W5sU^TO(=v<=`WXDrgw>eKg8=VkROT9ecT+
zj$S<a(yLcaLrz_RDQFn;3vikhr?3adab(UXZC)HIX?_ag30_gNPNf9d5L+8^P*1O@
zoK+F03xtZw3M-HrYBkolcsNdh8|E9JVdmla_ot<=6?G?hHP17dF&tbA8pcFp`wP>R
zgYOsm;GlwTyPi$T5p<H|Le#P;X*wmCiL|5mgp0r@{#EHkm<<i@xV;{HZQMDCYf6%$
zMlc19!PL7wVxD!x+)tjFJ^%MS@5AlK?{UnwT37!UG{D>ks-}`I<kBg_Dy<zdKv&F|
z9HJI9j6VtfkG6CHNEuy9UtbX>;N3I1^BqM98ZH6{Zd0ws(~WJFwRC2^3iqW(dJj*Z
z%$m>vFK8J4O1n!EvWx79FfVic3Do3~mNY*F7tFk%x{Z?hzNF8o?1J$F$BmybcKGO_
zV<P-Edc;)Nw?bJnRnAUAU5{>vN6>da%=2D-W0$!{cj%-ntO{7X6t;4Ebg}Smp^m?y
zb2TQxG8tqPkgOx}R1WR;6;F?o#H(tf2kSKV6jk=)%**~rWp{upSAF*izH8#wRz!*s
zGco@`DkLIDjToAG8^pIToza^BdP^I3iuOQ_@!;!jIQc5Ksk$(%X+A~zsI5o)iP-(0
zE7=h=47&mRG}Y;9A}wkTD}+uhh`EHIVb}*yqieAY4zJmS;2f+98iSc^jmFqLUP;+w
z%Hy==sn)UDbhaho(>em@T}sOe)nR+<4>D(0_z(*QY1Ova;z{k&AW+!xBY>DMwF`Ww
zwwt!#r|xXJ)B1O5j`Lgjm<4Zr-Ad^$F0=GiW`ow)C8PC8ImI=^)y7n~F!3=L22J*F
zOgGZ2p8I--o|!-9dDrJ(c1N-|jP%8z39FW%Vax}BsW(+aswhmsT>qwYOhLn#cS5>!
z%=!OlyYBcXi{>v9Af(c(2ntwULBR$V?u3K@LLi1FMb1ldJUo)z#Z5w0v49{p>>aTp
zsE7&{R8T=g#fI3<iWS9%V#D^E*?o4NGMoFo9=!iNpXYNo&v$ocXJ=<;XJ?fWto5i*
z8Ystselh4c{g*HQ1Px7bSCA1pAGp<i&`mdt$U#Qj9;`H@p-L}AwcIRH2b-kTi5hzb
zTo@Fc9`{w64eZ&X=l?tSsQ`@f;GDj$_0|UCGn$318)`o4(rob@s5Ij=qan;+aN5p?
z@#d?iT4h|V7e`lv`Nc394PpL{m~DfYWK*fQMZ6f8VKN%RYz>-5bPcKmS{&*%grUP2
z4Pkae?WMG7MQmCe0@Q&Ct}Bm%&bJSnbJH1HFn!hCN*Yqo5IANwPG;j6t%Hm&>Rfj>
z)NA-~j@N<>vu4PHgC9HQGE=9iihF1X`$ELds7}ZV2SFibQ+3S-6NiZ#nub7^0H`<`
z2C|O{6#wyDuQPwXzsn%0h~yA*d)cce$UC7Y4XrR`rss!(qls+4ul~tiQ`2^k+(VP_
zk79M21kGR-%(ze3x^CxPceh;E4*15b5Jp2y#OYHk4UT%s&^+_nE?t*AdjMdv8JW=#
zW*4+<nnPH`)EJzyngR)%<n8jn#6s+Cd^q=ye(jA~aU>}P4VBOfN)Wf8n()qss{cHT
zd^FxA=MKdhwZv0MIH@T+0VWB!#?#wT?0YH?zZZ`NxujIri*Pm9W6>9<)ouadVw`6*
zgn2AtjzN3T+lFQRKbi8*ap3>o`0$#Gzjzd{jAoo?G=zB<wlfcNoX12wS_w)wFo2b;
zdrt>y7P;Dlv&5tIG&znp@o-Rf6$d?er>JI+V9gpqfVl0C2v^b$8DI*wFB#f*SCL$B
z$v$%jpErb-(NhUe;#||HBmp<m`#9P)+~f0&Avl?<FDx_6ii}31s*}szL1KNFYSStM
z#@y<AmLIkoH_n(}o6#U<FPyJr#*&7khZOoSm87KMBa@hzg9#LO2@16#JCN%4G!h*k
zxZMJ6kGx1>T~!&R^_5OZ|Awbtv!z<RF&fPeyD!2!bvJ<T5o2t$#geUt#HT@!qVz7C
zGny&M^$5B_N*E2bU>z3HA~L{^N5#zg`heyE{bDFW|K+>qO!h$>#oJeefmM8X^X+p+
zqg$a&RVM4|o+g-IirRD@-SC1lOtQ{s0CV@j!95&ISt%ptM9svAJbxRB)SuW|b-QQ9
zXBcCQ2HVmb$5=O<X;@pdr^uS$Z}9Sy9~o_G3!_2IhoOUIVry<}YCFr7{bdflTL-U7
zW%PvK1L}-vjH9A_igWhVlfr<FA6$6Jdc7sTlQCjdiHbUT($-CVz`mpMnxaUxhs%)h
z8<?&k1~*pYMpJ`!a-DNZ??Q%JwQPf|JK`bW3Cy1<Xs9Htq1dSAPj^M9Q`%X_ui7+i
z?X3%??w2jX%gDuT@DbprpeKBn-W!TQhT5}_#a^FxJKzhz^<y#`!h8(ta68g_G1&|U
z8IgmSjD|2V^P%XhFkQZ>&E{|5@}(c9c5C`9CX8Pl<SnBi%s&Ax*~E@Rrlf%JtL;tl
zzRniwgEKaxAzZ9qGH(oAvyu>y1R3+A`jx(FrYB*aL7y=if_Ddp*ZfiX4>Aqti#82|
zp3wm2?r>1q_!E{^PqiS7Qss96<ugsT>VK$&b{C~npEKYl-SWi$uv+3M)Q$2QhpeJR
zC1k)T2;LAuJ+@-P@R6-6-h_e9+*FJPdsRa3z)ir+k=2!UZBSg;ykh`nGz5%6odOpY
zKAVX~@6Pzs1NzTB3PujAEThqw_H{7GlKCTJFekxcv|>!OvM%P|T2#I>PZA^pKBFOg
z>9Wa$yzX{&_1+pg$YnbZ6?aqEc8WVYE%vp*clogH+O+!5j`?uN;nd|T*B;btD6oWu
z){ok^ti|D<9T2vz`k>9UvMz^Gu;;_D9I^3Xjmf`${;=PBg{=plFFg6-nJ0#IbnQu4
z0eo1+-;VjXZV-gR=C1!H>%d<RMJKPU9^RIgY<>nL$&t4_+wnRX9OKjF)YEDTUnBkE
z^6M7(b@og<2C1dcj|V+sPsc*>VNKe7-JM512l2YSXTLiw*#YlOiJ(+uq@tl7>5kY9
zB7lfD4atXfOsAptpeKexYM@OUN?*7OB4ssV3K~MhI6}DQNhGSJ^HCjmb*C)t*l`x;
z@4#q!U8&#{Gz5-}6kF7^=}zc${hM0Q{0Nv%)Lsf2jaiRjbYR}5R%M_45wh;?y#E{B
zo;??sz!o%&1~LDGGn!eKFT5lA<;0Wn;M%6-zPH>ts@R0dXb|&99P4IGx~O&Lj91V5
zJQFrBcs&^nVx9xDnOFysoy>te7*i4z>bR0mo2Zctr}tH_ZIp@nq*_CbDK-b^PDW1!
zl>>dUHF!H?<&a_qb9|UfWad74EU2pDtze0aUYBT}gu1Nhs3{^*TMK#reeF_14Ez-O
z#h}IXUqqvk>*<ISW`6VR8S{6;4)>ByFSWU|*3=P<1~GfoFEHmU{`sThPKH(Wm>qdF
zSCv7k8{WB$1~Csu%rzLuky#y!O=YRo*)ehh0~n14wl7DiX<SyvF1A!WOJl{3^|d$Q
zRGAyEs{;R6Ioy;Ux9Z7qrT5+pm8M?PG*szg*s;X3I*`FJ23G{sg25Bm5oHZF;4>P+
zA0%ViN5(L3X?bjnjd`?`sNle*<tx1yz>UHzSyPMPnKh=aR3D|0zC;4!?J3DD*nW&u
z#^M$x_wm%3rX>AhsI&gdcNdg|#<LK~9N0;V!K_sUVOysC=QM)Nl&m0llgN;QDG+7h
ztF+QV>Eiy83%J?+%fPq?)dANv`LLCA`Bvb}x?(gWA^#wDZaFMU%HZH)1k>mF&}kj4
zUkvQlfB6F1B}XoW4Vq-r@<d%+`<CT|A%#!XDUBFVM6O5QsY6k)rDTD};=cBHD2h#x
zj0Sme49?*gGoH*SQrjtep`sFW87|Nool+O8^D7R@YO7xijMaZRG2|~x^Gl*`!m8$$
z2s;68`<WbF+5R3EuK}IW5F;9)AU7RmPfl=TrVk9rj7B5d@;;BeNXg8RHg1t}c(t|a
z&6LX53XDd>*CQ2l-oFiA%iXNRBo&MXF-L+_*nL3UlC4L_L5W5yhrsy2iOY}znz7Ts
z7)GN@si)?J_iuoM=di(@Z1ceSPtG%5M8jwha~H^mxYigC!&XAG#gWiX-yRF2AxyNH
zL}74+r`iQh2D)Tc*WsPUz`e%R(V7}qB6uBa>=P;iKM_07sPgK4+SF9h7dyb7X4Pgi
zggFCR2nm*Sruk8D3APWNYNKE3?L3bsh0q6~?U9KIrZKMD2h23D0hrMcu(XzPAXSgt
zD-w0p{yfjBvT2NRDIQY8G3Tq=pM)^d_uC%!+*fn(_zP2^j0P**3)OOOd>jc60~3-V
z>$Bbsui5#14PYLHG+ud7Oz_YUrn#QV!wD$>!jJ9z;O2d1n(E1D5c6eJ^~-Ug@d}E)
zSH{Zrt%`0Q1}Cl5wTbzF$)-|9Lzw1zDjg2@FE?0nL|NgWwx)VA8o=B=G#%fRPHhe;
zPiiJQN0HHaUx@8xea(isp|2SYw)Yt9X5?YA$yjyUyN{3RdXvvWmVPntQU66Wgj<Go
zWvfWF4fY6z3t{Ss$>;|2TP8~QX)owbPzXl{g^JNoA?D87*892#4q6WBwPK;!7v(g@
z%rH#&84Y6gL7{4i49P7hs*B4Es(8x*u*HqJVACS8B?S$k{|rhu*|eZ&^zedF<4Okl
zkX6Vf<iA&IV!V(3SQKvWo-Csw<dqqK42Q>LoL~)H<ptPxqrl+9QoF9elSONXys>1;
z-!66v8p1vgssR}oX1b^MB<Jx#);YZpKT^;TGR|(vCgqVDybjnWet}-cARso384cks
zz#3<kLpT%zW{TPX%xGL-xk4?6B=Lc(7}zKO3KpYYkq>nYm$lJ=%V?;&Prx*cxRYVa
z%Fo|DtM3YwW8iN^0xm)I+r$cZmUe;6GIboIp$f}z+8o8-dco6JZ^*HYne38T3Y;-|
z&lqwP%0;%*f%Rag%adae8-=3`?k@EWl0B<)Ph>~q@(6=v^7OA{4l~IjY&o1V+l#gR
z0!0}_4q+pH!%wjxU8y+P(G}AYHr%k_tMQ&OV!gwNvP8mvaq6CRTMJ}F)AGpldO4AX
zpA5%`-4Lc;6f}vv_ZVR}M%*0S6~w?{%w6RJSKH=WL)PM5?e9J0anI!BP9cm&YYck^
zf@el>!Y-*rfh)vW4<B?z1-+0Qr=TI=Q2?xC5M27&^RM{vyRI;kerH+pSL|*fLlPzT
zo<Vw<9mG3htG@mkOveRJ%xc{}H>@Z1ZdgrxSadu|yVI!(3kb52=VAwaxs5gG+RYC>
zc`t-#b4+q4&R;X`<+;^ggv5C0VX!5(VX^qI=y1C_R?}2QKgyO|j>UeD^xk6M`D<<R
zJ~#?(>4Wna6(Q-}YI^UVVD!|iFyJRM3JQk}^T|P{ZiT;}-)3LP3go;{ce%XMe-RCV
zUW1^GN@fO8mF=5`+fFu3-mu;n?BgKp9*tppDOR@0;L?F3M-Ln2W5OP(92=t^l8r}H
z#)8$|GcK$JSUnWnU<wt`@T?BXeAYE8H=>Z?gWm|Q<<RX?)#6n;aCnt;kOf8*x4<EA
zp=e8dSMScvOyaMc#}JHsMD4jx47%b65`VW?GNo(J=#>5R&rMwMe+rqHJIpQ<5Mnk=
z-Uj6BA{txz#UQ8pFW-GhvQd8{FMm{?kwWAXJ}7R4UI;S<4axprSmUgcah`RB;j<;(
z&zXH`%b(qDN<pKc>+xw#yZm`8_qgU^t14^V5f|lEn$}p11~JdY7E2#3+%h>m3cK|c
zGB3Z6!D$PtM3<QbS`4tQfpCFkG!8)lb>+2n!awJvJ<Mbg-LMti;o+;cIuQ&zyV|{A
zSa>oTV9M?xX?Y1`0#3+{>kDF$qm$K)Ia>`iV>D6(P*~-)f_Y9{=NNTmnXln#GZWpi
z0;8(LaTx(-QettHO89ltGJ?@im761Got(k!w=mrrKCCO2-Zbl~Yal&~evva6)?qMt
zS>ei=`soSZrT1Rc@p{R(o#s4zPS~1u<Ohp(482O)1~UB--tZxY;h@j(T<pQ<3BN0t
z=DhyLO#SG}EeAsOGW{}Je1d%Q)>;2WG=w=8NOcMr={my)ZNSru#`I)d)tmH0Lzs`j
z(nQ3-AcZ)O!GNzWEP3|JPhLFw=UCVpFt+l8w%ewIc4!M*RKB(|8jWc;L1oq`R-M4Z
zf*#b(Pp(|l>YM+BE&W2h=hni@T}?*xR6<Ma^44<rdhpS0*tr_A-07Fu0#m~HYOVhw
z8p4zp1~vrWG1Pe&asnS#n}%~nK3oQv`h_r4&=4lN!tkUG9G+-oW2y@Iu-g1}+YJZ5
z-3>sU7XnQ|L!i?5Y6wS;0P|$T#D}$Z<&KvpRYHW3ej&^hG=zDw?6S%PY(e_E?2G*9
z*zZp79Jcfep}NAN{~{WVD&!fT6QFiJWus>?tK$jRUEk^YG7v827-BRU(|!(X+8RQB
zF`FplxPYx7HxYyV4vbLwunx@JG5)Pn`-QFQXEI;AE8Y)EX`_T81r3$*4VD7lPgM%C
z#Z!pebak}rK)51Ip7Fw4ik(7I&`=>wK)s2%FaUw&&0q-1ht>S`#peymIxI{t80Ug|
z*8UAE)g)40RgGyVGg5s+W#BiW3pU(466dY%J?+_{)nO~|zR*Lhx?%JPt2d+3m@3Mc
zO;HUW?>ux?O+yG_I&J67Gj23m6pRKicMsdc$rJ9aRQ7?qxfpW~CvzZe5Z+le)A9ax
z!`TEMmRfp&?Wtc3!l(Zt8f^Iiz(WBY24XQhW<ikNv{=1`sG0Z$ebM9#rm2t7P$4pV
zGGnh=uB_2P<(SffImH<bVjhPQfY*p8n>iN1NDQ@_YzI8~>f<zgFtUKxP?lep^R==#
zCAaAUugoXf4quRHVjAj<hAQ0;G=~Vm!>2x!Vg7T-`X+q9&TWGs<v3R#j7DSH8?c@g
zs-Es5hqn0jngVAgY?r+f>4AALi+G~z89m{<^xjB#m8R{xkoEjV(O~~3yW|a@1=ulo
zYc<Db^n{;<^Yv=Q6Sw{}zpGAs5rpGOr1937(GccP#Jn!Z6BSPaDMQqUc;J>@5yof;
za~bmOq+s8DGkM3nrGNeqvedCW+=gSSpV4T{di0Kp_J=LV^IKimVtQk|_<;=!MuV6q
zAnT8mBib1lW2eMom6+;DrnT|zNv3Te%R+EJmd;g;tbk)@|ARs{BFEpB9QWkHJ?Pdc
zQ;PdR4DjJS;#a;|ehP4>Kv}VFHdaPM+%YdkC=KO|uGi<^zXmsw8OIq7Vq#V|Q3dr(
zHXIf8UxckA=q>$XkPQ77(GaG&o^v1n;H9$##7J)0Ie)asNSNx$Xb`g%4u~`GF%=#@
z?L#gTl|sEIU=|^bcN3k_5N1!rJUobLcN$&XtnQ-_U1f(ezO2JIAeC9ft7k$~Y+PM(
z>nn?WOJ%jjvf8M!dV-Y8El@Ydhnj!Bf>G_%KLrh8VtvGaq&4Bu^0cF>{E!%E%y`0R
z2oqOgaNZdAm@CwEVUZeeFjwJn->s7xfW9CLR&Pe5%dm0cPUc_{dTZX?sai*32gqgL
z3Y6GBa=>^ROdYK0bwP@T&D~0+!Lh(=KD=_ez5fX&L1Z+DiKf1I1%)6tG6?)x1*XM2
zu~xqrhK~M=VoV9W8;S<2v5Fvq#9vok+x?okw~jQ`n9(3+e^5YT1uE67fy0U%z3O9j
z+NxAS%g~k!8wEzC?g#71EA~I^mR0B>WAh55q3ZsInsa^-Q`Hl^ntC!eU@{uQyaCy|
zAc(2_Vh}Yy_VY``tV8}V)sxW>W)4aNCPMJ>Q*|v^wCcl;O_+>^FwNahxzQf`q{p$p
z-gcs?`xy;l4#X<ToHVZ~%_H&g;RMTr0jsT413&d&L_?S(5g4-~``VtipHbEmXUt?H
zd6dbAnzkh@Q5Qf5CHEb%m-Zngq%^Jz0M}PdN>9^s!lEtBV;Rs%Oz0U6F|-mJ-&`$l
z1w>Us7BJ@uI@hec^85SmXtaJ;$O>&5yEG9R4<#Ig%HL~NG8!u3SuCN2vxcs(2(@(v
zTSklb$3)L?3*9nDim-yBcd$4{PsQPN%*hVCIG9yxqjn_*1iCF#8XOWGT(Dr~AMM(y
z1WA(DSZi@)uvkV<#m+@~b-{`UU+D};zOr;!m-n`pqGRBgASR<B%mSPeHRs?!f`B}M
zG6RRV2{iu1DLoHd_yX#ZUr|K7ox^CT2+Zgu{!k+2vgPYz=C2-bJM4Ap1enwt^0Mor
zgH2%cgnuOVMoXtRoDeuTHXVoSGdyfkC#Bbitj8DKe(1H2ya8?aJ=g|DgJtwbb<hK+
znVd**T}`EFUR1+4jjePE-VGHvn-_E6yrA!MH$Xn|7vG)NYtvFp_QFhGMuQcWi@m$C
z!Y!OhvA$&OY~#r=tQidz;jSmWe5R8?#V4Ki-3PrUK(*Ogj?oaN%(#9I8bRJA5vdma
zVyLJ7%a=h*vchb!XWVvg`Otxo)wKVVerMfq$oVGrG8(L>9J=N%(^oxNw>)$FSMS`6
zSz=h1F&e}igfg}b#o&GzkG{6Eqb-KEGaAA~xfO*d=U#p)*TXuUs{UouJkDqc6Qdr*
z-D=Kt$FoX^1t&3nI%UyU9j1?x+Euoz5{l=32S!i$F1=T-=#tZSH?8~lvrT|6jtc4s
zMnjk~*JYFPM7#zLb^$LQLRE?nCrJ>*Xe`Oix_Z**S%B-PPj}x#1u=XXva;{&JmvK8
zKOxa4STtz>?QGK;(mni186UK&T;>Q9>R@qf5RnW%ooY<$D;JT@;pjMcYOjT-?i$Ge
zPiXCKFb?Iz8uvwJ?Rf{mZCutNSFP)ESqEsX(-aq#>ZxN*bW_~Urh?UEwIw9_sp`8t
z(^Ybg*lrK$p@ZsL^bNL_hOcV&1|*l#gFPosROD{2sjGIO*CM^&J-q9^4Z^@nNqz}7
zbueaM%kU)W(7`fJ;OXBXO}+pZJk8*&TqWeei(8S}#MD?E&n>tOp>w?|o5~L|<RDO1
zBTrfP{paiRS2l$uHif=ufpS^QXsF{hK!wEcY&l@v>nA9RC)V+_llPs8XCWMhyM00i
zt&V39VZ}AKSjFV`LzHk-oD?L{;_EwsBwLHD68(|Bk(>_Y!<kJX0m&OLeVEz*ufL#X
z>T0o6G}Kx-)fWZTlZwOmIAr}~M;1Q$3kEkcYm?CsW;aw%Y&NA+(oYn<bl(1F%r>cJ
zMuV71)D%4tQ@Umw3Aa}$`HFr)6Grk1ho1;3-lm`@e5^C9yCdar*snGgnH-P6VR(-h
zKn;qkb=V68I73M%fT+uiuOie~%DZeiKAgZ14?UJN1Sc8koo_iBj-A4;1>~84#FbHD
z*ChPOxp;ZJ2N(^NA%iN~Q5gf{(`=E5qsc!U?m6`}ObP8my;56f>S{(q1r5r87UA}n
z4^vqzkR4auKn9nJ@X9k9!Zce8{g#(p_3AcotE{UXa`9Kc9c~gIMnjklQOo2y##nJw
zOx;`iA-LZvCgZ?l`Ro<fz`nk&X@|=Oe2W){vq8jYu*Qh_)i)@RO`yhji?xrt%)Mj4
zWi%RBod(a*=aU(@k}03-ja8b_XmI;r5b$Jve@rGAm%C;RUo|)lJ6&#UpNRNPit8#F
zE;GOkOkp%s?>iAUTW<A1Chj1^S$hrGjE1nEL+nfh9fo-oy-J0RD+4g2(ZKb%AN7$D
zD?a4Z*bn`WGmR5QgP5a1&Dzoj>8M$B>`CvQlOh_X7*exhI*2?>(%p~-A5N05ts#2R
zklV2R8Id>~gwOCyNwk}!U#Je!yjMHro=IJKf4muImNgX5LCH3rYjbXwO+`=m=OO*2
zVAMcgNbeOs9EA-Bs8mmW272%+rPNc<5atbtc{=jM+rMfQJ|A)%vCji0;~S$POpFc{
zSF3uW{u20bwnJb?wCVK^oL4>%^Sn6qd;sb3VX1urxHwOFNV|tciJA$wVRzw!_W7)%
zzkIc7Mz6jyo>GdyV}Jk&Da+yF4`_@#ci#NdEz1sg0+Mlc=(_3G+3ohhg0XTLsc5J%
zC<S6f&~{P&Bw)He3yiZW)k2)2YAu&g_^=o~;fD}^y<(OtlsZ|KwX^n?KR4$?_%~O<
zj7DSDGr)9+wzc-cj~~0_CN$vL5|hy&=2*02kon210!Tj^lPA`E@}d+}8p$Xnv}`sr
zyC`d)I$-$^$RMjOqrvK)kFsLMR1O@7{wTbrWaaAnb4)B?G>AD4S%B6soT^Jef&wsr
z{D)3xS)*SJ9j5>C<vx(e^5{*&0fF5{r9sn(b&#0y*iA#2(tJI&XP7c)Jzh8J!%W-1
zjrFv%kgF|*Ck9qZ*DjsA_7$OYo5w0Ou$R$L$C-sebq8F(Qu5-R7aqG$wn-Qm4Pp+(
zA$tdy&|)PjTCd`qzvbms4=)B|Z+piczn)e(4>0diy2c&bjD|3emI-ev>Z+>Y9z*|G
z9;F%ofpkuT*R~jZ(b+PyqO3?anDxYiYT4=*!sw|Gm)=`(I%2zR?k!JUb`{`@yMq;H
zG#b;6AV-|p*R6w^A=1d~g6*;=pj@;Z*S~n!h%&s)u^8`lsD$JIK8CABXBs&mWEp2*
z8Ch-_K4>LR8}!7Ana1m}C_OZqC2HNrl-lB6Pkwt#4{&uYU%WZI`=Dz~GRJ5DbN6AX
z!_Q_$Aros1uPwzB+%h&xb%$MtV+<eGb$>-V9QGDm2dH0g|F{Hut{nbOX5z+k6|68I
zW-rA@*uV)ey-ELgG6R<+KCUSRlZKrvK@Wscm28R~!mq4JTg^yhd0kSzTtQWs@zYj~
z62B+TI;_7*<?p`viPMfKZeZ$fMuYv`<G<){<#D1T`_A~=o&goXhgFt$@SC5O?-!;Q
zG*U`&Y}KILH=7)T{IC%SOpHaV;5zyWpINM=f0dU0Rp|GU-(s*qvZMMI&ihV>EP2`{
z0IVpSug;LJ0{O6ZFKY00+hbdW=|#iH)kS+VjH(Oz8x)9g*}*=Te$gNp9i-bK>jI7f
z0YRriCNsx}<BWow3OaFu{`LSA`fODJNF@y^cQWL?Bl6*R`yduhnKs`^*WKwT_p+mz
zuU)b0PR%aNFi?-O@X+8`l9)0SArJ1sL)&UvY!tc@eWNOE*_ZHWTPIr-Cd$Es9j_gU
zoy3b!;-7{;MHaCP&BJE82sjc`UjehU!{)y~u`LUj4{hL6jH<MEyIyy%CEM&1aV?$h
z48=aD9>K_nWHUI_17o8ehB14i-Y)mpEmQ!8NhI@B0Y-N18N9qwwe0|im7l6zCjXOW
zNQK=-mQxJJtiTaoPceHYUQ&DK%3}Tp%)(^T$u>ox%>Jjm!u-?8)>zDc!>V)#iaeXy
z%G($t$5el$vAB?<u?bqLEj>+1QAWBdMaF()4vo#++p1(P_CuD8sHqP+-8#!CxO_)W
zVJh0&_=li<l!tsDh%+6B-!rXIB{|c-(vH^bZRihC-(~lYmqVr$j=g8|8(wIv=LQ*m
zh7ZSg1zWFb9rC5z`H&`z%>I#CQyz^+YGKWtAyRxq3j0EEVkI*nBAC~H&ve_{p4zuZ
zcNspc<7QMpQ-0BJA$lR>EsmYkOxAuf+F$Ti2`MnVt)NXm{i0{ZUt|Z%Zz0Ci#!LI$
zw(DS9=VrsNT$|?tY<u=dSrBjjp2?iqaHc)rPW!Z3eB$dyXBDG?zWT2W=NM#*ua)O;
z<d%(NIHQCLd{`=_0Ho5>FVee*e`6d~vXzQQt8nZovU<B|$CDEn=vf2-|3}03_WSTi
zwpZV)&U5mug8i*5SGPMTbU?poko~a|Z9E`VYUYi|16Ll`wvtPKHOjCVayNWy&}YE5
z8K6K(jsls?tAVt(aOKLZn7SR;Yvrpr1K4)eFF0!EqqQtInFj%fedcW1laIudry-gS
zhbwvqVn_Or)0Rbvd>8hhBMt|EsulRK-u!dGyLXL+2z~vc#ldcl-I=9&LS7l{Wy&vS
zym#^XT`+?6i?|#(0wc~{*pR<lzYyQlVGP&ZDy=Hs+&yEYG;&+Gg}@|UUlD0ch?1ii
zXR0|WM>;;}VikJP92GM8VhhDlXJuOBEGknEFDa-p{`N5#9>8UnoB~Aj3vn68fzQh4
z&EGSDl4iJT<#YJ7rw++o+%D(b)xkHGej)Bo2iZ<`QryL)s&=^z=NanPW13+U8K*UZ
zEO=hfL1^3(k`<N91pf+jZ}S4v2XJ1n77#CHpi*-rjaU#1ctMy-6t}1`>`E6?vLs#7
z-uJGFd6V}{x)!4NW=V5xZ$ry$363VrL#>Dpi*jw~7q~=K@xwJ-C_+=eXtn2(s9WdZ
zFr0oNmhA_nXhVZHY0n0WG;Uk?R(N~62su$U(?$Fb)aiQc@#fy;<KAup2K*(#Pb$~)
z|AQ7tgP=Qfvv1l~TMMuWA0Kf{=d)fmW<F&!AT|G$UmRy<Y3<1gh#mPzd+l)#h`x|h
z4jU+qh7{g1=@m$!p<ht#oQkHGJOI!Vu1tk|3o*xb*9Mh4LUi~V#j$}sRe_&(M6K0K
z#4vj>*gmfD?|wV!r4ILAAfRmhf}=~;Rr&$5lo^laldlWXRz(t8T9ghOT+2yqCqphT
z{X%TG5yh-Eu|ZqGjuGV=!74He&f@A9&BqULB(%~1+5&dIceOLyAA;{CBlG3y1rH;g
zD)?4JN*aIFV)-jN!R6O@>@wNh{n{ztXLe99tbU<>fU1K%?b=<eFVZ&aWM6!Xtf5G$
zdce~#=p=YCwmjR>4-9+Hgh-B0rW<H~#0|=0fdGsKc|9Bl%wl|W0XxYj>}fMtVoKvY
z3zPpF(srfI0tqcm@~n~3$uR@8s&yKUK?#jVnze!C4iIG^L16Fkcl`SHiKljv!S{h3
zZf;C_=!w(SD0YqOt#%p$C#x;fLgkE(*QDY}y5MGsQ(HxFuC%!5_<QUpFEZ`gF&gB9
z+)b62FlLv+-5W8%cQKWXyi|LomYOz-7!6^!_ZYcuAF4Fdus>FDaND)*7r}+mpr-<T
z?(IWHPxuf$j;Vm)o)*Z&(ybMEEbw97{oBY;B(DgvrZ_KH0J_qoS(t3DwppqYB1U2G
zc1!qMJ}f%Du3vyt(hv6@N=&xOCC%MY`hWmk#_W`7|A3#hkWQ@H1jOgfs8yxH#&s{y
zPV!;>blw|h?&t<LqUjeg2c~OK(C$R3uGslHWa$@ievpK@#B?2Q1C5gGDC^*H!r=vO
za7R?M94|1iN5C8>AJ&BCix!Um8B!_f7cp0sWbcnm!iSZ$wMn0~H$iBUe$gd$#+kCY
zEJ^Z+@I5WjZaya$%$KxTi?=T%^A)S2mUB<Gj|u8Zh%Z8xe$nMl#7}eR(>h^8liq`X
z7x}OTT=wg(1H1Kr<Xg^*{tk~5J4NDUZ;>+CLc^GX<FTpua2EaGPf-(Nh7948L+5^}
zLcq3}Y|j9F-5r=LAI?eSj$x~G-Q-pWec2gC<a4U8TvLIPt*fJLKZhJ9dpw-#_{`3b
zBa*v9;`ty7U16$kLl-XuNt9s12@(|w4h6jwBssOs&H*2t4+VXCWXlJ8-U9`_93)ZB
zq+KB^|E+(H+kD-x(%UMzAZ?>2lM`ZkRKWc`_9Ebld{~d&)-M09`yjL2FKv7Ed1c}l
zU_-gWb$v>7k-?hN*NpEw9!?y^f+Q*;64qaTRgGBm&Ub%@gr!K_ZS&=a#?M=p4JuFv
zO$s~M07B8RMq<4psf0l&@L}Dt@8$!BZ-&HN>(|~=ICstgVLrli@Rb$s^Gu)OTOn~R
z>)6ICw!LGI?;EzJpE+$~>72e{-m%NZjVWm|1rkN72!R%1-m!WYfbP5H9jjItAebGp
zM>Q+{x>1;S>_zV$R9$okT*lb{gq>fkIlh0GcdYUmz^Pj04Bf{SZ;Z1M6Ol=cJRvsf
z?#A9>t8;@ZZ!LHgj<M^ZB%{*X)kLSo;NJI|8XIz;M{49{IF73qLtX_wto8RbZoBRM
zMleAB$Q*mq_~u~|SDoR`63Q@vSS7uX644+DnMHaA(&FWs^i|ff#`pfwAZ+!tPA)q1
zEGWnkFPDT)Gn{kbdB0`tmlf9Hh1U`Yd{`6%SJq+M;6G+H4QugoweyF)I<Dw^AB57i
z`>`CRH6URMoQ_#PcTHaJ$L|B#VG3Lw_VJ=9&FfK~FML$?^~j@u<ga<_r#I=O5){jU
zI2WeFWD7W%9TQck%HXh9q5`(KeWs*N#$=s;-_kLW(^|{!lb^ejwRiGm^fdYYjM^{X
znGOY9<HD}Jqt%SoFDNRqtj|%j4#99lZ&{3<%5v$wnXL5zXG;%%!bi<4UJc5N5-Cqa
zi>?l;F!5TDoY}9M92qU%2$HLX`D=bRk!)=>E<&>Esw?owlZfI?bv?mykq>9{<;9S-
zdF3zr{k1h0l;pcXXj(6*8x283-wKi_E&q_V4w9~ZMrWqz3J;$g5bsK^{~~AhqFN}H
zMF24x>W?K@{qFGaVbWp0yN=6+9C(PymOhLIF{N!LGe_i%gl$fUR_2x{4R-xvsIdOa
zVd{;N2@+gR70!a+RYP>_S--&TsEV;EXsE&<V-WqPuKR+0e;+HDs2OU@Xb2hONBG)@
zQZ><V5^IBEz-S0l9+Y*g*IE^^Wj}=WCqAr^{X!eh`x7RL+#LthUAqbcYHtc+D=iC2
zQC@ve?4R+*5n-`Fk@Q4qz=yk&sM@wFByJ6&P^;B=Ss8MCvi2d+X!)=vmoDD=<D_0;
z>)Qs)8s<M+8Wsx`itE}{X-qqWtutR5RJvvT>0xn6kVM@e+$C(CazS3?rPofwle2PH
z^EfCd+0L*b$>Zu;tZOprP7AJ0nlra?lP=>=my@Fus7vIS#-)d2%{LO;u-EWmZT|Sf
z9pigL0*+5ZFLxWb4l^1sZW15#`STR4Iv}+2({(37zHY~T{TgUafe&kCZRo_Ii(r0J
zw$c7>1!rL^n_`r#?rlt)X5+(}d{UF8Bc22U|D)ZbyC1s&^LSnx>?ca?qwJ-RLb|uz
zDVki7YTPZS`k}W=;KRyadvWP4HXOt5-1*a!{$9|XI^k`oN3yf06Kb?mZ8BW&RBPB^
zR^~TYpsGUoBo(ertup~y-yYlW(IHE6sI>OTjQu>NX%Cz#EVvV`?Fr`~*7}f^E_c3H
zmNFP$$41V5r{`(=g~f-8gKllKF-^82jm2}YI?duSO!Mtog*LKh;(`Sq*1}63zHCI*
zz_4}3!++eGo29Z0NXe5&Za<KP*&ATVAs<#KzM^D&JPcOn`#(JK)wRXgbP`nYv8tP#
zxbWeeRnH7tm%Z8l@lDsaA#xNOu}z`70yFsC=O5T`4~(S;Lo*+a-gCGsW^zbAgY=C&
zYv}5ew@&^wd_vf|ep~p1lg`6j$6qSU7AS=HpuAny<0rm#NsgEv7TZ-Vg8~MrozzJ>
z71oNavNKV9+R4SV$<}OSuZ9UvKCJLnr{2Hx!9&9Iq77Do-5|bD^-4jnyUlKkg?4}q
zUNCG8rQ${5o3I1%VYS-a?}ca23We!qw%8FYN^P~nQbE6nrxl6ojZnv?+Jr6rLbXA2
zTWmr4Mk*=r@2JR+E<L$Ce{iR;^<>S<7k#q32XLOPx#%2{O5ykot-li}mra#>Bp7O>
z7HZ&0(=U#I*;n94j!(toTmZ|?9SS`Q_S^Bvu~}j3^%u*U9RE*8EpGPB_^}h#%zY})
z-G6?&?a3x#YtdUzt$Fp@b|iLoU)dFqUMW$}YNL?|13ToyTDv^2)f*p!lGHDTX<j)N
z;n<yisc*UA@!jdQgu9y647K!&UQ4)3)yB6U94jq&FJ$Q#>QFq8nar(=!>w=?a4lkm
z3>L9l!LRb++}Z$^zg{KG=HjAKHvo-(`7fG56~G{5kx&xl4nn>Da?%`bm$#Bj)#92d
zUMrr_6MhZimj&_Zgu1p}bhA7$5sZc~??I+{1M_JfQGpnZJW@zUD~EpEW$M@?d&AgJ
z<1G~pm2@wb)J_c!Dd&0)(FM6IQ}ZFjc`NVOPvA9m3Q9pk1+73fRVX&OqSbig=%=q=
z&;r!hgUg1OO@+!I>i8v*1>$F<_YS#NzHJqqSp+_Y6+gUj+Bw5|g*7?0L;Rx1-RdZF
z1hzEWG@Y0m{%$9k&h|QNcUw=piNhFv;N`D2Q>=G>-PYxR7Y{b^m(ftOpT%<8c*@cI
zRmHefB`aU87vHU)yAUs|X{Z=H$sr~OxvNZS;MPa&mTvsv?1NnHV)MnXLGE6ix%iS3
zzK4@ht$vu=t?9GfiM!Ye@mr9)YIO#e!e|?ss)J`j#1vH>S4rHFci}a$Pjld4UeWE_
zJ}m0yaxw)CVd7a4afZTlb?~28oV{cJqhTgV{(b!W505;=#Y{m%m^d|v?}C`hi3x`8
zT^*myn)@5(z+xkc(GcdvsQhzOk7H6Ad1szm8Onn9&9V3V_117qgv7uZ4T0mdBz_21
zxOd&3PY%BvD%^8U`!8So19EWcVS$wqzazbO6ft_j$C*p~7{piiUjhDy-J-{5UQ=MI
zGov9)%=N8z7}R3KJG^v!l%-z`{Lp_94PoQ%g?KhtUwvN4NpIuPRBk^o8p6b_4Y5ID
zdW^qoX8wG_q$`gOTalOQDt=i%gm{pOhA=VOS)3cJ=h`c8>~ZHqZDC8N{FS4A>5hW-
zEz)@ViqQ}z#vqFef|&OWm~_TRecFeu(;ELe>FtG>#`*goCZi!t+)@!6gP4&OU!QVX
z?8vaS>W0PH=S&+4n2wXr<tL*dOpJFH^MaTY8okw~;KPH%)~1`SZ-yQl0?eJkdNLZq
z#0?p-DTqnS7nQmI+<@Fm&1eV{_i4n7LCp96dE|pNr+|?c>GR0;701HftoDJrZD%xu
zi5oa#a}aZ9{OJMx=N5#mqnjUl;!~x#h2Z#AT}(zpn7FwkUXhrd4IP!h2~6ahf1g!;
zf6-xpskQ=A(P&H|V+luKFtYbRvNDRneAF)ne~<o)Xb4kA<#Z3a({v!U^~~(si_SV9
z?`&r7G)9A%=;e?Zj>RE4fqJTG{%U>j@4vr5R$^j27xzn%<5R!P=6)&tmy=NUHECW*
zOnFeD3FL3b2qPa)X%((tW{Wl0mtJF2|K&`qOI=*KIp_GhVk+?3z7!ZEAJp~MKGTo3
zR~!yW5tlg;Pj8`DFCYCTYD&`4PCd!Vr2}NF<bIc&9nbBJi<wiA<?;wnjt=rs!98|s
zEE6Br;(fO6f6{BPD|p`FbvqXQaz<F(ubSg}6()2&__4pP1G8f3kdMZ{e~c9t4=57X
z4y4&5^zloVEv~GPYa+?XexN-dyc=CoPJ_iZR4Dkc)Rq%$@#&Y@;vWT_f`)`i9=Vpz
zB#k@*)igdVwFL=h{ngfWa}d+N6mm~unf7r}$`sAAEUa@g%`zR>3SI1et8D+(?$Hvl
zOu@TsQ_23m4LMo=z728CDx(p0&-IJutXmKp8`OLZ^A^`(sopV9CNt%#gI39&kUMAl
zf@{PltBjuTG0<7u9K=@*e=}rFYw<|o8|U<rGAi-q_Qs!z3*C^(_;B`jJ@kYx^XXm`
z#8;*<+^C`q!gs)qZXB#LqajQTNES<in6zb3`svk)${xQ0W}_e`qtTektJ6%m>B{gh
zs2Y4;rmG4;1_d?pv4DCi?V+IpvSA!1^F4k*IY=8xU!`(bs;wk&Sk8H*^YOzwMnIY!
z=d(NE6mPq^a#F9KAkpz<V^-gJ$BE>8c1eamxayXDw!(qzWa7$;-}>bQgL_anz}i0T
zbNhi^B{Y!bISp}@Vy!zmzv%hUZ})TnXVIi<Mjv?N!b#F}MRAa96HS6_rt?N>d-!Ke
zG%3lE2_jRGyPn#MLL2TqWmTWBbA)`7TOD-OiceK_+!pp-^w~XEJ_?rZxcP&BY;aHv
z80B<C3L5GNJXs_zR+#QMwhzsJ=HN>p1wg~a`TyDcmJzelt_lC?z6Lr--B5XOSbTyo
zUPDk_Czu_!CO&`Kq19tu6=|a%SbVOEbq5Yb-LKy;>+k$*Ou58liqTM0@O+cFRAIVm
z`i8&X>v-f=Fj$*iKY!To%_>|>mp!k%xn$<a?SST|CX*KQdbd0*K2uF`tEPkmQd{Yi
zjZ`e|Vu+7au`Z<YuR+sCg!(-ad)hV?%V;#F!1J20wG+^DIxVXcA@CXuIkr{EXb5u*
z_B69?$PMt#@ac<ZywVuz$!r@&gP3xnm8p$#3sh9HVXu%jCiIJ;#`-VEB3U9W2Z=5d
zkvV&XZcnhY6$UGZ(NK-ist|t%1#hVILqSfT5jEG@OBP=sHT-yFn2cNXS|PA^9QDm6
z>{}`e=Twn_<J+q^)$9ZD6kqLnvSW4@l%=O>w~dU3FlFNSeLR@bs5t-XqY}N2fNRyZ
z{&CjHbN|HD(hY-ZNCkVruA!#UbF(Y7ltM<u7Qv8qtR7c0yz$4zw-=8)Fl_a^>%$d4
zMrKRxBzsF{R$Z<*>(c96Q>+13Z(XtCf&W0w9CIfH4YgLr1FQ&+t)Wl;nBV+cST7zj
z=jJz;K7(V+!E~F#Xb4kk+Lb{Gpftr7{r1Th59~k=I+$*+FdD+dXyIh09tXbeR*EBy
zY(|o)JyBfQpjDV~L|Nw|HVj%ugO!ycjhW?=%^)8c9F&8*<r0Q*tK=_@)rl+sBU$<C
zgiKHUVi>pjFH65rrEwgJY>(Vyw@}JpYu7176Zh$Wd9&EcgswBwG=wP+TD8Cw-I5V>
zqRrQTbc^e*d$0ce_Ui{h5m~{Z#b~Gqc})bE)w+m88Rn#d0v<!<BFApOE8o9&$-@VQ
zttUortQ)WxJXK)5N<L!!L|(8kio!jlf4A*hkN*PA2}xdyY?rscdFS94pZ{*(?v3Cq
zg$mS^8;p|t5!f6{Hg~J$czHp$xg)b@)xrC$ZUWnlk8J3E;Mjo$a<t2@aTMWtK{pHn
zKJhepBhSY-b-i%LoVKviQ5zBJUO4&j`53p;QZ>vijL{Pp-IjUXaCULO{o=2K^{3Z!
z#5lZ(D(UH1?I`ydC+u@74nG%dl&rZL<*)%uzIv}OoXfpE6t7qxhFAippKQ5X*U9CD
zbDx#!>j)f)s>IwvDUhgS>=V&KmF()Bilbid-Fqnn=~b-!WYpAX5tS@3^P8gguEiNW
z;mdRA`O%6B$i76wA3DuVrK!yNuOPPMg)bT%)!=KeF~)(YLj6<F5dI&?_|}MDRaaSS
z2TFMfl^H&)^;chc#6v4y(%F^pIsm7X6f{)IE2zNo2SjUP1-@3e9HW>C{bH~?^k2Sf
zg9GB}6=z}J*7WgTp%+vrBP_3-foETd+TSB?m{kq)WBG;>`<$ASiA>9%Tp5MyUgMBT
zO&+21=^(X&fKJh?8MvrcjUKnjjE3-CA@Q0aD&loZ$hxuUyTUsgfL_z$e50v3P%UVV
zTO9jb7bm$PIw=`;2lt3iAV}bFNaNaI$q{9RgW#l|Q=E`@(&Ve=q@X8!te)ti@a6P~
z4`;V{bI5vY^?eT>e+a7SW<eH_nm*|0@5CeB2ZeRwc(++>;?u<nnT)<0*yX;Sxo+oO
zceh;kPRKgDY3uzaHAB}mGszi^#<cg7N)*zfS4140;oQyW>I!`V&U)kfoQnAaz(1^|
z?iEz`2dXxvpr^tLkba#?!s*g0_W<ndKfmU&OB?^7_S<k2*tiFx=)Jm&(G$Mhm};l`
z#l`>af|qK4?*gOduH_XIqNDq|^}iAu-;wl?=76I$Rr=%<I8-j;h_1nMYtO&p$M3pA
zu>Iy|FFkq5bW96<K#*6AhA=<DA&`$Jwd&I_+CU*o#nADLhVb3K^G;|KH8t-x`?KMN
zn7m}IIxFw;fzc4A+h1NxW%a{RL}d^k3Ycw!d|)($`2zM)b9IQSK2ET;mVpzDhDyND
zg=BVp*vdzk#>q9Q$IZsGYAs0oI(zipKb>g2{g2ULeJ7&g*@kmZZfUG0Q3)46?ZxO=
zi7qbybXL5sZewy}u$+~-?>Qd^>U9!USQ^d}(yP9eo?E52A6Cglx2%FZ>?@~m%Jcwd
zhGlC(^SL*B{ImGs)B6npg|2U?nJqB&Dohe7Xo!uNdMViq&R3U1P(j2~z~Ee{Gd?Wk
zb$|#O{X#1;*A>?_+~f0&AsFTQMJEk#Npu(y#S>8-q%S=`nxYDeceTIwkjLRjhJG<r
zK{X$8kLwp+1ttA~q>z%?c=t-OiPL;v;NDP-+v^CCp$B$2A8v8OAOYrWKdb7B{5QV`
z51hJi0Zy+t%XN1?Q_dAn7I|H}73g8Yhf_d1h<z)y?!0=Vid>boTaL1xgLamdci-Gc
zP73{E82I`xC(HZ>SI!oo1Z1WFPGj{cYi%C&bY<@mtFQj#h6^p=C-ZYL8Wa^dh~%ix
zLQWJymgPVWZwiCaF9ts7zkC7l5*oK0lk()Q0a~#y4Ne4xzSr<mRe=o{WtU`1OKd2r
z3TY^w3S-Y_=`niZip<W^*idcti6=m>UXFNZ2-e(z_l@6jO5S8x?H$nX>rsn82d_Kt
zKt_X@r(@IZmZChc$_5+TptaNHvjkrP;M(8eTClweum9$&qv5oienE>D>D7h3dC_>Z
zawcTOa#qgXWw-u<KBac7z;@)p*$h~0_eX#l+n?B)30l3ZhnOr)Oz_^*8Lkr1Ck^Sy
z;cRh;vLRB?5awE3P5*&X<&{F_^_?wx2Qe89VQxgse_*i;nC=Fsy0Gy-;H}tiajTnG
z;?>>P2c=o<8E@5X|2iZt3zATbnA#uvG^CUFNWsL1r4G-$8nSN4c>K+$A_s-FT6JSx
z+w91yoO|@4Ve7|kmu(yKg^;cjDK0Of<HZwnE_ZS<X1NfB10R-(F$6E``A1xPRQEfM
zmSa?Y?6y236+LkZFUn44%LsQ}j&P&T3vbKn_VNbsr2ez=<jX$Zp-%BrB}E_ABPr;q
z96T5XmwCtWJ}F30qN8R#8{f(S3{fd%`&LCa4}&NQJsxB#|J>M&YH*F2hJ(6G4Z?<1
zkXZ)q^UHyR;p@p(&WFCdc%Z>tn^|9@X6duJ`uk(?`<CAC_3GPeE0G6RZ+TLq+u&%_
z-}};zc}1O^9ZH^Y+oo?&)ENzxaRVkC>8R@{k7VfGc_)LQw=B9(RNvESD2vfhS@LSu
z)=pWh6j%J!2!X@_s@ixt9BUCRw)O7$p^hrX28n_o1C+%LyAz5@A4@|)O5#x{!J5fb
zsbDOs>Ll2o`?~m#o6md=12tKd7!5W263k1h1&PWKiG)8(pt2>w$)Jyl8wz1GRLCvZ
zli3b;o&9dtPQ7n<yAOXE4sPHUGuqT_`~o&L94Qr8IZ+g3nBs5JjT6>F-42Divrk}r
zLnC6>#;SbdLmy_e7LS}$bIg=UG`>zms7@Tp86_-nBxz2yOY|e2XOIK67=hYqAk04M
zhj4>w*UUJ4fVH4$*eV%U{C3OJ`cPdkQD3r)3BozrtPhR3<NnWOJGT^<K@d;B+KaQk
z_`R4^u)I7(^h1_<J$&P``n>x5R7g61|B#85|0KYfqq_jRP7G3A;Lh-jUU#)TS0lm-
z->uKFmrq%G@#C<f`DNNQ|0J{9fQ+7^FjLSFCibg1If$uJje>hWd*GT|M=ruJ2}kZ-
zOh!YP-H@s6y-d}vawR2RPr{hL_8Gry40v*$zIS2k<cBRyB{3Q*301A=uWIjF4N73Z
z38^#m6Gu|e5GIPJ7#74-XLMhOLHbnwDc4TL`&pPKU^Ik@k}8G=xvUSZTMys$*K-G+
zSmI*3TxK+ciJ~h?f|$zt1aTV&{q*k8ie5%cMnjl*HUaWjO^HElPOPfBcBXmvN?CYo
z^nC<tWin%_R^=72g;*)?T*v6Cz|~k_GgY7`nSfV9uKe_;Bfh&A!YJyBul((x>rMhL
z4Gk8c=FoS+PrG@1*5E%N%|x*xaaBO^o1gqv)E?sFJAHRf^$mxI-C_F@)*-K2Bp^{r
zO(ZIlLc<7ll_*QRMe>w_hMM>$!e?uEJa^^AR!IjTCgz=nzZTzn<Y~}4XY{(*jE1nk
zL+qB2#oCj;t)_OSjI?((N|&GCKCH)MaLm=ZDtGmxca0zoWMkdLSjDOo^i*C$w8w~5
zhTXYQnc>ZkCqOwan^ZOX%<G3kb50DxGa7;~M0j9T3_`ddd5>h3TdjAW{p6r={fZ#?
ze(hh0_wI+_YdsO56p7KQ9Czp(G^}j==OYgYTQ5G-e8>$mA?{#YkmS`PPJS)2y?@vV
zt{dnIg@CGvW02mf%O{`m&cN3jjsWk`>d%J76Q$6+i9yWVSMNUOxIBpGUVZB4w=CY$
zBYdbcU14X5Q-kDp+;aFA15O$ewpzC;`SIxGp6R3&nkYGwE9+|Xy(mzZpt%HxPI^vQ
zw553rY!f}Nplu@ts)AgNr|nE@(e_c>#c|!JUY)R<X43`C;JCkJx_^cIfI3=}x~v_3
z+`{)UKQN^h!k)|wR8_Qf#eiT{89fz;brlh$_u8jKuYH=c#i)8QH4R~Q!6xLZCcp~A
zE{{U=0xX<x9iYy#ZhmFZ+D9(~E9$K+eKx#tA>NuAQuwa4DIK>v<lLtwZ*rDa3eJY2
zG)S%j^TE-n&NBZQ5+|8!3?V&wPf;s1x6s-18vWXEf7m@Pe6H`DmRSwLVnnbY9a(0n
zOU3s!i~@b-v8B)Q=y5d$In&bVTzP^ga%NqkHinn;xZ_eC%mCN7ju0l!9**DV5NB0-
zY`6AmdWN|w|C7h>|8zwwVC$qH6KJ)rBlN@&MY0&#iVr6d_GckWb3^k<#@*w?dib=W
zF<npp9o7L)z5MzOXXLo!`~<9`BmABWQQiqi_mI_i%}vA3JF^iDG#lF|CI>mr=!qZ5
zPZ2|UFaFkoclT*NAC%D2M{j&>&KYXYREiF&TQNR}&*%xiZw53bTk%^RxAm4&RdwOh
z$Igeai}%|e_S{!<a4};Cu^ElV7BUxL6UW!(8-0}XL%$fDL;5er$MKQ75Zi_tfW;yy
zk%vTJ>O<q<2u6c-l~$1qAj}`BQ^fC0*PO)1obTE-=PFoQZ0Z+-LreeV<VJg2@<C!s
zVU^j!y_!v*#<o;g4qhS799oQq_#pG3%FOy+OiDN724gTxMnjnLfQ(GG?Zs5#P!OX3
z_IXdev0~&jIYugQi2jCidQ(bH>az>kS5%6;(j{BjV!kMGw2G|jT5oMIJ_D?bqK&K0
z?U0F!29^n1>Af8xq5-8Q8I8~)p#)z>?V%>KR74@H5Y>J~p41SMUMjjpx$cxBt8n_Y
z)6O`&4}@!fJa<6Gego=ERp{LP>D?E#f+P}}M*H*JV%0QoOxW7zmyUgk{;YM2mHMqs
z@PH57@-&P!Mnhbc#seE`YEJ(gHgjdXs_|MlMuV8LfBT@fs#&Sd0lZiJ;Ie=v#=%A&
zSN&obZ2B)Jwcl1b*hnZvTq$CA0P7R#R>{IYj=riDX31d#gV7Kp=7Y2+^GMJmGNjiT
zBT{5kb}?{^E_~z8M9=TW1ALVdL$?a#f6+AJL6khN-?7y@zn+-9>W`51{l!1rWL*L2
za~@VC?u`8OqlFjk{29i_*d2C{#;e9jsge!HOzKG)sznu*`%bSQlkq`$3!EGW?}NrE
zhn7JVQqT|+o`>P-4b}3OBIOSsZeWcP)>qt8QqWK-n0H#-i>>w==M+RTLtK~l<zZl)
zYZ={yIw+Uw!lJ0ymsAoaW)=^rl3c?@ZQSOCtzkDTEcj+$mAwV|YafC_;K_*XL}q&X
zk9|yqVIF6(N)_gc#Dsr-oA_ucXr_K2EicM?8pK97>r9~cNt_Kqpx$*i`;?06fc2EY
zZl&(X_08(qO#auQC{oT|g$R>mo^8c3{|(&J0^WPvQF7O`6hP|r+sjXJ90^S23Qb8t
zPffwj6?I7O6$X7O#=7g-cLprF09R_W6{b5(7!6?}XT=PK>Gp(Dg3pDl&z?B0!H+NE
z0Cq4_&=BS&uq~d<$7IU&v0R<@1aGyzfW@HP8I8u5q9>-SI(tMl=dvruehK^VubmM2
z>#LHnZk<!m5N0zJ6UZLyBzO;OQ7b>&Lm?+8?n5w$S(qB5(b#Gw%O<0@TOal8dl!H=
zv-IucAER1hv=ZA<XEca88O25hp=TH1mU_LZpFKO2hWhHwOW!W0#9oW4ExVweY}je<
z^-AoIK_>!sJxRQ24WwTT_11s+&bvr#y!0lSTTpM#>a+*CME@35Ym<V#&TV-MqUuRQ
zD8Qa^yEl$R)suT2TW0caQeePUlI00aF!Um$A<350A{#9_ah7#<i_7xuta8(6VKj(Y
z01D0yqvn*M{a(M4vYNo{pkL5gBk51TzHSkzg1fJ$MMVU10#{*lF-9cI>fwXFq8BO-
zy?f$YwY`q>kHCks*#`-elmve)eaW)8p;%mwQ%oc(EJ$N5zp3X#DhTT-<||F;7DUTM
zz3P}P7N{8^1r1?F5!2ySA+%HA!%-5;^}hdd(0~qR3L3)128xS<_0*Y?oil;3)1di3
z73DSu<KTfA^7dRGL)eG9AR&*AH;eSItrd1zU2SY|q7u@<`=)!Qrw!7{XsCdLpk{hO
z>~gdCg+t~Yu`e3Dvz}Rc+)UW{(vr6wH!brbcnsewMJYa|qM9S~onS_nUS~0Mrp}L`
zBf3MKeEeZFgqepMwV9ETc;Ruvf7da2KJ|-%FZwTEmI4%EaUP0r?%-HubrB5~@3L80
zzaNI2oL@hfW>7|>t8HJ4=p9R=(+eTuQP|a3`TEOZGn=6$jE2g(4a;f;WsQOi_w^T&
zwqlke{yr?EQ-4Re3uBX`aNeV){?eGbthY%XwM$KU3QKEOthCvvnbooS3t~NND2UNe
zK_6p5xw=_Ax|iJ7`o(~*|8hbe@04p<$+TUF-dv+&J9r7KUkxQN8md3uW59=;+TRC<
zw|=3~J&))!1iA<0!|{v5X;|f3+J-00WCQN;kat6Jd^oB#sa0!|$dAj=wec=>C@r0S
z(dfgB<f^m4)YdQ5*uRjSjr(&=z<R*ILq<ce<Drqs)&mlW%2+f$LJrkv<z6qv<$NO#
z=T*;s9r8F47pj@h?Hxu#HNPFZ=NaH4%opx7Pji7{;G^!eJp+_;GP^c96&8Mqi(d19
zeMjY7fE>z+jD*dX*j{IhD`Q^utG2`-MTU;aBN1L_lu1TUmA@M+-&|E*9y>6!fDJH%
z05KXW!L5<E1+*O0apI8ALUk<;A~lj24PicowQi<rJxbJ>*v=~SuPQBXpmx|&6s@e;
z`z3sYO~{S(udasJEd$fli1ZvuFw~#X5Q7?l*n`EZ(Ch10Ht6du!m|TPMc{2vAoc}`
zx_GUj{>+(c0B1A=?&?af(5N8`QElS9);quK4kkAj8b(8yeXzpW5u7Xy^;O?_PK+4p
z%V-GORo346DxCrGJZeSqnW?^vhA>aY`sPK(#6%6)M}{izS^rH&_*RjEDG3|mM@nj9
zbrlIiA#8na;0vRnHdJ6CFplcVN}{3$T4E@Hq*$@y6O%2;Xs85K@Gy=B&VbXR^^c=8
z&J4&YelwzH7TJ|Cv`>5sk3HjlmS^G7jWiw;Fj_(#h?A3(f@o?yF+Hx=l_@?Z9yP?m
z?gIp016Z&9tDbG|X+R-103X)$sW;?2{}cFp2Rzih#I}!e*MK8n{j6*;@2pBY_=VS$
ztXzG6PFM^8y$Guxw^`)uJTlzp=-ARD<eq@+oZ(o7cfjm{X2~0p@nO-a2gOXx#B?wa
z0;b$m#D}%G+rG0dYz?O;^bL``Sk=8CH=0ev%~C)Ei4!r)hNzR7xEO>ANbfH`C?Bz-
zrEqQJOl|J6k0S2$zN%g-cfe@)=8(p_+A%^R<(1JIzXL(Jb0MLY%I5q&#+6Ej+>NW#
zEV(+>;h)3MUx5$D*GaivpLY#$T%L=IgUfk!r4XcrYdZ0vd9$BJ2kbobfn*3g2qhoZ
zxWCVuuyPcHxLy1FXZuea3R^m?`?S--+I-5fH=Vup7`OWtBOhCMy#f(SB<iYxnXb83
zSGuh070-VFw?vJvx#E&9T0kwFB2v&$SKWg}WJhEf+AwxIfzFj&07uH&waasbHHN~v
zQrROZ=&79TSWX+sct{s$<9aq)8JP+<Pl4~p+Z+l5S8TzP{*G+8&0#cD%x_psD_Km!
zvBcd%+_(~T5gROUJ|Eif#`3M0H_9m_1q~H~5-9EqN`pF42r=&J^ubQI;x2y}4Pow&
zQk^3!J|!BjsFXe&S8J$|O8W=s1aXFJ3K{}G7{T)+Di*Um5uXefa^r|}EB1Y#Iggbr
z25*IaA+?GE!aG`%5j~aF7JHz1M9pF~U|7{g;YuUFM@lISxE(;h)T>uLG*p7CC%tl`
z6xOF9>zm0t<}LlRnJcO|io^p-R9zWj^n~w<wwFVc{X^ZS1`$nq8QKJ<4bCA(Px!^y
z8+j4EtRLizXjh-}IgW3>FdBkSAbi_Mab0a)w6b#Mz!~KbW@t}~@pATT0q``IlWAkJ
zd%G6z&~bT7GlPDaE$$EUU;pKJJ+5|@?ezexeG)EH)E!?iWG}q-wZ~q17xT$F$~FZJ
zF~#j8Z=Y(T)0yNjzMjoPjD|2<VZS?mW48{fV;<G+2UtC8IcbRoO530cj7qJG(^m=%
zDiblplS=it^op0@*H;@puevMtAy_6%mS|c=>amL0*Hl_Z{5ng0>?mrtP*TF@9@1~d
zmF?lk8SfBAL(pigiF<+#(Z+`L&G_Ce7JUxJk!BuNMXXao<ko@F6F#~s#0?7H6-;do
zIC)Y2b{Un#rowgE@fz^H;~gQ+6onm=;(IC&zZcI0+e5+YEBbW#?Uns8y7Z}F8yF2?
zV&{pqLCoz(XRkWpP6!O0``mTmYcA>ym`j70jD|30V2BhGTJj@kkMwNucSgX<WHf|%
zmJySdu1d+Tgei+*G8)1Zi1`oJ!Mj|f`BNq7z~mH92iwkQ2=jd03&?i{gEkL*ic9qc
z<R8^9)L*U)=)Z`D@V`R*7IJ{cakxN9xQB+j4({hV*wu-XdD7JnZr6B4j?q(bw_*Sb
z>q_#%>0wPXc^qxuY*{^N`}%bb`;N-N@5FOT4Bd99i($a?sKTaxhVH#ybwvsq!bCe<
ztWcP)0Uii<`~onY;bO@0q}K&nL%8hls!}z_!8V>+608o14MBmS*bgO*uedYO)5x(L
z$8OST{oUpf%k;}^4W5FASb!U4;!?!|*AUaG&#bbEPy8K!3G)N7DT&b#<^|HU(3XXA
zDEJ1Dnw`Kuq+bk{m;Q@rG`!e|%bM=+@L^I?-JFUZ7v25~DkK)y!Ds+;cgKR`C&HO@
zP`VY-iIsNQ#PSl6m<*nT!>eZsndYF0^MkKE#cf!o=@&yA^j}1SZP*0NmWy!S26g)a
z81HIy{|=JJ+Q4WKvo9>hWvqHK!>UY_`6^0`{AkyVsmuG~Wx~v4VKf9PulH_bGgOuH
zd6Pa%`;wf)s2bwMpm;NSD&cHc=!@gfo8VPY6b7j-%IyTT-mEZPsb(~U*$$*5*>p;@
z1`cdmcDauqYJ9ELX{$E@llugH8H|RI<*d(yuXFCOmJ_~!@PB0=9&ZvpMuV7BaM^Fh
zRIUfeL%4pwpMDrM?GY0uqe09w5L3oC=fI}$R5(^qY|j|7mv)^cxb&hH2d714_I(tx
z)V<T&fUzuEi_uVp@ft}nJcvmSAeDcu2{3_SG8&C(UxK1FB8aJu)599=;ZrX8Bzwqy
zCQL>{nC}B-vc;$=aEz%URxx(updoM!0CFlBWNd{#zqrE03bH!%3l;GhR=XrvZ8~f3
zI@K8~7>&lPN5+=qW?en$bGQcclTPy%T|e+HlZ-JMz}($As5EOJ+j^`PJjcKaRGhb?
z6(Up57}&$IJsWzJ(O^?v0~KIj2=bk5I;x<=fJ|yezZj79UycKClbmTKat8Ko)6s<{
zWbGvQ*WLn&JROlUBT8)isZX>?K(>LQ%8Z7XaVY|4MTRF#(8~DoYzi5m84W>SkI;Dv
z*Qi9;WkCjbMnmu$5Z)O`0B`1c+Rg#V_2>LWm_<f)>=Nw;T4EZjjD}kAhAcuQn>w>D
zR#Q8e{AS(IPQizh5<d-fAY0J@G-I;WNO^Fw6mK~-7s5Ky&>M_~+96NU<wi!zVLTR(
zYWg*rvJlePc9Tu$k4<P(2sy|t5v@wm2*zkbBN&ZtL_JDQU!rFnJN5Ws18Z@)#;htv
zgP1Z!zRWkAHF(r0lTy&Cn|jz#T}DID0-cmCX@J#JM%qIFt8d5QAuxErH$SQK2)~9b
z{W4oT0+sQ(fAn8OL-m$Z^`l7dT@|bREU;IjZ{0NTg3)M98*?Qm+o{X2kr63mM7!iE
zjkcj6MneTXgQD2FV9=2NrxZ$vqOD9rDU3#!Qja9+`$MhIHaxWJ&kdC(Nn|vLDFaTW
zK4GS(y83lH+;Q9Kft&7cYfLc4XaI9}m*5mWrM9YaqV%KMu^ODi%>}-?zUi=~b&#}w
z{>_;^UVNmdsS%6@3*0YQV3iG#zOY>@3xhQy%)Q0%6Yk*pr$}YyKBFVMo-wItMuU9&
z1nq@$(Ozg7sZh~=5iB(#i}i^w+e<)?1%B^ggLg^K=yiD>dhhU1vH~}JZ67x0rZcwe
zYhoLtLCn$&sDsQ+Uk76Z>bxF@G(IRpxup}Bz_E0ohGCq7hA?FWd}gHBuECqCe9TZ4
zc~akI3+^Fqb~73RegfD3Eg|BhG9lEoWttSzo>7n?_6WJi0hxh%Z$yUR!%{aBgAUR!
z=()WXM!bDD(#RmQ4Dkd`%=oa>wl<t9)i2^K#lJ!%!G{wjxJHKwt_g{Siewv-;KRu|
z{-RDk{-QJ}Wi3y}T8>0|uPCV1J><pyX7G)leKP=)WHL*h(GYjLVYy5V>=r8rpLQ0E
z%H@x>*>d5OaVGI%G>BP=Rg~9rj1JaQ%{<^-`zYtz(sw80#L4Q(Xb7_$CJ0;sR5+^K
z#{xEo8=x5tL63!+ic^EtB~w!!Wq!*fw2Ve$+U<c4$rc5bHfX>?y9V4rafsH2Oa$JZ
zQ>_I*o_;Y@TmMBgR0N*g6W4&l&49U3V=gpRTVZ-=2(uSfy9sc4aH7Va^^1K|Z(U8e
zeXy?Mf-F{D@*3F6GR=W;>C9-TuIFK0n}ScG%&ve9J0BO6Wtv9#56Z8-2$3^~Cu)lz
z%FWbeo+kb)Hr#@27$0N<xyzK9@qww!7!9%E8LVtBRJMP4d91oNS|+pUbi-kd588^P
z7ekF1y9oVtM9*`^+$fmq5_NvLV4wag_zxwgVMAT--n;c?<JADnXsF)bBXGu`MBEg;
zm9AX;C7CfS7Po4rAWLjv9MCuF!FQvnC)Ggm&`_PTVNyx9C=oGq9?Pw|q9{0y_oe{0
z!y;Nc-8oQha*s+RhQY>;pHGaj|BCrtWkZ}&MwbpT7O`gvr56^_3JwX@RaYkjDAwXw
zg&k$ldV5w#KPW^@2o6^z@vt$iZ+|fGhS5+b<H4+C^MNwWXA~ob41K(3W2y>EXgZ{-
z|EO5BI*_|@&-gJ5kz0<AJITRN)hHSA>E1mnLuSNoJPaKNdsFbQ#Hu$_ye^Dk@O3O+
zjsYI7!r3#fs{=>g!E4kIX`88XVp;{Q5EFv}sRJae<4*tc-J>T!KpQu#7!3*J+sK)G
z7^20|_)KTa`qxW))}h}Zen$s*FuJ)#ksYh7s4;4VJySd~c}s`UaX9a3SE6`=bucVu
zMJr1oA1{PK`1*U#n$-}N0phe^SI|DXTF(4wngAFLb;SYbOvr<&d`MMwWvmKJN8=dq
z%pHcFR?YIz5PT1WM-zHbv^F+9>X-gK<Hqp_-2y%65LNEs|6XKxiDZsb^}TP2OhEXy
z=*4j&@1Yw;>dD2>3=f0<RVQH53^>Cgue*uOK#L9L0KZ@=Gw`pFr8AYy7E{6U@VV0%
z4fV43OqHwLNa*y70aO3w3j&dP=PanSm=qLtmFo)fe^*cGp83%4nAV6b=opQzXFYxm
z6@jrE^74Pa<H$dkLefO;U1c<g83zstP&Eek<fspidi2Z1kP&^%CCipy_%QC}R|WaW
zXb4kYqRJvt+Q31SW=}&1^wQG5uCDzMa)xtEMnjltijIsf9X6^CM!HYD)HJlpy_Cej
zRYpU|=!Frd2YX6cDsV%HO7Vo5>sU`Q8jWeA+acKyD!cdUX=9F_WafaGwXvEYFbi`q
zRF=_DWn1DD>2#O7xBu2Vt<H(G=oGdN?exnfm;JoI45USovH!%1w1SO&IR7^}T2mXT
z6O}4!pf5;{0Z@SmAe!dOWw={ln|EtM+pYjt(A3jQhPD%MPo9>K6f}hSgr^bi7^Yoh
zHTb`U$%V-=qajRm<s~x)i`ZmeH!4o1krYJ^I9WO7J^K0l5j8&^*fMN=-}cnXzONh8
zJTMxpXf^UuGKgU+Uq5WKA6m3?UbnnjU?|&mVKj&-5OW(ShUET{>2@_{<;VCn2-Jtf
zpO8XyazaEv3Typ3xZm=Ut6tsq0|X>K{=rLU3%IsXoC!ca9n5H`ICB$pw^`q9Ue<Kb
zF=v{Zz-SP&7Mmb*#pEgn=vV>w;{~?V)R!-NZxdu=oY4@vyleST@Ui)XL+J#FAS#<T
zA#~-Hq5AcPhlViCTu{1eSIBy$&FUpL=f+K3U^IZa`|zN{AHrE<J*%VTQ=?X_W@0(|
zhoe=|iP3nCjr$Gq;-1{{L<RWg6A<qP;lj{3H^VYrh@fB4MV|`;S>^!Lhn7;%V?zV<
zjZ`RBAv#|4wY1K89q?{xe3vm9sptt`-bU55KeVd=TH_Z~#i}$m<z>zBSX44gBG-u;
zOe5=A5HWkepokd_Rr+GoH<<_xM!0{9Q?}+B?Iu}cvXU7M0n40i5_kagy|2b>bJS2{
zMnk}xFvvu*d8Ct*TB<jEkoT2d49Kd=%XPDsOUJ!rv)kcb{;JC=Aq)7!i4QK=xNmpU
zNMJNr+qr1wNb$}bYsclr$lhUt1eS@T5SViz?bVqC{urwb;op88Lm}9kZZEw1?Pt&l
zTocr^jE1-%Z(nL!1BqE6ELje4>@MZ`RI&-j<@E~=z(7sBdvKbJ=&6)tfSGIpEEyFO
zRX$d;xFUmGFdD*5B^Pj-@~?R7&bx=4UcX#;Xb^J(nhmo1Iuwi;K61pcfsv5~r2_{J
zj|>=HR5Y+OGGuts2w(M?A!(>SqoJZO-CeT7pja(9aN%;i*hskdCKex1H+gbQ42e%p
z_=;+9b=`M8dO>iQ%D;h`(%Pfd<m~}QLq(aRbk$+S?6B3VAs!qUZQ>N80nFV82IrD;
zxrIA%Iv59f3mLcck~w4gmk#Mad{kt>h!H0HHx0$x38$DSE(0@42NsO-F^MTBLw_(D
zWRe7(grM1xk;VOo4T~^rrcn*pjE1oB%B5uENWq8^rG>sKt54Ec4$CU<3qw8GsAR;D
z;eJM>t!X5xyj&_{<dE?LeO28v(Cd%`nMFf}4IDM3cy9vB+o>8Bj~wKyESpX0?XJL#
zBRL@NRBSeO$nc|%j1&zSUKlCtKdOI!Ujb^V&@k*=2-Oe<4>K4U4avhw<VLW7vAzOS
zmJ--L*Dr<w^j}0n1(<c?A>*!pwV@697Vo(+f9)69c)JE$1~3}LoQ5_u=C=}2&|1EF
zst8WFzF6HLiLn%n5sZc~w<Bg*5R*b@_0(m+WHf|X4sZgKDER70dw}Zr-d2;@#Apa}
z5OkQp><>OneLak|{)nG{y8FO^rnWO0jcH??eX^z6<t~K{7}&b1-HX|ru+Qu;)_Y2@
z-s(UUcr?Br@zbqyHpBgmyw4a7)q5xM*A8N;+qogJ^ttyQHu}_v(VxX=G-f^itjs&^
zm^`jOI36Yp2yK7&zPnBG%4iVtKd=_FWhSo11&PE|+iyXumG1hGrC$uq*MAWW!QxT+
zWR8L@Nx->jzblx92OGc{4S|<SnQ)S!)mz3;nY$aZYv~t58Tv1xp)%fuu7jjkWi{X;
z_la}bt0Bqm_fRYj3oe3H#2$#nfFt_U+|d=!gfjKOXsD_?FnXye<{RY$L)A8o-Dp``
zOih{0#Uv$)%O^+u%QxmDGt`^WP`yvWv!gk~#+I1D)85CDReuZ*f%XV8nv9RqKQhPO
zG#-6sjM0onSGb<>_x?YRe6Z#exNmV|Zqq|AI@aiOVKj(&Auc1(_nT}nq^hb;##Ic1
z%pY+0#rDUV=!j0|(BPXUwajR!2)XFY^%dch=(No%*?<FaeeX7)5K<)Y1}L-0la;{0
zcSb`EkcL28YCtihK(x)}q;1j2rgTAbJU0TDzE;*m>Z&1KJ*q_a3?&O7#9%%A@~e&b
zW&UXSiCeRbRNqqTjzMGnSX`%gSMIb@ROZVYrY>hRgek8;Y=N-~ux^3_E|}*D>*XsV
zZCe$aY&S=<x+8VU|5Mf;$(Y?0%W6vf?rQ~^P5Q+kTKX^N0L?qnZ6aHdK<UknB&sSR
zWp#KU$cMdWwZ0s&n~e~#9Sy-FT4;R*s2E_lLr=dLDzE<{8r{owDb9mU)P}d;Wk>du
zelg(czv%ux!o@tX$=1}hP62#Wvt_%X6h=d(jK@;)2F9n^0+Y1juD!nzY401zp1l;|
zn-?Ui${>$QJ?y7E3;M;-0R0yQ%~AsnXbdID+0op&dnP>tBsz5h8@+pmJ_gZUt!-`q
za|0OI!)S;-78cQ-8jx}v>{(-GV@Z&p6t}v4!;2K8elava|K)SZU5Fa)aGaX6ieV*g
zfM(XI0h-YeZ)8T$ykXI}RR=o@26)C+13aT4_!U_5+ydN>h&e%<KECW3yPrVxHsw*s
zixh!4!dj82j6l2=>=wy<HtwN()qXH*^^2Y_?X9wckpjek844l5OSciYE+2GIhF+YB
z*6xK4^p;MjPvG-H{2U+DmGq)NFTl@RmBwnS!JQZjeE&Lrj}Ob}PL(o&6&FK-leL;(
z;B2{KY|=DYGaBkGY?C-Sh)If5>wkj;FdD+dhKiv<Oj^3@j1dM*Mnjn6k$E}gHPznU
z#*HI^4@W<Ktq&D^Ei-gTrdjx5YwTxOOhHQVIykL2(^(Z}$dBtmprR2$6bGB5t||X4
zWUZX|;;8+~Fd-ka<{1rPJ}jG40LES!Z1U8jUp<a51GwsL4-J7ojo?kytTr-WRj?J2
z0h!Sd@)%66(P-ePs7wIY4P_P|j_9Sa<0ZRj1)???GPx8~lHU)YWGoFQw8Y&ExZ-eN
zhEM;by|j~<ZSf|Z7Sc?|p7ToMMq~#*ob!#4G(l-exR6)tfUfvCxF)1Ds`h$SkEW*&
ziSziO7#S2oTDIu;M?-Hi8p1pcE0f#5u69a7*t2A`u8&iVZ$CIzS^!sD=@$dK{)=b`
z{dtKV1#~Zy+y#x2-xsysdQs-YkUZXwU*?Y;I~J=3qZY3Kje&|z@hz459`fm;4B6+>
z#flHw)ufl%Vhr-qo3y9?@r3meV}ra`?oGHULnT}I(xd<w4b`(E8`_wS-VMyK4fC*%
z^Qt@7>EvMROxTP@W7p#<u#b7+=<pq|r8alVlM5y+pKfy1F&f023fz=BGTC;3NKB2z
zvDP&+Yv6|Yu~88Zo`zFnHVv<jEJx~;?$BpGeyIF?plo$!RfAic(O}&d;F!!r7wbh}
zlKU`KJvXFO;EaYaD-m;H5R(?^^Vf`fd2Th{56LD4Mnjn9w)g7$;fyVvI)jT9?-g!U
zZR$5h1DLyy3vL4X14^dH#MD`_I%{GLMwBEbMj&#?u8l<MKg+5{$Sgf#XF==O<^-d`
z*3H0qdIfgHATVKky`bpR*j|&Ey>V@x2~p|MD)YIZG^P#-EF-NO$v|#Hbv=`=p@WTz
zM55xU%VY))pS=j0gFMK<Yyo=_RK^`-4y?8-6IPwSwrP8ABnz@YnZVhzSgeB8IBmrt
zfmfl7T^t;cs<LndZ|2;Ke*Uv_W0TL7(U8biq2`Oj!^c^QGD~qlhS3n_4qSaSlWSf`
z(pWn%juBjb&vx1tie!XYi!@m9#H`lsbHmp9)pN4GdCM|s5k`ZRo`rmsH#|bckr8<F
zuzXnJl%5AJd;#nO{W4ojM`mTng^XIw&=FGoqR$M=GurrY(#S)^oZ9!>6%rRH6xkAd
zP!<__p_<8n;A*7zIxv+T^$Kix?!4>nmg{~q>0w4gn7>QkSxh;HyvB=Lp|ssYlAU-6
zNSqn0G))XD6Qps^kI_)2yW--|=_1$gF$~t3(4juVhtUw`5ip!Yui%(c3u;Kzy=KPY
z1FQv2O=F7DXiU2~G&|W=r@I>imr;VN8$85(`-m-s4Z4=mP&wVOoaS)S1dh)^R4G^~
zyactnO(Ro+>_sUJ-PNFw@Az=8j)KcxJFE<UwxF3X4YVU_&wXOh6&@O_wLFa{ud=QK
z@c?mldr@gd-&}Sg(s<2RMnjn9deV*e$DDuZj*ose9)V{xfVsPE(5#qJ6)i`jVF@%}
zsJhz?K*;37IphJ!Q`Bh>SSK%QC}Lntd(6~~RP@*mN&kuwU)@~#OUTkMv&Cd-+Iukd
zUqnNgGGk%J;Nt!TKK;Q~zy{G{Gz6N8;f=zUN^RHPBp8a}9vZ}Kjmuaw=IuwW`r+O~
zT7|9ISFAgu<1wvGn2ZK7&%*v$f~vhHBcMC=jZIem+KWqXu`!n*vtbzxVSa;{wLwhM
zwK`hOfXQeGvkR)rx*(>GJh2`gxFx=;H{MCl>d9yb^F*}Yrv))7!rq<H7$&39nDzA0
z(3O2}{{79Iur+F4$@f1UdWxx!7!6{cgRJa^LeG?pa-l(b6crxQ&V<Qm5EHYz)PvdT
zhpF9~J`1up@r&AV!z!;eVKN%P{IAy;(^XV|&BUm5mZQqR6@4;WxuE$LPui306u)}$
zS_b4{R5J&poabv8MuV;F6I6Tktft&ng7bpf*uv*!;Z0R@@JgLl4HGXj!DBSop=V%I
zacPxo6>ymFLejP?Wg%usRF#6wb!FfEXj&688m##FD2c=10p7GCIGqHS>Bu`l3Z}#Y
zQSY<}*DnU%=)asS5F6wst1Lol_-s$gIiI3eN+*q6a}wLk5(<{NwP^LH+pb?^5-~=D
zESZZe`4|WMjG$uDM<uPF7xd_P&I&x^$K-?2XiVDz1qydv%ba*4;*~SGXryfkVV&)B
z5I?7+5^jxfc1L_nR&wV}ug@#bXmsW4(N^lDUq;w^{F|wdb^Y~n6O$PYVlG7f-iX>C
zqpW;p7VWlHmps_zf|tGmS)PeBUNei)5T*>|n-%OhbwKp{koD#d3u2d@bg-%87>&lX
zahevhgP0U;Q`TYI;6G+z;$tQZj7DSD!_T3c?z`ZSj3(h!Ie8fkVq$(#fj$T>w4Hm;
zir;ov^RRXFS)*rcYX>(2@Om;D!t90}#b&-q`_xTZTLK~R>)x5YbKvYtO#RMi5c6!{
zqT1v;C&*8|G<8;s@0j?>Xb96>Po<Dng{+&pUN~b;TfA9@`N|j#VqS!-#4EA&DNl)y
z4<}6*oDqCt^X?CS*bK)3mO1p#qJ<<Ef8OH;Dy^4?p78M^K#qUdfF)nO*B5Rnc;|&z
z|Lk(!JmBq_(v(&*BkRCu2-B^DcfM5%*3BX7SNo;J{1X=d=6M-%Ou6l1G=wQ{_Bj{n
zy_m|umJC^|9{v8lzP$=fa>Zx}Q-<W{kA~#C{VmvBs5jwy8reH#-(7-z=PbnCEg`Cp
zejz@jprJZr2)%eI$OoEN3!m#dr)5?H6CW52VIBx@;`|_{+Rxb$vf7>%PTn~P`-|xo
zMnjm@SWh;-RFs47h6aYoXb7{LQ4df;!5<!ZCOqM(i=dutd@&ltycow9+8v?_W!o!P
zidShEVG>gs8ac|)P+R;ya5dO{Yk0;4Mne@gGl8x~IlgAqh|1;0gUE~qF)zjT&qV>4
z7Zd<>bLl^j%<zDDf1cgUsI(c4#<UAj0OkiVhstPZh%{3c{T7pgWi*6&CSYRNg<`6*
zVz>p9cIQc6nE9)=l)%WSd#`rQC)ZCf2^piodS8zGm6!K9Takq*#Q1RL7|1}{?#J?j
z+pa}7fRiFI1r1@!)Pt<g)KU+Ym~D^SJ^cJ{i%f%-(GaG&?cZ6}{1v<R4O^EtzcJqR
zfx)J>GaA6$J@DTyl*$uTRf#xc996fbCxpy!Dwl?xAcPM7bBs!TuR2id#s06O71aK^
zG$m;%i%WYgC5tn&T=~CYN0Rb!a-GI#kmdh+Z3>sHTeLQ9hVdK@i}xa5XAobTs{#~P
zc?oH=QkGz5C9P-Ni~ZR2z-W+_{r;`=)`1}rf&Ke<Eip8Yj0@h_v=^MSk)7toQY3(0
zRT}0(MuUwFr*5pMfV72W6RRuhEIVE^u?DXKulX<biIpn$<%nm@XEa!!zW=H||Nn-y
znooV92&^KE1}Y+MNBxbuHrWR5;!{bC#@e-0Mu}*74C8)$Q@b+h(%2N1#T)?kVzNbX
zbY>Z3n}f|j<4%RzPg$*_8CRQTP)0*7`5k9v$0U^^gbzA5MK80(2q1#xZVDR0yc1{T
ztVl^BQ7J<ieH>xdoWY7@Gz2Y=9A2d2wp{C2NieLWcMa@)#Iy(TW}dr{#v4DyXb7_e
zTE<zR?p}cv>dK-X?S>Az6)<t<!p8zeqcQC!C?#Ek@nwb)-lK5<lhF`nE5L+{CgJwo
z2%i3e@bOB2V7k(lzT2Q!uQ3{eKOEtk!7aaV6>nW7=7*_<4)pb%Qj1`$6)$~lYtd^r
z0Z&)~jD`x3nQ-q8@`QGl7Y#q{_a3hTrZdQFtdO_>Epe~dF?z&*1@}SvfaE4~ROb8Q
zSXDy!&-SU&3{$9nF$kXii)aX3o=bJcNg-KmANK0FqVs)_D@W(}pDlJlRiMHtXbAHt
z9DBV`02+yZ5ECC(gU9X|Qd8GIY+d!ov#(u#*m${=KN<e9uS14N`V8?{2E60L`t9<0
z+ne=0GHgxx_L1zD>rM`fSrC*4Rro*Jz5~3fqG_0N1EB^4=}mf-t^$%v2_U@%5JY2u
za5xZ>un9E^ilBm^6al3uf*`#KDn*JE6;MDx@mi27(u*ik|Cyb$v*+GD-0yvP{e5sb
z4|mR-+1c6I+1Z&{3qi24vj4Vi$>B9M{MP1d`=)g|)>2+cj6AcW5aoU(*}dDLGn|v)
znY!KN#|7PdnuKKx?;aBaUUkvNC>-&f#BVo+XW3YBkAHGz#bZDZ2@9NiEY2)s7uPYo
z&u)zH*jU@r=QV#}balV=;*yn}JH~hPi+#jpeGW=d6>x1b&7X_X%PYG$1ySyxE@FnJ
zz{WbTyI0ow_rO{7XUB8%CVrI@M0q>m3<Ja6nhrPv*^=T1!p;NKJ}~b$R3g|oacB@u
z5y*bM{ht1K@OG3i>j-o{e4;F>6VdA9@i24(8>dzTr0>-ne0x*7w;u9~KL|?<OCKMC
zD1FKFy^DR`mrD+7680GziySnOerv;+GwVjakN2ZGeGUV|IA<fylf*|E^nr~<c0Oby
zf4NI!ERhwfMV%lz!@w|3xylWO#S}Og8p0X0Xr_}$hk;?7^5_!ddxJ#UP^;;}!C4mh
ziH##VE{{LsTrI~NZ`FotS5o=`X1(~Z&d~0g7l_(0FpT*N<Z4!gck6%~gX*;CI<k`A
zn%4eo`3c*w`qVeXRjnrs7{>Vz;-o@wvKqT=tdZ|sKU%L990;oioOE)AT*lrNijyk~
zCQc*_OQYIg!p0JPzHmtRqliSjf!aF4E(*`GvD#kf`rF_ZFw?K+D4IRyPb^yCOkFL;
z9Jr#=wjG6T7ey;8dz?(>0Gi-}OS=$a#>P50W=hiK%7D4sp^XP`{MJb8v|I2q)U}I)
z$POSs4ll2BdIdcG4M!Ur>*HsecP;ZgTpmD54kh;h@i+_&clRECq+lE@mjjcBK$$K2
zmi~^`Ok~bNoSDk@V-|#g;qS;;s8>inWDN&wtWKBOop_~bS-*8~<hr$e-p4Z^hpk$g
zNgN@FT76e_4@)o#Y^;~wA9SqIQ(636#!_S<$<<P3SBlzJVL~y#HFVIBU7bc%)NC$+
zXlU-bhUM#{z0P*74OJ@C0|b77o(NjPi85EPsOSxf^Zx*OgD4B_pBu}op|%2j$Q3~<
zULz105rvI)G(+v9+uGlTs~MaJF@Zj`7zG6zCrfCjGO%|>i#NS#aeru%H;9|uF$AI~
zg25M-0-OnA0!=PG1)3}z@N>sb<^9%~&%bXqaWMLJNP=DCVZboXvWWArPih{`RX)s6
zQj;zYA&h&uH((S_f#!K2i-+;Wuc!wP<4gVIoELw`OE?)*#(58&w*{iDXAAw&?83+h
z=)SRqGhl$!n~nafy`;P^Tl^=RTN=OdDhL`cpfCtBV345Z{}n;0kUy8ur)PgC>zvr<
zKiG2{Vs&4#T+)d{IvI4F$O@xx?v7YzE9XJF_$yT64H(AR7e()H*xUv!(cfOkA3wbL
zBT%fib^YDj5|_Yu8aNFY#+d`AY9MDTU`m@9kAoXpr60h@E}0+;AZ3ACis1JMqFH&Z
ztw!e?44zdUX&x2I2Lpy_miK>w77FHr>GXnyn#mATL$#a%&-mfeB@aG}!Oy(7KR47U
z&2skFLmf*Z&2NX|G+-E~+%5l&3#GGTz^ZFj#m*Za9`*~2-Q)fK+4Dp<ENwY0ln+BY
zmn-+qPB=bLFybbyw+oO=G?tub;i7))g;Lwo2Ar_vY9qTYFTtVBZxWO&P3RM6W0CwA
zd=(qc$aG4k9DvF97oiUW!@Vj1oe-y~SJ_bP<t<3Dx5qp^@98pr>rlQcH9xLA5G9gu
z;?DvBEdxg3w4Xy0A&+xEIa&q~10ln?^}2tm_FHS}EZh}ssfToNiarnqhCd*49B&cP
z^4KaT5;Se^t(LpeAt~hNr~M$51Au4;rwq?VKx<i(=lUOgys(B5H|Vpn@3LPDDhwGp
zD++Gn{rZ^|BNL~@@le>80E58mu7Ush1}MIjH)rWi2OnLCL8A_@!oYA>&}4<HxzV@L
zD+!|B<>2l|CS${!I>%_kum-13av<bjamCh2n_C{7+wWqu_?`NszpvIb$K*RHR~Qs8
z8_hZK5A~@m$`m$M^IdCSDiR5G!hZW>%&Ti(z(X`gWW&IyK8df8{1PBoYNkk>WDY(+
z$q_jXq*xd$A#EoiLgTqln%p_Kra#bWEIbAb(D~nbd1>MKzn!ZOyy8s7VYmQ%3uJ{d
zN?0Hvh<Ak7WoCI;5e5v7hs1jZG_ARkk@XM0juS=R|N8Fm?7%xi8yYZ-a|A46;&rrM
z-To7g{u|oRfMJ|+<LuznYCxs8SwqL2UH<a&($Y^B(l57>rgD#++B^|{SVRz9hW5f#
z!)ur0Qj-S@a9_CJo3N?l{waxIRTVf@ZOx5EMdZAf-#Lckk{_pN&?b@Ug6erlApns4
zs2)7#s``mxxby#jf6(J2P%#ELj7yDdEHXRbifr}3+9nJPf8-SQBn$RL>KXkCP0rtx
zsefHBB4J<{?XO^i1R@bFR?-A|bs`JdLO(}abb};joj95#3=AWdx3K3##EDL6h9KnR
zMT3fBWC>utxq;k(VdS!kQ8q+ABtB6lbhSl~5jM{7K*$H(bAW{s9i^`M!ClLB_?0Ji
zzI#2|{5V_T2XF2A;l1uxrQVe?RUYOKu`CfPOhK<?mIF2{8ct*YhL1YE3IoHvYKe%m
zVy~do1mKnHqg?yQ69frBl!$p6@H%Tr7#PO89^AE}TTVIQF&Ri;V-+d$)!*rb^7ySn
zcZ<(@^e}kVl+r;_6Yr6ErFq73Mq1!(v;s#F67LhZmW+g=&$h}m9EO1o9Ih}p3Wk^)
z3eJ`K$SHb(!Eva?2L!GMSsf``R1NGVgX7?cc?7O`P9cdf^;B}Rq8(W-<`cMPB~4Jc
zDr0b`#bqXc`HLQVbhOeC4M;#&z3wjsra%n)>7qsVL<~dctRc__3=a|J^pZ>gUN|AK
zBT?;PW1VW9d1miJFiz@$<@qHf9vkbuvYAG_`Y_b)R1fOg=Wr;ovDkg99uy0t@AyMv
zfd>DmQD5so0|=j24@@e0dIOQ@SA@d+SYBDXk<V1@*r@Ep27asbl_xWOJr*L_7CQ=j
z8}tO+Vp4(2*L>k#Q{S?s_qi%;3E(p|0flTF!xM63*2gZWw&Dt!Z4Rroi9>rQ2v}?|
zcHv{A-z(@hEh{=+z77(4zJB&yL!ahV!!C`~=77`T<V5h3*}{g;;|ebu>qM=5tE(-7
z1i!tTR!z!(9u7OiYq*-aS0vs?Ug=rs;rEUe<dsbK$mi-2Yr0nk?U|ROSu+O5TO$Km
z5{9L~#p3XR1vq!GaSnUH1Q`1B<&A$#Z>xzfhp%L{Q+t8l#e-eVH?B^8tmcfB<(C`>
zEwY5hJq!$wg}lIW8N$2E@<)AtuioAnV8#tz_V?D>%{u@y49(R2bY$Ag<>7V>tJsgN
zvkkq&+7?g0<Pn%tB?cC;i>Z&?+L<?x-=u8Z#>3yfkp$tKug6y%Hsn25k9(qItO6wm
zlxYbdy#p&uq4|9({?g_npv*963>fZhKjdQ0ILhsCB;B3>|0o-)``s6wSrrT2Ru4+j
z<w1y8NNm+JgKi}SkyQ_3DS_w<3s}FZ2k{Ys$Q?H}*7hAE?ndQ+qdWD$<jSi!Cb(=m
zG{US&7i-SDy8{k7D!wxR<l%Zy&Q#4u%`&&tp6`2Z>_@i&zk(NU+*hzkWVf+uv}KUk
zn=TUM)<GR@S@V5&#+IlFB$zl2819xl7nwye7lXorjg{}Or+$6AEqIa}M?O?;K#6$3
zxr$g728MB>DiVtbryigzTZd)Ib*DBQ@0D6NZtAUP0q0D@83u-N%F~D(px%1NIde5a
zJe3QCB^6cg!Am*&yw;>HRJH7T{_+b;TLEroXc0yNTHB@;cy#G1I6YA?YNX^D#cD~4
z{Th;v?>K8gDZi6sTt`p;?C?bp+!QzyXIkt9D7e^Ic7uf%cRyMYR+D;(iCb&d1zH?Q
z{0;ewjdN2Xh|TcXcYdzYE`wjJ(chOuSgU${lzY*Ia^UxRb?@by6>976<BdM*#9vzK
z(q5Hs(W}3A>e=P5XTj}KtJ~6|Zy&~sg$?uujN&w%A?Nai%ykl6P#<bT?Xk%+U>GOP
z6*DxS?iqnof!9a9Sh(iXU4c$xgKEG4&YMmC2hS+3{up>A1-Ts16{ONQT24K9kfeTc
zBtxbS-HiDkNJ<dGiD5*d0#U6xw{O=bhU18W2sAdb9^+uZ;5d8&0(PHH6a0o~>#?DK
zZt3|379lal!GJ-WZP0R*{-!mwHpp?t#u}NFEAP)2z~6LW>B33-8=zJ)T%dd>)aj`B
zZWo^~=@%12mEkkjqW^fm0UR{7yfvb5sj3U*ERdg-mTEg70NA4~2TJXP&t^<H|6}UA
zU^xJpa)XN&hgeJsCk#AyE1Z0QWkN!L$Abo|)K3h9IQ?kcpzjB44Ozhf$kyDli+5?8
zXE1~+Wj~bl@y)ZY$@)*zanj6y=4R<92PQzxr9P!9(7P2%CHE~=AvI0FL$Cf&V>~rF
z$Tp%g6S#sXeQd<vnM<6B7E9pEK_C<y0C%m>((tQXWh9YuZ_*(&AcvOBxhmgqE_B?8
zMmJ!%<416R)G-t%S&%`|b_PxZM&bP94zj0HC{9E6J?J!G6i&M=3Q1>goIxiz2Azb{
z1;aQiAkJ8CoUWsl`_k!xVVqSF=PDdiw>`#5)++KQUCav|cLPS@ypL|6$^&4q^eb3A
zkoTRZy>zqz12}IMHx#0*ser2{s$cIFp?bevEozK_LkRWYF}>7J41+zGh75teg1eq}
z;brj|8>a#YoV1g8?!Uj}x?mJe8%HmYt5vd{gx9Bb9GnnR+=ix)D>}qu91R%89*bmy
z&ckt(3I`kK&>1$m=LU^gUD=8Sp5H|ncl;O~OuJwhXCK7*Hp!cI+_#n)6<5^VKj<sR
zim-q)3=HFxcgA4}LZEXOkV5A&l+^)R>qN|wU-!3yJ0BNQB&<CKhC&=dc(?J(H9lHQ
z-@AI#(%gR0jr6_lI{Q@TMJM&y?$0arJr1tj3A>d6njn$qWl24FuwVVeMF&;4<i^M}
zOQ`Y>>?CIVSaZwCNqBv*q2mo0#3|#euwIclq}S}Y@tghvoK!Fkk~kE+bf-uWa1XBm
z&-n8J3!v<`yq}R)1q}Dp93&~<s>FRO4D_os5Mf{#`ym`SLwMRAo1OSv4LI?jGj$AJ
zGla*0VVu1Y=PVK)O#}H+AlL9rn^Cj+fA<jJH0U&77-w<dav*Exgn@W5c92BSX%193
zRSzB#p?+c*#+w0rJ;IMt=~k@9!sda~fMJ}gfL77y-^Hn=#y$45SRRVD=H|-&_H(E3
zN~v3+io<|GIx&XSjz`JL-ZVKW2`maIuoJ`r(qZ5qRSzC4P(LvYqs9QvKqOulkU)o>
zWl@P>!$oiT!2>ZFE3S*n7;!O>t$?osTw@tD309>=KiPUxM!!|GfBq?Z&o%@`j1HXy
z1`H$JhGy-jB(QkPq`Yd<iXz8}-+KFv33kT1HS{D11EX->N7XcW`_PIND<Pco)})^E
z$G_GSa2l${fI*z7YHakNh^ImYi;pwOs66Vm-Wf0o=Y8lTcP(i8k*~gdBYQCvEQ3x1
zhH=W(0L`@^i82BdJO<u?VVqCFsjR3H+IJG}2Z-m8s$2RYqC;^~zqY7DrT@INrW_-T
zRK8yk!zC&vXo=St(X!=&!M@9h`V<O%?#`h364E^96tQ8g3Tj{Lh2DT+^f+8loB`&P
zCvsZFU4d^N<7U7x@=P$du+Y6yGF~^gKJX|??i9i=<al~uq9^sl)tQR(Grd@2z##P#
zl*Td*2CjNFDev_P(=#mhnjHoV;+%pw%i;1chBmUgsQ1~rudQn`?<|~`uH8K4`l<5L
zwpxa>z9dT2^RP~VZ50Nd@yl=@ipUh1QL|y=c=%7N7!y42Iu3*Y&M+{HGXiPe6&e_!
z!qzS2<xCe}(uNx~J*j&G264{9E}_#s5D9@XQ2#e!P>`yi0dZ}vz;y_(1R0kG3?p8Q
zh;zsFPE1b4xZk8cP>dGPYdcnLm#p_HAFch+2M{;AIJ5W=X}XF1+(vu}1J9q5H6<Nh
z>i`qpYpVz5br=}NDV-Idl!9&VvCGRm-S?Raeyj7ePd?ja%><eA5lb|k1`OlG+ZM%i
zTH&<)Pvk-Dv%2LjT}-7_GYkyl+=4jkkoKGl<O*yYhX$CA^(y?eKl=OqK<8Y-sp+H$
zZ#Y{!lT<5W*WvwsB@(}&<@hmf=zL-!qQr)iT^%#yu5?{U5z_DxE_g1gP9g4)w*vTO
zD%N<!{~nQ}rxJ%DP%3CfzxW`OVlwttsom82XfZz&gp}A0NQ)oQZ^xjqdo`8vKw<;-
z%57sl@G>KNE+?4b&1AQdxY4r5^w=g|iphY%0iA=wFH5@S#>4W2VNeEN-uM(WZ;aJB
zUAz;@1_OrCV`!!mDK78sm5r1817}L=z>eq25`@Qwf8qzmSr}z-1+iAk*Np+)Choop
zR#x-9lj|>>iuY(4bQ&;-b0SXv34k+@wN0lk7{DAfWSnWE9z0e;^^+5?utti3#4BSF
za&<}Sl{`4958U|@irw%UcwjeRnCeo%s6cL8COM?y=-ETSM7C$b(Xwo;JY_Ex+ufm=
z-)jGQa={MI!I8;gr^BORZ3z^CaGu1(_!Ll?;AeysQ@k@=V7+}zxCn!WDOiDM@<Wb(
zJlrua;19kmuN?;_%KZyA7CHFA!K5CTj<1mWePD{h?AL?IQ%^mJeYD2NoK<YBcB|LU
z$#CdmG(RYs{`eBPQZOkw?mlF_g7Sk6SN7qDbnzX1M|*9JB}b969Q6t|R`Hzs^TwX}
zA(|f)DMI(oy%h1zl>9Xquj+J9bHIRMoH%k~Kav?ClN2aZp?BAMce_k(?YD-!G-$(+
zkMa8C_d{3D(bcEdE;qjpqzm@{>d~w<TKh$9zy*xg2gtMk8PR)r^C}R9+i%3l{#zR1
z3A!{$WcB^*@;>>-sZebL-qLX)Me^3%ePl2ozC7pn=oiN}=eLf*EQNd=$b(N1kXGv4
zkJt{9=iq(KV?I%*W8Kqw{&;&3Ipm<hoFXMw@5Q-p>{JXGWS~3<#qvRc{Cx7#Em`#G
zl4N7S<)Ddg47|tGG+_86GNOeRbh`|2SvFRckN<w>?oSZep&oD^NdC&mm0T1t+%B1N
zr+u!_C6)*Epk6G6d!!T^M=d^vMuN`E?^M#@_Tw-IWMe&b@a**`ibEo)dQjMtUEq^|
zZ#Fj8hQzdQ+Yf>R8}*>TeHg>!5K|SVA#JKTY)CzbWTICt&DdB}>JoBs)Pth;3`mf|
zsJrKx)GpVvPqF~~99*E>GfwT2EoB8ld6m#b%z(kMlsGY|UAz&B^R;=WPIYMl<yDT{
z*&JBb1yd@G1;>D4oU(>hIbczc%u&A}mS)5A8+ts^;~r=RL$D1P#JK{7MQjE-;pVtF
z=XSlgxFFnYdniXsx>ycx!9<jH1vXAdC2WHg49oMkIGS&QvJS#YlMISJQ$=mh8fgX$
z<9rWr26D@c4W5lb=xKUAz&=jSbG-XEkWZp-4t4Moy}v;w+yk6X$!~N6js)_{Z*(3G
zVgAFsKVs;K|4NtC06h{Y+zD?fN`)1^g@_+GFkX0n>4CS^vO6(2%7#=@GynuLWMBXH
z!+Gu{c&S?h21j`ka7P?NoTLd|`b@>WIOg3pc^E3;F;yXuV=!rC8N%t-gT{OOofY^U
zXIrMve$|9`O8w)p_gkcV!oV=jg@|(;$PtL8<PENroG)nIcx6x8Kc(>cXk)FV5#JDP
z^@@)Au<=&8kjn1O2Xz<75}%j?$*Dnek55IYeq%jcMCBWJ-$1~ZG<aYzJgay$_Y}ir
z>5y#l3(iY=rB$%jl@TL8d3u&6D+&~SAiLcMs!Pa4K8Q39hN#{%=b=KqvoL8hft6r@
z;#<9v`wUla>hF>53U?lnTpo%ROG)Qw5bDQw(bm%it~5D1`Vn~=Bs-29Qm6x)7(ZgT
zECTDg(XA{F3^sgs4?o;@YK3^&<R@h1ENOnaPwLOMC~@Lc3}jdK-M8}Zs)fl{AmK5Q
zAdpuYxT!KxT3O33YsPq+#R=aQm&tU~40t}*(t|%I6!BZDzj?&xk7yu`bon(cer{{Y
zfJgi?ogO_Cfv8Tf$w*81|4@|1?h5$DE3^>m5#T8Bj<4j7+p`~IzKqf!28^QF#t=Gm
z++cy<I59ZMxH-t!{-Di--L=Qzt3G>Rd`ghC8ZYp-@C9+5_^;_#QGhxKQOp1<A_%7e
z!#JhiTb_ctH~M_V6PfsVfhQ);x2IHJvjVau6b$2>gj<VZq;@o&9RC@2?r;0$<LG5E
za2ha-b2j391_Ur@g=II0j%9U@YxQ>x7{<8(aXuZ2^WJ+OKi{w=7%^0P1Wt^_ZrW98
zoCb`-DMq6SnHdHuh|Y#fI!xVn3^tJJ!DE)IpBP5rv`?eX&Cxg|C2=?u41{ZMgK%^4
zUiILCTm2Mt<*F3If@o!AYa5^9f!Q!qJun+EOtq|<2+R%U1SJDO6tD{9g}O7L+%;er
zXM3Pl%m8)-alpd{G9=4@VVrp9uXv24U>E9TY^<W!j#ezO3978@`eo<b&q`Hj#L^lD
zhH*AQuI6kBY;6f~?(tA#EQnxQGrmxzBfo%E-3Zn(U>Nypi2Pwh-X#e(e|Q(N=U0r=
zUXQOBF#MJ2_?7Ij{V-S`>tO|Tz%XMxP#Z7`^?lCode!Puqw-?#!oFO3<Iv$pF=f@*
zJQy&DQ+mPC913Jh9o!2_F7_I10kwN@EV1GHb@+j2bQl=MEVCi9lYB@c4I7L1{OZA@
za2MZ~q#n%Z0TN5sDVX>?bT$}6B)TFo?tKqgYpx(H(IXTDXqNw3>OsY|w82FM8@53B
zfmzT4lRe7Br9f@1zR6->T<YKyyn!Y)F1{By-r{>hs**hD^D62E6^B)Ilyos46{DMS
zcD*VX{^rN1oS_#u)%7r~up+;#n*NaAA`OgD9>!u_I`>!kd!2-wBU(uzoz~dcl7@jw
zM`W~72v5jqiu<#il31;wzh<|kVB-j<{Fx@rfZ?u4XJuq_2+vBiM+AFmjH`Y;CXxZ8
z5Zfuh&OpBA$znj`p-@?YCaV!`V#t`sHw+m5#>@DP-24r|9v`d=4EgjxZ@?(@_t6Cu
zZv%B&X`t}B7DE>pFo;tY8v7PCdIanUKy+e2f@EW{SUfZHnMaoGswM4Ic^ZoW8sZC@
zcVXZe|Ck(FH1&}TdA5$IpdNH4WXL1MJq!%v9Dy`AW%o2ZXQmV>n0rj0jQO<Og@Iw5
zLt*-e_sQPXr+6xxjnmrF72nWy31sODH~A$c!z|SvFr#Z=!b(o#Bn@PTntpxadJRuQ
zx4X*=?r9px*JO-wlw&jxg}aL}ZV?7cFRi>gR1fJQ6EQOk40n7wy8V83JYL9HnP$(S
z|LP%Ke1b4Q^Zj8MCuZ0MBHhIDOVm+tBdG@u#Of!8VZ_p6%!r+faIrjQ`HmSUe}c1b
z(ok4x-yv2HivhzprSi;7I5opm4y*OpTm3$IV|^ZwrZo-&aF!sTWxz1b{aJtkQE@sf
z0;_@p&Dtt9CCfBx3>bx9mg)**p(AiWs|B1438>vjS_H^e0;?yDJIug<=T8(vU6uoD
zP%3$K%N%6^!{zD?r~JHh?#EexJ%-E~FpN8|)RP#IqB#`A9a6Dy*s2~p^rZTUVG#X7
zz-(h<UT&bWI4$3}$6qK`P?iq`z@R18fKfQ_6W>g^d~ml}i!EO+>9ix&OZOTuh_f+H
z2<a1dJQ6xlS8>!DI<)gkzh=ja8oPm#20FvQFwPed@zV$&Ay2GqjMlV{oN9IL#R^aQ
zt@*RJ=Xv|F6e$)VH25Su9dnVP23G|?8u8(ss8xN@3namFgWQAQQ4YD!j=-<UgE7i@
ze?otODS8!G7{@q~UJ+~@#~QfQpUFFEe2?p8<q9J|fdmJ#rzEGQNndL%=y;gd_%pwv
zOl5~x;s?T=f+11eBr6XPM<yvklTP&jYtajAtkDfReDvgonttnQ<`1$I-`rR8R0f^O
z9{U6aw#r6VjC``|n7^9MiSdicz)a{}0aPg1SW!Fr<*alaj^uh@y!ZN^>G9G(#!L~p
zNJ(jK%)I)@q9UKeLHLHgGxF~^RSiVN3D5}x!yLl^k3fXvn8)OMP-f}QN4Ppqm2V(k
z`lo$`W)JOzepILTnn4B(Q+f=T7|13m#UQXCY9ILEK=O4M3R^@<VklM;m<Kp2kXTpY
zpgSU;6O|D**5by;`yHtV8L)IM1;n8%MIeJ89f8rt2Pq>^E|K%+_wC;JPPCeY>u}(*
z@eBbG(ltlzwhfCV9e~&yDt!14ruoO=ES1q8K1_T7c)boW`;;q9!Al2Y<|ZvV0JzJ6
zSvaA^pD(~oPP9hvWc0UDh<^vdg0QnK8;TvPp9HdY5XqSB6#f<HHFm(hheMScwopl_
zShpBbH=y*dyDL1&>8q>c(Xt$md9ZSel`tqEIZ}zrLa7}(rxbtv0H~}HU95FmOEd+U
zynu$VPjm<BWMl1J^;fYwhpPFl9IJl(X=v9c{o)XTXkC2p`X9yfeOpGOVX;MJDRRh3
zYv%$9u-8HtEHY0aZ#MI)h24^e57L@XdTcHM3`ArgsC>zUXZ#vI!tRFnmjm6_n~gTD
zh+72*&y_3GjoR1>?jMCAm25z>Omvh-BKBkel`mOQyPH7)r22kqdDNsszefqbcnC>$
zCz23nPewacYBS+-&=d*Wg~J$`Y7c}N)E7rXo^@iwH+@(XA$Sd?SB_&8{2D02<JdwZ
z4^Dw|u9SWq;?uwZ6fB-Rrpm>muzZGCBIBT_Lf3eKwzLjuQyv88i1U(`1I+-3VaNq*
zL)IUr#GHa;<7QXuzxKmSys$Mpao}CFjj^%n4NKY9dt4#Ewe#b+?^64gM-IFR!)uQO
zI>dOGyFh|A!xXhnmj2~vaa)Rw{Sko6#;QO6?;oCg8uF3LA8S%#+r(JExJ#0S%PFm?
zuYLE;+K=CZeA?}eCp^+>XNq4GA-X(5I_V@S8`34GdvOr?KtYW8feF?)sSlnM3`u~S
z$AQJchfA#LloLu6qpxUVSZypE_w_L~>uo>MDi7k^$u4xF%-8*V9WB16uFb^>fsMuW
zhp6buEtZZ6h_NUUp!vzgAygQxC`ce4ii|Yc62v$OzlXJ40@)M5WTD=}KuP_Kjnydq
z<j!HQ<n~+ZMqgf&GQSq`Prijwyn#r33znT=4MiV-=vC4)Th*8ByC@3|H#A|)U!^jg
zPuQ}8Z4UVf4?W1Q(Zde@N=D#NAPQgWoPdL?6ronqtaZszbdX=Ih_7bDSJg`%WUBA6
zn!&rL0@>hdl$5T9Va1Z69y|<n^;1yDoK#49-E-HN;~U15d6TX*(ziIC*zi5RR^-Nl
z?OspL>K9F*Z!omFLrR=k*0@7h<vrj-HUzB)>u2|zv-}&Fk!`2d`)Gc(VW0;b!&|Qh
z6#rGwZ?!u)HLk<uB#@W?vd}1$5*LFKd*at2h%Zs*uD^!L%omr?YY6l}uPn=YeAh8|
zU-0rOg184~aF+Z8;}T>Fv4c=OcnpU6$*Cgskyef}Tf#9~us)Z-#=7-<;i4OUgaqu9
zy;fgM`KYBf+`_;xooK0ud^lBM^N2J{=fX=<KOI=9Ce$T-Vc_Jb!<W!(4Uk7E3=HGM
zg1+FrPDpD8ENqThO~p_wuyKm{KoXkDG-ER}3=Ct=jXKkZf*!<Hnh+0a4@-e82gC*8
zr1b<YfjTtr-O-a?L$(@DI|Bv@#YIP|P-S0gaVe0kXD<ImNC{OB=?We=@7SYm@ls$6
z&-hmWd>}{X4vjl?Y-3)U&L*RJ@DMZglj9$sDaB0Ez5sFOYL}eW1mk4?ZS0+KCgp6L
zh$k__<rjk3Zjkj~k*?Y3n32ePz7)a<ID>F>(?(PmM=%Vt8kcgonN_kn7V62F3<+5X
z-u5~GGhi6MJAE|~^q#;*Z$;Fe1P|Kf@SKC$MWW@CRj{ZOmMSE{6(t;Sd89910$*s5
z;vy{xI~Vo9<j4yxq=_40mqJ?z8;er+@D>)C=Z8n=e*&`sr`Eh&LrOg;;g*pK*FwQb
z&%tI(Jt&GFhYt!evRwunhrOr=rdXqoa8bh-OYkLb3V%n$-(DKo;oup+bihk^H-3ZR
z>7pT7Jeng04CBNwB9R5`9uR(QPEy1z)PYymqo#}cgj4H~YE6rsJN_7?DXAz3r&~e>
zrbR%`O%lfQ>K9b>qH}PSS-LEwB<;dA#5sS){TAI$q4u)8spX*#1H&D|eRLqQiJgR(
zBn6+Kg&3Xdy{3r)!-$_l0-eQAPm>ExKCc}ADJ)dE>cnh_nF(p9O6X)Lh=lja8Aa2|
zfM@*Dh2$_pmyF|!Wz<%mnGpttapLAnjj~*2uyMSh;JHw`E?pFZz*-ozFffc0W90+c
zn~UTT2}v<FY|Y(1Yr?o&q2BGqVgrUzYnDa0SXS!#4^^su76qq^?;b6=;48d3q8HE*
zL@wJbD)UDq5QrATZl@-Q5fyJiltA6o3#%Tj?HBz*K`7rBa)@cmQAJCtJOVM4QuDRN
zI}c5OjI1erkLO%_<uRb_GHDqBvs++eovrju<0@|y_gk@JJ6yU}sit4)Ee)ayA6PfX
zv>1}1WI_E|c~`0v#i;jM9J@<ZIDP{r52UVyfng^122jxl;oSqr7PzV(lP)UK%-1qu
zz%Wkf@^t9blax}@!S`6N?~hZro~{b)ap(*K!#MjQofgrlN0GL9;1quEtrwDuS9=0*
zmJQWV1`OlG`?ulrRm!fXictGC-ne<J{ss)A*DGU$Yh@%SJ!}XH6__&m+02-q5FJYL
z%}E*07JLluWGVjVGnLD2DDD^4Lb*@APdLJA?bP+)&!XZLeuQ@$9nbteX7KA}VcIBR
zP8SVAKWo4!oVH#A-DgMiX*fF~XWg$LdCvV7F=#(x;{=Pt)?TfXpb#hFuNWPzl6y3`
z+VVP1po44%+Rbs9v_l1eYP!L>!}@%av-G?T=gx`*EhGjEcS|q5?xl3=r!nKMT!(6)
z2TydmoLr@%#;KQ51BP+RvVYRRakHN)s{@_8yUysGsh20628_ZfqR=CeQ*OcG{0lGQ
z@tCa-5b=b|u004D>#SsDab&P@k`|#dv2WUyOSK;@CY_Gb9k&d0S|BgG<G>}Gm~6rE
ziF>`^kWTfs>WV!WzjhYAJMQoSK2=l;T)HSl(y2wmfMJ~Jh|{^sOWuQyjkR-H?waeD
z-HEn-pE&i4O<!UO(-^`T28MBJH=UbKu2@XPaiQ=rm^;#ahDEbn&gKqI9+M{Dc$Ghu
z2;>JMnU8KgtO9pjQ9g%hNzo%^z%b%>JV(}mPd9yI1`OlGQfh$+@&>snrDYs^T<XC?
zRjQvDMqwpOqa4UxkX)yYo_zIU8OSXtTd#eU1|OHfiHJ6;Tha^|#3^0PZE!>ii3AIa
zj)=J4gW)#PfpL8YC#l*dZIC_KFn9R@%{GZdj%^bVC-`U>c>bt{ch{C?&l0Vfc$>B3
zebP7$7{=KHI}#O+e#1=lz;D1X{+773I`s#%hU2QUeVd<r{-+kmd~!*<HYo-S<E)Q3
z@6a^YIG@A=(7av!*2UftTXNNe>p)=oNXMSMN3jM?&oJ<e|6Rm?kML_vzqId!o#kEx
zhuk}tr;Yz13p(W55Y8|#jPp~#8Sp`QfZ*IHHYQ1Yu~f$+gjCN#1BQ`Gn_If4o!Rm|
zYFDdH+uBbofXycDnlKF7@zgIy4UC>y>)q_r-)eadt`ete*TukdNarCZaSG;%Q->&C
zE_x1#QTUmj{yxBem>4%3{u0<&t-sj!_3UAAvX#AK;T|`-^Z|OD!v#GUA7rf-_^x|Z
za4sG`exrHeu6|LI*q}Fz*Iy9p`_6!>v0v_Ozj5)DPSSM6d32u%KC8^D!$uW^ZT!o{
zKWr1VvIBh9nBWEscIDao<D{G#SiQe0JUr^v%XmkgfzyCNoXrsD7ic^gi=mpfma41h
zar>14!#H!|c;zIIjYl9j%Z_^R(46Y0ASbLO825dFhY5L?ls<6I2@6T@gw)iKsOSgw
zNy@Ke#jUx)7Lu}c>TDOU7&a~iGhmo4GQGyQXpGbpl%*_L@<gM%uYU}~XW%qo7-wOi
zQ8~xF`Jl{Dwnsg<ZNM;oIpd9WigsX79O<EVGq=kS1%Vx=$Qdw*Q?3?x&MxxfRC2GU
z>ipZWtv3U2ol`cgbqpBBDa(*NOgQy15APJ!m1>ML3=HGc2lj3{c^9bmL5x$=X}~Z}
zd8bK%|Df;Ad7#F5|Gvwc$($f5-7h{6Bw`>dz)`0{X1C>t8<3PdG$|I!?c-r*nD>}=
zsrH;*u0BgvY~Xl@bWs;358w;~!#I%^5gR&gd_GN+>6FZel(Hj_R3r^<nhkiyUmCSV
zRy+hB5|3FE`oNSeKFUtoqxnO5d?G<+L&VApEs;fGUggi-@j-W-p@_kS4I9Vd1Y!9!
zhA7%yvCHlgVNzEv7{;l)><%xawHZ<>NjLlfIG5rg=MI@QU>K(ibu{QSl&%Mz1`Ojw
zwux>ul)CR!Q3j4&D9FLJfw+##kGvAuZQd#e7T@6_$`Grxgwklk6~{`&FbO-*NOB}p
z!<#FC(nNZ=+|p#gGk#67TO)9RS;{xN<E6O_7{-bFDA9u0rj0gE-y)HLNGNCa+HG-h
z%?1~(#$#rCu&dd4i@$<}M*_L@9u`VY!EE>zMHCz7awG^kR!dE~=uUhO1H;(&g4hQ#
z#q|c1I?jqD1#V$ivy)MVfnk*BQVT>e!Oe!jrY6{(O^OHVGpi#M4>Q$(Vf+~VAxab5
z%OV@Fae`5xDlUl@mK-n^Ax@xBFbXGKB3?Wcr%EQYvVYZf`@%6;8o^NR1`OkT3Wqya
z=d|RMSQ_zvD_;WDsT3x)6Vjs+vec{qE;zyv28Jnq1}IiK5Q`VlMOEs?9&2|k`^Ls%
znDgS`l(zvPAm8f4FpTqA7fwA|Oef{r<1W*|83u-N;zSZXXtd-~^*V6G8n^C7{tPGJ
z&V=~k=ekWh0^W8<S=hQ?&gl-8fp<cs!Oa*`qF9Tpqw4z=xF*@H=Gh{l<#}(kqFAaT
z85UOKiC>3(R~+IACZ>G&;^#RVF-G*z1R`A%U+<-rCbXuUxK{n*(#QR#h>=#?0k_1K
z*mZAM_Of!TB84E$#azh<nb*%At!YQreg4Z7xO+%xp#DflPS!w;Eelp1e1|TAG+tzm
z<BKAmI4;#Qo*Y`cSB@z9*Y}VcDbk;Kyyr~t4=WaG!oZk7H8~fhgb(GvT5-4Vr6bw=
z;(0{r6KfCzj{q!kszF#7UA|n(uN*#lQDEnq`YKZ?9bt}lKrSfQ@FfuZz_JzwCKzWN
z^*nUc_CX|S?=pE-o_m~oF2kqAv(zmu%dE{*a+n%reeS_aKHVV$R}?v6V7ljQ7<L-@
zckTGOHMAhSi36JpFA9e-1wRt(tw5veH+k(RLRRVd76yiSun4hdi-X$?`^bPq_ceAZ
zhsFs3zo0SeyTS|@#*C4Uq9k!w-tCDE8xU59-5<XCScV*+aU4Mj1H(Ac=OEe>P82(m
zJ?c2D50vwQZVX4`gn?n4eiTs0Jkg^{HZD{bCHDRReRqm-gn?n4B@yQjX!*HK5_PG9
zHGJ5<mrq6313HaxKm&$x>Ig%3Q7t}znOkmT`ow&A&9u|^#mFCQbd5~~!#LjsIs;kb
zA!%{A%=6J>z~-E~uFYed3>e0X&Uw*{#!2&wW;dK<re6KB`-?@e%COOY1BP+lL!5;|
zaniaES@&blZ<_eco8U46g(#f`dSmalWDR)6UkYuT;?0J^%>b#XP<9$ZeVRh(DP&&%
z%Vlg(z2C<Z)nNGfFZ#cBQ{DHDSIZe*BLfC|FbM}+#>`BHqz{lfc@Qr{MH_yY`eW0s
zrTx}h%Wl^yRHhT+L>PD83`aMdZF_6>p#63H!a2Xx=lL|)aAd5|@Mq<vgXL&ow928|
zX(7D)n>!;aw;3}UKI@#_hJj(6`dH3AfoLv56h9|q!(hv<OL)0FxCh&S55_Oy-T2u{
zqzY~E_Du`10mC?D0o@8NKFC#%6(m&_L*v!qt;Wf_URo&5MvF>_#@!XA+&LIkR0#!P
zD~2u~{5je@u2q%UoRUUY<hdp?&=mvhUR#uh#_C>Y&YYZY;vhOf8F~;67{w47C@d-y
zLv&|pFT+Q%hkzmFL%U+YFiwmj7F9!WG6U7Uiyk-)7{*x{aT+TCudC`I-Q=hGDaauz
z`H3OR;?Yn#sh};yd8YL*o@49vtiaEN(7qcmiq8A!3@U{VI%6Q*^7U}l_Bg*okEaY6
z#90fzEHH#u)FwLhMtAp@7c-TMC;;B;o15M#R_#T=X#_MFFpN`<wc(zmeZjBF-y)Cc
zL+LbN5NABH5-T}EeU#q42M-(!X*3~jWtulj)Un@xUdLSGPJs^uvNnadPB@_pTCsUA
zqaHlmwCX3vkF-M0DT!BBxysymFkYRh<^O-9RTj|8+8EZQcq=$F*N{aIS`8THFCMT2
zBAX3M6A1%D2sU2&uMqcwwI-0Yt(|0t;-$UM1LUen=2l1FN!GUU!~SKw7@{7?(m5Vd
zgM#_XC!^}YgAM8@E*Z!Cl`+~mWYQ4CPV|ls4xQjVgnID6t$uQ%faYpBtK|cdv#Z@f
z$kbr3w|ekEt$yOgg~|4w%A2Rmtoq@a-=TaGJ5LOiW56KJUO1J#adP^w%8c+(V+IW1
z{BLi(OAxj!(IHZM{(rnGz6EwvrbLb<drZ&&7niK;+%X<b8*6-6;?DR<m{NM3?6EK~
z$UKP?oe_aN?K%#Q?~~e@`x2yJ9(caW56B#?^R#u5F~rgxU^jkcQP&NyARH988nu1B
z4iG(thz<k8M0<}o*F6l_>khOU08y&u!ezi9&dl&-S`c!!i@gsM40o}I*c&j697Yeq
zXxhcrta%^wq{L^c1?NA%zCqG1&&7Ns7&UPL#>V0lSl<Urd$(?u4ft^m$H9GlumQs)
z&zHXBxIu%VuwEQr?WeJSHGO=otxMo^kg(&$TbXDC!@w|h?-5jHvU4X*Mz0YxU=XL2
zv?aJ_F-~)7L%S=Qy}lmP!+=4YZzH;ea^U(TB-#V*w1hr!PJ(m{{)UZn`|3Z@R*~Z8
z8eX2z7)YKB{|-#n7A?uepV8K)HyRJhTj_BOd62ak&<_{LlQJAqp;ECFdGF+b1L1xm
zx1CPG>fb}4p}Y>dg7o9y{TdW<=4?5RAwAeQI~k-WM{J(9XL0}Tq{4@R!R|_&S8>qu
z(?zsSf#_zk(0Q;^o}Ej|{>M$SM350IFeq98{qaalHeTcJ;%nlCQ0ta`j3rK&-&y+D
z8t98*-5M|o=Y5ui9-nW&uz%H4ek*sU%lXBEC0-(Cz#vXpZde`~=2XRo?WDfJh4V>M
z!eNMd@K6%!Cx$`flYG$s`KaShV*;4lyyIHJEedaZbMzI|YF9$beHk!}Q)WP%3B}1Y
zP;L4QUN{XH#))RA_#+f2n<_i9tQz>&GH|JzbQ&;>Q=Sl?3&q)51_8sR2|t%P^+d)Q
zm=9z0-GE`7GDgWc{*?L#8;delAVU87==P~sOT$s6I3LPS1BP+R<IfABbka`wXtYIp
z@+dDl4H(8Lon$9NaguokPDu7mn1yi+7{-YS-GKs7ZO8827K%UGiJ)EvLk=(8>>g}|
z8dji($Qm&GnSG$~16kU{r`bt0gQV7Y<-bCU&UOcF;~=yTY~sra_N%N_C8=%lFQQ$A
z)JC)r2?@bB_R$Q2T6XHeg9qv-hGEuXW<Vga>2P5uCfa!BszunaGdvI*FpT&T1`}m%
z+Rsi(2&u(H??7~ddblrM7YyUYh`T^U>-ePpb`Z7yn<zv;&Q2imDI2z@;8qSo{J=Jo
z6o!XzrHX6~RniCiyNFkUmI*|*icf*5c0UGFMFT9Rbr_U>(1NdcZz&kXU^^#T3t66m
z>qZ6#SJV5S7-8cD(t*rPTeS{iE|Kv7n`vaOT@G>jV*AAhi^Bhgw5sfXV-epgWIp_F
z{jWo8P3R>Oh6b^~n42D>Wx()gH9@r5V<5jh2}D-}Gva@n6S53YUTroyh2w*WC$}<$
zdfXVd=+UvuFwWT!H3LQwFJjQ1EC)>x&NBY0r*=g{;CkgA`442bWVQ#)q9E}#U=SxB
z3d%V1KxF%*#Nq9edIv8;1{XbuHDDOAH?ds8SyAM%8#G`L=Q1P~-C`=dK`UN%&5^`y
zkkMok{#Df0+2hcHhl}3e8Va`!Z@k8z!Pmr;P`j7lp@Ka5Q841c7&`-oaaQvrT~W+t
zCz|Y%^!!p^#l`ip<E;?FjhFZ%czKk`9~vV#Pf<q)aM2oe&dm%1hH=UeIKy6JeHaF(
z0mC@4bK>n#2Gel>+`CFIp7dg{0mC>ap#3`$nxM%+8<D;0UXVzy31`4C&W*Sl6^u*m
zmpnMJ4{W!wxMdvFXT{R+!Fw+vIj9PQbH9L=Qv(LSgZo*#9V|C+Jdd|5$Hs?XR=49>
z*<LLayY+Y%8K@xN!kC#rZh19xzqEmgacTIfdr*y6`GfeXm=QVvBv{~IfB%;Oor<1@
zPl>6hZQM8w7{-Y;p~OOvz@Pyb`hC7k&*kv@ExL@Lxff0YhH-8|oNtB>DsNcmu;-eW
zpcpWWQy$<M0!@eJ*OjXW@0>OIZonv<<W(><Gr4i#e)(=axBXPHn`a$t0|s#}L1l-2
z#XvzgriLr=^s3U^BPEZ=L_K(DCiRn(4z)!3mF0J&X1eYR88=dLkmg4hb)50yu>r%h
z<2jC)5{grWidh#e>$Md(GkHx$1BP+NAWnnFq!1v4f9wbL$#yZ>0jJ@lHee7ZyL!a%
z(0Op_ndSLroOl@G%ErD`Eu{q3%``N<0fRVEbK4NZrW{^2*2tBO6?J_5@)IlIX0l!l
zzAaOCeuB<M()AmC6nli>mrh_M<aaN;TjR#rcVp2z)fi`kE`;NgHE^g9&d&8uPPlgk
zl6d1Um)zDgYf}W5)Z}?sQRBYUQWc=Ft_?1H_h7F4enot17r2fg=fa~crte+7X=!c-
zAL|0wijM54Rne9@r&ZVwxWM;gXRxvIUb<8|(+(&klx4%LHZKoqCY@=L_-n|@si9)T
zqO88-F+2tg507Su`_@jr24eP{u0@xx#jFa)VYmmy4jb#G*Y5n2w+LjZo{0XYY_lyj
zk;kmQ#q|3wsVY@oDHQF3<kf6Ne3e`uTq@%i!w8E8p@kWoS2<6|{?PnboL}8rvkU3M
z#+lIph#!tG{r2*c^)&xV1HS`VYzr<IK+{eSC?%a7Qm&CpY%<wxas%2qM1}r@TIHRk
z`4HCZk|R_tuNOF9QbFH2DV2?cuY?ldlw3N7J;25)-)Pb4Z=Qtgvq!2H{-oG@P;OO~
zTnYojBYFp=<n2%?VT*=D0jxrE5*sj#Q_ll8+t^!FzD=(lr#hqO%a9TkaqUzozZETJ
zhf0Q$TZ>9)UGun$h&f2-?|*3yc5rd94X77NDkYR#b=5cKU>F$g?PG|uJZ6skD-I1g
z(pojRadKRZI;coD*<-*kozEbh$3smF>N^CZs|SyfRzEQe<J3ASLaHOuNqjv;RhXCg
zmVw#gOm=zpAcoSA$|VUKPVjQBWy#LvbLI8B*f_Niz{Pob>ciU)XKds*d(K-Dnh<|R
zE0v*VB7uAxZS6j|XvmYr^07WBi?azEj!>{_#JqF<k2<%p9-<tQsaXKz0+m}qs^x}~
z53wx@gulvjdpm+Vsz56w9vzik!kqjbN9Q*>Q`8}bv<AS1io**>W#}7;M=^6lxyRBz
z^@n<!zJFVD55v5LjP<5+-C&<>xb9E*ph<n^o~Dekd{pu3sCl_^ur}4K;bno$LyC-&
zygBZgRx;ih8%yOU@dHn*Ffh!JHHdSXFJxNLc4L!!J7!oH1`OjY1ErW%)_^=(!^Yxc
zcp9DSpzNIUr7$pzvm@dh4E=@aFYoHc#tGzxm`l=<e*;eE&h{`cjI+Iq&I2fG*f?y2
zo2IDT3`9mL*^Ffx+}U1ydzFG`{2Jb^pxNrDDvh|^b7<CUp8>-->i`XbEUEG)HDHC7
zEUpLoT{}_r?JKc>*0?>+fMK-V5pA}#<N*muu*JjbecGlVVxX#tx|ktdnE+v681q78
znz5DPsWP?6+SLP>VW^m~7d2oMPP)0lFte9EzcR<nD~~{}sjth9EOqE5z-gG-1`OhC
ziDsT;z9V3vlQF1@!&4}P=62Hs!#EeBP&wzyT0N4iy1o0Lw<Qf@kPr#)J_I(_1qa-g
zhxd}TZgA2cUgWGma;Qp^>+T1ZHT8hYh$KhWAaDx3Y4Yz!j`#>>q^jGd!C9TD2eBa3
zax<I`s)MLip+s?<4f&bU!4!(ttCun^rC=NsolQ-k?DEuZc3Qvoefz>LHOP2S6!Cu3
zV^KC>cyQ&x<FU|%p8E0t-fziqJQWiwq?WU>AckzL()kyBdm$O>OXsfC;c&ZOVR-@u
z$rVAHsy@0p6m3zbv@4WCqB7}lCDDh(a;+_R5Ebtg%O6G&Y@bDnI3gqCm+$^iLF<Zu
z!ubHixx-jz0;&LGi$eAz{En$?-+%#?jbl#3UUO!0?LDzW8~D{V$MF3O0vqei!;RN}
z^$t|qqic?H$~{BKJc+OyF`ItQF{tBr{h*MPUH9uc{`rMbr%=CjM~wI~lQqT&ie;f#
z*d|vGVmX0m7Vtu^9!wU{9j34!rXZ369xPBAmsKxIpPri$LLMz+V~tt=%bphnY*HqD
z|M`Y}({XLNh-<rhy&{R;t)gGQMO#Yl+NDd`(LS=uBsNx)Wlv52<(EIBtpyc^jGPtq
zPqfOE&?_b_=#ZhJP>UQO$M8|jcTS2_G1^Liw5{M1+793)M+LDcaJ^)^^T)Y90gcC(
z9s;jMiXF_ANXglFFQHS?-L;ys1*xnYX1vyN?lqDxnxQo26JUrK2_-Ch3b`qJw0VP!
zFO?507KP4Sc4#SPGi7x!Wi>la-3S-wCta*L@9qw`+-gPBz<|?rG0n-C6$T9B{1j)S
zQwP%maS+&WX-kW|x9HrAB$W{chH<t+74rv*WrUcGYX&x!=vb}v_^)B>p&nStEqw@J
z939gJM++N1Y32tdA`e46gaVg38XJpqRn!BMBNH~9!ji9J7qM|JfA|BgjyU*6-B0J>
zjYvBw1g<Qy1RF=(A@oiuQB`GI7h$HMhFgBrEt4uI$^(ni$*L-s2Z;KR>ML4<VqU0-
zC`7!jslM7-fOCPYkia(}VK^QR48)<p#%g<PcH(n2;MNQE0Jk*}-Y_tXS5G3hNlJ4L
z3>_kS2k`LYP+AQb#<>QE+KE#0Sh!Rt;U>gToa(2bjWjMCE{n;e6Z}`LWz^6CpwpOk
zO0zHw(<%3Vi;;#10h0ix3(5xh2_yVYm>-5v8q<!IqIwXksViE_S+l7JH7fF!B5bVU
zWn=ysT>vKdkvp3M%erLYWzzl;M>|(sd}`-30jELE#V^N@Mr<sur9eJDStEi72m{0Y
z)|Nt$y4l?F;M{%})lFg;h-vhDQYehVDX{ponBkMW)Z$N55Q4c#j{b!4ISf4yGQtfQ
z#wlgT*eobR#(Jyzxu{?Jbp$$%&4K{~IByniTEA!Gq<A>v=o8;F(eBkVB?Xw9_Grp*
zA+Kb~7MB{|Hz5ut7|4U}gE9m7PF#;Z7%<p}Phdnuf6$PDTpdJ0TH5dq__>hm5H9SX
z9z3wCpMq}umDtf@Hcu^hl&C;4hNc-DGGLJ6Wq{5u1BM|SYquMmm>7$@${=RYI6i=p
zEK$dz&FSo_z5qE8*jSY+t;(=4CsaP&aH-eQhd;#v0*>FaILH%SAVryg;Kh%b)?wAU
z<yAc#G@P5IZvRnxU2X1AJ&7Npohr~p!@0K}iC%SLOQXx|uR01=S|AUehqg~igVfIW
zL^&(nw$I}3T{~p$2hv_RaLIq>ttjm(@5#n?1kDso7qUhs<;wf>1*kAk$@=yA=N_92
z9e3^mz@H_c3B%)*h&Yc>2;l{U$2?1``_(Ugf2SebvQAE$3VO#;5f~rH*(afIJOl^E
zCB+ZK3L`Q%6W=yp<PTNB54{sQwMp|p3ZAmFJOtN(VVrASlHf7b$SA{Pal^gMQ%%7z
z&Y_6&-B3DNER=84gH8j6aTd|XZ7$1<3x8+&e#x`>zU!eSRy%^;{QR2(@Ae1JWYHIv
zZb_clozKj^N0iP!O?RDFsgdtpKU%L<el0sC5xyi09!x~7-HBwF5Q|cLi}N>VrF~sB
z03I$cjD!0%`q_OcE+x!++*N!}Y@yXq!_$=cJ=*$lRqKD&&4ll$$*H^g+J^4mj7foA
z>!6}*%5RK*$}cw4ViejvFeqpj@sRFbZT#%pFu9<6+F0Ny9r6R$)SnFl!(C~DIGsyU
zH4S8T2jyEhzTz-2jI#scl(ww1IAC22X9Ea#yM4Okv6c<H%-2&Ge<ov-Hi<46#`!7W
zglkbDUoL(iMC;-ynsm&`9ih7T+-lhG!1QmAzXPZZa@htW!)X<3E5t0ehK_=vy_Gfk
z44%t5;Brloog;8K$Gcu2>QcQ`Jz0e7<<;PAeDJ&rdBInL_C0lV#2Y{`_wy^H#!*#L
z8>5+I@g12<s<&=XcLwVHO+>M@q7cx8VVrszxfg3<2xfQ7V_yt`yARV`FpTpKYLJ=G
zp`bO7-SjGYz(a!=Fo<&^vIbD%a@ySPo7^<Mcfa5uIAcIOP#Z9aT4p9l`_-_I<`&+O
zb;xaSrfeCLJ$LojQErUY-+*Cq<xYN9C<|229UCa%WycvXjB`7zFK{Dlm!w{J?MXr(
zlMfzK)36f_7{o8lic2VtvqNd-#fRp`Rxg?j7{=KMwyuG!c#Acp00oJIF&_Wvm`Pe+
z!7Z_40>z+;z=lhNTjLJ4{A9yyh+R>AYYTf4F$2}3yVwx<Dh@_7JkvcH@jFvZ<0l(?
zo4R5hogB_o3j@PA`y<XdzL06b$BD#{wO;%+U>N6g7awwhHlS-FsZ4pK-wG61x&8Rd
z7;QQk_yc{HDghh5-pDFj;j=q4@<e(Z#3_n6kHS2nV2-FV-HPE+Y?=7PZ#Y2MSaCIf
ze6-9`C_7T%Xonk##j9%Fwg5T;$2w5Pt38^^x-Wc>IDHEI5Q`mo)qVGcgJ)i8H;Ouq
zLW7MDk@r-2q4b|eW&y7pU#3jPlR+hPjna*1>+0sQ`)7BUs@%C0>?=jDz>lfX$0lEZ
zQbj+WpT8o{%erUNaERUu9d@;ywKDJgar5Nyp7HDk40q)&;&jAQ8W3`!q1FCew6(fb
z?Fz%UxK;wWiXxz8z%b4eI0D()CndBOZ7CF`ERGvC+R>x5hsR`9KQS<4*0K=ck_EbM
z5Yp{>Wf~a2w@q~|q&Hw(1U5PkGuQU>*-QUjiT5j-H04XQ#LEv~`MsRpY0SZ$M%K7E
zC{iGgPGYb(*suqKePT?h_U1b#gv<sd5rhI<v2%8OU;62(K&i9A&>~{MFwT-V6VzB?
z&$409C|V2ZJwG<?jSKgxl?I%SD#4%c1H(8oA<p-GA*zJ!Z+bZBrAiDK#+eb-hjC8H
zC#LEF+!+8E<a$s)1znT344~{hh_eV8-P&QZ=H;~2_5vu#+<!n!jogo7$fa`-9tMW#
zEQvUuCreje5QL3&Y(uZ+!_sT`t%$hSN_{?KkRGEjFpLx3f}%9hnGH}2Y^;o%U&?$h
zLnFWS_p&^<7Ej0f0-E7>-DjUXM@c;$;5ZJMlIWaG${NzxIJahjRZ%+fT#xUcZtGY2
zawU$s1O6rYv9Ymsmi_eQ>Dl1mt9<=ERhz7KMcrYJglJA&(362Skq}9JG(+v9+uEPk
z%5ojx59GpQM0DKPxb+U|hw&!!<_rAN+)!Cl)_`^G*#!j_9L2LH!_+Wf80VLWla_D$
zC0LqeV?8ta_j)hB(+@84X@!1Bp_lIfazw)W>`m~lY^-a6PwE|gw-wxAGI7M~&4+ei
z!#Xe8;SM-<+{VU=n74Q7(JP(&R+*e_%M2~ui^1=JxvapW5F8upiR<O7RJq#0Z+-eo
z;@Y7f#A=Ox4XKw~&j|YtQiF{(q4ulw8qb0Y(tEARH1Wg%ymZ~Mne|?aloh0w{9Lfg
z&Ob)^I08wU^U_qOP~Ica&e1|<50yu!i*QIniOScbm5W9T0x#XlnPSdbHrgl!_7rb=
zYC`Y9&V<8a=k(aQxk3j!%)T~f@gp10Lonmz-6zL4F2I}|g=W?^log*Veu6fu$KguF
zoNrF)_Io6QH^6ang#He^C9rX#aN$_+xx{tHhiq@m;1gWnvOFm^*0=k%Z`nMdA{-7k
zE;;1#voZ)*DxdKP?sy1f;sG|+gjF+orgwqjSwja6+0|*(Q;fYRn7@HMi3w0PHg0G?
zNLhz#HX+%@N3|m`(A%+@;EaG0%t~pI$b&q~gHhlR3l5H<RPqeD_u{;#`gG`;M$eDO
zf<s1piUGqj1_wnPz<r(j)QyFOLTL)=8G{6gBeW0H^2gf$e7m9V4f{5WUwlU(F}ye`
z|BiEroK5%f14KC(8X!R?GGn7_lIjb{z99h!1H;|YS~7wv?Mp4mS8=sT9`$IETJ5y=
ztuuU{_$(9U<KpS+4qv#J`D6I92oMjoO3r$F|3)icbH6oUeeHZXe|LGIv>ozs@-MIK
z%GAtn(Y>QBc~WY=akMri3&6Z}!i2Shhvp)bdcK(Y$gQ1u^RVAkV<9yR;metRey!m9
z&$iUu*9%01TpMVC=yr7FXBTI~6%4m){vCMnNE^+m#gbE~@IyGIR~O@D<`ljxekM+7
z`261$d8J(>++_Ym!SbCW=63=KewV~Y-tQ$t;^}G%Ajs}q<okbmc4AJIMG3=(51^fg
zqpZHPoRa#2TC9qzOc`o&@eNU?QSvH$bN0q(tGC6&N{9PlU>K*YGXx56fSuA3!>}=f
z2o4AB<?t=pSi>hZwevsT)Nd7i|LeQMi=;r$os%l9xVc2}j2~-mIXNjeE0*gx5|L2L
zP)6jy#q1v;UTmz@wa0!t;CvImwSUO;{;M`5>*2<i#8KH#8!xi7XW?XvZ~t49?O9v<
zt=}fy9$LFQtdJ_I0)1T)(5gGPUh`ZT0cKy0Z5tPM6ii1QAJCDLqyd~|a3B_B0g(N^
zM1?#a)zQou@r>H-vy;O}@U8$PMT_gu$ADp;`w%C^nA=zhST@$r_dfY$L&ux2J~|Hy
zXE+$f8HqT5B3C{xR(1(c=~lxF(@I=zApF+!Zk_M;$h=7FNPV2(6Z)t?6-=;jLKUky
z*RO_Jmd~Aw5=@)DTz+fq3!nMLu32owp(Kf4<eYFxPrug-@89+ZNKc_2O-?*&4e*QK
zXxgB^kDPu~sQ^yf3w*t1<E%`J{LV3_JqpHEhBI3q+ZlG(9|~9Hv^bZ!?Dc;>;*aJ8
zWX^fNEm?piVXY+#M}2r=XIn6c&v)PT<S`BYFfc`dzl+$VJHWRmZ>>pIH@`JHZ?h@=
z|M*Bt;ubu5%Rwnly&czE3=)nFoBTYP(^cof!0?EnNQz@p%3XVDbv>)KXmz3eeQV&2
zAL+!fviMzWoK5CgaK(H$>SD@oYy9TPx~jcs-KgBO@31?ab(gxKnQ{rn3RW^rrcNBF
zSm)k*xiL%0G2p_$a96bHqr3}f6mn8dQq%OMeLlgAwb`L#&&dcWPc*C-J15Go0?I@6
z;abz;(;z&3H%%^4WzO2`div^!a(8dld6N?|g=fl+%GA9zV7Rv*A_sq<fs4XtZ1_S}
zeqg_oUIaM^NIj_D;;_2Mc7zJ28o`$7E4cuK?D}v@MmdOTqX8(1^ofx;GqJH$QZqk@
z?`cH7MfHIVuR8p|{ay*(4CF^UPn(Ewz579^C9D^bKF~SXSh?yylD5Ab>;=?Ax+np3
zgT6h6y~M`J0DvR`WpOF8i+lExpdhnZJ%|&bbAnb)SAMI)IM;<ykFFX3E;XmXzeK({
z+owNKH)CT_F*rzeQx9UFB*4xBT$PP;%39se56m~6rVwF&iAxnWR&xIC11hd-;kUk9
zKe^v$pF#|RA_0@4R9XY-CsI<p@lpFI@g9+|1V+uq#@h1t<Na1fN5ef@l?v4_I-|K?
zyiXtnkV<T<uY0EDdh-If3SL|Be)oahU8z`jwktkI_y~JHq8y2lQ%BOSHGO6b)IFNj
zboq`MC)4!;(iq|UgGj)lj-c`-6P~$H2jBydC_VDrIKm!*+{Fe$w!hx7d^GH0ZWQV`
zs#mrepePL6YWK!EZ{@mJ$ZySk{NcqlK7p$3GiBdgDTWJLfB56ESa7YBtt|$vtnjek
zRADsikTj}{CZ&<IF5#^q%i2_sSdd;lja6Kt<52vGjX3STQYXt+&B3=fwR`I-XHXsE
zIY3G)pt6E~(@IOTHo{(u0)vSw)|BU$yt^(x?8&cBE%i`Ze=LTIs~=Ey28RM0r~W*Y
zTA-5@`0PUjBCl1##z~@q4XLu(6bnLikjuKM<anKN48>WA(KUSI=g0rvvr%rpr5+S`
za|BNy5orb<R=bQ8!N2k}jnC53Z#_CW$G5*-8p<|W4v-?H;R=8z5!g8A8jz!0XLPMv
z13#2WjdF|I-UTkNtii^5w$LBVE{ufGt53(ZOv+phG8St?uY-n<4pX5vnmGT~>5&ba
zF#)}EXaaOFARk}TE%X%_d^02}DS9>Y$ngWoUaEkuI88&KK}c6Y1dNLK<Vm7A79p8s
zBipRC#U`F<x(R$eh5Fv^+I%El<aeLNc?+an$(p&RdEL-49_~;Lng}2TD!*1KA01WU
z_Vh8us&{IL^|7ow%9#DqWsBY&_tHQ0nPvLu%6$|?Gi?Rjn*R2b>T6b<V?UxkiE@MU
z3{`QriWq$|;J$K#J#mH3zdG=ZS`FBC)Xr(=1__+L&ZU=dE>`s3yR+*aEaVqokiZv%
zUu|rxe3>$LTGj`0O*WKVSo?IJVT`d6MxRPAfzPgt6Za-c@Dqhs`A@zMI(N^(%r#aH
ze1^g60Ad9m2SL+z7ig@cUH0phZ`bo%eqWdQ-7;&RPCGPSr8C_pWVuV2St@G}4nB%c
zo3&`c`nuZEYlG8oD-s`JS3qj8u}bEv^v&r(aJiv+NLL+fj#?iZt48$3TF)(p&8~V7
z+ldFqP-kOfMV*;$CD$+G=LeSIj_}z)R*}$qu)sP-_5nnTjkTb5jjL<QL-kJez)Rj4
zTy-U>zHspTjdbkVT3{~V&jf$j4Uo~#j%##1sx)x!o!0H|RD7$mUQ#u@PsqfXZ;^H6
zYJsy2S_}*Ooh6m-D{;jyoQ!r#OXl^9GsKBY*eh(Tyoni`KRFVT8G64Ildod0j%w9)
znL8>j+=|)x#Hf7P^Xf5r3Wmf<NtBibnHx`@s@kH=O>n+H;yc-T(QlZ{WK4LPV-R<*
zG@f(JX^+D(!iI01u{!t$m1y_;2=+(ljXS$1)n%c|BGn6`Qc_M109>i!*vdL$pYFDT
z1HekvCvK?uPGz3&I^)tObjIcI*>`@f(hhE5saA9B=l-{&*%x#yWO0No&gKfG9?vza
z7H=ENA_z8)<pygxEo7Paqqtkg#37*)hh%YaY^?A1_Q?L!t$Uz(r>^+3Zh607Y>>n0
z8u99BFKuiw`8VaLa``zCuec%S6V)r1DAf_NHQ|d#$CtSA6pYnmAP-iY#YiePPUtFR
zW*l3zr_kXeG0ehU2!f51!w7MOb)NJ6P(H2*^F();1_D$(ojKjq2E%%!OzNEoS&&vX
zPE|p0l`GRRUF@db*22$X!$0u@PcaNu6dS3xQW$W!t&|R{OTDrO_Uh@QDmEN8r4sbk
z%|QfodJA)gR*kZL^;s=bTsc*t;m_j9rPxEC)nZELn;<bWCPWU1tc{2I#)eH<T2_IB
z)5mnlQk~^N?|9v-2;KY+dQ;6GCgCq6!3ihB0y_d5E9&Q;uXQU^-ftDT-1O3WZTsnQ
z#uDHH8w<~JOQwKQ%zL9>fn1vtc*5yHB%XkGkM@_hIfGh*@ZLlvUa7un3zYZ)LP`-{
zut+)XbbU^t>OWdHr~f*C{<hM7Q3{kMh@~C{Wd!q<RT%+Up~HB5ERuyhKGwAHPFqD@
zG1u@Naf=2{!?PuzE@tA{5e9~F>c|!M?wuX^%G>NA3<eD2oCJD69E4>Y{2!VIx^M($
z=-+EDtgTxbXYpZ#aT`Gf4C7n|XEAW;RfhyPT}-k%gD*7*IgL4ZFw}zwa`h9#FmiqV
z7vVbpt9;_9)$<83Dr&qc<~=(WGJcg6bXuPmx*R+lT}E;38T{fL=>lzOpY434>z!vn
zdNbFEU0ZQpGru@bAlkZKKfC9g<=?;-t9sY!MJE0LSBc%<x~37&=oc3Vi?*ogq~~vl
z7isog(w{X;`o%>8(c?iN5bR0D-jC7uv!Y?guOwYDphYeiVUTqkJ-vTs29Q0NL9fBT
zAj6y>g<bHPTOmV;pE{S~AcZh6JZOgz=W^Jg1PKDq9`)cM2<oSx{2jUB(F5zA4csr4
z3c^Qgnwu<K>RKn|r_>;9R8w#?-2HNY7YnJby?XsQhVmcLY+y=SaNYy;B`93hm{kT0
z^YA=k&Dt)xZG2j9ypU28t9Bur<Kw|c1BUVHeP)E*V$wb{|E}kw9=`&0z~W*X-)b?f
zo7V4o89H0{wRKJAfmKqn+}4}p^1~6f<IvQk@gl9lkCpP)ARISFlJx`o20TC%7NwcB
zz33BI?p8Kdfv9?4?j8=xp#RXj^UF1B<rja`gwmD|?P4MLB5Fs!oRzLu;nh*EcJ5<q
z(h{)1s50&1X6O{9f!m<8+M#I2Cnm;&;*^a=r$HtBmQ}y<h3z#S({rvkZr*9m+24Ui
zmW@R>k(Yvt*EdaV|JFdXE+{Z491M?ZDa7d<)#x$fV`37B-@w=F1TckxVVt*c9>+iv
zB!9eNRSzEWr+(sUCycX_rqg~Fw-MM_W8eDjlcgVk^UhlRTvri?D-h8c4u)}71e}3~
z;yT0flbFyHe6nre5MP8`2Wm_;53&sy{)G0oL<qeiOkI26(&{BK5U}v1=&|r&s{SX{
z)jsT|qlUx4GyX(`choQz1s2#?Z~Qi@%8#qznu<xgGq?C`R8bZQ`SX2X7-ur#A(61B
zqL^W0ZOC}@$Y<Rj_gf_{#oXI44r`7(tPTUiIBOx!lQ3jKBEhy4F>tq6{Fwp6I2QrV
zKvdKC)C4$vO}+ovEm7wJ|M}HIA!FelyX`wh+>Ocs)9tUf8~2DT=u&xlybKtoc{}pq
z178Rq*x*y=Cmu3pz%b6Akq_CMCMKsQ+)wL6)i#>Rc*CTzny8-`hEWdz-wKJN`;6+N
zI?JxDFAJ{c?s@W$>-={w5Cuo2Ycu)I*zH5J7SHClc69$F{kiF_`HV{I>l`1J?DxDM
zZndyJFSL8ykh&flJPML53W7Xs@zfVT05^dVOGtNA0G9R_zdQCqGgpSo86^IDI^ETq
zx8Y;PUB6utvO?z0UURZRlNQ?F@jJphuA(sT%p46L;o1t*774Plhu`}Axuxw;C6PJ~
z2g5jh=uLIhaaA;{uyJzA!1f~#HI`U()NvRX##tBpHP2h-z!jowArHY|cZq^woaKN{
z$gb!HH@bI9uo8v^O>458z*VarJW#8j7=}?-M;6QvC07}g91P-t(|}=|+DRQDlhr9>
z{d|v_4^27+Uh<ul-)>NP+7rOm$z%cRTbW;ZefX_Hh3-aM#VSAYaqf9=gyNiRXd{`o
z_q6PTN6gt~%ZwguEEYOdXhX@dUQSh2MJE!IYIjIIG#MFE2e!(<WKEc|F|6V1Pb_-;
z?)y@X({N>62aOnqy4DvCo|!WT@h64iuhz8Kx#N$4+14Z5=)}7|Op?r!Hw32v!#Ecp
zPG?=pisk?|POU}AIQ{vbAIntVRYlK@FffdB5#n^_#w*xIY^=6lR~%bC6I?HSxmw3w
zFEn%|bB2LooUIV&f>2@Ov#O5=Z)n)*O}w|lP?`n|<2;2p7lz`by#mxhZp|t422KNp
zaq43e)1-%cD^z7Uk8KPocNYxfJcdUx&KPOM&0Z#zpuqYo3=HEugE*Zr(px^7?BKuA
zPBlk=g@Iw5ivcIBZ+K=7_qw(WPK;*1k9zPJD)keeTQllMaMwGS{2B{T-D1Nd#1C9=
zEDQ|e)Ti<8q2g;})OC*Re<_RK#l|vV7-t<9omyq^W<otMonc@YXKlo33_t5o8Z*4%
z(^<as@Eb6U^B)|lh;A4R8?++O2!PvJJ=}McTriAP`z9h>z6tVH!I=})-@r-wf9<~E
zTGiiaM;3!j$HqCj+OF%3D38de$REcP*JH${zDfmC;9t4GHLKWaqiJ<oZ~vPEJQOHM
zPL-kc|8~ZITg0BdMRII%)8xd#1B2%bjUV`l)Pu)psGk^yM?=TdxaFHV3W4f6pwcka
z3>e0lh~#E#1F5*3)8d6!&9Mjdhv-NaxBrKutf&IWUm)eqnyrV96(>~)KJVdiVE>Og
z|KJYI!VYD{4mC>(PGd9}`(H6%3#FU+L@FGgD-Pdx9dN-gt!t3h98~e--)6s_74FD(
z_V*~?kO#e_f520zCYtGf<H<$+cLjs&g)XUOD0J=yZ3mrYC=3j<X*;qh8?h;LPz`I=
zV^9qk#{7fCjJCANeq-(Oz-+)U<|~LfD`F0%_<s|_5_t4X>!w{6EIZj)Z4V#6(Y)|u
zP=4;ikrj_`_Jc-#3(ZPjI2fi?=io%h^c%{-*;9LbqYhuk`mG<@etW(2sKJ2KIZVEe
zt_f_crn}oOd9i*wztwzE@1t?;`m>wvPYf+^RJcBr`l$Z6<;_+Bnbx%@a-LrKymqiv
z!ERl{6(YhO54&pFSeu3~X`1wE13y2ci$CQm5)OvDrBhZS=+-&RV6d*)apO1r1(o_{
z&%GL3wG8GEoTQaWCOCM*Fist(=p0>2c)DZ_jv@;FaHGv%`+5V;$*{r&9mlYBr;hQ}
zXJxE1?k=o*O9mc_ef}ZXb9dhNOSX>P{VLp1`b8Jwnn^1zY@9~Vf3$aO@7|h&y3jby
zcl#vvwq(}i?)!Q`gn7jl8RtE}tB)6DZ2P|Y`OLPHC&sI|0{b5zicS|w4g9Xm?Z!=^
z#>z{Jn!UNXHwO*K%OB9@u@cL!h@5{H0t#ui_0g2+QVS8XYOTDU!>aiG;;RkI#QUxK
z#{)ArpP3DmIb*vHKZ~0@>-xUpxqDWJNas=|4wn65|7;eo+bCWXfFb7LCP$L+$!7yr
z_#cJzkRfqnjz0OuY)yhrM}mwDAHd7}qT$2#y?iRNFhmQk?pMD-;hsRkVG;$IgM@&V
z0mGu8bC%pV$LvY_r_{sXq>7K|T(NH<^w4}jII97d<Y}g}uz#rzlpu=uAc06xz{V<4
z=BvNc3&9C8`TRQg#UTPogkJ^xpTTOkdhMJHhaiq^aN8+2%Fh50CpcDn(Mj7w{J_w0
zXP3Xcypv`~PMmKaK?j43MRKFVjwSQ@lC4LidhWgq7-q;8zzLp-W&+M(J41GO5NfvG
z)PsjMRX>?&$v?TY-W}L`+SpjHO|K%NtCWO*80UdC)H#qI8yoA!fNm3aU(F7|n$Clu
zlqdTkV4`fa&sI5axkoy>HbUw<QhFUarxbtvz|($f(5IueKDTKE4DmfVIIfTwC`0j7
z+l>Ho^NTIL4=#XM7AKZLuXntSeQfBTTYA3XDoKCN)mtodX=7sr-XGDUPG>kZsq_23
zfx~K`d&|-BVPLo`4{@wlggpy!Vq;M}J7n0Y2cCp@m5GgwrE=i-L2>X3f?&fJSMmdY
zR!2(F2ExY4Z8gpixAo;wFZr#03wKt&^e4{!Z6w|?JV_{g5j<}%MLoB1?Xh<_q(;x9
zGj(#TZSW!F`j>9mqrt5AXLIaZarlUk?jK*X*NV3OI1QpubN3wIAuoVXXqfm4=aGz=
z+WT1f5&ItR=ePdJ^;zem@42*wuFmKvu6(ejT03W*I~(&v8%Qv!JfKmfdmjPujyoQI
zCQW3(Fhg|AU4%U}3ovjCG}d!s%Ir+-8^J}<BiF6%^L{+wq&nO3X9;M+Fit;?E$t`m
z7jaOgA(Nlp)Z+ZtYd{-z$(wKZ;~V<}PUmzAf0lqI4C7pmGI$YWBxn|MoPs)b^_ay5
z4C8EpbYc)%5Kgj(;N&`t3*LZXoPWFI+K*Ej8|$%GR@6?L2g{^-NEdnY$^}_Vk6{(6
z>C_O>U}KRJ3eczr{_G9cXQL4w8|zH58GCaM0hO#C__I>3v0>fD4{AC!Ks4BJU@|}O
zXSG=sA;Wwq)~C-G!$;@#)$&`3qDies`@&r~A_MhSn_dPC<IDszPg#_k(DcH_T2ORT
z_AxiAK=7mUkS-n~oNZwM1vbv11uPe8!=^Ym5z$~{)l2-OZ5sh-)B}Guv+J`L!B1{u
zV>Nnt+bCZYgmS6}{;VE2S|-M;v!(IT>a*t&4K^01KdJ}*tk3n?69|uub0Q7%@A~_J
zv2VPLMxoQ&W2lg@advp?)K+g@v>LboqQS;Ws<kBNi6lVtLCvX)3ck=oueaJ@Aypy^
zkXzM{-dy$TqPkGHsBK{7^y#Pvoz1XbCY0mOqT`l((MnZnhNyZ5R@2T!8}G}}M(II1
za^Hi*Q@kWB9yd1~U)-XI)`PNmGCJ3s!a87mUeB?$!-09OVpbTpul97ZJjod!z_0tK
zY_XEx!BJ|fs+ESme?sd)fj^UOHDGugbTDy*9C`Z=GVq@!4`nU#BIv9q3Y}f`MYT9!
zh@%JbXA%(uhH=(LIvu~7v<m$wrIbVjv*VqQtF3SJ1kMh}uZBNM^U;K1oX2sZFNO{U
z=`0fXtzo@t1`Oluh;%Lq#mRd~rR+R(s{z9}bzy`ESrdT@Biu=Pxa7^29sE{K-@;)T
zXZ6!zSNc{hpX*kwWl*=T@Ks25D0Q#Eil=k+=Gbpt#}e|lK}S&?%W9AJ8oH+>m=Dv=
zwmJ7w-6#CwGIT9y+oR5}oau8aS`>$EA%N(KMT+<&+}Ut?*Pmm`<@Sp!ge3;&9yVN3
z-0@;UqR3YSk`tCPDx}1lrz59YU3;-YRVMv7s4cY>EsGej;fxx`(|k<32XW%7t!N%t
z1#N7s1rzdZSU3yfZPWu>N?~AlbaW!8V+LV1r}a>kr;hXtK&pE3u|vIDpM@EuT$;M{
zo|76NX+Gcg+}Mw9LzK%-f8rkpV&|*cMmE}kv|}3jVvYL!r@K%x30N~hr2)z_)(9Vv
zKt<zVh5J3v==VqGvSD&e2KK=C#2~A%(J2OB)x7Z6+7k8rViqxf34&n5g_x}s{XfjG
z><@?}b@tSmaf->ED<4b0dpc+Oq}VRJUD;)R=tlRgaTPjL*XmPWi{)5iU2&Z}a&%z5
ztFs#VtsV^vOfLAk=jN7#3xXMAF<LO+lYa3>sEE>f0?sMr*H)=&cm_yp{q)c6y=TTi
z7Q*e<eK+#e@5B4wmyq+41qJSW@NR`4pcKZ~Z}Zfi`-*F4u4@NINTbyL5b#>v2e01o
z+$#|M|7zX(6E5yV-R}g=dnopY_H6rd<H%xszKP;Ma?Jf3KW9v}18b}M)$*W0ND-}q
zEB&UeOnJOoTehS<K&ZMp%r7U4q#Lq8_HR@ET#>zRLf*jP{&(B8oS;{bipT<40_y9d
zz0P*7oyTuwTsb!Cr@b@u_~~2_r|vW+gg7;wU~e|zle7X^kGYCq>3k6?f$oA~fxZFb
zD3<y{G&999L8_*zo$jGU4H(Ax3``P;ByI^c`;z`mUwAy?&F$cYJJg}Xp72;uz(-7j
zHTV9(A}$yvy9=VvMN}vBX_A=SJNS-vl5mK9`*N4aSR$)uQECH*u}=f+Vp%Aojitzg
z(FP3TT!J{4hvMX!s9yBIX}~Z}t?1nzdWDJ;+&pY71BP+#K{{82(#fX}VYVy=4C0)Q
z^L7R{17X&HuXA%jSYWWRmNt9;?73LjsjjTMAj`>~X`m0b0btN#N_}@(zPMiCYK-MC
z=q?tw;#P(P#{@6VEVd$KX&3k*e8$FFl@|SE>q#B`R_FLH1NEmu$WI$2(r4#`$toLb
zQ|dS4j^Bi2Y4sqkNDx=@2u-eERr2$%m>qW&RfMFm80>ZdBUWLeQcQHj1Az(Z0cpfv
z&qJfSq!$`Gc!1a$^&sX+jIJ~RHG_C63Cw^8K5D&cg3Kq77#tdG_+@^8Zb-T|p}P@t
z%Y)WP8X4D78Gr|nvt<#Zycxh}ug?Yj!p3SCohPbbat}X00C+uswD*Fji5jqT0_@0k
z*;uMh06zeeWW6?-947DJ@yT>}%84KOPNDKEHp8|;JplI7$kRP8o`&HDfIo#~r@6$W
zD*gjD&b~FEwqJp05hX1;I~%O^vaya_@mbTNAu>cgh|Sa`U7%*&b6<3;3>O(&>H)fh
zAGOy3Yt^_P!;fOa@c{e)G)5wMZc%;?jSXz9{Feum&GrSP)v5<^G<(R183C_=@kNwV
znHBBuRIWpEty0$$@jXQVULFXrkGps(2OAq}&bXM{B|5-dQV(K3$W72>W(A=hL{T`y
z4+0^n0=?b0&9)-e!DE;u+Y)=N?_ToRMS%d>SmZK;LWSxfNafrt^<=NXc4AsJJE_#b
zgtUIieM-f}_v-y9HgR^6ofZu%lGX;}i}pNPb$4S(lXf29mKacmKwlV`pbv@@Kq}zW
zkyENJsP%ll*C+P7Qc)VbQX}2Nkv@X(?#L+vJ{UiqaDWaS)c_cPjTM{Yr-*vL_J*xq
z&b%+zS)Qcv|AJimRpJi^AB_KZiC?@2wAn2{ES>v>V*S=78SwbD#(xa)A1C|>Dqk|;
zgYiEC;Yz?CE#<V=KN@YRQvB(nB*M6NO9o6Z&P7DCmPERi>8ogKUUbs`qwG4st16l{
zN|hoay(q=ddl69KUc^WdkRqaj5<(IVM?->}gm&#<!wLclB4R=5Dps(82qHyA6a|r@
zfQX`?sGnH)-`Ux6&e@yb@AG`ae92^Y&g|^$?Ck7p=Gr(Oxq#-<qT&BR(}i9H59ypk
zA8P+ZBUgzsax=3s@>&(-k4o#D1{D97RA~%a=J#53T-`+44GVFaJgb<6BIv^`G%1t?
zk>&Y$aIMm^=nR6GuvX5TziA{P#-R7mx9jEHgd#EDio<ZQ6>kVV2$37dS|edT+jLRW
zta19-vAAp1xL)q4dW|!3v$L~gDYU#+nOQd$WZ}mnug6dFh+i3AAz-pC4MIZu8Owve
zorG3~*WL9rZwQ!hqCrGw-e^<&haX(lY^pU))=uwFns6lzRex^LYL2r?hCWa9B$HlJ
z)(w?FSsmQj;46IHWnQFQrhWh?qPJWE{4>G51YYZF%YRlQ1NW<|-8H7o#D(2y$6l2<
znF5^`ce3K!0c10YG(L@l*g4VCNPBGV*#9Ex8YCA2w$QGwxSJ5CN5#wgEF?u}M0||M
z5Y%A>%_0J-QuyJRLBb5S4KkRWH7fr<FzL4>X%X<|9k02h$x5WdY9t{VNP8TRD3=z*
zfrv)5L~9b0x3WZK4Rr!0CCnh=d{&vQBpL!rQvxC0&^L)Mr4ER$P)i9s^Ewwl>QDk+
zEZy~hoUAuvUa-}OxH|ckJm5}=bD6}tA?C`Dev2W@Spyhh%qQzPHd@kPSLR^sx98n_
z;NnSBQGQP>=Ox+BAwJcBYoihIB9qvwtS2j$J8Q&`hy;{-amQEVhxC<uT;tZCsO#FM
zv3|x4*;%bJ3&xC<Q`~AaFYf_QDj}#?0fbcqP3SXEwCFObAV*r0dV|t)GIPhY%FD{i
zte2i&ug!!u^k2J++g;GH%>`{QY1@YEODc^l0rgNJUhCi&3;&k&XMaNXT%x8Lk6ID*
zVMf{+?e?<r@#1UdNIyT1H5@nFC1=cF$lR4C#UY^b>rvr@6YamT?9>1!q9(Ib1bvvD
zCWf6cbRCZw5m~JUq~~LO$O$sxKM4yjftMKeWRrLQ^5X_ci1BO)sM;x)JYBoARP}wk
z;96<~YsBkhL@y=TO(wMq?!nAym`23yOk#(aPw8>-T_a)xlh|p<fBdZuQGFW|XGN{G
z2?S|GoPA0XurBunPmtApMT*!Tjn9z4+Za19ds};`x<+74$VC^Ui2Q9H5&IdYHkw96
zYSia8m)kTV`Z0<9Qj>|R5pfTjEnDH!JmjPi(K+fkJ1ZSnZ$^XkDk&3;90tjMlD?FH
zXR2#zMC8gA10+v=+pGNZH{!HIBO;5%+X(*%0$!!>&-TZ4Ziwsj3K3mkcG1yc{3C(a
zcx;a*mAYILH;9-XWnG&dYlFI1kUDjOIwIh4x>0eQ)ZEcO@0SL};~2+lN&Dm#%N7V%
zLj|qn)9K`@7UGeZc#TP{W6m}dS93I?UpTdy{MAsg{jAkk-8B-Pa4pP)8--`IPC4lU
zC5Jgm@rBNb{Q{w{bRP0eq-+FK03$#X?!2k#JTEI<oMO6PfvM~h@FwqAH2l1uM#T+6
zF4hO66$?q4$9NW|5ElfLSBQ$Q>?iJ`&_*TFs#R!BWHHm0oOhUkGH{xFEs>9kk~{8}
zCf`KlUX<L#tTf_E&0#=Pld9zRLW>f3TaUGvdvXOtpb>OBfIj{=n&Y3d=GjkT3xz9R
z8d+3abSB?II#XL%tt`1S4a39M$PQb<$RbU2GYo}K!0Wqe{JD*qkBA#2A;w`&V3z%l
zW*GtRheL1F+A(uT+#vWUY3JzFK&)WHW&M$FYf+_GgqSrVCbJu4Kg4XrH6pe{gy@uf
zaS6OfR^ONL;Tr6hHG)p3Lu-5){F)T?aI}?H{^Tq2{K@(ecKym5o9!!CG5Pux@T|C$
zJc4N&Nr)Deq&2W#tAAx^3L6to<Q6DL8Xe2~jiF_8T5Eh90q=N|J{i}ahB48I=~mV_
zCE#tCHMQO9#Yjcdh-)1Ac@3PNYecK-C(Y0k0q>P1=U-62CK3WQqU{t0R;9(65<waX
ze_x8xIkO{6_I08ksR{wJ7dJ@4U7t-pv_@RHn+Gg4;<9eu6VgbS^~Q#EIW)?<O3M9u
z5(fbj`ZY+xbsbo#gWk5|IxtBf^6V~Lj{Oq<$~nTDXPQgq#-TyNAJ{DXfth}WReV?f
zq@gC@@x@OhnP?>8x*n_zpX%q>K8<PD!#Xf}>`bPI>jmtq+~dsbqX=wj#2rNK+ISiX
zf8)9C1|bhan2|eXte-98Cbq)K^B=bTw?T#WaZe+7=T_RfKphDED?=0RE+u()>3JEx
zpXTRf;0kvp?F+1T#mh00Q#FEfN$%7tl{?f6m}CLz9RYi}NBg~DzLJEINDKuzK8240
zocZ*^sst*76AwLdDkl}_UCiCyOp}#>r)%sPL@Z?z`$)L1QDMtrs_(lWdp$wGJQZya
z!Qba!Nox!N^;{FOW%%7DzWi+Mcad_>&&|#qpC#i{b~CP{8YaAvMD9+^TJa_1<2D4;
z6VQ0~N|){Uf63i)=C7ttC17&s45B&nE79slz|{CMh?W@D!uJVyjZ~>-gM>LtvUASM
zPtR|4MOyDGQhN`AlKSJYEKA_koqAozne*}3ibkk3Ujdlq*QIU(hQ+xE`v2bdpi6tw
z1hHm9`&%k%vO?}uW#3mo5@M3<yD0i_-wl$?(0oylk>4sKJv$@MpCpX})d?4}Sh(Kw
zcp9NkpNw4u+u4SgeDMCsYi8Hkq#0`j<eg}~yhu$R=k3RHL{7jnIVKtr9YKs1?d*31
z5dNV0&IjSNdxD?eN=IkI;xttzG?EbOAxHE`O9ngMt|R+Ql!UES;AUNzsq+eBsvsxG
zmhF;Vd_2#i5!xFF8sL4zRyhv-6+s{FzlPI)L4HO~?s$@gZA2exn$yjMh_N~qK@;w%
zrqdCYmXWv(7nZtXNfM$bZ^f;mJ2c^*+MCtd&&wT^E3oHdA3hV~o$rr9$V(wXw=pm=
z_(%;W#Tp?IQ-HxwDFqSpp=nX{VSZW}e(++#C}JQ9J0VuAP<4qyW4@9I-k}M1-`aFv
zlsF3M-|<e2C>jPtVfl6F3*#j}7dOy+Jl%XMS=eEBHf?zFE4uk~J;uQ$B6C*9$xXmK
z%%W@VM~U1qX|fCu-t>UB`r~QoAfQfhtLo$2s`3o0J^h+)afodktSN#%+;=T!jzD)u
zx5}C@Has15JkA8>65>eI?l?66sjKW<FWGzyRG2qi*@5Bt7@!GvRXh1t<=rUc$*xr%
zy@ypNMXL~SaX!nT3H2oolC3D|pW7HiK)~DGX7%x<L%)c7qrU(1-jzT|foqecl(l&h
z7$z*pm*OW9c*j0?rtJBDZjKuS<Z=ydL4Pxj*Y7IODW8CMcGbm?-}ml<xIsjm_qBFa
z`snld6ECZQn)ezJT_s7t3wXWHxDVbQ{5pzlD@1oH-vqxoYH4Rz8&Ev`bhvmLSyWu)
z(RBQTlx`9*EK(nUJqf%UPXB9O&xF9^L<$j8n8c1CSCXw4_cQ_qc99y(5Dz85hnBs6
z#`J&q%b#$afRBUEikvmL1D=!L3eoqB@zSN=NURd@R?fQh+xp!b#0`=VljVQ}mL9##
zne|RQ#w0cZIPBNh_fK9_C+=xPTpw-4wF?zks<x`n=YMzKvEZuXF;64n<LI2?R*;aX
z5%EKGZPLzy$>SAM;kbv~6dgb|#T`N_e4>ssT_C+|93N-;<eB?)vrz)?*Ngg%dTZG$
zaf2kpJpOQdWbIX*_SQ%H3UISkAsAU1aK4!~6`Aa1%_rR^;PoAH=^Gy|gsx~rbYqo2
zgnxVjUgytG?moNW3Z%j-B+R~R!-#$In8~oLr=AFS|C>w~5)qWv2u;k>(Shhmpcg<$
z=eRy_4ZKPq-<qvKhq4FB?fDJ+C~=a7oJ!3T@HX$={R3+G#0?VW@|<KsM*3rBwx4rD
z*w~utO&Upva#7~=uhd5WuSn3Wun95NmlNV|;+lZBdBgQ3S`^1QsYVjwBJRtczjGc0
z9{1CTXotBJ(lEzC5)Vd|(47$Tqa@A>BA$wp@LC!u>$Ir2=ty7l4vispMZ}l1oCMsx
zx2VD~PkYSb`0(PfXs3=xjZP_ZS-cG8*PYsZ2K%lkL!l9|k$q%Kq7$9e7I$S#lwiKB
zJ~<){>yzu<LhEypToKkKZUtxM8lgQ>E3oaSU{;Hlcsiz#1PK^2gM@ocI@dC&>RY&5
z$1B6#-)L73O}MLu$tFx1j5?jFjD?p%uaSg%b;4E&(K|YE9GY;iZZrmBmA#Vd80>aE
zjXeRc>YCpBH?JNUH%LO9!`<5Tj%^P7HjN0i9PB006Yze^e5S^_>S#tIVb0t*3UNjp
zrOCj!$jy}oZz}Ocz!L?-ZvNy<+-T4UjlJ|l?jf3c0WevLpbs;UbeSmN6KxuY`Sc|O
zyt|)1aNx@B2)=8CENy8_7+Kw3PZ+Co{8IIyn5PjjmRGsu)Fc5_ysQ-b1z9?;RKx*D
zI&9FDG#qh{p^;0|;RAcpw`SaZwa*@eXY4eR5WllXil7OLB&nGlg(o=kM?)fh<A?Fd
z1ibYJV>8y?fx{(@B*bXhmrr-xCGZaQz4h_yKg9x~5%Ctj9KK=>NsfS5zuoV-3!7p@
zHG%;>ObxUl>-R6Wcp-3~fOkXplZ&o<11p$DKrR=&BcK#zSw~^YiwOee{*OUKNlD^U
z^jZS%qC21Kc*i^(eQHEd&){)#J&+LaYCN$1hjQ&uAVDL#)0UtVt(m;x0FV>#DwewB
zy}6enkx(O|G?T1?LG%fz=g2z64I*x5lH>TtC*b`(?dBiO?SKR-jfl3AMAXJV5_l#{
zMkC^1Y3F^JNk+iyv-6UdHa!RLP$Ob9>tQO%h=9p~Hb__@?AdR6#*GEOP#f>G{L!@3
zx1#F^p?$9nHotz>{`phtH}2+Xgyu|ZjEgTXc3ps_4U^TbAiNNwoS8;6c|}^7E@X1M
z%JEtHMxD>IF{X3k>@xrCpJkqELL6vB^y5}i=<5lX!wQ3l!AxQWRR5WNbvJG90TopU
zhF^M3^6lH=yvh~PVqx+WD6onUJ#XF%mFGTUm4G?qF^G|;%wXyim8ToXcRtN=14I^Y
zz3k_(lM^@`3V%*>6B!{*$WnQbg?^2ds^dH*#I;e$J2c_GZBQsJ4Oe=Q8k%+rVcJwL
zX9J;yDcXPw0q=&Cvk3YyD>gw9tRNnGDo*_VB`^;Nc(qH8AF^gR_O=?KH4Pe%I3xl1
z7-Wrp$4?|sdB;`a2GQhIh#aqTg~>O6mNMazT3DtvqGwfcv?!`e^1yexZk#h^cvL3o
z9o!_!l#rRGbUUA)b1WgKY=s2M^y0PMKC(jNv6!g;|I{%n+@vOGP~WHxl8XTW&lJPe
z2n{oxD~c~+h{O&68fIdgfTt^t8AOr$x6$|TSOgxT=4`01W2(f)*O5JoWjyIzFN$#|
zQ^+vBpBO(7W!%|lXvXg*##t)@jB68XY;9PbLo+LhI=h_jCFLVvjz$e)DxBJ-!I^!c
zdvxx*rimUT!(c^CQ$P{JAJNQlx3yWqPFmpYzpU}<2juHn%k)N8?aFU|hZARwBwX(F
zuMADN>&At4ot_OliO_i(nM?Ah8ex1S@VX63z3a-iaIHimH006{V6gS3%&$T81iX)q
zR7s!M1N0iv3!q(6c{byT9F2%pEX4KHA^{VhH;8D(x)qgkFl2K8Y=wrx*>Zw)X%mXk
z)XIsjksOeEOCP|z6%#8#7iy7rcYy>e(K<T*PFO2E2=1|v9)EJ9eYyoo15g1*SORb6
z>1#fHAp_2mMiSzBX{rL&_wPl=KJ7OW*I+dwZitdJ>9>2>j|1V-YQ&8{@NC8NNg9E;
zq-V5{W-Gl~7LtXt25a&QDQ+{8$rsR&5>SpD3K*~lusULu3Rg~&OHO*eKMsfVGOA*A
zz==}m_0nHTEDwsZ?9hkDrf?q8=vmG@j17*pvT0&k9-NJC!u97InsC4F_C_9N5um<o
zX=$D?JM_%ifjGJoMbd|^o<`imO~;Cb*|E8e;{{Gfl=tH2w(34HKP#_y|Bz=btAi2n
zIL>f7p5<GzdB*lVRJeQ!yY)rTgnPD269#=`!KhJLqUheO#c<|&l4N^_CfvK-RG{~9
z>Dlt44DQdQ74qp;2Y4z3Y*9k|#-CmUO}O*Wr$;*HI+PK?+x$A69&7Ss6N28G#bhml
zCfvIna@s#xnJ4Yp3f)x9(nvzQ!gkt5WLWoq(^0zLV&XoykYFxK5~y<%X3mNRSqeF{
zPMv~5+p-hfONhI;_vpX`_7dXmD9L}GFt`dq8&9P)r;r|7BNU3zh+)ot0RJj@2}m(l
z1W8zWHpMM6o0D<p_lGwrfw~pZ4h8eq{eH6A8F*0+_8nIqi}~xwQ@ulKn14CZ6YwU^
zs(0S}_u3+Iq!3q(rfQHz!kpUMYY|SnOG}WIc@>!>vIzF}n$^XI8z;{mwqC?NjU>dQ
ztcyj^gcuOJDNqqiywR4-+gFpSBl7J_nScER$)ImkPt2q8$L}t8;QQ0Aj*FL=1*>h{
z68qOpn2bQNM#3!6TV`1PQ(;gg@Ln9*_sa9<J`nesFTeAZ`a@^QD{d5A^vjn33lB>V
z#lHsZNZ{@6ed79mzMUL5$Rd?7o(@VeAj<LXHno@6U0N*eEo-`SRQ|wQ;vjEEoxcOd
z#Z?$s%+w58&<S|oc0PLj%Jz9kTvmwtfqc6fZ(?X9{DEJwjJK0tK)`F>ti|ce%Hqhe
zROMT%6ddFmw67Bj@~Y--EWlKvC!hkmxDCS*-jc*I4T-3Wmc=Fffi}sF_jmjBMo(U7
zmLpi5Mv$Ha2st&pMBq|TwfDPy@y=~Ik@%-gxd_j6t)YWpJtG<#ov5Mt{u&q$nL=#}
zj7<nh??iih`Ks68!2<?m<&DkF$;)arD!U+Wbo36^`8_U8y+q!@vg+q-lWA5<c`PS+
z{1a7Ihd#uQ=uh$s&KMT=R$ZnFm#V}z8u8!`iLEKh?`cG{@HDaTS(IGgo>dPD?1?yz
z)@r0>jLyoqLB5R>Si;hJ_wUXDEo(I>7%T{Q{Cdw(yo@5B`Z)@IkF!n`K@*k%y^aSN
zSo+_u|LVTA#}Q`F>3@FRo3{LstWAd|)Fv+3>5IIP$PHYPBp>7t!na7^?fd@1KWEpS
zfqY?wz!~7ZfVC07jbBi^`ulg`1VkZj-av_aJKa>Ldd0Y>5iuSfHHOhn#Chc(oPO1J
zh<a;8v|#PA8b5n>Y;U7pxS^mCu^{Re^;q6*_76MCpq{fr#4X&B)meU-?GHTQT>g_v
zgAe@?6VF9kY4q`cPD^GZkzXU?HV)@l)3xrdHzqe|d^6TFg^26ex><JDB%bbZ(;fI|
zjkrgY{GtOgf;AEvH}NLT=ip&@-)eJ5HF_JDxblybJ9Otoc!9{3b>-iC?ViyOG+nm5
zk#>AjkGSijIDU+~xN>afu#P+*j!YA4xgv|};H(Mxz58D!=*D<xZS~)yMTLNO?&T$K
zzi{f+s12-;g!q@o+J?1%$lBPo@_?&w1x6vT%Oj|TdbAZADKF~yXVVV|sArB)IpUq^
zb6PyRqI6u0=DR$1l>j*bbu=2tK7yT)Ez+JxcuX#%_5@TK$&Y&bjvD@%Q4;4URP)%G
zI=!CB%MwmN?Nm|yjJK>@bKYcJi??~Ox6;x?z{{D?rpDO^?~i-S>s3E^`HA~6*vcJF
zAsPazuEuGg8Fu*<RWnP*T{T=ap;dS9o-?3hITb4HI)Y-&ud=4vRu=dBW9G=G(bJn%
zR$P8`;r+A-%1cyZNi;hv$f;@-n-dB!$(lBOvDkCv`Mn|YAt$VE$aTazu!ZVI;I7}u
z78AzJI|u0=8cB%1qq@QV9u{GZXt`G*cCTZ(TXx&#)-AracuL&UNNAD;*p(;Z|Ak%K
zw!WusF05mWqSEC>FL*n}831kCjg1epXcwhXxMPu%`(Jppr=dD5Yy!nePD~w|5Ch^>
z*3C1>b0gsOT=`I^!QVk+PSzT_e8Zoln~w9*b^5L)^Iyj4o<>}w|MJeOCSF$yY4E@9
zeC>igvoDOhM*obNIj3DU8fUN?ag9FDC&a7D@9VmB*NbPzU8Aoboi?veyGDOrvCq!!
z_6chBZ)n(l@)M;|XwNbFFMK@rx27LVL5VAcxU=opq)D$`{Wvn@ZhrRD+3P;XGtf@d
zkEiN^n3}VwDCwlGZ2P%<=H1<KprMh_aGY@O;9w!AERr-;yCmSjKVP;-!-CW2;0}&L
zlC0qRSB56sUCg)-J+t!rkINF-WZm(4TV6r7N|{a@kK_8Wek=Ri(7viKEGicw<SJRX
zf~pae`aLV+3K*|XBbeWhlBusl&6HvC^<)DHm|Sy%gt>P!QZ%#Dx9f$w{d{lfJ;e6}
z0dE9V-=BdhVH!yYs!#`ir3Lj$z+*r1V9X#*IYUPl#uf9~2y7y90^a!XSKPL{ERNtc
zBIp)Q$dPq6=V<Y9`r<{@%7>hcWKZk(enXqMy7AB^?yAwgwvWEhXz?#GPa|ki3bH0O
zTbc!F7o1fiRt@bu6b_3<!h%e4)}TiHlH8me6o9!LsXdtk{IN33m`Y3&Fk4fDBpGtO
zeKj=UuH7seGlqyT<!AL!SI=yx!>W%-J$T!%F>?bdNv94?xYMTY0f+ux*=Zr4+o<oz
zp$D$01m{s9NqW}5GBn|yPxZN4##X&*l=y4#su5T=HIfj|Mc1JbryWaMcX<V9wL)Bl
z;Yo=MS&fAGN)piyNo0V?&A@xA6lJ!o`4cD3JgfBlxTg_Jrl{(#E_utJXOzDs?rFqj
zZRCxQEIs$W$KV(!B+OdjgOyr<3&<4avol@Zb0Xl?DEsA^J$^(b0*%nYbVpKMnHT*k
z?;h=><5xw0K*jzuH&hw9|A&}s7&?rb@XnPFAU{|mXi=u_)uYw(H69hKsLnBA_`8}H
zs)Vq`mlOzrQ-pxn_Y&&_OxCAC5@I&nF#9!5AkzIBQ@vXwVh*=r&4%80n+<sQ3tANQ
z1()LB^%7i|419vs9P>J+MobpuYb45*Q3dDoj6i`UNM0JycgZj8z{fXs-Qekunj{(t
z^IiD5(H|>qfZ-M-a{}Ju=iN2o*6Nu08cDKl=wBI{aIb9(mDUwm*1)nV<H@J|h^=K`
z6Wcb8Br!hvSB56cLCZopxGLSx?}4XL<fGU9W&9(2pw#&8{ufT$`w6OpC?p}CU~Neu
z84>VuYjte+N;hO0X++Fp61(@S^<$U4V?ReT8VNI)<jhl9AsNxtYk?i;nmd1vA9@H^
z_cekV(cEVdG~qsNIRor(&BgnXIKfI6B7I`W*?EH&R|4t|FUpJat=@BFv{e>eYz~K7
zd{a((07cM;nXu(1M)|rLTT&MMc4%1wuWs`vUa2}C>5>{TcVCO333qGLpQtWUUbZ<g
zN!qu#oj#3#IY2T9?j2y_!s#i3Ce*iBBsU&`T*}h-O)P)u*g@Dayg1;7IpgWcqvkx8
z)}*q62hPu62ex25{NXe*Pp}=3d5r|TbsaB%;ew^-BRkT&a^?s7FON4ZE_M)QS_yyx
z;vg7r)W_N8T-!aI(^tk#BD+ZCp|;b&x&HwkrDn*iyS-6z$2SxM+4|XtRNoRMFPL1b
zH?CwTL<iIDZk2aII6TuxNZ2PD7(f5|T%Srz;oynJm<lz>*)CUhyL>qD50ov4GVW$D
z-Ws(C{B42D0pi+dD=vvsVaFNt@VB{#;$zZpkcGY?HO-t;-Gn%eRlv&8p$Ye8OLU05
zeBrAaB(5ZFgS>-9g>#L-LMb&R!%2kZR|W}pdY&1)K*5z$_Zi5bpw(5Tw{5`piZ^(_
z5#=#JAMW2;NSS$*H{Q=zRm+NEf=6wYUa#mXpHp7Up$T_vtBN42f)Dhdw_^qN!y-Ry
zndQAV0%k*G5IVS!1v!4CNq+_l-%eNNArQmS<a<kjyn2+}(N~bm+?TV+6S*!rv`#!0
z<Q-_>_Y$}#dW7K^1CUdmKKrbTm^_vKlz`e62hPJm{uPneCok$~v~}lG7Zn#3Av6CX
z`kM(556odyE#_<0olhlxr6Jo%<n*95$nE~$8B8!E$y<<Q4l=oIoymiz>4%~uJY@n5
zpv5Mn!T4V>@q5&iIG+b{sy^V)#g~Z(*s7+`pAt|$Qh4CWn-@cIXds@5k|!G)Nq!6c
z&AjB~0n-O&<X+(|B42e%a`7?fLaUR*fat;_R>UWXcyf}U*oQ<(9I=ZmCfP@_BcKdb
zz+#9YY*Z{SZYxu{6}!rq13QgCMvstg$%-hH*%lIj(;~=cgItyb6uqKT&&kpY8y9QU
zGLgw%v~{ss>+Gu%;zeHdil8a1V`LBUQalDxH@M!gY!gCe%`Xcjkics>?BP!<Wg%}`
zBV^Vd#LV(PB8jb*!t%c-aS-q-{*+h$uXWh4Xk?M9b$>n0#(J=AkgcuFqGNU@cqckA
z$zmFF0-kv;M<e0Svc9BDN>U}D3i~o)Z{2cpU*TkR#`M-JmVbqXB8U6lN_`V>Pk6+r
zC<$vvV4)RfMQ0Ejh=BJfXtx>CF~?qu1(0Tl#90Bta<FMM$Uzx%Dlym+z4II1l6asp
zJUETeqD=!V&L{8$f6SlwM-VX4FN5e2vr=PD19=2ud2*W>GzSfnOKp-~$R~x*3&jkY
zcP0JrNEHdF!uoi+^yPu~e^ah^9hnc*7p?m8Ycjcg44=B?bj`ss`L{PZ67%N#Qh#Bs
zw@<`GO&PxQmr;`hyb7OB?!0a`g60|tiCpZY6r+-Ux643Jz-v(EhoRfAz78oqEsu_!
zb!52QonaiI_yp<$;8Mc<_=yBw<-Z#~R&NJxdTB(|WRi!8gn)`(BKw5nnRp56c}WsT
z@N`$Sr}<m0#jEs1;-YOck(a3v@f5xf>Sc@Qa4Q?NxN$M)Yc_;-7wu$;LR0pFNS+Od
z{Y-98iP)!oPp4YE7Zbx+?XAgjSue#_&H7aw^ZHB&zdj>xK-!<{@sVORx40KF;UJZ+
z6Q{DmP}EF4$6+IMY)b>>ymZMZd;7wz5Beu}^en_C2zVPm`04b9B~c$#Bci%A4S}b|
zZd=m)%B$0m(yS5jk8H)?LRv|{JKS{3#m(=-eqJM@BO4fN{~W1{0o>6Eu;CL>39Zm0
z-ap~E>S}JqUeR!NO%S83+#p@^TbaD5ftkuAsU&FvYAp_UNn!!3oh9M$*-D)bjN8o*
za4Y+$6#^y+*dR^SO_NVRDYi1XRY6xvo%~|0;#Sv3^Aar}d_lm>c!P)qOtOjiB48qq
z1_57k$Nw2-rFdGB`^(Xo1YX&l`;Yc+j3juCh$d(S6Kp&vCGZ+`TX=9wm*dD@SBQ9%
zTe%f2`UJdt-~9Ze`*Ls$t`V`8`6^GH5>QePR38`LFv)HrA)t&EP6OF$9iSQ08r=8~
zz`lt-?49=}VG!^ZG#+=$;}!pm8AP;_tovIl<8KIf_gy#b^2*um;s!yBayNm=T1?!X
z+}{saZnp@4yK3$N>yVdK9%sE1HQ6@EI;;fLT^S@YabdwjG0~%}Y{fblCgYJc=WtA%
z<c?B^bppyE53WV(g$b(-t`FRvS2R0gTz1PxNtlIz9{@4d#&?K(8Vn303Bc;Q6B7`R
zM<<vo#?jKl4-{c#e+)<28WD6M3(L@5&;|*-AHV2+{>CRe;M`9kVn%eI;2I(4#KpDc
z^h6!LNIr;8z@#)71e59#vSNcs0E;=z;%-u80;a~0K{WXxB45Ge>uDSbxEm|+STu3N
z86=EAHoEeqcUpq?67qpQ0_G6_gMfjLu;}}<h{t=Fd@lx05b)MKQmxgJ7crAGqRDBu
zAU>`jrICY%1p!s@2C1#RKWKAD{Zh!ZnJQZhJYO@n+}YCxe2;{O&QqG5pP1i}0*R7=
zzo^9r6ayrIy(9r1rO$2oFnpdQC!H4$GPzY*cf@Yx>0=e2NdlWyF_TH`^l@Y=4#?DN
zSrdT^BQOcpaE;(I<c4b{8F^0P^=p7f2~;u56ETB`CCs|bnsow&Vh)qob<>H5isvPX
zFSo-4l*L0L6WhQu;$j82V!w_B5U^zsDY5QXriuFsx0naqC*VE!_Li-)uSdlLjfiXU
zV@!fKX^;r0%j+oIt)HzC=kjbTLX#n{H0o~|0Tn;qN-YvlQVr(dKhFp8wnb+TD|Rr6
zjMxw`H`xp#zLF$9WxYz^b$)pN!s)N$28~9<=4eNbHiTT}6QR&rX4a^5lkcHQ+nT7b
zPglex@X9UzyZ(<GyW)Wfg(TE7Y#hznOES=x`3<7|zC|P^0_ND#AmT<I8#^PMZMG-}
z(O~%2li&#$ztSLjS^9`3HUaf4G2SfV_lft!^piz)^T{(c_-I=<RsyRh^HNTqbXQdz
zCTc`n!iM`Z*czXJck+x@Lp~dUWG9V?QQV4MM3S9g%EI_^E;VHXX)D39y6@DxfSq(p
zSz74J$>e^?^127MTo6#ghBw0E|0E_Baf?<toh2%)5cN!u*}PHXXo4;8@O+1*zphMa
zg4830B*aS?TC8Tbk&+Vd9@%tjuXk^TORW*DET!S62m<EqFoR%HpM}2_6KI$rS!%Hk
za0%2zMHUOs*ou_Q*oi1*0jOW2v)7qxAeS=yAIb1#7LdI&=WdghFp1qsIje72hW2y-
zGNj!<M|YxfbV96wpan&B8p9a-M@bA#fkEl*yg0=m);EKAL)JtUdWiP!Uq&NDz#HQ&
zDz)S<q?l?XQP|EfxbUR%`f1$*cdPe(a!)kq+HK_JYXAmW5HMj3gJ85|5-(kG5yN;W
z<YPeuOt8oxVk@t9v&qg7NaCXNx*m|Hv+{-q)E=7!VmXdL@1yY|;1yq%^~K0*8=*|R
zLK5!goegs^D5IXTJfFsefchldjNypbUokO_t)E>~nekQHKCFtl<+rb{cC7oJJ21K$
zfk35dH9#Mt39Ht6k`{p^i<gQ3S`)&Z2K;8R8BIY!Q>hgKNqoO1_%TRY5D5WO7SAAJ
zKgJ&<XM-gPy#C+R$jNGjSeQoCR!Fp_nM*+J_K~E=+x~;G!fN#eTn4d@_0rBKXZ$h!
zE&`MOrKEIIS)(eGya=ci^zUK@5maFstXq;kvP?wa8j<)820BENxU=LR#m~iVNh6{@
zw~|6KBA~<=WL@2du&ldFq;uK9`8u~`FOvkPw|e%*cI0>xf}+y+BFnBzat80YED3iM
z{Gx8BCOP|*J2x>nc`E@^gCVU>qdArUuPFi6UA~r_avc#Du?e)3hg(?{n2s+qNmKv<
zzAzp4!KyJY4KeCPixi(Bw-9ql8~3wjZX$&tpln@WA<=sn$_Moc7-M1(cMIVP<9F`J
zh9}J%j2Z!7(}*RRt}v6`_Eh4FKoYB>_6J3gEK5ED!Q-Y>_IIP=4eD2;Q@X^W<*8eF
z1YZ#v7?x3Z9D9>$b%1dZWnsfWzK;Yzz&)ZB3%OG}!JHPui;zA34<4*ItI+e6Fwg{4
z@DWiW-kjk=u09&D>j&Sj2-M;iyP5MMbQ%gP9|C@dhP$y;jKBkblkb`MSB)CDuc{Fd
zlfxK@Z<O7;X7T4Mkk_mc@h<ocN!PU`ryc;Y1Pm43N=TxD3ZLS<fKD|f@ZP!qZBe5!
z9^iXqaGyPA^~Y=P_*NNFf0Z^9k4k$Ncz(=D@&$Q5QGyWXHN05cDE4{r76;bHkgTl{
zcRknDK26zA5$Ex+tFN1#bdDqmyjb01VaA@c%bVejoI>=vX_d`A=xY<zaK1f<jWH)@
z{z-95nK&zNTqz4`RY}MEZ17JlvsRV(e0RIfsNWtFJ-JiMm*ZMDEiV3sk0{^H&}Lgc
z#Y@1Od9>+*@@o+F*N9MSMbsh$CaQZN=)AXqFQrS(`~X37HbeIG#yzm;$t1Q@Z56%O
zA8OR(p*K)2szsE<`BKqZ>Q`V<a!SL9y6pejj$Aj=sWPnhf@V_~ngu7^(xFu5oHh<f
z{q(<pI!oXUFIF)8odLK#qmhKzDyMB=LR5IW;=oxq)W!jwLNI#AF%A3|$yU^2J*9&p
zpMW>}fhpM)+al1Z5q*EiexDn3{fupe)hcI89sWM+yl0?NovIHKHJj`ekZYi%bX4!5
z>4vYeiHm4f6HtEHM!n8&q-{AJZOVrtg~xuZ<<PlF0{x;5t6z%5Qkq?aRBD}ody)h4
zrJ(d>mh(5fZdilhh$#I1b~BifJC@Q4kUQmkzP%aqd6|FuzMX@F0gWWws>1FTc^eOk
zwFW##;38{8)MppMN`<vM{8rsi637&iWG&WoYZ-WX47jL}xg`IKEN<=O<iTk_I68Nn
zzyMmzBnD&|=Dg%Bh8d9L@*+Wgv~_1W7p-_fu*xm`r_NaU2TBuYM66~xM!$No*0jYj
zv6RPuAE^rglcj2qQ;$Ct5f7z&+EH=Bv<bIvxkD4~(RwPuSEZwU`W363R!jn~f9}IW
zMWgX?gCs;2bO1r0s}Z7;z^j(O{q*f6aa~v=m=yC#QN|E>N|Fa=F-t!%Lv`U%JIx#)
z11&yGy7UNv8308)6N1WIfyACq=o=I&F!gavyk0_*Sn)bqEMAwb_~+mYB=9!AFsb(M
z+solmQ-z4ZtT=Ycb1Olupm-qUWo_%`7k{tw&u6#`q!AT%^SeRAB~XE7xN7{m$-goE
zSk+n*DFM$M*J(sQRy776CJ5O0`7@19+%%)o7cucX^HLH2_yoM#Cuh$+e;aQ8Yec*t
zNdk|AZQHcF%*Fp8`$HpQ0+U$LInx#6^#q8-S_1D&a(^PGp#)y>E@w9Bwi52IMsx%^
zg=P)`wJVvS&p~Fy)H`B6JuNJOH+FQxGAsT(FK!U=0FOE)mJ0$Zez8Ah5dE-JFSyA*
z0q?!}$G#tuKOk-p!TAgR^E4O)ypQ$`J(AwK1nS@^1jdM#PVpK^x_l`)yzS}h2za}f
zwb**isJ1BEq7YGnNlM^vd;;F@!|T^r`ZX3~jfj&hqs3UCd;(s-eRH#ix53wGM7x{T
zkUOi3&SjWSVkDr}tKhawWo6k`+<dBsB)ft9FSnz*ENR=3OY$y6hbd?~aw4N*CwH`-
z*d>r;)G5Umt)vnOfg~geCb2Kv^4ky?b&V8OaWJ?Sy^%cw8*Fx?H_g#Mc!{n6!B$?C
ztpp}Ar%wG7^E4tp;gOyPu6+VtsnruoRrm)Ztr2mMTcJb;&UP5~-IRiRQgDezBVq-U
zjHnF~0^YX4i=UkS5qv<6h~3=LaVV)zz&lvG_NI~(aKTU`VmG%kkUApZ?K=6|*Q*Ae
zh#5q*lL0yZQz9YYd3AR5Ib%G&NF(APceI~K2&iJEAmQ?*|HQ;b?ug>_J^}CBc9mah
zxezHH8WCG0i5O0kmw-83Gl<y7tysD6(<V3<)`<9kNos>7pMWZUj&otIf?h2yHZVyE
zk_!Rv-fg{KTQwIsK^hT<`HQHokWWC}P{fT^zN+{uVwv2^zOo=8;FWo^`sMfJqRg&F
zRM6D_2b2<c-wnF<%HOZ6A2*12i=7HeM&XQ<Mb``&P<k|ilNu49;CIlv6q*49l0+Ui
zanN)<kq}UxUEn=4K|>dsM?CF=<uAWGbw_uzqiAEPIzDOxrJbWB`b^Fq&RrNKVW%Z%
zrfbLn2pA7{S*^t+Ho)et-*lEA5}o5$h;0};kjy915iqYy7{o1T&aDIwkyRFqJ+ySq
zVfAtmUYOmW@i>z`B|FmKNB-w&MBL8$Vo&$o)6qh%_ypL+@+Hee{V1mz^JN_v_v;GD
z(hah{?bKhVUShX-c20l`eAOpcYY&D^Z08m&IWHf<rL0bL-|mXkIV#qf(JI8cDW;E#
zsmiD<HR=u6`0QOBi(zrr2>7Cqga0wf>*7;)s!o<SVbp@5-(ddVXf`lU;!F7vdA-dr
z`wevZGRZ-1cs886)0%Rt>JNrNlfbJ*W$tRA7=}hfS4ko*1e*!RZ4)_6VpWhu8r-X;
zpPD3tN$k#*17kSm*NDi9k~mqH!ebH{(js6UPB)0~nWQ`kih!E5fm_JpNR-5>z%71`
zk~rI6aV$!rGvSpUeH9byq9pDYO^K4Qbc0)=O;Hjz(DXQyM8_yN9lwdT;>N|MMoFBV
zqu3wqNSh&RkM57Q;&!w<O5&QVWl<6*ZX{lalDHeX`q6E^%kEk>pEilZ9iz_NN`IQ`
z1k^*nIO^q4<X;p}qEl~i05(Bf#N_*+pMrqOe?!$lUIM;}iC$5@Tr<_1Nvt00>o%&u
z$@-Y+bLv+5F^Qcp%tA1&ynnPK6Ajgf*vK-n=lJeyNSvCNm!jjv*K)VT)V17gF`>@i
z>_<D%Q1J$L)RHVI0p<Gy&CzR2LQbWSo~7&9e8691ml9V=Uy8QkhJfEbH7_lrUW>cs
zSrB#ATpO%%0x3a)vn2G;sBEkaD7!12&%mz8RjGCCWTjFo1d@pEV?GMB7hG6$Kk1jR
zeu{~+Iih6)?5<quGf4_{L?B5=b&`_=E!GGov6UCu4S8P&0N#&@?a?oCytzfi1)cNx
zJ4hK`<reo5Uj)>IT%l*?ikMExD~k1}WGg;ho{&I|0RkpGDm5ZiMQwo1M=?*KZjVI+
zYy!>=Kfj?WQQ-9ou1#?aF>Q_oh<;>(2$(mX3?kMg_qT!*!&w{I8sHIojf6sjVh$vS
zQ-$*9;!6p5ZDMb>8@{Mt+-vc@n6YJ4e;iW21GeEU+xh4WfqvC7pNt~`Z_YulL-FU3
zWEOw&?E3F+Xc$+)Ik~ao-4#DoiD;KbROF4{<CY6MPg$IJX+#Ia?kj<g2$+`|4Wgo5
zLdNC^cx>(u+ro-sH`@kV6M<8uuo={dirxgCFk$%x6bUOrYe>eQKzg@K&Q1S&7(fZU
z1$~~~v2QTWR5jvmyGJ&9{H?R6W0R^8we6NktDL#&+6mt32HZK<bN`lkp(9eCfVX7S
z{p%Xu45v^dY9A}^hk{Gs<=-*wm!HnVQK&}rKK3xRLcn`{{EBWPrlOvfMhe@c&e6f~
zIWfHhjZU^83Ex`q5q!qWtpI8yk!8e%dQfoOsZQX^r6nnHaKp@U3FdR%fx!WZU3xfB
zu|-ELw#0<vtFdtml&}<PMTmY;(5%rjU?E;yfBI*(!m{240q;<Ua<5$UEZ&#Yh&Y$c
zJy|g}WjqOj`}>dCPL;y9`vkmo%kHRgXeWwtY9ut<Pb5hujT$MR9)FO)`{%y-Z68^P
z*oH<DZj7qR(Hm0Ecn>Eg8qu?YGOR^kUiWOELq9-oUZMwiRWL5^2Z#rg+qa;y&;&zR
zoi4^p;PpE)WN$%FT;I@$n9jp&T^ZMFS8lK+aSy_kkK2-@PasJM(s3HMZys8<*Ix+O
zX+(5k_W`h&AfR3$MKvpamlV~kGML2jqHUcuddkJKytw-0tjCUx4r_v4u|(FG+;OTP
ze^eP9n;(cLB*gp7xn;{SMd3c}!7pm*WKH0cPp3;8&*HCKrL757s&LNI9h$<r%*ZXs
zDQsO{K*K{o?Idvzl=mWdp99_n%`71=RbfWb#BK}ilR!D@!2}AY(C8_IVsn#47V13e
zhua*nSgXa$*-pKj?SxoV?0zeK2LW|2d%5=Mmd8Y6wkDQ!HzuN@VyV;$0j2VRF&7{4
z!Wp$muj>{1^~fdUH(^Xrn$9xMsVlfq!U4j{a4(!3T7LHgIV30MzIk2iey7Ft5ziGQ
zcLFBFtX?ZC5%I@t*`|?rG!6AzJzW{amr7tRQE<T_X@H%rrMbwzAFH1@N?%g+kwjA#
zj(i!MfO!|&AYtXSL!Y0Urc1UU86e7IBXlhYnB*0MBm{+iz*iA8;ZEJhNh!O8yQln;
zI%rP<uVdDA(^nos(vn7KF5u9CD{YCD7zbG5azszSn_v06euu|4jT=N9V1X>Bzae09
z4-69K%|2q1pQ|PS#4!d2N=zK*XN?b?kUv9GA>h53AM4WRVPr^XgczlRNPj*l%+tUi
zp(5zRT-Yl(8R_y=zHlDwq3gPtXSQ9r6o(%gNr)f$>utYnQXl*A`woA{JdKDW(FKof
ze__+<gstTet}0)Mh>Ebx3Eg)QG-0uHNOFfEBR4x6RY-k2VbH3-z{3eynW=t8VVMkU
zs{^ZfLe%2zTGZwTXu?dKZ<q)q{{I&)>@_YY(JmpbVJ_;Bo)So6*40k61(6VN^GCys
zb~KC@jLkIV+x`ou)>b-~?8zcsOpDQrm~T4wt_b=tOTpLoGIDeB)3I084@$xYOv=L6
zH9T}SzSZ%e(a+zv5=U+tNr;tdDIiv43{3yZ(1g3U)2bi`3d5^^@_tiD$^_I36o?0q
z2xQHQhGdl0dRzp3hzIc#ErKQeo%jO@yfKF#{dVld1LNMKDa~FudhZA<NAn<H*tG_w
zKtsUW@O0{PU#w|?D%A>cADMUkF(sYs65x`6`jY)Rva#QkY3M-%`Zn7rkH`tQc^>%g
zX5dEjC6YG4VA5=Wh9m4B>rguqU7YiA_Gp5S_MQ3(PVpi0wUq{hfH@ztH!b*(S8Rr8
zCGc2nk?8Vt|9J6B@9q;9#d#aBk6Iy+Bq;M>G(zSC^dJCw`cJ$_13!kNLi4Fb0&bF^
z$mKJ>6e1yz<OFp(lUTmoJ)^oIy`EYjpjrtSD6xfku{p4{f8EpM+_#V~)b*|go$sC7
zG!E9~6@iy%Il7m3e$f_J>2hAUBUp<0nn#@y@P_<TZ0MpP*k#?k_=PJ5rdNVT#O_=X
zU$;nIiEThayOJ%O9Y<#at;qd_#A8O3oTI_!WyQ@gaa@x4H&7}90dH6J=Ig${H8pOK
z(9}B-$a=I{pHYKj(*WlF`oyC8Z{jTojU?Pu0sSjO6YkM&c5R+zw8OsiwFJ}=KW>xq
zS^u~2s@27{B51-L+C5dKpO=v?)EhR@KJD#L=a8JNo1Ep+s5j?XZu{p!3m%64!fG&|
zG=+e<bZZbXKRUA<A45EqoFo`&_?9)o>YKB_6yGsPD)B<Voho5**;nB*eR?P`D<>l>
zEx1}n1y@Ap3DGAyAshz7z1KAhw7FLs?ax|cj{OCWcksv%FMmbQg!&V2mY}6a8d0{S
zW-#?eEa4_68hfOV>Hb4LYN*@5v<s}d(GRtPbx!FLVlQR~)|w({!aX)Lg2gW1M{#mq
z>GMz#oT3bN>$Q&*g@7t;gFAz~^E-&S=WI0fuMAD7SFxVOYrR=>WT8zL;uS;_jAJ`A
zp*922vN1wE0Fpm(Z0IBWL6D9F_8Bz&9$J!1`1<t}^NfmkUz&QqH8n%PEAiBlj6RoQ
zgRBvl1bIzP+D28{U=xXsfZ9j}W@_jYL<*UZl70%-013Q#=Qdn@;$CF<&#zE+#_$6d
z!r@WXlKvqU2&hOJLf0>jp0c6+#13&Wjw3zNDiQEf*LA+Na#?J-xROWB$o|{Do|2a4
z=U@w-S1>XoJ3Y_%o2&*Qb+F&$tW60)c^VkH=%N{1hAFW%q^InZP150`XnnMmv<{c_
zDIwUWqhYU3-l5oK9q);IJu}bjd|H=#AR6cW!K;S<694nfyW^fl+@i7E?PA?662$59
z7wH{2E;2#&w0qv1RJA5NB#pSQr#LbYv)I5{4R=VODKf)HCa7jcx0XyEyosm^`gS5^
zBB0!|;K}hSZpC)$9-Y6VzK&WUI`_5&_&S%I5E<-#hg-CZnwf+e0r@~8pM(JwyP^y@
zUo93g11ZD+0W-N&aOgOl-4DVD^MmYa3fT=IrwAh4q!Bl!qF+b#G=dg$Fc0`%*>h4k
zWfCN3Lh3k#2}o#inH!@D?X|&p3IZyV880GmZgcUtD3jbr3@X*KsMy(I4u<>+dAt|P
z7+*mACLF9gVf`18H8wk4nrp;9P*6EIQT@(CF=GgLdulwt{^-qkC`cm-aT7)kx_&ba
zAOVv;ZV+)Db3T<w2$+}q3?fv0KC5<4=s=9*R$$*$xkAU85+!+D=rqPB;B|W-@oViy
zh-hg<WXM+ha|VEffcN%|gC6^%b4J`C`kF#*n!N<P``;S)$@FX-Cu&4*h3!OQ7wZEZ
z75yNlljli4gFD+`s(S}^_qGxV0do)EAi6r7C1JT>@1POEwcPv>;8X&y($7CPIQ@MT
z+0%$F4q$n44!IVoy_P(<$>#ly?bLN3)!lSU;u=8}3tUWJM<7X(x)XoqjslCD*v~s7
zs~C<sz*LhNbTXwIvn$z}5L`A?nuu-D@f(Gcy}|Baz)qsm;^2&9jN{l3wwdXAwwY-s
z<}!&L0jE=pz*1U}7r_3BFWDT}`Yb1=^c+{LE{^#$5?b{GPG6ufd2|}5oQ>uQcsKnp
zdQF>>xD26@gsb#^zpiz1wjvc;BZVpbcUtMcD^%%&2MX#+K`N;Q0j0=6OQ%XAS`ydN
zJ;GDRrUSXll&W!PRn)z<t1bgrC&M}N$EdUhlYU?HC*I`+*{)>9Ti1xb<!f0_cK(^b
z?u*^)hEa8O*X)?IX#sECooPLzbA;ImO5K@hOcIE*iDJC)rqI9;NOJypN2SQ@ats6H
zC4E;}mTMWeSi}e@a=#%htt*(^=5O&10B3C)5nnKg6|ZYBQlz~6pG#oW2&m`X@N5&m
z^M=Hf>QR!Nb?(18rvk3>Xhbw)soRcR70i{%x-uC=0`HvT!<sc*1t(7<__`Lf=4Fsy
zGcB6itG6lYtmv(nTVs%ida5?|Q)8l91sVar7kwQ8&%3bMk+p3)#tkAGN|J!*?8>M|
zRHvMAEUX@L;35IO?h!IrW$6=NmIljzmVQ9MOI>+OxxatGBBT+~hdVt&<OIxp4}*wl
zQ7h@{dLf21pzC4FXpf*p;igeEpb;YAnOA-_k`N_fGU4G^HFgdTA&Q~&<y0U`G>C4U
z`a}!Sgg6x6Vi>V4x#dzcuo%Gm<ByDIo9x4j-F+4|yXA=kld&yPcQK!XE%FI?UGwiN
zd+^We5OGw97>&N68I)Nkfp=ZXGb>BXLIGBdh+RB=?T4^Z2gcN02K2K~sszFJF})0&
z1GWVLuk2@~JH7Kbyji}Tb5>k*X6tN^0bOgOYFEu6!4ps~1!IL{6Npy2a4VKw$2yCP
znPd~$ECOmLfXA#?KKyjkS+9K?`!D6m)iPi`0>{TFY||I?!_-x+jZkx+fOqeXMq_(4
z!8IU_h}FD+JV)#j@LFC{=Z9}P!n5Q!0g4o~<1boIBm~TrM)d^YQ6xx0)k6DTclMqZ
z_23)_Mzm*=%4m#BD)IeNTpQ!W9@xoBvZFv{k-613ml$0vCGKUmJdSs$8^@ve7lBFt
zVH(D1(H8Gsb<LJ3V-e-ih^R%n9t<tHD^&|tQp=Zfb>A)0q;ogCw6;51owwvPiofro
ziSRj1$ZvRgOeK*La6>3UU0O*Y5(3I834{_vDYgQ3b#m^th|)|FZ6#>G)%A@T@Bn-Q
zUe0~(YG+Qzc~spe&)=UqB0Vmgq%}8R+DTe-ERt|880es*y%FPNfb;fdr{3r6jETG0
zmf4x%t|j*{2?>^^>rNggfsRK#xD|2|=-gJuoLcRjCC1J2a-M-T#j#($uE&t`M!>*1
zMUS|y%9nwg(JH0d#)AKM!&MJ#{N+TTK<hLJB&6zQ88CMX56DF`;M#prwf%cvO-5>)
zM#Ohf66Y0TahOT$7`ZoJevFdvgb9`*ch*(c_i*a}nA9GPh$Xy$?;~X(pwg0pE6j^b
zVhtR>CXQW%p1k5^Cb3_ngW;ZjXWK0_<myX%*dz>qJ-~Nku?M662DkD_Oc~p~6iAZ0
zvi245MQT@O`7-M#`*NG<h*y%wA#g?R&xGFkHv@QW+JDe*^pT6>USdqgAtUEyk(uJw
z!G~@=j-^99O{U>s)mWuTKcdL%wD*=gesQ~uNXXTuJZ0cj;QaJ#f09b-i){P?t{@L;
zVAZ1YC;9NuLts!;VfWg8AWzglO06a*&reik@}lhBS*IikIYWVsY`&kLUC8&)O3%x^
zb7jJOPX}6&I8GP%es>G#=sl}IAZl6|gMs|QsK9ymgSE$7yR=mGeY<dutC56o7P#lT
zjq<i$1R9Nqtt>S=N1Sm8Gi6mFYr<H(wVa<mQXj&ELwV9d2hDWgJ8|&C(;;fg12o}o
z?Rl$xD={JpzXL791U#=pzxJIMAe&qx2^EYBWHmVBsS_RN(~uKTx&0e;GNdg0^8rmU
zdLBj`EhQ(t4a_<BkuXJNI?3ZiekVI*_7=md!{58A*>Kzf(})VM1$GEL7W-{phpJ`l
z_aZI`sIWS!LbKa-dR)BBBO3J{;Ha`y+8PsgGcR`XITgLb(znNMW77p@i%GGG4#70Y
z#3$g5?cDW(!B4bC+*u(>l3%{9@?OQfpPI)#jX+>@T~}<UA^0S!neM*0A8&N+9N^Fl
z)<%t>#g|F?QW_sHxt-Ilm%oll>~wIpg)mF)Nzv&3uJ}Ak?yL=ALE1!xK$dbuh=GaY
zteuJf@XSYHJ!a>Q&r$`kB0c&i8sUQoc-=m4mr?t4_=p-ID@S>mep`&HdXOlPzjQ2T
zb@z*>pwfg!bc)lNCGa-{yv)Yc->La9t~Y7K4X?X*{ue;HSW)eUjHg0i@9oB`-O*HW
zxiK_U1XNT#=ysmPOLuf(nWO_DlM20N67aR5WxYs7YiL1z6(0@OZKkd+m1BzMK%|nK
z9^?{J@HZg0FB52=%@&53%+oc>V}JoMlv}Z7(48uG;&Yx)(N+Rq3clnSUvXN{)KS)Y
znu-LHY-OC&IUb~-v;7KpYNN|$|D=(^R-oWe(<6?Mk>$np7@J4|`2RzH5_qeo9D4PZ
zClRgE2nLDftUn!lN0Gx5cRqa`0aH%PAey`j#oqHJxvVq7#YT9ZBWF<~q6;%%>%)Kf
zL*r#<yo>`Ojfjcd3SD^OTTiR9^FQi;Blf`>5q(Z+P%ucH$oj7%vvw|gMF?gweFgzH
zb5v}XvJ1RPqL+T-1E9q!#1b7iiWc0W)e^^|2`8k-qY+Rf;appF%&3?H{=vHK$ZdtH
z-iAor6+j(B+Lg?)6Jc{`V|3Xtg8D7jh&>cnKpYaN!1Qsw0v|{ANLxA3fs}8j7A6Er
zApy=N{FFlimP1#d&gr|W-cCqBZv#yFzbNFeDL9W_V6V%ni*qSFEG@fSiNf8kL5QOG
z1iXUzUHjE(eFfgfR)}6a<h4y@QT$9;7YV!*r8{1+J`+<^BbajqB>H_Mz1yUmeLAF<
zz&owd-Ict<mm#x3A)+K3#ulXh1k@gIx4xRPn>JO_q)nh^uVQ0lhvGjgOYq^}h_d)C
zp9O;iye&)i9Gm{^*tkK=_h--t@!7opZ#w7+crWaJ^!t8)T^l!u8+_e<r{DDYNkikF
zMnq{A%PLqgpMY29iS<jjyc$E5AceT`BPV79vCM$H{8xxCm16KZHiA9@Z<QE$&sTrL
za%m*26?O|CPT>yzfPjrpz<c%Mnx*@l)<13#5)Gy|-UkE}Yk?u6`~bd90`KrA-%spR
z4XH#L5zjEmLU8O8@N#-zoptnLTnW*L8<*zquB+dUs7t$G>CC)W0-a7rD=;sqXqfjY
zJniP_r5`s;acP<O`ioSSfH$%9giqhg!sFr^L5tGIe}Gz?6J4m?1<|SG;zU#n6Sh24
z$o6wg(pz}H<$nYYB=Gta-+%O{F=>eED};nCoz{jl-k<R@R0MsP1#1NgH<^BE8W#dy
z`F&lN?s^f|oi&mW1#omAX?tqzR6f>X{0$l)MlyK{4GaM{>qp=IiFyRVvFpLJ-L~Qm
zZxt12B^9K6_aq0zV|hWgSD>84VBzdS$~{|m^oaP+F;63ci}M67Qt2SPjmA&sjx4*5
zae|C40F(avG>9tE#|pqvweTR?EnL1x&&kU+*G3}dEKuO`C(pZk`3YRx)<|Mead96_
z(KAV4H)1|uP;Eg>O=jrB99T6f7>l>ORpw?yiK!%~Pr&<e#F?9G--t6MjU>ch_;B=C
zkMx3om%8lzNB4h)>?)1uV~@VXAOWR1fw+QDk1CWW5&|YlZ4jXzRj><%vmj$E<hnwK
zx8jQAnih13ev~V3;Cy3uO8SLmX5!FNBjRfrIrSd{OA>g~e_r-X$+ajFsgbZetr?EK
z&>k65zxZ)9Nx-}9((_X1eK;A9Vk*R(_t{nHtCPc0dKD9KPa`_1$~y5}Ec}m{I!XH@
zrgnXNfrM_6s0VEkY2ue{@xGdqF*R}Os2A>8f+HS{XxGY?PB_xB`0Ksr<5rtSL<I;O
zI$%#xpKtQZtxs3LrDu(ZJ0(fLS?BWzl;6?_^mrDC{24Tp-UYj`@oj0XBH%TBd`s+b
zS;S5?qR%1et_@$f;fBzuM$qDeqzXr<#eQ;T1di(mmx*s)nTue%M#L00aaP0J&Fh<R
zsqm$igq3iyUY?Nrxt?1|r3pd6WNH}%e6_|e{Eig%{hPn^i+1<{0k6w_yBFP-7#=qW
z)VeJ-wt#>#F;nQP37C7!20`mFd@Dbjs5Y{8WH^-mnJ$$oACKKevrb+|SL8AVO~C6T
z&#qCnL?dWjlCOtPqPNMGoS*lCk=2MMFD?0%Iv_0h+V>~@Td~|xjF>_+`G%yebCF!s
zt<gwf#U_HA@PE-1G|A?J@C$-?8b~8edFL-S6OUi<A*Kx!xQAk^dGlZ^lIY`2d(OE=
zk_3{xfA0V5lecchJEj`ZdEmpLn?3>a;;}&lzs%&XI0qyIJpba!3x}-g5jThqJzhfg
ziGU|=uX^mehS&pZL^w%1yeI{N`l66kIVi^e5WrMVTFX2<0!H5r0!cTbxhNB(m99yg
zfISS?r{bDihG!jeouFY-HZ-}capI8kIUjDrX+)FD_h=n*j#VDkLCeFmX_36kH*+0w
z4qW3UA&qGA-B^b7Jh7kZ>`p~3>GcHc<E!I3#;>^_wpt^LRH%d&HZhQ`*{jeqpMZCJ
z=FFByT0=E7qTCz58z~q8@14bGR@t@}Df}AIE&dEIM~9YdF~4N{6X~x~{Yvo(`>U71
zx%LToqt^a5x$5cI9B2fs%L@C0$-01o>}D#NFak+jfU*@Ni4EPeX<emF>#CTj%myTd
zS|N}mMNL(Q!;+!uZ|Fzd&1>$u@|h)Jjle6V8WA1vOR#H6bP}Y^hOEeEsx~U&#!Ig+
zAzQKRI?gV%WExG~KS@T9a*NT2zH!pPFMjVQ9i)RdPM2H8<hH&8Z(4#m$YofmY*yB7
zuOHZuI}U4}M$qC?>iZo?R<A9aNOlC==%OZ<nyi*0JKr6{qRH<Mv~I7kIx!bb{wG;~
z)w(5jQxA5r1ngqWEe8C`uybb1FJ$Fp=8gAtiHN9c_Sh=On1FZtOBox6beV)%r4Zwq
z4Z&93C*bv)+;jB<7v!TJjY3@4j6-BtxHKZ}!yLk@M90E>Hhj^eT{9bAjF`PfL?a%&
zZ4^@=;GOgMgpqA8#SGJk>##Ti5EY}lUq|ZVZWt6OyH!({L<Mq>RtGNxye~&yTkVZ~
zeGx}hh^Q&qm2q1MOnEMYxEn6cY{6os5wVpwTy_WLj=B@+blFue@{S_4BjD94H~6f6
zhf!ckBjN?t9s5*qkM*zIR;vuM*fgRO7Dth}BVcZw8l<pzX>j3m;-!ue&@~Z0qIpNa
z6aX}c_=JOmc4|7tF|6wLW{01bo|obKNq2U_T6=vAY0e`lJRyT9&yan%i`A$I`ojA!
zVrQ9-!SM-rXTMu|@UtFX6xB#VG-Zvl1rnXWsA$F{b;)25Fn3N2BAPSF&-egAz$+NE
z=)7qk;GF}Fh!#xp0kuLvg>P{enFG2%#zaddvFfs6*3@>Z7sJ!lNa5d~>3hB^L=>?!
z@_Gs1G11vao<<U)Cs@I}wD(Z-uMAD$eWqvU6sSi}qkYQP_vAY}?5iNJNh1lJB3cAZ
zxX&i`?q{B#nU$08kMau(Bglgu0;=daJQ1#bUI`hlPH_odOaeiET`%!jn$-l9<A(}r
z><a!bCLWV+QNRefYoa4nC%+Ji|1ef=v7S0o%TNaWfPh(x4H6cJJ<AxCE5@WJA9ues
zhE@Xa-XWbIx$PUA?P?^Uf~tXM@A<JZ+~U%Rcpg>)s<DVH1_AZ<CW0>f2<Pv5^Dj?(
z`N;QV%WGe%^;}y#jjRy0Cl^(y6$0MF$IrZW>HuV{YD8r6W_B@=5Kv!@{UiG%pP2+(
zOTt@4q&8?o%;Z+=3d7cGv3BjSYaS0_<BPUZM+DST`H@~TKZ>~zPwy$#e$Sfzn5G(8
zq)e7{Paa{DWjp0{B5;`=<XdO~rbj=;Tqb{+tUUoQ|E5<uXFS$EZV-{lB$bJrfH&x`
zGFLr5^t8A^L{t1_Xf1WuuNl0=S+B*7GF-{Rh_W7VY(zWO^mm|=f`EEk7CUu*WEQE!
zcVJ%tUTomz&SmFaJ!%*-a5N%R9^>_-=>*jMMSKz8Xq1_>%jtWigSaQ^aJj6{=Y=Yj
z#*u&u#(brtGN_=<VK*^}Bu&8McM8vp8$_twy}r~l0dt^c5K)37F;?xg5i{0IoX$qO
zG}(0m=5=L*h%cgF#AYXWKKBcM(GcQ=fVrn_kgx@)*JWgZpPk>*&#5;iD}QuuX1(!#
zj>z&_^&gv+(<f^pYHkI5Eq=QM@kEVKJXdDq4ae|_c+@x3WQIQ6d4p4Qe(8j8_dS+(
zoBhKMm{5%*+*>I6SB56sWy8X{99WPgCJsr@F393ut;X~2192aXB*aBLRw<-61WXBe
zgSd?SIO>NxpZ|NW&DIPvX5IZuvU7Ery#W(@^||z#;PuwPU}&3Wj9U`E9GY;aw&+o~
zU{{g-@<r%%F_kH>4hP!GN?3U~G|_&eS~n(dT!zSRl?$y)%gq}#8hL@)Sv30AiPSGP
zo2Q$x4ktHY!Cj@3Ld~HjjDtqPtTl2JM6u>&<%c=58scmv6XLn3-E?Te-MaHIZG5`O
z@pHVqR)ml!o+EW5psE|eHgY<0b+{z6*nZj}aP&>6gF|bCR==Kl@3G&o!PbboBCyTG
z364g>Y`1WvW!X*}1;c`pk!fQJ@^My_8J^25j~O~GVg|J6Yc`Vh6C9dQ=VCjJeo4O`
z78k!OfOli($9`G=6UrZ~xuMI=i&9rWEN{aGhL$+}UYME9;(bUIB<o4K1k~XZ5+Xm}
z|Ix8=P0Pl`yWEPk@LPX+c;s!VID0vK@x@Jtu526^A95>}gwGqwqm<<FnoF9jJTtCc
z0{eXxKA+rq-RuK_7rh&BD^|6xI&i<3)C4J>i<{=$zNj2tEn3UGSa$ioA-pM0Nv}jl
z)LTj^%On~`TjWR?p1oK(_u40xZNb&0_1xloQ1WJ&JvSVjZ7nvr_pHuWQH$fEEv6DV
z0q^9zmq&E%jo@F6Uow!XcLrWF;uh^^EFJpkz%xhTe(q`WTaQfbiQ}GDXb)1i@tALG
zJ^A6k6Klo28D-|(f6>qN;-U}FZmX}2dfYkxnhoIV<g*Xg`tY;!;`#>bR8aC|{e$)Y
zH)UFJyf{_*)jd1!oj!nAe~Er8rLKfwZOW9DUvIiuR6#-Fm0j*Xd8|rYe2gy&DU8YZ
zKT-MU`mYo1<KojOiLS|HN};3Et7sh$c50nPU4g}0aeMwt{sN4^XVDhTMK*mRD!z!4
z80FElVn>vOPyG;*({Wz0D@wAj?V~R=S`2TU59DwwdUuq>+z;2EDZYu4=-=2EmkvZp
z*cAXTI`SyKi<0nZ4@mUZ5n}X7jC(<;71^rYg2v-+dAuS5p*45@96$8X$(Z;)+M?Ml
zaV{gu8UGL^VH<-^^*D<oQ4%(Nkdbaq{2V3GdmR-%IuH}bq9ppeJ+APGZThcK5_9K+
zD~qF*-=ZYu96^Wt#UD|UirY_Ku=!COt!~{ovh;-~|B8t}qa<e3HB+KJlkCGkd>6))
z(BX)FRm_a2;TcwaOzOeg5QO5X3p;r}w_<G*ha_<N+U~l0KChczCa#OJ+ej%#)36AA
zd8~vtGgcGxi#xI-oqzo~<yQZO+m`IkV3vNyBz7Y6Y6mB+>|2lYe`pL^`7%oK;hvF)
zuV|0>U7rn0CpRfkIxcoHiM82$F{*69X76JX`$ZgwK_yjw7U0~tI1ugV*W0(<_(KY|
zC9SV5|5=TUQgNYPF|!@%1y}9GP%-a&Zbe!Q0-m`T_2AoEw$8r3d|dnxCE@Mb7rHcG
zvA8(GB-Zf0c<si)bw)xN_%aD5NoO7-E4sty-~DR$r}5EQx38|!dc+lRQGr{r1HjKf
z;EOK0^SO?9%<B{v6`7<7mR&)>n^*q9=~sP+9PMg3fA+d;($#TsIm|9BskM7|%s=u?
z&mK5de7)E$U%WKz{J1DqB4TXK3>cfgC-LD~_2c3~X4i^tP2%YuH{F5QTczyNdUUxZ
zl`Q<}XeVTB_u;Qtk6R9V_|r;Ru<&c=<bL1v!e+Rs%PrckyXCIi|5vuo3B9do5*JkG
zAFNw3wk`Pkt;-*R8^j{V`W53=Qm7*W>NmI<#_~KI6E(OMOJYuEbyk@;he<k7D+Iim
z`*Yj=wx}k8P49nl>AYKe#KjI4qaCjXXKtu6az8Q${(f}mg2nHq#Pt<ZE2FN92R!oe
zKFp~$op(?8^qhEHbVK8zWlftHukLBnpS<Mb7IASN^Rkb4A>b8Xx8t2@Q_;$v6IV9u
z_<q;8xHQ^|*=<$%@{cY%AAzmu$t1QFy_|aof4-pH_D3?~;uv>i<zm(;Qv-%dEP!1b
zWbS@Xt&1Lg3=ejUJbg_1=Du~~;y9DMN$e8vPTpUq{ha5J&9}4K3v0i*y&Wk=C)$?E
zjv6vwc1YRYV`lLD`a33m=N7FP`2Yl4{Zi|%T>aQRXH$#asYPiHREzdA`hQa+C#x0Q
zIelOX^2><)3N)<OFH5cuj!pCz<oydLXFCZCx4TX4<#m@HrSr9c(a%dIX%H|EVXBwb
zU>nrKgNuoTfLhM*z(>W6m(qDcT-<>6LRzA02-(<jNmfTI$6@7O{^TPct-RW|d9%CU
zY#kT9(KuS!M;#IHZkc{jc7yiVt~|2o)?V-43`L?eKag14z>mbED5+j|#8*tRoLV8^
z4L|Ydv+dTQ&~2k74R&P?z5os)ejH+#?@3?|>RVf)UzEfweH_h2<f(s@#O$0dm@sxt
z#=VDPVqlcScn!K@int<5V(d3pe!}aVS4K%V?*y(mM;Ku;u8NZAO{z@<ye3Lwd~1F7
zE`~WI%?{u3;u+{j*K8KoMM+FY%r|cCr$tGOej5vy9wqtmpLcdHy%Kv7o?TdDGomEC
z5P=utlVwFo_>~(tTsl-LyeNqgopIazD2aZoR8^M3ZsCR~iSg`4*4o$WuStK##F!|_
zsJ?4zdE4;zsd3wKqa@NGjm2r`zUHfbn{zG<@{Lgvqc5hFyeNrT`po0A1yK@qxKISv
zob-&3k{I3P@x(Be<#}W+!>@kY)VF@e7-<JulxGsV#PE%7xJt}R2{L?tM{SKY0X(O$
zI_ir@Vj}Zp=QmfTgA4cQKWVj^Z-+an9u{2$N<I~M{f7T-?v;m}@qhPZe^lqlCDiH7
zCGlHnG97Dc5`d>Y_0H<jWv_~hv-mUSQ;P&VzvqaN-(1=d8`IghrJdKiO<bJKB-WkN
zPnp}t9I8a+rO#_r(d)m-@J=s>KBT-9UoVh}C*b+l{PED8huXxw0~@Nm{ltT9<Dy!$
zMK1S&-7pUlHh?vvB)U$&4c6CU5-AJ<>d|-{>gh+iL|rDa1EW*VRJq+>V&VfZ4wFf~
z20I*gEPZ}R+I3Y?aOjK2Zo0Zk?YKyZ^1^R*LK{X*X!v2?&2bu-uSfvN*EPNRnQfdH
z5M^DPA(dDIEv2;b(3&ysp%1(Y7vR)w<`cIJsNQsNTr`gIrKA3)Fd_J&+gl-pu|utI
z?0bX%o^timSEG($0#XRALL8ldmhuw_<>^byB9d1~i){S=jd|MR2YJOPxzrK@UP{H(
zYW_DUxx~h+BDG#MN^ZxOT}>=zTA&~wL}wqt`C#`^^?v)Jd5bsT7q`Bw;JJd;&8YPT
z(bg^b)MwJayS5vA8{R!vjO*CnY*GyZUibMAHdw#DQ{3yEJ#5B~de|6TTuBP-IU*t8
z`AsXXX?#DfpK%NbWmuZ?C|MmeuXpq2twdb3WD@IV>8eZKZI8S@rfFMj-daaV_&p-{
z2c~S#T6|k*@z+IkjJ!lUZpDrOFF9z1-w4A#=4O0Fs1@`6f_6$pOU!DJSikAzf>m7y
zJ&536`P*NA{Guy+$3=%|N3+Y$dZ_mgI4HUI&Cfr&F9-YHK}=$Ymv1j3#ZUWK;@1+g
zqg0YE0W)j8QmY>Cd;5(gX-K!Aosb6D7I~3*A1kXQhmGyPtXmTEq?mcTW<3w79WU({
z*{9ap@M(wTORowl5?_k=lG$_rkQJ;{A@Uh!^Q80AL`N2ey<mRwwvq4N@eq7Fwq-Dy
zxAMSPzBnj^a1Z;<Ct{)_f1Tya7|rwU9p2-mT_cIF`rwBBOl7HUi!1{iLh=Zp#m?NK
zwHcaYul|OE{a4o>kNqf<*jBdvwf>8F*97i3h%QWGrEWZZ9YhzgD2Z`-UL90s|Jgmy
zCDt!45gBT$$gF}0y$t?x$Unm>cfkfP+9GdWa3sx9E4(q^J<9rZHNL;}$Sp`TGLO2Y
zGKuX-KNY52RBWGnFo~7=fj-6OWPFC@fma&@x~Z%HW{ef%!`t6p_3<q1{1>!u^UI1x
z)#&Rki+-K82mDkAHlBR+i)lJII(s;rh=hwq9ext8HLM;NL!u<S$;SG~RTbcXU(F=;
z>poa7PCK_Wrm24ET3i;Dk<P(VFQUnpc88HpNexgsWrbn<2_0?1myU>%+bqcG-~QVA
zrzO}KE$u%1`aPX$l3?y8aw$92I$2saxBD7?eNn|nuvnMf&~NQ?Q=}XhMq9U^_jD{L
zb8Q@98-6trl^yy;$JdzNK|f#q?c_@kTI(N`K=bbNzyGQ;PF>&36QATR%8!eIOk%&<
zyse@`JYsOP6?00#n+Hs`tD+=&oYZ21hZV1366;3t-WQs2)5s^9?P)(KE`~*U;Y%Di
zG1+(83wt;8`!^=8i;^_zw(#JVE*SQUrj1xU`&BGSX;G4o_6<Ff-a2T&)0spLI{}ZC
z2P(*GAK1-c607&TBw?D4IPF;4y2~rXMHZ9Tb(qD0V~?Is-_`K5_iB>{Ttch7%!GL8
zOgWQMNCODisGv3&irmjE0g`8<<Q%R1T8IDkknbv659*h6;|O>Yv#Xx@(J_?M_}|Qt
zPtRT3hM3uaHsx~UMlkfY)m)$uK7XDaurhB}zx<wDDEP*03&(Y-(>}haxcG!xl%J#&
z+%Byjza-8ru?^QP$6R^#j?&jOLUq3AoMnpyKc`z_|GEj2DF7S&YJHE#@}-_3OC>oH
z@cy}T?fBB?ppHGiIf|{p4b1vIBu4_?_$wMVd~99oxcBBIt$RKBSI@W@!z6ZsnJ{ku
zi*M;DzJ`;U$0SxubQuvZt<!6VmUrxiZAwKsrnVJcx1npiGef+1GFXHGwd|T;Rheg=
z8FkIYI0hUVHFr8J<W)Q4+6wWXj!}81bI?`DP+7l!=B=Op_We0X7`nUD4M*Q;1{+(z
ztXnfYzisEApKXR~n6EstX5cS}`@(Z8Df!w*VkF?z+`IYDyxOghQ#5LF-*y7w$~&2L
zaL47xy%+bq(e|6?aYg%^-&g(h>9p=~;bfYdg_!rih{@c|tynP{Z)s_p54v=j*)lH1
zGrRVS__P)?>F!Uryz=rq4CzEBvD)~>851vmKO3Igw`U%>^1G2}WfTua3b9MT9F?iv
z9*$`e+=`vmd?Nv7^|mHmCrq!|fo92QlC*3^>9lRJ=d8^yy|o0MHs9rxZvXXBa{Hy`
zfSNPFus6D$8L%WA0fvcNHDcA!&O;H@pUfnw^ce)auG4odng4RBxC#<?h>LsiW9XD^
zW#-YQ3(BuS9H7IX%Q7nVf-vsnRxInr#LZuref1UB$S=LQM4?~G1|0DTon|WT;TEl~
z>y4H7`cDTJow@SfxR@IKI-U-&tDHmvyLx~0>-1edFEQ=i>uaBnlLWd0j<2(<8=os>
z@pC(`8`6^osi1JF8)rf5BFHBcPOhIvHJfmdC!*w*8FS{YV^SceCznEY)sBpw<SK;{
z>-NJ@A?bIJ%_9P0dX&Tz-{bjEj3n?H@t8_l;;1Pfg+uJ!m-d?V_1DL7#1S>UyU(3+
z+f8R6p27t{u-lsv9T^r3R8wz>#VjVVE8glQQ>*UWjY)X-@+Yqua}9QTbYT^PXGtpk
zwP;q&udvLI8TRw^NA|-jacX^-SeV`>i~FINXvON9DfMc+k|((%YY;ZRFsb(M+p!_!
zg$KLfr<lZ=6^=9EVC$LFH`l*>Gfp0!VG=1u0$zo;D-N7>16sLY#NRtQ41))}fJstF
z(ge(13eS6})N}W?%!9+u(zWJRpBAc66wbaLz+d8vEHB!P@HRfP`uW}OV(m-iRxB@K
zV9N$mKg0m=@&(&K_w~?<RWEaBqt_-ef=O&gW?|!HyE5E<Cb3_{<_URJ`s`cOtrY1<
z-%wIVVkgM^c(?>a@&d`_o@nyrEjbk`?K*;$ed64Ib~V5JEK*oWE+6`Ph{>%p%)<*k
zn)2?dJJ0yHL0mk9w(+G_80MDow~empT5THAbe@k6jP|2Etx)0-mb(2?7Sqm{ci+Kl
z4`g;lX38|~$cofNK+Q4hqG(4Zu&_ryOMz8>36s$4E<!%>qBC8+(yM+idHlWW;$jwe
zWO*@Z6gpW#^okDe>kl<*^3WUD*6KJH&3g!sb8XbTx2)^hab7iC#XM^@LiWp|teY_6
z)9qe4x}*sL+@D6Zfj61k^<EnL#D!7TO&Yb1tbnhj=*qtmdLybumB&;+)En$@^4DWD
zN+o5ctQd;Ww8x4M-*t8OgB$1XJQ7bV;`$)+jXLopk7`*G_I%)8iF-TURHr&z&DxZA
zH0MZMKkJc--%1@ao|O02nQborB4-pSWHEfXs7SVZ2zrIK*|Fi>{R*8cw}L#dazrj`
zYW>3G);#gy267{A$!yxI!QmH81kRF}IO%JX9xHv~$~kf2RF~5iM7<ko%>Jsztf_HP
zmcupWAzH3Zz!L@GW{qe!-LlSOvoYpXK5@MLfcy!O>Ye90X?`+)6EAeOLh(jQ?3+wm
z76RtwaDya74IbMfXu@Mlbw!Za*Qpeg;~;=H<d5^_pR)<~MSuHp)@fc-ABlZ0qpy%v
z<9G*(xAKMhO)+t>B$E(p^3JZ-aBtk%ucdCg1s-B4q!*!;Wi(3YNMGwkE`UgM?sV-O
z1ftqANe4<qqRYDK+zQs7H}9QjOOu8M{Mpn>CYvd{mN8$;_0<5pb-ja0?DZtA;dVcI
zNRs%!(exmo(*JP&UAyG?A!~-ilBpLCUnLR(Uca|<D%JP_H450V!``V9%l%D!nIPb;
zdGeE|-unP&wQJv4J@tRT!epM!Bvitc>$s-&YJBaE{y4r^QT&OM6&@ZQ)&xPdvoSQ2
zK`()~yv#HI*4;cP?hR~wxZ0)|h6a;lF9y(;N%-H>P?nGv5cn2?Hjp+Ur7sVYy&Rwe
zqUOLw%x98~^dSV)#_puPx=*=ZJWNrQ4qk3^9y2Sucg^C@SHR8S;<fOAXGMd`JTd0z
zBicDJQI)6Hda@D(+!~+a7`!ZewABH#4d)4s?b~)(5Rh1Qjhg7Pd*UP3fmcbj2zaBq
zm43eeTewnr%`fkL_gL4<lIXyLpI^Lk!()wb%yw<Pxr?{=OQHjO#TYT9Mg8XP`gs71
zIqQJmjx>pY_sq0>(Y$FFWCT5yGp0-XzF{4}Lrl@^ZDS2G(zCPEN6O4?e>E{qz&q6U
z*2k~^6dOs6B*bhveSLENCGbo{QzMvF`5^LlgG5}x3Sh;><1$H)%Or9wegP4O>3>a5
z9#n=aphg&gtu%}Tl2iy9$|N>A!8?;zbk6cCF>wJagAE$6HyTJl2VZB=7d%7El}1PC
zv<z7!0_IIGgNUgd%=jPVCJ3m!qCksc8IxGg(X6Z*L8o$MeTrI9Wf-lwajI&BtnY~;
zjD5yv0b}pisDW`I;0?HV$Its)q3W|n5<1IyJ#|e$P4tg-3<{6`c4n!~C)pEF-Z5;q
zHsa!t96^5)K2-v*`-+AGd>`=&jfmoCJT!$Ioe=7MxZWgt0_yY#Ni=+ngw6F9Hh|S&
zrvw4>cD+F$%p6kF%JfC*hMm0*#2oL|tjl_FlKjm8Io-tJ>o^<{+@_y=*oMt5IxYG$
zz<_jvvu%t1T<E3*-nwOX)Ht*g5jKqor$!$KPXYzhwSEk&2ELSj$SNiT)B^XF&d~TO
z@(!DOYsXIi+%aQ)zPFK2GAH1b=vK8;PTO1YWTZmKF_Xn}C^bRPiG73<@H(8g#UJq-
zE*WYB++F}J@n0a4X22k>$|O+&UZ+2vs#EP1+<MnYSeuLBHZuz~tnx{t19sTCpN;p|
zqmG_K6YjEz36$x}?v~>tIH{>gzum)r9EjWzjU>d6_{@+(=o(-)2dE7T!J0$2q}V5r
zO{f(<enq0QMpQYL!1hu<-)!G;?ipPVbxM>;br-6%L@Ip}0X4O79>jC3SY-96U-;^g
z>5m(eEANTeTX4=rIpa<iK@%De@i@#b#@IR-b1vLbz1D1K*jK~X{5bf9f%Zmk5j5d8
zsY12V8(A3Dd#2}iSABFrM%+uA{C~B5dz_ck_P@)NP{Ii*x=^{4siuomKA#Xt7n3L=
zW19K&^wdl<_Dodce#kA+ap*|Vg_27|ZXL=sNiJQG5XEtga8Nqo`(AtPwfFNp`_o6f
ze!u=$vtBc+z1Oq$+H0@9_S$P7JU_hS=pHrd6m8~0I>cZz*Z0<kuD{^olQC5Xy|wVA
zk>6wcUQdtGwM0U|i1qAraPxjsM<4z$(rDYWr{ENxqeE~7`{yrxuInTucbd#Trw;5;
zV!`Dt$^P*nPzy0FVa8YCKWGp<sAm4~@P9JMdwzQ3@xx9Z4uL$cRV;jm96bU-x9N?V
zELZ`d38HRgMRg<3i{D(ylAW9KFYR8xy7v={rhzj-FuAGP5!d}P>!Wj=cw4zt4l$Ra
zl(M$hVFmiuAb4i><7f96+&pa&)rCGU8t~wC`=7FI|1+gdWs;9cX$iQnue~b4ZfQ6S
zqoRS$EVqbS#A}Bu>Q#U7jb}^`k>N4_q;;b{>x5*Q&Pg9aB7o*L`G%D0$RxUAIRTpu
zXc2h>cN_Ub1Y9npBt^oc-hpolSCTACxWyT0j1`aLk63~Q5%N`_R6&xQEyNlz6}UEi
zHj|K}#NHBTpxGDK@gA60Y%JTV)1Dg8lgz9-&U3PLsU)Khn$Z#DA)U>s$xuOzsdHj%
z^jZ-A+JKE92!a;hrs1TJiTaFNTuK}fFeS+%tEAe>B+db3&j}e8f~W>OJ97yp&AQfx
zIwD|7Ip9!Ewgu{7R-~VZF9O!mTLi3YH}WzfIbL@f&c~o=U`wZ4MD5BhRu0zD;sGSt
zdBoS<+#=N?3<(4)o>=|Pbr&EZLy&nUnR*HSs=D%uIEVf#0ehFyB4U$VoXKu*1W^^q
zb=3=?C@<TX&jcQq!-2=i@7I-*>2WVLn_G09ibHIs60Yv|V!^l=3mXTFsUT{fy%YAs
z=c@ygv>*Wx$g+E=n{0&-x1N_r6rN8hQ-kbSYK4GbdmCTZ3L_rAOj7@xTPz@Q0=8C-
zMI?>R@nt6=OC5y?I`NY3WW?UgBXW!65!}twG75i!NHqu=ZtbyQR_`uIq%?>+AG(M6
z=+;XcBo#!pWl1+8B_m)a*sBOke!B04RY$*?<qbi91$ltk)mlm*uvy50sM<Wi+(&!<
znO|_+Ct1Twv1>*2!6}9pS>qu^@d!aMUUa-3Hi3B5Lf)tKr12tPc0x;JC$uD`%wtop
z5eb1THNuR4H6afq1Wdf)D_88zKOFJZ-g_p>9!UwJrX>xcZ{u%Bl6c!)<y8=3k|)I}
zc+wsMXeZb#1CNqfBVe!LSwwB-Xo}nJdVE3Zdb@iLZD(e4bj?jF7RDk86)Z}r=Hw9O
zg+I_*Kp?Q^O@hRny=^)65J6eRu;MZu0(GTtY!bF0HF8n41r0QTECcO1_5ObLSzaex
zD?SNbgpT?BOcIS?eT+{AiL>6`5cw5uedG1V6>en>aP0Dwx<_p7Jz31LtPUm=fN-fv
z>rS>3b?4TwT$Yk_2^i@{J8HvrBv&h5ITT;ICNI^s;*%`NK1R{llR04NN$e6Zt5al*
zc3S^N6jzx&Z1_6ni3Y*7RU<ad*<6SdR)e5Y0=kL$PwZ~t^j{E_r%6J}HqgLU-?oTa
zz$BLw2?29O4AEk~D~5>rTqdDU3<(6IE-38NP{BVJL@j2Lb+oV%2)-|@m^ooNGXDj^
zgx0liwfl00*645s*;N9;SN;As?ZUTkrB4twh?U;0X?EEYWS)s8eoBUBNRpgKF*-z5
z=m_$1E&6lBY!Eupml6n8ZhYt45yv39E{Iyly5REtY=(p&Y6X+Hj(lgsY!FsLZ0vl?
zT5jeD7WG51-oT<!{;dY?fl@vK-Gh#<^af!!62JwTJd)DPVtP-O=J!&n8w<dh(LTDk
zF4j6h)OK#gk?>g*S`kFmPqyO49;Nz#6M!#iQ!BvDI*$Zjw;JEBI-o!GF0WFK-1l%+
zff&O}wt@`?lSIlb$rWQq!ktC~vH#&#XbST@_V|*UzpfQNZ(fx$$=$0`a%b1E%flOu
zh8l0)6-)4zKy{*?RFOay+uEp=Jd+)=Im9jjTLIW2YE7P&i{ph`Stu5Jq4?Y39VG6x
zNq^fHfVsw(Y%yw@cV)k}rxl}2TDv9lLsfiz_3e~%eGlSRTu0fq3iYA=VTPtaGbX1E
z8Sl#cPJ1L<^hIheF}Y6t6>em*6<^hgnZ!*b&jvuhn-lA8N$P8oE&6;dNLm%&-!0^+
z=~(w3neulNzMZ@iTwx-)vGX;+EURvU`_u94?CeJNBoF}ESTzh9r@sH=wcK;nc~V8<
z^lD<VQ)WFHzIv=)*69$PR2Q+6UzeC8U~F=<BXgwVHbV9mh9GJ#x8kNI-}XgzjUcjB
z=t~_Duv=P-_{aLbPWNOR;MNk)AVbo}k*evJ$UbJioRav4$9oCTA6}CJ=2~Grin`?H
z$ka^%9*n599jv|f$da6Gf>ZTioe!e6^R^*Zr!~A)NRr$yTLpv*nsBEZ$V?D0fx=}{
zQ)OBFa6~<u2aTx}&Vq*#&H@L)(EaO9EdDQ27dqFTzHiqr&d}%M`t*aOEKj{Xf&Zom
zn6MzScjO)p#zT{DcI4r%n7iRs_(dQYIp+MdLs~se9OQ)+5QGNC7e;z9n+biHlf0|2
zHZ7LstvNS4J!1j}+TzQ@iy#U^9#$h>q`t;4f_KhpHS>-YI05{2j|~^qyBn9G8nTM%
zTH*u()^gM^6+~Uh>xO>Qh=6?r!6N=MX7(UJ>d}C&eEP^`#Mk>tlfYq!<+4lGFK-@4
z<a<TF+AYhTeT;kHhwk{$BBTS0@RQDHnm{nD&S{O$UfU0q3Jg-Cifd~#qP<xH=KgLp
zdRmj5XgozCTLMY=c!zo-5Zru8gVIGy(UTxCp4G<?EI2z3nR^-pz4m%;>iN&!n+~qK
zX2|MiKDiH3{<+`=%Hq6rjs_sHLJ)NcHIt_wKjaq>*&@9qrs=JedW>74gARS#VXxCz
zL|vwht^O;M@ZBS%AqXPdg07^R1cDEadf|tOhc!!EL<+t->*enjXED1y!4msq+4T7<
z5QTaxu#L%^5jlatmQ@l&6*KFOuQPWWwtxPo*wF|AP27#NYIg#801)X@7*Gv@n(5=#
z7xX<54=EeOf4x#dSvI)kKXsypetz4`kCBEdh-$|j{T*zF1cLvLIrz8L^?KqSfkDiZ
zwc(+KAR!QB#?+p9Q13y=>@bMBl3V!^KSBb=7sM`xH-@-3W}d5a@eS6^bz&yhrQ}VO
z0!WZUlb&r>x9N@|F1I%@>M=H58}TC~5WMkCgW_?gK+=Lp-pE~8m_q`=l=@qGy)m{u
zGF}X#?&B{y5GE=lVA5r<z2v+Z<R(7JB*oMbfneM%Cxs1;MJ}lzY7vvvBb_E-E0tPA
z^=CupPOfF!WA{H|yW2y{)IxLw#aKZt5-_S(D{T?=0C!4JhLAweZ^N{*^V{J9ks#9I
zmys4f!T$;g*q4ATq88{D)uZ^KLGaAvCatG0#GOAu)U!;Y9~2>A?~_|Z&0-Swf;^91
zG-!S=lguW*2$<DojqDuO(9S_GWOouTMi_MMJ0uX;8c%`<`A0-<!h~*>f}-hvfgq9)
zxB<W5m6~~sY+clY%;RfBLcn-V(S5(E?Cj#&YzHGpXQ~emyK_~1BjiO7d|f}BThS(i
zfH^^k?m%zQ?1nF6_0S;rrs-MdcYpn)v_({Zj*XCO%rOW_Ff)}tkZJZLo3At$$dEuV
z>crpY4SniJ1Y``NyhsKs@-MQH|AoeGI=M6hX?PcKr(3C00)f2&Du^1ZNz{LcoPbRi
zu!vg9Bm>caE+mj;QCyZJ@%_eInU@oY7XkrS!vpJrsN0z2*;7D5AgH&!-|IK@y8!df
zAZmBLK!+PKrWyp7AJ}K|B`py_6GZK&Npy-3=LxaLfK(zuAfq4ARY<9As&SIsUf2*s
zf<rS%8wq4N9x$iJF4KWeGEqE55IH?|#{>MAXu4G)f1L{saZN0Ego60-BfhhZ8kmCM
z>nMJt#uFI8U*{Ye&wUc|t4RX}Gr9ZHZ2MasooYhba2}JpRi1}EI!({u+2dODC;Px8
ziJwbwR<a}hjL5cAnH)fOJ|Wq~F3s30<Ie0xb`cQ9bEKdYGF3CUQ^>_!kn@yU$e$(h
zdzriikrOaBYrHJJ<56c!&+y3mFD#5t#q@rfQulBx&VKqLoy{aYsUrfWqo@bEgU7-m
zBw+m&;<{HJ03{c|b9B*9KQ{0IljO3c=7m;gw0(2Co?CH)B**jaoW2e=3E*V|eI0?U
zuf@;{5=w7M#%S{JP5eRw6K29%&4DLfih;;Ot>8Cv>oh()8l=fgvXn>&WLbNT#IM1l
z%beuxd-TBcRc*_36qrN7JdTkOP@ggDE=Dhpc)8cSKGv;-v^mot2)oVsc6mOQ1VL1R
zj-iHYF_;=;vGJT<AAU+C1We@PH%W!W&FkgNiz8`uWXIp{+6T1;1yQdsNmH;C5(qxn
z`@#XMMj)S25cMXL1jH_ZVB!n;H#FG_b_G$NGRZ_JLP#L!cz)iyt%`6NR1j#U-o@UD
zO}XS8x;!IKj3D0w-^7YM5-rleB*rcxb&zj|#8f3|(61~z_lR5bR^7MXvOlu21yM)v
zlyxS~pBk;<x}sB;_r*p1u;2)yQko<@kDOrw!G_^|4_WixG@OjAJoEI=noh?pGbTBN
zRF#0OuVxW-S+XO0Q%MjtFiGNhy6V~_iQTUYqT29ByD#GWm+0dr=4DO&ydMEmy8-#K
zd|<MgJdsmr9CXsv67DpYg;}gg!nSBk1M?gX>N0cAB<gCu!mZ>OUbT!{IT30W5(s{u
zkRG>BV_dcnL=HP&APpd31N;_|Cuipq{{;Me5A`GSqHnwrFyD<kwf4m58fY*S<8*Q}
z2-vc;7E#wS$)&^#fq-KsICT(2E$5EDCK3Y1{aPW##a5)`Fu*Muys3*+epgdDkW)nF
zo<QISk!zSFDc#6wjv+k_(g>H(44TR0SHKh~0<NwmPZ3lo-oS&=j|>k1v(@-f);nBX
zUBRs+=T|hgYfc@U4e&#oCWXhDb<fRFXTly~FdT`$IxS(6T!GugJTsi6{pI;SCUG74
zB%dUC@kzX(e>TIXi%b<l%T?24RE^2UN1P9S-B{<qaw6=htH1iG%c02d6vVI6@3-Q;
zA>xrhNpy*!o5?CuEEH0AZi8<=&wxDyi7OAvW+)Q4RVL%dN!=g2_qdg$)T09UT$6-H
z<v|+>n7SZ1p61*0xV&6j2lv98NMQ+>r$ew(@?#=cDa}iOZr+QwTm6RshS0ZvNHg|t
zx<!5lRohA5Ej@rq>eBxqU}i~l&%Pg%xTH#3W0WmFY-59DN0PG`NnT`<TryhB)6wz5
z#_UD0YA>eLK}mL50~U#@A#JCtCJBon01Zqrd6a9Dx^44NY=^%00J4q8F?lciA|zlu
zc3h2SVWC)U@gK8(CX@6en@u2#-*$eo6_DwFfgoxC^Kv8cLcrv8BF@Um{kXu^n_I~x
zqmm>E@1tIj8>cU%RG&ZQrC+iYR<+1c3sjB77|sV!1DV{-5+0a{{Z{8OiF?7$zm9MY
zlQ{kM^{A3bzQ7z(1Z<^vi>RA<I%=PrfEoDD<y`?R4hxvXiP4vlIn{GchIlCEaAz$!
z8Kv~?Z$fVs-9dsSITa0SV7A1l_$7tSly?Z|9lW8%lgI_>NwfDG_9xwepl`lRVxU`{
z{H<xb>?=alHq~K2Ai4HNNiOH9*#fG{TNmCuM$hNX1BImh(J3%hrsh<XPG)aHC*cyX
z8!wBf|0F#dPANlWRYBA?CebOz1k6OmO(dSNc#df+lQ?!|in+P=u>R=q9@1a}=4L;F
zs8X<AJ-~8tK@)%Ne}qX~N8XC0Zp0D^#c;#u2O;J%FT;r!0_JWm(ynaU`tv-DkC4eC
zV4Omfk!E)buK>KvAH9+WfPgXO(J>m7T^S;?6dE{(*dQR+*qnpN0{9>mO#LkAxci(#
z(`qnyLAZJ-`qm&gve&M&E?C+ESCtH+=JWaK7vw4s2zoyB(v(l%|14z@wSSUCj=arb
z;Oi+x&xN9+9%R-DnDnXIl1GI~30=7r=dAkaAKjTGmyDV*iPK{qujpz1cIIU+35tNJ
z`io2Yydt7Xcq4A5FSJ}=TCuum5w(WLYZ`ti0`@&}i>M5@l0&^PUUaKm?Li%t0)wi#
zuk$_8f!t!!PDkhZPpl-lS{cNxI1*O-=v+UANw$+V60jp_5n;U*Iq~N*`5Qz|z$SKD
zM9B3C#Cc5aCKcPpsONr;CJ7hOAQ7-NaxJ1R;8t`jhd{tZxUr2A#B>@?LIY|TlRMe@
zn(;Hs&RIBb)l^Nm6<uP2fN>R;i=AAaQvI1^1_^_JnaR;Zio=;?9+42RNl+G1y*ae$
zDz*A+TzhV%A6XRw#+XF+ZeK$)p;Ni;rh4z=`D(X=9EzygO=Di1u6xqOVEhxG8n%q+
z`aEKtfVoqG3x!htQ2op;Isr&dfD!q&lzN0ooFZrI^g&XgIR~O6Gr_LH7D^E?uQtI&
z|LXAXuD$#B{%O@%Yd}Z~lLo=@6AtTg{WQGQAc(q$J9VozcN#U+bC_f*O$`F(pdBH7
zn}|P`NnEy{zxKbu+Bk!hgn+r|7xe`1<5rwb`+nO;+{y-Og@8HAh{nIa<5t|*`K@><
zGW^j|onFSRIH%0J1`Q3+gK;lZTfLGb_ZN+I*_Y?YdZ&KjR(jIc5ioNtYVK!hl5i3R
zT!Y}UiRV9h`&>j8cb$61eNX)xPl5czBo`qz5fTWFS@HRm9qZsO%=Y6K^uKL05?+31
zk}pUx2n5HeTlZM|D_)}LdFL@BPdKhyT5Vxot|t8^U>^wy`aIHQ+AnWoU0Kc~?&80H
zguV-F;1#5`1njF-!J->puGp(J3UY1ZR+6I*`z>}<eZwT~<{hv7k;sn>MiY3x=IAx7
zfUas_0#S!U0Mm~x>f8r)^-ZOUHE<<E0>L+rHCXreAxH}9_UZ7acD?)bw7N@os&g(h
zFpqTLfT?NA=eAwn05v#YV3IBnPe>r>ICAl6sf&(C2agSyxN+~^D01tSMfvc*+r!yi
zaToToe>H41e{m;DbJlwFb%gaNumFSv%;TtFz1Ng~^jKdT#TZQ$l~IjBLLj(y{l*Q)
z??D+7{kzva<F-+@#XPVl!Z?Axlt9qn^fq&@djVfMvSI45IXzL3^iBSZ`qU|b;O#oU
z_C;wHJSS%mbvKhx#oCZSU<>+5O`v!t4;}U+lji}F3;|mmGdQa4O^e$9>u6;1nDmMk
zr0oQZC5+nP!MtoZ-N<GVb!M2(S9k^^j`cx5EKI<js9Hq*$Ogn^hH#6YN+b>^Pm8$~
zeQZd;oLp{}Bh1Yyx!vl{CvD+2K`^RR0YFUz8|rXgw{m<b$m>94sy_BvGGvrFtJ7!A
z+aQP<@FO88cxA3^ECh)n5Xh?@7BQo$-<acv=C~+3s^YS3s+YK8{WDAjhV0}c&?|vp
zz|G56ZT$SSbZ|(w9|qj=<!KnQ+i6&%cMN<xzmf$^wL-XHh^^8mi28|oibf#WLa&Q#
zn%-i&u@8xWfbmo#k&t<)6;FRX2|!LqT%6v%nIZ@TtjQ^qq1G@1j@&+(AqdEi#<zy!
zK&hUG0>j<k2e<~o1@#_S{XqulIfAHu9Cp-InFtt#L#=fC*4;`baXVWvZ`RJCQ=RYE
zhh#T}MeWG_HOlO`bEuU(K<tufY^5SW(CH*nRH{fOow{9%cWMIi-r!6PhD?Oq*=28$
z^p`Z>AM*^_iqHOi?`O~Sz)fC*#BIx-m?Kcs&2Xec_0p~=*D<5Vq-ou*NCy)RpM8Fx
z!>@#*e#QE;H@FN51XsU2C4JlVFlmCQj23X%7mvnh5L|T7>lMd8JTz?)HI#Mv2KrzE
zf!vO>h$3$uy5SNDS>X^&7Q|1C+x_XLea2TIbxRP*dTUt-UI+x!-|F<?_P1cu1yOrI
zDbUd(m=X<wt(ShgsQfk@(FtO*-ohhkS`e@axfb!W-n?6K7+}hIQu7HstUJ}4eBSBH
zO?P+K@kvM*d^Li2G%#13kgCCVov=)LiD`VJ1mP$_)J*QECut&qES`@^`qDMJ2w3ma
zBFf9?^2-94B5cl6W!rPV?0D|CNnfKVMzCIgofo!`?(IzeRXHgM0TVx3BUkQGi{J>o
zjD=HZU<d@Z?7tv13rXPD;;*VuFF+A;E@1-8Er^icOY&O6Bj8%M&nXI`I4>)b3iQ9S
z)st3!haiC<CNC>e0n9T`>MmXwucR*}VC!gFL~Y_3<LnKG6=4SjQG3($%?oM7H3$y;
zdatspJHq#DxM@Q9jRoDvf6=L1kB~6taHq~z^Ue_mgMz60ndC;uK@rGO-)ycX3EP2d
z4FWdwyQVE7o`GBT<yyFDZe7Y0bqo8F^GzTa)@JNQcOBXinbQVQH?blQB-ROJNs+pj
zc`3vuE+h~<`0gjwr#3^CG(jK$%F9wOlBBmX`2hR~2?UF-{^Ie=?nb(+AVQ9|P!o{F
zy96p15(v`y|Gscq%Yw8;40)(CmkwrfdNL*?5b(QF7!5(xL7F7;o;(X4k6j6(e$_li
zs)X_JMl{Nu#~q!H@d*h8yFZk9ci4IO41QA<HA;WyFHK?Mg#?13GZ%i4DntdXBd%Li
zzsJavP#>Fl*#=5Qz@9N%L|v97kus^SUh3(rrEaKM*YPZ+AnIyv#d)4=C!)@&DIc<)
zhMIs0xFI5Gvk-3OR_4&a5HJ#ZR7Ce^N-blOo<u^x>}Y35mfnn%>JC}N{3U-4-Jcz0
zXN3Hmx)I#UVI(>N_8yu=)RE{P9kn4|2xQ6dd|bB@4#oFs5KR4{`F)L^-G(r%LDYIQ
zjtRa$%{2nSpkH?xGH(zvkpxkB%&wD*@7%Q4K3Yi2iv~f{_Txv-Y>gFM5Ve%Q2vyy7
zQ3T8~hxojdtbwYx#UDaNZX9RiMzVjpjob9X$ZNs6AnJ8)@q9AH1kA%cYvo0wwJG%x
zlYERHih!-UZV~D9J1o`e8!ZggfOsTesGuZlc|S<0uUK9Okw^&yw|v`v)^9Iic@#wQ
ziM}Kf0ybCHA|{_mJw>b&urJYBMEE)jfe0x|=1!DE^X(K6@)9C9pW(75B)P@RJ5+@`
zQjcla0zWhe9@~0fqlRl>cm$Cai?Nwhz4iD;)*DuVXyEB(CRs|dBamf-*ob#l&SCZS
zo-5UawBl<J*w;Y>Q7^N%=u(cD7x*xOsOD@kS`aS;d|vQ%w8Kye!>O*u2w*0;(1^cL
zs$$KcIlrSbDlh$r-Epj@g2+Rvx$IOUW_<&7M8L2fad{-o$7LmPUcq8Xj9Z*icVK^j
zFB(buMZlh>TSP6_B;jwZAZY@@@>UODeNU|vp3*Rgx}9fFlHF(!%)495mUpUnXgIsO
zlE27>t-a$=byae_eD%6KNx~gPdHDv5e9ZEC-lE#fBrcQF)|D1S_0Y<o18p2_lNUVf
zQy$QrUZguOk#zfWi!KkuKk9q8p5{vjp9uuE9<Ly3ttJU?AuCM4UTm_6@=`^h9Qt1%
zh<b-Ra^od`aU?ge7#)c(#+BU4Q}l@hvgBNuY!Vl5_3|wsqaoCQjx11|4+G=!K>YmK
zb9jweN~WKH^%pH7Spd!m`Z+1f_1A^PXg~vVBL``kd^HD8(00_kgtIVg8U*PD^ZE}P
zg*!lksOz|u{lR}oz}%5VW~Ah=s8VjF5OXLb5d1jc>sdD~!$Wm~sO!0vU#JxVfqg1l
z5UIu52!D-MFnU`2@2ByeB9E6N@lDfnEZyA3PA3OkLee!S5lIb*`bxh+NwZ9(D9KCQ
zX|k2*bi5b6{Xr{l@`B*3D$o092>l@zfIIT=C$%}gP6_}fQ$pMlS(%3k!G~VFfW9I=
z<STeCDrxL|UUt)Q)kvPMZ>A<QyKWWqTk%e{xw1S8em{QIcaK)i*3UpsB2LRO4rYs>
z&LLw%Ah0F+1;Jd?<T{edJBmocAj>N<b|62A><nE}Q~mgplCq1Cs~sHtMu*y*>TV#W
z31kTfoXs626(-tIb0*294d(FDv5U_1KWE{BKmH<fx|L)%;>|!tI&k(R8kZ3WXfz0z
z@aAh00YxeJoj45J%zWvT9|A^3(OC9+O%jfPuc1M(Voi&&CpE$)RzVb>ONC9KW*V5+
zx=|sA-)BOFoVBciPK>^Z--)BEubEv}x7a=rC5YO@B;%n>dcSEx)zORCAM!Dp<Hes2
z9kP2?QT2M8TPdKyAYi=SNX;*`o=NT}5&||%YZ3J>lO#1T(h){oAMUKEhgK??FGr46
z^*^U-=0wSPqRU_TcDI(bkXa&#s;k$vup{Q02KMa{i^RgE+j3N|EvrEFb6p8+D$QI1
zCdVAh4rjz2f?(=3_&v<7+ru=i*Y|JdeuiUYLDXzEbuI8Y>>hjRWNHPs;x?Dw3h!4s
z^pj@1qFBCjG?|si@#1Uitw|Cy5WCosh{;f04249<`LSk@`BwnJk~0rWuWVhK4koXE
zZEfpoFVr;>a2U6X8cVu6j_C73atbvF_B`PEd#0yxqk7ZP-(J7u*uiOaC=a8%#k}^T
z^5cHE6X$Y*sC{bdR=&kz9uhFyT5N%Nf4d(=%G#pS@Z!i;6aUF<D7bDu_T4u$KkkmF
z&MHisnr`9Bzv2H72>SNet<$KF&PZDXEq0?8*P%aky<SZ9(I%g7E?fBi>hYyGY!*bd
zWSw^2gyg-s+@ibKdaNYA2pBW<k{r3clqg71i&pts;fc^U4T7O<r`)w|Kz}@W^k|od
zTIN&nV~*!3ZA=LSch#NrkHMeUK|NrDi1bE4&LM%I>ae{x_FHyp+9JwCO<c-}+@QC2
z>g7ca7h~8uYVb|Ve}Mm&cXNZz_szl!40YHmasC85RMC5}-d4k3<~>1rk$K-Dc{hFI
zTKf$P^20+RfyqrE0ls_$35+@P^vXeB-l?@#*D~G(!>A5|ATiI~huC9w9@MWXHm=Ea
zmJ*C#oZNcP{B-)3l)9Mbyt8=LN!p4R$M@~Be_9o2C69POOcIT-AI7aXlW&U_FTSV!
zkX~ouJb#FuO_8fdr5#qbZ$B5hU+4AtHLdr@OVE$7XXp+lS1up6N7vusBz1q~{d-6B
zK;i1HOyXkA_Bqlc7kApb{!gdSggXtN9WJC<em3(p1HVuNtjY(?3x2M+?<nx)oeQ?D
zzT)4#CO1O{PQ$u;RvmapTJq?fxncoeDH7ABrm}`P0kCz&H9LOjd|!Id<)%Ea(TsR`
zgO?>2gqO2E_i*!@NfN(GdfTK)XEQoAvJW>YoUc)*1Ok3C6>lmDqViazj&;`jXsV5O
z{@3}7J{6becSQjjgT&N2*J}?IN|!b{wiSkmK+yTpmE*oR@MJV)kQxbRPbG~fkR`_F
zg|qE*Qi4dV`c=p=Bw#YD5$)m>>w>g;OPj`UJeh9-<`x{X!uUGeF3?Gqajvi$-+bgk
z9lJx}Ozv^CDDOt@r~$MjBoK6)a(rpa6Oc3_2-LPM#wXl@(J*n)NL3<#eKfC7IGtn?
z?0*DNg?fq0wJT8P@e)Tju0jGvG>3_d@R*O$!wd0Yih!-_W)Vq?b5_YS5OMWrw&TJ#
zl`0%v9e+HbVCZ#kH!Vhy5<!rc!WPMWy!^@1#5-)d;|^7(Qa?XJ_Y6V;!GfNH%D?Gw
zOxhy!_)s?tU`Y7}GBz7%MiDR>r_n&1xk&DoQ$B@>o+<2|w1)hKC64<9L8qlqN&P&O
zx`cP$OQ}-=LBqY)?sLi}q@D@_a_z<*O8T=_+m4V55^7*_SmBnO@xMBQ?;N7t5=~y_
z$aPjRrxr_!jCtH^_q5uL`E^ADUVgg!#NWTig(N}Z63;Qjs$$G&{T>6k?CiIDhrsqd
zh8#4p4%JgM!)k?h&<rCGw7I=(Lgvz*>7c=B2h=qAM<HC2+2{~HUqccLf#8{{*RS8W
z4F$;sQ6IuYV}YGVtPwDIq6h=2D-Xb1c6i*yJQhH&RE7kCpGUrb<BLDSu@OX0YCon{
z2-w;!7LoE8ov9T9LF@iQhW__-Z2PXcdDRmS%uLZjrnT;S(z-sZ@s2NkZu&=LJn46*
zaXqmklQ@aVwM=(EGatO*>-3=|0aHB)33FUV2#<oAK>N`&9SE35Eb*kBJfp0<l8=5)
ziTApRzXkjq9}QmIM)I@9jbE!Z7I$a`QF~!a29je*j09}5vPIOMOyb-ZZwZ7LbsUV!
z&6qr)h+*~lGF9{FFhW0WXir-#B31L;qUxXa)z>pn*Vg6&+g_SZTzwzJJcRnX?Z~MQ
z7jL+H0^I(B^ZS>c@XYm4UoYcIsy4auP2;GU=vz?ytS~0NAZkCByYrwV3&y3xm~#(j
zUj40Nb8f|v$XS`orfLO&gO?dJdIW+OPng*Jw3m@IH0y!Ic~6bJF0D9p8@X}FcRg^E
zMG$4~Rk@D*E0<=4a&u$K0c&<0l85k!AX4tzsfiqgx-(G|&T=Gdw2}QRH_BD3<et>t
z?X<UzzT$Cr?8-T(J@8bUk|c6QZ=&8CQ_6%#+(ulSNb60;wWl)-9v+U-I{Pq*n%`-~
zq~&sFFn*W@ZSj||4ptI5E2LU`yoL?it-N?eU(g@EY)ehUeX$Sq0)Y0siP>Eh-x6-i
zvBX|ftaJp!<-s>tyQTZOTahX#NR67TJ*0@Xcr_&b_iz1acPl;-I_JdiJ5J_-R7YYz
zOc0Zvtq-jE)S3+(9=jAICjKmM*A<23mHEXb7mf*4rU)^dQB=;aW^c%!KrrQs{#(9l
z+zAS5kQ()r-hzh{F|RZTp1<|L{0APvWAcK~2{}G4{Fz7ym=w2t5waNm^)++1>$h$3
z`&~kP1PC=Fa>@<SAgKRi;rkN?U}GbQ8eUh6%PkrHL?59^B3H5HzJ$Fvu~V{8nX*iA
zRW?~%-Ffr3Pqu+91j!-`zF&jOc7ph_xOmhZbzk`}#3cw6Udv)M+5Ll(ve<OynP=w>
zX$jF8#FquD&LVNB7p0UZ3pM84OW)cDX@Y{pWzo`eJGEYvs7!HnrpP>SM$WFA=;wr6
z3VW5|l|(`0#iv{}@m~FCqV6@UiuULtg({r6=hIst2|;Sq0tgPXC<jfvN8j0#9*3)n
z@tM)2{BDmm^yn+9ZfTCQH$liY>7i;(L)DarDhGY6b9E=t*NPa9{`a2s$+`PXO$SFU
ztG=n*X;ZOs@}pU~XyR>7=Qii#hyG7NuT`%;bWi07OvYcvZGCqN<*!EDBtoAi*5;0k
zL}qNJBswro71+9Ab_-(r%s~_H^N8#USTsBwTU1hkA7z=*#pM|qAD156{)c)WU)LKc
zU4r0UT#`pLg;xG#X=44VmU=ykwAr}$=fNFMoPn_DCljC9<D?mopVy{G6Kiu@WA9t4
z#^I&lF{Pp2FZQIdB4A>dk?=*0@@j7QZl6~y!dqORrCmrt_auM(H7ui97Me)tCC<J7
zd>?V28Cy~mjvih?Hoz@NUi_s-?Z&HP4w`s(M`jgPkf|=s3@;v2R-GALQc)U?4&ohi
zxIa=BrbeBam-tSPCf>2HarB+&SY=AasH(7HbXi!=Bj#2eiK5wX+RjwBjrZ%jAJlIV
zIv%cA!*%@}E}|n<kd06FeX2&Xn_Y=Uzofp&B5njz#RvCZA`>*^75b~r@-+EH$C6$W
zFw^)g$r?n7+aox(<Z^nv9b5b(cPQM8!_lP`7gt@B(GsRXb#82*p#_sBZ)%?o1gTM8
z`TR`%+3$Q++ywWN45I$2m;H!Rep2wa1;^aiA{_`4XYG)z3Wr!uMv?hfy7CJFyGgbP
z-VxEhk8*V!xDO<E2_i{UE`iuTnp(Y=R#j&l`8G`?GceAwUw*l$r0Sx4EY77F{h%gU
z6E-Q_8T>y%YUF8XCuepIF?j@mHoQ;Tpm*E&^0>XQmrDhSGv^PrVJ--(Ak(7Ku(&K!
zlCXS|a%OYSYScP#06XPA#iNP$+pc?grg}t0X|p3r!zy}o`G{r}!<!vZR901~Du(A5
z0$|Zl`0cQf=wJKw&MJ8}vnJkpC);|_#j3cns0yBOrrLB-RaKT>G;m<wlPaJ!W9hfq
zx>z><w}UsY#lfZ^*ca1k6LtFKPnIUmMaptfR#9A9gjo{~A4gt#aW(8y)lRVEMt$zW
z-)`S!dr3MFq(<Gt+MI(X&dv#zovKWAkulK1Rb_GYh@IicjlqgXem>;aHMqSfNR9Gp
zILV(ZO`Ict^(dmj$&4OTUR07%)#30EvdZYecb~br>XL<BO2(!GL9&QK{$y$59s8@K
z?znnvbpe!t><9%vIRa{rP6Z)1Qon2WBF(z_Sf!y9Iq2hEceJBWT2VBjcywvih~iPA
z{i2!!MPIXN=KUpI4}N~sCFwwr8ubG<doj(FKUtbM6USI4E>>anpX$BysIGlauEx9&
z1aJN(dzU|1nt1PRZ0}?P6Vo8er@Ms8qBk$8YSDcH-l;W6jry89&q1@J&c{@iLb*)$
zc#3L7SvV~J)Ds4t8np=FE>JuTf)}S&e0hA=A!&=$sLOQdDHlz=^S1WOM`Xs9hC!xE
zjM9$!kF1PdoptFy7frnXR^I9f732@EsLYIp`W2Ozc8WV|oV$v$D1y|;)1uB6$e%1t
zyxS~`OtM?dg7$HLB8&56o-}p+`l+5gA`yuk_+C|N!(^ll2@+@Rs6UnnSSu*#7#E5S
z$O)1~DDo#;D&#Nq+^KWCXYa@>OV1w7U+K9+m&7-Fo=}#aJ(|DLbEozN@o$!sMtkI#
zrDu;O-gE1n8s`p0-bk}7Be|Se`u1r4V&BQJ_B1F<-yY3h>)RV`Po7!&_GtcE-~T_x
zyUk9G_oz%!`+_e2&y{VbJ1<C%xHogNNZq4}OTB|#W2!5#>95WNs<@0-xzbEYSYBL~
z-;;kv*SW|>&KuPl)sMG4&Ij{o;yn24jLHO=vH3;(qoks|65c(@-JRu^um7;(oTG7$
zDoBl7Ld!uD@79-ltXpi-5sfO%6jg=eb?0s&@iMHkJbLQU#5+I6(>SklY;7vZt!0na
z_0H0aWGiRs-J^;3o^MAzz`1v2X;>nj1#{7_xVmISY`|}&7!!eD!@+bKgIq8{5T@XW
zK@OUD_s*p&HyzPtj=L_z8=u&n$2xc0^u~qDe^1XVP6vY2s2SY(Rft6?0>RABYfV}-
z5j29R*2!%yhjunerqrgysnO9^JXK?c@np!sovzeDASn4L@3y(adZ#T?qxNR*lB2gy
z;`g{5Jcmh+Aqf)*Y7Kw$;Vo^@j39C8xxuR(Bg1y#n9P_={y?1Xlw}4G9+RKz-8;Uj
zQ9mXR{yds^_gRh)c*9Kbv=J3m)h2cu@v8X!739<jLYtyC*b0SxC~EnyWK>7UEPadv
z^#E<6qM^y(uGpjYzNzYTaN54}uQ>7eOA*I?ExG&lXku+{JEr^aF{4Xpr`^naO-Wfr
zRi;^Sb+dM3+tI&*6AF&&*rk1k&d0WkF9DnSUwqftH&9PO5c;~+*zJYi(3bD*Bqu^<
z>EoQZ;Vr2cJsQyrqkx7j{;`AM-R-DBkJcGko(=@5QEw!>mp@sWWcNuylxC`nOGado
z#IfxXlJKmKmBbd3#5+k=Jo-2*Zr`bo1S<Z7ApDSzACK{9;=LDGBLKaw%)llgV*4jp
z=#zXzHcLpzqlvT7KFR_Od`0D-(FT4G7njoo$-;sB$<pkI14MzU!}3gpH90%hN4M~E
z1{Lm=2$F>ZKHSAix`O!e2`{9*BPKCYJIiEG8%Fg`T`ZICLp&OvNwlZ`1%m8|Nl5a~
zkL7`To>wpZE#68Lq(*(5oKEs5OB3fH%L!~r^|;DRRes^=z5Abe@)=~->e56d5PXt)
zy~W8(a3Cs3je0j3L*&#l)E5y%4M_&Lq%e}Hm$4zGPUfUNU9p5faLKqnf8SIa4-5zr
z=R3=SWBBfiKxyA_m?~D|h<7(!j}1L#(BT*0y0aiPsvY;5gC^c<meXU?EBS*J!>Pk8
zHD%ee_yA`&C$g~SKpnV*gJ0RNGYd-}-4U<}WEK%&xqu<>;39dQakl*vry|4luyHD*
zxpv-w+)1>T6Uknm3r6_R<B+6h;L*qX?qbcA$uTk3vK&WyA-vg=OjQ+5_wom3%KO5Y
U?O+Y_l09nFkfamk(X?y#e?Ec>yZ`_I

literal 0
HcmV?d00001

diff --git a/stats/LRU_multi_new.txt b/stats/LRU_multi_new.txt
new file mode 100644
index 0000000000000000000000000000000000000000..568516a155e8398a5a2f4278f4ad40dba1cd0a81
GIT binary patch
literal 300808
zcmdVDTdy9+k*>L}8|eSQyVkzgq;;@FZ5Rzmlw`YGmS|Dko*4|VAf74n)I3O{H|DR;
zOg#0jU{+N|R%PYNs&6#}n`H4@{N9R)jB`Z(fB)~TvlnO2&we?3aQ5o#&Dj(C{iCyM
zXV=gE@3WsSp1ii_ukFb_`~P3;@7~x?Ts!;W?5neH&i?uApX~SZ|2{qY?Cj&S-<|#5
z{&(%{;n`dJSMLq~I^T88e*e?iQ~U3={r-cqPtQKG|9yJ)iT%vAvzPX*PtKm%|3Cw-
z@#p`C{RxcM&OWsNuAkks|30-py|&NY8{Xu;{T@^a+4uG@-XGrYf&F^z?C#mSv;Q^x
z%p1e;+@A5K{LORw-81{-^yk5z@ap~F4CweQ@BVW5*ZosGxo7YEZ1FP>?LD5_&-r)$
zFZ&a3#*-IDl{wY^$LNjthEL8uKf7W7bK3vTsPVhuzqKduX8xI*_T&%tov-Y>|1n^I
z&d==4Uf8oY1Gc;N4d+I^7xo_#@y7n<C;P;|8Z|#0zWF1=eQy5>?{VLLC+eQtPrtC=
z-#?qa!zU&mH;nf!@9=y3#`!yZ)ZraIHrntGk1w#pA>IhOJR7LMdr#j(IDT)EI7fu^
z>%V&Lz{AV(;zOhA2Zs59A%0+Q!s&=GBSWnS^Y^-({QQ2vd~Vc6dN}?3{_3OtbdZ;G
zqwsUXj28XxfcsOEGUOcGzb#VxD#<lg0@RNTHS+PyPUU^mv^u3|nR{n{FUZW*Ih{96
z?|ooM?}kXPU70iak;#a(p;PvJu;l4aWBN}|D)M#1bTm3S*A&Z7J`FS}HvTgD<s(BP
ziFYe~e)j7i_m54E(C@PRukBChP2LROV{WrR{;|E+RgtET1~i-rd2m=~v^{6zf&K2a
zy%(ot${o@F6Z6vayK6?9TJJ&jDd*s2xbyLFBF;^NJ}|CK&vlIas?Z<gA6{tEHM{k>
zeYS<(xu<hk58-2zU+JKqOb<Oasz-AEk-Zt`F6VXIlgmlS=Z5(M^EUC-WoxgtWPD<0
z3TuTYiB^%;{K@Rr6FZ~N3n#KouKP>KCq`}A+9cIuZI5qH4D`z0ttTI1dvO`b`MpUx
zk~2l`9{suDCwjZr^(|t*|8j4^J1l$0@C=)qM|Uxv@hSc^@H)^|m%;q0QU3D*HL_3q
zH}xN4twUtnb_(LRyv!RADRT-^MEl=ET5g&YV3q1{UmXwsrg<bEn55i0`!Dk}pA4El
z*DfELRK<E?EYT%DCI8H2Bm~5t3^KkR0bVuSu2I$^z_#;<1d7&E@A5L#{@iS;ysdS~
zzFPUQ&rOdY+e_K8TJ3lhymsXcl<y#e`E-;8l;2R3$GO^XLY()(`&<JOH_q4QdI`(b
z_D1nfwVsqRZ)D9pdqUou40z8siS=^-H~DNhO+*84%)`cu<4wp)=WjzLBK8e(TTt_)
z_uG6pSdc%MbUhi~gE|J8_kRuE1$?nytwElDrvJO(Z?Ac(!qNIB`TO&v|C@X^od0`+
z7lLdltCBK~xujiv?tC_Q<XC)Sp7l)2=O&xZt<&X*N*e8>3!6ID122bj6xC=xvbZAF
zPx-m1dD2_rsDyoBa*Tc^6ZV_wfLBE=&=w=*X9vyL`%OMJI?F3goOx_o?S*CMBMp7c
zyrVWbJL-Kt&LnMI9aYtb%(Aj+xn>|^+?Gp=D|G!iCas<L<rX!6m(~cqcSKOq3h+wO
z=bldgsQsvS@hswcyo1L2tWm$k8Kd4ZM!g@;Ajug1j@uxt>l^FLAR8CS+_fu_6)MTx
zCw97P<DOPs7yGdNxr7we+M%}GK*=BP{Vwz$sp?mw3CLEq_&V`V?eQ+0pE^y@Dr3iJ
zg5PJ}0h+)g?4GCp82^BnN2g!!@YHnKk~e^qwfS$y=m0Xp$l4!_D|A|{MWk2zT~vdZ
zTAlktcDbjd9mSc?2TwG;jr-MP7U|VHx2{ZOs`!;YJiOERO=Hbf6Z_<!>8<ZPUz*+&
z9r2TO&BPHzYovOFh9K`oE-~qZ)Kf_A>V;K1UfJKqo=>ZdJ>t#CvMVF+7B;<O)Kk!&
zBR%4L(SxXtC&h7elhKu;-XJ=L)bXl*-{?%WW`K`*JMa3tXE_qO5?-5zcxXO1KKVP7
zzyE%3^!Ww9ezEr<f2y3eVhJL2dZ5S*lTTfG%U0j-2)^OV5jUxy_b1B>$-5|b^~Uvt
zTxU<8#2J{rdYyMs6zD#MY!!Xw?}i*J&#_stEM8qtgANLOK+iRdHN1PaHC;ed17giR
z<yI_t`Dgm_Px)h2DzVJckksnwekSi1^Q}!H<9F=)MmGm~W1Bf&>v?`Oe0!HoF29%Q
zvWc@1yb&6sHp?H^$7*CS&ZhU}kNX$N5B%9Q1oGBT(mphuq?6O9S0UyLZ-RzMo>E!U
z?HeEd!|3<Y{+H%^nBn>K!j>*q?s<pS>_RM4M45CF!qZ0=eFVgw_$bfJE@0D-sfETk
z#+`%5;GotBZ=e9b*Mt=`slgJT%G@&4Jo&@${c|i>a3-Rd1B*@}nds;|Eq^0fq4`gt
zFXvs4*9UKvnX^++q>P4nM^(PPk3F7WYOQ<6)^G`rXQVY7fVWTQF+UM;jTyc<{o9``
z<032j(B%8Ao&CpM(Zo7t361LfoH(Y=a>}%NWJFsLJ<C|swK<Pvel!j6%FyM=@VDA>
zI9sXo;gEGg7sW`B>G*Az&wQy8utX#Bd9tD38Xjc(>DhOKt%#xqy10&^5%Ur{|3Zf}
zAyvFf&O0(8ZMb4Omnr78c%PfYreJSNxIh-kZEsG}y@7@z7pu%3{dEzg@SL_IiZX)y
zJ7r3d`(e5r4+wuG#?sTima%+dXB#h`Sop5#$wwiY)@i}`9hT6jcMu<qJaa@DCgZkq
zX}bm>x}kUZS3C2s43GTA2+>hGi5W0>MVwE@{gxqPzd<SUejF|;pv=DfWSPtdwzEN7
z64-XolU`e;iE5dAB_=~klHGFV^NCYEDNDAdgXVwVlREKx%)c>twd5kPB;y?fJ@IU{
zAIcin#AB^;y_G_qMWoiiIs23S%DK~ti|a#2SvBfb$hLfduT3XB98R5YGf6&6&Qs`j
zjO}H{8b1ol`?b-Ix*F8GZ`DJph&eVq%{G5!t9I~=kNYdje$-L8m>>7}PP|?7qjFtT
zvUN3{RY_mqb-LfF`~{!P`Nwy}=WOlU^S(u%Ea8Dp>}62ZMQ1ce)Xus1J(dt@_J+C%
z5ik`YEH&L{C0ZSE4&j}qu%<I_-x|tzlLfXR&mqSeeT}dDRGDV-K5M&?kD-?Ld#e)W
zn{CR}I!@;0k-E(1vfhe>dbIfHnQ1*K^Nq7tmnV!*(VEocKgE+JJb0k;(N&F&sWX4i
zeRQQdgMA)3LelEP#AmQf7iJNZEr2%VeMi)r;(vRMQ}Iug5m8Gg0+w~7hJmJhHS`A%
zLA)$jm18)E_wj-GD4HZcrH@C}&F#rD@8Hl8)cM%FM$Wx=s@yley&dWYQ9gy}E4S&f
zwA9F0Nut<|0xG-`e98#RQF%kKU}+`We=#h}yK%70dUw~md*~x7{YZ74l|4o?k$1wM
zBr^|{el*=gAI<4>C5WJscQ~SpqC7qPI>HZOPbFs!nFb4eN9;_L##H}`?A<A8hL$2D
z<tQVHA$@J<KBjX?6OifV^xYl&fH?QWMDPA5&bPt1rlea3-y2DfxYZgn#Z)cP2aSwO
zsk`-sNz_}Da7k5!>KIMHURJnvbu<A~Ql2$Q^|~&Pc$nuT@+Y~B^Q6Q>b?Ln@dBSf(
zS9xa}6Y6?~4@Fg<j>|{(_v|nv%h$UGx=s4X#i|~gsG6jXyoYxAMfH@NYWa7^9#EN%
z>Xk-=Vu9E`%VZe!nAi$M{LNA1Pjc)$DdEBk$Cn}Mq*wc~eR6F_uk_gwo&@O7_sW$~
z+Z%iDZ1IJj@qPqQwqeYFiYH4Hto3$?dh&lg=V9%WGNx1=O|*-1LY##CEfgJ=_+Qc=
zs<@}q=--d0b3`6USz@niEpJOZhCU#oYCO%DMHD&)4;~b@dzzDq@El{cksj!??D<hQ
zK0=z=)I|(9KYuxW=>9qek#8HVt1qA%+i=DDYfcHT`;mP?JK_&`Ei0!I`QkP-@lTb}
z;Ilj5q=oowj_5c^N|jpepl8Z5Ms&?&&Nb!bx0aM?#5t>}i?-U=JR;&r84ny&pS1jw
zD9XW?qQga9H}SUYR=itf47~H+MEsO;he__U#osCJFY`X#Wk6O@wd4o32bozYx=XRb
z$``SR<$<BX8|8QO<Zvql{oCb8zc&^6K6RC(yELd^5jEa>kDI$RJhS}TVmJQIr@hjw
zXzASarEeW#I`rH|Y)9PJ3#vnmrE=}K4KZ(e3dD5U5x+>DBQ1U!X$6<((xH7#ZML`P
zQpa=hQ%EU&RPPGeB4)FD+MRl2NTcGHX9aAh;;-u4<9S-L$>c=Po>A5fALkTw#IthE
ziB?yBCeoDTq1x?EZkyDXu&&#w8M>xij#imuZbMk|TI*zy*)!LS%Lt)DUoMm7AQykn
z&gWgTisWkCnv=;?mkgc8;;m=x$<DEzy40;nhM?!EUdE}3<}s$}h5+qPV()q>8+II3
zvD{E~iWWbKogrk%@J35mk>$Sr2EG{<P7~5(Gm``m#WADncL+c~GI;n#kL-8+IjWJg
zqb!}IHI&-Dk|>u@&b6hm-7q@N<um^7vF0J`JN+qbj@O)dnTpU6Ejh*~A4rjhV#WD%
z=4p^B6Ea5X{KjuyM=koaZdHr*?>c=ok2FT@aopT*gBQ{4>N@vJIgK@RSd}^Vshtr$
z#hcskiE>KBHG#2w;$ctaQx*6%gw#FJNn`q<pU?@*NYO?)<?<)<w_*2N3sRr(7$Yrd
zp%~k`_AKoZSfe6VoOmI}#%zrGI=R&`zRQGZv1mqko$KswY@sC+7-V51y!e~U5l8l2
zJ*c^T&!5b>jz`gkRNK!Yr0&7z=NwJ8&h4m2C6?bc{^Q3Hm-*y~>?5}_DD#o~9>hmP
zNOPLhppHMYj?wqXEl;d7OAr0#$YRRqQ=U0$M+WuAH;l>8m|JkZO?`KBbaQ!&cpHCa
zoo;YS6(+ReBlDBkK=sn}_+0XYD(7na%~RUNpIJvo9QJ`BdTIU`x`r8rT;8aF^}PqA
z2AS&^?LEQA#lNK%CBG-4AU<+z%WCMAe`XygbkVjkIuX!(WC@u>d17`j=5ftwh&kGZ
zFm>apSAr;k`gH7t^BwEfqu&|9`YE!}?On{yYYPIj1Sx!<#tT>ke774xyjVls{FL!i
zYupAYJu$@RAXL{$&ST~`a~)XA(d|427g~nXi{}M4_WL?A`q=5C<py9TYxE7<x-Da>
zu2T%}SG6tgzL{2%$f18SAfqF?1zAkj8f0h~&^)j^kfx{{2fxN%l0M<KE631IFXCq9
zj`a@dekN}9(%jKfC1l;7>Unm@JsnGVJm_^Sf5{srN}`X~_1>|x^Bb_&^vUtGOCBj+
z3%(V7?(z1J-r4TuoDDa7qU)5$UDCo(Ek1>7XE#61JXzN$+DncfzeY8*-f^b^t<OEA
z(st#1JCpTTiQ_B;$cW8rJmkxu<7dV7Wc8r`GEaq$&VzLi8PD@Ln-4P2vXf88GN^K%
zsy}Z1_1@s4x3rD7IrY~4B`~UgjQG3Oi$4`kbV}X5P#+r=kJBsU$&_z#pJ3UNU5<Xa
zbky*f>1%m;OP1_%=Qr1uHRl(~$yz8I%{CtOhu<AyNjgi&SjMp=+HkHlV%spaD6w>`
z=^C=jq9T(LRM+Un7Dd@bM||nsF>!23H+P&Vo8qf^hjojGWUBwAW~Pchj$FEGk>vQ-
zsmb1jx_K{2W(%j|H(J9+El*O3ufrrWQ!(BxR*K89lldvAp<w(|>nK$nQB6$S<CL33
zF2|YP`RO6chNWpcJ@Ff@p(XncO-nH_z99EPp}Qk*ApX`|?(!!!$m%4KiK$lGlIxrr
z%`KTy?s>^)<*efw#*&oNWcnn>2DR7eR=XF0d`r|Nl6x(4E|>O(tYf=5XqS0^=+x&z
z=E$2L=@(){khXP?6&|fqs8_Clsx&8WOGHjCH`cII`I>XJgn5mtAe3HS@?-dJeCcD6
zY0q>`Y$<%AP>ObHX_QlToodP!xPOXG+nTeAYd<-bnkVac;d7m5z^(L0VxtyFG+fpz
z$}M9hj;zR#Z`a-x)ip|$tjnTn)yMSlz|*qUyDTz#F`_fICT$=igRmtA*7x-8g<Hz2
z!C!R;(_K<u$!hZlVqLUONls&p{kS}@<M&!esCueLZE=N&%Kg#aF%=?cSN4uww);;z
zF3TOrI3IBx2EX(3!6&AE<rvFVmt3;id`~9(&?i^X-hvG;rPbaN{T%6$k^_X6Wt%3x
za=MR=FhEANZP}(>7F`r=;ybQs6T100vt^rhS!B@$%$leXWW*TTZQ8LB2b)m9S!>hC
z7Pd-Yu6cN}&SN$`q_e!7+ocxWjxdi`@MxA1>b{!w+^%cp<May1@LEciLx@z*iaj@d
zqHIfAEC;Bx4XDO);0MH>#(vnCX=$|_^v@laUluK$!_15<O(D1OxaHJ>iyq;1izY6{
za<s<bc4Sbj#-g19ojidxi*_1h(5=Oy9m`+h@N|OL?8PZ4iAT@bSj(Y-?MT`w?_cNB
zADel^Vkkaa^O2$0kvUNzQ+&3}Pck=XMoC=CJJxVG{>++ZLPW?}Sfd$rpJ)ar{#N04
zuOQBkuOrhgpEW%vnjLAm#Lt@3No_ahX8V&hnz3zeOT>LF)ien_Jpt>z)Wj3iLg#0q
zhKjLtu2WIlAD7Pr9k=vOABjx${~FJvj4r0h_{6rw+Q^=^Oe~*RdP(S2&gr&}tS#0C
z89A^v&*aE6lI|L&pGMtYYu?FaYRd5$T00-agLv*90j(jFY~}opzkMu;Z8b>vt(jzX
z%hPYMJ`F)<^<^ZpEi(X8MQ2mJnAgCG)bkUPKgp>YOYj<(se!AvKizwXKe{wQ1VVBv
z{D1tdHQdcVvyPR@%Ti_@4M5+DCMEO@$-l~JR{Nv|8F}Wl?yipv*+&Du7HqK;tYg#M
z)moNClae>=bR3Hf>06^4h~R6Rc4?>EWimk0GcB}?rE-nW<O^zQ2SOBk>-szQ=wlrD
zXV#HvQ+mB6!S=*l%fEg4B>t&&ggz;O-t#?&=t1pk!GC3oOL?yvQB#|A##CNM%v4`(
zgx*TcHf(&G=ls@kk-0sMzq1FIb+4y-G<8ds`kS%I;7rz7@`t{OHWk#^yjY8_ah2#B
z$}RiW(1MPKoOZGFPiYsUUq^<mUyp{t&xEDEGuhr6Wcm9b3+u?pY+&8kfi^v}<>_|n
zL-F@bsZ}G5bttI>u4iEM?KRZug^U{c);#I4w8MXivI^<Ey0o!jwU#b5d|s11G8R<D
z*L*8=K}I`qYS6~EdL7&RT+Ds?h<-;-o<ch^v}>n=ID@@VIUQ;&Zv2^L>XGBnoVa|J
zoKkpq@xNRnSNUhw@u<VWeW+h8LW^eV(ZATaT+7#JyIgOt>ozQ;rg1n0+ORgI7nXz0
zq?}&sdM@7wMg+BH6~H8IOO;BS-n8{iQ%&5@JjDn{kjLX{wqR85n=MdmsbX74j!MWR
zG0C3R=#BU@Ym!FQgqRFo>b{2fW}G86g))0y-!4z(ib}_xOlmpE8a|u+$+Wp9;^xul
znD?Nshi%f#OO5-Hr})a*<ox8$Wvlg^qOFv%^-~JQrHxMF@j9YXR#87cj&avc1idp}
zr%f5##APB1c6D;Q9UYwW881J(ZJ1*nxrUj!IXn};O+cUDGHW1daO`7x<rJ)WvW(bg
zacbv^qpdM9rKZ?&ySQ%Qd>UtbPZE?QQ@}1LGUL$}H#B5~bAEOrNsZrSjfULAJ3USH
zIFGY@<XZ4e)nUz^_!q;z{qtdxm(5y{9mHDZ9^ihoOnsZKnV2&cIwn!i2Q5`21MF-%
z>Kt)T&s+w`Z?F|{PF4IevZ^gq&Go%@IxI^ldK7Ck_sY<kxkpC*iCq46+M&CqKcz~=
z8ajDCV|4gtnuDjh#ANx@X8O0ZaX9}eo-CuJ3)ZJ(l4QOxY=0koUGci)v&A01-eRkc
zXWI>S@9%@vdpLL(Z{F{=R%EPqVJ4p&HDcNwhe`D#Z2^g}pg*0XTd0xq5xq3M0Yh_;
ziglkGEq*mVM_b(a{uY^!tVo0c9J&{ZyZ+dbmD?^NI{b$mNB$(&z;S2uoEjdXX-lSd
z*Rf-QI4F5pi9%p<jlkS)3!h^2b7blwfIIVBG-70qM8C$epugK9Q#tSOl)<XKX4>vJ
zzO^8d=)Qe}`cCP=*Q1k81&=e%euk&U!GA5B^uDwi-#6nM^`X)Crlq;fl3$UhBk1zT
z`Xn^HMI1m3;E1Tnoq{?`h%`s`#l<a0Y??nkmB@#DaQ5|JZ=vKflci@T=N;L}FHDN=
z4QP;V_{$FeQ%jZRvHoH@oLz!fgIe<I|6(-y?FwPSAHHLld{gRaIY)gAN&lnCkoFtj
zvR~0uNY<&bkzGaNr`qH6@-FQFr4-5JK8su7zBXn`hp}E)PUy~ITI%VbrL~J|yKRYm
zvR1Do#=@)*{;mA$U+mYCmTb#}<({T|q!Jp=eO*2YI?N-+l0RKTv!BdPU{mMZBHpg+
zcH&!(pptGKt*27o(-l)m`!{vBHrw6G8P(XIui;SsnG(-F88Q|%9csu>&sesM2q}U-
zWS?GN_#_X`Zl8T;PlyO2D?&V{x9(9zDq+*qT7(VjcEncP7#UVKrWzin;@~)MPxX0k
zx)E`DcTL2*-cek1?y&smZ?c8y&bKd2!tS5_F!<xj;e2D%dTPAH0>>0P2CX*k<&u{C
zDt<@K{;{15q)(XpX7IMyByy0{Fz*-=s)aue`240><Tm2{5%R}&ZS~<2-*79<efxDD
z#gpM>vt3*6CAJ*#X>~m8d4z{fqq%0I_DUc6{&s*)KynLL$x?!;*2keEq%D_T@`Fm8
z)1K3ubBZbE5>7U<Rid_?Jx#OJ@sEzU{k1-R4q6{f<x}UjXMfMa@hqP?$8*G)^9emV
z*Is8)>0BEKS?lK4Ez(3k3KdMvHDV$E(-4;IA+>m?+SUxPes26z@wsE?p?VY)eJ$ZR
z!ai%p?cdDKk)N8Mdftk9?*3HK4uJ7&81?#hXII0Ep{EhMn|m=4#d_C;A}>&L5MNq$
z>UPMrBV-2*c%pSN*Aa-Qc7HIDnTS7lcY8}TNU#}c)=}~t;W<L@(BA@Wh(ys$+(91e
z<yJoBc7`Xh7G#e(dO1H&w@o_}*SxU247UYF^lC+zdkQ>>5&F&YIl{jVxL%F!qH<Z%
zulw5&-M=SF{cJQU_oMEQh3qQ!jObjO{9g|;Pp14k<Kmk$a>0rV=*Ho5)cSNgAD@aj
zoJ&(|_eJxu-OZoG9M(+oxphT6H-x|1|Nm&XURhLCik6SSMBG{D`|_Uq>oM(etJU!N
z3G2-@bxl!sq}HKZ*MGF%Ju!(|%0Tu#39n2$rS7AY<xe-*tlcRJ_m06t<R*{v>R@8d
zpdM3SsVebKJJ8hkv(~vzC%N=YpB!x&)9>w!uXO<l3AvbKFnQ)ceH6;cVh_ECInwB@
z*|GSH5W~eMkl0xLH@ZPepQJ;9&c#yQwy$O{VIzisn|{0199y~LUwmz)VXTA8G$cj^
zr&kF1HTCdB-0dCllqg8IoAU2IU-i=L06sST-FOq&dTjcy_B;NS*p@Saf5cfK1`s73
zuTKnb!FtTOW~aMo3r$}R+)rF*UYG0_-d!vK$DyP?<hthEss_X~_Xq1A*RhW}Hy#gb
zFN<#sqE7SNav5}`mpt{O5Y}z2*2y?VCxVE$ba}hivHFimENsXY{nw^X@}J^KSu+zi
zOP|#Ea>sCxd_9=BPgOP+ZJcguc0J3lN6EQQSM1Nht+tiT5!(LZ79qA^V~bnTxViMi
zXvBfF7`bF~eb+^ORC*k)`2@|9%|9yMqE>{3O7Y=1$ACnZ{gUG_DjTR-YoAU@nUFP<
z$7mKdUf_|uF`8*-$oN#mUdR!$r_NB~SJ`%^4~Q?IX6}u~r}r352vX`6HP-bQ*`tHT
z{mit7z~wE)X|D%ra#rx{@#;^>Z!lxyu9gmjmRqXj*nuNXu5igu8Ee6L>=SeJ7=-vN
zQ#(xTD9yaSf#Nty(od}lw)+e8>pmT75V2-C>KrrO=)FkF0ig})-Jka($^T%JlmBkn
z7tyDdKO<fx>GB*b_5RN;a*H{|PAPHp04Z`EPp2hrM%a$B62CW2PNQn}=urzv{dlLt
zM_jG5swq19%;3Ma{jH-sM(cU>Uuz?d;Vt=NJe4s&PsvGTXQ!NV>tE7mM`V`R3}4%$
zhkiPSd)O$Q%k_AlI?w+4mAZ}2;yR*Z&K<h|yq3gl7Cq7BiR~le0}$16?HFs#_BN!u
zE)M89gGAPttt-@C+(xS+DX)e(u{Y*3@c)rsYNHQ+@$@X{NePYbEu<%gT=KbDzddl3
zdUQ*;$YYU701MSNw!|=H)00-)F!_9jHjd%(k@eH|h^v4O*+S0cSCNy%g8`v@hsOir
zev-D8dcN%`$A>R_%;ZfhZOoM@>z!kRYGtXb*;rU>n@ZR;|E80`)(L8;eP>Iz=?rpw
zL_g9OV?-q{rp5AX#iY&2dufWTXgtDBTD1n*5z=&X;9YH3Qw!&!yHS{2jpdt(BhH>8
zR;cuP$R#p0*tZ8VpDpA`jEYWmRfKDNy%s8MlPK?>P}Y^*Jf(VSo7b>KmtzN|E#Vg0
zh)Q(QOFgx~HeB*$QfB0;;L;3Kod?<?OIuDHr%nEF;vV)53;fp3Tu=WXpI0yG0s6o>
zZ+A_O*!fiIjcub&Y=NVbPnVLs^Kqt%Piix1PwM3F!jlLUnNZa-5)wKs=&m>wrNBg<
zJ0a>xn|h9+8I|QBGyJ;q{PsMS(!BvOkLb`+zal!ZCpGe@lqV4i&*d;p^pj=2JU%HS
z>X~7R5HTmi$>vOxiR($1dMROUfL<GU8SKD4qN*0r1J6)#n&;?sj)~OB6tH2G-#t2E
zM1&69*ZbLG*XjFFMa?PZF&Q;ys-&lpDe{5f!cT>7L}hnP2R#}%$lOO?8OtXgcoNAN
zlMC1jw-BfF7RkRMOW^EnL$~<QRG`RAdPH`F%qT;2&%QI||Fqw;&KK;fn{zZo@}56l
z>-+D!>j%l?yo_ms9k0#Q_MJkA(I{UfltOzNnb8~)60^3GHTNiE3puSa=UE4yK$B<o
zA3ml_FX#C9J&_R-?32)tV<&#mr^*%hy=j9bcxk<#9({729vRQZ=p*^TicItMCEGaW
zTB(cQsi1pTUcKiWJ_p_@78EIBV+kHdKSU+eWkj4|)rzRKtILf&^_paOa`unT_+kkt
z<C700MC3Tw>L+c$Gyu_a?B%y{bUXdhhKF&*#^XZHglZGark;||_#&#C&T;B~AZW|B
zp)vBFc(?Oi8IoTH%|b`_x$Ws)u8AGRbM@lYcn`-QBI8y&!*CQL&4^ze8sXQ}_6;0E
zBk!z3*P_u%(}BmK!FozN?15*S24Dsd-{S5Nv2gc!(gbt8gk7b}Xl}vdZyZ~2WMckP
z{5vIk#I_n@x?fG3qmy#mUBZ&1%b&!Zr)4Z`SsP=)3&XFdrB99^f3lT6+UzVJxr7Ib
zw@URkJa9`sAse~r%R#br|CVI@p3$tdH?$RFPDP%S_(+Ewnn@Y}uaNFEd_y`0=DfTN
z?Y835O{8SPv{~<J;38Va+EE+eHWP9Qbnv}4zn|^cr=u9ikhX_|m)aM}Ho2!OpPWL{
zQ_~nIt}sRN9)IsxhobSe=uqa9;9t_`=fma`ZCyWgL`3f#`H#BVd_=LB8e@uWjWWnR
zpdsoowbq_<PV)q<MSV-zOU<}@CIZf%Di=}4<Q-180_0x~dLq`U*DMZ><hX`&`Dd2t
zro2gwcYGu&^*DhF+gR>mMYkM9DZd>mt^~)if8QPL%be7<SF|hL7x<~%b|vqSJ9x03
zkwwxyW4YY4Jz2)6PBHH^xH_n?l{K`Y2mL5{)9uORn^XZT)k^cOiuN<H%stgAykc^0
zGWBkVJYpN(s{Ld1OUUS9Ar`uAw8Epl73kYY@{iMKX~u4??sXJ5L8Q)>tH)2YKm4rc
zW9~7;QdFbUmL!ebC6Vs8CTV0;J$oKYSMPdV$<tsbEB=qme~jiR8WBYzS$FIdVuh%N
z*U{@Jgxs|WLZ??9x}&(MTe7Gq+%+lF)=ljcqig5BJts?WYMo0~6`709=--B%!OKAx
z$F+vzYy-J_vUmT7<uIOB$>DJ}o*o3EDb<eN+G!zw@bbcndHrJ=@x*7lO*Z56CjEzQ
z;~v=*VJXJCW9a-=GVOouyPK9CgsF$6CuLMb@V8CZuq!vB&K~}4P8}xwy`RiE=b!Q!
zPwHCQs~X|#y9K^PFQ{3Algf1*FC2qYHwJr$7t>2I&HDRG&b1`@>eqHGY;-Eq<_J9M
zpmID^pXn{&c6Xjdbn1J{Q%SZ|`*U2HohoSucAZVnc_|lF@3ZBclYVtXQ~~hXA`120
z$xxyYo<}-;c-|2j_FT04uQ|O+Xr|jCBC4=MVt+2F@58x-#~AHQLvtO0Mq2`=XiDDJ
z+*a)&!`c(zc&5C}d4?TolbvnefV$A+kuKY{{+)u<r{~^@Dnw2tPB|Vly&8K>yXLaU
zlPQ1PhMcZbE~gdto9NnUHAS3D6z4yG*ESjBr>5VRC^WUQTR4c!w`i&Or%L#A^O2%2
zd`&vKBWe*_wxB83+#?=R?@{FNdhmQf!)zk?-UwAIjbc8RXhhA5*^bvkz8Syd?;#p$
z;Vm@U#xZRfLQ~L%NpDL;nKtQ;=;?j3IlqWOlx-tYQPn@j62GBnRoVkZO>Rm}J&C!*
z9c<*g>Ax?{0UhCgkmVc4Ow9TIWLbFb23M~v^BhaGYLlTY5)DT9CQpqis%;qe$R*5e
z9~j9=Y9lrAC01{aG?zB&S^N7h?0-R1(HFs;^t$h4$z$Nwzqvfu_*J~m^c3hx=@fYH
zr0!~A%Qu>oSujwRJia54>1GeI2E+%{^X3_aoSVFPTNWs{JG^5|HS~&lw7rHmrCN-u
zg=Qs=mvC`PzcPBMKRfQlZugCI8kId6?EieCnlsCGwnQH`e{wS^-dNiyjHz0pk8Ghj
z!0(wnEn7u89^-$1*%EEz8hH#nV{)Fz6K8N47bp4%T;8GXKJr*I;ANFOi6gKf>9<T%
zB`+gMmFqu#JpxN@uXn3%ir*oYaqV&b)+j^O=~OgPCHn4QjpO*B?=HBQ7V3FlMiJAt
z$N47DcK3bd01b!CPLVR>!(<O9EUFRx-n@pnJumf0Pcg^u#kVt$mEuj^C*&HD^F++~
z$~=I0mr6ULvh^4v(mbl;jO4e!PUid3ypP_~h3pYA9Cn=u;myD$aww5U6w@U3u%}##
zKjUvd#WbIId|}e{vmrb`=#+!T<p%oT0oCp{ZPR>YL`5&ZRf|qld1Z4n%AWe1Az1*)
zv7)F*j{4h%DJH*}i0(Z$mNWNw8eS>tuIE*(J8C31{|vG`rHi_auMV1Ra=b5XWFx-1
zkQeTuM2fj5sHAsd4U+R=`Xsk0?#WMiMN}={l*m;#sKqkedfQw~&s=Koc^wI}7)x0C
zceG8Z;{8vY=VxXq%bmIX>w9w~^7qy|(a}c4S&{?Sr=>_`DlM^$<vhX;Vl{no`Fry<
z#`my!hf%JL=@D<k7XMU)O*MabhDJJ-F7}(l`F?ITUP98A$*AQPRblx!+UBP_dC8i^
zC%nyumn1Cb5V-)yqli-zea{vU_0D}xPZz$ZBU;}iy*IbCqmsL2=qUqf-2X;4p{@2(
zD>+om$!3lx(SEi3ocN`jE7`;OIhR)*pV%6WlYb_cB5npCpYFNp2$!Y<sEp=Tm97K2
z<>q=awo_9?@n<58%B(ywpAZ`lFP&EKj@jrNh9UQV>terrKU-|wktl2`(<KkhreeuB
z|3swmtRsED`<^+vX2-RLDHeKbsQHl_r#C8>*q8@XKGoAlHH9e#DrHRilD9;g=l@y_
zhIwQoJ(<f2(+2MMD58n<GnyP5I+xm<KDAF`Bvj0Vf*DkLN#hA;=82)uzIc>n;`H1z
z+10IOI!9<4q#HS5XKhUFsZ`{YiTRjQhHR|o0NKeNaY)}4|BGula%4P-a7a?v_ec%r
zshw=?W%n5)W}(n~UR})f-~KqUPnw23w~ke22Z)cUb>6XzC9^B83x&o1e^1(hNL_M2
z8s+G{iZ+O%nc6ICjD5~Qp-^S1X2WtDmO5z?7FBTY#^}HH{Ya`XxxM(VXf5De{O00m
zsghsoGlEe%;A_)G#2Qh@9N)F4ZzdFIM$SEwj30Cw9RL>1oqT6<{1@YlDyOG8QL5k)
z^{Mg~-`Yn$sLdygWh*~b*hbgS%lyHzx7mu?Q$?OcF~wz0)&3aKLMfa2=iz+ClLdR9
zadKjKgy&`-WG9F_Zkdh4lC4P>{!=U`YdR?YsYtrmLUVPfrCyzXHyXV&Yfp3$)oJk<
z^WO9Lou`zFKNHbK5$n2EB<|0##3yQsCH_o~g^msRMy;ogUa&SRQcEu|UL83iu7P5=
z?358pbLPl5terRb6Tfi{=km`)yp&y;BWsiRSc0ZF;`hms(aA^dVO`?)rxG?*JrcfQ
z__W@DBI&D9^^vcS75-aMKjM|t$VUE|*q6zr#p8Oa?MxHu)<b-yk{8>Sd8x-kZl_Lq
z>5S4D*;Yx2HE2#7=^jlt5OvUtK)2-GFg7H{Z$VRguE_`LT(?>ebYh!@+kz2&O`oJP
zn_rl=zGF0t`bxmFuMf$b06F5T;X~du>dWi)6aRzRGr0L%C{cUcFuYRmxECA6XLwI7
zQXOXn@-wE1D)znnWL%=dJeHLGX`v~OWsdaUZBE|M`&m93PIz662t8Uj6HQ>FMRU%K
zC*mW?*#G-eW|a!}QWhb~!MAB+ek!7c-x}Ahd)qqvBYu@J;%i+6T}SOm@hE!<=v<=<
zTy{Xwb0kswo^dEC+eCjM*<SAo(4I&-pJlVOITCBH&3323N+gza^XoHmX>ZQ{9Oi`g
z_T-_Rdx|yL#WuezKC$!D2o_D4o)5OOH76WfDA~Hp=7h<vaRRQ&X@q7-)8F3L$4?>C
zJ{?sPnQ~TJ{Ek`~V$uVOtoJMl#olPN*Zy)6y{9jYL~9zqmSS<t(C>VGKE#R4aK0Yt
z@}<fd-@Ruw7#jJ!SdEt4mqO$U@g@Ig6oM+Z?0?+D_v}O#gpLyO`Q+}<*?0rk+i2?s
zoZ6c@Tkf9U8;f$(PMNO<|0LGXEk1v3B~#PLwb_@wIYj0Qc^P|+r<IwjlUY?qG_m`b
zI!ki1ul*v=dv)XnZ|ACbUfyZz8J|;2ur?Yxnk9+ZSLdO9Io-G4$6Q|zyCKMjP~j;>
zUf|DlV2yOgna@1BAeW##>#_|evq+bNJeqA8=vproAC)L#-RGjt(wYyiM?<HJHl56S
z-JA+^<<jpKQ(K=ZM^`Z)BOajvxA*??{UCI-WhD7$>apSJ)J&yuD+<)g|K*yqm!ATD
zDx#IPK16-KqJwv{=J7+0Y)%*A+&MMjeS|~z{Ju7ik5gXi+$68~iBW|f>iNH%e^>q_
z#+>7!y5spEW-rJ7){z)=zMq=LgEHWxi|k(~c$^M<`&@8{6aK}52inG!oKHN7xFRVz
zKl|FGM6)T_OeTiM9CFExdeLhT#&KYTr>=iQ9lkZ+98*H?GuB5r7UFMd7SBSnP3cu8
zE1C@B1i9S!zq?+$jm|SRE<&UIBWveb7^tqqCo_NZ>64hIF`n8xTA1_7^=B<-rubqx
zrq+i?yllDY2O?u|!+atAtI3au-+TPsQP)2lj%cH7SIThby>!YK+%URO>)4K_)R~l{
zK^BnXZP_kvl-8aW<c=AP7L2hB#u)27FQLdO)>E3O{Ns~;Z>K%if*@%7{#+kK@*_HM
z-|+pRpZ`IoahwxvDDt1;$($$1C$;<(F}yMxK}Q%<LTq5^Ntu{?5hm@5NPSJ;m?dWl
zB*L@zgef#q=k<Dy9ZR2|q4>SUU$-LhXCm6Dy1%Rg^>2e_&sa*7S=Y#Hgh9?CjU2!C
zm^Ns0KMPK+$QuTYCdq58C$U}YWO9r-;+690>%2k-^V#`(#@{riPHi4i)Ty)Oph3#!
zXmXvB<Eyg;)M2H0mTAM;W*RT*16xN!&;R@#V#(p(M~;_lIq~<+0Sg^R^M5y|ME)fH
zsa$R}sk+sc>kb|!<4V%BPO*|d8Dp$D`A(;r@6IU}KZ($2Bh=Rx0n;aU3ajPQ49S*G
zEh%|HI{3IbGff3MeXf~w!8iZ2Yq}b`)yfqJHTSigh0{*Uoc1+X;?Lw9qw5RLgRDiI
z_u>>#{flC*_*+CfQ7$_BP&Y<`=e%_G`IkBM?OC{b9;s@*Z33Tc6S^tacR3gHC-vCW
zBT~wGkt<cEa-Bc9-HM`QkmVecEvuPVroV<+?tLvQa*8Z(i@p4$`>!oD%c-a*5zTb7
z7rjnw1<-cI`)6O8w}0eD!EtY<rfwCrj&YqrdxJ%~ag5}TgMQLYxqYL={1oye=NlDU
zZGOFLapEJ(BBma?Q_OhNfv8%}7Z#0?MP$Z7Gv24`Jph$5&!F;}Kj`9a2(lf~Z5y#B
z9NQH-(EP-@jV^Jnw(Gbx(@-x%y1C{XJL%lb{=%jQ=^g!YmZA6e+8<B-Jj(u9Gy!t^
z!V`fmr=$)0N2s8DJ7{HTo@mMwUhQi!s1=c=QjaXvi)lS4NlVSCiDgy)#_~C$W4*>}
z)xWhj7N0ipYQa_8oIw6s^`>*%5}>_5Y~H}1O!>6P!a`-|>6jxqk7}OemJD1(jO$r6
zwmR&MMRO2jil~BpZ_+)d2^pdrO`c;E$Hks3Q7f{&7JE2f_C4`b<*->$<H3*@|BF!v
zk8MsH@+EDwsrOjZex$2=*1$-|&HrUIqOM9Up+qxy7{xfXnlV3h`57Z?SEDQGTqiDa
zxvD?!9|k8Ps%3Hq%gqh4&1u_?W{Wg^KFIb}j?ti(xcA+lxt|U_#-*J_P-|a(KuwX(
z1#SDB>j1tVZ)H!eu^D^aW{^!*)^j@+Hpt9>iYNKmLVh^wYq}c5Hw^c_@=PWMKk+Kd
zGdU@ud*A*=$9yhD#FK5-KKAt@&T*=EKJQ6#&hLAYcthl&&iC0H3srAUHPPU!i>+~`
z2&0WJ`H6}mWIDge($-RCZ!Eg43-9!)Rhrp(`p~>X{+!D!a<exczrTrGeI25>_9hvx
zxA1WW5$X^Tid#rdnKCi|`{BUr5)NYZct^K9)D|T9Ji4CD^$Hm$Xtiz;T+8gsA59DR
zc3ix6HVU)%^|kS8zUkC4sZ*-O6O49mM%7g!X7wi3)aB_VZmna)+|K#NEW_2#*F!U^
zb*Hsj)B&;I*ll^Cx9oS%hnqo}F^l&~P@QS>3ghz;@o%gfPq~#5J}Hv`WuDm<8*<@!
zyv%9C+WD#5qK)gk9FVB{r6#{}%{;RfEOD%wb4dLi+?1N{!S?UfuWeRz3l4l8ZrViq
zq}qIJ(_;-Hq+56v`#WAIq^iUg->CbV@7kL;$<skvmv@@Bo#cA{cuaLQ_(MEPwT*jO
zqFzI|v#*RO8mje)_r{`)lXnJLUAmb--77jLsoOf1g6V0B-yqj0<c@3WX;Dny7mM~9
zp=p=ztJycJ#o3`_t6smg_<6NCHqa<OkPrI9!~<R0B~8bEi|oWa&1HuiE$5mYg-l4@
zwHn_~#eVBHEV&%>B*LOz;@4&a=mjIU9owR|UY=T-_-z_BG$GftCx5_#pSj!%>In9>
zkDwvGtVOf$nIg-_siICLA6$F8O1?ubhp|MgY2jFU)upVHR5M#gEZ}_G;y=Z2k)I~z
z^gZTHnOXF5>XV7i7js`N$l{-xBSYWROZ2`}0t=S2ZbK`Pahp$G$1@@~<k{_JJ<pCn
z=2oIcw)gb}HItv{goI5utmRS-ZF6lD^JRMe<H&R_)l8Epi~aiIK94`YkMH~*lGKx?
z{@veOHV663tyxc8>UfZcdde7&d!1_Q`Rc~rPY2Oku<jcYld{n@ss_hWF_xTYS`zJ%
zOO9@F9q$9AuZT_G^y`;=pc)y8HS!o`oY7Ww8Xq3C%!ku$RnBV1d6@irYM#vLgB?R|
zl(l^@;NV`m<7o5RvU<KV)%S8PPYDpIMw8;T{K)CVU8o5~in08bkrHp(wx*Wj8c_WD
zo*K;kc;tz<PEY9@`>$L9*&7dfm<$0vq3-v7ScoCEpC7PKZHPY+cgA!Xb7(D(v>gfj
ziDhYyg!;nXmK*P5YQy|Vj)uSS`{2{vo8;Oa8pm?G%}LloA1b)l?TzVJ*D0Dl$q{MK
zC|W0F?`v`7@vuKh-|F$<^vN6tey%Ea^7^<nh`z+Wx6kC1<VlW2GaHZI=VIe(MjLPF
zeRAt5n)nmPq0>u0wrgE-MSJA^()YXkPM?$!>3p*#8riLtm-x))+CG0mRz}+Oompe*
zmrffZhCi5%UZ0llX{D(yb7uJU)q5;d=J2b=e;d>02rT$-_zgdq#o|8tggC~OpN`A$
zi_MqXFYlbfBiuuZ*RslNEWl4tRnpPW1%Sq3Gc~u@Qe}vJ&AuJSWi;CN%5HvnHF(5i
zCF2uDCd#$#8U?23X==mWmX>g#5k4@=h=#f3An~rxw&94S%fD&PEm=+~sLWuH=~DkO
zcU@vhnOaK`rrwzUCxhHZr)~H+`yUtz$G3(m>Xwbaamu~;GbO62iwX(4XL7|BFr-}G
zI~w7bJsu@=+LXq99B2x%a_5FG?JLut;yEo*rKip+p;V4+it?eIN^KoMvoa-#z7svy
zQ6C|XnxmSc-inle!%xzd9PKt4UGL&`4EuANj5@y78r|S@sWb8jlyq3FqokLBTMTlo
zjaF~tZS1+kXNRp{_(M}_J~vG0o*We&UTvsinwL;%GGmJBwVh$24zx{#><BM_>7ZQt
z9vUj<GSMsCH2v28zqBc$eLgDINhJ!(SD8|9tP{(au|3%KXD6hxx}oOiOH^J)ye&Ro
z^N?bC)3rd}poEw>jN6>B^N&Kh9)&X3O0iT-5uXqB%Xo&g_1taI2>5PzZ*}xNJzDkN
z)S_j(GqD)?lymcy(Q@dJNXs1~Cs)bhd*_|<>Gw<$i722KcQWSQT|~838QtP1fs^=o
zjC0CadH|v`)Nbpy;ZvQ0N*n&L_KH(&$5uVIXOUfP$F{{@5e2FCHpNCpDb|-q_#xzI
zvG$^l@(<Yf<cBDdcsHEfNbZh6Nk=F(jyYe)IBT)RI(Zu3#-EApBAtJlvLLoq<`^Bf
zjj!=Hwxc31gB?Wj(Y5c+{$c2*oQ){PE<}%X_KLQU7_=|`*;|vf#{;euamTo7C=~08
zDHZul%t^Y3h!n=zud9{`03#Z>jIk6I%CFy>x10q|!x$ePAsJ3|3N^t<2e-!zG0$TT
zQ#nT4<>-_(i6rj`yGn<{oU3eyCzE$>{h-R4{XO)SB78MxCH_o_Zu0iVbi?lB>C2-d
zBJ?{SBP#aRE6?rwp1rSm5SeIdG}RdJp33?3YbFOh&q9ueYNEQ@)_QtDzb6)S8u24@
zcH}&;n&kKKE=#9zZ+@}eN_7}@MJ2mgnrH26m*)IRdnq_`<T*}*L)!fh7y5GTZiv?W
zSuAhp!11Zl#<C<iZwEbIu0!w1A+V^*s%~2EiHh&c*q1Jf)159%v1(`G+^*@yE_Mve
zPq+6)lru3@*5*GY&t=LZzQZF~`Rwt$vHq<+ImArewmzhNbqukp>zK6;E$Vs^we@VP
zA3Q%tAc0499sB#ru6M}F8lZch4A~g6p^@F*n=<PBLEGwFul26&D>G?EXq@4oD~fJ9
za$V}YmghtL7k}xl{XccMh<^L}8T1vS6}4rB$|V(YP(B~5{V5RP%YulUD|!*1Lwz&E
z#Oj=haqX#{nEjHTOt{?APtlaMws(=0wRUN;e6A6gdB8hF?j1$!Z?MH-Kh5M3?^-@~
zPYiY4ywG4@&8VD2(nMY%I*lhtCPMPciPr6iL|d_x?5h>IeNkAve*<elXAnC3t(|ZB
ze8;*lLP><%W@Sr}>eLg$bCxbVztGon6uM0)kC$uup-Y?b<|i8z-eE@W4gELAfh>Py
zzEbWNw$Uf@3)!3E)IblXKHmt9PFG(&^NYzXneOL<WYFU??s|hp)H<27l4V7vuv)qW
zG`6O6d~Qcs>J8)j)=*NBdpNwuGsCHDpsfGYY6w*uzEU6gIzHv@sbf-i!3%(<ckRz?
zWa@_yX^rT<hLCKVG{>5qYo%OSH!N{h_qL2V>wUESXx7SAB3<`XI6ugpZ%3j>l&PE8
zSMOanT|OPi1RhK*1DaZ5qJSMM{OPfMlFDXJ3dep)j3{XzkW(8Ws~Sh{mpjdEsMuyi
zebD_uO+%m+e>2?~QSC^6bIaA(p5PtDmW|DGEn2#Cx6d*+iD$t@7Wy~)-#iBcC)+)b
z_&wGUAzdlwAP(|Vdsw%nn4_!%eKW^+;xUr3R$jJHj$D9O$f=}`>*PJL#hL$Qu9B~o
zzDt`9o(whBe#q!U*luO%BShZvO{)>IBXx$hnrJ2w--&t*ejtAF1N%L--;(`^u(!%$
zIg`3{K6H;^n!aVrWo&obaJ6}*#5nlQp8qbRI+D|h;iu6d*=Sk)h?l+5`MuF;CJWEK
zZYC=}bvlXLbH6c?f3q#a-`iak-`e)Bugy~7!%=@zw9}J9`P=Y>Nf7nik&AmUip6TF
z6niymRLUzIXx}m#<;DE(zcKo-AvCt@+<(x9s$`vF8qq;cCBaeMHcGNzvM1NJBGMdN
z&32^TC#^)Igh)AZ*HF_69T6eh9Eb}eTel`pxpYH0=geE<%vieF0g(9i<=G!?!{X_<
z1{!p?qrE+NI6vE;%iH|g<a^txqq|PM3VxGCe8;@=E9Su(=e9{WnA8m|dAnm&!u~?3
zznbTOMu_@ML2(Q|GV_U-R|OM#s;<ts7oD(aWS>&JU1wpUT`jT9OeHO@%J><3Yw|M1
z<JJ2ImM8lq)CR5lu41$xA+}&L)M?_K74#4sxtSuuqK<B2`DH9bC-ECj`BD3s2n)7B
zRk39(dz|t)kLq{-lYtNomMVjnp^NuboSrIa*UTE0*1qtVPLZ^HdJ&Od1<6(an9uR!
zg%JB3;cLueiKJyXu^$A{#@{UVer0u+{}^=7Qs%q2jab4;=0~12RmCsOljGNYW2KU;
zm2slE@s$$Nb%b~_^hWj65laYD*VD1KWf{|yYTpc=IuYqQ{Y1CEI(8W=UV7s29rHAm
zxBBf0qE#*92Rkc%PdOc34=mPU>&i3xk7#vYD(97Ko;=9%97#8wCOh-cFtNGg<v<hk
zOWK>G9&%=kG?NnR?zVU=)-%g!<Rdy7p9YAlx_$dU)^H_nM46dV9f-P1Kb^ORYFuZg
zVpc-c*QPC_qSxdU{_HX;?f&)8oLbKD6QNP+UQVYo#@5pkI2F=&jx~aIq2DtrwKPd`
z93D*vq+SYouILS8f;6s894GDc=VRlkC~}jXI>Oe_9i>k}Cpk-;R<`T3GDg-zb@hbn
zeCU;+GYb1u()dS79erw7O^2yUuzW6$vp&*bn$f#&x`N2KbQ*g`0T0bnVXmEuG@Ba7
z-W4{Q8+_DzO>Y>pd)m+uS5vUmxgQsMF0$&&wXrffWS+D5)DXSB(ELl4!eda8amMfG
z)DaUyEpmtIx=nAhRI%%;%}U%=-oyD>(htW_jo#q;c=ISsn!UsW#K*@M^bWe*D`Zao
zhVi}y8=Ix(9xhLkw9HQ?9h>eGdS^u3k=r-h>XjYleeRiFK(-&h&quSLP*#X84Kx^@
zeW~w^8s7Y^+x5g6GJ0FUqN-v^+Iw2VWkl*|74PWhVy{B%L&SY2HM%qZjK0sglIjS`
z@u`CvuBzjl4PxajOf8aL+N2)iVp^O`zR%jk^f>~DZg^(51QdB~vMsGnC(@}<(XWNh
zygzvD+6h}aYppgpJ`XXs*!RZipZ;x3o%r9)<+bLCcdNTJOP2lVDZXDd-Nz;)bf%Fx
zdo<|F<FRPlHoep8=#LTP*5@*MSl{H_@LJq526~po>mIc)ww>dnjx7^?^ym_|;Hd}x
z7+Vk{!c*i<nb(8ottxZb611I~TtD(8rjd3KDWmzskYU67;z6fRIjtuV9-sS2F>Nfr
zEp*v}1K$o#A=$*!y-?sSPS2h{iKsy&iWj4;ndQEf>A#5F*PQ13r=V(t1Ij5wvsN+X
zzRbSfOMZ%|Br7AM&ft3?cUp18k`+@$XGb@FMG`_}IF<Z5&cxh{F=&#D9&V>pgap3q
zi-hw6SBQYAc_|8rHSPX%!MdRP<(c?Qk)w(!)W)m)6!9c+!>uA&M4xb9KSh0~|06W?
zp38SzmYcm#GxCe3t&^L5(NH<_$_t*Htl}G!=km^H_C~gxtXyt5^*N{10Z@}iCAZlo
z!?pT`4mhvj`N?9km7G@;%c7^-s8f$9StdvHWXQy!gPsg=WSq4mOVZX!yak)6<;ZeR
zRIvij`Ajr}hUT98Pjyx#mW5oxprE|c`yD-<vKJB|(Bvvo#LXCVA>=w5&nbQ<oxgHc
zIsT~#hk6=``q^?u-*9Zf*!A9W>T6|(+KKXN*b3}c=~gyk-!}QE$D$~o45%X9$M(B8
z_t@H<UynsMV)FfLlP}@uTfNLB<x}Gi-j1@wxvX9@FF1auHCc^+Dng)aK2!TX2~d*N
z*w*wzqB};|XO^(AOC$X$M%H&POGG1ifj)T>X%(ojuZ_BCvVbqDbNnpSC|IL5-zMg5
zPK(b?UeWS*4F|d2NM`$<n#XoRpPCj$ccluW-W1(dcW*QN$@3ZUDVa)ito2K%lvf2Y
z`{u<fHjMCRe4L*2%HM}4F)}1)&uPS*N<4|N;Oi<6;G08!96Xo!bhk>=7DVL3(Zh}h
z3-!kS#4bba(LN<MX`kAioUQbV&qB;WVg$M}zPEGvg~>Hp$T)w}7Y#l+UT%tpH6?M&
zzF&3o_<Y6MZF<h*_s>5QVL&4?zd`f~ju=HQk+t8sj>7wk{yd<N2ds$_^*ASNadfaR
zpR{f2gR>ajS4J_X+-cD1gx#^Tt}dEqXMY=fcX`aG;3hX-e_%7)3DFNmCGW}Vi71y!
zp3J5EH2u;!3gSV}$H6P&U1Ic7R=aICLMbu^58uURfxjD#sBtG<B>$CIg1^D`m*R?6
zR5`EEAZw^R%RRjT2Y&>Nku0_1i}l$OJ~CyV3)+in+fj|9=BvU<SvtB1(CB`j#!^nP
z)#J^rr8ELo-uwB+p15z#Va|g{);F$}>|pM<#vGbjy=|!E&)v0HlIh#D1r~I!H<&Un
z`E~iX)nLr4Bm6s@v_v`biS$jo-cX%8RVowp{FBiMZJoHt-z)Lfzb_%9YB;8$e_~G>
zZbA6DMY~MQB*}AxJ!uwmUR-@+Rc`baJDL;Su$EK0rBB7kV$D810dpK^1bxDLAN1ts
zLEfGZa_^Yvu)_|JWrutB4RJptC3_hoQKjbgd#)Yf^OcauHm+OjHvf1Vhcro-q<PLC
zY$ctdQ=XS-Kb4(a=kg?`ih9<#wTw(Y5il~7azS%k`ldEqa|u@dD#BHt!N}iresbz)
z#!tmae1}7-$dKVDT7X{oJ98RQb+}<Cun+Ib$kajRw=>rAF4wtzDTa^dvpGpud#zTt
zyGL~^s;D;_Yb3E0MEvA_1XW2S>En#^oR9FY^-hBLgv5vx|2hApuVcvqQQs}?5hD0E
ztwP>4tEX&7B=48e3Ar@#Bu3@^$F8gP$g{?0A;P2F_`hA)Uv{mX-pZxD@@w%`tBsr2
zFtP73zqG@(Y~d~=H8GcTA83kJPLsz-+hN@wBVUKkK?ibE7*UF1lefd~N^wc7LqxZ7
z<vONKgi6yP^);3Jtj6C}gD}FA>a=Up+nTe8DVk%!f+Ica`5o$!?NrDq6=6yJDtAqS
zn7)g1P3>4>&PG^#f?9LIOSA8-Jc_9qVUgWjp3H1TQA-gbdg4;|4inDEn`n*XYiYvX
zV4wK%-QIE6MVtPQ_GUw=^wzHPunSa5)=v;f;`hr>$Mi`(k9=or%#&CvOuwrZVNMDB
zHN`XTuecqUZmZPywQn?!5k`2Z>%$p*x>rLT6lA)yS5m{D`CV+8TF+EW=Nut@Fx1xZ
z(6Q-cW#jpRc8yn$MK{g)1Z*xrF^2fxpUPDHnTQ_R)<334xmv{@374g<UcwX~66KPR
zHZ1!Ir-zIa&Xn6fEJvL_k<;j!Nn9JM5{)FE={p_OSQ|U`Q{v&K1-A~4Cq7kdN@?L+
zOjrM|oI=VPq&qUwCn7qvTCALJJSn5nT*P>bz#6VLYL&DkJq^@aQm$Tiv!N%cA<)^W
z+fcMcUNvl_@KKik5f}4pSNz@inaiIrQ<USQON?2yxfYN4xHrA%SVL>e6Vgq)Y`kGd
zIk~dbGqFUqTyEN_rdz_G&b#;ddVCFP?WsQc7eht|ajB}@>M6yzV@%rUxQ?VJ4`U>?
zH?I)U=5JWTz1VAu&=5BxQRQi={dvPY9kDwyT<$aH#MZofPO<n&M2)&^h9XyK5U&)~
zWx!+nF%snm>5f?Hd1uE-Pc0Z>AvVUlF88P+MKP6gJzMjnghINQEr|Hd<h|m%v+x(&
zY6J0Gl<*J-x)$c1*2pRlqqWG&79><7Pc=~;(}w%5>!!#0&OnyX5RKLDQIEa78oA9s
z6XQ|6%X92YmB82r#IiB{_Ih1IMnl!4ag8$Ro%K0QYT<2ma|=p!Cy?#%OpsT+G}X!-
z#rPOhc@p~kOoBH4-YErZsLW>~9(#SKHuGD$kF+l$&lZj8<I_XyTn0<*S@cBd6)437
z?hj0Px{j5M!rteYC{J}x@Vqho@AXA$*HIS+l2<ELQ<}!|8cUwf%Fd}2#l-E1;`fLV
zsVA#e|Hkh+rAPej`DaRaum}6>Z-|kBBkj)gObT|}H7^m{Qjcrj+4C5WIuCWX8+n8`
zgO5dj?z7Oh>F<%}G(t1tmusd^_Zz;mOu^Cyklwyuj*3nsd@fm{+{U0Od+VPFg`!%g
z4V?P5z^VPw&~KHp6JzZ|M>)Fjoyk+*F4irljk$NueeOL7AJa;l!ZJ=G)%Y88%`<%x
z>oo89NcD6yf?Me&jlh=1sBb3zo>nZnBNIKKNoV%IF^hLUs9JzKs#??_ihak3I@<q}
z5Rqf`j^y<D=sZT)YIqsrPv4bvxwcE^JM!>0e`kGHvGm0M{*+^}*A-!4e`ng$hd=++
z{yPOdsK^l?yKW*kncvSDA*24S_urOXiMg3msqTb<fXv69NL0C~so%CrZ;U^u$)_fx
z*fVX)Q(T1?oAW2G#l_z<mE!m_ITrR8)>XClrpk0%5qB1Gp2n7~yyvmzT;~+Ye~Ks1
z2Va$Z!PrvlJAs^I<4KH!DCoQ49zS8cGuVsq-nu9nLOSyIjlZ`}lJMx~R6?q2PFO3J
z{0&MRldq3HBs+m5m1^$nsfcxc4IT2&L|pSd&-@*+_KTwDn7`p=c=TpeCpwJ;j}g#=
z``y`(R;`+I<rs-gSTwf>7BV2Uc*sDA-+gRl!sDHSoT(Rs2l%bYt2{wuH@6JLJbR&W
zn~>0qYs67Z0Tp|05Fsw0;xON{jjc*sw(k#TJKmIphKW7h{KVEgi4m#FpAbcS>RYXe
zaG>iHwb$$)@2l%_J|UOz>8|k){p%aQBHFatfmkQTv{ARIx{$QTB+AW!q-X6Y!s1rI
zV`92rk#ML~n&#YJdOjJrg=a|b99<dUiMZ8wvsFYPuZ}nx*8vflzB#%G4SqU1i?}0*
zZN(9azIPKwDAafQv+;)<MTDXC6y^4VC)_`TeMb8t6I;DtO~tp^$yi@6;X%if)BW1+
zy!_7sZF-*SG8WHwX+B$eMtK}=79_f3R)VUT-%PS}7s@f1=}X09zuE}N&}lyo(&$o|
zp98E;EYWNBeXHED!<LHs4|Yz*cOu}aeQlK~bt#ZRF7Y_V8e6qB^!!v=F3FRj#i)%^
zS-5Mo{OK(2)Yj}%&G$_|6ZgcFF%jv5>6YPU4;!AYC<O(-H!jyv5fnMc_n;z^86fsM
zLgvy(_N{fgImWw0J?_B35B8ovcD%j|wO`+y4Vbi}K(TbX?XNb=hmX}WPT*!i&k2*Q
z_FR@cEJaXg-DqZnGZ@o;D&4i8nPTzV2AO;HjDCz_KZ-yPtYhkprrH=+%lG6AIFQ)X
zG5cVcgNS9e@0m{Xnl2}J)c6hD@%H@v&2IA(&HkCz{()FxVkF?u<O-)NN6}lyl~Cy9
zq)4`0mpcX#Hyl8jgy^wZi#SVu1g8|!DjSVoM=vB5pI27lj3a~n<(R&|IhC~WF_I%R
zk~G`4>{V=Gb2(yfG~VP}qX|1teOE$+g{=iGSZYreJ`eVKEI-VDy)k5^ZI8sBdt=fp
zW75aVn2@=)PJ&vV!3X?n@hqLSh-bug`_f1EcnAx+d0B?A_j}^;uEK<8nLe%Aky>8S
z0f&|ro;~sbwWo`jT-i@fI<eV9JM--CkK|@=JxCvn=%UJt^5>^Og1;bryuOpEZ@xU8
z6!&uIgOG2*{R-qGh!=DpYvhM=l6q!_BSiEAG2PBCP&$X#CgS$SLv*ChM9B=<8ESJx
z40kP}!f!9x_I<H2wFI`>j^^l$<$7iQgnb!P4XP)JcPYYC4uKBg`=){5VVpx~jW}c5
z5+kA7K|GQEw%=)I-e^h_JxSj+ripGq*t6ojrjy5Ld@`R7eejZ7`49VlZmrd}qpwY#
zIdx=sOOid8lA38Nw#QDXrYAAgxY+}*BmM1PO{Vaw<A{*D$@E{Z!BqN8`qnA!kf=So
zrngC!x;xJ=ti7^9eY5{tB&()NQXGoUvHq?!y`NJC@BP|HJ`$(M9Kxx4CN0<zbhNDP
zOQRK?uk0(uM~bJ_(3JBNUXqk$)cUDNn&`%ZVl_Eex=;3%ZTxopqdGJ#r$6UkS!YtO
z@hGT<gJYZQQ{$d3j<x>WruF77x(m;0KYErBN3y2ue)^l3CM{guhC=zHb-%aOKZq?r
zdhetml&QZOHW^Dt-ZR<bA5AkY%^0H#_U4v$Dka*La>8KQTUTo9U=6ogB`1D^^!7<|
z{C*(a;*>rSovBtd^;Y+D)00?{hvsclL4ItuO&iRA>KbR~(#DhY_OAxJO5cB~wbVuf
z`^mCyjh<rCZJxJ>=rW$7qEo8P-mXhgjEI=GM!Ly&@8btVxRlL)X`T{iUlgP3=cBHY
zwJz&1HfWZ(NGD{R_ooA>jhng5gLO^jYj-H_sly|R$=g)#Ux`x3o<z;uQ{QJl=zrRY
zM2E#)WlYc>C;6I=T{@B4XK}-1t1Z9WCR_3pz=c;#2MNDVmPfZaGuOoLTIjXzK}E8q
zz3%51(->18lCS^J`W}ccTH-#o;ze(=b`CWS3VoL9{N&KsIe$Dl*ZD$6j7rUY%1?i9
zevKtYpD4x5HQsr|PtCA;e@&9FgeRJGj5T=;!ZluMjt|<DCNM919%Bo!hD&>+d<rR|
z(~*3GC-_{hQFA<GHR3m2<5Dbr%k&`&Lw<URZ!S@JcAzA?Ye?5^v}cEM&nBlBnU`4q
z)ZoZJvqmv=q)%vmeW6dkvFz*^86C%HR5Yv8Z;J+qweT`BS;Xc0VOwosi`T5K>&sL=
z_R?1LeU3fTWxwV~kDfc`>rP|;h@J@srt9v$@5DnlNMGT((<MXqJbS*eNU;~#df!*f
zYa~9#CHsfo(q`bYRgTY6e(r0Yl<_#{-1?2Rfop(cc!sxxjk#w%arqrE!V=qx8Vcl}
zDbd8U=R`7aF{a27NbqhsSLE*$gO+M$N63mg;!+O^m1^qNF@0jqn{%P&Nz5tkMJ4N-
z?j5G;@}z)ge}1XQ6hHEjoo!|Xs0>k6gi@sm)BQQ8N**-y8wU0JH>ML~-W`ESwoDs-
z9M^I;<Nm1F_o4~%)Q53;TG7?0t{!c?L*A(~CXRA%)>XinavSK*BO}h-)>8i$FR9?6
zwPcaY_I7`b1tvJDy&H-VN}EKFu(@oL#l8s7lJ;!LM9~{8?VkF5$sCa<d}}%qkHfpg
z)D!R9nqsZAHwMu{Ig?w45vr6lWScd~C5$J?0lw*&7F2iFd!2e`0OmM+Q|Rprgtv?)
z>K%?b)JBz(2c4s-?*iEuiR$l8m6#T7@pCOL6h+(~JPZ0v`buivX{{%@r21`_<?NYj
zfPH0^+>>{k(hpp^(Frtr$_AAXx`RA3Og9iyM|6x3?@=#|<)sA`*(Rs2vNU=!=Mz0I
zvW3d+)6GQ>B^D7M)jxj<WIiXcj0`#|8l#u6A5O9aQwr*dQ^a*LIebwNe!em4y)?S9
zpX9;tzn)wzWhWy{%Jips4yrdyF3@vXzDXm0=UDHEGRyhD9F=<WnGL1SvnQ`&lyd~y
zW%Gk^1`CRW)AOS3@$3Y-XS09Dqmq82?t#A694phue=|<uy<QEBnq*kM0j@=ZqMxUG
z{`|?Ddw7j#&?Dzdrk)1V%{o_)jZ;jLN&CFDIO3uGUOOMj$2>lX9Qi$PNH!Z&IO+Ro
z@>*@gj4c}S3!@hv{<~p20i8@wO}>vmZ+J*#6aO-3A+*8iuxLvYNZwf{`hjg1cy3yN
zj(BP5uZ@pOIifxFH69#Uv_D@^>d%A5T-tN7w+{s(`B10!Dya>pm_z5SoIlv&@#FPe
zxAQ_~$Ni6w><N-W6?Lu^Z`$Xmcj80#-a=VtRp~dx!*)4gu7j*5-ZsA5eft|x2whap
zckU_6oOm?%kEWTy#CFKrhK1<5rv}R3fhX{cxt8aHy&&K8>+t(uhf_`!+P%rz?nU0l
zrDNF(OP-qB)$|097Af0;Pt~(u?H%w=BHGcxw-p<<q%3W<v}02QvpaCLFJCW<jq^<G
zmvW5{EJlc^*LQbVJ!iQA0))xK(~TfZYB5uHR2);sYfZP^et)j|Q8Jo--F8OgDPs+=
z;hd6^W$4|{RI6na2h~oLZPzqCPP019ndnsaD6@fB5xi_{2$JeM-(&9Qx;Q??V|`fG
zLi9bt&$Jnp%rth7TpN);drA1cK85W&6|Pz<(h{#N@iwQCM<nbi<c7-g#qByRb|cSp
zG3ky?!*BKsXtJ;B4pYwPmGLa*(RL(}b=4k-5)ws4%hBw1983I(DWd*f?}wpZro6Yd
zuP%u3sPANXH|r5}QMT&TIIs~^2AQu>-fG&H=blz?zaiocXAO<_lWAo#Q`{IH&qW`D
zMq5YJ1M}u0ZZ7q3?Jv1R%RXzUxaaMlf6CUsuZ4;@rfGJzXzFfY>=$0>__Mt<;8x9}
zZc2HaL}bqgTYoAv%EZ)oZQQW#r>-{k+DaSk8>;irm^$Adk55LE`6N$1juiU#<mKHw
zJekTY9$>QRr>TjL&(Ii;?%lg%zTg*@>HO>2w}<CDOUSfyu};SK(@kSqv6+fH!V|6j
z!#J&3(g%Y#oqRZcF4hjmVAX8$80+nc9z8Wab|%+$TDMRvzmG{z$|qBmE!9Fx8&rCC
zGrcnp#Wh2^0dp-9?;Qz^Q7BVfKQ)l|0$nC<9V5~HfjX<QCq>kqiyrc<b;(EC6NUG;
zujgs{qDbe#<&>PidyZ?p|2-q07zq`YS{d0N4H?~9G%Z>U&n)tuBHH-oqpKh>-e0Az
z6Sl&k<GgNI%GS2&mVBxgzULGohpap|6k4l__2(8nH{(qZ+EaIQx1{JY#ljYLqWFKa
zoD_Uw?ue}VUoGZQpV0oEO@xbSczIyHv3(s=?w`jeNT<ppq?p?=rc?Q;F&g-`#;2YU
zVF`s-zSW29U2o)6$J6+(%lNgwcAiQ#*#*v+_M62L+@^72iK6!a9mnp5vF%Ki_~m*_
zUtcpuLmpVOv{b$$nzU}?t)~e+xuS_<q_>0}WxtxNP<1AI=bfnOGdzzi$NreL3qdym
zpd(8=^7{H><mr+m>0W3}(NJBAxYu_p-uU~;^paiGj;H9m*_`X=+x2QJ6=U67x=UjE
z-RdHt_lUhH>{KdcQd_1iN?z6!gR}`Y+&6*7RA|w*OiV_!n<DU-V4V(qvu>cE)_KoP
zpzfPVQc2%WU0mOHe`Fccmff;_^?!*<+F$@;riZYN<@#$+t5~LyGF$MJ^Au~<)=Y9)
zl4BX-1~4i}!V;aSRwS|ZDO2S$JB30rt?I{^T0Bi|aGIWTX2-8trViPlR^%rOi$hj>
z{j9fb0H{a8{SIh;a_VdP7u3`DE9us;4JdskrwTbcq-EcjJC|VR5!pm6fM#Pj#m+D9
zx8U!mpJI<Z69w3<c(#EION-T5qT3Y16sh`Dr}N%y8sola-YwP#d4{$0{k6PZ!l=At
zL{0SP5xMsKyQfq{4)?59v`8Ud8umEH&JIlc)>2PN{%x`LobooW?eQf4_A%uYgXEuy
zv~1rUclmctaeZE--3!Zz{A?#9r=QMl>m7DE)z>wRb_C|{vb^Q=$kVI7stBQcXD0aK
z6MQ7U=}nJM3OZ1E4(1(7k;dGTUsfCH8_{mbrqE|!>tFYeJ!3@ljo~G|FzpAA)2B+A
zo?Ob;b&LF>v9?K`Qu@Y3DP~30i3Be1HH~!2F?0eg{@Wkk>s|Mr;`=|2LPbCS)kEd=
zg1u@N+oeg_mdAD)xv8CPT>WJ#-|(j=(^EB;aU_avDY9kiML(5<)7^G+&`rwt;>*1l
z_C4W0vOnm#b!t8to<27ZSRV7~&@!J%6*EQ)#XUAJ_X4!&v65AYd5mww{_+^->8K}6
zQ_M_Ylx~(pZ|_enPIY~Dy?11qTOm9%Y!G*qGvnj8(42~IMB`*M>hPqAzWVI#HtB{s
zoWVV|@y8y;RAOC|f<rkcrZ)QC3a|}_ZvONwSooc>tnBY=l2@TxCjCgxf~gTscw8qs
z=6uUXcT9D1e1zUnr1*Hqmw3nWZ^dr&Be*9G&EzOs)#!ue_r$lcMD0%{Dm&`O7bf<5
za30A+@GG%2f2u*-l55?jn?Q>#ah_fc3i<}Ub-$SWqoSp>wXFR~tT(A+5RE1&Q^lKV
zTuIJaWIy-TH3?io<#*vwmy_M4KFSPmX&R+P`g2rzQbNV8I3Mibr*Ff-HbMDFdqfO5
z9eEN{giHoV?wWT*1(%cWn9A~#cX#!cYC4n0Qmu`Y<#?rkZ8i5KnLbg?<=iM$p3yzR
z3Ug}&^zm3&Ssyl2vInT_v*fbTn{(_+aVl}v%hSwzR9Li`n`y*x6-d3Z)KSPB(hubH
zV(wp`&Mh*zqCA&=IeNwTQY||DeU4|3_$_^3q8BrJHC2?O_@~`F_)XjR$2siXc>=x2
z^&m$na#2>XuI|*krWhlVk5Y51BRZ|Gj}jwN)G)5u#1+l{+B3p~XGum!J;%>XvZC|W
zzj7X9@f}6j=<z3FRDE|q%)is6n#oj62jRg{0f{Ko-|mjzKVhMd4V|P}hX~0Ya-)4?
z<Nk1=xNQ{Cp79?Bj``<&|K9hO-C<8O(Rz-RT^em#AhzD(pkr{Fajv~eb>xId35`#y
z#6E#&a>H^!>^$wQk8;{*GOtEs?;+ti9?zI6tKwRz)Td2eVSgIQ?t-BXRqF}NrP|{a
z-?EoZpz35b^BKJ}rx6yi8S<2L*4OxU?Et>vy^-&RZ`xkGhKd+)Z)u`3<z6M33HF-B
zmFc_(u9Pzp=H<M2tc^h9`sl8CbVLCqJoLpMK^@ls;#T>-17d~!@#t1U<=wQiBlbmF
z&wLz3mAD0MN;WsQuTZBY!&Q>A7!~sD-Dc8{)Gd~7s-V8HH|LNJKWB6fD$5(6v}34*
z4^3|a{YB3#&qST6)NOGD*W?w|&sOhmY3Zs|#sok6&LBhTN?p1w_y}7<k1@#Tl6hII
zq~!KHKHZZ27Jbb*+qb(oMjW4fMY3hypch(nbY%JD2|Y9p(1k}%-TiyyIQ1mV`@qR?
zX>+9J8ls##I9pEKHk{~5G{Dk~R6CNK&Si?B8?hwHCC53^RwQNH5%G@Oy<|I{7zf@4
zF(PNB@41R`=!OaJf}?Y!RPFAIhPopf#ibdWb^I+gy5C@mgPtV3=dUfor+cbYL)(`g
zUSs^x_`x*LUknM;IOQ3;eeq~E>HGr66U%NqF=Y2`U(qXz4u7#YDDuPD^W5U`#9B$*
zV%m*9h$K1Oysd54%&H>G>?|wqwr)igQ@Dgm+enEj;*5vW1v}nGrTC{}JVb?LgHF@=
zidJFEspeV!G5jg<&!g2fI`!3v%b2jNHM~0xlPbnun~hG}aaiO-r@hZT(d2m>o-A=o
zcV*_En4-GeOh|mz^6yMlH0{=+7lXbB><HOwwD{b@UJluIdXatBzJckPEa8);>RTt`
zz7sZr(sPhB0nrAYfcKWkclBFI$kDvEpFn?1dF#3~wj27}<+vmN40Q;$7LvnvgzRMZ
zjNj4PDo5itap75m6PtXDe-P0I4?#IBB>bMqJBZ*|Le8A}5qYHXcRKHw+*OnfGAz+}
zALVJ}2~5yzA5B`)S&1J`8#XyW8#qVrZF!SL>;vVer{+n-CHBpM<e{P9+;jI&%$p;S
z;03UwovDt~prAX;vy5vR2dgZ)Z|OEH^(aQ%A>)Al(+Se%Fz#oGXwx@u9-*O68xA=d
z-;fodiF~76f@+_{Xw*r!&sokh$2^H}&@nEZBD!EhJu0FOoc4v((ka#>(-WRc9#0~C
zXkqYq&YTRjZb0Cch6qzhLZ=97Q1Y1=ll*;781!PV^t1O=Q-7FzkqBQTTeWENchK$9
zuWW*I>>1T%N7xv*T?3SIS1}Sr+cmKf9>M--l6Dk_N_D&=xP&LKxN*70c?1?s(|luR
z>&4(PKR^4@?CILR$5si-HK)#+a;;NYuI;^GH{|{jl<xZ7x62{c2=N(1KaRIXADN3R
zAtHOEdD3|2f}ixB6MZEt(5J2*L~YHHZH)l+bK{?i@gxnj)a}e}#r?5pXQ=Kwl04@Y
ziyFt?=gN1U)NyHleW=^izB66;#`GXPylBExpDR$2yZ)=;Aw&A^?3Q6$&R*|tRY6so
z|J+}uecOioYCPCnqB*It1<KEG&6DVyEC2e1d1W4Nyc<bUj4AhuV=K^#iENpB9Cg-f
ze}1to0b7Be{q!QohfL=bqAt8Q*T^VhE$|A-){=3=PsF<~b;azDi8DX8?>}DT7?$<X
z5xi5KkL|pr8>x>#ajJ???yZtjfm^o+Kbj36j|N?xOY;#r$a_9&qOZ0Mgj-@kP8PX3
z^r22Wk@D@c?}pr6tf%KUxAT29Ix)`dM|v7mSTEmhA9E`28>vANe<ntuz4qj!#+tBP
zyVzgrK$V&paDQ9sQ|QU>iMg~lO~6s>y|+fj^)jP<%IjzQh`2c2w^HL*9AU}TkqmXb
z!$Y&=>@|uk`7xN>Pp<PVxT8(J-j)n~Nkc|@=d<^{|4SLDBO<`@_OMfD=Cm1PoD2KP
z{J?x~r1Pdt@8mzl6LE>#+r8Q*pS`Zzt-riXk!bTAXDZ#&N0$QA?YiHC&IP<?w&ZGS
zF29fU_1<WuA*GSD;f1}v%;M2|uPx}y8#nvjaFO$tz06+QVBgwr_CM~@q^hd>TTVea
z)exO->h`2-K$Gz77%s)tefPuX^it12O_qqMroQnseyglWy1&5BD0vy_c2UdkH_%D(
z>Cb4oGr~ze#dXU#pQvYgLN`bBnb(7VUB;;nUTy8*3{W-4%UnlFgwQt+xI|H6edQ{i
z4R?X!pT9A*Y~ha1#L?J@WNN2E`p$$da~Qg5j`yx*39zJiJXGB!6ZC9EJvGSTy400?
zi?L+tGixZhL54gF9a@~HQYR8p5XpJ|jWti!P`Q0W_o3rtDL5T3F7|#fm-KR=Xjwy3
zfsP~48jSg8)=>Lyf7jUDPoXJ%dakFZg{?HqO&^KR?_qX)SP=Pm>Z{TYdHT_Qo1qmg
zdguL?^$znYNT#FJ9xBc6``y;+o{P~E3kml&uRX5CFY_MG>$K194mLXOkU%<*)8l9r
zd>mv_TmR)7PNh=xYNH%E+c~}ENiXpkT#DtPT;65Nzo?xE^M5<GyZThgTG!}ApCl0{
zm5)O6JT%?-lS$)LYjY+(9!_#DZR;A7>csrL)@i1@Rp!1$KTeWgX+fn9f$0gzQGH_P
zdJhYi=EK|@#AbP&1!+gy#aRbt1LJdFBTxBfTw6q#((TPlu|EIi9@-&B<ac>;{@g0W
zwHB(3<Z2`N$muYB5}$`<T9L(vXR-pzRUkaB99b^QwNI9jc?Pm3homm%In8QuOsU9E
zEg{n$T-}nRt!e2D;&0qEZN-MI7Jc<Q`^o4nmhr$t@sAq`@7pPiZ`^CMJ0)MZjLGZw
z$kmcwAhx4cGJoTk22(D@pIO4BnQbuP@&0C1N_^A5O>97>Vvc7IIr2!lJpW5Jvekpx
zP95IdrD#qU=n?U0AG)YtSn^Ci3eo%1j91(qNe{#^ywdFf`10&*jp%cf&E<Pk2d49b
z%?P@|K#@?XBfszVsPZXeTe;8?eV6Z^#HY*k;~w(Fbi1rCvh>9IhsWGwLt)9gtU(i7
z!!mt9Bl;vif!x4b%Yu$^$p;{Q%{{rAh&Ij$F5&VipoD9T$4}W&7R0l6%l3mzUGKgx
z#Zrk1?(1sP-XqJD&?Oh&LrGS+Mrvw5Q|8yrL0kLOYeIEOo{>)=8c=?t6wh5&lD3{W
zpQ}h5&1rNT-&Ao+voOn?i+sph*%6(`aXOY_JUfB!<(UDma^12|Xxqg+pXPjvJ&XL?
zYM$hX)E%N6Jr$zAo3}>1`+V@(d<%chK{P?E^OkXxW@vI`(+RH#LGS*MDYuBd)IT_n
zIh-^6x+iyJD>Wfag^ZkL><jJ73v8oL+ugHlwQNLb-fmx-;Em}FVK?fgXWMv`=PGzI
zms6j8){S@Use@DWENT|Ir`+c6!ILQ>th47nh`QKB5_P5QE4!dj_L#HddC+tx)N`W_
zyHk2nC->WUGN%rmFCQ3HsJ~Ec8BgKGXllH_+(zWmgZDi}gXb>a6dS;fymLcF{EjsJ
zYM%xl=gjlX)Q#TQvlwYEA33i4Nscs^b1L3cp%YH>YRpD!gDf^<8Cx3_bF@5}Qjy#-
z+DX%qYy^5|bkk<mz7kf82K}@@ni_d0b4E2(TM+0?A@85_Zf(}1Rj1crM4zi-J4P8x
zc%He6d9v(-c+JF5mPZ`K$esgT%A!Gyk{?s^&G~22DR(TyHOvcWb7oA9w(}lSEJr{T
zPjsRCM~=Doa9qbz?e^vSZZ)jhDSFk&6lmTM9f$5oJn|dbhzr&8a&8=B6B)Yuq5bZK
zX(IQR(2#m7)u`7Zw%$ErOK;*{Lr?U5<@4R(Njx5CN?wWHBIkrGK%I2t_AWjV`6<nx
zyf#~-y-IL8Lgia}lwC!>T??1Ivc5WQ8J{*{s+*F{J!I<pduB0x*Jvlpb;nStH%q&#
zj<M*=RHNR@1cOg+(hGAHajJU#t>GlDk8Q}2(&pVdYdJ>F*^#<KxxF9GmML`{BJ3`D
z<JO>4*ly!J#W4?$L*_og*MomcrRemC)P3;fV0YQyf|WfrDs2LkPFR+z<IZ30R1c@`
zI8@5=jV;jlZrM_#+md-KRn_su=o9s=b;+mD#`sre6CV{M>KGjA<saA4%Q>B+5D_QU
zb}9FjrxL&DflxL@z7{zNW#j13aIee#o04Spl>8D>x{W|e|G9rA)>ucN@yZ_^8uU_@
z@=JYt&3W%vMuBwN$n2^!YAJ8odzvoCq3ZR6S>0N`fA4v<=-bt;Np9ly&}Wa|8_zlQ
zt$pTL<mbBHiFA%;O!C}bjYkrHCPJZ8%@osrS%ebBO;94wHN|m99>wKPauoDKE0$wR
z`$v`u9e0}Nr?(wZEnPt5lR>%{Z!9lAn$&!|f^mOoCU5MP;@DePA`U8BQ+ESQ%!OQ1
zYM#Vce9mW$E<^+RmL6UIITrSgDeLL?D}HMy4O_sUpPnH}W68>89d!GiK63oNJ>|64
z0U7cRUaB(W^J1Mu_O55HY0f$1f;@zBN~#M{J&Jo#KQrys=1s)Xm!pxl?AD@GcciAB
z+lzjh8Xpizd2Vl;OX}X<13rxR=dVe}zWx+Q+@D&$eQRGF=oXz9ymHR2Cf`c;ne2_m
zy9d;hT#`~EmY$ui^V5Q7#o3LeH1-|hb2zm>ar8I;c032Kb1i98;*|JboPKNV>7C=C
zpBNeaWw0}Bp36@xcf+;mtr%5~L0#%}_7dm6wO^6c90~e%Uur;acApcg^1sr)@0&)o
zJ*Cs{I3^lAzu*or^tn-o3|mec<Y7;(?pifR<a~o-ah9glf2xxo?+wq9sr%V`Uvipp
z^XHzDP3NQABHf?)xag_$tu)Th7?#LwQ8|V~hH7+N%$Hmvfdb!%O8%oso&kIG<Hg_J
zHo1vz(Eh@HmN}^Y{WdZF5?W$kB2Mq7)!Q(4ueZzP>KHm=qkQ8U+YH%)lA}~7DOjWF
zAMtE|o-5L-xvROaey3JVkD~4;7|S42{G837Ew+NAF&B?Rqe>y&XY8_qo7&uqoQ-SN
z^naCViG4d_h+@jr)4o5?<;K+OYmdrk=mkQ;WC4hnpA6Np7}ZfcB{p<#g8D`&huAwe
zzeFeH6Y+1Z1|s>{<ecd+Q2zs`@fV|({)FD5>xb?h@~}LQ_=-0#ZMH2(Q?dnRD&no;
zyR*xQdm)LbIIrXL5+Uqu;Y$digvS=pQraZS*+Q>)wnUU1Pg2x88B;)3(rXL8xtZLA
z=!IP`Wo?c`mAoSIZKYX$-oCHDU*?|gia@fM<|ngEU(jp&9X+kFY#oPAvc=6%^d&wS
zPQdx_|JW&YN}m>^@3N3RppTmvyENUig>qP$>vq1zQ@9@uPc%clbOM-crte+$J*H6K
zXrv@#OzeAHvZf)hVmkZ#>Qyjt7R56pzSP;$Mx)rrE%S@H0OlvI0>7wLtMa8>(X!Xo
zMxU*Akj=_o6<m{{-kFJ#T&sh2t&6OUK3nC7ZHD-ysWx!R6Hm@n+>(xt_w4oNlYF>&
zPcG*iEX+U<monifuRxg^c@9TVE5^r73TPsaeb^6&ud+<JHmNF|x)L(=*U%@WeVtH@
z&(d=jQ>?G{F5%)9nGXyJyBOkFx-|zF)AfyU1P|naO$PAm-`{7Kh$zsN%6I5f$d}Gx
zDRQPl($mV7(UEafkIk~yWa~gI9W|bK{+T6;`3yzfMkK1QeXFWvYWYmW`QQmZH$Fyj
z3{{La{*|=)5+ZaL83t@|bmpk$A0tcJW{8LK)K0)vk#V|opi#p0X13|WsnbfSID=D`
zaPOI(>V$}Q<VPIcmgqO;co~theN#MS5T+YZ97*4eo?g{TQ&e<zcs$^po6$L=`qoz`
zk*}7$_e=rth9XSI>Dv%A&smBJ;*%^2Zs8>Fr*EF)q8^Rz_8y&Few6WZu5JC+9BT=O
z`f$ed@m&@<CjQknnT|OfW1?OuuBANQbIa+yu?#_Z|L;-A@aF0}rH`PNYBzrv>Js?B
z_;GZ=|7&Pbj-gXsN5WC^#O>epT;qn*z0Vyre>^vM#TF2cT+%tDi-Jn#=}w_nc|AkG
zUPM2E<k*>!^bD*fbz-#0!oKu$KfU%`_O5N^mIp-YlN#TEk$R@+#*8>S&IRtH^NF3b
z%Y&Ht{sl+X9ZCd!DpcN&O{7eH3k%I|1MLd)+3GhYgVU&xp7q}i8$(;Sf5$pHvQ6AT
zsJx=~DU~ME`gYIe(nZxs85rft<E~XYIB%G}-jb6}dD++pil_n>WfbdTJ}l7Qn23zg
z`Tt>&mF{ne<eG?ZU(LkiAbwuWO(Y=MTXMjI1b=V-flr|l@kP|>T{+9;m{^3qNh0y(
z3<kYKd-IAMy+<xfeNA*7?<+OFp9i`u_j=J|7{`l3xYdS4=bOE0I^U|Npp(fMQgw~w
zW`F;Q4Yzf2a|C_p#aFyS)`UDX-JZnjafXTNZ<|L{ual7qpKDk?S$Haa>-PCM2MrXe
z(SlS(_de<Dg>?HFpLG258%CEnZtZursK&X@Sw87#z`fC650wwt+mgp`5@{c{NpaR|
zWCzb;Z`lD4{xgvqJ(Ak-M(sD!g-G+hwu0Iq5>$(4Z`%bPKU>QG(Fuc3U($w0(8%NM
zT&~fMWZ%o$n$GUMd8j#-IvL+zKeENatw$XXv9tTqh?xQ8s*XnZ2YchuMkAy;wjp@8
zH%wdX?VnM(asOk@hV<>ppUy<2tUD(fPEpySR=Spv?5QKmn4nSA)js`+NQ)msHDy59
ze8XLL_s;%ee)dzN9=A8Be!w)-Q=8t^luVqfISMN_@Y})D1>1+2^}}01`ddz6EDuvY
zC25;#s*;sChAyheC%Sx*(M9x#-%x+IHD)W*g-AbP`SOHVv>Er0W@R7Pe{t7!Uprf(
z3jS@K4LL?))W3AgJV|os)B;Mm;Un-64WcJ+nLo?9W-94)dIk%NCHXhgGfYff1w8m5
z|2|;(*(h`>YeA0+QPH0a1N|kB21Gxd5RdLZf->Yk{(f>i+EntV0S9xyr5xw}nwTC%
z@@Kb9j{p6H9MTOnKMoni(@Czf;Wg8H`*Q}53(kBooFQ(~jH_}-XkM_OdH-bk_U>RO
ze?6J3Nb625sOL6MrSZrDq4B;l`cNCEDvj1VW`cc63->*J-+#LKH%(fim6=q=g2puK
z8KK7by!Lc;;xIC*9~fnxnmt#n8q;R~v#%`GbF&Q3iX7S>h2nPNxqp}km~N!ghH^Tf
znOJ{Ukf1hv`A_jAmLSa;C4QZrUie>Zuh8UQI(e}i^~_4e6jC40dj0YU8={V#M4h{q
zqrN}L6=$v7O_WPSoS(0WPwCh2{hY2Rl?^)H<|}uSP@sG2w#xUVNRC6*%Wq7Qnasas
z+)<xUEX8}Hkrtx267OBR0?5~Mui{JlkC_!V2XGt0UHjF0ku?jU9Rk!nOO|e5{Gz3I
z_A<}%$dJajp?fx}_i3DSShF?Xp8a4QD1R|sh3ub#x1SDq{Qodd1YLjzQ`griF=-A1
z*~f>&H{tGwh&tr8onxLAtC6MHvwCY1N`@ur1D^=-E=;lvJ|B&YE9*)xJ)MqA9vyYl
zs4t`jZTy)Ct!y9X5X8?1tZWY8y^fjYj!>zaaLoeJbr`>CjaA7%lOxgHkoenl)#E#<
zJ8sN5C?{JO$s7N|T;48Y3Fq=A`}};6rpw^mS9_sP>#Ss37hg=#IX}rnBJbq$wYl`^
z@cW2weYaucNL1;ouV=;jCzs*z6Sn_OWe*DAmrtcgmW6xn*cigpqU)!hP4dfoVfH+G
zr^@L}DMMcdp3FB!g;$n={9>3IqvAl$%O`M`?{C<bN}8L_@d*>QFqZB;&ly!0Cd;`^
zN_WZKwcp3P_gX77@p+g__9tdT*`W#d@II06m?F%WP0vc{Hi+>FD}5%%ffV5<l_{~W
z2KJ4Ox!<-HDeOU)G~4IBYRcRwK45Fniy;$7mroo4kpJ$_uQ4uq|34VAZShRs{s^{q
zJ?$ewW14(EoG0w3x>DEsu=+|5`+V+?yzMj-hF`tBAE~b%o+80l_pFU#*;3Cy-wm;E
zO{0w|LT3<`lX=VE3YvdUI`HjiT=Z<bXQ8*AoxVR26YuYI`6QqLny^iG#FYERI6!xe
zc1w9AsQxK+y0Ia5{F$*u7MdGFJ#Vhh;_n;VpVFI5zt1sg!YBP*!l7*rO!l<)C&%_U
zeHRwkamYV_HtLe3MmDBV!sQg<*L7-?tnrv)`pmEP-BgtE;2yrm1vNcBI98v;c)ZFx
z&VR<ViK(Bzcg>UE%u{+gP=>vvR12JM<M?TvK1X4qcNK4wY~gJ?`F9OH67^?8A5*Jm
z@9h$`G!-cwP=~Cij4vUBlTNccmd(dzkx?wu>^Nk^4x(8dvZLfo-7%80FO6nU?2i4v
zqQGYbSvv}y>c*m54LaV24smIOG^1IAH~!539%37^p>NLqr=7s(_HU1G>bqt-etf6G
zHS_Tw+GjMO@xXrf!v2MyjjC)MxMup9|Nou&G3adm`^@6-Zw&KS7L|W)|NpU7IhZ5+
zf6o5-?4Rtj<Nw%T;(zu$Z=2QUr)u7fI>tTIm8xi9(OgGP@zHZ0-*FPtRd3<%5bLgX
ze4Ko`3ds7XUc?TnDPpH%4Zd0$w;|@NJsNx|PT#BdIH4*1`FJq&yf|W~T8;LKKhuU&
zxsOzPU!&~NvPxePnv9cneUMY~d{pGfY*X!eY`>4CAg0q)N_$EHbqV~CdxrS>pl!zz
zz@&uo1xXs5`~2E>iljywrg+H&Jv6G`wEyWX^fobV+j`q$YS&?XZLx`{>fT<C48OQ%
z9AAU%p?Pv>C88?!nK<v66h>F&DB<?evZ<`q<H6&+YjpGtgWL>3ZQ=D$8Tv3pOK#F7
z)%8@&NquVhGc`1QV)po@p`?=i#O$hSe)<#pVtgx0PTSa5I0o%}le6D2kfV$xAeV{S
zCtGNGZ_rHmEZQ-`{qWq|M<h~<^cZ@Q8A6+)kJeH4tP^aZC-&)l<Wb^FMRe@D>v226
zhsO68L$^VM@08~TUunFbee1c&J<a?{UfbqL4HfY>@HC0quV2J_x`j?X5_Akj{3cU%
ztk!%zob2m{Ry)v$a7y;)RM@bUXd3wzL>}r`z{k5E((!m(>2#c9#lj<-<iKJdF4`}b
zOJ43f#h<B@PVDz}L!|ChEG6iu4r4p%9zfH-4rr?^;;}M1-V=Y_urc$+`Eq+yKKpbS
z<?+(KmS~DrISXVK|CqZ<qI2K(7MdCvn4(mitO$v$HTOb}KM`ZjJ&k=S%T8M=FIdY*
zCY{$W`V}JE1VxY5SKK~}U&L0`>z2JiF40kcvS;)WmNjdBy7#8!6e(RW@STX{J3~um
z>%QfipA21LG51f6S(!=n6rGV*m$nIKEoDzFw+ZpG1k7==g?4TkYClt>v*zb(j1xZ<
zD@JS@$!qJ5^7tHXNBfmU_VkM<>$;{DPL24FM$I>-#m4t+-8TKZOy|Cxh1=;Y)L&Z^
zNX`0|p~dd5<L=wJupKx11@RBoksj|WOwZk&K`wG#HkM~9NAk|1vpBEovn6z{IjGf-
zbxHX%+iCqb!-jOIukeoj9)AK0^8Khr6CppfbpOrHAIR5i-m#vUIIR<x=dcqUu@7um
z<*em;wFdKCO4RSLE&=o<s&)sj@f@kv`BQFoPSp(lCSjHg(${k%lTm%UK2geFQp+35
zF+anTR?NzBdNsq5f{z`T(3V|^c`d7ky0J&sf>bfuoQhPhn3SH=BY%=hM^9|eEi*XB
zMikDp!5mwTr1nV*-Mnv~YHQ@tk{@Ct?Ws}H9iCH=ZM;*hjkMRGjX%>y!L>Zr-1>mA
zmZzfo_^h{J<UZt>en;DO*MMYxq!+a-;OUIJ^c~(Dv`f9@vD56j{nX9(5-@$zLOIXw
z&t;G8q}<#&M^~d+;?K08Q?3VVNZ-sHBiK$ad-yqYqM)IpNQthQ_%!CSU-P7ej;cG(
z>4--NpKlDj&MjQc8SckxVSGH}GWkYqTy96=Z=O;x{!9x6$u>^q@3Vn=+`F#tOg&LK
z);T5dDds=LXWEd_O^mKdojFsad=pwDM>@w<ueV!~&O2S^NIx5p<~A?p<bK>HB5;jE
z?;AZ>Y!l@7P$}nM4R!nZT=+6^mKMtr$<~xswVZF^v)2-mJ_Hm0;Z1Ayp#@<q11$)-
z)#<m{dB&CyN6qtV^=Bfda2qyGv(5!N1`Ws_aBl0$vBfl*B8erl1sfUd-%QWUPc2)1
zJ`d2<O4$@|t0p9dn`>#8vl=?pqHUoZ+jQV-PCIln+QpHMec_xgHBVabk@*GVoU=qA
zC2LiKCI3tdI%+=3f5m<vw=v`t%%9{Ojz80eQ8|RXg3i`3&TxKub3FNzo(S1Am2(*W
z=JqT{Qv0NZdVbefjt&WmHCQfNHBZ*jsdIy#SM*(uNEso0SMvI5sgq+|N2IPHCX(-7
zOcF$q#wT`GkL9D|qA!Q3kepWJcXMy9<|M?QS*I0uEv3#%^(<1ch_FSzQheT~T#G-m
z6<dVpXlmgJv6YMHiw+iiH~Ok#ULKvTXD{9_mPw|MV$4&z03HsQm%9MgBe8n#Zk@YW
zck<xu38vSBeqL25v0C&cN7kR65wWaKWv*7g)Z%<NpcB$a5~H(Giy=o|i^{uu6o1hV
zOaF&@qqU_e!g}rC42w7|toN*ECiXg`{Mk_yq+=#Vg}*8OB-<71vndzj&(!kO_kS*B
zYEN+rh*9NP=5j@(I=83MhOIeIOP{HwRT&X6YHm&E-``)S(XpV8D{28brI3_kvkt^7
zoWI`&jXVC+dfzR3eCH=%Pa3`+d?PG_GzMOiI>KT~o(A1dR?+2jMm7rW9xHcFGsVp0
z;yfqfoYSvI=l`ke(93t-=%nApJdCxaFmH|U*YyTdWA}_gbVXkUJnC=Jsk}bi^hvhz
z-;HijofxVdORp)uznbJDVeiiVbMQ6z6a7v{P%_P}>5kZI*4z4{{de2;cG7#t=2LB1
zylx)vQ$vcc9!)#{ZphPoVdwM{n|1!uV!@AX|5!Zj+&iMq-{Oany|`|expU?ID(;(x
zn7SxA_L%y8bz_eEj?vraO#W<=%N&Py9WPUz?fJ?d^Sc;*Un$SgPp4$IA!o+?t1E(>
zcpa~dIp`Xye`s=3n(XhbTc$e-{$<pa{x61AI|}~A&hI-r$^UM8<o`U=^R%m=6kGST
zuydS$9BBIeu%(r)c68O#A$k8o)99wJ@jK{VN#ZZ{-$y@N_io(y?sj{t^~-JM{~jzb
z5jMT3*Nnb&nBn&km(huc#^l-fZN`&#$|u)h?|TPzj9qgq*q}M;>C}kwGw7!}>`_->
zjRuWBQ^Kx3#T>aZap$%r=6kb8+$r~<5;vV=d&>*41Kw_qdpxIe-A>217dD}W=16+q
zNN9eJ!CQ-6mDpNo>FpJ4LC$B{P>vVI7BD8JYUoXe;r_CsxJ`Y+x<yvl*hlj(L)65a
zPYquB4fFiVWuniB%6Q(s`9RV#m-6xMoEqFjfPK4|a@=X_Nt*P!e?e7InyEjs`z<=<
zNc{NjWYN9rbSy2Gd567y87w}ziI+y<u`fBruWc1@;g0?H?JyI9<wYyior3-m-&~re
zTOg+RpIH>8TTQ8Wr|BE~hDRn{ckE4`ZPNN^&c4~pE$?#~do@O`Zc?h%)00krwCk+3
z&*VPB5+|m}>#Y@iG4!0weS{h>v(~rKc7d_vZ1WnYG$be6Q_H*ePW@|)5igi&ZcUyl
zr@(Xu5!HVUc@BNL9F4Gvl$iqOc&ZY_l$-kJ@n<5bQ1mg!?{$JTl={}aZ7Dqfc!=t@
zdt|?VJfXI-lXX~o*G}gef=LJBG$J6V$c-jr$)Kw6>f%Y6`=V>_Dno=7JY#%(ro{uq
zCbplfsr2&i<g!X01$*w)+wS$zMYXS&8e`n1vEs9vQ)v1m*10hiHN8LPx_d)knr?b%
z{}BUwP67?gpKH%ojwH7bwNE1a<C*^HJB)oLvYjc1SckoLMJhjUY#MtvId9Z@YNHl7
zzOR3S-I^oZW()St(?kfjoUi?Ls&3bsYSnEt?A^l~$szlErWm(aCN!z^Px4FJwSRuf
z(Kv9LU&m)W_1)E-=)EH~PVZ~8Nt$XLBgI>xZbW3muJYR#ztcvKT5UR?7Vqu93O_yz
zJ=<gaTh3HO<=k(reG*9nx319}ho7o0IeHz(c!`v?{mJ9uJDc@CQxPpvom;%vgCQ5h
zF2^ZuyhU=!csIyN`qR3UP+jB}f;sM*Hz|E4r$2e|=rq=A46?B?m8M=ytqzGXP9+!*
z=DOXvNN*iEEm3{R=hlAbeKi}jM24w-&*PYSdP23_hpMGsPV<PKznP@!#1YGI+viwr
zw_xR#m6mfAzfX*nyw^O6b!&lkBcJA;*OCm7iD4&o3*K15>+y2NE|)c+1CuG1yoMQL
zn@U3bnR@)&yqvu&G;I7+#^A+7ay{1h(IkdUDRnXSk9aO;UF*7R#PpidG?wA~GdY#Z
z_{WjW_Be-XWG$*3XZ|Ec-sdbb{oZyK<2S6sx<$8@tY}WBnkNxH?=~81-##+TtwH<7
zlk9`#4nJ)082=UuU(33GFC)JZg{eb4y+D~f1?89IMcf|VK;7`qD?AD2;G(-MYBWat
znH;yOp<}9U%O!AAo@8>L7%s<$9FT8Tg-5Z`Z<SUVr2ERM@Ul6?Ghk!d`ib*fT3!!!
zL!VgoCqRA#rRgFfPe-Q^5&snZ<!lDi3j0=4M18C<mO~l;smJNJH{Um%^2|K@A1*%2
zpRN)goYG{{rdn@W&E0Ofk)(aSesRHjs>x*ae}f~=0&}d`&G{)%-$Kh7?t5=&Nt-X@
zzGK|b{Q9G6?L#Nje0rv@{d{DYkd$d&V|(<CmgHW=xlPKS<i1_}nTX1cb!scUuLabc
z0p?k@WDaDVa$N0CwqkFg_YwNU={?out!QIDOJcTmwB{7n{i{d@GJuadwV}Qni8z;g
zWBz3Q&UftpYpu_|{tI3e`SRZ;sJF%Bd)t>7<F;sE-&~Rql7mG8#{4I{tmn1--q&LS
zDOq}^vd1{Lah#mzT;ulCTB?scHLT>m$2hleo$X`$qvZCDC-z?}%GSJL{BF5^f|k-w
z<c`}=a+`3T9gGpw=+ziyx)nk<Z>0VKS=ueU-#dDOs?_M>Oa<Me#Qp9QUpEfuiRix`
z`|X>*YDMqwQ}-4(cRzp7m^~9?sV?Qizc-zyo)mgiz8bW$pND0BP+8yChu~!9Z!+~Z
zmoakc_O=`m#>-}B^7?L1t@5*-Pb}V8KD@r;Qj^n_E=slp>W=hJ1K!u1&X^my=8G_H
z({%fKh`t|aOvC<XjH#i0BhKhOww|z@@A;ElQ^cRiC4nAl`sU6r=KQdN?}iRmdeX2T
z-V;3LMc%`3%l@71J^lOUh`c`>-8)6!+DA@?Ki~1uH%kF(-BmWmyybM>+}Tss4ixe`
z(@aV|M)D`Qgyv6jy&QigmuppW<~0&Bvng+~wN?W6=d%v*K1W&mq!zcb5Zm!;#(d9s
z<k^r@8%wI+x2|WorE@g;mB|c$vNbQFpBw*FPER^Rbg!OkvN6^z61(^80Gk`8=c#1z
z@F?qMGoTQ@MC=#j^s9Li(Rhx0i;ZJ?WZ%d>r|g!@!~SPT_~-z6X!dq2pM4|%uI3&>
zt&YlNB9ef-{vrvbvcZI$ZcX7GwLK+OJk~S>TPlSiRex*VCe|xCc62Kq(3tM2hMH=u
zty2d3ddf@a@0c`gt-|atD@%xfG+tb$(<z_Xt(o;HeWq4cF5l1Fy1yWntuk)(9y@A}
zll7XD8h>W}Ej*g`nppd+_ukXE$UM4lywk!_Ph*j7+aoxwxpwTS+3S&ev?bYE)9QQg
zjsQ2)fxpb8eT(IXx^cWAdo=buYo5ds9ign9X`rW%%#pr5*~i`zz*bu3vZtD(-g~B6
zx4)diYjzV)QEuTl)NH3+E&~zA>6V@MoYqtF6Qktb{O%PqL65!9k0>|KM6Bmq{lp-d
z#Pp}ZS<iRy?t6kbH^j>GoC%tgX&-WdWaH`EyBazk#1G!@wsL#wol{rcb6-M#=Sq6+
zAZEJ(`G<!l588?{&m5yY@M-4W+1yKR$r$f_PW6V<_Z$1lTk;y5*x0j`?zz18AhiFT
zyEyd*(kf#*tK*tJVRCnM(@;=#UoGxvwa0g#p3}YGfZl;=j%ka3bOeq4286LZY_aEH
z+`9)h-P15e*=i}NDeZ0BBdTumKK7POW;c<|c;d8P0zMi%Wd2`zHbq7Glib&jKa>0M
z&~6FuHrnoOC&&YmTbAY;%dGbZ`QL5r8rpjUgy=Z;@2?hh-&&9Dn5LJlGNQlsjq!A=
z<`{FU?&6H?+e3k5z8SJ-W4zlWU|-$!#_~*54AlR?lmRmxW3+gbbZk<U=GLUICV$o^
z*D_{%SMhj@sV|_2s(sJa-kA!t8dF&GJC8dZh1)F#TAI(*dy#SFNY>=?Ui&iYt0mX3
zEXHG_MowL?klnGfdG%^cpjO|~_!Ms6=*{*@dOmVLp+=*`pUHg*CX(C^kMU}g3|nM4
zm)qw!_RhJMaF?pqt=+KH=eR3j?$701seMw<gDnw1lc%)^YP3m=Qc>|(PU>|AcYVZC
zS%WA4OpY+k1y1unTj<F5?91&E%FA{Z=k?h9N&aT>XL8!IYgt{}WA3{qo^M2CQ;0rY
zyC)>tklQZL+ws3MTf!_8drtI*OFj{MntI=ZJl{XJOz{@m_laT7X`0JK?Ps=9`LZ1r
cd!Nh_#pl`MJLawWy*njY`RB8LI^%!;Km0^Iy8r+H

literal 0
HcmV?d00001

diff --git a/stats/LRU_single.png b/stats/LRU_single.png
new file mode 100644
index 0000000000000000000000000000000000000000..29d6fabb05def01f689c030ecec5b77c678e4528
GIT binary patch
literal 488877
zcmbSzby$>J_x7j<QB)8mBnDKZ1r!-#NR^Q88cJyxLSpDLks73>yI}w+X_XiODT$#`
zkQz$5;oIZ+z2_Xx`~LMkUR(~($TMs2z1F?%b+3g1DoQe!NN7nQ5XdFjN0Mp~2<cr2
z<RbLkS#T%%Rx=a$>#VW7j3nfk@F%4%I|2f^4w03-ui=)kIOh7eZ}SkliZj@%R=9HI
z%7f1&=bx-FUvIm7pF-o0{3H5)DrA43^+JVpZf*^N81-C}K4svU+9@+8&zCe>R5xDI
z4=wokKDInZ6SG@)s|zb$<t09`x;GB3I{3tCAJJi6dLDfKe_bh79rx%G|LZp4Mww#d
zwNwA&9f{JErgQ(}J|yl{X%F}TiS?1<A8*vul<1&mB+dv5#lp<w5)u-3_n9R0)DZ|w
zQT=%4`}dCN>5#(chzMPEmUW?%rlEtcfW2D!`0_jt4fK=*(`|%vdY00Xt@A~Q;$pnL
z3vzkXH5h%W%p-_u?Z19hT%8QqCivm`^DF605X-X%BWL5z9!H<B_hX5w@gFDd{NFbn
z&k3LW-<KuT|L0aLn3l81h2M_;<3&V5m$jmEjzZLW-^Pa<vw5|J@7oqG8RQqW&02qP
zN9@5$w>>(-+Iz;6A;T=lPM+kRdi3UcOI*a9N-W20?!3dpPEB_`&8Q;Pv8`%!{`~OP
zqV~utdZYTJwZjZ@!4OEwIDOR{GiS_jQhXK%$$(2?pzS3C<Rk9%WGBeSV?oCo9dr8S
zq5>hUS_bpQ73%{UZUwa+<09w-k25D8r}D|h8QkcGYiOrEY`4UxUC(?7vDCBX>`8T3
zy?JsAQ|t(PBvDu}(6lb+Olj5<SFa_OWxZOmwpBflZ&y@ns6AedMt*_eBMP&E%M&Xr
z4iVMPmiAA|G20T&+MX*T<4FFQO=NH!#&(4k!UsbtO}aBz2lARI8gVkJm+$Dfdm1cg
zR%#m-aoQVTVLxd%TeZ|%hCB5}d|;H<=n!@V3m@W=8ixlK>jXU4Vbe$r9PNqKq}V>?
zhl4v$6(}?F^N8R<%s-yD`f19eVTJu=b@dZC3*ILvA_dR)!=B2Dv4z#Mt>?B38>+V-
zm~Dw9Z?bR0Hc*yxn~QZW-i{Cn^&B=&O|BYUudCc_pES9I2FkR0xAuIDlGhARJ|oFV
zLn|4HbJp+2mXAe<cIkQtzPRL#q1#J3xqoF)!v1|E!mBq$AhMis-AE1X&o;|QzHJA^
z!uq1hx<w%iDf0L1owz<+skXO#GNk+3CYO7;<c)$<Tn^^t&?wGwdCFSYzplvOVQBt>
z2yCgh`}~_t_d{9_r4#!gF(MH_4uR;WI1c3rwb{a=X4u@yYiBs_@KeiphYDJALu{3&
zzv((r)LV0Wg_X?>7}Dq_*>G!K2n~sqI~l5$Mr?OaL;S2YDMsR|zv}2&VPH}7!_NnF
z9v39wR0Ch2<1R>yXsR+G@w_IsSC8qd^!=mNcfD1T&xh6eo-iuK`yL$>+!5pl$5PuG
z%+>tnrj92^a(TsR6HW9ULWp2iM6<w;=ksn{pWftp6xxOxJzR&cc@IQ&j4zfi&3@S?
zME>8Gr63Ei4N^0x=a!FfE3kWDfLbVr;?y`Sa=Z@r%u6e;>x`_McCGeD$s;|)IEys5
z;Ti_^owE(8nS*&np>?yCfmiHoSDp<!(x^htb|3Xw&>BvM>-6V(L^Ws`7A<{<Rug(S
zy?_&luj@U7^h{b5s;_pmQtZmELvB|2c$dO{e#jG|U85EH?0MmDtH7)70|oy04s&M!
zqTRKK^`^S$Z^Nut(`@yMAEV7X@b(0pvss<ws@{!$C5?URrl>mlaGiG#hWN#j3{u8F
zuJ0dbVna?I?tk7LX0b>o1oKA+-NFDE2DbULExI<E9CrrtF-+IVdRO1{3d?`~?eD)+
z$O%UYdGigSh*)#Cn#cL!=phJV5@)XTyIuE+fW!RbO5r#E{q%p_`tzk<MSv^-AjsMG
zh^t-u<Ky#wT1exNeXU9@heUkEy|BxWZYo`;Jg=4kUasN_?*+JWvj=J<R^?v_g;^Rr
zqp?qezaU>j2ZTNjG3_+4aSh^Ekx_m6iDKsG;jO|2ku4EIYW@34sr%E1QtHwq&O!W4
z()><7R-!kRkh!`8`}jpm#3CqTKc55H>M_Z`Fn`wRH%vg{Vw%IR=fhS<O#o)x0B}@=
zrDT>2vj6Np0=&f_`@_GUzWI9t1>aO>G4Y#|m`s<q?W@`S0r~!UK7evUTR^h}Ux7#G
zyXm6{e*X96xAo;W%0l`K9@umuwUYXPRi1r)QjGxnP!aSebFiiT?@zh*HR-g8RBN}j
zqR5Ja0rFB66$FygfY0IwNBGaHb!d+8?NV%A=I6Y94KYjw?4NJ{ejO}HfP;_MVTy_c
zY}ffwG$r`m+tDwba9JDYAeQpC>(9TRxn)>f_+UCWpnORW=bk5Q)IasE^W^d^SN=3C
z12g&9cHxq4zMb&26huN#Q_sB^kMQ0qcV%n~I{DcNW`Az<$-Ce?%lO~V`mg(b=JyGv
z{`bXqfspq8`%2Lj{EaFpqQD=`N^X4t`(<C#9Imo(7e-hK$3Xsw;igEr8CZXhuG1B>
zRmHck>^6&Zd#>aXmt{SNWjwmj&U4zfA9^x|B|Hfj>c>A*_lj;~uVDbc?TYTtkoRb9
zZ||Rbl#}N8tOTR>#CBv!G*mQ{v(H%!0ztfJBWkIZdsS{*R9K+X>jM+TsHk(Fw0Rg#
zSVtLoRh3j*JCD}d5B1>+QK`y_-7xqc9<37->W=)fnf&QY|2ky|#Lwk5fx4U(@~)O}
z-)(N|;?XiR3{#q=;5d$1>H104YAw3&ZRk_dnZO>|kH}eDiwk-)K5n<R=BRFMjlPwe
zQ!FVZmC3=*9x=xQzbF&ysG~=kbr+rlh+3hcx61L6X@33jlcI0EU2MWjR_P|E{2p3$
zvinD|itw`#_x_6~E|C-B7Y{yDk4?mu>n-@egoM-6KNA`XjcZy>;jRfC<`J!?;T<j&
zs&limH<XpN-QBC(+S?WD>zCKooTIX{^G~0t`#HPcfU>t2(7nCP8?Oj!hFi2!3vcvS
z);Kqp)mN`1tp?81JfJB|%x7cP5|QSdvKg>-^>!ZbBC}wPKr^&!&7Sjp(RfN?U#n{H
z(cP17<A*0Oz%tJ1>59_KMkBe`*-k#}HxU=i%9FU5v~1eDc*L}6^Yj_s>x`O}d}znv
z9{Ny)8Zp#x-u$dwU(c|%xjRu!o~68082OX+=Z|IMFPlH!al}w_D(hy94w6JhBlm)R
z5EUY_uU=&~94PQ2_X-3wRa9=avXGHcOTFCB*Y3J}X^tAB%9Pfh8<E`8dMZUR2kB`1
zAISKpQ+&S-T*6O_U7+$&_WN}dUL)zfQsSY<*1ngS*(^J2wo0>9<}B2NH`bJQ-lnG;
zXHZWSS{ll=OmcopE7T6!8AayJwY;|B44Ye~#hUV}K7MJC7fr*?3&&VROl~a4J8g`%
zbMhUpv}+og_eP_91uK){qSIju;pOh_4&J|3%{zQus@B%!O(PWT>^kxE%S8-hFJLJ~
zAEYmas%e;hbdNAT1yRhmjt#qc5=T=+(*fGv(QvO?(x+L~aH)S^y51E<u530t|Fcyj
zQApj{j>MP<oG;NIZX9<$%AY!wMDlA}&5Ko>XvdS|`bT-6dIm=nigykJ!Aj|tZ1Tn`
zRL^!gRC|u=P*TPuR#H*n^JDMrS<M9dP}9e_^J?egSdi;8CVMvXE~4AtNT#PLTW$E;
zu~<b_gVQj}$1h)#E~mX?_=Lawb4;!B4+v?Iah!28E)d%vb%mYtWJIZm5;mPhT}Q)X
zT(U`hXt%Actv7eE)@g#8D)JFrucc(j2KeNx+#6u^+V;AJ|8@J#MTP=D2oDjFN2{@e
zz)mMfz3&uQs%nOgkzU|!0|)n7%m<O9+9j#x%;8d2gM8dA<XB7No=q!%Vk=j;0*kKK
zC?(ZQ{weQ9$_ZhGyQ0tgnRz9YlxDK(p^&GRn(_e@lqYjRjyS<e+94bM#IJDSORJ_@
z7+$3W)d8M~<S!!Wz1bH!M<zPPcJ*oQew<K$_RJ7J0DE-mR9J(;qm4-anxOlxX9O97
znD1*LCy7QlG?L<UM(R<C+12ZsqUibHrO^2N(!I?~+70zT_LiXOUAE$3vH1oy-^#4k
z@7f;hzNtTQsa#tNGUJc`IW>j(rQ}1~&7)s(7uuh%{pNGy!NuAOkenny*lI!g1CQrs
z8YnLk&5NevOpf^WFHfnv2i6eZa{~h5%B~&F`WjKyCK8)pRz`1TKEp2Bm=}E2!kL#-
zIg{CJb_*7(Kti&n_BbWx`RO`J`o%)h`{N`e8){F98FzQxueq`2kdauUGp%F0djvh|
zw=6$B7m9=BH$1`daB<;|&cqS`6^Ua-9)F79V7nci9~AUeDLlEz|G{%_3TnDMvAV`S
zVSWumL(J=GB1BMgQ03f=9u+M#UD07fHUOPeRF3$SRq`($=7;Do0q|Q!zPsBjCtrz|
zoEZuTprO$M=5sK^WWe3ot$Xo`z-}#n(s7ato0|UDd77JDG@cfRf>r#SoHYGz0D;hl
zm6qz(89(UbWRb)fib{lQsOY3E39D_c&!i8(=aRyPCTk%OXdi^rBO)SZM@QcF-d-t(
zx(EH)t~ryQ{_M8~vEPMHx(Hx9-#{+)d%?-Utts6?lbJQm1}vhX87MVUPEeIyJ<ekB
z@Tle}OPBieX`F;~OVw-T4(c3SPs5a!>bnl8T>TSW=5ngOyNQe%@Hs!tcuk5Hsa%pY
z$M7F|X^7j4WqI!_=Ui`)BqlTGfN{yl*AJ%l3K0R@IJ0Dm_qH$K{CvnsmcQGA^;seT
zl^_*f>Q;3+X=L{(!NmK(1(Zx@IKX+A@#U-aIz}e>RHVF%*K@WL*A}oqU0hYw$tim9
z&>Qwt!a}j;tM;c)VvZ;?>zm!6I8X%-O+}qs{$9u)VGJ`<E4Y;l90}NF**jx`sNvR~
zHk&57RPqIjHSiBF-B@y!1s=w!P0iZ8P1@^sM2?@xj<`+b`eNk|3FJ(U)P0!_qJM%g
zM8b&xW*xVLg^k#)gy230WoW2)VPs#goNR}xgKF-rR#V>Ghs5@%izRHg`_gi_pV115
zAQC@&O)o8(KlLaxpPuHA?O;haNns!q$n{0~w`}GR{hNCQrxcrQ_}Q~8-WYqlwp?Dk
zAD$7}M}Jthm!egqs5Ou)0@mGA{6rOhc`mbVUumu}RDctJK1h_bBE_ZPG&B@KFZ*Cl
z<y7KX7!giacm|7%lk<@MQKZPYES=rKVT^3p$=uh?0CJz-*)Lr@13e}~z<wb;C56_W
zlBuD#c22R%(1wQW&!4?0ds>x6J^w%+3@($9ZAZj&ihK0b!X-sgxD8HE&n~16zC+WB
z-In8(eNU5kvA+ayHJ|Gm;`aGVhWX32TbNTFh3fB$FtIQR+*jJ`vT|L;*8QQxo2%I)
z&K$yo=PnG#o}r-YRn@Cx#D#acT6T@E03aba{zGCJ>tBAI6i27}@~Yn(6M41=Xjb++
zcjCA5^@9tnE}b|QzpdvimmnHUAUVpQ%@zhrY@niXg-lo_cCL;*z+IwZMt)8&<#qlz
z0*g@3z9W8#h9dXPQ(t%YDq1LXX|T0GWNA1eD@pW0nUibWEvtnJin`LLFHEB~%x%Op
zic+WV%lTV!!e8q+Z+<<h_AvLARr@x6u~4Vn=-9(E5ik~*^CN1}y;)iO6`GVWSsFy;
zk7BU{w;({X)UcNsFELVOsy3$g-)$lU=65!Zz~|+ZH2Hb?I)iVWPG%gxQV;`{F&uJ%
zGNDP|!qT&yHwLXTvy-{l<-#i~<3BeZ_GLQxO-{nC+cI=sy+-`}Y057sbRDG8oD6T)
zGNf{x3#%EMsHhBZG}O5@Et?{hS1ubp%NfonlJ)-bd&F!%mV+p-9QgH=^nAAF6jJkh
z$rLnCllCs@M)l!<Dqw!Sdm%C#Tb>K3@84ymTu8f{&fl$m(s{Y68qPk|L~~fS^)|`f
zuIk&pPByk~c_x1utDnCt!Lwm|T99iQSr3d&vaS!f=s(1rI3S264`E#qAhy-ioSb*Q
zutVj<avS}X=YRF6b8sFS$(A@-_)1Ctk)!Ozs+c$$AAXZwN!1}Ye9N58%Ko(rYbNLJ
z)971(Rx8$dyv}j8$>FA9bh@vaT~?-VUK(L|jD>;p%Xbq_`_cMv!ZbTh?se35?n)I>
zm^D*ckb|0<HH4PD5b!K!S(#9?g?Ka1jm~{KQx{&V#dmhqHjW9HxN+@oLjh&^IEHT*
ziV8I3<j@C)B7BZ+k<y{~ykB?3ne2)DUgW@KOLFC3ms2v+si&RPZBk$W8B+Q=xVd`?
zr?&Gbnv~gsefJl8W>!)(Ai1rkYL+=tfPzp$DRaVrGYEY);^tP8#-8O?(bB>^Y}Fku
zXEpHL%0eDLQ=p`dX&W1p60IiY<j+dCdv{O6;N}@q{&>8|1hf*}2fl2c{j`*e3VKP|
z{D7ceIhrU+wZyf(p}5u)?Tr3~vlR&K245=o?+5tkR2hYe9F-RgoDQKUFU(c<K<@Rq
zDJIkM$hL_k7Qq%s7hd@msL8ciy?V84J^F5$R`e!<DyZg@>zR+|H058yC@;{d31)me
zS>{O)s@$iR&CO=;NG~;F(xkp;FJj@537LT5gCt&6EyT%tQ$khs86HZV*Uqz0SgbNp
ztxR%_jWt_h#5L1;7Q?qRn#hu0uA-!5E`>U;qHmLvWk6N5JO=*~^_k1(iE``P(@eum
zfG8`*Qse_P*94j|qc&ro6VFjfUm5)+hHJU=F<4GGhf0iMV82;}F|#att`MTcx?$P#
zmlFtxj1PuTn2Uk{h;?=gi>$k6Y!mC4ACUa3K;+{B<msYC=}=^NoD(MJ!?8rxx8B0=
zTh!XDQc`F0WVT7GEu96%+zwR;v?AeJaThq=GH;7Kmqmqsz#}-gIAfY8F=7r+@N^Th
zI0I3D$+gKnf|2B>T8D-T9H>#a4?)%WAPa?vGxk5P#Bl&emcAJDElPVs6C^S?*!0fw
z7ksnB_umiM5PX1B3)(F{q0ePu!5Tu(kQs2*m}0!OYfkU<<I5!eC!>mwz)ukhN=na2
z=|yr6iFr}qA7_P!Ca77-#)41-XwhGYeCy#%Ht;i`1W(Z-DOJYM%xp%Wog=PU*87+~
zC+5*k@*{k&u!6S2LOR3P^Vqdl*8LU;V}l9p{%%+b4Dc0NxS$$<<2<m2ek9p^tVImx
zx+#X60jI95&%opBs~oGqvWdQ=xiY9Co35#&kp~0+YS*_w0}-b=Rzox&zIvAy{*FCF
zLQhrue#u>;mSJ={#lHkZf@)yt$XdEqhIEbFTI$mHHtq~)lU(@0fe2v@)zZZCak^*v
z02KyNb2gg@&$^(I<gzH&i%!fPt`b&scb9T>a#B_3db}BMp?7S(h2wVQ74Aig-^G6I
zV?7j7^FnY`!$4VR9g%Db7hvtQqVMyiLl^VH!+E)mpCmK5?Oce8jz+eWiB&s4_*yj~
zH9D36^RXcdVH|lFUS{u`70spm4S7MU9Yp374<2)V%9DewyZwva>F#q>6Mq2NfM<|p
zesn8tU_njqRQNpl#98@mb()qA*+}~X89g&oFRD!7;r>=~cT&bhGqY(>ps=%jk-sY{
z%#meL?9uG}Q+z+YzYQLhT{xmv=00+FX*>}V{*4zD75T3EIg?YL|BswXW6Lg>!BS9v
zX@<f4Ogu$8fPP`@>&Mc6Jr(b$vn!tTKovL~kB;8tGAdDS_Z`dzl?*L^Mo^X#T0Q2A
zAC*E#h2>vDBLq=LWdHAm3aJf4#I;j>?0_?RZUaa*dcAea?29#5<SioNeYOg183KPQ
z;N0iD{;~IahD2kcm_Z8H2pYLQFg08*tk}$)NpkU*8Ym&EoxOs6jz>xqNQwOTKexAQ
zI$@w0LO9ZI^@prwzb4|HLDo^cHlcpcVk0Uvbl-j7)3e6vPrNE3h!7KQl0{rP=}a=p
z?DekixRbABkC&vL9Xm+}Adv5az@G%OQ;H>JWod>>I5lfrvN^f9WLP3(Q&a2llvmT9
zoq;b@BhR*Wbv4fANTmP#NnyEwrm!9I&=+>e%+1M>^r=t6Pw?nZapSXueeX$QD5y@Q
z7|ivE>V%5&Nr5v%95srKc~4lZt#5WK3S7*0fv1Bu7Sn4ftEOT$*>4rl+`WVLL=VR!
zUQ`I_x4u>fT3$9a^U~Z*`;(Lsh>DLQuRU|Y1J(ja2qv+nHxf7pDCZrwpQ_p@$ZVo7
z^uJscrKG|mofT4g0H+WsD%R1_xf#@K;5{X5)%V77%x8hEs%F*U9AqgG7!jlNrYG~N
zvGbx%#khxS-3;T`zOwc%rN;$UwDuD_cQ!-FB5pzDI=@jHE%gNz6{tymXfQVz(mt~<
z^Tjl+`y|jq{I-Gy&UUv@Qbb#BFFP*{M&$tuoo`MBE3iZWfT6%~YQ*S|syFO+NC6s-
zr$;n=`{uYb8kKhm;N46iHZorC79*qUX3$E;lZVxF1M$*d8XKGE-a#P5)Z{;k{EtOs
zK_!gX+a(=y9(k~dA5yIx<9z^qUW*jr2H@^`xOG$Z+YhGfjn(i%Ij<w)&A{_LQN8;d
zV%%k!b|(u6u$9-qR`O@0q(}<8WPvUzh3!NvM}E1)G6Q$u0wtlU<8wDI05x7P`aEAO
zs3*&w^pb-rHiwisITGw#-P8k^+v5yOjYmpt-B>Uh2%pWP`iZFjqkXm`VQJXp18Jau
z>}_%}_1Ee7BSMz|=X+VxA|JlB*wM|JY}>2utCv;p4Y!)1JnSn(s>qL?q<9d>V?nuK
z2~N$b;t#emfdnbeKRbVN>Op^z{ReZSdlF(|%hK3C;uIWYV=Go3^}JS;DMNV%IywbW
z4ELnncyV(xf8lJt9&Wh(76ig4J+Y(YF<%u6ce$-sR9}K%<?Wg~w!4-^-k63LsQ?0#
zsM~R7cm|hV=tAN4z{0OE^=eBE?T&Zj*#rMVDA2M+$^?*G60zM*6NM*vAm{|3{ouo$
z7u_oK6B7Ga>my!Y#23)bk`jcu9`aL=B^Ak+4M`qed5(@G8%3@I3sE?qz62z()wj$#
zQ{Gs-NWE{v)6ErX%$j4o){(OWnfPjXAc?$lf3Q#W#$=MCgM;<6niD7qzCn;OOMm<{
zXv4oG{x(-poUykhIh2i)GxYP#;o8q>YPMr8`gFcxd0;{LA2KwaJn^CBEiPUDfQp36
z?9f4h7`wi+=P|cD5u)kf5Ie3{riweB@Z99M7uUfOLf30B)#4ljgh=IRyWS!@cO$^7
zV6I!&n>X=;r(OT;O?={nhB*!Nv}ISpzysSsXUTYe#@-~+d7wezX`vZ6UI-(<`*i}@
zffs(W`zJV|GP}kng}N~Xb^FR+Iy!XE?7c$%`uJ#bVMNvr<GdIj*Bt)X`46l`IH9s|
zetY&#e1@Y>X2h-7j__8NA)DLNGQ$6v1yHN%c@o!|CM95v?;DrKN^k`RwQn2|)0H3i
zd&dcn9PyfH?vt6~)0HbMu^7G(ntsjFB8Ka};$7yCF3S9xjuA$UB~*s|@Af!Ab7tuj
zqNu1SPOFLYwu5expn?ZnOoA%N|1254;L{mlPEd({o!L9KaQ)b0me|%iyy?H$8}|_I
zBBCcIW=DWBK>hPAwjZZYm0zIar&k61G2KM4pzLBk71wxyEFdk^z13OCfD4Yf?cWr2
zJia9*LqrS3J_RJr<7Yt8&*kNtfZXlwds_W0W;5Wc&hP1={o2}Ez^*>|bJ2z$PO_*{
z_0_Gn=(Y9douo@}W%nvYPOT+eS}1?}Sck5_S7;hAQ@{antq{}zM&5PuW@ffIsIis;
zJx`r*J{vb`CX*B@KrR(yzs`a{`Nt)A2ZWzfTL;%SQ0kPK+rHmo6uiO8TI#WNv8Vff
z7_H#-2Y~<fkUujI0}?2pJXRgmre;ZBHT@c5UXv}Q{mI@Z=G;EIj~kS!9vhS>2Phl$
zaAZ$lCfs!HVRTafXWJN9a0*6GT^{#wtz+;x-~<`*Iw(UF>uxKp)C%F|bSy0hCkm>N
zjVWbf=asRket~-R7hO@&cKyN^1T5F1r{dgXgE3Wk4FHMa?r{0V-8QV13g<&=`Mx;W
z{)2Q|gHk?D&Bf)Y%E}2FYSBJ2qWI9?x#tbg3xL+ga#fwGhaW29tcJuf4#aKxM<yDi
z0BR6IPgVHiVGSG5i{{)U$_YX2Pb`k}147?s2NPncYtCqFtv=eT-XJXTOd0CX+tJaO
zB<z-f=ivxq%OL#u3-671J(>AVcN4@CGI)RsRNp+cwQ9LmLLT4AV%S7Ri$2YAaB|`*
zCs^kjLn{gOBH`Eo2osi*2Qu_O4h1MwmH@k31cACpP@O$GZe(WbQC|L@`{Q9cp$@zG
zj^CfZ&AimgRqeG_kx)iRd}v-uiVi{4b#yCxO*Vhi$cPNIL{Nx^)i+0bi`yOtpV$LK
zFTmhRF95I0KQ3;V|I(xWe&@sdVWm%IiAgmbwEYGJMI_tJy(fpi#u9-ds5#+NDHE_>
zl%jK~F(XrN^J{7Q^z?Mz%ZX6?joE2H{5Q7t=?K|byJIe!GpnV2DE7*|?!N!IlD$W=
z9X)uMf0@V94Ks^bPQgK$M*l=EE|-fX*PvvU{8)9Rg$B;;d2GLbWU^5Kp;$2n>$tdh
z8}vcar%t(Wf~}h{I=D~R&%KiN=^sCgoin6|e6OoNls+~{Y&?wAR!O_dRD(AvGO%#I
z?eEMcB)=_MtWh~GqJNcV-prZ4%%o;JgL8HF7(eMC>O2NJLnnHpEa!tpkoZs@v(a+*
z9C=T*!}8^$6iD~W|G9=?Q;S(-b0~3{@w5+N4Y$84r%OvB0l@)cJuP7sLPA7{av)L_
z3>TF-=imH%2wP4A6=Yg|Z7myD8cI&Ky@&CrOasul-l*QaYtU@jvEy#)y@jhWbkN2h
zQIV1Jxx4L=F-B=v#@L&#0v72^snC7XR(|i*X{9mG?H!i*bNh{XhaR(smw+nSvm_9z
z;jHmEB7xen>wj9@27-zJ!iU9<$)pS-?4UX^;LD0{K`$#=k=r6bO69i^Nu$i)LUxT`
z1RW*Xd++mG(DRsXv;vLP!gjK~%fgrxUF1%mGw9FIL9<)Oys*TGUwE5zlQP<TA9&8J
z5hB$hDG7t=xi5{qFB~1CU0{)<hXF;z;p+H#&?t)kSxW%segPjfbh(Ovfw%_PGJ#h2
zXIpRnJyjGU9Y8)<$7&#6Fj|ycNgr|R65ThcDXfcjB?fv?=`0^(d`A{RO#(G7zYY9m
zL@UTRaOC2<<-m}6OJ|XkRtl;pd@8mfyr|h=dqVhrXQz2O6Abh~H)9+ogMEBgvg7V~
zzRgk!xCbX4t`e1{@t7H!t~N$6D#j1jw06d$IF#+{Dh=uQ8Tv<uUhttD6TX_OM<g;@
zlKro}?Kv_{5KNECC$*doB{nUm;sCTigl@#(#aU;&(rGG*aG>mz8Tb1fewaxi2w#A@
zhScQLoF!Yl4S)}Lw4xo@^TXYe<GE#b6IgYK@{RPS!8?FTd+gayus5Vg0%jeX{OV3*
zhk5VFifwmvA$If2iwKHq-}_Bxxo>my*IW>=9$LF);H2qmAXFEckg!unT}=FYNZ=nx
zLK||0X;=(w9jKi)HY;lgr54bLX<b!aLl}lM3DCakXAXKgzw6YR<K=#!f0A4(xBRVr
zJl_@@t|wY4=*6R2<-Dw`PalYepnDhD?(%n5PAv5_j2jlsUa<h;E^bcHau&@fUWiTF
zlUC1e0#(Wmi>RxtY%D?f6Fc;(0c{>bTqo^y?Y0_;!vDFW{FD@tmd$yGh%N8%_wU#G
z8jN1DC@*FLF-}_MOk6+EVi6TyMOsCo8KCw7IbJa)cqJFq>)>64<kq|w^MO_F>r3-#
zdiL~o&Iwcx14>p27S&u4>t|eMD0=d+<{FfE3A9;zg;(smXSfu_qg3I-uQp1%Di<1+
zE9Sx-L{WzcpVpqbT75%8Y>EEoR-!j9=GW_1$N=wWv#=-yp@fm=2~bse+<TO5|1m5Q
z)XW`wrrwnzvOrR&ptbIals6$j87QAa(8Ogq{R`oni$UUZ0sh%+K+WoLKu|EZWT}Fl
zM$J{R{$Hu8)j#%bNMlcRDw-t-d%oqS9V=|@vM(LlAOvILD>^<8N$oMO#ydc)<=;j5
z4g4Mp{Kt7i2w_w>vXz*-XFkNRG#Hlm_A;Yl(zSe5ru69<Irj^;xcOe9z2yd3!e#~r
z$-_)lGFXgg^9gld`l;7|T;e7`2p1HHh_3!JBMI>MRf|IIdDV29%<o{=x5}LlObTan
zb&Bk2>Tot3k=NqUU_;k=3N<`lYbuNJYyJ+q)I?66%K29@+IawA&o?km*sQd!9M@>u
z*OqIYA(oumikE3KcCe3LfD|gCn57BRP2Qjd0Piv>xusuhWbo$)h~iGFiXZQPO`m_I
z)eO>JV^%t$rJ0$LpylQDj>TYDetXQRq^HNv9QAXK-FtJ%uFxQvkUJC;y5+k%l5c>P
zDq(r>BuB(~Uqs#lh9So)W)o8(VX2&3Z2hDJvp%?ftq?Tezl}A}<=Z!mq|@2?81aaU
zs~;UDNn;-foAW1oD`Q5U>VUz6R0i*-?>`Ig!gf(Czz2c$Vcm~^Q9Xre4qWJ0bsgnb
zJMyVLe%5Bq!8D-7QGn1YoBi*(oN_QR>JOy0GD1svYu5!T>LK^=tc>+IG(CP=-2M#u
zGgxPP#nfIGuBKd=oj^PIKo7^R&gu{KPku(X4;}rF4p+^Y#bAe{77x@Z&#~V$o@A~A
zqL7NfSj8jXWZzdnC!&F#Um7jGVbE9VS<K+E$f=lkC0jOT%Q|`?m}W@RMB1ev&_3sF
z?_~D(PJT0EVhB)c#!q`l=xM9M3ou`FD5oX=>0MxUMJj-t6gjd*;r-q;K0Kn7@2SK~
zyBhbGzYC5Fmiz=Upj1p(zF{;qGLrrh{pD27qPcv34@EvW?ROOt61k1<CdaBOZ!5=*
zp4KHK&}uIhzDv?U(V9H$dQp*X5&F1pw`-`{WL&0tWjqMxrb0-9iR;_jeezufnK<f#
zo{8k+``e>1EtZH}T@38c?pq%ytv9jaz8F%d7vIX3YT&uqZHE-GxcBeAP!Oi3{=OuT
z1pCcEmEc`r8o$N(MPs5q(HRhHjy(C4o)Q3sYHC>oWtAWYfKJFI#$l<3<0T!Ikkhb1
zpsbM{Pa_Y1U{-0x%H&IpiX2Ny9PgJn&WBAJk5Ey}Wx5{2v>WP>CA>--{eA2X(lQT(
zEqG%$7WAa8L7s5#@=l&_#b&kj_LdJ}1i-w&(dIBpZa5}&*Vl+UK10|JnhO-14j07~
z(Oi*K!lTzVqytY*2>A`5uP|M#v_C%21qM(+Pawy2MWv(OJf+%o;j#1WlpzYr80+S?
z!@bFTgSHYX%Z)D>Fc)&3WXbX_IDulIgpRv;CV~{2=358X1M>tfP;H!ZQ}qCt-x{mT
zg0+R%hWh&ljk|3k4(EUHM8(CWkJ!;XalR!%9kQGS@V1)shq~xmwk!#m{kXW_<z6O9
z9&rJ6thzFx;#IRopzW$0K1heWu^U)8ZL8bg8mQS&WEJB0ul9C17(09TbDDA?f?02K
zY}*sa2gDuKc?}-TFRwv?A2BnV5mJ4$PnEib;{}5BD7w{cN_5tZ272kK8<_ft`t|V&
zA%)o=O(AMR^Yc>%>3`2~R6s$U)8XqFXXxgh$>4s#DZ1Bf3Pjm-lhni@{FR*9BmReE
zA{(z}zA_Lr7`}a2W8=X_pNV>uH{8g+zD|j!u3C;D#N|dznewmOpUw$=9eFvQFdlM}
zq9e}81zX<bk5@zvFe6u4^)&VM^Ek6Mdq(U#!y+Pv<}4*j*?20g#$Gq>InVQFTIc}%
z-8C>sLbMR!t-^C)l9}YS!P~r1+^}e;{H)m6*cc4_h9bX|ce{+jR&IKKa4TJ|vk$m3
zYjof0!t3=dm);A$4RY&O8*r@=?s0Htj1*>JWj0s*z^9fZNN)3pIG)d`Q!kG9u9g#q
zhK-CYhN=}(MjiRD@rXhwvov1~V5ed`zbtHry$F14AxvC39CSDd?q7-;ao{?#$p`%!
zf^;|LJu67)XThnu^FVG}m~UD!6;;o8Wq&BQY`1mXW^A8Zj2BZ-eOX87Yceoks@Io8
zHz!NASBYsJ3ziOL5HHtA7S&ZDR=9?97K-Rbjd3onPM|s>?L9uU&Z$4}h_Tz-ytz3K
z&C)xz{{a8Py;6tt?`Zw~N|5{iga=z?&;+aBGp{6k0V)F9$DhLE1V-m{Bua%mZtF4L
zKGM~z%miJtcjllZu`>`Rcv2K$?CEoIG`^+kA)lGCO&z*WM6-m~vn@aqmzR`ZJq0HB
znjN@wpV#i9$;!U>4{^DOCX_Gk-}2sArK($->?h3Iz)7#m?mb;K2Ze8ct#He==qHCQ
zOdeB(<!kFGoV^`gAxNK%?;#=OZmU$X-wJdOyKGB!u5^xMuSGV+WwB^g)>W(zI??yi
zoK#f`n?!&QfsT<mercPZjd{9^MLD>C!)n#h$?QApa27$O1~^~8=TZsU&#+nivq;o4
z={?hVeggVlNshx5tFXKq4!V-=pmpf1a$y{i?|U>w>;8d2b>80cF0~2ew-?GH90E&3
zYcV~c&EK{l&Vfbb=-JU@QeQA#YCp}V0aEbEJy+pbw~R^cX=}G7un6yJ=Xj9q<}2c5
za-3c^5Zpu+bm=tn$q0%|PEIk9(B|?hjgpzDsac+$3JC)h95KVL8u<?&58qFlyzwEN
zW01|e<{H{nH9`v&!bgQTqbe;11`3)dwICOT7Zv$49Jb>;Ha@k!rld(vKOMERK}pd2
z1;Bc!k4n@4Z%hHvxFd9Om>JTIRxy@*K~Q9BR_yx*Y_YJ_a6^yXU0p}lDXv!)^WRe=
zJY0LuGB1gy24T0l)k77d8j=Za&i`Ztts%PChx7P8ex8>14ZDG*_v?%3z7-$Ou;mZy
zOm#<X<&LP#LDDG#{&RPlA8y93Y<~2PxfaI^rm_g-1<@;J#Lh}G?C+R+v`T$)7gL~j
zfZ_v2c)F|Ufxs+2p;P$z^OdnXu5ZqgzPSUx(tSHHP=2#nTX=IfMi{iUj0l22(%6d-
zG*KB1z!idmIpUIqk8MzhXr8ol&d^$z5f<xyu5CdFO&{BL*t}o2e<XdlKAk@e8s7vL
zMU-;uietob#K(m{&9Ti!#*A!C<7&$08k74gm08Dp+Rq&c{y{%5*{pX<w$yx6K=5Sa
z2~s#9(lYbO4glH$nBgQ05=|Vs1cS2&G{TaKP{{!b>I@i`fmmkcxSLtUsQ#|QdA`gD
zUH9tkBj&g}_5OyQtJdjL5Jh8<cQ`n1_pdDPO7e(#Qc6h+z63I?hK5ESp=z9%5E_^h
z48H{+0`RbbvUU&T(q3cretlOT`&Z?L!%enVul7JueR4-3iosf>)@B4cT;xi?Tt4SV
z8A<LQ)xY&=BEG7$Nj2}IX;SaiekD+{F1!|c*!LngNTPJ-Nxx6sK^NmDj+I+`8v{iw
zR!5_KBVpc0V9G1swoVLb*}wvX`&Uw#aywI3MEAd5B%}<cQ-nf^P?(nsXfNO@gZbc{
z?gZ5fC`AONQFQO80GQ3}Pjn4db=F7${L@<Z_IWT?%QL8@*(?SChC#1aD4#)Z1ePxh
zrjh@7$vg-k?<Xii7RmOwnB$?$)~lXYpOCoLp;)U2mY(0f6(W9ZA(qB`AM|Fo+(VID
zN`sWR*M4Be!Oqp2R_WWHc07<5P03lIsjW~jsD&CEhdste3Qo^bFRZdQ^e~Yr{dNh^
zz6%xufG&3AoNsP8)HNqa{U-E6{{oLuI%u<d%=c@y@v!w6G(gkA^a?1YI&(1vI-kZJ
zjr(n3iKW$t9Mnum#F>8@4*5vlBiHCIC)Wlf*m&pO!VAFt1{w?-l)zkz#4~c+PJ&L3
zHDH`C3YeH*Yxh{FBf=rUL?XqtXXfEvg7T&IUfMt~ozIoYu5f!6_WTB7xc}Zh7)ms-
zuP+~%WBVvXP)J$}^lkTcb9z**DZr2bA!~;oSf!17*uU`co|PG{6z>JN|03`?YDszb
z@(KI84Z8=P{hoCqqqZM#ZQsV@V-GhwpH~5;S{i#gP6MP7F}-So<YNo}vm2q^SILaB
zQY3i50I%)1OtMYSETDekN%6UFA16~a_&mH2Tn?3Czq0jV7ULlI!8f3OUraVe;mut_
zz!AnoJie#$P+VC|e{;?^eX0)>!`fXULW%@MYlzxcMb#m8`EX3|x88ecNkh@Bv4w&h
zDU3-)p0F7rcvCL;cX9fS$JKg%b_BNG=7ab(Y||EG>GWQCcA=aIS>~jjhe;UMUa7sS
z{d-#C^l&Z65M#%`sPO~kFUGx1Fkfc|_IK4r_+(f_)A-ku6S9Pt4<3QGKw!|4r8B)m
z_{QKv^^Nc8$2~8$jW~ju$L0jfNmhPlTg-NK13@ox=YS0Kg7+H7rYH$rcFT`KRPvwQ
zCj?Nf#T99{djB<cUwDeS#bt3HXa;G%#{~e%zdgrckp0tFQs9KuN8x<GfkQmpn+dBv
z9zQQFb9y)gv_TgFcH1|;d&gKyG(1h8;v*rF=6emAO*{vO9Ai({_dU2*<$g1cE7!HP
zS;t&gnmrEY?fH&*dI{4#aJ9sn!o+i#7DeBly<pvJGKygr`KrBrV3$x^s~>_stFLmi
zAQuc0eZE0-GNnoANd%NYha)0WV+?h3Z@ggI+~dTx4Gpax_wuSRdTyD|0rDCNMhzRP
zY|DN#>02pd#X~kAKp4v{>|c+&FTr<r1h-xmRjWLfRR8tsX^&HYHhz3xtas$XOxsw9
z(WfW1z=;fe#~u>~ZJ7Zr>v32d0Nr{+&v|Pg1HHBTV4Ip{G@u8#WfP<6vnPvO<Z6#k
zR=8yrWw_xmATeB7HcC^DvFW|1Y?Mk@#3%=%s;&BxKdRkctUHZNU|xCKAaC}_g_#I+
zF3f-sMQ3M_LweuPWAl}6Vg1K*e3?p5>Z^gjdVKFnrh^g*X4`wQ?(VzevHip$Xf^wE
z8Oeq8ZM(=@28YLsWA5+tH50|Z+q=SVBxYKH-?CKtY(7ZznS&(fHfi9S>uns@KcDOL
zbAUkkDTyw^ub)dJzkKHX`8VjmwwW(fT8;cKp)X%TWI0Tgt9^Y1JBrli@fbWNPrZF#
zOqrp2xoUe<SyTJFh}ia&&_UkLf;SIK#~D#o!M|3X(lc~6>(p)C_afX?i{oxfn?tMR
zz9aVrbhAZKx7c!t89anA@4Sp`Du&*D_~n_5*3`CDgr2AEOkO#d*lF!r30kk;Y#n?$
ziqD;jR8SV?8h#aKymaTup_}nA-D;4L7=;Xd#Y4Q{WpZ*XeYv{VQlH-BnRql>HJ?l#
zn$6bHq3Ezf&C+DCH39c|x@vHDTAK`8*>xb<QAcL2XHV38L~+ftT8aJ2f5O!dk=CR$
zyIjA$`(b7{ceM!X%~mnuGS=silEL7<SpH#y)i-37@fwuc$nEh(x(Ye`qwc3vJi1g9
zVk@CN6p9W@Q8G;*pPf;Y;m|Q}+3n$<>5D>}A?ci~$KM+(o4oCcL5~Y5!FRI;t=r3u
z;|p=JP~w|6Cxd&p1DrY!y$`-WKa-Z5%Z^G&y99-^bqac~xY_L$2+l{wPn8neK$Aru
z$M=<3UXJ~mVTp|Y@U7&H+p$~y>iC9+Us=uHC0KbzZfR-hJ=8fl`<AZ?3EPL_SaZf}
zSFsFrPJ9Bm@y0K2yQY+D8Db887M1+?&_BhAU81tJeW5P%{Po7c1$*qg#TWyYu@vd$
z9IB{>wX(z}JT*|LUtG^MQAv4qA*O}8fsfh8YxUDz<EFQL4%ctq%o01W7TNg4xf(U)
zDi6&xg2Ulc?~{*|MfP?U9F~Xno8R>`s>`IcjJZvjkdr%f-)B@v_{&2e)&l`9#s&8h
z6BF<5<`GZET39p*D2;IrT!Y;PE)r{z98W`S=&Ws1JpSh0#+b5<rza9@doiZ&N7zmy
zw5usoT;z){GUZWW;h8DViCxnJtbkomvH`|R4)w11&|?)VE_$^$Ihm5qo{s~SAcnNF
z3oP<-uXJ0@be)V;w+~SEF<##}_%xD<{(D@ZyE{&uIK|n}XL?NVD1**;@hsES=XEj_
zj#Rs^9{Y8IOTi;k)pQI2>-C4NJ2SbS>~|jAT%X|zyn3|M;x?PO>#(UzwmCsNmtH~_
z92~k-Wu=emc#)g_ald|R#j}Nsr=AloEUYdwU+G{X(-O%^7AoXK-J-2j&py+k7YYB%
z9U-9ZxM~8Oo0|(xK02s(+bkb)_~D+6e$uEV3q3Dq{39*Xp>=w@Wn<Q&*~)0&EtpQ2
z7j?_hl1zNh+ROD@^3>PfEwpU~LKsD#<L*yiYfJAtxmmLBFMz%@z!(N6l|(Ll+*v#|
z(!`Uc5W++@as!p%gS55|yjs7Jy0af)-$WhSz}>mmB33dzgUtHp{ybf5(wQ1}bFxd=
zSrKU2Aqx(0>Kamh7FOLoG(;mXw&q5EIE^&PhVsAR<Q9^AMt%hk)^Gu=8<WHf!|cvK
zAqiG_Fq>3rl;GaEV!XSC?o$Phv^8oH;kK45Fjc6#l8IL1)w3<p(s$pTol28m2^jGa
z=0ef`CsHAPuhW}!8hy6+vnPqE$0%o$_j7lC`SUA4iRC6&Sq(#Ze0GQ5ym{w1O<pp>
zT|e^nTX5|9<S!FnnuVeo#KGL>GbVH0_j8%<8_)<jTGH?BE=|dZ*9)L1+$M6bic?YR
z@67hym9yUY^=Y+NUYxo&$?IO{@h77+LSWtchY_hwIxncW45=)978*=CM_=8YuT{qW
z`ay^$AJ3J#=GBl=AG(I!u?UADDPpVz*&s_?e7qX=`Rgrz;Fm^;ZcYiF0}V}tH^3q3
zdHQ;J)ou+hy3Gv5=B7(XN*0JYTH3ttp>>!z!vnTNO;J&CH932U(gepyepR`lgEZ$a
zV<40Oyi5$;H^&6sCyS<j@hH4`NH!#fqG$WPcS<7DS%MpHm!`hjFJ1+~LWuVYx7PQ9
zOJ7H(QvHoW*u}*~_;q|G@sCutJH<>Uc8*@T_@{f&qngkT(>x3c(Dd7+V!vLj^6cAC
zVSP7W>(rX+;syWyc$9KL$?H*6*T#p%z=meBdS3~f+MXPMofC%Mwl4IplSPwbLl-7z
zV|;J$Gm5hSM|JBG73ch#eR1GFvjAegeLTj=p`oGolqZDGlG4A0U*UWCqmdX}zaJb*
zXYV6|qImP>&HWc=n+zGp`0S3yB68Cso0DqnuNaA$#|Zw&7ibC3Y*)wrU5V!)<$_@;
z;M55D=iSjkf#8a8a`3<>m)!IUl#5FXrFa7mckNuK;P&F-WRU;LHIOrMP3|}DH<znV
z)liR;Yah%xmF(NmWunhqnk`KpVmbPSwJ;v9l_DI^!Md>fh<$eRdow7(kgX96HI}hP
z-fI&n!1)hFDKhMeNtE7uQ}=_}p@tya3PV=3uz3t&XUxBTZE|2WWJDHLS?lx7f4o+{
zSKJqt@}ncM<_=nTeov?Pv8?`X1Wyy5$v+GI$E9459$1pzTj)RiVWcMW?9I-s>soi0
zEhEnG_$i*vth8}!0ZVT5?($XT8W;g$u&Hea^U7T<CZTmyp`u%eQ54Q8cj~V*lju-0
zE-)q_SMSlffWsoSE1GPHmm5VtSE*;8Ol9E>q*ele`|R5#!AbcF%-Z3TSCe;TZ|j%w
zF(mBC(W4H^9lotHqNhT~U~zGafh6p<{5}eN0s_swU0)wTiEiFB4jmIfdmimQxUH+!
zAWXUZzISlYqG)yXMbL^8^c9EG&oEpQbId4RjJ~5iy~|+#zpYcV@BGpv(6wjawO&?7
z0Ah9QGoM%idsPLI!vQzft%DB-lP^p{R9%c-M%KG`+MD2+idtC3yxsL(r<fd;x<cP@
z2^if&-Tr>8AmZNjVJ_TL4ePh<ZGK!hIits*3{5W(E7>;h86Bl)s9##iO;?esKbSU1
z&t*@`WuN>o<)R2B{%gCeqpz4yddyF|{slSLgp4img55mI3i~pIQ^&4imuY1fOCk)$
zub22Udc*AMHv@EP-E?br+G<J`l%~?kQIGLD643;w=GQBPl8J4|;n@Ix*<Y^HJ@|pP
zP{Xp-L?{o7E*~b(n(VEYs>!6v(R*)n-t}<S3uYLjl3}cK`bX5Mlty05{|b;5Dqgd8
zL~w2mj?|e$e2dJ~UOYokvcAV7o3bB-DEz?%4h=23y61)*@GRMTliE{njXap|v{1*M
zu3l|UcL{9O9!rLwm6Vipa#CM>zdpFLFk$!znz`61>e(Q;{al!kZ@>l-4H&qVU%PAk
zDEQjlTZGqr4u9=Xia88Kl}i@sCvnl^&jlawasHDD_qIY#o!OAjHIR?t4z*9-#txdM
z!zPQn?33Z0`{tbq)Y-{Cdbf?1jXe3X8pQX_YY+Bn?z)VTmjH>VIj@m88{OC45<*8~
zk+>NU{uTB0Jg)g?yO>dURStu;LOl=vgpI;t_4)^pLT0**t{4d~MSnPuNd`=0G0DSR
zdepgn%3(lYEBDKx&+&ftly-wh#?9?Cx8AHnCOG^i7#v*cQ~fga_F+Yk_x9Lr)WyFR
zvnE`^j5>WZ-yAa@knfxO@zGNJ?m+F%%uqwf)rML<o6=2q?o`3|anIz?csmd9iz|<o
zce5t~XOn$6Q5SE@X&GmTK~X#C)hOQ@)qt?PJI-?{IwpO;2+YHHbTAB1+Wwg-Y!lR%
zfj(4Z3t_YU3Dxe?03LPQu4+2q{e=IK`)YHgy3F;^=xFo5WjsHQY%Xo0aUTnxgT=P}
zsl{WB#~Br(n_q(kr}P>CVLr^w<GgcPqL7BqQev^T_pC#gQL-{26es7HTmz99Z#GnL
zpy2Ax*d!onT+!SHNpQmd;qvDt(b4-(-sZ>WOovaed;{(&P3S!fi`)9%r#+cxBz7(4
z=vRu4_s?!{;wjwpTf661+mVb)&@&*+Uu?=WaTa|=cXoF6skYgD|9Hw_QB}CP3sWtQ
zqWI6#A%1b$u$b<(Y3S<G%HiFkDI{aaz`(QIDT(B<)me)vGG7lk_fBWFG5B!+1QKJ{
zz#43dkKO<ttoJ(~E|xW(UH$m5C<CoZF1%EHUqrxL>uXZ!^%I|w)%31=H{yt1hOsK$
zU?Im!;ApSJ4IfKGaD$MntSo~0%k=I$qz?TsvP|?TKuSMmR|XnQ>`CIUQLft??LIod
zF>hy}|IQ;Sy^+_hR?SCaO@cabfg$|#QE-xtAs(=qGj)}MN@7;qeX5WYyTVcz&#wTx
zfg^^)Nt$x{{hJf2E||=Jo6b$wXga$P`eu7vkA9_A_~fQ!Hog0Jud6e7zN;%xd8twg
z&(>{0F!~x_F*91sIJ-|Zyxo*Visc?VDmY3*FKba`*N58_y(s=Fc$#5lWhKACNn>wY
zZSJrwEPr&RoMJtO!=(JsJN<~>`8)B{>v%?a!Wm7bgGA{%ey9%?=`?z`rin6QMIM@N
zIgs;;y_vQ=8yTqEkac9EHo^Fx^YYv44~I*n>k_h%$F9*-+6D0l!nzH%6+$b`>!^)(
z*X(lBZ^g7K1Xff8<eE5hqA*Ef@%5$)cJ&w&(U583aq9kq{j>NH8JCeenEIJdJCo$X
zS?JRxU4~Oriz^3WTSq%PeX1PBy&<?aF-D2d3)I|ydIUvA9PW0mQ<O(YoT&Yc?KaWq
zwe_5)?TmMx8tdDC$!&f|C09*eDenD91a;*E)7gvQw`}4Wd^Y;s=EAgTt3O)$hYx>0
zWto!12ZJ?J#TQZf`mTilpco#}Guc`s$~DpGd$w;+S$QzCl54W@g%+0RH7&fL`k(bf
zc32gwNve-O#h7f&{kZG$A`CcTvdH0L@J`1{Qt+|hZaP?gSgQi!$Ej%yar64&z5TdR
z|F+W5ZT=)r5zpGn+BySVj3-3|mr+a7%+gZr(U(d(rBs~DcGsxMtNO|ZD?`Z>s=hyK
zTvJV&$2lh!j2qUyTSxVx9ep}gf)B;3qz-1bta42N6SNVu+jRQ@@Bo|hj!;q@>~<b2
zLeupIa+)nTH)+c?YJ#_;Gb^2fc5OWNZtqnmac(d)&-~@VDO=?kq}^;(+z48nf;$`c
zZqW-sAjAlnRR5?K@HHO6>v3^$YS`Qy46&6HBd;By#B9V?k-eRzYj>?3#MOx&B<zbh
zGTQOnLZ+_dMh;c)CsfyDWt+SjuX(rb;i3G>%e+}Ecs!=7x@enoW4!q%ThxPkZSM~K
zIeO8K`6r$nX6ct?n%8;wl&pgB6|)TSO$0x>ge^>h%SjP9!|N%n(Ali6Kt+CrD7ccO
zPP*0tEo?%>0CY^+85Y__19xrK3T^k-bSa%ejo1G=Bo#(bjogUQcd<|SH9eMARaMev
z)CUrcuZ-7vU!Czszm`3m^wz`jS2;}&E4}MvT**Gf>@#H6VirElV8nMBK6Lt=tFBpf
zWZw{tw60g1C{kfR;*Q+&rcislxZ<V49dGwuT4cZBo;ud=cSQ-%Pz{@t0|M1-bgKqG
zc&VSZ+;^L88#UI^J4OrJcXM698Ly~*T{WI%@24M7{L9dgR;6IdJL`q+caZ}JgO2Mk
zb#MYz_!zR5de4y19^^%3Xy)X5Miy@DnM%>6bJ#Z8rDt>2hYT7>Og(=7uy4dOb8G3i
zm20YEB)gfIADRd!xnvi0pR2^nUFNpYc+Z_<R%$)Fdh>(tX*FutH|LOj9xAQn$SPm^
zv8a3M|L}!9w!2y%K^ZEnbcA09-jyt}yAgkPVQG6Zr_n_L${dUFe=2{N;-)Oz&~I{s
zC)07|vkqxhZ2t6<73+?E#vxy9(9k6kwLzPMcOSlgZU8_@PF}LR1Dk5io(L|i)E7oY
z2I_h)X-;kWehokk*eOGsX``NNST99;hI&mzdFadk)o$&sX&K~YN}bJWplp0i8VJLd
zWui|@>6N+Z9_$1*w6L=-g~8=Cf9oCGOi^zqKaE>^y%Q8r=c2m0pGWJ<NZucxFW}u_
zkiQbMch6(v*Sov-BH(A6wDd4E%3_=50P4zTW%$tzqXgLFES4@bj2d04db``UxvQ)9
zS9EmK3Ezz#0(ck{z`7C(KfBRN=IgAT;QU#}_#?!7*5(z}tRo}KiXAp=xy7>@qxSxu
z=|saIxP8fUFM(uNzuNO@Lw8r<sM(kLXc9+X;#Zxjfma@;CZk+uH@EAyH1AG?Cb`7m
zyIe^*%x0n3mP4{ydg8?fO*|Xl2d+vTP9L|`F^9Puxe*$jO2Rgm1-z#!1lPKuYBIV3
zFzYy&b*j75?7ZzEVv)A|ZC6%}XS6Zb=*Vocy|*St<S+NqNX`P;x3ljCzW@J`_TEuV
zW!?X9)KO=!Fe(B{QxWMPA|M?bC`hl;B?8i=gx(y6kq!#dn;^Y}9w`Yb5PFl|f`W7i
zQbP;;&gFTA1fTC8?^^F!D~pnQ&pl_KeRlcmefAYyYzwvVB7`m(gi8R4O|?)yV^i0P
zk~o*)MH~mNN=vYi1a&<<KMNu#d+PJE%y^ZHS3`xrS46uHOv&A%>4A`=ou6Zs<2&|}
zK-1MK*DLtvcsjlS<V1Aas*YuI$`TSog-v9K0j9$ehtz+XI@vd!)Oz=%$ITmx*12Ak
z2c+$ezF>vake008dbRPDuM+Tzhh1mrqJOx;#>-h+m{bT~>X6Z7i_5-{yFIqY+9qOw
zs?R~T0=wd1YRM)gAI>TvflD(!lVMuhr?~rKmQAT-o5@|cY|uTAR?zZYw{mid>)=IX
zcjb`UvOYUrlbi65s{pXMq9wf^p9Xjug6i_{7SO<&`W`~P1~w07*)A5ZMOxICWZ;6<
zdiA)$_YY=E)n>O39;>t+LEHS})oXo!1}7~^#OdkqM$J(sNzC-OZoWq!-Y`AL|KWyQ
zor+&33^t6ivqdeSba)wEH{SJ+Gt*^+-18YS4=f#P%)nV@o*$3Y$-RWaNpSBPC$*}`
zn6U*{B~CA(qqd99ezY_GJ5TSgFBBM(^+)W6M#sI0C_sUL_1Y4zTCmp{d`_GN4i&5c
zzP->JD8u9?jyUay=+ond9R6-T4)avo)UooJVwL)TI|BuBE;$-;`GkbDMGIKy2kFC|
zA)4jnyW9kr4hGPB;Q6g^4QIXSwp##Fyx6v2m6*ST4;gAbF^#kZz!i<YTFNzaDYm4}
z1{WPCBK@$m<hBfGv$Ryn(Fg;4`A9;N4TI?j$w3lV1<x~6M4!{KF4UN%RVq1tDzX-M
z<f&-10D_7w5YKp>_s93;;n#z1aT#GrN46jkrqJ;7*KWQm*dVh&A=Br;JA1ckJfdmY
z$mgUm2g=C&w@vHY&%)NGcTegE=s7aRiJYKXSl{!!wLavu(#@A_DZ6&1{N&do-;w}o
z@Mm)*4{+?pq=PRr@{h(wiJZ8Y5=J`gLj=Il31D!$T2{7J04j9it4v+zcfSV%`JSzk
z{km6t=WN8_x6j;QU~fU+SM#dz=1a2{#j5qm54MW$!wn`6IK*4J3m8b^+7-`TPG7!#
z1#z0K>1$due4r@g1%ud41XboGKv{xUo2L>w&uVNN&S-eD$+*Tgr#_GueL=?(V*&|)
zBgbM>Q&agNU`Qq_T0r_tAh4~#s97S=`GIWiXUHjx1{5wVx2KVYU{F9{h}c7xrH<ft
zW%R;Z)s}p*@~KI>l`v5y4tRY?P?Uj-rvIBCz}^`L;EU1PoBOKZ8E=^X!N&350*LOt
za*JXkN7WKMX-bI#8E2Jj61~1J&{lqK00ejuDzWQoSzLOaIXE@?WS5*r`#ggiY|FfR
zw#KM;$nh^`bXnQw!WZAcDsp6ll{RUA8U{wM5+d*(abQZqcD!VRSk}J;+SFs|f@LAj
zCYagO3hHq1eWj&fzv(D$nF!fYQ+C6rl6j%=COA!IgdE{3FqUdDD7X%M7VSKbM=goy
zn~2ldL1Y~}0Nklo-^0T(w^+dqqDgs-FQ5Ac*rUnw6doU|ET-b~CH3knCSi}Pewg2f
zuUm?KeuE3U>SNRh%yM7>Lcg}@dhN~nmXaz}MQF+aew#!SsAaaZ^B^{XtRorkqGnX8
zk)v>7$6s)au-#&mhuF4A<tmKW(<^v~nnyPl=$^2v$Hu{Z86nEb_q9)^he+|d>L87g
zT@-plYqb@mu=g^wmM$yQbzlI1?NbmA4j)2b#(hJ_euxK8g<RBj<Ptn4#YfGpVRRk+
z>X?pEX9{+khex-B3-Oz)vVW<bBD~k*-~9pmso0uztUGQK>^LRJS!}ZGFHkpH8Us_5
zDmi1o63JzjdvCPhSui2-KsLj+WC86Wc^3R2FAU7_#Mu%)PFVNb$;tHYbKg7wGNi!p
zK4ph^z#TBQ`2FN=;@5$J7?A@l4uh#T^;*Dg|NX>7rKD6o=!wZ!iu$3!8|%*U7<;hS
zEvhQV%U4z-j=;RfB3wtJL~Sq@dD{nLPj&;xd%Mx|CkNczK2~Ln`?jezwCgRmo`gv)
z$)fSio+DjE*RAqEvQ-bx7Dhn#dz+^@AKKf$OX=lAzHW1C>MZ31wD!=<M;H{^YZDG8
z{V70O<s{78HJtd;Re*}^2#k%AT+Sqb`9<7azdt`vx#Zly087Sbk?xgh2Y~^Yw{+*4
zlG}QSI1JX!M0W4S9w=#;98}~qegu~6`IPK7!Y}nSy^CHv2E4|RmS<%I31N|57B@nC
zA|!(Glg;Qh9?<oKYBs{)eJ+VgS0ur@&T97^`!PV7MR2fIM4n=pn~A^I1P<U*A$8|4
z_u2}{_VErh)I)7H9Lx=Yw9rg6e=fub^ZrVH`7AirFLgh&_art)fCkjH%<f%NFP%JC
zVQ)KCP(g~kHKnkC70CPmtu?aPsdi>g3-8PahruE=vU=SH#(V!dxVpm$tnY2W6)Gso
zcc@bN`4ugv6>5<aFe$S&Q+b+BkH!vdQk;J)16tb52#mx{{9SvP_n>-6Y5dyNgWjkV
zKq<1Vtc=(F;@{4~l!!nkr<7hf_<A*We_SPCT-%aUZUti7@kUd4GX=_`W3UJVgI>3C
zq&<?;LBZng!7W;E0AbFsZhv3Of87Y!Hh<O76>|-aIoTmzauyb*kFUt-Skre(tILOP
zPR`F@d`ZZF6p+ZjdGDz<_)JiM6ZbuN83;{GA+FaP9jtTefO=A%U~>YZ{)9mVIsa`^
zwty{O&;k|lSH0b-K=ei0ZHOkut0lNOvjnZ*$wt_K+@DkgaI-nZlW}WGE_f~LSA5$^
zn{AB*?+OMGzUN3q&Y_L+o6&+_$cX8h0xj!IGmo&Zn1eNe0p>lc6f#omrqllP*Wvv;
zto@&BkAJB=$99SYLG53W%=JG^t@JC4fIOH(z5ajf<TCc7Ewidja%{=%hqu$tDjTh>
zd(IB;M^<6U6qW_A1UOb-SKmMAx(A|;x9os*<=VCIm<W**>V~^JEK6w@ye{_Xy8ug%
zW#y~fVr?yQ^t|ToPQeQcx_A-5Im!HO{j6<w;7Q$l4dYlkra(VGpR-$rW269&Qsq1#
zUrmf%4YTd^R2i@;K43!_E{%#z8I1kyMO23(+hjp0AddV14U#`QfY3sMlO)YHUO)m7
z@pj04MPU5nxCGUn=dye!Bss|wA-w_f1y8h9X4LbDh6F>RSGj47nF+_{xYvN?vmN8k
zN<Ek<_yruW=+MfKT~?xZnf|+*uW9z14=R{4i0Ojl#`lE7m!1JT#rvNnD5@I^A2jMw
z*HM*WujFN@lzTqO6A<S`1QsD#*HXs-FDF0KwVm*=-QlZD4^iebjW1N(!J`zhHI&t{
zWH=!>#g+^)@9*|gJVC&0+XpmL)mprdwA#+3B?T^eE{1H>)7g{9Vqmb#VbDJNKFh8;
zo_XKt5wOv;bxvYKJsp(doyX1;z62%&2}=gVJORn1kvR}M+$-O!>$fKatI9k!S}4^B
zw(*27ZZv7;hfXw$s*uHdz%!uJM~Fp&lh_3}ulZx0-Q5u)vbTn8s`cH+49ff#-KQvj
zArdGD>0Kc-vGsa9tlb*expqn7FXL!SWaWk(y5PTDyD#(DGFa2m=f<%iLGSOMeE8tO
zP_(KhZF|d|>SUKeY<$I+a&&8#0B&UI-s01<83|iUcgFlIj8<Cvf|kbXuQwloDdh|f
zvgZF3;Wt(JJY|wJIwYnyKEkj#lX$QeN>+flnHHLgE;ki~%|iXAF;ZHOvTmXZ`iI1P
zcj9GLRaJMUWlq-7gzg&adh~qn1lETckm%Z9^<EXARGvA((XBv*lKSJ^*IRZjQzM&v
zLd9&oPb<Z*QH&xAg|Y(uh&?#mWz!_0|DDZ<xKt>@NeZ)q+R7p9d`Fc~Hw=hU^oaft
zVr;5fC96gaPtZUa&U~RCPLLm~=BW@xP{F(_)MoWAEPx`T|7}uv=8%?adIs!a=jrd7
z<B|%yFX|Q(Vr)H2f`!+JNjW{wUd#KbDr_Q#?H5;;-cZ^^fSn;VVrG%_@ypyjIlma;
za9p*9?ST;S*3JMNp|{oQC3)#2zFIwWYPC$%=zS%tqm%yn-29R`r%<93Zg<J|J~BXF
z=qWRBD&#-_CprHI^`C(Q@_gG>^K%h&2c|%#z`j@(-htvJz~O2W)qiofP^hk@3t_#k
z5S(=e*z_2$&l%%$2G#$GryYT1(oL{ka(s8G*vb4rA9|ZZ!y1X%YRD-Bb<69%saK4?
z{1`U&OtZ1TswInaXE@3w+qkdJ9TFbf_{yict}|$ev%*rNM@Yj-z6_Dt$#XaG<amFo
zBi=E$L*-dth`*j!MaV@_#k`F#G-aV?ikM3v9L>B>aKnrT{}LOvk%32L9`(K~0H3U)
zy_w984PwN6)xt1btZef0rM}=6#|mZ-kGV8e?IkZjeTDaq*WR72Xm$YMhXn0|@GzKK
zLQDK(&UY7zogTN~1PU`C)2(vT4p}V9eDIi3Ak)1omWy-nq0E#c?}rL;0Y1Q7jXZa%
zbHt@bOMkv-HapL@snHF4$#hrnhR2>aw5PLG6em6p7aFy3uhN4ussA=}dEnK-lsHb&
za0gdQZc0Dtw?=m>oA>5dh6Jvw>x>hsy+pu7NiF#-5PwQS)|;)P<6%B!005m#a2(XP
zolvK&ogX-*B6F~|;2v|xRz-~W0<<hcqVVA?tpGADO&AjRcedyE6o5BPYMHi>3F=#o
zBN$m$FI04X9h0<5E0_R_nW<bemS35X5ptl-!Cl=2k=?+^qsrf@JGMkz#E(wR4PoOi
z1L`6jxHQ*=2gb$q;zTt#Zz$|&(K~K{6K-ec>i6yZBd|y5c^+dFNPhbpYi3+-RT*=3
z^?{d;{W}zIb4cj5x)GV|Q-Cui9YQ;pF;~gS>DZ_#)xs@qQjIsujXcdb3<6!o?RN;3
zUP1QND~%A1-`<&&Q?1}WXEOQ3buVco7%`LoynhH$K2C0~2$(B?Ex9$f+~^gU8rq+w
z*w<_Rxj@Ac=VA$tU2`#dtd@dE1}s}zSk@=N@83bex;cUNHy_;DlpBM>Vcdc`#fp72
z6<tQ}`_=?C0^20!F4*Fo_Gm$f55$^a$tJ6&uWJ+YRUHrZNOCWLa9}VZ-^4#MV<2X2
z5Lpf=R`F#HL&Z4vETbMIwfOU>G{5~f7l1i*nD2%nMlwWl_dXO9zTVj@u|!N-x%fwM
z`wSj|NBFi4MDZOAFq0Zuzg&QSeO$p$jSX^!vNi9NPt@Qk{MYmi=a;h-tuMW1a756%
z|1A4Y<`OW!IZ#~vYd{Qtm3>&77~ns!@*}P|V;eF||7|@VAX{`gM|3ffu@Zk<5IE_w
z5>8hqYNUb7y1C`$&ec}^O)(1&_KvQi@#p+oaJ(@3;%PTJO+(Vm^&y@u-dEX6zJFxF
zZv%`}Ta=nto4Q?`pmA6Q2SfJ54G=sXDx8ci(?az07PX9mL^A#M8MBN!*CF4+=9!Ge
zi=*2(hW)4dmaY49qVa=Q`J8gK&<nc<!WUM$udAj5IrFP{LnKZ5idvImY<FcJVuy{4
zfW}&hyy$j0$2e7nGL*YamveVHYA+aQ;x34jnyi-<DfP0#`qi(sw8WHr(Q+)m>68l?
z6&b8m_-9N`1{vK2A-cx{NCH9>_^js}-nI_teJ?<rH)6)u(w+m+PvT2@&)S})H=&mF
z+}whQ6R=qW1E+`c?bZQ~BzrMg{{<sV$sWoN3K4O5-OYEo7eFve1IJMQbk@$d4-0`N
zNKUFkd1hXCFTV9*kMVBh%Y&~@dfv1y2l4i@Tu3^ST5`bt^`2h!{Dp*ii9bOSO;+md
zlE}!({ykNlI^_S@K^GxADE&$K?)N)Ciigre?mnQmYjCtBo(Ywfkug2IVDD7GwI*VG
z3&FHPj?e!CG>#=z^5IdV)V9reiXRTi4K;RXA7Oh`8H2_{2LuqOi|Ds}|F9iFgg!9M
z7$L7K?EMZJ^aY%YljrkE?vQ;H-IvSf#2G&{fsqNdx84Zt(}U*C@d1bp`DpjGW41ru
zi+%{XD|A-U^7Y5vEg5o15bSKo22;2BuS$la^ss3m_k>PRTKj{{#tW($7!bHT=oQFj
z<9%=0otjJQe4Mqt_58}xQsF2rE-mCfWr(<A)W*8g?w=QK<R*c;q#n<276!t<|CM&`
z+)@`1FrvFJjmAhCN+}MqYP10+N0XC#>!zm%fH~Wp#A#M0c>x^U&yC=!;4^um!=+at
z2Bif6)>MR)_vne!F9I?WJ^8O)a~$s6Q$7%tuvK+PeT22o3-8BR3mpcQAt-pGB?BeP
z;Lk|!QX9fIF_;Byln9W_Hpp@UdFv+h!8mvGKtkoe4a$T0E!n&^5q*W4OZWU-?g%4F
z*U2FlJ(-=w-07p|c!`cMx~BrHdJwyWb=V}~yqdK<x;voH#_Fz4dI)Ju0&+k<X0Ks`
z$_t&BiZ<#LDTDXJ#b?nkKx$or6C)j^*iSo%hlqmD8$d=t@b^OO<r;WH*xf@Tf=s96
z=7u*JSb!)3=rI-$;YA3rfdf@puZ9Aih1+5;ZCCAWg|%DJOeHwU%vY`S|D6R(mIxl+
z)G2g`S+jeHMsZz>O|km&G%Nge#4GM&V+q^sPe`!3_jyoGBm1AD%$!egm%dvl_vm|W
zCS24<miA^Z;VVz2{0EdgpLW!H>%*t$PdE39A5&oF{v{f0Ee(>5$r#JZk&311R3wO`
zAAASo;Ss>;$seGczK`39Gte54nmSZXoGpvHOp7zob-A^hBu{|V&jGz}B|=S3&YnxB
z_YIja2HbcYaFF*~9UEfL*jnEdd4wKli1gauyGsGc01y?GdacK$#!YSEi&OU|8+N<8
zwD97~dVPHaC60+*@pneMD#l!EZX+*JmH9ljbXXEDz}S#2-S!$AU8Ch&ZhCz7t3oze
z?>H1o(Yyzvo(_a`eiKW043(AD1=ad#jaglB4?&N{-Vyim`ieMI*j%POlxCXf;%G8o
zSbqbu@Qyb;5oaB|5#KXcXxHpijVn?UG0mq+Qdisx&xp3jS@1aE9Hj){Yj(dgANpSK
zhW(mgS+I~kbE20gz|mn+#|H%d93@e=0+<Nhz7X&tx`B9i=|5rTG5Got4r?E38cK*n
zq2{*iLXC<hn)|z|&<RmC7!390ZB^M;!c!`d-lTZn9Z$KKauipZJJR>ExT|wZ{2TV>
zVF1Tasot5J83vSC#y9i{^mgeEAS){s`wDTl9GpCD7WqcYH}e-n5*Ix;+jyTR;_}&V
zxM9RRJa~N*hXlXp{<U&2n~pn>+?Wo{KdNE<I3IxDvJ>UQZ{e6i_xeB&y(ccn%A+P%
zpPuqiOl#>KnTqhRjv96|ZFX9`*Uovv9zSO!(XPV&qj=F`^4`?6S)1L(OQIqo&9``A
zO3}l1Px}h<lPWnGCc}}*{as=MgeFZpE)a0mH)uiIw=Yzf+N?OB+oE_!OE)JQqtf~b
zPaCGxTin>!J*Kv~4ygD-7gWb-<#2pmjiDY3=<IWI(EP$h5SR7PdtcWvUzlHHwvKL6
z&uqrXyq|i<A(vI{=1WBzn1G~D+Wyx2s_=Q^GL)UtICTQ%8mVK=xz^_F8$qEO*|(+I
z!KIGhZR=7$&ow1Z5tAV~(dD;$QS0ErnUv6jn|So!rGnvGJLPhXE+(T!<yo52%4Zjx
z`n$FtZ|c_v>xk<+Khp>Tsgh4mz+R{gq!rpxH58q4e8-cCK-D}CaO*1?{_D9-65IfX
zN+4;DX#n_im*gMS&1w!3UoekKagdpDK*68qHSfA9wd5yG2s-+lTLN$hFiNBnns8>k
z+lVxL+&%G&%SEGdij^#rA!`~h)btO`mn)i(kWK686}0tDxWviw@JN2ItW(|m`F>TG
z5_<E6;`y(A!|yz+Q|n9Wf?{F<a2H^iRb_ve=9Ls1FlSB>hWh3K;VLmC;Jc$vAxKJ(
zy#yAe<2-L|iuom`dIH2$mpym}rl|QN<1&zGAakOXxMSBoC)bIjIzD)he<}naBy%;%
zhDEm8BE&3kd(kZ`mjH}f9=F$MysV!uzPoQ^Q?JiKsJHJ6{OYA9b|ELHMO2u(c&lpD
ztrw1o!<KbbQS<hd%~5VV2fO=+`Rx4s{1b3WkKTR<!MC~G4x$eaMJNBBGg>w_tFC0H
zcvYJIRrKOLo3kR*K720A??*yfV~TIKiLIb)m+DTc-%%gW`p4^aIF`=<!*gS=b}_NU
zx@xn~&+pFkC(0WNDo@#WM{=%6GiOaC@Eq`h)@T3LtP3#MS{AVNC)@M@c6Bf!pxKl_
z5CW#;2V@$q&~8y7W*Jv%{mC0(^JEu!{|#iK`6FhUNfiu1dUtp`2gq&2!SaDCuUrM9
z*fpZ^)U)@#7)WYNtqUslIXl(A``tnlB>OoyI7r(UGh902-PH6%+|;+v>O$LWUwKT{
z)DLmoh`?ss0gmh~4LK+JBNu-^#eQ*;ntDHsmnEOtOUr0eP1MgV#Qp?UiT4QzhR8T?
zWHU7xNna_-J4!+#I;J5cBH8s_wp6BH|3~RiMn;g~2?_EJQwslsX>~xQ-Xqkq92HAW
z!98fv*q_mBy;YE&*vjocn);Rb;L6-g2pI(l0uYW$@JjbAK~efU;bK54BTPyk%p?Gk
z>mnNSrDTWgJH!D+D0+wRfLRjzM_dMw#r5y#EObCrZD*Xx9<rDkaw-!p{2!RXx1{|E
z2vTV)aZQNnO_?lqKeBpiReF`rt?e&pfE?L5E&U@rp$8*`>OCEqR=-+TlmGVF4SqA<
zr0rXwdNgy;QHB=4K_KPOyNJ_-Kswd*;yO2gi<L$wxGzp7hPx%$8Ns!|697p_t>Y8u
zwSjXqBtXx&_FkYrx;5NGf4vX@#ES;0u%~elvX<g2rwXQW`N`1V#n<@P;@^cJ8i8Mr
zvOo2v@)UeM-q93d6Ysrx9Qs5fBGT!omr1&*bgEo4%}9{dliz84e5`)I@yDrCzrFqQ
zwKwm^v4?)D7J@WyeG4)_gpF{Ik9;`q|M;kT|KG=1=Z*$Ew>s^p^3Rz+PQCK|ZT$B*
z9mDck8mS_8)#lXBVZyPJ*(W*M4ulqm>Wu9jPjwDN5<%Q%&lGE{sJS+}FB+5_!Td_P
z^Y28Xa9Yy3b93yxXEC638(?<t^G%$Tg82xQ+w+rE3hf8H?R|?@9(c2~)*|GTQPMv|
zC{XTC5y(22c&QN;iEV&I7zqsF4%P5DEZozRoh<JYY?xQFVBb-x<_R+N%;GY8(lzyv
z8iYw)m$^-){p?(8zEEO#)T^;9>$o6zy$O7(Ee}%lEJ~Ft|77YrdUWHfp7pHF8uv}%
zx~y%8!x{v^d;z=-Lh@ksPKyHmQwZn2S;l#BQg3lJUV*W%R3vn4u*^!erL7G}9$17_
z*{A+|wP+{w(<6L~Ys=t*CK6y#V|^QNz2QeI+^uu<q3w|ARd6HV^}z!QBmfO^RU+75
zy9m#A(Ox<omw|<wV6Ov{4CSgWIKSRfMZac7qMFi;cfhu}q9e<7@73F2fl`-i3N0Lf
zXm#DWTK#6Wd~Tr3!$IdA5U%1I#?5Pzag#&nEM~S$-qz0XD#XX>vGNM@CfRUDgLR1s
z5<_pi>V)8ucdjvfqFHY~^9u+t{&&<JLTk6+#q6Zrq69gVRI-i~%r(zeCjFy@`Sy3R
zB7z@Hl6p<hD}1IwHvCewI?0CwtgMm^Kn5vW^&GcUjW~$~Z9PYGBOK0g>b59yNuul0
zNzKv<c7+xmNZv#|S}U4Mb(}hrp_kLFAa996T?kgCEjEoMz34}30Qg`9vgkX}+*c+S
zTHSCn+PFl8rVy&3$<_<DRgSm7lnont0(}PTz*DNG5{A31^9D+>MI=6p`1}H}(x;bk
zv6n+H6oW%l2UG;V`~mp#W$e~%?6q6Iwm&U#V&{sBPeGTkC?#RF9;DwqfSi;x099_Q
zcc&OC+jjyk3AY{l8@zZ*%8RO$O{-h?pwkX;-U0A?a8OV*^y;UB#-a|~32&nuz{=uC
z#e0@jIBT@+Uq+7TIDr#g-QCW!;2lhl_xW~Z{<m8FT!DP2Vv;5@1{S%LT<M@g*I&;{
zD^L?_jsyXnMTg+e#?Tg`EETnRp?xhEaK2)1EZQW4bo^C`Iu#ORx^zz&)gEvOfzrAM
zBZ4Kz0|BOmvd&<cTu^tUS2(pImj&py`T+O*p(@S6g;!GEf|yyIW{!N4>#%%dLHPDE
zMc7CrGkbn#=bL@mkUipZU&f-RIbYJsCg-S8CI1Rum4wYE2Z6`D;MBQp$wghpaoMp*
z@l~Oibp2^BV7DO)gQ7hWQN6i_TGf$G2F1iyHZqc%08*|#s63i-6kgua&YcdztPv0N
zpT5j{_{EXHPP$Oa0(<R9fl1Rp4(4{@do~Aa2Br#5elWwhd(6AUMMaT2nY6<0CZ;qh
zGBB8IGQ@abDekuD=*-0+(9vYbP0bgr>oDzX4ML*E^Z5^k{f!<js`T>C^b)G7;}D5h
zl+g2A>S;BWuL|Ny=Us6g2p8W51qeF(Z@ZZb>4wr?fBywpzZ-m!&BKj#5UJj3&8gL{
zJyE?)7M9bd+ZUmp7cRh|zDW&YPMEmREs^tqfz5~c)&qE2u+?F}H}QA&w<qbY4pWE$
z+vS5ap=pxZ`Cns$uD`|xr~d#lF`3uIWK#9eom)?!y<QGhTT5G;JShy|a>bCGM%cJC
zE7qf`i6EbBwL#Bd%X(*{xJ{nH=gj)7retNRhYm_%9h5^jU5(mlIyF8-DfSj*_zj1*
zi*k~gNrC_uQKIcL@N${`eYFE&vtc;AF=_yE31Oc;RqP5GM3QAYNcBlWMhyMrB=zC3
zCbt8^PX{(WuJLNNwzXv^>mPW^`(K_4r;Uk;QDit^a6qGJelYc|lv|UM!p4H7E@Fpn
zyK*G>JS=$%TVMab6iw#Ea-{MJRYxB(8(|(07G$7?vI-~<2g^a$jG=I_K~Qiow#9!F
zWU;+4!M2lfbO7=PN{o49`YVjDMMg%d)?c|Q=|y%o8xu56Bcqh_rQ@vN+xM+;tcM2$
zEf%=H#7vBuMt+R5Shfxc6!bw;5(H|-dn^-=L(RG@G<*)hn+^Bj<F{Ok=Mt)J_?WG9
zJGZp7$UJy}Xx~-0D6KguB9dBRx|fY!Xv;zhRpMqWik7m62>Gu1qJkq!9<A$>dNz)p
zImCkp08xtt;2lVIpVXm5=y6zbah6rEy5)t}pU#jq=9;95jHUivl>MS0HT6(JS0j82
z`SevmxXLs5QepVq8o!P>N$9~~t~Nl)Ce!AZ&kpD<Xo`H$87fo2Hin;~)3~Dc;K5ar
zI)cFh6#dU>g$Hxp<aiKSqh)+sp`{HugA0yLd_gg8Xs)g?U-l^zyj_meh?+nkvqcTQ
z@lhT@FLuM5;6uHQnLP^Y3v1@DDWUnRhO$Qu7S3c^kGjnQv+|&Yfj6IZsPSeno3yuL
zLhQz0(jkMeOZ8I<l{jk=ql~T#aSP27?fINSXG7MWD7N6D#AV9Khq`47&C1#Jsi7qy
zcHnXF>8PwMe=S{YeMDZ@Uq+%M@v5V73Ehuex|@T*w+D{}W)$Qy=ByTficaBrECOWF
zlC#NqIBQ*vYhwYlNcF*PBEt3Eb)QvvFKM6__12uZr=ly!CvBz%FoA&kSz-E@nV15>
z%fkGotJL~GW-Lie)PC>P5>t~tFztXY{|tPM2M=mnQH%k8OjMVOXVb6>r$S1ZPwFJT
z>2cOymw4Fpy#&$x02oZD_)INcW=HKOmQD)5^w3`T`AU_*Cbe#`(7$TdMO9o^8_dHY
zm>A{Z;robeM$^Cz0OwAj1-2be!lX~Q<`_K#tQg7AXUF7Yk$dZMF)Pgw^~sf9x@NzG
z7iEere0f#N-?V!x&@wLnLsMAO`wE0A7Z+DLur5eViU}AI9W?KnUWiHX16#(wB~k0q
zq3!<&pkZLsRJmNErilXE>J6X_^w%MqG`XDvsM0#k5j3y4%-MWb+>;#ffw_fVTI*A%
z<jUuI#J5u&H>5P7UlhghCc(ROOiaysNb6C$Qh1kMo+fHheC=bL0BKyXWJyqmR=1TR
zuvOMS_&8RheQ3e>V{mXtiEcCXSy4S3E&-FIsk~0FK)FrTJH@^=3Vn2P!2?q+B=rt>
zVlOEDEQ~7ZudBoq!#g_)EiLu^S}O*kRHw;EVCW1ez>QEbwA65DsZ?Yy8rGH{x6m}S
zRJYsz)49wt=7lR-?^U6CBj2J#8u=2jod6Y_GnUhZV^_5#!o%MsCL{>8c7CY;9tHg%
zR}_yxO>eDYN0tZ2r7yR(asy+8_4tG1*fBSE6Ki<_LPbi=kes{50Oad>@6{U<S3ZB`
zSGG5~xVh_l^TO#o^N*6NL8`d(%)qkt%YBFnr_FI&PuddQj{baGMC5DF?(8}`W4BF$
zTx6W6$A;D(^=sh1!yy^j=WLvtLkw1>ij&u9i7R<Q0k`F9;YD~Tj#Jf{gkM~_!5vEq
zmV<?viK+d4^#Ou_5y;~k1_f6IcUr0%gVF`5>%T7BDYmu7wY)GVAKM2IbuQ_#v@@zS
z3%J4e^@*|j?a4_RoqSYWe81($b?oN?vo7Z$@r4_#f;vKEDj$d|d5Gh(tcR%VS#_ew
ztuh!b4`lYV_D?^GkJfv{;Pab#Y54yd1|32`sba^*RAy<fE9F_s{vZ4t6P@{B;iJF1
zaY<FlTQcPdU=1ka#iJMuj*EvUBjoPU=H^3MN=bTu2$R6Nhcu<nZ_?5#tYnM}Q-OkH
zHXQE?qYbn`Dk<4l-Vy-PPPQqtN(c&PrBSKB@(MVR<du-TsUQs<SJ?C-K00B)ZyA}x
zDh#qz{?kL9??iN*!4n2w2_0Qsg~L-!hOE+wm!ExY0wMAFRNvo#Na=Mk)RRD|B9jt|
zttWZ`Sm&T62i>NCO$TZkxR|-`z2wGteV}gNYh-%N@LEE|#g0!}`j;rp{vdd9tN+l{
z;q`Rjb}8qpS7WErL+&%Rw)0}wXVm~IOlnd`A@7atHEW`mNqn)XTToC?EvF|wCTqMy
z26z;FMt_pCO~l*t%r{>GQ8OMQia9SQ*PNBwkv1hZH~eu4e{yVb7eAMkT5xtM(M?)x
z(S^pL%In!P_A;xX?wSXrC&HwZ!Ja-g1!vke-}%Zr0&pt}fm`SM^tUnH>{=PxRu$uD
zetvsC5%a@7cPHcxjl?DZ&U&?`_4ILqH$>ZzyrCNqP(f<Y{9&%<CMFUbaL)<S|6$&@
zzOn($Y!1dGXcP13(BeaK6nKU8Oi6)xI{#;fvm4{~`)^79w@0bRU>ZA0z|jZZ%`9yO
zyLP%|qDH8wF!Odsc;Bo^9+wD_@x!iutC$3hjvyznh!2|7C3T?9*#6SC63OmCgQ)I1
z5ltMygnJ-1p>I|jcj<J<1=dM;b7bS;=*DkPjDC}qJ9l;qK3VH-IRshKq-G2Zw+Mwi
zLA3d@0lKAsc5z-jxUPPF&2cWcuXt`@xvbKL8`&verg3Sd%?ib<h+D1Ku&~&?yprg&
z?a|!T+Md_dXR~%WFA+(w&<X`Ec3p4YFIx-Zl&v)Vesiu*z)M!-#0o^x>*SSI;1*V@
zzUmhvQwzNZ9``C#rw6z6&Tp&jd72_zJrl9~gT&$4_P!PLbX|L1T+(;#+$jsKobh@^
zEO3RzJ<gEk085SrdPQZr3>3sw>2uXjefmdnAF}WbL16o-gLdq^%=dh{xlL1Zw1G_V
ztryCz@zJ5&I$%?hdVpNES96&>5&z}_s5DSxT$TT_P|v4}cso$gw7n}7_XW5`HOZp}
zqx1g95BrrLz};UP6t=(_VPw^e_ruuBcYdFhjI(Ua-zB!{Sg_b|yWyo3A9GcBdU?R%
z%pM-%q({S&??9&gG|C*Yn608){UI7J^y0$tImx)Kq^(j%iv+DX!nH-r-R)h$u2AGN
z<FqMWvVp^>A|3}xnIW{jEx5!?7A*uBZt4_RAPlOX^FKGJ9<p4x!DvDd5aoCCDn2?R
z?QV0Kzihi)U~=ZiRBvdKnGiC`X;iyy@m*TlL}E3$R#AGw%*i>)Z1rKzljs9174!{o
z7-bMqz4ZCxlH$qnq>(rq393Fl!mDmR3S`&V)!c_d7wD1bbr0JvdF0%)%O_?=zgy<c
zc`ksPD~a=u=O!r`0{r|e@;x2Lt`jFl(If&eZ02<y5}3dc`>qD1ah=e^som?k$^1XU
z7)V@Nl_q=QxZB9!@UYR7CtC<|k=$gy4^=sfulHNV+hTu_T-T(T*R&8*m`n!o=t|rZ
zVj^}8TMR*LQ)r$~+Q4(pNpuqNEzpS5FGY<AudSK%$xG1Fhl)F1YZHUp&(fwTkM#U>
ztML)8_W3by<)q+&9$2gD`+&+8U4OXnzO8z1fY`&p?aA62uQ}Saad`y8Q-gf6_$s@S
zfCNs2UGf|{xGye2eYDHj6G7M=CM!$Kc9aFnXukG+IJb%tC%FBmbq;_%j#&O}a{P;e
ztZ%Syo#T|la`fky^Zkwe7@%!EUuayhROe_J8o~oOugfb>)-M5Xqxr;=OH9!1^tlOF
zN{5v^gZYnY{qwFw?MnWlc5-intq34w|MW<^`)Qmz#}*sR@h8W%$okaKL_hvEC8PP*
z`qaO_yAUY<CM<<*Xz$5HY!1(YGqULF!NMs4v_iZnl5)|y_O)m8`sZiK8-nJpDeOT$
zGlliw7}F;zY)J)#H;OxI2dE`}cteny>zi?Ss7l&+-gi|VGkC9OixLuC<B2b=7p6a}
zTGTAR*YoycdSag2lddRk@^XI_0lc0CFF4Vo7c(k(>v-Lu&q>8RcAiL?h4;XlDFoik
z^t*Yt`1w+kIb#<}HBq}OfZR#0rw;~u6CmQJuGzRgT6Z1CXjm9;8}f!pSI+n)C@5N%
z@otM%<`3V|ViXmmGfgNJMg*y7w>#8g-RP1~+N#!En6)R*TJ+oTs@Bi*V$mmOe`qU@
z9z*am6b|63wu}3Ux5*OxyzkzO6@k$qckkj%RG+{EWiyV~1&d{1ga8U@<ThV8(2w!p
zKm>h#s`!e}$cm+Q%ff_J;MUHpF?Rlg^rNe5ZpmxZw0$d(n{+UE*uxLCS}+$?+HIE;
zQW+xbjJ@DRd4sFj^%nci&ssmc*mg4J2H$#@>#3lJ9^Ac1{ad;Ce$=e3BRbqHAOY_q
zR<p|Zf|(*HA+b>TILX-c_5|Q1C}O;+#3QAVk@f{E9!y|ojjU-L@QseW404ZeM^H3&
zL0;0|YjS+ANdAXm2OHmw4m06G$5lf$C%ou_cI8SDf&K1Lx~!fDb*`5RyNrw~?TfaH
z`hcR!z$<&xp9b$-$YPF=M)YCSz5059S^pP&;j<4nVIofeqrdJ7`Br27(<w&dE~T%}
zCdN)?{`olZnfpEm@7#?X*#>|(&Bfxhx~)VFH_=Y5zj7IbU(Sk6kS3GdAgxhyO0XMI
zy$gg?yFLI?92P1@Ayg&9XQ>_ED#R2pm%l9q4(yl*AMe)4|5sYs{{NO%K!?IsYnPX0
zgF-@n$q@L@S2dLFwIK;QzgQf=AAq@zHTcwnb5q=h@vc9Brf18UZS%-U><eMEEXTE8
zmO^%$cPZ!LgSD+(d)CYmHhA&8^)k^63~t_aT-fE(qp9i6`tf-2A>hwl%dP~%=<{SX
ze~ESuzG(;3S&)d5UQ%<qy@T8A_#8Pml6x1`w85BJ;kIYi2fVx6dhPl)D3S)a`3O`W
z$ixr#t==zRvk0C`$Um|w`)_!l%U;Aqw{KSLtEk;a;Ex}9e(H5Xz5q2{ar;UyTjFep
zhkT&_e{KQ~*<s97KT-%i#}~V`QblqHz3=kJib!2L^Yx_l5yQL?Mh~&|`7DqDZf+6t
zso|&UgX_l^Uy-&zlbnB{_p-#dxteOJ>Wjur&-6pKZc7JD{CuN5KUm5Qwrn#e`?^u^
z=WxvzYK|Y0{#g=Ns+{q+&?6}Z+S|YqY09mzAI+-IlZe(CDYucgfcbF!Cj?O{?7F(t
zUv3W$x#fnNh19&SU|w-E4YV^t)C2G6vou{gL8=F^p}38@LJOx@8RvbHWk!{79)53t
za#V2pCjO>}GflG2z_O7eMXKHSx9B9DpvK45=BIBR$A0h7lCsoz1gd9@YNL}bl@X+Z
zCu&T5f%|wcPs9G;^s`d-HS6E?yn~f^`GIgy(FHr_LIER1P)(}d5#?8JJUK016<#8{
zDfu)oX4p#RsiaRdH$0mC4Mx>^B@(<u>ffft#De_|2-(t+aKdMOrmf@2)00zCM(zOT
zJ~0<2WY$TA{r(pEAuXs<d33x0eKH%58+BB~eK;hnpS{-$lL8{TD<CMCsi}3_8#%)w
z#qpnTm13nvR6=Yt3TVvMHjAou2dt6Xw^uUbJ1cF#qeEok2m6Y0qfyd@-Hal%Jq+6l
zm67Trg-GM4d^Tq)l)d)C2@)^*amRW>=<nn;^lLrI1p|O?_=O|Q2uFsW#oar4I^Wgy
zrjAt0P#mGEtF%fyA%fxYBF>G;pH=@QNMG6M&`#%wt-T{Q`0h`6qYq3XE|mO1i?8<o
zB6;LZhWlp1#<1IH>Qe0rd7cuW+#?8AECZ3Ozy>O;k?XfznQ?c3MUomD6wwt?*$<Gs
z8}T4WURHEZ0d6L#Md(3+;uCV?53rX0FY~}Q8p&0DvSJ^|Cp^<f(oNuih3LXjn21J>
zybw37MvhxwRqy<;!lBo^vXw#MELwV(iMw_8X7^X`%N{Ffi9yUB_>iy&=GV=~D8(*M
zB{@kS_ScTkhW{qjXI?s^8cHYkPirrb%Q^W%mAr0y+P!QcZi^n*6P-UlJuHNdLqV9n
zqK99w0HZ23nW#}fB8sF7cdBg|g98&?6n=REgv-Fr0XF?%fN{LeQ}xp6mkS_xpKkVz
zjLF!1G3v0Kq=FoD1`sUjE9v#GdK^d=hywIHoerVyr$c~=Y-U{N`Wes?0lcT?A|u@8
zy5(<>00jY2IEnHg3kp<(m(uJN;Vabpqw_lU`^)K$W41FaQ-@Q=sA~6PWk2t%)}0*t
zYI?}qf=NPIVV2Q0?!-sB8>=J#+duenb2BYdZO4^-A$GhYL1^?UW_OKwDIx>pcaS6y
zSm{3j(-_`&-{Kz)puzl<Ijj*Vpde%apGn)pPGcFKv%h%g``>Dz%FFAbMaya9gnmi%
zq=Js26j&#1)C!HI@w&MlCjMtY{9~r(<^bv6GW+q`i>+kHx|-GV`*PsnWKD{605eFT
z^mms{vD>3wRsf^|2g{k<7wBZh3;>sS?wTgP5uuQDz?Ylmy6*n0;V&#HIbZ2$B^N>N
zR<d!hNE?1r<49d<(v$$jiMD>IH*+q<8kDo=S1rHoR(|mvE4in;v&<{Wdl+-{hMXa9
zvD8%Nr4OgtLTo&?--D}-K)hUHZ_{numv^J{a2D!OD3S7~zDFI4ZL<tsfx+j7bu}^Z
z;}(bNEwWYdo`ghX)s)24&c+wXQE=8-eg_#xS$9zrVoFkL1<tvWGcz-@Z72VFttQ6t
z4ua|yzG?;capS3?ABg@Qe)wPD;f7aqJ?hey-iHn+h@7~zH!hwO+*iH3`3t)Multjf
zbMM2cT5*G2eMm%UVwQ<_#)Go@i!%<Nb5b${4)p0DXsjRSI*3{DKhJqBhwNRj*<FbG
zW!FGq@nhq&oIL(I5_Vv_r8yDAM}reYQP>NK1>%QOlD`28(9$XrI}?`jY$U0gn>j&Q
zhC$KY+Cwk3Nalwg9x=7|Bed3ZZ$>l=9sw$DjnGU<F17TRTId`~Mg9ay9m8Z@Vs_wo
z4QiyTM;u_mn#7q&j5Sh7XKqp;5TCHP^So*%nD=lPjrLCn6iB86a>~S=uw8FtYb(t0
zZe4F@Hj$_->Ylt%YC=G`p*>A<>V5D`62#VzKfjFFt`F!OK5lUWib$W1r>XwQzLcft
zRh){ZdwPW)yeS(6VNH6ATWVFCt&*T<32A|0H>Dst+yT@d`?$95<_dy2MMkLO*k>H#
z7y=rs9cI0pPe6dYL=_C&1VQ0aD96P?>U#5H5dWeLzfiZK_!PkYnfL*(*`=E<)9>rY
zyOK6d+`kd44`(#rGz18Y;T7~ei(+W#9<i?ygB)=HQBlQQ28oxmxOrg+LBB|UvU727
zcQ0gbwUSrykkFu&g4X1NCVH%XY+V#H+#^26&X%uE6eteAe6sQVeM0?@bXl>L7`I=j
z1La*Gn`z+}tlt?n0&&yP&RqqHptZNp9PP%m175Q?y+s#PRh{>8{x-hUJGwb=n75BW
z0eo2R?1bb>(8qC`YHB2A?Cr2eLL>zp;k4W(+dLc*-(D-wC&pT4lO%iSXbY_pfV^%N
z=r66%)G;t^%i<HUGXVqafdgy7U$xx#XDx6t>(9-EMKO9O;tFwTHiuXKa1Vz2J(O7|
z1ik5ebH~xLY@+0oW8LSfH4Tdq9RH(<IzK;<sk70(H-Ut2Eog!gE@W$b`VPQnXkS!2
zZ-&;5mc(EmIqi;l?ZS0;!FYtH)Km|h**USli58~x9iO?+kMF$|!FD)*dsRQiB(c`&
zykNmAcX(h&p|vQ<k{>TLUU>kD&_0=EJ7!~S%!1qM9U3QiF47$C{hz;~MObXo)Td|K
zoC6g#`F`S765FxuyYs%bI2Y5y$@-_Ei1Z1Zoc?O}Mr{VBbIk*=Mx{OyVlhP_i-&|X
zUN7F=%?{#HMV~nDq5W;>2Zg%4*J5dz0vSwg{1-j;w8Xy0FEET0_a21<K1~PKd4RQ}
z<5e8+8phgf+^r7p<uE>A@VtN7lLLf_O=U(Z+DGl?{OeKT$k4dc`rZ@EQ3+6&g^b8I
zpF<mog4caFe4IaN+fl}C=pwDoJNgwoUAM}QJSL22o9JH4$N8dP&Pe?OvE}_|mX^2M
zBo|vY`rMdin&&3u?dc;PhZ05zkA}D2^I~nPXX>B~CsMmF3k}b9Er%yWM`F1Sk<j`0
zh%GHekiC8264U7NcjxUPWKbbrHLyWQ4gJ0p_NimTznRCc-RnCh5re%+Maz6`eX*Jw
zw=={GiXa1z;}GZYfd%*n+tBbxjF?q9W`MDME>F-T%uB90tuGa9u2gU6iY=H`j*afb
zu^v93by^s@v#Cc@_dL^9!-z!%%5mdUwj}U_+?MgY742TTxQ{Ds+hb>JoSz*cywo2+
z1>IERL2nG-aUeLkIeOxrV^b8Z+<$%^xBa=`MdP(2^9z4RKumRiN;oQ!#-J+0<4xhn
zk6M#C9}$0BpeJz~={iPWOVmP1He}UOLAnj}AcuU{o;si^G0`H@@2l4GP<7Q_#Fg>K
ziXza7N>WRH04=Wwjf9nxJCTkO+tdWgM*9A&_geOM#_|(t<qWn~4-1U90G2akBmP)P
zq}toqbW^Q=googMnNSHvWHo;C@N%*M$M};{#g=+hZ60bgTtr&MVB?F2Z8P`lF~aT;
z=V3`En+?T2R=<Sv+~LGm?m=l8A%%s@i1q4iG<@l#*9K~7m!PN9gd|TaU^|g_0`^aD
zp#IN@jn{kIdEI<l`5K~^Y~06Nm-3zTE<mX*<D~h5Bo|0WcT_CDqp5#wQ_YG9!o(&S
z1dKY@7+}57-)Y8%SuLT{A*9B(zvR8bZrMv6HT-<l1>oGT0Tk7v^ISoWX?m?4x9xlg
zjtr0+fWW5w^wMo6Fo`;8<A;z+{d6F)+FnN&F~PEw;<X)dh@!A-(8<TEPIbHzoYs4B
zy!At#d#Ou}?e6@D_(b8CKgVsq`&N!GH}f8rzTYAsYq^7yFtYceY9~N45TLtv?0z^u
zkq@p9G`K0IN-?_Brif)Cc8-EHOx|FS=i*F6v@0@@N39GmLLyXK)X6d!SUnrN-?h1r
zxwSujfMUILCN3^4))g~JDH?IX1PsA`sTsNL-~EO}7#K_eMAAQX#DWwwN{?@&br;&Q
zq#rymw!Che5^O(YWe~vp+M=-N{L;71aoe7rMNnIs?B;K`ArV{3s`pZ3XNgJo9JElW
zmYK&+?g?sK8_QB0xwPnBuf7zcSS?Ie85y9)U62IS3JmpJ%~^`_a?zZnJsrlMt-7>J
zIef{<6K|j@^Ar^mv$-(~in51FPVL;;+bJGPb#mvHaINoCsZWtp^jsdWC9Xw5*^s0r
zo>u$&=?^;A!c<JVKY<%?(-6ZHiq%|%%s9Hq{7QUiB_7nAJl%Vj6!F}ZbaP_V*VLP$
z+zBt0|C&zc@IKJ$RoNA#rfX`MN^Hh&9{zSNOr7>_hjPg$*x1e42FlEoqZIcBj{g>Q
zSIO)5qsM$2Zu<Ss;dZJ-iGrKOs^YrY^0tpb{Owk|@ZleB_KS0CVji)>_HBf!#YXXy
z&WTl<V7#08cYwc1-mXXjdzSnkF!cW<L0tsYCT~(mC=y2ATz$_oOPvxBSV>Jc@tmcN
zYbbrfy;4Fz+^{Iw2@kgNcwf1Q;+%6d*10h^IXK12RE{OPyQAzYF!k&n%D3)h<|jsp
zNXMy6%}x(Gu!1Z!f$H87E23UAAuNv&!P`f2_CbPDHL#f|VrR_E9Mp1EE6BG{0~0vS
za5p<Ern)ntV)7Q;%?l-#j#w(3m`kv-A-Xm%Bup&Kf5gY9at;hO_jgt#EJRu9iOaYx
zRu@}|H+FZHTF)((-9k)MjS!!p5E#5}4qmq&(>B=I&K6D}A43Te00iEcZrwZP;tR+M
zSDbVjcG5#9l748Y7dNLz#H^LI;bi8Hn%sEG@1Z!*(%Xxe<<=9Haq_~U^YYq_OgC@o
zWw1)_O$t;NDJbT{4NMofK;Gb?SAR)uL-UljpJD4dub%%7FCvnkiYP*a;KcG%Z#^}*
z_`6ObbKH~#&jsn7MK?2|hvv%Kb-DC8!~}mYc#+*CMz3{nB<ZnJJGor)t-UUtY*@m@
zu_ir}iCzw8w_<4aJqmZ5YI7QJ4PD6VT28dsl^B|uw(|WcOtw_sI3Sd%A|}tPmo*15
zyjyr;W?{fXL#vZ0$`oih;2s*IaCD)u{dSM(XW}Wc+r(Alfy+qI)3YKNbH0y8CE~kX
zsdtpcaqN1&s$jmsifP`ac<HW0simj1c7Bge5*nu^6rS`rA16oFNmw&P2kms0qF&$n
zvK#%SrRdc0E!pPN-0h=1mNAidkqU)8)@NlrzNIbQy=7$q86yd+eVyAj9<3_x6x~)<
z-sTaaXAqWXZk?&=Rz$@zj;wR<vWo(srJa4Fs31&S*Lu0e2Wk&RB`j|a!9Ry?wVM(m
zR6Wl-jjVxytT1m>I`K$clg7ECYVn%JL{)`KacbRhQ$=kj;*O6O>vs1!{`0IeI*DW<
ztV^5sYys>>-lRM^pe#q%`!W~sMdArXyzTE!O)X^Y#?p~pH7&v-?JcI!;9G!kU(Cw4
z_abht_YIR>Ak}v<<B&lEgZ*Fyg1JEy>_(w232@{Q`ehJRjEF^{)+)?=$Zm##jr}90
zjN<Q@2nrn<YEd25a3r~0qtLSjdLm4I0E+yOONmv;B0kQm({(}q8TqXGwag&J!lbU*
z9vB<Dxwmnd>}lTeK-7fwiNu9O&#cy#ty^q*G%qxf1u<YSCN}6KxT{?H@jA==t}2^m
z@)!pU<_lSPRS}Pu3d)~rsq%ZJA}fnSvI5DT0gKxwY7uvr%Ck8SZKjNPa?GIva$SGC
zTfe~}7<G=H`-WqgLNietqoF6h$W+fJMLt7cs7y)K*Qd4xsSA0{ek0;Z%h$-B^XX&&
zKp_sbWvG%7dF$W=_7V9%y!Dkq<OlX#?mv=_23i<bbcL(_>-rLujp^KN8=JYc-Z_T|
z^1H4WKvbjArlu9;yy&><nm+e@8Bx66dr00n)dA;orl-&5a1s}+;XV+Axq3QG6B8_e
zpHUM{5j7!pw-w>!i^g_64cuM+-pKIj?C%}O5-yg>d#^|@d;kG&8Zd<Yq9sRH<+z&z
zxuFz$a$>nB1GRDmt)9~-V{5BCOB+TL+Z@ErDnNb>6~KEyUfYQ?m%~JkuIhk3$iMwr
z{eRLbOn)J^qWjzxi|m{!NI%HyTlCtQ8_8^gmD8Ckm1uJy$6J#-pmBC|(5kCL6~<5k
zG$(ba{}dfWr7rT1^ma<bL>$VOp|}gUTgsY^eVyC}hQW&DEdKB-wU|rE&Akp{+HWS!
zg31rS*E3m(o$u9`cChcRz#c!it9G=oqKqdyy9re5V{Gn8G0Z2`r~>OhZ3PygyEi}d
zv(Jgc=nU9=K=paAnuCW`xEjvVc7Ru1OxoN&Q<!eDdt)2$13GVwsxES<vglAU!=GTD
z%Ejh-L6=kkqO=-NMiF?<D(bXO6oXE6ug0ZY;a22q=bOF1Iz3=@)Qw%h>coG&O7^{!
zBj~NrL|#u#{S3%mDatQy4AAT8w513myXZgr>X8k?3S1Ub`{;Wnq+AIj>{lGs{+WNQ
ze286=fES^xQz?;s@(jQ>i?UO%JxlMpRJrA9I+R?RX46+2XM<sq!?{cD?tb~2sWVDz
zAZlYht3~#>Fad~f^Ya41dldl5Jg#;9_5LU`IzRVLx+NixR;1*b22!8t%$eY&?^e=>
zFxfCoXk&iOLE89@jirDZju1un#up<EoF<%&AGqpyz=s`1Z224>J-kiaiz*v2ad6)a
zbi(GL_7uS@1jNipwM)Tys}uW@H1Cujx14{%MJmxD+z5Czb`5wf$z)p$wSmMojcs3h
zQb>D3h0K$<TerY_7<_F<&V<&d^l8*4-#unDX?+168WRqm%M(;&xI{L=3V`GKjTzm4
z%1*zp6`T5tzV$CJ_726NN;NfZe}03{%;pHS@N#z0T`fHZ?{4_4tgTHC%F9^Mf7~kr
zm2J&?Dx7!xAKErsDPlR17`lrWjSIJBZeSCc66jSkf`U@6g*%Xmkp?|LP*89>Ed++n
zMidsHQ=Z*8{ve!oh8vEe{W>}4bCNQs+&;Z-Sh(xjwUn|lp2UsChqhDgi6J!l+SJER
zL|{2jMb#VZVQ!Zt2+C%W;=C~Lc#yu$Rs~yS2D`4XeV!fqfB`yMdC((<&)5=>yXQwS
z&&^J=@doQT#r(;XAk1F2_mf&#cmC4;8LR(LMM^|ANa<T|ZdPDZQxV8cnobW0D54d%
zdl~PAANKRpLSe2ZZgtHq4Q=l-MtM#V_+A=5b$1{<2B(1X;L9J*`FD|t6D1JKfB%Ww
zK$))Q9}STCDiwK}Ug@%1OFTXFIR`Qac50Ytuxmm@KB!bFZTV($Kh)3SQ=PhkXNh}c
z3$@C_BF*-aQzO^ERr)l@>+{xEQC6njZc985ea@Y0#yw@A+?$eHDh>2xSj^J})e3@w
z(2`|{mSHQEh^VOR3S@?m6h_(T@1rQAiC9{R;p;r!_xS8q?%H<0;UCLnHU(+Lr+9e+
zU+=EeX}zo&S5{G>cf%JN)8BN8qphq9t9?wqoF^e_X;h(Z{Bs5zHeyqQo|>g9jh)#m
zF@@xPsKmOgu4mo-rCuEYK9{e4(Z%g*s+Y-nm==WQ)jXOPY*lvY9Z1y|PEJYTg1Fj#
z>Io=1rb)vSI*KEpKCW*`K5%g{n-{Ri>9-lpDy*YD)K3F=BRJK^i=2J6lW}Jt`q1A7
zkGr$7`qXxErg)bx&31Q!600L;VYGD?KK_Y_@}C(Bm1iK!L-eKxUiEQ2n$TNY@ctbr
z*gjC}&#WTDCdP8^+{1Hpu_~;M;t$U$t59`*8w@KiDtg;}uHwT)1Qry{cb?>x8xyJ~
z>g*&nGx~93)#~q_biV_R_uHLjBOs&5mT`x-+W72oe1el^{m*AaWUcde-;=ezG>l;)
z(s#j&ZCGp@cTR%c8a`H{O7L4=-c_%f<&<IYf)Cqv`77({Mt}<Q6)7nx{kB^lp$}ll
zs^`W#qoYJ|>xv0~HYTOZ+w%e}XQM0SPcz~6b~nkG5t6U>URhXL&N_8{nx>N*&G!%F
zt&{|4$yh*hXwbQu92J=+Gr*WsUd~3(=7sG+A%>1AY%s&+j6^Yh1#uUX?%v+IMJ881
z9sq^G*JjuFEZVup!$NIn;L@5IA!LrR6o4L;zU>zUy;7g6r^%$bJN?Fay<7;?OrFG+
zWTmRe%+g4>OrN#gd`HR2r}7i%tnm&XRN#F|9M9~mU~OtB`aIZOubkZmvNxvj;bY*-
z&_BjsryY6<6U4<CwU3Iy5^QYpCixHH-8tGeh7)bqpKhmzbR&b9gt&0p+82O;24V};
zwfph+^77k$r}c>aPr-XWMlT~}-K82Cqoud+3Y!%!jD7QwfaKPbL!6-xyp7|Q3l&?L
z*}!TzA^fc|LqBv;Z|UVcy06!EDvy=(JE99$To&+}$%TD#o*xwSZ4hQ*sVkh4VXcQG
zA@ph@Nl=a!h1-2z^>eJK-z8(o_Q!WoY-G5Q+@VKtse(DJL%YTN2UJS=#nRY2+ohdt
zc+2$c#*(^>jJmqZ>?7hJ>)C;;m`yJ{xLkqi;>EiB$|ru1SUY!4kvJ2q^>UnPyvKJD
zi)V_Vm2o$61xMw%Y-Pz9u?Ro_6#YZZ8ti=3nS@aTx+sICmsKnH**i8kPd@A6j_x<h
zUozkLz$dmX;2wJS0V9WMHFUR$28Sj%U1kanmS3t3N7hk#Zam_0u{UlRgg4)r4_kl-
z^4(XFA+zd|<8E^$d;dSWzB(?-u4~tLjK=_xZWU<(k&;%B?v_@DP6rrz0FxTJTj?H=
zZiDWap+jkga;Tv>dwjq56Fuk550F3bj=k5u_O-6H_F5dC7Fq~8EkF|BIUhc7+gHv7
zRG#2^T1G5ZscY6mZo@KaOQys$W?TtH=>2F)4T0sYlaP})bxtrf<G<g59d;3dY|fn8
zgV)x0!8#{x<h?dN(wYo^Y)5gQhLcy*fXFz<a25uHClbojz82f~{F)2Y=$^Ro?VV<$
zii4os%i>s?eeCLV%G5EaF|&x1mk)%jhuV=&C7!fZ{%A=JfI|El8w}i3k{tI}q3aIE
zRLjd$f4tMJ^Gw_lXFY*!0ysmVxEIZO8h*NX9rRCuHb-_u;#Jr;ITTN0gw&0w`AZ)R
zB5nNnY%pn`@Z}I&uL1$S_{4jx@%X@wn2&FHTBpIAQ|zE>%mhsELySLV@iHfIT22lN
zO!3rgjRG<5g6-0$1PY#NA=ovKwhhuUDAo)o13!9Kxi#k3w5aAi2%md@R1rKij;naM
z@sk$R&#%=m6a}r4K=-G$I73kGHX1vSDoPt`c>HXI7h*tjl$&hQ-$<0pa0(=PUjZ2X
z2q;=2Nvt1!CGri4l7)&F-|tQqV9s(7=Z9sy+QgnO59adTUXVxhc7WzHRK`aeEB^kw
zn>;}?3CqVfkahKU2!x)E?an?QNY85*pE>m+>fiuUD+BIuzN+%aJoEG{u}ctF3KkRs
z$f0xZmOen;t0|qB0ZjQnUZRK0LZ=MAtWQM$wA;y18Mmpdlyr+`sF-W|x=oBx1Qu$y
zI@Y&rS2#6!+-tn@5N?3~Mh!XmAFTO^bszQ{a=ZQXeRw=<IKxom%>p~cseE4ntt{*k
zC`Te^@ZjWST-8`c<;;9!T5av!JENR8%5~UQET_5$+h&&~oPNHf5ApOq7<#z2XecyM
zQF!h-Q|8yfrWQpb2cwcY<c9{3F&6NeaQ_93SFhhpVJ07Rj8>(|ELNPt)7#mR#&fH?
zc+VWPlsL64SXcl;zSk}?_zyF9OvnMRVdAV`Ic5QuV&@cpAbkxvYU%lb?6T9Bv%pfa
zQ=p#GjLo)WmlLlBtddfG2t!aB(&7gmUpYto5c=F;t81!xv}_x{jhi&Uv!&(apcwyC
zL+=ibVO>E{D`+<l7fXVoIf;Ws`JwDSTe2bt<B8B?K_|#4N-dYcE-ftkzVs73Q9-}H
z)GWMSv=-gwuo_KTqvy~2He5ngQ<LPs3<ht%3ny4b8qeu2P{j>0(>No3Qy)PYA#~^W
zjUP>_14t{I?TY3$3Mihk0?(UzvJqdo+MPX(=vk$-NG)?nO{y>-$y5{FNCKXfjpuE0
za(&^I@2fLwo~c0^Dx;#XD1ZN8`Ov^1k~|FNC3NH8nx;196*3=>{oqQ|<MV1YS)3uF
z)(df9^H$T;jQZpDM)+M~yLmdA8`cg=b}znSPW2GwtU1ILPt^}hck8Q!^!HD5BKszm
z{OxFm_RC_7E5@~3=bGU=qe9BN+4?mGCM&i=CMsFX<swCMLhZpMY02h@Q2ci^`%tr;
z_)%)*eszn<Af0|Qv}NVyw|81uA*X!uFmgZwA93J8GG3GscJ0AOH*EXvAS15HoZ(_q
znGP+j<U37go8&bz3ePlHd~t6e0$>Cl{-16P9&o#Kh9N?h<Q^B-=*3c!QnK<&`e`>(
zW_Jbl_}KTj%{CYXIC1W3X<oY*L>zh`3z{13qOiXQ|I9ug;8&_au>}Z@^40=PDXOwE
z7<PhQge1twn20=yM}SF%s&BPy|I?$V{$@=fG~SC_yK@sh0bEI9`2%ns)*JjPinhnX
z12ff5oGiRjQc}f31%)O^Ku`gfnr_xl@mFX#IM{8xJ=Q`5TEyY~`_p)`C5*Ro%(6hE
zuVbjM0cv=dM7(OoXBtdwFjsPw4u0RDE6mo68%*J0ZX)zKw9IB~R#bRfh*Oh(Gs$i4
z3`=s|@m4c#xD7gwjy%Mo^dT)vkeL$ZHM&Fx{y$f=x8&=8uV{kupP0*~Kl)mXK(UAI
zROs-Rv6keD6q=?cDN#M7$E+ar(L_NN3ivrsL3I`v+_I(q@@AP=-5m6-UdBCE)(}D^
z3OXdG!Q>imS9un@^r6FZ?lGyR!DaNlx>@=KZT~mHAe`G64qjG<t{x(?Cys0x;@pSf
z7tD!sy9}hpt|jA-`QHTde}<2jSK3NW4ntA;6Z3TryB>SY$)rp{Ct&Dlps5vYVK&hn
z_`0ydwbX}+5lB+3s0|YZ85(|3Z*LqAbSD;P<>YD6^d+RcqM|Urg@sFE!DYfsVx_v{
z4W9oQfP#qA{d<Is+2Umyc)v`PGx?M(GYjeyvOH3lG@zVmz7CH5g4U=<WzZ2ohif`?
zS{e*ryiZj~*>B|}o)#8&V}V_}rGO`WCoVr8<DI8*?*$F$7FM9Sz9hTx-_$)>u)Z??
zcs~vN`*C>LNqJd*{Ry({^&}-B<1adhp(pF9p(Q<|0xlEo5*XPnz+2Pe_{~fYSNAfD
zS4;aqOiLH<#H5NsaS!+2Oibf<|5V|bkYSgxKIkZ`XXDQw(Yc^r`2T)p-{5!m`ijM}
zIc~K8?)Xb|UbjPp*4|O@XWa4j=#aaDxG?Rnq8MsCeiV!1_BFy|)xmm&(zxR{EVsoD
z>fyqxnwi?G>j6zcI$0s71oW^ZIfSY&SzY-ZvGNw}TnI_hg0Y)$J$z~1<Y2YjKXu$q
z0<16v+5j<L_(3tYP{AAI<@9#^cM?GFAu}+b4WZ4=Sr2DQb&I=7)pFBMJ@{Ra<8{Fj
zaLixKiu+3Q|Gj^sa~VLn-0fDUG=PMOwS($1Ky3*o?2HrROz}2{;{Tn2<jJH`^C@sG
z_3vQ%7LI3@i)_z-vcN=zgEE^mM0h2`+pR0TcxzP)ifQA40Iy#|=9D2UYJkP)i@{K(
z)dEEcQLCd<al5E$tr$4)Z=q|og52QUav6>!mp_?o+Srj2CmP$-i4NEuA{oTEMeXZX
z+Ykx}j;nt0_6~;DwtH}yvBeX>@qdw(YkHKxH{8Yf2tS<kbWj2f24}F}^67&$#D#fw
z63p&A_}@7^qe_8SM)r-sI{jyFJ!MLSTqgAeL^0{1h<(jcV-ov)bG`eTPdbZo^+OS{
zM&8U+)WQw_l3rU1oK8!7T4oK$P&hvWwC~|T0UYELiPNf_xI?|>GZJTh$QUWpp7L_v
z58)ji-7;%KO&vl-S_TKv&6S9UJB^8;SpX@trHi@g_9eSmp?;=neZ`f<hh{CEtH<F1
zcv=gqHnspk0r?PG+H8{ehKq!Ft&lPgC?Q-v(Dlk4KbaQe6vLaTf=lzDc5keD%P9u6
z$cI-k;WmBC>rIV>*Hvg4*6;n_d%HYs?pU5o%4R5XjGftqx2u>vlJ06Bk>BbK9fKoF
z;Io?`Q}ffULYPD)^rEBZuss%Qq&9=7rdQM_6hjlcZb^>QYj}a<4=Xc`2IMVH3ds=~
zKpaI;Vg?+R$_<&&#*&^o%7s)Ofh;B3Xd(5`QqEiDS|GP~B_0oT4)?sd_-!o_5fN+G
zpLA#V=6rtYX01578q3DsF%x9rbr0|P-K)f6E7zJ^egUu3PJDvUDM9^_wlh-n?3O-P
z!-l<LN~tb};s{Kx#^DONPe@OavlHHQ?Tub|HE`XRE){n#jz0%+SrN6#$8TOsW!t0_
zS5;u!pZ&8?tcw9aY}x&~AWn9*NRZ#i4XR7yy3vK7k<%TB&-6lo9X~Vj-cFADgq{b@
z$!tJ7BM-0rU24!<VyGFQy{#UZ;ZA_0i@)*YW~@D}zUcnA&*8*|%`I{KM#-a+N;+iV
z?kuv~8w71%s%V)yuIGi_`)#7W_Us@evZxREjmgjNp!>s?LJ&C;5wtKxpDs-hVuKVC
zdUq{XmNvHs#*5EM?hFQGY@HJsT)lr?%}BdH6QZx8W^41wL?)6<>3OGdnGHr==2j5i
z%dK_V37TWKhTzo*40?HH1-U{^+zeWBpAuHzD*zE%NKId#95`jFwPmGD-H8>(2x<Xd
zScZ`r*tPIvnF(2@3HXvrM<A^oM8nBkB^Zx}1fxD<1;`2QV(v)0En}dB^#LarI1FF>
ze`rCm0)%+v176e-TvI!yMW;bT7<7nK#aRA+^)r-sy0kIb&c|)yrUj-_`hU<I`(2W&
zS*M;?_&;c_i`M?}vE*i&9Ad-?Y_Uxj$d9TAZbB^Hek(6eY<%hlyebWu_p!m?p}l`j
zFih`}PljxA)-p4x&=48#f1S*QoPtN^c86NYv+e*zi_tNld}be)$j|Rrp(v<8<Hy^i
z&@m<ES;Lp%TYwV>0#C|hb#x!Jr6gYVin;O?hzZlx^t8kWtHK;&Crzo%U!^+Ii;G$R
zm`=R%an^kf?Fw1u5CAJO8(%{f`jxe!aiHg32p-*O_S$IE@m|-x4b)kuih!xf6C9{~
ze?FSjOiiZ&l<(Q^#e3L^WHjW!ugAtm+J}HXLyV`R`o8?X?t+~&E8f-ytyo*-I&@IY
zwVTHb-p;E&O_@_-_qxSwrha*bWbSKW=f!Do$MaSAyJVUH))e+gO-)UaLi}FQ3APy9
za$-c1D!duu2K%vrDn2zo{OTZf)9Y&Fb5s|1-}@;D17;T4OBy&$K(M>SS7*lEolN$3
zAfTtX?=?D+`)N5W+J$<!FGIcOVX*7qCbCVRKjEPhvNXo`OKj?W4@xL?9DvR&q<?@3
zsFCy5R1yM-im6^roY+iUm|i5dM+6Z2wb%(H=X{pEd5M1aN996=4`3ADMR}h@1`G4S
znc+t1(7ccit^-s2hywgLx>r<pjJ341R6GsMEH6eCRc}#IQKe@LbI=oEJ4+O%hlw2m
zrGm5@X$4YAerW)*Bp=V?#+X1F4XDPkxWLBN4gs=1hGNzqNO!@BNO3XgP%4_1WG|<~
zA$lXF)0r78&whdM%(lQ}(7(j*GDE^q{S`LT(;aJ}K)9=%-e7<<{>(##-vSo}tmIw{
zGG{wJV~mZx-DE^K9~?_*q1nK$nyh&bOnd6!Gye{k9-fR>{nBJkO@{9|kUVl>Ix{x5
zDXLI9D<r&e6t)eW3#ALNNcH6D7PqihOcY{+-5qZIKtII^7;M$<%D*+BrmQ%h+t1HW
zxAp_U>_0x=t}ru>><)Mv6w|V2+#ujGHYW+iSXfBoV_2t_=A)PRsN^CwSKWrPt)P1e
zNE5=d-M?|R_8fztRW}e*aD@2UCr3}s%ybKk>cn8z9EURk7)-vPTN>lI(a=MXdM7S=
zB#n{%ZC#IEs)E&z-C$pDMzOx-3BcloE){woNG<Mov~qJW5&|v^x?>aA)$3}}IL?+~
z`{4DlLRXGd&7|CcJeV2sSo}q6OGOa9G0gc8Gt|>GvM@o*u2b~K?6f-lnjOeq;3x$U
zNMHyf0P#U-1*Lag61c_4xQr;Ls%PtmZ5!WL?&PI|>aT$)?0XFelOb>~nt-n-<}wO3
zz&zZN#0MM93vV*S=Yp*{sNUt72w2zH9^*Y-JPU?)X1o4D2wDOEdDKuo+l8B{jC2TS
z5B&6S`X}v788DKo-SO0s%)zp>*B`hnZ?`nX1H-i*Ldn1-A^02NJz?Nm=R$gW@H1+!
z_rhTOctE_#LZybI9{S_)FIsonFhuZ~2E7Mh?UAF==K&a0CnUhI0qI3S6|seZX6r>E
z)%)+B{!E9EP%OC;B-McS^PNT9mc72i?;B+W@Zg+>UItD&JsTTaAS85Bkn?!{HsGCW
zK{iMq5xlZ`nsaP`gnANRa$|4i@`PFtS<}@5%#Pq>>y_KmoEZ_3nzr^$@qH{LK;tpa
z(D}>R;!Om$*sZM{rMBoNuMm`8UxWv^Vl{?KEodDtA^x!fHf5o0W^8-@I%ur@+d5_g
zK$NgGBs;}J)V$~TF<6OtX@tjz%NKB2$`PWOQuK!-y(E1U#T%=m{#pJQjC*b*qwCIy
z)AZM?gspBTL=4@*`}^1H;`}*Txpo9OZ{VdcuRRbD{wz%(?(8@0IjD_AP956Wmd%;t
zRr|Dz#uMDB`!9+$geNf@fs#&`%d?-d`~jxi>7YuuGsq{65`e3k+RD?ixZcx4l`XtH
z2MNjTs7Q?7F+G@M=iq3=c#sr5|Hd|RX-f1Cph2X}DIPY5+v^G%GN-89J~s%no!NK<
zN#_?B;dAXS1*%ZvZga(YkXri17G2}<G0jt9-uE4cWDm|fq8tABg+%3(1K<hJktV;U
zZsCy7$de`J;>9x3T!vGd+z|q#fS+-HkB{d5voX9<R}r!#j0nDZvO2`=gp-4UuCp1Z
zM|+DHe;R-GEC`O-ee=_4)|xueBq5bb+RLmlX$s`~^V;}BDUawZZNU({Jco@>cMT|M
z_~eiT+u@r2;%B6IIvKDPRP#420D)a;ACGEnmC)sOD$%Y)yOH*RKA}2zu+vh)ygC{G
z+(@`+3axX7*CQ*;Ws<M}dMdi1lilIn0U+|(kRJ&R7J?Z6DapT84O}$?WL;_M^o%X4
z1m2N{ZP)S}uisPfY}t-J)*NlyqROt%;>hgoPxY>cca@}D><?Jvi;D?wbop*X0Adf2
zog^$GVmb~t2cM1vOc<24)<0bRYmOX2PA)u4JQ{lI0#0_!fZS23$eZaB0ZR~|UZ7{2
zFCIaPsx}rY_eVhrdMd~SK9!Xc28p7u($SHpqFvS3;5nfm7#<xP?9=0Da99@ULc(G`
z6dnnChOVxTO%`_{D_rY$c6v;cyF->1MYo#y*4p`27mrLOnRJD!2@Ja?2B9Nv4qX~o
zoXT!Rv-S}5gbX6Ln@ZA44$9KkYdnq(>U1t$r@CP?gaTDOUgCWRdN16s_+hu;iB7RS
zT=Ea#4PjBD^>x;Z;Yv`D;J7MjN9s2^VAPhA4%17?uS-+UT3Ewi4Fz47;fXyXBSKwM
z6|u-V$e4b1-MtZyRNA&#D%XXhErR&I=Ktmb#3=fhi?$^f+KlOWRyhS&_*uwg?PEsz
z`sz7&wr1<?kKmk>`9QA0YiF=)SH^$oY3^%X4_6Vw)63*EH}sV!@15p1x40Rb&!MYx
z!dI=-<D-n!$;3R=KefB)7BaWE?l>)X*d#4g?cdSR@irG_wb;&@WRW$0jlXO8Tz^Tr
z@Ip_fXBm*dF&KfnU1x}hgl#LN4EE|6@a}jp92bAnkG}fP5s{EbT*xc5QXerAM?2@0
zXEkO%6ri^>jFUIqSmJWDs@7LXp{?_=7wbh^$jA(ROb-YXt=p+`MrvzEH34P~av=Qu
zDMZ|!{klub(9vyt*lGs<X6M_FvQG(gBzGF*6p>bf$$4`)IBb%{@k3)oke*SjL7a9>
zhhy%I=s=50UDX>ai<bJE#dd{#6E>+qIBP3iIn3pc0X@n4eQx_bK{HON4Gi_Lz81*g
z?(;v^CcFToJ!}|*<)Fl5P5Mg0vthMudpS&DFX5_om1dxPTS@xI?O7pb+;B*UO;uOj
z6+<3K3l#f$osMX#a<_gLM2Jt<P(QN;P|8ZDBS6cJG@x3@5V^e*vs^YlIMJ_;`PZk=
zsbbrkr){WD$gqyT>P4`yhj^}!IT7{3@*)*1hKG8cal5RQtS6)hyJD%YlR_K6Hs(PE
z(J9hhwyU!4!socWR|0ZmBU*=sbgFi@{+F@=<krkTkSRP3MBK7aw>R2Yv#02;7Kvr`
z^mq;#s<g0XA7=FQTs_joZ0I@cp|Z^zUtLITb35^>z1VAP>a;Nr6A+`DX(0$c0>sY7
zCgMO@a1|uEDNUW!Sg3#<HG6ubp`LVVcmJ`Pp7nh%vC8EI6`3cE*&%V^59OwW<~A!@
zUeRwO4}J&iZ@uK&EqsnIAV;&glsxlO($#;U{^!8cViTp)Ddms2@E+Z*w1a_GN4vmh
z^|gd&7L{t&9^3|9XKoq`F2q8+b#TFU6_m+Br&36Ifg|=ZDJ-pVh<X9k-%_Un=7hN%
zR?N|SEg&Dc@0{d$Ji!h2iQV0opw;^+G+ewOj|gMXQ~BAEaZLv#h(#U=>1Vrp>Lb~|
zKVDzN)Qv_jJXRURinMYq4-Wn(SE-lr{H3U7T!YgSuaou@1Um?<d0`Que+;~7{7r^g
z-<>PUhOC@spOl%5&yS$do@MMkuTu(U+{1jp;)-jOZP?D_S|L4w_LN|^9S)f|_eWn|
zsrtQ(hsogemj{W}!x0fgTZC&``~7-gk693dw(fw))WEcY@sWFh{#4i>$jJzTJ%nZ@
zB$=ic>arUq^iwV!=^KKuU=cnby46a@!`u>|-4n>=wO91C%F*tRu_t2z?pJP63O><{
zH2O@>Ymw6FIzBZJoC5K;Vk-@qCV_fyRj;`u<7R4y+St?g?Ulq+#Y9Y(x>^TJKP4NV
zk2Lo3aNa%47-Zfc8)YYlO*+GNk6pzmjRkSy;Ms@S%g0<4|G-uOP&-PHsY$bR-icqu
z{QQ;Jg~uo8;o&HubEfF;U(V0ut;5;K#(%nr9JY1<QS$d^0>pg<Gq|oIzyYL3_8TIt
zgg^k#Wq33g9UI%|$|Wj7=e{*pi4y=m&?!7w1ZBBeiR7Q00m({$y&;WXJi^C(cbg`9
z{>ZR*Rs%_jpD$f#j`0z&;p8*ddr?r7GPFij*fX@T9n-?9F0sD6XtcT_X77HoW13t(
zXai3IPmb3GqNB|~Vi|HD6Kl~zShU|$InyoP)F-owZxQvspD<9`y7g=_>D$q<$-(9L
z7}^>qnqE=Ex`pabg*D600@PJjKWsWc(n=TTuxW(DOH4xsxToXJ%RVguE%3XiTV35c
z-vs92OfL`UMidIjKnj@jfC1$R1}f^r>Ct6+d}Evc{j~mKBjPw9baT5;`=hwu_au3J
zwO7;9rPDDy0^N!K_b<;pV#ep&?N><w-{&r)^p(zHnROZl0eX_DBhcC={r4Z9p~dHV
zFE0Ei*CZe0bM21<SODF0t8@)Ek}v&n3}Y1JH$JLoWs^_#J<j?MC&8zIQr8(7iXy*3
zM#ugeUtER>wV!cTDPP|kTrPJl@D%g08}6lG%sg%&Au0MsFe!!)-qIUwS|&k93-H}v
z{`>LO1_E2bhk9;sNHsjhEUWv9G;LkVl2E+YL_yuQ?^?%>=+wqRNcT|RP}lh8(U1aH
z1F^nC72xJ~Ke+%W_Ojp)kZRM2&-}4JZu4ou3+tGN7qY<)Iaq+z{Y`q`+coc)>J}PL
zUU*N)O1F_M&J~jELIc$2fT-x`jF2!MG0*8W?D4_!v_-?A6NcqNHj4LD2Ak0L3Z;?)
z;GKi#3@~7&gGHsgKcMb)s)O~o!jy1c$9tQ`F^ve?7C=(&WM;}EIN$(unmUlR)D3m(
z4u8zRi7~L(y{tx(n~qOAUa51Eu)Lg{OX0ev5L-_VrVNz13gG3nm8HGCaM)2Rh-dOj
zct^&lq+Fgh`x&Z0FZFb#GeM9;dquJ1jz&j-ZJ=^k>iFiKU6ZGc3EnT~mc?fYz}_S|
z_YDysN_rZE^Vm8dvB}ICA(6Peyo*opK^}_#&IQOcW`Ue9DS*B<zMFkw#mQfmG<tEC
z3%s1$Zg}i8gsF?P^yT>ub(vN<uzaCy6$HVF_DAcx%Tuvg;Ck}%hZc;#ueG{4mZe(`
z@+e{dw90~Kdvxs7vyd%wvK&3EA5i>0-g~GXkks97M!y!<h7;9$?wdy_=!TxVt{iHA
z{nqd6jDBd0Gm9q8`T_c^{>RfT040%c>eYF`!R!};I5X!SPIAT=1n)qiRH~5jWL^$S
z5T8x-sa#!4{a+(qiuV}yKLCeH4ZoKRC6pz-AMC47E*u#2C=BJvz3yRLzP6`WwXiwx
z%g*e6*%?2O7*IrxljaP0(^CLnli;B3-qE_(1MtE=2A>K&fC5pWEcg2)m2Wu^u<mp*
zro~8QhU}~^9)L3kr7BEjGVc#OmQ#96>2Y4(`vAlm@nQx*ZgLPhBx>>U$bNXTjB92*
z@wUV~bk9!vbWgkR0qO6{?)t1uxH@ajjW+-A>?e-6{qNm3lb&4tHU6)1a-3QH^3?y4
z`r^GpN_yc**q!&jvL(-C9_8JtW4%TD@{xq>`sPuwIKl0^x6L9%BM*zpCZkPbUB!ua
zIur*JJn3#hN^cjJprSNO6u`hseNL%cK;=9aEa~uVGl39yaelEXwbGJOqK+L(+SBji
z%<RQtcT}(8P6elb&DVp+{(ar*m$~m;DuS6iJ#jWYzY@w9TIyvN(0`Rnwj)N)k3g=i
zZA1*$YfP@0?IJ6teaYg-oD^g`X>lOGI4$kw)={WmCugQAcE?3W!fWS*@Kn$Re}_kX
zUu#lUJ57q?49_JY(%-$KDdYS+B8VAvL{(oY5z39t9Lh4B`o6>pf<Wke3&j3*FmkSA
z%6Y9F?YaG^=iP;;95h;v59r^AYY;cXz$rm?t#U;upRMZPisP?0`2E9IA{1ZH&i7yI
z>~|BDw{JfltsA4T+B+~N<mb1%g+?M@d-g2uWv}0>H2LvSM8r)nRf8-@N@Eg}+cy)t
zgg%)p?7yvDqQFM7dyoA0Re$|v`p#8!EWXQ}r{*7$bK&6{_Lx92O2N5zsRL_0*2eos
zf+LsSf6p+)Ee&n)#jjd)31=rtAmRi3!}#qUyvwj#Gee{5YBhh5GN6WY!nvsgV)8U^
z%V{>=Wn@e=e5JAR^97n3IiB9u<6WrBv)}gZ8+s)o$;g_`=h7)B8vh`-Aa5vEJJD#+
zX5;(pgDYHSWY(p6shy6-(hKIU^uDhmlT}U3mv^)ebT>otT`+S7$rY{n^+t#hmgIo&
z?xgU+f~xuf>u4(eS~^=>RO{mR#UIbJ^L|*4PfSF`#YtS|B7gPTYx`#_zsG7}>Q;Nu
zL>Fhv681UgU&GOQ?Y6YAg1j<!%|8!|OTRSM-irE%#He8X>r6zG44a{zkPkSx@}|m-
zU5=A2nko`|Haxt)Ik>s9dBQMHW1;yOBwae9!H16iEX_-Fj|LVi_lCkL*KAXMv;<e6
z?OmrsI6l<7;+T|>9V`4&@2`8C`rk-TcCXxIms*>XdB~bC_^;&I`5G-Z!R(2fx|`jQ
zH#)A{d#-^bWK64L%(Nmbt5Xh$*O!7HnFytNqK720mmFO_WZbn{H-g-I`U37b*RDR(
ztUi#XUSi&S`C8{py2N8A+zSn7#a9K|TqO!ny-<X0J~Wg|XJRx{t3>+a$lODYlj+I8
zN~-Mdw~R{^{+b})*SDb-GEl7Cr^=_Doad!9N6%=QKh7-psw#M0{_G2{0(WM$v^S{S
zNbaKIk&H;@%=4EJ#SW>qmk6yl<2O9+xzxamJg47qYZukl7s^L3zic+|%3xB;m~L8i
z5}mzD?~r~#yD`5yw2sc<R@iPUt>4(*=B=U0CZYJA4l*Jo{yZgi=1k?kV5a2d71f~C
z-#`De^i7uXZRBO1vmp!GHeA9sJSC8)o66lL+(L}nMfWD0Lho7~y-UZq{Y<*IdTirt
zJzk?TTGB#6&N;kL-4aR-8rUzxP&v>#{TaIoxnL@}`ZrNDQpF~8fdO*7HP^BiW@bK|
zhz%*Jh@TW@!GFHLM<y0`H~a9Y4#s$=d*xId^w*Sr_r1(Ls-|e0X0X_JnRu3e);S-3
zhKBlVbDG)lSG$BAZ?4?R3eARk6mn`inVi#rkaum;&P&uqQC_KQOv;XbX}ux1*sZv@
z3$2x>wd_#=Dh_5g2Q#|jY7MVeP5=0jRryc?v7=h27gjxPq`_n1(7)(67H=3bfaO{%
z{P~ljq~kBk@;!g2(Nc!BE%(=$g02O`{)i;UZ$may##bpu(-j!5gw`E&=c+f|WHTBU
zo;fcekpbMOX1>0@{(88;J8D9ju<4miZAJOOzJE8qKeqaE4w6_=(N|b3bv0Lsnql~9
zx$R`pYg<<BPDwdA_iOpnJ|2@A#$5Fqb;rX{c@F!0OBX?9#{0c8&z~2Y$NptlXD&VQ
z?+ZywBcA=SX6-`xS?SXiA);63I>WtJ=k7+i<wJBg-}WGMskgzRb#jS7B2m?4+(mNA
zF~|GM9y!<^@l3-S#Ak?6W0PDWKP3njBJ4=nWI6QZ3-u_CsRd$0_C8+nbb=PMJYWM;
zbtQTswO&I~2L3^J;9%n{qu`D2>*+or#{4zc{u;E0w<HiQB-DvHCQWYXJS#oc@Qru&
zc0=V8)>C}C7g84IFFuS#2tAY+DDoWi`r)`W%(%Db!Ilxlw;owlCAW>CgnWMl(U%Y0
z!c9rP$Bqt{v|MJIZ(15?ep=qSJ2Eh^I5=EeMO0urqRwV4<}l=YczI+b+0QROC2?Gf
zt8V9YRxNq}K!x-p-_SdEE~8FKn)nC(ZVvF0MTqHfQ=ogC;l(R25$B}cmkOkH_&;Ma
zjf3I~yH*Nx!E-%0ik#ZstyJD~J*%UWt4s^I2JlfqIfj5X!eu4QWsUb$uqRGFAfT#2
zS>jcxSrB)YGGBQ#hs{4!W98AKWsy|8_c3P`wX<FP*|e^qT&L(YL)TycJ6U%RJlRF=
z4E}$N-_|y*z}x88Twe(&S-2Aw6_qAWdj9IpS9^Qu_a7ghx7vLH(N~Wsb(jjK1@?9S
zTxb<+Eolp_(;Rj;U(0%+`7&?04fBLcV&4~{cmO#hl#~uGlyCdvWJawPTbrs2buUC;
z+2N_7@mnw+*VifP{eAfLf96qu0oZ(BpELe6=?)KU)FYUB;>*f|Yinx&6r0_4pF{K&
z5k%(W<w~Q~TKhAEOJCoP8#6pm-~Vw5A{!AKOJusz`vpu=b=j;;+&vC)V-*R+UZV++
zfMeGOuW}*#3YOqz#Q+Q2K2+7zu(5IzelY*bgh=%8lk|Y?F{8qMf+0vvVfjZn>6(Ut
zSA_M@Ju?^9cy{g1%M>oM#HAwM<Cl5tC#>I4<5sw<AI?jA)s{ljx$m~2wXDHz)<0Zd
zM`U~LO8ddgnFne`1r2M91{$dxqeUNH>&F>}d~<?A!H)IU-T!OAEK?>a|Cx!Gu9L?3
z*{LfgE|h{gnStE<I05gFAf9SI`zcPlN!x#DPL2dzow74zg<Yv27)^-&>Zo)Mc4sV8
zIXTcErw_b4TQbF_*7_xCo6cP%s@_gZt5Cgv#gT@pi|wyf9Y%y-J+zUxQcdW7-8^Z$
z{`^Uv8`MFo;D)6OtNX&L-J5G;WsywE;M9j0yiQ}LIas=)IVx(r%V+l^w|Ni$P0j06
z6fc{*lY<Gu>)+NWl&2zNM;J-|MK+8}Lg-KAug+hK%4eUr$O9>fH~j1NXK0AP_7E7X
zqzM(Dlm-6t#(Z6FgH^k}Xcs5LiDu3-L_It>H9akZLq9_)G2=RQ2CZ<$u7NXo=}1PM
zXE5-+A`%l(X-(UzprCC8vtdcN)A8{nRc}SSdDlomA7KTsyuXI~bM6h3()75vC#31b
z3}-II#>J%_T{=d0Pgs;%tn0Sj3Fwyd{We@WS7|+XSzER3>%`-q7rnjvLE^P!#Lb(C
zTj2ehhii2M5uJOrZEej}i2@49+B<u@vUZ~sADYJ;Vgb1_FkC%&s%i;q$PbYY*3EM|
zG13}&&;*v_?Y%vBwg(T4wAtxb{z3}hWw0Cdp<CVdZkYV@{ZT}O`qogm>gt$}a*a!B
z-`gNHM^`7UBM&oF22^l+75y~Tr+i}Nff@-(=Es7$lZN?e?5HijQsQ3Cyw`Y75u+fj
zib}4XK15^_5fyP~b<E-)DxZ^y#bGzBN%ul<aJ2Vc6Ga5cja#r4%YUe9oWrdLOP9Z~
zTyA4!HIG%zsNG#L^q32#=d<wu6ay+tM^_Z6A{&EVk@#ygzpLW+P<4|}BBGsp(d7=t
zN_8H5>hkhxa{gyzxma1Hh{B<4=G&+^tT8KiZ+m;rJl&EgDinKqc1oq;?M(X+QpKcU
z-Ih?lk-`xF)`!U=q(vFCn&@0z`6jO`DwV?E5<Y99`O@3%tz#V%D~|S`Y)%CEa*Y9^
z*+&4hTCGvZf1KREvB_~bQC0M$5wnQxaCCCgdh2-1Mx?4p*3s3Xm8(9TW!Iszrk1^f
zo?Xz{^-&R=##lQm*^WQ;SmB0@P5DqiZ{A+cEVIenTyPRwk7n=B(`pXOuttOZHKH2E
z^EFsZY{%oDJtltszS}3_Yz6Jn+d8j3%(lL%_@P$2h0J4TUK}3QM#Y8Mx|}}Yg&(XJ
z_W`)HMyN@A@Qq@d%XZ(qnBW3GbAcI*hD^vi%+D!u*sNuaa`F`&`8=h;o0HaKAM!9m
z?CBS`+jHEY>$Y8>!>3D+lM?pdHoY<rq_$6qu~I_JP${8jzQkK!k)CDQB7*>QYo9{d
zVaIc8RU~3$&eXEizo+b32t<thjb96<m^o(oi%~GlA=JY>R^wK;u|Mk5Tuqr(2b9lR
zRU7Uppk0>tIG&E4I5NkK9cS70>h^`FnZ)_J0~Fu<sKx1pOy5xY9CTggmwqzq)eULM
zSQ-faF~?Zuzy(|9oPbvly>M0q_JKDW5s|dui-g7*1gm*%**7k1uYUP9p{3UM@Bf2L
zNct0<p;0w3hyX}CfF*t|1nsAY<&;v02;B3?ap}5&&Z8`FvCGSo*gI2I8AqIUys&H5
zbzqx_|MT;r)Yd-^UuMBFx>P>Irfs(lb8XM(<8sV{pOth#<zK!O)4T8b-pKt(W_7|<
zxkq#YU3yUdK8m2&`f!+lO1%8_&WdP$RjS=Uo5l}Je^nM;CGzFDbM`A60%jOJQL&=*
z@o@viyx}%<E(8Ic$%rDc!r3#RDqRXo-Ae$|DA}8y$xQX(Z+`PH!B{3Y8{1>Lw?9t|
zW#;GS(*kCMmsfG#=nk&gqt|Dy5OZ<4W{xgi`>mP(T0g$j*bs{|EYIZRSg%|S?Q05B
z6T+=)B@22=S#(P;PHpN$M<lT&b}^}NxoYKVN@%ggss@d*<r$|kU13|YaaoGUn4Q%;
z`Z;hLUS?A9>h&S7mnA#8NUMG2(?(a757K&kreph97?-c!^r)nxEh0ZL=q9lSO*wmF
zetwXVcX5q&(PaJyhK63hbx{_dlNH!Cm`gBKj7IvqIXnR<TMn`8cbaN7FIhVFq|UL4
z)f0lx2XelX&V_Zfo5$)stgM#rN}z;nn6d&Fw|d(nyLojib9OeVE52R<6e*SVYX-Em
zOaWr5=@mmO7A~H^&x$l-cUk`YVKYxByL9Aq-Sl7MK@fZ+opxkV=p2b4f1;8OvU%Cs
zG^t3snf=Zk<qsd!@MARB!Cg&5259pzb%?8zt5)01`YQxGT2&8@^Nf**HH@BqrevV7
z?XF@3-o7oap7a(?SfK0lX}gjJb$*dA?Rp`YkO6UuL9W$0PQA+U*gV!r;dW-hmFvNd
zyL$ACBdUBhQT@GY#(+6^<k%<Q0G{~$wY8$^d>gw7bXhs*-BOB4gj0!lg%i-$=inyS
ztX$mR#%5;|39SsPd2DL|&2#kQ4=@@>2TuIPUbR~@q0M248xY)DKO85wI;LQM0e4gQ
z-aYBA1Z|d&%Rj0Ym|W2Su1a65y_cBMCHplLzkjq|1zWRe@y~g)&m(v5GEv`d%!dXd
zc<ZH~G%sPa7{VwhNpUB)o7@<gGsm6lgMy^A^J9UlW467ijh!}PBVEbf2M}T!V8W*R
zRR^pICXojRA4hCQKVs=Q_D%e1>n8YiKa6d4W(aq3=0Bnlb&-oqInqm2T+dhk;%y!q
z$zdi@Amqc{|3eZHp;@8qKi}gmJHuSmTPKQH{&GN_V5t6b6Nek@{lYN|44)~OeKB-3
zo7Z!Vtjt<X_h_G2ZRtk-2qT%1x3_vI9YE6(3#8vopChem4?c@cT45&mRyenO)cyI@
z5e>|!)<)aZ0tgyDys$64zKP%|(W^skrd-_jY9qMrom2JyFqt6Wg+GyM>geg|0OVE{
za0paWFN@)|V0BB&QceSZ)Z9l)!%B+Ge4Ux71nWpJK0s@sODU4R+=nTgZVJAUhQ<^E
zu1nhc^Q1zz&aBL%t*fhP#ZUX0iOJ0}(-GyP-GS$2b{bOa_3o(}e%wx&??0}3VCUBP
zaFJ(~w<{Gc94sBal`ZLL<@fP%=sMZDU5DN2*<WX0*qU~7Z9|tW7VyYjsUs=m6Q@H(
zT#z&^erj4WQffB#Z{6`=5B_mq;{-H^ILl_&)+!D4uD*4g%OGMvgeToQIz9k=M!AOf
z-CMb<WE9_8WU4on8G47){YWS*as3QM&ACqkOk7gQM>fA7UFUn&DzWYTz8K6WAQ;YV
zthwf=4?X^}C%o&X4AxVJH6tk9@dgYttvFOSyW5~|X+Xz$U$Ig`GTp3LmOoLmb4U^_
z3B2*VkEqYnV1DwL5l*V!uF@3bnP^xqDGYs}=rnJKUgFU~Rk#wv_nLeF<Fv)4lz41T
z81wq<oXI}$5xv`(_sz$cw+2B2g%&UFS*)Q1rf7S=KTow8y;PUP_Ao)G=LjcUw?92`
zvOI5F{1la?MOp^L!tijcUa<%AB7tFs9^dP2)durCHPPW&&>vGkAlJzPQoGq5Y)Iv^
zFBcfneQZ!%jNheSI7JFM-#-_On_!OSa)@<IPn-U?C%)CB*s_yhb*rz1n%CWgyrhHM
z@X3>;L-)c{krMpK_&Njn(gsKuDc738bMnvOnOURG8=95JVvcGup@#i^kXRBTqHN7X
zrI%;L^3<y`*fcMzCTd5c8yqw)T-r-8{50@s#CG3qLXAVORucRT6?Z{21|>pbsPx}l
z00Qosdm6S!GZ|U%+Q*v~;u$7QBAuMfE%JU(%Z_mn^Vo29+)hq*0^cjX!|*1Ly{5Ha
zn>gcK4N`kW8;}gmIz82Q2Zh>P*J;NkBrjF;e)&eu>+^#ik7ll}`S~e0-WTnjDAvr?
z{<t_6yV0l`&fvDT{?W2#w-xSOD~+Y&gJ4xivQQN#GUq}Ut=ib27XH6iI}7SPW(?X{
z4hOQ$g<ayms`;Gx9Q<o&@}X>NrnEI@WT12M1q3ugNJ&4g#qS@k0!$7MYD#O5R>+aw
zeuiK2uP=^g`TC{}Bp2R#BExKnjTPSB<nqad99ZxFth*HGoZY_NKtFJJVT{*x@Qk~s
zpoLCJn7Vdy!wdAv1II$JcXPz?r~-gd#noVPaIb^AI9aEXM9Dv(r`Cqj++Tl!c}<Mo
z_Si&wMuo){tow*$^o4S00I&PvmR;U_g;wW+HCCLCj?&fYaNlNW$T)L%cclwbBIk2#
zg;+?5v_{>p<{_YA;j;`|bp+)4GPjU_Hr;xG>(q(TdMy+=k{QRw&o3t?_D{iIKFSLQ
zfWszlD1z*FFSQl{I4QO1(On&dYhNNv)-h54bnXz2her&GvrvqXpQ#|OC*;UUu4KU;
zy|<~u_ug28LtjLblas8Z;{iHUoPJP;9k)0Te>C^whqa4f)%@~uZcffW07i)O(F&X9
zguVLf$9WdUhswy>VMBZSx9k~aB_q6hRSsK&Hn>^0Rd<g{{I<M^|6Uon49Cu;df;A9
zp^D*r+e_%mR@ay8FRW^KrDYVv4{sG3aTMw@7<N5=zuQW*G~pVoR#C+J%$J)@t9_$X
zBm0}y2d_tybmv#nw7b;hm6iL7eK>RV(1@D+znqgZQl!973qT-Zqm>b#uiv~GS!S^=
zcvQ7ny0a#pJv{t`w8A4Fn(l}}eMo2ywqHlR<hC#YXtz_rpjYbV_v)1wpS7C}I)~2I
zMVH_?THs)-1L<S6gQ$O-mahB!a)#bLGEtr-0z9R;PFF5V5ARiAR3PE0xmUC2HpsNS
zXrwdOF~{MhU6j<oq_UER(oE#H70Dt8HBtlQSTR%C0Ya_?YAkCPvZt5Xx7X|tjZds5
zgsjkPONkB{n+ql4Jzri+yEZSR#_CnXNQXr2Z-v)79DhWdzr>Z}UH8Dn>qcvk9I?Yt
z5Yh`d!m}T57-(h7pEz<VGW82aKc6KsDUJNeUYw_TyBBOa8eq5S-=WPewL6eY7NX@O
zbQR#U*Hi}EdoO-hoSAv<5+J4QCGjc7t4d?4Nbvob@L=y&Zr$vH%=i6-%nlc;gVb!^
z)z?OE?|gnb><sGI<Y`^+Z<UE%Z0MQDl)l~(Z>XNKI_U%~Ep@1cey4aW3D^+~qiUEe
zq&XDLUaVJcQUM&@w3se-tDm387P~Dk5)v+fbHZ3`OFz921ud0MVMGXB-JV;Jlsx_M
zr;&`V#9;2{uXruPc&(!}k&`C`BS7&!=Bbnt6Q?lMk!8(i)4GfTuY@`*4+PG_cd$}s
zf3&6ky`xl8u0JS?1Y}GC&3L6UIx0$&c7Hjo{0OQp?3${rsrgDmelOR(B#=t5po~qc
z^C8OSdO}94!n&ytlFw58-54@C(%Wahs%W*x(o=hg!xoTBtF^;IAipQ=<LvT~WQ29B
z85SIZa^bNhC&F?*wPmK&K0(e-hGVIHJ4prt4V_1}iTGu<UN@mZ*0CJ|8>!OyR87cJ
z?Z-2kYK+SPL>EwA`$b3V>&iL~mSi^fgCGukJ!MCfc0HH`-CQFM*`WFB{ScLcUfPNw
z&69d1Cq5PLw(cXZZ+gYD3o7+7tL~1~A?MC{ZT<A;_i%ecZ8zy*(9=*VO%}8THYV$#
zENd4!_3*GEn0LOr{nG_bPW60k@b#&?gmvR{7|_ju-1#vrKR+rd$(@^ssK3;zc@foi
znQv$DLuB?>9(X;Bjq>e7jwPXhtcg@~Jz~ClRb*(#qEs}}CWLyzC={We#U)0a<gQfl
zY<=OwE002FjB_R1Z1J~KXC;1F<rQXtPmW8DrQl(K;@>I&w$ah!1y;K$sJ!1vH48a;
zko6FO8s35MNo4}ka_t;V`~?z+N@X&KoSwz5?fBIOwEJ817fEv7<$<oiAeDaq4~1JR
zvqhA2v0}b%>`S3NERUjH^j+!&2DaiG*hNIN9qK)Lu8);Cg-&9`q8<<kXNq$+to4Q6
z$OlA16D(40*NbPrc1pa}rS;5r|Fj9W-`n@FUMo0G*!bd*u(cxKaWq#mx3=c7OuVV<
zGN?A{dHkc;*c$BEn$^>rx))#Z2nh%*=P2c~Sr6m|avFvVrg6C}ep{kOWjbBIzBs0+
zZPT~fYK?@YjEIcrEx?xLdqkO&#W>)&<WjfdQZt3Y=e0JVX&U${G*`;qI>XAZy#bvb
zdcXAg%}}`+8BM2ks^~&nH;(e>=B9cLzt+}Fj~`5DXf&QKHokT;)x2I?$or0>R(@3H
zz~A~2OOk;-{PHIT;F`RAL!stRbFdIW#x;?PCDyV0-uu>Lf6u{r-u8{h<k+LD^8~0@
zRp+<2A`MZwlH0bIC^q-!chhb@>10jp$|`H1?R)<rXlpNm*26@C87@?ks>h3r`+*I)
zd6&0Ccpa$)ki*Dpt%$mOVU7-#;aQ^SuSG7waDsC(I{!wut*2_B<mo*ROu!gSW`T-|
z*Ew8*ONxBBj3;6M#yb-kY>iHf078qChA(%+5JXkZSd_ayG6v4AiO#!d^)-^6&wKg`
z*v6QQk<0!oq!i`)KPx3JSZ!Ha4KOV={<{<`km0fY35Kcnxr6#1x}GT?o#8qaoz`VY
zT;&+_=zR&*gPgZy9FyTQn@LAy{dm#PsIEWD@N{iWym^KMDI;8Frz0LSQ-1z8BWtwu
z<a@(t>0agWxVxTQ8*83kW`^Flwj7s;XRLe-OU#1J?7Y(UjvJ59^R=&WV58@XUG2v>
z;PL^DNWeZ{w}t6+SUtn&wX$VTQ1c|VC~`F%zXl%g)?!Y%z$y>>u<5#IspiMjV^Mnd
z<?~m4MXT>;xyr=q<>~Rsh9ZvCdz9AlvXt7#V8<)%ZFRNw-_(*tXp3B@D!EiPW!?2<
z@c6o9pkXL9gc@-o()(yxGwJP6xVEM(Q@7@Dm!3Y<plexirEGA+ELo?3MRXIvy|W%W
z-xW#58TIuWkI118t{s!$Y*6him%!V0`GMG822tSFc9$AF3tD~#!Y>&+X|!fNT3O3)
zCs<Tom~ZOoQDTG~UUpyX{czR8%b=x}{4aUfSHcfCIvE)m35Msw?5re%gpWlE0p6nX
zb@W!pv<F(B7ye=r0lJ?q8WIj<!Uy29nXbnb$d4Dv8JGI!EW45$l!RTA)uzOP%T|Iu
z0Bx+Gx!OuH)cg`TW4iv_>_WZPs$M3q^NXuBo$({^I2X@-_yuU_yEji^yX!%F4=POm
zAx6qkt0Jz!7kmyjY9t}i?Tn?Cled)I95YADa?`$?Ph42u-mvaIEZpCzIiJAiS(34W
z3^+89nQPx)uF3|QJFC>xiL-2a^F6Kj{$ncsjJMY4duBs6g6X9;e5>V2DT&K4qlWse
zFPHig9ppP=6-q1=s0Aipw0c)O6D6ux-G8SLo6#1TnX8dGWE6S4N#E8~oI;%x*k%5P
z3<*z_WO!GONAgxRf9{%3PCjH?HjF?#0be>gYo{w0;_Y!90fzIb<=4xXV)#odorWkG
z88dT$<pMy@lfGuds6yCsfV`Do^l0fkWN9iXwXgo`4g168^`M09C37ihM$6sa7?1s2
z&OPt0T4%U|r_reU6`}FCh={y^NS%DGAbHGKO@QINqR&+3kzo2QxyO^~nUV#1CkMry
zHa(KAjav&@CxRvLJtF&iAPiR`zLrmz?a&(;sk0ocvkt91<6>%BJ9`IyF!54x=o`mE
z>jDh;hj|Acs3AD;yNAVNe^GyTHUr$$&?DTqVbASU`YRIBJ&y&Kv@I%NYjcd(X)F;(
z2bqN8QDP?s;Q<kRe2*#X4@G>8sKg8s#0))7;JJ{N6~n6n3e-l5V{f^se@Fx72{fkO
zlsXGENa3i7iB3K!d2h^4E9fDI&c86Xd#ZK=ehkl$T$kERUfTQoR$1W1t=wFG+K0|Y
zi4_#dWRVf-nicj|Wi}d3&n1KQSdXZ;k~vx{!7}SI{-|{Ob`zhy;w7zIgRd(QjvVmI
z><zCGZEd+!xLrpWU_WcCYCZOw=FHC$iFaycB;|Es$6wJ1WTfAj^r)H}Cj0l(MPDO;
z7Z36<P!2$(>g|<E*q=PlMr%?wcIX}s=AebCD9m<;aAkf-C{LSD79WE6AKmobwG)Ff
zYpMwacJ0fh9ejbGM39^N+nIt+8AC<`dBp=L$PpDQQ_zg-dW;Y(Vy(g0V}UkTuWXz=
zbh+P;vgGoE5buoS6!#zc@O@~*IW|t*hKEnl$x)6FtRS2|^Dmd-{S6j9xhyYG8j4w5
zT&1Mr5s@p<cn6Dw(`bECv?WYFVbC0fJ9hcj!#;XKhL(MFk0mXxv1dgCyd!1DS?}eE
z;>|G&uwdYKlUrUN5~?#i@K`-ax|nt4PC;CFV<U;^gEfWi<%uVTH7K^9%Tw~+6Y2H!
zDS?6Vm3tm81UJkxZy_1wl7-Q#Xf{SZm#>aW9@8#mmPW;&i<0AYCU?~cC#O`|bymwd
zye?FQ)QU`?fJeK%KBjp<aF`!zZrhuw(1)3-$gOtCWz^9TtGrzU5YO+;V#RbBAFfrS
zA7Ryx%2juBn{PqtF#;DOn3`Giq;_`QVag-$mHr!29*s{=xT7!M%VLm`)JpewAx07-
zuv063GVCqS;8#}OVere2e*a+cN@5?GegE|<MDvp=H-5y3DJhZHsY9(M-lbPlP-TLG
z7|x#A3CfguotzegOy)A0nzi$tQ&~#-A^AP8gSX}uPQq(y@>$C=2o>W=r8|QwEAIwV
z)oC)kD^vG#xiAFpR9jOcC-1l}PVSu3dySO+B4%^%_13NiJM4R}`}GqQg#l~ba<7Wo
zI#Fj8*8|uIuL54+pB%%n3kf||Xc*1(eoY1#Njue{s?&vw`*DUw;m#P%N)QQ%)qmfx
z_4R81E>=1WJK>tSxQI}ZSB#qURMD#)eps%O`ii6aGWCJ1aNWTdJ^1eA>kE#eJSl#h
zeoZX*dl#}6=zb5wuiw5We2sTzd!|#=nD^w?ZRuGqKo;O2M1`~owOm*m*uY{{vkB0A
zdu^ORr?GHxcaNA57?&~fkQsb0Ctz2D_Oj}6dgH4rjTb^YbrZLGupLy#sWBdh#UWX!
z@QL>(vvaQYi@k1kV}<hoz`QTqftcLno9<&wxL=g6H*TI9;$^j-Td*c6Q!7*WCDML(
zzrp6%Cx_eaGxvk7WW~@9kZ`n|Igzqcdq|+};aRgBxdi7snwjEzJ}qB&G+%dt4l`N1
zT`7$)O3NpoiitWZiy-A0RPzA#NyS|nEq%={6HM$<n}v3MC0gN|U%7gnQ0CQ)cZV?(
zu$08T{+{?)Sp9BCGG?g4D&eYbCb@BxbO^5yhxbl=R6+u_ZJ|d2en8ctn98Y@8?h|3
z5#43(EUwtFs(p|_UBfhQmV%g9@G;`A=80jqaIP2e<e&DLT6o7GP6)>xot>B{v=8b2
zYrQ@KG1HMx*fo9ACBIaHrS|BD*B6Jj1}~i#yg^2nj+ZT}w`D*MiT3t#wAumz8eJ;q
zUR7NkXGpj5y|quZE3Qhd7%E4#DXY(C{j?jTPK~1Tp;XvKb<q=No&ThYDe|oRXxcZ`
zGj?~28)zCJvK@9)91x$(A)NAgWF}9}6=p*x;`P{}_NWBttU0oWYbvQ#X(LV*i;Zpf
zLAdV;P<p;OX^1H(D)xPU9#p!ud1C6_yEf5JtRlNSWFZ<~Q9<OL^biCID=gwckFR2d
z1RkIKN$(@05`{MM*M1!R<GSY+muc*>euQ%NjmIB#asHJj_qi`PlQ^CB&D)kd&5y_t
zv-dY-mCCFZig@<-h8jxOKR2-Hro{=l=6%pP88bY4R?Iy1lJIE#Oq5uBoi0$96MjCG
z(JImez@B9E)D0mWe5{T<uBgGFfc{0J@%GJAQYxzG>>}gtBFP%-JoVf+&7$=ZDv0$Q
z{=$ulnQ;&S@;E9?4b*fi1reXRo&JfyAcg)2Ghwtt?>V3i>b|D8F8cf^rDWq<1ea@`
z!#a~LJ*u*})IPb?I(lo|ssG0}N_ui~X28g{n#lW^Q$aX(xZ#;>M4ryoexSpU(k9<B
zHU>~!oL_g)lPkUb{SM``zo^!uoxXrR0<nbR$98&JY6DDjU7Qz`S-82S68TTk9U8>n
zZ<61E=??^A96hh|<>&xUuxVxEnGA?nh@b4ois@Gx!mRxk!`19aG$YQGiW*c><jS;g
z3<x`nXJgQ>I)OMlU~ya&!@-uT8+pY%)}(s(jj5=hdl^0&s>YzV(7^{F!4eghnIM{;
ziYLQdLodjdeZ;e*f?QiM3%Nfe^>dAq`^{rDEdh~6IefR!+u!p6+`4P%5)k}Kt)yF;
z78g51OP&HDIiq4S;@tUFjr;aLJ4PFv51+)*(WzB_O~c1OvQsf>Kzb`t;J%Q2D&zGR
z_<VY+jM#Z0c<)_^WNSDOc8+Ry9FBH3Z#O+*&NEER^Vq<S;qxC$6ePuD<>mV}qCHE!
z&_=K|Rm0To6`e&P?)at7cy<rl=_`1o%TpEm4Dt>na-WGGd5ZO~JfL|Mo1K`YvYM%4
z?$AH{ZwKGpYRbk&=~PE*Ypa{6$c_ShYx1>}*k=|w+A$rCmL0V7ekW;HN{tk=^1ECI
zBvW;bKJBlSm!ffS+#-o_(MevpM8VkBrQ~r4&DG(uT6qdIp9f;y=8<AYn)~}UR_!EK
z-ybmyU#_XD(@=s7t@8v^O;-1M$w~n$ohFV5wDl$W3x7vs{QC&Lel=OldZ&MdFceKF
zPT!BTIf-d9QH%XQY<&k*Q`z@5j-$?~hzKZBMWiSKBE6$Dk={Efk=_JCFF_sYO^Wp1
zYovEjDFNvadWrN7QbHgQ_->r}2{Zrit(CQAIVA7h`_4UO?|tv-=0>-6V6J=1BPh54
zI5E}!`jC4WV_M!L$HC#R^J$3)SF_>gHi>#Bdy5bsk4BA+<ICsnNg8y2N2R@rLpj&r
zwAVX`5Q=}9&&;V~_tQllP^&zmyKGt|EgMy`0;j*_;E}}b5`I^l)5YqG`HEttXufC2
z95AYK*Ht@Vu2-od3ESS^qIP<A66}D>;hbiv-!^iNVu|1K=>8P4E&hJ{oZEV4E!nN;
z42BM;JXFdBP(qhn6h%(lPr^`HCuV~Z>_wjwYl7$_XOc*E+uunw;U8OrBf68i_N#i8
z%zwOCF73&P<;<kuw%2!fQ>+zq-9%~}F4G8}<Dj{vB@J-9%ay<zx@RZg3^;3O2c~RQ
zx;LcVC-X}et@?h@7211>{AWS~t^tJNI(4F$CiknQwdy|#52jOitVN298faFWOsPGO
zlxbbvYvc9f#Gjw|9F>g^G_;GX1B{ikBeSCqpLbIWL7#|U<Q@+29T(6a&Mc$L+Z`Y9
z$?HE(7;HHDf%%{$yz{j(4hIsmE8&72!a7-H>XbY*9ew=fO@7Oj*@R44IDRmVct9af
zt@tlSIlWvv$XLGTcwTi93j>2XgwZ2&3nG|fvmSOe)Xv8-5`|~Ste(jdQueFhS70_^
z#xz6~32DckqgNt%YU{4@&j=WTbioY@XR(C~HFzxn7OP*<ZTf;a7J8qbe|FaEP~M{V
z^U@5TYsp+Prq{NiZLONy^AiVtU>&CC4|xZgvo#l)n`8QLG1@sCf|&IBjloYp$Y)($
z`l<Ov{wn~M3=JH;Kzi|hE}q`Gw7q$dk98T6LR0R>PMy3?v{1V;R5yBl7w9o-;L@JI
z1;xJp>&Ht2yqbcE2|hGu+Rz7JuKsXIaVS7J6mGwO?)D<5aErS~vX)$!h~o<sFQ6aY
zxiTWv7uof?_O?Q3M9Q*Dj00A8F1#x<nx_E~jziM{RG}8TKu`pCCgHYJp=*L9yrd>8
z3t7)M-(bRVztodv)vu5}@5_d#dz79B%+`h2H#^cKhZVpzHu^rF>ssSXg~Rbx9xd!y
z<>bc$yFdTz*R=&DhAb^C!S#FJ!wcjhWzjP&_4Cskd4Z|QqXJXJn+VIP_!@=K&`q=d
zE3LQzH7Yx=d8;HvauSb*;?})z*m2YYVl6qMU8@{l>9P;`EEp*#V>BafVuOX*9g{c^
zq{#EFV?ZB5V~wX=0LP$Ma@k<sDOq@Zf2S-<4ky23f{sp3)_kL<YG34z93ECxR{nET
zL?oX8VuRs-tVqP`xqti)A6#juE9EvD9bgsb7XXh>A$-h&m*oKDpmUc`+ECggPm4|o
zUJtFDnF%igbRwFvObo=8p|CeyWY@n#EUZJSx=p*sGQd+-oLB|`iLLc`#%<1^?jTLh
zKSc~19tPirQ1KcEAPeI?SKA5;ehaFe)Filgtx7&HdILEd>R2~lTwM>}J~R+^SO~a#
z*J$vQ*Qij>e+jO%H-K8_(~agHk(QH78#;QeggS9~26)gFSH<&P@xo$BG!OHSBGon1
z-fn1>0Zm9(QmOWQ$AzW&TebO6zw*yT>wlE2a77#HFX1r@MUlyj9ud#Bm$h*M--K6Y
zj7}D_3IuorAiN0Tzrzy+AN0c%tTy|B#?{X4eNd?c$Nq@IV$9RJsVzq`FLDljNdK|t
zH2jH<6~Dj=PjE4e3I>Ir#b||rcmzc2$F+42$&dn#fSv-dMYqOxR!u#<3?RcWsL$A%
z&4f36I~o!9&DfaC457}%pn%+}J2`HRH9sVn5$a$CFfWmWh9^Ang<{7(ZK3Yyb<EI8
zE|X1<rTKrH67$n%y7S8R_IXx}&d?`cWS+?l0W7J|c4$r0=xG30*ZHBME3CA%M5VGU
zH>l{SOiD+0K_umNKIQ>Qo(63LCS^IXsq=-@4~z90daTFRwXVeZs+TXNtE6{iUtW1+
zFi;}NAfG%YOTt)$q)#8qQT1H`fGUuiNz)vv;M19q^}NyfF-iW<F$N&e;Rzg^!%>Ne
zSB=c{%VKQL_nQ`|ioDUx$&5S02Z8J`_+oPPfX$9^9@N}?^zpJUZ3coSB80l*Xaq=?
zfJi$@I1@BVTYHrL?gDvmhYqsDl>uPZPpx$|+lMXZ5%o28JEE8W_@OcXoMBt%zcoj|
z^;@M^UOQ>tH6kNjvvj)MCVl^YF5oqZh4-2-6H=CIy`1K7J1lock0$scSKmnePJYF2
zbovt@V(?lL1Ki^3CVgrgue*0rEcDX3R;sm*z|98H9QNqV{<Y9U;uoC&i@C+Xm^ETt
z^p)a8T^7_&{mLQ{(%JHw*-9Cj*OTvwkx>9%E0_9C=lY9IQvkgpBYE9d>MPw>dJ?k-
z^G}3W5A3riH|Faev^gFRu=@h)${P<ORr1^B>hdlFx$`&Dc9iJOtcq%86ia57e5U(m
zRD}&|6-8;sx${B8SC@v>WTV%=4O`A3>M4LzA`;Pon=(0eS-Sq$GK~J<SimdpE<cd*
zD}E&4vj5h=#WnciRqdR{P@k32cITzQo{N@kpBE$_S81q$Q7!GXz*fF^Ie-#DA@J6<
zp{l-h^#bzg!M7zI^E4oPdI`FkgicKA1A^ZCub-)~vD0mZrhz8;&3cDMKp^h6jTi$B
zd*rLXoTNew(v+KY^YtkatCzL3F8sc~<iC|z_G<cib(I#E*~ne_SZw^)CP)`sp%|WL
z9ZF!0<4bk;VmQ$x9>=FF;HE|)tYhDCm(QkD2Ia+4Zo^t`VGMPUQ(&voNmK)gn0`G)
z_WtjSSp9n8`CCA2YcMsnVG{jc!jEY-X1yTcnVDH6AgV#J@RMQCC>Tq3qzuW`=z4+P
z98d%4ZjAoTjE903=cRpXLBY*><WcKoa9D}mvnT)@PDDIqwXKY{lV7PbrV1pnW}C+j
zaeH6hm1sS5N*tfMjHRiMdQ7LG|3|P|wY@e}wF9^kRsr{0t-C%~EsAO!pW=s$uLayJ
zzp+!`UJI668MGG--*0oA>jbko2ownD^+^dz-jj5u<g-5H!4J2~7Kx2V*ibiYJKOe;
zM;ul9B^g{0A1=Usxt5e!s1G4*#~IP<Eb2LTf~oEkQZh!}SAA4&axY&YkkRR7-9nL|
z<tieXD1T8Hy<_a<j>^a5BA-5K0rE|l-S|J{V~XG14-wLf>=K}IN**=7Lj?FyG}`%)
z+X`t^uavw9PU8Q&N5K9z1`kUG-nu%}!475myd+leB*MO&Jv%LJ20evzq<DPf5XHI*
zpO^K?Q-rtvPCoGIW9JO&ZlEVWHxSlP1C7pRgI#jdCGyO-wbG^ee*@j-(bWZCw1p}j
z?(yfF$g?Z~AhEB$UPL{AA!?20MdW20YBI+4F||REAaG%)o#KR@1ARh{o`MXCrI+He
zQQ}F%GHrErb<Tk`+4^I{By~7jq2B#MT~nxDUDQB!<}HIqUxS3*o*BYe85rhaiOa_5
zx@m%*`xtZ%+;*6%ZLk{T!5_HI`U&YhAN3_+EWk=O@LHFyKYCiJH+beuxSz{R%Zlfc
zndD3}KGf<93@QQ5Str{C{<7Jg0X&=8jiXGpaUSXeU}uK~`f=^Um^pi`AQKQLn_&9A
zZPSIzT(3&-D|dhY9-cAAZ;)xU#Y)4dt8<i_N{9u%5-Nbg`A@|{q%M3aoqwnDK3|(A
z2@}*l;E}bmJ<u?S=$7g0RwVYG$8h%o1<vD2hg52ylC)?}mo0OdzV7NOVAiy22#Yds
zmmm8?cewcbCE0p+SsYfzdW=uPua`K8qEyYc(Fy*OZDWuHnklKtje;)A^s854Q2&MQ
zHK2e0k3$Kud05!8y)@Ip9L1(TvGzDj-n2(*>0RhhKF0e%r}o%SN_0X47)4*oxk};}
z57WAn0(${2->0ewAJW&iwA}hiS0{sd1#d)`KD-HhY5L>LLZDiE40gOY0Psp!#5~Hx
z3n|T=cWE_|cS9ZMuB3!Y)IdRE679={r!e;+)a5Q;Uf><b>!qi^90;o>V7ZeL>U023
z+GKY=C>)s?SmssF;kFy5SF*JzVU`1y46-OutvGELsoI|mdoFoYs<yFgplInO^vdbB
zHrA=@oHkC#)%rh`w6~Dmcjsq<zOvD2>Hr4>aNf<CnTXwW=S#cmapxZ>r^UF5jywY}
zZc4faF$UmM*w<qh85kKX*V5P3;Wp+#dAAK7&A?;cU7eXW=R=bYe%s8I`^JNfi|{yo
zAJtKy&o=3v%IGm63QI<zUmS|#;&XvykC3WH39r`zJo@9}=NXFtI&Y|t&jE1382Cn#
zhe`QwNA>8owu(H1F4yBiJb=h!otNWOsA3WwE=(;zJ_}?LO+=X&u4Kf-=q5Wa1aTP$
zaD4m7{Wc5;j2u_)xsnwUMK0O9%L@xQ#a`UAHF3IsTL9!=4O-ajhJC9~qnZDC_n+H|
zjXKkjNVV#k{@#9KJSi*taUF@5GcInp#R-=t*VRvSv0Y&thyAF_>KeIY%kC`iQjngf
z#`e-lCXD!n$4V?5kIMTJI`B~f2t!h;HD2FmV1MuMJaz%lEg<F!3EOzN;x}Ic4zaOS
zUaN@iUEFF>QMr81jmrKCN3wEjeMx-9xv(Z*1HG>!?pvnh>onNO#wvS>NWXW;nu*JH
zj{x9A)fC)8Y=Q84#;!!mpvL2GQ`L*zGNmTBn}#)kLT_cLYiUm_R|Qbxe}HG6U)V^?
z$=RoTI}maQ5Il-<28Fq*G~aDO@1B2MbFnQTb?RjM8cRrh@O}Y?4I4H7ev;UDJr^&4
z=%^q8%JVv!m2tWGZwK-EH>o~%>zi^x7NnvsZw-t{kLO#(&X`31brKEGeL%71L3}M%
z9AWgO9rx9Ig7)>m<^r(s%a?btv{1l)H+;$?6T#Xf05}D=t*FiU#Z^4k@l@0B(k-Ck
zIsl^3g+jz2C|}TZm2V~{s93@rmwsHR|FMmU<19`7xuOvwV8`UwAh7YYxVSn#U59%)
zL@=nYqL6e>NT1um2te~CnPbSqFRdog_V1XIwF?Dnk^P{ydR$BD%X0)URKe25QR9Ej
z009ACP4QpkJ9xfAhYJSAPip?Be>)c77dkk!2-p&k3qvtlOqM+Ua^qR}F@VT9MGo}I
zzFo37s=D@5@GJ9-9>7re%@la2TU$HGU7G-SLCBDbiVAu{)>2KNId2OhFt;>e+~Ex3
z*0t3p4DIWxYZg`7z!`r8J3GnpF)MotgFx}QfZtqJo&^NN@`)8cCFsCsL^L*5=A!2U
z^EERE^D{GL@lyDVjEOEt@w0LZnL-`BdX-g|g8I&tFP8O7OTP>A*u7uqvQJ=3*o0Ln
z0O2VBb-_lNYd`nDo*lecMUW$B?Qf<xZ{KFmkNW;r`x;F{O3$s$UjK-fH9H|=aeGhL
zkA;7T;(d5>=TwG3xj2{Ow|AGXKD;+sc=-b!Arsh>C8T&A51_}FPW<n~|5kR);nh?3
zui;hn_~QMXXMEmxqNBZsSF%B{da22$i$o`Sw)IYMu!*DF_rXhcAW*01h35isNm?=t
zCmR}~n*}hrU9iy<VCb6P(ML6Vww^-n5k7?GxlFX1df$iHAGHL^iu;hyZX25)*e`dm
zX9iPdMn<mn08N=M5hY|w2ogW|fZOIFx4BW!Sb65kVDP#^GpH9U)Z#(>pI?4?oNQw0
z#g}vCR{C!9zQX@WvAmx)A31*$C<cY@1L_$)+ejxT0Qs-vlew2U;fV42cd%<HN6PUn
zeU;6+tu&YEu?B#WH8``;%3Cw<Kb5M}T?Zf!F@STyw!%CBZ2-NF+225Grv3a;7h6ke
z0^jW{e-K3SPwI6YEq&+Ql6=q|78^|GcSlG%2H}dT=p_YSWogr5E$AY3xg+?L14dN%
zq@RLpXR8<N;mUO@Pw{9x#v=s_<Bd7y5!+a!FE3o(s}~QssioS(`{_e}PEZ#GUTKvK
z`<RyQAY%9`qwM87j{eJka@25Xz`Z<?IdoBMtWnG_lMzOy);gMf3tb3#qTLf99|IX>
zzM|<KXZe}4Gk)3+smRTE{C4L*Ov_)+a^O7gsipf=^3+B?1xbjy<uG+0kkLI0cN6V>
zR_UBa2a1abmUrnu-i%$2ZsY<rTDgt7Hei~-KE&)%V>%LL<*lE1Jle&S+fwJtn*HVS
zWlor8$IU2Y!JmzbmOM7c(gUKSIm@)WDnKd$sBqwKq786Q3=B5hO!}$q?TSZ?4M>B4
zbcY*gD=uFN>;uWjV4fsHt>Ns~mS^<`d+hd@*Mppjlc_ft0!DEZ3M?W9I+Y68J>BJK
z!wd*wdsD~2Kq{tKE|#+K;{%2Z7j8f4P|3{r{vucF3yu=V$BJ$zTlE95Sog)S+~&Uj
zBVpVTug)XWl)Cyrr7E6KAJG~K2h%;?|FZ#7n)jnZkn42{ip($-s8J_7epg9gCTs=X
zDDLQvpm1A6yW;@|C+(k9E#N?&;L~)03V7B92iovZu=B>4?h3Fx3uFvC`fI6k-jn*r
zz?7E2zP*9QMfxtbrk5TS0NAWv4Z7J)&8$dtSpU1dqhnt_`(z<m{+`8B8~bkGAyNN@
zA%C?z@*HPWogyd}vCt_E`9qg?STv7-<pOt@8`>fv%k!u<go<#mG@>>S2o9a{YOZf>
z<M-G2+)EU?kHh8@o9WeRT)t9@DhE3(NSK1`Sf-|=K5^V@{zKp+yRC;|QG!}U0kQW(
zU5y6@LOsS{i&_o|)A~N2!_r*tYvF@ki>~7;+H>HXxMQ$UHYB`6=<t%4b!q@5vD#hc
zkxz7zR&>e`2~v0Q`$OO3o1e*jFq0eDmB3}zUu1E5_=2nTW0q7)KmfVn6{9C~DrB0G
zHG++zZE?n<iHVc3qoyW{JN%~I8$xJ7&S8<B*WI3WzZewPRDX^ufj8Mh>-U!8p+QcW
zHEza7TZ*MKwkIwOSo9>90!6LqT8#rd1ET!G!cx@^p<inBjkTw_jkva1emMC?qF{9b
zS&d|1G(wYc;%4K1J8?1Oq$?ss^+v@=+JocGd1uI0_&k5S<0tY$ZB-J{{VmVpmIX>g
zW+T6d?IQn1%oF_I&z7CU-Vi<6A}-!hpco2}36<v!*p#E9!FMjYUnxR@2(4xe;j<D8
z;<qyk+~lD3EE8bV-!c>0Srgns!`Eq1q9@;lGHraZ=s?hN-Z50|!OVO#eU@UV%UZFc
zD9R<>+P*-G7;H3LrCGKrQ*L$|m)zZK+$f$6S*5`pN<%l3wwAG*pR_w&J?*R-Crz|3
z+Qtr}v~DbVVS4OZXcdBzO#V2<r|u|zQ^{3(uzbB`<?z-Nr6Gmr!-}Z~JLkSx<y7#H
z5s3;gWlf22f>RtR5!9T_Qdd#;1)w?41Sl?;tdEVwxE*#@;kp-R{hBT|SM|9|AVO9$
z!X{6Kqh~)zFE$T%kFj@Sv1R*cNklUb&g~v`{yi#>IpeL(gASv?l{l?Wp9F4p<FsYE
zKcP3?uIvw0JGb6aoD{q!@H(4^f3d`vWoFHGk_JJ=%^bpS@nV9{Sc=NA8JwasSS{bJ
zXoDQen%Ous2)bV>L{dvM`k+C`ORJRgDO{_Xk<k$J`#xG)-5O+vv0d9gx@H|&@z+BG
zs;#wB;vV73jm6GbVuwX3<Pc+`m3X}M9xAIf(K&=%h|dT!Noj3!v`Ft@w6`X?mC5N-
zu3g6uXAjx*IN7K=QXvc~<Ua1yHQF|Ygr8|VtF**uX4Luh!~;E4wOfgh&JHp0whVUN
z`PdT7+vAs=6iaD10`nzznCT5qx*vq@if?>q6VJoheb9QY*v(OXLI6ElwbR4iY$r_=
z(#Nz$0}i~Fk-m36S@=8eR(GATU7KIxtnVW24Nt69I5Z>Nt_!UQPG73x6*+csTpNJ}
z#&F;gGU&^z5lJreUOSB^K_{4w^z_Z4_=@Ff&~|Nhu@UQzL}tuv=Vu|l&^raJ!bNiB
zIl}})MGs8$Jl9G3N~J6JSE5C4;jl&d+0wM}B<`El@)8nyuz>-)6GOuQPK6UWDz`Q^
znO0Wed=1IYSP~9*r)Eny4g>nZ6JNP`FVRMP+^V!F)o!WR?`6~7y%Bm1=n|D7ZVU-d
zFtxM3@p8{HaHdwYj;UzB$-fVx3MMl1%r4|R^dwM}@yo$)+!W-xW-Z^i?J&aZt&^Ar
za$$EHQiuXM#bUC%Qhzb?qbs*O$)%~>jq5N|h+?}+g{|nuMk<KHh_FrLe4w&&s%x<p
zIMx#0EV%hF(3rNsuki>yKVqD1uoVpV6j|0{n2oe^N7%A^-kXZ6<#L*Mxsx$l1{MGr
ztm>%GWgXpOH&C7}v8Z4TgBRs6hjKRT$C8U|69Fl2{%qf}ZS$;R-R&lkQu%mOI`^i%
zQAVHjQu(^=m9P6<o3sH@`9rN$ec}-0h-Eq^o7cava)Ty2Xq@xsqZt@{giiDi<f=9o
z)fTyPm3g=}kK0Ng9ioUg8)~O}oKgD2OZ$D&*3p<Q-eKX5I)}-ffPkgPFT{fMM>$n0
z)ul$K+@*I{qbmnQ4<`iewrpwq@)?6clX&IRRIlv<wTpHRx4&^~QW6KRO)S>xq4u^i
zmEDMU)pki=U#5dE@O|DNAL5v=32$$^;Lr@<#AO=AE*DwVXCG>QWMdE|L>i!fm^Bp+
zYeSJdT5H(<;rVl8W7i-`VJ<c-`n+B9bTHRmnJV6EHMnk2Z;kd?Q8w1jRY{b})q9#e
zG;DYv;FuT0Ao~$9io!yKw%T~p#eD-L9Qxb@*Q+FtHcqH-?JTedlC&C7;vFLIB3m#`
zyp#WjOPezW>V7qjfg{Gzj-gPE0?^ls&uIFqqv$R65Ur9|`lYj9-xF`vl@?9gP1QM$
zFQ~}NHy3EzDM=s`wxDVcPadV&qWo}}lTAqNx{lXG?M6Th*ZnkyMZXBe5WeI6{ej7o
zfZ9z@j-q;dJ?QdG?U_!K*69zUbQ(!)fk&&_Y&Zc2WsPM#CJUBjhjB4_7^5;E_llf1
z<&EI=SSbm7JD}U5#|MTpg`>AxYp>+Z4(0Z=%qlkAcE39Lpf#~ddUr)Vv%#z%Kam)=
zI^K`$hGf(NY7)_G)S$DZvB#%<O=XQC4~XBY=CsQz>?+5B4-=#<Wr|}ZhOW=OLvbFL
z;Jz`+i`^Z)H@lwf<z~~F-1somKfKanaBRPSw6bNBO@N2zKrK3Bc5d?R`$4<e!k*@w
z^h?r>4e?$jb;q6$NOl%j18;LKEZiH&Q@4b)mf9l3L+ftZHlPizP8B*Qcn*2-^Ya`G
zYE2e^D8`GzT1`0iG|s%aWElMI+qPC|1rIp*9<tNL6LO`|{TcN6iv`6o4d3~}zIj|r
zpK<%!r4pAX&_m3`$Ue$evhu*TMJjMXT3cQ|KU80Jl<vV$(dcW*WD(-zlcO4+R@`3T
z5=s>J<`_Hd*K|#H_|5?>e0{Hae>T;$rCL<9xZP)5&*0?w7vl)pKu!dVXPI0wH7!l(
znlN-Yr+_P8;FoPjru<3C#WCg36UgDT=J@A)s+Q-EFD-T(2hJ^Jf=Qtz+a-J+b44GX
zOM<wHA+PA+N#;t)W$%B$qRT64wGN{pCjJnxLd4c?=8RSs`*t@im?>X)IYSuIpFzSo
z)sSalL^D7dR#M`p63bsz#FYIZT30`D)bZZknS8@~R+}1gDVxXKY6drzb?+ui3o2>y
z=4%c&vsMaI!fFoRlRJFv1s$fIY^|(Ga$wdmGr_#5z)L3w7DqT*xKx4sfrqS~Z%(jR
zc}E&--M!dz{qX0<ay@*c+(`y1!`+`SqN8hb+wS`t;wE4C;b<)eyBaFuHYpcGh+ZMH
z>*6M+m*#OBsWUiXcI8ER=umm>duKp?%?*LI?bnN{Ed^R1n!c1r`jq(1N-2hb1AbXV
zux5@D5)Ti*&sJ^4sq&1dd4AA%K=wh>KL`F>xEN6nu#fTMjFuEN3UYdT4QJOv20|N2
zWAsW~jQuL79j2bWbxFAvL2FBW(tg#cc5Q;i2`Ky}B&?<&>HCMC>`b?#ek*4DHe0?e
zkN*to8W87>r0&&|tCcce9AXPd<-TI1g~%jk(J0%HI5~E14hH9cNJy;J?bMjGo+k?0
zUo)kraY@<2-F&FUD?S@*Dy8RPCox>KTIj^iknExP>qtTG{_-az^krI-+CtnAo89pm
zAUul%N13_e8-*^b5fBt=8r)1*Y+!3m;^V@5+hi{Gr<O<w?K+hydV~9$#FZ`G;1uZk
z-CM-$b=SA{XNeVsi0yiWiD|t?YDnsiwrdcX(NdAo(#Rp6dg}*d9Of#`?}&;l-%db6
zhZ4`UNPL{(|6#3AzU7G5D;#>6z<WaG{et9nzPPVns`#*Q!(O?cp9`9nb7qhwyY&NQ
z<E^b9O~mlVsqNV;%NGTkQJQys2m|-0iRimUMZu}-^NXi|zxUNhCOm3$S>ZwEn-4t0
zC!d99DvD|)<&vm4Ocg*llbC?2Hs3at*xgJ%Bq`D+*?LDSu~uogO2K#vgx@(IhnJFE
z7Sq<&2Du?(|3_2Q>doC{5)K=^W_3-;I;=(W(E+h)mPCS=Tl0|a;zo0*C=F;T=3%qf
zR4vGOYEehhY4SmXgVA%)T0OH4hjKN#2E+FS*HQ4N$5xlOa2D)3J4s~QhXoqpnmL<=
zV`h462DTLl<~fYsWSJcPZ;wVvXATDwzy<}LEYV}BS(eI)$3|--ewIc4F@n4^gPM?K
zMfQ-}o*2Ku$-EN5EnnK!<pFp=wrC9-k3wPhhL$9ozOb66VaZhbbu!50uPmQnT^Br=
zx;lw&oxaE=9g61Bh8*^QC>=U#v~t|z`fP5gt}^xpR2eK8W$O!ilkj)hXzIoXhzeCb
z>h{cb-gVu6vsATK@AvN7H|&w%AX{*}#xeiu>^(XZT1($kMonE_Z*$uAbRtq*{dqWU
zhS!|S9bGfD3gB=kRxy0_yfBQtWnbhLWZ~&-+*6TU_|b@4{su_ZFn}98Dsbh%&aI|t
z!t-K04r2D9@RQE3`)j5A?XN$NRTryUJ1T?>CcRSKbVLgOx{p%84QrzUQSy=v%*u)^
z5BWW9n0^z^-fqKh_q@tLBAm?@QaZ`y!5Um&f$bP5v}99dyiMueB~RTbtYo;#u4yQr
zpIn+-V_s!lBVe(@ojnc@(YbFGTPGbnsMKUl!DhMUs=8=aAcd6Leq4PKiDH}FfexoH
zbkE1B=s6BhG@uF^>*|Lz;jBC%?*m09UL1hXvW0dyCa;_n;Vg>d5(p7=>xF4{$C7MK
zx%2bGtRq_x#?+6e8dx_&mmg;cI?1jw5A2xK6xRG&v;@z!jr-57<csE%7E1-!e2J)z
zIhW3WcsBf~A8AL?@DV$n<(?>CXu0m)2SwP%+@D-ECqhPJE#w?F#j`d|Wh)9#YIU?v
z%E@F4xjd#ORxJt3i;pc?=EiacCOoq;4=We+R!nfi8dn`7SW&iPrk?ASn|oV7=pAPM
zn)L-eTvrCU?OFyyTY^j%TAh0+i9rI=;v;BXt}c<SK%B2(?0IY{cr_@~SpV@@Md4<s
zym`Tp!-vA^6QPviF*7S&$J65iB1<GpjjVFCE<PP1T#}2fEIv0k+J<pg#kh^_tWm7w
zo3B_VE?g|)#fX&8aduoN4=<3L!eHT<$BTonwVM`$&1GhN$DT>Cq25^)@fK#<1Vn7|
z%CjtBu}2N#2yvpun;-!_hGH6xcH4(roW}QpD2w>3w=TB&`4#EYd+nxoD)g3HHh<KW
zS}T!l{`3+A1F4|fBt#n?N(p20e)}4W(}mqrLm0$8<h=F9jwa@pRS~R`BISZw(vDNQ
zo>It-N6KA{xjC?EzKPU)$&zty+#>Te7gc96)T{i7We(-GjAywVW<wvcmmtYuvF6BO
zv>#%(8k{YO2qEj*beVDmu}NAknWisOwwW=W>v(CTxNkB$DEWqScYJK=u(BBjQIWNA
z>Wqf^nn#{HzT*jedEK<eswJ$EG#CCA`TAzcQ!_I)miOr|t>?DOk;(oK1{`t-b;Kvb
z6jxX{iEumRRcm?6Te*4N99!|1nnm2vmZRr<uIXc#uOHNj-aLQiy<AsLf_fWis&m`D
zyDfED8$$T#V%kkM^k9X~wg_*9b$D`wj=4Lbp}6XbNHi7>pDt;wFn0;UhSnIzDp6W9
zMQ_^mCr8)NB_oG@KoNX2`$ZGdd4Cwusl78Z#)4=e0_hK^A`=plvRTXKam9tks--KZ
zoISI#BtHp+?P5vA9C@tO_?Qskr4k+<Ki&wOj=Kj>M#J;`hLuL21p{Y?aUQ+oKg(4T
z%2hBz5srnKJOSA}E3fPc+jfO5t<wW*?l;t!voxScO+4|qg7cBN2Ix6fFtX_|-l85M
zC0%Kg2$Ut?ZR%&!3`N5RcIL%(QMB;`S|qP{M*FGZ(_UvDD#gwi7?V2eOPM(*IEeec
z%zWxI<1w?;2D9Lb0{9S*D{243Cz%!i4CHX#t_rHexJG^a$n|>&ttdm5eEjIl>|#xp
zo@V&sA>o1Q&BnU@HoOb9>-+#ZU)#OIr}Bgq;0$%uSyNE~p&IASF~(dS2i!Y3`6MAW
zsbGq5=;^^=DeLmgiUQ}v!gV+YZi|Uj(LDL{e&~qJcoOJBXwKoZ+bcy$PJj0rsEb{`
zCzp=%o!R0wr(s-i$!y*GP_Of0<Xp8m<w~GOeqLPFl<E4;`S2MxH35%CItx|1A5R2%
zYe#>uuaTn~e@yWm$9%EAp7$d&-;n$AuO*;VRbpc#Xa6bZP2PGkHjQ;|rc{GnY0Tb{
z@HOjw!Uj}W?#5(oYd=OL02G17#>O%TnFQ=9KEkXpFN61JDR%FiR;k$=%I++mId-+z
zLc6C~%PKFQT}JSov?H1!m<>LjJ&pB2<msYD>^XhQV63<VN*j1X+gz!fCR4C}6NN6^
zCqU6**cY5Fns}dj)Ic##5V&e;i~HJ#>$Upe1ZK<P@uFk}f#=E=1tBHXiVL7A>KUVB
zU>Iy3QF~|PxqR^h4>v(YF}iDA`Y=MqGjrU)^Mec_w<Z&@JW++FcneEJk8p&wzUg!6
zq9P`FYU#qrYvqx3!oGXKEO0L&kZ9)?*K{n1#OBZDxc{226eLJPQVQpc#B$DMa<zCv
zN}}WmbL;omlaq_F<}iClVLMxTu%Y^6$v`ngGD9U-tG0q?nORbD@^s;ohJ>3NS#=Q%
z>0R~UcB$Yh+vOZ06%&^kd`FSSZ;`P-x3Xg|{DhS(gzjBsz@kY*1T-j3#fm%Q)OUFA
z6+B)hXvwL;hAVo(MSIKgEM}NiuZl4YBX6O(9jWsg>!t;`C8#kRE0%dQ{mLvz%|@CP
zcFW}ki(K==O)!o7KP-!flRP6ro?iRc=**0)MpBv4|I-3It%-d^!E=?{ioo0|@kt)C
z-Q*(~TC&-PTkXWPiQ;vzMRG}XNJf70AKWSyarwSb<Yh;Se9H1j-FFxFLJUuiQ!^l8
z;{SR*z+9LwIKES%jL*DSlG*TFk&$qSHPt6TmWMEixG<lDyWeZRMn<YIjK#v-lZ<S>
zFSX>ZMv+cDlyv*q*(@iDu~q8T_?_^4NbfO{P^ze?;Z;3K*MSNx$%9m~v*_rN4-UIu
z{<J73b9Zkl-&RN%V$;vj#&O0wM*b!r#QK8gYKb~;>GR2So7;15E!7UQ+Rvqwtrs5-
zZLK+M-lIOvs|a-PbN>F$Kx<fDo<AkmpWGFOO|ye2#q-aXl?`9zADbo>DIk>&2a%nH
zj>*v!bgHpK&n-iSf5cd1daBA=+kW<Dh4hmRM1&~s0<*0_o#wV>3fd2%o(~#6vL5Rs
z7xj9s;>xTN+f9(&U`B|RWCVWWMg&u6hl_jHxy(!k&ZvK!Q7nRs^a_S{JC~c2IT?y2
z#3M6vbX@{Pu(^S`_E{s~!(<S@43}VR>aXn#e5&4Cw-FBwHtx{)_vj?RL1P4B#3RKg
z3tQjT-k<%d_szcMKL`kvey>2;l)B)88UFwObG*V7532TaoZd7=@<GJ4Fk6r)OQ;Vv
z=ipz`JjhK4HU^LtUDVk&o{$bo8YcaV0q?MPbuIiBa)=*iYP6A+t5x9v>4gTIS3gHU
z92T5*_s?bKzFy;Bd`vL7a4|SbH)+}K@j<<UDk9w_hrJ}z$1DU)yTyAwWzZiK_~K`S
zS>YkdWk}xteVah+@wW&(i6drW!3}z+{O?kFHD*l$N$oWHz$QIuMM+AFmaITt?^346
zXR<67xqKNaapbz<o~PDuFB=%cx(x0~_WMU-ANM3ZKd^F3I3WLsRbiP6(6Ok#MvWsW
z(#knal)W8;yt|6A?^IWNN?!hWP@U4y_7T6_|B}lkvzKJ;OUga-w|?6h=Of?Ne91$b
z&Uotq>yjnxqvC#=g}hvy_R*~8%z%_ExHuMMaN0a~z|tR85$BTr$Ltx#IMJsa<02o+
z<Ig;mOf#{z?mr_X|M`A;Z|3DON&)Xo`7mD<rV#`k=W$MG4H<qdT54M+x)NxWOBa_e
z)fTBkr-{6=9((p}=>9jFw&(i1le{9Ix@hU|^UgUwtzk?7|KEE$hVPGWlesnc{Icdl
zBNuD%Z=`Mw*vIuD5)wgwhge|M)tXDmlHgm<-Rn;>RF{&~@xSm<FM36AJ?OsO<X|jn
zQzwla4r5hbLaQzvlyHMcP0nrc?2O@gSMa6^E#n0rT$@cqno=M|IEzOUu=W?lljr9#
zR=D{@cvx<hT1Ec$pI82=eru>7AC6@Z%sMNS|FaZ=JGX%Wa@@V_bjK`pA<g(Q+TkHm
z&nibrH2-Ordcb9LDKk<pvp`8S;%S%Uz-2Ti3sTQ|`9OOI(rcs32s+4-Sx}Q%oSqcy
zt(PMwAeL%waWM$X>BOa%Y(tIA{<mqACu*~IhSFc74ub}Tr!}0$k&<lx;w0=lc}h08
z=ziJp4s<m|<UgaZX4S_kTh*8kXFwvap0S58O1vK?y%-&?`0w|tGM-mtaC@@G@wtFh
zyAtZxunDTu{kKH>36-qZ1#;5=^MHkyj`;<BXsaOo9M65um`58m@UW3KQrAiy!&v|Q
zWcPWGw?60FeP29eqJDSrj6sX-aB)<4pUazz__s%hq_i9!Y7HQ>Ov}r2=vU5>KC>8K
zNs&N&t|~Dk|9c5!P8=ZK!COszt>d9rSCr2TCU)SbKl^MGzo(braujwJD-z2GRE1Ja
zELUgAlZyZTpvz(+CfyxV)K{pRosq5-dUmi0jICGIH4Xdo9K-(n?_i5+x0d<VBkLnV
zo}52xOb&76lx7w~S2?Z2uKedk92Wqh#=y(*$yKUP#{J6AKc2l;5+mRby?=ua&LL)z
z5qr-CPCX>SE6Jap{LR7s?BLc2iEZnbOX~^H)8p0&+5-OmwgagC5YeEu<iEZx|MT1D
z4gfT=g$$~k`FtMBbhdXxNfw@$Nbx>eIT5~&5<2`B&?cr}X7qcCzE)`#<MJN_Vdc>V
z2G=`27W&m=)<6V5wWhW|fj=s{($mN%+TgZ_j5#=}%Sa~>%LfV5emnay#jWEPulmmb
z_jgRWIDYG8TjPJVx<BQ7EkqQx11I<Fcich<n#Lv)d#BkSQuiRv9j;#&cDIWB*PUX&
z`CO@iE{926d;S;pdHTb<Dl)#zHY@pMjw@=n>no4c^nTzz6x$Du#R#ldlRIpqi!lbC
zvyl;d0jxYIzGXjBe}zPzeYfAut53qN;K!ny-4&Fpsv!ID-Kyb^TV$c%<hNUel~&e~
zh~2ot8_(5*^jLna(G+M@rb;e)ENiH!F!*reurVh$SN;KsWY#}`xk*_e)?&<9Q$CdQ
zWYGb*8orf4x%FyO)Y5=y1mQ=~<GFY{Trj@FO)k?W8J<wNdpGHC(7QmMGd$>{p7h<j
z3thT5IZZmdAa?`a91<NMwLBBiX!EW4lLITf?L5uZJ9%8(5*XS#1><wCH@2*S1|Gt2
zW>5VC!~sM|<+fC$tgW4NX3{`uGLqs?{H%4K9YqxZCkM;Ntnwxs_K{81^0Ldyay7?x
zn7+|&&Lku~Sb!0<ZJa4`KPH2B8;~w~t$xl(?+rqVZUm1-glNHD4rZqr?H#uNej03<
zJxCrzC=d`>zYOf+4Y7r-eg=~g?7j)R-|%?4Vrek{K{p?c^KWYTl9<0v)lyT{@`CBi
z5T&BLz-i$^F!vsq@$={SA-L{)^KJh)w>6f~!f{Z;G@Ix=6-p99d&4()f*XMK5g~tw
z{mFlF=!{_ZvUgEat2#Ng#9k3|V6m^(KjBQaI+AIKX<>B&HnpB6LHq|;@|r^pe4A;|
zFgGte<dT@6GawdQMcgrg>y_gVm(O%53F8I8BD1T0ty9o|;;5j4sPU%Dc5da&*W?M>
zT(#!**}Wh<(zonFP$ph_%q^PavQk)O(Z2+Y{?{dD0G`C#Z4a<YYo*SOT4gS-6R!sb
zw#HE>oKjR}szEg6?rQ3e3Ia3)>z{pTi-N9r*~2DYqh(~If7u&>cOBlf1&?@?+5mXK
z&<}7m`-kV@t;0PB5H;%we$cBIKH}M?A%i%d;+MFSDB2R*AgbbUX74-$K#~bE@Vu9A
z&<Ovv+r<u@@s$sO1Iyi?Z#nT3m)^LM4q75nS|d4@{Rl`ubim_i+}HbfFA}aLp0ObU
zGZHW*cf<iDdjn6|<6XkW$!dq)!mv$Xmzz@{=ncc<G>#s?Kgnld03)~@M7`gtJ#p4M
zyYN%GfJ5=Vxzd|@H$=!o4F9HGX1g-&*1?NVgf;Mm2pCoJEiAqH$=%Waru1UU#lc+9
zYY<|G8)RZQ>$k=tfw{DOtr*|+OV)GID$uFt*=Sg7AwS8ChvXO5AON$@<h0i4+P_7>
zOfWde0-13>Ce>7+pr#fCner)WM}Yq!W-)c)2I@gsb{nU7>`H}gRoyfeJI*B}&A51h
zVmKFKOa)u}&UZZW1y6b4>F8F$%{p2HjWBZvpNAN9W$EL1LSE9M6goUGZZfN(wZe9V
z&+(8)FS_0JoKAjL77wEbMCWMkYg3wOXmEIlxQH6;I(Pjy`nzdHPpl=HnR+PmbPWyh
zzzOOHIbn}J%oVbDnw*+h3Oq>p%r*Ge$m{qlitF)~as?-Kxu`d5fD7N*AM6PUB4ZhD
zPK3G9Dd1-0i@SJ)XLeQhLXHJv5{o$q<4NMjvZ^mOXN9Q3YO}m9wfXKeoGg-ie(fD`
zTr`l8rZdbFAtNhAh5DWFT&u`PeKc7SygrP?F6^B?!L#SHsv-pbZDk*nO6f>_*%Aet
zNBYEPhvF3iRTalrit49x@$Q>r{-fzkdZ-2yHT=b^foCJ1-YARTReI)ioZr~;`J8TR
zs_$Ajlr$hxO5)clNfCZTLQfi|$IE0gMrwXjs;x26Y2vQeRs=neOqAQ9aO^F3bqWXr
zq}d5&npba6FfF_Ie^Z}*DI1!;Ox%{85BIz);Jk4i5YH^j%=ZcyO7AWhU6d?+bn2nr
zOOen=#;j!Cl2#A3g>4J=R)7N(f*>Ij<UnijXv*slSGBcpd#lv&m=&-1kfP@016WTS
zwE3;(;Le1iS5MiW#cu7A$!pnm#BG&_$J;7(kKJGDZ3m`<dYdwDS$&ETQG`m-Do)vp
zaHP2PYxR0R1)TpFXl9@y$6ITJn@3j;O#ESOxms9@z%+2)wE#+mH@+qa{zcq<Jd0eM
z?%TTPV@-)iWuzbS5t=GmwOa+quV+^iw`E?UiKBL&+=0jJ)+)<LrxvQgezdRo5>noF
z;JyOE%@bByS|l!jB;ubdMaj(Que;Gj+QsFF_Cby}oq#|>_)QD8;6G_C9T2<_$o2#?
zy+85E8nXLmEh5`poq@Xe#avC_r<a`RQc`y)@z`Vx77@#_?3|vKb{AH<t^DF|Q&ALX
zaiiejw0LzY!4A*xCl1h3?edA`p|jBV>uc$O$>dDDDNLkcs~k7G#e@n<K00DAwr?5Z
zdx;F=Tl!4R-7@EGB6)|F#tW)2@pyf7zsZ*SQHes4$;(c}!T-iVKrj{#mZu8E^;Az5
z7M8#sFOzXVqg4d2tVG$ZA{UKzWrh(cZ**I$INbl%+z@-8#2oKa+BHSqwj144^t(p=
z04%tt+kFx_9H*6%84(x9(+@eQGOfYc@l{;GKzLTGk9-*L0LODKarCL5fM*V2Pvm&m
z0B!x`;x$xP1?{IVHrv|fTWOn|0s0?_?2vVglL2g~d4=JYq<W9Tur8|qHW_92SFMv6
z6Vu;yW>aAeH+d(qa(a7*Bxw+7!XSoR?7N%1lqNNvEpNwimem`+lq`g3!bIi6evMYF
z{~vjhSo3MDPI-n;9XF~RG$tHSCz7a!_||p^CP?3TISTsFJKP@6TLNt6`O#iDB)z1h
z?tq%vEf+RHS<XaVeEc;}QL<$X6Y=Nit5Vu$EJNkS6QoeD_E(DsQI<;MKb>CI${;=k
z;qic<0-SxwC4>~EqnyB9v05iE)ia~9o6RT33suZ4EV5_Yj*&hD$)D035Mj9<?MnN$
z#Bp=mZQ|E$PZCAEN1iPH*VoETQ5m!6$^<nPyo9Foe>~AU3QP|VIbEX!7ZgF9DkA~f
zf#yExjhoW6)w=jVWmD%WrFXP?Y1SK88Op(QEf~O;jMT&_IUo<)-|9KJA?ywfywbq?
zc=?RNL5UQkmtum*>>ftD<LXP2*47VbJj|RD4ktyWwY8gLNPJt54{d1Y=fOhzo%un&
z20Yj{!9kkJ{ztbRa=Mn`Y<LLp0rqzngopa69pFNEs~Z?rz4!9#>K@`Nq^qK@5n6Sx
zT;&pZIK57MeIefgDl`!zoOW_89!$Tsx^R#FrYk-y=%K<L31Zz&aG{W|ytbk6<Z{^G
zlhS()x%(hA;6gb7QwLsq);RvM27>o;z&HBm(V%R~IErnwo6xaE=bs}?glk*0O*be_
z6RT}OpSi}_G0LQX$|*N?d{#l_yql7fw~_#DCR9TURra+u*BBEHo7P;rqv~K_NVRzK
zJ*jGGQM&b~KF!xD#f#IZX&xO<vMQ=rc`AoZ=`{!LBX#+DTjrbd6+!q9x245TWnqI|
zH+5gGgK@&^qp%SeYCRpy#Ihgp%RPxZ+A!GnsGqsrH_-(0$y#T5fotnx`a3UGgYjs^
zKiB#PMkzC<er|pX@89G4Q^h5zc<hJytmcY9hvMxR0c#Vv8V|RtG)O@OKCfqMAdi!g
zmSfS6NWb_jr5sON?7?V5FjFVYMb-9JYHDVD^t}CDNh4!tr%eHn=i=a%O}?5ns&N!E
zA1^Si<Xi3ZoGswQ1TUI)1+o-*J;eKca@RICyNSMc_#)J3G|w&RuzgdWn@I!Aocb!k
ziY{m>>9GpBp6nc2(}LP)M+T89G1xUS(tq}D&%jH{&59%De)L=QBNwG)a-keWywn7C
zh+x?YcG&P!NMxA>99{E2HfJ4|?RDM=Lg)`V80f{|#?tmTh&KH<6M66YT-}I(Qaz8n
zc*c>}1FTN+*?Ib24WLByYm(Zaz-PfX*|lj@LE$13tr+^{of`r~V@SN0aCk`08{#(q
z+{&Jy!xOBE-hppl@p6`aM2NV5|7QUC{d1K`$C0PDnMwT~UZUM&V>c9g*orr(o}Rc{
z5k)aHJB#dr#Fy4d5j5P)d3gd%V7awu6lehjXkUFFd^5|gD+-ccP+)BucS;<1?}14t
z{jdP^Y_-=?GA|OXki5Hu_E*mzZuP`8lA6L+LjjTI%QwAGSA5biF74`S6X*RnR)%BJ
z4TS3Dy4~%!`_rMDfjix|Y1}u89sBL>tjh(OygYSV0a0Kf-uSr?djx>R4si3weIai1
zRiI{>jY+@Q$^l$#3lL%<0Ta|eKLGgwL`Hyi8ObsXEeJ8JpG(VGaoxDsu_8OX6eB}&
zPst4!lb+N3F6ej)Lkva-`^)nzhePjOo-D!K716p`Z1%-x)xwf~p`myKW1uSqwZL^Y
zgPbkiN<;4KN(sYPglheC-hNw#4g8FT96-}Uz`uoO#pj1iA;(9?b|Y>2vrF`sT7P=e
zn__jfDFWTXCq;Zmz527w%C$_?zE3OH>T`r~RnLSEo=GsCKsWliza1~GDj!cK&x@Xd
zRbqBAFF@9NXYv0`ucxODI2h=5y5flN9?JQUnVnr$;I7i!jVepPts!={@{?(9>sk*A
zFY}SU8N0$Lwc_u~iF(<B_<+T+-z~?OrmuY#-??>$&GG|zI>C09D&ia8Le3kzPUZ8n
zlNSa-eV!DGx49?hD}(SA8P0h`XxUHfPkeRbvH8~B2>8F*R!fDDfPn1`dgX`5XuW(V
z*{+1tGvdeZqQE;7SkDa9=NWy~#036nILU5O|40;{MY_xeXWD%~hnpRNT$Jpgp=6*Y
zHuJ?xayO24u53kIxfcAhRO2I!Mar_5Su~ccJ9pZhHgNTx!K*CI9Po6-lk@J<^77U~
zKYG{pzr4rbv8I_EdZ)k-zH31Gd=T*4E7RjfQNK;Y*NXW1EXIEFzA|34crQTdAgWSo
zJzA>LDw|C|-Kv@R;B55#3knvJe=bl<5;r*q;6L*nnl1XyCoJ9j+g*K-f#8|Hl*Nrk
zM8+kwV_WI(IN*V<D4_SsPD-K_ZTQ~1REy4%kxuiAqK3LiR0h+3gvA_)(1-XfSvbA?
z-wGx07WhfT`S~pk6{_MR=md1~{?@v~wV-U%I_mURJxbBTd6W^5nSx4|^o?n<JCjth
zhrS1PAUR-_DLLcKhc(A#3S;_En?5#UL`b{pDUIhnqxSK6CV)){?zX}X7GgYFMgU+&
znt+ETb+d(U+13?vT@y-yQMq@fER8l@)%*;rKRHH#{20gjfQ4noeUX}!(sqJ>`B@o#
z?xm9(<q)DSt66!T-~bp-FijkB<Z~L<nQ8t82g15j-qb^SKTj#Es!|dOaS1lSz6cis
zjUTA<CynOlYJmo|p<66h2heLj?O<to)NZPIn!~Je3d|MtgK^AfKY4ely2^|LYa&sF
z^Yp)FO6>g4nQD^&$UzW!gQ}j_vj0{i(5U0p!a*nfT|a#=UMeidMwmJOVHuA2bG9fL
zkS6~3hZED@d^lR}rTZ2_71ftzES(&)_~_R!6SQPMG;S8Xw=%DJv$X^M&~Meo<$=QO
zN>eJkeVe}a0waRk@w_l?xx?9=t&v&V=CCiGMtIuzXY9Yy7J-+ci#9H87EgkTEZ$J`
zP7QP;40`Xm*h=oQvOCginRlh!SWO7yBvF0Ba_XH^lKzY%r+aBAvh%UZc%{?t8Biod
zZO!f4w(N~te*`IC+Ai=ecH`@uvt7K=t+zx_q9MX2O1o>t%KgROR9bj|WuKR*c?Ads
zHY%?LiFoqJ2;9iL7ZngET;U&c;uH}d={c{f>^03`O@0c%q%eb$A)_8W)X!%&M{6{l
zMg+-DtnkaGjgNue^G?(J=f!R84-|mr?be`lx548^X*)2G(K_yZT>{6A?ylCFf0cQ&
z;IZ4cvX9H~ot=-q)$EEAVRo9V*6jbltXwWC!mbj*W@GPpfHIL7{hVqYb7tW9CwTfJ
zwg)GG2TBtJ?OZ%Cb;L4=b7q=&U8(aV4qmm%&fbF0fO2LpA)0rNNds@eNF&&U>7=Lt
zUQPT)sz9rlv8ejEeIJP0XVyyh0zE}*^}(&}a&IMvj!oC{HrU6nr_cD0T2r36GoKuu
zyuWU@#&JF!;`@ychx7#5Y3~Mfb?AO;@F;zj9_+c?(Za2nX=#H{23gSn$w1K{&Yl`p
zFS|Yzz@w0*MlEqwyCu>yNKTu8^@{b|12!W1=jkt`T7CZR=M_9`G+GQ9=R0L^#I``)
zTUhdX+Sl&*z*$m0c)R^QUQcaE>%t!*0IkeOFQXi{8K-Bf`rZpxr*_rJarDfPZgSUw
zoncZvvq_IORqiv%2T=jrB_%n)7c~)0@!$Ps?<JCAmo7~d{DI#2VD11x3lC`r0^U&2
zNG3?sI+<@jC6Po<+Tl4GbzZu`OOr}?F@*3V%ob(XTB|RbD3&(2-*Ebfugu;uO6eGn
zmBn&+9Ytn9#B>1fcaQp9+t>XqRU`1v)uONUlZ~|B`LyU5`lql4Q*hs7RHV6uhun&4
z7W`d~+Ib;I=7-Io=47A_z8bmGcnSN_^SUCmny#ifPVr+`!8)0tmUbK`2lni3Up#f~
z2d%Zo)K)}8$B<Z}6!}7ZU7)(&o#w;I@*>y-ZHX%<p>Y?bE>BG$vu8R7FG+X71ZGh3
zj)Cw3k$clXANjxQeIcOr06n-IyR#6^cYv&)StZ$16u4a0rf+$O5FOqN_L}dQIkDgk
zET2BPc<Q#EN#jxT-UX+zmpkOg@2Mj~&J}Jyfd*)o>z-v<Q<!5OpMD8{)3z%=iMjvX
zAKco&%qZhK;1R+H)=QN2J=@(v^$PME<!`Jc^P+C|Q;X&f6GbLLhiC4Q>11VX5EZtM
zj))x8WmoX17R}Gn#BXA)J2o%$(r{sLJgDK4k3V=%U(mfwFuL9ZKwq;?6#?x)5T-*7
zf+)}(8goP^N59pBF%qywg&v9*-AiPdbdQj)$ZGP;05kjdxd0U8JC2IhJ!9B%6SpE2
z>{T<-ZT-skF04Dwr#|6ci(F7xD)gOKsrAOA6!JT;=b6fN*UJ}ZqTz?Er-LMD?`?ke
zB_HLXf^o<5j$D~Y!{OJBdI^Gt{oJq0c8?r4WmQWJxXX*UbsUOXlX#<;hF#zEt2z_r
z)^_taCY!k=o3CI8fAk@-J{_xYTQ*yV!}0|x*7lDZaT7?p0qfx*dEdfn)43VXjyacD
z8qvwUWv>cG2ZzO;jBba6`arPDc{42517@`WfHN8AwIQ$Q?s?2wYmzCJH=*5m>*GZ7
z>C={|$3h9ra(xKF5e)YLRmxLS$4wz9g?rLKIGn8;oxj7IIc=$c5iveIo}1AN=Dulc
z@8P|G)K`66E&9q0_uN_DqJ8J1UJpgBf=PHe!|<G*vE`cQHx0{;N>*W55vmf3smSUc
zAK7VrrP?TOY}sy#LT=fEr`&_HHo~(8CQz!DrSmJIOzpe14wglR%OT5~r_s6XmV6Lt
zV#cN6EJ{+nXTi>+T#jXPBh@1nHh1{NDs<e|tpit~mOXu1Bqj|#A2xybD#T;bHhzpf
z!sn}8NaCiuE>C&Vx@pWVhGWcEuE-Kid5zMt#&X59pTgjLNj>8$EU%s!M(o#gc>f_E
zr1aQ+@>w5pi-Ph~V#n<H4Am2g$k2r#XlX}(!`vY!Yeii9AdWh&pT_cG?y!>8@aZ{G
zDL8;nGo-v6kgqr&A1`RYX3}Osbbk2FD`awJ{_&1gW^GcnNjZCUgDp=Mxn)+E3D}RP
z0vWXoTs{2_G1({}1rCs`IrsTJA753j+(FU@4%$sgx`sxvX}k{VOQ(S~oxi1qdyT@)
zF<b>}xAxU!LylJ&`$%{`lv~4@6^=?6eyt4|zn5FQ*=C*Cg*vrOCFaiNXSGp*Z@vZ-
z1{JZ7JF@b_94L~qi=Rx%&zt8$5wg+r`cu%=%f^ocloIUis0($cMzBw-Ot|aVcq@b=
ztYW8}`|A~B*OKAx7DaJ?>A0ghq2nG%xrWtG)w8!$cF5ne3~c5T4$sThY+?)BhsI{P
z^^&_#szr^MQ~Y%9DP9r6K>c=x^B+w}KgS)`cNM8s!T-?Y(4e>3u0clJ7Ray|Ay>VA
z4l{-mnmb=H*1uj9*faDE&$FDpj$r?fw)YNeYU%ohH`b$K!3GKliUNXCM0yDpKtw@0
zNEHx}Dkb#hQIryzN|CNK=|-A#lqNOw7K+j#KnxICNb*iBgmdouxxV*$uJ@Zibd$aJ
zlr?MC`mM5ORu-i0=X|W7U$dQzh3KN53Dc_tgzfIKpnG@DFQ6uJL*rWLapPTKKh8y&
z*S>P2IWa2}YJYt9P4gh%*FM9Eng@C=oG@rN>OP?HBU>MF@`(`}AKlpoQL_b>L4SwI
z=H@qV1O!m=Z%}60S<Q21STk}fQ=dEPK1#Uq^VR4Q==qIOW-+mLZLW!8@$`07`^<fJ
zR~~5kxmQ^v-nb=Ho#agwk6#a+m32EeasB%>?c~9x1mk;B0zMDEMeFInym*LO0w&?)
z?Q4`Rp=A3&A;^$#rsgkZwM)UM0ep%UQ^HC`nKyoA7T4&RfogAdrAb6j+Ox!3XW0*W
z9x?CMjsJ{k;YaJ{P!Tnxbj0Y{q4c8n#cm01fe~gp&ARIq!<NvkhdHaCWsO@Z_Pl?{
zgZdU8T`t=qv~Zdlfu)V{nB8G`<Z9_!-;RgS9%YW}A`4;CFo%QG`F*eCM<<rp85j|B
z@agp64(XH0CG^FIcf@ry3Z@+EW$C42N<%F~Di36?_?GWv?dV!zFVtqsg?$)~=28#V
z45qxI;>kSQGx+a*KeK=vJn9Ndv3H;FI(c(v+u`V9Y<Fp|;AsbzU8mCz-Rs@2=A3aL
z$&xBZs_tAzgx=ylkP;J@rs}Xmy7Dp0uIR9C%ct9(;iFwlKj8B~&Gw0X-hs%=kM|fx
z{p@u*4`N7!WsCk*tblT7^2|>`rd%iMRU;wV_p=xU;rM#J>aAy>S;o715N%1LOvglR
zOLt(bj`mHx^68R$3}~T*$LAq!Ro9V>GP7_&0kDt%?AYMmC-*aQc^zC=Y*v`?tz+BC
zoums=I#YQ5Cgph%nUO}dC0!4tZ-|XbdjofjUY3Ek-0T$}9_<oGyDaTI3HYh}hE<w#
z61LRIxU2m}>0f6)@<l!S=bn>3IpDxUYUjaKiP2R!O&cnp7RPzK?j2yT!t#3zmM-8k
zFSD3534Kd<yhM-%<f914xDkY*o|`3&-N%1DhKpVrRmfS~zG6D{XcDenz78d-f-!oH
zl~7$Ip|Vo&t=PcNwyO+}8a)#-Nm00+B-S{j3ng~`$2+a&vpaky)p#sgzwEGrrZ22s
zOC0%RL#;;QnjhW9t%=d8MjoD%ay$8G|6Rk8FeN>RPk5rXEj&&iGSvEXcn7f#PTe7g
zLFhW7?FCoqC#dR!-M_}h*Zd!3V*s<fTzdV%B|xZC=ti#6oT~%Qg{~GYnx3%>JkWA9
zfwj$6w}?twH*QTJ`qBdv$&{%B=$r?BN?x5;wlzAdxA#DIVB-_gM=-})m89UVhxg=q
zumak-A$}<e^!3q#O{$UCVm5FD>7LvJ+PS$WQRuCDrH^S$s%mci`SXI7{j99H>RY~u
z{#G_(U+r!m(x}v5%Z$BLZQyhD8N-7^A4}RqGT}6QS|8mi8!Yss-L%W4ObWIo@hJXR
z=HR0RV}69q6wg)*F1oS@(r%yD?_JQse{w(HW?4Jx(t-)Jq<%Xiz4VOXZIi`ikDNgb
z$>BK$kjIhau2*VYFbNOY<(4jHqE|dr0KnMqlIXhLwYw@2EHa;Ky$$Yh1oqI~UtavV
z3qf&gHGlaF-e<D@eif>2mOOeZWe5|pt+}c@N$Ce5QlfG_{g5FvE$911>v-UpK%sgD
zlkJq$^qGChqXSfi=Mz6GJB@S;d~?}nkKsMF;UbHn>eE4}LhmF8n&p?<s+D&5DIv~P
z{Z*A{iLVeuR{+s>vRH`9fLDR&bE`2jh4#d`Z{LQc8w`K1=>d4YIE7N#P?G!kP??;&
z)DgA(5*S8y9s?r}!vkX&cf%YDcCcbj4`KHEB1=}QWR1feO67KFk8SICn*`|iN7Ivh
znDHIbu$Xy$!AL?Zs9B{PgV^5fCD3hZQ<SScua2<&<CnG*|2j8ZTJx`MIfRsF_0CfA
zinbL;-~UA={6JA|bXE`+B1)cpeih=E-X%jD?7AeY5(zc8zmr)I<omh_8y<O%CsYY6
zl9|(jhefT?WBjMhY(=l!y|&MFn5v4R!@0w6r*z3cbli%SQa!rFx~_+yd+^s4o4!$Q
zot9~~moE8*B}l$bW!>tv&z#QxN*-PZhh=Ur)BDd--O`jBiQNAo9sXn8{6DFLBAKi1
z_zr2v*^OPuTTo5^r{;%z_Sec8*`qi}o{3?5Q_r0%EYH<AlY13i(LL7fpq5Z-@1DIx
zW!UBDBWxyj%8wY~rSLoa@^&BN9_e*I2r>)PKd{Prt=zl0c~+$FcH)Qjih|%wVJWm7
zl?drwHtW#&cB{~PeMbOCC9s~`y2tm|GlsJ_#F!PWgpQ{l0G#G1$E`;v-hNG)o=P=V
zOIcNVXjuacL%Giy541m2HF$TSzucScz5PO?&*;~ks_431+akzWKta&l%Y0>&v=9)E
z=3YH!vkUS$d4i?ChxkG4YadY5;poiOOkwsxDx;dntlpP_B-=T&`dTHz<4)5+KHA4m
zn(%OH9TMo-uR%p*%hBD4w))xK3^50VoVXw$jPCUQOZ7|h0_~P?R2sB8H!bUTk6vbL
z#D+(HA(@Bf$Peh*N8XVIM=i1rT{|hP|Iu3N`z;7ESHXov>_oIIz!s~z5Uj@8V;NJK
z5{k~-=uz-X)$j1rvfIETCufCIDLaI}Pg<Vft?7!<7xy%Na1F6J_x9>;>in6EG;Yoj
zwz~22B46=;!K@Tj)>iVxCNt?1?qxK(DWje-2sBeJP;4e8dnPKQxID|PteuLeq$4P_
zNT+4fu+63A(5SGz3Kr(F;zI_coBKl%<f3O1|5mSjvNFrvj($D={RRY08*CHgReWGZ
zr8+pP`W8UVZHz%X5cAu1RxpV>!bY1Y%ghLO03^4v>_RFF%Wc(~IPw?&7auyXhqw>v
z!nSx0?dh|!46Hjqkgct97ZvFETmze!Y`sjmpvW)UP}#VXa1dCbRR3r@dnOtL0c<)Q
z3rK=_e&Q!F;G0v=IX&ki{N&CAbfCPiICwNoa_ZUPj^!p4dXEQhF8MJ#TVT{)xljIi
z<9B-|+Bs@m;VSerH?u^D8(I!{M%73_+)eKkbS0f?lRh)94;v%J?)+`^tM?=~o$qeF
ztZmT;+pOla97;_e-#hm2)!EM{d-JuIi`;9Q3Z%jbDl06r{1i#=-!2#E42b`DLJ-rT
zj#rxH=kbC*_niic%g6LTB<F1l+AZ_{dh@I|5mw~Yrti&EJXM~!RQtR4;J@XIzn@r*
ztv(lDVryAnws4THST~Z3x`3u(KUK&*1s?ih<A?&MugL6q>SuI((?8{7V(=g)*w$-m
zXFOdoO#GAk_BPJ`YJ+Wc85TI0aHg-TVqIfL2(=S8e#y_%Uztm@iiyFGY+zgWd>)(w
zh(Pc0_sCIS1*xMWgyGy#ZBzy40uf)Gt^oSTH6E;eGOS5(*bKLHF22wpWP8V1fN{__
z?9Pi|A&*y%(lZLxfiMHu!3CYh1H{1l{8d%9)xjy@!IXZRpsgmMYFR(Jqv8vFPmNI=
zSa3$AcNvNYY4~}whB7DJ_Vs0NNrqA^#YrJpJ?c_`Ja2-x(2vsQ$I_LCE*Fk?>BqX+
zj{&d<NuMrGB3&_Z%wOsIE+;GDiW)vi#VBnYK%(wc6kT6Ox-Rv&%o{L8m4KAf#E78;
zrs5k0Y7U&vb05#p19|bgw888_DDHKM-?e2Tmdq7#srVB7)bgt^-I`=F^P|=>S2m>G
zSZ#U}klbB1rRCy<HgR|KWGBn)mKWCgoD8B1tsNenCygVE>e!H;?=n7G;%6gk-A4$G
zKXvTyMjmB%`6Cq;ip`8?k4_8kK;%om2P>Q%b-KXQX4Ge`y=$Sfa7bi5Z3hBw)%VSv
zN`@o9u*BUp&*s31n2_MyJC_3tB2Lzf*h-4D4s3LEZQJ0}WB{Ok&|sp073XEYUYM8F
z?3F*GgrJS*ird2J;P?MK;4%hro~#!y8PNr}u#?mb&vJ9mHr7eE&LI>C$ni=!$G7>9
z004KhnPk=9y!y&U@~P>JIO|rkRaQWERSlllZ+sc6c_~=fQ#a3|MSHksL92Xze!6C=
ztF>61D4Nz5MAmn^oQXgD#q0nSdSS?`!eW`2;-*t%GO?{PX#q#0WaHD9{j8nAs%KU3
z@TM+m^PnSR(EGU`%3gZF*q`217S-_7<!BwUc9^&6@JFThR1{2_I}XpnvRgH6NwZ_K
zEuGU$1$DE;)sAVi_XXbNB{8le3&pd<h0{b*W>L{b>2wX~OIyf*=gExWG&h~3)q>Ve
z^97BBkQhnZY@($vvp9Y*a&de2GQn7-r__0(vI|@a?=fVSzAseIyWDJjTx_mqJw~t>
zmF|}H29@7Vns3&`nx#u<CMD#(LEcZe!C`4TVP-j@o7a60YnF@GZY^llkkWyCyt-QR
z?g{5_%nevs$7K}hz?^w2cTxpO{%wvrn%8a*EJS0~^*PaVTH4vQ1w&eo#e3IPyj#O9
zF00s>R%%SfDoEm2(&zqC#dwxZSqR<}i}Wn9y97yBS}tEwJClju>`gbT(Vu;ID=+?%
z7uBAD9*Xh5yr``grK`jpw~-MNlO6c5s7qW9{=u<u<OZ*WwOmGtDPi;DhAR!^sFR6$
zLrfm2sN9-)D4Dh9mg&{~D-Z1+JkAd0o@dfbN5iJ91dBSZu?JSZ@`H7Sm+Vx;ujf%J
zSiU~1=sR>T_o>Ik2!2}%Ap<)waQH+{`>vTDSi=*(4BI&NW1OZcX4j|eE1W_uJ5O9B
zFJz9S^)#Zovps2`4Q04rZv1_ex3;$|;ysy|a*rWqC9Mnqwco`sYNke{Mhto6Q_tw=
z?G{A$tcHr{@Z5T7O8brp`<4Q)3O5IJlAcsy57W?E@#$^}^g1Ikr*vK1d{uXz$H{hT
zRZJ%?+oKSIh~_+~>qBjGd6szv>aCG@EU&f{RnYRq{t+wrTmA^h;q`>?u$b5mXy|44
z6w5|aM@pb^OY{Uqxcn&{_bISjI^wTwaRsnervPg5;mBu<oxS<u_3NpHWLcP8kA<}i
zjI2x4a(~Mwl)YddM_kK;Ali4=TzQt50n+?k7)}<0RD;`kHLUl6wX6laA;1$tlWKV$
zYP<Z!!tu+0?L_)9HphEN5h={y*x7IWR&gY*DQ>K)XRv82Fp#P(fX53z8D*VwA2o+B
zbdR9s#qN1?gw64mfF91`@;x5g7;Aoq34&WLz>+hQi?sUb?G-_-?Q@oYx(4}N3kQA%
z+P_WdS#%P?ntodEAhmT<+7tK~XyWwq2dy|&rhxBc8le%NEskSa(58Os$#9Zl!A7fc
zB4m&v74w1s%#<t&z>B7GJWN+FQPnD~z**T_?=@D#Wtp|PiZmC@u3d$oE{#*HS$L^;
z4tfk2$z0*nOWR)%11}_p`*yUncBYHcK!%|v_*4CP)Ew#maDzcUt<!4sbvCioRt=B*
z#eY3SJ0A?KTouSAmyww%+^oaa5TPG?LHB*GX%^oqDf?9H7UsYm_&$?fkAA-~dh%E>
zKwC3h36V|Mm~N|Y$PJ3iYx~e;|Leq#9R?G-1O7iu?Ef31E}*?@w=|6VWPQ>-hCqrf
zzH<FR)^~pVN}P54qD%IC_tMo2Ae*0uO*wCk)o1t^a9gSK_{4+Vjg#g9S(`B*-GGTz
z^<i=I(AH!B-~KMhu+P<t%5t~NfT1Vtz(p@;_JBqRe4v=Hy-^M@0W9gdo4WnAwWH=B
z)OH4i-D(S>1JVU@P}Qf^>z~;TZnAH?S@nSqU~aYkTFMQf?Kk-TeFF6_FCZ2;Ab_$o
zv*OO2E9o#F>7Ps&G{D=Hl!EnZ96v(URezjY3^y^oBVgZ`ECszidTQkiqLv@^SsXOW
z&CdWo;2xal6%48#IIx%%B6)%ZEhEylor84C@}U$QbZlGs<rV~*_Rah=VLv@x;QZ#1
zsH6g&WB?@`Lc4wIw6nn)R%x7du-Cv)mC5w3pQw^rVInuh?5s}KVgg4j0pIz^O35$7
zrcHADU?zbP<(6#E?|@%vtZfO${xkrF#@4A`okW43-XKF9KqJeCw-NHEdrGp+oW`-#
z7|_VsW!tPyGo6+F8Y;_d;P@0s4=da@4xzZAzW#L}kp@ci-u{YtFfh@5cDDf$0NXxr
zim!<}EO15fNqqH@jl1t?_wTwXo}#ZlMs{V{0D~p2{<|8t_xhSA;{a({-M8Or2KLuK
zTKNCfOC&AJEV5xZOU++`CIMCkUxE!crtq*5oLa5@E73E7c9swH${r7Ur}9wON}@Fo
zHw<cWOh^MJ=fThXqT09h_UA=KMIo?WSWVpE)Ew9sD=3*K&3c45%sW<$>gTW*<^J;G
z^G`q2F38ZQ9HYnU5BA>b3oj<Sk0s$c$u4~Hy;G=>p?qvAnK6yHmeEH<a+L7t=Ml2)
zNDe%Ha#QnBpFZ}0_C~udP^ok(6gZ_+oM^M_&!A7+imsQ4OvP%}<Q*F1hKoAb&kta0
zf|UkZuRnmGE02~Y{Xc#C!dn}0`IQ~XH8)^gyjej{h5fE4PJqAILc6A>CVze%=B<a=
z95OqmPF)slh2iU6C#1PTBnt%<#pj=ENv?EM90q3LCHHEFF;y~#{7e@xrS?*F=|bSc
zrd<C>rebehk9Or9h=b#YJ?(08+?)HP;7wCT7DMX$wpl_^jByO7ZtE1@sk@k#6)1p`
zICn_gN_o~^Y_c)LTOfWVe`r)a*F$zz1#k*GN80GerphxgV*gXz=K~=Dz6Yk#c+z=a
zSHLar#Qq5IOHZHKxs-4`iM(tZh8|g>D!?{jM<bK9J9qBXzOf}Z#@f$*-+96i;pfsM
z|DqPA>)=j-_pCxzeGE-XT8sn$M0DX3xE+YgU(3Ixguy)V%}?sRSYBlgGa%P-!}Qz8
z0zBT&8^_0w(bNeuk>^B4We6!eX=9V91bUSCcsdSmyD0&`2%rSgve%1a*nOCOw3<bX
zUEh1|TKf3Hx+7>6lD~OPt!YMq&5U?={E(PQ-AacNNs^t{&H3*D>KqTS)qHK^48LvH
zqn!|x6yl~)Huq3TNl&pi)~)e7&R@wx91b?1r+vGZW$-vhoQIy(@Rd`RxuR!R+#3Jx
zx`5AhMc00n>y?@Nw1jw@Zkg-XkuA)@NzF4zgkML{`l_TK$GY{BgV`eISaMxk1XLqC
z)eoF(4k50fB`e58gA|_Kkk48B&KBodv_^J_1IkM#)~WG(Skr_`WY?;F;7VZFs)3Y4
zqFR7|H}|<SWtCHcR8gIO+b`_x;{|t{;2VefIf7k>uB9u?_zR#!&Ph2<2&(|+MAebL
z{281UKA3SVrxY8)*b{f0fUT69eYxj03C|%*nig(lTAQ~u8qE@xdwsi{cU$*&gYK6t
zwGysxHqa;qKWvJRDR~{=ZyXY5v?}Qoz(QPm(v<>1d{s7t9!a}Vot(f|N@AB<y;hry
z9lJD}Z5Y<8!o$#JBd5>`MV_LmITh!x$xvzE(iDDsK#1=XPswydAH0{Nb|$To4}MY7
z8C!n1elO3aipOT-m?}6-qsphh%=H}4rymN)hfOB2-ou$jq(e(8kyn4*cJ|_64;DXX
zWQ19M0_I{mXaq5M?M3oM0B3%eL}d7Y3Eu}E;#W;d-WN+FWPG!R;vtwXWb`-KG%}_v
z0R~oB8Ky$3a5LJaA&gL8OV50vs*kPsDM&cVYfTXS09UwEVeDFy6yv79EfON|jN#NR
z7V?^~aZ`l9R>5p-x`Mn#cO!lM!$|MTKl#Q7Y@YsUnav<5L~p%iZJZ;b{^f<e$vlsy
z$Cb#Kuae#ki20O*u#kq;?A!OK8lY;9qSxY94)+e8VHB1+jdewFCw(xq8qmUp;Y#WS
zOKl%~?n59Kkp+dqVrE72MI&c$)7YXK&sEq_cgcs>n(FCKYIw3A7GB%TSh<Wf05Lw@
z3D1lv-b+lDE{YK3W?cO|2nTB|z8G<)NMv|jQ|a0C{?e@YLM7Z=1&cE}<pvX^pt_8Z
z-1y25O|vCaOj>Mg{Pr^gQ7+w|=?>q;ev-n!DF_oEMX`A=Gm6`1WCx~_W8{{E?g$DB
zMY_%gX`(9O$`#)MB>i1{tQvrOUuE`OqH0ez!Df({w0HE&;j%)Tz7HDjKlFQA`ht^M
zGgrk@Scc&SgO96M$0&DG#w>RK#pt^~<{*;>R`X{}8|o-_ns**;Dk5FwA$@B{lO7=M
z(|j?#;TyD)c_!1t0E_2~-iSoikEho+Gxen(Niry7v-jT27i}@%KCd<0W1bc6dYZY{
z97aQR)=rCan-xm>fH9$lPdSsm_2Ql!AibL~&O0JB7qOFU1yb`WUKo$n$x&EQn#J|U
z=eu?tV1uX0%de0t(Z>d6=k7X>8+bX6k2uyfKN&e;yg1*)#?J0`KjhxoKLmi<{Eo2g
z{GJ-K5Mb*;oWd2+voIIy=5SA$r{o!Fl<-Bw;d<z6)ip<Y3f9r{UqpI|00RWa*i>*2
z7g~76y037L=BpmU_6ay~>oK6;7)K$>%p~mhN;m+i##~fCo-(ysk$AG8Q+d1Fb6Sal
z+>1*lB3SBS-nfNNql+mH`nq~re1-Gyyt6f<Y-8x)CY8s?j<+v(0z&jx3Mg`-&vlBq
z#6I}T7vv*s%)zrKS<Z|&WqmsbN#BnVk~}k2HZ|F2nY-Jry5yCS<JI{}cU6z+mz;AS
z-O!d?b9^vao>D3HV5zG{OJkkSQ*%m07J1#Y#}A2rWJ?<;F`x9_8;*`Xcv1tUO02Mt
zcV$d13_8HGh47@kj~ONBdg3j~bQs$*ft-ys9RHOotGj!`&(<{B1mwXrtQ>XmE?jBx
z_AVYqEtPfRWD9xC$=pM%8qTU#U3$o2uP?x>SMGo=TJS%tw-N3#Qk;vZ4P0GV+njfL
zkTs}ZobcHA=EBV0y068NHRA-0yDU+$hz93)2EZr+M&ENTqjV_tRz(S$QTZYNycSi@
zJ9r6v>)CBl2;v26or6(NZM_NfcJqQo_4PSxO~Jbu#Iu=9v*x;@I=}+2DI(+JUFLAv
z%n7B8XRGa_kRMe6`id)ZUAkGeTE<&*S9s(^ufghM&enS(S&JO8r`99OoxqF|SL?<N
z5;|7Oz>=~is9IX(EafvwUwUyWb7$BVM@c(r<KzrBhF85#XzJlxK5fiCL=HKz=}Bse
z`e<qK3C+XHJ@eY&$oOMQB3DT`7IOB~ly#RcGLFJp2+Bgcq~mqBZ2T*6Y&0;K0$4DO
zt^@O5`dYnia6|@%Rq7qXji)s;M3+oB@E0s(?2>_Nlq*twxYFK7jFPdN-}Y7p;|>p<
z)-));1YDr`Yz{)RueBCZwMeSNJt6u_vu1UXHtTj)Lt_2yuJGHtplRM$uT<@3<SI_H
zlrF~L8k8=9ywgLs^o}|pF$?@|GXs8`&ADr@=n*nAFt4r-$8P3B=!0}Z(Q@=u)xmJ)
zmtDE*DrNy_v{f>Sw~nLtQV6s2pjQtuv)VuWd-ZINf6z*Hd|r=M_WXos-f_3h<+Mr`
z9gft|yG@7Rz(-~u8$FDy0Z(Pm>0ouc39qNR;^?462MSstkHy9q&DaHw;p@+Itw{Ll
zX(+iH^j|=hSdQw7^Y;v-d3X(-A{#D_<{8h9(WCm}-8b@#mY0g;tSWDGI;cOV&D@FT
zrm1Pf%~lzgE_KD^E{Y7D+LDHeyjjPMl5IEV%nsLyP7NPV(9M(B?>k99a%HHdMvbX*
z?iG^M$$c&Xl>%_F&zX|#5)av{dNP^kg(AA-0(-E#@@uajL#J-6ztX7vy3TU<9&jW7
zE_~w}lV&4(J4&bG$-xe-<rhgLY{Wjk*7j+0DScvwS=|(QX5^<p3z1m+mMStcjxkz_
zXwY(R*|!7n)MD6)f3Y1-C%zzIY(6`{{mv27vM*q3okGunHSy-Bn(muL)vB|=q@4OE
z<kOo@{bhUK>y~cOLg`yNZm8;8>C9y5sC8yfeX&{PIYse_A73XN$Ih4(%Mfb65_l6t
z?{U@E%$}eF$7e4^|LHm8^PRosRw{9$LT+>(`-xx5sn(zl%<}7!*e6KhN)nR7u?D0G
zj&ucJUMUD!yGdx2kJWv`ED*+?!#Qe61Z-HzdAIZAjbm)&k_mymUWAw^5ljmmiJz*v
z6JOY0$nN|4eq?jf*=|Dzb|TWC;ws5JcQ<of=?BA00U-!fpGJDS3%9X0emW_}xE5?D
zmuBOl&{=={WUvhGJI*@S@?uD@SgM<QlJP8vuJM(kE8t2V(;c}rgjUaom-Ne=JMIIW
z8a#R<vTINuWJ;JL*oip|$8x=#UVFh&h__+R2FKS0hKIsCZS-D;08waR!<%{LXYB1a
zDVEE_lhV0;?hDy?Tpf0+OQS&CRBoEO`)G^Z$C}U?^)bv%9|6lt9g=dvuJsgQ{pp!1
zuvrAn7bj!(arYb$)4=L52WJWI0mglduu{!#dasLxR&NlPTz7}&kq7!6Zd}!V-DqyG
zT!2m7{&(Dde*6BCD3Jv}KmY8`=j<>K{qaNI@&G(1C#7ZmGd%dai?q)NxM|P6HNxRU
zC<hJ)!dx6L-OtyNn_7tUd5~L%U#73?21+fw*!M6E<c4|SJVf6VVQ`FB)Smol?OoCp
zI>X~qcetH@yyds=Sr^z_Xyf1Dd@01mQMJDHf(JF^)x`!l!fIgICDv^Kk0VvO-kk%O
zhdH5g2r^C@+Ymio{P_E(R=#=Br=?bR#sy&=R%DM$5)loy#WGC&?-1<bxpxnIkVE|U
zBVoi`w$;rG0)>%6n-c6JMH$9ZkB%E!Q5^Wc3j^(Sgh`!oh;@*vQt8=N$<=Ti!fftM
zNo>h!xWin%Vu)Eh?%k)+M%(k^-bp^mHo*`SWZn0HKO*6S&`Q5q@2A<uG2`!F*3%U%
zw3C8^N<^KizTQIUmIxU|zR_DqlgblHmGbsfYI^j~s3-%-bTj!f7NS)1C~fFSX1)Gt
zl-T3ku8A%|a~iOxq~z+QnlHXfV`*Rj(PQ(D53C{}Hb|O~qeqBy!MYmw9rm7%av>u3
z0?X<04n%nvdMU(c+!m(nV6`|XkhGjoIW5mjiLL%Fe6i0M<ZYTF8bs#vF=NdF2FFpZ
zty1Yt>6S-!A|BcrtdFiuKQzG1i0%fF*ny>QPh&=tU*!h2=&&2l3v$%xD`|(8Bp3e0
zx1vFskdq_bHEU*C)8l6!sgN)-dY3sx52Cxji_iB9HMdlb9aFWNL`yMqD~d|QlQ+{+
zc+AY_^H4cqsHxG&%FX%wd0$^+G%3eJPn5^%FQ`pic*sMu%({C+WOYsxkc8<>u`Ul>
zemN{`6(P6aW7gWIUoy55Rkpl2Ouy9>M7#T}?8`T?9_Omoo{uFk^GX?2c1<*AD5uqW
zEqu{hSy7j(o6z*|94H*E2GOI}MeyrMuDjT1pj7mKx0xohl+$GN7)niEtb^5pr$b};
zfQZZpOmZajmN?D+4nhAJ=w~3xj;5$wY!$=g*)1!h0wT-jX40Gd0rXO)=x8N4AM%4?
zR%?4u{YEX#UJ21NUgJoYZ%>SrS~dIIk>UK1&x4<6=Gch6UaUvQ1G|+{gEL7<PjP}d
z0Gb!pMa2wu9!7*YSU$VS!C|}@#~~}R3GgBF2e>kkZ1dC8^}8=b-e37@hM!*FPI2ii
zC9$|Wv+!zav;4Iwyn5(t;_$Q3T}RKccGo@Re#Vur{z$>VqaVJzHjDROXlm9DyU%zP
zjLzqR%tC$5xsz=v>+cO8qge|NsDxWIoh;=xJoY-Gi0j=x-tU)BJv;KU*o=IOy){l8
z>)aYEATWZRs($fiDRwD#WKcpBC9p10Ng&*gUCV^g+lox|WmUgzoG-HVKiF%9fNgxm
zd_1%pG8~^DEEXqCCmDp8C0qvfSh>)ls7iyLv;3D{o^LcuINIs$K9rS;)QmeiMqV25
zGjpz6P9U#Fk$Mg)i_G~k5QyZHzSY5BS+)M~9AsFP9bR*5q@297w^qUHfp!@_o3}~q
z_^im%yk_l%1Tn!wV$)SwH)tRR?UBl{C!eNA8AtV|h!(Mq9Vj#AL)FtbIpbc-;Gn*Z
zZ=hiyyc>i`&gaQxb|c6y3i_vO50W{INHj#m(XAF4JYF))<OcFqoYnvF_fxQ<yf0$z
znSWy;V?FIU@2=JnNZ-`8U+jSR>>DR$);h^{s)L@Wp0zbO1C|5yw;9+Z8;UAVm3mKg
z({*+VFz%;Qo-){92U{;@5XU!H)PNj~--R})z*t+ZYI?1&zLKsf;_fZO=Hf_l<AG84
z5%f_d$pQh)JqVI*4Dnjlid_-cto#0gHvpx(V!98Jobw}K1c7wc6)AoDIalm<1^h+{
z%@$69ZpdGd-57nTK;o&ZuOHRJZWLtQczaNI*hO>Dwf6=NoE3-p+5e*zk0+c*Z7W@!
zH*xh!!4pj<O_&cQne^r%2?d$w)_Y6uClJbZBS)NB0-}n%H-Jm?PpQ6sLAJwreS&-h
zH8*(qiJi}8k8L)>`_uYfT(dxF9)%O$TMuoRlo6dP8N>l6geQ=h_aT;h7lxE8mW{&(
zoo(HxV8xOzv4gK|?)<40s%i_Xxs@SB_QlpDg-D(7{xLk#Dt27#9_R7V{32!+16^;0
zp0~iQla0x#WNUTreZE#j&}Syktm>cfy?z!G%D_J{VsNZ8(nI8(t_>l2#&#&w=q9yx
zzLzz(EOII~3O`N7XXD-;E@#KwoBo0!S1XL#R;=(M-B%rdRv*rh;K4o&Ckfis!(a>s
z_sJ_R?ST;{%tzTcUDuvORjg#R<`Q}|RsE=Q$zb}DLB2LJcj!1dAIE_kAx*=zUtEu@
ztJ{wQo-oE<-8_EEY(B4R86iE0wd<iDa~>fz;VM>1PR9c)UWSD+D>=ip?a7DFt$)^&
zJhZ)Hr{)faUOi{I!R6J}Iu6qKYtG~QwO>>-m94`7_F0S$;+KpwVcri_Nu!G$oIR%B
z<<`N0^Iy{&*DSK|>4f%+8b5BP^)H-dqr#;n8iG^<I`J6b^K@H}vDUTOgU&T+Qt*sj
zb!YEg3a+&@aB$QmcZ(aL3z>1tohVc0qfk}VI*IvkjgAt*W3w)|l9RM%oEx%p5*rD>
zb%c(t7N*DI8%dU}@4f4dd4BvIl~tarpOrs)p(pB9db(|0Ff*!-Tgl^rt|#6a_oiut
zX>4rK_(g5Vg7>9XiKUEBg!pXaN|{06VXtr9+AnrNp_U`W1*OpxUQe&rO`W(j@>nY6
z85}O8Lh2-s1S_U3F=wXoKFh@6>>w9=cX#^ZtARutcRuj7pyN(zfa3Y*0izx|zCN&C
zwY>4!IB<+eeJZ-BCNf7#VaM1J*B@_Hm;fMncaQVt%k#ijb?jH$-m8G(4Yq3uxETe-
zpj>ZajutU>Y;=e|_BC9qt*h^1n#}iS$C5VV^UkeTdiQSpJydG6k(yiE*I=sv6WQWB
z!*2~j#)>5SYFO=!!{MVij(D&u72yT$Ev!rm6FU9&;S0qY7Vph*k?F*pZ0ANvED9hM
z+<Y8YpAhU!oH|HHhieZRVxT8}w;b&fJ`-c7))xO|u{!A!sg8kM#c^(Oeq?cT+|pp?
zhT2w>ReYf}Ut@Lc8%F9om9PO5FD`>~I7HdmN0wr=U)&6dTWUQvw#vJit>xI}FxtT3
zY|4BHlIFP}e>5$@?%}4%QlXz;U&Z{)8gZ2buT#GEqOQ(pZf^A^&U@sjFFi}=a@S1d
zx_!;UkmvqwXv@U+y!^|or+$8)CL##HwPvmT;@V!Da(q3`EOPibulKq#E<%`WbV=*6
zbkErW$4#7EO~8o*;w7d_lh$^a?A5g6?cdfmgclH*m5w?d-yJGn!8vc%Ja};#aZFL<
z9EJ~?=Enqo#uxK?aM*0XR>AH)iZygESeSCx!r8`Zd8MvSwlLbd=?P<0Wt%21_e;>%
zIl&mYZ9iQK-YCs{7kZ~xa%z%nuWlv2Nx#9=|3j3t#%5IeAfC!5wAls4@<y>yQO#nz
zWUFS<SXd(URwjdUL{|qZ{dm1_J+IIGy%2s|Rr>`b9ir__`{Bzl*?Da~BL;slX<~5c
zqbE<9M`erM`V)h|6UHgp*1Tv^sohBacxka1ad~X)qk<$gUczwSvi@T*wDD-Fb;z@L
z50uE*!@Tp7fABE|w#_%4_j`=TS)8-|G$UI5DqU8lPt}tr`{{2R&V^->5nF4E)w(w8
zXYUs=4JP`rgf7d`05gr+%*i48RVAgG0#t<v=ED|G_|TmF`O&-iBjfe9zE5LqS=C$j
zpgql6JzMqu`ng*EC>!+wa1|P0)I+nZlYaHYv16|!#cgwtYMB)V);e(aJj~>2rKE}t
z+>+trdb1v5dg!ZuIbOa9<A2pSy2(}A{WjW?<i#5m>p<N*fbWwmk3Vv#rJ;Z^%e_3k
zxSbt4Ym8s$Z-qZKXOOzVOZ#Q*suPXReY}_dXWiao<)M)UClD_?R?@W_UW6MD6&?(@
z7D&I<zm12NFwokmn3RS<Q)49BZXgh+$9v7Fjkekh^09bH^0A0x$AMgmP3jC(TaLeE
z$UNr9m8+1FuI(?=ZC%idA05ta#W=CKByox0rHtV^NfjmQgFy?u(^Gm_v%%RZSeC!x
zQ$8sje0vj8XQ=1Bk!l`)M}vsfYKa?Gd_6BiE#Y(zKdrRTfHt-}rqlwJE~$a_oX1@~
z%HS@jWLjMKcUE|z(mWwIu5e&!Ru4VxS?<1kzce99T?gKrE#)oji61kg&coBxC^)2@
zsffskJg+V<GFv-2=jN$q8=7Nd>+Il?xnyB%yX=aw9tUS}-N_>emUt&6ATy-anG;$D
z22Q=g4@3`DD(i@k6?GF#VPmta-7t*CSV1?@a_kJ=?oicWzBsDeeI)3r*Mn=h3+;-u
z#QQqeB5tG8Ox1+4yhgIJb?`a4ij$evwmm%yl9P+4V&ZhL4$B$5TU2LIXG^Gwn%Fa;
zu}>A>nr)Sp^WM`Sa|qR&m7uXYeUk%*9Z1eK-DgtGg+cWzp3}G1$u#M5I(AWP-C@BI
zk&1J$?lDU$G?hONwPia^Cd*o84j4OVd&5g?=JzgLPRh_W(o3;6`aE87zRb<vHHb9Q
zDp@N3Ztm*Y$2n6@i~S|#)UF^h!jz1fRWfT*6>}|<M`CL8hGP|-+}<$Ui<@q{TR9Y5
zts(!p{Emp4Kb=p0x5D|kRpJwm^z$?7mDp9HPJ@n2^=tx_o!Ug@5jS%53+nUxvlMgH
zG<`F?Mj8r+hV$a})pv%M{Ur@6(Aj;8fq7o-dh_k!QU80^)F{BD1z^RfZ0&astaUgT
z+w<Os_BFY$l<Yqf1i!M!y}hTgre-|rwo2S`oUD4C4JsS)V2r^hUkxQ6r@@dTDHMtC
z)$PfawpG_WYNet6K_vw#_9%BntK8xAP-cus>0O37nSvUPglx^#Ek5y4PC9BF<A$6m
z8Gio5Vkp16uFIUwEy<G6+6qkFoy@gpB(mJyl{sO)uz+x?gc&_gvWnL0<$9YW6z?Rp
z6QoGxty}U~=E)A|IXfQJw07^oe96Kdc2JkE%k&yi)G3<1Alg&cnUQT@rtJ=xH8KI&
zS+S@kPle1MHEz8;-yr7qm%n7bSq@{PX08-ZPquh=l4VbpHVdPW)!at>vRp*N9_=CV
zz}XBaxv9i>*)dP*VSd)SB+B<eksIC)xq$jl`IyLfbZv{>zy&KgKznankj<+|H|2|$
zo7|_a<)IQL&9Vlak9Y;wnR$bdX6stn)3sBOPfu1h^-aSM2ThI|N5uRs=Xt|kBf&e=
zYoX4JJU+2BdEpSmAlsuseUz`S?jtp6<mc}UiaWLa?HFF)Ruvc)&RA4&*Pma{-bl~y
z70>xd8)xp^+#_CO@0E$u^~~l!06l$6kGXHTi{Vbnyr4Ik{!U@HP^8!Cg5DK_0jcig
z_^p<t$+wJ}rOShQf`kl&#dFnR^JUMS9Iu#ii!q}LutD0;*Gm0t%WOKsA6*JZvzRP<
zdgNgzf?m>PqAZtBZ`Ja3__yS)zN>O}>sJJiJYr`ueYmMw=2`3cV5EM+UWhi>bg5Ku
z$G!HuGBWDatZY_qKvHQpc6Rn8wdjG>(;F#Q7PtnOz3VPP_d*1Bj2k>6sC638v!Co)
zQ6*HAB>3-sMHslS&HL{qZ^U$DNFzGEBDLgjOqIOq{HF}&%9gr3K#S^ZG#8@huTb9Z
zeb4a2y&5;I)XpN+VFkTiE1lD4UNUa+Fe~gle{kZ!-4P*=PK8GZ4&#&1`})%~AG<GI
z`|xV~v+R^pjE`1KGiMlep?wsLfJ6B`fd~7A;IHWCgJr-w&y|YQ8A?SDGhBX2&C6!3
zJkP&FQl0DWLuTL$4gE+_BG^*-b5=b{*4q?P6rclN0HA}}1vhogSC5KH?qqtM#%p@U
zaS7!oz2ZkNe6p&G+U@hXEfa2CnnlM7V?TMP_12XvMZ+xXOzT`lwO9ohej~G75l#i!
zU-i$*zdVm&J!d7B3e))avbb~c+;n_KBvf7hf4LsECYW-;p!kwHjg%jJ)NcLjD?*iD
zI-hd$SGgs_kAY<G{!-$~Tz6YUr1<&!m!oB;3TM+g^sz41uofdj$5VNbv}Dg;(lTK3
z?_7#PbgV>I)*pzLI2;{|&PV_|XO9&SuLf?-9yEPe9^t80-d@^0i7~B5&!@%po(S47
z&flsBzQZ^(`3v<H6?JV`0(nU(=b|-je>;E(Nki^`asj}dJ+IE!Ni`@4Mw!~FW%Nit
z1B}&W76hq{r!+pu6XEKnQo(2Lc-|qOWi{L3)@oS?^V+E0&@58cr(HG9MJp~*EADmF
zi(R*Wwnq6UQII0$-CjAv3r@#WHE{oCI#~ty-$vFcwX)XR88iWi1s_tT)kaQ^`A%2U
z<{c1Tiw!yvZc;aUo0^j@Ep^L?iLSfb!te;g9~xTwQu%>30q`Pdx;Qc5+*Utm69BS8
zyz}>O;0#YSWzKw`!_zr8s6p()<gSRRTbaM04A>Y97)(WMxQ~_|2x(Xt<vHl!RdXu`
zFluI7els7BivWb1FyE{(w-U=4a*Pvp4auedFMRjTqlpmp)!pM!=G_&@@W;W%5;m;E
z<KeN)o|cW*?H?ys7m2#>@3J??l-1KCS4DqJ{Szkx$Hi9fe_qgX00y|q&;JJ9_~@xx
z_Hz=yDUFXCIHxuM$P49x_|B=%kQ(^N<9G2<X7xv+7E9iW<=Tanmjwrv)$N9o&gDAT
z>5u*WAfor?XUY$MN)iPJ%_-|Nq`ED^^9l!66bB4>GBTM2GiuaqC3+ZN)bT;IFbtIV
zPT99+HXyiQzGdLgyO58^tD2~tcp*nkkm{D{Y+Y*2M?ZhQM@Zqixl;~5Em(VE(EIm_
zvRRV)aj{y&3T>)L2=zAB-s_Wbg%$=5A>k{@+Uc{u;l)<Pe9`Cm4}CIa{9=8Q<6!nt
zy4eC}amAnq5Q9e#jkHYOt~wj^*0VmFuWCeYMqh|b_o-&(dro8MsJ$0D(ZVH^F-dio
zKb1Rbd<dQ=k50AScpJloD4#|%?D6?-$_%O9+U|vA^XE4^&vzvN0ou|7ZTaq^@)t!W
zIMlFPFJ@7MIeE6Xd%li}l0bj%Wm9O$AGzy;X|Ft2lBPwy3h%3vlx|b1lF7Rrm_gmD
zwCbCRKmT3}?m>0Ul9;HdSa_NK746K5v#38!%RF*_HFfP3NRIqnSVz>1nxAN#FrDnk
zaRcXwGwaMF3S_4ksv*8jK)(Q4^%Lq;8Rhdm`QJvyetD{En^LDV*RKWhrvV5`5B=9y
zM9J6x*OefW^HwS)^(C<{v|muA*$oPfny;Nb2h3T9O9br5dMI}C^l3g*n#7Bk;Px?8
ztOg>?k?CF^v+7<if#Hv2nB2vFnBsuv{Y`VX2kgi-fjxh^YuI-JAS0RE?U#!NS#%1m
zn#2%K?AOg~gB^x(jak(Uob@c;H?y?b`|G+|Vv1_Bi-r?aZYE7EqDVJlmx7Pw9Wv%*
za_ajc^8Fdx$3r`P&M;2G>nAUxM<a9=LWC>6_hsE^2)F4;LqxRbJYOvi4d2OvX5u9b
zn%uD}b{|1@EGC55CXjtOQ86Q{F2OJo_^>T%>QCPw=!T`W4R8VtM(5=Q!!^q;WB3xS
zEnD?jFgYUN8uFplC8nT_KL5RQbc9^$9RugA;#7Fq=ef8q%!6E-7hN~(B8%`|Tq1^0
zKOBCJ9zbSM49Djqb$4ToyEA|XiUv_~{cIh~OQwcqZ>vRg#Y$t8KKTvp-&>JM5IdyU
zrr-n?ox<7&P4p(rd!&yC>z^27DbBaiS+AzQX-~N98BAR&&tuL5o@Z5`Sad{$5N2t{
z>-*Bp>iW>b{G|_i^OU8`;5B0*%P`KZp)#mA9R)fky@cXovY$8$I>lGLR+|v~g})vp
z7B8{(s?U=&LpNc+M|q16s(yq~I4#+tGqnZm4Hf_l=BP)NuKZr>&;4W+Oa(6pk1$Lq
z@GN*!J(zsYesXL20H;6Q*K~@T#-%}>Zfq=XAeEPBe#d*Mg!bLGQJ?!c>h6dZ^yr6)
z17Ly^bH4cJ2H+0x#1Dm@SN2*x6*fqIT2a3xH=*jA6kZRFws#c^kTDSV@n96k5|!72
zdRuIO1MD@*RkbEKjle>UDAVpM^#{4AT@)X+R`Fse7=(GwJ-^Yk9K;tom~iIB;-wW%
z?;nHzm<`sS{b~V6QvII5wt<>243$<l{>KUYtl2CExtWb79xyB8mBjf6qp~ISb8{O-
z3y4Zgjt@HBuh-UmX*h*dK&K8!0k8}Jgr|CI`n<Q%cau){9Z-3mUFYPdZ=0{qy%V<d
z(Xj5G?}4P#_R9fcgy^20Xvi}y2#0xGJMQ(JKI!q?KFRW_9Qx)>q6%S1ct}Hsmp}pI
z!*f({-F675_ILU_9wY(O0kBQdhG$Z5+nw_9CmQ>9;|K2Jm5CMYmJq9_j*x9&bp-Ep
z|LH{a7(s{+WShmGYJd?dqbfG?1Q?wp87CYx<Zv74b0;s)G?dR?*rx&X2<9O`>syQ5
zr<lRgbAOWb4xrM@HF%Wdkkj0I`CRIFNsh;ZMZJ1(<DV017M7GkI3or8GF&gz>FZPR
zPq~R4|G@$sJ>?U!9UV5c$rPx*49;G*3JT{wJhN6}>fj{2R4fR!A&HZ<YZHvK8oGCE
zD)<{CbqC2&8@EnSWxrcG5L+gcIan>X5#EPfuHjhG<FE_!iqaAh9rG;R_g9LwDj_F4
zAA<V(@*g>5-7k2TX&IAE6J4Oa6Dn8H@^U%OTg>H@fXAAt>&I3sCn;-zL`dSK_w<aU
zbGhLPHabJ9$HwSEx!37_Y{iV{l!ERSXR;oA$sng@jjz$bW(tZa*|R-*e^=^#c5+wN
zN0p?d^Folcx7A?2D31s^IVZ=uaF2O`)Q3HgTgv0nOry=e1Curzz^;9_UUF6v5S+Ts
zI>&?8igO6LimX|y6@}-FlJ@%pgG(bfM0Pcln$#oBn@`SMKgCt9cs1+1fQF{Uv*O!q
zpA%nxy{DJ554u(VdtHfD<bc^l<DUQ`W+Rt|S$s!ahUT7g6v?f}3d_v7xG55`&Lhhe
z<k<rJyMzE)`OubD>xd&%nKu97K#+E{`h&SiiCYSJT!^7qFhz>R63n$mg$BY|G(Pd1
z$KS1`b7R2NER;z$vPcL&O%&@@++oZi4}!|SOB=Asq;1k)?t-3T7TgQ#8pB^W!maZJ
zeeg7){{FuFUj5Jgb{>lDzUnz2&R<Rv(1YvfeE)zx|3!m%OOZ-v1>p2c6uzzGagO~^
z$>Sbmz-)$pcB{3V^@+M!DRr~tHywq*N4B^7#LEnB_5!gY=7JMZ83eUA`=E}zN1c;k
zue{od)$;p0^GknDK=$M13<mPo6y<mcOO2nR_B*{7|Ni>;Hsu7cxFp$VkYep03bPB#
z#rTohu<)^#jg0x+LZyA7f5rth%lxu&rd$6fJtFn#N4fV2`dDujrb3TvAjq<;w!U+!
zX1O~d4qo<QZe6*IR0u@s6+dbYtG(sC7KZXYi&);nC82$Ys(Ys^*E*F&CfBs<U+wii
zT8e^6zSC`G<=X1TS6&KqkX8zB>Quh8kwHV7{?7%IP{R2%aqDT;%DGEm0lUrqo(hV}
zvDn{qIArvKrVJtkWf4;`XUtD*!EEo;;!mGwn`(@Zb+CG-2IZZM{Tvlsb-bTkoNm0l
zxjtle69jQK&QMcU#+8A=H67&tln2pqEFlV>bsz3tWL+>Hmw!$2*a42Dd~1sljN9n~
z&0x*d?z@aon+~I}b+EI+W0l@s&D_HlA(~N`ClU-m%JY}w#KSx=8*dIO*@P^L+6I7d
zJF{KYlk`FN-UD?;m4sBxncVllTel^bphsafBD*YJ9pbK^y}%F=zjm|N8oyy(ba3_&
z$3>*r6XdHECp5_JM}KtHxnxk7m}$vKRN3hu8LHrW{WuK%aL$W}%j4o@cOE`7aX6lF
zEMe0FWvdg1&~h&m6Gd)#=23CqEmfkPEiJ<4=<W+AcR-;L6#Z1YP+@vYYS*5QU%F!`
zAh5Gn|5PUi*4c@cm)hcJ!!}?tJtivNvT}koggL%be|bGkp0=emoR$V6I;=|S7*90b
zC@CpKuMg@THu=M^aC9R}1?x++?M#1p^aVaA^tMrhIA3qH`jffT>*tqm=k2<6A|7JZ
z`#opLZim4D<tS3#IIY~lsXE6j$)k1FubySbQsSS0TpA{Cl$`nO#y&)|Ol~G$p?h}n
z9_SVY){K1`>rgPd+Pl+L$gBOrznOADf$1pKB>j3!9>J!#gRT0e%1+3{wrSED>CykU
z+J;c?&f=nxGKNZz8#V7P<VC-Xu|+JV@!Xc&wU3H`$Aiw-(XoFIy>#bN?BFjrfAk30
zd+HaD2hbo2|A{dOTK~ovbA1ma-c7!&>YEdj56f2>5E2}#Y((nghbX+p2)3|%oTck}
z%Yqn#d2&rz1gFmL^|>~W5k%{;Qfw~?-k}5KG3xi#e7D>#K9?vKw&QESOm~<Zzh@cK
zA+avyE2h2bR~3BJhQjh+7v61o-=`(2k*$3~?!*}yR?ni5iVGUq_rva!C*2G~5pk=e
zsNuD^TNQ9(^B*CMYZ?g_`Bs&{tn||F`h(WhA^hLS=M4ed%sAG|zrst2;+CxyVm*4e
z!mMha!fa7@&#cnXd`c`s#s0fHnQPedvpj{sASK}Ii;luR;>H+8L!Zfg>=Zw#0VOA~
zc<(i@6fBiYvVHfs?>j$<1M}{~Y~%(D_m*TxHqO5NQ;=Bom)+gLCSCALHun)zHD!Ua
zknLP9(3E8=6M2atoqPGB@aD~%_Snjs>v3taxDBlAC8_g)ep?VSaq5>dk--BXRS@ab
zhq}0!%DL)b_K$`NXShj(id}U9<KOohZEzdR$(e8Up^e_@6o3d0PQ62i>l?!}p3`&*
zIL*G{cN!2!OL=c>RNmpIx&Wtt3cjk?AumD%5brWQ51{d$HJQkp4<-}_#Dv#L)?u6D
z6|dQ-z?1aTglg{p#mWG(UcEvr>XrFe+)`6>-hcf0!I?c<%M<eaiBhBTE(7~y@gW7J
zvPP!nlB`~%2qAPz#C)P<h1=Z#x~(x&{F>nH$z<L5V54@;13t2;<hdj|`HptMhE?0Z
zaS}`N@hx_OmP6v|z_uf?gYebr-@rUnsnl8KBhf#H=dMj(+nC`NRT9ZR(Y1p;VP41R
zmt_&ER7*6P8!v*xXO<84E{lLoEPj`17;u43x0ap>wyd;wmstF&G#1Tki-;3<He)_|
zwZOPO=hI|#5bkRa$Jjvb;2H8pZU_kRLv1?`OR5Dpv=R((LAHaZ<jxdxVje^GmYZym
zb$ymfK@6C=ga<FhNf%$T48^EWL#}Nszxh)D>oOHNs^DGBe@@<LxXfs?(v}?Q^8G-h
z3G>OT%hfDWr#Utk)g%aW@z2mj75Im^{-%+ac4|<St|yjoxF*xU;n5u>03k)rkY_-`
zl#KV<KvwmRui4{;F-e=ld2H+7hpY_*Nbw;xeFKM+8BY8eFR)Vp-|n3D^!||{V$$FM
zLdoxw4n<VmT408Ejf%{^e+qsHy%A53b;sJ8G0{P72jt4XebeHzlb-8Ca-X~u#e%(0
zumqv+P)py)@+$$tRtRJP3xac@w@0wkU?|j{I@nN(dwKdR+u`8azywBP-|MmVi~QOz
zc3O*0yf!w<y60EB7bYAmvG^^k8sratD@F~$CPA+6lfA8h4yg5Rt$a$#&W^8@#Hso<
zcar7t+)}~)ysp|!ov%tOdX*<+x5o695i~R#WGlix*}`3?ZA+fWy78ni7QbTP@48es
z7Gx_S1oA3;&Yb2AuBDT^6ySgor6gMHx&6Ji{w9u_%rJ%}zw+A|&G7^)wH~=~oJy_b
zpN`p}U>2{n2A2^6Nvv@~t%SuD<g+jvRN`7i*5SMjVz1xAyOj6V%g_@`3tI(;(M!F(
zp1k@*v|Rn>dMz-$3yR7nQg8#kXX4-tQ2tCcOT}5Qwd(qhhu8!R2z8Y;3f{PNqzP{6
z<DrMGV%lVyYK|r>JkZ%HNB~RJ-Hfp&s}vCnYdLDnf~9g%$_HU6&p#vgsnCkKe{}5m
zK}PT$H~x|1K~Gh#y9MxgoFZ?wzNc=Mj`Mx6%-d3d&oJvo;)?-2O63?V+}BUUnvAVa
zOK=~{DpXonOIe%l%$@eW$5!RAwSgWh{AcVLG-cRzfeu$2$LsG+s1YB{btZYdP6F8+
zMf3V6y$i=4_V1yFOC9b31CLTxT+BB_aiuU%J*MR@0i?^^%%`F<P7D<e8Y=$s*o-$H
zYuI#oCjkSVgg?cw^}hsH{=<t6G)yA>?UZ!z`QTi?t3y!A{c?g}U=jeKm8Qg=($p9f
zIwV1L;Q4oft5-P3B!dd`X_s7R46nikin_sF(b7)5<>{pl#mo#RTuH+d>s#R*>Dqhe
z`3p;*WII*s!-P5uVqW*X&sO)Iui@J-JL7Qpi;Ggy<(9sw4l-wuB=lUf9By9Z-~^kr
zhdS03dlce93jXh+hIq(a#rLS-TJEd;h*0Nprrhv~O=hqSj%EI#c}IPrke$n#MJPQK
z^@H>cYfcbu=B`)MkG!p#$JMA-)UDqe=w8%em1HO$^B1GK!h26W?2;g%_^SA@;+<@-
zp15VSO>B#lbNSMXhD5~b)qHXG=z@X`Li@B=9HQKmpGLZ-xwtgWH3N;;$ir}T+%bJr
z;AQQ2m&3u`no+tEPKZlhi5)P;53i1i_RdJ&Z&B^e#Skw|E@JmpxNk{o+ULOcocz`;
z&#^qHlM>j^^oWA*emYAi+RzR1;wi{QtGnl#g5b7m(J?bTK{lZjO*kAa5xm+c8Kb8&
zG%R0P;F&Kzc|R!9RBR@*+Z{45Sg|mZ!YmKY_Lj#+y74FUt_b&{IKp;Mr`aUv3}rZb
zilatlm+qEh+;Dp7-NoVV&Kn5q%J3i3LME1+uNam-KFW?{obDKy)56B;TW>B14a@ez
z2MqM<t_>_Mit1QjnKu=%&9ob7FvFT`_Of$KPMFbF{dg3<HezvTwp*e<Sn=4Zd)%EX
zkp`(y8}GbCB%>$xJ&4A~YOH1veYv}*uEyAI-~w%DiC^MuHnzxN_=EQ0QR6f3q0mE&
z9ZTt*xZ&2~`IY`${`N=VD*uPDuK<gxi`pGKPz(^1QV~G}LApbw89)K)5a}AaQ>8nk
zV?;zmy1Qd&1f-h*h7gACxO*u5{{P<Rp2uexi8=eMc-LC*T4x`~bO>iNmG4h3?OT^B
zzWfLi>P7EtAW7sM1y)XDYsI^On(&V*6wgIG2IEyM?q`M7ZT=zqka=JIYv<19&Q;#@
z3AMe>7NrsYwGX)uo?q@rc^!o>?^vg{YjgS;*Wxo%&fR6ME~3nY_xA<BI&HZ%A}Zw2
zMTI%C(oa1Zz2Z7EwNuXiYF47!`_9!iVPUB6cwzbH_SWw|@^8_0g7cY$_AE(;$qR{L
zZNC_u0--!<rx*BzN1*7oIxVwi&%kB5ViTGc-;vVIYazaYW~FJe@a&=yTSE4^Ar8{=
zs6Q)T;mFcqxWv4`psiu*J~mVTgkt)L3^F?yE=ZwHn_7+!x#lmkB0_;;R$yW36s|?i
z9>|Vl_t|rY?XW}%azt#L*-jWj$rvi;M>=f$C=;YG>B_U(QBKN(7wTv`t_*>@#gC46
z#<)Rb!X4Ar;0Cu$t(I-ZA}x=}XScw3$YLEwX%4143>(q~oE>kJ?Uv}-Z4=@aVK<ld
zNjqikRXfL(!BdzL8aiSho!^kkpNbQ7${vHF`Ny;+gB7hKhg0ZAYql0o7>vh`zyX^S
zNemI_0X=!2tzIH5UX?BE8z-ycrJW%6q-$z1Vjk`at7}Vm3y)vcRx3GIp)*%&Zy<i@
zfuVde(-h0euRD)1fQICMjtb*OvB!090CcxlkEC?)#+&K;_sk`miW?pzbbOw@Xs$t{
zo@ZJH+B<ta-fSgc3Z$5g=z(%e>|E()zMJLtQuFDRVW#yMUK>fN#``(~dZJ4Z_+ok-
zag0x&m#rb_)vn5>Pc6zAP8mDz>#QrGyULkzW)TdhnC~p^t4R!r$)>ys7O0aD<;1gS
zbP9`Ln@qC0hwZT1b0N2c6w?u3F$-!pXr0&MW_Ca4gWYC-dR38>pdB$!8S;I-6lSG9
z3glKcXF&c9{u7~(Y0G{3+D9~;(n5qC;M=clHlJw;Z&=&bt@(Eypj!;dy>nfmG`)M8
zlMoxzE~eKy^X@rgRJCFY8mxcyEyc}lyO9N}beTQr<Q{iz?$fi!1k|uXY)iM&EkDJz
zxUNbPAR9nKc9khgwK&GEWeif<lZ>+90J9-~*8h=QAn>Mlu>PUDI_DnRs5PIhFlKN+
zcg@{078U#V!CpD9Za?}ZmCzyG{Sa)lsKe|YHF9P-Zrx_k@U~jABN@f1HT}X6Fn9R@
zRAw_@WA3N!ogK9N4dYH(=={#tkNNa>vt2~P3%fAvOG2{qD+TQg`6_nV+K%%!T?gq_
z;)YJS4z^RL^xx~$0MM`#K!6zu@JOTX#CE1tvEsMxK32B6YqQArLq(k!+MikY_g$Kw
z;#Jejr7%XDh10+O2Ah}b{+ml5%ISa4ZT;_-3Z~PocNAcKBz5)bmOvWuy(fn~zr!eA
zUw=Ta&B&Z<)wVfr76HUN{2WM&rOoD43m08MJND=ByI#Fc)okP%^JV5@)ojr39e<y*
z_W%B)1~8}aoQ3(~sUR_*7a$vScZV!hqgs5&08cPM;Vj<-#fxrm($?_mGj36+znh{Q
z&O&`lwC#LH!p!=T3RwI#ax>NnW5RCKuG!V%@jmrf9M?}_0@U(&uKc2;*eV3BkDCBz
z>sM9QBf1`K_G>)l)hR`AS19PNyVBZJ)$G$N)dgDtWA89}qX*ZSuV&v$OKkUaJc2mT
zppfT%(_Uas(U$^Mv9HMCiMj-Lfw3>8h_D5&G9BTX0w>E;O?Uvy4ANsE#2y!TCE$(m
zga#t)=Ytpb*vdhM)JoG^N)?oPgU`U>K@bNE6Hor@-r#yUVI8F+d-P828@VF;^`$+O
z)xnEXA)AWdMta<>X>svk25sq!!E8kD3a)pWInHcK%~-^e1#;#wjc2B&QgI6KaiVM(
zf(SQCR7xl+mjWhvL_L&>IL9kc-|<heiTCPJPWIds&wsw2-34wl+aR=1%rRb8tVqGt
z%Jb!W5wiIk;$8>|{<9gu)zejo3BPZysHxEaqc7QhZ>43KbSz*TddXzc8*J2FI6|`N
zbq2-AzQ0DYRk)Q5o_{1^6p5*7NlBc@f+$Eltv4%$NSrj<c2e#9dG>{B7L?`PcNp6K
zcuah_FUYxw?7rfUtbIaMVs7*mnFV;j4RT%*0$2XGh#SLp_V1G%0#9ZE26^tBnop^$
zP|&wY$3&O`xMc^78Nmg5&LvxBs}4_al~MnOjT>mlA?$_`e8b4O?%6IxZIMNyCh<jx
zVIxxM^9CDz+fr`v{yDd{2M*~?D`t$O2TO1DcM1<`;(=r>BqWiKZY((L>5%zz-d*bL
z=JNClLAFi&s8UbFd*=D_ahyp*R_T=h@A!;wPunw1?GLu(1y6(7HMd;H(!*St5m?<5
zq8wII(yOVh4%>-=1`f~1mr5Ia6}8E^WGG(MNr)!74+oZpPz-GQYPZ=8Hv<!E`kJBB
z;L~HW*ujMYn$;CNh3ScK;CGQ=Jk^ltV@Vx<o{v1_E))Rf*c2Pw>=HN2Rl%|+<MsHt
z;?{#(&CO5!LMG}EBz<<faY7_^)~cpzWQGa&>j)_cf#u)9w|I&YEjp0<D;v^AN|M2Y
z1v*PUNV}&zH2-Ly_rCD^KiMU)i6(s|4cc_|N9iVKcvU7W(wg;^AfL$7+d50?LKJt}
z{HwB1g4A}7b1n!|wjczRr{4{J&TV5d3C`O~_0@r#MJ(-0?WLg6N%npt&C&kj`X77p
zpi7QKOBMc#6r6tePNCBU=JJ39dn1>__<knN&X4vdyW?Vqhsi<7DG6_*9d;O)Cx$jR
zV`p7OL;2Mv=~CN9)_Z*>>bTPH4+TTEdaD_zxVW<)?QIUc9WG5In0$0Yz_e#RwM{ig
z!^jjF^n_ZuY-4R4eA&;=Yh2p8^zHuXzFN<{$?C3Q%={_N;hdLjzSV%tz_2i3jwF|#
zK0=K@-V%umSxy`#$Tcmg;=KO6fD<M7tLjsH#^R`lNB3J2`2Gw)h|~jkDTlAgvr_c#
zK8J?M$j^eeU8N4iMzlq#-2}RI$ObZxln<)cu0f~7G{^$xeG(r&xO+L6PY=~n!>dAe
z`C1ORi75#GWwqyg?0HzTH}&(NdpF3h{L#4SpCFf&*p;dR+fe>l|0>ICr!^SAP3=yD
z0(LSikXpup$N7zW8=D4~JI&Hh#kEo=hWYm4Few@lO%`Wr{FcIwGU;?0`#F5cOtAn;
z8wneqx<q8%{LHioy_+<3=3?q8kYQXu|H3U~Pz;`3%pE53U?ZjNLEUr?G+RXz=bLeP
z9(@(m78|(1W2<!=>&m7X0R(oD8#P8r5VlrD)q$06eaXKx&67YIS(jx<GO$DLLX9t`
zG;RIewW(9D-e$9Gb<qJmN{1U8JI?Ay*x466HxsR4Q-&e>PmhXJ{+a^5;H9yW%?lVn
zr0&q%=XeTv=dj4;PlbQ2p}&-3es~3&#QhZxy^I$_FbNjJnQw%g>vl~ApSH|7OxH<-
z?fgqV2_Dq(O&3sUE@$PLN;(S4kQ;TIE!eVC7@iL`IZdlDC#}eR0nXQieY<VPu_my9
zI$hPdblM!-QTz-<F12Z2z8T&L$spN`Mu=?fWtnnF!UVgMRhP^5GYrP-yq+P3&HP18
zz3j+cQhFs#+FSzWyT><p(#LrHN-6s6Oow+eH`WyUk_y_1v=d(;mTXzGHuwG`Z7hKr
zYtd-@P-RB;b9k<BDF`Huc0c-}bChqJjS^PWJ^846Gm||fiJW;+<S-%$lV~3je?PHn
zNwyaEis2(Kgj-(-2Z5goAhn9r`+W&laN5-^1!XJ;Y6AL*DFYQY|1;R_-1OkR5<}Ql
z?F+|Sw`6PQP?PeGv711jqub+cx{!iCaG45TH5#RhUaM79!<Fjk960PnChC2bJsXps
zv9wCxi^jLpFTCSUb&GcA2`1TZ=CHozDmKkZ$fAYlB(~Df99%OO&*B_mJ5?umGb(bE
zF74J?fkElr=(7-Ghb0svWYECA6)AJsO=F&uVxAL4%!%zzuECix*}Ef|^o}I#s;LNU
zS}sx!y#chfGGjUMhbw5E#O9K}V|j}C@Oj@tV#?xY`cxE?dD>^|4RJVO|5K|4aUOSj
z&X==#yiM*Jj^1YHCOJ@AW;kjvb;phveJvaGOSz=FT2`jO=11sH&K?Sd$kRY2Yz^}9
z$`5R=yK507lv1Ed@7t-CM?`oLrb1O33(jb;8<C(ap?B|j(l{Rcdx>&Xd_MZ4^5YpR
zv4X~K-r;*Tg^fCa|JCN`y@ZY|N!=4|c6JgsU05lQ3^Fq}h#Jkb&F~p&LuXK<GN^@z
zrAXpUa9FgK$@QAW`1}RWXbeMbq2KVz{!?J2klaEt1whN_n1)~_<T2cPF#G)yly3}v
zBput0riwO72xQKeC-Kav7SfDF?yC^AdxciCt^5x$=Xw#jIrW{1&w~Y-(yZ7ID0-;!
z7zv&sv8RBOZcUt<3BFPC3GuF;&o|pdot%Yhh%PuRq*XW+#qqD>IO}_Om|PIwxlobq
zNcn3n>;im}v)sc&n{H=ig_=hnqv{OXuq|}_F57j;+^061cP-~%Wm(1sTgC$K6@0`t
z`PF>X&2PPoV<wZ8YsjQz7=5^exyC*_vU#p$Y?3`k9D3NK#-x>hb=}f8gt@p3>^;{_
zr8?q&CI1ea@1$Xpk!H^=Ur3Cz!nOHzW3B5P4pXSNsmO(m-s=yVF5vKmUY#;2F5KK}
z(`RLT^SzW7wFkF8Qf`Y$_xS)_7V~Cwq_BVB^!UbU5eUv??0xHGBlZfz!2Y0+{veg@
zl#R~_%g!2~$1E`FV&ET8D@FuA&P$map_w~d#G#W!p$Rue)?%0MdbU8VqCH5mIkK__
z$laP3gc@2j|B(E10iyyBPbZ?HaXlM~HiFF2kI|!<BOCxE>1Nvb{BSynZy2mtGb+>(
zHzy8#UTL`0L2(}-ZDqg}VhUv4U@IS_@DUX<EzvBfE#HUZpAUx=bbH)ADgN8YZ+^~Q
ziOyMxwpwH*Xh`antPPdwXZfIB%Z*K}-D5YTIaq0LtIW3JpRk7*u8bcsdRg}j2nAMr
zW@3HS9Dvt@g8zQH96RX=SzEEZX-_`h1Z%Qgynvodz68*yHdGy5jCjnpUM6k%O3-fP
ze8BwFAvXT{1A^1azC=m7L;}TlogohE_v{6`T!ve`3qt=(`uu+{phs3uR7OwKb|xD*
z$Uy20rQhVoD_5u<vk4;du8<^$fR3eOmshkN|MsFXn$kZo+>_7@HW=Q=+)2_YFE5B-
zlaDZ@%+2)~`WJwsJx_OWGiKoXnzc|$He}bpVf|+VIxY7!e9?r6#qV5w5Fr;y@6?hp
z5J0#@F(s;9up=G>8N@psTd#PInKym&m{2yc0xb9+@mD;1c{;3C;BfYZ{D4)$eDQE4
zQb*$@h#iSa0e>8<I@C>Ui_{yG(H3DCsI!>-!xOrG-|mt>H~h-I&Mo9G;C=K9Na!%s
ziYWck$EJdRSD!J3heuboDyj8`_Bu8HgHia7g5$7B$ifH;bp_Hb{9shJ+{u?bONmKz
zd0z|_HAZ@{ccY@Enx|)o+kW9(!A&@tb+!|~Bt2brveyo_DrXLYStEbLFbDPnZ#&5&
zZ((GQ71%n|mSMz?c3+~FOpX~kq?=!#;R@?*#ohfA`vMnUk*mSxXC~_S7;L`<so>w6
zP2Wp%L|Zu-c7b6?>R)pswu(l3qfyD=Ap(Oc^P$lqZ=QnaQtL}Ngh@qytJ!oFmzD?_
zXcfhSfMS|ehnR^@`Q!H)4D7)EJxkZtdKLMJQ$ip&0)M0wZzL3NXxb<bpouXtl5l>{
zbIk!bq=Bxr@Ata=C{q##GOq1<yI#8oPpD#oO*w#pvQtpytCMs4^<)op$h4jh<Q}14
z_(yvXrQ5e2f&V)*TsXT+k72Qm4bOkf%0r6`SZU5sp;YHs5o+qS*NL0>lMI?D=cCq4
z-#jgxD_t;MP$SukjjqB;TCCx)UfqKBvc`^w4>9{^GjtLo<|=>v_cYK4hX7#wy}f=#
z)(vx=N`j%9-*L5;hjB<AC#l4E5w<K%d_#-_43trC2T@;#EKxc@<N_P|z;$CSDK%-v
zZ;Dm_BjQi12_#}5kTkOveaifR<tsWLT6jfLWJ?-p;ONhM%qia8yG<$Y`FV9bdAMD@
zn2BpBbG*(sBq&<4@_fLZff`r$$wO~C$JTXjCLV4JQbs<piEuMyoev?)_v|b`KQnS?
zXhK+~9r&!1qx)E1Qn?Ba{P7>&9zF%9!UD&$vB*xf$ZmwgnrL-W+JJ%5gdUcIWr{s$
zF`%4|n=od4h2?porD!YCKLLR;{12l`xQIV|gW*H5u?qzu4E}rjnuGu7AJTL7NHJ2m
z16+@9j~$<gec*C^<4EAL6-fRNbd>;qq-es0{qHC~y^{z$xOjM;8WZBs4V0XLS0%tN
z!P{JXfPtB-G@^@wNzAfLi?z6d!%P=!pXdAs=iaFuVNmqX;pwLY*VAkXF;@)3YNB6K
zA*Y>VfNzwQsc`ubHu1Bq$4XN+P~s<y#}e}4P2z5RlTlyVf%oW4fLjO9qi=$4C!M5%
zP!$<RS+5$r(tjmL<8z`a-`KD16-TOqB#M61cr4lBoetFSCr4~hr`QAuUDd&4fuB0)
zEqTgq--?$$by$@`Pt)CwiCqY{L<+FjMn|p|M99}I{3EzyLo3osP84!EnzV&E8}oG!
z;eRWp1p(#LK6HAz&bQWq?b3p6yK;JOhjGRs;5|k)yqalvg&s9|WX!omU#woHwJZr6
za0!SgNg4FJ^01Sw0j*l~cQ<4p9nz!Fkf@h$CqiC@@py1h_XzOH?E8H#e>9it)Usll
zsKkj);4RV8BO)xmG}EvK)5e&>3svzkPigCMVort7EB6>|a9F1-2O;z<#JpNVYwvXK
zSz$iv_>jXn3jg9=2CKNfbcgpiLR!rjTa079qt-CO4ug)$-MtjBV4Ivdo!ZuB0!@*p
zvAyIU^jS!()>p<-P()i(GhYl6(JCBa$S^}kpt}06$fyJk5qwm7O+c_OdP}ooVv0}-
zrRQ!GyH(PsPm#`p9-P?f>ydz!nJjFahj2zEZ%4yRrgC~l%}5}|bG5g#RP5i{F1<xh
zXLiO$Ea)_4ZhXt)7-}C5mZBkvDVCXi%eMA&b;%BRAuB1BnaJR@fIqo&a|FbcAsYm$
z0!`Z+_EP?z(Ed~GRw3yO+)n-5HY2C=Memev9>O5&+u|Wv#@nn+)JtAsG-j}6rZ)DA
z5T#P9;jQ)%$5uEVTWc9Pd<6n&en=E(fwGxtT>(+Z_#OFU83VRjt|Z|5K<Oc#YbL9#
zM2B9Y+hnu++IIODhxOp)@Lwj(ux7)ie$yUI2}QfLCt7d@GWRD($hgFExG>p1#>Vf|
z%DRb9d{cp|7AFqln;8OiFUI8`0xXrgdEl0^OHAn`*sWdu$HAeNJ9d0p+*~?gLfkf5
z9&LG;dT*P0Nwk=Yr0YLxI`0qs6J*}=$Novt^J)x0fishpjI?!oZvg8l`#H#bY6t7M
z{>s$vIgKK_HOUR>Vz3}-VcHSDtRs3r;KT}QZ4g0~P;iP!X2Zq>SnQ=uB*beiDYzol
zL%gRVwH(?x;BaL49!MM=*TaT;5MbA<c(&HaUvy|UznPMh-85WZT9Ep~n7*IR$va26
z9eXW-F96sIS2zoYgFd}D8!(LtnvZypg0j{fYMvVy`KKhwy_BJTIOH@+%w@?zPL!iP
zUMHffHw1Oe2?LoUlb$I7(+qM06m)KnK(I)RN5tRlh&g}dox>{0W~=hbRjjt+^%S$p
z4M9QFW&9JNSBUW+TWP9{M7z#nRa?|`De^>v7%SNN?gZOcd`JOz33n69fd;dNLEgBG
z6pl7gtJn=tMSnv6%A6LrO~FkVFOyG)rVVs_DaZJH;xkkOMMp5eNrZ33n`WI!G!epg
zpg1dUaBbexg6E)<I0G7dW=z*#n}XC<Oo($%A-#tUZIg{USrnxE)`2Ky1lt+J1Fl+R
z92OU<WOE`*t<hlO<>*;Ra<)g?J8tmn1qr)^TJP0hvWGUY$Euam3oKv=85BL<i8Mp5
ziQ8cy^o!BDoc&W&qSJy+VMxRMOTJqiFi1oU_5;LR+~RE*q+n~x_cs0-SF5SY`BT~`
z19ptujai&1E$VBxunr5)a}Z}N!b|o+Ac>bzXNOTk1^t8RzD2IN8tsuro3=v}qfz5>
z@1MdL5%MhNgIw68X2p`!06oqXoUQRXL7vg?q(^c4XXWTP*aB1K^UI90kU9T0QwSsj
z@2iRY#(kj;OqxE_x{8Z18I+@pK&;1J!9u+F#vrRwK-5wc?LQLC?bya)drc5J7#`(G
z$WWMM!LUV_4;;Uz%7D?j&m&+H)3G@`M(sn9N{I)#m?4G=izWSoee|r=!H#OM#@7(x
z;4@7Izs4=*<x#D+r46WCt&oZ?yFEptxfm-)#$3z3wyo?~q=g@b#?QcW`{en{qzww?
z%t#pDH<{Kcp1Y$+uqs=MY+5oRa`)R(rkt<y-6EEs!QjC(3JtBbo#R?0CT?@{2u5kO
z!SQ%wtxnG*bVA8GGi?|iWBzt=`M%vY+7TryTY4Q*@v(G2HGi%9Mp@ykAz1t%=cR;0
zVE&FFL=sD9hg4M9tvGAx^7YHK28I0>3gg#|HM)xb-T{<hKQfgrfcd}iQ+S)g8s4Em
z<Wv>q<rU?HgHSwb`2--J(<EY9XrjCWU6muaKVT}dBUxIsn5rrS@_<aHo{>lbQ7FRK
z28RXIct{AnQJUvtyi&8nPda=NJ<8Qbr9V~bbSWNwYt+)CPIKtM$NYc+a3T5XFA;qO
znT)r1L$L%+;-U+et0r~2CmH8Dsy9mG5wERny^yRhsCHsEAPYoLq5tMaVSJ~B0005+
z*K**VYTb=kP>2yVCgF<x(m{(Re2hM)m<7lzjmq;N5@T4FA;0KExQGPL8mNT{$<3iC
z4Z{&S)qK;A^@SzdVPy%_H{XhXb4h3KBOto+sZ!{}7bi^8jXBz?&@7!;X2n@5dqEp(
z?wX+TmZoW>oG(VeAo7%vi1o57j|Ng}(M~GWABgNEvNk44Hq_B`2s)63M<V~2PqV7r
z5X38YI{Gy5I_mc5$n;+(cS(_wlr64+@x>pOn^Q@1>e;9^Kob<GY=S9iNWmC0Ll!eb
zM^ic=9SxYEgK{*HKiXqGNc_(V;k^2(qFlFtlFe+H5N@z*RA=NSW`RlY`4=k7N0hLI
z4TOw0xEc}n2%<ko0K7{~^KXgeK@*)UqC)IAGP@|0#tV@d$DyDCPqXKO+Z!j4E3IcB
zY4{jyfjocwf1xG`aqu>vm*q2CY!D33lwxIGwN`H=xT8Vp8JBT|2#}Z1g$Y0v%EzLK
z(vlkPnpir}i$~kr51+DH&QX5Hl1|kEfNQ)khj`N{{{ai~u5^hFkO$7%xBo*_GLryE
zvs?HkxMSUcsf#62HvSh~>BiAcM?qD7!dPm9EFfx*nPxpqOwFWjY3wk59$&opG4i|w
zQJ<RGsm6L(I<*PhqNjA<z7+(yce=ZdfCr(>e>7K#Uz*NCEm7+`RiJUUUc|(<L%lfn
zkOFy5_x*(53IVz6AweO@u0NdIoX0U^A}FJ!copdUK=Dt>jAz*2TeFQjkJu2_xUL1t
zz{{#zbAA*y%Bw_>cU+5ySDrA?T;Ja;L|Z<^HJLdS9lIdcA13uQe0piR7qAUsdhSiV
zd%M^orr07u6I_#Y1U&ax{6Lh0bkqch0ETOAK#wzX=_~3)&8LYZ#qXcQps1j75UT<a
z6%ducyee|>JsWJt?##H#f-t3GMQ)x02t>r0Z>6+}f6`<Pbj^J~<^b(d+!un|j}mjb
zRgs%V`x0hv&48yIN81<x=K1CsOo?}RR8Swm7e!7#7e8qwl^xeVXY$1X3bhgMw`m1c
z47OOkHK48%J`(cceNW`@>)9#Aa3@8?Y<B+NN(GO(6Z7Gi)o?(Zi540HgSLsb=wYzY
zMd}@VOtE<J_i<Uq$3+uP|9lz!Oz&~Z4>8``+9RKBny<HA<j3$S<a!_~0xqjS<0GPD
z9}qsYxr*K+2PJN=aCG~3j(Fy%2n?*En(aa?Um-AQ`J?uKD?zGPM@fQ<OmgDR27~On
zElO<kJv%-mh3C*!oUw!q8$=9+k5$KL5)Z<_Uxp>x^u<pSYW0m34(cX0YSH^;a~So(
zBNkY1aRG(|!_LWyd;|QKD2Gu8snjX$RAG3WoVX~Y#_Nz7Yo><{+9R7iCQHm9&TAEi
zP2P+Lf#E53w89%IfcCQ+0?ZEZm5{4Aa~F~%8T|!&p8U{fny_E~u-b450P%A&Oa))u
z3CKz9?v-M47bvRPrfDUnShDm|8H0K)#{G|vL5<_IP$z%KONsP7CzYhyOMJ-SwL?dN
z^vFFY(?_xCqS!!b!$|*7J;9oYJ=9yW&q0YMa>ft2=4f=!>N#9Rwsl`!_aM`1ae5;v
z!-NXB>72N2GqHp%=hX*8YrMt_hS7H((H|8bm@|)(9h(wk6j$y0!zB1{LEfV)4UI6-
zK12B%Wz!B0YZZLHun8T%Az^<_7IPv%KC|E-lFz1p92$-(vXN#e@LpCbs{BWqc@%)`
zro65E59b2Ad}6eiQuu@l4fy;oPic0@r^twakhqZfEHQ`n?f<4JBMRu|>U{f%aomoo
z`>ZSuNmH|X#ixvKLEdpH^*Y%K*Y_eOupb^NQGi%34f|$C3)p$UdUzR<KMox#Xdh<5
zxsRAj_-Otv>VfGgbvfhSk$4|eUzNY0)8S@`98-yj9N*2RGXKL{$`Kr2)2iL83upI_
z%6o7!7WoHH^mo#79D0Bc`W~_>fT2SqR2`C&>BX3|HJwWPAT#Hn7sI<~Xf9)T9e+Rx
zGXpN&9*Tl4f>5@IA9!LP&U5~UIDT{~5aZG<d*F1ZBqnHSh+e>9l@TGgrk=llDPX<q
zHw+N}D+IpHv40!@{Zg~D{W~-z1&~$wL&%gJmBKirHP?UiBmUyp>8_s?4DVtR@-!0i
zzJ+lE2g)3xuf({SCJQX(^8^ub)LqH0ModXR`yqPv!|GTuU^*XVM$GsPESMuwQkwJF
z!WyE4{gYDvA(01<)h>P)TOfJ(I33F%0;Cv9<#ViEJBG{jOJoftAFq?Fy#Bx&M52xl
zh9o!KF%7ev6J`uFa?WdNE^B$I*ZC6qlL}gK6+cT@A@^9_`lny^PV5-{D@{0^e2>%Y
zf0@mAWIZLm*t8s_NG%r&2952sN|invSe5oDW60}~;Oqmrekag^*tRFvfELH8TMoGR
zNsS?E{>v@*Ts|x!kJSQ^ZOQVBFSFTmy!GW|79cHMHgR0QOeqqZ7!gb|(87;)bc}Cb
zVr<-S8h3Ee)7LAC59tf-kjKQqY{QTBgMK#X{}5x;L`QY%qk}D{rSdtaEmfzlu*CFq
zhrRqY|KWX$q0(T5wY;MhI7iV2289R-(>io>fCdqOd>Jp`q70LnN}mCPUa4OAgg6va
zzrDRNA${YUzvC=`#@itwLv#;y*eNuJ3g}`&EX<=BdcNiTlNB0YIdWIOlI4hK?(K|k
zFrzO@+;OjemCrsqHqh`p|8i$y&7jZLe*x!Z=ny1JlJUiaae)hAxK#1uQ#zV=(fUw-
zW*l1M$O&^qDyDi~{#S#%N9QEp?HJjP-p^KoO2DPp`ja^twUEif$6LBMYiHgH$aRqI
zFPkIgWcRyruZbUrwSNZ&(UrIq@c6GTrL0Ns#DW3`5Y>d8Y&e`#md${sb^$f}6_V`#
zvS_1q$0-Y0#5JlY&*V4g+2WBsKm;Gt<<6Q})C>vFgF!_K7*8g^35QBOEdb4fgpXGq
zP~}Nuh`iLguU0(e?e%{$r32#27t6Q{DXHv;jxtohuAb2#%lq3~&Coi6E9h4K!8-n$
zV)>fH8kVY^W|!izXpLhYOJ?1soT-%sxx2Wc_}1rwc3%<-b)h3oc41Hc#!fiaWK6^Y
zpv7iVQsR-(p8PBfO}$(vrb#7u=-<)fZTo+u9QNi8x_;(ovWI>a*{l0$mC0DXL|6{?
zD{d*zJuH1Nf5jpTwliCBm{|awaFbswaY%zf9sCKRg1Nk6mCS^(cmI<N{X)n-r8#No
zkF1M_(9?nh(QvX^z1#_~V54|j*%BLTSmk@`Kl4A_+2q-eH=0f7EYChZm$RbFA-b{F
z3f@=FE}yaM<8&&X(z4lH3_UnF<S;>oF3x;5YuW1CE-`wv-2_@MmpS>_JE#;TZi{hV
zik{*aOlGsq#pX&OIp#^UH@%CYWkB|HM4QH`!^oY@dp^ZY4xV$)U00iV*QHqDWiQ8m
zL^VPnqDR61L|omStP4#OnhsMd!#yl|7;c3o0`L!Rej#6@$76r%Q3G@}C1UW+k`70s
zzleVO4tzX1CVX|eOdB}zzua8@k^i22Z~^hSu>8_D44*AU!Z8mJ6Ewns5!vg#7qYrN
zkt><rm?VqQCoz}6SI}0SFX$uzeu=yY+T=K#TFV_;T7QGx;PaC}di3$xRk!4=R09^u
zKn{t$El7uy9+c}1HXBXDC+~Lugb`5xGd2kl5eX6y+6X@&8^VH3)M0j@t;0?WQkC8P
z$Ac&990i-y|Gl{e0<p#;JR`rwA-V6D(&pHA%7_97XC&tJ1LA)?SP^~E;Yj>ei#qZE
zHc=Xyc`cZJXk!uRNK;T1Khqpqdu{!f7nM766hMzp>in2JQj4{%wq+YSSU{n@Y)!=1
zZzq{uc1VXd4>$6&@$87A=Wvd=Y0%Bbe!wuG)uGN<_Sc`%t{uW<hJao!O9-^gM6+$l
zwzO|0w?9e>MO%b_e5Q&E{~<h?P2#z5SVHG9tVX*Erq(;s!pI8fjQT+(tN^71TeZf0
z1>`Sd3FMz~b`9+$>xs5EnqB&~RM@xH2ly(?A;)=mMWYv^e6dknR{dL@9}!J_AxA%i
zIA6FTs4--tQnXTnsi*;m@&DyC3*yvOWMCVtux4~U;5An;qaj;cZwcNJH@kUezd%m(
z%g-Hsx*W-V3l(^4{L1%Sb?5tkvP;;R|G{QL&CDD58QL@7M_ut>k7Z*i9M%P7;R?a(
zBraT}Hqmr=@1V83I}2LRicM@*4Ct$<Bl^nplyUApvT9@3x;LY&H;E)DqkS$?^wg0j
z-fO++mMF%~IY0PEx@Lu(%vMaI1UkXGvsb#H9=o$)n_hC7^rm@mB>l3TG#l<=o&z~@
zdyTJF2a?s9I#NG!trqQ|;-|i@NYl90r)sNuACR9Qxzs<4nCC#e(Af7oWH&2<pyDq$
z4I9V)6!tZ^BlWd<#O>^dU26MueO4BR^y!g*=IrL@zM>JNZAW0LBzx#D6?fREia6$W
zZO)9B^oWztvX62+(_8f-Z|k2UT{y@=oM`Kg$77A!+Z}tCvP#nCEw#RLfF5ANgn&Qj
z1DM>jiD5h@K_{%03H`!<(DC4~6tx2qmN@2IT5|SBo^-P?CiIGgHv#SPpgh143-+TV
z)i~xTIl(fH7)7V()0!?kjlOd>HgDn1^;nAq_K}leuXmm=)#R;W!xlKvz@0B4UZ{^H
zZP~sPbuC4%eZ^q#3jnUq;o^#|oe~L&@I#l5_|@)9m~W+NSU5L;Gw0~IcPZISg_nh!
zg{^Qg=K(q;J&|p0ke{4drOQG2H)*Wkaedc);Q$W@T((?b=Xa)I@|EEOgPXPrLMQxW
z!G&Ey&~=go)F)=7$dQPl2!n`X?x6Dcf3Ti~${Qx#C9)B_tF}){TnH-+nK-ToRxH?O
z2R}lz+TFMDKh#J?(NVaSd1v`?%;L&Y-A?$Re@{+rlOx=F@Ze7_euUoX8WQT%;Gh!E
z>;mobjfv0R<hD5oL>}OQ^nQbK+}pU3KS^mdcJYaDW{vq^_(%woBYe3S7z<3+3lL})
zgS=re_N@LUB`o)rT6Vb7Y-wfHhOc;M+o?|2T|3lx#*-uKIIBb^!a3j1@A7Gd6&P3c
zAN5$2U8yX7U-i%7lTp=*NN>QnIX%D-<eY#Y$CT?$>kVsO&)Cc+U7OldnsmD{OpT!b
zSbej(APcM+D&dgR!Pel*Z?XdwFh^amKwkNnD0YV^J;t)-kAC!8X?j1Y%1%j7^o9eO
z!V&V$c^!tu0@8*FLctfq6HA(DF<d<U{Fm&t=T}P5PTdYl>!s{y3$0`G2At_lK$#EO
zbu4g!n9ch9Attg6GT`9cFi0xk!QsVgu{a{^V)Fha?6jIEG$*ZwD8p?i%aH<pICBvt
z6DZlx?k-lwXnW4K!lp=;{;0iS{H^^&2mgkimB?`Ghz<2ys3Si~V`wr->r~yqG|rT6
zpi5RBmF{m3w5<|^`Cc_@WURC(@&~*3QrXU>8euw;8Mo7&<_t^M&T*eRa>_K<>MYRC
zt?^B8*eD=F42Lydu<AgTfiiwJN49jJNi<5=4@||8vwt_!s#1rMniHkFKS~~+_g%Zh
zV=tS2uzw$XY)`9UxaDSd`fiZpR&sjkQRfpfy1vQml#1!`8}oNl_5;f4=;-;SCD5%U
zfSE_jBLI^rCIH)cBkxMC%~s_*KD?tSUK_enS-xDx92)LNxIzxg=_rg>PcXyeA9C-P
z?2c<qW3^*65hfpbow`2tTm9toom~MRdpetT%*RS|Vn3kbPx`}c8I6g=krr$%MPSU(
zX5lHWC9;kKARxP)DOWIf9K~_w=W(QcN!eR8!=E>ozW=>{M4uKnG}lg|zw~$>Ed>`;
z=9t{~0vo8$sSD>OzcNnKVw%YF^`}Ehgoqc&b>bBZDhk6kFrp#hFnAes&}b4Ze^eUn
zQJ6X|CuVUUyxl6_+R$_uOHZ+t)u&pDL8satPYknQ9|l(AS5WZ}pIiMeYp2JQ?3b7Y
zqqJ4aW$c2DPdZ%A7O0J;#(AMaV)=B(hMn!|W$8g3KSLZ|nZaKsoHLn23cLF#CZhVx
z4Kh24Ry&^c6F6yYY@8Rt@J|CwI3(49faa|ly}z3!aIkS-I4ByvUnp>}X*IDkry7Pv
zI|!Dg?*(btd{6FC*xMP2vE{sXFV<?|sj9a9evZXg!6QW&9qH$~u>$Y(ojWR1gA@9(
z7Dv7gegPKP;*-+iv%0JgGBHJ8kcol063T|mjX`xVSFkpVscr#DAT0uZ9B(3j)NQa~
zftkk(nneTln{x{~V7h+){so_4frD|l{wnQ$VTvp_#X<T3VtFq{HSlAc_O?p0u>u*Z
z3I}@dZCNWP;%Hs0_y1EhLY!*>n4FqRy8hQnK;QqVbE)OR42FO$n4nl;iCqCJi`pI4
zaKK)~Egm*%!W&|gBv9hwZ>jIJI@q8-IVDu`?1rX{?2BzVt_>_7*d2WMEW*<{udJ=j
z?~3nx-4o~7;qZ<$*%Zyfv_y|{C!z{$A9Qr2DgDDUu`;S5KRin;z~tBz<bXR9vML=>
z#FWPaf!P~E{dN<eJl@OdK>jij1Y}Xml+s9D<_6R5zSGY!rybSC1N1J}*8YOiX0u{>
zOZf3gjOmV)@=Q9plx@wL{v{_`iGHiD-KOgF0X)XfHvgp*?||Bh5YsTh|0W{rS4ta#
zg>y#Zh2HV_BY9m8rVW5>DitVB8bj~(5bVbv2=E+$n+TKRdRD7jQ0bO%Ea`)NtG3gw
zB*@#)(?nyWhu2&&dDNQD|7GCJ$|kl{VwR1fXuHL7+Ahis5NQ%gNC;B}$zU%mvLJJ!
z4nP%{S8iZq&zt<bp3px=Z|TJ3_G*5A=Kc(P7HsImy&=1Hqipy3^=BhLtt_fEc&+=9
zeV!gFIJeu1y5}rf?S}t=1{datKI*p&(xdp@!mi)cRu_1AGN}eJe#G}aE7nQgc3%^W
z+4aO+AvUxsQg2tL4ete+8v--nTG3g)v#C1k&p<olRIp)|JlvS{Kf8<0x`zUX(74K-
zxG3b^%YW3&7zF08FM+|dc?TTkP;YX3K;Smw%<T=o%-`SI-hZij@cn_zQ9vpnI?8TC
z*=V`Rpr_@5+*!DU3{0@`lmtdd5n(1(8MhJTkF*b#7>rN{jV0j0OPQCm+ebAYy&Qja
zc=66%N6{bVtg(E(OV21)jxfpxr>z)>NZhWp4|VIsi4q`6nSj6g9SWRPN{U3#X_ZH~
z?IxYf**6YohVmayS$l=rBgnI4Wh-1=<p)Da2<@0CE}nZdu~w-)bJ6Rz*=>&kj#kSG
zpJesRo)yEKzo&%*y(^SnzK^L&A8*yMlzq(~-k!oR+f+;2`NQ3cJfjT9ZB04BJ+PZR
z=rphJJdFK}M(sb7=Q&{7%l_@)fb{3-uFoogyAw{Ps%|~rTb5N-Tszuwq+))_@SpiF
z%t<Q<vQ+j5w{EF3(u}C?v1sn)rZ;S)ABf4rcYaQ6hz4OhZKer0EgQ2D9<>!KQjgk4
zn7=(b^y?2c4&nrOc5#y4Fkl7#uvgt8%-Y|kt>0Kt4O>fq2k-8B9q%t7<L&h7Z+8;&
z=lb>Avm>t;;SOKg;d`DbsXi&RdrXu!l};HX$|GwzJ{QO+((<yF_r^!$*JzHu=ge@F
zz3QjQ*hzuJ<R=(gR*)bcVclTUR-Rj9N3JBMww1No{4*{z^%l5a$Y$$CtG#`<8F>r$
zK?;Z)5{l*1+-V^n;ty7w>?HQ!Om}=qB<2U9{A5i;f{$Lfew>oU+9TwC{5~#zE~p{H
zp4&`~mFP8VP5Of)t1#Ln#OU;$uh>N&l{aHHb1N8xRo5>4JGCmK&PtS|f))vSYH3zm
z95JFhHp&lYC<L=0HvS0EfYxuy`aB@4!vTL?+RmlmxH|E=dQ2$j_dNFRh1JKx@qzIQ
zsb=QN*<E1!WtASnA43aG+VTW!eq_YN5^3_G6RZf;$1IVbaXruDUWL`8H$b1M0nMO#
z?o9dn_Af8vuJe<Ah|i$M!+M%A#?rIxAo936i&{SujmbwqL9O*aCH-K{R<Jrwy(+^}
z!tc@BWJ6)e>^`Y<p5I@1q~mozX6fZVLYVy4-RPRZhFVVxXsp@FR*%)!sHg5r<1%xv
zZ&CXSv?l5AUx(i|VR)O)_($YLYD~k;rL1mpRwb8K&{$GxkKu*JeNk=TlM6KFjhgwv
z9DM7-C&yaS7q!TTt{({nd1z%*74(}-zF8)w!?eEys=se&uYZ#}+->|^vb6neeEZut
zIi9Ojim9=-Tr2Rf%6I0ta(+Z8K5Dit_>J<B-9HHAL;k8WweMd%9#`Y9BJ>jY1g`n2
zyBKwZh}#{%^UXWsb)knBKiYQ$y85$4P&Q7Z`%v{$Flp+Z16Z&&!P+WK-HX1_1^(%*
zlSKq9@=;HVQyTm(Cb;G%nEA!#8IGv$r;3%cRSjkh(sJBQl21zFgjgTI+ax=#$B!=s
zFf-d<y}0XD2Ys_yg{3PjNlhUAd>VfBMsS0NJ-6tXG4I%7_TFsI{oO_7y|(fLcaX3)
zJ?EG-etTxzrW3D6k3hY?165X%+{RO$s$%q`T0zmhE3ZGMOm8i%sPsc*YAl#iEGmuD
zTk}JS`Xy4rzLQ?Pu;=A+PK2!L>ID{D{|iI#$?JyX)mmBapM24%BBG_bO>|8_k5LS_
zZwC9fj`>?7^RAiIE*;CYP2IOK;;Jn&61fV3^Wv)Wma1I}JJU>cY7?7sLBNb2<2<ZY
zf0!V7>oJbn<MD@&>r{~s6M}9%4pswtyKrtlVUYGvs6E#Y<GOR9Z+y)X-Ql;uONB0b
z%m?<E{r1&L6FFAn#AIK$M_sd8vkIx*5nkt$-N|W)Bs2*n=sEQp`we*SUNd|`V4_~B
zAs2)z;gXX%2KTza!Xm~QB96elW~ih76z^ISDjWCe1>6XmXDRNWT5J_?13BQUhNZ&X
z%Q&>}t2?l0HCK)7*J`Qk8uE7FYkH~ifG?IQPPC0r269x0kC!Y=0^h0D1GnYB2G_e*
zRA@<b2Tp-^y(sgY+}JO-s<`Xm@_<2l37iwDc?qn@t56D8oz9HNm&Bi7sCQA9;ZEVQ
zPSyb74;A!J74#2<xgRp<AH&l>W#*=rf?stJDg*E7A|&n_WL03l#|y`M1%nBE9`+%b
zx6`L;)DXgmrlS9t=zSQxG(Pc}fBZD;riEGB5#3tvnqT*?ssbwpLx?Y&eh6eI#}VTB
zQQTtpi=T~);I^E0WRk*?5GUZIBD*Gd_NqIx-}f7CFA2T)K3z4~#PxR18QY+Yy-ay?
zac+Ol2Ur{>%WWcrYmziys3!3RS60<Tj@RHe-og&aq~EWT2BixJr6<26m?k7i7E&Ti
zGz#M<NQi%bv%`s>goSsKKZ<4PG8r~w0S{}t2z)ot_?_AZ<!sHD(|W0?;#Ob8^V9W8
z<5jGF2qY($zE=jrRV|hhT?&FNTC(6xs?0%i&+3j?PBhd7*Z2G#e^+3gAyAh)-WTuq
zo(FF}d$@x)xZaUw*)J=vyV4UjYQ1kW_s^!&$n9=d%T18De}B5|U_1%?h9Y}PWKu-O
zs<e=3XkH#^Ka_u{7qHPR@%@90h?$mY>EDOtdPUYzjIh?qrhD}8v~exa<ZA>RXS=lW
zja=`{H2|_*bCF4!d%!O5CedME)hG5P63m@l{q{25(*>E{F88|9Sv63HH*VDJ3Rd+L
z>+S1AVvn!6pKH`W3I<<(#_}YG8i-Ydz};0Y_EUAJNW%9<Sh!pgqh?s-(-6X^vI=0P
zQ}D%CB<odI=Fh^2&kZ%7o9aS@1=kX2hu@InFwD(Nx32}QV#-LT?H#9rp96}bm<1zE
zYrejy{o2ue#}WIw+f;U*44UYIf391^S8F-LxdxTDxweA7T5ViLXB!%(tmw(iiGW42
zT_sU(|03DoLCALz*WdlKh|3+{a5GP9A@I+!T%sepHUI<^VD*>WpAnPf`TLDHq(9Fc
z*4y|_&MP8mOZ5}V{yk-fEwH67q^ZWAo8j!4gY1%)LoX&ey7R)A@^q-n+2Xf>Wf$6C
zI^Bwq$j{umw_9fdxPcDqT`>Afa=|smQZ;6Q7tDN=4)gj7$bvDO+(^%>s4G|0m%f}O
zbgUhJc!AlTocdZ(=ap*0tL{*xyI{pl6u8$m?|5IBwEFb2d?b;t3Q7tkmk>WwZ98p#
z>1mi)fZWrF%O<<lM3jDPFwM`yUQeSusbZJ|+ZV(oRky2%HM8h6^WJ;$olP!^QFN7C
z(&}H_$%*h%npv#}AOPG5fB<kKV5wT2oHP#o(y7C5lZT|TyQDyHDQ#~zo{rwK&D44Q
zhQ(tL>Xvvvk<?32>~e&V%V!_=wPo)<EVRw;miqTx=GAtD=3e>1G7dv~?%=O?&m*rg
z;VcE@tz2O-WsFm&31jtoQ2o&HF=hY_V$8n(x805T236;L<cy22mh7kf*IjyopDJJH
z7TFBySPtpB?%}*qD}|Bc$$;3~xis2qAbl5LAn@aet4-(?%G`T_BifXK*NQXM7N0!v
zaXEL@odwt1758#@_%9IrL#|4Q<y6mi!ZzMMWs!c;{gx)G7eT}HHfIi4;;i|0P_qjo
zyp26FC|q1H1lVCq&FUoW5Z6^)?L@NonU`@gFDGfpB~kgbL_Ndd%v0bZ?(SbOQT3IP
zg>$mMj_<Qj7g}-3wMEtF`|!v}Hq^JTA~ZNt_^P<XT|z`$LR#w9#`k=JmIA)Ek4D)2
z?BRGCN&s8!{jC!B{r<sZtjMIB$mI8;q007+)g6aMO=MAVlq7f9FQB@CEf>rDV7{$G
zX<;2XE(<UHmK$KuB~pCF#Kkz#n3>7>H7z*8`~)To?rrbIMLg)DuN-B4n$pb<lkR1p
zQ*-(;tERYD`P$c37T6!K!ZiWe__66`O4lGZY}Xd)s-<sLEvY}4ce!hEK<IMhSAX$1
z_|{~8u$REutFC_WRT}i*$)p`qQ(a;mRr9~+ZoCC1mnfH#JRvTeBYOSLyc-x@rEUsB
zvSv|ZVt5}EI$*=_fjZ20F1Kyr3EZD5*pKqImdN;1Xq_i0^CSRGZ#BEiiJ3OU)D!R9
z-!J^GO*WP@jQW+?{^lsDNp0_{mZ19C)goOVS&VVWeR@d4ZsGh&#FfgZBoD$@Zl6U2
zRtwwa!|&4HlX-gY&C^>lq$HB%JfD?eI!5W=KPvaMap$Zd4%!6!2hx*<pI0Uzi4cAq
z1LVeo!{Ry=@ZYVLFBPNOsR|D#(<)}={TO!qqcHLwwm}Kn?ycp6DFumax-kp0p$(RG
zUn6^dqtdk&%she2_?l5^YQAHI_5;lCL*{Bsh~6d>TkJcnFL1D@eG=c<w6aAr%(evC
z5e=AJeOMYKV0-Q?^}`BLX0;CiF0WrvWL(Lpz!RC4fBDk6BIuXp2Tc}H=Kz&Iy{2#O
z=gz!kSlOrR=oL3WlG>5YZAHg3Fl-DLZdfI#>uL;X$0`LXr4is!i-kn^XzI7PGWfbS
z@cE5PNAPiq#>tTer{%HV!Agkv=u&(YUm=BDNt{YN>`rp6OAo5zJ@fcdf961QFEQRA
z4WX8|r}M~%zV}u0S?}`|GX|bnb23B8)%UpHWPJ${nI!(`p(`L5?Bo0PzM!B~joy4r
zmuO;&48vG}_v?CosZZ|Um34xY$h5O}v~n^s=0UrX>4+*ERfOh}M$@e~DjA7K&#jdH
z9!lqdCwHg**tkpI_E|(TD2X%EI+X7xfxQofDOph0fE=k}F&sLn+U;{~)KWh2oIm!i
z3Wth6vHyTb;aOKDPo+HGr&15_nr;(|(bGko`I#<p?XHf&>aTXZFR5J;cFFKO8J@t5
zVr)2g+7;&L6J+`6`3CH)_wS(*`uH~6@)l*s3}=%0hnMUV(_llg2M}St7t)Si)}$=N
zG}O2KWe2WxMx0I3h_#O+U~Sg$#>J8<zK+*AxUof)d+}91!mZYz3T5>>66@0oe3__w
z@E$)Pytz!Z+(;Al)B+_LYCNeuZZ^^#U3*gH>*Rh$MnWmvX~V59nomQnY6S<5n%|_u
zHE;htt+p2U%;gn~^j27ZDIec@V1q^t+H7=V-f72#UFtz-{Q|C|4@FjuRSEpZFw0#?
z(`wYiyI-W;Dwl9ysSA_X7+}@fCw1c)W`<{ki=E#U$FsO7KS=yNm5CP!BNXqxOzFar
zB$7B>@A6}$Fh!TXF~v4u$tsJwee@&ndPXQ=d16J1ESQZxg4DGNH#n2pbr(0n;Dg3j
z0%~Z&vPQ>+Wmn4aOzOg2+(HABM2GpG?Y~gj>bVgnY^eoY%my+HB<aM7)gQaGzGpLd
zwCL5%<cu!$X7)7~3^7NGQ^_RL<b=6CjCw|YTMVN+_E0SY&RQYHhD~d?%q3hYDU4X$
zW}GxCoz04f+xegT(b~$YQxKvfGF4+Fn6(!$&9H_Q>9^()w{{isO_7FmdNt`L<Tm81
zwzX+_cYZ+3t0Ck_n>47aH8`8<b%L~6{1$nfhF_9Pk%hGcH{d2oKfNm^09F|n;5{Wk
zJ8$U7K9KwYu`a`Nru<xaPaK}^p(p}B@jVp4ybH8}rCq#$npGk_Iq03FpWYc?B8q^1
zFvt_4k9ZW)7~FJ6`1>*$PS?&1^aF4>az(PRXScmI_0?YXTExd86tCkIfvcyXVotsX
zANeq(Rkx7wt9uHe$JF)Fl{u=g-%*DFX)HIpA$%(W*)j9-SvV_mtd<UIWv`r9dnPUt
z=iZlXBf^TAoQ|6&z^@(x?;4)f9_nA$drmhYX%_lN<9LnkkKC(2R;$G&Rc5!fwP<<!
z_$At8vNYBW(=i*}1Dk<l2iiGp%HD1usvXCbN}v~azaEynO^!<wcD;B=$?(gnjN+4X
z`!kAgobt98zt9h+t;Wq2ZdBd#_P`uO+_>*?52bVZ5_m2YI#sXbtwDcb+>@ve8fcIv
zL>>At>{(C)o-mmyFqW)BQh-AmPbCVa9px*G$<1{b2^MYVS(RmoEU|#4<PW%2!zw59
zI{Ig;$1=d_7Pp9c=R^A)Zbfh<NtY1_5J}(wGohEf{=|<jxMsXh;Ys_u=cDEdx_YZO
z!A9gRL)41>6~YweI9H0VxGPz3<J`I>|APn{ix_COe>d8uu|pXq^(3^n$nfKE3(}yU
zQve;BIonoNdA|DGm8ysMK<)lLel4)?tZ%jGL)Az_9|rdoCJkuN-(2Omaxwb+p7_fb
z_%F(Xjeqe!nU-EWf)G5SV;{l`=NoTT&LbngZPmR{ZoU`W?Rh9G@KV1^&-9i&q!Gto
zTR0I*Bm2Vb2F@gn+^**#t-;WVdJS(4h6})q`ji6g(+Z?2ZmJ9$OdHFYuv2gDVguP=
zC*Fa#i9etITB}xx%0-&?8M9IY7aD{SYGr3S!mkBhpeAXfzn#iV2IS)7M}Chu`63R|
zlltPPI6U!H>pzT4(w{uXJfcFVB0cy98Tkg!@3ykTJ?qmR^K8UoRt&!M?}ep}bh6)K
z+m(Mt9=ggW*MVcxS44cykI+uAFUKaO`?*1Gq+Iu%@7iy|7t(GHdA|g}Qb*AVh0470
z16Fy_4avDS_&^;;m;C*`tiJd27EA^=xLePYd^$rB$Gc|oWRwioIO&$sA?8j!JCRuc
zakU4na+x}-2?AlKKyl(&q?c3^Bp;Hr1&T}xC$4<!?D}3UZMtppotHH5QAB-UE3Q!D
z3K`CpLa#AG5fa?zF`!wEvKlp&H(^f!z{3e66i*B>uJLWtPtPUT-V^_0iDg+#Lw7S`
zj+~r<4->Ky?vV&TXAgaEK;807=%aa2hLrl(9`(ee_E)SEU*jsP1CtdlyALul*#ZLv
zh7@=%Tm9}*LX*`siiJ&Ui8($#%WJH$)ypy6cf20w8N|F(M?dl3*Q6Rb7*mHrwSGuf
z%x7iV>z<<uWisujvePkIQ4hCK+XqkmjqsFn^K7_=4DK4(k7M=cVR)?=+9E@EUt0wk
z1-<z3gI+y=w|3m5eS;g9h8P6~t+}=%Xb#0<_G!QB0p?v6Z?nq{D}0Sp2Mp{B7LtDD
z4p2z?sRVWG<6xQqaeSeKl^XRfyc+ZGyzC(qcuiTz+-43p?CTfLsQ_0)xDC9$PGIX`
z$w|V&4gVA>b6-VbEwf3pb~0<cy|$6m-4}q3I#Ty*JmuGRvUqjMukpeHUop{<_t~{u
ziyS&0)|cIr)oOB+2Rxu7R>g*EoYw<iX_4C(6hDafs5i(~fKn?Hsm+Xsv9NxZv|%<N
zn(V`O+XRmv{#wo>P$*eBlapm24CKR%`4U5X21@=YFd#~(zO)BH6Vm7-p>-DyWdO*h
z!PpSoCOtqRC?G`^R2Y+I#Y*k+iH6`2N!1Jdu`k|kLTlk;0a(ek<`wW8hgcM-{Kn(Z
zGc`W+O4*I?rvVf=I@qFX-pdCyC;`8VponM=gid-QvcCn{NY3azp}W-<2%UNomh7v=
zaS=OFv~_Xo4*({R1kvPQhqtL<J#c#jJL`B!Jn>H0fLoJpE!yh$ObY)ulB>11<Krpa
z+>m^NQrE6icnAdh@C5@Cu<U2PZHa?jtglvMp+5k`rK7hBplZ(iBB@zVY(LJ1Rg6dd
zzG<;xisC?BQLZ7!vo?*Z2ED9}X0+E<TF_jL-DOuGAJ0%E%j6kPG-}Dv7*$R7ue8|)
zHweAz6?@ftU37n)69C4NCu4QH2GcZa=tL6g(mmpIw+G&}l7@=$?YzHK4Xv+TP-bj(
zAqEnwg6(qeVLv)FB|C|uh<2;50jiEH`zxZPFb#S^QXrilZdlrpH?*tV8Z=^SR+srW
zH?k@oO26{phR1gsPn!(<%vT{)R(@C#s|RW4${tj&)}Zf3x$tYWiX>uP!>+wYEK0{3
z{mz`R;g|8pKpiiGJm<=HU%=KInc)~wz?L!5tCM)j1&I&Rorj}V-8+nYcrFojbq>lD
zr1XR!JJ6TS&$6_b6K_ILba3ts-aK@#-QjqRtP8+aL~Th^RJy8W-#*L9-Q3tIz%F*p
z!#hwxs~dbJfTb{VklSn*KCC0};6q4)KoOI-R$!RJXrl|xt^0qddJDLwzxRC@3{X-O
z0g+H7rIBu>q>*lrknU!Ligbxcmq<yMba&^ZyL&KTbo|fw=<oSHd%f6j0^5Dg9oK!`
z*UtNJm<T>Nt?rp`IJzr$vmBVoZ$fUqQA|Tg`<Jsxq~c^!N8MwkRsz}_C?9Hk3%qb-
zv4iZf2zq|nmiF<F!f^F;1}S)U!#1_Uuw$zfI)vA_lwEM(y5pKP78tOdyKaiC*exyh
z#eYirNqobScoY(vNgG8EFas9aZMiI`vqeuXSy|mMO=x?S3B=TVf3Zkw)03EjO%_!g
zFD@4po2;bYu~0cpZ7o%XXjeNZt-KIlYlFv*HxWsYVPoTBG7DIxVrM7%{Jwf0HhJ!K
z3KGYik@7C(<faAg7r-sWA6icHx6i-*4Bm@kw)Ry2P6;^l^2I}E=;U(R^X<%xE(yx*
zW&=*r?+4&yRseC%l>Q4IQIxy?Aw!U_jpkaHG#23u#Ty^r^GD~Gkx?tTJ%lsBT{!~O
z<8yS2sts@dY(fD=D%^zHLmiv!%mXJro}WRN1T2Q?*y&{$Z*qPBN!U%KWbgC^ij1tb
zE<{j97Ry-i`7{YrZc~srLx;E1o-eKjJeFl=cMbS56WeD_@GwpuUmri>wB3NU*xv0C
zeGHc!VnqT~fk|zAoUi?nJmO%b@ZwYIf_af$*Wx{ie6yu-C(<t>5JJI3MzV@f<KU<2
z<(2Qlr!t1!(EJufvl4Q-te%+IR-U<<o39laN-H7C)TGm5{EGaeKQLpzuV@atae{-d
zf4$-6U&uR51pw{H2JnEKs{hMFi=IrO;p}Fnl-+{~_$ld$#|SQfNYCce(_W}s2ppa#
z-E>KJJw%rWL9qwH5GYrHB9;bR;9-cU5-9#)^H=QeCiKZrZf90?NgMk3w+XzL<9&}8
zicNOQ%cM?T1i9!HA>y~C2_@94xtmpDtZ+H&E6u)lq-?K2T`uE`;p|LVQE8*U?Jn$e
z^0Y^}X}q``YK{cAxk1o@j0sAb#C3HUf!8$aHqremQ?sL?(e1Rl5qYiBlvQfxRUX@d
z8{<ln{+fELs3TLXj3wx=^Y;pDIMz>ou2e#SuRL!xqG;$@gVdHM-2&mCB-|*eruM6P
zdbe@66hILicwAsWt#*dudq;-8b@iasxQ~m6VmpRubeU4dz|ttGyD>fD7Ny~D$Hg2<
z!;!hr{BU@Dz3F|$pL1o=^!}qizkd+`cOL-u_C&K6fpSn-Wk8Aos#!<!`Wj(_SMq@O
zM#Xpf$L<8aJg{}SFrk7+DK6m1)*2no=p#|}$ww1Q&S^^{;yYKVMDl{KItRQj`F&dM
zOJ$f34q0*z4=-orPv~Lul%JSc9X-S#naq^Badlt0zey1FSwy8n#rrma{C}k);xe+2
zzy*V>e>%LawDrU1z~aqn9lNT0X3XcnxhE%YK~Y;b*}^-#0tRG2c%&;L9SmfDBI2M|
z+~4)N<Bc5IB{LMUS%|UFDBcrB1Y}Jn62Wa-gQ$s#`2qfN_^I+%bk%=(ZMJl(Xb}k%
zdnEv3iIiVoU4B$;(ZhKZ2G44+ToEDn4sfNAkS-06)Sc)H>|k!*O{ht2p9%ajE&9fK
zG|zlu<!n(oFm>V1rHI`bn!&}U%hnT;pjU!%*;Y$-YIAqeN*NU_oGdNih7}uZ7B^;3
z{8Sse*?i1iSaX2+|H1ePp$SW5HHnOjo9t*6MHsHyy{xLk9@76cJ4qT%dMjW`B%mk0
z7TU8@_Vs5#r-w3aG$?jhSnWt8#r|F2l(GrrddqV4bFX#yI9TeT@%7Y<iH;y+S#~an
zSwJOguO%f#Nw_nixbma400zh4nid8a&Ovo<7@EF5ZU6O^9&?5F{`<v1hEQx>Il<I~
zN4muU`i&ZEX1IxMmOs-Ng(b95!e$VhAiaT|o;ou;w0^SIKt3UQt&r&9h4Jf(Y;Jr$
zHJ9<Nn#9+FFcclD*CaS)9yblk_CLUR13!^>zx?oMXkN)|KM+q${3Vzii$j<B&Fy8>
z&HyV><HGNU_qgxhA-Qu)?(=KHU;<zDih?BlMoE_S)|HZx-BwXioX;QxUkp*+zRl`q
z@;RvGKDA+-=H4Liwg>RR(ap5tp`Q4W{KTo>pEIcoHLZ{@xEe6}fm}_;86WwDBJ$$?
z)mntE;8mO++moK6U$0s<vY3}1cQ_hwk|*zsf%NrQnpmSa-7aQ}J_@5{h*ImEW}?LE
za|%Cu<LH%S$pi%oXF^<mIf~8>6tyGl8Dpq!-E)6r_;%tP3N_zs@V`5I^{$mn-O-@R
zORsnUJp)|}Mo~B)N&V(yxZ~5mA#8w1OMB5cS!PxC@n?r&;ap%~0LiTh?c&K;kWBPh
zRIy*;v<HTP!qxq~2NbS*08wzbnOVSxhL=}jopu05#tkkfLlzI;ysDv|sF;G4Zt1aG
zgEhv9a~IA6b0;uzRwAt0{Ys{OekVGeq$XZ@_jMvHwD_lW>|E|VSL^*T`2#Ci<D)`d
z(e?L}J>SP(pNu$Qg;LVS&=ZBCX~ugTI{L0_;D4}F15224>n2N=%+t2g{xk6A(P4Di
z$PW%blp~+I9i%}`^Qz1W+t2*j&<8GgE(%qjfToX;qpIY&svM6ns_xxMbgjd95!BhN
z_%aIEMno*f!vF0T+M_f{5Jl-wU(KSag`(l%?TqXu5$WJ?HIgYwt=ts9fVCp4*_$Yu
z*@9uf%Pr*Rt;UjtQ`Hx*$!3}>U~b?0v}jB%_iV3t=y^6yV0SMyhpb<f{-$XjPVVd(
zReAXs&F_)rBwKrC-_peyh*hE>rR<MgMnBRxgk97E+Jc)Ibn!EvZx^&Yxyi&N9vH0u
za`Md+ozEls2%e<8eZ?B_o;}{kqt@NK<KtpToUp;Oc}fyzJgn+_zKI~*G^$DhL87Kz
zZeDZv0}lb-=O;?hF>hN-tUw|+C`4pJ8Ba+pJ4&n@f_6Is&86&hW>?R?acH9Zu)(CJ
zCwI~)Z^|d+3-+R`1_vt1Z!Y|abVnf~liVLHOkU!<zA{O~!8A!J4k?w_%N&d0V<E!&
z&2esOab&ki4{_F1dl@ys`5?`uhg)8Vt2Nx~iXAi%-76Tn;h`A<*bI8ZjU~zVNUcyq
z#LKvl=5=0VJorD{bz|ptj7+95JMulUa^5s)Z`t2r(yTftH6987oO%Bo-yRR63c!Rf
zZ<u&_KLa<Ov<JLifdT_wDD?(;zz8uux_?fE@0&pTs?SX*y5UKq1mv=^BOe#LANK)=
zH4Uh=_{-@`jQ&|)=(BOXYva{I|CZX}VzXk)Z2+AtU7f+MJ5V6;Iw$H2qUOpvPDY%-
z>5j%9yyae{=<VN35xvFlp|k@HL@N<OHt)5rDM3lk9Z|OM)GkhsNG^Cl4Q;k+LUw2o
zry_sr4AOCsH&lJ|9Bu3uVOdW|Wm$=3**K#=0HFMqU6NO2+zgV{BPG%*E8^pCJ1(Y`
z0N{2R9){}eK+c3K5;}?!zSCxWA0In3=My55uvfgAR=TXj*y;?_#83Hum!AOEv&h-$
zDPf{kolWT`B=2SmNy);KdYCm^RtWP`6&T?D*E6j&g6GnJW;IEv55XMJ^6km+Yp+{D
zjPrc3;_Jw>nlp2&XKC}3O|u+l@AkwMY|3O@g7$?vt1{Xw2CT@ERQ&|Zrfyc(4Rh!$
zd!5Gkzkz5^M2{~O5|%+k7W61IlPHk-$rI3N#~T>%%VsNQTUoF@z3;E{r3H|iT-bQH
zNlCB4H=&_q+Duxc0|541b*^L)#ahd6lLxS}5Sf^A%Q>?9g5E*9K))iv3;-EW&g%pk
zH?kNqGuk8!eX?ekZZbT{gWR^(xGct%UTE|;W*K<Gob|i_`N@58pHG+rdTkn6jBN(2
zBamLVt`8gz%RwK)w1;Y;`>qrnrCa`PtG@4HkiGi`a0cqg2w49E2?iU3og9K{J`tyQ
zO=R-^%K-kje@G@UOEFtH;h}_*C}@ktzkz!{zubk^H(nS%O+XiDPVvwVI=!5c+5`?J
z`)C-x@$8`;NINWXAx?r%fk#j!(5pVh_g}=qY2P3ZVFlIGl3%t;yGb9VX6B7_X-xD7
zA**~rRR)XnstE~^R-IkAm?+MD`6c&S*@0Jkf7%pS|3DIbEppgAeSg%WQ78&==Eh<6
zYjoXR%cG3zg+u+57p!(qP*cA~j%nA28IC&rfwZ=K9<W&ZVpzkyFkUcOVqf)UchoM~
z%PYX<dY%~+(hgJhLFi+HnN7|xU8uN2T7{Pga$P$=8~jp!8P!l1hxDb+W;V8O%bvRs
z+brtOzVlUU{u)(3vu6!S><iuch7w(7yWPW|Qz#OS)gj1WSCbqFG9;80&3qh81&9Q+
zGsBP&$|octc)%}+!y@G#n@>H#dJtB5-+u;KQY`ld2j?@hCqPTmZmyE>3G~On8P>NF
zi~zQ16b`BXMAXs(Vi*f7l2&j^CN-dJugnt+N@L!tql)3h>4|?cvp(<IrH$$VC(VC3
zZwT<KNBe%imH9b7WG4^i%_+*&hGM!7A9MTGz!=HMMj#6vs@g5Zu?k`>@=6@ZaxrjH
zKF5&}f8nBSPaH}%W*PpHqC_6_P}2uK4SQoWXFLbLGqgP?-c`<&yN5fC=PJJh-BtgR
z{PDrK(j`_nC2L#=GP$u@OmbW6pj*e(;~)crZOdBuZ&PKCZv-ew*TXtJuqw-gfj49U
z7EbFEGC3A*d=ppN*9_75R)*z7W~O@pM$iB+n%v9+UL+k%7{m1J5gyO86?@->h&!H_
ztY~OUhq$fl<X|<a>7vTHXv@n^%*^0J)h!aVzkc`!bk0^ndT6S^mqqwfD=UxVaiJy7
z^G)uNo|)@X8q~`DW)7$1WgGe^`dWCY&|>^6Rfj7(>7&zA=EJc4s~WE+zH6AMoIt_(
zGZ|V6dwr0;8%}rJVV?7LpHb0mJZ9|j1b=4C8Zy!X@|d}nXr-9u-1V^7D*e^n_=MU-
z$7zZ%q0Go4FLLBOA>ww{-vn=&^(+{;QQGb$a%s?+Qc?_TS^B}|UR@E1wA}aeTMQ9b
z`rb2jjZbK13k3+$sk$z=YC_tf6eyM6b!>n*ATL&rzG@=6yj{HU!+;|%c0m4J_Qwfj
z?4XK@Q!@($baF8bjD3{S(7}ut891wD_8F}vT(v$aIG(xXc~fQI1`4m}@TR6QfA(fQ
zcp=QGx7;m1-C;6o&ne-^xqWcpa7rh5=&QHjG~qgj$TH-7g4_HZyw?J6mUfq`%K`rL
z3zit&-|^CVo|M#{13AH;7P!MN%rLKy*BC=&)9>HaA@O#k$x0d*F>F=Zg(CyN=;|*g
zC0Y(X*;3zie0@2Ij1&t0zr7}elSAc$E9Gl%Jr4X=+zNH1PvjJt)U;|CR3GI--^U&u
zp)fKE#>dx!=9q=}aS$F}95yHfm%t1Ba#G>>o{=Dv1h!RFOq_Y*Xli;mmZRs)#UyzC
zE;}vO=yOWc7G2(pVazz)bFf+V?jSE<)LIkr<x{=X@8@9YkF|L&{_zu>(&l12{A3ow
zoW-*~Tj<GuSVMTSdfR)Ue~RfxDF;i>qo9D^<Tu5wmqPA|=;ZEx4*lBw9BSk~Gnr!u
z1iN6|YPk1A_b%Cls3W_Wi%CGKoK7=+7)+U47r6jOet#Ryl9?#AxxP!G%7R%#kWZec
z-}nWCqoE;Pxm7~C_p^3k@3JZjSMJwlIanXNEYq{Qq#+3@s|0#wWx0&PhH1BgC@4xZ
z6th_#$_|YQbv5eOj;0fZQpdfFLKedO%#GDn6s!CZw6=1BhDl2?(M<+blBMV@=Cz5|
z6pNmI%gRJt=4)PpwEVEhoe2*t)?55_RNd#WD~@CDy_Y1MJzhJ8Eb;RKDQCD$LdS0l
zxQ{zEk`+XaoTGXklbww?AX9<u_E1tSVmGW~sdx;+fa+cmc91Y<Ganvq)ndtMzi6kE
z=(MS*nXtP0ln9wL-_Fqeg{o6^8<V^H`8M^b|7$!6%%GS-t3tNOYKwBJT(-z~>&}ao
z`yZ~}5a86TZ(|LQlKnz6n7jnAg*5?zvyU`ifq|8qD9h%VxZWIS45&A@QYfRk0g@at
z{ZTw50)~8}(dMOAp!A4yOoDAQ^O@+IK0Ktd?5S1Pa(0>utxa3Q3Gu7Cba$`!BSIxR
zg9dwCSI8eEX)(7Hr3g{?tYEl!E;VeB2RU>wt}PVp>OE5wT~;`2c~R$aId$DJ+=e%c
zIL=zI*Vq#HCeyQ$<+?1Na5}Qf1wiyXC^41G7cb22?dmxcA?+uLwpOmFMt&FYC)V*(
zCa5WZ)_?L;`W;i$M2T@?fB!ST%eqA*nn({*%;wjskSns9qC`G8P2Caku>*~~)DXGt
z;KY;k+*h5&9nSWrD;8$v`=f5=co8kq)Jg!jpHokalBap=f2+SD`fqUfp){~um3+qv
zb#m$=PX{Umn#T$VjMFhNpfkDdt4E?%a(xIKsN2!7rpFKHbf>QRdF7o?_^vCdEQyHL
z3ed?GR_W!&3q3&#V(r$G&A&gEuYHgVIlVa7lQpr>kEVHy7pFs$GT7He<9OgN;a&yv
z+jUqqldd{K6b?Rp*N5ty5cf(>xA_STbE<a1UW4~!uSxxho=kgbqTRj$lg9|&Nv-)H
z5+Q1=|M}}69Og?8@ie##+*&G5E_b=W(4B}}{-8r*wxz^46hS79OeHbjx=0c@LyPU8
zM0Ir|;mT~`L#B-@<wHYw`tQ^Nz+#dny#^WB9QF_|P7E;kXJ^#8vO$-TmRrHB4`mfz
zs<03>u9OT7trq&>Pu(67Z&M}b%$-%!5M8!CTyM2;y)G?$p(TZ?&#HMkzh7wY+@j)?
zY`NRFMlJqP>MppjGJ54zvmwt$K-lfcF@5%?8bSE0*{ex4+je@wf#EM8PpV}oE_^~y
zS*|A+YI>^cfJK;Gku&?EiwQqV>SBzXbAP^NK%b>?YIaWw5E$9V>c~Q%NY3^0-x?rW
z9tIM5{-J@481E=J97{mpJ(>45D7lp2Co#3z;?gQy5(&A&VED@HL|7*m&eb(7W#P%N
z2TU=OHKL*)M6#7Xm{Pvh(+jckj6B4a86G1vWQ%UnX93J%z!#k|f;J!sNFsd=Ff&F-
zZ~%iaF1B|#-{@SUa>l)nJ=-f`FJLR{jb;c^OY**BP$0%df<^yn0T`l|g2JyqLab{(
zw}0IFcoYSo<`tj!Ym3Nm7d^;BG#{__;LZyL+US!_F0zGi@7d;a8^MIAo`g+-Z`<u)
z2wmv47G68f*KNTh0InydUNA?8bbJDWzXLI&n~6L@v{Q$NU+7Z_w;m^&y{a0f++%Re
zKSc=&ppL<QP82=wJ{Sn!Yd*tUEYAB3G9voBD(&}RNL*eoS#F)6Z!t$Xbw({o?V$Wp
zpY^Gk<>BxUEGtdmE$Cs7IE9)%md>VuDok>)lb^DZn;<0RySeh=z1FJ~zWvt(HEVk3
zBMT1<?ws`ay}p89U9Zd@>vdT!<1`#BHSC`YA@<vFb-whNffKue0!SzxMLrSSD^7uq
z;4No9m2W{}Y|4pH%ks`+?+fmRlS0DE_30O`Gsau^A8ve|=<nb-A_x3T=(TMMvM^wF
zLTn&kcRkkLd7bO+8lCR9yN4qu75)+SRn6sAkMi`$SCC+{!Rw1-&c`N{9a7Y2CNurE
zAnIslo7SzeF^D$6<jkPU=oy70Q9(LUu!+T10&$(A6WY2d?(oQy^iqM3Q~5tC0|K^_
z03KN5n(e)PTQ8e&%bsb?A=mp&WL+Al2n{V%t@rk_cdxmyQMqh*TxRmNcZ*HVPEUlc
z30-ELQG@wJN=xMNB1Bf!8a%>mJdVSsuj(B%JVmAJIwAxBVKIHssOPq~U{bk5-aj8(
zwu2y(1luc$!}NE5(_cn(!ePh!KS13h;Ux1q;epj17rTeEW@RY4d0nP3+itWST)#>3
z=`v#5+mP3jF-*&vMfS$MJYaU1uSMeut9n0b6HwxHd2d1n&j*#a<};XjcXmg~GU!bH
zC<+PaL<QGyxJjU(mVg8b904#K=2nj*0uuU<P)K)Bd8d3Fozd={jHCkw1-(GM{~%&*
zuGdDwTU)Dq@>oi+X4Bu5@e{9{vp!DNgC*tcUMlia!E47$x5M9eOpH^~9+}O;i_zVn
z#u5%Nx}FclDPW_d7?M|7Qd|Qv#hEMWw`6)h7}iOA696+vkCQOH2YY;Ob2a^~mcwJn
z6t>LruiaM$nj68rrWAMvv#!Q2nA&}4a~hjzxjYuq-DO>7u{)j_vt5aj7=d5`3|So)
z|FYD$hkHPftJM$t-DqLBVyFCj7NYe{j8V<UF-%rK6ft_^2s9C$#bt$)KPvNWJ_ACA
z2%zhOu?yQyF;Ef1!WtdbS>J-DYA#hwbh#)dS!!?Aq+qqMcy25@iMT!>Jnw><GYvQc
zX=Mvt>%F2>??kQoBYLm>h%p0}-hRO>DP!yN?G^@eT-%l{`Pif+5Cw09u2&o`&OO87
z8GOt%M1u*nz2FE#goDSfzxPUyi?$T)e9lb-Q?Q*|vyVY;-87PMd_WIWCvh`)!HeLf
zi|Rf+?pWU;HB{Oq0vUd2j_`IPU=&9l8?AJI&_(1to_1}?<|c{em1m$}^IpbO8li5>
z2mR2f)gvtIHafW|R4}Y|biT8`dC&e&JSS6?Er)C<8CGf38}Jen5=*{#*6y1Ix-tSP
zTF#O^PSdr^m_*oTkYVl8-;AwY63+I=%-7vo{W@Iq=j;g~)2H>ACu_R`&3!3XJTBAj
z$&<yRM!Hq=iBSw2fqSDa(>+3SPE@j?$sjL7Y?~(NH722rTC<+y<W(yqqa;I$yAepw
zH;Vp;en30}cVhs9*SD*Zt)-NaZo_f6sw^Y4>+cCuB&TU-v)pJTZhw^|q{Yuf31}-R
z<qU=zxA9)0k&36G7TQ4gK-y_DNYXW7nMX{Z+Kw}hZxd{DzQXYb%u5KA$HAh_oFiLD
z4hOTP<vtQk7J8Ss*I0dn!`V^LZvQSrUx(oo8%f??ORo7gN|17koq_^lX35{T3h0g3
zZJRs2TV%N-GA59Z1^v(Hqq*z>i3cW?28s`a0e|+RY5T+M=^tM#BZx)M>@>n_b{Nsb
zD@Wzs!^bR;tmeH(*3ajBKR<N>b8~v{?2+rq@s=Aj{}|3pUU#Q(O3>n*0FP%pnkj70
zmyc;>*QPq9&<k$f{G8*W&se&;#p7JMa3u-Q6@-a(-{_gNb^b0M!T)dZI6&vKuyCj4
z#eF~jhk$cv?|@Q1<N<1%6~!{fUy9ji$seo*bot1DG_J#MU<>fr+xSG=>sYt+%VKS-
za^4Ha^!T+I<e_2Lh3Vk_CbzGmsM5B}a+s{Q4%(L6VnYFAKDL(o7^ie>6G**RoZ}}T
z8gzUqZ<iy=tI}x74(g{f?{VBz+yHW4tY0l5CX4wP#&-xVywHK1$shU|yr?<Hg7cJZ
zjn%m22YxaLBLiKDkW>cSkZDj;6KLNh(a;Qlvpyk_`r3z&0(e7qc6X4V2Zx@_|4||U
zBh+Uk&SP%wfFl81m23rFSgG6A9j$WE9us9L7t{-4_-i{l`K@na*~2F2)&D$cT^bU*
z0zGy^ZLE7xLUMI164HtL1SSy7wHfEz<Q^F9SE$Q~3m!z5x(%p#HP!7l*sC6U&Sv+R
zTJ6JKDrP$f1#O=v<$uzcX$a_S`ZG%~-!HG*J2&SjG<Q{D0faUngC8|+6+0Xg7OX<A
z4^uoY3iJ+|68eV|@{sx-66*g|LTR7?31PYAldJ}z_RhE8z+mRZi~HhfNb(Z}Ou`!G
zUV|B!pEz!xtZp<z-~)^*AaQc#ckW$19VB3feCoW6=u;K>4tI^#whqz;`l;lMuPGEs
zbc1u`FZ5z5fVxa>rHe50ZL5P(iCB<t_Ke>PY&4d*&`KRnZR@9;x%UePSZ65A+SeSE
zMSfa8wFa`zk&pqCjt`~tw(1}`5QSEc8`cAn77!=^Wci9S-oS&u@5D7eFfeXPW@oOT
zsYu|*I2grNP4wVNusf{A^_ZH$H<}snB0O0HBa*EZ6MvPxq>ki4VIX*vwDY>U8d-cA
zt4x@)GA6P(#qjWWEH5~YAhYMaBk5TWQPe|J1xpqa63ME5_eXZkYED607o(pEU9^;H
z+wJ3(R_~7V#Gk~3>vo5dU*6yKoH8S+sP<GnW~Q)badPpkL?oHmw#XhIlrcAmH+1yb
ziKl(StvzSBy8P6zA9j2hJK()&!0@3C^#|C8PLF>S1Ih@d5fW1wc>yBQa+<pvb4z0U
zx7qi;gbqpSeIhLVvbc>+tl=TN^x~lwyxjQzc&B$oR?$2pBZK<S<`WT~^0HC63mr0_
z-gxB@eD7Ti0`q?mEr7*l+qmUx5IAn+=kY$sGV?84RF?M3T~<mnpk#C1=1wF4YQp*r
zG|8-<ARtLHf3<*6^@((bl)WA{V$-isdrH&y;e~aD)#w1E9-y;y=v}tBTY)#4IBK0|
zNpug8`mlYlx5L@|aMyw(#B{`eWH%NskS^RqOUl!LYHAT+R2||hQ&60P5E&Zd(!hLa
zJ;B@G*m%U*rZ6a`X7Ux}uR>l2o?u=d*E(}0e9$D#?TULh?+oZk7bl`On(f<m<Un|+
zZQYY-B0UkG#*(^og&c8B@^+}#<7T+r&BI(zU_!cmq2!RSO%Zou5(R2rOX5ZNY{WW|
zYTIpSTGw0(opi`+EAQGFG1tQOo!G_swa>#KrxkpKjXT5F0!ZSp*W~Z$;vPzyLH6v6
zfB**9z}6%_fg^Vt!FebD1R$2H6KseZ=vlZp{py>mm|bKBC6X5q=qw$;Dt0>{YBP8e
zJkkmz4)m&=cKtl`8h;)mgZ<e5QRzg$9GE@}aa%<KHcXU4f>Vn!h54cUGVOBK+YHPb
zS*m%O$#WqU%!S9n8JY?u+Sy+N)TVO4gn7k&#khhGjm9Lp&$cR`uP&_|WHR%Kt8v&b
zKProGs}I{yMxR$reV0*v_?`0T_g_sIFe=CP<I@sI@g+f}cU$^DDHINbLCxA$egmmA
z+!YWCszA*Nv@p|57EX0NL36vU8@~<8Hj`S#L_bI~35o5lvbuAH%X^2g3PzxU^f)v`
z_5<{>-`enWomSa2wf<xR7=}6J<1;r;uIE9sB86~C`BC<XFZ_bFM?hl4jctM)CpQka
z_6T3_Y-SEF@9jOCw>!5{v|lE#+kXzbxZ9E@IeS&TWO7La>TAzwp=MWf{v(g;s}9$l
zD2Xu$$pofJa>*Bk!LG7vTV}obB{t$0$fAub$LErNXA{{Ia07i1zQ3Ix_a|tSH*Bp2
zd&arw-3mF_aClZi6D8$~{q!gQm8+0E|AahX9mIViV6X=kqvduZDiT98r0oXpP^54Y
zhfKMDJ@0DBAWoj1eH+{JxND`nqJ8Z^iLb1aFqldz1H<|J({)wLO3C|TB9}_=LE07P
zDVBuCmVnT*7~Z&*;Cv71%X0khu!pC>Wf};PbHCMAHKxV*F%ntY^_+uN@TMK0T;(1?
zg*K<6J9fc_czWuWN|Pi4PKi=Df1X$n!e{3AyYx7*?0bi!HRc++OqWY5k_Xo6;po=a
zS$YQ%-rSfiy*1~+L+!>IRzzoyaE0c7aab|vO{ydPIZtP#TWHqn`PkeUir&RC6_6JJ
zk^?w&z&83n3@_eCPC<bv&1y_)cBR0S78GiGB!76&d2O|tO@mHLAkCohaA7@-uM+O3
zWM%;+Ut8H*u~oO_cJ^?HI{O0pJtJ!{XgaheGl8z!xmPIP4hAACsf^E4R%wuT0Wh)m
zaze(eGr_u_2C`C~0(&93+H~-$(A@=z+j{woTHCs9YiidaUsXPZwKUNb3Pf_vAs%^M
z1&$fAktKdykhKwvgIq63T3@XDcwF5kG#E*+4D96BXCbQGij1+H37uP;x^~8v%PIp+
zxh}wp`vWf8?bsEU0n8p32E3EE{<bVf5&xeIhVLyUEN^B`rDZ{StnN45=0idZ)6~e4
z$PhtgO=kNONR4$zoQrlvjl)!o=Z<xMgOea6-ps}XFAftFK4d3v<9$pa&p#VJVQDl|
z?JUQin()+yTMRoGSZA*u+)+C6V=>y!JuBgH>BM6H>$U<G<Y)@U<qwi7f=mPC@>%+5
zOpk5ft&@TE+hxWQr}C?>a$zl2M<aG@ak7lhao5NzzSod@g;eO+_P*xpx6rNg^ZOcX
zF$W>nJ3TS3)G7CI21RUQ5ixl>&sexPihKE;dCo};bZvEirq@^WgdjY~9Zxx57jtyF
z^KZv*|J`v=O)@X@g=dpL2c8?M4W#T8%@n)|I){WoCXX^cIOsu2axZJypSiQtJ5!*)
zB$nOZYZ-vgd5^yp<Z6pA%TKgBQ=CQgL&5w9K_-tZO{$^t=^Hcry4dtbVMAb04&)0y
zs276hGr`S{%ouh6d2VRndr8t4A~R{G3|*JiK&@Yc%vE{$_Mbg5566{?B4We`RR4r6
zX8vd-_+%1%e>W6$44D3;P+O*RcQF(|n+7j%5z`jff2NnLcB+n&OmrW6?GfsFBbqQF
zJ=^9Xt|#3|YI{doUY#aF9?u1IQvW6f$iKt@8n2mgr9rC?Ghv^qX3FlstP>iXdS|To
z5}wz3P7D;3&%`)P%`K4yT?UX~)YTbYY?}=1WeM2;VY<Vt8~y1pVIjzeqY(C+F+g-5
zfg6yqJ>?25Haj3<wkDy9p}+M2i`(LLn=}*eH{ko*oR`^P<hHDkKr32xx*_fM{M6NI
zqK(mJHJa-B%aDG~l97E864AN#(Ro}X&%sxoGIRgx&@BBKH&C}ba?yYb9NBA~f>-kb
z9pMVd(gj9u7k(S}^9F}W$zU^!k>mVRiih?GQGA8V*E1eMdM77Tzqc%q%40U>b!HLp
zNI`K+nVJ0&Fg)S@#?DD4*{V|Td{_!|gl|rv&9~jTbE0seSqT@HST(((pr<zcVpd2$
zW@DC>jhYzc>dFKPd&`iLY?lzA5sAX!PEvKR7GZ#e+4gJnRKc&4^27m7ir_I~sql3X
zaC?3^AzNl_v+2QXqjUHki)fQOj>M9taC6xLSD^is*3Z06b70=4Ip&@XdBgWDp$kJn
zhn`ag9elxG9bg`$fadc_-g9}RcK0X+zEh~})AS=H@IZ`veNj));l`!)>b9hsn|#K&
z8IYEh{u@T4{!mEFIlc$7>Fn%pN-~)Py2g9vlHYyl$p-e*$c4JRuRaL$F$xw`@6%e>
zt>n3fQ-R+u83SWH&RQa4L(rkRcdT!vq$}qj873RtqDsErA&D{v#N(}d{*Dm<l67iV
zup+Q_y*4S@F<VfGu*GMqPROfD5NEvd)c)N&g+ifP^;h&>hYMpQhlU)!0v=0Hwf#|C
z{ziXm?nn;$c-%8qFzpcq(lLht&8D%2ONrUDOtn!^&(K5ha9zBX-xM^g_)lN@=EB`U
zmbl?rj)ec!v*L+E`p*HKVa{0CFgjsw=y2uI88T^c*6@v9<<04p7SA;}S(iGIL{!0s
zBr5iHcKM}>)mKZT$M*Vc>dAuJly{3kq>4I&w!9Q@txvha;fw9>KqZer4xEGyeG)Q)
zpRRA<IGoW1o7rIMv*(1q0g)}}&VPgs@UIFuTkr<|{=V2s9I+JxP)j5`i>kAvoCWv#
zR17qWU9W|78`tKwQmVdHc<xDnu2Ic?aYzUKG8UBaMJF}VJ|`}Zlu|jZ?w<t;AW?Y^
z&OBLsQIXtoU32R1v4p9H{Fun!(&Sg5K!D^FB8Wl8GD=OjzqE7WYBRc1sN+kb$2-vL
z%r^_G^pYQdY_ML9y7jK|z_#jfK6JwMJ$6JtfKP0|8m{fguG$<(9AwbRFFWswQo#P(
z@ms>h>VQ<c&v~Tk69l$AHpCc++n0)qEBW5Yy95L?sf)?G5Y=4Syah2^w0~ZlVt?*n
z^HZT8b)KcF%5bEP<SBPrf25>9?Qu?I<!0ou-BC4JFZI%Eq2wv!rKc|1T?q0kJfLGP
zmE%8I04Vb|JbOy7ug2z_b?*G^=^^OcdhvSVT?Y_Z_AOSpdu0PUz8eoN5|K*12u~B_
zY}y?c4AQ_2alGvya<LyX-~g>b_*>xd@N2uw2uyolFM%;M&LfvOPi!?^H|4sHuRK7W
z*Vb^+;|-nS>sL|BUz&DMTMu6Ze?yTgTR9mU@UHJK?>*%dpD4Hb_NMsDh{4a?SFPXL
z-V+>)s!u<n26AP<GXb=8$BXxnQLtu#^gBHj%0)DbOa2urJ-@`5TS?WzRf@p<#wfyq
z>;p>w(HL?M{EC+L1l_WuucW2iDvM{h*Rk{iT75h;%mPLokMSnRg<R+D6gT+C>fk5t
z;S}c!sdM}T<m6M`9kUSYI*FUjjj4HOlR<~H_2yO*1GwPR;TUguwz#$3>no!$?UDaj
z7bDasfz)pAMZRM*i%%5UeFvlg=sr^hn!Y99la3K}UD^suD}C{UOC1nH8jba3h*us~
z2OYl@JZ;WDKxk6*E|qu_&6~B>3;1?TnJxweYL5<I6l=)%FUJy;1{QiOvK3tKg@eFI
z^q$-ou?O7irQL|Jh1=2;Y~iy**pKWXB><(!le|YUMr}g&5fHK!#<AL;vr9-A)hYcy
z$}I<R3cEGyF}FG{@@7d<=W?g5J1#Sbl-NFM>&gXuclYN1;u=Q@Nq$aIYg{iL6&dg+
zw*j%j1G`d7vlr4a?6yO9b4@J=??!<|Dbex8(3?Kd^%}fhnJj68sd#uH<nL=FfUMg4
z7@+7}d9AhzZv?kZ&3vqgvv%ZAXM@+a;w*d!oi2)A+qFGN#Mu(~6<`%BFFn`xhxojj
z8oaK6s^P`?!i<ejRD#VlUBh*QY~oorfY3K$dOn4Jis{a^%uRvMz{Jl%Y-=ImS*I6-
zUedf#YjqWML8AnEbrN6{9?>Gosb<s?oMyRAYJ7P{`xMd<8~^e>8}Y{aJ*4!NCS|;(
z45*QG3+rZ=fHta=L@h@Ko{bng*xM5*Gq&)c*_(Lb9ni5|xMajOb}=(y!E=3kZVB6@
zu<gBoV+?M5h<Lr@d0Xwll2C?rfh}Bv9(STxO!TO25yqlJ`r7MY3X$k^R&ryI5_#=M
zi|YklO=3@mjnM=}q!g?7@&C1Lr=R}=fUkhq@cJm~dSN3Ay=rCkl}7O!tGmdx_68rO
zv2<nSoyp^t(z~Wa^Fa-6Yc0vZ1|R%b7!Fng`u=uvFb+UQN}T`x3In<O5%$HviAb3-
zjbH!LBMA@OgrRpGT}DhL@v=xus?HZWD&dQ2B*TUYA>vmXB82b)`3o%J*FYUyI_uPu
zt?e-5!UI3CCc#0{?Vd(uu_tSMOiTG(GaVK6hnm`Q7B_2*hxc#BKss(YqK8*|m84bl
zu$a%~JTb<)re>$^DnYN@W3{SAvp&l(DB!IM1^nA?3dEGvW23xgQV@uNW6opUV6)cD
zY;%_&pByCZ3U*J;d9m$!jcp*vBtTVI1(!6(0vF>w53?zmofGn+n(<-Lq#Z25@O_i|
zti(9y83nh3?Y#c|pvnh#@suCDdqDWhRT)2g{T&a^w3gpuqgd*8-SNF#AI=7${=!SY
zubGl#G-i4O9X{xNmsPt1o>cZ9MI2U=>OT~Y7EEQ0SR8HcMJRRmIsMWcdCOs@Eh78P
z{FlTS<%r}jir_W_UU0?_Esb1avBh)_>e>1F@P%Pat4?8H*R|r;jKf*tQL}f;JRQ+a
zLMzUUyOmt$+$mb)f^J)|Fi3S4m!%|bl0$F(f?Z+1li&a}{-C;M>F!J+rS@E!FH_uJ
zw7B-DcxsdJ`D^0Ws=3Jt<ML_bI==$;^bwoWl`^}yD6{u4u}1~cs?FLR=C&fxAqinV
z6u%UC-aP6!{4*{gG?e&cEH><g*5aKBE_r&}zNFd%oiUx`E-e?A+8+>bBv7pI%?JI3
z>x+u!Z}s>kOZoaf#+i9cnsm&tZh<1)H2wG<CjH|xO?$_g(jSGN_6?3<hVf@7YUV?=
z<+F({rJsHBGhcuc(u9mEOiXvqJT>c_Q%3V<vIHRET?=1xR6>=dpz-FzlyYi1$vNY(
zw9t2`D8f80+!hV(={l(h8r5a;r?IyFFl%-Zf~YHh>PmWyYWfER$}bNct>2%!9yr;#
zDN#78arW}9n)OW;N=w^*Rk>Zw4m}TsIxUH1XSg%Fe9lv?+gpE3%mWwk^+n6os%d2#
zKtb`{m}Y&qdv(m5Kj$hO`c#FB6kTkPEu);b%<4ys?zKjmpRPWG#A~WH{^V|dSWv*-
zd_re%>Cum7-~V3Q;ALg)8-v$k;y-G8`kdCI)VxN6e(S`u7gv~%6<G3u!?gEqXUQ3x
z&755Vn}MUu6<ST<_AGq0EVrfNDoFjF$uV-!OdYhg3l70<{3!5b%5fmbYtqi$@Tyqr
zsm$<KcU)qbm1O3O=5H^bML(7|ZW(5xAQ+P+toSpcGz<NKsbp-R;QDnWCx%)tBXx<8
zmY+d=M{AVv`~iwWfaDU>(B&h-&AGy9Q(laq^-R>Yt$Kf<p+awKCI5r1xG->NqeAMt
zo3n@&jAmtId-*zM*xP?@qoeHU*io|+7z;i7x;^PBgDZ3qS5S4vKjW-r0<{C?qsD2N
z{I<Tlx@caE&iDTwxujrZ^y}NxF$L%{H#Yh7Yo{&csJ7Oc8nETsmONGB$LR>@r{0-w
zl(}s=tdavc-aA@7%U4u9J4KXH$^|8{U)FJt!!U4F)>fUs@w8h`8t3iC_VQ|}&tJPE
z;JF;zP1l>Bw0uT#G^}3mp!|4d$MG`TYODHeJJ%7hlVre)6SNNZKQrA+x*n2-7OIxz
zL>Rm8)&>Un${IQfG*H68!71}Lv^Q5tqa_%#|5-sLx@PdAO$>$Bvp|WUj`2CKylHx6
z!2arzui4pV?nwOA^5dY;P)<^G6qN5J+uI~ollBT0qcCWE+4*lfD5`Nvmx{W25iyO5
zn*9>@3^=29q)<)v^=nnA9k6&>s)BjUlfLk~z<B^AT`O^pWLM$lBJu5Rc8M%86G9a2
z9-sa#-^Z9UNi})rbm7Ogy3C<(G8i{fOUVdT85{-Y5YwMWx1W*?=)F>judTDu3U!4k
z8B&Q$2HnFQ$_>}cf4)Sx-gVBbVvuCsUV`$GuL8S9cnsT3iSXF;=N`+fGig9`%V!Qm
zlQajcc;ImJ)os}hcwo(~bcfeNZb^$2z$aZUtcbyh2OlZvULD9p6gV(G<CRxpuq^p`
z5WnRFJ3>RjPqIKAiZKi7U*pk}sKWcS`6rt};G%O)N-hkV7*k;U6L|JYNXx=t`HsYI
za|BtwMuoh^*p8B_YS^1MpZ^rS4vD88`=g?kp7YKi4?H8&0nSR>o7|PCAM?pAfNms4
zeoGJdK`W5FAI7V^rLn3p9Yt^uRwXBT$o{<ehr^7{l6&3{$am4IAsxISrJ+H$KE(9T
zyeO3_)^>tyBCRi@yZq_x_gO(;%m1VhK@2a`b9gkPyTga*ACsHpKNNiTPYduW`YwvL
z@0U9pVOo4!r!fQ;({+S#Ap4pBd8VqvOKCn^)5CF6T@JiWkA|X}Z!W>GUyrZwoi#W!
z>&oxp&G9;tiXZ%TsoIBWpPVUvzJubL#V+MnU@RUKat~jtf^7JENBwXmI+JQ7wO!^C
zSW^RDr<c;XW3Z9#LjldGdI@x#<gYEyIezKM(#cw6kBN0vTPUmf`tDnS_xNDEe(w5H
zW*%wg_B4Z}V#fSScV5H`j*2qo0|wuy+n#i|(TDhA^2Sm&aq&U19c8`hlWu;x!<vQO
zmleq*&UV?eSuDjWX@`qxYMTWe1e>8W=$!<l*6g?_+%-j7hJD_<@;kE-nKBDi;LBo;
z2aTM>JkFn(Ovi*J1B)}4zP}t}dm#pn9ht{Hu|{4|`J+cF)rntytyz$p(3<B?!S}Zs
zcqq4S8;jkk77OMwZTj56v2|*JPfGfM7v!tGp|B*0-)x@Y!(-bcAT%6TWq|Jg%?JaJ
zTy~$uR>>?~&O3ogM;Y*UA07|E#tsktAW>VL5tMCTM*kcz3Mm;VziR2a5P8=Vbd}D~
z9dvhNko|S!8uRc*-m4&%iv@DH9j9znO^l!XiLgyS5h!R6(%euQCq#~q|NPmQThA~-
zj}7~5;A(H6H*?kKjo2l$Q80b0kUc|VgJCc`;HF2YOwADZ^SLoN{&IfzzxeN5+v2(<
z5QVD~uB3bi#etUm)^H+^w6RcfD&Ys*uRwl`jCt3u5pLoZquVN)XV&?eb!w2~Nh(RF
zhdIC8N;RvO7ma2-B`Op>)4*YK9~)vTtg3Y<*m$n(-iV3_%<aD#!6-CgP;#Tic3+fE
z9fVd<2M5+~&Q)a#o|%POR~Gqh&`L=LL2p+$LrKHE^3<|)@}K37I8vf~rR1=DkXuO{
zb=b43HBzkO3AIxYRml}yFK<dZ>`iPV_8#-ia3&vPdwy30Y?ai_6|c3&!~6Ly+zn=n
z`TLDqoBI)d7F9!T@>1a_3M>g$dD};EYa~5O+S&};+BTI0&y$YRpWXM4PS_eui)>Js
z;zax@)N{DW=)p6PFf)}iGNie{c~w5FKJoQO&ozsTm$K587GSpgIa&5HAq-?vg;f%J
z)1!8{yUW`4g`wn7wmY>`s==EjEb2&rUNYo@DF%2{$KxHHQA@bbE2jn!)jtUscb<~P
zfDGplwqnOb<IY=A<T<^w=B}d=^$guvc4#n*@JuZ5-M7i#ZwE)}v`mLf=S(L(>ts7n
zKYAF7yNneL?dFI~X`M8-qKwuliFjV^m}eAD<$kB;2sPR(|6@AGzmsPc=GK8RHE_z?
z9SJI_o;nGRe~aVI;j62jmk8pCohQUB^Zd|vC_hB8o*tDGFq}*|Vts$)u!gfZ(24Rr
zDJcz|{6h3LT4L7G&Q<~_jl#asQAueW7DwhIn*y3~^%9Vy$*9Q4+>=R_KeZaNWpA_d
zmzTMH{ozmYz;^J2y^1e~IeS(e?_3x%((C=m(!5X`YVv3lkyPK?z>pmN=*5Ul11IN_
zy;gW-y_2Ci@>5o#>$rDI+Bg^oy7y^EMgkb?aDAEkQY~zdLv7FG?K3_v3Z)k?tsfP-
z)vudg%UpsKN_#u)l<66GJ#hPIzjnA`DZm0VoZ&1fRa7)b7Ia}>`wLe;)x7Ea$Mh~{
z#%E+n+!5JDMfy}+fl9&OK^LJ#NY$#wN(xRSZ)7%JO&)E@wHY1uNm(PWdA6!3D;rnH
zV)3QPh<3LCHY`KVAUn2BKba8r&8BydsoJ9Z4daz(X?2-2JBSiW$%^SgIb_}Ogk<f#
zmqE=_bd2@Wos%oo)5(F@Y~7>?Vc*8NWKa`P-k!~gf}Hwse}1`3CbVkzg#dSb*5+6^
zGTuJg?~E5i&rDXV^WRQosN^261G~f|{IgYpCwZ@Hd5P_nAY$Tv@ksA`@IWrPc<YnO
z?Ze}tjMEOLz#3g#s)js$>3}AqU-#TA%+f8$AOnR`A>Y^!n(B$!V4iJls*3goPQc5B
zo0?Ry8>)POj?`pEAZTCf+15l|as7!`D5s_1uk==RWF(+;3;Y*al#)-fN@XR$GqmN<
ztWu8m%~|ft3(_hz&c?`}qg4wd5y<c!cHT&NT=N|?0c>m~DjD`)G&9?C4bRW2o!&}_
ziSDhs1Dk(xCzk0M4i^lbJ)++a$9_wc0U;Kk3T8lyO#OKe7h82FR%){3IDq(1o;j~v
z{ovPUeO}8L*eQFTbmJ!VKzf&vxP^j%O(@$mTxa2s3TDTeU)1AwQipD27l(WO97}2F
zcf?1!L-<X-`smU0Ts5V?Lgfkl`B0p7_?n&0@ozMgy|5WUCC(}Ji5;efj>&ccTVMX<
zza2&mY>Do+!emK_J^TA+n(EzpOgeC3Qw14x+@wDM&7RThc>A^i6r_^B-_UGO!4&Fv
z9?*}0yQCEg7KiG+d^_h%f^$`Q%H&t??NPKy_VigFG^MIB(9mdv$AE@rB>sR0^f9F{
z>%P<E`n;85Dgnn)!*jomI!y<`ju|_f(V2XnIcQATH+!=wO3x|}A8~|*+RJl7m9p-L
zc%Cb^8TfjKyTz&#2KIe6()%dvM=(r|r7CiEPjCeDI|Zzf9Pu29HOk9lD7y}nx$G@u
z{2@&uV!YlhUd^I^t&$JcS6#!g201H11KDfxq#qz4Q0XG@Qgu_dw8b3-VA^tyUfX8a
zDD$Liw+!EBypivyo9Rd>Jiz}=u0UXKZ_lxiD$j1NtTvLb)#nJVK6tD9>Nd^cKu{9!
zS*CoQ3cZO5o}g@kY*ofbj_;1!s~wcpW+}m8*a}kRiP~w9;j<0lRcpy_BL*X};sd|D
zFYdK;^{XfZ+G-ptk&Pvi6P7nHTfmM6Alqh)14XR6HH;XOT>QHFO@m5ZLs3~yE`R?s
zpAum?qrfGENS%u!qM|F7;|L}G^X^#YQj}THJ%fRO`ui=GT;qdDcdJ?E$;#6o#8mC^
zVLk?x@c2<;kF}cWbcshQK{y8+lb@x&9Q8r@3wVT>EWPzcr*~40$Dsfa3Tynhxspwz
ziQ7uc=OAQ-G2ST#_-4L|^!s<^8Kj$COeWVk=c`vqdl!ypAhwRTWaJ9WmBUqY|F|N3
z^f(M0Jc1F7{7r*CxDW^R4hCtDAcG`Ev7foYKK-VK;g1EQ`U7^Icf2**ME5Z0@A1Zv
z_C&4+DBRV^=e1w_og*$08|DyZz4NflYV4iB!I|O=S6=Q0H_8wAu}+?UmRD*Ov#t$j
zXPOL(*X!TSa4h+fAC8|$OIyx0V|?y61_ApqsL`AkyaSYvjZ0?k2Jgl|pLY;L=bvo9
zENghDdw9#{;wMbt+aLan=nZgj+LNfIj#s}=vSi~=FK~(37D;E=E$frx>fZX}rVOvd
zaE#?L>tt1|&i=|usa52f8B_(}MoAweGujv4q&h$Ot~Vm}^s#V*{v57i-YRKa$F`9U
ztIu<rEG;^J98*Chp*PCEqd}}hh&jA<;dgem+h^=7q&MTCVnHetmmS_9%SCz@1z#_>
zWRqHXWM8Nv0YDllD^+P89-MsLhQeOhhE>;442L{~%?S^5;_Z|-$HZk&+Zd!3TA-j@
zFKA00`ro3OH-~=<wdYQU&3pr;1f}s;Vxo4wZjHS6MVXHGRhdY~_LCfCI+?XH8HE8d
zS;qm=na3o(YYCvaKS6%zB2{vOi|*C&Z%R7e%93Pjc!Z`hOrJZ>=E5w;;GNXhg1?Vc
z84z<%f$O2d>P%^=?3uJm>d^YPBJGR{k*%BNlSO`DpI%nhNH{@%K?v8A#%wrA@3ygD
z6<|8ey+~OfF$ua#eR##LQcOz)4hsD^EPBH#fG*@*MlKL0@d*#58+UF0=K;QWcPNY1
z!K#mDt*H;tUn+vKjY8{Cb4&tF@!lN-i)7I=+Jb>mLR%%7I9Xnhdli$FW503_iU&%~
zd^^|qEc8#=3&-{dM#&rkO_702ub=7b$}L?O6?x~`r9r_3;Yn^<BuGqjM7N1>NO|I_
zYByBB0KXL+Qjd=wtR>8@q5nNS{e;MB+^JG|_nkIiRX)g8Ym2lq4<@`q>jn^;_u)s3
zJgJp?WdaQa_2+g;Ot7I=M-qIWe8tMi@|?6?g2J)38DfZ2sOQ1&n^zo|obzAQx5Es;
z2h71op`SN_Cj8BDQ#sloM=YvS7d-#t!h!LXqLHWuA7~+%>nla&`RxE+1WjnQQdY^K
z{3O#Qd<^F@vRoP@oE!~kW_kXW>0ang)cCV@M<9Pjaa~B8Dcsn=KBgUupqI>fqN_HL
z;q|jRVzy3lmfTfI<}jmCUAv7@*j?!!L-67cuH%<IB#6bA7E|?UIfQB%GB7oK6-&H$
z_gyMt0k_muS#sLk5d);D+vV>G*E6-&wwkR&PcLa3u}S~vioiV71bDd=6~2z-TGZ0r
zi8i+TdJA++dusoYBg>dLM=)}IRFub$jKxkO&E!4OAh3<p!NF%Y+xf1l3dd^PQP}&U
zN(VTp2<VfLEJDA<lftl_EsNznISkAdEe~MTr`7zOR~#k>EvMmI;+&%g*(ooXYQvh8
zsRqVw8O~BltObU-L0mQI>FWv552$%~<sEycTA=X_8_AQx!NcX7(aHHT5^!27Iyto?
znV~~9f{msr_t>!8KW+tsj@mee9g2>rX4<H7bqS&2$HXbw^vl)Sn%lijeLhw}A0gn$
zh_fnd@0h$ETj8I@0p5>yhYL3n(<}#vU@%5_^2=%(VF0^n3&IIAvz@khbCj}jkh_LI
z)g(fL=+K)&bfob8_FD3iR9q70__KP!>u##e+}1AoMD894gGJlURGtJHv#TSM{cw&j
z>ueJxp?4#Ln`n`z{bj=H<Ayes$-A}wS!JIKj-6${`Gvaa-99Vp_1@N`WsqtbM0l(T
z@aI2vtgEn~$`^s&5h$BCX<%lRQoPpf<A6^TB2IsnRp&uUkfB+WP+*a}<zJsoe^#zw
zdXK!3sFSIVRzqahOa3;KP4@aPmhiP|f_s>dZS1jwq~pEcs)LBx0$}TR&i_D>RAPSj
z_^qCx<WX?IV(CPCw{?nJKj=M_9tk7?Gyywus0-T&p_S%yAsyLmuz~*WIFAdvh4OL0
z-houJ#w*3^)G9anx=N=b+$2XFVOnOUBXPUHIwRe0#JEgTrUN8Z;rm@q%ciS-kV81E
z>a;^s6_%c*>G5NIz8fv_ap-|#Yi)<yw5+V7Ko+~}OF077oW%3q#?nlRY67ApZ)X=d
zvpwZRhMw%uz_J|kt@<=$`@(N5r?6z=i^g-Q9KzgoYy;3%D7?OluEk-h|FkdRIzb$3
z!w67FW`{+X>?X5pGv5Adk`4V(yaTc|J1&kPMB?y#Hh0$_kaqRIwJq3k%lL!6N70|P
zaEPI!%82H5Hr40FK=~f<zGZgw^Ih+Ruy>2vJzuWc=MEl^Ojr4^>o>Y(8Y;W;@KjYF
z&*C1oK8m5w`6^$37p0LrkvA$s=z1bs&wDQCa0G%R(n^=PolN!gthB~d9NE2**!jEK
zM3qK-wey$ynQO1BVw@3obIopVd@}rv1*z}8cT)<!rk7H)E?RQQT??1)uBYV;;bo?|
zuFOY760^cZ`Vs_%%hzoIWK~wc@fR7x@lrZio&M3;sQ~&*nF^sjJpuTjagHJn%M}Ay
z{ym4ZxSP}jOnmmN*YlE42eNaD%voL*b5~26M_UA!<sJ#nyF8hDdk>Q4UcRnlk{XTW
ztD&duH0MPkt8U>BFf)Pgf^U0pJfpm~n>Q~JZ=qw44KfBlHV$Um)p}{wNY_oVvyryZ
zBdLqdBtnbc-+-oCQtL5z-!1U5#H3i=@q7>SaM(h~Y+HvA31O-oTnXz~j%j2`pwR!Y
z?x%m;On;m<^#8H-7GP0z>-+H7iV`X%5(eF!(k0!Uf{3)h0Mdv7NJ)3Y&?P0U0wNtl
zNGm;b4ITfr2jBPn&iTH5T`HG4d#}CL6Zdo9&sqcWqG8F%kHgh+aqq78ThDsPYq@Rs
zb8c4|LMsD1;I`w-G;6f&`#e>-_^TA)MKd+ON;KzTC9|x5u?atPsQoQo*B?bkS_T>3
zA*Yev1xAJ6NQPfm7DPXI+XkCTOi`B$L{?sv2Q{iL^>BYnQuxk*mE6wP!U=iEn9z&i
znOal(lEA8SRH>+&u6}+IJhQX)?JobT#dmqF5>Pn_!`nD#AU;thJ&7{ozX<y(cdCoO
zGptWb@uK@!@h-K#3IA1C>P1IhQr)U&K+&4>jv!P@>DGLEI0zT@lMv*~O0njijD$dJ
zA6b`BCYwc!)#_&BcBp~Tf^D!ZuL2<(0nVE&GZTgS{kC<4>HbPh0~6P2E(`kPb8t<L
z+HZW;3y~~Uxa$Q(Mkg{et@_pgMWNPi8*nWTX1Q4(XCX4cL|lGy?&(_qk0C%*gC)+?
zt`FsD<X>)SmVkUYM+EZa3b)Yclh2Zkz?VTTlC{+rPvYn7MPJfoU}qn|<f8qslek(8
zo9$+4b6R>En|$cE+YC11;>T{nd(=m5@<_Ii&)Ws-;oB$cbh%yyOG8C~$@Rg?k;|4i
zSw^Qgb$aPW+1y6Vq!N=1g@&EHM(k2NNh2x6oM%sq^LLbzlG|71VYH!u>9EbF99`wu
zZghs~oye@tP7XKkZ&QcE9mCMDX&0bjgEC&udook_Y&1>ZPrNIBNPQtBfW*Vm9n|qQ
zP;CEFwY@_<QJ-GC``kK$Qs;S}pbQ7sgHz|GHlOKI$@i#VZMQT+unO9?A#Qp%&8x<7
zOROHfQ}OZoO*XO{B3Iz8{><?wTdE2ksWB*8T7-%?zeV@`j-8(;$5jwy#Az4<76~rp
z5Wbk(2B88mcatdGbuYD#E*GDrKYT0j)1)*O8m=GE3bLt$ZHDYRs^|p-r0KdWbM+QJ
zknj~mVE9yEQ6jKkaCU>eg2jAsog+#aO}S6h)Ms+_Gq$XWw`dy((KF=^%U({3xmNri
zdn`4IGugyzUmgdsppP><pcr_;$y&?E(eOw{IwV<jkUk8W>3Gh(G|y`x%dvvuQ8sTh
zfD!=PpgB+Hz_WAfww?j4<LeYeDn#WwFYk`kVg^f7X)TyZC2ZH<(`em?LXKF5tBV`(
z^9*#o9c8xw-U$<ut2!%Uv(Q@FkIM+p#IuS;aJ$PHm>iKPUX2WjJmiWbPXz?`(m+k}
zsZN<*@tI5Y2Sel#sI>@slOESv4kc2#&3>CiWTeJQjgN~u&NCtRYneF#aE3iF-ki|J
z%&3n;J94Kvz374&DvM8!3)E{!HW=)JH59h$;2F`!<<OgIn!F`;S{_&KQEZe|QAtD0
zfC&4*=fr+iI#|!CP;nvg6Q$&3Nh`PQy#a(JE?D;Ph|vd%J;xPo@F0_WTsaw1iigU%
z3YNJFftR76%4*Y7oKIw^llRt7k)E5n9e_ab{P|5cRInMpE4`db*l{h0iXtk?7@6gP
zOnX}!7uf}v@zcp>DWhSZe)wXq%<7bjewP~HZ!W^FKe!iXUcM63b!guvWi#QdJ!qOS
zkf9e&?!CjVQAGL-6Rg?;vaSgun+JL51bEcKpWn>Q%hvPA#McvmhO5!|g1~0du^9~4
zeJ#z41U^;kW@hQ#qM0ReIn{cCBQN1amreoQ-6M!Qt+Due5a0M)DYz~x1A;8D3ju!v
zYkymW4&?v0QommJMo$OI!55N1v;*Y=pI=kj4wpN+DINQ8dz}mmr!r5??<$F#qdQj)
zh3WYK(~5WNGjgq@>4(D}%Y3{MjC2HaZ&MCFG(htTZG8Oa8j3~YqMCsyUP;2+<muTz
z(0xe}M3$!<!*o9_xgbw+FzmS86<;QCgqx@wywnF-XAS)6fYr7)vXIB=6PM4KK5!`3
z_kT%`<Hrmzbw+&RKgBD%x5)V6;0wnzIDmot_QN54lD6)xU)&;W)4w@$&oWt6j>uWA
zpX{*!1Fb(#I;enBcNl+hN%z<gGx(8)XX^ezbLP)2d<=cc3H(S9+e%~b$AsSi<-;L(
zq=|(#k5tu;uo15CULiS!V*rGzV%^tQiWUrYGc7`QxIn=(aP<AT=fMey!BAP;`K0>&
z9b{B`6NXXht#fT$`f-0OKI8&y<1PTg0M|Qv9-Z(*Itrw2Nmo%Sco%?pf9lN$R;3;M
z-{jtWJ@O83ePMQ;o~mQ{!6wW5@>e1oAm?dV75N%NOqJ_0OnvB%w)NbxsVQ1&+fj#^
z(Qsu|CVN|y?yi*OYbFBn0>5eSM3rl{$b}A)!|*RqVX8@(4^}%eQxd`YJ(9!R0p0V_
zpk}#f4ax_%_~HAR4QKZCUfOk{_wJ4G7n}JO)jiR`<tnt`hcqO5Vn0&1XUMmQJs~;=
zt>Fw6Lmas`HK-_m7_+BZQ?|4&R#gZnw9>NS1}!4eW(a9>4GZFVLO95-iCkfS0ml{G
zn>JBM>F<H#<BPw1`biftFtpX^lC$dS1TrfOcAfU0;6qPa>-pl1nWU1Hh{fS7GODJ=
zn*s7~Ge(}_G>C>9qZon+>=yMv^-x=xcs8^Hf(g9h*I0e&5JYjKTFP2njQ2_%y#Z&&
z!9~d{9FjK(#8o|lCJ$}jqll@fe_9T%NEh|~w!aBM5e9^8Ch94S-X93GPCLIWR!1G>
zHz5N2tqC!AP7=A-76T>$37yw*Ae?s-s7pP+^Z2+gJEdR%z&^-TBHsjca_E*nf7@{C
zTnI6D(M;2WwdQJquh!px)@H=So>bqC?ymj}s}GB<mnh~amhq8#q1knX7#3D!<YQ=V
zrl4O4z?A9MeSh2>R<df$muTX7OjCiLjSPdS<LyoMDfBdKWV{ga$^r@JLu{T3){Pte
zZ^UWT1*u0Nw#vsx^t{f_JX5F#E5>Rump376VJN4`&_V#CEykhX%PMX($e<v!QwC_t
zX+1jg2JVhJT6=N@BpKLQSeT<MF2X2#3dcLfyTCm7P5i))#uYuWThy02OSBmQ=diWo
z$`O3OdFg}Kg2jKhdu35do)Bc4+Q?|>w*L~PIv3fsmRCT6I@~+*UThevO#tBzhR6CZ
zD&h^Z0H_F-^BbJpjvGuq(FMN+s)4c3=ubjN>;@fY<3;pQkKr;sh<L7TOG&`3+JVvS
zr`$CUu~=z8l@-{PJ1xz(#2xmO>1nsT!5({yHCt1jYL)-FmRLa-Jo1i{MHRJfsdMP$
ziS_%U<*|M!yEMo4O`ul-19v*_YQ=$g_%bOz)!fK1eO&(<MK>fHQ=Q|CQ{1y6khgEO
zwYT?udrL!LRQnltw$GgspnZBCx5+|&i+$G=Zc+S#ge$$w*S7$X0n8V6h5!FjzZ2Sf
zLKDd#;xz>LVim}U1#z!DQD1|&YFi1O;Mo1N@Voi>8fBwEN6dkRlW1xIIknP8xWLUR
zA83{)i-Q>f4LaqD^(^v$SAp>Pc~be*qe(Xo2f<KT)N|9UhPl2x4n+)vNbORGDxp(O
zg=HR6<?Tq_C2zC5c&cGeGU!_eH`*J5$Z7-%Qz}z*S!6!{Odq>Lvy7-Q#iqH`Dfcn7
z?}LHgK!(O8q>5}}i%DPE-NU8%Ym>taYDWx}mXVNW_^`R`_IBzBTkdw|D@cp7=_6S*
zGFrW#LZ<dr?jNs(5%0ASq2dLte87lc6es8&MW$oxEN<&3shUhPP7^*u04g-Wp&0j-
zW=yGYc*5eOoW<0Svdyw|sUdR#uCe;(L&SyCG<&h2=%Vo#{8G6AAy~-H%@~WF+4qNg
zYQyxLls|!bHm7fLLab9rXfxvW6nm*P7D&86E>{_Bzdc&kQ>1G@XQvB-g@{bXKgG@0
zoF+ddI(~ZjXU~ousbH6V8&5}aafyn0K|{k}jfSsnLs}sTH6T#IM8ojg0Cmp^ahctt
zEHYS??_NS&CV@-gpXWYjFSYaIxmWqD!PsOA)D)_4tg{1pybAB(?f`K^<jSkzRe-SP
zsN8nj^5wxq-KtBEnl$<%<`TMS0#zqIQ!@sl;2F>rbhy<4H*mAyfFc{Y^`yhob?^Nu
z&7#qap~5?y9<QW9pFtO9wo<kGLr&658IG2l<4nUdLAW57bCpXnrDeU){awsAGAhXw
zjHfn7?Q!8~iPqWaA`8Sg0>BdKh<(4A{_%E@^O{iJyHO4KR?*uPRt8!<jWq+n;Xt%7
z=7OYPn2+}>UQ!4F_+UZQ;?ihE7_^2&fT!tgG(6Jb!A>Y1271+@e!sk3qkY6$ZSA!y
zP&T<-H-+n+4Os6vBI3ty=~1YGP+HcDSNuO-9}Gb1AWS1`YHb@tgiop^JCM!*KBiv$
z;`p2hr21y~Eqt|($Wh&}2B6J>J2keRlbzv|N1L}mm6s|pSPT%x#rCjf2`|B@Xdug&
zm1^S?{t(u<=p)SQ$}X4U9aU7^ppzjR_1y`r!Q`|&u}C-#JO%R|0lkW!b(zlnl4>4A
zTT~yHcx2L1qnPI0CrdYO^j#_~lPwbEPd_%<MoX4Ibz7--z#~<`6LyZ9JDfT$tuJG`
zF35zMuZf^6qV?7MLKFKNPFe}HGQv^3wCT%5)>(Yp(Ya=_HW0%FJ0@Ab1p*ql=K3>b
z>bWdb?T~E8lO@mWtk%Xw5vHjZk4}%AmR#-cg5^#Xg9^XhWzG7%sYdt`yz&q&)0a4M
ziGZ-ZDh%8Lv<gh_74?TOsh#bISrSJ*k~y^QNpN#Gc{#`LKq&*hzhK8>$=nieaNxQ6
z*L5n5Pj@mXCExiiX0>T84fzTEAKuczddHvHZ8It>o;}Q>_f4Lyn8xa))o@&*{*`Mw
zpfCWzLGM@r1V5OFP(rZXS3p;OMx%MG2J(sQ?p%i5-Ce0z9vKOQZ*Nqgl|~g6+&1pi
z@Af;@q}$!Z3Id<H{u;GA7ytQ1tkCF5yzSZ1Bbz6svg>P!g)~FK?JTT6q$!u?wi~j)
zUVjaF_0Z~*=loJ}0fi)4xqF7`V-%-PN6a0dvO1(fHh8#_Od3ABNC(M0L{19*xN<zP
z05idU51*$E@Hp1*e_ky%Z^{cjy#Q-hc6JUCI<u^h3i47?5<IGBUi>9u*Hy3L610-O
zR0=>O_$-WSK8h(~?vr>pd^*VB@##{L&i&Ro3b`OlL`=_-Vnx&Pefb-gLw?*iOK8>(
z%cN{UMV~G#e~U8$_&hbS)^q<#{Pt)MSU%#SC8QXIXKDYrvHoaXJYQ`XtI6u9r)4;)
zIVkAWuj^Hk_uscWK@^VREQbe1pvQyq@$cQU<R=6}QKml?s!{I<J$^M*8Z@r<`R5})
zQp*=s8Roi-kxZF+Y41dS2UJKdeJ%aSLsg))@ME;$DCb4}LD^c(+(pQl)yPJNh70)Q
z;6U`H*O-1waY-d>kyR%A<n;&ZV;+zaUIofPYXV(C+J{JLC)9W^7%puUsD=-BkDN$^
zmJI3-f3Vb;DGQt&Rov%Vtl@^(9++~`iB(62ZK%Mkax9lvL_&AQ*X#JAps$Xv8VAYN
zJ`N=7a?^D-&(fELAQQHi-WC@?4f1$%kzH!(ZB)t=I!?5J9(*P3FVT(Pa$g%X_1!y~
z30<{BB8osPQC=ezaMooxwaT?67cvrXCL1h>JK?f%FyfLA;v&NapQd$cBtO-(X!W9d
zB?!ccAH_AAtv#enP3jvw4<CvGoWoA``1e4eiq6=cR_EF36IXA$`ZLM+{-ITX!$tT8
z>m45hwklsSr5hwn$$<>H$0z$pDJZzYjtMc)H`Q0K%(>WdC^>b`+ghtbQ)w|RASFHo
z%p5%o)Hwy699TDRLfN)G7zooZSKhrR;X$cYSl=!_D4xnp<Eb)VdIau9e+!`CEFZd{
zZtf)cVQ=S7`V)~2IfdHp-W?(@=$G>L8izvb4O$sYY$-tzOI_9}j7M+G#XmXHTOBnA
zjfWz9T(duRLFb<xuq}Vzw*?<_Npe9kj=@R4W6lkpK>x&z?PEZIs@ows*^}2|2DN}m
z1HP&b%hy`hD2voZn8HM=H)g`IN%*(OAZQX?T~=$D%%z+pKy{wXBCDyc2@j6Wc)L5<
z0-8B1@#<-wj0raAsL0-NIvU6ky1VSzNBK}{*@c{wtch3;{sm|sVlIM}%Gn&Tkyle^
z4IJ!0due|b1x<h;q1}ecoQ8edU?@Alyw2-K<!_P_?{c0^pEZc;F;UAB84NVP0`sJN
zoAJmjkl)GL7<k6z0w7U&mb`jzOTuk*pPRHdum`)hd9z-<R?`gG2kr%X>_ArS=F|}>
z)?<Y?sD3xTvyW@DDoT`oKO>CCML8>nRpTQT@@IlTY{*?@`Yp;IPe8+vAn#|twbwhQ
zbF=gDfZ|Uq)n=^O9OaHbTcZH<fqxBLejwb4I{_0!{?2J{$+IMULc#*>g<*|XtY<vH
z`Xd|4%MC0C>AwMAxy}np@}1E-Bd*uY0uHnMJ3kt2d;P&jZr?V+lt9J<T1S(8^AY(s
z_3iY~VuDGBrSnxM;+|F$j{+IZVsTDqr;B9rG`UoPP`w0xM9f@{Jhay+cU`}YWDBxF
zJ`#;F8jx3e;SFR>ABV*)p)Pa_PrlRqElHFJKFOWTjSb_GP;-cAf&F&zRREj}kf2+-
zlcXy=4!DtQvXUU^v2*m~NN$fFE@lvbzOFB+5AqLpWYSV^z<en9?4PLh^*w_O<13US
zA<73B%V6sA=*#`z_Z2{Q0c^vn@vO|Cc6UUfRpeg${lhQ%?g64$D#&rUf%#5!UIUMe
z`<^TX!-V|TJH3@=WK;t?wugt^^{wR|Eg`Ck_+J1eMJbcw+4$qtowK>MVLcEhKvgRq
zaNH3ks8;UU`mD>KM8D~3Ij8|d_)IEvIXCjQcP6iSTl7}gKnP@KX;NZ}QMcIYFe@JO
zo?7STZU~T-RaZ*mI6O!dy_jJX8=`DE>1tkbxNBnzObGTVGR{@%VH!xLFcA^nq_D#3
zZLh&824~9w|85fZz4w@|<IC>??OwOQFGo@ZiYu6}X(%_Jk@0Uhxsw?Vs4|2|E*qTC
zp_EKFW!r<bDu(1j_x6^?Em%B?4=7GF+5;~BI$QrU!9H(L#&`S+^B>fDPSBbas$W79
zc?$v8Zd;V6{o~eZx<EGL!1NRk=q#3iBJ*P{qdwJPoaF4~Yl$rRQK-H*2(3Np8kc@C
zOhv)`_x;*Cp8!Df@ek;DfoSZnXEDhQ(ikoXFz!qY0@8N%W%|M=bvjizt2upDPJm<t
ztG{7{6X@JstFAFxJk*AEg3k`WaCrVcR#9V`z09#rn5W~&k%98?!F&3}Vda^9;=&1g
zWwL}Jx*3U66zbZM<<BpB1bSSubTam!(x9aQ-PucH0+JM-(TIE&I}3gs4}5}qd4LFr
zigS{BmR6@h0T5K^ARMwg=pyJ4W^ksjFslO||2qcsN1#*o&ISrICN=8$HPAm8cya(A
zgfN9tt=IZ~yTt12!eSg23mxX0K|YO7i|*z-3E;$q{NWK3_vJKi*KpfEuq(GpnE>_J
z+|N|2u|?sVr{PV1SV6?@J@NgZTW1|{9$L<+9&lG5_KN8g;GXP|du|8_GmoS`d_1M1
zt{yvI@9>tnp(FrQDA1LdC6lzITRW4ABKB$_BrDR1DC$j8BW(A2)C4_E0x%BDOVOFd
z4SH693;*387>;gnv4To>*apMDHB4kKXb@1(l6?ogFHfbdK!M60WA7pQ2z}VWv$)j}
z-vM#9P@Mq#%16?wh5TS3ZvqF6sK|F?ZZ8KOQ!vo*3`5Ur{(XOJIryM4F67Ol9P+z`
zP11^VJTWry;DfIJ;u%^soCc$tu<*<XnzEh!9Xs&7%)-m1en&57H*VsSc2?O!&w-sX
zJYtl{<|tEW-H@}<rCj{rRmf@kBL+}5v^0;tiw}VQ!ILk~-vUO!w{l@{(9YY2gA7#j
zU+p%MUV)FN;*YFy1g{$Xir>aHDh3gSmcCX{oLlb;ctzuJAcrol9SN&Xfk-rKdV;UU
z)DB847>xM2ksvyeLQ+S3bCW;bR4K)6DAc!`Zl%Vzh-uNysD~~<u<lQXmGUoFs<2ia
zxI~U(VmE!CU`L?PL_}1gwn0x_!vK(P=9&wu-~(26r<VLzKmMM!l{tKd`kR!cN>I?-
ziMYNf3+5vGL+X6g>F7{R4zLI4c<lIqeH0Z-Yy}*jxa{of4TZSfs2XS694(_dO~Swy
z%n<i)=#>Qs6^>{r2`+r8H5GYKlC2cQWCjk+PX741Xqa&CiT9s1r_F1@cTLK@79Lh8
z=9%$-G$IiyNuusKRb2NDL%i`+1t1vjcX~$Cz!w!KsAR3MjWPya(aTAvxXkTk2L&FV
zDdTfauj~s09|)k4kqQYo^mMs3&;&O7-9&PljcU2Q7PG^yI|L_~K`-??>oeo_h$^*P
zqOW!|Xfo1~w+zPvzJMDa@@JTw+%v2}zfKdBMT5{3ef^n6v^Y2H%}sVm5|4}kVY++k
z9JX9Mhb{Qkik#(R=JRK-T#9Nd>RPWDEZByAcX&OW`*qQZ+b&t{*#coD80W=~AHmmR
zo3E#S=L1CE8u?M$=Q78g?`6X|Kz;=T5*XG8PxQbs#biNs^1|AvFL~{nTJKKtw7e#K
z?+KQ`Fw*f=*Gh+#M!eN~!Q$x^6spl&v{>g^aawUtTEPf1d;V<WMHl*s%P`^2uNVhI
z(Ux!DW#3Oer&~O5Yf4y_;}C!59uqywU#eUC_D%*3VW1?7LW6AC<greI3n^$y7V*iy
zrzO*;k~UiYe#-rl!ro01%QlvTa~Hh%4FNGwFoO5X@5C2clZUVbs!|;j4^-uMniGzq
zn;o~zKxo3#2I_-+z-^KDTTSWc!}V4MPJ4Zp!6J<j;B%mM|60Mgc>D{gt5R*au50aB
zpHj;OY=pdcn=7NLXC!5)&Qpl0B0JlC_N0oo-EoVk=)DN^tdH$6TWK^!3;gSPzXY+|
z6kYG)2?{QRzgDOlX)+*0#t#GxcAhbFkTtFUEwe0}n{m<Y1E(JgNz6dc1dQA5xfZBu
zwR;rSL1OplEmRZliap6VGzdSh`|ZyIjJOBg^nvau5Yq{@72yWka9jJ&1koc%ekw^o
z{1&eiaA09$vjgXqO#=P)D|~VU020I`-v<^6-p*q-*LYs{5&TrApRaX1N$uB3Vh_{H
zt_iOex>nciL^+2Zk+$iM<gBnUN~J757c*g(tX5wy=c*LPdwu9q7QR5;{cSXfH$6c#
zm)`T(kd$^#vd0gaHG}&hiUowO<*s{|2yT-@O(3u+ZDFZwMRTk5hMBy3T5WLB*K|d0
zRI387#?K3&^G!mukJsAYQkO+uvFiwXU(ek_rvu#M%%oIXUK-}3>az7bnp*Kx|D@PD
zmpSPUrrZ=^t5$r%h+@}uWoU4n=I3J%%^v<zZsh&C)u63}b4`VCnAd0-#pkNluw!QO
zTolYdMK;@q_g5JnF9&@WcfD!y?9Q?}rlb0&48>9~>Jt9*3IO3Bhy;^N>Og2Gf&y?G
z`1`3|6PBY5fQzICTqFqBUujRTKuL;LynF5mV3(_tc^40lu^1k?x!JUDFJFd<NJd0N
zSOHQpGA}p*$8vsK_~rDzp=^#p3&ye{@fN1_?Ga>}@JT{$10z#I@3Y_fsoPaz1}X##
zeAUTD17fDB4I#mnT1X%u4AyyJBULVnB@o_N8q3I~?m1LcTSJ)v$rCn6&t<68bE@L(
z{sHU@LfZe%T1z5XI?B4wIeX}gQDuo+qz}PJVP?%nh#NKYw6<~m2@4v(_!{cCPq!e}
zbP6;$=c!VChiW^n#<Nm|;;tjf9>Kwsi-5rq@o`K(*6Q66L7gEk*Cdd}x^zzPU76?r
z9haIUdt1BJQ7u-=(Zy!2fArh8)q5RzsCv=b&mt}x?Cn)5YbVP1Q}JCWrKDyjtPEYA
zeTocU2HztYatUF2IT8d*jTXYR;mI?oIq-t@qQWZr@OVnT)d!dP<&;QAv>hl2!A$c~
zLvjNc{)_wWniqPU`i(`cBqyfg992qr_Z+ld!zYVV7iQ`7p2f*dSAaD+eYS2`YdM%_
z4PtHNM@YM$PT@uc(0Kwj1|tmkgl>KO&>dQ@!$9vsB|ZG4MaQw;k0)`D!P>+`#W25L
zdwcf)-$}`(*xq$sH{4N67G9+ZsMe5%we_N33#;&!X(5`0WkG^lo;nPSZ)>*|2<}IK
z*XsLND78lR6T)+)N?t`QgoPR@Yi$4}T^A9op+>c6dH3h&2{1sMBkAjhkDf^A=<tCp
ze?Kkfra(m@(qd-MONxVh2wv4kgw^`jm~P2$yObijwMcPqqNhD}fcC+3p|iohu0vhu
z^W9|6`LELZLz^o=yBi6ACZxhCr$-;x$uyoeXyA^!hhY??{WID0m)c?by072eyL4DN
zFn;e+9ly)3OE=4ZZxduCUY{HB>3DMHCh$@?>*y3+F<Ez($1blSG&?)LG<1XF<v?nP
zCGycXV6_((o0R&WgY6FA-i`u3gGEr#JdAlIF>_nD8B=E(x4+Csf$A4?(SPuCU(LH`
z4nYUmfj!}(VF3J8j4}VLPFq^}l#JJ{A0Ffb{LOMGvxCcZ*JZSNFBWKG7klSC<Cn{d
z`=b&%NE1Z*N)<d$4qHL70`41x#f>2tF`|7qKC2oQSn&4mY2w)fsiFlSe=3`t?pxIk
z6^v!qN;zRX6}IuS!OilG)f@gdrB8%t9`s(mqT@tOqxDU+Q*}cFt{!XXRnWNRW}P<q
z+QA11B>?tce*n6@(G6d6g^uVAV)iU-`Elxc`ME?Lr%oYZ0S3!BM_gH{>5)VX?c3m`
zsAghM%IP(*Ft6J@&*Zm*uChY+elf(jAnZMT!2pqeR-;Jgtw<h76`U889^ifW10Lyv
z53pWjtvhPhPq_a+^4ecc`oi<xiUq5UpH*~hSN%6ijLppEFyxgnKE<2AQ=BUQYxUk|
zjSyBa!yi|nc76f(ur&(D^Hm3kD?*<})5?VuMCH^h$`*@er&Xt(0i{{cg#<8)2!!+y
zP6kW{l_PNc*SWT01U6HyfJOzcX9|)&_#^TXfKX-R?(v@%-E2h{##T9c_>x@;YiH!m
zz!2V-j&Z1u5JIIC{@4shL*JJpW)m^UQ!j=9Q~<VXC~$(5#EAm?Sl+KjRIRP?A_@Lr
zyVoQbwbHG5uYO5h_DIg=T5xh{y;)-<iR68#>1{KvmT6_9r5JHCb7O(jalU44xq5Bw
zk4Itck$a7~1!{;{MPQc{IXg0i>Z^5&J~+8>x#+eyzvYf61!(<fzB4hb={~L#x>}n}
zgwh|b@EtPPs~RL<*i3$t*K~m1>7W=>=Sjo#*TJOD^^c4CqGsYsS>L~7fi0RL-R^`t
zpp(OghDPZ*JwJaZ6cM9)8g&bS_!fm{)B^Pn!BU@&6I_`9yH@E5FuPIe4oEgW@KA}l
zm^IazCJ)t}kf=uRm%1JKai$c5-Es3|+m-5zUC?{D8HySuyqY0cu-IBz-#I0+Ao)cz
zsEq@All7TN485cY?HS5K3^0cY{=L1Ut*DvA!Zy}nO&zKik(~T`&E3G=i~++C2bIJ_
zN&Ni6yRMk{b0Eg3c*y6pt_?DfxfGTxF)aTL>E!kg__yVxJb;|V2OrP2!lJ(!{rpWY
z{9$Ph1ROz2mQ0}c6zJ#ifjJy)bVK|kRi%+D6W-z5CAL1$g_H^03I_XeK40{Bb_nW2
zcAYRf3@)V)A90L+xwC430bQ_<%|_W|hgQt{G!YSaao-n{2Q9;z{+t|`sW9)L$xl_?
z%C#BYY^Uek<|d{h8=j>=-Y(%$*p79h(sFFK36YVQMSGW^V;ld+lS<iVpDB7E+lGDh
zH%3Ca78c1=>p8Cz3N~GiTAOYcXMF)y`tcFZu%8RZ1)mf?kJ(5_ub=&4f9`aWFF?sr
z&{{Mnx`6)v@%>tN1y{o2CVBTVK9P$0E<DD_^gaH~q#hT+s#Gq$_U2=*kAca9A-S1J
z*Ftj@(d|^9Q&!t84vgIO7~u^F*4<E=*_3tM7D;GpX*|aqJvMojNEt<g7$A-S7{2VI
zQsq1pSbUm!FVw&gu~)I4%&fO+4{f2c=sFnPGSr6;?bg-kp6=lo3~;qUmgK`OjS*LK
zjP-B&cO&s{CKN2z&ATPl)`PcAJlG0Y0b5V!>(RBg_XfH#j+v_c|GU>w+4f!4IKgc}
z0_>z={T`-vlDQvcTr&QHhe>|21<i~4jEpbE(j9O2P0XZEHW{@CgPy)FQtvp3>N;5%
zS%xqg*!Fi8GtR4c4L7+rt%-&}jVVuJZ<mv-Zz6u1P06Zgx!Y>4di>Yvan0f4b`*p@
zMczL@7kflT=z_za8OHUwssg;=Barq?6i7cJVIZ4j6^>>_=WhO84oz*o-k2?886xcM
z_MkOtzKh-RMAyKN-4P@VHRm1EIi2fPXRpOhL&HC5z1XS1)6s?CS+fe!Qi!y$rlM^T
zWHDcDnpk=}9KD(Q1O*9*Z>kL}Z>^zh+f7|RjpuwAvi)^lWZgc8$WIR&Ej~hVtbut^
zAHfXblhNEf>&M$7#<F_VdbwTDb`=o5+mM;kUsLe8QKjitiFg@kfsTe|?K@cUJBuvP
z&N42rvur$wMM3%k9&9wpNC^dY?9a9p+!-n6y&~n^5Mu$=kdWJ%o@WLE|7@86S0w(n
z*DPegv~>64Mlh4&vE9UvuK5yx@hOo~)<1Z2Z&;AHf=M0tE#b%#XD*vj_sm~M`|KyZ
zXnk*%$Ar=VL&z!?6qy?uSwcR_x(E@HlUpY1YIm}}Z}Cc&W)1`tr>_bGo|)4CxR!e3
zJVT0X{<1dhp`+oC!A;7hCUh?1(a&b(Uzb4vrs(w@NJF>?q{&gIBhLBmH9&!ZtHs2M
zdo%G7Xp5Fmvg#jEyBk;*T6>~jY|8)mNokh+lWd>GCsci|mg(7!H^*8hyo!d|k~Y1?
zd<)vUyAQlqCR|=e%$>GwD)o!XJ+#)1ekA^hjy=);7J;Y^R!$D>18IDsYoetqX%8Go
zX>nf7z^?JWN}m>yxGbR(X{vJJ%JZwTa#~*AuiIJPQ7Vj5?nTU=)D#&itR1<oExg^`
zdZ{FQ5`93r5N_WZb$22#U`<l8$4XAkc!yD_CdHycY_{YA8Ru?;3wp_YYWedT6Q~Z1
zp9wPaN?t1V)D$n~Qws>lN^n%u7usQbNEkyhaWkY_*!-}rdn$Qhdwh6eJ#Y{elwFyV
zfxdq>aKkAd!<gc!aL07av6Dd-;(t}#k9lCaWm&#egpNs@_36n`6&qMvM)Sp9@O4tg
zpHRg9cg6jf27C`Z>M!^U4dWQ)m?!^EF#@0Md-sUcMCB|{&+1#j=>-D;c&7=I*Fr5T
zjTqzd6vsw!)f*(ya@&}Dn@WRztXfO)_w+{w!fRX;yo+G_tqw&05bkz<A9PTcS7|f^
z{pfFS8;=jG2$>9uJ5?6WTOni~%k5clL#qg`2T!lzlCyzMG1>P<*C5Uh=3}R@tTD_o
zwi_FA8+m8NS&%(9^o3xxn2z2aV7kA4ziK!tRa{p&1i!W4x0ty!nplBRQGNXX)w~}(
zqSu_|DFwz1U8M;7B+Jpdq&ucxvJjN0zBW(J!%3HNccV(+pp5ifR5CVW1IYH`Dlm@}
zE6xcYKkj$Af`Of$XA#UjHXgHuoe5y5FPIU@U{RhCEt`}Cn%*Mb(_9I=$HRcH`T(Hk
zlAN^R#I%DR4>SI&$3LGI=aALnK)p{eJeA|dHO!s<{Vi3UWT+^8%6Wx{?6ECpj+RCh
zju80f1#dZKqKG;eX|e7gr$$j?UcnS?te(d5d<A;qhp+;~*!ky3{7o^*NIpHB)|Y%q
zWuZDQyi!N?t-}>mNosZLHWS;V-eBAA`Q^jcO_AN!$EXJWAS+vY8I9UY4liO78Xm4s
zc26EYs-gHqx$winfwL#lF{5?Z#8KF&%BzS8l{oEbx17AN-+_l~2@b9Z@$?JPaomZs
zA9w1en(>`vFl6aSHfQb;+;e|B!jTKO(9!CnPl!%~q5vKj(D>wYCHQ!_I{s+iJl;`h
zszk6!#l0ZWyL+d`u+wpB%J7NBL|tXH=S~Fk%6Ky-#rU6VXcBaL7fofd#Jrc^B;WnH
zY|_yEcOhZ07u7_>a^To`y**8l9YApv2OhLv`SSPgaCZ_#42ia#4C_kAtXm5Y7*1Tr
zwl!Gc%=fgG1bZsNlToLWQ^^Fk7W-r!lMnT`i3*2+9|C-7%!a+Bg*-js8!h9}8_Ywz
zKla#TPhY5U=j%JEZ>)dq*xrUZ>@j7);0Ax%S`2mf&*Z{j={N7<-wys5_+itK_m*FL
z6tdjW$T_b2x|wLNtXb1560Xb)ZnKj@vlLr)vMWAUuxoeanO@s!{Ok!{*m{;jN&QPh
zSs7GEARbDbpHY$iNdrN8*rD<y7{tHxOI!R)`-gAIC>H5WPN~$`fBu~<nJY&_QqOrM
zV%FOvE!W~hL-PHV@-f7Q1h8LBFThiVn!OOv_Om>-RIA_(Dxt3?-TWt%p0&354i4Mm
zZbgk3O)d7ORb*wu9UR1t_P{W{w%<9|Uhv4q<pMNmm7$OVT|Pe@SctCb>cd&6*b8q{
ze~GzyiAlUB=1!q<YS2||OAT<~#_Hg`?188qC5zr9_lLbx$t=K9Wb1l78#%8?FhsLl
z3X3%!KE4;TR3kvNoVHo7K{N3T93FD>-fNVF+gycHjkB_!zwp>pvlN0)R)J)&mqo`r
z-)VaklawVcpEvPcaAaYrQF@j+4&i?260zP+OeXGBmp0l{v6cAZs;IQXrO-E4Q+!0r
z<2GEPsp0u$cQ|9cp5RvC@bT(_?w)gS<4O1$dauBEx8S?VLrL7=^+G)a^B{6>Hzq^u
zBOuio)3rhgYaA9GNj%KlN31LT1!FFnw#9Q6<ffd}211Oe|9$6kFO;a7X3sdvlsX>^
zaCJQ~15QR}jv6J)%VJEQ($k7fG8(NWXt<^+Xw1}AhK!CV4^n)IU*2Q=HEpaT`=Jk<
zyrM}nkw#Z#n0ou}q_Uw`8WfivvGo-dC6QQ-ToaaDiNhzpge<pLuo<oEfWVc{UsrkX
za!m~qvCprIw>x*F9^AP|$9h%GA;=u1(O+)m?fkSG%gnyF&-_PU&swpm#`X^s$!KG}
zZSrSz=9msBT-y(R-PPT1Cqc6PPCLD!Q85=<kIAtTx6bGLpWDMk^wScFg-&ICsR*u%
z3m)`VKObkKXt7Ej-meuNh4Yn#jaC)ppFKH&wsJ8(Vq(%!AQ>KTnX(K0xqS@n9hy0l
zlP}3HDfxN+3NoCS@>pbqmo#Gz-YsNX7<)7z;XND;52@OIvJNu&KTq!a_BVJ{X?A*A
zn#c@a{qBgBaTF(SE|E&w#W6R|yZWWVWUU2!n6UUrpkw<<4+otHISUh&%t*DX1M@u>
zeVx8~kwvSX;mqdgizXJ`x85~QKhKei3S+kxxu)Q?|CmX)QuLBrIXe`#j;(%<kO;4m
z2_9_BJ@byv*ws!klk|4qq~+sNaXol1t0)UJ8{l9o)?fzB_#r5Thy4M^Ag3h|wBXxE
zn#c887DU^9^A%m1YJ}usV?HP!`(6Rfk|K%3{MKoNoeRs@B0Kl^r>U4?T|i$ZxW)C0
zS-ewEI^JoTqCKe5jbADVJC`VW!G=c0p=p<fn~v!}OAiMm@)sC_PX#ZXxiRdnw@wYC
z1xNEN>X)9$zBm4&&pg5U2OE27P->x47_gQw!dJ)~EvMne+FaYDc0|T+?={y~Kxeiq
znpa?l_D;gCSA{tvF**02nFh`T&sUpBTdhq(nEv**=1w60a&)K5(<|$9<r)w*eXfji
z9+P(IZDgT{UqKdmay->|o|Ud+^gfYD2VSWTRH6<42QAG6aQ^w<>-5jdXu5?^q<rhf
zN4lVmmcA!y-NA$>HNoHLg0eJ<KZxs{A(~%O<<iNx!5t`q8}`UnCu3{?_1hHB)zwR(
zw}<lKXoce+D@90gp*xB(px)zr7q0|cKH-(Zc&OVCbN&1*DVjg;%cWgG`*Kj9dY}-T
z-ZF6wP<4Jw8vUGB^0-jG2I~m&HS5Z#DA~@+cRTskuV;zs#d)8-rcBR6G39y1`oO_M
z;VC?2aj|;c4)>oYXs0a9O74A5Z4}(IIwrVvvg$tO=>3A#-Jc~nf@q?{_jGr>cvFjY
zr)u4%=OpgiN=rn|U|jP{jbOzBgx<B3!ZAdBt~50|tm_2_*$tnE2K-z@$L5Xw*iGG<
z4ywK=UV9cUF3`h|k6}^p&Wi&d-am#?JNhmxG&PNTRY1u)zY2P^0($!xk?YAvN8#PL
zFM7rfTGmfiA2#gM-{y}uKb&y%HtIk4w&E(#xDVwrwR}s-)nD$w1^0V%#V@Undp=d0
zXC7`&s0F7ge8o%XLKq6_E>=)2J4v2Zf*As49`fsNI`E3b{U_G=WQSw<MqYm=NkwpZ
zrdr~qu8FU~mG_be)32cy1a;e9L>PKl)q^l_tERjs*KM^68?q)<)jLl6uaYs={_MP*
z^uKh96_hpcZ-Or^WCR<D-A}tSSp$@5<=Xm&lN&kc<jM1Y0%&`Iir8CC%d_-Fpk_fg
zluIAB$=u-IEBJ8eL3Ku2;v1ougJ6O{A{Zr}^La@{I%j9{7)koixc$8V28s)LrEVen
z$zKUr;9(7u<PG*@^`cMd;(YQEpV`3-Tw`}fl@e)L%*-c2Hu8KUb=PgTWe{O1(l0}!
z4m3s#Ff2Vkh5#mm|8E5LmkfCk=Wxoqy6D$vV$9m|?K2@B9qV@r>1}yF9z}t}KgGnv
z^7bVKS0u24sPc8$G-`Lv6GGnHp`@W&{1Z^mb@~Rk+?~R^(dV^#TUef@1~L*oMvhdO
zHaxkTN5AX>IoN~UbBrJYHW8m+KE(4cqg{8JVxAISqho!97cw6wE$k8S9BfiGHMUfz
zFRs7l2;vSbPfG^5BH+ICBS0=PBEb&0)}>RfSw_Lr0a+y5G<gJ6CfA*N)ZaV9V9lk*
zfo~zyc(QU@lPUNh(w7N`A9|CK6DJw>>xxd&t|y*8ZC-upqV;))d%Ynw_S5$rs`bIN
z`IlTp=UenlT9ds}72?T#fyO#??|FzJM!z%noonp#2MOgr@&C=7=`rS_rI~wgHtHr%
zZh5;mtl`3OH=D{p3+R!^Yr}P~4~>FGd)I1+?D8}jizlw(fT??sIC*&aq`|ZCKd@8e
z9d^U#x5)<k!M6A8i!iLRzrFnVu9R#?=iJ?Y-p;3jFW!ti>EmMISMB4GlgH!7f^Tz!
zKb_KDAyksw(KKc}T{*pNdz$=h;Kx~vA(etV4tpQNC<Gq~knI+y>4N~3_?Lv3bM<QF
zSLLLp{=_hD&3`2T`{rSF$#XRTdLUk{hXT(n_|h|(;VS|<VKPD2-xZ@iyipWnMAaD6
zFt7)(v1%|Nmex;3KvNXH6gDd7K21ZKlIBTXw>c*`hD7AD!FYZ3r2g*PL$swCzwCIP
zYIWW2YL7}(doBhYy~Bo9@c&*SaT>+yhVD4zKwHh)5qZJVWmK+vpJyFxCla}gUY^ip
zX#_=7&=*aCrnFT7obzC#dG0p<xevIDtX!X=c?gP_HfuKXa#upX)(pkI$e0U1Bp*Kn
z5!-UGuCn1^7Z+HnW|D5y4h@7G@Miv1`v2a{hduvOe8FQ7cuiApkrJqK9(5<z*o-E$
zw{<~XVef9;_dq1SegQIzeZFF$?C2>G=00Qp-}{t}S+}#KHWROs4CLpPHuWGCBBFCj
za)4F=yZtH5P^C>KV6@V+5k+gCt0+ZvQvLSE7vMRS=brPQSA%_3S=AlVn7XOE*nKn!
zHqn4FP&h=ByD!NBkGO;Jh$sK!5ipq8qla%m6D2_moKLdCQhnf967+>%z`IbWH=sEb
zEeQAp4l=5>%qXRyw3WvgAoY%5is}D675edESd7t2{)=KS2R?<2Mxv{tJ!>GE?KbO6
zV}bgOb{>RjGZjE*0D1dt{Im7q?=2*JyMXsxZv<<Byp3nV(W;-h5M401*SG>uiAbyg
z{FKhk`=E!OK3#>#!dc*~6nxI)J_gD?5SeQS&2c{LPZbnEIQ@G=yjFdUG7b0ykwa3=
zAUv{ndSUD_LLaZC#Gx(nr)=|=$Bpe<T<Y4|_}?i@d@t7;D9JBp%iwzEtO`Kk@%rQ1
z3B=7>?!H=z)91i0WuBIBbOAim%;|-7A3WiD?-zTbrQ_{{_>kM&+vI2Zk532t;6Wu%
zpO)mi@4Yx@bD)ttn#~~c(?dM}qZ%ee``RdQdrGA!gtpK=<b}aD3!gO(vQNxp(vg8{
zI=&2m2>PQ}$>g3(at1Dv*EEWwU+^o&RoEG@{I+ThUdh`QNGAQk*=IMYW@Op?3G|MX
z6c{&5;!yyj+v(k(tT9_s74)?8=A+My1@ftU5y>yZ;i==#ZiYX5bR<-}NC?W^l`1XG
zn}2u%mJ0Uzd;u=!*iN+P=~aD35kK4B{Y)`XWoLy6XVBnbv}HKi$;SM?l&FQbIyLqa
zuM0<O6~iN~mHKUHaEAzJs<b`}w!Nz9eSOqKF}U}g5Nun8pYjDeHN|RiofMH<Iy=;$
zcyFumWP~rhP-iD=>NoUqD$Hth&bY_HY^s$6_xmx?tHYyYn3w%xSIc(-I+ua<shk}6
zMvpucn0fVO!U~1ffcso|Sr)@<Z!z$wbGq@tKWhvP(Fc$I6@leYPv~-|(jgfWt8>n%
zE`vZLqBee#nB&Tim!AwX(v!V@J18WdG&JZ`4Z=yapB@Z6N8UEkbTIKnUB8}D$+To?
z+%rTXuxtQm{daxX;@v}cl?s7qQ#4Rus8YN49Mf-z$Nk?y#0O8O@l4w3xV(}2Y$r7Y
ze=gTU?BkjRn-qnUhiJCC^>cnh{XBg-jh-j3-_Hx7-wU03l%aS_uGdby;1}y`?_yvj
zyYOsirVe50VZtT2(MbdX-t~wYCwc~!MiBvL(7j1zJCGBNNb;tD`UhYStp6uum__Qn
zmbmM69LirvoP&LhTPB=;kk=r;mT{0NxJbh{xa~Q07J?ep#&@ZFzi@r$5FC#ea_J^5
zEiF6Q!xvOkTc!b<zm2pK(`*EAUXElZ0PKuM-Bc_nx1Dm*4g#o3ncJ1s$quN8AFp=b
z_W#Z~O!+FqUcunKlpW+r<CENrT4|&*1n7<2h@I{cB~)g)8)D{<cX-5|ouBnFmV;G|
z%cvMF@a(3ot(ywc{yN<E)tF~mI@yR&gL@6b@#|HffPZjnv`SF)KKE&E;<yJ0xnjYV
z1m)Xy)JEX=fnSmsk{()Z%tiZN{E8o!WfP~tehb&A$IC#<TyrUN&oQ(DcCN4px5{iO
z3GiN>yUasFt4HXcYDR!yd)uB(9T$REM(h706nJ~6{89#;qi}yE8Gz6i@UF%fxy2j0
z+9aWf+3aR|1a^k5-LJ6NW;Sqbx`|2fVc@}HA()<_zk>j?k{RmknTA8LH#DQelJ`?1
zb7?Mb3FTZ?z8EB}E<iN_e-df@y^%%PSuuGnWiJ;+E7B<=qsU2i;dW$vc&4k`A!^9N
zuHBUuViz9{<xAhJuU@%Ut<Q{9F&T~MDegBw#-K8Ky!saMKkvT>PkliBKcW6&Im^1w
zhhnnqNd~{=y{0iLnM+HC1$MP{xfh&RxD#={5j(1xN69G;4DeBazD)7YxC>wkBDQYQ
z8a5~Jqi__e(HDbbH?FqafAE8ndemu>FL-D3V;3T$xxCG^CLbgj8C5BT);@3o53Kav
z|Gd0UmbX_<C52J?dvC@t%0We$;e7KadD&xKs%Qrd>}+w1AX2vw%PaxV*TznLt0fN0
zVh%)GzzE@S#PcW)4|*yhf9Z5UMrZQ&TE%c+U?UgVV}yo7W{$zKTX-g+0>`avU~|`T
zF$LJalkP(y;OMg4K3KH`ep#BY*^WF%emcCgV>8U-r1HZRF_RYb0h`}|DgMP`NSmF?
z^PtB!oD)#j+2|IYHqd8M15XyONg0#qx}R;;t(F3q+XwIH`Bdj}V$%zz05y9D^m+_w
zIM*s%I!Xj&KPViv|CUVujzD|xyKwZ&6<m%AF#D8{wZ{*?$m7>sH|D)3hHCf9rUM0a
z)p)%GuKa4@yUSiY9#3d#jqjM|tp0L&%0&-w`h~Y2uoqKr;CiICtlKJ|1?qw#<$(kS
zwpRX@>xv%*8&^y{0GGvY#5oKP>XoUm`WmH_pm<wVCg8?snau~N*7$mH-xkV5|6afU
z023H=pL>OEB%pY-g+u!-I#rLvAb-#xTGcp6CB|S})<A%JX!UM%Udbm1y#l$X<;$-W
zLEXY;9?BujMaTA|KA;MYtYz>T`s<Ps@yUrrNwqli0%N*oV{sK!KM>;c&6AC9=ZWy+
zL%@R>egE4iHiRXM9tkF+)A>Edr72bq#lqpTEmDX3<3vtMfo$|CpG<fke$VZZWEz-D
z^!^wmDankq$CI+iZ9_b6&Llg+$(7350>xIzUkBAuDpDRAs)y2XSO<%M0!!W2d7HYw
z>VJn~m`nn$P2YPX{S1}+2$ZsDW%#O0O+G4EcjSPpBEP>M{zT$wN}z7e_DC>%Y@f=Z
znwI_Iw_h_)Iw_@|hO4TD?<~#=)tI%blJUk`fsP)$FC|uL^^M2oUVTsrC;M;b>iJwx
z>%PfXcI56EhT>nlpcP=+^UHgQ7ML_&Aj4!UY3?cdKV2Tn$m$lz53}vc{7Kw#?s$&Q
zD*~BIQM7E+6odJh7W1*>P+ig9!2$u{dn2pd2EQr-gbruTG2$}b`~MF24{U9COJtHX
zZw>4RJ3^5^_Xb^j-!zV=$C{kw8t(}F3GqPjg0SR|G4>eM=Ru-#9W?o=fRqY~Eo+Ty
zqLd=daGil;Hy*<$xK|ZUb+DR!L@$k^4r0L3(ZJ1oXwOe``q!H57oMslLy3*wYt(3Y
z?~GPvNxS}S!`f$wD()J^fXd5FH=bQNajP8ASzTT(LIFn>^{1lV%5eNsV!AFW8^o)a
zje|YVpdr}h<^VBg?Kxua9rB|7^dgL$F+Jiwv`sE1|2_`<fTyLoYLLw#jLOy#7A^ug
zg`Qfo_fjFv;)G+eW>fiH`PR2Bw^khUphFIF9fbhif2gVbQ~itbnCI`3Jb`xL+Ba*~
z`kmVaRZ}H9xPk1E8e~iCRyi+R+YY}a=eQPoFZ?J`;05{iAFBz+M#kf$yLsl|&G#c;
zVvZa8cPw}}M&9$q@634bXb%O_I}pf(*O<fm#S3Y26)kK2z)L<aGq0ygCm*Wr32p_f
zeaQt`{rVeVvLk+>K-+Ny>=NpFNy&}JwV0yRu-=#737j#5<D+V++!(*R(l&I#JOsoX
z0Br6}Vg-c+l^PCv6aqujzW3j?4&JuVWQ8hO^xjZLV?*jAt*|_5ts&n^4)o}~ZCchx
z4|uTo^xjJ{3+}GSB31A%T3A4Cl$dn%S)<G$9z|Tj3W|Qd8Rnt!1uc53WkaZ~{hLNi
z6|(GRBP5%_U@HF;(@lon9KWr3wmPv?vE_E+{5pX$*L#9ocMNS~V7Pv#3592~R#zQZ
zdFCY2!*V(V$N%b3x$-OfLj{oPE(FRc$n@9Id2;<ngp$pb%l>g_Jy%Rm?+_QFO5aV!
z5vnKzPw`o_>N;_=8+KcBbq`taOt#8O%3QPp=b<s4?s_DxTLD7q0dc^2@94ja@@Hen
zsKe>VMGdXB#w?>+7#V-4w7gl9sj1b}hS!A%S}hVl)D>D%L}`WEW`q5s>_6Muc*q_i
ztdBio6#3FX$n?JmdEH^oO{eYIEVtc;HyFnAhR7$dV9fky`1MDBl$KndaUkt|rwtDo
za+Mc#@OJiudh7e63EuuG93XzmZTDWz+q)2q$@km&*2aH^*Bsdxx-vL8HD1)w*r4M*
zw-&CzjV-jP3NQ&1RuC-*Sc$keLG+T|lttHJAvg>nvOSxUt`QX1L9w4Vs|+l?Ocao8
zcvOlO+G;%dt{-d@b`knTi;1&Wn`=8*1Ql)?>3|KPajzNhYl@@Pd3UNPUh1$7s1bLB
zQ{j6<2jCc;_Y3_q9-r9Ft)VJ->)zf=yGd|x)yb9<S5?<@ry_gApXdHmH*Po!I;>}r
zcy!3s@RVhfBx-lTDKFCnwAnq}n-bp3Q(4VJm_GOjU+NWUJS~;pW7*fw@JoV1<Aba$
zs{C&<gF8)1-nlJw74oe&613w)h#9<bfCtzA&nR-LxE8?qHA_Y$hpXDFU1Kb@T}5Ho
z#eGXfa)8reR8@=ES?rYKa_iR{t>+nolSYcE+(u4`wakTM1?tPn{{~;@koYjBLJJ@$
zLZ&fr8jz3bmuEjm;?Fv@5T@@GHZz;1LtiBt0h+^!b;P%tTOS&QkH`kby8oFAm;_Ud
zzMDfwhh<}3mC&z)YRX)hmaDpx_GvFF>(nf6<bJsOC|aX99x)QZ+!t(Wq^79Y06f~a
z>je^1>NW?RomTtN1<_Ujm$n2zxqSY}2Eyv96Z}zg@Oew6$Wt*tW5ivz+R6eX_C(<O
zmbve*Vs6F#1T?YyUpe64!O#YG`FSCKI^ErAN#+XAq;yZ0;vz?sD%dLXxqtox_b0*z
zY$_X%(~yEo1A=DZmh#1j#dNV2thw1IAU8>MY9CEC4(!g3g7uLdvF3(&i?^+e{q-*T
znOD)Y%@_M-Yw~+~kt`mCeN}KaGO7n4zDNgptQE^S7A|-_xR{i>xa^wc`k_(Sud(qe
z)d?EHSXcjB5|M}k(U<%H&8KjJdNzlDswT!?;lLs2H43kI#mSb4vzarIi-wO-6>>R`
z3d9R;-a*>?_#e$LtdfkLZ~`-Kfl}(myGfGdgZShWLFEuEI;f>jxwVYs<=RY2Zffe&
zfPlWu4pNV(3-yKW(HGv<(|qE%Sk3Zj;c7gcdJi-tDfn^1qkm@&{O|yEZJ}qWZW=52
z=#S7G{yaU`LrJxS(Eg8##mdI-R0M01(h<Rymb)2X|DP`m>>o=A!Q=3ntdv$*0^bX8
zNrk!I?Mm0aiwgj}AD}t}p#FD(%r6l<F(=0SQX;X8V6}|@XCkx>4OJQtHu3q6LaW6U
zM`s5YP-XcQgIY;O!#O{iB45g}CgOd9;HKZ_(8ahI5LT~HJ(ZEkq$GIM-6S0u9Zp%>
z^@1PEL<GoFHI+sJ!Ex1{fDaKRer<8Terr@0$#!x2Co#i92;eqjIl%z%?)^8gF}BFx
z^U5w0s#f2#c2hr)yps1R7Qt7@j-KS}$+Lfd2zJD_#_}FsEHvEnYtXL;-EsS2i4vQ9
z>J8)je%%&cz98&9Tu4D`Gbt(#CuR$Q!zx95!0HU7>o9rlHKiajE;om<?Ji2|bb~1t
z`TbWSH6{yb&j@v09~Tz*ZRKgOp7Z4J3wqkUzVOJM`tO=NXdq?o92`g??;kfxQ47m|
z8V>h5<a65}Xv>Sy?Rdo>+1$6YHZzo%fVc)PJaPis!5;Xyn;|bS+6m$6n5$FA;fgtG
zlISJ%kk=ocI&hNGEEIDbuhlv>4oxK=HB>oy_uPu?n4=%`47oZp+qt!EZu@(4!J&4@
zv1hnp;ebjInMrWpYdFe4H$LPIF$WO5CcrmfyEz_&E)9aOALV`chu6t>*lFRAPSj|*
zdfioO6Wr6T=aSeTP}vL%?s;cQ&+EV7|46l;u(deOhFo^rL?<65FW|4c>t*W$`KaLI
zIk=VS2Q4SQ%mmRO?rOr}!pLE8Zs+->d3;h~t1B$3_qj?oJdaYVzmw3EYw?}Xhlq#7
zZz8YPM`1(K?3KgOcLR}>f~<w1whhZp^&3AQfV%u%#~sCFDha!z1}y*6-HV<Egxm=V
z*Ko;h917V{N%WkAWBE6<`>zcjxY<bF_nyikL|Z{G%6T$Hv~*}+oa?OMH(F6(1sI|$
zYP35pg;hr$t1)m2JX!GV4Vs2tZ=Bcob9Ukh6k6HZwPZ?T8@JM`9;Fupff!`|k~{yS
z_KUEYpNa<S3#$k=k~)-s{Z-uk9!mRILH0kN-!3h%%ogBW8?voASmTiu+{FE(R{H-)
zd+VquyQpn^4Ae(dR6<1wrKBWe1cnspl!hS<T0mf^AuXi4I|r#jS{enUa|r2<p{0iA
zcLsc(@AX~3f4=qIt|bD_%zdA;&pFrL``XtQDfJX+X(p)4A1r0l>SaPTTND5Rj@zO7
zC5u5)E?l-N*5+eaE{cZkhYUZMJgy2VcT{~FJR#6&TtD4xo)W$`eaRj|8uec`Eil#I
z&N;cb#R-cYBWt0H=vK~LtiMLIu)BS%*k;`;+wknVth@-9z^5)9FA@_FdpzX=4E5RC
zPB;Qh)DJCk691GwmlG}AdmP~CdWYdb_^fM|!V721Hbb4xVxWKE`QjuKC#^TaX`2!I
z*&3AeM(Lv-c)Wc7K>79!#`F?C#j)(eX9NUdsFd5pOQLnpWuKpjLwa8LgGW5&PgVw%
z@jqRqZrfc>jCeZR$wg~|3#uePJiNj>S}Ys<Iz&!Au2TY6d@rk6>RK)KIouy*PqiV~
z`7&wF<%ow{P6%143doLoIMbY_0-?^uRp(q+0j+3%V#RhnqsFec!&YYBNAIF1Cxd7R
zUht~#r8{f1R(_nXS}C1tjkZFJHP?&TQ{}XEyNM&f?#6+ZFMCF8DX2$7Uy(FtNTl*U
zZkM84sJ`yy3V|3{0us1~kA8ggDd+BwX>omi!eH`}1}B5{N~Gg(bcu_%4;anpQ)bX}
zrg#EToQXG`oEl<mqoQMI;Lj7f|0*&b8Y-LGcPiR%)RpS?npvDrQfA21YO}e*@J!P&
z{IUy3DzZI5I_Y)aSy>&y<)~P+R#e8Isfr}8E~+a7wvSu`V}UTk17!K5NE7ds{?f5q
z-qx?AOH&i2eZR|!ZdUXiR?gjt@82uy@SgbzV(QI;!RZVB>!=j!YlWu4Nlz;WjhC|R
zp&-N#%4DS;qS%pWrz%_#=y4Imo~U>CYB_f18w-cW%ge8*%~o<pa1Xh`^e|8Lci|u5
z5}ZfcquxLqC*}9w6Kxr-$m^7uene|M7B3H23L7!(_q_0-u&hPtvM&equgOFk%w`G|
zNIO2=EAP|0&l!C4<`PmLP9;}*d=A`eAeKil=UeN%dGjmwW;%wC?7ex;q*rCMgio0g
zh3~-@rQATq09GzfH$K$&JU5fl@dc3j`5A`#sG)6$Na(rr@tLV~uzaSTs?fnEP@S_%
z!@prL4L~xar!#V0sh&VoVy3I1V%wHg`4%`H@fUT~x9M)>YF4G8naa&kf70O8pQQ5L
z7w7oX2Xa=_K8eyJCmi09-2TAG8$Axf8~gOS$uSL;Nfieo7%S<VZ#?tHJS&m?6Rw7u
zs7K+uyT{DeVC24hv$o$7OwuxZMk{{LC@k2D196M%Mi%!FsNy$6=_h2LG!+q!PaN7{
zCpGy6H3FJnKw062VtxHnaEyUFw0F^Dp!b->(>Wyn<w9)!Ru|mVPXF?6-uz*BSfwgA
z`fhHAeQr1{-QZ1x(^OJfLDQu)+R(?b*OFACGrZna1sLM7(2Ec9{dJnF*!Xg%Xn$p<
zcmoj(L2dq9%GRq(umH{%CWIbc&t<Qu=sry<Ubf480gx*&mbQB~K^MmIByBmFGHfw$
z5J6Z=KJrqX;dc<d7|WYEEeWMycmP-lBv-&-`k#gu-GR4r{G>rn7QseU7I7nP-)O(`
z$@Tadaol4@fj_HU_zfe1bRkGDp&x(pP5f|^ewM=o?R}Llr@kniep~+Y+qV|ck0dbV
z0b0zny0XBaH(<DqQS@*Ajt$u?QtI+Jr~E#bY8|$!DmC?OzBWW`pbZ-o<`!o)9Qsoj
zct3NFdYa84{@#pfRk&{j!_8jp*>@V`Os>4{=y#0AX{MduZQ5gn<*K@XX-UVk2w|lG
z=yIDpO7bx++inUJ%_q@BW#YKS^hT?Nk5hfpu#Q7P)Z+&?FI+VSGIzQuF&_3@6!kaH
zvO-~;KPkDtcMZA3&y|izID(Ea8bNI{)}{aIqjoOdGW{NMB7`OSt22qPNdL_7fyC=8
z6vfX8XE(MkQ14x#_#I5vT8=MTg1CR#O0g*r&u;07b{UfiR=U}YZKtQfPpfnx9T=B<
zau_m*td$Z#tsbjVZE`_mp7=FhiJX}JClm~ic!_3ByR&h?nk+Gj$=z!gM|*T4?0cl{
zsDiM<y`d^h#$ASrqzI}CC9r?vCv)7o6fw}NVD{UlzsaKH)65+oJ-yr{?kbY-f*Y{-
zG+BV8BE$#f@Oh5^F5#sn=H`BZ7|Py(1YNtr8VB*-C-B}~+Yzhvx0iiA&A{<%Lyzm5
z9-uPrsCt93n(PazIE%TF+?^E5zdRfv_wL5eUMYLygGO|jN%u`sGEzLX;6t0Ca><5#
zUjwr%0Ds`K$WF`X{`=JXMTTQI*c|34y4VE0?!B&hKd-{Dq)dy-&RN%wIrcS-QvV-P
z=1@#!lz{F2P8t(Ssxz@kQ<GP-fQVNfm+tX8!<JxH2KF|vPMwyr1^X9-BhY;T5Fv7~
znsF~iPJ}^Ea!oa7|5vn#*7~vybmjAY&rAVxQP*xqT^JhL(YNqO2AcexdcgeP%jNNv
zX%A>mwYnL|jJyNe4nvxDGWL?<ViB8bj{!vt2vgp(wVG27Rjf>&WrLf8U?@@8y^KtF
zT1CF=&@1pQ5Y(FDtNrgu!9N}rfCb%$rNVW6ICg=5LW`)%ThHfVP-a+7h55R5APRSm
zWigmAni+i5sKz#+QV4tDLkQ$y-O~^CKp%wh+bJH1o`B<#G@Q^ezSe^hUA@f$c!gmn
z^a^%gJqG+BQyYU*cxG5=Xc5WL;o|1>=N{bWZNH8Oa&nL65@?Y%(M8Z^sOMN96SvN%
zrK@nqUJDvGM&dYD;{YTroOAUn*%IEaTrL%Q94Qd;b97j&e`GIT-a-RN?t)568i`sf
z>m%6IH>f=TqbpnXdL}r2+=l@h`?b!X<LdP9JiG<`?Iz<v_gfkg2Bvh~aA9^GHbRk=
z&yjnFwq<2zSzqIbLhJEv+2YSfN+Z6~rlULp$sKmFu!%@q`<8MAI-*doVrAJGCjefH
zK<&G-I|-Y_b<^r-xeld(90(xwM)?zyfuPCEsf*B%&Byt34|qyuJ{{Y3xh1wZs3i{U
zOOYZc*%9IA!!4fiiz_ptINZ^HY=ExCN(yE~i+xC;fKfVahGD5`S+y!^ueY@GEvIPn
zWJ&b~oCIMJy;7h*pF2I@G*(q2U^#aSP;rdlBJXu<R<Y@3mX4Ym$B%_onIpKv>kIfb
zDrR#YYAAJejk%<aY}i>OI>j@k9zK@q{Qvt^QfQ2NVlKCN|Fl`z$AdT2Bp@loWht$v
zW7F_J;7L&~XQsMuqm2Ne$BJ21pG;YY4QuBd7>p9m*VInJnpfxh@sw!!{%Z^RFzLqs
zShDJBo3?R4q1|}~JU;t(i<9u3`~1`0>wgS^TFPl-+pMwV6#|=iLxRv(y>Bt6NM{UH
z<C!AObP1jzYD@sO*s{45%CfB$Iwlqt&XDg46S-U>j%qx=-XyUde6qQmY+~uW8?qNa
zq5|T1wC<L`iH&}|@^XZ8Mh-Za64OyhEPDjj;nijjDSl)=S{c<|bzMur-VT470q&xX
z<}_<@b~d+0V^HAFZ3!bZE6k(hwOsRb2lk3-GjvT^E3Iaykon63nZepkZ(*V#`Jwk*
zmUsCclV1)2MA05nmm%YWR-7+?HA`CU^IO!1zj3kpoYQl+!ZQ%J(O#cNcbw!?IV%pZ
zL}ke~EuQ>@4}C6dWtz5b#c{p-aY|XaryAYlkreMCdFCbxBzby^<pgpLkUrRl_et9s
zKYx#1ULBk~(fUEr{o#gf@5KCS<dXPv)1LAmoYieU2B@cQE-X^{LrY~xpja?%U>W$L
zhCCG6Ke{$8FgN^}<o@Ztj70E>-F4lQVXMxQkHDF~g88SqdB5}bnDW;m?2r1+-=XK2
zpZe0^MbN5s$YV2)dslx_l&Fy%wO^TaJZcV^U{Z69C{kuXsVk)wh6W~F{rIdr+_o3s
zrf5$4Qu@(hpnzF@FI}Ez4;K00g~_T-^;o}4(j$el!HDHVj4dv-#I_I15aoZf7chKf
z@x>rrrx8x~z+}7x!O4|ZPZtrte`q_hRm(!rDD+UuR6D6^wm2%;CbI}&4;0`iZgJF$
z&7rV@KEB^cF1Emhef!S7%FCnSTikPFQ^Wj(+M4>nP*V=9=gM*kV4w0*oxJ;{k@3|<
z!rR_yp&N%&Hlxk%D`xM)31rIB9dc6VcC`p!=VntnzY6<#g@=#D=-dQnq6G6u_4s2}
zjRQZAZA+@WIV3Y=kBI<@F0W?Gkepwv>gMO}6i8$-?fa6LT6cc=m*ew0Sm4a%k#tA_
zWd35)mURXsX7vsJ&~@vsUH1L+fY-HL`6}dqBbR))->)A;bioO1tTOdtFLPs&<hE7l
zDWVn4=efO1ATE_Z@CK=GY6<Y{v*pnkbC|s3c{t)qy<?KAn#rd!730jBZ_AeH*Jkc1
zVvxPH)`HjN@jG;h&>M_*ujUO$-LC{SZ^H=y9n2eDzJL(eI$*+Zu%xB_c=>hi8=wl~
zea*iUcs$}DSYYGkB99MjdskP7(}JK<S9+XoU(akxXf!@Wlq~hN{`;hq|B1^~mRhNy
zd_O1FP@zneW)*o#aom{(;C0>z*B{@nk)$$@eZC!}G%{z*{^w^Ovs7-I1XOPLS*+Lq
zNeAJKUvHiW1P;h3R2&pNu^7G6XB39wnqSSH1l-}4Xae>emm%W9qy6RZBl{T1b-<B&
zL=CfV<)5`p!~t(vLpAx78~^fiwUm$S3p_IxT<-H<vE#Yqd5@GqjD|sq$w;B^7d<zA
zq^0vWQs{a5!0w89KXA^!3dh0{Zn&N_x3yxlGqhprmguC`GhSy(Zndmg#%kk5Sy}?5
zVq>t94Zm3!kYr@Fs`{JuhKU_A%n90MMoyu`0)##jOzeAnkF`HFof{~HZ?q&t+nM)&
zjU^Hl0nAFudt)-SkM;VAF?$)vu);tgnx3?$9R<T3Y*<aY<p?{XOJRZnS_?V$Zk=hB
z@EHG>p}A+1OO$BD!~jep+-c{;KTM#N3gvP^_WXZzP<>rj#douB;&Y>fgithMj=`zd
zRJF`>V@yopc}XA(l6iEiM9}bNveCP)!-5jCAK&$?^10HaF|fFS=b(Q;Pw2i-PhHoo
z+fCyKwm+>fq~{nf??t!HAJ}?~JwE3cUv2$5v0ln8?YU8(?-Yvpf)dFlG^#5KTDuzc
z4r~*=oZ9tGyQ}El&Xx2}2inx#|AXhZxs-iIT2AWnz(5r}UAW361Ulj7rU2c@ElDyr
zIthB72RHY&P1Ekv==zr4Ord$TWJOFo((-x5Kva*I>;oe+GW_mHf&#t>>;DPxeubB~
zrC4ahWKhKl$pm-bRDvcA<do%oR|Pwy2j+XThrccY<QG479Bv4zhBePXr@gO%%)0M)
z8ollUo846by=!x`S-8}Q%~9X1F#VEIlIMwBg8PO(x=6E1%DCZ%V2t@Y2aXqmoH~PZ
zDn%BG<+5`ut}c}xqdQ8TN@4!J40Q1O2}YWr6<A$bkaNU;bunNzspUa{)b!vdFU+!j
z2AqF!rm^T=oe0y{wPrxek&JV}Lmpn>nx*Evm4$uCK~tUBi8wFgv~XBN?tGL%a{GpI
zySZC1ETQW;Akl)5p{H4GE}x8oKncjBfp-_ZK4x+OeEs+Ge5SXgnSxK;@y5($)u?`v
z24oQ9m<;6HQo2gDvkvAr#NjJ`n}Jga{2pd9KXCkv<>9ywrE5Z*Z)t8~?hFo#LF_uR
z0xp1vg>ZlxP~#unZGU@{+O;=FS@R<B4aSZ@VQOd;&8ut!hO6)w_;ww_9Di>sR?{Hu
zD{dZ%@~Qf!7DIGMFIDzU?G`@&g3rSY)YY-pWS)SJzO-oe4FU5ps~W_;y03FWd-CcC
zi;TMSu65V*Onx+?;dw9_W;G)~NvX@p$~DfN(}RQ5i{vTo8Vs%AZ;Jo<@a{anzqfbv
zS~#-d^WNUtVwsBQ%y<)St=w2a^&%zHX#b1U5CAriZ;^T<h`B`|AkIy}kZC{#_;lZc
zfeDy(c~c>5OZq@Y;l-<h0WPCqI^<4iSo2^R;Dt~>itEn{s?rEcOMU=C17O5G-T#zH
z{X6>CbwRG*xE07=)#u0rps!}z=NXpVOV4ZyyGnoVIk~Nws?x0a2m&y&wx(mxoaDS1
znNGl^z7$dQZjlGhIBQz83VnS@shMseFT(}OzhNuDk&^&c9N=+#G6TOzhY#9!v4uNh
ze;1_Ih)GTyeftE5dCQJN@{X<iSZozlE673#)Ba6R@qCeM>85u)$}U&#zXUiUQgZ$H
zEUJ?@Lv0fzRIFTi(PYit?qmy$?@|XzDNInZ|A++`7;8H|qQ#IcEkwg6P+dLqAQ>6P
zbrQUftx)M0;SN;dx&GqAg+h$y&@Bm7uP*g7T|pduc(VBOc<l0lFdqIs@LSdX6Dc_v
zs=CCu(sJAS{*w6xON)LqjS~pb)yk89u`I6=dw0Y0h7RmW-)@|I-!GF@Km!T8Oz0yk
z@ilgz%q^oUB967(?>)n$1m*&iYqI$<VyKWC?<qH&nUwx?c_vi1Ao;{4l9mirxt=Nt
zkjCVlzcMQBw<m*TI*xyP;IZH6!6J>65=dxouJ9@>e(xhz<;Z(K@ev}DVHpr^I!ddf
zJm+i-lkVXSRyT&dPdlixseWQPmST|(1x!fKZ}Jr6U!E-zBgPIoz{pItfBkMW@0G3&
zc!)P99)d#xbMsTv`4}LZ(1HLin*N!;6ACZuRzH_y;hHD#Y2LwvRh9RwPw@$TJ$ub$
z|6U-)cM%W=%PT%GrP3`<>;l2Io2n<oDSbwa?tyHSI(x>g-;0B;=3yZ*xu;3?x-b+&
zy4le7;R!`FO$B7wJ+@>eeroXIPtaO*-n>Gm7pl|U(OX)!1A#_cJw920E{`~J0jtR1
zlrI0TDN{F-mU?rsnI!@Gh*pce3*g|c@Muyc>?a!*etQP^4j#m3FO>`(_e$aOEqO*$
zuYzxgnAL{IF+F7IHt{n9YxXwu2!%$j79<p%Ch4qZ)?4H;%(=ObfiO-ysJ^SO5%&3T
z)Xw6%dNh&4W72dsg|;+Rkp_khW5`w8$}}l+?Rn`JQzfhAI%Y->GSTdR+Q|O7M`4m7
zz&C3@J}~tgW!L$9`5N;;d}=F-W~<)Orxz_P1NJ)6PMs3F-u7xDY|||@07jva7d8V-
z2-P2MG~0lh65oO$bL49!s*#NyhP|ndLlDleN^vStE?oLRCD(8%(kZDk0?^an#cD<y
z-C<=f1I*Jbb=)j`=NGk3Z*>l3{BbFoVmCP4tymLZ>BJAt@c%W($<F~l1$Vgqv3(~s
zL2dca$W*GFiFIqnF?Rut;$|9%f6a3rLQL;pCF}-bdPaJ?KM^D?0BmHx|M37Q8fxWD
zaQEh{Jg*&81q@&ouun_jE6Ik8D(L2tv_Y!xTVSMde-y>S;zpPzD&^xxRqqdKy-U-G
zwx~fZqW1Z$1lNI#77zZchJ-_DkkH`3Yk_{e@%MswxH0lBq31UUi)>DvYi8w7UjK)&
zEWQ3VV6*s`&Kkb~eF$n%qmDsO4(%g!9k#SEiY%-g@2C=(txLH!!q~X%^d&$HL?$C-
zr88Blz2Ea6%P(I&^B-UT2l$GKb9%)`Y%kv8W7|%+A1_TnSwfuVO}Bn{sjOyGP;yXh
zd)Fkv2i0m_Rljdjss`;2>Tb)3Xn$akKdAq3`2RJ@^YkTao-2or@ka%Y?=EY93Qh&9
zWWMW(axZmG`~(7${rcxO$}+P(PJ#VqZgT#wl~|r|RgHO0itk^H1T}KOqE!J~7r50H
z6Gv;03tOfsc?F}rpkM(|66-4PwGg3^iOX&j&jG_+w&8aZNXA8WC;h=x?*%Y69Yc;s
z(g9uUq}>)J*dLGN5HBL=2iK<bqB-}^(b4{bPL>t)R7iPX9l+5f`gaUS^j+?DcCV-H
zRMBoHnN%=MMly=~xCEUwruSsvO8Pl{DA?I?!z0g#jVf~);`P!d)DvF7f@gjaFEtA~
zi>flENBh658~wnG+{LVJ^@TnKCsa7z8QWW3b=s_J(KFkbNe8UXx{CYi3F!2MV|di7
zN9+{!Y<g)m!Y%Jd(abGe^~P~^^Kw~+MO>>@ErquGt^#|T5qleK=^nbaW$gk5@36)|
z&BJ%;Z?Z>C37+4HtVQUo)k6V%8F>uD4xuegB@fS#+&;7O8k~{_Z|s-%_7f?Q>!1NH
zOS;G|AoTi1Zyqp|+2~7z$>2-bz7}d-NXXH19m=s+KLFwyM*)@lR{}DJs|Bm*{XTw7
zA~xwxz4ed&!}pgo=EeT0{P0jt^u~F{8`sa@AbrY0f?e(u%Y!`l(irsesTfIMaxw|U
zP3b{?wss-@XR)$-!;eE&=gO>uDp$cDL*K-jW+K5{3sDmn+~KOXj{+bkd4xUE6n;!!
z*fo474l&+oB6d|f^Z3oa_&;7!coA!N*}n<!<4J-?HVF^xZ9Cr+Gl#uaPzvJzRG2!-
zVs89ZnC^Y8T*J9>I(mM`>Ph08TayPPsFa##_h3imXl*~`jlmgk5>))yOoyA+hd+ZM
z4=S(^-8&XLQ65js4}T)AICviP>HAUI<*KpFXJn~Q^|-8ASC(!P>Qs^&;U!QTssF}O
zl(VZ2F_e6p*)Z3mFRqnH`Ct;&%%W>g#xftJ4U)@Wthp-yo!0$y{-WtZYyiGDn|f}2
zjQ_ZulwCRfqmi_X!)U;(bnr_Qc4Lj~mYOnJ?bM6F_w8~XtfeqBtL@8`166BH#3YG=
zI*TSFKLnX{^4%}^YG-L~*tOWrl;LfHI__^<b_isxc1eZt4Vms@<?>t5H@{E7`vLns
zgIh~%orIHu$o<w`!LNDJWF5I(9p=g}Ujj+*pP+F#li>X>#FY}Kxmp_28;ZJV-Wp&}
ztMG=hXs{_5r@!cmv0X;4Fbkhsxk)mg8{O-@xM<k{juE2Qc^W-?RhjS&J4<M`y7;q(
zH=Vxfb_=U+=qUU?(fxOnx8~e|<5V*8*gh0_?{>yUKU?DipS>___6OGD%r^5j5cV9W
zxqt{znQF8q=d}AUIccN!u0v5ju^M~H!XDcU&DovSy1IJZ1a^5mtU2OQs^a0@#orlP
z1|>uIQBynC-70#Ebp@5I6VY4`b4dx2nb;9hu9w5~a!yzpoigWMyr_KO<-cdqBZt3I
z)7GxI_ooe&WN`DR@V@QxTV}3xB%0?o?tn?`N4!yeCP0~)aukrOxYWyovGSFcZq}ho
zou4U(qRog22&SvfG6d?7i-&d{+N<}3I`V<Bb5_d;CO~Y#V;|{y192za#4a6!qJu3;
zWTK{l0I!u#vXM(7q4P2jCbar{25(!>4z4cj)azdr<kF3pItogtR|pvEQn(mxsfbD5
z!W($)in+>Dg{vl+t^v7yY1KA!b>u=mVjOwgvJG!zJ~X&t!m_MP)yiXmb@wlJmxZ&C
znT$A%0ixedc9p<`BIh>13aarD?JLz;ZCym$5vlcKLP|^~eQ{fJpKfD7#YoNZX)XT0
zyZgAI)HZFU<IAvx<u|zj?W-ZQs%`e4?Vf06+=2dlnCtcxz%uI(up(*fu2l}yxCa(@
zcu0k@8h*sW5&)(yB=U8CYFat82z23Agd}iSX%H^&O&TrpIWz-u90SxuMK{59TLv8y
z?VFwDWW>nom=i;3p(WEHJA$^t6fYj=smnH;g;4hsvY*rp|9e~1+`N=F(zVwVdW>!n
zNe7=jJj+$qt?!qy`Q`n=*{kX20*6#GpR3rU+jo2Zz6&*wmFdlf4<l%&-5s^6R2Cb(
znN;flcX|9V3z?6uYjND3zh?T)`fMh>vOuh)y8@6@HnnwAtvv1`GTqRJruPqHzP*Rp
zR{(hq5()v;UF%PN0_ApX!SDl9b(j6xRdR0I^5#)pNt%meDF<p*CLp{?|35S&z)ipX
zaNa3-_NYP><L0c>e=}Dmc!A_g5`ir$)1wG*njqE%O7$CN*x?m&PQwrQb>QQ~6zxC#
zq(7G-(m!yjO6V}c&do*XE(6e4AXwwQ|NR~Eu+*P?treN$kP(ypg5;I^QV&fg+C#8Z
zu=nOGhdgKafjAL&`uma$&7yB~7nC%?hH;_`K-RI0Vk3(0dzEsWB5ohnn>e~fdb5@L
z258q7cOZN5-vP#dU9%k<@Xx@;qoW-V{%AT~bx*gisD1}{c?=p=bE$?#V}oEZuD{G=
z!+*8#&4@Z`>YJEkyl{Oz$mIs5OcIA|_QX)l_ukK$HUjFg=XO#b5IlpvLNH&ADr}l_
zlRq=e%Ecu)QNNA_2O}uz6a?ypLq&Tzx|teDo_klc(q<N~G2Q2A!Y^FwtA8(C-f3~A
zSkwW#x}T6&cTjb81TFNDwt^nl(3c?lO?CJBv9}_So#V6T4xqSQe;BSoDEi49&A>A7
zo~%`#2d*C9<2PFtv^9r6Gx$M>UmS%Cq_w@cq%!1eJr2Ku+i4ETO((k9@G^fU0~OwV
zRU;B-&bThXjH5;m*PQUOqK%|~FWzbQa}iZ)wIf6(vw7Sk389J3XI>y@+NB1&US}|Q
zgh45YAhDn&4mr+&Q1zj@Xn^1$l}<UOB}~bGeI|JpO~bH-DfL-!as!<e+_fj({R~rC
z_J4_VY|_QA8>KuE#lxe|a(Q_`HLB+G&aP(9VbY}>*Q^rxgv#tk=OVBL=NRO`La9mr
z+rMlS&-3c%+8(;q^U_j*qTE^}cvIMc_^_m&Oh5@8!;*g+H0U&09Ay+aS0<6!-x;>I
zTmdq!_g>^ls=u^|^bewGKQh3y7VU2ie(lR&Yq>W5<U^V0!mwk^=>9YwUM6&xPQ}5i
zcRjJU*PcFocSH^ww_uGQQgssC7d!OG?JE&Fu)y~L5Ij{)4{WKg8}7_dzNMN1w~B+=
zcBNMjf$2TDrVB^hT#_2&D7aQ545afJGM+y_!<xyb97A4}(S5%j?0)%jvP)OvU^Y@v
zrcaAKQ8EX+?*mMqm-vD%;)=Bi17Dtv#e$@@)}iBl@!bsqpjkX0p?piOp^41sI3GL0
z=GN`EBYM@<AWN5GP`a<e5o|2haZ#_}CT-ifTTr^&)I)`iU(1T!-hwtEJ72$c@{<cK
z2)21!q^FrxbvOQwu|3LV#*03WE1x}GC;EMzFBS`pR;}>o{9Y?jk!8n2(8BEGflnUE
zA<S(u*Lc{zpm3?*FMrX^0R357@C$DdeWr1|hzI7(faUy--{8i~KcA-m>D=7qE3%xr
zq>6stgJ79<@1`R(-aVis=Wq>ymwZW%R`tp14-A8?O%Ufh{PwISm(vaHjh688vcr$4
zo{&5T1!K#s#XxS!DBl;dBA`*cSeB_&=82UQMo+KKr8|c3eK~%-2(^ECG3-hS5D#^z
zbcYD_mKKB_Ijt40WIB~&dDdRkdw(?9wpres!Z)_w)9KC9fd_1xeE~29uUEf@Jgug+
zF6~OuY8>lOs6N~dkPc({KPAbW#zU)os`f^FtcSKAmh!V4-g4w*97l(bZE+Ha?__rc
zj4-?TYz{fbNROzwpG^rMY`dHK$);?+)zU3%F{Q<JJHV~bVe1SgFaP!1gbRC%BH7>!
zRgJlr8SNip0AS(ZUOfjL-GJ?Qy3JtKaU}lX46hRQWf2dWX>1yvtfy<^#CzMmJ>9CK
zhhtQ0l&VZ*nC{&X)$Q%~3tPXWT`J}n@T+$XdE)fDYopcLZZc`Givqr%qd~37A6u+(
zI<TDz-gAM%N2=~6jpZIQ`mijxI5AMX$&*|5E@7u2YE&%BBvb!>){#z%m0X=G_QJ~e
zoKe?co5bc~l#F*Jc{;D<Qde4aZnS@xNx+u*mo?D(Gl5MbVB5qPCLeA-bR6<VeTr7f
zHQ#uw>#?^C=)`upaYT9~T#wk}N&naRHfdRDAW5-?q_b$rUF5!rz~<wQa2G2S$}eV_
zVGmYd2g|%y$&2I}Tq})%jtWHgM4AKw8R<{<7J2qzbAJ3M@I_89cXbUL!<dDoH(6Uo
zV<EI*ZCcV=cPn$a7x;4z-t7W6XLzcLJ`AtJFX80qcIFD!=D0G<R-!bS3C^Qp<hC#I
ztighvf)OJf_AqhC8*Wf^A<H$66E*dEz-JN1$ibm#P)j(U!!Wq`Yx2hB%WK>egpFGZ
zy)0>cIJK_Oetapz&c}G2MbnwVTu_ewi1_BcFX^ATl{Ya&#(iex(5<upl6|)^evqh4
z)pI{dBe*j-t(4*rlOI>zF6R9Db=TX^4^wEuCo5s)V==M-T6LQKS3SBWGKY@qpVE^s
zYoKxh<4GnYpjP!cIm=J!i<{>J!eON-z;@Di^|-1k-P5l!>6e*Rbg}zO4?bHnWv!fO
zHF?}tmtJl+oBB~>{O2)N)l#jpb*)5s=SYcFmxB+KgFISE^%WaV*ap=~RJBk!x+<ai
z4NN+`PN!h8T$x)XODwUuuL@1tUt(NewKOm^Hklq}yU)n~O?dmwrD>5kt-hX&f{3Em
zwdxDUZv{YkL9U(U6d%`WTP69CF|j5K8OAEGC6q}~*s^scyW?7{%Gg9!Z_X=ofnhY6
z9w3~h5}(8bYCc8i4jRDT?`x#W#Z*0s`@wql?7@G>PviCSCAfoi4n1XD3iCf4!Kux=
z&5K)}8K%!4{&)+cbu#&#j-r_s{C+gJ*`<hKv<`EJ9A62$ZA3K^`uJ(|@#<9VVzB&N
zD~+`_t5h%RAY#x0Ce>#f<Sz-crr$5I(8-T43pI~DynC*+QTbeqF<59}Y&w#1G%dih
zbzt?WPd1ceGR37g^j4VAf#;DKq0p4Sx)|0wsd}+zIcNsIi;ieke#B~kidz2F12XUx
z0?AJxIvDtG>;I_tQX#9i>IgZx$XFJ9Jq6-Z{ZqwN1sv#-?{4VNU#f@_Q-ZijUZ9=>
zV^+zTR5{CftSxlh++$45jI_(iA~gdV<L|WFJ34?K!NOt=uTG)!$WwvGw&gEhTH=-K
z-6j6h2s>F6<D%~c6mtO{+p@Rq86~_(D^*0Of*Ez{H?!^yYM#1<kN-d*6=Kg5tI1@s
zsT>8Pm`^QvAP}XSrT?ztGT62Xst*C-BN4cbZLa9JGQ>CKL-FjcVxmYTB8af*f0J|a
zX{m2}wnL)b26d*YofHB3WBw%+fKqc)a*9T)<{YR3=Le*hZZRpbtFZZ6qyd+U^j3l~
z?AmzI-j;7qzUncM82*+apQD8Lwc_|)q|S+>dk4mjPg*4eJo~HibNslDuHI}gV54Uz
z<RL}HK^$#{;sk7P>`h91Hjm^PGPl})K*)EzjVX*dIZ5E|f|to3AF4uW#IqZ=zRXKU
z3s@Crhe^g)(;KKvlIPQ@I_t2jX5WK5!b0mhHXsn%zlV|<o7FOw*|qW+I@Qom8bOl#
z)%|%}2J|TvmoCct#mwo$1sIcS>e`xxcDKlEgLikxDQ3-D9HEc^(Y~XZZ6$)D=^_gz
zIIXMzl~%?S!y{0g4W{hUDdu0JdouJ!GbhDwDIwm7ul%QBj7v-2R9O~OS*gln+BZHB
z1kdo7yM0--gO0LWWY%sqi+ZwvVlYB4?`O1@Q-1R_s|gQ<bJX%$sFr`ujgVN~kacI|
zO3R!0r9o!C$kwTaf%t8~-ONbJMbcuX1-&^X>8hW-<e&ijoua)-H#3!K?Zq+d#6>dz
zV;$nY_!n(8dO{a|6{CQgr5rcZtAr7sfm;2%rkX>7o;bG}UM=+a3j|VnB4YrdzUycm
z^vK{o$8KzaQc5pua0YI=U%tN;<3N9U-;l9<+>bL?dHEF?UUf(YU%oKY-%9?fcVpY%
zBjkI3nwmU<KO#Rna&+H1x;%a^L+txfqu7mZsL`jo*Jy9AcsLxP)+oDLbf@%|J1**A
z#|8QN;6fOqqVSe!IQ|G>x_|#2lV-BJ>)tM#YFWw`ERVag7~yBE-#}cEZG+;L1L9M1
z1OJ!IupcJ?@>1pjxGmvFf$)KVv(%?|=sw&`<|antFN$BI+=RXq(!;qQ+Da7lKXNb<
z`nF43kc^ElK3qQ2D0gspz$H|cf@&Yju$eQ*uNNcX)jfEHb2Z2@M+2ECG`FFI$!M|*
za@S8lT2}U?wNJ^ZLA_21#auHl9^e*=)mePQy313vAG;i+<{$fz875fEQBdG)QhCj2
zA2mGIyZ<M_47v0Bh$`XBO8Yk4*)(n`pPB!gr<zz*rfN_w6Zj|A;qBw02}W+A?t<`j
zm=O+Tx3qL8qv?$%2Tg}$m0*#RcI8pe=;uP+@~Hquob8q%%1#g7p&$dtrQs4R4XZpj
zqkH3CBD1S^gW`)q`+3W`i>5;7l$qJfn7C1@&IsrLN6I}tEz{hg0jH2Cv$&C%L03qH
zy5!qLT{m<HWkQ))apWR?5YnvcU&3s*Ep^JtfKq-S>OFx7m)mS@=JR4tB#};<aynZS
z-r}_gB0+Ty==qo#iXoy1(8)=&H8<_&Y4-0<#@kI5qfkeqnY4^)?ifcvfzcnrr91O2
z3+-;qSXH8}(O9J;dTyBlTJTeY^h&cO`yE*+-sR5Uzk1<@yyatgjp0Fu%H?b+PCQkk
zJ$?5Az*6XTw&b*qJs9p8wO4m6*y~_Q;Z@$Bi|ER|Z?u}kAf<T;!EaX-u6d_)Om(8G
z7j7qKC%dbgT0HA;ub7Fc4aZspo_cY~6*8Lp`kN{qyG$t;n|2Y#&8#-~-lVR?JI%)f
z)}oc=BL?8XA1!OCsUMb=m<{(Vm*H0UdeY4V@Nn!c;Sn3&^?V!R8@kL1Z*4(8NGMoO
zocdgjqC{;YAF}*;*2ZjGqmrx@^foX;gZ1#9aB)j)4h+M{K1r{hmOouIeKvY?RVjL^
zG_;|eXLQv;0a;);E2zFd6B_E2ZW}x5Vhy(w>QI*PF|kq&m(eT^Inrsg;g4A7d8~O)
z=$_9<bf2||n)JsN7T2?Dls9^%Gi4Uxz$c^tSV}j|yk!B2J4^x4<IYW8t^~5mK~*m)
zDROq}oTIYauka|0*I&vPJcaNzDb2l&&9jusSO28fc9O@?3H`(pDC2#qa=H_g0^Bc@
zij&fdGmcl&KQPE>UTgI_8=W38$f@Mt>i@t%Ez-FP+rJ{;?)_oK+0L+Un31NwDfW@(
z*){o`)tqE1g@d$Di`R^wM@ZsP#r50sxp1iTd}mNWrgC{GmPfb@9F$wDlo=>LrupAi
zG0?9@sVipiQ)l{A-i`VqZ}?e(Qrh{Zf7$EQkC*bznliSK+w(H{^?E_Hs#loP`)N>_
z-~<8rdM%#tD>`y2o2qvlD^X*2Lprz*2S?iS*dqtLysMZhSH+rfej+pw359FM$qXoS
zOhW=izl*&(DBWGV?BXPD+SkIz$nk?Yj7?di<<{m&un@y0Z#+4_PkMXY67MArw0E57
z1J$VW%D>or4I<h2)d1E*bV#02&uqaNaw}SR@ecFluRDtw(gDV91%99(a`2R>fI4O?
zIGqa?-mesI18md?!GPj41d=*q5v|rNze<^g=oCy4EOTl6b4$^!(~XUAd8x%HY@6u2
z8}5$_eiruyU)96T|K7mQbCQbJS#Ph>B+&UC6ea~So;h-j-sw3s9ZgL}3KT1)%j@Ac
zE%!I4tsAL7YviO@GIGMm2y}7`?A#=<tn~C_3D#6uwuP8OOf(DD;Sry1N`cGilR&7U
zUfZH=#|EXSBX)IlVh{*2oykomxPehA7lzhi$Gw7mJp3E5nk_6wbPb`7-NAh>cNpbi
zL(D}*p-yE;)|GhK$bq@^IVh^gNUh3)-?q%ix~uaykAPWJ*r?L0W+Ohqv0k`%d{EGp
z_EAFhRlfpGBh!I6In&pZbb;mP3HHpshsrN(^^mi=-j^1;?1A?LD*!q-0qC6T&0As+
zeUL53tz6Dj+<GDawaOYS$wYr1>N|bpS9wDqhJr^%5QVU=NebnwmCsaEK9aF6m;miG
zhmY^hsju5S7&aVF41*U2=5j+ujm86e;f0Cicy227RUz$N&1XakJ?~`nWP;as2(VGj
z&o*DDJq7c5SN@{??>dp&&H>o<7b;nBI9H`jS#J74xQ(?;>07ImparGkJaC4f5tFTS
z0vnV2a9Ea)$oq33`pXYj3f9rtt4i5w*=xc#DmwStYs8{|xCDo7Ep0&_4fHh=*DWzY
z-23mY7{UIS)X8)R8`cA`^fMqg3&0mkvfFn_ygP5TJu#J?k-#f1=gT#Fc|ig(_;~X~
z<y~yXomKBBI(IWySF#bzm-pMw+khh|91d2R-@RecxS^2@*V_L1*3xQx$1&=bFVg_l
zK?Z6JV^|rdLhjn6OyipGj0&B6G6ZtRYJPQ<Yr0d^#fXny>hczmBBDqUne9xptGQFv
z?hc@eO22h&PxF%NVblJM2d+KBpxE<vF_ZL*tYnMQu}zYn*%f4v(W&_IX6&Y=+u|o~
zp{{QY(SUL7PzdI8A*yKz0elUR_Q)6efHY94dh<d6YLc~QTQ0-8l5yfRMv0$5$Hohx
ztK9)OJX;xD!fHA)73d713KT$5$^az?_f%-mRI2g84K~6#W3R2<E3JGJF_J4(Qk_us
zAd5gyfeC_CB7^W|seisCfE#Ss>)0R5w8@GF=N@I&+ob0N1Q+IU8&61yK-A&fYoC{5
zKMDcZi(a4n4BKhb^rJ-P9vraX<0^qKoQIyC-o(k@<IruL1L>=F_T5=RY>MDc2+rmp
zQ`$EM2j@ZA75Fb}n#3N^ekUi_9`&(!5NTgCc5xa_vsb$Z1lb$a@auM6Rz|fnCGvtF
zoM9+z5#K8<@Wp8i!`Z#<$$t1Nb<8zo-I&3xCqqkaaSB!a1CI13XHBDD_QWeo-r~4~
zs0=gAAcNz`fTMcHc}Pu!wv=aAU5ZWN+BAH?AcD4tc~pdLj90P#gU_8NlCsk1mwc{n
zEmqS0i;Sys%P@5_|Hbz9^lko{I{=6r!y*O?zlZk2bmvUltiW5M?mnQw<BOSJRyUKf
zik5~?K8T*?Y@^hXt7|mXh~kJuPT#@2KT}gEZ%syHnZf2{R(WV(V5&Q0_OPa;&{9(e
zAK@5h=r`N@*vF)Y`igH1mU^oCRMV2C_5`8IB%AeiK6`%tn~`Y(-Xeu9CbNYj;TfI1
zMJCH3@t~G;&6X;DENeo79y?sL5uEzc@$zCCoOttj(?vf6Yc-8fB{o)61$WWe<gB7i
z*K4muk<uUAn?0K5v~$vMHq-*KVdq0SO5rW-F5Mfvkm=OGapAUrl`l7xi;Z`EbV#GQ
zLI2_!nj+W4=+XT(C!p3;iy)yMQUw8eLfxfoMdBw}mbmhsr4?YTVBP5KY=fip&lMFI
zbT%o=jPb!)NMM<am7Cf4_q>J8`V?^fk4TqbzLO34lHD%w&cE;ckC^B;pR8bg@yj3Y
zu-;XYKR<3F?V$xd$}=SAFz~q<5)8N~{7Mn>H{jJ+5UmvUXVjn;CDdEaB(kHxXtitu
zXBHw{b{e&}4%(EJYi)cjhC0z*cfW&YG)`Z*+rIofF3!AYw)KgW5;kyhuxCvUAEEs8
z{_^d%@V-J(g~oHK_0zPXpv`;)`==Z3{{RTCR8H1Qa=6d{juuKr5b!Sfq_wr-MF_s-
zrLP%NV3U25QX?$n7hfUw`yVg7g^nwo20<XhEqG7I3Mu2Mwm2VyQ_{wRUia2KkATWu
zNAT0)jmMUw5>_`Lfp-sF4;B3OkeS7YRm#DygTy{G+xGS>C@|>>M@}HnpDfUJEmrV)
zk%mQ#mWc22&SBgB!$%LY-h56UwvHVIk*R&{JaO4FM}c~==|bQHS-Qrn<pJ}^$oZ7x
zT~;b?b;I2xZY39;;8vNKc9$q~^_eYx-)*lE+$wU|b(KpP?gKL_fyWz_`wH`2z#3P4
z<u4PqouDH5(~z`vR49RHgNe5ZD4NrjaZD(v#Basa+)^C~(T1%aw7s2R5zy^D3vu?+
zv12{94T;~iKplBiKak42t){l|0QJRc0_lM{bVH*k4H2-EDY!U_5oJd;BmP>YS?Pr-
z@l6UJ&vt*zVD0Z;R&mxe`9B8Ei#ALZ($k{s%$xU>D9g*(W?+!%!me|xT_D27q?MT%
zEglXO=++*pf`D>ACIVzSD^AZ8Yn6}-GpdDeBQFS*>e`^}I?e0X@esYHdMD}xqSv@s
zC%=va)oHOkm+-b)Du=x6J5Z^xUgRG_4px*}Iyzo;zk{kPu$FjJ;eeDt;{dwuf3%l8
zARfTPUiPw#=g*731$Rv*LSJ^b1@xq<y+_#QWQouQMi*Z8)(nbr3EAM02Ml3*(1jjp
zAmUV6ykrx{V*?~!Yo-vUdNOxQoXueu#>wzoKx_uZ=5!tF-tV0Ru=7IJ*iKnZl6%J(
z65v#oIL8kb$?BY#(6N=#JC5>r5EV(6%x5q;VrwBSE%;z}h_Cwx=_osHog6GQUJYb>
zCO(!(Kf36Fx1TxsjYz;FZ|YXoZ<TDiAt@(McDs_}A_PE+MZb(VF4Ms$1256|kWlD$
zj+ybI(-<g^`PK%;4V%NO7`-+4$i;3v6$l(dhEFAN0)4(kheq<taqQCU;@g-(sBN*V
zq$nt3ko5y#7BIV+k1JzCTCb|&l77{hU0x^bsmr7(TpiuYR89nB4tY8SnCy|HAcH}6
zYh$XY!+T#@Az4TBX3hsQqTggp>%W8VUn@O;=&7XYe?bLUWZVyV!uUwA3yj?>aL-xD
z-bvVc8!yOVl>9^3mcl(JiWSnT1_2y@a7;mJ<j$NDE*i<RY&WZ$z5HjMHDq|1=)_Pm
zf(`{MCmjmFP8zH&E35fj_7M$?jM#k6sH~#BSJ1!1hJWrG1A!#Oo!d)6x-)i)5W4Z}
zZdnisgOoQ5B3(BiGBa~`g+2Ds1~@E^bFGu7LPf!wqtS9^R7U%06#-aZNg}hlRJSl<
zWoCL*#giFZe<4^o{fsLkE*0XnDfx&B#d6;x$6M)F=EL+kid8v5JCMxU=NV#~agjAT
zuP?pjJ+XkvK>zF*O&XXQ#78ZB&r~j&^)d57arK`;hHIFfy++RlRop)vMfGsoG`7sv
zn;qYHQ*+6#d<22F=o)3k<_$ST#T)R#FX;fjjo-L%O}nYX>ut=t4{D}eB2}XhhlF>}
z)XcixpLAvzC-y%$tn|1SpJ;iss~8;GFQgHY>DTjhy>iCrH>et@a_78f{o#vRQK2z%
z4xy)zaSbFUyCiKHhkgOdEVfX8=9YB+5MUC}fGG*+I?hu?8mKYMlz4#r+_#a|e!Gn4
z?<$a~_UFK_A*DlakNyn-;7tcI{l(0yANqU#9&`k=W%w@7q-zh>>Fgt}GB0zYm)c1G
z4Edy|sUTwODE<|GD^8J!D1%oXfrbd~H(p6_sXIF->$<)Q00dHZZGRzr1=W8S@9c)p
z=bpE?+Grc+q?=1#`4?s}2cC?BuDF+BgskR(hXn#^Hio_y8Khd*{&*3TN%fUsg*F`u
z`9sU#<HWB}ye+wW>q>7=gdj+DLIQpMPSXuMqQ9@E;QCmOXk{^Fih}{@C0UrE@Z1Q!
zsP_CuK={XhMhr-37U@ef_$5?6yY;96*y-)LIU~iCy_rJX1~K@UpPN{?LNC*2v-MUY
z0Q?}+O8;6he~fu?c3)TifZ>?+s42zrdVCMCwuEV0qdDc3DJDEDfH*Ll?PvfOOcoan
zbzZ7Q14jyuD}{G70{+X&`tO8&u1U#4dA&oqU=>=0`)z1mUBxu`UHNdwq?oJ`>w81L
z_Ypa~x>HNe$iBE7UctvSX702D*A#-FFN04`no)8N#@@v^sVc!7m*D=mID6oD-<Fh<
z4cNM@MVf{`c6h0ZnVM$=80qv9`UIN*aN>)Xal8Vd*Q|ZNwf@nL9OhUMUinM)yW<XX
zZR5xuqFUw^gE>aPULA0m*k>n-ivTBu3*-~HerN210}3+Dc|Zk>8Z@T7N9b!3c3CG*
zVO0>j%dcs=k3W0dxoy-WWjms?9wZg)D=|aq6J$!`M?q_);R)+uA@cnZS-=n3oh=2F
zo`w48jxUn&A{Rmo<V@*){PG_w*S6u8H#_#t<{c8+{nblOJp$L4%~FYM?X^8YRTK%&
zf^L{tv9O~60Bah6!}n9?Y#I(3InS=q&dA*A{;GR*YkJchkMYO|F`Yq9q>o54YlPhn
zt&Y4c2s?~m*YsPTnVT}*7gT(#JCb2VqXm{Rq*3gD=IGZDcj9Uydj-IGBd+DTFA1nD
zm74l2cW$DuUL`Y@s?^lg(U+Bh6FimvxMoXo?S-^F8G*=;M&N0mase3cpIxH^f&8o&
zqIcSmPQd!ztz4Xj)6%l=qOiC7(_Wc}F{(Z<m|ey<2oLl*MMo8Z>9V|tFd9d48ob%;
zoK-idZ4JNsSWCav3*1VhH(>XCX?Pd3V5OgWRAHq^rpcA~=9WvZa~6EGuLr?Dm9Jzi
zYu?ryPeMN-Z70jyiWLY>=Q!K`+OGM9oq`0SNN=4>9I{4R$=BD_YxaAu!`~9@SiYuj
z)iqsgcM5}pm++>(<?zkl`&NPJ_JP8Qso(r#>TB2h(?k_cdl$HKe+6J^hDU(z+0bqj
zwu+5`UK9Yy8_e>S-M=i2766BfHbZ27Ihu+?OwL=BTt2)&gj@YF#RRG~l=@xlxCTFh
z<smHmX4If3_~tf3RYg{l1spP_`#j)>otJ82<jA{30({33^XUjPb=#D{$@_D7EZbXf
zcsB(;ss|dK)_fb)SumaOW-EGI9|2Trfo={2LUl^&6)xiqzeSPGu4Hktm(3}KU&1J}
zAnfFj9R}095XkHLT=fp@Z<-G5ln_oT_<;3@TrH`DUd=_@@$kdd^cL4Vit6gLZ;|W2
z6ve$iXtGi(>3=LwgFfXbT2#_X8TMQn*I<z~6G^6NFjF1{L9QZbvmd0wt2!ZJR>EEd
zr<er=p;`cvfxGHEzy0>3xc`8p*Nq*a56IqrpAEak5u$4Kp^N-;F;C7woC6Y0Qge_B
zE$gT*E2WdEr*=`k_1Nbu4WuTN)+u<DCr>G;95&3tu2!PfjdoHq5%=Q|)YO+H16xB3
zRfd%jP^PA-&^dj5pmI0U9YfT|e=$`2BU+y48!3FI|0QzuKlYMmJMXT~FX27vGyFd>
zwJ|2EN5q30yKKM$AkMc>3A1-*c|P61TOx36R^IZ@rcw^~ODMQ(RJ^>2W@==6K9zZ;
zx5}wMOZPkQN$*5-P3o`HHgvZ2TI}-YKx;_Um2Z!fUepiHk_v!~v*LY*7sfVMeMYnE
zQfWbKjb?8vJJ%rV7&PS_S40U7!553~b#=XR1IH3%P4N_DoqV>nJJk7&|MIeFH&Dtr
z0~uib9{*)Ps50$BIaT-EEh4Gl1=8#c7aY3(BU3Hu^etna7ws~d)Uuiyt*z6~8k+o@
zaImAu!RV<&^!A0}PmJE|bTk;EsL)H0l1%l2&_S-OOvc=0z?x)FmS0vnP1HP}CJ5f$
z-^b3FP;7NCIw98kW$@U~`S~9YBLAl;1#67?c6B?QO>Ff1!eHUHRk2?4eq{RzW<5?=
zK4^6#y@OF^m+f%rTg%H>nK8WzarfPuO`w8KubrpZ-FHj-cKujiE*mCN%e)y>4VX1B
zoEPvQSjB#Z5{NfY#p#3)Ym+iOR?ZY%dF2<m3F@Y%LhCl=<z&qgdbVxwSf<hUtE%EL
z69Y_M3h}@00?;H6^sgRT?<I$u!%_v~7Qi0&O{Zl)bKx+cO1)eS3YIp%I7q_jM)f^S
zp||L2QRZumX8Q#?A-fah{aUsw$KnfG-P6~nm2{gqlhS`rJO5um7B%kRNiLAJ+FJiD
zCjFH`Iyjods|OtInb(o!6A0mjhqY;}l{2Es`~nFKo~EiYJ}7&TFs@SjDx*oi$rT^Z
z_Lz*DJmZnUT_CJSeG%La-fYn3D=L`AbubYYq<8P8-%sf?8PKZ4KS+B9CW6as)S~i9
zO31<CA#g|`J024U-hYDICst%J=!X4DzTzs$cC;A|z((_}>!{MAlr7gOy3=qd6=*ce
zW#r7)rgc;*A6xnwqzToMlAhv|XVvkuW>k_HOUs{nm^0C+w%uQ#Jlvh=l+fqE2qKbi
zih;^F&rB2EKu<27TOn^%Q>q<xajVNYuhiuwgTWrHa#8CIrY2wKbx=LvQ4M@2=a4F{
zRR#=0(7-`508FMgHg6PhCEeKylo^fPie(TcL?ODrm<+x4DFt09$JJbrqNYvWY#_PE
zuar{WoGCK!175X~h_B9}dU_IbT6-A}C)w=LKD`S_?9kTSTxNAv3R$d12G~k26OeWW
zBMS<XzMl=d@((u!k?@m^p5(;z+4pn5PrjaYFC<~Sorz7+GHpzi^Hz`qQRcTXd}g7Y
zL=ElCkK%KkYNB)%ZEe>##ZKG~{3riKNOjl7@BVlO@1Wa}r@W2;vy?YeFZ?sSBI}gF
z3+}8&CsX~3dhRt_E{pAJct^o>D6_11l?Qb79?y%XuuV|Q7WyK@R(G-$SpPYH-ckXm
zg<<pp5v7=fbZz@0z=g$MHBRRHF6r?*NbjR>N1*N=P-80LPWgkweXVafAp>o84$Z6$
z{=`H&cnoDKot$NBWai(|+DL94Z~~3&V&Bf2w*4koSH7W)HkxttU%aDv4x-SLX<`t^
z?<7U2=9+Y0;4Z*~-^Avw6+w4?7cKOl!@-Fzv5v!G3V-Ktz1Z82#{GD<jx+KngHYR?
zrl?ClzPiIP<JbV4ki0AaeNL`XY{%VOTRq(1Wy2SPX#w{|dG>zW7Y^~=6J9KJd79dT
zLUCE^(piVtzN0&uHpOo1;MLQV?Uz0AQ6XN+^ddJqfsTO!Ou+?6{2SvA5AwqwcFQ}P
zk?>Jv(6ySn0Z%-x&=5SdUVqON%KQ>oO%TAxs$*z-Z2fM+d{jdWJ|MHE)H4n&)m__t
z{r;bOlY*a;S)2-LG@e*8npZpJ0f$QZ-Hpai-AtF19(+uf$~qsZBldk-;337?#vGJT
zuTl#)Rd?6a9NzDFiBCu7PXe8HNI+kr?j6nAb>q482JkD01LFzFQ25b!W=-V4e`7J#
zS~S*+^^t(Cjce%m?@IuR$<^FWiHq<z|B`Z({tuuDQe9!<Ma?;qP@i!q_?O*nSe;84
z@d^M^YwaSY5^MzVEd<S@?*JR5T*Zz_YK<Pt&mHZ69w&eUaLRZer&lMw8#Q~fNdsI?
zRlbDWpC<1e8qfuCI%cWN;N16k25uBIK@rb#`3M;X=HrdM#BG2&?={STYCx6<FznJ4
z;L_E!TUXX;A>Td#I(M$Dac%>>g_5>&GDr~lFa9bHFSa-aJsWFMKnPooqF)-Lccg*$
z|L#HDBTjb>;hO~FrvqQpe=mSHE!=5;!7DfYA#hjTxt<}{+U0N=ee>Y~;fM)vgSbHu
zDHsH<W2n&H@9r>OGc0lk^o@*vv`B4bk~&p)*=S~JHbbw32q`ghqKYqqcdp8G#)^=4
zr3b}F7Ki0ucGlg00xdKd0xI|rO15gK#t2MoetBm9WOkw;r)`%aCI0Pzu}1OFwrJ({
z1|RaMVYe*YK_^%xUHB^Nm&dBm>@YwA))zruez(GMO-WxA-mSdX(r&G<77t$So@)l!
z2<h#*eM@2q3)rV}_^FWvS=;7eUC9Rj<BVofpOZK`{nchOTvdYYK^=iAi(cKyxaj|-
z=PNkLH^c!Q!srnDSET|Mlys6RJEJ$DX9bl7G6<5Y;yxe1)@gAxzvBou6SiwI=4E%x
zf4Pp3Xt3e^%@0|Fx=>|iF>`Pi{;pjGM})Nsp2+^XJ^~DY?u%B>+313CVmewN%MHNB
z&C|&Bxb-Q(IGL7?TYzwJ%byh=WFSolr3R(?-{NP*WEJbb<{Q?YVP`UU%8@g*Dd|`_
zMTzcHDi^9WYot&jyMTeo2ZZ(;y$&cuw=G5YOBNdMqm)gDv%;lGilXJu)g(3rjHOHb
zwCr52C;V~>Y<ZKrDa35|S`7frE*FG&0X7OC1AG66eXgG2lI?}2`?3oJkW|0Z@fmni
zpv?OJvGvwrQKs+vFv=>cE}&8Z0xF<13Jfu%A`K$lAzji#3=)cn(n<*kNHYxG4T6Ls
zIl$0eL)XwSzkAgEeAoAQpFh@hk3Haip1ZE=yw3By*sFC3f2|(l2~hK~1-(v=roVT8
zNCy-VB?P~`e}{Xl6lF7p;G;$8N7oLfum7Kr;<W>Q?Q}%_@4pW$3a!TiHy$>jqpyF-
z_}1hMaAac~yi-@4E-m*SJ%I#sa0dtAS_zzKeZ|E)6UH8jChMjF>SK<XV2i~;X5a|A
zFEej48|3~VfTZV6wUApo*{!TUJaZq&(Hz6iZ(zxPqKeeo#e~$<JEc}C%HX_cWc=r5
z<%eXlX?{YYy#CYx&_Quij4&{FF!jPXz7x`vQT|;+w98~eDq1=B=?77{pIqC{Ji5HT
z+b1m#=AJ}NM$kSk%gK;J31=O{3%Gl~RJMdl=O_%fR@>ENYK(?2MdFgwBdg5^N|c^c
za7Cbjbj{vvy;i9?RlpY8F&?K*luS;QoL%p)Wrh7v4_?7=T3Y`VJwt^Y0Ma?c#p`=7
z5ZuyeK2^N;`>_1^2X)C}0XIbz(tqK!SP`)K0W+YWVx<dcUmR48LFOTp`Wf=LxmuvV
zI<|VH>w63K2fHwz>oVmU?x++9O~$f+SN8wMN^ExnOkcp#&JH`<3<NifRyz=?(37Hj
zg>BDlf$L3U^B?F&qrwni!GgKB*%>BC3=w6NgJ;kAL;Gh8uq@+W9Dy}S1g$m)B_vPl
ziGz%Ix}0RZ?M8}P5ZpO>;;h>j#=M7@ZjF5gtI%e=G$^xk63-+6VR=pgGdqCo&v}I6
zi`>VizDrFR+IVz`KID%*YG@3K?tql)^^27HlOuvoM$Ws}<$_8_LKq+(IH!yT&7n}I
z8@=(v<LYc<IoD7XHoL(an1cc;MH#|~W@tqYLge8&-J<zIQ1UBhH!3ge!cnIU4GDr@
zSg^IbX%R0J>nsc~%>QHr0EIR79j{FHF$&d;J#F3{#qJchr%qJ3_oYy7<alo#|KvtR
zfP73Bg2;7G3h(P#C*EB+BBZ(R<iAG`HHXsp-Q;s~RP**(iV{2BkORe8J2W6%j}&6@
z9ViN}0U83E21|~&(Y7t%ehd9UlK034d=QQC#I@41Rj&`}Je~?RwrLeu>BL2iTRk>{
zKu*!v5Y4S2TOw02sGwXi7(4k%B{oab`jlw$rzD7vVE6~1P-kpChd3NALY)?XUPz+c
z=2QX#l;MCP-H7~W=^BC=Ny@_d%^pANgn!O@^QRg&L(&a~)H9>d-j>Ra?UDm)*~26}
zEEi8@3tXK*x)y&~SCX&Vh%C<|1qozZ1ExQ8I}Hx2&Z?ZpUBT~XVN%93Y0|*$pizF~
z?DWmX-~a4tVRKqwa|tf^<=;FxscbNU9t6BwJP6?Nr%KD?Z$OL$yrAWEyDU0iAg|W=
zu4Tvo(a9e!OVZGmFa%V%?%iVs{<@Rz_89qBc<hh-)%nwbG^OWx$tXz(`$Q&w9gMLv
zETJd462dOtO27x5)M<K{qIU^VAEQ9<9q}B`(d*LyJrW3Nzx#Kx+oC6CtFN`;K&j21
z!Wb;>|9c{Q-ihWt3%qB&5r8|r@C}e0r8RD5Te6X=6#CMGQ?T1*R{GV17cRTp?oj&K
zGtd4yFHu$oUy6$aB044Q+cuOshT=&l3NA70r~%q7I7d$XvL?4RSR@=dh7a`XppSv`
z-#+9xjvwS6!!vt*7hsre4L}cns(k}zM3RnXtfRG>-sXnbO#yKn0fEThzs$6$&J&(0
z$v83uV+hvO%I%(^ekap@3D?)&#UJkogTQ>Y^Zab$A<|}}ZiT{N?b78CiOVu!p9WB-
z0!W-6MKv7qWM>i9TZ^t<T9=-uxDgTTV>C(j^{_ELV?|DA2g=ndC*Ztr%Bojv{3f4t
zH*IXCuc}s6pZ^3>J?Wo5dA_7RoQN%Xqug$?M7}B&4$~J_VmSOfG3ur0-By4;D^RvP
zb|I+LTJb_=+kJZlcftDLw*qP&XduQt0Djzv#7mmQ>2Yf1?C77-!d0I@d_miBdZr~V
zld-b1Q3in4qoVk8`sd>uomQUAx4Ze+8+NECrwS%ORL%1(em)4Um~-43&QQ=QgLi6;
zoPKkX>gUQx35TduIpfaWz^HJ-!xGhF$YVcq-MY$f%ncpqHQm}H68-#dWV#4=+01bH
zMl?GbVzEl8frKZ#A#ISM46fR^>sd8wW7@rU5%kK;eaN|?iWuFtv`)T4WrF=0Nn2`C
z>W&khwwJo{#%9K}6E^IoR8TNn;E8PL>9Hs7&vv5*{Cl&$&56+6{#|$Mbba!!#H>7+
zW}Q9bV76s3W5mThYheC7r6DcSr@cevo#~`p3P4eUsoQ_}P5UL_2@gl%I|B!i*$Ed~
z-vq4SNi=Yvow^+2m;UuDllQ?iDSWPXfJWFpm~BEu-BxQKT{6qys%!lEc)pX?4EiVr
zgzh%ew4!_u;5AP^)kZu&Ug)68y-?t;@%~QA@~C^&*%ABQ(Y-g8Y^qG^Wj4`0`3B-~
zVKdQStM9H(S;X(#d9598$YF2RXdaU!^3Yw8xZCMb9UWsYlAYGp4P=pKIud@#%VRn~
z8J!Fq<2Ko%*~mffwV~bcP~gJk_oqP3j}||HkTWLvZk(Wzlib$jEA2?IzXt+CV-Y6W
zLO^Xk>vM!rRtlTQrx%^<MX1H{tpt$3k2}}lQ!jJ2_ZJJQJw8-cf|g3f0RV5RFx<$$
zmpqZ~(r_A?=jFa(s2q8(0_Z$!%e(~U`HcijwADI|3bo|q+)ygDnlE46rrB?=)4gBh
zzejhbA=;YTn?<A?A9mrEKR8IRM=ptcXBl+WjzWVV=jnjEHz+7*(E)bCCe$B}MmJFa
zlp4hMfBRTc{a%*%KLjd4C_7u9kg<@w*P}9u3*y+Pu+1gxtgr&d=XS}a%t3pdiK&Ct
zVG!Z+gz3AO+7cs!>i*sl2qB-x<~R^D6kt4L0~(SyPHHvMWwRH$*HWK_7oY;J4C|F=
zKTUb7$+3Y<tnukf|29g&ko+<4xY_0P>%VfICoCUzzX2{H9-_9|g-O&y>JCrV(@%|(
zRl*<GmL4}=0`fpJiL)19;D^I*aMu~>mMvR`T7AUz3$F9uiBC;y09$HGV?EdKQJb=U
zPua@PhUy}I8z)ch{O9H9Z8ic3@tOX@*-02UU)Zi%4bZ}p(16K@P@MPx+?rc&3OQ@0
zC5?T)Er|xcW8pEJYiZP|Q6$(}nQ6D_PEI&88O@L%n73`af)n{XmTZRY&?T@95zq5{
z&u#R^QRz)MCF;7LueG~Qfq>YOVp@qOKdRg4)&ofo?-YF<#kgFck6@O4nwIVUOCuly
zig<!Y<Y&Ft2gy+7-|a2sIcxRyv!S{>$&&a$Jgco4RtjgF1bm)9F@&2g%(ta~(_)X9
z_ez-%lJAaT*)27Atq3^KdF{$qbSsx!V3>044SU=Z<q*3}bA{t<wKidj8%qvQdY(oq
z1>N}$ir)Suej1(^c{4M`zBc{d`x^M8)N1S??`SEFp~TzwBh}TZtg}-ZtLfBkC7CVO
zXP!Gth<c?`tL5gS<s~7kk40j=*j^2w*!QJan|Y3FAWIiGCO|9}!MqPa=7x(O${p7W
zrc_KGHi7!5?HH=CcF)^W^&MVl4Ll0}AaqNR3~ja14~!2#30BUFG;pKnP}63=W7M0|
zu0=tw|J7BbagF5Wfkv}TE^3w$jePv>M7ORu`L4*Qs`+;yGbWBBzj@ON`Y0^hFs~AL
zYGxPBR?M}ZO-~<|+F3Jr*Y12=sI3kDrY@FkFiJC0v+=lGdG|G5e3ErMnWmLwjf8CY
zrnP0-4ZbUh#ZS$fGg36ld=&EhY$+RrUYSZ>Tat9Rd2Z~DN<|0G=>!S_>fXJVHY3IU
zMuY^nep88mFE|PQ>KpDlrwue|f%~MrRkn-Fa-t3!*^-<S8d=v#Z#*HYM9+6<VUJ$b
zEsvSMck|tjYz_B)y1{|T8_dh;m`rXcpXtmu42^6tc|gb5##dAEAxEQ5X~z)9C$mTT
z&o2506*ODB_XT{n2m-D^E}0~MT-$`VjEn}>;O1l`{iC}n`&<U^?<!%mC9XzsN!`A6
zC)M>T>%*(po?exb!t`BBM`Wu%WPL?0buIm^E8=BDk|%ESrNGxHIoSn8i~8iU;*V8}
z6UU<muNx!3C7E_13;NMfhy<lJN1duyC73*)a9fY=i}50s32$nT%eahc%%PNi<RP9|
zmAv7DguN5z5x~kY81(j*^~HH>p!22LyV0QW?=1!EEsqP{hvN=laRY<OnlJy^pJoyB
zSq-XXp`4|wyHGjRYq;~e8pmYbs<2w;gTH_#TJQ}p{V!i@+cnu>rs12r63v<@(-Gr}
z?ztVFV|?!HW@XS&rH4+*F_3^F;BWeSi)Ld>=a19k_|se#19u;F2V%!|k})TTg^CG;
zZAb&;>oX`!!?N2zfUYHjg7a!FsZ6<g);)IQ#sLKGI~^Vr_Kp|a5Z6USMfjf2sljbq
zEfT95Cq3KY<v!zD^Bs$^EhZ|8cC{chjhR`SN2CTgFU_&K^;{%y|3z;5{c3(*uKe4t
zM%Gr-7We<@6Iaoid$#qo;6t~K@+<_-H^~Uj9g?kXaRG?=vPGG-fP&ZFr@kS9c-z6O
z#Qt<SAy1FW^)T;sHt2|`{3C~O2gH7sZ-Gmk_WfMLy6lO#lhUKwTE#$;#Ew!S$J*Qe
zw6-(ppz&#C08s~JPwG25_1dQ-up717D-{etvmtT4nCQS}q&;SttXlrs`v>3}x1QP9
z$kPahgVpq@nws7m#Fg`|)>=wCv1|A~B*s_00M_@vC*leJFdwcU8oq{pS55CC`9U4(
z<)l==qe;4$1MCK;Zj6>Qpk7@N2i?wKIr%;X{1GjWta}Hfq+8o3Cr4dF6c=Y_5v-9(
zD!7;I*x@m*?Y+GpQ9@F|3;nA)iTzpKJOQu!HJjg<^O%#|MCuQ}_>kW0t6#ZuBMvF$
zzYRZ`=7Ib6hU@Om`w;u4q<oKVHwDY?ugmi#HeVG&`|r6%TZB0@Cm2*_kJsS(;&{=D
zZSCaTFl5^86kBWy6%kNzT?)8-0Vy470<`Go<S9Ec)GYH^`MC@YlU7?U5UjubBYVR*
z-Z^o=4vWj{;f9&zwu?QMqmQetJ*r~oHZYcgbP-ieO?S%7z8QMgOc&aq*;0xeL=d%}
zfEW78-&`}LdzhRvUb5Rg53xm7Kd|&(iTC-Frx6Vn-RrsM2(^~B=N-$e)tFHh)As0Q
zMh)$Uan2jJ{S&OdwsS+g7E0oreNSS;E3z(%X=yETkM|@b+i5;^6R#UAd3pZC8zhFC
z;sXpUx%ZZ%2Zk`TkZK1qpntj)&*wSm`dV>+%q2N4Y>KC;3AEHAAo8qzsFOG8q20-V
z1c4esBLUm$|0WbL_8!)98Zz8WD2Pwc9cR5Sc2!+dZ-skcD2R~dep3dWpojD+QEm@=
z0hd;9s!*w&oICN&p10@IXsdk~RVNJBRZODN@6mG?=v{ko<a1o4m^ce&ct5LbAgL~k
z&#Nm;G4Vnhi}o$qmY{{6u*7>{3WN_`h?Y;Ml`-Fr=KEm>&Uqudz+R8wx)nP2!;4zc
zGOINZViORM^v%2r(k;RBBnSv3|4=m<XH7bsAX-PE)=S)E<n&axjYt_n*>FMS14jAZ
zztjec=&PBT<x+AFr|r>MtORqDWKSZAA?{D8M7JJa@bu6I&59nLolRsi3if~O?c{@v
zSQym7+0_;S6rkjR%;-wKg6c;k@WLo>rujC!i9ed4L_HYOTq6p$!OVpn9gjg^-p}L0
zlIu-CM?@U;Ao6ATsq3TB{UlH#BbXxasW;rlZuNyGsQkR){%GbY!DcdJirr&iKz1z*
zj(E=l<6w)f?<2jA8E;~|RVL^Sfr%3J#=({X%>&RG6NXcqFieUUFF-z$5l|~K5mJ)z
zCwu$$?E|_m(<d+L`0N#3h<%=yNiGmGoK=d5it^cy!2^FtE)?mWsu$R^<{9h*2RZwW
z4wR&~@IbHLX>!l&I6ds(56+;FFbLfhM=#1?sSOf`eCr*bo~;Jf8-#ws9=Xq`!CJu+
zWBmSfE|UGyjrJK})Eik2oy=l|ib<bKI)fj-d^Ymb{pI(IF?>Ln`qas3OSfiS3+8QK
zFLq*;0CmgFYzeMLC?&9MV>5Dtaa3ev_mBhKuKxsf65f3GFBbs$RIGtMM^k-AY;-=t
z)BAW(E2ZfRjfhz^@LiO&xZ|?>HzG~Q#hs0xf5Mf#LX)LHBl)#ho(;ui%<yf6($mFA
zz+JTOp6u2`N$MeR3APk&ynO&rlelZE+7QBTFARz%VA219P%z!T!==hdQkV8dPk0$!
zD9$8Dywg9p-ipLJBl5QkH$MpLw;k?0gL}=mFK@2iG^q8EWbhs`jJzkB7esOSW7x%e
z6lAoP&{q$*ceB$v^}?3BO>u%|h82sp2+h2iWwgTusaD0S5uI(fU0!(C^{04ic$XVj
zNG{wq4<BI73jm_w(>+ESL5xC>n%^@|=ZjV+jrVqE+PTT8l!s{v^y3<mE0|dC@U%K!
zC-6(#3i?fu{<&-4*)`P4lnIEZvC3Go4pL^_+K}+pHqRXt6H#j^q2LG8a9{j%Hx}Md
zs-9w6uX+m4D0^Z3_E9xjQ^KzRW98_4?b?Iy3mc$W`ZX~9WcNz@3(;s6=*R=}uEB0~
z&AOv~>rG=fvmaJT^kK)>s`>MfR^zdO<k!BC+6fc-iaUgQ%|C$I8%m8!=l4|S0Y=yP
zG2NEF!~QCB3gX0rG7O8O%Cl#YymRq|h2Px0&A#ed6uCcX+PN7`yq+g_$^!r-z=0(o
zAo?TnYs8I(5NqKGO|f6g7hQK3<m6O?&xe*(Z0U+><(6?2e<c3f%x`H)kkhDMc}@7o
zV8tZe;F5|Gc1wm%9jWPr>Wyge@bZigGgh1sdAU3=`>alAnl`Z0?o`oSqrgzT*~m!Y
z{e$4`&BAQujcT~>ktRwdLLz$mLYbK=(W%c#s^Q<KkEja9_~<S<>UGjYsr8=!a%6@9
z%^v;Cu7qf=e6A6*PmY}^`(ai_;@l3A&=s91%&i|+1O>%0;$KvN-zO@Qx7V|T9ETV3
z$)B`2670UuCaAd}l?Ok>Zy^1Q3{hKtUT#}6#7Z8=!mwo?tp`O;_}y&?w(s^LAgRCM
zVBz3UO)^|RO_K@dXUzg{{Cs>btJ%VB>8TP0J9*FB_bWH~$*7SkX*^Jm&0H>n%fJEh
z5_okR#|k*jSYG~7m=RLSXk7sRA_XG*g+92QRQ?m-D?naZG@2nv5XX4GroetIgb&>9
zQ^xD3iI4y9D)1Yvq472l1qDZxFdVb-)&;nVO6e{wwyyM-JMuPT{JbiBan@K*&p7E2
z-K>jP1>3{EtD>Vt)nJJ$%1BaDf%WeC*Q|87U5+(_-9R*Z#ZCSa5PP{!dVBI&{Lmsv
zcozckFg8{4aR*+^vX3w(Rb?I~MB{&ltL|S*UOCC2#cyQH+U-t0%NBY%C>#{31fOaT
z&DFSZDSC(?OfPjSFOSW+K@~C8qc;J+$R6D`=fkjfau!+bAiuB3rqHw#nGid2>Ngj~
z_Fk{;i6Q7hO)w?#LIBXn{(Yv(HIojd2}#3HE!n=lRyh&AVs%EIA@to^-Htp{6JNi6
zwO*?>DtiIC8SC*UzajP254e0WF6;u;^=s6OKhLh&|2ul4Ejm30pSjeC8Y%Ev*r99G
z_^l;y(j*DNAzM@a0lU2+Yf#Va;vlMS5LR8^0;^A}Cf-K%SgdY)P`Au0^}~n=yaA)_
zr?<7W*H4tDhd8$Fz+w{eqJ?GrFtY7tm)yk^^GjnLMW21UpRu@?Z~oZ2*M=@?oyTlu
zr|;NHe%VvETY*apzIgtdXS&6u=cAtb83+6K2`Y)*e)b;!{mzw%JMVGX&H44q+iJcB
zA=Mn9s;ZOfzsGL~7>YV0^BvRh#c`$OA?tkmiIBce!v^HgYU&HpW|d1H1ut0aL+F}W
zqqt+0A-3e`PoBbb&<d>r8COOQ)sC3c)t;*M8_jR{dSAbz1q%Di@)X}Pm?NRft1b8I
zt{w%PRndU1!Bd*fe;oq5miU#H_eLzxyIrm~1)r))RlaWPQ>|6#7^$l^m{B-*uOdvI
z$?WdDsCxf(2|^?9qubhP2mTr&EFxq4clH2s{Cvm^^-2xNw;Edk<Gic*L7nY$cBU3J
zvbu@^XhdWij7SqvS;=RgX$8{y*A8`Q1pN|+BdTUhX3dMh#qUTXT7%ZyPr8D2O#Hy6
z1}$h_2%{NLCnWMoSsnHs$kmYw>};uHHx!9|<$nsBYNQrDFun~!tA9vIgAFn2GJ(n`
zX=1aQNS7Tpc+N9V08CV<6w5xruIb90w&wNj_Gq4r61tnI3-#zQb4lDSQ!|B+b-=!@
zt^b`K+t5&P=Z*<LYY7B@x7qpiT7G(ho-3tC>!bsj!Q%2CYB`dY)pC&1F&pf@%Hm+#
zm6i<K9qo-a$K!^%qB-L92#NSqK`aL1%!I!iC^*5HjC%0tO^Zoy`X%L+me^RU-jl`o
z*;!0wRirM$vRmqVg22-OBo(Y(A9S81q(M&lQRv=p0HJ}bRMmCQQY#Z8rMLzI?>2^k
z11$zEV}hFA^I=aLq~+*@VLECHc4)tKz`1`(Caa(AGH}OWX3|vGElp7#j;mqTGFEgT
zxs`Ig#ToO}NJ~BS#$*Qpf&0|6Kd|RG)(Ogj@Gx%mPNlqc@*C{B9ad^}Ei}G30Q|K(
zr>2@fa3$k5DEpW&x`uRW2KRoD{iqqgZuS(;&W_cX>!SNS!7Y;N<dEmSq_3<@s+2ro
zNOtde&(>`0O(^aDUH5eYjU4r-3H-pz@Pgas_HNIVJ(hf15eB2H*B2)J1oUH$wBw^9
z=?YrSWfrpzz{TcVpQ^m#vc47zWMakF|3_u(SJCOC98I?LIwECI)gf@a`se=16}P{M
zRydZnS&a7nz{Ei6K+K9#Ane$U3MUeNd)u}Oj*YSCoJcXKQO@zMvC*xrtf{T_z}b9s
znze|k6*)Xn$aP999x24UEw?{b!>&v$7FL1q^T-h{T-Rg!&Z6^$rjWCl%aGkzLcRAg
z(gl5J)APAhM1&)Awvi;dgQ7pRV$}BQ@ubacz9|ijYH~rKA7RKE?jxMUD5dGpU%ku(
zze2y{4nB03cf7=qwK(>5Wlz?+;>+B6;^t6YE;B@Y>u@iBI6<@w*Lul?`2><NNmj#i
zN0cq5qu@|sKU*nS9v`aS^!so6(>VWiWQK2ki9_jNmQkuzO726>qK5>7mbcnGA)OZ6
zIi99(k+In6wo%uuCSurzp`QOmetx=35uoRW1U~~<k$oWN!P>=E<!l>2)5!}PT@!F$
zUya`!RKp{+3!N)>l;t&aUV%*!FRr7KTria7_8bXFB*KTso-2u8lx;wSv@GcHZen@A
za-BWC!<C~k!xQddwfvTHncuD|Gt>_8=rA{v@wPv+)+>c&j~P`X-GZV;dh058i`<Mw
zL)KGzGI8aV+0r?JRgGHNCy64k7W{GIznRGPf5(ZR!m#g}z`%H)W=eyShM9g;vF8yc
z?>G=FQ7Q5p?=x1%z2rr`I0pgvF>rb~5-*$;ye#BsDR7G!pFT4Ra*7*qhu%DUE&av^
zvpH=3eGY&f5I&PRXkd5OcRT))of_Bt6lMiqO?CC$;ajpL_vl&EFpNokmDCA*4%lvx
zfOB=nk1MMgIizT{<xfxE;c87XICrj+9-KE@zQKe9Hv|8e6z0dRQmnfbh@6J9Iub*1
z4!NAznoKtV-8`*zFT*5C<>pH-`&-&ZcL&gc{aeFAN83nAntf@PI)Sp#@6jE=P|z{<
z<C36x_qr|6)#j*H6>cwH>5nyHa6VXVqh~KTIn0e0_pNBQwA2u2N(<@Q-`;)-f?Df^
zT!zpEiKDsBI0Ki~G8J{#To5re9W0VfEeDbRJs3f?jNG6_nx`Gk@PK7_`AWizMSr?8
zg8geZ=L!mG-{aAqKUdeSj^nNE?wqniY9;9QJCo;5#c+@meor}Cem~51?J2<eZfU%K
zUlh;lo;BkBDG%jqgvyNrQV%n=`3@>8C{09q<$=e~RL;@H|03UDZMPc+q||}kKG=ba
zBW1_wZtEgoLS&OEJ2%k#qhYKZAq-PpL3q<OD?LeX=%8u^2ss)V7J=|fUpG`<sz3dS
zbtulN1jEuU0Rlc@hJ9yJ0v&}G=R?<}@SXp^7pSK8QXnL)N3>PA5A-J7W0LFK7U-X7
zwe7F-5Y~D8<zm+w7|_p1k5uQge%1L>S10$n&8Ft>F(6FhyCo&ioHoC*Vh(+ywzId_
z|4~KRX6P+MdO<m9w{*hOJ&jAh@|l@fUp`1(`OMh@KIN`{DZapGsZXn9RI8TEVJV<~
zix*~f_Ss~1rtD<JAHRXuA7WHJT@RL|K!uioq|yC4o@zJtjJW=o4%3vcRDL`**Hv+m
z^r(Al6nz&ak`V_qUGER*<eHmQak_S8BuCwza&;xvO)mBY_h5;lywirc58sJ#7i4X2
zd?4>qS`({4M?#bO6v0mw3?!ziScyJ0-9_i|en=my7lL43KC{uPteQ5HSnf)y$;Y4?
z(8DEYtVw|kpWRX#2<@yFR!ni>^g36FYgRmm;x4%vL>|=kue*4OB4+n~{IHtum{-d<
zzG8E@c-&vEL=o7vx4%Cq9GN`W_>vvsU`XW&-}c$>%6H4Ve&o79k|^qKaN){dabb*d
z#S1rHpmz$9k*iSdtwY54;vQVJEiwU<d!FzGR&EIuUt&`L4>3fzUxcVV{hW-^e)2_^
zcQ=3WS<RzJ5$-JrYhrBw(VCDPU4`Y{;;{GLG|0BiZjDsOCmOz=3o(L@&-QA$Y`Uv{
z|KMTs>-jmdUyM&HSJHoGGQTo>i4UbO4(s`1FRQWNysP1==+Qk#54Nx6;kLIm7e(g0
zR8{(V+?eT9dHUto-=Z(8K?TZ=hju_FM9_uNRs8toY`dKD)6q;<ky}85Z69HC)Tlt#
z7w|35j#h#)>l&m4?4=PK9awDR=>?E;^)cVM)4J{w$<COm&ZelZS-L2;C&E9SLAA0x
zoWG-9FyZ|@R-h-PB$%=jK|+^f4NyV&^C44`#L!)8p30)TPewi?Hp=<wn7^HW=A6+K
z)upfoen3}Hby-d($gB~g?cI=KEk+I2jS1hyds_U8d7nRyh^oa$j+s`HfU_wxuw1q6
zEEpnM8V%q#AmyftQh#~BO7)riA`r%T(G%upONb%6J~i0mlkamLUYx(q+@a9E+n<Qd
zCBfhJOO96EbE=CD6VIDIY<QuoX<NOZo(yPPPu9Z4xw5-EI`|F~L*YeQ2Hx9FG9Xsy
z11g_2F@d}bO{GyJN-<<>^B7FZmZ_fAL3^3>f`EfhgZ<dszL-3j&>!w@FVEFyGLB{Z
ziy_|s^cQuCYTU`uYMxts)yzGxi6r?GI$hH_{QGXN&TlN{VN&vTw?AqGy)DHlQ4)BW
zTfB^LzH{q>*-mesUhjYQzaL+TCHiaWYHmAM2tfpFs05W-$MU#|y66fcpbPF)-+<{P
zy6vM%YK#T~+7$rnV!dV5+5up_Jid}3|1-lQYNCeP>2W3QR!b3g;l8?h(Oijbt{hWI
zQc^7zBXzvRAFbe2t)ueMKk|-2&bM6Fa3hWZS{)~LWR>vqRH)}I(N?^7P=Ln^XVOD6
zP1E(HS3iFoaDS%A(l{xDk||X;_WQZwZ3XTq%6z}B%6>mHV@~#VAC}^~<-kfEEu#CQ
zMpVGG>QKP7^;g{E1XJ|2zl`M~AUggVXLk{G%wG#_BRBLFoURe*E6h;!T&E-_t8WB)
z%(yQ!ySQZEZ_!uDl3b2!N84ENT^0o^0sw(yslZ{yW)~)>`p)l8yx}47K(`vok>{4D
zuzOO!41<Fjh+6s9Ll?d$Puf7QN2Ju&^_@*%1|K!Ai`2)OJagW^B+NVA70*jfMYb}U
zRS$JdN;`sWs5urkNLn5rc-ZuP)ue&CMlbxpa0K)6?>owTIscGNlP}P1RU~DkO#Wk7
z<aDmk#YwEl>T<epn?BGdMCB`MXkdc^uqP|YD_AO;<&@(q31MbYWfoSMV*++sONm};
z`mWr+pwyV3Q0nshT@ZIEF=OxMv(~+dcjTNdBL`jm{MdgHBySm9r@BhEp80X4E9esX
zx>0OD5R>Xis&cn8bMf3Qldif(ef!y^tv&moOA0|1-EukY9}lWW!^sK=LGH437ABY#
zyB|9ECU}%t4qVq*)&VKTj)qjbBp+bPCpTJq_*N|OFm1h|!7sCRR9DEw0=WD;(p(A-
zz>MF1umyXUe6M2RpLuC+ZqiVA9YQ+vP!*L~>U40DD&?|V)b`zWaFuTPnrhqh4lw6F
zhNyQN2AAl+dw`%LCyODEg!>$8tL{6NIhzKkdg4=W;>2P@VUka(la{tMN(jMcRre8#
z*6)A4S&~9kFSg89Q_kT<;lqx4XtrA?8=xjqMfa`0mCIxHDM7zp!4C(#aX#0rMwtqG
zDRw;&_yOoP?iY^k$JY_^;hC;{1OdTf<ivTC86HL{X|vMZsH<eL)If~{R*fORo|BWb
zQ&k$2dOL?4<x~$Fk9SoDoZu`(;%_f6f|d&)l4-D>I5Efp1sk!rUX@{df#-r*&c`7S
zMwgAUgO3y2X3~gViHGxD(FO?>H&vQ1n%@+|4O=3SGTl-({e>a&F+bKe4-1nAmb2h6
z1$=ftka`H5-N#CPjl>|MeF^M;>w>bLCfM<S_uOSAx)J?{FW0v&(%tRwf7cO0PHlj0
z7Yn7>9$945Vam!8pPCR(x-*-hZd@t@&sReHb*VDw=9jZ-=QT<I201#>{}OOIa#pyj
zm0l#RUU33ht>#|@`;t1>y51IpqO{+RAbjUF{p5rOAxRhty!oMr$4Z$qH>T|kJAmCW
zUqJ|W7<6hg>Qnv%6wr1S+*EKr#GsK6=fM$l-zzJDi#^k<ed;b8*SrB+(JXy`=n(2F
z&nTU*rvEAK4%;f4F+FVI$2dY;GGn^*``gqM_Gk(<6vES-7-Ogmg#A4!rc{b;-+1gd
zGOhBc;po}9u8iCz9}pgagT1ekQ~>iM;6BP}>d{S|Tj{xfyU&6GSN4)1KCX!SMRD`v
zQ^=2EIjvDJZ3-U+DQ$izRj+Xngypci?yD_11&BO8>E&`h*`QBEj3nr-v~_?!EIAh^
z3)YBZY#&#}&d*Li7recR0}!uffl#&^!08t{SvYk!YvEY<<1?QZNlo65AAcS4&M)gJ
zR8;(cJvfA08#hSD?{-Nu?(EEc%eNHPM0=siZ^V%vA0ELGlE*nmc3<pKD(mkcZBsZA
z_t;buoA0qdki!n8gXzPQwk_@rz{(MEor)NxcmJPJ3OKrL%~ayina@N#{fInwxK74f
z*<)Pid8R<s+Ywc{FMWbSW>z2smC!{W1wQ=cMS?1S9*v74Ba0y=TaUlt_S`vWafES;
zE9BA!UXyz>>-i`f&hrcBG}pVm_4tqdSKQ?cVh?;S6_~n9k5RgLZ~I<;d#NMvQpa1?
z!~_q{s`I8Z&ZbQ(Eco`7f~{Xx0tdV%|6Xg@OJMpoiBe|l*w;u_HJCTw;`>BWIeLU`
zupazG2QQTq!hfU}FAi=7cx~@jG?dc1Sv2_ug<Nu%D|JVI?O%@^JH2kW$Wg;9rk|Bg
z$u*J2D8rqjh^Zw>o~%7QT|WNqOecC2E+5-93pRyO!k|Wf`KcYu%7|0Rcb(_a(109{
z_10Yuh7mn!#TUtQ`EoBBUZbm=F%MXJluO#mdqD+(4}Nqpba`Ahi9WwVTxux4rzR-m
zU2q_Eovq2tG4m&7Os^>U?`uYRiLLYIq%=J}CF*^I)VL2Z@0M-cC8OEeQ$Yk;b4^D<
zgnN4HHCiS8HF6tZV4VpTZaG8*f?+KdCBwgaT^h=E2gGBo@BNHvDX$klEwR|bGK5|0
zGflDRoZBIm7$ocSDzfnI2Ug+)j&dqnz3}7kaO`?-T+qAlXeQAQ$ZD}%=#z}|LBJe+
z?D@_D<B?UX+W=Be{`PIy5bT<LLC2LVyTkVqmD<|-xb$mN&H<6}^vPn#kA@dQ`lm;E
zJtv0-W<`|_MW*25QZG^$8}RAz#H|%sqpqzT9!9<S$HoMDnP*sQ^sFb9d*61%mNSZ%
zB>{MyDIA=v7`ZNWU!fU~El3G_JWOK!C1KoT;gtcK7PNpKq0<D2_Yw=9!`O*@qF><=
z{-0C3Zid5IBMHf%r`wC%j|bWp;O6LlA{lG%aZlhmq+X75RHTD;_12$eK`b@z)s1C|
zU67Xe5PMJD&9z{Ao>+ZcM&24!J41eSN3%;PC201fN_mC+2t1{Mu%-DEbuWXo1i;_l
z;s-d9y>+z6wk6>0+9m`@)v-O97{YCUpnQN?oYezHHP@|#@TTTr0CVfpO)CAA3jP|W
zprVKV>o;dS55w(OQUN*=%Oo08kPi?=WD+y9{m%aQrORFB`|Az;87nWIkGd%)`}C<0
z9to)8OAy+AD96RbV;<G;by%qfhCU!rhB|Jt$Q0te)45UYiphL`SUCClTqqwV5rj6N
zOiR^~=jl*B;C02PzZgpd81wo~n-j!k(`{)Zu&F3Kcaq7&6V7sn4Y=ups?Q&V1;@8a
zRKDt=p`6$+MTbEZE$ms!g%%oKdPe<8DUZ$$0S%T(?sz|0vts>9=~==g-&!3%K2E;;
z&n_tbJ3>`@ivWf1FL2!wdz8Jut2kn8Ru6!-Y*2b=r8S}jXOBj{zBb@DEX{rEz#~f_
z<AAJ$TJEB&Y~jzB1%g6@0Tkcf2M*Q=h5^+`u~R(xpO=n^AmTO1!|{B_-{<M?`M;%R
z5MGrMyBFH8CcfAIO)m@Ru`fdgx<k<j$@i2XM!-RLM}=S;MNa`@QXogBXWieP`Tad(
z0{*jZ@9gl?eKGGx7(Buc3Dl%+#Q6g7UH!9hgxjj%GqZZ$x53>s7mA)q##=Q#<_*vi
zOagBM@Us4FX*n2mxgt)V_~&>}PHV9f?OFZ4C%WVJO9}B!$fmmf4H2>0{zR;+BXdmQ
zlQABm84v=ALE|zKRc-C-M!397^{w}Gm92>jFA}Q`VZXVHDz_(<eQi_It8h1*!ItKN
zi($&%w)?p{DE7d(wo{o9pe~~1>6ordZe=G(y;;C0!)3EwLmSN~n9v$-n{slP2U5o;
z+#({nl)>})rXX4*$Dep%%uybqRkmu?Ty;SFfGS@2yZMbsPOrm@j5r2&*8@Ab<$W7T
z>}r)P#FjEPFpwF0MPKnC&kA*IRkhZG>jKg7O5;mj_~w^K`>x!!VPD)uNo%0r^2=T?
zGQmWuuwHQhb?3CrpXr5WXyjON)g835)lHPV%+ai@z^(Ddmsw;txdogpYCi(M+r<Dr
zc%4CcZ6s=&3F{>>sK%14QLt~H4gj6rtXaJdlz*LZL@_9b$<<58Z$f&~^X1mZe&@aK
zHX>E=GA+x;KgDSh@k|_ycg2zlKYiTvl(!}D%e`Gi_2qhlRV@Cm5;NzY%{($~GG)zU
zc0Vy(kLxen%g29E+$kAM3SZL*;$2~uqtxjy8{&npoZY^>O#*I@h^}N(RQfksa$4E~
z6~=@d#}s4Kdp{0FE-@fOsdrDh$3;3J7Nf3mzbw^M9-ZONi8vmqSzrNm4}@%r@!A+n
zwakXneaTJ^$hkC;n$e|Jz4Wm4lZfWUW*>mPXf~W<FE#c-yG}A9&d;pj2L~KKPI+w%
zRZG@%Tp-L>7W+>CmD{mT3!c6#1!{*au1s=rv42If-^)~oDy~)U<_||QRxKhDgL9EK
zEstz^D_^xLj(!$6619Mme9~?@Z)yWl)UZ)6kXTN}jGcn-^@-ZyHn=wl8ttP<&ozpw
zh`nar*Zn758wi(-yFN6abCz2d+%JcKis)cGG<mt1%@hPrl?eiAd~RcKVum73Q7@6)
z{mk-|#=p~5TwTW!+o%l=c#E#2mfYwmNSW~R4F-|P`@=jvtwDjwlYCl%JE1=Uy`2|H
zo@U5jD6>YrSFG~2VQvgzyF5`Jh>RiOmGo-}7o!<g1!Rr>Y|?tQ7qxK(6crg2{jp;(
z>pJw>4lCsy(IlVJ)bquMR$rFA@pugZfxZ7Pbgu@)l8PHN1dWHk{$)(hVom?!`+X&h
zSQIekA^6~acji^nM6beaufS#bU5KZ)$S$Z<kBobi(ah(WLg~l!U0pv}{20n#7p2T`
znk|kOEs6XI_)$hM1NIFIh|J~oHKDF^VS%ijPBAlP#-Edy(KX7pgQqq>k2Jq?#1QlE
z7K}U38UP5r(i~nv%~}MSaa(nZxN}J8a!?Y(>+^FoS<>m#wAe)MjA+N~#t<n*lSHy9
zXGR4$r?1fVmDHDS2&FLW;du~G+I8H76j_NJ9$x{DyENRt1XPttQEql-0x|@S2CQ{Y
zTZ63%V<Ahp?k`ON|8fD0-oj#vjpgUtf3TT>`89(8zR}KC)liY$eEY8xQB2Xq90*cm
zh(_KgjeoNIYd~d0x5%U+h6|@-P}ASv*D?-#7yx&#m@lF8E_XrHq_F7fkG}xoblhF!
z^}bIO#lxMkoz55>Eq4i{skbKFsZw%}t$lP9HNAsWXHBhgamTC<uK*%z`}EE;247zX
zh^_9w*!0BCDabA@C2~qT<&@7o$arNY9eXd)04YtOUTa*KL|d<~7RawPeUiVkH~`?K
zuGz0rO;Lk9Cic$ziW~Wnj`pD3u4d?vviOEW?PaZIG{*;&D^q3F>w+w(<V)Z?bt~<c
ziXkEev;p+<0!>l9GBU1yjCu80bTKo_5db6L|ADnNDPuB{Wvq_pML#e(ka82Vj7v&(
z)UyBz4Dj$<2ZUp8C2xlkaMvSSuGD1cR-ZRcE=*9_mdh}XRj0l`{lKf^6~e&fSlebt
z6>8BPpXTA^m1Da|6Td%fk6khxm3?!LkOni(n!xAThmu|p)_v-ijQJbWSEfK*wsK#O
zGdYLJXtMP5hVjoxk^HWfnWBQweNN`)xh|!Ztx^kDW_-n>beeN_S#O1pFFh$oi^C48
z`bJipQc;^;QJ+aMU;AVKR=@mP@*Cr^fafqldl+R%Un1{vw=^2!HFzR?E}!w4=Ywgk
zkSJPw+C5bRjDHCTc>V#RJx67L$*b^`T>bSiW?M#Pb|;cu)Lqn&!WUY<f1%j*J~gM&
zIHR~6a({UjW4pYw&EvhZwsB-8Efe5c0J?;?8~gZ7#ECJcDFk#G8rSBT2NUg%w>Afb
zh4Jz<Xcv9j-rnvhGK~e{l6P&b2)=+AFSOF;YQW$I>q`uuGcyzFNjiRNtXT8PGdF(U
zg4Vm%u0jmAu7z^qi58V=+9fApy`L(PBoPX)dIws2<N=f#H08oo8d%K1w1C`bV2cip
ze;x3U6umeUlfzLG<URBU0EiZX;xg+^{F<+od?wTHXe&dEgMGL&b7vm(c`l+Lva&tR
z$RStnauum8+T3Ib^>V43h~LaJq}}@{U3>QW{P`EaL|4BHfK~ghbs%XHZn*p6)4@$k
zRtji5U@F$|Ym|Xt%ar=!F3w#*TCn1Oz&Hm_^G4#J^VC}6%{)AMB3QC8jWgfb@6Ae4
zUa1i0UdmIhXtyYd3p0DH>t^xSb+1DGb7j`La*SCo0L}LnX59cU>DIsSiw8k{HzSd9
z7`P(nYsqgMe5-kRC#C#3l4bR1PMAS;VZEMZT<_(Bj1?9s@TTq*bPQ=uf#N-QR?(s@
zZhcqvo|eX%Rplc>`TdC47L?<oO5}k@f|y>R9`~+pZW{x80fwPeZMx|TaP8w_=jS)n
zL>g5WkOJ5!A7r8S9l7UC<@a67o90lQ?AGI2f#kHd7Bbm@l&5j4L4$}S=>ZSJ-palW
zp;BD6kP@1Si|Q`d)y%A?9~~{*M$sc);r$C4?wyH%2L|#RZE$g^ZxkUZu2GmmRpWJR
z-%Oy&Fq~|eu5|M<`+cb@p7WQxGOO74fz3Ra&Pt|#4>=Os&Cg~XL9BV_2#WcUu&2f5
zEm4Dhubc9f&${zNE(M2u%gbP@8mD)NWl^iKl)oVB<_<#Zb*ueoLb&y$?5WSJvYe`0
z0YRNgN&`G*=@#jgjpQpX_^_Yh#b(_|X@2g7WYK%Uz}NTs)OM=rjH>9p)gP~MtNB*S
zD)*}rsU4{3BWtomcU0MAprc*kAo(iuIeO?_@0<)RMOrXPPS#@~t7VX*rRF{9g=Vob
z+vuJwUU%Si0S>-f?fJG%`A@2m?H?-}KW?JayX25xcdk!#Cwa0)-yHt3Wxtl7sao{v
z3*7#|xla6qb-p8de3}{`3}r=FDO2CiSW(rj@fH!~bufw@t6H5|^10|*fD}tXs;4@V
z3>2sUW|rW)bi)nBN(GZ91G1kmI1{YlE4oM+;HT~1IRGka0sWb3>^y>V_2()J12-=M
z$HIt+fOtr70nRZbg8mA`_HMERL2**VL@;C}Eeyc3eh(^U?m+hTt>b-Gd0U3hIP>_v
z9lsUJ=8={<xdQms?rwWyu)3{QG@HJlHXa(ory{a`qX!nV&kX9X=Ua}(v!bhlhlV_0
zt2|l?RBn-hfpM?)5*&QeH1pUHCQ|5AVc$c6hW7Yzt#EPuR@W$3;ghxtogcUSGi#4S
z0PX3zZ(?1}8Ce4`eo|6LDEfeX&%w;YrfERLJ@ERAk_Mm&pqz?1v{*)&xyYcjmff+G
zwX9q*1!6!tJG%X_Sq|g^OXd?Kpl9sAPeghiZdEl@i4(HcT@_T)!WyU?A%=h&B3E8K
zdU>t&u}m8#(Otm$>)SFKp2~ON82IagbR&TSw=(LQeo|~~pf2c1rde>>qWxx~Ze=+Q
z-02CV$5HGF%KXEw2jRd8uu+bj{iEbgTg8B|O9iH5gA_>L%~%105s!(SPU<5I6W)Uw
zC3v`gM=HODHpTVqfk3~zZ+6m2O3jnkI8Hemjm-zAV;+f6is$BnbYsI6lV|xP-CZgf
zM3-&$a=X}ccq+i>)&re8qhbY^rDd!p%X2h+iYA9nJ_(huDzC3Xo##@E{weH^_@cz;
z)F%!4X+18s+!<JP$}59)U-GVXjm0yqKisqQYbAa0h&$}$k<-=|Kx(fdVG*eHt4s1V
zc*n&3UnUQ~MoHk<7P}~b9BIwsJD%eiHd7O87}Hgs73Iu*pyBE55*J1!09)>-fUVR^
zG|)q{n1ib^y)qrZY_GD;4o?rQykKO+J+8$TPIBtj_3t+v3hf=H;JBJ@BIRP$)&;z;
z8sB+<vh<8!W>8ot>aF$Ucl=rTml-vM!lK$@j0WFHqJyH$%ZFXM<gSBw*9q1?+FbQy
zWV0`qTfW5;#7o{&G07zci{&NL7N~W+3I~9NI|Uh87OR?o?T?`Xh`s(5;-yJhF|pON
ziyz(C@3gx9RdKy9uiT=0+}h4(qW0x?%Bi%S#pV!mKkuV`+ib+fbHL$#vK0LUre5~w
zHkPJD9-q(x?Ur=O#rY_1Ew@hn@=-vts`|;*OD|1|!FvyAJ^Go8{QibxW5uWy_2(!x
zT{k$e^w%zbq-(H9)|q{j`Km4tcrzP-_UDhf-I9>b^V`;dw630Q3_4j6oZY+2|71`?
z95834!FgRxPl;GTGlrP|jWN_KvD~=N&#?CgP1W&HHy<K<QCD+dr@%MgR^W%X=(*zf
zbK@&ExDCrP*uE1=WhxyInmcUhT+uR3k4$D@UT82x{Xh73j%t>S+}UegV)#$WC1vnF
zutkzPW;K00R1+yTAp?lN3DwT?F-KUV6zqyGs#eILfA`&GkYLI(@dIAcUlk~XDU4IM
zxNYd<1GCEtI1+=5sh$8Q>R)gwI32(+Ueo8RDyA9P<VL8lWA_hj@gKCcrde<4^iX{H
zU{VXrHd(PQQCt`pUIg<m=c?ZyQ@}J*sYIDett?a-gWO4AmdhxK?GXt7ffkN7)N(7Z
zdqdV_z-d@4<85e|lO(!grMMLNvs}zXAXiCojqxYdXH4E7zK=P6-WFnEHCZ1Y!*x7t
z_2$QQ+C^x9I9RU$%F{^Z90DC8KB)tG58o*^s~@+<4Vwyg!4LEmAeD>JAD145>;2l?
zw}RymbF$|^09r}*UykgQG}za9nWHs`jkBi#Eo0z5R`c(u{hUawmGdM&Cv*0TQlgl*
z(s(uZQxA_)N-hsWKu`oueiCf8-XcKM$qvF@kT;?yl5zYoDeH_GyQhO`prL&$k6DZ!
zS9!A;fF4WNJ0w>>y)&EdrpvB!DDMS_kacsIIDmMHUyli$=kw_ygFDSp1qHh&ZVTUJ
z=dg1wZUJ{Ge%jCdmv-q$=u|GKbnKFEV`qbS9(y((m!<kt=y_g)dJ4tSw{8>~1QLu1
zotbeZKK*as+d|yzT(Ey57(pEq=$2HkxiP95CY=nuPb>4uEEY4WnzVWY2kb^vCZja(
zEf}~zu^0ob4P{WYy8KCd&#pcmQeHM_cW98DHxA6wBAC@V5|tD6G<$pA837UDy%>G!
z_vgW7=IH)H0L1M7KKf%D0%z)J8_5H<4Nv;>DrFBnkJw5di9fe3)Q|RO2i<)IV5>vS
zuw@bDVSpk5x;pS>vjY@!zQ5ZSOrftvS@l`87rTwL^gmUNCy!Jhb6OPkXuyFEu~C;M
zB25|qL_Yj!<O$fI0EBcsYJ$~4T!IzWOD~(1S`dFn$iBSwd%xelj5jg<_6JhN#RfRt
z4s>TvVf+<?Nyr9SU=N;~%0QdjGsVN*-Z5h>czaAmU%wV#i^lV>`dRY^QY0b3LqA>R
zu~`V{xVJJ51(RGZ9@@DNfP!~3Rjvn{7fh**8vyCdx=)x^sZD}%Q#bq~+Xr#k)4RE9
zigup>N{aHrR>`<dZ3;afhK+%<=-T(UU~H^^j?HRgzzEwOQ%>W4Kq%GL#!{ojuav)A
zU5`AD`^7!CU;g^8W4RAjA4JiC03@=f;55W<>p+0AUATA@A2uD6WUnJ<lq+V%Cn+oY
zyz|pxTJJy9-%K7P-r7<BFNSyP%F<YEP?C+dp{PtjdM?S(G@iMbCMCSPX!IgfYWYIz
zE*^8Ky#B{#c?1G=$O&4`X4hMW?y~S5Ih&}8FgJ*9#sstQx8|mfuZ|*M{Q(xc&1%95
zcA}r(=1`p(e7iA!yl6?k>Tv$6^ZezW&P^*R=@y!f2=NAuqN1&8z$`2Jhnn?%W7(Ce
z|D#z__ErvpHWtGp@OA8bwHqT|S%*0E@Unqhu@n0oD;U&uB~!UmQt}^m6<iYk0KJ#7
zf{)PY3Z8&Jem{P}LvEOR17rR28>d1tMdgAQy!5b60|I54U0G~Nd4-^Xg&Gyt*i+f?
zfbHGgp4GU-sC&wwiygsO+NNIbPo%N=IcTCNJ?V?f>ivffs*ajz@d~x@^9FR+j45MZ
zIzdO!y4dX606XR2P<=R?S-*T@jcYT0sPkRdK0BQ<pgT-8S%1<&Z<v&k$Zs=l39%Z0
zuFg{=|5bZPP`WejWggLaNGer`7nn|GG0AaW<{Jb=n}LiaRPo#KV&m3j2oc11>T)Rk
zfFgha?$Z%TTm<C=KDsZ@A$CutX$2S_#HRpW{t+gtA;iM(6leo;<u>d92U<sVc*b*g
zqGw^5*S_pb1O^O(8W9>`I~yeDXHG|=!FC4UOAzwkxsC|P1G6*0U*3~-FQ)x&!uHWZ
zpCzeMFW`8yHyF{Qwx%+hn$!Ay8!smcI_V^L`aWq1ng`5siHp@R_7QN$Xo6e>>|+5s
zNr(+Osw)w+&-0`EAG8!Xyv<%519*LWE<bo_&L#v#d=GN*om0GO?Wv<#K1lLXZs3I`
z;C#{juj9k5E7jM%l>k1JgYBAtk~uy6&|lQ9c2u<m6;)eu0@y&8&mlIqI*>yh%?0V-
z7<jY2X?*W#<A7Pm&%=dXgD3pSr~5U+x@}<tcvVvx*toxuAXc#nps+2D`1El2Cjlv`
zMrm?G^ciqY>OXSLPit<&^|mtLeh*6ik3j|N_#Cloj1TE6oEfsqvCSAs;F0&Zfx9dq
zl$~~Uv`p?gQNeSke<&wwM6*c&XR-*nJB+4^GLBw=0grU3KOVPw1C~=uTiePJ_U|+y
z<Nv@imS9vL349qk=|`on46dU`I4v613A)zt6!PPpWY>cO@n1OGlRsE=X4e+)aOVI*
zG~B2A79KjK)Y*OXE^Gwl5lY{o1-wrxi$JW>UxGF{JoZ}g-ydbY-_s3@-{RWQZ5?0&
zwPsUHj;uFWQ4ji4Bw?HeM<tjWg=*llmYQL@gM#p_S9L=0_bknTs^0#mp4x$vIHC`;
zvulWbX|asyja+mFavEI5;CT}8UwWUQP=a0jKKio8=+Gm8kpsA^%TRx1r3)2BB*Rvt
z<v0D>(GutbRl}($tv4H6m&Y)G`AHz?*9m9>U)DU~@OG0T7AUmKDhvvfUkYRhqwOR(
z_Vo139^EP9a~TZJOuKbudv~*E?qR3vp2^3FxQb4&;H~ldaf>jyhutAp#WiHOAq#&@
zSpE?Oei{O`h=G|vdVGcoN))%bgR_oeNqWQHuw!NOmq9ep*_l|OaE0<Ly?a44i^qH$
zP&peP0&<#?j9>cq=*yVKFQ`n@Y#_bE??TYsGEtYW!D!M!IJ2-&7L=o;@Y1&8<Krc)
z^`xo|(Fc`$Gx~s1Z&}HSGtjRUjHl81k4WksxkE6TsBHn++8Q%*(oG`QcRE-+qVHSO
zs&SJA&zrt9-G%2C8&Ao%w6<C=M-75A3vhw`2oDc7Ehnf&)a$a{*7%L+SBHwKDY=1S
z`C{MapIp0T3)F*%0IZFcT672H(}qhcK$KHNCo4Y--ABAYh#XDvx;5apAJcyig(=sw
zN+*4#a@b&x(Oni1u18|@6L=u%xkI78hW`fek+Wa_F}$)o==~CZbJO33ft7A7@%S;g
zI3v_EoUhRx%!goZe2?QzNHsNq?O1@iR-xLOF7qxLfrNUkR|8&R(}>uaAH7#)sUb~`
zZtnvpu!5c-wAyr`o(nnk!){-}X$ztJ3AFOiI|Spa3csHxckYU5;w$kLxC3oaApMX|
zBgD`jsL`79V#*uTl=^_Gmd~`+t?sys_a`@pgg_E-t-#DNF)%2%JQkL5TEb|O+RT3^
zTplTV14f35_!0_n>bt1qT>%t7?M+F!T2F>gUhF<vlJ^!lvOX+Q<KASLB@#=qmyAU?
zp4|dRYPajnz~RD_g04@XxruZP_AG0(zrxZ0_26deQ&5lqffAtR;{J691S4;}v<iyh
zhGYBHK2>LdOstJ4qcpbKoLG6cn8221N2o-+fN!kN@mlS|k97_Q2W7AmZje(@*h0^r
zWf_0Dl_=z807@9toxO$6sIf~$_d8;4n3^P}{j)4P|NTraUFf7OKsfy6u9bFLI#6_w
z^Ed~HUGmmFcP56fHvtZ<8eUE|S~!2S+d23>k+IR0DKJ|l?PEI7j+*I=x-n=a1}d-_
zO-SGwF94n_aQ)Ba>JMzKHTj3vp_JFC5bpygG*0u@Hpp+REFusFp_-U^RRd6t5Cjpy
z15mKq+_b6_O<@N3=Jwvq#$8L5pT|qLQKo5ob8{*_4_WH<Rg{s7)l&hK;~Njm9LbbE
zm4b42rQZlC<v_$bw*UFpMWDw7*h(YjFTGQU^-?6<dY4VAt<uPe-g;klP4(z3&=gN%
zBQRsBPy6lehF={d_c87F*l^FuAh_F)oyvhCW-GA6OT%l27rwuw2=G<%Il62BxDUjV
zc54Dw*BdfIRS@kNE|(~R%L}bgw*vM#fo%GB{{ZYxeS=b41QQISDtU!+6=-j)pB73)
z1W|OR&<QI8r$VYt<Kgo(sH}I7r1N^jwVFYg|EbIS|8e%-aZPkx*KkCXCZHm{gNle!
z1qA6`X-Y2!q(~JINkBk~h2G&(dhaC^2`yAbiqZ)rbPyB>9qIi$iP!Vo_xHa4z4Jo@
zNoMBE%sG3nz4qGYfZBmvtt!!H$0ooETo^*=>Wq7^h=al%2#4Z-PwV5aQN1}!O@883
zbltv7_JQa@ClAxhmnmr@rzw$BQoIlG`npy729-Wq$Gc&7E~1IfP%nQ5Dk#tud90%x
z4wWw8EoBUl4WX}W$byRF{%JpRQC3jFTw<hk;&Yf}d2rmR^Pi}hKkLo+hNS!Dg<cT{
z3Jd&`093q`q;&YC_xsNUQTQ5|gJb5`pI^PDVP{}|V*m%~{@WTvhiIv$816MHu1oG>
z*xBvdH<j_Z=O`Dg9)yf>mxHDu5IhFz5P3XsUx_`WHp+Y$mu3K%61>g)zJKVI80mio
zR)YRKs*%6%7bR<;HSOa8N-}fa{zt>4srokTmht`kJW9t*P>`}*R@wXH^Tm{hQSPF!
z!(+HlRY0>q%x8rQ@8R<kaJ+T`bWuXc)Y5}^3YP;Faon=zE{%Vd7VsbwzjOzF1GCA?
zs6c&}%G942u1T`du!9m5^D4fHr{2tE`r}`FF5MtLU5+>JTZ*VKcWm!qB?SBTAt{~V
zqp}59KK0+g$DOt|J;vKLwdh}<wA{2N3*RZEcl2%`%-s56;rBK-o{_8o1Bg7{@;O|q
zZ(Tb0Y6+x9MC1$9gB{r>_ANPOuwTD!Kq<rUdMuF4NogNfOmg^{<Rb~&epecxytrpY
zuc`WurszzK*XeAt7B9kuFb38rgFXY9nD}zucKfI5_%)z6+?6wLlsR?<sFkoiZO2Dm
zYkc^r5`rG;Px-N*b&I*bWtD5mHEtmyRl7oaVi7?b@v+Se`)9;bv4Vq?Q{~dln*-0X
zMk*{KEM1;hDPMllaxr+DYh~r@=NI0mYJn-z-Zt~y-HCO5-3{j0wzd?vn)OS3{PjnP
z>rXo>k^)Uuv99HkbZ|8{eL3rNztgx=*E3br-juGs&Qm)S3q+>UZd1VP&#1s~&drb2
zPPwk)EQPUGPfG<6duz`Rck4x&qzZy?I(j-f1%rc@2&gHdH+4LTzvE*y!ZeZpOYH>;
z1KdKo_~N@Tc0>E}Z!n3@tK%-9z)Ac5!?|@|-E>fy*JTg{JI?gpm}cSNl@-v|<w+~x
z<7p}w-7+jFEq$_O-i(16ZzP^EW7OwvHfHH+vAsay{jGLCfd%SxjfZ+=pkQQ=V%>40
z51&8J4dlaPV!+i>X$vG5dedu0NiHnaHS0fz>L=YM%JSZ8T;JK?PG3rEj^qMsbq^>n
ztmkW`j;Y07q*^ScS~X=ZC5;`b(N3iEtsjFij;9Da1gCi|QJ|l5P-U0-$xr*%t1ycV
z6*QH~CyNay@sk;66$qNA_nPKi2*Wz)_83gctoopDoNL;g$`9LKmr$>IJ$i8%E54Nf
zn^_~CIDNEK(GhX>JPwB!El4Q_1IGgCbWMFwqaXh{gPh_Id_K`Tng6fehJ)`;$>Edu
z-nzEo2~jY0^;62r<6R=n7``&!Y}sj19cAT%ysmRIy7k*DIaI6aK$Xr1b=^Fd*Y(A3
zXBFLM$l0E$=rKfZe*6M;>Dy0)I6pSg_L6@6?v0|tLbS&;LKJ%Sv(ob&I;WDctX-$D
z;r{*t`l(Zu;bgM!M6pQU)|<3+zX~%rw2S=;2c@HYUZAe;_eVZ>k)JC|^AbRe(YKem
z@pn2Ej+t_>dofg)zw(^$Y=Ex}ugT3c@NPVD9KQF$m4*6NhD>h#;=8o`#k!NVVP_}r
zygG%9I;^>QhPI4x)&pl*vx9?UhI9UlR1(j`MMXt%!HVE6TsW(0rCJ4O-wXZxUgdhz
zgXK8wPYL|zU2CoWkfD}-ya!VhAes)n0&uUQZ=m2*OXKln12i5fMHb#`1y#*22K8(D
z?m_8hC>A0nOe@XyBYGuV1wO)W4_CT$>+0&p;XcoZkWfx5v%lHS{`)+hJVW8HsHIQR
zoh2KEx`=+BqbfIMLE<raPIwZIWz92nmiPf<#DB;C(oS2_N6GzBTwa%dlqhX!jHK~8
zaSn=#d<Y)nP=BkuDy+%WxMaO4j;-G|Rz}@kI>7Vb@b_%7uGd9jZ2h`VS<Uo`L7bmo
z1JPT5+$;ZomPbx*4i7JMVo!8$aPVG!9ONvXRC?VC>M@*&`rXbgJuYyWbboDqLsyG2
zD}=^;xZL7FGXITS-=mtEogk7aacE%8*gP)O)V!b8@21@+hjp1ZF}q9H$>9lsCbK-n
z-b2+;zDMu<x3~G+cDB{clS+x%Jog5|kcMY$rStA9vT1#-Tx7&K2Is2A=jcLMta<^B
zcb4C{`{HyOeMY%l$lTssBBI6UP=K#bTE9#v;mqnxgk=AtYfid1UVjB|-yp(WQ6HH#
z<00u3L-0>U7u63$b)2X#RJ+G8g@q66ViOe2=M<ivo(ym`ZVyULO8i!u4lwuE`$@7O
z-G4oVU;d%-=WTlQjhv@JR0#d){({GLVeh_JqJQUf$I=?_yS%3g$m8o|4D&Txm;6?{
zxNzsdJNu!|`7`S8H^Y2S+u*@5eXUt`4zbl6(<-H=NSII9WvlvUA-DM)FX@A%%?v^c
zjmO6SZgTEqw;oFyz5Q`QJMuYu0K$Fwdx^37&aXK0MQV=}IsYq=&vMHc<uPO-2FBR)
zPdqhdB+`1|f3yH-5u0RwJPycqnyv%$;!InkE`e^5bLGE_TRDR6m>{+GCeLC{UoSlT
z(YMfX5v+T<(x2V<>2BFQsEP>5CD8wTH~#iN;jt-2_o0Q#_$0!C?cab!fBtv#XQ^<8
zRyo(7P)_dT$LSj-xBvs~uj;kEnDM+zEP+2eQH~=+n#3JDQP-sz4|a^M*kwe;$(+5z
z57W*!AN~uxLORcx)`%@0GMf$Mgme_;<n+V9wEEOLi&I)%pIkt@C~Q-jYS@xb>j>jQ
z7*pCPi3?J8)QkrxGWwnZo}c@l&AKix@8;xdbQo$kNpUz=op7kAlYE-&Glg(qkc&!7
z^))q9aXMfJVI7XkkHL?kVm9ILSe?HEjwAVlg6_3Tkz${llPgo_!5=2w6nzy@xqs>i
zu+@L45S4S#j8o6oa&2IDlzPKHuLl)Qk|nwRt5mi*pPOpE*w-5-3MG%GQ7Go&GZJgB
z^!$#od@e1JCUkWFI9J`c(4dq&k-rsa;}o}t(3S8tiK8U`3%u8oL^DU>FBkVew6Dx<
zrm)*XkwVth{V5^jRBYIlu^+1p&mP(Rynf**+{xYPxBI2disrTNz3M?tja~Q7#)p|&
znsMhKau>P3;X&)`&OT1r{Bp|#-N_iDC|_SZ!w!LD+{o`Y-8aiQs=(x;nlxg*S8>-I
zA7v~5=%Zfj<i@w6lhL`=ceg(S%PF5P-MW_*Au+tbv)N#<TZbc!OnPi$QnIvUf_{Eq
zaz6tK@0EyJN~zp?!f{y;8cDEGH>~gFM?c#)LspdQkz8sVN$1Ep8&M3|mCN2SLkhKA
z^S(8}D@fl&?{w*Io0pUDCVbpuQR{GfE1gt`2w3V*wgj68DO}LskA@H|I(Wv$n6l{{
zp0tEqK7QFw7%${fXL~uDur|l#{><hj1hvfZ0F3v_@DL`MpELW)+I#kI%xc$LNSnV`
z_p>%sVKZ2_4_0#XK)EeMjhs^jytF9pItOL;|Krr0GA|hsP{xgL8{;-$jrkh%{R8tH
zV!UT7LR1`she{BLuL1n~qEquk_~?QJA_BGw3rs$o#ocCD^;9alJLm>8ErT~DFR<Z6
zqpGzVmMu>b+qN1~O5+YhE+i!-!InQ5-t(Oxopx^``mAra^NTJ@v6x4^-i5ugY-@JK
zdN-KPe|z@QvRO=;-|IVr%Z%$!^Q+97cJoBV#1i>AvvgG`2j-&sgrR`~A8a)3cD?sq
z_v6vWuRF4!-tZ>$#Ot;tXNL7<3s(He`>;4sH{CG%pIQN!$bd`<nwpbWN$l%JNXN3?
zsC(G1%UNi~ig}yEWhTdN>aVHf2v!P33LdAU-}hvvD(tXksqFTp@n4kkMJ#)Iwy~nI
zYDe{qVer6scsn1%9fMnXaj~F$12UM~LWthvsy~wuBd`PQmOT;oI&P;uvn;8?xGpCo
zCpElo+FT*nUw`w_^Y1Xrc2*&uO9fITbCn_dqbI4m<+Ax|R+#0NPMd)|lMU__W>_^h
z8fg3@oFvKU!c?<gK@2xZvD-p*p8C00X`<H_uU)?MDI$cC1=dx(7Pk919d0hrSKh=Q
z(_VtrD*HHI7h`5yX66kfohQsj0=&FKyW{Z=16lB;;o>;ltMJOey%l*Gf%ZYyCbTg|
zFdd#I{mXV*WH8|*+^A2&WHqFO%seRl{dnccH>TZ6lCuT|^^SwhKw89GsiQG9tB{l!
zT$!WrLVld+iY@i2r_iU!tvO0Q6UCR#*qg6Z@|sIyh>ybIDfCWGND*$t-cnVtYRBrB
z-Q=O>(ojXjf;YGmIp+!8jze>nY`l%Ro8qD>&qQKBFEYW-PH@nuWFf9IjnLPuKij=U
zZX}4#EL=+o+pbSVpXd?utoCv0r=AD*>HAt-_d&&}RD%pn@UQxHjNQqhrsQG^6xdg}
zsesd1T5ThNN%`iNErJ78-_uella9xO!Rp!r0cZI~YezLVHSV{=c-wC<xo_RRPVba%
z-TRV!M<U=TD}XbO?7SB%SGcXL>_vv${Z`NKrD3+|N`1k!)#|Et0?g)y|L6NJ-Dm>U
z#jeLklohA<Y7D!LxTL4<fI%jCxY5Kr$`1U{Fn&CP+=L}H-Jwu;yhg2{nX}@j3bPue
z)+EBU?thfth)2Aw(hFeH<&1N<ka7<oEp3m+V%aIrSYVI$)r8Nf=+2Uf-emIczUeex
zt)o9o_wf^5GJo5XD7Muq=aZXGV|vA6P9}-`w#mm*Tda3hCrMjZpqDg>e{&7bU(o#`
zE07k)e){67#j27WEsGSt14%0^STEU7=O6_bo*hM}kaBlkB)P|QrCGjd&X|sCB(^UK
zJIsnML(3?74AO|$(BR!CV;BKiMk{Q>gt~3CSXr|}c2U2V90}Awr*q*-D1$nxw=3tR
z&COx*`<_dMqmrk!=Wg@z-h+}u($(PfZF;Vzl_v+k9WpAcI>bzxedAmd!((Afh2FS|
z4jF74J+(OW2e=S=5T(FvzgeTM-Mp>))pJu#Syi3JPb@?&=e-50RziRURT;RhG2{?m
zSXPW1yBhO?q*d>go7w$E8_I?@UB{v{L(m&>mWS}MDnp)=ay!Jr5qJhU>S;Lqqws(6
zk&N|xW9dMTZ^isKUEP}v?Suz$zry`646`FJkvqUtR5|UIWMxvK75E({xm~25HSRMj
z-52G@)_Ip%9J4s5O}AW-y(>t#uInv!T*M5^8a1N79sHlfj$KgKV;r+Yg%?mUG=<3=
z9rFO_oXFo+Q!;s?GkRg5=fJt+Dgym&D=a@ysY5tGn$+&kn;NSxU*?id$fv`q%q5@y
zSYC?9@-gmmWPIP6jKsUSUA{L07~h|pFyce-#58{=I%9H{;pD_b;K#wvPNT~cT!L9P
zVbY6et}io-Hk=Q<#lL`2yXNw{dN~`-_7gtP&XsBbrNJGj6p!0aEMxz!Lr?Sdi`a5i
za)pva0L$vmx2ulOoR_)iF{3`AwEpxHmYSXM1(h+LDOqX(qA;y8(dYuOY@Iq5>X862
z$o0;!$PkS5*S9j><pM@xDqlVeMeemWt1@jBX&p)IilmkzN<@{$I|`>XRy7#a#|I6@
z8a#_}!j_UNhK)N*#ap75O0wwOeFfm^ZQkB@6qhY)*KuvC+R8wCevcgO3)a_u?VD3!
zonF?MX5@Bq>;CJfl`~0I%V~yIh4-hOg5>f|O5{7#tTt1A&QEA~LbD?d^vnB3Y%GKv
zGx~}v^itNv-Yn{cNzX7iNe%d0<u#R7eA`Mg>I*^M)Q7hh_pOaP{`7DhDszedClwE&
zZoj=bg~8986ntwcI%Rz0nb?n<1v4`lBXnM>1;CLT0imI|<J4eeVeK<i-eg|~vwyd)
z>vx(Yv7LM9=Pjyfr@n7*PbJx-E={W|iz}4vYQXcAWZf;VUr%KI#DAi^r+s8Z!^2{Q
zy4F(jS*Z4t=4a8Tc80!#8UGwJ&&71efOLR7tFIAz-`=i{k5BgP+j+}BgMiZuy^c#}
zH(cKF^DA@gWn<eL3$5sLXm>Qv&A9#gJ6qs(n0=g<!NC)6RMLaF;W9l}v<Po0Y49|1
zT&3vP&V#)Jx5!2MjStGoKbatw`}B7QRk-9rl{mfKq(Cxko>vjAM;py1VwM7OEwVC)
ze&+%FaQ95Z{nrFi)-npO{5^HoPaelVedQ0He2b`ehtl=@oZ81#rpub~S9Im&(*oJc
z!={d~d%#-(WP3~T;%dgI`6-BU!I1lKErB0D$T}}(_WMm4%j!yA!4E}%&JeJre{AI2
zl_amIP$(QCDl_9=p6r^4oOp7I+%au>@>Wg`T2BltyLE)pd3Q6|)q9@q4Y7ryMq+uR
zUT7$T2oCO{1F%?8(cQeRm%qD3b}_#Vr4a9_$9iDAotBx#G}ph!Lm7UW0~o*^d4VKK
z-Rg#%r2++yGRu~F#~170U){p3k9wV|Y@DhHsQRh`A^P8d{8Tn0_-;t_8x8@CR~eCC
zAvu-GSbPT8;LkMgDJ-oa3y3W^iW4s79o)FKpz^uu5Lb6t_(=(Qo4-HwV-;vlZcfhQ
z^M@X2+w_whpWV^#fN9bBKp#W;F0>Oi$~GI<;1ij+??p>H@8}49A4<MO2oNsQ6M(!N
z9jV8=OJQ`kkbM#NWUnO+&idv=#%Z|`khk1g0m>RynUSWu@I_5t=4it1NNMTiA}oD|
z<JI>(%_{PM>H<@&J9rW^Zo69VofW(@hvSla!iEt2_K`k*M`jxauEj*d7z_a4RTKgf
zKp!CV{&Kc<Ks`gCGCA?s!stTB7>`cPxBe2c50?ktHL7PNw^-Qqexut;LESZ3_|TDx
zx$^3ReGKZdWWc6nPgT_T9%<Br$-ZwJ=GBWes)jx%J&!0Ehqz}`o{5hy{N&^EV2KhF
z$H@G2%|9CGC62wa;u)t9=Av%rT)v>$)4qBHj<{AYO#`{i_!l9xDw8v-P|&uMvq)ZG
zMR==tfnEf*S5dmpp1i{P^z*)80NA;E)r!NgVS5lOxjS+SfbEQ%*14}nnF{$WmL<|9
z*cdi$Q4pvO4-F-Q>jaL)zO2!GsCnv4o`kiw829Sg&ubjv*KUW431DQL+0I+Ud<`B@
z2+*=<D_2`C!JjkXns$cZ*wcJ?OuH3A(F<IWV&wvV7=tB@{IUu;tx7VpBfEIixw28k
z;LUD0IhV<L9asQRP3y0tA+#7Q_IUGapuhN(@7@E}-Qp=iD>pBalCj#P86e2@^sCxn
zjIM<RBj)I}vrfQbe7>Bi$l?2eMx-_Rt@J(Hwa>wGW*11wz>>mX27N*l`zkoOG-MNI
zkb|!t2V31;gBm5-q4U=D!^OozO+F#y6!@;h(N#+(h@zCd8mtjDYY^a|1L&<;ou^MT
z6sabmWsPFfFy0M+de&>WucT$QIOHPTTeW?CDd?5P#SAri6+b)rJ5Qb$w8I!97rzGU
zh30c-8BWrG??R?-3qtXy_1`8BNIK(4AHQrVc;9Q><Xss4T?j`~k$RHfDu+RNzvQ$N
zX$2VHPRpeHT=6Gcxt@4H0PaAvyh8EWo?=@eDc!}c_7@M{&sZKhjUk6&WUddk!W-ee
zbx}(jtw*<H)AxS$*?>Wu1SJWIoOX|z;hLpQ5*eth!uVUh+^BV$Bc_j`0HfK-`vv8#
zi$~#;Vk$2O{7h>22j_cChf(k+I!7N2Gz`ke6X^CzO6D*^%b=N^N?+2%MeC{VHaU$;
zgH}f~5u$K^7AtBFlX~9vr4l>V$}+bxX2SJYm)Sw7=T>{|Si|y@Epy->m}AssPF{rc
zN_d;2pF=u1FwZQ6S+8b;nCRlq_MzLix^?k^wD7EfQ9>D7i?t|-?NpC;Vcj+-a161d
z(%W-Wi}f0UQ#pTmLpooYRQzi%6F&?U=^?=9ov*xXwaoBSWj}--%CNe(ij8R}6;Bc`
z_Y?P#aH-p!uCeW|8$fYOMvSf-v)8k7Pmq>*4g?G^>A+A_({5uyFS#MF-~YvEiaJ+>
z!+D7D%SnP-igesehIF?bij8BKX^B~1?;jUnm4m;t*<9~jY{cC74xbgmVVl>=+<HCr
zeshz6Fh}d?-~)p$Pt4^k>29^?D;8!SNN6To@jC>+h*l#V!2f2~9xeaCZZ}@G<C2gH
zg<xJN;j6x}|9(sg3F#6c^c096sfX^RfV_L&EcW~s%7iw(GOR^g4ByC3mKHOnwov|+
zm8<TD$FqRU;2^1^<h*L2Bvs0K!lzlc<pgNnb7sVpWPD$vNcp~&H7tHjDB6l<dw&sz
zjo<pDni|&&;j~cB(W#}d#G4Z~o(JNX#1FLRTD<>#uvd9O*>S#l_Kx8`e)&_-ccHi;
z-X7n8^@p1QjG7nO-@e%BIo4<DZ%zhIz&g0!!MA|nw0gncc}x#l%<lKp7Ip3Q^?QyA
zVUF)Y)%5U&5F0{#Y4r${4g!3ur>P13<|?2N@Wr`-k?fcgxnFJ5{B>_O)sb4{svfcb
zHs8M^<`?n%Y|{@kh@Xm%*l$K|ljR;3$hC)yc)A$^`9~{tkSoP*HP&u5iNVRa#3yC9
zvMl=n_vgvj8_S}v`>F5)hx6TYD-&Wy1oUd-T9Vy#pO?%eqi%i?3Iij1SobrK8#W2=
zTh0vX6^1_2qM%}(=JL0rWJghQkL`sZ+ripEteL7GfERS6lS7g)Oa?No9^GI4jRfyc
zGXAu6uD=P!kiOl|9J)QrRa>a4hf3vG4c|cf52h*?!@(8b`)};1IRh0VF#c9{ZNGxI
zvLZ(NDyM2nK`RHpI57y}FI>J|&2i<(7<<Kw*#8$Xi2ai^z*Goe;Z54ih84a47cj-a
z4{Pk!5|8qEh({k@Fc%lpH4dxGY46$pNxygN###G_j%it!?-nxe<OJ5Yr<G5_ey9YZ
z2>YP|PJ4;<`g9C#GtqnrqfQ;>?bJ46D>_$Irt_Hg)fePLp5o&IX=qRC=8|DiEiUnz
zA@MhtF(+<)Uu1oh6_JY^44wB+@$typ(uL`>4W2Q0yq4ta{Zif%a<wQ%f!>eTKeDf%
zHUqAyy-unR_Fp6>gu_=~-}Ks@yJAo<l?hL%DQyD(7n+5%$}+R#1;a5gnabUTDrfzK
zPj2AOG~C0Fa8Z{40swjXm$t(92(Zar97B2*k0E)5!GR!Y0PZt+Z#_x6hZ9BTf{*tN
z&ZJQeQ*ZE)fy3=D{Y%&n{HgeRVav%6BDaehuL&Eg;u|<(KYm6?1(^Tsv#Ed2H&;)f
z&i~yFyqJSE5n5q;lk3Gr4q*gF@C}%b^<V4`K7Y#lZ+HF{K;Q=rZr#frJ$d#LHY6G|
z-#*48wFaAR(nc~7jwrVapbGL)zSfiB8$Hc*kAcYK1FeG)*53E^w3?$;PZW|3ESPr9
zMA{fc59Elni51`S7aBvN74w065lD=TO**^1G{-}P3GL!1)5yWQHQhr{kJJ~al$0w;
zqViud=V<X{;mJ(@=9Ps9WPMRp+OH>YO*?5POm#Qz*=D_a-@$v&*0S;l#8+Is9#_-Y
z9n&{z(LT%4N21XVnE`RvRzwWIOVT9uE+aEMA{EW1<sGmvvPX@*f@1>n5xLO!Bsc3E
zQBCre!oN6I_n{3nBJZ>HF+`U<>q}082GLE=J9JBS_{t_qBjz^4&p}fDI%(m5L|Yj6
z^cYr~#(gHFsKStd3;>z*r1tik=o^qG8%p4sIRo36Um@2SaTRdCci;)$qZVujsG@%T
znq0WM8M4D7W{K$Q#qISxwg*UTcjEM7g4JOnKhLu9`S1#b0E>b7wy};Lt7QpdMz^@X
zXQOj6D*>mgPE(A&g0rN=A8t${qK!r)e0u~%FRvnk&!^RG8GNI)yyVV2$Dna(x-zPs
z^?a<p>#%O5{FnaOageUhzHl{l{##`}`qUYO#xcJW3D}+RI9tk!iXHX!zIiJURlH`r
zcKtOe#NQJ%hL}1=%g`Ji4A|*JOesPPO74G0ZsxL_*l4AnI8gaWm5P3#iV3m2KumUp
zNX~|XK+RfnG{Ypq4ODBH2|&gg6>F&w?jNVr3ZibiaF6Df;((-lrC;<laC40j5efd}
zh&?`*n%u3QgRNHe6=r4*z$A>j!uW#<r?@8~uGF>u@2_gPO7$!#=t5fq*el2I$o)o9
z(bOz1Z9pNCnB%8mA*rCscwEbM$o0T=6dvZkY-4(~t>_OF&4Agna0ATvRsRxeYC04p
zzlmZ9%#j$<l3tRjgcAMAC++P%)cNO2(yN7WCbyHHd0q1FR?aCo-Vz$!;Jz&2xY5t_
z7#VmKHx~Tj8Ge67uzv{gtr(dL2cBal*o>^NZ~FGA+?i>FY8jj^Z72Yb#XBhiEGM0<
z5;>2`^0pei8sudZ!Hq+(B|nuN=~cc);M?_C-^b_uBlR%gBCS(i*WYbN4-ZK8p(26X
zhZNGdsH!eMT{ig|q1Nu&%tlDzc}yRf1+g?F1Ef1QBtI}EF;Ezn1&@GJe~s8sD4`0C
znOA1wo(R^krsf#K<DSyRdr>d5o40Y$ybIH%n3mJYt0wGV5l#OqII-1IUCY2rtrHhX
zR=thNQg>f^3rtBuAZPM~a7j*Q#X<$&g+VJH0{BC84y_MKyfFpI#@e>i1OxJ@qK)|(
ztTM{bn`>`E()UBJ<dFqXNavM8-{*C`r3m?Oc@=+vjq~0KF&x~&^0yTNcLllSRkkit
zE|!)xnWa4rj)8C=w`+0;PR%?M=2RpK|4-tmQwlhHaOz*7OPZ#`Mf#aIVgK+L0w{n$
zbOc7r0Xle%D7a<rp(XLq(0r?;+Sy4EN_E;5mVy7Ihwx(kpoUZFYv^gU?b%w=0~h6q
zWm0Y~nky{C{@p5sYs6n1gd@~I`9hvLMEKqKV*p<ogg}o;^oMXA7pX?=qE<eihYt_;
zy{@*^bZWHq{^_Ssc@tTCvw#$>;C3^K|D0NK|JR3k>T*mlUcTWU`kA$uZ{&hEB`;pj
zo-N8xf{vdL3n6BBFYOYFvb{4fe>IQTe}5C|fj@2Qh4<OC<eK)b0^MVxLSqv~z;D}{
z0|$+7)Tj+Q&*TD8UNPiYfJFmIa;-H}#jypCyo0x9CHhe9D4t11P!C0ShdH}{>HFQa
z0At0lpPmEr9hTJcCVf0CA=a#dZ|LtDH<<YyqaUE=mlWfs%1R?kBMpFoH6^|b085R9
z(veIIW@N9jlzTh4d}hY=E>SRsKLlU~VDbljF>sjehlgKetnl~-dKCes0Sg1QP6Z6$
z&wY{&64ntBnm@Y2PTE$U)d=<YQda^y6TpI-3D!$=$MW_l1nokycRcbXv_M=KR-5nB
zZQpE{sftn{k~=2S1X~^<yg2^Rmnr3)(C>2m)ZFvnnP#$kAn;->^nfeb^57cGn|+5%
za+hUy0V&Upbp8QxAa!`>7L>?;LFUi)9);c}Mg#qP|K0dnSl)hP6D;dIm^-BQCE#*8
z7DnWxUI|Gp>_vw9g7xQqXfx&5>uRfipQ5FgEw%TPmA>J9G*G)KQq?#005@WF#M996
zS^wkV95?$?6qcRle>s^OZ>p#F8+Eg$m&36C2fp}Tzm}c&&FTKYwPtKQn7ov^@K5%n
z4-3s}^+;)rMR9Oi8jWO~(mz%tH<9kMt7XeWF^b5e(p2fv|G<s(5duH+^8d%r92e!;
z6o-cXAtVBUEfe&e81P!F6A-oS?IW-;f;Mu^r9k@j7hz;^{k6UY&t4)GIQ`tOZn)7C
z`cZI4`;WU0^mhPgnK8}P&EKzXWycq4?ngZvWe70P7J~+6KVA7s>hgPG0k>AKiUV`W
z6e@=S7J+B(LQtfk9flYr#C}xshrblK|2l=x=UbnYdRQoV0TL77%Io0cEQ)N;lfA{F
z0}6vgLPGU69=rgcv*q}>zYLBa$8rr~2ABdcsXIWtZ+gn)<(n}VApT^&l;nq1{MMf^
zh_LM%ZxtMB*}VS`?MK%#fjiyW^7@Hggl`6HZx9Z|>3tx2YY~fj^{_1U!4k<-KREI}
z3xQq0j~R$Rso0B=lHJuu8u;`n;QX?5^Q#ZL%zx}8Pj~mD;KQznyY~9gSw-NpL2g-D
zZG0cZ=gxvd%UZw-MB@6jq}h=hLe~z>ZHbOvBZcs9cDgh3ISyq?bE>oyEyd28vzNO|
zg^Ssw(je3=k*@hd%ZYf55FG&$qBV=o3?|Zbqwt)ypxvrnIHt;Z7gp5PBxZtu*()`m
zJRI|7CtTn0H?G)AANLy*c=T9-0FeH2cUpbP;M6V2V`8Xu^jdhqxMPk{(T1!iaU?4n
z&(hdnwOFa=pz)zXN3W%<{NsSp=_zexrCQyyicnn&XE3>6IBJB1SL`AqJ46D9$Uf0I
zwzl^y^*2=!&>qXbG{XncaJyy~N*<H4><GeR;UB532-FJqSI)U?0ph189VOU`-6-2`
zd!T2-U;gJ9-9<s20wIHbp>EL4H6g--QjUVcgA6kUWoD@`bcE_+!xlUGJi7NW$l&Lx
z|Dnx?Sb`L(&@#N_q*1aD_d?vN^UkjSv;8z(20@c@K@3VST)C*LhhgR$n;>#33?_?_
zJd&<iXd6TGUc%X2Dy*_Sb3U~Ba+`9xES}KzJ>>#-U@jpKmE`qU{sk^_OIKv@#i9P+
z^z>bx2pR!Ol7ssjIq6j{Vo)4^d~JVA_im@=`-?mMlvY&O16s5`6zYgd3BSTeyr}<J
zuz@5~@jBB|7?OXg@#_{1l;m|!S4MhrV^$9*EFp1s5v^?AXAU@DaDw2!$sP#~6Mvxr
zLVtkxzrIfMD*PUulQvNt0J^ancKuE@Dgq7<VV8oj8S>JwIdE6rQLr1{Lbd@g!wKb7
z6<@gG-%S+~c<$sHSGYk~`jV3S!<@=Y?Br!KxkI$SFO&?QQZoNHsDzvaV=7{t|E9HD
zN|&yly+LrqT)qz60zcs70r6)#;nun;c_dYnb>RkXo>bt{L}k5m(}5cF<<B|PSreM}
z5=bU}_W-^s=OjgmD0qM<)+~r8<^YUeXYUu(SMw}ESBnv9;R86iS~`+PEn!h|`A}`S
zfl8YT<^JWW{-1e}OK9o%d-2gqK%#-)z8L_lUpbR?GIl#{=Go_SO2B19?uQLO7cwyt
z9F+7H9OS)~s0MXz_kRs46g6p_Su?kK{WSJY=3q`WP)GC)Mp_ohCglu4ooJ!7m(Qd)
zTh-j=8rfYUI$1I08KP2l)K|yKXrT1Cv}7R;rhLe=oW~g_O*@hX(Sn00rC#`hz@hJb
z)CHNDPYw<|31-mlUu_h=Az*6}6@S|TyGTL?ia=)?jX1wrD+CfV#5nsLxexprkHTJ{
zmnoG!*}T4rL<1^S_=o0VU)RfL!V6cPeTctGd9~d{)&EN2WfzFxM+<qP@WkiwX{kuN
z?_R6b>b8X74B0Y%hj1eNfA<R}P0F&krl_w58#a9T@{*^cNL@wTo5d0Io9jFi(n3hD
zSCt)dVq<V@Z_;6n?!80Qf~d#ZEA;PulZKxy;QN4!?P1Gbk^(j+<io}6Roc_Z!~3Hq
zGv+6U?!$)DC4%?}(Vx3%iwc~M!y#W8g)eS}bm|uy1PtYt48a)v%SO(JR+LVb_tmUj
zak?|;RbvG}lcaZtq9gsc*Qguq<I+N7Pf>zgAAkIKwA26IcIoV-IUhFV*$P|CtWW0W
zU0r$m#R%&>vd~efT2dDh$tiwgY)5d^Ib;Ac7;t6tkK{eO=`NICNu^~3k7VEwQ-4`;
z+8di{Eg9zw!ss;li~Hq(<RI9h%?_L$WL<iI2&B+4J_Go1b6$`fH|A0D_8&N`N2llo
z)1_!!*CT_-iIIJZupfX9Xg(GklRPqN_|p2CDApf4hP2NmVY{!0$8-i|R5&C$Fo~ZR
z@lLTrd^y&RTF}JLBPnjh6LT_=LVx#{8cD|rNPlX9RDkJ(x()Pp``4@hjyOs+t{SDK
ze;D{KGpvY+t%+7(>I!d|bjDCc&To&^W&0W-dkNyQ$bSd-bsdHnEkY0KA1oTyU&2)3
z1L^6IYveFyx^Pi}soqc+;Av<4Qi%MW72oc9es|XhzZawxE{G@>H1|7Euk+oj$BMen
z79aNLlYqO5;JR=&agoTXr!tDijV+bI?Y(YipOc+X8oZD}-Tm&f-#1GV7RS`KxDam4
z?=-5}UJLw}H+uQcze*AOy@be`RD9Nf{#Yb9c*y9@%cOQIBcQHGP8{lv(=EE>Bm@P3
z)t~2GZX5Y#9T>G6oCNPn*cn1acoKi}50GetmZWP&>3)yA*I7Enb}Kc|8J!1@3;9=N
zqfhXK|1+ZS`}@DwFIK$G$0v&KhoA=r?2cp??@Bv}PYSO+Z#<Y+K>r4BU(a<}7rwji
z{x{q5Z->BtA2O5CRQd!FO8&1uR;w_$alz}?&&r*7Qwq_8Nb%v35o;7MYyKa$ry4aV
znoX?;Hka=2V<8;kzTJ!2AcKLYJs2;|vpwu#mq@z$o7eb{jB~-g_t21$uiswEsqFJr
zDmFAs<OlR9hx258H9GX;$N%ekAeY;yi+u+ow41Uy#V7Nln$7cQs79dV38nbVm_L1J
zD0vbzibcYR<|a!vpRb7Gdc#&~CLS(;?K8!HkOm|fWT$RBjRTFMU_n#Gle6R52dv`1
zc~gD+D8>qPy?qYHx8Qqqs`ee9-SfJ@J%-H0SegRKg8OK09GlOt7mWuP1<jQGqNQbK
zN<DCMqZ5Fz6lpPM1Ndja8leC13F6O5*d*5S)5YyNSRVjM=Eaht63qMco?)xAQxosK
zrK07?No|tt(E*q-{=0)E`o%;ir`2=!+~&n4w@QNG9lz$P<|4-v`6(dL{F<>u0CQhO
z*LVQgZH>y&YGoy15La^&dY6*xYE=-Bm+a(qsf9_HpO$=i?=A>cF$rgp7=aOZ=QqyZ
zwVMkTv{*Ic-`-2AvdhhD+6j<3v8d~nc&Xj!wv~9>5!>#%CO_#h)CoN*$SmaT(LbF2
z9EB<BI8B{1+iR8e!$bzTKY23#^_m{-C{Gs_+&wV!+K8Fw+m(~=-^^CWlKIa;-pq~h
zQ4eIb)osH4%7$MQqP1mR9;Z)Mi$fo^GkeZ*pl@(cb+Dkd&jS_S-I|6Hyc+L$JX=9l
z)|-ceo!p1TO-)~326QSNczQ~{TsJFSV6W8{h>&{a&%{(&$7dHu*K1ZNqlil6|Mp~f
z9sy{CEa!0&&G=bn!Vc_v>>XG$STx<;owEfC%?Qn;vte@D_-hXFQ=><oeLwU$0d-mu
z8_R{xmDBO{O`~F|4zoSl8Ew?qqAw)?@izg4SpRa{{wB9Ze6$!Xy%rXE)Jrhu0J46a
z1?+D)`$nf1oHD}ebSog~5JUfif*6MTsR(yzBc+{RP=*>}P!ViW$0PUj6D17F3I|7Q
z%`rZz$C7JR@l6~5tlghwr~)%hUihfI+jF=hIh$xZoLR2tC%qkwOrwMdS{-Yu0+p3j
zk9n<$K*RAzXC|LooQ^+oc_6!y?ahV;D1433dT=5S^*xZ6{53NP+kV>!2mdtVgIFG8
zDiCb7jT10N-kq;u=Ju;=50<`C?21D}vkwDRB2ceTYt2qMKtrt=9~aYZK6lo~i773{
ze8kEWlZmtBT176|qEh}joNGKAj0xH{Xr6*<#J{_?h_2TVF;B;*DIoqfS$-sRe|t9=
zuOxR5aP+GUz$JIdg_ck{VORxxO60|l6<vBwOCIz|J$0FWlczP6uiXvd=JMW;(T2;n
z`H~?JrKOtQK%Q|3UnwAol+uanO)smr=>vHVz{<r2wyV(6=hrw2&xqr@N|e-_Pff?K
z61AjP<)wFq=*LhWwZi2-GchM`FJ`CXRw{ReppTRQp(A-RBJZ`5?uKvk!3&HwYX49E
z_V{LpwU7Um(K1Kl$HiDZLX?xiC`r%(5iVn-#I*Tg>Vqm^DW!IY2SpFZlPkBse9e`#
z+J`iX?B4lU<!FT}DS2!@UC<|U^bi{*b0-rlp>r;Z@6~!|s>dKJ30uK3C`GCFSj@O0
z?afpSm}l8ypy(vyRFMODw83FR)+`{DmOeXv3WW{KIZQWIQOPz$QOUeEtg??g6<>e|
zPllZxKT>6H3^J+uvloR-gDLraG(Sktl68+Zp*^TK__naVcV_Cga2LBx(r57Sq4S$2
z^vIAk3J;`zF`UwZQ~urjONNK8H=guZp8T%rLpGsQ;@K-|PG9xL+`io@4mB}2SWw@B
zeckj<;^(%YUzL!f@HH;mGV_MI#K#x=<wxeJgQdVd03q|(f-_z5oJByu0h6dhuu23|
z7A3RTGNPtw7>;eu=t-`=-OQm~zcy%`Dp{isgvi60J|TZj$9EbFD;|E#WOAA?%6|Nt
zE<nLl&)7KoM?akt0%6Fpk?z-_rsFH02GU-%`|IAmu;nSUlikIv)AJ~>?2fa_^d;hr
zM^;vGY~Cww(wqALCx-9}2xPcvO{h~#i>uS8OLoH~Hd;V75xz<(V7HOMb~v661`7|O
zNE{Rzoa4o~)?-Z0x^BWJBE?;S?LL+J4_VZbRT1OC*>}-&nfcxv`U2`GqHj1CY6_LM
zOrRRI;z2)uj<8KT(Lt}tPQn-;Ccf&IH$hhDaGQHQT>mG&*woawg#rR8zH7RqH};9j
z%|DKc)ug!LP5F;567|@nB_=SZo+QH96cNGffPCYb%f!Td;~}s~<kftb-Ul9fNA7Lp
z7uBy_qAP~hU!|p0rY08vf(nZHvO!Z9pW^z{?NUki7un|Q;&LQx<zYnUh$1>Q1RD0!
z`NJz@PETgBLEHKVAJOn#GVg)R`>kMx2{UZCr<pj^@5AntqbmA0gS_g%3I^{T-qf44
z?k)c<GkEx4ismF^fJUTIHR8~VSM}=Z45%CSa`PJZas&6K<oC>9mmKaaz5xAPY_ItD
zm{U#f!;_6X_OGo6Z~fU=U6E9N^Tr@A!<Xba8{z<MsnI<LAuS%&$v-}Gk3D}GYGKjj
zwa2f!KJ`3pZ9LoC8>pnsg4m~2W0CGoRcXFn)p=Sca`=Qxq@)A2cHjBIpN08N{n=3|
z05xENxSyY?D(ZA|C?EAFg+SrT9J~lwJKm~4?2yhca?7vI>k`VVr8VE{wDECY&kC4E
z5WL=-_honRpqj85-N9QT<Q(1-rTCh$4^nD3WS?}%7W98IY4q7jMAcXlpKAxJ9A|37
zEZTrRVMD3BKuw!PL_z(wB5E;0{JD$?8N}ajXjl}~&1@usDxIazT~tHwsZ$C;&M_aY
z<@Z?jtl<mH*x%7@fgj7}Q*W(7-(JogxLz7Hf1I<VS(T?QPn72ETDs=FVI?iR+MPlr
z$OW8>k2gSA9|`H5f4w!K!Otpw<(m(=@hF5R&UOql!*K7*9KNw?J9KERZXe{3N66yj
z2&M;_Qto?lGvIbjfojwW&TOn0`as&Xo3s&S9pZelXobgdGtBzKRk!bSmqe3A^F4Y*
z4j+9^vPA87{|PqAQ@&5?C>IwCF=X>vq)GLd5=1}0{wo%}hn`N`{{~|WMzf#&DYfY{
z&O2I@(7(|Z0Lo=_ie4P)Ak1{16AZr7e?dB<<J#A$UTYHrU`LCoK1bNpwE1ACtZcDG
zy*rk^xwt<!XgwE$*guDadA&GXkldU2<vWAS%hPI;0XZKFX#J8)v!tHi;Vgyp&T0)f
z6(9?ln3(i+X3NfO&)b!%?(HU>j?|fawr*^XNH5I0=@r)6TvSwT*BaO}=GxKyhP&|n
z9xhjazNEkXaRg3hMgb_ZN}JXsfCSTV5Ycf<K;Rkb`W%2}n(<)P4dQ(xP$qQxmlY@6
z^cKs_*qyONt?;IugDAdxO9FkktRq{8Zy8WgN1cFPnP=LxwEeWVCPAZi%J%&F&$W8r
zsM3bR5s%bOJ@r0%XyGPJv6m**<C{(*Wy~rD@ihSqhWgOrS%V7zv+7t9k`+>M@$~(R
zj()jQ^)6-09StC7-?Z~fw-Ww?*E^A)o7XU<s`>PAQ5AI6OT)uel6zk}VB0a?i(j{P
zMWB%`FG@!pP{cX%3tCP{ASfl^O0~Z<A>ktWHGqvIC*P+Foo;A;Sr}P2_YivaZCrA%
zMS5odu~7JCy6MM4>Q;p3>dpnp`2^pG&DlqO3gK;R`o9sIN2~c(Ub{oMvW6^WJkAD>
zpa6I$TG}g?O72B2olVYqwkZ`gyOSQaP@f$)V#c59E)5lOsw@K?z$}is^lO<ktkB;z
zXBCE$a~T1XVyiDzv|M`dG4lSMO4%u$%-RJ0@zK)0H7Igse3*daqm}++g`XwkPu4%s
zXDDM-tEW17`r)SZS*8kmefkuu_a~K0WBL#0=V#vXq#Y~dM>553%joN$QVLzXKIy%0
zF;)kCoZlp+n~4Bwd&sZSq$J5ICtZ9^i7SKWACA>#KW#iP2Vlvj>C`3{pQ}4Q?moMM
zVHS{4YCb!90LqZwr^h?>KR4{@H(zHde0v_1%-<0oN`4?|SG_!5ACAX<8<bOQcr|8=
z*q7bxWN46>ma8;YQucr4Qs5(hy(5bO$<;BS<QC?@&8^4dJOqwSt9Eu!xc#4!)={Y}
z3m?<`f{NH`n?|c>mRXJt)j)RM7^tdLB?V0H9J^P!k7T|F@$$!QvoqYcgkzb)K~#oZ
zR1`y|Vp>|Jh?%Fd0E=J4AIdyC^)oMz%H<+H{;2x`V+l0*2U<rTun#7qU^gKgTTX=t
z4^}ZU_j*vEVb``w))PTUxcVYR-dYm}O^&TdZhuEaZp|h#v$#8kRcx5x^<GG3;L%U_
z^F3f^$S9b6+i5BGT;cXCg*om64T%a1b#<jrbDi*yJp^}m)wIVLpHxSaU-{%>fvw4E
zwHr^B{p2Gz`qH5m87LI-@Z(IhYfq_SB@fDk#wiW`dY>i#$hlV|DE-rER&lAfmfz9V
zE%@ryaBrWNN6WM(bH}1LmsyH8-W>TH)xslBE{QJ?Z7z=2YxFhW!xF;!*uTbRzl>32
z{u}FU7?YccRpY`ufxS!kv+4mBlV2N8=I74$`E&AWa(6apOwTkwS&O06d}mx@_9>8>
zNxfCbuh?j`vvOv)tt4SPR-%W_^iazg>N`CduLfP|kq%bOX?w-B8IviJHn0d706)q7
zXWVcl@@p#Oj4HE0q>7A!JLhyj{8x~0$HsU3D4quwNVx;Zv%&3+O78H-as^PPDg-z$
zjJ=QC^^9Tbm`f_A9$s8d!}68A$-csU*w)ClF=n{+X?Z?53dZ90zv?vVWq3}9b41++
z2UKQLS=x8O-W9Q>lT&U{;tv#Z*{L+R3j1Y@%iu6pw#@s?EA&UTK!mqX&gCp0tsIDD
z$+N5-$w8|YzEsKTfiZY8Au{K9_-b$04sR7^uF5OnUlUix*RciEU~PGsBi8_}+AaIZ
z{h<e_*-oGB-5%TaOM>$XM*UF^)kF4ep^sKkj<(vnT^}xIU*B0Cc|y(R`GM{Dka_aK
z9v`>p<*USy1ieQ4VsdiJvw|nL&wuzp6LY&wd1{YH?fQ#^M{zE)W_?m3s+Bf(L0QqO
ziQ|J}r0O((+6t}9h@gJ8Bi5w#;#xuC`rUibP)A>KR<A-E^;G`GKlYjjCuC$K3~o2n
zYT=IWariWEwAJ4SADoN@qG+IN1LIG?ci$D^KG~N1jBet<X4E9&u*(hQd}xaLwUO!N
zv0^OwMy@Ymd4iY$%?j)O`0O_z5(?wASQbZt+N0|B-5oy=w5x2d6p|gSmodxi%asWj
zTcTK0H{F%OF#!XsGB68b|A~H3(Fsx*8u3?Xp$swjFqC_t9c?T$z#nb_m`c<_nl9|<
zmw441<>z0IAm6=kzkzISUmER|H@+4c0<*YOzdz)&(^8r4*o8U#fXO#4fmlg#s>)vA
za$(#1T-r2yd1q-<D09aQFYw{g{J`VrusrC+*3CQKgaEN2K}h1?;70)r8c1Srj`+eV
z9lc2hB%N6)oKikJh0k!|KWHv2EYx-7Yx0Sul0_5`<t)e!rQ9fnZIQLYzxGd&6Kfdm
z$m&x+EgRfgw{z{Ym!f|cW+2datP&*!`(%5hZ-})~;%P7E3%Y~>rHAm-WtYW>7@lJD
zj&Ht#!n*oU*Sbe%UVGJ`%TGKpO+I|AQa(=kWZn3DXeMoq3o~~usqVX0XU*?TncB{i
z)iv>~tm==*cNS!$hCUj~WUI1EnBKS%khV%$E4p4xi*nw!$m@Ds@GA7(s)~zuN(o5O
z9{S}|q0`w<A6xND-N&5()u8l~FPw8G6Y9Sue98C&r6sJY-6tyE?~Z#cAk$eVrcSVd
z3XW?dKoyBqZElvo&@f=T$8WMfne+h_2N2)ukoB*4W=1Vo7tCaB5bhC<&$>e(aUdrA
zCq3O36<$(<dKGuN@u$PfYKjZ`z%n7vfCceRYTbO#x}HlCQ8QgBQyux-t=4r4%Quw2
zx0~i(^c@LCfu_WU+}$yw!awn5n4|n~o&4CV-0+bH9C^hQRyiVM;zV-pe7DqA+^X#+
zuOQ@=@*R&%j^H^$AkR<hSlf@2Wb)=|GfJi9?$H#R7-=+p02MzpL>(sCitf1N-<rwy
zh?B=q06DPcxWSJu^`4GYU7j|(Nm|4nV(TiUINPaTJ?^{VJiZVbsk=wziqQO|EB;OC
z!S!|%Th_{6QAX#dO<6i+O)}=xlO8H2y_FZQq?YC`{yo4TtMi>1$4rS#K<W8N`vp)j
zH4*eea*=;EOdQUIq>N*&;lv>M4C*h&2LUs+kXkJQRlyWZJT0y_JJQqk`z%L)<^Wc(
zdEN9V^z*u@{;r@^^#w+D-+f)E@95jKHDi7KVo=7ey{A!?b^J!!x0{r8<CpGjzk}zE
zuVzDT^Qx_PxHY_O)2j?(Jkeu@w4~UbYcIE(`(H(Y3D?grMsM4cb|2dG`Rq*^Py5uU
zcub!(mDbK?<SY|Sc!An;*dk|ruJyW|MVr#zL+d_M0a=ZjsgqB6C(hP`Rn}L%6NDz^
z+be3CN~R~hUYNWeH6x(}as@P$DMtEmmmeLzumIRLeBLsEKz&+~63X2-;ykBI9#2m_
z&+F=x1To-tJXRL#JIAi)%c0G#ec!NI;??>;7lAEd>uxX4iqlMXsPfYM=ss1KoquFt
z2r^X(#+)h-$?0fu2Xj&A*&mOfo4xf8kLE_TIKRB4|2Eh>HM!y{<^8Q5=qDkacPS|&
zTzj-_{iDmdj=O<AdM%Fu_~6P8XRP<nlFHqIDA`hU2fM)T8yAjPkLd%mAhxmbEg$Xx
z%E`dXjpTBV2C1Oqj(e#Oa68mZTh`4m3ZU7fV#Kbv=G5Ip@sBm0&J(SQz<72R2c}@W
z<F%BWNtgJ<hC24@ScS3ftR~Cxl*xnyv>cBLeq?Nh(aBs-z?)SLUC=o`Mn1@E#tDB`
z(T&^gwx!q}Uy$v$IPqRGuSr4le!=8*DO|OY+RFW*O11lD8dO#SzUs%84?5GZ-rZ}z
zAR9I)Yd*-oI*x1i*?oAB81wGER%W{rQJ~rCc}S-WAPq_vP?WS|3s+P=Opl%qs2~cA
zX-`#%C?vhz{^w|#J-@QoS4sEGJyg=eIeB+0#v6ku-aWSJ>4Ib#mP*>zYSqt^vDRv9
ze?;EC2i1DIlBv{8Ov`O=XE&r6<(sFPmzs!iTm9Lpv63><pU_)l_0C@N7$5Dk|C`W=
z#S0tp;BB%p@CxGRxBhnCD+?;jm7jxH5zD0V_>fWX=g~UWZVw9T!@2q1l)o%&mpMs8
zxfmANmP#4dd+b!ZnG2UdX^Pou&2ksS&(4X6Tg3nYXjk=Gcv+K}IhtL%W6OsbSetnI
zjW^RUi2_yXN%)35YGu`92n1-UgX2e~Toy5s+$b_eFIE-gx*@#n_xKXmHYsEj`1p&4
zTkj^FLFJ^;{S-UO+kplXQ!mm)TkO~?qfGn4kdboN8|V&yVQg4|D&q<_+$fx<#Ex3r
zq;HRF+Xze~@x6w<thmhAfLiv=Com~e>=aF~^{R=-x%S7uuU#0Aa0a>*CX-8jVPdj$
z-lT(GzF9vzffYs_PW(JPX<T=h{iu2!soJ1W$y2?U02HZ&2HHx?re=0@fO1w{Rmza%
z9=fZ~LBlW;nKQd*M<{Ksb1L2&11MWbq8Mf6Lcg9F_HhsA;$g=ky=tFAJQFQPMR8Ab
zbBa)>k`qdi?>OdTiyw#4Hng;8Q75okEVuM+{)AHdy{*lQEzP}BXHTSeTa3YIw4*RA
z!S36h=2qz^i@N@jXPWXRLEreo?KXc0-EG)3Fp?a#{bn7XCWw-HRlRVOH@+VwgBhxG
z+xZc~<6svrjQ-7`x*;kJ!Rfh<#wEG;72@Nnf0ZJD%VEs7Jg!U<`)Q4S&al;8Y3_g<
zG>7#J2Z6F;<CS!Q9`vUq$p|LVZ!lhax1M!#j0DeG?pq&J68{Z8P^^H<>Pj2pM)&G*
zMAx}QTK~YsOXYRs=heKw(S6YIp1sg~y7aKwLK;Z??<Z}}J_QS4ZJwtzB!Z}Ac6ly?
z1j*kmdJ8D^2&r9eD+I^`=tnhVimZ9cbMLJd*SJW=L99M`Zv51S5o)emvF)qk8bK@N
z?|+#48p|5$C*o(j=mQlZfMJ&l4VUr+1h+}PK=V@@)HUmhC|R?Tlie=FM)!UfSSF&-
zrML-5@pz4KZ-Zn9+USqj&$ScN($fQe%pMfoY8|cxi4wvxiAa37^LOj?+-fo|^!2Gv
z;OCwjdV#>Qo1GdpA5Ow{ZZBs<@uU?0@i_`jXYJw#LRwHIp)Bo%1f+7=ZxSM}jRNlB
zMkmvc&D)<9Ol!b&A7JJYTDlD@6*;k^6Q>UQSr>Eke9s$qt4CmJ+P_)=wy>dnPu#`T
zazzp_eT07fpk*rj`0~llfFGEyVfjTN0&838JGgNIg5?XHr1h(V#?xoDV1fa#f5+yq
z^8YkCdTZXNQs?9d4t$u3=joP9Ro`7|yWi~&jk0SmPUbrs_4T4%P<L`#;<WoPyxF_L
z;A?i!#~JyN(kjf3j{2L2%no)A!uTXyn*FacM>zw&yLT}O%hYHfEz*pCcSjF!zFAol
z$4OsYgVr+3n#~dHz9ufHe@gx=&ZRG>i0lc0BNi7Hia?153jlXv(v&s$x0OI)jBlmf
zJXtk60@xo=iMKL0(2jqv1?e(hHq=Q&0ytRiZYat`T;`xOlwwPC?nm5kzG(+C&D`sh
zwWk!=o~hvkcqH0Kd``;>BQnR>bsa?FkF{ldOL4-&DtpyVqCVe9BVMmbOzwXPLd~_D
ze_D3;WO)+oT3RcWSwT?Nnw0fcMvekW%6Z5>76U?Wqp5PPk=2U<c$1?Aa9&U8>Rb$F
z3~P)<jiL+bj>hb&RElWoc<!%YY_I_E!9{IS=U}pf|0-L;o`ac;FtX-J`P8z<Pg;Z4
zuVPI&k^+E0ajmh-WP-Yyd2&TkPofR9Tnj0>TlN1@^%Y=IMO)hg28fg*Euj*Mk`e-v
zl2X#rC=F6FLpp#`qBJVq-Gby$3Q8!_%uqu}&(J9`@b3Zd{q8@{qmIMj%sKn)z4lt~
zde^(oXe~6q*2+X5>mTjPt2J*4QqQ)deApgXCgUwot&J6nhNa0(i(OFtuTa#!Br2y>
zUuDYj>TdwgLuV<J!<(_1BZR8$Zzk8spf%3>)@8pWtxXtvo;HBO5><N%0Tm#YK;`@x
zSas5Wjt&o!FB8`!lx*7=A$;lr_<qLM<)Sh`n)8*Tu2mI><lgJ1r<Gc<3QU=;MBA!9
zWYMyLz<*|eb$K&6oOre+?^2j4GX7#qgCEE4jye#{weLUr<TNxSl>eFU5aGJ4Tiv)S
z^@liR<7A|M>u)W_`($RVGnFGD+i^7aut~b$1DyM5lspY})omT5=?-F?>`ATvC(}<p
zR|b8Cd>W6l-#xC=e|MRS_$Fb+hmva~IXQ<h)pi5Ioov5TyVfEF8aeY8l11+)B&;PQ
zptd#^v)sBp4!de8Ikr-Js5ETbdNU4^MBBfcXz$=y9$Y+r{!Ff>oGwo~9hGR=^Ircw
ze0+@#!a6J_?yaM1z||=VU8J!OqlJcTFsg4;`9qUz$P^IaH~hH$Fih=y=CdEgueXM7
z5Qe(%x|T`Iq%1(I)A*a6npb4GkH&kTM;kLjmP*R94g@03C50$gw|25x8&I0F<`r&G
zw$gz7J~jXdc^1B5*G&r?c*JG)B-R^__up^9%iKsVA%dtHWkWWQ?Berz<TY4Nx5lH{
zZ~9R5P~JhJ!yNU28-v?rI)z=|yG#6sjh;4!WsPkyeQ0#twxMMn$kM^~whP#ZCf|d-
zedLBjvm-v;5fw|!g5SYA<Z(DnYTB*4R3a%7jfgdhyMia(W{b6<FmJogDh0x@jqjI<
ztsUO>R)(A`keTe%#ST>a85za3OjlH{IQIiW-D1Rm#(-LnRM~?2AZL~0y{WjRbhFHb
zD{>$#L{0Q%WoEvSzHt0T=kiOV21;`Q8JRLSt#Xt(*z&Qtj6Flm<NJzPFxHxeMsHwH
z+>6)tHwfQ^1{33!6P##MBvgF%YV79fkB@PD(NEISV4<tjNolHNOM^&c4ocq%b@U}K
z4_ExnT}%~aTA)P<ls5?Ig{}Hs97h{^PHjl!2BR0=UNm`Kpo_(;sX-tENayjQC2d7u
zq@z*|8<lOwH}0=EISst`FfQszb4z|lQn7_n3AiMR0N7u`<=36NyG}wvRSwJXn97ts
z@WnqV5MpzgjOq_$(h@|qFQ<9RV#%*7{i64+r?)P|W}xT;nFv^Yc6N6QDl(x@GGv<3
z47g3hxMjMiFx8;zxa7D(H+3m^g*O7oPp6pN8KD>+pwu)md0=(8e~FEQ0lJ--R0x?h
zIq`hGdc0;cG||V@oXXZ3kSiOaKCN747*n!!D0NiSboApsRnhM(i)r(EdX8T!<8t-#
z<O)~JFrPfERT(qLk{C{1*UhKVrzPT$S?02caHt#p=~D_imlmSNE!qK$`b2omv7h_o
zu-I@^d}nIXv`}<LF_EWJb7<$=KFy(}Y?RF2@Y+OQPF%M#mOfg^Mm>a%ed%za3$=^X
zgU?e$ViPW;={b7UEgTiDolLD;_$>A~c6m?QrLgQu#FYGy<V@g)NUv8`!wPC^dtnbN
zu#?xA-F{u!J6f;rmh9mzOJ_r0pXPXlVWOAfOaQK{^vloFonub*Py7yZPKJ0-_QZk~
zkwK)y`ja0v+{Rl%O$j<I5z=isq<8v$r%4%29!2KCPPl0~tJ=+jB2VV0+jm(rP*1tK
zVPgZ%s7}W*3fr;Wb7C8RFNLN_y_`A}K!ODxpVTqo{KLeCNrS^besz8BTfjzZWe4{_
zUPNzNn$c;7HtHYsOX<!Tv#R2Ek~0dM>-PZQx37Eq&_&Kt$M1aifBGPB758ELcNFg`
zrRh52I#ERDX;)Bsq34N+7^S;@K(g3y(;FUD+pmM{B(kciRCIN%>?B$%V_IZ!f3j#X
z<8zVr(^P(gYf>AoAFqjpNH2erJggdv*Z$h;kT%TVL)mwi)DGR+b9|nTfVF0Occ-YK
zVHoz%G)}(kbNbjB;f$VwK;bX!8~yzV;%kTt^i-FKIIapnlady3at_e@FNP^iUiH0@
z*zUz5Fom&1RkWL9-vUeuUH)z+D*eJKo+m-S2@AbQ)HrXnCjMJR-=BZ}g9Yc}KB{K1
zFK?nRk5_4pmPoWb_(I9Fj89ZA_tQnFlqoSkH9?!LVBrssW6cxqg&fxfF;^10wpFk2
zI<!aPj1aSP3CbWej6E|m)3VoxwO%zzK=x$ktIDaz<aG)VL;OG7_<9;jF|JH7X`=JF
zfMdCLC?c|0t(ZEL)2@bk$BrtjxEIf2xk*LbW$D7Fe=cmSnyGiOZ;0!z+FBXa*yzh<
zsw}plPjL?WIdQhfw|?!+*&JsQbxZZQnhJbt`W8qKYr^QvM4$lakZ^P~;o^0p;ODq&
z`qqUH&$U;Q^RkOB>owzQdCean%8Mpwi!Uk_Gtf8Q*M=X>uxLF<9y61CvprJlnwG1^
zIQ?LrlQRC@RJz#`IbYj26lZ|g{iFz8?&?dFED&b*A^()dnlbq`V^Sz|d2dq6SD8iB
zCRYI!L?vdnx%y^Ngf!mP1$=L->Ulc$g0dPZ_Cr=59i0#PU%r3|1w69If4&ahKtaBK
zNKKXecum|x?iX#+uHaJaq)F+?@z!IB&AqgKbXo$-FeHlwJTr@w>qVs}NdNYYwwLHf
zzf4gJr4RX67OrEy#~*?)JCPrn&)oF)CeFL{BHU)~XIP4gEhQw1L_z}2rM|f^|8(#B
zdc4uahZo;`@9}G<A|q-O6AjjAwD>wBhs@&&i!XljChB;JrKhi^85h<k7KH}v;v&0&
zn9CS;s_R{ri~I%`F5H0cAyr_%YEJSa?p?aZ-k-ofG~wx1uh(3!l2(5cx2F9-*~*3Q
z;U+fZq*_uqqb8ElLK3qU3EXIqd*DAKYH76<4ct8Ko&!1G=i|T#9n{QHjeGX}Td5Pb
z?{*ntx&BwxdYGs;XkI*2%-^aOH`mF`T1i9`yYy=KAhwL+FI7FQa~ER5VeQ4>B+HPI
z^V;Be-Auo)9$SBcK9fl|vxxen81^1|W0ORp+AektraO5eqh%4gY)2-}QEwBbZyO`c
z4zbLOh+x*$W80IbjW#(Ep3+!Oon^AFjAS2`=yTvPp?g+yRN!&Zc<fwY=XsJ_W#jz#
zBUm=NRow5<=cS4%?}#VqnoTD6!=t5yoksJP1{9cGrHtVNS5V0HXN9eAcej!~Q{ph@
zv+IdB4n{M-z_xH2*-$f)>6vEH{Ho52)Q!mf5x1>RxC5j|YM;ky<Gq3{_O&SU2FNq6
zb7B1%<l#uEa-UsMQ>=DQW#w%vpBp}5*EI_o!yV67)w?w5Q%Fj+cAf+EITLj%aTH%+
zzoVYQ=g|Os-Bnas*#J}XK@pF*>nFW?b$Zk}BYj@wJDg@Ll$M}$vcymPw=z-Ll%+t%
zPgc+4eX_)p=_Pv6qAH<g*|3;x5x0oGws{Wtw1$Smveiei^3^9%h@G`2Z#hpsn!hUU
zUGL#3u;1oATbN@d8zo4GI#Y@S7uU-*9omr{XT?Br-1!TQ$dUG|WX#?{%v5A@H}|+}
z&Aa_Umsn6F;hZNL`mW(+2-erPdy7OgH!EO9YVu{%Dh@etaJ)wY#%VSroRJZ<W{Xat
zyT!dnK}<7xE)3b6GSBwYH+8_*^jjws>iH11dcMS1yDSZ7ol{!3eBR9Art|TyE3f6G
zo=KO%OfAX}JCo^+7KBAiAG`#+0%GIS<YM~?EC|$az*833D)x*N1F1_0WNY|q)I-Z5
z&joxArm2%vb@K&`#QbmWSgW%XgeNfyy_Cy2jn$b+<g+vnWbsZ#Z)OkgKtBtwARr2|
zwt~1aH%Ddv#Lu!Vv)LdwhhlwF1oCauL*(eOO4EiW8KW2olj+NyP`>EO<sL4cd%bY|
z)FL}rt7=>z<e*>Qw?I73ICFIL9jIdMk<eJuPD?CGxW83&%ic_|@Ggs=th0zP2JE}Y
z;m48>f@jxLnf+A_j+1Jxm2wSSU`YV1h41By?<pLXB1?h98q%Qhuf8E-Ry+3>aV4Yk
zQB~7=(EZI-8xPWnA^j6$sgr$>U?eUE=Dh6Qeu<>dhH(n4-*RB?eA^**50los?}J<S
ziE|k2;2M~lO;&QqYuYd2+*$MRZ2@u=pPL^xn~u2)E+KkSo+GZA`_Dx-aw{9IZ&;j$
z?^$Iu@ujCW?aZ#te~M@z=3`#QARU`u>Baf2=^y;5YsZR++++PptoZvk69$9%r35%l
zhK6Fgx*yF_fVJei)*sm;r6H7)W4L}OmETx{f+_>_+TIbX<y!6okh!|GVBkr5G#wT%
z2}A|SW<)JrCFH(FvNY*@81K8@`)jme1_&P#PKR<%4#d=-<P-UNUH~KpuG>?7N&B`3
zgI7jtz0&Z^0_oKM$q#R8DJn)je*E$zV7U3!oJ7jOZz5eit!(|1Id2p1Bj^D8jjznO
z9V5i6Z?5#>WmQ$$Lqq$t&p%|lD2Mv)l&e%7PRW?;&1z%bE2zbthxh|Zp6|yvTA<|T
zFJsZJQ&d=?<A4HcdKU~VC!2)HSW**sJ3Flbb>N^(TrwkR6>c0|tqvF|188&}yT^$p
zZ*zsbl$p1#>8p+SJJCpWYMRX}o38|&UW8*jgirMWXYcqD{+Gh!we-6N0~;@&QH_fh
zHrf@&TI`)@MHYK%M51e@Cu?7%{#1FV8W-g6GoP@x6YXYWz1$E$RIjV4nOMH{#`=X-
z&L^{%p{Zl#k31S0TJZV#TKsq$+>uft++R&|dZ2i+(YT-*_xfIijYg3|L}qL%OVy*h
z&;_Z~GW;w$I5-64I9KPgiGm(eTzdBd$9JoUndj8h8yoY`B08<-i1T!mBte6dJ+yYf
zYTftrI3w7DSu%U-*f-qI1^)RQ!sl?CMWZP<4F{|G^y=UR95ZW>t0Mc!)7dc~SA!+G
zkAg&DNiv@btFT10keVg0fm0r^w}<{-&cYA+*DK!M2RbdZ&mmsU%klOfuhAAZH5tsb
z4aM^i8JMq4=!MgpID#|>zt8Ax6W2~-^xv{bY<-Ps=9Al&i0sNSzp3=&ou<4Y)L0qO
z$)s#ht5vSb&&y~Dc&>`S49M1CR+qGuT{BLNLF#nT<Nr)_X;VYoD$j3G>#!vOE&CtA
z-YM{fo~kYBB2&bSA@Dpp@OyR3U5%fM3H$4>Ri$XU;xoq7CFDgOo-}~*6EOjFcg4lU
zMNO*<Xm5y;+3}{q!L(nqIfB$O)TG`}@SS?trMg9syPF%{Fg$9^Q;Uny1J?FnkL6)r
z^I@JMZ0IBBQvDu024Zm$2HnkXC>{npT}#ZY;eX>IivLlM^eU*Y7qMw_MC_aA9Ut3h
zECq+8BAd-%O~*LQmaathAk?7aCU6=?E3BHWyXou@9~yRcV%7Vt26C4Qr6db}a|59o
z0*JYPcd03umi)H>4c8#65^fX=RxzLv-urCheD_8hn=u&TaAwV%wIjhj!q&z{+`;6W
zv;B0H6lysOv%TI^+E?z@mdJB=4GNp<KFm}a-!8aS>FRbWSt-r@2mODL6(HA%r(c=@
z;Nva!Pt6EDn|u2S9O3y$vu3Yw^@KK}=BQdJiAHtWWWNtf0-J_P{eG!F5xGbmY(=|o
zUT(KK(9MOoJoWG>Yte-&61sF$p;9wLSbSTd^c{pgyOs9ai}nLnmN~p8UWsD$-rHX{
zQL1q<S65ch2Yu&wm+tFJ<R2gBGkYzHrFg8~8?c%yDP1+y)!qDJ(v-;W7>IOc!_$cc
z{uR99XGMp2SyPi5XW9e6`3b0~DmO^`yL-#~Z;r>#UzB7PBafKw4`{ngjPK#FJscC;
z4(@C1BMpuHK6_j~FT;?o-zzON93GR+&CMOcat>lHJNC^9tfem;{*UH+(lVMK)=!*X
z`d(#Wb#)7r-T;eimQZA@UO}B4O>+<AusI$^aG>F9Y1{j}CuJOAEQN|JP3ro-^XGj_
z`R?_P=4@6x2Wn4IcG?QItsHo-jCJd8&3~pdB+A3otWGU2`9sQ$w$vtH_(G^YbOYWz
z*m8ei5t#1Y>?;5Zm8EfTlo;G7<7!2JMARSt?ad4r-F%7LjCo&Wzh;VFKiWFz!went
z_V{I-c)ERD>W4tQip$E(9tD2@2)9yFbpSe7rGpE&lqtRk*MMrP^*|2m)WN}lZU-$7
z+0SOQC+J;*&PhAjRRj83G@($;H?xMqyJh<cO?zfN*f(3&b|V4$*eu%XCHUq0Pzke)
z(X>+rg|p^L^75f#;y$Oj{>>-<;^EV~6L9RA5DqWB3=$a6%3cf?_<1jCh}r$5YkbvS
zRmiMmk6@eiZ};7ckaS;44oe#w9WB6MHp9}A$gC+?N<pNdp)a`+cyN#vlbu#(QdE`#
z&7A%Tf$ZlO)$5y>Gy=!0zfg)n$V3)dhjHUvN_x+NqPJ1yHz5H*<;+x&><zTffZ|U0
z$=_J!r^kuM*55jFRm5Zk8HO+(9!qu2PJ>wI7usH4p^_WrqTcK6Y1)@$>ZCENtJ)7*
z&8&l_?1l#lTUw$N2K4|64=m@UQ-4}IwH|{>TMD8TDXPtvo=!~K9=&Te09K@G-0AjU
z=Q?5&S6E)I%bxSYdo?KhV7<XESLJ2Zmjc~9_)MPRj&qv6rp#*^se=Ynbfxy>{<xQz
z<H3W0xf>x5_XiERaT_1$r9`eS={)Ennoq8D_rTUWmud-e{g6~|uF8=wTb(G;R)`cf
zWQ4FbH`G4=!qa#}FhtIh8LEhTUs{i`M7v@EKaP+RQdRX4v%IVewprkSsl^5O*X<xD
zv8ZN)oWh?1zms8ksYf$$LSCCLcvk6?+u8NU8-(cnw4OyGipFBzSM%3!IFrbw5D()|
z8{NTbYAd7VUktFQHT>Y&0rw7s8JNW^40QE~{s1%CeXAkyf}x?f(984Rs$LC#&eP>g
z!#M(zE{3}`IrM#_b$gl0OvnU~vOB2GBvu~o?Sr+okUE)vj)>g;&-Z7ElJG#l0R%5r
z$HG=C@A;9PnCwXSLHnq_U*zL=0ej)==tlU#tOv7h_7@|wzZ)}#lP=PzuEVG%*jydg
z9TL;V4%2$Zn+(D)-ab~jf8y{+Hf+_m#_o&W@+do2QB#G4WP7X10bdFyfcZYdX}i2=
z?^x!nwX*)0yY@vX`0Dc=`wPGO2mDNJvcHJGahzx<FgzHDt8&nnn`uMZ4u8G@_NPme
ze}C2;AkXzIB^RBf2|GCqCfmWpuzx%4U%b$rX%b!;^LVntgtm9U_J7-T+S%S_G6nNG
z2e>D?`f<PR>^)`T(O0yIMATEj%pw$WK7Aqw^He^ouk~4HV&cniChZb~`-)2k4(dbS
zFFm@?oc(<Y=CM~;85kM0kfnL+u8_NG6|&eNiVfEqC-tJ56=03}e=p&c)H~d4Qu%dT
zgUK{iR6^7rJ|mobcN+iasU;ZSRW2;PH}uDdm(&tCf5+1ce*MTc>z$oFhaYX;xb`7h
z`)_x?0DtBBc9B_Qjt0D6mF@<Zfx6T;6gc&}5(|!Po1Ner>`co`ni_u1h{MC3jzcVL
zvcZc%OEr%XB5nQQBaPki@S_`T(YLq+5A(&q4nQ3Bo;S6G(fNSvhQjsfR+iM#=~gb?
z$%$+#jpTF;=H&ppRS9s4!;^OHhKzO$4}Aley<Szh3&{<lCd>R9Pwc8pVTiVf0?n0m
z617x8V_?YgD>8McsoA-Xr`~@CwKRaX&7~~n>0(~XpSxln2WGkMQ<udpLSW;XJa31<
z+;<8w0VnFL&4IEvaKBb)mk!E~B4uOLrGQE%m}k<=XJsj~bs!K|m$ZvvU>w^XDoeHk
zdd%RZR0Lwo+u2cIOD^Cw_DfuPd0k@rkGS`XxkLN4)o8XVm^=1>1qbp|{eOTlSo&p_
zXfwO4lnor!SFHWYGPkpfA|wr2lEid9nhz3>Cow}Y+1-Fj?moa_BKrPB3KS7^w_M<~
zo%_jzz<l8ZStO;TcLGgpH|YV01r}FfW24cj@g^eBGBqt8ou&q>xv!+g)Etpq+&?l@
z6sP|J`JUGq*`^l$P9eum+X2?HK?U7uiQUnIXURSSI`G4}-Gp~^Op1$2w@-Q&-;pew
zlpqHw1%Gn_-}mFk&7P)LunE!oLSBFPR>skp77@&j_*;)sJfk`BV6aI$2iP&-;$Bf?
z5qjMG$}*?g*|~pr1ynUF*SE9~f=YoG)YN^jt6;cBW~w}}RbTjljAe0+mGk?|cbG4z
z<m^ew8YEOyad>bzn_Z(RyCU=EM{4SV>O$l82>ODV_Ms(_o~F2%`)v`#*jbCV97|ry
z8Zt%(A((v$35l#icch${AapURa^(cmL^e9)%j$S&^V2T&vEZ}6FL2u>C5C?KYG$tv
zdbn8npCj(E<@4#Jzi(qI%Y4Eo4mnqs>+A8})XyhmN#Lb|j6nwQb_JnwLB3nF^|`+~
z?Sq1Dm_WNVxwvNcsARM|*1}@kr!Ocj6-bo~S*1NdLhroRoct;k!e%%4*S^H4S<#_J
z$bO|-0R#;q?mAC7ds0}Hy$^WTux({03PqE(@_4CzQ;Dr*@5X}zVd`ta(9t`wLNB$d
zB1B;gvKfy~x+iWem2mq&cjh<?>+>{vN`|v-%trF-{r=L1v*>4S3cUF~Qu>)S`+awE
zLUbAx0^zM|_*1cieW^;M+HPU>$R}+s=CTd8)ETF&aV+Y&7ESbHxNk^o|9dDNp<vBh
zr@9TE!_=QtpVa<G6pc=Zu&ztWDC4cm1G<)7trTWODm<b<oDCe~@658_uQk9v8{CvH
zSgd4r*u$x&|EIV?y6}#czINQ;P+3Z!-pZh<M8=@+(}$Zae?F{+ELR@&=^~B>+Udoc
z0nkdtL8>x#ydViv9NiVRR!YexG}&n(8TiP0>BJ2wwbZ}C3AE2UF7LfMp_kakegqkG
zZt4pMV}8DaP-@ZXX_k9~>@1?7F@y9^W6$ZngFHrGwYPnLQdu5mh4^meE(vsD-#@0l
zVdB<$0>tzA3?~}3J;rwwaew?w^#!?bXtGFqXNx2}5FeR*U;BNjgc^t!4q7i`p>t9v
z{gb&?;JfNsRGg<f;zLe$?jtNGiYwCwhR{VWR(7L3oflc^W}8*x%+-|;^IN}E^{?1Q
z2m1iEdx*69nN6r&#9)A5VJ)vl8)d-6Bmwk0z{_0rnNlIyy2yaX_T9lgM+C`isIK!6
z7U?HBIlRx!%|sIND=a1L<4*=veSew7#hH`I*Q!gH?k{_L_cMA`7v_xz`#RS+ql~zu
zh`&Lh+xY-&b`kp4JA}4D1e)I_-RPkxvek)ug=sgevacT{XFl)<C@nR`ZPKEc`Gqq4
z^scQlEX1hdl6(6{l{pn=(F=j#S$Z9vKjkyvFAy@D@bRw4Vjxu;V+r1X!-USX5yw(o
z+paZk{-gnzek=5jv`f|YQsbVxLw~j*%!7%fu(9S7Z{cft2{fFGd-~QaI8n#F|A}@X
zn_ageOZ#c1{1AN%hDP-|y7H%F=?-_B-$_8N&O3$j)>KZek`WRJL0n)}=HdYYzWDst
z=9AZF*%AD;0fVP*X4YKoD4u>t+ddq5B@}x5I>%{cpk+Pyq{?ec5>F$4g;`n!$!c)?
zCguN>M6yO6?UXUXb`7-E;xa&dKyrB>#tsgOx*QCE-p0l;{M2U2%moE75NT5`fiuNH
z^S5%VEG|ssle1zyV)Gs;1EV@h?WdB_7kR<NCO}Plsa%x!q;`|{o}_X8PC4p2=PruF
z$c*AV_b9^{SXQUH0Kdxo>J2ArR|p5JZYPGM#XA_)s)Dv%<lbsyEmr4BOJ+JF2p}<3
z1|BsnUz}7%8gyL5?pCa>5}?$pEGyb9tsaF-H;L_h=rk;U{=QqnBX>!Q@=3Ii$DN0V
z?q(L?4H=z>QApRjhT5mo_i>FP)LwnN%xPBme6wqFgT30U*KA=-j4UWiR0i{uy0l)j
z0H%kOXlU#Iv9|TOTV=QI9K?U>j97HuxKP&H^zZ>l6{uJ<fwAyE`g5)NJsRMsEZ;AS
z5f=1<tpkZv55H~zfULjf6ijWaqCpII<G5A5Ng+`Wn_r7z8=x0AmY>PjY%T94BQLye
z>{e}zfL!%J8ffoK1(aQV9(W6A(K~eASze^}@2X@Sx~c>CWy2C><?&D=QtfiTYN8uH
zh(pylf6|vECqF>iB1c=`kjflrCmjC6;r+b=$?<UNd1?Yl)~eK3n-V6T-!uXBouYu8
z?y4S0ZpOXHkK|+Z*NGRjtF3lI<FiHtbJTx-&GVU8zf0tS(98b?O&rf(IGf-<Zblzc
zoNS2G)K^CutZ`OEj(O)bQhAw%1~bj1M0Yt@o#rN|xWOZD^*cHhq=(hJi`^PJlBCG1
zQ}4MSjpB%gNk@Tfk`Ur=<_I3Ks}A}_?jcp_E(5K%Nm&y_0VSldc%0ZkMyp(!VrGw2
zA3R3Xg3pKCnpE2Ni#uPKL_~4@;oI(DB>y2oCz*SHjl^!DisvH}LrK~D0jz}|I(fd$
zhbd*Zyr*W3c97?Tv@qB0dr$nN`r<9WBd!?MUsXVk!~RAN9LcpelxoA8#*AyagF2x?
z+ZfEEu#|3D)&TYzTQn{0-OWFLS|dyLQdSKX#DS2iXo`iI$nZfUVYs?YtpvqkElSeV
z=Rvq=W2&$HrI^!sV_Blq+8A;YAyFM^v@neFGC3R>aJ)Bh+__l@WEu_~Vmh`w3V(=A
zt~7Wa5<vXB?w+llD3xUyDQp!ger(+3Z*CycV4)rz=}N+881UMc@O?RaW$$P?dfCCs
z57b;jz8cI1{Wyo9JI#+<nXshR%)aGI8#{J-CS3zx*&0t(EWU`HbaJ5bay%-&)$ukR
zv$(A3X9g-~eyYY@RYG=$INcD&)(TlJ!d5)Gpm}n6TWEW=?R}#?jrl5NODC@5FG`g(
zkk1vM^%Ta1E){0<Q;db9Uh!r|qYlirvYE%p0_jkO`e}DB8vB&Y^u&NbX?&If!LOd6
z<p9_)mSo!_t?&Z6U*GpbFJ6s}?w~L5WorH6tik1(a0v-XH=^qib0WL!ZF0!uM#5r<
z{Tx{zKH^XlA-WR1yrpEVwk-B)J|?i6Jactba)8~k3O}IrjNTIJ*3ELe+lFz4Kwlqz
zgv2a}^?5nL*nI%CrsLsRz{tSfU&q(S6S6cVqO&O2j-4>aycLOLy#)qsDpFsG-*mml
zx99G4+mtnE53@_9S>7%4rSFbCo;LdhKkj^A3K>X*KJ=I^%S$uObL&n3veL?0Z2bj=
zg<1nvwS~sjy<hG>Z-6ABJfE~U`@ZpXnh7mc`Qf%(Z*$Xz-AMn*@%{6ZsxqW4KM4Jt
zP`TL7**a5HhjVl_57_?$vusdyzY{OYhABT5ri&|-PC-d_rbc6U!U90gjp#1{bcWkk
zFOQ6@iAuN|rFF&YR($L5l=&f-EhZP=;rp7LZ+E*d)HUkp{GS$>$RWAF0om}6v4J(o
z0@59Jum+6@gTa<WaW)Dxn<T5EFq1BYKq|2E{kL67u38@)S+*s623=@;^Qm(+K|O)k
z`DU{O2!he@1@_!uQPA7p>B!@fcr2bIBZREq>p-un4sCgiwKKD+WlvZ-s3>wnD6h#-
zEaz|y+6p9Jl1_wg+v0Z1hY;KS764JAy6Ld`vVjGA(YCQ$ux7MEEy`>L>V`qaKkht#
zL+!$e)`sD5K$Z+Szq>n-94zdD(tlRYcC!eR7+mBeeJ~8MXt*Ei#T;O=fJ6iM^gJk6
z08fndve$)c76ffN7w9dX$vWiop>HT39-n8x-_zi)k6)AZ(Hmk4-X-OxNl`B#R4xNU
zLq*lqJY-Dxq(sc~8*R(DugMbU<JDe+Q_yMe9O2wcwvG18?NwmhKpahrx`NdEDOCq-
zAUC|XEj%1JPV~Oww-Q%v7ddDMD}xCvs=ULk-r*klr1xz*B&(~ZP;MC%5{5XT*#kKG
zkvSFpc%-R?`MV06zm3@f^%GTHB89U1u_IC=3u`;C7FUTO(tQ7naEDa_@np`QFwYdG
z62Iqr0zs!;L!uave5RS`%PV^qsXl*6OZk~@dh_)oDK~9u^Gc7VuoX4wD+$|2W+IqY
z8x0YYwr4UR>wEQ;TO#A&6AQ5xkAhdF$i_b_*oE<L%h5{U0YP_H1EXOcjAVyDu%DFl
z6<B?!sj2fp*CZ&tXeaaTeXpj;^7Z90qN7msdy!A-PF168Ha>Zsa<ZZ7ZfZdc0hGDh
zg*QgZ)9u8E0dN84{A`0NluZ@t#PtTgROrm-pt=m$d@+wsImE0%&zUGoP`+({%H27(
zN89aE$7)fjzS#FQ-9;8zlfXJKe>;7Ol0GiocRnl%e!7<zmDQLkhpmXL54t<^dxyl@
zduU20GRe~|*6Vi)#$7CckL~C$j%8v<#Hs!(ls=@Y`XcZ5r*$u;r#~m|xC*$f%=rE#
zqeG<7I^T1jbQpIo32o5x-7804b?z#-C{@MoW7=Q{VWlr1zIuSZ^$=T4@VZH^TTOSW
z&oDq+!gR-L$ef9>YwLWJ7<-O9NYCin-C<F?PU=w8G7Kwh?|1d(5~C3tN?4}%O$!-#
zSOW`1M%|gdA9tO+-++blK1y;m1c={{r3TP{Nt+g&G%Z5Kr%4<wuj%<bsposF<-mBO
z4SETMe)WLQ2EGhU!NAI~bPl%s!tG5OwX4?cxEYusRD8gp>pg1AV`e+~`2xEUpm8cS
zKM`aIPvpTnVZ@p8??2h?Z|VZVYT`W;#FNW3*KNRV%;(gXX=RA`KrwamJ`L`-05{zK
zq=}&OX8tEJsEn#foU&!e#DuR&&EgH*9~=E7p1IG8EN~UPn?Bq=pS=?H?c(p46~p)l
zrx3c^MrJc<$s5!rl1tkkR_hkGepPO_kL(#jmZ}$X6)TS@oIwVLS=A#z&~6DA=kSfa
zJ=gI>-t5&=6+fue=x&cL3VodK>x}|PeKgf-?aU<;x8HXXA9?{vf-r;aojJqf2PfBC
zqK|@=;-qj9G~D|;Q{5F8j{6&VlFsjo@|YYcb3fpPuYFYNH!~eiXR1$x{hs5@*-3s8
z-R*Bwh+t{Cj(A|*z1dEVTdtg%SvvG!hxogiar2qrU6`|%|F+jgj+z**vNQJ=9qZMl
zC%U?y#rQeK)F^?hk<CgJ@p(;|XC2T>q88hWpWW9Y04CcZZkj?%P^4rOSI8BxlZxL%
zHy`~kdJ4(zS@Sz7b*i1dK43-K3s58s#vE>5`f{X&K&I`*@-`6=4zD1n2X+x?+-F|Y
zcJM?xo<kB<UA7R$EfAa^TI3%ZMfW~Okj`Ez>kghCsj>Ndb*sgOhn~`s)ILup_Ia5`
zQ?oGOZWJ;CXApk@v;QOR!de!%Ft<naG0N=VFl)4`ULNGtl6b8A0mL!w@>w=a%l^&#
zK$d|>6rFTo0%^LH_Fu=(Ro1O;zk?ZGr!$J@8s61=!EbVLQ?BU(^^CIo1KzlEzI8|A
zSNlehId-u?8z!0->>7AI4hZWL5>?uNBMJUtl`w@n7O6{E#ViR#P=-Pa3%NYcB7p#H
z5rm<*M;~Y!_=c+=S#W9)@V`NU{|Ick1koM1bEU1*Nw0dUx+7~eUI1xVR096gQyjqg
zyCrr@!Sw0FsnH_0Ow_pN;rF(b)q#>Lb$`ky8?$(Qk4XotuHVQ{q5EQT>e!>jXsWr5
z=SAng+cgbHmhY(VEu|Af5@-!P_WS`$Il$CyW`&B;1EJy3I(3QSB=P3q+I#VKF5yYv
zNlB*^3#rzgx(?qg1wFf-R6QU`eF1Dp3@$4}JG~B04e;kP;B=MoCO3IUC*E)M?ehV@
z?$-RsUilg|qlckl&5yr^V+fs;ue2&bd1&wNjU8=1uYOl`Z!vs{5J!86Q=D-2yR3oB
z;EDS0Wh{WqE#<#`>X+yR;+Y_ll(s)BGYkCq5nyX!76?OcF>-AuGCH$JMZSJP8?FGV
zCJ5A0AC5!sC@wB9YkGN=1GMCwQF<@8<zk!j-(EWwtZ@w}y6SQzp+p3cG|sn;wf9(@
z4>2O{lWgbqr{j&cZFKhu8`sm(Nw@U_l2LSQd5{dF{L@=JdZ^&;a`~1wxQv!}{7yh3
zA0ZK3Qw{i0g{sT%bB+RuQ(A({eM~KUSz1%H{d>7}7KKD6Bz>7d(%<txn!)C*Z%={D
zSgk8GY%hpCjj9Sw-4-J518Ko09ncGPAyKT5uRJLPvMr$_oz78FpKn|&Dl40WUZTsE
zBMdZkyL7XKEaQ>eO)$+1@2TOM0?ERab^W7QZvs0fa^{;bE5lH7XW~~%dX(qhLZ8W%
z?xWWx``V?10f8tYQ_!0KW?#fxQxiJe>LVb1*a7PENpp2VsBpnIK_wvT73i}r3STkq
z19?^fejFUfb$fkpMT<lHMt=~$cyADxnrxXJXRUh$?q03)`&uOtXv<U+5!5Qe#0+ZJ
zz|&#X1~I6*Z3GzDCJoPtnASZYfv;cU<5y<=`#M;iikezsq6IHUWUIK1-T(4KSbgM?
z=oPOXh9{&wh?RA^Z$HMbG9Op9M&g1gZym0QH$+T5Kjz}%0g*T%N5y<82pI@|fQ^<S
z@``bn6WBs-<LBEdd#eKr&;zE8ja@Vnn6|4SuT@w4%vZ6I+PXk#tXk%R{{2pH+~>Q*
zU2H9^3-JkG>Zf$^%oFN)5Ja;A3ZUAFPy5@QRhNxAs;L$yWv0QCkw2Kn+F!r;GT(?!
zghPSim2vblRVg2$@2aq8Q1Mt$4Hv&K#MH+i2SrquRhiX?UvcVkLQ-ZnCS~e-$k%uU
zGHxlFIX5p|jd~smRfHxwG*$zj92~@>j;4%ViK266ITgQe+x{Fvf^%0=tprlFr7-U4
zw(njrMJU4;P(QaTu22gG|L<9KeaEe(|EVq`)hlcX=v=k{itCng)d#IJ4$#gY?eRRV
zni?8u@0Pk^^g=Jv4E$!cCe?C;MDaEdhVh%ubpDf_-3Onub;OS?Hl!L|WHi6NoKP@I
zHS&xP%~*n0r7ehl;lkGk$x4H3RoRqok?>jnQKeb{QTp<~)|8Nukk4Q!fxe&Y(<^nh
zJD8M2aSuSSxGp5(ahhrP)nNdF>Zi2dK^S`Rp}J+H+}@31V#v4XPM}=><7i4GFkbDM
zynsi6uCZ1=;IrY)ivYbjTk%`DD|)Kxw?9nah!}<0isKtpLF))mUFL6jCicCl#P-rp
z%K~o@qV7b~(y+L$(C}6EsJXMSq6CGj3#zNNGN683+{ysZDlE7oVxpk_@-n#|kI@6b
z$TH2;s-gh8;YYzFx3H_~_DnCeJ^zC2ZIo*XQ9bxayRdZ*v$zP%{>3|h!`P8nuVq5>
z(s)*WZ|{)LGsUEli<^5>Lh9iPGH{pE-&UPVHV7aZ+B%??-T(fHROqS0kqv^)Tc=X7
z$kI@}ZJVh~g9EvF{BBFC2bKl_ft(KzO;)HpwegVyzPqqM=ID~t<1Mk2z32qcM`dVy
zJOg7d8&)unr0>({;2ScbS~=9^G4ibCk&T2ziI$sZN~F_W<}?g=H*HWu7H>nwH`=~D
zgWMWNUU^F@3AFY*jt?V<1vo}E`|ygiHq}rYxlM2HrIz@W=hKgTi1}%BDuZbn=Ywq~
zR}mq&hgdjP3~}E&WIaJ8f*ACKU^@Vk{LU;jxMJ*LHxSUyc_ehHfs<;)v*(J8f`bx(
z(ZYVaC9*iP<l&YVs3M@Wmsv(1y)A!|B{W4>T0a6yMaBQ;q+m>V&r)XBr>L0$V@?3I
zcD?02{sG3!UAwkTLNVHYH6iKU7HCP(WroE1oE+Z)kzpp4g*V$(a?lLMBV{qc3C&6X
zNucI^V9T<XxW*Z{C>XN-oKG}}cxA8QO|Y-*Ti<T!ReR?(VH3iOcT8P+nIBy5GIeqz
z=Cx)iTTdU0AAmPMYqvzs)z2%1*tdi>a?XHDAtH}Ow>ywe|M>go0@2Eh=@u@KGG(69
z6p)~O|F!SIUnRif?4huo!kQW&T#=Kj;yN@acjm35bagN6O)5iJ&4g;8wzt<h!LeT{
zPi^w)??I#^JeP8QCyF>HE(tso5~&&Z*DW{$SbpI3C*^)3*X0~O{ZNVe|Np&B4F}lt
zJ`mn%1wCTLQ}A6gDR1jOdaR0vc}Kzb<p=Lsf^RVg?U&EK4E)WiIEWH)7_Vg*u=2FG
zTN>=mcx4XQB9L!axY8ZWxnS<Q@xWi1N(axg)js&NgcIUb_|LM((1wnex%}mjzqv<I
z%K{+Bx;Dpu`~1qG=Mer&z8a}yYp<lB@rhZL>_<f6h@6Rhoew@Ng<%b!p8_oMn%A=p
z|3mQRA*vQ&J9Xh>dyzxa?qrq$JB+*bZQECJf4wcLt1}ULWzJJFO2eZ)R}o}yRQuv9
z?x)pdD#JC8d+wkZ2P;tqCx8@Cp8=BEmT2_3)esx>d|exlu+)TPIq0c_^x1XDRs@Up
zqOs!c<bnfGq+e=EJJp*F4ZGn(P19?1BS{`Po&&ZFY6CYExTujDpVCkfk?OKB!^3!Z
z)0lTWt(R*#@Fz8A<;Q&7ZM++r7u=j)IOkQV@09@La2`KdKqfaPd%e<#C`?{>V#ZTy
z!gIOF#B;RdTw4PYU<G2S9Zx0S3XT_@Z8YLjz91~=5pw$HSUFF&7hU{XTATd@VAJ?C
zNA|yNKPo`cenU3MbPu;Wv)~#w<_iW_n#Tdeh`^t|S(1XMQ#lyrfsFLfc>l&XSRDS{
zD6(L8_Yu=2Sr*HyS(;2uApe?(dHL}pwVjedXp3%6VgBup2QPWQ+X5N<%hcZJnn}0I
zEQSkp64k3RQCCLhdHoDP!;=I%L|E<UDB{}j)HydL2?u|E)BIjX_)QC>1e&?McIW~`
ziTmusZo7MUXU1rcvm@U07mLXp-L<gg<{lyQMe3K8TMQlyZlhA}D?-7`G$eD#L)!iC
z4CZ09T-yks=D#i0gLMrvGU5C6pU<fEph*k6586sfUm>?;I2C-pJ~?Ra%@~6pTI9K6
zC8XSLGOmTz=V{aR_dJ#Se31_LevPY#==Po&x*8lrWG?3iFe0oJ|JU(h>Kw>Zi}j9Y
z<j%VbDT)maj=TO{%l+hzUmA5eGjDq{*mU(i-8MGJb<s^I<O1A!gF^6*Bb+7I#cE_4
z>!Mo_{2`9bcuY;on=7d2nlz91+)xSP7%>2Z3iOvxM50a4Um$=i$r1C5|F}$S*ct)h
zqXV6603jYCkmqWa6imSs)1RJ}*4QvV3uJ(a8$eS4@@HDg${9BuQ~vj1U%rs@D?^_N
zY5@$3za1Qo8=V|1g#*@r-++wJsua+D9;<9FFgc{SK6sq#zOzT6+D}TaRh%*ONU$>3
zSZHXD!B9fZ0$T{{>JlR>q0dZosS8GaVDwg~V`nlUj~y9sAVbqdtAUIgH3`$fXT{#W
z5A5)ZV{^TuKlr1|<uK`>+d#H{g$cPfnyJr03c-I7WiA`xWMS&l599aPxbNrwSU;{+
zZg0CVz$xroOgB#mk~}h?0Q^Uh>)yR}36TVV3X{JtkcRXdJV9Ld9+DAJV9P8ne#_f@
z&i~<={Fgs(`IG0%ct71-)<YwWVXvm(nMTp>s`J3A#FZ60z%4iyUXkjRG<SOTOsO?k
zFW>!XP%s5!=9SjFLOyya!4xIE>lu#(U)cr$(H$L=>h}$whqp!<q{D))uI#-wUf+Dj
zEw)m52S`c<QDj+u5`xA@Or;AAEAfHu$VPYrQMz*D5%BTu(L9D4p4)mesLM|SRfUpD
zyMJ~!+-4N0bhl-Tk8eIYPi;~BP2o*w=oh~Nvx;JZA98O3J4?TmdKks2PF)QR4Z3O(
z`C5nT4v$tgP{4ykVb7Au>%SRHE8Pv)#(}H*X9@2i5E7Pxq`kXvrR^GEO*p;H-}oxC
zGC|ch0e8g1Ac73Kx36irDrYE=7WFP_J_|1{8JxY;3LOol5~`@yY7Nng_hsmSI8gSj
zjQ*TZ?mHM31Fqi4YC>~E8MaJf2ue@P>hQU@=-l%P3sW0Pr}O^Hf36vZp}%;jSDyKr
z4HwcRoupm*O58F(JauvTjF%hU58~zNl-gZ=8wyo{8Y$NDdyI(R8!ejwb%GHF3s;@O
zdP=lQwIRLS*MQD-V+1W5)F`g2&bNK)cae7HK>W_An0oD%09ZcNEh#xd>C&@WKl3O5
zS{-~<2A<{8Rr4p=Rodc=hC0nf^7VTPm2MvIF&-jCB_)S056UYl@H15?vs%kSAxOxs
zg)f|$9{G0k@yCzz3q~XOx&I|kcdSOF08lM4%dtO6)Z(a#on%@q&%Hfue_)yQJ8941
z=LgVe`1{8~=Oe}SkyAMZ*5N-vq_LN7cn7gYoB9&IP9P<}YTm^QNOy(#_kh19aBoQF
z5x$jz#i}x_xA(NslUXLgS7`8sOMKRPnFI<_hinz(p9{(39Q?HF@qAvpPibjK_+5?f
z_Gvc-N_>KqNj#|vZWCL*_5xWNOtUgPRJ^;J+Dh;PSdO;AAR%AX@HV6_c6Nrt_Jv6m
zuqtYC&N_gw0=NcM7VQ~P&*AVd?yD~}_4Ok&H4F0drEe+f*|h{_Fo;(xaNXuJd8vM*
z_^ok8{f$h7CP1Xtb8>)ZB{T;zM{30u&zIMRXTUxv(Vo1Ecb50VKR<U@5_~|1owZ$A
zq#J8>Al)x0r~|+72+ysRdwQk+1g5<`kP!X(`Ezo?nxb6qDIbB(z>Da>Jha%<8gRM8
z;tc}G_&{r^!f-m%4EP}hzNL4R^{GFGzje#+Q8!+l^AW~#RdJ=(jz!L5*K~@du035|
zl^itr0^0dewUG}6x(X#eaL-p4cg<`IFV&P!Jy}2l;xW43h@9w}$FgmIcM7+d%TzC~
zd6s4Y0--w7Mm7|9>5&lpKnY}QA6c{`^NYLYN)DY*I0AZDYnP`VA#M})-|uNCi+p7X
zvgNProK~NJWN(|Q65A8oG#eAF&_zfGQy_&~`=+A49U!VdeC0@Sje`m}`ZcT5Li5!V
zYjhO@sljhS4GpMcWBm$FiLH|Op!9?vMlM+8@O}MfE2@B;Y;><;m1V8i6C^ml85D}~
z5f<neYGtpkn&K0+{b!X%QFATRN!LQh{k}KSIiTdq>Na*=M|+wgRsqlPtBR{;#?sX(
zR)%nUn@4g<H7lrUrjR%9#xO~PL$F2Kpdai(3{r^sCrYm4Pf}d_EyG!ivif6=e0}Qj
z@-%jKevcwx&DAeP%1VqV@|&8JB_u#-O<eH#v$RFK9^Ow2XOYsOHFl|Nizq>^PgCcr
zP-L$+u)k~g{P(R7Khh-=UJ5g9IPHsd>wM^o?UwgR+bf4W06X9X;SGauSn0h4^Oa27
zM%q{mUnX1%yC29*@HK3`c<dU$c&_X{Fa9R~-y8C`oWJ*X+w~mc=D*^I>;Qe2n9}e%
zo4wVy3K7L&QdeHnq{8a~$|Ls2G_1<uc|)D=a6O;lUbeV}J8@c_rS#tS;YK>2Cw*cf
z2~n96<F@G7-mEWeI7bG_?Oq=NbrY(bzpuXnpy#S7m2*m(VS{W0)a3&}$?gKE=k#j6
z4?oP?H?`2)P0xaH6DW}?2-+hEA<~GTOwHppe5W#(3fn#bZnGvJ9bCHntR?-DH(Vu-
zXYkDhP>pyF5@u9soA8Ne?%WThW`N^)jBf-sZKY@c83A5{fOq9m;_kvlWou8SoK#J!
za#gRFD$j)Y_UgLk|9re9o_(7MLql`<4l@bYs=l^%2pcFll*Z50Y~@x#KqFL36f_3p
z@BG>a@MmaaQq+Y;x97cBMpB<)su9O&U8#WzGh-m7XqF0h4*(h6GHj{1(2C8RgA31M
z%GCf<Gcnw3SlQyHa$X*^M?TFgH%F?w2Sv4B@m~nIH9p-#m(&}+RK0!tt7<C7VxamY
zlUMR#I@PVCx?{#j45x=Lpp=MCb4r<H07Aje^p`x)^Eh7K%&c@S(q=&_<llg747a8_
zeL91JVTnb`;prZa!Fk<PX#KP<cPGVuYV<qF6T)Ct2l9CLpBMswxuh2hf`d~ofZoV;
z#AR>P_jJ@kh(vGbHe$EvB#X$;<+M}A(w44d5I%^-zeJy-QXk3u2shfb+p5MDP7W0}
zH9eZN5Xt2!E{L@kg8gy%EoG4i41(UXXRoK<{l=`U=)>W$)h|TT!E_J88wNdR=QOs0
z++5>W4knV@-Dy%Lu^cId8IP8jFS0&GmX2j5+*be*P7R<D4h?=dty6%|rB?wm1VEZK
z9u;*zfWO0=YT?7AQ6ak{psNT<B{KiW?riTC)ZT`h(UCy-{`F|i0jrpBY=ti$-%w-r
zP3nZC<3zO?R(N^n;CHxTbAcur9U|+Ig>6X`aD5;n{~na>Iu7^dgWU#bg*<xp;~dc_
zyRy9e1qP8)g;)+U)Q3B*JJS>z8a^WOq}Nhw*gm7l0}N@+_gXFk62}Pe5vPsZ+(J0i
zuiGQSlJ)9dJTtFnx>&^n=@0@D`GxASXHT$%QDS6dSHc;nL3@#yYpHOb(?d#M(Mq~0
zpB=5eD_D*BZqW|z{LVGNi#Yp|H;#X5Ge)bklm|Fac<OEx$65S*k7h949Gn*5#2kRo
zZ`fR?$tVm+UBQi`6*K+^-iNw6#_0uAArAAE(Fm90dpO)=m$sd<Z}ZUDz(C&0SW@M)
zR#V6E;rwvMJ-d_RfSByf&F5-qlCs*lgP7$nc}s~7>V2P|LA6O^(l1^(z1yEfW6+(U
zJb)_I%+I?s`7G1n6If?Ih0JE2z40Fml@nWPN}YSdaE;X7<cWE}8<~<{AKKuK3_^IZ
z2Bq?|<K8$Pd@yvJK%@apjM>je$Cj7DEQ_)k7h_YnxyR!Bf@O~Z0H<H4m|m<QN6CCD
z-EpQRlMVV{QQu_%0{!m<EilBt;{{~(jop(u)aY_EAFdVFI-4aSOVL|0PhHc%CVVaY
z@sA%D5+At6=c+Sh#HuIe-z|LrBoy@Hd1!^zQ^;=d-eY!gWa`<Dhd%@j9zFmfj<>hB
zu3n-<^QOb;Cd6W^u5iYRdHq$ct$3zjbYRVE*VQM#4>T^A>MHp1?9|&tzX>>NVdA?B
z#a7swV0G^jD6)!d?<oRR%m-&cISqNGhh$~hm(rcl0mm*osj{kFvBtJ2F?BTQEdZKZ
zxDj9GK=3eG>~6@lz3h8E?><C61K)Z@ZCC3709H#|CJjqcr5s?x?1sd}@#We|S<Cz3
z9AMD=Wy*uEtn8Ic%K>@=DCLvBc}ifXBnBJPcK0aS+ruOP>FlKAtdYjW^%%MxCdMQL
z&+e9VeAgCPqIvt8fJq^LpRJC#yP(}n8{DwQDRRQkFLHNHDjyK3M@LD1Ckj2jZyh%1
z1^C3ZuKPGcD=HsPKKGtGx9PxAn6Xgb`O9=p)euzWOKxYB13h#luomp?7vCo31HAA0
zIX}QI@{aiN-~wSR`u@mP^1K019e_Z(lVwAkGTJ<4+Uc67<)jFdYP^u<*<*D6%Rh{S
zzFAXnc%$9^T%*|@9dNj3%4CY#n7=8sOaQ1kd3@>mpZO*b(6G9pIh%X>J9~;=QW6^S
z4686wj<(g2c3cEOfw1G_l20eApm`?P+uwpY1|}B~K)Y)2R0U}S;2{Ia@2pXA#LmQl
zL<r$~2gb^^uQH%WPc4y8wY{r&pq(eaWJ%jz*I36Ep<|KRmtXB9kuK!mj>YZmVZfjK
zteGdnFyPH4@>^ujcQfVn`0k!3V^kPsPcnEE=*!MPxt++ucnkX0czb+{5r%94B02bx
zsV^-01z4z5&k3a7_(G!6p1+o=SvPM&60#K)W)1>Vhv&LI=;}Ef;YgX5dJ{DAi{YB;
z4}{#gH>O(_7In;GszPFO^SrVl9W+&~T$RozGXLK#HXt}T#4mzL@d)D~<ghb}Hr(<J
zKspT<HBI>9!GYZ_vEK<ohH=Rrl?tR~f+o3|;o**kU#x48rH;KmYeM-21tx%VjNkth
zSxoZWdQviY;Y+Gy^q>w)CtIdEkO+7F#_M#09V9t?=dKM<1-Q|duk-Y&IU=kfddVpm
zU*t*(amoG$y$2;>BG0{?i9%Sm`>SU0>)O8<^OdIJAioa))y`4*K3`t6jiFbH;sXI(
z3>opoJ5Lumi4!zDr7k)FSK&N>_@uecDvw;A7F$?k;!$4T51*_~#-c%>u|1FRF7dX>
z6LuQOYdX&72rKDJ&Qid(?0?ygG<$Hjto|+_LfEf>*}stT==G0-18Ze1N5>%R9_A7X
zxNR|zKa&HS3}flFk(SZMK4vym_pY@%Cu~ETzbby~0^yqG6&C4VoQ{{{n0#MQ;OfE+
z){NS@;<%wqD!SpOKHe9Y?=v->_c#7Cc%{$zY3~}sQk=*80y_~^=6TBNV>Lo{f6mK>
zjeKQzvdu_bS*mPlQn4_CsxMLT_<FU#YNZ#nZ{ZN1-!rZOwWf8?Ctn9J=-mhEz#W7D
zLN*C_Z)zc37{*|b6WmyGn$Nrjk!G+w$qNQ!0Lea2pa5pGQx5ycj{EF!Zh*Jjj(X$1
zdgH`ot-eGfjzNN}cxEAN=uIS3(Ne5pembjPb8a(;EsFHl`o-6l`^P}lGpOqa@OA(4
zNEWP%KTF8(7z(`4L1;q9%l~wjIbizoc-yyupLJlu%O-BVi{1he7T7n<;k9d?h8uMR
zj5)f?e28$e;4}%)LPq-FK@dU7UPH?pC+zY!rMz@Y0oXqMxhRurXQ}j=NEX0(`~Hjq
z2bMnJ>)pf9Kq7Sa))xwbw(;j=mknD3fD*$bf05i;JL4~Q9|j|#chZ!SQ#1-}U*EFE
z`*hJYf*QG@l=}lfhSp!Oqf~<o51%VtCIntN>!iG)cohbn;_U`&oPamWpwaL`CcTWA
z`LH4R1?C*a=Iv*o$GCG|k%W)o&hFTb_u)#4VZA%3TJQm#j!MC72*WR5hf+}kJfizc
zj(LOR>cJ)YtLAb%Pd9$jq<H@Xjl0<Hf!Z9I-NzimaZ7yZX<NkLmic~MzCzAn2^s`;
zuo%@a^>RwOf~*InqCkce=m-x2@YcIZi=5!+eMYUIfRLFUZ2g4(kXvt7hb`I`Dg3-O
zXaR!dpZs67UTM=MEEeU1-CLYP)nI;mV21kovH&-V$)oE*3Vc)tzK^(HQR-mHg-@)^
z{ao>$312a+ua*JzaSTF*k3k}FV1I!n$M0{*{%OA~jwr#Fw;j~Z#p4;+GO6FE>H+V+
zBRCD~Z(qH6KI*X#C;}^uP&XUl0y#ATzjo%l`?r-SuM|XSJo|15@C!|*6uK?uXL6PS
z2?Gikaj93JbPPOz&Pk0w_=)(S>t8XxG?yG%wTV3dEK!rA8Pv`%hQN-kOG&b{n2-fM
zP>zKTy`d7!ZutJxF&CiD_8>uISogAi!rLK_oOxMGO|33M%C|xCpl<}R(dGvFGdDBc
zKF7)MQT7I4d&?o-1aIszy$DfcjRl~Vj$WckGseLIt7XNW;-k&2ltP9}UJz0Tc}yi<
zpQn8c=Bn97&ojR%merlV{d&BAl12Bn#zcLG{4QUHka_%zVVBQ0<jbl8S-z<J=fv&C
zeZ9klqKc8=@sPfwHCJ^fRjSHtA>7&7#XF%<93wkPYWVxLyAnFS#-O*2cTCprUR~-M
z{(o$J1z1#F+cgHFbazN2-6^0nA_CGPptPhgbP7n9fJh4rN_R?24h<vS(mjAQL;QPu
z-sk_m_xk^HUEn1QGw1BH_kFK>t#$9Cf83CA+}msS>Yz(lNU){=bn3DW(3GlqJ4f4}
zH^j2DbuZw(1dk+8D{ZdV275^vdY#B=>F5-hf~86HA}O=5R0>SGyD9-WxwUFBk_RQe
z#|>jIb+y?0(r>PV*SR!+4N-AcWkPSKdB)wgpQ}g-L-8(n#640FG!<;}6ONCLf=!v7
zPz{KHDj2JIKSgj_@s5*4DN6<H*Mm}nHmb-QM3P)i%H;w>!tOHNGAjix?1V1|jvbj;
zL(M)<ayuuRT8ltSK3*w4lOgp0sO;o`FO$yEfp<HOCSvZi0LHPBq((zcby8#9pI3%z
zk^8nd4<?IVdzcZuqPQr-2un0wj-5n`pyQ=F>d8+pBi&HjIe&P(M5^$O2&CKYkG%z>
z7%QI0i(>=`$j1Y_p1Z}nfEXM5!6ziX`!Vd|LU-L}G_>GzMlzSD7xEa<&~Wsp&!Ea_
zHEY5G&_C&(TTF9KeIArz{C>u%wq?2H+R}z6DLTdT`7y@Mk+hek9D+-;4a+>(yx>7t
z;`I#mQRfdH{t6?QGU?<naGuVO2L_F@oE%)4$iPpw80`<Ea9p|2ek;AW^`s^139_-(
z^|^B@FkL;AwgrIr-G~AZL!{1duBX<SXGk1*=ZH5utiFP$5;<7$#k%xFG8-r|Y(wNh
zgB0LVz@yK|msme2u`1l{p<q?}rBZ5#vfYdQgE>&+5UC`O(E&=3V($i{q0-53ZsQ0Y
zjko?5Lj@z7tg64p5;OAtR4fr|rKC^KG#pRc%v70lk~W<h1!7{!rbv2K4T_o;lr$i;
z5)#+<Y~odo{2&cqq>c)p8k-kG=|u+D2d_~bN}0Mwa|K{809z2HtE-&z>Qnv!JrUy$
zlc4(tbc#K}54v}=O@Y>(H1Z<lo57x^jIQsN`#*Q=?`u&fTNS}lR{~ls3m0aJ*L7`w
z6}Y)Ri+hnKVMI2V@x9c?!}nQ0>{LN^wqj{xh4zqStr3-oZ~+vm#rjqBX`+$1qR4``
zkx`5AR1Ros1l!qJU!5Gd3AzpH%{lf36=Z9&py7e;J4$iqP}J-N!sgrdic)*<!Dt7l
z0xW_j#SVCPJ_K4-w0ygTb_Z~3$6&{=y?wTV8l2y5o-*CR#1Ef*OB^<^`o;NBUfo|^
zhUAvKyvALvyBa_LVBQa9Pzo9D2o7R+sOqV@(Zo#uM5Zmrp+aJTZh>mvyi&5k%hh#n
z!NsvISpc%8@TMYJa_Dhy|6@2`XlOUCUWbz0zlUpLzTjRUi*nq1#4p1g31=L|7xOYt
zv+hN0X+MDp3-MaWNw|A?OpE0ozAO|H_24IHa5Gkrks<W<ZUhfc6vC$XMJQzR=h3Ot
zXXkbLFC|ium1HmR4`moTu6W6trHr7a1hMfdssjpB72oAyWxeeob)lheVucC75zA5U
zDMTV<y-!O*5L>BXu|}`A$RmD_AXc7T8(ZOJudG)1eNvjB&`{e@`N)6IS8fIWy9#o1
z&Ue+5{e-qY_zukeAx|lqi%o)Ji166KpATR5Pa%5-Nn||ponIw&-){`#5R(?bt2T+;
zPo}2bPv>$MSG&;Do!t2839!D<e8?yzQ^2+lieZ&v6(=O<=`LTc9d6V&hw~N1#l{AT
zyYz-dKSh1^x5QW3{)w!6wR#*pwP@GZ2p^u9&~A#k=g$>ayYW%u%K0l_mTPCqkK_(g
zkm#S&cEbt%_vog7EGdbG=C)^PvfkWxcG~S?_PAeuz<P0GxL*8T;}PLA^fSyCk93TT
z=uh@q!nq6v>BY|Jq0ruJ*^m@+@hTEB|GE!z$WoJo-oQNVCQhl;S(??h)hXqu&<=6O
zC1KBFYfkZCZGL_yjhyF?Q0D`VquxP{ry42g1x57Azp}mj<m6Uf6Yf3kAR_4t1(#(O
zE6i1}lpf=2O29}E8?jhG#_;b^!BPDx@K6_FvOTXd>2fLFCi84@>ZE$V^V>Q>(eJi0
z<Y{G@-HgZ1yblFs)V<y5v7bL2hcZn%-@xJB_XH^)_}NNE{Gf};R_$ZgJ99C<OR@3n
znVeZP7TF%uwYUOms>jU8NY>hVIj@Eq+!gD%I69~a^L!rzgOfrn;Rrm>2>tJv68_!`
zl&QXl9%Oyy?iCg-D<>!1#-Q-;Su#}AjbcolSuU7gR^DLpSN<U&{vD{GL2!1~UINV)
z3lgwIyxAUyh<f}H?)`$(1{sondwtn_|NcG!O_Z&ic4k+w@r$L}0n6bgh+&bD;Qedg
zMrO4aGI4UOnS{euOzs{Y;n8msFz}r43EN)$GX+c5{(Se!Gb~KoAP18IR{YKR@j~5K
z)PG2Ahzv<EV&>(*Jd{_YXJDXO41e%{&y<}nN}(-ZKzXwHlyGT?h4I^Sw6Au?RK}{C
zx8y%bgZ7%3$Vh59Ur@dK0k`k<Iq_gxUEn<&pkGgTy6-hv{$5<97pI(3cdfzfo1ks|
zdZi0*(Iv9g6DOXZ|HCQFK=viO^%H&J{sC-GT_uO+YIdyJCO^+e5@<n%B%}q4%k8-q
zM5skqm!gu0$kNDu1~tVeh^2Kym_udi9{wHc@#AFiGvCfzq<n+~b@-_7;Gp;o<9@^)
zWf%>n(=%>KMzWiomPo@Jqo-Sewt{wg4-7NH+B!rs#to9zH#dEQUf0@7{v48qEqBLK
zg@&`o%r~XJ`Spz(Y8p%PO|rWSN`m3Ic1hDnJwxaaZQFNS+l$TmA=|`FwFl+Tg$E@;
z{zge+hs@sMc38cMSZyC43^DKyt2wjtw}-{o!izSEz{D9C(JZ-fpL_k{-A`$<eXWQW
z3|_a4nxTyNbvV+-tUp?e*=~WYUx*s7IQW!rGm)J)iTb1Y`AR)4S^xFjD>UpKyLj-(
z{$avYyMf@R2_Yk{TSg^Uhs-Uy8}!N_sAe6iVHr*J>UVf}#I6|KoSYgg2z&I*I{AO3
zC((n@L@@P<XttUebyuBU#Iv|OT_4ndnv#FlvEj9xw{Mg<dFNhth9Ok5vbq{pVz~V`
zb}*?-*yk+9v<xkF_ZYCzY(xywSesrT=kQ;$JaHDxbv(6a@x2nFMV=bVc80ftGYoK>
z_XtO~<K7xHWNy~4!gJd*Um8oCdGqVX3s;GW=sm@Uo6W!M5BpjVM#8%LIG)Uqj>##O
z_fC^24wpGH3)-^RNXUP$z?73?+rJ99o@}|H3~r(hxpkH5*qV<`E$K?-&@}bb8GCAS
zYL$p-{V_g`?8&^L7j>z$CRQ~gF*Lh7B{77xUjC1`$_iWjyeDb8#3-o~qD=<J_lAp>
zV$&m(hB)fO%Rf9aKb#L}?OAh{r!2QaqZz!6jA%D5svv$RD<uJUuH+RzRgaF^ehfkn
zk6sjHiSi&#pNTk^GRwEo)pT6hSH&iueC<qJnKwqb=3Pg$r|PNWdTPLtAaY|_P@*=j
zFl%|0Ij)rB=1R1{jU+QQdIugfY3SkMnYkVR=ZEW$I2ylZ|8Ej_stC8E4G?vGC?q|F
zpJ-`$U@$=%WkX8tpuMX7vVP@eP^d+(=Y03}aHbJ@M~1S(@;#D&*5(@!^1u;$D>l{~
zpF&^389Vz6w?wELOe!cTi3OUC4}OOw;kL=`yWmR7`hpeenZVn)|JtWf2%0WG_xW@0
zV+j^wwd~k3$hv%yu^;u*r`H=}g?tK8o^fg-u5VFselS2%NoA;2B3mNUSL@^4&{W0K
zZ*xP7JJIQlK_aFznbSmB&}_Zc^BNakvom&V#2E2dVNgW$9W<+%8u3@v1>xp>xF)|d
zNs=x#bVmy<Z(4@T(!YJf&TY|s8~JK?vNN%`%|`6VyJU-TZ)8KgnRZ%>)Zl}voLN{m
zW@{*M*>6E9`UfKxww*TF(@SEkeo9bg+%I+hrc$-Tg*JEK8lm0F%7j?ORq_gV8Tn;s
zgYfR$EB)DaeuYo?@)@`>%*M*HWih2HWD{Oq9!o*dF7mMV?0)tV5#a8~e8{+@!(UXw
zOYpd#0B><1c%`7rC+@rZiap1-o`MTn_~vx5c5#`p(!PO|O)LKvT9c<RVcN$HKTqie
zd`GI7%Fx)*Zuv6s9UMwIPKTIf9)0?@v%E6S#Hgjk7ss?XnrwF2yvsRg+#De;)VJ8l
zeSC18l&f;&y#4cuF;$K;ZhpSLUeg5|E?u+#i}bBG^Nr-6xp!H`NvGgfRh<0>KgfC>
zJ!=%GXQUh}eJCDhP!|iH9&=j(ZU6YV?Xr%~-KRe$)PRrp)~&(vjoz6VqSEGR(k3sF
zuA@x@4fbI&y2b^H*4CYh?dO<SLi;CQ92^^;eRtiIHv-veUW;AGVsPI7^XKQB29JkV
z=M~Y>&$BY0aDfORmVb0a{V^nwlqRrfADLk}+-!%VPr`fqXW83gUW<N(L~fIBOIzcd
zArZQJ*~*fn<$6m?V_tb0LLgG>_YQFUoG`u#Os)NOkilatC-1t-NC>s4e*d~D7Cb&4
zgrEBn<YA~mGqXNex*|V#Min9c@Nbxg!j(jwFIjwVkenrR&t)rvV>gg8reMeLd5iV;
z-%CDX;2FURv=x7EZu-;9zFL}d%OIr*+u_`ODvSy-AmttmZquB1=-vW1<M$rxO^i@)
z0!|wSk@(`Sqx513`kiN5)b=)ui{JSijIg6=o5EtV$Dw{VYoVJXa?YF=r5xaLT#KDR
zfaa2v!~oI=D!&j+r4_mwkFG5)-V)YlWRM-qXo<*Uo0*ekg0Zown|5xs>(zQDZLpDI
z;o?347KqnBeztfazP;VOpH}x7<asQ^hUDNB?RI(Cr*tlZp|=Ndcie5BD|!p&f7uX~
zvoBQ+3>Wnff1paGLx=)g&y=n+PX5VqS^fQwFB@(s=Y6*yfvFB=Sr_IQB?{mAUHXu^
zAuOQgBdq&dzsK{8g49;W6u-YTZ4X|aY&_>gExgT<jCIYmxhEjoE^wcdSq?3<N|d_E
zRd&Tf8S9FdE#vX$ehOXR)P|M>9FifHX3)J3##3qJVUKd;BiQv?>_wYzeCdolm~jOx
zj^sMSy?_0%%2i{{ZjNkd$;n-RD5zyLCkf6e((xD(G2PfC8JnEU`giU?*7q{)o9@H;
zx@G!wX}dCS!9l88C;SD^o>@$FIC+DZm4aq}3LGt^@jvG{jfkd~NG$!%P@}5}=QCSg
z8^Aa-o3;?NQYYA+zzr!aP25nDyPJ7>7**yx@b+(3NAtM8`|K~`T5C2a!*ghcgG2yU
zTwGRwjF2m$DN?#7L*7$?Tf8RU|J2A2Gl5~pAPw5zA1JfvFaeoVc@d4-mq^z(-=sTS
zYAn#vi37<m0o%M3Jc%N)iFvdBwa?v0&Y)5HgaRHrJD(LV0^d}g@Yp&YZsp>$Z{wM)
zy<wlOEv6TL!DnRjm0Tc)(SBB`y(6pzJhRQ_Z3l;4S^?x+gP0Es1rMGbvv}~>OU+7v
zyij=02?sIkqhavokujVgv^&gD)Q^m(X;R4<yW)w31+D8Pgn(+ikyAW;tUwnp<YjUM
z2Hx3EYBvH3f=G$e&rs9u!GUkiTE*0;<li^M(=qGdy1dlsm2~|MPfp<r0ZmwFl~y5P
zcxu=to0iS*fg!7~P_rmqM^v6?NcPx&i1FZo^2TIV&ITJ8JSHN_sE>XzuVFv(Q+aoa
zU6dLR@iQX#0;(7Ax@=@;CY!*6v6+-*-efkCO0KPvEH&(%m~?~+<!R<p3){M*`&<aV
zy_Fpi&-6grE*$n#qfkS*QE;4xCLlMh>}NksdUI01J(t&omF<=zUM7Q$hTYxWBs86w
z1={Upp2zBE$n!TKC;V_)ZQf9_-v;+Q@0E7*T-?YAq^|5U2n=f9UoKbj)V%Ha6{uI^
zo@qeLOR7PVC$IRBfz{>4m$a>2B_jGMsb19z+C2H3(Fq=VcvMtZR}`xp>><WW8zwk`
zS?-hX7OgQ4BwUT;b}~t<rkM!)zF?c(VvLRVtN|6yEJPnQXV~eR1^xn|xMVTNP3sT0
zDfD14r=LeiCr0)d+qZsz7dk$cB3L%s4n+-2_tRo^;r;`xh?SR@xo{=Dx<9<Z*!p3V
zLT%;tbMKwER-~{r=cbwiCx+e5p0QQ_Df8`7Kk{tO+989~VMZwgyju2Do5a~aZLP{5
zTE0?Fl~d&FZEwF5h*A4<R*dg#NLPZ_=Hvx2skI!;Ng^nS(%rN7GzDxK8VFnmf2*M)
z(u_|ZCtEp&8R{|Dh9aK6fB#`a33r+9cVOe}ZSab2<%99CMl<u(<;epB_g-|`BxJup
zbvb068LUQscKN%E$#dibEXstXa0Mn7i#IEU+wYGixr)N5)^zaL=;N}bBq<kjrI+Mk
z4;i3@e@JOQfYAsI?N5w@%9)tlgJyF?M9YBL^MajE?2e7EnE&#FFe|Ov+xK9Cidq98
za6aXVH%XKYv41mOl#W7yI8;WlF6H-=_okx+y~W&Et+lXVy?gh1OKkEaMBP@ow<g$m
z045U5GromGrPa}u@dE1bTodjX$!;ulKf*7xGsEv|>xaqJB>p-MAn!7Xe=+#sCylk*
zhaMKK!LYe0W;L7{fGS+%NHz0Elf=9*UcTfnw>@}L%WlNEw7twMej8*nuTy>kqc4W!
zt1BVjG4{7YSwR*5fQLs-PCfxv2YHmI%Om4V?eyVZb?<V2C$Sc1E<TMsY23@tc_`e4
zotynK|6n(uNz_ODfo86=>{!8DC@3{40-hmTCnm7+@hS*tdqY+U2zp5VO>Ac4JL%-o
z*ZO~NT6d4xdfq;=rgF0J@Nt{$9fFy{NAq;cuhUa2AzJ&VZu2v-@7_%%i68TP{P?-8
zHzAOKd;`?+Vn1cgX)Syju=MrMlZ5lB7|cF#_0aw61u%NJ(u@1GK4@IEAT;`|NNLMB
zZn><^@8n#YKB%T)3@y%Zvk%Vm<Ug$JI_!Z5dy-fV4ij5(o3?{#$_jx1Kf>5zM@Koq
z2NKc*0y>4^;DK_IuqlTT)!6v1L?t+3In-ivzHT!dE$&<5tLq-rS?q?Vl8c<YgKOBb
z2-k>>7l{Q^2zZ7@%is=Yy54oAYYtzZo*)GySMpj7MG8PoMHA+{xR+DUy?CAEs3N^!
zE+s*72<SqDYMG<vV<S2QC7#(s1}8=EpqRhYER+^<xOT_PvQWK+wt*C6UV?|pgt*iV
z{w^(PayqV3U-z`|r2Drb(ERA&aO^+FE`u|%sUjJj73LwlrV4m+@^u!uBA#g=kau$6
zE$x@5y6+X|!hbY3Vg=5&!avTCPiBX0kh?B}x<)O>8TMK2x-H=RN)E=S^8P(q^LY->
z_2nV<Jscx{o)&k4v4VsA)f1<Sewr$KLv80sLS?m~r&esJJFG-I>2u(S86*u*6+j5F
zMD^~A+?2vAJ|uN|jXP)xxDJfs!K!1$RQ?>gi0m@;b_~us|N83QMPxMwKmk!I6NqeI
z8sD{BXl^e*CtdVdX!$bSwOI-lJGOi$XQqc7A3M1EbBFxOiOSvGJru<k=)51)2LFIV
zt6x{Z?aigvP8*=VRuG8!p^kzm*!z_guE!LHBy>$P4@i0+$-(#^NvNzk)3L0A&>e^;
zob|fymtHNx{Ors<ELsk?%<D$myTP3<7{|(AM6rg5CZzv!e4z{~G4bsb7|q?61CwS~
zf;$t!dhUF_3D3R-R{rwUsYsS)t~fdWx9=ND+?zXf669hs^H{0^0*7<WXdgpESN!M5
zj^hR6Htx%<d>l+ydD`MT03x!$${NY<pRL>O>&3aC#;ddZnjbaSz>^gpiOBura{JQz
zQ@p`L@nGAurcVLaJU<YDi~SmUd97{oH%r5dRA<iCZligvgP-M`)&TBfHPGp7mYslS
zsk*=&!NkSnG+{y|xHx|-GDO?Z5E71~EuVZ46U8B5LGf6}&3N}pbwE?F#G#=a0=R%!
zJLR~KJ|U&114FP|XgsG5{tp};+npSQr^JWbX&Rl+7Wq`43J9see;{VT&v@<MORy1N
zTUgfAuB?QROPsJq(jbYas|(+rfcrm)Wc|K*Du>y5W`ayk$+ddD;0hU3?qr_x2;CI8
zQAl8wDf3)>DD_TXfl!kcYI6Q29{DKcIlRHp!@7P7Nw!-kkt3l9=I3tkpk=h<o>bti
zz%SXd$dvuV_#s760s_n;JwEb?MCza28a98Sw4Pq(h8{PwNG;m;Na8>2GAxfzs`-6#
z^pTqg2kWm;N1qv-^!Qno;T5qMpLDTh!zSd$jQ!x_`kCYOTr0XcND{=z?M;u5{M>TY
zsgUcChF97tiSmo0&E~xOW9RedKle{%O_3@8T#4y=)%Qm4ZOnVbi$qz^uX?wxNEV6c
zs3y`2QP-(5sB#xA$l8^<T1!CzxA!yO-dpDIH|eMJcv0TX@63!f4~e6;XY6;<O6=Ra
zh{)f_x8_rqEK7O`cNFPM=yhzc+`jbrRLcG_qtp(O{)m#|M{d%aOWF)5{IdyiW6&J+
z5t{3jU9#rf0qGkM3PrGECuQ^3N-WuXwNGYKWsec22uUGLWc`e!5TpcNKjHWLru6ut
zhAe86w(s=p+t8<GxVztU25NG|Jv#Tk{Q|XiR=O;Fnus!<@8UkWk)hL!@H>i1PJyLO
zfM1yz17f-8YW1$`PD7+HT$^_}(4LJ-XS%))o0!X5b2RN+Et-Z`YWWfj%I8xmopKqX
zUAMb9oJEx+2EkYxh<IvdMo}3fpcQFVl&4;+2T$|p_fTEaB*`m()8h+j_O{OthO#`z
zc;T_#V6*=@nQfK?RfMJL)2wDkAJ{twf%WR@%d1AdKMBHmRiIOWcBEVmB9;;of?-56
zMoKe1(XlZxVR~e<yT4QE0>A+UC1ZNb5tl1}6<Y74Z_XMY`1=+NC!CA$yDqg9>@tFG
zw2-w4ZuimC>2!UFak&+p4>k=98P23Q?rc1&`@||QZ+No#@82=ry{k7*F*khM9CA8Q
ztEBIhDpnfC85?i#L49Osn4T*x+2Qb*1fP<fU9hG!A6(XM$@R21?zRqI<pz1(YZ!-?
z`tOrnY^AunczAdb{PCBg`9`GcrL(f}o+Nhs8A9km7npQ7BtoQi;3B#5#{j6QUvCNd
z-0<vqMmY(n#mcQa-`u@-u{k#s=Vje>Qhh2ZWNF%Sde3LVNi!(SJ4P+%<L3t-S~5i9
zG(YE&XW`R?0GfK`kvJNvWF(+)`?F&A8HXpT``H>#nFt0MHu#}f=^3PlT;g0LGX0XO
zK=(m=j5KzqS9V54{RcS3${O*{1>;MBu`k?`q1uJGjNJA~^5~J{yjsrPGIFpf$Zz(0
zQQ@+?Ddy#u4SJ-!y`!iaAm<$koR2z3@${ak>m?~-zK@uulU+k&wVVZEzBA)SvgcR!
zpssG*Whd*Vr@tSfBx35tlj1ZH1VMD9A;Q;)2`eT)g;Fd3H?EyRkE~hgmg$I7&&TAN
z&WMN%du{CWM^-D(3K_KA6^=94gb#m(JTaC>x{fXG+Fd(ocp1WWkDIa_m!ByqDb@7N
zuDqrk<&LRL+{2V;X$r@++wG0g8Z9E_77vysA+;`h4{srtUKDA(8rMX{(LnS_Gn!@?
ztK~uO&o6q-C!r|hWQP79mQ<{+?$FhAwqZ!mrKmW=elYhtC_|@Wm;l|oPI#}W{9cQ_
zRMe@0TgM-dJNvVmF3+kqjE&vo6$i4tB1=mr8M@w$)I8+ipu-|PQhf3uW^Tx`&qUt!
zZPoMXK-<XVGl3JDAHmvK7*MbEdMKmD1EvK{sLa&Eh-khs5;!U7k`r54Q8wgVKC}}~
z9fEuNH0}4W&cQ1c?_g8ZV<z$}kkKfQmn^t{upYBD{%9AG+ho9xk^1&iaRku-SGXBj
zS6q3GSGL$8e%SvHBU?b6f#$sbr@}TY_IpICUG>8htimwr^`*`RP|`GRkh7FyF_w9E
zzQv}*w}bOJHAK6C8E#PfmE+*N=Uk}B@K!EQ&ZN0L1e4fK|EJYZK=;VH=5U!kdPDzi
zBraW@|8;pEfl-a%k`9i1`t+)tBLA}zL-K(psZ=kn+GF1psT9GYkCkMapHg8VY(S!k
zI#bN}Tja++MdH1d9Y`_Ps3|%&Oe8k%l0K=fiwOEmQAtbFhpqr((@D0D&HnZmfyuH>
zCh@8ge|Z5@_319PVC~VgqsfVJQX$GzMUT}(#pR2&q5fX7aew7FChsG7MxJ2<wUKXK
z!YAwtHsTwvj2y$vJgq@b!LBy>zT%rzCSg0N!2CV8r&?U=MtM(i9##Iqr#8#Lbq;6I
zq?JzeXOQzjlGs(6FG6dkt9$9$y75?F%qvvps7<a?M-P`6;*1vR-r8$CB)aGjY>nU%
zB&1RPQevzoTV0TaE0Muq)|Ndn9g+WeQ-Cf?zrLGYLLx)0nKh(4?SMOgWys?wWd}AX
zsW`98WSRRipAT|^`|X>V$<&g+OgI@y7SZ#)Bja8S0lHnD3Y+Zj@{!S*&#y4U_rqe0
zh+<6*>r%q&H3qdi^1MZ{!hautAHLu9q$I}l14J!mpSpALJzB7L`5*E5s&`BlL-YDj
zF(q0Cj=PL}%(BjrCZ8XSWLXJ*pA`04j^0>tzW`J|;mj|@Isw>(mn!4MLcp)@S7lD;
zZ$5L|Wgyk2Pdlq>H?tk2ZT9kel25AXcyGjqPS4Cru6cx7gBM;buHNF3Ln$R#|DgiA
z!+Z`0>^ZOBz6o37JyqVksIl=YmK>Bv$(78BiN>Kq(sZ!3^z{Ro#0$O3H@x0HjXO@<
zb5I$Z27#0mMP&7fo`&P{(ywyTjLL6J%0NJ9p%<^`zlUvw*gvGo1~+l$9ekKPf(oa>
zar>6kwKtY{Rk6R2G&ZS@ph}I4AUy#WrM^ywrM<4)oKJZ42=`0Q=^?$=?2~g_{aMks
zvz6omu8iYFlsZdwa+o+=K_nc(zx#M@y2?#!d5@P7`zNl===*~^7srBCHU@J!5K6D<
zh7;GhE9|J`SD^_hDN&z3y<{F#{bN#y8+x(ECtQ2tx_hNJYb9nnN2EFjS@Dr~()pii
zf^^6w+G*0G8jIlAr&!fEQGU0y8b+f(o0OjJP+O<+OJ5!-y6f>{Kbf-=dH+j;(<(su
zMhl2_zHw!Zg`|^->1D*L*&oj5Pa}P+iw%d~?ueI2<RGhyOO|PAY42lU$yr+iI-uC^
z32#pzhOOTK_d8uVAK142h;Ol^Ma)u{LD**A>-@-pHHa`EJXSgI-Xc#TKsAZAHBsp>
zq3m<|E4*ftR5XR%y=vuaO4_DTi>i+_uQTVuay-3c!>D3QY$0!zvEV`<5kb$tyk*+x
z$u8M&fi`Fp8h4}NbL0C|j;;(c*NP|rq8EP2`saGoZudi8%y#^oA1HG?;BD|NGqIbH
zHyF^=>KAq1U@wedEk?;L_Om=2ljWqIr}jH#htm=Ee2iEWH^y(X?k#YglRa2R{Fcr*
zkqi2R2~a~Y?$^dJDMPAhZzE0l;BjL5EmDCmRiF5nz7eO06h^kx8o%GT?d7$9boBF^
zvLQ;=1Ywg9vfh#Def|($Zno@eP0GNKb~>HYu>WiUS_lZ<EJNw;gB|^!dcQnug>oe-
zPkbNlal|PN4*S5<WMqBNBiD9pdK|~&G<D7Af(Bo&JYQoo?A3L?J5}e$Lqx)HZ|0c#
z3n_1kKnydi#}KfLVagPt1&k%8IYJX}Y)Y4RXC^uT$7Z->#7m*uZ2Jxs?@h$kn~Y7k
z=S&m~Ncf+jAj1UbmKaceo6m+^j}T+z+vC`f@P%9<`Ovjl&3F#4#+x-S?_a9`_}dRD
zyzLu2bZ>@8{ssQey+^rF03enqj_JVy&jnd&jJ?AtB)RfUXhb+DC!cY1NYEL3R}y8j
zUVqHN;aG&x1uuOs!Fm0s=hH<viM)5{<ux*OIA8N~5m|AW9{dMZ;@;cgLdQG}E^3vQ
z&7s>0WX=Z{KBM_M<2zS&8jr0WcxCJz!*|Q9dVH+}<K_kzl?>}gI}?o?L-`!8LhoRd
zL_{-E;nA%@pHs|`yqYx8`1~F64MmiGPA8uWYQiEPNYCgDXVx6$)6lTEG%YPo4gu)9
z>g*#^2d<GnDZre5Mv<RxD?pMoLpMTA<YmD=IEHInTRG7C8E2C=HfxJA77VbLg}cZ~
zYh^6*xqLnNrytddaGsoe!=c6J69=xl)^BdE3z<^_SF$wHF-6_ZO9s{|%?~mK(s)*l
zSbFQ<DE<O6FfXFXxa=B6r1wXb(*#4%E&R5E%8ys&(CYrCwL?j%Wd1TWfuia6fXZiJ
zs6hJ<qmee8v!Ir}4RImB|E&r2c+SPSgsQq2kbQvdZ|p?!ZZ$<&O%za$bCQ3|of&tY
zJSP!i73+LFFBRQHB4#<rEolGx0f7JSH#`Qi)b*OrQfUE!c4h&WLWvw$EzwV7xV_s7
zIM~^=+WSV@xjW}U7V4*kIKTZ?1IqozBN@h`nfI@|&v&z)C8!q}31L%-eEnIwfbeIk
zQ}EA`G&f((c7BI+lY05_dD+Zte*V;b9CKC$x8Jrj<UO9fk@_)L?9=!3bo-T<0-k;E
zvNX1BkNb{+B8sx+ib1{!_bE1vWUCN`zeY#5Zs;$3ezjF@EI$+4U6-$AeRkn7W9Mt&
z^2XWCZ?7@b-nH3b4U9J?39*v02Bw&Zm`>m{fzprnihwI}0hM@_^((+Groye5ie9^r
zm$ua1Y7ee%(=~41(86PZH|2K8$Zv;Fg%uG1Uw}mvqvQT04vOCIetyyr{{&<SQ15FL
z3hC8t@d_7t$?yH(H`OT*l9>()oem1?IuSa$>oNybn3GZ571IZOA#!F(DC(Lj+64JE
zf?TXjs4Kd{FT~vEv#u16&WF4?W{n0LXt|H-K(>R_-15<`1D^D?`)xE{GbNSO!9uM;
z_P;NJ&z6LNdO$Ga#1S!@esD1$=q+d}aM3(^*P(@FZGl8gp)E+lidehV;_w|ABfFX^
zk4}-5RloYJY<tJ-6UQ1(PioOjv5PKl*_Nc7{ey#wsYZr#q?hSnnp9|nM7Tz2N&Bpr
z5B1A$>jeN3L~woiWyEHVXnUl2NS>mG6qQ|9RvnOuXNhGI_|%B5`t@+qFG6oxsGR9=
zBeis65_&#cC;BT68P1#x8}@E2Rf;ACMCdz#nx$$DyIq~eJa67gJx6F(8%TLBrz6*;
z%|6cSBk3aq=%0LjnY}ik!Vrl9Hq93H8njmnj`fG{=wJa#49Fj@TqI)!!6{8Ge-=5}
z0$^k_I&uxX<yO)@NGht49D|KKpP~lhC$v&dM8yU=<wNaRX=mcJv__PtdzM+Y`V-qS
ziZ`02Iv(B)7awE?&Fv@T%-fvVC{-WT42*hD!=?%(ma~>c4!ZVhgp*ZJE8Y9#T=>Yn
z`PO);&s0u28CPAdg{|=%pX@2Ds4ka<b$Y@HQhKvCm@B~w@=p!C{cA@Op6}DtjRKUG
z8%yz+Nowf}iYn{QFVgoSj=PIZJNj2`bh^W+P}KVCd!QWb{i7gj9N$@IOzE415A;6S
z2PTOZ!dL3rB?^(R1HY^6+_>3Il&DPBA3wf6%plwK<#ys!jw=&H@ZwU}`SawSJgIxn
zE$8I2P%<C0hQsi;?$P)-b2g&9vQofntHc4=KW?DO3II*ED7i`fd-yrlo4KC8(vG*C
z6|GRy&)t?8cCvu@Q7_cdhii0W9$Rp={%W2Z&UwZR*HDTf$R2;QX>$EsQA-ZURckvm
zO3FPQk?)2iv_nYis03|E#*2W!aWDC8hmB3SGaS&~X6y0j61){|SaJ$?Bcd6w0OKdG
zqa$^3Y{MdsNx|znJCr2aOvJA3T-q`Mg2Km`7&0Tz{MZdPGfUa7V%SzGMricn=isJl
zT#j{EIAD!Ij9#kbxel&Z5A30Hd8(xJ2naoGT^VY((JoHjv5P*4HP0EEkLFgJc-m)C
zG7|I!$h=Vp#OeQV;nzTBTTV1y=F9Yh{1xT8Wq{C|IFJj!8Pne1-~ZXw*}ngB;vVOl
zOCIg!X~eoHWDQrRR4QOddhgvSB-Zr%Y+py&!~|691J9QMx}UcdL>!lF2~);RTd~oO
zHs|j8UAo*uM?Y!#BK~SwAz^>_()a9lyQ--Be*K218LQhKI{_&v8%js5`|)470~?Fn
zu76@es6K!w*6ww)H(j+&A`wj>c6W~ky(A-S7nA%}rrpfe+37+d)b!IGwt&k|S^Xq5
z?VBrWqz@ndbfu}HQH^6NGVr5jG&TfIi<Gw~MMj)&m>A-_BCSI95+!nEc?bv+u>Z{n
z-Qgr5yjE|p+`SHq#X%lUqn31`x-vG1syebQG7!C6-jvcd65k25!Nwirjck5@d(}Gw
zUN?K}#>O+F-UQn@k6U{$E^q``++aV+rREmWS60c|7KRK!5Jd^R*L(wI7IS=XjU6aJ
zFr3E1cO7k_P0}N-X;s=tnoA!6)gEUxKmg<@yo6^_L(P-H%qn=O0>Zrn@)_`xJtLae
zd&;5RuH43TAwZ!4lExk3D@RJ6BU?7{V0?gI7{$)BHpo}dqPBH9@(<m>(h*k#)Qs~o
zkdexIryy?l5?0JkPTG@Y_M$05@#}kmq0~IU@>KAcARs<B{x9e!au4~d|92~cQT)9}
zLpHqqUEv?&MKWQ$0I%ng+GN!+HtEn-h(_S6_KA@62S*1L%d(UJ*q<G=m~4&OtFvA1
zy3#roHD1bii|+DJOL$NflHtmr40*BL{w4FzWCz$^W9JvE?XjFe4k=LTkYYKOpPz%b
zL<<jLJU_2#myS{#lQ`iN{*7o@Xt&X%58Sb$^6;-(7MI_zsE)taE>_r5lO`X7z>$OD
z=R8kFGqYF&z8=@{DkFKOG&NE%3#cEv64^luftU~rWasB8ml&j1WpoPzdl3ZfGy6}o
z<jl(X7-!xh+M52Ft{(h{cXcAfBD;#vVEp<q1jC^VFsxz?JJcjOeoZu*mUivHRMi!U
zS5KeR2~k*G$=eY=4M0ckk7`z{xA>wrqz6)OFC}=9|Cy$IeDhlJIqgDndhgtD>tDLX
z9L|>(o|}ttabz73C7l827W>DKAM?KTW*yDfq;-h7dcdCW%9*KxASzfJxZ2DNcA7Wb
z{r!D`i3&tY`&sV~q4&`NrzWpRkfR*0lqMPr7R{9Y-%Opv03_79_vhSO<0$!QO8DBD
zuwAhTRmFCQKuqyb3k($LTJBa4t#$BVt)?P>Z#LuXDXaEh*ux6dS_ACgw)<&%uAO)(
zwBMagz+!XmdSh06xvL8V=-G4y#<v4QtYz<JC?aXbXm<@<NNFCRW#)-J=;g>Do5@l2
znuVL9?N7w^#hmbc(RS<q3{<n<)74u2U*~3^%h(!hU9$OU+P0~}yN-%6o6!dREMy$x
zw4E&>rElSB&G&I0F^l6qa1y;Hm7+nuF5d-kDf6*V)1<K7^l~)q2u-b7KeZ21u=7J}
zA77@iK%y_&i-l%Y4Jn5EjEW_#0q9p6^@3#mWEvlzyMt|XFP>L+Rh`0X=h7T~OsCfc
zg~ySd3ipPT{}2dz44N8S4!Tbi@a;Mp47@{}JHx7LQz_%Id`|CF@15QX-aFr<wb>E1
zfjPrG9O8-y{#Rl)YRtQzj<y<@+zB4vOC#c3gm9dOr3mCUbJoKs`>fe=nSp{5L(89i
zKjXgnmTpW2kN1+P@piP$Uan-0SK3MWT7N!I1fsmFg0fdx?!w$+?J2?QOMiP%^Q%k!
z9h^BwSs10n;56Tyqe|Bbll`s+c65}msC|#n#AH(W_K!N#Y2+jz0xHZ&b|xJOXe7Ws
z;jDGh08#=`VuMCgFy*#++mXpk6&PVinq-$VjEh3EPzc2FPx55#!0Bmn5m~%3+{`jw
zN@IVDLGj8<ZD1N{mlG{;`Zc8->3(7sW8<sbth?_cnQXIDxO=emBg%>h=taN+#4q=E
zt}rZGc-Lr8pYD;Q4pI<bekBH9^Si;#!oq;uDcMZWU6ND$6cq@wSMpIP`lNH^{v4Q;
zq05g6wU%Wc<#mO0)@;tGb?Cvjp9boXQwt=_eF7%SM=Ta$pHmIqobYvlr|+?%qc`c=
zrZ!*6MQ&1wxIM>pa?<*h6eg{LmAFer6O{Jzr`rVS4C$zQ1@Wl6Q@P#62@zk8!|W`d
z3a8!=-Rb(>G;LV#K(av3%jXNsztSb}z@phoh_zu-j{BC$zZ?-oVkaP+b5-4Z)lV@Y
zVzFbhJ7Ha|fcdg}+lx@L1kvC5ax<oxyQax1wVY3OIVZXjc77B^Au%}lcyJ{l_6C{!
zV&Uou1cA3DF+S-y9=%Dm-lSY1=j)p#xO`arE2&oG83l!ytF*CtxBDYDGjG%hR-WiV
z)<;D$vcN}Hc2POput|C+A#Wf-s-FVdSRPBY3{G^_BtweoAX}+J!@g^gbpfsII^od|
zRWw^>xaXSV>BWON(?lIrz~*KXrZWM=dn8^9rF-jWvNKh+RHzx_v%D7F6ZWb&*5n?i
zKz&TP%~zobQyW-SOU<!MBk)1tP}LMnrmc7yW&DZw*5B`CYoOlV^Adc48}h3b6uncX
z{p#G1E-*;I!_Dr~u(M!tC=p*&^mubw?K*DWdt33*YRND9^{SJvDb=Sl&uJ`yW+4li
z8i|okFY6O(VOrprJ@=8+w?sgjevPM-0jZ3E;cC8WFPj5}@j|=50fX}U#Wq90!?asK
zD7Sv1D5NhcDnnf}bXVchwHfWb4kmox93Z(K;l<6kkvWr2H&8yv+7W=?8;xs8{Hto-
zmyRN5NUub9ZXX(Q)$-MAc~hs|uX-;h9CF@nY}@etForY=Un;{LmC8nsY(FM=G-Boc
z-*>X9XPuq~wwH2t1YnABH9*YnPaeT=h(0HnD9sIvW{iAQ%vTqapIec-_0viXkJjuC
z_pI1xI*AMWXB(J|uIV<?zp++nkOkny@<828d1sRT46?xAztI}L4yjMb5~MLlWbEDC
z?AYZQe7QgPxidL$42Xv-OC_(B<pCv1=TlsI$5gqy4hw4Kbz<16Nn^X<Gi)^R3b5c!
zO_CaVRu`7<;#w437~XGr|H&>rc6linlC{j4-Zu%Zb9_Z$V%(2A6Ito9E9|FyRrBbU
ztZ{TZBt3h7SHwr7`Sqs_C5632eXkbPQAtrnUe|$|)#J3igM20<nrX_2W!$IPi$n5q
za)bXG_X7sfYq6H+eWn2?W?*KvOAbI!11R!1js5OA`0isFQBB_yklG0T`LY>mD%tfb
zKu!bHU?Cy?ZE7}tcz#zdq_MH|V23>uW#|=8$n$WFfkz)dr*cUQn*OmgD0|~dS7mJ^
z4}1u>{|ZDo33M}S*qwoEyt()l-)`TzQZKc?8%^8rF8(~t(Cj<$e)Fe)y#V}YZ#6hs
zns2BEGt>xZ6z?01-XwhMhNqzGPn+V=uAu!6AaElQ^oW*?pjJ&En&uN@>+z9Pl){fX
zW$Agzo<N!5Q;wtZg|?%j^UlHRb+(YSS|<6xi*Q_(m!Vduz+RLPU&sy*F!AYRXMXgi
z+?AlZkS83MZIw|xz&0Oq49eKuw%g$hJV+i#F3LcJFhqM7S$_EA+2TrR3v;GhY1chi
zlp#c(IC$nz+^Eip&3?}FjW%~&OxH0x!(v;yqOpO&L#v@S8I@$s`|rBPsNUu2h>ecN
zKHJ$E)54~$#|#UjKw+?HDSbm{rqr?;y>h0Yctm&l!bCifk9~$KRU~cCc0Z$hP2UuI
z=rsO{eR4V~&4>6vV7Hn+dO*J}Qu8EijvBzD^v(>`uE@F>c%gwTfT`rP+>??@8jxSv
z6ZJtK$D=9Y6Lt4D++|_OGy4314=&WDd-{5ow{plq4d}dzr7l<xifIH+8-t@Ob1J`O
z13k-|&yrOOJxH(a&BMl~^M1(-KXCurLX${^Q`O*Rz5jXNWG^FGnEr_V%b9KhHIqN1
z(r|`pNld@?w%g^-Jr5&&eI)0pPO(!&N^LJ5k}*)^-DrM%{@xa!F_Pq|LTy@DX|s1v
zYgo6@U+Vl-?Z(h>5};kn`ziJ)sVlV=Od*sU?#|8!-z6UjSUlCR03q}wWhCzKV4f+N
z@P86AjZULg_@CD2Y%;9GGZwgzn31`m*Ik&*cJP66=XcV?q~r+e@Ba|(oi)krv&+t>
z0*RF*yPpnw2YB#lo|4893ea+x2+EzmCnauOj<Dl+U<!HVBxTweAI(`*#SDNr#^zKW
zeim<iM!8Li(1fGu#7&&H!?4AGOQXjj>-(KaJ1y6?0Pc!(78eea%^1a9Us`#_V&q40
z)Y$(Wqs?f;dQUoy>Rx?sTrZTDbZ6@3_xP@J|K%2Q`~<6_<EW(2?xEhrKCh-}wArrL
zeq0(X<rLv<tTqi?NU#sOy30W&$LR?APB}S5^nZG8ZV#l@-64Xx5jxp(6N0SFj>zK2
z%kZnbvn7Lr!sh&~x1fwuQLg2gt_PX+^jQEl9NFRB-!E6b#fav8wzzk8G=g}cd6Z+w
znP>Po&p^ovktD1FU=W0q0uOR9j%>+XP*EMOv;ok&yXSR7La?>kq`iOg|9(TxIeY8=
z*TA{dIy6D`$Son1ZI3#_Z$~w2ANGqmaQ|X^o6l(_-fE&G7+AWPl?ngSB)<Gr8@+Mz
zFPIHE&9}~eXv=23EYFVO80Oj;xtbnMYBqsEZ!5@}GQS;6E7AFxl$;y_`iGlLFA#@7
zR6do;%r_0MNfys2w_A&h^-}*YhtypO_|RHTJtrjxsi1S3{o8NNGRihi$pRJ+)YO*o
z-1*1M;ge7kS=c6N%LYd<UndQj`1(3Yc=Qu)Zm=$ZIhN&gL>D`+X<*jmsV0orPQXRV
zbf%vI;@WWXx=oYDCV6&fvU+;fzAmR^PkzQ0?mscT?H)mzQ2u_=_XuJ4Lx8!*_(Kcc
zA8PdvCI3CFRFp^vQta_U{#W!C4&;T+p+2X+E57N%meqK5&sSR)wSiwynO&b_n(ZR=
zNENcqlq=d<oxN(8)9NE+NMUm+>$Zo7$I`CGF5fy*GU?LD5=9s*Vg09Yy<6uiiF1A)
z1UftR_92j1;4{*2l(rWSit_7PZm<0+U#SoaUA}Kx^l3PaLDr`;w5|?)@&~d=6_XtF
zg@k}^s_Yjuu$GXD&*d^QkZ^3n>JJB7$6C*mE-+C2OfEJOHyMm#I`+P|Ky0FR;x-NX
zxJFD7&i;mz-^87YQ{NLmp4Fwi$J+@X|92prFL@}uv@}E^ZaB+F6&_2?@a_2{z#20M
zR(;k7){naGp0rLK4jpQR1oj>8Ma-f{I}m5SOtE!H^=*Zp?_oLy<;Pbt^QlaxY2`>L
zR}wn|r*do-BdGO%0y{XcwwE2#5NSq4sZ@|p8Ip;soLqN3u^)={>$El0+9*JeL@V2j
z8A%d8_Q*z(Hz4#4tW4CH>!Ni_sKaM!M|Me~(v+;;Kl+wq$@sX#*|EBqV!OoZ#k#x!
z$_rk8HsiiNhRZVa&H<o-x6_eaR-<Kv!bLQ=#>PDGSTu6P$Gm}9`Jlm9KlM7&wi~$?
zY*MEu3>PLed#W4^X*fiv+lxD#wW6^JP>TL_#DA7*fVU6?V?Ki|2Mg8PaHVGAbWiHS
z1naA<1_>1@j?k3;2W()o&{Kbtics<J2-0gjLmMxqvIki)nL3=HxExrUIA7P$MXaC5
z>g6qyC44%R@MU=b$4P7XH2bA9ble(PL5;nSMYPzfM>y{}-32GhdFhL$(9%pBch`C6
z_eD@-R@V1Vz;ro0{F3Fg+BsGeuDM>FA!RHWQqHF`+mINRqnduRAQb!h{QT8TYzwsi
z40dgB^r|8BlYGz$+u*DZ{I&cXQFQ~`bVaCo)ywbR#ZonSkO)@{GH&4-x*IguWAfnH
z#1I_&4E6w+^vMErVp{&A6A!!dH$VY^!klq75;vKdzSgET1a?E_>NUB<!zEU{5gaS(
zA^aeH2KYfb8M-h@xLl;Uu*}<^VO@E1h?Js1)_1!=yVSpK;4ht&gGO2#wt8AhPJHIC
zE&I<rF?`SJOHoPk$oMPt4$59fP?rr^*Tg5^hycdik7)~&ZH(N{KzMY^0^B@30-wdF
znPOyNFMJ}n#xdfyg8YE8YwCo$h&*Vki{+7{dOSYM9SK>x4CFHv7ga5fmf@Q}dZ9CD
zV@IZF$?g4`(v7_3I`#vQ{L4SYVv9TfVR<D|Y#U!kteP`vM(cC<YNiuD9u#xuLI^h0
z^0i_!%}HIW`-k<|+np&dfP)%1bh+=JA}pnJp5G@nequflz;1rg5Ay}Jh)|ACV|m@J
z->reRpE=0PG`QmuGkYLKl$98eLCc~MD0KtxMPg=PIlt++X-jwwNxAMV#y!=zlK<k%
zA~~_h{crYi@~#T4sP^68W^>Q+sbJAX?b>YL?hOc#DU8<4@jad_h1&gG4vMOGhS^TR
zI}^xs3W4d5u{$o2H4&c72<#62->;rMj`_1#ggP}2lhWHD8~4_|aY9C8ZCu*Y#3S{c
z2F64X8#b28rOOE%AxpsSToWnxB2Pc?nP|!<tHe5zs2yiNxZJJm@1`yGVu7^j+fz)b
zLf7-Yw*v2#%JpsZ>NT>BZ(@?GIH?V!AnoecM__4Q*3d|IyE#xT8{Nng^VV-8J=yEn
z)jnpv40=N?>M4sVKreV)|1rlA0y{2E5?^+1*&&s|hmPDrB7#_nAKqLfn%9-+JkI$s
z+6%bEG_bY5l0lK47MoQ}IdnI;tFlsC?+=pC`^v?k$s>y732B`pBMw;Xi|u$B0`(ci
zj}j`wNjOMJFsDt6tQxWopnRbFYjCnvqj>yxHbtsNR^#o%<{dy(h}C_JaN8f;Ke5;=
z1uTVLxrs(rres%m4HYF1rGQqE)i!RlWWC7G{aDA)-Gx~TNN-SSDOs~IFPcMR-7Q+$
zCm|;#GqL5?W9qX%4t|#-LeavxYJQ<;{+-q|d82pl)?8wl)=y6Jd^<7kMqpm^TQ+h;
zlrubyUnl3(5fo<8MJYfouQ;bI!kf9H<YAPlBWWmbL=tOyDv#nP!f^*45evGeA(Fla
zg>;3}+D$#+|G9usR~H;Xo{(=$!tsI6@@aYbvNMd+FmtDb#$<Mp-tYupFTg$<!Sv`+
zJJ{iIwf+D72nvqq&yaQ4!p-BrWaCCFCux<Ex@pr3@h#FQ1BqO*XPz_;zrGPJEysV9
z)JvkywjXdxI&Y`VMzRs*kZ~vp=3+t1my2jPrtLXn${7@WOmBcYO$h5=^5xa!E8xeL
zx;7Ko8hsSvVq+AXkpbaWuKlOfbRNpxBez6c{&3bPYCZkk)l4^e=oQoeGUE*S&6*~;
zum#O4k<zw|gwW8m4<Vp{-M~kwPI8Eq$#R3qBd^;zYTNYUm>@tXMCt+2faaz(hYiRI
zYu9CDi6!$eK<Q<@c7F$Ga~W_JUpU1+s7Y<wA5*u7z}{XQ(Y`pnYs}Bhsu%=c7G@C6
zp{RE$-~e+#3^b3Hg;AAxj-$af%vP7xZe(n4tVW{%1s9GF%8+b@;!Xnx7dhuDyLxx=
z)QCjHVxsX2FxRLJx*a%VgNxd>#$@GTnS^;FHV?j>>;?;Kvxh~?ct(2dk$Ll1O91}|
zAmlm!7v4oxGXRibt9+r8yQ(J{&T-KOlElZXc3so4KlG@MiiyH&`NSGPM+SRc+nSe1
zdX@g}O+cc0lHeK}Er3RGU*3(<EAQ|@9HwrA-pjKC7*W#Wx<Zt?5IAobA_Os!hv6^n
zbQ0TMGSY$uils70ftGdujXfT4T6eM1xhW>F13!$&)WrW580?C#&hKJkj**YI1fe1_
z!ag#0<L*EAzyi@|=x(_)^0)V>F8!>sXG6rA1Zw@I9k24D;se|taJwqbmnDXY>b3TF
zvB=HWo_gXM`9f&Aq7gt%;P0#BaMP$&5Ch7I<;L$XdL(Xg&e(5(pQ`NrB3l2oC+pzX
zCPwjSL#<-Ma4HcxK==yr@JP+2fE<jHHvXsW;vsl%7FI=+h5o_G@2A3T?RNl)&Sh{T
z6=QGczNeZ2SarwqKR%$f;Fh%(ZhN)CpC-4LgoVPi?ZeG*T!{s6io<@tokk0({8v>l
zDnG=An$g#|X<nY6ikVp?><HKZATIW=`D}RJM;FBke+)WkmjpRT@sXCz{&^z}%1Y6<
zcBB|Hcr2&*w=04zpm-abQJJtAX-_xrS(qKA87n#WqW5QaIo1C8=XH2v4-s_v({pNZ
z7c9FJ9ReCzSL<=Mh>i|tATWeSGdzFt0gsd`vU5~Tcp31ma7Ww0p&_bs{_DdrE6_Ot
zco*dkRwjDaeatG*8g+hXf=^BTP@GWzq26MQO!X^gZ2rJnk;K5*tJ#Lsuzg-B>cM2&
zDOcLL`u(r9QlKSB9k6#mUlFuXe*ha|0)3<J-)&C)$Vds=(r(-FE%~+*;_h<fN&VRQ
zj?Hp#mVvI3Td0y0irT)8$~{;WkwCR}I(aqP0O|o)R-Y{R){>dd?>s~)KCv@D-mlV{
zD3&V3-vi1JS(8RE7E=%#XRAzXhOc-KVs4xM;ZIm_Sohb#G_}?ly326%N)z=;&mSA2
zOpJ<z_Sxo)q)o4ugJ^LMV05`);ywe#N829Kw5?;|{d)9EXX?~=Cequ4v2R}|sSZZZ
zkr`spy?BUs31RT^1pPzieHEc_{X8w}l~s}_S!IY@PKbvLGX9{u0?Z4E2z&Cd?A*E1
zP{++_MsnJjUnT3P{<wLO2ENVgg@e|P7fDBpko)`V>q2r&(#0vd3NK#V0$t>&j*^w}
z|7_>5^3b5>tLzMGAtPHT9RmnJQ>hA!i>b^=UL<l(?@SxJUfMv{nW^?md~rZa#wwk4
zp_VnOb5%B^rb3pzBE%2R5N26fYuf2n9?C|>B#ztj+%+20|GPKv-GBcoNwrkUWeKjE
z`*EY7#lTKb`QGKnS<pG-Xj|azf&LQFTPiAma#x@2rF0`IDz$-_K+%DSC~2RWLA7Ck
z`$}>9w)dy>0cnnk7{Jc`RSNE1O|&3Op>y$Lpu5x>he}6IMka29+{`kTpjD|EsqTy&
z^3q~$(f!h{%E7$F=4Z2CDb#PrNvn`FIH4~jQ=IOVk{rK?OB*Cfc-uh=KQdJ5;lGRG
z15goqe%*0D9;^8)D%CZD?k@7nHOkLCR3AGlk@TD&BdpW>OEVHXVVnl8_`qinP%H9(
z==$rhsKPF49L7Kqk?xcd5NQx;fuWHWl$1t6I)_rayHkdik`fq7Kq;w_uA#fT;dhTd
z&+~rodtKl83ufljea_kUUTd$tj*W45%gl}L&;4qdZ${$Je9jJCDpdaHF@pXd&~2x4
z?S;g^-0!#=dWKN-E7D}cB4BcCO|`MME%e8Dl?tH~)%OZz2d!8td03&ZK`8^To&%nt
zmOExA!wzVus0AaOqsJ@J{}N=F@qqVL_0qG99ZdsJxYGm?3G_#@3f>a{rWE}42U9B-
zGgCCj^XXbbW2W0c^xMF-EOU9#&-k;1JcI=Lyy~}GP!MH_qAl9JU%VYYruR{W7JD7t
ztH0e2i)hW)#30yg(EiAz*+;2SLmA}WG+kqeUiWMEoG+pudY1>U${rewkDmd`{@ZF2
zxR{$0PAH|xH}$6#xxJJ93;8n(<*OS_y9Y<aRDmX|vt6kc(>WEZq!l9<xzeXcHLjr0
zB;n|2`tv96uL~M0e5zk&DZIfyS;&aF@^Ve-8T=lm1#bpVD|L|pgtgJ#uN4~c(hSsJ
z{DFiDggz;`7?V9u(Fz>7n5ei*T+oRPk+J&#l)-k_9wDgmBH|If9WSjaxC?3>l!Ga1
zXuiC1e4W~-16mwT9-bIp`pxY2jpYOBo%LmMY>=+f&I-jmxL2m+6#;c0)X7%<ufw>r
z57bKDP`TV~3;6!GQMA)^TKRYDZ=13}Z8pPS{C8B!8zdYV{=hU9RPMeVNwyjO+V<CS
zL#pe?j!xfv|3~w^t4&hpUWOtnBRu0^Ckq1t_Y*x(0DkYdqfY}4n9Bxf4XXPnZ;M*T
zHDCuptf1U)h({ltzIR0;K;UfP`0>`Qrq16kncLF##Q6B1!oqa_4Z!MM4Td>KZgT#w
z44|;4&U^`aL4gU1z{}LU*S0UN699R<H(XQCY1hN^JpEucYh#tBo^q+11-Iq{^M}!=
z=7VR!L1|rKk?@7={u-32$6~^1Fo<^`;-#19xnKc^5EvPm__uM9{e1^g!S(7Y6NPHR
zD1XBE%{5fsz0JP|$fvDI4w(B1)L9<#eSgCszufags^>=8#?@`lndj|J-<6`qvyR(`
zF}wTw5TMteYU<6uPeLXzFUK(B76jG}icm8G0i5|+oWV*qIJv)V|G+o}`v(XC{T->9
zcAZkm+__OH35*~bkB?`j_QTxykz$Nb|9nxp+o$VzRhrr{Zv%n_fhylebrV<6s@UGp
zi0A!LH1sv=y=>*3_UFloL7mA`ni$gcn!}(AssVLQ)*U*IXn$)(S_zp3K{L-8-z@}a
z{Vh4#3!HtGP)xnzZ)gxMKfY+$UAl88P1D-?*5#FF57K*U!kCovi@-y*^eN@k`SP7v
zzMcyhiLl6-xzvcd*%B=?FrL6l9H>!Nx4JwdY;QcMT4h!;Za<_Z6|^Gy`uZVCcnmsz
zqnR==#6c!UM-MDjjJ|{V?|+)VzeF?KRZhNG-B=;M!9Y88*AS~JY_;Zq9EyQ_jmLcF
zrM&!;1UBl<c`1_Rxm%!f3)Sx9=YOvvD0)-ch*dg2+E$Q^#&Z`KjZ~lv3Y^81W0x8l
zg;fhiUS>z@9(y^7XOSE9-Q54Zg3Y|A3ly4+z%BsjQ%+sw`9WrA<Ld{3>~q=Mvi@u$
z4>T7VlCS`34Z!A1-J=PAg_<Bu?&tS282<X&_6EL*rcXT*qW2!m;A>M&=@EMM?Ai89
zoFE=_%`3UV^ctWz<=G1Zg_0i?Q^(@b!<4KhzaPl<cZ#>S>FU<nj;=N}-*}OCb>W~U
zM?|Xfh0_OAb8AaBKj%qkqOP+zhCqAL`({JLxuk_kV5o^zmRlv0?d4B4RHYiIPL{m~
zNeE_U?&fkUJEq~kpDDd}eC7Vy5i1lWuwd>4@v*`uKk)u~!b8^Yjb^SvpLijQ#h_U4
z`7=|gwVa^F?pgxV>pDLDX_}s_EZUzz2S`U$e5KY7(3ecfE6EsjOCs#jQfm0c4hTP<
zAb;0-FcKZD@9T%u0fU`|R`k)G0hyQ6+DqT;4&L`@H^?{=raslML_<3u-f3ekXT#Hg
zo8b5fId2l5cd*NRYo!6%2f*cMXp=6wKf2WAUbsDdQ15I2Vr1twxY_ph{8o1NyuaT@
zvz~%J2F*y(?(djD4>MSVfS@aYh!rOrG?gVCz2-n&kD!ob(7y;2mG6Pyj1jUy?}fcd
zgSrb-2xz2jz7`FX+i`6DQyo}-)9LgqW17T}_A@Ly`hjFXsUO3wj0|evXVAW-Gx%s*
z$gC$4SldV)tsA0rGr%Wr^+%3LX^9ZWY^G=8-gJ-XW`Z2!cheJe;ht_8*>7SaH)N6C
zqd*}YvpF0d@&l+gRGNY9j%u2;tLuA@^Y<<dSI5%N3`F02A1(c^tl4ovV=b}yX&IKC
z#Kyxz<K^Ws=BFF}eiDn|ddfe|N5a(=t%OxeV*I6Od|GF^=k?MIsbCHxa1k&%k>clZ
zbfqkvk-dX<d1)!Ezd0V|uc-742ylU45vr{ZSp0mv=NTC_izZ9{Kp&Y=+hht`eWRq1
zZO9~zILFcb4207dns*-?<hHL2g1*VcL)3*^MWn6{u>iA*ifl8H6*`VGTpS(;pt20z
z%N7iYFhR9x4+zF`ebeG0{J=|kbFNNI<;^4&JP@U}dvGAFt^Hi|!h^!&s-b)_@J&->
zeg_r>USRQ!v%W#yIcJPD>9ufV=WE`ekRP!(9mw=RE!CNeJKmXTo4+5>enxws^YZOo
zbUYGWi|OiLMMih0&_}yJZk0gAFIgrYivLVNs#%uhXuCYp(D^uBQu~F7Wfn6;oYN5R
zwn<Es$k~<n{S`&C<({78<eeUYoza8ExgL+2egT+-J#vM|4kJ(h3Paz0Lt*oL-rB@8
zFPJ?vh&gLdC<OJ`LfFS@?MPBmC%-vu=*KA+K_n%=)r;Wbsm>?!?^qqK$A<&YVk`>H
z#SJuLb90i?W+!xNk4?{>+G{RHmpk#z8SQAsFBOxyiAzeTRxNf~Kh~sMzu?F3YK@>e
zI^At6IX&ywf@;vdEkAFw+1+&5*qe0cz_P*!y38$jeE;J|Dhr#P*7VBo8w&AdU0x^3
zubQO<dI39OR6J<rnIhy0-UkV*YF58{dtVMV&&U!Ig1vMuri$LS>|UL-xN@lpEFRL(
z6_~?lA&Slz8No&{s^Fi_X6o!-h&6;Nl(`b}u)8Nslf?G48eEeK2&|!fB4B!C`U$ZD
zT{1W35aLQnAXjQ3W5ViaIyd9xt67M!R3_4kvEk#Zrn{KAVS8)`Op|^bQyq;}lwh;<
zZoz&(@Ken`H(Y4fgZ+M-*!xV3_<|w@Vf*FLFDW<JZ@ZqrjqkK#91mG<uDL{~YYB#R
zHWbTB%52)B7oP5hPG+<bD0}&(URPpj={X4#vk6CfN90qNHXlR$)Fd!+{cNZCVj+o=
zi@`Nwr{o9MD?6@NTV+wP=@BPl=hBWqVEQ0(=JnquOZygNV>lZ2HSYUfF&im;{k&O}
z(i#R*UO!}GB_5_fr)f7SVu=)f(3GeO1a}u3se5aAdbOtw*`yhmQAK5f)MwF(gd{6-
z-K-IV>7!Fq5q*71Ik~yBwF~zaaudhGdu>Fot?ql(T<TqJHx*(8o|Tx|OG`^XMSC|N
zeaCKDF7RRL6Rt2y)v#BoO_DDB^~MFj1pAiG*OOUaoF+WIkdKo0PTKirlDsQZEZEq#
zf*_|N(O;f+cK=+g_>A`HxQ{)}<)@(!E1d{iiN}Fpo#jl^o!aAod{u*)u(Idgfw9Wu
z5j_3xn6gdmN64}V@|j8AzFkXl8h!x#okfa?S@F%qCU%wk_7c-zq>R3j;5qT~ER5&!
zs!=UEC1oNi{TFVwg?*IA(442;4D1G1_Z26EF1es=B@mklp2{wED=_g09nHi%7qhfo
z07vYAb{$;BiHTq;p^d$*h^xF2Cuirm)_wV^YNy#@Eq*#NF#=@~JH`k~p&v^jECpuz
zZo(m<`zpF|fyr9b9B@iHWh~}CnM~0-S%rt$YcDA@FPDrFjCgpA!cBvq9T&`l=+%>q
zaq&kj3f>nFq{Enr^{_!8&pYTB!%t2wOcEGuwh_Hp45e~it~;`L|6XPWrn_ll(H_um
zDU~QiteBz^5Z1#>DGDny49Y4keE__NU+j0{7wfvQ{TXbd)|4yP@Kz6W-*!iDZoZ*2
zF)hy~7Rdjmg&p$HVK2}?pBWzKXWzr+`|a3ZCWO5$al7%vW2$D+X>*#Qr;j&3Qxv}p
zyjQ`IEMd2e$!9CX+r>cG>Ga*A>F%QqNLN99Jp~WD=UtteElDVp)UA%pb@v8Iq(|)b
zjE@gJHiAPEs!eL1)`wO!<KM<IYo7Avz&F@5Xwk&zogK&Gfv=oXb+r>6Kfk0SnH&eD
zl6coAeb>uq)>Cm~2xgWF2F{F51oG_d>I}buqd>&j%EZUcNR#=Y*Z{*Tikf%(du@s(
z^>a-9@7e;$LA()ikv}cd$yhkC=p6X*8GUtHh@#Qm+<5lKZNw6;o6+e2U9s0%e(hrG
z9`m!#_LQT`I!u7o@mCh4QC9(f3N%Y437v4PZZ0ZQU6mFUQMe!T8qNE))GkDjNF^>P
z4CX8U5LgK#)&stQrS&9@KI?4mki<DSh=IKPHO5Gen<sEWz5d2MGW&`@Tt>2Z_l`JT
zT009S-0a<XcC&!{4FmXQ|9eNk{e+VgF9hPnN|<Wi%8chsQ2~-XO-aUU#PQ1`w$=9d
z%FI9MmCf5|z;GRLvnw%WyMc*Q^f18og<pt}m*2doTSlf{eKxgN<_U?$^$ss2W;5Kw
zMeOk2SIgrNcKR&Oy<V5q*Ky&QH{H!Q9Q(c%e~`5s6N8HVnfuvX1={7<9g3ujMz34q
z;^PDSALh-jh#3USP}e=PwLuEbozk8zw9(AMEuRFl|4JmEaGA52w3Z?fluC@@ocN=T
zMj764S+ln|`Wp6Ij(OoBM@xaeScrS3@ckQ)<3FsK3v1>#OJiPfq~AYIhgRR56W_VF
zn4ObDa(>(e>|UOhrXAIq^ZB*06r5(VFmGFK??~3KlXIP1Ck~8{FWH-RNqw-9R?xX$
z+U$_Ks)n!jBF!hnAkBBa6}*MaVLh_$V8)wf_~@w5YT4mY7B+9ZpY5;T9HH#L2u#n;
zlDvJIMW?Jso1}a6uE_=KPY-PAX}l|_WHR{(U4+kY5V^G<&T%^C(~Q$M?uos7Df;2V
zaduTzqOtpvl*H$+7YZYrarLC9>;o5#UiD(@suEr9@IT+SmOdI0r1ab~3<}!`&1^i*
zD|AY|{!V0YY5H*g+?2jq>t2Y=Q9CR%ZOy*A#pwj5rE>LZ{zi8!?0X-!qth)d<gVYU
znn#wEEZ%mCL&7R|O!p<zjKoo&Cz3|@F6Hz0XriZ+X1dTFOuxZX!+Isw4XsaSiI*=O
z$smh&u>LyZq5qt;v1tz>+K@^VCvG_WV-8c;Eg2dj3?L2e9NoV8XmqnHCa?cA!+nnc
z@tX9*2kVx+Mz*oTUoLiAu_?sg35^<VPHcWTQL~t!74ci4KmVDe6&FEba4{7d<FlGJ
zD4liLkS#1ySyx9@X>-9t{f3)J%3mNOW9$BjSRXb|hQ){0ymYM4b|c20uBV2cdrMk-
zSKd6);iRfzG#Str)Lx5sdKxASY$n1P!6U4sB*;+s>sy;$#kuzR{pXvWnvP@-%$LVG
zXoa%zGIzy>BQOL1P(I)iO#Y?6H+4_=WHd5;G74Yjh2K^^gVhY<1J=2;O6e?*byszV
z8GZF|qB5Y2qWb)rvfZKVz?{ZfU?mQZS?od<VG619-qJ=ex~?2P^Pv3D+L6j1TKbd6
z>mgUu)t+XtYw8R|*n6Y9H!;Wa20KrVX$I8WSRw*QWy043U!^*8{j_-ZE8k$guD=Oi
zPx><8*6O_v_;YoRcWP@fEC)Brk9i)_JRK-|SZjxtbBN1;Hj{-e#4|DVm3w#FAORvq
z^1KlKy!?j77+o?93BRd3`9*B2NPT^-di(OGEuRz=bkJn+^!_zJqYyIQnKDR_tl>_K
z%U7do%xjsbiJ_vvpxI+{jD_7|)<sL-?itc!LBVR8yn%l)&8=Ow;rv`0VXA`P)n`Gd
zcN=Wt?a(hJ=MnT`1tG?AjcfgC<Hb%RtEpNAN3z9u$k`~v-N)1IlMOuTpAI2zfFKPD
zVvgqg|FK_%h&<Cizn7Qha5sWXOvRA}V$$~3JnZL;fl(r*2ne<(?4mRdHaD#Bdf%ga
zJA+Chl)zjW1b$Q=xM(~##3?8Uha>{jPmwLn^`GrBkW2m_yHp6_Qprh^bmNfELoZ%U
z)D8xNW4phd`?A4)?^eg$I(u=FM!!2CStONcB<Jib2(SMPLMI{@RpX2XZ+={Ux6||l
zVTy})Chg@#e7s|WinORjRn7PxyMj8YpdjqR$w@y`oJL=RJ|P*f8^XY_FpZo5^?|9@
zFR9VL*;9jti;Buk71CGLo}D4;WM+3bJlWwW?<u<dLLVQi&1rYk)Aipa@c$a5z^U?C
z#>@R<hp6a`r*J~LkikXufQ79Z{!sR|lc!Iw@BAGiI2@eAL^2pY1r8oC7Wb(vJ`kWT
z(wU;+j@2e|kQuc<gS8nkpNR=5>YPvuBU{r$;2jne<RKT60MV17tNAGc)TN93YFl&=
z`Q;bS`yXhV%T<TMN*fD)tqQoGL0!ea>Icb=Z$<Pv_>8<&J8CVkbkp@T5XtClxHO-S
zPn;PGYPs`}bA8tcksI~s&)0fbDShltgnJJw_}ecnbrrndg@KqIN@SicAn(Z1G}7#S
zmn6-bA%Vjn9K2pf)lneN#3To%<@IEJJw@eB5<NUEM}w;z-C@*3@Hq!kduWlTB&<%4
zsV+aeQo->-f?Pcb{hyWR9m@jZ8_(XK%okXeXg3riN*@oAYW$gS$4$1)H$Ipzk&@dG
zcA{G6leY8)FOHwF2??<;w=vjvHnK_*p>X@1Af;!i+K14gxVwMgP`};NqruC2czM8B
zrvNpirc)<|=&`bN9F7c#XG<To<-Mv`QH$Y#6IOgNyzcExZRXu}dURkDL7vz#bTYiK
zmqD>3OvhJfhDVn>;;r;_xWEfpR2evZ70fL9=(R(3=|MLu?~27VzmRn`bz@_ia9~gj
z&cB=1B$$ECj)ByoDsm*rqkkJE6r@RhG|#e9M>eY-NOaV9K=;m~N`?-d^wxo)*pe`R
zn}c>1q*28<XVZE5f>5~RBUORNW~QtCnJG+xmZD1H)4oW(ahLqnrSB#5kfr;V%M9Na
zkRWBL$T|u%0m=7WUFbM{?QUzfibfnOoKn3{?1uUB?Cepk^9TbXcUAt?D{=5Hi&bu2
z!{@vCX)9)55Ecd{TwsJTbYl)$=LivuV@A(aP~YGxQ)vzfDSIkgrqdK`9IiVlN}KuG
zt<QcL{47`^(tDTKxMYuqwff$YfI#7w#}qm>+eCT+xZ0nkoNARh3JOS^tL(pz-je0$
z@9FJ@NE#P0nIpv4f50?faA|f%H}Tt>aE+7{wG`%4v%?APlLeCsh)Cmh)~5L<CN0uh
zAp7(s?_fv~y8R4IW))9mD*K@c-ymiTpEH6-sE176LQ^sjiv@HU{8HxdNV51W&Yef{
z(uA2yK=`y{xOO>YAu55KSPxU+S-~w~`*y$V`*RD*-$U8yahIpPo)bTFm2xD@OMmg6
zS+lH^ST7)JY6^?@d4>AJ=u~_AKT?UfuF$NeH{xOex4M*#{11Hyl^Dzq**n`a;2>PO
zvIprA`ZDnF5S6e|0T^~?^M{2MDo##RfjG&4=IbA~IrcWXbH>Pt&tyfCPM+c46wCNR
zPTPL<_hynu3AH-1rXmsvEoq!KS;A@@eJPUHV7^q%tK&QE?W{ejxgKF22F$k9okinl
z6skj^ju4HA!chUc=kLUd3r;A99I7%Br#;hMuf1TK9?W71UrCNvg9<3s%N*vd9$$Zh
z>32w%SeC35G|+6EQS^rM<!RL;tCJhUMkWh8EPL6u-c(vs^a(oUtg78s)^-}r;@~k}
zchj~!Dy{CbO-Zgi%BZw2MQmibSQm@*j##f`1|rKeH$q?gl03=erYu4tpDk{FArpbq
zs13FPGa(&BZW2DGzwP1}ezAc8JxEaN>c}iCWP6m@hzN9`!lg-L_)Z2QdHO3u<Irh>
zg|%XfL*c3nUyqqh!J>;X0s0J)1u}xHdL2jf5f&lR?#SHfP<O}Y|2^d<)|?cCAd?X9
zQv;HcQJE|F``+*)!4F&68D+@+GCk(TyiIE`1|!J9?2RmY#m2tiN@Fg9cS9S?tAuAx
zhzWHY#T~w3cPis8<Es2*LEoGLW)k-kYFvBgw$1Utrk=3EmG>pX^_nyM1n+p)TS=8&
zq#IMh^l@0-$r_#aoTIR~>o&erTzolfZICq3J}8MG(-U%PLh2TMhGd^<3i3Y9OdMY^
zTyi4F1&@J~(<|6-*%u&shz^~pjNek-$*^x4(LG8U5m<LxcXyTyg;G&euMgGd^XHv3
z#5o)-lZ8j0EL!`k_0skB`FCG*+a2kaSn{~9hyR)oBQEI+(>y7^m`IvdZ;TusO~j9!
z^8A+d!CHe!;;8z(3EC6x8Q1)^qq;q8?2&+Wp`JjV%e{IL{AdC-DU!bpq}$OsjH-H=
z@uSklPzU;Goo6NLeWUdpgX?((Se=Dn#YN9}qjbZcn;WJp)!>O8KA7@S+DijI*6nfA
zxYdI6((=oz&Wcst>(t$|U+hcH%i&FLMm77C6H24HAAiwg=2Ua8x9)%x6>n!@%_i#=
z@hR^Je9cTmR8MmirH%dWf==y^4bsegCF=mFVK?Wsi<FayhCW63c&;u@vWH7#R2tNK
zsdl`wdikxJKGb12^5~e~;p5Mqvu?{Xr?`%xQRj6Y!O@2c5l>ros69Fcd3>$5(|Gn`
zQ!`rBmG%8qm>J+{N$mBGbi^EPR159#A?#A>U}`6)AmI5~kcWl!!T<hBX;&DlMgda6
z^E<K@nWP(u6f6-u%E&%<Bh&kBu07qcPPVsArp%_V0MN7ezDyD~b$4liHWfC#r?o@z
zK^Dn0LAs#i6?`?Er7T>ZwS<dx)c%q5O>s;*H%0*wW|(5_V0mefzN4n&I@XcHb7*=`
z&oGqASZ`z4I5*)j%d;Lld?Stfw@}x>*$v@@*dzn<(=U$*&5X+AQKgL@lN_vzLSJvC
zFgLrV@k%f`9b(+kerxHkzqQw(>4l43xf2*0m(~2{vxL*jfz^r4q~UL{3h7GA_=Ejr
zj^Rgw>s#iB4TmE-Zqu?@rnCL4<>^<&oA0aGH6J6aT%?QiDAT<@h8-i|d5hUtyIr(G
zOVuL_Z$_22jDLpqg{<=!iI^W9jHb#!2yw2%LD&gm4u10><%~A&$$h5bIf!Y2nm}Gt
z8PSI-Xj6K*>oUAfrr2{cV=i!p6#@xv?Wb*&?Mjn0pcAA$KdZJ&nQ8qfA6+qt<N4l+
zJdA0~!f~d@wV^C^Uw|buH1o#oMQ(QXLz~7Lviw(~ijFJ~I+%;|u)A)F_&RpGuUqmh
zX&+H{^BlFOLG_)NwI3Y`*fph!OB^Bf1Br(h`Bwlf@}PvC8G6#!zLp>P<1bt>k_WuU
z3qXOrdUcJ3xx8$~@G3~vB<SOIN>2fY=?hgGMQr3+$)He2w`ZdrzfYR8Wu?$)u#-|(
zpF9b)N!<t6kAP~7!0Ef@m$<_-#$7W$j}@mk{oQZPRzi@2HrzaFh^eV3aI7}lbm1rW
z_daFJ2``BpRa0r!bA~L|Kux?Zi%IHl3FiB_NMDSJNOF)e&uDqo4bKfIk;t0fmnpFn
zlT}uh`a9?1$7p_2qC%^JBR93*7Jo88UgiciRlx-(9^DsIttT*#cIok3F21{whDn%0
zme@R`hn0?bTkvY)&A9q_wdzI+eym`DIX~rUyQtd|k*Xe9@Ale=F4M9bUK0cCXZt@#
zcS8Q`FJClAf4QD<@scRNQ41CP#4<0iA;Kg!gmRDxR-lR)%Engv+7@7TVps8`=EU~5
zfx$JQdY>pAE>(w*A{8Yem6d~<@Ml?$6UTilj&+AWwe$+#yd>G4P>O(z{<H1T>ki}d
zut2-*y6ouKSX%J(b#stMnrG+%E{cW&9!G8Oz@ws5ZvY@!FZ0V4(^_^-G;XA4RcrFz
zHVcfnrs}&>5IgN$FgEA9s*5>cBhHy*RQ>&S1<+8XyRn2F*==bb!5zeG5bM@Gs+9BC
z<3^TaC?ESW7-P7O=*6LSRHn?^x3u4_3foo@SCGV*xGFf`A8}||xS(wpuJL@uL^|%v
zNKQImD5TwIKx#mq8L@p0fzbU2P1x~ZmUrEf&i4)TT4;Ar-)5OV;+d@GLfnjlR6^BC
z6V9nU&ZN1kETZMMrEy=Xh;MDrL8hbma!Xy~+8GXjwGVe~!Kf-%(3C5+b@TJ}(U}j-
zToyN*N&;@ANbTxmTIpDjL|v|UE4A-XyWX#vhQe3vjZ!?iZH2FY%G92JUGO*wm~Uvn
z;^k$KVQM#d;^L&CKWX|ru26I^d?Ky%7u&eN+KT~(ra?`*1Itf%wxz5vgG`#Y=1f15
zn6qS#4!%)XXzbuEjy_@hW#Ik%E)2YK%0&#!S_PM{As@|7b2GNLtr3hrO}_KMg0?@I
z^{G2^Xdn+1m?U2+q7AXM1rW_`l$~(?Wc~yn%o_YG?IyO=WLD4GKIo5NF{>9i&(gHd
zfUAFrf0+$UAAX!&p<^g~fs6imrXEB45$Dr-;goSnk@lDLc)?M0@V|x1{fNQo+tY$=
zp@O~NbONF2>7I~=d(!4lJ1+P8fta^}c3AsnNLgN3$pw$M(x6yC^FzhNv?_<~>d?k)
zerZ^>(7G!3W17OkOU-hMxRw{$QE5}Ts$^m6GlMC{`PemQC9K)W)q5k9ex+f?9auj)
zGObDUq`#!u@7r39soasX&#O;MmB_+X5<0SNxa=l@DXh`*^WO;%$Krx_F~_ZFxIkFb
zgw^Y`iamSNDEg^2KkR9LNb-(wh|RnmRt{&ZV5LWAu_dwTfYcnj)U%g4IR)dS7W#gM
zF0zMrf5|w{7@=fZWYZx&Vw^ePiPj@KIH*)Hn0dD8Q8Xm}GI}MIDpc_;F6v8GCl>|N
zSvAkC`(TW-;LylbZv2>d71+p>t7N#_L87#0*Gbx#5Vdok=6x=fq)kW7DtO<fZnj(W
z9|2W^eG&d~&yPmYLh4U5@83zz=_o=o(0B7Mw1uT(hoK&J@CzPN(1EQw795R=(4V`g
zaN|eK+Kp75kvtPJmKn%eL`JvgRzzVxr(~T$ajBnlS?;)J&-Q!Mo=~1K|LCAj_rC~m
z{=zVHT!fC%0eY7#exvGG6{%hpSz~>kK`@QeyG<K-F?6z-ku{|}Eu!i+!@QYKJv!MT
zUsB%3^|h-zDHG0py|j}#f9Zgl%ndumC6}s`x$3JVBG#evWa^n&zqSwl2=XIEjJI-6
z`X!5qOO(Q)Wp8oe+yQMY82+CkBG>~G*iO5`^JiPc8YqIS!_+w_11Y@rvHAqut5(%u
zoIl563G^=F+<Ww5$LTdlc9Mn#<K5qHStdYB_C2z>O2~VL%uX8KRJ*cKVvB#+)%y15
zm69JO>cG#2vP3H_(=o)P&!?PMJ(i3cEi3t$JB+p@w{7Wc3#KHoX9^`<l``-mJN<;R
zKd5iN=QYa}T@qavNiT@)iS`ZXw&X!g&s>OgGVK<H<Z10`*R4%*m6%9?t`}F#9~89&
zQKqQt3yCbZpPBi3X;&vb!Vn~S!V9GqSJBk;lcBj%0U?jx=K7B$m|~5E9EKOnlD6av
zTr#G4iXA0+4;qG!SXMx`chi|AaAaI!nLpY!%3Z>l2`wR0@<$8L$e#9Gw4~!%<jmUF
zUKH&ffN9G7ay=dqlte0vN^ZEVqEm#o2L%;lI=Q%n-i)!KU{FZm*AG-?y-*3jZMS`x
zMQnNEzj8Zs)zH*`iXsQ}uqGJu_8+!q*^fI89$XRfDljPdam2n}`tzPyY=>Fqq~Sa-
zU*&9aO;+xK0Ne(KA@L&oaC}R5O>58DL-+W{<csaGmL%7ncY#mku@eohnY~WxL-B%x
z9<e0vH8<<|cf|%S6woU`676MmbeOE+Yj1@Q2e6d;bPP^-GYXr!V=Ftw(l7!-I7@8>
z^WsJDPeg$^9(tzd_dBCKDTF8bmDaA9uUSWbHR9BDD5ujlYM#wv#VJ$Se6Sw=O=CRL
zK*X*ES#0P=C&{|pq^Fv+897p(Z!sN=N+AB;7&s$@ujaAo=;(2|$G1Alfdk42fA*kX
zH9Z5~DrC5L7+~h@cgcL&PdLyUzo__q?bkum{3pKA*J`9Yac`4}Vqv09zP3Nu$!jHl
z<+Z?(m9Fr}*^M*PZGK7H&D#YW%w^#^dh~KS4Ot@16@#W+cw88A5Hz!c1?Rtp^(clV
zC}yB<ha5;MsPBY9<mMM+1Lo3Q0P%$Pf*<M1O?`SL1pCdo1nOJA_PbBO$BZH(VaLbV
zfT>|@I6hWFFh(g1={*h(Dh34ySYhESN3ytg^78Ik-@oev>d0>HL^9oY$PM+lgPs+(
z*N(UTvPpEZfAFWdI0TtOL^FYCmwtHS;!uhSE)pUvq%U24ktJG`v+n<WL;w-3vN$eo
ze5lR1uu;A~-Fw<1*9NFHlT=mnR>=B~)wpuwd$at_o&d6b=6U}|MR@neWI>q?pv4ka
z?Xi|t%u#WakMBZNdqTlcAkfjtDU@AY>(@_WosG2BbEbVO`Df#A*DS29N$kH*e@Z7v
zzblpT@wIR@c>IW~k!5<MzK8vip;gD!IvaEZ+gOL=n&^d^`RGS=D~l#y%FBrwp=THU
z<>E#|bp!IF^7+SjStc(<MP0o^SGk#${yaQz>;Q?d>ziOwGP3tzFEW~%DFCf<fXA!g
zakc>*8$Vho430ms^>wv91L8&NLTy4KO$Xcg&pa>3qNy@a_&5tGiuDv9j}bfibN%Ch
zD--cjz0giH-GNpYkCIE{Ubqd{%JLv;RCJ2J(D{ZT)YK$iGW+%Qv4i3PsI|tWS_`6k
zpEjS^PL||{vNPtTS__l?X4Nvj)>{c-U&0l;@gg9@Fd;<<bX{xb<pp23D4L-4a?J7b
z%$M+C^z&ixk>inpw<p<G(#ci}vK91;h_GQ5wjl2_MLo~I9pHuYl$?d7OXk&<7a(EN
zVrUC2a*B&_b-oW79<F-96yz|J?vfDjT_zRuhxRB`;bs6cSR^Y#pPr5}fFw8wy1%3R
z=>Ob}oqSI2sVW+PU&Er?A1H|ab$S_^4*QLfMxaC*@`&QYz{m&-JT6II!9B}*=ho0D
zU>ldBRG9saoo||*A>#2d_!7p(MXTJPSQuz;&pj}`HB&l9s3;&nW-*^B!aN)Bh_!Xp
zU<dENgy|n3X823Rkj7LotWOk7W<g8sy^1{-?Mf~-zsW)%`Y|6!j%xEq=Tt<r1o|x$
z1xlU75Q0zDcnhJ1L)EHGl1I8rAf_+XLcI&2wDnBz98eudPJUmyNkzuXzpg!zcf*n`
z?O?n`A89$wF9?FP=5(%`L0Ns)h=*G#RIxEoxYQ|gnlRm|2XUv|+VfF+1ljCZMs%wV
z?eH{-Lqv?Q0iZEU)3Qa|dg_!?_7}=s_iQrfTOUU3Zz|T8He9~BTtndO4c??ZgM;^U
z+SyS%?^yr*bn6U^JSGuAc0JpBCzfKsT~xY*`)K__d!^H1$UI3PvH17zUWgXSou^8%
z&Kwc&=j*%{y!<1g`?VuiUtIVZZem7|#)Xw%piQ9PyTI;9|L+&hybL#%Ng_gEqz1Fb
z>mF5_pOD6mewfCwcabVOHIE$2Az6OA?p%<;(a6d1LANmxoSfKr{j(HRFu9x{iy|y>
z8c%S4Y8xLnVyuH9HtSR51uVlhV)`54ELBIPr*XoU+b3kGN8$Yup^Hpvy|AR|N4ezT
znOuo|hz5?x!qKn&oDS@&bRP;*Ea3|<sI}zl!+we3i_Qh@lkuhKAfFK0e-{)(`&R3l
zEQylxHy256ihw+3<e`-)`IhC;Z_%@9EU)<QYa!!qkt6EZ1JP>_As{&4Ic?IuCDEvo
zg_!!g+Fm&U^AP!{c7B8TGM9k)W$kCz>$1$*klztbCSr}aFldB68kZ)gs$0p)7%PeX
z3v8`^k7u~F?Zy#gem6Qz<bb8>v}gHdErq%+TQQ_Yho3ZM0TamKXW>l4bHREiQaiHC
zZPR)ESqWN}e!+l+b+KoU@DuwK!A}-WO`5o>Zv8#R`<gN`iL3a!`6SPWFo{yqi?9X1
zuB?eD5!bnqp&;Y<_!>-MkI@MYvF=gw7`C60++kuh_Ki;Xcr5Vy=!QRDxP-s<4r5St
zWO7Frgo-<EC;1T(d2cxCe~8x?5{V%g(Tgx5MGgH8ktgy`)^TC+b=u;PB@v#;;2<An
zssF@muhz#v!OTb(@F-aJ<L{A1W(u{{(<bYC7-UKeAqHjoZ$aR7HsPogmndrsu$EKC
zF&^sl8r!uiSyfZ41DIhRDw!91e%OU#dqLvGlC)N8@kF-so8dPT^Ze|(Iz30SoX_Hr
zeTsVzVwIWiQoa}ffYm_m`?o9|>B#j!j;1jd@V`B)Y^N=(5{MVdU3PBu_f_HxDz@9g
z$e@PethXcr9)Z`a$%4lgBK`vx)o_Q$NR?mzqyp7^7yP(_fUcf1CPj4=B1A<r?vL;^
zuo+*F4^m}tHgr@jE)7z0c?IIHi>Ya@0KT)GV4B5qLKfJ=?9CL*Cx&PH!xDYp*Zmd(
zje2D!2PP(H;e=SE0}q9qWdVEof<}p#0=Tw<l}-G}ROB85KXdB}@^_9;4?A~rUc7xf
zUvGauI=(NYYs?=HO*(QrvR~9VNHui$Tb6p33^0{tC*0qD#^f8^HQ|qlyajPKWN7B1
zc*jfO><Fb+g_ZxoLlkZYqfF9+AOCL-Eod&cdG1$mnT6&X3f_Q`qEXMhKB4rDQ;oaB
zmS*XNZ>S06t3Ihy2^KARxKy{b7;oP!%%$nfnI-^heQV-6THFCgWaJ^S{Nz*E^84Q5
zNtwEY7Afy2&1oX15^z(bFwGd-A}D02-ufI-e6VfZlaxxtkJWIYq4TeyhCb77_QI>G
zae)CLg}=W5?04{5$nVHs#>&Mld_2my+8whk=&md2y%Ls>cR(H-91_eHNF95Dipe8S
zM87HC2Njak42m^}$*eOhb~RX#Vl4qEj9`mADaWR?kg>K7SmhQT<!o^+sQRxK!2LVx
z#WI_Yv&D`H7W>n1%C})!`d1)ne4q?9L}qn#e=;)Z_K`HkVxLHiw%e7=xWqlxY}$Ew
zCVFovkcA1HOGv;OKMmB1=}i*9_xmC0b<em3uxq-g4;o?=&&edh;`#)tz!1=x^Jz%k
z^zfE7%nyj%BMJUrbx=-@>gCWzUV)RrmE_$c9Bfi+AR{U(kn}ebVt5MZSJfGHQO&a9
zuf8#{f}aXD^DKDtsI?-vrdBf|j+Juq{q-gd$es;tM1c*sDT|agjZhfZBHo(S(|uj(
z+=!!<a?4PiRdu6o3*UZW*813Ex8KIkpR`(#h1^L?1F6+VKxCc9wLn^|TSq;r=K{-L
znXucJYujBlrkMu;NeT*gzv+$4t*Szs@v1i%JL~Ex#17KFAl)iyC`;?G&31>Qig8g@
zapI5?OU4rR&~D467j5AT+QQQW@f&d$oKvffd3l;9W+6B$wXew7hv3g)+c~5~l`!O#
z$wPi@(x}Mv&F|Fw+1tVETu0SN(zftr@KSH1-wA?Y)YHlqRO^6;vuxxFpvY$N{Xau8
zDC9dQjY;Q(raJu!QBV&<3I|ZIB)>rTtCFb=!4r1gZ?)Od<DrxND>cPA_5@%Z`Gl7*
zYrmBNa@fS_*)QW?vg19|CSrYlGn-iOe=5M{;qFZG*!05<mxx--cta~GL<@0BiWZk%
z2_xe{yQ%T0j;aiA4RJoP`=DH@B>J9|`g-BwGX~e~AB;Q^Ed<J?EyG$=9K`{Lhny3W
z<BWZl*7rykraKBn*4(kULQJ1n6cD}R<r(c3q!UvQBqK99lvc33UlH^8C&t)AoOaA-
z6XW2wzK<Ch8Q^|?W=wv656A))aW%Ad@TiTd2qZL6>s9qx4IsKjmA2#-pYuxutaH-)
zhC!Cc9?*Vm3&Y~ZR~^U+V*hKx)*0Dz7mrMnfe!X1nBS`N8(m$vq129}qjNBO3l|nE
zyklecaa#zovqx4+C-vkrcjLFLaa`D_p_B*<3vFE7aVs#6B+v_C5xZ<LbhSAmc64Ou
z^FCpDUUMhR?8N*HLTHZDdvnL!%qIwoH72u@iXgZ81S0ai5~nT1h>yPp<j6o))RaT?
zJg%PQc~1rq>TRBzsK1Hx6>%pADgPV$4#=9nn`-3NX4^Ly@TQbHJ>L)kumBw8%1?^t
zCU2tg)5me?+Ct)r7ukbQ#YE~3A^wqMELMC~*sL-SD)(nz`+2@B+7=9f5Z(nC{`Udd
zONJWR;fEi?qe)9XZaWzTVO3oF@?(m=AJ)t3Ak{bwY;C3793Na9ck_DiSkQFce?g_%
zD1DV%F;#TSLip%VJBu$TKOa^dKTX;=TZ0|87`|=oY(ywE(OBD2%^lWhONXv%(wdGU
z9WXQ6+n<}5<N?)|)A|>~;!jyfS74!p`s$DK=Fb+C!V=_|#hr2JsL%Ezrh=n=N<c!A
zu)_06woB<N5ILC9g(PU{;{leWQc#P^%tR$RC`M}DJ0GPO42tm?VZwRp8`S*{hR{80
zLg=qw4Y_lp%q;bT;(FHbOf&)r<Fml?J#zWx!eT35G;^-=Cm~CHqYRqrIHT$~9|AS;
zR~@UD8M{cEZ%xjGA<@T6H`zWGt%7x(<usgM@upB%(v(~cZH%QO^tw5XO!lWmT0@}5
z&|A_@wW@UySu!hBP9_gT&#H*QZ7^55S%$?XjcF5p{@RRjr~q4B-syyDLK*U6e>MC5
z{Ix;j+*zG-y4M6oPs6fYPm<`Z!a^g_8OMPyw}FZrCy;7Hrt_=|W@Mx=RK{JTN3bw1
zV=3lV(m>M|-M6uB6oinA7OgqLU|L5f7<L#wh-?1PtGbhqjJ+khA2MDV9R0xMc(uEr
zTB$M9p6X6C^8Lq;E?bgemkc)J6#)2X21=b}=m$!%8cI1~sJVG@`%^Q$dfMje?Mkwe
z;SNMVx7(~ne}bza0_XlvqP~-_+ws!G3LSlXtp4OvNwqdjNU?|aXRx30W5lF#9s77a
z&vLK91bt@#7Ryt~(0$>OGw{uXvZrWU^rCq;IG#TOB0gc7LQlWeb3Q#WagmmHHfsw)
zQBva4jeP4@aT}yi2H0avrvqa$6c)Li^*=@e62Z(t6WQIZ03=0_oY1U>pBi2*FErRw
zt)Zg64vYNp3i&8i&^&UbGF)hH9>}_yy`8__dCmAdV5L(zOi*9D8t4V*uW-J<J62Y*
zv+6ei9!RXUvp(6JVA=sS$NhCnigI@sdiKUeQrZ=<^VL9RmadNX`Qf%lX-7`V3(4z6
zx+1=vEDM<V#@gfb5t~j&Jso?yG#sJsnQ!@p{lCVytnn&z<?gqTF=q-Qho-(JinSNJ
zvFervb-KkrWS2M_ml6CvL!>1ZAVbq6Tq+X75|<b@WT;eB+OW@cxu(2#MXml-`-sep
z%?(+8#XQ!{MDw{@r_bdm>^FxuVWfz&f06m!uHtx(g>mKQA?&`oYJZ6a=bTk;kKimJ
z?$*9|q!BYmd11XWzN%UZ+wy|u|G{&zLGZ@=Dr1xBfY>L*qQ~9|?QaHoT-eKcFao=Y
z&0chHtie8EV+Q19N8;-0D!%>oY)fM~P*KyG6ENQKvgX3Wd;cI%5~lFwZenWUXD~ql
z>S3H1J8)o}WqGITpEji{=wH&0LUMF4h6<OPTZG4bD3AxxZ|diE=_Uj(HA*AV{s~>2
zgPkVQyy%*7akItuA#j!!MeWJAPYH;`f|#`}E$@SRFzol2yDq56up(9iPPy~@tvgV|
z4($Jkd>{}x-~W4uHaE8p*+D}A%!C9S+3>Fc1z}W%YBO^SVVdMTlAOKUo@xZ=N{Bm@
zc-8CG-_Iydyhdi|97Rh9V+Lx>)fo;j4)V54>AYAwjaqB~{7&A(VgE5w;*PrQP)i)|
ze~Y1n9CF$|vWvvBe_{$QqC43FED!$!naYqI1^2)R)aOh{fw=P-l@NO6m_*ExH`bLO
zM|V_j7oBi@{p=(8Pb(Akl|*_vGH%-XedGRw1&y2TMiZ2#k}s-B#OYO%?a<4~4SL^Y
zi3v@_LPm`J)CSj4Z9JEtthN&gUF=Rk)p{w|dzTAEDIyg_rhhAElXs?6WJ#TxSyFWe
z5WkO*!L;$$a50E<m+!VK>lj+lY){*7Q^)B@y*b4Pr0GicwRKcImp=CbsdE1-P`1p@
z9vtL})dT#@e^N$~_T|#9A-!z=f5_XQF%o%ZVqmRw59pI|gLkXL6RX_0=sc}`tK98|
zu4FSO70X`FsH^vZa~&yMNiO^>iz06zPo^Hc-x5(hp(ofLN-vYjp!s*e`x)mcX-C7$
z)1;!sfa=yA<#d0(pTH&wD(b2y2MKIEy4n2yAhG9>s5Bo#h+$jE?$KzyRN~x2K<?ls
zSG+vYwh51cHX@Vk!RQSO#*BXvZ!G^fsh{R*G@j)S-Fc*<-Yh1*;dx7Xhc(D419^dU
zIHK)#BN@fl(@X{!br=fvo*XQ5@crNW!mX40`qoc&jZ&8HYvxG;`Q_BuJ1|9{Xo+>t
zun&(hVF6$3I$6sG8b@@p8Tz$mv?5to3i`jP-^YtK_>WHOa~>8aFxDWS=C21xkGt^-
zM7H^?|K~I2H*vSx0Zwi_Dj#9qNp^cSSQJ`3ZZKn2PmnDr%sexQi3tFLFwNlCj!jak
zod0L-&J0BM#X@Dj%ZC8c;W_cM3{4f4ul4;0TqV$+2!XZxu{doFLi!jQL3_nKGKM47
z%JcL4*+5)Q2dA_T7G$<~!dpPZu5phxyfxU2n$^-U3gNa!R%jvk1J}6W-*J^xLk~w-
zPKMlzr+mewD<sL@g%LfCBkK)Cq1SE)QWM91^UR$eT}+Qa$3xM-b+RwaPPh)<<kc9^
zb@#|iIyeYbRQ!P?(uHZ-4y=<eiDYwCMw&t|5aPb~h=3$|LUI&JlV)|?7FXTsBkfKe
z4%)9)1xKd7sNEwq_Qwq0PMz-PF-}H$L9EsP-%rGIi72b!(r*3ooT@wJ&&nEn#HHyl
zv929sP<a7Zm|M6sWa+qUSH&)lX<qK=zfBk&e{d-vU_foW8r4ZA6Sf`LFFJ!*XiEQ)
z8GEqARRd=dWWn!(_zwA?ieR~K?Ck&*Uh-z;td5NA{>+pjq%U;Q6joUN8nES|a}x5-
zShVMZ?XT+pPA8_Wt@0{>Mc}@RJ<WL*H|M$#4wM|bk19WlXA59aLd`p)kYjMCvN=lr
zHt%5EXM`<4^>imNu9);GLrCWMkH?b!5QxZs=*Q1XiR^*WP7K}o<oI~eVyC&kvs9_<
z`K2-QT<a+XhZzwTG<6j8<1Vu=g(@ls*~%WuyACMg##EjC_lF@f-zw-l&W5+CPkeEy
z@Ajb6HroD7@}*+)T?DtoT=gh_R(AI9L5KSw)P4WhZiAhB`fJ^f8HUXVwkyB{`UPTs
zj`C9P-Noy5)OLhngHNO1Dme-`y5pdJP?noZ^)@+plB}OY4?BDvM3N_PhdzPZWew;4
ztK5F7fy7eixZ$m_;E>l@n3(Q_6N_Q}w5pM2dcS4ks881<*7D!=@ZEm>?@#n}!Kziq
z7YHlnKNcBN;h^TU^S{W;&`pDTO8XMzb&I?J(2&U=N`8v*Q6Ll6xCin(i1WuoX|2SX
zETY+WBr?f@vKB5qn|08QO~(WVhcEyDxJ;Q5IJde@ViJg@W!&?#-9dsTa`=Xdp-RZ?
zShvy1Sx`aSZnIo+7swLc_26CU3AH^UNsR317Axzh3XMG8>}m0JH=g|NNy-HqtK@kg
z(&}R-87@sLSt7FJ4wH!OV#n{25RnXP%E6|3dMBh?g-%F7ZGhP~u=^8?JFXKueBRN~
zkv0uT$^yz*+WgJhqPkUJG`Hit5Jg(V<T(I0IMVXPUlFF|U{M1QyH8sGyq$w^-A(yS
z6s_{}%Om&u#djZUrRD3F)kM(1DO0&!3$U1<N(OsjsNf3##K=n#pb>z7h5Lm86VtSI
zzzR)`Ox{FB=6~8Tytg^mv_2la0Po?U`&Y!m;0`cNCMi=_)w+Z^X|<4He^r6Jj3WMa
z+iam$!<`w>vHcLFh3k*A#<>`aPK?8&oz}O5)`6rhX+J}8+&_9w`oz>MFDtkDPBK~F
zWvwh3u|~lCVR4B{V|mS;4swTXE`ocouj>X$ZbuJFGZv~U`zV8xM}<F!{_dd9If{5i
zf<-<=0W4|v7oVMH2x=6J(yC5VsZuEpQ49*oOg~a9!nW6Bh<PCQ0SIj0s{|4ZrxV9V
z#v5bt$Iz@gsc6h-8Ek|Dc%S}=X4J^)hp0)LoEe<=X~)sB<@Bgd;^tht98<zv<M412
zD4ip6?<RngU8+{?kXZuQc_cS40D(jXS5^7W**L8#U(t3zKmTxr^Q@<vo6!J7y7Q+%
zw+N|V6E-I;f43Wua-|W_4L~{k$;YDoTF=rBCSbnEIS_5QQJD)^D8HbPF(ALZa<OQ;
z0X`l!l)gvS_5LsL>|5I=)@wNl^YJs22*Bbz4^$l(P{L3JNG1wFB^gNk7sivXS(^)I
zKh8>y$}+eUh87hYd#g~?b-EwaruzgP2=%>|9;P`QTPXKY3fH2QHGW6LR<1rSY7x&q
zbCwADyPNGUPzG{#Z(QY;{bh~zck|Jg?f>18o=tNlS^o8|Ey5JT@X3$WL(z3kWA1xo
z-j~^2Z_ZP_Ie%KjYJTEE0<_OV7ME}=@o~!wi%bpUhdvWTRa_hl3JzzxdtT5%@TDy3
z$fG+&{-J6@UZnTpa}?jF>htams5bdLL4Koc3(1k$PGWw|5eBs~rwJgMu5NB3i<Sk<
z5@idg(Y)asgnL^6ICFl`onqKo#Azf9J?i#hK<DUmMGWnM_77y`!9A=Or|l~8R#>bd
zElOc69pC8A!U@DB1BiZ|Ee>vx3YmQZJk^TnC$6_`A<%nRogEQd`0%U4uD7@FY{sGt
zf1N%e*Z5STbMh;VshQ(3ejVd_d1?$}kVRr5U@M7&p+;|_nZ3*;0W!x|r8E4WdYk#d
zDmrfNgjC)#9$9eQG&R7TcQ*aWx<rJW<wyrOW-1Tpe3#+h%cj{QutWuc{81~?(v(E1
zkqh5ubwENx3zQ?3b9OcFe?=fitx04!d?Pz3c}Oistq(SZ^K<g@W^0Y_F91;D>a1^W
zo`_Pl5)t$US^_YqM|jlUNwa_8OO~hP_-FeUOyMz%VQ6CFv+V~=P+0;@bKJO!AxM!T
zHYG*EDGWlKHa<WS@tC2vP$a?auX6gn_fOhE=4#v*3sidmPyg^r;zHu)sQ%zWv_*nK
zH^uVIrV1aVg>Lv+h)8e{B|>GXuU`&O&CmWzZ7L0%6G|-cU&ZSY{4EDqiX90$n**|q
z1E{|bF&;l{3+(2E2`gKIgtZYZTX3pCw`0KAC?swgNe_s(7>n<gM#Y|o$Lgg3Pp?>&
zB7Nt8S?IJn$Ytq^neU@dlg93Bg#R{%8cI3a@-lIsZByTZn4YSTNo(}K?&Bd>R|}+w
z2bj>Yf7j4+cZkRGRd4+I_6DA2oUe~{Sl7u>`w~~<H&`MSC6gj)5XsFki`Qven}|Ta
zoR+TFv+Ionu?0XBL+z<4DqSssgzNv$*0mU7g3qA=r0Mu;4my!&unGm(|3GcTG+7r5
zz|j&wQ55OUU8zT4yp>%8;B-9?d?UMhl5;Pq1<dSml!_Yn370rw+(}6_R>^b1*`9GL
zEITYGipyw=ZtCsx!Av8w0P=^h|Eh`0k`gE=z<ws3_w1!f_wC*b>5DE0(7)Daf&3zl
z4xmo+t$_m(wEf06VI$*IJZ%N)#&j-raczO1B0%{;;~phQQ-{;ddGkb--3;nb2gpH}
z>j3p5h}Xmazpqq|N&aR^l9oP#zSE*Q8wP)vZLbWj9|~c+9CUyb1Mu@IudA^u%|vM7
zSTl(8_NL6!Mp4!7-yPW%`)a5*fVF)G=Kh^@{3~69GxP<OIxG0vSr>U44}}upubrd1
zLi;t|xJ(xfUH7RI@G`};K^eoI0x#^>@nbPu!Ye0A!Cqzkuhvxx)l1XPNUsk&e(Q}3
zy#;jje0!#_?-Gt49h^`HrL`0jJi(ykf;VrNPrEMg)ZSb_j7m@6?!MmG$Y|#o)~c&;
zi8^gmhs|spbl0}7C21Z9(Ypi6Y@yj}&;0WG^Lx83o{fNfm1_HRdOq~%aa$NO*zw1B
zoW7T5LwkA4nvIuSX1zLd_EIhHo~JQ~fbD26`Gl%?9Y@=3aor?(cbFzB{scD}Wnou;
zmT<Gnt3!9smz#ZYn!UA)hQfQNufGd@)+{;4s!R~xv3R9Fuu-r|;#H=se6~oh;`aNj
zG;<I%on~G;qEkaH0yfOgrvHc2B@+pzNv0Q1&Y$LIgok!S5b6bRpbI$WV-uW*&usAc
zrn5FKt*B%ODz5T-mEpWIm#4dp)}w@{cMBCo|1E9{MP)7v-wgYljTm6>9{O)K*2Og?
z{!3m~xvlDf8vmKWbrX|0D#m@BJa)4uR^{&MmT&uf=OZYJ(9yNP>+8$i4yZeBhe0&2
z-t8N{sa|IVSNClU=%*VQaYkKe)WV4VZwg}`po`XdEC;k0S;2Z>QtNya9U~C+;p!|n
z(rdd_b{SML0yP?eLM0`p?qRmNwvN!><`b;_^3KJ2y^T|nGL!Ar)x0V|>`wSl{5S}W
zi^CNZst3_sL0tT~{Q<X%dgaVf<@rf}M+8;O#tK7yoh7#_S2@tpr;Pa{M0#>MI6&8i
zY&}URyQF%Biy^}WDEs>X2#GMYFd~s&DLJ#Ch@b{dL1Y<SI^TQtlzfyPNRUYLE2ax#
zvuc)-=mo5Rg8xgXVa6&qFM9Pu`sjp)GX(_ajTzX$zB`Guye{CPnzjg&Fu?i6?RT?!
zOv-Vh{thzvr>|F?J>z3u9fbqraC%8jcxb6-l5XJZ<5j}SjOxjajRg%lm}t%S(66+$
z1|Ct5ftH0WB0cHZM<A1#@uHZ*_N^=xrM{`T6dCPjVgLWQ`U<cpyRK^x5d{R1MnW2-
zTUzOm5~QRD0qI6sMH+^b?nb&47(x*kq(NY4q`PBi{xd$$`+nc|b6v`%FvHD#pR@Nq
zYpuOk|IhyP<MK@DJv;Tm3O9mZ|GXm+uHSv^^SbiKug|9M0I3RdBd*#%KXqDLD?S|b
z8Y#p|N~-@<`TK30t%}NvSYnuge=j3EHsGJnEY$yem5z?%pDX`o%`ko#rLq4J3cpVb
z(3i8`y?NQ9@>%-Ei0_Yha<~NT&Q)E>zuqT*88QQVG&DWDvmtzSAzx{u6HsD_S_+K0
zK(=5z*FuAVMH0dp7&{%YP6+%JXhH!76Z-)JM_rR}8lUMe%tMDArZt55cl~(EqPm1i
zL>ZsJ%Ob$LG{}B29La@cqwo)X;c}sZ76%Ihhu$J;HV8w4Rx|g8{sf@&3n-Ch>5Wr4
z&ePpw$4C8GpyA?R5x^}HbY+bt@*dIvh}J;-2e;^Iq7A^QvcLKUaN?$)_`BhN%<j~)
zjC=@sv{CXe$s11$6oQB7Uz?Mp0gz7lcIMg>COMB<4R?WB-U7;RutI0(xnHSUw-X!0
zycE?Y@PlsKXc}B53cIK?LP{U&^KI7lhYJ);BZ{=$-!dcv=A9a_-vF#P+;o%Fs(4kQ
zSuRjhsLioaCs$Xkoa+Xf7$QKAH{eO(0syynE8B7eoKqTPgjhqIdcYI)qe53|f6M*J
zUM_K(abu<<!Vcwx^8oC^YdQ`_sZXxyE>|mBke2IV?2taB%lnAG2o1Er$m;3Eti6oY
z{&|_|?aF7H<nJ<4=R92uL=HnDxgw)Bkr`N`g0X~o6r%(7#8mjr)S6MR$?35_0!RYf
zF=()AWHJ2n;Ry1x4eD{6-TRl?A!2wNYQe41Qb;W%it6SfDKi0_HxG)ge6iaStKBtd
zrB>!t^Y<C4^WhdX6%yZdg&3BK0}UEnVd|>`5~9v3$~*XcV=v1`jg5sY+2`9TME^L6
ziryv&kE1;^bM7%}p*^icn;Y8#3QGgktNHmPw{61mAhPf<=kd@Xrsm2&(*nss5MDNP
znHq2FKzc~o@5!INWE}}H$zfphfw}n}2U=B;bnt<AS(Zs@R&KJJ{%Qxs?@8$vL5kd^
zd}5Ii9Dz=3k?!6g!oJ&&k5^a&V!R;c{e)`%pE_`E0FMG4#(vz5jOdI<RGoNih?Uj!
zMKI=oIHa1U7348jqFQfKrm;3)+oj%O>G8s|Ox7lYSG`y$VJiriwSBB?tDPlGyHcHN
z1W=U4+dRo2qnu}Gr+Xd7|4?Y=p%cwZkxhC21K>gf@Y)R?Q8}X9UbJmZ2iQ}PYCwdQ
zW#xL|FV_u`5yZ^>mt4ZZrFux95j}qIvVq`%`5L$9`2Cw?Jxe!-I|MUThp;<G+i`4-
zxCi${KS(mK_CRo{&ZXxh8pdl1HGrrJQK-hbaqC*7Any~ZGX}_2Hz&#G9kD@FHJFl|
z=t7qycrMxeo>n?|frxm;OwAC?6Yv=b|DHMVp7v+(5|Je4^`(|FFEB8Rx>R7o#&MBJ
zTu9cXeOCDK;{kOjrHJd#H;F3ki%}H>hCz<@n77F#TxX+coA>*K+&~A4l2^6_?78H(
zTOV<0UOphhyq%7V&l{p(PAO&nE;^)(?4N}t!;L5W582|vC$?rDER*Yo`|M8KjD3*3
z+jIWOI8&f3HEO_1G;pn5<LzSp_>h{P@KfGtpcL(2JsABSINpee2Hc3Krn>WIcv+N{
zSmqTRz~hXZOH#9E#3RRe(8x0-e4VQ<MBPOq88Zg6(g(ALe1tk#ggXc+_@~N-LiM+x
z8n*tr*VN^(6`7$or(rs@@_eg|5VYz_ZY<%6brj~Z_L9<+h=PcKrFN2FxL3EDjdeZH
zp%u8g5j5f6=_Hil*SGYDU?F%%oW`I;WFf+^(P!!y8}d;0%i1l}=`Q3_E;eE94k=1L
z8FKmTi=pdU)x_g$=g2V;K5vRZ+QoZHvED#67fj8D@uB--qw3w*M6s+myq}D!c4v`d
z+Gi1n!Ln{YE^FKzgt$cy?j%jP9FI+`vnwtI?d<#sCc`=!fM<xSSlMjKczKO~=6guH
z#rm?NJwZBZG+VNnXW4go9BiFNi2Yb`8pJZ9_IN!mT*Te1mgAp{iLAFwa4!2zEA8&W
z0Q)CvW>6!0xnZi}1MIn33@~B+-y<Vo9IrRHon@-lUZT*}udA!$_a0MVGNj|Folm$S
z(nIFN_XJ7iyj#G{q6HG74Sn*v{1m?l0n+M`o_sEf`5!I7P!h2pj`6u3n58i}B?_W8
z1;xso&sr7b-Cof6xY6R=+wG@4mi&e&-dsrDIY6t1<%A)4U<ij<Ng&)dk^oaydelJY
zq>AtvKelwrJ*9^Pq3!?bMHrj8=`cXAE|II8A<1#uC;e>M<z`)P?(bw`8-tk#`fRl<
zb2YI3tqE`#H;EWX@wfZ=$q55o!9A(}4}PFO1WW>$%p#+oBAQ)i4q(rZe?@secKF|&
zOyur$ml&ILN5Mg!(;E390T}fp?QspzP!QSCQ`E1!$_+dyG)(c_s|a)L^i7{Fi?cnK
zVh#wz<$ft<=BCGwjk8gviA7)cG1h&9mrrhz+W&wa5P8pC$;-Q5e=U{IQs?TjVx+WU
zG%pfDZ1|Q4Fnx@n53jm_$pO_Iy`&`2Lpo_<UB}Zt%jIdl(05t#mV;REd{+pSB0rCl
zeh+?P^ZTsxmI*g^?(YhK#_V4wU>U*T6(N42H885*gGSGo({vD4^ga7r|Cdscy11G!
zwOXNE&1Ptb%)d>@v3RKaC^Hu>WYUEO;a(5CHVZ`GE{}VQi3ceICuYAW@e6{T`sEiu
zH~5hc`(esGa^CMO+Bbd#wsS^N0O|r_#ldruRnvhCCNN|rl#`KD@_LBu^2n0S0Eefb
zpdbr$;S?AD!1E3>VIE(Fb3ew2*jbwr!Z)^?<!Fq^Thfk>MwffYs2#$c5lxE`(Z8{^
z)n?;h+g_vAPh=Qo)BEW<4Hv7^1t?#|`_kNQCFrz78DAobbCg5FHU13Pk`4C!0dINo
z>1XKv51FH8U35920bWr#^WfxXS#jBIx-R4<c`_DE56INs4?Vd<7Ro}f=U{+3+{9~<
z$pJRsyyF>dXy^BAvMK8m+O*h@EwT-u|8=;7JLg?KW3xJ}8AxP5AYdMNCtGicz&r)e
zrb7Veqv>gI0EtmxN=eZ-oJeI!CI(|!MBU9?18cqavyDGTg?@aolfhEf%)G&asXW^4
zb{fShPlr+?5Sf++VJxdcfh<p6+<mjj+ym%CDlPi7|7xj-vdJiMgBBLVwkA6y)tIsG
zV6i3xY<h``Svt@;5spgUK=1YN{=eCp-wcy%8w#qaGr%Kt?Ymi=@MFvI@{^0bJeJZK
z>i}Jb`fzn~+g3jlVn45|U;oCIo;u%ccPI0`Az?<wv+)++Rxn<MOA-a4fdEghDr$Gz
z$R7fXP*M8X><_eZ%&%UI-1u7ZuiW8VC3n*Y3aX1G`^u#zK;`7LEO{HH*;qz&MWDp)
z;9u{Zk~G9E>bwET4kS|r&CP@Z<+{P-znMZfI|Mcyvqhd+F{^`Pu--_b&w#DCoXa+p
zvC+mN{e3XCK3EX-3S7N40!&ffR3@%DF6O*XIJN^*DEu7Sxj^ioMCg~HLBzZ}&4`lB
zlVZ~tM%jTt5tlLSE;q&YukQ?)$s*5+@E9lWaZ?071g+AjtJ@Hk1Izv6e-&9q(E#vh
z?T(+9$&IELeF{Kxn!k7jN%!;TxjaHh{*Aq^ov7=-#Q&N)9!4V%(;R|ANS~Px`&l(C
zw`xFWTk5F*rZg657-!%uIutBnDl5#g)|upE>|j9s8;7krAlF6d&QaUct}O{D`ejk$
zctH1m5PiQ0gu%XbQTD~zJ{cU@-`A&*R9Tn^$g?ei2k{vGMo|-Gn%dx?<H427!<+Cq
zxs$WdDdec3Ox{D5@A-4sW^c4R*Vs&tRfGabvZH0xV0Lm=){w|?(&(RTjkO``$Gj8b
z=cmE-uAMS@1x!1uh*i)|LTs*uMfMp`|Di~+Wj~94K5Sto7cBU1HJZ@igo;j7I4>>b
zA6g!Nm|UGDud9KFK@s^2S=YI}^EODsG1idw_;WlZE)TW$mI;_`fOqF+BwJb-*NPu?
zQ$V>)E|*R-K^&V##F|d{pC45=M4`D`JdLn=;mIi~`I4@its(@Q>I+6hw{hK=Rb(+z
zYxhxjTsjR1Lia$2fk!y!M^x%GEBT@ytXGrq!0=8C{r?6T%=S2WJ{xo6eeNkp%@}Z`
zJX86%tKjz`7wp=J-S8cH7`BT+>60p+$MSv)+CneTPVGG~5-vAX*vn7x5&a5x{BJHS
zt!!;OI!I|a8j0jldJ3_l;Ptz~>AsN53cq6}RS8crCRNw#$n1YX1>qL1m`9z&s_@!s
zdCHl?jpV4sc}XJ+@2k>B8B$<B<7vw*rFCOjX8j%QQDSsWR<ly(*g!|O`iisu?y@Bf
zxr>pDvM6WkhK8270AaRz*Jw(tz`I2Dk?a@Wn$9;!QM1VW&VSR8^_Tq1>&K;Z-Tcez
zBe$BOBqoEv<Oj&Lgo=5Mc1wh%<OCSQ;H<bjQscBg9s^({#-OdP5RrDp9kaV!Rpf3t
z3^{o`qE3>~aMa!W`@y0pu2Dx4r$*V2Mo*AD3`R?VAwa0+Sh|=OBh2c-Kb+)0n_Qji
z>zsg*SRQYTbIcK=9RplUbV_%C_Ixp=gt>v*gu%Hx*%I33T~abM82!}WIH#T713(Q+
z2g^Eh=v0?5eh_|QbWlS={_~;qSQLz$4X^Nl+Hgv$qGnn=024W=s0>l(G6g?vsb*G>
zgQa=h<9=}Beh`D1{a|pWPskXk=c|K)NSa`c6qcC+V8DY+!sS+>WV?eOn2g37;z~@q
zYKkbogL;X)p#5YZs+)(}XV36)FMbffG3XAk|1C99(Ou?VPE8GtWb2hDd*dd2tLvFe
z!lyHf^!ofD&Bvq6sv%BWN$96Xaof<{DG<s}Gh|%V=N80#kYFwr>N>(YD&`Y1Gf}-Q
zJxnSTVST9{kX2Pha7`%yU%h<xActY^j8xR=DpCysRHyZeCpCK|7hJbb?KDt#VIVK;
zAJy1D&mpbq)PJtMgEZpjpAVQIyX3rI-&lBbyg(dk9>)1Y0|><OK4}jA<ryj=7hk`5
z(6O=gRb7Rwd81O$YZy&OhbMR$9UZC9b%!dy;8(K+o&ecIDf1pMgYE;P^6d9mMp96s
zgz!_2Bc3$grb7VJS3LHszSk@)U7hJSyOi;`U8IJf@eoWOG5arm4d4s(rqk}#qC|bi
zA5onko`u|Ep{Ku(nmpI_CkndeO)q!Ufub$ld(q^PDr&2{d~`zb@kedn1TGwphCo3j
z1tyhl?(B4m-yHHLToo9A8}v1jdIleiyF0x+OeYg>%v^I0@#^YQkXBa4;^hO5mZf%f
z>ADThRNB{`7$--Ycd%u3z)VUti5ckJ<?a(AkVkjUR?VLIqZ$uFLS&Tw&)}I3%Ne+U
z?iu2~t|J_kr*qyvVefrDGs`se=C%<8V&=vH(0(+D3)|paZ+BN$;YJz)Uk8)7=+-uy
ze?=Ocx>e5Ns1`mV;$?8dSU3+?(jx<LjDZX#reJv3XJl*#;6uzOJL2ydk*yz;xx8<K
zrz3XO{)+4*0AQX3!WKV+^n25eZ)f;eb6l?`O13o<uY!sUthgnNUxzU~e;421zwWJV
za(Fuq_*TrT;rBj!+B;B2Pv?D3v}}glk!wk2#sk&EU$y6a5f9{i@xxqe!1`~dr(Z3l
zrEvfiPB|47(xUTn5@$fX71WF1?JL3N5If$|2k}G`+-D~?fE+o&?*j)(zc8AccM;%5
z=fo$F{F!n<ngX38m=Cp5QsKUc4-{M8NWu9pB~fsW)~709x*qf#Xann!EeH+WqySms
z)oh13G1L$@u#s>5?>&V6N)tx&ZTjpMwZ0b*oo8}R4{Z+G=5J<FH@B^Jg&`#{;pD>I
z64p415X$w~wUtLQ<OG}(gI(%z|1Y!{{EFT0zKgwh0F8mny~UtMs%=N)_=`us<>~n1
z9E=%mSU9#nSEiHA`C0N^>z+w~!75Ha?=zd8?n&e*(>agy8$L{6_r%~RqpClI*8FV`
z0<11D-1;zwiQ4ekA=TAVLyQc;58k(1r~FZt4%$QV5uCl&w<g=B0u3p9a!+r&GQn>y
zgK)R(-uk_~lE`|-@`&=vvd9js-^1+z$ixDU2Iylc`qG}jeM4oneT(<jkp<#}Gb{g5
z7Y>-eBsBbT#-9Tlr)Gb~{*G}`;g0?4O(_|6Amtn(8a7{WL$$+$T0x6Ho5&!@kzOX4
zFedoc7@e2*b#%-q==4w{GRJlD8E|}xX_#*K6@gD~zP<Z`NSgFL+7&_XZg)`1Zitq}
z{_c&8U-q##5+A=g7<?;Sm6AP+?lA|YoOfYpE2)P&eXWud@{}^``_FH=qjebRXy<pb
zetSqW?{%R6(e-!zq=XZGA?l&8PbS&0Z$9n4TT;JS?t(wVwQ2mgl<6Rowqq76T1m;v
z^y-{qV8E@X#TRSu=(o*&XR7hSC&HiwL~BOa$6HtU#1sY(_A5nFHzq%{p<N2i1qU6g
z_Np6$#prj~TC(SMY(ISv{@byA?K%Oekd%pWs^~2gz0!}oX<F()F0-Z>U;E;2TS<F3
zQA95+>@H&5_+?Cpv<{rqVPK+P`x^;8I6pvZ#Cmf}kM$B68iIGv4YnUAkBXH!?^6K!
zQ{=Pumr@|`v=|%6e7+34{x}0d*v~gMXHIuv#_br&oKmeV*Y6G=o&64oYKdz5XdADF
zngUed=IUxX$%vo3v7W5pbcoeXv<#S+y#f5zA1Xo_bdB-fWAjLQGjBXDH*`SB)}g^?
zDgL2*Iq@lpSkvW!{QfvZ=V>*m?`}fFz~b;*xXESx%c1=7ld&L&y@QmB%C!_enZ$=y
zI!4EUq3Bu$%Nnhw-1p&U6gz=Shh3B~hBtjaHvrj6x~|_zA(TyoSX~9_PaE#@+Bfbn
zr1@>!RU5e8J>&XwUc!{k{+K4ib5UjB&$*3Sdp+7sa-X8)#RRs2^DmyKJN2|6p4~zN
z2fszAs8PFv|7$R=1^{Xm@KguCP=xVZ2pEhQZ_JNZm?1((+X6pX{wn@%EC2X(`51JJ
z1^Q%_l@WgSH;D9aIwtlz&y@TQc<oTmP@)V^3l2Q~Z;KlxP*Owem^U_KwjFU`IH&QA
z*O!u2tyg6jXz__r2uih2ySWJa3i!;;;ln#1jDYkPR$7V{%p2OpT65Om|385Z{ot&?
zFv(?LZg23$a<?Tnx9D2%z2y2m+El5>44;hh6=TX>Wz@qWXEg|HS+bE&R4`*^y<a`g
zSNv?0kHn*OjkQ(aI=r6eYU;7*+1lBf<rr9{#Dlr?h|!r>$6ch0mfgo8`;}EVKv=cg
zrQ&mBBs-+>Vqtw9O0xSIzMI+~23>f0@ac5%*Kg7s$kW=|THGOmQaZIF$qX@#o!y||
z;6<*qS|Q5;FczA=CmRP?P+xD#I_@fp*^5UIQ*~r}dU`(=H@qYS$AT`OLRI-(NMgR#
z+}AILq}&DhmS&fEtyLz!Oxe>BLo1jO>*UGxkEk}efo&DHrx{xW`M3MOey!)^jt7Pk
zzMc=J@mL(r4+eAc(b2%1`Uf<-Pep$+GZ!vSpOFFAEh66*-EdCB1k>{YZvx6RoEpn-
zz>$7?u-=Khkj3Qodt;=*_lx81FzEA-Z{8^Ce!DiV-L1ckiGAC2dt-;)q*j{7-vAR#
z@{WopT5U2`>StqRy-&z=8R@h*OGt(3d2qT|9B|WH@J#0MN}qMGmz#1H<lCF^Q#feJ
z4C%sq7l!wDFv~v=?jTK=CcsJ4!(=GJ{jSzo7*yJQ=OWX?RClg3Y&*k3nQF56173RK
zpMWu9D&AIlY`p%!ab37xk!4hx8*n##_n2Btoj&tc;9(Rs<70mQZ?}qBQW+G<B=;S9
zuNxxQSi;C=izPbCPqD&t^uwVGm2_<w1cZc9ZGqB%hl&&C=f5!<j;DHeB1WK0;wtm(
z{gvO2qzmUANXuN%KqEr#H`AL>=Htf$ulT>{D0MaT5rc8W*BX)BuH%`f`&g@!KV~TX
z{ET$DTQSa0t{mh$J0m+T4e5p%6mtldjxIePavJ-6vO!QUZq&i+X{fN!_V$mZieH|o
zuOHt!UHduKl|Ci!_;ORk_Za<-M;WuooqM$|2;$ykZ?s)OuHd>7*w5c_7pLQF9v(uj
zoBD*|Bs6lFvksw9X@;pvQ-9OJET%mqslQ5@cG&|cO>4MCA7$(N)}7Q24VZ;SZ?Xqk
zdLzfrJ=)zY*J7U>2tmx_f32!f0glcYEf_k}8R2<Rb(-j|+WI(<-DB~DFE8IR$F`Vz
zNTYXQd;3GsvGV*bRpQXmHbMsObnnB57WERnb}QD;gd|D9ftY{x<8I5YG<qY2v5B#@
z%{k8pHtKG26my5~-uuNU5=Pfegd6xI5g%&U61DLLI|RBIO^0)v_S}yWWk5&S+i=K3
zCTxM@<@*v|E{Ty}Xlb@_Bp%X26C7AGNzc-yrkgN#Ef%bp+rArZ_C;SH+-xAjX1x0N
zR*DcCvk27j$!D&Wf!+7Jtv8Rb@Mqf*#t3=GN*5moW#}*JjC{A_4ak<HBL=hTbVv9n
zt);%yNBPRD(#6B3RwG6Hbo2o-^0f^m9+^2>+3KM2E4oLA+O!SnpKI1}m)&?06Fk)%
z`WPUoeT`=~#U+>6KYGT;;e2=Mo3WImBj-qwhKwudnLOT*tu*W4DP%Fbji#pN;WJUl
zDREx;uv2v$Dn@%vMm9=zeLb6#OAr(JuXn-U%Db!os$u(<-<%I#xaHU23VesnSf@D4
z?H`p66yd;h+}_Y83tm{V<%M3s=j7s2(=&5NL5zzF-~0{hVdCP(D4azvR!vu1$;XG+
zZ_4$~rnWmNm8?d<RBNEo@9Xy6+{vkqTW0c_c?x&!=lp_1>cW9Fkc<qkxw-j#VJ7m=
z`7yKZ({BNWqz>t@J+$0T2ibvg0iLHyTdRGaNQ=9=dSx7=udY4Gd9(Z>sEz;X3z5t<
z_vf{zZJzJyA>)-Ej)yCnxHS8u2SF=x$Q=QVq6akH&%TlpEd`H{Go<>9t12n|jAfLs
zLT1{qT<H6alo&tUp46@iPtV%=;o!}+aOKsn(f<6P1I`TT#)my1O^o;zr@x=FZZbVR
zJqSajCW%{0p5t84#&jiF4m<>249`oA>?DzT%JFwQA|I*A!qp9~xrr@QZ^(k7(^82U
zY=bQ-#6CyQ8HcJux`OHx|B87~Wg|fh)$95NmTO^GjKjh@Q*`=Y&ifnmx9^<hn4rV`
zo_LoV%oge8-gVz;q!S72iPr6~iuv@3==4-%6|p`tf-Aey;5bkFL@Pwyoby&oW;G$k
zg+LGt=JM)15OY;7k{7e`_!PJ(QN9d)=;?HIPB_E^`qYCo3v-9QE}F%2e#UpPtgD&2
z)fo}N{^Hz;)S^%HJ!Z{hwx{O4EQ7zjXq0x}6JR+c2-eMu<Pq#EEZe13?)x2KfeVS`
zc7yrK_j`>U?>0*q2c(N~9S(%petGucv5Y)?V#|k|TrY`l6|E7e`(dF&y2@R}BZ6X-
z^8QAmIeKo;A%Z5``R%NlBe9;|!-R^bP&J9yk=h(=e-bk#EzolVtOv7*R5O}_>+8*d
zM-(mvw+Ve`lmohh1OAYPk+X|SKw=^mFK@Msd{x*a*mB!p_U}&E38)&`JMw#?WI%27
z2pD1fy}N(!aC*w#qN<qZ`7KR&Ez0<QHCBv|l%^daK1W0)O_1sP^3fp)7^xGWkN{jo
zmfYJggCry}!iafh0a4zi0OzdyN{Y&f0s>T{vn&iEVXuzf>QT8|i*bqsNk7qIx$Uvj
z2@;Wv%pC^iLdaT3Yo%=m4|@s%onx+M&a5dsktW9wk<ap)3Ad)u-&RPJ=GtZN4n@-|
zDPT50#2SmW%g+(6SAz_Pnt6ng^aWHwW`EXZO0)-HS^FHUKiOKqfOg4Y6WwhKz}goS
zMvRt34V7P+eOku<J}DqRSi5fHxafW)%urbHa{xhjnd@{PL=#yUUO27d!?E%msI>zT
z2~{Zj(ag8|Ja*^QU;!NI*KOSXqRsJ%_f4CO{I6_-GsiSZ8hVkS(RW^rxrjnH?khMx
zkL4^nF7-9@!lK^Mi>0mljlTmc{|ya!mgYITe<E2PP=`GCeFQ>1-qOyMZhb=oEpMA}
z*eB=Z1G$-RN+we$${@d!AJg#=UpF*^J&_hA1w&JgZO078j$yb*$aEE%9gq?RH52%7
z-BP3_MtPIg%pnr?bN|Ryz93E_J3XX}9JmV-qaLiNit$f1P042_S($4JB5%yiO*f8a
zk|bPcR{E_1Ncwuhp+_$*EJz+2<w+6$VG{}K5OIHpVL8z8=Q0or)EtbGl3cDk22?Jq
zweaS(r#@pg0wWtlLsebBh*=(dx<Hm0x1Vl06!JI?<MpOaQSW~9o7q@(F%RyamF+v|
zKSQHA_m84s{*&t9-w`yY3b~#>SsQK;nV#{a|3$7<VTAG;{kaIg2Y%gU$6X`#>+?-9
zFXYz&tN`s2Z8A7?j)3at28czSM>LY{SY<|V=FEy88+FVLk3?e#A^&@=QiX=A$suM-
z_I9Q!vTZJ`fj3q_a`O>)%a(?`E3WMEmIe+E3Dp8VyWM-Wi*GL$!ufA6xnBm3OqxOB
z{_Hw<I<0^OqET%wf%$M~^0;uY-t_IKm3>mGjxXo6U!Z#al!R12X&V|oAXI=g1mUC9
zPh72fQN9-rCZh-C?@CmihGLEyeU1qxJzj@B>^Lyni4g1}G&7!aNfYs=anRyq5eYJ5
z@}0w`m$R31R%%>haqs#4n`)+U>{;tB#lr6a?fJ<%W{{K!aqxBK=cVgj4e)rM_@zlu
z0jNOaF+;nAdwredh1#6lOt&m>A7T5|)z!wuhs@sfXw62hI)E|T3GNrsSiHuqev#bE
z!G^$At(lHZx$XOhRBlga8`#xE*P~ZB3+<t>9LV^KIw5S+?QVMo;J0znuk5q}%sfH)
zhW)QQ)!*vPoEbP`gk>04bnIO_<SGUXqi(38V&C`lHQjjDc>`G~zZN5_;Ue6xw#_Ue
zVZRUeT;=b0?DD=gGkXHeqhvrJH!$FpBGRq*JKeJz`SPlL!PCG{N(y`I$_sl2Hu8X~
zW8(m8RqmYvnyTSyzf3_`$lbOpvdvv;;E8kqjIQ}5wwo!MCCUO~ex?F1VP#i_bP&4s
z76-ide;$b^34noz_8QN@|GIBAf0T1m4ufVVWj&VkLE1@2P&B`CC4%WRx{|H**+o4M
z5CU~c+S=2lJUY5t1XOm-t;W9#wx3&D-|2*U4%p)`ZS~c852#n0fL-2&eX`XYB)CnI
zZSupURDX#0jZ$zZR7U${mDKH#eb#ypE^Sw$oJ5QM>0s@$Cy#k~6<mp$flbZc0$^mx
z1ebSqf-+{T%~p=0s%+1Aj%b?h?eG6W)n_07&)vnsqihI#o+||DkD{5cdwFRpp1c#a
zO*(j<evkvvl|_^bR9gKaFt@1w-k);oRm-JmCFaOI*1dskAK8eiD#g2aUwte?AaMI!
zuVcCdEN3S|rrqy<u2ufb&r?XQT&)D8oSq@+!C55@BoU{@PEAz)GB7&2dg{7eMTt-I
zrOHCqLyLt57>XFJa!EXcl`Cu1D%@Qeunlg?ZjhB9-rNc#(_*)5^-oxNSEI_aba2>q
z(#jPIHA8|!$KK%pO|HY7aZEx2D{wrd{oGA@?;fjmviD4*KLJf<M2qhu-8X)g@fk6g
z#tv$r05es~XnK~(g_s}APStJ5Vbiax9RPDes&mc-+Tx2vfv?&vG=rwo2bKe!S$0!j
za&pOt38+KlqaMn@D;vZ-FZX{gA&0W<UiloHQLr0(QtIi&uIb9;p&?G!N&Y8YQN3<F
zf2w_R&Xq8*9n$2v<&ph(;+y16%libCo=~VMaf?L8=~{r2Zrw^A@CQ=KKM2&fOAqua
z|065)#QDNI9GYFfin_H2HCA|vu@7i6aX)wKWNVeLcaOqDqSWNTt^qfIPxcV&=l$<9
z@ab2BM2t#H9mkt$U`Nt9>w%oS!tpfZx%Bn-q?p}>9tpSk^|zVIwZp@F`&aQ)NdmiQ
zD_6rLyWdJ#L}H(ZhQ7VqwY?b+OT15g1g5r%MZlvB9X?bSW6Rvmkw>N^3HnB@u`J~=
zu$4whIxh*LmL&mw3aexTA<TW3Rfz<fm@0sXPVsLYP|-5+zM}O@aJF>H<Tl=DUQ;aN
zVOw9{eVqyk5~@H01ATp_p!*j%am?QyQpqM*k7Cb{SBd68?rJu?WEd;ox`Spl<#bOq
z9ZK>jB!s<FKK`$MYCQ`(%xk$>#Qw`xOUhMbU))UjW_`8`z;r_ko=Du@ctnW%)n<6h
zrbwm65aA@f%HS+h{Fa=I*Mbk56!!;LoTOv7>^t*EQJF38pL{26kvMR;C{e=eb9&)x
z*Hr41a#g!JltB*zFBM+x8T+b2T)SOKM&qlixVAv@O2NM<Q;la*KF-2l+Ad|g5&B59
zB3}#L4}`3m4dFCBGc$_ItL5$XBJ7by;|C6ZS^_d!CgE<bB=@NQqXp>uJR|Sz_sS&x
zhl{n>!4jsF)a9Gw(bcU9GOaH}#or9`htD0f9t{+{lwDr4w9VLZH-s;zY1S%gdYD}%
zA=xwJKYO5!s4+d-&Q&z_H*|RuHR?7!?&-FE>CVVL=R_ebI>zT&TJpq5jA-hc3p2BP
z4))mj^<!<MfH5o+b=8xLb*nm<NQAd49d93~uehzZNNTM$(Ag5)38>&%{%Z1&>Aco`
zy(oRM>DJJ-r`2iAWB~}3@u8QmtOnV3M?ILkHwwW+9ekYbVjh(^WlRd{I3LLt%saS~
zKvX0;c}X2JZ4*<~(z&9sp+C~(DQr9Li0!c>CO_XsTMZ}pHNR87)!K?Gv)^o}mg>%q
zZuw6sP0L5~MLk3k#JjGa5H@KuRCF8`QAB+38VI3;^S}MpvtHtBfH0Wwbxofe6i)A}
zvr*$V8?k7b$-~vIh`(|8F;uQ*uB+85M<(Pay3+r)@O0W>Rn}Q0y^*llYxFrdJ^|Cy
zV(l{S1a|Q-5{~Y0C|v{?;Vj}&8k7LAl=@JANXM5&GTuGArC*SV0gkPhC$8WwFV9IM
zb}Fz(8!IXVblhR(iv?+kU34h+fPkQRWHFBT<uj93O1K*p-<X9hwQvQ%=}XJx=KyPa
zk3~=yn?-Qk1l9rxnp|pOawb92v@6>+a(zCbtmhQL7XE-)0#%wiF%W$F;#nvyQzmm(
zd$dmHdWy6$tjfvxvUxG~=%*U2kD}z$`#&tKkDqp1(fGn~>wfv#sqk4`(^Cn1^)RhE
z%LUwVh|SrBlW&t|4Lh|ygYzg~ShpaM`cPHFgp?8E#8ASUg#OH^p$U=)S&OY2aGq`V
zZHdm6n8V48?X%Sse$(MOk^#a8lg8M0w;gJurXiDXfw@g@yDz<^?Ca^zd-A~NnpH;u
z5Jp}i?0aP3j-KKYdaNbJ&!VBb_^y<3qT0r(E8e~pp<O=3#pJ`ELZ|Wvyebl?B^AMN
z%dEU5{<rPp9K%8ytxBkjvzTOll7lhaA}wToe4pj1`WTO9Cq=5}oQ)>Ck+V#S=<a(x
zNZ*_8x-NBN$RUd_M<YmV8<U^s4x<kMmr)lVA79XAfV!5|e&u{N9qMH9;Fm~(h`!tr
z-`k9l#<lW|UdUoum)j#W9GD|C>5EC_e&?O3Q#yyuEr@<jadFKQ{x`uRB}j_(dHOm<
z2-WeqOwcjSDa`f!MQx6Yb2{lSx0PPsVh@Mk2zlL~jczwen`2jOB@S??a%oy;Rhq;j
zj=Jr7UH!__%J}4UF=PbB!BOI^gRa)7@)=`<uJ3kdCxPA&=}t~K%ik`SG~&!k;3XPQ
z=<$-_d|-a@+x~IZ9JiY-=v3D<aHVv<1;aOx4iI6q^)u3Rf2k!E*ZIcrU=H@~TI^TB
zDrWq|y`f1_R{d@S0_W{|GDw`I?WDzbyEq(}<r-wRoU>Sk8L3*Zw|u;=FEM}_clk3q
z_=JFlA_)0@$<6q4K5r*fKdtP1y1O<PIz%!(Gd-B~Qe#WZQ(E_q{Nl>W9mR*~A49s_
zD8=0$*@<$>eeTBO@z54sy5GkE60kgUMh?EyqtR-A??vhXy4Dlpp_muWD?YeSUa>qb
zshFmEu+05NURK#{Qy)V<YUT%sCAQ8I@+9QspRkE>Og6{Db8@5OLPOMPnV5`X8vIhe
zV(qrP#>-b))-;!Z;LgZD@QwOGiP)8t9||$4fx{;4gHKjKd2fX<<>^kufv4%&5hQSZ
zFIZj03p-)mfXSV%7tR3N;LbYZetLR(98hL-obGeT$nzuz2a665pVp+>R_L(2AMJtB
zC1#RNx*L34WZnTTUObHMQcJ2~ODzAEI_BuF)Z=r6O5-!4!0Gwzmj!8CqY##bG?_7w
zwk$ZGzW=<bX4WyS%A)&N!Ii=JmRcq=ox(Df0~h`TM2j&v#o)bFKbcMM?;Dt0(&bOp
zaF-+{E%cm+9dXXf{o9dw?fj`}J><;_FQlKnua=E)F20p(&LI~+#Wgj`7NyZx`v!-j
z!oc&>Lq;i%6zRBF%n0bq2Mt~`il`vm;OzODKPombq<~09|D{-R86-DMx9*};)}@|8
zjmsmizycUFYUg3^RCs8VXA8QV6U5ka8Rg~NWJR7HBl&b&>iJSyu2R+%yciktP5)F%
z?oZKJR{1<<<}Z5v(v_j6NkQxS2koRQF?)*scdNHUi}8wOJOEhabmI7Sq<^$b>c->$
zgBHLxtVv-8hVR}z-kFQ4d6#iWO8sZ7%+hM=>z7-_?cB!_ABTDQYW}R70<Z7aB;4H`
zNv?ry-A6|+UZhkLx~x!tziikZYSIJf>x<3-rLj0JW3(`$Uje!D4miS+2+xM{x4%!a
zloKiL;`IZ}?$;9?XnTVTQWjpxW^Zo~5a=f)y>El(1k-;A&0U2ts~Lwt-w0~rJowDw
zrR5Bq1pb5PF0E-j*QjVp^mb9A5;|ViogD-iqh(GD4?1|J&Xjy^>^P*qCfYk0X|3Bc
zi*#U5{gN-ULA@<=LfvRO#u@P?R@&IpA<~d|6w%o#7WMK_=L=CNSjO`U`N1d{Np_`H
z;FZEnVub(>(da;7lP#eJ|N8QBXx@@*Y9>O@JkJsoGks57N^afU%mz$%1Z<oZbHS5g
zfA-osuvm1)s;P(&Wuk9LaRf&<iq(sAj9T1@0A_w_x2RWYJUX+os=Z9LcThJ?CvzP4
ziwn-G$FKKTE3h_#T`W{hX7-tX$BLT;sPpGRp;x3!D+OHY2sg%A)iII&XDK1<HFg(_
zy|3Rrz{myW-N$q}i)6JPH*PO7&+zZ~Ox>-sCIac4&Yt_~!tPb}b1vi85Fy#)nNY5Q
z?2$`a+J?Pjonvl`X~77ZiwruKC$fiLIi9^ERZ528K0abYUsc`!qbW*5*qFMxYEDSV
zGcli{uc-2q+wW4a_cFgssyIG(mpTBIu`SYJ><JnIWc08KkggN2(wiN5rcgMmxCNWn
zNm1a3t4C9pmnjGqX?)+I_5r1@2xRJ=wHeF%+Bo%dm}JJQ`4i<6oo+@@VDTMX?{{@C
zCx-$Qw5W1$5tM^P`gPIZT*}Nnh(8x)_dz+4W<GV-Pqz7+QkErBfA46?$YF9sjaiyl
z<j=AVoyLFmIIW>jjq6P5u$#eQvxTUG7eMC3V`20;sC=*?QhsJslim@z)CIlqCMEQn
z1h&^Hxwh-vz_0w*mZ&o!{YA6g!PD&=DQQuLZZMZsN3su@vYkLAghw%c`|A7#N~{b^
z5*wqoB4M%Ktu3nPBk722xN6SUF4VR2v$QO`CHH5vBVZEtm~4{xxv^wJ_(Oc^#?XDp
z>!kG8u?z+c2Y26ekHhQKYTjwMkji;;+NVhz()dhVaMZ)5+}8_Ec0yBjBezSftkT?J
ztdjyPQ3BrmizQ<QX`J#6&hz!}=F!8+(&HOI8#Ogz3yuksIp`1zfrkveR<D*ZD%BgJ
znw_Q2p<mC}E;JcAEd!80R!M^Ehs=t^H3bq+>eNqSv<15<IeNNQw!t#Mv~k1(PdV(-
zCW0+A9ae6F+$pgduZ;h-SSE{b10(6blsa*opDsQ*t?!enb+`#Kyh&w%Yh*ope6rJQ
zKSbG+NF#q}vHZZS6T!i_-e_sEmhmwkNsty}L7P*Kd_O-!ED&XL;_`K&v$vQ1@~IvE
z&TM4IM^CB;L`#;3xRZ$7E#xHTX(#r<nclDSj~_49^Oc^P&aIN^ujV&@RlX2McnW8L
zSK`vNkk?pF%>`gCeR-Mx7!-0(M1l;x%U+Oab8Lp)Z%vn*QdJ(TaKIQT*VA%kFNubE
zgNL26D=?)ut?;$|A>=Oufz#D|mRC_Zq;A~D{0>xc!t@QYF)6-o+Xo8f0}P67wG$VW
zJ~Q`9QxKt;5$42d8O_f!On#Hd=s^&&4S~=UUjYwmep%fXw2>ksGC)W<9O%l&8}=48
zXyyu>o_f(`$VOPynBC9KsV1eh-l@z|v$d_34evkMY6xm{Q<-BOOQ;Sf2k%i!8b!_g
z2P}9i^@_Z{fwCpeu<tjdeAYW7R$n~6d~P3u=n(fU_X6)r_!$m9ILKjTIhb-0G(Q30
zNt!1XaCVo&r5?Nu_WqPx)yN6pOUe*WTy2qeI&mF#_5erc$i;*ggZUA-m~z09G+YYh
zG$YBzaDi(q{BTtfyRe2U!6<xsW(I)1ZtQx_?bz#G#DT$B3qJzh)xahFGd^*==E~A6
zw8k#rP0tRdPUeeBySS^Qq^j~Qbu$sQ&0FK6!LMENc$i?O<q9{wkzKkt_KX{HE-!^m
zhW;}!XaYg58AbpeY2*2kA5P8cPB4R_pm;@9-Rl)1TIcjc-&A22n#sD7uqICz0F?>?
zKrfG>FdRDnK;k^>VFJh2C%}QshdYcd&eQj}Biyx|ai|0?!2MA$SNWGxs^%5Oj3^)y
zMxFek4WAZ0ky!eSNa(dJeLoaWCr{^nwC8lI@x&<b(iHvFa{+7buqFzVbjiSe+Arv#
ztW=p7bc;^<)vxS|rm-E!Kd%v%xY<%+H}WE4EhZ1^d#hIKVO5Js<DiyTD7u<iSQ86-
zJd_p~o>(C!MUE4`t5YWO0ZKJjX@zGqI2|~Y;VbEhbqC*yPNb8q8t1_)PpqZ`ePd(B
zaN1^ZarHW_+fd_%it)7mQuS<;>E;Uq;7EJR#lw`pkcQxDwRhse>bEHYSpJpHdOAd0
z7Bd4T2_ccnQkgBAP6s36rFvt;uh>Y5s1$jIkc;ZvZC<hwD?4pPN0cc|&EnjC)7~K)
zH!w4oNu2x&S&r9Q-=XP=F)=au<7rEc2g^9$0hnnKmHBkt0hi_kZ~C^xcGvJNxqR%$
z90W)@%nuE|ffms}2RS2Fj$HVAbSU9nL$CLKN6}=x>cP%g)Q!meYzv>8!vb)Bn{g^|
zYBnP&KXk?wvKQ+}=0ole$$tjWy{@h<+73MFCK^*`VRtu@hdy<2lWT+4`j6ZtuTAD}
zAJr~SUadg9cguC|z+UU`b7PH^{l{jCg!|++$80Ssd&e~6n4MH?K~_wh=o&ssel>bF
z_oEfk8*O2QeEtT6=TIsM&qr=wNO?TdSYb34yGcn`Y!^u@24mwBLu7!l@)^3|c#+xy
zUs)AQ6!6f{l6v-@D>e=gh@3X;s<q2_Sd$=X1)U%F&7tqjHtT-+wDhsHHR@xr0lY&Q
ze|~=6!ilzcxY|Rr_xiJMul8)kA%!4SqixNhFmDV_0Wivz1wdjD?hRphBK42UiS40s
zl~+SCxRZMq!0)z0|LAN>1($sA_N>tfOfyfIT3qqjyX$8YSA8>AgR}9hR6&z&VWvDD
z<osO#1p(DCwg083sw<K6EigT!tDD!svhspwU*W|IX%OYH3uD!c(Q~@IaaTf=6`rfV
zPolcwf4dvMR@xC#;C0SVATDVbxD@Zot~YY;?57qg+&72Q;Sg`jNA1*AzWYT`)4Gxp
zAj;SXEoHwa9ef>nk5E4hniG;D5dP<MAHXb6<A?JPOgmyZLn3hHQla5hyWj5*#jqzd
zL;gO23EeaW=y%P3&9S|6p{Xg01)o7sw=m7gZkd4J@5>j@JV|4J5A=@m*?LJuEj+Yv
z&d3S7b9bi^PU{g)*O9b1%xLogqb7xp%Kg^_1m$hrp6P$)f2?-JxTQa(iZq=Q6!c6x
zpFE`uj94LJ+L%h#@Gd>^Nm>1thgNMG@KP6cZ9Ls{M$~b8Cn%@ECg=Ptp0Xp%dGe^Q
zP`p0{#^?2}o}Pzi)cR1g2GD@FZ+EecX~Na|svOl_oU&KUq#?e`gGNn7!iCulcr*=x
zJ2TcPuAC|^tJE@4)O8Ujnk9u&`C;8o?5WeBbGt9sL88y;q*iosB-0(zHjcD)m*_Jj
z993gl9XA{rk&@juBokPz&0DK-4!w)}x~XStznqDmUnoPu_ru`eG&t*^gW^n>WYn6o
z=#|%pGSu&}DrJ;&^UZBa7Sw5XuUc(BP1c2lK_P=P-c@9RUVPSCY!P)mjUwC4ck4tj
zLH)3dY!&5^r_EjA3{~1qDH6|IIpYvl8`u#TYF<?uDb~czS6ZpD;xv5GKtjG@V@qv#
z_%^C$Nq+>OR7YzKw`iJf8Yf&Hyou{AEld`)!*AK1dN#yfFfHG;Q&`eE4HnX@yt=-2
z!fgk&O`@d|WJH%nS`m0~dPPMuh_qXB+imiF!c<j{4>Elb`#rtBWRg4LB?gJrdYk7A
z9+uvI+SL-q#%i^;8tC9q9PYl|>u(bBa<d7XzHKD7oeWmrNUrpYzaJ}Oqhn`(=1L@s
zVp70qKxR{$SXSQYY1wP-XF%M*eOx%BTeb024$mg&7Qq2cG=0i+n~bk0pLNt|hT4_u
zK@SgDQ?DK47+fUn|3WRonHibo?QLgN0FkAmt4_|CEAME_oCGA@5)m}LDO^!<w=>$|
zQMPsdM?eRJuN{n9v!@Ojx#DJ1OT47F{thgthm&EddMqL$csL|9ZAJ5asOv$IJk@XH
zd7SfHE+=H=;ii)Sz!zEet?5K1Ky(a2vmYPvu$f)%%SX-q7~3Z0vDW1q(%5=AGQGVv
zR?FK>S~V-BXj$brWJ<(F5_X4V>x<IL=Gpoa_OyYD02wIL%5$-xsL2Sh$+CBK?*G}g
zYlV?pSXh|$e++o)zQEZDwSr1v2FS`+e{s^hk()xY<(ls|<>cPoU;2e}bOv;xoV(Tt
ze=gZaLiUgJYfIlF*hn5w1yULyci1XTo@2#f|IE!@<bHdA*L!*fVPkTkB6Se&3^H8h
zS%?eD$sN1_$2il2_;iJLF<~0?DL>%B7i-bWfUFoSn4v2*oS`yO{TlZ))MaywFM_gx
zyeGkpfJ(Lkz{cok64&+BTRiC^935fAhGoRR7^j<#adY8zviS)5{f<?K{Tkw!ZQu2@
zsM)_o)!)CWV?Zpz&8#GTbp147xkj||eT*#=qd<V90Y<dsi@@_^C9}Rse_452QW8K@
z{rO{%17We~Ym5Vj%CLz=%YoS_3E$b5+%Yz1>#O3YJ2r1Tb{v^@N7*A=p$33%qXo3U
z2OLtfznJ#j<YYic@1mXKPlwQA%yqu^i`+gx9Gf`gv6_0r+IE0xvVI9wHU54VjqBlW
z;1lS8bg_&Va<KO~d21JO;|Bxh2{7a$MYm-uX^m{@HY!2p%HLy(Oujxe@;P+#-MsDm
z{E0tJo~1=7^!bg8Bonn^BZqvx66W63DG9p?LkEgk^_}{n`!x;W@G=Ofe+0MGd~ST%
zhBSy)w->>blovxhl=@XUo|Ueq%<)f>Nw-C~e(Z?r$jZ|>3;%CL4DauuIFG@z!_QWe
zmAFh%_8$xyn!q=aI`0f)G#Lp3P8l|s`&z~J{E#w3T$zZfW1f-OG6ec3I;|{Zzdh8u
z=tR!6rt`}vYrWSo&lfFIjaK2WyY-*+1;V8A4}iwYew5YtZZPLGF}Q>A9H}&<ToQm8
z59!)T7xtz>VLp!PoTUb1#2w**VbDAsXC)Ci=v3HQI3DD>_v`7}l~NA<L~nSz*3yZ`
z_64U3MIwrxI@t!6?_o1x><>P{qX_HkQ`rIC5fY3)T73bBGt)~*kTWXPuh>_OMKg1g
zW^^!vn~3(+uJzM3*ir}W+E%lrDAwzf#AW3}K-0Yk>t;x!>mIw2&ux{|1lbR_KIG)G
zl$!<KO%ribbHy#(v#)X1ZK%b8Qnv=ENf<}2tvv<2puruKqUS#!FXGc;p{9%9{vccX
zO(#n6-ql!W48?R|8n#@My-^MXJPRqPcDc>QMahJ{!q-^v`rrt{^>ubL{$M_09%^B)
zN24XFI$*)@SzHFpHiLeB;p%FJUSn4>peJ|@Si6<wdFY-Pdi}*yBk-?8(Qo)5tpTbd
zq|2U>slaTnQnJc?LZdfxhT3i_sg<yfV{5|WK2;+a&vu^Ay$HuApj@Jy^Y8wg(mC)1
zjoaGX1r#Y*RaNX;LxoO@yyFdr)nFz50YspRes7EQ=snjh-M+9;gQ(0XQX_`^Q0P1g
zaY13;l#+f}JqfOI=H}6B3QKvY8ooxJgI(7VFn-RC_|!#JE~~_@J6mapC6MVC{>k+B
zC5^dI=Y^klggU?}k^3yzP(g8dRh7=>|FG5fPN<tcaAsCW)pS;vE_5O5FX-;MEO!#d
zbM_a)EZG1gLd5bQr0+Fn2++0pG>OZ~JL(Q(Fp8)UEVju84^8w2CV~ra0%Dz!Qazao
zbxyOHAWf??BhS+_FBD0qKl0!0{0`)9dU|D7V3`4{c{7FSy785gV~#B<v%t>;G1ns=
zrP4+^XaBtgL#WbPk#xknrhZL9>h|eH2-Jks$5)KUy%$EtZ50Q0a*5k!*y&-#VGblZ
z0MOLGW<xb%8Bj7Tw>js&ih;4E9VU?vo2Y^bwTa78WO;nXMFDQ$>{4C6(${S|cfF~g
zpg;g3>-ZYDHC{(BM;DiV9EE(Pn5S+c`d|TS<~iOa>DztZT|xRRm{YmR7tRP4U>b!#
zg$jz4M&XG>BTkxb)B^=G_C=8ZRAhLyPpdwc6up?l)aUMNHwj;^waL^`rPiDbiQn7u
zq?1#bgzj+@14i(!G0m(IW7Upii1dfOXU*FHlge%plz{W7q-=k+|7|anuaa4`OOY+T
znqQ>Rd{;{P>P@7lXG`?8x@2bT-?xAL?d`YJVYxBVM~M+)p4T_KX-~MZH{O+9pnm}1
z7{d0OTdKRa`_!mS6v4xVs0Bv3bt=oQcEETHW_>&UTB4<&Jfiug?(NBtn}I5<T(Hk2
zW!U2W+qcQOH&bs*4Tt)yj9<;7S2XEJCfjPKTEH4ytWSm{>}}I5V61j%gGEYCuIWdQ
z&TC6EawCmi0dAYq;N5$KG1p^}Fl9|lWUz?45)_hBJ9QlSnNJmQ7E$-M--e~6#WR$$
z<0|PLE=?VI#pioJCqK{3Z*K$M_qmNwT3b+LA&+yHD2uTmz{p|QPx#k9BR61#|6Zjr
zjB)k1tx$enwDX&v8u`u)+NEMpRXOTsW^0Y6>jJVm;Om+j`gt$U=r}kq*4LBw4yt$k
z7tLG2?y7PrY{Dx1yE?2%`HD^2MlSBGK=}$)F6yhQoOgthdS-r7CF?yD!`0&Z@;?OB
zSGLiD345!w?6gV9{VR_(3L6fT$glmEC`t<p(!cd*mo*rZ6^+nX`G|l*O=cb7qoxy$
zM}GF|UGP|$5H|brBMi_h%3-`C1rzW=5l)B;h4tz=ca{5YOV~%u0FCOrLy61Z2n1m<
z>on`2ehNQl0FbeoopX6tS<JMO@f=YRam30GxfDs&?IcU410Q5}n1$r_VhTj%Eq!&!
zKhjpN<5Tm%trqkTS9$Nh`-wztdOQ4Gj-RM~5el&kis&78l)<0Y;esop!=!9M2>kf?
z_YTB1ZN=NA|2cz>wsu0T^-sm(E9Ra&WgQxz1Uh<&sL<K8!(ri(!DiuMfb$q$$<(e}
zCr(-P=J(*|Q)iaP&ltxt0Dejd`!2NG>4lCYfnDR|^4DZK2?@Q837gM)5W|`GA0Fjn
z;V&>M#^#~Dl4O0Be|%<~zj*!Q20GEGqT_vXQE_1({n;?_a21kQR5W+|73=m|*HJ5A
z&iLmxH<$|zbyBmDo#*;LOB*ioRs1vfCb=Hhw$6gDAJx4Uu{`lMgunPj_f6$@a4tfj
zc%58iYVBrw)>l@)el2>9jI$WdeB&$m@BtAc=IytJB>}Dm$YaXiVw{#~<%i@peDP|k
z?sW3eF)^%tDK%;v<8O*xK?ECeifHs*O&+Pb;C*}2gaOn@32RT?=ci~}mG?KyS+o9p
zr?i^@gxuQ}#HiZeCFy1_Z0Bqa^vmfm&N%z&cRAmpvMbIKj5J;AUOP*GbGgeZRWu%D
zy=g5?jD(`%+m{ta=ex~s&zq1Gtb&4yC({M9Lfjr{jL7>D%Y(?-X>aWF2*di<jqYkU
zZlYP&R;*dqYm{);<C;7bV_2Hgx%0**b75Z!3A+fx@wHhQ;KnTKT)M8r@_eVKHzOJ{
zTV0PAEg3g$=1i-AE;y%OP}-(;seCTB#=d7zgbQ-m^Ok;@k-1QLw^h<uNmUgnI={MY
zUVk1dyFe^CVcfBg2fU&lEx}t92Y0@7I68a^xV=2{H|3$|p03k;H*-8LQ%7~18x=DH
zgWeF|Q1(4cB=YaL6W)LpDpYc&j47wWkDONxUV6f5>>a_`tV7EvfWfxvCY2m}284aL
z(17%;?YAb9!_QEZn<CfzW=l|WRZA&(*c3P*J}g0`#g7^z@FF@{CM02f)b47%0LhGH
z0NF5lVKI(?Y^~5m{x&3jD|5!8Ulj|v(~)v@16JdUq)I9bEI~n=rmA$j$nEc7P%q){
zN{>0W+IQd5^cHJ8o{ZE%vg_6-KMZN>Js};4`i-E`zY>F%D}Da>)M=p{ESaA1omWbO
zvxe;>;1@CYvCcOHqzF7fY!B%e=48>=nn)*#kB^B7B(Fi5F4dPMJ^hL)aZ`&oeSb@0
zSxHQ6CMMSU9fAM?Bd3`9pi#ah9G}!<0Jx1L-UfZujUWHf0tno>e})QBOi@COso7G9
z$Sq-8-}~0X^|<a^^|rrVVqNwR52eh^Qil8hZ=j$yAfq0gS?bx>;9z2v)_^2ppP?Pn
z{*oBpUWGFxGIg|VYqbLn9GhHMH&*qIOG)|A0_c;7Blh0&{QH-eO{MOfj1~8SRvx<D
zr|a>V`iAaz`S#nd#fY+b-Z$x_hydXX8o%*CuGUf<aLOCfC@t5oYkTUvl(0so%Ein3
z|EPKksHonkZxjSU>F$tj1nHJmY3c5e?k+{T1ZkudkVd4tyJMsqhGyvIKK#G;z2Cj8
zr3=<lX6Bsd?D)mrFHS9MB}+-9$1C^V+|^$<sgGJ(6-XX_c{dXBKPZj`him7+0x#$W
zR7$kJ73#lYDlqzJNGZ9lrS|?qq-KH9amsK?;}urEf>rb(c~R$ZbR<&0f0wXY-rI+_
z8Fsl5$O?1?SQC1Fq5-G@b^@``Tc;kEf8wxgGG`Pjw(jonExGrKp;=kUovhEM5?$ub
zny+pKy)EwfN(}sPqDhm*t*q?n);5ja$K|!~O1jK77&(vJ1zp{J7u2{nkTk5!`8AX=
zImTb_GQ)280{L|X|7c3vTd~4vrd-oHRyl&fG*w}0OZf75JE;qHPEP!wkcZEkEU~8T
zKQOFLo$vw5b93p+J?E|sOuBDbQz6(-@T%+|7I9{=u3iRR?$FW*vdte#;iq3WQQuzL
z^KgDTQH<Q4uqdXM71-w57M70OYCo7CWeu02-4hp^e{A_$o1PFSQc!=1F16?|rY_91
zz53z9Z|xQ=jI7D~`q8A|&q;XHBqWyh=@Xfv3Q~|mmSg`t$oO8BAg@q4XN@mbWQz-|
zD*iwnXcEWAojk9UOQB6$C6G57SAFNk7f;eXpbH~FCr!d3@20n&Vf<p+dl(k8`i5lc
zbvVyp<LXwaC3M16z<$A(S#W|yEe9crKwx*Tv*SHZ_x0fLf5kQ88&}E5MgXzKaVg_d
zo&d5+LSmRRKWZ{la+%-7J&AT82|NYe#WBW@Ii%1_b<ni1OSsZfXB;lYN}7E=LDf;G
z3vKZ&)qiJYpT2OqOKLeX694od@VC(2oIjGYB)d&F+Wh*ZMs;u4GQ&>GU8`{Dbso)S
zY5D#SW>H&Va(Ol3ed;{@Ws_`-l<~uzB%=zoLkzE}OHU8I@nn9LR&zt+r)_m<;v+Mf
zEj)2%Ix4E?3=hqb{(ht>+=_`FZG(_G>42L#?pT|e-&yiA^A=2!0z9`VlNwd>v|IOX
z9Vg$|-#$sMGM)idl`Gy2rQ1GU;g{QOe){AstzU#A&R`%1L3*u0TSs^3IADAW)vF4j
z{76qq^8K!Zz;sfAVf)y&w_c52^=WStU$430Z55-S|LMQx88uae&&_%EUM_+my;+r@
z(cQ2+r?XbMF=@4RZw^9XQ+X!%YpR;jBM=h@S9SI1$kZ8$8t%^_gWaq%yqLV-GSVkB
zTrVYYaG5<ae9bWeC~0Z)CF0>!vu^XOIkq<U_P@M6&%`b#gV=JJi>mhYn-?liq%{f{
zG@W5}%G&m9gqJEec^0aV<Zw$ui2XI3G46q^ZHm&vc-O4c&`@1`V9{{uhnx#r@`b>V
zHbT$2@eIv-9GU33C`$h;fZn8sN1=7xTdiXr({6hD_^hPA-dk;#<dKP;k2t<#mhzi_
z0el7o!^J4%Mor&|Pg7I_tqO@gD(29}G5s$GN7p0{v=3!%W9*U69%@tjmi>y+&b_!h
zRgcFCLpq*Vlr@E6<}QN3fn%oZDo=)@ZLEngY$86qCVn6xQE!(fFJfOZoC2z&@oE>h
zDDqbHJXu~o8w^wK$mcwf$knJXH)}q<Ij^ha{Zm%Ly57h|lviJ&<dTzhkt+uNcNF>2
zKQE^I$FsN+&bgkL#gH7yWzL501v(<<i5=1hm*qd^zjlbrp<+oBa6D@(0i;R+B%MBb
zoPB@Nzr0*Qv(nTZ9t09O;(<^5!aZ-Uu05&fL=c{8!@BP!;)%@CYg0Q`Q^mS~m%X9X
zN7dtrP5r~K(ck??FF|hP6@Z#(WE^Awj;mFbD+DllDcK3Rc-oRhM-)=t%=WPd1?BpW
zKcVm3*%-$#onZaS%NZ$o*~*4gc}(4(^YMsx_iT2ZRJnG!+|L@JV_r;2tov6VuuI&>
zo64wfk_F_i1k1bJ2By~YEf52l)lt^E`hD&w!iKg0Jq>&WS65I2i}Zwq5CHwc!>>^i
zm>l{cNZR!rqG~k;a_VkQVDtO&ASKGBU$lu2=eF)szt!&!yg@;%jvXYo#87!2HD6=c
zF`(XCX(f)FgQ>!CaosoOB$<^rl-ijPl^?}0nedu0hVbR@I+tw$6haIyFFkTT9@)yA
z76}>E8S_t<)4t^*p=Dn6qVhjLNg>_rO&2HD`T-oO6WF=bhYv`;e%dHza;w+sDW`I}
z`(mC5`rc)43oaa1?lthuV>QJx?mo2VT=*#D<KbIhPTJO*70A@Dhs&F1$YSC?L4x)C
zOW7dLObkyvlO*7X=UHf^41E#>=a|-3LX+LE3a9sSX|Rdij>O5RI}=}<O!X>L<@}(Q
z)FtGwuvsc01HHZNynlbLm%Mr5H)X{*DpVr!*!17?@F{I$xncsS&!X`;9$H|mOWsxd
zpyi5=8LzQ{;3Gc2&M}epLVXG7{MP|H!!|)3;sV=$q+_nG%zlUv2G#E3@qPLs&>j5Y
zprnvi4uz;nos}fyw3dR2e0WE#94N<QfpR<u&!n`w5*(5kcA#PrdpyAmiMhh1326xe
zL2J$petokTOthGP0}_)~Z4)UfkvVXwQ7LAit+aM@?;GAQs*t59j0oofo~><k6cs!Z
zz1dU&8&;~lieA@plyt2lgQ>j)fC5yGUPg!u?&x@SydvJTbg|f2o~zRNkyqYK@E6L<
z>e-?|Y&e}6KlIka`s{zc&O|Imf4Ay4YP79;UOyU*F4<@`ReWE>=O8gDET@CKa_K#;
zia$S#wT|jnb>HGIi%GvZNfym78=Qb>j*#h5(klX8^-QTyaHfb2X!TtZS)|v7Qmw{0
z^=5S4B20m&BP={zw!nVS@jBw}c5=7iyWzt`Z~QYE)ylv)DWm_ZnP(dL@kIi(&#wa@
zz6xe+K#xkq=Y~wLI3GNYkZ!WVhrYVKM<+-S$EuV`N9{lnuugsuh|?XGM8vsI&Z_N>
z2Qp#Do0KozVKMy?JW&LkHI5tt0^}^3<h=|cHtE71;B8uriUx`YE!EJjvB<NL4K4Mn
z`~r&7>PlW8PSY7t-`Pe`0b-Q8*Gurb!oaug<+ihqKnMKR6)m30CzMs)@ln$NH_ji3
zo@CN7B9$wQIFi_Rqo}1%!k!>BXF-|h<p@w1n$9I)9&3-zfw6k|k3duvT`+3Uw`*hV
zWOShzQzQ{&;AJ=9`3r@9SRIJC2NEzk8_ploxJRbeQ02;1YgjKlOXdB+%Z|}+Q*Yx@
zlyv}z(tG|AuvbXv`;B4adLIa>b#kqwI1WXlWSy-;6h<tEJH&myrKSc0t#2Uk)Bt5a
zPG;s>Qe3*~RN2|})%Bo1{%Z;ppx4xEv7PHI*5Zc>_C(KztadJc4h`K)>{J7lgly~*
z0eR;yFYku+$R!8k-Jdg8<`@2Gr1iw$RuGI9o2eLIu*VjS0Z4!zXZXCu`o9NqHZX_O
zq)8hL${T50Sd)-kpW>r$Iswd_JE;G{H~I$REBx0#x!#)akU(Asr>cqq)MWm^O7`bh
z%TZixoF8(P*Faju%$t1Cv~{>vsJ5C1-haNLeY8J<zpRc<KDA4cL`l`RZY}t{UqZt1
zZa@juHs3qB4=Z}Rhc`p4>sT0*6~UzHv0D6kZ&Ry+-ZE$Hcs0OyqtD`x2mb{7t0{IZ
zZp&@S;SBPsUh9Xlas?M4C@%$V*Gov5m^dhF@zPZjH6NcLO4`l5+V%}`*GXt}G5fW4
z?Q}u!VZz-rKQCEn^GZ8wD@J=3)z(gB-*_j6UW&S_n{K`Fp>_3A!Lkw{y-mwSxzKk=
zcC-G#z4ZD&=<l>37AxuXTUXl9kFWHCeJ<CX@d&L6vC>qP3+t;)FSP1ih=j80?Y6FV
z2fhE*?U3ajJzio_9#Eqltf9L^NU_!{5({NbK&XLb%go#&RXB!G_u-Bi$Z=-oA6ATo
zPqsB@IaCz4mQ*Xw48B(0qJOw8Q~`=xKLZUz^&n1*ELlVNJUSN=(?X+<J0=4OQ)p+q
z%>>of1l`-sOKPt6s<Yn6l78FYUGzb#=yY>#^Oe$n?*62i`Q6?_u10(A#Pg`R?aAQ1
z&Mwdxu>-JCxnJ7jZ@C&1PQmB`A$bto2Bzw2@+ZpG=B>@K>TQ&g$8$W|_Y<?4je*LI
zjN^b*l9UclYZSEr+)k&m3N08?YQy=+Q1l;O@iRGx)YNyE5Xdl4&ZA!nL}2hlqMlc$
z3KfurxO;M2UdlR)=(_85oK!Q6{m~XE(Vq%#B>&bKPx~^HUQ}Ph&(1f-q<ddN+~%)2
zB?OYWm|w1?(oarCgNnF%I=Y+v*cP4gFd6!%2WYnYRZ3Fy8Lgsg_SbLbs^-t|S)7q&
zot~OVphBsL74)}`dH!WK@}^`w$xqMlHo)$FyvmXdWOr&=1Jmc<(s?ta+rP9IDpN@~
zP}*6aPidkMSECZ~1VE;HNzm{W(^S<yMeJ}ra@r8e04<jQ3St%NgYBY){fKQ*6T;bu
zd7*-;mZQCJgaY?mY~Zu!U!Gh=C<JIg1%JFOp?T1OBM@mgOwJIRBi&VFU?guAMf?7V
z{d_W<grM6;d?=s4?3ix6G~qPaCs1P~{9HZQ*gh|}B>4)ezH0p0^NJrH;A4hNW>f4&
zQ+N8Bl&YVylw3qX-=Vfqc!m)J=;f3%KRGm_x|b};9{o;>WB>c_h#M691+sX`q%#dD
zK!f>}@NqGY7@VrryKABhyAJ^lc2KUC`t>2Z@10|Q2sZm`|C-!C{UvQ6I7n0bnjDvb
zFzq9=!6-Pyj>J6$E}bU82M3I;wq@x&f}^4pB#vIstfrUm<!B7&MhtyocPSSSDdS2q
z2#VU=w4~#FvgRtiV}J4!eMqFv0XgM^aSo`uwvHNZpt&LiTSP!*zrA_GF+Tu|MP1=S
z6`oGA<0@ZaFqo9Jbpw>>XO2ZQH7Kx13D`uwU;uylzm<GOP2NWqKOhNf{peb#-&T0t
zSjO2f_jh|L6GBAi;ZGYss4$_qEBAB)H@<lLH{hUdHy$cr0C%#8NUMHiuvj&K_4{_8
zpl~lajGT5|y76j19(E$yP)PF;32WwzqAOY`SHLP2um=K(!yd?X$pD)_*3RO2GPwe7
zVG|f;|5dEwg`j<67L2e3tveJ{qDgE!Q495c@+3Z&hc0Mj;7(|`28V`sPn~4}iK9{5
zih|aVk8;G7=a5bb@eC4$FMqH&slNz1c=G?&oazt!ct5J7X}s!dpc<awesF^uMN;+L
zZJGJAlFv-dUMR4YTblHg`0;yCA(@8o$x;!->z3$dscXH7G}MjOuDYNFJ!Dt1Vamf8
znkAS2oxAUylX(Jjq7q;Y-aaWgPBweNQjSwHJGo>EY0o+oht~VFK(n$PhzKE8v0@KH
z=@Rfptu6o$r9;a-{<4x)_{5#}JB+RV?}SjobJ8TX18PB(*>E5Tp$hQF2i#6Pl#xKY
z^#KoVWj&T9oyWhcZx}lF3n_vSQ~eDA)5>g>R1|S5di`B9Cu0%kGX!)o#P5CGzWrIO
z|3_aBs=T;KLH85(hI8#`uI)q9)hPF?zj6u$95|rL_nGMdBsy?re*p{t6DOyFD`F@f
zu=QqV170!3?Cf7@*e;}R<5>@&;?9m*vBe&)K#j+Cd^!|xj2`(LUzJrDk&jZCki7Fy
z-6sz#h5|Shk+9=t<5ed(jn|f+biH>Rn|^0Ee`CNjghL@ugahDOv@!3fFf))P;9&kb
zx|>{}KVQV}av{oY;0>&1j?xidS4PPF%inFi1ZKJMJj4t;*_b7ngSl?oAAQw+%B^G%
zqTb|{FZ*-z_!C$(Dc7Iehb5_YT5azzm>iZC7`5L}Vvx7cfvfmACB>6W#Cv`fl_*iU
z*g}O&pd*0rf>DVgK>iUX={vUT_GCFK(Q%2-G7slIE&vNP|L1GNb;Qs+?5Pwk^V8%s
zJwd+OI&C;UJ;x!Be8-uZdS{$mPp@DVo>;830yL^m0_`UYkx_Ozl<3dFtP4KS4HoJb
z7xtU>g1SIS^mp{JV<LWheTZx<t|Op96AfYk2l*+1C7zJbUJTR;hxqJ6&+nu*>VOX@
z0!&TFl{xQ75o;7V37tK<q<+%4MLO^qf$_syl@+*Yd~7U&@v5-%bBT{Qlr7Y~phxAf
zy)t|!H;6|rT^ROE-1GP?xDNt_fCYsC=h{dOqFY2iCKB~vT|IoK4{zJCfDmBri7ZE!
zdMiMBU%kU{zrV+g<1`FV$DAxU0>$-yTb<K9hqKuTdAz<#G>Nq1S4`F_8({SPTFuf3
z&`0tEz-p%gv9T=mAJqRZ6I<YPzomM1SPQ?$m)WzSa%6m58;#x8O}p_`Sa{!~7u#oh
zbv0(T^>6n#<A7Cv`6d7cGbnHJcY9t?uSzpJUjw5S)!<}7_?7vLKN|VM)JA2%y&DAx
zyjBxGqrfGMp)5FRuQlYuBJcd2!14o=@JRTH)<#6UqNbvfe&WGqfm$I?GmD4c6H1`L
zb`&9lE*A+3$`95^{+ZR7%jgSX<=(BqDw63`n(Vz-6ytFT%yEPe2azXk7ZG{8BiV1)
zWZ|nFP!J@FvBF)Nu06>HxANBs^lWW$zDPRHilXI6z&ND7A{h<lumBfrGtkGc+=8eI
zx;#YW(<2sv8UToaK?8_F9tI#aAqsk*@dAI63cwM-V@5?wOPDF91o-19M-LClSYYAz
zks)Q(^+!_);-zMfY5eg0|3@bZG?CV3uFX@Ca(e6-M-d(K%3%5<dr90$_fr2MIqb3`
z1_r%W`NtQAmy2zb1o7P;<0s<=M;{0a3x1ie4VFVp2YzZC!(iN>_FMcQl}_v0Xp|2z
zi4*l9DabHSAYw(?>;Q*>xg38WQqDuWi&3^zN80J?nC;0_7&R~u&*9K6?n`(sbmKRV
z)fvJa{3L(X`p;|JA7KieG8OoMhuJ;QouQJimIBpMEH<lbs`Ji(_|=o}vIb90$&>MW
zs=DGCcXX(E_GJ+DKeHDsB2vnVk=Y!Gdp3auhqkYSIavFnC)(<eyL|Kkfsf;UJD|eT
zSQZiS__O&2nds3uy~U^q-21gr89fz^Bv4uXi~fv23e=98Pg7fFxd`3}e);xI@5=b(
z7P^o_BDz<F1mw+<8U(GGaW*FZw<W?BDB;>RJ-+tX<FxEI_MI=F$d9uBd<+I8Xh~`G
zW)QJyf)=DF#-A|j+#q^m!*$$g|BE1%^!A$Y8&)QPVJd>J(&$&@&0+z#-4Ur5KX-$W
z9ZUd}mcmoaCM<lFCoOk(bxPset51ZVJP1JzXSx$)m(7^#c0B&JN5F{{XUgwKPhuy?
z`sKrBWa3~$wpzb05Su+kTkTVfY~Y0l@uj0-b8)QcllFM!4}<<SFQ)_gNFoJJYcsC9
zt4aIh#b^O=cBZT$cMc5ZKs!Oh!?T`f3i>DUYU|+Vbkvw0d_!T@pC7nt#4}Qu1!ERx
z>-SIyUJFD>qY8G6j*3z~6E}-_iV5z3DnA2LT~yu$suwG+EP4zIboqJe7OCXD_&*^$
zb>%$bd4;<<UtMEkj$JR^)#a23;A(AS#6JDsv3#LV0F>)q6-j`tNNlBKy72&%fDw<F
z6?ByfU>HfqVn*#{qVh%c9TC<vk%*XX@ROdysq1@SAROg56IqN-#uvT%eGiosAp8(@
z=2|M$d2zm*#PMk%iulp!36!kJMgWLUNy@}EkQGr;QQ?;-u8zplD)z^ND?@@R7S<<9
zNBh%gY)tIG*#aq(@CS2h)s4uuKfyo}5G=2D8x65}%y11@$V1Lq8gdR~6IT!I4Yf1W
z!%cGP+=C!*Q~{%Id^P65VfN1uxYPxH-d(GEo<XM<h06`RzCs2z2ou8KUU4%L_FPy;
z87w<U;ZRziP8=?3R(cP=A4;E$xpeAda@*6u9ZaH>e4@4(%_M<Y_G&%W1-elGWCSnJ
zD9z>Xpq2>*Mxl@q@?zumAMRRJ4|pwmk3t?(w8?8sf^h$-v!4En1KwAhn*F-3>ZFRf
zGSeL?oYx458y1!5^_d9?t{WGZAXR*7QmMxBzVyb;y3h%}cF``B&VR!5%gg-;I6uS#
zaR}dPbkXziGCOr`Q-IIx|8pX?nfW2LH-itG);uryF~M`k;m4PI!;1%g*R{6~H60s5
z%hDaJmJ`$vaRBSmtG{YS#GZ{^=F8|lN$lm|DB`qMdrd7k!t!zQO~qx_-oK`UXE-<?
zVHO!CM7&TtfYW1<57T*hdB36wikwkUuXm<JIYjBm7aPg>Px$)p2N<eD^9>;~>_r!7
zz8TdRH#RGW<X>iH`nIK5ZANT%W|z5*yDT`Q@cra@=3IX<igH0&_Zc6M1|$3Kcen2q
z2YY*Qk7~=pssRWVdf^ZjBgy;5ZI}J*U_KBtW;{o$Qh8xT(tu3ED4UWVR8&>qDevan
z8!t5ebhfYYJpj_b11sSF-`p-`2ASY`Q+aqfdF3+yylJt5n_$!ylagJTfiNj4^CjkC
zS7Bl85-SEA^m^yRP!<HfMYQaihu$Cq&4ce@@r^og+d9u1tK5SmMa1DqBYL&s)^us_
z)qMX^mFuY=8Oe-pAJ40WT{%4?;bsiJJ{58tPnS4c@QVTGKY=w4z~cq@shYu12I~Yy
zER&|H$YP*K0MA`C68eXyfiGX@YqN|uQrHT0eqqg&?i%wg`@D<)iV*5xeBSW=o#F@C
zdv7`pAfo$<xQ#;|4F}+~RWDnd$AFZ=<y!RdmUSGEdWfE+tn2^qP!0QWjE$MQy1H6@
zvyzftD!sm~Gr&If?sts3`bp&-b4$K1>JarYSVCGBXYDvnH$~{^6#*Nx5BYE0q|Ndn
z`rl8rFMw+|HDFo4Z8%-&NmDmfrmqIHJDcn4!3hayS2qn?qt!peyHBvSnwwZ=?D&Iu
z$q7u~w#pP5lvX@N*3NQ`|9k0^pD0A&4A>WOB&Vz``<i$v*xnh0Di!we<HYLd;&;5u
zne=X;AC6H1@xsexzH?O3W2TDNhqb55<H@>50|!@T81SVt)M0ff^_Jh~LKN5_q_4q?
zw;tm8-=1^7;c`0?U0Yude^LYFNFd%^*aaRtLUhJ#QB?!xqWyuwya?#k>n^#0$KcJA
z7_{}?Jq=KAv})kS`e)V?60!@oU2(Eu5fjr2;sidnl<PLE5xE~VNATGYc0!GZzwvR`
zLbZPW`WXC--{nCRj4b)+iWj;D-g7vvj!9daf>uKv?!v-DZ1ZhQZ0^V-^26L&!+Wcj
zbO~<*$9y!~3<7a^{)r^4E$)o2+b$4JovJD0%`a+WY)b7rCP|**;i>$lekJWKfhzLN
z?EAOO`}=luMS8BPs>Z6@)LB0fN=%B`)KN>(tV{cMuV(!YgnS!(x=x-iZiJqlnSrN$
z{|>g)%rGAAplr${aFD)!P7GOjNPdVE&Cp%*fM7_d5sAcBtQG`$UMEr>-!!EYL31mx
z@bN$E+EWBRcPQ<gV(OGmmW01Jn;eAo(P)OTcTU`#+XW4$W12#hkwgxLRvlMD7X0gW
z!FZXQ*>c#059x7V6w6qyKmdbyPN-PUe?S&Izbh22C&~{!<^{4$lrMZM@jNc3sAD+v
z50IKY+v+DwS|4=q$ou;jr&&fM^7T?y1TUMaRI)T8+`oWhZUe(Q4B42Zl?zhjm9lWj
z&fQ>jDQ}DBGxVB6{)pUo6g}^CVODKN*?%Di&y4?#VL0*!3Nf@sdX+DQZEWz5(>)))
zrL^z*98{oUU=Z}^UylH`5`j6DH7eRFL18aA9~ITrri|LZxM{UM!2PMxeZ|R%gp5gO
zyx`z%yqmD<3rjOfj`hO#P@stE>w975X2sm_<J(L_Dz2<zJy<J)Dxg0J)L~BJ=3oCZ
zSo#IOPCgL6Jax}1IPTtVl}(?Sd0~aE-M-6nopRfOBA?2Qhk3VSGQRoa5*ARiwul+f
z!N!Ny=7Va#eMH4tR8oSX5*O!by6U~)b%gw{=>+~~epe*>An%_)X~t81woTQ?vhsHa
zM&p}U+Doku)dVb>huxK?bSXj}&vj~CbKg&T{<Thwh$h9%33#l@mHYYl{(VFzDOd0M
z>2#x0=MW}`zZu_#!31vQc+R~~9Gh<JO8s_gclxQr>QNX|iJnjkU)i7^LMR5l@o<`N
z$<>y@IGqX{@S213uV`kG4`xtKgkT&5Qu_CqhH*;KGV~hHteaNYT)vcVe5BFi&!wSX
z7C=)`Sv^HU$GiETslCs>B_##U&3WUIG0C{f)6y?<%7ZDPQd02K`R2^-ha#WTb_M^A
zyc2h(Ze)+svacm&X<3f+AaszJ%nwg-zQuAq?DP0b|8YRfk>pXo5*2QYxidTkD}XBI
zg=DDfTL}rY!<0LAgX><zzgC&74L^fx(%$~B79cx?%R}JgR0#pj!0Q0{hoE5kqC@km
z+@Q_vtj8~xOY?y$d4hRz5Leqdy+C70p_OPaKC0l?8w6#?t^yZ_LgBah0a3iAs<8Va
zVesMdpnoJZ2I>2?s_(PG@}u@u$5*_(D2a*HVWyh7fmW0B_(C3;Zxs~SbZS3HziA{>
zB`Pj1?selE>b-SP>YA;Zz8YLNe8t8Ff5cjc9!_wruO=;xPLWoRNIu8c9g50u68xEf
z4|aHYytpf@rVhzf55cYEysI73^^hlvnrCQ<mSaCONo6mT(l}p_MXogKcb|el^7I?&
z89{i=s>OqY(<obrBySaFt&{lJ;O$AM$IDOpc<s+{=y^xOt)$SlDOtt&Q&yMTDP-p8
z!^tTstS>KXJtMf5Ml=&%2IX~?ML_UkqtaSqqR)7X$TB~xn#kiF3K%CHojX|3lqsUS
zPWgBR2G*PXDbt^TEp;rfEoa?Dk=pAAiY*GE(1e&956}7jU=obv)I7)1r;Z!FN+<hI
z#{9#FFnwr9?dbr>M4IUZ_)-2h5BB-gxv9_UY;tS&YF>Ar?e`Eo%PZG3Y8xiD;trok
zzP0qD%e6Hy9d%-I{hHd4njCYHi-ZNTxvFMNd~<Hw`As|U>~NZ7RQQ~9;rtd8HgO8c
zv6~+YC|JHdY<>~oeQY{4HMN>gdILMsz?z<#%4upM!B6BVEGiM#_TsU&*;QUElJaXN
zwH(#RYiPijp04J1$tNpNOk9l|^=QL}cRh@cIjNei+Z{N(0%{)mo3d|1tDVw?#l^BJ
zPR|$YU%fuUlZ=9&>LQL^JNYnf{;#L)^TAUvtqTlbKv=ukyIGm7H(YlV=X}F8NyJ)E
zanW|BRB2%+YF~fPCe<so7Dud^Eqj@iJ1FSz_<7RPaSKQIxObfBO<^<Cxi66K!JQ_=
z5Qc+6$s{B1iYG}b>c~&#X+6U)|JeGtk`cT*?)JB=#=!NZnQE0qbob@*c20Ko3pO3v
z_EenEW*?=TPv50jJx_VZH{(K}g)j61R6L&kkcolSp8*S@y#|j+-M<pU9N~sP;*PVj
zVJrNAS*^*xRkajO``JaqCP49N#FLgm>+w3gqr+MFc&y+GLR#C_zkSJwhL4{m?d64U
zZM~<Wq8^l%CMb1^PANGs@oS#bL`oKHPVr#Q?CO%r&CkcMuN7i_aG<m=qg+PTG?+mj
z6@5hKwG)jBKDrCb%|&tDS$H;^p%ca)+sE)fJEZPMH~Kp(Ke@oqRXZ^M40;BpN^{WB
z_2lYXkSG!)84s|5+0>H8R)+pmTg}x33`&WsHKaGDyIncHCc%Ay?BwZrUf-qEG-i%(
zJp#?mc{+<<E43XR8GLPh*knH2o&DhY9-hbERtd~Helw*8F`aA917lTLrg^F<w($s(
z)(fITD=bIf?+*$E$H$}alVQ{?+Jnym8V)2FY&<MFTEf|xm70e7TRaYC=(=8VZ(-p(
z{tPE82s?Uta|6odasalo%PrFCQe623rEt*11T(io=2uHg!yudT9lC~}-;&ZmeE=4A
zMw5s((TG0!3V|~epMVFfA8BhFzn$e%h1FaIq&k{Tmz1tHCQA!TO1hIuWh*wm|AsCN
z3&QsxAdjxJhy_G=J=Vbwr_+VAhoXH@2=5)becgT5>f003;r|qgk`0rB0@$=d-+O$0
zXjR9?zRRGw&i^zig+{SJ@cg+n5l<1<L|WH+I=)X_;xt+iQZ=qV1@X6W?w7R&v&gju
z*L&$&S<LLczjK{`IH_m%sehJa_)y_B%88e(kzM%rS=kBmyJa3~YBH-u>gVJ-zj7o8
zxy@?rLU`GJm>dp0s;Nz_U|#x$)sN~0Sq$R@&q&Y?xQrS^mg&C%<ADd2)m0)9kVjq#
zHP%D_^wCyVpL?DTyLlcphv&*wMvr9Z8jWUthfdJxyE5Uyg@<!`?#HpfVm1BS;_}!N
zk~OI=x1L{J6#Ia@@~T0Yx*S$3@Lx^&$mK4tB%gN2PXDwJ3l9wc%}(*%1CyOvDNSD=
zfqAzmxNdIeS}o3)qE}X2Iu`s+kggo)znoN1huB(n)QNiD)tlEjzDt6BlrWHKz(rkd
z!UscDu<h$V!Id@TrbFYO(ev<7{QmvY5z-h3Y~NSMGJegC;{wUWID;)q!4566=-}Jo
zG&<w4Hg_UUVbs=Uzi*@Z^_gB<HhSKlG?9qxjOJ_d!XhHN<Xp<TQ;NOA*cmo{(RFim
zK>^3Bv-Z271xH`zUApimMvc;u&VQ96U<f*G*QhSa@o`>OPTkLEY-tRg*zir~Bi_PX
zw<P1g;NehW@J#0<v%szxRX)RIO4Q}$z)sl+>0}d|+C@RE+NBmOP;RkoNODwzsoMUY
zYvGkw&^)%fn_VDV3P)V9A4=oVaMj)j-TEDFm1(_yYtTF&O~atyC+3ZG8;iGEeD0&-
z*b$tP@(yh$Gn^&FBF|37I*{c--OY{M|1uQwcnl%=6-(r3sj_GK8!w`dAJ@PLn#O;X
zr(iV`)kbOU%zA$M4GnJ+Ct==G<>0o5!O=yumg(<KjPu<@SzkT!{#MEK?kiu#{%IpN
zZl~g3v)354^NUxh>QAZT&ks<`7@t8~!`W%hq~TUhwcsyTf|6I_WXr%N2kdb#g+}2o
zX>)>Lf6O-#&r2&|=jC5u4*=>dW@eA>(c{+)AH|iE$i|frn;U9QP8nBiGi)W{TC&lW
zyHb$Bd*G$&uB+tWd~f?H$67toWwvc>_F&t@kK)_=1Sx{%{0|qGiFNli?e7$#WxwAV
zN-5}D-HCO;@=y;`US!AK8}!|;{0f3Wr)j?K`z`xXu2=S!J%jVT$tu;V@g-ba&vTmn
zrSG&uryrNLt81k4sXIbMtHqZv)7x4v=rlIq1|jp_x0K1}TX;=EdmI6}$Gp~fqSi=|
zCT4dYM9=7^0U~+<FY3Q9GYLUg_qabq5a!zE6AdkDhIRcYKi-#PdDas9s}6pu;WPAj
z@9yki`!YLVSzgiwNYfKqV_&M5k+i|TqQ?nyhKt)ZL|uNky@W0o!ya1^euMHRf9aI!
z0e0tRHT{OJ&_`E%5~dW|1JPFyacn~AL%VA=&7l@##wifHb_sG3a;ND10`6pLK>(O$
zzEXEk6YP0=Ft4ENuwL^ls^vN>zf_i2Sqp(XTGZp#6MrmTY&*CZxge&C=J5zeO#@<b
zFe7<&G$+FE+Jv}RrDJplwTH&x|2yt$o_vUAVIOT**L=9y`Wfq>6>iB_jsk5l6C1~l
z<LA15L>moQ+X0_7lJ~y8dBpF~64Tw_Lf2J|R*`UsK&KPbRCV_kwUwT*3`c&6TbBk;
zm<1fiCOWFz2WAe_Elba9O58gG7BvyrowM-mhZn+>`mrvpE+wVNMT>8JX|YJ>3|Y*?
zmi>P|_})G)bcP8&!7d6L+gSwq5}qrOfkA6+@DG0U)HW}}2@k(PFvvt{8oqwhP|*%j
zO0w^qDEAj{9HOstlL&A<N~3CE{qxG7?dA)7&)a@6Po4AkiG_tPhWspq4Q_5fG~Eqc
zdhVu{R~oMyH#M)+e0$09EYRnhs_RQpA<rH<v*q1gK{8=iq)WwHK58-yJr{-7Ljm^|
zlgo5-n?+q>4=@n`EyT!}BBRR5FGk8w2)*=W(02QLBcwZed3ZihsFG1}(%5`8TxS5k
zyw{e)arc;sU`!0AK;I!0pobD&-=<(~Me%a8J+ACzhY;=U?m8XaQyP!pns&Zvd+~J)
zqVI}`5M}W3cEMw?zb%fYyYTmKNmo~>`%zdp&t=QzsfYGzLF)c84-!%5+~+UUaBubG
z@nkUjI-u~{aDk<_G3)F2tt;i_<!_fq*f{-NJvRRG)v_!!K{WGhlFyLfW#IU=21dH3
zv=o{>9=EH`M-NCGQY4nDIz~}Ww@Q2TJ<u_);qqod^ia|B)o>+Fa?ft-S>E2DhU?-V
zY5t`41!@vD^+{xz{r~Pq4hxe%o!sj5^nl6WC94@NsEZtL4f0X(hO~yz=8kb(>{8TO
zFW4}?F7Mc#zSgSZHFSMX8#sT^6HAI=GM+ok?_GjuIXbffYc+^IT+~If9hIfLC*!g-
z2uVp9^E2j*Yo)%9xiugbDdO4^t`cUXlA)$9_S}HIcHC1y__o-;pbQ_E5lxgCJZ*CV
zFxeXD$7dazMN+;^l}0?+apm4_18>U}x0kw{2A52)jAk|V{{`UOH`H`g=QZTXHCp(W
zwz@C+-!*N%Ffa~fqed~_+*E&RK=Tzy!44T+>v3UX2BoB2=}0rM7zcZ2tvK|5U0Gp$
zuL~5DjmH_pOs5;}p_5fShpj$%bAJ`_^$D=!b{?wCNI`8I_YEtkW77O8U{drMk`Nq{
zWk<(Sb3ug_jNbO49uDODPRb+l;2OKh<A0`xujuF;^^KmIhlB+Fv!i8RBOk2bFLQ!5
zOcydTA-KIU;X5XBQnVepvAi?_Oaz+xOA1f>Q{HUtQh4qhEeG3%Rp#a*IXQs}PUZM)
z#6Em!c6$kGeR`PZdE1&^d3pTlY;OVu5_1@{Ka_7!>akyk>XN1V*@Iw-BFs5FjCH*l
zqG7r_wF=sdQYy(g)5RMEBEFge=*O@ySI(}d?HB*&%b>Whq&<0gzr)h-;mcK>mEL3e
z($#%NCwBWQOzhwaF$L0SpTia`L$>)~$W|%1?_O`!Svexw50u?@)rdtO%uqFa8<EKc
zxx1rrZ;ZF127_t>Kpp$=aCvlm*oYfc!w{$6Emf)dyH?Q6I;N>f!gU{NsEGw`{CvYb
z<HPN=;@w^rUpRYkpED@wm6eszYUj~IY0mu1x1H5<-|Kt<i)0w(&krV0{2Kp$nMb!>
za6?2*vhP^xEZ{8kA&sJ(MJJ!<9&c^|?Z)K88FprtP^P|lIOEU6Bn^|!kRY&pI8rLv
zL{~D@z0KxPZy4;O)28_UtjsWbXJ;p(Q8pJEn`{pXaGtUzZsY(TYvK5K6X|3bDLn4+
z@i-zEH;<_L2BCq$;%`nzkzm!ucXhQHqn(L^tGh@;EJDKQy|RPo{_p;g0L_@bhP@nT
zWcvL!op&o#JImWz0Ia;h>FS0tiBKyQ+3ZRs8wn9cA4cIXA3i;J5<1f6=np3w0kD}S
zU5Pi@(q<tK_gsKQGDai9@?Kn4%4C%WO*>d)kjt^{2#4UTWBOLnrf#t<g#5YZy%=f5
zqZKxi$7okISb6F<_*VuZB4Q~3inR#$gR{;UDJl2M-QwcoP%*t%4QRSH^EEFqD1_O-
zA_VH#t0;#57Z?BJ+_<RK3d4G6HUsuWmUbxWAK2BSez=7%3=<n02iNqondmeQv;Tr4
z)=_IKc5uNU$J0T*KC0gq?WOq1zrO0Mo@OxG;#c5!<0=631P(WIQaOzDX&FS#Jg!>E
zP4^?QDQ~<|o{k>?rwWo+TYO|YccO5g_8UZ#&f^}n)Kbw(MuA^EMlGWKv^`~8fUGV1
z(2fJ#<f+ERD_HWgrjw)dr*tRjZLv0|vN*;|gD>`|7sw^OS$7s+mMcdOwmY1hFx$?4
z1gps!q+FS52*It1h#+x4qNA2u=h}NZ@n-MYAqz;oirWbOvDZ35Vm6ErE*myb6;Ws|
z*}?@@t)s=d(4N${L@|vP>lbUvWnaGXnQuAe7uEUmT*y7EZ3W&A*4xM~WnptFB##}w
zHIRjFsR8v@Qf&+<^X<O$ovm}07cKM9ulRbi%|i6Su&K4(>E!P=_jZ480%S+uh5<Cg
z#^Y-WTCf9yv%PtwfF=*xxmt(aX%a<Cy|)rkRTh51+EqPiE%uBoe)m+gN?tu<*Aoy*
zYsV6I@>w~MrUzJx<A?}pz^aL`*hm?0dabQ@vB;^Zlp*5+jx}labHZHEgI{DW<QaK_
zueGY<1tFQ*(IWyvqiW>eM|?=~R)Am!4y@O4YOi1&|Me|dFN^2S+bJev^D^Z{*{Fr}
zOg0~Zt-fGw+u<UEbTT#;h?zNZ$pm0KOPb9*E_zIc2qnyh&9E%laC?}f<&cokVmhx@
zF`IJzt#G~!<nP=z*OU}L8PNm{uB5kF?$SZeoL%T~t+b63RO{u1gV^Wiqsxp9QiCiR
zH;zH;8(vB`++b&L4H6B6B!dt`ub1?3e{U$I%-evZiWCA9NORkZer_62>;<}+y3>&y
zP>H@oxT)>#i4NrejWPHD!SxrzAyt!6NWC8>z{U5^crh>+9g|uu`|1K!_Wv}%ahgLY
zYdfWRy!08TZbL&iLt2J^jeIG>!#cv>U|G4wxQ;+LOHXBXd34gteZGm<-ER^l`Jbcu
zFS#R%IO~{nT#5GW{9tcj%?<ox^J?T>iW1wmLVW9lELB}dpPQNAfKl#}0MBO(wxVgA
z7d$*}PnD|Z4b-x$N7`7zUhM9{gYXq~$LgfFq9xe}xnXopcEc7_0RdvGY3A-JH_6mD
z356a8EK_~2@|wGQWpc{Eo<+2IV*Uy?-aFS9ogwa6`VmY~A@>RG?Qeq-t0ls9Oa}yo
zrwN8Q^6~2~hHwZF)#f!zDRzD=5k2n(<(ubLu*30Tt39rML}~box!(s&;8RBl?<IZz
zoYAQGs=&tTp1q=?0*%nXsGQKLIJid&vELVcDjcI}mdVxfj1!~lp0mLs8zK9w_(do}
zr%!d~vBAOdS(TybN($QD-f1+yj#dPA^ZaTWcnBNnaVIk$$$T*I*VZlV#r5PpTM_lx
z@E9{DNxu`J<9VY{zDfC)5(k$tS9kJb`irN<G>u`W^(E&&Z~`k$x(ycmE`xLBUV_0N
z?ro6eeT%R-?%&S|;Lja%b>6+k`{I*%C|S7NYE+&_-}H$5pBO5sOPLHCJD8dU`LRTg
z^tlFro5bt|zk>ebxz{b~c$KbPRDG_H#ezpTbRw)z>0=wmw?$lHBicql)*=$L+|vM*
z&Z&D-z!Mg{x8mA!-CV{+hrytjl%~8Y@YFURRI7VlE{5lq5|{ln0{Cf2Xkp)r1Wk?3
zR4f)yM$|)d*{{wf*{E<${^Bqh6%uGnk<#26y&9j(OuOZw_~DL?gYz#3VoxN92X@R*
zT-ol_jG=O7GE4p!#a{@9^o04F*OouQNvmxSlb#2Oq;POxSx?EFGn~uvHGHp9vhiNa
zI==?ABUsh2cdfu4N3T>14HIW}xgg74+}@s&pRA?1{T0tto-9k#aR=C){fc@5pQ-`w
zskuX8O}06_7L)1yX}Xzm*TlDHrC(m-{)%`}vRE{L5_7Yzwt9Z`^qmwQ`%lG?vZh&d
z`@!B#)ApkGr8c>7UKWQr7ylT0r+b?G$fSjPa&q%)FrJWOvEeJcT6sTY8$PnOj9Rn~
z<Wq+ya76m(uv9Afomm)5z{R!L!0Cz8rdPFB=7?8SYyrvN2AUgZ!?VMz*YJ`7f-EF{
zzRiBD=Od*0lMx^)KHgE%m=1VZL#)Yd+|;Lvhu_u8<oWpM7Sx^>rSjae4Eee;!L@-h
zJsovsHD8y&Xmws}ZAKSqrStNrjT|>L1qamOc$UHuku37ssBi>qb6*!0TEZex7kuJA
z<g`2mOsr#73YJlp-e;9DcX`fwcJhJ+1oCG*C01wt1HA~>S66>R#cXc4=s%j+qV4X2
zHP*U|jpi%KhB4vno!lqN*{<_$u8MgT*}n2#8N@yaH~Li3u1acqe+u0m6I`0=M+fSy
zAv&LJMoW+=H@AO@d7o}lZn~V8CE6oXmlQ5cF1t+~hTb)ui0(|AXxLGc^LrwJ?8a&P
z0%7jK(T}&PUG~~*Cw9sATJ~D6*#@D1NaQaC!gb1$o5obF1F7wt8c5ia83Had1XMDR
z8V32)y}6687DjR;le%*LB{i|GBdX}ury`58rS&?H58KrjlW7iS<Vq0eV(44po+aUY
z@5^3Q{mk7<bBEH=@PhlhYhR|`A0T$$xG+s{xwQ7=#p*dd@W1K!9Ooyr5-g@4O^hp>
zlUsyT?Pk9(=!ug2=ma0L&kpmBo%oHJ^~kuWA*7M18S~tP{91OiZZ74uu$zY3ywcH+
znUn&ZY6?sxQ;k(Y(d|3gotl%TlOL}0@3zIOy-wVsW}v?*N=<1l<!s908ho`?_gXv~
zTN8bc+v)W@^bG;W69sy@DM+J=;plQ)n)t2`bdIl499eR+@}$X`6>G0gj2WEBpDq^e
z8dJNw&^?_@3e4ucrdinsm4l}j_d7cbDu-O3czp1pj4H`<YfjBF6>$G=yCI74Q?l1b
z-|Y1^)p5xfL2hbL6gAvyk}AE;6(%c~&QN*%wt$RlZdFA)YsT;F0;WvC(tCCosxKNV
zCABI=0iA3pbz>bz!DZfN4Dyzd3|k7pkDjtH!wjGxrEw7{m5hGkxn^q{VViu7${Gg2
zs38`s?LMz1iqQ%{@bS$>o8KY#Asw1*oJsdfFojdwzWEb6Wvn7PT2dC4+41efN$EBn
zrd1>oBQv8cRD)vvO4+}JZ;QpDBh)*=Wpl6SAjhNi@9x><!wjU+>GDxG>X)Id?BriW
zDOr9;s3T`tV;Lp^dmTEcQANv38E87gztg*!l$4f&LI1Yxw@1sy1K!>n?P5$(^kN!~
z2Rr{t+|Cg5B6H^`bS~+LVq<H4t{U^js>ATGSKmszMFaSzchxcb{dcJ!g6bh#!{4Qn
zO$EKMltDOmljO!>KI@9&X_}QRbq|R7wUWEEP8VNwIwbR10{obrd8gG-ipIt)>F2$E
z!gE%}#YObH$<VrXI!1C<6`Z!AP<DL%kOP6<kuQ5yspx_<H!iHfmm9qkc7~0wcb`8?
zG_`Q^JaeT?ywtSGoCX;2U+WzyadFPMzwhz&V?OQf?y`-~%2H&;KMOgj$l=pp`}-`y
zd#~^Eq<|#@59xHv+u=fEB=O?xZ;We+de%&}&Ysn@$;|zf=?3S;<^xgb;-uTsA$aFa
z0vDU7zuZgCF9)n^Yz4j$u*HuTnMdqiwXaKuMTSc(v$Mhf*qf-c7#CmZdC@lL;CAvV
z3oqe2W%1&LtL==S_taKjkiSeL7jx(5lf8u6Y3s>i%_Dys{i9)1bGno49M}0&&Sn+3
zaaE%6cZK8WUe?vu&KY-F2mW4y7hTCb(-ba-mxKqQlqVd%o&+W)&rW@A9TUHQkI4{<
z&GP}w1;~Xb-?H$a@&E5DHoc^04ziXhKj*nCtO0KFU%m@}w}@BwxjXkb3YNBe`~1dC
z&ss<`irpX2Vm42!N09$#C!ldxdPOS!mrvg9;@4z5S`PAfo9k9R>(;fSG}tPICp;Sk
z1TCsa_?x{ti<o{dVP0vL+(yvw8DS*|X=!v+KOhGOTNk4#XEtegc}WQM$6i)Zw4f+V
z;7BFQ;5k~i^LQOAy<XT-fGRkYIS)ZN^s^;B!J%G4#7-RYX5DmY+9|Q>hRY*q9?RsW
z$GrL-j8H9FRLX!!!yJ1q@pZ}F@{G@Sr?g>LFzS9-`0g(Zi<!A-wamj5TEQypuC3U1
zX}=`=vOpe%)BkMTB8qaER7C|lzobBxSooADj3CS{zChSTlx&-c)>0;Hq>n^reaXO5
zW@QwbwzO|Pvu*hE=M|9}WCld@q_U<zq)7qIsC>)ZZ@~h(s*f*5Nk5}t6$SI3#~dgU
z|2uWHbtN|^Qf6Z;Bp^al3mco~**yQ`_qPh26qBl18fWf_rln(L3i^^66RjLVz6t;K
zx^gKcHEIdD`5r+%y|t_^m$XH%2KW0B8FK^Pq?8QOgC&bnf;dZ6V>|K7qHr|ZYuqvJ
zV*3C{+!xQ!3!S7gmnRJGi2Is{Z*F%7@40BKNZ!3}I%CW9ac|nXO2O9Ww2*=zZPS-t
z;YD89U3$MZXB>fi(|a`&hm0JJcs2Aw(wh`-D&59?WvmEZrmayqXUXj|#`=5XcI9kB
zjOuj0WxY^BgF1lvP+3C9Fu<ZRILRn_m5@4LbT<&eOX1Q;nw_{Bxo$er$9`&PsW=QR
zlayR(c?v<S|A%32-Ff~TVZ2nyq4aI=g;Xe25Y@jdu;Ip<QBT5qpe$Zz>PtpT39ce&
zXe+GkM3c%Ff&eNuUMZ=n=kKJs;IwDdg;;os7x!-I>uibQlpm}nJ+C#V?d`&-@{JE%
zVJI3xr7TC;%bHlqD~gw}ajO~Dmnw1Z3(Lwn3m#`f27|CnqQV@r%SH|^1)unZzgAqL
zcgKpjMQ@U)#5wT5q2?|o;Q5%M>c4-KMs58vWS1m_$dA)ojW>Vs(&=3YQD@wg3a1`p
zBYE2J;pdjOVxk&ncgro^HUa6c8lt`t3>|0u*`vy)q~<Q3&t=d+dzEIq5u9<{DCUdx
zkxHg^{xNI%?$-?Z$o{#sTe9jN2a}0|pe%9C89f^GXnSIw=NaspYmO7Q!h)ekz4&yz
z+D0&qR{>A|1I<8Lu)AfVa`wzRb1>g#Z%)@?yU?$<Uul{T$UezFf8PC0F-H2shbF*=
zi~wfycr{lc1yAC!pcXYi!ZlZm?uBJ<uVVkerFePGTMvD;PJmW`uWN<Z|LC7D?^6U;
zxg5v@cW%dpG2(em2CF=b&)W>Y&@OWGn975^e4{6kl}RR`@x^@kum{uTM8)u^r$YPy
z)+iK`L*9t4OjIG4EJ7o-K&YgThd_mO8$7X$5H8FC{XL(P`t$hb_(+t7%Yh3`<;n<W
z$At&~ouTRMAAKUOd|BlN4(~y0ah`Cz{O_UK{}4O>R|~M)^pXxKH!@G`vrMy2f)CN}
z`K-C2GCHCkFDna6%0RqlqoeQ1Z73p`o^}fhUnR{B+j1c6QQpgkhA&End?v7u9Sw;N
z9TO>_Gkig6)Q*ONWb@jAaS!F!TT@$GJhGS<YHBmDMA>y*1^ii<eg{qxGc-hHfAdKG
zPKj(|h+RS?QT6P4eNCZO+_3!A9DOrI8@!LSQZj>tyFI{t!MtqTX;G`OGSrC<wxD*&
z?;5!pQBAX-=W68H6uDLWjSNPGn67oTgO>9B`}dWMY^7jbyw;x&uaw`TRP+bgwqum;
zsLYsba%58!3ujtKx$dBCEx+6oLH+OqB*5cF*?+Ov&#4V@mZvD1B<1?fcgcwrTmN6}
z;2NXjscaK-_iz7OX4QHWQov7_OzYF&xO3rQSbo0a?tqqoL9{uGyJ-(@)_Tu-R9FYg
za*mq}ih=)yAgkvly?h3L0+0{L$uz<Qsw`f-Jo2I;%6MK)5oF}fW2V_-$Rru0^OHUL
zL^<c=#~fK{^H0<3>JzaE0VOx$dc$@sVzvvW*P)%C8ydV@XSA9;ap~ouHXo%w<Cc^~
zee4xeG8Vk1-1&k1`NeYT^*_d-)Q7{pQIe%8>a^!12mfZqsK_g<)ia@Q`potRi2m^$
z%xo$flvka~gJx5Z(pimSe!3~3w0%S9pB;6|GyIiF6b|Og@1v8Xs0qp_93Ny1{$Vc%
zv?{q0=ko(KSkja12wQC=GnRWdj1Z&a;K3Sp?!>VU!>z1csy^Xl;{LP=X9_ZX+RyHJ
zYESZ~x5y{ae4JTcjd&w^^{3@7O?l7vH!ZalVTp*eyZK+$z{;8$3f)=?>E)JGkS?{^
zbn{oB<2ay_tTuWMi~2hHBg2CGiY5cqB11;Il%lOR&9|Adz3x%NGio+G4q(2FU*Bh(
zZuH9Z2*-sYoX@DF7x0wT=KJag9DXm)k#U$g-*!4T4=DBn00C5wLz$xJJ2FzDu}~?e
zd9Qfso-ij#2)7UBwYSctw4G9O+8M=n<--9jRo&1mUdo;U_1g-+ZKtkYS<|Z(jQ_MY
zRuDB;FR6}q#!}an`j;?EOfRBwD}L2EIpQl9i(xCZ$R>(rPMX_WZ?Wl%a}R~_pV>Kg
z|N2tOrzB#Q%F3G*y-IZ)Kl(>6`Aro=6m_Z<+hMrBtQH4q3HvBS^}f<8;KZd6**Kd&
zeDC;rVj8!XGA*L=prZYq&!_Jw`9#!P@(2by`^RL%@iD#pHuc;K?Q2Tmy95n2kQi&&
zTZNI!A5M|=TvaT`f4x|BxRk7#IX1_<7O*VdLH`n&^Dj|_&69zXC9t42)R)q*H^B$-
zLpB9vF*E<isGnV0W<MDs+37a=Is->4t4I(phfrP?1!E_|i*NtaZn*U+8ZJ@J^QEj7
zss0k}ZK~lsYc7y-I^?Y9uN?#Zcn4;OpzaV~TxGsGk}n{TIIEG%bk=Lh^c{k<<&|gL
z4CR*S9z2lzR&pSBpd@7x?(x2qbr4aCEok*&xlA5C--5xmPJfYAHSiIZbasVHN+suf
zK*1e|l`f;f<Yk5=l<)1OIAb=u=xprS=;vK}rkrbq(;wk5wjK<nEHOH6+iZ)AocJa9
z6isLI<S!^4wG<Ak>l*f_^Hf_;H!5kIb`!R)46rl;mh>k&@dOwpN!eDt?gKuq?K@+M
z>&ia2DEDdALxyElhoN+lrr+WR4>rMvXFbBOe0Os{8Ecri-KN{ao&L9Fv1Yfat><el
zB^!>7*Zv7l!Na`*uxj#YXJr80mXAxHCp_I=ep*kPdnzG-NND>RN=?jIzwT}NfXWxf
zo(Eq$AAKMcyWTkMb>*}!4vJ$mXnJ^Dr%;ZpA`%b`<jT>$S^W8l(gYUI2GD?Ka6<tw
zq>Y%<!}t0^NQci9q_CVM9?6DU4~nu6nQB)`&#fS3FJ)o}E_QBuDIZ^#HP>KzpIPmk
zSASp9ijdy(xcXZ@{XAFKq_A?`l-t;mZzxN+=ge*S>PW_nSE+pyK`^z&y{@m>Sd<`u
zzyHjQVeuY(cT)BL(DfEjRdrFjFoJ;6-5@2>jkI(~NrN;V8Yu~-l`bhs=@O9cZsAbU
zAs`4+2M(RmcOBpN{l9zvJMI|{9OJ-Vd#%0Jp7G3Q&bbAT7x?af!L$~=53zA93f=Cn
zxfoTI+|ze8(Y}BYnl5ipUgp_vx@pZ|>U`K!QJk^jmla;=^Iriz{revC{a<o^e^%s$
zG7i6VDEb|e8uHj)zS5dyr1$P``%1boIw0Ww9Ypkg3SStv)*N_bm1oud)?%M;Se*J?
z+MTwXt)pLT<s>4acG+{Kf9+y(_j6Abi8mdU;eqGXF6QBOiJ<-w_Dz88;qUKABW)og
zuMzx5(6cvO_{Ck{N!_m9gm2E3k6U(t)i>yj-f`BfZ~G0+KW-!fSfMA#FE6KAcuNia
ze0o)7K54G4JDqLakVGcjO87;MDk24@IQ|%9gvH%MK&LZh3O*P-&5MpZbFLGGNDTM_
z+Ips3&G!xA>5ItTXX&z=BOJ1z7yDWw5YcPvSyu1k`Wbz%tX{!q@?eWCb>QuI1HvmH
zWWtHS>WzPu{|scSFjL^A$G`<v1TdFac2J@|%rxs@U|>YZCQHfYM<AkU002_voHhE+
zQ+WJ=R`*qz0YchUe*J1+WvhH|=K39yVZ$RiV_$Kvwc2k7UDVu%8&Uv7CNZW*SQ**&
zvu^ALwF8Crf({~4Qi1cSMsaP4?YDSHKgxS(!-+|$gO4I804Zxeg-85gx;mp<CaOHI
zy$#+`lXyo>EW4+=GE@g`7<u<$$HKPv^NCM~2rfg2J6^Tm+^6yAAf*p53)=z%Mm^(k
zY*Wq!+bg`)@J|I`DbEpbfAj6tI*!;GOa}z4h>8QVbwnuQ1-9I=ETD4mOIThO%7kYu
zg|bQ%f+U5KM>kyO^b|=yS1VgPvH@A6#e}2Fue4M<GLieA(3bgt(uyS8H0bTQ#$^pX
zxRFbv(6fE)H}6Ac?<e*iFc@f=L<nxY8oG*BsQ<$G+S)-d0#HdtC0T4&c>M8wV*>-^
zk#u4BWL=j3Ev93WW%dB^9A!^r-(l6I&TIax%d^>RV80ErNrZ9A*wDtB%MwUwAH0Ym
zwx2lOig!pk90QyQTFQqONMnY&U*#rB^w`9%ehLB*-O$`z*q~OC1W+yFzJT3tG|~Z7
z2vXySf*-=IHk<RieGA$2fgfioJ$6C0?0rR`)`CBvESUGa2nFRBK}?icvXm$QbK2nA
zct|NGGVvhwFCh?vd@wr1YelkdFLc7^1zd5}Zj)S*kv`Y#&ANckEN2^1&XUo;UmINO
z7#oXw?23nDr{O?)He{GNizVM^vZI}R|5gX_rYm&C1R`eKk{}MX>4>reGmmfR_*_r#
zb_eY^0nR)d+c!NzITuq}eA0VGNd-rJaJu1Tpg^G~`Y1X_PN4mkFDqFuESfqk)e!5R
z(CqlQR{x9bOXl&<74=EFP(_BT_>0^;dUZ_`;>y#ERjaN#3#&ZWH-j#1O-C1*GjU*W
z`0iF22&6GG^=0ShBeSrq+|V0XD#({P=jm?B1HIG?8H6XoTcStIvnQC0ysbR3u31_r
z1~=g!2cXj<3mi6N%+mty%&gBMPmoX()3+ijMhP=T>qRCD1yc%*WE?nbqu=<h8>}eJ
zm8rA+DV&~G7yflRr!p;&5C1rVtAi7Y0$6E6-t`m@AM)f59lrE@39xOzXp<uOJ%1(}
z2(cbj@c9h4rM5NNZC%PF@|!6aeGfvck(@F`04fv2xP6{M_SmaSvaD(F*v{V8-AB75
zyi|2AQG=_pXr@c!^ZwsU#bn|$Z$J&<wYB`KQ=g_8`#)mFc>*u&RrUpf<j-mY5Zu|x
z7Y&~&Ub%f?rnw{7g-Sb>7rN)W)E#?y#|wa<#~JHzVS2@mRgsZ$2}41{mFB^}r=L!W
zLlVZKUG#LrmYSgfoazAZMG-OUR2rByLqpGWxK_cBKd$$lz7`2uyi!AuQjDt&&CGtO
zTyK13i%a@U+bm08jqfBAG}xJIfT!U%((h3Hs17Mdw@4i^hp3-SwBkMCgin;>G99l`
zPp;0h<aKo?k#vdM6INu)gyoUL?Cb|NZ5O{RN5p*W3(u{7Us^^YIfWsx9gH#ECsqbo
zt54-@FTzX$QDp$zeyMOEwYw)>2E16Y7xw)zb&j9vSWv<YTx*fTydd&Ugn$7mL-w>$
zMsh|M6VD5S_$w-jcp06<Of&V!6mpP3jx@t@Z9w!<lR-nzz;f4a6?k=wd|XJ!3;wY4
z@=60bC*8lpgI9p8NtN;9sD%2@;uL=F5S~1T4G86EV-jzFKdlY9)`vfx3p98?rd6cw
zFgz(D@A#>`H&Sr5kMiour|s|eV+*s`tg}<i4(K3)^X_tM{YzOP3GEcd-vOfI7AzhO
zBIPz5PX~k@xq{1251zOq<T5=u8h&^fvr&*Yl14GYe)SXnDs1wund+BM1G?+oA;(_p
zCdyB-b%$Y37t{!4R_Dpnn}fYp!^4>pK}er(^76#EF_{@-ZZ-suM=X_?)&g&w3I)Bs
zCq{ziWc%|e9M^0t`|JY?bJPVPqXp7<J8;36D@u9%jXzeJ(IN+R=`Vaz=G+Qc|FuI<
zFA--<hE2fxn(Q50$FImZQV)#&`6aXm<RVyDd?-OH6pAOk{g@&vp*o&GUMc&w8M-|r
zk|vYPmt<yUmQQ<H3?5s6xl}bu2;uitkCrO$^M`J`pJ{5veYZNvlz=@F79B0AqvJ4k
zK7&cg8%FkQ_yGa<@AHqp#&=kE^qeu_Tre=iyH$(a&99H(#wo&ZOezthAg!y+&SJo@
z@Py-Ex85*&?1)5fe-`1lj}KcCH(UX{WtV+pQhFv4O}9B&B6^>#AZFvdoj$Utws6Ls
z?jJw0KR6urUDuI`)`zax`(19~-Cl1hqv-3r<K+uuMy2=N-BIi!d_)*r9bq>)E5M*`
z<1zb9(%t<2``X(33CTJ+fLl9$-2`Rxq9*$2p=UuVe}zY^W<lE5=dmjsp3d3jO;<|8
za8Eu@N&$`jrjSJc<Y_0_NDg#oXX8h*9&<BRN8=(EPrN`SCPT6Cf8qm=DFs~d;W-+c
zOxE9Zk2ii#!yN1IU&!7oCe;K(*vyVWI{Z?9)NXMDHXm&>QAZ_ap13EaWP)_el84ij
zL1<~@f4Y6pl${KlZqT2lYZ<8Q@U<Nw6cEJuII<NtI{Ue#{)-!DLO>+aGHcnlg4xyx
z@heOXZ8ws#iHtu(lcoqN%|1<;%N&d|<?IR*pSqWHk3hqWr6=se1Cl|R7%a|^%n8zc
z3IByGvz!@`fyqo!iN59B`g(`7We}(`F?IzO$!7s&40Sn+1hH%z{vc-Dr@W0e*i}3l
zMMXHbqLHG|8;aLsm?VRn#own5pmi1-7gc8NHdH*h41jtGg=x%5&2bqC8>)uFVd=*W
zEVWH%*OvmE!FU-N)=!1F9%)7MH5QcvO8LM*6*zfm@NZN?lZ9Cws@q0c1MSa{@z~v>
zGu-`RoUu7sd%wx%0Lljs&)M~jO|2@N3GVFR{rlR1B?z{2p%{34#Ir6G7@2Q<6N3)w
znu-D~ngE0|WoDY#{=o4uxe*pu`6~8ZM;R8~AP9hsL~U(C$&5~x0N>iB2m1yjp@g-j
zexMGFeA5$Zy#gq`?BqZWUtcyWdrFS$@Sb0j1xBugi=Ff@=lcF<b37-PoZ9|U<YD4h
zdKQTpLJ3}XvZ-deZFfcO=;zQu?)*aMd>`tTP|6O2dd%->Omsl*R#j;*i)lsU2Z|zI
zZ~&~zn#+^3PQhbsYQ1yk#V)FR(pTiKKA~gYY{eEeM9+}*e8lekM&Tc~-{k4@RgK^B
z95|JQBN1M+EKrt%_*IC;OJl+l-}Nr(Hk@#~9J#IZBa!v08U5_;j}Yj|w@5DEA-p_N
zpWSX|39c-tGXxeFidWzmVP{O7xH(n+$&n4(Gv1eln`fFeoV~m0^j5YFzP`DBOy+o<
zD5ei9mdUN4CaODoFzXCC-y{D~wMuq*VhgAU6-`EoVUfU)M4L;g_Re)Hozc<oRNEEV
zs(+K-J==VW&VBpY1Xy+go_HF&WMli~|K8q43zI`>Ga-XG5o!Rz67&Mqs~);-#RH?a
zXKh8UE(G1<q2L+dMsT$r0CK6eD9d0>;ws`VLpbvm38yy(V%Ar&1Pw^D$R7g{n_CIt
zw<scheZoJR1_zdJfE<?%O!<KZxm7JBmgl_r*}I#jheF!wLB1Ek2+Hz&{c}P<@Cr_q
zypR47jXKe_ttt9}4V9HeEIw?qMWEh6G~o7T!7JT+O%V}?cqpxt58cVm5u{V()zkFB
zicn$$KIfoT|5!3!uE~Q5Q-}F{P|b%Pu-k$CG&%Dal3*^6M*jRcxfRwX?J8iLbNkrn
zs-GPRcEa{E>CXyX6U_UZF?exczepr*-TIU0`nI<Xz8$GT`f;t$u@ey&+wL!E_3up?
zxslgfdyJ`*gSqk4zQZ8DB#@rMl$sFsKF^f)sK4p>#nKby@qkxeUcM7VaDaXRSh=*F
zIwtpJOY}?o_%<?Z5!OvFS8CMIlzmYA2z*Ga8N>Q3ffNa*YzZMgm6a75Yj+?t;ze-t
zo}vMJAdE9SO!3nc&v>FlOP9ks)e9-v5aNMHSZv!Z%K>VC_O5(GHV^>BQy&!6q4;K&
zr1o3&zy$+Wa$O=W0T!I{nrQ&6G1v4&c%fn0L}vMk5GAzjjLdRIwGZbV5bv3T_AkI0
zX-JQHzYmdrKL(?~V!IrT$~JEdCayc#PY&lW#E?y1`7}6a0CJ)tI0L(>dLr@*+uLd4
z;(Q*yr6tFv<1JNOdZj-us+{Zy{mbiKA#4dEK0Vo9qyX>`esx2Kxl9OgPas%Bos&o4
z!k}<wKo}O=Jo+8F3gQu%LnpaN$<%<A?EHH$Z4o9k6%ZjStNR6uZrcR_GY1MHPfR0M
zz8z>@{=P{v2z_tTW?&8{fp9%Q=s_zhK-s1@ef+}nOV^_<s+Vb$d)d3|RMuiYmcJX7
zkcobI^31T=7`Qg|oAZ#43V+e!vSJ0J*Jc1l(q_(t^P#<yd#)5A_wr>TjMqm~S2vgp
z;cP~}X=05_r+NYiAP9m?9wY?+c??|W&XlWrRDv|y|4s!+va*$)>Pjznzp?Xa3|bMb
zKc7|X`sZxr0|5Z|uqPa(2o@t!1T_@Zy*C-a3rC|emByAaYpC3m`9>9u79p0>sjc}j
zXa{>jkGOM}jMh_h-)oRNCYVCU81Uov(_ivYppyGOWU_O&(l#kEdeJU{5_|SZY`01N
zo~&oGtmmw3TT|wYhT#iO>K4AtRcE2t&!69e%#Qs0Z}1UupT-Am-VHdKmW*+4RaG*N
zRPy#Bme7b3jmg&Sc~8iE_LeQlRt$J+G=wyk9&0QKXdq0=sTnO3(y+ZK<CZUw**(H9
z753;Ox|1s+B8B6^;XrRD!UxW+-^zQ(zg2bf$ed&Dx3N&M7hiW@`I%8w{gq^#C+^;2
zPwKO_E`@L+JATpSBBN3FS0fi~J;I7xRH7vsvEW|gJLTbnr)yWCkhk)oJ#@|Yv$SWY
z=$_FTfb=UmfKPVT?S{*5G9HzOdx6+)UVY|~h=+B)sRxzJC=G{Pvib9Y<ILAYY6<9s
z>r!&-MyAM7gUfk7s%Z4PU5Jq1|9?5qy{L~sEGjBR2&~^F*r`5TtJvpjvCn-YesSxu
zJ@TW%l<D?jRL8Gkl{IyN`8_i(%b-l;gjgN$g21C~l4#+Z&l)$&)wPyiuNyoCm}YuM
z$UQ~4OXFgf59?p*s!!ej3q>O9#(eSr;YWeYJF1`0=t#Kc5D*hm=QXL5<X+>FiE+<C
zrhp18EAXPh_;E89QfK^VeGULQRx3aO(G$R7H9J}}x0&qgaE$s77^*|l;8rF3iGBPe
z=3)Q*?9C~P&q*>RO0|d3<q!lQ*_2ldh4vw)aFymOU-sKI>rY?lOVaL+RQsuaLC1bN
z<1CL0A7`b#|5>$kb7xrX3+3@?@_9n@XH||#k9fYDCrF{=sGwy1?)x>?`A=Uukn{IY
zQtm?yFy~8+8y=nC3|#NyM|S*(cs@y**3OCl(sWO!joV+X{1?2n&RHBp=|Eb;h+l<(
zZEvA|ty9Y{xH?QDMCw%KFC@g{@A%}nMThfcHMWjUUH|u8`|ai&GXxxjmjK<EG5pot
z4bt}LyEC2CUxhqBKfJKXHA}r~-8<erm%U#@hOpuP`{b%WwX=AtTl#~c87sFkfrvB^
zn3UkfjH-fo{jM4P^Gct-`pcsC3;Gs_>$oLeaI0FzXF9G5bvJSoWu<6hV`Sj^`+5e$
zro!)H=yJ!-7vFmGc)8WXc)Lx`_c*E`h}2g+{Ci0M#^V0FEpPZFd1&<nD<Dg_ZvuWR
zS}}d@!8kp~!zU4g0AuI9JRkiAcyWK>AiMo`Em-=ZG!Q^^TnvlASu+AAl|c}LPs=b~
z+$l8+vpjqTSn{;=7>!zmgJY$jCpd5SQsv4^{TdNd1S0c)-F+JT^3PsNTeB-j)Jt8I
z3R9Ubm&3rxWF|3|?+1x={lh9fAek>$nU3Dh;_d?<Y^=Q);G5DWLs(CuA2pbU@vyQY
z6I<K=o!{4`U3uC2Ju|XI^MH>95~ft#$nTqh9G@QtgujZS!b(5<WApyEc6vf%f8$3!
zCx@fWu7HoKuI=_zkr+QX6o+Hd`8}Pyma(rpu1~#N3%FqzMe*0KQbw;6{@&axgis-7
zj_X?rkWmDnD8S#}mz614Fq$^2%I55YNWAk(a0ZwZ67cdtJ~Ma~=;@J={L>T=I--8_
z&G+ER3nZiRChQT>3|yE=p1|y+$VB73=emfO0O<66F_<VwITFpc3{=Q+D<F_olqWx8
zEB?qft7izc!IqW1-*{x*lPZ9M;D;Ww2mTtpd)s!c@AMZxctf2h5Gz!`wG^{vJ8DZ~
zZ_H5GYGMx<q#jEPBHdB|h5A|oS2r;U{w90s7zxs#a*AN=^EH97wo0b{4+gX{$Hiuv
z<<&gfW>S0r9MRw&D?DFN`08c^x#t+5D*{3u9I3XKDLy}E1ri0=plh>Ud{*DWR$jha
z{W$%nXP@if(m?bLbp{H6Rh+3aCc*rt-4^YqHdseX${v5$DCe5aaaZ{b0zUzN<3Ie@
zpWQuXZZ9=Q5=YN#qxs8$v8(1uh4a(#uKev6w)Q=>VIF>_tUM1B`=41iYpY99!N{}L
zd@EF<%E$U}3gPur1IQ6TFqUTUSvAvLgnXNUWn-eOtSsrmBNOEo4G5;rXFm7K9bWJY
z?eAQK?FkqFQOxkMBtx$}PY)&d3&?EB^KD@QreqW_=NUYgJ~1PBq{l!sPqoS0{|k@|
zx}Vt5+B;Kcp;-61HAb`D#-!&Q^R<rri-0A<Vbge=GZhl=;T8L<lXV6a)0p2<X6&zO
z%TG51LUkvETTsvT#DjrjN3$uSMHHhmU^EF$SUvIt95?$mat0owE32M4TQs99qEW-Q
zynn9G@4%kJ|D7nL77c?v<ZsiL{+YFV@-K3v+m7XDdEOZ2*3kfjSmK}W%HY#B#!pPO
z;PpP(XyoBxQE}*G;=veo<>zi6uhZie2+ErKMWzA*mrNKW3I(lB>SgWQocTeTB|DH{
zf{Xl;?yb*1-6tYGl&iDSz{K(L23IYmjDzb=`+asNwOq!`p2(MRXWI{`WI-A2%%%Ki
z6Gl7@^Z>)iO54qi5s?_8uODLdJ-)Sh#__*-P6#^%gc~$GHgMN)9zco8lnz$1gJjNt
z$+!Cnp^_^rv#qE^A76OYA?3QMIjQ*V*!tF-X)P@D>ocqWpOcW*(9~oHydAmZl{%2>
zrmZ^_#u>;iNn>_G#5yJF<OYza#|Cf>n}y`J7{<-Dc*Y@*`~Tk1Yx83{K!{}R#j9~V
z-;V<*X1{eDfKEv^Wu%UPgD>!F`9+K_14<hc`fZeLhTxkW+ww%LM}N~s#6!sHq=U-i
zo1Voy7YoLk4u~EUSOe@Y#t^Yi1SIC(R%pMri5P2It_zyEhIqyQ{XB(sn*VuaHrCA9
z!VWsu>`qX<P*$$AR3H>Rc*4zW4DHMjf7}c0)X`W!KGp0TUC7SjqQ;Rc-6|<5-;N&b
z_#+2WY`&?}T`(9ShkmHMTTXrN&V59L%+JQmT!ycd(<8}CK{k~}i1VRG638cF<A4``
zLpRxYxupCS58_&@K#Hu}HmnI#SLjfXxj&nZynvJy>%22(E}DizszjINOGODO-ibTA
z5f=6QJ^PuptGW;q$=DSsdftDr|7wmBH{q$0p27V}u%@$Br)1EiUC>J_bn4?c&ePJR
z7(@++Exx4Xf{u!B=%9eZ;QrYwU~Mt8nCmgpV^I0GP<@_$tl>mmOv&&vhPRfPwX=vc
zGohI$qy=mszkOy<0P<<MGa}jJ_NFk<NJoRehWtM+fQ@Ddi5x24Y4;~hL3xbU2ceCm
zC07$$W54Q7&-hA`K%RX>MaPoEpn)zij5Abzb~f#aJA{$PXZMYb2XHe_^BtpBX#MYO
zYn>jY;N?B(!VspI<4Qn@9URLoLdrFHr@7rnhVv?yK`vQxjqvX}Ww!eiS0JV)IZ#gh
zl}=V;oYU>tW}f&{{eqz!6KYMtKIb|s)n_5NqXfnwvr{IUq^v9b`T6?k92F$h4RJW(
z2Cii3wYdNLqQi+F|3jmt7md5C?#8$W&@6gBW|`2V_qk#Tuov$qBG7R5-}^sHi~Llm
z<g$~3`9!TTHrX^x!2W#o2M?)HIR?<p_<&6(8-&6!k<qXCLLMZ&l5=F(q^`)e)T`n>
zdc<*Aj)$M|1eazICE`e(zU67ilRC4Uaisif0}tPm5x{L-&N|jz35P=YDd1DZ!be9K
zsM>N$N6tCCK}7;gxR0yt^Xl>oAFsUAAm^Qk$NK&@`br>WSrzsIE^^^{kpf=#?>zqY
zai$gS84~w~8XK7z8NV$Lr`Fg^Fm@FR6!Ca6$5B(ur19$8@J}%#hJ(ml;imV=G1RCU
zj;7M2S4dqvYrl_oiX3kh`a~vG>|GI-k`iQR{)f7;ZySujCmtx$-@h^Pzw||N2ESIK
z;nWVntLt0Kk!8EjJm57r_@DpsDHO8+FV_I3PNSX>V@N0Ye1`GgMduPDC+If#-AIZ3
zS?>K(YFRM5xh23?DU%n7$Wz`NS?wPf;P&~**P9MCZHnf)C)>uIAD7KI7xV96Y54E+
zm(4)(4EXdbADKq?w{Y|R1UXH*8^zwhpSf_j&}R;!%*&-8`)Y|{P^U7Up=W3qqZMo^
z<To6=`o!o*#~uGn`C?39=t%bO*VsQD1#@%hL1UGG`qX03=j|bI_T?6a`SS}7<=SN}
zXkGx<1v1$57k5Cf8wvMXBuZR6UYq6lSyW-zfJH>bDG#Djz$&4P>g|)ysjik+w`A1t
zcrgXvwsDJEk+1TyE`TU6xmaMq)?CVYe-sj*9P_{MD<x4$K#np1(v_b;5=;BN2Cv6!
zT=p9uQO6F4SW|eANS#_lW;5H@?~q2GT4sQUFA`0U3<1Prg~n0L`2cIa;kb=35B@D3
zP%z7A^8{BUouoqyT-(I=9X_temwn2;)~{I2^I=c#`3MZ&u<)u)WvrT-G|2waCo-YR
z447trNWvl^f*XtER-qNG^{2SvZ6s&ck(j%!cC<3oZkA=V*!an!ZnPFm3!cv`p&M=g
zk>}@+9|It2H%>oSXun?3t0kIrEP#kKumsthBQYRFQ6+wSq`STqLT3EfmGVALBJ|Bt
z5Juwh+Ul*F9lw|O%QW3{*}CIF*Q13ao)F5iq0A0*&?^z--;i0R#7Th=W;LcMO4uNG
zUPfS)ysVsDwq;+_UZergBQAh05Q<B>GL}QnZrF|q!l2BoBA5+VMhZ}%!$3J{kG&UZ
z+O-a8AyIC-0^woEstB|st~CdXkGH>QZ^jV)cgEYN%jGTd{1lN<ZrQ-oiHpNWW@YHS
z&d%W-?x%$uoNi4Kur*M1uA@mu$p`q_-IFYXUq8gSbalu^0j-J$dW}IMwl@~f_82DH
zWitX;5t5e)G3b(i0iYw!1duaH`?$Ab#7<t?-zo&<W-jKQ{I4QZvKwP)slaZ2X(@(U
zng<qqx<$Zm=}i!w{86~c*gx1&e7Ay&3+m_m#}S|!kQgf2z2m@;L2ib?s1+#=02YZ@
zmD#=pi6sD7Ke5MV_#nv#g1_@ac4*kILmQS1Vv4mw;3Iql4^EzR!Z^^#1`PjRJJbCS
zeJn19OcxZDYl#(MQhHRdu!M%&Lstrm0U@?p+l&ZMi-pHc5q(-1lzqs}&L#`RAvFh}
zY2}~1??NuEM4)!eIFE+Sukwf0BK&e59<HET4}uyT;KLQxKbRjKJ^={d4P5|dK|n)Z
z`?--KtBHF4o%zpu@QA0mOMieYh1b9QumB`LqD`Ip!CcOMYwj8K-5<9$7W-6Uq>~1;
z3xzF@N_a$Mq%<fz1A?xROsYQ|OrEp71`u<9<*Rpm1hQDOmAQ&bAt(iE(MQqIR_-p0
z`xlf?v7nW?NfQ%FLK$aRJZGS8NhGNQfiYSzPYCgITX=mQY$>k*#>>u@a!(q-Kxu!`
zpi@N5?c~A1xkwF4lm`a=C1?XkF|AWqR3UMWHr&q3r_Jo{nef)zf}5vRk(#g|X2QWK
zFcbkA{ZG;$of^3qRs&~*?nJI9uL1uH`HuF~k9{Bw%lTl8d~Kch6^PX$sC~@r?4b+0
z@~@5f5znqL`ukWF1o8YLYWdrpQ<#4;2ZrwCDq7%zh~sSZ{>R5z4n2TjB1lI0Obip~
zcfM~nQdms$deTPxgRCVtCeY+;GurOp!PC|)tS#GNLp{?)>MZ{%>W0NZ$EY`0wDB}A
zR%Aj5+w?RwKh$d9HFL9~1S0sVBZ7RLFt~o>1O_c{3M?%TYGgAv!P1PC1!`=7L`9;%
zN&klRL}ow6*vBpP31ota*bVN<q7i<tv7IzO(edQ`$!wWDHd(b)Cl3`HZy9l1fts`#
zLKe;dS3&tk_@U+de|}l6k*SwfLTY32WBfJ&90`1xNB=xDB7!NuaoYWOX3#8F5O_~^
zaFz-H!T`1cnl+RhTZBz%lTp4WJacB;;DsNxOzZ|Y=(6B>jTb{)0a-{bu<GkqgSB;1
zdWjA^iPFIyL(JK{#ztgtHp8D+-NBcBAcNEm+7g)>dE?Bm{$>P#<))i3@;oYp5CA!K
znb#sAv@$WR_OC!Do;m>Yu=_qn*_IWyMlX_|u5X<6I6dKfP4sGKmWvQ%PLpWsyo(Pd
z{8R`kjes-~ZpVL+CM>Cl$>G%ZljSuw+f#n4xU=!8*v*tmn@Fc1;@$}8w`6?MTw=CX
zl}8iGEx*fKmT)id@_;wh7(HU^rbds;p>%w*;hl>mHF$0<H1Rn-!@9f9S~t&?z>^yw
zU~VQ(9P3_#0zEuPP2T&@E#BJg%~F&Tx>C5QXrqy>Kbqe7(~{*Q&TzFAOf}b4WiB*+
zIya2==rN#OEd%H3v~|gAf@-VT8B2;r$eChyK@gBHM?W_xN}HP_Vm1WE7!NmgE*=;y
zWZHnq{2$xUcTnfPprMk=3tX`zEs@g|Fsx>g292{y=6U{xSR2o}-_h|AoGicg(O++B
z^zU+>C>>92cpE4<h_BybNo68V3MfKknpL6K&h&!ZEWuy9rEh_U0hu_OXe9uj`fzcu
z?K7Rc-T+9)0Q@ld3xzuSslEhz*4fi<!y_?7R3mEt?HL;Jzk7y8Uj|+AXj#mS{Hq~G
zNw}7xo_|^bD_dvwcQF^xt$2|DqQ@x`cO(e7B*VH8FLPS-i9y@5rk^ftJa@sA06%W1
zu`a3Ns=)I;&*<jrpz6832`&QOzmGIlv&VCVhIFhoH&um&dRu^B<PJTyvzVyGt$H^A
z2E3o~cdT~F)Vtr<{nWDy$Fk)3E8><ZV|KDrf;s*;8^1hs)Xz_5N-A#O4-fN4kx%Az
zU5M`cpgXm?VA9k3T)p+0pj581xxwL6sud`Ct5)mf+x0J<iYeQ>^*ZYm_IZwq^c)h3
zS)<wn_Z1V}q{#OgM|GH3+=m=KkwC9xb=7an%bkXQ8vc(~RlbP)PIv#a&FSUTu)ibn
z8>rX$-99QP{Nv#;$$i<qgQP<|zeChr<FzSUGFvE5{+s{zz)Mr}?x1!62GJuCqb?yp
zJ`gyYHMQRP#l%43Uq$@s3)fQzaSV3E(n?Jp2_$&ya1CdDf*+s0Rq;Z18tIt+7V-W$
z+q2$W-vw1;KK;@q-|_8J&s;3G?bMUd^Qu1(_}x!V>(h~Nup^PY{acZud+*Sl+HLpF
zo7HO(<s&vtWJpzj{z?(M5N|!5agbWnt9^bRym>s{WpxVVXa$${u)oRq#hLfNG2*|L
zT^|9#tFaPmHc(**V|Jif6p?E)TTTe-pa_{{b%26$nfH+Lzc7J>Mv*tomf41CXcLBv
zk*pbj@>KfMb5s4N&k(Yar=_5*{O!CzlU~KlkH$khG@RE@Dn)X~cxw%rZfmSaL8Ty&
z%Dkt4dExQXYe*7Q2GB^EZ{B^-XEKcd@6A`oR_JS;tbeIRk(!J>jCs~PH3hV492W-W
z(0J|hTm+niJh<x-cvDx(AtFM6qz(*Ckk5o$6CO4U-4{dnmKOFP+t|5jBZ5<gxP_Yl
zUxQXibmTpo6Tthl=ZY~QLSZp6^1s?0oQJ-n9IUNE4$cf4R(Bg5p@jZz6uwvWQht7P
znHg6CjyJo~Kc5{sfWlEv{>*~ndM%C;N=mG<$uEeGfXG`OY=E5~bMJQBJOQy=nXSlk
zz(`4)Zjp^3qNEJ|3BURsi2L-Zkc6Yr3!lp^T`8U5=rxwn?2}Uf80JJ6lLc11g(m$G
z-fx8QN>5lOZ<t*i8G{JUgTK(wX~(K0?T-RXNRg{Y=0ngG%EPz@LMm^X@ys>p-g|BU
z@C+4>eCRTRg76L~xhJKfk`KZfNuMcjLG>PBeF9KW3M8L>002+!ka{m?)XMtRqcihw
zVbK7}NdQ^EUeg@hDLYHSJXAt_U(zN7xbb%8gU7Lel?Px&LSr<~F+^6}&v%M$<U|1g
z4DYNP%^mfx!OXL)B>YQ~pUcz<4A3o$3=7*C{VF9@G9!mw@TCs|i^U-m$(IQ{hQ4U5
zbe(<p8gRh&TU+jN>OIbd<i<`4P`7#4$?q?f&DF*ATj*i~cY)Kc|L*{n#Dq*IGJ8Q6
zjeE@?wNUh&-&j|dk4nhdz}YgV>+hcs57IMGDXK=vXxO4o#IMRF6KVnw5uchc{BJlU
zXbECJot>=%$58lZ<eKT}X+fBcYR*4Xw0sJlPI2+s-T5t08m|y^d%#_QX)5BCprMu-
zkfQc|)$x4yZi5&+B&vVD60rDZzz}ND=se(jj9bQ{Gbng;3$mS=9W0;aD(B$+`xpP_
zK7&XQ`0yf}(YLQo`ge{u0isw5sw=);^dlM-yAn`KXP48qxPL3*eNIj4e$jdF+LbUG
zI~RCFjI0swBQVdG2!DE8&AphUnj86In~FVD)})a1Mc2yCz{>G^S!2TkD$2daUymM8
zKY-qQD<=4Ce|9K&>HH!(2Gh|;Vw4bX`Q!3(L=mY0xz1PTr>elzhdeJJh@ze(Qck)K
z4<|I-c#Zq;uy^2713twz8#i^FgRRCa?$rxZg^Dl(Q2aZ++}I8R9jPJXulxXGmbI|v
zH1P}T+_nTg)~hL@(TlP-UWsy0<|-QT0G^9=4t5@bICY*E@yqM$jEGA4FEhlwaUJIG
zgC^|3MTQLo&u-j64S89MLjAuPg7htUx})FUCd$@%IgV5uM^jQT(9`n@oKEAu5uY(#
zsm!iwUHC}OWiy-tUl%k<;Hkz@D!`(nds)JbLrsN4Yd;-`sE|LLD*DIcFssq!_~9Ba
zi`^7+=;i5GTJ|YY%c156YHAiQr^X+N)imdbh>XtawH*fZ9XSeGwPy3kct-HbZ+znR
zw=0KUvQd$|W#7M0byvGN%#E5WQOgM6b{>0!MMH)2Vze}E*6SRn>#I)a%U8n+-M_b*
zXy6rg`UyNYhrctm{IgmYFh$k;TbUu+K4sF^2feu9@Aw0wsqI#RNd@)Y!!>-*SFLpg
zwSV0R&8`OMN(_6K=B!2uTl>8{qOoUY)3fF0IxYBFQnpp`&gLu6jf)I)otkSfrR)!U
zA0B4&n@a>OHP*{}&%XprlY(LrM037|c|s%Kh|8>cR@mAMf2J1pAj}X&4Ug7%RbC$L
z?54eZwk!1K(hHOlX3BlWCprtc(ZR<4xU~;~rNmREiCYZ|pPmnRbI3p}j6o05fUi1j
zvQTFChpQ(3R&qT-E)|<zr4o){Dqwwl`|mXR`hBL(k6Zg@3=hY~Qf{AlHju8ThxB1*
z%x3CZwfbD(GpX2cil7loGkucIiKXXIML|cO2`{pk(mV1&D{J_jQ`~nH4c||G+j3ha
zN1iv)Qz7zKHtU@Xg?To>lL=2B{m<SXaiBD#4)Y4>j(PZA5I>CcZo7^a@Q5l+Q(=<(
z*!iXiUmqvVw+G3Bn3BuL=l$vv$JM|Xzur7(xU+LCL%!qVDa?|n$}uHp4-dTbbj7Ia
zh+x!2ip6Vdaw;~PmiB9<kdTqoUyW4|i)WsgA(smgqDgPlSjv-sRrN*BwWRWinw{-r
z9c~r+A|XweB+I#-K=KRibF>HV7uHarCZZZcM|gyi%9v4QA)~3L!qt_lN1~xT5N+Oj
z#BI)}dxYaWuj4;`BETr1Iy_`?eybNAt!3dE89cXe#D+nl>&EYv&a*kpr7U%2De;tF
z{!2moiC?>%R72-%gm@B1N4&W?*n2^b;Up@srGe;EpnHxAV+Zo9v!^nU%NR`2j;h%q
zUG;lB9ro7XdaGTvtoBH~FSVe$KV#p=$WFmuG~c{yT0os;rq~AAqK@xiw^my*M89N1
zu#HDks8Gc@Uz=8Q{&ErzUJ{o9d#-aqjETuA(9G#o@dGk<#72;`mhK7tNX>A}QuH3S
z!Pm142FOk4Gn7L8c0H1H^J6TfOj$`OP^kb9RQMk&ihFeX%!iu8Q0$2a#>=Vzr69-A
z@2qF~_1#J#7sS-ZnKE}(IXtY!n&bBnRz;W+=1?fm$=K{|Fzc-gMXXenh<PbuZZ~J4
zXKAzOC3-kLdZs5btMYz-&VRL}h}@uK(bN-Y6*}~We1y8(ctyebWeakJf+bvu?!OeN
zeU_wtQWJz#&klB7sD=4()^zqwz5AXKWs64!amt{G1?jac(G3PGS+$!@)3uM7^Ram=
zjO=N#@+R%h4_jZ;8l}90WZ&EF@}8p{cRp=Ac1O=K66Me@Nl8if5*eJr>d=D|kyLev
zY7?t-gunGM^(-#pYZlA85q)}4Z1`}tqL-G1Mb(Xn_d|Tbg^DqnMOAE+%h8lWQ1C@W
zw1yo9>nU*q%sM)NRynl3pfbQrLn-J?^C>@i*;B$d!cSl|B)bc<-zqvX!5+U($qAqx
z3OxJx82DuXhM^3>i0Y*V(y&^#pbjH9$F+J#F&gI$KUPJ=CRDIT(DW4gS*M4`*FaQA
zn5F9779AFOJ4Rk#X&0&KE_B7eoPk4?L4-GMAhkx!W{{Wwn;MFozsqxK7Zx(2^I5Jx
ziU@x7jMr7(dpM&3eQV1ANiyph-JjbltpKe#G}kgK{hzKBBGIUd$9AR?ND?=`8g5u=
zQ^gQGzuSv+7@3@I{6u!Kawr(<Cr`D{<Ck>fRK3sb-w0gte7#5n?KRkgij|{-cTIot
z*q<$AM#6rwD7s;Nq7daoHubp(g^@9)@D#|%lyH+Y)TaEZ3K{8rlfT>Ob;@&H;u#sO
z@l~mY)}~ws4?E)%sv=w~{nab;Ug+=WxoQ}U?9bJ)Kw90w`FUTRefql;_81;EMv_|G
z$WJp;oc~msk1OD*eZ`>X3NRP@g7!<Pa;O{&`Sv5jF_(~t_zhN#_)`|s5#q&`X{mEZ
zcO)cRTZ(iMUv$vV>|5?*e>x7;Ks!H6yz!|=suWjUi^h+Ic;bY%ZQ3f@<VhZ$#;^>!
zc#dj}xjbf3ioakS&N3*i>OLFgq-|EqJRkPNV0}Wts`$BCELEAw`OUE<)&=D8X8}yf
z21oa0INUtbJ~g(c2Bj}1vh#ZMe1qtwtu@^luFKA<cSb}#n#;(ZnRyIvE$9g7J86K&
zG(~4<EvE>(ZtrWQ^RQ;(oMy?~oj?5@OoJ__P$kToh|HQu@FJ73XK3iTTRMSji4e+m
z%Oi=J@A{X}&&?J#MPdWfRLaShn&S~lmsjv)tmDilPWP&^SC96<c=q+)qjI&5FOA)>
zco|O5CNAEV_*35?zgmKmYOC>UzvG|Ah)XgX-B0G;|6~GM<!BF)jGAx7cN`p;BM&CJ
z5>tmNg<lT89><S*RYYsMJ<U+;=J3-8+4nLiEZSUypsx+AWJfw1o_qerVfGQ*;6=n6
zBdM213xz@u3zO}uN2KjqJR=3BlEdB~0|vuGFk<9hqE5_bNccYzu)hq8mXcGi$`y6|
z6&~pHc<4?nxHRx`5IuNbJL;II5Ht|QvQ^QD9}fNJRiPJW2UdMt0gK(e%IuqCN4~Sx
zzS8Y}WCr5op2=wn$`HNpb0pL^Wd796AulVO6k0`y6InfJbDs<FJN(9Va<cwl8?Ka`
zqeFtpO1QD8JLV_1X!3(BHOucFw^Ok?kX}`-n>=pVH_!`e$j(zppNcd_5N=tp6Pnw%
zuE6mW34bof#R$1TG@Y?BL+YuomQ8|cZaeyzhV2sJY<e^+O`C(Sc78lyH#m7>HM++n
z^0~L)aA)YMF}vz|FnSKPFQ89pP<;eQAmltxA=dSS!#7>uLl28IM~vO5(kAm1xa%Dx
z0`Yq&!=p7{T_oN+Z6GdC)E{f_WudC>WKJ?%wjU+Jz+~m!(4!hQG#d6xH?`I9H<W^s
z&sz<r)QO&qx<`@E$%0*`YuMYD&|+pU>eo+r10+$%Wy~?nr(d2s1)V9NE5eBzM|uXe
ztO8Hd7T-K%<VlD5-jg;t1v<hBu8Strj<}M>lyeu25zAo@$Qj#?J_(savizrTt-`(K
zY4TlgAek=<I(7)m{46^IFakUqD819GUPg(NVn!7VeYfu8v+N0oh>~N$*;v%Ob6Ij-
z1C3+I?g+uIlo`1ECbyqxH&)%b*rg9y==Anx3|Vlkc|(kI{A@-qLDPKc<^-x-t(jK^
z{p4BoPkzY>5oQ!nBDN|zNbI1CnrITLJg<Piztf*9Z%F^LGg9ZSsLP+@QJZ1EJ8Ln|
z_@HV_<FVReiO+(VlAa?eY6*GFB?8r*HpWM6NEEF1NgCMo<KuJ2kn?DQr9)=QO7h&{
z+hbd9LLNILAW9u_y!j|wx9kWuQ--rWTY+4xt;y;cbvm+uK%+@YjrowJq@FeU-8}rg
zs?|t;sMX7I_VN{ZEULWAB|m0&63XVm8&eWfl``W63Nit&I@JU+<?a-EI?Sk<p%iH|
zjflX<9AxwMA2iC;f|Uy18*vg-2dfOHOk}YPeL&49%ol!L-1z`W!cjDkW)TivE)sV;
zz4uHEgoSFqq!bsGa#v#?uIU{S>Rhs^t$>>@)H_^}pX}hXi-f4Mly=&T*prLOZ$MP&
zDvNr%0?s(L>UPS&c(dibW^4U@xe#^yTAM>Elk~>8$MUTB5R4CxS-44vF{6@V_V@nr
zUGVW=X8$HadP%`(xMnzja&tA^vzc|;`<5*f)SEktReJpA-H0PXOHZ2K;ETS^08Nrv
zMOZb8nV;vxTFSy9gUDuQ5m6713pXz7%HkCnZN{=OmOKmDo;p$mO9fJx-QBX0@!Oz&
zQMsV;J~xq;57Bi~L6Qu{aD*+g-OuuG$3+4S#|TS}JoR5Q(^F1})KZ*fMuA2lOu|C_
zD_dJZ=(q&n*s`52#<=>;+_`H+Td$0H%)N0Li@(0Sl5=~lr{#u4kX^LixsymWy<j?Y
zYR~#Pqh%z=wUBn4XLw_`p#@>@acl_C5oZ-E`-SM558uALo9&|+qR+jVKe~B-vP;M+
z67t>5B^Cn`(<`M+Kne}NDE$aFOZU^jX0L_r7j|N+ild_TBdK!JPwwXb@a$nMGHe`g
zh=Dd|RsF)r@U`OezN)B<@XI1bS7yB#VqdS|<;f=BN~>w-Yo}Mr-+Bwo`br=1y!)Zl
zdbKqAqv4KMbCN$dkAOH*r1_m`4W?*$B{IYX+V6wG%Dursv%PO^GwgoUY9vwJkQyMY
z8^T{lAutG_|M^!pmvJe)1=yUXenD{zdJrH5^lLW44v^J4{7#)O1{tU%{4mQ5^`Jm_
zDZbeJh!O(yj!7wxEBA(1h_1mJYt%+T!jO7FI(qp}PkNCE)$QpTPLLUx03)+n*L9IE
ze>Arcr4f&um$RxL!A`xcyf1OA-%+Wr{()!T<qO%6RS~!CkmaDMf6M#&GGyQ;5)K)1
z4jbyTk8FoHF8&%lW$-rCs3CIO`yKT%Elm)zvbu_fj@|@gwpv}u={_+3crbU}mYb*k
zkVsdE{dGsKGo~NIY|M_sm&OoqN55LfCu%?Cce63nSuJz(^rL{Qk_`KC4U8r6LLMkN
zt4g)X%gd>A3BQdhKlAY^)V|i)p_m+amCExOda+iFXsRX_5ww@Zt*G6t1>b%Xkzpqi
zEM}%9!WGWyTd&AOGQZU<zNP$YsYWQ4Wg42j93LYCq!AWNQk-KF+(l%oE)Fx@_61A`
ztnqjB)+Prtie5<m#4>m>0@0p!W`Dp&LL%i7|8^@;ZZ^HmFlJ$cPoVj5cYa24aXBJZ
zkuhMBz|!S7>r`cnyM@`trnGT$c*zmg8ln_!)KzstT&wxY<DQ0pi{EqLWzl)YOiIj*
zrT8rclv@r?GphE^&Z4aL$(j9Zd{8u9Eabe*`t0_dAdQ$h19#=K2JiI$xByi1btU2Q
zAFpYXllP3WANfxa%7m76zby%&<K-oS&pzs@G{;sJ2rO`+7Trt@F!NZcsD(zP@fiZY
z7BzEdj4W0D*M`&&pJjF{9N^SNe7Bve7D?h14LV#+16qjQk=Pn|)44oyQZi8DTDv?J
zj98<^Dz`?|_M{U1l!nftyBgpig1Of>LM~@Hib`!tN~FI|7mwNTt!!*Ci(sUt7@nWI
zCZZpcke&LEIAz6~ytwlT={w;gcDwma#K|%Jb^o?2``)P>l)Ghb5pFg+YVEQ;MI98R
zO+XzQQItK6SECI4w(rLG`4f77tYXe5mk1d&RCEZxpWF8Uj!<qRr`LY!k(mei*qHv=
z*>zu}x0(!O4y)|CUx!XPD{VB&sJFWnRsJUHcmbN?y8Q@ZqjJ}bYTUD=8$8@UCY@tu
zyFgLrWJ(C1p$2usreziA*w)T|mKqiG{BxBkQwJ~#hP{`%Q{JpA@ZyH66;6iZNFhAh
z;Dy?)`|>d+3?gW8&t>I;&9^4Hav^y5>t^F4&*V-YbWMz2Mn+3n<xg9I#^9nqZWiRy
zpShxE(x};h+SU#RI-!MypJ4A!reFh<m9}XP6-zQRkge<6ux)(Jd<c74wspnjbVYE1
zOiRKav1Cs1Z+nZR2cr^#+3NjcwYCDa_IfBfU*DzDTCPMt>Ik+R!d*GOhzpA_2>D2<
zKy2`Zs%`DbYcZd4?IZkD=?-}*eUUGQ#U@&5#WFF1GiJ~$8Ku+av)}71hTQIUhJSRA
z`rrDTM8Yd=;RBj#a=Gj`cC@)(p%ir$93*>1Hc2D!(4xJNEPpOTcQRt1pJPojWtvKs
z3$F`o6neFOM0{c?CMSFLTlBS&#McCZ@Wj~I2=ktfp6Y_Y$P<&5FByeAUVTh_ObqnO
z#M1?wNq$s1Fh9@>u``<5`tZ!~v46!^?mYjydz2N|_Gj?eQ<g#2#5_~|P}N_@?xN%k
z$d-QPCcaSu_R-7V1x3?@;&$i3qkmuO4U?the}_6#PEIEh^73P5_h??Y($K^UY`>*v
zacn&Q(>78yejvYyRG0j;n-vA=739<5Rr}Dp)iP>DMMXI?GvQh%J;GDCPKb(bbBO~G
z0hSn8?4g~VZ{8isf$Fj-=r~4Q0jO6l$5!mf$gSh;zN-8V+qen}$3EY5D@-hR?p85C
zfurybC~(N`e4a-K1w$N5e?CFb{XfeG!3#FplX?jIuI256dPni#WTtu|>fo@~V|(JH
z2a6Lq;Ka-YV^c;$B>fjmgL%?QN*JD9XQMNz&POG(g-X-Mg@M|lPk+~3TpgSy-+%^w
z^sEB2<>Db79StxtZI$(*rr)=|0zN)J!O^7`?G$zWE71@?`Z?cuiR3u#<M}kvVz4FS
z%2i~#yTJDC$%MVI`&9K~uqk6exuKVCD!}u^15O6D$W-^wrZ!L!l{t!ffk>}hth>?0
zp6B%sR-eOOzjQHAN&|;4&nrZ?{L3mG7RZA_E?+Iw^Y!<SeLlICJ+rfba+h8wmSCjF
z)Px~{PI)?@gJHE4DVK!o`;NCcY+8gG16yt)pvgL#cr$urwB}d48TJ@}B_7^hb%cRl
zQBQv-n~vr^he*78SA<v#tHAg;Pmyj}6k?gX^V5jqk66BFSK?pB-`{oib57%YeGgy-
zB&6rhZU5|^E5Ez>o)sG#3tD1-%?7@|7^%9hGawgL6W!h}kqM4a0;x(XZX5}LI)eL+
zK=yu$#|{-dz^#a|`i_i8WrVM3d#HB+Oq~>o4z9kBrZG!x(v?=<HKNGI`-3_N>94fg
zG|7MZ$A|sN*KQOQjfjS5<!e5?zHSAL!(N_;_t)x{2?x-jPy)xsg4FNshCsxl$TGQL
zrN5us=W=dezxsqLihNPqjf%edm4O2j3D*T?Ne3mT2nN1JakB>pnsLhvaH=DU9e@cb
z;YS^U;{c>6{@lH!|832C!lI(t*5_s?J2Y4TUjXmXx3?uR%SVX{Alfd!sU~GJRmp0>
zd({#LF#5~_?ZL5p-~ricVk5;SeE|)<1VPK6mw=~4sZ>A(I=)Hg$@@LPJO(By^Tb74
zoAJSjsPVx-y11f}lFZ%hX@n0Bz1K|VOqYJgIac3WOj7FJjgwvKi2a7lZZ@rj2*lRW
zv#?OlI*Ea{+3UcOsK!)IqVA5DLy?2xSq%<391PZ${b)L7Z+0u@5W&HJSseU}>RabM
z>}6P|VNG~{J7^&r6G6Nv3(bD@#x0?zO9Q7)gxJwB{rY3raO7wLNUQz#bJB02$?v!p
z+V}Aq$>KXrGknwakH@%_P>WDDB-8*lR?alUC@Tv_kctj_;4drt2L*|jw^qn~8|U_7
z6D^7T0&{DNLc44`xbI_0j(N{lX49p*F;}$N;;{ZA_18;o$e5%woe3-s!#4}G)t=%E
zcDYbWd+vIB6vfBAraXz6)0O5r!&f_RK|jg<kWzhLvb+!%0Xwbd%CpPozR4dfIF=a+
zsYBU^m)er?XiSJlMsPsu&C^2#aUPEygLm(Qa%?B<a#!)<62qhYqE?|!=5rGypjRLM
zL%J1j2i-DP09F0;Btby~NFb09RLa2f`R{`UI<cd1sn|r5GVv?;_+a?mu8T3L&EGH9
z4#3&9%hiG!IJ>Wxf|3^}kAP=`IQ&w9tilWBrZHVBJ+nO4BaUM4Vv!0oL$b3miu5XY
zySsgWMSU{t>E(vo*W`MBxEfOk%Dh6}d5X8-;*-B%NzPF%lJK~3B{!x-MVxX*f`@kZ
zlX`+Nan);>^i&z>8DQ_7+W(-q;Kq*?LpZd{cT)NC$1Prs0?BG_#P{J|nW=}1%R;n&
zTx<&Hh=p>mK--PIS~4=}+H$sp+v?LmzJ8-KQeTW|=m{3KL0u`Q2m$`fhZ$<2v%h|R
z@N@;uQ$bAuZFXwWscuZJ*Ji-d9*+JO1wf!?^bAccC1V|?;wSrhxS*f%AIo#pR^C-~
z3k!=}<1|UPEh9=A8rE^1@UVX5i;Kh$S*GMC`&sUUlJX%W)}u>3hpP>h?r;_a&<9Qn
zcqk7rj-=FMaldLGev8`Lbv}WqwjK@YvKv0tKiCiGzx=pogv-VLC;YKIA8g?X5dc-g
zUsiY^BzftF`(!sh_kF~S4lV+G8+}D_>g<vfhIFT0_N9>Ny@Q<}$GlQho;BOQE&ZJ<
zLRZo#boHI{fO8cKDW!Ewu<PN##C829J%zwY&6N&W4e)fTY{qF--kFO}O!C9Va*|+*
zvKFW$T;f3>Jd+m?lLkUFvIU%+oTxN3={}?L!on;o+Z$mEZ+`>JR0bhe%t2)4KYtFN
zI1m8TZQe6-`<d=>pTBfvij(rdKkg!W?+qo5<`^c6FdNRu{nY{L7{ORMIqeUyPruJ4
zeg4|j8;R=-#3Q@OH7ST2AR{pYEN!7a1Hg_uGHFi*)ay$z5%>^sM*r7D7uSH8Ld=n0
zK0yXLgNWlIE#rH*gboC|l&r37PHc{9nq;l*Cmr?<w=Fs#7U`ee_&lNr(&<}VaIu-{
z$8`^615Gvw(TEx8=!mayO?pR6N2D@hBW5_hu4c@N=9LQm`b68~CPGcZaZAXSgbi|P
zbD0x)*)Kh4nc8a~l9Q*x=IiPakE#nmG`$~C^eXLo)yFm7s~{P<rG_cZeNU@8IJMmR
zPJ%@}f%nVz9M>dcPRfmFA#d_tdeJ~L4C$a^nEjtfRW$*JfmmpNzq(DG$hgMqnN<IM
z`bIUmah@G%3yT!k16kQ7m5ecraluy@i(JBwQLH(C%Ir!$Y7}Bqrc3qw_Ut)mvV+Dt
zcM<w9Zc$oRftK<&j8<Wmvu?aj*#U$Xs_tTj-t7mPX6qJaJET#-#>L4T9iww02KoJa
zbYnKWz>n(UpH~s{Nq8UeY_A*Ch9ao7`E9zk`la4J2nMaPQq*p~y*XsvKEcAH&ig?R
zpT?u^Vx*#8fAFw4C^lB9sUF(L#K1U3T4TL0t)jvU+7uqZH0Y6*+xdwT^P_>biyg=Z
zKh>Enz(21A3w2iTO?Cai`pdVqEJW3scj5$cA+to(_XxfCzgZjJb~k+T4vT)}x;<MG
z1=MD)-whBf;9$?MAGf($@6j<g2EfP)l$a8;<$?}JpL~gS3WucygSIu#9gRRNkabU8
z<iH~>KK?l%GYXv_?*qe1$b0447ZuyUs=Uw3-@+FF{K5p_7c_StR-jCc7O4P)8qS(1
z4kXn5w{MBX#H#&(DI-;&nZT@P<b#1ES@K<0TAE_*4U3U675i7&)cE)h9d}L9H|Q11
z6Nw7WE-sQaOt<pHq=oVVawp<&{~Kw!P1CO9REM;NblIyjft59jwte@sNEN2uWK-Fd
zy4i-+iS^KTo^RmkRV3Iq_;bQPI3*fpEw^Jc%Rex!c5HgQX~I%c5Z)hPYQdWm29Z4g
zqJ2?Yh<LGiieDe#W+CZdVPWS28I{TJwWh6nQP7QBeNPbQnSAOtr!$L_cvegLf)Bc%
z!(jKo(DkpkH;b(iwf+_rV@9S61J5q>*tAMl5y;~7SGg-eg`{Gjno>laa5Xh~m9FRK
zCuBV^@sHd&pFJhl;}Q$vB>Z1Yy=7PyT+=m-0+Q05(kUq|AuTE0Al;pkN_Q%a2uMkH
zcQ;6PNuIQHzWemLpYQnoi5%39nYGrenO!jZlaX5a&hxkT`njNL(a}o;rn{@J@#)dd
zbVu2~ftkDX>V3&$i!}ThqmTOX&<;h+E#vb!F3m=da!`>KH~9jdmej1iwI|{CBqbl-
z_m_E&f|pl*nC};tHIZ%4ns^;L{2Hj^f^7!fm!wakIRoN#rLN;yKJo=5C6Fl3?B8r|
zgOYM2)2I~bx{{$2#$ZA}Rx53-OIdRzE}g<kui|2+-!`p3cvF*_Hjjdx{Us=m0jMpe
ztV{$>V_a-3GDz?MuSqM6f+z48!L<g0+A|pCLb#L^erakg?B_c^=?|PR^$mQYx90(F
z-(;SJ<kO%9iM}v54@rMZM)tJ4d%Up`tCH^GqT0@$c^sgi@RT8&sml@&A^XVV4pPHe
z%li+)_)71BeeMNUi0ARt2DPpr0<zAB+NiDC*9hCAd#}L@?cQzkmrJdrA+rXn(YT4_
zgV9kkAX2ZLsLhpId3;HDO-=oCW2S_6sS!7#zTN~VH?O!^Xm(~91_)sub=E{EZ;n67
zyJ0HPCT*;D!FB&q!5~fpWv&-tII%-N9UNUj<DNWxp<K9J1{%YF)>u^~ZD{PDx2(#A
zI0c#$q$~QP^eVlCrY#xkTU(Kprs>Xttb^MJ2OoaErv@8T??Z={1Tgp(6T0KxzVT1m
ze6iBltamMp77KIe)3C!;zZ_<qxrH(-O~FbMuv@*HDI<NB5;^2XSn1uf%IkSfyFGGf
zjQ_-Xw5qXrAB4c`eo4ln=NWpPzh(Cd0?E%0!A`%R{Uj$N)0Z%3Vv(t!y<VXF!))XX
zs@j2c6remX;N0&vl3w!?Drz*<ZqUyD-gCJ==`x^*lVJk|B}3D}-`tin>dgXGoJ%DZ
zXZ?%ro2S34Unl>ybFUH%p~5m;?}UYd4I-{HY|@@zHVZD#VK8t_wNRejpKMxocT*dl
z7tjJ}=QT+CtG-R4-<Z(5%Cre1$??Aoe#^{I?VaiA%m291Ef1RE46}1^hC;|6!%t2a
zEoK$&e@1efQT`7hDZV6Z#QF!LUjPX+d1#hw^CHGA%YBERV0@@@MTDhP&HC|OZaA66
zBL4>$9LlD6AcF&8aDB&MOl+$_1P~)In)V`H86mDkh3=<O_tT8=%?@nw{x-G_yGg%H
zvHr+xcOnZPAL(+F9|}3S2D5>XYX8WOurNzLreC>vX0N!ois*k#?*rnIT4mtv&B(!7
zB@`_8{=JlT>I;}36DE}G?1w3T%}gx7v&7$zxi&ZA|1N`vkfS3}4>=bnCu^h?d@pr5
zQgF0wAFEyuZT<Gv2<LQ>^99lHtIVg-Oj*YQRnYW{^W@>~F4fdvSwT&fo4aO}O%yfs
z6^h3XZouT8I^<!7x5P{o6eZG6tIW%B#ylAMZH%9v2A3EZ2>A@qZROq82gYZet=$2*
z0Z;AXeCpv4+qylNeq@f4qy3VT(`n<EbellBE8u)d_I63F-~gg@;0#f$kCo4dJz9zA
zyNN)LjZH>2|AuASoW6c^gs6d!VDY9gy-axClqHH5n=o~0jPnhlw#Azipno|yd=&$6
z+DMcr9z5gzJ?ouk>We)>ZIA(-)jeVdABQO8V3aLqZgLgdG^}e<fC?WwNIh=h`uQ>G
z9nue{uU+#!m@K0*^}GV@9q-Ik*X0<$5nT8Ns4{YC7JnVem6jj6ZTa>hNI5w2+&pvD
zG-06fY3X~*@@p?jG-Gmzuz9=;jl-lD>Hhj2+*+HTBJfJY4p2Kdx_#EA2$-CFnw>Ye
z`zphip8oX%{m&ab&DRrY_QxXm(eEr4ex`y5y1v#?bnV?C)cmCH4)-Dvo3zj5|Hma1
z(wn2s-@F{WtEZ$dcy5Jo^TYGP3Ep>v1(2o}Ec)J`a{#|QStkZU*hH=TE6<Bx)?81*
zp^+6AA(Om*k3wcG3-2_8BT--Lf3Jj>C(`Iz>saq}3T69qGp+eBf-%7!e(>IgqgQbu
zbXMOoX1wvT!isjjm5|f7`_Dj$QkFkJf$BZVvXLNOieKo2zl2Dgavo61$WMRl3O1gr
zeL!8PM(YOJ-}=5)Tc$gUW;uF|wT6h!mjuDD;#R+21cVf~r%qEH7;&U2zlrlp{l_vC
z`A&Mk{n?wa;5^-`47k4P^zlCRwg39p4U=@hWMf15Lz6l@pgsrDpt6}w30&ud!E<va
z_vMFgBxCdfDz|heSUFH%b`^z3OH+SME23ISS;3rKnU9wEn=Rf~A>b`<LkgDL<MGCf
z*YkjuR(>UtwJntKLQO?i_uQWU^}<N8D!)yGh=~=|wrx*0dx_G_@_QGYH07K;^tXa)
zpt9Uw@DSl?++4FJ6Ip9|b%auY`zIiUb0H$y2pa^<4@D}@woT4FXjQ`ZxU1e1W!*b5
zF^XRl^1A{;kTk(84ZG!N2@5>~RPvRAaeotU@0sxFp!d?!L+;N5o6qTdzzLLA7!dJH
zrQOk#`t}@Tqg2$_)!KSl@F&?g1}LeBl&oSjXH!$=D3S2;XR)i7*+*$W0&VlpYrP-r
z;7ED1N-Um{@ofx;3m2KtgyVfFhl!IDzpn1rSeaaKEJ76W#UvYFI0d0z9rcRkOh4yG
zs!q}VnQIlBHNel!MI%_$oSOFqO~go4yY$=0mnU_uBxx8ra~fS;lC}K}M0|~qd{b>H
zUIC`{jeQs%4JnWuJ9~PbegCc?q1`g6nZzP2E+>bD5-9;XjA4K?Dn_f!Rx0538@ruu
zpqc_nd|XzK@Y7Ozt51^S-fyvfT;;&v>ui8D2m~9$-m6z@6ygBnFJV!@+8b$y3}gkb
zOWp43Jz<f;SmW+cN$@$Yj^kkI^r0m3^}7<f3Zs;IEIkn2uxX3?e!P2m;1u+#VToVk
z)5V!f=UEwo(bCVTWH#F8BWc$W(c-E`=wt;z{$~X4rchPJcOc+a0QMEZq^bR@F9y59
zWRC(`s{qW`{27iGw)_#0)bu?Ib9d=`ws-0KP_R=stHyl$ik{PzluO);r$Y6B-NI_s
z#q?)sp`qbN2R#TL<|}0ca{{OdeYF^*eSZL;u)U;JqO^wAjpDk9jsKkV)_bv%5p$FE
z-NWButo%TJab6aKER<gI^+3g;1i3)33qi-1KdN<kAMh8A>(n_<amiq#p~M8x+<;~_
ze2?iY3@`(h7D13`@6MfMD$YEd^<`%7VwW~Je=5PKcAp1W?R(pSmMulW5jLgzvQ_V#
zPTj9htw>&i@!OwU{al~}x5W7MEX8=H{_)bZ(dB5p-bVlV)8gcJ;5Oo~J(UgTcwQu=
z!m;A!<nN^e?pufVGT<e%RB!c$844B_npr$^a~gmNW8>pbtL0MF#N|GiCrQ$Pqcx<3
zq?<p)IBYg)!Qot*kWx5Qb7p*5=E@I7`r<lPFi3l8n@w9(s$UO#H2%()Obd&2u^na1
znBN)v-rNn&P-&@FuGDemsDrag$H+9MkWi_Et7{-2j?vNK`FD>RYxl=biEx}|c3tT)
zo}&4aTBewaUqPj{++#wdSkDUw7NMlQsLV|y6t_6r6+91ru;@<M7rh!NPWi6u<X31o
zGE)sMjVT8Mze_<78gR-DB$#+VT##R%6$zhgpp0PRsW+%{V5BGmT|+<R6gH8CNOd1u
z)>QWWK>J*UHM^mxv$*)20TK(Bym4Z@pQWRtWBXYU>}luM5vYKhgw`t$BW_aY!hgb-
z8@0FECiDVL8$5UY;c=PB0UUK^T@RT3K-EaH>95!Zd-KgVaFlo2Pi>jCw$>jv^RS_2
z6d>zL^i>f4k2njO9&@gNe)HJxSv~oyM|~rUj@M=i1|Fa0wyj7i90!^UQ~Lc?i`Sx)
z=uDS+pT^>dldty30Gxpq8eNXbP^Tw}$3hQ!x+gFR&hM?n-xR;dbV_fjt3KhXxB!_k
znLUS;+lDtfm1}6T3*B#vxm>(wivK6kw!Ki`KUq<@$q5@bCM}KX4>BQ{utH#6UBoW0
zIL+mae+z*y%kya6h6S7L*K-lRK3#zHpD>06H9Wm~M(%ya1XP+wo-Fw1_n!h%UiaI(
zN_hR4+`}NxtTD2jky+F-9lX23J~_!Ea&#=LcV{JIXMbPsCivosq~S|<psGbpN`F7}
zgyfJworUfi@3LZ{Atqm8IVi1(s`cJUcxrzt9ha)gPH60*>M=Z?pLA{QRR}1Lic$<|
zt^b~%f5wpl2hFq~_c}X+{r}R`gd82Mb=TBX^h0%U{h&Cos3@TPcT6EF(G(1+z)UA_
z#~AgTwVe)DyA`NT=(!Y=TpbrxxF6Gy+;b9zAz32+It-X8c@7O?C$o?G`U)No7Yd<K
z^1VQiFSof__1HNqJvpl!88hm?1kmENvpec~t;O!-(hV;j$~=sFOM9v{7NDe6lp_?+
zNASg?+E8e;5+#}pAD+(&x{BGu=lW|L)bI^z5t9~V9r^FYG0F^Li`-l%L##U!h1d}@
zpAJDZN@NuX1R3u1x9scnu`4pCi9MIO<}GS&I|3U1@b}FZX6D1`H(>Y{5iO{qtqBzW
zpKb@E@aTn5weu8Q5kPFX-OZi7nXG1G!?Cmsw1!G?kSwzeJ=A{YT9*IaarQXPl|ONC
z@BaLFF~QdSYu7_O7nm$J0%jXGMq>PWvp*>T@lfk$dHJAb%|1D>w8Uik@rBUHK6NHf
z$V>E5R?6fwO?AcV^|5osKZVFK{IVy2)+PSc@<dfBdF<XoH63<ie)CD5Bw=*Dt`;vV
zIll(mim@yZn$l?eHg->SJdDkxt~IKT(iXx#7Z1pu(`7U1a9bO}2n%mM`Sf*Dug{cd
zF4bd32)J)J?4EGF^-T{2+HLID^yt)@!5n~spq@=GtFNrpYl+`WC7hf*6$+J$roj`$
zMTjYC^~2ih%K4M)w-?FzOlD>xB?@5j!VEhSl4bw!@Gyhy^D#WSEhobCbR1{|%E=)C
z8mfbvdgr_r5)Tiqt{&;yIsiXuR7*=F>-+nN2qC{)URKHxnh*Qd5ohO+Zzk}yJ%f>q
zwqiCh?M+UmCINoMyQg}8gsW-#<IQ015?J<~&F{c1N`LXT_vGBAQ^(%51FC**biagp
z5FT!)u}LH74G0Ofp>nB#0eUls4^wZXl|Lvk1e&}D0V%n{y2Ok|)49Qo^TjiXYhQ~(
z6Ap%LzbRt-);5#~b&}3{OnGrBO2*1LO@;3^MUs&gftXYpRo&OBo{e}qb>F-5M(8F$
z`Of=N%fQ3ai8A{BV8!QIiH;h+(3kK+)#BagaW;ed%SCul-%|l~qjs!+rhClK)o)&!
zaG!MoH9VY_OFkf`?Vhy4kwNoO%ddXEV|ax~K5wMiP}-!3gyhfeauti`RdIyZ)wE{Y
zI>9#UT*%1_H8ztE9-~p#;<b$JWvIVyJ&jfkG$wvoe%|GEdq<lDjJzuQJif}OBkA+c
zRPt;(_NTi}_ls>oD+jOrEj44XU6l2YMeCwd(U{;53^!cksteUf-5a@nz^J2sTvF$@
z)^gPt5p7sS_ExU_zU*?nDOW7QCmO=@eQmm~ma5X7KG9F0KX5O!*dT@DAMwp-Vin(s
zu8B*`>&a@%7X>^FAk(C>x82{EVxR>k-R5iJH>q;hst#f;<%3Wj2`WaJ5O3fMmoc4@
z-{1DOXKZ3lNlp%)n))X+fFcA?f<t2zdp7&RLL+3qXlM8b2EG9WbZObiKR6U$o{-}i
zzj5RrB<p!F1LnQ5GRo&CWIBlB#|5<%4QH<6$B@w&&7X-~yQ~~TWy$5H*>_um-)XNW
zJ!UQ-?7S|!L}=u#UjXX$@Dj*@$~12axfoR)IET1KXz2S9tkq-MJA)9|PIIHKO%&__
zX`84Bb(*id!1<n8P6mrGCH8QuHqq$%BbEd>F(b*_(8}a&t!LpSVd}9S2;_-x!=eqb
zu)^S~437QLcOHUo437K$;A@8i1Vs&eJUEu|FDuCu6lC5+ob<7_rAzf8GO*45pBEsy
zM!XM`76`*b8uwAcPmz+VLKK=!W^i9+Qg$`*Y<mW~G@C7c>=Mv&t>0`DaJbMcR2Ozk
zo6CRB>;%aU6O*E-+X6iomy&Yu@Z>b@`nssa!%`JaTMF2H6$;}9G(S>T(t^_O$=S~t
zn9qLEOYH|&ev+QSc(AwAV!$)_j&hxN%OoxD?JAa-zHUHhu<wWdn=d~a8XEX3yDdxy
zliVeS5~nLHCy~6b-=R0(pIyZc<N_^S)#VLk5#={&wx4>4t&2Wbn~mH6z?p$k51cw{
z$Y1=U9Cdl}3CGZI)1A?(0%Bz(FqjN<D^LT?ppetAo$mN5(3m|l;ISIQJY&lrJtlMn
zn|W4Bs~~MctdP+PE0z0P`0yIP!<F$B7Y!_<6g*TZEmgq;|M9%#aq;PB*(06Tkr?Wg
z$OR>IfELwX|FeaiT(V@muc;i0&(oZy1JvKjb$_zb7<p=66=eGL^F4vku=kyteeXTa
zs2TF_5lsYRPS2eD>*`PjzdB0JSF!+I9Uh#plZ%Ufch@d}me`Cvy-dvZp``_8?Rz@A
zmC&HNI?m3nB1-0Ad|zMF@blEWjsUoH0YCC27NK@fX>n3-DAt}vkx#n?T}n-J-Gfqq
zl(4qWJr6-Q=qq0@Isv7n_2c8${CG;yWB3PRW_f6B_nyyO1AKx^0P{S({|jOB_2ztI
z@j*iRg{;%VHa056UZ-r;AY%b7)2D`<eDv;RnSw1HKU&;Gc8>9f5+d2iS}R~-L?v!T
z2Ib)Drm>tdP(hkSL0?-BfI}spAYfIrd(9uO232gI7bR8A;jTx><|_ZtspFrk+@j9T
z?gUKF^Pc)2LPr!)cH-9n-5-@yK!HdW^yA@plX86&@x{SS860VGldr++Y9P}w0<d20
z+vUiteTGlORUF;{+qHhEcdxY>#vCV;+x|o7qTH!VDUxtW8pK1o1X-Y=pz-i1oEXbX
z#@K<ufk`>WecIOtRYJ-9u1qfcuPRw1BE=;zrz_DK+ggco_@@KX6Izpp0ZS>jTV`**
zQ_z@D3Jqrlm3`Snvd&vqDqw2Vib#5j8YQ*rDEp-m7c;%*l6-fg-(93qZgu)mVNSxN
zJ^$|&<@S3ln6=KHkZap932_NL?@801@FS>{2dcI&V1WHFvgM9t{m|WwlAYqEpx3lS
z(r8VI*>e&)IvPNHPZ&DWkwMMZ$SB^)_pNtwC=lq^PdCM(0_4x1E-+dK5pUnB7AW_i
zJbSi+h)5st`7?*bTsb2VcQG=I$2~75=)vhsd`;(gc#CcF)B49Gh558JkGm8#UA|aC
z+>Kl`GVbz+9LY~`2pXcQs)8P$_)`9ibt`jO{Rt^+JqW?4v+F*$JOqVFH5Y11DBVIo
zqJ!zb6}~&n4oE)n-Yer4Hr|d2jYJg_5A-WESj6h-rtO&Qx@@Iwy*H9&)_%la@%F=C
zNtqrvLKZX0fcBCAFb~>&%(9gk#w&ZAuWxq#?k@33yQC{SUZ1!^4>{21!6_X1u9fi}
z^=^AnnEg&~(VNv{H#T^8){pS^^5vFQB#jB_G3~zyl#-&JfP_z+_AEFw^vr$jgv+~j
z7i8cpnpEx+Y*H!2jK}KV;wImgmerszc(YGp?YL|9bo4-P+|11A<I}AL-uf7N-GJHo
z9#Le$L=juPy<h<eZuaKf8+>yFi<+^OH}4bW0ivpz<p<fyw}US8ytDaJ3%l#Sx=6m*
z&o9IYVe~vfa^XTF{^gEOZ3I(!rMtY`R0WCXqXzZpCEN+{RF(YXKIcrdigxh1@l5_{
zT~TR@4r^mY*LHicl;ohu@nwLsHruocMlNls7j-YxMhawoa9gEPI1~yD%8*;{DUpS?
zmcw1pSXt?S+c3P<M-&|AU~*sHD5V??D&Bf5{nWY6ZS^^rN`3QhOgrIDTgV3MTtY(d
zvt_~^(?v0-kg^@et-+l1cw>>zJo_^xf#qxlz=h1Tx`~aYy#D9sALrbBP?ziZ^{tD|
z_ntqJWEu{NE=a=;mWb_-L_8Z`0IN$c9r+bjCGtjo<^z<5<j5v1<oepmnhs_9MH0{B
zFwK&6ob%Kfk2Wpa-d@Sn0=!0WeS_;`L{v$ZBgNA*Zdf#4sPa1PAr+XLj216BHS3ND
zIz@d>Cqe|3YHjw4MeSt)9P4_Y`#DB&Lf=^%r9n4*G$Y_-GTLt<$E$poSN(t850p@9
zwh}2KZnBAmHF<KmWU%&A*=R%~Kr`?aW!gl2961rsnHWIKGbO^oL91lq;*(Yc9P}hd
zM~oAvp)%r>aUajuz*{o6Z2Ckhw^iwj*tyCtYWRWqgfSQjl$$OIpzbKo3r6FW=9Ogb
zLj(|l$IA=^!B-dej$dZ&-d*yeT9Bd^My<qBi7w7?mD{hHR@>@`0i8JK!RwOjdpB*4
z#NQopsfzdf8E9p#H`v?Ft2zCBD@|p+vMO~SZ-;Eh%fI-Pj9-lAw^81j0l$igshvSY
z&vMhL#R>z)=vD^XW)~?fU)j>)GXzE5zS5(elgl){gGP((qf$|6X&T^m8?4dGpQPaD
ze*w5wN2O_q!`2|x^>uxg*VV^rn;TsP%Zce}C2^aGJY|M*lYx)TypB}ySd&m2`a~S_
zXzB7!h3}9fs8Dtqgp?VcW`7AiAZ7e>o5r0X;?Iw(qQBk!a{l*kt`GD!cPro513D`#
zA@Ai<D{wP?<{~8AD=k2M##_jEQ<V{Zp%$roG-Jm}-MS7J$lFk&0Tq`UU5f(Lm_j-x
z;x2w|+<LA*lS>}gbwRBn;@~Ce3NAAWs|dVqi-gKDh@T}Bkfai|LPKq4jvkWA9i}Oo
zxeH(K&tBk?N)>c>zwwO~G0Ax=m~qk>xa|R`J+KPlavChYz{f|3Bwfb&GCdR)Ev0Ic
zu{b0Cr{Eiba5K_ZZr^}#>1amyH@aaHRxOX7QjvsJc#zqcKv2Jf-eDk9!N7o+FR9G1
zWr4jNL+WQBdPU2;lp+I+uqT7(CCu#c)BVF!>&x!$>uEu-U@x_VAJ18}#o^lP;-%uE
zn_LC(67uYO{1tC;ZZvh+>?eFDF#EN?X>7EILCpAES4Ul;o|$wZSA+!G8jc~Z;%`9P
z0QV2-2g_GPgjpNS@Hm(|WyNE8`+58WRANMIZN0p@7$yK{b(Q%bCXChAzbK7LyLPSn
z`7QU82eOVIKNWwlk3*~ookesS=hI40sh)X-%ic%!XUtPI#EKtE!Vk-C@umfEfJ-OA
z+^*+7#<Qwl8c&vSOZ?*{aCFlW0P7pS>n~GmgBY^6(x4rTq#Ym_b{h*SusOqK8Y#@L
z0l)XaN(clu9B5SPz~i;PuI9M5ruN1j?-hUabme0i<v*fI8~gR^3%YO0z_LZjQ33dH
z^Z9~0iI6Wgq>a$%3cynjtTa?~^wMET69}-@w|BDMZThj+cBj@zv0EKzA3PpDcj3?2
zwGi*&C|4wy@fjoB9vOI_E3Rym3UzOR%le-`QVgcjF8RSkft7^M6B|G-?DXh<&&We%
za#^>tr$~lRpZGf7=Rz(0z!gJix>qT-yIjQ5+?)=*e3pAe#oAtQIZ|&}emerQQOD0c
zozn|*B{wYqOjVV&W*}%lE!Fq^gi@VO(Dy^;+Y%5B;J9sxq7*W$3|E>33Ak-=FOOQf
zuMW;A65gNQ+)FcSyI=q_2=MF_sDet<8elO-kN47vjA!+3R4<<Su4Eg34ganO`Jq=t
zl>Ek+sjV+wLPl{`wD6Co_GSBoQgnZ77KktfyYw_pH)m9GsnvvKZKv3c?&!ThT?aEr
zUV{;tUnC+PyOY^5q2FsFC-vjjU{|)WCfENAU9lIv;kq69ePI6KpZw(=HqU*@NYdW~
zWo=8*Ogw_P#7U^`?xo$*Caj=ys9ONA)uc?RjhRDUXb%|h(ggja#{1Uacz&RZun4q(
zVY!tla~7u{98hQh<~g|Ai=vQ+JJ!t=L9Wlml$+@>UK`h8I?Nncgaga-n1<6#AIDBD
zfX87lbUo^mF@jc**VWWq-7(e+)B;wZV`$g!Dn^pd!-Z2eD_-%^BB|&<JX>YiMF9BP
zOioI?hs#Y)#bx&c3by_nOjIxpit$vL0eq&<48DQSG`jidl7#9M2UH*2+w;~dRV@5!
zxIPPevaKWFuw&N@1g%`NeI_0DyX8^`=gpl@pY&SDVEx)Sz&fQu*W7q9^?LRESj&Vu
z!ui1y6&Q1HNCRXBK0mvF7Ez?%4`7hy_CG$}@k>T&N7=Uth7Kg?7=zFUh+^fgCN~v;
zcc2z6`OnnLfNMI)E0(Lgc4@1yprP9=3shqeszj`0UI2swbrn)#d*CDlo=);?-fxA>
zog99cDp7mqLLGrco{6l8UP>!sVh<o30arG=dKpRZ{@5pQ{_Q&;_K$(YJl{j3B~5S|
z<iams!&X?2eF6)bSQG)PTyoN7K4^P+U<Y10KIDs`!9o&xET99WqY*HcH12V>i5>6$
z1h_c4bAeZj*Yy^SLo<;M<!WY8-~_as@WHmFyp4X}3F>$g4PvizV&2P7t_2OGv0XiU
zr-vLG^}2|wDrX2FP*mE}19thHCV~=ZCf!euv&fK{sLyh=9Y5YNmD|iyBobbLT7glA
zKmGl&Um7S;G6K9mUt-{gYM9kppqG|uzrC~Y@{W=HxyaRM%|xNz>*hC65|Wk7J7cR-
zCE7xubA%xd7$UEYP`q!ZeJ7M6<5LQ|E)SoK+S|9TAFd*<|0Jv=3)J!aQmZOErpR4y
zntu8S5FXgbU+l)I8)^3F;n9XQ|7!z(9-AJImXglo0xGplBf=TI-CC>0gV%}4m!eGl
zrrr>$vif=)56?<)=F5PZ396diza;|LoIH$~bzLy9Y3<rU1G|J272{NF!L4T1Ry|lh
zS=uBDJ{r*A#z+BpJV>XVGbQ;>wWj!l$172NOP{>p@~A4&^h+57XA1%|V|4LId-7Z$
z+6aIcYPg_gKL?YFKEc6xY=Q=^@Mxndp?eb^{fwDX>AvREBLz9n3Yz;*2^4W^z>S6H
zd5+i%U=#*v&ptg4$N8}VIWbSPKTtVg5m@^6r={vEw^Y6{Hg1mafay$@!ob*SqJDK$
zSOHpf{-sQuhzojJOi=m<tJ8RtVVz^$_e##&6eS|kgncyAuf4M-!*Y@qBVS>q1Be))
z=1tF~7O=(iD5=_(TkkGRHk9<TqgabnDKGND=a~K_pc9}^^KGMB$!mU@LgfECRW-K;
ze<pr*KZBBb%xB{!CQeY}9FyB|7EzA=%I7<D>~gzxj48ymm*((c5sJYfO)^lgE)1X@
z*Sim7*B{;7@9!a>B8i&tysq@HNFxeFMipe>;1m1eu<M|qxReEL+~nj1fexFa5eoEz
zS5yo%)VAGPAwUn>jP+vH<Q`luSaQ}2tH3hfdxZNkBYveg!@1_0Kwv<*kx@|Ss{>K-
z&-)T6^#YoYzj|62|GVDRwML(vHu}x2z|h|5;pE6rxe}?Xk3efNhS%_C#RF!?Rv$4S
zAz1WpDWj4#KL^fiT+$&*u;Zc+x8EvkZYTh=8#cT2YGS)vwgX-$4qm|`u);17Rbo~J
z)3`Y1u3TAkKFnCsRG}QfZSS+RU4k*Fnheeeo6DRGupXB?cF{)?6F>VVL&2Xaf9JSJ
z=yI&z$CBA}zDFGXl9=zt&aqzt;oqE`N;ssj!gR-w(0*j#Y%ace<aN7uBRd{DKz;g^
z{;h@0(UGA*FM^X2Yr+rU9X4lAub)3n)}Xgz@2qX2NdwXI0x>v}X(2u+g{_hyucd`_
z-4KdR_<#`)eCKTASR|l=G~bw+gHbMM%$gYAtZkO&5N&QAsr5Y^sqnnXkb*>M>1pCj
zo!#BU|E~R-bG)W(<SM1$kCy)cJSMvH*!V1OMMhG$B>E@@x4J;*{1k)j+FHAg#jxq4
z#vQw{j84uKsF8Nuj?h7gE@vL4_0QH5p(U%<L`a2@abJIPUh~om<GvCxP{#odNlel{
zMle$XmEZ%ppw~>#QiE5yQ4i4IGfIKXfk7%?;Al+6W_F+*7@{HJkP!|#)-b2)ga<F?
zM%>N57|(Cs*p7J>GnCp}qLDR+pKa-4VypohPLIskxM*SZ@y-EwMeQBsGyU{Nc!Lqh
z(3pcX{lEU{r<V(9jUBjvC`Iq?_MKeeKM6vB4DH==0&}zy*0;+pe=?}Lx$5;JUZ?Je
zUcH2bmOmH+xXg15o=gdZiYchE?wA}C1AT<kK$kTorKe2JK;U2)=P?GRR)UWE#>s+I
z(|B`*@QkluvOO{(gOCs|8JR9{oPN($W?-|kfs>4~@h=fh?>tc|0zMH}R6-Iosg+?_
zyzIz)&bP}M4qFSxZ#CraLvm`xbCpGM)=^h#DS7KDp)BmU%|JAb`%6Rb?IluBQW9rx
zq!xG$^R8>)Jp**((#8czU{_WHS)!g(Y(eA`2)HVd5}EH%oQ3vj_>q;ORq~Hty~_v&
zZf2+xaeBA!Lw|08^8Dnku~7OIv6-CZP+BEJ66kMg4w8JZ4el*)@#e_KmyFR0xPVAH
zoqfdu=KxF~R)E@4?VC@riFhu%<|;7V8h*d81tweLsa-D3hh>M-VimakMe=W+Us&6$
zx0e$Q@;am0w=P}}BpEz>*%}H4&4?3rOP>C}T6=}_tJU=Q;obq_1?q2_*Ot_ooCz49
zwVIdz?5@1U)71>2`C(LnS?jH|X7Hr>krD6!0pkS_7@Vg{N5YzA7rz8(V3O%i+hryU
zZ7Ek<kbMsDlg#;41vBATjGWo<PY8G>EhiTcZV%>nYQY1Yug4l~vnIxE{UIfT-OYgt
zk01j0uu?!!<B(=aqGaSiT`eI9xAN6bKI!!I=CDVfvML>yOkD4oz`S<adk3a8M9bug
z7(ub9iRffrO_v7vtA748f6~{f`xX5@LEG?8!8C{hc(Kv_XAS&(KlEB)Yy>^@f%gED
zKoiaVxO?Z$HB1@~SX_=<n^5fAmL<TaE^ojM`eeieZcr;8YzA7v5N>UMx8_G?JzzWr
z9)Fxw@2=V7JYZ!6D;Ux~G(;GHP}aUR6eBK$)w`@0#K2nDk<Qm7A(bT>%7PN!>Z^3H
z;EGnFtzNf?^|_){KjIw>T`eq(i=6?APa}dcSnP2tK6cV?tr7U-lx*doH=jDRtPFus
z-K8&%ibv*Q0mSOw@vNe9$4$rPOKmCd8wp`N0(h;)KmT<cpk{$)f>2zhN6=8YU;bZr
zE!-<AF_fVAs?WfC-MCB4PH?}WT|ly>+3*pDQR57QbYTDABm^i|XG{l-2b9Iiz4tJx
z?bJvo%^p9;Y#*4V#0CB>(|$3)Kv@681{}3%*&q62<FatUEQ@~NthSt7SO-$efP1rk
z%V6?@9Zw`-6JFhM_ctegO2~<K-3!gizXZRz?r$v^m6QzUs&9UR1OfB;CiA!lU{b#M
z1VX*GQ>ZQQTJ3`4Hkq~c1~$RK#<ExSlEQ0R^djiWx#S~gS6(^1DRHyd|GWE??*6u|
z0`w3vQxM(VO_B5LWGXtAD#bhFahov$w6xwmun4rY37gq+9`FONHzMeVQ~naGm%e4@
zk7mQfd<1eXApkzWRmE6f@AnmA{%|-ijCxr1RQ1>z9L+_Wz)sWkROLRquB2;A+<qJd
zp^b%miQ)f7`qZdLFXDwet1^jybv**pvv6F0e1Cik6dWe?rN5LN{@C$0x>t8OtF;Lu
zg9k?k-&2-%-1T&qGdOpK{{|-w%n3>@+JrCcZ#DT;%(rgZpF=bfTnV$U4kS>YN8FUN
zh`rH%!w{gbs`}#<mElH5KpnjbtuTZGQEao9TXgrg3f{cBnHe`FrCql32`w-zMwOR;
z9L|`0@p#^h!5J5K9LL&5ced?ntcR>3By{B9<ka5ejy#hq9S#e5jz|%RA&Q6@01TTR
z^#WBa0T`m8cv@QXn#8_HJV%nod&9N#$%><m)B}UV!@&WtEwkYmM#)xc5!u?)+4Y||
ziLhzO#XmZdqmrxRJ2jv{euqX8%~ieV^lJzo$RVm=>9GRM4^%XK0j`ANAGxewtevbk
z0T&d*{><yRq867uZ_Nv1wpL=&FML%xIdUn_QGZd3H|u7QPP9xUUEf^4M76%dg*X+9
zLe#e=T6WCNAvyuBz`8FX+1j_+N6v2OZ9J2!S)*n>W_VEWqIuTuPT?5>f)@_6$n0Za
z`^(2df2*bAR3XS6%M@>8GE;Fssm3IC^@Dvy_gLS!Z8Cpeg&$8Z0Z%FBOfg>!xvzy~
z;;C&MxLVvcyU`<Qtj7JZdYY9#1)G~~SYw5aC7B`#ZcyBgb`etKdK*cU67E9&Aj77f
z>EYu1@zwC*Hn|kLXs1|hO`TCGQ*3b)t22DBQPwK*jZtEKLo~)2^7s4`Dt~QBdn2ln
z<q9uiO3FL|wi65!p4;aZ!DU$5L`=dPvWGjB>xINmUQOBh%kkG2vtAaHdCgk2ap~#N
zCnrq2pZ5JMuH@klmL|{@-n<W@FGd!K7)VG3hXlv->Q^+WK$+n^Z=?ALK4}TqSFpMM
zexi|=IJ>U`F_gl+&z=beAB%kP{(k-GlLj(dYN(w)rl_1!L#6Oc*<tXu{LshFKLMK6
zf2c=>rIQPka_LK#J%i*tyQ)7PkRHUw%TP#KpFdo^2ASUy*n2H)SXKK`h<VQ2{o(!A
z{tQT?Xh?-#U)bnkhOkOdQfU2cqc9>sKoC$Z)P)1<@KF!B!Vny-WcI)G+oP6UjW|Vk
zfBBFcPZ{VjcZZtBq76#3>=lutP$UGun%PK?kZkq`<ZUGzewa<}eQ}`rpz3!%!dqZV
zd|Uf^YOF7r{pEaOgJ}5eS5^&-G5|MXMSv<a)8;21Nj!@v7JN`SK#25r+f^)WW~;(>
zQ4Jgunv3$x)?@F25R|P)3cg2+RKtm{A9L~!Lml&aPf9e{EIz)TF_rGjAA8?_yfe^<
zI$^oo%uK{XA621(CR(Uk$r3Ubiq9&PV=?izc<5E+OCnWbVf)s|VL8L&X`lP#(D|wu
z<Fy~8h=?cex>vsJPUiE&6G&`~q<MhOlq`#h=3-gQpoN-<&5a&<6Z6UAkFC4Yq|n<(
z5eU=Y-|xSaU={~9jD28uu=mV$=j6`~UEs(uqA<Dp3=O6z;*H-gHY%_$npVrz%+dG0
z<fPg@17HnbUAerI^u&X3gc8;_@*6EwZ-WUh1{L0)=%OGVUQHW2nO+pse=xGMjo3{3
zXYoqoF-|M%5)4)EQZ+xVapYYUk2R7&+iB$Q+5XbE-u@zhD2GOAH(kE<7tjdK%tU}F
z7i(W%7VXY1mTPGoFZ)Fx<?M}IFz=#VzmID$b9vLpyH6o2X2ny>E&G^pwX2VNce$FE
zl05Q?o?e*Sc0a7b_$o&}&B<bRwAPFsGLb{%d4VS7;9v@V*-92ECuYLkNt}<=B0%Ro
zFyTl`m!BrkIu{ivS*Ux&0v9Bi?T}4$$488F3M=BrQzoXlIl}qT11`5+bEsk0e)8Lu
z1Um8x&kH_!EalU~^2Rr5P0}S=USw2~Q^tD11#hf0iOk1@B)fuhwUQ{2&i8%(-3d_`
zYTDe6FJ?y6ffy6@e@|XFqAdq=<enKWZ;ax6#KCC!l7K-;eUU<l&mxrNn#U>{I8)<8
zb0FxQ=1QpE)zN_#_Wt~MR$Hx584gq=0S^w*o^^C67qhTHp#LT#m+T;NQb&hPY5KY-
zsq>=G{)B})&XqwuOXL~f+og=t11(gr#4kNBnP1G7wTbSGe$z@ang+IE$BSE(sS?uu
zrm=^R;}5h2p9za78y(D<O}LCRX_w}S8Zuw&1$+=D))O`tGmFB>hA#MQnE|r-*jsK0
zw@pe&2<J@Mac~Iws&P;FWbsf1eTrN#Sf!18SHB7tiTEjV(Kq;FW~y&;V{i_I9f(N<
z)Qt3ksZC7GItIeF4<~Y+o5BmU=gC#fNKL_Aby8Bw{LoyF4o;S|i-iH^&Zuz5-4%G#
z`1ER(6--S-E7o!*%aNS!%Zn0JD$!PYRzxit1{lR(bM^wwEH;R;crE~0bFBepp*s=Z
zf7AXu>Tpj>AKaatjr3kn1kN>|M=}rV`C<{*8uaGn>W$}FYW+Lv>tBe?NVq&%eYLOf
ze_KlO7@3u_L?hD2<3D+weE}=kF)|V+YOQYf`zP&O`8p-&>UAyUaj_tMW3T@L7U4)l
zS2sN97nS&Z-c>=2mX0kX%fXq5<J!7d&;7eAVRtWdk22f{{_gleW03pxu3)u=dhZV*
zzw~hNzqIeneuWZrDpR~u(^S;>te`R;ZQ8HgpZU_A*=O@?zLdc@`R;gWR3X^=M)35q
zq_cRj!jvNgjH{E66K<mu6-Aq$vN3gqd~GjDn*bIyQ@!w?Dc0(ewua)e!_O@TQfQ+t
zW^eKfH0r1!9MtPuMVdIT4@N+&fne(5nzr@FSXMFgOAqhtPvhgTQSl9@Par#QlkpTN
zy47NVBB0b2S(@X9I5i%NMTqGTKPB7vtehGah2=To<NtX90z(YmJw0-1B~kE0v%O1o
zUkG|{$R}H*mPG&mQUVO&`DZSQKsNUWg*V$kkM8oE6`i~VH^lfG=+Ri)+v{vZ6%EBL
z(w!$y<GJX}%qKT&Un8}cy_9v?*F<u2<Cw|CWSVZ0RkK<2B6ZHMHqi@L`{8U1+1|B?
znXl5JqW;4+Qv%6zUe1#bSUWzB`V!#w%H=(RXB9UE%&$b2z^J~m&E8F(0_9&A5GQI@
z5GPhzm0p25m%e^!@el>~#?DC6M5P2D4l}*EUifqbuLDY&@4nrK%%-c=jV60Y3V4zy
z;&#}tHyAF6NXnpGY4NgtacbJEpL?p0!z5AM=fbJ3?ASbCA2xGAZvH#p8+-K^e)p#s
zK6f*0ceOTJS4YzyetZU0DY`uzH)DP6BeAn?B#9QfVbPeOj5Oy=ZYUAY2l^}Y0n9UO
zs~NE)Zq?1A5F|BDVJmIBU2Ye4Q{qHm#C(RYA=T(MIyt$+j)?jLqT+qN_lV0KXwaE1
z;kR}-P;Efn+2nSJ3r6M*Lm#`zmE8$Y)OQEY7StMR{MiOOZEafLo2?gUq~L<c2b5bH
zE2esgQvRN-a=2W=jwDjcbY;k%s@l;2qgaW0qb>UzaV8QNzRA!)DF4H3h9w41wsVyY
zJOBw&bkpYkH2b(Rs3I*t(jIv_vbMKA+(=z?ai+#RW8WCsz^PLOo`5uht*rVs=eLH3
zM&1x2)KZl5ev?%*NxWFKj$*Og$5xSdZm~Du)Am%^D!0wN=uYp99f%|J%GBtf*6`DP
zSuqofeZQ%NfW4V)e~Q8I%RVAz-Bm>xLE{D@+VBAyp`f`{C8s(0=4i(3wVf*LOm1>d
zdxt=|rI_N3Y3vg|DQO6U3YsxwW+iq)_+ynP(FGE5oo=uHye;bftlzGJjs9$xoZ5Tx
zp?QRnfmpVz60E;t^!4%*Hpqva*2{nXxX7iuU=(#-mnh0PZw)%zEZ_2|msV%I+Wh=Q
zpxjA<F3lruvpue<;%W_~@wrHO!)1&m{U<IQu?$|!Fm!UPaj=;FF}6`NAqJv19Pmm_
zo-hz)YU9IRlu(tQ9|!Aci)AU)^As~n<{E22(4)3LUP*)bytXzN$%H8h`j>7m7o(S(
zZmr)wMuI3emd3i-8AR^_QO7-8R4Y%}RJ8_mBCdXur)J)uKY6N*6S<JFxhC^h5an(=
z>W3k^|1v$eft>iILQ*m70^`jc_=p)3iO(a=@POFQ$_i=wqKJrzARs`<@BS+?3gWf4
zH>tQQ>>yyb<lWQAY!sBrb^V-f^er@a#<N?g`W&qKp_J+O?CZ^fnISsdSG`9DrN*+?
zxG1Vpq4is1n_qgr!B#-dNdfi=dT}AUzI2l>ouBeK3|=n7li=@mO%_ZJ{K1?LsbHfz
zSHaj0)Y>#zTpXy$$-_fOO|Pt#WXNeXg$RbmO|zTH!GR0~LImc+-7F{*&T1yTL$s$;
zd_a#PnuvJ1_Pjs94#yuFYD9g1<2F9);O^Y{TP<HJNwm0sXKVmSL?6KfbP9KOb0DeV
z67%Q}SG>J-CCQT)_E*Ze%vPrH6F(pg9nD}=`mAL1RfdN0a#_^D0T*1wL^)b90H7Tn
zZe_toWDk)4780&JC5<N#gA(ukz+N)%js}U~4UB-smH0AIk5-ZiHn5e%^({uZ5(Z)r
zZ~iff$r5XooQvtWeuxPH{Zi=J*+La85t?zMwoI=!`fX=SHR1VrYF}Pnx@lGy2+}GF
z1r{?u`0W4(BBIVTd?5oNfgu0$!on210)U=~X25JLURMO90n1|93gira_3qXO9<8Kz
z#kwBXxKkw>SP~Jx#m2T1GfKL<o?5z+wvdUYj@4X9!moGORn){IapL}p3wFI?N0*}W
z;y<qbLB#cZyeR1qju0}#@TKiB++VrSL=Tywx!EsYq{H6{VA9?`#W4EhOke%rTRTlb
z6H_M4+Q+v5M0^8O3dw2~%>*oNp#mur*kL-4C!uFo$89~Kab9eGkH?@nma*3EFd+D)
zOa)6E!CrTm^c$NG;hp)OE{DqSUYEaX?0j~gB>sm(9o!s0>OBXkIdT&J`;V&vz1^k8
z=i7>w@ERIYGc@y&K%oCKAVwi6ib#BPG@8uOKxlS9jwNhc|C!v3Oahp=A(f%Hv0jbs
zD=TQ>aH$g=sxEdm0{0Is6S=au%sQ8J$3k7f)9+%)rpNP-)tfy|=Od>vDea;!-3V42
zxVMk95nzHqPr2#Aq9QBRtL?uVJ?81)_P&F)22_$ZUGNF+<$mIudV_NaFAl?jZE$#~
z=0HH6(&soj>s!8WjNi}|zk8eL1<My|{mp!}xjTW`tZzi+8kOe#Mfl0P8>F>!AV7x{
zrD22n-Gg^&xXoedLIqm=3^!+npx1xx9-5oW-~i?ct+7-glTR(}yd>4Y<Y-`+DLx8E
zHo!B|!(*RFJYgbW`#}rg5NBl@$7j{|t_@4-Pxcp${NFN4=V-x!pnQOXR7mjmfg-($
zBq+n$Gh6aocCl<FpX2Gk$)%GixW(PQTYvv{Z@?dpH>j9K5|Ms6vDJvpkhhnn%d?#4
zMeI`$0)Nb(iG~VW%hlHB`fbsDHP)=3t_qc?U<`}=*=-jv?;iyo(x_^Sl(s~?BNaPG
z=<ET|{iL99S)h{-H=6D<+=yco1fo7-iW6c4UR{VBt+8IT{G9s<x4(cIcl~P7t|rcD
zJ_Z%VOsNTy0Wv$shbl7|&#TgCU`rWn#HoTT<RZI0IRW|}xO;K3E&%5fm+49vAD5Ey
zQVPKf9L<HVr}8J%``DKU`SV$!mO|drBCX!v0Y9Ql0Ovoe%N=9M6nmvPOsYtIYrJ+O
z37SrTN&r)8;1~8g_pD=iImMMBe!RfYGM!J1Red5zzfktS1oxO`D|#eI(dQ(gTQDQE
z4{@5E<%#~KH|eCe2ylDh?V$@b_d&fsc`vs_kJE<FP-?U4QJppu+1O?ci@Ttn?UI}P
zP>ro3BGBULHS&H;JZ$+U{J5^yJm%M3x^S&=T;zH^Tc;-)dain1iBW5}7X=$~^us*U
zA(BXmyv7>WTraVp|F1&e#$T)!h=b#-hW+GBY3oa&MclOQm#yvn3<%>T0qf{;&I7Rd
zqL^F;<^uTcdjI`YSKG;W)Qm8tqg=Nm;<8N=?Y_p_UZomq?NaMB@wS`4i`g1w&@99A
z_U-lZ=h37wY@OQk-UB```}9^8*j58FNa4jo54G6JkzO$Kg~C=fc6EGTA+-tj^|Ai=
zr=Z2+LmLi6Ihp-WW3{KS?d(skC{yd%+}UEjkjq2H9}X0(9lbdF*C9>OwOgsTp*Pob
zf>bE)-|zLO^^L5x9t%^qFX~+5+Yg|~jh^bA+F>61F1cPr<yg&Dryp}835QG9KnnTI
z7^Z4UTOCyoQxkP2heHz+dCCO90mSy!&AJ--by2*xRBbi_)9i^GQC?m}z*i{*aT@NO
zp2qa`B@6W>MewU3^xbl*Y4ZwtY~yV3_8+}?Q&Uu%W676k8~%;b(=htj=?NoeX8Qkj
z^lR$f)oPX~{Q7Z{Hl(I;m&cK|?L?G}4L*Da#iiESQb%Kw_g8CbB4i;i_jU3FQ4SsX
z=cXo3Z64O4Mv|&HeDy`YX8i(Fd0)sNN{EGCX<<z5MM+1F6gdXLE=Wq0l$Mq$b1irL
z0B%L7mkb&$&a^^%#s8Pq_owf`EQrQg`MtNB<iaIQpMe^M!u`F5tgHYOxiN)@dBbVt
z{fBE`7UqDf^6!#go7W=Aqg(BId5Ec`wK`sV1Ab$D%Ev-DiAN$;LHVitE?+<1LzXrZ
zBP*{w%POUmyESu!Mo4IS7ol?sHgsWT0#9UWy7!8cqMP5<LgU%%)TEAI<y8RfG3LqH
zz3@x@B4!MuG|7MaJanNmbm^knClL#z<$e>WvvO%UJ(5UFFtDIdPX|UxgLrk!=wrWJ
z<bqxGnGdf)jod1)w-EMbLj&J>2)Xtv!2UZs8&8gQ);@;JS7~qd$9e6}+7qi6??yI%
zdWp`AL22r%f3&;s<E=VrvwuZ~RRxRG@8)J*rSe!3ARl7ln0Qsi5jg8<*Ptb}vfCUs
zx|sa&T55bC0@4qLja*i=U;XNZt&~iku=%KvWWX&=)P9jF<2uC&@dFn;;!Pm(G;G9e
z@A}^qL@|}mA9M;n%!2CxJ|yT{T*SRPYQc1ogPtkV##<T7)nQx`T|y>}?;SulnE0i}
zH?x&2pR_hOhwq32>}S{RDYfNUt)H`5QWqMGt?rm5QlAGdhz2!+lZ2KzHnZ^<P-n5y
z9Qngo`)^Gn-Ix$Xd2-Ce!!&Go>cR~i23J&<p5mf;MeKlyX6p~Z;OKc2cXzrs1;$Gi
zP05zX82iW+`#Ktee+n!GZ8J+IPB+oV^W;CxfQK&tmFpQ3Ht4-+`<@MDwN2(Q2Yjrb
zoZa0eua4Bf;3NrDV)YQi+}@nOk$&P5KK@N<*vL4sC>-Cp$jb_@Z$7=E;e%S#9XQXv
z*VH7~Rj2&N#h&r;Bjf+7=tU3$`GNo;dbMjj43mKG2b!oPcf9!LI99Q);B7RzGhhd?
zQ4LiJeMJEeX2vwuH}V?&4y1)9U_2I~FXN{9vGJ)Ljm&00iKtCVK6SA=Y#dNU*r~`p
z6Q@A@WH(F$o`Di?lKFP8lpRP8oG_LStF^X6#=Vj1zzq(a@nISaMf2aIm^L;Zk~}V1
z5<yVr@z&HU*7Ax5oLL4)SnDB#QWX}40%lyh0*{zOT^6FZ7uP=3mJHuNpu!^}VUpY1
zYk)p^w#C+(L-#1~)+(%SJw}lAtbQd+j}4>RSzn3H1Z@<>#dy}7COEZ-$19AnfHGGd
z%G&x}A8eU_rMGLHU+u=@enaQwB~Yw2Lnv(D;@?)LvwHko?0MkrOwFZ8HhZa_R~VyO
zcsWY|+xfcKbF&ftV8hiT$(u8H%nJ8c062f8YA^U*XiSqX@C0|fO2<|(Rr&MMYZ}9P
z=DRtb__wpM8dt~}=#du!**oI@%h>&+>O|G8<M#QrGj)2{qBfHuieUtAe9`sA{d!9?
zJ+qeZe<w?HU~y7ZuDAiIs`*cF2!R$nh9#b)s7*{;8&9V%s$|suGXgdX1YbeV7}xi5
zh?pPW&>}KioS5V^<~m$%sN~#MCSxkuRIxn|&Lplfib8*=;x?0my}yMBzV*GISZk$`
zxi+%)u(w%pA}rF#3{Yl>dLqZ9giAryd{a+ITk-@ufBxi?00(#dij$MLOke5MS9G7*
zgd2VP+8N02tgL*fh<ANmU&SK9Bo<@Z?R%dP7Y8pP%IJMYbj683#G+a-j}3ldh*%XH
za@XQwlx1ify4Yo%(JGHMr<a>`v4P*S2~dfXWl#H^`<H^_tYzZi0-oR{5})#`-*0Ak
zQF6FAt{zVYsubz<-;^o&1f^n5#5#8KqEICz<Ot4`9Qd0Wnmb%|=*(<|CT2a8v_=>7
zy^e(;CwHHlAJ9w^CGY@>*Jj^w-`B#B32?0r=2p<7i2btaR*O?gPP-y=@CrWM|Md8d
ziJcHQ#{M1=Ilh<E;8yc&XW^Hc*8SxjY=n($IEf~{$bay_8bovlhd1{RWKPFOe64?d
z=EN}ZZ|x1Ny+r~sj27L<o5NuHjt%XkWxsN460?s;=risF(BJw8EnQ5{PS50dyggp!
zmJOlh<g5Y`K&!hpgAhyblD%@NsqT`S9dR8iJU$WyRLGgFfvxcEf=4B(#I7={_V+Wi
zpD}$O{r0$<WVPX$M9&V*Q>`pteg9V4EGfA#O{$N;S$pA=?+l*kpVAy{#Tq%A4ha?n
zDS@B4rk(TiZ|h?I=s#shSvM*5>q*sow@M+fThL|#LLHEEj6k_zuC;{~G&{ZAKi=LB
zR1<z-JocS<chye-kJT>5`(|#0UL=$T9&b3nY+A->B&&_R(&y#Omh{5zG114ZUz~_~
zOHhGqK)qCUwf+?Ocm=q#O|@on3FO23gm+lqN-USj5-bbTaEY~B1?GCxA)Y-?aDF{G
zrO+X98jBzwK<T7kY8rf*yOv!({K<A<>1VzDOfSIlSy`lPc1ym+`pZ2wvoM<bOAQ=u
z$F0%FZT5x}hm1H`u|stCck_u1*-t2E7AO=>vq~lT+Gd9x5-EY4BFvW|0CfEL@T_6J
zjtV{b?AW}OLcHfM{L>}2vx8Cw7<)JKGzSkWb<lfHSfcbRkQ@>ZN5gu*D%4HVA=(28
zda~<E4T#W1Kwo*+<Oast2WZY63Y0-rUuYQo(|=2^HdyW>QK;+-{(%l=d`m%QwuV)6
zJx&@B@)U-52qCiu?LXcbRI!M~U*Rn;XJielQ_|3Mt=-wyw%?A5ApOhe>>q$4^XEIu
ziz^ksaj`|6BCgjvzB{#xonioOLe6jX-sX)82QN%NFSoX39ccZcsDh!SF&?|vtEbVD
zdF!tC@Mf9<$II)l5OucYw)lnV(wO%m{gQO3ZDm!0;oLaC#T_kK)i#M#4{{I~gircj
z_{7X|e_i|{1+O8q!B!cK2ahQpfi=fiX-XLVSSWZnw4k+gUx4Q);;UKrX%6|#P=+P?
zD;IWa!0U28T=c3OMTt-Ir`mD<x>E5`x2Nm<d+OL1h!h1S1<X1#69w#G=9)jCmTaDK
zaG>8g2#9fTK>T+knyO^<WC<0?8T>-8Gu%jaU-gr<wLj+iTD93LU*s9e+aHW-dBdF+
zhqJjV${cL=kH?6sztdb98VGJ{-3v*dNQ6AmRp_`l8{3v9dk)@7`czR_S<hDM`Vd}m
z)<tzj9ayCDO~lUQG(a5hl<FrM3y#w+4vTVY?Pnxd+&iGZp>eMgv+i89E1y3T*e{?m
z4|CMErr<W%F8x2U-a4wv^!o!vkdQ{YQ(EBA-Q67`bx=B_ySqV<6zN8~kuH^%E|HK1
zLAvjAX6Ac;cdh&1%vuLLyzdixe`>qgGcA{j`sDwA|89M)76=ayE*p(cy3xT<xnj|C
zPTKc5;bW0sjnbC%R{7g*%9>-MmZuPH(~!a33laU=T#;y^cPd5)Ej^N*Ty!LY$@xw8
z`nD}6XS;G>CL@d~3HvB=`IMCJwRCOZmvo+b9#jJE2SE@lLz3&0@DfZgdAjM`mouL7
z+^CDP$o*3i(Dr9F=R@8`pUioO(#-h8V34E??oK64lz%u!_Qa4;^ZEBO&r19F(cxWb
z$e%v48w$qB2DZz%d4N&4gYTT>VKT5OAP4c$L_<H+8n%ItO{Gx6x7Zw;mVZFwvdR3N
zgbgJ{CH&ia)3}1IK7!nFYd-+)%Sxs9Pt6e`0rTTgEX!oA-cC1W9L>3O)fOBMVl%1D
zr0uEYbq@{?6Tv@xa#-%bPvYFCz7(ej&3x4u-M6|*>T|Ko;T;Qnwy=t~#rd~Dv8qsT
zLxb`Y7CPyVZ#YdCnqP8Q-~W*xAAuUh7sinpV^z$31k{O2ZSnpOm#v3zh&f4bUmxhv
z1c+|bTRNTk-S3h=e2AL|K)~rKhc~*KnkDF;pXuwU-oVFhEf*JOkVSEq^~Ppec+uU}
z@UKn}E?$oMK1KX37f14BzUj~rz=AS)y~beroVgKF;A3y>at6ugjH=u`<`FA-A`L?n
z&2rFZNJ-#yG{_v>_ElEe%`3dyQ`AXM64ELly1r?lWo^KfjUel8$9h&dY&JLnSJ3Iy
z!o~9{q_h;=Ov`fz?8@|ZZ!KAzc8<xPdMt!i=$TNlvJ$y$H$a#`D0Y1OMY`x`0gEwV
zdiA2FpmVRmro(^&kLo>w)hg<Kf5+Ol!*%=*O9=H2Qsq0%|DFxCUVw_S@G1>b3!F?$
z1RX%+Xv~iO8A&THCvnZoN}*_j$tB{KGONl7l3L6k2$oWrxJP&7QK&x~e&`!?Td8GO
zr!Q6&3ofKP75QajJ8fx|Qdf?D@3evWm|MZj&xrLAgd7MEbDkCyc>%VZiwp2fub!Q&
z<4@Wj%!dQRl_-VCjp-Q?CZ>D3Xb0k}M%EZnzh)Y6LkHqNr%^@x>uLIK-zL5O9uP}(
zpP>W2p6AR2IbsZ;5=haemTJ8WCCh0&^sVAE+;H1<+0KE3+nZ(TX?g!qS;Rl7_hkG!
zM&qi@!YLW}V&4VPQ0wGIJFnxKYKNi!Mx@`qvWvIJv4*_4kj>B0ALHXWG}OVW`QAal
zc{S49rR@gVBd~)j{}!34WFY~Gg}lU&HX`=#zt03jZ4KuLER47b&lku(D?p(nn=p7E
zjw;T4W{2<OnEk;1otVx$bqbCbLzXV_<~t(^Pz{bQvf=IKp~w@QD>7T3?e$_LqA*nP
z=!K(|xk=EIgG!uBL1|bT;B2m#KSL8Jack{uO_YgNiHzYNs>-#$QGWU~_GsK*`$AKA
z{OkAcgFqZCy+1n(38AXUsQ_dqRE&X^MTu;?2Pz2zvB1F(Jp~}mJLfvS(u7VvO~VZ-
zz?A2|2hfF@A^TdyK$qFcrTs+pzFwljF-H0xdd7XCg(5fEXudoO4$yvbZH?Q<{8Ie@
zvD#rH6Y|e-Q^<cYV1O5v$d^D0-MA97>d6+-z-Q&AH!Y>`#dA^DAY@?hVZ`ed6Rz5~
zFW$3<wkp^Tzu_cKWjl<to{9&NvwelN09+4p6LTA?`yBwC8c%y#o``*7qbGzCUC90M
z%Sj5T%z5psjP4qagh2_bz+;}jmtd3e`SwoWpS}rewfT*aB4(5G>(l*{TdSqEFAC;g
zf3wMRNJS<&ma6~zabjv|Pl``=mcuhmj$32vc{a^qe*D0>Gz)J#`%&)oYt((sr#clD
zPJpgZo`C4oGnGG-rsDWdTWU0H<>s@2sEXq^U)Y}(x>S;!-{At43emC}586Lpgubme
zE<BbN_~W()f{E=p>_&|1J6`ucN6)^WAb^i720D_#Y#~SWTBzA<5q8iEx<csh?_4_z
zEM!L%W3avo38NANI6~^}*y#$1Q`yDr|B4_(ez;*NM{g5HV6Mt6HT^cT9J&zTux)A9
zuh0eGk?uesiicy|IQ-vZ_}RDb-@{{KXz`r#T6?3Gk;Pkjq>c7%yb+pi^!GN(5)`mL
zVN3S!oz$zPcOLT#Hn1ifQ?}Q$$*D&VojQl%w${@*TdMqnesIT?{2V8%=c1=C?wOjB
zId*ETr)L&r8^hP#oGP{#KKJJqqNSEDa()|NxAX&fpZ6||di7{<dEs-?_;|9L0YOhT
zkH(3YLRAe-4zK-2*=6$HL9DyGJ6M_F9UZ%WoHoO8@HI|d!tfg#t<gBjBS>5C`?0-U
zo!q2#dAs<6nb)OUR_Hc=Qf>a^0N=+ut0^mXkB<s`$kSYN4+Q^0{C&-pGn|Q7bX_^E
zSwa6*X);H?wg#jO$EqVaa|G9a7Y0SM=8I)Qvhwynil8vBBL|2H0Me}tU^jOydn1ox
z%Pe<ZmGeZ-Mz2t2-Hl$AX+!U>?$gDpKQB-;XhAlw<d&AsF$5gIF_EBI)(`k!M*Z%F
z`)oC1zAw@7xTWO*R#_Sv_^RA=ze?@V&kvo_Ty8a}G>QJ^TB}Qs4L2%>3EAdX!Qdt9
ze;!wX6M*J_ZEex*q&GP7W`~53TZ}uz5p%^u2clJVPkt!E0gHYhn7$(`OMn+W@tTX?
zxi3O;JhN1k!sAvGUF7?{lrtiB>zb4Uk;Yuxp8X<x?B1HJgP1Lf2zW^n4&kR{c^45k
zgOl8!ZZ5)>DMkHoLNtT?gX2niVei6MqKc{@PeSJ0fT-16@x_^bTOnn!ie0ps`2|!<
zpYI<{!Z*|CIW!kU;#O)I2P=)nPgUpV8dws}&5keEz81*+$&-nx1MnvN%`x>8+qq9e
z1w)h^xdAU@DOS2^mfV00zr`u8#&nG`U8JH>rpX#L?<nZxMe%8@QG1n{ttVxDtiA0e
zNCRMtaNB3kb;y2hv6`ClHAS)Ly&KNI=y8qf?q4pLjLR`%2JrCUveC8B<?Z!<K)a+_
zHG4?W{kpy1(?$o)O{<31`cKJ>WHUXW^@5WOCQdQG!RpHQyN%wN&ZF6PjznSA_d*3i
zk*HkFYyC7D0q}+8iWDD8bt?D)eIO46+!TQ109bY^)rLp_MaZ8nv1s>0mRy$-#o$<l
zNFtE{!U%|Mg8BHR(XUNYpcGLM^xJ|s{PYcTGA9L)ycGiSpYCD|5kM84&pNiiF)$$i
zE79WJU5ra>dACa}n^5Zbga4A^%fRF+h3VgxL3kYtKSpl3{{K;XKKI~){`L3wHWAPF
z20tW70zm3R8Pr5UGgJ+*>~sJx!oF^~?n{72OJI<-lKNo%1iFRMdAwPSp2M*AaF7|I
z($X%Jr&Hk^9A`aRJSGyohOpn=l}os<X*c-6mc7QJ&tx8Z7DF}ORi$tCe5V#Mi}yU`
zO{vZSfI^<Zp<q_oB^`?R5QKn#D>6o{=h$(dQ%IDA&q3_wtSla&CK+})JMItFB`vPI
z#Plk5y+AfFS)s?@<oE|*ix6V#8{5c#3x%YXvoluyA7OlwD3f~+k3S2BnuXLy#MpV+
z4ke$+Mn%Udg{P&RkDE%M)QSv5|CYJh`sw+o8U$c+T6+2@H-*sJ=TAf<y>a>gkLK)J
zC+95-D_0|ZZ|#j<cRip6Jl;ztp1{NV*0|X^`T~bYVqW|4np7~=#&a6pCx~AlH8S`_
z`D^d~rv*@6^^FGC#Y~L^)9cQ^WFV;>kQ_Abe;y29cig;(k3}a3#k~Ei%m+CC2OtW&
zV$ukVMxlnLrhLTY^Dwi7()C(TmvRHw^1Is$+u0(NV()Xf*KKF9fDPEpm6s2TDB%J`
z%EqV=BI<8G`&mb5I>}6Qp2_$gk$@RxU0t0)niNrVtZzcMxCttU;xg#kAa8cqD)pU6
z01Gq#bR!v^zs$Bqbkl|Yc)XeDVANP_IH5s8J=0YBn{Ws86-U{@KnVGNSGA@V=dWD}
z!l-A|(njFX5LDjaR`8j0tHlWANe%z4RHC5=5fCyIj(ng{kc>0{xC6)CQX7$26OOEJ
zGa<+&vNU>bR%+@mVB8gB38XJx-u$#YVZAhTB@+{v`gNOhqW*aF`c%o^U{a~{=ReSa
z#!$RpG*cv4zoe<LGq9k8++V;Y0rp4%)?&BdoB?Ewg&>%T1J=_REPrxi;ytw1Mpt}#
zlPMez=zec%3~F8~0VZ;1HSft!=_()RpTf2vNWKIYtVY>;F^5$z@UA7D<(1_Nwzbf6
zwVBN<89@C#YOP<5*J*8lxlv3J3gZJY&EAY=x)5<k_9|<-0foTXQ3t-y<<EYAozyzN
zwM=3DJ=Deu?s=k#E_&Tc;n6m{e0t8mB7c8hh9)Ek0TGvC2vU*L)`<D++ep+fqJNfa
z<fxLuD9|2~li*6C%zgH$p1fZ=EPdUHJ<EC!`328E`OCk2UqAxrfOXrnMeVTughV9$
zfp{N?GUCmibmK#m^Wcp=Pg8$dS)&8cF7qUMbA4|wav)~O{A>s1jRorE#rgVxA2!8L
zQb^8oYh77rqs66dY+o9U(_zy2h=sWV4EHV*qofwe{yC!RoF#gXLLcjh4z9A<qWQ|N
za(^_oV(x-t-&!(Ax$}yUsYEs^fpy0)DoStjUo{L6z%g(z@Cz)^(ux4xZ0KfUdO8vo
z7OLy1#88A?qczAB??mlxSQz>TgF0E~g3)0p$7V*T5OJWY0VRdRyEGM$1%=q#8w~MK
zB?Y>ZDq?%XM&<}`46RKTV1Z3TR?#~K-Hi0E9Ig>O-}}(L;G(9VM$L>_i3aLLSRvUM
zdj=kVxDj2dk6IuNoA!n?{<*u6J&d9*v(C`RyI_EBXx0GPWrY_@-IwVGvQ_+q?Ol5<
zld%#bL(-f>Ya6~om7JEVH+XED*)GCe3Iev*E&7gGH_oDmi;J%IYI;H*t)0A*k%vHO
z)^}AKcl>Kj2>sffFC4Qf4v@R`Y-n&)<3f-j4}eH{FHNVNTF=cE+xoOEwho^+MoFv%
zgZK2%l|l47NGmTgGsm3V>(?|uu)r_>@3R#YQj4KmySwmVH2BWd&jeCg)*po;c;rYu
z$j^V@+&C>^Sks0x880Kl6acZrau7#j!=AxLfNtze2>y%hQHr-;-~%r6Mb98ZD36a2
z@oc<9%%@Y@8h2&GtJ~=PAnMxWZ*O)M3P_qlO$HNt03<U+ms!Q&QcZ}kSWR4UIWv<m
zo<94|{`NSj{rLP;{PU}U(IyNfvN@~0in1JUlUlM<FfozR-tYsiov@U}d=g>$$Bp*&
z6&hmz9&o>$n|1hl;o4Z?sHI2xO#w#$>z^{D+=w0HhcAZSj9j*jAB>?pKhbfsx>a?J
z(JSm-1!&88<DnzZp_<NN+oEe+nf+_g`{|{Dx*XnA0PK?RFvq<#tjaa%BB>mnRASS+
zZPy6hvRUeSY?|d&xt|`|UQ%04Uv`&T)Yp_|4_y{}8od)HkUD%X<$5vM^dEy(kx)>9
z1W}S#4r^~u*6@pKbua#0T{hJ2y9aR#xVo_yzMDC+hYu7sRUEtd#Ez|!Rpox<>}L<1
z{Op2HM`zR<T*Lr*>x)az^A#;Z{KVS~V3d1@V3dknmUla~edS9Ne-iUSZlD5KV|w`#
zx81{JXpPnb#-7+MEfTV^t;atb1$uB=*`uDS?E7>zQL`u?=-%P-dH*|ylPwitPR=^@
z1}o#_A<pd+)aGiYA<oo0Vjr(onjqsZA46I$RsUV$`r?vMW>9r{RaZYyp?I|3Akdco
zX<J00mS(M5_KcFLP&1znte!mHe_uI_6Z>VFJI+jeV8csrso~}J4?H?<cc09gzxErn
zAgAW{cf7mmu2nkNCx!<8_laqq;wt~l*$w}>8CjHC`?te*-Ayk$aM}*=;wjn_7Pt)i
zMn_vBq(Z?u*DxniKk<qh<Fy}d<wktw7FSl0Q+(dC>ed()7E_O~{`hE-SZtctq+UQ{
z)A{eG!qCB|%Ca4^1o#CPVM5(kl*M!I8<Q!#M;>lBH`XK}YNQa=sbYy1_rn(#f4bu0
z$yrbZn{0FkF-X}=j}wgmQiP9+|M$5oX=n|Nhs$6Bt>M}dzFduuH^;KkJb8k=#;rS8
z{loNUyGBxHSSHp5yWVx+8+7ItRQdZ3HiX+Q0epSFai65gao@JdK7FG_R%Y%bvdJGR
zvIU~3FzDm0>E=BR4DKv^XYs_fUrx;o-d8#Lb}nhb$ifEu84n|SItGV84U<y!Y>53b
zq|t9HUP40l;ra6)zrLLg)U{nSw_Wswf0VL$W$`s+VAj_GVCMoOnQrJ<l$}x;oQV2q
z1s}Y-6Wf)~S37(hdjVf-znC&UGib>w)m&olr(z~AYR~F~5PJhCwbWDch;d7N`wayN
zNy*F}_64Na_W!NheXwqc&S{W>Z0fteArxDoBQSqrukp-^Zi36d@m>b2qTk}(>MQ-W
zJ#JmcD>Pc9x!Rqk8HC{Sx0$_xZNXtTHyH&ghDN@N`aS@v*xk)wH249oRp|ua=L1>6
z&jO4hC1JeUcG{B>gdpGRYp-0N%X0ne4dPf*mgPo7sf^Rkw9ZwR)GMR!bD53X5XnH0
z&M0iG0XZX6iQRUTkhnhi)gzShlI5ohi_-f+<LG}|L$2@NHG5}9ljhngDJQ_m?E=ii
z-P4Fe*iL7dO`rE1be_nHyG*Dnv+BU2e7|%UJua~!-lI_Sc27=HXwmaYB^&|e$|LV`
z$7Q&|ODNinfsh9uLjioi779wH&xJH~E0AFC{)i7w7~YosT<lhOY+CXeM4UyN1aw3!
zHJhM`!qyXIr(+PM1=)a_*!_Ueh<M~YK6@gvR@+=(GfRMsZqs`=f%i0^1_50K;DVyu
zm}G1F&)>{k-87kF%r({5)j^zoJOR~4(1MiLAjRAc?FaRk@56evjI76K$jd9)N$)ew
zeh}SA21+6#GTF&TIz7iLOY{*ueWj;(D{ag3R?&sk(4B;dsrWE!G)irv+HL{flju6$
z8ly>CuT(ucNXkWCQ8^?6xyvsvdSWO#Jbu6?=kDy9;VHo|F_fDd%sMsA)d#dBx4*WO
zZ?uBs)mR0=QgLmbsQo=Uxl&`NesEZ7gX?Y%H(J5hj)0uN46X#T`Q~<wJV`T{$_wa}
z6zBm*m**z~c(0`0dqX4F`-l4C(+^iyc)|e$A<_7#S={l{RrUs&E8Z`huD^4EnkBs9
zLi^uiC><<E=GPyuI|dBrq$mcPfHq!fyINRkJV|I0D2Q3FJ294t$JAd~6psaeO{;>a
ztQgz9c8<p`zz)qs)G!e<Ujipqk>YQf`7gB$y44~H7+Gv}Y(rL(qrs)sIkoms^ReUH
zL@v6$J<DCV!k8F@=g&1?wyAVqWpy+;BN!+HxJLK$UMx`iZ)^-n*V`4yCkfBD<RQaU
zP8A;fpgDS*dWa3RZXCv!$Ra5^F`Cz4WE!$c)O|U;KAn>weGk{cTl|`kK+x3+yiP)P
zfvBUEik{U~fU&=_7DAf5q)HQ59AR4Twg+SFBqkuI*IvKwZ=V8OjluP+#_G*rQ_>@m
z&~RRr|6pucMS=}40Oll<Q1$f8{z&XBc9HzW{>+569PK3b@+knDl(QGn>n$mPkXAu4
z^{nsl;j-tKzvOs$sVyr6iF$w&{2oE=ddMQY*2Rl06g;9+NltSc&x>^~MS@G7mYkxU
zERo51-r7u@A7mbsUj{n+JXq^Q%=<#1sN{R)GRkhwE1mZw08?c&5~KtzB@zGwVN8*7
zmjBaL-_sZFc7Gyd<3M#XOoz4=03v%6s9(NJc4G=&J8hrS>{7Z$!Ri7zPPU+2o)}`;
zLY1kzBG#*T^_0(HqJs_JU(E(orZALl0Nhc(`nmeS3q@A0T#K6v#oh(?Y2V1i>e|*`
zD0ziX_e|JoY{RD5UrhnZR}i{4Uk@uj=TzkuLa4vPLfgKDVL)tXF0)cLgjN%&SN+@I
z69&T>pHVjfU<Xm`^HDUAUU2{vkJV_I!q|9gl|3`-AByif9R2!Y3g45PSK9j7?ydp-
zc^b0n{Uz5b6?Jn0HMsvLX2(-<=}c5rF~K~fhkC942+1QJ>N!q7`&6pwkP2xrAbJFZ
z3{HXU;lS)?zh9eg98(V)fVK>SG`05*F~HQZ|E2OXYg9Eg!g{+HY^B{Fxx#o%*6EFh
z+!hyke2b?qVC{&yedX%ACk0)$-ECwNjO&urm!A@CiA|O}B~5Gz_8SlDw?9$Q(?45n
zxc{-fq$@UvV?&l_Y1gm`8DE_<Ha#f4369U;s|J|ldmMGvYKi+zM0&JW$T^4a5F+=M
z<_J`$@jdZu!sXv5d)FkAN&;aD#tRbMT)MW_w&+Xar>pl3RjX*w1vRuHPbW(4&#&;>
z-HoJxj#@v>91mDB-n_MtVw*d;EG|%4y(x#wm&D1mC9_|XHhQ9v*Oy%Rt}o2DFL7Bt
zp9nrh({%5g-@!zs=ZX2?<^>-pe>epR!cf2RB;auT?z)+V56WD`8z<b<A8S@wy*NAH
zsIpYfnrF?JBA^}oBSpck$6am`?Is|bMEKzNm`_2+-Jk*rqIe*5a=Im*vam)Yd<dGU
zXa_7|X{+BYk8ZU9GM^p;Oy2!M>86%Vf#c`TDk6b=immZS@_LI#3#0f^BLqdY@m^5T
zb143@6@FbzR!uZDo_J`mcQ?ASLJX2fLH~il*bnf0Z~)mEgP3n%<3J=;tHkmGUFP?w
z`h*(y{TIrlD?~ahSD>O@N5_D(F*NZbUUj-2*<*AK#DN3aSwJ$Ebg&^H1TN0%nGAY>
zB9pNjfXI@oKY7#(yy1{A7owszNDE}o;pp9nNZ_WMI&U~TH~#K2%)rsY%`Xir?^WBT
z%GjGpp1)n3<#GkR05yy(cp<ROs<)iw+V(Tl=BuG*T*ry!h^MBnyf$hy{%}kZ?Y`N1
zKZ1U1UHwAS#?eu%m&?-n*a{z!pdDXu2up#~ZM4M_1$8P%>06zVMQ@S{Oyi!?3m*M6
zTH?{n4?V>>>}C_)uig<JzhYy_tip9kBX*86SZW)59Rpi*e2(j2c#vg{tz|%ro!Y$_
zg9?^d8Ig0P*&gZd0p}5y?VqIDcXilrIH%%UXTFITVOLLxv9zqO<i8G*w3m>T>J17H
zMQ>f5xwRsRfRD8+MaFKeXWFyTa@=kL%prGls5ZYK$>noADa$Pmi>^|8-_9<={<<83
zSHLp^>$sO&Pm%DM@c?tBx(t`=UCKdkf#d5-Z)>OZ=pg@9{oF{4vUB*VK>>p=wA7wg
z2FL-=3*Hr2++4(kk04c5<WQUM84e}h=PA>NbaZU_WbH{v&Ul=Q=kB!^=ThbH8kv{R
z<yjlqgI^Jqq)guzEkn*>)$ahB>{8uUl>PVUgBWPeeIekd&i`aCa))7Evu%JCh>W=`
zdw)}u2)5h4=GR9dpQC5I4lR*^>s}CB3tK$aQi1uGZea5do~%;*0s_}kqxKe==9kkv
zROh@}{$iwUFSS65GH$kz&htAGtTd(}mciFb8$L%?yQj^<Udv$6M69rv6=lW!H=cja
zMoBwq8=LT1w4Ctg`%)C4*zj<`Qb)vd2nQ?5SH#Zq;R>E96HA$xxI86#vU6v|pba-M
z54k!kfCJdIyoAZ-P}8yKJgF0I-mogQkfHVDAsRj$w>!G%eIc2tGLXx*XC=!tTYt5S
zgJN*NKa#N*7T*&>xrbB)Q8`{E2)Zfe0{M1mST@gX6SJ=Y%2M<Bz)%7Z&v-Hzf4Q=|
zuzwC!<+|bSKlP}czupE~bouWS)NVBwC0+VyJ!CnyBeQs>%3%M^JKfg!8pzd;K2$_8
zH{|c@_ol!V<n_Cb)Z30@xE{U+==*PH!v3L><5zko4wGF04e<=7{OU{mzJn!jw4`m4
z;e$xnI%cv*%5nW1ibX$4Gl*W+=1lQ*c7l^@Q7x;l!TMzl&<y;%wI<+3gu{<kXT-}(
z=LeA%r}8>kd3h3AlHpCyO*f?sYXGtgNXaO#jJomXHUXvD%z4@*{wqJpg2e63|1PBR
zAQI_(Bs;8icuUA?e8TWa+7GNi(-C~S6vaRY6BEW#lhHt~L?du@odT!<=Hc8~JhZ&K
zzjO%=Lo^>d;MFBH)y@F4vt-&QNzM1aEi1UrNfJB3U(4#|kf+UD%ePJt91_+wNc+^~
zlT<B#K!xsSMxc9Qx@yss{(osJ;1r=sYX>?gY{`+mIb1A`cXt%%M>@DuL%c!BNsdCP
zoaXR>l3^4B;!AO&;6L$5=tA`o^a$lb*^UCAzqp%l>~{b1m}r`GNP-K8=VJw?pam#~
zRwqOl4D!BExBAABU%Tl{SXlD*{?q{eiEOViFcqEb>5!>@isim-IyiVk1T0lBo3WCl
z8gz0U7gW*{t4Y{NuY?N)R9C&jBV8^5d`lch@?r3NpFQsvL@O)hTL+Mdm>gM3-55>{
zpIM9uM+0Ry@KXY7<hLH(1T{@fu486Ff}jDvr<6;EN2oHv9FLtC7|7)o&MB}?pNo2r
zi~IQ$-HRg9<p^UdT1+5xPKOk{C{`7LYL|XpK0}0y!5a<HtA=_d6y302a^Ya+z!gwa
z%P}dajD}W(8Fv<E$|!>CdC0Ohu55JQ0~L??*W1+Es9hkrskJb$R8IFtsa_qdXNy2F
zovqwJ0rxU8a&&6V`=q2W0N_)%4AXz{!cBOY<zv1cN`L$psJJs_V7AM>6pM7xdjMK(
z(rmUyya-6!a{)Fj5?;oEv(=7te~K;L4sSRx$+8D{e{)y4|EXmAw_eZ}J#*(Q-e1GE
z^?nDSB63Re_Z+U8Pbown0!?PmWy3fT4bu8UC(NY1m`+7n@+(yH5I#so-~c7_$gG-P
zHeM-RXnMX>J8C*t1y3g_ZcrDSbcUND>=RxLnV|d;9H1z@Bg;YuCenhN?+7KCMLA%d
z)!IwC0J|boGqVsr78KBHApe#ii_c^*1o;nZT?ahkCd~E_N0K_&Eg^)B<D`{>HTgV0
zp(7hzEbba<2u!94Lc=lucSK*rT;CqgwtkwKZgk58S%CKN6~~Ki#zEU9WUQ5-k_fI$
zUW~dO_ZiAmO)(0{R?FZta!tSUNd2FGYTHRx^Y&H&>cdBq(!3b&7Il#ttC557<qUEi
zzw5EOua<V^i;>o@qbc(BjCC7F4*Ktg-kV7q-CFx~5yG7ul#G_CQ?sA#XkY;8n||8+
zkR~`<K2QBhD~bl&=7-huX{o4XNDCLYbJ{bBIsRErw1Uoz=bw2#ex1wWbNZSyK1Bm=
zLgu1Htg;8&gW9qxNbCO2-uPTSA+U3Oy<bQ7>c;zNo=%$c%5}7XaRBf|zJANK-qx1B
zeAZp2?6eRDFSCsck--bCNuH^EeG9X@{pu3nwv#*G8_-XKCIe8o#{VACb-$AsuEs|%
z0G;@6qXt*Hl2N0L3>b$HzZ%fI+^DHl^<>w3Et)s=&ZvC+Uspk~=>~Bh*$|6wv#oL#
z6R6oiq%q|vXVWx)4O`&9UF<A?*4OAKmX2IS=%DtF-SnZ6t3PR*aZdKhM?Ou%o1`3@
z8)0&lcjtK@tDksM;3aHZzphFE{X&z|{)}!&qM0(_-9^MpuUd$r6JmJS=H&E1SJZND
zQxRkl4pvmTe(jg}wpKpLVv50)_G*~1HrP=LpG+GIn^}}S2q@y?hR-Kw#^-q*Iu>oP
zZ$}cxjR&c6BQG+%@nCc&rjCS!k$v0FUI|dVzc!+lQyTlV1LSPrcRkh{HD-mBlSXEy
zRy<UER#{roI$uHAoJz1*H5~^+Gut`$zKOi{8XFxBU%yc<-14^SPUi5#r5or_e8tX^
z2kD@iRV-)_4c{z<q73|04R_mEG~20@s%cJM%X*cHVWXh2BKYEXN^Kj5Fb&?(akn$d
z7>6*^)?G$)F5c~Yir2OP`-wckToa|(L*)IfgW2hpF~JI3;%$rU{d~x+iOT*lak3gE
z8vq*byzfMt?Cb7UpQVA4g=|gY9FF#~D{~g&=Cgd_+UR8aqsh-4KCMZag8QW&T#}Fy
zjmIqDnfFNLrabrVt=wfdzP{lEu|LP&R7>;spV<aKP3_%ubbr=EzqNL`z1bHB<qHYS
z(+Qjr0GDwqmezqwYWM989TZq>wf98`-Meq`13rcQnWmS1^$K-#z>$crx`~9-3Zt{j
zQ};=f{DjXTMHGR)!19BL`W2CMeBNBy{4&B9rBTfH`T4V;0cVp99buD17U5D<gy=FA
z843;=TYU|^ENwitov?+eSI}RPEAwqtB{GtF|B#+&*P&0`&H=6%{pDTc?2T)qfg&h(
z0SO;>xOB_;xsTulL&?VYR04MGA9`5cK!*=f@0jXf8|xOxMU6fZY5G-B9Zl_M%vbL?
zK5r`yV4%P4+G#+4m+xBU`_99I*NfGU)$dEMr4Q@aDrlrT5>Fq$rJN=I3!?K@>HT?U
zw<=3$jzT@Vafpmq{E|PO+2qFDvun{cFPRF2`cqFOP}#{?0_A{Y<c|HK?=wC}S@Un}
z7w_C^JDNYf3i(4wG4#ur2PUEeT9`7u>UZ9zK}0W@_i%wVmsa>o^T6u!Y>>M8LP?bx
zI8Kup`0&qy#3fm&MYzyH(kLX;kbY0L$yx&m>(AfA<4)^u=sI(L2D>o{Vvv17$l^T%
zejK`@!Z%<*^E<$`k3!cx^H*o~*`3y>A35AKwd!L7cE7tU2V7x>+|*_xidWhRaF<Zf
z<B`_RS*rHfGefnk2!HM;kTz3tSvCc~K7tOGN4`+ba(_xLs4Wdn27|O-C2wy6+1TX}
zjD4U<kikZfI~x2M(mc{hUOS#?Rd&N0<|g&-7O=C8=0iGHH{Q8kr<}pDmZKJ|Hy8-s
z)8e%>u5o&(RV%(>Jfsi3;W|cUj*dfZWYECGL@5v@Aq>PNJ#BbdCl7w`pf`#*-Tsts
zR`BC$&Bw`P6}q<8=b_(rpk}u`0b(|EZDF7%S3A#&Qf<v-0WAj*343}eT>kcjCsL3@
z{qGJF;GZyq022dnRokt4kZ)L!4W2<%IGnrZfUO@caJ=^0`%ihmdCY2U`uJ*RWuN72
zw;2Pt7D1c>(b~*DKZv0S97~F-g-7s%SZm_OlDChqJ0`n%cnpqYeC7Zy$B}d|^a|Z<
z8E@}Y8C$A;JXOq#d5%sP5r=g<CT40BzcW)w90;hIbpXeJg~3HEW+qk~%3TCk@U_z5
zk}w>-5*Vx{BSXKvc^u)FDs;R!nAPvNA<Hk=&`;})Nlq5w{J{n6dniX@o)I8(w~kHf
zxp8N7SO7IUpb<Zn>#zln9kM{rHW9doQ$oR90YczY#xre5+#WXvF}wdj9psC8-N$Qg
z8uW}}`*qS~AjqWj^*2fY!~@(#Cp!A(DL@HPIXKm;UP}mj9s@=F$Yi$Fztua?{iA;I
zCXeV`J(N|np?9y^jp~Mq0xpy0`9H2u?{?tTKGp#(qW|kj;^bm7Sf{F=CWS)%9_G4-
zdER08PTf5qSu1bLNINUlQT%Qk29jtm)2AgOAs@*OPEJEFt`7Ii?ZmvY+ywIZ9A4A1
z8hF14x_)$CyDyQ7`1dC>df?WQ<ab!{kE4<KvbMkB&}9GSt!0+I9gY3JS`I);$~Fn3
z6+nFbM8H@P;1Q>RgX#2NFA#HCkcCMmeQzT(uB&I#HfL-NK*5_tGf2xznzxLa-g0v#
z1K1caq(56wd@;Ji0QsExL8fCdD7|9`3%oCiPhtsRI4K_oc>BPq+TjCS-b-s;rVDjq
z5Mb&DYZ2iC3!#}&>JA2_F`=A)M~vk-6kM@xvy~zVAl{&ct&iRhCx!Bo@(b|PxwwYP
z{nx1L60Fovh03P^-AXvQ9*6y!(+HY%RF8<QIDNqap@QnkN!izp!$Gh%P?A!D5jW@S
z$_RloI%dXpyp}EE_-toaE(P@r{N06<0-O+?2uysC5g)9Q#RjR!lepKM@BGXTq6a2R
z#&v<wVW5&g5`E3oF(PNsH>B(Fl4L)@7+CE}bt=_~o<(yD2dH9k8YF|0aQ)^yjfis-
z(COGbVpRe$Nqu`6Zlpjt-a9_$ORYd-55+)@Ze*)v21YsKj%e^F;Y7YZ3SOvR0^{&P
z<kiMOvtf)E&Ka*C5)A#UL@6ZH7BNgXy2YSkB&Zt>bg(SDpQ1~Pirzxk`|a4Cs{c<5
z5Tf5yNqg_lT`-)M0|u@i&UfBB0>KxV*aJ~4(EHc2DRIJtXfF>#6_SgbDw*&>g6tJp
zawt_MVoH?rTQn-bChv2m7pw~ZZ{rIt)UyR)OU6D2M1Y9gK`02m><u^wrwQ8~&6ckJ
zKdUGt1xyV~W!r@VNEkY0BQi*Y2g}?0&i^LB>gO>UFcFeu)8bOYa$A7i$mxQ$eZh{L
z>|mlq&8^aKjvPeCbm#U6IX#MYtffZgfGU(FqPaJjFQ?X*vYn#_PdRh`X$--XUF_`o
zREhLR_N5T`BY<5#e{1Wr6&~wOn6E#D#md-HGb$b{72iHD3bh?RQzkMyQ@@oCD&a+M
z^XhDm$Lb;eecx|R;=~Mv`iJN4;A~J&w=moM4U;x(mTX9tkqG6BuCHs=SU#$NH}?|U
zCT3?lNMF-{&WlM`u1tF!7;DdVS`kZB@3DYdzUG~T(A8AEu<W;-RooEdnZYk!U9dDH
zn8_jpX>zzv|K$9<dk8D4a@ce%$nD8L&os0q^;7D%wx^OP5P4l)-q~=I-njNjeZl&d
zs9ObD{L;<;(8JP%gU_h@_3v+{#TPgcVQfU`JyGnPtGQl-!*bMM<P+D^Q9Rdp<xoyQ
z(4v#Kp>=j1G3r%O)eC|q2N=1fKo4zt{dWo$odMDb&;z{RB}S$zBe7B}qo2Be97s`N
zfCPx+ezoe2e;rMD8C0@N?D40gC+#;H*cItiA|hygatA#>CNROAAE*)LnmY3b{gyMj
z*$6j)0Q~$CBi94}8(dd3s?lG)1Ug+T`2m_}B<I&kZSK5uZlAE^AWsSsvPMIu0z`q6
z9Y-JNkzo5FmKZk(pGB}wp^#nf@A+x>_P7Gxym~>Tar#EPO}G@Gpch-YXi1iejnlkI
zo2#kqp|IOIlRGc1`sC!`ExIDo6#)Ixe?@#7<$&Ia0+hyTvJidW8D*&MZ9x9(*5FdD
zlBX~o1bDKT6m21(oh$I~c(318B_u5T(ID+DekKn~2$yBfFQ5|#;rrY`CifB~$?`eM
zn14^P09J2n*X*4C8HTzS!Z2f=QUAcX-bAoqy(aImXIbC=y%pdYsUHDWehN$9QIC@(
zN-fe%7jt+~jL@$ooG#O!ADb9)Q-DZRI*x`KpW<k&roNzEtT@-@4GkWE>MISV@Iib@
z_j0Q}HqqCMH7<5`y^)U#sMV|e=GHq*Ek68aBRk>8Cr*~H2&vnY_YEk;9^DZT(kS{D
zC+*h`7{`!%4Kg{ZAoR+@fuGm>z<I9B;os{YOQex-{Rj2^Qk4kbM7fNCr&nvHpP{4m
zAbD2N%Rok~%;NgE+m%F!4*D}GXN35@rL8I12aVE1KI5(^OCuym2(Vk3b_c#95^|>m
zp24SbI26rW-!{V2iBKWV)@Z0elGngCHwU_b^S3uPGdc;ykO3I3wKLg40@OikyY)m*
zk*)wxkuFZ3yf!pI4%uus`L(|hWb+}WhAj#Xrf+`#{s)L`rUl1;91y1;Ec%gy6q^CQ
zRo^J`rQ6<xjH6l<`>j~rok<rkc$!6i$eA8YI&?hSJICMWwEGlNAOh$CX|J(2Oz!_D
z$Y{{cd>f2S<DUW2%<8t#Q>(=yYOcvATU8K2$jmd4R0C#kTvPJW0^g<{$RfP^lE<($
z_K0CQE@Ebcsp0Z#-l!qJSuiUW6eo#b=K!QL8)DWg;d_(vwT%o;d`;3AcA|P;T%k^N
zJ>titeUt_o=lwdANgMGPW|S&DOc6q9DmKUmaN{Pk=P(2Z|J}GVQ3H_(v3LaT1OT^`
zz4v|r{&$)YuZ-Vwlg-<sc?7}1AY*~|9*%HQ*#u=GF_#Jvb-~5CPEJ-Z+vQb-%}jK@
z<0=X4Mf?-SkQ@VChVPT7z}3nuiFEH8S7d{0UNfNy9tIE+G0pc*!Ma&iS!&rb(C_!{
z6=m0Y4&-=ZUw?8F;Qh1Mm=+n?61F>)RnIoS4D!6pX3FbfI$WTkhUsu`&Ob}sdT}{9
z*9`?<ufi@Lu+uAtlL~<(A51BdYOpqf>7B;AYQRc?iTSngV1Y`Ys^Lv=h{l!dKN{<6
z-Vt;q{hsnY!YxLqFTnzp8VN|?ieVmFlzw3T%;LM~{TZ1x-?~o%+o+V56nO?AKPrb4
zg$3p4B~Q=K#jUJ-&?!6rxiW^Y_0-k<D~+b`VaS9>0d0-zLXNy*J_jvMN$QLeb)g~o
z*=y{e9W_)?y^ob9o!2rSu!{84Nx-sS#!Y+&f59+0N$zx>M?Ph;rLQzx*_LnK^h`#@
zOGT~4KBLd%l*+I2$9umyG(3zCV)22<(?YYu8*+AJL=MOsnOB)D@D&b6s`B~R1sbdZ
z^?6P9C(jh37XT5cQKI?`7Sj*|NZ7rc2p|fB1EbLNn>mSA$A!Y@9IbgRbU%sShYrN3
zLC^Qt62FZE_*;$wT^)zx&p$8+=0ie9JEr5FT_2pkTo$*=9$u-sVhkp^<{Ncagm9^(
zb<Docc6R8*QsK5i7#<6O)KcMGc71;6iinGvDlb0y2Ar{^Xohh+ZeAPdv1hudj<w>x
z=N9nFxh&J4MDV#pmrfhw>E6&#P<28>c?bGU{92nCuUQS&A3ahYlT|AW^a4Xtf49M0
zBzBtj`a`DC#*qK?VN?6o@6f3G!Kfp_yP8eBS;zKZ69UAI;nWWXax?_YOiT#zoXoJd
zZjOWMrC(dg(rZEoJ-SQgHvNgd{Dm~G{Da~o;ef1oPLhJt@u>?)$U*}JK9*p%m)mBk
z(GoI98SJr)`>p|@h1fO@`#=Xun~3UmsE)#hYU9my3pH^vkr00!C*4*SB+_`EF%o1o
zzaB_%S*(wjbap!Em*N*%C>Sddr5E^l*gjdRThyQsFEf&JH%V4-#Iny&{rj4{I@iq$
zpUq!6udvZ}x|EFVbuQ-j*-B#(6LjJqaDCy2($00)c$MD^Y2FlS;S@l=6>N1}Gkq5{
zC*!N`mC+)2O)$`T-#pQ%gfR<Y4c9F}$Whz&`W#lDERxE;6ARJum+_Sp+~?<I5Eg!t
zmxo+yq2dua06*)*s;lkFS?uqJolJipzBS5XI&|@1wNOWcAC{>vFHgSQ{)pP_C|4g3
zb#gztBNb^2_%4X_M161wk-Zn!0K9;ozX7Wa=%%b<-TiLDi6y9H<n{HoDxP=ze0aB-
zUky~1fnPxL3CZ<4!R$|+2jC2&-FU};WnshO=_6n^(sHj};Z{kz&@kFwU0`y#SZS`0
z*cqslV5!Lpv`xs=)NZiGrJnVn%CH&T|61TF2I-aAS-PKo-5EMQ*Yo-fz3;?^#qNU*
z7$xtHRQdP$E#CeLyqRy=MQwO>%A7*q3PgBAd{h2I(Z74JH7`Z#aY@sn;|!~4T%j(>
z<fr5HkNL!II?V=k(NjN}7)PqFsu>4@43;eJ->}P%bPC_L^;+b?4`R*b%OKueZ=26T
z<RKM0!=$SLt4OqRN3znPUg#5z&4e^OA4E5PGc?0@e~E^#PqhR;t~=sr<bTVi{3QPc
z0f(#%gA|lK6o|<88ACZX48G%tsXE3a;a*7OP1MAjbLHp1hd8Y}qM+?#>ghe(=O@_x
zmdp<ZND#UJAKsszZnaM4j!%(p>f+x{`M;XL;j*A8a=Dawx3(StY6WzB&a7vYl!Rck
z1jD~p5lOpL&9b0riGD#4UiKwV-RAi4PORp%IcvV50r?eoagWgEhEuC6Y9zK~w9=nM
z!JXw+K|t%pr{JAt82wEB68%A{Xf{73BGwJ0_PJq8lobZi6?$@8uP4aHeK(t}G_Ne!
zWCD32U{grkch?b#c(ecWGL9H~#vI$sR+74Ew+}>Sokqg5$tin`Y@tJAT?TU0h~Qll
zak;bmf1JW(W4ox_NF+l?LZJ8a!#)kLLJsP7MJ&dm9LNO<b9x~Ph}Z%e>Z#`RdiR&6
zmsXUBZ^3&=*f_9Dz-#?+AlQJr!D2Xz59|bhEs1b?xYL?-qQX8-l+8K(t33_heb@AI
z#9y@V*Ti!)q9>;3duT+04b=NY1hf}!%!(~a218T>xsu|5ZJI-;WjF|XC6&B`-@LPf
z2ix-%dL9v3SqR`QY;TRqqf^u&0Bd-E=(Eup3pWp6%_6*g{ilK2%)JecqC?ZwShev`
zi2wC9J35JejvM;l0167t{{HW<y&+rk-`+?~$}1iNqL6y0U2lHxxaIiq5N6Z0%R{On
zVu7fnbn_BYP=L{^WIg@0Kaonr;n_YKu-o1H9;k)9k1fHLz!1%eiACqxC+d$zM4pq}
z{h_M=<%)Zs@fsEVY#<z?14n<Huwdw*Z~a9{QfB!Z@)&Hmzz+Gqmw86-PW+#y9(0We
z#xDTzcvwip(Zni*>vFU~YG;)l8=u9y1{_ee?-qy~?(;dn-?U{Oq>uOE{?eNreKSOx
z8WoN3S!pU4?xVnIs2e&IzN+fE-8^<MSoyT92Q*Wx?lhwK<6C*T4l%|2#=6b2UejMZ
z{F_~?jlbbg=7gi-?{qktiJ++kcCmNxHRv|ldKc(5t3lY#_--EBh-75x%|ND;e&-ib
zVc}B77RIscfM`*_reDnn9vs^duz({jUzMxtbUf9=MNx1j_f;7^*2F_EC`6)Vo?$V$
zne)(cW}sN}{-pjSYx}SIBCB|2Z%tfAG8B982iJ7E@GVFDNAE!L3dv)Gj=D-(*y|{a
zEZ1fWdmGaZ@<~J@BjurBj+=CcvaC(!^AE#Q;#B59wHl(U6mlbfLc&@2<jfnv|9apq
zrh0FVJqDvIG}jD4EH>wu1-SB}=jXL&Yf+vg4EOx4UKIa4WA?WVcVgH2m@;j+r?fiL
zbm4D3xDJFX4FjHazI_e+%`&qZ@@y9m-e|<cHfKA!!-YdDP5X|?l*#FY*98K9jK+*>
ztPbD@KMt`d5>P#=#%o&{@RJMa_BkRS)x=9EOH=(ad$_|){3cDr`G(<rGQP6&{4+39
z%l1flrH7+><J*_w&eP;Z)@@!d$Q)bj=~j04rov18p&G_<W4i7H)bPqz!xs41;C8VX
z73&d<*6}{3LfRNS9QyuY1%&B+6^xge*vH`ay`pHloDZ~}>jipkzLCs@R8;ZN<(66r
zSQY_z_;1MvDnILcVHR}Sj0hrq>zQTH%Tu%Xx7RK%DrTa_KGq+i3Z1XvO8W#I2v<V6
zFK61D`D;cV0V}yEdzO}nZFSv-fN&NP;NX*j#n>bGe#Y?278!j!3Y5IB9ObF-9<Q7-
z^he<qV5(3q4%?%ujBM-TwZQyxUybTd>=dH0JqcnI5#nF_zT)Kcj3=}qU^hv&^Yvbc
z{mK1vcdsv0B|_FOIh&MjLxLALnpOQvCzh;8@w@&I^#btIvLCJZMg1ObuLVp0<T4KB
zqu}XNGx~=|4MrYMoQ%-F4@dMOY!LQ;t^|q^gYNYE)#WCp5z%^+62^UJAyt2w57Usk
zci_%1)D#l-AyE5MVlQ89+^EssgcXjl6y>y$neXqHIg#A>MUa9(8=LVoGjrSRui<6h
z(C{a|YI_x<SOcQDs*b=8>BvAh?;I_>M-eq~qnokiJw%VHr~#Jo_3f8>U@#cfKELk9
zVk05Y`*ZW!p#&8aq`Q&TmrU+}@lPrTO95y(&E=sgq_^U%1U2z8s8M}u0E(&td^R!&
z2||bp&D7sK+xtL95{D@&$_7><nWym5k&L{|zu`~)#nz49f=?t+%p^aR_n#pStsT$}
z#?Me=FHFk0Y6}1Op`EBGQ)v$1>(OII>H+qBZ?m1q?5l_N+0q*Y>)E8r*^LsXiCv6i
zb|nOgI0ZZQz}Z1dxEIA-E*7N9AFoKk^AUag@_e5^OtVZ=0SJrmladtlJGS6AonOFG
zzV~K?4diHfSqr^*u0A-+9v`geb2X8F_vEjQ@1LHY&`sz2^AzAC-vv>xyKXN{%s}E0
z5U*kFGtv>V(>$*=J+Zbkri90gF#lohxZ*_K;WN#<3yJdjUU6JqgBa9mf0;*)i>5_&
zoj3QwG47`PSt^@INEn(Bc<aigzSqy^zqGPjjEjc%Mf_P?a_q|evq#LVT$>M>!!P>E
zQSA^%`91>igJO)=sTy>j!28iq8)s7CxCn}t#bKt6P4DM};^W^D^=oWPtS6)Ob|V3K
zzJ41CgfXiG7^3B>Th+Mj^N@+1U>mhhcUNU2ls*X#b9QeU;xlRPE&PTIyGX$8I95Kh
zeS+_1#;w%!GitI)iT{6I2PLh^Z={lu-^hjTQ4j|I3<grT9pCrsYIn;=>p(S;K7O<+
zmI2Vq3qnF4yE}oWVq-!<`vG01VDJGkI?~A1?$gffiC}Pd(-J&OOf83!hs>j3Mug<}
z??nQ2XPi>nr`mWeIxzP!{np$E>~8`&%+<c`prv;Yy;`%ikr)*w3#7J#O?_W~N1V*v
z%g;Iio^2ArSCkN-D{sid;3EAqf_GObdopK4sPKN|io2Zt)j=JMpy=LvyQ2JHq@WlL
zPx#;+o;!Z0;{94O(hIQ9@ci8yL$#F!*tob+SLs|O<crPK{~Y$cVUNo0b|F1)B4~IW
z21g2rM9Lv<VK;EVoD47O=TL)xYUv-<7a-i-s#JVyXc`Cdbc4knJR{HdeI|)od<%=2
zYdybNpB*+M7AXlq|9q0zS*Yj5=Xlk!*yyKT(8l1u@Gip*um1h}eDSN(r<uN!%29`5
z>SYa;<{VQ0w-LAn1&Jk4AQ}Ce=&>j(2}@YUP(6J|?P|&F4EYl!#j(HwS~pnppp~pB
zGhZY6bXfOeU+by%G}LbCa#eho{`cC^UbkTM3=WFdgq0iEG^D*7PPI@OK7gVD;^&p|
z+J}k?n9NW>w+el5MTmW}{nFxK!3DvFM<gL~_ruA%-Xq75+Pw)KI}x`m5I0yH-qd?{
z&0sK8<K^7?+<fq0;P3Ahs^rPmXD+z+oQMVV2Sa~lve&klA=f7XuiQzJ2YI=!ot{x|
z(Yh)sjbzCMRNL!xcz4b>eWnBxTcQD5Le0$FI-g*@9^Th4OV00!tcfhdZU5?%8(vKR
z?;p4`smGqLD~$+Zf17PPJ!+tX;zzDv((Fg!DpeXwt*bTRv8Oh{doXa7`|h}pl8D!r
z&}R0y_oqn6@$a;piTyZyV%|!es@Knk4woh?3)17jp$qK}6bJP(1vn%N3mHMP7XI++
zf4#!jiS8haF51xaZpWb`v-wRwBAyzY;&>ZbF8Sxl3JMy%3*SDu0kpeT0a^=3IvZhn
zI%~`CzfKJfL|SSl@-E7*ga?s5Pz-z^qjOh(V+HOTURlOXv(ZcnP#K{gE!U2WSzla8
z`kw2U+bvEb!&74+AUpJ_p{aox&)II=P;+oU*gZQ89!fe%Z(751^<J{$1FEyYOr8#>
z;GZFo0^NNM=q4L%b9^cyHyEN8knU3M*@?<Pj5RLGR`$Q!f0P!lm?`kq$=r;?HrxU~
z+U7QFdU+I}FGn34DebGAbs<o!Y#js)qhNrcsze^+Czt1nFS7Tk2L3$U>s`4$z6=d-
zdP6=y)1fLKk`=SdFh^w<H2`n-dIfiCn@sAg0uMB2vcA3`&2uGq_A`t5!8{c>Gc?bJ
z@qF(`sg*zZ!hL?F(;I(yU)H@G{nB{)8J8t_{cdj!t4$*&NI;gUw>b0U(*v)$u&507
z^rQc?QmJS$^87m8wTDm_UiA-@m>u_vc;bAB%r@)LC<;d2m+v2>V_^AppbXm`z0vAl
z`)+DLa`dst!Q*I?5DoG0<!Qo3d(>yE)MaSzwo6`akYDJNTKzz`eQz+A4A=9x+u721
z`?Pgux>m5sem`Psl-cy=QjWu{x4I?Z5r5yRKm53b?2aQ>fcd7S0NmE{TBQbZ(DjO>
zIGm=V=MAq!_8EEQN~X*YTKquKj#IA9G$4rijk+FTL$p$VI!xh-xokMeDdA((pRR}A
z%^~{G^qjRm(zS^{9yqwPmgHd^o7>yrIRQr?gtTL#`42&*$z$4N`%=Y>p!`9Y><R<*
z0<7``U#Z6VEr*-btvI-S19Pfb_K8BDWN3%}MiVq2Nim^T)2WL$zc^a<iprDnFuOQl
zpZwy52s^X`9tXg?@JkoDC6bifGu;^c3352l_w@_Y6^dv83W|hF|9~3O!^_|{To>@D
z0>Ud1$ZVt>nhH5_e*CaM{U{>-zjJ5MdRkDvh-MaoLal2v7nDULa>y4NZxik$1sonG
z`Z!4Mfs1gH(SjT(r|d`)h6Vt~0&8{1_+2C1$YR`&6MT-D4@1?MQ^7j20sp#Htgw1w
zV(;@9M9@hF0k~&vHNd1k{&do2=I>znhn{rqG6CQh2@67KUIPV`xMM-~N#yRiwFY^C
z;ItIDfjx1uK&$XAO4`@;k1ojiGX}NZR;a2-r0!?td<F9WP`_egQ4E+)hx+Nawy-2)
zW*~(;*(jmtZeV&zO@OBC?+e=hHPGKXsrtl{cCGHn*!KTzu+qTsxj+xi%6cl|<Iq3*
zc`o**<=3f~>=GgMLWge#2v)s>UjKDS{AP9cEdn(`URuC}4?GmwPeo)9+gG-+L|ue7
z7#$2>hnwu@YCTVK<{QfR?(SC%h9E59M(VFwYX>?10<q-4?ZP8+{7j|tjaIq8CW#6O
zvgz;dr<Da9<{U&d9;+`w1a6EQ-g~Sv?a&78z5isgkt&KxdK#c{j+~SkD$HF?&z4VO
zsdZ6te40|kZipiE?HlSpxDi+P+PfN0Glq}+*C+vG0kC2@+WSK=`K_brUp<M+0(~CP
zq)l^Y9%k0ieu%Ddw^#GMTrmUX;kaPDMhZwx*qt&opD91`#HW?}BbtRn;Ev-gATlR^
z^8dSSmD%`P2;%Qg;L4`I^}N{{5r~h*7XewLZm_3cGA`PafTjvH*Jr0kjD<U%`Y~m7
zlOblKdkJ+058sPfYY-8zI76`+a-ie32<%(S)hgMWZ}-4HIJnxGvBgbg6$nYe8<0EX
z6OqE`3>-wn-iV1-9MmhgFr6tkwfIw8IWV<-!e}@c=7!#@{vrAW#8n(27VUm?OQ`I3
zN@jU~Bu+b+@emY8>Z8@;$_wh)?!YHYHReOBAn}6-#6!S~iIEhTSKM5DjtO{->-)g6
z2Ht?v-%VO>4Ak6{8jCRrnuguenX{e$AXt@(nLcBhH(-%NUjR6O_oyv?VnL3>_B$cb
zY_n*~Ys`K9{=uR`#<fjp*v5fkdJ41YvK~hJb^YwkaCro~RKrzJgns;r9L=%;Iibyv
zkj2M`+EtK*N^<`FH);KjHX)$83yqAFo^^_qWhF2be-yV{oyGdVoYud|gbc%%mRrnx
z!rt~bfa25avbjg!ZHKw(Q`@Luyn+)ySuEuoI>5{=$Oq_w3mpgQ^8^XYrdts8o7w4w
z?bYFgk)8fh%z{_GefvYWWS#`p9+Ei9H<=g${IxCm9#Fl*UPJKkZz}LoFAhmVNqD|+
zc%K=EhEw!|iiom7to5}5uITduAJB`L4<7aH>8z~%-t8BRAMnBX5c>a6^%r1KchMdw
z3?hQ0AT1#Rf;0lsor-|c-6f4MbVzqgNJ>d}x8#U)4xN%icXRi==bZ1m*GJSxj2ZrW
zueE-$)~Yhq0bE4{_ZJNuF$DE;`y7#7Q+a4c!RTu&idm!_X>R0T3FA*l%L6~?w+O4A
z(klpdD~dq6=c(qDIrxx~fMX61llU$aRz9vF!_g=Y67%wJL}ErJCzn+Dze`a1L0(nd
z1Zs|W3aEOLbXgY#6wCJCN|`*eBa%4bvH?g)adDglA+f;2i4G#s4q?YM7~6H<bejeu
zQKiYAo0E+?_97Qa!88aSsrRc9$+)08EzzTh=!?gF$;kKvLY}i~&ucL@O=Z>P{*tSP
zPT}r~gu0c-us_l269ZSt8XnX7OClpV3u3{j2q@t5evZ#6bh!Ipo8l3s8*wk_4o(8;
z{TTpgPuEgG5nshYf|V?M!?3ECZ`iZS`V7PM<JVmg*B35ed**4mh&kdmm?pEgk-mBr
zUtvCsJ@q-{$Cp_yBrw1fcwW!If;QFD-A24-mj{$QCG9P*Tw11O0FAms6f(X2_(bk~
z5nx~C4Jjx&#0n?aJ=#AE$k}hE#PCnA0Cc7yWBAvA9fTK0uvM7NdU5^*x0QQ!RCk)5
z-S30;B?<cr>;{Mc8F;J909<@S&`B2E5rA=JPF_L=R863Cjxhz)<o=5O(K^Zp(N~qm
z6oCYy4F9NUx}4iFvtRx1$d_?0GKv7iL%KqDZ$&oLW;MR{6RB8kW*cqyph&rjN>0el
z#p3<D748P$0KGUhF8B`(Ak(O~cZ!bz7kV&qbQ2Pq0EF~O4VlWP;?zsO+9v2W1_uX`
znbe;ccLwN}7SR|x)5-m1H~orfJu^?dzmIddQ@oITeI_R8ermWNh2Dn?_zhf?l$^L|
z0dep7;BFOExa{kbJC{-p^L>XYj*=-r&D$TX`dk{GCjpRYjUWGZ#AgdfrFbW_Z*7_|
z$#&_EhgIhq_r$zD=j0ca*zbJgJE}n>(NgpD&Z0}AE|VycfqQ&nw)<eO8(T83rEZ(W
zG5`Pb0vso>=|6JZtb_iN_W}W!-Q*7rP+2g+=rp#9pPyOP#a}=F!SLni_{_nOVub|-
zsT9&)cYW11M>+zY&ScREuhSOmJKHUZ=b>bHt*W#$@+5=-GK#DAr`;%1pOX;<iTl~?
zV{>zaq)DMv2)V_+`J`1!+3bAhZ`;wntojk-o!yTA(OSyv?Vb4X2B<82Q66#J-Ozw*
z_;GqxjzqWx4^EQ%EWp{bfIBcVre}7<!sb6h+-RHt1Do99oK*Y|+VzE-U|YHiR=Spt
z-(bH-Rg{Em8Hibzo+(h!?l%yrLHql<B4bO$;zirthNH?|E*D(Z?8|r=yupo!EZn@-
zoTA5!mv>ssu&de!{{&H|P8R!fSWf7H%Z+UMH+j@Ro@Vu^!D6B5tyX<m1Th;vnDa>}
z=#%lS&ZhXMZgbJIaMThSe5SExDToSdyyhQXJ9{}5HuX42uF>ZD`s4O0TVBVFrz!7P
zK(bQh0|bylhG&4OT(gpI3TflL;^Pfw-cTy@I;r(A>x?y!@-Y+Bf)w(haaZYEM@O;v
z`-4Ul9jmS0=|PQ-iUvokL*N{E+VhelK)<p$?kgGz|28jpRg~mF41y5usC`DRgZcF7
zHiBxBj+#e}l#WIeYXzVAREjsA#%}E$PJbtWZ+BlVd{?`){lGNEfrJEXQ{tE5l31kk
z-yj6>vhP0|fblP2g6boXayr4Qe*f|Bx8iC9O=-3<e2Xt3eIWhR<&EW>EOBQru5ksB
zkpQn$qC<+Mu0H3j$B>|9J?D)LjS>>wRG6%^+C)MxFlKs_3+kMe-a&@l*)v@C)64IW
zG^4X!O~KusN8g#>FJ!U!{^?CEn?5i7pV98`6bmQ5L328B#AQb<Anqme_IMYdIO<7L
zU|8As&5uv*w)%DZfSfuYnW>VuI>uo+X7AE)DycxD!yiIhjrTk$j8ud|W+6pb<6S-t
z&}IUmz`g<QzLDPiJUPNx+IDS;yD?~myF{-0tVI6DTUKBp$5vrvK{Of1(ztXDE+A94
zTINV&vrQd^Boq*SBGb-y?g%k$&ynyC+gixxhs*ZZc3zrojoV=g-wb5FzTt>7hEgv7
z8NJbH%zlw>&O>7eXInXMO`2}Y!llKhj>jr2{1B1pjx?C^_@{aW1ebs|Q6g{5Pp15V
z$QRH{9k)2i9BT}novcbccyVk%t3Yh;^}gE?%O79c7-Rq=H?RO%9`GSAFeitE+tPJq
zrrLFSX7nF>uk*h@ULSvq`9ZMa8$7T0h;E%QfU{7lwup;5y;8`F@<9(KCyq$%EIVP|
zT`mTT18k+|9B~<CogMxz4!hGRu5NsWI}>VvOfaGdFRbArd}rMdaYB4A0rZgym*JQ8
zja(c!Z<<Eluz;aLI4VUt_>;wMfHkyMD{uUUM<Z-Z;U6QO_5X{k6P6SvZ^7LSc!v4)
z!GYO~mETt{-O6Y_rnhA6nbJ%Dj^F%XynKx3ACp%lxbRRh2^WKv+bBRo8&ib7Nze+1
zXqPQdwOV|9vGmB>w8Zg~A76Z*<fmdM0RE3D!52oYd_M|2BjceoX9o45YkjsoP=5hT
z#1AQnDkw0qUUHzo^yUu?!oEdZhW&l6ESxJ|FkgQ9%!b{}M#%rE)&1}J4i-c6p6Z$K
zo=2zXWr3MK_u*mG5zF17!Ix+CbLiUR=@=w~l9omI&)bDVuFpI{V*rmCAFDn#w9_>I
z=#EGKCmAG--b~tP_*X>|0Yz|E$G{I84!isJ%sQv^U_8taKYk^WASH3F)y+?5n@pa5
zB_#r|Dh=ZW&tDGjTj2r~Em>N`tH<{Cwnay`56;YF%2guc{G<YsQKiFIP}Tn7|4^w^
zSd%Pp@px=Zb-J=uq}zxwhy`Z_FO*@^>Tc6rb`*fx61{ms3Fv-rlj*{W8D09*=lEj|
ztKAZ5{AVQKU)q~f?`eVv+1zu#=HU2GYgzDM<M`?GvNz(X5k;s5FW|27<eGjye6zW9
z^I~ggn68d8aRT83j3SZg3FFc%qx<}(wuI*YMd;+^6<bW%h|6XbaPu=`2n7GxG6`VW
zdPGbQ7pRm%$d&KX(m`8{ydoAw<#YJdDZnNW&!_qXjI~6mE)S98#P>bRG43Qn$rzX#
zD<_Sza_W^)VzOmAI=cwrG=ik^g~;t89Rh>Myd`C0qYqH{^3=cMTl>9x)DIx}=8WdZ
zZSEj~6XCO1+}^dX?A7|5x87GAO#{=RbTryDzsKF_@wUeDo`}2KN!#1A6qDDOFoIz8
z8|-JOw6#%mzvFmL{NNrW)jw>oQD6Fl5a(B3A-mP01A3sK^-W&%AZ{C7010$rBoQ66
zIiyb+$6#^({M03w;0L&NVq(aL7cNk?c2KmveLLZL%|$t!(X%#D2)#ULhsnyTb{MdW
zzJA^@JdAyRzkhh{j1ZI#4`Y-r@^$7L@Itj}TQs2zYQ(Jf!E|y%2B!tR7PB>ipbpyG
zK5=!j)J^~~_Sd`)oyMgET0~j}Zfcji=0EeuKYwU%&tRN7jrdUw4Ju&DNseiM7*KbZ
zXz>N6j*>mjK13xH4^cC|1<e>doiP1+#Iwcw@iCxLq^_$0^i%<jv-sv?rR@S87Ug^l
z1WV~LC}<eD2|4ipC!xlJl)3w5N>yAI*>)kkcQ-Geoi>-UjdCFZLXP+o8q_>IPl<*O
zLSl1Vj8C4-ksiJPAvRK=d<ERoQ|z+HbSn@4t}HP_=9xK6u>BVl*0hR4L+2XJb!b7j
zOM#@Evp>aA=TdZ&0cbLm5aF`kLTl6sy=z|-f4HAp-rNjZUe+o==zk&I;<d&4$lP~w
zhNnd|TN4%d*L5Ww{7RL}_Poi0g?!#=F65ZRPC#0EwFesH%!lsfP$SI53&&Q2-Jn^M
zJC(-D`XN%*!ZK-scO-BgJ?X80jmw%}5Ms_}{duFGpl)*9o~|_H0_RA8wSpF@cG%nh
z^u5pBs>-yhswd9YsvRp(+q>(0m{6h15R&^no?q?&ro~9g(9^toM+nlh=*B-qx(~7|
z>+1nZdE~$g`dCp>#?|%DO9CxB^^<wv48{dXSOdyH1f)8Sn_y#xZR)Obn>*_b9TvHj
z*ieA}-03H%sfLGPgv!0#UFy#-4DZ7B&F<W|SXl{iDZ7_D{7JyzuR!nu{(g55GceEu
z-P;&I`JBQVly-G}1bq0x6I_JSk(Lqv(fqH}io{WIo%Yn8SDQZoPHYy4-dq@gPk?3Z
z^GbOj9tXdVIqQGu0zAiQE=S=)DRe`{!ZD-!zvHqW)C|_*_G8{l0Rc~mc6;0MJA;@$
z@M(wSAw<D{p@SUO-K^HPblpWF<vLC0<lqKlBWH&Dw(hLJD+hu7V@Bh|I9dZuMur1y
zdkO`1V*?;973eLzL#qeT9czm!1o;l-=-+$t^W8>Ys*PLU-|nWPwc7HoiOwbzu^J?7
zE~Mx32fnDyYzE7nC>n29F?m0f9O%dnrYufZosm%rMu-93W%(;_MK$OB$kR|lg^YTK
zaY8|Ng75^UrqS-_X3OUbNy!|WB)yRs;_=e!$tEEoA3Ns*^FK|&Q0I7nuirqs=S6pw
ziAh0Wd<v=+sN)1%(?;r-)R^_B2=(+7z&pnTn}vNF8YaYv-^%5^QYqj6vAOxNR4p2a
zkdjh#E0auow(}v~fU5%SBp5)rD5;kv$3X)EDdHgPF!}=a#nu)FbT(W*n4*QVxwkwl
z6Edo^_VEXOrlT`8*dF6_z4{OZvL{%CHN+n`xO~#^jIe9-t&y%J>{J>SHHmk9XUKe;
zB?RY{{WySN^IZXA#ii<PdE?IZSv>4-f?T#cMDcV_JL$E-pPsH@4vn@|^2eU6($P5L
zqDZZaajUR4UDf#}(m*hZ?Wb|D<;eCa(T!JfhXE2uOj9<nk!BZ)DF^g7_)*kWVI=?E
zd2#DM>rBI7L6JMyuT3MQ8`<GcW-veftHc;joTT5|Z)YbGeLx@bBnR!C<ap41L_D67
zlNd`94Y&N$EYWWP-CXnc9*os9mq1t{7|dwpu|HAc0vjEn{9&K-%nK^v^{KoL=Nvm;
zT2H+Et-1!KI{AtE%sTwy5swv=L$7G!?GJymPZTN#L72slb3a+I8+Efrkk61n;A6&w
zf5=<xfwch916x^HXfavzir=Z=$&Z0+j8WO6rrVeJob?$UF0K9}6=Aq=UTI?Dq%b@h
zmo>x$Ij#m|vteti8n0-IdaBK#2TZ`Af&i++%R_0}uVp5K2eL_2`jjC&(Hpp5-vTl2
z@_dd>16t)~8HppOmNv-zGVO{k9(LIP`=U{G%uIm6{W{X-37aD0>sK2Hf*HY<gZWgw
zKs`erWm85_4j-{?-e)4qW<`)Rz5pYteLubyw=N+!AC3Y&1^M3zP*+#SVq#*V0s@>`
zKqU`iI2e~pBP_fpZ%7y1<;MAJVNnmAo}Po8qQ~BusQqf8ua7b+Dx2qFmNSEWZF?Ms
zaNTU&8c=Mq<z&Yr_$@p(eBhN-o+y$^&yzRpbU|}i-qQVk9wS!HV*nfWT3K5k;3wj6
z6tQc3)Tr~+PSKp4-x*gM7D&+Vfd8EH8D1=y6Nrz87aM^137qPeC$)1uJ(M7673ee)
zfI<DDeQ{MreTMP~7+tKU{|#s?#?Z$zr`-f#;Mij%!1u*F;Ll}`Z*w?JD|jBc(P5Fb
zpv2-;uWSKQwfK+w`E0;kea@$LZ_N_Tg|1b4XazS|NYn`~kxi}t21806h%$(Pl>0Z~
zL+59+XaFQu{?YzoYec7Ra9=~!a@G%)A^v5s-YYj^aW>tQov%8SqG&BK{u)`MW)}<T
zr>E#sMgu@|VdBr15@lyAAD#sDlL%G_!+EKsawb=XPaan5b6m32;3KuV+`H&-n@Y}9
zt!9MBX1(YHcoY2c^Pm4sV(S1<;tG(u8ueww04`w%iu=Eow|GPb>LSoe0enHA;8+3a
zJsIB}3Di@d#X|znPhoj$<dwo_OdiI7(n8nu!4JN7k0AB(e_2-@HJreoPI>mo$4|Og
zMym;f$5xUA@-Ud11l<>Ucu6CHO=V~Py>7XzK)X(-2M~A`i$;9zPUZ3-i7g*b+B0i;
zKk>gtedXl0-TWgzm!ab89;&1?o$>9~OBM8=7vTZV#*dlzLO?H^;cBkF!-*Mf5Vln}
zKR$;eKr3q(O9!j#{lIv<8N`?%_hWZDD(VMnh}1S~LPnYR*DCzJK2li)wU=~KzTMqe
z2n_qr1QmE4V)_$g71dkENd=10@sR+T86z72oDe{xM*Ko{_hrIt$LQx<vsOtXw5%9J
zun!Q|%Lt4GXg)L)l!^mjRwpvj?)()lP!s~S>$88ad|hVn&^Gw;hN2n5FLZx<!g0Re
zjG7e_Y}iGXr8PNLVmy;3eRf-6x(Vr~&&|mV#!}kRkijstUlRRzeg0CdtQjd*_S>lw
zH*H*JBz(le$@PvOyRz~tSS_(~2Ip!4%r+q1KnKc`)_WT}20({_od>_6P*Pvtwymks
z*My8japGAWt8_j_vphdG@euwO2%I$=oEk6^6&X-55zq0pd)B`$@9jm56ryzy+gIA$
zKs>ptIN%ymi9pd*QF$9h-iXU{@#&8;5rEfWqA!=l^2Vy7I<UMX{;PAvt>ZvNNcVyF
z<+bTsfGS6Rwow5#?^zIj+*@|nRXqUGYYys>`!}7${b$=iSUvs>HdFWx&XtJ)Q^2=2
z2#~%4o+(K_@8#~v9YNs*^YmtG$~yTKVo9)`=(OVbwxZdsfgW=fvLtAWU3)-v{Q97Y
zr4<?1p+Dffz++=r**A!-9>$-eAvk_UG=&1zDg-MPc5G&<8&ULG14v$Dt4ms{tu75v
zOfb$u57@fA{IXW!##t4QfB?z&o0-LHH^=WG&)$_$MCp0>4RJcJ+_cH#Y4n9dN}_w$
z97apES$3};A}%U93Z)kwh%?oLno}RMy_#UqZwu%l!eL6#V%G9}0%{H5YjU{lM){Z~
zyU?%kUO~-ZYF^|e{?iIKUD+(OEiyTABmOD7mI$cgD!aR+@kEi~RXJ++Il%Q(cp<TX
zxhv6|q<Ha8uXn^ypwh&_T$WblRQ#)Yvok60U&&8JTw6;b&pg}Q6ieu0r^Q}X`sZ&3
zD+Xk#SjNU?1?iN1(<u{oZ`yfCN(hPg==UK{%Dstfdz-OflD`{jPP7jKZWO4cK$sta
zpV?u!odyjcKX_6S>rfJZLq2-CZSR<XgoO1(G=EZ}943*^DOwKm?^<bjWA+czwc`0P
zbsh0<g+IZqtw>5=%qnw4f1^YvHKxCLEwpC;ZMs3FyZcXU;x9j$r=%^d=|HBbuvp1F
zuo+%+$m&13@b4cSNNpW?W2Ieqx&V6>D~km9mrZ0qp$Bx<C(+@r2xRu>DUGJypdh8C
zbt5h6IXioMltp!|{2o2Bk+BudL<_b?{pRfK8Pc;Mf+xR6rf2V5C*x_v&tG@{cu3(K
zQM$0ZjJ~m+aiI8+Km=R_)tgi@IZdXZp3y|g`2PK9!^MAP&vDWK>C%&Reu3gsRW25&
zB)>D#Nergwfr16BPx9{}FiPbFaqoN&wz_zi#IUyJw}iVS0gPc9)lFz7Z$Ebkyv+U2
zQg*aDzWkLB_?W<gBD-*AqmPQpC`gh<$iIAGDGp>xDkaTD)n-4;`~UM=pmX@)P!z2U
zEhKGCSMmdI=CdGR_;SaZ3k%sY0ViCt=g-lt)FS{v!Y|&h$Hn}Wtf(h8GVtl&Uj^5z
z&hkEbkHchI;X4Dh)SjZ32K3Fy9h77G;f7+~gTUWC^V;C{uop;l-TXvvvZE-9jr-!p
zw?-<-z<)$QmO0!rmZ$rS%>5ZCX`S{zZn}Ss`yhq>w9r2$h97M4fo3fo7#%KC#PEd`
z{EQ_ikY6}1(C>SZC6d{l)gOJRd+;(OFi~g%a57Psr^<GoJa_E>zM?8AC&YY+<cv{Z
z_?M-W7w1ZmX&dYRv+9=jf;T%S{$(us%KpA6MGEO`^~3A)JLebU;@VkFq0K0FH%nF}
zck67R1m!5ufB8$n+Hh>`xzR_`ZA-H6wx&;T3IIjdf+$IE*>B`jid5ntv_?UauY}Xm
z_BvJ^IGki9rX0fL&o8Q9;ZcF_tgLq79e@D^&4EW-pUGMEZgE`>+9aKv-qvVQJQk-U
zr+xLu#MvGK5$lV4+tBpkWkT3XB1{82wg3>Xfanj-3AnR!b^2Y&qhd&J!?(e60e`bb
z3k94K@Fqd=2qG@{GRb_cdQ@)oFD9SikY5;^O+QaGXG*Mi5*g{S_~HX5`JMqAo+vYZ
z=TH=y|4M7>bw*mCpAIXcE(V$MYvbGM<TrdM<!fUdD@ek^LtqyjmZz8Q(oD1lv#Z@B
z{Csj$h_mw#spOeHlWd;ANZ`eIg#0l0+o@IyGw@aQpKrsPK-y{BHhYRhN}A%*beNl8
z{Bv|`Q70<wLy+1{UC8ke#kxRGJjiKw-aI64o8Ov#E{6R1^Qqmj-K5?2y#K1SfA8!0
zTpGm391r8_0BfMWp14K1;p!gJvy5c#P$knZz3u>4n@F{Byw5Ztax)`p1~B9L=`;`q
z#>OX6?UFHTwQhzUd<+X!v=|6d{CEal)2;8VDdmi|x_vBG(Xy!J-*S4wKwxQ6>&`%+
zRiI)C%oqTI{#4oqFZA9=2pcHw-#@TS><m!(Q=dF&l}@4jIZys~^r`c`-*m21!34iG
zAn?cHzXJ{#WZLDEMtjHj&bc|h;R~N9D9@h9hb1SgfClm7^v&m(+uJ)X84qrK%t1pB
z<a%a!j`yf<J%umQJ2&S|*h+>Ni#F`5ywMtTSWVtGKOC@C$7mH!yrebZv|R`TrASv$
zq`JeuL;G-sqStjDP$()Mn;DqS+S=fBMXJ~OQOv{y9|SN>87BNdaTLJWdvdRGMvz|t
zi6(&HDb#>rV9xV@n1VN828r+1mI<)Jivzz@ui|txVSm%;M@3YGUAm>k;?N<{is#j{
zJ4PUK8qv!6w0-l4Hh$??;qNaQ^3`<y&@CQ=K~p^C;B05&*jK%<bJ)+F<(4j6c}(~n
zE49?yyd^!?M2F64O%@>TsYO6neh$*F|K23BP5fsC(|>tQcSk`-%L9lto3?`6p@>6p
zlJB0__O$Trt!!@gvM=0#!(6ry@q6Vt?%}_7Sb<U&ZBtEgkRoH7fW_gg2wq53)@ExS
zIMN*M-L}k{GkfVBw%u<J8+2;EX!h+2$Po|&cmURVynOld@wF1qvG{usE)X)z`9Qn<
zSNt5Wn<9&`01UGCi{9<GB*i$oJrk6Xcq$7#!+TgySd_+ay1x0LEmu0-sFBUqH-}@t
zV9IvGT*Fpta^*m!7NT0#bX^umS7Da2EW*iDX$snzq+oYSrf;)Y!xC<{sF(P25g<vf
z@$som*IqLlhtKF6E?W&82{dk3&gnUV`=)F17j-&PPhHR=Namj{>Lqd~N5{<TwB3?}
zzSquWF>K(Fkxoob_I;Cu_NiWh6!bTI3sbEQ4U1p9zANzKsrl;IF7yQL2Zgj^Wk%VU
zAS;>;nJQ8yv}a>bodduaod$NwOiv|@Xe#K+`5wc38$~3*2h>T$0K7b@l|}<3kmb~=
z^rv_vF3W!xV$a>I7d;69^tG6)3;S#vu4e}}xHIat$V!6a1hm0tgg*j6p=sj7KPMOP
zEc~&(eMLX>_ZuH`%RD9j?<OFis(xbN{$x@B%JkpF_A8pRc&2|5WgIGq7Y9xr1G^*V
z&JT@*UVZBaMA%@8d-Qa`sY~5whKU2~oN>~{H!1^V6;h^+kZ%L>db-piW|@Im;J3GJ
zlT;&8yu6577Y`MLTlF&6nw|te={iOiaTM^61W2)iO7=LTvtTb4`8E?;e{=ezJrEmh
z%xC!T20FN{d~IyhxhTCI>LPSnn6DdlpFg>p7kv2jl$U%ObCD>paFXAookcS+2XH}*
zkvQ9QjRy-#04=1^J=PqKO$#jMD~~^8OX^3BzHk;1q`VjuzPue+s&>&`KWThm3)v8R
zx$N7&F3#`|1UDc``gb7*h$FiS4y8IOKSI7p7oXlG*tR5J@}N?*Z5J;eJzH5%x@zoM
z)C<XOp?HSwic0i^2n`exw$$zVgV`X~s9BvXNS8xXAMM-{sL&RxSS|_DbLzw2CYiS;
zZl4A5Ku5Q+WEGWHXBX)|nHM12|9)<trMmqo#}O%DwS~S5AKlfi33?rB$^hR$=ixzX
zXneoC`pOreJ<vs<=F;}{zx~Iy3zpueZ5HHn!B-c3R?L@2kBcT5B1hL!fCfN&=WZi?
zqcAzrgC0$#<O+->pX;Zfih|^X2@$Hr!^Zp3dyz4JS0nyUcx9rAmj{wo6~TU5?jU@j
z83(ZWL;OKAF<0J${Es+ZQ=*Na1g8AuOkG?M?%By~B69cG4v><<k`BRZnL;|(5jE1K
zKMlQ_;rofwR<fgCU}I{l9L9%DooEA1^uDYbY)1LEx;D;Xa;acFH;;z@{+@G<hzE!Y
zCq6=5qaswVUb7NHfLnfHQ*~MY-N7TdAGobPb-ZLkFDnLL@mf_Fdr^5_xtUIJBx}`d
zak&cO^lDE3MwtTtr2W=KGq20}8<VJ4H8#qqVq)t{+ZJNzNV&O89FF~(3=?Ds=ar7>
z0dXsRK1FBsmMzv8p{`Ok362u?<40?RIy-0NX+nF^W-RyIv%>Oy21t5R0@*b%DE7Bv
zRWZ|C$vV2%?+6`z_@Da51eep-ek%^|riID_HSXd*mDgkC%_I0_w$DKm7cy-nqe{2M
zU7cNf6c`I*wAg~fpxbm9|4FMl))CieZdAL(xFVm&Bnq>l>Jd!8Z7)DbL>~&UCUD=3
zRETMUQANL(mMHjJDOXlPzagVzol1@WTL0Ww<<OLH4zDLPG!*){sLCXyi<+kt4oYV(
zGNG|?&Lyj3R6$+@FnrrAMP$yZ8Th5A&Mx&A57O(jiY~2rK4D~0vlRn9)ILzK-d??W
zB;;~u``6+%)U7l~tP^E-TfpHLKKF8(yl++s#WF2YuHbK9v=EF3T?y@_Dw5B27<%mr
z5=KV+V2o`nh+tp?szvP&sX<Us01X|$w1Ba^bl{{%x3e>Mb(LLuqsHUX%WRbEVEs-u
z4{euu^T<~I--@G%JJsjUeTWtgBDQ_&07)Wq0<Semge)O${eqC4DC|SR1G8R$2G>Gx
z>$8H1jfMB$Kto6Kmv+(DbxacRHzl0`G1>h#&N?8}wf&gIf1Xb+I?Xt)$Qt*(<aZ{}
zF2JBafILQW#rQswP7>q^n!Fws{}_Nl!lGqpHdE*Poc>+cFL`wiuWLNuR}12=B!~lG
z4N>CxqU_L6Q&Y%9%|n6B=Qr`;NR<?7jiu^S1qGuij!;tj?;#bg-NX&Y>=<4fdor>o
zJ7A;*S<}FLAPzQTwtg|$2%J*`%FJa>95{N>w@$`f_YLn4`O-rrYDDhV1Q~@|d27gv
z`d3GT-xCWo7IT0fm7T=?evET>#^<?KI%P+?rGfp!_3OQB*^ok#;u`{vY)Njv|MLRq
zgKn_H8S{1aFUNLZS@dfFRDpoy$cXKgg!-F5JVyyaGHc9q>fV(~jSGn79C`R(*P~Z>
zELtkRFC7M#SC8)lXs7^*h)Nl4eEdin2|*gfPIpXBay=J(_PnZhv*79FbrX@Lfc7QM
z@G`3jg)h>#aHOCiH$_)X68u7n6s|s>)%g;fw$Gp60~CiC7Ip|Pug81A6s%y56dXUZ
zFgku><C_CWo0gWeEj#o|O5oULCiy=B<9`@UbZWCQg}t{3nGFs$Wk{eA+riL5Iv2pz
zTba0`Z-89T0p?MQ3+K1uQoTR09Rpz_<o*u60)`Edh}^4#g=9}Xg}n;(2|zavU|Wg3
zZl<JwBa&W0xRYlbhgwKJGAQzPq;8M?Fn9mmJGP2AVw@qIj^m{=gXuVlhO;H6c{if)
z55l&GY=it1)QJ*+j2pgB1x6+cEYeR@Ytr0r&W)wpKXlZk`>dTWSa4x6htG`9{qC7*
zkirQ_PCa!>+3g|%OoqYSl($CXF?kTyLZ~L^T(-)alz>nTYMjF_{#CB70%TwdImOen
zCqjuV@Dy{IcgDPDo5o-UNY?bZA~@;<0sZR;d(DT0xGaVAw~e;IaeH`d`ZhcJtq-N3
zYXFc)L8EWif1nT)eJgOdUzMpY_z45tE&kw-=p3XO*zJp-@cwtp?SJhjz#WDhg!3gN
zi^h3nTx;>NCb9nW1&gBU>OfvTuh+^OJ^I|N4}ozOgeu5u!Q5G_%pl=Uwt1=Y@`ZAE
zUV?QGqml3P(X9Xqk%Zz*j#Nr;TX6B~w47qeC8qTjtG_AG9Dkwj`I$5m;YodMDEWKM
z2+ZNJ;I$Q6ResydcAoygbnbJ|$xBMTF>JuTJQC|M4f=bWEY-2+c+Od-kmJiigkC<>
zO>4iT5}c<P$<byBP_WRmhSGGC^ZhL-u3-Vtm4x#(`pU}FWd5_4WL|1G{!f&WG>uFH
z$aR`8u|UaT?+8Ic0%m0Cj~^{7i8v@l?w?hgdudwVAUp{XVhsN}U@-3Cs64=XfphA5
zFNi#xNe|3nK6r!)k4x2X{gLe*Dt(maldsA#$tkw0A5(X`(w^7NNhSZULHNHog!loo
z(!`Mdbi18Uo9E0|(&(b&23W3K4{3?=hwj3CY-K=wkn=^t$CIa$ZeE8LydE&Gg4=c%
z7f5=BUCv-ljxE>pKbohH1%dHT6m*dRJdMzd{L%K8p;XZbK8;0NP4d$xB*KW<<ily&
zc@Ii7TywNsvx397)P%a`Zw~uisU^jC+@)k~71F&U&R($PNL6D@w^gzQJkqNqr{|OM
zm5|wA8Rk@6-eM3Bu2bds=_0hl3RadpZEGt74Ia1%K__N0^>D9-?Ni|ErI%CUe|p$%
zuCuiJi(U)lsud%^V_BKgehg5POxI2t?ZU`Y-+B3X85uq4?0SB<tN93FggHEX{Ac|G
z3D!3aW>L{^U`hM}-m_1S01f>tw15^gHDQGRZyWOe|4T<5J8gK}y^+juL*ktRtCWR#
zk<vhC<P;tDk9}n2m9xIO;nr9vQRY11ejF|1pZt`1su;L9K4vbGfqs<EY^n6mO*J%d
zSv6p~_-Q6@H&OCqhJqJ}dkA;m7KcaH<krYfUn)d@&EM}?QJzy}*6+>#;L1x_E0NjW
z5&KuyXBu}^!l%8PsGoQ_1VIGF2mbbnP#KTcSrur{p`}g*i!#6U9(4gd!S}pZ&w#1a
zH$5F`Z_e8fQry&~AS)3NVlxiME}?lQ?dNZm1%%vW(0xdr>zvG0$tQ0MEKQg2V@|FD
z{X~RIpE`HCv0=IkQ1i8xZteA~G!l_M4_=Y^iu#BR&ItXPG2sc)r|bZN_5LJR<$qhi
za)cAy<ojG)*4Zg2?mv#5AO&pmcsrAO;XQ2Ayjx|L<fuDz_OJAI-`MC1q)cR_w@c-i
z^RMO3ZA46Tht?Z)dD@v9ZIWQeon_`7<ea1uJFB4wI*AGz-3;#+m53F&K9t>_8<!Z9
zXrJp)r5qWTp|w0Dv%_u}MNmyyqvlL@p{aDj-ld^}-pD4l%0LQz*SH|;cI)TDYOeo~
z1xNQdL+M{#K5%h38sp@$+)CPX-X^t7Yrn-ZXBCo?RKXXN<9}6P$aj0{CGaQr)$`Y^
zddDH;2R>fHx2+k1M*C>GA~$DYRnfRYdJY_F8Mo)k^B0wk3;Erimp9GE+hb+P>|peh
z{LP~TrX&-Jz8z34jOHuqo^C4>1N(kbxgc~Fl5}|MCI}AOXttEpL@`{BGhUkm+z(H^
zIjT(9IrN|HQ*<Bhcu1~zp{m%~(E5w$J&an`P2poLnGoPY%%Zuda2ysvx7>}+RKH+%
zhtAT2=dpE!)&TrmK)tt^Y<Z=|vZux@6&IjURKum(@dB@S9rV}I$u%vXr&~l&wi0J@
zpF_Xh`%e6r!s=u5#GNsBYmXji)bn1sxv1+qxc=8g0hDB#AfI0TCx(*uu0tOECWOD%
zn^>*f#Ng;0ffJ-_i`uW#E4g40&3;Eck^1#+XCS?QZf&A3Qor!D)BPB6EAP8js2mMq
z6PAAml5l1)2=aK(mZOf><$fAT;XdgT(eXB(7znKF^;@sc#O0GVytv4^IwAA1*sXNv
zahnU>%d!jk@7l>`d?gws{PmNyzOxy3CYp{@?I^2uNwKbkovPb$?zPoSaM{hsb0RlF
zk&W7x3V3ASl%nlFwM!G6o=+Pw9pr@P!W_MK=8+F*ZVSKC0$Zr6aHqnW|0HSHQtKIp
zu{jb^Y(QE|OsSfNW=Y}BDXaG>!h4vf`}L@xtLo0opbD@TBK0};8>`BI`a`Ld{nmSS
z$L{`##?^zL(27#+E0c!t=kD_?R7gqq9&_PxdBsI#-aMsT(?Mxya4-RU>Z}{Yiji`C
zAuik9VbBkWkKu;!%F5sSP>FaDMJwl18lP+wk9;{pG#h~VFVP<o3X;FK^khF{uQxVh
z>9^AzG7b1A4SIG!GUs)@q@1lQizt0@Ey}P=YPtl}9`y%rU$6medFJHt_X`)9)L|y$
zfso$iuZ8_6)NZjK3YX`nRLeI)S+uWLfkKnzk~v5sSRkxbQ}BmBQS(hfNJT^R9W}hr
zVw4Mkoq^sBj7~vcnMA*fWSlG>mzZ9aa=P^X{qm+BHcME?%duHCkMUBzN24eH7ei;R
z_;CG)#P3-q?@5JkO6CRnxydL%d__p^L+Ku26&2yG*QeY_%R}iFDkWRK9}+%fgAP4=
zd-n2S=Br2v<394Y6>4c0Vh&5~J-YTE244JMNtKh`DIgxvH7{af&Xz(u<%^LC)>WOh
z)Kkuc<5n|S;-#|?ywQ3Nxa{7jr=1O<H=ipl-+*Zk*sMwZDXOg_zoh5_qHLx8lQ2WW
z`a<}ALbJAk;R*Ob=wB<|V>>u}0cGYBxa>QGRYoGX39OF^8nHZUaOWn!IbZ0^fpXY`
zi6;P-;7xQ>0fwO@2meL9{wOU(jh2cL(2A*bdR?{c`ak8MJJXGgY_2WQ2d9LD=@BBp
z!+$0BAeJ+g1!h8!Ow&K}R{1C@o8`cJ%J;*>61M*wv`iqwr*u0(!vn`x6XS_eZ6H9W
zCaMZ*exjx^TmyXde?6ESA*9)lgp3L?7@PVT2aGlU$d&|){+0ka>d~Y5(K;JKq~D9c
zVa-nRsos_pVMlP>%rLsUZeMhYxj2J}T^-YXYW(_MrC|B!R|5ygF38B791u&nk0}$6
z#Iqb;%P}gbSW9bg)<b`aXBkrX7DkK6efaOPF@tE$4(sQ87_^!5OWdr}^_Gfi+>>F|
zzud^LfFC!f!S)z;I53*98%-JhdWSVd`|XEkQ>K!rt7T;hdhQFfo9kzKr5C<kf2XWw
zScihaS~UQ7=ZlV=^NOEaPwRKIO@+0cH0#TIWxmk<+&r{i&uUJsJaw)K{|Y`MjQF84
zyeiYLEM9qNE>=6LC2`$3;+Az2B0~6`uilGj<G#Oqx}@L%4Rw#L-HYJ-p^&|vvwZKE
zCcT0I2LCsiURiM==UvZqbDgGnd`x}A^x?Jfd|k;+6+=0F$)7dimaD!-LGa0b$GNhf
zrc!(gVx-4AQJ2*9bnSEIJF8vU^CB}z#2XI`<^5NtZ-#D~*l+sa*MY6rZl4Qlw}ie5
z?2AOXReuDYNZ>pwxx9MyBw{8o(?zeVi{60&zV3(J?_n?=mO&zL%BfPWG+Ts8vW^$%
zgPXKecO25_MigaQ+Ha>n!?x+1R$_{3`p4$R&(>IPZUeGVvhGH~R=$T>jd<@%HkVW$
z7Zk5m-7b7?Ip;71FqyrGHDdILBTyd`CWNpMNg7v3a*$~o(cwQw9fjT!Sch^DMO604
z?6$gimAusWtWp$ms#%wGbte{-CN#k3Xy$A-^y9|`ys06X@1pVGBwh3G*9MUj`EC#L
zK@ZCd_mZ;bgZyg4U6XqUoJ>0x&no--`o^$%K29F5zW}4W%A0i+di%g{3E!N;G9Lt`
zE|xB=bh$6=uRO=*8;9ZQ;|EiO>Vi4y`gdBjwUM?-VYC<!PA(U2a)AcJP2A>_NRb!A
zwW%-4o4Nui)*#r$FjI2ei<CXfEJu@7=9>+AU8n7}>#od<u?!J-vCjjXfWpH`bpW}y
zsp)m=<zMxt)8qWpV&#L;!TPqs458cWxm#n%a60`?OZ7P&*r&VqNh7&<>A~CQ?yP+L
z^e<CC*V^gL*~}(<p0!^!3n`0Fmc$hvmM*e8#B*;g2(z`7&9x0%;g^)&AtN0Y&7Jfx
zAP>LbZvFSeTzHPO>6@dksrtb!-zo3B<B7wG2595Dx2D9s;KeiSv9GN+FLiAzU)c$-
ziJJ7xhr7OKXiyirxqU}1eDeSO(^ELU&L^v+)>s!QU9AeuFzfodNuA<yF+nRjB(fjF
zo64r9KYo2A{e{VzoU3goq<69CQMKQ=Nt^C{?FxabW!EoWs}bwpCM)o7Q>HtO2{rB2
zxu~do&wpX-s_U`umQKW~Lw?beJtJr8Vr!wF=<uNN>LOICSs|CtYy*bZ@2+O-d~=xX
zg=<vEJvKW!MQl6oIj~K3G|fa}IkBAJ<rf(_Xq&Xm$j|Wzz;NdFht-fQiM2+BAO23g
zjT?{w7>{uM3r8jYc!*J>bi+ldP%XbEO$xl{t4(+C(XWU}<Kj(fHJ--<n*le$4bS^7
zyQzx}a*poUGdBOVVzh3^9^_0qmV3=A$u=COa1;>AUvL%MCoS;zTKyR2j{f2APe(ko
zL>l$B+>RS&Nl~ozDwGSlU7ORYP{S>Ab5Cc9oezgzL#k5EOE@Xdq?^nd;F2fv?<0>i
z*i!iR+-%g^hg)eUOh@`0Pc*o!>Noi}INlo$N3N4);e_{|WMi|CbvbP`IvcMHRq_w-
zK&0IV_weAbKRfgG2ek{1YgcMe<FiF56XbkArpD;Z46>t9V2I+e<=<00F)@)H+vRS#
z<ZuVsc(e9BDYcZ_s?Ksqb$Gj=OQzRTsGI|>SsW@JowKcGPWY)t8|qqm?gYgQ9LxSe
zHCQ{i8B|94C4I!P__}06tJGLku0=1Og8smPxtv}PP6DsyxAhjv;*J=O<xSG#*SuJ~
z@iiNCS5nu7xau^SP`jt|6Mos@P)%_kh$>6&PqG_%VaEzXdAOH7gUFNd*94z0*nK;{
z)YK;=I9!_Bwj8ax)qUi<=SGRKLz)>(DKlp{N^<SU&y%4`K3L8)zh*xiOU}Yl>b^Z`
zdVL`gKGB?=<Lxu#y))jd{LzY=yLM}>r}%8Dd1-rm*!z>7chu{sgYs%0PU;PA<Xc#s
zX!`B_qx$}DXbIm5ET&2_t;T<mEx3+bHJKVm4hef0Njs-wLd3bApv;{J5^Qk_;|fI)
zXgU35#UdTHnr@Xofy>LtC6-L)`6TZ;lfLOALBa~0iWu$^iaHh4gHLm08sp5*L~55(
zeTmeNaxc$z)4%g)i}yJ+{XEE-VF#J-<JU9BLJI1%=-phQlyRplhkzL-9BA7{*xbDy
z*nQXBLHwd*&<JR@8{6txo3yeO7yOlA=5T(Smq4-I(h&dUa+W|en!lJXWD-+A<kqGq
zOrHN_z(;PdRB2NO3J;zOH=7qA9HeAy#%-vd+ax;hGIDlI-zRk>vk!-~y6W}s2!+&6
zX-q}cc;~`<ntNr3OT7mh>FDVlA4I|)){&8rM8$tdIL7*gIj<77Rcq6$KJp%&_`z8I
zW}%0Swg%jbBl0zRteJ(}N`Cq@jV`azp=ysog(&C=nVumIQ%|#8O8m1#H$lCQU*~1d
z%P{qs9pkRtvkPa!k*hQ;!`9&h{nySN(DRn0(Cf2<z_XH}$k(~s+$(-YYAbK)9djC^
zCN)Y{Y9%2m5%0E$-IpRxXdr|Ub?5f_H1zt_u9Gpl`w62BYfDsHa|thM4V5ElxBa8l
z;SKsK+cn!Bj3Rb0?Q23p3e}nV>P7EO0r}~CpQ`>y0Y_fuMcwVR#~brlQML3xNz0q&
zniUv+CjGIJ?AoqvIfcKXL{{W=8GG-sQwwXGA~nC&=2>tm;dgq8^sf#XrOER5x3Uz6
zSzc6sF|V^p_tvA{uXiVz2Zfbcnlv(JW8OD76Z_2<YPPm@bL*W_8^85(Hx&XfAI+lD
z#p97hoRjs67EBIXv_nLmoR;5+jL^$X?fgV}0#AIA{UFdyt~D?;G&Ws?AunuD!76Cy
z(|LvzV`6IBlj5<ya=o2zx$w0=wP_^?b~?vNZ!s)%)1;e{|HI!eHUrvOwq{hbK>GX*
z!6SJdt0`+$w{oQ`PvLsG_wP5pX_ffaN|qQCwmE+FI=Nc$bIXDZ!sKc!7GKn(1lZ~?
zMe%(jDvt^}(x6Wf%^bH+Cl+_H)fXX)wUp0;#eMJ;&a||80j#}>k)+C54r|w6{{7LL
zz4)U|UT%mJ($mbD9xr4ZI@>k52<ha;u^5KzPC2@ly2_n<H@fPVw<2q=In<|85)f`S
zI@{Fa89fFkt5Xt#T^fJKk_3M1%I*^76i&Q|=^74`a1CAU#U|$ofX5LXoUP43SYi#i
zT@_38?V8<=_B*%!r4+uTJWEB%b6!y2>s=svBbxM~<y0&CsaaiclAa^;?oPA}tmoaa
zr`B-~?hY)!`j!s0$j)LaX{iL(-MZHmy7^%1bLZZBM<!C1SyiRv!5Pa@kq~m2$YGGQ
zYp>CO6K|{YLLj*-aqlW+y0yL1`Jc6&e8^Dldw&(Z#n0wxM|Qf7gKQJ^cINeRoj#YI
z!q^nE5)#4ZBX&LlVx^^GUe`0Y?kAD!Ae+@s&d(PacDY;3UwY3vMz=9C{+)lgR8;R}
z4e4u8D?+`EySf*(w87p<0H@3!mrcpxbA|$+gQBkcs94k{Y?9~8Q5^Sm`-Qqi-&n1H
zL^zr}nWP0Cl3=cOJ^tVi$K*QO(s7&m_R{wIGwgKtoy8QcF9y9q4J~8?a%LK%#Rp<<
z1@BJH`FAVuY?ET~;_wc`r9Awc^>DVO`uE{$wCI+C!<T{-$;}k*f#WaJi62EMNR9_`
ze1^Rf4i+eD+#qhIj9As4uutD!?IRfqhhFO~&~HpO4RmsUU_br~50RmW)hoWz`q6YT
zhKc@PlBLexuCRbMNViNyoL$>G-n5Fkhy23KIWo_8G)~`?Y>0{rNw0*b9JzT+iJO5r
z7&bg?N?;~(GVDW-sPQZQAgxw5y$7$|^)k275BacFm7;dD=IgmRp|8Y|Vs|$CpHtpJ
zB4`U6^Hk^RWfqh5bkfQta7lmVXIy=hq2#E#gXHoVCkd>bnCQZ=16DdY+t~KD-7R?7
zYRclzp0YJrjr_E2T2EYay1$Cvs&7yK36622E`H~qzsFxr3%*8Ds<M8O`MK54<})F1
z;GKVS@E{ARjoi_m(Y%Q`C~v*k&mT$;*C`{}ODOqdScBaA$#sO}l@rb5AC_7DDraXr
zFHV0;P;JBQ-dQ|&q3r}cxYXR<`-PlLJ*br83TqW!2<sFk6u)B<5s_(DKbu0n!JfF<
z+?7E*&@yAF_?_W~$>h|#o&Dw|*q%#Ejz2DCkv?U6GX|#P0xMhL{Ejul9gm;|7GBe+
z&FJ98ZyUSTRvk{W2*>7#h!|GiIw#YMGl$vHv6iU#6J;?*v{@yvB%;sZqEC`Tk27JB
zhc>fvJRR|sKaNwGYd0(79u=F?pv``fKMCt&D(8!LkRd=qLUJ%CtO&0w&U&HyY_DwF
zOkKL%DL`^H5EEG|-Pn`zz{lW*$-MRok3X@%Z8YrsNes-6q_OZ{=T)<lr4=sQlOB9c
z<rdia>Ww+HXi>JDCWGQhdcZ+;YX)&Ujx%?yIrFKxD5JydB-=j4G5*U@3Jhc2B|)}~
zgB%B&6Iem3ezl2{=SOGtzO-Ft2s4Y5)Bfr6^N~AT&jJJX<mIBV;P&AX-KHZ`zmFcR
zYWQcu-A%R(|75?7>Vl$Tdq}`1PlobJ5?A=La&G;%ZwYf|5bi-Cr+0Pqe#7141(&5a
z*Mr+@wGgZHvgEr61;Hcz>$?N0DHL4K-1UB*!wZuzITe^#@nP1&84+M5PH3D4<a^zT
z5x;C27{;6FmFI5q>S(@R?|T?)eYpQL9z~jiwlAz{p7xH_`dejVqiUvCrNTqYg;%=Q
zy|}!{o}RA99aB-M%@}EZ)VLR>!kAxs=FjTk<ewZlOz7;7L^0kl{vDq&SDZk(c+gsC
zO57UYd?;lqbCtH5vV}Brsna&oWcjS7y%Q0K&KJ;i?=)>smpXt7<?1f*@8F<w^Y@7O
zlClT|KNsg(NzTNQ-+FHsn>ET;CT&xXz9T--=^1Nzr1fmLn1Y4Q4)){#V~-*nmchcd
ze|KyoFFiW3nE=Bd%;>Y|jqo5{Vg0X8HsM9o$sMh-6b})b0aI_ww=eX`&$XNvPzN`m
z{ATo1R+2`ZEPI;tqmWLoja2U5<;*K8n40m1qHI+P@%vYuF-I*yN40?->Akgki#bk)
zSayM!)Uyyh%zUARvk2I`@-;3Kvw8()YPq#E*^@a(n-fTODIev5elGWF-?j(gzF@K2
ziZ{y(fxzB1m{~)4@WMgXd0VhTTUl%w;b6I3vp!Gk)O*w{gVZCpBE5Ve7<<r7+LOBh
z7^fa*3dc!p_EWOg$6mGC0(zhh=8t`p+=nx|v2F_gi4weZMcg()tsF$R*JR7?T!Tq0
z9#Pkv;Wpop;lMog+t`Euw#UD5-@Y97-pd&-d9&!cB2?!gG+MIhly1L3GPrgaG(T@W
znCen<e+}btnp7QzSM}p04sSX(GfQSwReelIFuk5E_kR6;w!xuU_|hP6zxhCdMZZmq
zk57|KI6MD*zFMg{dao3R0v+P^zF}Ecw&js)uT=oNfTSt$>Uwk{CgQh2_G0G8Ixi3Z
z46hYTp^MHWMuvgOnj9Ic-tvn@I{WEavWeq^cb228lUg+<k=`2h@{N2mWN#aqoy&_x
zCTL^?b|%n~WLY#dg(;k;?GYbd=U4oL&HIF^cI7aK@!p-E{!j8%MHi;GM?@SHQtkCx
z`0;ylQnMTDMk-zPXyzdiR%Fo5$@rZNuX9I=ud?n-R;OW~l1DD*2O$x@5+^CWkQ`D@
z7=HPuoCV12iT89Xn%V+ESD<)$S$vVWq4=634~*l<^Fb>z7&b*cnTvbmdB|x>B<$%$
zQ`(flMFy`fO^R0R_3pWTU{s(0?1SKWXrMN9o3h5@Vn(W3uc5Yd%Ict2e0Yspgz}&~
zp8M4#WjPs5Dayei>Q%#gB&2UO;@?=jc%R0+?yvb`Tw~DTRNsGyb#I9IKE>H2foR^T
zW$i?nj`@4p?DHVGjg;+x3wrm$+YA=oqfZn(&ILJ+t@EUKhkmH_=|8_HL%X@^%i7-O
z4>joHE<V67i6#{Ss=xiyvOhUWaaKu~GtCX$%zO}!7OGR>nYWJ!3p<`?MROPfS$$ae
zMvTh4<^z>a%ZJIyvz^7k@&%WJ(n@0wM3(tdi@d;+ih^s|)1*Alioz<Vaxvfv0>MNz
zn|I-+-lce))1Qtmr>)`Ox+_PY$sLyK%XsiWT_fA{8{caRXFl1TQZ+7S<oZ=4zAhxU
zz(^%Zu&;Ai=C1BE)`2F_9E{3~hdyDo(iMI-Ca3@9bn9!n=dm8+!FqZ-v6;?Q0a4p&
z;hd?-cUM&UbPf9}j+A$9CgSBsaQ&rXZM(ZXkWrqyr>n%`_*UD;O;Y0>t=AN<No0EG
zkwyz<E?drv*|Xk}^Lz~<`k21zO!~gke#Pj$!1=#g;+yFh%eYYs>d&jAm0w4*C*AKN
z?VMIn(Ymv;zdN#~lK{K`>blwY>+Bjut3qf<7lcIrELQ{W-S^JQxxYM!*(RYNy|MfI
z-Ee22Io|su70qd{R;IXRULZ9VuQ@G^SyffFpr}Z^ozJU<b~`__=<Enue72P%cX|dB
zDa^}LO}P8ZW%e=9yUv5^Y;SI6y$HE`e5w@Uew0vty2{i)0WQb)J_)CB2(&;V*t7J8
z<0ouUr>sYA%Hpd2#l#qyO6FoZmzh(bg3uSXvjg=F=PRUHYNl|Uxe&JYc2Q1+7x|?5
zk>lA?#oRuNOtUSG(!rGcI>A)Jez+21ABxM$)SVTGkfp(Ud>KVXma@Rwp&EdA&)*nO
zADu8mv$xYM>J@6NkdbB?8|~YQ%G(PD9e4j;QvQ&-`P(b_<Nv$>8AlmV*3-753}hSB
zcY0QQ(lUxx^qCF$tPPhO;t@#C=(~b1CL(z#i!s?eRfzR?-y8RyIyckOiq_lG@&Ai4
zM0^NDmughLr()A8ojY)qVN$nNb9PRAg1z(WbIxCGOBFW1NPFff+ko)Ib!cPU1Bmva
zb!K~NLU+5H?whR#s(?&-6Cb>@x^z%ZSX^hZZ7#Ca5>EM9*)iPR>B8!w2!q1o)B>Aq
zB=Yz37&Cq+*#!~kvX?P*e`{A)9hPgJd81>VdDqT(M7))3TvW5vhH@#;W9nO97V<@}
zM3*q$t5wqV{)&xzec3QpQSvVa<oHCKSUO)9b+F}=KwP=|`BmJ%P}Ybnt!%>b*}XEV
zLGIOB9Hi-|5RQ+NtPw}w(-YR6pO#T~qk}KC<Qu&eaq%#u7>!VzfINw1=EZVqipA$V
zhi%9!cq$R{@8A3KJ2OwDaBHi69v$8Liu97jX>V4{W&Vh1FzqT?tz^0+Cz^84`Ms>)
z-@k8F)e;fpLtJiRqMFy;nW9#cQ>ktH8bzsAqg32PPQHGQ^!Zr9=XC@TaeQ30!2E*p
zU(a$Tu~k?-;%~IL)@FDd$$8yh@vjqa6sZp@LEbP;^$v2o-xlUwTR6yIzZjE1qvBE_
zPHS%e>UedBiDc2<*{LHh^y`Cibm15nv3Pda6%K(?92BURD^WoHF+@@=Ws2rt#u4IR
z=|bfUyETL!I*FTBt_y9Gd><bxA&tn@{=R7;C~|C0bk$wjgCW1<e5Q9>zKY`pxGgep
zUjFx6ZY-k6@bkIPEW13RwoQ73^d;x#OBn=i-5B;!h3VZ?u{Qn_z4Ejc9HO0>(L}t%
zAe_Cdwdf_U%_A!B>0e+`vKU+2X`byp9Bx@)r{)ms8A-CJj6k%1@LE;W)OL;5MK>-D
z7v2dq*vIO5LVmonEBkD#5Y^=TMr}AFkL+D;vosdGaHY$=NE?P@n}mV%2MiH(9?>+H
zpFn(oXLNSCCU<(Fy`)sGm&d;v5<6?|>9hXN#1;+5Rb5y2|6%JZprY)$wr@g^kXAYr
z6$L2;ks%c+DWz*bL`gvqhAvS+q(wryJESCr2I(4Vs3AnUyWu~h@ArQHzt+#QSPwG8
zJ@+|h?|rU)?Q5SqTsKB<?tr!eP7DU+CGg}kCHVi{yA;vr`AWE!)J|o~4tqW|1G!_I
z@)tRc4_DEv@4J@6gS!?OdP^7|1pA5faB$&-X&8FGXeM(XLK_awS8ll>`DdLfX6*^^
zRaIWjmi>$;!DB46+L>@Fz(m`MPS{r6avA8mj@er)XB-+Cc_NfWdR6<)u|ZA9-ocb|
z&y~EYmTjjBVa)}+?4E_4rQZSMgR>#LL(U7_g9tQpK3LoGPVY{aJx&emi2m|1LxTc~
zCB4JuOPLajTdk26;FQu1kkNbLzy)8uRtaK4DV&`+CgX(=1~E_kP>5<Q`p7sYTE6_s
zOuX04BMtFnb|%>L$wIT4)tG*&<K&4!Z{23PxPG<n2P*_;TklZTiyHgw!u>wL5L{WD
zig<Y$s(--A30t19I~b^3SkDAp-f}yK#1Ne1Tt&E22lld`joH4B0<mH6+u?fwQ8hw3
zcEKT@bgd_-RM|`vJY;JzfsU8A<}`v#)W!yh-inIZ*LgdR*zgUv`#0GW>oK3<FGq)d
zVyN*t3#@l00LQrUY2H^vxmBiFYHxLCT(o@UiJ3Us=|6Wra6};o58Ln5i8mEbba!l1
z{~IMk-#1>m%<e<n6eO+N+HTCIAzb;Lay>(KF&Yy+&<f>!$NQ|gpnZvAttC#JAQaYh
zz1e0~6Xz+CKQm-TsqXNXoY-EMX^hLRS-HaFuRbIcV?Gq@@s?!5z9PNL{GkQGFpF=;
z2OB9<r}H>)_dUwx@$!=KTMfov0(Q#K1`%VHg&py&y1Ke$Zbt-INCeUWzvFde5HUeI
z@Fj*vKVk{4tY#!jA#;n11N$Nr8ht48p9IZ3@o`wd-tVj;4JkpHOSdNXg~P|%<6{o)
zvr|I%lQo&MQd^|1p6*bIYxaKpkJxn)Q;91qgWYTIaUh$#l$2D!BBo%!Ei4#zk5@Vo
z-GaOpO)VBzSclcrGDy`lG^AVH7NskoWR0x8^$EF^N6vxFSm*_JAEI2-W!LxW<5V|u
zv`$0BiORTr$NMtV5|2;Oly58wM%~9UgZnA$iO)>Sjr`d^{9c39=5=vl1MY~hmQhDP
zd#S(vLm$9)<0bD{EX%}AoZn4!PXn($ehP(ANGf{zu|9mVaOQFSy3EsVrkA@1-`~)`
z#=k!b3~aZ&jyY3-$63FXSx6?FgWMK*(@7t@!;r5RG<-x_f)FYaf(CXT3zFT@;=QVi
zbMmrRzf1t%dWTm+7SCZN<?+WV^XVk!>#{J<+sb$DnGGpXt__R~rsSS)dj|`@FU^sO
z@MAVSUn6j@ar;=SQ~S8H_DEhSh}*)<Oto)8O-bovOsw7zvO3iyuDJa6dP!`DYed!N
zGYI-z_xrco|A1Th{;%nld)u9z0`JbbmM1FZ2$}e_Pu4^v0bj<W6%%urL#D8(NP0Y%
z@$0c=@DC%G>u)dfD!ldzwYlN7|8k1?{-x{K{XDJA$x$hdgk3d0HnFWa^D$0O#Z^i0
z@6eb)X0V+pIq5z22!_!tSnka0BG&c)I0(zVKsl&`cidNM4fX+4kKyu|rQz`JUzYY;
zzX(kfGijPtY;9|EayZpBG*I(S#>N4)C)TNv?llIywTJ201Y+>{)V)L%EW7ZLz+oWi
zF-E}2#u2fqy{Njk#6F23n?*h5XRhM=`I7)~P_wa;p*J<ST&6cP(VsIvf6cw}ZB3*n
z@&%WswI&~(I^eaB_m}d#y_u}0Chq`(cz#|Jad#z&X!e9!7aw~44FzDqu|)C(x1Pmc
z$k-EST4t*j<g&kMc`ANZ)_ZuqjB2XuoXFQ(8BCTEkFQCUq-}xM9L)=jIo9D=N1=G^
zjTGaa%Qnkl=w>U);B+&Q|7I+-@^_JGu)E_@YHjl98kN5EUz;=Mr7&}~8#BL*+Ng6{
z(Dx3I<M?pZ3Yqn^s=-Kf%B^51y6*jO55IL1<WE_kmn!_pj7cb%et}9K|GpppqS@6a
z0)E$naOAxMvKO-0WtUK`QH#3+EtPO$(Vh`=6u9h2a@h2Z`#PGDD%ctWZ}nz+&!gF?
z7>NtBh)AkCQYUkBZ!FtF*TE^+uCcR#l*`vG)0uKBdCcneL-hc20iG(6uf})hD$RV3
z;TzMvjVbA~<A`jK!eNk66}!a!YAG;52Bc($iw*yuQB&WQHqWjXYH9%%D-5^f3#<3b
zT<mu&`|1mF7Kh{|NJnyhDWEMdRbI6x4yiJv8`<(FSNcX!SGP|{^gS*?P(`6y<_%`Y
z32p4Re18aFeS1JXqH4upIAjHnb45RIYxcx4(fv5raYK3R%=AJfUW9gKJ~nu$!uCwR
zKwKF29o)#Zi|+ZZN?eIu;B-nEN8+h^i3#&+N7-5W1ty9TJn`dax24_0BNG;mibd`g
zuap6b6#fx88%lq5P`Qf_S@ZU3*=dZoEK_b@WpoUt)W?76<L>x9JB)%ISbykb7tYgM
zP%jK-Ok`{&61oxLLvmvbv&k1s-z(VrK%zXBwtx&m5ut@qZe52XOLQ|bY>1}=lqfgr
z#mdS6<BEddnRy?U*wz_tYL3+m&&e~E>oOzv9aRD|VpE1h8-v=O60(Y_e<VN*2rr1H
zNt_xL%LK2^0Z66>@>C7Y^~-mZ6GYRxwcXuIuwDW%TN=59ezp$@t>xLVg}kb=a%2Y=
zEXVWW{$B1qwTp8&U}D2~#3<>Sd}b2-s4WSlXPIUhvKg#*Pgcs%y~oS>j&%U(sWiNN
zKIKs-&+1mHiv7kTv>#eGc3DZ8Qc~^Zi%)}~`U02TO>8uaaZ!x8X%48Bnv?Z|<8khH
z7JJLx9i82%;x{XTXU#}K>kW_XJ^4CvZGHmECNUvLO#z8=2KI>xDLcE|hi@ke62ve^
z=UsG9ND*qJXbqIxy@~2R<DEyZXsu+Q&Q`Wmh7A|Rnz9hSdP90`3?WBKt4qrK06Vqd
z8kb*R%XN2NMRvX&9sTZVnDBQ^`eOz{lQn+u_gA92@T%Dog!o?Rbn@U6)w|F0u|Jk!
zb04{M#hB=NOj95}ea&62&P*1uGu;DYub`P9G#g3D!d-Hql;6_~>+WN0TMO-%(pAh(
z4?SS#hZqbG5j}YDwrrE{Uf&NRF$a1}YwMx0GQB;_LG13?0ps4XrJ-f_a=wMNb;L~s
zK+;!hL~^RNvX6I{^1gft24SKQupqMN$?8hY?r!eoVeT`SL=`=YfFHfu-8QF{DGrOX
z<9CA-6U93ts5-jr@e7w~P&^2Tz=1-=J377~nkm`s!T0Xb!ixRoH@%zk<CYA2$BdmC
za5(Rk4YoI#=&2fq$4%N#KF{+R-zKD=ayijcisP$ayZ^h9$>e5R^jHefW85vOyRYdK
zE~CJdu$BDS;3+}eQI0>U-U3|=z@q7U<tf5`+@KJ#j)5j+v?=A3l6gM26!`m-QB!Fu
zD)}kX7hsc^2g>P;>{Na~ZfqL*_*7OcWf&vIt=_GKc)C3U53g8$giml2YkSB0Yk8pJ
zX4!v^=SV;G!w5NCfXTs@OxwSfxhyaB?#_nb2nzmeTL^!@Q#@2+n$6iElB1HS%*nfv
z1*VLXi!1VGyzM;R@n)08nB#Bj7!jZ=5aBqv>LMlT?VEi~v-JJW)HTk`BX@3t?T_Ne
zPU(@J<u7!^S+Th$Ra$B3bJsOEh$`g$p$!;y9i5Eab!VxN+WpG$bZ6BJzpMG8TZgLf
z`#WsqouBEAel-&z9+RFixiDEp^Ti-8bKQVbXyV`365a1A+8|r<{bydfX`9z)p1zJT
zvwmwsjV}ksr~a^ON=Dtnz$ehlo)zuU0zT0bb0QA5N4eq$y>UqglX}SmDxQ*_N1b8I
zqv637n?DQSB3YJbvYecp%OaB_BPocLpXS{$`MNbO0kwzQT=_aR8nHrXxv#@{qdC}(
zr#U=v`RqU|M@u?a8CIij>|hw%6-DVdFKJYTPa2+_mnUOPNIsb6?s%me7xFsH&05To
zy_PUJukD~5sW5aiSlCUDj^6{og1rG>i--eGrQ<RpR+mI!MKfByQpNxiW;V(cA{r`j
ze2DG*Up->(@Qjv=BD%b@h{Bi;wLZ~ji!AF}`HsE``K!+s#--PPv2+l=_KK8eES}Lk
z-ev`KvWMcQn38ft>OV5XCJ-hQ?a@On^Uj~xJ`9?WvL7S6-VPM;+uxgr*6>0xSqt>A
z?=D(ZR*rV`_Pzj+<x9Y*O(M~$yUE=j%Q5g^A3Ef185o+#j#g$i#@_U4#<=Uov%M9q
zjPDOv(cev#`wq9xCU}TG>lhg9_b3O?tk#}fsDZ&&+27T)wM}4Hw%8kh)uj!R@$=|L
z7XHl>gx)h)2ozFV=i98%FHk0cI@(f)gl#a`B8sqse2#J}*s7LW`J~q?${UUs_O9kE
z|MqH$-o!A;+gJ|IrC&%U5`F^Ozu>=OuWRSB-0cMZz(rO!oml07WaFX&Q-kn6_OaC0
z`$0Jg?&mzMPXZgHk=R7QT5LxY_p9WxzsVHbb+|}3#NAPju=XV%ojnqprZ<x(!)`YI
zUyPhJuH@GYW}Wm)Ld+Y7Zn#EJ|EM=L`H-!#9}E^%&-n6PgB6F_*dV_x+z#+qSVp3W
zoRJcZh`-TBa1-qv8-gxP%>mpQfszt;)pp0iV6Ikn56m)Ud=4VA9etx>zSzey=GiZ)
z@y&5?zW$?b(K-z_6YFYFf@}ujNhXIjjl=}4nON_A=;EL4kS*IxSHbY$5fx8w8w*%%
zw^igjVyi%3zY|vW`}1p1Bz%mD{+Oc4a=gpc?eymeUkk6f)t24QtYPpjsGZS}(DFo<
z8mkz%7KL1qW3j__zW~gE`{B6a^jziff=MO(FZTr|0+NfvBd5#LGCUbuyAQD$&&``y
zu1_=#m09}th@W_tS?R@(-@>tV+#8ZzY^FYVF6}H^u7LexigW<l@-Oa6dSN4&+z;Ot
zlX3-{tAFt+_PS8N_Ck;JSZQ_(_PVpou5TlFsum^VUDuzuAI>~0@BGKUecc@%p8}*C
z0BzV`q}BMk{4Yts78DWXI5@`ovl31Ky{^UpoG!9)8j;}iTMc7ButH4m(K-s46a=-|
zsEF38%d!Y|fDgl7M)-d(l2++Y?JzL@&U3|q9)jeLj)be0bD9Lro(pwHZ+UqfXOFFY
z#r_RMp94xFE1twzVEY(P$NomnPS~0j`@>UqifE3yi&ua+8)G^+;r$tJi~u<fHunYk
zxLlk~Z{V7L{&^^PgI3QMi`uP93@mxernP(JQ9h2GDR9rUuOth4;^i^MuM^%0nlO<&
zijKjcn_3{v-v;2O9y}qP>A>;(l2gG^^!Kf}KBo%j`JK2y$Wd`5v(5y*|1DU;I&VCk
z?E`LZL0Dbyy-S+kYqd6v&(3~gD(CrgZFi27VR;F7BQv2=zUG5j?*X4wp)CA{S1CrI
zZSAX9ppb*jM^Gq2k2GAd3g*>~d?(Vn3^KS+Eltcqg~nQVfD6qbu15HrQZL-u9KLE5
ze8SOF^#2a@dVKZXetFCzBT03;)AWop>hXCWF&1-C`)V=c`Km7CmP%CMOdW1#K_n23
z5Z^;qb=zJ{cfMVS_7RaNb*QKWkS)X~mSiM5!M*mG$yC<z=t8-$!Tl4NaX?wf=yC|K
ztXDWQBN-qkse32ut37W(%Ja{p(nyWH_*Fs9Sup@oOR^$e@=fB|pl@<QLV5GDF~*|v
ze{4T%z$I@J(J}=(1aJLK(ywc-;Mn-_*VElqr?W1&n(N#mn9st9W@}r7-@0{athVO*
zw!fTC3uK)3JQ-uV!w*VnTcWwGErOTt<IY4xMOid>FIBBqY3=riOfB^*coqQ8x4aYg
z{@1^kG;^F-f+@53Y3CCHOxh8M(;}Dr1UajWw%vZzY*Ays+dQj)Xz%*Sl=$u{4e8rh
zQ)kisYVFpp)*C|>S}GNSsE61aGrM;8B^}SAnf}0Xk*&LTpiKwe%Rm~=Qjv9gW{wc4
zykWd)=Au<(iAWS+CSISC(_zgK^73nD=aZYJ@S>l2BBz?EEIn47KD>5+`uZngoOf-2
zy-AN!9zH)IA2iRzWDez)SHP*Da3>!^qU*R`NDGTY8&<Y~*Wk>5v6vX$((_C&kgUQI
zsC$zVF}lh8-agRpy9SRR<N852uB%`EB>RuoYT$yCtu0?h7~@xG)Fl3-DO9m6*5laC
zelB_YzTY(rG256AhZKemry^JE@l%fYYqKw8vl!W{%~wYzL8+i@{0$op6>5$zQgChl
zQx!k%kB3H$)<74Mjg6Lj&D07Q9>TUe221bFw6K2%u|4#;RB2&OR0SvSy4ZXcC541N
z!O#ti<`#P718niEZLEFutr>!w<GQ?dKv`#UxHBrx%F!D9>C4vt-s!X$xL{kYNLm0>
zISF>+sypbO?LP6MlDpLs%WhB+hL@IV)9}RZGU|~v*)!jk#j(rvOfUfgnxN#TFyV~a
z#I;FT712s{LKeP}HPvbU7Mo=LPiADyK;#780K?r<)6~oxe|M2?U9)EecUhv25j)`n
zN-)DJFUG(R4QAdx^LF{e{5^Z%BcXn{0n3yc&e9$Iwmv729|`zU)lekudbcKO=Ws1B
zMGjgXD_kHC8kueabkK^(A67J(zONSj(MK6Cpym0idpOV7Mgtq9j3rV3#^B`|IP)Y|
z%zhraak3uTQy~I87#iX8r4549fviZabYUPZa3^rZCj8Rp5Sw`FwJI2l8H?Xp>>i;e
z%u$CUk7O$N_edE=00ns#KK`cuV^_nkKD&RfTCmK>B)J19jAetwk6s5UOPqO}9rdbV
z^M0%se5qtl(eP`wX$@+<k#8(0Qvvn?Hc>mrr#p6brqVlhxkZYkLc>FX**`O009w@y
z4V%IB(oB}zv7NO8EScp~HDiGtN-;YKHKN3?3Lr<cGbpEh*f)C@B{QqPqpNBBiSa`h
zmGwnjrQNFv<u9v9sj3_QIQDidu)h4rv^Kl(%GG+kE+ZN5K*{3(K`%412UM>WuK>On
z$W(yks6NfZd1@CO#>P&8%*i3fxU6g)4<sfGw}sUR7`HsaijBZXo>Vt}EXp&c^~Q%v
zRjlBt<F}yCc*rE9d)L9=@~e3V_KF`=k_o@oMh<^|2$?w+00|}$6V*$_+NYmLQvteH
zE)%LBnY663b%!P?I}?QWG1r-2SHiId7fK8eEwzt$<=r2@V;+VW>-fdq_Hv}u#Gj@y
z`nB6vX&3hMZ8ic)nnvIFMe_HzZ#0V;vB4U^qht7Ian3fI9+oTMhC-jN;;?OPZ<h>B
z3@(FRO!P*0;}^{Y=i>*=9*3W!7ev;+(eY|Bvr0)YvNj=~U}*jlpCilqjbG%xy(YL!
z#D!}{4sHrVfmJd=(5Jb=xS@I3MLK9BxAy!-xdIe=1DCN7fyBQ#+LtW0dqgV%CQtOn
zkB(!hXR9sH&8fj`jjH2i_T2>uiF`lS^JY-EfFM=n#~uaP$@*BYr?t8*I?(jFXrwq@
zQ@C<;x$pW<@_so7LaE%9OCZ_DiWA&|uU7Hh_SLxaVhojzI%KyemCJDYM4W4y$eL*Z
zrEwu;aOU~FzqH-_pG~)OqfYxnef2+J`d`S4il@wOF%-6pV!YlG%clJ9%TwJ}3$a;I
z>sko)z(MI=rOi2yku-;~CV<D_y_*j`qrM~YDT3fs@eWFXKqTza;%slK$Svi!+ed4d
zH}J{*7zrn)YMwG3=D~St9QD)~{q(;Ovg!fu)=){Nq2uHc7q|ANC+uLtPrz|~W_d8X
zZLQd=w8TuOwuQ`kWKR2Yk!1=7<jq9o3C=7SdK^gd_9h@e6ds}I6a@&bb_3Espi~(P
zV(;IgI69<OKn#YZzKXFN+Tv4X<NINiFvo-}(k?X3LoZLf_TyLk4t7xFC+eUXDPwfA
z+ycyKz0ph`3wGIQ#0C5)q>^Qf>x%&Hja(QF`d(-%Y8@x*D8sh*v}B`aU4JKfhy{kV
z!Xxj7mwjtDz+zEIEHULg@FS{eS=lRV{a@r8s9sGpy{Gba+r@oGQKa}8i8X9;>j=N`
zWh>L|U4}w5;lcmbqKT@@LI!M7^r{UEIkj!Z!70`V#m3<&u;g}y9tP-Mk=sUSKK8aq
zrg^?(v{Oy3eev}Ctl(M}XL+ZjH<o?w{=Sokg(S>Q(=P!6bSM(uOw!B~`L%XG<rNvV
zOAva6q?PG6J|tAL*%*Zt4+5Qa0w@mM><;8&9cqjc2cDu}u#vL3cYICXBQQgWg??aS
ziDNR~a}x0t6u@TnHC#HIH{*mA7X=LpdBav=1`J}mOIk5oZ97B-EhoQG?)+ik?u-9_
z^<u4@wen}u22<$yz2km=xSvwy@1qlmOYyOD4uBT>_r)d*LvZ%bcb8$|s#zu$ks{Y&
zFB08~H6NIY7XW!Y@K*@hECr;4puj^Uz^xV5-DCO7W9gqDEP3UX#*U3)Uf*U84D%#k
zCXB!N6ww2x3u8HrDEYlDFX>+o=v)yPLetPQ47?^yD^ss`3OC{Wv87wyc{zY5&<puD
zU+YMn+8OYnl=}=Y3EUoq6C>_U-W_dQCw^*^4gmXID^#&tuLGIlFP=bXS`g3$)=^M>
z^S{(<#)00*xrW5pRdjok19lvZ0<}Au8CJLNv%#M2k?n9g%9^jELOG!BX&ps*4Nix%
zVLZi5A@Q#)qFT*BvugqO3e$S0?Nr9YHu~@1lDBs(p7-S<jI@p}3FqWy8f(F}|Na7J
z=@lsWV-RS6m*b^g`@JFFtnBPx0FQo~8%j#jS^=|V##=~msYX{zwEC<E3oeC#xe#yt
z{p$wgzso~o+so$<3x_Xhx7#AIOTk9j#mv}!U24`zz}PG5yTn$zQ+T6A*Rop5YD<1g
zoIdXactMi$fupW~FJ692Ue$xKAibbbc(3&Y)2mWOJPN}Z7-I~QkD(R32ow7I;t+K=
z-NaB~u_Bk|+hI^-!|+^sasU6mz&HXyN-IZ-Hb*^@h~bBd?%rub#R>Z@t(Dge6?(cC
zp6_Pf#TF{Z-{2HH0GyjI4)&Azb%R871}xwlmNBiV^mtI|-zZKb*~0IrOG-;dir(YX
z_iM3Pc=~|1Kc>YNiBJ=su6Vtqi!HqY!m(W8gI}}=(9eIc4jB!Kl?rq)mh*JLkTwN<
zN8V>>Z9=>y4U&D(yA<s#3hrr(x=`$WQBTPjJ8i)L78i8<qZZciad#RCsHIxFW|dnZ
z-jXV#nZmd?A|{B5I}=xev<qpi3kLYvBCy5C5x$r0K08*edBKc6BvfN>_YoogqXoz}
z7vi08Zdq_JhJJJD|LEf!T->-n;Lx>P@uDI$850AlJ;4p`XD1O$CmTXkuN3(;A2&Ro
z?gQ%r-oOShTJmg|g&^o-!0Yp%zP*}(O6?SM-7m?>y9cP&)y{eK*Li?8Xe2lXc}h8R
z32ZV!P^!^~l)d{whzK*7xrm54HS7lc2BQDP`P%F%lRyaxNeisk;+{UdWixe1JEszq
zb`bOQ)F2gSq0)9hjPNCaKq}8lQbf!a)B6B?wA3*PEv%HWgjkRv#D|1rtUCa4Z=woJ
zO0!|9>z`Ng3$MHTisV*`H^{PYcdh~RguI;C?LRC2*<&O#C?uB?@b-XGC>5r8DRCY@
z@mtDON$k-rvj_nA_8I;e^hiThHR)(41Z9mxpxQa6z{$+RNH|p}RothG%a?H_mzVoK
zNHpOT`U{dqcU*rWB>3>B+1@hum{mCsh;!ur4;Q08zhpC#DwQo|ro&A8FhDmGF$Ti>
zsO#bXWXLT=B*Ii)Pj4#>XY$*I6MR;xu40pkp<SW#I+TCy#FxNKwKh-bwfoaROrdPw
z&kDpT+UBuKr~;DIaGqf7DACD&Waz1Lhq&{tka7eD!JAuIIfV5`>cSr1HJw&#mSj-2
z3hjt<kPd9E)<y>kL_SM!U$<kv|E2;=eB=#;N+5!Cshfw5PQj@!Xxg~i5YKDzSCuSJ
zSUg$&u*np&Dm-}nZ^X1F#-G;#^i7MGBBi#iQtSe1VwJC_EXLIF0Y{jSi<kWi_cLj$
z1d%KBuy|8ir$E7{L~KO>h+vLJ%tQMgal|;!3+Bz2aoq85UIaugE1D22D?f4GeYZqr
zKglH98mD}7gDDH8%<In}(1Km`Txfz%qp)VbOj&r2r8`boCsj5I3BMLf1B4}(tJA*l
zV0!x2R3d!eSlT6*Fbi83c&_snu|BRO%+h>DiWw5RG+A|H-Y%YiXl-5?ULs~B$LqR^
zx^;Xq6=H`Zby5daWf9g`ybm)iryqGi0b@x!ZACi9RFpT8zuq64%YwEKs>rTd)cbq=
z4D-fC_945^Oy$|&I%{D&T0O-W30m`a@!@B7MX$glQT{9CiRJR$z>!HSF?;v)(b?|p
z%oW(ua$6A1>tZuJFU^J65MemFT@*J^(xP~!*zD?U0oD>2@7Qcu%XC6@^;<yWR=^2f
z(I{{L)~mZU&cV|Dy%lbtm!o2gfSl`^M)t)~A}v<LAYeED`s%g$Dli$(XP&sX7|(CX
z^#(P@gL!Z;E~-t?M&o)ZYLwKV)~LJ!e<wc5RI=$i746q&&zyOTbXFc#L_@RW5^vS~
zB@BQ4a_jxP+4Z;)WD0D2yQ2Ef``V*1G4n7`ut9XS(@lR9zC%Y$?n^@H8~hzFI1D$$
z!O};{i&9QB*WD^?zgl{XoYwq8zhYK-zZ)>T*<b!KybL%puTz{bpUrw1CggDPesMu`
zD-6o>lrQn`%L-r^i1;#S6MNT)r!V=FQc}Idug=W6qXL?ADzF=#vdEe^AeKDFOcT$o
zqb^n4{+?X7Zx8@B+)_hx^JD-~>F-AN8Rk9ypRuIg6g#YAUHN2q-nDi=)SHU(a;fe>
zd)Z~a8>lgAnzz0BU=ES5Fqzjv&a8@7!@>5asuTIorv0DLQGUNODfAF(*1Cry`Q#(?
zJ6Y_*lg7_W*=2%@4n%S(+EO1K;B;6ljwg2o*pHUul>1i$&of3WA(NB40!kX2Ox_<r
zV3Fh4s6DA^3E5b{Qd1D$kL7K;<IzJpIof}FZRCwhbjHkh)%PZinx9TWMY-XUxB4}z
zn?3_F>Dv!y2Lx3Xe)ZiSTVtQP0%%?WuUzl!=}}cs$OXZO*#9z7OH~F?AY=8oT?-@K
zgwqA5r%Z5%(FWMjpBnr5@8ruqw6*rgn{2lNnI}RAov%B5c-9yRP3!Z4=cqvKG@wNf
zo*=UJnJ#2S8foGxBJ48cx{=?P;JP1yRguy-JqHe99rYtTTz3`5-S0!W^&FJ%D!Lvx
zsMr^0z%!+*_;CGcS6GCR&SAr)V+#xavX1B@CazWFNAz69-wcW39l-bxCH&}`{2f5~
z{n3r9I_}%5i@q`yvtc73ICp6mYFx4ReF`JKMA(hf2spG{AmBC%k$ok^JIrrfqbb-&
zPh}HQ*VzSs;+LG1gwf8k^bH=*x1@ca_A#|QBJ!HW_)nL=W$?Q;ZCI3_EM@G~XK`;>
zaJ;kN#5gbhI!^P{XG$?duNcS5hNq{Rir8K@cwVVGyvp7Nd5?_;Y(`VJMCpi6M}uy?
z>fRrIg{J>n5C-N6fjD_G2c^tn{l%%zoT5*(cS#@XE~O+ouq!WJP~OOM6}v)FU}V!T
z&KsiEs8~pSaB2juft{)BjW)`fl#lbf`z%jG<MZcy2F5MZ$(U*i<3&`LHL0ZA%~v6D
zm}rc+1jmS@pZYw>Hl-S{5p$nSW-6nxQhwbZFRRAiI1ya*`Q23dFK+)-3#FA@;$X>{
zZ6QP0^CUm4pY$GA?kmkUrt*jvwo4pn=UC77IP0MD;BK^#e9v8R<fJ5$16b2gZ)_=Z
zzROt|2ne4HWZXL6xRF-g{eiIT6$VhsI8kNgc(<Ux`b8{ZV}G{S3Up7Q0uKt@)JY7F
z2f-ECNO&Y<25yIxikX74O4U3s?{Z`vb5vSRKO>H?lm7ru47vMpgo)_3n|ChG@7anl
zsnVCrfCZQP0xG8ps`~3q#el6&&_+5i{MtG2B!&rfu3?o`f4?N(uPruf|Me5{rK!4r
z_1crCKs=Cyt?_VaSp&f#*rzMnJGLv~xX?|Egte=lX<ShV*s#Et*Uh`Fe|Pf#TngBP
z85an@UjDrc1KFAD`BG%`8I^X4T6G?8jxihiS_TF`$J753)G5z_f-r*Xp(W_J_(yz0
z@>Ktkj)JST@iB{B!*0yl*h-_GwXiaBV^WqQ(Jf@s$+!{#aR@5a+uJ7qDYjSI(Ujk{
zrKq|I%s-O)CCC4g)UTt1(=Ux-tAP{^Y4Uh~O|j;n7L65dfeJjRx&R1v8^CxAD=Ux#
zL2_SS@?~M`>Y!3RxTcC7*UQZRa9n=}*{-3hn`M=l5B4oclDMt2bC~s<PX_?o{x?x#
z={5T~gG-qqTAGo)YyIH;Or2PLK0YKD6J=<S0q8Y#WioeV?1h{NFP{9J2=Fso)3;-i
zC6K;+eg;})uic9-SjQ;X|MtJ=2O3lm)xbMAfg}cG8W0gJDFI@^+YxcRGz(xf_DW-H
zf5{u{kCMLapa8`lD})2_KiY14Q8gP(y$dKnMEk7}>Mwv!y~{2VoBtl_pQ2Xr$Y~Gv
z%lg5G{x`~`p#Nu-T51E+4n&X_jRt705w;^6SV$}cvNE1QBfl%?t=5pgfl2^;qyjb%
zrh?d#aX+|VTsH_^Hm5SHfN+miP^f%4_sz;)JBQ`&BBP;P%|rpn&t4M#Tbmmly$gwC
zUOFDYAZ|fkrZjWg{yleFIsDyS6V$b%qrR;io?Vi!B=h>CFr3Klb@K}Aq}suR-B%W;
zX?7rTt^sTl+3<7&NF_*k#;;|egFL6wC{vLZk{4I3qr&-P^oqZQW3ZIYw0VC11nFaw
z_TIUR;(i^Y$Kxm4Ko1br<)-g>J^((ptXDC)ZvN0MIgkQqshfP)bW0p^v6Wqo+;TJE
zZ)4Tzn$DG@45AgWE$Vy2sLVi=0&mT-L*-KDPYuqLPRHuGxy=LGenrdY9lv=^>OaS~
zfoU<HpNr}p0QGbXPm@OM!=c4W+S)$<y0NA;)&3S1*IhsfsW=~@N=h9t4}ow!Q14oG
zs-4N|EYMk(w~mOvh`;FAQ0^PE8mCsj0#$H~FARK}Ib%+|*tT0RTO&UeTmD%terRz1
z8#jn$a$rsMWoUeS`dtZDFk;(-ZDUjOwUE<V!mrmwxD?dLn1Fh_jZZvLWgv4SS&E#w
z08qV;v4!r#-*~{97ahz&&qj<4X1~yJuOUSPwjrb@;HF*aZDEVd3*72$eVD^1p-?AU
zS~8w4_jUVy2Zjd+atM>kBBY-Wd2ri&dlC;@Q45Wq8~C>Maf~VU!GbU|pLr4xJ?ZCg
zp4FUAf7eBdPlMbTtB5RcokFL%6IwL$t)C$8(vjx;{3-tx$OKYad`;w4rKAF4VjWHy
zD>Ht+0NuPfh3_=&j7u0|bO%TJ(&p!rmMs{E#u(JClu{XD9lD4JK5iemiJ*D!wGAcm
zc<KVN*WX(Eb}*<#KX)$dhp)E^l>f{rwF}cd<nybjLiBLKR=$ASWnWu;fofW#Ql&Z>
zsRsBWt8VJlw@1v=6Nn1qz8%~{AU~B#V(EFd?$t_DL;3H_kB|qo<o3sbTd>z1eBfO%
zV-Gqub*o(eETzMae}q{_%{aSi?!O1VzWGV)$Od0!<VU^?yWiemMWP1qhx_#j$eptX
z&}(ny_%8zQCQ-V@uk*2mK*2X1d`gM6e#M7rOQl*<eR;@rSI{U~qi-4yGoVeVx$u;6
zuq(+6v}=%m48MONTyt!|suVBU2#CV^@F&-C+0@kScXCto-e2@q7Zk`}VY#Ro?(ff8
zUUn((G%FX(EnjszZA(oACx^n;%CypfrsmHpjir3O%vXpNb*8QAmW*pd!veRHQ<ydL
zF)7H6Gs%VchmX&Wn=ho4ep=^-4;<>L83$Nc#MkY|tX;9NaM+&_0z#@wxHFy`!)T%0
z+S=^3B43js^!E_KwfFZ#L=?cfg@w$$&i$ossTujsG}9F5&_GaKUA+gItAPQLymxR=
z;^yg51AVc@B_-;UWlx<eg*iEU)Qlb%fL8~TAE|(57EW$%bs#kat#c1|j3dG$(hW(O
z`w9eq<Yp>J^r4!Lk{~BMuz2P`b{JDSCAmL{bNe5-bC~ov5$R5JEX8KC>_UDjJOmKi
z(Az?Db=w!UfQ)}Le(#|h1og3iBxa@dL>a{%;+C=m4tBt*X5IH~Co37VQ;V{t55#uE
z5}dabx*yr{irJ&vMMR|70I{7|fLx@Aciju;<mnptM)dK93a%GvxM97fa3+u>l)1Y$
z^(@RhVeJogRZK2WmEi_+1y1l4!R5+Ff(RQ4d?4rU1VUF=1CF6EX$dZPt)zrB$gHeP
z@3t)YY8aa9dki-$(OX!UTgb|`l@;RQc)#=hTX=YS)t$ztYZ?>RC6+GUY3u5SZcTmk
z*y$#~D%uEH9%)~kqEA5ND{{a`fA#EjKLQG#nSMdo_CizH?-M26Eq6Dmyd!5}&U^1!
zQn;2v3*Y*AlD#%PQa3=Mw#Gn3h_j9S!tp3r!n1gci3_ZSf%W)Kz?bcBQLX0$kmPUo
z?RJJB2Kc%Iz1M<`DFHUZ-2%>ARb{{o`*EF7?wY6khlf_#FTQ_Ni3e2pBt=$%mOTH|
z1JmN)zeT|&4W;n|GcXQePHiG%Oa>=AXpoC;hM9C9S8}F|#9iL7FgG8P3h_+wQQ<)q
zW&{s4dL}$+RSMZWa;rKDkzEYrV!>L+{)vtRmIqYfcQpHwIW{IE_;CI5s1-(+E8B{r
zU>Vrwxr!`@-Dh5ktntxb?GtZufatT#mqHhC8w`x+jPsy*V`}tn$Alnf%))$8^(oWU
ztLF!kA2b$Ifx2d9+t?vFirLN~US0oNW^wW61$q$m&Nkj#|ElgMwfq9=kOECFEzyfp
z+Og_vnS=9{n{P}_r4zhL-*?8p%T1C>m~`H9blc>EAeJ2<2|8Z;j%7<Wnf~s0a$Je-
zwaV<WAViR|rS2|jrUb=e8Klr>KhXjduR3ksS^#_{Wn@%ve%Si4%%ocrv=;|(^70N{
zqGd{IeDW|TGX;22Yr>KG0r#nPE7QYg<lK*>g@xTzW&}rdbgK5YQ|-qRujN#*X-P1?
zm~oJYLT&c0bmtUW_V2G<5vf`|%M_X3kC71++_+5j@L}0v>)z1uLfxbq+$x-bAyxyx
zF<;;L_=ftb<J*FRLhTDXAUbn$b(TNSr-R)#U$C8Z%EE&KHJyj&hnv|zId<uSsPpLT
zl8Dp=DEf+Az}I)=-H+`jk96PL6%RGo^kyXeutH~(F%yI5PL3BD8%<29K-n`OGa6(M
z;Xz4QizT?a(`Nujd%)}YtjX6NeVQ9=k7NRjddsqg9%!syXyd@8|Bp_o!?MsFTb}$o
zd-iMnk0s94^BeH0fEE;jY|LDhQeiZId7SnaFHkSaC*H?RIxmRCJB+!<z{;MfWor7Y
z1>(JPS)b!YfX0`V(2u^04I(O<20U=_>U+FGdX8P+bJWfcLkk|Auw7y8!vN`mBz9ZE
z22!hW%}lEgE*e@wS-{@Q5K6@O%j$;cv}0crV0z{3ueHb1z}w1x5?m!EaP-)C=~2zT
z7?u0=s~fP7wbM$_g9LgTveTq$i|vXdB5namVz!iR0+=QZ^|;LHiN0RomR%Yi;^Rw@
z)07lBcfZJno2(Z<p4CVxe8FHl%fofdNht<M-#~FllCH(G1lKG8$pd^)jtlgi>6)H7
zq+nxRx?U97*biGI7MpwB83Yx=&lJWj$7h#97U#5TRl(BLa9!jH8JyJsf&6a=9mtFH
zN3ZyqptZgP#`D52M*Ph1xQX>PfNSr8geC|*X;7fI;UaqyJg#(rc?kEpWRFt33PMHI
zPDl3f-Ww9Zjo(d!bwY`!WJzb<4M`8Ja)#!)1wp@*W~|V~!UA_0n5U~*1!!P?Ir-+K
zNb?6G917=Oae>ibgS)(ZEojNdjvRpAFXz-U_qe&Adps^6CV4+@&-b=4Gx1nGe4mjn
zstl^<E}uFN*36$wVSE?YF@H$9Ga4naylt5<fUpbhvp%axB!RrNKr57vJ69zw;irF!
zck|TbWY9$StuxaLPkyMz(qG)57%Rqspy|HHgk=36NhCCZ@gMK5rzO-p!{Y4F$Hm2N
zu%$Gyy#T|&!D{EiMbL#kfCczsE{7PND+Ct@GsGCT6Fr6pIr<l;D@2?;^LTu!VRcd;
ztP|Y>mFrF^G208N>XSiJrjUb%-gwp!kOyL_taQtHlE5(!rRHiu58q|KfLp1>+LaW$
zfohi=5cy`?W!?aJbRIzc0`_L)f1S$T;A}drsw$(61INn`z7s_YbQ7t$^DOHQcjbyr
z4Njksi&uf5KTgEC2O4F_Am~TY?m!uX*cb8*yvDyRQ(mQ84Srl@2L?b}hS&B8j-;_X
zBfvKIhCcf})Bt5KErk2!Sn3ew=U`I8*j-RBh@j~&{ryk6<6SGTIV*@mnLxE(fK~mS
zx}B4ZD+NRqpn@)()bNfSQ4;ei#&&NR7W=cc%TJH)#6LK&#n{fNBi7VcLFoCK1={p-
zHLXyNQ||^lH1x32$b5qmX~A*ExgGh2Bz0i;lUJFCQvD3)YG4*4eJq?Ss(Hmdzc}wH
z7JBk#jIZE?3hU~9jM;1D5PU7?7=OG{19S}Xp!ouEHZ|3k(JfeY5=s3nJ|4)20ZQ|}
zm6$ig>sg7l{e<QV2xL}lR@M7s=$MCAfmq+jltoinjXVXA&P$z&lmI|j9;{Zc?i^nF
zMlasu0tqIG5DJ~awvHgzV+x`S&!2I`+lOQ*F{Wm#<sSC=+&p<T>e5{|hu8zL`^YXt
zJ?g%<^-@}OtRcErRKG5MCwe``HSd|i<xJcq@Ek2}-D3NE@v~JzZtw_t0GO~50O-1x
zL5h96$2A~6dy<<{t^Vs5C<U#=`1+cN3*bmTGdD9E-sttz#>%8+Sp~<|-iJN~F}!Lz
zB*b!pC8BCE?hMQV1U=gA7Ge~5DXCT735oiPU`<+%u`@Cs-FIE=?_x_!JLgPJ0?ZBO
zf%r9@Z3j5QBuJ<>IaUmG36a6fK9fCq`2(9vDJ6Q8_dGK8zOBTt=%8c1F}@*WG09z+
zTfqlNK!?vR4hMi_r%LnO=!tQi>_r^Ug_t!=WN$mNwOvlDiisf*+uJpDna!UYt143l
z(SLX`tj4~1hTXnhnvhdSXnc)IEHh0C2T%fc=UQ3uU>Dx9yU3k=^x@V-Yv;|CVZvRc
zglGmy&!o!iLEgXM?=$?8i?yFndpejD467fUABO-6dXQnXX^&1g;XrKZeg0c@^XF?<
z;f@Q80CxxTIB#nKWO9`#EH*q}i4_jYa3KD@d2<9(Xjil4LC&*T)^{tDAn`a_U`=|F
z>QV{U9n-0C$eo|st^%z<f-9$ZLzyYz<F~F8`K}EsMJ2i?{dHyMTR>s0k*`ytvGdMJ
zL+|I{GA&Rt*Xf^;L_}_TzE*zy=4fza1f2K-O}B9*=AnizcDxG`Jp)}1=1=w%x7#x<
z5pxLM<(3QKFP^zT_xx%&p9J*#1q0g0>DoV*+D8a<rk?FHgQb#eu`s`N8Cb6Bz?U+;
z37!Tq>80_A)a=S%Aiw^1@)!05Eu~ls`=%>};FyCcRM+=#jTa5`A^XQ$nHKPi19Tbp
z^TL2$j3M5MBLcLFj<$Ue+g&Ij8w`{f2&0q}l(5PgK4ml*h~zGdao+mC@PpCQS2j28
zrs3Wmz|KxnP2{}8B)lH!o*4J9|C*fTciYqy_PR(67bo>Hb1R|?#ULnqK3rwk49nX9
z>kIhDGB+~5b4v~26>nR+?-dvkKc~h=_pMh}76_NC3&0ldd^EuTK;xtqkoDvi!1MvL
zG%Sd&&MGc`g)Oq$$9`$Ry7U(7JBw~|Jp@WPT;P=%dAWjjfDGAc^5_Cnn%c$gkN-H>
zeO!Z|Kt5@GKF)Z&KOR)I>5V5~ag+IraYWR?#VB%PGb^V#X!adde>hR-Cm#5>Ng8|-
z@QhVT9PppkuP4;%ebP^_spA(tZAd4%_9aMKODp~JC7Mh3?x^B>+g}bhSU6}s|4k-!
z|AG8%VYS-Cg;BpQv4w<_^{Pkhe`*iZRdscLF3~~H^Sp6mGgL0h8ymTn%8tsnk!a{u
z$*6#FPi99aSD!a6;oV2kp8F7Vn8GYVzS6=N8yk${#J#Q#R@lq%k;`CCjNrWtV+beL
zBH~WGXnaBQA>F_W@EVCZ$Z48Cfp>$A>Zi+I4(DC-B!|^Ud4#O`=?c90nXc=VPmGMt
zk-0xI<H}6#nm3rNjkzn%${=1KhY^ah-ce?g6;&A_waSj??q%1+hYTZ(?-Jro-sa#i
z+%Xu>E36wWM3LL0rdW{;_BRu0>96LjGC91$pN>~mD-keRWdJ?Zs_rMH_n8T=-eG5#
zB^N&~uwL{CBbXR$u?O(%IYHf-iz0c@hBb^}y3AV%#3KmmSnf-HkOR*wUZRtfR8ahk
z@>c^gdhmi!n(3cAw_~V4jeb)sUk^Q8{HAHJ)Et5FI8n_vIQvLU{5HebIemARsoVL@
z$94KTRd}IU9(v(Qa{cEW0V{2#3p%?RnREA`9_<H8tvD}DXEVgA5N)pn-%=C`MNK6u
zM+x#VxAQhX_2Xg}YqckZ9`*LHUJUjbbqZMP3lRt6+&;4T;)^-(l?hr@`~Wg~iO|^C
z!oKG$wS+W&*t>$<CVhkIa`n)+v5S!}Q>M)<5@rDd)@t)nkXr$TGWt7?Z)1XJ{k-x?
zhUBg;{VVjvPZ=McTEo7g+qyc2xJc>-naQiOA97o)<X>tUtdw#eD4PDoV;!1BZ(N9m
zs|_#ij*<@8dU-kSMr$01Rj4vPJTJIfNUl|wz^y2|&6R9)y`!s35L9A&ik#YoT#n{~
zT--<b%HF={v}aOJ;vOe6>-uxB+t}q%m9};%V-{G+eV~_sYvjs&2Sz3M4BP&@=^QJx
zF%Y38aGx3PvKf&^D&qIk7+|PS{S|X_;V*AEfHO|ddVl-~Fa{yFu068$;yl!s+!H?K
z;aYEh&-nfOoieju*DxNv#6yL88eFtj)DCia1ei(0f2SP##|ZBeV8r&AzXW<+cXqxM
zBjj0fTl6%cC1@#w<9t#oj50aH_$WSl(Pr+?A8=35*R<W;x0s9iXLIv^R?3b(US(u7
zf>CkyG3M5xQ|9!_+|DV63g}H?0J&^>#Y>!LYvx;G9i;481|Ap;^v0-U^jl0!dNiGN
zBY|R$4kqPYEy)DqB^+q;mif}?YO^+3-gu_`*LzkO6>(~99@ge9Od+(0f|7f0YCPme
z4F}XLaUlwN`kbv<<jU%(;;ma&{ketK!_oZkA(*7~wf0`#zK(;RmP3Rh_Iei%x@Ark
zU}_Xwy~!<9B_2O$nMkS=+X^;_bt(DHwKM3HlmgCT<QLoe<Hum5pvP?p>#}F6y9O>l
zIQVveACeUDJOzE6rwS^HOUXZ1>uH~F?~n-WeGj=x&0OGYXZ_+ig+v_=G|lVqR%Q6=
z+ZLQh(*D2}A@Q}$#E`5voil6QAZ=uW<exrP*Tvc)Z?Z*cFpCP-B%q4x++upD7ozyh
z;Y=hS)_d-XYK|5C4n~HfsYjo6)YdO%3*ta`XlQA(+rtad*=kEJGd@?IJsV5&V_7Z;
z;K{Lu=~n(2ee2?g3DK>!h_zlHea1ygrj`DzA;Y+#RWLg-DYNy=QMTnsWmoM<gxNqC
zRHym;<p9@CZ6DT^xOlIqyNP-(bm(bof9{DhYSn>EK!Zw9?YT=`BscTz03Qr3p1g(b
zPnPHk8KDE~^je{xe9Ry!IE{ozoMnS()o4#zpSz`p-Omq8_f{PL$Jq*9%Cte`191d6
zo0N-8@T=6j{F(xWT#FH=28Jh7xX`rT@7YvAD_s?(*kQGRYwoFpEZW&;Co12A=U%Y7
zS1FWF6sc$SzFq`gXMa+^PeV7uPdlv8_h8m_aXouu@ejTD23|*J!$(v5lg&3d2HfD`
z4K7@lT8OC_8IxDzM8V48-^mqJ0Ih&O-`j2Pjh!~o(BXBR<7EoG9b|M_{9sK34tCfC
z?P--?0!hJQY+9V&#+s+N)%Z^-i>Y(m0e&wpT6)Ty-9RRAG02OtzrW;75fGIIG{%$W
zk7vg3l$}+aX-mK1v~ZMioR8S6N=VQfR1SlnZ|Xq|*Ti-d4aJTZ5iU#VK@1Y-%(pl)
zqk}bWuLy0R>P4a~HqO;_#XUc-Gq`+jd?E#mlhs0B$e`r*L>AUKgX5n)U?$uY>5P0g
zG^=)=zK~EOk7sRe2~(CNA}>t)XPNj(ybm{qK8r-HBp?g>Fph@SFfz`OjKcjT6bIV;
zd<SnZ$60B>79^I!atfW1zo^VXRNv$L4*U|_BREbX!P`6Sx%D7U^%I-tp-X_m2jOH%
z_)Bm~v$p2`oBH3iJnM+$-yNTV?U)qY)*~qtbT#jB#^$b+<lcbl$A_}jbnNCQ^4w39
zE#|vaXc!p_Y-g)-UG}sGP!s!m<(`Yb(6!IUHOtBl(;L17lRaQ2!bw71+KM?b<HbDK
zW3CaX4B^Sr8MVJzzmT3`vXtyMrRJxwV!rfy{A#o5@>L$u>aXud{3#_bf!_K7wSkNL
z(^K4hZ4bX2H!9u;_1)7glAhX-8!mP(zbhK(c@7LPmsx}?_e}uS%M3y`K4Ul8lAj)~
zl2M4aFJV9uZCWy_C=14J{UgKVt}o+MXI`mvV+wI_u=L{-^sluai+Oi+m`r!RfG5|l
zL`7tx@t~wTR~T>K!EVxPu$;SU!`U)H+CeNBjjb(IM(WiSzxehTk$2$?LW+IWqj)r?
z{(NAJ83y^BE{JCm7>P46u?Mw&Jb6(sVN}y49-|0#wTyy+Z>_Fb8Vc4H0>57QKR1yn
z0C60*Sw(^sMXi!IfJbis0z5}GCio+9WRzBtyh^@We2lHj(dhZ#t>OJoy9J}Nx4(K%
zytuw$4<?x|87`d4$H5zm3C5YexI{>JSE5ex`t^p4R4`7C{(d_e>Tc!0$rgM6-od@Q
ze7F#&?m&j1faiJsSkdf{+sbZQL5v*B=O=}#`ub^0W}ZiL<;F4brH=)3ep&3RxkpU@
zl2$mZi}5eg<;$;I|9)JMG2vLIYoOhPUA1cPaKz)cXV%=u3lutc(ipEYFr<|3VuR*k
zB|uOHF6OBYXD;d_w4^WQIwp5Y2sm55e<Kw;Y!hLCEmFa!&R+es&PyXlvx!w_`wB{}
zP&Lafu$MuHc~c%D85y*8P59H?RKJbwmlb_;ZZ$^-18q^9oI<arB8>?DalqHrMzaf3
z`5tcGj6!ng@>?tjNs%tM?2MEUFzK=ow2sR<Sw}ttdntWqspEybSXAj_RG3lBxi<Mw
zo;82ur5{>?JkJ6$rc&y}iezSe;n~6YJYWqsiF8JtT~@csat!Nou642IB_**9gy9;f
zt4D)a0&a7<m5dpd>c{G=a`w(TmEX83CKwOTVM8ogHt{s-eCsgCVl1s{=@A4ad8g@?
z&@gs>41l!mU=Pr%=SWX`-SKM1-^WWxUh(sA5p_0pAvfRC(+htAj%P$1;L=0v8f-lG
zV%<)^*ZxD_?jG0z28)c{LFc&P_)q4+PedD8)|ed7k)Qi5TH7}99TO}rWmKN=TcTl-
zym6r>2ByKeItIiTsZC{0#}H=ck4Q&bl{y9{AOMDD;dddLyG1>TiY7$n*kuxA%uZiO
zOZya2vwOV<8*{1KQTg#fYaKW$)gwm@S-d32H$89#S!Q!|joZm6G)I&Fzzd5Mi|#+L
zyLwGoki>@26I*1T4u9xgBnvOFcnd<l2r!@JKiT$w<0eT%!|Lht1Y(ka{lWm)`rEGB
ziG@{BtqE@8$eXdVdkShY_bjyJw9xoaQgzuoL#=>om;&I)mfL^Iax}SR$i+vb1uec!
zS$~!d$+YO<VzeKQNhcz=AM&|E-MOag#qm_;lSM<Rp8dt{0pg*cf)E_j1&ou+YAPY`
zd+)id-NLR`_j@<i$L$(9G+oMpkm&k!!+^_bk!Q97x<&W=*v4V<%5!;=hn7>UnWb+h
zt%&n!USY9ImL$@FStH<@AXslV+<#`77R2a@{zQb14#ufhe&rVU-+jDZN#M<b_L$w?
z*pTfzI<62)8X+|1)h!6R4W1yYcX7J#^6V5S_mBR_7Hi)SaIx1KDqvnHvW$bp7gX*%
zynED3BWCX@RA#2zWNe8y$9+%W=}tn0eE5P#9<^!zZn+*TIvC$6;sAY~g<w6;`$gh=
zhm#ZF6q*mc(vZ`aZj%9TAH$UZC07AE6V{>ZruBdicQ}L$$yIc6O=z{yt4r<xU_%hW
z+o`a;hxseu_76Y3900$8y!t`D(lKC(!>cC7ugRgDjzxHoJ^&RN?BHdmn)z<a<smIX
zkd*Qc1k$rwHhywMY)&uT&vypvKyN2LG}6A2ZP**Bd%FFSIB-+`dP9SYi5q!(nu+<m
z1Ufbt&nalM*Yod+o^yS?!{<^IN&!G^hxJr#c$HNfl{8qsrT%2FIS=})nKQWb67Q{z
zK5-=9c#T~IzSk$@?G{5hkxO)5Dlf4(7dniS^6SZZSceZ)E0^Je>;|f*rJ;HL>gmxB
z>qN~}IuR~h$ZbfPRzpj*UvdrOs#;>|SpXb3h<-rh3PUrpM#jY@c%Jv{nO>bl7Ru2u
zy?wUuZfmpTukVk3b8??dy9RmA8^#E3$@t*!Fj?Ve#KpNOx&0ACRFo$8PB{24J+i@0
z`ZwvvACwAfk9}%S)|2MD)(c|<oj2bn9h;+HD1AQ)GZ7or3u3q#9Sk4^DGULF6A|%)
zZAtvYzr3X9fAbQX=iK}<9LmMiV7e!H?tEq@d@g>66BjzwNtGc2a8J*Ey579z@HfF5
z(*^UcXzQxY#^zVO?I1V#eO0f_V}~V(0i`p$v7&4H;REsgJQa~!>cPWP8P%z2bq5-+
zowAnXBz>N#^bVhq7xZI1k^1o>Agdy@{(&;WfBvlQ%t6sJu~->ki`-uU?}V5M3Gz?=
z(AMnrkn4UG(2g9rjE&G<k3m{MOp+dXsUo0`8!W-5Fg71qT{ylfY?3WH6NeuDw(tes
zYFlvTrnN#7OpBNp6~ytp#-b@dI_k`#*W3THIPb*t5woNEqbb`i+xW(<lwc9$Z3sHA
z*K9%Vb!@Y&Sujtg!b_|Z=Zo(xR<Ng>ou)V_+_RY2Vp!Lwg}fx67aC}EC%Bh<4OiQ3
zBw>7AX0lX!QlP#vTy_x?9v)jb$5l5_rQ%@zXN|e+J&G^UGxSsXWSX6U9(mWjA^rc}
zl+kdI7CenJQVzrK95Ju5mf2Ahmcf2>OTmw$$Jq*V{5pHSN;lJ{I%~G4fF2;?_C9y=
zf<fc(0<C~~5C`t^D-8J;CnU_h53XrE3T|a?U0Zl$&=kMo!mbe4v_aMjJ7P`?uM9T+
z6(myd&Odf~HwNnXKWx1PSd?AYHazN$D2P~uNLWaN2#9njATe~ONHc`U&{8U(q=JOR
zkV6bHbeAHaARr9P&><?_3=Q+|3-9Ou-tT)}kK;NHQ3m$4_g;0bbFHPOs@nLcvDnmS
zD_Om-^HglYS6;Ee4(l>I_rB99k}>J5imzxcJ#}Y$u51#Liajs7E7JAt|E&1LmBQQG
zl_Dq`DZ-Gi^Vam}$R8H&SSG*w${a^FoHni|g<20x`(11Z=Pc{|BrtdAbOeAed-bn#
zpyhBs2}J%^E?@Q=*VkYvt=^kN=kkN@$s0ler5u<8^$*ckZZ1+r7B!xRHJknZ^@mH4
zJF9;t{<p;NfM~r!ov!wYl3bA@iZ`vX7nf#ewuON7VL^0?z!xMT4?HoZzC_9{)Zs_a
zgfn-VW6qHH>HHYJDMgouxoGmq1TUYG9Nn2PE*jCK1$!os#^CMw{_G-7qoUq7?YfBN
z%m!_&E)DMefszK<=buVJ-C*n6Q?P4h{>&ozCDVl2p^v^gO@8%r4_I}L&-S{gx{y86
zYkdSfHD5<1JLY9=?ZDz{&2%x>Fs@s}JzUEO7|lXHb_=nU+=C>1?e_NkDU?0koK~<X
z9+7l_5;ZY2yUaXm4Q7M?&);^U8Y{S6Nz=`t<TB&poaE1ek=8fP`!NI#0BlnC_H?(@
z0LIFZaQVdJ=<kxJp;93B^i)5|j5r<y(3ENP<Hh+fRuB<|#-mV~)j(eO)hVu=1qNMp
z0Ju;cADC;?)m$YG`kOY_JCg*f^^AxMLw$S{;n5o=bnt>xD+A@`LR~%?smzHLsv~}q
z4x;Bnr7!jhY%NNp10y{U=IXpQbTV`9X1XFk5;)n}z25hle4si(diF;pxGlmc6PSZ6
zE9DT3LX>s(txsvU+6y2RO2veH8$9L>lvQ-{O6?g~fCR;x--!K4%L+RqfTT3rr~|bL
z3s5s?@~f(KbJYCfCVptifzl>B&{Kc+A>K?qTWEC1@f%L;UP;Sk*md<Rv<=sty#tf3
zv8lZ6+35O}b>>4U6#Lz{>@$j90K%M++(X7Y)mY@+yXQ(I`nTC1wo`+q2nw&r`FcMG
znQ?J(^&lUmw(*8H=6JsdkL#k(ji1<2LI^JcB#OD2H+*KeWTP16x&E+AnIVf|fG2zU
zLud|V_;TFM2DJE95NMZ|JKQ4hc14CRem<jJUo}3QUAN+;<q=-3LP{7n>O~)j(;S)a
zM}@eNz6d2sG(?Gd<T{H+>OG;8PkS2czAf*8KVfW6Cr>yMf1z7}Xaz^N6aFt8!CK-t
zawDR4TPdo*>R6dA`>9*Ny_T`AyU)lU=n?HpApJdX*`o8%Fz$3rkJpmZr%$#1ZDuo?
zp)lA#3<$%xjLen}B164`kMP2l-AsKYAG_hO$}S@L=S>)_yKtgj0n2@$X(B4zx4!%E
z%GHZ|gux%_OoEnQ(R;I*W`a+@EZ9#p7A@E2mvQPv3MN!9aue?y5-aLjW%pf;3oRt>
zZeaOC!y0)w@2OCt=CR*grF7SO%NX1itbpzkU%<0j&8>d%Y9F2QMAZ?}t34Yb_X(fe
zQ~u=05d^nxzOt|~6p9t-E`Q%8ct%ExCA=%T^^*Coy|@P<6KcaWR|-L|3~0IPYg@|_
zd2A^C94@RwR@Fo;&e>g8VXn}iPHRE(NDkX1nl&n=$H${=QkRMi<)AgB?iRN}mDO~2
zqpQz&(%Eb`xHw<qj%7Ont7m<L=qPCF&a9qAfnea}%N^83_OpNCtgFB*P*6n6K71%%
zYHEPew36yM5|@O@rYYw#6lS(-Dw{mz{^q0{xe+Q>l{>wKU25l0g~1L?3=JcnW+)x~
zdZyN(P-hsjJ-a@muZje9nMa6y{*DOnEd)T*Pp326mvuB6z(>cE)A`&&JbU)ed&>dz
zZ%I1V4+lF!fB;r1A5p7Wf!O~OQ?nEn)VlP}*6b1Yd_}%n=(WtzSs&S#uZZ7wn3cSz
z5fXa`O~fdE0>|wKgGlaFoqne`;M-^QJ-IQkIR~nJ!q#-4sS`K%-6Pj=-~qWOFBRGP
zkNTnJo?ECOtMB!>axQvDigAd>T~3J@iPCWT=hz~kQuk}N7De)GQX3R21{K*RhaB#A
zC2ZuauTzvyw#t~A*jDh-(pEius?n}on)K9#kT!begOts7X-(})gwM#y`03@htV8gU
z>J4^bT1VhZ+4r-50+OBcSF(Es_m)nW;7bA(@SIW9PZ_0Fr&^f*$zT}Z7WEQs7{yLI
z1*YE)3X8tN4XnA&+|{Abw;WAu^6~BaY%9Get>Kdy79Zc=1SQ264vPg0TxT3Lr-RQX
z3i|~7R4Vq-n(3zMuW>yExwL?wT>{WG<b<ytXq}fIZ}HSs+(Zz`Eud++$+JCyR|G=d
z_qCnCKDX8w8VLrDI~+ua$+i4cdRO!(?w7c~Okl4oV`uoC&~S}j^Nz2%370bSPg>aF
zU5qbF4>{~Tjr!9)mew>jU=St#qHylP>PZkMd9U_*xINqs6P(PxpFQo#(|+%k93<yk
zD8Xe%%5x}Q2GO{y9QTfTwwOW&YT=F`3`v#!3(8p>?u{|rO)H$EpP4+xG->?yY_F)d
zc!l;1?Q*g9j?EMS&BIyk$}4vUCY`1T@6<(}^?173?}JptPe}}mcL0GuAn-LY;TE%~
zFd96%WvTP|uXkoOu><v9@P>nRX@K$oxF9ByNqOMS#rU}nu4`U*OZ?LcX3e}k95Iyk
zU+e~d#d;sTH^ms0f!OLqPs+`w*W+lyWCKe)0m1^0r3t$XfRys`#pg|`2A#nlXad*W
ze!bDrN<C1ous19}Aex8%l%ah0;l%?v3l<->sK^?_`0|EkBqR2r!NpwtAhA2NM+Q4?
ziYr>v<M%(DwvyXk9DHAJ(ZkppfInJ)Lr|N8tr32qhU#Di{LfPiX)m<Z!Uu}R+Lhdj
zEHpkDczx0-3H%BCRypOKuNp66qsKf~Af;dMYF&o^A`G^@H0H0_!|JGxv`omB!ao$s
zHxjROPZ5n30<lMm2ykeWD`$Vl3xn7hU%UI~J_RM^+Mt^_`gV|Pd(C3T8(Bx*B6K{<
zLO#EM)Q@U&J&aaTEzn~;?d$3J1orW*rEiIc2Qydb4^@Ep^x--^*xG(lyt#7u#Kv>i
z4dQ&hne77pRH7(R9)$O{qL=Ew#5t00E`}`-f8q|c>#URK9`I_g|8tN!?d!OhamF+C
za9=e~=9TCFxCA#?S+!`Dvv4B7ZSD5j)1E4k-C~)10KAlx47{s&6m{r@Tnua5?9R9H
z=LRE<vropPrjt#QDWYh)%Sbqv`dlI-Axj<Dcs&4@*{fqQ3Iyb~M6KY0NYOVRWbb0<
z+qnB$mSd7j$u1skp+-Gx;!5veFn^EPXQ9??j_Q7Xfp;Pr3;{`xqY9yucL@z(GY;Wx
zPS9{%m5QlWJKk7R&trT@am{LQtru57Zr!2j+~?I!F%*B9X=b>`wL(>6K?J36wy$bH
zC48VXhurQ!fYi4_u4b>F>JE1D-2ZP8D2C|3M?}G@%W_2`!Sb%MlYO1oPW};YBiY+0
z_wW>^*|rIhLEPjvz^IDb)Mtrtih`QirtG}2tC^WCv5AQ~8LkC3sWGfhpZ_j^a)w4|
zVn9@`aK_VD>7DeP<G&I*)gorQIa>rAuCV%&Js-z|=h(O&mW;1wCOjvqn3Fk_#}sFn
zxGc?{BkvRbew^7#so9scrmB#8;Yt<rcIECJL<hG4r<(YR{*8T;%PC!Mf8VoxIednK
zf<jXrK$IW`JX;DBCGH0B!(e)n`umwczake3m*5H~CLgIfH7=(V8-|(ETZ#hi5c}t3
zJ>mI8UU)yo0FKkBZ~Lm4UooGVl5LU3_<;64=-&8ec1;_~O?4ZV2~GtT)fT6JWHNxj
zZ(6=1d4B$>+8I=*Td&+e#4lJ!3<$C}I`1$1`gl%4XwNX{AM&Kgf0CzHQ*DI27wvgW
z?>?ecehm~<agWqQA&5|IcUB_-3YU9bAyQw6_>Ed8KU?lHn`vfl?p@sbN!I_7L<mvv
z$b1cJcDzNZl%*tzd_kVuDb~sNdv}|P{s;cqr4RT|uX2d<^<9Y~nNf4>tNbU9wn-<T
zxEDBZgVk#u@Pua(07NuCLrJ9};};0!h0^Hp{oJjOTw_28EuF5FgA?)?zr#xUm=UtP
zl1&Ro(0AeTv`)Fr_e=X9xF~JR_~+eH=(Yzdo*yR4I^_mUoS~rT+nLg{A8RvnYyYLA
z<Xw;D=D*T9$)t)>A<UNK$8Pq)D8l_XIXPA4=0rebn+pRmqWAAu_;4*TAX~LTBjQ?;
zm-^Xyt^Xx^u#=D?M$*oYt55;R%K5*@%Ii#pLX1JnQ-B@`|I&bhdITCh!+u9}6eRv&
zuxW5aAIhJUxi3j(yJXhpnk<NB-%82!JM`>I9#Y85Gcc@l$T#(MD}yY(%&TFpn=j2a
zTBJ4?pO?%NiZU)nVey;2ggm<z`|MjcnhgpKyq|pM?DDR~+H22vXdZO{DAwK(fDEvX
zp*^am1$6v<up8$YBx>`)k>1;<PVRf?Pm<PRsgWs6BnUz&kexK(Wq}@kMj*Ad!{}EB
zfhkyz*&kO2inNBnnw>CLE;)z-#E)IxTfXvX20*fbw^#&aL(TSLEB*Y{GglgwV%p6t
zM5DDzN-jch9&)8Y&vt1zRq*+*=R(e=pfRtzE^)pjd-{YGzTU-+$9tYO;$w|&L!FQg
z2{A-QZf$A(XTFhKZ+<1p1RG3sS*2Y@r1Xp2?4p5EctF!|)k@Y8|Fp#bmJUnP8Nzk%
zUO)1-=SR5Nl2+f#u0&y*fMZA%X!;lZ%VX^WS!bz#om2`vMkwl!Gp9bsnbT)lz=L|e
zu})*i@dXJcNK9UrkWkQoB1~ym$A94v_M)0^U%&omAv?)%4m@@vm9K!Zen>{92<bGS
z+XzVUG?kxEZ<X8b@pxNLot8NI$(HC%5)x;pqJhHV#fJz%cch+>bDNXO5pVaU8~H*w
zu%FCvC=_s054GDPbLPM0N$7-x+|E2h8SmUnEf!M&;da#1TXq1M^!D1_rI^~_O8c_I
z3y?~fsq@Ak-^4>>ssH%*5Lm&)_l-V)lov;zf0+%ZlOOyWYXSN8A1%hDT7D-?1HBz~
z&2`3GE+XC%TtBl5jEvg9T$EpZQ=QnpUA8h2IUTsk>^LR~|Bs@d27d`nF}u>f8?->{
z(U`y6nnDc=sQUJ;i?AL$VK>HBC%C>9X;@>M@bYEo5$da6IY2s>MhFAFnYug%rE)zI
z+aJA&_UT3dh<S5nrV13tz(r>&h|MbT7Ln~H5p`wOE(^6~z}r!5n{0qGy>rfEn``lP
zLYuu+#Gk(;l?pC7it5&sAU%HqIHpjomeEyw*?u%dD9nhEBE;0LeD9BAHk?%Dy=7aZ
zJiPD3F{<g7QIKO(BVnB<x|R%_*hq`5X;zV*G5+?o=<ry12Zz^vnq{OazhhuSat5Dp
z$k;y3YJl?_9Uv}(pLcqv4EXiB1v|Pc{;Qd7;d2-+tgR(5$m*u1fp;V-RNd^`=6>7k
zCq+(2ql;R49+KO5cO{g$>`xc9!ThHdB?a}ib3x?2%q-Z>-wsSFk239Y{KomXj>}f?
zk8a%vpXG27W)Gp|Wg;WA{HRD4H65ZoEr`XF|EBlr6T7Un?Cs;8KK<NTudBgwFv!9+
z-@@Y2220L2lnsweeSDbzMc<g?bFF_c4y08_xG-7j!wWQSMRgWHfI~Bs!sTcv8|Dt{
za@VB2qAL0B)*8toZA@L{6!vQX%HR)D;xL$V9Kh9MR~!i#YWLa7qos2DwbiFAvy=Ju
z{l&Ar3RoQ{r$&6yp`yoFg)GPx+5Y;fiqXT)du{L#@6Z_RlrbmFAq%RftqjW4HCP|&
z&4@(SiJhK!cK93KpJn<|9`2(T6~2g3HtOeR`ZmqYgkmpUwHe#Xf)*Ta)g>zzd(I?f
z=E3rELX|=BETXkdK38oeE<5vsp$7V)jYVrL!%`HD4lUB%)UG|$kTAxt#$FU)E3u!9
z<KHK+f?ulG@otMup&d~t08Y%gNh0l|8cE^M$sQf+JTd1nvC<;Yon<-uNnyPAhfMtJ
z-ZI_sfh}j<><qxa65x7KpbmhScCRgLO2mny&qKbpMavpoFP0n}6<BL#3U3=!n{|sl
zpgqGx8L`!#96{qz&yApkcKFD?J+cKbBmtu)K<z0>6NsW`#lO&rmnDznqZ6F+6|d=;
zq&{vD5YBuTJ$)o$F!8*!X7}!ezAHx^(+x4()1eR7F2E*N0FE`jOHie%cFhB<62qEj
z)lPG`VXU+5c`B;jF5xQt`fsQ`nHcDSaeB;ahQfDi$Qd{aMRe@JV!x#*Ub0hD&1(-V
z2$0)-^BLJ3?f?J-{fz2vj}hg|@#U5%KRg!r^gAVEDheDG(aX)YFNH1Hsq|Qzqpy&G
zNn5Dc<m3z=g$DGt)Q(0N9aS%g-VgTneLsvZH?Rpl-yHE?Oh@=;G_%LPX#c#<ep>VX
zKcmxs?{};vdE0uk1hO$NBP{Ufg76X3f4BgqkGR8@#G(f<u{O(gWGAVP&7fz+zd3Z8
z=Y^#&s{fhvx7Q9ED7kD`#1<zlw^aPg0p39aT**oOr`$c;!fK8F<Uf7N**bz-m(phQ
z7=!9SifNMPKVXb%>bD<8l)-ji1GX^Q9L0XD;~+`_Q>DuObT47Y>Y@;n&2qqG^C7n!
zvK8>#{oTP<2JJ&$A2<&cEFa}YGq2?T_;F!O$SR^c+xlbVFCFoUGIImGi#v+%1838S
zyLvvsfgm8Tmk_CWr<>v>nu9u#UDA86>7g74oWF!y?6#;_RP^nWa@N*G))L!!U}&v0
zwOYMAE_EJVUHur)XwZ^l#YSr152|SE?>>enX$v#8v(*esl$2Y*I{cy%*}@`6`D{$R
zmW*e=xuq0deq+^c(!{7!W__HI(PTZ&U%+fC9mTRVwoMJD2%wECS93h8b_6~$mBhWh
zpwFNpIpd~Cac*md)&o_RA?Fp#4svPEGBPNin>Au9Io;hH-@GCbtIQ^ni^^{o@n--7
z1xnBZ){k~P=$;OkEFe9R7-^Z@dMRBav#7se+ccfH;7_P_S+V`q75^1D<{}%6%Kkue
za{NQ<h64IJhu|99ItGjYDu*KeF5*#>a(@XZ2-)2pNJQ%Cne=5u&ONrW1_BO5{lQ9t
z#Qs|Jm6KtjJp)8zE0^us)|8pN&uBKLqm2U8M`B(a4>RW7yJpV1x)x2hpCVYwu-AB8
zStyfhMeuY<-y-wex0hBf*JzA>-tn~bZLe5V4vr)M`Jd$uE4ycD5E>m&#mQc5*Ba_f
zT=o%jo5<x7bond<fWl5zp1}fN|KvU>eO|8lX6^y{X&z!*AnxIf;#~fPPakI(Jv_dH
zHKo`{VFfK<;w_2m$pF|%_V|uE^t4-kJMAYTz#Y2;x>A!$(}b+>BJE4<N_CZG3p7GG
zf)+=&g{!2ernE}}`X-%$4+^XQmu~Rm$NH{%O*OUNj`V5vB!KjZ`jzga&?_7AvO6_S
z^Lr57Z1mVWfTvXbXYsJSU}b_;V%eViLaaNR!oKSw1cJa;<<0!}Lrh;RQC2wW7%7`F
z7tGEAm%3gRL<qGW&Kb*NN#I<f+s-%1`fQ`roBRp~>O4AKL;WJrQhL}W8X;`%E~Key
zUY)d<w8iHpnx=}VM@f>Leakk|mRUx>Wm4Pb*~-Q4Ek*%V?d^!o^(rcwaVRJ!`6|`v
z%6<L*ePD16A?Ts%FDI|*%@=B+QCuvpul=@oHNoOjug+BOkfGe#=K1$QB#IKy1fssw
z+~xPD=ntnr?AGLNocZkg821(Wi?)q}^?H2u#WD>(6+b$vR?bzY;5F`v)a-hDb{GoP
zRo7aptpK{m#|N}$Db2)aPg0uE>0CkDd>=}T6bVf<8s!I8&R<JoJBg+uF5e<@dbwz-
zo4zCac2M(Yf?SH$sIgDvZ-sWka)C^shLYkp?E+TdNH^O+o;56hF#H!ClBp?x2VP{C
zTGPoyW&q?Rr-RJOpk<)u1IR@kae@S5tZdiVFRkb?29CSlbjL6YEWl1`Q3XHhmDFEt
z{_;;3bJ_zC_B@uf7%oS3badc+R+fIex!B37*hKP^)tqye<t{8W4Ffy<HuM}WEM|YU
zi@Iu|yIl{l)gqxI#M^-^c&_mt-BfDYNdTa@;M9}{@kjMC#)PXIc?GK-m+{1)yYTDD
z%-cahdYXW-^0|epMrV)9PNcZHrU?H`NHy?cpd~=R_S(avbec@-<9KUKdV5FN&(EkP
zE8$LEp6G4xaM!KkVn~YAa_Y#upg)?pY#es-)~eaKU(?6@1s|UyX&vSuX&XdsEi+jg
zX?S<qyuwLm<bUjyA;8E_pR-+9bK8AJ#%`7#E32*kL~O;=u7m6ffWB9gflJ@o8b_i!
zvhpJRX_ycY*AUDqfbMD2fxAjs%>7(IJnZtrU@!g5ge$BoUc49!MXYY%vC0!x1k@)U
zMZ<<Ya^mus=G4^8guFEWh4H7W5sv+h222nyFXEazn%CK=2bo3jyRcQ-Z0)o1HPFIc
z0>FEXbL@A&KYjadAQAoL3q8S=gZv~7s60S+p*Ct%Q&kBuT0R)nlnx;9<Ok&ox!K<j
z9+#mO3+1UUskEQC@PxAz_Ep09$m-X`_`BOVbvNSVuhUS#2TKl%MUiI;dNN^Z_qGQe
zf%rBD{pDj2R%a87B)@Yk(FeHx7W+UiVe+_GFk!Kzf>ESXF%Q_DPC$~PnGR%&i{J7c
z9Plb?G@F!QfCV&H*i0x!B!bvH&bfE9-FucLYT|KV?<?!>#aoIUfUlS0!Ar1+DjWcD
z$e1WW(^)gG$Y6MbLWE0OvvSiPKF?;mD^O*>6l{{1xS0p&jBtf}-F;JUDI~D(%4E@1
zu{=_{Jy_A_{g|nTVu_JI2e@_EYEi%1yteAtfY)4>LMzcgnR&a_;HFiD^|wpHQ_0hj
zL2_zz^h{VF*|`X@PTAf|jl6(H%hyn@K^<v|_7kq?tJiZzH=n6002xt<jn6h9BRU8&
zH*vLA`v%`)M!)@Z$dPk5e{_8{p6OhTS$B94sUD91VBmkKz?nKmM>!PFN@*7V%iC(G
zwKsL~U`?&U!JremSAc2(X+%vWrEKoF$5BOgP}V_;a>#%1Cm##%iEJ`*vO}Vqx%sD(
zYJfaF#2*TTiZ6$jZ77LZr&d*;TRcw&TeZTMbIU1&)CgCFujH_r;D)v-gHG;B4EI@w
z0`6prN5Q)s4>;1e=V))S`wT4iame``Taa)3Jws>PH<+(er3w;nFA|B(-#0p51qC&^
zw%u3e;~^<EV5=YJ>mH^_`WnXh!l@%@o>vOou9H6<{H9pR+k2GCu*nJ=EPfD|E#X<1
zc)!3}G|s5NC{-LQuCKr2dS90r5hoN@mU5%Pj_|d?N6r3QDUY}BH+6u$yd-WGY=i~{
z$;qfi4AD`ir09KZ+?@S7q;Gc!@I4iS9!U>XuOB7NfX<`g8v3(3`%r}SD%ZSdw^HmP
z{aG`svZ2jS!z>lZIo*ir>3b48Pv`)MatpYH08sleCvX+YR^PaBRFV@$oIHLfD`{s2
zF3UWzyus3pGX7?k2X)k-`lVm|+fia9;rV^tH~YWqqk!G=LO<NkuyC;efz1)42Og>G
zeJ*Q^Mc`g34bAWImC+N)d|$20hK$uflnmp<lOz1K<-H@F8Y&v**kMXjMJ`;io8P-Y
z=s6?;+}kif=bf)x3PF;-cET0bIB&5P;xSR~iIEz&)#5KpbkVJ!fW5%=PUj_VbevA9
zu(tbr%EZmQ<q_Z(Y3k~tz(Bd2aex1u`GGJ3lLt~e=1!x=rH4;MEV}wLU5^TN;r6qQ
zpW->bE}uY11E(rD!qWuXDE|2D*~On>B*Xe&*9NdGSSJ%cK_;>@wq_3F`SGU1x!~*m
zukTZ6Xlb8{UV8CJ*B#Xc_ft#ZEyS8vnF69q08DV*nX7y?6_5}EsEsP-$rZsM8%HWO
z8AVIWU$%?YLf(!?PjDKOEhi6FNT){O09k`!%Uz~d67Nni095sZ=F=DDs>v!^DTc8C
zhJ(RKd=j^e`1!?YfOhl*lM()3@F^kk%8#2jIqfE!-N8_n6!#U$A_y{W4%7k@U1Ghr
zo$|hZRmWXCp{PltoCPK6by!yVixs(qTt}%eS`ytzZqK(0cN(x~r|Yzyd=dHi6B25`
zfBUB()n78hpiELHQ~s@C_2hjJD*@UJ%ky6eI+-k9deh4b8Qo0tfRX}(o%|XFh{<t0
z_E08J@NZU12_SVkWx=fgY(Q&gCdz?yKhS78nz&LLCK|wGRcZ#(MOb#9Ev$jT8s`dx
zlp)p-VcCK~7!x*JQDh-{iBZr_6E0xA33)rvNrILeaMs(85UZ2QkjBQX!NBG&80Bdt
zc_(fjG!5h!X;D=-#sZR+!&;wne}Ns9Th=6u+$HYJ;qHt9#6XP!p+`>Y?xQL5*v(Cx
zug<Ie6Y8=f{^A98Ws<$4SB3MOQaF#Pfv_@*c0dgT<YRWqzwaX&ay~^Pg_2$JL?bu9
zq+z>i)-ktd5u)ukQi!STFgWv2cq4dW0nUnQJ-r8LGrNUta-qHDd_k`R$Vm)ZT_r7b
zCx8{ua5WAT7^Gs9<J%Yna~m#Qwop-c6p*hap{i_iuKys`2styMhuE84(B^vo^3nC-
zMhSxnhuw!8W;FxIE1oyPSY?}zyuTyQU4N1+nUXF7_&@;e^WJ=q00S^G<{q!gAn?om
zwNd`P3)u4-NMr&;ox2WO8uZdXMP3OJ8tncO8r<$X9GHyN-REaIC4IF&mp0!L_4FL5
z4^&j{(KxKt0Zc6b09or6(P9TN#H4N8{x{tW{$_f(_v#dG^V;}ZQN~<JUD?>iVJwv6
zEGRGrgF$o&CLSdq6$!l&#rgAnxkh}r2!B*>rmJM%K)evXSaRvgl`EE_44hv-3S9NJ
zZ)-QK+;Im2fd<)HNQr~^cA^t_h53M0?J>dBUtKZ=#xX2TMnsnlIVAGWX#M_8WBV!W
z)fL9?+elzb&n*mb>l86UY+T&mgv^4&c)eO#>Vgemsos11CaTv%Ec*Ce+#z#%nF(Az
zM*S)^v6+g)^C7Jf02Q&RujcnC((4Cs5I`6|{5JzeNzU&&JNx5!vvGCk(M8089{ok;
zEpecgjVGwkK--VkXV1MkqfWHf>Fv9Es^X{F2!tgG`EC+1W_6)+`nfP_i33!&+5+0v
z@3cHWM*D3)cz*!(`f>4LrMYxp<Wu91a($K?ji=k)gqhAta{ezBB^R2XKVR3$(<}y?
z)RTGK%>)ZdY5vmx{YuX5l+M597j?PU1);o8+M%id;LP(sX|MG)d~YSKoW!Bp9xCR9
z&An-Eht=z^SqAL1>!2Yync?oZd*R-b5T}I+)qGlNo9%N_Rwa*Yzr5)L`E;w{hW%;?
znF6;?g<wL^K6Sc079_kyZ=O^EQG(OTn691~UO%d7=k4(Q!aR*C)9iOooJ2SDNX9#{
zyep&9aK0iZQHpx~SWXQ<cNqg#o3GGhKZcfXR~}HMGIh8V)_tXvctHJ0o8%UX8H8iJ
zc0Pf}x3+m{*i9RrG;kN(TCcyiR>yB|_l;p?ffaPTO1TVh2nyzli9==1vMYs;e;En$
z8%I&YCJ!N)!(=-%4m+HE)L>}$`}34|p=bc4Q`97fw7^^MEtX9P`W=W-P*G`szy`F2
zq~o~#n#7m(vmc~_KIiN$jP>~8m!j$mzj=6QbyC)>eV;fu=)CAS<SkA4hx$GfnJMq>
z+xqvDz<xJlUmOzsx_r$WimL11kH45c9~9z>;8b$%tUTqt)k^eUoAbk%2y{b*K`@9-
zS?M?r5eLQnG@%$m?_cf+K<oqV?X6J3vLPC%50pxdux@t+u}R%^QKOjBTYy9j@%brD
zCo-6!Ivd(^TKcwcfXcfKRstOk^yH}7fS!IVg2>r>1NnM7uTEEJU2{5;A)EJbb9HMd
zPe0-(xdQ%XhN6d?jxo2`>%CW?RtNrZFP*m0JqeiN3+jG{!~~SrA1R2kYnmjb@8SZO
zU7y+;{%1DojXFeUgWXmX^I*nP2@67+<v(ZiFN^@B5=K4A0i?<^9ys=LC6_Iv0k05X
zQqdpIE%op$i`&S3Tj$gO9K-g#E}zYg&wK-D*IQ1atzH=2h(5r=FREK<GzO7pzmc;e
z?)%5oT#NQS$j$-3+yPubX<*b)NrPGwr04n`YQ749uc}hDWm^bQjC<8jM;-bW-U(kR
z>WJm&fl13fmQ2nt=<&mV|LscXRS-fLf-116PT(>3+eqqy1nHlynxK^~=sZNczhmYH
zEFiY(UlO%v#Nwhjz}?fuV*%;}Tdkga;<UHw&dLL$6`oj2r~`O%{w*?jn6yjd(H3>X
z&M=+*2&OWwUR=MoS6uu=H(=eSwKLb5-cN#0yx0h_?m1FnQ_Y$SzLuD$mKs;8KgdM=
zJKv;i*xMEVgvZxE$;tnhBfPdQ$xsjo53Q2<ScnuCKfi7YFXD+P#fvjN=Km<ofN~uu
zHaX9t+WX}!VfJU3*UF<Ibhgz(;9CUJbwzjH$Aa?sjJn?g)K%%mD2~GOFZb3nqHu!w
zhZWN<nZP99&6~2Zu_-xkp80KpOwqN~U-m11@=iW6z&~^2h2BWRZ}4LQAlA-(4t{&g
zT3|<|zkd1hW&gifFTg+9+nF|D5Oc4PeaJNjvN-uZ+jqow&i}si;KActdnOr@V~KWc
zhy~y_Whf}PgF8p!-Jr=)MI#`e)^(RDJF~g{wKj#Wlau5Me?SsoLlePxu=#xK_FVd!
zUjD-nZ*cq67NwpkQ6C<jg8TkDU14vEgJdaSV{zQq7@nvN-9E}u#bbY}#P84vO7}sD
zj_8C7g%<5vIx8<Zk7@jh_bcgF4bdDhO@@D930s}c?Sf)<uOMJ>F=vnShU75v_D<mH
zs?t0z2fepxmnUFzuiU!Jo$6Ypira$jK$^@_f6*9O_N~uqt$LAtiy=PtBRwHP_QQ4a
z_>%YXn{|(3WnaP-UQtF#ZUtt;m-3WicWi>9-$q5@fxZV6Y&`Nxb3Um3LahD764%(8
z=9in?pkgby!b_H+%>hXWO7e0&oeLm$NCU#;hHEy84J$D~-A&T{HE@XkFb+V5O+3q5
zC`=WlnggssKs-Bp+Lze~aT9s&p68imZXDVtr6&i=R<f*{O8+NSpXsb0Mk$tk%uUY*
zdX^^qm7E(Y;636SEFi1`;})wlaM>^7&h;QB>MM1{ee&@y)?-eqd1|%nRcfsi!Qt()
z{P_C1hdhY{ZCqG>QshY%?Fyw2nws~3lh^tcRCR(X*Bp<Dk#zGGQQNNh_aNnbkBQRH
za%!Dt&)lXouB#3{Wj@*gtP~i2&J-dvKh6cRmj@>&c7Zq9%#{U^`risNoeCgl{i3k&
zl|LU!!@^8EYkh}B{Ao+eKi&kkOpe*3b;t|NRMul;eA+$u9~kMsI036aZfYl=rur#l
z*XI_U1@ff*NzP6<X8=#5<MBA)n1d;lIxT0X)WB^<b`p68a(o0DD(%CZl6JD&sG2n6
zD|0PG85SAEP?#z`CtOnJ%3UThNzC)#k5eR5%)yDcK>&KiyiY^JIyn{N4_$=r1bXsG
zN7!m|ef>$ew>{8P;keG8Ex-i^FNXg0kON~B-@|f3E$y%ME}jdMn18Ng0X%<C;5?Lw
zKAR1P-gT0+mW5oI#%$^hr%-oV6co$=6-oHtVx0?<h7}mJZlV1*knICp4yc|DB+O?4
zStcKFMlc33V=_}$&C_pqPgZs_4A-St^X<x#j2m>KA{Q~ibkA^!!U>y$hF!_y3dfZ$
z%?c2SLMx{asJ{AOkfz^fIRJ%sl^Bl|TEpF~6yUk|w|_4CuPg^RxXI`)YmnH7B=Oo`
zTTOG{>A>Xj9b*f~4k(33^#XRuu`3o0PzN234@r?gg7;NZR0#kA`*2_r%3Rw7G+rU7
zfP5ASv@}$t!6b&)10;{eou^pq?gM>b+j4<+0mG;87(<~Bq{>bpAd13$Rt;HMB=U3U
z9Mm5@%59^nldZ_tND#7Wy*828!s-U5fW8FTe)F?{q2$gz0PHo_i-R>@9{ruzqGiAT
z*lQyWap&#v%if#c{O16slA8_39LG14aZ*PQ3iqgfg0&x<mU0An=w>cPk*7Lc3<sZC
zR@nfZ5&6^dxQ0|(6Y$|dJ{DYOQ2jRfzlAlEnvWkB*Sa^To79=+0zN#HUP%<+J!NI}
zdmb_eHa&krfA5=r&`4nbwMuJ^!xbylC~u;GoI<eO;*U-@nXZoPOtKHZS~v{1dwUE^
z91_5rx#(aX%@NF^Ku|(oVLrX$4f<U7&y}7wtVAZ<y!8-hm()FEixZD=qa39veHKQ?
z^9LwVTV)#YxSbEbCV7ioJm@%89WI8P4WBn|=G#5tf7y)H5EKmpHw9REw2dW~D5#PE
zGCSGYhjSJ5pVJ%OJCuoN+~<Td`$qs~eBSGzpj<$mo$t;32&wR?5Glmspb$tM)gJ9-
z*RIJ^M6f4iQ{~%@Up_3~kBag3o{|sJrN9H)QZ6X-%Ff)C0P%zZn}1pksaHWpMg|aI
z+JSG6209q*eE4ALZ(vyaPFL7!C{rGJU7NU;Zv0=!JJ@#CQrC9#G4~NP<X*q}`&uK#
zYaVVZ!+;I~W2R+f%&I>CC5hnjWtHU_guXp14AqZ%rhhLm<}oeNfwC647gL0e8jG@T
zonXEU%2$sLM{@m1_dC9R?Nwko%y5|=*8rEYsA20VadF5Pa*r%ND?lZpS?&AwJ)g7^
zD{Nz+#In;MjlFsfX3o|R(HrfIToR(ob26dGWUu4Y$w00{cSbr03h*HCnmDgB&<To2
zY23d&6zKrT?iMXPW~g;Q$j964*o-S#^`QPkO?3WCO?3IUb^x4v8sqDKHUu4jPL(;P
zc0$G?fb`!<bNV{NPgqc-bf{zd9RylUq{A>!x~2xKc<t737;qRVb&6EdFR~J<o$5{f
z>akmFsrXSslQsZ5mah)VEF})yXX?TpthIAE4wow^(~be>{@_t8=lfE_GH~rVzwk9N
z4lIhKa`5xZ_elE09LKjWQ^j03;nXTG6t>5Q491FV0XG}4Y4QO7h|HCAZIb_3VLbT&
za?qT0pJ9GsP>aje^N<4!6+1$w69`o-zHqM7^(}r_MRd;52@7$(eEOuSrDg6O5mD%O
zXvifXphp7GrT4G*+p)2+`5<|b>#-7tF^o-lt9}nkT2jV%FU)?^K6D+>l_-0b>C{kC
z0Z|E+K#kw@Zas&VRR8y@zU-qd7Qi4_f&#~OSjWJ41DnvyZVwG8z`$h_HJ1!s0P6+z
ze<Q$y6+oJHidy_pI`GDj)8c=5AK`m*Gq>!AN{^{9iViB(P?^`&tM(9|>I4sugaUuB
z_=A5yK?VTDHkWHzDqalSC$0?qTXp=wJ^(;B#5tU%?_N0=CykOk+|-lU8Z<<stw{dq
zB|(=i4HlkR&VPR)zbUHL&_Kk?dq0z@*6s7P+ESBKV=h`gt*rpEnTdf+HPE7&FHQkp
z7dQ$eBp}v+N`sp9^$p_c7lbx2g1Gk=uH${z!^XX5$axeQxG5*Lfh4h10ZIB7!N>l+
za2gAQ72T>LIM^C>)l1VB$W2cS!)m7n3>K~gN(o<px@btQZv3xNN`PMIo7^nZ21C%@
zgBB`8ok?B6_vf+9fB$&SZFy9^!Mh^uA6S*#Yn{H;#w8(8f8)60-X!0%BmH)bp8>p)
zkhAd^QatrN2yKNY_Een<>CM6AyFiT$Xi@~ueT^%j)4r?kbx4tJ%$)%h1=#>ldIeQr
z0ySo<*!Lu;m=aW7te%3j9#{dSAO2N)!<9?#<i~u_5NSz~_(ebEL99F!Shj$wPwgh&
zm3FzB-@$Pmot?r=Ew`e#Q9y^kvBzT_L_=Mu7TO>?W@>);N5b1`Dt^AN=KV2U4+Kc>
zVW}6HO%)})1+}7>yP%pvzNXQftSq>w=W4iNRZ$_d7gn91$o4b&KV)QiMj^rT`1JHG
zMsYMjYR9y0i%BnDnZf=^l&;dRKmk<=p=k?=z14~jUFy7`+!**6M<lXTJ$+MgpZm(w
zZSGnioeSO?_N}8ER}Cu3aA=~?RG<?CX~8_dJ2x@oK%4-DoixXw*4;Z|Vrnunn(S(R
z<OjMCec<1Y4k!4IE9pT;2TwG!39n`pFWtw;sf(^ClJQubkVX<1y8*CC`v0pg`PXky
zm;7fRmc}hB`_gSdCjxp{6-TPr77n*P=2=KP`hd^@9sK-Y3A0#tGrG-fn)vG!0h898
z9RVh__h+faKJC&DiKCls%jfM2B3@Ea*yIGC&%fRz9bb+`fRomieHyNsqNE4$xH4hr
zXh7U`O*P{~q=$kS6M$S$UjX~Kw#fAQH=!Q?K`K{PGF0R7e_gOlK)v#srJ6MVt8c#J
zovCL_BdMU<9C_*T)AH@87;r0K7giyl^4ev96?GV_r(ZF7CPM?=>(l=dxcfl8q>%F#
z4CFvm6iyy!f*m>Xe)gr&m#xBmNe${tp`;St8zFpOFP@i<^XAJDe)amvNeKTlQ%@@t
ziy`ijOWF2(iowvbWOh5w&vk53X$$Z_3)2CxM55$|1<#A6`v4Sc2UY!U2ah;e<#&>S
zz4!L(o>78#;sGYsU(WGcPP?AP{mw$(%u!~IfRpB!=!-j`1@1v7=xh**WpD)UsmD$~
zgg3Mmm^B#z)CLshON(Go^qJVE!xqSrpER{+5aU1n61aObEIoWUh@sBn<H2lWWkMp6
zM7YkiB%5EQPcWw=e`h7#^+kJBGB+>w;s@KS8V1%ua;Z^res2y2w>}B(+ZtSo%Q*Y-
z=;qS3*qT3y4mAM*6zBH6gAEdv4vvan5sZxqpyfm(*0p=uug+yUd7;4=yCC}NUh+mV
z0ddWJAx;eSBQ21o_IEaQekh3rc2&S$JGOCe!1cCbormyzNxSKQ5J5aGI{K!`vrqK!
zR7ustJ>os1+b0Wii`BK*sB!(@R@|?R`V=dY^baGQc8R#*8n%Mab>>8I_hMDaJl&YK
zbGki!2Rpev(Pk1k1}sS#9Ub>@=<6X=nDcfMjdyTXutvuTzsFVMdrqEf2tsO3iA6p<
z{<S#qM~9pDW)F65Jk=y`{rS-tXchGfRe`uB=+$und`g5(>d5Lc*yO-+^A@LwYn^IA
z|2!WGz>E)<t-P7L2RbzSz`GO%>XJdREbLbz+-PeqPApa3%OLN_=2I(!G1EOToPmJJ
z=MuE(o=X&%L4tt{^H~3}G%`wEPDZC*yPSw0a&!^61pe1llaA68&wY35V>YKYRHJV*
z*-2uAoEQ5y5LNT>O+Jb|g^u$Yh8evrd-+a}V&~<x?KX>#I2SaYR<HLD)o>NCrH*G=
zHPs9wIlj6a?#ClmQ1ajf_#FZHq-t!-gUQYwN8IRUtv_RN^ZlE~?dc{=W~Q>o#E}b#
z+Y^qvEA!xs5I+oTP)};lU7xvdoc+ESa=wE7%FmpclQl&cvzqhF_V>Ze8JHKgrY1!-
z-0S+Kw+XzUrPGZOhV$UXQR+4}@r@!YFQ~5d5s->72To4!`Ss2Px82{w`NhS)Fuq1G
zu)-7{OjYOh`Rpm=RM7NhAa%H=i%a^P=EY|XKExj%*`lE5fqOw=gH}@IG9kEXd!8gw
zrg3e2IDczPRqhI)Uil(_u5zZ_EpM_X57yRV>Zo0gnAlymFf3nvmE9@LoLf}%1N<tB
z+H=i1g7t&_quE|&;JwQdlSVdwUt`A0%|!Hmk5ai0^^21>JX|mn+YCZ<3!0pM=UTd8
z#sU1{cSKRq+VZEZ_7xsT+u@;1c>JmBU5SY!f|W&vJq-typkb-*gyd^5q~~i^T%3DD
ziCt7%R3UyVB}B;fNl<9m&O0QpC^A>hcYo_1*stqd?n`$4Q7bQGLs|+G{l`Q^UHV}-
z))TAgxw-0EIg$PSdAC><L6C0dzlTHY{pL&6F)+yEt$$X~E#-gCKlPO}npIA8?sXva
zj72Kkyy!ULrtj=Dh9y)j_D=ITXttn=Bbk@fA6=x$l|JP3v0H7Xpvo)K?rMH_nmSj#
zE8rbxhYx*iq6eT+W_1_w7Me9ZycN8So4vf_&)A3cCp`znzh977n_U33muuvFSeIyY
zhVLeQr7&Y(J!qU5j75Ru)HxxrWAwNInqGV%x!_dRC-42GLkwoVaJ-?*kB{uSL}aCV
zZb1R~Inv#Kd+&wYJ2(vJ%@nHVma6>zjW(?E3u*M&u*&W{`R?@g;WCZyVVi<>Z(WX4
z&GcE{?IgN|uvC<NEjJ9d-hu0J?p@>?&*>PKa9ij}?IRRPC`|11iDY-mGB}L*sXq+f
z;)k{tzQtnO=P2c`G~&V7cd*bsuv79%CH|l5XF-!uLInYZMqnkBr=H~>t;Y+4j$!`l
zS~!gc(%~)W@@eY{-`$cAfXm1P2A^NfOn<dMTfdz;`M`#hZoM>0$PFF~sjwP3acDsl
z8?LF+n7UO6stVt2I?<P=rAaq*DD`7Y<M(vp^88ax=k<n^eIHuQkL7Foa&~Cr%O3r<
zVx1r3+NECdBO;n`xE=?*RlG|7cGGrx*7m6b=#Gy2zNWv(2(>AQ@;|6HG#qg|talZ%
zJ~t(ou<^EMJfFpPMssPD2_NM|s&gWJ`i)^Swga1UcfNw)F*my5pK)~9;Wna{`h#p{
z!0y|a-bY?a=}@3xFdk$ltgbVi0TBZ1dM23HjK-X3sPNstL0r)*5|Fyv0YtOUvJHKi
zcxXhzIEtOO`_W9{JDU*$_6;UI{&6etvbKp%x+7JHwm`0?YmsN_T=cs;BbChk#p%9q
zaOochc6akO`0qI;y0+TY+T-(Tr<ZLu_u9s4kHT=s=Z6<?zfU|aQP0h>{+>{9Rp3rO
z&@??#q`2jVZ8^u$YK4cvo4rAFkvIdJh(Byix2*QI=g>#K-gcj72R|ib|GCffV6@=W
z6fM(({({4hB;xQN3441x+*F&cP*r7q4H_N+SBN6Jj^37irx8md!Kz5}TS8k~Kh4w%
z&B?=|85MmqmdLH4p^=Vns?-7sY&MXbl;;!QkSkSGt9wIPA%+><%DJ#Mp89It6wS%O
z`(lN$!N*;UZBoI@i<-$!+`jhQuXON+j^p(!gVa2OfTa%xFoNd1js!xHR1}LfY#Qa~
z6o&Hk3zOW-^FfXqWV%h5=wS-j{8`8X&Q6mf9y_vt53A|uG!O@{D4W{bFuP)>vGedm
zeFV_0Y{xBHrQ3+?Jh~bhfnWk+x#Z5Lwd~Fl@9tPhC?nU%rjgqXJ)kpUjy?HWj0n&&
z<zUGS#wK~tnFwQ)bPhX!^%5LvJbc#{#o|y4n(#*ht^UV&JD}20Dl2tjBN^p2#pAo{
zYBOhKR@aQQgWXH3u2#1}dA;lw-xxdZO+^(#Bs4XqgNCx|OG_zx&E)cPpDEkHU{}tT
z*qde_wmEgYu$oj%$;O23hY>u{S-0Sh^RtVZoxSc%jtlBO3h|MGRUDVz=GN3Kjk#{|
z4zx>pg^rKbs!iQm3F;gk78@Atb6@o8>^%>@{lQj!$!@NwSgkRFotIY=7zwc0h2)H%
zvU0UI=jWfNYJrX_kzjmK$;+1~X=rJx@lzF*Hc^*|i)-WU)g9h(xeAK!Z!=N)DrtHR
z`Al^I%MXrCGuJ~cmdLK#!`zBl9MeLhTiZn~Y3XQ~{qMo#<!)XyA$~Jk=<)Y6;cMEY
z0%<%g(P4c0!c2;?=f%Juy}f9!3GYWhAB#TEg3~l8*Bwexz}Clhfo=HHwGaC4e!K%O
z;5RuRAgEtgDFbx|3`9<fK~p|0jpMV-TlPSg2kVc#WYUSguH#;Nhb)A-*Y6ME@h5=<
zCA!Q#D)g<8nb=vc$ySzOSQ@6mlhK7A>nlZq-}H^cr99z*zTu)2pU<`Sf4+%MmtO=r
z@yTOHM|4r+-XWNUxSd~Es0EnradEu9rp}EudXUU)&RMu^4Y6Tt)Fk%;pDbu;;Fmn=
zf<fWl_;B7-%l^WVj}-dt<@J?U%}gmKqJ0OZwq-=y5W}d(YklFtlB{_(6($NJ<5aTu
zE6Vc<8y-3fGydqUJYT`Mq`vbwKeEydlZS>YB#uOq31^yc-g^HgG?a3HPdmG@*DTg*
z{@OhH(<x3thi5EADv>5tSTx<+N1NZ&j^v|Ahw#`dbaNvUe%cee-Q;KaZmJ(`=R_eE
zwqDKa;2)ma+lG$H4e6ejRs9uQ#S3Q$FOF1r>PW06&yMtQXxQTzw}oq)d1@)vkaVo^
z4FSD{;4$1xsB{=|u03~qvXEyV`G;KfM+Jdb*hFa@H1znf-9$3i(bL;WY}%h?J|rM0
z`>(o?@>&DTc+fh-l8daq>#=O`_?L{j+UmJ1C}bJNXH{P6-I6=YgAC`R7qOxewanKg
zdAb}$y~`hZklZSkj~484zbz}&jPGjDrJCB*o>SQ0V$zTjb<FOv5KHYnWkj+Bawf8j
zX7R9_3DfLp)RaSO_h&xbZrT$*TnK81#|JY$Z!HcZe)?pS2qpor^YHYQ+kv)S!yq;V
z26HpM$pO58B+&f4DK2g7z|~DCnCsigp_}M;CN+*Dubz3cgk8aXde|j;h>0oR>779<
z!1X?yqF^QR0;4neWe>~E^!`m{mEc@qi+M$bNA8j>=>9F%-#1!>$Gb=5<!Scxc}QvE
zfmI4Vhv{Ga<SXdy=^t^GUm9qYdwwE;#6oAqr28L>P8!_Q)Xq{<=*CT;UMTaBmL==v
z`J89ReWZRrAc^_=>KdJA?67<r03^129q*q@dh<>`MJH2cdOt6>THV#3L{f>TwUrAB
z+WRDDlV2-Lk_?+1YN*nfI2gB>U;MctmDk_jpWRhQJwK0?d{X-%dHpT5T5s#j#q&X4
z3Jg&IY-Y~xggw6mHUE59;Zzd@I+&E%pvE0)U)Q^?wN4AU{<&i2nmS4<*Io2{&_#2@
z`9SYIp4P*DNfj4#o#0!%ce4xg(HtCyqPKn5$llmxY$ETi?QmXPi&}$qZD@g>u`&JN
z1q+L54dUFxs&J%1$r9h*q5BcjN$JEClcJZdb;vCLeC-{l{wGaY@R6>#pixa@b(J^#
z3g@oj)m&#(2S#hO+%|1PP`>VAkOW>6Ue<7QWPvB$H=IEk<p9$*r^$4<oTo=z6~HF(
zo|5ThwX;Vbl_%cSzreloV>eO6vHtd4^OUvY2yoOKr9h{$CIgS7Ew765%6t&iv;YD~
z*5%Xo-@l$<5O^NY;caPCUE(1}EhNOG<K=adMg8z-Tg&Xib9@V{#pW}ELRAs3TzmWd
z+~qHU3{vLBp`jE^GZX8Z%2$gn>{R8Swl`A@+?q=(pGupvFKugeyCsCU^y%6^JzBtt
zT46S^sSO_$C=St;*w3Ehe6H%^0)~Up6Z-m!m?hpCoS6HZ$_vyQOximZnOFq=awP%!
z`io$$;%3I_cW;;_Lfyu_+(cLEJ^Uxzmd7IYMkemhUYqcI6hd8<+t{c(lPV>jlYFmV
zi2Ve;4*OaJ;w~|N5$zY-pe<$ntZF*N#Kb#i>YeFGse-?cU)i$fq*n#=60;Md*z>e`
zd0jHe(FbXmD)$wq{#*^@khHgNx$i4U?;d~UGMgk`vQ^#Bq!>^>bp$Z)l*9+=ZIE~Q
zcTn%~qT?23XYYZbJRsc7sI8SPvq{Aam8t36zSLXmCbqdVea&ruNiDa$T;C?e?Pa%A
zlWI#aQNV;VfLljfKUd@7zFq$hzgpz5Pl{&2R9ll|lcH1uiNzkVq8>;g=&kQR5LKvg
zm>|PoiX%KBj!`k{r%U)m+5#&H)E4yToKaPy3_zoR#D6t7p1g4U&tIPh1s%Kw3>Fw8
z7Wj%pVg&~4zult8!?OhDRKmeTnjB)c7`dS3W0n-x?zf@~1(&rA46LgSVME<qqt$i`
zeucgkIesNS<r>PS({9^&!p#Pvt`_W-yb=P7qM@;FG;)ADqTQFy+Z@zGzcFCapv=2Y
z@*rIilB~aNb&pq4YOLY%M`{*82LX#<oHQ8m&~CT4=@Ol_G(tU>mvbNFsE^WGLX3bf
ztd7f0$;GL$q?eXnY8g2Bl?F&SgTT{(ws8711G<K7^B*4WjQzt@b>#<Y3*}&qZtiY*
zwf;eO@Kk*tN`x3ZK1;{OT|rk=$_(6SSnsGTM*(0LNI27ZMq6Fd(eM9SnT<mH93Z~I
z-US7po67{pHn2F9qZEDLVX%-5<*BtjzW;J~q)yw+EZ?<TL_;h4oQB3lsRyT|?Lp(;
z{3#({V!CTPlUSt>>0;qXu~t6HM@!0Jt6+FoRNFu!d#_eTbT`Wo&LHpr{i#jn6=%6C
zVd}#Y$kc(TU6qN+g!2!1`$;>w<M}4nKToxep+aOgm}Ul}_6_1Al8b0+&~wqgW2ks3
zL#y0N9`N`@WknOy{j7P$w~rM}dI<xK_+M^!I*x=GXv!BJ{~A9{L|lTsyi-3fACx^|
zxoAA4Bkb<8tgC!y;n7_%1t_n8&g6Ni2`+r5R)Wvp)?U+xwRF6e7bS5?!mKt6gGw{e
zQ-9Q?`^wL`-n1#Lsq*d7b~C~R)4te_lUUY?@f9B@=8cZnsbcI;-Lv|hU>|W+s}NBn
zqLq?jVpwKfhw^+H<5ah_!pXtW2SzXbD7Ry?UmUc@q1&#Q)})PW{IC+fhWTRR`TOOE
z{@)c*Zrt8#FQ4&UYH+VYJZ^1Jv7~O=W<Ju{UMVC!n0|EFewB?`%)Poq2O+%NuSI&H
z45=>2?*jqlxUl&f)vIRtmxH&|c3!+9*Rv-SwP}A~Hh%wjdxngx+ci0|-8Iq@&*r0w
z-N?zjf0>Y!!$8-i)%tm)R-$TM?6g1zRx#U@a-X1Fx&g~l^PKLY7~pv$u{PmaIEo+I
z-mK%DtzXs=-{$Y#Fj%pu9Dmr1B}@#W`3+W`O{MQ2&$qn*bDDaz!0)5qyHcy7Jg|%N
zrOIB>YILPgB)jo|<~2h!O~1Nj<?~wRCW2jRJkK`U*e4U%nR`C;cVkYp=~s9%b+YAA
zIQ%hOEvu=4gFp@*A9(u#8Aj!G!6m8}AI}f{Bk?Xyxm1MS)=Kmj!;0^wD=*e<j($VS
zq98G*hTL@et*KV2&%PJR!BIM!hK6STgI4eycod@zjl?z&Hk|Et*Y!5ruGN8bOJ24r
zQ(jrOsEnK2DJs2@6fIBgGlBPFgc2J4v~IL$6D~v{$+b5Wt>n~Fd^;Y4=c`3K!`5qJ
zkKQ$8&n;3v$f;@@Yv-0^o}T>>6Fl30wgQBjorG}-?<@HYg||%59yX%0Gw$D+pR2r{
zlQzrlao+RZcrEc^_KJ8I^9BRuNnAzN{K48{Oe7+*!baWH8J0JFrO#C??yIQQ&pg&K
zp%Fw0IsL2WJpn5Eb=fj83n2+WmDwGuvXj?!6L=Y_T`BIh)zQ7<I-_`^CQzyqwr(P*
z67OvOC`%WC2$4-kWp@Uc|6>CCB~W!C%}t!fhwaiGxQ^q22eZtNGMkcak(oz8$JLGX
zCMHILk$~g9r>N@-sIF~!1~Zs>PB{k2N(ecPUcZcHd%a3u3UBo7!k<5v=l<j|i>OEP
z?Yy#lWvug1zJFt_2_<R84GIlG)RuU!Qa(qOK10#%RexsxZsv0n6OJ=$R{6GR{4}6j
z`I9r{C#1J-Nt0iXfiNwAdkFz_2S)*?gR~7tFYL*K`oW6)bX<a)NkPrp;xyYk`dHh$
z{5Zm#yQAs;PTtr;#fHEiU9)=P?Y+eI+HA}2_wYpCq4?+;pa)zRpV<Ijg4;-oBw=ZE
zZSgW9!emqQ|0C=>pqlEsHbW7xASlwM2m&fnrD*7ag3?ra3B5<D3B8HZq>D<CB1Mo6
z(j+vME}cLkT?J{Ow;&Lhlj!&Tvu0+kxohQ>H_5#@_uO-KdG@pS9`d0zL!#1K1a+C#
z2vOCUSkAz;ifMT4j_kR>Rn=@Hl#sCu|1GhKa8~fk{e>$(9K1FiWCj7%@E{Jylk(1)
zGoG?jNayqm>Fvw?iHlSV7|nr|w2fi5BIo8T_1c3Ul1%;ZS$nS9ow^GbpSY|^z{t-J
zNX*o|>Uom7kp?g4gU(ea?bM-tvOBCsen==_BvHLc6Lz^(Px;zEfxD5_{CZZCTxIa>
z16e&}yI<Lgbzl?byid%pbR524sjzAFQ8fmxT{h28Um7LEh!<cBJM$HORs~cOAMgSA
z!q2aCp!TIgN#>zV7^q=Y1aQ2e<x%{?R%Vc*dXjvZ=G)yRxcNb&aO3v;{%-B@huGNC
zs$mAR#p9L|GmjQQ=8Mc!QGIc-qw}a0%S@c-sy7%?yD(z3H+J50d|X}{hFxW>iNYU^
z;<xIj0<TY{rnRqh9Il@0m#kl52q>BPQyH)R;?!wLOGI_)(fZZ>#Sl8j(Kz`mljE&N
zn#Jt7LB)Zp=7!tlrF-oZ#_Nd+@ZSt&aQqQ(ijXMV`Ks^}yb1U~pWfOd=X6{(hOR6&
z1Uz;;>X#8$znSxVoN6&!S|DA#1NLkCoh=knv`V3t%WKIqc`2Z{dAuXNJ-g!(>um&7
zRou@9mV|DMs->zuSdyIE8T(T*^2DqG`%?nDhP~h5x6is&S)1vjD1XwW;g6x0GCWDS
z)*ACi%VWh_Yrdi^Dj(zB61$PXi!sx}w?Ub3ob6-NEB?;adjUd+4ecAIZ?XQ|?8_5w
zhLV!6iTaX_7%5dWi}aM(_PvPn$+q5|FIY}?psg{&S7-80Vp&(17V#H1%&d8;Z@Cqs
z*Xm{p_+Z#q3vwFLa7Y(hPn3LYJ~|aWv2f&kVAyY)3FoS$=I-VyfimTOTwANbJmIP}
zK2+<FY~7mBR&DTJGjDk07T1U|!f7BIG4s2G#DFIar3zDHzeYteB)j}MPyv$^in0^r
z0Tpw1xm4>f`L0-+3oL#LNOP)?*XFNUNHQrGn=(%PUF}u8wI2{;H3^63tLM+uW!Kg9
zB2Kzm(59%g2x8u8%RXhQ4bH~OV?6j6L|=?3T_5!rpTFDB3g?0wNaTBbDnX8Sl)OQx
z<<@Atz?-QT5TKFs@~x@3dAL}HWZ>$Z;sAy^1AWYn5*^*x@x@z&TS&Gzv$xnW@BXzN
z$yYQAe)-mo<3S=%-(3+|%Q`L0QUqRt_n_{xA3$GXq5YjQ^MR)ny<_$Gh*cEMhycRM
z@P$!Hx3#qk!IfdOGmDDz64Ltdy}rT+rU%J#513KQbJk=x4vw7Rle=z3e3+g6$?<;R
zBdln>oa9Y8;9ASj>Yv<=vX3$7t;ncv)cRA{U{KH}>+>AES}Ux9t37-gSF_~TyjQ==
z<wW#{S7g0a;ASol2;bQly+ik3o?G#Bm{draAEZy;@!76G#^@y7X~rfmG)5pf7N@!w
z<=@{H$0l6D{4ke@whdU_zKPk=U76t<EYCLi-0wK8dx9r@6$BD?e1M|;b;`EgSMHb3
z%0%DV&IELN#ryhhUBRBQn@ls-xQy*(!HG^J=D|B1`d)cwT6$kOyv*DMwJJ=)i`D3Y
zrS%15*+i+dZY_7#58Lc{4-@txrm_m}z7sZ4rKM{7O<a_&XGor#!9<98;BA-4Xg;X4
z9$CFN?j8chpSvWf7OI;rqK18S-LL%W2*=1FWzF(T!6_xadToh;*PV3}ed!vSizw}a
zmuhkw6EohoR&W=Z)WZ?Y`uzB)o$B-#!B>M18ML{D2G>&q(!1zQ8!k0?!;z;T&=ce{
zlQ%d#HcB&W`SR3*L**!6FDa&F{&?ACp)O9=t2>guEU$G5aF}YP@&}Bio`1I*Nr^=1
z1jO33bkud?;G%=aT5YHJ1s)~IsW_EfN>IRcQO4?=Gt|1H#?kqFs?pB@SjKF(KHgV2
z7`*`~f*NvuZ$Pev-IKlFPK(3wx@NO*5x*aTBk6O8l%vFZ3g@ejt43QDwxaZFQ=hRU
zN8yp09k+(+%!{#KUA!eSqd%+^ovRMm*@(jN-3w<ok#sp)+j%=p(5Yw7Btn0A(M2N%
z0<<Hq+$4#BBz_#NP_LqJRHiQRvsEeOD&~l6%&<TG=7}|Nj`l4NVR$E6C_ZJOPKVK^
zCxlL7{Fy-{RmD(6oQY^(<hVDYWPD2_d~kVQd){YAOj_+_!8rU$%@iHCTDFqZfmnWr
zGme3ED;38WEzz}Tc4E;#r9oTCM>E*_@mQ6CK*r6_M9+$3Uah-eoWsnrVTZ;245J;O
z9~C7pLkV9(h0Pq*!(yx~Lr5SUnq%o>*zlu@AQZVv%B$1ZAFA2d#cJUU;po7*%Ui}a
zEx6<tY%5ASWwC{3Gmv=A>~ywDC8?36)}kZRWz<4m)$nw9a{?<y@gDRmA7(%^uSKxS
zlS_T1&O=Y$G>0ptiEa^U4t-Ys9NXYC$&SVgG0x{R@P6!F|4FE_>3TeZ*&Y1x<u%|6
z*EX#uzBb;NEo#EME=eTa$8cL*+to&X5Ph56<mva}h8kIu?gV=?R#o8c@ijr;rD%N2
z1K6aZri@?Jm<+UfHzwWJjUYvEZ;NtTTNqwXZ6d~4#;TB+!pGkl_dEa0Ah!%ebRDmq
zQnStf{H~muI+6DH_b<6q!5YukhAu5Ut$vIuGplYNmlGeiMdPR_AM!u*8|6pi`4i`7
zkgBCdAmqWXRS2NJ_$?A3-&yxIi@B^Xyo++;7p-XCTN9zKiL%G99csG~X$s~>GF3*I
z0+j|eAF0<rUZP3*pkgjqh8#Rddf^<@)x<QqUY#6Un&*rcVqc|(?7i+AFqNpXr(NS?
z81CK;&NLu&dB#zO^o)ge@5}1UOJ3so3jO066KJz9pF88PHM#q!v38L=XK~9uQFl`C
zYgDKH`}cSD*TV%;gn9Yl^HAKD&F(kp-O`{u@|az=kWJs*9KZZ=Il6C>_EBG+-5zTc
zynYV=uR{e4L_<_LHm13n5FFTac!C2uR2Um8Jh`>ry+6M7cBlDu4&vyiP*=L_Y19E<
zt1qkz5m;5mH;^o@M4Nx7#m0<->DhIYrB@B`opH$<2D2@a<cn5o&mDMF?B(p^p*QZQ
ztf{Hh-r;tGV;*BC`q$S=6;X_-L{x$s-gI{v{6pdbBpxCvqa+1j95kAgGmqSaHauxG
zR8_wqysk<No)FW6iF!QzlcU#xM5^Ddp@z(qD7-Dhmh2j0UlqW$c4bG`$Gk_9dknYx
zB_Xqgx?a#Tn#~2{WeXL$<rpWrV?K7O9+i%c$7|P4Ud}$uDwu@cn2YlNWafuehtpi6
zA(K*QSlT{dqbd-z&aR$q!4^3N9?O0=Kdpc(_ONPvqjfB&Wg9HEKkW}$WCYq{1~tjo
zg0R1>qXF}(nQ$qCCbC8a5_sf+o*&y;qt8i9P~LY$%N&g4dubCxn_4UwbGiGct3T`>
z4l}(JBx_VD;~o1lD72m|h!+SJ9|`RP#Vf3SKA8->6L)LG5o*DVYkI%bWcO>QYeegL
zq^Uva)M@UA8_&<D&+)T6Z5wkHnhdNMY$so>D1BWTtytbjzy!vy4E7T@eGW0pvQsc?
z;Lw^()DN$Mb1REa4w!htb&#AcS;YdgR&XhPkfT#lfl}Eo>0d)aM=a!AWal+rWnxDn
zr++wPm-!TL<^Q@k+B)Xbd-eIk$ot-V;vD<M^EGQTwKADl`GPY>?a*3uUBfE!qf&+L
zTG9ge^C=dZ?`OTT$-1`Fx@G(+eY&7ecYUjx6F0HppYBI6dQnXW$u*XEoD`vpSgy>R
zMrBSD(o4U%z&1>u8I*Kwj>)8KK~D&#??y6y?s>l&&Bu4g=}avEV%*$M<r<C3d}=#Y
z^1Wk)>?UqTg<LO>!ebYeUW(NYFgr*-`>Y++{`doLMi~Rnr@@T6jBw}=YaJ8FD2w!N
zT3yD@OMhqT527o+^pNQHsS7B~@36(qryf#1CakVV2@H;<VaV6*R@CM%+>Wl5G0#>K
zJ*Znb*jqWXP_6y(Qn#UGo|Sn%8(|7><D@=9i1X5}6;tqQ)$u3}h)-4m8wphKoKK@>
zGSB+@m7I~;$d~H!5Nv>LC@O6C<*3M%N2^DMip-U~O;oYpEm&0MmVkTdMP^zC<IJ}c
z9WE?`IR9O-1MfoeILy|~kr|}IkX!nOY2wbI*}=_T^<A^PB{<*I*0^~Y0!uaf;=yEy
zb(RE}g1NB{Lb<07V*Ex1+|@X#FgC^vyS6=XErG4UEY5I#>%5ClSK4Wsk0H7N+EkzQ
zlrFy%nD(K71g9~$#CNOYE9Y{R6$PokF)c{Bk-wK(@86-ETDhMpVL+Ly#Y3iYvwP03
z4)G0^s&}IW!3ud<^=l)@ag~k}&;@=t%=s`>&4zVrCb^{%QK!}V<E%CR`Dc0RT}B>e
zrXPNf>!$#p^S+j)96HMoJx{HXDv3b7$*Ac>um;Zw2dW5W_>X{fYRq>&`Ai7kmO^$4
zy8W#%Zw?63Z~y6^E;A=A749)@k{PtZN5vg?ADioVNUGVQ{HzLpkL}F9)M%Dcw=>N(
zN^G}V_764})Gr;GC==0kic_Ho0yR?X68#(IbW?qd8sAKacOzI?D?s4?-X_6FJ{MF6
zqTa5|RLEHiT2ls*9L~-yg<~vZ`(I#7u{^gD4eFLF)?B@IZ8(8fl^7cZhob&9VPRcW
z0B(sxY{>j-RUw^s%+i?$Iq;`CY2g?t2ls%IMe*Q<2ai$2ug~VYdRO2K^JE063YfT)
zd`{5KtQ;B~Iq20AK302J#H*|c;Lk&T7<iAwlv-ykO52v7f0dL3I3-pfTH+$n>n)sx
zTwFe6o=puI-VludT~LB27|i}S&%b`W{584%)ak{-g{!|d*3JgXJj%0*vq_c@%7_X(
z4jHHx9pttG)}n63dJV7*>Nv}`sDB>qy^h6ozV@TAsRv8P`DcUa+Vx}ydNE)Q^5MVX
z4(kHfp1w1ztx>vR2N)Do@ytZ67Tlo3B4qez$2ZrCt4S)jM-6#1wjAc<ra%VS;Q7FE
z5o}H9kcz-vZk-U8;O?4KjS=?N1CSZzPWQ8I`9h>xf||;S=c8%we>EjH)#mkQ&WBu3
zRIgz|<DT(wU=zN{dHj~A$jjxCO%ft&u)#?*aw=|4`FoTtEm0A1*VCbS#JJqwBN7zQ
zeduSBPbBAnqtlq8NU+M!E9c+;vtkBE3$l5#^%VIBhzvkT$Mcq`dO7^k1BXm_Iu|^1
z;S<^o#X~-t1;D?I^aJ4Zdred<_#Y$({Qc+zIb>50Jc^8Tx|Skm+0|sUe||tVJUtfu
zM9dH2>6s#|ly!d`?;Rd@+$1(tm-X#WN6Z~8lmibH2;O!~-7u}4H{+mdoNFHwfUY9a
zgrflaTA;yQspo9S&)1VO&p-8gjR~SKi#O9xpQBU`-yW=aLJi9GbRw?W-Qk(c^h1hl
zr?USYCX}D&9YEG_yAws|Ozec=fl3D$28<qr=BB<A4(Q6XB6jOAe=2q(V`Vt<4|wP=
z)_aCZet`Bj)2Y0Bzc1%qiyywR!zoMZ!KUVZmcIQIBQ&OMtfSu=@@4MA1H`WjHxZ|J
zjN|_JfB<uo+o>ziNXDCpu?{v}gkSXX1B*S1Kxa$kW|wI1P{zr*IytI%BQ3JqwGXn0
zgV_ToLC#y#37~p67!(m>-O&COF^jPQ%Yf=92bUVx0$MbatYUS72ZVGNB&9L(ft(a%
zGZ(lKrx|^FW2)maJ0QWWw@%Plhn`Arw_2H*7Ynv9YzD@ZW+A|Geq0$@`y$hL?3|gj
zivO|bLre^Ubh3m*fPWSfG&47NAJfb-kv|8~TIpt`+h4;vku71nBQ+(|nn?+A9~ZfJ
zf-i6@(m=|2B4}n~L3>KjLg5ndw_h^h<o4bjKCmEltBo)ztmhvJJ=e(@2<6E`!Fgc7
z8UNFxt=g*Fd(TEVqy-_+t{XM4`RZN6Pjc?9g|DC#>gFR>t?2wp@YQn?AZ9yK^W-^8
zOx9`MA1{QXAr^Q4UXUgaYd#KYSyBPHr&jMht*wpqTW`BMO<a&ZmoC;+bKqHTp9!7g
zGEsLu*9ild6L`ojG!=(~h1T$s!XVY!94x`fj04(BVR_St$3kD)mNEI-DMX;XIj~V9
z>6gie&BnEpgeJ1{@(p|6p&?O<<v>!bez$J^avPUwX#JZ`Q_eH`2M+`?$_Fr*Q)Q;E
z%VP8@BO{DsmHC4R)-UHHbL}%jLh!NYOjX`Eno6vFx30CYB!alTz=x=Q15QmQEi>lk
zORYpDLmbx^%+yrD&=3zGp53+Gl=J@E^EW~+m_=Lq4o(&a{TicK-iAImDBu621nq|N
zz}@@_QqY<r^LeuaGLTP-1B$J8ky?Jd$zf-4MNh`*?DQfA_o*Uw1a7tO7sQ(3mS-U1
z9c<STxOfLzp0P~7m^LUixB^7Hf9jr?zWtrry65aqAr)b#(=+@kJRfaW#z{6fz|=pT
zBeSPvLLt=<P);zCS`T_>%HW<#YWhjkRVYWTd~Ga)GiAukKo*nU?$sMWsxfVNKI$3v
zTPMMw^tFiRXI3olhD0mwZnBF<3tVudyK&xz67oZCk%qOMAw)&=49AcGAjs$va*fgN
zS<Y$GoDViKQ)*GU9kDCQs{{r(B%*I2mJsl$S|Io`-+9ieFnXQpICO?0XJt6+NpW(;
z{Xev<s1xkgy)pJ2!P|zFp7l$(t*u7A*&5wO^Nd*hkJE`$MCGDJZ+VB?Po<t)3ih#V
ze8y%sic#e<sG!nmKPVhQ3OS_p1<(lE)dGfs6R0Pc*R5u}EpRLB+Ps(FvQ$zzPkbf~
zX!>9gtMgrSOj8U9p4yH;EQQj!!sP<jPe99#@{N{Xvb^(|(ee(2MqWWl<?9PY*Anwu
zUY8)n>+S|0*Rt{t{yo?Tlbb!^Do_1&h`P#r&|1qXl>MXt=r?BKu&+t7OE*qQw^!1A
z9FNZ;ZF;or-Y=&6uX5KxumzZ{WHhCDto?kl*r_{%Pk^wXd}aa>1B;RL*{I#ZK+{+%
zg#z~#%Y@F2{zmdJ=b4RF3Y(_@pwmbKyS;q<?%J9ojR5(m3!&N5;a4jgSaw$vX%#3x
zeMb=IiYDxV!;#xh6?l>g9IH}RSF!6h*54Gn3Lawx6$23j6YgZ;@WB0YppzVX7K@QP
zsYnhPXoOpV;dh*1ouR!pRxfIdzr3ByK}C1U5!=_&-p2*D(<j&L9oq9acK(XFeaj$<
zc9i|VbTXN{<{xF9xYOLmE#Vl^?0`~a1~&P%+=K&6bpf<n9sU@`Gzq=l&Y)iv&aIp@
z>Hk>ab{tKJrSgH(IObWZXkhu`qn;~Q7C05FsOd^9TNh;gEGph{@5*Z(jP`3UoFmf#
zN_r+F8Y3KuDUCGquwI#|$_(I`WF_Nv%R-&#2xTZyQUL%5+<E&G)@+xs>~}txvIp)2
zEi`Kc;SI7+FXrX;78-1(!uwnO)=wlv5X^~@w~rJ`(%ka@FRKnxQ2qZk=YBf%r5#iu
z7WMMFJMaCEB?t0udfA{bb!`*Cm{9a!R>)@5ZUUq#$k{hN#}Rf~?10n3n-OSNX%-Za
zB!65-w`Za_aCXDEMk7^j9IG4Rr08iRKEu<SDuE$V67`Esi|WkHodKOQDJ5wH-X&D2
zk(6*wP`~)i<>}1d%1a=+<~X%Ox5(@TvqW8(O_4p`3W8-Vl5_&NM<A2$-;Wv|8Uj}!
z{x9U?5a6*@KN(j7>xFm>JtpjP{0l8lk%)_=w-wK_$kZ6KOD&Tqui!1Cg1o#(fH?Kf
z%u}nBgx3@Wx|3|VzrB`;=LKIBJp$Co8CsI?1KK@1H&=~gB^_uN;*mQ#hNLab1U+~=
ztE|u`z&oECfc<wn>(8lhW-l4eQ@wc887ZI-2i@{#b^{umAn~j~{_6loRxEC`V<meF
zAjy999JQQLdLX<ydhKt(aduxeqdKttYmxJ-+?n>51r&DCTndI>gkLGIR#^+v%D|TE
z;Hdl<n{VAylwpV~p4o^dThDiF_qZ11P?%~bi(T;s%U2Hj3FuyJ!~{TexysnU&4B2k
zVpg}aXTWMr`?n`eXtTj;t&W)z3blMd)k5<npNmvGaboSr`8QIb;h#-2(WKqf#7`3q
z_9?I|r6h$@!Nq~%ko`X|J_*{s7C)FI50&;j4&>FX{cIZ=`}V&^7*6cK1ClbxB40@4
za@#`Onz`1hrP!xD1c=F%@$<zXl9zS6Y$g!Dv32v?69q`h43oun%T)^&LHfn{3S>}7
zG$hz`=EB8j`zH<7n5{aw*i)L#k=)jwX<3I<O{Q-pe<Uos=&QutY7{#s-*8jN+H9xQ
zcz$~>DpL${WJnQRaXZwkgRnX?@Ahgu5ah+dw7z`t#(HyX8RK?uUITK9lGRezG0v*G
zs;Y>{dcB%rO)CmaC|?eIJuqJ$Iv<d+TK%8zKw|AlZ;jphYiQw)C|RHO5J^aUe4${8
z{0dZ<0;pZXd|#$4ak(hA(}NtM&&>!g3l-;USA`y#nAi^;v@$Ghr6w&}a4V^BZ_%6r
z&8#O6si;me@|Z`njhX`@@ifrjsvqcm`1O>O$ipG=>@*k2M^~z`o=dqK&p@<OHff3L
z<J$$Zl)#{LV(VH(&eQjkl*^#mlPqL5X2qqE8^!8Kj)#NJ(ZD|;_xmoI@dFrj-W1Vh
zSsf12cPX)5I$=(|sVn!^7^*}qcwBx_UNt>AoB9rMYrBwlEC$#y2zxrAJn=LZZR$H^
zb>KR|Cv)!ZV8>nNA4Z5>ft_t!itx0i6u<u8KOvvgtGX=<>v?@wm{;0qxNl%e#<TYC
zRRcnIhWZ>~NrfU_$-BSt<|?S^2vIy=oYl%rd4()DT+VReLKuRrGVJ`~7%;!~jg%u1
z@E%&gsvgkMeu8n#r`5*!+<v_lpkN>5@fCg@U2QmjS)A&#0^DN2<@2DRjRO}r_Zj^=
z;Eo&-Pe!N=#9TCb&ur#B4kq!3z)gqr8R;{Qw0u;T6i>2P&~h46yuduLq9=a^iC<g(
za=SU}F8oSDX^i4}F>L%DX#U#;yw)6|ikmu)<=he+#4p|0$&eu#**0mw99j9Q_URl=
zjW^H+OFtX}mc61~!4p`tq!lr)7d`LXqs1VASvp?zzE(0{-b`j0uqyecaO)4iUw0tq
z|5`CsUaD2p43q6v>CcF#rr59Lf&fR(xarpzn$(9m`?#mnW>T;)*4^0fKq$Ada>ND#
zi7-+9bk2xpR5%7xz1uj^P9sgOI5$cW;XHXEJ=P@Cq~oMC`P|AB1LpHnMz9Vqw)r;8
zU=GFur#tZVeYoUIF&UCPqoMRmPT=N^ZyY)&UPUrpAn|5I8>fBwp{eNyAQY-=y$W-4
zuL#YrAI#n5Z-sJ^-R1Uf2nmaPPEWF-fCw}%{%pl_kn5z)Z3HN?)j>gti{d?Etem6^
z^1ORVE6VSu#V}7D>_01Qv%vH?T2eX#33-%XS*hN3XVHg_u~V<WzrRsb?+#JTZ}1e;
z*u*(7x8|wuBK^`<J<jV>LbyF>1m|LjWS04iAmG$rJy)0(wCshmhWv>s2UhRg%~0B$
z$qOJZiSS$YlB1WXNTuTmr4i)mwh>oUGdu?g>DQ)DDCeQSPNaSTz!*rNllQh8x40YU
zwTP4vkVQn4$^S8P@?`daRDvwNq|+L(j%##6MZcoqGMfO1o1rX#-6?*U1Lnv14ES31
zf)q%g2>Buu%mPqB=jQB=;KzDnIck7}3$&=LpD$X_LT!k_=L%yMF%<bomlnc3`IWt~
zIsZ}`jZHpL<uo+`y{LG*VM+#nijN=Fhmuba6KHem1=m&VI~6)7c+t#%qT<T`W%GDy
zUJt5T`c$5sDOO8Z#w~zqXNpVp{A2jjn$7os?Z^q7I&p7TwR+Dm^hd9~^<Ohno#jn~
z2}>0!@W@koeO{B@@H4?dMAtz$*nyVIxP|Cn`j}bk@4Dt7IkHqi)9!9IV+5|8McZ(Y
zGvo}+bE|?tBgdl_M!QnvHFfLVU=DS%Fkj`VQ>bu;6|%eV4}<bp=rp|NiNXOCb%Vzu
z`=_!WjToC#71c#Srl~n-KfEVU9_NMwACfEnx{W*?ds@KwSp>!+8#}S!R@S(DFp9qn
zIhkDH342yb_+<nZuIc-&#w``>`%O7~h}v_mD6p+RGAPv!mxrHx#=o#*o5-hLI^2_@
z<KGKwnz__#6rh<Zcw6e<r<W?<Xw|7#I@tjZgyKtm*&~r&!k3o3Zc+Y`pRKy5eFGMy
zwi-?vySD%?)B5jlh5abuMw<{41^ZQ+=zLqKanqC60NPPJ>6_pB4ojUZ4qreB$vsH`
z=tD2;FhXB8g?+N6GQmW(?H!G8K%H~fVVuKU6`+2LE=~EF>mre%dD>j_a$*J{o@N}(
z&$t(M+N}RUS|<xnC|^T~<mn9Hx&{8>SpfaG+4tf#ToR81=$fVJKs`TIW0OY8{|n3N
z6HxfWKIylXuK~pWoB5!lGC>I#asQAGwGuj*)WaadI>19Ey<wC7FsE=EV{-5xYbQ(X
zGLP?PGCLA^z0)IWz(2I*$i&C~JaCG)zHya2Lh~JHB>jv4Zf>yYh19@AV2en=!gBoA
zz9v6uk73W11{=wM*`<|CEp9VBuMpTCdEKrm%)mKn2o<h3`uY0H@}?5=UCJ+=3504#
z57BA%dr=`FUiBPQ4~3DID*A<n-fsciaRU~{ixMRd4gzNHDVH;IcvgfZrMP|f8v@&{
z!e%0_c9*n2pVFS9sut#+rj)$GG7Nw=HT?(ALX=8Qul7OxsxthYfXso+mcOGq@yr;o
zLX^%Azq5FNyB%0iP%yj-vqan4{QJHS-v^~H?=UAIN{pnhkh>3}c4!OBxQOsu8EH01
z6UI&5d-(kV;BCS+{=$HNC-!a$4E?Ta2k0@#rg6n0k*F9iM`D|e%kUX@%&<~e=!2O9
z)F{uJ2=+=Y{EbzqIWO&li+%!k%fx`BxYDrHK7(QpGno9oQiq&)(i1q*|7kqgKyD-Y
z5{oZ>HS1UQZ4TM*#Z3WzDZ<o>ZyZP%(_m@X?hMAQOzdDvtD^z)sU)Vl56amOicgFR
zH@JUsn>^DZSnsu49!u@mBM;t>cM1(X0dlk+J$%T7r-@KODb#vOM%(v5SF8I1oogk{
z;3c@UrAYfT>jiFu4bJ@~9A}?N*m1?#pMkjRd0XSxPEVlN!lb9b_~7XQJx|OJGR!)x
zM;tl8Hx&J)T&D6L=Im*(T97!ukiGL~MLf^&-vtIOA(l+E2w-iomY+9Oi)1?{Voh$H
zIGH$##`zT20iQ5Nr+h$Ym<6n-`Q&jo!Tk6vY=+iMU<dtm15>xcz^%8;#1so_)CGvq
zXCWKIqXFH1MJpc5Hh^dwv%}MMehiXsx{s4Sn$zPHMVN5?tq0ax)%zS2LzWBWO->Fs
ziDdp1VLmZu%g-U?YZV{7$-~UP+|F-I!`v+KNQKj>qGHJ8ffYN?LRD<&ZSt-?&1px5
z3R3q?=sJs_;(|S_xcr^Yz~G8^@z$*q*9p;N5#|QD>Y<_j{gC8WZ3@?jen^VS0)3|@
zB>}jt4Jzb8i!?Onp*?i@=~AX;4IecDD>P4?EWTqRBqTD7`XmQA#8tNT0SGHJdt>j+
z3!u)@q@Ls5hlASuU=_vNZBP-0&YijZm<AGg&o)_v(eIonWk`u-hb4%L5(AC+znMRL
z4Yy+{xt~tFi4~3rl#$tIrGRid46$-**oLc=At|{lyY&njwedoJz+i#6M;PF5=U3R=
z4v$3K-%izroQK30xnDZ7fTXQ+4d@gG?6sY_w|)RU^Xc-u5nVk6><u)Kzze7d*%?O9
z%QPn;eZOd#_EXkCcm$Gzh2Bn3Tq-tdg#9Cw`L&TST1C&3;mllq%S>8l!kGmmsJOi(
zU_*p_hJ2{a0^=)<I}zt0!S7C$p*8?er38Q~Z$JoiHA&KVa6V;&>sU<R0JZ~%5eo1{
zRaKpcTM+VM5SVjH-I#Fe80z)y)6Eo_`V0X1x@!%ajdacJ3^d!uNwH$MG?n&XT~?Vq
zW4hx&;H{lEc(Cp)IuO_s8IUoJOqpYh*O2m$Y`}hUn5yX5ReXmwB*I)Ac$qf~8CpC1
z;#3fCz*6*^)-h}e!OZMdXbjJK%0uPIyNm$$H^~h81!&_bQs6xJlOaWf)>9SoXhqK`
zX~=@qbl~-j0P9}9&qRdA48}D1_4%%~^VTmpPWYKG;<y<B+!v6Wq#d{^0r<o;qWKRp
z35L+yPn{1ACi|aok^$K`Wlc+HV<1PE*iW|{$qphbmUur$Xt0XDs|D@HtWeRdw?g-`
zJC?~*^XDseH~q8}W&(EwK1WDYh8-1OQuN~%-JiI6Wx@XXpqw?w)(x<1`#3kF1n3<C
zoXxE{)a~QrA-wT`-o8Be=?}=8Bb#l!O>#=Pz343{KbjPh2QQvEcisXRRPq}L_~p;Z
z<3x>jw71Yqa;Psr)UJ{PA0auxAzl;%C6A_g8PUjVDI6Kby7IG`JB;k4=+}1$O7g_f
zL<leBW|Z{oycAaV0r5uzpR90P6Xusck=&knn<y(4Z<BpSJf}Lz1KgQp8}iWS=eCqB
zEuS{|PfASs;%10Dq)nXl%wzDlE2c~0&^}t=q|b$gg|z_ol!D#$jG&U|O<0X9nQ?}(
zG-7~iYyELy^EBXLeP6?LbY%#P_>p%;2OPwHC=7A|<{UlAB;UJmRwVXTM-dtzwoiZD
zN4k~+VRUu8yRS&=YaGyIOlC-HV@%sAQGRHc1$3*2VYqyze99Nzy!Z&BIJA+aQUsKl
z=K-Uf9Sp~4p#k!)gH0LCQVcs{HOitkm#Wm5@7jzdi&5+VIw;sZzPs`7BrTF1f(OP%
z#ZXC^XCnhKJ}b)1cP|6EDvRc8Z6l3@Y?ilHI233&qJ8;iv|lsZZ~tdC9T?(liAk;U
zP9hwrWyMGT^a%$*4*+1b@}(6Z32?(fV5Qv}{G27{ZFuDH8mMM>S<WadN(Enq!AWHb
z$3lW1Gp7ck-LhI79t^<2%E;+x+}$~KYv_xZjL;q?)VSQ@{Tt!NZ-}c9@(*Bxb(}bj
zX5CZY_IFNaC4^mE`~eoT000H#g$-F~DX1K;Uu$rGO8Qx~a53w`o%S#obS63>Pd(CH
z>C47b6}Z{})Q*<Cy|S-K3O0ed+0I7c|H06E+)b(7fkjl!`e97eTwNGrV>^VKxelou
z&A5MhM9393Bl+fvf*&eW%sPf_-M)8h1!_MQ2?QW_0r&ZP+Z_UAkeFAmoc_ZFfF$4H
zJ{!^hlFtBiSijmdCp^6oKUdtu-^)m*=p>Zxo@6)DBMPGmzFgvcXr6lTjELggO!b+f
z6sr5_j<&tLlCKc(C`XlUpp7}x2KA~~?7!9=FdfE<v(VMsRd>LzOL%SY66q%3&mR{5
zHQ#8SgEXw2#LPpO!v0UyGy(by<%TyxiFW<FlCMSC;$d%kKB-mm$AHL%YZ{{<)@c=+
z1hPifZRc!vjNQAh18bx81!ECk7vBC)d|H1GEKg=_@00ItF7?HpZc@mRl$b%>B_N{F
z$K2$a_hxFV0pv_b!2ZHqPxVZ63Sct8RwaGsa@L9iHE_JRNveSKR=n!{`!BXzxcm*x
zkN4LA&<~Q^NFO|9{5ft%{HxPACZ?p2W(Q<K2M3Yl8R>Jy4Axs8o8>nX?(KK2XeSF3
zF)L7}8hr7AwRO?IxY|j>N{}U&=mci<$Mpa9qv7(q6<2)^N(jD-@4YlYb{seqxnl~7
zFzhb>0oJ(5aM+cB)<{V(_;r{6Er|jY{yPfae#UilhgRk+$OZZP!>oT%Ibt>)IKaur
z)yg|N2rJ5v5PIMZ|2=#_Uy(;3=}#lzx1b<m-J){Qo%8|CE0FoW(@q5?CdWb)rA~#L
z4A*<n0dcS={SUAM@6T3@rQQ$l8sytwo?kUkSFiui+0j{l0o#Am+*<JdJq(b<fV&WU
zf+S8zKe9QoxAAPJmpu=sZtnX4F!VucC-DPrdeGo)Po898e;g<(TODpaNxW$bC8EV@
zQvwPgp!q)Ed%8&e!*2M)(b4=aTT1(V2)Epx3v)dC-I3kyi7ph+&{R!Ny2$IZUdg50
zV$@^rV<Q%?otLtDz=h_^9Vy5^i!L@2z@0Yte^63lv@iLFpZA;3GX?+w?FF%gSg9bL
zk0;qW?Q*E_lCax9wo4bX^73*z=w1yBQn<0njbW=M>)G|Tht4rJOud>5iPtwVuEbBf
zovUTo-@=<vqCfmRQV^s}ma?Lmj^eJy6i=4!cPRtC@i`mR0<c*lb)BZa>7h`op&sb-
z{_o<@E^BO3mp;OC?X0-KK3vraOBEJyHVD|4My+LN1L~2pi}P5KOMu_|H-}a=BtH4m
zDErLG?98L-#Qo89E`#YN5YnO`&S3CE1;Sz?bfxO2@9}{uSc|t->*lA1<eCGOUP{cP
z^Ksi~)np->dw+(Kl5l><9x2xZyGg5#+^+4#$je;7U0^A_TpRF5P;fgvluMVGm7-1-
z+eO-AZ%c_kK|I7AM+qX1BZblkyojB>tzyypYM8C<dk{?NjLe~4Xl@QjkUwslc3PYS
zS-;V-CzMEK48X-w4@M7=xHyHvpDj1OUm`+Pkl^5yn+12_SV?*-6=MkiRsVT00$QpY
zAeRbSwkPi-eL$hUB8=3Yx_){MR3vC1O-(1kU_nWqH$Vzv5HAsbvZRC~)r+7!RyiNB
zYUHb@PsPIL2+TpKr7mzc&r7-8j%f-c)a@TKb3QNuv2XVuRv`I<u-q4idpo`VEbw^U
z82y`gC5S~&Ze%qm(;vPl9&au61k8INj&6Tqeho~rEh=a<e<ySLQ!vCj_9h9EBuYFW
z7)$^<aTsuhhWo!;#C-~6$!>QQ1(g_8YGDAu9srF`7hj&Q+31ynx@|*%MExC*e->*$
zpOFP`ZZIWnf~QeSOQ$Bi)<%eh1NJu!^gmQojDTcx;$dS70+)z&#Y!+R3aCu|_IGO#
z-!EDl>0k4`YY?<VF!r3z-}y<W`N&O->vs=dS!0d5K)M8=h=7xQa3Ce#u?OV4*h0#$
zO2J511pmoJx5O2XZ2m4=u=nye1z3}2QessvDAJLAT3Z};cPKAi&RA1Zb*K6d9j=Be
zNTTT3`?})taz*p{BiRyw=4toWX`6#a2PAdYO%h(*IY5jK4-VcLICFBex%po6QSa&f
z4uz>9VnREISI?uhDLIX#PzmGuCM6wyI+B!9oHA~94qp-=W{CyU9v6}>1jK;=5_xAk
z{Z8ECh=JEqlV4e1BqZlDu}+Dy(=}i#oaburZjg6vR}=cQ5eL{OXFwVmYHg}$2V}Kv
zzsJ3S`?XvGRV0Wv8!rY7^lG;mPP8p|_v6uz+FSDq#V-Ccmg&Arq6FtQ(}2}VdwPo=
z3L>E{H`3pM6PQk~s&Q-*DO}gcD9@&Yz&7caO#|Y9_-Gb})CHDulCW=u1>S?QANr&{
zm>^zhmr?wT+GKlX{HV07R|bo?wf+EPmAM2R@HB4qkp<xEgN7mn&JG~WQ}aL?8T$R-
z;pv0?KwXjM20hXvyV^-E(y(3=xY2FTSh!FCDm0jo_^0<e%L5MHN?0g5A3l%+Tj6n)
zb;l)I&Wpqv8ti{1HW*~*)$v-cp%IT&bW+*dHy&i|rpVrTg?H`k`a<R#FBTvDXaOYA
z?Wp?F0b+HPk<2Co5Gv9)Fla>>k!~@!w@ZL-L|vpA6bPX-G%!#BsE1kRC#!;^-CElH
zFL;Gw6PI+QU@<x*0#WcOB5n>muH>N+#)nT&5d|IDG_gVm@#tg~Y1)e|J>FMF5d^r<
zudXVC<;8U3MBSgT?jSHBavQ_^a({;T(eFR!JKD!#T)2{R)GlWWmZ4O;lbW+Zg#onf
z-|2A&OB1<Z5w$2zuLv^JK!3X=N!(2HP=;KL@qSU!c8Lp2jk!s7cb~mp!t-%8Nvv*S
z@-+SQ45SCZ4!B6F)<PUpJi{B2pgYZ`n{<S^4DA9t*Y}I=L)j$p#RtR}0942)J-g2k
zey!T?EWu?!VUtXtlO*7nF5>>uGc<gs4I{7<Kmv!ZDzzo>KY)^SzKYY!2Fn6K@roDa
z#<JeyWy`cpD|BCOk5kVrRC@Gxjt12~3leE;(96#d@A<nU;VWZQBig0F;(<{ASEbuj
zgZqDbG=IF<tLe8Bl^Mj7uW$wNL$PvyM^GAeckI<0rbYW>yc==BkA1YwTy&=o2Nb!0
zWosS8noFtvJ;#K(KB95tPc&8X)JZyln=em;GuuGlMH)tR2JYyHP4|*75iHxU-rv58
z-lSF_CKl=eq0!b_Z{}nBmY7QWZvs=R$0Z$kF5Tsh*y|%HWpJ|?Cpd0c()_TbJ+=T7
z0`wIr&h=jJ=0xFxJKAX5T)iv9I$qO~Cg#Wesu#{O1b0gT<Ro=tunQy=C=>wgwh-oW
zq;!mIInD<;F{#3|#5oMkP4gUc1zm6T(YBxCF_^Q2WqWPhlJ;~Ffa~FHoBa!$al=LB
zqP53z=Qm^!pZ-%h1{4z*+wW8QOVos1yzo|-c(uB#!}fu-^FNiN0{W}_;{FEgu%J!^
zB%Tm^@m3+cX+5~KZcZaT0OK%?d$i%D2SSOBLmOTrAklL;U;Gcf^@k+|#wmPGvd3~Z
zeA#-pF?&X<!#dsIWntmB9fj#e6>NZQC}<G#=*}IxAWriS)6y5@*PF%W4eS2VlK|L3
zH44hsNFtZiB$sa%*9ZM62GwFP9d;U|QU^z=Bq2v%b}!M1n1Kr<A1jd@;<x7aFivha
zRUXtrlG_`<<woGHe(-)}nuqS-!0XF{-~JtSW*zCfUT@>JX~IqP9u5-Ogh0RxosZl*
zlJVmSGWXh-@hlG5JAkeWleCfAt$aG$j{SEvXv5-wLs?)HDmnuW%R}@1P4~&Yl_*I^
ztC%%p!G66{vE0y(*NCfi(e12{&#~%#KUJ_>w}9*miNII~avq3*ux;v}imUsXYXl?U
zHh#yWbSuLdCg=7}azj^a)8}_@j*nn;oj@j3VRf}Kom`c1=D`GkO{zH4u3ugc2w=@5
zQg&&u2;jTDP~ib^+OP1f*{5Km3z;9i2*eMt!Q9#kjE{cU|5`;Y?EaiH<a$&S1R3k!
zSjcdWOJD_sTQz~sAnqCP;C<)QDcGbY%$eI&j+$1ty*3RG*73+6a)<DLk?r8(&E4^X
zolrQ}@bS?)uiFV0k1s!4gbFpX8LS(WZVPmk#&y^xX%Q^~&f|mj=yde8q>$&Nq`cCG
z&4B%pveKaugJwX8EXJhW!aFX?^$T8fmV^P_01h$D!m<$*k{0ZGHc(AN?y%FicYm*J
z7?l5c)=Y?&m$G)BAZyp1q39d^nRz@>h}Pl&<r~0KZ>R=n{F1=?`5Tmn=@->FNp>;I
z>!s320Mr7h`J}9=MrZ4I>m1>*FAm-sapWkMG~H~H=WBMotu6AnvUD0^b?s|x!I;a>
z7-pQkms}3v;O!&*IP-!tqU{V3J>l!KM1<JlOQ`Y3+52E?m>(;Es%F!71LlJcL4(N4
zTrXF?SES#>-=Voj^SplI71Mq7B)%%s_w)-cSF0X7l1~c1dOz@tUua<E3*&ub^7oF5
zC&r^HFNQLyS<yUIJp1xyBtz!rrLLDH(_FF9#S1mF3B}m0jRoEzfBUAbl#S%r6(8Kz
zv^3$NdBdC-VI$6^3rEZHZ`K~ByB;DyYdxl%ZpAkZ>%W+U>V7Cy*X)Ashr-x4W-iI>
z>9+U0m}i3p^4EJQFzw$zxy7B8DK3}yrUM2+l7zFv(9dvb8{1WlDRYnJ*xR;ZB#!83
zql(Ah4{W%WJ-v!AjuFXMkk8+1EtM0S2<goWU#NxOpi=^+zv|A8H5Ovo<IyP<i@)6U
zr$v_oY-q&%W&L|5Hyg7mG$=1cMMWWSLiRY!_)#v`6!IuyzFTs&hS6PLh|3q|&|{aV
zC1?AF`11Aj-$!RoVUo&BKp%+g%Kp@RwANdpw=oK~q~+n>lAx-EX~Z`<AXq!gy`~&7
zczxOTjyfHVJIYBPs)p?l_pZ8mmA*n(KVFcGp4mBZS8fli+h96kVVoQG7#3sYg(=zR
z2go1FhrhYNCBvfpKghg3EBO-_>H<QQz*K$gvoo@SItcGy{G!Jkx1_8RxvDoaS#LLE
zHiDJ*<yguNW#VmlQ4sr{-B}jlobKfGZ5z*A1L`W+=T<!tRvR`F^S|ytdHb~Vn>S;K
zqd!r^*Q}@C&TOK~ViZ<3Z|J2}z-HnW@>k>y+uAMrzk=HBMO4)AG?#ABaqx>5G}nID
zV=$Zn^YuZmo6F3nk1zs2<KEBYWNJ}ERXlfLmZzgrkISHwcR*Ja%tQ+Vee~|#4qfz7
zzthi4Z4PV7-M2rPt6rKZ1HdmtR9EVDSOQ%H17MCpI$cB>KHb4jAHUQuK^dN{M-K0r
zbm9wB7T&R374J!2l7ADhgMj&t_9J@+bxvj9Ft<srcn}hONh=@5Z1%~J_*z+M^xf==
z*&j;6ezSQ=d}e*J9;NLuf|4i=;v-TdOKr9Y0Z>&OlW>{?;;LF=#|%~u-}C`%cAzLd
zvHnoVR8*?@O#+?jmIcC-F!TBebT_%+E-`rVpnP`~S=7{L+u4M!!_EbAghs?Y0|NbX
za(p*kFt|(Z0ByOQSWaWY3(ikL2#V+~wO!7t_%%KBNx}AC<tE795rL(?`pn)={~W$y
z%|WAT|L-_M9Fwu380+iTe5l!%If&x`=B3s8J_B3ZNatokKk9HZe5Zv=K3~YhI9iw#
zV11w{@BZ}+*h~j^lb%Wt_N8&i4Zb4D<8t2;pS`VH3>IgQ7H+6Fw0`M*va*Mdqk|eg
z!aBI5Cl|!Q-Jb$g<}_~|Ti%!`%Nd9v#1#=`s+Qm^H45Ax{d8r2W4`&(67A#x`m}9D
z^wE69?_Z5hkvZPFy9^@!$z2v!g<wW&FtYoo-L*A+P0f@`lDXH!U#UHCv$=S-Nd9O;
zd1oVztMKX5cT?Wh`IzEANuY^MvlA|De}UBl0hZKn*IE4ql2sw<dC_O~vfTP-b#NaS
zKv`Xb+Q}pPbi^+W!cv9cnLh#6vI%tJTdp2QqtinrOG}S(h)&lPLw2^e+Z8wFWA_7j
z*Cy+dsIC5D%+VfR#jh%@MwPm6f90Zzt98!y$?j#YgO$o50H6~*+pxW<Ut&ghv09JM
zj+TG$s=#l=#&+LqWU;DyWjC(@_Q)eVlwne6I<ay;%yOnHx-C`2y*}YNciF*E7YYY<
zn@MeY;_k&1dd|Cu+LD_e>a7Zu+B#jW_tKto=G=IzY24ubkx3-u`n|DwY)O7*ASlZF
zdip~@^8gTB3&UtT_>tv~c!~y<!D-?uWD$HU6}7*=FDXj@YP6^SZCz<4I%jQaLwaX-
z8)O3XagETmyL*+&et2so#pN8ECgOiAtC9{o*!3##^sgHv3Y!a6UQ#O~L1tb~Lpb}T
zKsome!*SQ<vub%3qAU_9V%R;JL%qy6M-OlQm}D(<S|9IYsrRS3<jSa5n+@CA?%YjE
z)G_mRjGCHk&^9m&OdEX9vXm-9xPQD;ePcwl;_Jer_#7&#5a1XmW%%yH8XMi>zI}TF
z{kgXY-N;Qbl_uUv@VSFkjv(}?eLp(n4@0!@2{FoNN+m{Hse#AgcPGma&u}1zFXX6y
zW!W8{mcI654f}G7nUx67byC2wrHPk?jJ`H1^TXV`oa7GIZNWZk)%!7hj2$A;(82W;
z`vAW=DbRKPhOg@gA0<nUD|BUPxkpQ&-T&kAK6>XFs6s@ipJ5LQJU+Cmyr+6mjP!ar
zJo0-aO2l~t6p`~<abD8B6RIqbCJF-{mCnwN*0UlKY&QFrK`Xg5$!y{_D01`U`#`Qs
zz<~%TJEFYvU8L-tHUG!e-$9Q@kmk^~zq?1@&#&y-H4ZRJZnFPz`oFf<;uq?@4mFE7
zKdGG!A6amBf7!hlKfWS{I@1D*<7j<(S7ohQ&#zr7fx0;Rbkn`Q4~lz`j>KfW%#A%8
zXXft~wc3DVm0VjH`sDT=`jZ#ElfYp2p{8cyhZD&Ys#{&i$#WQ?5Wy`KX-l9kJa?;a
zM6K*92;QV04#1mzcyWr;s(s;mW4#V7gWz9zYw^V4@lePKh8PgCC;zXf!Qu?yk^Ocd
z?Irsn;fIa|y<n*NdbW{cV}3EhyaJ~9_lZdSv3&ko*`9O`NbD&5;JT3JaTa}R{v!W9
zrzb0eQ6f(UzpW{h%r!c{mRTXL`B)jx)VUs3k;KT@zp8?6^fA+kXD|Di<9pkAz3YD9
zgB*sJMvjNE$2bikGuhDv_Xmnl898_8%3q;6z$PuR_-Q7O72vCsd$j+oIEeC-$+7IR
z>1|ax*XcX5%L&0~$E5KUNmO*2D01oM4xVlx<{Yb-vuQyeVVFGqpy0&I+*Rkyqn)v{
zaz}f<M0E;Q!xpo~a7Bm4$T?MwUu1fu<tp#~>rCVJkbb)7*y9}as}3?=HJ}H3=0NtH
z#O<Pv()czjDb(c)$p&VVrPgsNPNbc4qGY3Y617wamN%HqLsB!8Fn9gyiS^dD!@n;j
z%xtuSYsZ^=u0F<oWDm?gSp8FcO;G)=guz}ww#1>Cn2vSAOcwIjWM%spe|m*V+K6-~
zFg>2Vp)KNjEQ>Lm-Lz@9j%h0rcwOPp<UUzoyg|s{Y4*y@be+r!&=rb9O-$DCEO|Tl
z)U@-!qb{DFmU=A~tznd+2^>px;_KxFnllR}wVt@w1~s@ZnT<S|*fNxFeyp+VohW8)
zOqJuznNngm35e)e-_3y7)u11?x1*^}Qc@xM<wO<$0d4_fqL6h}r|>TFSj(Vw?HFn>
zH)}ZSea%{}ulx9Wp1R1bZ+~|{Y6n^%yv29GJs)l~;b(DmH^6naW}=LOSCvFB2#efR
z1mm22Hj{<_Hz}!}UQ6A_f8d1ej?9Nh<Y>g)3&zU`uVM|q>zAhpc2$03Dju=hfmo}n
zkGMr$2lBtEo@Q!4C5bX=V)nX@*>oMe9kwwSEtRoscwHw?w`;Kq-V(+yWO`F<6{U<+
zJxLx$&0-y6Z++d}D7SOx*9hAaEt}XjD-2QWuD7s<y;+&WVc=ye14|=ifcmY^$e1EA
zA3v65!JAHk87v;Zm3op^^8_x2iVmrAp46H=DrsKGj$*=Pg$r}+5ITJ6$0qB<^V_pW
zQkPj?g6ca5k{)+s{)*t@49?7N-_9P@o7#AbR$ZSWcoaXWGp81RMuObWoI4u02`2rN
zwz_(4(_WkT5+IutFD<1RjjCQbWEOdT^Cewt1XBC$3f*Y(@PjOvCPymU?&9XpFReCw
z=tWVz(c~Kmw%E)(T+=2yL6(B9_&po>nUc&^&rTO4QVWz1v4qa2wOqaj`ojRX$gXjB
z>?~o|i+y<X=fiuB6>}WMWuf8P!(UG@{C2-}rW6oY!6Lnv$gc-#)0~x*&}D($S6cTz
z+{e@&XHR9w%Y9n1Y6<Mq+WGSHv8+Q+OLtvXW1|5h<6#r<-#)9w#MA>LW8bp-tMc=d
z_|<;ML@h-NiRcl0X(%8*tuzW;{!jnR1}+MFbbs31Cxc(hl@+F?5s3=S_j7>`-OATy
z&&N+sD_n0)?p?Qla-6r0tc9UG^!48?Eac=b;Dh{i<^$aW?~l*j$A4WfjrsX&<jrZM
z^`~r}%DLVmkn+5PTK;H#nf3_pJku@*%BCg-HhQK*Wg0&k_CjaljfIjG9-d~_>M@RI
zC*5j*ec(1d;g5(5?%VqgcG$OM{E)gywbgGO(3$~_7>c|RBP`(3>gSM3U8uUcCgMEU
zWf})g3<Kp^heARb!iCto8lCef;x}A@%kh`Wd`oER*-RwoH83NJtBY$~1Cm(zJoY!~
zSt&Q*;_^Y>2CW(sf_C-YR#1F>6qDvq;&JUm`!soh8<NkFE*es5ETbD@=@6?1QJX@g
zuA<{<Rm4v|y2bC-d4-<-KHsWAGM7X0{dm#Im9MpN)v(g%Vs4`0Ero4S0-$wHmvZ;v
zQDEbibLG_IiITPBAFM0z)t6nDdy^mL{5j3<@G~Sb6<U3tKe6lcH<H@uy7}`tE9eV=
zr4h4x=vAv-8@Q$Y(Xa<}&FlW{Y8WHzsJ5rvn?T2+${w}LjS#n9>|-sNLbTJ5Z}m6l
zv%kr-{2$@Bzic0;;WVkcnwfKN$39q>I3tRr9e*o|h|hoi?lBWYFq_Y8b})P=pu@9v
z&U*4jo_i*1of#CLmGXgiA}f5@sSTfbzaY%}7t$!2kw4m$3ErriB)}H+{zGT+TEM*N
zr0dMu_Q12G%Zx|&`S+OXw6gJwkCQ;5AWmxcs1f7bKjE4Khb{cX&8hw}<jcF7$BqwY
z-qu(9?i7tRHR^qNr>pR#poLk=;R~1vIlqSMOqE|oNMP94TNm|r@YKJzPS{j#Trta&
zBW&02Z)lqhV4V*?#LD}=82o+l^5Lal>)|hWxkS&d&7NOTnpXi6lHy<_ZXMy`;*qrE
zl>Sd&L1kp!>n`3adAk(gm8%;>rDk^=x!X;Ewx1950Ny}wno2OyPh0-;CB1(k{#G^g
zpxDPKMIptnHGz@^ov;YWkzo0Lnv&|SsR`=QBIYI=S$lkePRHUldVV1v-|#`iEWpax
z<4h6X{hOjG<rb*%_u}T_)}12!iT8kq=rGsAmX3Eh9sXu*YO(+{dtamj`v!Ex&<V0o
z1YQL6abV+IPr*ooGEPrV&&q-n;0T_HeVb=+Tn7_KzlmOW)E*7Yj;4(m0bLjj^lkSy
z^Yjapn@f(Nj#d>Hpi{B$h~-#Gm8~24C-Q+RA2GH;u-=>00U?<GhA~-ADEKWfB9T5w
zf`QhJ;;_M^chQdn_u6|{CC5-Ddg%O^?r(=fo#dgsqn?-Ly}AZbyWQ}e!|7>kmq1&f
ztLVc$kx5sJ!tq;0Z|DxZE+4dim#_>`XW;*Y*d65xYaSo>+nF<|2L<7JeGjE^BN&X}
zJvMWb(mD?~vNH|J;p>oo?b^$ORuX*uxiihJ{i0mezTWL<*3Ds^wS^7^AEjfD?onfq
zmooSpA||&rVVCZ^dHt^!;o#ETsJeBwsK3)x3;WUXILyqRM@5b091F-m03zVl)v1=L
zzqpLZF+M+L4B!#^{%h#4k$A0Ox67AWRmOqJ!UL;p;k7|++?Cd3=K;|{&&YN(hdKsW
zqxs!s{)T<-^-MxeYCZ>pr$p~ldpT%SNAX&Ad<7NlvJ<t^d<I%7dV67G+kIw@f9w)D
z{g#nPg!kopI}B++mO*>va`iptF+kn1Ka?U$vuGpY!^dF&gwp9ZIVm47!>;{pu?m+I
zXD0ks$cyVqPc3!)%t)$sM*`f;*QaQ8|H$WV(pv*s7vPtY>H+|n@L)hnVil9!qI3M#
zRU!f3{u58&{lm&V2sC(3{OqdsKKP+44mp#2M8s}%V+<~{jWaJp6Y#LhiCwR%37=&2
zzZq35zq5TA_C}RGPMXQ3&-+&|Yg3=vs+aaH$Gj$gf(v5MJ}$aGqyD!afLdG!J`%SP
zt1+j`l=r0$4TS4;Vc{VPyjiYbsd3J4b2*sm_0(6}HG@#z`_C+uyvARA=vMvszu5W;
zu&BB&TuclEMMYFVR7x78TTqaa?iP^lZu}5X>6Q{{VF)RaMv?9u8WE5f8itO$4*vDr
zd(UGr&YU@W@3q%@*SlhC6|&c>C*=iQP|?uH8y>bzB<wz=yS@CPYTpv6j>#m`-e4-@
ztqM=`6TcbvxI%g3Prpe=f_hZcP$12T>Th`C=XYsousfqU0u{(e$#gh%Z>0F;Oz+-s
z(7pa{F&UQfgg2v!bp8%T7a3Yh3PPO;q-QnAAFJTuo$VhP$?TE$OoE-Pn})?W&My|>
zOS>K#EGH?9F^;PiF9(P1PlN0K^9J5|AJJPdson+p^GasL3r7I}wqf45bzzk}mM~sj
z3rSkE{&lAI-1;3eD!JV<p3bLcInIYP<})2Mrj{?-HO>Y0&Jt_khuS$VEp%0^aF~Hz
zb9LGfaB$i+U<FI9Vmi>a7ROyATJ);_b4EtnoIIk~$!GbGx3{rd4gAm&7Z5&WzH`+n
z56p;HG*B596MX&?cK5B!0ski*9ek~JtP=}Dk_4ucOU%&X;nDPJ2G*3jE59YldgA;A
ztsqOQ=hDIcvHE`_N#CNQEg32%ogfh1xxOkFo#44Za=0|_gw3+Ue++#~r>#}7zs}q;
z8@f`{yG1Z;KXbG3HZ=5CxO0cLuS+($w@$eFyRIw(tgE)SFzuZ2&~Oq1`Rt_>S%a^j
zUGEeGR-D@t<Z^F6&Q{X4<ji)5K|ufuSPJRwiEYCB4L5Q$N);w5mpb>>V_pnoWp;3s
zlaNz(3T%Hw2%Ueqze2h~%93I5!}C-BNiw)Sv$lt=H}gu5n%FPSM$P|<VleVLkUiXH
zkh%IYu+EeL&R0CD@I2_P!7P~F>uuo`$nBAj?>0Qe4H@nx>(jK-A2r$OM`^?bbc8fY
zzs?<QYiusst<1kxVnVepMNn{SIktb$&IN1FX7?&6LndF@hQ*5wNE94duAG4f@ZZ2{
z8jpShvZC4K%$X-+hjp`?<8J%Kd&!bB_Uos(n*{SK%e8dM|4{r(5v^2@<O~%7JUQ=u
z<G=AL7MMV&-=8X9Zq0=DJEp0vw|ld*CBUhTYQ)6Uy(n#U&MVuaIK-3?Y?ig&8{o9u
z`$ok0!Ps70XuM#EK90Ba1!xaawm*(;C5Ek@RmYwIp8F$Lh6_uc9aVdZ_v{SYw#O-@
z#y&P>(-$p)>fy*C^E*p$xHL!?rekl14|+dYVSWdMu)=zmxH)A;GaTm%cr2gxm=Tm=
zhs9t3o-I3@R!%N#XigqJbxB=cKZ0o0NrycDe?~#4ERZ`Dl9YEnILXrf(YeV=8Kyof
zvWZWUjOyn0kGNMp*DGxPI=nSsW92CfioX~f`uQ8U25);!(BO|18+WJqG{nVMoXnu1
zWWYzaBmSk)?mS&)nuzAKi`TW{cpMTkq;q>BA5F2j*ruCv9N8m&J-J|_=bpKi+fx1o
zmWI{oh`S|wv-t~dP6;Tmv$tWtea-ynsdA5h>gwM`a0X5Zj;W$PS%lRXUAP5u-CnDh
z;LOf!%#?JNHS2R<zwST(LsI4XOR4bInXVAeZ%@5;F;rU4%_4g(4w(xNsjq%JSD5wn
zt7b{b%wCh&D?AMW=Bs_nV~N9GtCU7cOBN94%!hPoVdETyIAwZ00@ivnf+0exgp9+~
ztThOVn&5gaAue7((LA-*I{D>}rt~sk^zz+5)YG=yn@w?@tuK?^NY_VtJ1qyctL^gs
zZiY%NUS8OH2x61}i_73XwQnISPQhzOBz3uF<pDUmG|FaSMEAJWjt|hdJbRxX0sq4(
z;P^+=WBSefiO;$E@VG}>=lH`Ns&!mOUAEYEDsU4%CnpP2i=HK+%qlIF8Tndby1&Iy
zb+iYkk#J&4^2^MOEAz&06Iqksaj%CmBhQ}-zBLIywy$DunwkJn7^?#f{Cf?YAN#O6
z+}KY9rKi^AfJk;N_c$Q|K-0>00i5fm#Cd+^KRfwhPjQ7psn<S}`eBizlHyP5tdOsr
zUdzT~_N@_bh!qsoO?!{sr_2$SV5Ayrq@)-*Cs^bDegTsp8gpLAhg9lcE`wa-_M(m1
z{+6=G>XUfS?R`;;iE*m@MkevXA%-}fbkom1Q+*~=iaN8%4rmuao?q4*;b%OiqNy(n
z{3OOZ?*LBn0+!Qp0SI?g$`3u*WTHSPa*%qk)%b(FF%J*q=Ee!64g+3Fd;9NfEAL_#
zK2NRfq?&;-r;quCtnuA5H`2=0GhrKJVLo{1MF(*Uq?5FB-MrS-s;W%#EvuGf3f14+
z*UyIZr#!m?!ypgdbIn}9B=RhOGr<jV0VTisUANW-F%rL<ON*UCG(b&!|775#%I+ec
zPQ{^U-1FKpG=f^CyBR?-wQqy&s$_TIhn#+WN{!xkS5Ieu+X;ix@zBgn5)dO8^$G)E
zbQ>E}W7%^vNpRpV+8g(4pd$6;^6EUde&s)lVRG@j&t8v%nZwlj;}bFCKDV@odC`rw
zaup_6*Hs<HPt?eC^E|k{G~S!#uUwP8lD88dEMWTnXlWGA_DPgkJG=gF%(6RyyCm*$
zCda}zFjO6hOQxm^T^)&}(8G9XxS&Yu<M{U%!Bi1!)n7FusFkwyU`XtWP{DkuzdP%1
zeOs`gXE_3HUI>_Ebf*WFBRs2M)$B8m*^#8495r^)m@@{WUzc*@o-`uClR6948p#-K
z*J8v-KzC<&$>3)&sRhq$#CDSb$NWR;i7Y!oZk^VcM7@(Vh^BwU?s-Tj9c>Daxu75O
zYy^tf_sJ;)GG_hi@8@9$bb9P+;ZJrvcHYBc_ck~IqA^i1RDBhj*!;vSUFOfg`M&o2
zx~F6@HjpyBHp8?2wpqRS^Ao#QAu4imdX5S>4X44I18r}%wYVnN==1#(D7RueqYB66
zg|1d6tKJT+CDZW{N)zVkIhscU)8bKaY&og=>5Gm>n~06MQLa{Gwwbtc@a&f67l}>*
zyF`5c;*PoS!iL$)O|OcYW-reTSRIK2@nuF<EyZzH@UGtC&{u%s8NrWFs(hahmzP8l
zq?}v7TEhVM6B1Qaj;6Uv+?AJsuLdEonHjJ{gzz7QpTP4+GwtVAd(A%PnZ3SY|NWd8
zu@)h|YO!^A-i}v@F?9AL^%`aK0Ht_aOJ4hNtP~O^L4Jp)dF)ppZC*F`1=&o2Z(LX*
z$WHl@Jl~6A*LN*>)%JN{bH2ZDBa|$3TZ$?I=#XrbT?5|2_STk3W3c1W=uqC$hz9oe
zWsPDxm5M$0Q$QvTnIjfUI^mbRR-(d{D^c0`PTAGt&$<vPC$3wr-skq%=k*F}oQi2R
zR8fgR!<77i%Avk1oJZPB2Zwa!*!bg2vufw?7rYi<!P={BAVS~RkzjV>;&%PQm5*zu
z0%H*R;79_A#|6?bm74XWU0O0-kR98xP4qgN6oq3zaJ=bvcA1VI0ln59zdb*m@gmXX
zk0wlneQGPMGiG3=XGX`_dG4^cvr_UcOI-sx5;Ju#9u?xXSce-0q$f<jlE&APxe%Gk
zbOsHL>5V-@j`(TYE9XgO+sN|IU8c&e?l95C;;`nXrK$Rp$fHE?vx0a8n3)ILZMK*3
zm&Qim2srZ|o#S%xifw!RbEK46Ftfn)-Jw$cTs@w3@j5NyL*2Y-f0C}g-p!6qNSolR
z)`kP@!YKeB<K@xtZY|ni@+y)dU{bL<he4jZb2Hg_jE~Fd$x+(wE~sd2n}mNG6(FPr
zPmD^>U!!u{ZYGL)F36#R&2Zrx%RVkQ%!u$dN~bDW=-4~EF>2v6@YLhUSePsE0DP;i
zVX^!!2lTOe#r8LB!)x4`P%Xw7kpLog<L(qcp9UTtJ_L}&Ll}c#*;RBuuEKydmd(L5
ziijaDErdi+YpNmYjx4)(w=PFKzP)zfJ>BKSO=Iu_*x9f6k?Od4WNs}kD~kCW8I#73
zrCh`^_M>^(S?CwJJl$j8zi%57xB=pU^XQ9e+g`uE%G~DTBNgqCi8<TCKXys`WpQyl
z6yiW?Vf_Uw)9LcK27YCGFPc~^$@#Y4N0l`FMK$AoSZVcdx+#bP`D>dD+Ne8Y^V3!G
zx}zjRIHAA>bjo+oWv(k#9&zj_QKzF{?hwSnOO+J<5aI#+(^{!c*STAQX%-{HfsC2I
zloYw_r>{kv{C*c4PI1oXiN(l3HuQ4NI^O-0)Hgf;nK`ER3y+E%+E^3}OV!x&w#@c^
zz_ddE>S584!Kxfi6Gu$z{g~F|GCR!6yeaJYVkfIi#}!9ZR+b24lSx;^@f3UM#O&?+
zu*QPlmKL{W2zC6z086q_PCzu3A$u-|{&xLCFugdkDzkkdp7yUh__wuFC7a*#F7Lz-
zSPiE8y}KF5)t%ny{^vP^n(a4a*I<7hSEbtt*nBvV4<UJgd;-|4T_hZG<v(F3-5j*e
zM6!a+VRE;jZVt2L9p>^2fj3)Yl9J=Cj^H++UFN=4B=x*^`v^*jqIHDHWiS2x%PgEi
zrA~pZdpx$^zmsmIxK!E1yf|#*SIeUjKNCKD(8CpAK<mw<NTz;tFLUk>rX!TX!qY10
zquVln)%t>CNy)b9*q+w<-sw2Od~GvNo7iOyY@zZfHt_q+Gi8%Qf;y;&x1?DidcX#l
ztlC2ha$ywQwjE76$6v5>I+^I$#S9O-8nTKf*IXFri_9v|kh;F0bw{vT3W(PJ0Ujj<
z1*!nwj$oKC{dx-mzSNsF&fn))FO66xu~n-U1{O?oF0M+<JPU7quy#r+Jk4mOOkS)b
z{d$|K<Iqe^m&djyO?*)Geefx#2lBM2#nlT9!oEjMXLfoW-E#f)I$$^c{JQ*WuVbB7
z8AZ^`;CkHAI^95cI<V=}(#Y=0b(}zl5vP*7TBqgpnC=|tydEr1WuLz~H9*R3Kk+hJ
z(Sp7F($8y06V*dS4Q5+8YkNPGsNs03L+wt!3bpXfPA`v7`oS7mw~I^zX|FeNYm}A{
zz6|_s&XJYZkyXxP^us|zy}ZOq2a0DLP-R28(kpCcE83;%>g6|Ay><c;!+U-c_yl8L
z^anfPJG$i9wM_mxHiD_J9oyoEV3_wsj#Rp);ATholUpNx_yS9?o`ppfEnU$yT_mV~
z?MO%vvhHQp6i!lq;e$BbpDG$NQ;B54ibkmdN+4*agt;3Z$auMySOF-hg#}iiceF;a
zuHZQtg=io=$;jdW99_^qI-1V!Hn#41ATmbEpj^}t!ldGns4&$SgDNjqbigtyh0rNE
zu#b@<o(#_JQnR2%A9V*r2a%9-XfgPprrE7XOf2p{G!{<i8PD~aTO`Hi^Zg+`B}Cr$
zA(fRKydtnv!4)4TCi20al{m>{ZY^O3KJr`UYSc&qjzXoUiyglHz6^lHfRPnd?#eu>
zs)A93ka#vqQVDpAxHwxLK4gR8*mm^F)S%qF_S8<?4ezuDfLPU^L4I)3-u)Xc!u!07
zRdb)kaear=YBVpRube#(#YDN$17tw+_8=l#Xjl`s?O<|zWa+~1dCuovo(@n+Yg4$q
zVgrFpy*qKX{e6)p2RpW)VhWu>jNp1sN=n8pkyAM2+(!g{(XE_`t~3RiSVNePo}V(x
zC+|7=qp;&83+hA~GTHJ4CimcT?3@+-Jw2%~`eI0-Eh)A~m6b`t>*7A7WIj)t<z7N^
zS1gz~lhJQI$;V16G0+G^%Fytu`Mr}=Dc!)`DM%@~Zq)u4dyssAyJ&6HM<7A8|CxRe
z5bm2d@!_G_j9&b9;3umAxdUO0QP*(m8y-%Dh(UgIG})5Xys}e_)!-fx%0+ds0KRG}
zTf(1#j+WJEzUgELyT7tB$GfYxH6ix~Uf}u!yye&nyh}|g?%U9ejiq@>n|raUx6J&f
zzJAn5RUvus;}KzW@U>an;u=5A$2i{ZGvoFZ33gU3gRT#ADK&SF<ZlO%bW*0;kX;)y
z{<v?v|K8z>ScPX@W06|#^MN{YrwvlufpO<9jCos<B&$+P#cr_PO5LoKA-yf%bzAJ{
znJinboH({Dc?h{sm3WdfGv9DDx4?8C9gexW^^PYSTIBKrIKm%km?=bMWE==J6-*25
z6u8rD&RMG#*%-qhxLXeo80yA(Wvcr>NxZZZ^pX@^c+V-5vBlD}E36aJWTD@FtJ<An
zU&^7Pn=hvJxxKwJcmsx|YaamL2{Bq%RM9#OgS^*XSnY+)M{JjJE=RbvhqU!sY&OG4
zV@&HTvqHljizwNIs(>=E_|fL7k677&l16nEI_q~Yv{J4uP|!zfiE2IU7Jj#u2g!ks
z8PhG>Jii0*I)Y}dY88j-8mm<ngqkPCH+4;`9;xF@0__gIENp>~n;eOWWJ?nhxnI9(
zBfQAUIAawS<QbOI%q)bj>PQcBORX(Cn_f;y=^gk*N^0}6N=oxx`!-V&Gt;jjQzA4o
z#kbw|zIXIx$TPXl9%3JCP};t=+wS=5#`F5?GS%ra3GAIGj*E3II4+R8(+xib;viU`
z`Onoau>XXrA3XJSzeZMhE>z&OkC3NL83{t)=R+Xs6Y^Xo*w0mCsb9Z>ygSV&I>iCe
zoC=%Hp{(i>nemP>t2o3J)Rp;eIFhI+xys@c78X9`;CT(ZmBstZ?Z5{1x6VgfeZ1w{
zA20u<|8S9PH3&Gf0^)vHt5XV3p#G!cmIN*?u1M>{#uNwsz!FQ^jX+WAO2zH4cDt+U
zL~06^F2DP43s~jko3ZK_3`oz622Hy@x0iZY_J^?l?n<20AN33O0<a!YIrbq;LuL#^
z7{+cdYFJN;$;5#NXH>g+3Vj<`yOS;0{xlg-m#uCPa$7kYGaR^!4usC}iN;e8JBIBO
zOFrpr!cXY#kV`S+7%!7~Rbf1KP2{%&ZCe92A<JyAX$9*(X<4m5=TOY(UC_YFu4Am`
zjIL?I_b&K@x1#$YYcFDmvH#F8B~>qlo3)>vWj!Hdql7&0;!_nx10)v+QqAOt^D-Mb
zi9O9%l*}YUAgutql~Dz`!%C1i0S2~z_VV*R<{jc(j6Nhd(b7sN%3X6^g6KkIkO(-^
z=N?4Ws#H3Rbxu4maYk2l?S<)g4_wh9vlvs=dJvIF-OUm9Amm{&ePOVHS#W8MVhFFc
zN7zQNXl{2ysupf@TUblkTXvaZGyKrBjIl(Zr=k)GLctO=-43!^hJyx4^+7X;dMAB>
zH5q>C8~6KMi@X|VluL?lYR|>Z`eA{7?m`dzlyjWdt3cf=ng&qyd(S`5^EW3^C~xEn
zU-9os$Rg7(+%WpBF6rp?ZVP%!cE9wk7EbYP>4~CoC$>_{`K2?hN_8eM>`AGy{^ZJ3
zBI@a6<<pf^-<1aWF8ZjccaH5;c8OGO0#hEOJ^Zs-_NHwEXa}|$^v087Z}m!Yy%cM8
zo(;-N)s)!}2LyVu1U2?A>yVLM#nXunbRIF};UZqbgfF<^#LB6gDwt$RBbud3x;QTc
zPSyqldblvR`ngJ<8RzyYL6gCqQL4UEg`+0CG>fXY*Q!%~+*dFLf`j>0{Uu+@>#6~f
z=Ee-Re9F!&w)E<&4C>a*<6jH@yi<~Vu=Z8F<j>QM%*SGdjgjr@`u&6$S8>O9XLc&r
zBpT*`ADe^u<6TCAc5hB_Ai0!NDdekhfN^6!Ni{*{HZ1(2NBU!q@WV7h(EzL`#e?m{
zMVmX<c3S$-)Yn-{YPtn7!ZaIGU4rYjqjC=k)z9Kgv!<SwoJ^cZsUl#w{O%S-tK%xI
zx<%@J^(ONiiJ8G3eu7jNfrzqdF<xe_==>xp;&vSMjIF3ezF2juw2h~i_v$YlKVy_}
z<V~HHXApw3Auy>F4o>@h<Kw6;{16@<*Z%IwZUm@rw2v*!%_+I<|5^{#l@)o?^!`1e
zk}{8<aOh1vQgS+iH{>p#&*FF=T)ll&lH*%U$3el<U?W;7jvkjE6<9;N`0hvvkD&`#
zL)VV5^X7FinLRc)^wFr}(Y$<3r}rl_@(U-Vk;y-G5K%=Z^|YZkoBfVc&f)gPQY!>r
z(yZt0Q0(|_oRlvmY0n?%=Pu~~P_C&FAE(w>l3Fo}?n#c6@139vVh;+W+_h|H)a&Qo
zEfN_=HU;}<on5q@BqlsZ929<e_PmfIcy!>wtIvvwUpnstYmevXYQ93cu(Jb{v;Vl0
z{bqLSQb4&!SufRJhv8C;$cs#mxvEyf7}QH^?)%Sia74w5JM3dW3PvO@+j5f=O9~8_
z7fU4+HPybVeDP_mL5^!&wNwFuG*3BQLFbXI4`?8102cxC>%KuSly_jjqU#45;+y&U
zFO%(U0vr+^a>wk__T$G5je6Y|$Erg}#FtLt6#GAxWsgR5V!D@qyzLI7)8jR9W@vU~
z2-NI++ohf7po$lRayZ5OvDrW#(F}BwY!<`cB1>16x3W@uQ-Q;RF#p2h=4VKgBjp|L
z>z)rA;s2IXVa9y+HXi<j0PER#+o2hI!hfJ7JI2?k{IZu|c-gu*G8l9FsldhJ=g!x{
z$aZHid+R4OFPPRJ2o^ebnfeYe@7GR_&gzMls->5^N*fibUWm!K>mES#yG8L6!}Z2k
z)6evGPt}_HUkbXw&@hsD4I7vtrDX<yiaqRp-s<++X>HLrHG~c`t%}lTM{E^%bYh&*
zoVE%Xb#`liS{-GXu5W}uk@)hFzC}#H_Xf?Ji$X`29K6jxsD=$}X=#mrS)KZRzp1P6
z<Fb!PDB#H=4G4=ww9XSBl>Qdte4eQ_Gvjk?SH5T)Ju+iI{MZKY&M)s(X8nwE)<5bv
z405>NHFLP32Qj-g=@7Aq-U0@L9<Q>L{+OVi35$kfpaPEC(P3rX2@p6**)Xx=iMisN
z_@IK?k16EV+xH|P>@w4;X{*f2#U2@tiOOmePg`X5eO%;ztL#=e)gijW7@P0H*8H);
zKHvZ8e&<ht9`-vrF$UW)SzwF~PvI~t8$5V(Q^4PDS-S4W>q$GYVBe6&yRC|eVf*it
z&2omX_lGWW(-?GDH#E2WL<^3iDTj8&)=SuVR*g50!~%-88uXr2tqQ4E7MQo)qPq$~
z|JY$h+hEzm?mvO0HLLmo97e|U#eBogl}it{!^GE2scSEg$GrK+@5+^VUvj{V<>i$N
z3+v5GTc1;V=}JdZtK2GzT{b++Dv+03mbO~P=A+n%J@L-t9!F6W4cUL%Pt|&Xe$8w^
zb9TO%!1sX`qkl{55@bij@<22S?;6>T?MHXalP6WqW6LSxoP0!OD@`upS2F6smaaiS
zzPL<G-7bY&KFf+?zxioyGl>|jP7)}{INS@{=o*Wj#?F6nOK-cz2T<ABgot(&1}FL8
zF_dTv-B+)0OpIpKis<3cuM#1}Z$OiXs)A1lY0rq(z)>r<-&N1`c<Iw^NFFSF(eYW4
zX+0qWw~?MaCJ$bXX4HwFdC#m&&ux^foU0n%S1y_Fsc3djCu!!r_raHi%v+`xlL{}B
z`)_U&d`7iq1_x`GRk+(axk3Qx?jqql8Qv2|N9Sorg6ey7_d+-IuCi|Cw_7UhzV3+3
zd;gu;z$I2XJ)I*eYDCe7{4Dn%B-p@@J|QGHp#;(6Ti*r*uo>NkH`vM#(iwF+hqB{4
zd&3|9f#?bAulFdjZi1Bqr>H2KPRIu=G+G*V2tS_`B=XYJt0u2};Tr#DSGs7-=|EM)
z+m$@2j0F+J5xK-&d;$JWOMzsN_m})>X-OW&HBPOeDn>FP$qJ~Vg@vuGiq=d>^4nTk
zkvGaz8PgJQaB#y#W0oT}^~9c=FkgKnKGSjX^jdK2DXwtXR&uC;nrdkikniRkWZ)E#
zE3C77<Lb%+`doCpd<sCKH^~MdlsGrzM9|z#I7bfvE`**hbu(-$(8MTzkSzHl&ydAj
zZkf7G0C?KQs+>P}iS=5`W7~<WJL0(=Wt>+=1XRuh?QUX)7Iw5{lE4S}px-fkSF9j>
zRPMqo#W+htMAj6i>oK%NgA8f-1t>|B4@gRtu`!PYP;V6@sNjz8!J!rw{Cm1$@#PgB
z3yZ{y#6x3K3Q0`Neb?monDHKo6QR@$(|yM7lj5T!Na}6N7isBAnkT<x7n?I*owrt1
zl9#6kLa3+brCRQ@hXRoCydJhOtuf<y6s@-smeA!gmGE6n@p39m!AUN_^BNcTst&;w
z>l2Su=uN{FX&!eykT#eDB(as8!IvzdC3C7%F*o)Dby9~0S1N`B27xn8_)tW+j8Imh
z;kjA6zka*_oiKrFbgvlAqOPy?i$DQUWTJLtU3PV2>ZMlq_xpQ$sbM>gYuE676mYP2
z?H}o-4#||+*C?M^-poeB4~_Yt-CbSxZ>(+;To#qM<7x%&bY)wHZKf7w@~XbCNIGS`
zE!TS`Wy=U43;a`6DJhj9+S4@orH2LDv2b3PO!wdL(_C$XFzrd67s8Z3K*HZD`GQE+
zy8%wkJmfRfhBgIzt^Kg;E<fWpAj2kO%r|U%+6_t*WS=>D1>8z|Kk$gL(C1}NnK0&Q
z$I7_9+qi#eC~33i-GaPkWBu;DD%I99sxa~8KfHu~OAmN2HK+>?YbINyGEh(B;xvgt
zXbof*5@rp|J0LO*85)oo(?7zCVByuK-jPi05FLh*ivF<~h5SsJDt-?Hs-dS;l9<R%
zoEw|E%!-E6ATt>9t7&a+pwfy}8Dl)=99+t@W(;x5#iH>Y1MRuqLqWzjuyDMiofF~A
zk+;SR<nECD4&WpbAhY1s6C&q_l5!C-dehJ$bBRh@!UUz(8B2|@Fo)D2UR1QCeBVs-
z@-0|foyDQvEQl<fthOf|l-S^icb|FlPT04*fv`QI4Gf#N@O6fqD4N=v7WCaDlPmgF
z=YP~+Y7o7?bVtJ8!cO{S@l(I+`neHOI4r}OlbCu}*y<Dk^$Bab)3rjfmZd6V`~r~4
zjsy%z6Ukg$4;QeTCJ=+e+VA&a)=-%vAQLE<5bcoTPh~$U#L6}CZ;sH@+Ni=RD-`rU
z$ZTcwAES*Qdl1um-^`|4R;UM}8#A^L<M^DG#--l~6V4QN>ZdB^=OyxnyOLY%-hH`8
zyMovW9l^&B?R-!B#j0`+J3Gs=3?O4ENU8A>diJUa8SmBqq-}fqy!q!%*4f(+uRVRr
zcmbL#LBnA{efk{ntYm?aNMiQh-sy#<B?Tv$B#1&dlvl009IiVb4ws-rJdV7}%iV#6
zT8E)6Zf1Ahla+Crc%t>t=ll2VWVEBdlH-UjbK#&Vcb9li_RIKZKycjDV1Q1Q%4#MB
z?*kZY%NA)F$?%>>$BZZ{{;bo$2{rrS^L8!m4hIGFvr_^6bnx1<zdyLLLWbt~2dPk&
zC<jnXm-_ctR?s<WQwW3QcM@k8YGEB?4}<PvI5^FcUq!Ss&?1xKTjfog>_6GxNwpeK
z|5Q93hGa64*BJ8LxD7Q~O&BZ+)e7zMJWm7^6O+&MspCZmLbX|W#kjid^+DOYm|MQP
z$0=mt7Pd@2dFiSOv8u}!ro8;3VPGO&Akk`0`<19!X)<)|RoIwbRM9A-nN3*2jN{Of
z^3W0ycOw3f`7>IE5<~3HDP4M2T61XkqH6$EBXNw?);6MlB+{?HOmXPF_!QjpKz88Z
zOLQmCf+h;Rf0C&lN>u7L^JTl)?`mR)p~wiKCXk5FWekie4bJFHYGE(DyB|TQ6)`zA
zsjnG9O!vbl=q#k+2(d0Y1}r*CD%XVr>43#zQ4qNQ_)!3hJqKt}DT(P5XlKWjWyPc#
z9S~6Md=Nh5A09`ZkZt34j)L;p6=^>niRefo)S!A=p=~^UbV{;i7z8X{70uUqB|6?z
zYolc<YF0OwgDHUW4HA5_fsQk9NXlw(P}u#Ss``_OWYF#VAtx}*NYXTumR)#vIt2sY
z;B#vTR0TR<I2U`ARLCIZ28Z>{3GdfKcw0y+J^tm6>*UBaOJtZYioI2L3Y`-dU*?L1
z;ynzTiwkt}u$6wGL$Q!UEI?GvI0;5e_eP8vGr5|ALUf788y<<REqp(U3b#GbpeWQx
zCTJhaQZYzAfk<~YL?t_3<nQg{_RVay+#{BiDV2c{!`>vl5gLfKdRDJX-ZNi}0;3E1
zRyjZ|-H>DGJ%eo|a7b!~PO3`3zqFieI;32LmhLW|8c(8QY<osd;w_x#qRtmsD&t=o
z7}YmzuYC<5!9@y)kmjOo;mwg6+vnc#(D{Y<=0l%xWSQ@oTlMyxl!N_8bPKPs2I8Ic
z499uPc=vT)(=Xy=mb8D&2;VZWwmlC$`B-YV9IL$1tS&P^l#wMRa^_EYmPrR5r?8t_
zfcA{7iZl>Cq9gQiTwvE7Ufpb7SwXDp;o<jhT2vy(!;3`Riv!7d5%u*xiPQmYR8Y4N
ze*R1<RfM9lX+*s`+qdem2S7m^rq@Gxj!3dRbTB0pr+!1sboL_oS254s@?}kzkKKj_
zPYsY3pRmuoHUH)U``w2Q<2a!%&F8Bx_}xcaOFxM5Eq~;9bfqeoNCN3TjuWbt%&co@
z*!+3169Tl5&w(L5NCMgk01f0j@bFZHv-R27PE<2uclUuBLCgVpSN<|%5=B;O-9vE%
z@dz?o%c}O6bC~Fo)6D-OPfz_xt5NW5;P(SKQ<lInh0mHyld(dIs`oWcx*C3k5=Vs+
zEFzGwXHK<z|B~LzJy_4$7fUGQ`7q}~U|XIRsV(=CE!mFjKbqGTGKlv$H+j@)pr0o&
zNv&V4tokFfl#pPK&j~qBZuo`(lun>X*X1&*arS2H`+^5ZsTVBEC+k6TBB=8aPeog>
zhC|pDsMd)IFLEL7!7%x7o-yq!NFrTtrhu0avKf~h=&lmWI&HtkF?7qP0K|jHXcbw_
zp8M;x(~*<<$-(jU903v}%Hr~6y?K!CP5<l_fKLi>F#Ux@x2|A>OiI<JxxPq$zMEb$
zm;x1w;__;-(nJB=m|4Q6b8iS<kFFN==g)1#kU~Hg_Z=Q3p(1Q1UsDnN2z;GEU1Y=k
z&C8$=e=*BiHbzIFPDDti8TjuiG161eZbQ}>xZiNM-X&ay%NGg$p;YI*9rnF&mHT4C
z{oBpj5zX59ni0$r&cxknZc|@g1SA{IciiHpM*4f=q(P<*{y7{o(-u5bod-Gd?Mn(0
z_Z*`aSMG)G3!%kjtdc;RB9Xp{aawVau}73ytxHOf0(1KCj7TD_o9q7c3g#YBT;LYZ
zjl4(!JYWPt)!fCCJyAxk<U(p|dfq*rzYfYY@nfar3;I*SdtiYPu;-KbNK(?GP`zC*
zU!+w~lUgOweqF14p=AonI>qp`n3_l@zdxI8E^R@0<OVohiCt&f@hrvbpHO^;UH;>t
z&g}K$^U~v9y`N3HqZV|2<(!1BFm?J*ru@drfBgd`VjvDu-*x9yPM}h*R>cd+m^>(K
z!r^KPrwk}I?XQQo;54PAx1vp#uHOZ6|E+2NdrEcNjvr|QTKhlGGiX(FwBFRqQMK(5
z&Q&j<$a09$KKwi&P%Y4U^VF_hKcs|(Z{TyD<R?sjI66AzKzc!BYilbjpNU+2VUBoF
zdHynitmBpQH2Y`HEG*#rG9Ipz4mR|TP$yZfI(*hQoW`g=X*E98+T<X7zx8u|0Ipzw
zKwmTKy2HCv)q0NB*XV&Wq{6r&c^vW2?(uJkA-K!2Qo+BClu0N3S!Yd!R=CL<BVwTk
zC`$nu$&L@8o}Yiuzo(ObRO>BZ_x&0;D`0uMhD$IMR|M|*4+?CTC1H%<L^@~!kSckK
zHKVrXI6oaZE9$?OccmgwqV=!y0+PM#q8g{}T@uHy-V)PV=3gDgthKu7CVu_;@$C$*
zw%g%4*##4T7fYl4d3lWa!@REPW$EETU>%<BwL{kA-gn8rw6e`60Uk7;Yasp)fcg7%
zp@tAVgJ1Hm&cuL=1%+g4q_)p<I|ST53OLPo?+wJ&m@O$-y)wTCPC6gtjXI1L^eVc4
z>O~SjY&#*K)sL<~LNb2;ZQ6NqXKy~k5+ajE+|n6$Y6+aCa|F4b&!CML;>ZGhN)i<G
z@4$EyvnvXw=)ac`*+b~;_YSE*D>mr|9B@+ahx1#tMlXhlp5o_)Kz8U$1&VZZIm(tN
z28qj<m-Uv>FLMC(eFDtan}8388!{7p;~Zn09gUwJx8MIV1MXJ+7?pf6cS`$Bb!yuq
zS<-^>RBMCvxIhk~rQv{*1T(^iz+j7j|1|?d_MolNQjksQyAr4c6`tyj7VEg4k2nW7
z5CjnP3P_-ypxxdm#nV{k+a35e@>89&n=g6Ixb@-eJC!rCZ{a*9N{^{OMe^evNTIG9
z<R&MO1dzxW;sJz?F?V&#&pU200pU0BZ8m2uKU;T#$7rl4Pc=ME{^8sTe041Pe!(B$
zzW}7vy?l3CGb|-2o$z!3mdBk@Sl^er7j2N@@{KBt;s5gy@U)Uvar9GU^(tqYJ0jXJ
zp{g6Fd>4EOh9Ub_iMN_BeF@-ws^6(G3p!g<diC7qV1$hZdT7QGspZQ&clu1BdH^hJ
z)BE+pA4_;v9OeIAq15`zHwphH8$!*sVD;=dk2S#;QZ5yWKAuAt&NswIkb_OwZN4|h
zS^g#gA|j}k69%I&rFSW;UHjYNg^Nh1up3`A=WU7egJn4pPr86=EZDZ$GUgptIB`Xm
zxX?rT)k}dqaf*j3<s=QLhkZ!@bFhguw&|^Ul{~^@#IJ?X!^0236M)np$YMra;DsKC
z_edz~7nZPhwM09Hy9R-vqXL31^rlC(=g|AhoIh2+iGg#ABl5<d&<;9}!~H@Yh-fyS
zZ~AdYHx@7P6ymHU*R7g`m=WqfbEaXr1?C(s?}KYh2E^P%WD;$@IFzAG%VjIi4jYxI
z1C8;G`qz`uVXteA^`YXwE}EJ*dif}&KfVL%<(dRgQQ8J;NI++;Q3k@8<aCt+H3=^&
zx($i_P5_*!ma{WU<>iM6D)XLx>R0uE7frcfaLa=K9|Pids%V2^GZx$1XbM}U$`|ju
z8-7gqhrpRC$P>K@SPUk<EfvU4R83EDatHEqzy(N8*yE%8kRaoat6e(I7noVE61(1G
zpn((lD!H!*)oVnz!GjT#Lgw?RWq!BebPngla4wU(p20n#Q`6ai9p29)Cjo%W{R={o
zmz$q0f8eA4rXloFo_OH1tn<VXvD8sZ$V1@hYgB&H<GKH{2|17Dmx$nTy&$$sGNfbp
zVCcfxhWN+bM;Dl3QTBlwTi-n`8WUCoZafszfD$PDfw}xSr|p&fZNFp!M48};K!b1`
z@{RB-?$_`{@+RY+<`J8CpP&nXtZY}6&k}Czo_3u~&*eER<~~uY%xT%#Pc4@C;l>d_
zd_cwkkVv8I?d_Hj%D%1Tr}v*Iz01$4dB;>q9KXr9pQ_<m_=v*;tt@{7!QnIR?<5z<
zexBR`<+UcG#qonNup@iscJ?d#z_b8R%fzHm7Gr90|0i*KJcNNxs+7+(#esUKkNy#~
zt`^9M+^X#Rye1X+9Z3Cn1yzFvD1+`l0i$p(3c#H%uGw*W*{k%G54D{A%b#MX9u`h%
z?IhU$@QExlV;#aonGp{C&Z&|EasVGe7E*Y*w=52w^(P<r1W%5@nIrH8-UY2L>$$k+
zuGZE0PlCC1s6&J2&d54STn$aabwe95=nXF~88c5$D3P>*5_6g+;!9`#^r*fqGIeSD
z^0JZz^r0&RSCLd%!|AjucjJn6C!ZoK@k;m8mzr(qCr21u9HH+Tf2l=?bum9T_`r;w
zcJ*k=qm(3q&TRpREeU-l8I#{XOwB<I6a2tOql^lTY5l517j4|keK|ti39LA<kHhpT
zksf77?48)X@RI2SU-c3IT^PoyJ-J*DcaLbgJ8rgcCQKeW2BmzsDa^qAFDeOV{YTFT
z8G1N#oUJ^Ng$d0|`N!2mzy7}z;e&(CkGI&|wwx0^he^PGLZH5BMujgYiQoAh3@d?2
zd*eg(exe;{GALVU`UZeN%c1|F>lf>q?R<t&vXkwMEZDy;Vg)|!8tuJCj?;lStH(nX
zE2~`DB0+T%%h~Ex+uEbNAG8BS>}W0y>Z*HRWv;i6(CoQLd5XmKvaaiuWPNoh7WVI_
zI5jC-X`?CC+G)Qon6BLWAsVfuyuSP~YSS%=IwY6-anXdfl`VVGZ2Xy8v!KoXL01JG
zwAAZsb;{44`TYJZBHhURo)F}$_QI_@<+508fK=n$H56<c?@31c#TBKRBcfgwS2j)M
z%DURs*q_$d?rh)fR~fbB5e-rGJ<*ANAzi7K@`r_jvBBLBmGyo;-`e?|Z{N*Cz(NYv
z<CBU&H3ys@@F93oDK36wW_CrN=ln0|uf*Q+JcO0Bjz$9646DN_pGuLYT-KCU42CXd
zjNg(<k4D_g7@e7{7%sV*od|jDFK08kE)Ba=%L83qIaW0c-EFD1Qev<Ob4v0rKYX=7
zJtnO~<!Gp6tW8~)YQ!0R)gC7={UOwt$4@Tu-_6keJ@d@dW81Z?S`IUE8T#<r<|A%y
zVM+}%>Bd!B6xzHuvRNEnw=DXzZxP34Vh}^DW`?ByoKe=P`P`^Ph{4=i+I8Drt8Rc7
z{h-xV=_1w+-9N3#KH%ZLEx>PqS^4liP|x_zoKae7!AF6R!=P=B1|!0b?EG(4jY}0O
z+=~L^4p<SVK!?r&j~q<F8R+B;m$Np^;}YEJ=9Maw9E?Df#mdsR>IU!RoR@As5?`0Q
zinAVNq{16FA2F~C*VmWuEXwwZS2niX)WG%*O-UnzHquA^<8%1$b;UWKW_G(^e=Be1
zXP)3TJ0J+=1gtXQWzzlqCm~A%DkiAR9#yZ|MS<l-V!w>no}znq>@tK#dS`t*DYnF9
zp4H}^YZz}BV;S(!a2ngj(3#21o>&0q7c#!JV<VODl${-wAt(37a|l@8d(NrJ*$ORl
zalAb#GvAo?FUa?@R7w~s`MiAj5Au8|x$TVcA^rAvQ#&=tkP}3AuY!g>USd?oDt#MH
zVpX;>WW1z3Xu<3&=;ZFXBlSb;y!z?Us$<=dlPSWx=MlAgo_7F!w68#x=6+!@_tPf{
zeE-O(n-)Bf{3=w#`Zz^NR@Q>Y4{dC<5}F^<ZjV=MF_6oI9xPbP&?go<>CNy0gR12k
z1f_(7C*^gn_&ZVEs8aTuZJXJeOgfe4(~mD2xwJ0$R?W=O#dA)>q`~{7KhkQR7O78k
z@<{VVlY$h(5EV|J@qnzZSMX(n-wK3N#TsLSPkn1g>sWN_`M-(_)=LPPM?OsKxu;$b
z)=zQ@N|6<7j-vU!oSyAwV|FziI+kZwmJ;?AB<i|2KXew-3FNy|O`2kFmagpX3%!5i
z!=Hy)t0J9cFqA^>BQ#6vU*W)XSf<~W`1g)1n(kOEkztzHBLT)f`y23{Of`CWF@F(d
zRK5L;Ddk++{xtEwvV7q6tb8s-M5>WF7}@bSn(t4;U$x^2TCtYol)20MS2BLiyeA=c
z+1sPv-rBX^+GsH%^qG`e%ik9`JmmW@bv{D>)5^&r{DLz~J;nk&eQsl_b*yHdsKi`)
z#Qc(CZq9n{yT4%X@5T-mQb>u=6@r7~lr%L{H#cc|<pMQI$`w_#T_Wd+y)}wUh71c-
zr!i)aN$a^#e<w+R2J{ZjVr%R_{YN*5aeWGj`3%WX?CY^_csCXC?K9}P2B*&33K$`q
z4)WuD9veQn6j=L<@A&tz{ho=!jbEK{ki4a9e4Cd_8^fsxD(9v|>9VY?{5Rwq>2<Vo
zZsTUe!mBh0{zI<wF6C*@)-Er95lo^Jh#<~6YVq=6z{TJEw)cKy`(OyWa`G;&0QvjO
zTvx8NtC!pRczP~S^vWThHDCPZoU5T?$>V23N{X*W4~i0}bay&JnrCm01cd%Hr6|1Z
zo0JY6L*XT4rmN2@=;r8n1!!o?EV%XaNxXVEqATchNZM#bxcocobZTFjus-^DaeTld
zsX7=)f6xd1dxl=NyB{9s&j+8@*O^UYemD7h*-fyYU8UWihZh7ZydfwEU5<?;zI-V=
zGWND1qFnECD${Us4%p-6|I+6{ZsP}R@UyDuoBMZQ^@#I?8;?Ab2+_;G`<IvagSOcR
z(A@hyXzq&Tsb;17lUjRw=2y1tI0ujM7eQtDbdQ+6t&sHNx0pzpN@(vJIr3r9JefXC
zrp?dsTaPG~84t?z&9}EcHth3s-1dlisJ7efJIt&2txO_UY<OnY=yBq!r_HVTiX!?&
z884(cP9#It-95+Dswh5KZ*+lugw5qrO|PEw@Rwv^{f3{gMC|nV{&jjhplX<*Erc>u
zO@HJBbF#(aw5-UW?H)W2IFhq`&QE2tg%<_7-nDqAqb$y?#~^ddV<u4v`Jd5*3w8CQ
z5maVtiFS#@+bONueRTP`_I3|+ja3g;)#BWSZ@_}VCcZzJ60g%sCyD+Ld<xGimvnD8
zQgcY1#MHz>#d(JY0?}#B5#ekm^5L-ArKw52dhViTOXh-;=vZwd=V{;$K3kY$H-*dj
zyrKmK_cKz7HyQ;Qx_4{1o~x;KgSKXL+Gt-f8?T&iX@18-T7Q>b_e3y|h56Uz{d&D<
zA+49%WLbtvBHVG&xTi%)1DkYwV_~gc$85HP$oI`z<DQ>SrQ;IP9z{glASBe~+U(lS
zM=LLUh%LJTwyidl(?O!JdfyWDf=e%Fo~FTkTr;b!jRr;-W5-3((wU!DJ9zH@`QF1D
zWMrRHLt47K#by?V1_lRH`cb6-wQ^l2eUG#9^2A@iu8w2AFQ-674fTZvEzW1U!1R_*
zXs2d=<U%9r#`}=NL;d{`cA@2(*306i2LbgjK?H4EV{Tz;&nO_~^#3uvqvTwJI{svF
z$sz>pgGISnS<+_cXp<TE(nG9LcJ}xqFTs03x9?`cNZDO%!+%eST*=td_Nvg&vQ*u<
zPE`&E80+1qrWSQ^838Nz3Nt_|@!}##hjoD0(FX6Bb)AgV|L<%0D44rca7jY5&*1Oa
zC<TAzs2IqlLuV_cmv3~W)6(U~<cCPZg2gej$W1lY)A90(a>V!R+7>D2jnYE5w2Oc#
z5UgQ+F`)iIe28>zuH)|RkW}N^w<x+&)Ack8WU5gpGeq~=*nk)~-#mdf|6XI{@AJER
z!%*rMP9^gqoJ}O$pwx**utwet9fg^RsZsFsOy}VtxpbMJZ^!219Zmu52r8;aAY((T
zWL*QV(4=0+&jar9kDMs^m^c9jwFwWE6d!^YoTT+r%K41YC;9~|%tBda(oud#%`b9L
zLHPgoisLZp7pbwk+9!yH1oxT<CRG}_X=z1NA6HAkQ_PpBsAOlnilHY8U}a5Zvk^{d
z2ntZKw9Ik$@b5Gga2nfq$5=IOeeV2TTrg;WU-JH>(dh(&nt~4`1ECKIdam0BKoevC
z_;~UPI(j}E70f|ekC8>#lK;JkA3*<4he5qqp2aV1{39@CTKb#;&;px(;!#mCDp{~J
z|NL{v?x|Tx^+Kv|XYJzqpermN+^q+!KFd0^zaVva8hx_w7&-Oa|AA)F*Lzt4jm=71
z8yihQ_T;Uqszjk%QU~b2r~humgoC4E^Stl_J}e+y-eC=<B{Yv8tH;K6?+s-|Y?)h`
zn|BYFB%(N~u>*H3^36m0Un-fZzi9}O?D}T2c88y*!%T&%c!YNoUE}c?cRAh+!5ZEg
zs<}jJ7Rqp1T<e6_w4yt((6UmSU2e7KyKec{B|DApYKI(6(f7(#_B8G4KsS{x)WeWA
zXw0Z!P|7PM_MQ35OT%{=FT?>U*ZqW7rGbw9Hk2@Qy?@*i1bWcF-LyXpm-kq4<sm^w
zPr^`y!OEPqes;1|Yl8%((bE=m=PRD~BZ?|)*}8|0(!6}q97!K1X5sUR0uu>IGIDOb
zNpwzTmL@9VazVDX`qE-gn9P*}g835qA)gut$EZD){q?@3H}0UhGATDhoqeFdIoy5B
zC!ZdNt|#+uU%5%}Z{7l8bePp+bB&6Br)$>K(lnyqR8CYhvLQIA_d~&2OZz)^ZA<sn
z$xeqYHC!4twpwF^;c(*F`DE__z@(jzr_ugKh+5IB_zWpf{b#JRoW|8qNk{g4bb(tx
zep_=H)4}^|4H?UKTo^nT!EPc?=A0~cZ(p8!h$W8uF{qi+z2yqRF<T67Ic7yr#WgHW
z+!=iJlUxAT$aya79||(ZDzNEz*525hz+<=tv3{x3=PzGGF#}O%QyG^m24$0@|2Phr
zC(bn3Oc6%%@+ha;P2ITq>xi9gAdjy1H+A)ZR=^9peKQb|4~mM4sqh36rQ^2Y^E6~d
zb1U~u23X4Cc%q&?X674QA}!wuzlGh=H)=I4`4Bu6MD*nZQ6Z0B`w*X-LPRn;hjfdw
z!K7CndV(0uWuuPM&s`4g3llSl4}Rn6UQRDVAZVX~STW=h9WqxoG<*ifT&q)?{rI@F
z1jlH=mMF*0?5);e%U7yp`g=whb#z7uW*VGlf`fbKMpbwBD_*IanxV8xN4H*+xlPl@
zBtR^@Ha<Q58JyJy#y>=T-y=3p(;9(Wt(EI7ml9nX*e(Tnd^%xRkgr{RYokBqFq<d|
zYWnTYjx7Iv8<TzAm3*_qa@+PKuW$3u=bq{72bgo9PM>j?MwB1&AqfEiWkaJz8c>it
zF27G6cDOKI9WxL!U$s2|XI=@)N!nE$9GJH>y&V{Y&2w1S66ERm^;Fd#9jjwm6>XbH
z@K3Z39pPq`^6tW)zefMXXf$Nq1FxKh&M@Qjs%tFm%}q(WF3OSp=(%-t7m4yC*Xo7%
zcG?QaIU)_dwzm1i%j@2l(}X5u<;<3E4Xa>FYZ6;-*=WyANOCR=CIy1HoqS5SX>F~5
z7AyugHwzCo@?L3asgv=>ABo%v*<?z|0ccq$C}$>VRK`L_C#v7jVA3|nH8cHlOV#pV
z9d#OT9jWVcKimn(67W`QJTwT5W*qx`xkIoC<Py>Ms?MK~89tc0r(=9X=?~xq`+?!_
zT)_i>VA20wqNnc*Fb(vyK4Z<n1&{S+s>9z0Mw`FR7}4<X4BAuJuZ{0x?DutK=Dm=B
z3|w6Gjg8sesZ(sAs_hp-Mn;Aghbzk@Fr1N?+|mIWrkcW{(Yck>#T;X>l=;(X)`&OD
zzu(8yR)u`^nP9F5k{e7OCQl=YRdN~o)84&9G;=|Ty?+bcf<x`8EU-`f|Fusc-0Mx|
z9!F|NZ)sU1dfH;kB*fo!QEuo!!-2$%;^ODMVdN(0Jmr$FU+Esa{0n;ETk1aM=Su@#
zGim$4HE$$nX=PSK$CNLBmqU3j4x^*=()|Nt`JBt{-cV%X&D?JN-;wcmQKJbUxsR8?
znZ}bjIucml-j)*)DH0YwE!Aj)Vh8XsT#Uf7m~R`w>E-hoNpZm}6xQq~U>Lq}^@Go=
zG)z|JQR?mn0b=(Gi}W{FMT`~-TXhDKj``v<16*G_P3UA^mmxMnJT$m!-~Pdv^@0}P
z`;9uS<x(%lV>WItE)P3rcQ<PITb3~F)&8p8r0n!EEuw(PXtFGL#vszW`3VWc&<6UB
zCuE)A?5}*AYFMcAvg(`91T|KltDHZSahZ|$i0;M9o&8@vSe~6<_P+jh{J-)3XI3v>
zSe4U=*K&08hdngUMRx1ft(43p9u-&_@fa<~H^E$dt@dfxmc}T}944yl0LPwO#A}G#
zwmo6h>#=>{oZrxyUo^^Psd=Ei?`Y4Z2<}wS-BL^|)8)<0$Hz(*?TjFz^$q9E+6H&{
z={Tt<-nj1N!hP_DZ5o3Iu$+}Fi;{ssLG70=ts^#tslu^jp}kZYPATeOCN*sOA9Vod
zIE0s&DrIFzO9D=P3+D*&W2arpH+ydN5BKD$6^X_NvpwkVXKywwqUHL)^!%@oOJ(O<
z4Oo<Vea<9G!t@;}qn^#r%Sp(D0P7qwW|otZ@&p9JxHn@7x_qrDX)7~<W&E-#H1p@D
zDaZ|MG#Um5+ou8su)my3;X6yd7DIWG*3nU2(Q<EJUq-EvU@wdJq2q{-VBhiKA63NB
zlJg6k+^sSFJ6$+9`3}?9hW6~$#@{lqNF>UHc}<5E+3((DLglvSU4H?R(DQcVkA|6j
zOEba?{hi}(5`2G8kE!_bd6}Y{#B&uBvjG8@;k?VY!91*P`Ab-A`*5*I1&3u$mx|6!
z#E^iGx4SzM8F3voI;x61HYc^?AQ8w|ZI|_8f&S)X4d>i+gx~D8>V#Jf<hE1A1)o}s
zahlLVf%^~{cgKXMCG<zsiQ$DOs7=j~k?GcQ@-hea(bJRTa4O72-Fk-3)S?Iz89^Nv
z%$8EQeZ<3mIPG#mP{Bt6jkm{Zq#8*QQ(01{M)!D<lTY#d@>V3Z7Fy6A(NG^Qd1O_w
zzCl-F(5yZdvHeb6V^J_?i#RLcp0ZV2dytZ`vA4!!fNjrv#05$7eQP}R2cwBqaz?Yo
zBO+i{&gWKEYPSlsqL;jQ`|Ts|`~TOXrGoSVWK+_pki2#+RjQE%vMLr{@6VckkIJW^
zr?*a`{#nPrzD^qzP4q}mF#ZIa!Sg;G5W8oksHBvdSGHiRfBWFj1A&xOF9zM%$w7xd
zd&b_<it3BeA)0H34P8zuU8qX`Ugm<5rRD5GkiKZ+BSyxbvXBDIOaj}mWis^6U5y(g
zi&i|rt-0D-*=2SaFu{25>n6J_N<BWsTfrf%k@w%7JoV@UHup(wLG+61^k%iz_R0!h
zMWfsBINA*HTbVI$t~Z#@_XNf9qCIqEuS8)8<J+^{R$@~xL&Niw)PLAK-Gyr!zX=<w
zmToJdy#~6z`0g*FCtMsuwu{GN(f0nc+NyaQ9sFHc9wHAd2QjmI!@Rg9R$jA1{Nue_
z)!NtLOMr%;p{4oU)7$BuN_{IypGP7DCXw}VYE<lPXex5A0<Eg1R>d)6fzFT~!4AZu
zN<7?B>4{7fLz8T6Uq&U8=7JJ3G^}5}$`ELLrVMv%q<XA$+n&*?688$uzS-8hsbW}W
zsNZJmmD98ov*>;6)y3eKx4)v3Vb__M4Ch_I9-%l<Mb>2>sTQ_4T}m?xjyk5=CXik0
zoT=6rIB=!Lv(AFDA=y#u_pDKG9YK4qZ;ktlPCk#1|NJw$uh>7{^7c&Z)8B0_3A+`U
zz~LI#`CSUShxSq{&OEJWmHwj|a#{I04oLrw_uF6zN{RF6$b#Q_;&$OsPR10Ts<7~9
zLPBAOzOW%Ti;1$LXD%*L;EMK{<>&VN`G>ZobZEx<d6vnwmX2V#7mk78lPE|@eM#Q*
zHo}`Gv)6%!vG^wg&a?h~amv2_A20k0LVYt-qCcN*6M~H12jcYv-Zsfd#Z&vQmq~W(
z&Ye$wey>VOhGsCl#nqo}(IN`MB4;*7?uPWjp%!14tDJ&0wDrF@%IwT7WuZlyaqs1!
z*BXPCyu@y$yhXxK0Mwf&t>=b)^XHv7$@1ss$a`%xX=$2t6f!8xS|X>bzVedbM@9D0
z3f4$Wc<E%IwKdYSvqiZ{<Ylcvb^&GpE>?Q=itYM7%WqkZv)&%yGtq+kIa10=!@=>>
zo+L)CrdkuQMm&h{;GcG-z2B{;4`&c_$C@U05?+?e(`FA-LTGF6<f*2Ih1mLA@$7c5
z^14aJ?X_4vT(boZw$FQPxl{-9J*YT7!}l{P;<=RIsr~erntl<21ieLUVm&Rwt%E3X
zmG2G^*e^6+hsOCSfM@j!R6!wS_4Pd`wQC#S7QTB|BQi-RtFls}YHvZpg7LGw1`4r-
z;di>#tlNU+EG_9#oG*XcZH*VsyLI9GqTTo-jh1Bc%0%Vywb<W?QL8FfjG(3j?i24h
zSo7to?duHc_HpwxB4j5HDDka3)!Pze9WS<WCkl)^3vQfro=Tpb6->&}u=JR4ekZqZ
zT%Lw;Mzc6+#%Q{=v+ULHcFuK)u+B{BJ2Z3ir|(MyX{lIk`iVch%W0t^Ec^iwgQn*)
z?7W+IZ0ZC?&b!jrKRX#LvnK!1PxK}HE%f5`#`xgh?Em<<X;&4b)+Og^m?7RJ9Jf2)
z4~}kOp&Y)y$o=F~K+Ayi&0Y%58GjqrHnRNWj5i&rr)tKsm+sIPT9!O@rEK5JMld+8
z+>-u0!2`W_p2z#wcM?a=o$!dY-#${|5~MW^_S!_=MK;$8V&;d3wM<P+VrpuJM*2Op
zV(e=~=Z}g|`I4tkyR*%1K60H3Qi^+Qv`{<#*54tK9P~s*>Cyo9;vm)k;q0x$qU^f1
z@v-n$R8#~}N&!V$L|VWErMp8yP`W|dKpGT8N<c+Ga_AmLB?jpbh8j}3bEtvey6}FU
z_x+CFKi~0P$DuF`TyyPMYn|&{=idA3hg(a3yd9^m_?3?Ji)DT6?lTV*vs&14z}wY_
z?6>f-kn7&7wcecEyFu1_G0@2`JGVxsL-I{S1}rjXrbA$(<l|J9X#@Fg#^#^}%r|}?
zL7&u?WK2chG#x_Y=BE897u`vPnPRw!DhaPKYJ-}>)_UJrxx@q`kx-fUk$5(7@!vq2
zvqAR=4s4`wS8gcQ)V_%h<>TDX<$aXquU%N@??I9m9~a^EZeH!JHc66WQE4ig=+bmO
z+9HsI;TE1NU=!JUY38^!rDBq+Nw%|<a5MVYB?4=>tI^p<KswYn%m86Iw~n8dv8k!u
zU8k?J+ixCfz+|rM24=mMU2Nz31+Z=M=FEW-H>b4SH8fRvdT*)OT5V?L(|=PCt(dms
zCsz4aPx%a#PJ87BAk*`dS)!8<C?Glvm5d-~H_6wA!ox>rT)YgwS+i;gW8!0x`kXua
z)Iin2C&;vU{8VJ@Prw$IcJPL_kt3Cce$>W>rqkk`3)+<xntY~TOW_Qin1pM~jroI<
z=O>!4uWyArJh)#U`0seIL9!+%h)qpR6jBhNjp!nzVLNFBZL*d1y^=q0Zt8>EGk<0s
z#Zps!*d==)nlcHVKRHFR9_Q!H;i_*#d>fA`w%kI-<DR+sYj*aFu&oLl>#`$<>)`>A
zTHh4H51Dg)6@_<p0OeVyy30tnaO}Ih$LGfGAq_AI@~25IDstu*D7q%p-FV(+z)kN4
zw3gu6g45SCniXfO)?p1OD0Z1#;SsR-K_zvu;kNLZ{pSz9N!3T|NH~d}Y4d9_>XfL0
z^b8^1fTij+%LFq)9s#`ec>_yzJG-o2=+Rv8+VAS?1Lt*XcsV2k0u0I8jae4E+#66s
zCt=6>SpD6J<D})EujHh9csMkyJHIk`oj*{~<j}$um52>9rFeCe*PS+~YS?z4k?|QG
z{SuUjhpK_n(~X~)BA58n{hlvvy<w}SuD;DOhKUf$cZgxl&S8l7XMIH?daDihblnDq
zZT0Ni&<XgYJ)s6Jg*1wjGwYQfuQ9I|U}m1X#hJ9@?GmD+mwyKBMTCW^nKi}>3>p6o
z*x3)N=WD75*5@iQsSaz7mDxCDpT8v4y+@v&`P@65E3kc>u=JM=0Tw4mp#mq1tmT!A
z_t;Wp7)f@XjHntWB&&JHkPJBjG7%wh93Fm=!d%rL<W5nx?L{EEqzpaXA5j%|cfav?
z(%0R!mLOT^4lIe#SN3P*UStBp6OrSs850RQ*?Q&LPQQ@U@dh2&UpyYwtM`{SGlRH0
z*}sy|CBvitR3s4pd_2bHefZhz7(NF%sS9~Po{1O_P`XX|l8=p!ZrwoWXt>t9064Dz
zoUz7inv9v?qC*b}KD8>$`1HxV<#=cudAe$G(jx%0zHg4~C|b_yVvyALzya|T=0m9K
zUrD6wFxW#Nc0WCNe@B$qpSsrXFafb@HSl0kAJ<U&-%o*Q_a1sS;_4Oin!vMi@v-1P
zG=!I`?aD~&-YQ1@6rku=h8>;*kUA4wK1U0RdinSAqE`C`>7-uR(X6cGBe`S91<K+U
z&3pG8%yR7<A_v^uLyjL$@9h75^$`$%>dwx=_VywTA!%u6@_I^aKqTPJEwp!uuu)#@
zXBp5oY+GlP3(WoMbdMQUNyUNoh@@cBe<_aZ^A!$elk@K4pR2p&09$|xSPn;nblcVh
zoENu~f2$Lz>jEAp#Om}q{n|P2G__O3|3o@(O6WQZ3(IYl)Ra|Mw9EE7+1Qv9HJ!w^
zM}A<CIjqaP%*dFbtjr8`$0Xp{pO{K=u<-`x0pTFwA9y?*9j4Y-Km9)Xw5dq54;6LS
zHGZz2jwe1zh22{A%@hdYE{#5zRK6eR_dlH`D*WtcBxF2&s{Zhy&y<k<6+S-cBS+Ng
z8-c}mQull%i(h1SBX@bNFb1Js;kus5&tEvz-eAx^7DfO06@|1Q{ZV~(0fGBagFuK?
zOi|w)eQ%kQpMXtv`<s(gZbU*MJ3*WE5!{1a_{v?NKF>itlDU_M=hl6NTT6_jT^ER#
zHy&r;-<#K)FxVeh0Cvu?&x(;<R8-q6L73q9@yv^TcpZHFq`|i>`XIOdN}Yde;HVRN
z*o~SyZp&$Vlj$5`&gOdw*{o&yJP+Ls_*MnFJj?k;F(D`aY}NEw#2JUtXCwnd6D~uh
zZgk?L&bO_y2iul?95zu)1GQx~E~XX5xs}T&Od2m(SviaC{j|qy>>Tl&KY!8g)wIPz
zznPAP9?qS1rjif?zrR(__jaE$M4=R(nwxiAiK_g@ah@)DztZ>WGAz1a=i*X+_UxU=
zcyvFe7Mz!=vU0}DmyG10ebO_3Y@dQXl#_?{Xz@zR(z#`*oaE0gi|WUdrshZWhz{eG
z&I+U1m4LYu1U%gWsYxW}!XhYX2^KI6m6|_E8*fTtAzJ|23UA}Jk|Hni?58-^`={q$
zTo65Q^|(u-fB)LVzDxjh!iq1fxveV9BU@&Iv2EeJjhLRos=9gRVD7h;+<_vO&b}&*
zEs-uYyueZV_bIsZ-pMlD!kM_Ggw>nFNyW;>o`f&rIJdrmNWO?iWi~U<@&fpboA-Mh
z=J;yqabty=p99h%YlSZB!d-pq*>3C?)}5LYYUBT<!4_YqqzI7Acgf4<V~uY@)n-bF
z<_(nLfTvRiM%T3IA_lKXd^rk7aiR09*4#s79)&2Xn-=8deSxe+?nm1ZGIyR*>~@Xv
z-h-d>M2y_vD>4+NyzrAR10D{A<IVBrBK1C&y#;zbJ-m>!hJTG0)o~=Op=a`BDDdyu
zGEYxG`Wv$D;{&RZDV)<+!IwIdi1tWzXc5lAdy+Yb4Tt(Ax=z1f7l>24{9`vAq1QAY
zW4B$nu8K6!NAStYZ+ru`fi-b_%6Fo9!6`Aj=6-6+%$t{&l94C~R-p<Tr+(dx!hWUo
z_T-H4Hhi6b1XpO$unOtFs(zQ2?JCTEetvrx^>cLb6ZPAb+wR=bekjQ=9bV#ESfRb1
z%Nj<Gb(b?bp^WuuWaJ`gm_lZCLZU?-dT2_B`ENmmrVVd0_yaVHKr?T_;bUK##TK5y
z$y^68Uhl@5XAWv)@6Oj-!0`+;sl)-D)aNTH#Jw`>k0rzPsVX30-L3R1pWoHQ>v|S&
zei*=>a58(|8p*-3?nHOw;eIO~*B9l9=sjP<I?gn)B6MVjosZ|L25di@-8SCjex8o&
zL-S}EHC=w5(fhZj%_sFv=p8C`nQg4h_Ht!}d)$k}V#AQy$@16(k;U&fJM2CxtE;1{
zt8IZ=^IYqsh9m5}9TzYT=NJa|s$LDd?T^b)=T_|X3W<mSq+PD8;NQHKBigi==e6TK
z+7CnE25i}^ui$8~WOp5ZdE4EJ57LqBvMs7q>EP|8nZs{i$X=f^zaAm675nu@>lc$p
zkFttBbWMG_Fm<STI5Rs#P(+7iwsK_j@o|68$jijkYaoDx>-uSgFm&;Dl_Cy!mW4+|
zzYYD2!{N5>J>qps%!OJ|V9>U~4_@Z{{7W(KX}Tt=e&-Yq%->mP@iaA?w<uo**c9yy
zPTQ#pZGexs_qDpjeoS31;k}6nnPdrT;#OFZWm*?AMIu{VletK<|AT$prysN*ldj*0
zcbPvC?=a92>p3D6<^7@+&mM%)Gjkm5>hn587#P&lfT$Q4a14M?h_VXvHo-e*OZ!P~
zaR42mc&%vgb}><~D^6nPS-|e{MB=H*=oix#ku?MLumAh*Uk-9edXST+U61JTr6w$)
zY5EGy2M<pxz)$Mx>VrpcYcmZ%+7NrywORe{<!N(COP|tkbNia-b?xC*R=);3-gHP0
z^fpA>c+7dkn>4o#dXDVQ8>>7%e7*m^)KRvp0{21h@N|}D!QhNLC~o3iM}#_fuiu5j
z)J%&YCIf1ht5I?N+w?cK{>oqU|Ayr2_M6+=lLd(ifG)f<9Gb;jpMH3e*)^GcaMT)G
zHmOK(Xh|)b$?o_lUP~a$(@tVN9t<H}x+69D8b80$ZCq*JZFP&UAeTn2iq1Z89QZ-a
zWFS0}zM~8}>`-Ad8AIJ|!>vVDPVC*v$uD1;d#-C$N=uuAD)(~GgTT;J>ZYde5n3c+
zVAJgO_tu13u~zpI%-l@#*~>>HQB|F4<e}|W-Xui|G1oU!*GRo3pYP%gT!N=)XkG*c
zny;1*VzM&O;@U?~y^ECbEB{RD<Jo^0fF_!;F5`~zybH%btEU<!`=>k6FWGha4#$NH
zO3Q2c&j@AqA++Zg*6}mu-d7!5&6yrTPNMHIrGr`hdBoZ~YhYI4^V=It`*&MZhg1l(
zO`1+lP?KOZ`(>IR8+zE4KBM!?pFg%&Sp8-oK_^~7XIiS>xf6-ZH(Hxa<sTo+fy-<d
ze*5$1q4jgL`8S}I3~4#n7xbqbuTx~x&dxZJI_S{{Q1_JV?MpJ%g93vrF!RF+1Yj=w
zNcGi=;tLfkm;tS2%zU{`HWRZ{Oz11dzZsauw8g>eh)NGg_{2{0wwm+w=}@n_tD*ON
z)hp2^=RwtO=!{K&Ctd)%xt1I2Jr(4(TT1?CVxo*^n@n^n2|Kz)%Q&m4uxr1vy+yJK
zbD3c&`$2tjTQnQH^w+Ne+D5003+NRu^3yv%OtCKU`Y<K*{Vf$GWoC5rV|qu$EpcP$
z4JcE!0h2>=pCY58R?o1O%4hi{@m(tBLi`b2Fyn4;z_E4PElg?Bx5-)d5Iv&PRX>ge
z$ghh_?SCkhExdT5?TBlUm6}qMYvO*Oc<I$qWX7goD^j7NA-2;R1B_q_^JnsX9&1tB
zQ||EkZ+2E>NE#6|<hEXFqpF8dQBt}?nm522zq?y?em*}7oBJcdfw*4T47()9)zv8h
z+OBe3;aZp)$9}x|$#`aldTy;?n$WjJOFJv<?snIixU$aw%j6QJVdX~N?E|2AxF!56
zjkK+7;GTLH2tG3%Z{t^D6Z3PP@x|zHW)7jh0L+Dr1C5W=z<%+?H?{u|JBLP<NWxj0
zkTp#&?V36`Y$s6BMe*>oHvmskUoZJ69F10EV>?q{7yNh5e~FByxth`G8L<{$y3j|d
zFqk+Wi>D%fI`Ew~gn>STUNlx!sqIrq$>|O|w*qsgG?_~5p^v$S_k67@$Hep;)@12j
zAIDA!O}?lZwiS}~gHHLrXxCQLVzFdA0eBc*KaSQcuGFOvTa95T**gJM=z8FrIpaFh
z!D4zr9A<9eGNln!@ogeu(-+aU;E+FpkVaj(<rcK-MZ}d6vpXU`(pig~@?ikM7Od0G
z;L=GiEd3-6`b~C18Pwt8RjMe@-iw4(2sB<#OdNMFoc_Kg2qHrdqFw+3<#%^dds32C
zCllPo+lKwjrhE=5%R%M43%ml7&o;$nICjY8Q=L8gSmdl*k<Z}$zYl>z>09)7yVlhB
zPDdyRJR5J+?Xat;b;2_w=~zEEa3PR#v&+|MI_!eAH)aIExtW49+<$u815jUZpWjvm
ze%WpQ8N<aRu6zatasN`UP{df^tF+RIKTd9;s;QYp#UZVlldR3vG#CE$(_@L`R4KL<
zKYL^FzDC9v2Pz)a?FFcYv=P8_mz7-w9y&HOKa3wLGdr7paiK2^GrxXS_ud&j3tKjy
zgM%R7rHp=J%-qjDqKy7(FS5J(`?DRI-KAT^+$#?rioV&|X&mOA>}1gZ*g7@1?%0zs
ziKRj)MsQb7D((x*pc!u}Vq^8ncHiI~5#qD9|5?f?$~Fn`R6%l%q%RD?6Pd!}<QZyO
zJ=Y*&^l(DNSkV2!E2ezmLK~Fs-X<nCIa;D_Q;6$*NZli$HObM5Pekg)n}vyNVtf5Z
zQj8zd*bC9Qt@n%p@z_+h_8|fc+fwB07H;3v_B(Qc`t(pz23kbhrGLqWG!>RFhg)Jl
zzc;Puxm05s@7b)fHOeU8`WpnP%+DK<QuTBOm)pov{(lO^G|QD*`d>w<xjL<iKV|}*
z4e_8vOYtrCYOq4<>!oAc!99?m6lKXD(MeY;N!B*-()#peM7yxC_et(U!{HZ*2Wbw6
zp?J^4BzeIVs&J2B+h;nltw|02;)}*mn7(@t!&<-V{N_Je0E#zZJ3G>(F`k8~R48#s
z?b(6PqCu(e^Qkhqe+wEerR!xH{0og!B9osS!6xK^u-x65aOvzd#Yd8dDqGJlCOlO)
z7|b-#-N;Pv*rB`nZ^dZV4`u+tYeE^Spm6Atyz=8u=&6UOivCb~#0_?R_{pel*RPz_
z+k182*3;77Nw@eb!&JJ_p7j1B9XH?)A%4^e8-qQwAf$#Yv9o))Luq|ux#3_IaEuK+
z5<eZ!ouC9^5y4@B70^Jc#O~7l2a?NTOQ);;J1#z-hl_L++Jq;>vTDNO<?OQJpk_uQ
zEu^M_4mM0|HxlNBQ}^c>P)=x!y1Rz2D|Ypo<DY0$z!Ave0WE*6>-#0pc3?Kzi`_=E
zI?IN)v_uwtZg#wbtwVsuh`n(|3yAIozOF7)4Ftqlrm2HA33=r9EKwx&{TsR6w&uf)
z-?w)#QC+<Fct{W2kA2;b3vL_3JgQnf-ylkK*s(l<!>K!}A3^o`arDO43|HC0t^z;o
zM~jSPhu!su|EI0Y7kJ$(o!4D`M=jx81S%xRgBz?DT8jriOeTd1m_zx&_w|+q_yT$l
z+c)87t7LI~Jmfa6dN_JPbsW8D?Y=Y$c!tZVrOA4G9%G`I{6Fp_N095gG@sDQ>Nh(y
z1ZNe7z-Xx(8ipJX64|r-X7hn%b3-!{^6!Gxhsmi<*?*$L&t3+PG5i~K{br_asoI{$
z6JP7{HIoh{7O2|p=FOLoRDEA7s^f+tqwq5ybOtqy?nY;0)@js38GAMVt2nyu7)(!z
zM#OcH@_laL5&h{%hkgR;D_~Yk8z((pdRfhJBLx0@`GQKMRYpXUX=ik<9SFM~bfhG+
z->`q0`E=v^t3);zM>>E)$mMe&J=5~{2rCv*OWj-ue&#l{NzTS|aIpk>8^}eF+!6Ii
zPDJ)laDMEZ>1}yWp0oFq-J7#=hT6naO&^fsMkY|FfvX0Y2s_l*zLx`EeG}*o2G>ak
zD~=2mqnDe0u>!vZRUTJ=f>d{{^<LsL!j?U0z8J^B#ntY}Qi9?@)U)4{|F+bJRoAPg
zp==RY_K%Z3yZcq5+T)%?s{r-PYf2E-wX&$etD4VtyM{1OrnZ&Z9sg%B!R&J7ZmqfJ
zrrHZ?!V=$qy&jUFVo1#wF?+*gzP@CWna?};Uu{1_z4^AaWlBZe`RyBcKi^Jv_Vl*(
zxs&!nEC9etHcmg;QM8to2~vd=O)_MekDeBF3z;jV(Ka3@qF(BSrZ#ZF4QN*_1x{0L
zHnRD_y@5|idL88L^v!FTlEGRunDbxS?aRLJ{!SSi3&)H4woKa;$A4*TeA;36=E&cY
zrFL<)E|ehfz^DMFix7)Y?FN0AI`An#)~KthzLm<y?EP><+ClJM&{hA7j!~2MR2<?y
za5dn=UGV8?rE;u^H}A00399ez4y@#`qip#hY~|%`HLKBqU)NMk`uX$XTyGD1&;tOg
zY+`eMFO3mL!VI8+8#1%0Nz{<N2Iod9wZ4Q5Allj+NW4Yd{Y<u4ttQzCF+?2bKEHV%
z*z2iqnNv|nNMI?U-VaLuenBNDt95=0n!tWbO}wQ5<zy(?>3~=P0kBY(1Qk7k*wr)^
z-WRx!NPR^@Xk@3BEr2@bsTrPaPJ<TlV%<I04cQ(`*=v6t%Vc(Dg+8N4iGHGIr4|T<
z=$-BtnI;O!BXwh`Lnw4>dwcfCNH6yhoVgW8Rs><-vfsVHV7lajRYrAN*)V0GzrQ5u
zxuanSlXG&kUAVU%Qi$8WL4<Xdmi|%(SWt`dRIWmxelQhnY%jLeOA`xZ;VQ9QT-{PO
zC%e=%1uE5YQZL>A0%eO#9fRyw6k1<Px=$Atx;zCDm-dd(lYMiVheM5Htjp&PiS2d^
zmyP#oIPG~lJZDNe3iDnK1Yj>;vRe)4LKm>Z%I8Z#$qt3p(cO=eS)_o>yZa2h`=bEc
z^gkOvWd^5#VC*6ho7)aicxAIPNceec{IyrcoBYL7*gdY_6TqG8>n9tH-o3f~+D>FA
zhjacj>iebNUGvIHN+Ct()H6U~Q1gI4J$>3EI<bbSrq=fw7tj=#c_`97kW@Z*bO-}m
z>>tAH?Ycp2NBP+=E(UkPmoFFPK03yQhyQ$knlUBF%jsLQ@HQ$8BMt}00i{nAOZ--v
zCWkkWkoom%IEDEKhI%7f9`Pf?hCnKSS*F9M8XCS3+1q&~D}}(?>j#4wqdt-I+)~XC
z#VBlU!r>15T2ajs{f?Pus#;o7fbRzB!>UlFC#*-2HdoVC&S;Ss%p4hEWc7Ne43qyX
zfWh}P*{@$KUSW9+g(Nt1cN^EMU3L$<O%iq6ZrYTs1dbFgW^GX540>r~DnyOJ$uY-)
zP<LFsGle8=V<too12WW5g}=X2Ae1#gmf}vw!-EEiUl!y@t8KVARbAC2fJosYGNDVy
zKD*b4lm~?l4`(tR`5vqy@2Q%h9+~cp<G#Y`n^D*~pS#d|_UzC1@9DB3eyM5<X2yqb
zF+A5h!PVI*>a^gQn4X!bkB~97VG7sjk1_n*kF~ZjAP4xU?`f5M<HnbQk-j|;KJwBd
zl*RY!6ShJ(pDi1x>Fc9EbU8zrezJUz<klkXvuF*sEX>N32X3(dzKlIt(_Ys~sN76}
zqkZWSpeBC|KP8d)1?it%MQ2&r6DlA%LDWIT`@I5It)?cr*0g-rGr!`YPLXQExN%4D
zA!VoPGg=n~1rpp1P(u#@EY>&BA{s>?sHmv$-%3i<Ma|<_9)b1-dP7>Fulx@U#AG31
zpJ8(l-iVNbYuMQ{m0)-Vp1W7phOOv6n)NwkjZdkNmWzG=two~z!=PTS6vQJq(blY2
zSu@KbJ0|TBB_$Y=*<akGYX&tVSiy_8sC_YYZhtkE>uV?;K1-Er%Rr-5pKD=&TVHJs
zFBIAQdMqXB$1%vt0t1h?S09TvP(+Ft$=+V9K~3qu|Jc$KBY4Z!W0Me}a9*BU<cIlI
zyn&6<R1tlze%qyT5^myVZ8aIk<;$`G(3*!QRPK6w3y-LxI`_wBdhV~ESw*BhYqadE
zSeu}=x#Ai)^-jsrF(*Yqrmb{>?%OP<I&8{lV+wWdx2MygvjH${iH}0XBQg@7QSwa^
zNe&P~oI6|1Qx9@h)BJ0fd1Vo!hByLF2m&P)T_eT{^(q2HYsrk9t)Nl42h|_#!o1%}
zS89ibP&Ku$;gs$cpg$hLu761k&;O89ol~8v=Lmy^;{b|(oZbhXw(o2z*_5A6odS`v
z=-y8=r;bEZ4lyw(n<KIs(-sCEMn?4`NUJ{P7FNhN;4SG_mjDBTmhz(K@`9ZCH=Fj6
z^DQohBChrA6kRhtHG7>EE2n;Ej^gTCTDlf^1u`DwhcP5gr^mCSziIRoi9}jws62R%
z0a;~hb8VN{_SWV$$P6DY*?mTcEGUA27dl5t*mQxzuMI$1>FSr&xu%^^3=5@Do(}_0
zv<3GgV)pMDkn$B;dzPw$fUrJNM@_9z1=jL~&{L)!I`y#gMTZJo7AzYCnXP!W4N*GO
z_dz^|uz*0p!*Jk~rDdl%h3C12Qj#B-|Gp+s_3OpEsW>McHElH;kvA%_alMYCFY#3L
zl$nDht0J5}(M6*&yS4Q;X}pW_)_QCTy^w&`FW%27#;)<<;o5|~?>7)yw}D$sS0z<h
zpKh3X-@DtsYi;#SVRk(l#Nt);o&`>oJ|Ys(X@D3~s_yOteyu-_V}0-bsYfU0l)ts?
zCXy#iC{8$yp)j_1Es<yA-CjhCXU{a$*5uXR<1?Vn3D7XTd*D-jJ(-%iKsqMNxTR8n
zG2=_pt8?`96{)K<^z>g}zrOz9!4bCWtu8}%V99!e?t0x>G2)at^w(<Aa562T;5NQ^
zF&08gDIzP5<?mBf$(KR;jrQ+~h9~xUa7S6(VU%kr?0sX^S9I?|O(Fa4=OImq`fw5s
z<Iu#6g_^Q`3Gj`PA1=0SnrX8Ta}Ed|6I(a!I760Fb=m3R^3qVCfB9@UT5XwLIOBSP
z`_4JBf<+Th{MXioP`NGsXn~TuV-1xQJF*Ul#ntaf;|TPMkA>3X{-m_DCPyS!eq8tT
zSz-D3eQKr0boFGLdZsG*4tN6)WlBq*P*FD0#BLXXggQOl4&6RF-V_N-BsA1I<@sI8
z$AdyoDLcyMKszE&Gp0{Y5|VL>M~>vagb0$|)jR%WkP+tdIz;!+O-IzWysTonvbj`%
z8H2JLBFsRRH%N%zNhMk4L24HhdK^Xb5}7k{Az*r69bLP`N1^f)`C(VnUKi@`4{G?$
zdpn;~^x<1l-v6;pP9bU9%fj#8MhzyTm|u1>X^HK`CRs9g-C5D@?Uj>SJf6ti(7^|i
z@LapgTWe5?1A1-h;o^-Q*z@+^t2G3W+tSkKz%YtV$VGuZQtK?uGlsbk8P#b4)l4<D
zIaRIa@y-H8^Mz<{pD>``*x1=0Dk;Thh)F(h-t{Cp$2D~fUfU05K9x72><&vg;+Bg*
zY(59jTL~02h)~*8(qd=haFeJ*8LUez$v%p54F=KdUxnnfT?GhAK$b#$Plw$tQ$!kS
z^(?CDGNLn#J-c-87q2o@J&}YSE5UyVb$budMdPvRlOci{GmBL>oQQ-}4o=QiM^0BZ
zFF^ADUfl}u96V&Ag*FZj<>uzj>1C#=$k_?$=BdayI5|xe#ZJfP_0hZ2Q=Xem{r2rr
z&HbYsc{;<q?Ck!Xbo)2iXHnYQMXc)kvMVZ@e;R>@V_{>dHh|hr{jbnADBN&}aVb|;
zGTTI600krn$W%;C3jiXz)7gMgLD~qBT1{0qsYRki!|qWQs1frtStPs@#l~t08Nydt
zrRrM3_89*`F>8SkF2QRYtDXDhzQcrk2YHLZB}PVu@t2kVQy)bwe)2&vUb*^)jhDA^
z${3C+R&oNf1uKQ+D$q9bh7Z%tBgU}Ff7g8PM6|y@qfDrhQquZ+Mq{IwR2PJ$@7&qV
z_R!gH+KCHtO>kiQv+`v@jb{)Ydvz6)yFNHWo^s`iF9)c^DX+3ju6Cq=&#ZIQMWOm@
z2M48)W;cgU*;SO5>ebZnL)=h;`7BN{iGWqPiZIsU=Y;At{(?e9Y3UMWWk4ne4*Wic
zdR#IEt0G6k1gCw^W7TZmCN_)OyxCn4#KngCUVc4@td{tDRp<gY0-}$|*o#xEyoH73
z>+k6@VAw!F3u_oM^3s*~`9%x!bDa{6C68>ffexFA>7e(9!+R!X5%RZZ&b&BI!I<3I
ziqfd$-@jqMk^7TZ2+ajJfeVr*NC%s1sUIod{)D#A15FTR2JEE|dmuaoJ$C$Al+Qd!
zllB$b{oM?>xY%Cg@4)$5v1N8mB--p6Uco^UiIAAb0t}@eg(_-me+^gp85vIZd2#VJ
z1(p)^{jr+r&B>mL$~M8lbI5XuvhD1SbJVqap~gcc(@+Sxoj5&np6#aNuy|kDw8#KH
zT9j|D#S3{@$q!pp-b$0dCCV(Zq^5Q?8#G=lC?7XxBjAGdF2T>AHL_7?o&S}smzADI
zNbcp{V`I<mtXE5R_sT|F3`_{^p%O9DVR}JthleG0Eps(>H>nSxY%|_OS@+LOynXJ?
z|Ng7XNgl#vxUOfs88JFT-y(->d#ikpzMQcS6eiY#iFmq6yXGC*ed$DhQR-JsAP2bs
zk6%M;z=AI7pmUV8Usel%Ab4O7;!7ln9(wHEk$V6|qYl(5zp3oU+Teg0y9x~EUSH9i
z;-g=PKG1wER@n+@QUGTK+s<|ndc#$iL^K>^PicUogN1D+i6>_Lw!HTY(TVrMFg<Cx
z+1slH1hpPrPivQP`ZNG~;-s4jJQW*Ru%1GM`0-HT;+9s5v7!II!of%1iHBu=pi3o<
z_oky^qH*@0+0C*j4z`=%hlgM{fo+;!E9K&giC)>$^KO#~@wkK-eu4G8qTKwUQEnf~
z#b-R<mrgT{TenGme=>Zqf4bzOB$LH6&w6dcU(a?Q9zGjbcb|1k(WB^)@F4*s9;T}_
z9GOc$FOEKr(_4^jnZ4!Wq~@X_(I`t`?CjLhQ&A&bS0iPldttsR;TMP`QsvqvRS>>o
z-UWNvi1-3q+xj^5kZ04nrIWP;Q7qG1LIU&5-u~8AR@~^Su9pHaD|>)I?V+ow8DN2z
zUW!EP4mxKm_jnCXcH7=tw7apqx!Q%-&F<ZemflP(KnZC!-8IIXW|6UfvqhZqZ7~vL
zaBe0H^v$&-_1#f}j@k3NGEku&Y~wNN%%AC+*88ob(piv+>8i5vlAKLkNU@k3%fQ}l
z>BcbQZkNz=CXPiEO3cL3QK&f~J|y4FOh?~gRFZ9cg52)8*JXXL&5#Wj?53F=Nt<nc
z5bbsExd`7GGr@bIsV#p-XJcZb;~FfKQg~R-WLvB!6gtdxO@|3rSP$q14sL`*jfP3=
zx$Vqh*P52Rck>woVq$)M#Tnh+5EMkA<T{U1&Kx_4WL_c4X>CH!Z_u(Tm=YZaYiluC
zKE|IF2i!=#7R5=5ngKtJgpd2$XJ!o$oCjMKt0%i3{#lu-n`rMl7*^`RzP$OXZX(?v
zzekmokqYH3_cYjREKzUh6DMb8b!0{muY`gBCWkMm=y=D`=ZvhJnAszz2TAhr^*BL{
zl>mdMqk#D0i~Oa@r2KbhHBmk<>}NHvhSE1w7kl=_q|7ulSlCUq-_<QEIBl@E)wB`j
zy;xXs3wxS&hRF0~3o}w$s{2t`jMA*dT0kTrW(i~1om`7D=9;Y=R^qm)HuGBG87-Dr
zOMa*jS`)UnadhOo*RcD}OB#{p!SMsAv+XozExR6Tc4R8$RBGjP7P|MO=BDM)8rH}c
zUKS8{&uGcDlcQxup-$&w)N<C#x}3W+J#&h>0t9|y=G%loqG(*aKq#>x$!3WQ&V|gH
zSX!FQ993O6_ay0aTEC&oFvz%5hxRJebjhZxsp(81PS~f_wa8k(Va&K(7n61UkB$MZ
zR+3?z_rN5j`!Van@}kw;38pX49Sldc^DUr$T3)0k^T(RlGnF8@wqUS#BE+G<4K06b
zTi#)QZN*%`I77?Xt=4oQAFmacRcuk&-?XRa5}Qj9Z`xfrlA|%!8DcJE=XE(-S1Y(-
z#ka&h`E+u-j<;09Si9Ypqj>Yjga8-Jil)cHpchEgn#tJ?qWWaz<f`H1Nq-!pM4O{0
zv_lu8?GJw(jjcG1-s$mZY&rj>q~v1ZPE+n^jF7wORr$o20KU`}yYWWZk3zY{2K7hX
z)yNMPS%_FtU9#NK_O=?e%O`fDo!uSF)be^9ekTsjXqSsUZ^gJ1NAnX&Zad|JJNcUI
zSv5q@LD;q!>&Bguay6VG<iNPiHVSpjoVwP+1JkkOg})d^yf|+`9onB(nyYi*r*n(0
zL=<v_cB^c@qA^CEY`J$XH|mp7`L+l>o#pzDyVx6R8b-!|B&pQV$+js^0=7i+qzL!#
zBMfNh4(v{Yh0f(V-=EU`gp$4Qn6%Yyb#fDdxb)p$$>~3Ey8I|DQP{|^RaD!z+?n#0
zMM2-9)~H(s$^ZrirNgD!#r?E6&QrT7Pp4_TyJ5*I0TYk$(x02RA!^;4-7e@$>g3GY
z74Dl8n=|d7a!t))vn`3#5FBaB2(p`V1LHn#v|De4bZwkqR8jV$WZX#O6k^LYQ>7jr
z+r^0?9S)^+CO2VM<#>K^@v}DWeeYcR`a%mT#(N8mU<^ju$9y+-CJe&DyhkESys}C<
zcR&708Cjk3xaH<7(EKrrj9vjOY@=jhA<uj5PIauGur;-5CT4)mqkF#J`jB`0sp|sn
zq45dcJc*H)j2#SiM#eTaSSx9wxVfqaw}u39drR*Y2Jt+!zNFJo#CWKfp-7N7EO(x9
zKQ=8U`wh;`s;e!uJ}VDso<UOCu)Ow7P3@@qo$vAUGe-^vufFOx?OvSi!3^rax`EDB
zP2CWqT)Lo|PFK=eUnlC%_-2jKbB@EpH_s`hRd>zka?_XY=osRP55Ai+zhuAS!5uX}
zq;iN(KjaP?Lq=TB^X3Sdi9hZuHY>iC<xa>OG?SPd>em+!vTp2}5@QsI*75e@kxNEE
zYB?<)9W^o?7i340WE-d`qp{KFs4bkS(d4qR)Qgf1t4WI}6|%cU>)=qj(Mqh~8y{cZ
z-o3(yLJ^!t?hD9&tgAgL-nv8kGr8Ry@i|aMt=6ct=knSkV$W)1bJo^wVQ3f_0^4$j
zg~Xx;PY5+v_vG^-lV4WBf-@=q;wu+X`r_Us-mjY86)H4~mkQjln8w`1mhl|7xk8<#
zC54K!NME~-1avI%Ns#oGLS1f!uWHiWMYg9COV4e~iL70(GQE5k{IXkzSCtp$^x4_M
zAr`u?j&7XoQ@KKROy%fpj!0<`<f!*u3d&H@&3wafo?3k*L~vfU#VWx-SC>HTlX)SL
zCZylAF1PD&OiL<rlqUy`mX1s+PGs>nij<{QrJG7zFfrCEzUND54Tzz=_xi3w6a62v
ztbj9QRS*D5>>Sv#^|`7;Xl3liq%T|d>jrXYkmu%AR5}qhs-J!oN(hNy&9mFNFR&lU
zDzPiBbQ14E9P0-;P(D8*e|;ShTM)jm@Vw<$%8Z4D%V>S%UEKtp>K&N0Bj<T=$qnSW
z6$M3|<E|qn0?i3A0Uc(hBY%S#ZfUf)$yG7mv|8Tc{N&79jzLCCs+Leh*X}er8@I4C
zA2m7_HRvzJ7$35?<h@a}fx~W?v>V&iAsef$eyUyn8UND1N&8G(79?D)jOGV^5N`5a
zO^z~s;l+3J=DAG|k>yQNF=uubfnfQ<gX4tOwan_V26CHt9`$=~*FxCV+9QnL{rbuj
z_vpb@zTD0eF)<1LvRA2MEZOs70_sdV-Zdl}J$?FgaOEH!*;<Ix8jd1gLt;uY|LZz-
z{M1N3wf^f}+lglB{t~S~o#GFpy@fR;P8Pz}1KNRtXsTk;Z4yLJI?>nwl~m|H&8q_|
z2@y*e+znnA_VW=DqmLxWP`6v+qG>{kv7~pd+kN03)Yv0SoU_g$GZFf2$<KRZEjp10
zh9((^w!m#72d^-{{z<`vW?X-o?nm+XFu)K-=F)MahRhy#?fegQZjS^XuIEW7pY`5K
zjT(icVP%#g_w2<g$8<t*6uZQQ5bss2r_Bk9?Ln8xlgKnYW`2UMsBGMj*xgb{=!Z1Z
z=jgqFHC)JnA6tda#4E|?O?|3Njf`%FGQ@|1dnIC|N-NHQ!MvBYP-4%jz5AICUi4R#
zo<n1tMFW#NuSKdSmGoTf=_b>PXi851jBBhmy>x>rX7>J{m56suvem1m*KWkg)vOjU
z)*T=-@Qlt?$qFV>v-B-Al2$V@H!RA9%W}yaHIkKkjx!Cweevk?qg`2JC0<GA1g$?5
z6<$?mKO+??Ta#<tVfUxb@ngTG{4KYFtzL?%LnykBpFe;87u}4CR*tr%;NLgU0;Y&Z
zdNGnCXvvpHH&7<(yir;Kb>Sc*v5vXJ&Yb(anf%0PV@wa?lYd2&LL?FXo;rNViP;~|
z`A>J4Ar?>uR$NNZ%CbL5Vk-$7I=C5+MS#x6_oL0VDhi(Nw{|xIzDm7HLAGW-`@Sh*
z@Hm@55o=eX&3O|`U7JFMQSBtc8_KvQm2xzpSAQT$C)~>$Hm$-sF@3|+sAk$|_s<Q8
z67X5K4OvZ(y2*%$QBQ%N5dHA{n`dB6r}<EB$we6%q{C~#wc1qJu}ar8UHW6HX`fcm
z<rwzv-RC+J<##Qqg0z=1KG(q%?tu9_(atL-c1A^o@?Fmf$%BsCp0*q-zk_t-9Qoa?
z{^_^*CvyoyOYE`wo(T{l!3N#ysZVfQmnU@0?~*E8V8uuGvoLjw@*ZOzzWD-*R$;`n
z*W<@ZJl$c2>ju&aO54q>+v}FA2genEDB@40IC-*$IZU?Z9dzkzw<F><5W^kC-LRY0
zl(b+%-DU)zG?I%8#ep){=6O?7oQ&Pt^nQTr)Ie9KO00~zt~AwjYhuqwN>_Jx+kO<%
zIw{;7-;9gt*c5VNXT*g`^b=jDvbPrX)_;XrlTSFYzc211KGp4OIC1n0Q)VK%$H8$l
ze?|~+<Wl<{QDey+ON;{N!@#&RBs#)KT3`(9aM*-#qCcs|p5<l6jzYQT;%z_PCJdFk
zE=>u!%m;jhD!fnSVxynLg~W}<j7MR263aGZB&a7U_dFkk9k}({oj5P)&nx#IEr1kE
zBmfrYWGtLs)OB9t%6jlwF*Lbdo0AJ&v%IYRKG4SZvfmpc9T^ihd(M>9t48MLx0d-L
zc=`DmVx|J3do5o#S_#~hms6--{q6e4e(G=njjLwMPJQagXyUegyYcrIlM|-ZekU95
z@@Q*mh4mFjjn+0L?+*e&JFw3s{XmUQag_1%XWKmUG!O=urBX)fEDQOUCYd`W*C=uM
zOLc8i4^wN;y1|jPTTO&=;%Jj##%0{*=G{gEw(7{uyZt3l{Fo*_Voj~x&oM;f!%9_3
zg*-(V&03nDPS3xsy7(~(<G|=<qw6s*Ri5XPtQ??$b>!cz^4`eU$k!NWj${a0ASJle
z0;nrDHZ{%TSU9G)oO$(cEg5x5iJ7?y<|cEZ_r`5Qa2_%;ojFL#;elaDPA=T26||PJ
zvn#y#T30)0EV)oqSJ(5>KU$&;(3nQYLK1JB3~u%JhC1p-l#G;VS?_VJ?TCH1Joz~h
zn9)}%*WQngXPIAGTAzctX(nvlf30S&kHc=e8Il-l%W^M!a}U0^(E-f)Dob_DDofce
z^g&5svN)Kko5Qv!RGBG~jeP`MYi6pguL5~QvW$z7SLJC00GzM1W#iV<_lE)fUFo#B
z?=7->Ctb%IEgPH0Mt-O1!is0Q)(F&Ge_7$VL{b$R$GG!D1MycIUBrYy*2J9;8@_vM
z?nWjiLQ_kR2ND19@P4kVp#jn93+BczBG45gNgMU#+n|`MmfG6F5ZR}+BD}nZY^76i
zOz{js;By(>&_L7VR#Y(57ztAcWx$NCr1IH;j<YGe$IX>hqx_7E`h3Hgwp*u#MFi+#
zrd0pfr$sk|tNm@d!OM4MQ&%L#9M>`Wt|^5%B4)AbAC#YNR!xq94$bf<#HERnbJ#%`
zLvpxy(FPq{u?-InzRCUF8cuWOU5i3(TT+LeiSvz6x|l$i8XL3=5_(n&w{B3S9g{GE
zbrO3I|NnMvUf8zuAFD>v!FlWcAn7YcmX<>DA2Z+3O&|_;%HyL*WY{Q<@8|~0YTk%U
z%fd|ME9<=3DB%S{Ipcl+OOD!=sn|;9fT8PH`b>f05a0SqVXkBHY2y?*>h|4J?w7cK
zO-RfpiorVcmn`?JN#}B8+`7IFG7cHa$p+U}S3hlR7T=*bW(mz48(X_}PF+CfQpSrq
zqi6gBB?YG&WNeNw1p%&tNJiR@OnFiFuPbdxH3maXNj0B)n^tG44CZ=91v(J$frr<P
zl$2T$wUduHOGTYwQ9%JU>=pIOzj%Su<_M+DpjLn=dFN<3EwLz@5kmI6w&Cdb_~4$H
zG@%=!7x=*PA^0!2FQmaw1ABUYMJIHHL*-s7OdbclytGSf;n%~u6TK=nP5J)_K{~y+
z(SyeQkC|TkKh3o1O<jfQ^1YEy_q?_{GaLr61_3;zn$C@+y;c0ua)V7Z#yxUBNKx$7
z71#Pn><rc@W(iP{1^?$n&D&8SAtCq06GJ`3Nv-aLau*5d<icyz4M?b2w&y>srOAnd
zxCxW*f<I?g&B%!P`w!})^R=X`(<X9r6PN5u9SiC0-I!9Y;+P}k9+<i@0n@@PCd|OM
z>G-w7SjXy}Hq!wgLJ2hK-0?BZYnk^y=bR-cAA^zjqIeA#?;ClI^MkRW;T81;T8e&A
zF|k~#Tes{@*iFr@j{Z)I(3ya5Na0{5li_V`!%d1KvJDpXV<9DuQ}Re=R3BNh@$)=)
zO>#r0K^L_WN&HWvtcZNm7;rt}<Ky;r)2iI^iPVlJIRvmz>_*t$V95qLVL${=qg{dY
zGEqmN<|uZXeyKx(6wk|hxwmF`DA5sxDmoW*zKFiqg4431Xm=}qJuOR66nzEOvC*j3
zXy|w6#^iv__Jz)%ZHm>g1G5#9_kDicxN)OD_qGYRM@auQwbP4kXJ=;OjO_S7NOz9T
z2ud%R`P#qN=rT?Q{A9HKq0Zl5)s6FNhcTF?kvSiYurNPEDOf6Wq?j;uk1TtN;Hz+e
ziS*B@FFj8V6Dv+#|E`WN7G+#|d~aBP@O*b1+?twNz35;7x$kn99oI)q&JT<wHYScN
zre^J6wvsTaF->reN{c1QB?jmqBn-Gh%o{R<ky+|C#*IQSF0L?z-XHMDr$IpH%wP$9
z;@-|o+#TE+lKKGR)VYI0QvPXGe#Gy|%F2f_4t3D!*F+@@=4Rz=w6FY6H+Z0nSmpt_
z1sLqDNrZau^6Xv;tSQ`BO~ulov0ge)&rENyGNOF^pE6wPXH)IAv`Y1KUbzSrqSl*a
zr*-r?*nPUKt%}hHKE(ix3q8VQp{}t|TVL;XE@(_sTR&{M-VMSkZp27<zF#YJY;)~e
zWV+ltj<GdOE&Z^&pZg2g@|<t+i!nq@Ek(y(4721q5yKE<ncaIaW<VEckhmXpxd4;s
z-LF12EA$zz(jT1n;QH1*&A<4m++{%uAXX53jxMK^VXm$iceZ4%rl+1}W~Dyd93JP}
z?>%y1ro0}<M$0#6EDQ#B<)n<RN`OUoJ~k4V8HB3HcV~Ek<*V2xuxjgf&^YdlN_dHJ
zw`jZyy?3wEVtMoEt5Arjk|J~GzuXG0MHyvSXdgM<mo>M(_DNG)Gh~6(iuFf(&8c%n
zsvEny3hmBeNq2W<Tf7vJe%piG8?MPOTbGPPf4)JT2vjw{2~-}qk=gD94vrZlJOJ(i
zPC8_{zSh*jL^xZILk$n}Emtv{j9H^ANmbW^Hn?$I`JH@NjfvYW`%On#IV-X&sW|3D
z87UDxtB}Sg#l?~bDbkM|BVII_?GnHK(0p%RN7sYHv7|(E;Kb!@$<K->Ss?(~Eew#3
z&NE)156~5$D%E8NC-BF<^ZW2G${yEQJseXU;Z~yDCJ{<JwnNUejui+UI6=O&C1{PC
z5GQIQz+<`H?f(4}6ci7*qXJbNHuuS;gvR3{^Pj~1yPH4xo-7}e@Se_icY!fzREqCi
zOUjpuvNIZkoV6~V_`V2+lWu{C2XpV5>blPbS<LrKGVC9}`JVB)qfCC9K}>{@D<+fN
zsj06YX8)WSVq<QF?nw!5z+}lXklE%jaEygqv(Dy1XW9s;@>58jI{BdRm_6SK;rJL3
zNl-;h<wk#m2_!(@p)$(*?qZOoDH9M?NI0IF3J4XWWO;&?^UwMjxJ@|f)`@YqDZE5|
z+~x?y`I+9+=LKH{a5T*HT|8|O;;+&{`L03zm0xMocSC`=KpQWqtM)yre^ww;NJ+k-
z^w0*dIsfel{UBt9TxcyIr8zXtk4o#cE-iapuIHH187z;Bi3yHKweS2i3JIS`j1{fp
z&gS0OUI0Lnij4+|vks~D1h<O&EL8Gz)zr2A{(I}JgXhmDZnyb=^WquWT2l@V3uC!O
zwaRcA@Ys5?W<}1NYw_i3AkDfkFN0u8QKZABWK?%8EuAuL+|KD9_94LWf{+!9l$imP
z9gAGMhR(#bw`-r1=~S$je$HIE6w(Le00R(?*Qf*!z0aV{RZSO=l(eLfl2r9BF?Y0N
zL3~)8%mec;)c&#$MEI$ve&s?o@=iMB0VFo1W%x~xvZNNWM;R1i$GPoKBg0dmOKMr^
z^-eht=tdQA;8-C7rE{sJIkRg??!@A|{)MQKy1GU6@7EI*Yzi3|B!JGWT$$|B=8g+Y
zWBcq39Z5=ujw}!QGz!cEP)|Bbr4m~+M_-2K=d0NLOFi)H)x<5;CmICo?JUzSS$U7j
z?sRx>y*j#aAA{D4F!sEi>*aa+RZv!N@CjVn0dmaURAg`M9G;K^)tCadE&~nkL|d44
z-`7tYWy$4=f7L8c(R!P^RM|UI>xB9wy1eO#t9nICOEh}^Tud5r;V3~UXo?|_t*Gow
z1IG-)Zf9m&S3@^aLkvV)S5KRko5<zc{%LJhEM&7czokr>^sXt{*xde>avFFmRwFla
zC?>$qz7`cq$}1>TPfq?2@FZZ|B`VhoX_q!eSx>EcPKEkCQ^>@ky%>jUcNaU+1pkl_
z_oW1v;@ubRevs)%KI3yNfi%b$csL<_?esSk<i7U&(Ipks8Dk+w*S{S(?NGYf<vlN_
zpm6^x-<cju5hUBU*-BwX@|04bL*lpsj*=3QeF0{htY3z@%x6}23TE8F*>76kPd;m-
zuNORsRSFy=ts30__~^mMTNT*XDV2|MwK9xGOSkZ_DRK6pR|@`TP(ETal65(}jo0b`
z^yCn{?)rxqO5Tw~O-dLWGwU6bQfH5Z1Rx|ba!pf@;6GwoXJ$2L%}L#0H!7Lddr@mY
zL&)l?OCBpMaUt#=`cda^E|jMnP&cm3%gbBVb17!PJfzX8Qa%~Slqk~)JtoP{Po1W^
z!f5EaIVL!A)O!*?5{KQ?+^JUZklOjJu#2ZBaZcJG4^caimutu4HKT&AMek0VjfMzP
zkB}A;gA_<zdlhrBkg8<)3?oRJ8obGc`?|d+?C`}*A2hm(2?pf!lJ`yWr=nvS!Wvia
z1Fe3aTf>SF55Nzy3MM{1F+s8Tz^TUjU$5>=B75iB#2}ck$Gmlk)oXdMx_r=+iNSm4
z{!S|eMzC^5bnwi=&i3A|sWX%voCO;>+m7Z6pCmTq!Jh`4QHMY<dCTwt>apOPH*d<$
zh6ei|)n?Xc=uCn2$#jq)Wb5%*TZC|)tIsWS7VJ_NjD5pwX2xplXu?vt9BHxiZo*q|
z7nX;go3WD^5lv+>`Zl`KAy!yh-HY#?!H`k-Qf*gjsE^bwO)$k@3|cnlcXfp%edo8t
z1~y4K&C-`5HI>y!BqDGsZ7Dhd;IKI6f`BZpU)O8KDeDYxJcG=}4``s!32R*<#xK_I
zB<*pIgJ%$;Y4+9PWn^dJLUKld>|^W)Q5epMG=W5?dK=QVL|D+?)(S!!nA}L)Shta&
z#a|U1$;YFeXT^kQLVnyctUf?2Qr%f@A;oWGdGAdi#6iElW+=e*4eajPpn@Bm2Z?$d
zb@=oP`7=OaUt)q#y`sda?>eL_=V_ZuC={LRu*BAGA7+81vFeL>aJ1(Lvy#V{uhmRe
zmou$%CRSnc3~Ev%3^U`p^U7@3bf;fpXWn%-cl6AerAD*|`(6KB9!HUH-6aO&Y3GY$
z>5nkE%eo19?V4dl_y1GJ&(|{U4&z6+)@r_{B9*q@ZxmeA25w$`_}JM9#t`^t<yJ}X
zDzq>s9+Ubxd_y%&mHiPM9(4Vm!wXLxmqt45=KCpuV?d!ihhr$bZ-_6&Xhbl)5_ejP
z^5Sgv+}jRkID`_q{lCZol<2o3vhe$lPya(`Yb=Gy!!1rsf?HtbdxpQV!ZZA@i!9<l
znE&4&wo)O(^1rUz8i=?1-<RHH&?(<WuyAG99u%gakp&9nD|5)QpRGqrk^4V?=Hi(z
zk=3O`7&H%62l^z(0MIIa-4#t-82898^os{l5jAxETIH%o-zcVEM^s}kwbPAt0=0#I
z+79o%%`{rNYmz@vTq&Sq;nd=_-qSP_tG*2%v0665!E=8-Ak5O!s;KK5!AW#3KMudP
z&|wY<L3dU=E+ME<g~wWSV20!_X5fxhhm*k-Fx{)S-~+!Ks(DOp)`@SnS>fDET~bLG
zTjs`{<bXI55TiIjE%&$St)quwug=LQ@yAabXF%HSIH-T{)lc8s`;MQ^2-9xgZ5^tO
zlm%~NC+{~H78Ab}LMMIqy7}fL@!~B@D)rgl;)R&?-cyKV^Sb}VSN`tDt~lTL-pzel
z%fk3D+21zWmi+cR>%M;$N2|j0E5Ee^HCu{bx*#NzDS2K~(t-P<Zrfx~Trsyl%(PDu
z-1c<Mt@Kqwjs<%>K~|%VFVsd3#rPCeV4=|eh~&Ap{f{8>z^e&ci$<R0Nw&;%@>P$J
z4GhoN_+FTay9oW~DpYvg*i!{=ej;2uI=3<n*@(kuK$V=YOOXGd-z#K71f<y*f=l`2
zNj`dK9{z@)NPgji_<Da4e!E9%h6#Bt?{Dxcr_gO*kHRasdMRZO!<@Sb&f*OG1qyZQ
zC;~2+n3&?k7;8p+k2ZJyF1}h+?wslwJBN2obcQz{E1D#3JUnOceE5X}fB8vPm`53;
z=>^J{V5`UCPq7QkM?Ige$r6xy@epq4<CovpRgG8;umTdc)~WET9nJsvH7F)4r?H3~
z2D~?kAJQ|9&cUy4dCcinY&d=tCEjm0hNm@f9j{6ZR`3|_{EC~5*0+(LUE5rr9^oNr
ze%#(AUJ)Zh+4>}GMk>_cB#2{QaYDb{Fb{I^6QZ2v2UOsrX%3U<%KEH?c-b)G2BH(<
zs{<t){b5(d$X3hD{2~&N=Kjw`Ba4`jpRRzrcwi0rqp&triDG26q@NB<+WTN1;S5P>
zcPyZTFI|X9)t~M8Acmk-6sqq@;?C1^25#b0ys^_0)RK>h$e>U5e0q#-J_060i@A7i
zwzCvmy~KaML!rWdXWaRrA5T7+xjz)2_6p1&X4*Ic!CVaX&>D6zj(Vo*MOK$~AzzV>
zO<@;%aChdj+}#08CWur@_yxGS{0<TGAYZl4TEe(&dxgxnYaN1znRJ<pJwYt*vc%;6
zvMb&eu<)@g94Ij>=l_J=hd-=qhSjwzYs1xBqt0+tB#QJ+P4POgRlV7TA_i!!w>gA_
zkO}9q;@uJgBy)Z`#{N0Gy5)tj&W1nYU%n1`Q4>Fa)*7-CME({<%GSEQXo!!^5+uJ>
zB!X|$KNwaBx4pf0K_2#CLv8u(M~TQ!j3|^PzUlF&*30nI@2|=_zyH&^U$B_fE=P@e
z;o+yJGUSUd6_sHL2|uI3a<$7-st5&_=2O|047CwuAZkmk{L+XQo@t%YzTZk`)Y|M!
z!RsG4Vprj<6A8{CA-%9M1xlNva`|V`sJ!2az9Ux{1@0dMfzhv9Yew(E2o6n5ccSs=
z!g8BbF~+W{H~Xs(CNp7D+K6^B9P`_Esq|NnmC1CH?k7?6Mf}i#^W!21V9Kw5(HcVU
z>W;dR?8>*-^Ct97`=-2*H&8zDPI<n$rh;?92ZOI~yorF_<b8fz{(G1B<0xmo``6&b
z?bO2Khl|LMJ2UOSgb|i-rW8N-_;uACKvKxH{!HS)cX>auAaq5}TH!9}u~s9%DfVq?
z@0BfGG`x>|)I9jzoi6+qo=`?1q$~ONv)ZzsDUpNmUw>M5MzX)fD};EnFO^WKjm*KX
zBmpLY1e*%yRFrWs?Ioli$@Gjzhplx^_YsQY#Co$V3}64)4-7bn4BBs~`jGP5YMgqA
zUk|JJS@_q!x+C99C>|7>nXq#5Os#^^Iq?QOwRr1mP4Yv|##!;|O~K_Sh0Se|tkzYi
zhgD+hcKL|)p-`xSa8H)>UAoe`{f0eK`pVR0`1BV(3?bb59wN>0?o3m>;H!9Utqd#F
zvWl;mw;Q*na__c>)s!xH8zAO?bTY<ZQ`KX~!9d>a#N(qOKM<RqH2djz(_#MJLP$^x
z>1n(1ZM3_y(A3{;0pRWZ%jXB2x%HnH`(GV>{~rV9|Gvxr?M+&>?mePt6@{YjS1A~^
zN?u;^@YR1-bD_$LMGfU#U|iW3yTbWNa={^2#SX6eewI#Fe&qHK%ID4^tM{^`ZmIG^
zx8Q10FLp;^$zgBt)uXU?CGXx1Z@gf1RR|8<!az^v(5~RAN5^=YSjEUZpPIN{^BQum
zydo*JLn23=irDO{aow~4$Z_bYv9$o@;8J!eQVl`*gl<M)KZbD>2SPO@Y!l5OL7y6C
z3cvRM6?ddjO&;6SR-qh41dAX(P_*JgC0bm{t{{kP_9!l_L60D^S6KuT;)4e$h+D0Q
zvbcpx1*AYgwxA&HEV2ZQ5DJw=0uhoB2}|D0mu*0Ljy>m{zWXOIGvA#%cfa#ZGU07`
z(ES~6{N9wK5i~?k11v|@evyCA-3Dy{L;p#ZBBbE3L<Vh`fs$J=dR7pgcLU>Ir@D?M
zcq8Z!eUm|LXPqqJLq!!s`WWV`i#)%0l(OwVubM;Ncx?vXu9w1&nn0M=pb%vZYaff?
z;*FTuNxIC~YIe}+J%v-Y`^o3-FS;L`(*c977|hsMHXAgp0F`zRi=0Pgmd3J5X@nQ|
zlB0BhMpu}%*hBzRmx3I;n3HVby%SlInu}=h9jjH>87bM{3$VTyVCNe;U_YkM$Qd#j
zz+#pd!!z~FJ!>xCjs-D2(1`OrZNZ|*i9SqGBvULsQLCt9jBo^W;FBQJ5Fls6qb4X6
zZxg#UNn`IBEY5WVzUZ#C$_>2HH=10{!y=Gm1XmFz9?HA5EPajKwe0Vi`ol;l0kZ&6
zOi|SN!(7q^JuPI5nf9C6YW$KZqamx)GYWis8@mxtP{+W;eP9;Kgb6#y#MBky-=x5>
z*9m7_V!BR&k5l6#6r&b~(Ykefln7m?1nLZ7`wsA}qV3}JRMay8D`ymX72vWFNMAeS
z)W`_jr`-MDAu+h=(jMnP8opd~;?_disB@$yJid1u`=*zehNT|nmv`Q|$OU)saA|b6
zl5dzpOqVzwuLP7=U8a+#K3<`X?0K{s;l}xNuZ<wnu3G?pOLO_qNTJs0xH#~xXy~n;
z$<+@Q$kJ9|vPc{)iR2U48|g1Rx8!PKVcEcr*Ime<^LWTIgYHPdU7C7V*YY9$Wc%19
zO^|CzfUJqfGJ}c1wDC(0PkeIP?86gMbIXJD%0CRh`}izve6#hr*D98lF`bVWMXpHH
zs$F5MAbA)#j#C;EyXf_5Wr4TM=}%mdyi_`JN&a8uk<uX`i=DX?Lq`0SFV%O{bvqKC
zJz48EI1m#R4$>$ojCkqy0S5OPXU$3g6uM%CnYfoM4^>Y8h^npc;X*nhhQKZGu+5VD
zPP;vF!)_ez^2jR?jD-}3=#A-To7&=Y9dSSD4J2fBXGOLhrL`GxNTzG&U6M`-wrDqF
zT#fya*pk!KpOOgj%&<~=-9ciK-s$S<kgd-qPKM0qTtysaT`GvXX0x1T{}H0_w7{8Z
zQ{+$ETIweMae!~EC@?{AL!}S5CpLH(g5^-N;!4`Q^yX}=qo1us1cL*DC#Sx?*LOc<
zZ&ut{pSHc%@<{DbM?G25q^l}2Z0XFoI^Z>8g-8CiZdyuqt4#!<@Y<ZbRt{sbv4(fC
zjWowe9pQ_Cl?tRX-!nP~c%W2ki>-UWj)SwugX)ng0cT)V@Y(*X5pNf8n6SFalf&Bd
zYtfax)hVeFh5U`>On(!OCm%s}KT>KP6TUe&3d_C{^d{Uk<-{*aOFY(-x`Q==3|1ay
z1-?cIhf9d^#zect1(YG*(e?Mh%1{h*RUreu3~7l9w>A=b2wx(oE^fFElVJoZ2(Mw#
z_~qab$caPd#hj%#yVDv>3V5D91uIdknCAt@SIL1HyMRulfT|tK@5Q+0RQ^Q}H10p{
zb5j*@U*w1Sn1*mOusPdelmO42`3mdM*)~Dz9l5ifTy$mAV?jSC97PvIie^*O#VTJj
zVISCB1ScN@jv|pIody;7d{S9HRxgX`tBZun)AGIDX=L%NYHUNIP6J4CezZ!zvvR+)
z3d6Oe!Q|D5PpN|;5=JWsYBF=570UXv^KnMk+Xp&uk46d|>BffFxd<(wr-GpTnQ?FF
z2~bNv^#q|W%!4uNJ93f{;RI=cve4jrZ$>7<l|diaasIdY_`!v1d_zfvV=S=Q@!N!y
z6kzuAF(x4`xVbB#YM9^K=cLGZ^&{A=kaeaD6IKFiz{T1SSLKTD2Nm}oKL_(-xonft
z{me(J-XehwzaL9SaN6w(*bajXU7hIUgDnwO9a4z0njY9h5kGx1*bch2zw|@JgJeN-
zRS4X5%9~gWw*aKi;_zzH3PEsyCO5daGP;aH?_r#k7!8_?lA}guFdCSZb)0{Jv3MD%
z#1}_TQOrtP&`(aCr!ex~MK&*vmH0_rfMri+!quvJ`hM2Bs(QX<{-UB>@|Z~K1c&#P
zac6t_E5QM~fo4e`_*8QdE3lFYA_IaRrlSQRUsO+IBUXzqg6+LUk_uLWNO3;25`&#&
zBwHXa#@Z}lTZb@!J?XgOK{ig2+2@!0=t%qmA9bDI&j!9Xjo-j{+R;*@Umsoae2&i1
z4;ov7qO{Cxe=WrK&i;9=^FvGfX5GtQXE`Q@pUj{X7l%^<(lXz(qfYe|J8sO-5e7*}
zczPO8h5%XH0)&+%woJ-)XSB!u9As_O-F{wK4Kh4QX93WU2nN-$UUGa0>-|X^aTuT_
zT^^1@U{~}sO<J{WS~a(D*)+2|qXgUn3ftpQ3PGZX(T<ETTL8!)%Ypj^tm>C1yg0zc
zb#dyg9BzSvO$zcs&H8pKV229F85+;iYv3)qQh!L=3%*>yem-So|JSu3bbSs>52{0t
zz}b_M<4??H-jicqW77JKuW_>biIGS=A`fFSciCrFv~~^4fWb>$M*C7Wm6F#2hz0??
z0~GJJe}((p6zz_Q`?_)yz|IIRlhc${Yrecn@Ji5q;16xtgB2g4#N_FUO8izz67!0w
z4jL5V3gh6uO2c054R5OwMk%NUB|5+$r_0JKLrtX%YJ}2riiK<n@~D#~tO~~)1DZoS
zt4`V+EZ>;RZg*w(g}aaaz(5m%&g&cP8Z5wme#J>6A?wBQiN}Yz;(K>6d{re*77jAZ
z@UNGb{=U}k$LR6?t!Cd{Qr=)`dA$kS5aBMt2r@tV*`cZto{{}aQ+^6!kN9=*z2M(1
zcAe%jLdc^kaM?HY2&HUwSu?In8yF0sQLt&#8?+q4`$J(_+MtyW-VbZDp3+8yZ3u{L
z_Euw|cl{JE>kYY%-`O<!-pvaco)8N?#4ZMP%^TE`@iU`E9{lHA0WzuBeB_4SH$}eA
ziRAFPJbKP+t;vtI+;cqI%_)^o66X5CgcDkK3Iif{FiB$uM9wQ(gPbWz*%+MCl)^*I
zj;b!{uqpFRjT~0r;WnfhS*MW%j1DwwiCYN-)j@D8{YVTS54%d5jL!f!BxzcS?lBc%
zGs8oNDaW~DDqKV4w=uY#qwJgFo0hN<gs*CnDc(0hRiE^GhJ)~za^WPc{!qdb?K@m^
zu2R=<)4oVMt;q4b-t|)QaJa+)=*-A+%6O{08ar%sIGBqBXxuVLKLVKlME?IApYw?u
z$9w|0?{0r^W@b~0&x7$&HmmL!f)%d`70-X}=~;}eoz$L9bitGeQ@9;wytYrMA9tNc
zh&5XT7*uh=Z<Bhr#=QP;BBvo(NcAdiFR3*wX{Yly@2omwUT!tU&t~U8Xy>JHdSWI`
zV~pfv^P15PL&O=Ym`7UL{fh>C)8hPl4LP-r1;xjx0r^R_MFXv|F&7xrts}&qk)9hu
zp(`JWKXuR}DRr1Ed%JSOl1g3k_NK(;oCwWf<3U4qZW?0XW?&p%;oHtCKQ`-(f{jLm
z{QgcMa8VK<1MMO#+-X4~vRQAE!k*htj3H0|{5$3p8C1X7C!bO)##;~h6IllFXI93N
z0-RBAruYO(mH?>#rsmx#cT#gOliC3m#PC|(mN++dPONL5Zz==aDJyUrds#PWI3Rpi
z*CU|;d=}C2DBj7v%WyafE2-YOQMK}J{3OlQ-JKF2@8uDRl%-3bHfe_=oB$6KQfJZ}
z^4E7W9l7$C{uIuUO{8=P3rbx-()*p$#yV*uWup@%?Rh`2i`Q*IQmLf*Q2$ro86*ep
z+tU(E?Kd_jA;KeQs@5Z1g6KIbp!*AmZBIUe=ByP)-`xTa5|ZDC6Z<)J^0}FNH`gk_
zdnP2%Z3kmZS^k$*MC$5p{=3@K*li8s?(V}_^lR8XLsX)`C(V+GRJ2gR8$)#-@!X9B
zKAgEOM#PfLqrp1%FAG<6JFAQhw((N4`2}ftDM(BsXiCj`!^3}-xQO^aB_mnF_)Pvw
z76?B-O~9%)z@5y_CZ2&~)0!rppqZEH#52ho0I{<5dZ=pvEh7LC8?G9zHL!D-90cSM
zO6-k@886QrAR=?vR%%0x2#C}|$5+=`ajd(=7cEx^;lDru209I|3Yz=Hx5z{9V2-e*
z*vRc=A^yw^lDN$kCaq^SBCen!A11N#m$3Ju5=;crCo1^@#!|J|Os6}=Zp;VN3jubl
zl2Cd?aXXz<17CScfP7+$Pcr2+c)d(`PSJc@aOhF4`q)YHza<Nu?99D)v+4DRjwe@6
ziJrTm^C#qkU-jrgY>1#XJwFzShmw&^PXSde@NW@grR=#95<#AHLK%eN`&W!Cecfxj
zs>Y8o(OiI2fVqu6B`su<`<P8d@n$FRjS=G^lw)Dbg;{OMfbZ8NV2=g#C}r%|WW|m5
zVN%{f_zH~^e}2MfXaI_ofQG5rVTKj7vxkj5!IZoK%c;m^evHf`V1q^mKTPMyKUOiw
zXaIH-hee6q{L!AsoqF!&iJDOt!nwV=;I2NsTThUYvN{53#2fC5@16GA3X>Z$2KQ+h
bGbu-SxP4%87#*IAz*%p%x5(Z``1gMSReS(`

literal 0
HcmV?d00001

diff --git a/stats/LRU_single.pstats b/stats/LRU_single.pstats
new file mode 100644
index 0000000000000000000000000000000000000000..f47d6bf089967285c914afe930c5ea5dfca362e4
GIT binary patch
literal 551841
zcmb?kcVJY-^QR<qLhoHdQ$U&&fqMi(lTIiKk@J#VHV=|qc$Wa7NK;U-A{J~Qf(n8n
zii)D51}hdUsHY-|3MVLF0i@{fGrMnh-`z{&>+cVjXKr_Pc6N4lc4l_=T!->!oApb#
z0(1S@EzPW)fR&qRrgZkE1OmCiT+5f^3AZj&rc9`+H`_nkn-xgQ%k+1MHIvGgDZ>k9
zcBt`syIVRM>SNxf@)mwAV|Ffwb~Qy4FM7!G26OzW9b$@W+@*tP9KMn|t>pEZ*=DZS
ziym*F9;sl*r*5rt@1ZLU7T4?^U$3_(7_!IkW7Mdom-%yTOud<b)EVfpn8vEd$<(-_
zFLh>~Y0(gWqYkNHV`3LyxuW3+gMCuwK)K2*#^??oq&AhkUVnD3-vXL3=1tU!3bu0G
z7ol?#1{>`0XI`oQ=Ye5{O_%Wd)Tj<e&6}4^7)rXvgwyexRR;yD{?TLC_lav~ur2)-
zZ%f*8si6?fq4pImf2Q9Tj70RI_pWX|bMP>ORmpgJdu)eM#ym;Rb<_sr^v~hsbmDp4
z`Ys0sj|QH>wM}DhS~A?QYNB$77><U(<(Gtn4pVkEFxWGRld^v8-b~|iAF5gvseY_u
z=)LcGJ*D}eRtA$Fa)!)b$^(x$Z@QVC=Jnyf%z!T~f@-pbYAT0q#Zgx^qPxmDTIZ+P
zMt6fvpOM%lu5*?#&uT<<oFjDAQ84Qh%m&dg6Yn0oZO2xybV|y7FP@z=wlJ8kI)Hh$
zZE*_;v<H)9`!YS@0q7Ac3RCEt<4qN_crq4@Lj?=ppM8DC%CUy}AnG+i6Z3og9IDKT
zXD_8<TFF6%cT#WVQd1%p(XL8Kt4AE_Ww4F!>^R?~MuHxrUMsFT5~NibAgwAWBGyUS
zE#c3nPMct`J92luI4Iu_nANF{b1q)~^11PqejIPGyB7c6Ddo1bLb#3f7}dS^MsVAU
zUe7gMlQp+lwW!<Lyjur%wx~X`&eWe987$eK-0sId7|N#dXIl)qGC3jJmm0`U^Cd%~
zB~K3qvXj&Nsev@V)j20Wj3tT{(NBmc57<4PfK$PSKfUYz-@n-GVfUWg_*k9SzVraz
z<<anhX0E?ejxTkFkNJbimY@0OBujAx_ySxT!qo}7+u*vto#^(IhqX_LKl0g?`w4W%
z(tze20Is<Qh+`$E2C{NYh+-%3*-NYc`B$qA9`^CstM=bJ^<x0HIsk((Eoe*N5{6JN
zV|7Bo1TL?7*q%M7{;gm62g0RWX>bAKVzfZP^3zB=YUmCk3S^%1u&1VuPO6voIYGZH
z8hTb<X0DlI1ycRNpqb5_1Ps$sw~;OkteB(_fxWaOu;7ARtiI@JAu0$`^q-qiF!RP;
z9@enRmvKXm9U`c%X^BSG@~7pc=9+<Qzzx%4kk}Ri_gMPT8y`P^kl=QY#x|0ZrkmN*
zech7%*|SV5ke!8{B^qtbsEV5^eY*0B7arP2;JcIxyv;te5=!FKkKX+`wtHDl=n}ZY
zM%_$<-jF&2^I0@>wZxiL`?%JGBVQ2aT}y>|ASc(%GUxI|ToUSz_1n2rz;k?7usF!K
z{kmh_>9@9dn1d)K5Zp>jC-GB+Xb59JEMq02V2TF?Ne&Z9`U2~Tz$lnJet6Qb;Vs7}
zC;EdkasxTZgT_ow4qB<nVC`9c3mZ#vUapy0R5zT<1*=c^vF6O+r8_;$!ICakk7P-E
z2<RlM=owX{=`m~0s}pbijL`2?Jkf2q3|eMJG+-i$po<VB1(N2!5a8aW0-Wv3@&_TJ
z{mI^e<A)C#5#5JgNJ>~aq)M-g?PE~Vq{&5hq1Nhkjr>FZoX<J_ii_<caZu46s0nzq
z?b-ROYw->)dJKt!5+)Sg#gZ3&@6F2H?qQBGTzT<hm@s(!sHCEMQ3G+vhKnD_n1r#V
z=;FW7YRH&`Aw_qgB%EWXzi74{lQ@24x1#${lyVHC=f%#)nDIl4?m>;>r|!3J@9`Md
zS1!JX$s>#IL9Gi%4;MY#W5<svW-1h!{$m%DiXMfclVc_>dUcN*Sc(oD>~zr+F+Q;v
zDybnjdbsF`Ko1wWvM+iNNr_{MCX?c(&_7px^K24V-7k6`l7^L{1BVE_XeuR*7*h<D
z)ENHDL?n$#N+^01YOWp1`NdB}(&(alP+P@+5#keuj~ZNb7itjyrHe^ph9?%?g_;V7
z<hW=$U7b`+4{8vO$u2=xwbiCl>#95NSl{8E=RYOADL#60n3I*69Q4ge#=n-|CyvHN
zXw`-3NJFFHMJkRtGZ@Z_!9bpc175OsmOnc!U?orY;dl^8PS49u%?$)HgQXz9umpTS
zLueJ<WomAI4nYTS(?@5qlJKvvzMX&kpsxv7=@ehmtfS%TGv4`!dU<<}c+<lidV2{+
znbbgL!187Jl4qM_IOJM22k5dFsAW{^i+O!Nz5A<DD8IA)){MFSJeHj1%k{y8i!*8-
zCZXs7C<R*(<|y@10t>1>GIDcsiiRv?<l7$h=IT|KZ-0tI?h!qIku0Mirw6R8l30Ak
z=$*~-KHA}7x9l4C@v2OIMm36uFBeZ{9y7Cp$v7TZGmAbp=~KvvgDq!F?zYdv>Q_##
zZv1wVh}8do>8hkLDS_ZP)0c4W&dDdBWIxI9XXfCvNHbD6KNYr!|EFOH!WBLBVi@nq
zso|%#|7mLcvwWF(zFcl;;s-W+jpzj^)Vtl%Tz7<~rtI}$93ab_ZPPC$&&<s2WM;R_
z^5<p*(pvKW$JBSmiJZGTyk1!U!Y$~$xdsK>+#!4Mrm7b_toI#1KC$YBOUQ125B+*?
z;Q$Ft=Tu0~T)#IhA7@T8HPW0YHWAp_1P^@={2TyVyD;Pc{d4@Og@Y56eaXWXEx+)0
zt;XMYq*XTj4G;`9f<ZYm(>vSD&4AN|PQVbsS%F#pv<|UhvZ0#=<efO*w*0B(O}iSb
z;=<SN>(u9jaut|=k=v%aJs{iR6C;d#Wa(qado6r%?865<topm}7HnP8+vs5XdoEDJ
zsvPk`nw`uzbkmMApLy8X8-~s*)1snuhnR1ZOQ1odOThMv0Oy!6x6!Yop2c$i$-`FX
z{noKd<F^!u$}s>@)0+X0LZ+X)nljB`F4{ImGpiT16;%7h!xrv;#P}-z2({%l^^xe_
zT8}C)Q;!E_taViV-&>k?zyGlg20PO3=jnN^PpIm5p)2bVUOmjs(N9wKJAUiB{-1*1
zJ?!-=kB!~iWwomQ096;zEvm`s$b=0h>|x`k<#pb_c!Bn(97Y|C1SXx7K+x~S>;++8
zhLwGOE6f}ftlpz%2G*`P#ZVv0xpEgxKpgj}I0$IY!Kip)o0ys!>O&IYMrv708kM~%
z`MKOsZj*%5g|%q2`|Qni>l*4qHeO8=Sc#l&WL%GE^XB$LA7^I78%%y!n>pzOEja1k
zd;7O?ZDN1+F!^C^iLN45BV{zVn)52Arx`{@1v|Cw+y^Z>!}TCP)S@^^6m5hx!2Nnb
zuf6`gvtf0Dtn3i$U~RFY&U<Vg|Hq?9yB0JI)g-5j@MMzT3XPrX!qr%!V0zJ5I>{D;
zAxtV*jc>mBV{+>uhWeOiy}*YRu8V&x^4chxs1Hf=7iq#8XnfM)3m}i8kL=Nyf^?d5
zD%i=ZRvkX;fip{fND$Lv0irT@mI`N*)s6b4f*DWlUA_OiA3W+qQv3}1HK}0LU+8vk
zm4p2Z^`VBlm}pfY)t8z<GRNFOO{icuCqCl;*63-l<)>eNxQUUk{HW&7)TFj>_Sz0(
zUv91y#7K&1u6n$U_lQjp)^hat4;YdcZ1|()+I_vdzrkL9t63X=!ccgmUc>kRb|#we
zg8kg?b5FC|vDE)<xA63Bjk{y*ayLk6?XIc8S+lVZhB2qg0}xN&RM?iX$33>U<tf^n
zT1M*)+&5K(h1g-b6*BC8k1fpZCs=)=VMVG_sTn>i&7Ygh|AkDn%oJ#|!e!A^BOC@V
zl(F6;gq1cZwyh66R$KfToUS+A!tf|b<F)Z{3^Gh^Zs{^fq;D#i*v;2@)CUGxf{jrQ
zGB4YN;0*dQF=9W?7Tmk>uI?pVfxbVcUc_z$qjKAtyBp*j{D??N#`Xx8VbP=v`g55T
z$jgE2Dn<AU9Njo5rPM8{1E8A{&X001^e?(mJ%l0V6uAoFFL_cx4<)FJvIl=KRYA9$
z_!m%5RA?8Wq}N4|DUb$@G?)vuC<~&%%;p-Lvl~4KK_)mZrKPSzi6;=pAcFk-R5)bC
zP4Xm<0hC}5l8`eYOS8Lb3VrUNfAm^_uUMRQULZy)!OSZ=$Vy2KMsiV@_BH9KtxVqs
zQP@=ZSoXm!`z3f0WgmID>Am$3oHWvtEHP)|#PPZZ)Gxu^Ey2?eiX*>kVnLl!Vji4s
z1`EfW7O+^w!pQfI<QsB$Uj*@^7MS%N!F8Q3gs_X8;1bTTk~;pp)agZt2t5WNfL@c6
z`!<cClpM-Zx^?f`t#Be0GQIMggbqqSfEiXv@CAWz9+B)*dibe1eR}jM3BF=aX=nlb
zQu0uW$*w2~yz+-Sz?YspxwA`xuWS?!@|RLT1YH8cata}m4MIT3cn?;3tGDFQ41bE{
zFJcf{%1P;IpImlc#6rU$q8FNT5V{Z7LbJMHfDr*MqRI-X0Il#?-9;4*MeVq9U0GK|
zLlF!Gl}zq7V5kzD_;zH2Lwj)=8N=;pCeEW^TQ2=&$+pTLdDMs1TXavqiYl+Jy1(Ow
z?T4i~fLoGEV7M%wH6t%4=u3wu+m48gw!9<~d@7XQq&_gb5*+dN@Un4ybJ+>w2{08p
zEJ~{yR$u&J_Mrn{+$<CNl6QhXD+fC#j)CD+YFQq7wyj3Q8BC15fnia2C#qDVDlt?=
zoH#y__M(u->c^`%lquP*jmS&HgeB}#_P{u5LLKD8v4y-Inrol3Jkh;NW^pco(s50i
zKi!8oCl_V)9v~&BZ6|%d^drN$4+i9D(BbMt*Q!KUWw&&Qh7zQwO*CIHKReY+w(n^0
zjyX|+K}zXT&xw_njX)lkS&xtwn2UIry&l`_!vn}l$H%$;pqtuSL=-lYr30J^<CZIA
zDv@YSg;D{T;M6xf)&Tq&5{wR3;&i2ETB<IkrkAidxTZq)u9k=6tkF99NJIXfv_Mvo
zVni<qm#hV*g@PmZ(f=Tota*YqdS283WF!=NY#TiQ6{3!iOWUzjv?x@2yPOa}932fY
z@|0J&%PI?@j$Q<OTHIk(<Z$&^gg{yCv5(WMX+>Z4|Ijlb5<Ol$XKFP{r31Z={9k${
z5l#-6G!vm`j>!$z!=%Aji-W0G*72f}H#O52gtbQOiiD6Yr02@LdM+qnwW7t%(X}OT
zA}tImY&zixC`B<)AMu}2hkq?CFx$0gI0{s#JyLCM=yuru)Gdz$CLau$AcTd5pP}W6
zLiZ^(6D218=b@@T$$)33oAypnKvZ=dWTb?)$Gn?Za>#!hs@fd5fOGXIxzIMUyhc3^
z{%<|z`WT;0XNQ`yg=u#G8xtwYdb51l`I%;R-khSBo$6MEKE{v*@jrK)7tAc7Td|M9
zQYM!@x*hf3$ZK24DeBloX3kYqXcM8_qS5hxTr}R2+@ggI_P^3NH!#DWU3@69np&we
z{P&@fGH)+bCl_n-s)Z_*1@u{hKR(}wecd6ag@z^;WSFk!Sp7*E6oY`LRDJ+*2_X<1
zvd}$f0q`BpUg%nXmCB6LHcJUtg`9-xQil{-#jocQG&PQIFx8ix%{8?!`S>JYy*(GE
zYLtc$ic7<EK9Fz=nL3BUQJSfvaD4dtxNhkraU%6Xh1M<Q?g0{)U~}iBKzz7}0TIU^
zCvZ&;$=uG9RcX*B6)Y3`T{LHC$coU?N>obDNXyHDb1oXLCbV1{w#DNe+FDA(8U8FY
z7it^<KIoW1jj$qx)Exo1gkzpyIlpE4GNmwal3CB8BF06|q2<p3rTHDhXo?h%_+`cK
z27*DTj0UR-t%Q+7WR&1vP$4`{ffVncwuY`W1o=@iS1agPF0%@`W1^*!GATIX14}Tp
zDB%7%seW8E!Qvs(IFaYyR47f=x&M~1Y83oD%YCZWr$i||oZMXk(N##9ljw!Bp;(HM
zZp0GkqM*}tT;lT}KZQ8q7eW`gmN2O$S+r$9oG%;4u>jQe?%kq!GLbll3T1&&3beHp
ze~vhPh_00vaU02p(#{Q;529zCB7;PDkO)RVyu#>bo_nawXTN!@8%5`O`s7lv!z}iC
ztmUE#ZNg$F7SiQidH3!U!mk7`r{bL;5h;)?uA})Z7p@u+X$er)HS|(~#Z2|0bbCIr
z_LfhfG$NixEZ98}11K$lX9t-XO<)aKT&;Rfo&@<tq7r<j3Tc}(h2ma7xKp9|$6@j>
z!TGCtu){_oPQ?-Of!~JYfl?AWlOLdd2_bOqZc=bNm<O*E!jybwsL-OwvE)k2PHIG?
z{1?*8I-(mDD*Q%;fLS-=&scYQ%;G93%(x=rlLy(B;O$UjwkNM}G{UV2jeOE##VPAY
zkG;H((b_3NeyKk4uxlWo%0Aw30@|!yJTV6pzmqEXikSAi1#_^46l1X|?0j+2tO(_x
z&~6SA$*8dPI;<(j<-8IiN7Rtiv=rWn-fxvoCWRa3#Zx@pqM~tydL86<wKLO--T<V5
zP=#@zrxFYcQ9T9Wlk%t89nmF9c|X{>r6m&ms8D*b>d;z=KZElNs0tPK62yIH>4CCt
z6;(JyDwG+-u2MjZTY@cKhxR)5^>8EV)#h9Bo(LC;63Oxd;7izdHTXz{hmYLuK;tj%
z3`&5agA&vd-GPr^mFDVH;m{@BY<22YqD~2$m4+_wqVxH%5!d^m+K?q@TDOb2;h0dN
z&sPp%UFxxs#$c<W&auVQG*MBgd@kYi<{VpA7LVA9IDPABQO63oEUfzrAKe%7;D69#
zJt(SZ6qUv#)Wgjxtk}E<92TmU;S1^j!&pa9>30nuf9u483I>xOD#lI+p30w89TmDq
zftA*agiI_Cc@%MvlP;8*vT0JR!LDDn_)L|ijdi5pK?D+76s#Sw?bP@!*y`M#vIcu$
z_VxkSt!O|NxDrH9q@iEr=5U%&!hO(*?5Tjhsj&B)Z=@vsQIm;c7_Hr?g9t=D@>O&4
zubjLZ`7ZAL``LoP(~A*-7(;bpimRijLn(BuSOL=nd=bW**(Ueif@=~CHtm}s<>yr0
z0GLlZU{Xcqs-s|1l(4mp!{ou90_KuhzkGT6-Xwz^UU&DNxE_cHw;t6nMO3J(j)JLY
zCDvR*cv8VmP5*l3n}0Sm*q)vJZu$3Q4?T-FlE=7;i1`-5r^Pi>-B4({2)=ek?Ot8~
z<iPKiVDi5_+HPy*XRlNwcIYLpItnI5t&0e4CrlxXpksXb(^Y>gXje^<*a6d3N5PEa
z!!v`hYV!Ob5kbbHS%KUr3Ow^VhyZ$P2MBIG&#CU}#!+8&a~Zl392#p<$|YW~ziz91
zxbl@P4Yp|Bpk-&vT@KXm!;j#&V(Jh~GL?nLpg;_HUN)ib&BOhq?%lx9r_dEI*x3hP
zzV`A_V7`JM7T4a!hVx0Kre+sVGE`l-g3R=MZ%#fXd!m?n5kTIs{;DO{mdBNYBR#4<
z*LMTIIKUf@qlOK<xaeWx&XV6teqjU-X64u*HsE)Y3ieIwpL&<Q7a-Q%aV97JvMW{K
zyg8j{K`BFk>}jkRUa<a6o*4N14LuNeu&DgMWoq`*v?!*IqHi|AY!D5z!V@tq4t&_h
zU=8njbmP6RQ05$)z8a>hj)F;?Z>^#EaITbHmpAKB>)sTDb*XmY#r1u50_LOCZ;WGE
zxaugFbc4d$!13gVGm(GlrX3GWz4gv<25XW(-AElvE1L8Mz@+q4;uPnqqhL~^CX235
zfOqL^CSZ<OeqZwbxa$mde9x}#3&#N_1Z_2nfcBDSlr*+PRF=Al-hn6obc;2&{W%Z&
zV{Lq$$EN*eSZ{D#!d0pIdLYDZe8l{5bYc~Q&HMARfs-CQN;14jwE9T=QCQf3-VML+
zdhgS1HzRcYsfjb!-27!*!`j1pas(}iE&h;)4H&Ybwr3-95WOv`XngNJ(P3k?*H3xa
z-Iu=^3jUc&$h3$?hKFryTXV!QFrLOmg`HgoN1~zk?0sg}lW_#9K{O~f*L2;Z<CLU=
zm0fpvO5#w23=RM460_IYt8wM#Y@=up!ps|euGV;nQGe=T5673AyR2Rv!o%gz&kQi!
zi;GCaBkpS0I#mG;iwc&z<j&uJYmF-}fl6yn*L-+7fh!EBLQHfTCv{wWX-?;X?54^D
zqy(+YL<qYN4ix8J9YJ}`3gU1DvVBoGe{@0ST?D<oi)@j3oYGUf_vzh>sQ3X5)gHFS
zSg1*e#eMY5;j34_bAutn<8>8zr<$Gn>+b`1*I8;<mjP6Sc}i%~xI<O&%B}5(y}ih=
zI*TeAd6B#3h==9f*r{XoD!*a9A6-T0d(cJpbl;x$QvX$k^`WSu`B+@40UzJ<!Ruch
z-hYQ-?TdyowLw<m&x^1cs&4!0>)De=8rJ^kD&ht)s=WKlq>qLlA7NPE@+#p<_{Z8#
zt9Ny!hi~b7yo|vXludadcP2*ky?~<WqAX`sJ01P!nVS6#>qk)~k)Tjv-{btn!^YN5
zK6S-6GY#ucQAJzM7QOJ(JAql~XmjU-{$;mXv=&M@G0RxTOkXxj$;)IunCi1}&BV_I
zRsr?ynrE>~<GR{YSwAg$u|fjzPKkM@5DQ9~tcZKKJ<A1EvBrYR^_otrInI#LiJAnz
zT(Nw|!1W+OY@3&F+SqGJq3bHgOr4SGGAn2x;=c5+9(L8qla;^9pIRu8ATkg7x%JRV
z0?mP+pC9<u#>vouPQLlzxeAMO2uM@c@<AFxx@u93om?D8KliYa|IiJas|ZdB_8Q#e
zpu1$)SR$4=AE1k<YN{R>P-|twSyvPM5)O_I_&NFAX}<WdU7%I;T)F+5udVY5N4<VD
z34mqM5R?;Q{PEF;mJX^*$Tg0JfU{KwW!=OrqVeEHTvy}QvgB1YhYv48iYVzRqE2f7
zw)H0M?R@>a1|zd!vEyG)$r)R1x?!Cai%av(JNK;UwtMq&4{P$o;oi01e54elw4()6
zQu&21B1F7nL1}Ih)}ik`tk#!5*Icre^R<f*>DgJn+*DUGC=QVdCUY6EHS>P;WZp(e
zHQh=AZk*)Mg}9=TQS0OVvGtO|?dB60_vV#BcI0Rv1vEM;SZkx>Pj7j!1I}Ia?b?LD
zXA%$>bEM4Wjto8m*Nn)l60ClT@p-q@5d^`d8f4DR@<k)T!BL@tBUwt_nA-!#IfuGN
zV&P(Jz?Hizkw!v=x}MJlHh6Po?q9<T)h|-u^htF&8#E?LwoTmo;LVBW;|v-4tal^f
zh&%0J=?69+9Xsky!@7X(BY0Zu*|1djZ+Y(T_@-kF>)#@)96q!CpM$ri%V=Vudh!8@
zo$(lU#_+<rAFuTpGMZSUtJI<E?pU*J{gZtRt0I;TaM3I)lL4}{T@SvqWKPhqDo0mQ
zn`c@!sX^0_&Qes-9jS}Y=JwF!{A;f=tlH646zNV?o%QDPgRe2Hfnv}!7%@eyJlhVv
zHsA!7&$yHEx3xNKSc63sjqdW7uKD1G9C)S%Hc$Vo)i;MRi`FnyGUuYdP(uXmk&D`!
zotK3>YY;GqknllrN049LBv|`M_N4Buk_~I9=tfVXU|OgYThDiE*t+&Z#I&w$0XNUJ
zy{~{q;bMN_1V^a+?!B{5)TwwKF`Y{wU=J{}d@ldArmk8-Z+&s(=Z+U98dm*i>Z<)=
z$@Uv+9z8OM5WXZ@1k1qKEO<BzSu2H5IrXaeeebuQM9|t41r1P1h!>kzMTxZU>kNs@
zJkf{fP=amH3<l^R6tOoB#;_%kIl-x5FWla?{p~NF^sq6rz6@`9`TC0hZg;{rb|-L6
zdv)1imD&2%-Ek=dyo6W@i8=noc_p3XniIArvk<O0#$9^zo$u}3c`cE-q?3V76~NA&
zYi6ehiiVy(^7Y2-Q*1^B{+#1^TlqFpf=c4RJS`6k#}4syVy`Kq7W7RWdam3x?mEKW
zm3t>L@HlAl2*XPp)2QJoE#j+pUOV{XJBb9(CFRNG)UyW-I<e3Nr`AE=JFnZkW(QYA
zN^sfQUK0vW@)aZc#omtOD4$N)ymr-xh3{i|c_w%1@KL#>fs&GS9$dS8;R0l#9v&@t
zM3R@Y9`;hgKZicN=T;&@2~JKMe@7z7!mrPS8xqBigZAv^r<+X8o!kWHi_p7$e>l2~
zdMO>1a(GUe=&f4&$AohAFZ6}=SB$;%$wLIWgqS58{~*M)OPeW#I}+pnE^}8EY-Ra^
zc6vEop1bJfp?4niumc654y@1p)VC{>5`t1FRcYZ4Sg!L3#b@4)v8T&7KjUG0U);3#
z=iogAta-Euq|89cshK8xt<fam>`4WCy#4PB*H=I4VNd5CTJojmPJ-kzv*7+PGMlQ<
zyCSq(B}NB6zW<pr$qNaT%e)~#rThJ9C4p1A_0GX#7B$GsCvdJ6EWmkl0-0uNJ}tlK
zk?J{8@PrlASIkH=R3a{?9<S$8=^UHBN$m8&*0BW2l~O>UW?#J{w4AUsTFRU;q3zMO
zhv$wX5$@s(0n4Awb7%AYpm1Q)xy+vLJ7r~T?qEX9#TNpYiqI$=lF|*HZfUK3eZ)k9
zRK#S8$YEbv8V~9#pmkida5>U`+<^F7N6;vXpqQO;1r!ULfEB7Z%1*)JyxX97?ZJO1
zH|z6BAE0Mdgnc@K$a=!mLAqMgyhe{U=BIJjK_M6{#u}kApyZwynX&5X6rzV~o!HCQ
zZ&}4%byKJD_d4F<>2ha3!)h3<FbRhuES6>7%{}txuBnE+tE2fwZAh=3obpubXAMHA
zgfxhe4mXE8JL15|Cy)yE@59et*MIn5Fu__|x3s=MId$AeJ$VU*I6Se?xmOFX+GRP_
z-yY2^xy_=5RWL852-^(@N`;CxVINdk7p%RJn;Bg8=^RQtB#!bC!-^-|sL<x%iQC7Y
ze&HpqG`R!|X`?b2!at|jy;sd=wO5|Iw{_zrBGdmA7;mTLqd<rV#ge0LFDW8~IFBeZ
z)nln2c0bi-o?$J(ZxLq+wMtrlvS_9E4a=~aMsu1%zW0-VzB^z-j$t(yRrKN!>85`3
zuqi*@y5ycTK7S3P=MRBPdBq4{v)RN^HS@mnu!Hw})%CR>#~N14XiQ|@R(4b7y!zig
z3Cm-AG$zWkFzA6#wtaYbykWJ8hN4!^q;>U|E;j=-8Lp#-OjuaBD&jbQD*N@epYA@I
z)g30_cF`TGbvXZ2@?&jZ?`v2cqN@m5iouWi{=v*?U2uxMEV_!CsbAkeG`CGCU|5}^
ztEidUl{of}?oYsSd3kgdnWB(AePfNU_kIB@ad%NgPo@gps{3}^hp!&F81~O-D9Qkk
zbM7<t%7^m}tFNe{O~4}CRyl*k&TKyVx-0KCERU$7b*%$knmpBF3#`N`spW6mbluH{
zHAYm?9Q^6~2P!38fQ|J1t^anYS}(=0CP(9<4wv_TKeqCkyz30>8c{`$NOXjA`P*?H
zy|DSt=L~DAsKPfkDp=n5O|9>I8wur}ZFpJBM}NPOn8LL!a&?J9nniHBbJ6L}l;i5L
z>kmxW@J0qfa_wUoxlwmPoUr&e720sL_}A+SJY^>smM?nviY-<ht2KSu1gweF=qhTq
z(w6qE(D;%p!}3Q{NE|z0MxGG+&xoz#!Nn|^LT?t#{ijA%%+}1T-#3>1V51>pYBjp*
z@bXTZ?n@u4h;3^|bVt=cU)p=m8l;EowsT9fmVaatbxJrg>L53NYMy20=0_`Vn)YfK
ztxlZ@?oNY^hEhmD;Ay^8K?Y6dOljTjMet=%RMEpw!L2uh0>35>hd(ASdKls)1bTHI
zdi}FY%iL~Qv!kmhGwqop8QWsEt~9Lq(H*Jt)cdXOyXMNz!MfKMS*3rg8_zGOnPgZL
zwGko0)j77wAK$fazH5eI-5{zYs*S+k<l3vs<wJ$P;+viW|JpNwsP5JvNq2-NFqmwn
zWpisL2jEiFlm_XWdjIpG=KNefFk0A0o|~fs`_w&*U~=}%JYQNdjtO}$fUyQ|v|Kx6
zfFYy$^n8h6C<IQX+*xn?rcEHgtzw(gj3M*Zu|LY)`OCrBhYf3)ppj;b>aWxoch8Kf
z2HX0_&iIB6A26(&qbaS7^KY&j`RKcQhM}YADoP3L@Xh!Ber31<QUZVLATq>=${Yk7
zbr<Os!*u&>m*>OVxgq%?Ne_($xm1PTq7-~iOIL4#t|8D>o2^TTv5lT+(OUr5gvg3n
z%rwhTWcKWcr`s=jWfXDf|J0YQBD%F}y&CR#b@-?2GN7$o@#x&Q8a0P)`mShxQGz5c
z=fS|*ZLo0P&8vhd;RScLvpas6-TClVyl|GZ)_A9S<70*l*DIhZRM<B|a0d7M_0M0s
z7o_S)7)pj|Jx(BF!(seml1jzO@(7qN20L`urf;jvKZ0nGb<qr_0tv<JyyUTiG#p2N
znP}Gz0S$YsOQ<L3;YctN;+1CI|MJN4f5D%;CAuRONGi4uo;0hd;|yn~Xt5lRPK7$H
zK&jwIJ6)ZwA_E%jTaVj3R(p<fcqu{YfpZ&6DVOEjJF*6%^uCMB&uQ98`QtSdMI4E<
zbtZb`3KvzSOLP?#iF)YK>DP@NaT9bTQANuWF%aavSYNa3^06D2DIc-MMcz%bBkYcN
zte1);u~6K0c%(Nbkp@kL{e}%>TazhCHI`4!Rjw9|i(~|6Zl@AVR<=K|(DknYD{87~
z6B%K|A&#S`NF_$FM`eW3bP#lQWb%<|TZ*e<`)~?~4pgYiuyzda+a4=UP*YbCYZg2$
zZ@RkOJZkbq-RC@RH;-aORb>GBk61kJDs=@ensl<U!dp6vG`i<9KfP_=2?U17jNWc%
zk>WC$7e+dIbVp)DA9|G2)e1#(nVdaMx<k=b)QIGiTjA&`@;W5*x1NzP%|uL%ZTn56
zIikYWp}+O8W#7KOX4CyY8P<qs(n&^FVfNOj=qieIasgQs?ieuv3W{WXYg}{{IS>^F
zZzV-n5xlz%I<NiOk~J~9ih`nq#pLKJiltPQYoe>Dj#QPYC0Dt&<SO1Gt4IP_z9OqA
zTvDT}s0mQi^+#86(}hJ>QBV|h$y66HjczD2qN~V(sLLHzR&*8j1O%e1DE5}%teMeO
z+;bExvWgl}UddHv7g<G3z=`OkCVx=^UAhYNQd4VMZsgWk0Yys&0p)F^AaCD)&Z<U<
zhIKx=ia4s`RfL736Rz)R;b8brG%jk{U)VJAmfg=@ZCGWn7e`E^=*TJHtB5LvpewH*
zLAz@gePpl=^}>Xm=A9j|iaQsmIh8YKRV@-RHSO~XpA95iXf$oZlOJ`#>7qt7?&<(C
zyCQpR`b^k58Ve%n;mHk$DRV8Ua}h+6YstPigN(h6qtR6(lIsFQ8Wl~X$a7Vcxz>KW
zBPtP+1@}B2-zZu=QynW(E-ai*kd?yP@|MSKd=jeyw`E^GaA&pE0q#60!O?7=7AQjj
zy*^S33?&&sni5V`Hf&sqrr0;z5gd<kxjheR{8DCFi^cf$Vv-!B_H!Umg8yG3ke%y8
zVqNa}D4~Bj@oo#2>R&E=t9dm0$i`Y!UK`DXO0Xy>q+Lhwsetl^hg~^!Kt})h*U&kv
zgg8BQ?_AvoFL01quMz<o9*ciZ-_yS9tD}{TiBp9Nr4^{#xYEX?XF^OC6ylY;PStPO
z1P1Hn(PI$P2t}~!h87vu8OJ?VRx~99r(@lpJiYR(RTC3%*pG&y=&8iL%Q&N|NGWM8
zitb1WM_Jcxzfp55svsksZNG^g^h@%2#rHhY2*N2%g{|BnCTr4PzxN%LzC{^967j3h
z&(s<Fwl_DgY;$UgA#d0b?ZrvWy%a8umWOIzk%m|6PC+`2t`rjXP0Y_cR!0G)kSa1h
z1$_2Do%iVh9sambDWr#-N%U31#k0cg7`{w~OsuXzKRqfjmAG&(P5#odpyx@xl4NV0
z{IQ^f;-!2M$S{T{ei30*jAU1=C6uIBDQooq^pZ?o4#hGRO=8L2TKL#^7d34J_r337
zM{6v7`r+X|ZVaKTMPUm?s7gQb%25!D2e)o!Uk;lH6|C|33n|a1<r(aw?{_@**`oRC
zDpQ!0XxvYO<1NEGJz&y{3dJ;|OEc7)H43a~jV69{cJs&LPiG#D-)OK`nvYy@`<QL2
z8`H#+4%Om;v*K9^v00%vedVc2g}1ilSDkLK(@igY)~rh|q^5Yd<fT}2RuSDs2w4@@
zD5m9rN50(f2`=fIRIvT+>MmHb^ihNL=`iz+4h^3oYMreupDxEm6p>@m6E<i}yocB@
zU16{$U}$Vx@_Q4Srr=@vXL09X{B5avI30lzo;BxG%LoK!AR%D51GSq>?NZu4u&ef}
zwg#(Q=C=OxI&(*!E8Y)UhaGflUpu8|MFc+lxeYz%@&#U&JH1)e-G5cobG{f|hAQ`?
z0LM8w7ESpv41yQz8N(R3wEO^ER;^HT&8V-h;>hdQeVV%-<5ABAW%=gdS)bxSNj3<R
ziX-U|gh!a(q|g(3H=7ps^6_B?TYGTJC+*7nV2K+;EaRMXR~-eLb|lG}lw2R6JA(Ik
z!M<qO?(uy_rol$Mc(lx+-1qtD#sj#OM1^3M@TD{*X*4CT-&Mc!liU8rsd`PVK3|^l
zAudAP0wl4E_c-`W;u<5}mGF`z1d^}SL2p#Bm3snJE~}SjuuieV6CawkTedc@h#?$#
zV?vQ$@zA#bh1_UkuwK@;tAC$@7-0J`7yXp|skDFg^)jzA*bnmu*KRoE88x+*pN5f+
z0>jpbG+eXD+j@8o9)GDk*!%Or-TW;hzWnJTbf}sf2gQT~mj`QN1XQr`sRQ@6nK;8>
zJ%7mF@yGg|a&3jzQahWI%^(t7qFHO)h~ovz>wE6KrGF+GY<g<X+S~iD)A(f&ex|@r
zcXQdW1&^|VNd}wz#rdSzf9Q6fJ?3KS$Qie05X?*gQ{ymt``nI~Tn<K#`QrVJk6*t|
z!_-f-^ttZ*S3RbB4E9^Kq^ZBOTq}oX_QyjQp@wRmdXehWI|RfTf^?aDnbATQtG#jS
zcTUf12-n<0wXTX8^VYR$tl`HaXyi)?;-(;70p$e~-qmIX8^34JhtF7@)ts11!5va=
zJqZ}X<ShbKaf!F@Lyen1v$vLE(XCL3HjT=erSIqd-Ljs+cFgK&Tysksg$kFW)>uIz
zz0hv|I=|!FdDr6cp}X2mDZg=v7F0(`?pEb@EbM1$oE%!`Kz{!}KETDvX6+7kD|cg_
zVLb~pBbfNi*?+%%e9TaTeNyH?xyma78WjR<SppUEmYP(shs%7{e89(j4Q3o-?=<^*
zHm3%Dz*9g}|5X9MnEH|%Ogf2%>Ui<C4zA}?T%&%-$g#+_T=#U<`%mJYZ10MVYA5`R
zo7e6!xaz1r_$)pQ#IVZr!rgHCi+)$v1lQkGw|xBl1I85w(^W^oq}jCSvVR23w|Cz?
zbk#gKI-YAkG<oW$^gfS^)~-4VCcRo^Z713}@oaeOTSu#Q8)UF@e`g)qTzySpFkN*N
zOnO+!dRf4v_mjjUN*}#hdF11HBMg?4UG9zkH;&h=^bPI8uZa08roMtd98$!-!tS80
zI99|McA|(F;EYug$#bqc3Z{O-EY@0wW*jhEvFPu{y(eLx**|~8@qJzC{_oQoCa>tO
zqhQjbUe<F|-$~nDv*M~8Z;)ZImYcup+w!#?fVoM-6#csDD44$yOuh-lniGk(RIu}p
z)@}60{#J(im}li;60qKisiR<4q`jsZX$d6VX+cCF%zBLK-g{$3gUOG1_7=w%k`)vk
zX(pG|RDIP^HR_1Jaz@93h)(hzYh3Y(mmn~jPpY%_p1F?{#&NDX3NY=K79&KQl+G{v
zK*L@kyp`4efH8CG^LG{o(^W^o)G{{K@zmNSaqrYk`4N|}g^#%*U<yhXS4Y9Ti|~Ae
zbA+S**!MOp>sbb_?J_UlT(f$@YQRK265Lw0yXq*I`guG%`2sa!KaD7Vf9hx0a~AG8
z|HoI4EdWfxxdJ9nuH~wuVD2J31()%Ir#OA8gS+_nj6dy0I)ZsUt>6{{=Xm^6M12MS
z4ZxT06~Z}*_-3JB@E~*Sfr$iz3T0zeS%c<D-F+{?sL3}V2M7?Yn8peLYHZEr4CAP;
zj2AKtOL4j;h|^803^tN7a$$T-xK%^WF}x$0nkU|Ja0I2v<DPoqLg7UXt$6}3t*1-N
z1CtRBiU{9QN0kr=iiDhAF9u&sBh?8tvKB;lqOL88fR&#-^Q>KBMm0=V9R;&Galm@2
zAM4;4LC_U4f%yu+w7D>zW|#{5Nb0DgVA5I0nk4X~<BvE4r4Ok1_?TVsIDV{4NvLpd
zQ12ssP(M`H)>Qesq#z1cPC%Gq0H_WLfVGf!XkJdLDiy43)y<Q?o`zTY1||2I$DYf>
zQWAtIu8x99PXvn1&6!|i;+_7c*RO&)d-dH5Cdd5y0$|Rjew_(MTy+#oz1*BIbB@;e
zX|~bbVEL3Tr}m40=}KDSs-s};COnhH*srFIg$nz0Q`t}-v?BCbuXR8BMc8(f{3koD
zUCTgv%XVZbz*ow2SaySS;4226>R%tlV;%bHceUTE=KmcB<*ck_yL&DlfH7rpIu%z(
z!PJUHtm8Gu-B)%`f1xkb{;AW0<3~@Q2AK9yLMtDxItu3ZL?<rlVoiPAdOvaMcl&DI
zZm{`(o&0!quTKEe=8=zqu1N)3d*dJ8{c~X|`7GG<=I?tvPe+NG^y?=`0f6(U{q$-!
zo%LD~_ff&lE%rT~o^%7=h<s+^x7Sa2SF6cg=>$@_AKnqL%`y&}hzv7OUiZFn>s9M!
z_tA@_F14ykJAI~F8~S|UYNy6c?JUw3vA}hGLBi1n`|-Os>OJY3t7utV9R-ulP*!#{
zOqs8WP1{yw#pj>HIATqtI?grRXHL%RsW&4n(zXxYx@zyU2t2)7RME0ZSQEd(b)8E+
zf8N#d5+a=YmLYd%@u)gyG(8P4R6855H}HJKco$v7-eK%IJ~rl&CsRiZ#>rniXI+-l
zco|xThd{1{Y6Sg0D-{n2(;Mw@a764(BAObP#2Z(gP;=BTe^H_~*JU(%i<IBMHm}24
z#M`n+Vw~wq^=ovTo1I8Wf&>#nMLEi|Y7sit%~Y&F5wWw1y#&!u2g-ceX3RezbHvha
z=`!Q+r)g7zoikyU%7Youxf2SrDPjx0yzpvh%fwT#WIDt|yb=?*iwZl45EJx5ZqO+w
z92<wUys=5QY}&l+SxOz@faiXZ+G{6bfD%jBSm@?rB!VIi7t~o}oEUh+yVE!~xF}A@
zVT8E2GL5FNqSu@4pN)OhsgVfZ1g?R}NMg{<9iT2bCYX%p1HHY;G)sv$Lsfwx?84A^
zto#THD*v2t{_HLE1wjqf^36tqDW2iMi$^GZIb{6}^Ii2GnrY|cNbN*Lm|$|+ppw}U
z7+J3B%1SO#qV>88^}{dGrtMM-l~Y1~kanW?h(<0(G6S6va+n=CL9(%}4~X1()T_y}
zGuplCcu=W>+Q&U8qc)c26*MYd-x*l!sxL?7s2}SHL>3J5hkOzJ3@N+ryEF3n0}$UN
zw@@gCMh5C@IV9qTzLszM@u$n{(zyOaA@S7ekaGG<M~-zr>H%T_5uXZM6-IQku;2c|
zS2`z^K`2xZi!4G;@B3l@ZyBACVDOo-HNTG;fn<Q7mY$<dYJt*o0(dinFHCIZUd)wu
z_?UsXmlv^8?<3r)U_x8O6(eyUxK`v!?HmDEtb2kv0s6x5F_Xpn(GigK4F6$zSL`~4
zOY$-=j+(I%G)y{2l4%r&Rfh_%9D4F&p0!@kFOld+g}n?A5h3dk;Jax=v_!>%aBH#f
zX-W^>JnJR_GoD~lVRNmcjzab{cJWYUAUhku@%*uD-AX!ol@)oOj8ZM84j{X8WcX52
zNyZTMLUAx8=2G$ip`0Oxbr9kC1WlL7Cy10t@`D)RWwZ)Yj8>=`&2*BTk0yfY#QNDF
zQ|@gb`Q&mvh`b0~fVL!X6$im#gcrX6N#{3~F)`{$2MnGBZsEJANz8b^FBA1CpP5K%
zro3eG!>(^urNLGj&+n1*HhR&y4j!^iTi#|ka@8`6w;>?nu{0U{qRyOXbAf)Px5Psg
z#_}7gz)ast5xdk=`t=ylWN7iu!oovB<P|(v$%Dzh9G=;m#9pYzSo;;JMEsI4a1gpb
z2yA$voO$YFQ+exBv<mkigsbzZl#d#rq1If~c~X9$A-(@?-a&m<A4{($TZ1$G^o9)@
zYF-q3-#VECbsd*HkI~AhM8#?p;I=fv@Fje+SKGDhRsDg1P(wRa8qn)@sM_dBi=9hd
zTZ3{HdHEyrX(AJ%*NeR(oI+q<A+Y&%x(x}<2iRRF4s2<<<61*zYt@*#R+f8V$*2G}
zVq5PA|Ni{E8caBw=vN8bG!8O+#cC!|Sr5KxR%u~g)z(l>ub@#osigWA*+fpMU|5Zw
zlsxtt_!IgcUjstQw?Y4am`DSrLcNZl@^*J9AF9+3iyWG(N6e3_joL_Ljvee@t_4f}
zi(;=@iiL!S4y3QpYA=SX*P0m13m(?{jvt>`^+LHqW<zc6BKG~4LUQK{`GVKpM54aa
zdNwGG56UmD`a#@hr}~B69!i<HurGL)3RWp$=#x`E@xhtU<hRx@w1v4Vg3;Uxqhd6?
zxM{-$j}-@z1Uj*Lm=XgJKDhA8pKMe3SP$bDb0`iqtV8QhhcsT?$zTV|PG~pjygzEc
zjdwA=mjpN!Q1S)ak$R;0PRKqa023ydmIkoV3#mgf@Z|6~nzW8q0ZVHyts~)8hr{TV
z8F>e0Y)y;YyNd%FF?J%{3>=HY<ab~%-Ed^b^=sjyZnf^2pGHhejl{IrnUGKk%l?Gr
zKEhJnUY++){(){I%W>7cUbL7E@Li`1wHiSj>fFHPUZ*!baK|S!m$WNkF0ng%;ph%n
zxk%8AMIW)8U9E`|sI~Pu75k%mQwh&{-k$OJ%AI8(B3^`CjezN@BVn4Pt>Ao4C_!Dw
z;)joxG%70C3|x3<Xu;6mEI#q?CH1=zpSy4M<D@3T>VllHpq-u}xa9#AcnkzOyiiA1
z_GJ1kd)h3hNt5*zYMTF2^=e)~;_-1oZd}v?N#Kv<FN>C6_`6nPdOtw48wYJi*cM~L
zD+ujx0f_D2JEh97bGRFF!)q_ySoxnzh|xZz4W~QUCRB^a4?&B(LCCEX!~;OU@d;{7
z1)F;KhP<2Nk@MrhKOWlD>g8(O0z&jRccQQjnc-WgKIKqmx4rVgzBSX&W0SH!=2_q1
z?|{iuEEir!(f>zO4OJFv8Uhx4)RG`m!4kI?-23C#(4r+Kpg!jW^B3NVAJ6<V{B*J_
zrj_c8T3Lq(H)k)xoKVYPA0F=Y_^&Tr!es{^FY$);1=V-Lchy($%aiI^0o3(p&x%+O
zD%eL1<QVL-uG`$MItpwT0$V9PD9;(@mG}cM*vYYhN0z;JrNP2CeKB^=kwoymFw7KJ
z2Y}s|dA%utK(4ZYa7{2&7em1_PU%R`;7^lhVGOK*W{3)VJ4MP#c@=M-wN}t8p6XDc
zt}v+&dBRGhDpc6Nd@S{xkNIZAr=V*L#$Hnke~QuJYm`7o!IuZ=dDaI-;vnk~4P54k
z>|ENP>0o~epd&9dEtHf%Zbs0bgHQo;XB;g86s&wgo21R*F$T*XezpHZ!Zm#V3!_&q
zLPN1;kb(<h%zuDBFIaw~8fDTe!9v)!$8Xm2ZF<p?qy}MfScYOn%uS5>a%D82f(?1D
zS<-Aj{PiM}TM}P}ybBV8p-N;eOU3B{3LtjmGS=_-D_ePR;bmVv1704u`m?8=dRio*
zr$%NYY7~dvj-NMYc+>p;9I&-kE0mK&o)>Hc&6&JAG|VLGpv`yG9TiMv)!CNo={Mqz
zvNWhCNzVL2a;8c;VlxK$AQ~xQn?7KugQnaMt<BN$TH?TDd>{aG+wBaHCKRVFg*Hlh
z;})k1WDk?l2m;%c>MfWbgrH3~8O`;LGy&CMp`GK+N#&`}BIqKcB-QbW)}@+i>sL?*
ztf43R`(G0(y>st%21^|L^VfU3k^AB=suRN#(u=J0ee;jKF?~7GLb0Y_ji@}kI?;^}
zuP>AtXIgO?3(lP^;HTrnPgJnub$4~!nSySr-ZlE&1E+I2d(c)A9!=wkv%@XKk(A<G
z^f5}T0bDwlAM-FGwc4yB0$aVngf@wATls<N)Du4(6jdEZb5Z?0vQ6^pSU6?e)eAY)
ziLI>y?V2uRl$tF+Z0P3nLaPfk7s1c+gJv%Zd8g_kWB%<!={`v6qJ@dfAtpH@Jc>vk
z!=o?pph8Q`6&37E^P7La?&oC&d-v+Bf4q4JeA*;f$Q%SRhMJI^!CDauj0ebM^Cu9^
z)JV-pU96DFwIyfixl*yl@{SzX-*pN>clO&cCdJK%VrZd)LAm9R3btj+C*$JM%j3kC
zzj;vhvL-5ZqwYz}8?M?(D-FiPdH4$A;qu;eia^!;8Z+gkC0PZj*vm&xZW<gkhcq8v
zeJs2&!Vwl@{#g|yqk<*8`{@(2`XMZEcl!r>*IjdiS|NkUc~gxL_6D-$ve4~1RKEGS
zTaB3pd+hGR>G6keR_&(nc4<&Hz3DL31jrn0-a;EG73`ku<eFc%8wY36obJz!@Xt`~
z#*)CPL4g|H?4a#4B5{^T%uI#-q8rlw3EH0`-RwNb8lI0|L-oA$rb2#h2Cx;Ovh?_L
zgoF_XI>f45i|d^{+~$PGI)~<{qKU0?Fi2ucmb2=Ra!`eDAF#vEqEM2WV=*c!SZu53
z@@KzxH%9gI@I$_%4?q?j<Deb#YS);=ybfsyIqUz<`Crc;ql+p+ypc9z#h?J8sw4m;
z6)d*eH}Ajw?`;NqB<qe1{|;DfSicE~dgt2EbEfs$Ak0C`gm2&ZzIUF4Xubi~5*wE-
zws{v+ux{7h^mz*(988&)u6(2Oisnk3Sz2m1*Qq+tOPN&2I(5}iL^}?YtrLWItYgQG
z`SuBK_bN*bmcFyr%TxckgDZl3kKRu+S&6cx@o1eGlZ=eKV2eLnT+#O~0y*1Mnmpi<
zhbdd7*w??MHWe|~c9S=-C7M*QeWxo=TIqpf^4o+v@9MmMiDAWZDi=22GBN_o*p+3M
zWd<n!GLMT5Rq&eh{}Egx%uV1-k*wqdSF8BeRf`XZa}6xRpu%4?ASzg;mOE~~>)a@V
zt=ZS(gM+KHxv=7!I$iXV26Vlfi>>-k4--B%p3#{v>}#ul0M*m2K$d=lC&r{l8hF88
zkIDY_gCukmzu@1M)f!}L1*Z|}SdCEtF->U^#|A6Z+07&7Z<xIZ%uF6zj94S1(w0g6
z2h2>~!7!N$B<^}yDHEhHA@O4s$Ng547EMT6Aay^YyCIH6v^(}w9}lK-j^xNkS#!EH
z1ZGbM=WOk8#Ue1g+jZfyn9K`c-Ukus#zt&W&v}@*V|SQO7wuK1-U^*-KpE8JK2*pW
zaMe+3pa~JVsUWiE&80{Ft@=_BTBm=&xE|9R-2fsF2I(T$O6`#{dyUnW&x2!by}h14
z@>Eaw{1<M0Y{;Ni3zRrr2H_s63>%5x%7p-jXxR_0;stxE|Al9!Z0=~VT;GNUJI?v3
z5eZVUF4{z+p~xj|gfuixF3P?nG>2G+f-58iOl$H(kxMJV@+VbCk}G@y-G?f|who>k
zbxJdlXajxc*n|mJ$4qGhk~I^2Sxg;;t5#c_FxA-PE~{|WFkN*du3XMq4f)hsTEtd6
z+&Dd>Usw3>=QcUDzX@VHKwo|~s0Jd3D&oXqi)G!1+-_LT*k@WUeIL0qT)OPD*AAJ~
z`Z|QHJl<mqrHV1Eze%t<jcF>E%#f!BtU3A>s&o_tDxg(K1yd<`g!}FsIp{Akl}p6)
zc=nBqFz(FQTaFjG27wi~AyL7qecyk}H`^{TSlJgJ9Ujc<s<s@H-nx<eqYpb$qp}k!
ze5qB#V(O?lAsSnBl8@jW=@76_z$XCnIdmSe++1}O%ti#0+?o+ERa&^jJ-rv!se(8O
z_x|FlqhOLoYE_8FQ=AlF4qbJQHE0%U1(-G?XkKyEA((tUk}b>%aXiE8Y09qvd^Vwy
zv3F;nCeph+bn9aUuOVgz_4zS`^DG&LBIqC$esyfIDhe*rYO9cT$QviG0D!}Z@aCr|
zLiJN|h{an?Y5sH{5({x#8|{8hMN8-mxF#+>4wKuhgzO>qeKh3rvnUr=IG0AqBfFeh
zqL31sWjc;8=~PskP&+`V)#j##EMIB{e8FCRa};Q4xg^B^`>ss)?_M9nH!AMb?g@ng
zhduusBm=|H&_0tic|9x2IU-X5x|1{s)NsBNw(f(Zz+MKdgklkkH?HzvAq?M2<1%RG
zly^H+^OMSxPj%NThs>DP*C@b|iBz8oJ8}ch_=tOezmsp@`itcL^Q2wZ=VqqB9Mc~}
zsLd?X3S_%HVPX+%m-B*zCk><5iJ;M|(ujly18pf&2r)$61A2!gRtm+ylt^}-VRx4;
z!wc3arF)atMr<(HfbD^Am%jBBmzg!tb2tM73st3X75gPlY-Po?Q){6rbregcX7m*H
z5siitO+{c5o(~kL#bJdFz~3XdKv_lPmIE@9cOkrukg14VPZR<eG5yMeD0YhtG`GCT
zo7AKNZqb1FXwe;g@j^)=<ruPCm_sn^P^DlXlj}nfZPX(PB4=|MrOI*Rk#$NiL^m2N
z6>P`!`R^y>LEEp;e?^C(FQj3xE-gbGh7kAD)4S-)PS<uUWM3(}CH(o+X>|?u$MM?^
z-*yeZ3&u}gj0P9y4f@jkWbu-QE6oThxAd8rJ%&!YzJuoAONbC6`o-Ktd_V;oxQOlF
z`uA$s)$9+FRa~|a<5&YxM9hDib#rdG`7hL$AF?`4zcqwc=kqQmU!a4GjPgUVOCPE)
zVu#H$b*q-)1$$w4{@w?gzW^K4KWh@^AN(5h8zfLDrjCNCeFm{+B}@%3SWo}8t9Bl_
z)L<honH1{(S%PN3Xfu8_gWdl#>rwu(PNbm`H(7~<ricLwQy`|5gg>xdcQ(K5q37xu
zYS*x<ho7M;wumgCZz_~|Nrh>HXq;C+bW|t60(vKQ)sPPJYZ>gCf96l!HldxK!-r5O
z6q}lffI!G0Ek)(!Y9;6(hup?N9zckf;mE;d(%Q6MBmQ-YV;3OM)@@Sf&sCVIq*T!{
zjr+bTNCncY8w1Ky!Ct)d$Bm~J;2q1wPk#S)|8g5ZdEzScsCPCg_u2A6ZPNB9^dQQ=
z39^J=CED20S9+vsuM~F<xcibHY_^keCI)s4vQAeZ6sTZ_+n-wYOkbez^tB7|Sk<GP
zmQ!f#^jJWsf*B+W2#8rg-BH1mOX`<|gbq`7w&UA3@8biYBOYJXrzOWMsGNWz!nQdc
z7ZIb?=qp3l+n;pIyP|n5jm~*=P3Cp7p~RZA&=W7%f<M21uJ6BaNT2wlL#^LeJ`Wnw
zi<TIqw(&Gwy6N@X_l!ee`MU7ey&FD(chE!?eJ1_Z-x#k5;px+dhE5;y<i8tq$6SM`
z2w}<nWlmjPXbSMh3;$zHzDLlZ(`rh{HlqkNe$&UBn}IK1PEKaNmzlXV31m)>r>a!g
zI)?)iEm=Mb?|=hCmA!=?*vnr!`|N}DCqoK;dwS>5=i&PXZ>Uqg)l!U6AMjoEiFx}(
z`*$NVtH5Rz%q5+gOkk-qoXM8M*U=~|^~>~SrKI_AbvYcM0ny`@`Y8|jrU#+M@JpDo
zLdhE}RJDluL;$L9Wm3@sjWFv=z>?y%*0!(gtX%0d-pYKq;jjvUe+FaL@57In^<wJK
za9!D$WzK{!-R7Y{RLnH_naoQ`KvKc-uiw&l=4!;o3+1v4(fO>)FU}u5Fk1l&>rz5D
zCcJ=#Y5{-t!qUv=W<P@cs!!(gqefayu!!AO9Y2D)Nb>xR7Kl<OryuTCz|Rw7Zl!@!
z!Gr^$F&^}+x#OLEvqiAAE3@}(pOsCq)})m#p>f4w6~pl>{~mE{P|Ah6^dgi0Xa;rF
zq4}8wM8i7>d{r-kfr-_l<L<=K0Er-Eh%4~{wX<eZF$YD&LU7fmIdi$|FlQJY4Q>(j
zUY%d}CUp!6iOHs=eKG^r-FC@aZ}q}auR+@Tzvl^e-F(9PW`Q?NzwnrV%<E%7W-8eD
z@XQWpUbw<wRoXqf^4ac_3=Ef=nM(+5v4Mq?0m7m`F!j#gu7%{Lzm!W4s&6f#VlfJ!
zrNMvm_gAeie`_k9j6O8uqmGqx_{!z*mtm4al?G+{g274H#GHGNH1??cauTPHi01@O
zW+HJd6|7E++tLQVi7S;kAG|T>l^dtf#=*PzoOdxMhm2c1GEZ;wIl14>d$%Sm1vx3h
zMz_r#tcFcDrR2W-F%6pvJ7XUrZe^-$*+qb=+k2Dt(0x&_`x{>`Edx(z&D{-h4z^Ix
zN#B*wTM~3C*v>}TyALl1GKtSVGA@VF3k_lb`KV5DL0G9ga>L9<S|J`cL18Q+mSxGh
zUw;@n1d8T0HS6A-bh?}B>n`0_n8)?3z#rIUJ%7$CXmuGLQrVI`EikU1>gy(|Zbt%a
zCpuGMD=fcwn0(7yPQ^DGx+8v2*mA?jyZx3`wt2-r=?KWDqA6{dRr;mD-y^P;#8_Ks
z2vpdcLPad~DqqG8IaWt8RrnpEkqEvq8vq|(*pVvbWXMW6#Z+Os@{5zE9jqc&%Phnm
zg5`^8PD`Ayv~H*34iw<w?!b%}_F;Um!QN?<Ut`&c(W*Osu(fC3yqxM&!OC};@Lc=#
zsDEqVz;6#cGg^_DHes4hJZ6=vV!ilu7SK4UustmMrLFlpetsk5!h30K(&=d{Uf7Br
zpr-er0u#iCnM!0qs-f}hi=XYe4X>v9_fdV}kf>zXSpm3<mQU7a_?7VFv1p3<=q{iR
zrB>>fICT|hJijD7t3j%#<sr*PDi5bNtJCCB!8X?WZtR&%#IcQ^aIE?5AK_hao7=-b
zQ^UGA&13~;!Gw{Q1A{bTRS{}}=_>|+n!bl=m}^mB`gHw<fxN56%|QUkmFv3>Z*svg
zeNO|QQ0&BPewC)U7P1Fk2f7(8L-g?}G)>bB&Sr04wqxn@2~etfBzNxk?g;o*EP7HJ
z6w@N7$NY(NzHivtU>`3Td*JPTln7m{jTwZtSb5>;G&>vc2WF1y-!yw)9fLJ`VR`V)
zjn~k+eg_DL{Y0kf198=b?v@OKL4|^w5~(2-%8AcJLjK=r4N^mE4VW|3U<kC_q<lo7
zW<`UDClFNFtA2&FBd?Gk%oaqk`lI{^%RskjMMDrre8e$#ntI14wfr$O*ggOqz8yuV
z>fi_)h}Mq8vmjX6D{8EtQSVuLQHwV-uZ=;oN)zyeq<!^u0tUlxgz0Az``@?I-_dA8
zgrcs@pSa;jwiy*j%cDdi4mDkQ&!nAMwyaJ^h}yE{VC1X8b2H+?l_rvCgz!@NAzQbk
z)^W0R5-#WXve55)z=;>O{R3tkc~whh0oI2hW#*gutMBr<+xRi`9|AxEGgM)e&%%W%
z0M#v|8;w;7{di({yGsgr#ZejPIt^-i^oO2Rh*D*UrN}aYNr4$`5Q6iB!7!0}qr&C}
z*!5(4yO}i>d>V=w4K4&Gmk^6lVbcSbNmi8|yzdEr7uk&&PgS;xb)o5~W<gp8Z183$
zR1Z}clb4&5SA@l9$Fw&lUpnm^u_ukg<aZUy58<yTYW$U9P2hi4Rj0=%Lgj|11AARt
zxqgHt|BR|lk4%JONBL5%KtuxtUS5Bb*rZc~$`l<m5K(6{A{q&viMab9hG0>ns#v5@
zFl94ME6Hk3p5r5*OU+^?n>>0cdN7XYdWqX|J{Wfgf<%!kpLg&$HK;NKuFm279(2TL
zl+rAwkjH%TRwQ>qRTHpyShnm;pMlk}vexnAmy|0guNY+?9}TTLbW@7aAEEjc2b$TX
zZ&H@lQRRu*J}ckVs7N9h)F>8fgvayhfhZHC{E%dxMh&V-QIJR}Dx3o<vZE~C(FAOu
zk+NM;Oqgf>Rm{1B8pMpm5jJ9Clo*zY5hY@`^7@G){6_POf-fE;j8QZ4Ag@2x7Zul0
zBpYw0`V~j`^C_t-P|~y#V|Mr`B}&gzlS&|Nnmr-9jS>+;$o;K`{XMm*<rT|if<Ksx
z+d*0UVyu?7;-t01!{qxMvcp;=zAA{er9+V}?}uV&MWcQJ2}mkzdopsR%I9EZ59CS+
zRU9g`cQh#lD^HY7p!k%M`$>NY#U?@5B4*KODXPg2i54BzLKQ%1C}*V`_^li(x_X7w
z8ih2$=CHBdtm_}Bp{M3sYEnLdM_uW07s>I5sd~9FkwY%BcAps3u0*?F5)9xGlr6GN
zBDJY2+YC=n$jc3gd#(`!lEh-dh{x|8b6K{4+Q%lP!q^qjVUaTV25L}k436rVzI=DP
zA`!ip+SPIF#!y|%bd!ge#uL*~QK*i_@!UYo8}a_qE*gk@*ZCmzLxuKiO{#I<@{xbH
zB$ccumK}GyBT>j$9N-fyRtQP3y9u9qWfCLQ#{8WGb)}KxCrY(dpEQLR4-YJ)cxr4&
z*j*D3ET9FzY86LJ4bF*Yub;jv_pbH?mI8yr51}A-z}7t8PusaBla$Ep+J@o5zh3_r
zi4NXoBejVgVo`1)r+iZLe`Mss2c~~gPIh9FPb^e#B66|eT!d)x(P%jdcYUHCYj*Ji
z2u3}c<4GT_4q*jj1a2e@$Bpuco)xN6qmT_dQqR=~LC+fMcpiEuU|LkzZ{Xo!fz5qm
zpC0*Cd-e3TKCX$404nF^4%v%0RlNW*l$1}|elo&8C)Lj_C}d+3w?V7R4Q((zY8WvF
ziMky!xShyNOPk*f3DuMhM+b6;1oF6SD4=0bVV|>MLX)W&?6%=6@N1}+Y#VemPNc?E
zXv4C+>?IptO^xfw#!30Od@{$4w`<bSygvb_z=u%9r2MQDxJxk9Ui3#QY;+MY@I{SD
zmByZFrCu}FNGZ?s_;ZyeKQN^h@e&0(g~>%2szI9b1iS(tgpV>SYI!R*lppdTbPZkn
z0$aNLkPo5XOv{rBCKUa%xN@Gmdg)g&y$!1xy2mi0p&%SU1YkC%^-ZkKZ3=YVRvril
zXW`pa_PIX?cfEYpGc9BjliT#-xT1%3=tmYNz9s3-1bZOa^koCdL2-tBwbYsUJc>}&
zk%2&t?og9jJ$crp_klT|G~@O(-i)kup_&Q7{Or`owwm*mBP(ir<{Lz%o#0K7qkzUn
zg`y=(={B*;rJKsDu??dQ3JN1aD-ggyI*nE_1ot4UO_)a!-fF*9qG_fc|Jb*`>AZ3E
zI}j_>!Jxz3-BWQ09@EX^TWdU_LWQm4LyC&S;Bi_@)I=O}s!j;Z@Mo*jr5=G=>cYiT
zN%mxZL^O`|ju*#ZjlF1qFz0u_OZg?KdrcZL@8?@IkjBkuv@lpXYKay%x5kb{pa#hV
zZ4DKsBE&}gwPZ~2_e<))8wS7;OejW(SLZ*kbYbKx+5F0X0%#EKi~<*>`SoG6p!@(L
zNq~CaOJoaZV^{-F6;-s>DCFsGsAX;Yoxh`Y1sYd98q#Fqnksaed1SyRQfq2cui_VB
zfZ+^4t-|*bDmAtFM77nFR2Q7~{dPynqQp9~$M7%I7Pp{NXZV=zG!cJ|l3tE=L7kc_
zQG}|Hp02vntyCoZnkx6)KKv**vhY@qQmeQjcA6N~Qg60m9U?P(t8S+PPjpa-njcfk
zYGZLD%A8Y3J9$@y4SDOiMU5*d;+Qpvq}2vx1fYbfc6t#CRw?i(o0L5j;&wnaVVhCy
zG(m-qgt#5aqn7>fPBc3@PSOB941^6IAevX0IDWWL2{d0Q)1`Rlx~d@`+0m3$0%z~8
zZFkf?#)aZlfM>QR`os=JmI?A}4#fY7TaV)4i%^b@eX4KqY>%f!#~XY{#-NIH@<Uc7
zG|`BQA;Cl@c8T*I_xm~ujb>%)KiqF$V}kk{_4yHzyKbToMWl!zt})d=3X!`JUC0%x
zma1hxJ)()B7Kz*{&_!?Buqml;sKR*uKplW;+6V_1vLOB3q{;iSbDFB>F$##CsnA=a
zaEkJMk0=*TpgF1LrKLB?Zxvxui=0bpXB{BnTTwUB%T+zr@f%~ypE_Gxy~cW++EJnQ
z8rJ3Iy%X<C^%&L;j16Pbd?q~o`|ud(;7_vu?8+m&FGbt%3_`eak|XDVW@;t0M075{
z8b*!GO?)w^MoE0)4+4_Vs0CBM2YGl~<-?V)gr?g8t$>dPt*VIZS!LDhu)2z1p93B?
z;<NPAMw58;IxNpPLWS*$gg1tsQEQRYTD=adaS<W}?uMyVpZ)klvpzWN?C|0p<wfM1
z;Ia+Q%4DxUGd&$fW>Oc$<~Dfb5E7daT%`C;et_?K0%?nz0cvrHpElk<GtY!SKqQUO
zOskIcLXIInKvzLQ&831oP<X|eyo`F&R#Q+AIRv4!|CN_Mx~CznuHJ-#xWX+qok)c-
zo+gnBwW8F=CcE)5t|#!#8A?9wgc>QqF|WxT{WaRruSAdG*8x&kb$JUtQb8S<7Nq~p
z>LW&~harF>B2<Kv(e_=+cuor2;adGj!Z~KFxcjI(S5jMk0NrFlcM_o+mx#OxdD%1k
zX~VOlEwoCu$q&0FcRYn^Pfi*Nsf=*aVD2zqcAB_7SwOU<LOnUdQW}3h?A%;#Q=op$
zTWDd$k@O%4N&H>jh;=Lw{mjF}lk!byN_k6u2fG$5!!y955sh`X>KddJyYkWC&j~Xs
zY#kZ;^h?)QJ^y>1-bCx}#V;52m@V9Xu<7FLhlOEYh2h}h6m9GYsj2WT1gx<ZEDKgH
z-SpNQwMzB0=lxH2u3ybh-@RjOCX^4`d_ee7VLxO3yNB)B+3%KrPxhekPeWHc(|oA<
zun7~!4wmOR^rQDLLAW11?DaK&9PZh#J!vk~Fnk(dL$wF`_*%q#!K5coPw~_(6@}U&
zsI}RPhFJ|();!z}v#=gWZ$3!vsIb=#rb}EBZ6?t*AEI_Ov7coG(s0~M$jl7P=4~})
zBv0DgCuKL|7@PfxNt)X1<xd;$%VvJSNJ3H{gn0Q<xFFKYM;@M(S4P5lj^I@Fjz@O2
z{DgFh_i#>(GFPm4)OR>}K%7FIBD+I%C>;>Zwct@nu|yg<73z4*#Eb3RC&4L34%kq|
zgcKx>;5}+YRgdE4BGl+>K_wuip(=$?>aG~eb*L2Xjy_=^$HJL7ek7V`+kwco0NX)M
z@BV!zJXFK5yaFmYt1T+*Z3I~fg+;6<4K)LmtPG-1ZLhGq24<N4VYqsYZ5<tGwAH=7
z_Sf9^QF*hBYRz?+I*!)RHF98DFKnNH0F+vr-Ff&m8d992`BglML=!`b9@{*-o6edX
z?M_7EINJp|Fc0D6MCovEnw(KF7_d}@*ez?{dgbrxgCxo(x93(Elxd0$Nn55wUpPYT
zxjU}w&MjnK;eDAW0goI2!Q4Ver}SHy>P)`Etw9U=VV4pQdyuMrwnr&N4sFA@2%hVw
za4VsDw!tVdKk+nJDzw!_MkLwKD}}vOWjxX2-(^OAToYuIess~JpKkho9MNMsvDFAv
z!7{~70~3bfTx<xiXwW**dx+Yq<p*XVlbB~PQKp9QBYP3oEoGl>Dpt5d8$`FfX@K~y
zMh0g#XHz{WHTU&#+qCBHit1f*trd!!00>B)dfOvgS3iA)VO;{Sz+E3)<$VHXtgYSZ
zwRh@~P|ODI<~kIi8iO(e$n?X8W1-Sp$7otWB%{LSxsN?;Q^F4!U-oH0B;!qwQB(5o
z`R!D75!4d=aKCi5-cNkQo3*4NSNC#ZrW<NCScQ{{TSiq?fBlHrtB*9Z5I~fstOZ*0
zRpL*2U**$TYiKM~*irI_J@yL^^$aV3K>%-Upi$1}@>~61q$JlTO3gwg+k9pVV>HoT
zVtKR9w)gU#Z3Xq&hA&TS)me0EQb&J1b1H0J9zZ}OYH7~r)56&i&2m-Kg9Mfe^-wI6
z2^!=pV0zL8>p-vWG5)I58pE2=Q0CB3NSC#yfom}gG9L3nxqMi+RR8Ty9%~E2mwI{T
z;fkOa27&BcTAsu=Ffie73G^rQqS;9<9(%R!AXzq#kXlbeuIW{+)R^f9{wq6{e)Pu2
z&*NxX_r#3&%5QKk=52YB{wlg{M2}M3D!Gdu7XoH@AfZ`FOS5oWqD3a?Vu$Pf>S3c_
zxO4I?-cH1X)W)RP`B0o}qqs1hT2kRwAgt@rE&?HSB$6390Gyub2$Mv^(!lZBDGRja
zP3)W4;e^SE^Co}aBMEEDngPTi{JRn=GieY)6}f=-bz6*>8?1u|A{Pl%qOpw#h$!jF
zJpJUmeQl4sHL!nCFekEfP^1&1jZ=$1c`$PBUzEjPRI%l_uCA<XQd)yPD}Xsy3`4a!
zV~_&i)c^F5Ty}fxG9|pX=opg78cR%^NOZJuE1+*Gm`WtPu6mW#(|+Q1jN5>lxGrBU
z(VvpX5_n2uA_0d%h2EQF0%z+*A){}ifl;CJvs`m+|8Fm!Xb{hF(A{wF%6b=!R|ruf
z10s0!H+d3-K_C#e%wS=TYq1@zmUhq8B%68DE2@A2V<rnnceG@6<OG%VFQ*H_F@tcK
zGXgc2?B8U=zl!R|jz@}L%6b`3RHedJSYbdC>BM-X3P<QCYEW%lUO<R^>``c^_X>5U
zlphkYYDh$Y{E%d9B^SJkdD2WK*3vF%=q^LTk$1TjO|4G_wKaxCl5A)VRHrb*hye)-
zL<XO5=s%!(sLCi`ZfeF5WUY*}qZQd|Turo!8H`A^()DtN>ems&7nv#tXCs3;cVTD}
zC{ZkS&eMtw?ncIeQ1ygdh&NC?DHl6XM88E6V>30ZnvgpZeg${4B8T@rHLEfNdD-Y}
zG%zyvbCI1L=dEDiO+~&d(Mpfa#e$MErq@Pa73d_E9obKj*xgMn;=DpP%=GiQ133za
zd#O-TjlH@#uI{G?%c_N2t`3cBir)&1u|@^BPeiv8{Xz6fQ;Nj!GHO*GvEC6hFA}}k
zRJ}sd3^Qi}IbjRwK+d!5-~zR%2(<)P3nC+0#4>_RkwR29`J*nH#Boy)yjm2p&z0kN
zwStR8?*g@?RJSSMiPDW|dp$I%l$4jl7jE%w<ONwR6O=ZVHaNrk+3;4hushKH$S+4#
z<BJ0OH#B{c(0T+?gxJ%$%_Ea}>MAM&g>ZtxmPs+7fI^^o!47n3@>Gj0h?nmX+p0$Q
zUj|U`lsJ~V8$)qwr$I_TzWDWYDS;$ERH*J4w5NAWkl~&}=3~RR5!vsF0qY&=R_B>c
zPsHF_w*4{BS{l7khy~<0e7FO8MJ5h_ksqpWI?0QO-dG+sU_O99utROH>0kd&+^%W(
zS?y)XF^g5?GY>1a)^ikiRo=*5U%@9ot91j_FZAx82)>We@HIY81w(ndWPJtyBZANG
zS;U%jm68|i)nx}?yyXF0pB#4JK&bOq*CNPyoxr)6Itu2~1oIJ&vm?~{t-n?$OsO=~
zVC`eu9XpnX$3Ct5Fhvmo->y0e=H~=+nV^FXw7&mX;%~QgMUsuW=jzS>v8AP8I)brX
zbrj4h#P$3}N32D6(s;r4ZaYN}eH!e8_9yFpFb&VFfknwyV=bWKdcq;5xcUlySHMIn
z8?S#RzkIb9LolgeY3&-k+UO2k<d92np0$vJ<v$luM}h4_V8QNm<BqfY7Gn1YiQT0i
zm~CI2`;56!+}`83KR~!Y$U6!5r1}q2ed)xu6=ozGridgAPn!#s4@f2^v8iDaLs;~F
z6srG1)T2V{e==Dws`D!;<WoI+i6f&sh5n12?$GBWvbYzrOUX4F0j-5Aaji<sOSGXJ
zxJ_xOR4C87t!e(HZZVkp9#AYd{R;c9eC5}^GVv>tSuE$|E3S^3BeGlAtQBrRI8dk-
z6DEoV27B=u-`b5IcLuwXDGGSTQynVwxm8H4KRwok=qe%x7q(P^;}0Gg%B7(wQ=Gh=
zBSWlo6?KXbr>r9$>&obkl-o<*g_2<>iG(f{Dzmdn^CQDfbVtf!CWA?2$b_C}b&K}Z
zRrhz?u>G*d8X$1dRTLk}^iR^ksXLPJnX>9H5Kwd#WxbH8XQe|<R}tC(f_>yhX<Zo;
zHAm{4Ddg&R9%;+dP?Wb#rlF8enI{4zK{^%JAU%=R3<!q^W>7u>k;WL03DXt7h$^Zh
zIU>b_t4U5&p^R;5h`)k95^Hva?#>IA|I(&j*Ia|^!{-iFJhQNcmtS}$NnsXHGvpA)
zs-(bFy0lbWJJsDf&GL>LQr5Umm#laf4{y$RJfY*M-_ybJck*RaTpb0IQf8B=!&5ey
zB<dX2Y{}Tl>o?D$n<Jo&K9{LAEV6lFo>D{=tqrMQ9l>A736vwM9He=o!gjX7sv;MP
zLXSvgJx2ANq}@`%mwnpu8Z0TV$FqHh2Q+CliDJxMNXo?v)_T<!eRl1iV6c7{&K)ku
zPc<Zk@?uei3RWvz+nm)K_slw<$hqg&hbOCRbLJ0(g1vw5KmdYC1-s+b;h(O{=xnGD
zMfGCps9{kO7h8BaW@*`+_-PM+I1$--YsbB^=goPTNtY@m_Mb0tXylol5$Is64b^Dx
zqk=8(KWy_=&toXRPPyg%a=kL?Fu?haTaGFt<~AQGW9V{2_-mSiO&~9;b^U$8?^+@Q
z*X-wy?HKGyQ;qm_>L<jE>5G!;{?&)$w?BBpCqoTujS$^5pJGy5R3BMq>d)|WB;GxC
z+m5YGHATZT`uoMC9-;+71^c<(=bmP_cQEXvv|TZJd&~ZY>QKSHJQ>68_Mpz0+PQo7
zFX&3TEgxD7{2Hp^^=4TC<b=VY5xHRsdv6aJVdPoFT7@=X<^sZ)3U%bLoisb?G^%%2
z{g@g(Av{NHthscnAYyBcCva3~JDfZ}s_8#Y1mGJxZl~khEK7qE8bud_ojkqrt5p*z
zqsBuq97V{KGCZ*%J2rau!*f1FiffUwyM<w^6Xq>6{Zz1K&6#m}1+K=OsqoUc*V20!
z)>;AODe9G9EI)h0&{<_#Aof?B6<QkBI#Gr27RXDS^;v}OA%k4c0##nvFUlZw?lnJG
z%3a*{g5K|GHmoP9zB2=ayeMur{2u%L%Rnh&3S4y*%?1!mdl`<R!BU~G$iF=3@?mSw
z(d)YRq9O!pF?AG7eU&qoJJZEg&ViTr3O?EzSpqIy^>obm6h<(`*y*Nc5p@(yT4WYq
zFR^@OiRHC?{ZBtl90)afUCj}7XOtr$E%0>oD-sqW!Px0_la{Yqm~2=p`B1_`X;!uZ
z1$KGHTSL3d#XZJVWfl%x{(rQ+2YgjU(?5=okVX@bs?-1?AiXK(QbLv9LG+S@a5#|0
zNkWSSyMmx7cA5f8QBVOz1RoUyr71<h3p^A72_Qv40TKS+**!aZ?%hk?=Y4+f-_OV8
zd~#=JXJ==3XJ=<-V|(d2rKf462xXS>%rgDftv;(=-?_f;isLPKheDIVay^v|819OW
zrHm9|lrom`&2qhqBozjkm+pC^$c0YBfOE0LsqZP(u5A@v^LF>g$42^`4<v}*7TDKl
zMAIFO8^0e(3l0V4<qId_k{!jPS#)thL91lki)YzXrU9$R;aO=9HM&6al&Xrnhj=+!
z2J}e`T~gC<85UHX%^p(5SF--6RUy{g<WZ%#Pw9V&L<ALlQ*Q10d*hxtL*O>!y4Y(F
zshHs2O2rU6w9p07!d+2EZlxk>EUer~Ct6%p$3XIdMc)|7hfIzqu=&S1FB{T5l33uv
zqlj`YgwmoGMz$0?mqS6=LLqs$hJAB&Lz1Z*)D>$HpA!)g(rHzhU-EG%sZ0=Gm=;C1
z6B7!;tW&Ng4!vI-ghf_{QCFdJN=T4I9!6H<RWy`S>VL*kIuyhdsd5rz12sg2#VPd8
zPnz`U;J2~nx~j8gof;bJ<HUjKzc+={)sZ6|Pgtnnp>d=8!ClwgO@l~we4oHcnU$B5
z29fMQaKPbPmLK}A$MpoKVT53vR_yq?HsiiI=l9-)bXqMXh$fdEB-F$9N{vq>a;b2m
z=;7YD(04L*^L>zA*CAp9fl%R|u;4wb>_<wC*R=4#q*3A<r}LY^Npe6$$Ve+0aQSi}
z!PN9wURsR5_^)A8aS|UavFIN0J)NA>e<Y~;+jt_E3Km)GM6<Y+_b!Nr<47niJOe5Q
z&iYQgNM0bJ4e<bsAM<9hO&4N(=BY#3WZjVLEwspqo5p{zXCktH1Wa*wzZka?-kUm2
zC{Hqf<6rKsxfGT{JCq9Ut_p5fH$s{tl4*!Bke$L=d72bS?Nh<2IJYjTm@>9&L%k>I
ztS8>>RlawGu=J;2-1+I!cj$=j?n!!kHDGv8qAVWH^RzB`_qi^=Y+AlyQ8l0S%@gyw
z%vv*uwpZC(z0Vmij8iA~h|J$jBmD{Lx>?2WC`zF#!#?X<5&2Ku{aE~b6Bx#+Gk`>j
zty}KjYp1pwduv@-Ek}+1?(V2Y4`@1Rd%p<`;}jMqS8o;%L{ed$Ph8a?a|Ntvo40L&
zgLOP`x_WawezvJ_^REHM$$WHu;*;=im8ykjQ<d_<_eF1MZBCn^B1NJiJCii8vRm)_
z{+ow!09x|pg{h@4w$xoA2S|qsYhJwvnpd0)RrK{2qQ^uxZQ^rWC6Y{OP7+aeqV2bJ
z`h9_%Z!%J?nwB0?_+5q1V=UtXrwS0yQzs8?P%~hdg9kl0H_%8^;VSC52T|J_*(0^$
zU*+aTFdUl6237znZkjIWoVQRwa1T+_RJcvU2U7BZk^#GdTL28>6mDfCy+L}m3QzXD
zT4?Cm1`Oluiqmi)0xyM7N+j}d7lpQaDg!9-h$8Vs-iSc)OoX+i!zU3p@ZwfMJH_$R
ztUge&B=9<P9)Y_BrLplN^BcSq{W2Ihk<e1%t~#D;V$|)1AM9%ps2eGAs0Qu$Qi?r3
zKd4Zj8WX7=ZcRzTO9@D$LLq~GH_^IID1HBTA3S+y1dc`O1C^%`EtA3GK#9}|qmpv*
z9zeEALZO#QxjK62WOg>EkcDU%Vx2UE$6%buxkGw*urr$aU`1LZ=Ib!^p_D(ZNVAfo
zKAc<71h`TVmWmQYW8vLVeVF@w$O<t9=1hr2`;jUV_&Qx}<{Ct)Vp=D2H_(E}HMXvs
zGrTgc8`KkHT0>U$N;X`Q_zKHGCBVbuB|T{jBqCj$=fS%IYVy!h8YbrjIr}uc+*J8t
z+6tJ_UrRO>0K+(m8s{5=kMz)>Vj`@{@7+3m<#KFqiu$_=p3IOzG#l`Y|6YQ3A7In;
zsKbYQs9B4X`T9_r4H(9$Y4Fl469i!U{JLCZ+}J+{gAeX1q}w%M80Q$!iHB`yijELt
z;<fAq@kZHg-NpNmwkqg$3>a?bIJFbiGj)7_WOM`Gc$)51=uJV2{Sx4<hlM1}YJ-hK
z!2s{oI-&lgp4Z;Ii4biHEOR%w{BhLoCh%Mb*r@2W;LWHS-|x_~G4Ab7juT{pB0M)i
zMjhXXpKXzVC06qneWwc)d5dzO`JSrfr@|09;K%EIj(tl{yc;t7nD5k&b5D2oStZ_j
z|EaN$5AZonq!=brSE#V=dwKuTc`M361g5plsamU^&$*002XU}!t*@>=Ul!NCD#f9*
zCX~rCD{Q3CO^Q&_=WGiFQ7>CsAM~v7?>~E%^Eq*n7QLp7?^mnV8{a}48{6%>wwxdm
z8;R_rH)w$_i!4l;<WWD=&gzkrVUNVsc<|l4$}_LyjBb@p#8Y>vuw?F3T)e+}uI|EO
zUxNzc_$Grki});Q97SKA3hj&4tVh#U3$Y2E^uN5hY&On`Z-p{#&G0otTMfmFdorrN
zw9uKvsLsY}r0!dbka$rMX77d+v<6nYQv^C+OsswM8c33e$}XTHi_iPikVvx?X@B%s
zOd(NNPpz%eeaeg5@s6PT!Fh%YfMJ}g2&bF7_@%pw;JI5AR{gWRdJb`RLA_m?UF^F#
zM})0kq*89p@ZMC~quz@9Y|nv>KC9gHyq-T*_?b+^q;BMYO9O@J4gvIJ-agl1=CMH0
zuaE}e<vlZVyKdLK{1WKtW&{u2iJK8mrT6OX?bPO%cOXo0zt0-^_(zx@9RMAK*npva
zjwO=eGz9M&Jf;Z+i!3anu=<XCvU?M!6C475Z}!}`4`qmc3JD!W8d;1;PVK5JXQ&nx
z*2Ry<uDClMwe}wCcHxmaA`hCVG>a<5ib_a9<xnW&24Vme9GzkPIquaPfjHsCDLgu2
zArFoX!~oa2fx6qVp8w*f?Nc-EBpzM8!(8S>aJ&0lEny0jfHp`Ou+oz<;F(Lwm9-~n
zxnHsq4$pvVsQkDCJUk{Fjwd>)a1HV}eX3hJr&8#2k&3`dohKi@mhqva*&@plC>sV3
zQOao(>cO8#O;X|Jq{PjyJl|7L{nd`4_=1z&hL7PJorEX8Gl#hx2yIXsH<a>c4LbIM
zGwII1VT%dvBcIdxHo9I!$U4e?LH8f3HfB(h!wF7GC>FVaBPWP@4Gi)q{DR7W?Sb+X
zR^jzbLY^u3SOqVFQiF$SNxivhzS_*b^YSsy<Kh_k6UenAK~SLRC~1$4^n_)xu~<fY
z|D8ZPo(NwYgC!QaSr$1_;>`kxG10Su28#;!MjS6;y?pk=`H}0zGtE>ne;a<q(Lz?t
z_5_^jx~$KrH%oYa_9K2o!tM-T$H@G2YVB8az<TQQ16v+(uvg{BZEP_0?nE&|KSOiQ
zcKj^0stBhheN$n{AX*qY-mdw~gvZK@%c{D-Z9BM_3{-&1i5C2L=O>q9GV$scoE&YD
zS~Z^9q(aZstW#x<jrTS6nH*P#RyWUZDY1eP$Mf?DO?ecUcv=CMZX<|+k^Q*{#pVE@
zgBUBN2qC=EB#9gh2SY*FGNi1Q#6N1*>4s5r;A9%ytemKrSSrt4m}WU5Ugj=^70+mv
zj}N(h7uTGz=>W@@(}da<>$|tN(qSKwDGFttOQw)VXTR*0=8gfcx@FHK`7I7HM847S
zh*_s=1@HBi%$)$Q26?H5w^<;@Lh|!TM#MOHh1Y=RmR_coka$%-Ka!FhwmCWMUn!%-
zSGu_kR6Uw5^pg=s95k**C2o`QU@Pv$liX0j&uQ`p^{Fhz*ZvHQ!-Z=K!gf;qSvJxk
zj~o%aSnyz~4{nPHbWRcHz5J6a$B6_hqgV5)4{!Sma(S9yygV~t7$=?LarKjx3y&=^
zMBIOG8_L6qov8Ahlc8-GFx<v*qT3bhc;=DR{U@nIz$8s~0WgeH%ZB&xp<KHx^|&(g
zLgO@G2q!5R`By<(APPHO76pn&+Jiy2D6Fl!<0o{eRLf^QpL;Rp<iaoLAbGWF==L@`
zJ2PXLd@R`s-MA8|-&E+^^2v8sYEoq(jC(ckXAGBCx}{e)y!NGy7zcobAO#@07m|B0
z*sM6ztZDwjRz7rMDbY(_o=BdN>ZD+C?3Xi9M4IY)Y-xy^I<Z*CtoB@w7UVz)_>IfE
zLse4~#WiI>bXQUkKSU*Yvn{M?UIMufqo)7)e2?7r1TNAU3k@e$=Gdov;6dHuMY+dM
zM=p1&Set8AjR1LWtx=g_z3;({2Wr+?{m<*r{oON_?l+U84ou+J4>Tqs1n^em--W3u
zJ1H#@uS(Oim7pq-hfJ=)xSK1xv(l42qZ@EqQ_USY9&6x#{odwTyLQy(YfTNpee3h$
zcRP>#Hk2<Ubwj*4bgI{PZLOKDsrw=e&S4szTT(!kKAp1<-1Tn1tzQu_gj3pR4U{#Y
zC+n7NTFib3qy0aHin|%N{5D>q&Jh{kLPc3KRUO~0(Jf9sysK9~PGX`#WT)Ym{%YZ`
zcP>vsM%X>*O3;||eOQ<DXX_Pf(TzHNkOXTNsWGL+Q^9^b21swrAp8VRM0@kG@%`Y%
zd+zHt`4W7Th*v=kFb!G9TGTtef*$p_+9-7L2J5DFb|$qr4FAGDE7C|5j?mQ5-#pZ4
ztyE4DTo<1?IbcLi+hm{fYbZ55bKkzF*^U=ZV%TUc3s120>k>KUE&<3Uhk-zacF8cM
z;&D|(QrRiUAUI0rFVKvaG7I1F6YGBNHZ8Y>&$$@d3=iM<@%<+MJGQ*f`BQ>yAjzjf
zXQEpFLDBMu_ai{{sszzpX2~Caam4%z-?sEQ*Cj|I&mU#Mw(eVy{Y!^|?R`!W3@y5>
zLFD{I9<hJF{p$Qr*P|iwfez1=SvLmV(RwG004;9{BHhfY(CQ|Rb)QgVRcuFiI8E#g
z`%kz44J;q>oF>*%QLAJz)GC{Zgr<}ykN#E9R0a_ySq&@peK}KOk6*#^P*M`6nZy&Z
zc-(?X)pzywIj$K*`+o3^da<_ibMpNVo!cZ9y@D_w8ziN_F#DWXyek68`J3b-ilV<{
zo|kxHJr#PlnK|_Z`<CX7d``895WeyNZof9VM5(PwVeBtFgP!={{ek`m5q(=DJQmpW
zcHVFr44phK%ndt><jH$SWNvRzmlMk99`YtrblKs(_D~`DA{`0>UtFVcM1F7jj>19R
znpf-5ylG`FC0H9CIr{U0eSIMkH<i7phjy;J&}brwL^}ZGQ=^ny$W6W#$}*gub3U41
z?rd5P)##2IP6lzgBqjSqBn@OC*WD;|RhHswwTt}u?CpJg4!Ki7ShS+d>A7ZZo%d3|
zyDVDm=ya3+j_4H%fG?tNDqQvZ*95EW<6l1(QBvgK7KfpV=)Y^0@k}E=ovHm3v{wOk
zsX5e=*fqO(=*#VT?WqAp8$vq5PpOX*tP7`mSWmRUI^y15Bod8O=)=~rj<pZ%>4NF)
zdMjwgNC5(t<0X>@of$5Y=Z&OM=mG?YJIlzn`)3ZaGnzI*@59h{;<GC+-Ey)e?O)YH
zSME_cIa#n5Q0@m953pO=`yzleri1vC%*dd(MCQ=jZ>>4ppi@(^M1Ys}YBFh;>XA9g
zPD@Mj*44e>iT>=)Z7WyI5#i#cXdDEH%UvDC&8}Kw$N!x1#gAz|=jqS^V0qskH@45t
zQFVOk;%5VKmkQTL4$b1opKJc!IRop0EoCZ^K&a5G^smd~cU#HLNv6_>yUXxvAg)XQ
z9^E;`ghz+u?x@3|a{kZ*z|vajj#KxYd!aFLi@YiFMdRW^#2Zg9yMws(#T$O?IOnl}
zM2K*{SV1!Af@^!ZJX=Dze|hz_8IyWF?Q>EiLKY`UBkWX1C)Enf{i%b`p^N#T<(Gwc
z$L8dydv4t8bEcu&K_HCfa)myRCC6YDd|vV}o_I(FU*TA99qt|TX08bT5^<m7VgVxU
zpPq~&Yz-K?e%|}T+H@wy2=Eyc_gYv)3~EVG!2{Ob(tou3VdOh(jyOc^Q=tuL5AHwJ
zHFC`Z!W=P#*oOW>GtbQuDv&-wr_pazSn~^St=@BMLzr%peLpoxxmR3s36p}bOa3f*
zs!fRU1dW>kC-;Fzek@UjXs4F!NHi5FLr)<gnFQiT{o;)_`Q`u-DJfM3H`lrtM}sV?
z(?Sy{LFp*cQt^-#GCPT=S1nC!9+8u9KN$(DgidF4Gf6!9kt$w>qg4V2X87#nB3B#U
z<e*qO46dHh>N$7LdjhP+BSw_`U1U89nyZP_DJtAG43gXHNQI2lyDw341M$`YUC6`e
zlnq-b-liA1nu#-N93n)bE>T#EhYai;HR=}iBn;BPeJWY6FZCPeUR&GqMcB5Ud~V|3
z6)Kb<-W5j=Wh8!#%X)GA(8&{2PA%&y*1+;D%KDtu60atoQ~%w!r1vX796m?n2LR-B
zMG+|KB-z=i!Da?_rBcTT=SzuH4;QarGOXt)Ar&%CE+c`8Fwu^%=~*Lxk}$%-paG>c
z^o0t!B_g$}@-Cs{wvg*8L|P;<k{)`dq&G72jSQo~eUSRdb8g2Xi!s+CtPH8zqFPOY
zXt9tTgk4E}I5j0mA`d$Iim4B$mIR^XYjR9EqDg%?btH%$9+qnLVGa+kKk5S}u#hE+
zRV?-4)C&cX3tjNFsgpy?044iVRw(iV7Aa4x{pIU@oBtRLuj(TY14!`s3rMIDNds3n
zSWi=h%YOm&Xvjo6uhYPnmzVzXVV>NKEIVaPn#gG7wZy1iaOw`#wn!VPuHNH`Rw~?E
zXq*$3rp#^rM2k`!1q)?4_Bi>H57A*$VU^wcSDU~qcuGoUJ8de~K0)hgT8(71ka)L>
zqJ;{m$L&$pLK&Qtt%8$uHF;wSC+@0Me{FmHIr2MdCWgs_+JIry3#q#cBQWxj9{7=M
zqu%eeHr{8Q9q{9jxWRbgQQ;&~Y$~iSyG~webqCrV65H~JO=CoAPwJ&Tm#9TA@j91^
zi4ub^B|r-8#RTi4VVnEkp8S`v`U>tuP`wf&1Pg1LV`q`gBhsc@08v;ykO8;CsmeZU
z;9oW8-La*%rm6rK>M8Fe&K<-Vuh*8ksBkyCvcUO08VuU1d0mnV@v#Im5Ror!l)B+i
z8s#7?>c+>CcW`GDoLZp`sddlIes(g<1(FnE*oxJDrBXa<xm6R|Qf6r<hsM`?wB=<~
zInXkf{!N1rljh_ijEr7T^7?_uc<!SKt^@RMFpnC%lJr5VX6GX#Xww8Sc*XjYQjL{|
zweF?DuNyMh$!Al=H1j@=u_&gQ?39(U3`md#2_`$$TJ6&EjgV;}bZ^rtD3nYuBh`Y!
zD+{ee0{#_RSz`PtP2om|_n9$h+PG%a;z6TY&b?B!H_(Kp!VSO2aLIhWr^K~_Xhpc|
zMTu6#qdf)G;Wl=9dZOXkhN(XCoHk<d5hO@D)KBi2;C;;<vZg8SXq?8L5(cLM!*uTU
z;1qg;;DsDJm`kNXbRMGXrIP^N@%6wkP7!W(pX9H`sa&nC*JCP8Z~r@<+fz%8ronr1
z<jYZc-}O7`E@C+Lfn;R=B`ZH&!65Jr<F0ic4t-VaFkMHfVl1{HCzYQ6BA-OfMkVx|
zHk8TxjalTqkTKx784d4EtHAKeAurEKkVCIYH((g2h?{dKhK85J3bU8`2!m7o#4wDL
z_~`gN!$gSPci%7#WW`vq9Sgok&~_Y)S4%TS_(_)z;<{2Wxf(Y^)tvUB&B&{<1Bj0(
zS@`v|!zFYxji{OEu%{2B5;sDXoJ7%x-4RDUQCNRwt?t-sa%Z1)<*qqZPxVB=mXe`S
z)JPN`0Sc<aZO}Vqj*S9xqsM^H|I$+f%Z5_{j0JPzX=$N?S+5n@JrN-wa_F&a%1h-#
zde(QQX2rwWUU5~rxTW5^W^vVIdS?aOCRaSzX<*Iah($K2R13CVxeY3%OoZsKLO6(_
zPN&cT==MVY?c07w_;I&M>*n2c|3onW!Z3Ropn=l#cCdQ-+Mk9bHFUyhOmazu)i-T;
z(J%i&JmQycj6dEmVI-ZkMD0TuVy6qW=Ix`TZnNT{I6?{V+h70)#7UnB1Om{LcXnGe
zAPP4hA>OWi;ErzB#}@1B!@4A@4J6}nX<5zDIi!h3y>9R}BX_lfv`mTGtEqMg@enoQ
z-BnsLo5G_+VXgn<*B{eHB_i5#PpylI)l=ABU<-R+Rl!V;q}3?#UD@QLr*r^x7)j%Z
zeR-*ZWCz9=@<CIjYGeU_kH%2gNxYIKJxs75s1K5~(!{-60Us!qORia1QYouXkkqTg
zl=}esjs)jnDfNjoF{p6;^AOW5uebMVssBLW7MTKsFDwo?UZUhC>3Ot-X0{GoNH78y
z{Qiv8@qT}`%#qdT%CcH!@@R}nwWOSCjV3h0e=R$8YL(ccbz;*FEgDf^gQk%uxcX4u
zyzxB0dGe|cW~uP(%S2y5y)Y&Tld!yuM(9V8KF5DLJK-I%6^e8DY_dH?<2)ywaJ*?m
zRStKnS=sSxzt4P!CWEN6i0Z@$G3_dsWo@>aQ*8RngMP!~tg0oVjIPS<5~R5n71j_^
zTXmL|U0ePg-R>WxUz97$H7sbCB0^RxIn!X#RJuN}if2e(BA$p?Wv>Zb&JkD%l{x{^
z1^6z22a3D*^?nCWiqPcJyqEeW4EcO^zd^k8&Ob@PssvYE+9X6s^sqX5D4!OOwAW!W
ziNbnm(woi?5hHxo$cGo_Z)mtyEJ*|}yc3-tMOQuEiC3x|UAn7fFQ4^JRD;0IA;XC6
z0-T(soFkGmzv3V1D)rCP>&Hjkf!A{v&1@3!z~pwcm<aH*1aeMd*KP?p-#@Wy>jFGU
zUnQm0iD7SlA=Uss{5s9W8sIr;$^!_z9*?yAp+>D|@jkb6w_FDG;lFC*Ng40dL+JDR
z)n84ye4z&J(j~}38XPLzSJAH~STdx!G<8ZGM)#3aL@NgzFq-_iq*K@FE^i$@-TqFW
z)%MvrtzUZUUg}vxAj|JcgBT+c3wA>KNmSC29_;5XJ;AE`oPBZtwUtNZTyX;oMFzLi
zG<1|20IA4uSu<cj*F>PzmvQoe*CPp*jQ^$A)vi_xHA9M91^1a`KV5-S{Xi^bFGqg7
zoLmyM(bPREtkjb8e?FO1McJ&xbECy*ClZNdWBYgSr{9e@1Vqx3DiZ);vZxo$!4#^M
zPxBl`PgKKA6W$)q5pMS0tmSeJoy5aW?la%2>Zeq-I8|+jl=iA(22o0dmC^F+mObVc
zM*@zEC5BDuU7ZF(P`V7i$~Jo-=_342-8OZa%h=sfEx&vlUf5sH{qdb|Hqko`qN=@%
z#yzTcu0twy5UVAbfdorNCW?1}>kut9M3s(RJJ8$fsIq~WLWO%`$5R4>%bjn3@QL#j
zz$vN-rWEbiHBr7`scWzcfC{NpHQpp%M0doSY@=ifJAK<K^ZFq4+w)}Lb3_B_%1Dga
zt7Gq=j!2us;RNf(oE5|G>nfgbBl!F;s13mPB6uyAvcHfq&y#PIuG%465?=6w2oa|=
zK~g0{)_kc*iB~UafzE%18i-4@ldKH*z1S(lEp2?1izC8jb{zTn%%}!MX-sGtwMpj-
zMD@yoKWZlVjc9f$9npQ=`GQ#U#H!H{Gu>%K(>>B-M3PT*BPZC`*I%mH{<{RM8V?eT
zcY9H$T5E5SSu<N5Mxdk{w6YYmI8?Z*X(^Sdu9;q}gd6A!G_$?UaxAO*$WtqkUaZtl
zu6PyJI4jfo`XqP|g!4km6F)W@(+YlEySje5W>$N2#a-PrP6LKEJz`J(Me2)8rQwt(
zR#Bldm8q0vjFV(szDCU6z3OAJSKlZoP%>j8=@U(<H&nQX0nB@~04VBg5q{uOr`I~e
z9+2mZlY>_PjKb-$)p|!JZra$A{n7^dtOdIkAHH=<S~!7N0w>cuCMWo;HH*e>ZrNgB
z7=dX2T%~(of1`)b>U<;X+NI@5Ja{(U`8e-K(BRqiW<Z#!;7dX)@$1G}$7akFd#~7c
zNMj~Lj?8aK`D@6$DGK()wI1Gd@PqLg!+EpX0(MdkyiA!$O5~HF!rHWE^|YerYWpnd
zrzQN6L^C_6MwH)=*Fwl*Zcmy9(x|X<ernVC=oe2RsCW34H&*tXL9<X)p}<+3dhzTA
zW!@CEh%}oDOFAhcwr1-$)4I(YUl*iZtrWTs*%{=AP06|Kui(U@ZX(-L2dUunW|oZB
zIz#K_=kzNH1l(ci#gB~Kbj2N!)I;03*c(#0f}=KV2lhtdX&k7wM^5yoBc(pLs?V)*
z*}-#aDi6AHR*9!MLWQf8e+Pf*Ejd@J-6kTG&D*|gXsfOUM_rsvgu9jsdf7od?_jn3
zd1br(Q+xXOBM<ZENr<uZc8v9>kMSql2$#UoOw_nZHIi$t<~&XFAkqW>+4xV|4xiG}
zXLU_JbK|)!1BHMIczW;)PyDK2U4IJlCL;@3P-{kQZcS$D_a{$8=1_l5Ci*)9nrdWz
zH{#Xvw1!CQ7R>uEjsK@r@7Ee(Mm-~EDgAsC7{)K2#g1~XC^2Oy!KEmy8<Ug&^~8&9
za9y!%>WqEIWX4G9k&Las3j{!p3xMY~J|Yg3$2CI+Jv5N&7m>M1S^gaN<|mqvQsHWc
zvB=++wrl#1bHy|l$z}l6L@DgHe0#Kjn%w%g)Os<x<iL#uVywyfW|Ld7D6Fd!rWMYQ
zs)S%9_k-nwLf+usOcm2`3*;oF(VZ9Gl|#2_c@~9ra>%Mu&;JIUSA8h)B2Ch*?hZLu
z&lel&OzN?E-HAV#Zff3{0T{^HDll6%H^2U#7S(3MWbo34+SBS^Y=hB$iC`i`@^|6(
zXvw%c#H!V9yXg3~HW6@YkRXIc;IhW-d1~dxc}+DMZdNG3ugGSJLPwCfCM{=sud&Fb
zBwy-lhGt!y1;8*)8a!vZ#7XXE!spC7Goe-OM(weN&%L|dwNFMrqX&B+4R)lEb#$zN
z8r(uZsu68xlb0Q`g(Jv|28aqPZ^pkyS8fjfYw7w|7o=x_h9Jc95gQ1BG^L0KLB-_#
zizt_8Cl4Je$%rN2eJ>++9|2F4JFkWIwA0Ev`i)P;;xOZCryrhcK(T9Y5RA8P1`PF0
z>;rU7=d_eKwW^_VF<9~Bwp=P&a8KJIY8ZA1&LZkw_mOT;06K2|Q)*u72KF-IDiv1r
zrX63;eWt9BKk}Sx!PSCb7^iS)lVOLREXvYsgXCuFL*Xn4hH-uYvgkH5JvBWU?%2X?
zqjx$^*Q7r3oC$IW^mebV;q-mn-C~h5?5Q3zq;h-J+Z*38sSgzxtG73)ro-t|eV99-
zRM9*QVOgn4!bJ&N0_Er-1UgO{kC5p`q|pfO#Oi}NwVg)vy$D)a?0gzgDy$)yyJL6#
zb&t;){&$)8TCazy?h2qdb~ueCw{$-xg|NgZ{7M~;0%nH_tAF9-(sv)N?z7r|(B-uQ
z2cX#-%D?3KF`b6e92Rw%Ybj4ClcCHlWhn#c|Iu7<(}7|xc&@KoRs6_z^f@F2EcZ-$
zqlt@}XyuZO6wX6(Dr!^Lp!1!M&+y@p^H}Dtx&L%Y5>ru3U9F6I4?G4uk4$wMVONFG
za=B~A7vF4s4vX*p>HfRlSk?*4hatNL4CAarINi&GX!@qYV%<%B(6*;pR-HrM@vvKt
z40%t34|7n=djZ(EbyBaLiIQWwM=AxA_2%Q7FaK4M(*4y8l`m;f#wq*!u)4R+ISk+M
z)!;rBtqrt`QK8?i`F>bV@#(+AGdd2<0Ysmr<)P_vg4Lkc&ktSgA#;q1u^~Hupfc34
z)RZy)k<jE3!h|z2{IlE@B<S?FtV3YT@#c6!YRu5=87~|!4T=r(mjT0E=tOOmlowd!
zqvjXEE0K;Lofd_4`PJliXRSvzrA}Y%**N`SWE8@92s-bjx>A2hw<kcQr!z_c6}eHW
z=q!}1*YGj|5es*Z-v=Jb?M&*T(GmIF35+!t`<!}r+IL9)Wt?<5HeWjT!>ikv+A5Bb
zl{uztG<C_n&m-e_5U1BXbz;?{bCJQo_sZZ8-~aed5NNb+z%c4L)M=5NBhs!y$3H5p
z!^_JoDw**xbb#s~ZL1#f7;w%N@>UQG<J>~z-lp}}41~q{$0eoZrV{1)Jj74YsSo9h
z<8k5U!;kt<eA5dnyQruSCZs6oPBMq7=RC!WpYoB&Q`?EgX}~bf3WPI(w(dy#E_75B
z*0>ipS;bpJt5qMg8Ke^^IkG$AULm3&c)~9Z3&K;c1S#(H6omUsP^5i>_8ls$S>?Az
zj4Bk5v2j0wHCpkeQKh*4rFxu%ufF<lUKYbA%#zYJ$v!XY!<i~acrmp^1?O+&4@G4D
z6|5$RT~?<HbwrD_>2gsNR*U^J{<g|PTV3?rgqJ$l{UJiG228JUizm6QxBjTUsM0zd
zU(~a~iUuE{p~5P@u4JFr#@z3-KCJrZ>@_|5>Ai(ge!&ot4keZrAxKt75G~)AP)|l#
zZ3aH|XUEwHgI249mUr)a6b3vG_Y!KQoHDa#WvAwj$aELH;3l8lSf<^qXOZ?ay4zQC
zQnz-{O^V!POC|p`i3U73NyZW<kKiM1ik=XK6?o;V<F~iL31rdlYfA5*-xvI>A+;?n
zwR{Pq?wnODqXtot(AJs>cel5mLsmcI%1A0%a2Jv23j3TpWkcFiQ_eJKo`3eW7R=lz
zTx;ouL8fd$$gSKY=;<DLbWg;O;<m`mTa5U8m4qE5BdYd<1{5eI?{JZL0v^pcLuNqH
zxP^E?g%w}<`ty^o;6V!ZK6e#PZTWnle0t*X$*|F$+|aOSwHpYba8sVf69rW8^^@zQ
zv@5~+8%<-A&?}SN1rg^v>%#2C)xRjl;eMKtQs+kaxm+p&xW5I7z@i)C;ZTaQiq_H~
z@_GcBCDom@3TM(Faya0XFIT|z31(E0bS6XE1Ql>@h757wpYo7X(K}%pQUc(VkwTlu
zgC~0ga{2M?Y4|Ou)5_}VM$;706P8SR&LdK;*LA{}QekzNb>B0OoS*8mj@?!6Uv)p2
z2e~$mn@jGET;6>dOvy8gulj6Z)t*Ws?dBvJR9Lfq`?Y!Of`&e8bm^o~l|Ju4rbi)G
zz3?l{NouJYsbx|tJyHvXL%Q<lc9w_socSkx?|vc6pTJL##RW==^fY8FQSZ9h8(=^b
zh1K@@&UX{Of6!;$c<itIT~B8-X-lbU30LCjb!7SUls<$>FB;rgDQ|bxshYGZxo#4u
zpNeVXxpQODR3`yd?GdV0QZ|S^ITevWnN+n1jSLmm>$mN`WoQI04rF*y4W{)Is_M?p
zGz9x3!8s!%_*o?ON|dtv1Nm177Tp)2sdb;d^Gxa<>+jz(e;g+DKPQK;D81O{b3PW#
zw}~K8STfOTd!O}O;j};hoIQZ48b+AQ$qot3{-BjZV<>!e@9H7tfuYr}FaGmvFO7kW
zLGG12y>)=)MmS7RVGYU{9JBQb#IEM9Q^QMay`P)iNtMc|frFhaJ<Fe)A$aMjzH0Qt
zTiWHKde{2f*VTVnSI?*FYNZo?HFN?;(^t_QQCQtiztpGyX;@)XN<TmQsRl{hbZJTj
z#WI7Y@zyJ9{u`bJqOfkgv~~ZqUdb>+?w`GC-`zP}vmN|J0<n}-pJnuZ;xHA~>7k8F
zzjUmF&&s{^)oTemMKF;VyOGhTRaQoj(<DM-8aB&06=-3gf|Imc)mI(uo{`yvTV1W~
z==Q`CXpRc&c>81iE%huY%uj6|ap35~J~f+uAy=GeY5S$?O}i?&h*4n;i5PlYn?p$W
zwQK0JL#hlN%}p#XjykuZQ<PVMR1ri*h)0R-yGcKz!Wxu3=hc-*@Bqc$Pq$s!zPmR!
z*cIfUe|Yu{uad(xm}YQh+6Xd=Mc79$K}BKRc=^idT1_yPx4oY5!_~9hxxPj9W73l*
z;JJbk^j?7{3;E=^V-L6O0?mBao;MyIT(%xpYF!e16Ye_^;_h4&R)umeKk;A@=#cWg
z=b8*YsgwrS!Ht{)LRu|FVi_@H2LX;Qksa3cg&INmAVrrvx0!O4hqsWrHDv{aE>fIF
zX%a??%M*EnBAuGxq<;43ge50d!u#J`CDj(C^E!V;XuNxPlRn#%qPqdjn{Or@s@<ir
zwgr;m-+5LxtMy3#t|y=9yYfAsHTcF0<4+e`6i$z9u{!#<Ws@I4`ZXwm6JL51sbgic
zT8|vO_T7bTBIY9)=+=4nAGl|M-j<G{x6mU;+14n!*nl3X_dC{>)W(;GHBFo{NiTFh
z6s;5l&pa)KsqMH{g)&r^3fFK3YmPGO;Ds%Tvj7;zd4=%gq6pG`8?;Owzolve-2F~H
zRrkr2loNQ5#Hp1}1BP&l<A=!cEAA>Hg#p*@h6TVnb?~i2ZGXpku<-SRo1T4f32?qD
zacX1plu5TIeXx0mhEapilcsPJnuT4z?)TlRlg9b1quB?#rM8uWAnd@}ZY-OX7Vo!?
zTg{5RhciUfuxq7Xy922}Ox?hML08P1J$g_C84bv{gsduoq9T$eTsB1*=#+0hvMGjY
zH&WU2z))+qhu$O7MVr_i&|ZFbS|r6}_jYa0T?d<%eg~#L^+A#q08eG!fk;sutBK~X
z0^}MrW>iB&Bn65JcS&4z*?kBL71sJMXD2@OSYxEIZdAH?{dZb`f6|WbG55=-c`zSu
zSv|jNcCL5`kg(?W2i<`fJky<_95H)B)NCrOJ3HU<?(mH`gUUonVr3Jgtivz|Vukwe
z*7E4Xa>enOaaETo4;U_cT^Bd63N86PMO%JVmEXlEN-l#<hlt5kxWP?`BT*U~v*{4=
z>M#oMh_3NOVZHv>6T|0r!(BtK)TsOG<>09393z;Bf?yb@@J@~u8HQwky{KC~byxGe
zdALbw^!CD-$*)n0N&~e4!>Eas&JjVbhli3OZz(6b_u=#Rt01=^7{<8}gBK_(hKH26
z<W%_TjBp7z5P<87{WopI1H+AsMkB7k+m%TRrotNiqBFIBb|MsX_d^N1BRpaDpts<;
zz8-zxLPGxBdtt;?A8O=R(8$NCylKc#7~wRh7O8Lz=Ml<+j;lPE<9kW9qQaW<;=`GD
zG{9D_KA7-wkRS3nNK4J2+YtL-c+yl9R_Ax0skQqXSRsa9`6_>PE*-vIgNpF^rowfK
z!<kr`-Txx>SImi2jF0pWjBrFi3l)}h5(T)5RB}#AvCAgWq{5BKgfbrA)ET?H4s3>Q
zXWG+>N`-q_hwIG~3zJhG>fDBuB5jo}z}W?TBqRR)G(J>Vho?*$U#TjtuZtbN?}Pmx
zwHF(tpr05^7eymd=~_2kToh@)L3QNhvnSG3Nr5Z?hFPx1KGHsd^S3Ch-|X0BMH-Lx
zS%>GekC|Q@4?3b-VxORS>r9c1>IAxMDy;pt_KbVzA|~3iv!d&7{uD_;jL}g_lJ$Fw
zBA<1ghc~HQ6(I^Qui8{t7uQE0-m$Td&#F}_^`U>J5Ar#`%Z6T{5ut*O+3q7xNQ>eQ
z+9m>_!fH6I*zO7`Q2J^VF7ZycZB=;C4&wnrn+mJh$II*8{?{;{6`1yG{TUyP(5%*?
z0*fDYj|!{*#Mkonmxgoweg6!6r{xyJoGU>n0ESsS3ql_#O1a>0UW>Gwk`hjZ)wgHK
z)FO$<j{EfR0qd^y><6^&$W2764i%PTzZ3KMUkG29dm;=Wt_VH~rQ4>$`l4m-?q`p7
z^I0oyZ_;qb=)Sr)w}E|uXy~C*HIB4DfZ*FlN!sch{r8}@*Kh!6G|ZYdbtN*1D(j%$
z@Ya?s9-VR(E5?UYvR>(vI#_9Sp2eO`=IW{0y6&74K@Pvk;nQpV{AzcskA9|$&pQ1_
z-+>d_B-3mWB2JV#7bJKqnp`_*rC9O!52N=ZE3|d3{D)o6zc!qEmQOp4xu-{OTb5U^
zG)#0=|6Y0Qvkv6Ew_o7&?BWItkCV7xfsYhf%P~$B9|RdxSYytmj9su7T9f+VmGcsj
zEmRAyqR?te)Y+o-u{o;`#gxSaF8!eG08M-<tj7X9UY$7{j>_u81<w~D`2o2uckBsp
zDy$bHa%(*}-SP2<3vL&N^vls6MJe5|CsT7&u<tK_s5*2fDC*=Q{}sZNY}%kiVO@Q6
z^xB+P;KZyxRGn&6Cn7sFmC^=k$2z67vG&G{)!l}7IZmshunun7TkqMiec{jj`D5dD
zyhD%Mx^r1?6-(-7Jia&%s`TY2$*&5Dl3eLOh7>tA6;{9E6tfEzwc6h96<--Lm}SJd
zOx+jkixixb>^sr^&#5)5W%;bN^H&XSI|y$AE1VsO#Z*|W?`z$Ec2&R>n{&C^nt_k|
zRM#H_cW|}kv3Gz44M-NL&~e=|xZxw=Y)bMi#>TmVFPs!cU_?cslYdJ4myGNZ@O6mC
z@E#(EVXc-GP*XA67Pq`tWlK|N8KJ^`xv!DWn!aw^jyFe>7mnnl`1vL<jI)Xu@toAO
zG|Y=wSO`R6RU7b7n{8#f`mDs~Uu!exwO)Dz$<Ad{VfCV?=*pqttWmY1Ke>Y3r0xh#
z!?DJu!kSpIWTBDK?R@S_pB;GwZIU$SZ`l_uXeyAxQnp*}O93$47vijQUEs89;ae0|
zbnn@N&kt$>U)klAAIKTxS>X$SVVtBsJ4Yo>{ThbMX%9W;x1YK-Sv#N3fo|UmfMJ}%
z2Q8AUT4TX<x_}ggwX6S<xi4>rA!Wmfhqm5(fgZDSH;oM>hg5JBkv3|(4UZ%=R9Jm?
z{L}9H=YeLysD`H}t>~<oPU@X=N-~}H0y&Ns(&oi}Uj|mKfh)3o-K_<>GmjI_uBc?a
z`gE*);wlcHldcbW<F0jY`^?pM-lDX@{f1ymQE0fobe?dIOCFZSx6~CAeal8|A28i#
z9j{w-{_hv&b8p4ZHUU}&4CAEf>Rgju(X&)W%l?p{pLtMop#T`h`6h4%V&GJ#ZU#Mj
zi@E@|Zam|gSfX-0P;2Zz1`K0fOw=CGjF(67T9;p4_dv;xKI`BsM-sNhF9c3`g!Hs)
zz!1*8z$DaNa>>P|HNv=rQvDAxmkKL3aP(Z)IyGP)UG--FM^oTv2A|yWp=W72xs$i5
z*j|dkq6N=mnGX!xMFGf|28yx-4cTd#ITZg!`A@cys8V6E3qrY=Va0uCZWWrQR-o&%
zTZbPlkH}4-6wiLY^zV>?X+a(y1t2DRhLEhjhQ2#P@r8MH4`>sG_1wgH{)Jl+04t+D
z5iYdYjZUmc7TD4vmKUM6oE48k6LhW{86k)~E=B%zEu!cRMDNhN0EcQ*3shJgofE&l
zv>yBX&Trp)wS6_=*<l(=#-}EYfzu`#N`$+L&@Q~mM$}yvdn4yLOVA@w6Hi>Fg8ji5
zhB_Yy%eC;y3>205l`s&xirlhrY*))`o?FF3hPMd=o}0)b{<>r*5=m6Jmwvygb2FuQ
zs6w*t-9P1NH=vHaxYBdeuW2%+31hdiN9-0`tmv8WIuxf^Z1<!>Qemx({d3K{ioJaN
zfh_!@*@9rWD<4o-n#(DvyP`OxS>@vN7$OZA#z~8RASx>}OWYiI<D)tMn7TirArP+^
z%!d3pgHQyq%Ya84rqj9Kl_*@UkWf)vlo}nq-YN5{d*!?{ftCWptd=th*`~=fPl&{r
z)WXmPNgiLhst;#nsBo%Zf^u4vfN+ZJ+<_uVBPiWK=#b<7RYkIjnMuN2nb;yE%`2Hw
zL_F}s`sx@&CzlFWGPQ4)dQX}kmL|3nyiFH@fyj||Y8qX%6;MO9VAm&saa+*Wo8}RH
zvD-pj^Z=P@vYgBm#Gy%j4^0(Nm75~soHAeon59XR*YAiQl>&H)22yrrF4iL~!*nZQ
z_Q<Hl%_LDXu7{t#<>&Xh)dx320h?$>zQ=>r61^#)8aG4LoQkqH8eYako=vc18s;my
zH$A8~(YQ9kmD9-J+gIg#p|zi~gx5QO91y3%?wAhY09gZr53cG_;CS-Z6SBTed0zT1
z3lXU->7YDql8yo@aU;)CXWi%}@f0u>?j<XN;^b}XA6Oy3!(;{F1;8*)%A5qgyZPY3
zl1PXCBns=qoqgKIPlJv5`qz~kBsYCPY;J;n@}vbH?F=NW7kt$8$CpejXCJ}i8(Uj{
zv!dsFNHuu7<f8^rl)5K?hIF16XloN&%KAq-nUi44BbkHo%1=p~&>ijOA)|P%Cs<1=
z%sx_QgUInJ>ieiZ^2p#`H-svcINxfwx^V2Ji;aCwB}tW5{-w{zX;`3rU2At=S5xS=
z0_{xdZE-38ejKfkCogFBG#fYJ%K_7{yQmLd3Pe~-oLiH)6(mmzoa^zhP(7!Xlxsap
zIbc#Anonb>tA@&`0mC?drd}XP7>yZ@qDkpNeNahLw0f(SGs?*?r?Pi081UTA-$c6`
zs;I}@fM?nZfMJ}P2Jie*4hx=Fzg>Q4oCXZzBpG(9Ngiu>d8USJ)r;@drTSw&D9-LW
zPyh_$6t3&;vKI=!UAd5N$G91DLbmIHVVty9ICq57+4JL-vkUD$gQs}+{F>9H8bzuY
zbQ&;>lRO~RQZkQ}Eh^lV4@VpoEzC<v0Wge{Ca+UN(y3>a%rXr+PkjH<mkVBif1RSU
z02sze6WXa6+IRJ2kF|N=>-`ERH_<pX&kY#HNqc}(Ih0O*D`(ZX7QP`bAZwjklnT>k
zi;HI3Gf2tsTCa>++{ys70-FzVAqi{DxFmYfLr-P7mHeDwsgFFT9FgRmV(KS`VdM`I
za*^+kW^*WR-pSNQ7~JY7OMNhI+VGw7l0BMU>3$Z4I}H(rgQo}8^57?JN{GCdb_1UA
zpC{T&lhck!7($D?ot%qE??~r+l0+(8NyHAG_-(7l%EaEHN4NkOZsG<tQ9_QGXeTox
z+?BEC5{!jX>yPRVjW5#}y>Pp7C%G14_MuQ8c}^WUq6NS(P7*Tb&QPIb{rY@z(I4uj
zQ-VQvl53m>4CB-z<6Si6D>R4jR@2PfGxZx)(m3_xF<=<yEFNtyPW23ne#=GCsc{-G
zjFU3aC|yy*vqPf#;Jz0C!#J0R#c3Fu!{9Vv80V_6IE`~j7@P(S<0MVqxlN9{?pKe)
zv(g@FR1?lN$BX5?)IU|vwu^udL{M5SEENS*;0CCI(;&0~rGHz!dhh-<I>pn#acUrj
z6AYsjJtgGf0GVLMpLsU_h1RV(&9;_CdDz0US(E$D@3iOMWUWLIV(0EqLfBJBs_LyF
zjV-Y+2Q@3X_ep})uy^0#w{*XGv&f(;+m|_NBG8yfJ%TrfVU2>_M%$eZT)1Y>zX$gJ
zcRoIL|3m#o3Jy~)3Ht)61r3Q#ubs+(Ck9gk(ncRC`sKl2w1f5Q&h~K3J5}YEVa<P#
zQN>J<iQj-H{FCY6Ng*wPD1`KiEFj)JgpCDiYSEf3>WE`bX**j!eT+zImA%v}GkoAx
z4xo!=ZM#2CqJc_?l}0+~oLu<CU=veWuG8!>bVsBmPo1vWfrAMb`)m`z7!SPE$Nr_f
zb+(GL84+!Fp=NIjZq^Ov3~JH9z%7oUbsy;m6|vY-#BrAj*0Ehr_Fr_v!dH^gSF8Tw
z{E^N*4r*I!Y0H$HeMZg#g7^(&?K5!DLs265+q*SN6WEW+F?^S>MF}M0!X(DdR=xHv
zvAl#R|Cl_7-hU3F&VW&zu}^>la5YNJp<IsM=UAm$j)TAY5LOcK(Vk5%opk6yCWoXE
zNm=mCL}NNJy{f=9xv|1D3_?3m>HoY^%X#u-^wqC=9L@+Lb2Hr4O)DQp6>f^EIPIm3
zX?W!h?rul_K;OPc@~QwB#z}X`fl`Q+Lx!-VjEqdAp&=JxuPmvQfNn}tymP1IplmEE
z!xsf641aKv4L+F3>6Xu;^H&`D&@pr@*<z`(bTWNA0UD^`5m!1V=i)_09F{R!sUs-i
zA6`5UqFC-~`_;6gqod0bJwpr_Zjzp1MrH#&Lz2mhT(_f_gT4QJ8Teqpp9$9f8=oFn
z(+9~dRXYX1a67aFI4$IGYIteaL|!44#Xby91BP+ZYUVTx#i`U@H)wCa=7(<AfMJ}p
zVmPfsaaO)?@Xji05j)xHwXc(_bf_M#?*<Ixq!q-u*MpN})phVjc+vyY-}!Ln^5)@i
z@(VAsZav#=e~x&6Sga>?Az6XqVm0%uM7o2~^XHEo(yq8h&cx_6DqgYY+|(t1zR`N?
z>ro)46%icaS!N9w#`y=l76K9CnOSe99G=|jL+xUAF`5{{-sNq8ZxGanntJ;%^^{px
z&vRBD)Cbe^C(#pyIg><r6}?N8+7R8X;&TYc{j#4LuK~k&uZw<;!MX{gyRa6@Y!xg`
z>Vww|@yL0X&<1#WRv%7cD2VEkYZCt?!6Z{M3F)uZhtnw(i^A_l>95rL5iMqNW%6>T
zL5JH<9cghg!J0VhpZ)cE7J?KQI1L!)jvmxV=Pa$>RJeJ05Xqw~%FOWsU>K(!c`u#P
zNQ<W?o|yOhk<Oi9eO1z`XMp4&jHitf-#DG$>>7m!iK)|)rcM;>vuQ~w!3vK`>d9+A
zlR?wX=}PSNZrr@8CN^4;v!ptlc~u*=XorpAMKx$EH)?S!4T-W?VZg&Xd=A}<YN<5F
zGSBHL$6NPV!YojCVaOlu4qpKv+<H@L{Z=OxdLiDl@a~QU5@864K`6ICoOgPKa*@v!
zQnIdMN*WzAU>K*~V!b0H4Zhc4Wcd8ixNCoufq)n$Gy{fl(&#z8L+MnzwRLvymo0Y8
zCf98PrvU?;=B*he>lG>Q>DFu!j3R+3Z1nV3jQAls8Bk%#mk|)>{@5V@>g|;Vk=@Ef
zMsMMz(vz(~X5WDs7l;s;yxv|0ChBTGbkKQ&6gqMUlnI2r%@^G`;Hx*DD~-f=ow~fz
zZovRyHWQVIWT(FrK25Fx&y9RajYt=CmFZtc^A}zD<;$0jA>Y`;H6t#KFO(~q83^Pe
z$Tkoq9&k<}>v{ooxG8!UEf6PfvsGLAQj=Af9{1GBJJ=5q(AZ&^56)oOr2^o&9g)^P
zCM{{wMAeFi5%1PX?b`v$LjP#r*3UCbK~Nqrm=y{`m}i4ewvUFe7+tGUZno^4%q$2+
zB5|Awz9O}D{k?I|oFT{rk1mLc!b7a&2=RiaU%bOA<BJNY%Z*YTN+3=g2;@^@L2b&@
zDBhBhw>w8LLz85OG;RZiaSQ*dWP<lzZL=aT{Y2sB;mkt!G0d9%1`OkT3iLV@I39$P
zGf{oe{-MzaTMG9TIlLqm&V!-DYrqr!cL=rEnxI`0{&?a&6>fYq^3(1u^g!AA;}hEw
z?+HGCD1Ht^q$k;Q@mN3wZeS#6aV*Ic4L_pkj>e7Ohi~sa_nqDN1U2B$bx{yb1BP)f
zBqEA*=rt&aXt{LaHC^?Qr;=0ZcGXV|LpY<!sxyS<Q!%*MWKr6`v?R(*<vH@RO1NpG
zb4!(|vKYlER0F|!$1z|Oa=Qu!(1{^<uY}8V#RwQsPv_FEO2pWm0UwCNf|rqvHwa{)
zY$A;g6>geiPd#pj>N%q&vo*ZR@@*9!e{$a|JCF?%qbb^vi{c2ZiaF%@>rJX`RN_Xc
zl9LwNh}1$jJR6Ou&K#r8(7JE5VbtL^sE(5!+J@4Wt^IdIKb9Lu_b_+LLC~EwU<l_6
zKxYppd7p-_ph4hpduf2eIUCFo@J|3f5R*Y?=rns0DNwo<qZYS9wVX^zxfTu9CHd6h
z4uOz6$0m5MC>ijKKZ`g+k4K;vIv|sc-Rc9Jfv5my0WgG9ECQlmwFut32+X-yap|3(
z;}-G2Z?l(QKPMLf?Vncl=2^>9C#0rO%CdM8St=|87qz{fetr!D=w?i_$CWHmNEFtT
zdnyckZQEZytNhMqMpb;dCf0{xa-?-CC#ixUbzWA^!MyKFHTHp}gwozjLm<{PF9}jG
zV6w`aJ@Ma7x))|};eP2}{%CGVr#!^S#5Z{LvzoKS3)KSqZzL8`uG<RitMf9W3yH!?
z@UIxwV$w;U^<(?@Ux@EnzO5pN!hn%dh+SPW({j_Xe%gnAC|pPs)_rYf)gM~xCqxHa
zZdfX!LLsjD3VI!gv$F?M3Y(s}a6|T1n;Wxe%eu;_R%}?6F`a7P5SD79(xIpV*l>`A
z5*~H18f(_xU#rbKd#avAGLJ`RZhHPw39+_|I(jG~3WDdMqv-2EL|2Le_sR`h*wsgv
zby)r6`s%C_=QY9JrZjl&#gvvG_A*$NHRS1Sg<4|fyYf%~3==AxVU11h&U-uG-F0~#
zpVcuhY0um1c8g^(WK;ACkO8mo+igiCim9};BHyK#A@W%^sJAK8cQ>B>!WPkx=<M^<
z*(n&Rpvhvub3>F_nqICKS!RQnzH9fj_P;EA789oExK0au(1!Y`TvRlJ3>e0%>G0Am
z-_(Kw;e$m!{rBek<pLn+78$M|55;f5EBqqAaG-dHegg+}khH@N>upJ0H*%hlFd}2X
zDD0m3?!_rhF*xGOpt2eenaQCP8!(JhFA83q{OZAHV}E*P_jSs5l^crFfMJ}paya7%
z-ive3fi^!?AAbU2gRyhkFKa*}XV7WDFiu)poCyM_ea^b2kSMHE$<MDV+Vn@CWqtbN
zJ-ybo1Wrk3K`@L{+{~APB^F2XbV>vz@@HWY(G5&0F>d#f*{{Oi-TlaO#tTLi1j7xa
z(t3ESrvd5C9Mr;li}LMpuk7+!Kb+ikDD9Ub=z`IL0mCg&lB_@pBqtdGld?+Z6KS7;
z7nCTh3Ip%mT_`gE4L7UvnYrmPyb9WrscMYW0|)f&j`g;HTHN4Bs#OX~4z2Q8$N@dk
zpX*S}i00XZ{+-h6?>y(T4*ePN{O^~WgzJ$3!wnEw&U130H9;}W9;qDl<S$rSHrCqv
zeL^)o(AVo@C#1sqsafld{soH>hjL@zxKl;X^2SFrJI{v>TSoCuYvlF(*=PMyEUVq8
zvu<z8B+y>uObV5?Hy5?u-R)t>+TNXA&ehv@izY#L-GE`7n`lKV(H?KU=7e7w)V-kR
zTK)^te!MHQ0mJAirb{`cCepr0g_{M_<EMn=rGgC}4KJ)O(|XjlMfwFdxN7T+h(b0M
z*3n~ge`xXh8aS6YaqpLV;48hzlPo&VNH*({>wI70{Cl69jjZVIhchK~BwB8mux;r*
z$Qz+PoM%I^oH-F+Xu&>!e0r?(KQE;(X9d9i7_A11WaUykpQiFao2twERKsG^abeo&
z^qv>7fV~ikvtsYE(}ot^>9eN%-t~+6kMHxDloi>#@9SS%eDAZe2VVWxFSB;xIqOg?
zbM9+%?&mo>eAWwhwtRbU@xz+3`NWR{D1w$j>8i3sIlwQ$(c2hj14fOr%rj|du-`4a
zUh(W+9Ap1DJip}ovrnP7V+EZa&D4M)oC|2Bri9hBN+nIq_9v&}E-lqRF;%!gX-P6n
zfO*b*)P-~w0K+Yur7<cYTd*^beLVwNTp~Szg@&3$hZ7=Bz6V;`O?C!P2c(W6Uu}xa
z(2fj7b=9){7)?7Q(G$7SkU3t~M%$QL@+E4{EyljY$n__gr=RDQ7YInGre>haJNpB|
zugJ@>@$?gurvpc%eHf|3<i*zxp#*a8oEg-bmmBid82)CQu|#pBC5e>CB<Z!P$nJlu
zjKsU?wo;&{%T@)h$4S}-;D4doVQx`xoL550kz)^!SvD3a{C`Gh{MyLF3XD35IIl{6
zY7(SH0O{|PzRM)6BZeZCm>95}Nu*=?lN_>9=;3DLhMFgN&TFy-O@!eQW)dOE!y|Lb
z$j(HZCO*i7ogRBVza(Te>(R8;!t&zeFZlc>?en-u&PcVyMY1MC@&Z@((#7!<56vRn
zAO@mIVkVKpn|GC$!wKV@a{N(K?GVW<71sIQneRNaITkT?F<)%^D!sH=beI(94LO9G
z44xoLY0GoolpKpEoK&!-hy#jLvl>J(%90kKeOi!zp<#=m?!XB=Ckex)YbmK`@ei}&
z88AE+TI9XPMwT&UpXc>RciMnqoE2$3ilEgbh|sNv{(TBLy6}F5`w@mv^%KJ|(uom3
zT2zW`5LzXr?n?8YulQm>=@s)p$*$R%9g>hwVnmXY7)rKryBUUT1BS`gbJ)vY$yRt5
zt9OFJ@YjH0oCk>J2$F^%Muc%IH?}?lhLP&U%xhazsTQrACuaO{rY1#H7#ouT!#K&U
z0<UX=qXx0^$b>*O^$~`v>L-R_#A|7KBe(%pe<5UvG|i}BLx3v{Yr+xC(^ZPj8a>Zw
z*>K*H(>tE0u8NZ87m&ixYQQL3<xDkn3YlZ0sL$%xq4MP7&rxWzp;H(zgmWXv5>dOj
zw#rPRdv)D;xpE^y@S}sP8y|U}Zrlv>2Jf|UlPF7Sd=uLD=;1CrA(@%$AVd@fpV8SO
zv7(;vauI>=NlxVCA6D8j?U^8_9#xGba_9<H)05Tv<7!WC$ww&FfuxMS_2Hb3#<&B{
zyToX(ietd54&Q`{GU+nHRNmM_Iq^n>W1;~=IBU|_k_Hhd*{xr%o{5Oa9g*76ap+NV
z&(g{Zvib-!@am_aZSFgu&VP#VSL`^T!~J~|JyEaiGLq6JX4}LmEn)_i|4mCG^M0UG
z=k`sSHg57iHYJ4~>6g?;n5NWE3`0y4omxVjs?grHn*aaY&{v|Ne%-qE`wtuXFLZv<
zqhHi8b?f~<wj_sXrqXF<hC5vtFp785r{7o!p8w*f?Nc+5uKvVtZ7S}3J**HLFu-}W
zNobsTHsWC$WZ`BTukmFMqcoDRy$nmuO&Q~iL>fi9JQs<p4HCjgpRpJjFhoMr|BM7H
znIu!uAaZd0-_g+cKcgWTBC9Cq4~5b(C}4+H^$})CRzJCC|7EmwTy6B9Q7{_bxb86g
z6qW#k#bF3AU`V?Dh(LdYb95XnXB{(WISXFOc+XQGVP?Jhi8oQkEfy++VSkR^H+B6*
zNN&9?V<tC<rR~NL8v}-LE}{bfJyiwQ*xraEN*&RO^6hvRM7foD-`q9N@dgazZcQ3!
zT>GREohR8@25z~!O;Ic0lyI}yfFazpZP>RH@y0EH92cD8)JLB4Eue!=9_lBCVVvCw
z=R62S(Duo<cg23IG;&m%#(Mjt4cA#1x_uh(jDHZ|1F=rhco<7bHiDXI;%nI~^?l@>
zRv)xWi>_+2yt}jlV|dk!$QKk4A}Dv%|059;yLEUGj9XB3)Nmhyqt0yH+UtwOl-14<
zK?8>9eUCU89;Z4NS~b7>E3ZPSu&S8>Lpa4W6p_Y;co<VFjCdF@gp;O9{sh{hqQlBE
zr_fa&Vdk~^iDN?*VtWS3MVy~7_k{yZ$eJPV)$t&*`Urzt{lqW|_f429)laB|CF?Go
z{&mBl;ReirA)JeEK45YkK%k8@caT$sAp`~ta9*t%x^Rme>v&z9l8V!Id59PvOD`|=
z%fVSA_=1vyFVsgE_Nbp+>({@;QR82jxFV`NP>SYBI-Z!z&JM$W72d#kK*Ka(z!0xQ
z1L1{Ro~bq`@WZ}gcxAv4&ZQ)X<B1=|a6QpIbzEv%PvoM(O7bp^3>B_N3Gy+^$JI_^
zVXcmp7>i&5FbcUtxhox;;Jr8#Kiu&8(S3LmNV+7P15V1c8-&w<VVn&jgn$csm!KKA
zYY@FuaJYtRoIysF#j>OJ5Rjqn{x=X^RPesY?_armv8Mw(5RLds*@kzuloJFITWWf%
zI)!NeiyC2PyHPP>yr^KMn?Dp)52K2r>JU*y1xF~m4?G3P2u7o2(+=xwl)HrP1QVpT
zPsObK0I<P#DJf-auI;3D&rBHuZqcz&6jr_V^YZt#!gjA-?`3XvqVAWVh~O?F3Axi3
z&H~<7o8)c^sZ%yfMPdXoA%+Ah)3QWV4RuNOOA?AVk)=GI<bDmKO2rUN3^O|Nonvr=
z8k5`XN)_L+mg}_xD*~~aO4LfE)~H~=advc9B$6dBP|VKmm_Y+Iq7%-DUgJ1ZsXU#S
zoxcJt$aGRcXST^sPW&k8Mc|CHHFT^byO2^y8QYxg666rkO@)5{TG>LKA49PiBkoY#
zOi=GxuT{)*c1sX#7G@iwN}t3XJp(!dcc7ydj=8ufO~O4urZWbA5D6C2q#%WnKt&h}
z(l`>NSZUS~^5+#I1<gaH2(T-WjJkWSUTJ)9Hn*DI2gi)wJzhz<*6|);P!<!T1o{?;
zr3WwiV*Pa}j=g|t+ze$l3B*EJ-51Y;)+xhS#hsdh<tk8A22lmIWK`jnN>EENm=i92
zre^$K_$P|4i+&pFi5zv0A3PIZmrg1I-fKfQ;F<D;M0qqqu(JD0`=p1lOSjJa`5@-A
zddEJmuDej>P$NgAz!d<`jgV3lh=x0XZ5Ww(#>kIDm{o@*;&_@eRB(8v`*BEY%7Qx|
z65=S5UIe@a4X=7b(#`*QJb{U)G=t8;P~r`ECSJpPw>gz&LT_`5Ig?0yic6A|;CbcM
zsL3t8O_W`T5F4uQy}A>!F690Bng30ASehp*1BP*aMmR5q;^YgbE&tfpFTB__98Lp<
zasEVHF9Qt={@49e(-CKq1AS{^$ca!6s3&|U4BZ9{x1r_OJD1e5YAFpOOeQ!3hH+}K
z^^T-^vBup<ka5ZRcc^q2FpQH%+c`$?UYwl%LS@<xgVTUvoU{N*3H9PU(JXG|y$i6N
z%R2#td?<;ViB;H?Xak<{U!(Dh=_Do%g~ob0%%iS8!i<{w$<-e>==r#uWWRL#+>s;k
zuy}?Qz6oPr2-AcC!^Bf|IA<$*97MKMSpEx>qF6>mRt$HMjiU)e1!ouM51av|U~HhJ
zi3&bN@rU!B1UW<?RPdcHe{fgI)9zVxq@5-QVIftaf^U}jgO~TEqKbSvCTMR`H}QNW
zzt~-?TY?_vlq5>8)#|Q0=+ay8;yMjsG;A;+DnvGnLHS<|94Vd7HX<Za`fUgXO05bh
zJ=F8|VVG>dFbB2T@5QMep|yUkH23@K6A{R(W=cgYglcz8Bz9BbUc};}M81Mk#HYYN
z@_@$^I2EpX3*}gaQZqTE4mtZmyQty<-E6-|P-n`K0mC?j0~q49h;3Rzr2dE0L>~>?
z-2e9Ezku^(=om|pIFMj%-gKsLt;pl7SI47UNb*OI7X`_Xx;(bz!__DByndECc3UVB
z92Tw&Sz(A^XAiYSIcGxY<b_Zkz7OhV>6j)DMBZB}zPyzOqD|=gH$+-kg-7i$&N58t
zAQ1Tr{2kQV;dBheB7ecvi^9UAqL*Cn5-r~sgt25+T<ICT^UDbXpqNz+iRBTg=^~4o
zo`yyRZh$7boVMNuI9z%_{hDtb8#Gu;HU&+<7a2(#+#?;i1nGv1irkRMRU7423R+X;
zaNyEgeT13r>L-R_yn3p6$Bt85o$g6#vWr6TxXIYT8%7xd&9ReGwHB#bp8e;_t(8tE
zm}4hZUSN?Vp4C!C;_sZ5vs80PD!Iu0SMAcCdi7VA1ZC$!CDnl8-qQFw=R<MIOZdXb
zv7NACX`ht{a5QJB0mC>;k<1jAhOBVoqmF*Ad3q)0f#E-3z%cd{!X8Jq_HelW-<Ep4
zZhBP<HP0;Vbz`LQHDH+DB}8utf4>}9J)LkQD|-zaZo;s`fMN8McTycmH((u*+q<0i
zIM1sO-iTX9(%`_oZ9;BVZ+Z?fhbCMBHMynj)Y2cQ9yHnHS{8Il{7Z^oJW)f1c1cpe
zjPo1d48--OfbTANN-kvI=9Nx;gyD?($?fSpJzdTdy~YVtF~rrHzlZP{gK5Apz1Ilm
zCOKWS#X>!%?0VUJ4V;Em!+>F&WS>(wiCvOseDamVe5B8Tx?cru9E_h#U(OGb=0k*^
z3QI;}!q-%$MnJfMQoQ~E&m_F}ttbPY@smV3mnD83k95nthRKPY|3b<$@m3aPlXFc<
z1;8*)vb;GvB+d;)GZmI}+qk0N_{?*@Cm65%8ZeCWG{!Cv)gvhbx7NXD2elu&JL=|e
z3z7lDc(t(<LE1zs74Gw>$TI%wxw;FBeN7vN(SNy5AR?^mrbbUxFB-}E+fV3~Qujhd
z0y~3r+uNc=T^nG%>ZCkS?o!tk5g@_cv$U^`++>g%s&VeMwLM?_Bf;FWcu7^ck<C3z
zu6}D&vduG^GVx|;<cQSdT=;(4-CspK0~J=89)Gu6{U98{Kl|)~my3-17__;ODVjF5
zTJUBG30<yEIdIX-^xKY&c!zF;l?rQFWYo9w2<w*LwtQV9_haEtDfF0G5U4<e8|tL9
z+Ey*zz03p0AyF+Rm%e(j>2Q$YIx^{4NY18N?xS7T*KO|YbDoewrzw@1-7g82f7!`C
z52m*FnISREBAKiA4xj3;9$&f0!~a)0CpOX4FCyxr#wR%$6glqIOV}v0YQ)@IKg~yE
zwd#Pz%gb4dvE_^IxKYOkK6W8Njm3;me#N>od?HgP8<uo>y~4SSa~4R@3W$991sQEh
zZ~1!D7mwbqR}xB~8i??xW#WO*f+}zWWG{906L-B0$kPqpslMub)aAj4>BW!2Sfhe)
z8ZeBLh;WJ!yceg8V5jN1xYdTc+a_tENm85}M1wc|@jvOkUfO#G!KE_KwV!w>1dE2o
zDJ03!Ea%&@TYqi7{Nx9<^-$_#t(P1Lj}%U$X5RhJ{eAJIf!Rd^hPz1j4bCpfwnQ3O
zDs<F{^77^BujynpOKndDOn(OH2<%{v#=_c(MCY-qkaq9<At}=mbK&t_V^75+OHAr_
zA73hV7^eZ}G{Ja<#DL-6P6cS-R#?Y7!djD(V~<N!7jAk-=BcDU!tBWECs*(KRxes~
z6XVbtj3sLbEiP18Lq9A$W@`1hK5JR!Ze4EFo~zF=w8%NvL=QYm+~w`-M?_Wv{HKW%
zzMXyhT%Qvm#Y8VZO2v001TG~wkrG6YqB^U)%JM}`Wjb076m{>jy!xuTH{rJ>!l+FK
z46|47Jzkuw->Tc0Flv(l!#GL%2*mcy%v9HJChGsfPf*OiLxj4x<U%_)WuA#0Mh|tM
z55o*exCe#_*Se5*Z?70Q>pSrx_U$GqsV^=)O(|lHjaBW@R%+!3yA_`JcbJWp&!BRn
zzL4Ow51m<@s`JL26~piA3IQ=DpR}kTIIPpMwr`&L<#K}4ITQ;k0u^HSmgsaE4Rs9#
zQQYCnSBD}>gJwCeX>uVrpWrkI1(EX~&PghT4>Qt<#xTWEKzO(#5UUvKBg`PFpNv~M
zXDK>kdfCOUeWlln=}>T=_kaA%)cx5QB*R(5fFXJ*#f|d^cDX>To8rcwlZ?$nKk3D<
zPw)D4={r?U<3&E~2GhX|yA%p1PR`*1;JKM;u$Baht7fuu;8Tf~Y7iDGtQ$+xclRHT
zP=;x@)SP(vVNXj%@iRPXaF>yez#2PeV$fKzCr<5GmR)RKyBBR&g1}06y-{hFhlp=f
zSZ(u;emmhw>~43?{GrX}or4*?D!}nnfj=#Klsz&>1jXoDQf83L=}fOTkTbV8*J?_Q
z<Y9RNO<J#DbJ?Z=mHYmk(n#!y#O(YFL<pEhTeQyBbLoj**?-h1;<MC8m~1`jCx%g+
zl_TN4F>^Zx)271uz5Tkol0K`8$JIt}THp9_c)B^oLPtx<uJz@T5@mNCy2a;|5Fqv+
zV7Vx)iBCO$=~`8!MoPPD>Nj^!xtqHpZ-`G**CX>UQ@3tIT}wtT;4q{<@?4za=bONA
zS15OsGYE{rc0}nkL}A5O-`Ano)9A`a^`G5(|4KMGxw7l&dW7h;?D~W8^FNPx4Wgtz
z%-lzprpNpib5AwAJA3u?<Wp0IaJQVFX_YP32@e>g_RCFAPjZmi*P{TihN(Wn%wP2r
zn<Th@@g&Nz<CD_HAghv`0sYWThYG9g-oM%eUimwLKWMIrDN1w4DK1A(&ltH%A?Qwh
zsBY@%SShZ5sU9aUC0Oc%DQQfUK+gsxV#;e_ly+_iqxuLVjOr(bVZ7~V1c!+c6upvN
zTU73WzBfkukOSew_ov2}f0Rd1tUl&4vUc{~IV-m`!E>p#Utd*ZM263)5Ze2_=Oe6F
z6Cf0EORiNvy*Zsn&`zMP73)X*4L5?U!l{oiBdC62LlyULH6btEUnM;2I3Xo9%T3^_
zwM4dks*f;DsGovfrWB(s@YIrPgvKeelj0U;$C01UjA}rqY-5o(V2EtGfOl4q1igYH
zNSM_z*ZOtUEz>XjPFZ_C0Cdp$YQQkg*9q~5p*Z=Ntv<r^UHuf~!YAmY9LvscQhapZ
z<;MS|I&^;-&T3)6FrDG~sqzC`mmfK^CjHe;;rMC55YAGd&e=d>5ZTvt=sHBp9~FFm
z#2<N1fO_M#+o%{>4wf~|a(q}(A5KY$Me{@|2_8>U^I3Z164+S{_6F@#DqE;)8`~*#
zZqdWO5$Iu2zv`lH*ciP3bbtwM{!wBT=5nwga;TU3prw!C?HCdW0q;GADKLI*Qw>ah
zAri`xq4-%}mrFBDj0%5w;13jmn_-a98}JIhU4-zL55+Ih;-X59*8&J=b-7?^z8Nr#
zvm^;q4CO)39FGLcK~t11LrN*6y-#q)Pqm67fwVm`SR*p3a6?qZi6_FmTbiU9#x`XR
zVdjjZCSqk1e%xCH@yMvg%}_O`c4#vpYwAzocx1pRoX*==X96)uL@~lPmRs53|01wK
z@bL-iWK6%*^rWm&$RrTNn*S$Rw|^qcrP@<6>(mk98<49OGQO*iFq29B#4w5}p2^`I
zPbs`GQOYfbl24ZoT|EpK#z_;xsS!GOyxPbG1L+sl1S$ay(43$KJmbGkOo{9`4%ab3
ztY)cIA7MD5e&TBu#wwm9h-#nYIChA|TiJ3vHx|YfoB_jlDV-a<Wt_}0sTnSIGp128
zbBemA{?CJ7g#5+Q)@-EJGI1(~7owR^!B2@EbMU`EdsJ@D2rL{hKBkPJ8!o-%7)ZEZ
zgv4nWI?B9Z@S`ZIQF`zMSt;nbn;dAaNNOQmP`!;AmANtfBBEDJ<;6NI$#RmNg_zz&
z1bJ~9FpP5%5rp?!L6AKnRF-7F*(qRNIMfCVqoxOAaE(c*@j?ZRZfGG$RAtpADv0Bg
zo1^!@FnaNJOyf}2%heS21nGovG#pL?hH*BIz;Je>N$xeZN*|HE39hrqUf?uh2Mid-
zX#r=T=!m3LBtHr2z9eI&+UzJ|vr*{488D2t6mhp`fAMH%5L)(yQNBcB761c=(SA<U
zmdC6ZgW<{;hxv+xp`@FS%FHA~gPs(|avElNG+?-$Gt^EbIpT)9SPQxwHkO&2FJF2Q
z^-?N#L!{Lxy5{ZfkB^OnifX8V1`JbL3=1>NCOxo5gyA-ezxoKnZS@leO)zeHw-A2#
zi8vrn41-*b{sJW-qz)O(Fkl$@J%qeOO0Gj!_I~-iYmi*C0<Gc$!pOA&qtHu9s1>Tg
zS-1akf6RFJmfU#b=l4EdM}|)0cxAv4PQIpdu8a9+cO^4A71rlV2hG@V%fEcqne6I+
zfBP}=Z(%uIkCsJRLg%s2O<AT>M!NX#;}VxVS^lFixtl(&{>pCyE`RB>lFLTCn0Z!Y
zqwEBX&S;ue#gzYcf24=QLMk%+QenvlDq-(<ddm-=yfSj0I4uj(#l$e!A#J*+kh#8g
z=ldJxy%LTc1`OD7wMJ<C7jmto*~!EF@?}Urg@A=`QcBw-wTn)I&=@0Nz|aUZC5`1Y
z^*_!Vzv4{}BI`jV@+JhLdiE+(N1{Pwc2=73{L)rDqY^hJ9I_()8JUzA+kO}*M8WRK
z{6PaQn#obkAhUip#nyBNy`pdpWeBxXNk5#nay1=<dEijNdjfwbv}XuyEU3@TP>A&t
zI_j*$u5qf?6<tg9dJ*xE3fFZRSLrIRiK<l$zXqbv*62);VtN-<p@L)S_(N6cLseo>
z1<znONpv-;m*JZaWjCsYSftEUN}GXHO33TrVe+bnz8Q4aL-k+{oK*SGpDQ<lXm*ec
z(>#^#rFc)U__~sPUK<nVGkGdK5=#24F1t=%YIR3xpF>Y`gG9~1+HDsd-`3_L96MYO
z52v#P(cBt8=FMW8F2M9I1Gq~0oURf?bBDdhE<d>?=SsCmpL4$i(Y)ZbQ0)*bY0Zci
zCH;L<v+;^Z4|{^00cW$I?Tn9=>Lbirt9}ad93r{QpNh2u$*Vm0+fU3%4NjyXM+(}M
z`Uum4`iWt<2O>*-Ie$;2_s>l6wu1n!ppNj7L4Aa2M*YOT+}w;vXmy*}OenjU)#@Wm
zE9xgc&2uZ_6k6VF#blbn@-XcfFsdE->_D+ZF>55xf>>n`7zVik!^peR^pERD>)lOp
z2WfXV*}FY3jJv164R5<_#DS5_hN0V2@1}HnU>J9Q!hNfkDJI)xuRXQ@S1k;q7D{<I
zV>TcK{l7Tt(R8zuL<1i7+^m8Ba<<vXGfQePd>#=hNc_jO8B*0FL4kCq(QA%jf6jB7
zfW)9R+JND)p#98Aq;)LPvz4u#ziM#XLDhZM<lCQ&$Sd3#OS8Kij-u_33M+DJlS%Pq
z0du8&>8MJNbfT-YOTcE=BhvBc#Ms=_>>U57%<N#3oSZE1^HgtbGc6R8h5bToWf@|b
z0a5+Y7g1Q!3kgm;hbxNg10c%XU<-g@<dm9=HY3XJ$H*!Fq)0;PhKeFtf)qT8ICYU1
z0K>>h`Ec4vF6!N0?kTN(R?Xy@AD_Cj3kd!vR8?f%Yhj&nkG@^<N`kouUW%(6n|QI2
z&zd!QXXzjF6Nu4IQ-c&r6NpHr_1Al8sVqCpV5czv0U|Q1P+=8)E&cpG^{XHu@^h8$
zef^CFLW>lFO^S%qN%ll<pz@(nxHFYKHzq#jo7=QJ6ad5AAvMLJH`_3rddHPd_TGxi
z?q6zWb-I(DK{GaP8F~gEBiSytT%#-U&J4-IqQ5BL^SR9Ox+|pTINfBkdKZ@#kqSQR
z#N4MB@BE?%n!SZ!yebV(7YTfsqB)2$Hn9j%(#hFKFP|eHEYK5Cx-1~!VzY-L_SE*r
zs&TTjP!;~mNM(@ampR0Otvk|g0_T6}sC9#yqXD*Gq>3f{BU5uyMnR3ra9?-OO>%gK
zN+o0Rr)sUQu0CHDnb8aNZTncK>0LE{NU3wWOa5q-@*E0}J~>Z+#6(C6<&OcwL;Vyn
zC@ME&Y;I;qhC@DyOT5x@FV+jO1Rcjr3>pIip4+HJOAts3HhwcrasuxbhD{;TlW3Zh
z5)}ExBX`L{Gx83&QJEWSK$YYC{&X9OFES{{W~8%?&S_M*UY>X^QQFL4?5SJC(eF3h
z*+xFGSgnrV59cqWpi1}q>r~4eS*^|pJ0%BS$)n*8mQ4>i6o8b8xr2x)+J|@>tUEHZ
z)JK@zQvDQUeHIK7p+BzSQlFZnR31#Qq@Mma1i_YqPyh^*N=$b~OX1S+9D^f|NO&0#
zqQ0Kw@G{0f5G|}ex#S`1al$YvaU++g5lYU8K?#-MRZ7i8nnN@qBy9lAr|6OJ=n<L2
zO$qQ+;zoqW>0c2cjj*qjHZzP0ohAkh<E#pF&XrJ{Y`vDwI<z7hI1L!aISuG=`6PDF
z9Gua-EMXl|2|=Ed6-uoEqcGp(nBV`}Q-j|f4EF-*XPN+Njbpw6LpZ;t@s6iCBomt0
zl#5>!mi6&N108=WpS5x1>2nV+?Izp{rqfbLNzC2biGtvR@z)AnBuu3*XucNo-U=)-
z!SAgYxTx)qiPq{QW+i1*y2^|nocwXj(Cis69IxTCx;9xle)Szlzu-{lJH$Sb_(Fwc
zz%c%Y2!AEmVXzEfQ^BjQ88&6E^5X&Lq%3jhD?>Ab3Ts~R*qIL<L%!bQFZXJ;^1Ysd
zrGm^<pi%E;cA;-7ET>O{8dJW9^U4!%m8!dTO;_5*1bBK_aG9s!Dz=Nmf7d^>yr$S*
zLeNKg97v>@8j;l{H+S5)axz9(^}HX61r@H9+XKTrA4N2{X>fEG^PZ0Ut4Nh-nCH$l
zsZwYwJmS?zj0sD#QnjqDgUSqu8Q$OLjFXc=bD{6AGc(ib!~3a5*@fGG&+MkVrBQmj
zC9Rb3&$)NT@Fj1q>L0FK1`Kygv(}4q&G0otTMdQF=C@~uZGWI%?{GK`7{)mkT@RGS
zt|Rg`A@pp75=9tcUcIYGAyHUOqh=MV^1-J*tId52TaQZJghmV<RjxUR*-gqWF(;-+
zGK<6<V($^GJBVm_nNU(;T{;kbyu(tU{H^DJPTw8d=u;!C_W}0qT-G5l=6Lf5G<!A5
zNDs=nf3Lmp)7)=;*1AbqJ6}964X{GWgywxfC=Ug}Gg~yg7yp5dZ@fFK(sw><;=6&@
zKC4(94=fnj_MiUvE^FqlRX7tJUzax{aK+~`$`i}cxpel8&cpCP!B-cKZy8y)P+O;s
z6fAAOE%JHQ`zK}Nq24x|_AMOMcChaGZW^!%zuhDk1Eje*>xayq`!4PDS)U9z@M!-k
z`!PTh1yXwkahwY4iHFKG*iA6yYPbKT8(`F&-A_32m`!?CrZ^;sRhJ5OR^seA%pt1d
zJWNe^cMv|cshhkoa$>+JoKm?lR%02^P|9ch{PJ|C(c3SfYsL;@z!1(lv`C7+7&!Sn
z)u+<8+ajtw84jlbLpbXKr(J^j{v!!=q*y)W658U)WleM5#hC343@q{77|;5m*Q1Dn
z;2Hmeg#VnxucLL=e>pqxsmE}V9$t7@^PIt}g;pe_n<lX{UdoV;6exMI_r7QP;0~b8
zwdO<SS6R&yOt6Fsi_d@&rHhowIMH2*ndsu9w9Javk|R9_LUxc+AN;tPJ~XPIEcL<N
z`j*JN3+;k!WatzH=TNaGz5jl*s1IegLfGtO+lr1mGcGnpuEj<r6Iw4H*q5YOfNQRK
z-)}pAep%J1&2TN8^LNrcDLui3dPIR&sXJKV{f*}y!P!u{qBmzQIC!)rjQ=&OD|d}r
zaQ3kokB1W;1BSTJkkB1O5r{;@Y)GbLIW6E*q&~tZ=jtbhVXQmAPh8j!AlpwCQf#Fq
zS^ePT<ei&_CK9Fr1BM%@0&xt)3RBkqp+|(^$O<SRIKOtX|3BKk1H7uD`I~YRl0XPe
zKtPIwUZfX+Tp*!I?@~10B$tx|X`CcLh=nFaz=9&6fJhPPMT&s*j`SjM6#)SuC?Fz&
z)Nf|@?3{D&Zu0t%eDCwT`y9#K-_Fj?&hF06&cf3(z;tHt!^Kh^kBTH8CFk5mL!7fW
zT;D+3Z<hvlEki0Lo-zR+rIIiu8iA>^81+ER-j@v7g1sHvoRe&L^iUXjXB;GJIJef=
zr-Az6f!uAreWx05TN$W9jkBO3Zu=nSN?%MKwGLhro=T?zV19!%c1($eFoyvq-nNEJ
zLn-bASUs?msB?fR0}HM7niskcbvJZs<H9S%{Lmu8;y4Q$LLY$~uVozTxN=~H*1t{O
zu~kO2b!xv|`?kc{sY93rWKw$%xyjG=g_yM26^&b8htUdt$_kBNb%c8W{9;5Er?HN;
zRcG(mVqqo`dD*FLYM6R*+~t8zV+SWG1b@}B&~jFJcz<f~`cAFy>$&5)u6%=83Sz(*
z$EHL5G3YZZv`hJ~^t>9?%&FBM`C`%9zb9D?ug2k&j~(Kf>v1o3#UtZdo4I2voZQg_
zjU20|3b5oUz<(F(9!9^_4`8KOXeauP>r=Wfw4-dzPZs8RBf(-4pVWha#(zz3aj}Of
zb+n#Z)2Oh4udQj})V5wdHv6X>cz4xQGwW)zNF_)##<xsNw&zdiZqHA72X{Rl+t6uj
z<RmPsPcy7(%0sQ#3m$Om)th<xt+<A8_Wd0vu~vT+s&aMm$2-2;+sA3FVkCM_0N~-b
zAAkQ&+pTYbd?$y`P5mc*rPb6&NW+~Kwl3y3mf?1T_(+%4K>UelNGb7Fma!gr;8&&?
zur_Z03OJY?;MBq%Bza~%U1{|(irbjPre#LTd6wu2|0&RW3b>Mz;?g1qr@9g#(vwBE
zu{VNPp?$g{sbP&5U<4FilTf+b<9^UVrXJ%vLYdG|1uwBlf_Hx=6$n3twqa)fS<4RL
zZbGU+qM-`Hu!8&$*y@T(ggB}=9kZ+W>BEsXEVP!NoLs(q1#C0L2RdDtVz<Pf7U#UN
z-@#7A#-k%E5UL+Rj45ms8Xv$|V1-ui&7Q+97O(5nCf=(t=GQT>nG}_xK#ULg!YK=S
z!Y>1up1hpNXo&N~#^E!Wtk9ag`&ENcvx_;k1?}gbz1X7`$nGQF`&rNsc6sD?1J^Dz
zkvh7ew9(_!9u_Yi=F~<{`f=xmi=bViKk(1o)Jimj`4(bs;+Qz>*ja#fIUrzWztc6H
zT2;@0l&)cjX%1m)d`dKgxf(Gyb4+WnQlg?2cul+zCM7m8v!EeNmSZ+Qmn+OD8V2Km
zXmOykLTfPS<qoY<;PwZ1H@*b$TaX1uRx||P45xvujAa}B;+NVtsXq+@3;0Fpu7J7C
z7gM4k%ua~8nv3BAb{8_Md5W&s`OC<bPVMir{XZN(21RSb<OV>ZA<X`Wx!o7D$*dBk
zR~-bS{Q9JyYJTvc)m^Mgjw#U)=EpeE1aZ+O@NC1Zm$5KiC~(TL_SGx1W*@H(?Ak50
znuefp4l^dO(Po?TPMk|^aQTaN@bc4va?|^~{4QW}3u2p%4`1wi!}SuJHhdB=ds35I
z&7H<RE_rJfn=$gh{d>>1fv1i#dY^Y!8)KPvoC1xByjqKXhxTEmn=cG>YT?C7x4PPT
z6jVE&556pDs4488^G+stHq-Oz{`F3Q<J*1P#i{vyQOkH^^g?P%Ry2fp9QoYsi#fXf
z;jhY%=;zc<S3CA(>FoJ{DJ?T38p6y#%)K1bADX9Qp*2ZLJ`y=O7TzqL^h&EOU(E%~
zT}b0#f6j!4Ffmx%*v~P4&I_1WX!Ab1;cieq0Y*pk>TjR!n+ceEIA#_!gxLWwJ%tle
zA#75QW^W&}$J1T#4yVBk5nBY%Qi9SC3B&Bd-xq+$V|-5v5<I&hG#4^uJF@yQRnFWf
zeD9ip%NOG_6cRa;#7DY;8HNB8|C|X8VIo7u3?TGs0Cy=~3)2k!%fJoyAYxNAAPyT4
z5(mMksY&z@sTcp!Z>cW)tufQLE`A3Fq6PUWD<qpVYC_|@FeMtoYzT0kV75R`#v}Ix
z+_dQHK>)1Kik|OsKkkL5POVYs{7_Fs2dgDdP&!9g*BkiGG%MgalAg7yE&{i{2)z;w
z?;1?xwuRSs@qZlYl?YQ#)Vuw{rc7an(`?#*4ahwq_~Htjxtj}jIQG=>mIf=dGr4De
z(&%C+*eLVCX=+m#at8m0KGA!W0eUR73*Xnh^3RUG@VKk_LH5U*iTEML8gY!jCaj9N
z3K>I?4&xS1m{^#H{g(y#Wg`FEBG(Hd$5?2u70+mO<L&3*KC1a)9Offuczz(kLi;AV
ze1R3efprrff`Jk+_QU}O=6%$$&{~5JyhK2GCw&O=k1TTIC8&fI+KBa6_9YI16d>Y5
zkpFHY--UgN1zmci4?+GRBsnyhu?;*rTM{3F{D4KSpFz#SLi2pQ?blLGVf7_G1bJ)J
z6xMwXeF5;!3T^N4>Z$ch*LKo}ATJ4W6XfjJ8w>4scn<HwE8uh!AEX@^XJLGgg7?!q
z!(_(_?TcHvMr;`mlPPzGM#3ms!8*sbkroER%t8t2089&A6gvb9t=GNsb6)tqfm8eR
z%7<wadUdD$S#TiebAAZMiAm*efZ<BUk-@xj^MNC6M0)tx2f4~PHT|b6aqVk1r(cHS
zFAKqj8gf9g%LwuA_$ar5F#zmA3@o&M<tu&rcpCUZUrHIVsm({V=+~D~I_4-1#h%52
z5(;Qyc}CLd3A}iMFm6aQ5>t~f<kFfaU(CO+NYv%La2?nDAhT8$73gdDEwt$_R<jt}
z#62F@g@1;nnP;QBBX%(-*U>}B3e(@<=cEtf>QzAFt+3x~;BFYm|1Um>o$|<z)N08U
zWPHImHmvj{+>vI>giI{-Ll(Y7dOtlEvW$hs(@TK46CcDvZAkyXH<}Kk6iNgO%1=Tc
zi%bJk898R~4%-cR?ka`A8Sx>==i11vZiO1y|1|L-$RGVXa$^pc2fJsEh1O}+nprtc
zLh@4aLGp+JQp{qR059)Gx(0y8zzk>|s_{)a%z)wpQt<Qflm!ie<H<jJ3<DzA!1>2k
z{oG^E)R%W8T&fWtB=yzU(AB&ZmRtlG(Njh7SW$skS8`;s4%xBYcpcwB_o(GQlYUIT
z58n!G(SSnmvry63aDFTgJe`$`58?-p)rE(DE>0YCph4Qa{9~uOFLi)5FS<2e7zV~k
za=(a?ti5;s^-B?c!<@ot7Xiw^kA!J<t7bkoA-HUdy2>2z4!tYXYAk@?Xi@nqow^iV
z%BeXnM9f${YzWzuQ(%!y@{Hq%{w;8=wcodNbY%zZa-FLdb&48Pj>wy1pP1<AjW7x#
z`u_7#*Spt+Q;3Y6`L|5$7Ek2gTIB3{HFHC0{jQEl9Uls(nL#&xz4Q5rA<io1z$t{2
z3rDvFeb6|bQ@hcv`Be)M`W);KlbN-k;q2u&?bM@|XBYIYhYR|N)lQroO62#^e46Cf
zak9Wdo1Noi>E=gahj_OA^399$M_7B1WYnhsaCAVfbx2U+r=!D?6=WgkgOnEiJI4E5
zNfyB%F|aV*j&L+C&d5b?^+o}0X5<;na&1HLi{uaVA;|9{`Tw?sf;>02m@SeW2Fr4f
z1--0GAEdE(_HBIbK)aZ61v*ww0qxMLZ8+KOJq>(~+sF0a`0)%_Hj4f_g34o#P}Fdi
zC5?^|>F%*0uYv5C<d(0ID?5a|aVLE)>aSNqEb<ztnpjXUI^7qA##&)kWhl%F-Y?<d
zRbX)J(N!7D8tg?eFKY2i?3u=JqoB&t+2;mzYwtAXV%r`12QY^8x8PfA^mfPeTSdUb
z?RR%*j#Cp_S=xaouf}IgRz@oHv0fNu8}VgO=%HQDJL!XDWzjo~8Q2;u%-QjZ@Xuet
zct19)w!mR*%F4I#He)HshatJy(`ykO3yo*{E$TE~E6<Z?Kg5xfiD|VRYLH^Q1C8|*
z#s~t8<%L&oV!*g!s(G-k7qB`k%oldxUDeVJKAMrYKg5>^_I^aY{T@JIp<}g1+(^}~
zS2@(8+Qg2;US3obliV`iWEI7h(l`ln2gFe101MIyO{B)A7Bs^a1a@<4?qT>&74U8S
ziu;?kid(B&RYy+}4Ix|G2|wF*g5R`(*`DXxcnp}PhXh5%<u&EjvUz?xVap*>6^hNC
z_2j#_+ho4N{X5I$z!c;?)IZjR_D9L-!mjv8Hx6*IAHZs{pyvbVgPJlKF`0$5cPn3p
zLY5NoLEUQ2aQ0lQf{f@1|8vAYft@B#${WQBfCuTZHlo@IJ=lf(V_}|)+SYYK%Z8yj
zG6#XxyL`?cF5rjL5DT<fM~ghu<5zt&aN`N?>oyX5>oF;@k{Z!GB|a3Vjp9$#2$IbL
zo9wM2qFAsT0Ya}~B+(G&a>O*{ZMBfo+ZH(K#!-%$1r1@&22xM%775-dlz7xE#7v40
zMcc)nh=wp%A*MfIwt##T_L0e1wOJ$utVBbwYZ2A~usyv%#f2=g779>_hCnxPUQ-g|
z^=L0xiWC<g3Rv+cin$@!+Xx%L@=B=FQ)M$~K)2i%em3{T(4pN&{2T-eyz6aBU%C>3
zS7UMTgI-zgA09{^;52hrm2?`|_dv1_c1x_##Pv6A+xmzJx9=9PrpE_B%6El+Y|+O(
zN<8EVd>p~8f4q9NDL#Nx8HTi%4X0V*%;PPdr9J-+GZyh`tyz;BSJ<gts@~w<m!&Gw
z#PKK2Gkh;<v+pEzVVR629B~Ia;cz9Q9l-OwA4-C=x<ZvNPIhc-HN<j_*&A|j-#|z8
z+z_4WKdxBB{I4df8p0Lx08A^D>ph*Fzl76R>f4YRL7#rm?l<s}pZW5$DNA>bbQ;?^
zi8T@_Eza*fdc5lBTi+=*x)$>*Z+DJ-_Z0|#iMri9@XR-pEauC>vH%Y7VJ(DL4%mek
z&{?bhcx)rAfW$|-+{fZiL_<1jZHu{RGLq3eJ0>)Ivs5u~evBx+Cbqpc*jg^u!bOU?
zFa8nQ$we>G6TU@niXMNYtsT<9*=G`X-j*Kf>&}?~__7WOCxUsj_5{*ba=GruSp*C7
z)-bqQFOHeD`TdWZIgJ&Zgsn``0$VP@rT33^9@RDpf~z=*)jMR*dGH1#pf<PN?EHnP
z)}RKh8npfr94$-k1#N%hhV7`{TH~2Hk=gXjy$^7Ar0C->XH+_k&vZ&-gfv<_$Rwt~
z#y9|^Wg}lOfhI2M)2mCKSjY+Z4Q~jWXs|VOGgvEnHaYC#N5Pg3SsO}wFObg7Jv{Qg
z&R;>8hG9-jR?kW_)U$n1FAGv&Nfg{?1LefPXeNEMLE5$j%ldWd4sjTFUTNF+!o^8Y
zgK2-5iDI&qXs8Cv*lEVL>2IQo2MhC(25f_CXs@)c@+O4USF!INN;i#4g%@~g=m}-b
z+Zyb@^@QY_@p=Npd}jqkRa<LuKYczJ7glIv@S^Z@ut)ykc*9*M#@2-9NKO=?L}tt$
zXwx?iw2pdZguy~<9Jj7x2LlXMLbKVo&s42$_0s@s@gcsrvW$4@k&Ugt9|>p6&6_WK
zb@lVTe5A-EEzwX@(9>zmLtXK+O$=44tjzIMJ~&4RzP|2@tBX@qm=X<Pq7T&giec*5
ziLB7JjL7{oM}g{K((|?}75kSCm~)wqW<^7o24b?6pPzw`S{vPQYcCFLw3o{UJ{(f0
zwzVG_jP!ilZG4Qg85Z>JFMXKe=Oi#!<j`I%db{QMQ8}I3v?*6YKiR^wfU>o!1?guX
zDTn02F)+{O{-)(eH?P)%W^Lg^&zjACdb;l1#;y;-w9r7U|G8c-IgPEHBm!ZuFz@L=
zvOGS6{Q=%;PEre*pAAZ)@pv5Y8jqWM<x0<%HpQ@(#eUp7is>-TeF<El%+v3qW>*Wt
zX3cmFz+fuIKQls^h6Fwo1!%4;8JkQx+&>7>`aL^O91zqJG0l~wwW8$~6YhLo^|)TE
zc+%SRxovyIP;5CCbY0s_MEo1A-p?R8<G_4ol$mVWrd?>;Dxlt5u%$oF1$7Ixg4x%-
zdyJf=^ZXU2^&3)Sk9%Z$YXsc|QjdR2W{kX+c6?kO4>QN*an%M<q9Iug2U$UyGsv~p
z2Ho&p$b5}p+t4c(jS>wZe~rj_5E);RwJ)5xdoUY!rkO5(i@giNK>xUPo;B#(ea&7w
zH`u8)d4Bt#rf*Gv-W|(?YYPkr{_%}JyHw}_-p$YtI#iz;M<IAtc+i{I=hg{X3>Ing
z*;+k9et|0&{LI<7j=GG6rgv;sD&ZKc@A};d%lM*6DGD7Z0ya*^Li>8wl6&sq(U63F
zdP02Dx^I#XaX*uZ0Z%sQark1XrFnF-kME67h8ahh{~%*OYTK{S6z#<BoSoMWhPdO_
z8z1D$eY=&@*u`3CL!rkK_zg||z!8%g)@)osdV87@am~t>u;~DITUeY)G}OZf5tBLm
z{PY+YW2`V=@_E5YACTjd^SKL~f`vJ7Y#Ly$8+Cjyh831E6IRVw$WZik4j{oo3$1Gm
zUQr1aTjGN_vwVN{V;nkG<IhmzyP`k&N|0RF!W0M>#RX&@3v+vPFiaCy45(VmU+u?S
z)!bj*w%6I?Pom&Jv0GcbMb!*c(_D?9J3A8^!u$h;Y#KAj{hY(VLhF5Hk}<q8+<p?t
zKGKb2yeXkbgM~uK7cwOg`&40(wxGIWp*2bSeaFCYFad<Hq(V6@i*ye;Gv~EkSSuEk
z^^QEPxQbyacn9fC$5|Hi)N+g7uCii$n0~3Bp%V}JcA`W>n5%#XFn8jh-^(n~-cEcd
z%$@j?CO!!HAtL9ce32~B1iOLvh2&mPU`sTF-6IIFLm&}_3lc0Sx8eWIq`r#y@Qyvh
zZ<P?!c|dP`QTf@~?EY9mA+rKVlx(CZst`IzUUY?wBpQ;@8(2jkW4?o);O#@@zw&Y_
zNul-<4I#%Mau6YV`)mH2;A0UwFN21>F}@iy{u_22Vu#qUGZ9O69au?-U%&_dSqdiw
zE8so)jMZ@%ARCWh(e(^f{B7jcuXXD1;oi<insmg6LaW7}C`62OFE=bCJppYDNEPdb
z@H6{}q<L9<D1gPEyzbI7V_XP<3kYDPO_9c$q5_GAIJe@6{8$JPk0YX8_lX{hznF3u
z-y7mv4qJ$Mz@g>o)e3<h?nZ;$>)Xw#E?iSK622xV=hQYDUC00UsH!z7S@9u$?D&^Q
zq_e53Anb2NUifs=%f|l9&xs`(YKj%)VaJ?sDDF|sf^d}EY}?Hva~_R{rtl~a8>U1<
zm{u5u9g|N16(Gla(Pm%GZx#cXrf(<$rxGko=RE9DMD&yJ4OuBp=<MeDPxEecs!`i%
zI(~F^m6}BXeK+ml<;u+=sI70ecJ~|4h_)nH7xymc^agFSBGAZ7BR<GOkOd93*7E$A
z>#@A(E}#c)#l=Oq|KmHAle3I(p3aAf^%y(S#ZzhPsooOB@{fthS=efd6%b$-a@xbq
zuP^BY?$H<LeSM}`=|ozO**Z?5p{7`e;^tQRM_4eMOF?+->{8gF&{kUu0;ahM#y_(?
zw@gEreNp7*aqS6Qd0}Cmum38ZTY%^4js09aS<nz>Bx0KD#>W7caS>(3uT#OHYps=M
zlIAXKX?Yzidi%D7jv6Re;6=^?yO@XtrPQYna}Aks1paCm=<6V_Xycv%cf-DDY4wn`
zuQt7F%yY)Kt8g_grtY!YwHIO@(u2HOYehxQP0r%_FtH4@qI)?BoDFhMw!^BnC|bXK
zZ49?NCas%0$?d{O91EM$)rb#;<r9B0Q!j3?4nGY9FVH11IoS=lScX7eGN}U2S$0oN
zte8tbTg+v_Ten`!wF?3fj~$50^YYV@AT;S-6lMAl4gopZUWnZEPUolNi&>~pW_Sm_
zM!;fb%rFgz^jtr5b@Mmg%VWuS2GX<R4zp|VM_S`yN!z0*z`4!(!KcQae1f^A%oCJd
zs4iGo7ETxlaU_xx{Ul67c&EeJ0Dqaub|hl4X|I;sO1SM6Q*CGAQ|r)QD{V^oEW9&J
z`>9y9-5KvV=rF^omR=|N>$Bi%O_tjZGpsl{d$mF++J>X;(;Lsl<A7yck=b?S3)otE
zRWtN-$0{qPf+OEF`IbP0rPrpOS-bh%lzhUTbFTywh=|+MVt;Snpmf||s~?tPKbZF1
zg5(pomv6`P_+~*v#>I+$Gh2HITSD;wJLhzmw|{qWXzf1U+5_-s9wEb5B;YKJnA&CK
z+GWrba|`ZU?Zz-OPT~QXd=`U*P-ZX(q%h^#JZvW43hJ`=L%n|nd|vVdgaGF~Juj(Q
z&`{va+=4SrW)hTWsI@0if~I-4B0hwJfYg=Da~3p&X?Y0EXag2o#fK%F`z-$Io%xq`
zW702kTaTBvxdiD5CcRq!IX63YbQ<Qi-jX1lz=&%NVq5<rj@t_;K~4f0p<el|NSBT`
zJ6QT+g~ON+o?>&%#l|skOb$%$)@dMmPt9#NYc19-(@<;i#)c<PWMqsxj%B7|Zg4EL
zqJjN`oi}g8fs*-=ZeU;q_{J<7!?U46=#KahZt75|HIx0du?OZnK(SUQT;t)KNqoSu
zlsz`f_jCnbVoHv6#np^Ubj7gDR~N80EXd^32Q~CVY^a~?N|k1d|I>_e5m6oO-EMFH
z?0?%IUO~{H4zA&<8SuYBTT%Y@H*<NS`I92f&;#ok>B=o%<w3k1O;F~Uv*nMZ6`{~_
z625i7Zg&{bLP5+XV(oA9n@Ti<X$3XfG5PefH%xnbdhv?Ox73Hxz}NmZOo@gttsrR`
z6CM@eF`}5+(LAoT+Ah{QL_?VQFgn$YxU%R;R^o#quCkyZOe^Bm&L@Y0^M=YDfA05t
zSG)#f+EQOk8x3JrL_SShY7Jk7x|vJeENBR`Dq@;TU5f|B3@1erae3O3=nF$>Rm)+9
z3$roYTIXf(0R%U!TENjsg15g+C?^HeC<eSlLoKQSE%H3qfuJ*UE7EK#J`}ZxKhZfI
z)iN682F4b5dX_7?*W(<07xjY65#l4=SkEnT7Bqx87BQ>(Vrum|)@`%^mTTgJbjHFI
ze<B*f9EH*d=>jn#kRS*%M1}KQ4^}7rxAnAj%gBB=P#hA_t6Av=h6uu(V(l;_8sd2Z
z@*L2`fLtgB#%J4h7i1X3hoaNOpUg0@y_VK(Mqs}#M(Q*5aauR0{A@R;W?sEiKWKhu
zr?#v3+#dP9#B5>a6-?`Pl|(}#IE$)a9uJiP$>~^V)xIAzqDD|_NQcvL?uJD_;qKd9
ziCeic_z@e#r@p`W(6Jc<;fT$&uFLTB7Ypsc-kZ59_`yc@Grd>A{l7JJisPZ`co2n!
zwkJ>Z#K()_D)ifhGWPx0Z;-XbxsRN2CDqS4fF29&`5)IF4*adTlRku!W<^7-4GsoO
z(+Cv>{Wq|nODXh`ZeYwCDA7{f=VM`>)4+3B+zRdr6Gn(#p2xxrfPt_Z9$a?GQiq*P
z9lE&^G;i-9x6-!P+7wDA(NJRwKw~@saBeHFWE9I@$(JtC5O50w&ez@TGNNN!Kv<1W
z3L?ckAc0FX1a95u^RwOO`*nKto6b6rqT`3POIN*I8FNIN2_>w|D~_qRZ`G{{0Ui(X
zH0Zu3rU7kw@z$y_i}jcu06oD9ZQo1{c3E(llwY1~Xla&p-^`w&<L%*l$J}uM3ujlh
z|7Y!Im`t!Tnn=4T;Q@_sk169$*Vg@Wyh3NjR<NQ&KZEP{{is;tE~EDR%R{<M_^qu|
zY@_k12);EhSLg4<ud9GVV0W#-cbAoINQl<X++1a|{ZDJmYE=eeG{O$ob3NP-h-bN`
zT4t8dg|-6&u`%C;3Lk-d2_4q%7w`H`RG=*e#k!Yk7fsXiohMIA=;qWePnog(aPIe2
zqT%x-Jcj$$AN3<goS96$gOOUsIo>;#Xp(xp@5$dAQj`ps9(tkN50ixd*sw&?er2PX
z|D1yU4y}^micKBmG*HUWAJ%rTRMm3d<ev*J;{u!08@N^hiWL1wD-3R}!3AZSDN7tY
zc>ZUIjahYV($A5}mZspnWAmCH+f?wo#-&Ct+Wx`rt`PY0!j@0JY+|Uy!DB=mkkGux
zqI#Rl7*63+*a>Yg#-o>IiNF8aG3DAoe$p44ez>HK<x|**R)<}*p~Moqa-8^PV7Vv?
zF=W9g>~_4T)TFl(g2Br^_-TV$uTQu66s#*6<}RD*B+qvazMb@GGeZ|{D{nDx?TESm
z2cmHJQ@Jlf^aPhYa}juN?)g)|5Myh)2vEVemXSk*JIqf(EE-3dgCvZ3e)ISbc)OcL
zOFU;u-nuGhpYG`?Q}MpDVvI^OWO}UIUZ!%7!fx1lcv|I2L!meOH(GmU$^*;oz&e}n
zB_$fdT!9*L48t+}^s)}HJy=*7lG2MTZ*y@t9ue?uLRK_{X<fSV)AIp~`f}t`_-i!(
zhRYH+Rcl~*g>&IG1Rjf)aT;Zt593=z$Iyp}MZ>=u20FwSIIp`8Gy~()@zrCe@<sBL
zcI@QIg7jmg95VO9@h_Y{TFI#uYWa7qfy*#UuNjNRMlBXv(8)Xvw|owmQ*&)Uz9PB~
z88j=x&S49OJFuzV2f;TXw}^O2T7<5(gf<&k(5$TOo|?b*hNX|KdDXgq0qF;!;W}pC
z(Qb9V^Tj&{D?>iqdATb6xDEU>UQUE8LNt?8<1s`NQ5c>KMST>2GB;Ne7f|LnuC<U~
zHY~fe9HOzCTn{%US49Vm=^Aq3n6`}^SY~%GTzA!qY8{+nvB4to*r5Usjer0%ZOO=)
zzn*C9G)#v+3vgnt9{x}bJTbt9($N|@*3~C-<goJ>N>lsIg2%gGY}y4lGrjd}z=lE-
z%v%+w!n8Yj<a^)!4P)B89%ZeidGEraPr#5sTCvqgcgh-JTT7E65Fd(Vj`$NDm=Umb
zqu)=rZuFnJzGO+RwQxT4VT(p92Q0^UofS9=?MaX6#FoxQ%zP)MaZq8QExk1BT4X~A
z`&rO9cxl+`dWujoz5vSw5%%mhfxpwhi#AYEckEIuw8D=nOfP%35G*zH90y(=T9oF#
zDyStapv%q|w}+4wUmVj>TP=Dso*O&IbYSflhl#hr>0kzcvA$E&5T<o!(wqj^LV_-c
z&Z+Qr`sBiRdSlx7U8v1iP*-T;MR;N3Yaj_0<XbcSbslm9TO_o#<ukFz8oupNI+*_k
zZ09xX5-c>H)DDL4=T9F+?-|h*I5UIFvY?^XYPNA%-U0YnXcR%ezR+`iJ)hJ9%uL)2
z;Mx)AFJkCgO(72yUqC_ppSe$1fEEJ_^ZXE=e!6n__K+$iYLVmDLg7EAckryOL@0_C
z3yK7gHDm;~?;$FnpMkF%u|oT+>u+->?}Mmx@sV!4&6U)*T6;L(JDh|)Gl+%h&x0d9
zakeK`z!r+Ux-^HK#XKjm1@f4QG1#hrFAZcA(-UmXBgcLymEN@|+=CS##v{&d1WE}D
z^DGnmkisEJT2KO{<jK?Bog!ValiWE9TO`pC?r4D<p%3s5m;G<P<5`Fs0Q|PYH0)lE
z2(B$_#Kv<C4E{`ZTQ(YEcoPB#0dV)U_-D+sl}p4=kH*oPfupzV-?KJ$EbMY>51$l!
zzUFsts_ZhY&|dhfU)2g5gB2E)=fr^+i?kWv^)FM~P1^%2|K7gm(?Z7n0a3u;%x~B*
z=f&5_|6o1%#xEYh3VZs#H_Ar0i*XtSVC~~IM~Dku+PIB<4vk6rHOw?NeAUBNN&OG}
z6Lo7hpu~LtXX^7$Y*83iJ^(-V<^(IWn}t8W9=fiVQyZ8&@21gpqd^3w@AW<mvP@{G
z$9@v3&@(~zd16(HJyfWIL_@%(LqHWA-3RH<@_gb&1kGy(3rewTTz73IN5QZ}Lkw3$
z?0h!tXBoFv6~Ti|@Mj*@SJN&QDK756IYJu)wr~iuLvJj!OLYpbs_`|fJo%WafioOm
z4`o3^qP7wx*bfotEa<zBN>`h;<}R)~d}kGjhA_J!pDfvl-LEQ54(SG7vV}33#RNi_
zJrR@p1P!ZQAwN8Ad~h19s4tcHV*iu0AZx&7K|`3)h-t3mE$=4fT@&|Z(uKn>3mU>4
zfS4?b`hT?DJf8hGZLb5E9)E?Z@~H=whvGvq%EX_DhFH}RHctn5PRQ^HhgNizH1kL_
zgqwu8ft+2Kf4t^2x?>|g6da2`QN$7<e~!Whoxvp#u4Q?!iOAPru0*ecvQ|bKM^-e1
zxezfuu%3dYXqg7MlY~OMyT5slqw`{&^g&+9CJ;!jW1-!c8{Q;W;cy6qG(Y56$?Gjz
zRO!0`uS%OAX3UTN6;#Ly?RuZJ1twetFOK+-V}7{R0AGpt5Fz`R7S))_29Ygq>GqF{
z)?Bg@7NX)qB)YWnPCtL);6KSF!9yxO3`_|D8{jue0$*5|2~K)D=|iO8wC>ULkNI@^
zj-Q?2KQTW@s2NNJFz3h6SU3>^(OUU$w$yn1$MlM@@e&{DqB(5${RwBp%80wP$K7e8
zJP-;gK44G(67;YBF}D6wM$Yoq^5nJrp_&p-^TnDH*7mqT0ib8kjQHuNAx#D=w7L_@
z1k}Hl1Q($H?p?3t<uouMlQ|2P|GA0QbL!s9Ag-1D5A-M%1^KE!;w0A1q@1hwd~h`b
zp5oD~glw-gsk&3nKYMpn=j1<M1pf$6c39eJPyNc%!@5J}{czn?THL9wL@CBYp{+U=
zTF{Q9z>@zoge);z`|Te0c1yTs#H_t7mFMY@UIAV1w{U8Y)?8U1UK;!i=CM!?IE~P;
z(3Z99ANMp7TwgaUOg{GV;=XiC>d(SJf`xXkkNc}NPhc@~Gd`ll%VS;S&Up>w=<#<C
zOM*AYKxO9Q3J?qPl6NJicKhDMvr~H3wnUFVG0Nf!%+E%j&~SUhj$go4q=T*AtTbSA
zBM`k55=V<*ajq?fM=WlEu+S!++`WGLXW($1aH8G1jWfY#Da9>tV+G+<!r5R?70yNf
z-K;aS*L)8<`KQD29iW;P^Dfq2S4yOt9U@zXhrA3tZ1V?|;gM))jLg6>;@>?n6<#&=
zvXRte@u9Gh;!mbSe~q=Z9*&|0?ew;hbi4Ar`Id#kMoKiq>SUBa5S*1J@N9s<t`+`M
zCg+qd!jHfXl)L@#p#-TH`6P5U%(@*br4jc0IU;suQ@EUb_(l;|TI+I_{1;;F@RT>a
zJ)@|eN1?;%ga5|QJB%ER?hL7V+SZ9Ttc4P>oAy|kbH{@)?WU%UTmB%IRsB$`-q9{$
zK%%0TXfOZo-?V48>sthUjz1&H8wJlZx>8c%kyfv{t^I|vgL>D2H<QGNqTj@yh=%&@
zJk(;GLi1psFZmdNn69g<w!e@&7~L$=d@0co=3mHpp6-zFFG0Cq&E}dvlc!XQRGc)x
z{qPN^R%+bJqnn$(4ZKQk`$#m%>ohbE7{>1L!*B%ebSq>I#D`*pi9eZ|v6zi8hPnX;
zm#0v>glGfqd?ci};#wu(>lUibdp3l@s=%-~uPP!SxZ>GXfk#5P$1>cm_}&IC0=?9m
zH{a&U$y7u(8WKESP#56c+%8|v{~P#p?AlME@M4&+jgE#<=p^L#MjHF}LZTstLxEwV
z0u)}D{HZl?i(l*T&gbxIu1fnP8pPa(aF{mQQyecdM(D|KeJl#zdQD7dk>H9;OV)9i
zvr4fr!$`mbDUK=?(iVRr8m#CbR&)ppiFxklh5HG`_BK4QviTGh^AZhW9zi&^*LeU7
z4lh2%d7d_IW<d1=>u|3rZ44wD!bFvm`J|xQl#vx*XkOwY6`v9fVzQKz7^2}RghGa`
z1`CIPpdLtz>%}(LHwal49}2d`pNNL4P_xZ<De$i8^!asmmvUe%uw<De8o+!|GyLWL
zpak#^Z;Y#doF3Ib83tbs%y8|}+{yhh%XN%9rN0}JqbJu)N@JTCPf)vrq|_8}TKGJN
z%hv(fnT236W-NgY@#OCS(J84=cWX#r;v+c8r=$>^M1z8R3E^4a<iq}etCP=~_ukm?
z`8v9yW8pe!X5iVdzl?J{WcL&jM_L{9LGCy`HZjpVhLBqmTP`_;a3mTM4tp=FAYFA1
zho03E4ewAiu9LQa4n++T4b`BwX?)1<5!d4bReCGYAm&LNy&!aOo|(f<G19~Wi*f=f
zIF@J#9Zzy)12M1SgEv1Zcv|F#LuZsU(j*$hWGCW`;{vUcqcdlk&Z)$Qf@$$5uP{wk
zf!aLq3+NCpG%Pgtm43S*@u|$TM1xG9MH!^A`5zW8V&Is1{%ouot3u5-UrWM0f}d-Z
zTwZ4BA1YZ(G|09G*;ZqUYXPPQDno@S(IDneh#8ARF<%FG9wMQ(LgDy<IYj4)4@KXJ
zKM@Uqs}+uKHQ_K!1X3vaPNG4~pOIl^m_j<X4DX)xbd-%@&G6Y(6KS^R2Ojr;=dpO4
zF+!zp5)JbF3-ZhcNl?!ots5ysOuHxXp%Ah76U9>#v|1;)U4*-T+!vyJ^;x1p%uAW;
z8Nc5I$MyUHjNB>_NHmCf1u=0|3Fl?6wCnyXMZlodBG|cW_>+*l;MM!9_O4#35ApJu
zWY#1aVD~|tf4P82jZPUl0CMi)B7)s#laz)pDQ)rf3Kk?9l-O027>1;HigtvY7kbOI
z6nEzKRa#mp6iA|>YSj8JE}&@ZKd4ywgKsf1LXw_DgP6E9&ln7a=lNDW!+Z4ppKJ5%
zF0mfG^zZs<U{Z8K$}sFCym93z_KGXXmEcZx!=-{0_plV@eu47@R!@8=Br5(yG}wAf
z8<?>kTVEJeJ*zsng<EZVRY6|sOEjVmgS}r^1SI@Qm#iw0HZ_WdNHkQ5S~W<Onx|jh
zJ#6$7m1;;dh?#*}&Fny4#<;=|NXq~PzY+~$s|^8HQ<!e}df>i_Ux@}We?xxRQXyZP
zmUZgZuA^X>8Y(^%42wT`ZG9NHn&F3WC*D8y2V73%86^K!F)Yy_!#9v&W;Rg3?Yk-X
zm39*fekB^hR`bildVUnXy+2j_N;HUh%i=e@OXGTt75qxdso+<lA#63jygxkRC8s+o
zekB^jyiNQDwbZrx&yrmRt!9_H+Bz(jOtD0R?A{^$MRn-WTfwiSnhNnsG=#0@_uI&@
zKDGOwvmR4XOdS#pV%|l5bAeC96Vg44<z03s434i}k`_60uc_x_NGMi#f9oHPeushQ
zl8hx9<oO=*jF(hA`P#ap4EIolkVP;e#hfXGEYT3STF8`om>+;Bby%W7%x_@p!-5dy
zjo?8~&N@dH)P=`QKizTY&TYJ>AqhdELCk+p2myXLyLN{iRh&EP^$KShG7X3ig*?Qc
zh=%G>cOYH9zdd~Tx>r9htKwav0n7&t|J^Dg4xBg|B+M8T4}Rh}Tuto4MoUXR{yI8j
zSdN(RY17%CmQnE`(I6iU{yiTlu`d08uyOEY=&<k-5ao5Haa`QC+7(o6NHoYsqkqpv
zEYtV@!3e*C4`+~Ty9Hb>)TXqG5s3yFY5eaQF;XGXh%4cLaI$4_{vszXKp;R=qdM2u
z*28l&NxLPQ|05@Gz%)otj{P5;G#XR2e)=5foFab=3Ju($>>P;(IjQyUWHJO^Edx(D
zDyiB>MHZc}FLz`<0fJ9g&;SEQZPfV%Sn#KvZ7z0t0fbLQzXN71AoMyPkZ1^#C2um5
zDaOGJU|>P7rfDLdr}uq>^7NogYElgN_xPJKF?zJuqcRLC6FjP)z3L$iX8t}1%w)eF
z?oeyyAk1+ksf<K}nDtOZbD;2`do~&p;j}W0XLZ?+fpgb#%hUk_+(wVY#O`pF&^r={
z_wjJylOGQKAsr=1G{pM`#(NJv-kq45BJ<9FXgit86x>Eb;Mm!o!Yxu$V&QmCk7h5E
zW>!ab8&D7%kcU45s5-3pOziFOV0i{iU0#aH+h?O8-f>Ih$&10y=C;erWk^TGe9-)&
z61qe~*s~eWrowpPW_!uQbcJ1vGeZ`bLBPTccJfNXR2Tl;OAg#cWTO$hW}sWkliy5f
zsS<^>iBPDBL?hsJyq*LHoJp>s2`YI=d?~;s8Uk-;fvY(GZ^C8*mMn?zqG$u_T#8?C
zdaTNlNHoasT3oIr;D8B<PBjb|F!-7+S`<(aj0)oKdQq^b_((U(!J-s8GYcBRXQAJ(
zz@>37O!E1Q4+W<96Qv{~%w@<k8z`y{q~Gz8hRIMQ>m<<#Y`r&jU=eQvl4<zn1`)ow
zK~)KloUzeRB?GXM{E=N;D0EdDB<GBx4H6B(Pr$yD1|`oF52x(B@mGQ6H9+V!C?y)g
z9EU9Di|pvqm7|8Nn)pyKEdFHrDn4Uj8B7Tq!ibmGyOX}_dUQ(MgD^8VteZ-)B^qQn
z6l^X}d9S0Q!krt$$HKfO^jnzrboMuIG;0S3Qj2mMDL|!{1DB|H>@y2`!pB+CF!8O7
z1KjMuEiv(tZfM}Q10iQYLzwCT9(-zaqun#^hH1ggpVa8T>SdK2BpSqoXxJP^4{X;~
zC_oO@O<>79rW^Hv8u-kDhA^4qDu3%lSdk`ZUG(TdaXyF7+(2#<VXxa%!$YDWczh1m
z6Bv=2)E3?d#}HK8T97+ry!_tM=$2>*xesWDCs$;+7o?<@|5kTVz8Mdp@PxF8f-n(R
zbV@h&II#DsKm;yQ1fv39q9K;mV}nP!!)5RI@Unm2jv1xW35f<V*Q0HSL^0&$9Vf4j
zq}ffuuS7%G7?S4+X4s${GJ3Y9%{ae+oQL#GNJ6E{0zVsTJBE+fkUV~o-BS{u(S;j^
zdKe}wd0WH%mf#rTAxd?i57+q`WQm64jBoow;<wg@E8b`DDaN)mL?jx4tLH&O9~jv)
zVStP*4J?IbNHl~z4Uq#PRrZ1_g-7ftlykO3L%>P69tZ-KnO68ngHLI2Rwq6bJc~aO
zjeyQ%lgkr=!b24o8>Z;1>$_B=Poe?L2jzTs*^!ud3F4DE=eVuD0R1X*|1;Z-g~=F9
z-eQKvc`FqobuNJY;d7^h+j=!UwusRu;(TCkhwGqTVxjrZt>o?&4t{p=k!}p(^Hvr#
zglX|$H`VR-)*4mLAJSc|is%)8qi(QDN)ioXZa^EwZULF|>pfV^7+7dL|1t!O`|s(w
zZTk2^fN9RJS<nc~jP58a6BD0;HQ0NwBfc1Xv3Xm6=*`;GR#aSU!_0z4U>d(;e{sx=
zV~CIMK$)4XpzQ}Q{QMidV{h@vo{3V^2+WMvY<ya2yvkK<`sl+#Dn7HI5tv496zWJY
zpD_2aIRy*Kz@_Og^z2w5^=TO1=s@}FIYCc6{sUa`dR&^<8j%n1y^zFU_uo&82L2Kz
zevt=%;YdkKa(mH}!RJ3*k5Boq8Wy1i%L_M6;GH_i&<{b{_G>@n#us@Ns3mL?FBsVd
z5&)+rbx!CGvHb(sO%>ZRfmdqt5GY2yL_;;;Zdoj#ty|Rb+9LlY4|6&-@quHIwWJcZ
zq#y(pgQo~aG=x`2W4x%B7<f7Zi1H90@Z)?SG5s_u(3iMFvd6p9RW|V<nA2-AGaBz2
z<d#~^!?PgK13$-v<5TFHd)V>pO=`9!uva3{Qzciil7f&`6dE-kGC47NkQ-X$9r;R!
zrQc0#F}PrrN-SjulgCrk1V0w`@6{;j7gXO3tS>J-Gwh0s<iE395<UxlAErHy@BHDJ
zo8ak%b}``<0);lla!VD8y@mxP10Z^;=QaxCU8J|)nWPhe;3HqX-8etA1n^l)P!7gu
zUwoQ9>qNUhSn_*CrzvLrTkJ~)Zx=IPEUgr);gxLT!{D)RJpK?f3bBx0Yf|ngI4NSI
zPQn6uq%Ri|4Yd--t}&dq(vk{i1LhFEX~N5P5~f5$m^iwPbYDz9h8A0{Tm_~?BQTBU
zaoqTG?NT>iBmq$jUuwRf5wPrXo*2GX^C_dC_@Lp7Bgz=%D_%jSi4VeGjp`i$x(YFV
zDR{Mng|%a$d5W&s`O8SSiqyK_%M(ZcvDfFN!I#LbjKAhi<w!lTCU>^FW4f_`d;7cP
zEWV2s=F|^q#0q_M_oexz-$JeX6m@<Y6c6fpLBrbE^jZH8cuPLyJlwo|qyB!Lz3dtd
z)6%olURM;`j-k_td5-A8ZTd(zCin_cx)kcgcOBxJU#US6U^SL-BHMLFr>K`yEQ#|A
zTo5ZSKB$|}3W>39H8Zl|x@*fDKrTX&E)mDNCB|CB4l_d*7g=;s7U0CpR3^jj%#gP0
z?4|6|-cO<I5)A?4++&RJ9hc$}U2Xp1hL7vD8^>%jS{r=@j=4PMB;{qDrQc8;I8z&M
z`PLy$PPCZ8^Un-<XC$m~-tp~wiAG>%a>hCBxsy5jIzY#VO&s$5uIN<Nno*)b%uP6k
zkD-tYM0R(_!33OWbaW*p!5+~|*nA3FE~d!kD$j&OLlrDSm0Api7bZ7w2dtDPiVl=$
z2oo2sFx8@p3&z{UCwV`J&28Npaj@|3^NFBX^zu-6@^f%eg;xV;J`*2`28cg-J>$*b
zdm((m$S#R-aTso|tU+>CDr%5ugoyOEZ16<F#kI)PWb_B^LbHd3d4vd|ZX!}R-Pj2H
zfMRDsBY-p6-qEti)BL$9mF8pGE$M7dqCw2fP%}@MQvrDM5-}}jTfF+_Kiy}%s=}0L
z5OXVH9tAj05!m7Cc$bXb`RWZX7eNMGuS$f6UK1Y*DT_Z54OPMpMuP2ic%w`Gqd=Ev
z2)!=a5b0=F@)qEv%$ocNyI5MWO7w)!ZawjRt)2@O?X1u)KWvsSAmAgXHtJ%|pwF62
z1F^sDyVT}`%XZ&HNF5(o1&2js0>pAca(#!M6LGQ7PUmTR{Z1ahO}UZx+Pi>Dd{}(j
zSD5s)0AFfiOih0fh?o7PIJOt_?<*2@nZ0?+L=lIglSCoj$uswGr`W2J(Iel+=geH&
zSPuW<ZU6W3&vR;zr;d5hVd-+840~lVe*_uZk16)7=1W-A{8Ff?0l55#gj-N>XZ+z<
zkQo+Q!dq>^-z+*D-Y_;lu&=kHdZz)eo}dA`J1!;x+*!#`*W*6$Gc2@RC-R4W60JGu
zL;Q+m3S-T5=ufHxITqU4N+Y6T_Qyd+So4Ee!*hR+&~Lud@)|vog;VIaL__Gzry3Li
z5dw-UnOw!Pao5YI|LvP1ig?&E<+JMZSKkAb8s)3n5)HA7ZVL}%S0M>$L?|R7(GWD-
zF-r!J^0nqmeOxItOnIwDqCrfiA?#c~PlWEmncb_`B#WcqRiYtWHpKnh!=l})2{#)Z
z#<*pJAdsO(rnsWK_~i?MY<MOZ@;BIR`BD?~VUaNkVQ_E=E)X9IVTeBw4GDv-ZkV01
z>lt4S9S+kv|57}`UGoa)*-YPMo<u{K13)E>x6~^pFCnD*>aHXx!bEdne97&bWhW+g
zUO#vA<<U;9bgADv=G%|&6whUR+H8qLLztE^@zbB8F~LH+d-u&l#@YE!ttY;zS8^L*
zaz3-7A<R7JoLIp4w7I6}zKvMZEBZ*HA<UsT7tHs?l%_=mrbI)S=yHa<011#D&u2lw
z`vA80;zNNe{zNo{t2P9jkE;+fU*LFP@4qpZv9!99Xb^KJP8BS9#cue5LB;T~pae;@
zN5-iI=`-HO`RMt`NK9yhSum25!NHW60H<|u#|FZt>`$^$z9sHtFTf^sR_js_xUq~&
zeGVWRSeTcUz}>d6@}KX_4aRrD_8?~t_UBA!s3q*6RWg%2CD>nK+8_V;fB#moK`QA;
zG>D1kkeRG!d6qnI9M=gtH=^qPFIAWl4Px#?iR1kvcpg0!U4UMej4xLYg=ykLp&a5*
zL_@GF`{q}md0v>@kU&=NpPsHex3TMk%(rJY8p33`H5d9~^1%eJN((Ec;8UUzn0gtM
z!PmZ+q$-B~W#EQ;n7TwdW0PnEW+vSvl9p+CpBq|i^e@UYU5N%U4<L)7*#D9`QI>!s
z9ZvmnzjZrR*Gn{j`Jj~VNmWu}vOWxss$%hwid~cpV1p_dpH9+m!P<%yTE`B>qVBeV
z9KW-xp08Wz%NA^zxdO)zOO<>BrvgV-^w=UFdOQAx(5MCH!aIV8V07%V*yR4uB6Re4
zVM;WFsg@FdZahO=tX5ugm1q$2AWFV4n$N<K@KQufVtgl9zlzJ}UYbolX7QoW81W~s
z$aJhjXJ@BHB73;wlM)S=kp>t3-Qk#4$9s#$H9Q;M4OYnxs0lLLcvYg>W=a-c(G-bB
zh)c%<NKcXONr{Q@-i%jWUh?7_>=WW)juR?NAkk1IPq30ggdU;86E|S)z3=Et0a}W7
zNHn5~Oa>f1u%ZpGdH-xYrc#w=H;D!@52Grv<(;1#G$Adv6`V>mgo<f`A#EmTCaTS|
zM(>W>ssi01r5G$o)fI4M@LKLk)>5J&_VG~#c&&PvJ6dL4`jtX35)C2aV!{)M8=%aP
zvk^yv9huP+tg$D!n_I*5F=?5hXICQV5CD&xI00?#N=^w+O!8K4sn!1%$>?=)>3SaR
zsvk?m#0u@3)Q!!$y$@;dzAn`$-^9N$e|ugagar?#Ys!R%q^-8SAKt7z_sK4}`aN}C
zzo2<*4Ap><Xb|%#R@n-BFi*?Abx`rV><7*0;zQAX@h9`@`$6VHVYq5u`R@NpnAYga
zwQY(#RqkOW8szmj^2+=V0Ui2wY#}kr4L=w=@u6T={E27?Sj{X2wRD~ETk+ogmCQ;s
zh<Os3-35Iw&d{uNwunA4FDBzldMAL|%Z)|HJtF8BRud(BR};y2u$;n@<XGIxXQmKA
zDCR`s4A<fwM>0Gx?A70Na>*kZZn4NtpQgwaz-g$UrwUf!mi1%b6(2QAd?>m|{K+f*
zDdPcGyB>eOMDSvp57TT!J|V1L0bq?Cd|$%kh=tiXHiu@qu@h<R%~#GA3^NE>&DT9G
zImI2XU^v@L3?>Jwv+XVhit6e7=Gu9U+9(q;Ni^7Br%+YZn6x%%@Imati5m*2?21H#
zn2m8E{WY#1O5&z5ISDTF!>#_r)MUsaIYc)S6EJn0S0|DymcN|_x2hL$9Q{oPfPI2?
z)GmC9p6W#xj3=LnB!Q>^Z==Sw#qQq`72z3=>?4-wsUq}uctY?6)=2Q~!oC>dRlLJH
zq~F3TyuMl_(GWhqP7eESo5XP2JwVs^DX*9K$f?S={p-Q1NHs|`q9%5_B`g(F1uQ7W
z!AuGX7su^gYwYoDiHM0HdcwyeaF1V{dl*}5=SDeWp}jqJ<o%#hK~Ak`NaMW+(%xVj
z9aJ9uUF^ib$dtrE?gV`}Mnh%sE2?J;))Ru+{JeTZuLA$h3hn-&-jfgfS=FiCI)3rZ
zR)rwxs_6YxtT8CbaEl8Z_A2>nlg~M|25%ipyH>P<(>TOiZ*djloVcLv76@AiOIY5e
zZ$cR-0Jp$#z)n@nqX&zeUgjuxss4)VON%l`32S;^V8r+p*93mHMpx_9_q98n;Z|aB
zO)bZU{O?$dA42*+Ko`A)B+-+Qu%X5=WZ#ZIH1hoP6+b~9({4tyZS5x1g|RL*QKBJC
z>@MT5FXp6uc_S8&hK#uU^^qjNJnkztiH0yg158i>%?+70dEz%qdOYnZaO+swb5q6n
zQvvyeFS0~K$SaUrGn=}F>HPTBWeZoq17SwX(<yht(^Z%f4PjcnV3%r_qa&N|m{`TB
zy>>dyUAfU*tJi9y@yI*CNQ{q!<t-ku+x1QQ9o2)sGk)-u^vVR+sI89jPOV(}=7*Oy
zLp{b`UwKG0gxMM~526Oyc~75}_H&&MpwQP!O*@!x2;L1o<%=oN2ux!!POD3x@G?{U
zbRs{jRIhjVZAAUHfGO=_BpQKfn+fcE&MbD&5t{=tWEWfz6|mqWwtW(JgkQknhlRPA
zfLEiId~mG&4}Zdg7)@bBg2<U~9Sdzn(Jr}Nxgdpg(Mb#D4Sn}ZYe2HQQh}_i@aWh}
zNF&n2$3Dmf7s?l|+FbOnpRqxbkR%#v5X#&W63L+1sU74&^u`xy(Y5OxAI=<nG}KZc
z<jOeh+aVG?)pZT)@`u|}EFG!dc52QXtkAyCw{6LL&+T<;KiBPFvwD?W&4v8*o1Xv;
z7Fw^8-5y340GcIH@2<NSnya}iKc0sgx}pAoh<@jfy<y1@gH4TAOciX^wwyVx@bpeA
zz{yoG$IyEEQ>$gjso`NQ%Zi>__8QVJ^HsIke?7mX@`fj2T5_x8<;LooDpiwc2=fZ^
zyxbR)G6RZ5yh42?8o~_5MKQ(>c?}6Z|8EqLFI!bk8i|H5%Od7VUrc^jcRWmMlJ@(K
zf#Z}eV2MUxX0jOM;{(jW>RJ(<B9CAgfaH~tXb|%Wj=~LCROFKyoC@V&36Hf2n@$~`
zm;hIBKKrxW*CjTW0L)d`76;FVjD#``VY2IBt9{$fABcMj!ED_(JvZ!JZB@TZG=#Yv
zb!i0@UVS8vnanr=%)uy`Er~{8>i)3$Fjo3vicJ~0^%a;Bjlj&Lk9g`gI8AA6e4OXZ
z<36fBl4uY!2eODy@Ik6oaF0U51|Fptid}_;YC|N6K)E4e(CB;RYj{8ApkswLv`?<{
z<-5Ye0t<Kch?q7q!s;q?;$=cZ?5;z013H04?t$_0_RSFA$l5MOD`YFt5by*X`}_=7
zUxH>53+>B$dkW+zwZv(j;jRK^b3&`Ur|kpt$2Q237tG{<NxLh&RRETW*zFFR8B6R`
zA$RlV0H(n^3qxC1UB%2KlM!q48eeth!xWxM7Dpk9rbsl@lu-cZDS&%0_Ye#V=SkJP
zW-y-G=DK*44?>zveb8f=fL+P_u+OWZ(vPUdNL*W)!n2m$H@+@=ck*m_lVM@KrFS-j
z!Zc~Fj`b_ZVbFlM)a2Mm$P(f5swO4r!LIfrD>}81Z<kLm_;XFMrq+MNUj-zmMkTon
zh-R}dowQPC+XoJ<0Z&nMY*s4aSY7%}KIjVL9GW0IIgd7mY5%)-#y$S0U{$L>+}QlQ
zY%{^aYG7-puZBmeSfQ;bG4)FQZLOVJnK2{Y415k;L(n4DkIXq=fc*}#^Tx$QCV+}!
zJWdurCh@VWMOSg|^V1*ah03tdu1qSneeHgDjihCh4s&Wuf^&IMSq*5ECt!e{5EJQ&
zi-SrIK?7N#h5Yo>o!;ev!(T64dd-=?2MVGY4CRc~P<VnPlXVD@bVm-+Ap>(2N5&o;
z>NlWf%SFjAX_UhsG8@K@F@xEHT#pt%)YG9aSfQP}^GKifGQ1?crsCjLkGH<-tfCGJ
zX1irGbUPYC9{E*|<eD+~h^9S8S;tK9tk7y)Z&d!)_F7J@Sq*2>)Jn~%pEABh#sh%~
zFSQnrR%(@!T30UE6i@A>;VRKkH=tOJ4Bib)i?NZ~i~`B+P7MinYCB^(FT9u|l0~Mo
zKEDm5oCmvZ>Gk*5bIyaO{9YOHS>JU(v~e2O5YnM{1J&aD(NoDoTlN^+0D|4;R*Q2D
z?(P&^Vo&hy@ZUDfKlm}M?PrJP8b0>9?$mPj^r|N$8ArF5SH;@X@U%W)VPCDZ<Ki0!
z+Jh7>GZt(+ONoZ0z#b)B%Ox9%QpUo}(+9bIC!DPavQ<v7+&g2V5tw>$=uvo$EhXOD
z{Uc2s3Nt6s5GX!r>hW*uj`NM?l$<LHSc!&ULjhJ^SaLQXkeI*4jJY>6nF(z)gjoYI
z*ZInnPeypXW%Hq9GX_3VVM;WF*#MiLrxp63V!RztoY!o`V4+s)?D^aEzPxhp<(4pd
z9aYhOiH3OXjP1ueK3)?x(es6%a=|Lm5N035+~A8zp5!brB^tuS{1V1SUrchLi61K3
zF3}LCftZ_oF?qY-z*#7k0#l+POnigM_|6xTco0HUU`jNEiHRzV&Aym?l>uSm;)e=M
ziH0y?2?aU|&xXXMvMsb_PyU;Z&PH5+T(tURSd!Lv3U(zLVs{~mV2iH^_+i&~VOsH`
zQ%1d(yP&mTwVET*5GM122DBQMWJu;uV&wnC>^3HY7O-m961;}he}iSAOIv+qARNrv
zPsOV3&UnY6l7U1+GB}2E-R6raG~Zn0DpSEoG=z!IBOBX&F@=_zF?AbNCRL&#Om_Wm
zhc70VCzxr$Os3srqan=aaY5<8=oYU|;`2{70tA_ju8N?3ow|2(d%w%eyC54$J{W3a
zKs8F?O2NLZ;;r^N6w74hv(ZrVort;9SERx~(IKTmq!JBb;ugg?&-t`gJ@hW-=<#U}
zix<z&mdj0G?V?YE)v>2&BxFs4_e9_r1()Y3iHZ%51VL54j#cjRZ3bzQ2zF64L!u$f
zc*NZ8i%GkGe*Bh0HPR#+!W@N|dwelTl&==O-SYe><>E!6A<W5$xz`s{%!L}yfU6AT
zlV}KYCSvaM#Uu;DhnzC|jYLD3c)iTn?~5tAhK`mMeI(HkCb}Dp1DRs>zB0)eUiqQQ
z$`GcYA<T=2`MobD*Aqy9R6F(2cbz`Kgw4`0lV}LDAix<1eKAQ^qH`6P5)EO#2yh-p
z4|npjT(rN0j2`l3loX}Bv-*`iVamo!G{mSAF%SD<(yBzXP|<jahA?{~=8<QMIS4V2
z`eF)Q*MtvQ!KXw+e2zfOW4@STrpjs>lxPSOGvpY@eKCa?vvMy>G=#}=R^;gnTQ!LG
z^qOCI+p_7l)6sM6$qf%OcwtJrJB3Uo8sZf<Kc3tX`Va+XHX_g1+=>fpPeALq#6)-*
z?O6ij1melvBF0;&Qse$l0zl*B$=y9wbpa<EfqhH>sH4zPKJQ8Wx5Wi!0P*DRk~s7k
zcGNk*G)_R_g(=PA3VBL2q)=B8^Q12(A1ts~<JMVuqgtXN%-aCx$=xZ@+c@)n&#sc*
z<Ct#mo8SMfj~+A3E<Pzx{u`hE4rqIkR+js#MGAjwP_@Rk2mQ!Xsx(kYz#&*kA?9Df
z7@z+iRg}Ui^6_n~J0_DoLU#GD#KGY~6$74M%mh5U8<55TZk+PfXl}}FyCB6Vk!VQZ
z5s3MNFD6YX)@@B`T_n*EW?vLSfpC5T0=p$Q9EJNlJ^bHPk;SGKi*Or|R4L|P)RW!b
zOvQ!-U<G<Ys<)c|w+S>2f&E$<Zr30$i}&Be@)q_bnrAOeVd%2jNlP@;mtzp~j4vkV
z6ZBXpmO|$w8p520m}j3YCSJKUJieIRih@&CFr(m8q7i&%a`MYh(jj=MVA!p4P3tQ|
zz$F^QY=B!3mNq+Ik}H{=_2Iiq&{>!;ffeSg1Rh^&^AHF=7dS`Df`-8BLi;@h8Mx0O
zr1h3KWv3D!>4sT@l}lArPFxt3_+g$ETP^9oaUX?mj~f-bK}te=vKz+*IG@&h0)nst
z^C{=C_#if|JkIp&miRCVa9R1XiQfJjYv<hC!;@LDj$pSb0$4myV$?vW+rnMcr&pIe
zvG5l5%saCdmD_|F{LS`fK|_sWPksO7tBHJ{@k5yQU`(4KIm#4Mc^D)b!u%9FHXr0~
zV$+Hl8r2e=aad^dXcG@R#z1#m`g>^&-x}`^)5NuPW2w5sU{fHr(FU$}y!up(BiiE_
zcQ}bc<ib5`-1SAFAt$zinJJH*mw$XKA{4O(G#p?Ayx66coS3YP0=^`q$ifC1g?veP
zqhS&ea7K|#NrZqz*Xa+im-s0?Hz=WavM2JtP;aCgg}CnGpZV#ZL_?T4z>+|`CPa_G
z!~{pmcF!U8GZzo!Vlz#TjT8GQmFTIK7tmgLpa6W!<Hr+M!S&qclhf~%tXP$K{0al_
z`eG<Nffxb7!;kIfv(m4q7Uruw?OV&XRoW5vK!_E%`=+sBz%&TP6Rohgvg1qigx?ce
zQ6J5hT}t%Ikht=jZWIsnQ67ngF#p6p#XXA`CeQ2!SH-V5+g0qaxv*-8OEiRe4fyo<
zho?pRW~Y{nv0@IBXb846aOv@XB@t4bcwfF0ikj8bDA5pXb$~U-U|^?Rs$w8!b#5im
z5GE$lHl!dk8hqkI(R}eIvn@PVJG1g^G*y5h<;5pW&mS*&_0d-=qoAjx06U2W`9#k)
z&s)15Er1^nw!?@!(>6fHOdbyY9Mf1v|0nir-bl=W83_+mL#}2A&x3mbf5+eaxgiqW
z=fOx0_A_?5B8dMimH#RNtH*-gqS1IN^($cpM)v@)HPKJIz2K|DThD}P=X2COzrFJ#
zc3q4ZGD@Mk``H-b#tmLS=6W9lLNPIsPafPW(U4GBHjWoKro|?iFy2F$#L>jef`%{`
zpza1JqtXL573(xU5#rqseLZ{d*l`e*4q{_5{TRz`ob-*nkm#wBPaRN62n*{;g@E1Y
zIC$m&-8z=VyVd#57w;S_?$lg0#!vB_dKUyE#kWW_g#R;Y^?B?Z`$!SX5v{?{zqa<D
zh%XyT8!U;2Fx_Cz#GGRB>0Gs_Q`8`M*Qv@&lQ-6$4whNwQ=%bEmdW{|FQ0sZhM2gd
z*a`uw|G}qjB|aq@!h8-4gePw=40}p6S`G7=sklyL!)<~}obeQu(wtW<863XY_lD~w
z$ha&%FnkN?^%6J=3nrz;#X+7}NUaeAdr}>P#cVw-enh{fmOMmNgdL~(L%7k7!QE!d
zyn0rwG)#kl*MlU9Ni?D!{W+Xjq*gtCcjwSNF9bp|Eb~LO%0TTk%J7-Xl7b*3dcqGu
z{9k-~S*-VHy|3U|q9M!*IPd2Rht%M3tMwUov(AEeB!SGX_1%qG)geSJ=eP6PC8t7Q
zl-bP&+6<$#uRtVvVx9*zU~jTpa+VCmz_g7}Y1B(J1dAI5PaZh@lyE~sB8uw2JPy;u
zhhmh9KM@V#Vzxj}P*fab=H$_Yc0=XA@$(KN2gB7Vo_o8O$^b|-1dVBGJbptB2&aUI
zNZe1eLUY!eUaj(~E>10GN`nW@di5k(>v);g6UcsnDbyg^E{k7LJ@_l52Ae5t^y{bQ
z{-s0&Bs$$Pzjog?J)^B!u*pVM-yS`2soNik)nFIic);0@xBXgOOq=>q9OuD|DL8D7
zkH?FG4t)}UutGCZ`@MBEKg9U$y4hsx-nUzeFhCwDh~a`-Qp)-C{RL{naNBfgLv$||
z&dF@ZUa-5Kd`$3>o!P;*m-*=P<jsC7d*p!>@~_mbl(w}R3m;@Z^q{2jB)Eq%IoYNA
zAZMQ$FQ0Ab)P|qwIc022OX#!etgSZLNHio%G-^h9CQF+cqgdYAZ(V6I{5`x&Evc?V
zLzt~lfO%m!z|}tXs)E;Kcsekx)2=wURL>(ii>k0C8p6iKxF>I%+cm_kz-~M&X?yep
z2xSx>3ckgkh=#CVL+pIfv5AmpB+`|fmJsd5IKP$uXP72FaK*qn=MDU!V?ZkWz&;rW
zI{E?Cgg-DE_)4AU0D>EqQyyx?UhrVVk|cGBhA>fWjhB2e^%kSQ?zOR~Q@h=(L%%}3
zl%cf}4PoM)F!6YTW!U&$;ihmg-Gm8h9}IS{wo5dGiI;z5OrBB-9x4(a3QX}Qq9M%2
zh?xt9h*yU_{VsCTz#hGvTELy)CN01Fgjoa@91WrZOU3P<y~m_qPz~L1!E_m_@tUe>
z*Th3Rlu2788p3=7jX{3CK8NL_D-JKu+RgETlHUc5xnI($y-@tUcLzO%J*-iS4Q<;{
zm1qe5Lxe9x@iUkN3=+;K;U>=NOOek>6J}jeg+xPDV2F<K*f*r7<NnI;zLX0>sdsN^
zI_c?cCEF4WVWNpNYWwQ(&&#SG>oWi>>Wy!Tct-cdEAtI~MIq4;W_6qae)a7=zQ2JP
zAY@l;zAAT{0H(Cil4t~GCcfSF`<9Nb>;MZs?u=jM)#(~wN*hCo1~J)TBMaia=F6vu
zFfe0bj;I!d5)EN8CtrpyrchX|_@B|0ifwsb)pm)7Fs}og@tZFu-)?LR)4qAFb+7Vo
z{G;Miq9M%R5%Y#GCWViPJ%XZ-BpSl(jN6Bzm=-AxZY4v|rQ5)VDxP6}8rE&g(f$_^
z)pSdR)1G)m-l1%7SFn<d8ECWe_k?vO*a~;18GN#_8)9w1T_z+=a>LVzdWs^04|fLI
zVg(f)A<>AA$e4%B7lu4AuqJ3>XsMV|;#v1XDAXZmgd>N;#<-Njod;J}4M>Rw`Nr!v
z{3ShU^Kjzfp3}4Y!1YS;Ayxv0wXe2MD}s#Z37<XDp3eogKW#W<5ca*XTyNl(SHgxA
zbDEpy?!dgXB9LeZ98Zdjo4zATJnx{j-m_*zi2%$;DOo*<Mqp;FKuk#>F?EmCuDuYR
z{}H+BaW};Thz&Ga`dVs<Uf>(Q!DM3m?mMGIRs8(BLQ`NB^J>X}gm&L_0-h!7FVPU@
zb2t&^?UtCBqS|hY>%rDjQ?fiH8iAehn^GR)6vceM364{QLWP4Uxcux2BGD86HNf{2
zVy~WcPm7OAj8ip%^jCZ+x>Wqh^eUWY&OFvd>T$!z^5rn?liHUG{T|awHEtvtWScFp
z_9NT)))BvXhVM1o?w;}Fn{bipt8tIsZ#oFKEWA6jq9JTtycvy9rT9XI-)H+N@8GV-
zW7{~jr<-O}Z}$%@_KZrtYFBSmojURJ!M`PFj0(Oa#%ounet7|0bxlSeoftatU8hmg
zmqeVuX&al}J2|IxSEuo!FA3eP=J^gHoJNE%3BRvb(5WRi?>{<V6rfy3t+#81$mFA~
z?0=v~sVKOTc9W6VQl#)(Yml>Il=IP}dl%ki8%DbSXWU`~iPN)<X_M>W#^kDDPA!kK
zXq)%q;hhX2dFz^+L_?CtJKmnWc#Bu1g|yHW9||oLe<D8-Vc!BfW&Gi5tY~WIPXFDi
zC51#om}<@Dm%op}gI-hf*WR%7F<?qdG>HZ<9|Sdp6j5v?5yqYk^*9W$DWKVp`haf$
z3+>y1*H-4+l;)%lv5m=!2KjZOQe$>E*|_o-4E_o;UohatgzY;m*OpyvBznUC8v8G>
za}q31V5{MMn#0HPnk=tNNHm13mNZ}Rc<eXjBuPs&h}j-SOC}3!>KXBoRqqKJ#0)^;
zs`)Gzw(`=}=6{4~txpBjTs1jaW$Ppw#0&yVeToA|MPwTzF*T`2DqPd`+9L7=?@<vy
za8#wi5{<ylgx``^E3EZjP}-@T9CM>m^qa9NekB^j3`Q9^u&4}kBJhb`M*i%zShH&z
z-`Lo<QQtCvX-0KqK|`2G;|XRylgJ@1Lw7M>sP#*+dZ%M21-e8-=;~hU^J_rL$ck|8
zRjbj@!;Zgz9820I(I6&sVY9QsR?ObmZv3CxQF46Aug<{@^OMo*wkABWPKB(*DE15i
z5<THR#yvqn+7l>a*rbz8g~gO;s0Q417#l$OpdTa9d|+YT_=Q6|?&rD>`ew#pWI;oi
zpQ9C?<SUhp(^t0n^Q%ctO?*JUDXiBn3GpYQAx!ofEMGF(B;C1Vqs0^cI_%V1yp?om
zQ`%+dy>P78jw#U)CWf;Ze=<J#7zxF;i)b4yDXML!iU}0}Q(D?eGy+o}i(}z0Urb>_
zG@goDd9g>LAxwPW*7(~Ov)SS<A0N30_U7nc@ul(|EvMpBq9M$5?01a$^|CYk%oS`c
zPgaJ>*`>BiG=#Z>>5?xdACZunhCj*}pu&`B2(vA~84r9hDKsjJbT<+WVPf}q3WdkQ
zv+Ve28tsO?M8Ovs*~kiwhCycm#Q7uKQK_05p3j2W*a<WEmtf#{Lb^lXb99OtpGy?(
z?urjZPl`VgjgU|#Ge*j&kN&(_9<t81bsbv&S7~L&Nr?tA3!(z!;F5RN+&u&dY{vBI
zz3Hc-n6E&xzY+~%E<t6(S;*txDK$RIXCcBD1lb6<Ww0#I&@!k%p%IWm|J0+FXBYIo
zteS+m*4Su>Rc2^051kh#Uv?e|qxXmu-6YWnOr6CkuJpy^o3!;J+EjTDR-z%yir81H
zd@;E^4~Pc?e^9kuq7j(<Rj~@t|BAMshb8p)CpOIeq^zpzdE0F?h>2ld2D|vhCmEaZ
z=Bl#O%7Ci~Xp?9Nvp0H;&1at3G8zl>VN`hLndi8`$<REh$b!ZjQ|AT@m(B(j<}<)x
z6e+HBkv(%txy;{{N``Ci?ihGkiUDPUMzymiY^4Xp6t?YET*}!4@+2C<WQ&--eCfvq
zHJdiMR3RI)I2wZ|2C&t3Oo>Kd>gbRXn-)b3CtusH1j(D2S<nbf1A`@uM_lq2pR~~{
z8rVPBc~f~GR-zG@Y{Yr|dSH@Lg)VQ+GN&7%iVs4q1g-ZJW~gA(-LCj{;Nf)PODpzZ
z9ckmFuoV&w)e&x!uyt~C>Th?M5(gp4=&PPPt?zB_&6cVxj1q@|CqS8wRr(QC(gQ0w
z;$Q>a%4c)%WazN)5)cp|KGKa}(5K*F>27$=8}TQiA<W^3$scC3(H}mtbL*B#l_4^7
z)xo$gQ(p(;G0PWIq9M$Qh-toPYzadoX4QHHZaTCr{zZ1w$An?=VBaH4^n}ljVDR>n
zR|oRwQwY9(I@Xz%zhqw3N=Tw1OpI$ao<|Rm{pgKH)j?j=M*+P*?^_TO>Vkn}5onlv
z!Z^rfVzp7CC;ab`o@HIOKN7@^`o=JgFHg6thM+`4m^%Q|lOKHriQt{?fD0CQ_{3(f
z`A^{nhxkzFwD=Rz5d0Bj`H8QX`P{Y_oQ?srCpEc+Nvx$stVBbY7ZLLjSK)?eud&en
z9{A(Loqs`0z~I~MUma4aFJPLMC<_|G41%#FKjSD_Si-cdl|)0B=a5g+hi=hR$WFmy
zvq!cG>IZyE0mTvxVfMl?Ul>jhjCgjA439XnP!UWqWU0{1yoEmMk^!ODbzU2Ps*J0+
zHB2;YXAMYD2}3&zda4g?jM2werEmAI^4#o;a9+U^d0|dNDKW7`Lzos1el~M)U~TVH
zBcmV-beA7qf6%cQz9cG{3yFp>XQ5mIxh(|C4AQWS+rE#I^Yj|t5+a5wm2DXOc{f0Q
zjk{^HpdsW_*o!&1wpqQ%^J>F3Y|HE(b2jZS0+^BpOEdyAlZAH9IWI*;w1G3_v*pve
zH|UC~nWcrcM1z=*fxApF#nlRJLYIDL|LTP&OA@9;gP1LFU|DIh?b;QwwcqY>Z$rp^
zvwe?lJo<ew(=KMv`l7b5G}(6TlIR6KOEhR)L<4BY_utcV+w}2(&mVVc3_P2Yk)^Q`
z4PpL>Yl=(0n0(f)2j}%O1F9cb_ZnbIN!KJA!nD#9+WAZw_(I-ocPlxy%@v>C9Cj1k
zbCF!HEIuU~foZT4v)sOV#cvrv(BH@BiVle?TLmyBy^?4Mlj*0liWkc$t<i^<zn-$b
z4q!?;AkiQui!sGFu?#<7KDn$;hG`<aPQj-{LzsC`VFP?I$vv9In38A+GYB#B`eM?P
z1npNgn)%NuWfC`uMquh}5fYp!CO;v{qv|8V6f}f65A6v$AG~H+T6gdMa^L);J2C67
z)bA1vVY0Vf3i@Jlm*Oe7on}r43QUQHFhj843;SY{3yeqkDq}w+8p6aYJdj&kcuOJO
zK&p=$ov$Ra5!`^fs)r-b&-wDq7xS=#Z-1fepx$*Zs&>W_jo>*GySlXR@viv?fK%k@
z@OS<0<qlJgDTxL#!_lsWVj+!F;VIL~%wM>#+>2LLm=X<QwnjL7pxNV)Zh7rqHmdkF
z4@@e3z8N!Uem}gE&<ZHMHhmHef#Us3BgS|6R`0W%@OW_yWR6{&I&MQdm;j7Wq_J-#
zB^tu)2L0p7k7ve|ULDi8{-HruUo5oLfKq|=&Wv%=N4oJITd`zCL-1&OJ;mWgzvx(7
z1(;DPMo;#>M9t$hAky<muxH5!<KBjLNUv8*G*r<*oM@WC`VIy%b9G>$RVja>b%~LX
zZ*}Xr8>e1;yvoANf`%|LUyLU&OP~wqD{*+0Tz}sYl!F!8+lL#)2HoG|)NW4e+$&%2
zLx62Q+qyDOo*X(B+Rsnpy3F}&i&Oh!**w3UMRq%laa?v*;`n!8+c5gA3kxB0?e~#;
zHvGBRX{7mz_nhIpy{yl8rzSp#!wT4HX;GVdnfr89e+b<8FlgEIeuE$xt}IE3hA?lT
zM)<>f3%<#W(q=yXsamHTa8afBc~|J}t^nHv1#VX~iH2aOqcB4{x!_7vYE+ya?ZQ2d
zm(?X7oA^*zNbx7Sra}1XQM{nikheb%fh!nOD*l{vcD-xBvozaEG>F+2#~QoK6&$H2
zWB2PZkr1T?DsW)R_#CXzDnD#lzV3@5&FKRog_uP2m-~*%!3u5L(>cz!F9bKI4-=fZ
za6GvZ>cZj6hm9OLSfRbMuFT7wO73#f2l3Jot#v_*mpE5~mg2(fBbIN6?|$GKIzNqu
zOQef<OV~9U@kCG-^i&%&3%1(eF=+Gp@{2fQVqxAEgony_xaKvm<OBJND+?N`!3m2(
zV=X9!mk#h%N;VF}S%3Az8OPj`w?sa%&@R@VwxZ(VUto2_BFG?NmXON(NMk;nlm$KU
z{56bBPcHXhFB>!AM7wnxXM&f%$C+M_`xP$5JPI{{6TKadPUgyV*ldzSPw?zcn|~zi
zA|oTAiVdiOSZMUZx_H!4G4klhQf$?skvE}zI^KHqIN%0j42)FkWdT|brgmFY{-eD&
z!hrsLtP#UZJ;82xhBYCk2lyZ2*lnu_{1X;*NtBYr5&xJE-1rR42Mm%Ee+TDah2|MQ
zxb2$dXPxwc;@=5KI-`G=Te}NKa^=vm&>FXDWBe1c9<GR(A63lJh|)LWxrSNho5%Y@
zSfKb2<m`@B0w=db$q&`QF(E!ooz=r%hB1hRHmmj1q(^r*IOzlUMfK8I$R=x_LvP*=
zCP*x_@mnhnIvGCSNgskdH)>0f$Y^*tu}fM?Y+^!>#15GB+yz<44VIS?3vK7F;ZH*H
z!nvgQfZxA@)u9e?aXQ$`1FX=l)yuo4$$WSbLVO7F&%yF|0?Y*VctOre3?W6*Ez13%
zne<v7@Kyt!R~h62%irIK84#yO^-qdR)%1kq{>k86g@28A$HV)k_&D$LsM`g3--XA5
zEU?g8t=TcdQ3NJ4@d3=GLl@|H3Wsm2#3v5HWc18fV<EqqAbwFBe~||rU`zq^>TuP9
z723w$Gt16dwH6M>&5tT(B~#!hMiTFFR8=2+6(htL%t@@&9Ku&ePCH;?3Ia3-N`u{U
zcj#pSofVp=)TFl(f+3<!d>B1I8qh2YkslSp1x)b)h|DGogyG@I-Ku3TAn%Sc#6k<&
z*Ky}pV_?P>A3)w3O-LCiz>@-r;F2+z8h&Ioj1P2M0#lH~r^xj*C?1rTjzl8yu1pHN
zh?`s!?#iY{yYW!OVwr;3#Ru?U!If<q?*<)?DO(BFijaYRK-o$$aG2_qi#`zb01K_`
zPxli#jes#BK8)RbrC@O{1Va)cGqM^*6qKCeGE$O<>M5~c3i06$uKwI?{Uscrm<QWj
zgkTmG0}C@zDr^Umx~wWY`ul&-v<(ND==D*jUW_zfzS9#h#c6V4su7LXn&6!&xSz+D
zC3X!Zcd9s4Ax8IM=LEIGyMj7AfZ%=lz~|z_;=ayd)jmg}A!xRL<};aXEm5WK>#tY%
z%fGpHv2g4BaU;q$7pBy}Xj>zl562-P`E%%4Xj{9KtTnIhNvHPl7vV=r1>A57S%spS
zU}0sn;3*DHhZ)HX#WqCABPCML7|Cn^F>}prc1G26uW8|{omwFCAn#MGbASBdjcTi}
zE_G^qE6#qkL&056u}iU*BO<8-W!C_OW`?&Kvjvfnu9z5@86A2Wwh#;L?kj!9HtGeF
z%f?RSYfPQ?hf|pId$@tYLc3V>mo~q>{-slU&(ZzR(go|BMjL22sQx#oFj!F3j<)xB
z_0;;M3p$N<oWzoo=zMef+l@Mf(<^(!)Z+lN9uJJwI0i-v3vFHNMO6|;egkJX$2%Rm
z;=kW%Byy|M3v0zfEAzbnIO8!4dcJFAZ+Ea6yC%~s+kVWU2h5Dj!3yoxiqiL%t$X6s
zt^|FuVfNah%?%eHS{ARQR-EZS!i)*LZi|Haw8)uzO+6n!#O92~=CB*n!I6X9X}C$#
z3|CSth>9KXW1&$*UYQEp9!x0WaGF14Z%}xG@JBFpMC!QMux4G#mcWBda^kPh!0M^k
zv-x0ZNsJrf?!pqU*-acpT!^F|Vu0`i&{%AipKba4O}Y7nm;b)asXhPu#fncxA7{?c
zN@zT;qfGNeCJc@=AO)g*$u0ec>L`x_nd-ngZ0ol=T@SkgUV-~z;sXa^HLRl<u*2!?
z>pek6^n{OUZA|8EuvEHAY`X@*BQAi$HCNkxpP#-DTb4<z``DP~1AF-P4kP@L=AETY
z27dxH#;1(LHal>$1rZ2*RGnj?=WLZ+3|eFq=gqP-f|3!5Q$WS;OQNBsw8wt*YXeVF
zdgs;@b1tnK6{r#oq2jXzaEBnGbq764#^!3Cjff*=Q{oXjC=xa{@T3art9;C6cYHw~
zv!7wS8l-^3aBR?UOMH^6j2bb5S7heHU}x0UUW11-K>86rRiTGDj`w61Gz86#S$_b0
zFXqKq(Hv86->O@)KVZ)0m=?Pd4Pjb)B0si$;(Mq&BTo$eEi|W7t2aL6_xmr^Vgrk<
zQky{a+y&v_aVxuUS`lkmZRhwin?9RX8V5Whcfjl-$Sun+_AKW0<iE)rg$IDRgPGyC
znWG4(!oIizuPVPg?@#9FDM~$%{V)!mM~A+;fIq@Q<1g}Ff*7jZ)0|T$6lC%Htarb{
z#&D}*z=-~Tv|R^yRmJibNGM4l^ri?%vw#g0o?tE|G^I%>D(E#Nm&27LH=ZOw;HfC~
zj$N=|7YibaC>AXERP18CHWWos1QbC<)c^c;&(1mL&gMQ}^zZk1az5^y-_Fj??#|B6
z&eHK#(CdRDbSlHV%yX~T0!>510#y-?w}3vVVcProL!NW$*25dWQ-MYjE@nZ)nCbwz
zXC6EYs|ye3xGQ?!v+##kBF>jzSIxb8{uhKP95j5$sQR1>ckb!9i{^V(m4G*I(Twl<
zxBr4*p8x!b1(%Kbf@f;9tZHLN8w;ei@7}R)(<xgjSnLl%>}nRE>}+&v5y{<Oa<Zc(
za!d2hYhLPxuar@I6itW8mg8e&;;M~r+yD`y%Noc*6dXxQ3tt`8vAlQ0d4J&<lYaVQ
zEPsCkzHdVbAB*D}U@Yac2tfFz;rYvMIid7~c64;({<|kdPddVHdUfe*9s$vWGKXrR
z9?q0DrTLrY*NgDWyaT*}U?N#ui1*M-JDO3_e8lZmO$w822-i&&t+J@3253AyoF}Ts
zUi4d^1rdIsX=Qib|F%e@%$jN++O3#cR*6*_Zk40%b6QoRGRAAqbcHgfrz=iz-&m!(
zJ1+hh)?auySAVqloY^N|9^sdH?t@x~_Fxf@hqLsfGj6_bJkgjJ_blCG3P{3w&7&_6
zARRI<TsCg1a2IE&rg-YlrhCQlaE=(zV8ik=C`!D(v;F6b+kH;jJy#bypa=O|@o=Ii
zt=>BRa#Gy`dzGI3c#k(D?isq+u25Y(JjWrenv7jfN~o5o&p}o#wUMcpoqQWyM!XGb
zkB75s?u|_vokOPXz|n8tI_D@dC(qMdMBv23!|Bj}bauV|PtcWBpYBhS`BM>Z^%Fl3
zD0n!>P0e4I+2Nsxb9+`Ya_^Im_<HC&88YL8;bg$W*>FSq6|dBxQb!-|w%+x~Q-0;s
z(6B(EtL_6}Gc&O0Y_@INes$MUPKY&gyAQ28rvqV%MiMlPiA0R@0t~%#L-B{^#WJj!
zpO}U*ccV{bN6V`ZFYz2DneH5#0n~%940O(3^8FXXhwV@NR_WGFL&Mnc#<;Vz41D_6
z$FI2YoVO{D$CkHZ^YU5_BTUbSnTCcj)!m|AtfH^jXI$C8WWU}Nk6~_uhJmQ27u3&P
zsd-LA&-h)zvxo0bmb`K{DIw>%k7~>`G>q9Tfa&)Nwg=dAY%tT%Fea`C_B>sqVsps1
zUoydri<$9E3~_ikpMAS+O3``uM4YLYI|ClgdWMCaj)n_a3C2C=?gn&cJRE(haT6H;
z-f<!b8-7f+w9vu}&i#U(@t*{~u=e>xk9nErF4DsGU6AG{$GkA+0}xEZNjRI6dR?d<
zekf4PyjXgQ`H5*5_;mm`DxlFhhEv@k(?a-#EXab!AZwGh8woIksV`S<Ntv5oc<IW2
zU3&{Po!CbaG{F1-Q)x>Ktu3Mn+-N|K#OQRoiE$cv8WAU@LjUk^I6}v~V6MgYu1Xx;
zkj~>4sZFDdbRU^Q)kp4=y2JZQ-0b~%{nuZ!InOcs!4}~N8pd2pa*<ob`kFgRJp1Rr
zPW$wZCf4*5f(Do$qH?O!3W4hk-jtQ{yPUy?T-g&zp@hH%4Pox?m})Z2DJ_{AjbbZ0
z8ih@uWFgAasunr`Aj%Uos6!jnK`mCqW)9~bGcOido1Zv&En|)#;ABqz*wI7h6vb3T
zWJn_gGZt_`!{8s$NKDz}DX+tv0y>pRSrJ0u+Hq2gdp49b7K8Jq`H50}Z@sMm?Z&Ld
zaTZm8N`l;C1i2gw-J%)Q<8do!1yVbNDxqs1T*S&HhM-{yJ&Bc9)5&h4%*js_ncNYf
z0{&hlka{H9Vq}@xTBXB9=-rfu?jNnhXjrjL$0YK}jvZ7|l9;Vhc!Vk;Bv7Ls1tiH*
zx(Wrf9h0Eo8FB$@@A3ajLBk;}It5-iEKya4JS6{MC03&nxrAL%RgPN%YZ6jubP%i6
znmZeANli8zSyojM<C`J=*&5t|5^_CVQnTVei@!00@Ea9WmsJ+du_M=3HZ5sJNw)Sl
z4{A|rF@LYKeT2=y9Qao&Xp2vbcYm)Fya?$u_3ALFsEC&Csod)V<{E2fu5C9&&~PtP
z8!e3|AqGQv2vX7io@`nu<(WuniZD!!pl$EeT+TwZYaAm2YQWsvCtRMq&pP?Bio!dF
zr=8#p4Pox?Y@6VV6Qxt>e>djTJjLsX#n4$VF~tiS)Z!yd@o=Eacnz~xnC?O@L1QrE
z!@Y@8PcLNOIW-uwbU4Ad2rZ&FKQRp#pd82<7<59zrQZE`HP10G7EtpO(=h1!$}mA+
zDux?)bYb|2hTz5mE@&8h0mMw5HEe!c6dbuJLmp^B!<h3izBimeew>kI(-R>{)Y{O2
zPQ<STaD$;Gat&g(3cbUCuh{y#pkan#NhTW&!R3>*`5(TpS!k$5yn=?2Rl==S<J<%W
zDT;9$N%{HQD!r@-x@WbIq88`Vlw5G9MzS&6G#FMwQrFqPDRYx~vDCr*#57!o!5D7o
zu0eGNi5gt+;HxtD#RAH^nC68+9|ULv$_89R4-AAESa7vI2WS}gDd6S|$saUf5T!X2
zF@IWVYjORylJm;|-*<ehuy|})Np%6tVA_h;7dTn_rY^1);bp40Y%Ci5{r>Ql(ckMy
z?bUk37~1HnA%)TMr6bDbrN%Z0&~O_}0(kwQB$~=<3+(#__I+C~)g=aK81@XnHYBrA
zhH}<=!c=lTAHdCM<wv)D>9IwY@b?twJ(Q5`4P0VS{Cir`Q2BgJQ-<WN7rP&tn_51!
z$y?AEdDpOT*PBGNGxuFV@22Gs-~^kP)ddY<?(SBT9Z^cY0!qP5LEEq;kRl4LTud7X
zDYu*Ija#~g)x21=()`3UsLq$<m2odb8#EqTT3%UgMXz-$D0FoRK{lmrEO+5{Qi{KX
zhDjF>FY6p~f$To!z3ZkRzlb-VrlDcZG2BWokZw4-sps1x&R;qBHbf?gh7dHsR3{Tv
zW(K<R6C-4J!mG6$6z;p2qO+(k4X&cuG$lq!k6E=ylcb<koEEyN9$CigAdax5RqJl5
zO6Y`DOA`zP2-PZ3ky@b+#bGSw#iD`cC(n?3QUyW)KCVIxoBFcRnKDBK=oo|0#a?3J
zD`-rk#>c=?%rZm4sDco*nS%f4`C9Rw0CWq8CNxH-lp*G2i+lu)VZVj}C*EP==%!V)
z#WVTCxBr;d%zD^H&=6+L0}i^smOTcXwbZ+kS^mF;geDr(QXxTu3T?xX18CWCSpa%J
z1(~%)#}zcd{FK^2r;qDKz#%?4vDf`i9^AO`yEx1uFa-@TKLe%;cl?u#8^X*7&v-cF
zH(s46>G^Y>^W*ZJ5B2C?tYR<}J>uSzS^A&~t&qcEqT(|y2A{b<Y7e<zOx8OM`aZpw
zq9^Bm{`$EKPu9h#?JI2axT`=PjC?WiMNa+$Yp?tAqfHdMvAa*|+(K801cHm>6$!98
z)%%OYy=ZxaLnoW~)xf_~QU0!$NtNNewol(%R}L>$yQWG4Dzk`a1?|YE`S$c4&(6Ad
z?`gJH5Ht|ahMHS8w)aWL)UBqR>4ihOzj5DooLv<yD`*IF_hElcCdE~>M?#YT1ac1q
z(lFoqmym*K3v0D;s92NM2pUxFXLJO+xOh6qzN6!eQzF}J9YN3l^9zV;0+`L2hG`~R
zIXA9Xntt2q4}&iCrS;r8WCOS}U}1RLE1Fz<#^t4}!-hPk-SIE}Fyu}gQWDLhF#|OJ
zL-UZz##}eyqInPyNt*}-WBVO>=walOvgRMDg^zzv%}vBHZ`#Pf%}k<tf(F$)<gaO;
zZa7pfo7yy4Z(=2`W9W)82oIjC_{B2*YVj^N$rttIjenp{*8wwoSbR>bc<l7)6|wNX
zrB>H_jY{83brW-~pn*Cl>|@XvjYm-gcgX}AH|8ejW)sPIQ2!*lRoN7}l7JXrOkykN
zz!O`(mF3j6DVv}H$4c+jne)2T1Bg$*pYZ)(1)qNKd*x`1S-bU+n}&ul(U;ucKp({9
zOVQr^?5LHSp9bbnshEO>G3^~qw?xvkR??=4f(Dp7p$Y2v%dS*DjZ!<OHC)~$ekD?Z
z?nvcR&@iT*Pkr{AQZt$tOOG)>F%2-kta%RL0K%J&Sl_ncNu{=S7c{`!1k481<jICA
zG_g2=?&V+pX0i3ZqEBcNOhd!KYRj%kG+v5LoM@>$&&~R6LT<6cu6TM*En4ZO3KfVQ
zn%~7oTwXOob39*VA$30&59iODA3o*ikvnNO+<W0do(7Gg&rk<7^l1$aDmE{Mr&j~y
z*erDMaM*8dUYH%F`w5~6^?R*@>w@j?iPRs}1Px=V4aBVIsKU9``LT+k@ZyFgV_qx+
zmifsWFqf#+hZ4Cjjm&^Fx<q<@^`AUC1+BfKzfrgH*zFAw;Nb`wW*5!q(h23T2zU`@
zyqbuSQ9Sq}3tDu7-r#R8p*bL#J(>=26<g8;u#s$DEb=fvaU7n(cKdL12X9u^^a1x1
z%fmmpBxo2@8OGVF`7Hc$J<W@SU-Of9Q0)%C{e1PzRGO*P^PI;&dF6CBg94>b&Un9j
zR9(lYd$6y<f`<7;LcL@YC12htwP<r-m&wAi*5&{W!>c_1Vsk;LD2v$dA%cc69k86O
zMl&99Zq6Vz#Di1u^9y6Ap<(PBNF@jx*$EiiKh>z4eU<TE(v^MQ$PxdZB%W-eTRd73
zpF>~IidE3@?GifENP}A%3{&>z=V0@6qzB30&sk-{<NOoW?)AEP)6g*HQgok|(SrD#
z(Xq<HafOvLX!VW__wcx)8?Y9(z3S8V!fBEnRZ29H!ozIdq*@rIz>XtdU9v+Bf{m(`
zn?+p%ffF^VYk<axD}F}W(v%q<Doyv*+SU!HN0S|Es++50Y(nMfb_#I*Kh^F(D6dn^
z<yDlECopWo{=EX>TTgbWvB1Q%M5Ss$n=;n6lIV$U<J1Ys%tPsR2L+8$3zd98dU5()
z`|PxRhtQ$iH&*m}pxeRLg`c1y%-tPQS4L4fC|g<O(jk1TgJuVe9KVl?y-Q4~ZK$3B
zr&&f|+z|ArjiOgMCK^VE#R^eoNWa8fY0)o1!@z3r?xqJYe;_x<JiS9OJ8WjVpaJGL
zXvusGiUN}pEWEq@g4ksP+t|!uK?BThfobPco8)v(KmUS*oNbq!XTuaUgt`0R)aDGk
zo=Q@~A?;PtJ?&nzy1`mhtg{6Ts`M<Zn6((^8x&PXXVdw~P?L&z6ndk+@x>4{#RNUd
z*aETDfjL-6lWz#0cfN-$8+gNaA0qdzSVIdM#{48;g5ge37Z1;`N9R=I2jo86;}S}6
zK|F(p_{*4|GpnlN#eHa2eGSTi2j8UbJb7;Ms&j8@8*#rQaw36X)Wc5@sa?g}lwGAj
zRfOYEGGs#)6Haza_KN;Ef=<?}a&cBj2@wyz>V#iRCF7$N{fyWg!uJo^jsE<`l9LZ5
zucvuIC6(6`=l9$tdKsFAp7Ftt+c9;><Dh-rqPUSlWN8vK2GiXDBP(O##F6<Sp@?;>
zrL_f(0adN%?yDK~+b-Gq!RNm?i_)2Vy6-vj|J?}b`~{=zVKS9*I|C*oAkP<G*!5@Y
zMg-#~&Uik5L09FfRf?<HNQ@!wS*?Efx*P4tHJn?o$B}c#+4{SnK~;{S){ggw%ss<a
zWy!+BIllD|gFic)ri3-|iFfT7K$p|XJV<(ArexJRK)VhfcJo!qES5P$*}Y9`gTDgN
zd0FU~*tRC0&FS@iVT6=NF?J)?)#^$nFEIxRN!{azhtr{J{;y}Zrragka%st*ok(>t
zD`ns9qnq+2vo?GMrzF)W>eIOT!7iX1heWEg?d7N@P+W~AdNL7}VXZQI&`Gq8b8{)(
z1U;OL3tqjewDFS>ez6=t-hO1_#+I8XM~ZooN}`9yxn>BRo9C|1P)g!gNZ2z{vaD+6
z#Yna%mb%R_Ok}vD30OTiJvhG@^2<P8o$5>yv!~ldE3)54ygy)G+-{m=EstelkT!*u
z!W7Rmhv<EE5sS(Lyj(p+XqZghBpLDUr_#w8Je*dqzq~24_gN8sp%T<_efTHbPcRDv
zTVBYOJBl*ko9dR22NGAr&%U|aUh3iO)v3p*wy)6{I`d-bHL`8RK~qsjcfM{czhl)X
zw+^V4Isiy%S7y<fIXs-KvrGQScyb{nN%3CX*}6TI7XuH6_Z`iP(YZ8*x^pzjI<zMq
zUT+LU36Zqb5y3{7?{cEiqRKf)bU>kFbnbKAn$DCCj2_PP%EhnDh`bcx7q^#I6~A=R
zG6b#i6ChVYvJu6g>JyxVdoa#T;o+TCJ=Yvs)%T4ZLm$Ldd}C|Xk2zfgU2R)NhfB$d
zk52^z9?s5Z4?nW<VLFeQu|0F2Um9HDpWjv)TD_z>2%~oKa1N{5^W>Pz$qm*2x}%G`
z4eG)plj;}?mBivdP<jpZaNaGAyfJYp!J8MVmSRv{FgA_4fki)QfvfveBY$MV4uS5~
znep!69uH^SV~tO^>LeO%K0p6oKR2$s*FcL(YJH<dGr1<@*=HWe^#P;Zc_v|>pY3qR
z6|cu~PoR=sJhxuw6ZYC`pc&Wv-mV8Cy0YTw^ENzo$>R1bnlqra`=!>EqhGIhdgS^g
zGycePuhjZ>1N03K=k9^iowxc^IN;RcYp;Lq(@4a<Q<L~dr+F;@=BRH<Up%CTFR}X}
zvC}~x-0fI4WlTY<VmcRZ-1_s}eyO@BXn2%Z3CuGUW<1um6=mw8hg12*lOsDE{9VL(
zv+|iW<0Gy8R`ApF=;<^&;#6kNf8&w(VVrTsC#ip1kJ$JjzvVf*ul@A)+n?PJ@*4(O
zAn~9Z(>3?Wbx-~?&-vxTdk#MLeqR%nbEttnW{$h!Z=OvP7#_}o#qX{9Wa5{Uy7{es
z?`&({aG=q~+tGh>E2^g9XnK@C4eY+K38w9rA2G!aps(V~F)}w(4sw+*$WKi5W?wq@
zi-%MF{EMgkQ0Ik+bHnO`o;anv&OrBYCG+?Z&}2NELl+#j-*GdRMx5VT96Nv9Ywx4-
zSF6fXuS+(F(P5au!^cr)@dYsH_q|SBI*GJn<W1d5#~yKr-}Eh@a5$(<O}_ykc<{`}
zFP6?CMqc+{soJ4Kl^!>-YLDl6l?j}^<9t2lg%!vjz%v5__@~RRyQ^XOa>~T>>eLNC
z9{)JmV>&HVychz)!x=Zg$!_?-?Uc=Q!F@mOxMo?zy^Yj@n)k`ZM1qI&;ovJ4G@rgG
z;*_>(^7;>Z-{A|S7X+dbv;|W}MGyP%;4b%3gxtj&&OGSDhnjJ*0U-+-u8QBQgZ=A=
z85=KH`ODfoXZehCUg}+qjN@Vk6f}$p)ph$r;+X-pEnU#{_XhiYNH=(YHt@>ZkIDA?
zmp^~-tg2h^P3Y$_)avn*F?0{32kDMKY;fX0o#E^UR_8~c&RML^=s)w&fADbj9#FUJ
z)y~AouOGftRX~iG-0%MKN1qo?QYXIgiIWZ)-Pvyg^fC8nRkuLDV$+p3g`_ENEIe<k
z<e5BEtY3Xy>u3B`8jJK16syxW1Xdw!vp#4tYzt-jn6T%Z<8M12*X|D1itblM&@iSi
z(_sJlyv~CgUK;&Jp7VLPPx|Lxbp&A!(U|Cdx(^B(#`LG#Of}Q$=~kb>Zya$J_1SaM
zWsR{?@fKZsfQg55<m{i;Oucv)CG=UdHvaaiVHi4;4cG)Eo(+hI5fwJ#Z4%J}Y;vR4
z=l5Q7qTfRP6rLI1S+8&}^>9|r-SJFGgP$W#=Jnrv(QS2C(mpTG?{d)K;go&ZYU5<k
zEdRM@yJkdV%&Ui?eRw#7?;mmPC!hReQt|6`pVCm@6bN=Ct<cnwHnw~&w_@u-RC8f8
z2^y9rWm}*<u~cO{H2?Z7oBQm^bG9FM=2Oq@w}UW+?Rj(8x^vHKMVirN#%VKWKQb)h
z*#ZF<f_7P9D{kY$gST|t;Y;w}C{{^4SQXysul#fP)JHF&guteA?g0I5sphYs=W6-%
zL3}NSck-M=vOg|waw!rHiv-DnhB0wPhx-IQLUzK(Z4P>2^O>|=b@ad+d!E?sIl>g<
zn4n?I{b47xPsP0WoflR;yNEESQJSpdKj=l6!UrX27}HM>6pVe-*Q8Nf^jUbpXY~$5
z1cSE>^H-DmHF>G!v@a<#tMPT&$Nt!ST10A+88yAR@oVLEQrg*?S|^zqC8s-f<oyLD
zuk7dFaCMKBPxhdK_t(8W4GmYuU!(>x@9cf(k1M*9L+#G^xIVe3z*X(__6_LDc=!hR
zgk5*v-1@by5i>*k+rZkrL6;e?e0SF~A6zop*UzI+nfhM#w#<OTL0>aU#?;YQeth4O
zhr9bKiu$|5b<O-DbTA4f8@+SriybGu+&SVNs7d^_tU0XjOgntyp$9Il=X2pNxr3+t
z^-M&E<xO+VGYhbzp-p&rX*dHkEKvAU+^*muSgrhP#w}m@Kn~5E%ImbBUoA+&9ie&l
z*Ytv(@pr+|)|4^{or+wU@maCqDg$1y8}ig=UM%WuesatU7vOt#f&n_59pK~<JzsyS
zC)8V{VLVpl%cmQZb$@JW@l<K+_3b?8mTh(CKYc-=-xlyhxCd#u`E92y6iRHBwc*)&
z-(AtvRxDdFdb#jbp3&8O=qet3Le5#z?TmSsw%D0xTGa2G%)D0GIzDHM!I^T*1Si?w
zO4eWY*7hytmH^mn+LjI&x`Kv<{25w(@6>Tg#|6`=Kb@QmLH}Z05;TnY5b>GJJ`S0b
ziltHrYuSP=Xc+rjVArGbOQEruC2w9VnC2(W<H?x&(7si&747!%x%6~-6hb>4LMqy8
z5uo8xdZ3gJ6U+GI_#nrjL#PzoJ60w8Knky5=Mf7JOPvG_mv#tBYi-VZsaD|fLd6KD
zx1|_C!^NyYF%;5JLGGB!GGzJ-j@~?mj{Tx-S?u6UQX?@V2pYzI0oaWP<3fZ%#TG@<
zqOQf>|1s!}UGWgU_5Dw{{*8L^rV(f1-HYd5)oK%QEH<+Q4LE)t)+E9dDTi3xp=+*U
zQMv2RUKO)r3$q7b#xJJ9)SaT&B#JXUI1^+jf4EAe+7QKg8GiC%QR2ZzbeuYm-9ECS
ziiQHhABKu5+qh6W417Cz{`tTE+N}M@Ch_i8ta%i9J<Kmfn%p0m__ToON-p-SL+&bV
zRM8<tt(nX7NHn9sz&d(RGRW~Gha4OFfHhbT$Sd%{82%t*NWrAZA$ncF)rRF|pdZKd
zb@PW<sKe}xXX=dnA%iA_=$V@U`xBVHLH>{lL&uLU2z{cpaFOxd-wTE&@h2JiV+X-U
z;kPLlVb*X&f4omWZ0w+6A$lABiA<k4Hh=u6!$Ti%0f9P9<qztO9X~uoZo@x0Kt6fY
ze<eSK$uq`{9~)+$+e??D#4{~KkM!QYc$l4lc#4_6?s0?d)B*JAOkI!Cq1wp<;4_#!
zgUG{e%i0`J&QqDbUP1oY5Ik>@=<gnZDj*C{D}UXB5g}@pOrV|0m^!22*s(P*6F@Hy
z(2p$`6vDSj(q;O31qEa5<N<annLJ~{$k9XX^Z{AU^64jyr488s*06J!zTWW#VRE6x
zOKBjX(MDaBlx$gAI5S4c?{HNB<!hn@=w(GX|KbmAe5<0qm2!_-zNn#dEr!m^wa3;^
zLOpa|{e2H8p`E<b1|B<k`K9lut0@#cGHRH__Fa&)8V_gt&=*GDH<Rc$?o(AcmFS5-
zMcx9VabLa7<Oji+O%~7i_{nF-htE{V8vd#8UOa2XIpqI)yUo`vFI@Hk%|qS-)*p_I
z&U^7G>)G7&9X7mfJ~BH0gI*`)Fqb1U{7U7bQg}GS-?`=Zx+t~RfnQW!`M?Lt^h~K$
zrh6K`#lz2Sy7J`bCLee*ZXFfNY@;6D%^Yv!$yGDYE86V)kSpRxa_gCsob>Bn+*-F=
zCgoynK!$6m#kGjH<+1k%)3Rb-g_E8`hGWR^;Zn_u#qcpdg$_h2%!{a*lUWnTkEGB<
z3Q7!{Zo1C3I0~tt{kF+e&7#}pv4g*Rr0cHNBF<+|e$uz-6Y|uU>TN)KXpKup&*Jdu
zgZRxF9kueZ%ts?m`ALU$dGhF;)Rw}%!S;(zjZ4|mMSA<+E;@7bAHUI!6Q{e6Prt6u
z&WQ9Pa=8Dx56?aHrMqdR+>UBMZJCeZ01u8tamGCK$W42_^9M#!wYQK*LqM`2&d*|N
zAvD0S(0dKp=esYCq%A9NYv?|};^FO~QAWFK_H1n1^@A=E_v};yhVQq~2k3sulZifi
zja3(Y(#;+2Hyf{bep1BkNkatj;;+ithik6AbcbjX-|4vM$Ikb(e`+_mV4li7?%J9C
z{l2Cy!S<qhaMoE}Mek+3Cf;@W>&+Au<E6<@L&I&p6ZR$UL?t)+zPDxWr5?`kH+ofe
zt4rBe+bz2F?o~UVRraFN!3U{#xgRN>13I<k;}cHl^X3hd0@QnPXQ_cMK$3HOo2hLt
zdnDrg@?_7x(`G;ASIdVCs@+8wk9d4Z5#76R<q>@z?6dj{7~EKUX9O?>4Offu=Tc@>
zXisqEq~~Eugrg@B1Q3aJnxJ9K!w8d7(#597%P4D&NdpxsfTvdTVkyA<<RzqB<d66*
zv4qVXQj(~s311I8wMe>ywo|EsOoY!`=sq4!#;x}i9Xs^bJm-TCuQ+ph(?itwft8Tj
z8F%|Ap$EF4z9Wd-i25SP9uc>@Cg}=DJlJF7%r5BG?fMsTxvk>}&TxBzp7y3WG~=aJ
zvm5Vzdoe}FjV+s>cjRr<)>?(*xW+*}oOQQ9bN8of_9c&K&pESh?$9mbUZIvD@txQ~
z$HUpve(OuWKTI&ygR_49t<!CmjQ%|77{kr9uDaq$Uwo74o`k6y4`=4%y<6mbeN@D8
zUccp|?WdFzXGiGT-T@jsobhk{KIr8O4~jVbpS}I?Q;SsKQi{BT`$;$MxM^wUC&<zE
z!S7Ee@1NK`LPMB}K$-{Hcu@px&@J(Bw3EF{#3_0Iv(kV4IK`JGWaFwZg3S2u*k8cI
z`Krgec^z^y20Fu!SeQ5dt<JOuaironuut*IqjNg62F=^YPue+}Xx!PlQvSTEHI1A{
zCTl$lsyB*N;RwO5#db`y&CTPp`XS`4ug3J%LeMZ~52`xl7&Luqw28h5*#F!w&5NaL
znV&*QtW;B6gT9+h1|fMPqO|V}cSIB7&%G2a_~@*Kzr6CvNpub2vg2o5G7tCOdICWY
z(cOf%0rl~PFZ0YO>nqEG`|CD+dl|vZIdW0+Kc~+yMpYc8yVY78zUNS{_30K*9Zb63
z9|)Alx>3=g!9@>R<bv4HZ1wj2k2;^Y6fOus0}(411etLh-j`}BhFm4j5h2Z4X=oU8
zA7as5?nq(pl{hAm4~gO7-5Ey%g*FPvSGd%3YTT<@L!Whs7P<~?ou>Pa%Ts4xDbBm3
za28GTA>nYxHZK<SFh6-##4;st2xs#JV0r;69@J^=cwU$1jc4oBrFTl0$a75BzD}kK
z;S#ee3_rnDjrf);fg3SpS$aGQTy{nKZK?f7&@kq;gh`Q4<&^T<O(bw6*lz}XJqDfr
zGN)oqGq`9zcb+aK4Lz6g3kIcxHkW<%(6%34Vfb;Eulm)wPWzT1r8vT?ll2R6Xeb`i
zDDepwp%O@+1(t#hp%=E~WA_i$i+Nkn7|ggDTpCBmCFm5BX{sQ)?lZI@ZeA>^V}4>9
zM!y<ESEHy-*_d*AT}<^BWI@BoHvl;|Iws+k7M57?^|gba<T?6EAnQHAf`;*b)|?l_
zN+^;ig>x-U@{gGp3+Lu1reWl!=-(~rR%Dm*AW<fUGAB(T<g(L9SKG`n^Apo>A+1qJ
z)95%iRur#@{XZ1Y9R)O_PF_-6ROlA}Ka?;OCA5!@j}=w96|_<I|5(&%C@Lq4^K#<~
zT}ts5KGLRV&Oq`xOM43%ZVHU&?&-SM`U8m$HK!C2Zv56pkN-?gelz~#*e-1jsQcpd
zyb&D##dlneI_`T#YB@R>j>6B+IPa`qvi70lqNW@QDC4_HeZB-e<EunZEu+)X<0|#^
zRE$3<6Pwn_wSEjaR@`dD+XO+V6<V-Df}RWX>4PJ-7Br36=D-i*Z-?Nr=x`Nfpsk#N
zd)xvR67P+fdBTWc2fk`Z<8V2Kz|cs{dy2;6&#a*+_bU5HOyhzvwZNKx!(lsdVItk3
zLQc3!T$9)p(+wUxU@!`o3Rc}~bgBLnV+!+}WM9%iQHE(KXr%}m##E<#&P~PSn9`ij
zkG}uo<;}^O5|_a7sIT|gvm^2nI9)7toUM*?{<7UavP}`+jM*=n?maG?MhO9`D5Fqt
zx0)Nvyv%dY0gJ&ZnV<O31Xt-&)uQ9*up2sbXs$H(D+MlE5_6@XVc-_jW0H*(Fmy$r
zi`mLDP6!%C?*Q~%pnH~+z!$^41z*rGzTe-2-AVJ4%yTZfz3}U)1Dp8c!%Xl~uV^+d
z+Vizd<5P@~UZB;tw7P~Qv-zcKFFO30d-cgHH3AF*WTv_*AY_G!ww&iK)a{**Zh;3k
zGrw@fz^Hp;stRi^$UZffLZwsTmp_~KZ9(t7ES1sqeI(CWb$R#wFMsR@Uxi;mWirrz
zLn_9#_XDFR=(=>}E-q-eF8+>Y&<NAZD_RWs9%FIgqM%{S10kQo=n>-67`(paE8RVU
z#>a$>-$+@FLQQq;E;4(27uhTqLBq(00Xh5sr3>gmRxBO$Fi+vTV^+-Vx!)lJZA(W%
z1Acjn)}5@i&u`)K8QmJL_?50c8ozDK#sxzVzAFYALBp5|NARiBmr(G{2|qsf_4P-$
zxA7@xfXO?<?(wO7YEK63WgEM~!l$5NOgo?28BB3R-yd0T)yO4#sQtxKT+jfMcck4D
zQu)-2BFY4+m#NmvZUqfv+WF+^UH4QRWfgo18esBXxO-wMpWF+zyMDb*_XQ1O+WF+m
zwfk3ZdG6Hnt$9BM4KR5R-kp-lr;cNzE9=d+f~DOB4P*WnK2314MV`#3p#dgu{JT@_
ze3H)V#(mc&Pt9k5hB57YvTJEt`_D)GHuqOsy9*j%a=?LmQYxQ3QW{gyB2PiXn07u{
zPs}aT7I_L9U~-^?dvYqDdOG_l&(X0(J8kk5G>mEIlV#Ow$`x-ni)GlxB|!tsshAMg
z;So*c({!J}851#n3L3_=^QjG1N=EA+T^Idb&;XMIJKR%J`Q+eK<4LfzyP#oAJD)78
zG<kjn4KPn(c^0PfsfSJ4TQ!5Eg-=1ln07w7FKaXZXInoKG{Bt3d`?T{Q>QGY{W`r4
z{m!PJf`&2ed~%zbN!-$p1Pw5Yna`qBK3V?8J#CSvpkd7a!sonmGk>nPuXR3RJ`D{p
zr!$|$seEcXi>zQXky-c@G>mEIQ?#i?o`MFL95m#{Qu*XDT(3Oev$eaRVN5%pEGr$=
zl3t#M2AHR^Jg2AfX-*?~v4Wj#cAcPMOgo=Ej=lc*iQg9<($zM83L0Q?l$7hF@~P!d
zNAtDw^9P$e1r1}``DA(OP0qSDJ_QXhIX=ssk;*5}UncLBMLz`%W7_#--8*RTlFc9W
zv$ngS0Vc<Vx$#s!joIlK1KYx<pkYiqpKJq<|E=NV#V10S#C#-ZfXVS_?y0GK>XkI*
zh&K&k;Zx8srkzg%<*gL0@)R_{<UlxgW-6ar{^b7DsRqBOSw90bjA`eS+w}amUwh=?
zn-P95<SA%?$pLt7Nh+V_;HjhChHu;W6f}%!=aXfXW_}kmz~sO`w=|Vc-KLa?S~K&B
zjZZ<tn07u{Ryx}>GDX%bPeTLDA87AHr{c{WS5oD~%j^dOw4GUt9S(&*0)>#D6J8BJ
zK8Vu_m>0NU6@3YI7T1t#kla~m=$U^UHcU38%z#5mC{CXW*??IA4==S49a`%2!ZED}
zJ@AkU3Q>jNQV2Jx3rR!Ig<#(~Szik&<ekxT@*?9yS!8QZLBp`>^2tWyjva16)|$1%
zj1Ws~$byEEeJKW|u4iUSGt+G25f6TQe{1S_+o^d%k`^?K=?g6=<d6S+^pn-c?ap(q
zSn|tZo0gG~-CK2N{aQ2x9*&L^`#R5A{YL-j@0(AFEcFg6`^PqezDsjf%DHOD+<})j
z@RR8H$1Q`7c(#WRzv`Yg|6WuPF^5roZzy-E^IqGlP4O$sRQ!q31bdgddsL^7z8Oz~
zdVIw#opP@G$~Hs^8VG6!v>oTmlFbTeJ2E!JrF3p|jp8iYtO_Yktvi(}p#b{Wbb=eF
zYjNoGh^+vvb+z#BsRGoUEX{QR<73F0X{p2CD?%kHri(0#W8>mQGgEKc<J@HC#WF#f
zpS;+U=atV_u^-G|=BptG5ttVYI>_hZs-RRgNCi`q88Tknatr@Vv?e>r$w*m%hqLRN
z`wv;w>1j&-w7d1!kH7IUX^nR=eHt2r86O1I5$AICnk^-_smejqm2^PU2RnnHH~1>8
zZZcD8Wk?gv%7`O)YLxW)aFmadw7vi6)hmTl+<X7jlM}}cu=O87L!AD%q<wDjbV}Sh
zHHPj~fuxKoeYl=oR2%4q==RBmiJjKo9dY*S`+VbH_AFPMC5m0Y;WE<ELumKY-0i-L
zG3+2JAS5y|?pj19Xc%)b8akiCP$+!RSBzG-|1!9FgDWYsllL;ueE`-&kWcdy(=evG
zoGB|mjxE)q87XOGd3(>iSlBf`dApf+tG=W}U~gf)Xr_DdUi^<+XWs@t*^CZB19s;^
zqS&K0MuEb|!;2*i4p~I6G8?EEcdvh@p=bQbz^|8)(rkLntwlVD;&~{+C7TScu8dWT
z96Om#1Jk+2kXGp7koMEei$%=lC#GSRvmqC)$$@RW{RegZ=AEPHR(n0k(UmkyJrVjt
zT(J8aw-K*@4EbWrNiB-hbVM6_bc<5d5@oKHmP~oGxytOVC8bSf*L3}osMh~f^)8Ss
z&6lpahtYn)lju&C5(Eu%e+cz9%Ct{;pXm;;@M(tQRc^o^@|=>#UOM`uPu9^;wOsYP
zz*fJYVPL-%g8P8;SAF$TViv9H2OP4xaQ<dsihV#q!<fHga&Izm{HU6wt#x6UQHo_Y
z(@@Ybd@o2lm#$f&OF-?i7Gr@$)`Eud-=mE|H%{tCox=~__l>lnEw^qz{AuF(AuZ-K
zG>i%Dbyt8sxF>FoPdF>5bl>;BZ4mQasZD2s?f9&>dpq$L+A7!ixVGjwjVimB-n(_3
zG7iz@<40hmzDOOW3TT6N=}|`7p6A_HuM^R8Rl1@N<KYMzu8N`&dxrYTB+BV>@T}kN
zKfGWOVTv`JpaJGiusD{+jbsCxcJtbB<C53Azx6TkO5dpA3|+!qnJO+pZ_0=tgo37~
z&V+mvL?;EHeF_?Iz*Afu7ZF3Ypl5uaKG>7k1bg-M;ZLu+>`0P}=$(RwF_GTVJx%kx
z7HxwE2PW{#Ja-Ccg5#(j&;nDDC+hfF1ewf1BKql7B_$Y9Lf?sQVZOTr-!+<n_$4<n
zr#keJE-bK!G&1}V{NGH&frUK48`pPYpuS4a@L(5{^UVG?_G@`VAClqYsqL<ZPTF%Z
zG>kb7jAzg-UAVb+9fXJnM<4SGH~hcxL6%C@AEOhD;jk1jM7vL>vZAFi*G!{xaco;@
z)Q$`S&Mr<+vMRdYwW2Z{I3`-meAW(Qe*^kV4gIo_10`{#r$dlWfwQ18iZRt9NI}Dx
zmB8FY%!Dx6Db??y2HWcQMB|jFDx;ubOvu_@qxtk#ySy$kAI_6fW<}L4vOLdy&fXAY
z&zJ-8Tr4_)yE;`odXY_u;!Nn?Jc%i27!w`DeIgYzrE4Jl_A_=qx%=F!Ojo5bmlI|(
ztFX8@I)knTR_2;7CBvmR47^OxUbjd?!|YxK=r(|^DsyASaSGt2b-rJY-~Cw9Ml~!|
z5HwtlIxUceaf7Rnk4}h(C+HPM;wyaV_*GzN^CBB1MacRvmlB{#r+hN?yO7SZHzmzx
zs-WQ-Ek#4Ci6PjxxHZfRk0*U$4tdwfp$k(p20O8#XRYIcRBF3y)%t~HbbmOkb^pxr
zFQ;!^U3yJ-x}Rmog`ZzO9NF7m)S8ushOxg!^Jhotj<J$x(Tu`4Y)W6|d~Txj<NLEO
zd_m8;N}#!@Or{x%(tN=s`Ex)}T;_^JXa1r;_Z0nyO7Mm|Wed2ErS=g)&-mcTeI>Qu
z@ep!n|BaJwL=EH+B4`-%9!RGNC4QmC%2!<@B{JXaa;Dqv6f_JEjc{K|W!aqCb$)yG
zgj?KE!-(ZqQ^g=?81rN_j2bE^R9ZXhHlUy3;oSyC`L>PuVx%31j=3-EV$#raF)<WV
zKN>Bmq`2qIK!Qfj!K#xPeXQ=V@ne#^i<so-G&(R)RCzER2g4;_Zrqun0+f4#YdjnQ
z$y`hU7ukagD`F$KXZQmakJ0AEV*Z<-*oI<k7ubzwR92QFsieHRgugT^0*ht|8b&Vz
zdh-zzCX7?pERJ&%MX?GJKxll@fpAY!a<jQJ)}D6mlQb-fpcL~H({K@IqKGyqf=<a6
zR+Ut$l5B#iwGUSf1q)D43zRe7n?G!2=mq^s6A-e}Ru@6Tb!mrnlNf6`;9=X82U=XW
zF);M`N+4($vlToEIVAZx)i#D}?PO6x83^!P2xT1Y=FCpG#iN~Y;~IO#Gi#UI1R`jd
zd7N8Ic1*#a9Iu?=wKb)bDk%*q)8A`kl}KS9OL^nmc)}f2l@j-^XX1N}?F(~9Xs)2)
z$}L4}*Gsi9d6@3n>zY+vZp0EwU<w+>Y)g}WvLz}&!$rIZ9NSu5sGy|~LBoY82T&`e
zQfW*1d%ATbs?u)IG|JXqSX7xGcW4b!Q+>qnV5yIw;rhIUl3GD%=}R#t89QAqr3e}>
zC5cj6E2*U~Ml8B4#RwWM<{K);j3K_kBG_W{sVgQRJUBN1zZ~GL<ZxA-h74MAqNgzn
zSoyinrcU^5An=qaZ4^Pnm_5M5CDda=y`5dw=EbsxF+YX!mZ{OJj}?=zeA4Tvcc@c~
zwU(e^KCygtpHHp(@1<j}_+TsL9&Wk#@|i<|7G??2C$ljBRv0tWZxQhs7qf{(oNQq_
z2UOSA&4tQaG)d5K8B@Vpc1_r9G@BO-w)u$<Gc&fYQb9A>*ce_S(Pv5Yo{{g%M9?rM
zMCoow6}=uSX)kQS347|C3eg)+0~Q7DI&BR4_=2ACV~|G<<WXP~w(gS8m<WJpY?FbY
zVem?TEAwJVA~7=_vztnmZY(ATLBnO7hccQ>ESp)Dm|bS8f>>Ev+Emam{4<dMPPl7>
zZK~M`?ug3yOwcgquV6WAm|eZa3}s<g&@gmw;*>I<6w>}%4fwjXmYWv+A8nTzz|YPn
zPn=EEqRJND1r76l6R;c6o`bi-4ho!afio`_Wb>1kH0yoe2Xi9wTs9d-Da@+v@N8+C
z7Yn@k$s2Ot@Zl$ucRraly|NrPto>s<a%wbx6p;agQfG*7`eZ-S|Bi+cM<2O7-0%Ju
zQ_ok9&vLSj<1yre@J9jh8H*mV|H&5QFZDj7Ws?&p8>Kp=^?cr!&mp_tr;ap&hRXnJ
z?pDwT8<tOx-rn>5BRkzh>i{#7`Rj&Y9R$6>*Y)g1bAAY4@4e(koJQH7e6+Fub!2&p
zO$|Xqn7cctUfmZfEsU2;jj9ug`ZmUOurfr6+8Gpbh=~#f4QeqBL(Mjf-(K2L6}E<l
z!<Y2xb0H0>7KalxwQd?3##DS3fj%ht6E-!hJgfWndCt!4y|eOvI@D&93mV2$S|#ev
z^UTdTmt8se>k&3-3mRY|g@V3<K$t@u&TL-hxx0uuq}k>tPSnSk6S3G*^ZjUAq|;SI
zAsN)#m{<HFkb{!Z(tfsax`uNBG=6tMzZY(x%f~qgnsi%zxl?^fUY?4W=Ti;$RPiO(
z2Vc57?Y)S$=)WB_=ztR+@2h$dN{aWRM>2C7b?5Mvgt{LEzTgs;LJh@wT@S7lKBv=a
z>l_5C1hub?Tjki*66~+yJ5x@)4LHlu(!<Hvs<7}lJJ$4eM>oHy;fth7yHM>QxS(Nh
zRNMVIRZKd6KHaOh&-CYaE@%bJUs5pz4P(yN4AazFG&5R+<YFORVw=+sPZtae8V0`!
z;N;8&Y?Q9&3kL|Wx!<JC<9FZJpZtoRCdHq}cNtK@kYvOMT+nTh%(*lnhL~q>m-a4x
zKz5$DN9|7^f`&1d0drfbk;I0wSy*7-*LNo#GGMw&Yo93VRFEi|8LJ#Q_Fz^0PKA}7
z4xMu-{yS_?-`<A}>wDy(`G<xR9|&yb1p;yZNNstJVcFeu!lfrSo=+_=>L+Lzvk-2w
ztY}5y^qA7ukm$5QLrErn*fOC1fg?^Q=-*S7O3*O0$`0|T7F|B(6FmI94rYMjEoXoA
zE0(GxU1c-C`{}MvWkHZL3k@(t)~61PjpX1Ap{?S;CNFd0D}|sjux>BFs+9#LlaxMK
zZHH2rk9o0}T;?aHG2rn70p3F0HK*>fEUS!`#LAqSTv@#BWx7or8suo`u85TtQ;Vvt
z+))3~)gmXD`I1XMhDw&hBWGkYK^NRX=kjnG9JvHN<Ih3O8mpSkNK{nfM)pvnu<dWU
zIG5ye7A#57b4i$KlT9ipjG#C+t;#8(h(=rchdhD8X~2RqFAV=61a)QVKx58MIei}9
zaQT)glzYuI$;}Xyq7Sk!=o$Yp;EREb4*(gHz%s-O8piw&M3Mom2+3SWchKZ_;2pyb
z-<ffh&vcy(`XEQ^QKG7nVwpl}BtGPl5KWkD5cR&vbp330><iF?#)~SPMa{Ix%8|^X
zGHe=a6xH+NtwP9x`f5GCYD8aoo3|OZ2nw?*WByPvw=o3-h6KS!jOu=M=W%`OlOSl&
zQKjI%ykr&$PL~okXT)b*j7l`pG_@G*F{3M2Omx*eHv=?5#Sk=%`6yV)jmFA~D6X4(
zcW_{1^V`UJo|~JBFK8GaH^)-GEV>;pP9Z6=XsHe{2^OF`1BET<-uD7cr=kEs!v#E#
z0-E>*P&{ooHI11SxUDVlf`;K$GLis1hM7<+>rW|<iEcM|tQw|@N6;`l^v!Lqn{*v!
zG(4Qvjixq^Y^4xK?I=Z}2O$xY5YjuC^nIRb^|gS(!`asN%*V#v{HfVi+oBfXtblF{
zU2Ip-<KggfabESY3${RE4Q3h|t_rTHN;WXPE!e;&9L2f+h<|l%*9N#^XcRPzi~SKV
zS8$*+ngN}U5-_j67zGVuVn%Z_Q|qtoq;K<_g<CI~a$4&^hgDZ_wM}hSLC^RqR_|9>
z6+t=hp8ljaPsl#L4J>LQ2SLM_?J)>8f%B0rIVz)_<kTBlG&@O?I5J6EBV2=mhT;9G
zH^?%FT5c}N>-6Rg=h#>lG>qxbQb9~@*He<$KR&JVYw5--{RsjyikqD(W<k&R71WG+
z^Rb`?neZCIyjWynehTd@t8VfD)TBS@b*LHjSQN7Kgq#Hp^SlB)=Zr~IdK|~Xv#0)$
zW2651`837wN`PmLEK|cRdGA7e>rto{#{w1fV@lSZ>zI7gm5HK6*aFf9Xe|!FDg38^
z-^RnA;1-ruOpm!kF)dM$d8i&jww5*(G%SDksFSTGmc>iyC{`&2j>L))T20q2g;%H=
zVXoQPoonk&f`&_Z9;GxHN$jJT${1}^huc}(5R}2qyjUt>eqtJie@h8#WGQ(d$%X3c
zegU}#Y}Kf(vc7|Inhhx|D@#-ski9bAv;KqKS%}(F6G6i@c^@S-^-CCG;{N<8M|}K0
z6_8W~m{k?^J2XYuRV$jY#sUKBz%{^alDHSD7{afr7)5#7|3P*A66o0gosdY3N~ClJ
zwp+}Lg>&;0ualYc&A@Js(}I;TI*C-Ir<Ife>2Hl1HTao3=Plp3X5e0Q-TL=?-SG9>
z3u#snUSB~2wtt1c;yxHG!so^g7xOaD{RtCr&<r*|g@T|IraFHl?giBb#AkFf`OeK9
zTD;y{S@4SfM>sheDxV~I{zHX`kC<_M<Q|Y}b@1wT#4#PCUmuHrV!^neVN4Z0CJs*V
z`o_Fi^uqiUTD7anJpfBCNB6{WaJz;BdTOl^3LJ;&D3lGSvMkuTE3P)9?&_LH-2e>>
z<9=*iHB;FCPuwfxvKuL2sEeCi3(hB<b1%Dn!I?IF7Bt}cH|X=XuzG|(n@cwR+cs&9
zs_1ceMAHX#ThKH9g-|=O_SZWL&zoRz3UV;`KadnPeGp&JGrmf=-4I^Y5<T_}MXm7g
zlHbv}Dt({84izM+Dseh0y%-LU3`JT4Jr{zr?8%Jss*3R9?&&KR^}J&RIUAN&<_$RZ
ziaN@cL;;&0phik&OpnoU7OaN&z?85VhitI)ub6>qz`yRh57`OQ?EQKD*I)CYFDzfU
z!BW^1GE=ybtvZr_XsU&)wSHZmw*q@lE!32lT!`s(YQPXXvIiRcb!uB!ClPk&;9T&O
zzWB;i-SrzIGtd}Q+LY#Rnok!kAG^HYjlaH&RcJrWx!=HohA|sra>*TBHJ!}3SaCts
zG+0@oUSpzbyyFT8vk`W*pkaK!7X*zF_95xf?GM#ZDI<Kap#(kSA5K+ud#4W8T85N_
zxz5?2K6Bxv2UAb)pW2#&hB3dx_~ZqltGOf8s+#53DQNk}`7>@DfD5$`OU2fTMF9yf
zE&HS0whs=7xCf__7%z%rT=ZPL-?4)t)5{;a-R1pOy`TGN0kXS@DhV3Kd|k~I(X!ZV
za_z`HLtcV&AhyvV-@X$x4E`96bmTBBPn281S<re_OE)D*X$TqyM^|zGr5o7q>3S3Q
z_dMr?TVJ~4&F2qPQ@-koXgqg-mUbF?gCBpNMj>)csdnal%b?&Nu3CNc_{-`=ybz2w
zBzUiX`LYo-2HriBj2nuJq4CW!jj|uxyjZ%H`H8RfG|=&uFm7_yG+G0`mTD~yW-CeB
zCsBQqGC94zF1hRLvv0xHkT41b4e`9YqdoXQ-FK>T4&Z*7WRAC`t%Act<B%SG7a5!5
zuP?a=lQO6iv&m*2xN3@;N~pymOqBo=FWEF;(8vOGd(>iSuL^h^1vDO<s46QibgL!0
z7Eo>3N03Ic?P!Y2k5gZO+hbOY?j1;!)l^Vmk!4X^%}js>YOAX8GOCd?WCko&eFnhN
z%(bmWHEPk=Yi5c)C;wXroo9UWVqx9<<n7QcQPaF)9m|j8-eVG`4Mvu+yewt?J%v@*
z4eU*eRkzX<N2}stX#E<?3W(cMubP_#_t7W!R(Fg2<+5tqLMo$1mtk?YqEh!2ESg7F
zkiOAXAXRi9NTRI9`qj2fnC{6AqbZ9=NnsIX+#%IQ!UA3XKVI5s%(b1Uv<h;G=`sc<
zimMA^)UOIDdC@;!pvt1vnN<;fMK@kpRyir2DEa>psJh#!m*>Fbg3*TLsY~?=TI&1v
z212ASOSYa^RvaU@W8t)tn3@AE#r(Yy5o?BId#{o>)OBQ^adhgD8ucG9DheySL#QYW
zkaV1a#^4%Dt8I5z>CxJSN*kpD4gT?xmO_M{i^2l__tb!<b&8kps!?NK{(EIi$3m^W
z2KRb2oU3&9vUpNqNmY2IBnH_3X%Mc)s-yXsL>V1nDyxKATO?){s_bjF6d`DM>cw^M
z$(Cbr<p?>uYZTev>o)4pQ5&kqpn@SIM~+I+SzfZYDlL`yd*#^8Q=MpoLU0Z_rs}S$
zXJ}y{%~L@G0sT&vgRA_D!pFk~f!3uvXaTc_s6!45LBp81SD99m;}RwDqG}8yA%lds
z<jsqvLCsHmE}gNjLjTH+B0`&jeu@)CgzZONushNOM#6Wb>RAswHIK&T(0HxBBkw4U
zYlv`2^Enp_Ju-W}{;6(WeVW5T^W2m5IxGzhV}d0&3i{yU%Uq%2?X{ERNQz$2FlI{{
zA>0)tqY$Ra-r$Mzuje#{=;G}lx~3F2R~D~~&o!a0RKU@w03Pffa&#tSN<QrASG+Gi
zZazb8o<yg|D5aQQc#_=Hd~WI!?}pD?c%SPuQ{MNPI>;JEyf-xbOgFzozKyLrx*j{*
z)LPe#=r&P7*>-v^5A3>yx=nokOz5MR%!*Q!ky<q%DaT(2y_fzo4L#%MqCO3W(B@lV
zW$(j7jikF8#cP-sOTREbF^vJPVLwCXE~ZN#S|61)^XWTh+r|b#1I#~BFWefOtgi>n
z5UaZD*W&aEVB<GI2Dwo+n+#KTi_x4P!WZ4&A__rc*p7Dq+c~&`u&T6*%)yj1-NL<K
z0T(m|TnBmxKl}RM{`3CLC;XV_RPWqyN5|*mHaQC#!ra}(?jks?DpBsnOXH<6q$Yd@
ze)VHhJGJ)PQ)W@~0;P<T>IQfWdK3*A)1yu)^ud9s`o`ZsK4=WxuR8O@iiMYK+Rs)e
zL6fFV)091F>SUkG_`(eHVwua#PkfCL>QRTJ<DNh^rP;6W9bp_<;@=AS2Weo)11)G6
zGXZ64;H}+5N~-7b)y6yX*LQ>zulD-u{LtT0lI)uoKCu4#<7_e)G~l%^>Tk!?Q{j7g
z&b}wE`RTY@huSa&4cf6?s%~nnghu9Lni0K#(?pmTOY51RIHv@-&j9x-D`IXG32G{;
zTsPrR!~ixs{9#q^)sWwR-HTi6cFWwPhT-2aq+p72Ptn7C8hS3vE-7>2m$Rw!FXt?*
zH^n9?K?BVC;C}-a!HowM7rP~N=*r}f_C2OzkJmEp2pWSP-;F^t8|dWB9z_LMbn#xJ
zi+}yJzv6tYwKaK%qiFpxov%1{lua6fhWOpRcdFiyJxoSdp$pBy{F`hxvZN&D6qbyp
z<?{^bZDY&QyjUb<ehRs)T#SA<=tYt)VR9@sv$(KE*Wn@~vA^zHRb@Pi1{Wi;-q)a>
zW?nEND|+PuY8oxU(tu2;;%F&q9x|uRH~cZ0UVW^Ff6qkshc#^q1U;*!Fr{*;bN<&&
zHfGM9rEMNxUG@A*H!!EUCrr>V&rL8C3jy(lig|&VsCZDh*P8?cM2!{_kNF~WR9=0G
z1k-ZV*Ww9n1kBdsL#hY^G|WEOap$Cpghza1Ph0d-&@ko<=!{rt@zT}URCL$6=F@Kq
zLBp7>q3gNiRh|y-;%u$#p^-tVi4nQaPtZyb^jy~USV}h>;`QZFA=+G`yV}f)MKI<k
zrZK?U#?P5ROEW9D=BO5SF|;GT2;&W%Ul~2h3NAt{Eu0G)=6pYD(qz-(xY|m_;T81n
z@M@Ra&b(L(Fh8-2g9|tq1vFP4g;<RO5|*%~2tmU|j1Cl0qnIqcN$iLV8dF3KYm>HF
zA2b=Zg^uxkd%$ah4!XF5ZGI6nz{J8!rPC%qfV$%yUS_1)QS%rcyw3HqJ0$%DTOZYA
z$SFxtW$@ibE33<6G}NT|m<v_cv5S#djNJ3wUa4K!Tq5I`7aFY9mLs;Q-J?^<^(YdU
z&kYOlLzEqW<38nu)g_6P;7t?i&z;P&b1P^V+h5FPy4adj4?pJrkf}NEv@NPn?IaSX
zau+c-HknhN{$R`J`gNOb<dZEpkm>%GmEv7ug*98~?paz$emm*1XmNY@{y(01TjSr<
zu9aGqe+D5nfRNn6*`ydSI@H4pDWj7I#+IDt7HQlxG%O$}k9#)ggUa^qp1~j9Ir+;x
zM~BEmKw`UGkACmwIXmLfi=N!I3$<6Qj)Fe64C*5tP%razG9QK+9;`ObHQNukGw0b|
zeq90JUZ8pM>2+sZYeMdK+aeG+&Q2e)+L&k9_8X1uQEdcl=VIN4D7FzjLK6Y|-<sik
z=D4Fs6k?nZG%VhS)C@Cv<mjPrpN4?>?2&n~0Gpq@121nev+*l3NXR)uarEEYC=G$@
z-c}1+P>n?PwFIxy-afJClKUD?vyE<oh9t4ORjTz|RRz0w4^&|l!qS3kbj^7!HVH2#
zh0zgJVim_uO>O0TPpTur9Rv;9upd-H?dvp(9)}I8(S_w9ZcSHC7gr@{7`ZDXAh_kQ
zxgAyQ{#f7GdX<`>ft>eCm9x$a5hq_1Tt+HB!``%9dGnG^K!yg@$bo=bz_j#|nyYs_
zI1JHw@6{8tM*Q|C3Ee?sXJ~pm4P#CLu)yTJ@cv;ffhlMh(}h_rFb}Dm|HSZx6gQa$
zQ_wJ`3XKz(dK@R`8HdKnx(gb{oNVP&Z+H-&eu$u`yPz?co3DYY2|hnPbnj&y?<dU5
zo_g)A8%{;op}-V02GcznIbcLu3}O1sbF(q122FB7!<gNmOT{FBP&YGku+#5~FYmc>
z6>jYlgRr1sOr(->r>A1F_5Sp|O<JzsfL#fJDQFl|rPP{{ifMBGdJaiA7zL)FVa#PT
zrn~V}Ol>y2P0RWxW;My$hR`*EDQFC)O2c5%wycE?;NjU)G<SFG_RQ`JTjI7`FKtU2
z8peDYwn%n#P{EkP#!fpmH9AMPZ7otzVJwNShh1}Ostj~DqMKi}5kR{YQU-#C`TYWz
zUh0~zkO3aN>ULT!ENqo19z!xXl9Vr`r@TZrG>o|kGH7bf^5UdwSz&2-ouoge3-5K3
z958*B9spCB2+(i=Ta}QJxQXr}K^BTohv41M<32CSzVXF>6Z2Wx=<~4!4Pzffl1{dx
zwH@V$nH?`HPRu3;C2r)37RB7ka5y&m!@KNiw506`XRD1U)l~liN^=ELtdqfdp9g(3
z;&WyKpSxFUE6-<IUp-9+7FWK~{Fi+%q~c_&2pY!x4=~Tx+T)viI-H)Itj5zh&#j*-
zER$ZubK-uLCyO=no@1`Z=3-wD6zf;TvWOB2CTJKliT2MbC>W&za^{4apAAl9s9XAj
zpke6sV7D)HJ!p7!A9&BE*9QEQ=bW|Y(bL{N564f1lmrc9_9VDuBVyMwBCr)}R*DvG
z1q~y=0AyMgSCkYb%B%JE_~GcqcyNwv|ISEShA8!X#c-sPxKO`N^A(r&K7Hlhs?(nM
zO{ouw*NHgqJTWIywuZW!XZys_P2Gj5+9c>1U*%cNp|t3ft4GD^;i#hW_u=7aLj#cy
z$|~8QR{5$rgEOcgl|ClJy&esShj)yY0?LhYn%Z9ma&f#@7}th;DUoA&Nj~k8@TDDM
zC1E~M(ddmRwf`*2JXV<?`TA_>q36v!$GmX;k3vCBb^TR3A(}q^>nS)>WNQ*pGKX%f
zm_eDjD`phVgqNc$kLY@G2>6e=R9|?R0WLZ1T&G#vPrCYBoDsi8x1?VaLBp87goC|^
z?@8Aee77Uan^Lty&@d*N!Mz#uK}>xjW}C4l_a)5sshEO>G0{%$5{>ECYimX4-(F}&
zTcIaLhVT4(3)P*3{5UCd9HAEOMS7x2L(lllsZreXQkQW$w!d-2Tith8Jx1ZHn<do|
zsbJd)dd5eiySJyx#9XcJoK^47y_)WW2~bR~f`&0MHn=y`h^cq<=)N9lWiY0pF__xh
z){T@g)OLsFU%zE@pPYzu(nIa<YIa#A@hO&`f(DpP&<w8;T(Th@E|)t>qF-8=6*LS?
z;51w#!GT29L-DibwAxym7z7O?tJQK#6GfUx6wIJRL9!6R+W*A9>hnU@yaHIX;i9>-
z+ed7&7Bs}TTsTw0DO{y!634+?u>=xpK%t}9^ba+$+2-)}?f!b=(tAh&-7@N)$sEE}
zDaK|{I@%DpSSeZLBxukW3j8`45nwuAHa!u-6|QXyuApJuHq<B8g%H3^&Cd1r<Y8}G
zbEL`9S@0+vN_HbbgQo3}>JuqLHnGEzxdyFjFHP*kT1pc%5RTfkw`1!0U~`@`;e$!P
zPiZmLRs%r;%zu;Oxk!$eY;^qSQ8-bb5?aLdHZPW@G(Yhr9gM6tOPW#k1XpEfP;s8A
zr;v4L4fyUYB?uZWVFL`Y2H5dQjaw25X2BISJ}&hfv-{{9`@HHhFEG{ArEb*QJo?}Q
z#gK)v=PH@6ApB%Dx!lK9O{1{Sk+9VKazv-I>>&spG1vMj6~V*H{vL35a`n`ult^D0
zD1I%ffQRQ;q7|`O_VPV@`JlnWTjd9?$8dY4?nwv^x%it2LDjyXx}q{xs%qaA(0Fjt
zdVb;J)6g*XP7EKYniX5Oc)*OK&8Jkp1&zVp{3G~oOsxiYZ2@H@Q~PLsy9qtDw40cm
zYHGKDgWWLTc1F_W##Ff)7|;zCx}Z|rx+rKE{c>0?4?`S53sH-s78}Y?^muCwE=>ki
zQuy$+D%{{oc~nC1V)U@|Q$b@`j!yu5Qy+dzfha)K*HVC>F$L5xi1Tsj7vJt#b;Q2b
zz%xNZn9>@UQ(7{$qHxYstUBnXEX*5sLd$ZLS!2sLZc#GfvlBF^&uW+iy)j@m@k}Ti
zycR{M^9y)E!|*TCc5gB(e?q<uy4K!1#rd)fa6XhyfmK#h8kj^09X||dlCE@MxU)30
zpkdC{*dok6-e1}3IOi|h4d<{hu>}npx_hc^U>cfY>WgCKIK`&+Og5;-E*NzDQ1j2B
zI`O`)d9l>V{1l4*UxUW33z0P=aM~cOh}laJs$wZY&_HUc1ng@j+ffNBAx}}lDMP%L
zy(BRoSV|H!T+&C-thTzOf~s<)2(76g(a4s91PvF2R1L{iRFF1@sA7X=(M~AN+k~1%
zApB3I*wxJ(jBs==>{d2)6Esk_!&B9*f_CP5l@}Jxr0m}nQ@!ik$@Yq?h&naSU;!v?
z9IZ_h$Yx$(<MhCSQQa4;!a0IAjv-@u2=WDJpE}o)RlsG2q$e8MB0WLF(01u@M>GzL
zbe+}E0J9$^K6O015oJWPTx=#ffQ4H@!^qW`q;e;gBXOo3U)0osFK8HFonFnQF%fsB
zS%;BY>#CBBTIn@YIox7n%Sx&#=^C<({xj{VO86HVU@9pYVXlQ*;^D=2(Qc2PZ$2ew
z!Et2WkzXzi4NGM$bXH($DF!nzFZJ607|^SooFKlSXMCSNXf1JQxVBk-QBGFWG2WiE
zK&OBS`lbXu<EwN$jdZJyParNwX+0hs`Nl66eG!WYMpjuZy|^qNQ`htvlbf1uy&=gQ
z0--D-T0Kw%IT!SdKZG21D$jH!-IZ8|^RVG8_iR2Gh<WboG+>1Mt%Am&2jm!BGVvL&
ztj$N=yy1TA?er(M3DY;v1&zUUaXX~jAw%h(FA?75c(Qc+8<P_7jS5pp&=}14DD?Uq
z-F|BR4O=U^?n{igm)JaEf`-8-D!W&M*D%8BJ|9>`ShyE7rhppkUai!01N*sm54$<}
z#{RbXNzf4HU!0#}X7Ey`kxGdsVt9m1EY%V;sMgz<lT<u?lL-{VI0U;SHTe!}VMHo;
zHPSbwBuUu0Mk%rYvAVSIFKC#5mGq(cI9z;8E{~YKh+2>Kst$;sPv+{awsiQl&@6?o
z{CiEkoyT+q)V2{8qi<yEE+^$Lbi*QlLBsM_$GvlD0;KHulw7Pr;)^b2!51`)uLd8n
z3ej<eFXwsTPPw*jCuo4#6yw?ydL$c<8#=B}pF<}Xx@9yT|1*<`Lcf+qO-heMsTNA;
z{$ASZ*O^P#@+_{$gAek&)1Y6fc?F-w|IDFJ_f>ZbX|pt1T1fsNH%ix!&Ll1=!+bci
zyq?lt%yZ0UuZv5RX^hWDX?XCR;(W%I#ek@qWNU<uR+!~Ol+t}vPNy@KA$jOiIus0Q
zR`9TZ6~hgvuI_y_nTMt-L2rtTcZDXxFiVtFVZ|r4MQEBuTLcZ`AEfXn=`=jlqo$K9
zF}#_tM-r-wd9mP|pO}X6j|F}^ud7xSmi+gUYT+hQl06<JwWQ>w+D}BXGP!I*O~V$x
zd9hT-{1m#XP!&>zLUO#+#6#!MZKNS^G3r{t1r5t;fvSPNLX1=xp)2&K64CNOn^r8=
zVPz@qp3^D+3_{3q5h`F5-#2bFXLp#EzC(rcD&S?{tT_~aT2;KH*sk=t1lm<Mf#-%V
zS4E?Jnrfd3dKN@C3^&b2j*e9p(t@Xu7Cf`!soM%VqM#NRMXL%8&?TT>Rk=l2Qppl@
zbX~wdZD~wF!*#%rX_m%aF}C2r%Mj<REjzbf{_}Hc-&t`K2S<%P`RYL|G(?yM41dWb
z;Y;^BNH=KT>qEO_XSF*&|GOVilKXLL3kVv<R7oEi(as!&km>8}kQvOy!>PP#+QRag
zqax1y1MV3;==Qh$I{0<YaQ%D?(>gs}_x$?(BF+g-TV7Z|oES!Yk|7J~HSINHV8pq5
z@POurjD0S`jJ$x#c}uVjU;z)O-KfTA^t`M%;%tq)U-aU4%cyeONkvIu{waz>zI&wW
zt~JvlPSFG36;|K6EaF~FpN3?5dz167iEZo|aUQts%enKf8tfPQG+Lt>LX))sDDfag
zkzfsi@--8B-9=Y{nHLKaoa)uQNG5o%+PrYx-$C7V#?Scl<}};k;p~24%1z^2o*dy9
z)6L?(tTN)4Hzj&JoRQPE{&~SGlOp_LMvHchjc7Ae)&})(p1*8mRrfAONBD)=`3meb
zQ?W;J_zTp->CmLktgfToh;zw>uf4ePR$4U~eCUw7Md@5Rdd7c)Fq4fcs-{&Gk*7cG
z8_?QMyAo#bvuLxRVdPJMoE0T?rh}lApYnjr_<N)->fxO8!gY~rF6<oP7p{O`;f!?j
zT+H!Mnyks%@+e3NiPRf;lt9|NSVj}`6VovC4qXGv3#2BU@M2gj(=E_~hM|3nBshGS
zfGx)ynXq6A8pd2qR!%Zkv8pbosL5(sZq}}UJt{#Bmdjy9)!=>zVj5Na7G`30z)TDc
z19~C~e8=^;Pu0WB5~B;t$Q2r1gPSbCj(M@j$^67LjE@Ly_bn=fG;%At6duk6O}d}j
zWaZ$9^HiU2|8vTz<$jkshIZCGH%g#OE$*=N=^Ymn{ar8Kx#6=(<q=cuVyd?Bx~#>x
zg@<GA+4GFk9sV?54*NDoUDxI%W+c8w5PRz3B=@=G^s>f<5$CLjie8#DV3E()k;E6}
z`td%BPInWf(dkI?o8hWa01v0(()pdfdi9`)ll5@>spnKU5qEd$;BaNvhLZ>0N@H8c
zDH{fC8hxEVAm0c{tyhu?xbDocVCVIBmsB6q7QyGg=}FG7uApJ*e~#)lS67D7T|~;%
zpfi5BGboO0nbgB6Ej{m<BhRO)>FKM>->>r@N>Fd4i+ud<Db!#GWW?)(9uH?)%Z$qt
z+m4DjKb~^&Cwcc>!j18r5-w~gQy59-FpQCSIG?xc^3u=q+D4r2`%NC&V!=$m>V7$y
zfpVslkIPB!q*?gqw!2=~w(35guP!73?<O?Aq;y}hK)|9~mz0L)IiIsOy#{`C>U$$2
z&T(Jm7Ea!}goHet2t(Wp8piwum?J<R#JsgZujJb&42U>e9y=&=>qWN_W<8V}l!%~V
z%p+(La<d`%U`svpV*W7?S5J*N;|ohVzch$i>HyC!Mnk)QYGw0VR?stkf8g(xia&P8
z=A5sqq7kRgdt>idGM{ETH%qs^k11#va~<(Om%UV#lvs^TzTMTlSjG|alXub4dcWf?
zhT)$*)N!oX!br7X3mRs81%z?37KX3pi^kvc*b{B@BhIgX6y7zW-5n&1y;K7R6iv`D
z=F{Le13fRK6&Exdx%}({2=wSlpFQ~4)*A`5PO4T28V1Gc$K8ZhmJ=DR6U?HHF3_U>
zMw-?YBO)Gr+Yi$)=7V4~m-5OL(#FXDgK$3q&tf98c;5uif`)m16FfH_T3TLNZROaQ
zPyt&?_@o65qkjqXoD<{aG#kdJ$10Rj?2A&^85Ug=Gz^XlJzd<h7HUGR_jEtOSI5>{
zRP;_$QVYSbpkd6Ga7Jbm!&YJFJv=($VqPrR<|n3MY{V*<=JVIlyzyXO=DFR~KoQtT
zFh6mC6l1;yOf{_p7yZ0t+k8!f33oUhNe144xt1q(LBp7D0@EAVeLne~h}XaFd-wON
z={j_GBnIl>hKHbG%nu>gmeJYd4vZ$s=)ORe_!ieFQRDfA2u<So(`PDJprGdhH=q*U
zOyc98zxssN&MBu=*w|QuV-KptohhDR($FyG6R1Rvy7kGk079B4TFIgvf`-9=0mJk^
zrm1g80o21Os@Hq__ji*)VP1@Oq@!WXFBQY%$VxHZkr2beg=1k@&@lM#0LL_9#TFhU
z3$~zP>|E^V<r>!%S%;Kb7pAnYzQPRWkva_x<F_MxH;cv(!t{L=&ORR=+h{iB@E?BT
z(wQUr_9E@rt_{RAG>n-Co^!xzv@B6MLwmh_wGy7Zd2S;x5L9PD!{Fn<u=Z@k>(eZ!
z9?t2#Za%cl-Qyxo`PK*b{rQ3Oh~bG8u?G{gW*WvE3e3iOuHFNU!^7#*_o%^z_a!1u
zqg@#X_u2Cn3qk!{0}W%I2+UlK`4h=5j)&8F#y*!ny)_<jUYY#Z;%l4SPnbEN$xuJn
zK*N~GL+jqH#`$;_y{m`w?w7CsFzWy^op0TK##t|%H^j$GL&KP*gp+JACIJudKe;|W
z9k_Z?gfwHtacC_9Q`EzW?S0ZQb*sN4SO2INf9@15Wv0{7Fw>Vp5IwYT-=W?Y$HSTT
zZp-F#htG~Ur;h0UL%myHVoddO4K$4T3>a?DJq-sxD=3VI(unE+!BD3YgMp>f2^ucy
zZLohf%&E*cra1L*wru`zTIpcY;f@2}+`HdHFZ)ZAb_hOgW;S}5GwLzO*QFlLj<eRE
z_FdOz5ht-}*zo;Js(1mFkB{3<kI$(pkMgIqVABCg&^%&9J)A{F)sv4tWehDZ8eaS1
zdzml$iz#s6wt-QZsiTn)lH@#n^MoZ&yxfuw(0$YKvNeBH`5fa;m1ILok{zFgU8#(8
zAF)`#soPE!5^x;de%|~`k0>RvIG5MI>%v|n7PmcUg3cvD!<gfM*-U9lV6RHwf<ZU_
zcD(4MBd=M4^dDzw>oy-|0UnN^Va%Dp+^w3=&4xzf;dJPl|LfVU>qea4rqta&cIh;K
z9W{^Wlg(%>bW2qXShT2+P72~yr8Hl2Y32C3akQw~p+mh`XcyrEC;v-fX3cYd)pbcj
z!|346-ABv363$XQoP+ME_ejG|G}+c4R<FbOho*B+3iM9xnx$+A8{TSq%eiAth`3E5
z=3ts)&Vc#Dhe!4MU~#{QSy|%Xn$EhG5kC(uS3I1vyL`N+@g;pD&XqeaI%(mUArbdL
zg&0tV^8BCgpZUl>5od9i^X8n{<}hDFuY{PIM&lLHsxl}yxh!K2wp;x%#~iD5D$ic{
z<JK-eQs9RkeACgeq*g*wG|ZsW-a-wo9?r^txA^tTHhm(_s5|pl)oVY<?*hMoUR{Wn
zk&d46efl82yJ<zw9S;qQI78OD+kaS=pq4mB8Jhu2LBp6iaD08LCk&rwecCNM;#~Jx
zlj`z)P9n^Xx<{p<Va!&*JQh4;x;gYmJ)DX@x8?qDDy=~eE<OA49w*H4<**-|T#d>R
z2TQxm<)k2KzT#5wmD@RWEV%lfHve99)o>c1-hOl3_Z<S>n<@-Ah|l*n9#lyI#Svd}
zNh{D!8M;1Q(fjf67I~DPVdmgJm!9-kKa!DHJZYOdK*N{=Q0H9IMdRAj_qwSFD)n&M
zZd&^ApLdZWfAI6?ojR}ULHIY(tU#k0qSb1kVSG3a-9M<x)CRt%@Qvpijk>#vJcWAe
zh8&HizwHm{<S3V&@lXa`jN(Hs$oHIP20W+t&pG4%{-;fdI9EUN*0zW4g~MS#-BbMy
z4nf11CxQ7cYDf-X&U`)l*(dHgE#mxp=&F;~FIY~Pdi9r%hA}IYz-cw55*L^{X2y}n
zL_M7K+j5G}AKWU!FU)fq8pgi~`1NMS=-SixS`1itI3tEH=r-e%QzA}gRkxEaTY+rK
zJJ2W@>1Y@e4o5dbtN3X!V(@S-edO1!`*fuJw|kamt;ibq7-4$T-9{(|9?ltiH>g*c
zF*M@z`1XlrubzK1&-K3pvb*Zb0lm<vP-v^hytt$F5Yn1PhBzM1#{7Ffee)QaWCz@L
z%7fX9?u<xnoS%`~VbnY1d%SnVxeuM&Dd1#=cDdbDMFOS%>y$ko_L;IT?T9UX;o5iB
zkT$yer*bA}SU4~s+`YAM{7t9*K09XbhZho?w+{GX*!&A$C(La`7_tQf4PzDnv#;vu
z@s-q|>f!CwoEUND-qSqm(MMzc$c09Cdnld*N_gV1%g@>GY#NcvmhD{f+iPPZ-oiP)
z6Vk-P`TVx6CyyLWB%PNY_~E4ECq~@;G>Tu7KAD|!dw+W<C9U?x7v>TpncGFz+@BkV
zbv*j=#Rt*WZI4&}Tr_Ph77kl=&C}2@ra#{XxA5MZQg2GP<H;BP$o|8pPFX*hFvWx`
zXc+T6@OhB##(up%sCVPl{XVCmq0PxxojH2|61fX&P0%prP;|4LU@!^|a9w#&9{WYx
zve?02k<-F^u?))QC#GR=zjFi!&FKRh+&%Wmt`TR^yZt|I(s(g3tjDr|DhnFM+(SZ0
zwxFf|NIEiGBi~|qZ{b_ea2dIz3vOoW1f^FO6kl}gy;Hs@JqGtEiU~^4Fy<s+j?$QG
zAzwT=QMvQkUcEnicI*~EVC+)RYhxzhdSLs`&@+CN=##Cy`&i)I(&u0(TXuLKP}JH|
z3qixBoC>bI<h_0^w4XGTsz~f^2^z-qH~)f8mU-u9{#<Y0h7o7g+W8;7d@V9=_oTwf
znDNUMG>qv>FNkT<);Z_j_SIJt2h-VMGhO>;TM%E+Gky`IogI*NsMiQjn?=TghOw^#
zc9Upf$?U@FifCe*ml^7g3=%yaoHvJG=DB&=os))!;cr3{MzsIQr~lxqV|JY0BPZhM
z+Z$VuxIGt<?|+)~`(7t5os>xv`YWF{9Q1qRh+M*PS_iXM;bI>{v19a9@EU9cJe+5T
zjks#i9TOwYz;R_C{d~{eRBR_Ar0FFM4P$-<NqKjZ7FJN?6}5uz^)g{9&dWRREM2i@
z17Ulc6KQA|dmH%m;(3;!zvAKLVWA@xI{O$hAWl?9r24rA8pg!#zWWO%k>D6>qR<?D
z3xU25SVa$@e(s_4Ag%8T9`N9(HKu3$T|}DPcic?J1Om`?S>=>jM%{a63y0OiRp^Lt
z4MSRhhKuv#axw#PIg7UBZ@ug=vRXd-*VVTkco!@N9nY1HhA|N*>wc0dqG;bozgc!<
zr-+mDb^GZvR8t<7Di%RwFtzBqk?2BVZ?Cqo33L0Jqk2zY^#$=Mjynn(!ra|H_59h~
zcsXJSaGtf8`~b<U!G*=NjUz4(7NO9VVL{NK7QG=9b-*!aRH5s{Y~ZzSN`S|4GeWWf
z;bK+|iAm1|!J{&A))O>_>G)X4qsgcfM-RfqHZDbxr%Xq>zW17B`+xm<0>$=pz&8ba
zK3#v8rhr-m@T&q|K>^v(0=j=LRxBD+%RCT=YH3hG!?O7S*o~qSVkPpxrPz72APX8s
z&ZMC=nMJKhflY#G(O4E}LBr5vXaXYN7-3I#De6$5i)r41E@&A2Mxa9t1+Gbe#cl!%
zuApJuOK6>!Y&5RghAhNrK^8QOoPZBI2g;3G<nk%keyI28)~`jRxYE8`0iHFC4hoE-
zd^T0#l(|B&EPM+Z=KEoSb`K+QhuGC|eQQkY-x}LNEkR>2YZzzwcIx_%JbmTPuPB3+
z9A^a$Fq>2VP|-c4Z}8+A*G`CIy`4@u33UcQeenyvjAvp<qkMPO6-A}R_%<|&itkK`
z>N|G`W|!b3-8pah#x(=C=Q*dYIHK8>Wml>-t14#(%4tNN;@*dgQp8tW3chlOrj}A?
z$syD7htq9k+rQ0z|AdW!Qu5HHGpkf`%%CwKzTgsIr6)5<aw(@*IjT;laH>n~F${bJ
zQ3Va7eu_ppikJyWNB58S^PCs|<JQ@?0aA1dOhLn#-+|MtD1|*(jw7=bXI?C7ZhrF8
zdq1n<ja1_x_KG$Fs>)`TC1#gJ=>nl?C52^34YdyT6dqpcmCzLAF`tHpna56tJ2rK#
zsHe4cdCs=JXFfLWW*p}ghLxaUOf<GTJXJaL@J1^5**?qO-FFu$hu2Bs*P)j6Nz*C8
zOsE~jCtL(RagR+cLi<<gK>QZEqjv?0aHo)>hA;(<!PL7w!p_pV^i!Vm`LcW7KBc(A
z*8c?!Fk3>^RMLf9I%Qa{wL=Ez3X7>mQ3s3w#%}=sM{~LWq$F1CDPT=Stj=Tos<DUw
z4HprEdN-LsH?}3J=*)UK?n@2z9-eJYY>)+B&@lWEf0rb%NZ?j7FLXwjn%v%!hK4a)
zkv=E03nmO2KVjmykz<C94e={xLkquxhOsY&vSzBBorJmp-4G96%sRtX@6M_B1LcEQ
zTF-r#W~lhp7%RWVTopY1rVlgxCyzfQa;QvP9ZbzpnL(o@@$#zh!8)Fj*R8*2)_{Fl
zz?G}MdlLhBJ-4bXRE(HH-CL-TkQ}uJ299tV#1CN3=uH5<rHwm9yQ0Q;czN!~v^JMW
zvW(P)VfFJV(noDQ`kx4~QmV~Vb_5N>B84U0+NgHdLoKSE5usd4Vz?4C47-vllWZ6*
zDv1@AS&fvy;?csdmT-W^0IQaC3sMIu?S1$@&pGtR$)&g7g+Xd?>I5ce7;_brNpC6!
znnKGg<iVPdiYaIq^L}U!9rM*jpczL(5@xM4FP1)IehOXT$*Sp2OcjK_oP(~(*_ylU
z>iFdl#Q0RE1r0NO5r(Cv(JI;`EKgL#=g@^Yg|o{-Obf-H=e9`IHbKJ${6wTu(zoT6
z6+a)L6u|dgS$gioLfW=;g`@=yWA4JVl}q~e-}n@mHS_r^Fx#YJ^6+AU6)k)U8s@VV
z^)&Z4QnL`B+`vYaEDa`T7_%#SuO3Z`W3$RAK%2mQSC-+^y8>|+nH=yr(}<IXhQX29
zH<?Xq=+Y|6c%siWcO{wVkxEYx6nRjbb=Z%MH(X$AG(p4I=K(vTJfRr&L5&bNveY7B
zLBpU+6zJ^2csPpFoR)UB9X-|k_<*C;ETa05-^{@=SQl`&f4s+x-73}b$*J8*FMcQr
zx6TDm%x%@~XcY~i;8zhp?)UTvwfK~;&#Ahg>z{c}e9(e>CarEwf)mrQpy4`V{%|L!
zc6)6seVOOH`cBt5L)s&8l9&So4P$n~)ZUEZ0%peOn9&T%Sfs93C$96++<15s6L~rH
zfuPO4Dy5;}5)P#j+yxjXf(t0tYx4r@RY~puaMS|FaBzxIPn1zau!SZ|^O+nR@x6;p
zgiv|Lrs0g<7Rd`5uEUYQ8~}qUSO*R`T6%HIb<e$ztu`TfLBp7LqMl8V<U8h;6_(Jb
zo6>`I6@%_1BO-q|3F@vG(hNB|oQn;ikOVck#R!f+3eGYqLOP{0Y5CAKT7$D2wLR(6
z0cype+6=wVJw=z`4=;kA>;5Dro6K<ux|%&CQF8@=cWKPWwsn%AF{t|JZnxBtTc?5E
zljmHxFtOM0Q72L>3CFIW0cLAVSSn>ly@@09LwpM3$1;5j8pcEtA{x2JL8&e2aX6iY
zd9i?-pE&7*0gpF_@zErjUsXDd^4cn|TzJP%td1@4f`;My0p8=?0<PC3fg_0)a6!Z1
zFvgNCN0!Z^C_Uv~wWsvb087ju{nzscp+)0sP)PIW;CNY~TU}Edh~dRj4?)BAD1&;3
ziuk8RrEOKA>pBJg?mVYS_3EX4Pq5xDE@+7D-91t_F_5!Sg^alsQ={qtYBXANW@j<<
zSo)Ztfw<bBk9GY&+O9jis-o#5B#@9o?;sXHL_tvm6uDPO2q0BLQ3NiR<Z?KW<i<@x
zi@kysv7;h(P{al*s33v`1k_hiyrP0#K~P^SB78HuXXljJ+)o4VKl_{~nfu$>+1c6I
z-Pu{3X;@p70|OzVn+{x?H|NZJ)3{|ch<Q77u*~ety-nJz)TSO6m6G1&!D~_(J>j1S
zJYyc;s3@4?T)y<&;nyp7=f>MQd5$mZ*(!f0gQSY%g%$FuseAXI{f_FB*_&FxYryy$
zn64oRHCE<^6N7bfcc=98<yPmM*1JCM{ykXH+dw8@{gcp8O~|1rQ}gF~{KmprlR~(7
zqffG@<gN#oPfHqK;}-V=4d5rCCw!OQdlpZgRO9pN$NRpHE+ydlF&PbEE<_$4Kzc8x
z!A?9G#AGytiK+iYTZQS$P3J?f)Lw24;PcL)Y#9w<9tnIV>ewZaDk$Ln(rlrvW2Gn!
z&e)8GaFM@6_Gox#BrYHeFeV7~8-0aZjbppO;PARXl=FXQ*E^o<@EAt(vWb<^0L%Nr
zL1W|3*jYNwf;d8z-~^1%blIwZY=ma(v%}dYev}dN&>%l~)!}C<JSAHY{~xj?TA*!|
z?-<n0ix)u(h@9XP3F>LR?IGuCJmi<++scdvl}19Z!&9)d{L&)3Jg6?T4ALJ4VEr#j
z#7Mw@;R?DoI5|F_N%<7-!p85aNqI9XPll1hHkBBS#<X!XChFzKU`~S7XyNE+QANyj
zw&r!0IX-i#34bZ#r$J(KyR<Ygc9hPn(t5SZBxOcJ!1&+@9P5_EOPr$y`*x7KEUZhr
z{l06-$$i4s`t1*$+iv^WAQBc^u13%?kf-F;F4rFUM@Ncwd={i^V`05BW89zbHt8C+
za+`;5sQhoQunsRh3+lG9utuhZH?53Abi=~hPj7qc{7$&biArFfj_fs<3Rz<0GskvG
zg^UjI*>bWwx|P&8JXA?!%(7#UTL~kqp-1c)2#baFaKAU&j@|&xyW*FXm%MvzE;O$n
zYDG#i8p3Xm*hfSF5%(!&VSP33{hnX78WgtPZFS4k+^vN!ViFoc?1YG!g(6-GZ7p_g
ze69!6sirte3!;ryrMOs`;3PBzj)D}IsA<!k&?$w6eq4>h){@X@%qkosHSpk6Fj`}0
z&fMEC1R*fH%V-d@70zhwu)WOL(hpTy2Ro007j@tk1;=DGh$;6Z%$Rh;b>S~99`Cp^
z+l0wz5c6VW@nO*HL?$GHm=Z5k_jP>Mgfh>m9D8qu&>xXz4K1da6`VU6JykRi=o3v~
zyE9e*srWF-g}Fwh{0p=hSRiX8R>c*;8X3K=(LM`pP5Q_wB3@n&iSK>wQXL0*{`7~z
zO6q?RjYh7bbLZ{p`oMwpuw54#S-5)hiN+&0MuV7bs#X}aqYf8T&ltOP{*3~1y>NwL
zG>F+2F{fc9Lt1GpHm!=>;?=OW2yEj!4vE^6D%i`8%He;;n}~_cK8!~5Yrlz8WmZW=
zG3<{Oz*FHRmMP8C7M-jiVVWY874^^%`Vcs>!^<j=!Y~Fo^5Ly{nCuN&;X99D+$*i{
z&=7wAx`3aVAH&3*1+mdKCX!OBf&-W4Z~CZG<zQb_)$*u3QkN1hNAR>VQ&+Ow90p)U
zLtNLu$nLsu{uU{Ul~|bF#=|rF*}sAoFjf<p<!}TGvsN+0E%~L*yaWR{qanWEMDRM1
zfjLtk%)rMqTWc6_84cn7l?AvNeI|i(52gd&EAnA0emtjU25d${*as0is{j@yli=oF
z1oOxF(Aj>F0iDqh`VDYGlSnU!SCr_zWjSF;<zrUTfXrw#auxROhwinWAGipDmnYw_
zwa>~or<iOLqe0A8IEP~pbRs2Bou{~rvJN*e%4i650}Ql8>Nyp$3cul?7&ZN2K-K^9
zz4|CwU52b?4HtGCw(VzebY>C^=!}MVUV#HJeXu<_&XJj^G$1n?jcnJ%2{1b{d{(}V
zXQUin=e(iBHU@Y`qv5O2ilI+0zqiKwdqUQQlkV;G*{LH;TES=#^9;}my9ct|WK;<l
z(P+^?7#}!s8FC=A@oV6m(db&L;9R|k@oUI>syuY&pn3SDHgotG4PquhKg3zafDksO
zDn)Z>=l_2~ATiNr5}kr8JW?ec!j3+fq~8el3lg<Uqh)2VMDT8~v7Zpz_!Ds_I#ouy
zukK=e0uwD`o8|^hLzoe0A!HcRsn$orE6@h?*Wk|S(3Nc}-hRzAjq86A4WV~N-y;n(
zEMs7^513hAgH|va0+!xVCgiG-XGNl-)Su{B$<Q-58^9S2flCX=)&r-{EL~eL7qYN^
z6&~1O@XL7rgQ*;&LCmAky*mbrW1;W~L8)8<q<htOm04>q08Gph?b8QFLzrehRTqOB
zS|{T;`@o&kO?)yM#C#S_J?2ml%TevUI`&1&`!*byRX1!+s8KOt_3#Y9WX=|&Axtx$
z%K7^gB5CDw(2Y%eG8(|#H>f&$Q#!Xd<oqZb=iJ4`&HG&A+E2;c7x2jXn$ci;JD~Vb
zhKV|3)N|)PIU4dJFgY?B!mWpXW#dSx4gLt;D#zRllW`l&@0pM-)teNRqJ2=Q7!6fo
z?ktsf;wN}5`p371P5cqB{4;?t8pLdaO4SIb`mCJ1iV~SZ6w~~JSlm-l&8QRSu*@|w
zNoWZDV=%gj^qjm=Lvu!+H@u$@S)Crd7qVtuIrrE7Z87AdH7d6^<b%-=vdm@=x2N!N
zh)5Z{Wd+!aP+_oel5v1cR!v+rw&&P`E_M<c!kz+bKnj9c?)5b(c`Rr}K_7<UW;9<?
z+Bmx<>J&uE@I73g`YDz5uGjf6W;Dcc963%afOx1XfIabj28I=|hlYSl<O;O_vZM#z
zB4GC40Ly3y7Q;SK4iyZSv0}hwG=%#E&fI`I8IG(>^7S<FU*X=0dJOU{jKeFSexH~z
z^RIwqJZYwq?_mdj0rvswDsU!fGBf(az_<RF6H~KDuA`+Qw?Mtfa5|7-vyL}lGaBl|
zR)~$tF$o^;Gz^mJcH)sJj@kv0!wiclToJYau2~&MZnvQ-gUTUn#P9eim8-6;sBm<7
zdfbL51`Z>~OAr|48;|>64m~t}F|{qM$0IYUlteWZ!mcHq0SDP92&SC>MuF|xh?|M0
zg5U|r<V`+s@*>o#e!n|8xzh}z(WAqjiQs7woUn(Nqr&CFw4@^6*m*p0orH#f@r70$
zgW%GO%bNW3O?$Yval{J`4lJu^AVU(-1lVhlUZ%(J&e*w6tiR*Sk0DXy@Qn{$-MvOe
zSWoJ1+bGIWKl4Q_%pu5B&&vjCu?T4#)I$Q9;NUopf{RJ3D4n!P^Z_2hm)L>Q!NOA2
zLOfW>u+!RJxVesuev~b_39J1O>Als?-}}Uasq0e0){5!f!{=R}>bBfv)B6Aeqo-zt
z0Y8zFlRJ2@PY>$tDLeYF*C3c!e^7V1?b81u8Un=_2?$D?6+~q=+knbw2z4Q%)&~DL
z2zzKF;!%XHGhjr&{858P`h;+3xXUHG!-`@-b`Qzq*sB3n4+RWXP*<%eyheYJ9<E0k
zEXYfy53Pr8mnz|Vg3d_z?uhbw;3_M@$B<m}_DxT}^f(?&G4)pgb}K{HywwBWTQp@)
zh*ztQl-`F?)M4L+w>I#o|H~-Etikpq0U>6C<#RZOE?TZ1tXb|Z0o+EZZuHPlqYj`f
z?^8P?xhN+rC=QlBNK2E@5a!>=aoyqPdDa!~&uAl0-G9eC#*Vy_&}ir?_OwcS_C9^&
zz4gM@=<SUziFYwZsxcbGycAn3_h_>sWiz61T3;v=)B6O>h9e219sV2(^1$eW(B;+o
zhJ9_TAH3igErFnbih}YA;rE;ltqRFTdtk%IcJ~>-tQmLRZ~6`s+GV!zWHi9`zJb-+
zC6E~?Avvrsh((T0#u*I<{bArt|I3L<T`7Irj;O5iUA=54u5+|{v&+};YTGOck5N^k
zEfhXX#SXk2rxx5>OoNQkpbkjP2B;_F<P2tifceI-u-4x_uj_xl&WC^v=L6#hCH+r$
zfg0Rlm?4wV6TVCDeW~J<qbgti>x+xR);GP6-}ByJxWWVYGWQ2QaUn3-5#YNoTQGXU
z$L!&p|8380{&UOwkiJWQREjrIZeE`Czleq~d!w9{Og!mC4L*{>Oh!YP3t?#@`hjN-
zaUO2F&RTc(X)_}+$kM;&*iIvRU}XJzG<e>&Ga8L)*Fj^J8Y_+CZ8;BW+KbJG&WRrv
zw)6+}p38-|22DovR6`@w>LzmddhmZLd8KckD~}CZ`lC|39^_j8i)aWF_d*l3VDA`s
z9t@I}h1KoCQ8RZo2Tc7zm`P{|vm0W<RU5cGk!lY`P%NxoH&1-*t`(4SOMeh(5*h-P
z&Q~qCa|D=YBPJHsg0HP^wH|2$X}p{d!c0O#m}ko_D~iJrq_4|9`(@^|$9lGf>@m&<
zp}NYV|3x$!ReXxdbu@72GYs4QUY%Gv3asq2*Z%NO`F)TlmTwF(8jWechMYEmkY7xv
z2}vH{D9Fu3U~hx|mWB2AZ!M4O^a|v?(P{fC#X6-7Noc5+-B=6keyUnfES^f-rsu9X
z|Fvr_hTt&$L6sz-p-Sq2c@s9s2t-~VhM+90_ddMy!gCu#5=;Gor#NWi>_3pHI+23n
zQq04clI%BB2mVHE#)f-GV*i|@$G_322<+%P-+!6;8YZ81gyZtfXf&pZGG<ehdSszS
z*qYbB$<&`uFEUM@j0Q0G4L-!l6CQ3<{(*eD_Z_ebiA>0wW0%00th4*u4rdcAoK4OT
zbs)uurddhtc6w;A<y%080y+%TVra~QAie3aDl1XGNj0K<WhK}G9wDaue~8QZwp+&X
zUJt?R-rP4~G{|@-)Bt=(J5k^90P-=^YO)>J$yYu=HR3mA1<#=_KQHHN<#9@B>qo$>
z+xCCayxlfD#$rbhjE0y#7A%LrYnDFqQTP2iJyzch*KC(9yyep#tMSN*VKN$xY0IbC
zS;jm%RMdysI5T0p?5D6@%CGQ5*E4#;cj>*6@H!ic;|uMP_YrV%5O_PD<1>1~$CrZy
zK9dGAS&xc>1zmHX>qwR20i^NX2p~T}J6(i12r(~Gedl6QJPAek@i(#<4Ph=pxphDu
zyhnSKQoL)${+EW{)X>y-j7DQtVRzIei+v&M_?y40IJpkKe88M`MuV6qqUcYNBib1l
zW2VGnMVRYI=5_HhUhUPltOU<v>0VWSAzV94Qb{%T{$wRfQQ|L4iF?vMPg{9vqs(vM
zZG=A`eX?)+^dTS}CqwTCz?3Ak7!66syckjIQHW<ul&6$FI};C*nZy|lVs=4^j|4sw
zwMIt$FG1@?LbBBYqajQ)pXx;b*p7N9HT>cY&5Sb=qe0C5D9YhDD$bF!v&W**w%l!B
z#=HKy<alWNiAduOs$evP*$6Qk2QjtLv4nkp`pVzo2C?QL45TuRcIhmLiY-yEy!z^5
zzookV#zq`~0!E;FvPo7zjp}b<8gckfLPMCykN8k}6CRn+%%RRb@m4jH38NuQT#3Pb
zV?1LnRPSX)%HR;R7?=AlPln|_<D1dwI&7S{6PZ|rKAQKLCF(H!I52jAT=wAu#^M{f
z?DI63(d&v74RehYEL?%D_2`^7AHLJWG+-DFVxElE;~fLYxz!)`vvN#}_o@%H+u;O(
z1#RBZ2cb(E#<6xXtdxm&ocZT4W3U#ZLCoX80Ex%ZsMhT_IM1=GK4DjTuR%h~(3WYi
z824c+YXgar>><5dm%RI5lUK)Rh~32~rlKIG;uAIib@CE}pTTGd^De|J4q_4yD<-@;
zrqhJKlJco(2y;JTb_4<Y+OBwjZBV5_#yi`LhA_?DPdl^&PkDUC3vKXu5N6>S4Ptgj
zg_X~4tO!~;8Z`RDAW!`-C%9{c+`^KW{SbI19J2e`UhQdFV&aUMNR?Na4kKy_bWoz^
zu)}l?DH)Z{_3^=u*PHfMt(9#D%`U42ox~hrMnj#HkBx7j7PtbUDj^LPyOE=_>RPW4
zZ8QAi6V8Pi-ji!+kL$^3sD{N@Lqlf`T~!t88Kl2LR_4_7oGzEct+XYM79oS;(_nRs
zo~ql8X0j!(4rZ0|s9l5sf$MPqVL>nIS})CdET`mZh%wXEBG=-xV6}9QNYhib(<Ga!
zZ(RJBZa(sadzVAVXuZ|fjkwot1CskZh{<ROa~DpDT5@n9K|rEBnSsOGgx!;OUG?aG
z$O<y%tLw$=j%Z6hK{mWTKck^4Fr}5)8DyK*9j`ooZIi^Opi){aC|$8L*aSvT_{{(s
zW_6`sP6!-an=XO(BRt(e3s&vgRf^AoZD2H5$0=wIPK2I>Q|TcUWkrW|UX<YNP*>Qz
zs1IYU+}C<u(x~pyCd0^RkYTylTZ9ZZbSA~BvXxicrUllMUOB5vsNjI4yw+`I%61&c
zEF(OlA+}}8@h;f+-X#&47X6XT{Ae1&G<)oWb{sWr%qbA%HYp`1v(v=OOyXrUh$+pa
zxyvY0u+BrzUVhu37nv{_4Py309ovCwFeW(fC{NRK;%R6*qajSxThR&i+$&E-51U3x
z0XCX^14cub81*QwS99)q{Kmpku?w}~QKAPQ`0I-Kki%h#)2<OvJ>Pd=^n~xyd-dv`
z|K7Xg=ofc~tcCYCy7!g00blG0+6YENm@?U8oq~8t8C>iFS=@=H6bpKO!P-4^#=@Cf
zY6GrgK4r)-7H;nMdLJA-ebXJkhs2k`s>w6fBGnesz5J<2Rzs|5`K2%Rzj;Rp1SFLS
zZLs(vh)52KQs}os+FrScdJREy47E3mW<6B~ctUG;fO9Ad>y{5sf9Zo;A>es?#s%m6
zXG$|@t<w}2Rp%sh66<~t(oJzYo0_6&1tz$M`M{MKO=Ie*hHpc9=%Be4nBU$veNbz)
z-sw?+Jtw|X<ZiF2*#;tO>^7r@)UP;*vXp~JU{jBR)&siRB(-$?K4ksZj$HfFZ@&?_
z4AHC)cjby85nhQEDUVN!mEgSvw;{@*g``{S*3UjrFXKn)C<f|E_0&a4i=Mx!L&uw5
zz$+Y%Lb?1f8tS;maPm6<ZH8`h-(Mg*ul9?-fdT6X-0c%m1}#CcTS?8WR;|b(YFJ5o
zYe@VMBvB}vbi$o?+}5I~#2%zimD8at+?V@wB4_=!Rx%oDt(@vl1cd<1c4$hluvBur
z4?<4jjUP?siO~?I#9_1P!ge)hU)=<@a?ec3opCU`5_*L#GZ+nGu0=~BHwWa_thZOx
zD1b<R{Xr%Vho9J`Wb5{#CL?;nN1kEb9Vvjze&w;q<dO(nhWAKB8I{@EU_-tO(D$Q3
z)m5U*Bk@qxyDh}%v8FR{l99XfjYh$>Q#iGNJQI+)GAit{xIa0U()n9;)XJ@<9$++7
zhYYG{PIdGvnQn`C3A+44;h|4M!>X|lDI3!{1zOYv3Lhrj|5p8JT&yq}V&3d6^qRH%
z)v4FO&ac{u=x9<OMnjn2gAOIK9A|7uR7^9Thg3t{C!+uc<G^GI-Bo5F@Nb?D&3ZPv
z*!X4<qd|@l^Sj-skad7#e8$-)T^65j@JASp##Oh$>3%W;S9-fZ>p5J!=j%*HqrvUt
zK*1CB`d~7_5_xKNnDNg<{5nG_iWn|yuz_zzLwrAkxEb=O4^mMF1+L8bB5jfXc?vY_
zNOgvthM<EnucFteumNmfn$c*cm2qNbmeP5v%VejT#tEZA%rjw#*cfi0JjGP|Rd`=P
z7FOxBwSBrySqbk=J0F!|9D1K#gU14rM7gqwC*rJv1zoA74_)g{6n{#j1n$bG*iU1%
zSXigtzi06W7F4T0h)uac<Q%4d4IB727FLTF?zrjT_yuA5KpVXdYPL_sX32v<uTP@-
z)#KO$c^-0mDURntTnD7sdu~0VhAgZX#!p%H-hk`E^r6|8@s{#PEye!P0&*;@jhS^%
ze^|^7(+6?iAGuM-diG0MK#zs>etMSuXNSk&dBs6%ZX7sojXW5T+)Ixn0o?=a8~{nm
z!g~9yW>afTzA|jx{O8Aiest^|VcpoLk^38@@a_HQ0XY^{kA*F=Z<}{>*our_wP(al
z@aExbFrE4kD=+ETd*=LEVe807TN;%gH7_hM)g+L7j+J6zwe0fJ_6y#x3|q(Ve&E~7
zZn~LXPIO5IzWH1IoaohI>!O*xtfz)9kb%llxiIcTEI`Oqk64%VyK(g`6YmaN`PpkX
z{b$Jops)urWwoy884bzuGQ{j9y)}D!z3dvYuzFu{^?~#*Tf_8GDK1n3NkT)IcOhmT
zNYOV~$>Y`^hC!hJ<@gt?rSB%&{uE+{6`$|)NU33CVRakV<-`qxwt$X2GH&Pi1L<c~
ziVDSN5*p%jIb!B2%qwTqt6^hdwf<x2>%}*{2QM?fIbvS!L)n1ow7n8(u&|zc>V<)$
zktU_lhWl@NF#9a=w-mW2-dq_=h>O^}ZFTo|@9pk(;|owNWGpR!r%|9IpZGAnhAgbT
zoqt=LUi41bs@debkLvvL19W5vnM<)3;gH6{dj8a!J8taoR@hoL{NVDXqrVS}97U2f
z1;zmu*1|=L-)QjqBVp^oV}>60(f2R86}#gs)icgsU3{?4vxQHGt#RKU^<<q}mP56U
z4BfHFXh?==dc=Nge5%LtoO1Tn|Jhu=BW#^}<U^0XdH)x3DJ}aE8!u{P$!58hiqR8(
z2<h>?R-Y~{JAY_?lR~%?pw0;J9T2vg%V;!a6^38YZw*<GcKrF02eR-cE%UD#4Pu7S
zzup0MFHtuK(&EPCO-diT>Qe9KkflEi?CO6J4MDd<lgj2Pl^h*bLhiFAj9o^9n3p4*
z8FTF|O}jk))Sn@Xb~L#N7!6`#+Ag_(gxj8RNSpzVx&JbhUeP)6%deQ+B1S{V@=92(
zzJXKlYP%JZTX`L<7Pwlzo;ozl6)4&vL1ks`o}u>{jc&VL7p+CZq49o2^2mYm0r=Qv
zPL81pMx(2!LK)Pi&1bMdaoUD%;Rn-A<AKp2COVm7E-dZD189rA4x2hh{{wCzeE!hZ
z(+*w<n4_fqQaqqmT8xG;GjU5Ot+1lF6dsuL-!W_YQCVo`&2Y8;<IUgnc=U(aa`Kmq
zG{Io56#S9T-C{qWTJQ%V4K0+HbIMHk+~tFczW4<y5Tk>fGa8L)M^Gfr>RS#y*;3ju
z(jSIi)Bo}v@?pbleB36{=)68d1`nHr&uk9C7dMI^YlV+*rO+N9%}@uUA-<<#9d+G0
ze9(%uY9yeL{USFcm{oi1_>#+(WMqY{-<rM_ZJU3aN$D63u)FVs<Z+R+qL3muh7ZbO
zY5^HEsJg?h0MjK4Ysrv%w(lJdfyVj+0~`8a&z%i4i8PFeD2AmkOvp)ogtE&3?U8%R
zi4<Hb`=rJeQHBm-Gz6Lk!zz)E9l~GwVFTQN%xDPtJ#1q=xwJ1d<5$}@N^zL`TVcXJ
zev)i4j0XGr#DCD=YAcj-NjT$gOA2%j7EV7m)*TLcE|%01xj44UQ19zcjzQw$2t>@r
zqQw!&bLKN3Od9&P7zLAPrG5(+(Pu#VM(q>;RunG&r^r1lSy&feec2y%Tf=s?{?ITo
zbi0KaM)86hVG2ZD7X?$TKQzb(o_0uHU<XS;G_)u}Az(o-5YdPJ?a`<Z8H$1Fn86f&
zb_6bsu&~t8GNf46AE-$6QSW6(vqK=Ic-07)m6$R{CL3NTMCWRHY$Wb+`$iSh>wl{I
z5`GSfsbOxs0FG8l%JZ?4cok}juEs{6tYQO9ZHfB23b?CvxGQjDW4+UsvLv27d!*v9
z#D+HeR9tIkJMAGl0pOmWQ!n2o+XJ`FU~E(&utVz;jNeIQs|x-H;*yWuHtP$QIHu`b
zgH<%+(E42(?547wA#nc>PH2)=<J}<VOB%(BhlaXCTJJ1bO%h>werXsVRik4T^hDD<
zFlPTqR@JQr6Qd`ZU^V|lRMj1cGC6Z&Z)1!SJ2dS*8I5NnPg9I_D2Xrl_nXDiq{yJ8
zv_Y|1huf4)#eS$e8g2gJhL+)(^&CBgsfgnrn%uL|KgveA_rsZv!!srSR|6qmN~TYd
z9WCR~hsODOw8t5JN(vx_&*8=%0@|pTA2Kcy3yU)U>kpb69)%emlEW25OCsg4=uQzy
zencjyNd5>y)ekrKFMGIm9T0T@4N*G!gSeM5h4m%(lhOZzuOi6J;%$X`Rs>Gd^@nzP
zev=(6e+$9SHa@55ww<E)^ar(l3bs8XUslAMuXL`u_R8!yQ$T6=$feslk8f>SC@~t~
z_a8aVF?hzHTwV~{h^~O+IHQINEa+65K2Y{@R~`fW5{*?LTcP7mk=NS}!LV?y{d>GY
z=lAw@90e`Z?^WkHiGacXR-UWd9V&7IG9%~@4RRzh(bNM{tY+Sbyb0*pYB2fmBe9h-
zOyepQgW+<m`tdPst{=k~3`ve!naD1Ke9Q0_(CnCcx7h3DtIfSn^akK3a$ma#ddurk
zCMSS|eeNt{%wVM$4Qivrl-G39hr;8@{jei_$kjGd68T||I@AGEE3mLsk{Gzms6Vti
z*bT5d>#ClRk2!mVq5@y`>Ij&<ArS_Nz=(4fHY&~tf@JguwNc#?a`#)MSH+uK?HN`!
zS30>3-AZ5*ud0e_jBZ&48Y?}(<VeSYjz8!_OH|0LpbeEoot0^sv#4|xmF*vBMV04%
z3t@PGlwESQiS9`^PEy8kkf`tR@(*|Or5o;g`G*@G<2e3}bcew}Otewb#caQJfejaJ
zs<vb5ylR<_pIJs0K~{WfaD$MMlc41?!M_6KvN*J{i+L@$EZDI#Y1()+YL2Fn2x5U<
z5XF+mkc%N|47=J@b)%)f?_Cog?k2yB>RVU3YaE){&wpiOWf~7>V$4RXh=rvt$TbMl
z2R!eq<l#Clg{QvTwd<p)VM~8#v*(he-2ZsNpnh-;qd!PbT0<?`(cn$0wxc0Uk#uew
z`c`;{y9zl`*4I`156mgvq)jyNE*}qf6EG4L_etei{(sPd^{7nkp)gF_aBu0FW%r#|
zd|nHayQjvYhX%CfAMK0d%q+b<IRUY|NYx%F=Yr}BIpwf{a_M~+>^y5g9weM_KG5vQ
z_y!E9Of-TgZy*s!%<<i|L*<ST)z)8hc;7D=n>!jkw_5n~`XYvDt-<$koqzYYYTWhH
z1F)YwAeX$#eZacPjYs#%&;`{9ag)%}qjbdJdQK|b8x}G8gTx?{6E-0+XfN1tqFg6<
z*yqhlVqM@QTz_ae;@$m3V-27^VCVO)byl70IUj=GOF_Pbhiwf#f^=B$t%#Tlr+<z2
zffEhfUpw{t+z#W>mJ}AS4*s<3cOB-w*ovZ|5IzQ8Z7V8yKNVY^;n)X;UF|7cV$1Q#
zY=i1TI73m#{TMCEA^{i;&L}ci?ExG$so*F1l)c(xUSdk;ye_^<QDr{4YK$WZEnV`u
z`O(R-!w!vi?X`pC4iGxjU0eA;-i4R9RiP{>H1~+x>r69xlJpo<yV{4HZJDnub5u#0
zStixiW+`s7#_7zZR+s0e-thZfb4?n@XiyIFG*!M1nlS<%g^3A%idpRyo5cRv*oS(9
z%UV5u!HEw&19wKiPRaJUeeUf;Mo+xM<#x<b1rG>8yi>cza8!teb=NhIK6AyxFs0}Z
ztN>3ErCXS2ppIFJ<03})Gi*%DB@3(X(gC-B@(H9G)gK@!{IUHpYD|Voa?ZD-D5azR
zaO$*w#Gf^kn^@&>hzgxqu4;vY>yyDc$-+9f^_Klpv*D3F{UJ_*=^6~QJ5fG6K5z7~
z6TgGpQ_hDtB}k$k&-f-}=?~4r{a{fNtt1bgO*nj65FRg!7U0Vo_AqdzWMLg#`0T{q
z1KWq`Lv)ih*+-%nupr|`AG)Tt=#Vv#HAxu}zNaPn29Kpb^pA7#$Muw`qL%Z3yH5ye
zmVyaZf9Ri%!=Gl-Pb-8CP5KxjUSwe{%SlZ8`ZUN)r9brV=D1bjD}<3raD;|21$ZAo
z7S<nEyjA|^QLsYLAEbV_ND~6S&18Ef*z39=WLa2N$6MAMbz{r0HK}HCbkkt4Qldij
zmFp@rO&^yP-UIRUO3i)=IYRdAaME=_9aJV}1W|fFHvE>icfytok<1E`sNn-CPn5`h
z4T;Ji$)(SK^=5oJpe!BxpL4P&|2HHq3X+`PtT^}UOX0qY%2@il+%uDdTqSOv92Ya9
z0v?vK=YdpYVTJE&c=Vb#M?s>_(Q~JCnmroC&`9CBdrCS}fU~!9AS9XuN%T!1t3_gO
z_}iNfhD0+(;vSo;9X$v*Qg^Cqghh*B1Fo1e>#yd`4|qt*6iFO3Kwx1l>d|D$$<M(c
z)G5*U2-9%^R_<-XpIY%mW|((u;c?AYx0u&6Y%RKdYp184>lx-9tHLW_VLITw?|<#t
zreT<OETwKfCi~6ClfK*)60Bpl>>T?;^dvA;v~*=1d&W`ee@$-)&uC^Z4L#GiU7s-T
z*uRU1&D*vI<f0Rtk$PjCjmShHrFuea8q9ogW&Ukl!`9ae(-*(>axXVb<2V>HiRNX|
z>9Gi`7Rqc$&JT}4;44keR`1<FAh56=4u2op*t=HPQhWDVVR5AD40om{A4%<4Yzc`5
zW)ir`pm*4`dbut=<;WTF)=_hMAAtUH)XODN*P$WR&a9#)*;{^sB-xI7;d>bZ3rpQ=
z0g|7F$M3&-V_i}&*E&;0`gs>_!0$+Jd1K!nYKE;rPxZX#&#k}<GvFUKIrY_#uYkQ<
z71x<gy5m-)g8UAKoP1g7a=j!6VmFu$6Ad9{Kui>)DT7;x@j^J__PLT2*t&Y*$VD%1
zP*FC4$=W;lGI~;vPtf|+bEZQ9?+dZ_7-=_4TOOQ;WnG)3YRTAe&(0^Kr@CBvZ;Ew#
z-ApAHh6lAZK3ZmRNl;&yyRXU7go#Uo<jVK)9G`1)6tuV^NKTTPk>9@kov$5qE#xR%
zgw(AlEyTNcB8pEacE)`LEF7y0aeJz|x?m*d2BAqXO(Fez{a5OQ#nnL)+BLr8r-vVD
zv}T)IJ8ou*bSQj!pfB25Z#?kb?!wY?sFuZSGaBlTz9_Kvz`hTYPPnG#4bOYz2E=4b
zA4Y?i(l?VSO)~T0m=nU452Gh4!R1upEcjhBwCT;MDJRx~09gG|DK1ljO+rHqgN{M;
zpL&N5&i#F&sP>9Ya*OdJeC?yG9Nb~hdBrP5Nl*<K4RI@Pa68^>xr*4bpF#f<3#;;|
zDKGwUGfWf{&u;W^SvSlyFer$vLV>q|1KRIDCBJk%DJ*&_lFp>ew7aZE{ECnm7DQ2l
z5ca4wt+OX<cZ5dE!uo4si&m>XItlLFT-_mj=f-ow;tYl2ZtaqX_0VyxUhBAeVpyCR
zBw78`uFVsQU^cI}pl0aH|BS~QMR+Qz-mPwKIFRIVbt!XuT-dr9q#AE|*0Ociycv<k
zR(6q)V;YwpjyInw-o#$R!qPXjt-MV)pYg~om}-MbQ_oqJGU#gzq9PJ?iF$WPZ(qL(
zmQ!G1se9`%VJJ@9x(r5vkwiL1$?D$jg^kC;N_*qowf9{Ov9-Sp%Kq+%-XY*GFW66-
zEla<%tb02+MZ^57OxI(?pUhN=g|%jOhkg}TLIm-D<7eg$xV$}e!iT^|qOGSB%Jin%
zWO#Y3+;G7B#VL)R?z|W_85f@X(hv8ZSf8}Q^{I#Kyr*cw$>5}Z-Ky1FsWUUFHhkSV
z(b`j+-hoq<1y7<$M|H|MtzGUkJaYe)=RR;QcrcT)kK6i1LF=%%QAyC{Ms?rsIu5j+
z+cz;}r+!Hc^Ur%$p{e#PT(Dqa&3)shz7JjnYuJZh`fE<gA1eKY)I50?{03Q>y&jev
zvam+<9re?$6T@L^c%P5<e%WORHk}kz%u~F{i3<yB)yyt^tvTt?FEW8aQzA#T5jQJz
zS7Ao{l{V(?u}6okA36=pIc4riZd2rtya4G_J!|Oim%e!9Pwzkm<M`0_wa#jSNx1J&
zm<>@0v9L;We_uLnInca+?Z%yZ>dXj>I~A9%f>8<rooH2CGdm5{2liTFF>UfSQ|%Qn
z;mN`}IRDSx?N8|lt6ArRb_1{*#O;c&B=l5iGpw{F9PoliYp4}M{p~lg1F^7f>{hea
zfV)Cr`lu9l2dg?_!HC5#ya-DL{UJ&fiMt!oZR+Z?L(`i<5^v{&xIuSYT#odqDqA(C
zthTPY?a9&}ogtU@yp6T`zi`P3AbGatQWs{wbfbkGU9siMW$9{rBp7O>#&|*x_5>cT
zqJr5sqcS^tDxS>+-_G>Xz7wW?)&tb-#tql>d-}2#THWk>@W)PAGv8BDm*dmI)+yuX
zY;7BDPHJakzKldm$omzqVzrSf+JiV`LDB5=VVLHXuLBX(`hzbwlmtAX1$r&vu4dIz
z^@ot9KlEC{U8<_oAs|QnK^=-`Gl{H<5_qn#5Z>!7l))l)W0Wx#)`rg}eV>0S*n0g@
z$<;;2d{FR5Rn73YwZwo0wTQM#qufELCW5y^*3PbXJlWx~&*kIw(zLj4ig(4p=m{U=
z_(j7YJ|z~^?!0c6XJx=>2y-!DCcJ_9G>@o2j8xBl3O&)A@zh5j&lr6oj14v3lF?92
zk7G^E)!>kNuICV4kt;Io+Bo;?FyV+(Q4$)eNG9%Vti<H1R>$-1e7lxiUr#u|{PE5J
zL=lLGk=`2~x3|Y7FAQIp4R?1654_vM?iAMK*becCB6rzQ>5$(IS>AV`<oI5L?QZ62
zH%S=754`d%zx?K(_Z$m5P0F3dq!vuRjE0*1D%R7~Q;(Lfs>WrNd~4-oZZ%1l(NHz7
zVe^{?rTh5g>tAbs5lFYz6R{5`jqBh_7n?604N6zO7S#agFTS&Rhh?kVlXS5aVsTKq
z%5<#KheGek)tQto-U$)S6+5nxnAW{t_q_Wv!q$krL%+Bpr=2UwBsA1SyelGFDoocM
zIX~mscedC~!&Zkb4OVtqVC)@6Lzp-<h=oB+6$l0<N!`*t-{sS-m(dXBb!hxERgYt~
zB>9-5`$O{PLOb5NabeL&6F8$GaGaLJq9DWS;WXIESy|Mg$tP_AQx6MdMl3;k?<ivQ
zgpV_qcp!+sX~(C##&(50p1H%%|LB*|IVPSN4PnX%8E1{A79-x_rKauoLzez93@`mJ
zq9JTNy$~YEuRcq#^meoXlhF_+9&LzniRp3vdLMn&{)_6L8n#~jxZ{{MpAH}yB%>ir
zjCK|$2l-S_7lHC#xc~Ht&kP<5nD-)$x33rtVal++Q-hcz)=X~P;Tw1$B<G?Iqwn8-
z4q)CF#AGytiAO48dJt2s{9t!<aOLR_bR9SdFr7_4SFafjVPd?qI4y|T^Wq_udmF>s
zGk1(T>Ym3w=na_n2l-?)goy_-VrCGNHel7E2ITGLyVQ(^F!7v5%noAaEj#P3T_1tB
z7Ajdbd~6AxdN_wzZrd3RVd4RfxG;$M#-?E}E}7pqY)v`#!y(5%Im(2|Xb2Mzcf`dK
z({rGswqIN8-P}%qS%x&;Lmx(?F@=mJJPw1Ay*InmLJ?M;`oplDrvF7WgejwP+6TAO
zG9GF>Wnvg2a!04XxcQZ0d~twnr!gAD#9a=VdRuIRwVsbpwgqb7lhF{Sd>O&nMRVt4
zdO}iv81|*~zbyShnDU}R9e7v(BaD2!(j2ZoD#cXUPaelm|I7Chn{2;4oO5hxOa)%s
zH-KPdVV(E$tKZz&yHnWO+@t@i1z$q8&LvL7(^lNotB3n0YD&`4PMv9!OQni?J!Flz
z`1ezzi%!PHj0~2_2XmOn)ImNfxW{gSbz)&H%Bp+ogs<RK@QfbM=U@4i9TwwNbKG48
zdbV!l$9G&b<zy=?B8tTI1C;{>Gt4L3hc>v~DwJy?*<yTi1j4&<OUh}mcmoXz7MAkw
z;J8tLREj4RbP^isBzfgpZYF8u)6h&~VJQ`a0||ACh)?`Ip^!V1$Y=vw=ULPu+Y1PZ
z`dVZ<uocX@`&-)CR!Ixtp!7Ti?}|;|dZp{HT(XqPQ-5g5x)muWZGm3lE|5-|lq`mM
zi~d-vcg)lFxL#MF4oP}>a`uek(j6y^p2UlR&SG#7pXTzXX1Dt7gH|fPH0icj8pLPx
zgpc<?#OXnNdI3cZ`1iq&elCc~Xb2MnlEv^Krjp^tkfj~7O0gn{$!IjD+SRGAw&^C}
zWl%Nvyh5ifA(g)wAF5|eGa9M@)4M0?dG-P2AceHBC?L6E*=<6~haDnt1H4$=yKB+&
z<3XF9&1ZKKQ!89B%;%R5&rJM!CT%_&NJ?J0e#^qrUWV;KeeQ2n4Blj?o;i#Lvb?7u
za+GM@(b@Odiw<6w*&}R4UvIqhg6_cC@y>=eZib2HgJM<!f~=QUuKeV!i-ZiyMD4L<
zj{6rBx!dsG^S3{~=-KXJt8&;^%OCx6oXZYw)rwmbJ8lc<*!0$Q$K5;N<QNFb>4+pW
z)Dd{INc2*e?l`{XtxE>1xd=9|8lEs<+qi@g^TOhr>uuc&JIbw6XN+Du;kdAvubSdk
zODQSVuG;ZxX`yQ(ZQKVIx2bB~fl2z}W}~lKr!);U1@AYB-U`z-)4i`grsv#yTEGhK
zvRjIGWEYymqe3ZQZ|~Fjt)F^)LqS;Fs+!`mMu}SY-Sgu3lZG7O_R8s4?M<p$x9LZR
zp88_VS+Fk6>~Yl@=R7~fR4t>?O%ZrsQ`Ca#!e{4bzSAEDpF#i2$+h~rYdZ&EPcz?!
zB2IKrjls8JG{~o%XfXqAA}dElB^%BPnFnLwn9&fr93RZfQC7=y-OS+SFdD){uR<&f
zDjq#7UiZ}EgB#DjLV6*CQD8D|)$4`8*>M!6MOQP}Z>cVvQ^oRNU23xg&Y9Pas9EQ{
z7cU3RaHeS&lhF_+x;Ek|52kb~TI|^LXIZN*5LLBx-I?z^iI~qKjh9d5p}hldo;fsn
zZg!P+)x=d}dya)uw#y&cc+Y$9b|A0EwG4Wj#X7#l**)IdGFy%ViclA06=yE}z!#@y
z*WC+4YsJ(H-|AC=n;nk3lZ1v^E8_tsC`^}4^;9`v-g*D+*WG&?zB}w-CZQorX=x{V
zB#2_S8gKjk%)~9Q(X-{`vAgeHgc5Wx-Ckidg!urDgET!3e1n#3n*J~h0sSxM`IVRC
zpp`=HjOxk;?dda1*A~qEHsov;U?ys|AYnAftW;@8xCpKuBqW22a`5P3{BVw2Spi0}
z@>6rxNW-{gG{iKHL-As;*T~w9`upr});)`fv)Ian(GaG*Xw?vN$4f!bjW%EZ=_pd`
z;wGI2emgS{s#t|=c!w6Fp(^kt5Ok|`74b=!lL{)3aSd|pZu$74Q$KhRf;>;!wY=SL
zYx=sj2l*4LtE@~%aOi$LA5Fs`D1bM2AT<7QTD$aDA!_oCRWIC7`$u`eD0^u!9F8R#
zxU4z5yzpapWa`6gYuDZ1UlO0&SB`f1YaB)1hC#q5-X>4={8+6QU>8~)T!V+W#L>W0
zFm7j^YM5IYqbDi4E%R=}sg8v=VAozVZq+S!!Ch~S-v}2oo{rTU<vzi%pHp@CbMd;;
zHCK=u-`G>LeJWJ<&4_WMej5+51WtA8w62XSN#~(8)z=ZY5><q`g_0mq&Dba6RaLWV
zck~4YCk(hB)hsaeo1*usBcmsLTz@3$MGFfd`w|U*=(IUFVzF@ChOc!fA10(91b+wq
zlh6?U4itP7#4oNWDz^i*$XoMRxNlABiH>SXLPND|Mgvx_Z?r6y<7<U0F%3&WT?V7e
zXb9g`Pp>+!nBF~n-t{n$ek#9r|E7Ad3*-zudp-!rt8SQ84fA99h7$WZRkv4m%H*Ob
zyhB_9snp~ZI-d<v5p8gqshrQBpi?%e(c?Cm(Gb3?B;NJgAo)xRoHIT8@{DUUesh(|
zUSMhtum#O=t7AXc)k$fH%}R&e!L3(`R<Elb>3;b_b=N@IA!xo>qneY1p74=9@s7gp
zjMF0)PI|;QL)NMI*jP(6)2}E@muH#@rW_n{dTH}Kon_e5Eaf<Qj+S+`LcWqv7yNQx
z&(O6Nd*97(%sd^pu37XRqtTdlYiUFwUw>i5u^G;zp{}jCtM2VL4crB>#p*fQMy}Rv
zLAm`$wJ`}jRhEPFalCu&HKKYIWj!1J<cim8ws-OI3`Eg;Z5N{_e0ebSCi3IOf3{*(
z?-4gbcux0UQop#pUk?|5J~qA;*&!_f$7;%?-5#6CaHw9y5$^@-)tM2jS%1Ae;qjq8
zp<~_+%8Jnt=I1yB>fueTsw|9(DSAWO$v0p~vW{mogzxs9S62GrK}$uhHwT_eu)n<W
zXEcQA_Lmn^2UL2Fg5L<rfzc4=2JE8->Jn8|l2Gdk&s9l-Bp40VunTL*s0y16M*}va
z(b&>3aOYXAX5pyxyJvd0t($@G4Ke4L(IDnfG(0<S?#UVvD~lJwi)1`HmaS$D95Wh1
zKL)FCR=l0bwlO_2c+QH(ladacli`Ra9cKyYHQ$V!SiossP2rU30qzXT*22KX1-~pT
za)&<HG`8-5zYf9x7y|zUWlcguwP5O{M18nlT>wD^5l;obLe6Y~1w8;nAG9KKx8n4C
zNE4$@8sL(AR^!yq)((T`rSu2!AotSiMU${V*>LrTfd%z1n49$nXF>mmNQebY!Jnw(
zG~XAvcV7L*bMt>cCT!^g#Y(>0uHGeqEmCz`0Rl0dLkf4wqdj~5p}D&icbKrCkS-^~
zb{pyAOI=SvRmem?OY6ID?xVm|{b5jb{VxixrKZaew=^R#8_@<}Mnk}I+^{8c*48U}
zzIGQprg+iz;?0@wTBcFYXb@8lB01{oq9k%5V{#ygw_?R}Tu~*v9vXs{!DjO2Zk5m;
zcce;a4-G-PL*MK8spzg9A*V}V;DV`;xre2rSVzqct_m@F!k5`uY9DsC%^j#8>9XFr
z;F56OwUbO8$Y_w&5ood&q1n#tS8RiieK@VQ1n-MAI9A*BVAXCByh^G+P|irNUXsp^
zmPCtYK~^kh<?LN{>tE1MsU44FJF?+!1}wJwAV8VzPi$RnWt1)P-p+6}K<#kCF^m4F
z6x)JYqW?uS#PUP9ntmMVy;`Uyphva;^e9XpJA;^vhA^ih=1;I#22A$=^!r|g@hzQ?
zhbKQaJbe3zGs{3l1_Uu_)u*nK?F@-fkVH8vkT^hHwfrKallOE6;j7h#n!(qHoVfii
zVQp63Sl8VH7JRw8FGM@{`gMN&-+BmXR;7?%!i^VC(78Ox#h7IohlYhUvgV|QUA}}c
z@0};C`gOsP-Q<d2{@87KN-}zq6u#h|$dD24x*p+1pLaZMYWd5@!r{m>mz6(lKYWy1
z4>BpfQKCsgPxau%FnDFY1Rpws1SL9Z)^qT^v&FG*{$2@DDf$K=jfc9><V03%W+`lq
znTCVDRc7t6AkoXdnt0AH2U0`)VPofqzPxxopIOD?!mU~z_@RH_9e>}*`+L3m_WDYy
zv*DtQ)<<e|Qyh)@_pso{gxEX?RSijqIaG7-tDx%N26c|nP#rn&UQnWy=22eB(5LfN
z)&++nI;gqIx;!*gmwYq0iBlJ=#Z`ZGfDS1J=kI;u!PIqMnp#AQZ5?Q$O))k|{5L27
z9dk@?1QJs%&_~ijCZ>Y1sN`rIleTN@2j_N%vCo9eXsC_}nAJrq64fE%aetOT>Lr~Y
z(@+Vcp-TE=Pi8pMb<Vq8KegwToldJ<1lzz@4FB|vcU!}uhNGndnG?SS1@_u&za4Cv
z{-2QZKI_+b4L}Zx=BU(deG20n8WFoZR_q%e!#6&3b@v)@_OWBltP4JWd_0XW^a>Jf
zIFvI=SmH=(d+G3}kGkTm?}#T{86=u%Ak04Mhj4>wRcbG|ps=Xz{cDey)17#kgb+uW
zAe^hs`qG%Y7jphLS60kv2gg}gkA3f@FB%Ua6D(g35kH_veLH-Y|M*PlgAF0Be_VOi
zjXw-`y8ydR{I0sdo#9sm>2+7jdo^OO!gu-6_ff5SpRau4i)D>LM~{GOJHEbPG=z!$
zD)t32wMn!-`n$!gZ6BTB>b+Ypqan<8DAX2Sq3W%2r6t~-1T~H!-l^xjFBi{$9;4u#
z5$4v!Xs9MMwc;nmz3W+Mi)iT+6p~018p4!L>;537GV<#}R)f8JkEyvH^ZqbPz-R~)
zHB}r4N_piy<L-T8Go0oRe<AC<TgDG_G2ON^8p1@?6*aJ@z4BCU2JAzuOa1=S_s=n6
zG8)2^&nYxkm%d}grRB5Cr&oH)qD!7+Rpi^mzhFbXa~-3n3Rj@2)K?XHk_mWQq|SLD
zHaO$xuGcO2GYnGtD_8;T8|zIc@wXyzO~B<#9~~VT-vmPX%fH`f%?i20_ATTgyHvy>
zQA$}PDw9HkOkE>Nn-cni^eG7qHE}D#XJ~l5cjd)SdvbiD^jwG<yz%AD@7^_a9JJ0E
zy)HJRA?!Vf-3YQ+d(yX+mCurq_O3-~^UL|2+OL9`np>}ZJ@MH`L&*Z!$eXC6tVI%f
zs;?IMV<alW>6}W#0oPKdemg3Ez_&x7IlEO)xbTdI;B%#02^m))gbR}QNKv`JOZ|05
zjjeP0g{@WMoH-xwKih2vYLQ3{8a=gtaTIJ4&-i7{xa%P9AU#NO(@DGPeL4m1MeiOt
z^4yfMDm$H=?*y<SzCzZ$w!GuVue4d5KNP~ptR=M{{|h(fGlQ6SrL5fga->7pQmH*o
z2s<u{jh!XZg5>IM-~jEw4tDjjF}f(3lZz_K^t&j)OJ`awkl&%=p};rMQ#<-L;#Vbh
z*W#%`2zz-mBA?y)<n|MZuQpgu{TTvga6Dg1`u>Urp)PBVKW^yzG51xK!GW8^`h!?S
zUswDbWL1+9JynOi3V1mYyTxr9ZGGyK{z{Re<eY?tFpt6})Kg7>6^309h3ExXIN>@#
z-DT}odUwjkBcMx{_5S<mv5(=+vOS7t*HEj=jF4<V-LR5Rj7v?z*-+FBcKdBV9{+IW
zS~&MrEbkAAAA?fRjd5an*M_uFb1T*FlUq8?i#QnMOKBl&80bfT_$bi%5b0vOcKSx6
zWEwf0D{t^bE~to?$MA6;cU)TChMd~-;W}aGrPTVa26w^VXOd)9dTf__iZOieuh&0Z
zcplFE*}-ljRZy4iR)@r&s)Y}rSh1jsi<Umc&~lP-_gGjb^j-Ab$33xgmK|uZcbm$p
zB73J7vgjzkCqtBX0#fe~!X{rmc`Xd$Vzhj)eWGcwYZ*Oh8p=~NL3%H~n!LaWjT`c9
zctu8k7az^7s2jv*^n~9t1sao~<gKpTdh6MK{Hs4-e+<~e=5@Da=j}cg#N8r@&1f{X
zkhuWsID1{b(WjF9K)!YTVc1U8{~{W~-GLUMij7rB1UBf+rB`%JsRO*S;}o^A>Y+hQ
znIirf=<`Iqe4QfRur;UF6rP<^1J8_x@G<AR-kNhQjEaKapi}p3fb}ce&|)-%DV0@b
z3-?+!6`&30>B<=FHf?Az8p3ol>w7WPkb<2kee=t(Nycah(@nPR#iYJ?qsuujpY~LR
z)M1(0bTP;(kxt1;eSRVP71bi2bjeV@m@i5ky&{X2V0x_tr$j;PsS|5ing#}~R1Sm|
zZI$B7s6Dh~)_Y%!_%VJ0>?3LKgjkV=?kt3N8Z23;%zpQVQF~7dTU|c9`J;MPIVdP&
zL7!m}jo#05t6dg7A?yCVaG9>rI=gkhuI18pN;ai^d)<7&XSq(ryBzd^9T2P8&_hE_
z>1-Tpl#5K?E;o!dMuV8Le|up6)*qpB03X(Ua9KfLH1sT9SB-~FdSGla4K_wYOruhY
zBb6a`2e49lh-DpLXHvJTZ^dUP+3qo;AxwM|ERju$9+4rvK9#vD_4iswHiye@OCR`h
z_N914+(xOP%L47cXc`e!itWytW4^jx%<c#i`p-uXiJrZoe^?YK5_d*c83bTqIsd~?
zYZm5=kXj{$iJ8<@s1`9Q&z&}-K(KJmZ{T@5HO=e<!H$BK!MIIALqd20@janh{#rU?
zEm%0&%~tBmIIG-RlF(2sn0H#7pCyN++v?8e&-+h<7zDL6JAL2K%YT4i9j&9wa9xo_
zys#)L_DiY>6EllRswTG!)J7c~kyh+Hr@W+{T8W^1?T)Afo{ZQ|WTrRPg8i5(!#vKS
zP*vutgc^Fa;YQf%2cDZU4%9|BOS)%Xjk6&L)VuCxKc%WL2wnxdjc`Y<HgH(C<9fp^
zp{D|arP2Q)8p6K>B1{t5wpD`pZ{VF4*uBRSC3j7$Q=O61h)$JMQTevsF=}8Wp{J^_
zb47bKmR)5~J`UX2obqSsC0||-PL()8VJ4v=OzEg~RG4m0(Eg6fqlp99!AwF!m;#Q)
z!6|{n!BvTzcB@sW<$q1aozZA~se0l##j~rb?T&ll?>p*)(YdBk@7rd6h5JDc&q-(q
zvp%W`WDj-{yc>_GVas26N{^ZN)&C+IjjdL)%<-f9j};RN?pXY3OW>C|evAe&&jnV6
z3_{Py!6S7;>Sv{{-eoACJQ)pPKa_&9$f+V5HggsY!-dfh_Gd8S0K1AL-t2e(3R}L=
zm6cOv&T2Y{(jNwN{V#e;ia3|)-RtBSq<v^y%U2LpPgWTUP!0E8YDqI3iK-{7#IA-`
zOKh3RzfMk-xYgxZPK#``=!Cx3NAJ%Xx&O1MX|ymJ?7QP(s<FdpIb~?ScV9_un!_oy
z{y@tt>3iWc+AvZKZ(mQ3iU{NcF2?9$j7XO3VL`v552_A#_rz!FcwJt?!ou}8DF2YI
z4mnF?I@Ls?!h$r`BFPV_BIHx_P?pf8*QZDBJ8Gh*nh}!F5T;C==Ey1++9|N0{crlH
z)R;+V2ovGN=|Mj4KKAOFmo$SMCOX9r$$uK^Z6?OSgD~XlxjuogAL@#PygFV#(x<#!
z*pn*CV*}zvkPhBA-K)`B4XsDb5ShT4_R(Ewsw8)?<z9AQ>(n`y50svZ)TD3m&@wxM
z*YLesl;o$>mIf$%XF1@~QxbXoQ7JNjC!c)uzvwMS!u%TW5^0fqeDFB#f9tr~R!que
z3aW6{fLKv!9t{@nvYEC6l!3(~Z?>FcG@5Puc0_MAB03`%A|8cZip*DC*CDmUz8~vq
z40Vl!q<sHhCD&?~;966I6eAuQYLLtk+oq4B+_|yIQMm6>R&{MkYPagu@U5oW7!B2i
zPhBRO4^h@^<gC)z|Ei)LQVVpmcy#Zf^~^7b-aw;cI}UdZ_>KV|a`X0dec-@)xQL}c
za9tut_f<rnB5->^7W8HgeQ5H<9`bfbj)i-fM|<6x{PYyfjd!U-qeOpb^1()OJ-6{$
zN`^Mo?!zqs^MMRwmC=y0jfF-gn)Hpwi(=7|VREQOiw=7&uH;ial2@Cr5KKI&<<0?r
z&HfXH$r)<qb9;x;5a$nI_dE(xg!#gq=2gVo3cdgGl8pD1y+0F;X-0W;8Z7*j6us^N
z`yJJD1xhG0k`IS3F@s<ZZIHM+<~6@`!lJzXcVzBE*@!hpon-XH{3FPG1I4_&c3@}$
zvqV)YkjJ7?4K7FC7U)wE=cdv&w`*|_sgcBJ2=is+y1wFiq^K~7{m_`+;t@+;w5aUx
z*YFwEkQM1uS_-jSRSF%#?DWvAQs^EU5)eMs1Rk$Kuc}|!lF?8FqoFE}!YVQ&Iq`~;
z@+$fFD1-r=^$~%)w$iIK+C)0La37hJhS3ma4`etaf|F&H{CZ?rCBGgT!gh_dmtV?K
zqo#uQO#Ct$!aN)K&5n$Yi8Any3@jg-WtoidjUzcz;x@#O3@?jS6vhpeFa<Ekh0#zO
z3b7I}FBOx9M@1R5#889M0@(IfqQH$?=1Vdfs$nhGkQM1S6K;!|#u0Pc4Csu8&^IA^
zTAp1LL;u9L@L-KL05ci_#;cRsHEBl{PmgtX&@XXZlVfmla#9dYD~Zo2(d)`2Kc>oR
zVP#hW!eMMc3r_=bu>n|6guZqB@lVxwBohJ-bOVNA1U0aLOB;7K){&#m@#^0p(Glz-
zkhsm#iLsoSqN6+$kaOKoWMK_>k<cueN)ZcsyooZ#R*Ebj1Wb9Vh=min3=dMNrRp9-
zwPc%gACfdj02*kVh*>s7oy@|;ATS_zf3a|u)O$kCaW(FSI$n#r?9&E;ESVNlON@qZ
z0BO8S9VaAGP!uimZy-<xB{e~QigBe<Adlecw60v8>hRCrxVwmjr2~&?#-#?~@?7)^
zF6WO}bkd~U{*YFr&uNW2pY-Gi*rJKy9!QEvK};+xb^g#eY_;z7^EvarJ3Gv~PbCuq
zQE!=0RR5muy1CuA5arm=yDJc}M7*LDgy|{>2}(aERH>^-LPITEj8$YrWF6Wub~{1k
zM}sGZzHNQSrp)QtuCii7#l+wy3!|rczQuZ)O2I?AKpWSy(W1ySczFu;e!R`0BX6Z%
znA^<J4YxUrhN}4kt7$B&i94RSTZtQ2LT^{8lQ7JO;#87^hAKe~6yt*0FnRFWmezYa
zLsr*{{Vxr@>1UU5SDuW9Fpos7&XkN#iIx-=$vqs`YS5gmb(Dr|5*h+O4#De1R4ise
zyks&w$c-b?WlWz4x<`Y0#Gr!kj%M^!m)wDE5K*&O88}wuQFzkGzavHQZTiD7G3bB!
zE&|Fi?Al4M-cT6Iua^%i`}r7%;?*s{Q6wTtRb3ro^wa`ZwY?IeQ>X3CPI&FROCT2e
zc*myH0h`Sw#OMis2=+#HL@(?6J0se)=M+<`KMdm0|MJ~2k>ZIXe6z@qit>tRQPHe^
zGYcTh(4HRS^=P|Iv3Q1h7!5V!6|5)C#$@+)IliIe%GTg^jStG7(Gc*R0L&+T$|<&K
z{EykU?eZ8~S8$AmFx@`#_NfvgSl+Z3n+=^4ha3~y47ekM(GX^1?00A1*yTadd+t?}
zo-_h_=os7?^_ak@w7NKbCBdLN5knLy)8o>U@24-Tk?s$~I$^Rz*D{jSD+2FQ|C(xR
zg}<(=e(V@(w^F*V^TGMG&ToJ2neObDgodEeTNCF78=|Iba12U%FZ^j+C&1K$3|SFz
zr9>`1qbGdast^MezN?rE+tr+Xb(1ebR^IE&FKwCTF%k)EDm<56QU<&4p8mm(N%DKD
z4}UK%Ft_JZIB6e|zrAKYB(o63<~Dd}2opO`lms#9LD;#c)a`l3y=MUCm>?#jA<UT=
z^}v*t{3SIi6EJsunG*0a84Y1xXv9=~vrMbi3KJ%yAxwdoUm*|P<)ZR+p#NGn=(=%R
z1zd9!rNOo{8p6CBFku>0`mEgppW)(zSNE5z1B{07zeD_na)6iMaDkfe3=K~m+@I@v
z_0HwKXWWe`w`;sA$LOiL`|yqt>q=rzhZB%3C_&#hL$W7*-zsd5{vFkWzY`To4c&IA
zcLU(rm4}a;e(~M)aOZJ=>WU;Zgo%E*n4mCS2b|VA>YCs$faweuH_H=w9_qs4_xNJH
zocCOD7)`0(78d0}g(2Tcr{N_oUqOjwI)0N*>+d#C&5gc9CJuNK8Un|IGSOR!z@2XN
zBOcCuOo%_?Qxc;g%qyg8p*;(=q2L=p>LobHdZa%LQ@;Ke(P((F9#^sLafRv~lsbvB
zweH3h6&;Sno0KfBgV6xyzE(MBjDtJrU~~(k<BIG_;|hk0_+;2g=u$dM$TSCaoIm*L
zBMsLdhBoMbIquQ(GC|@@5Vl-|^EN0Q_y}?woVEDt&1a(Ku{JOol*^H@7?-i?i4?0S
zKFP<Z)+g(PGuNFo{E6d1FwXkWoxvClfy(E-Q*DN->>FHHQ?`1e+@2>k#O$DYGkU6_
z5ElBPE$$|G4U~F;`ooa*(p81eUv)1g;Ji>_x?0U>2(vk8M<RVnv<xn6T6Td?9%{Tm
z+?h5p5G5Jh%V0EwEM>-&Pq{u{LRPY^yDm7R9i-ak9mi-8b1W{=&6ujA;l1wCS?5fA
zWd3p!CZj>jafm77n=|21cp6-*7-G*H=s$H<%y@Q44cg0S2>g^3sNqy7e1fI5jFR3C
z&|bDb$Y==jPE_G;K}?nI0MgFaUUm22%PvR-AuvovqcQF4QMFDBVk#csw5mt`>xE78
z@SO>U$!G|3J76Xnj+_G5m<nTsWAghCglhnhQ^_X^HSm3DB3KoShN}1y+3p@>Tl>Y%
zUf8E5@iH2XS%r?N`-X7!(Yki;?6!a3Z_+VF1DN~T290JJWLuAw!_F~?0u5(xoU~->
z8H0G3Z8!7)qrs+J3MRn58uUAnJ~C&x0h!E<{xBfxf6)mrA*W#9rjN=sA(NA+KMctF
zUlgrF$TJW*Euz%MpZbLT=wAWffWUPlL*piBwz@SyGaBL<cVH9Q3fE{v*ye}<p3xBe
zdW3fd62P0Ku53^>PN$@%yymaMtTIXfv-M0i+cd5i4YdN_uuC*l$)+x-h?SKOpnbD;
z=%-*orv&t25R}o{%2r@JaiVd)yf`@mUpX~bqO5K;f=^{7@+MtYBwr5WF?dzeZ_yZg
z|EdXnunA3bAqTl7qQyxX!L-p(4WrSWQH7DCgNf2{({5exIlRrrCuc^3m~EkNh0Hfx
zcfiPzCZkYonM>#~uqBviL<6jfI#hE#(M(l}#6zRmw@a`M*Q0;qb(SgXs{W`H_W(1#
z?H~OwC&Ahe(s`A9%c=Tar1xT~TZwR6PF)xN+cb_C4e?oy<EXiM3>yWJL`Re=uGc5-
z>rE9g8mee5s$!Fz{saG?TF3=dJ{DfKV^cVz(X~{ei8?&S`gX+g+4hr|0iOByj0Q2~
zi+s|aFxQi=xJ@a2_}lp}o@c^jG=RD9sNfVnrM$RkoZLsXV`Vspn=8y)-X?!W44xBH
z@vgX@V2xljSYhj6g~c{R`oeLotPIwSF!v6DKj8_ke~MH?V3jt}c$tUw1*1W^%}0OX
zQuG%ZMG954Uj%E7$ZCD+tEOSt0Mj41V}ZZ-h{3z0*JMPm>+{fihX-x?>GzHdVq-Lj
ziFa;=%uPQI#t85%U(v$CNh}2sayr!%EYpD+hH(-a!juv4X^|mz8NO6y5C-g;Y3IZs
zaQ!c$A>b!){oe>8PKx3}O<Sf(Q4Jp7z6I-4Mx*Pnhv6azb|z6E7}Y5Y>(i54Eo-|J
zQfBE7+_}9FM!fw9(#RmQ6tNN~W-P4Vrha_gx?kW$0{tN-Df#6h2^P+j4g1o{q%04K
zQbn=@Nw9EM_iyM-TW?59iQQ()#}F_^#wT5}f;y9fLAs1ax4a7Vs+4#CI)<&n^l1gV
zuN-3<m5c^4C!iqZ^Blc`e0I)hz3cPt--oRKj(@o6!=K?uXFbGd2(v3l99IB^jw$zv
zfX(3sXhuWOy@68^3bIQtnyAgn|Cp=<qtTdl3$zjqbBb)RfVp-VYzLJ<v^HcS@D5_7
z1J!UxQOfE9RTvgVK1|h2&)i+5C_FU8_Q}Y09gy;Xc$q)z*P-#+1JxoN6fxZ%T{maj
ziwo{J(xefLhIqXUc}<5siAi=L9N77!aA@4lL*%rf@$x)~a`SiDp^5ii6vJ6TF$C`Y
zZZ~NfqaiV@MP{>r***mYvC{JBB$-X89hws?979uGC3_dqvz;+F66U&ig<mfYO(362
zNyCA<KD~GOJ~Uvt(U{UdUgD45QlQni)FemT-%=QZV<lGk6cmXq4(ou<Koi$+xQOBA
zv5Y3ki^9h7;Z(rpSVa@3JNwB)?ve5MU^v(@$;o3O{*@IuRyM?`Wz>j)#wreNh{_Gg
z#&AinqO>$Fz_1R971~i2t#@cj)En9%`UHn7Z6&E|uNdCR<}pS?!xb-PB^vaTX+EPE
zF=XiDLlaFg){s81xX;K~wA7fpvAX>_8<880Dshs7p{Y?i<g>kpCi6L1NA1D5ad0>l
zU%s<YU&%T*hQZgdk^&6ya1G9(NnKqy@($krfrVHO!V!Ig3aJFXF=Sm_lGR}Q5A{sb
zD5D{T{163R4~FQFXvr*R%=*_$hbEZah~LTq9)R22BF~N$6_y#T!l5b8A6Qq*Q6+HS
z(=I~w1n*#Q%!(F`fPB0V2I1@PL#s;WbjS&I1s%~{dd=T|HfXuuWE&U_b;Z%RnUD=r
z`M~1RqF6Dwj)!#&oQUw~LidlB$7V$R+J9)$I0K;@;to1Qm3!oW7zK{mCKA~W>s5Oq
z)t%eVNBCyAi{nJzLpS8>$>lIM15;PS9TxfAO>8E5Y%mA-6?6N+=RR3=&c2X!>3tXM
zJZnI07|-Lu^YCq_F&a`L@0}{wxUr3M116&(OkDGd+@P}4>gR~1-)%jA0z?n;iICA~
z%qkY1Dp~^Cp4MT0PTOk+118%JVl;?35hR335DnXtZR^C(dwc8&VQWx9y#Z}z;&Eyu
zC{IR1nDP--7LlU%z~HX%g|h}-vAcFF6DFe}%#moP(j%ir3?5klBi*N7EH=g<RYpU|
zxC<llf;~lXE$SWQMy8%(G#XQGJ0xlWvpzoAW{QDNMnjkd=t`&comCzy3j(VhQpmNV
zKMcV7UqnN|jX<<IfXF@DKcV~A73+^~6?S%$+sHs#R2h3eGSV0h_Tm2D<Y-xWq(T&_
ztbx8DIR-!#B7j(l!35rb1D&hPxxEiL<+aYaOfee5M1N8@!X3lvq!9we^bZL$2@PS6
z1f@u%3=px&zHU@@|1rH8`p=W1$N?uSW}C>lD=*I2|8t|T)$aOHr$2ZPrekJ<n9(4k
zlTemYKn#<j%ujg1zUbre7nm>^4Pq7|<_<6ni6bL3>{86ikMU~|s1J!hA%*DVxQKuj
zmiuk65)1fLDkAg)n8;COeKwfUP<7@e=-@7^!yi9R-!ie-)C5L@n3J&yGFMEN+5jCR
z;C;Nnk(zQVJllqbVZ&$$UB0zkFL(%}mNDBx))x;>oj80Dz8_Y_QpZC>m}V(Z4Eda$
z7q@!3!gy-IXaI9xm*9p!+_;E!E{zsUi(0X=aRs<P94(HHi<Xqxc;0|lRT5bR@j}?2
zk3+m0gbRb_yBU_hKkb?oeINKfWa$swqJJ5;=ojNOB6ovRlF?&B1N5mX6e|}1oUDHb
zLsr&?4eOt{93C>$_^x15lF<{se2pr-540->T4PewYIr@8b9pFVS0Y!4GE5`uSrD-;
zc|-3r8e;kav^Qx84Nka!ic<>;&nCD5n9&fh%-JS^`$FFzMviA;sH+rnzLS$$nl~(*
zxU}ku+3j$zeAS-b_K;OK@#T*Lk2}U>4;T%K;Y!p`sorU0>=Jn};uC`!=GBN7lE5-?
z6asT8RC^^TfiY{8K4d|ms{KjDEQIFKFcGn!rDZfE1^N0?dKp|lfUsmaz+GhJ&%UkS
zczRm~6$Uu*p20DCs$~Oko2UaK85tABK2htdOLWi9pvsJfaLsz5US!-6vYu(ut@G2T
zj5X;6qe0BR=r+jiYnd}_X#TLl{UZ4}Bl`6l8tFSKFR$N-$iSg_!+h+sQD$JD(NI;G
z?k>@?f2<rfaN%*hSU$Xa6D#RkF?n)K3@n)(_f?g*YF}oppTJ}OZTf8o6B$jRRU6Q2
z^7a6up{mxSzA&et+k})4J47I{;WL$Y{QgM`yg$Pn4Mqc)`;H0DB?a;bciaqc4)hT+
z9_b}ANB0>qu+Pwuk-o!*`Tbut`&YvvY{n_3KQ04PM)b=W=@U}5y)g-zi=Y{i{2_e?
z4~{VGYFh<~E!VBJBRRu{jmR~yTwOVQ4AX2Pb@;G>LrsFHE~<Q7DkXp5*nU1%)pDd7
zF-=ke7ol|1@&*p>H*(+*Kd>4i)rfzUz%qqPts(jSeax~oo?&P*8XPYY^D$(${+NM7
zPdz1)H*jcfB)8AVK7D)@sG!upbslVEgbkyi3T`)5FveHGdvAT3*5_}CjMX287U+Kw
z4OL*ajmpJ`Y-2C|`03KtD|(woJflI(Dd<CEek;)*td@^Yx_LYIy@AiIx~C>!GB20W
z5a!#6IUtCsGy<ZEk{l8+8p0e1Z~_xS`1n-4{i@EG@UCfdk<k!lXXr422`hY<uYqIw
zZ32?vkG^zo_xL@zrnWO0jcK2bO3+B1a*u!m7&y8rKaAO&u+Qu;@;x-jcdXU;vun<R
zn>sJueB=rDE;mMUGaBOiCzS87ASTVzEt_RuS$KqTmxR%1%qsS?#Q1M+yMG7dGwnX;
zg}hax9x>@Fqe0C2uokmrCa&5!@%S{`??EedT&q=Ktw|La4Z-%sZp&1#!{cyo+P@Xd
zepuyr@GwB&1yU!RWN1~^p)xQ)e3bq$)S>@HG*rh&&~=I0eI}K`7P(KIt8L+>xIad<
zXb@ZktBV~F1vKF7wvlfJ;r%>j9vBU=x(lP1(lOsC9~g(m?GK2Yg-J@3l+TX(mv1WK
za&yRuxZG^g5k^CNpM?{1=HM~I&ERa^XAlabA@COfTr>;{T8Bnj&701@e0;5=O@d}L
z8ncS=w|f496CZj8?Arl&2&MHy#%&`;gP2#N!-;#piG~A<iz{SY#bC(%0heEFf2;|U
zp+OXkhN_T@&MaRQK8>!nn<*QR29uMg0lAPOfj5Bd`x_d-Xs7|w5oksY7y>B}ZF4=<
zc5Y=;jzV`lD*}(c7L`RRN+Df6nnd>wr9xk&H!>lrQ}^Nz@`~&z`4gA3lw`l9*5Pl(
zS88{+9jXKt&Zgk&AxlRm86-wm$u$jO$|n#TVyptJo8W>A=6OQCeEqJRgKC8Bps?%)
zxcAkHI_3YV>yUKJJ{Idrr+)XfLRq+XbXIoASjTNAqtSx0<?GlPk$7=oWKsoQ2=ZZ9
z+v%1Px(P={{b2%*qak=iE3K~r-Eql!nb8pQBXAz9qYk|NTXrM<N*i<c*aq-~mh)i{
zivAbT5N>-gn~5gWwN3?mRP*t`MbBucma$k%cE6J8w!kE<cxvx&g!*YU&JCpWZ$S74
zIq~92kVmBo@zd=y{b3N3{+BP!gRJ4`+E9a>9nGD4Xgc3lqEjcZ(Od1AUGhE}(cNjs
z+<<B?=VcWZR?&hQkaQdzny4zVCP+|<N8P^RMN1X^Vd!7|FM2hY6toLY&2@*sO56ag
zWaG_O!gZg~5VXt)nmssLVpYJ&f&rd6HU`ca4Z$x%&a-mxJR;@<ZTjSLXu9(vqBkvw
zLSCc@#1WQ@cu@r6wcxZ!=Cg4x<<kzL{?PNK{k~){l7kp9Lm>q0(yhnY4-2|NPan=i
zYoCl0Z6hbtC-C!J{5cks`-ndD&vWqSjYq`FN?|)O7Wn-;_<JmzBm!_Wr_RbY%J_Jx
z)X2E_BRE-WGD^B;=q*M=y@hQOe+Dtt+yf^V`iBNgMnjm`P_ZwFNxH6+k{B=<4PlN&
z;bj(-m3n&{4~_&D^gc3uP;XoK!zS3zu$Y3B;uUaPZ<ezvOp!mX0)eVV1hGHZ9GxHE
zc^(_H53pquqan;^Wpi@C*_#B1Jj}ix+T8yNf~TulEkEE@Fh|$GHlrc7N8>%^)P5tQ
zG67sW)LASjOo2WOsK%HEsn^R8wa&oFBfup2_W=$~4x0d1)COVr?9ZXi?9K2corcm)
z$DZ?Q<9ZYa7S3s!!B@AB#h=60gw#gWUa#p<ym@{|lE)v4n)L#0QMMGaGbnSs#iWFc
zhA_t?Gg*Bq%BRGIJzGZW`XnXJ>3qz!8{lax{bA@;{V$>+^fx4W6wtjw+K58Jg5Lwe
z^JA$G-{LRpjTtirS%XoFPk_e2L?`(z)%r2~R>V`Joa7cO7L;&}J}N~j%F>&(hdCUC
ziTsG#LD}E&)5DK6S_6RrD)Ei+u>eLxn1%3^Tp|N^H!#CC%)>s(tL|K_`*pRcUm1<Y
zu41d;=niM@pVtr`u6k%|qTlBy%`k1%F&e}?2c#)&WTIJL5uX+-L9WYYmB9=1W1^xY
zcpI+T?v$*j9qLDWD17oz+mfH_t#;hYX9r=726>-@aC>nJy98WvA12K;^*%Uw`ldU6
zH_4dM5M~_UL}?IH9cRB3vQ(N;BPOFEOmo}c-8iYv83!S@YuK$<<|bZ`oBEB>0Or2a
zgNK0rfRY(8F>Q9N!WvhG5hd|)5r`bJ%OjDh@3N|%ovpVZ@a{kB1xACdn~L-F<Jc7^
zfD7a6g=%Yy#5@Mq=4lX>9xV>u3t|qc!FVwmVs<ewn@E*`+&*@dF|EcmOv$c%P$LD0
zj}Mfw@vm6Lhr<#nm@VKig37pqw0@;_QQWHVb6f2>S&CpUZX2Wxjl~KX$4V8h)#~-n
zA1jf-cc6}45FC)om4O(ESy#^eb$?roHD+EKqaiKGN6UwSg+9sZOi0e6e5=WDFdD*K
zhpUhJa?J}#?aKR=U<8+cXZz6f!E8ldyDhux%BAq={NL9t>Uzs!%Vb3u4KiJXa+S9M
zfN>NAzC0`oi-NTE2LxTCuu|kgMy+NjSC;<JcZTI1Z7iH4M0guezq2Q7g(6#mg)?n?
z7QDon3<w^L^xn`T62E>1+|ccehA`!^RQ;IR9P&CZE<@GsA}LPX_!DD-Ow)qul<{-6
zwvDElbd}K%(=xNE(?zc1V;HQ{K;}NjhtUvb6P)Cl2FH}jeGL&!YH|3zN&gv*#<Uwi
zvlGp9y1UWv7$t0V!wxY&KGLD7o)}d&b{P%T(+=xt05?tG`W!@+f|tT;P`$WCyIDr}
znbGJPs&KP<KQ{c9w|By0ud|<hDSC4gVH#+R1~Ktgp^#5mJDCfT_Tn)>{r~r(#FSdw
zUJYLPjfJHWRl$q*UyXae=U1)HH}T16fX{u+f^Nl>;%EUn4Sms4DBkTO;9C}!9)a|M
zZhm8MrakgYNk)&dk@TC<@GyL}MGDWs>yJv&M7s7KO#LsSAxxREFlE4yJ~=-7!IEAX
z><6PEP_w|_{rrPHQ#ynHt>STwPiZn5#9Rw2SdXy0cCJIWJ>t3ckj-Ab--^kQnMcNG
z5VHjPXAySTc_{(gNoy8$s0Vim_>{?L2y-`LjtycepBJ8o)^n`^lhF|7Q8+Tr4`Qn1
zpznw1iEslZqan;Q!4DDRf|%E=I&brprC%pq@iH2XSw$c9p1=L^MbARNpZ(d`?WcW+
zPrkA~Vl;?ZilS_XO3wzb664;G^~ba^H*Eabs7s6nF-6sw#nzJAkN*XsM>o7aZ^W9l
zx0(24G=TY!*BLWZRDapHsN5_^lYuMxM26ae=0`l$o@AT(&5L)$s8v2(Be-~eucBj4
zHI5iYgRSflG<#L7rrcJ-<^{E}p>LOkH&yw*)i`cyflbAwRibfV!-QADCVIn&VKk^U
zvJ$f<(h6B!y~1Zfn07N7#4JZm#5BUNo0bQ+li)EO`6futlvp6@UCG9?DP~}s(NGoA
z!e@9=&iM>|wbyf!eX~fE-TWkEwVr!*Wvg@MnFbQ0L4K#BNMscGgrH&i?`7{@u&W)t
zLfXY-lo^f2v@I~8@Yc1=i8rjIXckuu)kV*Q+zi*;=rbC^zZmf|hZn)C5zgs|Psr6)
zZYdD6kP}UxT=)59HN)1D3tN1!@WGo*LS{6`@U>`AFGcIWMhV$<vnZsY_5;VoM&#@Q
zU5+4)cbAaS5N3PCoEYr5^S(|izpMiUiH`Xx@9Uexn3<P3v5ZDz+83fmM1z=mDP<+O
zh0SO*W)(Ba*8P1ydU#Aq*xG*Kn>BvT=w*^8qe0A>$fA6_oGI<exp(gVu3Ki<dS}MC
zKi_TA)zo%ILzwN1GoQ+!1R?RA=DgMG&I#9>_+&JQSpZU0hkS)Wc~a1$z7J;TBSu4*
zW<Kfo^@P5QzWcc6A11rVXb`g!<%tin@C%a4jfI?nc|9^u?)~^^dE-jbFGdeZF8;jN
z4H!M)Ka0A`F8!(#nm<F<IoFQflREh-knK^@l~y`~4RsE9JT!#q^5C6sY58>V&y&{;
z?>z@FEtJ2PPewzS@?{@<(#>a2lx}|+veqP)j%vCi&!kt3hA?GFe!WqUe7BDUhYN;;
z>(!nVWM2sEJ7*!j9(5QC>#w5sZhZGgxD2H~NDfJ8h-VC;7f%P}pyp}_!oDND<&AxR
zFa~xr8p5mtaAHajlODF(d!Ws4-}J}+V)lyB5auY<D>l9q57oF2C*|4BXb1GEzIDvH
zx7&^0H5d3~eg~sLJ}<)Yg?@)<jk@jC)oS;<#FUOkrgAjY5x)<dIaUV2G8$soECe;N
zCPLOl=}lTssBe64p3xxYCD{I{r~uP~3ZUrsg{*^}$35Nh5u?#&G#b;!D>|Y$h^eCp
ztaZ1}Kk1oeZ<%(C7!6@w0GJqdp@gcu81BI+V_J<%fl?M``7ZpW#p4}U9spU?%cwtb
z_qiq|V>HM&=5AAu_c=$Axv0cgI448jgshD(cDpHS4_uqoDH4;=5T;B$$oedA*;#k(
z`Y0`I9bEYA#NGq@nFcMRAxv}Il~IPa?`d@R_wAlTBg+ODqXEo){r>GjsUTil94~>4
zqw3Z4xR4o6<<hVXgwVnN9H&yhs}2;r{}nIQNW$5UR!~Rk+LWdxt*+YYCaW`xoOYDz
zzF()u>bs3=DMo`L|JQ3%cx2t8wP}5f=Ws;K<*LSdHCCp_kz5<73Y1iN4b1BOQ_Co8
zFpH9wocr#1ar{X`elodVj0Q#7``>DB1vnBBIKM9`CxK>@bHN*1ZN2G);xspwPLy@#
zV#82nG}zd1^2UlnNLx5*Txn5-WtWtVE5oP2%l`2>vF{*{nGU5^9vbAQ=fC3TpB`9y
zDlrJg#E7WG$RT`<J&~!BY!8VQ$A$kIkuo^dh|!SX@(LXD5|v6qieh)wa6hmD-tu~!
zK(KID=pGu7oMN~IPQDEw9`*QCdjec8lZ7>R8{{6H@OjwUzw`Rqx3xJSR}E(ak}Z!+
zC4GwB0qL=@zVFaAZRt3me|}5hLszss0I#3cl`ITN0eCDdHRp8+TPf`poYmmE0rK@z
zY?fUQC%%i2Wv^pJTc&iIZAmR5Sy)Q+-UR`p*G;s$BK;*2-?o}JsUZui(mL;+4}Sg$
z?q1LR`NjL94bQ?e28q9d=u_+%(qmywezw~Y?;w4}`NuT72k6CxO3LnDfJ(vyu9aS#
z6ASYZvQ#y3AW9qyE9L&j3kLN|4_h;)-Ie*qf74;Qj4R9}G=zCOU?$Q_qQ&6kL<``&
z-R@OCyM`>RYu~<i;=zi|&>v3@DSz~;t$=*JM7F2b0~#!>4{rRtbwxSQyuItL_>EU?
z4eQFYq3Z+|jz)oxF#V=CtgO=;gvITOzg*NTES#`4F!gHTxI#vr%5J?&iZM%eYd*Fa
z3ybyx)CVTWa@w4PhT41&V%{v}X#ZU+T0<7rf|IVD_4Hd`g{}E3Z-_2Q{~9posn#Z;
zAxybmbdJxYkB^1(R3=2pDF^=*m<)~wk-(@*LPMDHlw_9V)AJ-8*;D;Nn63`#e_8s2
zFrSwFjSu+33lF7JV6eFHzYRXD?DgJl@T`?Op#BlK?WDL(LPN-}qEweFsk%1c;dyK7
zO?q`h*y_D$an1{kz5uDtR#HtuLzsUerrIsAKVOtuLl)NR3BzxD`1%*Z^nrs;YRiw<
zy5<r2Y8}RC$7YtRG(^J2Y+xzLK&Vm#5vR!|n*AkKiiK5@*X*k=+U*Kke_YV5|LFgt
z?Yjf4Dt3n{yDYtlR8f?rNpFH8dnrrrT>)LTaX7He*<ISIAWa1Yq==v(Qbd}d!b1^I
zdKVNFxQH}S1O!n~I$tt5lR5X!;lB6yz0W`9&0}+OGMP*!lSwi!Ux$G>OIM3AD`xe4
zoTDG@GU%qv8zbY!fhKrM&pwHmv9Xp_{^H>ii228_%YM`iFf%1LaX7_dV&D=P$dAEy
zvYb)DI{l|XST@;M@3lG8;O&j;pk!K=rw0r^wjD@&nRpxmhCgx_KT;wF-rr769SjwH
z=v(|9m*nx4Hzlth1NkttmjT1y$%CGR+9*%q_L<{_v&qKF^VP88Ri1>w59zt_`4R{J
z(QJ)G?SKtG0OlOxjz+2BjT=%3o*9D1I(qS7(Ua59`m8?5tG?^~>Q$fkELh4~SKj{d
zol>iP*4Mw~$hkamlV<b7NSSlJtEc7lwF9sJm@waGsZN&Y3%V!3e`IXoq7m$@0U$5{
z`Jbga;z?RldVGXsxC%cS9wlm_^ttyX6Qs5TvA^4&Bb#ij>s9KueY(X|A9uu4@<aB6
zxWQs$`Cob|euEh8<BoXRn--VhBBBV(9~NN2#!7Eir$+zjfJJpg9m28&hDeqIkqi1<
zbwrbY`ymz-TrA=VT7P;vQkJeNcWLDwpVg*ky*FMcc3TU12pGm0i8#LuL*a9|6qQrJ
zRZCzk!niqaz$lzzAK>)o^03c1l~#2;juq-pj$3ml?|4+V%D8t`sSB36Yw<8B4HzKx
zMw9=_vX!r$ivO>scFX^YpmfOQNlfTF5Q@wuCH%)H0M}ab;FGbKa7ss`*1v!jhGQG+
z^~q{o@8TZ@i?ad4I6I)|9Rt^FfapbUZ8+kAypXDxwD;zM5f}G>I2$+(7{&=9+;Bi>
z3ruMr?cqkg?{lqWf-J|93o5(8DJ+0yE;(B1n<iyaPa@6LgZW^<FwOEcB7?Wa)gJEU
zOonJ2tOyNw#t&&S9(;cFyS=MEn*%{nmsY;Mr|$`*IVu>Z0mC?DKG6bc(~#Q08c^1I
zzn-q2cflhN`*OVVwWP91fU`v~AEy6NWnun}5ags_#3H#NiG{2r$zCtzvnc9rfZUMe
z(B+dH1?g#ED4>{_5MyJ>?r8ieHk`D_`O;ZpKA{f*!=t*1Qa+VN^(l%yMh9CRejQfv
z+?S8~tdd_WTH2`iAQ+W{Q@-1RfF_K>X=53GsJ<)phcr^)Mpg!wYNM2wi0WjCDMWM#
z82-QtB=jR9S{l!I^JnE-dF1Gjo)1BA>9kT6=FG#IhYn5|EGmug1DEnAyxI)vV<{N1
zkUlHNF2{8|TixRuJKc)1sx%$(L8~{O=c%w|u;_I9EY_`ZzejToT$BYi)SCG?x@R3;
zg@ECqpj8VG1>@81aVZdkD<}6~s3x#+b_94(G<x}#89yKW8_X<cOmZURWN`%#Ra{m~
zqcQ34tNJ*W$_3-^qs1riP33^q-E3Lww~rlzd)WBlc&LqoF*za|iQ~q`GGG)=@iCI0
zGb{)v`wUgbV<%L93V7yGE(0kR#!g7lMNs{*U-8K8zsBI|GkiP-4AA-C`kZLv`S-3K
zQnms01Ppo%806bnoQCg#Z~h1<>VoOo0rO$}#)EeT4CDP8G_ARlUFd&)?4nyx05A9a
z`Td`5irFlNHZ))uXAEp&q8}g*pwrk*J+z?#!#HJpw}Vrw0rr8^?3@2!$#^Jfr}(AE
z<u=mDZLn2kL|uu3O$6C10}WxR;Ulmy>8Y6lJRI)d@ov@bM7cq|>J*XdUe3!7oR?y_
zL<7!|RHaa_L%KTxXN~H3tX1_VhT*|4gZN61k3jtj;4p4AvT?G3A>T_!2{_s&1Pp&<
z4~`@kjzsDi{S%rLpnX~I@46K1k4}FBtpUSmCt?~|ZbXZ9{eWJnDY0>aL*T|)Klbiu
zk`OSASiT9J9}y=xiQ?YK$>n?%sJ=IH1;fZ?O_e-|Ts_cU7dJy}EP8ee9vP$O-EwNB
zu6aggJGe;5@pL81{5S`oQ?<0q(z2H_l^@m*u`CJd-N2}1%r!P#<kAwaJb3xn3g~)q
zMil~vM^zIMN8qR+@g4AL=Mpara_Qh(&(2;F0*3J}1&^+X$S)T>rX~n%tbLz|hr<pO
z@>!I#=USX7YN9onSDI(6P*inowU$wYL>mGRmW&Ik1k9gN3LFJPv<(LDbgE=ZVhspQ
zQSMR&j#Dk#5xAb@12?xFn)599uwNec%C)=?-C*oEIifv*Yo3$E4+@j^;$IjXSuQ#d
zxMn3;HW1cNeE(k0J^Es4iUuX3H(!sJ0`eeEi+tM!^}ZVdhNlQK3`wQ{FBB57bEDeB
z#xW9$`nbdEI}wS;#v<-P47=(mvBURr1vX9w3?yC91=1mAfpjl-Bo=7!m3?=0e<%*>
zLa7duiq2qvZgf3DnQ$!jDvMQNW3BA@`>e@7H1t{ZM%Ag4yr8MPDUb?WKEjok6uA6Z
zSg4<=Z`q}R0piC3QgR=|J~r0e3NL59`2dV|;EzozZWw`Pn_=RR#sk;I#P6GavE!ZM
zKGU+Q*yN*M_C9?j$|~~JvRSo@_u^f{#;^GE!Ch5q61dWAVZ$hKhnEfOS*zKGr(XK&
zTl{<s?xyY?i6jUvlg~ahV^99U1$}BK(<2I#gP{@8zI8InivMTmi$6?m&ft}il3a;H
z)8Lt7_`pJ3JJ>j`4ybkC?SZ<Vtf<;v6JG&;5@Dyuf!@XH&zf&^==#oGQ?5JBdk7ew
z3nWGKM0j_R@CzM>%o+L(1gEF|9kDC<W=CL#p_xd@Lbw%07hGj+ix*__mds)Xkf%Gp
zPZ*TZjNX70-fzF$wC6R~i2EXC^W?Ra%PYhIci%S4(Q-xuJTe-`I|GJCI{>+uKZYXB
z9Z9#}fPa*Yl{TP4?oY4hgjZRe4xV@A?jSErIul#<%9wny_Pje=Kwqhj=s_U5+`6&~
z*gOzj2t=N^v2l|0FRFB-i>#My8S0<lvgyzWv&#Fbo!J%zS<fvdY@eHQbGKfPnq_XO
z<>QEg7xBS@P1*wz>D1|uIW`Grp}&g+dDLK(_0QLSqSOr_!Nh66Fiv@O(t>0z8ifTL
zYx<s>ZMJ2>!M*RqTm2)l<MRo<iB%zB7$>SC(UoxO30gP%@SIh<>-emfqEh$0a}jGw
zM-$EvFpN`PSmXos79ZoR)o^hYHe5R$RqwZh=8au@r>@UhK0a+~m&De9+nHK~k$_hB
zbH6`+cXcHVqZEd`#^@tSv0p{f@i$h7-+P|OY*o%@wcNI9Wa->>_43aPUj)HT6Nza|
zi@gv97aQxxA|3NRf2D%YYB>4lkEX1t1GG4jDC5SlvFr|wA4>Ta@+o(`J-*J@OYTOA
zzWV!;2&?9RZLMkzFYmMV{PN|(U)I&q-+utVPficA)TO;De?>pNIx)|$d7c8&)%&R6
zkPk+0z$i|OIbpzpKVdO|7K%iPz(xx?ot967ePje3@?uahjMMvoN^U!dn7^>-?y~Eb
zdjY461EB!}IBzujKX^uQ_s1|0DaaLIXaU2d#Rs`3s^dYD`V+$-NzwlYk`je*BC3!m
zf1$SBI(2Lx-9kOh6hNSHkoA}c0|w`zA4tGG22Hm57pjsio)nCEFkld89kd)@!zHtT
z_6B`0<?3;tkEzpq<}K7ph6|K%g8wFL`sGV?Ydqu=iNVTn;`+Vc&KwBw>0`&Odhvnl
zyX7j7pOuzsJrYxGIiyAZvuw~RaC05b_^WxJF<?0WnYe36i$ipi%fMx681OtSZ~36N
zt|6;Sbv#(5{=_hdvjQ47==%X%L*|pitZHtls35EOk@TpOZ~ZPSN4|}VZw53s9(x+z
z6(5kAP_7dFwo<v&{^csAX9(!T4TOrv=}`f;5g$g$9yt{yCc~ElKsdEp-Gwlb@@!HW
z4%{Acw?Mrby})bzliayr80RiLA64<j8Q>5ybc&}eBQt-yjqG{+e~QzNL|LvHjFZ?I
za8+W^X~3wl+m#S!wP2jaxc<|1jAOT}A<nmPPTe}1D}<Bf@Dt3@Yr*qwz$iNJp&Q6%
zg0ud*)r)*R+x76$(FP3QyiwLrh%&<)cTH5k-a7)VgK(dvIv&eQ{fS}lYyYMCO%yg{
zwGW4ilK($%$|?c#<s&J|zo-{HAD7j$=viVR-He2Q!KsosrSG~f!n>8o>qjc4wXD1b
z?&0?)-Kuf<PnaqLrvbw_=YdH13wP|28Jmy}uP8eF36L*iecw}NgLHr-`W$j&rgWy;
zHNg0njrGW}+!Mw({Mu)&egE1I)o%R^MAIdCC>SOhO%pTqmQ)&~2p`D4;H}5cH1U#I
z0|s%f1nQ)($)CSt_j@pbcK`bbVwcE)2l&2b_u94Zfu8ipEENzi%S+E1Fig7)7yN{H
z9F9E3#ySzxvGl4BAPnfa^S?B%a&a&4;~j(vlYhPk4C8zq+#gW&_=U_=c&be8U9Ml=
zxth48-?J-yR`q3xFE0LV9bjJ(jNO1??A|lT%Y*Jb(8Fk0BnAxPl=k}qunOQ2k{GA3
zaZF5r6st%t4k*YH<3RQUc1HsSale7W=1njAODHVzV=sCQ7{oadah^jnO2}DrS={_~
z0M*5T+pWa_50u)Ep!RPG(-J_l0nhm5g|8EGCs!dh&W$Ln5{g9n1te`pn8X<ZhH>Tv
zP+^n#rGwt+1OSI{^_XRrNFtLf1dPIIXX3aVoF|Ym*jRC;Pqw}}9MajSfI<ZD*1;J9
zhH?Ih(p!v<j6G6ptmM-oJw7%q=nXS<*4EWDk=gKhJ3E*z{=D+Kwo7Ir1Q@%I^TyBk
zyZAGaieq>0(CqTwzqaM>R~}v^-32vKF?Pd7#@)E_8}JJMJ>>Atflqsf|IiY)fa@LB
zJ%4qnmmC@}h*PecoWOs7ezj`s;OCRbT;Hi)#oXzonhY35E{_SudF$HrxOwkwhNJ4}
zM`{i1n)t34!3GTC6exfA0GUWfp>;Dk*VjXH6}Sz~fRk0%UY+%@=W7WD4C7o36X7ou
z(<3D=H4~obPLM@l1MnN_*JB$rU>N@cAXE_H*wXHwYNEbxt5C8-px%pU-?ayZS_P0y
za(W+`HxjSBH7URxF|hyNs4j;LDQL@x&2%XKnqd#d=;~Qu-pIy!xlBaPjIb6yYkl<6
zHXmMZBNvS%%)-T88ZI7_l48@+6X7{cEFy$&EefntiqWGX(D0N@BOM{t0(h9{$MU&G
zV4}S4z=m&}xPuB=((y40ql~_FX94ggqB;TsFi~g!g!&#E>%G5bFMjk(xWZ8#MbmHF
zkt-!qQez<H3bd6$)&RtTjZ?4XxGLOo9G2y9`i?dw4a-fDG8NShHqH|rP!d7aJy4_w
zJ-TpLjsrV(X>>orXPx0~0n#bD(STu`ICEkssmGlNkBzl!#qctJ|Ip57tr|AutHj0q
zKpVUcOFTg3TI);hdVO$xpOrB+?ya;z?R}yY-~tfs>fW<sU|6-Bl|ccFnZ17E)W+!R
zmm8<7TAEkB!`U<)vJ~N0`UZ<EaX{QcoIO2xb4&i!NpJ^3a53Z$B?_o=>bxt{5i$Yb
z_nOC)(tZwJ5&V91!>u!~O4qRz4+&EN1{km=X-?pBWL^5+*H7Je+Dr8rFv!61sP&||
zUW|Q2y;4Pjv%PtI<UWqr@+0zI4O}unxLqE&EE_AU+<-5yz10-li%y3PliVPWU@FSZ
zvZJHk+!6c~ZQ^<kQB6!aFn&Z2nnx`@q(s*$TX-#AsL6S(qQUJ3@J-oRb$;oV^g^8{
zAWY2ZDD0T=;9$2W1M_5KtsF3BN8MqOaR26X6nGfkwmQUAL)pYe-=C<96w#gN{T7!H
zHde92|2*xV3dML;N6~v0BuHV@!=sZ#P{lmS_r3VlOi(HTb4j)^Tu70Co$=a#4Hy=f
zIe^n&P{u&A)C8b6wyghjTazT?+g|<$B>I+6=Q1hOH(Wu}_xy$nhKJA?IN~oRztL@2
zN=EEZ?~mN~b|eQ<4&>cmsw-9@PluhT6+Gyh94oxPL`RVOC^ag-6pgcNs0F1xtl8Zn
z*KR7_-%BkRFvy}Iz#VBZD{q6oZC6<qmg=BaRKm|hsmPZ}hOrEaaIaSd&cEaDEJfO#
zBZc<9a)<#RS;SykBq3lJ=Ul{@3UUNuDS3k$-69kCpD3$B)|gq3_Q2=ij6H!B#euEa
zJFR}fhpJl+?{!#~{#>z1X^;^Tu#3>h4n|pV^OqfO-@XC=q8rLsSW0GcAUu5mF1u-g
z9Y9qizYqcA^XHLYaDJqB1TOG0>%{osLrQD1)`2(BpVv-+j8u9Q+HLcbH*E)mIpm)>
zrPr^ynKWsh7nHw>OHCN2eyP95Y)~H-Z_@6mK~%Vfb)jFuJ!M{aO#0L1Krp-$>O3XI
z4j(3qJh@(Mh{TD(#<}sh59f#cggoOoB~3I*l{@^@=Ry~_=!#jjJ>PGC)RN|%gvSsz
ze-U~&TV^LItIoCS8oy?7k^yit$i&cJ+j%_hT(`Oq<~$>1&CU+Pp44BPi=&j{=ib!~
zc*c*iCEg_bnnM)BwhK<cV@AH1=Rw@n-yv%(1PtRu=@XNJaq>n%fiHJJ@f$b|7{-Yb
zDkcZx<annB-L@qZZ|U=*(|}=|D8OP$FitM!vCwxeaaUt}z0jc3fMJ~YysKI8h74l}
zIHqe@^aM=}=BEL}IC05{X~A@o83Gpb!a_M_B%Q=SB7;r?hH;|G6cd7RD!pLolrQ6s
zz<^<#LvZ&j4uwhVcv*Hh363$Du}M&_D+MD4wdl}}GgswF&h@eZ3>f~*2n;OB)gFqu
zrqm8VYn%@}_GJTx(aM)z32or}t_CF@Xbl)fD+4D9ZL<Js@7q$5T17@ShPQ%uq61%U
zr}3>)H(aZ{SZlyAvF&jNb2lF*>?C;2GJxFs_83cYx1$n_Xg&bKp3?(m!I%&a?iw&m
za7!?X{o(CmQwCz}m6ovkb`?l!SIc16);2ts5StQM?c5;czasY<?z6eufoVDDe~WlI
zEN6f2wy_ZZ70h7Lf2*S`6`<-tu>qqPZ0E-fHCJm4%}om6@c&63C~_`m^S12*aMF@+
z8O<J~8Zb<11tc}B`+(R$QTRWtGkHe|uWpIhxS;i5tauMv4H%}i9<ensP9zQqV1e<I
z{|aq0M4LA{aWF`i6)WQr^_uuUF+yyIP2FE4Z5SSl(LLo@+X2LrOhD}DSHml|$Q<KY
z(bs@cJh{i!ZKGiqHVu3g!ug(feZuc|t79ONafxEUAWjUzqq?8Du@q&e6fAe}zfchp
zaWw9q6`%>gNeKq9C#!1`4`K}%Bo-Y40&jdw+kv$;ZRTI`4T?xYZ7tKxlhb11L5+a3
zf$=l`4E{_k58nFul%zr_JOs~xVVn<mlCCJ`2hNm_MHG|zDkdhuj<tdaH-5w)LC>(s
zA1;(hIv;DRe;jOE88D0!b23bvv<l%!tgc2pa2ha-69*?&1T&bUYH1yMR<k!?7^f`u
zmk!%UfV>eZu+!Dk;vSP`z%b6`cqvpOCVfC^W>NxNipIjzCNV?krJcY>Dm`{R=TN5A
zivgp)BkQA^Jf_;GN24s&$x;VBjZ^)JVHjs&Trl~-ssMf@;28!R>+#;jzRhbv47`5A
z#<^t+0mC@;jbykOf^vb4RYd%BcY7YVi0RpQ$<p@C(m?@@BKZmd!#HyxorQ?bOQ1pp
zHrDL3i?>w0+r(#$JTW%+)W**N&Z;=K?h`bhTU3yfqbBV6I9$h1j}I%$*Oje0UA~FU
z-4<T&>GjP|rILGe^(pWbF7Tl^Dr~IIyB3UlB3mP<pfK@+<<nNQkVk0gmc%_oR120g
zriLoApJgp%uLk`70vP8HsZ$9yKC$3E4)sgs%_jWPP~b;^Ow+o8A}YFky>SLHU>N6i
z#0g9Roc2hNZ`oLrw^V$y+La{8VY#&O=dt_X^=ic(KXOFEhuQ1kx3aO0u350EbtJg(
zi<Mik>_}=?^j=8j6oFf41&#xkqqoF2Q7yKN?(4HE<*0T2#_E0ye!H*+FNEOOSfkbt
zy?SCnC!baRomGFeitDC%{})nU6UYYYZzDC>ST82ORp|RmjeS<<<A;8KrpQ2$mN#*P
z?&nXG*0%bTNRIwxWKJeQCKne%rx+AAgy(tF9hd(uR8rXJL?~6jUk!Ey-u^Da`Efsq
zW|!^Jp>QVbakKt>^rO=2^YWJ(A#WVHJdL7`jWzSm(K2-o!pi}lWv*@9b)rmJkgR;e
z1%4I97#r*3Hft(~ja7VBk^Yfyto*YFV;_&;k~LvMDno3n+sU0KAHMjo&w6@w^w6!d
z+cS8XA|RE8lM-VgF=NO8JHx4W6ebgTDXX_+-opi3UV!lB{J)m&Kj7&{eWw0lyIAD|
z0c$2B<K{x+FPM;+WG4gegczCO<@UIcgu;W(q|$RBVfahCBQBRbG09MgT)uATUh*8C
zO1kuC%xj#2A|c&cg|+cTl?*+W8JPJhewmj<Vf<oY5CFJ-lM)bv^`BtPX@3%bn6AwV
zpoGD9;R7LH_yZ_n;$O7iX|duw$jbExW~?t?O0PL2NNgq@s`0bWY5L*S>yJ%=)Q&X-
z5{(SUhQk^xRo;t9_yAElo?PiF!p6!N_12#k%R?ZC_T+vBG6};90mC@8o(-2Omh>!f
z=ysI#!}jLKkL~IzU2jsL(J@GTMjJU1azY$ksFk$wWB!=*DsCknYWVj`><Jr?tr$Gz
z(c$KMFYNEGSN=!H6l^TctZ6j%!zV_~sl;L&%(ruJ1nfHJ;GfTT_KB~&S?gE#uMo?>
zkw8%Nr2IKPA;?@C(yc;;ceWPNYD;f1;c|DOEoNr%&N*XqJm#~qPs_YmtyWvjDH)wm
z7`KcdPU-#0_%U+|e=N2Wr!>6(mu*+ZRDeoxPvjrIYioKJ;FL4QNaPeY`n61DR;V#*
zA*9v136f+VKR0S+p5wRztKtVE!0F^De$f-{P;9JOzgYEhepuaS**D(WKJ>{hnkBe7
zh);=1O#vIwD!MvLkq`ogM}8Is3{?3bJFShC0*^U@y@ok}%i-T;W97JV^UmH0&Ee_A
zCteU=HHUo;=$FEI6@Qx>;#TFw6ND5j!XIH{HJZ^lp+Zym(TyRGRe$PE8tc%dMPUri
z6{3!OQuPI_mzJ#P)+LsbsQDXWw;Z#51<}8Yi|}maE=?leguV2}1AlBgmZj|{dlvjz
z0$TGr`Es^+6<{7dJ$}M`k<KL43j?zAlax?gM1ay`Cxp5&WL{;*Ig+%y&wOMH2RIlU
zTTb)efMJ|rfYYBREj68Lc?0L4gT)~m$5?@5Dp@Tz;1oibL%}d+ymA(!Nm@{Y+7H9_
zWwkERWcG}j89r-joxf^SF1ti)P?Q9*6XC;Lvp+epf4=2^Mf<GQY2_0qEJ*f=y%NL~
z?=X2on*(zPKxWw70Rtd=X9+VJpE7dh+8zP(B6m1z_}3?w^m^hMpY_onJ=^ywx`d6&
z{Ak#aXxNf?%>T6}eR|}={Es{PtdF1hwA9;I7c=;SFdPLw6S3p1o)v$j($O-9di$)U
z9oI*WxxLsY_7J`A;PB86wKi`Veg{e-`>a2QOuMvU-)zR%7b1`xjG`BUw?Obhr@mNz
z`eV?SyI<>n{lRS?==Jy&&K;&|!ZsL>4|2o)7mb<$8|%rTX&d8Thxl;P4EP{}!@3YK
zJbNgl;u|F0jq}ihbvGRyoeipQJyLni?^zHfCsJs5k@#I~*iB#!EH-7&xw5NxI_eb%
za&x82tD=BixNQFYMY^Abs?KMRj#{{OBqgKD)z=#N`X=~8K`yVLTw-H=;`22dofA$P
z-KrH$c{6?l?;tkbKg!1XWy$6;rw>9pZsHexS`Y3sl;uVfN*mYSDC;jfX8gLpb1|X#
zGO0f|l#@ekjvk0%fL1nEldPY&4jm1JoyX6Q{k3nCDE`fH{7qrBfI6k&78#q=9uwr<
z!7rTZx1{W<0#mL$!oU6DK{d)S*8_pf>&^MLztitnW8MQ#Agi%)ipiaivda8gVRf#B
zHGE<{%|<kWVB=(QLs^Mpe+-JuvnianNv-_2X5!=@*00_7c1fR@1iuWJA$44{u1y+y
zws6CuKBeMioF6t8)w_WGIBP`Z#zUu6(PE116yK95X-?9^v5;gvDc|~4Gs?qGsty1<
zk$7yJMBkhcUv{Kc_d=(lnFV?h*|S2H`wiaXw;&d5oO^2U;9Y&KTJ@JdepFNT1ybf%
zSUTK@uX$A`OKmu_agrlqVv;kHq+Epf4KE}V3~`7?FZX20t+dXclpDPp60A17v0jv{
zR0T%=15KR_mO?;_Utt(FzW<8XmPY!-5dzU$JMX;;4SyC%6@L1xp6U%#W>s78DO}l8
z9aE@JuZGqO&qaqo>A<|B;E?oi<T8CIjOSg0(1`<LUp|TMnf!a*>YBTMBMDj1fC@pk
zjBG4A)K&CZbr;UM^VURsOY=?m9(?vegvZ8O^Lm?<oYmptIU>i$nSaem;FS^qXmA1`
zD=)~yMmyXRRR!Qolz0G+UI9W(2aqi)j_!7pIuB_3o=R6htpv*Eugt3@5?O+cHn?bd
zpnS$8B42~>$wRFPwOX{@Nhez1+72k_c<FE{%{3gNI7SnvQK~>iYwOm(?-tMVCn$4=
zYaw7*7&;)%muV)VaU|GqlB9KQ^zMx7<-%bm9Q!x~4CB-S<K7@hQ2+xsPAy(z=}N5R
zYp5gxhH>h{dAKys$wnvHgNTr|Lu)j%UV}rIGK06^Sg>JdtaZBd`#bLp%j==T*te<5
zW~kBX<wTb9r%@c*!jw%#4$gvLv4HK6m5(}hdvMTzVVszmDb~?UUq#u+#-eL@*kV<O
zXIe`S4@Gs<Djr<`(2(axN~>FBT^6DOuZ#W%NkN!MM1unxeo2-);!7klOninG9X8s%
zq6*HKi+~p7a1|mrTn1grO??H7+g}Wg7VX5KP!ibXbBDnWj*V4j@HgQ<X9sVd>aeaV
z>p4o|1^C!hNBl%&N1~KqV;SyT#fZ5sjL`^=4OepJjso9~d?Ply%#sc}E03+21Kd2S
zBUVWQ>|DTA*;sG<E2DVC$*Ml?h$5t=PT)teahQHUJ?MKt^KCQoEtid_B(U`C?I10(
zvA%n_=7P=5TSGO|^~oPLd)jq;Z;yojOjKYjfQ^l{@y_J(&2~ijtW615eotAU<7um-
zN$Y?YN20N@_QdbqQEo_WpY{3KJb#R;-iWpFV`#S!xT{_dX{hg1GQtr(fXXmdfBuBT
z{;}Y*a~wAIek2QP{aU$KJm*h)rmfEse;vyF;=331(V!{(P_%{N!_fdi<&R8wURm|<
zL%C7H$SY(IN4pRkYwYs!&-CvDwFc(rUVQXOuNt`hz`uiZ>nWfSK<Nl_mBC(O=rBsw
z+!)32cS<E`WkSLRQ44gSTf-ZLUdLQ%nBF4$k&PE!Hb)i5v(#G*Vh2gJKCqMd4Bp6J
z3dQ!i*iYJ(@_a9=HvlVebn;FJ8^`5Q02GX@WAK39dNiBE?NumUXqZ|<4;`62qCXsf
z{+Rgd#Amy_tfvLpEPf;D(i|R^^kBhnF6Z-Es#C=|uD3++7Bq`3;23U~N9l_1Tm18r
z55cUreCSreNd<?obmfDIR=P}<d&I`t{Q1}8ul)tLA?jH)wI(~cz+(Ziz{VoQ3>M_q
zpIG}62R_Cz>3R~lfLgul{ogHfKs$5eG1}N+UrHGCvC%g7veu0v2W_sz^lrdVVh21D
znC@0NAO$J`OPr+n(;%cNXF)}~0~6}6nf+~)lBHmfKn*UZxGfA4a-h`ly$;N@jIP7R
zshkcu3}iiAV8_q9z)7)>=)lM71vX|JHLoW<a}aF~U$k-htk1f<aVlS%_V5ru$J=|q
zpF2z&lYKz#`168qBQZ7^0;aHP`9t_KY^)7S3KlzX0*Z9jsZ;d)oN>eW_}c^sB5OR%
zejLT`2J-vWPIy58+NV;JoO7E@?91Tw@VG9G_b@vKJXv-RXsiR>m%Kma8`w40{CH*4
zwJqA$-Vt@%NE&l%Sn&b`(N$H(Zq+aDREzpNo1<ZbYBr;BHnDLW-(Vo9WvOKQEd+P4
zdw?suQi0!bflGrQ#nHhIj=GW;#wAav(};)q2s#EF>{>ODf&sgT!sLrF?MW{11Hf`B
z-K1jE9mjET2498X_YmA^YX6?aA^tnyDp(PtPZn(EoG!MhQ2ND29!F8OVU=fs<*Pk>
zUHpY}6K+?+na9RjE4sXP^wv|5fb4X##Gi8h?3TD^U}M$1{MJvev;*l-9i<MQ#OanO
zp-w$8S2kAhoFlq@76%6l)nO94015sGC}IP_<+!_ki=V*8+W7wd4>oNt?&A*IA!l)S
zb-ob-p1+ZW!<+>|4fu1w|JaS7u_71jEce|m@KhYhEcV8wTCUw&!-ol(KfD)ZP+7Rv
z;mcvx^r%ukafYN?3KBL>C^Vcdek^~cVfGpDT*YZ(+$9_pHdeEm4btbAuLsuE+4IdS
zX9M^7FNEa;ARtSG4vXNH$^QBLHtCrzrzoash%Z30z#5K3cx)_we>+Fa;42C9vDA-o
z$!Wkab8v5h+C7~U;l4G+>IVMc0OWk8QXLQE>Q7Go@E6+h&^Mytt{c%0vUe`m>KpKM
zw=Rcuao|ZvwLX6VV$_m|#sOlZuWAZyn9y~$UBD;K6VLSaRK7)?_q*;Y2j0R?(~jS6
z-`XcG5QyHA@}AhZ<oi#-{g<%vRQEx#Pk3xel<@SuGG(**#P5VfZ$l}a>Ob=0UO36;
z+<IigTjR_5#6<$p^TCc}<#;l;9x|2Zsw43+UgWJ@1~K|I$+^iMv*$|w*5db<!?o#f
z3>hXhlsglR&r_<yO9xFsah53Ff(*t+t5*fj((ygw?*&_YfKc!VRmVdp)Soy)o^k3)
zcAsF`e5C?Vg+PiOx2fhVhu-{DtIWrbEc+uW#8E>P-&ba)#-a{y?s6G)v2haDLU@bh
zw2Z)4lh{&F9gp#<KRJ$yS$Yv%K&%lRQ#-^$ZbJYcSqxOi1F!m%bG(|X@oGaYT<De1
z_;$|^8tjIRxN@UbHQKDe5>ju%9D{+PHw}KOh>&OFElK-*!vr2#WMh51D=y-xyKs8?
zvQ7RRRbOrC69-9xv{#YtprEklyr`6f&A!@<Q9GmD_x>bjVCfS$D9RtbSJ4`sU*eqV
zWMUa*mle9w`RKSVu;|OaezM-gc@0CkDM?2i@v!k&d#Tm0{1aMY_|&1Y&smnsqV-Gb
z&;Aa#J8Z1gU333jv=u}Wv|LrT+mOUcFbB8g_(H)jPM!Maeqo2!6L?c8^!6lQ3c2Rh
zfMJ|BaUDMdO@RE}cVx5lC+M6*xV*v*4jZf3wtj^gT=qdgN>6{|gGJiG*wy9Ly<wQn
z%D_*^x#<R5QBq=asH5E;LLx+LV7M?DU|=Gtj>oc5e_|N^gg&r@%d-j{ST?>gB3tf)
za5kr$o6dSq+UI$|G2j`0k`@VpA?32MNMph7GyUh(+E*8&GmS(d6b$3k`I_POR1`C8
ztmuayY85d847FZ6viCc=v$<w<2pGm$2Wi_0a}ppD9Gj&=C_H#;z%WiMvhOd{JT^TM
zZj;l!=FZp_Jn$PZj9<@%d+tU~U6Wj;HoS%~qx$@LH%Egdr&ONa{S6q#xf%H|EG&o*
zL<6WFWj)`MP8SU0{1N$(w|P=(dZMZIX{P{}x$1bJR)1m`Mm-o#TVx`+eYK>2p*-c;
z>jzq9K81PWMo^^+LvSkPg3@)O8no}El>d_N?4-L<&h2XxcIRqcs2t(e^z@RWzRLw>
zl;gbK!sdki>_2#21rdqgzg2$rE3QZeOg9%VqbhV)uvU*1STD?(oAZ@1t@MHRSA=&C
zV092bHvG5&!!vU<e7Gz7{qKQCCv3g~Pc963Veq!DBhWy0)}A)q4H(9$lb^$7-ZLdX
ztFp4z6O#rkn(#$7UVEWn7-xMP*YIGOtKMhwcSRE68HFjAmd_9090oWIL*9U4oE0$9
zBySAny?0Ht5{CvXYeOA+pf+F_bxrihWCfE;n>ZYsl|JymX}~Z}?d1ulM~9`C=i3b*
zO?~Vv?3~ZPghjS7S<taw@`1(^*f@1aLA+j`bM^R>ZQ*{-5p`|g(7VAf<HLsTd*w`S
zIIB$}8%W#Kv>KppVXw<Ae|gIXx37*I&%+O4qeH%ybu9VQ-yMr<v->S%NNG4M1Cupj
z^h!Ep=C$~}eBb1OA4oZV7I(eX(5Otx5b(^L*@(YeFn;BVv_9G$7x&i-fL}y_GX_jM
zjnjZ(oC^`Bb5y8>-U)2Da=4X!;yd*|SWp#kI%^{Y4CDL=arPiOvGfMj-)OgE+33n)
z;OlKUI`!&5%aKkeGA0BJ<7|sKUkVmBx)X+n3~FcITGw%s=d<w!4C6e5IA0FNsg4NF
z<=%H-QW@*bfMJ~4@8~{^lT#SXG;++`#S24_C77c~)L+<G1`OlG!WwFhv{qKh%T}%E
zcP{)^?-t;6<|qUV<J6@V+($&UW}Rcjer--}K{~PFb<Hr0b1~2f`y1G2=^axu+N1>N
z8g+=|W2FaM4H!oKXaV@V6C1D)Nx{b1h4-lKcn^^4l;#Qn!#MTDm3ylAK2$|g@-3pC
zDg%ab)^pLR6%Xy(Yt`PqR?`^*hH=(KoX!%}Q)?VhJf`1(VVu`-s=|9=*mA%u@tH<-
zJZ4G#$?=eH)Mroar*J<R!4WOKsn0B5^hs`5_{LozJ1l9no{bWx=;#-XlZ}n`$Ep`C
zlzV6m@&`N^fy;?c$m)!zz<0R7J=m!#%QCB40=&OK=hSqWc+fp{P-389)8xX1f$Dg$
zO#O*r7<&iAp0`zM_tfU8NtwxksQ+&#F@62)mTz^rWhtMPhbl5)nA{{JH&1)GMd+3h
zEAVL$y(-93aFw+5V1xm~nDwQv+y6s~7E*YWCFVh`vc;W4-Oqe)r)QUSC1sueu0{4;
z98d%fs0F-h;2w@KXCA{bV0buMDBU=D_-b4p!!ckO=ch<(KB&ipE?I;9hVt~F*MMQ%
zdR4fi_UXK{J<3`$sbb|xpX1x}hWm|hvcU)Uv&PoOLsDVU{MkJ)BxNdSNn*LDMZ8jP
zLm^-o=VoM69%9q~c2W;X%xFuS>}Q%)$AkUqPfpU`$65?8BjyOi989rs?DfEFz%VZ!
z#!C^}H|<Dp^vK2{hcT4!YJB;<>g85NfkvkKGofG@r_N9cm&r+#p|p2q>n)eE_wZR`
zzBsn~C6NI*ookM(VCmS{=(MCgkN#D3c}1K3fmcA;D;2JT(`sL+Rq^(ExE0BoH#yJj
z7h|-gT@{CQU7i^2@o=h^jkR^r!sq*TdeX<8EOA5bBB5Y-SUR~VT*#Uw*jUS&JwNbx
z19%MmQu8OP4Ora=hIO2FrVucUQ-}08CtHcLa;xm~`fY=XTF;hx^Tp>cCjibjgSRhs
zYJc3^Kj@eG`F!fLGICj-c#2%Q^jMB95BRKiR$gdWuS{>BiVTtt*txi8Qj+k4KCA7@
zW2eTANzfeBu_(0O?VoY9RALP-kvH$3RCQK*q8DW(#NR|&-}SCGcWLf8b>n4Uhbbl#
zaZ>r(?``V>Vd6bX*Zyo@d;(u*$!e%*^Kig`HEMR3#XAnUD8uV&=lW4PF=alJ)qG`m
z$;;PbAxdV_*0<u0&IZbyxm}H)mC@cYhiV=!aI_~pSlqu!T)$1TS-ftcc+u6MXpD{>
zNkW&RYgT+z9bz43&OTTFRLX449Gy4@v65i`FEhc&jsb_#>Q9oFJ@PlERIVjaklA7g
zXc;gp3Oc*Yjgy=r;H+M>>dxEQZpCXS2gVnvaGvVGF_|ajC=Ou$p*+JnZb^E;Cq5?<
zq*!3%1hhlQTDB5-ijIuz;uBvGh)e(ih-_TX#VY*SjO0bj0mO+Z)2{oo?MJ*j@VgvP
z^=)JRL#y8Fp_!8(=Vt^AHek1;YH#00S+5^x^RKn<d7i`!7-r5_fD^nFE%1SdZW*b8
zmyO0I>!AS+7)E^*$#pc~Z9H{j!@)V+VQqCDwG}p2vuOuE{&+=RA9uuOIO;IFC@@hr
z&JhvfU&#MeRC7rOrG-n~M+&g(`24ZwbAyDQi0@J5R4EA35ZMY#oI0Mq{P~#Hjc<S=
zo%>}<pM~MWIM6r}r2reJ^d!W}tB0d_wC7!;9fzaE#>rTMd->~6JTo;%f2a(q^nC~z
z##t0skHbNXRk5+LHotcG%ULtPC!;#NAeSHqv9UO+Ty+!&FCz#x7QJ=@98?|ttiI2u
z!-S0s-P#pjqGzLnBYoDmiJNAn{)T$Mu}JhHAu9vw3r^~M_*{v%X8Tm6LRr8-PMogg
zqc#>Qnd!4m&8+%U`M=-uiEFe-<g=sl+CF;p^E==FVgUH&6E+=e^orIdYcS-((I(Nn
zGU?y~&ZTuFi<Njw%+#Ww6JO}&#(n@?BUZbW4d1)|J*e6aCE~8ODha7K>P7_rOd867
zVdgY(&B+kZ6!urpSa(;pop|DW6Q6aydd<9hy5ozhbRL#}wh_>TVVpk1N#{)aC7ht?
z$nXy{6JuxYfKthuVn0icn=%M+lAA&PSpu3cjB`24;{lMD0A;~}@^sL+0QQ~XVliMC
zXDg)hU@%TT1*oH>2TlWqasK1trw^AmHrBAo&Fx|hV24$mEKyW0S69+1X&zTFm|9wm
z5e+uhqjmmH{iq6{Q62s)3Y}V7Q3#KXmDaHFlig>-wW;dxXQjAd!v{(3sHN2i(O_d0
z{VJmS0t?Wn4u4jgTkc!{auR};$lIk<?`u8KEXhuz)h3w%!#HyQs2a*TG|8~xGz9Ks
zi3bR0U6??6CX)|ms-rlFsYW(7*4>eDUyYhn&Bq=7Y);o_FM|Kv#>Q&)TIohJ-ho&W
z)#1--Epg9@yMSo0abB4LG~^U;WmAN?K6@JBv9XSxT(PtCRak$Y9UT7Ew-eD=bVhpu
z^#nE?f65&-aehRDjn%Q{8=d<8256FR4jA?4YkjmT(T0q33H&CiV!P?+k9w|!g05ez
zcz*8PVW<-+G>dNQcj0HrX#<mcVQpV~!zHco<TF;%o2E3dmC<otvG`6ieWEx`mF5|T
zV@ybi`+eGHP*m7)kK?vPdlMbmAn=<i0%p_1>x@3<8s?iYAnet~t(Ua@7gVjD*6y|E
z&;PR+h<Dt=_-A^P&w%0SujiTvIsLbhfl&vGlzFvBD>&agJ-uwT<#_Mq=t2B5iHHHi
zIO`%#$KNKc#R|yeZw6Kz^I5h!kSWu?=pTg#VZBku-HLyfW~B+kIMJIWUV#Ax=s`Y?
zlizi<mmV}=7-tuxbJYJ9r!FTEE-Oh;ISDG|(Z^>+7mYh`$x7DO;HNOK&+xs`c^`6n
zR3@*u3gZWFcQlF#HjbeT@7|uS^S~$7KavkD%lLt}F&NXqh%d4W`7C>%@|8ZnJp*oc
z{_bimn6|A32V-`3g-d<}T2EkOJ=yQpk$Qc=IO$Vl^7!6Y>-hvK_yBi1ySi0115p^h
z3Lq!&quB6+5Bzkdav@$r3xH^}F%(cXR%)?l2UT9(%V)jceeRb#iw)3{Ulh6I99Ij&
zj%Z_J{WdG*<pC35nX3+4P$6J=_I1LmV;*7Ft5vkZpohQh2$DaiWb0h1cl2tqC!tj#
zk4eqSzjSv(eiw`yR%aZRyti=@B_ojwl=%WlL<6(eFI=(QLOm?3fT2=m<UQ;;Tqvrj
zrPccS#hX87qQUSc;0c(06;$Iy?m~R3bEuY2YRtvYs-QM2+w(X6d~RV+KBH`bzmg1b
zDiUq^HTk?(_(1@1WJu>k()+RhL|JuL{js#Ndwz7Lg=3-hL?NQ8mk|8%#kG-VmdAJ=
zhLy2ly|HBNyh}Ty_%OT-O-;$}>DKcFzq|wyrQu6kynpVzJ`Br8b7lS^1rR~bK;>PR
zUapuQKz<DtSK6&0JV0%dEC@QbHeA}a_5w89ChtFyEjk}WflO>uf8M|)E;|_~l~gq?
zQ;3G=w|bq3-d;$&q^wavvG+h~eV^56#V75$r-CW%*vSP^oIb*dTH61OtrcE^rTJFs
z!Z(k!euuXWj}Kk?x^1U<sjzLVr}62Xg>Te`#2kNT#g7kp>?~}(`QIPjyIwbX=~3zo
z9ZeoC1IY!3l=G^!syFu4?zOa$*4R4YTs?}*FwE9#s9i^gf#A9wxSXD_`uR=09)JF(
zm&P_=7-t_?Fpx0W2Hwj^3G|)wZH4N1Sg-0&X3SqK;w|Xlg^Ha}eP0BSZ5)q1&>JvJ
zb`L~ffT&JPXqJ>3A6OBTC#H11?u9#?!*>x4bKZbq?9)+;j0t8m%ci=+^1x}pFwP~2
zb8Ik9UPHu5bSoQl8ZeAgZ*^{gV0iVku*Y?w0mC?VBc0=d>0~#t8lVTA1`Ol8gg9Rf
z#>tm<>Rjc4(|}=|O<+@oTawgxkgUL45+d<_qwaKGhx^h;sW>aHPLEoTFNRviYKPLP
zvu<0$fM>dOB8VG5(G2E^s>9BvTr}@31`OjIhz81Q!TdGMG!On7FpN_hJ>k;cA*1KO
z>8^jIR?Q75cz-6%&AYR%-bry|q21*||MO!P-Gbe@!^!uOp0D))8%Bj(hLL_ym+BRP
zTkrLapT1V&Mn#U2iR4{@q!li!RUrt|#wX$15M}M!elbUd@Lbv?Scrm>D;->To$xAC
z8*rrGp*X_gXM1*z7=SlPB|yW1RS*J(`J?N^IN@!WcVjVsO7_@)r^^}K<D8>|o=4>&
zvr5mp)$j3Equ53$h5T`hoyU-!@|Z*p2?*B7m%HmX>o!i)Bb$!X{(A7VtJUPNAIokV
zD#d`|Vd=ypXIRql#M$UG&YZ7vYmsZ;l7VS5Imv)woTqUH@^nf`>?AtK)Kt0G(}qt|
zd%suJTB5>*mZ%@^{_EJ<E;pjAu^-q!cZ_~q3n^L$WFn}2!K!UHYtvw81$Jrbc_Pww
zMOmLc*Rp5%e%C!hvX$0$GC$7g+cQ0v;c^=3Df<~mYJc_f<bqI`WcY_OO75Pf#Y4}x
z0mFRMSzh5nXL*S()gK$b6I_c0))(sX_MkF=(>Vo(fMJ|DQ0B%5%MgtVPRtZmf<ZTi
z3>h$tvpnDg*Llaxq@@3KY=S;ph09|Vovo~gj<m}&1Tt37*2}l5(SnA0!ZC|VVB`3u
zA!d<WPc?n2o`$x@X|p-0YPS^h&_rxAkZ${nWkQ>cY=6^n;VR$#??>Uo#__X2?A6S?
zZ%=A-K1?rZUEwEO7Wa{5eyp-r`aE7?EsU>6p71_Lce&!!bQK^2hNnYk`-Ri<$(ZtI
zk(j}GG_uT{*GFE*MdFB!&ImMM7-v-!n+d^UqYR@^vB(At<J4(}Zfk~|*zl$X-DCX*
zqUb~eNAmt)z%b4sNaq{Dbh7%Rx!UI?-UbZgEX_ylaM#J4p1TG$9X=*2Z-s`vwG5(m
zq(T)Gst$@N{jq$fI_!9cHUAHY(y8;Pheh?hHp7DyrE<M0Zo9%dA3^w{=p1m9kn@X2
z+6_;KTxP262<70Ekx~ob@mWnfDSd$5pQ<LGK=xr{8NcJ9;_t*`xGB27LwEa-_via$
zamTnpSa!}iPV1r4HVjWxj?UF(c}8_eAAFSdRy{lp5%_xP_y_$zx$?~G;%A-0FnVEe
zZN+mxY^%HZgF5=NAz*kY%@F5JVwtAF!&Y?8fgxZRr}j=b5-T@LRqMlAv^!$)NbpXu
z4Inp5MC_!ULm5s5!#MR-j<a##Ll_p7k%g<AY0suVaUgvr;B@?{G74CJm!E9Qyk73X
z!VCKH!MIKs41EiJmSR$&He|M^=QYa&G|Hc<M@ze&`|{u(41q&B&EOin>*>^A#~Cc$
z4XOr+_1J_X4c?oBvC@vJkw&9bi3SWaM6V6ET3|(-Q1{!~wHH+YoCci+4CB0wYT->_
zOTdwo^gmn}tGcotyPg5VIJE~Z+~t8ger4#OB@Ju(tlv-fitC<xAkbNo7Q$SZ5P^+$
zXI1Uk`?<e5J;(-gJD1Z)FD<^azCCvHkchH*7<{Y?Tu&&8IK;rw%%0;E&Tn1d|3W_{
zHrAdKKb`Mg8_e;i+wK}wV_YkrSx<uAoq-&V>;nsxJ6iw*?Hu_|bPb8g7i-VEvjy%@
zr{6kVGV*Y9y~F*5>u_Q)>xnk-B`J%_gY^asvtB#b!X-zEt+dm?>$Axpt*?Ijj{(4X
zM@^w!O~y5+niLu|HoE@EI=tm?K@e=5dMl7CT?2D=rZnel6wP8jMUlionT|>DOE^eq
z#l+5}(nV_TI-Ci)0M0dq2BFmik!_drf7N7l|9+Zhx{iuFm4-c*#IrwO7jqK5HSuhW
zD3MlK+!}<~3TCcKwq&+eK>?9fAl%wtz2$3docY(UPdr^2*y<c{P9V>);rD(ShH>7;
z>7Nu9wDQzt11DyCOuqrcIQ24dvq!z=<6LX!_nLmbJfZ+z$fI@w1@)}3nOi(h-vYji
zm)YXe)6asbKFO4Ic5zT2kol~tI?TZkFpTpF#CgYiBfH;7SFJhRI+i!+<JsyS-`EN7
z#0}HSfMGiOAf4O6{T`rWF^~T3f5B=}9gmq-e_|NMsa00E)K;Xj$h{AC&l49bSIM^)
z)25t-o&<s>uyF(nl)>f=v!ln1Xv#`c7w&TVZ+PACtQRA#tp$S?Jp`Gm0A3|K!GZyP
z3ksdf#ZKmETq)Q%0m9(;>2>A}F}yMa)!m!LRD}EzYnLsE1sgu5SsUiaiyo~ybm_=&
zSLw*#pUAnU&0H{6GhRzsHhe`B%`y4bGd7Mo_#3LKUG*h?(CjG>;`zdAZh^eho<9Rc
z)g0nIxU_j$t`aAIgz}Qc^(<@8N26Ar{;J6z+MGD$T0Z(POREL~&Qyn&PY4(mp-&O#
z<gg&I<oQ+(M-Q<yU>Ik4C|oL>*U$BFl3$gr+HCG`M;l&)<>S1|5CVpAc0rsJ;v`z(
zbuKnevJNDJQQ<{&_B-h%Az&D1Cl{S)b<t^**!Yw3b3jQxb!_O)G`N%U4S2?{;oXXu
z<3=xcPW@oquDl>@4$a!8F<=-c7KIfD(7td-fs@QYUjB`j2d>MQ`V0y%2yMWYYrrth
zX91@_PX^{qKuvlK?b8;4%AB_-Ne&-Jb|f|g3}gNfsg=(GxD{#F)6-Ius=+niqYV#K
zskb^-QyYo1fQ@CqD4cSIiwXb}phz$E*#B(4XCQa&!*!qB{B714z-c@YWWXTKDro9S
z&O6ejX`qeFW&3A|$^Z>q4FSVA=i*r86{kCYi*SMtRGqBF4h@5l5DD)#lz5w09S7WA
zg~w>gS~s|HfMar&A~~{PsXHB(&(x~J<g^J>@a~tu*?LwTMLmYOi288l2;A9%pTfpb
zNgpfS^l_A^K>LOUA%kMBGIi%-(Jh=4dj$*-s|wqys<8gey+?`1KX}eY7C3j_y69zR
z4CvIqKUB915ExpvF48<yoB_k!l+Q+P3*OCXPG_mfodt`<@Dmy^j1%896w^?^!tG|r
z0c@;dovMBK+9r7T<FyG5-fW%fDi&}J#%g0@eV;z0S@&@eUevX9ouxxQhtkK+i_U-m
z{CzkR<OGILSyj+LJWMmO7eTObB4pvHLwVi0zOy!b-LV&s72HuQ?q|3!c&7N}X2(Z?
zB^ViO6YyArq{V&^Xi^TI6G#9yj$;{${8A~IOLFIv>r=0daJvcomRLj2%9ivwg-+1b
zOQyHv3bBS>iGcWe@!YS|KR5yD!Uk)|W&`)5>X@t{L2&J{qAHD56R*}M7r!*wVTi4$
z7L0{RSfgkmUxH+TUXS5IJ_afsA*7xo;E@{nVs}1Z!ND-O2=^mfvEeLP4oncAL&P4e
zQ%yYI&na~ei%{O%>#aOYh8s}K0S)9}lv76bFs@k%u6NWhS3z23L^yWeHV;YRaVx8$
zilYU{pF?^@n^8mnxLlM^0|=;!G9}+NbCjrzo5O|^={OM=z+0ji-G#<qFat`grzgS1
zX_w4IF$@@^dB-LliSjNjl3L-pw@VeO<gB4zKm!=7LR}&_wJ;AxiOM7fdVK6{RTZQ}
zEdq(eS;fYwSq9!v;>8wCS$@bO5`Q4e+~?Hnb8E&$w*pC_`^dr|DTWLiFsz$a<99C*
z&JMs*feqgjIx>%81s7?mLclQ2OaK-801wbP3bzkz9KSZ4Ovu4~9dPa^cZ$@x*f{qZ
z;Qpfvj%!is(SYCsqf5Q>XB#8=FTupaXR&qxm8m4T151)>I9!3xzCf!al37kdy2!Pg
zeMgk(i8Dbi6UZ`@PHdc`7ic-<r%=M!0r##vF(8eD6S1hCX=cFAqP9!*BSh&h!V=tB
zq$Z_WnSnp%#YHY4s`DoISbUkx9|2E_4@w+{uf26gDzVWu6x91UJPjdW6pwAaYTZ^U
zGe?PRmbf<q6%6B)Hkxy)&<t1nV8&!A6C(r+<J3l!n@)C4kx_I2WWiXW1`OjwyG2yN
z<?4hwK}<hnML75HmbUsGvDUBB9k{ve(41#s1HLh))!=N8MDSY}TCDkMM|I3a%>Gc-
zVakr+Y!`@$O{dID`QU<EMW}EBOFK9W6=A?IcD<*&agy@_Jo_9eVp43tD4cZXH-%J$
zUWY1>$JtN*hWRnfECYsdO1Y>2a{}|DajFYUYw*PEN6sJX<aK^9U;yWhQq7<0+cYH>
z-@S|Nn`FoJO-qC9-;5e*!$eNdXRx5tWBVt@zyb^S9?31dE~z>mV^Du$7#u@GkSx&|
zF&F485;HP}b;i#HMU&C!uS8j@<AGiMiD4MKT)hT|xV$BaKAIZF3Cn;%oRd+3&c$W}
zom-=^kBxJv1jkGE`m2+c*K7tj--Le$)u&hQ^gpUB%)b#FFLNfnm|C_vREslQCUhMH
zMMie4I(lGuLS^ai!OzOfMDaC!R!{cH>?=;}=m4*h{BXF~%P~be$Roale+|`XL41}Z
zW<W-AQcOmyl^&poji0I!+W1q^2xcc>p7{vz>vNr-x=;!}rJUiK90P`Nu0ot|z+?yD
z?6K#)*Q0Mi*z1GUwj7B+40V@GoCXZz{0ebq;5O}+e|F#LXVQ!{Wxz1b3Sod#9!A|b
zxhfT9$vomkrvamIk^~r1NN>*+_gUp;es;QQMT}iGq|ktoI8iNs0W#q)K`#KgU($mG
zG&JydNcJAwz^IPL3Q~V!82-)!FlFK>FeQM;Y}L_(U-Z&j1`Ok@1GI~2-Z;S&*9QP&
z-Uz1)hH*wCPJ_o}uS4L6dP>!U#|8}IoPs=-`}C&ZB}eKXGOVhN%e8)r4_^Q?=rmvy
zPWwYdY{(bwfw1hqczeX@N1HtcINt)mfc0v?D4h3@FM8JwDyj9~e0B7LIWS4ykS_xU
zamwSzx45<(I(7OK1x!JP`XALM9O!)tll~gxnhulMRg_|7z%Wi}A4HK3m<ssqcxbFz
zU+(GgPCV#<Tebi3zjQcBs<0p$!UV$0#v<=4od1VCP^YE;#W;+$kl>K#0P%n^gJYA>
zYP7@o7rW}%*S>rR3X-ZXFh%;174E8@{z&cNDIZiVqUz+Ahf!W4+gDduH((g&7MM7H
zUhvz*Cij%2xD^Q-j;iA!JnB!*DSnYW56KbgXZylk&-Q(KXY9fGF_3OGe)vPN%XZm7
zuCw)k&oZ09#_F)S-R}8=ANN@mPd0ma<C_V1OCnMJg8I%mX6l$K%EN#-d-Vt#j}FVu
zi$7>hXl_u10^ACxw@Ck3e2Q-?I3Dp3FpP5{h=e~}ax6g0cv!^7N;6;>s~%an3>2ei
zF}f~=J$UA;i#{E_u!Uxp9=!p>IOVhPc_gKd%^8U-#>P>d_u(>=^AH1k^@pd)msi~a
zLz?-1vA)f->yD3&D}A!{&Ec?$&$P=qEB+uHpp`US#sjw_4Y<S5)3O|+LhsYwi4x9H
zP#1kunN?1b%}tC&K)-~1U%(&MHq{P%Mwy4DECvOSDNg>J&02L1u$*X?A#7235fu2t
zIKVxmg7j1b3B^jLM%u9vaI_ql7>`f1>7OWX4Lc!BKLukY>)}(qE@kH4bRY%9S1QYH
zK#{evczC`S{)S|nfkk5nl>P$!owMj5?t?!IZ20*$iz<?Xzw;FW(K@$(%b)ulZ3UI<
z6&jXCRCppv+G%zH;G2y`mQ~;x@!*8xP|0L_{L-|viK(*8gOsuQ_*r`COM=QDnedEX
z!-w0LreiNhlI!j3Gp<bz(AVFU__f&UAE#;Qkx51k&>jo3-vUtiBaRKSTK*GJp;Ahk
zPf3s5Ua@f=U4pnXRa<g#PEj4kVxwOgo^!F2VPW(~f0i`pvEfi2c5}dQq$jKp{MBEY
z{Rpi@YGzt15t}xkb8H5jF76?RO2QPD&k;-R81UHlgc5V`Wlb%IV?E=zi<x1X0S?2E
z3zmrA(y4k<1IX1ovFy7_IpG;o(HJK!Of-kNmW|bT++z)2e-G+?ycb^o(3a;a<EAzR
zrq_NM=n!$RBmsOs&Nnu?F5dQSBKyM;@D$l%DK_>Z0GEw5<)&4ltREiRXkYlNWwUBS
zPTNwFEWML*fPRmY`~K)(AjKzI5nVDf4jT@Cwho_Z``1gA@*`bxUE}lC{u1%2NlCDh
znx;U(&*ap>i7o9UU~%9%gO|Fxm=SI0D_d|l*f?troS-VyyoxiIm>ExZrS3a?wf^)I
zJfmr7&5&8xIIby3`J@Qq+vwMo((wjjY)u3pD~X@H`rrF&_Topsybu*)^(&197^fkE
zrQj9u=S>8&gGLV%CDkrA&b2P&#gh?M5BVp5h1F^Nx$#%9n*^#N@)u20k8N*4+VMB`
z9UPv#+jDC!=C8VHRp2)P+@DW=!b9QlSCpNuewH0L<S&Fj>jpKH<1>^iS)XIsKp~&<
z_e>z(Df;u^Pt}hikwe%xa}1-RUvJmi^S1m|^VH<Do`$_dRDxuvj)%RZ{=_i69`$w>
z?s_Smx3gU<hL`#K2R!~e``KQk78^&qfSHgnux!4suYv=s8c+#S8$2Kg@KB*<{8_x<
z@P{EA0``LmCq`5~@(HZSLZ9@{bEx$Y)B~U&0IA*&$PEk^L5(kFyE3=MAdr_EO@jS0
zP#rL_dRlD!pjaz0y{|~<FP$|>nU<ZB-ZwohR=kkZ7r&mF0b#-DzQIyE{;-(DxWVu-
zy|ZxIt0IU;unz_+zDDBQwg@r$K0=Y??xWwN3U|FpMMV?J!mC`Ro8)=vMjK#?W4!8^
zLj#8C#Og3AkPZFE<d>%Br^-M*A)MbbwE(9R$QA;IaTY_(mIp3bTL24NVrJ1pC>Gf8
zYxLY<YD2&<=3fwV7z%m-Ta`lLJ7y0VH((g46iDOXtLj!-BeR;1yOG1w3249|PTX{)
z3RM^WT3op9w(4Xlc;GynjUnI}Ki=R&aly__yLM?W>o5iIgY7KU@!*I06FbWp_d>*7
z0BXWEOU+D4FtL*mgC0^H5A5ns48z#*U1op&rb&?ZnlMa$A%Jw&#j4|hT>Xg;42)c}
z(J>>Dm)7Ci8~n?9fGYatWbfZ&Yhq1q!$ve<7$@%H{zAm+?!(d&|JMw`Cxw)#bOpU9
zuyJ0Agls~J{)RHFu)9dn+6-$zoiJoR3N{wqZC{0gMsGb_b@r;OxT8q(r!Q`KwV-x#
zfZ}R2?82sjuil8VRELKvZ%QdP#4ZQFm5r76U_^rr?}E!lb+W{d@Yw*(OS>nqS#^|f
z%LMMD!Qk|iD0m@MM^W4WDJCP^Ww6ohuB&=5Q>@X4yY_+VR@;_UUIZ6J(&H00)foRU
zGtlmW_?_?+y>A%sjQ=y7APMir&-DpZCrb<@qe$aaf3j4EadyLrcJ5HMIZ1mLO#0~8
zhTSY#vLFbmML4xiP!(@26@IDYq8#eR@c5)ud^66qN73^v*?s&}EfX;W&#KPtXEz)q
zHcn7THWeL$Rq>sv4gteBF+bFwyO}LtqQYxLsa>(*lnCy4ENwDvf?^(|*hhOV6H2;-
zjp}gEdGqG(^2wu=gdYU*rk06bRt7v1E<HmIGxV}jai#pKEi)qo4C5S#G&{4b`M|nS
z>9H)aht_8Z7{-a^*Zp~0iqzqWDbY5Z!T)zG)+`H`N{BR3*PFR}z1tfW(hqIxteamL
z?`2v84IpEhT()N^@E)qlwj&TNw@a#|ys|joZLkNgZ|yU?D-?O@7z|=}X#7yhw-BsM
zZ|~HQS2uDpo8U3eP)ciG&Ufq22P(tsau1!_a_f}_K-po^GQHpkEwHiZjs|l1%5N&Y
z>5Vb9;gzCb5IX0<0LfA<p+DOLC{%%_TR?>Atffw2{ODtr=t@Hg0mJjx2647Uc=yDS
zOn{Y6*YcRk*MnBRX0idpIOTh$@>mlt*Dx*Q1G|69-Sjr3Mt1yU)$D8s(WU6nsTZ;V
z!#LX`ogIiyJ&XQdwp|%h0kU*E?|-GqrU_31PAqH`pl}Qr#)-9;`~^vNJyis=R&_j7
zg!&Uly)b&cGlmPjJk_jP9ey2F@!Xe>0?C7dNsg=d?z*B=;3nzS@Aj_xY!18#*E^W|
zDocdlZsO0P;uT2<?>0Jk*;KDRcD-*Ja(_VZXAKyI)7E>SlP$I%H7Fh1;dx+n<B}zs
zK%gLSKN_VI8;*i<jH6xXxs&H*8SB!HgkOWJBd_BS`Cc9>rQy&Lx5-Yy0#LDXy}NS?
z!mfR0UGFyIhSY;$IV5NyF<^LDdh2y>rDuF?Dz;w_#>Iw_IqzmGTutNDTd4uVIJJS}
zW<OPxgqL&&b$|O%wmzP88ZZi{d`;Y+Umn4mr<xan>Rly%)zCvs4H$*oegPQ^G83o)
z_(6&JIrco-aSvXQ)(e(F1BP*CBF-7;!*Q3+;Ja{IGk<|r=|DKO02nZgGYfI15zZ2*
zP_eP-l_IzlyVYalr6*GRYC1!}Fi!1^bJIy@GYGS%eI!EKYSKxz2jtZil-IdqY%*Fm
zntbD@{HY`$-=CX<pxoM)&OY}Ma3L4QJD&5$E;ZH3GCg4GPyDI|6N`_1`NPTQ<EB)Z
z2z=D>kTe5EVWkbaLa?N95JkU;Z%TFXSA`igt~Cu9#3>!h?Qup*ibTs!2S;U0d?u6+
zNsj5CnG&C2r{Y;(2Pn~o1^yk?!Q-w(f_F8dGKdq*We9lwsD^jrr-83kaWhzop&IEo
zjnjZ(oV{@%g+kG9gz<XdH((gQ+~}PcHLb@MH$64r@RJaFN!g!xGfIwU*U`m*VVqCl
zro4ofq{jK%i)D{3|F)ISdV5;G;v+^vA}yQ=q{m1G3O`3nJ_J1DpNaUF5q_=DV`?9%
zQGO}7-H!j{uW_U-y4{8l&JZw+a}93#VX-L*F&-9AfGezHu)ZU?altTByw)Hmw6j{i
z$GtD_x~ZKeCBwB`#rAQ%&ve7B-toupgg?t$erx3WFPv=BI+wDF9!7t%^lSf&OR#W^
zx+?K<#FKFbK5>Pg=@}RX_(u`r^n-y^2=!^7weQ@46G>ID3Z-*}peLi^&h(caDF~G+
z$1Z9)$G`6xpLm|wppS*0r5+o-Ek^~PRjNj8`MaaKNdpzv(LEM8o#|nZu8_C-`8%I<
zhR+%c+<?KMMBf`H`S-yMU+(Ims?|P+gO-WYfI*x!5$7!SS-6!OZ$0YN043UikDwDG
zak{W^vil*fL%}dkdD6^Jei=&d2#_zszvZDh4H!m_=A-{XLf#`S0ph`7BZ-Ii5K{w7
zwHXrX@f8DxzapRKGAsduDi5|8FpRSs^7~6<qnp*dO&+PUFWcT9R>AZctTtd6=by+8
z#|7ri2R;C*jt3vqpPXHuqB5j-$murrDdi-!ie?Ufvei&rJ%$(?Fi5ks9CE|%BAVk;
za`Qn&J?kw=-KA-fGhi4eUagC0!Wn#-1Ig)ctn0FWN|GP8A?JQB1PtTU_wQ~xY1@L3
zGn$kQ8mFeyfMJ|?NiSLikDaX#6#|eYoLfJQ(|}=|7Z9gBKDfi9`7ox=5xDh8{$p@H
z)KwXjk~$=%d!k6jD^1N0<9GZWsrH<+tiCbk+zS<Joh1su2LNXX7{)2H1x5tV8_{qe
z$~ss7)z!`Bor^;AMA9xVP9zN`%`SMxpBvXl1YUIyjz#^jAJrE&PErh%=%ED*CW_(@
zrtJ6&ibQxsCQ)=3b{f343d0HUQ~uoPFg+E~_$h4kjW)@}E)bblaL8_Jnc1jd7^fbx
zJ42DEhNuy8Az+kZ58UM3d3^>9<CHJAIwGU#G}NI7odyi!l<7{Ra9r*K1f|+Q@s`F@
zeq1{Dvt0TBaSYYr2%<R>d4-MhYWSHbi;jRdqeN$7m6lLduz<54m<0K#wj-e$-XNK!
zNl%wsnhbcxuSs@m1TJYoE(&zZI$A~#%Yb2=c#aZ+*rts(O7*$|E8yAHg<t=*2;i(k
zd<X%<IP-&s^%vkU5eN>!m(lkkld*BsJmk{pbYTa32pGoxX&7M75fcw6b&wRxuT}#N
z$`CM&65V9}LQHUrp>Txpa#2H852^ASAn%4z%G;QNVf+};AvzJ0^`sCyuz~if99|P=
zz$lzH#^Q*!!8lc=ZYNC=U!pctxdFpC@xsJk0AFtDPWeSaZ*!A!xQ~cAX-8w~l5oyF
zdRAy3bLC*MsD*%Giu)i=N0Z130SiDnoVs-&zV_VakN>b1AI5T|0sl<tiCj@q!7$F}
zTsZY?F`X(#iE)O2VVrX8Sdkv2R&GqGu<oqM8`>P0JD>)<@!jr^rxz81Fg9nSvGur|
z8yi_(;>Yr58fKpX4(VP;zPl4wB+942HOX$J&U-1*{!NtPf>b;*)T`m-pFf(i<}q;F
ze)f0uD%G1YM)b${bHkEQX=eK5%sO>y_jbn%cY><lhKP|4g9CoUF^|{Jnp;60Or#KG
zxR@&$(Ev399T1K~-Hd)~dpGP|h}E<`5b4Oz`EE@u3-%cNjbx+wL*_XCP>d&zOJ$70
z?O09Vrhc|?vDdr(1JU4$g_^K1DikS$ojB|0)p=*m^k|mfCtgRCVM0FCv;}ETwif4F
zdK0eEvVT6mO?u{|KIPt#U&Y2!BEw&0Dy7@YSrc;mz{YW4L%|oC!PB5^9Qh3a6NvLQ
z8o8b|WoKAzs(rJ*+7u{9>WrMioyXCzv@G*l-#E2+jioE0lBYAvIB2@>P<gc$l`<*q
zF>;RnqIxrRwIE<BFyxs*S|Q9Sc#YsB1#3g|jJH7|WQpcM2pHzUM~FR7On<m;ltG5!
zLauzN9n^u*niH90__znr`RUdU-Y|?AqZdVc;_ggj1vWZ)m@126;FBXLAz&CMdKkoT
z!l?u8$m9m6{-;?p{yA0(WL41_0)}zw_&&F>piT{(@2#GYa-FOV7{>Vs8Vh5{nV}_x
zHR%sOU2brGHWs=y5|IrU#`y-~lu?7>Vkhzw8y&VvX*yuHsj-KEVVpAor#~V#B{pdo
zq{zC9_|OUGn6mHA!`vJ5WWX@qWk_p%nkPMex_E~R%r(;*ce{S}d9U#sFpTpq;;bEv
zlW6!o%G!6m%EX*2@Q9m6c@p}&1`OjYhxSa_7DLk@i76eNuMo1+970G%VnU0d@rh}U
zKUQO+wRRtYJMvH@@fe46eujpuq0%q{<B)E^;0WZMl#G38idR_9jhzhnY&bsRQm$(7
z;^NFV$0QZ1-5qc`cTCzRMh6l|+q)6*M7M1TPx#b5BzkV-?VnZXO6Q~Fx|Gvs__G*r
zD!S5SXf;ET!0_4P`zB>pnm7tR>)gSHfMJ~add<BMxtIbMFJJ7wj+0x0+udcr2jX|O
z5Iv=QURT+cd_W5U!#L#wkKJ8-*n*3awvZF*Js31tojYEQlMGhyd61R)XO!rPXxu|#
zON#KVj1tcTgOJV#2fhjbHLqQjUx7cQh<C;Ey7v>#Z(H%qfH$(<!AW$2EA%89FpLue
zenl^0h#o948OoWd`?oC7EqEvf4CBOTVDW4)PBxuXgoy`E1BP)vjyRnosHT(H8Bn9h
zxW+bM7$=4vi$1}061+dkqOz4J42Fg>U=&W;Z48|;>(56&D!u*&WDq@6ef@<uJ^j-L
z4C0Id>SQRc=tp$wW9r!^TPt<@5^B3VcJStlZO6Q*g*F5X<CHu!=u}e4;_0E=3>d`O
z8d+Hf){;M8)A;zz<V+|i6682mi-PmHJshS64CC$vAMi&shxkmmg9F{EWx)8&e}y*!
zkMudaWhMvUr1`y%{8!0`1-MH^G=+T$f~^DavhAlj9<-`IIS$(eGCo1##VZtl?iNEc
zL}K#)l;A?JANeCX*eP}}ULxi`Hc(0MgUH;74zWWGyu{%9IB-k67;5g%)h!lMd;<AP
zvfwJG<-uPAhGk5~TIZ9=KM(@}Z;1rVo$<T>3U`SxAUUr(5d<v_-qTda1GV~7z)ia3
zhWApYtERIMeKz>e%ZKtm2<pKwQw$hnMH^ho-Z-f!4crD&82AY=G7X#t4B~tn?cW*L
zbOn)s3SR{ejm;(->;2+;i;Y=#1FnaUl$-hnbfB&%00wNVBrPsA4=AS~nbJC%20Z|e
zM)cS?3ul$Og<pk{!5<=cZfqRzwb;kTn!0t~#JYcW^jQnq{?zvC>m7Zf4iXt=KLC59
zY^;~3G)j7`E~I0rjyNPiT!uaQRgWqI{3u2t9R?txF$dURfblkB#K!Ru=J#<2Xk37Q
zy#S4(Q96FGal)TAsyL{PQDU0JXq+ouOI5u6??I*$h~}NKFku*yE_tKyK`^+X9{_wK
za#jiu8GH7z0x&LYtW(>*tCm?GSgkq${v=G9y(bKQbC~WobbT+X$n*~s$dKim{=tdN
zhWwG&QqDwv23k>IW6`_ikj1DvfL+evZWm9rQDiJ=0B?;#)W;<z`b0|3OsF!cIwCuG
zKVedz>OCf#Y^-zsz0EE^3$m;_Vj!L=!|aU%vS*Wx^_56JG2zTKA9r9#_)&W`uvX3c
z38VrWUCULK%>o)P;%MBWECYqHaZ0*F4IQfOp2H_51xL$~9qWoW28?kir<YtzLYERf
zQbuKTpc;be0C;}jkA2DoE+-ostH38cj=kI+CRlaED>SJZ#MoQK?%-Hpc6!s{;Afn7
zSq4rQ2@JE#00FYGBIVnQ5Javz0V?N4xu@eYA;++~ol-72F=Ie#Lb;gOxcC~_#K4x9
z5d~^qYlD>U%HL}G04#OYfec(Uy~0Al1bk5J0{#F_?dDY>u1*9yL}>sQrAFF-qV^TS
zhlPR<#J^kOw?{Mr24G{I82`wIMSJ6YR;R4C-@M*9L*w6q__s>@q2L4Ye<SgWIWVDi
zD-cU7EBu*RZLb3U>%Cf}JUtO!8dUV}K>RxiKZ431nec)5zop|Z3OGqQ>rVaN@;;K=
z5HNu_ClbwC%=k{5jxhhoyH4CR?0-;UER;06%t!-10RN4OrVz!aCM3qE*T~H1AJZ@f
zy6}Hdl)3|Esv<^SaPY~h4zf*>;KRi;mq-W!A4o#wdy>GhX^HqiJrbd{9G_cNCriY@
z*8}!fT5qePoEz2ExZYNR=5m<<?sG1)N_7J1to5|B%qqpEr6r~$R4SL+zg#6J?H8Oj
z=`|7(U&u^^e~!bH`gEjs7s>)QPS~H@^aiGV9|rUG12XL*^nms)2#*b0$=m_jpTKGE
zf%D)by+k57HV%51DG@-s_ye_7xLp->3pQ3-=TFLw-VI6C?Rxb%7#<5Z8Gv8zK{EFG
zPpRGPDhQ8_6U`3r+uOwcbh>?Wymydi?0TT&M19h9dUk04bOj6skaMFtvob9;?LXmT
zNgOCPPSpc&v?*^|mN*+0#5-dL6hp`t_YN)*Y`7R2cLE8l?ItiOv46&YK%|X(s%-cT
zX6|H(g;LqNII6O-IW1dpG&>SmlQ{YspcL3Rcd+26QSu%@uo#OQa=3UBe~S(8lvdh+
z3b{YMo)hfP{j_CiJA|L}Q5`XwwuE50avf+yI|8YOGlGqN*@FV>e~||}wv2B)VlMAA
zJAP17VvU5%<TSZTwA_%B=m(W~_5)br+hO#uGD5%vaN<U_r&S1Rxvmhan3`N8Juxw%
zTx>?UT0?8$f3=%7s9U!|%i7Ir*TN;L$IAB%s)K9dAkKh{sn`^}<14U$h&Da&$}B_4
zu^I6LNP<LS4X5^kTTj@VVOx-mHLXIG_YZa$0Pk`;oh;FpY;t)Ch>cUV9wHy<H49nO
zcQ)z<Ovx1S!N#nrD#$S`B9=fjPx-=2b;Mc%*^kqVjq?Hkc;Zz&h4`D+on|1dde;F(
zTnh$aU!v*&i={1#^o!@otb7B8VPj*xH>%~0J0+fkS`bbL7D;O)sRM%B65J&kMyS5H
zOd!$t8*I2-E_cKY0?{KSPtZQ)%-k0x8q#X~2(e(pfkxaBX9+|z!#LOi>4kBUR>Sw4
zd^Y=i94R)|)_2dJi*8uW#~txVeiVEcNVA#^(&v|t_F1YU+LB~o{D#2Bd07(zOvy_P
zFaA9S$^fvOga46@)g`jyv3C1=__!mQ$q%^}g2{kO1abmDgpD<F&6ypkgCVz2bzmMl
z!Z?Jy@cglWT(kO|#~}==Bl<(dmH^|Ba>k&hr0NK#rZeWr32dyb(+k%AVi_dJt4{FB
zR~vMHc$M$pE;`rdY^0=Si6S(gdIL9L0zY1bS9^M5toS#}y&EhG8yjnEt)lg-eb66*
zhMf-DQcF=PK0<Durd6n=icAx5Rj3Yt|AXKd1S%d37DCzyUHK6Td^3U<4+b~RFbaG(
zf|m#eS8JHF_3y>Cb-Jdr*i2&G8Zg?}Sc_&}%<LKiEKnWzXj2@#44)cHq7;cs4;vjT
zqOK?x=M)d4h)5gZB@!zQ&UfCb6F6-Z^|WQig;ddXVJd8FtZRwGA$G7Y<l#D<EYSzn
z1gx@axXQ4xwm)*S(EE?WDpMU8l+<(h#JT88Do5|cJ3hWs>e69|cUK+JM;^jmi_%oC
z>wtUkQM4arW0iSv=~t<5g0@s0_~=C7nf)iO+vMQ;NW(l1WR2dx(xK##V*z>ZU#{Ba
zKkVt9xAjd3FISx`v79UhJzDiAh6((zo)ZfT7V)ffaJEr4ukHCYVQ|=3=kE4T|7Ac7
zxG0<sfA)9Swgom$a0X<hQj|tc59RpK<Bxt;a9$Iir8-Jn_dgC_!p5=_^TQjYJ$>9!
zdI~1iDa)@6A*XaoutgNfGRLO~V5>1YaRNmJ8|&Tj<A#nXaXE@R5cD0qKb!Jl@ZF%x
zBwg+Q90C(KHI<ljIW_6`o*UOuMpf0}8bw+6G9BDrKEre{yrt&GW%A%>xkg;e$WU>C
z1AIJifC-S7eeW^aXq(E$sX-6hcdh7mF8o#xGan7pLxnn8s-sK~ZHEzcYgK{LwNa)O
zkndmrnx69%lrK~ra}sG`f3MEHlnSa1(}zuqJRJlu9*VKpN%E|J6ZI)J*6A;QYBgdQ
zB(<ncmUu_%I{D{&zyz{1())9<>G8H5W2eW*rY9z#A+D_}b;RMbPL>!)AKij$3>!|P
z<Bpg>APW%$8|UPF&qJt(>jT-4nPQ{M!$p}r1B6I6*2Y)+uAMsbAxKnrI$2^eeO4Fz
zrh8zBjZ+;lg+OFM4s3Yy=8hWQ^Qf$_aa<Nq281RPUf8Aa*_g^M8?NBNo&SRG8BkGv
zNTT$q=rbl?(W{OJ-)V`tGPxArAHyvh8`G&DNY}sNyQa*>s!Ou5)a$9-QIy$5a0z1L
z<V!=@Y1-*;F~?Sb3bnDZxZ0!Y1XAX4R87x_&8X2WrcJl#HeEqT?ZL1u%f`xHB4PKR
znXuWa4xSc!<HEswCJ_rg*qlSa|L5QC+M*RM5UnPRN#JkG6JU(|b}0D3Z$IX-LNi2W
zd`6A<*rfP$d$?2zIv{WJmf?2_<@*EPnR7b$`MO}&k)Evp;|J4To6eNv4sVXC4uF@%
z%}o}E`+&|CbCGM<INQX}@J8f-)32?*_H&eY2!I2;W5(esa6pe51A=J9p>{?M<xvbg
z_>&#G!JVVC1SAT+7>Pt-!|6NR3H)ODdwnr8#rvBy0tiJ>9W?wC;H%PgEWQl3V-*;~
z2Y$b#@%_w<c*xiZ9H??^I(p{|aIZv?tmuInFo7Q`Wqb(sjW|0+iinm_<7kj2u8`3i
z0w(ZFb$Khc(^LDW3OLZwR*Xq}8Fn%_kem+uGuwnNsVDyoY=f$UEN%^xX-9(bB%F{f
zO^*U&_&|DUFg@uRqCXPgK~4ZEnyKpj5w6hb!FU5E@bfkK^P$*rkMElju2@mQ#R^TY
z0e>%AGEyP!$%eqqf5!{WW>a~IA;Bk0f^nOJPlW|7NCPC0L{pdd7m(f#<pM=)oV0T6
zA-FGKWBomN`dxoMs2ZX=C@H1z&qbjTBk9N*0zUBDrHwTLvOAzg;?T6f<;YR=s*@!S
z1nV93Cyt!|k3I#@#RTpc9wwFZDLpX;OyH-=c#kUm1tG5*weXO|vQ?QbTS3bh!!lq3
zz9rty3$q<=hgX6rz{ZLy)aJDgUwseN*6VC;`7CsBhRUFJmbqzhFio)AR)c?$jkUc@
zr?sbZ?uPTX(*ba~IakBq^r6kU7|4{3ja6;@r$syVpAUuXosRgL4y{`d92<)&%T)An
zM{JNFt}VX)$Tdwyom%a)R7ZVOhO)*5Yg)SdhRWiqvpA>dhRabtRNb2nc*}u2fsOUo
z>4WehT!xQ3B7s2k3~v7X>+#qAg6t600RlFo7)$@n9Av6{Poq~Mz>i$$hr3VinGqp_
z{q;G)oN#yn#Y)VGA0qAbqhJaNY@F9`O8dA271ZQ}xb{!we&Mn<;$;H)f2@58ypP5A
zKe>`*$(FPbmz3<Xls-@ClCmU;RFZW(SsT}S+f`^$N?Ag(Mzn|)L~<oc$<iW4Swg;{
zXp!=JpE<KU&olR4{a>$tuUE%;-FxmlXU?2CbLPyMGp?i;zn)qK+^c6)%ODdt*@|a7
z<S{0p96gn&CrsH|i%5D8DAsRp4=7(`(KtzR;0*UA4HDDO<L7&G0ivOT<vl|3sY7}?
zLjmz-?;Q`#S-&W-NS1trS#}4cyKfJ>Hz+9sVGs<P3Kic++kw*TAJOR&7xWDd-Fs~A
zwfzEN5LuP=c_01>35el8pZK=t$~W*ZfJWl%`v!{GCto*iplWs7|J1BskVtJ1nsxiZ
zzN~?-$eQZ2kwG?OmOlR33v!Ygm5=Nj_U{w_GCSyh;e{bppq(BJ`z@&q=2w;`{<YlH
zcVMX0cLvFmfZkz6w#!-aBJNopH1TiwUJ(R30H?(9UionxO!?C2SC~%Iyfcq<I_WY2
z8}6}4{Hr+*BkBeYQqGubhI3rte;WjO;K@&!Us;;?r>f*MbX{N!DAYa>t6P86^NDxX
zb0o85t)#+uH1V(cTSbUfeU)5}=x5bU4+5h7_&HM^f4ys9kt|t|KkH_9^)|P4{_RFs
z8iN=!vV%lVK<rwzEPs)LXvQFM&itSTaYh_<QPEO4V1SxSsxSlrQNHrWe`J+|wKoWD
zn$!wLR}1Ap02rw}=;I9JXn_Xf%|o1c(m1?FJt3gOAZdX`Xc8}h;)i2s3c!HJt)n^L
za|eAFuyx!(O%f2*I!*k%K#0>HgT#5uaoC_MUEqB6qme^x7T#03T%sATuPL?nM<lr!
zBujqJBFTd${@ENSd@mG%&g>0|gh!u7mkEf{<4(WhL`j@D7$i&HsJ<1>!aoY=;&8aS
z*{jv6@?!JZfn2Ht74{;@5fC%#E<XHfwbEc&BN)(4)Ie?Mo7}@KQlX!afH-~Wi>)5I
z2TErUkSkld6_oObBA34sPCy)L_`thur=gUVLF7S268;NQp@3et&oS%wIe{#zG(8+v
z5hMh}<<|_)ek$L!a7i>`K3a-+EW_j_+Jc;bs6RRX=3?pX1B=LC_@m3Pc?$`MgJ1N_
zN|kPaCnq%`dvPnr@J~oU*c5()$a55ldOJ-4>&;q3zKOLCF5DsN9Rd9UEs7Q0s@@jB
zJ<WSr4>K?je3;7%c_cd_t`L{mEmPO-_Y4lD-mrDa>`jYK&AtP=_lfP7oPl6h7}v)Q
zLUX1B+%3MwT^W-m2ah7ch^(C?ImLd(?Jm1?=}DIXx^&?!Rj%BolNbp2$v=i$sVW*4
z2Tcy#=9VlJ$<6^Qh?<;=lkgf0mjdGciRG%kwgTtR1|cJdxsp#}hlew2#Ysq+o(hOQ
zw+$Ni<ld4f?xzt$UYf|uB+1Q0vop?&iaJ|5N0CR|5mt{8CYnA1PZ=af#UnwBD$Pn=
z$NWkuzkDD6DB#{ko!6;D+d{qZJn}5wCnN_W^3k|Xy40r}b+TQnq*A(DFSbazL1>ui
ztXQt6UBf558*t%V6MwdWXiXkIh}o#eLPg3sT+R<2;kKATa${WLEd&JZ<La3g<KER8
z%lMbX_*Y5BIr<QJnAtEsiWq0Dh%nAuWaMiYB+htjX62yHKIbZkO2FP1vPhOJ!~^~c
zDJTJJpDiLUJ*Ae#IlS0&uFRzG+80I&QLZjzt7s7`3JEA6&h7mD`LAt7O0q#nsA{S~
zoMu@M&mejNBK^r*8qb^pdV|OcNjANpoh;5n<Fwl+`2^pLSr;~Rkt`tarKVIqnnvev
z6foIhB={;{;#ucN%pNS4&6pp1HR2<mBkTclN}~IXL_t7|{pstyeXhhd*&tbRuNu{e
zWm@!5=9}ScxN8QHKP5?clMUl#5P#divWOf(K^AHmc?EpPy2$~^$r>s0D{z7&uV8Yw
zDPi(RPU(MDE0Rn9u9@Kw9CNA7kdw8yOqsPLTtF<>OS0_I|5qNm;8_X$-#-(v<G$pv
zIvzMUw8R9EmSFSe8E%gz{$1Y}R1sqW^evZ}#Bqu3=G16AzU6KHSkBwbI<hS#z2gBU
zi8ugpc3gJQP>B$vHl5*snoWmi_8fHmjZrrwtlb;8DhP=3sr$OT(|tDf3>v|$dgTM<
zMHBzB^MNqv^bktkACH93%`#xu10=B~!z3O}{Nrx1^FPkd700_C$s_51<K-3Z-2mU#
zAX)NaHXSaH#Qe(A#J}!@PVSzQd5&MsCZkC}NB?p1%I5*}{`nj>gU&x>tv_n6V&T!L
zD>;OnB#D^8ICD-kIBBCxd699+k-<D#&XNt10d&^Kh>Is1CP}>9usDNGddQz8KN-pH
zU7)c!GUue{EfAJD*8y*`80H)aGZ(q>7-!C<X(Z-TPTYl$7lq{~AojI-;KjQ))eS5{
z)(uxp@`Y>2kE*UTEF44h1jMt$hF{TfJm?K#ICaL#OO}jt>TV4rIBhz(S1+pY(2)#+
zj2eK*94uWjd&`mEMqsC^ku3ROQWwpyEKQ67`84gTqKC)Fr!4DSt2OH1@Pp)dXc#h3
zIfPS51}AuqyAJYDY{U(~h6@KQtKK}2Gm~BcUj#u72ZO{}ctWudUWIjC0kNj|Bjq#y
zd^`{r_YKb7wR*g|eL%60@T@ejFhn^3VLPy+fVljZ4Fe|jeh|A@jm*;=tKfgWq-Kvl
zW7?Bf9zuAc@`hq_AHMp&0OTd;<14_pEX1L&I{1MkAU^FCo;H0C0_z6xJ6OHx^!?v9
z`ZFaA67S%XEaR<YLkNhWeI}i?_BZ77wI5b}PL0BAm5iqn3+jr@T`a&1q9>q(ZWt2|
z!{sNAX-MQBSa0QTJS5Ju_sp)5$2s&j$CD$-XUDkWm+|%USAJb+Z6eO^P8Q=c-Dqe#
zSkGKFlr3Sz%w@?b=qEhF8q_-iI`9;siAnExJ(scHqJ8_eC;>YVw`qFT?A3Shpx(*E
z{fx_-Wn7y`-1m%~)#%qq9*2_Z>e0vekta!h(HX;O3%I3ft|uUdPa_^ZOJNx=GUxe=
z=$@>aRLWg@G)ZoaFW<V{l(;nEtVWmay?b`=b1emRBTHD9>u+qzTQGO<ttwm*&=0>L
zKjZt_=e<^8!C|amvv`i=K@*q3Sk`Dq&v)5=PU$+nf9BMtM-yukH#1Crb|S8TRV9ZG
zh1b!1As`m^KQ`s)igAHOvgDuajXN7rx>~ohR~H)zQ>hXEc#LaWRStwf<Q?#7F^p~^
zepPsQo9w=L!N4H$Vb&g}&BMMp@#SyZt_g%e<Soeww`53zpwp8D@&1WMWOx2hI?V|J
zf~_#(iw2P$lC5Np?!REf>qtg5h&;}FPiMMDb(wx!y?t083?hrNb#v?vf9Be-bVKyW
zAhAJ_FVkd=RtkOl-9E1cHJb<G+8<YsThO}&G8ua$MQ~=zCe!<_Zx)CNnd3)(lhz{e
z9S{zjMegJJE9d&PznoU3;NFxlNQ|@N&MYNX&h~iL{rVd_;vLh0akCVzrWJ#LKGV4c
zfu%O@T`>6bThNQc+zYpTDz$0lx^Le`u+t#0qDr5r9Fr`mGH}9@)Fc5>?#!=?H9uG&
zu!t<jNjiPgKu$pC2E_vxs>Lg*#dDZkrH2u)ch4*$OD9RZd|bn0Bl>80CRfFm2-pyW
zMPeeAGkLH#k`@vWM^A(^uee}zAjZABcGIYuqah~k>ynbPrg8urYm*UxuVdlm>*@zH
zvD}##V`R7F`O<A;wiIu+eH7GcbHCkXc8#JHPG$L1KBFY(EVg9W_ZZC+>amVQbVDr?
z&O6OjHzL=Ni_AZ9(ZTgKkU^`FEcr`PH@MTdA8rsM_tL~}QI@-#WEs!5ePhW&r2iTu
zH+I$O+<#%$wOw@U$VO`>VLxJ!EZH?FUEibj27qq_p&5h3S#&E-FC+o?AMjszbSE=h
znGXdJ4U)s@jro<Oi7_BwRJytUchbAUXG1q@clzY!vzk8_h#xvUF=^}#&p|gm&w?+&
z(Q`jbJ8gJmVA;U8=pFmtTKLny@bvVN4y|r4*`aaZTlB}Pw#}~eSZBN%uMyv(n>v@G
zTdMf1Yd$Cu_!fQAnJ+wj{m(dOGl*}|XU^N#>9&qIJ89QzWUIOowaz??-eXGn)qiw)
zCJ+YkXIuS;>(=cz>!Lt(D7<XL2mLAqe#Fca7|^%eb|>5mKLZ>~FdbKS(YL)LzW0Ij
z+dH=@42BGn!`f?pWocqVd)z-f?lKg|fCIyt%CBjGLrcy(cZMndg8f@>zY}L`1|gS@
zPRiv|Gy&W41XxeXLO?$V33`4RvUDKH<i<QSbChGxbmC0<C%TqNgb(m+KsYdQz|H4U
zFpLJtk{yy0)BMWP#6Oxt<kv`sKgw?v#KU7*TT7Q5aote7D5;Swzq967mL~q)OZ<ql
z{%*!#T=t=Ggd3F%k}?5%als;Vyrc3LDpG*5JNG^h`ZyQWbLHZ?o|)GUmJ-oH{Yn8z
zz-dPgL5AWm85r(7XyV_#EU#~)pfn0F_ApOH#Kmu`^cutp;cXH^ucQhXGJWl6bz&~o
z$d!?fUBk@g1LVzNf6=$+jmpuFbJBF|A4e;t<5d!aWXX~&2Df^fUs;;C7~CZ<I92vK
zQa3~;yGq%0cq}aOBD^3;Kx{qH^qbioG20A6B2eX1s?!vGmNy%D(8rl@7rv<eE3Z5`
zvJloq%L<4}f1JC#{n<F!Hi*3ukOxitv(@c>#8wi|<J+<~b&Y`7UgVyeHuXkq(jeFm
zV(6iMdC<hZEuTg^IFsmK6a66|b}bzwHx9rSr+J}ubNl`?4y)aQ5~@u%op_ax#QP!j
zH_1P}lSXDRhvwD6J^^v^q8V2ec)C8;iK!#5KjZI~0ZiyhqHLB1po$Krh56uUC?JNs
zQ2dYUJ{uNT#1Hqbow5I5kAaUMt5PHKXmZnHH?{^bnz5I@{7f=b<2x?-dH%RP&Uatl
z)A7vh*lZZYglC+K#9lH290rLA`*<Zg(030A`@1ow>uYZRyoeYipyL%=Omue(_PSm_
znep}JOkjOV{>8)PrXG_-W3XqPy8GU}V<SgfUohS`|DdB^*FHU!LX)v@GV+usOa6q;
z#=LHiCjKpVaZwJ+#6uUkNz#2Z2SXjQn&v?h|7c}9c#&(UWF6w8=i1{_;Fab$c%^!&
zqY6#l*9de&Iz+6~9)0}#&O#zTQf3Ys8fNNR4tX)*rMtpuPwt{Un)rv^T}zylaflcp
z_<<6Bn#_z_X14)6*z4y<=bk|5#~|c4QI0@(kS6`#%tKN~Bj;9zd?zSn;pAzbr_vx-
z2b3kqE4w^7w4OeJygqpoD$nkYWKfJ_iIKZyAg4q%mH#ZeGkJ#fMm*&L`6?o(;+JxE
zvUO%A($#qd<S~-WmGn1vLOe0G;CUB0fdIK$;<gd_^E{JXxpr=Ssj&x3DgLL(FC)pk
zz~oLzy<<~3F-hX_ix!KK2IK#Ha?UAD3CQVARyc(Q{;H%`;&l(?%D-06C%693<UNU_
zHc4`?d%E>-IgyJbId?T`DVKl_!{HRwJMWd1c*Gour#_O>uw$)wGL=n|B%WYoOD5S#
zVkcnJ5G*1KvQcro_^k}&R@^G%-ROdh9wpsU_e6jFf84$}Gt~p>IeD9lq#8zM98SO4
zgUo{_Zl>IaamLFlLO(?2;IzV24U5^S@C=Nq0`{F6i;$hlM4!XYNCb0~u)_Vo6%dW@
zI`K{Y+fj4OAoFw?%C<DUPG_^Wfkudc-s0h@7T)xIm6D~I#2x&zwnP^Bc(<H$s1D8b
zP50b-rmi0F{R0!wk5ue$!{2s$6MLXw5ZOFQ!kQZK_2lmmMogJ~9h<^lXkKbKF4>AV
zCE{{$C#^W9>~|_LxB^=zr@eL8Ro5fjWDwdS&;ZNx2#n<U?MfW*E(zsd3}QyiNzF?Z
zmv<(Opl5evk)$Ev{*Ew)dPICXCi~JFRxtdDRFQz*>f&K~^8h(%YCTfqvD6XumQ9+(
z@Iehp^-RD}EVymcO~rcsmXghtV;C-^CJBfJeXeNLEEC1l3=$K$97U(l1;fJo>gH2G
zOjr}vxM$2ZIPy=<oBvq7AJuUw#xb9)NZ=v>WX?W<pD3WejF3OGP%4n;G6|g^h6Hpz
z8_IO>@pbV)&QT;0i_3zF8s*U}OJ~B&J#l?7_EAbwh8~nOa#wi#v$Ynz_6hC^YeZ7%
z8IY(qVF>6s8aXO}rhEjVuoF0y>zUle8kw)iN-M8nwRa}VXI*FQshd><bk6KHqXyfk
zHlVUUbaP40;TGL>08^*bRxUM_a$T;VSLVXpjPFZ&LO_4?fcfZwl-$7|dYniI=s@Q0
zDT~N|6iHZ|RE~gl?U0(rJ|1F`yO?AHkq{94C@5}Z8AO(41LN$UKbvYRlJGd#P{7s|
zu!wBLt*Dx+1Z+t$i$IL(4x93|yD+&M7=M2DVUi3e0>_wqtM&wX1cgbGykRb9;X#7_
z+{#XBg@C;!Z4pdba)afEpp>hb+#Ln^itHtU@p6sVT?`_xW_PzEgf9t*j(eVzBdYzK
zvWUEoNnD&VC!bYq;Z>cv5sEw<+x}cw7XVTHtZ(o7we5$vsG<>B4ZVXfZUm(QqUnMb
zFMRji(Ue8xbKJ@U=x#{BmWi{7e3AKbM^V0hFJ+Q!5*h)Ku`qkW?r(8iXAlf^EpQV)
z1^Xr|v%6i3gh4<n1X3or{M?@@i7*FP55Fjdzab!|E!<Gz>%FxDi=aidJ%9^>OPV=5
z@Da-`KLlSf&G0Aw6lHw5mehANHP|Eg$+!kTrQ~m%^-~ZTcOe1M{HdE)y!qzzK)iVO
z&`zBvE(+ux{!lvcML>rL#+wkq_>|O@UENSKFVPiz7Y9q+bYPOn#vV*g$>m8BFKP`L
z<wrkcCz3SAhy>tlDNnG)hOfmb`A~B9c$o^aobtybg`|#+E&NmAD_~&^A}cWoy*d>V
z5Wnqw?zg+Ep!|hFWJc1f_jKJ4Q~Trf8jqKH(1d`#<nl+#BACgSkcpy_>+&`}i5pH@
zN<h00sL#cI#Ae!uDe`?p-i^t#X&edYaf~>?vIUdmF-RBz3b=)LlhIzx<OgU-2x$F^
z6zT*6S<tZX1>&);+9-rqmMDgOCxEUGw#*a?TSh@TMLvnhA1JEE_h$MM0WtLEDpe+~
zIhoRt*R(*^=N5NQFPJYRAS#u5e$kunED6M8jraaA@8BBS;@{L_Lni;DVHzq11BiTO
zuN`^ky19YqT==<(9sXJrpnHmelSJM~k$YjJs8>*fRn{rKZ^4@}3C$dyKK{5rt0tjb
zKyoBt$Il`VjM^TlH-9*ZD=Y^d6%hOC7g>DeESMXE$Xl3oa(B3ds&C^mn8YoL{x0(-
zmRC)%6cP~kPdm1w@eMfUGl;x{TXDTZH`RZ_AP_0B9+sls-N`Kuq815=UFBa|_wR7L
z@@){A%`K`p1_AAL;BE%@VP{Hy#I4X0781~*Pt-`~7$|C_zsapQW%td^#XQ^cBDoeU
z!o<*3LcULE_AJh$`;6Ui*NV5yW9-z^Q_qnAIPx4hs_|@G%pX1;3xxIP*{kc|zNQig
zm*=uE+^_&mGy>v>$43k;Ujb($20`jHB#E9lr;Z;+MA+CM#;IFJoh4vjg0_gfmF1C#
zeUL}e)Q6ldv&bR^aHL+A-lB<3K)+ubd1t{aDDGyv?_eHg!Mm|B4_7;Oe^Vsk7OWHs
zh|PEPC^df%&ch8N%d+8iiwL`h>r9c!b>thjG1EwX!!}7pDF_IzZjKasgJ86k$!$X>
zS66}W4@ybEPm+<H*oJN-sS~iFZi~bfqM{86+w#%6P@B^PiVlSY^h?4h+`vx?SH;Q7
z>-Y#fkzq7>2#7T=e>`jBYWT|rG0NiZ<8t;3QXC8dp{Rn{T}Y>SAr9LCS3sl}&nO%I
zSQOW7Gy?Jqi1J$!%5)ZaHuac*?@xeS$?#7i@6G~p{;GGTC~s#Hw@qRz{DE<jKZx&h
zkGohtWJp_k4&5Z>=vn@VKSLYgBJiZc!=xKU*{4p<iwJ#u5HGTW*r(@k9al(xJuLMy
zRy6`*Wrsia*9>OhfeDRd`P)8!;W@%`&ci*BlXG@6qbuA9UcRmcr6i#D_^8LooBbm+
zLE4crWzYy0;i1S+bDMyDR>mUoewZjI;J%m8Jpy9&t%nabxf0zoh+fw{`A6K}xIEn<
zS0qs53H0>Ki{=Xni0ThDu5j(aAF;L2NS41d_q|EBq2cA!SpwqsyT5&6^--+529d+q
z%;vSIdL;zA)cK}n<yVnPVGsyZsa7RYt+R4gt>_Tx@SZavzVrE{Y9;(-JluQ&VpO9q
z*YvB8ta5|M$C>1?00{wc;D#>Uf9?7Zl3z3;M<rX?lNveU(ryn2!XWYu@EqHfc*~*L
z#a%}8pMWimX%V>`CIzji`A@(W0<?(UP)T}@N&)>FyoSzx%$`(kwNIj=8^RO7O<a#%
z%yV@|q8Vv-J*B#ln>zf64K`E;k@;Bw?xGIA$_v|R5V--C855wz^N=(Famj>_YAt_u
zabOWyl3Ph984=LYlgI=xX<CkTwgAz{fR|P4yPjSNG$x6DNY@B=AM#rvBZ%=zvKy83
zdpWzo(GMLyHOYrelH_G_WEYv1jEj0b!jRH?O|l~mDKB0g>ruY;B^NAzeswRJqW~hU
zU{a5RZR8JC!I0)HFYu@~B2$RbacnV<(bOa$E<BN)|LEWM2Np3qp&w}{L_l2J<is;2
zU-%x^Of({M*@#4VlrvesT?ErxYr)q@Vo9Ya1ngvIkd_kAE=%OxQ0iSq9wZQqdI#t%
zT44^e{oF|{63}|T)Qm5R!d7FqJuek_8h@FCc%wb7&#fdiHcFyj$IK>P2xwj=8(t8x
z$mL<mNGtJm%AMy&4_3T|>O;hULIS#oGLj~_d~pN#Z{A^!cZM%F@|uz4e7@m)KCRh}
z(WP(&jpgUc2u7ag_^02E&wTw0t~41${=%NL3xTvB{zBIFlE|+yh^)<LXGw`hZNO9b
zS`On9CGm#NGsrQC$_~VP!SJ7zh42U)fVgno)qj<(^G+aEjQHe<)9SsW&I?pTeF^y_
z_hHV%_Ex;*^n414NB8d7d`*ExC_=9hh^7-!f)M95tdA~=ZBh$tj)A}A|4?Vb>s9Cf
z8hKT=0*{AVpt)0#tI@ImFRf&k_%S&y<%O(jgP0Z1DL(IsaEfOTSsOgZ1k8^@Y)gr+
z|5>qZ!7ab1q+aoyZg^St@;YwCeTes{kwXetfd#O{QWgHy?*E+>LL?wkm0CXWQlIgG
zMWi;{PB(mS)jQ#vS@rn6<Il!1ra>?;bdik<r+&*;-W|uVO^#lr|0B5&*tbB+7QUls
z@Cyo9Y)_JSJ(XpY!bH{wb}u3o{^aLL<L|W+)7j&G=_)GENIL;!Erm~aglZBH`w!jF
zu;%Esfkm=pQ#HvV>U(HR`6Gqz2aQ26G~1xGAvt0)A8QpI>x2Zvl6y=2wfh`QTZ5RK
zaW^!qo6#t02G4A#GN(x1ao%`$6w9FNoygru8aZBlX$iItn?>+k56_r&GzSUT%6S$+
zKkMO-<w2UO0sD)NLsK`%-UWg3&<->_oy4-37xWBjoq)e?fqX1Y#g)|h7re~5>Fcfk
z@$q%LyY2%9QW8K;-FL@GUeUfRxsKgZ*B^6$XyZ=kek<xqACkd(RzNpl+2x6>REB&f
z_2-i$xo2Z#8gJv$NkRmC38BRf#K47V0F{~CF~BWGLd%9+m2^x`w(hxTvNRiB#{kbM
zm;-~zI;@uNqx_pl;Uak%ukt&o8wBi$m__0v=ho-wGiOxW5ToegEBi~q)DaMObsP2M
zjBZFrH%OLjg%QCDa~@(>3W#l^P9IdTN(WpJ(#X65@-Z5=_5?;L^2luP-|^7}q%x=%
z1hgX(SvJw)5E|Lx1V#YF76IR1r_+0oxWK)qUvetO6(rg8Q35%5KT}mJp_*3&MAd5b
zPfja_V6H(V)$Twmc}yKyUy&&D#5T%as4|FoyY*_Ckpx8Pum5PW?KvDa8pKqhpGP7k
zkV8ySSE9ce9g_sCCRs#2#k>^9KOq6}=kwiWOj%tK&z)#QKCeh3F97g;WMmy0M0REp
zCpvGn!+4DZk(@_hz9J8YV^S!fA1TMhdw#9FZeT*Q=`<Jwd=1b=^ux07;1v*an_qiT
z=e4--X%IPxN4*sOkp%3f)gq?OehWB<ApudSbhDW+T+=qNh(5Is=h9#h(2vsKP=Ft$
zNux6tT7slXzWbGXSC4u}Kn&c|p!&hLuml-I9$=C*{1Xz;V~4a8zEpc2&LEj&KJ0u*
zKtGg(-tmh`l>@1rEEjt5&4E6_ZwjutnkdhVrN%GD?n37xxmNsBk%7E6x!AP7Visaa
zyASy!Gr<IAhWiln67kXHr~IKj^hj=Ek_=J|0)8x2-p(XDAwhn=%EU+Pa_d(*^6l~U
zyu!LDtj}(Bd>=h>_LxZ`W=cM#T2XVDC-RPb^>(bf5$_flMAAJHn9ph8S^;tJwmK!B
z*@KZbh+M&~xHEqCN20GEJkBI{p{_zmK>GnH_(`g?U@DN={Gp?1AR!>`?KiIY)<bw<
z%OLV?ZsjIYbpk@(RHM@4>tJ^bBG2T#(<UMzU|&77i2Rg4w3|o>h}(a9Wbo*8oMRe9
z&fpJ~ClUfSpTQz>wjz=4U0~jc;8@Hc@;z?F$;G>XC0}9^+SY^wbWMkHh=i&t59I<m
zok`M2E(FAV^IyODrmncHZ4kMUdqf2nLIUFUbNXfMeGmz329a~Ql^?K62nmR$li%!p
z#g&)fzK%w8kT3iPlnRIr#V3wx^%sn-L1Yc>dEy(KhryoL_vW>N?^E(^{0>@|PBVZ&
z4yN(mq&MYxC-PlxC4*Wap#6hLNdvhd=MP2p`m#2MPh9MeZ)PHG#2|7f^WsQ2BLU}d
z29ZA|Nz4^-dskfko0c#heqKX9HAaz#D7e$ntPL-*!=JDtIo{?B8IwdUrdOEKm#$6^
zaTe2OcP)R2Mld>zQRyB%^#J_M{+>Jb_D=J1yQwnStO1j4@d~xGD8@TP=fL<;R&VFZ
zGK#W3GP%$6C9R)XblU=NlZ9oq5Imc32jn0h;}#vc9|ijK)F1WEP`P)JgEOhmP#0iD
zQ&rH!Yd4PH@lPvQ41<6#Rbb|G@+*#<`lI^Dbv+F=fgJKsTC;(92|eW(BA-8e$?UUM
zp<25^@X;4Y4r==`nD=veDbGiWBy5j~qkuk+g0bO(k`)7aAQ|TM+%|b3@0{}b(AhbY
zL|4I5OfngUPZH42`Qmv|e%JTAlq{1Z@fG<TCUFHAygjcxmq}cvo4>c1nk3;)V_7kX
zd?`ud)z*|RCrNxeJvd2XqcH}N^^+t%yIDyRme>X(x(zAWl1cI!qi2(?_|m=N)Fk6i
z{h=nwR{Y@6*dz(Nt&tom**Qt#mEDqEk|ZVr%w`bDFPJ1Rxzy+7mJ%D(MGQZmOYY-V
zE~mLpz?Q_Z2xewGnwg){R_tdcUrQ|#&=&)+-0@X`A5-$rQ}gu~lQ=!LX*dRvf1kRQ
zf0)Eg7(em#Wb#A)U|h*EatGXJf0cFR=I8M$sX=7*oWmPY6VNsJA+H3z)JICL(>$jl
z1y*El{!k6Fqy%#CeY~e;{RO-c_sA_JygGkqT#^q{vMYbcC0O_ic)wHgQi@#?x8?CY
z1)T{uiF!mpTg2%6?yfvb<)!7e<++FbuncO2fFHg3509do6tZ+`g+LC{Ev@{G@B?&A
z0rBX<%D48q9k-(mGLKKU!f$9wG-UT=C$&gGuYA#1>k*DMy12H#i*3WLB>9T^8`mdE
z@G<qDFo+z(B(BJnZ)`^<#pt<^xkb-HlrWPzPc0ce<7(J&6LPH8#T$KDkL(KpeY*lK
zG|$$(DLMGmE{3=8aZL~$l^7((xqJ||3ZeJ2F2pzz5dYR4wEdAUQ84&|HuKl6ZPXU$
zZp*=OY<ufT!#vq?J6S#g;*8fjZyR_kQmZoWUEHYqL_{e#@}_o8ymjIfsee*BSL&aX
z<ggmQq(`&gmaw*niFVzSh7S?Y#`kMeq3r9F4rR&NBuE1K*|Ys7v2A}!w&scN?(K8D
zsiX-!m4r{kQ`V^?cRHf6F!!~<q)H`|kE*#D?uT_#K&;(#+2G4Btb+_+jre=&AI?>e
zLm*jEBYICA2^#u#g7>j1FsXoEsiLvpWy}km`h^5U{d;d2_Cq-Y5)7g@sZyeo3Wz#`
zPb_cqG>+~JVm7G<s1*XD^$%0}-dP*>iwu(64m7f(Fx$)Il#P;bQe;?~TwVh9#Lglz
zmmBoab)^(3a&$M$p3Qq^)Za_Vy2+)7ZF%%^hv$g-UY0iZ$sR>{*$u^v@#0UI7uedV
znhXTQJ3|*;eb?iK0*lDSiX=Q89aBJz-FnS?A5X+qz##H$UJ-Ue4cV-o;(R8D6w0KL
z3Mp`{fT-1>R{5vCx)|>OX(Y=JKpklP_mq1!A_Qs>Gb`r8%F1*df1o8Gn}(LRb_Y$}
z<%6{4R0-<uq9-zyv~T_rFiDM}y1cD`*weDW<nCK=X~7_}DG#&rQ+VOuX7;(;Qd0Z4
zj>Md_+9Ow~9oQNqS^|0vj4H0@5e}d7&-UtV@}cOSM&v=}1s*~^NkE@sp`aq4JN%rI
zrPzINym06@niH)3w<Ir7mCI#mjIbNC`^VjRkL=lRzz|)AIH?R?NOQgs;(S!c$jsUC
ziO|Hq895ytFt~qii=^|$JVDT9(u1T+-_be)jiFiQQg(Pdg{8nCemy!*q2e66^jO(*
zNKa{AJMhHfTvOgdW7BAmEUBa98)?i5Xw8X;MV8}vTZ#HYz}_0Rh}7|?3~Gfy4zYrO
zSFxQ$LO?rvkr+m-cM=J;SnDIp>+L81yyKmADB!o`;lqmt&Mb+w-b>@;42z@Y5%T<j
zIZSCr%o7l6o-bDCy#-jvxe8ZWqR_0X^V1ElilEAzFr_p?r3ChLG2+>J0SJ3hd^eUN
z`6VyTPB<QYtml!m=ga|JOaTv^O(z*Ri`GK|zM;yJ`Yp;lXyPCB-)d5CQL4{Vx<g@@
zeFenxy9d-cHV+YEgOH+AVPsWzNm3>p4hDXwm6(9m?`k+#{r8IPZ{1uikT<g`Y@oj(
zpsSc8CzQ*X?@8o=yE5N+c$p7*A&!191#<Y1u;<X|p|2c6QXyd9Yq1D1O6Pgubkc^=
zz%V28ppQ$)UGczk;MyMK!o$rF7N1?Ve528nzqaDY!ysAmHtxOq?w@@+KDGYW<0)Yf
zIW@Vo@JboUnu)XK3IW8c*5<;VGtHib$ui&0gC_p%hBik&mZaZ(K;OPSyJv=|l3epf
ziQ3FPdt@YU!ffe@3tj}omX~WT{NcX01B+zIlN<@mgC@>LeanZ-)&CDnM0`^(*qbG<
z<K0&_X(|DKZy9Iea?3;{!TrB*;jU4c<-o2BxD>=(oKIX3&?(BeK*+hun^R_+co~rp
z@DE1fj5e^04jxEP6m#~=f8o@vCVbBeC+Y?vvsaxKJN0I^Uh(pvkFykg1E>3d{+V5|
zJ2lTb!4{3^iOp&(ze7c;I9zqXSsTx8zYiBM4U#1<<!R<ZTIN@lCjNOhy$AP)*0Mly
z{%$%+nSf1Cu?UHP@}0seWcjrS@}Q6LAU~p&wqV%zmoxGyAPRqe#iafpX9uEFwOyAS
z8?ps!9>2^PUPK441VoRE&slNqGqA4)@n50zG}}nWJ#6Y#<AkkLwFcCkxS4D#Tc@E@
z1O!JR;H4S_{VoP>WL+XT8(3^h;WMD8_ow4v0tkpn-QN26yn=W~q*~v}n{FwyFz`>r
zd!E<%hSP?_9W{vm<O+XigmL^vq~z<&x^r-Bt~B2U*_YDCx^fnzuYmacO&nNkM&*e{
zFE6>S^vPC%+)g8trW_acUOdYQ0niIV@&y`rO78%<JC8F_5f>ggKY5boZ@Zc@$xc!?
z0y)H?^iAMwA|a3i$q2=ZO8Mlx&$l0L*>~4b+~axSLwUsm>)xeA5S7GEm;7Zt-s?Ge
z*^7bZQki^<TU@^Jw0t1}ab=k@WgqH*>%51a{$u|0h1UeKC(A3H_#&VUXLMkW^Nz6(
zo&6IKE2g!dzHD6vQi3%C6;#?sC3)n7Yy=%&-Uw*&@D=LDlSy(LMb0s_bUcy_=#n9m
z2FIQ1a~=e?h6cgIGu-7oXkwH7xZB>k^uy!_T|lSU?)oo%Hn4vn43ecUXsL35Tocgz
z%F@I?=yp*(!a?1;N?pY=`OVohW(4e8WfsYj>$#IovHc^N?^%J|(EE!0Ba>v%mk9WQ
z-#F*)A(|ecdXc1m_nuv%3s<ra?&F^2$&xj5*3HNUHU9MqcCEBmIg{UWhLLy5*bf^d
zOLpg#C=Z(0_vFiIY8BW<-Vp)u%-;L2DpM7??;V>=e!9ftZ(|kk(*9V;2>9`|Sex=4
zsPx%Szy4blG*j!YcQ4s8=Iy{w&17jsHh(eBB9kPtMkZz9Wbd7XWXX@z?m(FYwhJCj
z{EJnr>``?!?5+wb!uKD9`oH9}xZT)J(j@}=TJeFDMY5!~_vAas5t`Un<pMPVk$3{{
z*l=gdq?u*O`9u><qw;8CZAPYhKdCF1XAU12>qJ=h3s_VFVo#Y}9SgnqG6F>!$>D0a
ze~~&<Ef`^OYKDOLwdJit&Yz5C3<6WH?o=r&r7yYD;Xa@6dnPs31$hQ7>jlGf@^1);
zIs+;cSX}@)f(PCm{OlR~8bdK_tEFGvjo=Fs`LBGoYU5=npu#1`>j$zbM`D~~_~^^w
z?lu|7N6mQe{vs!SEtS}kyRz?Hx`h3)D<3qtTlc<Q2U+is)gY!0u1~DelZ{6(8KIzO
zu|#9&vZ>z$a)_24<Izng5&{DMtN$z#7fpAvXa&PLeUWiI7eEZ2Q@+qEOD6@Q&Ftfs
z>|Z_!qVZlun%H65i{qw@3WPzVS9p}CbtFMsmSbz;vO_<9;qkg3%txA<LHx4sek=Xi
z2D)9IM*>YzZ^OI|NyyU44XLLoQWu4FH}w7E$-B7~_ffkh8${OP-Z>I)_`p{h`2)>}
zum0SkD{;wu#jn6LBJwV91Lc!R2K;QCbD04*@W#Q_r#goy2&^8qP@z9Ph1~Ydvn+lj
zhR=|3Gut3&@h<XNz$bWA%BeCCISrAo1R;=a5JRpKQ*>=N^@uJ3v3%Tx)u%2-Q9Fak
zcX_^LQ|knB2=QH*6uTFq@*nlPWz<7AXODd%5C)0Oh*->aVBfCFT$AO_jJ+ck{`eQ&
zgai;BtDa~V4498qP9s=3ArVZ}9yEXi1i!R_!!d)%?d<2(CK3W-^C#b*am_#fOIbwf
zl5kF^JYAPRa4Wx3D+KH%V2k)KTbuBgjf2S_RV!hUwy=)`#Ca<o9lYziu7O4TN2Vtn
znLVe}%6;ZU5W5k*adi`k*^S;p)0yi|NttB4DXD}~Pu^v7zZG4OY$NFf0quoFZzgm3
zu<$PEqyplsAFf)k{S6#F8pPZrcf4=_<6{%p{+KQ?s+|#?smL<CGjbm_E2>>urM}4Q
zNIb8^L=atyf`5MYA41aOd4J^;!_#_9HI=?LgILGxB5ia%^`)+JG+c{0nXfk>0uDRg
z&0C<-xCk5)5S{y;95AlpJQO<82xO-&IL(ITk`J=m>~wwjBV&%8r~uPo5V?{`9FJa?
z;<MCkdm@#qlXLW`i%<!QfOz%O#uxNkwK}j!maozLh6<954dQDwU%|jRgh9+*j6C?3
zI$1x1)RllP((;-~GJegL*mER2Leb^(UiMFh6i1f`h~q=<m{x8kx?~VjGtcQCw-Px_
zmpaWpn|LAMhubi4weX9u6}~4Y@M`OpDL*f#CWxV2j&(0h5W3hNCzPyzRhT>-|FD1J
z_cWco97p1>*++RYCe=0K|NAF9{!Dv=r;+=RKQB&{NK75C7063DrmFf<XI`h>2zbl7
zCJ(F7#O%i8?kvu~D?5rwoOpd<oXHFCp)`yd0kQp@>TC8tkd7x5G$K!8X~5ZrBk8hu
zZIS(l;oKTTQjzi4IQk!|z>)1pWgm4Ug*rTZHdQo0?@H2ARENMdiacU=>_)>Nepx#<
zJC7Tu_wkfm%^z(+y(6GsYPvkIh}^^<$|jv6kVCS@Wl5d#r-oPG*CRpi9>uVQXHxGv
zvk9C<KOi8^-F7J0_cUT}29b66qg#obfEe6vUgdFXk%wy#xgcrwe5reu(IbglMtA-z
zb2p9h400<8*k>Iqf+J`4s+<~o?j}Uhih6!N^=(s8r8;h3WV&bj8RJl{!!TmcaRZ9I
zheH6wjlbUCuu<Q|fjBYY<j)QJufm=~-*OxZTNDxy%U+vzRfAG^N6H}bMtmDeJq!OR
zAZ|VXvlDk0L&~*5WXohnSauON+g}EFhDY<5v}1D`*p>uDKQZt0SO3l*h>@d*|6Q(J
zu|Sqn)>*zvDo8-5#jZA`5?80BE|=tPW|;gEaex1!XK()>$^@U!tvI=xiDEq*Ns)6*
zQ@2gDh4*av7q8s4Z?yF?khGtX&8EMj^VCl2OHk{f<{<&m?pXDy#XqlvC%7~sC-MR^
zo#aA5Pg<Oq7MWF{_g%puRON&o#k>=LjJ{O~E|G#Z?S9!+bZg_c0#RYsX%COD_d%e`
z;zVjpjM>olM9s5d1V#PU^%~8-m~7LP;2?a4H2(@-K-^&PZV7=EgUFLPn~bQhx{y}~
z*NTbnyFh=*Wbb(IgmQKNYf#{w>!+WfZP{v4VPz(s<s~VD<V7F{UqN5wNGB2k{?VQs
z%xdq}6@N=Rgh`UEL^VKPX&4XThXlmWFRyL<cj=n~as7yHKfUwUU4ftL<!6q2xn8W(
z8_flPjVb9R-TNe7Ry3zLp)Q_5WP@a$jIXebn1lqIOZZm)|H(V+k{orP7jJPeMK)Zu
zji<n8Y-ZTNnJq9el-CazqU8njxLH7tr{t5#C1!4`ir?;Qhpmu7<k%$1m}Of(d!j!I
zj~PUcV-jaE%xge)*^tjANtl<Vh8Ns^Jr{EiJ-UnrfPhx-=zY5%lDybJtGT>_38S_a
z^|0)it%c)@bqCow=I=1?6*(0X(&QnEV&x0(0}vZ#pVp|*xlIG{#>Q@sw5-&N&Xl-y
z%x%-UIupGLCPRGLw)l`*Q?3rg(yN~<R`IDGfvnCpU?+8nfGr?l5m}Q-vWbL%Sn=%S
z%VsS?Rj+P!Z>fFhyaIvTl$4!4?E7MUw?bE(ED}hsxQ*{Qd#(bHzz8z}I8}Ta-;e3k
zlp-a^wcU@cm_cG|^>LS0)E#dMW_Ilxj?icBiOrVk8F$Zfoak`*7>WF80GXZKy)u^(
z=iQJ$N91dgUOJOUeZ&t=NfPgr+dO85nSFEV&w3gz0y?1~5*V=kq1pmE@D=I5ceBpl
z-FhO*jlu3Nhc78`^*RRuTYB6gS<+jYN+0f%Uid>in`{vI5N|D<T6z(UI8#m)dJY?i
zXC*VccGIOLlbksN>ur~^<OWvtJZR#db;phF0lUNp!&<a}5)cFL=rexuk7aTDUn5yM
zx)nJT@r|)gCd}h>5GqL}?!(!nl0UK&rh+R3Y}UU;=ILw-^-N!9c7j~mzA5ME>N;|~
zD&m!!gfg31rc2g_Er<&OVnX5aW1If(G&~fo5!szbG`a3aQ?I))FV0@tQ*wjErSHzM
z2I7IPkn*B9!z4Kb&p;+20deU1vU`8K`cfRKYb1x<k3aAGWof_XtD^3OMj$Y{d@8rn
zta~u2nf{3V!z60gO+ep{`paCC`ir7>Dg>sak;z*`H>Z7{SSELoynsZ)G|+)_NzpDP
zMjt*Ud0ddr=HNiE=dc`w7>S~Ak0TqEEa^Sf;L+sv#l8cEs>i%@2xA|siVhJF4c<Dk
zETb(daTtWG9HmEwbug;>QJF~k&g_=6zWJd&c3TE989qhR@HYfR^QFhnDsZF>-d)s)
zAFnpK8MgAT>E=dK1Ohqi=Dh&0uOE6ssS-E@bSqz(b7s6+^gCFLErtGSsjuy)6E6h(
zY!GN!3;ZHn1v@NX<Q6xReh|<}En7@@dkZ=Hio7C;G~^w|&Ge@PbdC+)C*flyR8za1
zr)!dd=;C)ZxAGRXLO@@{!G%FKzTc$eqdZxXtwj6+@TCsT3ebY4&xW$8*93AnX3XWd
zE6P_7{-_K3dI^I53go*qo6^)EIbPVmn{Kub(^ImT5<qwq-%~)W&&XG`%gP3UMKDMu
zFdQM>{*xE-#C5jb-0>6!G2~6)R>*WkuBv8m=?ru0z+FG6#0<DH;8RX^yrA(WWEvYp
zUc#-=4IjSdQ#)hg!Tt5m4}?MF-z+cJQ&z{x#(7hP1FDhrUjraN;cmE-1ka_A%a!aR
zPfwID(!NCN1MmS1f?+>Ff}s;U`3<+2PQy+hhhg`^X#SM(E@AS3MGt4{Lavy2uBYDg
zjT<r-(dvs;$2^UhSb$_>$W{ScB*Y>%*za<etqX1th=R7^oCfzWbLdt{Z!Bak2hq{+
zfVU0zuQ_?=F8&Ot!Mg`H(7aK^v6?~R(sB!p%-vyXjO~9&K&-1<EV%xYc7a8V*;h9V
z%}cf|U>8CH;`XsGFC70m!mkFwY`Kj@|1n9gCr^bPG#3eoasvk6aMQ3G0*lB$VESTv
zK=bT^eSZN%p^VWmYPJwh3pW&=gyP+I$`XA?HK8owb2Gsp0rA)U#S5I)bYNf++y5J=
zLwrmfKHC-a1jLpXb`%>v@D5~rYs3##j%oDMku}vi1;QZm7c_-X<uceG1;ocQGUj}>
z3NI)a#E;q7K#@TpmS-?6!^OmxK5c)8f-?lf)+c_xWaMH*^bHahi*w%PDIB?J2$F;Z
zMEb<y3zxpt5@q%^LZX4~!TU*MfmQ)Srvyex0a4>XqsoU?fdzv|2$)DFfnx>44;At~
zJhBijyBWlf;vT)}=NV6Z49jQ`d{nt1AHtl;VM>w_N6DX=xL->jJwhr=Kx{s?|AJDV
z)x)a{8bOQoh^42fMLHghxdE(T(TVI;6#36PB^8118}_&PUx_S&&%i-QK-4L`ywMBi
zL$3@%!dC94dS3S-UO@7okB_&r0=b*aP?dWjAigR*yiImr+&VQ#mb``M=}t(H>w49=
z_WYlJY;Zg!3}VE13>qMtGI=_L&#Q+oMtyxIn@9-w*^}~jHoUGCf4LvYkxQ3h>bvq4
zc_njqi1<wMmz1u~^-D^6`-e7fE}oii3rGwixk!w<sKmFGUab7sum{dT{)<6m)8vxr
z87Ii-QcRXG8&Wp!8Rj8?_#nE?SK<-%ggJ{8TI4I12rU_e?hf5UQ?wY(*$x;@D7!1n
zXvi#moCBvug9qYi<Q#V`;WN}c0l^7zxQ}iS?7n%zR-{2EAa>O)^=6G%j;1VP4hh^T
zGfQ!?ahvhb)-9|T?udz}{d(gZ;fZivjNUC2OcHTPF&1iFxs>#^0Iw@f)0jNs6U&1t
zQlSK=fF5_8`>+DwmfoXGGLeRufcD%GPGcAT^h8RaGsDRTuM<NW*6LmuAq@a=dh3=8
zo^1XusugO)o{qUyY1*Lt!#{ZJ9=!IZ5tCo!GK0)pq4v>Gy<g*-4|M%Ov_J94tut;d
zfTG(P@so#oG=A;p<#lnaVi0qH=5G0$QhToE-Z9nzcjn0FiHFQH;y4BBgE4{8M$J>a
zNkW1wzP{N<iywq483cNKFDcr1nn|<4F39W9T17w<Taa2*I{g}?nQO!(Z@8Nx{DKZr
z-wlEm)uXBE<fWdP8Ifme%-Nnh<m<sE&S{u8+vR0!obn=hms`o82|>Wdi7f)YYT*}Q
z19*P&NABrYRPL34*gbE?<~G&31Qvl>*P+H{6VPdOcjK=l0qw+ZGZRI<#hFevUFB)%
zEvOqAbIBkY$$Agtp&nb2nq0-h3F!N{ht0*@!xVK<<U`?;_~Z}1v*+UhLqKj2Lw=B^
zq}RG<whj6499uV*+nMlO_U{p!Am2n&&?J`{apuRZSI>C_p(%qvzAZ?!i%6!U`QXrP
z@!4!d<SPfVt#ZXP%*m|F$-769MDm@-G<f@|W2<qs#UL`1NiLj$6e|K^Tjg3Gop<yV
zTu0T2<fn7OMHfId2#DzwUS5@dbo0O>CTMsqO)CO=$;IV)URd)5(o1piH*DUj?3q?S
z^yr@i>Ia2g)YR;^?Zz9DK8t2|sfacxoPZeE_RWeTKf%GgK@7PHtZL<P<mQ%?4zli}
z*o$gimE-Wpy?jPPu3iK6$T^sS^hbjja`j@VN1iJ)W3dbw#do~(h8U~3LF5=^SR!GF
zB|{nnou0&A-XQaIkmF`*u_0TtB~YS}fH=SPm<Q@T3Dq!&c5lL~A#erkaiB#^i-+Ll
zn4pj=D#vOPImd+rl)qYxhVVZ2S8srG9TE^@+TQ-n(GGCJ4T9EHW#{%}T|hy8Ne0a`
z0ye4ABJv&fwOo3sf6VeXz8rJqeLdAx%CKbUQW0xElKC$z1b4(BQlB+D5*}ilh8jff
zE~-A{NK9Q)8*-2<@k{XHq7t5`CELQF<iPG^W2;rfXCzJCzeq;c@WF|DX4$*?h!Ic;
zN>zxwBa>GmoPd9fC5N(7xf~|*0K9z(9xbZ9-YlAtdTm)xvLoO}W(~R0WKHhoyJuJo
zxs0^#{Q8{Y?~0iPWc_vPj-1DOz7gL1lzfCG;1=UkY};I2ik|&@3>q4m0t!jj?A!M+
zBm_kLi5vT;Rt`tWAB|YoY~gdDAs~Vs%Vf93gYb5wMts+d<3dRNHi*1OX>yo}aZ^AX
zd-%pdzg9wVA%n>0dGIz<Oo4!|4MUe&RJ9mfSn(VdFON&+KlSdnVbW9fH(WXdyYC$E
zLO@*Dr2owmerkmWgft>YD|RC{OL;yZAa4+V!<GNtnb!{*41e1o@_se~*`$I5a;Vpl
zON=rytISJ9tw`+%=vS8!c<1Mr5qR&!x}yr_5YSbSv2b!ZWGtLIgQGQ>I|8Cov5!l4
z+l_0!29Zm+mE??x9P5~y`WvW61pJD0wJ}XzpkGe_h+Izy2X!6PJq&Z)lc~C&T>R6V
z>*-bYixdSGRQO{inT9)A0i0d;=yU&m9(%&B5Nk+4q>X8K@A>B-FVY}caw6-3tHS5!
zCrx6KKfs+NU_C~Q$jMBymPiQbYVMFfm$X6EpBI^A7#R!#c7j<%PGJ%^&}?=P2rx+Q
z{qGTqP#4rl*a%sGbc=vEaQUbuO=lcPStLtV04p&3dC=tk&8~g>5AK)qn5*~3)Qcxx
z9&wgQh0KE{{>^Ic0^^{tN6-G5VXrW^0013`s#8(%YOg2PRJpGN^6WK|Lp=lYuA_b6
zQCHuWkCV&@*jk?!kq;<`CSpF=+^;w09svMPs@@qo6n`kzTzNNrNG~AQ(+>!UAJn@_
zC>?5$xIkQBxz_;MuWQcZ9=6|I3I%`xM9pDebbMyc&cGsBIvg5#QQS|Wnu9qG)p&*G
zI|1>1?eku%umD>ogZRg+J&Vu$@<7*`fiQ^PO>;k~v-(aEYR~g6qYDC=!P`)GtYFNr
zv&Y_B1)j?%@8?$1iCqG=o`glr13+|?%jdaV&jN<uAkuq1^2fG?Ck-w!H4p~zUyt0k
zc4?{WhNJ9)LHw72IRq0a?Kn>xz8W<CePA+T-WSjJNUa)>Q)PkhBC?a2OirO}NkE)+
zcj0SmK8$F$L1Ysq=>?fc0{TD$YX%>2V9h9wzs%vIkt73?6YsnhmU^V#l>gMbcYr3#
z@qBS*yZE3Tw_6M%Yhz!4o$sC<CGsgCCS8=VufvM%xbdnH%$HHrcjf){Ii)vcik`Z}
zq<Nh>v@O&d3%EgaOigwrF%l4yf4%6H^6%pgtwBtZpbH0@b1r+}B?~6c#7u2mS0wiy
zw(IWrnIG~%aLXX_fn<;TxZ_bKp?n*ul5RTvd++UUv_}C!gUI)pB!l#ufPJaiB5^xX
zu}QbVVc*OeVgHK#dS><>(4*qeu)pjnYTh`oXaANxhofkfno2yMx|RQ-#or^4)?yHf
z=c-(~J28CnkQ&3h=;I%+bc&BR8y5e3=W_d-{qKHU$}~up(N8z!&95v?{F7C3`{Yf7
zd&=P*y7nF1lfUXTzSG__G9Ri6f7l?nwa&xozUq~&^BLn1#Ez6ONSra}?qAz?fGI-P
zc6f`H%{pOybvN|gH@%|QIq>Dt#6Rk)^~5V)<@sIDJ<4GeJeuTplUmnr(2(vjv*rM3
zU6%oadi6#|U*Deb(f4*>S@NY*8nF0xt9qlazbkrX#y{(Z-`mM$$qwxI=Rp(ytUt-R
z4DBlWhyBH%nuJh4r_+ojpr5EmMl`=wPZj!_CnuI!tlX-lPX*lydZg`ummgaXQ)Up~
z+;i993>qZP_GO;59NS%b!D^sdVwZk{Gg0`eM|`Nby~j<%kE2>ZtK^jNXks6i%V}r}
zh9}do<eiV@Lma#B;jJ@nd^8Zfy9|G3TBSE37Aim&Tff+u`@!6E*_DzXLZTqaCg~E;
zE(Z!1^41mE&b09WiL>wrIxQ(N<|jM>)8UWG(=Yg>Y9QBgD~_aY=h0g$bUh=oP8<QF
zF<z`URdnmfMr$VFh2~1!ic=dKr!huL(i2lLcAq`8aAv{P2nem)(e1#^^-54i_)1#R
z)2T;Qk}a~6@nuTbMD6+9VpIIXuRxu-bJhH<iz)`9;ajZ+zw`2~)MAHZiy7290d1{N
z7a{ZEaligj`LsYT;1*psei35SYsXPX*zQ-0qdj!P1zVafXz{{#-<3w<#jo9|&=xLh
z@YHqsdf<``*HnK3PGPG5Yi)1qUm-A0fT98iUL^$3zF@;Z+;HSb;ctewB-SU;Z==Fk
zPplIV<;p($aOVOT#~R{>=9k=ib|62)k7I+x+e;|SyPdkeG<##sKz@-V*?OYsH?uqL
zPT4$pe6$v}OtFtTe^Q1o7k=*#L_#<3YIk@*^)mvwIoYDkGUS_S|4Yd)b0skeLGtS)
z37dAjv~3(q`E8QK_KpVz)x^I`lCYu1Hp4V0e@K$>1?1?5b|*<}E9UVYxi?8-j~z_p
z5n{ZC#JB^LMv<M`alij?6(8lkWQ*({VPM!8{*;mjk|aiYVs5oxADB@Td+>uv67!yv
zI}Z6JNx~^FP!jV+c{oXO<B#R~_pFJFWLb|E{G-5ys6X&)l7ypOSpTi0k0wdXZ7&xx
z_&rHtb;nf5kbfpg*h9y)aBFz#G09H+!?!{*o^Sicl7(jlItqiCv6v@yHjxkz=Cv+;
zZ8t5Dm*dAV+hh~RP0-&I2X|r6QJXd_erp<b;9C!m?m71Aa{^Nw+>JC>7KbNXUR6df
z5y+*?i<`)1^hE2eKmOVL+_HhBmz=?iBRON{%wC<Yfmyfd=N~YMv)PS@4P4cI3~Y9v
z2F)5Ye;Jop)+Rfhv8K@jrOw0-VR+v%#XdWNr}#ceekg0|@bBxkLY_O{<SP`Ir?T9K
zioRd`rWg7YG1-)71@d!lC7q;8z$U|r`==e-(f9^P_lqQnb=^$Y<Yp#uhPT1cqbu)t
z0)avn9d>k$c#ND}%$*)FFmp%Nx)L`9@*gH~1Hfa1ec^8dnq;(i`0_xWWRhZ7b|nGP
zdR?_gYn^s3E@&V7w(gaCJ3<-Qd^@{m#33qF`QZ4N(unu&!M-+TY)zR>eFlct*RJ3X
zInj-pv1iXMO`(`?uRm@3j~lNc3;z@CkCo{3a<>zI#d=&PY<hjeVMysdbZz6ydM~LS
z$R^yP>m6@KVMt0J7<>194K5C3!K4_^+)}9FiWjjN<yYbUOvx0tqCQH%J{f6G`()wd
zc<}+yr--+ff0!=f29k1IAb^I%E&=g<de<w?cpiC8yBZz7`@MSC2J!<IqZ=<{sl}>M
zcPxEw()ocb$*njUT~w9cxJOb)$30KV5!J2?<ke_ACTVN3x1W6byQMc>8pzVz%1%(S
z=t{0E)P9ygAXI*qYL-2+Ng$ggTj3KO_#SN45r@8xNn9(OQVhjtvufiv?=HRzk9Q{J
zVk5Y3+_Ap>`Q0#K$}-6Y;)Q^ycKO|z?^i}E>=Tv`B<^8Tk8rAyPXW>VwW}xn{0+);
zUi#f>uWejVhZJKs&KY8g;bw;QtjzGs?cAahquDZx{G*qRD06O6YVi=Ym`xwms^&C+
z_w+dLHM>BN|3T!<(6CR=3}DeT0}ApJxs#h^Lx&jE@$kRN?qv{T1gxU!C@$_*?&0n^
zcgm#Bi5~U7s8eTd8Qcm#GdC?UM|bjPZpF#5NASe#7Avq9VZZH?KwgjUV`O#`F9dA0
zF>z$aIdJY82J(O0in9&I85K|Le4zR_Z(_OmkoEpmYK4Gk`Qhj5rVPXQZolA+2L>0Z
z7s!_QaZIT>@PhT;T&9w(lO!D2!Ai|*;Ng_KF-c;#2)6doO-T~7%)8o0Hz!G~XT{Ok
zUy&1*D+wEhgDKfDNn)QCvyNb=B#B+j%YHK`^}{$km~wlP#KaSvlhZj#VhYu3Zyp&=
zU6LfmE3q0VyCz9YBwG9yc6ogH@305mlO(oBR=PctB$gMG;~+(ngm?P5hijdjFiB#0
zsem$FWu{jOWS=C76&+`2{FRdZk|fqA<0R4pDLEiXvVP_VbH87CVW8_GU|VuelEkW%
zZDmlB#AaNuPj(FN`XouL3;E27>o-sDjjYh2NfPslm@O485A#%WmVsMAh>YLh#2Ed`
zByNdexnRBLy`_4=cmZrfE~eB>CH+hRRDC$}<>oinNW-4z)1BY{j0bE3d6Yl84wU?&
z{rpS%KQymMjX*5;YFB29iWy{WyA@1))LC0*4RgKQ)X%G|`k+N1f9Dq6K6b^dI=5YS
z3(lZF`+W7v6;Gld{+~>eO&=wo-Do^udv(_CHN!^!o07+w#L0_Soa3<5+VulpO^cub
zB`>`SjK*I{0%HBL`cD`A1!n5u$t5mXz7+QGM6yM5P^UkNavc9AN&4S-d4+p7z$aO9
z=Z76Hz4Pys%*Xc73Bb%BG3B?Z^DbHj>rs$NoNeZbgtHj?e9urY4wLB|4r{)rpPOB1
z$O*XLXL2h}06Z{ooYTu(wDD-aCNwZlkN|RC*Eneb8=Y#`r0?5u1-6t8ldM~}!OpuP
zOtO;(hJen+gqt^Z^q>p7JlQUgMU#Bli%qQbrx9PT5MN40dSJ4tMFP467L?lf=Q0aF
zhA^C#{yFlK%)cr^OL?1hCbhUU_ZEN1|N734TmPF9?fyQa<BPZDC-Rj^ayP54n)X74
zch|$WJ7et^t6qAnG?A}Kk}KW`*i<UPyArkFH%dCXZXd-qp%`x0{_*f#FWqo4wZ19Y
zx+8D*NyX7u{R{b;zcaBvcgX#3y~cg!)WLxfBW<xJmrw$m4)!Dgy-9&vHlxwF`3)Dt
z#-7ci<aE#!ClliQZ(0@}ish*klQ=(%<p|bSzx%=CfBpvJP$o&TE43lL*-8XzcsEo!
zkOMiw>f~itcDt!9$E~;#=<rXz+vat^_+DB1#!+4Vh6`~YdJ%IWY$+gPU*v^6H=W<q
zq42T|AM}IAv-N>GZ}*uBAH96?L!43!>ApARj;RYbV8_~+NgTT-Bw^G2<Tq)Gmkg3F
z0Ug~%)a>j-hbo<xU4Vx4EwmF;aMvPFyfrAu`1eO&P3r_PR$<m139n|Kn^+;XgAF<8
z>c(qz_K1Ir7lF;-um>EZmzc!y#Woxp+y%F7x~W(%#g|Hr`v>2XD|lcW`7NJL8Iy4W
z!#l9iRgK$ErMf{Z40rE){gRGbAL@oH*vw$9Kt8|&<M=Wjh4}R2yVEW!fGya?Nu$YU
z#V}MK_dD?GlwI9OUY~&*p5fXcxE5^zOVhNxgj>v}5g;I}8E!dt=g%c(4Mq73CULE>
z@xdTjKd%Opq*E&dgk86-rLL7E;Y9{nx%@Oqd1C$IG~IyNJ2*wQ3-qez%GP}KjmAjs
zNw#QiVTosc99r|Ih4Aj{C0RE~&AKEC*6qug#C^!Tlp;3ouQmVgw-M-W$RrumI|43T
zZr%-&jhQ5yNC=1-ss24y2MC&+oZoLt`@2d~?`o$ddgtuH8OzRTGkO5dEIDXcH;`8*
zXO9iJng`P4Rk@PbH?;yLalJDEelfku{aH_yDu@pyWyJ4?VbzG}dXb`FU1@;UDUt&V
zgS}hC!oMn0@566L=A)jLNRn5=M>xfiMF#s>c2A8(f4-uIy&;h++3D7&Q|knDbQ`Z}
zw*B(X<E_srN3GwQY~6K_y-tXoRTF{v6nD>&OgZP%wBGp;b?<a$!_U|DfnB{iDFNP8
zVUJ(wNR!jnJ(?LvO3a4QbiFnUu=sk<4Zq!YF~V8RldbT8p%uH`zCKA}cjVRsZpkEW
zfv$e(Wv4AX6Q-nEt-ASFHiuWxI>`&~!f^o2w<b<tgO?;Rw?(X7l{Y0x%;~j$KMscS
zW+qX?PQVrwcC+UeCQ)NYKs&oIl&0RG?8qc;9WL-*g_a`*!AIRzVpHLczgMOqy@XbI
zbw4HGq}+5g#-@ZF6W9q;^<I;QJ<>qZK1t3pK-DR;Uox#L9<_ccH;#ZfeesHCkL|%#
zg4eFy)@SeK)rpy5Xp@IplRIYYmc`}|-p<`~17`J$Rj_U_uYi1zT2!s*7TwZ%v{{{6
zL*A@_XkFLGH&hys9>@!mbC$n_(CNW8L#GY<43XaFlfAZlnKvU$Y3K}+BLTr;M@YH!
zrt%}(oKYi?otgFiX&@mWHs_x;?$SMQe@+%JQsS<I*kI@?S#I`l$O-Y{>CgN*FunQ>
zc#eZxaazJ*0NlZAUcKG&D&t|PKVWuUD|Ys9MmHk8Bf(;9f^qN%8Qtb}RC!I(+?f(v
z`W?>S=w{0XlC<JQOWOJU?N94gvgYnOfp}}ccOySK4Iy2@tUEJ2q0E;2x1}L6KP}&u
z3$NbTGLWSTD!z7-7zv1fh8IpdT<|iK=6ZkV<3)aNh6`r+F<1w8TxMI$eP{B<2kyp+
z+|!p7>(K7Irh%VEZafX0b#o*oM{z4ojP|IM!|n*<hRm+((eLfVtnnXV8_s604)*&@
z;<T}I`poyzUV!JuCvVsgmf>WWbYho)O?tFd$YnonC7VbH*nqq!by|UT3wo$P<2h(2
zrqixP-Ugw<&s$->^;ZlnOOxu{B)RLUy%coS{I<`1{sa84LCk<7se1J*dp9(JEwzrz
zU?#~R9tnu!Q<inE)f%RM?&rnceQhFyF$O=zz~s<M%lWte*zX1$Y!2mC9P4(Ydi>lC
z4~B*666@X5a_y<f_!G|`zGU`Us}NZj!7Vynx5rAid{_C!SNDzy<h{w>acm8}V}BNb
zko%Lp<Dd_=<o92+d-=(y;m1FiWZeWT#n%rmd`G_6j95?4UFsYm!v#Nfn~u=sn~QTN
zx5rJ!hXnbhNpdGgQ+?S!@(yx(2q<P(-N@LJP4*YDggu-Tk`1|Va@cRUJdh-@_a}`{
zf{)%sJd%PKm(uZQ8q!CYM^iFAX?i)FP|>6ZR>TVvNh@SScV;&xXYiiU^^R*!BIIHU
zO3KHQgJ<?$I)M($Kqj;f+Upd_JSr)wx43Vn$Zh}y=T_Wo=XfZp{T|7jdg9aK%Ij3=
zv<pc9Ga-tYjWt17o3IUeDRT9)*?cCSPJc>3SN+Gq(j}L?k#EjfIEER*JSy=LurVd~
z+VvC3p4y1DIRudJCPiu!dH&aA=fJJiVfr5A52X_?1hk*L$c0?MI^8@8Z^710o|hZ}
zRvsj1nyF@L^-V*=l7L-YMS+bQW{zrpM<DTZ7|Dyi#~(EZ`S$!mR%6!PP~Vwv@SQ8#
zVy%8_@Y1W=jV(o!uo1Z7v=6-|IdU$pj>Ae@^6hDSE%s4+(0=+yw|p>hGy)FKF<-6~
zbJ8i&FMju*2_?=5<kLy1+g5nHi5=;<B#F6mD-J(W;G>sX4+<nDje{4rJ~rs`;MX-e
zW0TLPY&Z%Y$LzW_soQD&x_;UUM`%|)yZzPaZ(;jXlUvCkF%r-r6!@!bQxNHEmK5Xc
zi-+9*VsVhzaM^WClEa5gB1=3~Y9cXKP$K7slVj~sr?~1^i;>@!KNw`q<5C%N8qvH&
z^l7Rl6xY3Ee;6B;NtgW+)cx+~z&!TgI$~|&B@e!TL6iR7X|VS~ta3T!a1=N*F_OIF
zoo^Dr=99m2gvj3_?{@~1yZO$?lrZ@pAG=|3@amg3HQAAvxR3bf$zC5UE-)#OUWqhw
zpde<p>eS@bWupT*oP!(gqCN*tu%9=G)J|<W35I|kviDMAz^a91>s>H7acBNQFDXu?
zGUAoRny5fXX>h%jgAd?N`AzMsEcqf&*F0$AW4kzw#x`t-!43BUh$RC%J-Q*^b%Chc
z@zwLjZw-+KHwoXuc)Cf#yRdhR3CK>#PuaI~cRH62tJzeH#xua5{jYS_;mzSf>?ovK
zc@D~_R7qSp{NRUokHVm=y)iX$z}Fxtg0aSj&Y~fwd#hq-pGjw}{SB=g{ABd1MWb={
zm(7;cUEr}1!Y8(@d1uvR_`kapNq7wEpn$%hbRH5A)VUJok$%)}36T&GV_rY+_RNkT
z;p`!t;+JGWE`&@Z0WoIn(@keS3X?r%^Yw2podV-gib<$cs#Nt-AFTh!&+}@-Eq?0b
zUjLlGwF~W6=xIDv4Msl2<Zkz7<7ozo56w`LX~FQOet2MvfM`0nT%%?O7vW{F&O_&|
z?fY>+cbh)K0ER0_B|fL2OpDZw9=5f>-ivOY76^mLx;#uSPu@h?McT`+c5m4XXIPIh
z$#Uv90a2~f#Lo+ah+!B+PUc}EZDy6`*%(R3H21mP6IU;$A8B3lqB#)o+>)=KxHcP`
z{A380TbXR;^kjG?JiW5%Lj-hWeZ8q$jcYIySs$EGd6MG6Zc~^+zQy{mga(3u*gpB(
z8LzLw<=mppzy0Z_CfDbn4+~mcncinLD)*!p7I%Et;l>>FA#2>qyU)8E`oPWv+zi%-
zur6s80lkE$0#Rj)=vHQZYwXRSE70(y=wQhB`p(wGo641Qw+7w2_U+rXn@VC1-<g2o
z@&v@b37azZpZ^ptifANDKA@&=_&BjeK(D9RzVgCafYh`Th{EsjTiKWuAj#qgGcF^@
zyZstOQtiCIIVHKQ2Q@;cH_|W?$f4BQ6-?sx^47!{M83kx;I`Q8e`Gr=1itc74^-VV
zSR0xRuRagS5D>rDd$mUO0+5VB<Q2S^euelVp!W=jftz5s?93!?*=FzO4U+-z1_?ts
zOD~gMy8{3{b=JwuZ2LB2Y>FSx!`OH4En)1#a^)~C1VpEu)t4Td3}rG%R&IBIJ~BC*
zAEo46mYO@(^lH?~&(sKpBhXa^#Ghkcsrl#v%nyUe{Sa#oY8##L`qi*nq!<KjiA#&f
z6!Y>o87l(9CiWTx!n_Ng3h9u?Tv>CMXL5RLMUgLykh{w(e1APs$k^-ylByl)1{hFY
z`^~P!a0+x&0a2r2x1pa@Knk%zq*tzv(;Ol%AsGF*sjSlvRnUWgUTz`<jN<y?UtqD$
zK=%Rt28MivK{;In#NdnTH7@bL`vZ%RW2WlJ(7CLsJD_UU5zwVW+9173)q`q7URPr@
z6uwU6mjc767oa&sK(rcnZ<S|CW(5}c&)oLt*|%$ECTX;1`yvKEOP<c2TXKXVH1SX7
zF@bu7>T|E66PyAx?b03fO1^v%B2pU3l3UQtm|oi;gh6C&7J}o*yWwiGQXPp+@G*$4
zOcFUcx9M>Pk$>R0HO7n0Xf}wcvXDVtB4F1zi^QdKQSPfpk8nu80qRzTyEDcICYw@v
zN4N>MDzrP92TkmYau7Lr1*LN^?mW8mz?{a=u-eN$y=7weHgG5P10#9R#M>lqQR_|k
zHL2lw8@{bHqI<VMJktO1N+%CzT%9GCDAN+QBUPPFlKJMdDU%1bzZRz#HGb~Yr}E*z
zyht*fNC=4bAN45Pyuz)REJfaJ`d0H>1NjX*HcsJNzR_sPUt3X~Z}@k8-#<J)K+-Ax
zGB!#)b8x7@L7?JscV12=<61CmRt1xafJn&_=l<QW2NvJwdQE&_QV$4ZB^bt1H3wf;
zKy;m&*|*Jrwt+?Da8^_|^1idgHKiiAVDnF})h**X9E2GJlY46#dQa7_j4g1E6EC!D
z%^3@xroEPhIso4e35d_%zwFub4nQ0Rkrz_;qFV#j`0-{@#uIlnnPdk#sdDjMt}F9}
zyn1#^!)}nR0>b8%7(`a*wZql78vFi+FDBiM{j<ICQ8wvA*p0eD%yWBNi5CJo^Awk6
zO+3Q9jC!2>Ap+u;ei_$X@fe(XgTSOdh(3j1kQlG!kGl1h2L>*xK@9mOP|E9)<lfzN
z*@#J;x8%7Te%&p;q7hm5G1PUalWLM_uf%yyHci0<-2AM0<96v2w|B_TSw`d20*W9f
z@I=X`PY|$F7Ll(qiSy_@9%U8QjLWDM0{V)?=9ER`loCq6zN3#4(0){;mKyj{PG3(V
z*`q!hc7hdBKzuNJ;q7g1t`b;84rE2jgD<prI(n+|%H;LRVGpxN9SDdq^HMMG`viv;
z2AQW5g=gcp@+bE1r&E^**q&I#SP-|H=JAczc=jHh_h<XhY=@Gq#2r&r;#WQ7bThB3
zj-2P|EHh7MrR3Wz7#9)Yk1jQuj0a6tBwJxEnQLsu+?3pv^8y}mvE=e(EB=Rc@hlgi
z;<JRvZFLM1mA4Alkklve(usO;Fm5Du-}TceV(COez*bta^HlEPR-BCZqtV;yQ<aQD
zdUjX=aqx?tS*g+}zHJbh;_2&FH<t7kBk3(EIgKS<gp`bcj-*C*GXCveZe_7)1w|qc
zf{EBll!KjsaB?7ts@fw(6C{3}DKE&ya{0`h3x7tofli&n3(3Uw;4M=INt%EQc$uw-
zd3MODnlEWxP^vFFDGBI_kLyjmrP@IsRj#^n@U)4WNJfBw?^w$hI8xxYa%Pj~c6-HC
zh${RQW1@h5whIwhe!r_Y`NwLv*NMFO%50pRmU>1r=Exk+!<!d<2XyP&SB3XnofL1s
zlVz?frdu`Uxf7jUp2Nx{k^Q@@$qJZkB}!76ZF7<&`k{~51WhMi2<S9{=zQ@Cnfi;s
zsSBAJi<uWMp7CN|7Ka)JF$unTwUWVd$)+9=&=WIiCATNNbbkQ6suyTU{U;1!G8FUT
zrS_@ENS}OVpjn=2p7Zse^{;o=L3)1{PQ^S?K<t|O)ST><*W)^oMzZ8P_!caR3vlo!
zao%bWnWjiWa<LT<`_7;6=~+YIAsa-#&LnhV91;+ZteFrzKL%SfgUC5d@*<HC5LK(y
zKRK-!Dx?}jE@zUBv<wgseVU$}*ZEx}Pa6cYRh2wdi+v-d(cyG5R0KqqI^Wc+{OZ}b
zbfyv6gq7Z{0N#Y2rz2&%$<SP#BxhZSY*yv1Y=K>iz8%-j@8#4}0{SQi=U#j!QUsZp
ztP2~^VZP90ZzmW;UX`=DM0xSvn&t&#qlsnVZMp(#@e2PTUI^&Q#<=9qC5}~2vvPh<
zQv%?%&iPX29KxPV$ctD2Gtihix6@@`agEK~XOq8hD~^O^6kRd@z}KL5j>OxlN_`LA
zN!niy^{sI?>%3(L3iBRudM>z@quGPagWR~y*)%W&^t~V)j`G((NSVu~j>I>CpWu_|
zT?Vy6Acqxm1CzK`>_eCaF}F9<sTBg&@>#_AzD|sue#@r#%b3gH>-1_?wdwRB0(M2V
zh+LYMXvHl3wrh~IdIxe6iF<U?BlKs9zR=}*=kxU@w~|485zy;V#A)=yFuZ9;O0z-a
zT5cuzq4~xQo==X)F>oEK9mhr{cY7Gtspv-!CtKv+jW;$Edt`l`#eLMQT5jyhCl?;y
zQ9GMSoIk=cinFe&;8O;%d?eW->ul6Jti(g@CKa<DT@V}a1b3_(&39A4^Szm`s4wvl
zPjDJG9=jZ7FOxW4{LRN#?2tJUk6nyiRqA_jjES6f>Juo>_q92Z29c*HW#m~E*}Z6D
zI`|q;mAz(nlFTP_sI*}ab6nxJ4II|M<EjRc9l4e1Bt`<-wcTn?G`8Z78k0CTnEmOM
z#<5<B8-S2d%m(<X_7-<~BYlW~ea6!wkaPu%7(W&D41YAKB$3^!^qy+-#n_)cc-M+=
z1N3pAn*zR*f3|Y+RR$ubA@W@N(71{p#*g6S%rr=&V7M*2WWMl)?I?AZzgPG5m;JO7
zwOQ6}zv%AkvehxH3bNBR4f8D46#SVaAZ%`>K_D7Me#nuB`7w>chw%du%s#a3hW4mA
zU-a9%er;O?7u{bX4${H_WONAFg7p?bi{$8pr_;Kn-{nfqf{48Vc`XcDI0T~5<Y6YA
zVz0&zM8^)hFPi!Z4w_mVnAoQIVdSNbQllNttywIe0^;JKW8Z1{1x}(3B5Nrl7gii{
zT0RBD+@o{%&HQN`ycmu6Pd?dnWOFx^bcQ<lG4VAzIXk_f1o@>zerBZC*`$#KbR;Sg
zn*eze(#Y%ZH>TJ1v2P6th>wSK-#hoa=_nKNQKN02-n%Fs$31>Q?xFOM!sy|y256dq
zXm#+Jo7x{l$lD-U@|vWh#C=&}=H-%<te%`AzLC^f3t!Tg2#9UnzdmQ>4t&WVF@ImK
zMQ_1by+<y~r+~<J$@HM|+Ar{;!_KS!cgIzm5PO~jQ9-wypKYo^2!qJ()J&RekAD=<
z%RClMbGj+t<W?yBu43?_(KEYWdG;OTt{X)Dscf_QEt8mgZ1zH%ap-H2CKC|n{kEgp
zh0BqZVGvW-)7c$=p&ZTZW{@Hf&^wd3`fmbJsGRs8n7ks96VQ5tBRO7Q5T4%2tY1NV
z5fJujs6n7w`$;?p2>h&C4Bx|mDj>eO>4~8YCN~W%;y(;%tHc<@e~Y5%x^>wLA1(*G
zpb=RXykP8xfo%nJtv?)ka5^ULmi@@A7ikL;0%BpQCYR1^&>^sh?8U9nvo;|CF}q&v
zUl&zH%CSMrqZckR!3#q4J?djDMi+wfJU&U`Q|OVKq5dj3DNXf=UV#V+hzfN^^nbZJ
zHiiZ<*$mULq=p1Uoj(suD!mo)d4tHY+@rFvXdwYn|JI8ycyV)e6t32YoXR9!=|cpB
zy<TY$Nqa;{w<zf}0ee5$BJzD+1>JcntIStMcfKNDQJMNWq!^R&A+-1@wMal0VNVMz
zBFFJZYk{0!cs29KP9)Q!(l_1WF8ozUKtHjJTcTW-rBom%s21f!{G))d)kq8?XEKR;
z@qvJz*O4H*9L*%H@moni`|<0{vy1Ce@(CsxLp>#6-_)>(Vf{toMYCRodP+bif}-pQ
zC$pYTu{I^U9Yn4Jd~Q+m&7)3J+lfic3%kF&d6s!xPb36%@Hgs-dZ&}@heV>Caw!kH
zb23<w7aNBj!C7zLkB_PUghAx9+=?<81nh$-7LfxLyWtwF9twzxhd;>o;V4)VgGhRl
z89L>n2j+sKyXja>eJBjDo+=>jfA-40mFgk6$spzc&b7jKQ*dR(AQ+61_*AG8BPQ@i
z={|f&K<`pu?%5pUu2^S|jeLrZNdnfIT0|~j5_f^f%bk#~B}sf|bp-Qr4e>(2)h@Bs
zcJ5`8_nU)+fH>Ol<r4Wv-GxWjG$Qvi$&VP*kbr2lZo?<b-@p;9LF6CI%ipAp1jIW}
zSFQH+ySSWV5Xfj7h(c0CnID4&Yv;(hcc=nn5EIsE3a+_yp1*a{XPWN(-KMu0#GGlm
zNVy5DxCl#a#Y-ft!+Q$MHG}w(A5O`^kQxNNqsWi!LVzC0MekhX$Me<=c^}dMN-qVu
z>#4VFYx0opOUouqz7cbUcNhN7bQRAY*P_4Pe3&Hh_3QHFhdjQd&P;PB3v77Sn|J_n
z5Ob;49ocuw!RkZdVO*0^K%6t6{J8I{J{(vC0+>ZQ`~V5yS>_9()Ayh}3uDONC-MnQ
zo=)Thv{{SB^K~Kzd=mW<h`m)}5cvYPl9!2no=GyO6#~9*CA|lqyj32oze-%!NCU{`
z7Aw&Y2;>m7`HV@Nx%G6-yt3)+I)5}8r`X7?xN&5KiLPMBnPeyRj(`?pWE{bIJ<{hJ
z2(-p71*Z3N;0oAFz82Bs;Uh#Y6uFoF6dk0HNwSFn0y&7c8h(tKw18S9U=Ob>B41}i
z<z|n+O<uvQlddU+(-+qe=jH6CGXwdNY9;(0K_Uf2c;%d5*4IRI-5~NzK5eI*98S!!
zSB4Fu^TNa3L_$DUx56!ZE^~!~4l|e+N78isme*c;9lRJszQiOIz*0y+j9oXX*_#jH
zLV-c#TqY63E&*}!$@A+?o`YA34I-B_36)<D3F!OANN3@T$LEvBq4vcuBGBL`$mFER
zuR{b<y)y6y3&Xvvwf*ciMeaO`)B}Ua`6blYB_~)!zvO1sN+jjZ-T*a-+{+(YMB57j
z;^*71srl*DNAO79HC@}z`Qnj4?qia6q?rWtg;ltPd~+3U;l-S&;8LB;m0)`}Se{7o
z!tb?wXC7|(E+uOxTk$KCFXT?U51IOAw$Pb*?vO$t>ftqgCmM-pCOZZL(}E_2O8@D@
zA9W_f_w(*nB;m;`kUCF59L&s`b^gT@aZaxhN%0QM-v6uZy2Gq0l0E1cP*4dgVn9$t
zLE?abtIib|6a^JUalzGbn7MN}%OrYcNS7cc45*}4pAS$G%<hVd0Yx!@3Zf$5E@ng}
z3K&ojME6%+UESy0zB8iVd;U>VpSS4lQ(awMU0q$(0}shH2=2M1=hyo+8U?qGK~$9?
zf!u^W0Bns`i^$dF!?YX;7^i3SPQ}y#eVfKlz!*SyJt5;(_wyHxB?b_%nKdn<+H2oe
zsJh{c2m~|o2Ohs<`*c*@Hi+uTBsYvWyjDmccw}UQH_A_4fPC}@Q6spcRWw`zW(d)s
zujiqap<tYl`di}p+Sj8t({KscB+(X8t(e3qWN!z@l%5Z6go_|$>S88OVr?q|HXO?$
z>UN%twn)?)5(ruzbZ(2}dc<=JqQ-D5>54D9zRVqgi+W?-_`K}q2y!vuDJ^Ke2$)?U
zdXtv*+n)0>CUI_7e@F7F%6ke%HDMFRjm0OKmOd8$VC1>zJrYcYP7c(QCga`TZjnpQ
zMry5dl2s@eLHyL|+-Y>XI|H%<QFCACkziapH4MGMQ~!a$g522wp2-Jt?cqD0$jt$B
z+jJ~&0>SPlHavae`s)%FQMK!79q`0|P<)g?Fn#ZZ+g5)5WWplK#K*Yhz>7BGR#Z3Z
zR%-eTbr*NkDhmQnAXvV-#mJsV<MD_f>KP`vjdn@`!Sh!?Kd9RvBm)sdnQCtOMJWNB
znb{&>KwtXy#k9a*<8e8)D(*Vxw_Cy_?$&|jD;kOP3X`}Se?DHIu;{h-ZC!WnId~zt
zIK3mD#}8#ueVC(`GKrgNEG+$BAc!jE)$7LM7s7ZWeYm_SzLH~WDyq$zB&0_J8ko1J
zIO=f5hXd)c3;8M4UgFUvCMTD$_6wWWn0Q~z&oc3#vOf0Mnx#}_F-b1Ih0S7bfvLmN
zTaoW}45+P1!dq!91WeT?*h;+d!dChzodN!3azpOOvC+T0*~6{4$?(>l+MC`{Cg;0$
z_x^);xj%Q>mKZ=FgI}dClej8m{E{2>s{~PXn8eAqZ*VkYl6N5eihxaTW)YR(q3d%e
z0pqGdW>wY~n{rfs`q%klZ?5dz;<4$D1i@MxK;J$da;sYNxPE|-MG^2XeUx{@=XHt}
zbr@YPN#<vK7;(3K{*{5b%5$5U??0Hw)>rye-y%!%mK^mQ4}CGs9f1soj<&os(_4vd
ziM^O4ms%l^Vb^?sjSn4<N+5&rF_lT21c*D_<P%$q2Te?(qiqS89G*}%oYw)$W-gPY
z4>!8?aKXD!pSTGG-%nUIY)gyUcq3{Mb(uD&bnqcZAbRtq1~ExZ9TmWCg!XXL=xti+
zVz%3gFpQ9Zv3c;4-R4EkW;@_cvbYEYHiMNQ>TdnfVY?yN?g#|A-_$wrpe`ffPc?`d
z#(Z)15r0wil<ZxxVk-52PEB2#`J<yERZB}<xDg}Oz#bWcfxGU#zs1sS3ALJAah01T
zx2d~#`hZCuM*sXg&v*XS=8mo*))5Gnt$KL)na9EoIeguMC%*Ux9%X*atvJ<WEm78b
zkLIY4n1sZ(I<H0}?uhEwh6GH3A{;MM<4-wj<WwZ;+@o6whr@)@Ah>!){}#``irC;b
zw>;J0!lHALxR^U~f%x7Q2Nj^>OPgX*8lQJqM#o+P!OQc4cawiR0nzLRk+-d@vHC&+
z!BJJ0WPP&#>8K@k-Ya#^Na4xpS3EAd?9w-0R>ECkukV-y$BJ4ZfnZkM+oxW>0cZWL
z|DNCd<6CnwJgUBQ&49gEG{oU~$$~Q{{rYWZ8ydSMGIXlm8WJ#B+i|PS53A0$Z*GSk
z0}=wk?LRGhdqR6$O}%<n>w%B#8ERY10`r9#-RVmS1lftMos$nG62a?V%pR26s6T29
z@Mlo`Wk?{{b;k`GkLZSsJ%Xt9OfrB-2n77X=jWWj=09$%r&_rUln+3WXHhaqa~oh>
z$EB0|?$@2VQ_nz*t{5*UftP0VN?{GR;xcU7#DJ0$MYZFxtRO)q;45Jn`h!P;qz@PX
z-INV^*1*+bx#F-L{XV)eKcQyn7Q;ofk_iM?)@{G?{Q$R+f~XeUsoRBE!$loyEt$mm
z0C)|ql`uJ|^^=)oHWo3*3HnaHM7lqhT^4UiI<vQO)G6GGTkO7Nb0N2~mUu)UL)5ZY
z<IK1D7iFH($c_k3Pe$|MNmx(9={vwdMZmnbMDo|o-MhCMw4gD``c%?l4-x~+#1vwF
z6ah2FPw}NM&CI=ieDj1l3$4I?aV1o`2EnxtE}OCHy_UFwF^Fo<%y=0)kRo8SU0Xzb
z%b(#$B%07<fJR8@HN3C5!r78DF%U!r+>!Gt_+FrpNmdZo2^b?Iy7gSZBu)$abN2|3
z<so7e0hc4kCSX37TgfJ_6EHcNKaw)3ALXbCybYd%KZ-zx8`1L2(;KlMFkh6}L48eA
zYUay*9S=Ps4Qd>ZD_t_9I-rmxv!+%ia4R*D3}cd}!~g<zCM_aEuS?#R>zVv*nivAc
zjU0(g5pud2RyQ!YGiUszk*!HWDzc)1NkogAB(67x%fXwu741bQVCsmYnt_xxFr9|9
z8LC^Eye8fynRm{%<k+HRkxUVNxRvcRVFWT<VUJ>x9@HrTLxNl_VzsG$OtO^tMZjLx
zT0}j^V{wX_H;_nxnYxNw=|p28U>11fk~tp9L*ea+<hd2^l{E+keRj;O1?%ol1h0%;
z^=RJ>_al-gg?4`9occPC%rTO8nRsZ74kXj@3bP>~Xpu^)YG6{)BKf;yfma3GqKgdS
zJ2uRuAZiY`qOT1Jn4K2&4tdK(c`EOI@|t^xeSUUt9NGneJkYyzrE90Z1rw|0F9rEF
zn#3PS#5r^zbh${@EN%VFw3T3<Aj&+pKmrY1rqRSpW;Tl$<3iU7<6>bf`AD)ZX+>jG
zw)^-R0>)6-jzY$cd-kAO8U*VP*{<q;HZNh3lo~@*9`(ceI;DqZemJ=`V%P`-U(7h+
zy+1tzFSj7-R~<wbu1>;jOdz<nPS?uAetHnwgh5nyZlx7IJ0uXidFL(JFFy*$lOT`m
zuNu;?Jptre#O>v>WTR_Wlamia-N19@$R$;oP5gzqIs)Gs>ZAw{LCIiSqnjlSf)96H
zdBQ1g!p;^%?Pd4mH2fPy!1@m?;@3@Q-aRU(ULC`&LkIhiY>#DDFD3yaV9cfnxkSyj
zAQA!@4$1Ji(}cM|8!2z^s&7|w(1`AWCdSWM#XHW~`Qlx5yCYV?AmCRk`u4N3+|b>L
zf|nhh&<X<bsWj??U^B~?x}Dndu*8H|ZKt(+K)9hzi(28|y0m~9|6JLizi(QCYwKNK
zo!nv966l@3u>AZ8PKE@6SsfN`o!N#me;P#f)eH`|T?G;X!G7&K6;J=+iiAbf$E*=u
zpo3gXo6P$#5obc4ARF52L?C$i+1#7I{Q(^b;s?#${`sCZYyXM!pdb<vcSJvog+Orj
zIkz;(nR{u%B5E5C_XXGnApv)I;o4I;RW`<lVl1a%7#i4^FpDTJB2Jzd*tZ6l8VYby
z(+T`tx2R9|e8gwhUZkG0nu!@lr<5;V10#fpA7ee9mGFbsIFllRR0L5IxuaYX3IZ8K
z*#v~?LdXQ{99U!@qP-+-m^10w>W>6{8wP|_oLVi`Ul(!j`=*77&2o{b{t4htmPS(I
zq1NPbI5OH{4~69EM`83pO?A<mlcr>HTk=d0A)ib9n#(ibTIafxJ8}X+Ow3j!?#I@7
z5X8i6DR*M>{V><-ad8^wA((Gl4#Og9kp9w$zOf}e1X17e*WHgP3<(5#$FF}eH3gaS
zPv7)L`HgLKF%BKp^&~N45_jq<dW#OR%0x|Ol40P3B9P&w^=;fKt>lnEz^Q1FKui#^
z8k|YM`uRiA&+y@K8nUo2Ia~+?pB?qk>)(vU`9=^`!Gi4K$C!=L%ZpoiEd6lW4G9F_
zS2g)%RlUw|^BDxwOEFvO5sXxQ%H$X0Pe{OqCR;?v(H3lfCSL?MKu93?_`V;nIOF1M
zT=^TskaJYiuS|Xj#o-YMCa+jqEB8>$h9GLMCW+Jw=RgV+oDxKR!6e&hyaen%Y7w=W
zJGuz-6A}n!9NJ(?zfFkf?RMuYgPZom@$oAr$-%-42?U%*uTvtJGy3%=O$Q)!c%X@f
z0i{|CU^0}UGz+IHL&4dr(n)OfNI}#J*6VJn{Yut_+={bGSsEgTElGH>n52|IU^7?<
zqQ>Y}!VS+HT}y+YJp1bLZ`OYig(D22Mls3ScVR^n2!1~4?q(k}n4GYP*h|ZiuQVhO
zbU$+M&zIbTX90q!=XtofR)6|>>LhS9gMk`74^H6K>r|O{!J^LQRt}~KAYg(kBaSF_
z3I>6W+R#`CWJr*An{Fk%5?s?DIKE!rhF7ddK2Sl_Vl<9@r2(W#gJ5oAb8^{PNDwE8
zs^H<?M;#H!U?SDgmR|TQNgaXUe~#?8fBt^(z6qjc@fRVRSuI7t)wU2{78Xo<{17TM
zCWiZ$G;{)1g<C|;<rZ_H3KRk7DPjN7r#T8nHu2~={LvubXZ721EFztLgS}p@(#%ke
zXp98RsTCD$`S`jnN3CFfHKuV9Fu!~!Bq)Vp!jUL%T1dbY%7Md&E9Rh76o(_JSu}J4
z#wUbvNfK`v7u`fiGA?%^#hEG*Yc7b87ZADmj9!=sMZnl45FSn#zcNSN#am?yQeOmu
zyi<R!yz6-A070b1d@N$sT+eT0*Yf3_eBWU8V&WYE-~Xs)vy}Wi5S<bTI6>4^35%GV
zFX1fW9f9EH7v6v8)=~r`3!=L4&|QGjYmXn;`16lZn@12ehZRo?8Vdn4mWWot*U>pe
zU5@EgA!YzWf0)P#7^^7ifc*<gMlO*MFfB%1I9{-mEhZp{l-o?#c2V6hlZU>RIwFw4
zMQMVHT$T~usv~*l)Oj%Y@kRYez6h9G|40T6HCmH|zqACW2?W!6PZ|1CS3La^M3wUD
zNgr<XqrG>xo>xKb;V*K&7ZE}yjX!6eujnD{r*sm(qnUg-bhGXY>Ag(i0zo-h3^Ila
zqFQQUh}>Tta8dKiHxKNP2n2!bbR*e$l(_o~b9w>I7Xj-nvWS{kPfx}nSs)=`>-|_n
z-K0sv$)tq|1f0+sP7p!%CDP<Z?kIh}B4V$ySeK`hM5lBDw?ePNl+M1uY>Yf?kzf>e
zP2x!)c%*|-w5jqAx9Gx1ysIzuCXZ_bG=w6M;qj^oB5+F3yPHvGuxiLh10jK6`NAhB
zH~JchBLq=j>am2g$+je5?xdQ@<rGrW@5ik)00Tk-X02})3w3jjYNYSY!+w~24a~(Q
zvP1IAx#JRQe{SU`YK4G_)4|OyAMQ}&z~mrx4ps3qI@#&Qd~qZ!_EFVT&Ug4u?Ae5h
zOerQq#}<qs?izn}x&%aZ(3cQWXpb6NRF&LmO|6W<j*3=tX=M<|aMo<fU*`@(ENap4
zNON!P#$p*D0T0SJUzSow1Pu40mr%>Je<mCPEv`YpB@PgSC5Ymy?U06~L9n1n>B}1?
z;%%8Asy7eUeGzjy%DQU2JP|Le+M>r2IVAEI;T$Q5`kF~x_ETGvLJ)NWlcbL&GV7{I
z`kuw@N5?XjTgfKY5y-If-N+<a5Mlk~!;nP%R^yo@T^J%`fduNS?d4c~>M|ZzI(bx0
znM>(oNgomjmf-c{#t)ItP!N^UlM!}?64oG)`o9)YKk~SAkPd+iiJ{EB;#y(=0e`!t
z#e)&3r-_75efkv~KZWBUG(5u>q`GU!2s8Z4IeyOrBPa6wZ7TKGKg)HRpzVf$(TzBa
z@wwqEa%*UE?X5RsbSuU?Qh~fJarRkiab)_&ihlKffgsi0UqvU(Tu!aUzhOT5d+&AJ
zQTnt;8FL|%)FjmA4yJ~$Q+K3)k;j0TqjPr+nNo|(kZD_I=5j)G!TalWoznydYC%%U
zOTRhs^@iPNOoZ!E5S3zE%8i@PC@)DOwU=_#JWK}^raRDiyQ-h3ug}_MLod&crh)L1
zRQa)EkMp{4WASzj^^eRXktvVyP+bLig0r}8bBI+>fS~C?jqdwvodVRSJN)!FmW?Xc
zi4qX$fj4Bdnyx1LtZ)vAA%WnaM!g=mv-{bJpyIaHP1Ws}CDbHd;O=emz;I{3bBoVJ
z5^RI09a@uwblsytQ2V(D&a0@ZkF=)-fvC4fry&Ku%ee?=c(WrNedwh}T(B7@hXd~{
z`S#CkE<}+H{DyJ8*AV}PfO+3{al#^K@eFE_s>rKsy~l-Qifa&jf92dG=YEDO3qjPO
ztnJ(m?mf1MbMjLXlmo&ZIDcvo9D4F$y;|OYhyFva?$_riburxT>}F$?M0&{<EU}2N
zW=I1xLm)UQ+*&;Dsouy(ZxChN5bh$<mXr}hN;|ki`>wp1P5$)}?40ShP6}(E)*+$R
zvS7PC+>gukY<HHoN5!B*7?#H+|K8Nwh*-r$-Y>)%ISbYf82RLraOVu42X{`FqYv5i
z=UJ~Nf|usbX#e9?E3`=Jq`2!bf2y&b`p6kK&B45d)T}1gch^`Tv|8PF+t{BqdtdtS
z@ylS}{goHA(|BnY(|Bp+-O=^0yQO*6ov$Q<g4D`(ebz39Tc5roYK>V}I_J>ciDy)r
zB>WYsLxW)JsNOw_caKd3$A($MCugJP$uhQG++Ezb8z<~K<XF74;_`tAp&F!xS#2dN
zk$^cgA_L-k|2{T#@sR_OQh>+eT45ChZ_)VG<sTjV{<##(ay~7O`LxP&m;vri-3Es|
zmAY%^CrwaC!@JR|H}A4f#$DPp5%d{6N0pY|m5|ehQ&%h-Ps#rGG!=kRG=<I3vl`B-
z%iYEKNxQx4Ivao}h*Sx2cX8q4duMKa?+iSFGe}I@YRcwcrgV~!u5{8S5VT!${||kR
z?}b$I21$wY*D;ot$cM5-;1&0rzcv_O5b^9T1qVU`!IP!=*DlI}S4R-_4695kuND$8
zlZ+c*j<EbSN8Q9L+PRPX10X*T<dheiNquKH(Q!wOATc3<Kvi8acEw>QCM*I`X-}fE
zlXNp*)JL8k`FoP7GT`LEC-LfqGf8CIQp<T;xrdH!1cLiIcH2IuH3BOIkpsm5GLHz@
zCl(fwXgjz1*|v^Y#c}ayR((W3xe7}w<H_-7-QRHL%kN^^1WBoJ*tKF>Kz_0`@eXSU
zK~TwZ9fDAXPYVeIrDx6hc1>&KH5P=5%QVLXhOKECo4Hv_tBZgQcd>{vPqJ4K34sg;
ziP7mA$cA4Ef=+c*J(d4aZTN(_m|7%Y(y$^i1?OYkPU=`6Dvl%hxkj)0a3#q#0aHd7
z7sOmo_XrzNTI|Sm2pGqKl?0C*_}HG>i9irFjK@pYSW4ezNsVz^Y&_2K8m3s4Rh8;|
z`|cFwIl*kc{TgUu9jaNh!jOE3Ru};j<OLh*qZcQXuKwqFuoNBu=U~s&C$<m>cyq#4
znjq>mXiiAhQerd#^9U4=Gk62sVw1t+AyuuAK)`yuPQoH`ujw+qOHCVF+(r^jbfH!V
z82=wG2_|+O`prwNyV4YCsr#0Aekx168&~DEQ@-1FB0TMaNcscEF*${~;}{!se8ori
ze8F`$joNe6QE<i!A`WGWq2e^(Trmt@BSDmx_At#hK=`Rwy~00joB9FnSkL!icyJ_$
zdbX~f4EN4Wyc{m0-ZM<%tO_QHr0xS7wZCUJzDRLYji*@ek)7q99LXH#F6%im<ZXF;
z^tR0$w~T~@fboe%O*k)Wv)oPCONzMo4!}Bu_-@3cXb{Xheeg{?N5IrxIAq+GQCn|<
z_<He4_k7p<;iF%~)Ci(Zpk}fnRtrA`fng(vstsWSiQ8OfXV3rUu~SgHS`cOY`)+Ts
zMwTGrymut>K-p}5U*@Q~U^qH*_D*ur{GVDJi#YXFQ^%gO=D~?56V6)2c`><SCA>d^
zRF^R@dbjPly#Cc|W$BKN?NM36Ad>Rhi3uNe5Wpvhnxb`P#Ls7I<qD#vrIW~Aw7Zlx
zZYFnZWpf1883a+rJK)A*Pqy3~>h|_eKeSs{pqOuQ={XDv4~0Rr%sxQ^dBF1Q(JdM^
z$H}DL)6dR59>qqm477c5Fm@6-`%#iR-osK447mHH|G@A2N%>*7eX;|OCA=_Qdqfvq
z78^oMQGUbomG&CA@cLatFTZWsce`@}K~id@wvZyy;ybkYU5UOg<xA7a+d9tvWifQ1
zAX0$SiKXSOAnFeA2V&_+eCLc;#gYxDh?a<dyI-3uFDxl<mtQcfDpbil_)UgVlw%)q
zvlB4(0D>=AEq2D@ZpD_^^|T)lF!_cKPFRF)f-&;Q0spb0NlQ)|i(Oq1Ofvo{BGgFN
zL0E~Lvh`?S&h<D<@BzPRLLJH4Gkwd5J|jI!lSCdkmt3)Z>a;JRE(F;pUZ`YoGQT1d
zFDl2(?^bX(%sW9c@M8JePqz%}h`?z<d|qtqeCYf$=73#-2ro*B7kr$J@PcdC!~Pb;
z=LOGARMB|6=zMK<cF7!gSOkgl;v~<`)pAjwlKGX%JX64mj9sTL+AiNPq4UAra2hg*
zRP?EdCf=*>!PC8l7118Ggb*-8hpOOjXbxE<s|HJ?2AX(}zOg4g7OAq)$x;%25=;$D
zurs_S9QAyh)=gS$Po=3kp2fBX`dH`ce~JD8UD%4NTlL&AXwgN7PRGI-xA%x++Dyj>
zaZ#k2XyR?o<TmxRJO(^Cd|O5HJxlU&4j*2ewXSMxTAM`Z)5O}`U5%1Rj!YIrC&r1w
z$Bj>2vS~bG8U?Z6Q3Fl9&yzC?U|vx;GOwTve~Oc(`6Wr3pG#<d2m}u;?fA<H^{^lX
zN%>hV<tIxM>sRe%x1DSA)!w6a)~|zj>;vC=V@}l}cY}ZPh{w?&R*xpu=I&#>Z>boC
zO0ZRhp*}C>qB*`<^IW{C>M~hGz3tVcV2F@Fp)@4{-3}(H6d%akF5<n?ijUqe&qkw9
zjx5LvON+`#2e_uZ4JoBIX6Y4K15LcUQ!+9uNLCgmi}I_AE0d)KWrbmB5bv1p(^lu$
zJcTKRlrf|VT*n?wyklSD=sVG|N)}Y9im<G-I4t2AbGwdr)0-hrtVa{?*FWJ?zj^4m
zNU?;g#&nP-U_$(mfKE#0rX&{Fg^{oi2fPqOs<k=aHP2JT<q8RTjD$nSM4C7ncaD(s
z)h>_qQS4hff&L8vdpfj8{3EMn?uf9ouxv!d@TBH2O{%jl+vb-{n)wYvF$GB}FNHkw
z0lT3fe%YOcGuO<T{}voWg2ab*Y({~DFDI!;{VSbMg@EY-PEzh`f2aZz&Fmh#bKDn>
zrGm(LgCcD?+}4j0ybk^=h^kYLo&^~nvY*H}ub^UhJ8aH{`c+Egvfg_HlakWEj?esH
z5HC3efi%2AGphq?G1KvN<VAnR2j@?<8C(!nfTwwdVSaJ4AWid08M#1^lzJH>08?_U
zc9fqiO}yU@XO<)@hm;jIJGn5dprX1bH!CY@c5+^EMY$>~YS#|{n})*w9sD=+ukCuL
z96TkMino56Z9Q*<$}i8WfMuMlG+k6w6t~Ok-@k9qGDyux`oEdFSTwq2ud3_oB?3WG
zY66{pqB=@`vNZ8g<k(RZm*p4cVbz31qsU6nuY`W8*oWb`S^s|1ytezlGZ<G~21%(u
z@u9W`n)q<K+u>9sEAxzkmQj`GR}R^i5xF_Ie!(Yija9JE1xYC{Gm`vdY2qXDcaJ=p
zoMdTLNnSxxRfa_&c$L(X?>=+mj{L!QKQ|f{xIr?oLVmI|@s9mnQg>WAvN9XOKzd{`
z2{M78dCrqxEIPYZ!Xk9UtxNus*J#yE2L_?2fj-`KXFCgpWqCvLOA9N8<PR0;7t!o5
z@|sC9e;ro0!Pj-hAd1EyDMc|=G0BvlEKPh6ZS5dNsIc;P^*;5B@7r&CtZ^a`B&BAg
z_bxwKnt1PRZ11E4)0RPoPj`WXS;JnNzIEdpi9iteZ@KdtXsYYHs=N@wWx7W>rXj`Q
z;C8*c_wOCm2w^P<o(4g|3#n_iy)_V*ga%2e0@!J=Eo-2Oci!H9`H<wu!Z1iyh*GMq
z|A<Az!IB##YH}lr#d7~O(Zu_2>Fu5nLH_Wv@?<H*FR!HVw79Xx-d#M15F{m)CY>&j
zpDazh+YFmbdbd~w9pm-{y8t5@3o`U8&KC1r=CvH3BgfTUQUB77h@%uFKD1W9%@GVO
zJG*n7DgFlJGsUC%Lp`6?CEjxequmt#bkpI{{E?nJbxZqZb}TNGI#LTEe_qcX%^&Ic
zw2s;T=ihwlKFxEdJa48mobtS{_Gsc?z0ZB8&o#RPBkukT9QSDcSl`}kd+q-J_3h2K
zcdeVDZ;vMa-EH=1zK16BI%ao^3!8Vblc95u<_~tBoj&6>$U=||oy$+=b<$Ju>N&eR
z**&JR42S;8WT5hkd6z3p7KA1F#qDzWZ*-rF9OOLhky5+)y2sgI9!;D9{yw9UL2_if
zJpNNqR#Fb@p7{P0*-!+6j#WP|yzq`5s48KQlsvYofhOLqKk2b<aY%<ZsxX;X5sucK
zJB{fjy2?=a)1!%Z-qw>iuX7x2%E_!{i`MndYb_Elk)d~wCf<8HJL>`Ny~_*30<kQ3
z6c^-I77U3_csQjsk{A#O%0}mpS$E6Eghf(nl=c|ZL=*4cnRF$lBRb4+*ZolE5~uT6
z=hLWj0>OiuhZK#t<d=j+a7DwNPbC@xL954SeKM421W~7^A9MNIbA!Ci+K{#=T3hy1
zR1N0EQ2ppQ=LIFc2sS>JIBxUG^KsTN2!e*vV?yMWntQG`j{PkS$%{uI*s}Z4+S_kN
zGlImqm%)F}CsuN34JoUrG|tnAp|`i>qRDHv!E+%9ol5k3LV9YTde==m5D1y2kBvZ0
zp;JuMH#o0W?bmN_o=OC(C++FAsCWXrC-jgZcF6E(Vr}kjduCBpX#pK|o0+dEC@!l=
zHp{PU)?s7^`mba6uAMrb)3sBVt{vh!`0@`{{xY~eZjc0_uUh~u5pE@Yabx;Ogv`>%
zN8%PoL0M@j+zCbk%&_=RR6Zk&-aMdk@|a~s$kT3+lp3Gjz5HZp(z{P*L}9WrzhFoP
zPIT>%#tB~b5$~|&#7^SG#Pp$f^zos%gP-=vm;DY#cza$3hlocL?>*bDLdbP_5=sFs
z)88=!wk{);Ofw9@qlpipV{`~K@nz+|M;bg=UxpEQG}Vm&ZkWojBw1GV+aqv0uLKF0
zOzrDng?oM}xjDD)UEe|Ar5&qokeI1`9b~R`{;?EB?y>D4-G{INH(eg!peCp1#rTaq
z&&?$``TOTm9*72lq|}u3<s?5@nmC&>T!9u;jw(-9wCi`#c^6*V>k?9H?!n&j^)Jj_
zzYx(6f~3^B=}tVUp<}D+sP5?=CN@N(&r0WWD>}gjf#8sZ(=NKBq)Eae@o{I^aLl;-
z!c*Bd9IW!yC>pz)E-sCX_%uOM>fZFR%TJaj-fM>IThl8UWMxIvq07L>7cn15Ca@16
z=&y0O%6%kf1Ty5ppm$5yr1aex0h{vQBFZppF||U###34(K5YNWC(jIf@F<nkqfR&F
YqLPoDs|Rh#`qp82`gNYSQaW__FYz5%k^lez

literal 0
HcmV?d00001

diff --git a/stats/LRU_single_new.txt b/stats/LRU_single_new.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30bbe86dd2965542e27daebf3c4cc5f5091683cb
GIT binary patch
literal 273006
zcmdVDS+6C>b+&n~4fsFQo$I@3QXC|bhG2lAC|kA$ill9Hqk#fzE~zHhAd>pff4#fc
zlW#3XWW<Wh$T*p~k3f)B%*s>y-D{p=#sByJesT5U>iN}QuO3{zx_Wc<#D4$i>ekhJ
zSO53bckiCOw&$<y$vyk;U+vG{*iYQL`ughESHHRX$E$y^-<SV<cJ<NKCs)6?`q|ZI
z_Rq)m=MS&m+TVO{`UF1jmi_*_tEcwQYy16ed+Q^6|KqEl+pqeGm-gvTuAbSypaNh1
zGylu}53IMQpL_4>1N%un=e50eZ~8{}?f0Nd2>)n*<NfJ-KCoYJUERI<@#>$apLt_g
zp4&6NF@N&he)r7Yoc}!d6K2uj&4iA3p~1`PZ}+!&a?if^v&DBF+V^;BKj)wM&-Q<O
zGoHLK%9ND*U)eX}6FxR7zi;2(dGIsi)X%1W)}DNF^=a`_9~cjAUH#HN^Ob$}-zE&u
z`I&vQ7xwJUgzc_<!X2aD3;PGjcw>L^oxSldM$HeVPyWzw-?6`i?{VLLC+gm@pMGJ#
zzkfCV4j)b5;DZVc-(u}MAY<h_AMNlRJ~FxDJ3M}e9S-r0pv$v~3ViSR_YjVcO@2#6
zHOAg2*W<+pS8(E$VF&+rlXk?Id-3R-Ez8*TF#mkQe8;Gb^q~Fx{^q0p#Uw9xCY^a>
z|9$m$fgAln&cXe|3bk*JT>rxC6sR8=YUJaYY2|&hw9-<n%)P6>gffG7xhdNDsafsY
zhV*WT^wy0*`k~2)tf5o(&g9M0|K;>AHT7e&>+cWQ_D=$@2KTOGUp_SJB8hh|edp@?
zN$ww;9AV$(`Cr@rVK@0^#2%&3LWVvxd^g2zerO!}VA2Uia(HKAA#~$`{qD7WFSMoP
z4&USE=)^~pM%<aApYIF3zWK;S|8>7r$6Y;<&d-d$k>$FMHhg4yDI4^i*`db`Isd?7
z`A@>n7M|s3pnm6ih(9yTw=LQvRwqV|qp+JJ)5Pa^D<Vm(imc{$hWm->=<{7Qa(@ZI
zddt_QXe_t(#P;Msuk5?+siFISlb@TUBRO;Q9?{=1{A6$UcKsHycesxH>pQGP$4LMC
zL-E5WQx-kfS+d0IVE%<s{<Fz9A^YTi^Y|h5t~bdqePTWmEl3&d--on(YCZ$6)Q9`#
zWUil@zqxIaa_{PYEYf^3S^C<#Q1hW)F_+d@=X&0`j*Nr&<4MNXGr*gM8>`rp0gm}p
zBrxL9b*TNB`BX()>ymx5>SLdo#3I{E)v>=P>!`Yc>K#-tpJr7+#SQE6@R(e+V&+k~
zYJU@DR$gmB;_`ZJZI{M9S6rJo;v2ym|3=ikseteKO+MUJ=i9s?Gf_71#v*K@IKBy0
z>H6DzXcn5<aE~wOd1r6Fd@y;CUz&71nZ5^o3@Y#c5`33i_PxvMeM=)Q@m)TAXXVJ#
zoHH+{Zx-ciR4?e>^dRkdXK&7YIK{8OoHT~c%n!zuR}H@08sy8qUb3YzA6eB(aZ2LM
zW0SKNRxgco=9a}+V-eL^--k{k{xp4`ykDg{JheX6H)^XuG&WY<ILBIhO)Pysw{i7%
z8TCAL?IP{lTaVzCq|bfN{(00{-^J@X>k%lF{l%c?iLK(^e4+1N>JYUm)k>%$zp-99
z^^r*CMlIesGWW63zBdwO0wL0a9-mXcvp<(UnR=sre&}XL)p!;4VR|gV$2ZzS^Ig!N
zK1)Cyazw`B$aQZSV~VD>1fKKksr~1~2T)tuukY~GY}ryY0B3G;TuuEKS^K3$YxKUC
zbA+4zT~rlLkqvpz{i)u!r=*?ZXQ*+{b5W10sr4{Db;suAR6F2TCZmW>|Ng$ISFq-M
z`_ASV;tXOmQ$52%P}irDm~29t@}ipX!s^ej>`&v!XVk}@@y)2_t48V`Hhsrvnqf3|
zXjL8d^-N5KX$D1k9P>TQ320h_84k@LY63ITsZm~?VLk9sK9%y+z7z8rPt0okXy5Ur
z{r4t!CF4p1)=>QVt9>6TTB<TCmmouDDur4d6|SXkIU4(&!8h^+q9sjOerI(dMHl$y
zJ!LS?O7_(-O<(hEJf@JZV$%0V<CNyA@mYI*vvasa*X6d!n>zfth4;v|XD)+I)>x(J
zjBokLRHIby2+u4FN%xc)8R~w2Z+!dIv`fAj{i2SndA2m`S$-pI{LPqqh^->u2#Y}l
z8GZ5!izZjgZ^MLP)Uk-8hk5<sjQ)$q7by<>v&BouTm4N&ql=ct?Q8q^CV58;3)r%B
zqd8T~weoxX&FJ^i{!J$?I8{OQ5X-#WOXWL^R<K&=@X?&Z;Z%^$caVD$qdYUefKQLR
zQ@4zwBUO%;rHpapvs~xkzy`q^D8TO%O?t4zS~=I;m;&`Xznnh5#6oR=Gb)_SiL{Wu
z;dZ`6QbqTpl*sptGMuTxYX8#clq_|NJ9|>3jYjo3{+#X|lg06gl6|Fi36EE#HLXpw
z&n##QS8Il*mWrMy%ecrx9-4f=wRq`qC_|%Y;tJ*xnolN4LgP3GRLe6R^V-hTPfDF?
zbz|CC_|CWOB)~kE`PQWAm7&X#agL3iL+QEbORZHFnKX$f+Ln+}b;1^vNL<fH`BhR)
znf?+I>UpX*{Lb(o+fT3lF!_pk*5EYyS!Iow6?NS4TsbrAF^Aj8KAgD6p9>w*gjDe)
z=beA@zLStkxRgISE_@39wuOssykm^11CL_9>F4sFTEfNY-P`8hsmM~<W8x{N6w*vL
zm-D(gB2FAGd6*C1olc$ql%sAVBL3mrF%b~)NR9=W;olDn-9gHhus{o{O7S~OSiH{5
z)H^we?84h7jY^&FsYQL-;A0!t$5Xxl*B%(h-kPlERB|r0`s1~H%%5!K7?}$)MC?fY
zJHkR%;J9+hoPYB5<(aIDDcA2!mR}hj#j_Ejvux$h%_5=u)F0>sd@*?zv@GrjjN;mA
zDe0FH0X#E2e=#&)+rMN(oQvO+UNPU>vMmiK2jUDtEZJkx+Xs~l>d6uopO}VsODB{^
zxwf4;%Ej~3>U(l4*1$G}RL$<m6VIZMS2yW_uyx|!>{s+o8W;Di&hobO)5zNtn|x_D
z;o+opzV{-<QaMlE1OLKmUUM6YADBO>V}jN@OFaE_sxT4}d}*}vsNlYJHL(wKY{bCy
zs^`8{r&Qb6KA1dmYZF8pn^&Sdj%vksiaTpuMCP&12`jkRQnAgNa?%*Sf?K>@i|>e@
z+SJ+VAzSn!8dhge^U_Q4X8etXv5lvUcQ^srt`>j?I&p$u-5}{`k3^9%EpZNv%y(|H
zU?9>|sk$Ll(7&5JHB)hM&Tx*k0GYhc{B+dsOb5%I2gF}!MtP<W%MsHf@fE7ZU8lBG
zX|lL)I_)fK`5d}BbiM;6qL%C3SQH@%PxOPr%QCNs)MY-G_3I&l3;s7qL-nN1H*~MB
zS~q45>Yw7t5*{K@#pvo1$JANVd(SH8T!|&WjYbp8esVQJG8)5dMe?b6hxIN18=+eE
zu7?u!J8jy~<0mthccbTprF=EbEs#OHoJ9pLmFHxAoY|lr<(zB9c%`<i+s3wBwJ1gR
z)&0p@&TtNOu<q!+Pte>qzP+9L8uL02TWG*uR}IQ)OGFjUE;!foXrWCf@=rST)OxVl
zm(w?}<7p+^zc(z)TU7AO(RZ!&spm<HLe#sF>OL=fj%6a3AfBXS0F}Nq+s%B><#-1o
z&6aBN5?d7Y58%WZ`cEwkT|=h9!aNk)^<**CZI-{gB+al=RHPhbL@}f<_FHRG9n-lj
z=i2jfcZvh@+7rDSG?Q#BMF7;5=?s*)aBj^%wRbo{5qDu)NU%uQ0k@P)5fOVM=@GX^
z<Hwk)ZB&{G(A4b<lc={Q;gYHd)j5{n7ZY`Fk|lsjs<S4kUbp2D50k99C##>-GR~70
z52;DrHf>`njoxpXMdQS*o)JSaZNMbxBjYdI?zBm0-`?yt>7(1CK5?RIk~-=h>?Flj
z)D-EdaMY9qUz?7a;l_gEf!I^Zi8cB}u@{Q?8&hCz)oScKY2hLYCzc`WWQP2)y}7o{
zRiAf8Bmp|?y=rCDfb!^_eXr0nK1mPCF^u(3@nngDz0nR?PyM&|a5a9XjY)M5{ki(?
z{65LQc*uX*Ht7H7RwMp2y|w&K8<FatvL8Yeq3P*5=KgXFjjF`n*IM4Ibq;+%L??1y
zF^ed44jv*X;=y@MD#CM)*G77v&vN8PCb$$`ElW!+-z{k--y{bt|2(G;aRzUd_41xQ
z676@&PxNUvsvM3;*<h=`;JQA_w{3n8Tv*3e*AG8TXX$5!7bZ8V{qo!{F-<Xl;`x1>
zN=(f--&%GN?$Y@#Kfi}!t#{gp;F{N_*5Y^Xr}535kCJIRKl3NGl_Ua*-dV!tU1V)i
z=VWT^Mb4=R$wv0{Y)5_nycY-!dD5m3(xlmP#ZD0iiSw8W(xg(n^LZ3+%=Klw<vb@b
z6m~VYUM?rZ2mbr5)>A*1|5Vz@PsLMx?gy6f`a~`j8tDSNYaSRXB4vKZybyOAFs<9J
zLhMaNK95d3^Ci9umF^lD?Y*CHQ)Tq3_iM{>`7=Kum(JI=^k!fB_93Pt>E2>H;<z?Z
zbGzq>dY9`oW|N6q?rn(qrk6mhyG2}{W8I4FaSz?<cX}xaF0b<=ElYjlw!eWN!f?xe
z7vJU)-Fv}L^&{2H2{T?lHY!=1XJ5lnd&1U}Ey$2YkFn0Fvi0dUC)tT`@-xU(x~bP-
zJ?B`(VJ2b9xVfiS(0Zqrj#Nn9a$?n0JDOWcs-f7|`h3TFm6y5MSjYMi=8=9YVnhPl
z(P*u!^C#Cu*b~#bj_j)~RAA^6+%x^WYhIB$l6!M%*qY#BI$ON;jslfKb}Y9hN$dH5
zmd4I08QUaIZZF}~DexTAe5-=?wrP$!w&Ukf70(S-=V*zO*t0_Qj%c)n6<OXl-XJz3
zV$-Q|Dy>NZuq{mY_$GX$gX$u&(IfjE{~z^l#!<F3X$__J)g;O#lyhsT`!qhZx^dkz
zjz2q>&)S0d6z?)V=!lif@hJvU<{_(8o@f;nN0FA_uNSGRG&xe|H*xbiYS9au?-r{S
zUG!T7?LKHrDbr`@RF2y7xKiKY1rcS5Zk_x5WcgEyhL*Wcjicl~eLb?Lc-tK@QT<tQ
z-A0I<#&MjyMn8J8CH=5Z*o0-ISfiS9^^@}3Fc&gHOM33~vvN+itWb<?T`pS{>@_Ol
z#p%V=*f>w5nN#j3jBn&XhHLvm4L71w&UGd*qj%QuQrV<J9N{J2<m`3i-!=18*4E1U
zAKG1Vy>)799jP|PMMyn@uk{>Dw$AMuWqSg9S<i{V$;<pyi~J*Z3#jr@cL~`mO@>r*
zuLpJf&Kf20lju)bUn;4`{(<O}=(=WO>&oxbV<kZb_40eN6latkoWET&fzjvancKrs
z0wZqsq0<g<I!;){M;0fswd<wX@tSsEsJYsUrTzx%TqO@vm!B#ZCz-K|H8N~e%%A#G
zd!F<la~q>wF~qpUxAe&r_e2yVMlSQ&7Vq}K30<_IjVTE%A5}t5$-wcNl6-29HuQ3R
zosybW@=gP|$P(zC$5A*4*S$wSRo4*W{gm104l4EyXmbR#1Sx!<=L_VR#BT4KRT3Xl
zHL8cYwU+TyJxH;F)MG%X9aJ@s@vO0L?UA|qogQ4+K(v?03vBE}c4TxF@uBbAe>wG2
zQmjYTVydnqBl?x!@X4TgCrR}kkTI=2f-FYggA5A;ng@21&m5KG;McJnf1F<A&91FP
z4(XO5?xxCj%{YH^w0qBtF2^odzrMHtjOX%~&S;`!pWUmiNi1EW_;R$cE`ffJ^O`+5
zpLQuCC2AqIVg^5+>O0q;efBQiQyq873PZJ63wyX%zq8Iy?Q$oMU!xjU?>ue5>N9`5
z7QZw5fR{MWLx7CjT)PIABjoF#<7dUu6emFcWu6Kh(?`s~E=R~jp6B^|ka?AzdODs#
zo%7WFnR^HDG50#g+nRdo@e&v{w?Y2h8^vD=C-GC??M5FN70<IP)X7wD@t9!QlU;&-
zOu8w`Tk>Sr)8E=!_UJE^gR@@OXM>Su*Y8fbB$FjnEaO}fYgk&1o_HXZjx}3Dby-y8
z6bIckCdEZjw$+he`gBa3TQcVrS8{7_*7IZ?vF2ZT&U-O8FlKvViuYi{<Mm*ZWR7q;
z{zhxq=;cW&iLN<i&50eK7Hj3@_{mxeV(QGf8~@ZgN_9u1JKDIX+9YzBS9(kBp~{A*
zIa7N$d$^PX6AN-%G`2g6272f?rq>|rlSEE)jrx`v8&B4FESXa6c`0Va3lSN{k~EjL
znvyj(-s!<cZn>_()LWuC*g9${v6VC0RJHoBeLC@Utsag|XW!z8Z7H$#A;X6tZR-&$
znARz@SDlZpG@7?1Bd3-dTi7*;8>OAw<)t`=&nA{W7nyc*_vDtsCkmx(C#Fab9oO^}
z3CHq!d^%FII<L2Y93qK5c7@s>mDBTRNiUFWxNTQdTh{r-vyov})YoWrvaX8`3lUL!
zO$O-#!qc|ZyDqY^{v>@0-SM?02NnhPo`qYg<bqSv!AzI*ce2Lff!G$U^B8SRcBY*N
zU!T|U_gY7&eyV3}afgV`{djadMms;%*Xj_t&haa|pZx!qE8Kc(`JFYIfs6`U+=n6V
z<kk%0v@^2_P90)TZlb@{*0iJtTm3EB&zTV^H9%<D_GywMwENr)17vjDmVMfF(P@Hm
zt}Ddd>zW~Z*Y;`GMHbCo^<<6A84?R@_i5*5985ldv)8A=sZj|Wwac7#O}gCnY1ij<
zov#o-E=wU<HUFT!YdH}J&$BBaBWh`R4$({ftg$$GBoYOcHWl@F4&s0~(h&N#XC23u
zpE};^Ihdb2FE$V@ox_|NSvrM0#^VvK1s5~I>mE&9jCr-j;c;Y8tjD8W0-Yj(HIH@~
zWYBHIqn*oNDg^!h;u4h9G<%=FIFoj&`}f84=T;u^7}~nB79&%6JhLV$WXjK${XZER
zmQfOy>W)1ej^9~}Ovng(X3yxpL}zf~PZfUmym5Ve9hvqFt=T!z>`c!ke)dFjOtaM7
z9DlM#GdAIE$+*v@nsz44HGsb8@+>v^1ijEwCwizDOXoTjHSN7@M>sFU?DUz))c@~^
zOxoyTn&cWAb#}>n*68M2CYCjpS(1-Kx~(G{%eB!8YG7lL$(cH$jm>y{=4mwTwXPrI
zJ>^)3*7?i{)2;E-n4XLxq+_7HSvonpej0+w>Xu~2C~}>NI+;k$IxW2iKDUeWxkL3z
zk>L?57)$UPGJ4>e?N4__N;2Cgh(M^xK78Z|*7zH)W2N)bKD$B1jA>y`NJQs6<4>LQ
zH-4uF8GYTg`3tt)aWei~s_ER-T9rj7CEqvgIFqB=E3rm55W&|m>oUqyvWH~<wpM^-
zXGUll+o3fXq+Za|I}oBcTGyX>L?7d*-&sedE$%+`u;%N~<JL}^`qSr6#(2#hWK9|7
zI~cKp+Sfw-%663YUNy3&G3kt{yiQY2_4Q`xqtqP3#;1ABZ><(tSK8yx+=I)y3$>na
z#wUX_d1J{R_J-(RpPlmb9_t-j(KW7;eM7nB*cv=cJk+$SvDVa#(XS)J*RN;8;ID53
zZk_j^bG80HpkGHuWdrZV4z#(>wokV+uM~gY98*od_{lm-I)OK_4o;7JYn}95+7Z7*
zRfVLluA%G%i1~92SBYNeim%01itMAEI6Y`%U%e)A>XznuQEml@=y&GHQ)s6cYq<tP
zwt<JP>CoeG<9C*+M~wq3=FwkGDWbdhZ$3iOz%!rd`rc{>(V2SeFMh7J@-_8p*^7J9
zYqavyILMkdtj+0#=U_6arq{Z^g72=~ic7WIeI1jmEnO<V-J9R*R1<ec&oS~D$m4lE
zTb*^ldawnGEmdsms8I>ooCf`q=K8rjqF<++ax!S8yCm{kdmP8vsHi!3f4j8>)3Kea
zne=jyHDWfMmrI*#B5t0IPWKD3ZTW?r-6KM3;cHiuYt1cf$EcoSt?K<)OB<cU<#j~;
zI<lq_%+B~+Ppa4^Dw0vKtCO4es1lTCyj(8FFvm7>4KwHFuq|+#-8FiD%YF<=gJaJv
zh@NeIvW(cz;`E*?j<&|cl$xWBd9a2}m6iMsCn(AEHz(bxXGB}v@F)?^Qg<Rrjlatp
z&Yw>_&wXA$&htDUwH7iCO<1!h{>2sh_U}w5dD*NL`9bV|PYhF2cZ`;4Zqwrj&KV0G
zCsFTA+h%%XpfCHaamP=VW#AK&0Q5eW0qPrUMJ%aGTt-!OgsQc@*G`9Jbl6efRpwL`
zQaoqrE$Kgv)ynJYzd99b=oI<nv?DgtIe2z$ak9KbDf<%3*xdHi{H%Y9C(9_w>*#{y
zDDmwtto}i)D_+Mj8}>n%QZ=haRX?e5^3ME*2c7d%h2yzt^Y`{W=3C1BllQ$ZqeKA?
z-O0o~d+dO!Z8I4Q{;|%I>L)cd;w-7gp$vr0q}*r6ZZ>u(5a*{TB2frTF7cd8b!u(#
zvweJ0mmKbtw?xFq9EpC7KSO`E1#2xq&<iSRZ<n?g=3Dvq)V!Lj!js=&;#=CWSV!Kg
zz6A?3`lHDaH%am<@^l7W9!*&Td(4S*iE*7e^qek1oh3v%C-wOhRj>z>82Hju(#+PE
zlRqI#cxFEN*~L*&SN+_i=-!0pt;rSqWk>y`>80~Vzn`opao0_tmg3gm8;yQ2TsH+1
z@!mIv$v1&smUHxfunGVAE*5!t^@Yh3mI}$bG&ZV-Nc`M-TwdN~9iWsV^*Uy8FTAh+
zozo$=>#BKtbDG{govgHWO>OrraZENEmBd(>{vy8B7P-ILuPrMXR~hz3gWmVmOZeoG
zEHA1|C{BtgL_WDb1?7@_29<Q<XFrwp)vlOI+Apblt=V4It{C=YBXRUt%i4GLNyI^=
zhJ8F`<UJEun#*zSZH@J}AVP|u4;j<zcQMI>tFNy9U{A;hA}>NdcRV(o%8Ibz-Okwh
z8uJma8&i#lQ+aS)m!`XVG~LKJeR?F~9sTj+F=&c_YFN5U@pF@~`&VC2@wlpxzcFe(
zHD2O@V~U-FRvYDNNlS4RzoRDo*fay_6Xty@RIzo5Wsn*hJ-TlU3Ei-7CwzXBDnAqP
z{tWqJd$h86@*8elxo^MzOM!<9CR6tN)?Om3>v-5>2oIe`rDdbHsEr;+YX_5V)D~`%
zrvy`PjKjpkSgm+lj6+99maOEQa*9&IsYZ@U)HdDIX^lSqG4XZ0)hEt@R$yvtolAB+
zF{wY@8f&!dlkk+BD|x2RJU;f)ya^eF?t3V+($X3@uH!k!ISQQ@rMHQP{4e8R%OBEf
zb}nw^RL$R*ckJ|24_?{V5}q^sv(9k+yZJfj6G;&L%Hye`GwxLK{p=I{=pV0cMij%$
z9)4FEm&fuE#rEzCMV?o4{=c&7)K?+b&X652P)X>^xz0dDH~02TW+MI&-5o8_Ai-yp
z@*Lqg!|pJ@0d2@cu}s{t9oywmKGlAPC$Sa$g>eA8T<g<UW}V4vURaLLZFmvAMiJKj
zh9@yXzd5}|_@@citL&~NmnHprybsa+a-!6qjYjQx%j2<7UB#b~ooiG5>q+LRl>foF
z_-3k_D=%Q$g!kz6>23|)iaA_MQyfK#=F8qX=CID(-mz(e=Z5op`|r1g>y>3yt!()W
zOyr$?u`l2Jcsr))`(6uQYuMgg(^L?BM|vH)Rs37~-4m0jr3&P}n()f3Q<_^zRsM8C
zi>4)_JMNRUI0qA%n<CDegNZr%eoXsHRf~7p@uj(+waIKIrJaw<wx`cNwK4tNbbM_J
zNS{G1<{V63IY0}2HVJ>|GrEyQAFYnXIzkQ?YaqG0=5KUElHR1}&SYMzZ@aH$Z($>c
zfSZ1MQ;DrT(JsD@(lEBcZ5ooJg3~*M{F>&8BJS>;@w6z&w416{J`MiT`~WdF^UFjN
z_<DT$_x3yfme`jw2YrUFkOPR4j@M7bZoztvUbC}Yw1uWGC+;V%a~_rI7tviT0q3El
zKjgMXH76=Nc>lPMeU{#MKCHbXz7dB$&2y_|Fm>IE)XzfLx0P9%agI#{k){#Wqm%Qf
zq?1rv?BAF@seg(mZOcsFEPJv}t+Q-0^?ERIU#NU6);Qfn>~@x4&*Gq;9yp$ZTYW2=
z5wzXJJwoika*x}xxV7}eXvBf#IJGTvzRRIMD?JZac|v5#=Z{v6Vwx_|OVdLsKg??k
zNMt)MIS-?%f!r<#9-XI5m5?=*=lBLTIuMa?;y^nwa;=D?kTYaYlcD6V^6i{HAisc`
zbu=1l?>Uwbr1UM8_Y$~;K8JQpCn(NL=j>hHQl7>hJjo`JJyHE7`3+`#+|9CqOe1aS
zmc!>WG*`G3r{wmf%za{xo`aB>W$uT`9c7s%d24e>=ip?XS{-bU7ns+5I`tr8%W{qn
zp|7qJ`TaU^M$HUdpS-Ir))c#>#4!V;%r!rqmbe*VJIhP_+`Pm*t7cCey^u7IcR76I
z)zVd+qGQesUDY<bb(H5=J<tAo_2C@eQa>hA$@zInPO3UP=bU^0mOVS8vc%@|-Wk2~
zGFg0-^m0Alr_bY&+;Xm`x0c_LFHGLsdtCHwq>Jl_&e1#0x_d8)vsuhUw@+-J5#xfW
zmuu&EYqpai-F<n$o@bD#8nab|-iynSI+BWNI4AbTB7OcF*`+c1)Hes}Nehkd<s%QK
zmVC#&-x0W4GrBEY)Unu*02aD!Y(e3a&7QQ{hRM%oXrmVSFI7KndbkPbkS*j~aTPU5
zA{Y=Vc6dA?-cQoDQqQ*;)%dWr=bXHWrHvD%bWS7MLAAEjm7DEaH0kj>Eo?gfCQV@L
z1U=MNzvm2_L5+{fitI&>s1?PGc%E%`jJNSSM_G!kXgtGCR<#G&8PfFW#Jk?9rV-9X
zcYknlHI{Eq9HD#4SfSGEsg}s3@t!k~)Klj%qMpR4m{eD#t|!(Tp%Pj&$D=1LJer?S
z)s@{mt$ym51!&o=2n~Kv))H=Ejp#%tyR@ej*oI57Op4rZ3ND?2>We@}WNC}Wp>2wX
z6Zi0Mc;L6Db9=@I^?CJ{9bgU|eY<ON#9UQtHg=3UadsHVHd?0WJg-#orZ#WxNuBz;
z@FYS-B~-nPgoH^8rYkN*DKJszPKfrTO+Uw&EK`+-%JA!*&u^DDniJYB9x<V%2n3tB
zCpG%@$ZI*ACi>1QU!I?|5$#!Fie#5_GH5nBO(kwmy7Ws4=LVRyQIx@s*E70m5j}_u
zm8W@)UV2QXMx}ran*8q31v4US;IYxq7QfEik2-2jG0(~9IlnSGT}Gy;2ZD<@6~2*`
z-8CEZXyPE}KK7KcE%7TS7w{MEAubs$Qh!61j_?y(vNAeQWQd-Togp)-5Z$xSO!YtA
zf7TZZ?rWQCG-MoJKVF;r-}hDtBolqfX@ei{t<>&&3L!?LdX-QL?PX*}=a7(?wVkYW
zL>YU?c{Qr8I`9OVJhOj@F<pAm<Ma1KMo92aLPL$6{6%lQtTuvpj(s$3@B}Yy_S3UZ
z^y!iDEJq*752v~u<8ogr=US_S>QvCZBCmep95DycDIOFlVq*yr$9{;~9vwM)X<X8j
zy2}#Zz;E-S*RCly?JA&?_2lYrJL4<sKSJE5m|`H`o^Z!JJN*%C7N-Hop5rKgjHBD>
zmo_})9UIRJ(Fye?IGcJ&J`;<mZ(8Ei{WsK)*fx|S-xF`F`Ad9Ph2*c3WzjjtKN|O!
zdUa><T(fvR(Ze~2sJQi>VK@ts&WPU}8WGp@&JCPHBcH6pM`6)grvuMJgZGqmI0DZ$
z3&0sbVvD<G=U<q$|BH20i7~JQrCs7g1KDZm!Q)TNJvcH^{uI$#%Pz64hMewuv*sYF
zefM>+Z1auGKhgn6Sn$`x6}|N7iA%TAN1L4$Be(EC@lmPXh6ipbCS)Twb2&)1?w68`
z-!q!E_J)pPjOp5vDJJBwOtJt(g-oXr8!|Ca^71;g+los!Z4xnRv);|XMYfE$qc^~9
z9n=z-;CpRxKijb{M=_8gZ4aj?bzdag<esT~Y6{6V%yXc)!xYJT{JFUet!rY-F+IEE
z;9s)mcc#rJ+PZ$}jELDe>K}c*`G{h%mgN-Nnq^RXz(Vw4(hWU5pV#vaR*T5wf$h!7
zC+KwdiPwVXZ~1gB83pz%zMX-coI<ee4xO03a|9{BrMl)F2hVN%+vGT@8N}B19Gtp~
z$mz-4SY*dIU2r_j)G2o?oTY8k<_tWlT{|A~eyTd$8^^PVPMpCwo=(cT9M{@Oin_uV
zOY(KJQs?U(kyqs+3UP1u@f70zu%vzJ(bQ--VKh#QnqDniFh7@5<6vI=40%??&ACL)
zEjq1^<vIh6&S%WgMDYO@e~e3U4AJ6}D(&>jRg-FakkKitI?v)sjHkES4s}NKDgLPz
z7VX{Dd>&g0>2F4IO!hp2rlt%WZ=ul+tvMPd^~jAQRHHPCrLK*N44qm5wF7*`UqUow
zh9flE#xb3_BYL7IL8T|6%$OvT-Oj&(p2U=43pm*c^^|xLg~+#_wTY>(&t2}7v~YO8
zlhgFRi*YGdWFvV@^<@;y0+saPNgEgR;q)ys%?6^^Ml0r2KpELY{`T@STG4%ubt^LR
z43IHPq?_T(ST>fbQa*aHF>^bonyO?m)yPbA)(Dy*S97YxxJGE!!rsC~<ne36q~1~7
zCmQ!@HI3Sq5^G#ed)Ao|TM4)|fqY|33uCIb=;Nn>;oCjq+OmzJ8XN!pxm>q+RKF9W
zBGSj><~q2H3!8NYF7KXsoRnJzeBPdRy+y?q&5-mjW_kLhw64DoHD))rQRWlVBsvJx
z2IDws-xH!Sf7A(EMsb`3lLOxUX#xS;g0#$$()nlm1hO4<sku{rWIkf4yTX))S81pR
z%Ja$=QE{Sk{>prBe8M6|)I-JCBSMcHk*3uAX{1g2-jd~?#P@&n6J5x+kYGG2QQMn|
zOLPUISR|&&^`bXuGRIWTLA@~P`m-TS_b+?wpkI4<(u)x)fyU(q`Vf2cZaf&9o?~X&
zzmwu!<W*5*iAI^dPan~jkQ{3cDUzf8?cf}fPISPZ`(_Ey@k{ZF+R7GQ9V<ENLG(+`
z(P*~G@v&&+BYyo(Uf52L6tg|FWp{ctcpeAF`FE}5oV`_4NS{x2q1fJx?x2q886n}W
zdn__jUCUT*4My=XEo&@Hbm;^jXUpktw=|m#r*jL|ilgTI=|`e%e(U`ytkJ%=i`8_&
z58^d_p7D?7+4JqpzcWcjo@;B2PmlAuHM+z<6=7393Qpn6S{ystEBJjvlH+A0am2Jn
zkzU!MW1$#FXMA;22UC-=hL8F1mb}*-A`5ps%Jnqo^K1c8Y{&MakWTtTk@fvDM{`Rj
z*V#Dv(*7aVh&OVR$B)&ZdnJc%4l@q<e9HGW6C!?bex3Sao%boKjx}~Kp0O{Cj=efw
zcWe%$#sxRIuP(X`j*b}fufmi1<FTKbqmJLHC7tXTj87~k#K*%+w~6qMiOKg312OFg
zj{2wIY>fkn!lyEi_0Z^nCqw_qNaG18{NAxT$JslgRp;Lv3snw!A5^93+t(5s^I*=W
zxc?f_hs|!cD|%@DkBTAIy#CvIF!b}tccywq6WM1h`TlwFJfGp@7PSK9RaBgxnY_ev
zk4za-eJQ24=2!2Nh&!q>f%2Zou67wqkFYdIH*!K%J*M_tDrzJ#A8RDkL469GO-&Jp
z^jY!WxQ3%f#*+w#B4kd1(>-}=nyqb3-%TAkvSQti@qFT2>yC_LV<7yKX5{YJ4Tj8K
zk{>fy@{RQixy{LKp-a#4v;&bQIKDN?F&7Z+6~Ho$dDfWkB?pB<J)NGtD`Qytq)AxR
zJ0Tj&Pfe+}<No3gO>Y6;;%~l>#Dh^b;7hYb<Qma52cLChY$g<{qV{m@Xo_fq2RHEj
z-Z-P4<z+NVy;HJ2_1xlJ-qeG}V#1h`wN~L9-9BS!z!TeOJo}ih=+&xpZ~Aq#>UfM;
zp;S%%?WA9Op6Bn)3)MFvBD`b%L4Ja~<BN9@{F-zTwbXJ_KdJc_zY|H9Zc@G})FLLm
zef1wkqaV%NlU+m|QX<B&+EhPXl(C{|%UTDI$FS5~<4MgUW+fCGjcOfpl4D+^mtJ7R
zO5F@OBCmmBUziUe7enW$H>~N~@jjo44&ss$+2tjk*&_1#b%{ToO88Xlz!%0joz%H(
zG@wlSW^{cN>r-p|@1}huDv7PjTI?FfGPO<eyq<3R6Z5ayg-&eJiekqqFa3C^?es}6
zGfARDs*v?iE4H9DZDf0N@`Y{>vk1&7-VJj@a{LiAy_T7Jp!9mwdyof>dAKbYvDc}x
z`MFu^Z;WQqTnTuNjUkzrrbc`-ycsustGD19|F!uuxcNgUQAg*kM5W;IC^pK^h@M8I
zI<5-TI;Q&=IH&lXafx$Av7{VN3r({xb7cRGM|pLVTd8|<MCdWXndo#NR<z~}^P$)q
z5Jr-5{O702Djn{nDne9)AG5~%R74BkB|UC?$7bszezh?YYuyA}NAF1a=%1_t%;XyL
z*YX3(o+F7mR>z^Fd=vA9RC|3YK&Qw3zBlp=p5X0ur}Jg7>ddd(=GRx$(%xMCHmnI_
zp<^E{+r4~FqkgB<0BGlt;#wZf-!>MP#Tpx7(PjeO!8}?Mjy+UOi=HPnMrpuJ(MI@(
zE&uPI`p}n<Y3eIJv9w%^L4uBzA<kGpk@cA+@&9Nvz7KrdzZ^SnM#WesMSCfBtUcn~
z2YKRGQ(Yn1@}<rhoIJ7{42}GxR*#iDmO|7DspS2uQ3$GhVgIt7``Lv&2oojL^Qqlo
zvxx?neu*aW;MCF7*>WS*(O6WYcFKG?#V4_a9*OyTyBs<p+FN}&nnP5+ke57aysXUJ
zoXV;uqRHKJ>MY64vHpuX@6C}LqMe%(dHJNRS9~rl!M`vMl`76l5_7E0!}_A#Urj!M
zoa@W!j6Br_Iy|k+3;eYW?2+!c@>xgj)Dl!@UH0Kr7MXHTe7LOw-J9tUqmt9F$6WMT
zM(g4IXqa?SMW~#0b1E>E%e-4mZN1gbMr+PSwGQG4Ea3LpUp^m%j<$`YekYc(NPdWP
zdQLjAD-mkde{+xS)wJU8iSTIOLNw<qI`}keU5l@gm2|1M{}Xk_ICT5RYm4~M^48=g
zb;Xa3D$GzH$tSuyUJv4&V;*mvi9!1P)GQv9fqzVq{mTrG)8Xit3l5>-pD#q9V_Yfa
zMloqEt$s($9rFjT>>nma@R^*?%{k<f8=W!kK^W(O5uU#J5l#5^d~!?)eV^PO)mX^C
zWm&vRz*d=8m8|Gw7#ieq<A3jZ?>5qBd|ZS^n?Kg{Ss3W9tXq>PQ;BIB;~}<L_m#|r
zGwoASr<XH*ywaKWWi-qKQ89SmJX(n+{@(d#M^pcBIHHZJT}!<I)eGJ?y3p&`j;1x4
zRHH!_kmGIj+Yd~hkxrru&Kr(J7_kh-82chGQL3icp3+2LkeKw3rtP&A1i{$n*Y+Ti
zAJKtZNbXPb{0}ON<I*yQqW&qKlsrK`>E)-4;g$IaCc-!+)Y_gtN|~5@5hm@5NOMiU
zF;C7Zkf^S8^a)dFq{-{`=`TF}m=5*RM&12o8z|WU&5^m3C_{~64Gno6QF(2V<L@o}
z^01NjjG|%C=p=cM_awI)J((P1j^tSN^fl_xnW0xvTaNgXa_U6hou7))^!akoAZ2cW
zJksew)8`B5!^-k3(+1s^cd9?Tws7S;kuQ%W2Q<j>k}oI!{&ez`^^U+67v`Mmrwz!r
z`f{p;<XGgsu{5nytQAkz(nJlVNAq2VdOo}4UyG^{8f}F7a+)!CysJNtQPmj8u<`22
zm(D#YbwSQ1vrj*o{-NGm>s$}r;;1`Dhy_^lW7L9Lw4Y0KOq=?h2#YocQ?-ceUPu_-
zzbNNgr%I&zP&Y<G<h-Q&d?U2}=qjADOn9{I1U}U!Y}1H;jdBd=8&OI#BCV<ywNh0o
z*ZEV+S0w#d%o>M0eb0Gi=4&|1eXM7NYedo8axb@x{_6<MYAWhUL^Ex+Vb)2vv}k_p
zSJNp1?gH8~2a4@NgbLb0xg6J}kjOUXNdDEb4yvj;<#-8PbZoVARX6Z{Zu;OebkXK0
zr0G~m0ug!h=Z1qSB4-?Q#`|)!2h2sP@(e2P`GYQ=hM?LJZGw+IsWjB1;5ehIW&4tQ
zJCR!7=m%|t<u_Js;KrsGc6yN6(O(r6dbdQ!OHluLl;g4J1jtvDrW2WA9WO^4?jNIr
z@;l=an~7wlFJXD;6%o&BMwafyyq}Y#rAKRGk1*FP-l_G7iS?eSRe#sfSp2k!cMCXU
z0grCV<^<wip9uZ^R9VDZyqx06R8NcK2`W2J-PZMTt&fksk#>0ofWPZ_EIJ24rHC%r
zA5FSTnouEne<*T{B3a}zl5NeXuH_!imt#FUT{$KIpvHr#F8+I?4!)$M4fT>S+Vn@P
zoTS1M-sGqnj7;48Uq&PPs`L_CG?QG9YgCVpQMK!_l}xUa7r9*Z>wC0|D(YoY9r|>_
z(kI(!+jcZtr0KIswr{pH`K0q7Cd>VFnlWzeEP`6c+5>uu)FHL)v$O$xKGDjNTw^o#
z`V1u1WK})4V_~kb{3)nf+iK(oU0;)D5WjD@kCkUCF*n^hQj;RP_w8Ry%-2#xJ~<Y7
z#Iat)Icy@&%b6tS{IQzEH&ktSt@0{7M{2d^t<h?-!B_9L#zlK%z%s^{+OI?!1rpuR
z*hiHyEHN!h837Cbsy6=AI?e1BeQ41k*lL*_r%gW|?PL^f`ViHYY&_bCC`3jm3L!ad
z%EaGMvfUqP#Fb3AMARi5<m&N`ZbhggNa{Px^rWVUy4vd=LErq?6P$ipz_+UswX;!}
zy|1s0SMzPFj!1Wgk41vfv{%$!C1ciXQcqu=S>n+?Ml9_$-|+c2yIv2?bYlSMFXgo~
z6Mj33LccIH&!-y_Ib#;@m7qH_78S<!E8<^n8<)2JA?G7Dpf|68PpTw9nP;}ehFW-?
zFAK+5MA#SQfJD<TectrQju_{2u)pyh>|}fR-I!PJ)pT$W>%27XV12%t`T^L;*ry*W
zE8ZuhtHc)HX!;tO9L<{)=^(A`ota=6)8u~scusXQ_(MKRw~c#QqFF;Ia;%If8&Y($
z&Yh#NXyfEJldLY?Ou%$RY`vk_(mAg98`L(R+A+1s9_z+dSbgr&C)Y9>|5SuUdyT-d
zd|%D6RV{RfiLHM7R%d246?&i4bkRIK+w8ef^=tcYia?ikNi(rO!mk)<giCtOjzUgI
z-L?MScg=b0F)X$0@Fc>bS>o5`1DFM)j}-f&v00v8n)q!RJv5=#bR>VkLY-)N7Ss_O
z?H@rye%XuWSe>HEN7hZBN|j*k?P|piwH(G0A!>RyUjI}qy_ze9HhpL7$OW8l{#iXw
zYCQZ@txc-wd(N9Gv+KL2IQKPzEdHqy8TO`MqK~B#Sn!;EJR>t6i^*fVSyM(^-`sEZ
z^DIUdOUhij`;ig-_0fq>==tneUgr2B+18o-+dst@&~d(Dt@avZ#kDo+K^bSJCGR**
z!bAujUiW$Y_NRM}{2r1tlcxFIpIbEt`K!HI53c&#M6~jW2Suot%<;I_iC#mJ>h^wp
z>N{ha7Ryx4Ep>>Nb6;{&Ho8VNz?k~E>_$`8e5VMDYPN|o%oVZeo4vNJ7^p`^Vrt|l
z<4Ur+)5P$g<$O4kJp6yHS^RBr9j5-Ao+l-J@MFl0s<uSWx|c4Z4W|~#;7i$Ic0-@t
z%6fFlC3=TjNdNlN#31is384kmtREKXvM-Nv9KIiPeO_p9Tb!dvxgM1gYM!->Pz$HV
zUB}5Km+HzQ{9NY=8(MB#N9u_o;Pxl4=O=s1-$4aXUA5%%J}|zbr}3xglRvX}$R*>-
zlceMOOg_?VEBOmkwr}j8nlcd{;z0WPvCk2nkL(>Hv{<5RJa{JLl_;58WV!V&*5V~9
z#1SgmHrIWBQsc;FWv#Nd9SO1%Te}ho(s*<%BT368*PqmA)NjG+rS5^W`k_7R;}kh!
z{%K61`x7+pJ^RkgI=ckrPijP(Et@0i!?Cm-!*Qev)ci?}L#KI(sJJOWbDF(4Vp-7l
zk7d~<sKmj{il#}n+ghTpxh&^T=pnsl+(9#(Gx?Je34a&)F0mXF(Ar#eK1IOMr$KJx
z=Jss)mI=-(K$X^=R5ewcKXbY$c8NDo#<-{#&bj3>k;_f%oe~#Xq<KR+@$!z(Op=Kj
z?pQ>@y<l(c_jCTm$oQLL|085jjA(UEXGdQnL-X(n5waIn1N^h$Dy#fNK1eLzOP{J(
ziWqqf8?$?EkLD3riH$4`e}$jYX)HXa;!n}AoJOuGhF1rxYt{S{!Ooln@3cIBjS8=P
zd#Xqhe@fDHdjL0=+%ZnRGJfW~Y}0Fb^8mIPUe2l9;w9gnZX%H=RDx#zY4zpb&9J2C
zXD%Vs;A6fdxkA_L*bUm2RD#DyJe#Hd>nHj4dCi<QE<bx`4#cJ@79(@;SiRLR(mot!
zt>!W;?m5obV^Eu))3ePb`BX)OIVD=3&k5jI0)z<}M~dC2&t<&kjOX5O%@XCG@857+
zmH?mm{A88pPyF*0b#k)GPh3GUWlt@RTn7=l;94(4{-ljaaVhsbfav<PNt~#C2~X&+
zC@c8UG!`H3w86Lk(juMpy*Eob8_TLorl_00gAX9q<JVU|VPVFGs3-r^m^No%!Ajv1
zzBBEX*K))$rke6D6^T2&PuM|3^qEtKobd=LUPH(3Au?@w!X!7^T+AI4+(WOM&mzj8
z6Ruym4AfH5^Q4VNo7=f%M|A-_CjG@&!{{k3*}68;*!s3`DSGxlt?7fr$A4oFHR^Z#
zlS*#MV-p8*nv$NCP7-lz^<V8@c1z7`7y7&LH)C{)Wxa(D-RJ&y$G3(GKO}@}@>|oW
ze$qmvd1xf)p2-y_&*^O`C&NmevyrQXPCHK(g(-ISo9nfCRR0&BxOVOyPeZa#j};vy
zbu;Y`!?KcBV(&!Hb<}6bqfSK6X}c9Ef5-9kT|bZG820o~u}rGsRC2qfoARvM8iMo;
zl-%^Qj*^N8_Yu`NvFc;IjU$&9H5CudrSQ37!uHgtm<}9671O+hN@pzRs9u{6Q(eH?
zM99vF0yyVOq(4XY&`_~q0lV_x>VKyCM{DQP_(|v3CbcN2Sf#|7Y+@TTz6am_?1EG#
z|L>>rGU7Azo$7C@S0o?gazP%(y^Q$zM<HF$LRnj-+*2m0m?OS3O(MnHAV&3Wi$x%I
zBYG?4Ii~OB(W=_li#G2Bv}>s6`B-Y7HzyAyOGdZU8E0=583nnkYLun#zm#tPC;4-Z
zbIw_&`63+}_w`#cAUb85RLT1+%+2Ae9-9Y?{OUNiE&hruD8fcXDYlnq#34-U;O#{n
z)gSQjDGpI4@uT_w%SB7{t;m1MK2eS{(us(Iu}zlc@p?u4P8^3Y!;kKQ?ScK5*p2LV
z8(-s397jc620w`86H)$n^|uMt8pZZK&lyt;u3&xf#BWX39#2tay6Yq2<QcI8{aj+Q
zy!w@&?p)8Qd$<_evpJ`Er$sw$t88OzWrd3C-NU-1_oC^=hc2KEIX)snDxBK<72DwP
zoFV=OG4+_e!rIm7+Eu90*l!yyxHHGaEV??*cPESTokazaW<>aU<S>4xMK?uzIo<I4
zMEdxJJ5xsJw>L*9_qHp~r&?EDN7rOS>M;;Kwd?7(cCHuKc$k0J-1XY&9P+9?^|HjG
z85lYYq7FWQ`aaQROB;{o7kerdf0ur<HK`iMTD4v3d4jf6D^2o~HcX*&)HyDLL)QJ5
z@9gE;El;EMvsm6rs%ZBpl?O@A+sTf{=i{OJksJbxx~w`ELl+SZk8i&^mM+TEoi3aP
z^m&)L<<s4pYzr#2d%c%OXRZ7xxK{Fr&+trEF?+l@M1R+j9O6{EpJiR1pY`u`ti+J3
zx{YbiI6GZpjnJQNjg?9sfdn4)oxM9&cKxi2bQ;_HWSVHB8akKWb10+f8mz7Kx;1ls
zj?8eP2P?w_;$x$TDlts+GRsD-3%ap;l*otvFY(e{`!9XCh<?Y$8B9qDuQU!sPbQSl
zC!2i<L_X6=%@w;y%%Qm%a$-%+#JG;MPViNBGU0MhKS$HH+VL#i+(yLjloo;0i$sTh
z7Ns3;jBX%^?OBP#Gv3xrt83knoasLgbF5`lO(Iz$?+{%k5~LC#c}1gj&#`RITw2fI
z5YwT;;`1AL3nqiG*>6q1IiHf-!YFno!;PhKu0i!XtxR<u!xK5n7T$ShuS*nUh@5FE
zqpx)0qCExEnn^A-3KTwJrkUPYewd`M<HGv8_dcm{XahW-jvZz?iS1S~8aNPBd5t$Q
zKG6KtK9?%|^GPz8@k!a1&hgOM;>5H(D>8-G(tX~sH)R^#CB8o@TjJdsN}W&Rdpt9o
zss_sYM|wDhFHOGA<!_yes@>Dar0>EOU}$=Gs`%an3Q}#8<<ObSwx1iNTr9O~l+z7t
zRG^)+OH-+%*v52&OxGh7N0-h;(qD*g+B#c@v0y|nF|Bom=lOKDlSnzm)4ASgR-f6n
zd4xgs8%I*oeooC`wc{E37*Vo5Ag4EypH%5V#mUVj`@>{EdvL~3aYBdwphu-hBvzBG
zBbuH%m*1RraPNx!BRXpNl2Lt`%Ye_lFLRT87F<-Jf3Sa}{w~;;q^aMN$WpH(Lb_7T
zK^)|#j__`+^UcdBeaDtgXpz0f`Tr;{M{FOp0Pm2~NyYjtos}HLHlm-@t7Y%f&Y~w%
zPc^q39-E9IYsH~!oYW*?eFs2<?94b18=g+y>3jngjkx%M@s{3i%YQ`J$EZrI>3qpG
zeT}MqhS@94PbM3)A1-8lJ1%k@P2i~h-9~jLr<KFcvqP%U^7;|Y_D1(=vKH7e_wz*V
zeP^=b7*f2+C8p;I9tgWtBKdc_FW`@M>(uXT59gQWsjzGG-<0j_Num1N@Pv~fI=4(M
zF5RPs@9d*e?48$WQcqHIPN$7Vbus_*-xz(^^&R_lZZaA})$&d;ji?#WNpMtO870Z3
z_vG4EL^{XTv*&PcO>5C8AySRp?dH5gM@GnACi23_`mM=RE!|MgIrG*ylS?;yXA|Fk
zb@i{dEBSI<0}Zy@(S9{qis;0?Q)aY7R?~J#>zJ<7tO8vGd^0D~Up0EG=g1S7Gz~3z
z`^Hca<Fnh~PZl{~5u!O$C>P7fnq+O$Kz0RbeqZ=*3MTASU!U<PI^ol}*~9&CuZO{Y
zxZH2?x~)FB+o=+dckdrqo$RlnH5lDo*_I%*ij$#E6Q8V5ZFVV_-k(b)7T+kcgoSPd
zRg?0JZL8Li>sqUlgB2{X;2YExTdOe~PnZ5%e5gQ-NN&Hp_*}*1sgic2tzn5~uj6l=
zOG~>JUQ5d_-eu$?l1mn~#<SKtk>qNA%+K)?g^>H45o?sWM6xnEHD6~N|2^d=Y@4Bu
zw^aGwTg#TPQu$G2O)ctI7Rm8zjsCJU#SRiHC8X;JiDa0KT9dby?AQ81gf`D06W5R0
z(=zW(ZO1gH+Ha;vos4vye)_C^ZR|4rh|&{>zp+SDb*mq4AX@b@zBXOq{6BRECb}M2
zuEW-qXZ8=->akR=JJ~#0lG4jmXC4|RHg~+7Xo7u7dvnNvh*e)sb;*|P-m~7Yj7Bk{
zqw&)KaaVUVPmKNX8m<(Ls4~;)12OTjpUqoCmG_y?+wHrIidmCO#Iwt&w8h`wiT&w$
za!#BGjnedT(#{y$o}R#|kUlfF2)fneo_VRIlO*Ti(dmFROTo+)vtgVdjr(`|MsQ2i
zVm==qPe+m4{WKA_hVCpm1D)h7aaz@`%gPv454=v^hrKh+9y1w*e`;C$v!sqWwVP(c
z)FoKf%k#XCEEv-y@XS4RELVGG0S_%w;aoc%X*M;c9DvD~+xDj~4Ua0~ccwFs+Rzbq
zQ}EPv92Z9jb@X39X`@5t(Z#1G-EZGn{-sXgIjDR$vhPhKdQOx6>Dw%I?Dn;0E$*uB
z!C6fB*|HDkP>tE(bjoIVF6b=zVk%Oe$WN7|n}X|Dm2>j%n++bJSG4OF8A#GnY9`n`
zCiF8K<(#r~iRz7hx0ZR=x>rB(&JO2&?wQme+mC;$N3)+$UWh3TEEth}YwnC5-Uzbz
z`>Y}JZ9eKMwxm7&yK6f1JXuDhiB|EBT${ZLv8|6g6Fms(cl3GAmDER2jZYKQa8)O6
z*dW&4!Zaf3(ft7Uh8P!}0xJ1_)+VOU88|q7$vtz}O6KpN%<|O5@u-;B!e-ttsCOwU
zvF{D-pYt+Cv#*|MTHU2tvg|YLm-u}3bRV0HFquZ>?9pT|&&Q%F?i2fb(I`f+XT0H`
z<lOLHT!i5lrd8T|liy~;{4*zo+EpJiL``nTapj|TF-`87sET7t>KXWRe1W2@5)l<*
zZijn4Mc(XYU-AUo_@rA9uoChE^8e&v*ru39+Cij><`YAP4{v*>5iKt9u(=w95gtGH
zk#g-=evigMYzL>%A#$_5P-u!N=Z-&#s6i%56r-(~?YWgP&r{15RE==pl|3$A>)u9p
z8^$_Y$13%c7>#c(&}8tvkUOI|V#$heNOzErSVHzasTX6=NiJr%-QL8q+P1CRvxM|n
zZu52ShTMF9`Xsir$J2!qG1z`ZCVr;Kqu`iAwLbL7ZT(X%E#jPT|CGwyhU3e6(8TXV
z{NfG_#cs=T6VIC0n%eUu#-aJoKDjxTDs;}g^FkyiulU9yi1yBBB65BAZF*G84ZN!<
zqzQnfI;#4Q+5|fH1pG-o(K(lq_B#<4)d#7CxMp#(m8tbSmn8<J)<kwN|1_!vYxHWr
z6Cp~T$q_v<YpnUOCsQ6-S1o-it>i(^tVL_TPK-?*Pe)cqqRJI`&O7B9G;roO?zn_4
zpJyQo)ICU%T-G?DprX>2AKSMV6d};bRiucUF_=O~Hkt|>mXj&yxpyW<U#g3LJW(Ru
zwdeGcEsbz!rje|lEoaOP#~zH^wIb^FSi$<88VMd!bv0(x;%+&Ts0pD`j>)pt(4~8v
z)~F&qmIYFV``Gk9u04)U=g+N#d%K7(>3%P^$+vJEEwNCTXa^6GpXZP*j_=G{K1=%1
zlmnv&5$9@3kV9cz^1J(5vRcZ=zOe+E5=hu*mhKT`mqz-(7}>siSt1%K3iOHY+^RU0
z`Sn;`{?s@{+$TML7FrbKW-PXed0W#0eaFh*H5}A>lYPx8F}JU-hk9enY(4tS9;~Nk
zMb(Q=nF8Mw+r}BBr4v61*Sa-}Bs%^sEmW$jf|#3U#Va<9IL1BcRYyQPiIE{Wedp}r
z@4LpkT7GyEV_}Pd>Hxku<l8B7iM4yw25&(`^o<>MJWN2mvHxS2q4sF+i>;<HPhx6$
z4%)kubCh1O?~E}q|3F{kkEWNOn<b(O8P`wtMMF$Zl$)%8PDy-WpRc}otY5V(#NT#J
z%K51X0~V27;k;S)5(N=H68zf<g(6^OFPd>q*vjm{?PD#I`_YJ~8+nP*{n}{fl)DT%
z`S)*3*EL1+?CQU#*j*8GEK|qQi_Gh`o!L%^zBVfPOxB)=>hHmmQoi8ck^Uo=wHgH;
z+Us%fihP&Z_*PYWImg`^i-3pEVza<sj7IdhlPyyGN-n{l;QL#7#VD$pS8kD(P+=FC
zL?I$kHp&e+#7tm}WN8#%n~N=cRLWG{IF4%DQRP|lP2r?G9a98YbiYqysirtO?^JtB
zSp>Yi&-0~OKW2BdHHUK^WU{_-wUsB0#o^mfDW1D)xg@87(-v6Jx!vHDc`L4~KP{G`
zdBjjxk@$Piv_v^NwaiVs-B6!9bt)6}{LM&1M^9YT-z)LfKQAGpYnao}-#C(nTM&L`
zIUpxylH@tUJ!uwmUR-@+U2d#BJDL;S@RoDBrMF^av1Ol2SBZoErAKe_WP0-FN#34M
za_^YXQv3i_cDQ%n5buX1%9}wOBT=X3tDm@bM$FejBHy^~d&csZZ5+}`x+KjdfAEz|
ziq3i7qWxTUYMaZGm@1lC<JK}N`DDPzOsWNyxb#V5xN3{ZlL%LT1*871rRMa}tR=zl
z0S!;xD|VL9!P2eVM2RJhnACm0($_v5@%M>oqzN*=ow1j9wawj^V#Ii=_$290-E`gV
zUiYnZC)4{@Z`?=XTl}QwsV<2mJ+C;Id;|$6utyNZ8WQo58Er+yxxL0p)sh90a(^ju
zHHNW8Blsso-i5qtUQbn*7OF9u$+TTbU7kdA;>?6N=eFvII%`bH2#;#x|NhSZvTN<~
zUM}sGU&~6z_*L(u)su)m+TogPK%`w`C|dHa`#@8+a+x|t+79dS81*_Nm%0~Ox%Ma$
znZ32Rt=%t<ZHV+`Yc(T6rPCq(J(XHlV{Pd{7~x5M+BNANty#q1pvHm+m)Bp57Nc2<
zmVA!Ug)>h+NqN^Kh|_m*t!W%fKVAF;wax`EoqZqWQ7lstkK{L(PiBsy=%ol5J$b2n
z%7invck$obBN_EO>9gF@_?^Vahwt`|r!Gb<Z;hWP5t4K_#hNyk6JNa%O^pTFiLm(2
z*qA5B+F9Z?<ue|yxF48rs}z5kEZB3lpr!^MTbVF1-7E7*X@cLS2BgY!B8rV7?By5x
z!s)FO598CR%Esplj<<Ns9S{rq3D}w*F@_$Qir=X@#@r57*PI^hZWVhZT$Z**36YJF
zB%}??Zflsz)Om;Rj5|MCbhEUBc@$OrU0goXXF96f8v9!{&u*Cp#D8;5f%%j8r~H#@
zJj`{ucks93Iy9S7M)+1&Rb&NQd{fmR-I0+nM|2vkJ=b)SpJ<`dxrls=z#6VGYPF&Z
zW*V@Asa8)N1G}yIH@!67hN3O<>S6P39#!=padB)mYYRT6#5k)~TJe~VN7IXmHLSKG
zA$Iycu(~sq9)73!>UFBcHgT?lF^%eXbW0f2`SGWEJ+TJ8_S7H!y`f`*xYbo2jg(@P
zF(z$vTt`xCRs1P6E$SyRlAfDad=`F=hHafo)jQo-Q{RZDY$-ycseaBro-<`0W6;hV
zWVoI)7ghD&qa}B_nvqYuCr#JsPA1_UX&n(T@lL!IOHxD=?l>bRqR+oH^UhAwJ*{Ab
z1>9KaXhv0MA((ldN7UG<x$M>%hpN~S)mkWIi`jxmMTfdqe0LVJTV*frIu(N!9`)&E
zg}J9Sd4+VMy4*xUq`9QSNRMW>`zb>=a?6S8C0VVdclk+78%{y=ojSa=N{w1_+D}?&
z$i{m2s2{IS>UVjKz10bfeE_-8T-R!9&?k-MKc<g&lky&AvOB4>RPT@>_U5zrZ!WK7
zQ}ZWtlvqt=H~CNbJ26U4Cs23sN)WLQ(`v$XXPO$|X6M{$CY_}J<!DPDb6z(>qG!^8
z);kee@9(Ttesz|dEU)x!RNj^mp<}Tmv=EU?Lcg3o%w}sp#+;ft-5kegrqb{CQU^*o
zfyV<S<`!1E0C>(%jWWqc!#}$4^CvEC`gTYpGhrnkc<a{WaXf<cJeb@?-7+-fjoE+i
z57WDzPhlj<n{$=k=aS@s3O~68m7kR@^>&^Uw-7OjUTTMEkn2M0omlcTlhtc~<L{b(
zdX1;`q=g56u(rQpZ!ej4XSxL8x4rK`p1U;Ty6?^N(51$s$wOvaeQTI{i$q+pJ=mL9
zH6|iq;&Pqo(_YOVtx~YG0c6SZEJri7l*N?7QV?^=6GgNk0@mL)Kgn5tLeG;H3T3rU
z8z!m0Z*b~(G|XG2>O^jR@X^@DA5E_Ionmc!mRgb&6*<ppd{pVt!ZuFyqmJEsbRd4m
zCq7a?9gE;zddVViA{q%SB`p4&xrD{<L|Al3rcT`vSF!(%vv~JS8%vo-PosFG##r+#
zmdyx}_WvYA)L4BYIlW(E<NL2i&G?WSTR*k5UAo?pM=bJzO{<MdPfWw~eUm>S>PdV0
zi07Z$KbN2f9Xax2w@vhz>f6~PWc0sFxvu%r`=q8)pN4^;Rk4}t(>M~MC`IH;x_%w$
zjj`1<A@0SW<(U9cY|bAdYtGl#(I|DvHI7BL0dzGM_7~m^s^}b>XPbV{U+y_tJ5~3s
zXg{A~Rq6$~r?|ukvKR?j&>yCI{Dkov^Agk#QrCN)4Y{oBn@`5rkZN+?H4Uq=)OIMZ
ztgG%@N<KLu)+@rISRZ>hr%kS7_$e%BxpzQ$t<x=zVTo^Ao|If?E<e8K8KmUeFPf2K
z>;Z)(MiP5cY5N<?XkS_+_|H@BeEu0o;=6=^8v7rvzO`;u$(5GG9z_kZd|`pt>v&S-
zeJ&NP%3tCaRg0EiNVM@uK_use(d>cUb?k8$dR<E`^{CPhEcdIB9<Z#Vai5UT<UQgj
zr{M2huVb`6J5kGJ8Mz@FF86HXt5Uvvf70#wrX=SNJ|Wi6`qO%z#E5)zsAuqVKI!j8
z!W`9B4X%+zIIv*K+8sw-J9Y$Rhr}sfe^Sqr7!8!CgGGEpB&r@#M4P=mcP%wk2B`XI
z3Q4<G>U@gtdc3^27w{N|=~pBiDz#2?9xpxg4%5^HQzPJsxV7G8+#*ep?2rS)E#g!r
z`P>FXXo#U*s*lktO?>{@un^Bg7)Ir{woE+X<{vyGc8~ABHU89j^bwlGlw87t9f4C{
z+HI5n)u2sXy@`EKkELm2@k$e&VK$EIEE^RR?)2mTIHf>6#qR`Jx`pH%%uIw5E8lE{
z)W)=#25EGutn~oPS^K#9NzMJZN7UvulOJU9UmLIU+X#q}zO<f@rnIO=ws;(4t&#OU
zS;DHD0q9EN0q+_uziZqJPfv10Z_5Z!5mp<M;@I0)Uzkp?0gV__l!AhPG%oj15v)D@
zy*?G`%#!i??Hr}_QTG}>R~(~Tq8{@kM4&!x$9B~pL+dwM0c~T_b^uL|r+fB#>uby|
z#r^9Z>s!CWoqnF#Q785)l42X>E?C{@v<5mDf6w}JdY;U&_&tAAAv9IqLU9~Lpa<SD
zO(oOkEBn;?Zbxzk97rrtI9+_KxlR?9dgNI2>mFS+bu)=2T~5dni5s|G?fJq91nQo9
z%14X@9Gnl~1lr3`hxfH{Efmt6l-0I7V(?~9s~aQoTj~>{$3~&DJ}o&pgHu=wIEDNY
z9W#YUujQ3RdvPXrJe5>^0ac=sb}dGF74<QD<U8hd%{BUyM3dZL&9+hBC=+2}U%-(%
zPRye@okST<UcE77tv!omeMe)WJBAFg6O#RB%b1Y4I!D`+XYhgeT0Bd%ig-p|cPxE$
zgNCqRo0ny1eWrFx9Uy&{`w5@tOL&&)GrDoRSHI{pV1tC`h<ZRQSrKK_a~2Z3`9srr
zHs?ojbF>{~0!4ID2S%0aOCTX$prYT?dt#>dNNwV5u3`&rHlQ9szQDPvI1U9%Tz?VD
zt+lOMYUolBi&6u{H(&>s&Nd#8M>~}B{sMBWI?Y|nsEFHJzWrEQF+D=$zBWtj5)|oJ
zZCA=C<p~a?7pY9VOBo*Cw5M}7nsLUyB}Sro)qHE+e%f9~0eTW6(cJ?*`W|s8wzoa{
z7NfyK5P{Km;SFjl|7ri_zF1{lUz$9lbyRp;l3hxPsyWN3>QlCQ(!!~zBmL>0%&QSq
z$5jkE7B1;q?NE(7eQGY<+8lS}ymB4O=}C-7bCq}Ad3#lZ_O1TM(ifxYnNJj@V?D09
zkUyz)PWS&rSm<O^OSos!f*-*~YtrMT(TbT<HiZ(I#OK7&!((iBk|wkeiuKf7Z`rpI
zE%vQ;<Y?6K>q9f5{WbsEHj{phXF)w2q+{YfS-BfLZ`IYI<S}toq9?YC$m%$Hwk&R>
z5325`KiSU{ZbPB!$okCHXnYXo=IMJU{-{!aGkmgk_UHciTa)Ic)4fRWhz@Sy7ExXv
zJ+*4WU^&`WYTsWEw?-u={sxic_{}`JKPkNt>C`Biey__X;6)x<#zY7CvH3Rb4*zb~
zJiC@Qo}_QjK0Pe%Q^Vl3k=|_JI9ZM`=^o9mEGnQH5uIPEr!3K%m?!ee9&g5R%^H=s
z^|7xWP)?Qh;)=1a;ZimGrA12Uz9>eI<ilMhYZMzaOI&0IF|PYFtv?n$)iMv(HLCS)
zFFewQM{=)dQ&V>>N}a2TI_*w>pXsUpGHt|$#q(VGgtcp1EID(HjNe(~q0Xf)`5SGL
zc;94eY#L%rwiGFVi>R0h5`LdN4`(UZf6e5{ScE%f!IT$s+eyts>h+v*BEN|L_BD>h
zdHos>bq*8yEcN-Rp|S1#d~|N}g^qlMp8K4iqKy6<OUxSW#^hh8M}58~$ydUIkM#dL
zULSRW4%)O%Yg|_!*E5I6rfOr8pZ|&Ibf!gxC&XNCQENO@HO}*eI#19S*|7EZEP3+k
zP#xLS6r=JI+n*yekKP?s1EQ=qHs2<D`Wvgx=Eyjched7e9a%#bTj6DUDvuc1cjp>$
z)|fAhIlqht8eFgQF>b$>kump~N2beh&6yEB=Z*WcasP~-vjgnlyqjf*WG`@$$ek&f
zyY?#^wz0Hv6gYa*R?KVo7~_)v!{4lJa*lOrO#`>$an8B-%dJ7uzgUm<#X__M&+gew
zTzp5y{vI#lkyp>jWZ+^<k-cN42no?GdPV(CIcTeAc808IA}-CKP!(s^A*Rpq62pz8
zRDIKpzjR%mH1HhHFU^<|M?Ny$=BxmnA-alCs&%&Wc+RPlmpqI1*}O8&T~3<ViH0w8
zEJP)1(~QSciaU{oD)oFsw@cEBsYXrpa6_FoyVGY(9OZ_un}9RbHn5#%W}LP4<R(|~
zk`5kLOCGtM1s`v*zyv3?@j^Mme1~W9xM##k?DN6D2+xxB9I5z3TVmN$K%MZd*+?Re
zRL@turiw-EQI5tSS_r`xh7qc?Eabl4glZeqNGIW$z9L)u%Kn6WjcIs(ueb0iF^!JL
zrQC?Ug!he$%+kg8UF;pJ)im;(NM0MK*hua-=0%j*_xvzenBvwxyClPkrI${6pMgWO
zO`NIJj&|e<|Bz#jXf(>P+As5D{(1PVM5n$<zEM1_3@HEpIUen<{KoX_b30M_C)+vk
z^~71EyA|E;t7k1_Iz6>in@s-VEJW0nb6WkUaoTT`{%R&;?U?r*teP^&vED3voPO@D
znT$}Z_P=`4)=V~tpSz=!tvnz7WEs*HS+7R4qqPx=v^wo`6x14f>VMdBO}x4ms#`&C
zd;X;U+*Xfcjzp70Ycrvaqohbr-5dN7))I$LS5dQyZ-=AHMRZ$tJ9@eT@jG)A%47Yu
z9qMOq!x;;{Pf3fK1N~3tD7;?Q?iV>d_eH@e0Zk|;Kk8=!*K3LE64_6W7zs16Ym(}e
zIUbEPm{?vCi_JSDPK{{elhijsV*Flkb%E|!T^vix1_Vy#w6dMpMu?m34sE?r6Ta6J
zVtbuu>dR-<_ttE3tE5djA4E0rjm7ql8yQw?sn%!_$E5k^;}O)Kduv>Y;&V<^xdyeV
zUVaia<npI@GXHGt8{(8ky2&=eu<y+oa|~49sCB0kA`yc1U2|Bn9xCw89D&>R9y-)n
zPx+ZO3VQl;UNDU=6xgaCev(GKDV3SaBf+a9mpXaAEFGYpf4`ar{ZHV{oGQep<R86$
zrlfY?XV*XF`hpihKJhBrsgbOQw3k1hzs2cC&O32GbbPBE@mp;x*QKfTZE6g}4GF0>
z0MEM=%vP~GmG2gNfqFA(>+>Z6%NA-4qhj#-t@i#9KDFlDaa8mftD`cN`n#-4AwGmS
zETS7eo*P3Vn>tFl+86Sq{`6e_w7IH&C&D#4nOW1$t?XPk=eTs&PmS!3dBwX|e>Tmi
z=_lPC-Mm!eT<5VSTO*W9v-xLguj;Z9LV0#7>v8>hl;5$I*9dZcvr|0Q6l|cPRJH}R
zrbWhL;x<x!B7L)Dsp<Qn&*xVFp<Rqfw;|j&ozSFkdMlq6_9$S~D%bP8deXv090fmx
z>%7ydZ9JOX_~n#aVK+RIJ0lBiqoO86{N&!?W}xz{^r#GZyEG{md~AGUmo778`^!}8
zJa(IVWCV0|IETs!`uXf;(z)8N#CAtNu^y=<9e3NrG^y?>R=*U#`eK?=B7W4K?7o{f
zMq`io8^yFE=FqHAjFzABovE!I0B7Ok)ScfKG^c75A)SLtnC7(Q4!_nuv{9?y$|&Za
z>@vu-Aa%Yz@3?nnTI&Rn89s;&yWD`|yAv+OH?ncM^?i8ix_zu+<2D28&_`H`Q_qlR
zaFD%S9*6eT`Ro>PXDlnn$C}z;=yr#i1yd(z_!*P9E&W!EE}N~*)i*=0lqo)*>Lor|
z@k3*G%)WD6ElSBk`|ZAL_v82EJF!F^A0aTiK;6(Wu}=^5M4tRgOw9k`N7m4e)LOUs
z642sHoTuxU&Y+;reXhsF%!_&aw;a!n+i#+1vQg(Kw4!&!3|LFfMl4qytuv9Yx>D_R
zi9;0yuvbd<f$oj&RoqYdYgBp?Yb4cse9ZoF`ZgT&_eGukkub4Y${bH(icrY_$z6+%
z{Psl0)Rv!-na^#S&lFBB)taMLg+G!Wwm+5MdR+HnT5$qRJ(oKs(M<2{SzFmkA60BU
z7gp7Wd1`j&w_}!CHhQR3|5RI|I7#JHTCTz$(P7bfGHzYUdn=mAppQc35bNml;`Eu`
zuBD1v(cV%O<HLHW>Y4t$#)Ev<oao_S{0>r{J}=RW)3QDJ+gbe6nQP*vUj8xf#QXx*
zer^?dwq3X0ae7hfL5}i_m+HV$#)~YG-_%oRJ?FDq@3avqMp@oP#$-M9*)kfaD`2H<
zg7b0azJy2~kH`{Dd|cU2P1kdaMTrP+Ip<@Eh^RK!)ixsC5d_z$s+ZPWw~^>}@BFi=
z)viUp?RVN}lvU+Dt+?ZRj14Gdn#dcO_Pa9XSl|cqQ{^lpl!@g+6lA89-AAz%YtcrZ
zgMO87aFckvHw{_BTQi$5mkYQae}2Nq%@nc3l?dDhfKff6@{Kv=pc+#>oCe6HN<F3g
z2@;;{Hg}8?Z^zUvKQp27S#{l<R`!`)#>>BzUSS)HG8wFE^v)8N)HTzbMyYddw@V4p
z2JPt6^bADUvRE(Mi1-}jN@u>$^0+#|kZ(;Bim%Kra<AHh*-3}jSN}a};bXf2>7o6@
zpO<`u3f!+*db?bL+WBX!4We3&)#co&R`Srf#C8b(efzVMgfG9-LgN$Aail4lyg$)q
zZUyGrwfxyh#{8#RXmqv#io|%F9@y|R@VLiSt<G(Ei(^!)9N|`q^wUVu92ojgjrzM<
zs(BJ~PTkj@({p>*<Jl=mE}5(W(?Wg%MY_Jmw|#fpwkX7@3dOiY;>@LC!&|p#VULcN
zaQva?D%884n^eU)IiBul*#?c<BW_P6w`}1l{l8n5T9103w0Nd@Jurw{?X%y+FUQkI
z8`>2A>!z=HbmRy|bw2hcE$Uz$TRu0A1&)^?<k@E!WgnS)Uplo<R_Sy*%4#DWu4l}n
z-k&Ncv8L_cS*dL#c+j-v{MM;*2G<l7fkzu*)+Tt4_q6D~>TqP+-%K(@RPt!Ly`71+
zSjLY>#^gH4pb@9IVjQ*qj<s7{UY7jW0-$Hd&aB6XTWIjFzk4S?IZcQN*ipfMU8ePY
zne~}J!H?umn8hf6O7Fa~T;iVbLEEi8V?>VAq)U0az&Dy;k*KiFC!G?`IVxh^7=w_K
z+meaJ@5DH<lURWGTu>VcRhFDSbH7V{0{a_Vj204|>{o}Pth~37a5L<hgtNCL*2WeR
z_V*B@J+YsBdx~B~GKA$J({~%lJkorILX|%4g2}l-Z6v0Bk`%JsxqLYf*+|X_5bnQC
z)mc6ZN%6gIpwc-JPR!<d)<Q+KYpzxPi9&@g(yxmBa0`{TxGOf}E}pud)WSpkYCX4Z
zy%Xc{4VjmjK}9~O<LSK1-=_a_i<I(?wVZn2$YUAPTD{+;df!NP36na?-n-4^`g|;k
zhPczM*8S_EsqHsUmMEhQaP=E=8eQ+qNNgYK&rDr5?U`U!gSiN{a!^szeO!AY+fFYm
ztTxilb+Uy|9HrXsyj_mQ^w#n_^oM-^a<T-(jpQLdd!{Iadkop`L$=LrhS-le1s&It
zZ&}7uW2SS;U9D7O9U&EZuidO$t2O^$dzto=2o0SMDqFsZ@uAU%DoIS6qtT>^AnHfD
zr|aRwu|!AiZ#ttQ5K)WSAmvNM=aQy13wE?Tfr%=`8jhoRr;Zh~xk$Ti=e&#*v3mtB
zJv0>P{nJzO$4Fj4LKJY`jpz{yGApkatyvtrvRlF})-H}~V>G%uRT`xI6>m(ZBU#zE
z0ve%VjvEd+8um?Zv46Ez^*)KwXwvQoU9Rsg)RPDYy;Rv0(FGr>JpZ|QQB43Z-J@62
zAdY?J9<$Evc@p8n3WLw9pVS()VUaznktC5PjmUNUQ!ysR`)C;S(vBmin&!t8i$wVL
z&H+?u_#cyHk2{Eo`flN^qrsR8bMD3OXnX4`o1Mv#DBE7jYn@l4H=}PuldPjS)auBb
z!6kAG_0X2PRcBz)X`A1eZoQZy=I2+xn&N0#?bg;Irr4Z+TYN}tHDU?s?V>Z`7yG6j
z>8;<1(P;Y~Qgdv-dW%$JAM*{0Um6$TV{6_&rhZL<o+mMtRPocv$ap7%{_cIJLRwg$
zPhVxfHRshsiTa%wPqIL9oi9<Q_L8ww)Sp~GiLs!+M9;{I<hk}(x>?ClZPD@=ZG?n8
znHq5)myWlGWbU`G{$O-@V|I|6qL~uEv|efA@3w8f^(}*67`C{2?fg34tAeVx{&~E9
z`8E#4)kLthL_?dSZJ_F}pIa>C`Nof#B*mD<^09s`qgv(>N1yjPo?pxiqxr<yy7{M-
zZP39unrl=P@fP@Zs<m{Fh!fj$O~*@;W*c(<{;gFx*etPZkIvv7)`dHwb@Ol})n}ma
zNwl?!#~HlR9?`F+_=|qWqsdlBlsN}YuVvo%X06D_qgmAIu!quiGUcz#%Tl|G?KB;1
z_heflkGK-sLIsU{$7;-}eR~;o#?HxpB98eTXiL3|<1Han>B#|)mt#Mrp5mUEOGncL
z9KF%|XlC5+&9x17y|QvfUaXxVy;<=Yo;=<D>k}S2YtG)IXj1VUOm2<)VvEuHJ^N*d
znVa<r)EOCIzFq9nl{sw=$!lT1wm7ifE2%tU-^upZlYcBH?Yy$fOu1ypr>WG#<$dO;
zbzW#b$0YyB+)SBYwC2h56Y{rojUx}dhEo+FZDi97mb}?IQX-KtuOHk0Wu)X3%88y?
z_g=f!-%LI7mtp2Oifx37U?XDcog?1&6wx}}bbjxyWg}=TmX+?FWLM|2Yd?(~##4;B
z)G^r*NnQQU8cNQfV&RwsVJ~*8<A)UVePWHFezJy&tQS;d;nXNzneIYE^hNz6_OHIQ
z|EIs+>QmC`iX+_`QO}b#)V^a}wFBl#wJR2HR&JnTI|e81&cvrXp}jKCRt`VsqWKN#
z(GRTJ*}Bbd@A?9t*0SW-@gxIGd(JJmHdZa6CFT-WZ<!o$lDbc8;*QNS@8P_(z4SZe
z+;Jxs=^V4;vF@)SR4p5s)V-D<dlcI6G0IUJD(Q{QSjVND0m@+&Bbzuni!nkewrpa1
z#7X77$mv7Vm+y>X^NB0@AT+s_wsnh16?8kzK6&Sn=dxDQjZ=j+s+cCZ{fqQ`os-1M
z#9nKt+H?9jhCW^8ySRL%69pa(;<LP-yIlL?oI|Yl`(sKsrmc0gkFX9Al~OK<{<&9(
zYr1qZqFJPMS#Rx;SmIy0b*QHvzjktFix*gvEI&KaR|nU$WU1-vn%L5UC7Nj;r*7-e
z_NHVRwC9IS|Lp82@f^cLKFQ~kzPH%ozQt_uy+mWyYCDa*Pq<baBDbR^dj_4*Dn;Vj
z6j7eG0Ry=KXMRdNN63+9((#Egp<y;|%tpnM)|P6zmPv||JUb=0(W&OsF?7*fqU@2M
zpn4iaEm+mFc%?1oWJv6ejOf!-%V=qmsGM8RB~B^MB!2SSr`Z^#Oo*;rgpO*6^D_UO
z`jdN}w9&COS<&4xBI*jYeLO;*IGe3J2U&Vz(}6jCn3?`)$`i-X)X^p1p-msqh(0M!
zz{8cdxhV!9>aA-PJ$kqum!CFBxN<tV?40F6yn45`xdtg3vyic@wK=EVOph#sXBvmw
z9%}k9<sARLJz7=2vxEj~?WgM!sv6U1j?%JKZA{wU#WWZ7jaEK)T}g_$y@W~=6-#n`
z9^X{iPc!$+oQq<}arvSyF`ta~vl>)>n6&@P)fe`L&PbN^H0N6!S=6%I^Q1=PcYG#9
zsuQHM0ClBLpEO#*XvtGatNBTiNYD1}L(dVAdudLo%sHGh{CXsJ<STU&lW9b1nsF?2
zEHChloNA=HdC#iV@)50bJ;&07s87{3(Da?s8{tuXdR|XT4e~RVy5WkB9Gv3x>UY!G
z&^_h0{vJG;Bf>i?`dZ)5SO0x`**Z|DdW`OP9W>od!)e{t1kjlLkV(2;D&E$Uk~(zQ
zZ(n^s^<U_=<fnaNUXAoKqTUkt=4goA6`SG%*s65LkWtq|n!dNU!H1rCUxB_6yW(P`
zBmAt9>Pd-ITVWDT>S~<9)b=`j#xk}MDz+n{+)`6J#yY8s_QX*AXmryqzc@D=ldyg?
z*r%h>v`_raX@l*if-P&Qj$_TcwVCoUiuLIv_FQ$M9AzxwV>x4N)skkV>N>rCO~<sW
z>qOnE-sJWM87wVODKYJ-ni`At1~DJV`Nx<VBl=!q;{TyfjesnkUW4xTIOqN~Q0T1Z
zBg^=Z*_S_^am1_joN<K8IcNME>e<#>3>x#wtVxoQboRkF3Y{@sR^w2Wh0W!)bhIUH
zFDejm;=AxpUrqBM>@b<{19L9yo1@p1p#LVVg(Ky(AA7bqt6%oR*nGBTPulN9DCEoI
zZStZ8l&I@Vv3=^{RE>hZy*7}rS?@#37xIaST2jUl#nvZA<P&UcB78HGmv2pK*m<X)
zBc87@9xu&I%3=A>-zOQ-OZ~1sEHM{)WT$>7#)5BN#-chD_CSB9Pp9<UBhj)AH5Sg{
z$~*fm``?+i|6sDC8>Wz?HA}SbrsNtUv8bOWx~z9VhRAfVhVr9JyMK@Lm_!lSXEdLA
zRq_|IoO#cbe36b9+bUD%<U{kj?ah#qwomOHtb1IgFL^{f>~x7a!~~1(Aenmy@}h(+
zjw6T*V_McY*iFw?!jD3W7fr0}=O>6^e2%0g9nxxcr_J@6QwU2wjBTFy+d1_-3aja$
zI}(x8<-Nkk#&y^h$;Es^vvsEaXf$5sTC3vF-I`ln#q+gw?|D*khsX-ut)&#{;Irpi
zr!A7pc#!+pYn7kQ-|qQXtgHGYtj3yVy8Mk$fxb5p%wJ7HIk8$+72N;TJ-{VBaSIZ^
zQ_=$OhbN{3&6ML?`xQyeqa|cgx672e*V4wE8m)ICBv>xLr?=jJ#mz8S2~JNXo5gNj
zrqW{j=$u@7r$pknw=e;E=N)&L#?cMWPiC~y-_L*dtVETF+^W`yoNxHRct#c7ag;6_
ziF#X~)X0>b)X3DO_Zn@IC;S~U0Uzf!2A@z$Sk7s%qPz2-at*AJ`4o5iX0Th6WTS;8
zMTi=fsiyA{y;CDez9_m8%>RzDYFJ63oF2qRnqJQ94EUpOO~;ip`B|T@rzd`E$mjN_
z+A_LtU3e>6q>GHxyT1B1oMsUIBv*-wXV8)S!cQP`x}Pcg8YR-dyj9~2tje_3Z=pe=
zor+uSf_^UlDdKQqK%%cw1~n~+|8Mte&O?I-Bp$eD-j97p^p@ag{taR|+t=o|=%vov
z*H+KaM$<E}yqLO-%vrJZ)~yGY5{;zNj|Os*k-C)k;>70|-#nsoD^<%)&l9SHY{)I~
zv6qC1%H@tzP~@jrI%aGxiHsahGd1+#G!4PGcw*lp#x*8gHJ#DwHpSR=mL`xQB%={T
z96M8qXVdEgJB`M#f61f^skm)_!c4E;LcWyY^JavO*mO^;)keq6-&z+3B+S;8@kGn-
z^+|ghlWKZoxjl3L)NYpI<lKH=7g?GYSUSBy4m8HU_@`WMBI(jis8p`W`XX5(8#+gp
z$nBUHAoJt2@Xe5MYW!HKgzJrI>7JBoWu+|%_io|bCPav+DU9$g=6G9<barcwhgcz|
z)4u0cJtt1L`cW75ikmDz*{2dss4?zqlZbZ9xQ-1WSV+g|Gk=;|h_(rUZr`Xg!ljB5
z5uQ3lwfs;^Ud#Bl#4MsfNgqwH&gtV5n>8kAGbYn9r(;Z1JH$2L=TB|$nemY6=+-Is
zvyc(Z^=>UV2a__t{`+js;9y@p^DKFyO5e}5<;vamh$PZ~Du>u5@^NNeJ#$HRiW)3C
zPcEm0UL*3HnA3l*fy|w8UO~AQzKN_MMvE-S=6k>Nda-9sPc(oyy;m=pVLBd>x-9v;
zdFr^(%Z)g@@42(czN&M9?2$9yf5%bvmdT(mh03Qn$dsuJ;i18(6ES|~L-+CJ(>HWP
ze`e>bsNjzI?bsg1w9|AbUX+NvwS_v4DJ5}x*bnMMM8(TJZ~DLQo4<~$(`#sAT1Hd>
zizadUaz4D`(U{1LvHAaLd}?i7rPdzvevLM<^@wOg2SL?N*Zm(XhIw`MFQK08J+)C=
zO7P%${%9zu#8VB9XOW=6(eWp_h)=YkQ_M=l*#a^7(Y#_d$}^Xxu1KqYxS!O3MDf8=
zr-;uZevk9T{m?KYBK=lR4Vz5Gux0;_kDus;^~uc{^x@7-<ttQ8bZ^u#H(B@FWTe8U
zf0i|i*y(6J2MrYJ*?~`&<!DXk^rQRFSksBm-#5C%mVQ6oV)KsM98OYko~msDk4A$(
z^r^m{>g~8EkH1OeK{+#luJ_0ec#f7G@NnXb%#9AKPBP7B{3IXzckiBI?a@Cqjv+z4
zc;YJcei98H*R4JoI)g@@Z`ToOisf5+w?5r_-8vlTdhO#Gkr2}-?mhZ=h@W+--<sjn
zvKQF_oo?v01H=bM<I#yTq$c(uM7QsowKzIHqjTf&$C?k>x3)c>sPdjX`iw>Dt;U>%
z2^vK+G4pQ`)j!Tbs0zrhrYL}V%<nDEemZ4o>JVxc@~O@KYsN0F)trSDANV`Ns(G#t
zs(h9j8`3|bg>jra=Tnllxut4Z@pI^+j(noa=M`N<kN6wbmaykZn=a&#3Cpi8h(+hW
z|J5oV5A2_KZem|Q+oB5bZC@;Tj>Kqw=?jY_siD&gXw`<#z(Y2Oo&3V`5F#UL`j@ja
zcvw8iznh(5-ts2kA-4UG3Co|2LYMLu%&3qR{hMK6QsL2r=(`Kz(Uw0b!{qm0E{;d%
z9RF>?f#;0QTVh?0x5S#}MyLMWB<FGxqdjcjP8(Y;C%L_|zh`iUh>ObR=aUYxFFNkZ
zorML<`)_7%?@oU5`-{nntnS={dTsMk@=Fy6i}!1z54~~v7Fa#JW{hdi3~){hk3D^>
z4Lx3U>*-T!!WXN|`K4A@eBarS7@zl^h$)!oqejF{5v}gi@wSkP>TRRUQ$wL#HRjzJ
zNbuyk-#ngMI791|x0BEP%_6|Gca<KYb}({|_{WBXA5SIr1n2y^JiXu=XWw)tB57VM
zM|)PKVjc57-Ex=ZoJd0xJBd1XO@{7Ia^?0ZrqaH0^wK_4cfPotR5fV*ywBbmM{Q!h
zmr`BB-`I2P^cRLx^EqeGr9>kvK9S09(??cIjPI&Y9bkVcsxhHozq|U{CMSMxItI@!
zK^xs3@SkR%kzq7X(@IO2sDe73yawGP*>RlkcB*XU(&Og`d}fcFl<Ziu^1jW9Sz6}e
zmi#|mwrGl=2W|XLgjSZ46T={WK4IlV89ZmYs^%**+40{mx;j<k?p^&(jY?Z;iHVqe
zW~aEecI5N|uk2NgkO`Ui6i@x>Jx?NpSoG%;53hssSX+ke=-Cl=%jyK8!ydDjCAEmi
zmCyA?n6a)cbBYf6{5x>3_N{l4oHSJD+1PW*sY%Xrxi0?M<gK-{>sUVZX1k-c&zPPi
zpSY=7GR=lJZ4Ef59y0eYzQ>@p>ua8P-#AXF(wP;X!B9qmJ=eKg?zmPY6K4p-TXV_0
z&SbN5Eyu-7tKYy9Tf?IfZ0+VBqfa?aKAWVOK98oYv{Nm<^9b&60(Va?y*2-N|EDve
z+&7^tZtX?^VL1*7QH5tCWc%$sSo`kud28B|Q-qE;c8_yJKLk<6(RAR`v3KZjJ}K^$
zKUyM)?fCvqmyZJ)F!51(wLaSs|I}ZN1Ka~j?D^^^+0<NsCOFs|lfRQ&6QOzEFx8q8
zf1YTmc(66EH~&1(1vR;z{w(3(9HS=I(QxP1mY6f{HmA?ZX@kd=Wz{4<wcngZ36~?`
z*Vy0Y)ac_P5%dq{i=P^|w2^{oTBi|RIHGrK+<IN%EKKlOJNnsd$-Oe_RsPnjVN9((
zW6vdOk+-;)>_fIL)%)-fPCCuLu}TbfnXI}^v-6O-{J**CLw1&&sk15H{wt#y6#HiK
zXK2c^hOC{1PBnko)Ma!`LNdqCG=D<J)<CKoOS-ZA&i^*e!{ag=^nXnD;g(T_xpOuX
z-#5#G-N34SKmG2OJ$-0THC6Y(e)q!uhCkb%vn}P;6ycH`{$T&=pHHrSWB+_=y%zBQ
z+Pv8p_Pd{5{XbX#c=ZqV6Zt>UJyN~(f!c2Nd^c{5zGqZqk0QTIHgb+n+mM-#bG+_L
z>L)egm_OtA(0n>V<fW=PvOi>w*m3sYs}aXf#t`F`9!>EA+V|=woY0inO3sx<HwgAv
zulSuYoVwpE^-b0&TgNvs)oRJCpY$N6r;H^-)83nOl}ZFX9V%W_d>`BIV=0K~RO9G*
z(u0*MAyw9UhWI^0H<tjWT-ikh`Uvm76TsW?l082(s(xz!>RagBL|8dDC93UF73;(L
z+Tw3fmHlJ6PB{|tlJ(8Ive5oBZqZ^X?m_m@d<j;G%z?A$&U;RIVXI>Loh_TH%sieV
z&bvlO^+u^_a|;NS0N(f@M9XgbK6>e`>(lg!`Qw*{l5UP}tV6f-f7(5yEps((nd^!@
zPY<^GogN8rwDiKb1A~b&YNy<R)AmtkYmlSFp5DnKAo8P{j%fI$xGsbbCtJy`x(MGT
z`3!fFLQb2l^SRda`s{Z7q|V=Y(j$%eJyq|Sf7E$O?uJo^jlONf?|ttN?L!JB-!mQ2
zR1Fb%%U+(X)4H|ty~(yy*^n<JQdZ{;&fgE|xNrS-3mx%8IaWLpHt2i98pj+_J*Msf
z*R+q{>BFj9r_k!RX65Nsf{u;?ww|sg5%cSiw%m$&t|!VjhQ4Rmm@mhw3+0lHr`i)o
z6}6Y?dD27OIa;q<Qd`!vPo($f%PYI+s4U}o9vP?Ko3_*OB;ljG|EXn3P_dT3+NRc&
zjwNNCim5gLKG0DO@Tc1I$-Ehn6MvF0i;HA<?_0LNT~2H1rVid?^&K5rlrYQVd$#0A
z*)K;$1=_M{pw5+hs9W;{4vbJ&I+atAsymf*x}9?>uHU*#XQuX@<Jg{C{Vd1EsVpL+
z`eb`Fk5Woy>zxt0VS}(n)Nmrdi9css$((}yRayO99?OrRWCwCiLH)hZvBnm2ZjK~=
zXAIj~+_CSTs}YQB+K%W4P0r0AY8#_D@}~uNv03bXD0O#9^7x7OCV%M~Gk-EdIeMqm
zVoKRVC#cFws#5);2XFk&2s)3;wdbV72)4`1-lHkjVW%@yjT$58VPZcp*I4IiqILXa
zgpR6f5RK8V7e*uyX_K8+48a*9YD05x*At`RC1Xt+$NRXTCVoM9FDsQqiiywoVfMUm
z)7D&Hm>-LIm^jZnwT0)WM(9S~rPwBQ0TNQQg<a6ZHYKhe8Ew5YinOe%=SbQ0#^=@d
zk(BpmMU~3dJ7Y-m-UPFVin`De`V;zp<_+dPw`a<={muwd)%<cQx}NO2`(zB8^1);y
z(PnZ#EDyVGVl7CT67l(G_Ot#SuN#B01^9<dul4t;R(@&w{cO@|aTcphgwLrfHXrbR
zSdn>k44TIFI8l@xo%_*`PB8Zul=278^_yX1?v_@Hx5g|Z`CV?cU26C>ra_|9(bzbJ
zh1ITU$L`2=A96H4>W^S7Im?thIjGYz*TD0rrwNXEY~zUd744Yo2K4ITdHl|Z_496Q
zT@A&5FpV~5VfI8wow4RHaa~QlSTB2cK0-a;QC*|s6X&t&7G0?EuA@^Go_;&_u0|wZ
zroVYDlCM9%ezJ~89UyANci&Ah&9e|@yNUVO8I$Ac@eu8I`f+hz5ff=Ot>W(4Jc^3>
z8NaiRiA}VrtE&@BRDC0C(U#m=6KV~N-`R>SLWCd9IS6ff>_+^~IwB$>cEgiBa{h&y
zK2rrTFY#3+x+Cob{*tOQ8(XO8)1Bwu2BwplA9)e_Q+5tq0_VdCosdSnMbplwp7%bK
z;V8<4*U(ZophZ~Ewz=Z8u->ySNF2wtVp&mjYizQv9XTp)go#l_T2b4KT2JD4dQtf~
zxuv>j{0YZWi|mieL=@=~2bDQss}qo;Y`xP<t2QDsgWBTOyy|_@i-;2?%y8Z}8y3Z6
zeEZs3^zbu&XB`(A0Q&dCWO4KVTc1i;&qHG$A5(Q5>+31nz%$5V5FfSXprGWr@uQ>r
z&ieXjXQT;mH;!;}xrb`{|Ft-?pJvKJnKa0|%>F6pLo7i@;i6N^%=vppC;cw=N9Uqq
z2K1g$h?$X_faiOo&2!@!I{Myp=K^yK|6%_>@5<(U^xtpwi#4a$rE8AwPbT?D*pFBL
zWqPUm-@gnhZ~CNtIh&?XbtlCw+k^G3{qvP=qF|clrSVi74BoRj8?X`mMrRkOAbfoF
zrS0_M)B<;jeq_Io&o1n3W9o15jp1g7k}0;|nglQ{Mzl_CWEuSj_8q>o{E+Ohh5l$B
z%xCeoA;&}i`i3AUlO(#~bU+W)KQM`Dop;&0Dmg#7^G_zTE+7A7SaovepG*&aG>!NV
zlZgNGO3%{?o;d3py(2gFUH^Ns_UVMtKbaTzy&_N+JEwV~9Cbbet7>2$_UKO7o@gL`
zC&o_9gqP=g<d~U}q!w{!(pPO`e$Y+xGEVM~1tR-h$_7~5xaZSz>2~fOnxn1zMmE>M
zt{KI@bW(k9E4~Fe@3JEaugN)M&fN9Tn@;7v8BBy)aW+y8%2Lvaayj?WgBL%vZ*?ZZ
zOQhuIP9*6i=KSPh4{jp%qjfT!IZL+t{yVC2?h;!$Zd1<0Ppm~9(P#2R;p=~gqkSfK
zu#ii>G)m_&%N)PX3Srs5v44JNo|c#r-Jm<#Cr$g_$y<A-`5Bx!{xSQ`j4U!#o{wnH
z1tm{JO|~~4KyKzzzs2JpEg{GT+s3Hf<W!|flI~ws?!nA75hG`z);&K{Ms)dW>ljBP
ziMqrF@jH=R#Q43Q*eAXFZUd`PGSf@Nm52~zoPNrwO-1ijr=~FrC0eajQRWowl~=HW
zC&xGH&5_>tb9=DW??jZ<i7ls|Z1NTlPS@<%h=cqP|1rn7%?iZ&P*Z6Bq|SqR5>rvR
zcg}V9&c8B!e`x<u10fD^Z^-}m>Q{}V?(y|LiSXmG=x?XE&AoH(_udP<;99=8_sQcj
zzQfXT`%X^zZSos+Y<lD+ekZ1GiExYb?%k7!D99PPxy{<*0kBeae`4Hn#Wbuj_St=E
z*xZ>_TB%kaDYpTwcWQ)qc4U!Xb6HF?8soaYCneF1*Je$1IwnWTsXZ#9^wJ+%tn$^n
z-|75mudQNsTogRUzY0HImifLM{}!F9<HDNL{ZArk;9Nd)6hwxasGwS#<0YrisZY-w
z@~Uo2TG%_oc2rKP`R~gK6y8|lLF=9RyAa(*lHI3$;DD0jGMww9>RvI%xisKw-?LrQ
z^q$G2Tl91~fl?dx{K+1jlG4^HQ+RE8CDE*-lCSNjCkT(Vx8$z68R@>^#9F+b$?g`c
z<tYhxI4%tl@5!_49Ly~*mVzwaV}#|1MbrHwGEm28e9L~k*UuSmP5F3~;l$YVEnUvz
zclz;fi5SqfV<nhV^Ew~#VkWsBm49mzgWS+P`|n9UlnM9xx!Qy5E7fiM*Ne#MKaFeO
zTw-GR26<Tz8Pi23k&n&RBdl9&+woHDJ?VMmpt|pv41<{p5%X8`$bqThHQ8vtQ(Fq%
zS;SQ7Jh#|F;adg9y}bv$bt-j2nIZ-GWJM8QP2T_?!<@`gB*E+xbmer|oRUO9Yf%~U
zKL08Iwl!_lgUO|0Th<%R7RR4m>wNvB2Okv1#$p{Fy~{Ix==92bV(g!4EIm(Jc&X)z
z%bFm|={xTMjMPHT`3~+MsEf??ZjWzptk;%Q`|KAtF6{pe*0j)d?mBYB2^LK{%_T^7
z`&TCQSd-UN^s!`5gn|DaU1b&JmvMh%sQo?~;-((t<f=!@3>AyFCha+`x8;AFOJ)BH
z`>~zo#Kk;Yvpel~A}ixq=hoV*t)PYz%-wFuUBP^Gj{V4ZFFHrqx6#{ad~_b0FwgVX
zQM7Baa6Q|hn+>2YGC-7+OSI}q)RM@w*jD*(Hc$4A{kKOCq4=?SsHh*=%~5ZQ^~xG8
z^mJMAJhk^pt$jksbPCj+qlBhB@1^Cj(;pzEp2-Hd9Ou>?`)GPnNq%ZrIZK-3+`{#v
z?Uw4@>?eF;|BRyKRPm@J>gRI#jb!t+Rf^GkDuZJv>zx!^>`^buv^P(?2~!_)q>g#4
zMTPftGnk~S^H9G}(&J6$Gsso@t-$dzF@oN|kECe1-bwef*P_-EQa_0#8;U+FEN-jX
z`A6dvJv2P@eVg>|nI&Xr0&|4r=6Ge|!r1CYwcqLeCi7@$joQ>`ml18z*<Os-&Asa>
zq;Z+4G5^{06OWf$J+BzLpRVajtqQ(V?`EeA|HnD1GRmp<N0w0qJ<GVx*oSqCw>x@P
z%1__twA@qI=sa@zrM4P)pEb#Dy;IXU`W{;~t+vjkY(#rO;&*C<emb7pov>GU!ym2d
zt0{B*h|m4yyr{drUzqf7n-`@jeykPYJ7_<0j(v-qvv+Jw8cIEETfT_;Li41^`+G2^
zY(G(vyK%VBatZbFJ2gf{9A!;eH`98S-(OpHYR>Qd@u;#Vj*8#u#jTuq3tl!a&||1~
z2KCg0TJJ=7sZ8XO>UR?9S?xQVmim=Ve*VPixu<`lldfIfZWD5>JrXN)%uyWci8&8B
zucNhmNB<-<*xB|LOP{{kR;t%BP$S>sEtq9LHdn6k_2u%+finqS&sFtU*w#BO`uUlj
zTs~V8FcPVY+w{n4-@LEJA;<Lp9~Rkk>)ULTXQH@Tp6e&|cS;^7m-(6>SX<6M<ec!?
zg*_&U>uKQ{Ywwe7=)W<JZ0#Z-H$Bun2JyGXi|fpaL}#sf?0Ec6FSSRe3#Fg_-+E@Y
zFJg;jtBo5=$n^Pnvfd+0@jL6^!ZTLy>8R&7cJBAsxC9%cvlY~u=hPoN73Pw2^x0XE
zb3T^LE62Unr<Ri1vz0cw8v?r%OGbpUXHprP!P)8h)5^VmQP$LYC&q}U<b>dymi=)l
zouy-=C-|)_yOh*Ej!P~%NfB$c{yg`{Jx?NPUT>m|`p8lSx(C9&vJohBY!t^XLd6R6
zoMgQ=DDLrJ?MsfMt{xuO??haWac<F|X!~SuG}D6-y&(%Ns}X1xXFaG_QKw&<aMNe$
zzsGVP#1Cx8O>W=+ej?x{^xxdb2pGidEg=(nX!5{ZB>z9JZel%%4az8|j5fDdHK`ID
zFHvub@0Uy0mWlxyaI7y8KaQQ|JL4P3s^oOm88c=rsfzWT%YfczNQd`M{~l)#k(KLB
zj2us6-`JbW!xn#z92`9hnf40jD7Sk`ozG+Ld!A?X?8s=pQ^y}M-fhvx(YnPcGGsG8
z`_?M~>U?qYP?;Gs1E8p+)#+zCAbuyJ=rZ1Iv_0C&5+hUR)W*zQW__N;|7`1o%ii~R
zl;<Hu$B`bM^ZIx%{MKeIbDCbaf5)UkDZPDlwKyM$q_@Pp-F7AV9-EIMnQx{lR8He<
z`gN@B;=W+=4)y4nC}!p{M@z)abRqp-_U8Y3_Wycwtp|DZo($c3%skwDx)6;V*)&IH
z9oMHNIoGdLVAVK3&l&lADo=G)_ZZtw_k!(M-CIU|v*h}f<#?R!uc_;K_BSRiH?LQt
z8@-vD$+d9%R#4vzQrp!YixR(6TVqb9xF62(UU#1V=$dN_cdLUs(hugu4bvC(1jc9f
zC+>q<wxsn=KM%HK{QKX`RYpTlTv>50C;c{qsjy?~@acTmy#BL=j&SwZh`5FFx>K;F
z#z&{WOYhQpr<PH6O=|uk=e}Fwvggmv0=>PyvB2}t(qGqER2_%5-r0_S+nGn*1sdmT
zdqo(_6d&<@OuN;xT~CzOwk>{VE0wQ1sc^JrwkTd!kH4{)+xOc`8|wJ^AFux5ihuuq
D)(g%I

literal 0
HcmV?d00001

diff --git a/stats/output.png b/stats/output.png
new file mode 100644
index 0000000000000000000000000000000000000000..0419a826d721580f7dbcc2f48914a3200fee1bf4
GIT binary patch
literal 192457
zcmagGWk8he7A{P8cb7<rASE5rNSAbXNJ&bEw3L8=bc1w*bfdJ=4I|wmUEe*gzI*TU
zogW9m!Et2nXT`Oyb*=Rnp`s*%iAIJ70|SHkQdUw81_r4X1_qT71qnRk<f9S?9*|7s
zWh7x9pue))iV|R8XkcDSifMSJ?=N|HYFI3b9D83Y6c%3KsG-pQUe14l;;uzNXpmHY
zRIy=Tpyi=8Q^T|9Hsi}GYBXc8@OjqFzBmA_m`3;oO<df&-<;2XY~9|I;F&3i<1z57
zAC9>>TX1d-r#dp2Wd2;-x)Q+?!$H8o{hyBz+LBqs|KpjnP!pp6c>!(+Yp9Oo|9lWM
z{4^zg@%IS=2cLErk=rT)KmQl|YT?#6oLq`2BEIitEpSwMDU2Qs)!96XOR~Ug!GOW2
z4gdS$w+@NDFq!)7A7y}qn}Ja37Crm;@5?{G`f>a-fjGhd38sORp6<`bHEPih7I#$e
zma1V8J9Fn2U(@9Ai2v6qNi6^ODpY4pQ>6aqDkM$h+1z3OeWJSC)&L%coy70ao5!M-
z^%bb4pT120SUBjSDBbfla9a|YwTGWN(+=hzb@Cs(zVVSz)oQx)!BhQ7GU)9!bCBcH
zL2b(@s3eW{UsLtaq${&W7-$()Di*`#wP%(>+PfUc6%0%}HYFt|DnySKgxiS2e%<-;
zy|XjO>E{Xl_bd|mMeHG=GR4Y5{olTd)8$%sT^ww8vq$|k9#e1G^m9?0n;$a+6|p;1
z0d8#%k_#;>D{eOtyTTI?q*Ds`lJZ8f8vzHS8_bKB!}mzZjMt>wm$NICEgfTTIafLo
zCKg;SJjih;UJMN1Q@K<@dW~1WMNtWjU+lHFZ?^A7a=+%1{d*h&y0-F&DfP53?bA)$
z*KZv!uz#NhrZ?>|hwmwu-`#x@*U?k1Odz?wxoxX|x<8&Z<3hvu82QGRWdHQ+q8V8Y
z8F#|CfB2rFwluIc_Cj;vh3$dOO2vTaob##V7^Mv#*MF`HK|l!)^W1z^g=F95H$gw<
znG41lMBKhu3GI9<1^(?a{sH;!)?TI4wZFLJ+B1S9#HE!+!T$Xi{~WY2<xOEPrv3%%
zuGIg8D((20<g7}%(=Myf+Hleuv5i(^*xs0I)3lW2nq&46wJ@SiHO;4GE7JdjNr<dt
zd61H((b~(h^f+|lcoK6rM=nCF?s_)5NDO#;Mv|9D3poUeM!X9ccz;7HM7vmz=q#Be
z@Ws;*oOnNRZv76eHC<v{snGUiiQbecA&mi%If(SNH>=fu-Uc&1unc|jj9y)tOVew9
zc?J?H?|49ntgGiAoZD_#bYJl>dH2rHvC?YBUf7rVizD^78ULy^>x(00|5)5e_J+!=
z!1i6dM<@)rgU-1ewIGm!Dbc@(4n*vtZtw|@yZ5gh3yL$nL=eO2WefT@Xwu6JTHs5y
zI-a_dnmqe%^+eUxj7FNkkFOmoMjLVvNtkfF=#q?eb9(;H9x3AAJOz(Tud7FB{>>v*
zl(XlLm?pKRvA0|zPJBRw!1O%*o1=7O^r6JU<fAhdO&!R$nfSPvqU{$o|NXbnpAo__
zI{fd;bHl%@m$ocd=pMB@&fF=vrpFvC#oE_btiAdL(mc1)*_7rcbDNJsT?y;I?-9v&
z$A2>O1GW3`;*2oJ?e*RP4=%1$!~J{wySWR=fwh!3zh*7t{^$7C0VI-`)c;LN0uFIE
z!W-k59+vHha3&4DLJW-mI#X4Wbnu$NSGb}Q;#wC?Hh2PFa_vSbcr7U6q`?37zxc(J
z``g1ep@I?H`=%AVwr$BbIw6xv8Kiaj4If9`+^hfJsY&34=Vlh}gN1Eo?-1yfMeuO@
zVpKY|ToiUhD^mXhN|VT$#`JW#Dr+g6eE;)armjX?wlp{AlhaVYbW{J&d3(3p4_^)V
zQhq_w^evBf%Z2=QZ9R;IB%Mi0#vhpXCsy3NQ6Tk#LVk4=&0oW#G1|=>cJ59+`-8os
z?T^qzp*a0F1S0<r;D!F1T=xF|V2^3$7&T4{0`%!!#F>A6nVZ7vyk<6To22b$%Tdwf
z^l5ejT2NGp|8o^g>$Cd~m$74owjOWSPA*|!sA8!Pl(1oFaBz&Pn+2%Ns=tg^yEf%5
z!B>u9!#K70#(kro^{;|O#(KV9P`@z#eICm?KOljt0qWY`|DNai=h@YoljrIwvav@K
zE(%K3ygm*>=W92(OIoIyd3_WVxYs<qw}CJeSlF%YFceDItyH4(22`FxezNqPC;F&r
z5eR{htlwKaFeI3^vNW(T*7b5sKRICnbRUQ5QVK2Q#0_OnJ%NS6lQrfp7NpL~G!4)o
z^6^QRMor?pOzHJxT~~BY;SfPSYHMft{fr@lpwtZ$BXp(H*5EYn1~YW!_f-o1!GiPR
zGSz~w-o>4_w-88zN|jh<MggpW#Dt!I4a+2+%BsX?VA!-MqFts`C)noH+*&oO-?iZI
ztc-_vexdEy^R6qKnWl3SWz=>TCDH3<7MF&ZfYbW9920?>HAExsEB*MMMx0y$`}QkQ
zw8%G{5Li^>$x_-Rx$Kz|+Ju+c(dbA@&dzd7gq-n4%~=Ba6Bq{Rcp=RZO^4s+tQ}n-
zZCW0Y21ITXXZer_C4_S~e`Q9@8?W|u2aoM?Haa>q<s2$?C0B|VX2#fm>+S^3uPgYf
zg{3ONMW<$8@Ou?M_$Fqhp=IsO+chUI<ND?`*SBk~ND@r2;#N(QIc9G@NWzhvky&%2
zSx=&o{C)zCUp$4j?e>J8(Kbhu#dy3VJ6c^VC$77A<^>%r#z1hP_2!$K)i-ZV8eFlj
zgq*&#R?P*i;1>-=MSj*qQA6E7aCkkZ8*$KLx9WZaQ%~SjJz~tgcktN<#3$Ob|3u%H
z6L8MC#j4r#s`<sLIfJUX;I4$J!=S0n-PRRbkDi0`J8Mn+;~x7|1vG<nG_N)^+X4#R
zay+jLGO~I&XEMZ^@6jsM9roPT*=k>Li!>1ywqNE7I_(<QBO1ws^<WnLK(C!bOddkt
zI${6z_O@YaGYCX7c($bn6DCfU9tR=k)C{>^7dBcBHjm>{7a3mkxvTDDjVJsc@ahML
z+2LRiB5-`l6wp%j;VjbO-abmG@^`6cszkn<R58dA88<tBg<P4>2#V0!FT)WI3*&#8
zjq0S0<3;Cdm#){&-KK8cubmM^bu-xYVpl|{KDcJ=Oo}~8>dsd0vL5fu))K2!@5xpd
zD^jO@tb?3qh?yq_-=>7vrZm;OtX6h%0}oQCO531nHYhM_YIhgoDkvulok;#TPZZ};
zb$ilzAzP~_TT6nx=$&+V0FM%CvjUnZOtda+h&Wn?Vf3);qeVke7#bQB5C$0s_=1+E
zZe?>Dzphr#ZzeXK+(UyXbBJ+X2N!F6!!1(H9$9~<z#!GR6*f^UEtgBBQzE^O+*77K
z?bc7E%z%eG@pTmdx#?-6JrrnwE4>d6sOognt+^WWrWRv(YVqwqx@(tF(!M&*3ovH?
z?pDrdpN=Oj!R{2vYYU>@gwvLtPLPTr4@o*0iJ^@Q#C?2+oHIzVx`ujc?CYSwgmQV5
zsWW$(V|tV>oFQTq7`UK7m2|i_%@}CS1ZW``uwnuFw81ziqn>Jg%-IQO$DZ&`Uxeah
z^I-(KA2XLJ@xEqLwi+ZXLaivZ;Iz%w7{n=36)$~7M>A+VX_u|`Eqj8=1O&6nAT*>k
zS+X_1Ay0`{|2BrdKfC5hudPGqXm)^QNHjM-n5Wdfm|l+S*d);TQdvIb7M*ao0C4`g
zn`7fA`(J>~rQJBYnwX!CX@GRSOe>%)w-<e<!D@d1LRl0okN(5z`*crr3Oohpa9*1@
zl1eEDcX9S~PHSWE$u0RXugpk?BF?_eg=_?Ah*=$5j0v?A{G>-|?NHsb_M2`MyOSCv
zRPO!-44M>szy~NUCQoc#NaVyxuqC`GNt9qnctM*i2164sOPe5zQyGOGD)ZUcGhbsc
z`v=m@zM3m)P8}Iyoi1S_8tHql=NfYS++-oem0HSj(gnE%zm-)6EliWeakFnwWix$1
zdFxtF`R@O3YFfXbIH2Ng<Qt#F!;sURpPyLVePLFM$y$B@a$QuHS1u=xcDYzg+=o3y
zj=hgo_*LwO+{w`!46phoBMlM&ipBhv{ncLRWS?GJ+g9hbe~p>eM4o@zm8x!OC)m0S
z19}r5KT!bvFtBnV6u_}^;IjaHLjb<<GH{aCH8jLikjAVdd(2IS_}&ZCb>3KB6d)rA
z9I|LQ-DrRTa{I~R1Q<2N&xE=FC(h~SuyFb}|N8ifenf>@l9Qz!Sligk$fv<aQ*wFf
zQi1{|`iX<ENR^IXHSDJ(D;|EG?91;a!^Il(j5~28)X32Sx0cHoh*47^?#ajp2Zpoz
zY_k+pb%Mf9b>5&Lj!#d=^b-j}4KlwO(03TxvlhB=5InFaL4zZtBx5IBqJdT}4I6BT
z*`@>%IRq3U&hPI@^wI-=nzPpYP-G{Y3|D8#{_z=UN-Y*zGMT>r8%vSmhFR2#tXSOK
z^W)>@5-z3i^_ZI6&le^Z*I&HAp-Ga(!9f7voL{gVpH702_g(EbiB@_{KDY)*y-I2B
zma>dY3$kVlx_cP1dsvH01{1)zv?a{69?I60^>-tO(l2mgD);CEXZFH|4nhX-0~R15
z2zZz9u$Mk?t%joccrVzJ#ThUw$So#I<3Hs0gk#`aDvpYIeTGflVW96Hpk-D?PvZ14
z)XH5mXTL3U@r|#zaNG9kyNNhIh&|LA_Yh{NECW#ZI)_aCT5#D(fmA4B+!>YR4@C_T
zE*%M(M`GFCEw{Et8!h}Sy8K}jasrPsn)zYKLRM~^j#Vml(p*>#&rMcw;t{`U)K5u+
z-jU5}0DkkqV(K!-<_%whxN-#~n6O{F6Ax=L(&N3{dS6u0=%!2Ps!RAAd<qawKH-N8
zg302Ai5<Xh=|Qw=A?8U#=Lr*R`Z(!4&-eJd8V2w-Ee9>u*O%9jKqK~a)3h(!HSPyk
zWrlY(vlc4EYs(**7x$v1mXx33$6t0^_+VaK>^qe>_C>z*JZzTlV}pnJw_ON9tQ?E&
zw-mIsWi58B%dO~&ocChcB`ZJn3Z_k>fsqa-+bKcHFCvNiR3>9$$oX9@xb|~m<S~Z2
zzQYQrMu<ZvsVbJG=tOC?r!GS${#3D*12mt_q8UNp0Qk?)M9nh{E^{@rdSNk+C`yKD
z%UzG4_jr0*XMFbcK(zq+r%wkUv3gA0^6oEBAl!2K414jP$|Q6{acxTGWR)gqAHNKH
zcge?L#PbhQ3&i{-2NO88^ZI<6j$PnqkbT-OF5${+?+Vp)@!rzac+*T!^3}_{fIR+F
z?!dbb7*CD#-%k>>Z69n4z!$NZXw1NTvqfKatmcPZWi&}tV-6E53i_HIC`PTn^|g4$
zSW*-2y@3et_A6h%@*tY*>bd*8xZTwpX>KaVyjd~2cp7GorjJ^dUvNvl3Mh~zM<kk4
ze!zE=xG}|@h}*I5Bf!%7>_J@N2Keb1U!f$`zr6ut*A{kmdspPHF4yPSR8@5=F~xGy
z@=bRX@v4n1!y;+$15<585m;=Pz35Xy9XDh9$X<6?HSkSLpG@H0&N_F@?e3pccV)i>
z35f~nYp@bxo>*`h20n%tp@KmJ_Q#nm8Q);cf!(K2V^l0hegc*uw?}bB?f;PAnnC*t
zq(H)e7437W*nEV8?5wnKI+>=-Mf903;o-#|YuC$^6>bsHf6c2({Zy0Kb~i}um0S6h
z=d5Yq*w#_HYSPDC8TU|B{?rp~p-LQ`9clXhFcJM7=D2Ix@HZJWacVv0lbz<{u71NK
zN-uoA#vW0lImBYSopm)tJg>K$oYqraFcvdQXmdeI)@PIO`b?E-BW-S(!fvN~c%t*_
zI$UohDm>KiqCW0R<|X-l!{GvQO>}rT-9kivSj7#dIr%`+xXE9Qg=1vrcW&+%LYdM9
z6`iF>K-ajr=L8lWNHM!~UV#HLu_^S~oXXHX8u3)yQ=g-BsQa`q@qIdGy1~8fli)qS
zpyQ3tJ$3yad=OWDP*(!kNg-bfMwg~9{s4wA%~Udvi{R%N;3PX~w`fusI{;<Y!J;@Y
zFic5r%=1a(;%#4O7NVY7ZPDIcK7AhXPK*#2Q^AoD-P?|ID$8D&vaw?UU}8;%wa>Pf
zk<kF(gfo9dI>p~eAee%Kg{?pPNDWu|SyN-`(;A?bFn|O~n==}lyTdU=5B0ts8lYvB
zTB$U<xeXj;|2(q3Po#j@^CWHQEN?)T9?u$*C=03;vsjd89un$_Gf8r041&7;))v~;
zYEO*{9s=xHG>^tq9ikrdG=fBFg`GwpIV3KL6yuiR{Ya-yQ8Epy6n3h@6VnYzf^yFq
zfZ*a05IJ+>zqZ94J9L5^PY`Kn*5}rI!IUZ01D3;riF^52R+)>2R}l7*3m&`KFO;9=
zso84xmt(Y9q5&T@kv}cWJ0Hv9lj-euseG1yv2lthU?umG9#6Iak3MA`R3#6g@JI=-
zNUFzDB?Ct@;+5){H+vi^tmRk~<qi^3Zg$7d%WOlYh%naZ@le&&f0M)$#)9xB8f68>
zj<D0fRh`_~GiOkC1>J2!MXk?GOEg5zn&S_L$qipUxmI<qLkxTJ$+@WpF^nb6q#6mH
zI72hyc9H)5V9WqBm-KoKp*kp9<KH)5fVwoo+7%04eKK<Xgu8y$zosD(a7NQsqL-+;
z&^iHt=Yy(E23G;#J&aSjDhgDU)Kkwz>r~6iY^Cfo2=8C8r^~;eq2pzQZRSVibGv7H
zKm0O4tdgkZHC?XAnN@jwV8grJFZS$v1vt2>Kgqs5FXO977y35{cy8}u0Om4PTKBJg
zv!wWJEp1jyiHAy)BnR+MM$L!9Re%tLf@I5&sE-Zq+}sOQcK)pH2bBl<R)DlnVi(o{
zbfn`K3wsGs=o-VX%PnJlp7`3GH%6mjRYgjDYac`lCX5P``QX?0G7d^`(i=s_JKYn5
zvRqY|G`LcAnbTxDeilA6V>k2DgvxxtriJ$vj#IDv`w?SUa=QLDj-eTI>%Hy4m`tpt
zJ(+iB#bpj5KQ@8~Ai;8v!xR`oG#CO6OM}4oFfS?+#pn>}IZ^9$ALBuSxr#sFK`Dt?
z5$1!tALG!@FC?o1O6(hOx=u?E2^<8H-?l$D7;=rxIX^z7h>qt+#hqA>3ul^CDlEr`
zo<^0)Ss#`1Ut_5O7y+DO^0~IE>Qbce&7O+payS6er#!?6VgYKj!D5xtz;joRJ~&<H
zPRPETek9x%kdMIn{lghMnQ84v#=xG8#VeL?vD|sBbR^pKIzfB>B~xfWw;1T2@#01)
zlZKQ&lQ%d1M=9Z!6tFyY&-l9F8(o&!pt}8UfZ>B?)Y`!f)PtC7X%@h5LAlJynTshT
z5=>`<cG1B2`v+7sG&D+ilC7%26IWmPPU|>QI7QISqzlC9;=}JY-XYfZMb!L~rr?_l
z4-QLHQMbcF@|EM4-lWeqHpjD69_zCpRuXGvR@#3P5#HVZqT<a_siKDR0Dr2Efutls
z>NT0x7a+v0v^SicU*0?9W&M?$2_U*72jDzw+HD1=W(L88mZh~W)Ts)Qzy^R%0G9fi
zhger{VePkPj@n>+X8u6#93n|l*82~+-1LvFrEVj;<?Y)DEjFV0JcXKUpCeo8q`oI3
zAj~&*H9;d9W0BMhefd)^BAiY_+0MXCxO&#tplq3H=EqCPhG06nNMYY-7RD%u+_voh
zXoBKnkh8q@iAX40B70qISGBI)hKM=B<JopUdIxe!R&n|f%TjoqxiIJVAZoplgW0x9
ztOAQOKD9YGSU3eF%zmPxykZ*CzK{}(@)&dk1OP`!5~V$ge4b6H?qTFGahbL+RK?Jw
z3F*PhLMlmB-)XnFBWqUr>FjfcTUSl0-JWD_6j#_woN=J<rrD<myCF<3`Zmla;r4OI
zRK{EU-(*NCKW0wjxtk>@CD8ip3yHN-2O<cR{Q$%V^;5myYHk0qS=@)RFg4n}#j%OQ
zu4VYMS?_EtYM(FI_C$>4YN*mNvb{~~uKI88&7pvx@$EbSW_;3AW+xD7pQUu5y~a!1
zo^3E+?fsxqXK|2uIwu!)sn$q<(olUFAkva~@oVu9cW`WtK)eb>5EV2_AC$rc68GOQ
zMB@Uf@VuS~)D38LQp_MtnzDClZp*lF9WMMf%1$dR6<dN|6Q7wI_O*EDbQaWIpN10}
zxuIR>>{eVqe^6*1_s1yp%&xnpclZdcEBaDD(geZ~1>bDI_ZnlTSL$}5l5}EfK}3)H
zY*ILB(UT4M2)!sJSb$Df^<%Ry)QxwIxUn_nSKi3D-4qZ#wBH^?K_ls^_7{iUE=sRW
zqN$dgq~u-a9|W;Z(XnUKn9))3EyH{@FkD>mJg=b(E$i9rwQ@<~Bf+J2Wf+g%a4Mwm
zaF9Q$S<g{rLHaE;H84EeUWByZu9>%+LW+kPm+H`axsLHvPyc;dWd?GHzWX}76u%gb
zigO*IH#UNmE~UVCjLI40Xz7RvL}t*Xgd)0Z(XlKsxt9P1dD4gzb)N@2(|2F|cCX(4
za?8KHYpFvAE<!R$LgrJoi9EmITW`U1rDy$wMP~P9J_;ErcX@MrAl*d%wqYUKz6qGX
zkQy_(L3`Yjx`4XwEjo;s#3z}ED;1(Xma^gVHNpL^j>$;)^m+Ykwb>YlPe%(<7#43A
zHBMZHP4`b{ohGj-g`ehqVe9fyp1=zh8;Y|Ax=|V4u{jOPa3va%i~9)gDHB3#m8qk;
zZ|Os!(s#Vl<1U*m;Ruk!=5I*x+?+`S_iz*aPW1>jALp<?L)9`8zz+-vXtOw*ZMtI5
zd~1RZ7ZmUn!dY$X4%;9565uo84GS$D-QUiPj2&Q4<gO-#$b8Tv89f!ZVT{rd#IGlh
z3)DXR9{kEp%d+&2|A#cNTll28?_lQ2p_AFxvM%&Wyw7L4_RgT)%u7g((_u|D(>LX{
zYfYF|5z%u>>&}Yry8H9q7>ca!gBF|wn~Y}SFOmFwM}z=V>Sap+K^-dY4Wlg74tF7P
zi@Hl*rt)N?X(RMXbWZU}lCh7oKtFL2JdDphO#8~K;IVdr@aM|*0MmQkf8|dR6{OBX
zSEGqP_IOH1$MN?{cE!}A;ALVOR%KtIKl!W+N&;FeV^cuW*X*vrbcCPLvc13h`bgqQ
zMa}mZnuSI7myBYMJZ6lwb~t7!skZCn6e!Xn)Ggolo@otR3R1v;RP(-=G1*!+11>?Y
z?L!R_kKvFiNm2O_xKTv-h*^xqJr%fv`#qZxKc-Cy((P^oFH8gi=rUL;y<myc1!1??
zsF9m*i)t%=axz;gjCO&O!vuAh`JCRVww~NOBz~NFL@R=YZn<IBl@6CrzY}^R4^UI*
zk4V8}ImM$L95^*WL{VZZ^-7T($jLA?ps=^%Mv$Z?1Y~7!P&Ln;s4$1!&sYH$IyP#V
z3^mAUXw-|BB$_O4yDCs+g~<E!kk0e5sZpVz@HrLZt{i>tZ^)PedX_}Frm;RSak9B_
z-yFUPcX8i89_jA<5F+Jy);x5w>D_X&kVe#VaI#k4=)Rg;dLP|)isn4`&BoU-F<<j5
zh$a!D;ZbCmy3`Eqj%JFB2RF)3x)e;q^4;s|XdHkB7QYgjl9S}tpbw%!F(noQrjq0)
zfU=w2r+jbf5DBNs!2{vI?l4fx5nurUp>dR?`{jZc&r63pm&!00_SWFtu9@ZQWnFM>
z)Kc<#g6q*_3R&sFI_fSQoQx*gcBoos(GA8<^?77~*3l-&scNJImEhNMScnq=ecUuz
zR#Md(Ds;77TT~Cx<R%!`SM0c@(V$$e4@r35Zyd#?B?RnMd;-l9Bp?g2y2jvhaz+c@
z54A)i$R^=U)n%gidp24A)bA0wL<2K}HKu*^LKlk#rpd4YT>s3Jnb7#=h520bQ7yuP
zAD-ChuAN;2<vuRSWcM|y=R9*BKqvxxVdf6e0AFPCs<(EJ8;&XhhYlnFI@A_!u2<+O
zNtp^Qtnz0V?k{>{0AMrIvS9^kh1!QRDDstRDu~?=(pSsV=aS@1F!i#D>Epr3F|T5U
z8=$%|!s0N(r~3u0WQrxo(rXL(6A+D2hb$G;dtRQ5(V%pW%#6v189w;0Kv7ur>TA>C
zR_)r!b+v`wV?%E%#&c@h7jJU0&^PUh-<kcp3xHtdc5)$<n_Wz4^cW`BX+G}Bd&~4U
zmj6uUrQU}!kYiEV^mjc{WD;Bq2Y*6<4gbNUnwa&zyOkaoO3cB%yK1azH{!=mU&GSW
zY->FpG8T_GT~c-vJEBWrY;V4E>UeS9Z|r8+;?Ficg^ny$ZZgk5=^cz)C#G=o;HxuO
zn)tlzuc~vWr`wGfBkl~N{@8sKTVD492f?SMg)GgTqK`kSKbwY8b^k;6_c8x_IwH2G
zy@XoB1RGb5t*5M@qsT8HaX#F6Oro9wfIL0Qt^1W_A?lB!SdwwG7|q7@N@a(41CRm5
znK6lpm!lQ74sOPGGaIv21r+7>O7AH%LLZ|?vRn9kv?kWVjbPOsm?_G<BAYQ1)Y|71
zcbKok9sI@#-4OW0KM6tswS(Gmrwa+>a$fZu77QTYrmkX7q&FDzoXqh!)iCL_uFXXJ
zVFcZ&d#*<|X0<f2>*WHO@oU(<b=e}()y?knLugRI$O$*CQPX%K#un6EP!G(`>+}`U
z(u4C64679+=?m{RqMMFR+_c$QsI|(|sfdU}-<76v&16@MMhYJCVa^!&f2$IGXrP>G
zaysh(l3Kt-cIW~`!fejB$55v3bA?UMO6ENtPZ&9`0WY;#q?*K=#ig6QDhD&thJ&)e
zuf_c(r_v@9>EgX<+_d~6xDi%oQ<baDR?l!--WUI!dPzdgu2kKdP;ao2f=j>cY9heF
z0b#2Dy`0q7Vhw^=IVs&5!+kYxH$W%Id8zw71V4iy{OO#k&0YipIy(;kkUHSf7~$u$
zHD^rjhr&o8D<(opQiO$xe=t}+VpC#vkC2o^=mb4xm%k5e=~9U3ax22uh}Nc6Ny}mF
z;Jcf>_{994+A+hRz9<<?Z_KSSFRZ<eCt+fh-IbLYVGI8C*0Xlu?m+0cT=-#>TVGDe
zYb1(o7WG5IeIH2oS-x*^viyBfG}F+*`<Z<WqDv$w2-)Wkx4vW_CiD6Oy4KoYUbxS%
z5(avSDsO*EK;Hp&OA{C7f)F-~`W}~-fpcD)yh~O#TXn_We!YnTbYu|vUAJ>rDLl;N
zXw3@yza*!Y54)x_re<#q9%E711}HG}fyhsJ&Pt3wU@6YFMR+eMxh9E&(0a16<auys
z&~)$xF@=L!X8!|Sf9qTSzR`?<>>tduC@&0_vclRzzkSwJFuWwu1cVES#~#aXp5U!R
zLfc}rRc4I)pl;PHMek^_;Harxm+<ldRs}_EHE#@i^~KvqKt|R6l8tg|wIOqKEiS1V
zYBD`;_NSevodHVQp>O?cTL)GFGWqJsC79T8G%#U8B7bnS^HE9%>+W;j^x3+sl{&^6
zLpC2-Ti4JEPX!>>o;rUU7P2<;v5X(s8)#gi?hCCPa^9B3U+0!n$ViNy`yrj{NicIr
zLx*Pdn%VPBf2==FNr{)aRod}>ZSo6-?|T=0$zfH;iEtDG-`}s?@4ySyZ^GplygPb-
zF6)tBgBW{zhYmXJwP|u<8s~6bdg{`~)!Jv+ragr{$2agPf@bs|*(joMX|X24nOsRM
zF@^u6qpR9{2G#!4^1h1}yDB>)RzTg<63$3O87T4l%>e`v+9v7mb0VA1wCnoZ_QCG6
z*nzIRzcux33NH(GiOJ%j6CX-Y0C0Tu+TNS}Sp)b~{m7jJmntU*ShUj*eQZDuxejDS
zl-S!6^~Y5fc2m`^8!ZPors&Zg+#%{oRl}udnv6f?e#jsCT)Au@|0K0(jo2ke6?<u)
zxp5#&apl!&0;UC@?ow!V-Vdiu8#DGC`e0%#+z{MQ9f`lg&9k%>>KAjM5CL|j=b@R`
zJO!Jf6cS;^2|$SmkT>e@qMKonLkB(mBVi{yp`6@}0_=VY0!l{QpX`WeJWXFi(X6H(
zPbrxg1b#I*I?xIT4xYHu(UI{r5KxdgwpQbdWKpwdDdDydz;wBL@-Ch;P&IEU7+P~;
zh%7kajNRICjT-V0C0C?yK0T=MII8UNpE>9mZ5xQoAdTfxV(n+<I^}EmAZw0M8%p(O
zLt-}xoah{6c3nN5H})hg4vva`N+dI+7JBLrp~dyzoS;o8<QdlL-q8~vWmEz3@bM{A
z<aQ-9!Tj(6;HfA)4o{$S41S#xZN5gB+M?*6pD-mQaU)p~!(u=^sh_z=e%9*LJX_#u
zYvZ>1NpE_6%wIbuH;ABmD8dWS-G|m@%A;EkY=?(4I)yYLA2H`M4lWVxM(nf(%@^cF
zy)}J(eD=%5DUKnE^hp0TxEq+(Us~R%zMgX@K#t`WD~U7NefN6!lK>oKz+Ce8*Joll
zRo+IFBDX%GAeAL;Yp8~ZqWjZHALVEa_OdB+2hkXN*iedG`-q-XzYh3X+|>$zKvYn4
zGgz1|S9aiIP!A-z!-vvi$xYz<4@}eK?<FIPF-D8O1>nm~%xhat#*IXS^Ok}|7aPn6
zr+@4!mNrvT`#ZyA`MRON`oo}a5gA{to6<AxhSp={YWK0*{goXeO#nMxIV|qJR@~rI
zSq=w!9~Z-x@pPg-!G?^V9T}KZW2Rx5E%kE(eUl@H9=_-qS@e3hMzuVC60qiV<xsVQ
z1gY*kMG89)*Q};9_reoATq$@EA%;f2ZX^qhT9CptqHu$6vFzh`pf^QYeAq66a*T>r
z*Xyb}s{PTOU+Yno*lPf1vJ1*7YYSsKb>!vP0WF)gqm3l|Pi*9psC!kxlJg`%7ARlE
z$vsZte~Umg!rEEPq@&ff^Lrg~hI|a-7!(ttQRYq?bZJ@+k%mg?%97_05H7~2jY%p@
z7NV_e>Aq5u1g~b*oGuaJ;4~|Is46@Bl4c8T5#U*!LDtT!EJyIJtVA#Px1p#rT106^
ztx$LJF2t_4Da)zqOhu-uORwH?^_xj*wpu^Om3s7_08mY|v#v3Le0(%pwZRU=5+>55
zNGTU|4trDg$+{VrI`1IZ>1$4)tv)r-epi4Vi9_78hX_s!%4WYz*1-VK=*%rrs$3_m
zhch$LLxcp{k0d33149zbv|aeUa~aDBIDv5WvTZO5z?Fv`iQpr?eF;!P9TXO->%FaG
zWVoiA^Mc$52Qn0tOZOYq*1HKqs6rcDz5$8rF^<~K=lD-?%6$*gY_ptDyW@)e8%tVz
zdUj84Gh&J;3-yU~^z25+`yU&9jC(`J6I(Z6^P<|-1Q+C3kaRgt3-^R)t6$l}E{@2h
zEA_rRZ=u3)|4x)lo-w_$KG<U_J!C~xZn;d&+BXwEei0k{{C#`r%-t8qJ$vs9Gji#b
zsl8LF+L{`q*5hsu&(*-%UbX_65mqdHm%Y8qo8T>4mL7U{evYk{qtfGTe52LEy-kzD
zVWH|FSR9Oo1|Oq{M$yHnPr6)|%0qo`hx%y+6GW*cgC}q;NfjFJw*5-4CJd>6%(OEK
zC=Hxv9v<!SKO+4HS8`FdT)j?~Dr^BI5By$(#Pm~b_|vB-;2xDYas%2>;Ns*Jimn#w
z10X*3eGkd2etoi?f>pIhMLq5RDh6A00a>PnI7*4Rle8#0kU264bXU7N%B+Yt<P2wZ
zMl(0p0!ogc!o^Lkb)!E-Xc@JsB|iUf4bjd(?Dzs<6}p>615H^k8{;M*Ww%$=ZpYU_
zwRPN|j<4>X<KR@;*dZ?8Sw92q474PT8t`C&$w#&Pqezm{N<T!f?6mFCH2LF>^5U$%
zyrVHMUVk4B^t|EL#$aj-)iG9HS9a$-QdBAV35q|m6)SU>qoY1S1EY#kKS0~6^E-p$
z(#G{fowrRlyz;n?kxNyDk2<f9zW7>uAi<Y;A8Gf)M1?a+yV^5fHi~8peGD=&J>QSN
z+)R@j&J<SLSMy2)`iRk?Ao9$^82M#Khe5cfdiw0+K7wf7z?(ze7{^A+K8u;QcMn$^
z;=`XlvbgKOz<|a_-SX#JBI#RDX`yiL|JDoMcCS2zmkWFADS6Z|H<F&D1nZ~ZVwFEr
z0fK%I$?l2MrZ<OV`*TLfu`{t??#vK7)ctr%vAej{yjq@u6DR<!_lImgjd^H*0j*wV
zjm7LV@ChSoU);sO65*;o-C0(1>d#N7w#S|tF7BdWoVK!n?R>kX*eQB{Vlf-40|V{U
zko`I+W|qGYJ@}YDcGXP+SCUSuF0<NarMY%5BieUEowOd?VSrZu#7Al3o4ML>T58x^
zuHdd|trgAHc>gkJbr~WegrxtFzjTox2+j4?B>E#pF}>yk4cNR<6s32JiIoj2pmacn
z25LayTdq^59>UrjHR+2=M=-z6a$xH5rcMSUinVSRhV}l^&2WQ{)<EtMS@A@9FlfXE
zbr-~2@0|x**hDr_3pXgcmIiug?bkn_3|f4ry4bU$ENgf5*Ebrdrt-|5d0uNe7mkZs
z{MlBDhUVRw!qr3wbJLwxl+#qDVW0e1S&$kneoKBzo+`_6C-rD2=$M@5>YuIUw2Vpm
zkyJQ80a^a14G&v@^n_&{4OAX^kv~bI*kUCQ>nkD<pC0nY#XVD=sjt2!mv*b8qZl;H
z6?4tP1nLhRn)-7$qQoTL+~3B+Sc$w{wk~4jAI(f(GB8As^lq>eijx-+v<#c514W&9
z+CjoM4^y6)VD02)EPBVSN)CGxlEm8xbllLsQxaob+`gK?27-NXb%!@@m}Oqqf7cV2
z$}*{_Su97;jx>WQ3zfe06A~*ARQlZzW%}*I$<nWpw@cOXb4lkG(;zn9tr?`Z`B01s
zx_~G>lPkbL(uQ8gM;_$mTVr0$rAxFowUFvxtuIs986@`cBIuMZ<}~0_4W<?#x%@x>
zDBj%ffB?@VJR1NXMpkuX3=a?;>_Gu-0m}bs3xBSEiz<|;jB3-Q1l~OIRf_~55!;&H
zo8tIr*3w~M-owM>bXpE{Gks@T{pWjPk_3B7lWJ9r@R)I43;tDN8W$=oMDXRZ*3V~6
zu59{>%NtjfV|^mM{aQ5k-<WEu<q|#Iu0)+&svE60h_;7;G^5hANA~_eQrY)Bd88Zq
z)zzb@eRIzybbM)*^4tP}O~3=%CIYd709Txn&kegimvtQN$U_>qC>MnW1ukYv$Emmm
zaf5IK+I548Jc8H@s0=G*!^AAt6IshZ6Nqk~cb!7|;APJOWH0B@oyVTn6X@A-1D4+8
zpdA?N5PIh!vIt)w9z(dL)H#(r_H$}NQj(*hgB7tytSnTsEg}(k$Ip3AVe#~s@v?)s
zqw5)48Z&@&dAj)3kK~(Xrygrd?p2I=zY?5hMvBC75MD29MucTu!ht#UQ$237t#lEd
z!Y_(A5wv6yrOSWhxLrmdO7+O-If2dq>lJq%7|Mzm!KjrWfZ;9}u;em{l3G0@4W2Y_
zo81V_z)Zu2Of`DYFsnwfuzd;*Lb-zXWug#Te5bWM8}s=S&(ln!aG4{1a$VMkaj=Eq
z25-+iyYwQc;PB>+=Bw@D%nV}OawNe;-y6I|pDjVCz@yDwsRDd5zrXW{<B2F@<H{Y?
zsHmOLsJ<?p`^!6qcv*I<dD-Dq9w=9)t`rS0x<6#??PIRmwNhudv#pqYjHmi80VRkg
z+yDW(Q`+Pt(8i}R_Z~>3K@XpGO=??cPy)VYi**f362vG-cMa12v>X`Nf1i8*rrB5f
zW|__BeoAaOEh#o?ECV5$foG=s4WAJ7`PYjYF+r{L`oC(wlJL{1?$>~cFa}0pfwAM4
z3U9>U?G3Lke7$ual{P|tySG-vMs2X~Z%=3no%BkV>9}Oh7W_^FUDueSC*s9Q^HWnx
z1Su{t9H)o8Jsjeq&WGDKIkOw-iPzHPhF+)MJ}q}lM5An-eOrpstuG(B>qyczUhirh
zFV-fzR_ILSR6eg(s&jN)@Denf8IXd!{&T+tfs4Ka^|uxzO&L8CunPf0R*!ep95G0Z
zdz;Kl$H6dDE1-j^$Rl*|tFgGurYFQoxf2L}W({tJI&U9k`fmtom$8-cS-}wvGlz#a
zNC44K=t~1ZtL?_`DhFoSJC6yehhG1C7YoVgtA9Dfj3`?ubU;c0cf6ana5B=6=lOHF
zHb+D9T*?(td(5<<lWz-x*>UpKyFtt;T&$dy&+yJ<WKyIg!v5JykSYf|4IsuKDpL4Z
zA9-`C`>-MqR7wcCs&+lCladoq@&f&<!n))0SUq=*(r96tuD_EqJ(0z2p;z_v_48?R
z5QP@<U()pJk@AIL_{0P(B}pI+j(rOmkw;ooi|bx6y8nf^Il|I8SrVLO!5I1-{><~z
zF$;3#ua7|*JXKX?VfQ%mwxjaoB5X{?C$X$!0d&{$jy|!hD_W*q`*8X`%k&kj3b?WV
zX~1zufV8?A&yc89w+bG>q&EocF44fG?nuA?CNC}KfEW2I0c<Maw=5RdU%U{`^gSU5
z@=Vix<QzwfWlG;}x2VxQk@xwO$<+tbbl>aQ@Q%ojU}Ddb$co79lk{<VEyKedQql4;
z(%@TwFSy3``*W20+Z#YeLt;w#=7R+9f5YD2hH>S7#x$p)F@}8X@!Tjsi2It~^xG<d
z!{d4|<zV|oeDr@0oR{-8^m~oh{<2Zn_h3x0YX+vsK=GGe8#ITG9)RAZAqN_?{`W`j
z8f#Y%K4I~X@SI0Jr?Qip)js%wIcw(C1<@>}gTC_#w?b+htNTk}<<MC*_6B{|3DJ{z
zJFN(V{%oONy~KkfN}VBFN(3zg0;8{;*9!%gyWO-#y2@;t0e5}_r4zTC?yu){p#|Fc
z>s3M=$rx!V0snur00MU~Ho&5C5Vz40KBp*_k$Qy=b_YJ-*F$&8ob!Hg6tWYNMT_sN
znN44`*d9L^E(SUG?KJJK?}SIGM;d%!Y5=VjFfUl7($)8!dund=sh2GREWzXGq4gK)
zIr^eEE`LGM(TTsf38X=3`juR{?$P)(X0BmkZE)`tvMIRSAL+tq+O-H*Jw%EJdPLA*
zc<ziG<;;9`I@qXX|0Ehr0Q;ZQ(tiP3YWsptw0+BGRl^C45b;pew_l-0t(LMG9Eq_i
zjbN{~@~6zap0R{#O;e?o{jal|?)Tob)}4Dpc?!$3RICim$A1jkT~d&3^4p+_%5#<R
z!fk5iJn(g1_LzuZz_)Ljx9h~UeQXvgpy|HsQ>=va6|qIkp(l6811|k=dvEYm)E?vG
z(<gW>>9lTjg_vWlRfs@OYr5?&(dKRp@F!NA-9@RzC|vM!?U=f?j=dpQXvDPEn}J}N
z>v8{C!Ra{!<6I+O7X%|;tw2o|K~URLcxcJh87=c@c)h$jWfJbf$c}%Wro|`NbYp6b
z2J#>&TZ0bnp<*GHcV!`@x%O9;Z685H9az~k3{jWwidikO+n&^GnsPR}IJjGq76pOV
zbofQ<<o2|*m(60l;plT$?K8jNqG^2^cjiezq*l*cRtAEaulQVSB4#%*_|ul6iDw+3
z@~d`x6A23xj|F(1ea<_s2Vhv`eh@<yT)5m_lo?c%+2AHB4PAX8vcH_+1+b6F54H};
zd8qq~$cM%!*I!6~f<3j|Tx(xYmI(sW_+Q1?V58=CV<#GHz&brp4uNg`J~o?K)Sv(l
z(I<T^)Q4T5&4SDgJPXnveXax+s;mGTygyLhid<H!dSopy@$@O0aFQHWgd|+i5Ay2T
zIY#Bd?tFt(&%*-8YOg7b>Y*G+z8Wf3+r`sGx0SGC&s)BSvJ=x}?tC!5cW8QpRng`{
z1XVdo9p7StiFngyO)40mM;TD57FlD)cO(AONRi<YzAC>ommuY_FAq>-9thI8YC4^X
zx*Cvv2i9FZe_bg8Z4WZNxA}<mF;9mhwZ9)sWm_BkkTOfZi@y<SNus?X^yq7V36+9n
zI$z-!G3|$uETe!i(PurWRxyMviDE6AzjT^5KhAL2>9X|`6hs<eQ8LEM9&d?e26|In
zlNeS~6K9CN-2V`o4&+e&qS$}FVuS~r#y%<2B*;0RS#WWfD1^>#;GW4343``ppnwGw
zEm<OYSh9bv0WB3^{PMLEFOQ>OWV!<WD4!cf#TQS3M6}e|0##9<3K+h%6ND<V4o$X7
z!}qHH<j3Va&(lv@gQ?n*lCI)^iMXmB8kUCtbo*{;G>sm{x&7A<rb3sijJTARu$_-C
z(nCre{V1P3biBG<5*c1}8Q8fzHQPI0`{JwZH%|i6nJ1y&V!b5n*$ew%LTG-(-XD2E
zhx&jAecH2)-wu6)SsGYTPpJ6Mlz8H0wcw)X-JQYZ{*Z*M`~;-c0&+aWvh@Z@9%25K
zZq$RXAO5J32-aAc4y`+XE_ByHS+oN+fzf<zr=x83D;a26)tl-GDBcH_<xNorm*LAR
z^JX{C!HVI~T_dyr!6~{UCF*7da8Un7h5a|hX@U=1+#pu`LFpKnd^u;D%vA<*@bZVf
z{KVn!)dJo|NUohxZ-|v*C)g$vBN8JfQgPimy4Ex}V+@bnph5rB*9F%B1@->!ny0Rg
z-)UkF|KzBn@}2l7{zLqrt&7P>0=e;c=}9c|SnOArBG3eM2-U+f1S7>RyYSTM7R){d
zgoy-w=3`J!KMf1FoZR<nM<ZeI(8sos|1>2b)(xl>XS{?df-d>98!EgP%gq?POD8;F
z6<SWZD8gX0D(VLlv~o1P+2C$HA63%#xs!)3&1k<p%ul(!3C&e5L)Q6o3m93zix-_O
zS&8fQ7w)DCCQlsNuL*vd_eU8JWxV5EUI~fTi&^!r$chDnbl^O9tT5zQ(OO)4OGdxb
zp%9K19<acBW<=jeK<_*Z0{U6U)7VRPbeMam1w4KCr6C}X!9zE(-xQ;Rtr?jkVe*;9
zTQaIITTjgk$@|z|5}-9>l(MA+$&Y5eZxo#me#P7VzRv~y<TR>KtbD!12~SyOud9L;
zrKK`{>IcttAW;3q_UV8Mz|?wm3tQ&vPYgmD`{OgV{(>##%_)1_io(&Lu={)dk8Dr7
zfuPpQCPQ%KS4T|k*Feo{B#7OY*ObB!PF!v$-v!1a^y|84?pZINkADo}_H<~(o-w?k
zzTGoQjxdmu-G5TvhhFK>XLgbC2;gGyCK0j&RMj|3CS>29GEIIYAck{%a?N>rQ(q2U
z+Z63^B768)KwJG66tfUi+CtRQZJs;5&jY2eSSyHTb>!i&tMurwH<D`rBC33{3$Z@#
z-dm`8P=Tjv-Fu(XntSdf#YJ^D;Po_9E4*k%A7^4u3kP>%JZk!5&@?=DC;N3p*5VA|
z0!C;kSPolx)_H_2*+(XVFUM)jZC$mqfHs`k<sQ7o0J;FELXie-6t5PfIH(t)3LI!O
zik>~~M&3I&nTmdf{A~Po&b;AkQQV%u(C0nhoX+E@f2Oj<#6UTRoLF`A?x4#+zMnEm
zJlQ~fkkwi+?vwC;ps;$z+6AUv&?s~9_PHENAYXgqeUe5_+;1KyBPj|0qrPDE6-&`+
zE)`kb0M!lL=@zl^?&LO#gn<J!Tg#zE>+j(L73R0)K78{Hd1Obvb;KZi753G-<v``h
zh`m@Bb#xp6GMC9lbHZgKTS)J2sZp29m?51zsp_9K+B;dWH*#_3M)_SGqiN&Q+wp$p
zKDG$))#wWklZ6Vh#gkGgcGBk{arfI73_~8gcgPoAM_N<#ani!Wkr=+~p{ZTYHI$<n
z`RT;yIU3NrGt<_Z{4jZaRRP!0vH>LC9K%+Cd*F^Meb;+1JVq4+9J>DKsC)jxW9`!`
zu4;3!_}Ry*@61x3|Mq+d-CuX}f^>js|BYxTB`;g|k)ueGm?i<}cP@J*sKp9CKyp^H
za9zYc0^vA|>Iy-xL391944ZKrSc~%oJEeA_vmq=FzL-|en7i;VG6ra(#7)2FKiyx{
zdE`z?TW_o+vP*6cwhvVI)ryIe4Y&yxz|zIhy#VxNpdBR6;KHpGsz<X3OLMw<X4G}Q
zG;!vi$Ta__i>%X0Z#o%m9RI%C*+FF#v9FK-j*ddX<k)*~;TvG2FMtn(Gu)PRlMB!_
zG+kXBt$sjffE3zoiLq@}wu3F77U<~ow^k*%_oug1xgzpYeKnKNpt%~D6*n!3fHRb|
zI2uJFQ|U3flTJb#_LzaJYdobQE#T1)VB4fpbF2^FUj&E+x{>6Ep7>zDB;0@q_blL_
z+f_{$8w{o{_a1KW{J+>UqrFM!WeXGknbg>jw{Fei@G#Y#qBlFcg}z#;>?oNo9k^GS
z-a~Z>PQ}<jkiYh8Qr*a8u?b^1BkdV*;@Mbohm>g$5zyIKK*C1-0z1lp1{|+aj}f#a
zR%xl*^-C!G1cJK=9NHX2T9Q;csz+AGAsf(TCXW5H3-`4t5BK$}0WHqKNIWodzPPiX
z1UFAK?R``?V;lSoCRLUG7eq=KTH)kcV-`^FwVBF`kvW`h5*kDL-&7BwH1o6^ko~(0
zkX4x;3LUCAD7%gbL@@x}nu#<c)I)R;9M0q!OV2xhAx{x7cp`&R569LH^mKG_0;+$C
zUSBrAWM6-SuuV;5uv$ly7&(h3l=~`eE@EZ*239ju5LKSIe;Ka-$ft=|S-67~S~eJ>
z$M9MxfGlP9npxJAgo^<a8H+pIKzi`2xthMq)l;FnTT2kyB4uBkp78kiq9~5ISIbAB
zfKe_asYo+tX`}BmxlvbzZ@p=<B*E#QV~_y#W8vrqOp`X(Ls=}N46s55f&9|+P`P&;
zrl%}nV)%Nb=JW>M^Y~;8%s+vpM*}p6G--f?xLSImTd3|)l<&Rq@6U@|oJR_{Xp>JS
zQ82LqS8LV>t7?F4(l%Nf(z+*2=Qj7z0+)peItpWAKOCS}4~3I}&`z#QiDaa{CWY=>
z9NwOWftzf4*`k;%Pk6yy3%Mlg7s$s8$oElM8T?dH%FF~U6ln34?ZQDb%S#bq51tGP
zP*oqJ6d2Lr>P`@_S=4(`?+Z!>t5+AX54Cf@YnTz#Q0RZ-py0$mk*)kFgM&jrh*&KY
zn@f_vz!Zt#+j(9ekZmj>)dv>|y%VQ22l+cnzJu4o-Q8O4{YMk``O)FjUtR`U75j@@
zY)2UegUv@{=`Kp13l1d^7?nH)X4&!-p|=X4pgb#xQN`U#cb4_pDMfo+|N6&-gxQfW
zL;pylP^N&K0qHUiJDc#)Hs3vKOFy#6)sLo)^VE_@V(MzcZ~+Vx6BDFXM!y#L&bLdd
z#}4t;2XYkr9*R;=DvJzb(8q+zc0_dU2k}oK>!kkg$Ff{B6qcOzcllr@nbgtL<j)sf
zOc%Y6&`ZoTde0YLlTnfjnvJ#=l;p+rI6E#qzjwMB)^0bo-(_;Mnx7nj+!%RV30>{8
zoW#5MQK1{^WD4MMCryv}o!4e5Qo_L$w??(U(WCGkj5!GvW+;dePrcpW3^SYBJ#+ph
zcrHs>uzT;irS3dnFxD@%MMW5lbS6)U96(lQx-oybsC7@`v2^3(bF#?WM}9FcaQ)ln
zC1n%?ukGY&(^{xEWINA8j<SG`!LdU}|LmY;{g^?&qds%L>cH~kVDFv^xz%K0Qgv4;
zON6!h;t=0#>nmhE=-Iu<bj1RWpfXjO01;}rVVj8GS*gtWk$)B;Jkoiz-<_`6BvW1o
zOHQ*$J35TwZWymH^u?udQ!gs+*MvEYU##%$q}Y_?X)MM1-M<ieSYPM6fP{H6p@RP?
z<Mr$;?kQ27%sXbp68oMo?8pLnt)duJ4m~9jQc6ln4y)ywN!3A<v~p>gj`s4CNv_KL
z7_~+Q@V7I!M}nqPyKX0Iwf;m=$rW;x5t5r@Mnu%tgUXPY4k5~-)}zp-+ep!Zn8_-F
zTA1vvrHkWzPv^t$P%oF{sW8mkZf8|b5#_D3hVgDPdbu?J((~va&w*dBOSn*?L<}JN
z6)|@Iq>xIWCoyO;WUU9e@7IQ%+CXtiY{q?m)9!*tVT>3R^}{jjNs{AYynwWUosCVz
zMMjgA&u#~H3>Vv_#qC-Qqq+=TV0j}IrJiFO5EI^$a&eCe-&FNRkR_WE!Eje48|qN;
z-mV8;PRd}(QHF3{ohV}WUvk(xAKxz&#HhJ(wcl^e-kjk>SY^14aIph24Nf8c{gn^L
zo^_H|K9DahkZ)sctV;ef%ZiO3>Cen&40vOasZtUIr27;WP0e4=j^ny)k!QRbLc-i7
z_C6HhIBeQW1wLNZ)QgF<s}$m(O1o0?+09+){Zvn`CX@SZ`Mkj(S6N>E{j#~W!l$~I
zyL_1PV^}a`v&0=<-aebdJ&JwPG=5h%1G)YW?an{D64Yf%K97!$Htm02fUMp%M76nR
zr3hfbJpXxkV-zmm;idOfr$J!4{3v|S-_O5nrHaGt>7dP+Fk^q)MSGlpv{c4P7jJ)K
zMVp`-#xKtcK||`5hm*F6xw%vUxg|UM1AHsL?Eud$jvwoj%D42H8TCwV^q;qVi}oq+
zZZ4wDVwWDfC5BFa-+9o48ISWjPm?iS?QB2UlqkxN5hsN@z-(<j>15Q*C|N-6m7BYJ
zKXK))I)(3c;;h@&NeSe|)Kl#$p;6%rt!n4Ih3DH}`(s8g&)Ssxv+wUrjXS1EM9huf
zlZx>5N0Sk;t_2Hi)SXSI^;(IzxbBi*n)QUn@ZJ5U?tea$o-QCK<-480+fSJFP)Wj>
z@4w6R)9HsJRkVn&?s`YeGCw$Gb(yasuyq<_Fqm<GLnigGL+84_<IB|q-+C3L88|mc
zlF10hLn;}{q)q+=Xn<sgL}~RCw_g`Et#dglf&lUS8F6(o&>=*cb$c8LO{(OMw=xu7
zomkaFiOwZ?FJ3KqLV}%lOL+5RVCyUEALn*a$4o_@pOcn6;!aFZZfC3LxNiecHJRb>
z&z6~1&!og}6AN-ICohjn>1I0?vRj!!!pbUwqQaJuk#Q1jcND{a`mujY#LfKo(aa|S
zHO}k$=#5KAQQwqS2g}!bMJ^N=%<U+nHsR5$ED5!NYz!hcL(-LwlXkvS31pD1ZY%fq
zD`po4jVgn1*;Z&elO@iO(1D?6&y*?ia?e-1OPlUSixf<>AONf)B(N4m99keHld5EL
z^78Vx7dOi|0~Er~MO>$&tIc<IC*!jZnJr;o1i#&`Zsst#J)U(<pe@N8m*1Oq{QszW
z>wqTL_ka9Rj(8MX8WEMF5(3g4ilP$IASFuIKw@+$qS6?E<PfAwT51@;kVXa*2198^
zi7*BmgWvs(bKc+2kAHw|Pu%x?#p`-qulreaROzO5;7&1b%Ci0|<%X?a?6QG6XFjY*
z6=Xxuo3Uf^F0A7A!neUyO-)TFGHJC@4a<H?NajB>JBWr>?T{@Uu%wQ?j%FaRo?+o>
z{++biwZ^26d0e0S_5gHr1}{B&IuF(8Lu7yRdA4j*Rdcufv8eAO&l2(9xDW-l&JkS8
z>Tb0ekq?4c$|qy3C%;{`yvv<Ead)$9Y~s0cz&T*xbK_-_-UN4Zh0XRfFvjmQ*3U80
z!T|y1J2A=_ZXe}Txno$N)+><1IkJ+3y!S}3=8>~l^VT>uugNl=*d`woyP1p91>~E;
z6!{R7?d7=LNd56@WBMh<{r<dtE4!A16%}x8kKYls(b>IM<!cMf(EZP$1`J8LP8k{f
zOw#7j?q(a?_*tJF+VJLlS@e@IJw7m@40V)SyU}D+l|7Mt{d?M0=fpeAY+LH_)K|c5
zO3a!?(d(d#H85~ooBIHinI$!BbNh<<k241{YMUILwzp?)>0!>rX{jBJILam6R^ja|
zZ>a9<jM`kkd_3*|lW|M6a-B5tOul@i3DkEk!`JDWOZ9X<yTk`eBH#M;Tes}ZH^A8&
z#gA!${3cBMgIJ9?&V3?`af|zzx}zKF<kFJ39>zDuv=ghSt!>HX5xX36*s*hzfJYg-
z_3AF6G~VHgZj`ErlugTo)QJs^gt&DVn<U;C^Xa|gPFA+hiM_V(u0M5o^(&ValZhjb
zBC>gIZZ5hkWW}u@TjISQ<-yhn@lHVy&c9C@2|<|(uA8k4tG~$0sd9`>>)pTwUdQ1T
zpMh<9Ce0L@wJ0*rUDUBt7kJxOCvbNN#DG4gT>x2XzM{oHT#;VpY*t#6QInLF7()2e
z9K$L3539(1mTa}7ce!)2U@I@V6dP$GB0PjEat~+<?%bS_^l5#r9i&R+JGw%<yu_ir
zGacsMy4%33wDpcbALGcLv+>!ZdN9?$%bbrFq_Ta*U_tKRuexw4nkz%@aMM+{YXMyu
zwGtctV~HRn3}&?oPWCjQVrrZHlCZj&za&QTM7a!kmAxSUjTK}i>-$(;7EBWo_i@$u
zcpgY%LPA32OGc?}1HEXl-1;)BhykmK8Q#eh9-24^Tko_7f4~`Z-}XjLNNfMWmA7D8
zyjrD~U(EB!UPVS1HmnQQw#xD-|ARc@z-KX#?KRft!&2=}X`qU3<(hvR%&2P$2tYS(
z#R^Vyw%RQ4TbHiQ;LD`_DNi50!`M;fJ<Z;Yo4vy=cK7B>duSapxNTOBBhDkso7Zw|
zdXjQpt%y(8(l%0CyOLp;$0DzFmMf0t986?q{<&%G9mPd=U9HKFwTql^%o?!t>unIM
zDKjlmXkE07-EpkJ)opYqRTJ`bCA!Z+5}`oR7Xh4rkO9W=h}=|ZMMX%(^k+W<(aKPI
zoZ`FKfHNwezoe>v>+!Qbq;-nPU*DvH)a}ZP^1!mPQS09pm{zb%9R6lHM>gnj87Abp
zV5UZl=BlHHMQ~(;_5h<U)mXjp1-&w3@Y*+B;qdMI2`P1bo>Ox6O-hYU2Cpy2MU2yy
zSFxgncAbZKtv5z<%3Ei6^=_Si{tb^{6-NcjBBOIXi1Oq}j`2ob*XD(J8Q<n5Jxl>d
z&bp!JJdwxNbzy!ad@)JHXJ)}_m$n?dMA)!pTC&E9!S>Npa=%iEQd6V08(adAP8OV=
zH!hRg3RXr0LF_PXa8(@*T$prUOwG-W-GB7m!n3N;@RtNW66bKFdjeWbHg3WH-gnYv
z9H+_f*<u6Auj}u|RqJ|;mls$BT0@woca#qE+mJQ_--~;@n8EoI*nsR*=+b1Ik3zB>
z<AERk-!H9hGezlP90UfG10QT}x%IYm*)yMNcr!U(>~a9*67(T3sFpCNg(^H1^wZzY
zh84orH51m%7n^ZL1=f8`wL4%B+T2mR+W626C9S`<j2aO5yNP-O<OCvL-w83d_D&((
z-zV=E4WCuQ5?8L3%m^5w3&JuJmntzWAAhw`Cuv$6`%3-2TF$?o98&I%KHju@6!>~V
zucq<^rLAO3Oe=`-U!NVj&7C*%Mr_bhRyl3pZ(>tfCJ6P&Wo;kD(>%MMcHmo)CTu?n
zbZ%P(IdgF0V$npMNz_Dku+O_<|CGe{wH}H`9G-FQIu&C0Ei1Il^qHI_joqeF?&cGM
z-8O4M?#}{w75M!2aq^M5acMa@IcwUpnEtXdlZ#Hn8D)4ewCC73OJ!lPn=?vgC0cbN
zt880TxZ$Uk(t6T6X?@zN8)+v)0*49Nm$|QL-6J3xUo3<?qP`vnz?GsmK5JghHi$-S
zV6Mn~;-7*p{jSH%<W#PryX45=d`D<U;ewO2u~L(XMl|IrSgJ16c!r$X;9@m3(S1Cu
zQXhouq1^^)ljeuk6aRGEcjbPac$@7V>$dxoryv_!708<qwd7-1v0_vZ@;V@Z;J+xy
zo(!gEv9(Uas<ZnRz`r8fKijBQZT5r|IW@x)^E%;~9!pj;?U8?w%nrUe!Y|Sh5*jrd
z<`_c_?Eyj7)RMmEtaXIE>jVIPc|;_w3)F=|?aVy0Ug0{Cu^EH~7b<BZK*&(EnWs+e
z#>R|K>`3`^BCmB%+Qss%nXdq8MlujSXl+l-+_FN^i=(px-pMD9E6a)8S4Ko(byIqj
z%23QcJCk+3E;AbCYg6R~lh~($L4#exhbl<b9;DBIXjC&zp5imRJ!}E#RzqGwm}-5;
z`NhRWO;CIBb(gsYDM-02zNqC<ltePCUk$kyu)R{d65S~r=t<-=1gz#tY=M3o1|4u$
zo%?{(P>i$^dtQdWDv@2XELlzAn$uyc1oyS>xYm(su8EJ6-WuFF0$|N2v2ipRG`adU
zaB%?7Gfw-^ChInT92|cO!Y%BMY3`pzCKoJaHk5g%i3!1ot(-*$o{;UTj})TM#X9ex
z-6ROoS}spsvrgj1fOHlS?7hb8{>3bH^7GB4*w~(r<afh|fja7>=)*6+-^%+q64?z0
z^0YNJ?*#?@u+3XtZJ%7z$2gcWP{=X*gz{T~v;G4|ud@vt*{{MKun~T<y!(cJ^<WW|
zCz+c^5z!0+6VYuqP-!EW)`As<i1$l%#in=OyGoWNO!!xOAW{Z$Q;$U*U`hnFn&Bj-
zx;4$O)9TCS%v;m)`=llO<)N~10PXeh0py6)1v8$wIuW6$ZVY85$7oLQeKzc3E|YDs
za|3x7fi3@T(Py&4EMY)aLN;$NWxEqD102BMaH4zrQ)bF|K=t_S8)cl`PWpwIZYeI-
zvc`%FAl~?oVGphT%=ToiBz}7FE6i%XVo=m-GZWar&~942Wgw{`Bt|4{Hy5kBsa)M>
zoF9IK|E=8#h=_e<TV#!W@wvcSCu@9cqfCYp&#jNiFC=kEwSC`^EdQ1d@FWCbpYG7i
zQeD?Ot1P7Ap7W$9!C}p><D>7QWiF?t<M!Jc2T<+Ft|jHf?*GOCdj)aWgvlCzCtDwr
zc|%)aOD_%NZcr^2f*}pdI5Z>lF;G6&aBlhh{Oga&RPS+-aliTz@!oU~cXx+N-8Ij!
zL$9SG>@zGuay{_2;_DCJKw!b+1hc%@@7U;`!bWpizTU=C!SS5lK^R8q<jtV5XRR?+
zz#0w>m5j3onNlUjm|up}QHNz{ic|pqb&L=DeR#RF@AgcM`OOailAsv{iiRmqg@n3E
zw4us7paL8xP;L;}wcNmX?p6B-T`{SbQ;WSiZC%ImJx;)GJYxv^eU_*Qn@M^~bEcvc
zPtjY$xaAOE@5ORFD~O0=i**{-QQfz|)gT>xxm1LMk;E+7JgzOqG0IOQnNZ4lhMHU8
zKCr^0#T|A<jLGD%egb{{od{1h*lUxmj1=o<AG2Anj9tzJrc`8967@NZk^}Btx`TA}
z{hKx46AXic%^~CWDs$_Gx;bU79$m4hkpoEDp++~X+GV$?CKjN0VemrVY~hu?8?Aj{
z5-r~Sz{3Aea?&Kj<&|_0o5ptA)85u}K83AWU35WuN=_K(H!_k-{us=l!;L^NSa1E2
z6n*rw535Vh$rItS8dfcj^m7O0ri(}VfGfEux%xI<wZEg8c2x|SmWyk0Gj!O!gDN7!
z(C98=wC^O1S`9+tA)_)A9#uv%C~pcg{5KMQ1gC1jYcCjHI^IY7bz8g4Gd(YF-d*9*
zW8$2E9irY*oTXB&Ey^>orBpsfn>&0zT(k#KQ+^6ohmC)**q&bLZ3~DE2_o`o3E??S
zTA8aVxbu1q*>~CYhssqyw7y0BTjzs4%90)LA_-<Dv|e}dYjjP`{O;C3>YCTQ|EE_b
z><k@lKR!Gz58N67uI;pFhbaF!Jq=tSv_JcK+pC-+fZi{7k0Y;-lKU31qAB<5nC?={
z!}S3<CO23+s60t>`1XBJ)MN7}ID9$hK&SOud2Z`p`L;udP>E+pxlVwE(*Warc4V2Y
z(^$fIU)lW_PFWdNLA$}HH4hoABdTXOpC}nSDjZ+{C+r8c{r-#h8odmo&-6caW~jPR
zRrS`LCsU_2P)r((FnM4IsxBF>-(Wbn5hdw71R&}@wHWp@QAuFOVdOhi3I^sXFrohx
z!+uvd?CQ(a8foZkJr}<ZHc7PstNqLu@do0GC6)2cF~xzi-@MUXlYt)W0!7u;+E*;m
zmq7gBl=4z3HtH&5DhZ;_b>iZ+)Q&|QD7z9Daat`m_WM=;f!U7H+7lG>9Qq{KrhKMU
zc}&-{OI2+F=VKPZF~nF6wFyjpzFiZfp!1l>KJql^D==M5WJ0%OwN(?ROr~4$dSxL;
zYV?^i8i}QPT>_OJq&jt3%XhOa5@C=|E%4d5@HC*aWN+E+gZe6aE~R=u?E4g4Zj~ch
zN&FnT({>&EN|*N_=2gy6ca|(%_NH@Q{iJnM(G=~0(2p&2MtoV}fHHMDlcbFw+V^D!
zm%Cegviv5R1iaP?GwEbJzQ_}mWb!q7W~yL6q{4#qmYCHFfDzQ+;90xKGS%~MFXez(
z3_+6bolpJ-6hRr~^~&2o>dZ(+iIArm`UnJ(ZlH?LZ&C08PB#Lm(GJe3JE-Q$YLb^`
zDWdLdq1O^_0B7OfaRAbBTdyO=y#zT3>ieW{WFM5T5LDU$=v4>`<<u!Sc&;@=+&H#W
z`!EB96$~n+*rZ$oA9c_h<9W0Bk0_*KJLgHt0E`C&NtAaX&(@dyiU*t3R2<jq{4rp@
zAm~$(m*NA_)}xTh^qeQlT~Q|R+6M<&Ft9n#1U34<;8H2J-B-XH`J%(QDf5o$;ek}v
z3u~vpu<{>-QXVTA({%Q3sE>3to67LooI2xg(Js0*Qh^W`ItJ;ifHAywWZVbN0M20o
zRvLnIcq_Cl^#ud3vqKKd6m!xo`lXz1mnb#n51K<zPW~WTt7Jx9>wmW}2p5qM^s`zl
z4?VxbKc<Hl!$&zXKn@aHx$B)SxPu!1o<p<dpr8d_9ntAcxQ>S)PA#-#r5K*{`MX&6
zIdB3j`|+y~B#>u*fH$ays7t@|OD`85M?DAgRoRYP;U~}W1$`ih?|nM|`jB?J<juS2
z8uQup2M56QJNlIe4hrtgDmLF`;j&jrXI~Ji6jwJ=zjopPbgsdQawmMfS6xxM4CXk1
zRpd(R5Bk2?59x3Qeei<)3;vO4D(yD_HTZp!<UBA#2vUjRw*x|2)KvH2Q0x9F2pUFe
zar_|VIh!d_9wgY)mliC+kjdPRN={xl#<LnpU%6HFB^0v%-~u<GIKTv7%L(?E9uGT#
zI?M=d)>=`uC=cf0Bn|(BrtH}!xL7yciok1`cJ!-*zjP`=)TRIYyGr11>=pW1!Cy{^
zbVCAvNov5WlG*0cM7jhBu*6`YlVO~z8?_g+E+QFIt~G=Dh!>>Nlw3>vKS33DUVo=4
zP%kxzfg??p(A30!f)Xz>y1v%Go3i-@=Nfmh)2P+HSK)#bhpY_peTCf0lhnyD9$!_>
zG?_vHT)<SnpZikv?h6r1cNfFbgAlgaZXTCGdCWCITxk>p><fL8RlaUbrfauKqeFZG
zCm7tKrI)LbL>U&*h45BGL7SU57R8W(H?|w{2T76;WT4911CLbYwdsdPerdrQy%XqL
zc9=MHu*X-{3OLn(4nPqF*(*=}{c*8E*??9L)=L^xfna_ExVh8a$9k8e%ytySh2<97
ze*`aR>E9~M2MjTHgEl^kh~rlDcUY|KHCipQR6ey!8nP%14uYVR*K|k5R$tDzf8sKY
zOzN+#*52Oax-1=dUhu+1MhN;uz>*~Yw`yfyO0fGFd6&a^$mO;Nd}JJb>XDA1%2^FB
z8#`;+G*h}c(u!$o7)J+GRaL!@HDrlXl9L{;H>6Rj+YT!KezrM++kG`f0r$;AUqNCI
z?`{gu%I0rUIsWeCWU8fafJ^<ic<jr<+{#LE80&x|FLgd@IVs=v^>}a0mPqyGPB2Al
zAMD`xfwUf@#E4Grj-B+hG-bt^yI+rX;CdscH>gNj7cBp}VXcRG!6YIhCfu|>v`I9?
z<i&#M7$z<T3?;Pw_wUnd6D@J(JY}i%eu1=C)~OZoEGON2mF-&z5ks9sSL%{9fGAW9
zjokcJ4m{2LC_NH|rqsC7+CEMd;wR*l8!wmEO+1zP^XXdw??q&<Vx?6a&MjF^?Z%BX
zpXFbxts*p0IeB^gTl=8Q$8>|%sjOGCUMgQ;U9FCaa~$cvHzwq4d7AguvAf*77cM+I
z&cl4`4BC1W5W6rm?fXRcOO@{7kLA4RKV$ONLyH$zn*<3bzv3BlV+~HT3Y&9eJH3w|
zoQ7#~O!^~a<5ssk=I3XcJ_cNK-`+L#XSyso?Jc%bWqt`Yw5}gN%Z_;68`7<`BrfvJ
z-(?0pM(!LOYEr~+WRw~s$lIPqi`BF5v7+~LKn@Mujt-j;+@;RS>^AbMD{13j%$NC(
zp}o{TQ@xi^h=7^8`i*Z2A>d`%vO`e3wk$<FJS~rdDo&56*k}}O<K<@S3QtU@h_8kw
zyY#j)o{9gGt)Ltd(K%=|hpYaX5z-T>PpC8|vX{Ak;;M~VD5c)&O0JZ+q{*(kzB+ui
zaVmiQb&1fpY<=_cyfYN4_ohhs^@>9G2&$ZJ1mA=#%cYe3e`&2wj9zr78Lk8xo{!oc
z_v{sk1l<^b2#rwa-}#%PH=DJ&8K6+c_i*@A(IYD<$lsM+!>poDZ@duKRz3$x_bqL+
zj+eUCQUcC^?sxdsY$o>l65>>99M4&wUD{UU{k%SH?xX-^DAa@BXE&RJBA(0f7idvO
z#Bj-5wbkyNT4Sri94}SiXFN_sA)5o8ElB_1P0bYNQzAdST{Fg8$8|@gdvhkqsog~>
zto@Xkrr|IIWm%Hp&2Jupc8ZZ*G=Ed;{ZM9#Ke5-w>|j+ubB@Ws6A9qApN2K%rZlD@
zHpn84_A<<4In}wOsEbz5_Cd^Yc7T?aykKYBsf!>hUX|Y%@wEDWWa|i*)YVu;JKW}H
z5+Hny9wEvAkm*3W%*dS{?g7tTI;2PfEPX)Hf2(CM*c(i}J?hn&y*l07C@IC08h|La
zV!AyoEMv=Bt;bq*Ht>;m+N04b8=MIC&SkXHU76JsnT@v=)&OzZDu-M=+aobBF%PNu
zQ^Z><>5F4n9@sjvxv~~=(sM>6hR1xXr!l<PK##4&zXEhfs;U#3Wei+{C{-=%;>RO8
z(Ozb+7R&^hAP3fNEQ+26Gbhdly126CBys$w1!$y3^Ryl$)ENhES4p!rX6T6y{AIUn
zR&=vK?}|x<fLbhjnw;9_4MKq4mHUli8A09;hkMiOp8W->H1(tSGw3-#KYxX`PWVVg
zo2-TjYDYd)J;;o7sX><co8krVDJJ0=m+@O-aT+G<4J$ir)^Un8n%*=$;L;~o=X<v=
zmDW+F8mTj8bB)xz*tI3I7cL8TCH`=p26!c*NLk;(GH;l&Xa5E*9fk`N`bpcDywk;$
z&}%u98cN!w7xe7RM5(Ox+CtIG^<*^L<lEXMz^dp1i$94+)S8S2Q}x|{f5y*_DdSX=
zx@xR8guGB{fpZLyLDG)qG(B&IRs>AUA6U(Z+vU3}?^q^7vk1tG)hB0c;xs_uO9kX<
zRUFD)Cy<uv)AsBrHyllLF!W5ySH$J&f39?M$Z{fuW95aTyjzCc-LVD0k^}Pa367)a
zBFHmQuL<P==0T*f|9fE6pz{#smPjK%tB?uDc+>VKJLt6|-#`03r7waxhL5|$oo(Y5
zLUnb=SZ2hwMj3;G8B$57r}Ru*hW~Pc@9gd<NHVyp%^y^9Tw)@H>!v}`S>FfVi>nkN
zeGH!ofUJSUV%5ngOA4UKL831}7chW8uQML(zxH)?L0RGK_}2GTQGaZFp+zm?&sM+E
z+AEyPg0OLbD1v`1V4TVQvmaoq`UMAa5huqRHh5NBn(s&Q%g1)t{~Nl3_O1Pg()f%-
zgA$jQDB@dtaq?C5f>cX*()cNW<WG$^|9M|nI{(I`ia3&3qB2-5RN2&5gJl&m<;cEe
zTz2~&|18SKCXG~(Izh!X%}OE=yt(#4R|i07{Dv6rF>~O8RLcL5G%i%IrLNl_wx%Pc
z$c-;)7gv|#Xncggxi>OY-h+ls@rHuox$0(3{y|61U`3G873|`6_cT*$Zf<Y*#5L!Z
zV4n-eP(Cn1`N|aW1Ugbu(RJO$54dmSG{+PP`<peomz5L+)AX23>SBuqCw_d5>x!}P
z83t5s#a8=sa$Hf_RseYL{W}3%C+Sgp7%!A*>Mw4k9x^ko2|9X^$~BOpCI!dq#Alit
z6@niP-svxMb0*#{`wr%|(b*39O|rfyQ7u^U_oqeQu__@w3}5O#21*-syw)dh0q@g_
zQS$%kJi=tMb{_A4I{d7$IvBa^lo?x5pQnU#2pzA7HX4<hve^gDB)RvY@omX@Jn?dO
zjkbomI;u<JYnada+qkCvAvA$g7fCle&idlM;o6>@PQ<(w{d#{e5z+m;w7R^0<+YnT
zDR9A%d4v(tDGXe&C1DTpdk3Iv)ZWoU`rY0xQ+7Dbef%A*I*HW3{62O-kYvyv`Ql!+
zlf{v<qo6BRA-}uLI~kQkJCFV|UCUM#;s#<CHH-(!r2Jv2IIJi<z7dFsxdB7T(6eJ6
zn6Ay8-sQNJ!1+yfMW@?D87<p+P#weUlc<1IN33-=NRbNLzej%{acw52k3gB&3B5|@
z9QDD=^uoYN+uq(j@RxHf#&X3^2^}(h=cs;rhvc8aAvIgY&A!FAQYGkHU#2|>b+=mB
z(3{Wa78kqfj~M}<Uq0^d!HsLp0@1X3iqpif!`))tJ{m3z&Z$!WNV>P#2XnZ|*{Gi(
z=UV7t`0r7>G_rs{lnoDAC~ArO?lM$P#)o->7O0h44Ck4HXFphsu6N$@C=E+MbQdpM
z&YEeCRVhF!l3t`c6(lVWk_osPZM2)P7j=Is+bOMir1=c5OnRae6msvLO_IBNclfaO
zR-`UTLTn-8^8Ls-TJK}HyX=^^#Dz)!JtjlU=VzfxRA`GaK!Z9?sQ2+ZFLt8o;dWEG
zd1rFceKn!B)kj1bJ;P+u{a~s7Xn%8vGm)KTu+|N=`D6DCyRilG7TxQw!r(CU5)O!U
z*ew0b6gKBZKQ4!8N9*!3=EY*y@0<3WoouUt8$<_r8iT-gBn?rw9Uvb8Kv<WKJG5M;
z3z6<4Cdx6~wOprBvTMH`5XjVfOmM8x!~_0Vv~cDNQ*1PNYzw)-8pN0E(HszFBnsGO
zg(G}WtJ!dXilS4)XX^cazmqMeE_ds9jd<g=tk>t>xvw;dyoZC^QF?H5xb8D9EtqS$
zp1Mi7h-q<^M`Xwy<FM;7KY@3vH39rAa%f$3qN39+3Pf1?U5f7A<;)0*z=hidnvk7@
z%dH=~Q>-m={jq?7BK~bC8MvA0yO!!5%R}4T`M(EQ0X|iR9Mv4vs$txU6Op~dcx*0J
z?v#nb?snE&8FvFB`<+JWl;Xr}voD`fsd*|4T_x!joq6aA!jd~LZ~{}ln_<=pyzm4d
z2qlSm84BBTqdyR}hYGC!=^q)ntQ6dKO>`0#)WBn;=V6COuy?J<uU&RuzI8kz`#3=q
zdFGGr)Jwne1>x?7*x?;2;<V?iP!!w!dujAbUZ>Y%pIt_OtfI=?;DGgOy0!(Z|M^@O
z=}Qj<4wJgX%UYz&;sEq5SnE~1pcJyY0_ZcSeZG~A4I|uepOZXBwp#T0WIXYQqZStT
zXvQA{p!k8etc%*2`rQptztrxD`B}C$a+v}@g@n-Jj@pm(@>WABbt@j7YKh3U`re{7
z(bKGS+HEuhk9CKj3Qk#%M|7pkj4;qMnN3!amr~{QzKX#mLFVI8N>XyU)ga~LJUOma
z8~{j>keQOhCP<qdjU`c6b2GsG|LW2{!)zQx5-H<!{2S8I0F)SL)Qf@*l5MV1S7PN|
zYyTDefI{OQ=(eO$!^Z)wQ)J~xC2sb_?VJ?pGI=G(dK1iCUHJlb#zLg1;k+ti3qEd4
zvb1SA172x=uMtPL7jTSixs%!gbV_;{$9r^(IXW>R=oSSV=^>!3xJGq3EgeJ-DsSC9
zSzxXE^!eEgF8#b%Ku6l8ZN`p)ZrHY9qL5iSSPm5<H@`J3c=n)bns*^Tqu{p`KzQh!
zXS49qFb}Rf5L%E`&TzrV<%O(BX{0Q<`Ao>p*6D)NgXys5t3RvrmBsEiAdnMR4%Vqy
zz@;Q6Cdw?le%@khSuZ5qG$jNidMaN(?(VQnW`>ojb7#A+N61V!DZkJsP{XiyIKP<K
zb91uY_nj)Lf%$WYMa+393wzQ*N~9#_Ub$$NI5M769ZYL`kF%_GRb5}OkEvYV_+f2z
z#jHjy!=E?}<|Ol>0y!-pp`xP2-o&;c$!L$;`QSBAWCuhsSeN<jwK$+bdISOr1pSk>
zM|S;u_k8xANYTMb%+WY*pEFz`+ml`J1m9MnGdND4vH>C=^Bx1KG6mU&ITq;_yihu&
ze+`f#LG<|sTJj*5;Kjy)k62Nsp-+#4CdV$XoE&eWEYm$wY>(X7w?}3JFsM5a>xVC0
zO=?y+&BRuE8we;u1&FC~FoH<~tQ&Yn;*gZ0`zvE-H<Ye^a{cW5{KEB~ehc!X7{0!C
zR<4vi!B<<5<|%;L>P#pf3cl>A+b%HbH_Ls}vT-p^bn=h29w;R_H4Df`$H4c9<WZlR
zBdSN^mX@dnhv8ev=dIp;r1U>^f{3SC%^Iu685{q_)h$t^z5WqatE7TSSj*(Q9kEqD
zzzj%59i^tFN;VIkzQ4&Q_&t(gPR7Yx8?~HGaU$8hqLBN(dRh~ECPCwbi!CkWhI!zs
z5ItgEgeOQRdjxOaXh(Tw9^#{XsS+9r3P5jkEsf#Vrn`O2`Eh)g%(OW?)1}9Q71PV4
z^$#W%=8?1dY6w$Tre@80y0$9btOb-Dh*MTl_8zlc!-^8y=75@WJg7D{HDv7`$OU}{
zhv!pg@wHfIW`7!CG-RqHWo2Y|qc<(LF^znJw4p>wgfmQLn-`K&sdek+!ZSW&v(nUj
ztNU!842dNtjBgKJZ_e|u>)cR6j@N3GN>=*Ud%vTyyp~-<imuq#G5;YX{nxK&sY<+J
z!a}dbvr7YiuhS-;o-T|1dOY<E1EX)_J}6-*747#fh(t)MJVWNmnG(niu`CUE;U9?d
z*Kj)yrtNllI?YKlz?dj`IGGDQisK`@w~khMS0h=t8!U^yhbLTbMtRurlUMG)b3VxI
ziT3Ar05UZ-K+`gl@<MipHv8tOt+-})`?RfyFi^mU=IU#PG@Il2?8encLzoNmf?aZ!
z&l5>O0?%OT1slICEtK%ly<L(L4n!38@hkSPCvwaBgP(2X3OoKIg8ukV&8P>+2gvz$
z-n<r)^e7h->y<cB>t{K!4A4;_v(Fck)D|j98`Of<fEVid*j@|REu1v9^_A9*N_B-}
zJSMTl6*1?EeCl$=9jnH1w|G+7<h3|b<<!RNe*zqp6&1o`NhKZvMS{v#LA%3s;B*Oc
z4XTv|STZ5+f<5qce<8fr>B0D{6MAl~Nmgn{4XJiD1VX29&P*w8rM3Zc7R95V8x1-N
zu38xim!2KtK5<-0MjpuwIXE=U`wW^|metM*O>e3bR3*Msv8Q3SE3+-3{;XcjOS$2Z
zsC41?r~Fgym%k|h-&%4{4lgT?Yau%RnzkDGBQ#{5Z$8@{xZ6=~XDoZTAl$CUrPDk1
zI$_-3^m0)H=;g{Pxwl;_u*OzbDkJX&{{E^Qi`t$G>bKe_2Iar7qRiwFtlwns-djW-
zmeocFl<4*J(-c|>s@O>?)=UV<PttAWxgZ_Myx>21?j)AnfdXmi9m=m4FJyK~8ZO<{
zv&hR>ef^Qr;RClj;np#o*0IJm+M%9>jp#2u`O!e|v>5$OBO8%YV&?GUTV~N`L}g-?
zgH4HiI&VtR*DGnu8I*EV%b>BO<?aW<=w|2h3l}CfYnKvb4xOBCLN%_o9h}7KyUmgO
zh%c#eU)~3z;G;p^)^NYNo6e=jw-Y57tlQy!iNsTKGeBCa+ADE`ML0SamQ45eb1%(#
zLj`F3?Qd{1yX2{^1EPM<Md8n*gQzXL+vI(#(`BP)LAi4SD4|tYDVcB7VMDoHnCxb%
zAH34NjmEvgpnUngQ^ceI_37UC7~e{g-WH$fGT}UZDf%||L8x7aDX7o1UFW#dQV<<8
zrKs0vhi!Oe4-M?^-WmbH&#W<dW@8g5uX%Y!VELK{LH1V5O}6n<<CGB4G29Pf9|zJX
z=AfNAPP=AHFW9v5;!|5)q!TRg9@Q)q$s12k-eCFAEtPG(_~W5Fc^nlNL>?AEo`Eu-
zO)uc=Uzc>#u1%BfaD!+Jr5N6_w<rF6)RA)ec*JhgpWgodU$g^|!(VVzQyI9u_3aj_
z{-1#-Nl6&HRM4Z&K7SODDTM9Z^hpZWvK9#J4kxCUdmEJbV&V7`nyc59wpkb3nd2<*
z#i~bp&2J)NOVqXlqz%rYZ!06bcLQh16QImL_4V0NO)wu0km8tz*UGMajcpA$Net}I
zAl9XyR$hB1fj{c>4)-mMP1)>NO7En0BXdKuD}bz=MnJ8-x+;DwlEZkLUx_>{4g0Y~
zs2&d6tuREpwn{JOBx0=GPT)s!cW1R_y~e6o&DgU=6?a;;-`1~ff^&?ZsV*!cO;rjo
zF#-atN_x?a@^7?jzv$e6K)d<oy3KSXQq*fM6nvTx&US_)DR^}VG*h7qUuf3~;E#po
z>UQOEi<6N9he(cJo}Mfx8D&rQ`Y6CaLkAO`rrrso3zdQP+N+-ACx$hWm4_9zYu0Sf
z=3N~co$0n@wQf5GJl+uwbCXkKb2jQqt=9U|f@c%-shKphlSxG{9~aPuZOlQS&h?Zy
zK61FWFKG1rsgtYN|4|K&M>w$}cNHFzKh6Y%#0>y;86dn+&WW8&rA?VrV2uri^|hN%
z$-6WI2(C2^BpOlpopl?SBLd+Cilp;^km1JEYbLAb+{~4Q1vxnvVa4{xMU4<mICWp3
zTbW9NkguPgOHF}fWg%juO311;vRc%0<_U}d_@2-?a03%mVj}ir$`F_?7B)){4H$$l
zU!xD;FzBZ2toe|Yw_?B5x|J>skBHSycdAS}x>=qE#sDfb#~2RrEBDFuLKBH*88BwJ
z-A=m}G*5>ODmm4)y)Wo3UU@S!Z6H2NTu`faZq7h2f7ci0#J$!Qda+bnd*4WXm-bS+
zP5y5ErDICI&*#RQC1Jzw80Eq8&^rX`KN(-^DboI<#T}d&7}sO;$D7^Y5+26+5`U8q
z?$HYpRqA5~tN}gdvh_+qcRYRn6eL+6<gI)a(3$EJ+prQW3|Qxv@KWDgK2C(C%aBSk
zax9SIb!oUOrJ4`q92+A0jg|wzbiiD|fJ`OKGo&wI2nKEWp<Q)r4ZTsQ;k%ymfO8r$
zLJ5@|07-={h`JGR>ufq(gC;i$sLK03jq<F=62!sT6M!A3NWJ$fF{>4&9RFSS-PEIJ
z_<3ti5@-4W$N)tR`$AtRgZP3QbIZy0mJx_rj&wQ3vFNjk631j7;6KhM0r4Xk;y&`h
zoW16nfFE%_$+}@lN`pJ>NM3rq+xAaNfOU5YP>w-Re0bea*velbD6ttcrM<Oo=f#wf
z!?ZM|nBg=SkjfC-`3tP$-&r;fZT>z;juI@Rc&5<`zUl$ey|9ILZLjypX^J~)MNaMe
zzpcl?+iSiv!{OyiQmH^d!1|n9O4fDrR});mvMam#!tpiyqjJ7BomdVPFln$0g3TOx
z#Qzb@5nN0fO_2j%qsl>d!)Hkd^?1`?`bph6KzfG!%i~8dwcBd*_qG4(Q-gSF7zGw#
zKoa4mP3MaT&EJf7Bsg3Djt6?Tc+4<LPC~eOLc4#s;P>B9OtBI5S9OY@<Q}MfGHWjs
z3%)`VOr+lt9wok5nLrH49m}vPICOV_-uMi4>P*vnPtD`eKy<o@<i^Zg1;GA?e~}gt
zheLUdK4rd`JL6HcXj`Wv9Af8SgZvU%cW{odyp!p_7f4<qj!{YxIW@NOZtoBharP)P
zcItAaA<%nf!p(=p?1L>y&3|S;{(iy>cQgd}ER~fn1i%3cNl#r40y%_#>g(Ru+9lh4
zC~b7#MOY6pMNNdWvBC>ZA3v<~gLD|{T<yl@PMs`w=<oPp1C->}I#0DN9~qec2{(g_
z&QtT<FZjs^r)^=LE|cFjH5=_L_jy@88Lx!XD&xPAVoXmM%#IT+y5(D&zgBS#88I|6
z{t_6~xyOOzgW(xpY1dYOz#7Q6`0-~*tvyMW?K|N${Xe8!=3ea3#-8A^=TQp(5Ij4M
zTa5?RL=G999)(o0JAw0R2T`nQXPqYp*S~<c)zK0opqQ)}aK}aTA&~66c>uEa>V~yX
z6pwj`8yvF3rv+_T{LRrzTO+=(gdBL)huI8E_SctU)Vae>rF%^*ucnSGv34ewfZZ)n
ze!O0kMx@>#oh6e<=#pLO^h>*$G5>9?k`-h0TIvosrn;)CWf)XxNxhr;@FfoX%Q=nm
zyoo#104KQb)lx<?HH0dpXw2V=$&${xXWV~GVMXV{6*u0p8(XfCeP@!5t?&qGEs);$
zUY9Bb*Pw$-147L)Nab2;*dKa3KILwXlH&a9q;;E~v>egk?cd-8IoctVd>QhnB?gH@
z!^kgFQ+;WY?R&FNh>p^p9~{Pm{+Fp4n8JotQ1`y!x1QX<qkt?A$}E_>0|;W3a4>-P
zu`0=di`EC*3@saY!KA~XG}Dp3A}R-({&YnC@EUjr)*b8(--seN29#|s`>end^uG^v
zr`C4)n;e~i6SWU`lES@4Uqdh(kQP0ZLjn%Vjo_}+tc-Xafh5ecS5`ro_66u}fqxy?
zTZhcLwZzts?g(%hyN2a@Kfr#R)ZSjmfs+O2UVGl4uMw8eJq0DZ&c4~SAYXHjZ}gH%
zLgC+Y_^l<i&P=jYa`prM)2giLQmb1q6|RP$qa|)cu-tw5fM_rUJjP2oMwZ_#i^f(R
ztZ+Oz05`vFm1k217p#Fu#8z3P`d3)q3ftwTg%O#>zHg!rLNQk$>~m?fJ6>k_;~1cl
z03Y>J5}a+sxn|yWADGB9NbDP!%7gDN@9wUnx#A>{Qstjc&p0Vr1#=PwE8~~ZtKH3Q
zfF{xb0ZS(yR1~fBeKCy8U3Ab1HT}-b_K7^mlg14y4*EWV^Lx28e6K}wCQXjf@KKNK
zbIipg!YdHbR8;AxF!XS;yqifhkFo;tNZ|v(uUh}i3|{>S1gxO$b&%Ps$<MFN0F5C_
zWlEbYN=^aowT0++d?x{gR{XzHIJzjou4C{mUpH*>6GKfDYIpnHy($OWuJqa~$bX>F
zXY{B5u~^v{t@)7~$dP8QG~-3|Y|;cT&z3tF6?F6+eX7A+&-9qFPGb1&Bw_lFU4Cbj
z{VGuWSTvjmy?|u7Q{djO!t@a&@V+TX>j<|T*!@xX9$*RA?RiI0rz!AFtoLeMVn_fu
zb?osDnVKM&dW?DvIEp%c&j)WJ!NUwEurDEqxYwS_yl$#@knhW^61f3<71m7v#iO}>
z*x8z!NvpoQRJRvGHSEc9#|%9tA{sEdx3unnz9whv9ufgxYPw*3n_ElNx0R(fFSaj!
zxnZUC;|iJ$h!xc-8%uCDV0o}7+X%fGWz?4c5|o-C+tugMITMx-AV9K9(gD6dT~YxF
zJXn2|AnL!~2ZKQRrX1jK2d<blcEF3R!??F9`=VG&qhG>*_c{OfN>XvOmNa77kr9u#
zhc!i@r<^?`hU^^}z=fw}Q&HFP>UBovIn));Lg!NVIz1}9rj0g+(VT;gyp@1kxM7B0
z$BI^{rwif&^wn!zW*0^hi%O^qgu-d?)nhulbVfY%@V%->wm@NK-g<@CnHYD08PYjU
z$FrIHrCb+Z01^w(7m=j})Af-TEN+%$>?{XsqWM=ns_k7@2pJ-7=t=cDHPPY7<Yf_@
zY=EHg`Jz7ODXOdw&0>yhG$+})CEkH!gx=G013)l<{=%LVC|!6LVt4Hy{JM8?YiY)a
z|H%Et1uL~Pwt_7zud4f23etuvnzV;w`JZ1G-;hXuNLJV)R9fK<3Qji(lYCA=x9Rv6
z63B#8_tQv$jfWwUhZ%D2^O}j4e#i06x?8lq&$ypw)Ish`T}ztu(K^orIYrSIS*L2b
z^|`vj=1RdmBaNFWrr$MNlU!OGu5Z!yg;Mrlt!)huval<Fy=m+$xB+ZnQ-U+rSeykh
zXHuZQp8|glyVs#`kceU{i+l+a>$;$aHSk&!k!1BoODJ~nTNie2L2;VO!AueFs0I(<
zNZXg0Oy}<)+nPteBH3j<z&0vF<F2{48MzS)KuOjlJ<yr(pZxoYekr*io_x{lWqBXD
z<onHXJ*Lbp!h&9~TJ`US1JJrAjE<oWm#sh5qE6U&tmvzbE6h_)A~pf#m}xofQWqd2
z__5e(&O1&u((JiD;<2Q!c`dJR<=xxS@cU(NHwb8LNQHARKZu#tc_5B(jBYxE^s6EX
zOV=TAlU6{*CzEeUWY>|Z%VoGiev#{Rp9#u8zGt3xMaCsjTGHGAP}vT3g}-qMUTLZ`
z65ox6GGEfM1-Lm<3JEZFSCL0RCGxi#oZH{z?{!%~Z|up&656t~W_fA2hU}&I-4q>&
zIKsI}1lF#W&axCG((7lA&#$~ss;BM%6;`c1K4Ycc;QkEOuTJfRZK_>a3Bo^aU<Ijc
zj8jUUb#p^K#GV3TLAu@gzl*ohtI5*G)tDo~gSD1Snka+LcDAfp72k}!KtHmmq_6DG
zWwZ1AmhSv!W@t~Zkg)+A(D1d>!!P)*JEM}gcdCpxo<0GE&^lcsrE*9wHd;)eXanr)
z6@GS%<|8U-cwXaVi4u!kWZ@`vAA}VHnp!YGzHw9I@Uux8ID@CHX{hy)q_Utvi7=LC
z!mifMA0$aq$y-vj7<s`FsP97k=`tssEOTcI+htr+Xu?+g+Xb7_)C8e}^CcFQN{q+y
zmxX-D7mQ}=O_G<eHUH`l>P_hSgFPQr*KyfbFnS=bD=YDd5n>)+D`iLOz2e00Fo;%X
zP8EwXJ!}eE_XRNoppk<7_)XhJJ)Hm30u09W^myTns+?SgI`%^;FX_d|p~&P*S3NCn
z7PQs6!;)ESK^Lh4g06O-199t4MM=Qmz=+ZCP?x~E!f;QLU)q;@OCX)|J2Wq6=Z~;i
z?x08|^~~Rg27m%U+*B|f6klchdZelvLv#?+OId*;s%*^Aeu%htu?P>AmtuSMDRa4#
zF{pJbSYCq)Pe6u6FIr%V^Zm=B7jK4*y3pav*)I-2SaJF!t0W_S(1S1^8$IXqRf1-O
z{w)xOpV3ho7^zBk1+1V@Nv_sX+BIA-0l$<Nf)$ru*RdLvN;wUHIKQ?$AVn-rTQIS8
zcH=@0g`kCVW4!(inhtKL)xxE^p$`H!<E3jGUM_ZKGdqgh$0404x`lP{nf($la~G(L
z9~@W+r0SvS*)k3zdat-5L(+?4yz1F1{;(u@AbO2nbRe6|Eq&(s*&r1mx>`{snNOnM
z7T^oT8h(j>uERQzia4BlGqV!Q?xo7@H_$pC4z~W3nPd24B{KrUi!&lE>SFcJ6e%VM
z$g#k6WrbD<=$%Bte1*zQc&BdsXT>-j=)MqcPMEius0y|TwwAqg_DXtb*<BRi-Z3Wx
zd=dt7I_^PcV4gx#;>*}`;s@D{)~#+hoe$>=zvA)D+^mQSTN!YJFLXDMR5@Q%euP^r
z^TMoQdls|BO`(Cq`ympX+Cn2u>zpirn))>J`xFglXN`VLRgBz%a){3^r@C%|WCH~0
z(d~t$8ko=#_DuYtttkO7{wI>pyL1hQ)l8>3{cH`u^2BuLgIFWrsuD7Gw;iZgW2`~Q
zV3DtNWL(g%nFo3vyudg*y!}kVAT3SJc^~jl`17G+okqSL#?fM8MefCxwW6lf8PuS%
z<u87-hL<L!?4nR?)9nQ3aq}`J*-MsYHHh2`e?i1>Nq`{o^VMT@pnOBR>Kue4PC66J
zQtdj{#xB$M6aZ0_i$3Gf;p__FoNyOJ<z|UVgA(J>MX;?wWzfspJ2zJ4Xu;qU-IAI8
zP&?e52XoP6r+S3Ls$MA5FCWH$e#tAK#sgCXf-1KHfHR?m^Y8|aznpYtyu!wAsU?gg
z4&T=VZGJ_#n$FBJDmG<f0NaCAPIuNQ8RBa6@D=H`eNx~S=&}a^r|uMzs6%G2&c1H&
zjaJnKygI7tLKpaz_CedJu*-rSgxwSeK(N7=;*iL<^zynV6V=gaxTyCxfHo0v?Vuy0
zyVQwmIS1TF>piHuu_yC&!;2p#)TtSXViLXsMF2gT<mXE|OWhM^f-Y2)J{$xk3pq%P
z$#iQ7tp`rQnf||vvCF}!5i+dy7_0}U;%(xW;<wocb$^1HD+6pt!h%)%gVrmVen;5*
zr0KN;s51VWY^%W$b}<_j_;~RLp?7qAt6dfzkg!8R5{9Ld^;3JM(Z{#`0Z604{S4iL
zH|JSHDq?j*pF3*ojLu__q97Rc9f3VDKc5aKphDNBk)vQ{tkt=%C6uw-f{k*0NA^4f
zK<Dm!dW8?t5c|K`i~cx>|7QWV=3pM7J}&rO15Kb1*kka(X=(K_K=}#?dbk41v|<&3
zdmKm9xfwEvLvHYEp&s;Av`Q2<<IYw)0?=e8k@0919DUx<0S8N^&9D=1WoRz8zaQxN
zq3w{xF`q#5!N(h`_7a7Ol8Hi{uL4%u!dd-~UJ-rw^nv>A{akMCsZ-&Nhb~=deJ~Ie
zsxo3%Nw68nKlJpzro*9DW_)M>%d*8;6C+$>Nc=<0q`Xh0-OT78YOvDIx$Zj8m29at
za=+|BNFj`ltYs@39ySXE=-Tc3jq2$U9ykex3iW1!dxundT*e9cBf%`WV1fxONz5s+
z@ikdlne%_&zVtv2dc`4C+~Ea8dJ5lyc6|V=1L1zuSfiW@`75DK?Etg9`M(|U)eGR1
z@hx3$ySi(^K@szSyo3BOU2tJN)m6hCQ&@5+8SHxTV~hA;56^PE&>JwzP<!%BqIW|5
zqXHplPFPwP*3v*SEVl3`JaUVQI>BYHX1#x}6B8o@ZVvopsKCG^H0==U@8(o!yP)d5
z4nlZT8pc77E-VX!U*|55jK~|Fm<o~pr8TV>sdX##D{0XrYi7oK0AOzj(*C&&#teB_
zQDfBx4agGQ4DE$1&fX4vziQ{2Zlaus^W=G=8A_D<&@n?jz5F1pl7FxKDYgn6*B*h8
z=akH>Nt$O@F*?dMYL?K{QDrkNMdA}2TD4?%l{<B&u(<fGEhDh2&?^t=3O*03wV@AA
zRKvHi`)myFxW8+Qo)f%NSSo<yxEv#%_V?Yv%Eo(IUGP#s6;Jk7tK3~bjPZCee0TLL
zmj1>5Z&;kS=Qvr|4rpN>tFo{h90m>w?&ee?ET2@lTRi^p)@+8~i+T3g>Ic`Fq!3P5
zxfwX-h>;E<o~f7O^7~I~Uy<TI$niHLlSB~Z1`F%VGFd(#G3i6sIdGczi+igPfxvT_
z*!8usHE-$<ob2PaJy1_gOw!C#k=~xyPMYtu%y?6|mXyF!P+oq~e)b?Za{DQLr17U;
z-oEiz<&)QubJ8gdnwM3ir~MCoI;$8tIQm5lR5*}|lnxC2&RyoKfHqC|3<@8;O@<BN
zzt<PO#0VWWd;?|(YNLM=8djyRba4?FnJObm3KVG3hr-pXljsxFez*g+Et|1CF0un3
zFc==N+jfA^)cyZ6lVYkDgLtLp-_IAAkKvMI-B0A%Ms~lRTQcZ5NxhuloFhKNRuFt_
zbhA!CP*87eN9tb-;gg^@I0%)w!AU*x&K2|Q=u^jV{LCq~a?dUf)GaDWC)-rYS!Q7t
zd-km`{k1<A#0FrRpXlapGuC6FRaj7ZmHX=&-wpT;D41@v&__)#$A&r0OoxJmx#sfT
z2$4?{Nu8BkaUlxc3MK@b-p(n`c^i#4{mYHtVk@nsxvuozyTp?{Mx75PEWTeuYLF-q
zr7!2e_T?k+Nk^mhX5LV!gj+!PSW4`#JN;bb)tk5ZBo;EC{DWRpmq?sj^%~c<PgX6u
zAe>NK5Ue@eWk>Rh3`SeqTJyKsfQL5CMxe*jdv6M(UFQRjiub3-fi;3c<w2AHYgIH<
zI-YY<wMY~5JI%}O$L!=xa4znHz@$e|jEj=UaE3{8SBF@R{J8!YO{Q4=8hle9uJ0|H
zX=QMpTFjiY+_Tvh!e;MHj#oY3ecE{%dYcD}iw!bn54dh^cK9<p?(RsD=5$?Pu?zIm
zY0n4?6P&&0s$RFjBZ^4$T@Y><zJ535<`iSZhG3KsZ%Ny!axRUkt_Kyfevi$R&^q~=
z0blo`i3)fGAyBtKkef-9cb-~B*Mqy^*DIs1^xIiUMVs0Eym7Nxs$aPu^C~7MOFlr;
zmYQ~VVk+)kg>k``U#xp;kF%zGY(-&Cj>YtJ*Y)=222t^w6M`FlMwQ`KQHeKtJCkm7
z3g)H?4K@`nDrrY3i4>SCv#fHw4jP+Sd;bU7iNQ&vFW?nLUa!e(!FK*}*b82-Pb5B&
zsi1g6i<d9v|3))gvj2$5`{P^RtAQ+N1Z%Ih;Z^!_aV_y~kC#}ke~(LG^t_EaNw%&&
zSPDI!_7Ahb-i^f{xB>^s(Bk1n$>Nceco1lR{{2p;U_%dHGH9%A&j!1{vzSS`yOe;p
zzuVL{qRi~B$?C3joCT1rfgYPf7xvcJIq}MP;bbhQs~n@klT#N%HqB?%#?jOM3rj(J
zo>YpV`)_-StzfMqh(KVPKAkKq?5Gat4gSAVCd|s|NxK#oZcIr0zGf8{rL4Uzn>A?^
zm*=7QgDIx*?k~w&d@LqXame+G_bAc5!P%~`x>{AypZW5c<3}5eevy2B{Qutm5>lLq
z)sPV9-}&)la<R<{Q*ze+(i`RV`7u>_pR3|b!z_i-0a}h9OfFUZ`H4%JTlKaspIn_i
zZrD@NbV)2}Zsny-?;X-g_NIFgM!(Lk^y#zvMUR61?AmL1rw#f#%qj0G_fM=Elpf-j
z*c?CZtK9gj=S^I-oD%p?sP|-$Yaxc=_i;GJm<x}I@uNRh2)wuA(U?Zq2&1DbIJFIK
z49Db9yrls0E;#qrcOoQ^!&WjQ|3w9t1_^P_NWk`$;XHFtm+O_m+FwC8Z(c(pZ)##f
zpDS$q_)^uGquFNFn>>fG!F45vXf~KvP^kat*0E5TSicdZ&YMah$udQ&KfVa`<3C8R
zMLr)8PWmp?FaaL{?X>PKM`SgrLBivnVOy_utyk9j{XZEWhtB^6HS+0h*;K@LNOoNI
zoT05}6{km89ahPOP47_wCgXlue{r!(SFV+jk@u9-vo{6K!X{{~(``ehmbgzx`0Z>z
zM}AAz?dtfG7aI%m`A>cC%6zfphpoj|?7!JLPCqp<DR^V>E%r{{VitR6`f}Hgj;TOs
zI}8p)kIHQVEOIV1{*l73wZ!T_NM>ue^3bc`^S$z$hKs&R>Xq7wi2j?iTAlOYNr(c`
zLWNlxC)<>d-Mdp$d%Li=@^rJ;>FuJ-&;paI7}pS?hVn<M7GD%Af4Z(}j8m?C+=+b}
zV0T`zyptifGWtQGt%2{?^h0EjG3hJR<yuzc8`1V^DVZfCeKV-C*yCKCf&J}PHly;D
z%Xo1?|Hi?4!s?}x3*JsGePKx)U0%-&w%1-Yp&X)LF|96c)JG}{Z>U+;H`kpFxLcI^
z{EhjJ4x#b}m0VkJE6!>__ou2i)%hYmKoGqdIVRmn+<J7WsJY=3ZOkrfs$=L#fz50L
zcNCB>2A_#&W!3Z+&;34TDVX4_<FOCMSD$k1(j;5wNRt{uhf7AkZ4?)7>ItUK_6{BS
zt7w05LpXcqvFqy1DjnXxm@S=j9sDd&1jQ;(``6Eoyz9CiJe;7F%&NPZ!y2AgnX{(B
zzM7NBV~1!>GG#U$ei>E4kH%*8?ca`21S|ae@!XNZzPAg<edS-T>6jwNyLgl?%vWCE
z_f9kvp7swZ6~cc3IE*`R3~U!Ue6(RBw06l0SWnfH0UgsVGbB=bX=Knwjxk<TUC>88
zCtl3LRB;1$6E)55zcefUK5JL&)}rU@^yl9@6!}V^mTdai&Ib6qcVM0w6TCm6=B%$;
z6KHG#jWZj)ySF3kEnAboLk@DpNWX4zNg}_8hMhfL);t*sBJinqFRqv7cn<V9nOsum
ze_y1H@>n9MCWmiFjh_}A6#a;re<ffj-jiJTh{lcDeJN(PEV6NCO!oMxRKM1*{5)LE
zmaLEsQ|FQW&`&+_o)nM1#ljl_X2XZd8oM_XB6`@U3X$cDkwV4A8(on>^6141f%@W&
z{*H|d6CR=A;x)8_?9!~s5`sn9Q_%FOiK43ydQNmPIsBfH^yaB0gl)CGQQ>U4oaOc!
zU)%OO?Ul15=pfWQ`|lSV;<?-gH!hCg1x9s}e&1^-zh^{sD7QCq?Mn5Dn9hjREnqb$
z4|#r3E@^P9c*9#l2w#~$(aToa9Hv;QC$W;p#%-VnAKm!tF5X)Iq_UvkMq1a<{%ye%
z5jQU6s)E42-rY#l?QS6N9}tbt#bi)i)W)JKyO;eE5##j}4{4OkY<%oC6Cs6sVo>Ew
zcf$>FJI&55Bq5;rJ`<q`M{W+d-cxp9C3R~_*@;jlBFfER0%U+p7x_iX?%Wky>$oMc
z@|j5sqjD-vackHkUc4vWN#@W$D?0(FZXfXB0vV(ak#1qZYyv$1!}eGj9&mwsr64zt
zx`SUTwJ!Mn{1ken5Xwth9#h5FN~ZwK20<S=>8QPa`fDo}^2gLQkUhXB<_A>&2i;56
z=-9y3&+Qi@w<rQYRp{rv^mG?PxTNs9^==;gI;VWyy42Wr8gWpOHKB*y<Fdpbxp3TQ
zaG!PgV%q>mXCe}WJu5iufuyk!O8&aAa$6>&hy8@enNoc|35{Qm#`eWMzh3ErdOi08
zxMi%F;@Ob14M!d|-+n5#moqFJ^D6@tyhmNTh>hiOm$_7TE>fvi(nT*b9gU&xwov3x
z#pa1WTVy)ALuMcxcl#**%U8}CI&l-+eCY8OR{iq0)<lEy6@1KjpNapEt*?NJa%<bh
zK#znRr33^F5Gj#{p+rDLO1euLlpeYaKw7#%T5{-agrPg7K^%te9{Bgn_<sNQ{_A(G
zvykJ=-uv16&g;JJ{YdAn7^>o`>=z&JD8oxKOG~9cetLmf+gQo>0AVtb<W;b=ijFs`
z&nAVES6vic1egX-=BaUKoRh9E`Y@SlkjXCi)_e(-9$Qv+4~tqs8NnYl=3g{?WvhHQ
zS4m}GGB9Atil4h;xU-ZK^6>2C=gXP@85rm1yEt^vb+bcaFp@}G&1(2dF*k)s%I+<1
z+I?^|0!}<2<qG{S{z>nxa5a?=iT8Vq$}ZjQ%`HhVZ)3?n?=I^oanlv<Dn26fj2}jo
ztam*Nc%IS4Sem?USG8REJ1j0f{+r|av?=6<d%M+P<Y=sp)T@tw?)zUf6rBnD%=2oT
zh|(c3=zFL3UcvRsYf`jA;!GJ|*LXJ|v~J?GZ1HE@FOYY&#XidzRj0ZheaFaOlu!12
zS8luV0wwmVhBbd@i6f;G?`QWijVhANz=o_=@0-mMn|wyeQPd2_Cl>Ztk(_l8<I121
z(gatF&>4ZZU#6nCf|1K-|3}i{l!rWdb#;7}2x;Xv3P#Pr@1*mA`Co)DeBeegl|iK^
z90;6ca?f<yq*Y%j81btyNkonZut-TAHKcXe`6?fRA6Eyc(Git*D0<ACN0#!fo+@ew
zJ-<$#mdxKARO~L`B?*fIfmX!_Ymkh+4tUf(Q>Si3FBZ0Zzcb)z01M6xMlvLQ+O;oF
zybR}Vlq@G5twBc?#7ga+y<v2YQ#xG##9w}?ZSrr&O*}^HfD56!D4(wrpkB0n4V}C-
zr7xPQX!Mqq0MnMwa#WPy5|yW+5xzg>wsx>#eSdUgkB+&717tthD_SarAG8=tzfo7S
zWUTi|-!f4>&u7YuQ+4EoP4h7`N5!c)F7<TTk=4ej^>khRhDnj!gN$z^vDN)?^m(Q0
z1k^}|mGc<cE=0-k!>O|G4yEJ9mCN7&)*N+{e<zKgdu)TVs*dm{0->WPiz#sHkuymJ
zg||sbcZS*L?=1L2fW%VotMfe11DjCMqhED#+s9Ye4UDR8GC<KnwW(~j-AKEy&H|om
zKnESoAAeC{Z|h+}6f-4<M=3lpG2yN(%PTAUF@=!I{QAy>tcKb38e5cc+#-C4pJ&ui
zkrB|B<gz$_fDiZd*b(Ku>$2o5&G=oK7aIrmyX&cm$(5C7hrsdRy!a)oUZ>zEPmMKD
zU^lN|GQy0Fjia%(mB+q7_A`1qyP4UUyJ=ljBh5gnfsI$y(y-r;E||!=WoRJ-#~E52
zY3azR{-#sT{qV!&U397m;w5_QJem+l4aw7getdtR55fCZe5|4Ak4Imtp`>b9jF2@Y
zm{rqKN@dk*rQ|PxAwhW=$9oN%>9XRB%>FR<BS5F{>S=eo3f)T}k|lfX4c5FjyzcQ8
zDN^xn0`rWS37f=g&bpfxgowC)0nkGG(=h#(?;oRnmASyM0Xs7`U}sHXnaLGvKjH<$
z<~YQVN3KhA;Bf(nO*(;x8=XD_Q+yYrhYyTDY$P%LQ=&&!_b|py-B{7Lc`7&0%>vQ)
z<i9qeYgVsHR8o%W9q|05Ih)p`%u$a59^w06KNbRm;XHVZ%{U_KcMd5JyRW`~Yt$^K
zruGw!2;nqEVY8Z&<-7{Z=@n04_4$c)T%X@B6qw&IGJL_*<re*;x_Sni0zrY4fiE$d
zTbZkwOQl}TkHC#7O?XIp>AYU-Xy~7uvU=~_VBTBzSCMUK`?fUtSzc&jCkV%-^~`-t
zWZ1}3rH4*%DO4tz;=yo^Hwbe_vU=SB76rDR3%f`3)(!Ql<etX4XpAO9lPObRI3P}=
zh|}gpCeMfW02l$EwV}oy?;BOvRL<bzTv?!y<CJ_wF<77i#~f`dL60jY2-FBeJ1dLN
zH&iY5{?z|XjIj7b#;mJ#eTeY8Sj;EtU88bR4H~g0_E!*ccxQFfi9;#OfhVofeemyd
zYV?EIP-DcEPNmTx)R$oO1IEn)DSn9g-xI%vi}XC0+|UP_JW%UIv@zSO_!+$)5X^q)
zuLW0*uU4f?Vm|QP!Hm}96lwMMSX0p}_bwQ}EPlm6E6@e@e*4QqF;`0=jEDY4_IHNz
zY$*@dQh@(hGcq%C*v%M-otdFrG5`30+9wOWNln$Oyz7HS4?O?`ka4mH8_1F+%rbP=
zrMo+bBC5;Xaz9g#iiwF0i5OX8^Gq`&qE5RQeK@Qj$a;@ufWlPfx!s0=Sl)iN-z=})
z2lQ|S*uxxPwk{m$ga`9bw?>2r+Wp8#1%uAkU3zNGp+w+omgKZnkT-8aL~J7)oM!a)
z;VB-n5<a5Cw%@LKoJCvyU->n__&>V+zOw_!stq1_)$rj)u<Ob4a?NpCtBj<S#+>l-
z>6nk?N?}T)1qNfl;k$v^1Qw8wjSS9a4&8mS*P3J%znA!Dno9=_U`3WC+V1jke@Qqv
zym^q7{=n}MI$sBi_qN37b<<E<D6e@}#uXq16fPSFD!By(168)%S?NZ<qcu!dlJy$0
z(3oNRgPRr>%w<rmbgVG^=i7Og>ID&@ra+G6EiL_MoVU4A$E(9KlAY?{^)n`yjcltm
z0x7)IxctxGo6(MrZ~Zk!gqU+tKXpcuQFAnm0i5l_(aa_2ToHih<mY!dL|Vo1n18=P
z^kXD~&GQ`uuLLk#n7UXpmf7T=jX}pnGKaz+>70Cqmz#pLJq$d~ZU6>HyJ>D^rKVvX
zwsuH)b*ykEhuhL=b$=M15E4!*QgeP?==}Gi53^)E)VLa4Mz5_$z23z6jChneM|kdZ
z^B$auuna7DY5b_Dko&JOPvD=RkUt#;V2jLacd|^Od()h<@Q!%>q8CncHd&tTYn%Zf
z++BJg?Ry)XVFu!CPC&H0{GrrP$AX87l9B-*K&M}LVw8FQ0qi0PRWdIedg&4tBJ5gq
zV}HvS@<x@AVnRy~0`7P?sjZZi6pjA!G84~F3*^{=%4$c-A7ozxiSa<K0R;hq{LKji
zE%9|^vAS`082aGUvEH{D6eDVcZE1TZBA@cxcDnejrW<ROId_^2E8yJQ4Yt0Y+E@5Y
z$6>)BD;;dtZyij0ienR<RGTnTDPIjti>6ie2Cj}<FOrF6AH3#r#=bQMI!Q!3wnbB=
zjz*s0qPzf12lAoR)+RcvAgrbW4gNJX8Q3{^b!fi1R5sf?I1hG_X3{U*infn}@Y>5E
zu-F%`bkE=xNj5#NhuOU&J&qS{NYp%noNqtOO8>1a(SKLRsV%4GPlYLXYBEr;*E&dn
zSkAEou#oGo3Bt7+J!8<~>U<X?=eM_yD#wvuFm@s%1H`A5b0^^@bMv8dpG4m8J_x3n
zRSOj??{FY-82%A9s#$81jg?krjI7V&xE*e)8N)cx3+YKXs(8ld74Leo;&#{-2S>)8
zNS9|N&s{i`-g%r`=E#b*E?8XFz0k9jhLCCq4g{56tHSr-*IFKzVLR8b!Y<Rl|E$bX
z^^b8^3gz)c``8!Ud3<U?i2d?ijFh`?jyA%^q}F3_V`4cG{Jlx`SyutN@ziA;W-ae=
zIb_In)DR;hDe7x+s$vEY`43Qqtqk<n?_Ic3Lw`O8Yt8^yTo<A(-~NilutE_3$%FzE
z6TxcRxN2<3CjzJ=G%f@jEl$-{%<Obh0K-Ousm!b#)VM{XLqn-4m%Fk$2kA<(lI)wO
zw28ScL~H|N)WJZxuVrRRSR5TIhAr46wJbn}*>5kF$rQWXtxxK#R-_2^49;&*1um^`
zCJ9zO+yLqlP5gMWXu#Z?)4jw!?@2I>8$^@2o3kf1i)ReEWszQeB&0W>{e*gBD)uQu
zXc20D&<I<30;-f_r>8TNLR|@*1g#4Y0BFj<i;N&KGl(pKNe;%6MHo36XBw=Q_0k0-
zL#G`!G<f|weAd}ASdK3qsLuO5)s2DnU_!`pBzsmmU;BV)J+xUv2|C`d$4!m<^BDy2
z;U3^fiHj<mQ*xJRT8^!AQ9sU$)i9J3?xO2r!oktU`@2E3EVDmavj{*m`ugcz|CKEM
z{?)96tb~w7KE!#qI5&5t`9%UVkV{HmBG^z3boOa!nsm2BcgSDFTdJZgX~y|{sd%Y#
z_lcYClkwLKT4_O!h;o5v8iSD=CCr0}0f3l=vW~8q?pa2@2TBp!R&yUb&RaLh?5iJf
zq$8ULX*~AD06o*}07e)WviO=8wc?<2`q_`m%1DHe@~t`Kw&HU;BR$j!Tc8YlC3;2n
z@;LmbMO@7>7+pOLKI|cqwA-HhRhr&1msW|VRKp|Lj<I6Gzux40D(9J~*^wh8j^jkz
z^i=2;4o=UK6(~00>^G+cL*A|G1Bv=VNg02zvV_lV|7Q?vrK+vMTPSaGW}cOcCJ45G
zMZ-lW9)@t?VRjC(`pJ}4!b^9OYjL`*xk23r+;*rs^*A!lV!b6ZgD8LH!kMH{&Lo&#
z76OD)ChVAkj_biz9&~eG3YgAYGj?lx@g69O9vYc<`XAVIJUbO?ayBJqY+1Y6YeY@e
zfTB|bvhv#5E{P~yX}xQ6vNZCNp+Q}mfniPrNHsC$(8}H&I0n-y8A5L8BkPY=Nm*D1
zMsn7X(E&=KR0X*BBBR7??rE?@QK=0Fv`AZTDJv)pI79}~X~x59*G=y7m+RZ+il3=h
zqxNEv;oer4RabDfnLP`Dg>FLp(sm~%odrF{nYEj7u*vZh14uyL`LP?rnm<B#EEg&O
zWZ`bBpNe^}=8;!YO)Y^AcvEqS?Nm?lgz?qA`Z?7?x--g*Q|=Ohz7Kk)I5>47n4*yI
z(ZXUd<UI$c?z~LnX@BEd8a|PdghUSVY2jT0vXusY(=~x{!9o$iWA3OZ(zuW>*V}^%
z$8uE!xUBMdP2gFa0#61xY*jh^-$}>H#Kd$*|3&O4#T`?!H$Bf)agEaYp$&y8oqGTv
zdUIs?`^y$9@Dl0|?)r<%_<<uwCb*2I$2)D|W*I(^4HYU^59eB1XY`FYhn;zz#LEd8
z1ZBzG2l;@Fw`{`EYP@Cg2(70VdVL3deh02Aoj$Jff9%1-UkxPtFv1Kg98nPwY;z#7
zn$2#)@7{AsLc#`vD2BPLXX(v_5XEpZ&kJplIG5$e@kjGMU`l^@vNoMmyzQoPtJDMj
zy}5`N4VXfmcfUu8127(Wz<BU=1oH}|Cm@o|A-;Lk(3Q8r6bc1%LKh9lr?2&a!7EVz
zPuM+(3A>x%H8sKs8MFku0&+Idpv5?sJ^jr5=hud;^s3pTXF{*$s{i!Ib5*GN(X@o8
z$tmgTru{*E0CE`eu5$kY=Msob88GIV_RQ!+RrY>=J`10;y?w3c!J5~~f(R-P`84_8
zf3ELGRGY3*sR?IXR_(c~s6{1&eBsMSZPAc0o(v}SbLu??r|gdoJ(}RNx<zvE`|Ldq
z1oJpYBfaC7XU&~Vj8c~=%&A@1tl#-kz4xqb+?}UN9$bn@Vt`m3RLyY9A{A8g-K>sF
z3KLOZE)X9BRkTUCs2N#Pi^oCY>D=~#k(x@VZ}t8T!k>oNYja>?jaZkB%EFSV%-B*L
zWhusAd!r{X<%5x0je4(40F5;-nE;KK=dhd96`T?VuGN~)H2C0^9hruPp`}!T)RnG+
zg9qN)n1Fh_m`M27kM0J?4CK8gL^Ru67OPeZWao>5xyX3#Yk=@*1k(%1Gg%7^eoa+5
zJsfZNzP9Nu2QBUApl0}x6Dg&dskC2ggsZZC=0DpP#cpU(W-)rZi-o9^DLgz%IxYy@
z_%;ZxHM4%5DO19flopDvFYtVme~)%i^M(b$FERc(N|+}APRjm|aCWsl+U{y(-{;j7
zyP>=auDP&=;Jpi?(J6?^t4KiSf$kyUcybubZC=T8Y-8ldf(J-)gpc4N^{`<%s%%db
zlbvV5`~Eb$)BJpOwLU@JOK0o)S*@~Whsem^?@W|)5k2sH7AZ<05Gr1FTal?e;mnVX
z!o`{8*pm#s$D9QI9&yYKE_K66ab2rF_#5$sXUx<dt-<6yG9+nERc8z1%=GeY#F93W
zHHw$47>gEBMt%IJ?L;&~^43CXs55>q^IGvUeei0lD%NGgjpT&TtIT8Q#J7e%aon<H
za{X|;gbLrsgnk;>$9d|`!<w#r?P7%gGl_|ry=#-0dgHv(R-GQK*6I{gYQ5>qH+%cd
z4+-@YMMWQ2kIR&?sWQ1)w>3~VT1SsoCuQa5zdq{c*Al5iGNLw{vGUWYT7oKEr>UHx
z>fVIxoSA4WcVxY$3oo^A^#Jp~sW?(~-yy99-`~4}vuRj4t^!$1A;0uYV}J83wh2>^
z5iW=2s0ejS12kd3Phd?2XiujfLB|xgy#kMfG;3a*jvSZsi_8Y6N%or4=xkZZ;;1bR
z#htXw=+S)GdnQ(9MSFX<zCNO(BIX1R*0i)t)%6}$P>JoW-D=5C$`im<2fsg{#pF-!
zX5AG<r{jEH=IqXTZf@C|g$b}Vn7|CM+EwN-7G?%_gD>sDtJ#;XD>@+HYB6^+ZlmO^
zp*=Hsm^T4#2KvUj9)-(*p?++q9+7_-SQx$mBxVKNb|4nxx%WB>;S&9w%0zCt+o{nd
zNLaH*!n(e3)`3L2I+1XhZmE6DY_bH9BATwOo5-=};o&?7;t(5xbFVoWUC|dtyUUvW
zv{qTTcmIcpB1wF5s}ZznYw)Lx?t1zkR+I?vOuFRvkzWc{_Kww<9>yF5Gt(-5fcm^5
zDBz$*;HY+=p)vBw;+(H3QE0MT-&j0fs%j%DNyMb%B<%kk#KiK7cP)CKK1Ux(msLiM
zDthMxwUzvm3=}HW$Aos?L<Mt2TCLQMt&|t`OS1i|f2vJQ4iX*d70=Zn@GRG$sW<sQ
z!WUnn77zCvPC{wNt+yKArUobuhuzj!d(;-1Y5zVK{@bv#*`PI7S+7w5G5(Psx$ZMM
z14>OHsXwpcY!xww{e`fe7VBTdz%R!#YHH%RAa1?4U2U3-5|4O7I53dvAtTu=a<HLP
zs0HH}o2x(Ux3JveqJ}%+;ay!_Sx3Ws02-jf*x3|~dMj)Z{f2vfPL9eYxQEDLnUo<u
z<P#t9tMQdx7;S;2m0P<5i5{NM8`9gASoDYQHrnrd_q!LFeZHL}*x^8MJfY*%KdvGI
zkpP9rVFmq#pXsm67AG`kj#6O2h6oTd?2nf$YoQSk9Gv@p7~^azd~B9}JK;?nE~l_Y
ziA1dvFLJ{0Rcy#rs!PWm@-p7(v}`?H3rGMgh*m8<vl}Cq-p*Lm;6bC~riCI@MINAr
zV!&KgPVd%vUX<e7IR?L7&Ih16?+Cr%v!vpQy)4c@CcGEhTpnku@R3G6pW7)M6At&K
zfiY*UTdcS?TN%C*I{}XfUT!_!DR;eSGj?fwX2<*=sDIj0(oFS}X~*IJM*4AZj&23l
z$SsUkqJhZT9fx*rcMO!X9adQQ^=g(_Q>Evb$d<+FzW?eJFR!u1e?xPB9Gmq&dU{T|
z)a?5atzGb&T7t+6Ee9&v8c|9+5~^uO5!4Ap;AZHdXjZp9SJ~gH@57?<wM*OtM?v}D
zQ8^8mh-t=#vH)QdmA4YKfwb~ag6AJGR1J3{9n`bnd#c6&O*cdIdAKh4WS;)v4e6QW
zu2X!(F9iUA%@q3z;Mp<&8zyVXy-$2Fk`4EY=Q22#48OEnSRTpzV_LSUT&blqptH2`
zoJaiN9VRg(&)w67XO?m4&%%3%aDO%Z(ycjJ<#bqHXBeHFG=_v^j6~y<G1aXnBO>kc
zYihEwaJI&Lq=vjBe}1&cb(|{sEQ#ouy{GVbE=;m4yt^~h3o!x;w7a%-sh*yjYbV<?
ze5CusZVcg7qQe95M3?5D?A$f;>x?yj4naEFNm)Co^TgCsHg-TyI>w6K?n9McS)$#W
zup2lwWO<qY7{c$8s`s3KBF0d_yh8!Cr{Ip5hRMGt!((GPZd+#w7u&Vge>UR(f{<M>
z3DuE(rFP4+K93qyvzo(9RCaubA+rX>@(2L`pUC|fZSkRk?n)U38GF~ZMXLkL-4=Qc
zB=>cvhu84(kB`y;h<^h^tOBS1S{xU59scRuWjh;&oVs)j>H_9k5=qubuAva4WAo*W
zH2#4eQN1PPO?#rYk<`$!ZMkO6`@BJd?PRl@wvtac^CCd1ye{B)5@gdDnpP77x&Wc}
zV+80}$LT?BnNcU1?B$U7umVYL;sLrEAjjkT8MU%YT<$s}hdQYa1$O`UmzTK$Ow8S7
z*=U?_8z-6)ME|;2mXvU@`>10u)o4F@Kw10b;SZI`QI%_xz25@71P?*EQM_Ls+LO0g
z<yh0;g(6;^%GPF};cjtAESn(Jkz;JeyLtr*Wsd;*?;wBP^S3kr+%y9=g7H_ebTZrT
zumE~VEPrwEnA&wkpO8{HuF}$%YV~%!LR3MTzwr$s5=<0_F#Dqt`XjAQ-H(Q&!yzM*
z-y=>`ijpV)4HeJ&AjXi1Mys=K#h6($*BVA7!B^dP`VA|{aE|>(lQnig$Y~{tuJ_Fo
z=Z$R+NWnvZZ4)lC*30v}^uu-iooc;|`jr#?2H98k&Sb1PAn?;^f33;N5Up^&04%8x
zu#R?<n{%DtsJ^N;Fd3^V=GH86z&DQWmcY-Lc+|D2UVEfOT`KS-Y6t`cR;q1EB^&_Z
zwZX?=y4&EjDpXuWUTokwuT{=mq!l)-1~ReyPNC9OQ&r8-oAyjDY&f9!@T+Fr;eLNC
za4pi&Rv@BAn_hwoC`kO~iFNKA>WOZ$UYJG1Crm*{6abtkn!FF}_DySkHMKrZ#f5gV
zVOv3i^(x8&?Q(!`8+{xt@s?}O2aJ*VCs+j<7@N%rzpEPi$_k*34r?FSR@x`^0JPx3
zQ&bTH-fK$Wfry8XPET7wLe`?9$aY-z|IH?QCD#jfP2UG&g>R1KPvtC#?KY+mo*U14
zH5R}U1tdI9_n%Ya-jKPkl%CgMp9Ta$Z)6ay<7=ch@JD86(Ks_$#6Rb*0Cw;u$}gD9
zRA>cNBY~+3?p13qtyB@z4hL`p0}Dzw)-3hnvbOY&$kDEkgkbk9B94+XD@C>NSD`=g
zX+p>+7Jogf=MYY&L5?qu(j@JDxdB2?JS(DR0Kd~a0Rs{pH)T^Dt_(1KM)O;G>reQ5
ztIcb!UO6=0t7W4Rc?AHK)4}O%kQN}eg~C#A5nGhI;~Gb+sc*=Wdaw*Gg+uvC^^E9U
zMJ9{Es;ydJogj2Qeu2W2s49Vi{215O%Z!i53#QgGgy7v@?AA;CP8>p+LpyhvkH%*C
z3c0M_2S-1f0riWLFL%M|eRso#N%~WVfZ?eI+#-?1hmC=2L=9QAdLHq}r#7)LIT3Ls
z27&=Xr$&890CO;<Mgg~_V|>U*!O{dFV{Q|*aE0$+9c);=`G~O{EC)X8;4Z^PWbGWk
zoUyS)R(jLNXZ%}lgYPM3YSG48Lju-F$jE-wrw;>Z(BRWPI!SpSBMYjU=;y-5sn^yu
zK5MH3lx-}3CTCcl7KH5g-~VZo%+*topV^Iwk(IPf$`xMzRcr{@1|4ZDG#aS`EIzH!
zn?ca*AW*9WhC&jfRJK6;e3;&VEx$SAJj_|+vKa>gGTdjErwX}9Ez#7dtQ@7A$R&9m
z;3NFf(O>-QJ8TaCU$W!-Ecmn`&E?)BYPa>*ge!C14kT4Sm-R&6l%rn8yUj_1oUna_
z@mjgr4yYA<yGf!5p5YL)tAbYOT|LAH<u#&Pep>qjty^mXF|?KtJncVIdS{<*9Kc3o
zp=|LXi+D@$@zn@=fXTif`^m-_E9)phP7mZ}8w(MJPF18UaE}UsFwt+?ZVJEVFn*Yn
zV7LEPhBep`i-~#Rc#nR33{K3a2@q;cttr4;AQM082tY*?q;(cP?KbuYlKu_!h7yBx
za;ai#B6}5J-bQdgTC2Ai%xSGev;Ya$Ue{w2e7W@MaCo#*Fum{@9;*Q0%TZEc*7fCO
z>Fr};5tE}jBSi0hHTtBmR?BwEX;VqI5f7M<D@jQ@H5(!1+-JU=GLj!}YTM1GLJm6?
zY8HJNMljCRP&S#%+XG#Jns>vfK27BZ$@EiIko;aDIzE8S4f$~1R)Ogn1Ce>$VAoEU
z1Sq&Vp1n)h;4kcnJk5_#;VewqrV)dBJ8OgWr?q@X-m|F&#YNXWfC@F^`o)J_4Lym8
zXkRVC4;kpmqfxNuJQHh6;Bfg4g0wblk?koacnn=ze|PfCVJ?xs-+VI>pzq$2)Ly@B
zbWRGE4qzg#;)Dw(!?yP`P5bZqw63E?3dai@B~|HPx$O4aj1%#y_9Z|TD5U4gN`CaC
zW``F2(T3KT=pOvwv6{4mgrrAClCWE%sT&RLN$4M;YXRailHP&kWey;da92`8ttbQP
z)U~Bo2gBERQ}Sr1k29iSv%uIH$_N{IN3$5`h=Q*jlVieFKW^U2y!<i{tyWD4LHD3-
zNAk+%=Bdc1+y0^`H}lzga<jgAHsl7;sw~|03!~Bvi@`-%08W5ESiZ2cx}j1Y6Vn^;
zq|)HkDmtJVx)Q0>4kFf+9D*n$?~&dQbUq|>*2OVw8<Zeu?oFnIrc5@$j}P8}QHU(x
zzgLiO0nBxq)Yo)r{Pros9!JTh5IpzX{Ib`VF5@RP7ljCnAD^EK;ic}31p(2<>~Q4X
znl^NlQM1-jtq*qXXmw>}C_Gb(%Xs(2u)_Vd^Sx{|#_Y|2J=KYZEFP8pjGmXLSQK-}
zY;?>Q$W$oqXWW{-8cy!5R9v)JDLXA`Ffkq?L<|E1KVdPs=ceOT$Sfqk0B@aP-!#JE
z6uAWL8ElmWO}#k6*yw?VY<4^?0BBc6c513dD4@o2HbTpgPeDoyG-|aD8FA1{E103<
zc9;-i__GQd-hhm`Fd3S=nUerRbN&>-VnZ=@-Fc$HqX6%~sGlVR5v`RnzP{G~_IZa0
z`TTtbT294Eojv;A#DgEv1;4Bya<j7FM1@bCOTlO$s&d%z@k1VYsRMuvsQaA@DEKjN
za2Br#Vm)(>qVKxREmvieAfW6p{~+D>U=*EhRSIvHB*!(5I3(7^L!jTlU=d)jjQ&F(
z*TZUh3o9#769dw69V;z9N9DQbg8U6_@Wvo%r<uJH6Fo0q<kJ@~qf$9g{nyCXP;FG)
zXUXIvgUHa#zSD8vGM7DFP#={7sKAT4Gf-tT74e#J0GF7|6Ju4D%wL=&S3gd4Vyey<
z7O(Z|fVR<9Nw4<UMrB**njbR(nOUDo_S#CT?`rtvndFC=K{JSAA2)Zo#ql=Nj4M1a
zxAus1*cK<ruInDFc9nuGx&{d3iWZY+<G61|D$$N8NRBfC+&m8<%T0ar^(2UG*EZK0
z^S5-)$m@4DHKm3g%d@EtU+}bcmgIpWMBSYGK6i0QJ>${uUSF$Uk9_S-hb)n9{62Sn
zNR2M`dJ|!fN?lso5BZNx707S`0zPS0TE%QOAV{g5T2NV!ub5LnepFuU?@90f+@oEK
zPN~ahwsw9Qb9u}@TwIb{QX-=#WStuyFFcj9Qq<~uPwu+=pR(b0<N>d0UO~YyW{YgG
zTQoK{n@VHc27E`eYW{Q<O7;WZ^{cBhwSJzb^C#$;m{}P|sK=9Y8U>Gv(OY<gyLNy;
z2=h=g=Xu&~xvYwOj{%Whyn6=@*eNN+2mcPJ^(CccC!YdQ04MQx8a4Hf%iV{?ytC@*
zLT(A%(5@G#4;Q5IJkTQKYfv0>hE`X+C(5g;dJC#k<LkA01BXdxGVrc=-TJQmR%ZEd
zIzlQ{V;+Kkmzee9(nKze(Zze<AF%b87n^03PSCZJevw9HB9U{^=%FTm-S|cs6_sU5
zj;heYn$=sww%Ulaz}v$y4O|bGmq4N>XF0yvW$?&Lz<BZb2XnI_Uuwc%4UhBL;d7bx
zA@>a-s$>!)vx7NP)^1YG`b`e^j+M{Xbb-tACCnQNAf4iJd>`Cw1eSnJlLhmut92wK
znuAg<kC*Tdei8?k#{MHWGBT0Xco9XP#-X6D{!KLwx>fJhZ9sWH<3+MNp`jFStkFTu
z(E*G$)sN=lg}qh0)l*WSTad9tp#R%di&o%-<}GFt67e2Lp!0cPgGd0DjkXRnXo3>Z
zKYDsm?hR{Bbe!uv9VSUI>bB)!fsPfou`Yv%nbAPS95_@rgcmfP=Cb=GM#LolIwVl7
zMi&;Fme94G>;t!v$<EVcP&hinh6VX``RWB9&~ozNNRH1Sa@N^C7_;x6vH#AZzS46!
zga7~S#F&H*xg=A$APxQPR>wQc<Lpp-kw|r6qtl%%`&ox}MSj?DgIC>C@{}c*yKz9W
z^E-vHel&vo1lScEn##uNUWYH&zO+K|d`#j(3_2a2)%MFinM5N@>S>RdC-+L4JLmAN
z7Jm1qBDGJ>UAi24HWu}yOLo{@mhG3+04n^e-mOtnOJJfB1QJG3oL(yAU|@|qs~Wi>
zxA)xCwy6&LBKu?wt)2<o6p=TXKoM;3T{(v-$y4W@!16JC5@!OeVZyztNcV2@bTBh5
zjn_4ucYzqid&u7zjV$?p+B~|A7@LgX^x;UtV<Qd4lV5aa&cr&rGyS&i6%NS=u5-c6
z6xI|G`M5VnlyMjL9T*~J5WiL%RpW-Lt+M8ZRma!*EML{Y<WG7mj<~z_51woF37M8$
zoQ_EH*P~CA_K!RInAKfE@A^<_?Rw6v1eY9_{IuvSI8NB}Z(olteS<(97aP$^y4!wx
zGo~z(_1>iPR8T{Rfw~wDPae1G<jSMUSEaR1TOMC8G1~QrkmAW+Ky=25$WMm%adV(t
z5t>Zhj9KB?0$?@pSN(B)E;V~DJx*gr6zhFa-7oW;wrDIqAobBc{+kLm1uuI0Lz!^l
zPn|AjMgD7_VJkAwB|+XDw7lywNYy$h5;x5i%9>mf#Z1Lf9YP$KYjo_gI?HW$B3PS}
z<4!8&NN?}dPbJ{iv5IoogEC0xBBT*+ED>vn-3f<MlT+@_eODyp;yBC|b)bUX1aeOa
zuoq3OFG(|9QsPM6KC_bZcHf;T>pm!vvWnVLYzl~I<dN%pva|PFS?+1cU7e}5k^}Z9
z5P5f(xg=O-4$P0Zfv8W=K76y<v_Ve9qYlmQYI^)v-eW#;NJDILGA52{yEmT{Q<=^j
z`(VZ+YwM3F<*V)p(9`X+EIDD%f^ZfI=qV}9;maMLZ0J!90TK-eYk}#^T0#dNz~`WU
zfc_;FzG;i~Q{*#+7}h6Ni;$gm+Y+I)UE5v<cqx=RJCQTt*oC9t9AHrWN<84E*E2Qx
zU*z49?>$3*CNrzexmEL7GwBgWh)Da<K-6hH$|ffcKtZ??G)tg&L579XEbehIO64x=
z7D+Ad>vLzG7@scXwB`As-ssidceVXWP9kioKK?T@KF6U#7x9i1iYVuezKA~cT!aIM
zXL8TEpoT}^BBw@h=GmSR!{`>2I5Ru)>?NBPtzj07VY24cv;GL=n!&R~*Dm#5FJqr9
z8H(6SOOShP;fbR&HNgFP;K2!VRo>gI2c2RW$l`1=>2Q-oA$sfay7f!pjJb>T#h_#X
z`#-b?fU{hh*x{DQrPX}veE%et-7p@oo#~dBP`fV3+aey9I98FXYr3YUG0)D%MOKa)
z&rE0(tF`to%T0P>P57idd+T=Z^tx>W8}{v|q5QLOx?Vn~+y%OCJ?CzBZSXLJJDdSl
zIi0(=arEV$tA9^h{0=-8CY++dLi#jtarfVvJki4?%s*o@uQhfcz-7%T{FN8^wV==~
zNz1Km-B>P{oyY+YSYTi6us%}l-+y95=3S;c)-Mp={SVX5&+EVSht7;3CJXfRD*y0o
zR4u()@n^sUpWar6n6nRM{)g;GK|RPD!8n|T@Da0<U3BFQEga}}ByTuqR2&IOI>Ue(
z3hu0){!F!VyOo-KOs?)Fd*bNc7?UgW?;S<XIzxhmLdI|LNr*O^mbTW`JW6S#&J8+i
zuq@JODc+smg8z4;3_v`dVDkm4w^PznqPh>$!69L|02RE7CKN`{&wP`zhIz$C2&v@{
zIDOGw{kb!iS75|8@wQ7A;5F(z!L(|Y8g%r`F&q?uLZ)ezK;mk#wMxvQqc;q&feMKC
zUZ=R%VUm>p?A17|=H-+l7f8EFjNKfsm$KqGJwGY!TDxv%K0QIns@1@~ftc(~>oW2s
zEd{p^*zjVGZM*7%`(b^#eiHKDYq2zxRhslyjo`LWdqYZ_6o<pHQnzGkU50PgVt$8%
zfH*-RH2%N(Nx)uWo7<eV8ykemjj6f`YNWE<7JiEGdWzi7v%h8&qI@(K$W~Dhu&E4d
z1uFqmwzq1gYOngsr}UU7XSH_Pz#TUls{Me=(T6Rr*`hl@d8YyVpcomL(6PgtSFJ$E
zCto8HGkL-P2YR(y`R%`N)zs(;5EK8?%K;8`^KZH2U;hlJYqvJxy=FL_+mMg$IfaD-
zA=GC<+6hCzy;)<+G#_7pVE3wGWS^n|PTk|A6x6XHW9GaA>dddq#a>La-yhR90i;J3
zL)M(Xrc&QsZa6LssLWi{Z87<WrBY?4!8663eTLA6V}xxhl}*-WogCe%OC@C`y3fHm
z=|u%#RG4><6}1pTZ;~qfSDglwSa9Z_VFX<G`TN(j1(y!I#?hjVynahq;%*f`As;P_
zcssYNi{@9UX=BFzVaw_!*eCegci^jXe^>R`SH&EaU5lwS2rJK)s)L*W^UE{rR$goM
z-5-RY1ycWoxm4KU7B*a|x`%PDL<F?cl9uCJm@3KfTaD01PzMKeS22!u5W4>b$NhU<
zo%&hANw66);N$?N49RWUDoMYYSuQlES>9oKb?11mNaXfBL7iNa^~)&RIk(GcIMc<>
zgl#Q*-d_7wurV+27>S`6@QndYI{K%9*zGd}s6Z`TNeEPTCFvow-sg+ZtDXa8FxlpL
z)4*&0e;R+hsxpZ(D9)i{AU;ZLMM&J%HWk2$0LI|85u?DFe+61CnAq5&f95}BMgvNZ
z!2vpBcbVP9s9d#h(g5OX&1cN>S?6}1aWBqqBCy4QSsn#U&*ZFaAJk3)60##b1ui9!
zCTyFYFgs}ai!PYXVvM)}I8OKd>yhhUsD9%l`i<X;Eiyy^fjAPJFV@~Ph_br#=Xy`_
zO`Ikg%;w4m(GJUBqO#G9hrqiVwuan&y_Pr%b#f2p9M>nZZ4E7NJF|?U3K!{_)2G#q
zNXf|ou?@ppyC00LZoFHW7tWn4ngZyT6r?*sBGkD0IgURNY3*Mn^!c9Lsfl{<V2NnD
zsOa6=Kj4CC41ac>7#H^n=p3idA<>YV47}-WzXNn&vN}%+wHQqy^RvJQ*wzkKjE$m2
zYUrlf7zQHmt=zB@zJ@cMRZuPlN?KAkH>09HI7-9}OBY3xp&{U=+k3G<EZmJ+CNx<!
z8dM}{0n30yuUNB!c`%vV5&nv{Qb6teWU*iB&J8}L3SEY9EPlNNy*fEEO3JVA=v<Y$
z`TZrcmPCY>DKsh)&EmtD=lj7J*^qn^QZTryGR0WB`@q$Z@9;+HOtIq@gPUN~l45ln
z;e$rI9Z1;wp3Qr}65#`)_u#jO^+e7r!xYMZ#9rCg!^F672zX7MSW6iiM5UBY&s>4&
zq;X#am>HLqHa2=*#zY(L8D6rl0gX-;zD=07+>rQblFXZP8*&A9HvgFra$W@ZvwXVt
zoNfTn(EnS%Ll+cR17brKsO0MJtdD4W)AAo626L+CpXI5381D!JTmYN0p`l0Rm8Iy0
zd`Ij&CL`Mo=-ypy#+245sPy*V=ZQZjCqNA0{rh+dT!qtQdOL~Z^%mRocQk8Sawq9H
z^XJ`O*CMT7-4-l|b;zJAHigG2(Ax1(BN%JltENcf?n;ZESTr>p_%p0IixXoY8j|-s
z@O^f%nwph<{00=^Hrq=^`NNZV4?Swxar#IvORbJh!`91v#{Y@kKV8d%4oRhhCHtVx
zreq|+D*lpMOm7@+Wy&T{0fI8M)xXy|vQ{kdV5~MJPIEf2$G2%MAihiJ(@Rh9MmyKP
zr|0)30DpA0`PGtK#OCg&a8&SnE4yo(5gU^V==B~R_Fss6Mtu)ovIj4`u{-~OE(nM%
z!N<%xOA6v$I{>ib&Jc4pY^3OW#U^yK!E>APqr0n9vn#a=U1^D;!rOl_5ncG-0{i2v
z+haFrKV<Z9JQ%IFe3xk#5tlIHeU`arpSUvNKr7F4!)Wyc5wlt%9m+x7O6q#Za^n63
zbYc~?V~GV^2j4zw9uK|(feih0#*I3*s1(Bh7QW6dl__plhjQe-Lh!l)18}7TP6*bB
ziq$i_naPU*Eao_SWyk>C5@pRmb#0z{2Bnc5`6+@$t3d^%h`iLTDxXBH2GJseRp4BJ
z26As&ssN5Dc*N$-SN4Fa2mcjJ@9LRrh?Dp@D&;^toVwfc`tHW0Y0OFwk{BFF)Td9t
zN}_EX){J;86g_l3`t0hl^AnH_k6)t6`Wj@DHU2$!-+5O~)_c;$w?%bbXm+-H%b+n0
z&;3><8MqB8Ms5F^B5JqaHbVOdpGXat$W_862UCUTYgf0El}+`tb~*dN{N^A&qU5dc
zjeBJdG>Hrl9v#)cft;-=yFDm>EVo<$&@ez|xV!zBcI6ZPZEosTC`j+Ha)T9gz(V~2
z?v?26-N2wUMCh9mI)_*xMngEm3fc_!eq#nbPCyGhyuoJW-}*|k&ls(^HtXtE5F&u4
z0Tuo%3Btjdzyhbm>7n-vz3OTKHyg;yl~Cc+)IJffc<?DqP3Hfek6}dn=xT&9w%-11
z9MDX4YU8<VUa*0Qb22gp(2W&;1r-jon2CkuEmb2S7_?^Lggn{|6t1%jt5l_=QvWus
z+pu7)V~T*o?gNi1XAIxGsV&*_)G*0o>>>KI=H_>#39sVlV{QUzLWH1NY*2>HfV2w2
zA!*R_nbDH=9SxmI+7|5Yz5_@sz^!q-4Ka!T@$`t)wepoE*=WO7UzKHk!ue;&iy#tG
zT>D5mX*{|E#&9P5Ox??K>y$@1&-Ed3_K_s7GjE?{J1BU2jXvJW*FB<fd!LFX4u9mD
zy+c5T2CVcy&(NdIb74`@3s7#?)D%#rtUNhhpENZ)T<0X9zgA~DURWz5SyT>S^b6y5
zSeYa0nbc6zMO1ErTXdgbl7|f)a#AfC^IvvlVxInhd!PgSGi+s=O?K#b5RmcFY_~_Q
z<`;H4o+mP3V_8X<RJ64GFy5F9EvYyT`wL<R=*|J;L>Q2Pj#5DE-v4b+yEe+JmIqos
z(Tq=z8iUYRq3hXjFZ&$KZ5)Gll098=blpGr03DS2H9nFXuzMHO2<-bCi<B?ze({l#
zJpWuO0FDiv@-|_c4IGAS)AzGQyk5uQ9{((yk##+7%Z$G~#RCN#XkW||B(F%VdYgo3
zfli~emJ`?N&YX5u_`8eFr&3-Xw*I;&XG}sid;B4cC3HDCIkKcelj;AM2<;D?osN2G
z8$o>6(6^f$9?GFl(}v~37zi3pF!iWBv#K@d5qfcZ!+Zi}s;ikBqo;)i?;vMEQh;SB
zag$UPL}N&#$VEbGWZ&NJz?79yulzBTeV?Op7`;@mYypT&K=Xlc1-MS+RcN6qKj-yY
zbYI5>h7<@|H!*?AH#!hvj`YpQf?D)6$b&RW05t?mmj<TGSzP?ycN*h=+JD9-XyzrT
z?zZS7zyC`s4|<tsf4};Rrle#H9<^#wvmR)JP(iI{lLL2kO9*rf{l{DfdNqTmc@gfg
z$o}}?*PPngd1*F4^uJS49+j_7#ze3BG_tCJ4mHzc9?`~p0X^ePP?f9hviH);8lTlH
zNa+!h{OG+0P6}N{dfem(0?Oe(y>8_$-MZka{I~UPN6)D{iSh99M<ymPP*?~CE5ngW
z*+}3%+9U^EMdav1CfC&{MCj^fy%2pdEKdc~n?|V|tTf+sh;!c9;C5X+k>96v@*FLe
zAk*)X_d1MU-9#m1$x>y^UH0?Jz)vp0RX@&3qf0lod1a4YA7vPmyrC$8#{|DOVlK)4
z^!4*YvBPhf9dGZvefxr^#E40(VqGKpy%}Ss1Fw#G!jndkqVqTA!%@GD>QWF3AOFm{
zZB7;as^dq*61cfpb}Zu!vVZ;hm4K|91-wAz(N!GhD*ky1hr1&d+<JBN99MI4D2~@w
zsMkdtsNP=NDl7a#KUaq@xv8V{h#V%=w%SX+y_S}Iqf(MA?BOvYMe?=0+Tu{=^Xs_%
z?SUOI{yio9{DMrDQZNITew>6j_yZgHvFf*0nVjCP<(ZcLuL8{wNgSWU`m;mYhTxze
zmNILNTOvJf<Z>Y_MP&<rW?r*s+FrFJJNi@}rR<P+m10p?*XZ=o<7FHiC#Rb-2}8*e
z(a{sXG(|HPhf=}lCkB6KDYMkLbu(lZ{A%=qBT9qsqW{|Zw9~a5a|*LP$LC}{>sL+V
z3RcXXEE|}ym^_1g84Yx8>FeXuO_Z1F{g?V<kBqxJQ(9VtLQNUfSRv960`2-5V#M+O
zJxf^R&p3_$J<~|xW+<+7sDFs4(V;REcb~TVrzAJnV~#f=l?lpC`BEDT$jzsacqu%u
z<gaXq_11usEwMjFg7m5NIy;BrN=z!pd;MA+U5e)Xcj9WaDw7`z3zKqYJH1d>zuMAr
zS6q^V?_f3RV`HOq7_79o_;(NboCwuT?tnjo%w%MDt7?BehVaC(#S`DMp{KhqaHs=E
zNe-H6H{Ne||8@VuQ^HFj5|8c4Gu+478!bcCTP>}<q7I3VipyALlXY+2o_=+CVOgH&
z+XF6Yosy7zu8ukzZ{1z44{!%>S0D|K7>0t|Q@?g_74@LyBW=9QMc|%a=$zQxX1Rpq
zLk@hWO-Tdz?7!Nz6d!+$N*mauxc-B;PeR?zl96e=INT{vY@^9=?9wd`A517KlNr48
zRYujdrbK;QLu-#70!EZQ7NJK!OMR9~=>vCmC@&C1YCQZ<cu4)Y?coryGRu}fjgIBJ
zu2`Nl!?>t?7E<Aa5@J2iU7oAmRe>R5XqghH{Lkt-65pr3HF~5Jhs!LTv%)9-WC_T!
z<3{7hrEJ=?NEm00Q(?$pYl0}ilR`|QpY%+H9to&O&QM-SODEBK^(uPhAMp%{a{*a#
z@ko(q^f8O?`~C^;TKXO5XEvIjw(?Z`73)KGLN}t>mQ+KhhxR3HZb`WYuP<-3&8~ed
zGu-JS{-NBAPpzp+Mx7~6g4BNYtt0X&33fo*{|p%NAy0o{$PlPSz(ZD6;<L+!VAM_P
z)}c26&o=TFW47Fy$9(5JDLxgriG7Pq3}J7L4-8R!cj!2l_V{1)Rv~d46EKIt8@UT@
z-+Rgr#Eylf>N=%@C|cAVSFbp3*4~z=xw}=C`-K+KcvJEw)!^V$KVk&U!ttb^I?s{L
zph8*8fXQ*^GX51Dj!C{|DP4vbHm)Bs{CmHT))s@J_KFkjLQ-PtHqFiY<M?gt7B9)c
zUc~?1W<l;BN@NH&zchpT5}?Br`GIP!MNp@IT2ko0OAO=13S?fJp1Cg$PZON3Il9Ws
zo7fh=<!Yb8LH+#qu9(9!*?w86l4TXSWi_i#qorMsy5~!)pC4XQ4Bfn_1+!#OU~N&C
zQnsT?k?WER*tcpy_xqm<YGDgq2c|!?IB`-u2mV>^0_QJ5DHtg8b07C+k%=vvx|Wm#
zd@vrEk<=sJqg~OAb%b!EhPsjaZ#!JmR^mH%%$qm@fi!>JRZdO3Nh26?hx&8J19A8h
zLwNEUpXZ+|T{o&y)hgp-xoXN+)Rq4+H;=o=|A9QZXY)o}M8OK5rtt^Xtk~}QMEyfJ
zKYnzg2ttqn0j;KGTXEim+eh=qze%i%-tFG9f7&I4m%!@edtS0k!wX~ItI@M1iDWq1
zl2!=pPD~NowA^!@wY#KX>JqXGi5N$`otUfq6oUMm{y2t`?$M(zqQ4uU)?4}J;ct`c
z7In)E5WKM2%nT#_%Y~^4uVbF|jr<+YnAKx5{cEo?eaq$VEVD67`}Ak6|NMQY;B6ON
z!{L6x@KI0xdDq8tyukCrPhBU)SuI&lY01m4cfx)$tqbi(vBD5JMN3A*uNaj^9x*q1
z)a<$?@1AlhPq>ln+ZuSy;ZZ7$k64t?ZUVz?6ofT73JtRx>VyeSy1=rUJO)#yXKxxJ
z8mL|?8KoH}bRD}G5KT;K_=mh|dyepH9IXDJGLo~&1__XRoq4Jip8tbweJ%a^(@mjW
zrX>dtA|1VK^Td{Du9~OTyYb7J_!1{VtedelPhyylO>O}Z|7+(I8kp4f+mp@|-sX)?
z$0o}BTK<-O>@m*$#Rr~l9PywheuO4@GbGJW;nw?EC}~B7s&geuD=j_tOUpB)nsz)M
z83*gHW1(K1a8lD-;$pw&^;scT@7xJ%eus4ylqi@SMPlQ9-y6{GuOTlpR6@lJcg_ke
ztM1<o`8A4ScYpi%dNh=rI<RbhI_hnr;N?Hvh<XO_Ovc7YCk+nSGwG-=Srnp=4p}*j
zaie^FCJ}iV`|M{jv`6DSnTqt7xkQ)FjnO(g^usNCb)tByX62r^<{jdgPf?crY5kIG
z#qPZnWmdX(rc{YqG6oCOjpDvC$S)N+FH5l`&$j(GjnveV_L=5I&`6%rf%geM>|gAZ
zw%s$iOg6df@RS*M2}n@WTC#x1UwSo=+Srwht_k^n{Tg)36yqntUKvZ*K0MdBT2i7s
z-Tg60G5!(p8PQz(#pg-`OG}?4h)Sy;>a=+%+$&i&SWxO?ap~c^lku&%Hepi=3XPXr
zdXaI@Pgrloj0b&BG=5_n6FwY$9<9b=QPI+Oe`sHj^v`MCn^zyA6x&WveQPd5`*oy8
zdp(x@`Dqso{ug`Eks02loM@3wJO67yu5w%6`x;?NlO{3zU{K*Jo<xD_(sbtA_cKsJ
zc3Z}ki7dS6zO6pgYZ-ObXgsvv>M8!Pu(3b~3DE`8&bi0p#P}WQY(T@d3XN|cj4XJ*
zM8fT+u&FSxr<zF6Mv?t}FF<qMY|Wl=Qz*cVHca~8u4TNcs)<{*BH-9l4Y9|LyE;}(
z`RAE%4@V$@uDY`z&sJT4^my{37xazcx~X;RT)%_^%g|?Y{M+9p5tKhvJJlRW>cg6B
zx>(ZQ*Zi{V9_d`hi+r~61ajkl$rA4FLG(j@`fDI=Dyl^Eka4guGJ==2j}xLJsD@dN
zeb-8|CqeHSA!NuwYb`e5jIU5@sgO}iz}7bkj<-0FNm=z7yT9ZM_}WxOkDg2T`<s93
ztm=7i=Z=EsUkyxku+k%~y{z#Up0NxJd3inRO)#-3&AYWiOSBTM30NES4ha_(|Ec8r
z^Jjhet#;iZN%tSLyv|nFOn^`U*I3;I`6Va%3BAgMPyt#CXS7JF6W!3FV&1Z~k2a7$
z-a;yJKBcBtfCEe26bfo@--y}S0xX)@AA%;b7DVz+l7q#sznO;ltCuZaA7ev4h6Mae
zV|Dwhyo^K~jv6@AA79?RQ=CVd)10BexTH6+CXI<ii%Qzrh3_GYAWbIfq=gYF@BWgh
zV&ismn9|W5^>%8M+lc7s8{ss=FnuJ&o1o-ksyVMwQpXBaO$sG4!R281ZzlxV>h${F
zF6HARzDdMy8Z9zG`nj{^w%#_Hom=KU!YTV~M|LjpCWOo7Wx9ta@gd8C$!_kOdd7l^
zN}T$Z-7!eC18BXZ2MY4_$H1ur%!k!WyDjE%7403QY8D5+U&u@w2tFQ0X?~ZCp`0j7
z6Uk7-9~|s>;m&VL`-;#U&r1*7v!E5r!3Y~-JS+Z$mzzk7I9hA5gBFXue`yg`_z=~Z
z_nPU4Hd9}5qT!z-OSIk_!m*wQuRyn8==czB2u#^GKonZ~cB{s5iGt_SmefFgX|O`#
zc|*z+AqT_e!<R6v;tLigwe43Cr_17!ce;S6Jgj^q4u62LBmCHCLYc0YDhj?cOf;A#
zg*&LwAuj0k5MD9!kPo_f$D(1`&)^#6cXxiG!Qze=Ne#!>E4Lb(h)QeBq0@^!K|^D)
zZS|F~N&*llv&wOCJdZa~AT{+RH8rLn_j!3sKwyI<<_$3Yxqk&OY~KY&_M~sNpCj-M
zosgKn2+?KWjMvPU^v~R`j(I-)emoz2a81t@E|MjlEY|ADy=x8ifO2?xp6M??X%wg&
zKv>jNWGu&l3H#H3(^GyX@XJD#b5TchwlCM3l2P~}`iU2o9urf42Jz<iVr;zm$kxf;
zJ9FeJTUx~Y29gfE)H6=Y=~1!4l(FFLKnaASO7VM7Cq6!P5DC0`ARFedFzmGCr=eqD
znVw*6jQ?xv&G1tEVf&Cn%JiAZa@1oHp0VhTo(`swYNKPW4VcQntX6d(ED`)0REQ$F
zsL1*H^{RjnQSi_M|9NP_bro`|3Z3=|`8hIbpCE5wA2-~@Y_?Z)l<{_3ZhEYxzjKiX
z``aOtSV?Q>%Pq!8Ynl`U+n~P@$mEoxG9k!Rt{GGOTAnLPwv9E-E=H53j9~op&B1?e
zAKv}%N3~Rkv5;LlTxE)i?`}~@1}T_aqRW@L%c_8V2l^VPoDf2hqt8*9$_`u{FGXMi
zfw|4XX3CZMD^GpW*6K^_!nafOyFO+{+15C*;ce9^NjMMyN%?H@5Q2k_8Y!|>Wk1{e
z{w*}f-qG|$l1~33Jbi`Vi29|Ka4X1CicjIQXu})G!W3N^Bet{knf%@u?4#UPgc}iy
z;lk#s_rx*DAp4Imc3b``6NW~Vx^>@L`{j8{<$xZ^;9?z(Lh(LQmnubm;v<jsO<<co
zWtu+SK`eOfz%SNp>}_An9a$Q-bVLK~zV$Ugsy&UAq3FU-7}6MXzB$c{S8#q<!L%~n
z(jmmmjEI$>$b0WiMI+?@xi(KMY*W65AtKl<{cD%CHM1;&j7v^;X}KY!w48uS4WIte
zBc^+Q4GfuS9ILyBQI)+2Ueu?m{?Gh1P=>pWAF98a-nq3hQGw^FIdJXv?J=+fe~@$;
zjO^>EKQAX<U(esSlb5Ae+%%NnuPj24n07Wdl~_6Na@{_#z$H1+9I8)S_fZ-0DBXql
z(MK<I_w;-UCe%xQ3}*i4vJwPskJ8>z3IDjGnlBJ|GA!U9^3pZ@TdZ$EZQ(*k&e;!=
z-#(!?xy60#Xwc6dk3!9@%+=rSigF~TZu=fZXw!Ppcu5MRApm)SGP{0b_fi22`01~=
ze234n77{x_Lf1uV6FnIaA_hrQ%&}eU5kvb+B=XI^Cyb1zV1+0rQfoWhYF%WvBoR50
zTQX1Q3)9BzAZBDnI=cJZmeE+5oByj`cac-|WMfv<U&C7C143SElF@{D2T#G~7e}9$
znJHc=eNyh1U7Nn5ZnQ|_*JjWf(mk<ls5ht(^r^m{n*<q`X85lHyG}i22)kibKOOK<
zqJOo<zwABb7vns+rC}nf)}e4tXpj!DtZqcpEwpFWO~8_Q)Qq=(33Cq%-hT{Ipe2wO
z@49T+{-M1S=R?jGKK~yx@IUJedrh}8n0do-olq3!Wa%Fw*0#^bMTS0Cfur<+Y8{n)
z?P+31M^&)BadF27o<XQ8{yISd%NyTWobiCqXgIXh-4$R!Ea6f!-}VwA2MW+M*Pr>*
zFwC)I8UJBK@MrCY?Q*zri7h3Jab<elcCVJ_sCXKIa1!zli^}|@%mi`;V3(f$J(Ig`
zjh2M_)D>5RYDd3_w~!kLNq`4DyFJ_9=P|ypf&3!sv6`xBtOpE(Ou>xfEz)a3gGF)_
zg9^G4YPL~o{86<XU0X|^`dCA{L}#l!ws5;yu7#C$0IxB$@2o2knRRA<3avP|3%f@|
zBmVelhcrf+)0?1F829`$pC!|5FyrcN>RM(99%;+cfO=1&*T2_<C%^uVbjVj9xrT2F
zH3*Yv`7#~SgbbA5Mt*;lmR|RYN+Lp7IcFu<YfBOU7LcD;ySQ|!cS*P{BC&Gu)W(Di
zZ7j_H4^>|omQ~wyjUXThNOyO4H%LiJcbC#7Atl}2(jg(;Al+Sxw4`*Sl+<@#a6iZK
ze*gHRd!I2gYt~w`uf80E^OGr@j(q(Q*}VL>#GtX9^W8B#Si*s3c}0VCp#SP;X;mxv
z>F+m)UiDY3Gd?Ses}`=<g@ePTC*NH%nTI{O*ed?#1*n$AYOON)rClB)Cs|bby`<RG
zYPf4&J9y*v`mKEWjKP0vd#aFi-CbSy_UadX*CV-C*?vqI7UNlgea45$5s+<yz>;k2
zzn=mEK!+w#8JSs+!!ghhl#m~_L(8B0-ZiDc!e@S7TP!Y1d);x6cXKH{0yfDpEbL8i
zOG^O2+!7K}e&$b096RZXVzpSXOV;)`r>{K$X{y@P{)ON#BDN|wq0y_FOz;4Et>#lg
z{AuQZJ*jWK=3?fF!r^5$iqQ?RG<2lSH9r?p%><o}%afc}%9aL(SOtBVLt<j&pO(}0
z-*WoLeiEC*EII5hs7{yTk@82+BY5M-)ax>@&-{{cd8eONTQ!&yv=rXCxxc2x_TW9G
z>>{2mi46t%rkIi0o~b-X*z#z(eg?OaKJk&N+dmVpIp3@Nw`Iov<@U5>G!m|^?}iU(
zL_IcU^tDynolHo#E)+gmj_CRVtwAfkM4@7B`_+Tw0aQvVMl+WofR?eGQVv(Z2~v9l
zVX#KX*78hajTp-#2X=qNOxDpo;`Q$JN4kmpJG~nZd?JEFUs9~Ybj2DAfAkQ9qOngm
z9Pj>Egk@<Q=ZMGSNmA%L)o*q=1f5g8^IZ}_gKCaorBblu+%Zgsr^yg(y7JUh^pKYm
zoGPnEX1BvzCtsiu^%a0uc32%GvRU*-Cbo;loo*p6jIn3n$5xKJ{dO(5_Y+ApiXO0q
zJBjTncy)<7qF+?RzNqwci|75UE^#-jajd*38@|?R$fzww<ZonkniwADqqelhOAZZ{
zI7$KCtD3|k2N^1}FStbbmbw!ery?-d=kR;p25#G6G39N;H8gWbpfd|2yA@d@g~QsO
zYT4~f)5XwmsXKjf<o8SPRb2Pdcow@Q54$tTT(S}7Sf^yQ&*MKqn_NM+qh%1|NGE=Z
zLed_<ZA%a03cv@or$iX17)iX0lpVbit-t^u8f{WHuIKLmp~LVwl-Jy`Zz}KCq*V!t
zz7)XnXs;0Uf9`9OkY>|XAb7q$JueMj8EGjD<5iW7w$dX>8;ST-<Gv%{SPD#+V}0sS
zT6(>|g(W$_h7bCUxo-l`L02brxA29{`n$l%nFA(KL~(Eb*mA^f{-WrX83TX#&{zF7
zOpP)j3jW~v5g~z*SX?V+=lHCOK%Mg7%*-UfZ-D>_dJ2%;QJMe(Q!t)0^;H{{68&f`
zZ>VR0?dn612c++wZK<#F*o4y3(Fu)~EWqlpZ42f9d8?dHZ;7-UpY#ROiYpe9Hivyh
zB-p{{(cU_zCHyEN$#vWieOe33e`~=L5MZdYS4R-IToJug{0Y{=OP_=f7{<OrBF)v^
zqtIM{U{zvMKrrfjI9BFV%<vBVsb}z(#Y*#XAgI*%ofZTE{UvGkTC*mx#F1?#0YCck
zqq?<!Okd?azm&<{`K)au{&~Yw?1%ifwCSAX^T|IwA9ki25N*n?H))`H`-)6@8b){>
zx5yUiU-W;!{<Ze|9R)vj+zh}lY`gm+rz8Hv8JQ(CM2l+upT}^tEbu~Glg~$d7&`|1
zT1QHjBsF|Ua9o(f&VRpQyuH(Z#Odt(UR-{VgzYjstP;K!KwvWe)t7ZEp;2-GjUEs?
z8n%KViPQ2(JK8uD!dBflS3?D3TJES6A)G<!5p6rP78F&H0>r{$pn%`^pockq`>@aV
zRg;D4vE@|$kG|latuUvunRCVaA4ZNg0IytqGm#E>2L7*bH>)FPOl!vjZe|I)0uBc#
zfI6CLeRdf<)#zltbi&JsvMJjF@Jdj@`wKOL0nQ{d#z~~vc5j}kYE$*6vqE<Z1Q3gy
zye*Zxf@zD9pOHU!S<o{pRQn~0@uX#Xjz(#<orj@3$x5;$c3RNj4rST>9XWN>J39Vw
zZL8TlbQHoi3Vygv(i9f2^Vf^!s>%_p=-b0dMaAkPhEK`ziBp#-z`+{v?Cx5|*Q^Z5
z*ZA<mi%c3Y1Hb2`wJvX{<`%WrdfLy~yuEa%szd+Eeo--9Dr<wFH&6`oHd4Pxoe!@U
zaao=Wt%6!N>5JI1qHYJ9q|8_oIdHfbSFAT5GV&6TfLIv+UA^=-`MRcaspWHLBTxw+
z*=YEvh|*p4y4E%>C!2iu7*pr*>?)QhLc!E(N0vmRt9@={M=3ay5f!Uvz9N=_9{3?O
z&-AP&)v5>CnFZVodOVMRVm^X|caCXdkp22j0Kn)%t3KMIYe;Bx9+vUiX{w;5h%iwH
z(S1Af)!nQgu23sp1S7j{ig?!g&=2?4m6C7Z36+q(vtfYqzMRXPv0!xId>^gY;Fr?V
zR`or~4-y5MB!5d{vR=>RsxH!3H8x@s6={tdqV#=@+BUYdhM-OHBqRH&xX?g3S;c`?
zk{FY_cws=+e)`A-Q{`~&IK?)a#r%>^VWZ|b2jgr-P`<^O3V?H<PvCm$EDJPMN?@hD
zmylNOyr5P4>(GdbCKF|`TuGY3AT5c`&s#P(S$Owv0^!k;W~|h{e`rAZ$48OUQAx)S
zlkm4n@^-wta8|2aX8<KHeyCrJ+3>30bfHsQzu$Cw9QE(MrsmUv`kxBr-wN#>(XyL6
za`Ei`eECnt$E69hnns}PLt0t>#?tU}k@J8ku8v6R;rFv$>9qR8SX`w}TYhA_vu)hT
z53X=8EnTpQ`pU4};MB#;F)c0d;Oljwz`2m7);572MK*9H2%J7z94ZG*-N5hpn<_gG
zktyY~zm$w9B6qHEaV)=ams*IWyr!Rn&$zfSk_TYmWd@G5RG9ow>A7vO83%d;1wB6k
zT?t+Wn>6KM8b{1jl`-E_gb+VnDfI4@S-hzIl%9rPvy=JO3R8{-e9mhK8ut9JXy6Hu
z9&*t98QjC7CCsWobJsty9C4i>AWmP8N)&Q7S!=CeGyehW^}l;17fkZnI`a{8`K%?y
zr#%`t=7yvZnN*Msjc$O}5TS(inL;(~yhiQDf$5&_;l-aKw{AD*7Et2pJBN|CCo4Qy
z0h<lt`ug2U4LS-jz=?2i+Omp@(kk)L?d|M<q5%Zq|K3}QzP_{0(U#5h{u$Y&l8k(h
zn@FbUiZMZKiJEcG#NEkeXtINwGirRuVCs?wYS2qErKt{2qA6t=7`YO_qak%RkK}^O
zm6n+)@OrXb7x{5l<e~rDmA!IVVNi~Gt9^-g4zpsidQEOe+i-=<ajeuY2O53`Og4Jj
z&S^Pg+2wT)4vuzD+rKjEnpOm`lgw+bNEnnW$h*(;xu0<JyA;zuCcihUZu_8CNl-3b
zp)pOl&3)u7)`bH!5r4}>iE~Vq#RhCs^TNhP7cv^=PD!mNT3U^LGI8I)9YN<<pMeV|
z{qt8m@K^2vYg?Hzt?EP4E`;Q@4i7$@AaNVpGGP$~0jN*;9~MTiv^EU`qLJzSE9rV+
zS1AkZhJ)5{5P9p}Nvw>Yf5ARMZ8dpImJo6}Dk9s@>X<}9;YPiag;%GusvxM+qM`^`
z@_ZjYJ_cAC()c5{K^`z!W=sk?nyx6{?0g;b74#Sy0M32}|KauAMfm3S71HmA)MKp>
zDX5_j(d}xT{BX3nt*+dmRg>^pX6K#L-RRoD1?MQArBc$JDZui!{B!nW1*Z<+fJm;P
zgGQsbHAL<IE=U3K+ef@{{gSV6{04)9`beUD?|$x^73#+}-3UqSIBfa*Ef#sApNOum
z-*izDT`Ye~E1cd9C*0mKAcXBene71K)A9G9ew`H-BR?XDp*L$!z>pocg82e>u9O&?
zNhF#@x{mRCJwy<^-t&!(iwjZ;;S@Wkr^@~%De+)Gk*j-h`9bQ?>K+^{8|ZlhqUxz+
z;lCO81dCC9-1x-D?|MrNm^Myp9WfV7b|avAb``wwta5q(>hZ41|A&6qY4sO0`_?wx
zUbZc*Hp}H|HD53a3K6j#)nd~g9)Ar<l-QzT=SLuLHR#$hzmt&8MgPp2N7e6Jk7Mn7
z0BB0(W(P9N-Cb?1Q;wI2-w)P$aIgLiuO8R{g$1&({{&<>%kkeRxa?Lhxhr;F5$yAH
zn5mac^E&)SnE^ltUtP|)OEYurXp5ATE^b$~^yih+g|L^v7m5Ov3N`zKRzX5#y1|zN
ziXx&B{Taq;xXQ|Ju3Xnvv^rdKc4*C>Ym{BVllaWNeT?mdo@0r}!&>DXu{oWOrB1#4
zwNfdR6_*xtuFH};JNe;7j7;ZeDsR^JE)3Y(68wKh`v1K9#rOg=6%x{9On6*%bjjty
z$VswH{NY`InCK3TTRb`B(Qlr`#iFI6B4RP1%vGVXf7-<VU>Ca#(`PkNAOmbO2a$7e
z!Hj5TOLfHXbdHZBrfZ^fR*4~Bcaz6O|MJ9)a@Ks!c5?SEFFzK0eo;5yd69nZ+s)@4
zS~&ZEk$2!noY0_Qgur`HR2lb3{@qj8eOgrSQ&LBonN#|_k>I$<di7_F)^LVMR};DS
zCeym}d%R&k`mPS>nN_zQg6xZ2(20Uva#n6WRDDo-fw?O?rHnK)Q?3clCFBuPi%W?D
zBrq7~`EI2>{OOX1Ju=on#tDm7=s#00I$d={5++!94lZD>zFd2%Ou?&>*(`7Y+kv!4
z7JP9{BG?pJ^rj|J$7t>ooL2P_qm=iwnhRlo^PSZ5dwvIkQq6M=!0`1><zG(Lz4y@4
zk^$=?Cue{2)I1Ct1&S#3#&l$e%iACd-&C<#&7QzRjp{hOkXBrNU21^^OGC--4b)Ca
z6<Ij?#18{kO3T<pAuh$<BeHW<ckJZ(fY;ar8b()Wj8fld<$bSx>CJ0$V>Yp%TE`7Z
zuS<Qmr?mN>7Xu*f4P3_SO-y!<TGsXa!eYJC^Qa#*(RM+?B<0eFd-o0>s&NwI2mkg_
z6^O@GNVwRrqyK*Y?%y)I-W-oCkS=oZHWrMx`~$8$x^D9FaRY&NE)~5H-R#USMqP_V
z6cX8+FU{uQ+7M7%oB6b*5l`?K!TFCOW%9ifBG8<#Ox&FlnGTb;J!UjiMl-)Z+ps+9
zt6aJK?kr3G$8qPkP;c*-&iNti4^~&Ecdxu9rOAn2BK{SnGqfZWxPxNC*F+_fZn|C}
zmbyIRQf`iq0ry|R=l+_+>(&wDX}S3S!LgQDT{NwlGfWUY0OJW<T@NC*7OKSJ;7>CJ
ztZ*Clt_q+3jg23?ExWrTCnU0AwR3m&x_@Sv%7wEbV(r)7!;@qDtEQ@+Z6yUEny@*d
zpuojtUq>IL67uS5y3lAvsV}n2u-WpUX!KdM8-78DV1Z@*mQy4-A3j(S61?`T88idp
zXvuFrG93@bgM%wm#Xj1=eo&I1xV3h+2?()j2^S=GPGSwwJoE(V!|vb8EfPg++8YCn
z{dMmTB?sL5X8O^yk?aDGH8MI2;>slk(8$+4$Te=A@Cjy+!3B>TJ=-ig8KO~;gpl~`
z9@u#>5J5j~w*?(N`jxaz*ZAEmo39kjXxdWlAfNzbDA5_OzH(4c%*RBIG7?d8k;D-9
zg-449(^6v$szoRopJfTMwRZU0e%9>WsNxmm?6mn-sP>iBVpNe)=Y$zpZ-Bml_C{7^
zbv#pMy3$Yz01I;Rg#V-nmo32ZA>Dg%To5(|*>~(kYGbVU6?sm{m1O|+{^WYHFtvU)
zCs_q-6x1l;3JS;A$;!;U^L_WK*u!hlPXG#=nfctEGX|sBGCtO1?f)!3I&Sw)v~b=H
zz<{&VwLY)U<}5A%Y(?*EZyO0xLV|*x4=DbcT}YLX*czYE4W@oz2ti(CiHOeQ0dACF
z*)LKz7wV9Nl8~Gn=DbauFBt*R2tz|hp)a56W;vf59p;GUL%=Gc!Ih64Pt&)#{R0El
zfd<KkHG;S0U$ZqL*vZMAxot#YkgjYnKJzffd{SY~+t``@QFN;HXOYiF3w#K#cxR@v
z<J0}!e#B$L&dtm5Xbq4(*gFTG@$lk^&iWQZW!MoyXS%Rc2R?yd%|N%Mxclk!$E9fb
z7O{wg!~$uY%*j}tVk)m?$D4=6&!FH{Z#;D7Ngj6%hu@efPthjP6AE6j@Vl1LKh~D{
z|MsWPbzhM(IPxD+%l)@7$=Yv5XE^0+>o!G=H}J3@A(H5A%~8hk(HjY~y<6|hsS;bP
z+rNu|I&|48)%G=+o0K}?Ii0sGAkb|z5Q`zMH!>zedju>t|8bM#Ef2K#Jp*<<|H@NX
z?XBRwxN?P-V42Q&sx<ZW+D?&xiWIn%eFhvKUWd|e2IzM`NaE!ec+@NCdT>VN?{Cjd
zW~qKJn`o(b*zD&3aF2>VeCBY`7Xt|E?|yxY2j?CL94D?vNL@F_v*20-pi%bUqs3nW
zZVL^=ZGD@|lJ$e0t`|oeMypV!#6Wi=hk)rt_iLFqL#RYS_Y^5Cf%4o(^(5rONNF~D
zSur??R2}<&`%=TRyM+hxvQ_E7*%!L@*4f{S7qZK_V3s2wNA>ha;jnqA=mM2X=I&Jb
z#j-~cA|umvJU)mZ;Zt7&NXJD#S-TyED`3lm%`6aHo!uTKS=$0IxwcE0W(J`x>t@7E
zDyua>Pz93xYCEwWtc@ZGK()Neaq}KEbW#J)c}uU3d$~z+W#{N7^TmrVFkBHJ;2(u@
z;EU_+k2%sJ#IOy-EShq=$+`-w<BYIZ{VJ(2@zM(spFhOI$$-#jP^$lWldlrX17IRO
zfB5|O8Fruf5%evt1e!{!mt5W%v)(l%3<vS<d=o4?&ZEamw-sa7cv1@2;p~cHv+w>9
zx||Z?Z1OP;pCw*r>ZZm-e0(^-3*J(*`tVL4uOwWaP}ot)B@sRS;n3KNwdt9cml>$d
zaSL_3=pQf2U>O)np5Ajn#RUqoCG3Jgfz~=3p<8NxfZh<c_XC}oq%?ivL@;N62t`AV
zqJr;p*pK1SrcO@npR)BiHyJa-Ya;c0B$Emqot7CoYD%jvnfJ~mo869_Ymc=jdHGT-
zM)!%Y_0v~)ug#}swoBd^XKk!|34iV%ymK5!f{oHnyxG3=v>vvIwhwuhZ7cBw(clH`
zCON-i^{w+ivULoVskO|nkaw0<(log|+MjE%4Sjm&uqWKQlLXRT+0`LZaOARoAu>$0
ztF~c2T@92dd7RN&8FMP9r^t7XM9}glW=P6i3@l`1#(UnjhB6|{s!YFUaC<XAH+ufh
zEBd7;%apmY&m~SXPDZ=7?wiwJ2X<E`|Ln}n@K^4&5fI*A9o?9w3Y8{+8{Ml>DID=i
z#OB4zmtp_kySxBw)Z%5J(P9=V5>NsGI{GAGlEE_5)WT=fE3LqGmkyIElF6cHC1=2)
zS|`+AoW|@i#*5)-|B=p3Ol|TwtZ@7752WgN;ma*fFa>ejYL3fRhd@2?D<+7eB{W)<
z(ok_JsM5kUFtZ%cZ)OERq;|Ny^0t{j^Lu)ar<xp>c5~A!RHo;Kow=aVx0M8A^#1*A
z!eu%SeT=Fli7{{m0r4(;hgVG|FWH_W8P9O5plSqZOPHteHW`m`hhJf|ymz?7qvx#2
z<&du7))A|1rJRaiF}F<D_gTF)+-mvPevXk;q=_1H8a6L?)qL;#S0JqDSnoCIA>g!F
zi`fAAH9&}~Gnq1F`ZG8%o<F(5$Qc%aSEb5$-yE<(v_OZ5<6~M$PH6USzor}d^LELa
zOF!k0mT__q=LgeZo`GD9ONaA*jwxkC7tm@&6Sqagh}eOC0<StSkW;S(I~tqG{|Rwf
zXFOUo%q)QX*VlUd5ZqDuGMUAlWSm`hD$WIT%$@#~{HC{&LRt^1A~IhJRj2X3X4D#<
z(dUP=FH&D#&(Hq;P}bC^Y0SQ(A~v#%#hqQ~82)bwx7)dF_s@`!f$_wckU%NzL|R44
z949w=*mJop*Pa}-^lG!^7TV1XMt+qncJ>-pk3C|>n`#=%A8*6F9`4v8iGPVdqT5;;
z<<g&4Q)G~h*$IyP6|Nou0!U1<&Q|FK6vQ;}vBND-&o5{snv9Q+$W+AsnXh4w*E5wx
zh{<)oksKg-YXESE8*DY%%m$?Z3>sAdiM+~6U1W+)_P4efxs>8PjJ3}Wa$3S#8=VON
z+V7UjpmpjIAqupXSpi`J&2iV>&pSzJwl}Y(?xWS^J_6bqcCKL`A3VSDvws3A>BY?(
z@~Nu}HAoJ?NCDjhi7#J}Qon7_jlR`tOY^VM!a?Xy(Y9YnnaPkJGJGL@UEB~@Jb(cU
z8?|8qK=nc=+U6RFUI|etF^Q9;x)|dLIo(XLeR3c?C4BbxzzQjToV)+Fp^kvNobVIA
zI%v7jO)d)DPI|%<AT$N24})fE$QNSSZq~-#8FxU2LMKS~|1zRz)c@BFQs~|8K0Yri
zD=1bQ(tQLd|Ir2sm`)7PFe1NzavL^xwlC^pr>X8jnQLRq2qB&#)7#<o%+o_<Jo)P?
zA|V3P)iy>R7(b;}Tn_MX=I`kb)(uo08qM~7fkES>0n~@M+*M6C2xmY|DM<dz8Rr4{
zl^gu+m4X}Z2$DSshBAHfrNoGZ*p<f^p4XYN>6GK3{F5~3xdGge#Ir7pmDLdfiWjG?
z;BTe8R;0sAk<q&&`?7hbXC!|sSQrN`4mFkAK9l$d@FfJxTCB9EzniNfT>3@yc&YOq
z{@b!=@5AL84SWb=#5W)X=>_9HGk?6;-by}-FkT}OD9)p<Lz3UKmx5F-Os}zIK1aWI
z&gj1VTwGk}HHEL*evhGh-xR)lJoEkL&ahRc`+{h;%CU#EZ6#e^PD%>f=jKq5+ZO+^
zO-I}8G>3!OTq2i_I_yk3X$Ypuls(G+<>Ew?L3;_*a#*kk1|}vVfr=VfjZ5y#X}K=Y
z<iLdla7oFfr&2~8!JjSHV71{CzG5?tid*;q_=i_BGb)d0j27M}Ng8aXS;5g#j5s7S
zNUEVX+_Iwr^&&jl3=>jrJzT8iKi2{}i`}?i!>rni!WLLwwEn8&5b}K>fsgt1bJ3f}
z?ptUu@-P|e<ZJs&${(2EX4G1e<f|4nK5d%bqxT6dF78bt1FP>48gLbx49y;Q|BAZd
z!&E=SzlYd1f!#G4nAmWLLS!myQpiW|x#GCrP@;Q@v@i&#Rl#T^W51i{lqtG=>6`pX
z<e@bPdB3@pG--)vg|I&m!S)f1=L!CII_MzZ6Eqt3-}f}KIhrv{mubklQ08-6X>kBS
z4P$SX85yX@Q;wm3=`F*OJR!PYShy@mNHzA$J;ih_vGK`%<F=)HzlE*p@e`;IyLb%U
zf+WbNhJ*&amYV-S%bH_<)!fed40bL!bOZ^~gy8uB*IC}f3363ctkIw0XN)y<qToNg
zP0M6kEA<8@1)z3Q>baIAId5SrJ8EmoR{!0<bXY&2uvv1Hq`A~;+alCyM3DlBT(O_#
z54+oun0&^dHpILf9RAqP#XXBqlIcq=X{o-c1m6Hqe)ZS017*d#Lh`<Sd}pej8hB2`
zLEw=!X=3lj19%RI)c*WQEePl=k0!#$4@saQF<SlfPlqUF^v8H6*}Lgt!q&FTrvvi(
zZ{I}0dUah5`Ya8PIwzkYvwD6Ph~)!j1@riCAKYJ}O<*_z0Tgm`<iFRk*~Wr=RGC6J
zHS7+yJAwMRYu3<hjX<!t7Z}c~J^oN35zJ^k=7R5^p1ORzRQMRvlb?<7Q#J2V0Vgwo
zv-j8NC=mtsWS1J$Blu_(Zits^#2TUFAWa!eLRL=X(GT%@M5WyDkI#_X5}YfmmMwln
zFtt4B;`zbfJ*=X0P_0pR3$M?w8IWCBi;WTA{O{lX>#MVonONCtAA68BUq3O^gQ5jM
zPI13R07dRopYylwAHS4cC~J-F?W0OebxhAP?zGO%Jt0pYD#iS+hKaSQ<v2iR$DJ3C
zKUd2fo$V1ymhU?d51jXX^A&@pf?l`*5h>l^3%ox3GBR6R{ZTJyG1H1QD<dE4y&6>e
zVIT<EL8uJgKaYYwaHSgU-X1a5JTF%NMFO0h#y88Tk2^WD7&UCVhhuv(HCOI_McE)T
z`}L=le0KG#KU*#{%KYp!;7tB(5%nh09RjaDaFmEYbs&^)<@FGy<d?#JY?GKC*0cjB
zf&Y$-h3(&gvD1Ne0>C!`j1IE4I`G~nz4SEscMEg1eY+uU*!cbr72p7oNJ!F9e#A9v
zb=;HlyL!E}v%3J~FTliPPnQARY-GF?SLpgx<W(^pweJ-7p%3f-ya4!sq|Kv96MFd)
zVQb<bGOYGOtXu=)<2S3((?6)Pcw>LC<V(abo5^%?o0@8N@XHf}1j#NZ#KmlHeO={r
z*06E1(h&I9A+<O5No3vC_7cYzCai{~dyfYJ1fXZ9<450IJ>HK5_06cy9=4-NRzi(1
zO%@BnEU^XFHpH8pmQ^@7RCS%4F2*HhWF0qiSloxDaqt6(xx+@5_Eo#~zI(dl@Om4h
z&%scwa1>EUu49IHvNAmbAr>^(_as+0&7si}*E>JjxP=LuVaq?mlhMYSQ@jt+YexmH
zdQd$KJ@u#wicUZKkB<@abXYr+jClL_%qAQydEtgBV?2BkkGtMu3zLAZ*SXu<UWyUm
zU+7e^I^DBO8^s3uR8?E+KRSfnz?}>Pp5WR9CP2fk8QCM#NE6I0XmxdU>GT$9zq|W3
zD^+gw1#$^eg&UZ@s{QpjyaF87>ORA3KzUq8imJJ9Pl)&>Bp`p)IDh1}L&HBkWd>qF
z@8nPK4If}xl%%}`i^(DwDOdpk;dQZzVq?Gur9y|pnG-*xZHA@B{Qje0CAsX6JI*_P
zU7uzdH!Ij1<32Z`a2EwxSvX)1kx^6(VV4W)rG)*CC0kHnPD)2d1Ue7k^O90g;Rj|R
z(E5ow$?|{4Wbw@uf}v`m9nsDLjAGYR7o1`=w}VTaUqmfY2BFRBZ!;L_kdzocfqC&Q
zvzOA+1i;r{f1d&Itr%jT_g+<A<h>6N{kv~K02K>30&|hf-a_PndLJcr5#WYm)N**f
zKZ6Wz@ZdXM{y9=Us)w{%35kE*5JqzF1r=3MPq+U_9xe<}htvrsHb#SJQhDkr>~3!e
z&nSZ+wtwIy|38#ACQ--^^7YtX@*jypEyI2Diu<NTg%+Y&8PUIgyHFMtPzbXj4-M@C
zs3W=a!<~|<=ryyZXjXx!iY$L(8a<S|Ew#2Q-4<hQ09c(~rXl!7i4DA^<)UVXt7Ahz
z)Q4pjNnXB%)os}0jTGeVlk0-aRE|?3ughP`UToiBZEUX2V3U@*gQQR9Eys-P?dNK-
z#>Av7z@Unn%x!x@C=zT3WMqI{9E7?e$bqJBpF!L*d#xf<5L1-FcLFGfjg@VGRb^!t
zD_vONZ510Ve*tE&Xn>WHPJiqp{a)&4CkNMLkJ`pYpX>GZ6xFc)Hwt5-UMBeHPPd_9
za$NxfY%((Po*x)FDE8~WU_R@dnb}jH-#oI4S#`?VnY+Q^eN)bQut5#n$KB&IUnQ;w
zTYoj7`R(kO)xATb<VSq=mX_Vvyf5vzpPY-Sb~OR0;gOKr7l$^iQu0zbEO00*>chPg
zF80JO9LuYL+2|s=tFaumG>&E%Vccribd8G%H|}R~xkG%Wz{|7Nd`F8IApGmOwY3}|
z%pY!yFBc}5n~7`dIB#*hYvrm{+Q%i^HR39~)Iat0e<7vjhSeUDmGQEj^xXOQJmpft
zB07x_ApT?xYzOD+kd}0qCB4J7wIe7uP57pk`JS=!&5dtb=y8!TKvc=#gRe4?B$-mC
zh4&N~kL7^7xR@DKbD}0f3mZ7@2dN?Qt*k76+0}ZaSU4b|d$n&MUJ0M;ifw{{^6~;b
zjlMxJk#u@JNu64|!)l@Q5eQ9r;v;R18spxzP9!vUU(t7h)JJZ}ftyyM8QQ5CI_!)S
z*!*N-i`L#~5u!T_Cevz)rVYFdOHNj4;_X-(*;7Z@vVq6Zjvlxdu-h?jEsvt|YRy>v
zvvN>{#c<y>7soW2FU_Qff&fUA=#7Y&^n8QzPnxr4W)@`3!dTUgbS%EnN_}l1%Aswk
z|5gU*21l<RwiW2>Kee>L0PEB0K2tzZ2nFP?Ln`oBK$nQLnwMNkmgvL%`PzEkojHG)
zd?s6Knt$jhOos}vKeCH!({rUPu!%x!(+f;E5N!U)7xOhV+@6i#)&m<Me9UqeP-@=2
zZHxpnS$)YZ(<Zr8$w2-ARPRb^m#$XYFe4>(`_c%#a#ry3W@v=4_b-r@+|RX4@}R@s
zAex!ct~42dcLWi%q<65kX9CYNo5JxK)C)sTdGe`aAG!&0bjN?A6lJ;ss8DZ<f<-jE
zS6)UWlMIZDRGJR&%s9AI`PC==t%oin)z+p5j5R4gH7pQ(L&2f7!B2%o#zTDZc)P=z
zo}b=)!9H<t`y?H`J~GmS)-KEr?CRq5n-MMj>p&}7Y9|Vt%GU*BB76k}7AMDXXm2!I
zuYF&j#kHUQgs`g=iKzvj5-2W5*)hTRP^$0)6j&sLz-afJk{H8XLAeu|5B)Imue-}{
zWIguO=)L(jU|*<2Oj!p=j||L~IU<yVD#_f~C#%vE3x<0fRxjP?&d+Jx`<`yzKFIy^
zXlff>KeBkmFtR>Dn$2y?VllDzcfk}?i&XwXWV>Hcy+s(VIbeusXYQM9Tt85SfN%P_
zy%J5U`n>c;Gg!XFK)c=%Ys=L)PZ7}aIY|sqf;pb^Jv}8Q>8p<;tJ@R-6TTuTXO6)X
z9U2&l<r=1Y(`{Nc1tB}MiE<ymp`%>fejLV~Tht*Fis6w!McXBK<nJjG!A;$I2b9`p
zFPicEJXRi}fF3BCiT@1N5UTY88W-;saQevO&ZF026LsJ2W+JwK3LWeOyA6cpPc6Dr
z!&RJ;Tcvpn!l#?@K0qU0z1@7<3j&y%87nRAL1g3&d0eNq#Y^BmY-(v+T7=l)vmU%N
zob5|rhuljh(YMp8QXk`us|R?WEXE51n-ZVb*`}*J$s%_9at*o&PBVB^rG+<^nwMlB
zB}59%k{&(<+W$7Qu$a39IRKu9nWm<u*I!T0{(J~-EW(hz=Ia?439D6gdH3^c?ao3y
zzo1YA&rO^Q4HXwmw3l<Na@Fs%3kfsQM-+lb<`EA)uE<y`p;9spkukcvH>&@IEK7ba
zNr?ZP+hbNBcW#~15A3fF&0_T2X*NrxLZwc^$xPdfUx5uYa;dh)DSBvLM@<h>`2SS<
zXDhAA6$JKjg7Gv8um^0_bRZ@=`>d7F2riu_N=HW-i`A?$1g=pZtaXSt3J?821h)zi
zt^HZa(qQp*4Fs7X7}+KijA&ea970Pxb?XbwRWQUd`Ip?LW)}6;=Q=B2Mw9$3h;YJi
z@RX4p4W}}AE#@xF9WCkao&qyBcQQ~@5kar>JkcrGmkuZK!fo^W_dZPGtWT;%#3qLe
zU}W+walGpHYs<w@hY3S+_UDf>S!ArB_A^aOJ0qsyh#ktv>}q)6knP@C8w+<SkEAM?
zN(Z+T&ZhwZr1cQs=Ex}YH^-6TlcQJIw))q^I*SRq?13gsvfa;+a+z_6ikbSrC&Db`
zXOL-~qdL%tN|YYClZq(;j!-g@5L}b>Yu}N(FGUQ7V^{GyI;6j)o`3$J6K;VFGxg0w
z(%qA<3j{GJ=y0`vE5VKcf_B7BNnzD|?VMAPcnuA~{U0M5m}DgT`(6+;d{pzs-NTbF
zS6<Y0Z4(*<fe8!8`(c3jsFeVx@aG$d`fC|gTH_J+5n2Gi#B&E9{XUPyj4hsq?kzXz
z1I}w1H^nUP!0g$Ke!zJ@P7x8JcLGmqHuC#OSP|l$>1sfskdd<^u(1vCdS0+ec`Xw{
zt?u5}M1Dm-C_m-@q7nptd{{z?%J|PX!<Fl<@-+Chq<Vb&BiqfR7xpYPVCXZrvJu0}
zJ7aB|f+LmZGk6v9;#L~}Vb3iOy)P;h?DPo0Y4id#yQU9<qF1%gdwUC8`3HXX5rdJ*
zTs=HDke`D)+3hTv-DZIc>vUW|ef4;v@+VS~cpO4n!u8!er<B(pY&1N?dus^l4O~Z8
zSv#^~;SbgZyw{a+A6;)RmFeMGd*AZhvWiug8~5i=$qE4{1NQ_?9yI9o>fc*a5YbMy
z4j5mX6gLmHj%K={sune{oP9`6#y&Yu?wZvN*7+$*rd-i^$)E&40nDGm4}mc$KT4hR
zP2x|<`4K?7c>4Rj;J7}bq(lKBsEI%cgZfloPj%~M5Dk9rZ{psE`Q*X{v%N7XDCqZQ
zmaZ^6Y4#Vp4Gfi2UQU!4aZ|^gIU+%nD9?JglzMRLcRT`&Ehod*x2fSbm-&vTCb&L#
z^$;0AOwWsc>DSd=BwJN=wU_NHQF3zSr*O^%zEJmOX9{cYun48Tt2ED3y8$an0}WOl
zcz6Oz=LyCHR%;VaB!XIGT^~HsTUbSQlwciPJS%2)5;C$0()v2lq+u#w=TEhx*c|=!
zlI{}F*vukunwFlC_%oQGTdllk_^L6_v$AivxVYy*&TN3t1DxY%SeZy)*k1yC0s`>l
z(%G*gn*&<5nKUPn0s2-iyw10<0;pX*;3(^@uR0tV0dAl%c63L_4v9@iyE0utZVi=%
zhUkV@*TeVeW9Lp9n!8Y%#y7E8DFDt)mv~k~%%sZ2P>!c1FDha$870^mqocWHWFfYP
z^~a$AcJVVxSiL68WCOic{9wtE7}KNQD71#-`Mn!MgtoEq-RvWn;2rYqFBh~L_Bf?b
ztm*kt(BhO;N`IyTNrLfCxn(n;Bl{)x_<_H!8wHz1KQYA0{OaE{OH~Hl!Lr8M1o{al
z`7=n#-rZ9T6p|AK7>W`d0mNBro7uzR`^{S`Uj`DEB2A7?iK^-b2?tn~=b9%UH&S)V
z`)jwI1Q8;7fZsi%`Q*9r#Clv@MW6(^Ur`YSuvX=Y=fL|z3#}b*Gp=&b&gFr5c6SFD
zclQ$o!(e7^Vb}`hj5Kqk1Do>Ltcw2=x+*0<^C(h-usSlk?xfkSY~LHsExg+vp_Ybk
zuboP4U91M(Wiu?83RSL%Y}w&8D{x}@^QfM=8^>%48zh=a<Q>f6`8TG+cPU7ZM5!ZR
zbPWdyIc%+Cc<~#<<Il20+#k=<T{v}hj&zrTSEPTw^+25hE|_41Oy`eK3B4x5;6qPw
zRB-r7vgb8~XATn0-yb>})tkTDfgX_FwJ<(jhVlW+e*E3{oF#$*LkXI-<$!mB?t}q7
z14rawuoG-wnJpt^fDVhnJrD8-xQ~c8g5u&?YuC<v)bgu7$^8&0Onig_S_HC^>pL1W
zJg6t5UvmK+JDcl*9YF2S*yDS^Q_aLk`L;w2Hd{u@6hg7^c)#MlT~gW+I2z*JWG*^e
z=%Bx0Qy4h=)=)JND)B~cq&Inm#dM_bm5Wa$@L=XCx7F~v{(BZ2vl0zPjv&T1t-W_?
zS|ltqSMGediesMyV>&_=Ki2<V$%5g51nm3wES7eQ3p#BYE=f#>)L!-s0I#@v0zZFG
z=Pa?(#M||?4Xq_#+^CM2l^&&1MG7vijj?&XO~F;eVM)ttOhl@!QNB-H*8lbohzs=J
z4DCKLPr!yP75JE&<3QSq)p778)(;C!G(D*MmC9N}Wu?LJCBgF~Dypy#<RdVzWcuqk
zg|*mC2oS%|t6j)d>#th!aZf#*wRHB5_djDtG2}>YAo98&FbfkmDr|qz@TnQeefUZD
zr@tBi7f^)y)?{UPT@Tu#i+3oCe_DYc1f^3fNK^^PYdI#cO74hD(m(qb(AE9hl&R)!
zqD+<9hME8ddqq63dc1Lodd~<xZDVU1CM#x8jD8R`jMb)0-C5sj50}QV4J8%rMF0Yo
z3O^+Dte?jQEspGw$}uw|&ret#@`iF*2M>pco)Cg+R+k!dcX7b+4`{`xcZ=k6RSyS&
z!O)fy(AyLF|2EvAs8-;k!&$Z?8EhxjK31bryv6`^T{^~;)!a#d?9zUg9M^WGBJ}mZ
z@!E#t;$)SbHqwqVJon7HA$4_az4&H0OGMTZ(15!s&`(yCk?iho2n8<nrCsFN!9}#O
zEl0)N@yj{ODt>#k$sS5BLc;P&8ldPczV!X^yW$7a<BFcIG9A31d|7^xM!C>ZY2}3C
z&K>H^Sy$+n?$aMtw0x`h^()V$49vGOxssBRGZB6NkhVf{84|(h=;wL7#0$P;qMhot
zm1%k~`eD3vo0O6f;U?xeIW;#1Qje&dTu{nyC)VKF05+uS+g8s9pXa#2VlA!>-B;$Q
zWVtmT;)7JQ15q72?~6FaUyub(%gXCfmyP0A5d}~4eK<uvT6ze*(+z%ECW0MDM2G@E
z0yqbI&|57>y`D!2q2a-Czd(9{^gK&&&6|qahp1tC3Whbg{zT^dYS&&}AHD1wyT6)A
zY-qrjk^8Q7L(dv~n2;VZH+xT)%Z7nAnrv3*DeWfy&qlW=8gErqO}HAq4h}gQ8P7mr
zTOd!Cc<0;qpPhkO+O+VPY!%0~Jx>XV!n~%`m%+wHCS_6m4Xy1OQ8q}Elc{YuEQv{&
zlhe&)pZR%iEj%?`pZWL1qn?o=q*TIFP*K4n^>j|Y#TZBFH`H`WVo^wmiwjXmhh9Av
zk(%y6Qc<e=9)c<^V>^|A4>m!fySLY}vpX?f+rOI?DcQaW!Q33yMxQJ8-dJI8bV216
zc%}mdDU!axLd3;yB$&XUyY!}yx47;P#I$rJXQ)Y|oT=~4D587pNU*il)6G=pC$Kaf
z)$6}TpleGk3HhLh1ye6n)lHiVBvvkX&gHa)AZN9O_uYQMF*dJ=7+PtJE6x(OvXV`r
z4uc{UUVAAlRY)#K4y$PwNJ@745=zuiX~Q~iaA+BKLFeG^V?C$(>Y4?@t44b{7V4s{
zRquD?SsmehYaQ7X0xhWE$db2^PiRS@e^}N9WC(iuBv7`-r`br0Sq02Yp^5iCqpAhR
zj*5Uml<jwv=ku2N3)u0K4g2k>mQsv==MLEO9-BLc$12w2i5Iwh^CX80bBJz1hEi}W
zj_S#+h)BO}OR0G5pw}^J)2QtBRGDMJ8qsYQFhBij39coQ`m&Us-qY61w;V*dI-B&+
z`Bn)=wg02Ip=Rdc<X+#j1VJJ7!p`coEnWL`o!;{x>h<#$cS50a^fbdWGMWLuq#))D
zqR6$$xfdu=NVx^H6Dq$SSTuLc;q6&kDi?8syB0n)PWFBwBRBcZc37lJ%gE@LT!^Tb
zDL*;ghshjG{Z<oa0?W0AS%~5lvdi=wO2D*#@Hh4vXT;n$-n%cz81u}q!Q#n{P1f0s
z-!RnfG4XN1*LqDDO~vT1?U|8(cV?g)%Fn3^9LAF+GpB-;$J-B6XgM<ODpT}NOB{jq
z_jfNX&k}r=B@8S6+M~33uLPC{Z5tE+C8>-Gfq7}kaOKxL35+<b6lVCYkr6l@#tNwQ
zkcfN)?guWYwQQAYr$0=^#k3~FxJs#M?`nxYi|+21<eTd1y4c*<$440BN(@+#(o&*n
z+6Ni^826-QX7<a=gRU$}YD3e@B<NmJ3#o4s@sg2xCxd=*NN_!NagZV2itsNo#eRL&
z?JpfT$eg^qQ0i!E2ixzcW1l$#qZ{buloQx@(>x}vMTZ#Q<du{}mK{LLTA+z*Nh-a4
zya)+tNi51#_Pxq3HgH=Hj?ea!FDy63BIEq1(GzNo%$bEZlR{Trb|-PAl{$dU4vukb
zKh|AQ0hU;3-5VC}?4QBr79#gxFfy9GMa=9mrRNvFg0HD{>pXGl>epR+TU&0CsLHf-
zbbZe{Xn6NTk`Lcr%?wJBSU>E9%w5SJoOp)%`=j5oF2JC;2HS*Ca}uK1n<s;7@Xy8V
z-?z5n)QHIwv%o+qlL5bw(1?k^j10nqvh%5>pO|BM^2YT3W`@Sb2*8Mi?s|NGyeF)H
zZ0_!%)icubZ@=O8)}-~7LhpW#dq(pWTw2=o+qbbH`E6*GjQMh}aq%YU&6Q;phy48f
z;1-Qzbtb>7i7DEVEgGYWn-TsOBNQysRC{|Aw47)oGx`G;Tmjk)cxEOAK?R9~vKDWu
zzr6HZo!xxsv}YhOuglB#ySel*d_@dJMh30@;XElEaWW5f@*CG=A@XqtHnzLV8P>Qw
zFL~1+RKMb~R~p*rUu&|ov6R8E#CSBZXLMJ<XEAMPP3rXYy;YVK1DTP*zM~!`RD$d<
zw%5O=z6HT9=7vSa=Lv$lzPe}Tp9}LD21-^A&nr^Cue8x|uJuM39lb-;zyKx67I|{C
z4|7a^%*cjzPGah~!?3?hn`r9OM3T_gui*~Xb|{ToTZWBTDGq4p$&ox_r&_g}DDm;N
zxuh)cy4K#D;O;1-a|Q<Csf(i~H%+9m+7B)d3#)j3{I(|}J09GINpprkwytz0EQSt}
zCp)7+5vrAy+D%6Vu}DPs#oeoF`wdnNPuf)6_hf8*5%qsC);O$-VKgl<^xCk(i8G1r
ziD;Q%{R18p^nP``>g`9o_|47zDFptwRGq<qTuxcJYMT_AYVfCe9pJ1>Z~aa5nyyf2
zqGK!t5<gB^=b)@;XU3&y1_sb%nZ`U|Anh(<{^I9`lZNv&86I++oST6H8_-VO)U>4H
z6)MwJ+IXtfl9WQLqLvuqP4Sx3jZN~UCdbbH&%>a+Qq6$eii$|rLmTVmX8dr(Glvh{
zex<btQV+faDZ1e?aV72qfAIuf35wfzQUBijy?XEt=@J{;!P*KAnZBADmCZ42XTC4)
zkX42WcjrB+5Jk)(E7*|ecu-))L!TqW$osXGKU*}GDJX3ecf1%DI9L>n{7Jn9Wn`A)
z*Vu(n)-M`p|L-|VWR^Q>CZ<Xb=2dD+>&Gip86}*hH=JD0cz8O0B&0N*oj@V&Mrn(O
zUd`9<KciOo8<>$;#;U2R+C5#JMa#UlKHb-t%DQdua_QQc(_Zm5HpNsxP-AFhq^r6b
zjgWxAxOWvB%AJb(bx*?SKYhXE@)p0yQNefCC14a8F{`}H$Xxl4)p>6(<JC26_lj@i
z<a$FRM_^kfS+Ljaf%VeyYmC#s=1BL#e-P*SVBh8B!!=rLIoKON^Avy?9J$JN)9>vE
z)iYAV;tl#QII9;AiQTTafv9-WLyVBx>K`as(7BvUtTsC{^@HVfPhYU1l9&?v6=5V2
zXIw01zbmc;ZcVL6TLrOj;8~j|?>!}|Q^?Eb9E}--tE-)IT1iPrE>6(D=M~1$#bp$n
zoDfg194WU(FDwKw{Z!Rr2Tq=iu^qHnG<_66O7P_mn;BzbT^K<AN?%9c5b5tv_?Z_!
zKP;b3>bmYZl$qJq+R&eO2Y+6HJjM@xgJ*Sli7>0Yd~JGeCw;<3&yH?uLL}rT@Fk0h
zxnyr*V*YMVCSpv8OAEoN+;F%b76|l_k)rF#sV;w}!@ZHj&N*FV@Rn<6n7M$s6TM&5
z5GE#DvYH5vOrl?zJpxtyMI5Oy8XfNb23RAy`NSFxh@Sq>BL8ZLhBaHWwC8O?#GaGU
zg*C2!Ei+r)pM^@f`Ost#v*_}{1EI7AOS4=TW?|tRB@I<v!ggT%CY8UQXwmou7JyR|
z<0w1x^Uq?kB#p-_w^wcKBTp%G#9n90{!lOUi^l)x>UgVT$J~*F%VIFFmYq(f)xiXX
z1j8$Un{R7vz4VPZTrA*omwybFUiXZsG_pQFw^T}W)H5ig9@1M?dI*;I8r2w^7>~@Q
zPQ~fQ73AssvWYicR6C5g18u0VvPjV!4uPyJzl9D`NyR`VE!K8oBK&v5hmKxb<?h4N
z@cKIVYdE>npKwV1l~luYxMX%XCT8(FUkg~>YN&!*sE287bvGOz|Acg5NERrQQdS1t
z>V+3^E%L!w05k5?rP05r1<L@w&$KH$1p*Eeq#OM}DFYdhOC3w{DZ%4I*>h>UeMgQ$
z<P+ZF)^ke6jNFwSKQ%Ria>O*6TTDvKkieJWdlQ_Lq&_;r(7m5C;f{+Nc6dXQS6uwu
z0{O%0rf~rGQS#)Ea@`45@wvRx{NU+n!iFBwz(HO}eSATN9;mBBk8OTN*|lP6xb|9t
zJ(+2*&y_YQzK{A8osJsr#S5sTrL{XAdRf*#PQ0z?et;IVU4%Yd`~yh<<mL^>O)>9(
zEYuRgF?{A?>uX2~I1y$<>!@spgAw`wkOhLbtl5bq$k@T(@I%25uIINn=N3@L#J+m-
z!u<rz^OeZ69@ck1yP=8N4p!&pLJu7}atjNePiVCI7@3=FaGbKTqRVL*zWyjhjC9Vm
zHot&qtE=17D-+RXB+1CdlyXlJD~gEdWP}_1f3s5H;BEXXBBqb|DI}IG9X++P)h6mX
zRpfjq@OsQtG=1aS6Ro}K^Rq=t{%M-ZXe2I-MjSOFn5_aQ=vp5?`lqF%iubBnSO_n-
zM-6nt>d&JDsgGau&;6Zs12bkl!()v(U-LpsHWu=7k*HYr{70DjmYR#IT@RsX=}t9_
z`MA0LO-(7}Vc+U?_tmCUgHazM4WCw6B3pHrKMm3Y4X)r@?<PD~vZ?8NMsuB8xZG8I
zP^5HJ1g~Hys_k^4zy+HWmBs=&YpS81i*bygim?0yl6{sU=@n%1R334S)KlIOZ+)o{
z2%y)ZacG;|Y=GmjGWb%@KFdsLHu!g>)WR4uCX+W}g;dn{EqnB&q7LRTT%7KA72sl)
zR_ZkNZ)+m(-Z3J!-|@fPA_S+o)nL~Wk;Wka`lPw4`tLmpBLB#!nPJi|m*An~3HA|Q
za_lPTO%Htk@?bQYI>TB?UY%b|`Y^Uv1Yj=s4%{<mUxAo)6Q$Uo;Qx66m;qAGm$ro0
z(hc7pp^$?6j5{}g1#{B`4aLs>=j2M8)Ad?N9N;a^>7=QJF=)u)E|14<zJsL!FTYio
zI2teU<xAoyd0<t<Q^5&z$BBn(EVQr*A)B##9tes2xmJ@;S~N9Kkd!4XQSg>sZraJo
z{Y_~)kDqSirySC*QR{bC_RXR!EIHa7qHBvW3q*?x>#Nm8GBU&QB~IdAaT`#7KLw(e
zoNdYpcX!91?z0HZp-3KRrE+x+8+uZZ(Y+M7CC&vXEe)g1$f|72^_|Ja-cKXY)J^7x
zV5|)6?3bACeA>e0&*77ml|{QE$M+e?0`xDI;zj??Y%Kyv&o9~b{=Lu14>r&znkp@&
zfFh+SLIsI*?P^!^3N;QIv|@EuU2=AO0=Tag6<bC2HK@3mG0J}x*VRzwg`)?eHvE@t
zQIAC^O(J6mz=4-<SDHE={AD<p-=RQzn6xsp{Y1l(H}z{V>+o%X?i&PD+(9{mU#$p&
z9^H!?hBGtZ%4<(Bz{9tr=<*hEXxM!VQW$}s776}nwX%#70M7%HGNOoHl4y*Y5+Br*
z$f$+;zDM5B3B${A$ndS&Xi!wi6?M^%+OxPceJBFeUF~P+*h&5eOXR#-`>$Usq#Zg~
znV+m~*@Td~cwP!YOjmO#uglVK-y84x6JKQ{1~GXazZNq<;h<><$ZdyP%&n&9=7xcP
z1qX_;eC9Slt*;knTI0Q;PzjR*Uup(aIc+Ft>F(tkDp@vhap3HyWOH&RPW@aY)_-`=
zW&>$|!k~Zsd%aQFvKIm3nbW&Ni!jAQf?RL~MyAeKsD)tyZg|WEkW}D5;}2iOC%v+z
z_f~pgjPM`kjZ4yp`oMKs`oMy+j?r$kS*Xj~>Rli~Sp&5^T-H;RRZA4?^6}w*<@e8D
zEuyZjciVL}(EP5?TiZMy>Wdc%`Yv39->Rr|w!}W4841S6dvEe^uS_mt51=&)p=WSQ
z3<WE2u_Nv6BTB-0#0`+qP8bfD+_Z<xHF^|liC}Iz$+4Nli=Z44jJeW6W8q|n)$1PR
z1nP!gbF>-1Db?>2_Yq@*&XzJ>UQ)CPAxFc<e{bB!(gwaI=l4_B{<WMc?2m!QAOn~W
z4X-hp^T?UE#)SgL(nDVS<;YBEL(4dbf`U?J+vR;wLghYadO6T9h5Nk&j}Sl17f%FK
zmb%M2F;67|C{bf&ge<|B{%TbgH2f?iZ=nw^e`{XDE9vg+haInE{!S#sC9tX?f-4CK
z?q86RA1{P-m0XZmL=~qL1zZIFyV7c+V6EX{=1#_yS`dX$YU)^kKe1oXp&uM(HWEPE
zjg5!a>p;<K>6bI2qMY_s<lrz^|Efx3a5g;r_1^h@#a}y<b@7rh`T*UVJWSyY-Td6z
z<qOb5vbm-TSjfL)m>DAR>80`N3Xf`B?JzBvd(ip4xoKos9#a)Fr1I0VZ&VGQKob~u
z%;+_2zkyONIhwf^72F@+@?8m^Q1~zAN{n3}z$F9SWzS~rr(TgzsGi>JSy$E04E#P`
z6jhgW5?+~}W$DoC1=BsoCgiOTA?1uNY@SY@P@;n&lo`C2__=FuP8@2xWA7EH3Nfo{
z;-UH77xDs%n4k<Ms#;>mtIW>13JN#7m&Z|;4-X-fg*nx!$E~K0&amr?g6PPox)VM!
zxv#>~V9z41mc}5>sLGd4O}1&4QgjFwW8@E6@jXIO#TeS>5K~CpFD`iQ{`W<bV?avh
z$5ZIy;{fm*VGsHrepXW$S<-~cFnp;jMY-I<ZgLgC{3URzne{e4$XB+n;qFyzx?y06
zso+$%I)8=vJYNuciVO*NF&{9efp3Exjf0D3X<Z(3xDQ9c%ZL#1@DDy14nI|(Enllr
zF;=6mPfxD}&0m#<x{4^gw+8Ib3>M7kfjXnbRhFNdu0SO2oVbZ6<>~%loFyyQ&)`Nk
zinz=l0C{6i9K!`0qh682SvM>J*9tM*rFFPn<^h$}W>tF@Kiv6;K7iK2&(NXKH94~o
z!rx~58{^hly?=J>8U;|i>1!V!HZ}E<?|}tY@5+KE!VCeLLM88^O_KyWCG*L$(v&Ty
z=q1Q@nJXH%0bO^WyMKoLa<ctko>SzPSVxGvGvsQI)Gi_YCtg#t@=U|fyJTCWpuXN?
zsFYdX-S8ss5c~{v291<Ff8_Wf0YJR$vZgZ{t0TAv{C{!3@qbM{e=RVlwO36P-|5i&
zCH2q~yJKvhUOCJKM;e1s*AwQ;m&j>hOt%`I?q#Oer~hmPx9*%!8fN~b3e^iGNucLq
z&={Hw=4_dC=qRH%@$iIr{>g1}zZ0S!7xF`cNza$N>9+}?!mKnLSUdU^Ggoho%doxe
zzzZ%^U`RTZlXHZ_zwf${={`tNHpnM;Z+W!jR)xwy3d3K-H#*~0!o+euJupX7G;|LT
z>50!-6h$Tyw4JKX%#`u03z9CBRr6&zV=|>+YDK;uee6d1jd6nw5U4?b_AWK?4OH9T
zy)E&+(!%k)%O+)LfpRW#H4{kW7w|fR1%1h6dHy>LI`rHes3y0Vl-7USB&3{mK7Z)w
zo@Hf$TCqL;sYQTv;%ITEh`C*CE5%EmaI?#b(7%@zsbU$WCl_O4s<#U_q5U#;*sT0G
zJ7sOtIBHox^Z&8+mr+%H-}^s&=#&&iIt8Ucx?7}??r!Psk`CzxY3c5kZlyb=yBqGs
z`}6&c`^o>AV+fpm*4}%rIbYW`=bA;!o31-(jLMgm`r8)qY9TAQJJ#gyY|B1TN@J4#
zoe0CP;)zg*o<1(Tf8aq^$i_w<oBUV;memIkI77jXR;g=DRp=&2!pe#OJgI%1{yAA$
zS;I~oD=x$-i0uYrKN6zDn7S6*6E0#M-X*&>-0xr?Eux5jQAe{Zz5H94PB`y2D<C27
zk{KnF?hQj}1b4B&Mq6W#u_hrg(mD95zT&9-3B=S18EqFB2<~|KhoNW;GB;3#gHi_5
zUX#Au1CO%m>GD7cbs5&PHz6Ko4lPexy&+}&ckOlD@JDQ7bj?O+&9-5U@9~K$*Nq$m
z9aEPp@hXQ4Fy`x1&Q@~7DyZo$h{Ej_XwppXE-D(7iwbG24`_X3twM=c5tY{d=#!JV
zEM^rm&q$~jQ<Tina1g!~)~@lX8Kd{fn`>4`=+}Q6?4QYdrTGJ$zF9Kbh6hPql3?X6
z)bsx|K;Zsjh~(?nLg0nF>Fe97Rbi|FV(#nHiJC~c#1jiTP|r8okLhj>KItcdel`;X
zgA%pzw>nkGHmf^dEmy8F9^KhGSD&Q6r(9sx!E>44l&N5Q%oHO*NI<eue-yaU5nUjs
zs3369#<ugf2MVNX(7e_+1+P73Qj4TNe}wUTm2315Yzd?yf&a@#Fzq|nBqj~((}o#t
zRom9yL>>?fI8k42>6!$yE*w=5!n=QwbbTzN*ZxOYq1_6-_w`f9Ebh)<n4M+9ok=9d
z*T>J+90X`vGKayA3(zNh&;tj0imHl!<OMqG<CnUqJDYw6&0>-lU9BmLp09oDkNFMG
zkq4x6@!y$}QPpF(x{4~K+LVMlb91}YS9kHV3o-5?csm>)_*9Z>NL;R{u-y=%c2Cm@
zgH)twmsPG0WOEx@pP|7t@G$yAe7zgU0Ns9r!!G~HshO`>M0fK=T3rJ2mXul4F80Fu
zLp(`%+P^57!vjVq5t_o!kqhekUDN8svAuPIAZl5yp!bDd*8fOLdG(eG+u``1k1>7z
zrB@?8*~eE-Y<JM1DHXoR9+*P2BL7R(hk4xz!=~wI=g@>{8BzTk+td51M0xYpNlRK<
z2pTls-6QBZvDrLwF}ONzBL9d}yl#w(gD@~?Ll=vqcZi-XUtHQ$cej!I21kqqG!~*Q
ztewz-B|wPe?ON)?#AT|01L+U>WwCe{f1YmQ3i-`9{7!Hurt6zo=(XLW07<JR4DG)>
z*b64oBCt8K!w8Jx4}kL2WVDn+QJ0{AWMxS(n*D<N_H9r0Ju+a-v+cIjqnchpw$)Jv
zYbB#LKPnP4N7LO=C@JACb|(S=;LQI;5(NUXzMPKA3-e-{h|K=lEQZUSjiVTsw}F{j
zR7B?HY%g?dC8LWAZ|#q5bEr%`ZPg0HtL5l$Xc|>Uh%c;EdnM75osC8P@sA{IOt>AW
zDA^?X(i2{=f<D7?ubyf9OQQb<Ez`x9?MT_iiSY%9FtJYwN@>E=zUVojC*3_zCSzyH
zx=XDnuW_b4>A9P|RdgH=5KTXO@#l-$a~a$Qf+;ypj0;(l)VwU{+>b=00CjEz*8d(3
z(Y6etz$)BrRIT`j<z#&l9U9Nm+RUjp*b>W}JPhqpOonh_E7+bf%3*uO>d||r*Zm^_
zcXmc;FShD;jr|PFaLSzTA*11F$1?rScpGMdbrak-X`Ba+Jbw`iB_ZKho2vu-gB6Bk
znnO+kGyp6_qDIjg?8spa@(D%3KXF-xwTjBfftVqkj-Op<FANbdSEnyqLhHG>Er2>v
zZoS&uL*&)E#M}NzXGB6J&Vcrr3(l1@E-r3dk|Y2_Iry21-~~SQ8UcTe2S2P}@O@f{
zMZNGE1KcLukj0vLVB+z59z*iwF1F3xCz~x)3|!Ug84lJ@KBMWbp5<;AtCZEb;k9{0
z4*0*;dQw$uEX_xqIO6X>vR-;m^rF$^hnx9}+Ba1Y#`J@|h{>SStmG+&;o{asl?n;u
zdRe7;egV0(fPq#LqFI2<jM2je1@)=y0~)b+B&opzqm?1e#nBN(CFR0wOhQ6fNr}g-
z+%2QBsacWkW_j!BKhaO`pKjRSd#=DA@^;rVXe%p2y`gIge!LeK($=mb4z}kYxH#Gh
z07aAS`l7{6IDhcm*ZG`u+~=p6Adp>%p_zq53#*gyx8t%Odv&bis6^jV5`)6|Pjf1m
z800|1%XVb{o_3hR1c$3IEjs#z_3KT`r5*xJfH}BJuJY^4@>%BPZ|l$Xrp`9h@GoRl
zgzDjjXSl)Ac<qzR=gr=ne&BiqUb3D{6!$8^FOS~?9#T8pE{l%NRW)E*-C;cMp$WMl
zgX=RG+JD*%adgjGusPbc-2ojEGnC?DJ8TPT@zWnpTZID&MV&BKV=~H^u1$OX&Z^lE
z$jB~NB`CC8LV6Ac4(HHBEnmM*SoQHHv06dti#yHOS<GTuAe9JbwXpu()rEK1lDq$m
zEupA5+_S}d9sMH?q;-4nbkaC=!guf>@Sko(t!`&Fcg(5X9erqQ6jf~}2UWm3)x8Cn
z{P$I-9hm@AbahZ`wh@JcQ-vD1*hShir2llEu9zdw90!1b#t1nc>Q%TO3d>8~kGcRf
zwHoO;hoe=qIs1(d>G<I#tri)8@i*sx(o!$|GNKp=f*yts{(A%G<<SWlK_51Fz?YyF
zli~Fv=caJznG1W{0y{ldEnsT8v?V78;o<e=^K_A*rK0NWr6#RA@`T_^@?Pxi^*d1m
zoErM7`AA4m5X~OUqm0NSS|F{|e~g3xeyjhxe;RDqHhFodfifHcu?W53t)Cqjq5DnW
zF79$i24DTY-rvN+0<5kD&_hjTz0w}sp%=1#*!|{vZ?M~hpTtoGTqoToO6S?4Z`U@B
z{Iy%tz=i$-OmDUMg8A;+96IyZuw3&d^*Yn`$qvI$2y1ouH?;p<)B5kJYtxlpc)FC7
zN<yN-AeOf)&=B}5M<Y(GIne=HvY}tYBrkZd7n;bk`@wA4GN`ktrG<=u_Ys-u+WWpk
zX=w1RnmkPrkIc~Eb!z6&v4(9)(P`-UjKgS?g0ixJpk9c`MFXTmQk{?&nSc*fM0DyK
znwAy`Z#ui|^-)VE)K7i0^0Q+tC3a<b&#e#m<(ADDD=?`X^DyL8_b*gs`tDl`x@0$a
z9<s{v1HQ9xE2%#z3^`#|ktL{b1|=M3TYJ&BTRR$T_R%b8FL8cf1Dk4Y-nQP+WaRTZ
z?0=U9Rr^v(3vjNF(XksHQ**G^%id4(DBp?I6L8j}%C@evQamkE3M^Zy4yV$;VoXlO
zGdjD88ydaU-9NgYZM!D*N?V4aOO;sB*ikn|X}{&9u`(*XeuWy|Tg$Dt60VX~U|I6=
ztFe>m0JNi75k@+4L)*}iptg_g!z(F?DjRUw{d-qO<l?hAbg$ePRkJ7zf_jJd%xBA4
z+qZ4r+P#@=yx*4%f>-tpr0<p3v==Pw)H3M;^-dm?XaP9t{qF78u?FcCQ#UoG#iz8Y
zrTw_LuU~ZQS#G?N^51&7J8qYtNS?ztJm16$Y*Peav@wC?7!gy0JpZ<u5PE+a%ptN`
zesyo0n!hO|Hesh1->1l??1kUncjhkTdB}4U+;~kPWO|MwqK?;PIrp29hzPYya(D7+
zXf#sq4XtjH`}Nb3vbGVi^iZ7=d+(T&*Y?`BJ1LjT!#n$f3(4rT;+C1?jpS4NNS5<N
zO~Z98=Hf-!iQdG&HK(OcEk)m^B2MpHf3<jE4~3`NhJX05_GD7RH<LN9nJQxYh!pi%
z?+txx_w`fCoA_>>fx48dQZpj2wzqkcH3Y_|Ix0z(U!xe0{rIb~{25JC=vOT?r0>o5
z#!U3}$BP#;Gmk@TTHW6Ep{6<{A$hzTQAhRll@HJF9AmacFWlKH#W4O|vLU4>AM$53
z%dGN8xrO1&8q@!>IO~@PO7;mNPEJOVVIij?G`=E6G8`Ybw_pvT`1`5+pSH^X|59?}
zCJDC0SE_}QQ%|<LZ)b)>&dcXO38(zIf4?0pb?`w*<dBaMWigqd1b`Yu{87K7zH(3Q
zap;v~V7-@hrqOI73U?~)DN%FLBel6@2IpwmY$D5PYTk3Ee1d{UgN1(ut@*4InQQs|
zYY&bBEIE8_$DfcO#)@*9xYwKC!D3jiSA2Vh!NoUQ1A-zW+vMvz&K@m~-*0I(ys;7L
zUj?;z9Ij-SAKj5#&AjKv_Y~>L&B@J;E60KHQ^%w{h*$E<FDQ<r409u6;>5?Vg98E=
zI{(;FfLI;8WsovMts17%RNMFOlsgk6NLyP~kFKJNtQPvAFsVU$x4o$iuGcW&q#4D6
zeGRRiKJU&HR(2@qwUwD}`D+=pKXNL)ajsOA_DdMiiz_r=>q3jx2UX?!hiLqonwbBO
zBZP)FHaK3xcqD3z$;%_bUs{A7r5^&a&+9D?TTAxk4^8o&q>d~hNK$~3f*38IeSZNq
zt$-iujh7?@>GPqoQ7~)-e5V8kfsNkPrEPh2dv+}qgD45Mb?jm%K@?ddIu^dZ9g~Fu
zU4bnWlegy&R8^p6St3+z#6m<zSZ;+$puJ^}hC{4X%#=fHY|(WEG#&SF1HL^+_Pbj~
zM<Nq0%Q^0-&a2-=J)RXF@*^R%Y=fUd?$T~=dy*PYP}$0HA+H=apL@ywSqK^hc#g^(
z;;mgh+GLF|P-jy!sA3xkOP8pRzinsOiTvhHq}%&25gaLD!uq~WtMyGd5wH2m_K!i7
z(2US3=mh#5-vsFqrnSEIQ_c^P6x$<X483Wb1vZCj0h24jMH7IAd*L4X4)ABZL{5S2
zt?N703BKCK(dnxc0)hls6NHU&ewq)1IVNw#59S$RHB``rKwT&%%jZW~Tt>>w6>;n;
zu^Aw*{R7m;P^JHYtnSG!6M5XH8Ax51?o_G!8b_VGLwXd$N^0Or2J1`gK2Rg4wX-9j
z?jOpk_ys%oh1Qd2XaFjb5XR{MqTO1wRB2}?uu#{6qY8rn{pQW@5c$`G<+uhPcBk75
zSUlbn{QgBs2Lug@KaIq&V*1;i;x-j5-GTh~!Ybm@KhISZE88U;4b(7)iVvL0kiiz0
z|LlPm=5+x575mU_Ol9h_fXh<T`-P(X&P)6=vXF6XFxWn&lZue}@Uh*_=MYxeXjsaz
z!gdn^JVg3a`3rJimAV(-En|UAze!t#^^n_W&$dMSQmeMlu&1=7%H$1Z>(TO+jV*KM
zm?XVEFevRzmPP*=?O{YU9^?BChtjk@|0h_TSm%jP{)tH5OT%bmJ*K1RS41<;OL}K?
zByq63(>0G=I*--Odi(9fq=6$@kt@HfEWnmrU2id1+2x)OYT=4kM8S>?9^}p-`9JVv
zd-LP$v8?C|qft-EYBPg!Pvu#k0(2M#+2w4R{pXj5`5Bzi$DCtA1c0qFuh*NNk~z2g
z)Nhx&q+QlyDSN%<d+}e17q0kqiD1331{bH0k@b_zCUC_xny+{()awkBBJkh6C(W|j
ze$$tsHWi^Xy)F6KYURG8WZABHi|{u6SdfDS^m`lkY-vb|8EcnDl}kTISGB3fUvd^&
zmE_waHy;lW7nd;u&{4=m1f}VHv!p%6`Q7pH9s34uY`m6Sfx+!=tAbW}Ny^qQj!|nJ
zTzNO*lzyos+q6?HyAVJY^tjX93Z;o@q$l8pgQF45dBuC$)F!#Z2zw|sx1v~QlG@o8
zbwg=((Wwz>RJ2VZi9Fx`aQ`gLTU~^Y-NT#922JE;xb^6yO=3Tl7o_y<?#-FKjMpeP
zK%=oKz0a3S4DG?E{HJN}_)amZcgBXKX8R1=qHs(ccaxP;T|Y*er7*nya$Mrto@M}2
zTv$GaHT272vMQ-69cxf12<1)=IiH#?cgGzvsygod#ve{ymR~)ecB~b?RnYlOeLn@>
zEWmU`7nG-=)9V$!fA2_U>9{)V@JFcSo?axtWrDtWa_=a-%FClrzE$uiqvqaOD#N_G
zLm(q(L4UPZ>9*Iqgg)#34{0$~O?PIV^v~pt^)8QK@lnK0QwyC=n^auI7qQz+4=7ev
zO4Pj#_483^h1C7vigJFS1g#I})jxmOSJ!!H>C~C2QeKyHst5-d`^xHF=#2FS({ZAG
zMeTH7$%n(NoYFxj)89Qtf2ua?X>2XN@>M*vDLTnry#BX&axc4NbMM8`JIWLI%KIwF
zHzTlPi{Eyg5*ay^$)f@P{j*!(@dm7C#9Of3bs+YFwkDkYdIa60nn=r_uO_vP?+fy_
zg=AIIj~kVgUNhN!mJBBt$I4n802ARpWE)H{{nGh*vA;{J)LI*m=TRsqm`GT|Xzi0U
zi;DYBu3Skd*i?S(KPv$0lIsO#dW&Jb&Kr=G|C_W-!hO`JDlEB3NQggXUqOkbzTarz
zNCFNh`35S9FVIgn{wnY`-H1=vYIt}Zvy~kY_yUTr%ZU?cDXK(fX^NToWe$BD0bcSX
z=wfWJV}bRjA`k&^`e20vm0x;abz4MPZSFnYg6N6|gH*Q1s>`)JED>)+x9k+f7@X(h
z+V(uz;J$3V%vFOIw-m+p$EeJJI1b8E^YP)S*9gv$BK0z8No>cjm93j178l9ty0D1o
z{g0Li+n@Sng+gPL*9$;VuiEzOZ9W5!KYM2;9P{@1HdBKu3u@Tg>$p4j&sq`0b9jI^
zbJ!j^rf*ZzJQf)3-j7`WPAj0FF{H15jg0K*{jl?=AA{!2b+7NYuINmia7^sSO1(ZU
zL$87I^R)3Vimg>3?<3)&7v9+h(IE7H^fx#QxJPVkf3=jg(7N1wLe?(*);5=bQ@fs8
zUiB@$@QAd!0$bOS68Pz|vw6-?LgDyto1HrXkbLqeD-4l-q-mZr5up9aLs>mWr+5#I
zfOg`QkP{V^y*@omkcnN5k$CdG{PA62=VodrF7qiyw*G{z%L3x?T^8Zw{+u%njs7jW
zj?u!$ucuH(J?!hncm_iSzdl(mTtn~^(IEvTD(aN5j*lPk-zvp~>U;@3V`Lf!I_4#M
zzWMo&n)NmuVxKPxF-3Jei*&XQ$EFSS6&($`eHBJCo@<&5`-L9Q#axF&Myn6cL>zIs
zF_yp>YNI>BXu0r=VM5<tJfkTuZ>HLM_a2OSKt&58uW%3kq|Vch55h!u?Dk(rE<PH!
zo|ns;O)2;YL=8QYQk`R0;1y*YETELRix3RUH%_`Aas~bUZ~@}Eh$LS+i)UfN4qagf
z28G@-v3eMTu%Nffh#FR&`eJYT$8Tqc!el)ldZ5mmbSS4<?J(jPjyI0QrtGG4^!3!&
z#)v<$?^spoJf2@h6+Qc!2q_@qdzo%ZB@3#}<;MyyUYq?l&oto|7e2NdJ`%A$V!thr
z(SM%B%i>@oZ}wT>6_2zjMVw-%BJ%SE1yUIRm)mTOhd}&2;9$k|T{f#XUmeb>x@PrC
ze`eFRn6Kjy(<@)uCx@bw7ULJ2x1IGNon;vV!Kqh@KadyS^QTVOxVXSlIlmHR)5qrN
z;JdqXfNQN*o`d14xs;l9dMK0}k&4dlm1|pz8b79%KUBuVAvU|Qz`CRH30?#4!d-<E
z_qwNmM;ZL&ZGd7A>=gSwb4Nhd(QJj6T)aeO=s@WpmbOu!0+|#KxI`t5<Da=nVE}{(
z$dv6-cpFt!Av0Q~@z+@sBa`P04n-mD5h={M7`?0x0k#3ijBt4`5$nncQH3Ax;$8n;
z=lP~+zyCF2`=A*so8kQm9OMn4wB|;6Rvj7H*UE`wCItmMM&kf(uDaUNtIgN)#Yw>*
z+s%vCKNf+E-@K&gc958AXG(qdo$HPL2&?6<t@96<8L@AdA&|fei$ObzfMBBk>6%RT
zyT*)FRVa-50w{IDdLy&%`c~^5Ie>hkDWZt?5Xt|7F{V9Z{GeC=km`29lYEMM-T-y^
zhp!M~Vga=q&v?XVV|pI{Wd0gq0}cP@aIIFtP)~7~wWVn^K+ODr;ROZrOGdUneeVcI
zpeVnSFK}QltOZAO8a&zzTGIj-7-gW|3tfD8_KJL=i?PC<RR7NlU?~^o7Qdvw5S=sj
zv$QmnuQj!T5E;`CWoCH;!1dW16K~UB=hw+T08}*CKB-pxq)AIRs&5j|5)muV`&&hG
zvcidVb{6BV^=mNOD3QsigbG9r#6tqWw_l8*L_8rPD@3Cw@BT>rVz|Q4y)g79SY{0c
zfDVhYI+!-Lt(oGbSYIn!MiQ<^y8^{}O4{OYw?xrc#X4oT8{A~&djGEqK6#R^d9YNn
zTMW^8g#(h{_~BPP9*E&Y(jl}=7w5w=s;!$>><eWG0eb!2{x94@SVK&AzM(FzzX)z6
zFOkv9kmie_(x0Y0%8a&fJ#N&(?ll|6pHV0>Hxa%7^a6^wHrdEdO&34xEJ@7w5a6U;
z2NL^$TpeeV;ioLZ-mzPJAcJ}kR_k`Uq7om8g_Lkr)J=9>3opG$jdjA9p<v6&dJiUL
zX-L9V7u57sw!SDN0mlUdolW1M`bR&!-g8AF4G4boe~-lP%>=Mbmrqlc=MHR`$e&mm
z0Y$WgX>vvY<i^hk0pCw!RNlPlIBq|mK_BXcpKZVljzR#*ZOXWY=lbxXBEntMp35a0
z8vC)Q&lq|T23AJ6e`=7y7Ep4E6tIff*pA!K#ofsrtX4qe=pL=`9XY+8QvuX=>i>Y?
z!y!Ao8Ydhsb1!;gSzAypj?}>5N1r<2bkf5hwX^-y*~EXRclVnmIJoFZG?kG1D96@7
z_~KxfB6}xSc8oq!PB9Klfj<Vw=4Ys6gPa1^67mN)I8M}qjZka^7th-KVcrlU3u_Wq
zIu%2veq``=0ap1^gOVBi-$oKGK9=*hcLY2Ns*cB}R5jM*&DQSDCpA4w;+U+*F3)^_
z+WA-i!5%D+(141CfnoK+Y_$tP_sVj45Ohtd*Vp)r<q8Aei4RO_pxzbw;m`LuG{EsT
z7=ZyS^}6fS=-{?UZsl`*mKqcTqWVJCXI`NDhZ9fXiC;yE0b8X<FHv`CGx0217=x{C
zG7wO~gFyxjeq*+J6rsJO!7tHz<Kq&TmwpWfK=<TId=n)|zfij{c>CbFg#$PhaHHrh
z2T}YUSPqW2cXyv#>pzm;+4>fB8^)mfH#6~+lPN4-H8(m>4aTF0^sh7`sh=2}A$SNd
znCxzq8Q({lcY#|T8ZzYLN=F=Hrglq4W8ULk7q7D9@~t<Z6j-xqwH<N%@0F|6i*jK(
z9FbL<-?*ImwIku+_;&jH5_`igF2Ui`rg9Mctcpk7O!ZPBD7TW5T5`R?Y)0b^bZ4;-
z$D75X(;V(@LM=!*Br_DHEq8EF4&9iFKpMaQBLaXJG(vp@#yqFbV7a)_!cg!8YeDvl
z4soeWeRo}=!$3hNsbeUra(1t)b~K}|*V4pfmX}@PQ;0pkey?{lyLpWWVs~fBz~SoL
ze9GaUwk)GM3^iLCC<r(@rDOk@625l$jn@(&RS!%`5tsvifqx2t4XrC&)P(V%d245W
zZAGbcEVFNQvQTBVy1;5?YVhdY<}s4M;nBP7rcA^z@Mcaw&7oI&j;+sT{DnTu?3rf0
z-7Uri`}VJiO26@<JUI2*nvUjGSXwp5SLQ{bNxXTyfH12?6!Xxb=ot1Wo^2b*AC3L|
z?c!*V{ik1<I5S&e?N7hlzwP${{fvQtIg#oc?8J3h26Yt0V9~Q!ZB?oh=9o49_*<iS
zlld+FP-Tjv-5{IU!|r=Kf|?p?wH{2DsyZ_&!>h07iIHesw5lD9OiW}^Iy-}25%J&3
z_qO+XyX87^qK5xS1SJ7i2n(>SqINM#fo+n-C5`wiFd*1D#81?m8h!faK?CZUF>o^!
zgcRPe*bGB$Nh-I=Z83bEyZmM8uEZbK#ahq;9P`GD;qzKSG~+d@{if=QXZLb?8n>Cn
z__35aRcFcV)7mCtGCadP-jqZ$)}YV{&)@Yc=O0UR^aK52kH#8vUh$qfb7LZBad9@u
zob4F~k?F1jjHq4UxKBpmzykwd+~518V{{#!azwgr!;kqrOl5^-Xl4at*27XewqTh1
z_R>DQ0ZgXRGp6SlkxF-tK|+%><R%aUX9VP!X%A$|e*d=VU1lYv2%Ra;qT#fHed~(U
zmB#U$!fE@&3WCXR<c};b<z#S(a~4P(fmVd7EZS$>F_;F9Zz@)Y>bx2Zyfe47@B!u#
z0ZZDG^RX5$RsJVL5%C$13XnAF!C+v+lxQL)rK0fb$`_f7Cd4%m-yn5S-ERzpnI5QZ
z``=EqW@VM3LjFw3i2<VwU{}L-anDLqp|rL?Kw7KTW>R5g#t-BT#6un>ttg6!{6OZo
zxPQ?J+VxLlO0AEwH#vEQexm11`V&P^9Nv_O8$bz?`wZ=V8mAGh^q!X&y{XBZR#aq`
zjDaBtlriFf;8@Ptqw_yHpe@wjPZnC|aICO&3uYe4e3lpzT}9#JyPonnw6Jq>>YN#4
zTK_#NMhwOmc4ree>pn*p+~|!W0eiR}WkQj%p#-#s1uvik|H-$#a>;@(+J}^8+dDr#
zEyHG8CsP+@0{nBGqU<vC$YO380wOVYd>dQm!Q+bddUR^~t>d4{r9O@JzJmS`xDQXk
zDq3X4Wd{1IYZISevQ~PT_p`N5Ht`aPAvwH^4?$f!Q$6xOH-q+yn}T8-39(@V^%yPw
zstsqZ(OuXHIkuJsgJ&+g(=&Db0{FT=<zE?D7rUFP&oHUw0vwn3|AphoB69S}Xh@k*
zdVAI5BbA&9qKVq7xpE?A+)$sFU)|l|Ii}>4&3LgLQ)OSxFtjq-h4Metp_R{s;eyAD
zh4~zqDm}1QjPtovt8*FF*I8b?mVmw`@qfL^d^=c7AFVXQB>#6pN&JiXlC}q^Lz=KM
zy`iwdGBF>0vw;RJ3Ba48ltmn?yYjh4I=fgynshw=4Jekgga!7ePjFYzqx`TeWDExe
zpdRm_u8*Jqcl(nyp59*+v8QYk@^`Pyq+FlLd>(Vr{Q-$v89ng0WORzJMnPV=!)KYE
z!|N&@G3RyK-g58T-qbtqvR2<RLcFe4&gMt1LF`lu8P=ACxwYw5o2-nSrYUI4ataKp
z-oO;q+FS-Noj-&NS3Dizw*{Dlv7_odfb*W5+*tFM4=UT7vWQWjfI@V4;<<NOt4n^E
zuIETN3XaQLx!cZkj{a_|nEo2oO!YRes3>@4+d1fXe29!Qld)`|e7QGA^lSB9;ClzK
zX0sI!+z+2}$fqqEfpncFuIcf9LC-U%2}jei>?kI7W3mOCGyoBU_wa=`bPFtQOC_b4
z`gcVidSiIpB>4feEV9RP5fMgMkMQO%YTa!a-4#BPc$FgIcMuq~P)<8J!!OV7;VF2G
zZlB68ezvxr7{q<T`qA%({qPRodD;KF8jPhjAEc?)#oo31=bMvc8w}w)cK?{{7L1(N
zwDSBeJhn%y|Ne2D+?FK^Y?q=}Hf)^;0@Jb6^c~_oI0l`&lijI6MENi|c~5s^5DJVa
z0|%SeX8{{;BTLKQljq`Gk<Hx+Q>o;KL(dc}wJL*7zjIuk2F}Gr+SM&%Uz}7cJ;3gg
zn0vpHoU1r7tUBZK8^q+B#RgUY1`sy0oMY{5l9ev5I`glfTpy^9{}j_-vbH)_{}WO&
zILT?vpt49jue50>aLY=1Da%4=A#(EaB7%BIigCNA%%mcpOpX5Q*@CBELKQrw2TY=~
z33P@0Dw=G&7IN%nj_zUXsI>qiT71$8E6k^6M3j>g;4)7&8`tXl-r+$@CY-pL94<<P
zlne&DlF?A`fD_iaeGN>s^`_SORL|_M)hR*72;{XDbjP5TzXd{}3MV3ut4t@NpRAV9
z`xxw-5gnHAe#C)4tLLAxar3UT9Fi-d{5Y$=Z?G`miOW9^^I{omlcXnQm3A=7Sl?jL
zlP`mPOIc;ucXwI8wyGPT-TEY5bTfJsUXmtcxpXaHXxsmVta!M^jL>%H=A7%AsU(E4
ze1KF>!p59-J`~08rHRFz?N0YXj{SzdF<>R(nY?D@IVISh3<Xj`=WzPrW5g6LB5Bq4
z|M`A#8?OIh&o^m+)`NXqC@Q?}BPd%tW>9*ru0k$$pfnpGHjVK|^B?%Jpo*RuHVv)O
z59WI$_35-xclN^=P00{3<;{}XPCi``c=_>fIlovzx+)@D#UMYuWlc2E5rw_@GI^&A
z`$3UkvOwe$G1L}&J5>e-;+XoaR#3zxRJF%MKP3JimjZ4IgJp*83Wq6Hz%btKaY}yq
zQkWYT&gJz0S5=L|XuIyMqWj3Rgx`28I_pmH<9mN@CTP=0pgr)_d20IYL|qHA^6Z*8
z%;Kkv+NtipxCnKx`alqPF`&_~Eecs#VJ_%}#P>#^V&0L4{O4>Ju{-|wqNl_KOWr_Z
zlS@;7{4CSRsMpUx9T?bD)v;Cl0mQFL^$j~;8Wm8?bu1Djv7_IdWc7BXg?+^^+(XrD
zf(;0O#J-36=x7b0XDN~luB!M*!^Veg@5LJg#Mkxh-Si4CGw&okiy3!qv><<pm3mB<
zb}YTZBWYK`Hqp#@EuUL&&F*O>|DQ!4XO%K8DXT0ZA+D~f8-lvI0^21=bl&RmO70_?
z(zZ6+pB?u9`Iw!{=w0S72)WPVy}o!iI=XUoRbsV?Q#u%frc%}-uB-d{4a1SzCLfBi
zgOH&Vo=loI-Gz&YBR?jU%$1m_p@EORiXSXreMQ-TU{;7J8D*=F#wS+)=Q4TIi9uw8
zeBvIyXMwmlMFn_G#3BvXo~t5Sh>fXXaK(w?e;p1O|Lbs|<@UU#gTJx^aCw@N!njjT
zhmm!+w#1|Tss2I5=w8v;qg6!YL|I-<6#@i(Dp_bz4<6mgacJXFSSk)&yd`eZVowuo
zSDxRQdtT)tH}^?EdcOtmd@c|_iEkN2Lj^S;&lScuBPX?<mxwn^$VnzkU>gS>5IIM@
z;#YuxO>AZU9{<j}SGy;z8sIg83FPLKHEXCuyveGP7mbxkffwCbl3<A&?}(0;(dv!~
z91=r(3+JcRczdQq3qnxaT)t6V#o%KxK6%XA?Ky55*Cn#W4B9W-y#1>0yqG7{(Co)k
z55HxUfbJ_i<n)(aC;oD%DD>wM)w(HYaOH5@``$4WioBol@K5bEkA~XRt&8nsWhtG^
z0Wl2SE29@*1<1uv9@Es{Og-Exvb_HoafpgR6#c&zr{8+8T4SJ*7?HG=*&~HN(vtAQ
zd7k@=a~QPbC2_TV8{rNse(+cwey2M|w7T3nUkYnJ4x7aG3YQn}&nj;)zug_BLygj(
z=CFUC#u6NXk~LegPmdK-#RLYIb1dMaTzXt*di?gMiatr7Q2VtV4a@)N1(n`{m!+bz
z$4~tkxMg}GYyE+W((Oc@`=)FewKKzC_D^dyOmCzm9A(d4`BMhp2COpeF#;W(IwdX2
za=UB?Xi?}Gv;MR~qt&>m@W6Ntn;&6;0$RF+BIT|EJU;(U;JvQ&9MP>4F8td)=WQ@l
z<O_ZLorWGc>`TSMF%v)u-LfoPzgxeHjvz=B{*8UKb(x{A>-zD5ilGJc5be&yZGJ|?
z<W>LArdmPG!;HiB#*H}>jN8qPvjkdXC85|7k2jiBGIUZBBu5O&`S>icUqKNz5ETj<
z+Q<3Wr|@e#sNp*nhR~deJYH)ris&-8{{wD?{iN%AIMkzw*Z1sbIBp;m&b!Wn=4a?}
zma_madfU4DKL)DF`wC=|h<8rTy?Ohc03MhZioX?4<NEXl{tge9?T7@h7wzLJ)wwyi
zxc(T-(^H)ams6vIIhJf?N{!9U&5CcEBqa;BZ;!jMzT;+D+F4o#1d7c!IMyE(uZZOR
z{Hbb=tp@p7lIxQkJFj;wMx6Fcg@|qP93d-jW*O9jEGp{yI#F>MCJ93bHsZh7j2I@P
z?cq=A`Ky}*LP2TL^+(|0i@(x`kI1TZs5TCucJ$S1_F>Su;hz2tee>wNOh6?AA>>kQ
z(hw%6^N<<FQtcNx0sOJjZs?nojtl$}*Zjt6!kX!k{>O3LEva3fSKP;;7isJN!~}3b
zdxvhX2t%E4^cP^%T4ScHroam7>h$5G=Ww;51;AmIWg5L;v{lf|>@cj_&<IE1Yb@B#
zNoa~8)yC=FTO-1IaV?5UO5J6({*^9MN}v@PkyL2zYC_7|a^?B+s*woX?nZ$k*!DmN
zz-Qn-(Vb&xJ?R@;sx%%V9DaTz8y|<$Kvr0sQ`;x!A&dVnGW-4CA}qsti&ekR_B^30
zi}`A=Ye<rmp(YfYF)FEEYk@F33u%9Z4+uPSE~#R+#+e3?-;m;@j~K|ZtVG7satM{D
z$(LcNh?>Au!*<jb6k;#ik&{Omd4P))m5@-<{X(rzGuug+I8)=#t9L;=`~z_Qo$0s(
zSKp+9l2QOLE@H({SJD^$e^M9mZ(L|CUf4nT(!1xOHA6sH?G6zKgJOu2Qp{&uiGYjf
zK$8X6{!ON^vXd`_oZ{nP3yxqh`-(Al+(%vyybq3#Rp$D}MgD~Q@CI?Rl2Z4(pPcS_
z%dX8;CG=Ki5wnP6{_|~<{|~rS{BxA!N#UAG8~%X<pyi(#B@^!O=a01iE<5oUeG)xV
znBiPbe4f2j>FGNX=sG|*mXfMg6U6Sp8+L!O4AY7qvE1N9<PS*BXFYeA+A>{VM@EF(
zc+8kOT+|qG(>`#N!b~3{g8qW&FVbT@<wMV%AU?p2qX#RFY&UNKAp%r`Kim{R-{g&a
zsjcC$Dd?Wk-)Ru`NThMUK4M8>XTi1$2#^*P)s#wefo*HkTH8^5W^ROc!&9xRpaMb%
z47~~)(O%e>zPh^45+i~(NiOd(K)?$OO2t{wt9Y^M5v;J|HNBc#WqBg8f)DnV=)bee
z1=c8$fd97wlbg=C<B2JC2?Ik6e%XFWJU@(aSC@Hp$0>jV7WWe(hjV1&?0Qfg8>1&z
zdE)d!eMk5^pE9d-Av0h&f<h<XbD+f}0Go$6XjQ9_2+}kC8G`NJCJu&7)OFnr_WXqf
z)YH%yM+fkx{1N`|j*|C+VP7(l(oJY+cwDdsK*OnkVjK>mqmTx{EE|EfAD_YOjj#)@
z>SN|{vvcO(T%=YX@>0+~ER}4BI+0&1e!jH@ojNnOjN66qsjr;o8FMx*U^@zq7f{Dq
zuJ~6tbq5E~rb9N~ydX2^d`w*j1j^--o+zh)AbQVBJ;L(x^b|Y(9YE3W|KpBt;u4r|
zaN|S8m=$C*h<hmW{%d**Ue#Sq)Pc~@XcHIny8B4+#lqOxwJ51PJqZXwS2)uAsWNI6
zR#1``u|<0OU6k@NBW#kWi;=^d6_Jmh0J;l8b>$Ux?8XKa)TPH=^PI%rg>O;61Yla0
z0WLiMlN}n%doXY_o@imMAC{97O*38kgpI@ZP%ao!SWKgLbP+k*I)LCz?9u&;_~CTj
z(K7FTYZFIMNlCsN6H6YrR9Q?ix=+@uOc$obR?n~Z))8TNUmbAcQJ*v#B?G@97#tC}
zQdwXbbQW<Fz`)2<<{t9JEE^ONpl_#gy?$A>^_I=+aUZ$OP(o);8X&;9KYNlw!NGF>
zxy$uB9}A*S%#B8zaP{*le&mTwBO!GJzG~@?t!An4;Kac0dOnp-fzYU&-RUkhK!p<^
z{VGEKBvL*-?Q-$y%TN25l%+Oev`k_&QqYjr=M>S~FG%;3grSW%^YAH?;2HPBl67C%
zvK@jp5u53X*a^Cp#8e=<rLRGO4k-CCp}{*&n=*rws{E?smPQbl{gB#E=t)|0Yx}LR
zbi`(&bnqWANF7b9nd_&83PM);%UB>6!i#s##1mia1@V{~;H+Rh1QbGVE{0pKsi6tG
ze?C-kFtJQ^j$R7?X*a=^N^&GXh~mW_!g0I=J@!HCSoHr*8SuGzvPk>S&+DD(9g+12
zoOFSz@(KzVO9OUxK3ze+M7$7td)*_=RU<m0aW+fD;Z%ecuU9SZ2(+pYRaHc~#iM1k
z23MUsi=(ix7dr}54{^EQ`dYm!M}GKeTvCP<zw~u)O6hnr*Z$;pc4}(s-e5sG08F=L
zL0{a*_gcny^Fw67b4;r>iB0pg6V}z23678V2H_h{P%v|CU5FAs?=P{prr<<=J}#rc
zjZygw-EPn!0@3={nu`PtY*z5V=e6;k+z%Fm8$b0(mASep$Z(+4+xi{uC4mCZnMW^i
z_qj@Zc|g1faDF33{WwZ2L?m4o43LcgI0^$A0_0I@YT7{G3@*?Q5x=fa+CI{^2|ZH|
zBOZBjr?a^=edHo7t-C6qJ4xNKfdAvImR;Ap(A((0yJXy%CCJFq-A#v36`!nq4vXOh
z#WgBu4n#Tum<MfEh{)0+*a!x7U6{XKx&b$h5wE`C4LVUX4>hL~0*AUdJJa4<aoDk0
zIqc$u3sF$DgTu}Iovrx{2D^doAPQ@_)U?3(X|j9gZ>fkKAEl_Pr3NP=s2!o6zmaFj
z6hFddM@K->O5v}9&9}+P@OeJ%mQsg|pFbotjQ}Ahs3}Wl?7eE+)BDH_w-B8zN8gMx
z!{_EdS(TVVd=#AkSHD<o6(W`YYc(cwx*G&dahrqS1rVp+T)>5Qxxq+cMPX!xbGuxp
ztiF*p{P6KClJk!L>WG^swCHf-hJiOLKpWeQYFxC^4>^05C=N}(^X%s=2Fjamw9w7U
zpMJ9#u+3z%@|Hh;1&3a||5+o4C3JUmkI>5=Kv#V^eB{MHgJa}uY;v^Jx;;F+%(6Y4
z;B@dq+imwxgQ^~_VZ7OVgYl#@vB}__^xWOCwDn&6jQ3<N_t<!M>YdmHI+KC;^>~h~
zw;5OX&-trsFW!?`6F0XrxH^JzT4hv@g4ksb??#Zi)OZ$nHq{E58X7Ck7@%LNbTuhm
z4rEU?onBpE%v=#n=#e7k%RbBW^yD?|6~+E;TApX6*&oHf+v#myM&EbKS&A@l+nsy+
zmWF>tE^+BuwO;SKU5luz+I+V#h3C{#>r+W{8Qyh*cG{z`h%@hOog;6lc6FBnE<_*F
zLkofYK8R(Q*}2dzl@8M5Ml->XT}@y}v}#o{pO)e}71<r2LdVG|;kr`Y4WY^{)yTU&
z&&v|_=R-><ALZVlZoU3{EM^eQworFGGmCV*Te<yaw{Bl%LKu5gxs^*vItZuY&awC-
zOHPW{17%fnxh+SU`TVA~XN^sK8R2teMw&z0_;`#|5Y9x~vupKq$x5kJ0Z&nMj!7~a
zf*w`@hxGl5ZUo+(F!s^2+{W>fKy$TcOY^%rCg&sB`I-+J^~>{p{ddhy!-|P$@7%nm
zuf?W`BNSq=9hbairwP$Lei_{J<R{yEf5PfZTq*lnj;)TT=A641Hzj9ptof@uz~xob
zh0){L0^0=XZJtutyn4NF*byXv=)ZL_y}Z*hpZ^sYgGFxekZ$wwBXUJ*XRSq^`%!dN
zRqkkd-au^LNNQ<&n<&ceD0kjeaUP{)u0>h&-t;Tle3HH8#^?kw7u(;tW9{n2J^Vz2
zK?kj_O^3d4DK{s5P5S?A-S#@qr#Pwu*AV^p?`YijPEFn>qmh$@wP}>cU<LIqJ|xI+
z<R>%ZDY6hMNO8MVd=?gK&CX1;{u`;)Sd>82=*;lD35-0ad{1~c_tP`g&FyKR6K}CS
z%&O&4Yl-F7;BX<6K?2Whj^=d(S;xaIO^wUx`z7a<IkAlfyMMNKdUKiTZR-p<wjwA6
z6NOQHI)&H#57IO<2a|m|CCpfTF~scq4M)-uCEPJRJ%oF1C%4b9riUB(%@@;;Exctw
z%S&?3es8-07ms8N7Pg`$);j$Llt6eg97I5M#O>bXRr}A>UB&~G8T#7M6|Y|!0y<3?
z3r$KX+}D3r#`D_B>y4$&PF96CbP1i)toPBXZ*Dk@*h<PqG_Hyya&|tp1k5)@G_&3%
zuq%C_lkgusEQz;pHb3xoFOm#GoyhtwHG&r(H&xfxrd=gSb!lqFMbOUkbU?QG?+rDT
zO3KY2@xA3*`R=wvQ@KKgsyA)i>cR|}d57HgphHNXiz1*irIvfDXmjnYlfzL`R$?Y$
z8Korq{vQ5{;-R`y%}(kimwku*-9hW$*IeKBh8Sk{TCcsPSjJH6M4d~cq<B=w%acnJ
zpV$?r#=lAjVgLOineKL5ORRJu+uX7&P(O(l^c5)ii-LqcdsE{V{hr%qbLASW4`<2h
ztzL;=z7Xs!RmYEVZctCGxyHxE{mcfpk;?Y(d!IjRqc5*yZti53(!SHjVpf=qr~M9J
z;qSR_mk!q@sd;5udHx8z?Z($uyK^Ra+O4_orE_gJJZKE_^1r|!d^v8T`L;qYo&J%~
zyQLIG&FD#3#h-7X&a?f={xod9jYXx|X?x&9fiWL1Z4vnIUQMT%jI^iPUB-u)SdE{x
z_)f)ko39;*&3}rX_saEG`C6sp?~mGgD)RD5Q&OT$tdXETsa9&KslC#a+5g)bV$AEE
z)poC!gGN9-nc~<yY2D$lxry_g^NUNh!>)1b%{mtE<s=DZfPT0FzhY@jw!1awSA%0W
z*->35RziO)?2THpTf#keb9^O9StS`O`Pqe?73HVWNO4xweXbm(#K`3NRw`L;r>&3f
zHzr7J|IZ5`o6#$sRKU9Ll!7)?tUR)BdU&Um-vz<gTu&olg$PK|e6Tg`^uzf`w<%sI
zr_r`&eYl)jFcBG+-uAEA**bf8c(07AOpQF<yRAmQXKgGBmvkfzxFZ@HgF<D?Ti<(L
zB`Y3mKxUAT6pok2S3B>D`^@gVrnFbIt+Bz4m2G(_Eo=WLGLa<`(DI<qdo#Q}e>USq
zNzq-b?pBnBR>1b`Q809yQ^~7YVH3}cpIdCu+<)h5cGWy|aSGzPp|0~KPgx_~5t$7o
zc}`O#XMRYYYtDyuZLbY+&sK+=3~$q)yK-cKeUDiY(k<@3V%jd@DeUEkc6SAtrQ>jK
z+jH@zXbOKdh=3=oNb`ee)Usz;Ol%|93R+e5`Ndu_zv;zJY=k!z64L4341;7y$g_@I
z>TR#=eDm?ovepL*16$Fr_YYToD;LXDG!EAh1;u7LDS8^mDl67<{!P2)Q^SrLnBRn2
zpS>;bW(L8^`6GnIIahq9%tPa~J$3~j*|YLP_$bIo<6qp@J|{CvuGboNQ%|@15!Z>5
zG4L4+A6AW^q678cK)M^y`EInj0$UBa!e@VAP;sUypdPx4hwqdXenlYWTuXP(4P!{K
zvx`hiNb}f<EUfut)(LHPbs+paHg^4O)7CcVr~!}b;!nEjbGWzTl#>1BUa^;hgz4K5
zTLlSJN_moxRMa_YuO16@5FGaxKYvr7lpiv#jZfHXLP`5&iM~O>x$)Zem8{2NmX$a;
z$w6A$hlH)LriajHlT3KY#Uu1@N9&Ttd*9!Yza~Cz`k9u&ca-VfBXK$^+{YzxsvubS
z`qmLDpyOcf?fyYE`Z4q2p2o`fCb`?Mb9v*Vl*pzlPD<^MP8F{LRaLK^ZMi1P-uFp<
zM=PA{y<ckZe(D+<wrVtgeh_3rsSIbThLH4bZr{5Ep*)yu$3|g%pe<p{|6*3?u$?}h
zD{&<25E`0WJ;vwIH~sY3R$gOoVm4bLY@o-=cQ)8Tt{?j8bydj_%@i;D#Z-r{7VQX8
z{9)Gl%CkrUHEoQDmY3+7^Xo6sO~+t+wL(z~vM0J*TU?6^l@um?LzYxrchb2qHcmM+
z^4DTa%ha$X{g*{1N}>Loguw0QWR}5m45FzD`DGGIcy?JS6zb0;I1qshX3B(}B|M)R
zuU*^kN9&F1tvpTV{1GG%=WpK<Lm)RQGBUp76Cn2a;{MQPReEmSaglbtLs@e2w4PXl
zKp?5vFMmeJdRM`$1F}2D?_WPG7LhCHkA_p(<cP9t2L<s_emJeKs=`Y`gJH^+9h*+M
z9zdqkIZfm;5}oFV0<Ss`G_fNZ1kw?^JCPSFgDgW@?DWm-!gRN|JXbn3_rq6eLnsIa
zG>!5@>DA!}V^WW!##_`S-c4+rze<!4h>b6J03nDWit#%!*7=eunxr^y?%ID|IGFwW
zyxWDI*Z!Q4FT<-y5Vp+-5Al(^-H19IG}l>izzrq^JNa(aTHjt{;@ea-@GWLB+M%Jq
zkQFME&_1)x=YxK8&9%_>N^<c`g0vj$8QL>%Qd`^c@OR@^hvP#Gk|t@Sl;gt8oVbJs
zH?DKH&6OM5ICKxU!v_zXu{52r>FEXYwZ%zj!ZEz<D%{&Y2>BU`?=Gzhj=h&lTJO)K
zgRroi9;^<M5RAaDC%*~5#@k^&cyNtn5pc)>YZ`2t#fLaDkeq#SVH@;lySlH&Ym&jo
z$043B=?q&(Qt)-YUFVA=ij1zj&te$S?(T+121DEme<NIRKTeWB>N}0zr}_e-jJxl<
zj6!~zfrP3f!YcjmAn)aep&=dq0%#XQBI{7zButq)E$Z(^7gu4Koh)q<us8JS5Y|$w
zvOP)4qdrCBRulf9sWez=^O!188*sp_>vqC$)8aNZKW_7%uQ8HUox!*0H@XQ;gVMzV
zxs;C%k7M(;xq8p7X6y8Vfy(}Ajb(9VqedByaubz<qfuV*Sl^5bFYmEMIL`KmW|)yo
z|7!=F+XuXQw+qDOD(KgvY0mX%DpXPbbPes|X)^4(zgodoSq<3#&3Irg_eeWB%U^HF
zIO|_>uNxPO1{Zd@M`%7(RJO|qJVCBE=am(N;q6zSq`mC)W~blM|2tb7>l32C?;7-K
ze(=a3a_0&>siU`hZ)XP|jDyMp1vyDBhWT67myr*rG3T3CaCwWJTJI-#yPL7)c-=<R
ztLUX&eA=WQSl;4EbfkZ=wbVV`RAyRO#NjVD$@Touk%$SqHtMRQEsF+p{><ioO|9o|
zZyj&ktL?p9?+HB2!X9o92I9L`Qq%1zXQ#^+@|5ZJlhC^8=7)Dy(C|#A<??C_zs;tV
zZb_SechGttJ@hwo=;<s0zpZUK(=nPQsGYre8x;ek0UQ^I!6=Jhzlk0&g!VLuhNi`<
za$2bs*Q3EFrZU*hE<1E~F`GFnG%$EiZ|&$IogUBjxjLq*rqGF{@S8@VMt#?_dTmS!
zJO9DhTuGyoQZWsyDT(6&HSf*OPosRCa@q~{%ZZ1+1mRLn=Eppw?ZdX0oDFwbJ&7|K
zo~8W#@%?p9hcdNh2ASN|AG1ds7*gu|iy3$Y$G~{sfBQ@!nobNUc5}p?9?!l6<Tqhy
zP#DOIAUi}X3Po^^w)1;KySd^`(c(;lu>RDNX@qq7iE9n@6;FMb@i4B{E~{;f72bJ@
zwww8{&C6NeCA$m)5$b52E8_xU74XSd+nMh1$!egA!Hha2VH`=FRJdC9pU?dI6I4B<
zI>d|QiEA`=@B-9w;IW2HFVMI!5TtMvUj0z_Ie3L$DEWNzc(JMp%?=|=#A`0LnBGo`
zT!k#LYfaI^BW;&48+t)dmmbffMmwWfaYoxqL3JjKJbLH^hZBZmcE=b4f>9C5U)B88
z$x*q-D*EHq(6<6;RT6%9F?Dv>vQWykC!&~GY>;STO*`I^r*Z0B@y0##m3T4yBM}OD
zKxWY4Gf_EDdB_0YLqSus=-=xy_g8FnFwbcYmiBZ{w$*7eCbKiIX8Jcz5Vy81?wZL=
zAh0OnzaWrI*FEJCkwl9!WEkJ>Ei+df9h1D1tz(nbA@|b@F7HHZp^b37JNtd@T63#%
z!R@Z}^QZ9WO(afSUO)K*s&+D}_K!|~4f0%$td>J3N=a16s8syS9`BaSmrD|M8U6g&
zSh(u^u_MijDEYrl+lsTZ;sr_kvvc@Y#ZYokU+Sg(^d_c1xqt8-$(wG@#uhk;{ye@l
z?ZhwnYN;S!YF3+{mrT_ZyYY?uA9DnoWVjn0`}Ofy%@dYg4AlA)(A|@n3>x6k4)o2m
z=Y?;&_M(J4`x(5whifJX$0`SB9<wBl$L;}E&BL=1G${uoIZomk?l+mekNf}TjM0yG
zIj3XCB+Wi|5oawv2kEzuRQk9+)p(b+oIcq}jCa^`!?n<ojQ<%Sfj}xE#NJI^ZclrH
zoDiZB9Cze`p*3B$l*jgMF9i+eM#bN4cW^njAVwi*SI#H6lL^+xRD|6h{OI{~9#*zw
z>@eP)+bR5n9wg!Bo?Nh^Df?5cRX|ionY(YTh4Ws~Un)4y#+qbA5l~K=|E=G5oF6Ea
z3KF6xC$m9?BEfqJq_cPkOO<)@#*W|StNI*peJI~AP|f$wVul~5c=$4$orlFIB)q=Z
z95*JzFiD$N1{R&~bfIehn1$$6S6FVLN#_6Wd*pV*auT9$BSCyVoSxd|3qvC1>YZ>7
z7d<;b`3~tIIRc+0La73?sC<x+^WY#mp-H!}vKc205=@m*!kDy}U%#`l@+j<+)<f$x
zN%_~1ZehGDqQVKit;ghB-9UM+_xjdKCxW@iVqfPzZmyyU<eiaIEmd}D0`z@v=0zY*
zzsp4+KEF1K7+jsHw2eGNG<Z$X3^|pbUKL6YajCajC34kS>vFwbIAxQ8zD1JlC%*Cb
zG_+K!HZD-FEwbQ3HRyMC=ia<YP`?@BiXd>P0Ur=LWm{K5K-J(DsTrwV69PF1w1S6%
z$bW}f?oXV`Z+lX$U2?z`7(ShJ8ZYam?>!8rvzR_mOl7Oo7(SzvHDl>IzB!Vvz3G$A
z?+X5sCftb=2?d#b1-2Oh#gG~pBN>9Im%327BtJ<hIs|;{9E4l{&mw5wSN<#cj1JyZ
zOOdU#N=iy9cnMbSGJ@-AIb(}rxRszM$L%MFl>N8%dJ5A$LUZkF>c(Ar^G)9}K~V53
zIMUa=)R6TO;^JX1*@C{setZ}}Db~`6r;8<Eww@VXOd@8HJfm9ymq^oUUUaqn`WGk&
zcI8OyIF(h+wg<QUnq8OZf_R{HasC4gzt%|_Ht%7|IS8pYhLmb?WU+>}6PnF7GwuI>
zgnf57mEr&YgQOx<MkOQ39@!yLDj}qdjDyJDJ6lOaD0}aH?7c@B+2hz8viGsK!|#6d
z{d}(9_qu-9^?Uj!=UMmtzTf-(df!ip+!k-)p_3l6>d{8&t1YHV)mB2bweRVAKP2)A
z*$y%7)w9kUwkr{t@$TrXw{oUNU<C*VV>wRE@n)@eHp*g=2Qle$KO~`S*qifsPh{<!
zqE^CcqOylGkg3#U%Y2P#Soh<P_>4c3xnKXp4{OhfFnX`Dh}FHz%#;FT6`pmrw0q1d
z5$|3TrW4lrv;ES=txMw1;o#l_=gxQM!I?!ywXGR_)cfJ5BLhA{LT`zW9WsWb++KKV
zF9e2;)4Bh>Ec8K(N>C4}TBHUZ$O^_=Vy-D^BDl&!{dEoB<ZQj&`j6fPJjV<5H+)qA
zFWUz!^}Q22IZ0o7V0u^7b^N`%UU$Wt%@%wWgl&1$*G2M|r{z&{U5zwaZYMi~T|XrD
zN{!x@M)CWv=_u13VvL0kX<Uqqq=X~1OofTYw)M_v1Lo*>@K<mvUu*dg(AmSQO2_!|
zHtnDA0#97k0OXvK3pJCsH(ytFBFESs$h^>hY?F6zRJMw$f=?aZa?LKaz~nZU@(6&X
z9>E=vRF26zIYV^5wQ?j6mm>BWZ1x{ncC)>KdViBVTleXfXz}#S^sKEgIVGimaEK52
zst#Mlo!E!+7qtb+iom8?tpg3Yb-I_8Vkj0Pp4B!}AcKOg10#_X@_|^TZ96P*mg&)^
zpnLW_ba*57b3q`3_o~HAv+32_!vnTAn}4qFh4<!1m11kOBCjH&iSO%NU~_PFq^`I_
z4ZnfOmiH0_nP!@J6P>5C-a`=S4G<10rpu87MW$I|q@aQvT;rp@2z+ARbApEjEH#${
z%0mw|#=`7MoY0)$LdfF*>|}x`=_*UW-uTi32=Z|PQ7@6$mzTY1dek|Z-Lc@V#@qiM
z0#ZM-%ywDD{qKdzASh{6%Y98nqM7#TmzQ}_Sux|d|DLJ)%nlOoZ~y1DwzWoD4{yg^
z4Bq9-D?3+KE=_X}5^@aC!UoF=T4h<z;mv6h+@Hsv)BT~n;CsiH8s;M-R8-pU2fi+W
z>~iT#msb5WUOf0Axfd4Eh-LASJ*RKZ$&>OjJYD&2bwog@d$?8Eqm#PFHKU9E`)=P_
zbto$Q#D9ogA`>E07cd>p(U&!eB>sJKOLXf4Uq+hQ*gjjb8$T*>_)5ihZMwkKyf?;$
zOQg^}<{4ZF8Z$;G1q_-Gn+X%aQ%sW`F`lR{1(azYEz3<0HL(XF4D<`5{p2UOMVDD0
z2TBS<<PL9<c_VYFEXzT<78X3z`!D4G9fNbJDLTEQWB3lQpG)AYHMId0Es{k)RPtN}
z9kX%TGuIgVf;ZfQy$ugKR(EYP?_dwZo^%xx*IL7zuQ8KAh!y<*Ln0nzd4{5t)MX%P
zw`QIHj+SI0Zxz)EQorc97k-Us_NN8$JS7YNec-8kT!U$KiN^u2-`WEce<RQ=H=40l
zo|}#658}e-lP3v(?lxZE5`7TLdY^5b4q-Neb54-#u~1iW{;c#!V!Q{RVRe1Uvk-6V
z-TL(g+E6woWJ1C-I6aiu$Y4$RiO!vr*_wH0Z>?R$|90prZ=9d&wbCzrfOiGhPlN7!
zKqk)nb4a-yR$!sO!zxPLXE?QP)6lZds&jW>diQ)DoVZU;>0Zyi{%AH{t}Yur$OooF
zKZza6wvshFu?bvyut8#dt3jN`(Sa`Sbtv2YXn1UJ(3f9h)BUHfiqMT0W_JaH-_54{
zCd%z#^4+kKnLMi=0p^obS<d|Bb0XaiU^re`4)A}fa;p&STrm^M4O7{)(=eK^QUiH*
zam}AsuE>N$U03(!n*Gm+cE*a00*`i#fPGV^o4h9zXfDh5eoOMUy_*VPA>w~5#KPHS
zd%;7fVAq5cqDu>*J_!@^+2hMgZ&6NnjB07a5g8Ym=`TH+^&1f0|IUs|{Bq~N+@UUD
z)}~x^6QlpbB~Sxo7)!(iL10??<eWR4+gmwaI}IoT$!b0~RX&%nN5!ZU`LhS-)4k7>
zF0OR=p6FVZeP`Qf#jyuqBRX~g(=KJyivnkyE8^TBY#7k6Gt#CkaCsgnmZd1C5R)>F
z=anXLnee~MXWxUkc1Y9O^{^!8@u4+H5Sn`aleiL{U1GhGObcP6`kO!ncw`t1c_ONs
z^$ZO5JNr)Lbrvw}Rr5ZGnO{?@N1`MAoOfDtCqof4zR!RTu~IBz7!k}{y&aB-=})ex
zRV!=&)6yA=DKOEn?981EN6cIaCr6gCA!SA3={?W~t4Us7HHthLFd|QPj{5p{356`-
ztTNC2Cjq6;F!ZFeB)HFspU1_D*eK;`Dxuy#W7tB|fFb}n6H8sfJ0sYjeS0~}^ZC=G
zD}iS2>ngya!)%ubvz-v8@@>XPOU=`QbfZhTA+yg)OqJE^PB+WW-I_b<cO9->+9LQw
z5BB^T%sCE;Yz@?@rJr1zD-Kp$+RhtVUVXd<0(Pr&OGZWmrntE|F6%%10(K`)Jn<I)
zJTPu7a5CB>N&B5o{$Ju+o1shPZ`~p*a(Pla)~)I~x)O_D2Q1L^57^K$yC~;PW(shu
z0B7}qFU-(q8@8mFb-oK)VCZc^uM=F4w`IL`sQ$~3v!kVE@jNX0hhJRE;@d)llyZ!-
zPDg+00xJaE(wl#hH&jn%^mi8r8-WZczzSgFXF9UGoQLBP=j}d3UI(@p1XAAr(I$oQ
zIqLf?p5_-NKD&_QUBjzf8W42np?;xA56iB?UpI}~=PkBI9{>w5!&czH!_(6FVWy;w
zYt0AGJH+Y0$Gi9+Uj6{Gx3d{;HMU?~sJBE<D(yS^x$4Yjh9CU-N3@6DzcW97)=`p{
z5um=JO$Iwg?9+7Pns7>lL`(}5&wRxHv&bVVMl7DK1XPFSU6JV}D0SKsW8v=^=VFok
z_h4?{Y}rNeD`58-SO<If@GVw%MI8zwuHr&}^Byk0^P!jMUQZHQ=X`6F`P-HmB2|oM
zS4*B?Diff-sD0=B%{q{}bEbxnYKwzKntYvx8Sty_{f7lsGcz(2znv>t;n^yoZ<jZ3
zTgoxj2nALZeg1SV91R85ox~*;h;Be;E11mr%phl^g(4LW4_r-L;tl_^^ugtV{C_pA
z^U?7-w$1Qer|nGzZx=z6zZJ1NgC|-_ztE~U=Zah5FEBefgB;7i!sO$_v{w9!xx$^x
zS`=U0&k$?>hOP4~q@W1ax_8gDZlUQ&rOK^a1G3)N3V`P={mN&k-bQ$7u0jT|Dfd5$
z3tMm<C}EH7fV$8oghwg<tm@-1x6@Jy?X0Dx1K>AhY>8PN4=+fn9f3M!@?-U4Wf2G3
z2h>-f3yn**#sj0Vw%nIaJYm-KF=T1|CXAGKt`Uvjyar}$+&<_!9_f`qMoF1oWr0Cf
z(H#AOY5il}Z9HWr(8w5YjljS45!87t*y*-yKpq|v1@dejKKW*2kM-VkJPm;jE)SLB
z(6789_{_=Pk#jr$#;P2UTho89{V4VAa^(jw>b<7*SKhc_4#P!E@+HPfU@b{`1T_a_
z<ZCu^K%^xLPCjl2S?uzMnc%}9s6?m~WMm=enU~FxzR^;lSc$7a?$T>8a#1D;S^Bor
zG=}AQ?sUTwERZp9tMgO|EuZml0sLyO^BLcE82?y_iRw529@obkz}Lg2+i|irNotPd
z=Ua%?OOwEX+I@XxO5WR)3KyGz;HX~te7+gImCvd9TeA~M#MFVq4xB7D;BW&&3k=sK
zKdRhEs<fOMsRM9T10Q0K+{W-+6;3Y#>^ugmDk!O~91LreO{Unwz4m;-scU04ie=_N
z<w5VS0dlusMCE7JwdxO4A=5liL3-{tv=VYd9Xt+fdZY@G&YYK8Nv~C=Vsqk@1ZekE
zgyMqVTfBL5{daBGY{~_+9crm^<`X_=dbH2w`GdaZUK;w4>UovwlnY0$e#-V^`>PYK
z9y(!M(<1_&P5rf{`n%GVjvXwOOL2~puXN7>U(?sUZZ_tu-rM83x-!Y%*bDt+>00_Q
ztOEJy0snyGUH;S5RNy8IkACAKdNY79A#uh;%V?>X$0~oN_a#DC2`cF8+ud7n`>-5t
z9HW51>lUeY{tA?l(NbUM3!SGQ;Tnrp9s7MowJJBiJ<{5?KN-2Y0Y)ID;Bcs<sF<}c
zrkdy~ba?xtoTL&mio*Bx`-oO-BHK2oLU`df-F}cDBi?>E<=qMNrPhz6!gQ?Ap_9Ss
zdgVvM{rnu8(c*R62K-n>r1D&T4(}ZoG?(|U?V?&0IrC2-X}VC?U2x`|_qpIq(zIao
zl$;`TF=}k0x0nU*H`y&xRd|WDpG<AYS?8Xu<uAO^=TOn`BmPSNSrAwS%7D1kV{?(W
zol*Tf)Wp!8DbK*O9>Sv9q205!%-}!^P`zyYL8+ydq~B?rsUpwWwy8hi%@z{;Het%M
z%F8TvWoUhHCeS^RDSo!4<8?VGA`90#zl}ww*8oQN`yf#MSXwmDB$1Pv2gt(kbu<w!
zFwA7MwCR$7CCbLPKLLJ}^~QtFM)O(JDYbT^2F-?Zgm_=P`SWymZTP2*peF?fc1fPv
z!4#FBTlCy-6!>dHSxO=RZ1B!%ox@;pjl^xBaI!QKaOUamP{19t$xxZQgc}~`0-?6M
zqCAiR66Up%kGX-8U<PKF<ndl4qv&Y`rYbo;m)5l~DERs-Z?Buh&ign6Id7YQxp_Y`
zZ_00R`&6X5#a~1=@KND|)fInyP_#Ol#A59xb>of4_ONNcaUiKaIR8`LTLWClVK|)(
z+?S)cQRQ!!FFQFjtOI!?{ry<8T>5w3N2L~flO&@+k~jLljngEa618`A`BiR4JWWh#
zO#E_zS1kI2zOo9sQmNQ<gyP;xAV_(pEPf+6TFHu@?8AsUg13>*gq;>Xm!%qby%x0^
zjU)e0avhF`C!9<staCIZ97LgCE8RKHc1saLYNy9qQM|e-a-xykzS?mheW;-U(ubxN
z=&xwwfuw+f-9T#REE?AxLS68(Tf4}mUgs{9QdxB>`0xrSllUkA-azSd4u;+f<OSBx
z`CJ?K%K+lvAlVx-+vj)<cyGxPYV-gVV$q$(r?N3S1sEFlujaLTij`zv%wD$?>NjP9
z%7x10@R7+tR(5vwMYUqX*n*o$2*0!v+wFn$MNqYR0~@@DkWSBzO1R;>vs`KE*@xFQ
z;1V6=bD2L&rB8IGyNAE5wlk0%dTKnSV#5ESpKaMzQKDv}pOn8X!(5o*?*lmQqW?|H
z)=5#sVAK&2%x|}>V!f5>)zKSEW%Tll^EPjs?lWkr#QwLr*?6I3ddzU2EwlKu^Lmob
z3vc_YJMnJRw(BACK(EqWF~geF<(8k?xt^i)JEH`iy2_iGfVW)2$G<NvBLlpRXT$kc
zWl@4TdVF75mEPEHwQ}q>5U_o3zP2W}KJWtTRE7e8llG|u%S&`SzB1Cge}m&;R7?ah
zzR%5bI=)(RS0+eJPhUJ#2?xK5hcL5p4$O4Bq>5nF6V&s>WM?cEbBYyx@$=IWRn|&K
z3cL<=g=I_DyA3DZjL9#k^TIXNp8mYw*d-(?QzK`XSa4%vM(!bWcmEHs-_GREmQ3r^
z55SyU`+cHt3mDM|e`>T0auCzsLZ|}dMEuL~a@Ez_Jj>)Irkd(pved>WoW%9fh$`X?
zH!SdmhBXzeGC`VH*88rMw5)8u<APoPO5Pdx=tjm+ofbi?<ttva^}5RyHR$Pl%bYsM
zE7-k)<6<28E9W8*%!qa@)r>q&R?Z$Z2iD}8;c=G+)?t<EXnLh2YIponEV`^_=?5fZ
zkD2XaXDc-yGeB-)zFrkkv#2h31=6f(65pKgy4O<VRIl0{d(r|cAx;LeCn=d+Zb&PY
zT^{Nyq*l{08pc4CsCfMrX{|UFEJM8wFQ;LzOpvS|Gtxt$Igr!EzU?g0m}N)#mBup=
znDnF$b@fU(#QsK;LF_CnR*MzkwW#UTXui!b-u^;Ivs6JE_u)rE?vEGucH`!EOJfR`
za^v=k<r1nR^G*{wzAp>Ug$$-i6qIz=X(WTR%+mB!3v<m>j<;<4p-Ir#kZPnL_$$ee
z?7#a0n8!QpMim}Ty6&q0O_t1-_o#R4IG-NQAO+f3r@eFXPe0U<<x&qsF63nMj>8#!
zDuMN0wBSBJ^%W21DO+Lw`O-2wv>p@E&QBO<0Qvw?Oe6tBhnw1=mRn9i%}~KfSHY@S
zF`czBYwkElh?qFNy55IOTON_Txa>=%ITRe+rSifP=o?&Z-AQb|RNy0Q>I<UfG?jR&
zyRCM2TM<^RsOpI@-ML8*a^MVS>9!Do<)4`6a2}{u<p}p;l5b+R*j8q@uZZeK*L92J
zd445wRFL>;`?kc`=(Mh4YsC)iaG{*BRr*SP#cJQ8s>0CHK{mSL8OiCojei}657s2O
zZ{rT%VC76CfmXf&>wj$tvXo!xAOv)>?mMisKM?^bZv){wkU+7`K8}CIA&2YEp>z$8
zUBprRz|^Es11p2VkEi9Ulks^`{H!1~vL|3Rk(}ml>{LzIu7dH^2D^MWEu}>}tt5Is
zCRBS>TWGV%LY7;e?`=Gok#ad$OoxaA!a1~@Vik(*Q>|Hwy1hXO^Xb$2HtIJGwSK-;
zg(u;?2~jkaE2jRnOR{q`%zVHSMl*BR8IH>M*<lYH_~y5QZMzS6l`5<Ym-0`W5ULxJ
z|EV&+cNVdq%X;Fulfa1@dK!kD9_p189Gs{jC~?DLw7=>{mOTyQYRY}d@*N?x^{~VQ
zA+O6+o!9p!pakc@eD^5!=r4-A@|#tmhsSxyj8ixon-Dsr#_=MR)2f`Bm+;i6H@g&b
z$DuN}e9BJN+4M)2vJ^M<b;vX9^dy~8tl+h0*Gjf3>IL}TSl7(STuYU;iZ<(tT>i9;
za@gC`60&?!u<z(Li@qx8<joG5Jv(bnaoP81s8&aw@Sy!8m3qy}b_c#(-roI1_}i04
zGGli3m6eFTGQ-W$I=`&+^rg1wiGEaYml(SssCR?38G8FqderG3@w}E`=#lO^A><K%
z#oHms_Tzi0tu<m6`57HY=h~AQ-x>W1HG%4tp4?C7RAcHY;~SM}Vvk=cvA*rW)sfwc
zdxSpTNC)b)k5Hai!AZ$P>?oY;!6C1HSm<1N^oyT_wU)w7fkqUKEwrb%l<w@aD&ljf
ztYo~KZR^O+rQk3&=}od*9x2l6nb`<06Uk|lM?N%HZd$Upoi{R5Dv|c(tTE3`6XgNP
zmyrcI1hl89sFAgT`KYoVDE2nA&yd$cytfn7W89=8OCBYB{y8vo^yUs*beYbltAloi
zL*lUhZO?N@5Ns`4llqVYTgcUMq^UBw6UIq3B0(beu-*D@drDza7_zDsQpwO&)eR5K
z%+63c?c$KCJU!BMn*PRhuXe1eFiH7Pq-=GyQ8#*N-bAi9b*Q^H&XoW-JoU}eGSs(u
zPt6dnOP2wbFKx-vBcnb~1A;CnsN!TMNS?euBmUqxMdM8Pre)9jidr~AOy$_-$}4X?
zy2dbUrIII?>+?(&DW|nVLOaE(qcn*vpMpZtOX(=v3qKp)Z+I43FR0A5vD|)Cj?@He
z6Opu)olP1FfF$|uRnbEjhxd+snXVFOvD$dfswq3OvD!&shE4x~AZi@F&3E!SSGe-+
zJs`gd=TQv~tJW*lDzI%_-l~v8UQwmS7p<1PtG4^V0V`ZtFkZmm!5#|k@!rBpv&aN$
zwJdDukm;hyut)A=hdPSvs>E{Sm8qbJ#%@TNp^^3|rfu@7o**89eeW+XWQj@m;Y>(j
z6|(KLEzVDwBYI%)ZE)96Nm)&@9hE~gF@Z<ttB;HK;FuDile|D>EaUoutu+F;2oq$)
z>kJD=lNxf{ik4aLepv4g4-}4*S7v`NXo^s60F}0y+s+HlPA8{l%ti0*z;rI*0!X2%
z#Yy%)#YwJ6^R7aA^6iVo)xKWL@-v!_(L-oHhjz9zVa(uX@_SrP&-1Du^?^i?;PSFi
z)aDMUlq5y*Bmek0;MM1C3gk>jsLthRR3PNVu%U5I#y`@_W)zx4GRFPQls5U}e3fde
zIo~vQSnGAydR8unmGRB@-LRW3=mcw6e-Q>c@GPsK^0%vif%6eQ56bJ6xY_gut(!^~
zwVCO^p!Q-bD(45wcI&CJ{aKFG@bK&N*iHxW0^PEB<xJ9lN(3moR3lzA<NTU|@j|JT
zTzu4DbLJ??Ogj86u<9L!RhMtfuYBhnT{)OxNsD+5q`>ONq)J&pWF^ql;CT-gN5boZ
ze^2!*g~xz+kdC#t4&>cEC}F?3Sdzf_mnSV8iNXv^0=Un%y^&<6Z<Tgu=Qriz^m{bR
zhr5hF_b13HLs>caK@K+zZ7pLV8@W{>EnUtw`2|F7qE_ziYoMeF^l;Gc2L2gwcBj>f
z=d8@^i9hhakivQxA~aUaOQDRvowcBa)m(Qk{skD3-C8&{YI~0dVZWwv^+=vc)alGI
zOQ{HGUr5*2S6bGa^cwI`UU_S)0v@m2_=RzrkIVy!1eEz5v<!fIECaRmdZK|ICRwsG
z&EYfPPcI*_$$?A`=>Y6GL+?VOf-($fXcB1MCbA8*PP)Kbs}FQ{iLcg}rV-DQ8)FFX
z4dmF|L*2z`PEBEqBF4GfQ|Hdap<eo&N>Cq^InuBT9m%%4_n8)xOf*rYYsY{{bd51`
z>E<==wQ6M<$?achO@!~zEyHD3XyXZ}-(#wB;^7PG+&@XnEcFrOM}uv3(QcEtqT9d9
zoR$*_ZAZLB7uBwM=&@veYZHBKC`=TOc0a4A#O^uj7}^#I(}pIVq0eX$4#!nTAgKh)
z96g9z5$+4%lf%w$uO7-%f*Esvk|_k4^yJSpo6-pD51YveEoWL<Z>%cQjUE{6q%tke
zcp+_<N^Eu-Jr`hLAn?Urf*2w%3OnCjxfJ!bAJov&e*a`RcZp_V#At0r(BVeV(|h-Y
z6rMl7AGRQG@o@$CFsD(o_LW>Hmw|*Qm0iMYGN^R-bhg|}6A>H$+!OGT6J(g$m*(R4
z1vsMg`t#Dl<L{j7U{~joUQiW}B)%+8N=_EGcqB48fNx-@7#|0K-gu2fa5CwO)M1ih
z(?UCCW}Da^-_`kD(UP1fzN}0I02NEQY=G1&8U<dB&S2DTm2I~K?aCM3Xd}$`pVF_2
zC7H;U{9CHnUx$jSSXB-fL92IxU&cwOsMoC&V{R8!_myNl*N-zQv(|MiQz|$LhXeV@
z!7Bq`mL$na+i0AlC<s|qqz89^3pJIgwH)Rw*5f+Ut@uV~_IuOC`Vzzlf$iGb`tnyc
z`9W^PZJ?ceSoR+N#)IhE6u$UsnyC*A?6h25!gxO(H1HdY0H=k(cK%Thmvlu>JLqLA
z_8<Az?pzonD`dc=;nFK<#FXSp;c-0n`h`algWQ~%Os{%E<>Tjv>QsqOs;wC{Y*Z@R
z0Z}dB!b|mSB_g)F2W9+A0Yv~|c5!%todoh=p3nR-x6U^#>AxJh^D9_lr%7;Sr(QRn
zJAi_eah>A;aW5|_XQD>UWH|&U3zV>yez?qM4nMz3^nmGI@~R`Ny;l}#*iQvngV@ki
z(7j3gQFQ{7w&kFfEwr1W?DS!}q7t*`urm;J6)@Xh@9sKHq?9~+|8^kJ8-PXtzv*0u
zh1j$aMXfQ8*0X?<UuS!6%Mk;w;TKa^S<8A~c$RZDy3lUQ-N0x&tR_kXgr%#!9kwqu
z0fU{b$5+vZ)}f#aTFe-ut$u&)2bDM3Ee<v?M*#PxR%$9!-!3gr>o6Rjewb}9dDD-F
zN_hzR)_bLf#C>Q6RXg1!MEChsbj3Sbx7s(nG_=_}S>Hp6BA&vDwCIE%<kVe{Yiel9
zXV?)oD`Q8-+$s~e4Ix^uvyW*H6@zKcG=iDpl1=g+wJIa7I0bDlc%GfYT;FJWMb)FG
zKUe9why(S;p&iEe%@k;>a9m8>wmrkfGc%>rCCmX&NociO>51RdFn*9~behH3C;<!v
zLSWDC+=sjlk$}EiJ`Bb&D23%lw~`L{HmL({uP+BF1W|#ZApk=sMs^bofdWa-EE7fB
z)ZaFBy4SRBrEks?2DD?ZP&BkDUw2Wm-edq~2_1vBj;{h|6)ovQ!<j$sONFwfFLsG^
z_s9y?tnBk-lO-~LI5ZzVMA)I{m`rB*i%L!c>tI{s)v3O}{ENHD&U}&`VKrq1R*eo8
zGU)ElpqPwS&=9dgVQ0G;F#;gX-L@~qpN&@Q<#ARV@nZ{|yyrV^W}esa86fTiRg@Zh
zZthS*HRQ^(bh%r?pw}ZxU`-vBnD9AZjcRd@>FaVNWgQB|<swt&>EZ8k(qxQwnsgC$
zba#&(Pp$wNgMZmsfxk;#Y?wA*Q*8HgLY4V4vUg^p9{~Gdfx3zBbw6t7V4-qhO5S$e
z%wV}0>C7U;(qQ}UG1x~``*|FudODZA{(G~(v0-qNNKrL;;Yln7d$^Wc^<ef$CO)C^
z!HJr@?uXD#+XZq5J;yKr1MPnNNE}8_!n(Q(UF%?WneHR-z$%^FnAA>CjGZn{5z7Oa
z#=;EH91P5=zj(!|eDXf1>-_0SQZ?&z(J!C)xK0T-%CK^>@KaycHi>sDQ2WgppJ^V;
z!$0$_p{)bXMbw4*|5Q57)A`i)wxL~`n@D`4#8^R+O=W#USj*|R`We>!P)ud}qmyff
zY@AEngwqOT&b!Sr`8+nNd&m>5Cfv~U&*7muH&do4Z3hrDN6Rp-*FY<Wo0^z3*nYKb
z;E##s+kH-dJ}V8a<`!I2=B`%P4hXu_P~jLVtuIQyFgh26Vp(Vwn`Q41GmSgYUrP<)
z%e2S4zeAPz<t@QYUy7fzK>72z&R<8{tV9}5rp193Q6B*?62`|n1!@AwoE6D^MPuot
zr5_#{yvtjvQQWTO0EzO;r(JUZ*&X<R`bE#|0_BP?n<gqnYJufma@3OL-=|hmnHc9C
zUUKqq!)aO9(4Y=C(o5d^Vw#Dn7T6ST#+YQrNPd_TubvkQY_;pI5R?V;I#=xuH8!yv
zCOVM0_f;hN5h~~clxF2xEk2xO&#jqexNkW?tD^zZ5phwcC2s1QWths;yeNTOBVh(Q
zV}*`FOxWdZ+qK2u&|W&HD`I113yWDu&7m9eM6dPrXD4=VuhpKI*TlJ;nuuDei<KCu
z4%t2w?+1o8V~plqLUZJR-S1G*3M#^Up;C}$XSHNMYX;F8gHS9h;y~FD_i2BoLQPOy
zB#$^p)WBdqo7Mm@H?O=e+}xfkTY>XX#$#D=nl4VvUhGh5Z;iSxc4H<!?f0duqg~YQ
z4$9MZt;E83O)WrdHEU>-gKzEUC$Lk&Q#d}>@Fu=6IW%d}(==3*2K)qMbgr=1Qwma?
zVQCyFqh9sL!XzQGj~d6t26Ic*$$0C~X|dHS>gZRQ^}~Zi+=7{PYN5*MqoLi->8nxv
zW?znWjSK+iKJ4H|P_0z03q}#&TfEKpa%g8sg5PS|r8B+`_*9n3%KmLmQ|=Oqpljt`
zZd4BFXNe-d>~jT3TcvKFx7x;tbZ3<C)7Zk>;AfBLutS<bHx)uirh=@c&0C@UY)HDc
z+@F=SKuepg#?NZh=&m*AedSpVXbFn@h%rIC3_U_yqcbaYHE2^)86$}ap@5!pg{x*G
zm7wZ$R{^Q4S97xU61&x|jBs9~YHMYAKz)7uCU-(Kqx?g42f5SNTwRBss){`z_EW3i
zuUflVPVwVvBol5FGex-9&NG7KO-#(S``YoE*H!X<PK(5nC3%n%Uff?#V%d*L{}wFP
zH`DEwIvw-|Sj#8-ok9M$A1#yf8!1Zgf+iY@PUC3e%g`g^KA=O*+XSdzykuZ(UfCNv
zHtx@uvD<9QTQ2HW22P3j2Z0ROS7DX9Ei}(>hIOu+^6~fsH=$TLbfc=}PkY$piQneU
zs7C-Q(Zasu-=|L}6Kgx&m&IA)(5$$qe78zX7vl^yfxMi=@a}#GF;gDu>!f634)e>)
z(Gx(Pb9>p|dM{PGNrKlw>_SKjXV-%zX#m3jpqN`xybISkG^?d_o2zp{83phg<@EHl
zZR-!+oq98@?KXOQr)@<HUb#!#k5v<8a^sWVW2+WFjUAn*{qEvyyp0Jy4#t5jGcCnU
zgvxS@_$;<$WXLB=)qU<gWp8a~>zic~8=7!EjQVJ!HISt`V*Apg8+86Sxy@g9E&AYz
zsa~=@mz9^|9aMIQ?41#h$3a#+xx8GF5+S5sq*dNy%ly8;cz{@RqrPRiCo!@4`x5Ao
zsQgrN4+K}Yirjlt{Dw^WVhxb*L3Q;mPU$xAV9?x45_X2_T0@|*=lYHE12P}m%Qu+h
zVhn|0c#zSgxlowvoLy--qge>w(dmN=U)}}9#3TUA16YaQwq2BV5da>9_4&^e**%a<
z?U_-Lc{x^;dMu{^bJL;H`0WpT(<!WD-BPuU2oL}r28PC!=q4%{ahH_};2})2#zVPD
zr&tjHCVM&4(hW+j5@utAZ*j$N$D~1a9MpdmhlnF@yHC2Tb#=WBCyu<sgc}6P6a2fW
z>pOihw6M~RbyO2+YAG^<dOeasO>z9?qORF^_7{}vN)YMBbLFukC$mv6=~v%}^4ScQ
z%R=1&%WW__%g5!`?3&e-{dK50*?E2SVOcP6x#{RUyVjE`EY5U<zvnNbt8z5mv7pzA
z$*|EUe7Et2)^h!)r>OUdpBep)7Y8zbhXNz!nfLK|T^>lPGSp{u*QzDoRq0Yhz2M(j
zM*SWD*b~@Eq_4bn0iflRej?`H%^bG)g$${%<XWvfc>d*Gsloaaw8-3z)YSV+VJ7l#
zOLi2&9cR`LW1QX(?jNnT^H*-Cp+W(@!05`w1wCtRgkvjLmn)11i_-vPaB=Fmi=X<<
zu<K@%TFqA5ewIRV&_$xfq?rJdHiWo9aE+k+4Mz8r$`T}8rUYAoa?)QD0qBlF(Lk4^
z?9yF+5dOBh(@Fos^9QNWD!0BZE03j_ER7D*QoG&k1Hqx@Zrws{UjaI5vCS_~#rn<X
zr5~i80@w;k*|Un#-E^%|!@e0pyM_vC{&IH%x4#!mzw3lqfXaT?t(|HCGq7d;n$Yq%
z3xEe&mMrCeAE~s9pK!5>tUWeQ9xcsDj}uj2KA4H-Ee-Q`IYc{&a$`*pHY4AJ=e~pm
zrQkVwWxWw<viu;vF-OhbmjZ+&cl8n4N`h8TAVVMM*SpVPuaYE2q%>ngO!mHDReR$~
z8ne~n@Ww^_6Wxgxww>u!THDrqU0b<HcF>Xb7509vRxjRn-DxI=11#xRuX@aMoo&kK
zNO73;56$bnxR%>31~W7A6%oRE#=YLUue?7Ht_-gAg=^&wOgB*}y?&kD>~F%#hWu1m
zxQx_m7tT@(b^Xk8h~E^&vn#VU9Ex1YeW;3d63faA=IZgmLBI08c;PuPn3_>lit(Ik
zIRz?v{V-md`nt!1bHpX(bCo#umMx2b7*g82ko_}7jkT{+Bv%e3!A)s(h3_Wa>J$XO
zV=^&taC2F~9NUZ*Hrd!dGC6iDv3M&FJksm{)vK?(@$2b*RcqNe>=vsVc#99b{f$wT
zxwXfuPN=&hePJBVCDwEH*wf?5(Q<C}iVFNQO%e)9rlyt_r18L6od`2Ozf@-CH}h~6
z&;tn~`S#BEjN;-CO31LRw$Nau<QMk`^5SzrH;Sb}1eJUCNTNC>GCi+uGNZC2%W$vg
zx1Fs)0Qt2F5KK=*oki={VT)c6EvB6s&^!->#EIalv<GFXg;?^mcfhI~W336-eR+f-
z9sS>zAc?WF@s_YeL`2?Ud|2`vv3Oa5nW;=%wA)Q>MGzClkjlVhd~&she{VVN>peUe
z5qk!^Jl{{dLHHs%TCDSV$&wz_tt2WcyvS)N%VX;R`htLj0()GZpZ^T}$7HhBv#p!!
zJPGXT9AJ-ml<@1<v^${zfIkdWJ93m5DyUNn^C_;4Dh0gT1O2bI<5r!DMf$0KYo1WS
zov*tz2iaE$Wf-LVd9zk#hVm3&xK`>&%pOjU*+m`ol?m6VP$76`Z{BBY1WP0y0SnZ@
zET)Rm@b_0!U`3Qd`!qzWF=|ciR>RwQgH`XeRK%KIE9wJ{xYR(<{q`JReVzO9$p%Sh
z<o4U)!SHac6s2f~Ou5}QV~zOF6rWeHdCIJsR#_ooDXc~;Sz1WnWuQA}8TM5MC9CdA
zR4#S!jsa{yKKr|-Y|Hh@)dXN0;yE<)c;(FjFr|FTRvI6_N!T*s_1frw3ZT@;h$E=m
zzKs^x?XR#&t8}o)&P6Z*PEhoxb_TiHorkVFy=@sC3rRt5%qD8Js`eI^wBHwi=t)uW
zP1ae=u(H*(ImNS!z`CR&&)zuAk(IP%WPUm5Auo71iNER(s)hATAm;$`L5;k(XqP`5
zvz@udtiM!DFHtenGFtV=f1ulJdG*dPT;0{}&ro%m@z<NuvWj5{*djIEwDNXiVJJK0
zx74QWjA%e``rK(?)xR}XheHu+5icWsN3F)mJB(v2>%NS@a&n-u@j{n|QchHoa?Wy=
zIXdfTF<FdA@(v^D{JSh-T~FQRfOG7NmSG0XIt?7|@mXOk&iyQQ-qzHul}=-k+^T<`
zUYHWR^5wH<BS6T<H8y_K)8l`wtc*ua5w=`1<n|_3SP6UzEdgK)mKNg6B8a(N;C3?l
zfB2(6Rw)_XU#Hq$whaUXwXs_Di3x%@j?}2@v53r7sx%mjYCK;4l~qM<N=^cT=+FD;
zUGj4xYKuV5%i|@CLu(ek0BT59szTt-e}}0bTyOnfe>?_Q*l8=ZLop=k>3xlrCkI}<
zfiCaMBHCJJFq5b3$P=4W)9nUhl3$yS1V<GW>iW#OB+ombj)F>RZ=@`dQk6wk%@u>_
zrL~8`QTW>$^^-%#$B41Ds>}16FY|}q@A8(S42;v?LG?G90rxh32OW?g%%>cj3m085
zQe*aVI(%^NPQ?rt%F6M`6!%*v;%<Aq*@U9AHszFCp7Id6%p?w}QMP&X+yY^f0Ck(a
zn6lfefC2kK&SN)+m2C>YrFD*=y<TN8U6C4ERKc^peZqQnxF-SffeN<ng;O8ed^TI4
z{Q^O!mzBo4NGkF_>prRHExkr}1WVJGm~;%EhOEsHhfLGLBT@Sj8u|9p+tF2X7u(Rs
zR=Xny*OAEXfm}4Ip`>sfxhk3KTd~SomSb=A!OnT(zC-qGjM&P?eF3dXi^9IzFUJHg
z+)KN)UCfok4D1f$=J$8p-F5a#V)u$C6U{EHwk~gePcOZHbA^~({`i*G5ba`tS;mmw
z+(R+N&9Bj1R?cIAp<)!a{GF&m4KuOaG<9_Nk&VX9KSKWL2Pds|S~jeT@daG*Mj2)J
zBD8hKNvm?hFU@$NkCFiD=kX)!<FpctA#9k>@(b5)q{ybF9gmGsX4fwF?GEqmMXhLa
zk=JeWOjwVg_>hO|YXw{ty8MBnIrlUQDvn}sm1?Oi2WoyGjcRknhU24=>m6fG2vPg{
zKThl@qq!z)s^%(IE)sc&I-2ZzR>)R~ys!~Oql&e2CSxsW90+s~aeIPOkK{MPk?W(A
zGneHZDVArP+)F972B{Z?{6lkvbLQg*bnm!Nq%$c$)^!hDc-qj_vOZDnM<s3xo2yG~
z@&v(i@+WP?h6w7}%HujCy@GP*)$XlFqI-KT3ERK!XxRwgnKYqeT2~Igk!|<o$nG>Z
zd3yhLHZ9|c8C7;RSC4&%ueh~n&-xF6Yd){i%Fvd@YYn7-ysp=>i`?A)s_TB^6?wP9
zXX>f}!e_6zE7pkzt+Qt}9*XHAS9q+(Ez)Nkw8AYa0dz|P4v3n|Sx=t{zg@o@BzHQ6
zI5fLQCN#Hn#pqf1Yxne@VZ6QNlQ<Case+}|{dZ<LvHRSK>||jasQ%ddjQhd%r(LpB
z!%bqK)$AD)90(_`+U^>sSP$so(Q9Q?{@EywEx<kxw=BN;GlF;30cuRrUcXVz!FAKj
zEW4~bty0D>M5I>datr66LL+XHdi4?z*n-rPZ@KBghAL<RWtT2F1d;T_@sZ#)@Ia@d
zvp{lEIYw)isI4KC^S8lnf$Oz(FMY0gxQ^tQ?KdM{CDux?k;Qvai%nW`+p!y}W!Gpq
ztey%Dv(#?QWaIeAowvlX$fM~a7I_+!xY>UUpCB}wmKtup9!5KnQoAfkP9kW+MAwZg
zsVg5?4W$O;6{w=)9=Xb$2CPqEwu^;3!*`Fb$8(u^4me8u<W207uxKws;a`VvDZiVI
zq6#!eY(Bl(*27M`6Q#J?yqT0fr)t(N+VtLgCP-YhGuC&za>h7*&N!-WGH=OMJAbdY
zHZIsv$GdxYte|Ge?A|!w6CE5<^fYh+P__Vz{-*(l9(3sCe!{DY0RI2?+x#*BP|yL&
zHwNCpR`s-Sx#|0@-?H8~?*z^>8=@OAdS@4_wo_dh<8daRuWX7eRC&0b7Y6^U3(p&X
zevjSM07{m=0O8jdf%7G<4n2yWjDApo(Y|7EEUixbEbN`(!lQz*V~F%N%q0q*c<<<}
zr`1rA|JfIy09#4%EnbG9nTT%ZRbbPNtG^B(C(ZHV>3C&sn%{dL2_+H0rSbnc>Pyc%
zC`(xF75-vaxh(L8DwmfNOx-M2m|;Xit}xze`;dL&Np&#*Osi+p*r>%0p-(-q1b^ew
zZ3HZ~t?v*(KjAK8I@Su|NXz{ga%Fcz=Chbkcf5RBi?z?`X7TnokdEJgt{if^a*Uwh
z45}_F<gkQq^Mhx+af69n+;q!sEIkMESS0Tdh@)-9Ies5~0Xl}I(nnR<?ZKtJz$+&&
zafYM6nT3F-(H)*93mudEB@G_K9lHyCA%W+k^LYSsA*Xt9xm8+Kg}k=<qWCQHq`=4J
zU&SYUqu@DmaeJ2=>QC`DIwrxm+ovBAL#uGTk&ZP~tk-gPIGk+}_ZC6o^vz3i$4U+*
zrqKL>lU`2x+8CP8A`khH8X~>*sN^_Nli--7{zxcV@J<VkhbyeWpXF%BynKiF%Ecr@
zL_zedOx*opA_5eBnojX9nd5w$c?jimog1E*Lgc))b=sZ1b@4DtOhFlRK_!0-AGwkO
zu0HU^5@>@@HbP%$L5^EoG3(%-?P0M0d3$rHsDYkPZko+?yl1uArJxEv-0&FZLEsuG
zq=N^~JShmtU6h^m?!a0wBEPCiuzGi>tG+>ewqTU=W7NDkXpoewf}o$j)vGM*&fb#)
z!o6%5B^C<6gPhNMsnwL_8Cbg()~piR_vcEWj*T+JhCnCk5xnA&E+b3_Re>9P{#XLi
z>a`!|vw`Ej|2aI&U=sYl|KJ9|b-Lxyt35029%B<1N%xBHIC!2Z-(fDF)`j$YUI1`-
z!ztdsi4dI6n$6vMX6?&w)V6Xs0E+01bC8H1{O{`s{}=1R84<Y4<jXebGU4Qgz7Uv!
zh?I6!4B8$h#-ZCghdDe^JpIx{%%lRXdI<mwG|3*Vhoh-Cq)h=A6FzsK>+50;pdW_!
zfPH>{h7-|Ze+imDzw!NR`y>gK8<0k#KUg5o|11zZROo3VC$=0fpK0_G<RLcf4$T)(
z<BA{rFIt>WpRs&-s{z!^V3^Mxm3HKTaPD8cRqy|MAf#01(@-9fdVUyuLw?)I$<!_?
z-7!1n63!*s|MmRU#ONpgp*1uNk6&ETW<co+!ZMXco92H_y%f$YKNGErdp69^NjErb
zr(SHL0eMKQj>?UJAIMgtz}MpmA^KbJWd7$ER!)NTd_I)};%UhGucT?vN(ns+@I?%S
zOvYhjm92!=2%tuay=&qJ<-*}JH;JJnJoxrDtDyy_rr@NlKv7vdQlW9|fr0>yrx<9%
z4Bx|pbO??w(Ya{Ewp$SqK)nD@j{_YLFwu#d>K+q77pRUY=pH=`$MaZ}1Ocyy`$yr!
zO^4f1j~hsMyr;#vAjw=xSt<|ZQ=aD<B;#_AW_-ozw!ExQ@J2yJN@Vq(#|G<)F@T`t
z=DXs0IKnD%1BZ!Qe1~x0fS?#`(%`Tr3I=de?H@U}B*cb-poZsgU&6aaDI&-nOY7`F
z!>FRfNPK|A$o0jhqNK!sF(xH2|EBl(%;rNV?DOz5?vqjv;$<Ig+;VOro`4`9<|~&j
zT)R%e>pR^>$5~F)Ml$ljN|EeK{>##?zLCn6eF6dHEF}DIc_Pbca-lUi%NZlOkIZ_E
zUKn)f7IJfk=zijNN*-T$Nzw`v-$QsS6#!m_U+UwCN3ugiIUMetU(~ja@e*A9!~Sdu
z;`YhF*P6hmUvcB)<n+`39SFO+4K5J9dgjW!>+oyxQU<N-Lyy6`pf%Ca7xAN<jYLhW
z1{1RnUlY15G661#eQNfCmN<bw0`yYBhev<V|41%f2?L-Se7xj19})Q98yOyue*nk-
z=Q1Q4U>QTsnP$7@W`9p9?_Nur(v!)EkrMqPvv_Bx$&W5GvtQ_?ySC%S?k$l<wQa{O
zU_UFT`J-}ARs|!wI(W}W^n?AAKd~O(+TA81vZ*0l3T@RdT0;fnc(CTgmq>m%vt8F8
zV`Q%s;o%zQNb~`@bHU@3=LLTYRi(V2cwQwk{jSQSNv&0L@F!w)EErVQA#&bMIxuo^
z!j+|4lm_mr2@kQslTrX3=#d3z49*mnqaDzU_GmqQjs3|wS@?{v)W0*I+>eKb8Xep$
zwH}@PDNF$<_6(m7aKIu?_2&Z*_qy05jm={#T_R%Q`vABlKJt%pqm2T*&NC7B_P=d&
z9$57yLQsh8IsFp+tJgTHns3POwOC+2GQfcKHhQo~5Y(f8y0Ypy!@F?CtemGA51Ip@
z<bMld$a{k+AW*);^=*vRphFM<8*3{D!6h`v%rH;1%x_`+;k{a`8Br+!%zqv9Z*b8^
z8^>CdXRf~yn?sV}OaOi?uJAwiWEB<N>pJcqoBm!@OXcY)Aq5c7uV1V5;XvX=YGNjV
z2DA>7$_KyP(Y4gi+rPGNUtN#a3e)PgbWB`J?Yay>6{VBrYSr64qSK%K+$d-d%kYfV
z9M%O4%=fC@TMe3vEx`XN(3*=8I>&fW=W{UaEWY=>=%0=a=GPP+eo|ysP<olz__pB4
z`UWCd6zno$U9<fIJ%g8ybvW6}mDB}OLQ2JYU6)D?Qb=Blj$dUh)+%U$#BKhqBD6VT
zGeNP?bsYb$NMAx0B&O)4bgn?7(O}~JPlWEJ7>oM0WdJ#9*4di9Y&CCW;S-2$aR?^X
z`yzcqHAoBUQF{ftLUk1}wx8$jsGIX-9hW910bzo~OEhcuZDv})mn2;l2=<%CCJIet
zmpfu<@@X!oo!*aUsRZ_`=Qdd31nCunwQJX+nZoE<sqQKnBeJCfI<*9muh9_nI-nx`
z4yoiFccoQq-<oc8WQ}evmpdBibiepYtV9qYq~>XK5hp?V1_fF)?TdnFknC@%oRbSw
zfJKmCW#;3ZUv^**%I-yXGE&P8d<|BsxK{>w%+IQGLK%ru7y2q)MFgBR)@^QkfkrKk
zwT<zm&C;^f+mxDH+bI&6J|%@v0zcs0`kQl%!CxhxUp=FmP+kQ>@Dh2Cc#I9>yz#Ak
zq4vHKwFMs;^qOt31J{FfE;mvs_oPw9?I|**P-l0J)}R=0xUStq`UFKwyo(uo<%wu7
ziZ?e&mr!<H#ncShyT>7Unvp#&>_3R>F(1|{usz!X_0YjY84*KQjg(&Y!vu5?+RHH0
zLmq9NkBt=A%T1O0-uHZP+pHsLDyu!Nia3k+W&mv2lh$DYI}hRtc@yi0y@DkoZXdVt
zU{)?>`KNoNg=hNlX10*#eoXOdp+GLgss71D0@&h9c&2EfnnUhv*8hFe6)2(ipZMJz
zAhaK+CmuiZvTFUTbsv6>KD=z72G`UN<ktZS<FG1Hw;+hGk6RLR!(n{aaQy6VFn>;&
zLo~0SIqfNYvPZ2l2yC=7`aJWQ^1hh_etbA99^}E$A+m4AeT+BM#IJJa2Kq+x>A)Ls
z!C6o@nTuu?5o9Q8zIoB(;*T%5P=eB{mFSza!iOcBv}e1&xrgpw#)m>AfI!?%P^3qW
z@_<EYJI$M5X|}U#4s_dc*Ud`*_j|%FtowaKZa3)JQbLf?);Hb>GD@xky+<{+vgmFl
z;|t-v2&m@>%!%$k1HjuDGS0NvHM_^UTE?7yqXN7$xc2BeXhQ@tk>c?TEN17Tmx$S|
zym5z?ca{TrD{tz+kEF1506pe6J08!IZz9J|@0{(o)SXi+34SuZw0|`ZD=@-*?H_oo
zCMvueBhOA_0scHc%`W`5qn;uKR18}zW_`m4g)*miMp|fmhs)nTv)ap)jAv1=GVVxM
zE3?=XYfWtfp~%(J2yT|gmVL;X@$OT3*_Ac)d`DIr<S`i3I%wl12N}Nc6m+>SfY>Sc
zldJals4EuH>sT+MJ6`9`p)-DPL_h$&P90(5@Wl`BlolpZ8<y-oHLpIrTGa?s5a>}4
zifLsF=ufcgYU1$6iQ{&e56_<wnfo@-B50#?MeAxm0ReBr9!rw=a%sAluxk|voZkd1
zU&lfcEN7DMr}mM_NhNPX2ug6Ym0$F=5j*VWUYHSNg!$(wOp(cyi7evwYRkae1i;7b
zT)1ClN`Aar;;Lb{wsy|4mjF5bpbCagdkfkpLa9SqpDj>LAmTm1BU`K2zo;~Gh+*pv
zQ1S6{z{Vut!>f!#ZSlCU5bNOj{6nd$TWk_&(VGuy{V-iEPkr4WW;b@Y-0A_SlY1~S
zfsx|d)^7Uv1Z<tXvajuhmE50_0h_eOZ!N1-@z@g%cno|(@RHCKH3{^Bam=la_uisT
zyLkcfxJK+W<EPuyX1D1FoCJ9CjEvxs&qG8;vu5=20z1A(+692l;3!o3<IS*#XEI{`
zq1bat<bx%VIcdhj;l+0<v1PYd^4vVYIcq8D1{yKg0?+9kc{ir>2i}Jt_`xY%vZa<F
zbi!!-%i_niME}d6$`;j+sWQJ&h2i1NMYu@19CT1kH?O0kZC^s-H<qM@fhZJp3DVw@
z5UVTrc!-?19m(Q)^*ekYN`wS`kNELw-@C1k?k96odRBkL*2CcYf`0(zbzN8sTRJ?<
z%c7$#+prZN7^wrinYPX8nlm<@pWjSB%yhe}Qb<UQEH3_Gpa$yu0<8Q~ZRNjr4b|3I
zj-*U1y6iUi`xC$;l-PIU(JWaH;MUvv@~+mJ&dqr!S<3qY#CI9Y|K@XppS>!vd9Kcl
z2bhbJcwqgF{B8wLA5Xei#JDYgDtM1gD_`8wVgUH)9tQB1`l83XnY7K-j$+cn-}`Tc
z-|}_V8oq%NArKgIJ5U*H3=|V&O3dgp887d8SGiLp<&6UsM~DEYfcW8GKj6yb*nXI<
zqnx~TR<jY1a_^ImB{kj;`xp8+8`*UydPaSBQ~H`sB|FZ>YNO4Lu}8P8R-zUd$rLKh
z#vex5UINaJ)8bv%fiRvB|94^`wqzUZL)_4kK2QiDQ(Jmm{+N!mhvoZ$n=MyS)8pxy
z)X{~Q%djit;S>z0%HwLZ^msEh^_T%}o(2vQd07aUF*tsx{c|HAC?yO$?EJ`tm)-H`
zcp;p<9jhWst*c;OvnwnHiHp2^8;?{xD~c*SSxeqEk@PdmK300`U28tWVAY8SdD-5l
zhM<0F_p_75wOCZok)Ihd+*(Tu<F@Oj1wm@EYDXHW0EizJii+n@;h0D_?m}O29aCOR
zPUk;W{%C=7v-J;P%wR%#2)dmK-UC#shdx6jetkq}R9wn%Kcm-P>!k9sW8!v5R@L~h
z?|^!)jswo1aj|mZenJ1S%Bm|4lu*uatl_^}=5H7FNv&EwbZ62pwrqTfg3T4tlxE0Y
z?9M+VG1shy=~lTvq&N_V95zr{-tL~%TryDb+o$lDH;8%yH8Y&yKHPWAEL3CTi<Rck
zK`K@6I-yfFQ5%l3Aou-1z<<@o-(FWSbM|dbmsV~;t^9z7SjgBJS6Qu2-u-=zIZYKZ
zHssD|YTq!MqgiN-N%2kJn!Ts%pp2S5TZ5m#e=`zaTsD*!-MWGQqVbPkz_{6AH!AIC
zYo$)#0oebsI4b2><2QD0{IRu=-fv(3`mEiR+a|73b=?(L?oYRk<OK=0T$e9!HMWvf
zlBGum-9(0_#gjm{y8-!@8P7gfhH^gci_!+>O`~(rBFEmT{7v$=<(y$5)*2e=mHv-X
zP5h(B;e-2x9!Egt5^{rRDileYFs7Z@x?vEQ^)L^}QHF;+<)u}$(a3eG>+03XopoaN
zkC%EjwM0(kig~&qzjBN(?g~N;k0{nsI?LLpHjxV!GBYj<se^-USi$P65R|2qB_^tt
z#AJqDlpfISm#vZ9njI1g+g5Tm9nH&RMerhNj&XZpzIWhizmk^4{%GX$^x_<EzOJ6w
z<ST<VQ<c+@dU<pL)KUV4YwjED$dp-fXll)*+VaJMsR)@IoG>jF%-Qc2imYUsJfvdB
z+^gWBKkwT8O^Rn&{d1za?TR0=Ia=TtUX3&rh?WJwfWG&8tIrEQZpH#xB(yYOfKpJa
z!4yrO+x72Lzfhv!s^!)1)(o+|S${KCsCQQQB3%uvTENlob>SLRq7C>Ws@c%QlHaeO
z!+o-2;UZ+n;F?=t5_;-TtM7*Byy;xPf)l-20{yrH)JxP0q(%?Jp|IMV=mqGe|Kp+I
zlD3sULmhcYRb8&q7q_7h5P*4vDPcYjC3lW!E(SE{INYF6`&d3~PiX<X&UY2Aht~TX
zgJ*+U1RnErfL~--Z8ufH*3)e@bX{oWE?o%Hwwc?TYe$#8i`R0ehN2`TfzJ<)`g}FU
zAci#HHv)UqQ`%OMpR?PP=Vt`miWuqRiK7+hhg{mN3ke({BC*;+En&`9V`C!ei+2F6
z#f>Vk8%{gvyF)k$j_}<<)?BX$Me}9@+6&k(#)_%9V;-G&Edw1Ar;yEs_OV&a!xOKB
zFDx{+no<q)Q}L6*gT$Sdz|TkTcnLj9d0oQwfIjG?89I*P{0vfiu{%RJbZB6G4W$lS
zGspc<6B9zwSm4ykiGugLE_vcXhk)>4y2bj+6<as74k=M{A>>G|vxg4u08BUkV#OeQ
zOp7c0R2WK$2P%sLIZoJpf_>qvxg>ODZ6*n98Rd&iA<;C8uU3qNFY*KaIZT)TU-WzK
z9xmt9xx4M`b$vTMJ&ZQvD#@_Pbd^LJlvnrcoj9?x1HL{>SSN<afS(~Q(_V9vW(~Kb
zf6sb_WnnX4XBYS+B7F`7kT3UngbLmX>r(M{>Gs&*)M;iuuPZ>fsazeP1Tqv6uK3kC
z&A(|=I(Hz5`PC#?L2odf{&xjlNeE^@#mdDhJaL-`;7NS-8(syOQo!p%@1Sw$TmkhG
z<obBl#Q>v3)rvqVaIkcKWa@RYL!(a<S)TfK25K2k_Aaw1YMokP4uHcj4es@D`G1Im
z!ds(wPKLEjrS?%=z#B#KYGj0*(V@0Cl~k(_x*|lK75d)4mNZ(YN*8_H++{~3?iBfd
z=NJ-F$)nU5IL1dnF!_%-_ux6ptUNbR0~^bDq@<Jt#tfE22?)R_=cD|ghL8dl+UTw6
zmH$K9TZcutg?*zB1_pv+&<IK?-Catz(miw!B_WN8G}7Ij(j}nM4MR5qBMdMg-Eh{p
z-TQsd`M&?oT$k6iH}lN1>RxyJ?%%!E=jo?P+ud?e;ETO9FtO-oz@K)!pO7JP@t6;&
zVBl1z3WJWPVw4SZ-uD4GNu1Zf3|g=N!}Z%Wi}_;#6EI~~N?-yf1Hn9~<__znZrlM`
z``rQ8Yrdmk??4ai*=_*?{|r2%jhW=g&Q{ic-^29(GJuht&k;Zal3|*x1pO6_19nhD
z4M;p^G??iM0<gC`RMr(0TwOsq{+}iC06O%~u>SwxEdK+?tYW+;#NwA`eUb!j+~D!q
zCM&(uIf@Gc6_0x3WkQ=cQ4<ua2TEcqeD45Wh2BPOhF+_4Rd|x_<bJ+mPECFZ8hERJ
zGMTjSrFlQ-`*#~e+6yt)*)xmv?H@(yz{6|qKl@G9Z47)JBShvFF5g_kfyhIho>(Fs
zJFdz{%Ngv&#t?!jqStKi64sNIP@iKR&y5|C5Se@J?Up%>!c`M>4J>usp2sWWPTiFW
z@C5rl+`*%KvAY4+p;Y$&k)1pE_&gUY-)qkHr521Syi^`9H~rK(Xc>6HJ$uCB!MWrK
zpbEC-AiLIC4>*MsMWvD$03(WiaK3|re*bRnUU)~LO$IyOF4`I#n!CT#?;$lsSN8aE
zdd91k?DaaX8&@z6JJ_pwy4z8(w!~1fSj}7Yn^g+auQrWw1z_gpQi&p)<Xi0`XH1Pw
zgGIOkEKtQIuy)CN<Ka;blZke1ZaY5rbCMlJb?wgu7Hj*HqMbBRgB)&4Rk&*;6hJyT
zYeRju>$f^XoA}y7DcqU?!@XuP=x`?`hI=<LPM)^!d`ZW6vF-ceu+RCIv}J5xGc&OF
z7V?^k0(MvqWf=A9XcbR>uPwIL+eA4@qd0AUbihf+c!WU=YGH(#nsIkCyY<>-7yq`w
z!O#9_X(sA(ynB(C7rF|($zLfpJrX{F*@gBg9wb~AeF|h0Zi7N_ZMCwTF+OxN(egZu
zylfOYQ?0<CsoEX1`LMJX%pCNh@h9qPiJp@#B28SpWmM;&ZBc2reU!t4)O%ww#7$!Q
zH`-(2>|%ef=J(s?d*oTzkR=F120p46lYL@=o$l0JyrEkdR>Aw!a4;#13X2yz$oxEo
z&BOJl)5?~y`mAFc^>EUI*?Q{FChFoX0<(=Cy9(%#iA}xxG5Ve+ySqVh)Oe7zfN?C=
zWJf&Ln(_Hjb<4@DkJtJ|U6S$7v5?Ol`QqkpJVZweZ9IYA8+eakZ!jpHah;;wXk0E8
zH|90CAZ+s!KCI()*&iu&M2e=DLZaFL0I7KM#+h_cj&O#gy;uLf$0mr<s#j`WBfSM^
z$<>EC<r(d(vp)kAjWr)k!LsMlw@k5#9%c~G-JZS>M;NvUvrIk0EZO2AF!~WnMY5nu
zRGPe#(U+jgu-U*9iGa1Swd;`!G#GSidd}Q%_;$`B&tLdU&A=p@3!tY4PL>J!_T%qw
z=#@GQ86XV7^vdZAatMoT!WLj6_FjV99ow1BSiY*CdoEc#0~@zBO5=<_MDVz4-0D~4
z;c;bq`!hRl2ZSM4Q*tL&HC%V@5P&$T{+SN$-*r{8o!ax&*22N*Y>!>W4c&FOk*@82
z%brvZU;pmJymc6;7>h?B?5Wu}7Ff`e(#IE?Sv1;mrfW&_TYm_I5jCLw+-&;rGbvBz
zVmg2r5KoGRaDGjqQ>sEdHuS=si25g2`BWAH<jh-}Qg#{+eOv{@0hAhc69^WQfyEP2
z9?z3x-qTMEM$JH?k1Od~>gOsooSdYMMurcQ@e}^ILakZOptCG)oudvHmpe-mq6$h%
z=o+i$h5ksT_jb7mHNZ@%ZI>1(AkJVLZc>rMpJ%1>1=X!Oc<wT~^}lQI3H=*}mL)IB
z+)PI_EaqlWuXsH43xREQ?4RPSqYD}5JnSYlM!&gu-A^~W9eT9?s(LvF$xvl?zOTI8
zS>l6!lSI>h1FFcGZRAT3+Jvz+t$V#XpeRcIx&3@fE-7O4vq*!%X2n<QKxAtPVE{Uz
zso{lQ^U2cKoB-VR`>TzLq3EqMifI^UbS4nh!0skTRnPgz5-FdHy4NRDE^_>tD@klT
z$1%~3eQQad4<?Z7uzbd9(7(Yx98qf!Nm(dYpB^4KbY?XLUDmID#rSnKb_Mm2$0+4g
zT=nUPeWvJXl3De>MfGqL$&q=varKz^!Br8j{UiHJc`qL4X*%W&H)f1{KKVLs49+VI
zB%IT7aLjw5m1gW%9kmlX$}QM1Ul|w@`00m#rcq~>@=1ug)W(ic=nlNTclh<`R#a5O
zH*8{&Mh@m9ME&A!sJDQ6p(bg2<MIRl*6@^1^i@iw;;MONjue*%8o`QT;JI$Ug-==<
zZ8Haq{tSdY0S76k@#+4Br9mA5M0}I^=skJjTDZN+cRdCfY8iekXuvAo5UlZp4L9me
z!0P(?r=t`h&WGNw-8_H(NTIzeR(k{VN?IC=l>i8i!opb7ksO)Vy4uzb?DQ#f!{H}h
zbn~^AOqqKD8!(y2`Oz{3>f})m@bQzbVsqXuv>iuvlfyAM(+ix+hZ3f$>L(p3`d{>A
zgRAnLnl?5ZN^QM<l8zuKBRX5OQh1-R$H^z2<!$l^9!0A@#$do7f!{%i+^Aa{JpA!N
zB$(VK_93CZy{3Eux8qE<dw0@XR-Tt5O*Z<2T;<v?&5YiB)=J<OJoz$ktlm00M4uTB
zWQCy$fWF@})yf*x&%Ikmd(tbBN-Uac<lW0^6^-hp#@#}+j~A}8j6Xg<Y;S56LDxAS
zy`h~Kqwv(zZCKeq>_G9feC;PANlHR}RT6TQ{b96bgp9#elF(csg1{z~&O4!a{kX4b
zo~{&05V44PRL7Q&uT<0Vp4t&rNkCMkNqE7lC8rQEpR+Tw&dk&I>ZN-{H=kD8<r&Kr
zrA5K;pcnqKV`KC#Hs^I(A6B!uhK=06JC2Ugb4}(ClV~3yn_Zj*`K<os0!&(VXG@z&
zh<`O76=rj`a!ow_UeX@ZX#bi%$FWC25*b>YpDhnSYM|#LkD7rKu?+jY7|ZG4nfPj7
z$2g%Vhn8Hqbvr_vDPmytAs;<6hjZY{(XWUbS5&mUmF1q}K)I>_(LR!4x=}QW$VFW(
z_?$A_rDV}yzr5U{aIqtLH%$#0_RckMc6KB7Y*u0`Dlp`e|GjoPa^;yNx=QK_Xfnct
zKvY)n^mke8L9I@DK>?MpOIw1`2|9;{Tv<Y!-cn86?0J7ja02(}+1JsoOHh1VrkaOl
zt)oHD5KeSKw6!Vjlv@tdq8zNzxiF1u_`GC>FI#>iWKmI<C`RAOWOwgDjlQLFxH_~X
zx7<<(!Iw&D7#1t|=7M&9T|7|~Li*OspSot#evYbFC%_-%+O}<9p9B>=%$%(-KKcnl
zDD~y`Sod3HVTaL!Ho*piaCi5%);j0Crk6#d`?J<3yvuVJe2T9((_b%io@X{s*a#KM
zc0mT50Jx!E`oG!wkuR@e1OoDXCcfg|D0<%hKwGMSW~?XRQ%}p&1e!081yt?f`Ld(^
zB=9-MrO>Xfq9F?=$YA`ZUz3w~c>egL`WeG7!kKDSt>V*{TD9%OMI-!Oar$3;j=q|Y
z6?V;VGrHa%u{epQ@=;Z{O=?~3GAn<OM8)LdHmL6K{nWLs$$S2|#^AiEWha>@BW<~#
zTw<ijY4%g58lP$FYPU$A1(WZ7R44Zu%*vOx(g_v+XCFyX=;7yhT3n19AHXB<{BPd+
z>LqESQ8I3$(;wXZm?Q6Kl>0I?+5ca(jLl?%?0Uodv&DL0Qlgy;om*)5>euX@oPIAc
z!DT*`aJ(#fCE-eX#q;^St-SIJJ{PafQA}2f%M{4MyFy*QJFv#XWne>;TJk_{1!Kz*
zk6s4*H{iQ<7LM0Eiqiz*ZP+Ue90PQ93PGrFUAkq2mX46Qtmj^tmII=5tSwRHc2LY_
zxftRRmS`^sG*kOV3$-YA`kQEG56;(&FUHVhI881=;_4i0Bs`8&AK$dKg9zgWgSq>6
zvof@c*Vc+LgXA1rYqlcVzl7<vlIPKa&SEshg)o3-Q!%-PRTG1mwnKzOb=wvla{$I2
zD%Nq*{p#369)TCg)+HayYoz1SfC;<MreHE^mKd6X_$c^TQ7^2_>ft8~gHj0saS!l8
znuVFUekoV;G`M~tVXjU9^L|>On_n1{a^GsxDEZ1{+lc(my9Kc1YjYQqnPT*LuE*0W
zFm;2$8PtVlEKk!{RjqE)IU&cX?5-SQT@M3u`LCv5=JySckQf}kYh;QiXMX?u!46LJ
zZ99r0#-^{~?D0xMIfUy;+`y6%)=0)hzakIU(9bW_owDWNYTTKbQ**YN45FALCe%AD
z<~_@p3yA{9lOGx%6lu*gaQu?IK)8VoVgh1bwxcOIa+ShczWX4gdqIV9YkpYUhHiQu
zxNaq99Qe16CEdYzA75m<6l9Th{R+xRVHUMff;I)BS~xmCAiv{({TUmmw&yb0)8gu-
z+sdXNLYS(9eyQ}MuD*&;KAL(Jp<3H77o}#jR+Q7WD5tLOsjKbmWMXt~emnT$v?O6+
z2X-iv=-!28T+AWjrlyF<*ZjfYGj~d@Rmu*O3<&YtEPxv`rspH|b*+OTJ;y_rv2o))
z?{3&k!sE{)>N2?`oxAcRwGO$bnc>v;p)j*3+F0t$Nz6<Ya^Fy6(9<I?wX}ayx--_@
zE^^#+y{`Ox(c^Qk8L7Li%oE58<ULbmfdh8<t9m1(Ike_6w=GFP3C!d9*AqPt2`Q<%
z2+d|$nzDQ*Yn&u1DK*ovND=mef3iQmRwIt@RrB1b8?>cBYm8AH`Bg#Yp7Tp%ZOkl_
z^omJ4y+noVhCJFv`7hk^&OkVuDg+E&>T_U)y?-~K7=PEW3#=yF4X<(e>EK)&CKsqo
zRWs?}q+x~_{!Ds}XY^DsOVXZr<|;&;msnXMOVcUOHvV;$ufc#uHh7+7ZKb%lFJ!#J
z@=0Bt_U8F!M#yU|`J~Bvn<wA)90m#JqVm_qmHpW>>Y-1-faP{DiJW`sI-*z>eKDJ;
zgrC;Et{v!VJsFb+1AN;`<}Ndn@yXA@wW}8I9m8caik!J7`L#z9Bb-Q*^?w6>Ktm!W
zbWaN(pQCys7-aY!Oxdc;(^e7u?zfxZqE$-1)1Fepig6WUIrF~7f4i#6L0_PISL;tA
zE%lbjMQh4JH{pe#eq%qL1M;nwsq0}voVYsv%+=AJ$uGrbBXWSiZ29uZma64;!8ALf
zBpG8SX8j94eL@Y<wGAni*iK*~lQsQv75O;9M<GcKtjzU*JHQP$GAfle!Fs_AY~fw+
zvxKIW53oiqjBaw6ppj~cd^#iJCyr=)AZ=p%k8|E;P|*_Ja<3K>p-{=Ea6eTqB$DP2
zs+(HNnrin+-l^jK*)Y~3LD<Mpl{}&2G&f89is!`VaLYbj264kz5=`ck`QrMA!7RFm
zL*s^iD2Ja{{b<~Cw3R^~&T8tV7XD{q5%#n=a!tMRW4V7)a~AJQsmo-^>G(zyF|CS6
zlDVk`f+z94yoBJNffac@h?8;;CU}wLuzjs0bZ5DND!FNq;OarQlIjS%n_B+E8|;u{
z<*ZdSWNeSoul}3$+{G|Y^TdNVvBmZB*~w@yQ|8%s3$qK658}=2b6sSzE3XlxRAs3W
zgY@(6ey`j9#k3E8KXt}-HK8_(bw!;eGl=`_H8(5njy<92qGu~Ap^IiILC4ovR-Nq+
zEg%9zKh>Ih3v8UtgnvvCajnpxF@-8p<hd~k?<=B+^WVUaS{A-oj1_cyp1A+>vQa{j
zj;ps*{ufKJTW9AN5-#X`qOWd-Hg(AO-T(m?AGlMa$=s)qkd<+_%@xmHfyeA|@84d9
zp4jfo1R8xeEf2?gN9(W?`Y>q9&WBofe~^cUT()`Ic`RdVDCLYz*t6?g#t-r0>}+kJ
zfeuEPlU(NWbphEg2f{s~@0{;MbvzD#nzC)asutJKkn%k3;c4BUQj+7RRyG4QNycYV
zvv($tN(6Ju$vVa>$vP=svwJKQ0b3M@o>V^oo?a(CwEH%Acx>!mcXWvif6&J@G&-b&
zIraga&-}4wrIpv$pWg^+K+4EQk{!oFE|f`&I7Q$hTC>Sp1&n>H9Y_DgYg_yA*Qhv}
zds-iCj{7u>PW@9tVh2=mazQxQh~NaWwzsEXlfYHJz2_7f*v-txuE>WbEj2=llI^p2
z(1Ldh0<g$}LFo*xmgw_c$q2v#4wHT`3YJ;Zf=sc;$dBiaKFDjhwgDY@Bf<a;weU^w
z*)^~cD(BgsepR0-W?9qNn7pzHi*X|IC*~>UXgqCgUhE0=p~Ij66YZNZAQ=bH8*%{A
z4P2LtDfTb#JJ(Ni_*K1_OQlZ`qvx0@PJl%D)GdhdyLvc_A7t`h0RY?{7YJT3IE>R1
zf6D_Tk|R#ubAQOMMMbG7;3%bu1{gld$JFJ%1l1s@_dMpfxR;Z-AN=~{QGL4xAsIOa
zyFnNZiqj@uECz(4JV&P1?f^V-7*?;y(jiSDw5Y&lxo~)Rs5J*axk3STf>=x&@qYst
z{Qp1~Uo4)J3v50h7f|EY_=>U8y}3y_ggsH6CgFIGxD>tTtQS&TX818P%f@R#?+k?l
z16L7=ff#<UTreu~qT<IrO3;gS678)F2UBdQFBXn^c1e2sjpPDo;<&i}0vG@gUtG&3
zJiS(1*h_x2(Xg1x)5NQIJZ5ctcB}y09nl0pYta7j5%=9zl$;OoCf|PkxLeM0%ib6n
z#kKW|ADPYR5>Ach9iO&lkZ5ZV6hR6dyKgTHBpW`@x(^gPoI0HR@jXTg#^^v;4VMOs
zZuS2K7XCmL0|~H1C(Vl3o=D5Vy?EEiO1ou-+j*}zK?ilR38$wA!fezZmAH-IEbQ`K
zYjdDu4l?Z?rNz7xBcvFs_J4yFY;9kyX74a%C~?Kc)f%_1Sp#re`Qyj3Y(ho@034RO
zpg(3dOJ@lkj57<L<yE(?AL!kadkBjIutEiXCu3^fEnL$@jLU=Paqt#nej2^eH?}rh
z(GSSU!!?IBmXlAU%+{7;W|!3@O+n;ICJcmmp|)RuLHPIg)@;Ha4ok#)O;h@Ybp4v0
zR|`M-DF`S8O&v~AX*r9lAFA6;alE6PG@%M!(AHCv@`=Oq+Z%xx%N)(5LpsL9FC3Cw
zspRB*#3lL8gne)?dQolzVcG!T<M@`_cJ7qN8byJynf+x<SQ3s$r$(zpLSao^E<0&k
z-&nJoPGvk;dBGyQhoWdBWIoj@gf%?{=fzkUHeSV6UPk4N*>GnyV=N_bHcHxH=Vgop
z`p)2{<R9J}B-HqNcKo#I8Nd7W%~lBpOQ#A*$v}OlDsw__+hXW}lz2-UZUWe~m7jaH
z>8vz2hm$oM+Bn~3xGi)>IkZMqw_@02n15FZ&#6KAq=jL)mS{esP8IjQ`;i;lNv8F}
zXv)P?47OBrl1ziKl3V8yuzLU!3dj4*9X;V#zv6k6fD`S!;c7o94$z>?&dm)ELCp3p
zGT(3WNj&S{YTit-Ir~W#L8tU-MA9tS%BcVF_4$rjOHYxzaq~w7hrRTv20Lh20r1E~
zA7P~KpvedJhZT1dw+vn7Rocz0)B4>{|1N_DUJKe)@NR!S>bz!mfy$^WawD@j<5JU6
zZ}Zl;F+(_BhHX{+{_!|RqX-E5$URzAc&3v?#e+vCCh+aN){3)1ZbG|pZmf$y*Fk5u
zgyhrE@<XzrWA}xR+$-$_;I=S<7MH0#colpb2%XhP-TTJ@uXhI@IGmtw)480>o=%;>
zNHJQ<ZuYg(^!{2?OTwJ{%O1YHJsCd<a+`WM?CU8~0OY*~+NjH=vnbAgpYtBCl+ci4
z<L)D3gm^ZZF8n*p%D0A93Kps^&dSBr@3}XVGRyP7uOpdbBXV6AW~(Br-k*S5e{5@Q
z@?1?LB66qx-a)b)Zygf&?)G_3W-|oc9bG+Zboo8VVF!NKLhiLI>@X;?IcqZopb#Uq
zw^TvGXQ%|DpFgJV30!DSdmI=$te0xgkz+d}=0rqLcYL{N<0R+-)lr`R3P};iJ)gs7
zmC_U2sTS_3U4TLGbL{)f^vOtFrLrMf4Z1Dt^g?&%2WdLTPEXyXl=HO$V}o3;^UPy%
zTu8J4Sel_v@P>w&t(Yc81<H8y`vG~Dn(ny1{FW(pv%XHGJ#FDl$q7#PUqq+uZQikK
zyvTihv_#`D7GJbbZC#}ZN>ia!N%tHKAUW!N$(Ix0nZER=w&+(2uGT3Lm<w4%gB4Io
zVJq=k&^KvyJAjl!zD)`2Spvtw;86_z`R6ZdNk%~LW(Hegr?r6;ij>`EBL0*kGCGF7
zz+B#V;<mO-CAu6RP6+ur>GekrUF!*@x`<V7kA8Jt`cNYuZ|r@4ET`pja2nl1s`B_O
zFE!<8osBx&RA*_kXSfemMIXr7?(O$I)l!#3j>gOp4|isas7(ozj<~GlO)Ol6CN;E+
z&AU*SqmPvvl1qcLiBG(a3xWr4p$ihLG!%_$$GM?+z}ricbo!Kfq&jI<=>S2FwU6#t
zWvEW&Rq2hS3lWfNO~`Bi<buSd%?6FY2t-aw63b4{Zj$S)yJciwD|8mB-3r~Gbb4(O
zNj+sN6nVlg$-pqGFV`?CyNYPT@-+)v+LNboRuxdw;c`$%T#%#5T90!xl9~oeqxM|`
zqaK{x>PD@N%F;&UY3W&xGNKDq$w#~?R21u<4C}XV?`ZYz8Kf;od8#*OOzB==_4aYT
zs|Y$(l-$@+HXX?~dE#B#qLEi7+xIe0c~ikwcY{6?A2HzaYRWK=g)l$vt#M6=6>QN0
zT{*p@s!a$mbgpgpY(%4RQQu2hrW2<l=it5Z=MHK^gv`6d>c@$znYCUI7#Q{%Wb+nf
zlYA;Had2qD@@okgDq$NQdW@y&8_uSsRW}FZsmm?2khfm4jIwpisps#o#w(MD4DwU$
zr4K!irx|o1jg#*dfpMLvpLobjU4yirg?q)9?%s}AkyF>UqXCGBOo-!tL1v%q%G#(T
zV$+!KM%-!HV57#<>RxqsI9K$(G7eIIkzkVf2#1rZlX3F7H(fJ@jRl@e^^Do6p5ZE>
z;~!hLog0$eU&~ORoU=25@kC(uFPvk>pgi9+q36u4FniX@M_7(rqx-Xc?ecd0EepwT
ztqR<s+oG=!E)0ujSdesz%SJl^NpEyP__;ULT=P?vx(tv?0#VV>msjE7;LvsrbiaAt
zVjH{43vZ!}BpgaKKj03oW)1v^{cwNv{*qn6UJ|RQL$FP~Ot4XYt6TR`gGnT?;Fii3
zNom?6YSw=d{WW*I^R(e*t<bW;-TiZ8bd}X=ar=`ZtAk#>K)lpA;y8)!CtO0$gtF-w
zcxu&hcOot%Jkl_0$|94JvL9wLRaE7rKIuZbM^X@%EkO$AQ;q4EAGuF%?HuBGz~Xc+
zJN7$oKUNm0G!sqXlXq^NchEF@HV)7@%?Xh^QxY(}{-HvWiAECV8FlGWZgo_@W8QHf
zInQKpJW?@mCH}U>gTMLUj%vV+VDs2d&umWp9`x7}m%ppX?)zIUhr^#N3gAYN)SG`(
zdukDNyC)V`{V2{6nqLe|5-`Zerx}+iTK&DQWgfxoiE_f$g;rPY)32(uoe7sC_^UVJ
zzSMsc#*P50W&0CG-BK2Re2r2ooA^ELOL$J6`j9@gvn^0PN43dM`z@^7s&vR?;)T78
z1owtlGn=0T?vD@!C$HZ1?UgZm79m|0k@*g!WP?7e#cgNOj8?RK&ICT~Vbg^NJ&Ls}
z-HS_6Ti;H50WdT`njNSk(U8VGKzZ=xWMju!O%4CRi-S%Ok#Euj9O#X{Hw&_rMT3)i
ze0%p3j4}q?Dqw)cnC&w$eSGY0bhKRw_#%-9<$}@HLh$RUd_eyMtFgnJ(!2s`svTL(
zBt32gspi9jM>o2P%q#dYKi*IEnK;c>NFeHtmNBC#O5D_Jb1cfi#p1j@bn7{8u(P=O
zd$-U>H=-&8;NX08Z5RkdY)HretE@_W!<8{>-{A~<fS<ZN^<(()^J#LiFkxhs92zJ}
z#}yd2zLXR#>dvILvPk>n9Z`NTugdhUPrPjDtX{`@p1Y*7w`L!asdpx>Bda7ZzwxZ~
zYMF*dJuL8%sb_Ew{v`k?P9Wv?RL$n$uCgh=!3*8<m@64xmaLOAue0`<oD27HAkks~
zI3t?g53215$>y=cuT$!Q-biTX-j|FSbxAt|v~;=S7~sB`Mc}=8Zy^SujC&a^jQCZ<
zghw&?`siJj2o7f}r9w@%Fef6;Puy3+Y{Rv}*guSJVYM+g!5_p6r^mYkvoVSZq!`o-
zfq+TATqWt<BNbf(d<RbHTGzwK`a`=kzU1EJTdfbYISMqjyxnX)NV_l1d|2%+Q8~E^
zS$H4E6dAVd%9MH@i3)DI$w)nKbesy?)P%I9Xss_9C|hhT2p9v-52lQu);OPQWu?0D
zDvntzz*;%MdGo&XJ%5SJ3ag0Cj0a@ihjPZ>-~NCvV7yCikUM>ItuZ%^tv9*h31A16
zr!BvCJe<Xr4*!QvLfKzoDOBn-5s$I|&jD!xd?d$>0y|5c@-T+)4JPV<prtq<#EdXu
zFcFaGKm3Pp*N1Wx*ugK9(?M}X>Vw^b{!l=Ip(6OfSV`&lzv(7jx2P;Z?r}J<(QNID
znL2yLBk1Pmp0{jWXp`X4t*4a@)9zhvf`yu11AP@B^|>kmE3b5Ni66)v1WyKRX#hqv
z1l{Z~2@e6a%3<J#GTr2S7#<2I#bgvWSm=fo>nb3qAH(s|;9wmijpCnKu-B63a5`=K
zBL02lIY0lcUMo`|Zad%|w5m2(%H*ulbZ`PdE*u;yECG0b`?qgxD=6X^rzgYy+*bz3
z0Kmy)RMTwQA;5X<-{+D5KGO>D8AbkEB=V$}q$xUq%vi=Lkvs|g+m+GwAV5l(D8uZy
z%NVi3@L9p<YEP^%8}RBe-p9axVcb<NWs4QJQnwg6w1Bn{kOz^zBym>$zYW=t59KHY
zWOWDkSaHIy|3`TFUkdJt+@xPxj!>iSuQXd+%L_L-j|6ECPkekFf}Vip+dh^ELkLof
z^+Kd;+D{b54@d0_%iTrH#>jbi%J824j%j;)wRNh6#rx>RwCmjBR^vfqzTtmTVz?|9
zQE?HJE!60~(|{ZHul~UTS)d7!p%1$huEi?(;bUQrMExAwl@AvGE^pi@fE468##txt
zK&==bC$o|xVzh?R(h^Q;2@1J<x3emhVn%Baw#U0NTf0LA5qKFznS173MGjaMfyJ4Z
zeO*-7ZIh?#L;tX8_Og1xE@e56M~#k*;HxJn`At_T+w7{RRi%4jRbYdu|6)X5e2S;;
zO;@Bz`~o%!;-bCuk{ifQI|d|mQ3Z?dC`J}2lPE2i|9&?i`0*o<1MW#e(KR51*z_Zx
z^Q&&<Qv99v_uE0yvGl6N;PnqX8Ku*d$+=t!pB?`@z-?MZGK$M<+_b>yP4xn*5IjRn
z{`9}M$KefSD+D3C$7snVb@I(r)tOdD8zF=gJC3rr)Xn(7zao;|{%6;rz^+UE2zvPo
zgzXp+k=Wf+2ztPP4WbP+*iSwH#A>fahATqo46w(1eZE|O%1QXQr}CkwA)4~=u!~pv
z-AhsXR|h<UdfwjeY-r96XQw3oJKDI1L)rV%W|c%}oYW(*9+v`Ukc)kk|B1bPlX*6=
zZh{jLoaJJ<G0_E#sR9r1OTgzzdI^SzDINch2Dm?nL5pHYK}Ti&DRl6CjIk`WK#x%V
zE#i404hSnCUXB1)Y)$_CU1S&rtiby3|Nr5VVH%(@DaRNy>VHa_FdSYCo$3RIe8K;I
zfgS(nM@9<|4<&a&T4(sQ%@lb-RS1{Z)AKVms=RX$Bn;5&dT_VAzk&4P;`a8`0HJN(
z`dNEA{;~z>B)(|(@3GIS{41$3Ek8cAx6RMLK&082jpRE!OuU7)`U%(gI5`uKYsyX8
zPQ^G~AMObC-nIK1=56RZqw9^g5h6BK=ol$|iURZX#24bhgCNekM!p-4(UZ!lddFTe
zwJYH%?I#y|T%eq6dw;^*uWUbo-R*gyenaCU|Ljn&_1>*Eo(<)Lor-sXEGH6)o(PPz
z(_oY@n47#|AkltgWjYAMAp6rBIE&kIp#g*q76AKtGwgoU?fU7{HuLp_iMmba_5nn1
zHTmoLz;xsG-Ls8LP_CZ~>VO7WKi9-EyA>h?pv0yG1ehR=l2Bp}+L1HeDfk%S6r9fC
z1<u@An#+{|`ddtI*!7(E?2MYcTq8SxFOj+d&IJr}y1s<LGYj?0g@Gwag#)jI_@Vm>
zs^;j|wZ+T`{Wwg$7gX^^CZdgw{1V7mCf@;wWH@Gdqb;!w?*sCa!>@MRAQphEny|+K
zjt6)%ZYCTT<-&8ciK$-dWM#*ZWV1VGVq43NY3+$?z!U>Oq6y;_GVBZr7$Chs9SDG^
zGBC~W=g#*_N=-TgFmM{CI1H4Mnf$mCfy(p;l$bC^A*v@v=t*3MzFLt_A2i4l{^?wt
zGiEzp;=@!zXi1tq!#7VlYv5hn<!M{$yoV`EgM7I;ygkhkkHU<*B5#!1o@IkI^sNGn
z#;em#LzmeqtLgTqT-z~4bfELjPKRBz3j6{B={`tNph88b*n26L+>TKr4o44~0wgpj
zV(dY12~~hYnt1?CjgMA|-5Lj??t}}6nQx%x0$%m=jYk4@6hv*d(6S}tCz^~)dMyI8
z1EN1`g)Qb6_}n`I0=B*r;FbW#a6eYq8oXXf+N^>9oZmmK`*_e<(o}7y*!k)bs$!!>
zD8)-~E80hQrC7**XX&-ARwIT_@n7AWXq`=uO#H55LcNyO#kSi~eP|tEnLKyK-Hd?w
zY*y6L^iMF?)wj3Sy$S9YE@@p>RumGBnOyyc9^yUcZocG2%Xbn(-_68Q;Z?D7=>-tY
z(;2bbLgYMirv{!UZ65TB%n#^Ei$bQCTOVHT%{tkx2Vyw$c!A<Z=JWsf9ZGzmSdazY
z<;$cQ_4Ne?KhibtX8g+$S#*gJ@Q^DKju~9tsvTDMew;rp+<NzAR#%tTEzvz-WAWLb
z%BM^JashaG@0)wCx5c{7rU6;0h?Tu76GfXuod;aZvG-dWB8mwk)`iBSg<T3yq9&!D
z-=x$E*Sdqh^K0&Id5F7KPvV5mpaU`_J%7&|Lb8H7p;W#i@?01qbNZ!_<b_Rfb+rKY
zHNSAY=4Iuq%)2iEW;Yx%<!Ry3bcTi*cZNT3_(g12xO#Y6S=t4N2gL<6Z>|>6_`nNJ
z;TbfsvS^(`o7eO|99O}e12f!kvVcw%T2-f>-xbbBQ}jaW>6tZYX<ZRo!ZE)h1!xRQ
zolCd7Kju7Ubh-r@)5S^X=+wK2CBE9YZS+&EU0qL##@aZFpWA1q@VWD4R25ijDx;ki
z#FyzSLl#uofcE2~d%mOGj*Phsh1rtF$xEEXl!vI~y%fqC9q3}Q(;($molPk=@hW=m
z$=uoTKQsx0b$JeH9f7s=%~s-^CN^57;`NYf!#!zkT)Ij}DO;@GG_Z)P@vQmT8$UDE
z(=bJTsERTl%DTGn&3arqrJKRbR#Gz<81B(yPv%}T-n=LQM;zZS8MDDE+d9-6P{8^}
zglGB;ix??yVCW7O-uLK&ODw%cyR2-%;EjqHeJ3M&(wT(Lc2{do17M&d8r6!UtW-I^
z&u=PhX>0(X;!9}&YTdV#fy=Qgm)_SzizBd#^I+GmwRV||Y_UD`bfIQo7jRpu{x`?K
zg1Oe(47b4KtPrycl+up3LpiiDYkaG4ib!Zi?`qCxhN_Q<Kh%O<CEFy)s}eTThw?sk
z>M3%yDRKQ-jgC?;AH?7M@?S-v=pH*rP$oFt8Iab{J4?{y`NB4PGOGdV%?4UVlWNRw
zogK~gRyo7GHJsLKbe`j5K|%j3h4b=s6Ydjovf=YsQP8j{Q|wXu=knqpYeI66l~6U<
zKPmRV3iug7x8`CE-9o7UpStzMz$6!GINqB}w2FmjeltiEu*RjQh{(tSI7D2GJ-6OA
zKaS|c@X;XXeg#PEy64DCgE-cAn3X-S>i^KIkc4UZPuiYHt!i%-#3M*l2eSsJ`_(?d
zG;-=KQ@1CCKs^-Da+zucqY~yhB{m3?=3@mmjCTC1>6q;Pmxk5Zsq;AbC4LcbbhY|+
zHw%jzc123%HJ7#)9c&z1if9<7ve0*w)l%7Xjbl$Sf%L3<`N6a>$la?FQ-Q1xsdLKn
z6tRsHvX>Lf^BnmNAhVd^gZgStL8x5l`P#!46zpTY0Ci#7vs&gpEPcFZ!EA1h@MY5e
z|DA2GNSV%5J>Q?ER>L4hK<|FUC8b}RL(<7PRxi_vI)eJg4E_(oeny=|j>6YcUZSHS
z61x;k)RgsYiJ=iTv!rO3A%)v5!?Vfbc5~#`+9lNYS=GbAEZpb#Vr#s+8_B~i_cnuV
z6wd}E>lW5xkH|p&3WE+Qi8SytH!Wy5w4v+@-Da}xYK=r=p|k#$NNTs&I3T@DRp{R+
z!-=Vi^ecsrk7)^*O7_ooiMjeLGBW7Nh19HI8D9XUn>{d^>#txZu3RemC(9j~F?^jF
zWUC?Vq4<$CYkl*)&tj4ff^Csq&KL%iUjI)HEB&myhM-6;7Z=PCLQUg>7GtMg4+d7r
zGGhBP8Wdt`EGLKNUvRs7SjX^wrY5cj3<#su;pDoJO^*B$?a(gz15JOh6+ic+BL#N{
zh8%W!Z@0<NHL#ZwQJ49ah67K)0wyLV##JB}p2@8~%oc|Pt%5XmFjbs{9PwW%>=D=;
z=r9Rj>A_fJ%S!i=V<H~r+NV3jmaPGAR@MsUIv7`TT-&D2FZ#U_b(m3C!n`q_TqWoK
zGW-5*FRhlMUTTT*{Vm^2-BVa6hDEr`2CuR$<ah%7T^yDqX?7H}${_Mmt$RrgFbz5&
ztL_d)?KV45?XFp7BJuSsY$gJa#{J}%sv0({4f;*%W(yM_wTtfPG^M%lumBm<Q6o<9
zFpK}*HO96E6J~MG>77}JdB5#4k5oL9TNV<Cw?2fWwP>;d(n+o^Z2~6tztm=hk@?|4
zjkX^JA;FyybYQ;?ye$hAxlej=^0q^G+dy3W*389PN3l-BgfKaaH>f3~mD=t5RLs*z
z$A92ueK+kAbf4?La{up76i+&M7VlArJjqr{0hz?pnWs74RDHs0Ol<J@{>-=@?>Vm0
zc?Kzf-a}lVB1ikjzZ>ALmZ(=DjC4&=fVE6XNZGME?V9)5`r>z;Cj5KCJ7+7?C%Ahd
zc%Z6uc*K-FiBqc<0r2ZEY9XrlSp^=UJ1QO?7!OaL|9+|j?(9KR25p%n5lPVZ6sBS&
zQLuL^)C$I=Xd|5NFLfWjfGF7{%?5{)z1^L4y<1C+21nXy$ZiZE`15r#=sDc9gD-<J
zG;-k11GlMb%p8b{8s_<5$>&A92Z`^DPY+icEwG<REk7&?>`}i+X%M&_k<Nd>d%iY7
zMBu0POjJTwRM+8haQbz9@!-3ru=_;*v>Pw+C4&7O{6!ZUA6@$4`?jq{7x(5%aosxy
zSM9Obd>J3JUg!AMvwPNjtJ<<Izo4$*L{-g4q`$dYK1F*rS=c#Wu|aQnec8K#dD)bb
z1c>8%Jq3keaFZ_td44b<xU|;!6vyfL^4UnS-m9TB=z6`h_|=>}*J{~<%TZ(JhqtbR
zqHbT-DR7Lu)AdiK;Mo0}HxKVJK@jcdp68TIddC_19`I7hAl^aXTRMt+S7Q}Nv#d<A
zh<yePP_73A;wbp}5*28~SZ_ASfg8>sQAMh_58v{NiwAQ_VFR)C9&AVSzJ;Ar7xqZB
zPt787M^CsD6WI-eqc*!RO|JSWSjk{umJDgLNA_(&Ng2;BhpGh<=t^JeC_WuZ6oN;&
z&cE!MDiQmb0sK)>%?J1G>)Vvn3#W5Oi%7u%gOG1x+X((8Wb^Hd47CF8)#+Cu;I2ns
zGSz{~l%;w9fzzRBTp3KkS4&s_vP*D^=fRA7rR5N~OcbCvoW&vY9#K(h@fZ8b@R>Tj
z>X~zv8HW=-aB)Cb#$%6awb@5W5sdd=J{xPCz?8>AX=RQhw7s!MY3Joe8Rti*Ig?)u
z3s7N{sQOKB#5p`3+<MBas=7YF(eIt<yyiVBa(?9Bc;u1<@_mpcC@z{y5V_Dv^4Q4W
z-zoHSIx@}4efEwY(^~V*x(N~IDA$#e`xDl4j1nOA?#t@7*?>Hr$>P}EsPE=HO}BJE
z|IiN(`;|%H(QssWY~ZcgAQPj@EoRqqrY$Dd&1p7`xdZ@0h_mA~YH-8Tsy1^+=~9YS
zQyN39d*gfmG_$RQVnQNyqUq$oflLsj-p615PJ835`*fg4JK93@!uXcd6`25DA}g|U
zgv*7QRs98v(h%2N!5dp5x4NI7fM<jm#mVkaRCp$>0?A4`0+y#$e*BT@Qdsxn-~@&y
z<FS?xS3fjS15FP3-XG3WNv(n>$b^URmsPF~KV>DuuYwmSzr;@wyR*lCa2<)17%sHD
zTxl394P6%u*ZN)gfPs6}k1Ju=>>@j!-R;x4`&g~~dz^1Ir?!{xHF?XsN|11OJAxcI
zbUgxxWhFEHho_!%Rx4p{m>SHhLH!!VS8xY=*jqzF7xkBhZ~9Jp@iA9gzV<DNHW^?j
z@yyFfKK|xJ^rmXPes8k0LDJ84TqjhR9|r!-Ns}EN;m^1&*ILbb-ljUac4`AAt?uW?
zWi>r=E^^t?`%=}GHq@}A!Bsu|l;3;8?wdcJeoSZ2@VPJ^E;qk6WC#ZAo7QAgRF^F|
z<*K^YcrwdM9<W&fpHlTXU5wM3Szc(h9&XgzDcl(H*IoC^GCB#NXY#xdsbg(FwzM5A
zxqRmebvgS=oVhUKRlgTF^Y_K;t=4`8ztm)*+iEGo<ltDc!@dMN?+o+gqj4u9E!Wd?
zG*{{bp@7evvP$NZKErTy{It~p&du$WT`)moD=c*Fb98L?It$-i4(VMLPU;x()}+^W
zI|^LFLGm6uLvMYzCPDq&_u%gORdjC=jm%oXs@3>d(`a=3<K~wb`S^_}+w@jW;8ysv
zx%(C|P>Ax2mnykC1P3o8-rj^4GOH_a8e!6l5cIGhFVAoT!2O<>6Ad8C!@T_BKdJ~a
z`34Th98P^kj+rEgt%nlxIPiEAltgs0nr~ZMVlF4A1l;pKpKrFpM<!Vz{P|J9QG|Sn
z%vkB7VnWqqIx8(pRP=>iV&;syi@FwIN)@(srL+<L@JrW=54j&jRrQ7%&BYA4gzkg9
z{QJ)-#UGR#Mtj<vb5qV0y|*To3!J`(Eh_jKCZ?=P(uO>`clK46KLq;5KwTcDntmlx
z&9NYJNqdUDU<~Wq`@?;vkt$FY2%RH$-I>mRxo|gXqL#EdbjH%Wj|7f7!Fa$ynV(Ut
zK|69Y9W88;MT-pH2`C$p^>%Vd(=hhgcp3k*Iw4EP@IOG7frjF7*KSVlc$sMe31_Y`
z|E-qa+nTvE1nq>-m1~`h6!a_<^*fet#&fU>^#k>U2g}sOP9};p7$WGL>BI<WwcA&P
z_?}*#r?3rO7Dua<aWlTGC)W98O1hjKEHf%8U^x}RlwfmF5eTMHLvybnLeJXGp(rwV
z4R~ON+nY;LI0TGirS0qB(r?)H6SgIni@bf)h=ynjV!A0=f_u>WtIfBL<=1;hOn6|6
zb}f@<8x@QyJT5A3)Ix*%2rr++VJsi%z1NCr*}v{fn^U-;BMIU45oi2*AWuvwzh0a}
zt%WBP9Uwj>omFB}t)E?tEIV@D&N!Hb6@&QyhZ9kw$uUuxHnSE*Z{Ue)-fqA0kw?u0
zftMgu`_?2nltuubPJnG9%G`Z@&L%~3sI~^nAUR^6em`C4rQi3}3vp%3cMDUYPE+>^
z&gw0vP^n;HYRtDu=#v^9s_fL4k1KzL(^wC0%!6w-f6961k#>e#<$2<>PLv{lH3*PP
za=xS(W$`fvht`E_VJ-W$1dUYN%eP=r9^R!1K7FiHT4UL-Y<XhA0z|&&_fREMp_<0n
zle?WN`uZ(SPrl4^r>&W2<xKUc`_K=aJ%_H7fVV`i=+I;vcMS8}R(HyfU9Xb&UK_Ro
zMB-^p`=R8l$^9c_113e~y?aC`vN9kBj)K2TQ04&ZL^;OQT`akX>~29zZv}_2zG>IZ
zed};~-mb*sWBj?}(p$R0_f`JXB*LtN_P1QnDrnxt$_p#lt9!=iO;p7j#mRgd&wHWV
z_dr4LT#bHrBY-6&=~A4)Md@L_o#N{0dx)ncNRwDkmc>iHsSBNqDgNa83=^J=ozcN8
zu0POJBmVm+6GX4-z8%kQ?9AL-w=(F$!CkODCacSG%52P=CXgY@koj)qpnmeT@S=zn
zFEEICLj7q@rQNIoO;oho19N`)O_6)T$FH-zT{}Coo39I&gr=!(N=!sez&Qpz>|b3x
zO%gUPYfRRgx?8n~4@kD@gBHV1cMR3EwX@?mL}aZ=QJw<tBVwv)<%u$dz4(FA{G9~8
zP`0#;L$O|>k%v10ZO3K!gYu8M@ROB_wEXdUXW5qJxVu9k?!3%OO)c2lW6MeC=Z>}R
zvElE#XZ+B!Z>;Zxo9~H(?t+h*=kK2f;N}r8jNXD4SbI|Ye_ODE8)VATu)rVY74u=I
zyH*`mDkm<1O)AH;i3de}D-NGftb$TA;C?kwKt{2>VA6Yo0_u?&#U7Fb=D5aq`}nE!
znC)p2;-Hg`!MS$?oEYEyY8cQn2L97%j<X+ebw<7zmTqr9#uy&R;Wax$d#lJQ`~V&&
z9{QpEcA!ON(WL1@HB4VP+HM8vAgSkONdhO{xmer=kN@Znw3a;{|J9RRE<RIV$wQ94
zz?(O=I|xypN}D0Sh|?iW=vKu|JFD<d>PPyaFiRJBa>71q5_;evkhb?R8e@^WrQpQo
z%@U^ry=5@5Y>7S95)`<Q<K<?MGIdN&Pz;#D!zHH#bM);Zzreb}w3|CB@_qu|)e9tN
z+S0z<1mtS~OuSU0zUb=)GUz=y`Vn}xaG<>}`2gsUt#-6IP+qKRIef{`w-h3?J0Z2i
zCj#Dl1zUbt-y+4E)mj>VnaR5pu#GKt{}~b`O|nnCaFrHI<8CeULx*%AsMyCA&>dUq
z^7+^VhkEpAFvUCG!78k8)>}Nc!e>P7Is8&*##gtRhA?CL)_JPETUt&>5^Qy}oid!Q
zpfZ$3iJQ0EyxzqNdH|C)`~F!zu_jLQo@kY6Mv{yvMTH;eur%RVWZuc)Vif;su6lN}
zZ>YT>mhT0tIf3AJ-dSiK@4rzM6Y8JJFP|RU4;g-A4WWa6^Mq^JQx8tFLwBgR(3<H#
zsgx%$XoIhT&R3J*$!cp`{#%(H#i5cHxX_PxhS;xS6ON1!af#f6`wP{bJTS;aJDsn*
zuxp_^smf1rN_J8V{PuTRD7ie$^XMHO`b#y6b^fjwC)6QCUGA7TbAzw3r?*To=I2{T
zlsjuOWbn_RZxla$Xa1`vbhzn)4fGzD&N*rE2J|D;@Ndm~*sJux+-T3r=ttlW*P(wc
zX9wTToPKs+(j?F}5X39`PyP~u_?9QkMMjU7DNHejb{=|VhRmJxXPS}cO|W^aQ;*hE
zh$j~LZg#o}h27AvezP@IsU5=&f(XjQ72|9D`{)tvdfRgCYAX}|`z>ir*pT#l6Lq|R
zh9}Z4=~W&xD3`=j-EJ!nX#PRT)VJ|D^uGDQE2c?NFz|WIz)O1d3y12fF~U3myZpyG
zf>K6tKalE&u1A}voM|qnxMl*mxVk$AQIY{cCu&OkhF*}~eZmL5exw3Voq{8<G4g%c
zYu!M*-lcqXlwtUx2S#eyR!Xp-b=DqAcIJKYO}{`-sDl>MGW6Pit$SB!Z`W^iZj%VC
z?KL1Rl)NCwU?`;RS$c~l%AAUe34UT~8s+=HRyU3yW1QK@u|3~{d4BuG5Zh25ef3hP
z#pMo(iZ|eOzweI4^nGozuMH8fg-JZdA4>byj*&kf@J4V=W->1nD@uxq5Lg_%P_x5j
zA4quTH9@m}n1|;6t&peO<%Z`E{OX+=u2Z7|@fZZf#BwkI`nc+(RiZ(?X#|`Oh|$<$
z0t-~uTfjZ=^v@*PXN01Cl!VUGuy;i!orvsx&q*N4hn<CFDjw`1LO-XNtPkpk*y~Lb
zb;B<EYOs%B^J{(lvwEIj^`tmSMiPBk20sOU1Q+`f{5xHsY4CZDE;^EPUbq2|iXp^Y
zeho=uf!9W^Y*{zWlQKi>!I;-T`U}VGM9GO|qGH$-VDnRd-?{>QdCtxtb+os%HdX_@
z4}?vTG__$I9S`q@5TKJMs@xT7Z{qBXR9Jd}nZjxs)xmrZZ2h0?IcRuot9@?pOIp$&
z{fu~Fzz<z{H<B@28tUC1GZlp;8a9Ag@NaUuFf%1&6}{K-gzOAwogeB&SoZj0o7I!&
z1&%!J_u5II!+V{K)TYjF?)Yqx`@A#+=*P3?|1LzFUcb<R|M7u9n-h_AM8s0$$X0k^
zqA~723mh21?W-&K-?LsUUk~H@j`n_LH-mv-f;Al%!il_SEYTPL)0Z(IDQY>3Q@N?W
zQ?O^zj5pS~WqL}nq3<mdWXWIZ?dKEBp&udt&KiRB9$jO>qj%tbY;4aUOuO$)2oP=l
z6r#)-{|eu3TlL&|u4M3PzU2_OqVpNaS8w`mR2`W$G%o@iQv$_P$dMRM3A*&PWiQKh
z!^gguxxOM0C=nI#%pF0H=K1rvL&Bf|S2i_`0@uTv@!!u(`|7#gcVX-k!bFF<0@Y@G
zbAqmO)An8o>$U(m1~gAo%+j#+?Va7Ws`~YoF*lY7jX$pwjQdd0;!V}2Kn%Ud`nOrr
z<I$42bgqJK=kYWTu<1TVM(P4@wRqCU|E{q*?<g<?ui0@zG`$!;*p)#YSO42FaXTx<
zJK*A+CU$accFJ=i>E+iyH81<l|NJMV3M}m`aHKIVQtr?e99;hnL4tt1{LhHq92~xP
zbsGGA?~jbI|A{Fu-&`tk)QS4l)S#M^<njfB--=>`qKrSk5lxL!@PJ*uMh5&`kU)L(
z-{fejsd2d<Az7UJN^bLD1ij<VzdG}Jp^xA}srS$tCK&zG1@`y<is_}N!0i0upeV3Q
z$p9CBLlFBvr%Gaafr6D2<V{&#E69B^hsnHAzPl-Z?T#6Il9P-4lHhO^Qwm*}^k_)%
z*H5bVdixs5R>lvn?adto>gjtR{od`iO`hG7FnOe;tniDwzZO`S%(vE`t~?GueO0?A
z_u)f5Z6VO`$+3sU$%%q3FT{V@hh7pG2`P?~Jb9LIi}L#8L5oN^8eaC-9VQA%j%grJ
zT8e$Zz_S`qkOHpjP0kV%Scmf`Cb@hS(tB_lcNSU6f41==2?n!!lHPKDcC0}n@)IuP
z<OAcf)$PX|zWMD70^c;A)jJHR;cp+Bvn{q;rscXa7b*I^()UE*gP#!KvhTNy^eiRA
zBN`$FH||+<Q|D#V=F`zO6llP7G6yr<S30P4Ft-)4zcs}EsY(4qJRd4s3uN&bc%UJY
zak7b8ED%=@OB~%Zm~m85!mZDhpYuM+0QCc4p+qH+cn=5(!JRxWT-I|(hszGQcHb(3
z-4NXyhjE0eImkcSEg>Z^(y+TCcE)8oc~W;A?_+Ux%#_`H3F-&T1*)~tvqGT*8w0TP
zd?p)T?VQ^6N~{oz??&=X#fE<JE)Mx6-L{<5U8EpReVG9p(AkNJ$HUNE9e_@Lks&E4
zvDubMH#ao@tR2n0OZmfYf1QSZF$gca`FB!V@S5d1%)@egps#MdE6&~K)Kg8()V{|J
z>R<=%g2~{*h}B$UEoK!y<(PZs5_5<Qx3pg?$jlsf;_Xw5ObGdgNcP|!i0mY^ke#>`
zrJ!R03ReIoHC|KtJeXvJi(JycW}-}?q_Ix33FZ7As5#S-5iac}Zyd4QDc*(O(ed2K
z=UkS`N?z9l)7<R5tU<*6`${JxZ`tcD5^_gr9N;N;U@dMORRgC${r2>fl!S!vd9-PA
zsB!rV-5k+S!EvQICRmBc1rla7DG!?V83)J}3D>QGn3`Ml7vFiDC$jWn@g7}c()^;^
zPSKQtV)bOX>z{jYM9yW3xYNLPU>#gzQm0-xZov;o5IBFEuC!~9(1O@=>gpuNLOc~|
zJnpYWC-nXHYUflY>q*m~`us_9Za@r;H!DZQ>?ZplN&vuDV7+&|-Pi-^6cRP7H_W|`
zkXA_uq$scxzFOr3sP*#O9AG+zOJGtwp~7N3L4tZbGuz>9K?!0McSH>^D{VbyYu3jI
z5tlo!x#&4<aXO>jzeq+VTkt0)4wP&T)>$0hsIwoxU!+w(fst*9FW3+}seZ9fgKN8P
z1GrO<VBWRb04j<B(MAq@$}E1j#lTrGzY-fSxsVWcJPj&k=1IT^7Y^vCp(|r`6h5OL
zvQ(T=n{_LN$$s&8bU98N!;;1ut66g}ZZV8s_eYE!N85sR;x2c*IUw-NsoT5xS6gBO
zj=w%o3vA?)sm`0Dib_hP*>*AKxi}vc2Q^?N;NBgGR~;C@!?`+VksVb6-yqGpbtyfL
z?GzGMSC-0|rZ|*6f?%eq)#*AYoQ2&}@bnC0Zt(obOyu}gadUPS^cD=!kFGqtAU}UF
zw)7RJ+kyd@%`h;Vd2}#ed7YOp8;k1}REzXgibZDj1LC>!N?uYaX}rUB26q8LRX}&k
zFlm3)Mo)3T2p~JA(|M0zlC!sMB7&6n{TXGH6{1krmBFXb{~osWXhGoa_~8+_AQC81
zK2jdF@E+NPG{0rk+ehsM-d?sf%lSt;F{_yolVCS<YICv-Hs9VInlLBNPRml^f*(JZ
z$apzqh~-NYt|e`?wZH{b^y^h0*wORbLdVgxN<`^qy{id$bTpqA?1f6TUxek9x?V^M
z<mWq|1+(PV)wTUIT5v*3k=5`gL+qkL&Dxg~-n$e@J8R(F{!3zA-3)4~ktIKVcn+n#
zS6o(va~dDptEq0hXnJ#R55#TYu2JX)K)00x2}=eap)ql}sB}=u@2c6@lgc)cX_)gG
z0a#(@&-TgBS<dtblO~a(xJ|k8A{SqK{}CpD0s954vEF+hB{F+lcD~!r0f4!8zk0ON
zZD%Iq@Te+4>_<=T^7f%uZd10r2TTLDbGrye@zrn_>piK4tTeq#Utzf9*oLxtqeCIm
zeXF~TImJex66vpBJw*py1W0Ba55e>Yfq!e=qu1cFUq;gftP3O~{!H~LgQa^?*H~z&
zUQ;H@x&AcS!mR*3Tuci4WzuA8lXCW{s^5F*qFSWVeYqd`&h-r2&_=895Lp<_LXnta
zPg=PqpeOt}+1%+xfqJmh&)<1<2X@N^&TEn(qun3FX~*(T>C98K(oN;!TSlk?x5Y~Y
zW>|oWti#3CbPKJ9;N8$ReYdygH&V7$LN}?7X5X4(vGhzr3o9Is6-w|gh5eeeYog5-
zd-JT^oMjMp?pP%&yRbnQMb{*ys_cli?QXTB^VR_a9eq{Sp9(IaNp3r@j1fMwiDIsI
z1SQ*!VX}THsc+vJ_{2qcQ{TY@0ix#rL)&}DHMMSA!%^&rsE8;?Q7M}uAP7iDL3)uc
zH6p$DUKJJTO?s0ey(leGqoTA>gb+dt0jWvo5JKmD;@;=H_uPBm@4ruffCS81>uGb&
zF~^uQPfn|PRx7XCV%&8@Fy#4YYm1@&(ezC)D=b8U{}!+1x>Bj!Rkp0((3&yzB{w~3
z|Bq`!)203cJ6Uivd)!sFgz^Lx_2e35pP#(;#2RgdTa#MU6KDl}V`7wiw1i2=t(Mp_
zqTuaTifJ!{GIgb8d-Wg?mvp{XWKH0Yw@5OsHWD5cei01Y8|4#r7%4rk(VSn+2`ts=
zGXNtZ+aK`EM#dZ|SJ^7;3@YfF)XH+&R^GK4*^RxYBrZuy>0wW3EaJJF@Uw}R_!;$-
z7ZpxUUs<XZ1Mx~px#}II)34EmYP9r*V!DU>jEVg5bF8_uvnBVcXtX&;P2<;13KCM4
zQIq$SAMA#I^IMGf-CLl{v9iq38$4vss@;dpg1tZGED{x@8Qe%zrKP>Ep~Y+T>3Ktp
zbdWTfFsHS_NpmOuonH=CQ=6S?fWaL;{7$9N{%1sVVVm0<Fvz^DHP7w;F<%5?b5KM?
zQFX|3!v?#=x6ywg7a5KeiZTPHoaRi~K1?`uB+lw<y802s<Nk7;6OK=E+9)$^xf301
z5ds=TNjLg0IXuZ9cn?duB*J)(Pn;nj1GqI7vaAVd%VL3J-LV>$lAE!yo;G3E@h<1w
zeHI$Y$9;LtCC`@ZM2@P=?ztb&4);7gHWvjw+B%V*$a{RYJzqpiizm#)cofLv_MJcU
zQ=QLx`uhZfgiYVizY*OcF?E@Olrk;>>vPnNpyUVP$bYX`7xA|J_g_%ycDKHA54j8Y
zkyZ4IzrL!LG7f&)wypwh#MXjQ|KKd=DsGV53cqUJubl<ac*-R1A?I*5|Dfo8vUwJW
zo-LIBc1juzivrqi=x^E^R1jdN^eS|v9mw!}9%mvSNHhgJAIL-5p?T~4we^<fCjpFW
zFKVsFYd>C}#x8mPS<M2^z}IhyLIF0`hkHwHs$rJ54i#DaU-@%fFaSjh=?@Fh@thR|
z57TlvxKUF4?8#SVz;huVu;~wj;*^z}gI{$mC+e=d+yCs#poM0~Fgk0XV_-$c)yt_r
zw79ea^SHdSc6@7oBQT9FiX6)@XBrcJhX|%dIOu^|k+V^+8nOKRN3eNcX%x9Ac;|by
z46dPKO-X&i!!#&j#g@BCwDvcm<{of!hp6}#`^Nh<O-<i28OS~-8?F6i^pDMD_6&dS
z?FDd=s}(sajo$V}yd2EMVN7X7WCNy_@4q+|x-Gz{H_YmXj|gIoV+1RT8zowkz?Pw<
zBtOd52HELA3Q7%SI0xp3$5Quoj%=Iu#?s~tZM?{M!?C50Q9%q&#-M*E8sb=ML1hn?
zI)~AxAK_VrO{-!e9AfuWe}i~Hz;>qnf{>jK+T%tOTb(LfEmQDs#;nPfmTe5|bNpc&
z)T-C8AX^ececy%yC8rah#hpT9_~glMBR)dA4#c8I9^>40V+F0`El)*168rqBM@iqe
zC(>8f&bV8BLn|7d_$IKD9c(|4fbyG~lxkJA@J*_%zFP4Y$wC~*p4mM1HYt>POofJt
zp*Z7s2kvLSg1$K#X6qpgqK|rqkx#nO^nT*$kDe}c8*ZQsTQ>W==>>Kk0wc^Z8RTE0
zE>=?U`EbE+kSpzaugcaM#i7TxL71%#PDd@H_1B05B5l4PR#EzDCr^UGr}ubmgTa+e
z%M<5dcs#v{_=afGl4iM)vy^uH#h&L`IJx)szS~`ms_cmeA3(_H=l1(@uh0Blwd@Vh
zsP|TQ7B?8KuYAD4LSXnq&2%(B%ZkJVY0k8734qm_*W9f2=FKh_&(?Ni!uqD=?Z7PY
zx`8NMo33Vq?BN;pA&#8#2aE|tidrX*0HFG*)@I$V&iVM5#sRcYY%)p!bSCcq3sczM
z`zl@UgsD`iO3j^I@E$T?x^x_8<5V_wY~P^d^pm3vm?|abzVhFg#6w+Xc&3X}sobWu
zL9gT7o1NvKD_F!KIX`%Im5_gbW_~f*=vW^%=~fu;OO@%x^MYeOI`H1;cIq#nbhOY~
z<`11?XkW^#DNROA=yfG~-Z?5MA8}0gF|?m8Uhr%q7L~c0U-jSlnJKC=RAJPV1y4zd
z#oW7MDFjQ(vKaq7X1e4jQBl{_-26^CEbGIjA7jb*s-JFRc7TQmW~2?~eouT^VR-v=
zB9RTJa59Z9{4H@*qhR^-`X;J1(A`sX7x<@;wG!swi9D>yQEer>z9~l13W}Vz(Cyt@
zC2l6|uWlHA)3h#~tmC7P=qwLzT`MsSz`0|BHJnjp`W9q&|9P&5TpD{6vjqT9eRkq~
z@guIxo-0G`9)Gn<h+4j^cNi_inz&Wto=)9OF%^>y-bIYEKBT}S`}J^@O;98!*mi@{
z8~}Pa@f}hSrgtj&I-hC2>==w6&?a&WfzNojO+pgU;(c8Wa@W1kgv`5J`zq?gZ`z9R
zVW`O-a*g0PO1qq%Zrz;V_0ahiVg+x*4l7us3IGV+LTVT(TAUua5(d*5O{6QfMf%~z
zr_T5K6O71BLm!e?W?!ZO<h$eaS*-ogBHh-AEX5E=5f`?t$2uCRDm)*$udtdAkCoI&
zF}bgu6I9>*$6b2)$yM93kG&@7$T#C?YeD~kQ;)NNz$))6`){x2#8$o>s)oIM001?j
z6g<CBl|D~oKB(eKiYhvSmO(A-G|LBo?_Rz8^rYhKfBJ|AqT6+x1N5u&`4>t75x{nX
zCRAv}*?p@U-ui&d4hvazocIEE<=iBaW57lSZA{8^qQ}UxvHdJ;d)eQUUZ-fCjl*R2
z@RtQ0iZ%Lf-E1_Q#nA_DM$!v9#c*+Xr(U9z`5M>r_%S)EY}p=b1AKu1tAp1t;vNBN
zd(d{M3v<fFxkN==L&_W4{`wG;?Gq3;>9ffoxwDq>$2nfB>+WXcs?>fi7FEtbA_bQr
zy3XP|?-~LWPO8>s0BkEP=$X6rY`ne~IP91ITl{g7l~kEL)%lyvez4KzFI$faVCvL%
z{3>?bngk$Lz=uA>@m1NxN=686uV5_#kJ;3!w0HOJpNCe_LY?&I!{5QMXE~WOs}f33
zO)Yu|wKV40g#}!dcV>P^dq2AFZVuAKJ2NBce6UKoanVN3)uANz`^4Lo6O{lrVL@hI
zjL;g~5leEuQ8RA;d8r%o-m(o*6_5+4W**DTjh2DfH8>EP+rtmj9~#z!tSQLPV&+KC
z)DgfCz5mv-f*C6zKW?tVJnmJl_Jh54COhvn)0<dlhv575%r_9F6Kc{4QtWXz0mSuG
z3>y-zru-Amlu;0Ih^f37VlWQVCv;0o<ZCzGDhLXU?b|ytPt;nk>R>Mco*4IL{>TrV
zCHv1xr2uR0KA4By4f=?-;v4=nSmL*K)OwTgaeJxY)tsq_)vwRU6-aj;1q_yM*U6nP
z9YX_HKH0L34tn$f#OQ;s*C}f1HBKSQ4I)7bKdb=plcVT2jnU_-(IhrQwCznTeGp2N
zRXzkXq4xw0SW8}^8s2`W6N&opC@X5IU&*bzG$*w@6FdmxMZtHk|Jjc&Elf&(u^59$
zM5xxIlng&UyMyRgD#qwIiZH(9BbzOGli<d;COU<4h~Vx{sYMpBVEMbf@;H$}2d<Gv
zJ_JPLYW5@`tR!E%>c5a>DTXVckif8aaU9zXG|N#-|I)C|@l1W2td6S1QPO&DbaI7c
zwk1(qH3aeWa)UJmnlQ>%t#yy$d3(2R#sderG<ocrwAkD%Mf8v7DV@r7Jc)VZ+{RVr
zM4co|qFzwo1w>yi<MyyD^%lxA|ER<pyWh9DJpSh`fYb0+@kb*MN-i1WSD0W<o|+BN
zxp<|iuXho-cdmY8Lz(v4Y{@4V(g61h-$Rf0n0m$6mJ0tf@{%0)s^*h!Jal6XRQ-DK
z?M=DIX-8*XV`z*eFsD;VKU1U^lcihA_m3uxDh!1mFsf^LX}DP8ag~Z@+hS8*ZRhrU
z-+lAxC5_1@a$Fji)0fHzgD0?Ao1@0@rU<Z2Wa@RD%CuZv&E!dDBoBSzoCA8#w#~ie
zchC|L;v0-Izq0MiWWx_vm?#s5FLB&BHss-OhmNv!-*~}a^H0duNAN6gf)jMr{5B*p
z9_G|Sj)qtdo8(3FlcQ~k1|z*7K)0`I*#<6*lEsN5Ved(i#+gceA=d+zs|H>dkjx$9
zN_V(;!pjXkBPoTB;*ZGA048Xmy!;aLBM#tG?(_nL09CBn66J{H3onObHXFrmHNqOR
z{hsP=hfSqR`iJ*DYzu1TDSNH8O!$0!l?_(jy;Pr7esS_&;nG{G<#I%opM0#8Fcg5A
zoQ?=WQFUge3Ny_b5a=vfttSWpD9Ts9UhNL$8jK7^kw1Xrb?L`1=Ju-w23PCl^ePlt
z^NgItWF5EdOI3IS4U@)81zI)4fUxXqtguu0)BLw-4J+F!ckJ7HsOuV<wdkm%Z*%X<
zx{yPjwzm~_gRJi7O~qNO4;DbAQ@YeeIRx}OM8>t(WTS$M^U8}oZvlj0OIE-+zNrF=
z;a9nm4vZp`%ZEcrL`}{3!=2erQ@=U$H@@wPAIBbwrd*`=DSvxW%v6>)Knt9>4rFr~
zQa=6%qAIl)i;7CypBDjMmq_E>yr62>D+my&HpEDJLB}oaatgUP8@y6-u9(Iv%C+>b
z7IP-PU5svk+W%lf*1h;CuRutC(BQOi{8_pqInm?ft5DIJPZ>WW(TgH2F+H92%h}Dp
zOL)FUk)5sJwoT9hyrHrI{{T7t<ppUrDZZ$htDBLJ{#ZvhkE3EKyZHie&(_uVbd8oV
zd2)Ao(<;TCr4_;~77^D}e*w?yz-FdBB8p1ThBT`yoZY?m8^QdyH*faoPP}3}DQqf3
z$Uc6LB;D?nCg=WK)b~Yqmz&p|M3SZHKe11(2QIb|mz?6UnCnldR%t4(>}?KR50nH5
z{nq`LOMrs2WQA$WsawdV5~yBIkRQe-f99r$yGctc?lJHaIaEjZMz86YhjTFoV1bFU
zWp)>0DN)Bu!|n}^vy$SHO(9qdgE_|=5o8$n=BUCFY<1#2I3+Cx`MP*W8dl)Y&rfJa
zFK_TkJ<=T<ncwRu?4bm?g~5Bl0S464Be9yyQzO5B;?(>##i{j{;A5=sO$_ceaWwnv
zA*4a_p-@TVqFzV7q5afUm*4uweo3stu7<gnRIlznpXQ663xTREf_DZS`kG^8Zb(>E
z7pgb>0=89Pse>7|NYa<6h(~(>rpgHQTnKci+@y55O0qbe7OFTvugjNSX5-ltpmEys
zJ-pv6p`bZ=S!ZD>zI%MZMRwp!e+(mvUKH=k=ruCQ#n_$+Kz@tIxOW0-H>5i~ZtPTr
zF{c&9Fp@OE!K51YI}HRvWJ+Bl0MP7E)xeZrzKlq&K(|r%BQf42;47cB*x$C3-0GAF
z+?fvkmjxqp=pKQi-lW`!RI@#1Pff;MKYc_54b`EKwat&mR2)gpR$`el@0>6N_h4D2
zi*J*LDRmvSiPhAsN+^WXQ&dq^={IbvUV)QRa^A&yfKwd?PWU#Gjzk{p&8LtfQ=K3w
z>Uh9wTvH}?@xaFbV@Tdu!UT3a=Wx})#d5g(34XLD6vuy=|G&mJ2PwfNN;7`+LK_}J
zHcvY|Y#;(5;&LNDf3x8v2dTauUk_Sqk&g~~6f5~4L@t>U1%;dEbSkqn?kea8A3D9g
zbD@fxPg<8847`ghvPUF4{tfV@MrUxzCiZ|BJQr)a@%|5(JMIcSvC_QRCy?bac%raP
zMyAfjG%svrwXCLJOjTB;$Zl-w%?o}3mH<U7GrGv@6+rI!dgQou;|){5j+$CFzg%xR
zN`z7U(~nCWi;qof0wpf7iX4F8*yE>V(c<@M?K(iQL{0--!{W!^r==v)tiTaW#^KRm
zktg6x{+(zzdjimNN?yH^puH{tryoQ%XfyPtN*M!;dB}N6F7ROe0`ObcE`#mz0>F#`
zp%>1TtkX;m6RLtgb}%y*H+ll@D$T>wjQv`Z+51g~9946-yX}1y!BD{SW9%yYk0*`v
zO%E?-feh$n<)kEW9b=9WK^Yx=^di~(z53P>X1Bs;(f@b6A&xX-Vg0YTpE|U-tZFw5
z<jr0Hyqt+8?TrZ_A6%9Kz9?*RySiIM-);#5H@lRl^W+ZK0ZK-{?3&j~V(xP{g|cKS
zA%OKXuD)y_Zyz;KVG%M_@*(yWZM3{+uV+6FZOvR*X+kZ`c<H1a$Wh=2LitX7H;QIJ
zBS+xdgCM8sxvSg1IM6W<;NW&pN@wsZqZ;Jg=jHJ-PaLhFr()Cf#`#jDY8Z{r8#w)}
z({5j&;58+u5-2>TU0O_LwUv~$(sE4oX9i^8tkv?^g9P=(W;md0^CPEOK9ETxW^H;x
zj@|q_ol$o$IhRy(@I6Hq5{JCM(xj7yVdOn>C&6IE_McM<r0>4ootsOd_ZrXvm|g82
zQF6@VVQw7ETYQe$rMbqEB$|2qjO6>AoT71OaU&}Fp#c>7KvvvK2ed8+-l#Q-y;|(n
z;H%a%gVoQ!xiR`LwSraG`TvX=z5-}@#P*LJ%-*dI;eYlIm=&G>2h93_b9wx6t>9Z<
zGGR!(Eq=Ce(2Qe|Jf>!JNw&ba{aN^mDy%QWPLf{G7=)f>v=+N{YT|Df5wJX26#kdg
zM1Dj!BS=I|k(V3Uxd)|v&i%ope&ek@uvmY>uS+0t%HeTAoS3vhnaJ01IrOHxAv#oO
z?=2I(mu6ZksHgsC#0v^Qax)?_5vsp;KAgwLu`59c0IS!*1IO6@gDEk_+Eu&^<q(t>
zynGp`1c4W%MF?~re9bXAu-PA6+AjsQ1lb{82drrY@X=Kg=KJ>LVc6YL_88^@y?YGw
zF+7=f*!)YUI+^Mbv#Z|kHw^htc(F4Mwl=g&3&`Zl!#}|0`I1;c_9SikETD9=T)go>
z=@>cl2y|e-K$IYuIgaarE2w~-R_p7|2JRC7gQlZIAvSF2lbOlk7R_DWuTdZZz~OA$
zww4E(J-_|pBs)T2JAMLf0LYFE9$l6HBvQ|QaF(<+q|Kaq>3j$!wd6)}%t`>P{V*^l
z+i#CTEuH__pK$F$-FKR^qseq0_{5KjZsY$Yk0!aX7~uKvzzgGnP$8!QA&RBCW%7GF
ziL{1*tCP%YQgsk;JeiG?ex4_m#jhTGgn%nrd=uQ=_4QlG`j{@dDa+{cm02w;^p@T~
ze!llH(HP@@%s@84TbupktV%Gf5CRPqhPXusS0%>@fjhE$3Rg@R^2=#&B*t3P$D9k%
z27GM01DZ`;6W#oEfDaFdY&``j7u=`ERcop4*Gi0Dn5YYI+eZ+tEw;i*!#n4lOY9Wt
zvV*6!**5@bq7_}`tRUo|qaWY=u21^-9PPE8&Fvl%*7+BR{_5;J8%zToKle$m{)N1K
zoAm-^Fb*c{@J!=)r^A^_fkN?Kddgz%{yu)G<`VK32!N(?8yZ16PiXB`7sw<Owow3D
z?M_v~+n;0Ru`e(#fut<DYmfuytzJG`RH<4*!98hbq;9a!u#22%-lu1$v-~)Cy0OR4
z=7gkK5GUs9#gF&W^(rR{iVJk5-xIu3q#gfoeT@{nClsO?P`Zc~27G#1Q`)7D!D0r}
zU)0hLT56tP=#8r2*nMa69Y;iL=oYEx`Vqw*n=~;2Amn)wASf-CRGXzs0MNr}w9*@E
zQb=(2`3BA^KwUpZHR_rJ$b=mDkvS=0t@}<bh3di3dn8`XekR7P!OfJ#v?3L?uq45V
zAfboTgg4ifcrE%WU|U0*{fBziL<yb!738zk<{DK#_{K+2-wOianOj&WQO`QLj4ccY
zz^JoW=4<lXn&#{$8P+=#3;HvaqOGBo3<{(DjFb=S9F6L>M~mXyqi~jD*Pe?o2kf-8
z?#?R+@o)|U^3K)}l2T~5i=-NMdbU~dL0C>=^KyN#ZBObb$Q6fm1|L(qI{F+ExjlOB
z@26jC)0f(r@&_qOkW!5+l~D4%Qqs+QcEuCziS8B2nYPPffwlR@7f&u9y*3=ahut;Q
z89ZN=WcTC^@$&1Sl<oza$H+poeMbx)LwRTK*xgV~_-;2N!0-&=M^$91N<r}-R0)=I
zjErW1_TQx2U40S>bw<oSVSN(Z&?$5)Z=67lXLF0sn0dYb=n`t1?`}Nwh}3mR$C7d2
zk@HtkPS4&-6R}Wsjhfjw(`sz+W5DG4PR1$Y=m5{#Ny-`YvtD1==?560M|LS_Q<FfM
z4>Sf^E>elF!+CHi?gr6{7M5{ySSCnZ;w!i1DV2fZV9>u&hvslDz5DF##+IWGrg!KX
zMAg4A&pvfLt`@_W?eob9@8U8ILCO;}^2O(HkC!<GC8^uDszM!|O84PXeSdO%;D<7c
zWMT&k6%sD33O+!eZtx=cb(^^@{?Nbw4L*}8d;j;Fe>eUh|K#3$&qnUX#%B;A4A*!j
zIP$eN16~a8oRj$pfi9&(Rh<R*64NGIS-WFivm^h9@#R#}mT1%V<OQuPgl-`r8fh+>
zL;#-TL8r!o6x`%)p}PhIciyhW!_eA1C6|e<18eL3NLv0XBeU0B*QD&y#!%9PEJHj~
zg2C<QsA6_*6&<IfQ&TLV%nwU)!tnt&@O2qJ7}n}nTO$15lrXM|PkZOF8U5%?2NXlq
zILM42@FuxK*(<|e1w^NwH}j#!oqOD(TG!XkYabE5msC-pTzN|bTyH6c5w`5d8@M9F
z&foL=>wwIil!v=sl%7l>%pb>u2MSL>E?>;7F*7X0vm83Seq$n82tRX*qO1Jcdw|pI
zR=gi^E_&8-y(u8ivZ8hR1<bU<gZ{Tpn4s!b6KdaO;|Orc%P)>DY}Y7n?Q)cjhvO9m
zN=)UxRJc3E+BcE#Rz~W_*Y%dQN|%$c1!F6$+>zMU#D~qL?zsAo;q{5d5-D#QCVw1d
zmuEk0I07MMRc1C)z*WuSw=s0zu-g7wnd8TeR_$fNNK5h(J^SLTr+kTycTxT-P9$eE
zysjx_s-7>?MqE9XPh_2KyftP2T=fU$yX)ib$aZl@hODjW1V?1AzZ!{2PORfu>As?M
zMpt*a1y{1%zDrH74w_PS9OQ|3e+nDwCAHx-wVSX2@e!MW?%OyX*oOyITGHCHPX^~<
z<4s17%FFSYCcb%&UrNxpW`!n8nilG+dP|N0uiwo1)MKv6%Ag#-WILLwsnJ~Ds-vv_
z!M1y?ALB8f5s}?%RBo;dAC2<E)pF<|v@{@)N6AZ>^K(M+DGPo@2+<aKB@bD|O6!{>
zojs1Ow+r1*3JD)kZliegGgq*9f;HxxlWe4&_8@?d{qu8bpVasE*bYSphmuOb<M&!c
zlsd1<l^%*$tt_;+YE<ownvyU`(N+Op=G#a|wZ>IUtfJM&+oL~asw2$wvvJCETP)Q^
z^~t(vIaulDnOXN*G0qP7{ML`<`YY-%_qjqTKVQw?DA&vFGn_`NoCcWnY9v#8f0uLh
zu84Z_>smu$2D<biA)v2Hl_>h?Rv8Nqi(AZoT<&p|R-H60UwWA5;WT(A9y$rFW|&CB
zqaRLNwy4%RHep*v3Ndaa?6L=1&eh-eR#9B>R=U~v!y?tqJ*L;=`weLi+qI(ap)9pW
z)f+#vmIZg!r`R#zQ)c*dfz*XZn`7aF%id99)|&g_>WynS<1ceucrO=A@%u066nH1D
zol92@7$D;&3iW-&(G|X5(&x|8K=V{n!W$Q?a!T4$q65FSsBYyVF@-sM+oq@|MbKK8
z&FmUi9xJ~LFM@AN?<Y(dTUyeiaDknmrwj@X5~DUh5?g|soW)Na${^Ux{5*shcJ{xX
zZ}Lk}!MXus+{wni!s#M;GvLuOUFy40oRqfYbxipJ+W(!|`|kS*4vc&;;_$8Imhwo`
zn8x=`4uz}!91%ae_(PpwY2`g0hst0wAg_2Z&ibih_feOepYB&}*XfA*GIu3UXK;O^
z&AC>Wu=x7cv0-&$eM$dh<e^vtORkgnLKs{(j$mH7(T44#z7MdE9@kArdl8ZM2S-E7
z0zqFMWl(ChDCHm$Zzuzg_zxGr(RA|eMnuLbU3OSbpHy5X>V85WK$ORmyY_z1)n`pg
zdo*G_>Zgh8so}!+vUV^B6`^lAYK$WSAM|(a40|EkQ^ezOX9l^{n+}ayVs(!7yvD=%
zWVbE%Yn0zFMZ|L4gb~GzRtJ{r1$+<AE<bc1T=~KoIak~F(eOGv)?(?mdh$i#K+R<l
zvr3Ui;%`p?-Yp;eKA*35Wo&F$B{adtq)f`I`UsZfQOWUT#iO6#XRtrYRvL^m4i&=$
z3pnB3tIgXeo&GF-8_}ZuPTe3;`2<I-UB>#pH@$TLc5?Y}!NXUV4vDiaa;p;6CT%pw
zunp8>>V-!AR)emE%L5+Cqg1VbYYIw)%gq{oQ4a2>@|(r&ZQ*Qy)Fn-H^KMdda@r+|
z+XF=!3TmnRohY%A+O|h_-mm^j>K`}-^JIx4w$J+Kxl=*D>5Ap4(zN?~SCaCe(Gzhi
zb&(msa(+C1v%WV$oyo*8L46^NpGhIePa`OT%~aTY6B&5t?M;vH43WRBPl)@321Urw
zz}q9hfHS!;p6?5J#W6ZF2l?KMxXlXIR=vkt?h6~OhhKH1@0>&P4k5PK%Alqb8u@$<
zmpT+bxs*SoDS*?6hC}0elwa!4#J+v>Z1U`7)`p;oxxIY_yYD*A-?vObYv+zxUmkRS
zZsBC`<)anwE?{}#TG5{lDqg)a|B<sa|KdWaLwmLZG-zLZ?;aD4qSfiBjIMJumMJqF
zlC@(oD3PKA3BA9bcPL>z-2x08!_3(qE=gGzIhJEi!PgO*(C=Nn)=4%7eZadoWh8b;
z$$?HVru=$pMfAis1t_hVya2aMIsJ{Mx8HHSJ0s}KgNvua6BP!tZb9|Nr&G^gYU&?V
zV<1?F;#GVaZqDBssLli;jC1uK`*iAijK-8K<6jm|onj8ueQg5v$`tj3hv&G9ICMC$
zrLzxTY7eEXDU*zxt}Yk@=YS`RAW;dhskFyX+J+DdJw@NZyGaZ+=eVly730e;J+m=#
zIYLCX=7|9HKi6Qc>hDnRUk5j<0j{w_9jH5d^6kxw_lwLk+fz`NU`aNNkfxc`^SmOl
zQ~q!EUK#%RU(#ipEsT|?FQ0OnM@K+o_NY$LbnvO(O{0CG-tkavs|n+S39qMm9X;-x
z?9y{ecIl0N9u}iaWKbNUQyeCKt&9=_J;PjB3Etx-DsJ~6aCdQdGOBUN`71mjTCQz9
z(gD1cRu_GY4*hlZZQ07T(jfPqokXbgSv+MzZVZ4Ic+zeq#Mz%neIMSaaCqi`4JG>J
zVNkqM51=4Fkm(e{4g1EVO-%o^RttP2Fa)%1-@_ZKA$XA~ef1c%7-*`D0C$0E4+X_3
zMvmWWk<JXeJ!U5tY`~g4brW49<KvohDyW@5^hAP<6J43B@^Z3TeU{vKBs5l@$}G;t
z0jtCDIT~xa+;~gyD8Z(Wr>uI%t%`54m~VQfHpYeN3=jciZg**qnjQ!@Tn|BmaebYV
zQS{RMxGKpZMj{4kLD^Lv^4b3K68o%s4P%p~P26RjF1$Mz4XP1y_TV<Een5>O1K(QA
z_icK9Q-xSl2%dNfs@{j(>bmk^!u{kczN}U|F;Y8tVycUOw`Tmaov?s`{rA2CpZ`C;
z;o@h6WODK`mn9_F>yp)h=w)_v4Pfnf*&%3JnBa`;JE6?3JuElz=O#Y1f)wcZm+LaA
zz9#S)n0*~Dm__CeKDYB-<&bxd?-PWsc>&T>Ok$3`fg?44xcQl`rwUVNh@k7-M0*|N
zdk<lcalZ+3v=mhN<nYXr>%ko~kRJSVml`e<4Ci=bpgT8#>S|Mk0+_Ho1%ngX53S-Z
zdY*E63VNk>I)dfjBcKb%I3?~;ed$<_H2%RKI-=$vI};Y^^>y`s{Aw{)#>MsE`vX9h
z>$LkWMbE=>KjtQ@EaOXtA&?e#V?dugCx{ohY<vsOA5Lc7I#T?+n-?N@OHlEx*h!IM
zz}}h_1}ocY$eD$_r0xN327+%Ul;Y91`=J)acU?mFz|wV^F@%`OAD(#?IYY<(FDf;7
zs1WD-)_NhVemY3IOs#)s{qJtZuuP?r7vh&kpfM{8%=KOf|7K~BI2e&;u-c8U{O8du
zz$mX36zqUpT}P$=FDG-Gdr(zkP%NKr;GW0O>+_+;73QUk+xynf1zL5a6lkh<Nx7}8
zlN=D1)W2n5t9`^rIQ^nf`xC(~?uYS|#6j+$D(RruerIq(o3${%w?7C9*pZZaI8(GQ
z_utkNEhL=jc#BeCY3=U+V-!09AMxb(s<UwD%*g{okwbcY-VK8FH2RBM7F3#!tYMHD
z*&${E)x%|;pbCYcXv#GjI1>l>`t9Gmbue<Rx*)i*c#F!<{2ZIzP8Kwnb=;@mxQe2|
zpSzl?21ZTf2leVT|4T6LNWO(eNFf`6px8(7&NJ&T?=IPwvHHP;)RVnpnB?C23L4*Y
z;da>>uA}d)t(rAl6yIaa&#1GOatvKzeVjp_y-$t1Q1P&EU4uN&2Hp@Q^*yoARcvM0
z1frTFUMkL4JwaQq!=&0R#vm1}wcE1!C%&}Zr}(N;%Lx|8rM}&B6qV2ukVlUMxGk1=
zWkAyKdlb09Gtaf+yYCdh1t6JIjgX*e&p?&rTlp&#X-P{rJTkt{r@qMnp+`)${g)lR
zOP|F5%XmJGB%D0;67_UUJz4EzkT&VW@pS4NTOfA2Ohr9)sYBJtedDI~KfB6Bc}}9w
z^Ta`^mlIDJHnD;M(RIs69RYc^xmUtdL~!f5V?>q%(KCHz{4ZDd9xiwN`(H_7ix!M{
zsmnaKYSt*{L7@2c@v;at0@1OuAqeK+X(WR$1cFS!z^9Dg@J|6<OItx;i1;nRhTg8H
zH~zJHjRzY<JHZX`v^t4b5Y&^w6HdAdzPD~1_cA==6K$avGyVDLe_p%|-*pJi8k#=7
zADNHNCCIs386^Eo)+W7tKArj`F0SVSXPNwKRk64m9Tzhdx6-r~;?6mO5OO-D56RKh
z-M}kT?>malU7?uw6)nBk!E^9R^dAWaxaldQe@PbpfB5EfAq9Vl_i9XOY3Y5&x7-XO
zdN#|Ay<$5bT2#ZX{sqMEo;bG;fcIUbl0t!MB59UZ#-v|*l2GfrDIB;y$K@&38V$IF
zI2W(I#Y9@XkA*$bY{ztUl2O}`!)Do~oF;E`sBFH(#B|@<G`NLEbo8klPG!#h!F0O4
zI&$zMK`ku)3N{dK>i^&`JtR9(EiB>bc)gk$Q0uK-sj6HkwYS?si4b%eDwG+io#!4|
zoTGuEnIElMLrPrSGk2DQ;%q^Rt9F)9$Mshy(u{E%0N_*HL5&(@SFqObgxi2~5pH`t
zsA9gC1c-T4C2uI<XpFfPVL)N8%yq`Eux<1S?wu{rIDluIk{!2}&g)i6S=lgL|8-V(
z=<urSmD?AkcGjfRL8fu9P1l61_c)jPZ&ifX`axul?Z(jQ#shDYA>vS|Dgfp?uaM~>
z<lH6!?L6R#_L!MI@pZv%udDonLA6CRy-=yj9m?FzG5bg%$Faw1*$?FYu#3+^qQn5F
zzw!8G0~x_#nYqqqkUzeX`jHHb;Ywt6pQSnjm`&!=NNveuk|e)ASt(K3T3r?+k-+il
zB@0U$EemOq^p?yb0Gb00N#f91zy0Np^wL2eE?h`$r-lISm9B|NetLTG#>Ro*EEf=Q
zje_^`j!CPCs2CSoSuq7ff*$~93AyzNkmw~hMgs2n1UFPRA6&yo>|F#<t;<UbJsBS8
zQ6k7{jCo@Lt@nh)=2r^$I;&+XjK8xpv^V}Vq_EB&ZLHF2SSC9r@<&#aT~ZQW>ah1%
z^7yxP<I&iP*vd#CnQ`5D0`Laxe;0TQ?PFCu*55(z7l>beDskq@Ws)?%zP@o#Dfv0%
z@-;Dj1Vn`V$MK^8;cy<vJNL&6!hQ=FOY$&%6<p;zFbzDb{+_irRX9rSIvBXpQac?`
z>0*y6v$!RFHTNbmti&JY1+d__JJ~%KLQrLhI#=yCm!wja&RqeL4WYd@=4@0rN4@Ux
zQAa9Je+1yZn3Iq_KpeT2n?;^+8AH7)PBf!;OW__>#DnR96Luq?D#_J5Zqr4}6Z`3;
zkcryYi%Gr;w)5I;X=5kPod8<!HK3!yZ>VSh{a{>uL<HmB;cCwC*OwjmE#!Cx`6@sN
z@(h5)K#vOvdA~fOS)l+(I8Cd8MH$XZx!cP(#ONS#zE!RD&tfH|phe#HRYgTq+GGeh
z4&w9LBDvoYFbt1(`_C}?T5tm%n(Zh^jPth6az-~-HpN&fUV$jutzKu_GxKcNcG7$y
z2Fec``yNJDc^<bp<G+9FAZ%d0?*mp8%h~3`J^?bmjrRy(kQ8-&hevS>0R2I1e9uOM
z0#l$09W)>T#~)H#Zd|97Vj?W-jq!~cTaQ+SxD>cA91{DQ5FVygcgX`4au*v6e-zw!
z2(@bp)=pAul>wXw@>HK|h?O?YB~u$NiP>mKZo34(tvUTT3aI=Yfx;yxs8LHKYL6K_
z1?N7#tgdmoozCO<Fz}BcavCD@oUE(>OFjiiu)dN25o^(z)Li)yF-(Zf@Bh`hFDwjh
zmt~f$axri3)vU213IRe{El7p~WeH20qSfxm49(=gni&Tm_A8Ele}g5g+^-?-?7SrB
z9mw5Eo&p_fK@ztJc`_hI{qUVMb`6sch+y=S{M|e35SF&q<Dk$LCUK+Fr+piV^VxQo
zbUt+oa+v}RAR_>>Avh{YKhsX^8Vg%hOZ_us;k}_*C0QL9Z(AfphKropxMx&f0$62a
z{r7Xa$dvK{NADgjkaphM8p`G3=@B76!4L8>!>;(6kWb;+I*iBE3IFs<=Vg+?Oq5gu
z{gclx*Mx%qr%d4TYDtmQuW@HS)XqAEE>KA%ymj?-PE=#8H~7c#b%JRWDbqt?gd>qC
z*IMI)jjnoaqwGb`vcT`sTpT8);OtXQP%hM44QL5is}%8hfq3zgj}9JCy*!l6;fJxy
zS*x0f9oL`)6&xyym>imnl@bX$M~OAtw+E`()P9e#{YxLfa*M2K%`&$tdqMDuZfZ&a
znh&Kf#!5BuT*vE9<BmxW7#a|(;mNQu_2tHOOLb6*`dkbZLp?rwfAZJHoHQ<7I<pYe
z0BKP1Z4At{u-tkBIc7<lll`OEOX4H;L=C<UFR<wPNS3|N%vyg9Kg*O_CS)%{nDqDO
zz8cP|%4)!tvIL?UMh@wsyP9{pxEd^A#?{LYcW)l)No+l$^@Pg}9&`Mo1@J<!jRXJw
z3J*Eg9myAHmC+NSAvda2TMp`fYzuKnQ$W5~0byG;j*<vYeB7RW69JqNb;iO{N|tr1
z)pGAqUN2H=_HIHhI~dhFAVUFRpd+VzC@Cc;PrU;+>X_!S|G2Ark@Cb*g0&cA$qC2@
zOG&#5oP2y>V}AW?^PtqoInZFB*ke4WUyt>7>rtbcm~VW+Nr*JTMUfI1T04XrU+Wu1
zj*Fo4<US=_AN!JqO-ZnjN+rEhSt$2fPUoHbKuT*pUe6_Y&?!N6?;g^%W2MYio3~cg
z!g2$gnn!@EB&DrQg925E%8QDqy;~~L8k*}m*E50T9{{Z~%GD)4SCBa<9uLKRi8^|Q
z_kGsnXf-V7c=@u6f0vX$M<62qlIF`REv2WuwsgeEDw4&^CvM}h1N_!<AR-c9@lzw>
z>1@B}Q-G8orhwp+6ynyzm;eQ10;Y{C<EYitXWgBu<wK&CDznx86Wgl2$4>h~U~1jL
z4((An-f!qz9JoDA#mzC%Q$-8UL}eO;Wc|03)4#fRq~UY<{Lcu!GR6r00kI&hR<o$(
zOoPvJte;->+O3rRL+O9rHXQ~Vvd*c{>WHZjY|I(S6?!3VJtrOg`4$Hg<gz-*BopG-
zH;F6$Slm2=e{o>b{LOLwrKhjd6E)|gCmlttfhl=rXP4)<va6vhyc|ee#%K!W(63|+
zl#=K1u>iulFuA3wEAeeXbL;qSUHNcyjtKWa{Y&yP{;iTd*hy$4Jj=+HpNLSCAMFjM
zJ#NDIt<Q~4d1P1YpkD;XfZuMtb)+qd)6!LM^ho(n=Kht7S>nr8-dLmLbqhU*1)ihv
zw|bTyOAwX-)8H9<%<)=Aqs!WQ;{nM;ps`BM-J(IshRraR6%>x?fLq-g1nERVPd4M0
z&L}@Et>v*wZr3lmlLw*TyzK$nNsjDKaQt<;!rCDA1hsXgdshvM$@~fvuhEMb&jnGt
zlyA;<?aFL7EmJO1ChQbkKY#C-i)rseL?aZ`A2RvDQKx8g8gaj4DL*_BE5z9DlnS{C
z`98P5DssT=Ph#YK;(6?PPy_qbGI&i#M^5vH&8vHhe0Odby->Ro5klnRYQN?mEpOgY
z{O<I$eE791Y7gjXLNDYgm4Ewj_4H3un+qv!)Afgkx%S(<f;Hf;e_=DUf99??-rKt`
z)7`37+<J>pc3c`XzV)k?vtz%Nmw0FKwYHg7<m>AYIb=<LOWF8pfSy0qN?8e<Pa}hd
zwek%_5HwEhoNWxY*(iuFY-6!~lXsoxSzaXXQKD0m<Ci^$0hGr>hIfw#BfKqhuQhX1
z?uvO84>x+M6}H9wcta0i)og2IKip0hHQbtXGYRVYHfC4mR4BXgx_}n)13>D*1sP63
zhT>Ecs);M~xzWP-=VGkrFV|1@Y?5BEpIXW3hZkjePa0>5!$>XB-$|Ay%zSp|s6BC(
zv9{obUUF1#V8c%TVC-T&RkAuPxi#sJkRA0pY66uDaT}faRklOt;poXwm?q|jxp@kx
zNBE;H7;9KQb{|QclC82k=vBb|rlgM2y+bMUU=4J{Q_bAT4Dv^62&bCDUrd});%f3X
z61`{SAg%`pp0P!B{QlcU=~9Q5Y7L}^o=b}>SJw8DW`q^BMq9?aZAV{_iSg5ZA0;Yu
zkLRMX%{5%XV<P*WyVrC-FON9#1xscRN7Ns9Tg^Rdkw&aw^wc99JDmJ?3GvS(i(1Z*
zP@8<sRgU$zX+K67{8mqJiR)4Ai}4xDPRM1bb4$xJeUr`CXM$l>R_c<PDAb&<g3^(;
z4iVwBGk>TjYMS$jD}akTI76c1G-STz_{a_8g4DLdRx0b8y1uI)37Dx~5?L%N24kCd
z8}zNODGXI?3O-(-kzD%<_aHi75@fvaoN%-c9gsfytO&~0YUt=DRfdV#Yh+b6p1XJ=
zV$n8WgSVoI)FX_{+v(%^fvvW*_n31&%3Fus0%=`{OjL#O=!e5g=^u{A%W`;I*C50d
zU30SEeKK&{x1}Ak^`3rM2sZ&;DGECDBOB+FV8l;N2v6TUobQ$eqQ8-J{^^_dOskb)
zlYZ|7(xS-jg{R;4Qu!RT9Qc9|mO?|LnsnhAOF&exA9IVWqz~SFoBs;Lrlp`H`eO3B
zJ8``O3QE?sR%M-WvI3VrpHSJseaB|{`^T{_g`s|=c{<m3*$%>G+?77Yqval`q%d-g
z%Fsq{LOCDYn5=S_>1p2D2ov+0l}so&TbNV8gb}|Pa}E;s093z5*P;7|`-65r#5@eJ
z#%PPA%Uuuox^9tdHshR8=H55i?{VYnne+@J&+Soa+trqR+aK>R<gliMgpq^|lP8z?
zmc%b0ZV$P!6X4oX*%DMQ=4DsZ7~Www6D<x#1QN$jMM!_pu)>^9T51y8j0*G^IDHn-
zIb>eN_XsTJ$F}OIsFdw(dmamTa|oIA>mEk9CL`T1EQt5Y`UyRFV7oMuMlb5-4QLo4
z)ypue8FyXyVBSUNOnr6AdGTJskA>sDrN?e<bRokY;;R|Kbba3GVY6k-CMD@5_x|-p
z0#r;B`f&K_6KoexSqjU7sUeT!&hHmRzL1bbJ3G4plf<LS1*i`+#Uvo^%+jwihy6;N
zZ!10p^XXe{!0zT@A9v=eB@^U>hnm{GM&~gVzoq^v!uv$hpn>&@(e{mvD*cVQN|W;W
z@!lD+^Y6|k7@UdDS&Qlu<4*0ClIGNXC@HO!bPPjE6rfX}l_=XHY!x7mK$})ubw{@|
za^7=gX6F=iACKE+bM7jYe8=r7l^(#e=5OzABx=1uZYJvN27}RXbA&Ck`*{xtKnaE>
zowV$*jbpF$vygX{qV9C~dhrF^>j8g!`DfYg#?|k$+D_@Zc_l%kRILjJj_73xh>R_H
zp%JG7FvnnTEZuLye@m+?E#}`;zEH-hJ^i4}{zen?ZbQTM-(u(aBfYI|0@*lM;QCMc
z<%b`<yT<RFfAb+=1E-v2EUu<+;;T4HV^Em*^byPX(^ZO(zm;t-m)1H3)_@2Na%FQm
z3|hKfdvmX2bJce2{fy@iGw~G9<DjeZtf>$d)1!kO1~Gi9ScRj_Q2D;b@IaflP;%!5
z`tzJDOg;jLIPsOtqMS2ZDxyVl$yi^-oYR!ai+Pd91>;T(l~P6?_Xw?7R}F#|(x%>b
zZirKN&Hw$So=|CIcXSY2i=J{cu1egmd;U51!9*VgL{8y<IjrS>|K<In+cucB3s`mc
z9D`!AjgTc_)R8OVj~K-PtIU?-k<|U4o>wn}1}GPwHB>)ZZEaEwJ>zIFd?+UQ?I+R%
zx4nU2#=m9A0j~XBRD}@-a(cwg?-jSYhPUXSU-<NU>lB@a_eX?jC~TnF8oU0!$E^+b
zA~shL!jjJ9yCtNSwwKo@X8w-1VNC`(ePd=z=Z5UXlOe%?k&^3lQ(7N8W-Ev>5>W<r
zLWD7a<6|=&cks>1#E?anG|R79-jYQ~jbl>-lF}VYFRT6_6=V^-oRh=^2(0-eLi(+%
z28!HQ4LV_nz6?VB`Tj4alf9>}(}AK&eE;*<9bUyoF-V7VTs44PZWft5P@Qq|Q#NuM
zRhw~^QpPkXkQDk84uvAIq!*y4>t|occUgh59?*8VD)@Nc+{EYG3CnSgaGsHd<0Jj8
z*kGQ)0;RjUy0jSm#rV$0hTtO?k5?9g)pBL@awT#G2Ke#*g0M*GRXY6goXH+aM@2W{
z-rhwu=||(@PRfGzvOPw%HfimcgIY09yCVB4QHkMY)z5?*L2GA!fI@`=O$(C?pdd{s
zI9+YNzqYRR>EZ&Afac4I%cmjlJ3<)!a22o=n~oDLw^9&P8S&BqXXs2Jm!&Hz4Ae5#
ztH~p8;<9oy2AUqLhF$yXss`jaxdi6WmyB#JbMqSBhu*=CEuP-U+YRkRsyHBi?JoZO
z`H6duuYz?9qZWDkeSc~j;DEUy5}?OVB>g;wb@iF-#BS+lW;aJ5v<(t&<&f#(&s_aB
zfKqnQe$9Iy4{W~vgS0uT)QhH07a^ct9#}hjt{V7vZC=9^NDZwgPpX4n>nYzs*h(gt
zL!M4-%-MS&do}F422o<9rNal$&n^%mA94zHk(Z<zxF;KYEuGND2nKO<?PA--J4Fo*
zx}Zu@-1cNsj(pSzkfB$Cf@6abph%HrzhwQeY;b@sN6xdo#L0^}Cm;h`yTAQR{0|*G
zmxk0mX<||B4BkM}#|P~0Q?>q0kyLhE22O7?YZw8l6hhXDT7$CKC+=%FH}8V#H*-N_
zp1+a{WiJ>X(uvgH%)KL0G17bstV^42(2KDg$1?Z<+)T%<eevFOgN!dw<ZUK;`t%20
zORCYg8k#OWd>(>xdGT?32v?f%V9?{nySSx2AuacO`kV#@LJ@5F6pYz7e{9)5K?kLt
zww*=w<Xr)S=fO3#{loKQgy&RwNy!s$wY?_5jSDpKT7Q&#pxnAWWDDMmYi;=?B(K8E
zB$0jc(ED(6m$ZfaEL+=8swdY^@cEu-V7U<{-CTM%cI1uR^{AZ<M4j03*1qSF@4h|h
zb@XTI_uBPACBu_mQHGO#dfoMgyfs04zEHL=0<@*KKE;Y<32CRLt99SvOmM216xv(b
z^m7~*Z{@Q*1F03VUU`i1T9C-%_tVJIozKOAE)J-XkvvXP%Ln)YQ7u|@?szLQhl+e7
zJ6dL9ArC;~GQX*ByJGW;I~NIWXLn|iNn#CN>6MKemq9_}@ZsKv(0j*$?ZWXW`FdUO
zFL{DhCN#j{YyLOvav3mHSU_|NfduSKr<6)MzCBt$@CW5Td>CCv`T(~U!YX5LuP3+y
zrz$!47Z)J-Nk>$(0;b7(I8@NybL|nZ&6JRU8L*#rHfNj{LsnNmcr9~*0xs_jK0OcT
zZQRjlT&|zS*F4b&q|?vny>IZAs?GI`+j6gJ86<od$o4JB;|DJp!Ppu4RH-C_6;oK{
zHLOJNi9R!OMD>z^!&BfX_mJjQ_T8({Usu9b%MD05<)vKN){x7=U=2Sfzr0#>%NdkQ
z>p}1Z7c)2oXeDw)>%g3{fRDlY7!fv^Xpl6%!t|I`u?d|0C?Gv0D;d8Q0U%0EyRfx5
zC%ZM4w{;4fpP&`vZ=5J4sOZv<-*2l&N0o4t2KqZ4o>aVKR~y%x*7Ve$YEu5s*?yW+
z;6Gem#Zih^gS&&GhMO5?*~2AF0ji1vpzoWvQ<V^?W#PWCO@7EPTf^g#o+u#=8?c}4
z=7(r>O?np@At8g3$KUrGEf0*B>j}x}8%+bocOjrKfWhqyiQU!4&6q2NZ88xP!N=Tt
z9n#lr2MgjQ<S(5ncMDrB$?HhAGdYSco8$I#DCuTwrE}9!ER*!YD)Y4-<i1@VCzlKg
zx%0mslc1sfS`JzY<?I|}7`X3+Hi0qcSDO5Bw;sz1aLe&EueF}JxL5&-4TB0f%Brbr
zQ2;;wXyh!ZoTdswdYKIiE*+tr8$w6EnPorA&M@D#ROGsQD-=GiAA7j#3Al2X&HmT(
z@)Sfd<jpD%ifSgCJWC#jo(je2LI!e8pT`Q|!rp2D>N8FUpy+Ab$x#PA_z@90l&@fI
z;yITKNYhs<{8r6PIBH5sQo^$~aaQCINn~ON)OCYEgiZZ+Wlf}4l*nt?@A;lmY4KEt
z6&T+DK+})jU)Hv>?ZWG)+$z5ZTOzx`e=&eD_FX1wpqjj+{k9ez#ICU#yStb5N$uZW
zZt<3mzVSH&=MwUxY+_HmbR;0eP&yFd+7Quuw%CoZ`ks@kK=a8Hd0N_=LLxAMavq3W
z=RzdGbD3C!`m8OEQj^eQaPEoI0GH=6X*2}IWonc8p!u79yRG%B@DhNzepmvOiKR%s
z;Zl2a3`kmL^TH3#7PdY5{+})@1T4%F%@*{zir~eFJOspSe;6i=E~^SEk8bkPIbIef
zW3B~;+S-vT>091^meSJi&<D@MOv&5$$3%A$6)3}Wvt@rp;BaFBaHXA{&A`L+zs*@c
z<3N&h{smOORY^oD{Ahk8&LvJpLu$9a9V@I4s@LdoWcuXvNw}X2FOO^9#rEqWmnC{L
zU{3@0O>)PyivV%{%Cyyv%-b7sBYiDXW|BK$`koWvBwLuIGe7yJ#xffyJ$n}Y>nwAe
z$Y%?14nh*jO~#9{lL87w(OD&jaCj)_{cQt&pcTteb8@)Cp5tDCbvUTZ`=+&qQ0KQv
z1Pt8Qr@E|a8n>zyh@(YB!&Zk1@)5WE^^KbiaI{qdVJnp+>7B<6Xpdj#JA%<3itpY<
zn2wjYjZ307Rw9!(xnUS>+Ln55cOAv7azLARtAJt)7;jjef^-)GvrGYZk7n{+yXH9b
zF*GQU2t_$(Fp+Q8bLpw07;t)f9*Ds3acvyH+2tq++_%HHuWtHn;9#C(CC5cI!S{PS
zd?1&B!t~_(UaLAMlYG_^{i^7#HRkpkG3S&vzn1UrE#}i2*4bqh_WLNwhHZ1C(dI=&
zM0t%na<?3Rqr*?;*R+y?fk657IdE=7ISQ2dt=+ebIb-Xwj0&?|X?|k}4pT9g&1;bE
z`S-{oP*tOjUeK$M{OBoAw@>wBr5R-M@qKW45PJI)yWvv5L>HvXEfIQzotf<+3PE)(
z_Qd;)Oc1#XZ5Pkj;095Kuu20XCzM)nz@m<0M-%tu5A*YSCjJ<Q3d1_}42Qudm_|>s
zBZK>Nb+yPmtXL(*Ys@{iLRa&V!qsDK$sHT$X2=H}eSQ4)x&mP2^Ntl4l4}#O&<43<
zun$OS-b27}QA-~@-ltmD0N&V?(Q+y-oiw4p+zrr_{3a)9c?G6cN&q5$n%eCG#gGnU
zassOFL_K@4n&q8ri>pR8uB5jC4Rj8Uh?W*))M7Al7|``!X{cKzN+0>WG4;cRLhinz
zBdG;yMoyZPnw)hkVLqN6AFI|7sQ}AM`e+@?=7?5luyJxi&BVfUlaq%Nwr`4*>5JG+
zg_yDhqg`t{n2gFaaw;oRG|cxuS)&>21|p8@)9OnJF@AO{T1qOtrz~YkmLtzAmG=8>
zFBSm3Lt3L)x3Z<>o1mSxEFImSt974pAJl7~8%}h;ZqweQKUCr_PFxyLVjR;aOiLds
zWOc83@DLfEGcBKc<+Zuf;CC3Ufoe5L0#S7VU+c3n`>Oqnw@Wj@oqkp5b;xB7axYC{
z^<%Z(2D6_D7jG(Mw+?KSRxvO5V?LW(+u?^&PDY*4oUS*P*d8I!i*8K1gofv-%5UiD
zvVUJ3@L!A(pP)`jY2Thst(g3!hTS#Fuw7{J3$Y5=xhH!iO<Q^Y#pB=jns+4WZri;r
z8qdXCocLKyWBPH<Q{{IybpyxKg|rsV=)zIiVrrg=@~1CfiQ}!kd(L<cO`@;9P;RpB
z$4Cuv{oddBDtU@QiGUU?Fc|~qRNAF)QP<e3S^IoNm=0_{9BuC&Pk!9~O=q+?t#Rf?
z)Hx@%N+}g<Axlozj_WcWwN@Xm3x@NA?@>Xn7O`>HasBdoL-2tp&HDl$5wez)>>zL5
z>h^9Mzy6sOmxI_Z&V5rz3sThJ&$+AK6QDcVBUzQCY|}wdpyThCWnTQdC@y&6PUOEz
z>XE<U-ZDEwAas-z&Kuty=M(13LAjZAT=I8<@4GSGEemYmRG53$*4xawx!KTitN%Oh
z=X}xnjZ@#`c6+hbH}<``7=ji~->V>=iD2IUzH8cTd2QVFgK?hDkxI)vrylh~N3<QI
zbdJb*qTE#}ija+P74hGeATs?>>Df)(ZEH3?1@WQr6X1@ZZNaEHh|t;nMGc!PTuXhU
zJ6YZxn&CF<l})EU{_gkg^(UsWMM&3e!%J(@n)}(`6)i@SsNkF5pH})^8_+7x(SC@v
zZ`eY{P$*qV3UVkxOQ?(7$=aT_4AS~Ybf-8ce{1ZDh-1_^^V6r+Cm|CrQXf%1DCo4-
zXZq{zx=zfD(rAdBsEo%hZsBS6%N<Uy$&FfR$k+4I1*ai$YKs8MfNswp)ff)jnXWiD
z5zFf}c`k7{g>|{mWMuT~IE=p7OekLS?>dB!kZ$}S(ahdmeRI6+Cbcu_q=Qg6vgX-t
zd9OwNup&j<u4tUl%UHD8;1cwC1T)O>v!3R(x~1@v7*b7qy50$9#HVVCP(6YpbYt0*
zQnvpOYwsNv)$*(hFHk^50Tl%$x+P}`l7pgT$w5E{$pSJ+7;;iX5F{tbIVZ_EC`mGs
zVSte&FeC{>9{76Pd!O?=-#z!gJI|vsxK^)T-PP6ARd2n;;w{{4#-Hm7TYDraSgKgm
zymOwEeMS<&s(^jYoHd(Sk<UK8uhCdh4vQKJtw1Ix2nAtmiDQW%W;;vS#H#CUp5)wX
zhpSYvQ-s2po}{tun|#nu_B2wy&m~_T^#C^rtki5HrfZq;(NbHVm+zqxtSXYQJ*0WY
zWYa6k{=&d!xLd*DJCR~FZc^pttkKidfjE0lL3sBgqt`IeMx!V?jp?h;uFE8?E}b}Q
zRJ%XBvB<5{T?eaW<$g4lA+O!fdv~P4o?3&u^^<TkpCDG89-clOdQGqN%vM5jqcD=b
zm>Js<cV3+$K>`VVG!Zp+F49;R`96UCOuyAxYvZd>OM5`Y2etg>@rALOmE5Ws-l^^2
zJ21=(_MJIyuhQp`IaP^j4xN5lpp{ej;v|%~;CZ9tiyqg0^7_k00yEaamw3$!5@e4`
z+n<tk3gs?MzwYdDwnn6>TVah5g+(EriQQ5oerlwCrO7Cpx+1=B`T8sca_PBIYxDz1
zo|3c%uA7Tz4TTho7*^0f1?=2D(UpkTC5U%*B;Bac*j4y)y+KE4YKb)-{j=_4Q*ERB
zW@W})<4ujzBTmO~B?fuuX1eNF<810jJ<o{S?Ov=DjB0XhG8>|A#p_L$Ms!##=-96;
z-SH7jte#7?Aqcw-yQ!;2=0roYx1ZrSKn|tn7j|*v*_b8n1+f*#zE2YJ6qG+p_Mt9W
zRuVR5dDxf;xWBEYVM=jLKgj*cZdPtx?4Opf0}cPy*xd1cU|pTW5@i9+Ui1VsTONK@
zx1{u3<V~MG6-KXok!1})I}<}p(TLAqa~*#ZFR)a;eY0B|$hm+JbNSq9_q%w+9u{J#
z9bI1jynER$l3GP$d3^JP2Wt%`)c2c-!TN-Tb2QVZt$_`V4@Q!~&xIBh;d*BhL+Uw@
z{8v}~I{IP^L|=T$P?oOE9CJUJe*b#q)-@=dg%@nD+d@Ud&+D}Xk5AWo@=N<s$ukyg
z4@ur=ejo{~r{|iOfw!VR->zS!&=mf3vw8XL%z-tcSa^HqEcWz#d29INxc$$)J4sC`
znK2a2%Y{gh;U4F83zQ$S=UhzLtUGV|Fi&6MV=bAWL{e>$|7q2lQ7>`6P4Bt)oLAz0
z_{cHwCA~rH^JdS4)cvhkRFz0!UB^}>?FOrlJ-dbIjVx;#c383Z`q*ySi@^s(mCrzt
zNu`GgeQvs6t<69!JCA7zLsmgMYwH}#vBD!f8Q<JD`dsFH@g-AJmW*3H1Hw0}9r}uR
zBz5wTv=Sa+XtYc%OyXl_XK-fBvy%CJ#mADEJDpSFkti*L8J25w65qc!UAIYW{>^5E
z@lwU;Z{!VY3U+zYk+$fhYtlhZ4Y1A&Qi)Lrp!rvCR#Qz&J&3aWTc@WsJf<=qTvL51
zN82pu;mg9ubYPHg-1@uyT4;AH9mckXW!Og?O~*ihomjb?5t>-xCFrw~O2cYEy|yCM
zaTT(=p~uV48SSVikweGSoFGIOE7S>R&fU(4Wcf4@J+j57a2PWDaREk+x*qY)>-FB}
z6+Sx-=<unidYzD0$e$KKYRBJw0e=S+4kq`qRezIpP4c>Cgqg5~AAx`dl?1aDH<5Dr
zm+r@NRV>8YKdZzht`SMigo!D4^5*VDfMDZ87Vh8Oij!aTVnnX`P{F|#X~Vcd2W86U
zVMmO2EkyyH;zv32NdYJ2;CN(E@u?;J>{|IdHsbbQYPaXVD!RUL-=s)TaSeEwV{%8+
zwJSxNgRq-;`uEQ4g#xp@R;Xq!yV!16d*}>L$}MV2h4W!b6{uMEhr9a{C56r<1+r$x
zEDn5@>?o%Kp75uDY;2Wm@g_)NstK<%)gHXYa?RdDm_}5xGrBB{`VqBax3t@H8f!G^
z#dgKoRPPHdC8_<+Q<9KeDE&zuLk9%G8Nl9B($Juh_eQwB)a|;87b;0wS1$H+AxW~&
zN@D3Atl?_Vb@Favr7rHR5hF;!NGC-o4dAL>o+1HmKepRco0U7bf=b4>Lm)Y^`*ErL
zV_i9>>aAz#Vr?2m#zSmst9~d$0(IEScf+bLqvRpDZsYwRYgWj|5H{<e4BA+Y0Uf6d
zrshuj#9W=k$jw6hUDh=qJC~NIn>hUg@8uSSK?EM+8mP4~MFPp?j5PAGv+&1!Pvc-9
z+UkBs5k<jp-Ry>xu<AHSXFC@+&@z-P?rYwN$=ZN?92E_Cd)iLa$et;iy|u>&-t5{w
zg6l&*4{^mg)HF35;0fpU!=RQ(1da`I*40=ryLh;)y~?Dr@f+rqV_!N4eM;<(YPZvR
z73dOefwTE!AA2I5<9yK0J9RaGJQkvAtc4_!eVPgMkKw|&GGJmcEt`Bj)^mmb#<q5M
zN%{Y}?(WI@=2HH<*pm0}&CKubkz#c1M@NH)e$N4L*xO6#Nsp%q{<Yht54J%?CZ~&b
zKQSV-&^!YIN5}uqhhE}eesJ&$`m+D~mwY86)%@dQyZk(1XJ3i|(Z<iixENknUv)gJ
zh6YBW2a6(D%n(bZ?7o!#Y3Fh(b*}XgE3hAF@O>zW>o!=Xi)ZR8fLr4^bNLR{pmA{g
zuwymSZg-2ie&ZhX|9Pu5_Sk&*9u$z5iVOiEi~Z%jEo$8SNqo2iQq>?R>V1O$_K!4^
zN>JqGClx~~ki_<fakrv7`dLW|I*YH1b>r`-(W+iGyQn5}bWxRLL}0b5IIYX^5@gI$
zSk=1r5Ue!%Mq}~bm$gfRfoe5}zQX@UC(<+O>W07_Kd;yjLG*xABy=6dCBG0a@jtGl
zf915rR~oNkpaH|VK)~g9ahEe!wO*BxFMhCOXRdlXEOf`mnB{%|Z#Og4+;H{jQ-cf8
z??A9Jhdu&mkJ=pzTClqR<02pR+C14@>)vin(~*%8V-RZl{T^KX52wB=FPy)lHO8|J
zJ*@Hv*9EL(hU;6sWp0HNa3zBrvml#JD|f#&yKVE^W_U*|q%0qJ-?3zP;IsIrqT{Fc
zj4{^`!L9)FJnT>BnO9W32?r6$2e&klbGJdyr6O=e7}w1FSOjjU0m@$T1$HxzIiT+2
z1+2Y%eq3Y@L?N1l+Lk*Cb$7M&ML8E=DNy)tiFR)<U8R$dLm)C<aMSq@MBT)gkYNrB
z+iVJtS;j5YB+t}BON!x9A4qW&WKUG1dWtTqNycW-rd)nBYO5l)Z3xgOcWFe851@4X
zAzu;JV}!%V0z1*)r=WkZ)KUt2Tg@MDbG@(vBLYBqkwBOVX|+PGcwJNfU&OD#7Dej@
z%2)ySE}1ltJt)#RsW&41<g>Hpf<jrY*RonL`)c}eqpUzNe;~Rv!0H7{Np6g9ZU;e2
zN^bHn_+M5wHr}1XD&UEf(Og>r{{dZ6j$Vbj`!-|m9yN26y2+Q$h&@S3i3PktinVeN
zyP@eXY|K&DpAanF^r34<ljPaZ%sIp6JkSi~R#qapz~2r2`Ak9}rSwA^g1R}ix;W}(
z(}=l$;zDlzE9Lb<&S*JdPT5*HrvKR%9366M=><Y=u_9fCGtMZzl7^kM57&^hz?Wwn
zP=yb@e7x>|$1zBTM4N>o6^xD#|IRQ``al%5FCpd!F}D|vnmW}6xEo{QO=C0`R-9?)
zL+$Z!52>G%z4M4%RRZr&ZPU$1gjJ7lb3)&?xe=6kf(8j~2%r}Ee2{9?x=Il!_Vv2A
zQ)^ePZm4}YJPMCo`p%;$H3_^Ymk|-J(b2c^3-eWh$0@&n9WY1Go7+nh-d1+#>8me!
z#STG!08E{hrj-1RBu2}>fU=u_<-+Q(Uz8d$FRy^XlJ`QBp)*$|fI|T@uSmCYzQ1XK
zlgfo(*hTm_rjB#!3M9uJp=+3trc|sRLbHVb-;aOq_eA@2L-4hGU(NX~;9~3!q%+2Y
zP8Iq@0l4`$+W~`xC${F{Ibpib&gB+zI1^JVaI>U4&+7goMz@lCkMDBFDKQC#mWZak
z@Zk-E!#~ugerh2H%k`#$yr~-V(}61F{z&@M9>Bk#0`P-A44^+g;-EhZ4}O`Jxmm<e
zL=meJ{;O|(Mvsb`J0SdKG*SfwmPLwVrIX0T{b`Ol#g8Y}j*kXD01j8FPeP+dUdu~^
zKoHh5x#G;mSGIdX7wsKRaTC~bt-wV2&Ld6Sw9I8~vS`~z@urA$ecJNK35C;0;*Pq;
z-))nW_3@zJAgBuRlt6aL<2WT5)bZFaH{iX*;UqyBj(-waq!e&&%gyHVTf;`UOGExq
z^kM3rRV(??>{P(h-i2e5hkX9cVa}WY(3|W$4MV`64}Smh-%~Ve6$pHcIsp93*jVA8
z5~h&iKfrOh+E!AOuJ_RzV4=f3g(Dmw<H3i134j17#P|GlKxhqoe~#;wPv-tD&TMJ$
zl_xtt|1s)l|F+v|7U>@reCRb`+<#$>Y65lomVlQ^iXXB5+(zVLlv;fMQJ|8x3Q4^R
z!u?GC#OAn(jkkgOuhravh#(VU%E#xzj!U^HWeH2}XGd7#v@IeZqdROHnF_-QF`vCI
z({f!E=XIFJ_65(KuD~zz4}O(OHWvdx(qny_$v#Jxv`OQj;wguLBF~cZ?M`;}UG_#%
zW{CnmWn`x#rP*B83!K*vRF6<qRJ8uCcJIpmgo!m~b$ArBV+W_J<92=In=HPN&^(S<
zFCujog3;NCetW68t!8y%jE{+{%+9_&Be1$9V!ci_oOY<LtD8o5_J&zYYulakHB0}7
zCiS%IfrE%iFG%hWf4)?R+N?crwJCo_dTplKd*uXwp5gL_9Dp=1VK-Bz+<!luGF$Eg
z{1Id>jUhxnLfeVG3i;N>o{wc|k8G|@msYQ;lHpb6C~M4Qs)5;1Wx7^PqBE@M{fe(>
zCT%&dHDK-P(~F-Se(92~jK|WYCyR@M;tEoqMnd9>>*{3zKot+?Cc9(NKhh>Do16YF
zN6;tp)$7+kCdz3C12UXP&rqnZIFdz|jsflFG2q#Y4+e_u0;Fm_867mbS0am4?lm2O
zzbcCJfm%sK9W4M3#T!>mfhQBpwk(~19N(t*BoI0LA#gLFmxx9uEiOh&X2?+9RON<o
z`;dv}LvEGmTrx5=Vy-vZVwAtqHz*>PV<dfI-9PPzlQ2rh7Q734(+)u+gM*qLMo>7e
zAH)5h(|+7{9zQs^4^ZL(++~7>)|Qrl24VyEbe5dg1@XU>W?$N4yiBfMyzoT&WM2!1
zcZuQDHvtOA=aEIS@RRCiE}(1&q%a8D(@;q$zNtc4Xe14y<$&Fh@m?IJ@>pwaq{;J7
zjX1NB(~e;)gR<Pd3Z*`#{Mn65(%12Rw5a-m9HxzmI9!<J9RVm%iQnRnSxeAzNAoAC
z*H`b;lqKPa+ga{(6_yAHRz~#V`$So~S<Mp;=ldtJXl-Y54F#tW;z1FP+fRwm$5a*t
zSy`iCxWryPAJ5e2P#V9Jvz6i5R9%E?<<dpaik7CS5=dxZ$yo1hw>loruwgdmwGylt
zQ<9Q;&oe>~Hg;U(X+dTSu#bMmDOWCBNTJt~kAMG@XT<>wi36qk0OHAGT-X3tJkM-I
zXbYB?wV~KoKuDtTbnDC<AOEipe|p95h&nqy-PO7(c&SZFS~^l$-19>}wdfP~YfNC&
z<!%GbXpMRcDg@CBloeUU^SSzVjh+NQAiGNT?5e;e=zHy=@dv7l>BVVj^2{kB&m>P)
zo9>>@0CF9WpY#SN0bT~>f4VUAzm0AyZgdl;-}nlmcss$MaNxoRH?4Ef)8)-2;s+Ce
z;|Emid1pE{4*2Dvp^VkMk5ozpwD#$mqs6CRq3a!g?oT_}*8y(|imtu|dTdd*+`Lg)
z#4MgmYzxB0-2U{1-}FsWj5}{Z_FAn?_IL@UMZNM|*-;M#QW@Sf>X_r1-tdl%)UQX4
z7IG+Krzlu846RD~+?BgsN;P^o5sXsGk2`L5W*rMHeqHWz*5KjSGs$TvSvO=)Rg0P7
zB7JW&F?g0w!)H**ys>227{9rkcNRny#Qm!L^|OQBsZ$$4lvN!Pi_bzTxSTaCtl~+=
zxtvnntSq|VWz&q!Mi1u{fKb$kK8PbI3)_6)5;=!Fmqk6B;*<>mg7*m+M{O-FqXg48
z3QR8Y+KbF}fmo_v1X{FL#+|1~m+&qbE;P7j#bj6AEZ0R|jL`b4i>r3gT)6(d&RLn$
zIbk=ackWl980z(Me*f|xH`{>cE@syr3HrQxqd_N>v^zrdLjx$WwG#2i&4)|U`3YhQ
z8&kRm*3kPBVCdi^0sz~jJl$hC|LKq>&W@7{{j&leR=MBM2)NHJeJ$pg{iS8A;URti
zGu(<vCzLh`vCr+l8qq_`*~H_cIx=1|%$oCToRNa2;?ZA0O_UIQo}9U7Q5NHx<xy%%
z{2Xhdi-W^y1GP!_1+tJ|g2~!z5l?Nh&8!|?HZ#=z$X@c1Bf>D?-9KuhI0j?Cd;dEX
z<1{}}dgq9+yr(KHK;PuO72O}JSmg!;sd7nRJ9OO18{R8W^iDN!nr-M4J2nP8zRBmW
zC0Zwxv|oEpqOQc2yUX4H=Q!wz;jqR{!Oz;_i)|0Lx+B*8@vmyY<yxnk-{$`28+l2#
z<KNiTEF3}QR`^E5XR+MPpBVF2m^n%4ImL^^fa5(^*%Ok<eh@fiD}4SV6$iCUU?&|7
zx!`u^<J&q4=;f6z4teYGhxz&4C(>3hRE}vie9k?huqt@P;Uu}jcuk$w=Z&e3S8=xY
zt*ic#UAZ%ZdI(B8gM^FPUdCOd%_^EpB^rmbh2M^(gqJ?tEflvbDcj&X|0Oq9;<@q5
z&V)cN=9DU1+j}{CNtG@NC7?r>&DWopw>cwfxom3#^B{nlK#dH&B>SnW2A-p7cfUv<
z-O$xmF;F|ehm>A^ek9-5#}tqbDt`XW3s8g}s%^|ce3Ro^jG#PHLDSQ+kV@?d^e6mP
z$zK_#E%4?uo7+L`o>n@`fnn5QgkBcYgpaz*9jn2p>0t7Lgc)d_-5KUy`#`}{RRY+P
zAO#}Ban$xK|7j4&qbHIp#32`>hRs*vQPk#Q;aabC(J(+8A!jb1Z&;~3I%*Cl+ks~;
z_AsVf)g>c;p`3ca@Q|76kMdjW5JnapP~AK%e&;f9YpeV5$Reo#C1XPho)ig~4;oSJ
zwUEoQYty@QV`XLqz<Ooq2Z&AnU!P78GXnnB{u_dvNUxcZf{{kZ$NsN4#=NXrEpU^&
zo<Fl$*g&4xVsddeHa3AU)gvC|qF1DNyD}~&Z&Gu#p5~rqtFvji68^&|Dl4AXrx6rV
z%0`|o&xTh3lU@*<O7cas*a@lCt5<AI_>fMMf@$9%W}LS83~8fYg;hrZ+)045xx8MZ
zd83F^VHI_M-==|#a?fpK$msr+@%xiTFx926oIvoCvvZi>JVkEbFRN>b%2PGnXO|2&
z6KF`8sV{n`TGM!njeO}V-}+%+2gKZ(Pzg)>*>a`M^Ak3qvEdiC!@bW$l6JMXdfBRg
z<06-|+ajn>aLkW_HdUijX?*5p=-<2N#kQ%4tOCcWJA4A0$M-8Ys>Bs%laWo&i_bX5
z=rT3|NJ<}9#rqkN(G)HaowLj_IN3Zs;K&jX0OG=V@F5mpd|r}rT3Xh_lsDO+Vxzlq
zdxFogzdUuJY2n>MqP?{qQni6(Trw2Bu~ny%&ddzR_j!BC1=zC)ET&vwyZAbKeS2mE
zYAOTZtRxAiY&h+~ear^36{ql@;J02?umam7m%)nZ1*scA?uH(QGv-<S<hh~iL%MX=
ziVT<+qTbdH297`8-gTI|S_EsH1#55Jqp1d#6PlE#4?lhY;*ZcySZ~D0mnwNJEstAJ
zn9!uQKwn(L*F`k8gYpt#K=Xf?AWx>1F9;52#nKiIE2pGs6^sEn4G0FMW%EiUJ*BG8
z_L-;L)<E4Cu&t?o|0##VgvuEFF_g%@{HLzc!oX!I11|+s?{5@T*gYcxc|3rd8}bQ2
z+DX|OIIWU8POTn*C@&$1`-dNN<**}u>6Y`K{mQ5q)&7H<m0ARSuCT(mX=&|hK~h8f
z;sSQQmZQ?jVfilignv><UjuQVyF96}#Wkn?BAANR<HLnppkIHjEvRU(^a88SrkXZO
z!m|!nn8-&ipO;38yn?^_RR&j*Sdqps=EW%3{Dj4G-ZTx1wMm~nh?=66&2jbHWu=lj
zEMu3{8E&Sv5q%J;R-ab+_I0zDqgg_;b#~Q6{{b&)Kphyc0;gWb(c}spd1T(IS2DV}
z2J}uC_6si{<kUgS%Dw40NvFmW9pW<Sb@EKW==6uk+H(0`L627|&WKtK^N~AR$>7G6
z8%ksXqCP$S*G+a^NcPI&%6tpr@vLG3Py&xv(NH{Y)Sd5u=EJwlr)PWL7G*YVb6f+6
z3QS@We(?`j8FUkpHFdaZWX5Da9M1pSqG7bH_j1fKd&eeN^ri{vDn$+S!bG`+g&~rq
zAv_{M+ohcG0N`t(A4ajS^3UgGP`g)hZXuZwviulyWw@81Yg9+FutsI2yEW<_5};KA
z-h&9Yx}@aEy_pAduWZKZvllm_^~Uu^%bj}E#_^%<;8F|&u=nx}>bvKO1D{+dRAcf9
z=&H)M>|eabq_ZX1A;lxLgEQCIryJf!av4k&z;{^0_Xa(1&~pG@qCEIYWVo_yA(<&^
zOUe|k#TKCo`Q+Y@W3;r9&Hx79mX&T!rXRq!N^}#d!uo8*ipCg&rj&X{Ugx7{LRfmv
zl9DUtSveTKeo4dP&}D{eQ!^}fb*|rnZ$Tq8U8)8KdHS}(3dFa$eqaQ9wI3z`XxYm)
z_btwG?*1d+&AJ6j%%+({IO9=?N}e?yv;>^u5dff}uBG+GRXm5e#-)z^&iaQ0$8uV;
z3zu~M-5W3F<r~l=OX8-~_mXslm0K_Iw$abC1*8!s31N9Z8(zEcMSA8sDLB5y!tB4`
z!V5SHw@8pKi_2gdTSG4Q4#(5x!0qzf872G}U=bJxZI(aW<Vd{DfYyV2SQ*M01Rhr9
znrD!_wFxzS%DXfhY<A!*QNN%x34Mz-II4|5!@NR%jQccot?1foy7t+)CH}rXF?tev
z>1$)j6|rlG>FJ+82`>YecTzbR1%8i1dYk6fY>~Ol6Gv>N?5lblpymcyoio4{>~ecN
ziQE*adM$bBN*PHePWC`@dxUlgjBX-Qmw`Q^$g91^_N*M7W_SwhX36ui^7<<B-?nQ0
zsQ1=gpbz)UWH-xwBsxux7m<;;%z=>gz?n#(W@;xo5ICO!wCNdG<Y{_e-hAY00BE_B
z{x>&tjWTf0k>OQT2PZ%g#1-=u)=VmS)|M~-^Ektxf2QgSU;NMj78xwT`+{6@Y6|{$
zY)akzH~?iTbl(zI9>98r7uS1L>FK+M-i}z_AW(Gt!59hvfq-9t9Ow|uW~-#BYEtvI
zr#Vju<wIQ9snx&m*lBTuKLuks{vXzOHaP19ly%PUErRr|d#qq6>(tKMgKf@wp0U5^
zu=Ip}Q0$fL=7|oafdgN2Em{?4vWjdTvVwDi8_4o~>$<klUUxVoE8sd`ik@wZTz%v5
z=Pf%#!E_2%62|lzv(zpE=Zdy6+|B4)k4;%n8Qx)}%?oycVvTG?XL)s;cs<Ylv*~?N
zL5(Tds9{&SuVpWpe14RP6L2k2^SYb^b77;yyY#c`AiltuUYNanW-B<b;gu&EG1n=1
zT;+sBC}P(sNYRToiPnDl5`okLmM$t=uWUnu?HcqZZ63hCeQ1&dawZjF2AuQglsU=O
z#k{&@=M3E5lqZgeM>7TEoFqhRbWM6|bhUa`dL;mMmxJD-EkX?UTb?u(D#;kYPi-er
zu>_f2aTemKhK633q<=xII-rB#8K4F^!xMlpE3VzY3=U<hfj!=o6QL?^?QxzQ1jrl7
z2WRs9>_2!KC_wzfov4wKwvq)rdSyLHY{{79A$y)>BSYTO#&X5xfuwc9_XtgaH<TYa
z=uKfC?p}mig7fpQV9{lCE2+LtBe@INufD!x1UN9UqXFv_bbbLK6bBV&L1CLI=bt(N
z(#+gfa@Ia-e=A{&Md0Ck>T6+eU^$Ef*cQ%xBbN%!P2&d6)ER5=&qd%UnKL#vLdxMw
zd3ew)3D{F5(z<T`SA%0E)(>d_J3^4tW=Dc;qG!D}_BDIa`7q)h(Zx)i|9SM5!pE#n
zK5Yi4hy-|9xC{W50vg2;M>(G&9YgH%@fYWU$sqrP9@MFC19jiX1SdbZ9rP5RJzk@$
zdGc&`^BOlj{SqZ^i?5n%C9?c>I9K<puG#Y2#=!5W+kaUA2tQ)uS~;d3fa<dp-Ep|i
zFrj~%5?yPQ#2Y&OHT`n|qW_3H-!7G|W>c*?N6O|om)s4e1S^GWk(Kiat`I@)8a%Pc
zohej(xt{@KPF=bX%CK4x+k+3y->>&7T1MnM3A4PHgXC=d@2*dlm*bA-mz_t{eEChk
zJJl_gb&dce*>OAfhddL1t6`&iSs+`{69;<TETSq3p<x9l`1gJsAYa<+ZX;tkTQ#;g
z|KLzf?kg0AdpA{B0=zDq3BU*e6K%9iaB_N13Jhd{We(ypW{~idoUWU)xHKJlQ=k(o
zD|p5pLTw*ooz1oOrj(QVU7zItBIuR+jBD!Ux3d${!HPWQ6+a5p_~&7Z6;SL02tVug
zz%puh!?|}jvp$3orxosi64se$r)ZqB&Ls?S)L#f39cah1l<2%khQ$B~w_CMDh0x?9
ze)tht{YW<xIY0HU9ETxSDjuK~qVX^Fq0UR?a0t#wu$)LXYAXpLDdEgI3qi2|;C!~6
zhD|b|=S$Zrt9IUN;{ZgfUx}8jS0l7Q%KUke^X#18Hz|f%7Yprd17?KC@^$bs#aHq0
z!kX?{z3KMkUfJWbuv+TInMN$WA3iXN9}aqO0(7Of%OT2b+2DA9C&#ckIo=I*dCFrq
z7_k?CS{(>&25?6PITMp0hSkaC*-?X=DZ{1!a0o?d0UI{^p)cS3g!|s1VH0{99HG(8
zwlDHwjSqRLZz<`49D;pnG3DUkzKBed&>4f9ThvBEY>?mB3*jf6#Aonksi#>Y*!g=}
z8*a~!-r=in&aw`y)lnsDnrM{A-_^&AcMc2!qmhs1woe$RUWJnTrswcDcKK5XO=$ts
z?4$ELzXS@chuS_4thQ4~4iZpMr`m3n`7z{G3KRf@;M@wCAnEz4q{#MS-Z8eZb2ZH$
zHk$eI{%DAr7jXU*XiCN*`X^8F0D3ec^ATzl>_Q+fJm(m*c26EXYJK0p@hjek`}i-j
zCPd3cKAmxX<Vfu$B%PH}*9H{iYKVGG=Lc^!S8;dPM6O9X|9HAQ>@CCZxUO1cc<S*P
zcVNNc>m<+HeQ|1>X3rOi*n7~-M?-7;>lnNvfQQGv*#BI7)@OuU9X#}-&UbO3M#S2b
ze3D4z@I>hea5G)ETMVzy{VNi1sv3+`+meEr`w~`UXe?SXbCy#u^H!46gdbwCY$0iM
zY+v%vb+0a&jjdFRB>^2*<&veX4Ps+kk-Q&|+tTa=PvtBUn?k+zcZo1(?md`k6l!#G
zS<F;~zpV{r-kcRGse4cUc)i?>#%u9O>vcRROgT^495~DP-{ka-<Y`pmoRffD`Y&Y>
zJMKzr9e^1;L;_&;%lq|iwM%>X2BaGP3!SmTcOl{XA+uVNhhL=tn(#ZBvQ%KA<F}WU
z1;s<5q0{Y-EIvhe7u+l-0o!ncX*93~N_5MAt)Z<`cxY}L|14vt)zHu=Keic`)`4wH
zV|QyEaOEha*ld3H7q$oKtfmLiswpapz_Ku_7VMb)ckOqpwg5i-vX+^d%s9;beNGzr
z`A)1L;v8G@o>I#Z=S_7S#Jez>CVdS1HC19rYT$K5I>UK-v^>P^&01OUo{C)cr4}Zm
z+x#w4so?cSu`;K0R2T1}Y`&JZf*^_mv$<ilU4e1$zL(I4p6i5-laf;B?r#XwEworm
zhVK$;(;n?wi@Z9g8BOy%J|6fYXxs)r{z^(1PqIL@Z1_6>=8nCITVyF74UetI9$Nhj
zX{>DBZ&dRC5TI9{t>*21%(?L}H?(RxJ%RU*S7GGBvcydY%9@~$1K4+u(J^JdTcnRQ
zbp#b!{YmW`J#04k`{D&8+XBe6FqnmDP9e`aek;wIuh8u=lAc`G-71O*D)EW@UN>pH
zdwSW=B4t7xD_O9#KiOf&9}@+^$>vWyJl(nR_cQUB@Fy_Z-+gPIOc10Hjy3}Ne0yXr
ztB|ev6pf1R$?R7N0~!+Yk;O?UWbFHZ9)e0WO7+mEE^9iHU9SXaaPfWc@!{D9&_Vhp
zIj}$e`Fxc9w?HuX8vgV@zufvRT8{pME1af(xa4{Q-?yn$!o{7umj|5VEfnS~zPD5Q
zO$6HAEI=(736{L68?93=ecwpx62|Gm?!aWiM8Z7zn#WGqhB?>MWy!fYtB~2IrZ{CI
z?y&!x#D_<=l7VI<Z+=z{+;Nl~ur?gBZpdQklu+8S@9o((SaxvlZLQn<j?z(0kzBWl
zC(BvO=J|YfHq4a2#A&tEQe3=!Gbh1Kr>r@|IX{wkS$_lBXRo{_yIKPn;1F*a%G0M0
z^$;@aBBHo(Rew3st5(uGQA8|@fhvfGG{+SdVl-zDH`%Qxb$N;46Tc!jkwGS18@1~Y
zbKID{S`#Hbaapg$U;Ty($ZM%Rg6+>$z$mXA#8or}AO~*lAN)M{Ok_a2QDcxZvEM2O
zi&HjboJ*vCKufB2M)It4X>TU#MuLX^+7c0w7rKyz&K80q*nYHLokDP}ym_J+6)GEL
z;;ZPV;)EB#)US1s;X4(^%U09Qm)-UBRESt=Cwk4Fc!CVW1=5&r%JKG~En}v=wR`mX
zda$4x@#w?A_Ukg8Ox|=y5A@rYvrMcji;Phk<hnGn1p}J>hchIistOhpeG-Auc7n??
zrDj2WK?K}_6-hCD=7Jt<4AmZR*j$+tlI6u190jY=c%AgvFC}BdQ`eKJpgG9XsU9mV
z9=w2Y=d5ZpUIPzUDz8aejz(c`am6lRM62U%t8FB=r)X~G@GczGbClDgcfTCV8Fd&}
zUn{V23m#vq!ftk2Q+u5dz*F|@Pih^`orYBcY)))jHy)5Kxc@E-{!${k1G2D4>_z;O
zvTJ8@Vz*Eml@TbBp%4Ql*g%2txCPwgO*u_<XCLdnu^nM$Xhn}Fx1aR*5vQ%+`D7n=
zVzOlO^M>{@;+=*Hy@5QXDVuT2+Em#A)~aM=9oXl8F*l{IDfin!QqvcCdtWwvBat#9
z8nC=XmV?7eQnWoag?}fl-?)8-?6F|$*xX(2G!bNwj}r0>F-B>HXms*>-)S~$8Q?DW
zoseZk1t*v(vU;1DAa=!pm24)*TVS>^TN@=Q>D}yP_nh$?Z`}FJ8|S-cgMCix#;hG1
z`|l=nO0l9F1J<Wbr~-Xhs3PTV1Cud!eZZ2+YhUX%Dyz*Jp%jR<afZvN4q{x%JQ;E*
zeLuBdliWU5<Je66a!llP(ayIIEgCFM_ux`{w{{pxTDX{V=azo|s>pYE?P)Xis?7@K
z1=l_{wj9RhRP;+AX8PgGCTh*8fm)Com0-Y;wSK?vN~n=C>r!72VD>$4v1&XOQrb62
z9NSetJDp`_S%Rs~IR$!Jz;4JHjU**5Kt4iO#NxERE1IlS&Q;V2?PWY?E_e}KHzV=x
zIB{wI;6wPZpVk>~ZSxE@d$ZtaqA_RI@Ur74Y~ix`j2vqN9_`*uN;rIzqMsCP?wW_}
znmHu3mvri>o6*TT3B}KGnen>K-Q%~dsmA(|qZ!FPzMt5gOTNB*^)srjdU{RRrqwzj
z%6p+>^W19zQ)VMrdK;|R535vya7pLFspGJxOZ6;Sp{v;``k%(lu>ITz2L@ItBHuC7
zV{uDUAt^S`qf1i{!kJ*mtC0s}4aF2P;$&G8p-2;okw*IJlO6YzPSZv}vLpYNxm;nD
zC*kEW6JelY&-S+a?zj9_8sPqYd9e{opRy8weq*5)$gWTt)xBE&WYr-)kTC#zo9Q$$
zIn^;fMfK4*Dr>LnubG&O3~<jDe(K1YOJ(ct)d&}y#DB@$kc_-lqGI&~K_?$=NYcvU
zt1Q{z<IWWM$|y~R2x`%J?8?i|70M<n{4lD&hueJjd<!u{-yJqO3{y_*FCB?prT1qI
znh$m?Fq%>doOfP~O-N&P@J=vA=VkFEUo1a?M`{*}U0Ta_3PDwIeiVE(KSrd~`ru<w
zO;l3Ni%{3_wgJuW8x}kI%r3g2Zk>9YqL)STmJV1=Gi3)eKxC0j_SPd?9<HS6Oc>Pu
zQR_w*JnppFR{~yZ1hYS1%DxrUM=FS9ue#ct?Z|qbB>spespX402UGo#k!K8xm#kOx
zNxj33_N~z^jo0nJmim#Dmrf|QA6?6MftDzorBM?)HBhy2P(?cJ)@F<l?H$)@%v4d`
zcAUIikdn~G8v#0}G_gT2PM%eIm#u<Yi8`o;=G;E<=F;sEaeVFrK*Ji4UPi)4+4h@E
znWjTMxvk3vX?4=>g=d1e@XgAATgmZLtNFo<kmoY2TVu|H8P?HDVo&EJtwFBrEV6Hu
zV$!iBnP(LJ$=)r$H4sI$(EdT%;Y9P(u+u36@`}GY$8=SK=PmsK6%M}>VtX3yQ;8z-
z4(Da^pjdmg*8sBk*4S)vqv^D5%~9E3eD77j^vJT`u7YmK2qm`TM(0_826AJBsP~!R
z56RzU&BmP!R$U?*?+$5qs?`eDC$^CToYT!SRnzO`6HZAktN!(q{;0bCCp5ZnSV)3K
z(oe_NfuoG@gSY3G)354}az8>DvOHDwq$oMCzEXYX3Dt&kaxB(8xNpGi(H?h(Y84LQ
z5!qMONG$lbS+QGjohyDJ?Qf{jqTA6wz@>oeS&E7MH^*t#SBJCIGQM3SoMSm4Lj<G<
z#fDoBXNKQ5;MD8)Qi+;+%hLYt)$bvdJ%?F<76d2Bykai5apDn^%|XKeiQ&%gf14H8
z5B~!UDy6D$*L)ED!2CJ;!`IYM>ZP1CvW4S|YUE3#c>!`k`l!F)+kXjp`7;xzzxX^Y
z_|2jY_Mp)l>XI@5%S@D!vHX?h%tAfB85Dk_^T|_claTvO%jpWPbmrvqEQlGQjhjDS
z?o4QGM)d7%3p9GuzmD483D8dgv1koSa}cKe=M%0q6sgN}OX9=E9^g5bt#SZS%8(h=
zz-+^^%kD<e!QX7u9){`pwPKefyB7F?es$`xC?7+9p}H~vcZJe+hW2$i6}_(p5DG3w
z4Ig#aUZtl)0Pes`>Ku`}PJ)jTMcB1>0S8B4^L5Tg(ZR;MEL3uw1*U57_~C}f@R)K%
zmnClN16#;!VJYc}cFz#qh4im|wd;;e_FNaf%O(MX>m6W%1-uCN9uTxW&Qmd!Z&<?%
zz=xmVUs7j9D8R+hfTmcLWgGC<arf2?Dw5=wtS$>_JcLpTZ|DG|I72gZzoEi?uhVCR
z7a?KCb)oACuF-E~Jw}9$J3Ay<-<H-pUdr$u(xfDm;d%7ISz36OKJfQqsigi|tgf%9
zl{(eMWC_ROJuh9mAk>$k3|#V_>fya?OJ=ElUBRbzpNp!3UF_JX+PklrUC4_{kt;h!
zvj0Z}4Kn^(Y=DTDO(1?Edlqa~(Cjd5FBFR>M^$wMKY^5Yb2UH_knA?*@^32*zwLjR
zz7c_Yg|dRC$VQ*28L6}9+u>ijXv0M&?$s~dZ$>}!PGUI^cS~_wGk~NzzI*8pyj$c?
zzJ1KR6~+d-%ln4w!lfIyDOe3VG}WFPye$=?F_}6IJ-p&i&JcGo^$G4G^5mZB7lf);
zj)@>BRh7g4&K~bs-G6~lYovm11Ftvle?w0T-nbu~Fn=YaT;7*?2zq1Vbu!?z%(x6d
zPcI@bKv1)BTyI1}<5up7^L<@T=^U0i7AmRli8r3Ye$~ngxz13?bF^II-bh1LMLwjs
zl#;Of>5LDm#=W~#*bT}5BBX_&`F{aJIPv`d<={AN^>#N-5BCL0?T(k~S4}vr!>IKR
zBh;$7g=JlE&nufOnU#<3t4c~fPi6yQ24q=;e$#}L{cce<MMtZ9g-^?mU-(@uKt|<8
z0GBAeQmKOZlJloPgmz+f{Y*%L_ws}d>C&S~=y6QS_cBF#;Xd}oiWj9DHAl{8UUIMS
z-lq2vM7(vlBNg_i=M%VfM8?UG3^XeZ{00~X=#s|k2wk<KTfrLC+M&buJ)*ABn;J<@
zlDF+ART&BJ{{<Poa(HX{^93Op0~&DNsgji5HUBcbBPy!4^7)<!3suXw62r%xNDZ-e
z0tQ+z&fG_WLAwLG{bo?s7dP+Qf2Q>@Z^5Pd*bhUN_&`cD52G~lRK#mt*?Kk&o@?*Q
z+v9zFl0e+%KXZiU4+ULK`^KDCm|U2S6I=s8Wu>~llrG2JO{kuh`0+1pX|mf)fG`Q~
zqf7!Z!-ZvDNYo2`0oSt#_J>=&yur$3>#ATa1u`a{N>mcim;R65552`v-Zg%^N6@Ok
zgyRFF*S_L^j_;#RKE}#W2&VRrTxpm6mt3tVJtYSI{kT!l^7UW0`kfO}yKP!6^|g^b
zD9MjJ^p5|EuljRDpaE72EL17CHm11fwXj9!*NHKRW8{Wdj@k5!&uL<~>9&_ofAQ`+
ztJ<Pj@=O{0rkZw-?z06}ZhD@7+xfE$Scv`s|KcP{%Cwy=&J1(OP4hQ9T{*6i!VhGh
zE+lv3<AW878v!4BwH$DU`vR_GeCpi0klPW>q$W<N26%HhLgdo`q`yr{6IlgNolmqh
z2jXzBPhHJ{863(JYWQgIABVeDH8T;PFO%ZR$>)dea~>e3L{YF{D75$J4Ezj2V1hou
z-{vmuri9qX>j<HG#Gvr`N-Srh3KjAD0o#<CiQ2?w>Sf_DW%x1P(0M<i-mM)z@wi^(
zqZ>fMnJPN+_7pE@OqAkyT4?9n(T7MxzQck$vaeh(*8altFK)70K*x#|AZGe6kg>v$
zh6P6zrBXGg`yYdndX9zzHzIeb<(Pn*dlEZ1Q4C|%MyZwn=O))j8uPFag}Ni*vnUFB
zNcl2Tgo@Psk8}L_x4Yz0lr<pC2N@~6=IzOoUIbv!`=1u%YVjV+{B<=zym{lE4M!NY
zlVG{<z}v-L-t}A^ZDcA8CwDi*dsC^Dli0ir62)rg)UM>XJ_UFE;{QYsC`L+4#eaiS
z*xy)yg)D4VFhN8p=v)eYachuG%HOYx;0@|mKCYozMh)y4@A_!&L`MA;PQVZnd$2y(
zfxkpCa<pVFnz$?_5^YZdD}?`fEX@tk-j@#?oqoQ5a+?eSZaT5lV1izj<)e02lFUe?
z15!m?su3q+nGfR#Cem7oFZyHx(GRCEZ59-K|NL+GCnR`!nhJiKsc7YYXYpy;7xlsn
zrCPifER5kx&a^%g8NmeI>?>4l@DBtFVnjoEQAYSdX}FgbS5N4jSKD*6cf)I(;g;L&
z!CxX|`76QZ<UCQS!xeUREcOHRU*jY}nu<6oRHJ!()dS(cMS<i7b1snu^B4WQl^ZF&
zWotFR*ODB+h{SkxzfUk@5%f{;E(>HX_j&Sr=&UXd2+YL->g9}aHy<!+A@n7!tCB#1
zsb~M2jojz^e^8VEzy2~sA2$j-NjL3MuQt#kn>;mM+~x(my*U5|kNt+Up@7jtKV$vt
zK6<HKH03qK5@j?b662gNfoK6n%x6XZ0hV_TmmyVUT+*rl&3o2z^S)RHT++`QhJbkH
z<inB}4udQJK(hqkGw6oRn6KeMXGppvVVmv-E64+KjRN`l7gK?sGbI`06LQ=|zfq0a
z&u+EL0>Apv`RvD@B{Kld0tfkf;M1X68y8F<`Qw=JDHA#W=8yRKR<wgDoKYSm-(#j6
z?|bg+HsbK9QgQ(7dfV#Z=1Y-3sRK|qy1U>k9UyxER<bl`RaH!MF)V3sBE?V;hjhJk
zxeFiwz{e-59&!2tu`#9ANk=g-w|_8cAu0~2rv6}C@7?=nPQr{eyw2aD*Tz>ZEC3Bh
zpzQ`yC(q!7ZFIZ@kc5He@VYo!WE33=aA-F0xim^gcUBF&XBr@?|212hb@D6GR_>pm
zpAmQ_8Q?&FU8swE^-o_P?~Z8LTJNt{J1$@VDwC0nh?YmHJjDYE;E8`?ArLWetMbwO
z!P!D-uG{UT{5Hpmpj2r_R2RSl-V6XVajBTK_zEw;qJ$fb7Tjp$=L-q^=}y;PM?%VK
zjQ;Y<{^ibGgL;MGxr<g4UP$ZyM1nsrinkCVj=S<y(*1yzaa@Zw;LIAa##ud8G=?lQ
zGwJPd;vwC=dXbduu^c_c6Nrl1_|nzOR~a5g*2*)*y^nVH6^Ojb^Y#VVWztBz2XEhV
z(6>l2iCw+=^K!>aSk-CRYk5vxE5)(;wKF_|tf4%OoaFla{;lemn1TTbi<FZ5kiuPz
z^ZqQvXos{Z-}d+3+ji+h8j>r<aw*X$kBgsB&|XhDe2*xHUXHN*K|x2g^cxT@I2WJD
zH7sy@3otRqW|HJEj}?ov@2@vX{#s_wlg5MU<Q@>;{hS~g|7Vm}0w*V>x2MK!LaQ4w
zeh>J{|3V0fV-7o$=nT(xLO{|IWWXOT;`4|{7_ng~IY2X^=YpETCSWvd2Bwmom5*(=
z(^JkySH>`E%_(aapniT~PlMi#=B5o#=A07Ijb)h)U1U%)#VfeI*^Kz!*F^V~cPGll
z4f~&}(51S_-TupFe1gvWFl;<&$C#ib_e1#eqsWbn<C8GMLqGpcB8lIXF7r1Bw%kyV
z)ZHv@bA#P(D!rySt1KZkca!mT0bi4@2)aJ1*>(56q4kqq1?UAG^v3*N{-`I_t?GPa
zU<0AZc<xG+)(f^eThFfrUd=KkZv*bjDz_EDu+`fsXDgF-UkUgmCufU1oXNcD?0-D9
zo_9x~h9jHseE5|BVo%CGDdc;gkVC~So<s7a)anpA$y+5yeWV>!Fz=^g^K)w&{=+)U
ziF~)5QJ(Y&N=Pb}#k?{VsdDWOf=@5dBc;e=xtJ8{&WwJnDHx<JWA^o@wOMAgn(l9n
z-Q8#xER_T`cO!bI=5%LQ1Z_>}O}A5+;_c$GlhQOZ>;OSnjblqf{n2iZA<T(D{QdZ^
zdoAG$oOBDvkk6h~4t*h~W*->qxp>`{-*KWfmEZ@dHY)FfjO|_v36A2L`SjwwaTZij
zpT!yyjXa6ll310eXmg(hPi_}bSw{-v`OK>ITB$JyMUQRjNUAt$qcZubUUDcWf3`iU
zN#A`hC_0A0gEk5{HAh1mtVXiG6ZocinQE1XYX|RZEvB!Z9jZuNkA;;zNIsZWtRJ(;
z@TmSirO&!E(;mc}uAbKxexKQRb;!?Piw;`h9==+YN+GB-nov{794EJ2cq>R>q60MF
znx{9CPg6^<XIPzmsc>II)SkF|vAJm}#l*_WvSB?d*12fFsLwfNXM}ix*znLu<(LpU
zR(!yYXMHbP1=HbSkDeNa2~LfJrW(zPI4C)E{R*w_S=ldD<}`A-iADWzpFN2N0)Mx}
zePbYtgi)h;cg6yH+PW~DQd?=ed;xOn<oD%NHKkXX#r){ni-M#cT+!r7yn8FXEKvW7
z_TYr9#Bqt;ZnabUnBcj>_zCS8^?ss5_WWi&X(j-Due=+gD6eYV?Vk2iu(qApxh-H*
z_0v+@8`F7hA$X2O)a%rAc&l;+qZWl*ADR_%(E`t2j@jw1z0&0)u4A@#Yc{vmU)n$^
zd4?D4p9UI6wV$7+pn_GrkH-#eZQYILOzNVyNRGFpx!iuoAI=`^w>_mOTAdVzd}gT%
zG})p@9%Yt!o;<sLz0|D7?Bji-!QMWaV8PS=^8lNz23`aU#4}Xoeb{+m!u>{)uys9N
zXPOK-yEJ=8{Sd9Q72te2y1YPR>utxO$Db^c_|{<|xVm$^$;qN&zf$EHP~wAl*5;2s
z++x3-^Jl-YpV`@PpXWYXTb^%j+|apIcGsoXq(7Ld*~1;p1No4!f{O`=JJdla7lN+M
zI3Zu3&e3^_&2H~gv=3zwYxwhhxy?l#nx#n5fjyx6`vL8^J;&!>nZx+k!=yEd8(W7x
zhQVE3jCrkhT+V+5`nR1Q8%oN7{b>-do#Rz%LqQkV`FL{8ElAs~4Xedx_s1wYdV2#$
z=C1m&7uT>zoJ?+I;U=c#2^#v)wK!7w!1<;1ul@Yv{f38x`eWo5b;qSPoT=@O4-&_<
zQJYhEK77xV4JjN>N+eD6iyHQ|r+hZ!Ubx!y(oDN`ROwZ2Y*dX_R}T@kzJhPQYB(04
z`&4A>1$#aHrEK90?J%vqgPhubG~hX2l<>*jc>t4X3#CeumtX0wvn+s@G}jh1##xVa
z{M0Wy+!O9BFMcc2UQ~NQ-vL<`g4lpsR?$J)qc*w(`RJ<S{d60tgAt09d}P^`XAVTw
zRWmW8wm%+H%E*Q!2Iw>%+b&3Af0Qr0BQ_V=ERpE6iD{KFrAYX|cp!c-UB1vSdeB+B
ztbCB^4W(8q@jdr>{8*S%PwXsmeB;H1;yci*l*c!(=D;aFk*EBW#p$u;BYnD0f(>VZ
zE^V#j2aD7h$*pJ88g$etC({QS0PRpA|DeF9fvV04Ny*iC$Ymf34L+~;D{NRG?@T>7
zHt^^cO?gb2VeHj(qr|(_e<7cpJG6&evV`5U>bS+6ne>Q6Ve_P1@+9?eJ{G=)Jc4{S
zdHY^cEX_>cnGuN3AHF<hYaMM(1l4idI>v?@^0@8D_{ABA8SQtVu&=~+<4A*WvuR2F
z)Bz>a!>@@{Uux=!<qm1}4{bm7V7$#ixi;wv7J+In`bK-e4~N6S?d%isIE{vxjlL<!
zr-QugCBFch0;}nR{J+)Ii-vpusHq=f<&$o@qx;AHV&$~QubpPSmYOIG8}2nBdc^Hk
z8L8a7xS-T}^76WuWbp4RO{H8CxmjTZ5H=%>AVdCMP?>9w{<&~=c1*`8xBCm!z)WG7
zR*CLO>SB}1No~-)Lkc$8_%?L)9#}XRdSbZI3X*~95Hxt_DQovH@hz+ZwU`S(>|iQo
z&8m6yx<;hNc=CRoSBhGn5#8=*hlT8fO$D5+6Sfy}QAV{Z-4W}HfW}E6N5k3g>=|V*
z5Bb?mE0Ki0==*fo@tPz3`gu~Xb6tb2dJ)c-05GEu*fjnMCTIO{O<_~?!FGnBFO8^E
zneFmLsIHaY*MNtmb!oM^u(qWD<(!c-9msG63|4C4uYE(h$l>v%(xMnkLZjb6^6y5n
zmx!C_msg?pWj0114qxSE!!4}#97#{>hK(Zb^^@9N`-z5WLF>N4!X_fd1JBcifzT2U
zgsj+-1^1u5r9W7UEm{FhuRhs?%?=2dC|fFP3+D-d9hV(+oXnn-0qdeg4tX|5hYD?M
z!BSo=w}#nCzjhyw&TI8a+aE2Ny}or=FwiMFdp7^P;*}Ue=>D20s#dVdwwd*8!TZ#2
zBn^T%d3cHM3c0O6LE}tJmbdy%o+_v9-q;tocCP4(?|<<x3fl6rb;fC@+d$*q6<RA~
z%##Kezij(o)RV@Q$VkP7mbdpoJ~^b9`kCO`r{Js*oPJWP`k(qqo>X(cM<d1F$m48R
zQVBO>_<t)hiG(C^@)FOPeHWy@AtfIlySl#yo66ZFQTuZ9Z(p2A#i`o+j_{X?)*mg|
zaw#6SH+l6DnXDzGP*4dL0_$!yvD}W$X;Ul=m$^s~s5{t_*4p{^<pIL>i%%NRqux~K
ztD(s>6fbxpMG}YN6JOkQaFE3<Tk=fMYYzQ77Q`jc?@wV1oht3NXJbSQ*GiiIqTT+D
z$!le;>=cJPcr3Ats{ea~635;+@csB~eoiTATSNVxt3h}7EbR0QD1zRIZ(m;SjBRq%
z$Bp8<(<)lfaBAo5VLe^2g~YCrUHdJHEE2zfnw4~cZS2<8GcX#egFySL*Uqone!Neb
z7!VNP3_mgUKu0!53;jjdKHltQaeB-yL3TabWqP3`bo>;V(>AIj$%S|h@z@u;bm%X9
z4_~-`eY@YrFi^#FUht;uMQ8>yd*I0ka~oaSX0|;xePO@-!DZHg`x(s*f!mzP0U5F?
z9TALKSPUg}HFzkb_bwe>5KbJX!HxxtkxUYQyfX7XUAx8a+cnsIPrHK|q6M&zs{<&)
zeM=9IN4V=2Vr)@V@J@(Q;QX}Ni)_4cJ7fEkMH445rQ1ficf%G_U3)VIf=j%y{kVxF
zh^qRG*)eoC=Fn~6iQ#}za-UZ+XX74ZIXqcv-WM1U@EKOgk$gNt#0<!RWrlmaH?~Vn
zx1Vt6id_fScIE(2L>*e?JVm7g*h=#Wf?I)962ApVhe%SH#aG`Q4h4_(;rke=P8pBw
zCcDe`7Q$%x3Sv8PKcnAJ@^HIuFO|MA7US}2JO2EcWyA0$w34@s-C@KT^5*8+ZM$BR
zSV|~kp$cifP(`;H6cCVC9^0P%Ov7$x(PKV0*Lk~rZ9!iU6^WBGpP{oDugS8fpyRrK
z{=A+{ADQEMS?tl3vC!6~v7N6YE{roM%BDl{c=Ek=t0l-~Luo_*7*pO}=<4|`iPP@q
zHE+Za&qwai8InaSFe)dhzq;u2NKiYEYWWOPg1V#PKBceTKJ0CBT`eN~3~V)P^FKl*
zst230>PgC?R;IoWcOx!bEh+I{D0Z3RQ#d>K9Lj48J)7~9IGN5dqzLsI$sRHK^!~q9
z#Y&LmQKU)-X55<zL3vf=$kb@u;9&32SJFkhY}c?E!?(TXy&G1u&U;P^wa|;2n2rI;
zU&ZUPB8+vlub1jMXAogoPsU|v$MK_DZL0gSN#62meE;kE`Bnx{oHdf!5NI*)Tv>ee
zBWWO&?Q}RlA(UD>r2MC1npCYgS}kFI4OPR3v;A)d{;7u>H59>k({6pGD_7s|0z}F4
z&u_<k=^8|u4jRRAs>S~A6Pv1@ip#g7ZJ_JI!3@y*gM9;hvM{-_Hi1CMig7|FT&La}
zpMabShEJiJzt@)U$0Z=$I#Oh8DoVavd_Hik9*)7x+{V&UZRjkDUyXnC=`u@ot><{k
ze$H@{h<I_dgh+5TvhJ1&H%g~OvRnr1Z0-KT6J4^VT(V{EiCA#3sSGvWDw<rrK+czY
zw4B<mnQ~&*2+t{*vUzIX_2}@$RB&4K!ri6m40Chyr|T$hA>6Bme1tpl3cK0})~$YQ
zNGL3<S^ia(Tq<r&)pzS?dPic*2|0y5`;Zp4q<8Vd=ycPXiTx<zSv5v4V^<(33uQN^
zxUGxGAK$JT^2Y31A2<|>GZlow8^>j~N8wush{09V47^SB)3{`XRoK?9MrZWFq~i_!
zf@XFWx7XZ=H4)aSPI|-G#xHMvxKN9`@y2khc9(QRK3r6*mV_ss8M14H*m6!}pJ)p`
z-#6dC@}Cy`MgITM^(Np{uHXOgQ=RH`QW}g2ohCv=u`^Sllz9rFk|AOz!!}b+$($s!
zEi#kLnN?=C%`t{ek!hPUv$xH=o~_^Sf8PIlz32L#bA2!S8P~mr&-$#j?&rpWD8=1i
zJ<#p*)_ykTq|2pdw;L8478>y4JeBK&ICN2tO*CHearrvGm=c(2gLSG@^ysm2u<vUO
zvd*+)b*Un(*mR5W=E(#k&gDc1n+0|9<(XW|<yklu^sAXt(*EY9emy3->0Njg)@2--
zD6~}>(TnTLYJVAS-tkd1#^7UV_JsDsLMp~BBxr>Y^WnVpP<d~_O2>3$qQ563pyq^>
z&Z#a3x0#yu){=mg{_C`ck69xz9z6=F%G1}{t3u+8x4P~}C$fCaaP=}KoFdOH8a5_J
ztN8U~Z<Kwrn~6;d?=^^0IF&=pQ1#SPzqI#Jw^Gt=>tfc%y^EBGPMf-|5j|TMHYyWe
za%aalTA;3cPpOPk>1N%B&9fC6hWQ>GGg_J9J9Y9+t^2L}{cAddR{ND@ecp!=6ZwR4
z(@3eLxhihFQM+|<IFZj9h}@01otAnup@_`>zNmxQ8t?dW@O}1<B41MCCdUoLakR=V
zd$Flhiha`BG0y%pykhRsP04vN_#)A~sD$1iPNT}C-E(TI^#QGd?-)*U$T4))=vwGp
zdiY$?x8<RUIVOfY%JGDZZyuh;hGix4`SzFGxD^(n%k7u=i?WF6*SQN_!!3#^-!8@2
z%1-s_j_^LIOsr>2Qj&RMT0TcJL8DNc9Fb?I?daK*E{^!DXNqOx<oC{<vm2zDCGm;A
zigsd|%Lh{GO8Q50Yg6V5KigIFvaXSZLHp1dlGI+gRI=AT(#)6Zp(bgm8>5aq&r5A<
zNe^XbRGIY*?^rGk=?>4-t`6{~l;4(Imnw64)Xkfv+G9UeU*JvJr1p}d?^FmlT){X*
zOD<h08@D_&KG7}i>T$=IyTVoOqv879;+$}i@mJfBHaHa$7R!XG+N`XdH3^gN8#*%*
zYm3bB{T~^7ustV?Wohc&a~y13B)*+Lm+@9L3Yn)&T^(md*x#&5^V(@IXR3D)S4jb1
zaQ}qrGgS7u=dg;aVp1wiA1@F+J+Y)U&Q@L{3oQ$wpj~@|YdT@77@(7*tB8oT_KQdy
zAC|8|zy)upFZ<Q0P=qgYrAi^hX7$rag9=+jQ77YJ%?q=dp0tK&;}2PO?~fUE678L)
z?)cwkNK({VbmS9a3{`Sc6SA+SEG|iMPcPvvCppBySh=`ehYGH?Bi>1atd4j~>@Ow#
zxUex?(J#z0ne$C1yXF!D-tM9TYiRaX39A-w=VrR?RF_@0)p8lvbL(9R@Lf!CGm(Zl
z43<)<`k-RmN!GW#@U4HAy_m9ri|q2LqZ}SQB;J#vhRysr*_5r_Y>N6?8LL<Q@7(KM
z2rG9ki`(Tivic|K)$r;mpJ|N<)SHgby(v3If^Zk}B4?bm#CqQ8!Lo+i#pvSi*4^UA
zRM<7DD!v8T3CR|B9;@)xtqdq9zOR&4lU3aB^d#84M}>B!?yIK_lEk0ctC8u+bSu-E
zM>P82N75HPvM7!`(&}0@lNHh#L`;bwr@m<^RgDh%GFgY~5eRl7_5eZEU)&(9KxuN5
zB@A1y;EFRE+#ZegwUli#=dv+pXJG~=;$^4){w&|b?EkY#;l8!wSP(^~Y`*N-$#Gjp
zqXH+-khU53qK>Hthd$)nmaYvSn15TmVUJodgK4;OvS!&m>PpOTw6(2e`cbWY2kYI2
zie{Qn%zcGgWY2ja+MvYN`$r+|E2dU7hayM5@cmNy{=lTuT^8aKLqCeDTyH#bc}k77
z{WQjmsVTx4MM(r!ej1DBxDQv=^cDW~;+)<r22YqQdQ>7%WWy1=<#org%War8S0#bQ
zgSZcBXheK3YI*7xa`*NlDGPwF5|JpZP*v(+aB}-$fFS=i^Z&!Jz{}y85k7gq?cKM|
zS4dLUw<EifJU8#HPC&@Ry3;=Ne!6FdYRoZC=KO&_))^4*_KUo`U&{NL-cB~&b&$7M
zWW0$m=$0cJBjU9}`h`YH4%@Y%`I}V^cK>sprj?mScUJ1_3@T<SwSD5E{T;?4TO;me
zYKaW;{Z@8Xz?(uW?fOTQoMcu(6hqwcZ@88cqSk&eTA&EJlfCJ_Zc^fvL4rAdtzRF<
zka-Tf6sc5(972=~ncC%@XJuxSlJ&n7<6Vb_)f+aC9ti;8mV2=~9boj`%Z?H!`M)?g
zAl2W+SIZ|qjRe!s2xArKE}Yq~rsJY)UBI+1W4PXG#ErbU!T&tXmL)r|Y3GS6m1=VU
zY$>1C$BgJFFpOUE$+j}9oT1Q;5#A9d9(zEkr%>xqH%rD@J)@q-1OdeI4Y6y?df8@q
zW<i{6^rW$Fjq0^#E;TOBnhF(zwOmc6d<p%QLZ>Q<OF=%x9C%Enif_3<OIn)Pyvy+X
zsgoq8Ac!0rwO8mKd`)a`0Dj4D&I_xC>ejJSvV^-rwlbNR5`8sS;XA;uUWm<5$nFa@
zMBW6r2OCF4-af>m){6SCG~tEXEL&lm)4KN2h?0`*)C${z93Z`1n+^1lrDyKJ0%80S
zH3I|fD5{YaTc{OK(+uUAqom0M>Cv=Edk}{Z4IQN5W~G{t(Z<UIc8i2EG(FkqRsRsx
z_2}=OzSN8b2*GM7w|35!As$v#fxe&$N*ZP=M<X5YbW0d?x9nt-UhvpcTg#dgVrW~!
z6TkF+zb0%5QuB%>|KtLeZ>rzmTk(X9t<_$`;twGwQI+5=%et?bv{Q?p>NIj0c>(Gm
z|9CQ)W5kD>qKFECn`8YUG}1!O!wlKs{n-Rj;M~=>5u99HZZ7(5V4ZE0r*84JF8vdA
zb{D#MSA_SYaIW>&N8b-YhS&-WYAM%ly+4?sV{dP0`edOm5};h)O8IVsMfAlArLEmO
zWLf-Fh$xqdDW0Q5-f=YgiZ>K5D$UkSTFIK3soPQgebPxrZwQ-Y3g38KK+{_eY`Jv&
z=8|s;thO>X&0oI|Q$(;8gTCRJ)P|`HMOwQoEcQf2)=o|Sda<b-Ps7k2ov_RgT5UVo
zG)b-FR$i@=CWBLa>vvqFm)=>Aki0xh(bv8}IDsHGWQS|IHBm{~NP;0#!bGP(bHK>2
zcO&TQ-GAw?@AKqnG^<j#!=FpO=t}2Qp6F8kJ0nIRv;3riqXP@_HA!#%PNqlGc!P)-
zi$=OOx}eDz?GA<&!x;kk1d}qG0Qzk4eLJ;1K4-N@>mzM~>&F%1+y)&6JXW9f7EDe<
ztddJVXD-@q*{+AFxb{f~o`l@<!|Kw`EKgDv#R=h6mQgy)Dr4#BzFJnsoR6HyeHUf^
z_?0&HiONMemY%)Hl5t_0nSne~dP7F3V!zNG&SFxL5Uho|tH1v415MGl7|zm<8U#H>
zZ|@>l3KyGmbE7|PY9!2oh$!mpKztsd2$<x?OF#E&iMej~<1Iydqw$&kEPU1`Ib?CE
z`@0=#p#L9@BsGouzb0zb^xh`_iFm&|XRd?gwZ_7-6R0JYhJ!K+{>PTUwSWW-<T8Y~
z%$UQDF-L-;#*N%k`169hYdDeln-aX{&9{PqX#IlDrS3$M&7$Q|6|?*<&lv5;Jt!6f
z9+$W99iO?G%HJ1wrIN$r(TfUM8&u2R(`Kpu^_nQ$AXxs`apU`5H`LW7i)q(pz5E=P
z@2Wn+7b8#O+9N86Sk@=71fu`PpS`pEq54Ro7uUvjdS-tEFx8vBHV`uWlVH+1B*j@g
zR7sbm)zS1_6NQQ$J33WO)Q94G>V7qr?jfh<q}dRyGqE_JI-?d+sMejjl8*O0+>AMp
zq;#1O>odNYHW5SZ2mS+tlx^Mz=m(AUx0as!P|<GFNx#rBDCgK0V62)Yx(jz9sm+FJ
znHq*3Pcv7>%f%2yEf2090kwbzL9xcU3E09K3{tKnX!??m?WKp~#~u?9Icgs}jPnp0
zI@tc$&#F>0KaxscThYAQtnwJ(f&LG}X`GwEYJ&vE>vAhk|CHBV=ghv0>-c6j9!I6i
zOZ49k29{9Vh_yqHWrixx?W$~@51hz^Oi~$Qsnfpkp<VNjF0qQg4a)wf7hs*!MGPAs
z%qh82`<(TIDp2ZgG}8n0ZFQT|8{DU6Y_Z*YkV`4AcB|Ve*r%IMnd$UTaX)Br{h0gB
zWfZ4vBjcrmsx|%II(_%w#^^+AH0<==g#RSGG=HAuO6VKKF*$CI>CC6AdGMf`X>h8{
zoW<eFzfc!#lLdwme2to$QB{akkal+tJ}?f)jgskabRP!jv$!UQn(uqP&BFeKx)hR>
z^S?Y|3p>gqHqP-{0Xq^ap+jGM;0FyKnXZ`;!i;H^9MU^(pZ2pt-@qIc@mOPX$HGEc
zmS}z+<?WD0=d<0W=~of&e~+z0IOR}NGYMDfUj5eUsPTXs2+aaaQ&WQgV&!OU1hmG@
zb%8sVxax!B0&4@5HhUf-7al81q7Dc_m<sK_HuV-x-36zV@P=ty_xuiUqz->5o4bj=
z%IodC`BLs=Y<h2D2VC{K{I>6n?)?ZvS~Rpcy;i4h$mD$%YK-h<PF!>u{O^fYT?@Ts
ztLp!~gLf_{(%*>OxpVa5s@x7MedJZ$HQI|*snIXapZ9aIr>g2`)?5t<3<;^#ihpwN
z2hC{j;W8Xi;aW{!VVK{k8>wAWd)SQCT$-NGKiirLwIg@B145zPcXxkEJ>IwQjP(u+
zj~Zq5$sw3;p6{&~-@NR#n9=#J?HOzN_q@)(3myQbP>qWYnYSbQ?vj&5>C^>X{uA{p
zGZ?tX+w)%?O<`Jt=0xDPg<?;sh$GvZfe71j>B{vS$&s!c&nIMcwtHKfxGfpa@#379
zqSmd-sQUTWUk9mrzr#qn@tW)AfFMrUnwz@}lu<V!GRsYF2ezwNrxo><76CQ%XHs8d
zFJ{~CNzembbz47(tEGi4N&yQy37niQu@FRc?|*+S-g=y++mcvMuRhO;LPrrr1zi&F
zBB)vQ=9-$c;G;uOqxgXmo7eniNcOxbsS(KseGV6!&penOGzDZcfuU2XeNUQ;=YpEK
zmM!Mjg$7vEJe%<K)}D)3)2}Ah0K+VB=W@IRgW>==iaA#a?m<!AzR{hHm&>^>iw@J@
z?7akzn;gPA(>l;w5r}%4zH<AZ;>E?I7K@VYZ-VIxWaHLHG-5h@*g{PxL`h~Lwx%8A
zlmzv1^s#AmSgCXH!2%|tbKO-f-z$yhZ(n$e*3exaoODFh6xxnwsUxx*zEvSwskf|I
z4%@B$nqT|8x?0zzS0&`gyX%L7kgLPS7a=JrN4DfV?9h+fB~KoL#vv1j(bx25p*2@+
zoRHc0u@xo}_;g`XZ75pepQpmYxpKmp#FaU(6Wv+j{IJF~U{@%AcMCp2@h3v5tty4P
zSF88Ka_XuG!Frt$madRGc-$E+NUQU0ua`Q?N?**>dw<a9b!4=`vAqY6)9u-x{^l1t
z(P~;tV5t5Q%0VsRfB$u57EZdTXx`4PrPYkq!#z?U8X^cop$C<*-l|rB@^cypMUPc>
zXbGVK@eJL7JHg-VU2#Xf4ppllJIr28;=>UBC@B|5d>0vS412#S--pWX@yls&I1RcB
zP~o{^0S(2k$YP2Mv+W;n>XF{|yiMkq%k9A*tpM0?|Hqg4&U@-d_;m$>sdKW?Xq00<
zg?fVPit{gRfwO*p@aYl#qDLB1kJp@0E7qp_3Ceq?jPmlyB{F={x}R)UA!Cwce~FxG
zsI@LSg~7UhDW6%+QIY<$)1dUxz2ly8sPX^>1ef(tmy|ZvZBKUkM{|%EWX!r=qBqVj
za^~*Ll%lYX=rQ<iU&&|?*=kgJ^dXLNjbi=z8TbnIlVKL;QM#M%Tl_;&HqfKn%I-bs
zzH<8rd3CBgT048%<h;Mme$y_S!lX=zb9{x=c&5BPLzN!BrlU>C>0cABp*pt8oo5cq
z5Jtbmt^`v0G(~#1aTT%W#@{&&mO?LvHffAC(V`Y$E=N$Nl_wZa*JJu>RwEP36PdOR
z(WTf|%u!E5e-z_Z)NiQ?p{^2<et;qdZyEkPRV^XPdDlCko~1esO;f4g`tHxHG+Rc2
znq=y6L@9Xbryf8k&EQMn=mvxRe3{u4`%Dj~#ZQ#m0p-3ghig;%XnB-}ow`G~!S#h;
zf&|Z3Yj7EN9)G??zQ7x`dnBH5ueay1?HYCUiN607fuMYAiI#Cbl#IOyrm%HBoZBP%
z;a(mTuybwtq5Q)eB<r@AI>PETKm2L!F!Wel@%wMKseX*>6u|L`U8kNVU{+>ik7ruw
zqI#`gUh_Z+X;a%A1wEYbaZ3H;kA?r^S6+*IPHRJ%=zmn>0oz}<zaBc(nW4>>`}hYa
z4R6$M<Pb^kEN3&&-O2O(c>t68js$#Q%d@j*Q&qi09B1W53J;Q3vq@F@vRwelU7)n)
zt=gG08jca+w<hIe(dblYh3lhkr=-sl*UqFypTQ^T1#?N;)fF{{JN7hwj-5JhF=S5D
z?$0k8k2{LIh`P`6^V3*3rXV)(L7^F^R#|p~HM~HPqC#r<ux9=jE#1$VMMTA%cSieJ
z9uQZ%1sI!8;*-)8_N#4$8|eO>u3>i$3)f?EIe;WJT=Hq#djuM!yl4B1=N@O>DY*nL
zqwN_K;0c-zJH5N1LLcEkO_x-ghyCcT`v)dk(Hl}6zW!Dz$AJ*{V5j3U?vTzN2F!?z
z-i?-@NK9Nz>nSF1_Vzsv25-m4lntA%RhcA-<|iC=1J|*%l=oq&ix;0s=pjR|$*BEk
z?vp1EV<ozrD~e89_0(msBxPtF=+1ynk|O@QJJioYO-q3=W}4$+RG^{>WBLgVh9;Te
zg+=6$W-^C=BwY(}G9vtmb~1VoX3no4pGiBf$ZT{mv)!(%XL$y>zz6Qg=-+^!@1y@P
zlimm11FbXQzE)wH4)l*02&19R{4EZBmwS5Wt;~X^cY13;Id50p02$m@3^a(?+D<*p
z;h3>zVj<<>=H5j{>4!=L;$IQl)w-K@Cfs7mPq?`dU$Dpo#jdY{*q_>t4mwa@<yZnm
z_BC~6_1AwQMrmv~hgimm=AWo9!Wl=EwP9zpa4rEmF@_f|XI4>0q)4!*Y_XZjT#uzq
zra6^GLzXYINUc_=?|*#ZH(1LsV!Pk^decK$i|ymeJz|!_x=d(xiq<<W_}4*zOJ28C
zm+3Dag3x4Gbm#5mBM7pG03e`Nv}XV+gnK&Qo{y+4ve8R9n8f5cGddSgwLTS*0<NJH
zC3Emw5##kgf4)ZZsB^znTbYZv8{yqckFIxlqaHy`<2c=6dcP~U`}sEc5O3~iGt~5U
zAj+l?-7efBvo2-ZX6jTWJWhf>1>HVC|0u59&S5jl7~{%|J|EVw9I~nk3eLu64pp_!
zt7Eq|_udDmRzmF@f1LdjTR8JXGA}S>Yl(fnF}$a4;B)Dmr&*oo@`wky|Cmh<HfM-u
zE_T@lxzGZ#PsplC(Xg|gt?nKu$}$areQ4!Ut@i5^{BOGS=l`YQGT!WF)Ws{9R*c5c
z{IRSTGt1(4@{gZCS=M{HI4MeTciPM8XPQZ0dImmcA1DU@{jCx%3_7#BAnfsVXa?jx
zx|^3`GdGRKBwc4O@na+hDA~NU%(?r%`VS;qtL52F*U%;S9zf$xBtg$r$HA(QSbjM#
zMfM-p{Cwa0%jD@${cM?6y^Sx=l^8*z#U-x8LHo5xY|P<ZO2&Bq2S}hu2g8-U+kFl?
z#={SeK}X~ZBOAM>iSwmqza3={g+IFAOhw+L|7<b8uU0Cb%Id=cLEYk?%q_Qs|Ex~a
zXnA&!DayWr-qV2GjqJ?H)+w{q^^j!B1(kK4HYG}$y0uGX{BCDp%jdFs<YZhznn>4<
zX3dYz_6jeq&=*$zd%t%cTuMeAW`DgecCi*R6<F4yYOLb(a8Jxb-G+>wEF)VznWIP7
z`Eg9=&lYMqYeIezm=(2K`mEg!#2c?!kZ8CvE6&u>(X869%PB01_5<cjt%fGGryu1R
zlblTo4>ds4oxrTG5?-I)zk3&g6r@56*q7%csWzFa`)>ooqZ^K~Ry?KPfA2}zf_{Os
zRB?r8MOM~|(|%o-`g6~qqzKEy*$~ZN5uJ9)^{<cDPj+PizAe26&;XyMuTz$t;l!kq
z?-7v39j?=#+HO#gQT<vWwXwN<;mPl$qd&YkH;Ko-fBc}WbW(!O`Aa&*7%OZYg!DJ<
zx04(E!_}|+|JqSt(E*CKmk*c8MKCg!{vwnD4PDL49O9VsAU13I%HN<-a;jtpX|tL1
z-0>bg^}ahHK*xc~8St_j<rZHdSkNs=`K)zQwY>0jQr<)ejmrHpoF6sG*AmXZ(xw;@
z$}JRCCj7If@b0BFJK@_aGm^)xyJN!v9Ff0&K9&1K8O0(u(1Q>*zTX}e5Rm5HgIvNW
zn0~YkI^TziCY#WfeDqHx_lbWfst6Zr5J7QZj+jWmrGs2jN3;~pcgUI0Q<yjE-O>6%
z{@R88ed2<dAt!Cx8m6b;efs_^ihg0n+ZW-w1UmdV(_#Dh`a3^)RLgD`TDd@QO!wIv
zQq$Q4U0H~?rUsfz@kTlA*Q~g#Y8U7<-S2g|JJS5swSxxeMYaL>Eq$%OoRWx&y9G{F
z@mkHrUj<ky0Kw=D9bp281`{VQxr1J3oWI+(HE`~^Kxy)}!T<_-e-N?|xgq*<|2kU1
z$9wKUy9%^S0>}bJnlm_`C?;~~f4~}|u5MO&B!GpT{m<VZRPI`AiJ~q>>DK77sWwYC
zd@u^4*_+<Rutj=8Dojr-4~JHm>q^#}aau>qmzsgI%F?^0IWiJ|0APz2{RPv3G7C-A
zl&oiuQYfD8$6fx7z&mqIc}(xWJGW;?!jP0Q+JDRtQ~^%G)m0yrl(gGyNTD^e7X13#
zsiN^nH%Ir@i6HbhM}XvQxZinHFGT6>H0z8bQQAJ&Y32cnUmbp*nQK9$<ywW`XL&gN
z&CM&z7#ei{lV<gzX%@VV-}In|SC)wdjIu1nY-9IJzs(g@+?fHF6JoaiO?56@`rpJ!
znY>wIntQ)?_`k`Ysb}SDG`ab$rwXihKJq#K>0>S6h)miHPE))!9MB9zU@7wwa{b=#
z1ZWH@`Ixb>qLhQCCo0w{#G3s0<zJtcULQ!mdhgo#+X?rTkCi#;3++cV=P&OAp&8|S
z(jH7#;vjPjO#6?Gl#aAghX?G5s{bdqH_E?9Yx<-l9KiJrMK${Nx~QNf=X$xv<0RwI
zbl?m<n3bB(ls5L3EJA^UP2)digR)eul4@X2nsgo@!MZzJn%`-zQWm{8^g!pj7KZA-
zw;MNF1)Y;SiMHH)Q5eaE0yCPS-A!w0$$CknGNwX)>bUkR_ja+WaKNQtZb|k4RyDK@
zRJpOL`qhtnA<kO2RA`nOKZdq^LTZaE*WLV1p{9~^N=dDTa$pO0XX(3Wu4TLPqrq~%
z!L7<nEni?4@oZ7M*}0yyM}Hc9>o)w>aMo`>H+-lS_Vv4<O>f)2TO(kUcR|p-jr?i3
ztPJf^Im+nL5Z(E=h6oyrfR;pcrhqB`#MeyEkw&|2|626l`HUgwC*;TI^WVB9@G^{N
zT+8?KOP7hS-HO+0N*(z}9CK(T1)tR=iU&)nJUu6nHZOnuS3f4zysksO5HdMAI=_@E
zdwTmpx<AAPf|6^ZSNOar6!3gMYt7O4kK(!??nFx*S03x0n+^7rxrT~3*IXALD<#ei
z+lidFBfm*K>RSuKgm#{gt+ni$Q1#BWwP(&N`P_$(9wjd!$hmA2S@zXw3AU*ol_H1O
zaz80wM(zLzD<cc_kAg$of0}6dUcDdUG3{d4Dz4=rIg~y0jg#m$o9rP8?cNf#Su*QC
zd8#<|jF#g&@3r~oa?{4inL`m`2MrdUGHw`bS3-6n37y^9ae;2Lan|dXU5=^*DU{C#
zK?~~cUEeb@xj4MmBdYp}7okNA`B%jKom%j5@lc6B40P7#xnKBK0Un>sHiV}fu>UwZ
zGSJ-q=6Dddq|@{R6QZ8o%nmtCx-~m=y;$Zq1sVY8x;AF&s_dam-Sd!;BX6SVMrl-N
zOL{Qf*F|X%@RoO&$}Ssu$7n>SY(=-V*XqfW8_>TCrE57ocdF!S%~fy%C(hA-1d=yq
ztMnq*`bCay<`yz%gNvAA(UT|7^5oc*s_D#B&J=WEi4sK-<3gEe0mftRj62s17fd_F
zZM#5Ojng5@_u6KAI7Uy*)O?$cq^x9>UmUf#=r7)TqF!ubY%I90Df}k=`YDm3*Zc>Z
z&1bYo-L{5FGc*Y=%z+L9^+HWlxc9-U@bR&w!L^!amq7>u#<5~E$A7wYcG``4h{e@(
zPdsffpZR*bJR^c4Ia4UVN$uoU3W*P_y~&b-+6wWK&#AM^DrTAEYMesAQgTdntJcku
z>~FM^vLdg{y~*wUY+1HG7Kb)t{^sCCt26fX4h(d6821$Q6fN_oWF6L~UB-4pCqQyh
z_U58hr{16oheusdUtVQ#79Q#;EEb`k3_@9zk`}wX;<MdZ3Bjw)dlBy+#daf2pT^@i
zS>ThIua~t_#!2~Oq@3=phn>b%6-5>L<%D4C@#EPw-Mn>)C5kj+T+7+lxLX>e2AjMU
z?DB@oIDel~sP(&V;tQ=Lt4Bebn-6BfR%QC6z4(UK>Wu8ZnZ?i_*&_P$4n6!!(dc}s
zsqu`H)`mK%luVtahoxDxh1MZBkz!epqL)NWX?J)L^wXnGL1v4x=6~GqG&C_3YqeR8
z8f0!s<;x7IdfJYb!8Z<mWf@7budY0Npi7g+>Eye0mKQOt7LpoHQJ4+8$2<MXkADnX
zF70cyiC*qdJ)XUyv1DM0k$uEdq-#$$pJ!-(vpiJpq6cZTDSdTQBSpXWo#!1TCG^Z{
zQQvFlr;ZqulsppEZwbh5D51=s*5k)?y9_Du(25efh{>$>qs6YR@+vTYZ%Lvohs_hP
zv(xJ?2DCHIva{m-(n_)mFFm>S_~**391C>gZAZmOmAbCsS}Zd;tS<I8Px+@LIi4S%
zYopcQUtg$2F~q-GEqqa(nAbEuG6Ut(?l|%)b?T>k(xws2@7d5w8`nBhD?1h!J2zif
zvaYKpCHhkbW+yG;`-pSrr`{3dUsH~$dTgFN$SuQSp~ClINA(Hymc&=`Tnl)!$on=*
zRbdsBc86@X<vBpSkESqLfo^jZRYK!dmpBbm4cKp7tL)R4w<<oMW!n)fAFnLrD3DGx
zsZqg@IMHzi2(fb41g>);q|k7-OMR&;<F-RmMKKJ}gOqRY#4kUoli2aFistU+bA%s3
ze6W+RpQCMsmGKv?|626CZiknAwA$S@mqJM`J)cOOOXe<7DIR8HimQn(eyiK=xpz6A
zQiqxKua_DdKx?7*9(1=^T{4o_9qvxc_LL`;@5U{53T+xLZ77&#$|}(|3EllxxY=c0
znH*LBXW6O&|B_dGA0BtXJ6>B<$lvQ?04UitQ}c%Xpl&zC#-S>Dx%&GF(l|?rm(UTz
z_6^=SdvdL-YFuoRVTnpA#V)QOhT93csiq#{MkG{5w>G9)oe9?QuOW(_I0^Zt_M}3|
zqajbNJNASF>0jCOeZ-8eYWN&kO{i%<0I--H%|YQ<<m7O&kQ=squ0n{vysA7sQlr#s
zP7JSdOds!-Qx$ODP%yxz|HHKYR;ntYp5J8ssq<=C4jCO>7`}C}LH$_gIY`>Q@dlOd
z8pp+-ps?mVwfp>PO>M*@lt24rn!^5o*U?n@S^2ZxH0egYl-0kWntr?3R>WyWf{oF&
z?H176htut2Y-44Y-5NTq9%bK(l6_S9Yn{6;48N2>uQI1Z*0z!B%BRzp`Cpiiv;RW`
zb!gA`1TS2w1eN$E_pNw|;z`9VpAA~!F~h-4pADISwK`~A!EV%rp?16xNiY3Q_&HAT
zn66gXgX&r~LjO76VmQ6ikr$~BVUMc4o`FC1_nhCytcOe))bYZuqE)wdh5+67aCGMc
zqFvGC3)j;uZM!X9%M?rWbq{u1mJI~zdVq_s`^r^`Qs;69Y6TQkb@Toec=|9k8>M@8
zAPFtqFjNpH$q1RlHG@XN!isfw$UvYib(l3PVmIQ0CN|)P(Q-qsTk*p^lQIf?u9IF~
zGp)``Nkn=Z?p5Ic&1N^voVe6AsdWehvV{OXAU5MA7+&1MEbx`E&q&w}YsX&p<YPIX
zXAFJoM>-fZU0v*R#tT(cjr$)PJ0Zw-rMfzp>8O60Mj-w)Uux2;%sUnT>z_r`lXPmd
zBrYwC8Dqt&+&q3{dfMIhg9%479QjSCK2wk7H65B$346st6ww{?p^{<;@<YgwDQGs|
zwCq!H%J9>g>39mPv96ZZ%@N3a(!btqC=A0l5-jUyisxW#+yrtWBmoF|ho|ekFp=6{
z7o?R7t=OISF8q-du3&`@UUg$5(GKia^7NOLAcna?P${u*jq=|vcFAesH&U_n7xD8S
zQLSLlimGjBjJ}fCzA@=S6`SIrb2W#dd*hqUzy)U9KnbA2({0MO-8W=|C}A<}8A6^v
zikv5PBG5L6hJ?u4>sDsxq1lVj)TfjPC|Ne|-q)s2^UcKo53l_+X9z$`w7t)AZ<qH%
zTjJeAQ7ED49WOo(<*Aa6OFq?isS#f5@>0v^SkZWBi4xE7yMFF{yW<iLkRu@_o0Is;
zqeS<V<veILpr=7?=*Sopq%NVzdwTF9>r{^#TJqmM8yqTSW8CYIng`hjU6!98GtQhc
zv$eIprE1K9a`FA~#S_@UN&+Rl$igOPuKo)w#G5YQ?LN&_?i~geA3C^YLSuw)$t;9=
z1r1RvfLw-`eHU5Vkf!oB`pgBF{(u#&pN=|7n~=CNKsw<cS9XxkJp7-5z<W<N*3#iR
zryzULM~4ib(0L~B_`Xk2eH%n4;~368=W(6P$J1=3Xp@X+>7nhP`z)vKsmEtE2b{9@
z2N%Zc69hHA**JfFvlAH8-VK`U!11c3n=r%(BKiWnW=h{5mWN)$@Ftr!w8;kwx&QD5
zb-4z*(t~zSPlO&7mbUpz8@`PJ@cpUc{(U#!gYKq^*+@t_9g9+kxMZ-OKhwxoG2V;P
zi5muuv;@@by%Qx8byZ?-83Cs(o98h3#rgYFXmGguM}bJtyMaJ+nU&m_5piM(z43Ji
zTza>Uh>#TId>P7T9RFY_JLwWJ5SWM-P=M^P>(;-Cwwo{k*$5M-L>=w?3Gb84q?M<P
z?&pm+hU?L{;cbZ44~)$^clsCsA76~k_spYY%BtqU39=&4xs8$mbl~`x$G_PFS)~>F
zo@X&hY0Ak*@LOLPM+$R1tk6!UXH5BQ`?^jiiydz2$IOi<+PF}e&bb0n7WHW0lL)k5
zrA3MkyN1Rv6Ow+KGcDH&4YH`Y5APNh6MG9o$O$Jp7|;r_JqJd$7QU(!0pH~N^kbJv
z0Kdt7e|dxr7}~(VtcU0JJm=YhwJC$Oxj)|O1GzaPXm}oV*6oC9>}6&;X#rP*A%(y<
z@+!(`+W;~Vp)!7})(FQQrNiPAz3YJ0oh72z)|^QQYt=+M>H!QM5CjyByTfn<mcKvr
zq)F$P+yGK@qZ2HIQxeAs{@>$OgjV6}0A`y^Y(#44xc$}!&ABTxJ{ENb3UIH2tkW49
zc9~9wNq?kzR`uZ*QA%=}<@~Xbk$P1qi^w!KJzsc|>(rk|2~TZrKs^>0jMtc=g_?IT
zf+0dUaq8x45Wt1<jP=;^U|W}-B90L=p$aI@A#xlbTK$>RQiQ+m&H(j@91e)MRRc-C
zmajZxvU8exyy9Urqtq2JVVdezp<5v^Y3Jg|mzbCPGolH##$_gwHmF-0kA43f`#-$^
zk7E7HW=n<81`M+L#Jfas=(R1Qc_&I`4-9Sw6Ak(IBQGNFvm|#ss$4dodMMhb`yT9~
zX&Q22-4?#5x(li0v}2q-<Q3ifcQ4HhZOOH?azW1JV1ufI7<d`0g0Q>HHoFk-JV|=f
zg3&67f{T2b8~zstVl?WnWD@dPA3;5Y!?xF{gdQ8EQ~3#;{+b0aba8Y(2s^+mOZ~Yw
z8GOrx_kEVmG<?5wK<#q~N7Cc*7*5<kdZcKR|4;3im3~{nvugasjGhx5^IuqH_)yXL
zW<@DXg45}LEI(Xc#Mhw*R^awlP@hdH1g(onciL8l_vn)1BQhI18boAG{6f4o-mX<2
zsG=+7Ran~ctoO-bsVh?R5Uyr8IBs(8sOX+KtgWyh;Brh~X5J55UsW=k7#Vp%_%OmC
zxfQ(&v=}oovVZtz<2tzaQy+juGT9<Tz-qePK_w%&o$_N*pJh~b5G;_*ZtE8qbrjLr
z623)$0frjnSm|Z&HcSje4awPZ=xM3`GX`d1+=i%KpD0#I;D@z;A3~SHP<G_*rB+{=
zr6A{7A(LYPtcHACh~jg4p68Jd^B;Egoc{W9*x1W<d@=>J6z9g9Tw$o)1<;wDi5PoK
z94C&H3|Fb6VxfU?m{nTh?AeW`{fMHU*EdkQi5M7y6o&C=^id>SmmauJn-2Mp%Wj3z
z=eX$%qIV^fuYl81Y%3e`Fx{Xub93)!38XKb2;{~3r4IMVhZ2}J;G=tN?jWQ4o|`St
z-nxm4q~CmXZ+_UX!?SX0GikoWYZH8vkjzPqYlxhX%B7*_w$9!8TwHTrTV3023%nD}
zCWD6$ABNQ$dvB*cfM)P;1Qgy8B>HxhCmoc*Ahctjlgm;4!A(7rmtNEi9tem#7JKXC
zaeYLul`&!sIyM~`l<v8+npd-h9Omb@d%n5K{Ra7h<>$sQS>*(;Q9aMIcBjEC4O)lF
z`J4uF=K}A)E%y`HTAMfgY4(${3H5YfEzzlPHFP}nR0=x;;Dj78tT8j><B)7$IJvo`
zwgn?%+#6R=|IVd}a(U<x^e!BTYHT~`#6)8<$NjG_!ck$mLfH&OQe7_N+5Vh3pko}&
zVc7GL+iKAK(ALT*{g@WC7K%`;8ejWe_M8Tm&in7xdan(?wTdn3xG7qp2FD^zFObU(
z(VGkqhFl@f`J&t94^DC|r>US<p;T|*iL@{ZjdVXubKTd6;k>J3Pxl7bdu<BggI25N
z%;-nfY~RmzaqQug`3{?P+R#@08p&%b@HW)BQN5O-)36D1bV*Hvk{c|}hYTILc=7k(
z7KlfQ&PyzjTw+p9>w`VO_r7STSZ%ExDj(;cufxckLRBBXjW2L9m>mCp=6vsGXw%8i
zW?WSOX6u{1>HRM``AEW}vzmJmA6s<V+B07AW8tsLLORgxS(O!cw3!v(f!t-wHo>sF
zISt{<)N*EP^JhyqY;Zy{&S#00vjzC^*|N$uPZz3Mya$QBKeOJ#2J4{eI<B_0q&5GV
zRrV|_U^tk^37GM1up{teEyds2{4Wl^l{fpmzl0Ur9pX0s<KN#C{U*BYnNCBBIg@w*
zJ(6}CHI2@#_JU}K)vK3uGi-!b6E+TxDgCX#G%pOyelqncr{+{0pYs~(LIr$8r165o
zjlr;(8L6(x8&DEbB=tFl<xa(y1XCwhD)Qat+ruz?nG@Gx?2<CKNe!vPZnX~88V=>v
zO6Vi%PZZ7NSw{)A_#QEsFaGL60SRauJ>JYfn|*VkWht0yW#*Ahp$!CRVP`9+I6gp8
zJyt@Lduw*c<MQS&Mm%Sx9(3OvL|%c<chDHTvq2c6<_NiW3F)5C-2=Nipd2AQwTTpr
z-{A)I+LsISipp5IZDxX-GHfzUFqxHcvu+(RGVDZZINtB3(6?70z`F=r(gCA?$yYiR
zw2w~qr7ED06^ny@N>6HKF!h{k6{%_I>1=JI=6S2G;DJQyVByS7yY8Q_*G5fBPlGyC
zd&79*4pUE0h&=ZfT{`Tj!88wXy-@0-)!`%_thVlQRbh_dq|e~mT0Pd!5KH2$qP^fp
zF%QF`T7ikz<*B05jX>{O7=W4{mwu8s;u%fC@@s13NR(zkMjTX7xl$-O@|C;t+~)L_
zhb^kfJD}UAA$KNDZ%pvCQPo-9B#*^DE3@n*vv_z4#c#d0S60kd+Z5(%Gy7vmAs~Z;
z`W;kJgZ>N-GBs1WYFH0PgNDWt0t|r-E@Fg&pkvAy+5~?O$p7EX2h|g<qnVpxgA1%e
zFJTfr<>2!jjs$*Ln2TS34Fuv<+(54E2e%QW5u-Wx8@E&iZ@?N|@RlNj8<7)XjjiId
zE%Oj_WRp7yP$dw9Du&5sF)NS|$N{<~y=vJ#4wi&PG1ZBuDC3VQ|KYV=h@}szBgn38
z@BN@v*6Xb2+Es|Zk7g@yg7lfXEtjdBnimK7wS0FW443KL-|Ld^&vbH4eM9xt&z3oH
z2KLa(80+y{>x-rxDf#r{p89p}sQwreTe=cxW52h^yr_rXS%{cjKt};B81cCtV7dd;
z@t4zX6HdYQM498LUBbbuM)+^Kq`@189&Y?Lmz-8xcg^=#(QxyuUYqWx@(}MYP>tPx
z>`dXZpTi8%1qC%{!<9!1@cCS9*4po_mQLumj|}89Mr0+n|NPct#u7aSmOfLI<rz@a
z-V0w?4F)RQE3ml2@n)7GCQ9Nsa`)wScJQ7>DC#9lrz%{d?mqSWtbYbe921^0b<?C&
zdh@3W9$MO5{jRVeZ6csma{2$1ki-CohS9?&EYQimDz({KyV-AhmHb21T*kHjv?j>9
zPmehh-Kvhv4La%2TOTeX)rSD;Iixj|)4FJV4*?o!;9$!SJL*jS{P(>%g6_Av-#m+Z
zLX_!^&c^C2^*TXqx%QG4!x(jIaJ?29)x64Su$Kyqo8LsW;5`WADq(B}TabO70}`mu
zyIEUm2txzmWyFD}*{RGQ$zHQ>+*UqE6j$oRCr%j_mR5wbHKhR}i5Xl{6Bb|JD#oq0
zKj~SHtCkIm`RCQEzt3VYCy1C5%ygd4AyRj#FLO;tGRZbnjPJURvW;G;>*XV(4y)gD
z1-kPT`%QIP7v9%q$dSL!!c^?-=QDkKnX{jrF4@O-@@&Zo<7&ApB2-^aCy|XY%*EB#
zmQ_rZOGRtrkJdS=+gi(+*o!8Ei!}F$TJFk4J*@~(F7bOT0&+Y@4Z`jtNCU3vob|94
ze$%{vk+S^lo5jko;q|+h@YR{5c_-7P+3Kf0Fz1U8j3|E~V!WJj5xu}0Z)tiD7P;3n
zBiCZpG`;!mwSCF1&;~T`Oq!BClJn`igFLL@#V-Q4y;b|7d)1G@2Zo@HF|BKX_;7QY
z)Xc0Ulh10h=&4^(jx~NII+UxiOu)*pRZ+RILDrj7RU!E%65*w=ujI7?_J4LakUOwd
z5QHZN6BWWQJO5G-3^MZ?7qKR0sjjscAGDYCT+QE^?HYM$D3>y?JF+Znvq#c?D%&KW
ziZW$m*Nmr`XWh2DMt*{LzfSM8nyK8{lk{+^yX@4-`yDA4kLZDYkK(%eWsg>QObXTA
z;K^1s`fIoSB!>(OhV)p2EMoa%GL^Ab2fKAEOF#eQ2j^ySw4*)Z59G}&F%&+W#w|2j
z-|zYGt<wxKij4D+GNzUq4#(!Fnl3U69R>H`aSDYZCrTO{=X)KuzNR-L5)P{*MyY(+
z?q(BDEBb@wTc9(bjoJ7+N4=KyR+9yHStjXb*5WrOBStE1%4R}#BMgDzXlvPN+<;x?
z@YB7Xv84<r>SswIupI_9G&1rwJNHI)<{$b<b@gp@rzW{4u+@K}?oFfJZB49|zv4d4
zr)+U-&GapfywU1@FSr+B6aIoCo4?*^uIum5S5AIi%JdyCz5cUfK3MkCskhuEmt<Dj
zd+J}GF-^a@6H(lLS*9<-^|~Xzj0AYXHH%eJv81v6yzfZ)qG~{K6-^43{nhqkGJSc`
zSZKFJ%eNb_4*`h=7WnLCtaa=mF%PYc`PhA3X00W6HEV$w126NV>csm`W20!UY5icQ
zS@rd@xk{2<yS2>m`r~d61I|7t_9MJ|_@T~avN;Mf+!!txEuWufwp;nu;l~f;-a<@t
z^h=>3@vu^czwQrJ?y{@5sN!^6mEpo~bYezaWLF1zKi;z;=P6I2Yw5PNhD8@_t(t1W
zJ~E<|EVvK(&K_=%4bu99iC`bHB{aV_0v@WSDO{<>hq3&kodP&O&%KOX{x?0Rh$C-h
z-E7F3yxvA-<|8ImYtp%1TOEhPmG7)&u-150&32_X^9AkYTC+Qj8_2j_kalEiDVrPm
zLA?Y8U1&lzIU7w6({JuVoLSH}n%iu>Ib7kjfPq4pB-Z)HuoV>UE(Hcn{zKfth>LTD
zrDpk2i)Mlytwa2Wsuo7mZ}J6kORZVPuH+1|&pFo%)vMuqx!qQzSTKW+HL?sGACUh=
z5Rs^JaxaETf7a&O+K6^%XV+nk7KS@Vp=0#AI9L$*2=B{9qL;BihW35;jkL?_KSk4<
z&pr2`9<15TI&kRlVeazT50_^OOou(@`cFgu$X_avyV+GQ{}9i0B`n;oFn5W4{KZ}q
zoB?ub<b9ZKJ)`F@OR@;>%bUhq`*R&8hd+I1Cf+nsKG$hg2njqEZG?y7<Dhg%J@-~)
z#J?=NVOtkB^Y(woWpLO5*Qp-Oh|reeO4{Ay5=`?O<D3ztZyp%a$QMDeHqFQ)!2SHq
zP5CucyRSaS-<~M#c$c{0BfIu!x^MYcb-WU8v)-bTxoT;_>u_`MN3AbcJeIA8LeK@!
z))Ndk6(Qv3=NE1_Ev!`U&wO*-gP5DETs~z~#WK~MJ$)}3L3|f)yn4GiEHoPokTNE{
z`MPaS>$lD`r}LfXPu>H&+$AbnC^lO$uC&Wz4E9mN?DF6uQ3ovMZWvujZy`vt+uN(v
z&2me#3{g_K1=l>s<8TI#`WzG)`G84FA)El^el83v*>AD(UJxY4dkDQK@_c^4G$dHM
zjQge$bZDxd*tW*e@1L)x--Mt4x<;px-U&!PxgoXO*#T|?{&;2kkGJAQxFm6e6#C`<
zyvLF(hAAHXDC;s#7%x3(nUyn92zvwaq=;n&#Yy@~w(ybfBwC6VMiX07TeGYe#+(SI
z>0X$0JR_q1AV7;1p^0FM&t!BFI5}g8jtUx`rJ#b9-8tMLl5>4grGYLNy)4hq;qqVg
z8SK`d8FM=4#qG1^_AlY0|HdlpqS+*%-0TbGW;Rt0`VCi81e5r6yWV&3{Uglt2g1vE
zk40JsUoBefYuT0eZr<6r**DALLB*`oPH{XozR=pJee(7QwUy%G_{28TRU#c&QGfD8
zQb?c@Hz}etFt}3|+cVBgSd6h9yFSx5=qOoise>(>8e0sswX)VREfY7*TpT-UP#Ck{
z>7s8maqjFKP8ctK2Sc2IEi1fFwwb?*w~lWRRXt=7RA{~2vsP+A+Gv?lHMn+Z(5*5o
zR&l0J+kvu~-)d9tg;}-H!42jE>Cph4667OKM7=z7nxj)4B$Or`X4_^RF?gDrFb})7
zjeb?C>YP^39lfOI1>DmsxUl8b_oTu&sWQ^V((JuR0`EWiO9SpQ8{M*(SFaX_rHvVs
zW@pE&;zj3YYCQm)_i{RR9-i+tRfEcFvu4DC0BKWgOWyr0e(vHPxWSU6%WC8PT9zYY
zOIF+;jms?-m63!%xF*T{YDW1Kg_fP0=U&}&5`5pi<$RBP^O2>F5H+Kw{7arcvbpVj
zb?rIvb8Z%|>?=LD+?pv@%$r;xiItC37+M}Nbk6Q$aN^74c4jx^dox3Wv|9pQ?5L=U
z=M4EL4`OS3)?D8$jGd7gV#H?^dD7Y*2CU0>?LykD12kEyEho*BhHUG~DpCfImT#td
z3QU#SUj5*yvWLahBn*lGFB)GQur@Uxe?%7Pvl_r!zS4BB<Sr6dFs`WZ6p9<jv9zzf
zM_t{A1d8$JPh^%m?ImQ3FRY|DP1(g4pL;y`qH;04WSyN<UayKDx?xn|%niozV2Y>S
zbo|4xufAiP=b$a7=i!FMi1T5Yq2lPUmQ;cf&oWMgXS!f;j9L&Q)M{Z;;8YcpWwDZY
z^*YABSH2S-o$<GOuXUJA<_^j>oa5?UbhorU-!*3rC}21x#`xl|aWI-|HQ36Pw`&dO
zb7rXaEm!+4nphL&&Z55`jS-6rEd?U7rhxr4`+1<~yrnALAmzDcdGY!c1<NoXZ<u=e
z3YBW7r$>ZkJhjQ1Z1-kXOa-ZnI}m@lNCiz9XI$OfKER>{o;2r{mX^Qr|GN8T{PfJA
zTa_0kX`^f}lGZ`58C>c6=xNh3JrD!8Lrw_u=kq3yi7~hgJ!rQ2rY<Xs&9W<B-xNdk
zAl}bo;^SZD3@ogsHz(|sh&tsc5z<^5QNj+BQ2X+E<8+V4l<#YCuRAvPjcfr%y{Rf?
zht9Z#ychJ@-PFIBJ|C+(W~aX@f&qG3)&?DS<b7Woz*_s+r?AuPBNDeq`3et!w?FgQ
z9=aUOTz3y3Vt^M;DCP@)dDZt1gRdD8i%GU)hGXUcq7s2z70MBE8@yduT4HA61jk{5
zWjDp=zx#yL?c<T+aXiQL27R>kefexIE*{_dmmgsdRvvT9w=iNv5C;nyWj-?M8-L3&
zVS;^*?TWk@`c&LDd)ObwslF)Hz+V>il!TH>B>n(LcU=p(XtN7)6;_8WZDHdXt}g-;
zJ7`cUN{}V<=d&Hqx6gDvB#L@PykrHqfge0A_ur3tND?utAkvDFcsB>Br8YIqh|fsD
zUy0<*OtKfb9()+*N=u?cp2773GCm$>TSk3A%2}5<3P9<0Brx&52fH*Q<hdWr*mN}>
z&kCb<!I!Mz8TWz*?j#uB-cQ10c478H>*V0=QU`&9$1k(pd>fc7_}s+`gC(0E>>}T>
zzX)jM-|bbFoP6IkPnwf?O<(52+fkwD-q*g~5_>Ef^}MhBgF-&0K1ySuFp46*L(PZ+
z%E^^Ku$Y)V<8l47GTCBBZ3mq{twVjJt>gel9c=ni^|q9u^ezZRP6%`$sIF17Y~QWH
zdDXd&MxtZ(EbyxZ7*NmYLE3Gy$iypH5v1aGm@0P8ot#QLA_WdgOzs@hXpEza<AcIp
zcm|35>4r1&HAmHw1%1R?2!O`-+U&U(e~d>?Au<cCKB%av)WDiJZ!QMk1ORP{E{Z3b
z0qAn<i@6R*U{zGIgE;$F|ID{6Vb$&agldAg<;6dxb@7)UqE(oRi=v{3`*G7ZjQ03B
zcGR^EfUQaWqu;hmVRAp{hgso08c4=k%#r<cXJdIY`g82Id<OqbHl6PbQ%e=}x%Q7X
zOz#ll_1~!K?)THBbu6~p;P6>gQ4<Ta(o%6ztcdp@XGSfg5}nCyPmKu#a(zF6h`v$N
z%}9lFojm7)j=n3mUo^%^yv3>VykiBy#vN64R)yh7+2EsUcj8K!3?}LavN~Mo%IxwG
z9f7Y_hw&N?6c0OsIIF!;!DkgQDg21>LXeM-J35Z$nwrC!T7HGc_BK9huED1e_lBtu
z$|h`Q;iG<#<zKL7V{$yGjRxNa9yDXP%Znx)E3+N~+t)m=YJ|LR8(2tO?{^6rAq9fS
zXgX*rBFEvfn5}D?-FIXxsJJvo{5Y5xSgg3d^uHV-q9Hg5z!ytH89GXJYMyyQ!7`MF
z&g55rV=KckZ!t=l)}pH-z&W7i|F^p&2>L~BXXmv?{Y5;E><*vZ_k)u;VlE$6?)UZv
z3>dsGv~xY_)beM3Q&xYM_85fy(NwVe%&^Kym$0)lur>MJUnwbPhxxhJshwtRim8j)
z>jOC?X~GW>uoBcz$v<N}&&q>Om*R;lkf@}Rl)$2bbr-WKmHLi^ocs?qQpF?}`i0N5
z+&^6yQxo|IXpiuD<8pN2K>dza*iw5MMd^o_6VV*zMbmI?z%b;h;05ddQ3VA*+477*
z><~D}VTtvhU66+`f^G;p_Gx}3IqJ8d&!Q3|4~2IVr;2V+cIQX2#;lU&D|Jgt*T|Zd
zuQ5YSeHX3Yt!7<BC4;%gaw?s4t*)2?F6~oFN_SlxZYI!VeY8U};>wHl)>IY|#_a>?
z9+Zs_U2YF*JS2nw9#7KOG7X3c0WPnN^#A^G0_wiJju1ksz5hgWAU27qZXHu%e7$A_
zEG~oh1++l??xM8lVR$w=*keQJUgD~Sm6Z)F(YCfBzfY!XnJ=0pUigb{7z}YEAtua>
zGHZa%;YvFW0pf1t$+=;)({Ei8QbY|%%F%>cZMN`1<88HBEnDWTy-(ks<soqH@ZQV-
z@NPgpneej6wnFmcNhqkEvO5E3y#<muq?S6g+60ue9a&S^1~RVs(wnkJyp~$G4uz!#
zrb2q@efX!F4!jdX@^aXSaDGRnKCQrO>+`2+mEzj|50~{`q4U*r%=_YBRNsawLEn;f
zGP{Ns_+<{Wnk*$c|A^vAp<n6jwmH}gTs|!6^k+V0lx!`-EhKGywR}1@DE%fZV9h?d
z{FI^bA}A^@KfReZnFG72j0)YjWO6rp%(mpdPBxs1s8Pc^^TFNhsogpCEv*&vZ<~pb
zqe3XZRx{iQZUU)x4+=W(Z;;IbyIDD&Oa3)lW<Goq*IKi8u=t!KDETi2deX{fP|pQ{
zWbG^dy<ig4Y{}}oPn$2Qf@EEYIr||D@G@<$mbEL`%%h>O(!h7cQ=8vDkvVZSj&oi*
z0!9*Vf#yIi2X3#lsI)Y^;IxWS9SrVyoD?%zpZv7x!>U+VD&Qy%Hx<~HS9j-&!dx5b
zY^NDRHkz`TVJpuU-Es2_49U4}bPz!v96@JSFBAleryMK8$-af#{#W#vvuf;W=y3%F
zmmPPgJ9O#9FuF;vPP`2!+DQEd7w|WGJSb)ol-1q~-kShb__X1#R#VGb!E5Y1<`*@t
z-BT_)#^s5d^~kUubnTt0TU@L=R-YeS>;^t9Ng;B#xS+>ZrLuz&V;8%fiMq0o_<YOg
zG84wEzNf{PK3*2ZheX5|{%!2kTGui^b|RxoJo{N%d9JD#7_G#%9a%w<x&~Ldm;^5x
z^xx%-8UbM9GX5tN`X|oZV_CXB$d|F6^)ZhR>_sBq&eiDAP%dcG)gLR_CLvLAZX@R-
z@T7%UZTUAkU>pSiRF>2SHw|1&?L%xImY~$jtGQ0Co?4?V3k$NyUvtekLQTYMtRG`J
zR*S3||4`xf7I<|)K?%MKD?L`ltGf2Tx;|lbyO%*zh-fOjO~?eomOq2O!xWB9F&T%E
zTHuK&3xVa~I{KzTIWemQE9l9*Td*%bL22Pj%K9D+!n?O}@Wk;p?TN}#w589TW=!25
zs1_p`xPimmmGi@ZA+m&s6JibIpE7+1cOvQ*L;+s5cg%p5u<QP(P@)4AJ@(r-p8Jd8
z_~0p7=X=_j&2Y=-d-SjHBS_z2bNP@<bADZu;J80N)&kVD!s(_Np}`By^e>wS-3=d=
ztZcAxo3uw*ELkal7=8jl_FtPvmyl6%&<dMLnJTw83@R)&8FAEwuOQ1=Z!LOx@W;C@
zOhP3&urrzI%O(wWp%$V#Zwzt}{aNE(hRbI|nH9|dDm|M0fg2BYTnNmv-+{0heG#yH
z$7LSHunUo!w*en!TSl9jU&(9*zTior!FkU)g5gMy$^3@%H*pS>Z$$QQqm!%HCr_ki
ztG0fCoW6ARxXT#3cJGmgr%wKx?jI)3>x;0!gzGIM#V44-jc^#W)h~b2v0pO+f~ho}
zgiBz0E66z`H}xOAfN&04bdGMQ$rm6^m&CQE2%hp28WKHfQfhy85Q0*QAov7VTRZa3
zyS+MkHZs%814)Jk!MKYMSRE`zmP&hzJaDnD<kHS$hEC~K8K$10U&Zt9ID~?glSSr|
zay;!3<e=4!Yx3GuFq`F%J@$-MWiz)I=T++rNyYQdWx`PJ2)MAHC85;H-ds*cwp(ft
zU9+}|$)Kb2&xPDUnRgZbkLU2kmS2X~h*?D~FPi-<L3(3$AXm4Zqwuf9XrhgK9A*zv
zJ<)D{$o19<c<zU{)YNK%qbkyy*&_chRdMz7`T@I`DEtjmLQVUN{((NvHbW&r!y{DB
zQdziVE_UeYr)ffQ?OSVN2=Hy`&3-Ru^|S~$bbp>Cup&7gH<QuA!=3j5mb;pQ8XuR?
z4p0aftHNow&kT885OnLXnJ?mR4QkY?b90?jT}ihpRMX`dcj|lcu>*Z+A9(4su!<bu
zEs+asJn^3-Dz|7#!#~4%-U}uRfiB+htmPRV4lrgCl3J{ZA1v!?%J_c)g=Y}|LC-($
zEZm<+zsP0OX%yMGDRY<`c@V}&k}YgrM#Sakj<3!-_E)KXI1G$z+dencL#iK3wY|f-
zYSSNA`v0_bB~VRWX&AIx6>1GAYem7rq=IaMAWB&(Xhp*wAc)`sQX(LRAd4&oK@=EJ
zHizAXVM#)S7_bS8r4rg8M3E3dmdX;A$Swp3$owzN>DW&1IdEQ*m-lY|_4~hj-@UNx
z(F~sod|%5zX71TEM#e8&^1&=1^M7#bV{4MCkfP@hoc;Esf=_S#yg-je2&^5RrG5VK
zJ;r@oHB;M$>JldjTLE-SH*R=g%1|#S9WoQR?n5G(*Om3acX3=leEiec(qC|g{w3D*
z)PKPSQvAhWoZwd<AfoJ!x!3gVMxl_Z^QjEnURi#PU)WR_Jwz;P8NCI2sG>hkr`9X%
zVTc2TI6<V{5Hr#l>`IQQiOTY;GvoSlmwCX!a*s?V3i{UeBi^zPs65ExWtZ~`5=E2B
zlRzF^Dokv3i885J`#s*CqHTlZhOgBTpDJ<^|K^%60`JlP&laG}84|;c3^r@*7Px@z
zxIQ1AsEG^e$_+@W@dye4nyLWFZ|Kj~-AiAuQXlZ_QKF&;iR%}%w5u>NNhjRCcKU^^
z*wN#~j$9Os#2^_)$fr4?qZs;pUkr56`CM2Hb6@I;0a0-`^G|96S4MxeelJ?kpx7<P
z^-Zq+HO=q5E6%s=UB;%Ux78Ehdsw@B*5ftmgGWx)3UWM8BT!%`w)jwT%Jci2w!^~6
z%Bhmi)zr>=&nGSpjI22h+y*p-iJT|(CsCqjQWl%3QD#0N?{7sfifUMT%}$Ql^T|iP
z6-^jVK6S1HWQDATt%qa;phjKC5nFmJR{{&I_+BQ<2zx|!$BwP6a0)Y?Dj{k%ie8)=
z=yY$8vo(uE7ew@wmtwPvwa0YVmL>{sMT!=hKXfn_-yEPKLks50-O`o`K)NPXzE4y~
z{(^oJMC&17!CbzNIm{b;I#?)+LTP5{+!}7l)~Fa=6G3NnqGm_aXC5MyW&Oxa7$RBw
zZu~CXd-?`E2eRTR`boi)sm9_}B+f-ojEGs@;B#G7O+ib!YyMiE^#-ulYXKwgms&x$
z4r`xTlv=rFY9dikKGS&6_Jjx6>dpdPDShNb4Gk>o`E#~qWRfg+(+hPfEIICGA_tkM
zSbJEJMze(}J5#$6a&)Tqs>MpLN8l~b#U)1vnC2=G?^4F~qjy-@!6R~K6xZW=kds<t
zv?{E64njS;GEGNFQFJD?chx*^b*itBkvwbSD(bql48>jM3ay*thkG)5iI{S)=4=$^
z%)F=}1F5tVUINCm(~2c)#F8&9G9es9FehPw%dNwQuuq<sIy}qSJi_dc{u%-1(%*=o
z2p~eVme{V~C|>Lua8UGEZ2oYxGYc^&Xfcg4KK3}6d08;eSh6Kmp5v|*KuHuJq~Bb1
z8?BQI_b?K=`qtHTlEQB<)Wao45kpwM@0{jH31~Z7vlQA{c}_Rk5Ev^n0+X6D&d_|T
zBB;S~@GdPyg3DP0*D^1u&Ic3xU-cOQCjm2BWhIboj77bhg4>sErMadpZ!5(f5LLBt
z7#dTIS{|j~RZAwew^|?=TCEAUrF8EJxf;O4wY;=ONyIFKb6M2BEM0s&2HVnD%X8zD
z?ZLZz*SR#&cY#E3_sHcY=uztfCSOnH1o#CybFTN>l#F0`9$o2&G9hAnc1u@zrC8V#
zd^`NKG;jPs^q@1A{>5t@A<EhrnjO@fW-AF66!UA>Fm3+VLyUwI)c_6?YzV*FnPJy{
z%3ZiZi7l@c8GMUZofsXL{N9LnZSFmvAmCiS21CNwc{-z-8;Rq#Pl(<R3AwEiV+)Zr
z%O0@1`ra)x*T+jY)aJd)d9#)|Atd@TY9W}A$|uZK>^deXk^FCd+C!eEx5?IQhXe(w
zt>fX&Ldz+~FO!y+k};FCv>p15^*GROmTpo(Zs3W`YaX5D<bW;F{Ix0Ap=iKY`pae1
z*9Myp#BJYSh0QAtUC_mEXLqlvjLg+jATI9R1e7)}^;wy7?$3OJ(pp#O?hUYKh)H^R
ze$Qj_;(kUgHa4ZITbhqL54$h7KLB$JpkO!B-PH{WosV(H`M-SZNToA9&0MtR1$|O=
zRA=bSlh;q9+tG@A;gSCCBU`J+qk;I`y9qebGJf6T9O0w#RPTJ=ID^G?ZY9x7Ji;>R
z$6e-3X)H#VHB)%UsFT9)AGU<q3Pop>TzW3X+vivG{ASV+b-MG-^*Cxr1nl(O%KITQ
zOgQF^ep4HW>m$te*$`}g<1gpHQ{gcg`{_7J7Gulp3u&r1<znX2XN5ji^1#~ouMQav
zv>Qc1(AM3Nt8Hu=z?f`AidfwnPZTeDeWoh5d-EFP1^eZ=woaNdO9-G1niX(vMG2<U
z-&n3%l|sISw%H0e7DH+g8=g(Zx^p>!py<%fp!*OWK5%*_@edi3?CKE%KXDy$R1nGp
zPFA8$9pU6+ABDVg=yYX@f@co`PKju>a3T?Ko9x3b<bMROmTm(vKhs4yfIHwes6#Pr
z+NfoXqq^9;WkNJr&D{U1%met$q+42l)}&XS6h_AN_FP5ygCf^ioUG48A=eLi<pohN
zxfUaAVu$zoo%$8N`-9<ThgK?-H>q61sa)<+NRJ<~b(8LNYG2N=RmhZ2fZrCEE^plW
zk7U2?^v^(-x(W*~VpVqF;C_d<Qb3QUKp{}VkWuWSuX5gQ_MvZkp#(y@eLUCVWC@H%
zkkiV!eb}&(YNl=HY7Ui#gK)CBL@$HgEl-*m0d8lKcRhbv{H6n>&a$K;;~P3dm3O}Y
zSW+D|s~j|@Y*xUKR!BT8pQmEvaqXOV(9E)18pH?9&Q)AF!qGMxB>O`%KPN7k;RsD`
zDwB#i3#$#wfN8?wbXVWZ_z?+{h7^Q41NF@CMMGRTaVYm~q`wn5|16P&S2FbM_ag^^
zj%tYTnbf`)4-Ayz$e^P?Q;pfX_7Wpb4^|?jT?L+K1`@dT1ev|(<-6sd@c+XW8an;~
zIh;+}M_L7AN~0dGJ-O@RaJ=t47eJwTG*E<d9SWFTswY5TxE870ss)Z89Vyy$LlJ(F
zwSyGaPv!@~wXWp2*cg89MEQ%Rq{7LEJ7j!88A@S4zP{dA%D1yA0x86u;{a)l)KeMh
zFCpc(%ZgE<Nvr=x8g7$M3aGUSP;N1V<|rRdIqL#3g;YBG2cJlXE=Xf8pfl+@*g+13
zg+r*~cfc1)V~VjPu7kWqkThY@;R80>ib|DjeWwCaqRprGC))Hc&Oi-w_LU1}S6%&s
zH^D!T1-&N9BLq*3>Z8`ZAWmqIW*!(+b#IWfQp9>g-}krrOC~)p2NN1K1HRdz<5_7b
zQBvaBW3-=_m^Caq^+!7DgbZii;7wn|2OPggzgq5$f5yVkP2vrq%UWl!$_@OixRk+F
z1-#0Xk2K^FW4K@z{U(-lg*4+zs;jALBQ>-sgS;8pfY;&OdMcLMTvgB|u1WxOIN&Ia
zk3uBVcZkKd4J1Wu)H;c;|Iw+BIJX=5qT{2zn$#>cE+kR!VqggI_eJi*l;5iuV8jW>
z>$qNXm0Dq%EV2gt=#M*m^s3~l8Zu#=UxNLxx4<o|*+dbpB4?dzF?tty*E$vX-;P2w
z1Pw80Ys}zTx4Antvus2t=#tt@7qOtCyACGZL3D;K@<u#PVLO-T!h+yZNF;k+AR;~i
zd#$aH_BW{}s&Xt{=#mmwo>B@|tj{d7QcJWqZa)8dQ%Un_p2s~gU|65~0Jr^9p8sD@
z#9jJZ*ZMoq02x2#{7(b72`~rYren5+<Y`O=P;#&aSKfSJXLDfQ+KO>#X%=JWD6>Db
yX$%<+_B!G0N6&GCD2cTAPi<t~!9Rf_oogE-EbgK-RU}f7lfSpZ9ILSOiv15$SrF6!

literal 0
HcmV?d00001

diff --git a/stats/output.txt b/stats/output.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1b6b1102100dc3f95412844280a5d086a78d165b
GIT binary patch
literal 271656
zcmdVDX|E>5mG8S>x76RE-ZkgN1v41qmSqVr?sm5aZ0NS`)s;%rTy{;T21EJie)V(i
z`sKeCkrA;XGctB&KHEY-k>uXb|5@`CEB?>_{_^Vi)w8R=UERNWdG-40vHkhs)vc@d
zum0bw@7_ImWzS#Ple_lMzuEtLZ9j4A>Q7g{y889iKVSWm{ki<>!>doOKDEC;y84Oz
z{i*%)*42ZnH}<>lPM^Ui-m*V`clE^ndS!op?@B-O@zu|+`1?cqxm#B+48h~8r}j6<
zz&QV@|6%_H-dk5cwZGoK`nmlaKlRGqyE}cWd-i7#CX|1$-*|8OuJ`TVx32D7y}kO^
z>1SRWnrHTmZ_WRCW`BBWZ{|PGH%O>Oi`Nr6-h~b?rr+*w@#L<3^QVjNJh1Qa#D2~{
z^Iz@1_+~tLZnP<B_djOeh)?*$DExuZ!1?eKqsC9Bzt*1oY~qdH(oeyMTUWoZ&wOd0
z{r3q2bbe~z?72OAJz=|JpK#l#_uT$MI$qoV`Oe<>rBU<4>61S)+_&ww@ICI?pG4i;
z_S4Vp&-bqK@9?qx%m?<9pACG6pPIy!-;*cT{SF`7@8vr@dWRhj@r|I%(}@av@BDiR
z$0sI>B_eb{fAw<*9$xo*ph@o;=KF^DzI_w4BgQ<Au>M}xqy0}O%(so&NDtc2pKm_u
zPbYb~Z4`cHn6aq;2)MD&$T_%wSfTdKk?T**uYmfYp+-KQnpWO3ODiqK%G|yBYbY}x
z-yrS$%&hi%hV)K|^wy0*iYJ#fbjseI{CWDXIsHpb{lx702Sc{~Q}gMi-NZ*+$G&`I
z)<qKUUi$Xc_mkW|GC9J&%k#go|H5wa&4@ipp9QXujDI)9ZhmAO`f$<-MRRy(tUbDM
z-~RN<z8Bh3a)<A6b9Cb4Nh5BX1-)-v$@Ti?BNzSG{npQhwBaYl-%=Z{8zFpbNMwV)
zGduLis2<7rho*<MCXP$~b@Ufm{mkV2g~>DeiLbrcl0kfqw<40ns>o`7XSg4mjy~HJ
z{r(by^_H(q(b(MD6Wfymy|nMPCm;6zCgh1oPLAFq`rC$|?CtKZ-y+tL>&U;p!&-EV
zmV7W2KSVwk-M<dzPmS_FpL`RtPyUz353$v`Nq&jC1X_?X+J6jb`OJI<Ua1fF&B<Ip
zGk^1*Ny^=;|7nrt<H^$3*5yN!t4~9pC_i~-t_|W(CK+GP0B;&@tYS|FI2I>T5!yR$
z`MLd0MO*8VeY5IgKR1a*wwJ17|47zRbpzEqs9-*sRRI+@tjEJ+a;5rMt?8qls{Kur
zS$VAiiJRAJYr8b+x%SqSrEdgp{2NjCrUJg-H=**sr_Q&(37Ltqf!7vc6UFgOs7lx0
z<|DJvb+tIQPPJUsPxh8Hs_*Yvq(%Lo??E4f%KI;a?{dq&_ej0`EUo$Ios}a`bI!b&
zzFCy7QN5t^P}6wq$=;m#Xo_EdF=-67i64wBFB^QhHOQBJGoF^ld~BMjI3;oBk;&O}
ztCvPPLw{{dL(cj>bPVyQ>HEz4RjR{N>r;KBwhBaJW7UmV|Mr$WuZgAa=QghXE~B33
zCyiWj|L@{aviqJR@~F5^vG;fJy3Tq8iVgd8(DTIpYX9#-6)@K!YE`P0P(^-iy>jX!
zk<5)+yx6Yn|J}S>v>u5vw{Ua4&?jc6=;!wNp_?65<5kp$>9GWS^AWzBW1;yj=ue*|
zpbk0mUCyxtKdqtzVo}d|_SF7!;sdCyJXGJ|iP^HHXaLT{QX`(7Ra0ukZ`6O0wO<%l
z=zTBe2siz^s4AQy8)WU?RPWnU($4WS)VT9p)Z=PuJxovCwwXEA4)`~dQADTzc;D13
zSUKOmvpI%1gBZ<J&#(~G^{FH#n~<iws3ttO`twWszj5R<>SNFNW>oW4BXtj(zGKwo
z9nT%k&@ZOKG=ri%j`<$u1T?L|42NbAHGvuF)F`jc`F1{sb=PVn^od`Yg?L~wH!=BJ
zlfQqwZ}jtb{Q8@HA1Yd^GAfrKLuV?5S{)UxrEfVJ`<=lz@&)oHO;~<sbs<F;tvSn4
z89XEQ<GUye^q4}vib>zM#wpEJ<Fo$JWbsq8gv5YeYnWSjk8FG9GU%m_<soOt;?L|`
zB8yDg<C$e4>7FtpL*4Hmjc=csM9Md#U(}H`&z5FA%Ws5!jm|yPo#gAxJ;d=l-w2CA
z1sQ$v3X3LJ%WuPkVbrmRqlY{{IivsL@kNRQ|6=hH@>YM7(ddHeY?LkUTP5O~%sXOO
zz?P*uHmCZ#(eH)*olabEs)Fhvy1iV%;ya91uwt1a%Vf3-o<4ln*;R)MzkO%&>2Y`J
zmQgg~TP~%sU98_};h4{Ior41#1aFAa__NNuK$9gboQV3#RJ|){64$D83dHaHV*30N
z3m%*^DxA!Tw2;1GiD8`!QHO*oNhy)<8)Z0Ch1FiBh+~NDRQ~<f@u{oXMx**1|KBHz
z;}a$OO6?LJ)ue8}J9|g8&nzfE5pj*k!zs440#(y;85dRA2PWTdO!pt{iYDgu5*p3|
z;w^Owu%-+h^AXCB^GEb-W6>O4nag}@*j^gCIWo?%q3>m^$aF`n$%#Wun#BHY2^m!<
zY*C5Czu{TZ^WhYMs@m{d!^260Cs)6pa=biia2jC~9i`+N50*bECl;7lk1ax*Mjshn
z<v)dvQ)NgMKQZT>fAYSQkW09fKl(`~d<y=yg^O;yV?5FhFuj3=q87`^kvqo6l7l}t
zET0+2a}MgPP#fdNc6O9`;JDA$rWElHXOD@1h)3pJL*IU4Saf<-pAB_5pVOmp@jFXc
zyw1ziJ2{E$!kdsr%qo`h8ckW}@1V1>CbV&J<{Eh-a=l~r`(Z{U=SgeIEYS_TIU4?Z
ztMw*xL57GOsejKo=2*xI{Le?qGg%i?uHTz1zcf6GXCp*s*~*_z(wcgPUm7yb!?!vD
z=i#E8$tj8NtipQVPWr3v!@2l9>9tjw=;En5#TkNFvd5w~Z5x<Nzn--9tnUm4zj2gn
z+o_{me12MePj1!LfG2GVshZ6s<65407KOaJNe=`)`*-^{9XM%R+_yT*+u{w7ZN(;E
znYDZ{X`S!ANU_wMr$k%$w+|~D+7rFB-dW-)-X44Y>gp?_oks=ttgA_PGslKcMo-G<
zfXJe4@jslr_VyUqD^VUtwc<O)oi#3^hd3e;R^j@2BbsQ@j95rE%W<v6ceO2wJaMdz
za|@=QYU4ud6c4Mu!<%#dIfuq9D(4;jH@H{l$r2vu#0h?NgQTN#L@mxy*N&}aq6gKB
zn7d1eG*wDJhs>N#6;T6IaV=V%5u20A=)6vTI_kHEvfOz<{Do%J-=2O*$)Q}Tki>0q
zF?=BU?3+$I$F_n=d{l?dcc4Vna(bL4^NL7a=I640JtSm3{u`uydeWA4bg!>k7gtU6
zX|CzH9ASy-pW?|99wJc1=;{*3)Hx$}Kz@*FKe-wq8I56TO7Wykm(NU^*Si30gsL|?
z9pgvn@spYRgo)1Mzntb4$RJ)cyvjM8!(S)PwPL*3Gpxz<Hs0Z-+@B!VOIwZ3$%#2{
zgWmfD%{}vQZ>GLRS?3`#V&<@<Q?z-jqze8gw?)g531=NZMN~penPc(abdJ7(1y3v4
z{+(f2-lBqMc7$zPSW>8^mn|zmy&I|S^Rnkqin<f=Bpm~&^sUJ^^F5cdl_1hIgeEVs
zMXi2VDc3EI^jL&8*RYc8^P@(uc__B)F(trOLAuSCu1Qg^!@n$34C(8Y;hbVIo!b=C
zo|iilT~h6dxRkCCneRM@{lqdyJas#+B@TYyezG-#)k5NXL)=m_MMUh4q(>4y8b8KV
zZKKjmfTnJrTYU1yB>eHTvoS(-jwSfixP#5SIhFt_5x>o)dfk>sJgj4u`bjP0JZbSz
z(}T}Vp0EPi2tYlG(^l+a;u$d%(*{g}J~aNa?M|D7_U+AXlRj#(>Jz&~n_E}v9@^-M
zj+Q=gEnDYjYs!MJO-IdeD?g`#4wW>w5__SDzcB@J8&+fINedTIII#>_Co|-a?9H`p
zuKK()A_>r8?^P?K=Qxkv+4l-P<CFBD9K%@u6i=2Y*c<JT_0+$;hpX{BZA^ZGnqH*(
z?z|gW-SyfO(jI?)E_uAuMx^?uW?6+OLeuhm^(XZ_X`xY-7%bZT>r=N8qI2j2B07<I
z#q4r;h@glE^O{tI=Nzw%^gy4vkBrc?>fb%mQoqxZpP!pmA_px0e?kOR=$LTwKacl_
z`)eDW>sR}o@)LcUjVgyD>YE=K<y(w>2^ZF})%8Q)p%fGq{coA%y>C7l>dl|jR*3JM
z)6L&$qahx5zQuM?ReWN^@{A?_XBiQ7#Q2>yBDm(YskQiB{WRH%9Lf5YF=i^ZQY&?l
zwMm_msj(M1ry?X9+0(Nf_5F3{k0)*JAx)YsSL_sVkT{R2AWbU8JD*4KZsjO=wS70u
zbK(WDtI2w~Z1L}0FI~g*#?~5A+Q?6>T7B;OrtLnFONB<d!0wv+hKfj;KQS+~UWM43
zic~!`@sjR^pu0v!d-q4&+#umq?^l*r^8fsVTsmLd(wlwh+lN>)oU()45yuv8R3iEi
zGd<^)dmCcvFqc4#-zT?{Jjc4VZ!XYBNpN|cpPyLj8@K&Ut7@L40Dlw9w))lUdd1!}
zydyJSZyS}Ya<=oj_NkYKI?1No>S+VpWvme=+0pFz8DuKm)N82W<`qG4n5em|XV5hh
zHx-dZlx@A!%VDOZ-E!iER6CkmN@}6HZAW+K%;jrcuc@rn9vz?Ak8mF8#}T72ar!&<
z#tCyo!>ISX4dHrB>wFwLSp#bS4RepriD>-eW0SSF=Jj-Ui+gh-Xie}ioh{y~_Dgk;
zdJ{f9pULu1p?cweo`0gAZGEza6WJ$2Ntp7j3j93PvDS&{GpUN_hN?MQ;w1L0JTkdn
z!ip@%HhGk?#AbLnohny9)Fl89fS>S9_?koK+z$6VKx0tXo^c#y>`!&}eF>%Z)g;PM
z0~N~LTIxQHkL>(zotws=J*O+yD3@x@MXuqKC(Ws-7)Y6itWtTRRa871sj4(FCE+;H
z@e*p$r?mC4-Hff$oZ_-v>-5zbt~qMY<4Wm-7t!qJI`{d>ocn#~@GAJoIXe1!WKZ$7
zJ7S{xvr5^Eta@t_Vp+@S$zqe{2(eGtgk_{yqndK{lk(eeR$_#f)Ya&;&5^dOP>gNe
zdbTRqYf^|8Cts+sQN!2FDSH#*8#$<<Mdzy5xlY}1gqEBR!EZ)*i8ncW9r<^r9-^Mx
zI#RmoV@S0zE<)-Ne68nLvUP4pS`^Fg8vmJLA}{k(E%J}tEuhLr-6bSHimIeNsN;9m
zG5YSk<x~FbABfI|#gq|GJ*pc=2KDCmWW^qwPb1=6m$!(wr6uaK;hZr59UUjE;zNrj
z+1mBO?06}8qDHKfIi+GO^*ifaB@cVg5WTQ?3|qtbiCW&6+AQnzeE(h?W60dbXjcp|
zF0nX$GQ~X+1&NVkUshx2d9qGH=%Nj6OhjP$s1kBY29C!(?$L%`+V&t!lY*M#Afuso
z9!KHO<xCyH`zf>09aPk(wK)P>f)u{z`2sm6vD*hhJkUekTFdyUHClp{D1urM2(^Q%
z<}qg*^4{OE+5#@D4BAWN1vYjfJ2JM@;X^;Le{$+alHacGM4BB_b)8~Fzp6L;WKiBo
zqK5v-gzQ|)O!pBB1DgAGlTVJyDa60y*h6o)@2a(RoL=P3svV2E>6RhxrqY=xYG$o-
zrg4P4hPVC(JXz=OeBLCg<IO2~u2rE&oG6JsUblPa(hiAN#dg`AK*Musmm*T47Gf)A
z@Z+hzy{p~JIVa~zv308BE?Hry7Hi>Ax}aU|#PMrX!|I*KQLH|jNo4Kfdb_9v-=oS=
zY#nks#<X6xARr?*?}?DvpfQTB+`fT_gZ@3}m_AyMkcm9c^ZC%ttL)U%@eJymr|yq?
ze{l(X%)O3z|Jp9X?RDyDZiD>0H;TU$PHalw?M5FP6=PY?^`S>+)_p8>GDRvL6D)hO
z>(Q^4jvhX9?m<!BQe=ER{jIHKkN!eAc?;F`*<hsE^*d88$z%x?%Q%<B-iW8i$I9?o
zbL+%-ejAm0IrjIFU;1=RoLe$!zVF1tk}n3a=3jcwdojmROINRs)S9(sd%%Xr>%k_;
z9N~2Qjn=Ty%ac?>Urt$bV#lY&T6sBsvetqg3dTRRj#Awb^~AJsPqj%-Fw85xrS?!|
z!_(B-(_=T|ch=By_7Ix3a$sUXZi~itN6|nJ9mkRNNg}7YMtw_-jVJ3=)8_iMm=#?o
z_KGE`*3SG%jjhM;dCz8DgQ>Sf6Tx-VQgXSq(`21)ObM^W)5sik^E2Z@d<e+aBUX5{
zPNAq4R8mpztkI0V5p}-4I0kf@QIafe^T6W>WtW%Y7$G~?n;}J19@q5LX%%an{%^Zx
zHA*#A3!Ja`w5>I(xc74uUL>(EGT?6YGqKSNT%L<lZ5c0dW=Dp4yLQ4Xce1XF4h!Kj
zJeSio+rk_VJZ)RO>mqB<v@XZUAftk?B?lG-_MU}X!>Q?Drc3%eS!40Qn4O{HL%r1P
zOgj(0KCk2NwJwF~r+U^FcZlfR$I)?2mmVv)hKvpov};Glu64u&XXcO~LqFm^3~?v7
zW@xj5W1L%tHR_Dn6S_m#lbh&ob#5-{!B&4u_H$-LN(~TN!r^x9nLZm?W2|{caamKU
z%RWt?J&ukVR4KW{-Rn9ld)M}9*F{F{y+nq-^dKY0*zVKL%{bW70?uBa2B$_PFt*+6
zlw=|<>2lkrU7y!=t%}HY86jCUf1$l=IS~lYvnwDYDs6cV(Muhpu?T*|bAU>lih4W;
zaX@VwVoB2XanCo7ZGP%_tLI>T?!4GQv~&)0W@PCU@)(a}TCeK_Gs5d0O+1TvmGd*k
zQNPoJ42t!5v`e5<B(UbuE`toZjd-+k`AZ(&?=LPvNh11Qe{m-5RQK<T>Cde^;xUw;
zt;NV^*F=R(`Ps7nCqu(xOX5<swui&<J8QO%iAHo`jb`+HqBA)0rwYIO**ZSv8?GbM
zo}o26Cz_q<xx~*N?WBKNb94O38qL^*w<Y5~mulLulWV~GEH(K=eZIP{qY_K!Iu*5<
za#<&sxMg<w%-B=?|DMRCjV`9iTw|loE_u%y-F(Z$vc@t?!mM&lw{>J=xi(rs4Qwnj
zIa5c{{mjhMXxeKno4rm?IkrUWeCCAd*7&LBcl_ydNo;BPIzpXE*0enH7VD=Wm=3;<
zWR6t^s1qwY%k5%5cSyuSre14E{iLR9EWv9uqzA6a>U38m^^2twL?F~;A3m~-Vrpdd
zllc3rV`VC3sWOiRU~WYxCC)`gH+*gWf~|I(j6auZI(M~JWzk8=4@^7Gq?`6itkDfb
z@O8|(j7l5x^U3~gtpLf+jL@>y7oMzX2laxU-hmLs(YpShNAxj{`ki%T+Ty<6jdW^J
zi;THee|r8T{;73@eo_Lv=l6+W2eq$-_?0a#?d|SZ?lI|%sl1Mu9&c}kK1$6oY<!y6
z{MKrbwLgtNa}O?a`k#ERoNvY_gEM(!$shKH=-;K%^`ggm$5wQWt7P9$ZaKCF4-*eH
z?P{zwHDmPa$nf>+*)aI)+kjj9n{uw!-v{*T$b8z19ca1EwokXyLybQ#$5hiVezJ~|
zjU($77=3yVA7dOf`ZZ+q$hX!>&!rvlOH@@z`l@fuKZ$4kzg%C(pRCi4szr|##y><m
zaeA=DzIq*7sTXBTAJOm3)05CnG1hVohHN9gYr4nd#_udsj~a*0i7RHQDMfS_|K?f)
zd!DT0(S(D?P~TgI7M-cb{^I9qD<4ZyjxFv<uVM4kIAj>wu$I#c&%tC;O|Nx3SMTdl
ze!PxJ)|M`n-|o$yb*hQGqjQYV0eL*HXG>(E+BaLE*iyx|jvAGaiBG9l&|^2^ch)JV
zoD5p&E{Sw&kE77PYktO`sJEA`@fs?)?)~kh$tXVST+O7HgRBv=>AYOpToZBgY;>IW
zV6KO4(wvu?Z`R52wX4bNoF3Ivtd%OZuBBjH+URr%*-NvksbZVBOh&<8Om5zzN>HBh
z65>(M8r#S<ec{}kc0s$x*jm4kG&uHU?bTb$?<^zsvpBuyilePDF{N^BwO_<$tzlDT
zWqyYf5=y0jT~O5Sqb+W5Ji^&yCFAe1hLhXWa&79zd7kIfJ<eXoWl#L`Y2W^Bvr*ct
z75PEze@_fkQ+JG(+7UgE9}+rFqTZgYRF4ewWxqA<_{p*iuyebV0qPrUMJ%aGTt-!O
zgsSyU4()VUMu#268_lVzKjS%bZ-gHot(DjDFZOUv&xyuLbi`&l2k&=5lqh9iVj0VA
zPtDKzr`Az21xp=kPD6bAbK3z=tSer}F&p+ln6^cdHBP=ue!~M9uCnyo#>@M*35TpM
zrdDi)*Qiy~FG2wh-O0o~d+dO!Z8I55d@8I5S)3)6)bMlbn&j7RHg+fw=cgzlQ3y;f
z@tjLNj!(qWszjByM8wD(iT)kS!XCUM5`>D{+okP=^R4``EbWVDeus(g=*A`-d9Qj)
zt|Kha=ntk}+$71rk*720^3cwb5kWpQ4xv%6e!STQS-J#umJsQj)aUPR@nMtt<*B5Z
zt*<730wtfCPkwrF-eIvnHz~S1p?PC+1%KI5e`%@Gd86N%4QE&0&7hX1D1T=(`r!s)
zBHsJPF!?6X%W{tX4>sZ7-o+v>uD&#R!crkwm&V5Y1rncIkIT!utOJx%q+Z7??uGaD
zcR3yAc3m}(Z%(sPPbMp^T~qFP`+Z9slZ{3tF&2++wMFi4CeJM^xn3`8&Aio!xn&;z
zRZ>QGef8B#_^l&ZUJGRl6Zz!&6qHNy8C24ZpZ!$YSG!`)X}_fIwPt%+yJFarjl|Jo
zzZ`us<-9!;SjbR3*HC|2&y$uEDZhn2R99ZTi%ITZeSP)&$;-vD9Qm9})^a8CI@ok7
zE5e3%J7eo>Of|eNx>qA3;#3|S*QM#M9!)ngPM;n*BLax@4$n`tOEoOrtM|D{*uASi
zP4T#@kiRx+Juy1sfn$m>r+Ylbv{A0+XNs%%6E*2arWr_|FxPc7VLcu*^+bAf-xw0Q
zVc$;p{3cc8Hsbvm^2hdQW%1-U+`4kl{{71W4;4%{x9wYdiDc37u*VP{I*m%pMsHCY
zJ&u+)Cf%ql+$2v4CUTn|OjLYF=c;258rxYqI<jOX=af^F5>7R8RHC-w(rJwzT4BHN
z`p3)EXA`Z!)YdvjaeQP!+y(DS&Xqh9qT^#P&6`k(Wisnkm6ev(z;PYVIo~I#b9;Em
z|2Bjzf2iJy&>a<dvC~gyrImdx;W@)U>kQX_n4hCQ6-f~NN|){9sG>9O^RrL%qu*ZL
zj3|a(jQCw?+&q?#D7NoC>aqRSoc|YAo%%ZD+8MF~1|reEoa+okOjo{_$xOr_qPwFd
z8YI~0be2!@9N{^`?l8XrZOBBCDDK#f?eZv}YCpr1SbEvh%~Wr#PhXpLCa-yJwIXiA
zi|93qu=Y1Ri4pqE={3SXPPksq?pktL(!Y<-PjtVWDD@YkQG4F<cq~*`@n>Y`+Eo8)
zl6flSzc((vo~q``3z#<HJ$ik*eU7(c4%gBYN0FlWvR{fhtTVT_ZQ9_O;r!nI`K{r4
zX<1b(TRsC5d1qhj%QrvXj%im}uZ6EQY;Ue<Du})#y$;<f{;mD#u}RcY1#(|acxl!t
z&8?&=f4ZS%dGFy7mZF7;%uNyJ&B4SReLtpsrK&|IHre1Im(OsBb4*I>Puu2?Vr?KJ
ziRFo^KNdj~3#}<2$8;8*ymBx{g+F8>yLG?hXmu>s+a-$WJgMK1q&JyRU^1`Ox82vW
zx420T0XJLN+7s<=FV5jGIVw20)l~OPX@)7jjat~wp&-+4s#^Ip_zUv`#MsO)6HVaj
z@#){&pWs96%b9~dLx0HuL`lc%Ct|l?J%{V;EEjE|>5GZ`X>yD6s8qj*?&65;Jd`^9
z>=dQu<R{(ZKK7{X*=nslAJ*Ox--tt>=Gk;s`*AZ;KMP^sR^~G`8brNb_dF`;B-9rB
zH)c=jpW;c|yOB4`p7g|W=h$TG^<d(@Q2AJ_ak`1v?JWO3i-Uf8;CK#hwGnJa(A2Wq
zuh@glJ#Ne5*3uKB5eL?C<W|(;yBzwn((`bYCq$Nf{%F-GrfFM8>CKeq8d8k`iEPIu
z=V4SeklO{pqw|#gD9^DhY;;hc>pP3+IPp2xiZ}{6L-sToO8zR}&gld43#eH~qp|j$
zV+lb@-=Zg{JxBJKpz$~}owIkXNO>B!+DkTx?1}0x$!{>@<8GD>gqB;n<@kX!G*`G3
zr_Ak3nft^XJqIB%OYVos9c7s%d24e>=ip?Xnofz=R&Lvj4cb6&B(^MP=`qudK8vKv
z6xNX0{c;}3Bfv9iX6%#t*}K}JM_7qsmy|eWfRwq;Pp2(oJIhP_)Hs=E)$EC*7n0`j
zBHEpUkGxvCs#A2#nW3xNX19*=9INNqf3J@?i*`EyFz4qbIjQPw&N=t~EqiuGWr@w_
zy)$~}WwQ7v>E(L9PoKvv?Q*WCx0c_LFHGLsdtCHwq>Jl_&e1#0x_d8)vsuhUw@+-J
zkspAlmuu&EYqpai-F<n$o@bD#8nab|-iynSI+BWNI4AbnVg~*h*`+c1K>u79^rVHx
z_wtbkQ%k;W-tP!pt#e2%T-34HkN_6CZQ3Wqx$^yJwGES>&(KCKB0j2q+Lmz>&>>sM
zx#B8nl0+~dJof~C%uzBU>0ylzTYJvQn-(_hu!?B+$oSlrx;^)gwy^2^n>2x~6Lco`
zJzKiXW>DiJ`;onvBWgu4Bc5j~CT#{j%2I4a;~93csy)cgkfzTj-t|s3jc|^xR_=lH
zB$jVZ9C2zz87owJWmccQ;oei4_1Qw6#Hg55S4X%f)*GSHHi`222~}O$&2!G=V?-VN
zARLqD!y0k=A=#xpt-ux!?WY4%<bG3d=?qj~1Ue#1TQm-BlOIOc#6A2Q9{A0!b+s+1
zm;*=O?ieO^KDB0JN2s$!hL}=PbUv?Cp#|E!xo7NIe;1xa8b>8my^Mr}Neisxr6>g^
z>f8y@p0tVc`It7!fz#bL`{AhX*V2<12NPPFS46A!L{V0OR6mPQcrAz1MBhz2O_P<5
z5tYBYr7b;`lL!&#WYBDMno3-ZqSl320>)A3ypEy_cD$a^Rg36BWT-sNYxL4%GBqj%
zY|!LS4=<PzVFQniep*r%Q_LrSoMN7n5huPhI$cJls0U&JiBsVlS=k-)p${hxa_(bK
z8LM|==t)E|PA=dt+(TS4TBQDlEP-=xAG#%mrUOM~(lfF%WJVRDyY`u>{-^uT`eMO-
zZF7x=Oy29q+R=s_r+t>5#p&Niqrs2&R%-V>g@B%*y>m_xk%C6g_5Uv;GdhO^U)FZA
zj(O2CTjwkYaVQ<_r}ochKT0opeEy!u2nqg4XsEH1zv!)Y2mWZ<;0a#X?5Ag+=+i^v
z*&KZ&Kb-1vJzMTe&0`<3rRb-e3c6S1<&T^r<{&!7gCa$2EFt394^i8rYcirngbu4$
zM6X>_ZtP*#NruN)f8QBjECFqbDFzZEY8-6!lQrNp0NHaK<&SZ6JN?pzhk3`w^Fnk&
zu|H>1FUe<O5%o<=oVx!8+OlnEj(ktN+xe~v$=@c+!bJCN+ta(;6FZCNn#Jph9?n5T
z_ptX2!&!)QM*QZ`h`6SAZr~gm`D7io7K_$89e5rZyr-<g5qP#)0L}msTils47Vh>=
zmY}ptoM<3BEq!tPiE|H*Oq4%G&7<Xy*j7VM_q|zjY*OvJuY+Y<G{O8M9e{*|D2%wG
zmp(n!ovrlIW@p97Ej&<sRI0b(fm@0R*~raY4w9|=r6l8bjb^P$)=`WxU0X8632Q8q
zEC5j<(`m$pObnE~ybkTQ;?hl<RKm1b?`Gg4TgKbb8{oDMY6(p6y|TEU?bw&27|4*e
z2UC=~FOqF?&s07&g=8D@94PJ%M)Dqi?%am9&N8>;o%2cXFWK|k)8-RxUB7fj#Oxdu
zhrZr?M6p=Q<`mnSWl(#-LiAyxm#<ITV>bj`Br>^gdvoR!bW9TYynyEn{+3VIl2K@*
zO{A0T<U9i>*{#>C^KUc9NzEX(w&&o~u4c!{+*nMrJ-3hN)JWA)b;=zJXKCBCIRlSs
z*N%t0pQ;Y`#_=qo)4uz)TXa&^<+#>PQq&c`>sg9OD|No!5qVWEq7b)&9j|@deVDXQ
zJ(?N~{oHX{)Rwiyul!t2je~jdGvrwnH|G*Hx9GGweStI3=zK<wCW;TR_+wm(V~7@)
zRB5MsubNcbgN)5)GgDSdK2Ksiz14Q8Q~uT-YQ;a*!lJ#qn$KfPA^purj>(=!(A1RS
zJG9VfhgOb;Nj-Ao2-PT!Vmh`_k)hL%pmu<-_-lxU%y5K8+c>5(cSKM0B&hU6lo^v`
zYHay8(36-lYyl@bp#vPx#t`|I=N4MAsy=tQSJJ}a{Z3BP`!2?%Sdoq7G1Zq*Fl|!O
z$Gd8^_oR;veK>uKOtXRLmC=eh6;MVtk>7p>GV%<NaX+$dhA(68SgOV%?Ai+O9b;~i
znW%pR&3uwEQ7y(bLbH}6wr~-7{K_z?cNF)D#(i2%qqe2Q8jF94Ms;SyRswEKAm13%
z!kDTp`uJ&JFx@rTTDDPCW8>eytb^OQMx>9&o$KH-E^O8rxV(Gjanjr};Pdvh>sx7t
zq<@*^>6g;F{yx;0-P}f*pP44nL7+Am$4UF15RElWov>vT$4M|b;GG{Q5U?#sOOBMz
zKmC4WJL*z%r~Jr##8P*KDGjeUP!E*nl`Yb_6HXkyF{IICVT`DUify|+N2Dn=sKnDq
zo9aoxmTdOeNB<<g|HB{YLcWCr6NeDBy`H#4S0IW-Vw%LU^Ejq*4(ho{*Ix`_YhJB~
zC%qV<5)^W|fj-0@y&Dg188!9Iw^T;4BKc3LN)Vw@X7AHS^d*=8As?b*70J>5b}*-q
z?<=MA#U3N3p)SKKsJ4Yy$4ZWR5dD&KG@5O4d@LIIh+n;v7q-(Q#cU64*_~bu&h1W_
zy~={tdd1mWMTPYFR2Pb6nESwTUG1~VF+C$BKmQR49oi)<w+5s5n3gpbCc1P2khA6V
zw_BQBp8@NmN<R{9^IPvvVU6~^U96@Heh{ze^NfEmA3opC{9BV`<hi!S`1CkF$mO=C
zOZ-z2HtlAFQ~0tL$By<2exDGZ&wVFLNX9g(rV&qSiqNr8jH5HYx~b#L3HaP!l7%}S
z<$9X)dAh)>u{vTug>=#%Uajw!IhtEKxz5JP7xovli#KwU$B)&Zd+9<qhZ%?Ye9HGW
z6C!?bex3Sao%boKt~ECH0lDVK@6=MwzA*aZ>UiC@IgA<?++=rnbQ>HUG3H-OUlxD<
zC`Q#Z9$QR^kB66T6X6{blOGrcV%iZLz1|&(!n-q%^}y(XCqw_qNaG18{NAxT$Jslg
zRp(!hg(?TV5317i?Q4nc;Zr|-*zERRMGwvYQ8C1t*T1a?L(SRPN^@SyBQRw&k>|pa
z@1Gav_8BD93WS1+^HY<Tc<zxY!@5VZZ|uW9Is64E@0#ptm$CE+OM`SHCv+WSYUkS9
zD@(P_p$_U(;B0D&IHb?&k&GHg{3OC5NqIHR=b_E?ahY!XZtBR973+44XA|FAcVrwJ
z1L2=EBX`?wFa#a>F<JUI)-U8XC%1)e`;Mm_h%~|Rt=VJd0;0VFSf(-08uPv6piro%
z)3bMF3`?Ih35$9sL}T+)Q|j%wzxaLATfn#Yn~S5%J<R%@h+eV*Uzsf;*N7{IW7VgY
zwTe-wirT}qqbZ^d9^An9JL8OcmY2~e^-jt9)N_k>c~cJ>iwWzWLbhxE;2YgOV`;z>
z+h{!dn6K#7s&sGqb+qbuj98&mP5sTJUwfYC@7FGBVnl?u%|FObkav9fE`nc^E~1t(
zjf;OOk}ln(d{d}JO#0r{e;SS6nztvrh&rT1jOC0*t80{7;(od)V@1=JwT`^M#u95(
zjwODl<`J_Jij79KjycJ(48NCNV8lw@3^^jNfnr~p4<Q#r=cqTV=^Olszi|)e>USbu
z%CD5j#w0$Lpd3g1eQIQEK%(}rF7d}x37?7`_|iD1lRB4;29!zPjINJjeR9V?H|--)
zNsnyQ@AO6`p4Y2ONtKg|6tPJwiXE%G^y8tn(<i;mBuPiM^mAJlwALiq9-Vxl+rumZ
zbBcGu+>ji91Wm7AQxBA0k9rSm;+Tiqf)RV2Dx061wf@Fv7R{A_=hzsMd1-3IH^ZB8
z<F|SXuJL~|e+D;y2qo%hA4XIP9*<(9{EX;nM5^PeK&@lCkAZWF-x-%UXB11y@wCu1
z`!YxN-*_~yZgMMiZ;l8(MmR%NzvL%YwB`)+q1YP`Mv`&-=cmdl9qy$nLR5pVzi020
zh!(y}dffJo&DK*jDEY<rh%pjt-2_{Qlqnzmqt(QjTx0%Pen8oCBvHreI9(?BCguyN
z_WD$SPLKP2Z{!&~Np}xl2CL5ex@~@SMJ?_1)o;R@FcK2WiDc)xHBM;fk>Xk&%_ok<
zWwCyik`5MaCeWQ^qc!2!L+wQ`X~0d<MrejD|MQQ1=u5~n^%b93TCT+)LC4AvXDpz|
z`pl9f;%GF!4}9Fe96N7D#aJgrdntCTJ>uL4dE(boT_M@>rOp|gto!7#)#<SVwPga8
zx>Y?^@>mK{E2NV5Z$=@g@}>RFy^T*V<UyDyp`K6e4x3FhK&>H~#Dn@rQ)kPKR7Yb`
zjoK;m)fAt^7J4M+@9lEvglKQ|<!BC3`9faiQR8K0=H^sZH4#njKBvx-+#Kt_sPo<&
zxgpxQDUp{?+Iq$3(h~gX<ewbPlEfTq^RT{X_t%pTAm{pOIwMcDfez1O^H$OH3;1gr
z*n>5W_iG<cEkSkGWgkvuktqj73fn5sam*26VZyK{N~O;-S`Y6>qg$fjQ90}8RA4HX
zdAG4Tb8Mv|x?lmf&;EiEgpPJgUfhq3NT=td6T1?jR{fiM<T=)Yh*sLS5Y73D4nECV
z*WznrCGD{LB{kuFghRJ~yt0T732IGlQdj)MsKN|&`J2m6k0P5GbB%}Yj@N_AQ=VsH
zkbXZgiw9-Expas57)@fjMKn={{`o=#dNcw_$!+roFYPZTNAQ`P#H}M@V#FFx{iOc>
zwXE|_M3KJv5l#5^d~%H?eo|v0|CVL(Dgj$%URL+r>tq-jRO(NytL0}$`izf@&}j3=
znm!8y-IZ7~_5a(JIHqZghupiTKEXM!+J2U_h^$NePJ~8h+LzHV4@AY_1B-=9Ud7*g
zPAw|z<xj!k2#u;;OT7Wr3qCNq(Ca9FZ~dgEL`=~d4YGh7Z>!&aX!5KLDaajXFiMOy
zqWVcJgE7Xw$V(`C=u@MKpG0Uh)AI+@_Sy=9VC?g2dl1Qw=)f%`_omZ1_bZFzoESq<
z{}fM3Dj=Wq@>9m}(tHFHVVn|bZBHMiOdn^!q+JnduIbn2$vFiQ)wPa3VG15iUawDo
z;pxY8sGm0K?l0Rw$qs0a%%wybY7}c|$m@v8Yl|FzZ{e5!io9nO4TDA}$$Pvfx!vf=
z<QQ|LTdJq8QHRb9y^7j$#Gf>$PRpOhX!?9PXpl0uKpscbHl@bb=L_h=%JMAJ2HoZ~
zUNi@`jwbTuvE=akk>e#_PX7JbgoTNtk~TFZ>L>9})tu5v)vdl9Jt4;;_l>1#onozc
zGRD}W`A(;v&#oyJKZ($2Bh**ZjKQN_{dq42Kh2PQY3@m>3vxD@efrV#5B1(Lor`UJ
zO(hWabkgW4wd_id?Wy01uxN8|yY7V+&>@X-u61dObRX{%BO!8L(tW-WT0dTe>(zax
z;o#A>6Zlk{uuUWWwO{Ay#4>Bps(Mi?Ri$#BKec>CejcjT9FwQ-Ij_uo4QIKJ^{mJ#
zQS`Rl%Pph-dxT~+74;;dnKs)n>!e#+G(Yymbc%qxfcDIRdTl24b!Dw{T$e&3+c-z^
zZ<cjXRn;lSOW>j!r=6?1f%kLM2cNNvHb)^%$4ZjwgYR8^ZaAnS`X)C1e5u(3ti3AF
zpz@x78xhrxXcK&FrKO=B1^0T}OYZGNYJH<0v=NqHTeX23o1WY0L1st4Xr4zoT7vq|
zqZ}{IIsx+ar0GOvSjWrJhWp3pp#0Xj#AYH{=}TB1dPP*JG$Tv*qIG(yM{8n_kZTt2
z)Siop^`59zzw2l$e%i#l1)Q;fM>l120;fBDBJ_7tWf5=jVu~kIJuQ+as4N;D(RUZF
z-g%bevFIEGl_I)ee=zATX+nkQgQ3VV+Da2gvSh8u_FC@Yd^y%G)0JZa0BYQ~f4;Om
z6Z8t}Y?XS+7;X9^*0dk#=IR<4nYj6Xj7IcTmuLnLqmx3tmQga`QAlhnsoM3}N+#FI
zi(IbezqS6H`4eshEq^NNWpXdZXB%W2Z7YB8zLfd-B-=MRM}uDC-tQ;N{bZUkZtX0B
zTF2T0dWz)x+V)x6M?Rlu<w&lv8GGGlP)%0Vb32wuBcW;?haf-b`kJi<@dt+cSb3%r
zL!5Y%<(Zlk*}ZT7Vq(6QBJ#<x$Rm#RBF>>zJTGUGTwadVB)*|<x>=ro6rLlsTJzRu
zHQC_HcU$A4Ju+Y!<4cUc<O@i2L*sg1^$aZFL7#40tjwOh$F@1MwN2^_JbrT$64Qq$
z?!8H-`aOJHL4-PFgrX3V1Ep$h=F?*S?}vk^OE}2Y;~m|KP)Cr|HwEcQEx+n&uX_Z2
z^J7nN`e^~*u1eI-Mq&28zA{eb+g2Ts?hGG`1fz&8>aLP8Yc`2&OZC*H{i5`H$NCs?
zyjb&%vkW)8UJuRa)?L<XA@}%i{I;UdFYQmyrW+DDV;1j~pgS`b754daXfwBsOI!br
zw?=eTpb?aLYFlh{4llBccstj-E!Mc7Dw=-j^QLtc7i*6YFXOE>O!FP>PNCCbG{T6n
z#yE&|UKn?<KB+e!ap-8z<$XfBO5ElbO<zNqqj{4e9i+9rGZQRhn%vJH&#7((f5>O)
zws9{@G;0V&Mq-NIsuz74vLQt`>)bgSi#ASvGs)`G%>+zGj76XEH>fq49zM0n9_!ZH
z?;@+SY|H9*A}rc#1eWFdYN8k^){Xje>nAl5=5%x}vrm6UDt`U4t9f|t=i)}yKV=c<
z(k^Kx_VsO#=saLyq}S{y<b>26>+gNnoVOmsQvVc^9dS&v#IMW;FbhU)JN8A##=w4?
zMh{J>H66(xun<En&w@IFqx~aj$S-@*9II1Q`N+EIQz-`5-mX^c5Zlw*mgG<BpNged
zbEVLx?`$2pfb(sO-L3KPdunY`P2Y3gRGD4hHO0BF5oGaCmB_F+{StjFmB51M?Bf}k
z@sU+OGB@Pe{boPU&Ok==*GDI0CzjG&vtoIv->D^tGx>>5{QrEzTJ1HUZEcNuP{x^Q
ziHXxB)Fklmy3gY`Ki+fX_mHHSG|lh+)T%kiU+vBI#HEP`MW~m|@wnHC=sihwd%wP>
zv5&Js%oeQ2hUBDdbd73&wJep=98FncJ!;9(Ew1x@fXo%K>6^W_tr)0BMoLV*@v6Gh
z#PFcyd^nRl{CBNca4D|C)SBG$q@)ji47pL&mgrgc(nYl4)FK&tX{C{;Woe=&9!GNA
zLi)EKCkFMNaxEr7epsZ-zC4=a@cp3Y_sr%fQm#j(gqmk9Bb<Du#$8jl<Weo2@H66D
z&J%fq2UeM&<8jY?fo^h3_7;Dn^HNM+Bzyaz@s;n;))S)d_f2|Qo?l45pUH<$!KwSq
z-0y4qtE5aDkLVSBYd!nKJ_}zKW3KUdFPtcu+c&xOF4p3h*80>qLe&}RIaYsC<ACyg
zHHy8X2P8Ie2x;t(`S@<z=|Vh~+eCj-(uH~qbiwMS?t!%WfjzrEr>L7DF=-D?{-j2v
z{Vh47UK};8{7L?)&^3Qj<M65$+nMk|ocrm;5o^biEMo=usS*b>E9!`Cv$fb3&6m4=
zluz{inYDM@m_I3zp!3KIu^bc7^<AjgII4l168BF<b2)vKKk;v?x3DRAwm7OOaS+E*
z1;Cc*#0=I=F@n56J~4`fg8&QQsGtRw$-jAB-J%ouzWq)7>OVENLM1AG8`Pm{M2sLR
zX~R3WOWd|f?MsuPxdgT7g|});5Vjk7wN541$dnrpEkGq`_Fq;5{B4GXeh>AGayp8$
z8@VmXc?T9|<9ey2yR+H;^WTPr4W0LGj-76JP8+BBHv305^S;rJ*jc|Jf8w;^UW@1U
z*Asi2$)kU@Z>jugo0iQbLZ4SYNuTdAVE&|yNYM?O;OREZ<z|dFwT$OasJtp(cxyC4
zyPY;v1%6>RaD5|&Q$7F9F=f`?VS)rNz`tMqh=uMuxzqgr#<V#Di_XYVFaF*%d>xZ}
zqqXneLov3K;Fspq!Iobl%3&)BF}Un+k{j(bW&1ogRO?Qph+F%fDrlpTFXjFXWenJ9
zIuEgiQEjff2W`uoxEg!17A`FMd&Wo6u%-_Z@75!IMh}ko9si_~TSST6ynNsO;uc#p
z9xuy%w%k<D)|q)$<93KH(HNb!;Y0W5_|{NG6Y=pU_UK!SYMPWpg6>Y#(%o(HBUprU
zcJ;K-DVmn=$DR_K%%{EdUuT^TZJ|^hJV!}Jt<6GMRw7R9o#?ra`V4v0S;-vrR;2t6
z*P}9a*skj>`d%jYjnOE|#NH8)x=hw|Q*>WjL#VZ<A8nx|XIV!{F2qeGHBPMh7;odq
zrG-=RP)^Nfh6&qKqhfAo3{_0?7Al>-%2B;C9VX_-+C<3Chyuv@i1c%04-6G&udyrK
zCQnw<+6F_tdA)Y1Y(DoZu}x}GP_ashGugy8W_%C6{pkg%tck}GeT&M=h|kb>Dq%!F
zEyUzu+}MVne;CsBER?lXntRG56*=PD(~LrVPJC3Jw^#&XH=?&b`d%Kb=IeUV&TE9X
zEmro*Mr7sAk&~O`@qM~hJu^1ikWrAksxnsk{)lR4$S63;pXWGp&NAl{>Cm{ZkMoh(
zCs5B-4|`sLWugXO^~gL}<X6YBZShxRK@m18O0m5>BMxD!n$BuK9n~N3@hJ{bCh^w%
z|K*}3ddBpG^2&OSGt!BOg0W4`<B<5BSmspE7q<I`kl2liz&5_dpE!<+x(t30$;Z~d
zz54rvYR=h+V*8%-iYW$Hu)cWWHzsS3ii|tP)kC4!R^(LVofa;|Wb^9RO{)Yj#fSxN
zV{B!Git9y-?Rj%A4T;H#66g4c2&r&tCs1sI$8(05=P`$w%D~#y=u|a{ByZHOZo>t4
za$HQQQfa(xGv8R0?<^|l#n+=N@jETLDcYOU4ZlyMk6*YwWrTjOYlL!dyYg(Rb<OMO
zOg2#2_Z|b$Q@fsiYv+1#jfa^OO=Pak?UPsSsh1@d?OLG2AnM=)sP7Y9wzTnRe$iD|
zA4Zdp$#1r1*y32Lwo5%v&~|F2Nq*Aq8FY?1$7OKHy8q&xy<EHhWwd@4%UekmZ6&1g
zAjx?%+41<~EL1;|Lts&tRTJ~{J<;%AhBon7x+qU~x^Pn6rz~>Ir(5~hBT{PjdUdRI
zV^+x{KEpFv#q9A;0U<b&L!6uSQ*N5^h$riu7Dr1AxvJZk_VlCECDsW2->qGTl1Ctc
zM}4Pqj+I@Xf|pKXdmm5L7^<PU^qxbRbc?w3`m!>^<Ox=W3Fb#e5mjQC^J9XFS{HO<
zD<P2&{a@mxJN8fda1s5EjWd|N5?-IGqC*bKXOqpo1R^H#p&&I^>>@FT=4Qx=H8~UG
zI?_79SJ}yg%RPOLrfs#CCiL7!#P5_AfpbknheR2UB91pk&nCzAti(ao1Gm=du}5;I
ze^UNf%b4b$Wr@5)beTvHzDQotXx)G+o0Chctn{(57xVkV;`1AL3nqi0)Em=pCfDb-
zFp_05+*m5tylg8|&0}~XXW7Er@9cGnLbLC6KHqbOn|s-u)~@S(n^L1dp*&PoXY5~z
zgWtp4Y#kSl(I>{C-OzkGc9`iT_TI#3KonDXjW;o3sPZ@aT&nQTCdpvNCuLjO%}B44
zvy}3z$P`{nH~q%mlsVdn3(F{@+Zmi@Ybfc+J(#}7Q^TohpuB&ihhzAnPIw<a)$ZwI
z(s$uR3pBlB|IOC5{Sb~)kZPMO$C{rTrCcnvYx1YFMsv>k9PNHI8|5mQu16~94|11I
zOi?F^@8CIGhp}KpFfpxlGV$3I1rjNzczRA@pYP|q!d$QM75NjWnQRSbzS!>-&(z0=
zlJx<3c|M{C6=%%iPZV}gkpm~3rKec3Hf#o?Kj`tG&i7yyIm0-|=af3rX5;_dyJG){
zj#|ECRF~r@bD5juv*4l%{e%4-^>@L(#J4$@MBC*j>xhu9RC5pq`Kcqk8)uGOBIdZ4
zQTp~BoeLs+jr0FeUXJJhwE*vs(@CB8@FV#j#THMBuhEOy0_<JdX7YIIsqTlY6^E`N
z(<EWNO*uk#rp?giBCky7d;@VHJ?Z=A+35YY{6~a+l;5%LuTfQZmCBD%X=an{o;re$
z+pf3dIOG>z|8Ao?lhexK^X!mnw7h=A%e~S0-SFv57Lj}3nXEX5?C}KkJ9r@M78cbb
z4v_qZZ4&>3o#XqhZRq>TJQXn<{WoPhds3+WHay`Zh-U7n#ibjT@SS~BioJ79f&5AB
zo3OrZG^&gF|Nr%*b>NNsI(M9mp=x=jm`0rMq?6#NzBWpdOYh0Gt%!7vt!D$;-kR2;
zQ9`5|xm&2bLq|r)#uoBINy@falv=u>oO9-lab_;v#Nvr>UtIm0ZBe}(*Fb~qcC=ql
zmf|n=-|dZ^WAa_oc1i1)uG6dnz8c@mxs#WT-s(B>1SU;GOWwXQRQO*g^+$^wun5td
zDKZtyNN$&6eXHMbUe%ICWj^upreMNO_4OH#q7y!i>XUoFUJsMDENrs~ah)LXt;FNq
z`}<ZW`&(!YMt9o9G6fQ}ij$#E6Q8V5ZFVV_-k(b)7EN?}ojArqH-f53nK_YruUYZd
z3E_w?_y%>w)@lsL)207@j~*(_t5@?ZJ+?R{k9@A;@>F31N*{-!+3Q$CY8uo}B5Bd4
zj4{b2i&~T1);kdv&5!vxexeX^pEF{OGM7kJMyKZMY~#;Ue!`9u>Uc|)@4dBb2`iN!
zMb^}!zOYD+f7j?QOH=G1u~I_1j*v*EHP2N`de0Lgv^;}MTt8}0%bHhS!<19)*HffU
zM!HTvQDoiIY_YM+^dm}79R9{4P1UV_xPfTZ%lMP&3g`c+J2268-*O$ct~|BB$X1V~
za^1=1$&y4|raJS$FtNGg#Y7YAOWK=54n(Z_Vya8FZ1-3`7W=(rG>Q=&jh_aHySn?%
zf2`q35r8T)tv*nz!r5ct>UY*q&HK#fZT(zE#jHtRw6w3MT}Gw--u_PPPtTKc;zVea
zrk9g;#@P1s1WtwYnRAPv`ws4!ms&bWavmP~n9$05#LQeV8^#IJxHoa0Trr=IkEf%^
zZIzk`TSIr2oPkbqmN>0y*JWjlss~<Y-iN(C%^ouug@0;U{IjGk?aMtk`&`mYbqSXB
z@;vV&3#K!A_smv6r<OLxd(Ucb*Yo6oMJk+Y_f3r{2hd&U+|s4lYi7eZyQd8uaW{oe
ztmC*ia=9KlWFB37Vu;=tvb9d(IjE>OV_p6HAk<2e{)yI09lL$4S&O@>dpJK^_Te0=
zF&mst*(}cmoh4sPMamN~v8ipdK0#N<s+^Pmz<57GujmGDWFSe4cBm%J1e?c%J{b|s
z2jjQ*wD8{9;k?gXvkS=fqaW+hOrFRKF{Ob8BeHMJozcUS1z4*I^w^0tWWLQuUB#BP
zpGPZAw2F7++U!+`V~Dsj(L<B^9etj2CG`<h<I@B+T-AviHi)&iFpWq$xpBnv7#E!a
zD*1laCZ^9BICP6U`~9KFE0b+mb>`A9g^GDCZ05ZwYS&KKmadK3%q`qv-y7PW^D?GR
z{CjJ8?RnzU>MqTaWq*2!&sR_Pk;w>?X;jW0PWJMAEUMx@w$Il@e~e(yc*8%*x#7LI
z8Ux;ftc6`m^WGQx;HfRNQ8DkW8$IGU_~E-4b?%v{>S9aWgX5tz1AmS$P}E!^B2whu
zs8^Qjvc-l-vF!=k6p1`28{_%bdF;*f2v1@fX&0g@nvV?`KD>=*M2qLQ1E_<kClMY$
z_mOh#SbmSjL2L)7{G`!dD2NvG7|5SQ)IeK^Vzf20J-0IE4{O<isu2#nvd6`1xjbEk
z$lv$a_4=I{jc+c{Wbob4ACKaQB`d}u-O;Unk%a7fQZL4!lU&SjyS<5!?0ctm`YgBk
z>~mLco}WI6E$#7i;Y19!Uy+GsvFXIMbCc0dNWT_g_4=n&j@BaXz)<YAEH@+PCQA?G
zJ}HtL<QGfZCpX7Zh0d9GUWnx66<=Ef(cbw?L_T8gYPpGhv?c(k^R{Nb@E}MQ=MHk~
zg*T1krDSQ_@6_C40?vDQu34OHWomt%%W@irY6TMyImd`j>lxELUTMD*AxfUf5j~zN
zacKMFDUU3xmeljvtWusG<YupRUbfzev58uatd2yLEAX6m%2{<N7~Mw1T~KYABMRi6
z$6g78f{IG-8RcT{k;|3qbCRMhPijh$F;Le<intkrDTIW>`Gqv4@2yyOc{2bv7D2%n
zeS||Zjb#07Ib&`(_F&xU)aJnQoL)_}8VMd!bv3lU)h&m|M5?*|#CI~5?~sE<-yp)G
zEFTM`4ENDwjS`3a_pq~OO}norDNGR}t6*W9d|j1wEHTe(+V?!EX~G#|Bvw`8L<y`Z
zRT0kQ=9Z6`HA!zRA>8HH-t7<}P&J=Z`+gFjC9AO|==tXLI}sAyF~UBxgoRxi>AzxR
z`|f3lkf9;#TWVrWsK0y9lNts0l7d2d{4}&Ebii|Y>D7~%w>1jxv_o_57!GQ^NoMt}
z^v^xD=8<XW6SJb~MW;-GZ;EZ}zjJ&nzm3033zh1sAm&a=@rn&2{5LVqp7g4}4^Lub
zNKW55yZHOA$!z^oJc+U3GgJrg%^}}TkxQ)IqZ1@s5D|T2haC?d>b3nBy9~8Q`;ypX
zeR_9tj?%02>{yN#2Z@)Mp!|dB<>w~XR3YQ~$-Zca$%%5470@Y(FYWWyH;?rzwr*=O
z9aAL2fJNlY#CfyqB?_M}`ptww5wK2iXvR5VE3*T)+qJ&L-@k`yH9Af4#OQuyv~$W`
z2AwqQ8`E`7(LBBS^Ax))Vvc3%SbCA0y=P~(6QVyEm3$^^Pek?i;7Q5B%gjsHD6mRi
zkAqj_yX5Gts`lv4hFJE&!)MX|`K!^09(S@uieK9m7S}YgzOh)b<`p>CP~q8_L`k<~
za{~_X2=PfIOQZO<Q;kZQ*MguYh+5g$d8p=D^D&sVb5fp;DFQ6I->0!uQylHx*WOYV
z0Wa_Kd}*SHZmhQEaL$8F);F%st1n6R&q1Yl?vCY>oCZ!?U_s}0gHz_MxUQx_EZey^
ztTS_d51N)JM?I0bX}25dbEi&aqMpAQY3ROv1|js%OUURN&S~gx97)5P@=5yq^Btk?
znV-|n-`JC8G3T9Te>Z-zXYTooqj<}lZt1NUS!@q-=_+wht#`fhjyO;LGRfPsN$#Ce
zXeoYxDm&b}XNdPhqFkXy8zWJt=4-QKvKME>d@UsMjjf)DQ<r}q&mo<pOVV8O2Vcpg
zsH3W@f9)r6tstg~X4cprOC?_$$JRT;W4P*02~Q$i{S}P*yOx^MlGi>7h7V}CHl7i$
zFmF$FN4IhlkCnV*D(M5$z<qef_laqw2{ON(v6pwH9qFe}AH|6ARPjmDox16|-M#Kx
z5h?uKsJ4DmKEfMIK}0p`?CO%pI?gN3B_H{|bdW~)7;8w3Nco@hPxcxsRZA8~_TADR
zA%cH-7xIoty{axPRAV-iX}glTEw9Fz331MC)e&{pnA;JRR2%<~cm9`MYnS(OX|McR
zel^Cg`hFQbiRhypuE_>O+BJqEvH<W+_kpHt<uY}Qv>n#tG4+$nJ&HtTZ!B(W_lsj2
zB7JFl|5$<}R5~5f-&3h|HU6v~gb|+9r(KiY(ds}<(HaXLTwZ@IT8w5bTJkwY7p6yi
zlJbsOVP=5is>wK(n6nXG`~<b)pry0#qdbabD#9YaxqLEn6h$vZ$mq$OeO@QwjO|_g
zdwV3KekXmFTN=NU82RvX+wqC7QOjH7=ShSl-A%Ek&2+N$?V<_wwxz4F@OvUGzB4xF
zNo*BrdiOl3Kb?3@`HaUa^gr77$&E^EOv4BdeSI<-V!D@89~5M|vsY5Xe=E<4C^m|)
zmtRaL(OV}%$EQ=3jn5YxZ}FHrAQtu$ur)nm3_UUxzf*IJxge^pb9%J9RZJ?5Xj4mm
zBnj!<wA&iZEpguAJLAq<>yj+(U>-%)qEQRg+#0(S*F3vr8Zbtst$3K~a_``H;yN^^
znMU{)e-Hnx#1-e8ss`zfjPyoCr_tJTO(&kTQR!U7e2c&ut}$x0q@0-sdM&9|PaOlh
zt@<~UojM7oE%NGNBZUvE`j5CcHk-8tA5&tSRV%G{%*UhY#l#v`TageueeYY{nMx0T
zVq(MR5|*e|%S}v?9$&0m!l2IEAM5qn8}p5M6g)8e{+<2J1aYgYJQ^v*xMNJ(=(vs~
z*7Y7*)bGSddTw6P3~{-km8p-|!|St|z9uG&D|`_e@@6EeeOl^x-stpcYtCHX%)g)i
zS36>jWkNqU|EY)?%hine#CxJJG}p%MHa4b+$yj6Aijk;3$aKWg%sV?y_OyZ#7II^(
zbUmX=wU9`cJ8N>=M|W(kI?w!iJh#z8AzREAL@GMez2dvG;MCfu!;kC83RF>_URIcU
zTHPz;C#utTL{_Mc$8z8@&O0qVk150FZ8=fBWJBgUQfp29q=g7x;lb1SzBne^_Y7nU
z4cS=l9`)n(N&PObv8SnUmmg6%_5tWjvOY1lbdRupOP=q?^zm-eyhoYrPU<Yx=QKI_
zA&JiQP1+G5ND{=Zp?bmtos3axI)S>2SAuf+;*Mfs47xlC{hX!=ZO&sq?VYgI)}j4Q
zgx32zYn5N7kT~as2boi=eeYbth!n*ZtcA$W=*;Qkr-zof?8rtll`SZ}1Erk6&z<Ew
zZDaLQm&jz&5}it$@3yG*MzK>p10pXGQ<Uh5>;*ip&Hj6Tk=}Jag^?sLmw5bS{v?+?
zP*L03LP0+(TT&^vzb!<>9l0;h5s7lGcVaqeCac%}=9&<Fx_FW_q5Vz^5B^|nf5YBh
zGVRXvIsty$`wnDmOVgVB-aHRoYCM`eWVY3}hN-tm#5K30$sX*@s~QtFj<{TB`m|T`
zt!0(EYdA)g`=YjV^h!{T3cF3rB~KKgAX9fb)z)U~lbByjei4H@ZJ4C~zQL*E(J*h7
zsuOeTLkx&*d~0&G?-Xm>F4jEbtS5S3M-RfsX(hC<jT8MyUd4IXqXY3fKJk(I>B=1B
zQ<f|OC!(X9SmMvg<ve~T!lFAeb?T0|iv4e##k*$`SIRtkN)5e~`S{avM6th#5NZEU
zLPU+#Cz8|qB{n{7w4)N^PoI@+IrZ*nM;@pCKeV~4ap{RYQG|h*I$<E5e`0@Kf*wRI
zbK691vc4}lLPr0)l%iPAb1917si{Q0X<ftk-DELGB2njp_;E?sK`<)4G5(q+^x*Jk
z+LWifiYRu@A2LtQn)1(_DrBnplQKdhs?T#S_sTUEPU`pZ=V+?v9Gm+K?g>Jl=ANy+
z=P|Y$qLO=#m^<}5&!$+FdcoXN9D4#e#ug(X3;O+ZkDoApV_t#`9BQeroM%HWEBoe?
zF*c;SN5g6?b!C<95{?}nB7ZrZnD;_EA}osaiPdu2%ykS+SH72P3q6%m>q;FXqs!4G
z9V6Gt<%gLkC<9V*?dQ$NabHP(ZFGBKk>I~hx$}`{=v%ayBVg{}_gCNA$<UH3Er~sf
z8alTJ7Hs7@9^?d@T1v%w*Bv>G?KQElbH^tIk(}rD{J!0F>~R-*T}y3*rf1(@z41ws
zJxAj{A)%S~h@+fhe0N7%ZpenqJ=<te%9rm=x}9%Ia*IJHZO<$W`qYSgbEs$VIiG|D
z33F6ieUW}{{!<YSWK3DR<EU%Lj)0n-|9Sp<>rd)=5~ER<^N#Tk`|BIOBHHZR?~Kt9
zS2EQDO*r?)U7`_|<K@M@fX6sYzarsKsdbw3c<K3M@=ZjB%+4`20-lIMym_qbkORXl
zN8=h7p&^Do7L6u8|6-IOV~8+}%5QBEc*4y;ct-3V+}Ij_>OA@gO=3ze;lYl;sjuv|
z$^UN9rmo(^*1pHmw6S=lNhhPF;ZTvx;f>J{T0XV^O7}`E-9mB>X8KUX$~PM!nR|Yt
z3sPC@0hTkC=rzv9zNpP>I!5%m|73bHzm0$x=_|AEn$n^g+2V1G^$58nHY8W0D@jfN
zj?wbF#=Y>=mPhoqj7JsAwdtog_PwhwO()oZMvN&+LBT&5cl)Ra)|%r-P>~D|D*Ejl
zrSwtv8a-DW<6WX2lgmV)K5fT#)wh90>|H|wlePnRhVPj}Z+(ppZCx*pDX^xs{1kWk
zIR@&)UPV%Dqud3n8=clb2gg6TMwespd;X~NX{x-1;y8*x54>ZVN~X_O_Nnzvj^qqD
zkk~Y<djH+2!cvbMi~gO@vD6grd7^G6v82lhSt4=6d*+v)Eu280^0TLW#7MxQGb3o%
zrRd=~LCR{|9WkiBr`3(=LS+leBt(xUZO`k|l7KTfg|z?=b#mf5rV#11ytLk8oXH(e
zB~@Q?DrwhZBu7ynvq!#TUe{csKS?yn4c2TM_1z>97WM^*cgN^BF^}eSlKgP;>a`(j
z?O9yk(C)R>F}njMx?{)?TRqu-wu}jx8_RWjc?KVduf?-OtB7ahb;t5dH)se8ws~2G
z@b^dJ@p-<4XPG{u8@GFT#km=5knkK)4~VTn;(~inI)d__Xgays1Jijn=SOmLv>jvu
zMRZXIMwRPJAR%6m*IMuHw&vh_Y)k!4%_Gj{Dz@Ne1L_gv3!JNp<4}HQTz{!Qt>;OE
zh)EpIm9vFYm64^hjmP8B4&`}&0XbHk=8k1l#O*ELek`q+9wBmHn<W+}_-AcJ)}Pe9
zLp@2no8P3~*LxoA&&R$cMna!~d?Nkd{j{B_2&bw#6MB+9Yfcm0J<!){E`P78Bt5!R
zzZ0YJGx78oc!S!?f7w5|FIIbozA|~HwoZk&CD|i5%lmGaZ|C>4a4PCZ|M!pP)rhL&
zDhAm}&XXf(heRDYue?pNG*@~1owrvtXy5Apnzx_JdGGYp*k;n2GV~H-=}`w9KSHIQ
z9tC+Ap6!LvikVY3g%Tsh=ftp-$Jp*fFQz%5SWnIMmRYi6Wt+I2_^1!fi1yd~Yuilv
zHJ%0aaFC9P`()*AYq$UISzk;RDsdOvMPzjxJzLf-LZj+_`ak=5!fhy29a)ciN8^Lo
z1ElYr_@hew&G5;bnW65P{PDLY%}b|yu>~VKxP@EfZ}aG>RTBow(Y8|i{(87IDmn2t
zh$P2v=F$C0>5WLIM$z<pT|NOX^1w1CI>?XAw`q6ycf01<wX~Iyo9;$_Vi>#vppGIZ
z_3jxqGP+;xifNrn5hmTE`Sp}t#^;xaE5`iodVUfkBIoUqZtC5~!~qd5RkL3h|ImF=
zj2_8HH-L+r<bUrSCb-B9A}Av*q^~qWwOZ!Ocr&6}@AkqYZFr0eJE5t&7Nw5!DiI=`
zcBjA3KA8VDjl_n<^IV)=9pT}ajnKK&C5_Z3i4QDh9;+{p$(AAoa1j+VLBgMt%<CRy
zP83Bau3}n<sy<&iX2G;ko!d@o9#XI8loR<y{M&N`HOlp<E|M;t!-PIdeST_aY<oW+
zo!fk&BVVECp7YZso`1&@vqrm`nmkES3wv;x*2w*~PLKM0O_HyKN4fXdr`JEVhDRsp
zpiS#M)OGbS_N!~Sw6V$0|3q{;lW*{Zn9D6{jfbkndA^V;4E5<HzPUuT_S)34((`1Q
zZ(bd$Bb%CHR9<5H(}SaaXAK!P($8&w_0FFD+UizwWYkTts908g!nXc+Y=xJR$s<Pg
z-4Spqa?BU5=U%mqf(ELtDDI<n-QMeZrWP{yIgd=2<C-%gdd?g7Y2*GGJ!c0v^LJ;K
z9a4>ei*S%BnLGAxHf+P~I0_uA94}QpVqEfn*e&hkZF}WdmukK5d4dMUc${<Y{pQvn
z>0hizJ)c~^)51cu1kdi;Ok8|N#{Rk%(Zs9gWHL}KrpVqgQ-s7PcBtRU7PWe2XUK{s
z;?fKXRdHq=V)`5}G2D?()i>SvOV{Ob1JCjN(u^r_<U`YK&Ir&MqN@m{q7wt?#_^m}
zColP6?X!7loV%PfeQGrposyp8TApS+o>JV2EL5rIBYc;n6;q9x>d~$_<effaq8vAT
z-2|Mewt?+DGvlnSC;RQhOFDR1EqTDUzdhb!feB7(<ArjB`3}$IZ~4<1c(j3Dc$Tc^
zNQDd?_iyAiAf8Ysd}B6}h$GeW6|bpc5qp%QF^CpI@TFmdDlH4SuQ#FE1~t-2c(Plv
zwXf~}Fg46HJb%_(_>`DN$Kz6NbbjZhrjg%7^2#{HMsmL~FQUx8=ZC?<6u0)-B^g#M
zy>!z13>=zm;!LG>v?EvehdJhmMx)Vn?U#9ye;)Bqq7&Km`4Tk${&PIqUHOga*XMSk
z@{iW<`P0N%`iiaSc3(YfA=Bxpo*LIE?^-q7HX>@vb6WkEaoTT`{yLMfcFcPY^)zKL
z$9l8yar(KpW->xCPQB&+S5MlS`RU|ym`85ULhc=xytU7C%aFFndNraQt&LEmU9Fj;
zpw`$^|HGDR;x(r-b&UK;{kg5_d$trMdT5epZ6?%lloX){x`qS%(K{s$pRS^272gg=
zmy77O?soKa1>$#d6v|_%^nrr<*&FjBdwQ~#HJtOr>t*eJk<)Wuo1C=LwFSP<`SQKd
zWZtn&IQHG+8zb2=y<FO*T0i=q#Au|!#PX6@Y~C3YLJ=CDq`nCf<M)CyYeQ7%_iLb2
z?Q^8DjgWkKW>@P@o&CZ0nnLU&_e_2HtU8}qTDg8nsqvCqC2i8CUR75(AsJhi*izNM
zyXVRL^XagvKljGC5`8u&s`Oj8^yFI8E%|3_-;j5@=-IcrBx8NJS~_@=W1#xRtZF(T
z5>ug;tN6FiInYN1x9vT2Sof{9Wb*rS4l<1{I$*1Q_)!}1rgYRUj|8udT<YXGebBaa
zfI9zvH4XZoARReXh)>Bs)*>RuFrqKiq5S9Fw($fscoF0iucDnA$$Ch8>$f=l$ayE|
z7T+p|A0LtF7A0#8MDq!$&aUNM3TCU=oyvEMYhL?qNM6IJ7`%R~y*~t=)tp<m45L)^
z8LOi*mHNA^OQEKVb*ot}t4wZl3UA+fM(qoEQgdxCf7)DCzZ2Q|merPix_0*Rxc<x>
zm+tzh-@0wJzB^ZcG0mvyC*2+0yfngNO}0iTmuB<N)LzwPBZTtoRMzAA^_l$U4xCt1
zuz`wFx!JN62aUzVv8+NXeIk9cWU1-<kyo8x0c<1EZ3y>FCp0OXaJO>LTFPT8%(a@@
zSnh@Oq=kz(3VsULd8bv|c(iNf7eCrvkL1qCLffdAg(QA*Z*VhEc~*K<hP+*xlnXvG
zZDijuGi3YARO{4gn|ovgbagm~$_e^>cGLA`|2Qb=xZ5T+!RVf1^-EP#W=e_pQG2rc
zZr(TtEj!DpmBnbGIQ?i%EyOzj&cey5yBKE_A)SLtm~y$~4nLjVx)d(mx7X_(_s&df
zoggy92eDz78*qGg!sY0rv)O%k>biaDfm@l<+;8ihTvFU-Kpk{&DNa2@p20!(c6l7y
zSLd@^#GSFM93N|HgQ43UY8KRo(eN`Saa;1D7+p47o2zezUMW+2G}TLdvf_uv?wEc1
zr7cRyLi_E$Z1>~O<hQXzjl|?F{f{v*yFlI0F|kjNH;Fv?H@P(bg&$c%J5p=ij+UO0
z^K>2485H!n&-J*Nc`=Xww$?>@?KkI#$VQ!`(25OD^a@&XHe$KzXgyWQYp+Wj3g@U#
zQ^nL>Szx0wx1aRasFpHPs`vPq{p0j)IOy+-I{PD8s+8A!qLKlUI~E=J?TL=5Ek9+y
zq@~rh4A)O$I|V)GQmr{^Rrn+6Y27JTe_qd%7N)d2kr}jhU;lV3#93$P<GHY^KFm|I
zJHH*X9FL5XRO(Ev*~cR~EILodtxNOXiY7AXqfj}-Iy${LeWtf-siIa?*V4x=I#Lzm
z(;3kG|JQhs+`ai1;o-DwPyTim|8(Y>xT%+a%y!T_FV8-Mc+K~<-*Ns>>p_lE2BoUv
zQazYA$ZwEDSs<Sl=(!!b^-dd+Vw9y_WSV8?&WMsC{A`Y~w(qT;avKrRf~1P7dTu+R
zIa`gW@8ufD*_D!FC7Sj-Z8XYZ<{hNCzj}<ul@df$PJPL5rpU1nD<IM3iFx+UELo$E
zOhUQ8A?9X_Hu@YmRldQ!-SL((q?##Kq#{Rz9_Ac{d+D8@8b-JtM-(Lj*El{&9hmZs
zoN`Ps;f<ieT%vipW=WBd{HGjw`I!loPloHBva+kI`)%so?e)!#a|$VMsBa+EJ4;wZ
zA-u4rB66L(W#5lD6zb=+pz5%$bFEu2+KBiZ<Vq*3&+>0NFEHOxCKO*=F2XHl_p@^a
zude<)(d&`jH}qgSp+?1}#)@o=O^4*P&Sk2`>T>Q>D|zTrz3(ikcvz$Hxz>2PLNxhc
z(wiln-<k=x(C8$=lGk<W?4KR53y>UOE?3IvmbVW%qP_26YSBos6Esr2&OJ<9j$-)~
z?l$M@pW;c3O1;jWlSZ-UTEmjO%N%bD3mT}n1Y5vnB&=oYb|^kO_Er0$;tYdO5%)3$
zwv1}o%g*W0gR?~|buN${s!Px8-|=(-o=%_RQEu(g`k%DXxIN;oQZl&~9?ssKfyXUC
z%i}r*;urt(R^I66=0DY<kM^OdcKTQ2*ITnzwI}2E)!G~DQ2p8UlNK6i)AG47s^et{
zdG?7x*+)*JFP)JmhtqdHPO_1Xl!1F)H`cWM`xv!nQ(UjJS8I1go`r|lmh84~7u4|<
zoBT&rFRD!6Ofsa&;@`f*7|Zza$e0rc88bzk+=_7=ZvoJ=V<*I8n-$w5<^K_Hn0C~y
zhk5jYM~*)s*+4S#n4>Q(m$*CqU-}}RF%sRUxsr00-}i@Lk*H_peUpSU&(+p)Th1{e
ztNFJ}c}Rp4JBhE2PvNwXP_J0>bDvK2iRf%1bdD*8Ey9ziA5hl0TS(A>m@kQU<g>9B
zw2-h#gBb0xea|<i=vB-cY6Iy^3e!LN#Ddoz%W5_m?2?Z~QkdV2-(im^=PkHxHq}C@
zDk3S$@g>nZmBIPcx$SA8f>TSp`fx(k>a4a<&F@|1=9{{E)51d)IoB}Pl_WducVaxg
zkMc4TpU4MwJe@B2`}ALKky73f=lCA`@b6eI=2YpA@s}}SBZ=+TF~u6ZKPL5Wy;C}u
z>qMcmu&74F4QjRSUl&bX$KlBmx3q7qej}%mdPk!tG-5woe`e|d(obeag0ln6Pq77y
zZE$4Qdm^j7Do>V>VTHB-HP^`&K5?{Xo52?Cdt}yJTcMLBAZ{cN@kuX5A>10sE*-LM
z?heF$<P>z7+t)s@*@rAPoy1@xq}OiFwhT2IdNEYCh>^hgz-ZGxue+~psL`bP8zfw}
zVm+8Rmfn3l*^8KW$K&%U0pfE>)0zc4TAr8=BDP$^aWrknGsxKB9J@~2r{0f8qKTIW
zh625Ra!UTlOhT#a>|7xVIPd=P2nDlJUN2g+IIRpz)^T3Hn?E70aQo@+z~vZ?ZYq@q
zF~Lcs{XDeB#0cf@jlJj`P0NEsXqcLYLym^+&RgtXEz7-6Vl<j-J3^O{#GICT65$}L
zluZ#`@S&a+ks~p0iyh8$d;jgDmD!rtirQ+u!U}`WtDpDG>S&)KTTLV1(8|1e<feWn
zqM4?q741VWZ4`2<X<AFMNQ7^cX0bMCL+MMKSb1W3C-t*`onoS%O?gcGI450~<4>vS
zQa_22DBJGIjYjVwj}f=fB<m;+wK_6qaETm4dE;`o>I^J8+wyDEt>;t3{OszB$zIE9
zw|4xDN>FV%;bP3Q-Y&W(MUIwd?Ycv1j_p@(k!tMYd|%;L#zpwpny!zjUu$&FlbC0!
z_~~?KyaB=av|hPt`S==L3k&q=tL)Pyab!nX#AJcuI-h_38CcL?P97pFlIPlE=^i6T
zbqrN}14$p3j<<(o?(bdw-stk$>>&3tGn0L3y#f`r>pvPEDx`0xdzIqqwe#zEuL`Q(
z`seX7?Yl1&R};b35)EyRwt=d@er{2j=NoTlk`!aAqvF^Lh_}m{7}-LqWgc<#d9UO7
zMGubd5OKEd*=c1Pboh?u8Wlyn1^%6yXwS6O@tDy0xqtuGG@m^V%l7CD-eFznb?Tnq
zNUG03;ge`<6_4Y!o+<|1`r5P}d46tQwRL~!IcRz<^S(FA#MVa>DA+@3JDKv==4Gkf
z#dbQn3!=v+#+BF>Drn>zO(PjTgErb_n%_9K)Vny|>OhsA9PoHK_A}ur?uof{G)=(K
z8@-Qa#<6rqlB?aT>y?!=@?vf1=*^1H@Z{;PUFOP&k#(}0Ekn_y;yIYy8u!H(qqk}H
z%MfR;)+<nFWPtNsUYD-SX-~(z7WONvh1FXel}GG5+5T$E7s^RHuk4clNrrp_n|ips
z&m6VR3*~c6$`+WLDf0^~gZ^)OR+!u_dS?x%DnQzQrWq`Gvvs6++jU%9szO8@EsBy;
zC?|SqU2$zTe?9fcUxb<C+1Ti__RbOSdx~h8!_ZCV_wHCWg2rN5>F$Zr^oFBpe&jHg
zC`s9JR$ITbhLQ<SEF6;{Y@u#-{E&i3&g)O?d9sE|`xI3}rbhA7bQc<;FX|t$?exV&
z(RQDbPFEc1_F$~vSwrm`y;VD)|E0~Wc(Zcf6I%*7X?G?*-N5XXdCma&ITy`uXtyzQ
zFF%C3y?1?K+3s)#3CVP7<`!K0p){ovqb24N58Ku|vXXJnZ<+USUfN#z9dhot6N_}7
zXUDNB#4^aF_A!F&VaVq(%27Ql>CKZh%4wrdvWj)?!VF94n<LJ}aotuu<}^2QCr&Ew
z#qvBbefiEPmRoIf;^Rq^YiX<LQ6en&Tkx%TXPIU{v(HQjmu?Oi<z(%F);US6Ozf3w
zK+R3IJ=DLyq)b15omS~Yfk%V*EU)J-*S<JS66<{}Jv~pBFlmyNENiW+eS~$0sFZR+
zq7wHC@d;YG8PRFXby;tn&RC`u)x!R~nVF%|1|1_=es-j<4o+6GbdqK?s*AX(?U%Y6
zL%Wia4r*TnQ`_||b}jzo@*eYfiHCfW&nJCv{^y=Wa`7!dW7eu=DcYF4Pl#MC*##zo
zsmYcS71Q8)bV92XiEC3tdD@2GPHw<HmJ-hq67HFFd}2&!n2j5=Q85LVIL0@3DN6F}
zl(-f0=@`0bE>TgbpP+gY#8Ft)vv{SQ;bcf`YK-V}me1vLJbv=Kp4nTjOo*;rgs!z6
zNBrH-Ix^EMbjyf{>FRjy2zlZ>r1BhO>9Nfz&gsKkYAd?zK@)q!ww{4T^hurt4_Dru
zrWk<ywT|R^GTJzrU&7_54HB+7o!kzb<w3l9x9mTt)a^ZAqMSKV!DC(RW_mdFRo_@;
zB+pVrA9m;UNKNlMZGN$TDs5>^s4mGfZSP{5i~2?@pS!LkZPhrR-%cE@X>=anRM}56
z_sg6k(sX)lwbA;y`A<=on9pbvd#Rg9<%dc8zuG*PpOGx<X^ta~Eb33|c~T?t8#NOm
z)d`-N?M}P5YYt)wMq+{XX_Asw`AL!p!QOr790ApC%_)^RhjWI1AITm0N}a@H8j+f2
z919)G3w$G|8nM)Oty=BpAmY;)$I^soOgaRbzEgT5JSz7yl1pL<OAYcfmby=hjvSnN
zHTC8=bGfJ7*589CIU>BXqObM+eD&|^^^>)&sZpqUjP6iBqYjg9g5k7oYXWFYe){-D
z)dD~M{nUS<+cH1x6Z2}!Bh*<W(RWTIB6r26_yD#l-8N+8??}`4_BQzFuz6pBz7ZS#
zVx(jItda7hM5?VY2`BvI45oGt;xm@9jZra{#~d5AW2}?9XparmTcewH`R%KJy=bsc
z$D^t96rPl{!FE%@mbFyJvF4rTWw=*3nj{$YbA39AJy)G*jxv_;eKT0sEYCQ|k=Lia
zh`OnRlvp^a?UBJe3QV>VdbIMy5({|^bIIDZ7E@zP-&;~#A|Q*W*Pt63ID2po3Z3<Q
zXc-?e`{Ktlj(D}6GmiV-k&MQ?G;5M%ga||xd?MuU&DNYTT~^~zm4(gaHDC6g--<q6
zT}7nk>uDZ@9VYRa;eB)T8Vmim#F3mIWSZC)yhNU_puwdMmzDSSI}r-`a%zL+HhH%T
zP@=Zmu|_7l0jl_&8U=lOZ6M)f@JE&}%qJphNf}2JTb~$_Pq49x@O36H-<s60^G-iU
zJYQoxUYePd!}2fPPT)M;cgs{nFZH|nu*6*Gk)8UT7z@668H?&r_0ITp{i2&)$Dhc0
zjfHc#^3J}?{<o%S+$5^|oRFk7OSJE%<QgMZ#!nMn);l0WWI9+w`BC;uMV^X1?J*B(
z3F&!KQiUi2`;6u@uS)(xmNV~}Vw*XSuDcnMt^36ME;li>BP*u3xl^L`9cnaGu#>l_
z{WldV-9eIj2hCoH0<HNgqV1TLH4b*uvz74U(BkbonO1*#+QJ@72j3RD*EeCHhq))s
z{S(^|6(dKqija6bwY*ojWhr`OvVNz;0pBDS^g+{vX6sD-(P+HNwN}Mh=0%)`<ouey
zQ&NS<3f--x6b|#*`78mtp0s!Vn-d4{wYg?Fp7PWA?VgV<SyQ6BIIl{d>Yvf`q{Knr
z8yWqZ*)LA4mQ@A!f3=m0Z9$G9ey7HuX$m^fOgX->e<P{$XbG9rEmI|Zv5)%HmgS<p
z8NU-D!E*VnxaIyUY&qR~`S$cX*{w@=bxA&!-zky!?JZ1z-hRg&rg3zi^5cv){_T&A
z-rTCzh@5Zuz<5R#-Eow$=3GaHeTJb%rY^nLXp=n2r!vpU#@#tGvZ6J8ga2`+Q*x0G
zozFB<Kc{wHMk=bDXzTkNi8^Ze6R0$QLi7<=A8RDO=V>X2<9F}PDPki{FVE`?_@i%4
z$CWerS)V^mPyDWz&+Y$em*?Jf;hc&td(bRGOYTd?>0Mua8_tL5{Ule;n{(($eyh%v
zPT(<RU!z3&m$z!1!E<F=>$lKgS)Gb|Sc*qehCuXH%AlqN@&E09&3S0>fW!lL&HJ(M
zh&YX{*<=#@7vCV3vsnK{!>tsYe_Bp2b>9AD^$cybI|Iw}X|pSHR&2d>>)|tNRQl0C
zPBLQCycZ|jF}^&abG;v>Rg9056+~3dHBLd1pJG|qV0}qs)b=$~Lmy7l5PXZrM!y)>
zzS7mA7@1g_K#GuzMi4Q_xpRh1ulH?J0{{N&OuCSY_w4`BFVb7c7u?gE5jtYiJ*`$7
z9dUv(eB_);Lm5v92XRd7<wm8wjY%~<aA?j}70>uY0x@c<p0Pi&G%v7pdV?HjjDNAO
za=D45OE;lVxhCt2WQiKYIkH4<$GiZUAE$+HhKy6=$4Vt!uT4w$q*NT=x4Gus!rUfA
zh^Q%y@Gj<f8<Ea#<#>n{Vmj@6Zq;+*{4Pe%a%2Hwo5a-FzBY+yH;+@)6T?C}PM`VH
z)WV)K0A)7j@q|9P#HET75uQ3lwfum+uCt6&tc62W{5gGmVzb7CG>^%2j623ewL{e~
z-{((l@Tu{T>FCxe_p^`@&Gl|AI0ut5zyAAd&fs8QJ@YJiVuO7@*Y>?<uqET_1(1(3
z>*|?H(nD&n>^!-g7J7}yb7D^axdt+K#vVB3TKFcih8QifFyaUMZ3Y@ZoZhRK>$Q8g
z-om|{IY%4@k-9ANdGpk9p_dzRcHeVnF*4t7Le6~e9Y@t$CWF2dDxc;cQ>HS6hray|
zA60Li;n#h9^XVI^@ISFr{8Vw{2z-r)u|14wr|D3<xjJVNwf644*KrN?A)mp4UQCeH
zQ5OB*56oZZHSJ!>j%gWD1uUAx>C5@>ibrE2Gsfosm+`5!b@i6nrI`0?64P&)=pU%s
z>AL^J#I0Y3dUm|zfCta>2SeevU&OOW(BSC!lU&3n+R&+X1%s;e(Y&Hx>zPY?vJE6-
z^?`n=0g2)RP7=hOBFQKn;W%I1PllNhk$$VEhR>j4$h>G||BjEJILF;5H)qi2XGR_G
z-mCX=)J@j?HW{h#>7QlIB2qb8&p`u)dUoK`WjR{Y*=yncGuCuwu|6=m#5%j5Zn1gC
zZO*c$V|R{5gFp1CzMkssxF?UlNfcc$(~Pe7$PRdpmL2eL;)~3U4y#Tw&1d{19s1|q
zJ;OQ{<W6fOs29)Cz6(6ATYWNg293~XbxKN1DVDDzXz_4;y0<r`M(Sf3*A!fzj2~|w
znO$=4QPL}(ti{i|+%IR#dTaTeh(=5tAy<7gB0e}8k4~H+HL(vNy8Xbc#nJH@og0ro
z)_lmm(;fLlmG|V)XDm{0HRdc#&?uUT$-hMu(Vl})6_78cc%ORA?<~%KGG%G%5Na0k
ziOv3N#xAbaoP`x1_*=uOd9DwuOn_(w=^xR;IL^)al%y@UR4prh4qeodPjvabqKoJe
zf5RTzSijSz3qCJl`Qn0DbpHF_EMvTHfBiK?vag?QQHA)n&xf2NF`8HX(jrM}==1_w
zwc#`HkPTudzqGmokr6fh%h?$`ES}^)%+4@xc@yvugZ$@&<u68|OL+@sRLF|{-7qkV
z^Ke4+-39S5V<gHj8}-+V<Iy?Cf1hyRIivHI*wW)IF*AzP&%QJ{{?7|?NPF16ohpi#
zlic3f-!nKv#06(QpLB?Q(Q#MqEG$^we>Z!3XY!NZUrbhHb#o8OL>M!+m$G<Nfv|YL
zG8FX2=}Keu@R~8EJu|?Z79M;0RvUV}>ekbz)Pyfqne$7nuK2#QAu&GhJrPqd&qs}j
zn<84>r{irQ71j5QGEWSJa@Cl3XCT3o>wfciZs82ASKdxO_jii`+1^LDhdZ&Du3+aX
z=ZMePND@mBdxGcux;(w$8fV{hCL(EGEJu4*rD6(sU2(a~a!#b7iJe59J0?T-Cb@F^
z6jNzmZF^y#sXJfXPO2KTe%@zqjiWY^@1<1N@YnVnJN>2M)O^kvbScpYi%+Do+w|d&
zb1vmw70UYem!cXI`t{qZKiTBO?@Y(w*(GSByGH-Z>@zZq=4o1K2~%|ESC3@Jal)Ia
zvNe|;KR@6zd*r0VM4FZNZBEP@GZ(ky|LL+tQv^L|<98yovXsnDf%w^kl@n#~oaw5X
zuS|x;zhCmVT(z&?sZnW5Ein<3&-gcO?U>UGys}p{LMCM5iT(Q1d!9rHvFOhx9$p9M
zv9=7`(X%6rohPD0`#d~3P~STxwTQ@-&-F%_v92w1ihg2_PZOmz8YG@Qmz<j9JeTX@
zU#6$?sX_mJ{JWO;@h2sw-fVZY_E{r^mn8~rs+LT%;Z0iu&Z&pw{>Aqg)OLN%6Ym?x
z2~|3?;xib^NU-NRcgr2uie%ypfq2U$X{&A2&&_|zxi-heOzYC!8OI~o+Rcyjsn@>r
z(S&V1>gB5<v3$Z1Jo|F#jrq@eKb{fo+okDJ66<UIy?dU#F)5uRA*%3fgls>W3D)o3
zcc)K@gN`?Lk8?!v{eFAPNKOYn9SK2)W1D}hL=fBY{hcnK1d$f=C}Xk^|J2`161WGH
z*z@I&vZ=WMO>nR`X8z7Rwi22T3{$Ns@#oFuvo(*Bf1c-pnp{u+FX7-EqbAmu_Mk1r
zF>!Q}K5I@JJgzLOCi$uT&S{iz>AUKm@h8lw(H~9yV7~Z?aZCFgsPs6E=)w`p(92%0
zE1ZQ1K5Iumn=QFlM!m}4m^F;4wP)<PL@k|Yk(~D-TbJs6_y{MRX5UyP2D?mF-KN=j
z$XxzkU-cn7OU~5UlyCpSXa>c;nfw`=^0XmqXQ5NgU$VA@j%hV|kUueBFyA8ek!d+k
zYfGD=q~&-1muVgzkJ+IAYqAfwj4JeI*i3xSB2w%IR!ut}Z`soa_Eb}K_w7&5?Kk|z
z{y*DNZcPy`R`mz_TYvrR>eu$ymseldclgBq{jvSc8G!%q>YuOv$$nz~S9Fh5`X=-E
zw#Q2Ld^c{5zH3yxZOHjkvXMDHIDn_GC8K^)BaUs?I6gF=ju3gNYL09g$q_qUd+^nW
z<0oT?@k$S;cmeHu`6Etf%4{X)%Ay+td#qRd&KOSJZ<hKdYm{Bmx+7$jo-&pUO?!XR
zRq7M;bf|by@qJ`}j-?=`Q;!za@AOcYDj`+YyN39ELzhbcQ?Bfy0)2#c-wELDc*&k0
z7*#*Bzx6HjZ6d7P>Eyb$mFuIleP!{tsLJ-PxlTC}vLYfG|L=2<JuqK_RU&iXEV}ca
zQ(oArn0{x=rYbX!rik;7(NVooYTDdoMa70UJ`B-*yy$DUQn^PmADcgZVJMjf(2aHI
zmi|k-hqPs`rY&<_vFEAfuII@XwDiKb1A~b&YNy<R)AmtkYmn0vdwP2o0g)fobVS3?
zw)Hu}2a~O2S6zhfl6;1{NFkF3>wK;?y_V1VNo~b=(j$%Yd#c_y|43Y`ec9@;(YKBG
zO{99R<<uRT@0*Tjs)mTXWiKy<4cks-L%xtmS)DgHe=nrtzO}hNjw6xpPkv~Q6_11s
z`riI;9CJi7RAsM-{Hv6U_?<qix;qiAeq&aiUM1-0C}8X9Y7#NO3Texh`4USUweMxy
z=Q}*#H*Cz8W7UOn$;MOd8OK)R@1bsv*6WtkxHat)>HYcg$}T!8%Xl8<G~S=K)A1zX
z(@tr&l0@4CYnxhAI_`L_Q!&*Bzy~_20sd5bK7GoJ|C2C_XJmLE3`L>!X=zo4M={Hv
zdbZ?9*^o_T1=_M{pw5+hs2khk5v0<oITh(n>n@Pe&al~ZS^ue5?8kZP4R13J^ZS|c
zsHaaNIW48K_09<0ut8WOYB-VK#GlXWW?SR*5ewv6f;E@!P)~?_52xGe7$@djjwF6(
zjDl-%$G#f_MliBzJE9*nsr_;(Z~Zm+5p0?xf0F43-h|8n>$0q=s+8&-?9uxs5h-`e
zpNygV!Mxtx0v+=_>|?2On;yLJJ0s{kE@vNC%-_q)-oq)@VW%@yjk$#u*EkOo`vLv`
ztrlm5j;d=AjU_rlIV>$*dPySxO*B^995x8A$!Y7IalDTTYT`|Zvo9@`M2d;e%mF|#
zHcaQXhUfW{xi+iA%sa8S9-*5$@A#C|1xQG-I&g{DrnG^4i!~0n-Wf$&R@LW7;WB4d
zIq96^>e+YPdS?vjyf?ulBK<bSH}og;-@0jSj#Pc2`IDOa?RQ3ys^&MRqJKJ(nE!dJ
zz0uFje`*Yy^1);y(Ppd-J`ft#aZV|t(69U!@%I`*$QIxqW_qnpQmy>b_WS7+DT=e|
zHKN5(jx(R-tznS`uW8rXi#<X+y1?9BP|6-B!<e=yxmNSB_sIx4a=W?3b~OAumLI(_
zm-(J2BiJ~BMHW!gj=hmB9`&H9-x<M2%?yksXPJ=43hGmqrlpSLtfn{exW*CjZ+gge
z<kG|Q_?;07dMCE7gc5Bri8iJmdm^O9SaTTfR8y~)pZmz4@29TO@%!tl%#r9+fv4Aw
zy{i$)kGcG9wH_n%Qul}Y@SS%POnC-EC76ymeqxS`iOn_IwclCS0>|}NqZ89;HLc>#
zSsV%Hl!@P2$Hac#)X~*xB`UrVwrE3c8Hd&$wH57e#TFrovYsOm5e=~yp3ITcY1H%S
zkHx&iSIy-M+8n8g_)99zY-^#KPiLMx8<<RHcI0{JPuVwc37iimbV3^O7Q1mi^}O$)
z>_!nLyoQ##{Vc+Iw#^l%h4rp=K;k&=?EGeqirZjfRFPK1UOTsN@jL5QM5z3X+)_<6
z{)8Mwum1MqQdJ^~bcut?{I5qVTJQ8?Y9k^u$bIHHHjUFH^i%Gc4U1wjcvM@99)8B}
ztW$~%0R8)6vbgjATAxU0Rg8|3v{zHKfoG7#AP#BGK!IT`2HL{&bxJzA@2sbfc1D^2
zcjMm8(KJ&Q%9O#p!>mu`pJ&@xx?{|nzi)KXpJIO$%k@#zV*c~4QHXhwn}Fwgqs=qp
z89Ms@bl(Cq4F75Wop)sCeDpt`k)h=H{%DeqguT7`Z_`WN{r*)@brZsUIh!U>byLSJ
z+ky41{q?nNp<t5ch4GZiITFV$FmLS7k4)}~+wyY@>XUqB8u4q}6U9B8%+to_7WTF=
z^|$!Oa5F#21lw;+0+<vdTIZWAqyN=({sQFmRnCy+8ht*8w+%VfiLY)5axzJJE_CvH
zs7~jWF3cHJ&rj|Ai=DD@`S=&Zs#81vVtVk_G~z#vqW|}mo~P40an?6_KW-dZ{;$c}
zr_)9MVqV;Lia=TH95cDM-=X8I(Z86clJ9B$Rn@>g?9qL&J<&k?PK=$H2`^t_W<HWy
z#O+C6wTbzDH_gj9`FfdlDH~vI<IX4N(#_mGG$)?kH?p}7cFiaLwUg?5Tk$Q(d6)f2
zcume2bKb6p-t<rR&0r$binEb&P?nNTl*^fq9=!B=_pQ!Ec!`w!%!wqu#5_N>*n^vh
zecvj1jXRw;OSb#oJF3bKUdN`KiJw@DI-<|xiNe?a4tsa<Y94%V8ptjw>SHP5%JJ)*
z5SINL`|G#nX^AP(4Z5R!(zNe=ytQY_&)?+u$Lu?u0?iTSzDd3F<!pogT&z72@_QyZ
zbHrOb{?QVGY_MsJ+RYpzRg!e~s&WtJrHL3h2et0`)rn#1q@-mWjp!}U?&5bM>c;rJ
zp4cb7`)&fOQ8Ld<#g&K<WJG>*YE#jB*{NyFL6sDZW7C|X@jEeA@XYaHS4O-!(i?wn
z54QT92(3<QIrU_dw|H>6X2(Vx<cIi=9OE`C5bHxtq5Mf)i-@VH+<VS-_s(CKzCW<P
zsDTiNxHsg#d-bbCQrE!ypG5faSoF73+~(eS?)Tmgyx>~Cxc8~!(nn)yxp`+!`EBwW
zb!>X%C4MKSZi#S<^zPl0h$zTezT9SQ@c>w<x<4^)xndgD82ju#5efHYl~$_Om^!O&
zy;CE^vm=ZAdoGJ<Mq^ahYgGMDBAm<%$B{U5n%WNjz+#oJ%|1~l(%I8qTcvYZxgFh8
z63}g(GiAPSPU$T=RmX*OT+sg{qB3XlnWG>w)I<f<+Bsfw3Z3}$%wb;DZAl9|XEcAz
zPBs0xjHP>Obgg&l??QANNp_$1Aqkq{mrU$4HCWoPIs(VnzHfV`spOMMx9I7pK&kC|
z{={SHJ*8JTUs*MWXx355*Y?vBgvZ)ja#!7obkA^NEna1^y9FzoBafvid3G%UZh46u
z$>KdmSdLim6JvPG7)@3>(x({j^>fBs)?d&`kCNUoHofI?9>3F%e@n!GwjC?M?ziaL
z=2lmA_-{>O-~-*WKTq<ZOt{z2)gGkZE9Z2_zSLB1<G)@+PUmmjqV*y#>mg&hNR{Z=
zY#l0>Shv`=<E7Yp()-CUe(uvL9xnIm@wAL3N@;1o6Ui_g45mu+++qubZ>=H%VXs6-
z7`eag$vc!OQjkwp6!G=+4e&9{$t*<@I$6%iChd_=`ofbqV@&Vperx@A9w*hf)q|N!
z#kQ<Bnl0|7VnXb+@4<&0U}Mp^hwt)?A3D7<pBVe68cWZU7G7$(;<6^l=Jd^b03)@K
zbH0Q72kIiZ-tF-Xj`iA-YM=e$wuSw_!I~DjOkYQiIKiSxr(A**dwgM1k2QHUMITG{
zL>TzzXjB^ObW8r1aerf|{Vp2frXJ+vsz=KVb&5A8?Q>dh%m1*3_(jg`JIz0|{E=*6
zDFRu3C!(@r&8@XpTS1KuFn7BpcLg)^T#nsi`tc`Qv2UZd<2*W#eQ5G3*~s(PQMAYU
zAl+(!WFP}XNpp!-J&9TpnHHNW|J`mE{l@;;qlZvD$@UTQp-39poul3s>y2gJv6R;m
zEQCy_K;0ZAH060OE%UDT7M~&6pK~BaN<EY9Z*!bmbL^w(NhSG-#dDk`o#WiX^`q^U
z>fO|gAKPD}C^=Q^R%_0?nwvdOB96bZN->&GWpE57Gd)Y*YAfy-W!jmiy@aWcIa0?w
z)}q3DdKhsY>UT+cyvck9xoW=^I9?`3(EIn16fM^~>3+ucvqz5WcOsdAqE8Ep+p2c{
z!E7EqG(7Y@o3!tlB_wJif-AS`Xs?kl=J|BO-F~O{o8*z)8nvm>E+g9FOL{S0H}|fm
zkj7=E#{3u4Pki&->UqV`{d7%N`r>RhV&|Z?qWGSpIen?nt;Id`!eYDGhjoj$J9<{i
zPv6gJxu>pCljTfxy`_ZO*PQZ^9Jk)7=^TBJt(sO_=lV(Qf8uv)gnl}no1L&%c*D2W
z_0^O)e#Gbg=Deu8zF(U3Z<`mz%O7h+_zv2QJjcF8&Rd(|lI4x$gJ+QpMbsCX$3@=X
zgE3|MNn$^qvi*7s-W<{LJ2ggCzRQ}jZl(1szrVKZbiv}qGP*|FTGpX<FK*?`Tkx`Z
zfgNe}&Y<;LI1@$nw`}1h%b!cC-$$fpweN6R>fb+WSpPM8_R1=qbnWqWn=r@PBe6ol
z9L2GonDdZ%9j)a%`X`ye&Zf6m`u3x7iF}K<U}Mg)xpGa}ExA0p5NpG}^kdTYL6Lv%
zBLT!cwFJ~pN}WRH^&RsFzP4J}Cr+8nb!*QV+!)7R^j|{%jd5ga-5p%()SY{`<?6sT
zdVg!YxXyG%eL5*RAya<8);qn}N9OTdHudj%%Cv{V%%}SAaW3%P+PJYD%xj+~>m{wD
z?-jqZ{w+Mm^Dc<GWMd~~<2+8(b=sCTCi*UMq=A;|Gy>Jxocd$usGRRdpEd<KXHdvh
z=D4?bA+R3ng<2?kW_y{spj%gOx$CJgx88}Rm%U@0smp2EAIZ^+IX2#alFCa<N!`M6
zYAmr<@264Mo58|U)Yh|C!|QJm@q4fM{S5t)43=5(dNoay;Gb+KKf1oamO;fddA6}d
zgQ9(nd-5H<A#W@5cQlLB5mb1nY_H9PCCVOcJwbfmw!+Nq`#(+uyoCOn8yNwEm`xw#
z!VgRym?Y%C^LilGgV>;qa>{6PdmWIx`dELgZ<v3-xpZyGvC)HLeTmQ>JO6gZH;`4C
z(^;pom`<dQ)OV5rdY>U3-fjFxoYq5Dt~X<GJdJ(F?OYzV_;cjo=;^_<iFb~2tEc3o
zCOtjwI?C&ubm-P(x&2NZ)5UnVMIUQ;$SQl|kq9B@u8__6v{<hMs8>YKuFQ;kIy9|!
zw&UGK+oP>4u_tv-?U<a)tWSXW|JynfviHpw<w-};v5fC;7Ioj)bmE+**X?+5zPyy)
ze%(_1J+J*l(pzHQYP<9)`scCvD3bYlszS|ayiEd*wO!n<OWvWbHZ!<P3C__HQ8JH5
zhm=k8zsmkwZ?1Lij@~SxJA#=Y%jfaX$gyoM<(Z%@9->Ezv1*(+=T!N8j!kt{_ZZvG
z!}7Vu>fSQyn<dvTEyv?Dd`(@?v%fKExp}=B-PO&U$y^J!@6q&K8g*RLV^QLFYHQ3{
z4)?=zyw{z8Kf31H!rkhij?6l8Mv$|F<^5mukk;nh+VAx9U`xio|6NvPGz7(!70>0Q
z-)2C|W9#tgL{(n@*+NHb@Uanb3*~j^Mr)0)=hkYejo+zdl<kbfLU|X)EpfSbi&Or3
zd;N^RHmj8L#LOhEPXV;v*^YnPDM3DW^hU+np7UfY;t}7+d{`~pwcOMQ<9D`VzV4*L
c(VE$k@v?gSjm6x)5xx~a|MS&9UGew-5A1w52mk;8

literal 0
HcmV?d00001

diff --git a/stats/output_build_1.png b/stats/output_build_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..a2aee243354783da90596a845536b521643a337b
GIT binary patch
literal 1033816
zcmb?@2UJtp_IJcV--u-#1w`76j)HUq>Fue2f)qh|Rirm5p*P3DLKW#9ML<gE2|b`v
zq=lZ)5ds7f2%P|-d?(C%>-+n-?_2A?)_2EQkb7_LK4+KT{_TCv<&CDg@|jbYPr+cY
zGxzV^)q=qoOTe!t|2P58JQ|9CgC8fJs4Cxu9nk*EsLP3l!G43?zx&TeUMUM>wh6|T
zsp8)QJ*5=%^L{?|>w_4zzaIah_>}db>9dQ<9zQ*Q`_^1P=8aTX>KlpIA>5+23c8A|
zzx?(yPXu1+nO^@2V-K^qc{9sJ#`ou+%pDj0*?_p$;GV6Oi>%2@ClaaXLgQSww3%H@
zu8QZ%jIy#^de=!XpreO_lan>^r=#b=nR0<^D98&jS&d9k7lKNwwT?;&@<2I_z0^l7
zeAcfIxI^StpwrHA;ylS&Yu~xX>ARa)d5}}@{NzdoV>oFcOq{dM*&PnYiUy8VpD9`3
zm=GLp`sc~T%YE5S=~5>Y6jdCK{io!NH|U*#S5KP5MzmUBzqXa4lL!IpZO)BT8V4WW
z*aqn$*Rf?&gY{HW((Fz^kEvCM1h-T5N_oF9j3*Ca#r~g<gI#*3laI}gfQ4PLPcw^`
zqI-K!c7nyP-bT<KyESyKT<(9Zl$b%fBSOFl&A4BUpw7eEw4N{=xsa(Dx1kufkrh#r
zsN4Q1A!n3ixXHaQ5>s-~uFffQ6-gw#Q?uNwOWtK6n|?LX>*Dy@Ibsvurfr*UC6Bj~
z=`*A_ASuzqPmhNmNT#1zcU;XmZ*et>)tql$<){i^pEQ6p0bI0{(*0aF9Url;t-7|3
zxg}bXhTH!3e|gl`dqizel$_dj^9V_Z(TzMymid$>Et&lHc^fR^_yD`Hvhz3&wWa%Z
zLkeco)vpfRs?Ymg<cYOk9@T77x+317-<K$LWQs6N6WRn}znmA0c}XX@y!3dB$RDqx
z#PIedgr;mB8(^8izbfOdX1q!ubKwmEG{20QW9^pTq!+Sw0DETU^2Sr%_>x|9Ecx;B
zP`sg$Q$dp9QvEpLp`%(B-jE_FUf(+ryIDXP&!4fGCgcwf+C0=~waTh82y}kBR~MCh
zvwlH8tL{{!s)_ZoG4gcQtX@rvt6MvQUB-;;Gc$`T)j-~gCBJ9ss!X#soDayG$%_l*
z#tBf;9@UIL8!wtF8I9S7*T>&@dfY#G*JQVPR9~!HeA>H-z-v;&^3peOfSlVa739$$
z3!#hRs?T3Krrz}%7h0FC_D{VVakZGi;CziWyzO)8#tlocJ{sX2x<pCFS&m13i&_>h
zmb9zjSvRpe1w?PBI}aDV<8P*PSyqj1pmXl*rJUyS%;)CoV&hBT=S$|-kup-R`g2%?
zdeJoBxYZGXEA;f2#R;TIdv)4TPjke#>p3}A`L|ix_WSE<wTp1H?e!<s4OjaVnGger
zk{oSR9b)AuAuo2i+V=|UT&S_<qWsrW1U;Z&(-qQ`%m%ly*$rh`+$Z-y<ft}(3vBW3
z8~!8KE>G|Yy{Y`+k=rL6x6YT51$$8+lU%J4mEel3QzoIf0oT+?bWv7_yK?U{xv$|{
z4<Z}W5E+#=WpTIr-;>SM+rD5XFRqL6P@Yj(_?|e<-XcCEAzx~L9O<wZC$34wQ0?#b
zEZ^hdL-FgN4eeR%`PWVqJq$GreG*D3AY2}BJ%@a)`<%ZU0}-4Gp*Q$A9hGdYs%{R%
z1m_^~Sh8v|Kill`U5wwvuI-04Q`sNs#|(w_c6|ABAWC3{kIzHR+tF0h7-givvhZx8
z-G^e+Ox0^o%iTwmNBgw9YsWNWwPP5%)uDtjT;}`k;GXDMMK_{k`l83VJb>wxo8C@=
zo?*-E2?j~!>I@Of^Phh0?LC#Qik&dhi(1sgp0SLaDp6t_)@>`OMG31g4x&Evygi@6
zBBgy4eqn9xGd@@1NkjTp(ppM8KDmVkYFQ5u2^B0#?f$y$1|)y4uJ(4dM9!)kYplAb
zqzuE5RDSDEUGL9#2{s{l5&Uede4XqFdQ=rTt#qbjNC6)(t21KHO^<5w&F22>I4weF
z12@S%e#F4Aff-k1Y$+r2I8!03jG0|+Z*`Pb!u#c&4Xbtl(yMwt>N9DolcVn=2BJ%1
zRJt;?CS4Gg-#WMW!Wuy^-g>#ZZ5JHK94@3^%5wgistrTCI0GS0TgJ4~Y;sVO!P&mG
z`$1Ec>X<YCHqWB=QkiYAwefra&!XO<_gTtt6HYM2sB0~ku*bu}sz$uw!_HU9?q^ao
zwGkX#6fAk7i<$Y$Y_+eLkzPWUSAm3uh>Byr$%Twm`1IPgAMuwXv*|7*SCgJ6h*;kz
zUgCF_$STxSBX;TW&wPF{Yy8Z5bYnaHmhhSGJf?AXr4*l4Ui&0poXNSy6t~N3dmkPR
z*^8VqPcE^pk=W=z{$!HhIy>T+X6q=X|K}reV6dRgcW3%dzn@Vck)WVC2pexX)BX>)
zsx(x+oI(u?Ut%X*oM3HJSYsW1WyH$lWKh(5i1d6<{byT}>K?}#!cK14@$wHUS*77T
zDLTds-Exp#0|u4>hi9EVI>7F{(gNpbym4X9Y*p}D{-TJ4DbX*>o(^%9v@|v?A#NGa
z>89G*wd1Qw7Oq5Lx8JIWX|C54)qGj%KIQg*Z`b66N~G6fc-|s(d5r7|hUJj8Ck%~p
z>4xmGN;l$0nU)O5x61$2qA#6MvE=PUpfvc4j@g7^`i~F-7|bw=&fqut;PU1Ai#>GZ
zXQ2drjj{AU!(ZpP9-u(_q^o7*{2bA1H26rYJ7<?E<7X%y1G714fURhCL0l`R<s4*)
z{bPr3JHFzQg~-3e#4Yz}XKeLA!rQoia1}RJ=7OFw44Q??<(e<}Ncs9VjbwBk1FDe0
zq?nQ0zB~dMojblHo>G3KdKG`B&g1irx%k^d3KLeA$l#V>e4FF3%c>ACs=&CxG$^){
zv~h8Y4uN2~R@P*R3UOd@w7ZeSuVZf1KI(%#rfF(TJZeW6!r>2wr?CTcNG;uVeJ$1V
zh|>QyUL{0UsR34;&Nj&7?FI#KBmQfwb0Z6t#bLUV{0jDSP=1=hc!sHuiMju5+%OZ<
z=&Y-(B|+yhFWPi+`wJX-ah`5|I=f?{AmvbVID^2YX1tx7{liMLm9z~qedk*ed8i--
zWi0HtGCJiQ92lRZT?;OqdUovc9VjjQJP=|L+QQpel=T;?pKS&y<nxFplAj|#%LbLU
zXE%01Nh@o0aH_=B&7MDl|CWX~zk&rk8^XDPniNP-HltlIfMB0Ay>dethIYXcI)Lm-
z3j|%O(!Q0V)i4BCSw>t;vXNu@=M^nNC?z-M*d=d3K!A243+g?i*8nW@7T(a634Au;
zYM<XJSizCRf0%SNo*q}Mr&jaso<#^%49mU1XJMF^v~L`T#oj2Pr%C_e;MUYPH$pr@
z^==zda%VO&T&c%wFER~c4R1?-8h<x3CEH#nFlrXXe-%;OfHKT=$XY{^wcAPmoY_2{
zA(jdS@8u%FWeTzvyKY;m*c|KCgy5{p@}&hu*Ho-|XTE_H)V`x6abDBmlV#ZecA&;O
zYtL1CRvBb8T!7Fc5H+e7J9OKkNaQyT4NICq?;(B4oR6C?ji2umKVOz(Fr7)pc1WnD
zJ%1ti$gc8SAWS#7sVtZt8Jty)(9B?f%<ZtSpf7(8^N~ghzM=XPT#alrn&``cx=j>O
zS=bvDStgc%t6l78;*4k2c4Fw(hnzX!W;aIwF|$bI7uva%`P8Gh<Is(78rd-4x$&Nz
zudEYJao{VXH}`_b_^|TVp8+!1od~sm&U~5)N7u~;<yT4E?K@h^FvEM;iDW4{n8Fw|
zCMg0evZ6mkBpiUJmCD{xJ8H~uk(WvCwgTy!T4KF{q$42e;YDTp<KZm>v)B*M>ZfE$
zV+={Z<Hjz~0ETb^Oqw<F5L0vaLU6H3=M?s&R=54+;Q#o+hiD&c^gPEl6gm>i{(zq*
zY8qc3u``tAOy(63E_{li_iQ#vKQOq^*L|<avJ{a$uvU^AES`EkCvCSaX?7frJ1$H}
z!BPVr9)9iCL~ahpFAUC-BJk5eDzhHh>PLjpPC$pF=5O(&H+&>j_RNobq)_8RF8Jy1
zfq%!0I6UlK>HavFI;a>e9u(Gal|E<MW0&e?u5zlsbL^!G6n;eM@`pGM7z@QA?H)Sh
z&wkkZ`zPHcerUDp9HxTDZx%FLLRv^H$9vmpnSg^YlwS^%AjMBnz50_Wu7q|(zUYb0
z7*KC%T~0o;9-AUAk>gc6x;?crCE28ijBSQ}iiD_bf_?>o^YpWW08V7OM2m`*I`L62
z@1Do9an;%Y7NDq1;Wdpc`#9du!AiV3GDdmEsNzqkQLilcKtz5geTE#Q*MgisQ?kL-
z&hvr3EmxN>-!HD`DYs%th~+V*lTaD*>ZhogN(Fnnrz;Lw{x79YbZV*ozNi`E1m;v8
z>1rI*OoW8}SWAP6W?a*?vODa&DIzh#zlDP;2vmzs9)$)Z;=^2tim0sWZoVOf&r6*r
zVn?wzPbfG-Mad&g{XdM1`9RU;Wtw~2kRBzp6T|a@Urw(b=#?k6NF4WU^MzIJqw7Xq
zXfIRbuiy??Cl0EtRH(_-Rmg8(;#Pdl->>nUzu_AcSi!nsUvGr#NT}AZ+PyEhVi<(Y
zfS^$sfANu6d-eHUt5z-jVw;0DMN{ZTR7f#XH!nXu{&hFi@cnn)ZGHv3J0x=o0jS^E
zW_Oao>Xnoji0`(z0o}{Td)ol}1{u(b@UqNlc~^6j-B{0w{H)F8@kdZ$iSd>qa{R<t
z=Xj;-doRH@9zp=Erc&0;q4yDIJo(@1W@!z+4;wJNDIK$M%He+2BNvB%UxOh@4<KrN
z5Mx2u|Ju=kG7b2~|E_sK3*-NN@`Orb;7J(;g%F%CBULRyNDls2PyW>_tGRbX6>3J6
zYglmSh0!8c(hnvmIafJLt}iAdXPAhe%?t7f(l3^n7cJZQ_ZChXnt}EhCH)q7_K!#R
zA0({fYs+?yunm&<$B3JDd}ipIOoDatX9GLaT)yX<rbuCm{dcwHUwfwbdJ!*OG(g%p
zuA5R9y%tuipDYe<oIhXEi8X3G!!Z79YAXAg8ccugNXzGwONMK^EgXT@$p`aGtRDX6
z?w4>wEY5O16LUmjf$e@Zob}0&EZVF*^u^iXTiI%3a)$uP1CiAYn|q}Le>JP3ey%K~
z{Dr#Vmh86QtM9e8-Y?Ak`0Go*+BMnqP(eXop)?kKMrHOAz1rDg*(c5OMG+?1(^@UZ
zVL`gW6{sXyukyzu=(^9&e5^2GG)q{hm?v)3MR(-lVDGS$wDeT7y?QuhbJy|iU1Rw6
zn-%d_WRCca09mW_ia*Hv#5*OR+1GgE80@#Y2tT=W4fdnGuS+%P9po!~T(EptyPTiH
zLK$Vc-{rCsW?R)_va?USB_jkh;F|yX886OZJw)7EAOtc^Y;6WMqNxwwlx1^XtXUGf
z@%T0jcF)R552AJ1Ft|SIW<RwTKgupmu2dVXdg>9zDK7y3qq+DC-N@_L#!mSX)|>BL
zFbj9^*7aK!qh4zi{2Q+H@Cy+`g6b0FnUWbMyIL6RlC&T7D34MaJ=p7U#<!uJo8;>$
z;VVSF`aj@opXOqz8sU0m`CGaOQ&zLBUcsq_wfN?8VD2H2b8qU0eO-xOFj%)cM5Yfq
zUuM-=UAY@l)Z)gQ9+~CY5%Tke=A4M1ZY38FY)Rk|C!1NEWrYIvCN!EpG*OzIIZZg6
zB_|nOMun+OaYmmu>0lYM+u283hGDNya{62m*lsAT{J!|Ag=ALmNt6)c6ZD-|U+Fo=
z!J4mI6dp+J6?`(A(zK%Is}WIV&GBo^V)dQFp=v@6HG8=DcTU{IGiRAC&A`#sR*@%D
zjR<Y!KVK$-p(gBOk6Y{*oeMMDC9YJG@s#F1jiRtVb#I;8`7_kUN|)5!t8}o2;%(id
zV-@XO3ZM`Y<nX8jDWtUA_M1M&!Cvg<#FC=R1|wHfI4<SaNXofJTkA2VI=w*Nw7D)V
zW#GM!A-k708lHS;dGvnxD|{Y0`Ux?#TD#@>`LZz&qo%5|bD?h5oJ{gNE153yGiISk
z686wUIJRnE+PpQzA#$O@9odb3H{pXiv#>j7hxnb$L`9^eq_mX(e0o;at3qP^``DC*
zhAeX^(*!eT&18+sXfh?V0zDHnXs4=U4ugfAMOPgSgEMZF(vucFj+7>40ckN)6b=)W
zEa4oz;?VTxJ5mUN5mO|pTZ{HO7;W^nEK0oX)LZ*4P7f2E{Aj)7)U4iRUN%8EdKhk7
znCdw!wm<&`*D{PG;X^$ScxaKh={<x29{%;oaQ~t<EzU!rfc)#`LRmh3N|hXOBf26~
zI=&;Kun_a^Uln#fN_o<y3J02QL8#FbSNihUW;=g1AACz>sJ6PFVv6e&?-VV5j9muA
zEjE(i!oJO)UA7+kevAN3sB4hbRhZMk{@01df->fog2a<8ic9_$?(kf39$ot=hb+ku
zn~^SFO8RASV}BK6mwA_!ubg{g>XK{NO8@!261$Dz{vH_2`~qaJDYGx>7HR5gd?3GW
zktwq(If3!Q^)Tme=&CnsSBxH37bANIHD|+P9?_R0;|TAt5z(kOfz`_!B_4}ATdT6?
znitmM8hK6SZee7p#e=pjjx?RYpgdtOU^~AB|AMocYu0pmSYq{C{I$+^2>oAxAThMl
z$*TL{hk(F)e(^YdvtpMAE{k)b0lSqF+gp41X*?y8N<J{DrMweVcB(;4EfQ+4Z;sm&
z`d0wje1$U5EhDgGV(htBw~}7Jug$mHzdjg1{rSw8yts?$(3N2oi(mo+Asp*E^5xgz
z(U0EAu>)A?>`{+($>|Ie{M#2E;S;+a-lOZeoQ-`N^32Z3aGP54E#K^j6R?I${ZL#<
zNJ?gBZdJl<c5&rh{K7BkmGk8<nFqy&%@Z9_Pd+!_94WB@#f}l$9MnFUEgUr(A?V1o
zUvS3WTDx0Z^`Y9<qnFdEU%D*7>P>FuF__RxNFr2@R;(Cfp4i6};gj+;Xt^lKHT-k$
zkWb6Yn?+-1m~g#v*PZI&>$TKR`fIz@TO9<B*L@hni^^>Ky%N5&pG!a}X8|`;NQPuI
zHYR~PePzN_$54yK>J66>gh-OEc{_t^^z0eiuo8=Q{_3fM`IAkAxD@t4WY@IBfk}FJ
zyH7obhM-xZ)MXgVv4HnzMucVD@}F<74{K5-N4Cqm`YluuBH%?`x_qxefF`H1#?XQn
zKgly*w7e5utDZS?y))Edn_;_jhCz%sA7NQA8qh>i>9lqy&dt3RXG40{PJXJxx5#gs
zbofp%TeQU(clcB7Er<eRx%gwSZma)RfMvjCs0&1|i6*l*wtc8bim}%tuwa%QA)41I
z8EDH_>+M6l6n3oMZ~0B-<m^(*Ux?}{lO>5On}hyZ#Cu>-?^Tsa?u8$dJ?#?$PnGxj
zL(XH-6F)^^XFtg%#1Ci7I4gKSGMSnsjbD!3ot>}T%=WeD1d&czEDGP-9J>Y=g~600
zp~9rVv`j$GZ%EGqkPtpJz90eQhyJLb--q2I+3~~lTrHgGmtK?P_v^e?TdnbbuAPm1
zan|oX(FTB}7G(8eyEhdd*|ILe+{C)?u~fNxwdF=}u$VABo?JQAi=S$XWaFgx?M)_l
zW2UxR52*e`eekH;kXT{sF!(l-)oIsMX8l><X!UZ(969Z+)UVw?NiSA98oT!NtPmIj
z-`G3XiaXVApIj+qFl9bj`^4~YaKA!iMf1}>3z1!ozJfbiY@Q1ND}|mMQBvx6?@nLG
zgaR<{#GJ{qb}0X*mc%@?N}tRYujQmZxou}r{IwB*zr%cBBD1mXwo<~n6i(B}R*NS)
z3w5zZl_suS0z$V!&3^k60UYUdr04qGzPD?)nl5O!ym_t0V9U_O7}v+dp?8^;Uxg7H
z$CJe`P|WXX>?m-07(g2SDyPKtwB5ckmyL~yaK^6PYx|Q+k+1zJiSKAm&kt1>hn??|
ztC1S_T+w@iGvR7}Cyfbl!Aof?UoJbrV5Q19^yOY+?V3jqbrL@nsd2jT7S5k5&1l=N
zmN2H=Z0bvnIef4ZM8O?)Oul-lr_%MaIDYS7H(TO+kZmsB;R=AYr@Tyeou;yb3x`7J
zEpd-7vz{rP8CW~VG={A%jFWvIlUw7iJTb%7%*kPNUeAP*`i*dP*2L@41K*xa8sc<c
zfxuA(R-+21JH|cKaQ%`g!IJ3+1L4PCfIq%`T0DmuFY(aLn?}V6a}%2St~a+7%19n^
zt&;*ZTps=_XIIF;0mjBI&<MwGB~bn5pjof!s2q!(FvXQTJ+;vM9d)}_x)H-uHZ4z{
zJ04c1qJ8bA)!KZu^I=|i5`~WN>CC_P0z|kG0<O!swAZ(++2e8|=wS-CAzUou41e_^
zx^lhLcj_fcJzV@?%q%BD<f%nT1L`t8DlF#Cxp96uH)?@bkHDDAPQl2OS^d`9H^N%3
z#WC31Acziw&DHk!qOgk8GSM`%8abxD_OL;3!lITk53jh(cym32StLBf#`YRJJG;v+
zpqbWA$&7)fEAbMG;Mr99UA4pTDvqc<NIlwqFAsJOAj#urHTHe|wt6j|q}OrfL}*t4
zn2bW$)URSC34-Cl;u?aIx_QOAZ}<@oGi?MskyL-7-rwEZSmt1E(1LP5_bRZZpPRHc
z*HNr`X-%UW2Ok8RD1poO_^K?hpZJRTxxmQZHV+#(X$4zrJwAQ;ak3-oHKm?1w>9@F
zB9ymiTi0(Zq^PMaw(C&M(f@6wr=fdyRWGvTq+BK6{v_~Yl4*@KQ6ff&u$xt~JUgFj
zp`h(|@T&e0ATTm}4HEN}d)h6>U>TCoJ*<9bfPu6e?t)jFh%{nO%WYt~H-!u=Q})|I
z8T3q~H+8r%wFK_&wDw1V{u&)r$hXP#fZGfzTBch^nz)>#_^WHUK1Tc$_SnQEbtS^>
zTqG?Ei~FyhbXm#rZ29*Tk3+Vf`<;dW;X#CwL+R_d8l7s?RM=0NXSPZ^GvhYut_AEy
zPc#((He~B8`J1}rJY!E!PZTYTze4f_%`xIF(g#91`WN}VdCn=!wKB#*I)2i3y`{_P
zbrv24m-HFSFebm&AAAj=&F)e*RP7$r#^F;bKOWdR<}xYI#`3D(Dze`NmPcGzc)f;^
z<BRa_L%Xb;T#ER5c1#wN2)A+f@c2lhFu%A%weVx&x(Ik}hQLdDCVPvOGtt)E#q>(4
z05)0>;u?{oD5K^uNzcZs_1;qOKVYzz3J~a2o-xy|*PP-Or-ZA-=x^oD3%g8Vfk&Pm
zn$JP=$a&1Px-<<;gpr(fObg8Ff2Tc%2-Phz?C@OLE0S1ROpn-JoA|}LOHLHd7W8t^
zJI4{PEuO+5=-t|w5U{zpvK%OvDD^80b_=qn=JlCI?MovA_|pOd{P|2|cu}KTYQJ;`
zsLO25xHL}sHaBq^GWjmZ-4IBj27V|jy9(!n!FcANx;?LHP=yZzd33U9=&HcMH<wcm
zBMn~<R-XFpGss8gr1=QQQHstr0y+)qn>b+?DgqBG{x|XD5{nKg=le3-Io8_Bpyd4X
zzm@mRrPowJPhxNQPEW=6j|m_@<l?)3Bh=$Dm1||^?%tI{4SwJaSbq^17Ei9yChB*)
z?k^99Bv87{Lfov_F9-VekLTiHu;Qw!R0yKdpdV|Qk6&c=yS~3mh;^ZUNCe~WP+Xh1
z6zw@Kb_MVpi+6NJ+;|$4PX&wMUr}T)$NPC16qwY=(d-n$eYA}d^b?u7k||7b48^k(
zI60P5eDAuuyMK(h`(hC_@^R3m7u7Q~be@Z&K9DHU-CJEPg?|?s5pgwgkk_iC>MF<H
zSo)zx6!aig*@WU~9<o!o@3Af))zm9()dU(F+R7i^sLR<N=sz3ibJ;Aoqpke>;p8{m
zA|oyFuN$v7NstrvreZFbMbVt%d{0ytfbu&>fUrS-dC;P(v3A?+b)SZ`kh;YF3~Sef
zTi2bHd5r_n$2XHK0Zy(Uon_g$YPV+wxI~Cythn>>W&yV!q}7@bxgELEyINYDYQ+y(
z!O*pqyLx)oG?HjBWDJEubY#;_b3RkoK)yLy;cT^$fanrQx41?VPuaKJEJADy%xNsZ
ze-wz997)m>)S}9bP3lw<uSUpyX@_X3v#<vJTNS+UqlK`IwLP{V^qilKfkW8_lS_-E
zwc_97$ZU=(8sYVrfNSmU1*eCG66%FFM?B+cK+^oj!L_4Z1hv&~S2bF~%A6uICyF&{
z52nO#6w_b&bIfDxciO_dv2S193Swzj3eE-#63&Gp`8LX){^aLdt9k*9;>Lk?55~P~
z02C=99Z^G9<XjewK(QR(gx@<ZycYIC3xvTX?Oj2GBZkR%u8S~aT|zIL;VFUo=R@}`
zU(y)`onR3!6cIS+E?Mai$)8$9J7-56hY4jvIphiNxygM{g*m!3&!24e6_DWpoi`xQ
zMtaGwh4iFI)-#Oazsw8#f|hwMU4Y^|$49H@lwAe}CL)aFBxTRaKCS3?xpD<8!-0QV
zErSp8EqOY$$s3xRd17K)`xg&#tu^-b5M8Zn4(D=G*4w-mCl**_nf-;aMH6p<^%O?5
zAv(`rmuVe@T~9wL8Z;etgkG_u)Y)%bG36$99Bw?h&u%G_E3y~3Nxo%Vn1{KrEFXKS
z3dVZv;pgYqzu3tCL*!4oDef!xj`w=mI@rAZrTF~H!^_8bPyF+jD5c*RpL5Je+1{(1
z`^T@fLH|&*QgSjK{#l8&dcIkd`Mk~Try{>AxMC8|ZQj@8fy>A1=n(wVxisvGkei0}
zb)@CV<;i%ZYuQ&@vFgtkmknYA?NTSyg7e2>=&xLnd-fgUGWUB;<BfE)yl+e}^Du~Z
zbI@6Sv;C(Xds`bIq82Z31+0z<+xC9^=p7T5En<9mlx&>iOBYx?;XA>m?B`BNIA~gG
z>h9JgO2A<LP;0{Fwl+50XqTZ#JW-L-^3Hy?ab$cm{oQQq+Nx4;&R0v+#(rUKPW2Yb
zwRXsF!)wN`thSR(nhx_Q9cUl4nNT8Kj_pKg-8ITDM)mlo$_17oH)e@-6-rdm_VG5)
zaXYM!b$<=Vyhyjn=C-qR^XI@)x0LOfk&8ogu&}5n5a`scnija9C4q2PtqnYok7!2+
z-0kK2nw5-f)5uqSn6K(Y>KtHorc~?Ru+JoX68P?T%|5?NG-=4LF6Uxi7ia5Q#ZBCT
zbsiRe6%jyK^gBqs)Cz>39XyD%SZpUv)iNxFm8r{f)8Y-SeGg*s!KZ2OTtS$I-)i&L
z7vSl_ZkrF1vPzB18SxK0hUQt2Dqbx+VI}Ayc8iB8!x-tsr(^fvNks#D2?=su-wI0>
z#f+K`YQ4RQ+(6?w2@w0}+-p96ey?A=O!k_cmvO4xA54&QR3YArvdsFnw)(Ow6Jc6H
zTuxj^DNR^NPq@hM%B+7CS>}{;869`o|FdT5V3caJKut^40%11C3dPKyTc`O8t4nT3
zyKJQ|ajX&8-%4SWUaDFt*L0vvpD)^^edZMP!CB;vCk}WgG1hK=?Ybi`bDT9faF~k!
z*oVF#jTx6hO^}haoVOl)8_GzCIDX$h<n|JsTj&Xa+-Ip}6<HD5dU3H=+EvsTl$A%k
z(&LF8ru`V-yb9Eq=h(RkH6Y=9G#B&Khc&rNW>w1=FZh_kp;x|#)KM~=bYiNg>)>H+
zwbO5CINn9rvTeFQ%J7|KRvb<z4z4>cE@Nts?(xTG-Mlliy=c|G=Bm2Q3Y?(JY-!gc
zt-fcNNHH=Y8hVqxc4f+wkVF2d3mVQNuI;uiy>F<Edd#DYW>Wa?07_v#;~(FHqyP7#
zsA(j#(nyp*l#9x_?AA<W9QWji7m1YLe_1)7J%e}E6;w50V?gp5y1TOlY>{&<G+RD2
z$-iN@?h4!6^mn7VK;6Q}+Yl=P-Tdf-7iKNB+Y{lcg4=VIfT9X{?7Nbs@v}yOEcV#i
zB&ky{1r1&(Hkn(u+qNS?Rjp{!9V)M!tgaIFb_IlQ&cNHWP&(c+%jE&x`RMCvA-&d=
z(ABK=DOGE>6dGD~L2M#v_-k`6v#W`qap2^)IZbKur3~GGvt8B<8fNv=a8DNROk?TG
z(RgDfzg{!Aff%8shwkWIZNVd&dZ4fBY;xXgzwI2ptv&LQIYW1gx|B<L<wBmXb_)zP
zXV3((LS|lDw@RBz%7_ICVcm!fl;%1W4C<_&nblf016{l7Y^|9cCAZi$WOH&VgQ&Pg
zv(?Jx7%Gx;f?`uk8B=LL1{;Q0CJg#{rlch;(tFK0JX)^Ixz>|Y@ujGqiGq={S{>c6
zk{cr6gpw1v$G6$cpDaxaASq2KAZTts=R}34tTZjP1Rf-R1>OI5x}i^55fAS&j6E*9
z5pA)_Stqu?5@oHW3?fkyA`<6(N!T-uiPn3+=@xkL#2NcOsGZy}%8s}jc~3`S#Liow
zJ1vs4%#+V>w-4<7hWV%qLp1p=scOh=Q@2KIvs|WrUW(YG1ga7x)~jR$owtllZW}oZ
zw5zbrUc`MF9G*R6)SO4aH8wPuKS(pa$9@u)VGWVWGo1J4Ft03D-laD+nMw1FS1#)2
z;)RYqitC>B_Kq$c_8`QJe3={ZEgD*B=-R(EzE;StO`9PL@!&{hJts}VookjfL(6h_
znOpKzZC;{Bt$&=nIl{;5$X!OSL<Sw-2x+p91pG8CC`}8B{wwuq*ZcmivgQ<SK_D}p
zWUq7sls0a1%Fuklfzpg?yr8iQRvT&GhBA^;d#Pn)V{XpaugoUPk3r)hUq;YV^yJ5f
z+z&zk%pR&$2~w@O&!2y;T>elWdP}hGGEOj&RXh8EI{TZSf9q-oQ2hG!x6<D0mPka$
zz(~;!+K}`dv)8j(6yB1q&tB#^C<VU=Mg&n{1*L7)<g9Ub8eLXq-;R)2*YH$he<i1r
ze;4Ib@UX{$_gXn3<ycsRfrxmdPFE3a<-Gd}1hHK&0BgK&oQ(rC{1Cg=B`>brh8dO*
z==R}*nZb(ypbsGe!LPdAPMkP_|C3=Ugn2a{-%N@O&($87hjmxa_hmQQ(WLP6euUUz
zw&*oG#B6~Xy|#j_aAN&ik1+SA&&;{uKY>|JiaQ?(cc13SC2vuIs`bF8KN;kIm0lF(
zg|qGGr^R1wSBWCbgg2KJ^e?CR*e5TF$e7vJ`lKtdfM+!S3DNhd9{>JblTY8vQ)bPb
zLwx+1@q^?%xmP9H2IeCLk5D~c`PA}NZ~eMG+V{17hX@dx=_&%YaTH$|D&9FRg+?t4
z(bHZM5rW!C-Hjv%np>tU=Q=kJS+lc&?)_%JO9Jc=ZdBMaA4l-<DyGG^NS+7ZkJ=_Y
zJu>k*sXKS>xU^;+NC%X;>Wq4gl?eOq#Pmm*cRY&g^|<p~0PHKc1z}M4SY}gw)|}Y5
z=6!12HFa6b`hFL4<418g5OZIVuHdzc3|6REwJ+Ej(019BtZ4Eka9pk-mpT$9-adjS
zBCde1{Kg0+DcHVn@BXOgL0ctx*y2e$e@<4!@%!BQVBxs>A(Z~EqmcHvrq-NMHo>}e
zJ7fQus8h68S~A)%LhRi(pYmDnA$$-$z$VBq1r1VD%fLcr_)~)$tF^VQgT(-qDxJzv
zLvqN?d~^}k2W;e6`EYd8O3)v1<JDKtZtX9?TB>qWfkARk#PRbhoJ}RM^yT4Lv1%uH
zVNa57n-dsEa}tEpG!In6kGo*1<ikLIYMcVJb-Fc}R)xWWPVCMe@$rUAZ=$DQW6LaG
z1Z9z$j_(jTt7WdL*H)@E?JWrpOZu1n!2(-?c?iVLLLp&3qs@C@S+UM#<;&M6HH)U8
zdKB$PD3**Rftqj583Oz-X}@@Jr^I}6ti*00snTg>G(k#d12kD->%Z2w0!cp}LRN>g
zcRMB-G{v`zgagNq<>DJYwXV57HL%Sj84?k>Y|dg}8S^cqIvTqU_Dd?if2j{GN;~-M
z)t+pYE_F66$uJm+RI$xxa3Gn88-amBepzWuM{k0;ozw4ToUt^Q*o2=QSd+JV$zWyA
z2v|C7Js*kzu1DUoH+`cKKs0)oVEnqheuepz!@M*tXIoXyp$4diLtsVcw=5`zzy9hK
zM}QPYii+BrVmaAFu5pf+I_r)wyjFqe0QUX}<uB){n`#H*P6v~BTsC5ro3KV*Aice_
z)x8ZiQ33r!y@WM4$XiqpDT3JzaG*Bx6&kp^KS&b20eF%j&Ao$6p@>6-%;w;lu=75`
zrPq2hoI)<s2GN#s#Slb;8ALIb;V56dHd#44oZftmIZ*WPOsb$^^XOUrE^Sy=!4RZp
zj{W%Y7cOKy@@wBEs+w{A(?U8Un>%Uo(n-K6?jfMqaNQ&g;b;*`ODbF6-`4;lcHhz<
zH>*UKkUT~+>^q1cN!r<-kY^&8J=2R3+`YF@-d8|lyRaaaj}Q_0vaosw?X?_VAI=)r
z5zZnarV982XpdS$&Ox096@EJ(ot5u4TAIn<eolLv=7A;@$(xfqSQR{AN|)cOSqbht
z_+xX_;?>{d_zNP36-O-{e8;VHI`3U6te*OmaLaz}@0%MTZvN%`c^dtwBJ2r;M02&k
zLnGg`Ml;a*^e~tSR2OxnqfD@wMi$&6#;=~;ZV;fAIN)B0w}BddqC}_f+s81EvxAH{
zIq1@2@UNR87LOW!^4MmiG|J1YyBk+{IXy_1y9Q7B*?w~&G54xa+;zo9P2w+MvFx7f
z6M#AIIrnyVzcsU`N&exu4rXimrcXuHqNvW}HC}$du-_%4h&^yBykxE|GArWPqssZX
zlUJ`yEr0b;P5B9y!IkppLFx~WpnV8h+4v?e&$?E>Tqi*adoi`>JRt|lT^gc8_;7*(
z4T_x%cFcDpc_Tv-MZ`4@4L^4b0@JPsZIDjl7u=je`Nh&N<MtO*5@f2tLM3>3_f-f3
ztykrwx8h^8o!>-qQZN#84XL!|5Ma7tN8L3@&g0-XZ)WW>xzcO$amm-SMj$7Ed)I%1
zNOJzupUvc01kqb|U}4WW#M#(GLuR$Bt2tbpjkzy7FPSDp3V*-@e*Ac>zX7ywtMTWF
zumQo^izhjX-4^yR>{HGH+iU$L;MO1xJqVf^)I$UEmB#3N{6yMbV9AtTeRw20QkmA7
zgeh=BY~JiX$r0!WH?G;r0UJ812VFyRS2PaR9SZbUM*fx~rwKuZ=SFunUbs*f4}Jj{
zk(>E;&@AoQosI<ITOJdRHC_h+&TmXShQw%3mf7DT_V*Bn-MZNSPDiwNe7pZTs@A#3
zo}(+8V0Sd2;MJc$zGe=r7mGWXdZWJ|%B7WK+nOTj+iV%Xr%1d+o5}@<Xb-|5Olkz+
zKUFtr5@CzJGqD@FSHZn7eu!z)&MTNecn<BtC#VJ#?E)OaFKOp9AYS)XP+hH+$s;LU
z>1t2jy&sjy>E1^<1@3jvfygxq&fiM4Mo6o*qpSXzi8;xq^jcOATRvg0ppshVeOs_f
z0c)6psFch900R9mpe=?Ua2ue6V~4_3>{vSo+HUTi?o7+<8TN7882@Lcf0AVpTuHiX
zU?EKjch#R}l?-u42qNX9ZJFqRcrwJtdy7BCQD=i=peYxT_Rv1Ptwafz+A-jBva^si
zSFUU|QL1&=_SoXRG@4J($sW~hP{c<*en(v;X+x@qVT81<R42}+UOkk?;ey^kyqeOj
ztrbTQ<MDIMIgR2Bv7k=UsCf_;f_>UNtfLzPlui^^@cowM`6ZkASJvQOm?2c-EQ7uC
z)RPwbB_I2dPVu-d5!0Q&AG`xasP^~|tE`73pk7Fh$wpNN!sCc_mlykN9A}IXe&MT;
z>tkVm*q2eIhB#@{mXCf34y{)-=|3D&ZhdO)_$|EiJ@(^Lu3M8eEguw>b0Usekhd;4
zhbig>@WD@Kd{L{Axpe;gD^8Tr6j*SPorLVk(4OmF1mQ&uTY!csQ$W7W=_1pIk9Xbm
zrlm#&PY5@;aIfv=BgKMnZ+Y4s6+BS&7VQd!2coqj!~|G$4?Hf`&`_@m-DAA5H$WwL
zSCJDN8e=<Cn78xj)o_pUj3;agUC~&tGB;phBE;tF^;ARp(hU_$R)jrDc?MqB1^b%E
zU_(OW>M4xa6b^I&`KjDc1M6Ng<bUUQTN>N*@4W!!O6Ngle;aZXSAqiL2{W|la!V~Z
zemxFsV?)Fd09_P?D)KY*EDtM$Ns$JdRx8ZNa#i(TsBvSo-RGB*O-K-NHV~@(<veI;
z8Qld#cCB?ybu}{ogGbe-EOAZjM!usbcq0vzXum?h6>O*TS)yZHtXRwt-N&28R>?(%
z#qT=+9m`;ch@GFEE8S6JRqEJdVXr{X0R%!1L{$&VP<<*wfQtgN3&lbCa~SHda1>`@
zjRVzhp>m#2ecPJy8e4|Er3gV0ZTC;G_a>joK}&a}&A4taZz&(i0S3f!G_xs~**)Sg
zlEq<$b#dH9^me&ASBzw_pKMUEzYgnSfaPqIp=vmA0ahJ<)JnATFd~F<Y3KhtQ0GIi
z&<2|}S}{T^^m@GFVlR(tJ3E&7za-d)>n-(h9~Tn-d#0b2aL9fmZOL&5P=#e^L#Q16
z@IOoYpf~xtj~x+O!$i6fA6zFExRHC_TZq<q!`)1C8nM0x_1L$E{z$xZ#_e#FGMG0(
zPW>v+9T6W!lqffvK>gdS0?`QyGSx9q8975=-O#9&KaGl&1U}#ak&rGuZ(ALv)wjA%
z3}JW64&Uy8HF!Zqc(?P*c89Wpa^QC6<zTHJNKQU#o1lk6#>NanS|K)|9C6A#%E@6F
zuS9t&bpimt4-1CCC0Hi^VYfxC`Q;4gBEU0|otwExvkiYF_ITJ`F*nn(Qqb)LhE9cW
zfc4<XslhhT4z*`BsgT0isPS4>z>ue`lViKZlJv|EWkTghn&Y?&LOAXO0E7RmrePV5
zP?qZbci{}nNQ9bKE|^aAyCGVOa}+~kt_t-KF!#VFHn=?2B6g-c78gEC8`lnGe}i@f
zDmKi&96GdZ^opUyVdV*1zj}0DurvL<)sD2v8`dodL2)l=@zR%{q9t1x#MS<f4ZvSv
z-_Jo@yP%#HFTQKCeVBgLpg6)MX9L~gIVnIq!gS0kqz=d6d<vpJ;huTe^`wo_8A_5V
zNGX@?Eops`j0uQD56(l9E!uflKSZTWJ0DaHA&PcE^Zy?Z{Vy0}5QiA86L-G)>&O0M
zbB+DEP5tL-qh#7T1F-hT!)NgG$@*J`_4|XDE?s)Sel3yK0mBK_bE(U2`#<Dk(rS5s
z#+O`mhxiZhJq3oN^Hey;%fztq{@h-Czwo;qV_REepOwcY1ddY=X^znRXP_AEn?D?L
z29$A1a)K1%)1gb4pN6vdT;p&&uIWo?eA5}#+3X0~&V+6pq{XLpi^f^f_wxNMn!`G2
zD-Zw{?ID6Kt;}ybdSxn9u!Z`sB`L5jsd03NQMWc0!TQ?mU?)O?k|M9hPM`7K2u*F5
zz!xkvm3M}?tmcZh5C;UaB7Ooxf?T;>)c0B`m6+V}RE$$orG1~V-iJq^W@`Kr8(RoJ
zD&ewqz+}c@k4_4zm7k$=?f@@R;yRNjF@3z|V+37yzqK4v!(r_u-<2yKK79pVUr7}Y
zQh;7FM4;v=BqVgnOp1V#SQ-VpSB}}VlB^uhk2sWBKDfd31k(dv0sz%yxA4&jSJ0@O
zYV*ZszFK4|@*QK!&4iUNBxF)To_~HXvHIE*j0AkI1PZ4*3yiCH0yfuLo~+zz`51AV
zGfC1dpukA{t<;IV0*M=_iT#598*>(Gv+TcEr^27nO00D-fP?fp>B!OozK*87wD)<{
z`PKGwZ(e3A()av!YJ4}PQ26ZYtJl@<;tP64y<YU#T=+R8=nk7r)7|hp(}ar`xe6bq
zJbP_AJszag|I@>(YyG0Kk5b7=UAb-tpPm!5359tk1A8*|15&<$6XO#UvUZL^9mcSh
z)_DBk=&<j!5^<Izlo~IOTQjl;--)3!vNEYNaHl)#B0g4LH3t;UHr1v`1Dzj_!RRi(
zO=5~`+lqnPBfXx7w5w-TAxz>;!kj_+kw$Pcv4Vk*{&k}f<c$mBf&5E;RNEV|DvF1`
zEa3o=f@iY?&34vO{CayNHwPL2bz^}}=#hRethlT*nd;Vh?I2CiZ~xzSF2q9KSy8)D
zni4qPr=9!h-s8u41K1p0BQy6f-$ducY{Jmk3c5ge&-(i8?3d?qOZx>i@@~{pvLAJq
zEu^*u2J6rp_(1DY{CGT|q_!8e4`=$We!mdGCv}SLt)Zj8lr)Z!-6B2&gUq4KDwHnT
z)wPx!Pc@p$mjC)dw(tGwIC#cMjJya4upf^O))Ca1nM}_5o6de;FN8+WQL|_x{OfCP
zT8K_;A#l$Qwxe#{Q0p?jJ<&E~otlI~+4Vd$Pw%%QY3C!-c^;(lm5q&&)_pw$(5Z6h
zitW^voUSGQrE#+KTiH#n5%Nv4?O2_Oc;BXH<e2Qi`0Uy1eQDz)lR7d_-~NJcM*6(T
zqUUc*1J7$C-BRHi^_l+OVxV*0<)?i_6CDil=+&3y{CTsJ2NS}I%FpYP_)=2%ic<TB
zs+?YFjkMb5#E+7loILSVU-a7Oc$x))Zrs1Mx~NMuddOo#t}||L2(J)0QRb+Z-c&a;
zf`gx(rN~#!?iaWTE#Zx=$BbUeBC^0{nV{_gWA`7`20jISe&17j@P%`l-&#Ivj=NYd
zIxCuL_(5_)MUUb>k%mpom9<(!%f`OJ=saIom$h=OZ@oD*on}3>?H9Pl{vgiZ#5qvT
z;$-Q8gK15@!MSx$*9_`0Sc7pM(_t6k2YKI3me4YR8^bMGb#+LZtiDhl>r8i7&zbmW
z-%|Uv_YEGNzMMoWB8z7QW?kMbnjliw;vmf?2O^AZ_-KlO1y|1|jcDbcnOTYSRiN2V
zEzSnxp17FSrW?xh*yJCxZqFCj>&`V@=}Yu$mfcJ97zdilQS@ip-KK|`zvpE>Iz|b<
z@CdP0lxKi6A)UJZA+zDw{DN^j1_O69RX4oLLiFP|Pj#k8)%d1cP3<M`7O2VfVF-%J
ztzF;NkyfNKaaIz!ed#HB-+&GlB%2GN1PQ;oC7^DdB0u-)Y9?lO`m=55xYuN3FX=sW
z>xxO|(mcBArtH`CJ&O1UI<AmB@1G<yG2n}G%Qop;%=7Z{^j+voOA91W3O=n)4(--<
z^ox*5)XKHd2aCeVq=l|BpnX3bJF(=>4|jghKJCM+bW(u7p4>9!ASu#+nqE<PQb_Oa
z?+dp@Mif6ae3sl>e>L+V)bx>i82yZD{JzY6*Bv)?0g0bs4SzmULe3otyN1b}o=fdj
z1plj?``^<qveVwY461`@dUaGq1}wCAlik!YZLz8$5p>1M$l;wa4BVs8sMxpjmH#>H
z?M?u|3{gjm0CV**FZ`_WUUc%>yaxK?9Cw49R0_jC39Cb)KIzQFCC~S>CtyLr_l_oP
zA?u`0t8qV!W!3k(uHhwLX<y9fWG!mrPycGCoekflk?s9d+|q)iTZJ#(s|Z8Ky|aWG
z9u>p@b_uBf*B~u8Mz(I7g!4LqX@x+Pya^)d+Y1AdGcowG*-wRg)y{hKr8T^<V|{R6
zBa5AFa>VmHxI&dDo*W}pK^}p)p%D(M>uFFP<DgQ;*>j#wpJt3E&;mt%+nF>Cb$JLB
z%XVKGYNdj|hx6Z5ld?BkG?VHq&!44bi`iUQkQ6~8m=`Fc&y7#A?S$}T$R?~B1Dhmj
z@*k}gpUqKMv*f#4x!6-JB26B;$H?Y6*8P?$Ypu?H{8bK6NB_#_m=>~a>R2bRQ*x5F
zF(`RDm?5&00n*zoP@rmhVlB9<{)swek)~6{a^Iw6Ik`Ql8PqecPe7@f95rj(4-js@
zxq-in0}J{P1CeXkhR0X2?XLUY8X8%p&q(Um+a2tU1QU45=+CN&==>txr&tzkiAqf+
zWw+4^irKa=d%8#RZvqAFwhcG%b=TnV`x50=z4UZ`VIRZ(4Gt@_EUl#VIc%UNQQ}X1
zCbzS~yVfi&Q!>X5TT?=y(6l5EqaqBCBIoyRcaS|g{>~mRiX?OYR^GV1gO+tyqI3#p
zK`Jg8eei&Myh9KSn5=Vi1R#1k8TglmNlgxX6COEFTJ)PhTLJ4P+{m&j8{(5X5@OG6
zwpU`sr;{hD#R4f2)=cd5n<~F^7k8%y?0j|YQ558nYW{OIOEoa<56L}AE@rUiVg64E
z{P%-5S7`D6KaU{W6R(uk&<ufZL*>_cKV;Ib2_1*@MgAop%8d7zJ!kypCidTVLg25+
zY?8f`s@a4l$3f-Ee}zAb7L=>mTw-^eb_Cnb<lsG_z`KF$hSLx=cgJgr$<~WnVr-<k
z9&YMG=EpKZM?cE+Sy9P-s>n&UG&|%54UcKDiU&&F^y(TfOf~lOq>yDQ);4NtKr7T-
z41yP(9fsGVdBw*oC9U^5a}||`-oN$O8C-WAo+tPw9Y3ql$KXKG<*CV8F=6Z`+t$mn
zYYdwRfWR4gBycovii>YuwveRMI#07ZOCxBW5;tW41pf}P*_JKlN922lNfXf?@%dcW
z?0E|%=+-c4jcT)^cy`Lp%>6yD2aP~EgIrLYi2)Zb?t~eTuaZpPp9Uye+U23=UQ;0%
zG<35r#zX9sJBWz05PzWZdyr^yXYF=MyX$A)bRGAYKd6U)S|gz-J06F%BjsRXM}W+=
ze^$-?Pk%Z5z2VDxVwY*Ewz{O8eFTw5s!i^pIRl^Q|BOK>XdHC@5zXE`t^Lbm6}}_f
za9hNH1|vf0k07F-PsX}_+uoZnqM@4mh(}80-A4e{>==OCwYWhHfqGcqKdXdL^Fn-)
z@lNRf<-J3KH9V-Xc**a}14C5;AlLYYs{!7sk-D@v>@VzJmx>#m09{p>l~(SMgIMTU
zT5<Tp!FM`YoI(h!oqgvwxmI*9OG`lNY{x%lG8P;NH;1;Z&;$$e|1$)?Rw(@NJn*4G
zPMR?4JiWV?R`_?zLue}bxBtA!Jl%MI%#1L1Ys`E3XJruX=DGlURcT0cspe5WLc^L+
z{lNl!>s6v%&yi6FZ97vpC;g@^<T2Nn>uZ5)x;;TNHDPcd2{gP%K=42Fed(oL=UL|o
zce~-?yuS+u^N4LF8tnaW3}$kgdEYTK%=d2m8hJzNl*0SJW3l4vwmVg-Vr_T70}SWl
zKaZy2Vxt##GQB5)<-awhd)tB{=M>WI#v&#d)z`8qT9NNdfz$e++%phW!Wyn-+~3=j
z@^8urV|dvMBJH~-L@#hK%f7IR-{1d^_b#48)BR%5?EyQIb$Nn^hW(8Okius(Ar)rr
zULI9Zw>GlfPXp6a4S(u@0zhiqL~=3hl&f{M3^Nd?0D&mv8Gq*e-->)@GW!OQm2=!e
z7B5?N%DlJY94@1;CBJg+oPC446}i~CsK;jHE;F0^;>NqwfQdpZh#we??;=D3VmGFc
zYFzQ*$!^$*6hrrmgMuSU;+AXQWM|5gUplApAjWR`*`o%;msZh?TxlO0<0Nxvex!d7
z0-3chhnJ-Ij*G8Op4-0<nDNPQE7`iMo>pt$5JRHweRmBOr@Q!vME%^9nopdwS=_ve
z>U?H+mJtLByD3*BV+X*4SF8{f(|@4Zm&aDc58LA=M@qe?u@3BLSuju*!2)))B+!7`
z(l>TnQIbfh-i<7GBuCVYBc*i}i`;G$Bqv3|CD#{>b!&>~QB>ElwAt8c8UlqMWq-fj
zKh(&Eh7%@7e*4{r%xAAzSXjShPa2iNr#Br~fJkMhPB4OAX;<)0zImpY1yx5CVSx2;
zkE=j*0(k~K9vxnf9Y=<9OYEu~i92Qc@n1AI%|IN1YH#Tls-o(?FHiLtu9QZUsvx%3
z+$$UENbaiQW3HtbC@MdG&ce>xhK-UgwLFx63&?NBPL7mWPNN(+(6@|~oKyq-Nnzxw
zPo<*mBUmfT5&yDUN5?p1M0{VNO^t?bIeT;=_NtbOw-V*A>2W}lc#_79eqQ`MO2b7Q
zgfX`}tcx%=a@f*uDZ@b@!uz9~Sju?M8EtwbzNo@_ZJB@QrmGPuVl-`dZcL=w8fY6;
z(6)*~8jO3Sui$_NO6C#@Z0a=PkYilz17wyl+N<P)B1g^pETP8j4nKIsAHF>*UtciC
z-4SJ#lpF5!VCmaS2lgtO2W5LsW5BOhjg*%<Xj&Jq{vCK}=hnDtetTaZ>Uz5&&dPga
zn9trMIt_aZ=stbD9C2TR^e{Kh(Av)o2>#x1G@63GjwVm+Zq(u(bFv=sfH|@V$zbIl
z-uBf)ot}t8(8R7|-join^bVt=YP6gqI=03a2MYP@Wu@9j$kCPv``$61>Hd{cAQFob
zL(DXZpus*8m{848bv8U+;EmtE!j)Qn9sDhX4|CiLO>={qcA2bY@M+9?_;@VhYDJdk
z(>tiJ(KI0Wqw|#4rxHiqO=tcJYsC@&-oEPV?Zeoo-Xt(dX(?HReQE9D9GGviV(hiD
zQgI+vlMhO@!?jiN>Gjh&+g}J~fNX!o>X$_UgZ-^u_S^ySEa#_pc9fP>Cgx1$*{ej5
zJvDtmyT>=s2CbR`I=w@sJhBMoteTl`eD+4sg>hF)3l`_xE7&CE#(f@1<&Bk<(iT*O
z4xqH#FG&cvN=T)yKjNABkjdt{Lo%X08;HmWvGG+VKL9c>1S46sSjQ5;m~5>au&#WC
z?pZk-pVrGcBv-1hn;?{*8jyPC?MzZ>+6IG(eaCYd2sEeo(H2mCJYKzT2Y<V}Kr)Y)
zOK$7ihfKbIY?Mqo<U3<Fd(`IH>v%^<$z_i2+Nf}+w&qFJo1>S$p?1cGr2LfaHfppv
zS<?n&23(D*jdXLs0Ngbg`#E9@;|2`IQ63*Yd8iq-FP0@8H_zrXt>PbR8B2An;A`KM
zu8y|qc>^MN9?IfYKW4>XS_q?dW*u1Tq>(-0_~7yj1b^TF{_bw5fh7#8rxRGE17HbP
zm6VZgcA2G4wV`fK{>Ez%SPwi&59bRC!4IN4k}V2@y;@pc?Wev9qh>gYvN$D<$;L%I
zT?pKjsj3p0DUuOl;q4>`xH+t}IZAHe<3A3|z5B!Vv|ibE^}zgIQSAKQSf0aPXWRP3
zkj^s|7)+uT%6uK(gg}u%YPNPC*2AVh^0b)Ug{-pVKC_8;iyQnya@F3uNc1(DPW|0g
zQ8;n64#(DI{ev*8PjMq!oUG$BqaWJdty~$7i=B5eNX5jhxDKbamSC^;4Y=NoLlxZ1
z5^YyZSm<S)*lHYo_I395CdZ{qoq;Cx!m)OeT>Ilu!B4+8gzG4+z96I|UPBH@60?<O
z<m$b@6fC&)3D<wq&=^igDHm4WtH8=k5v{XgUhtN(JBH09AGr9ZZDk-0s%?5sUy~Ke
zLe{HXKjjepu~)Y%FWR{s{9i-(Fu6HRws@!3^08_K-TIQsb$rZ?(<9Aie2qib9aKYS
zU0yX;-22hHXjF<;6@AP?CMnD8CVa?zV4I!z+{f(1<vNy66wBfsKuQ!c1z%h!+S@>A
zE0#wGBg1FsQmmbdJhIAWUh^RYx_aXn4F){w%XQ)&#Pk*3w{C9(wp9T}Esq-^$Z%2#
zqi*SP1mAJcdhq-HLcZf&q0;yYrf;<Yuh;2);_Ntuyzhagmc3tBy3h01zxM+0*Wc)p
z+wQNW{uSTRCU@XUAl5Du+u!|B!LgSwvm(qj{q_IQ^&MbMW$W6OaU5}!u^=h};{ehG
zL<E#-0}KdA@1P)^fYMtM8=}&rOO4Vy0!c7|fQr%~giatJ(tAq?gpm9zc+UOrJ$m-@
zs1zYt`)lv}e&1e8xOV$(m>WMO>)<LsPvv-16zuMBP;XZkaaiHlLz)HtN=zlIp>}eT
zX*18vz&swGo{PyW)e;?>7<D{@c&M`&P@g&hCeG`Uey)_4Z~u8XVv-F?xDk`tGC23l
zE6I=5CH7K>fxpa@dZdZH<1Okt*X-n4C6d38q98@;oLxQdY$k1_IS9g8%ffikyXGIQ
zLh*8xy_#5dLWV%aRVzeYj^zeWi#)M$efag2E9*@0SCL<?Z48q~k`>^c&ADwP71tBI
zWp$gm9!yVj&7R<ISzeq4jq64P#LeN&(WNObo2qlFxLJDYN@v5klr<&qX++gXL3VHT
z;x(J5fZAYhmrTE<E@hA(EYUM9Y*=(R^5_2Bqq;Bug9N+f;z&*&&v~{_xw*A8_TL4#
zOQyR&fmrtLPg#uPgYW+SZb84#4PGRj;pca8Yq@JTc-S6QXSc1UN;(Ykq?x`|w2(wg
zc@|DdtAPE_dEOp-v(EDK?4{q&NcDAY*?5?p^(th*XNwmGaO()6@s@yN&1l>iuh#Mm
z0qMQ)51U(%m|jl{KKwkV0~9I1U5xAN7k0-97EdHp)6P2bKZsrsPp2(|hk^^eww{|m
zSDzK-_2*x_X3>i~R~pn|vYPISOpY#l48u)jr4NW7218K3<0<U2{C}=D`)BRyPVw>F
z2BsXXUk}fY{#1{-lwx<vi6R8~eHK4f8d1ak6x;_;Og^cP+#H?1`uiO06!fs;2O{#Z
zx{Z3na~Y*xB=m-bOmOpE6(ipE+!D!E2u&M3l(4SpND?PIm-^a2%oYdL)Y~xVoThVP
z6#vp4!zv{$^Mvd;PvXkG=E=70fRX+1*H!XR0*?*ri_-LCjpMv8PpwulN5*p=^TY_U
z@Ka?odFPYR_()UK#R>f@c5P+6^{kcWgdF{Xak6l_&(%4}C1+h)=hytchE-I9>IKAV
zc&x)ei@Ozlo9fnP$C#q5jY00*q)EO~<&rhMfbmydQzD@4`?Ku!sIK?^L${beF9pUr
z$Yi#?3lBde1OfFdRxs1<#woJ1+kLkSnRa!M<T2X0Q|^D}44=`FY0LjS@JU^wZPN7l
z>A_B?UKu61*MVMw0uhh9Q|dr1Xm7mv+)O?cDgd2`JYS-d&@o&U?z>uzC#9`x_H7Wp
zY<|~tG;ax;l04t~gvlIb)P=(1ToLHA9*jBR$$P^5R^EaR{U9T>cdv+wBQF*P8EM5A
zIW08RkG9d0x4u!4nrO>5MIBSWtF8z-jG#Leqc+ef|GKYs!F98nt_sOFROoNqKR?=n
zjCCx9xk}=x3}x#|=j8-OL+{e~J7wLp%=^1`J@EgT_+GttF6?gTX>_<O&#BXc>FO0K
z(kgNEo1a`W%?NkwERs*PT*W5{o^lFLY&zUqX@5Qfgh(#&Oqy6KFYu8p=?n0s{`DOf
zqC|{XENRKKeNGRmaS@f$bPdpBdxxkLpK6J3F1q@%L{}uYNdo)M%=!dZ>$`~3AHMy|
z&aTapv5B0tsbRKMFQTIeBQ-NkY8ti)j0as{&uQfQ?~sa`k>sz1erC2Qg51nLVb9ui
z^k&7D3Zk}8nF$w<6)ZH7Z0q7<eXM3>h_BY0Y>!^ES2iUm(Y3K&%krDGDUt&VviMBD
z@$Fi;FCX?hrFyz%u4|y&<?u1EFWsod&wR70$0^bwkBA&CTVUH3lyRdAig%V;0LlYw
z=VE_<LZH{>8xc_89rsaJQXdC;u%kpl?hS~SSvvvtePjn)WW;T*=JF+gHk?H(bF!;N
zBqqK(i=wm9)f?7A6%rF_GkLyKpJ_Hp=|WZko%~AYqZr%!Z(GS&8&_TCjbF@1gIuGg
z%6H!1#4-TJWP%#Pue$bb^ZS%_k|)*>cnkz#7sMp=ipL1jptXp|Isb1(OV~hSvvRx5
z2x9Hp(#jLZ^i=uku{rE_Vfo22&f1Y{rG9TUMJM7L;DS7%B?RgqqP)%$J(NuEZ|vSQ
zN~wus&2PJ>BU-Cg`;DZuM43aN7vT1@91kdz8^!*8nevSYb9SQa&$9<Cj$JUpO)2O*
zS6@H%`z*{r2)#FA#g;@Y`}AkGtFuGVbVCxirf4>v6fZai_FGgNvx{FT>(vZ0*My43
zH=9|`+>SxTE9$3-q(UX6G_$*tF`gP?*)AuH60$4{Zd(QsNW4Aif=wWnnnfM;?46t0
z-&4>RMbDc|RxJ&uS6agFG1uD7;ndACM$-&$0HKQI|9tq!T^x`5P@G@Q*6I*VrDb&{
z%sMqP5(5%(OG!VY4#dAOB>ltpCa?0TS&UKD8GzHr?HiP&995UYPYp~hwFjG9Q|N@L
zFJmUTxvneWMFD@CH;1j#_gf`<AvW{ePGMm#3?bUqRp9Q}jU4$bfc;~#YKK!;EPCHK
zYiJu=&0z93&wg#-=HdZ><QIFQPQH9szYZeHKCeuIeGi=|_HT#ft<@D}Rp3K5BMLrb
z<uL#<Lz5$2{9^9wWy?(H3xzdn>5Ce5Dd?TEkf;Psbva&Ni+!u&JV}LPYUK;@FZKIp
zJL3$R0CqFflmI@Mon7s3yS?ISt~oX*2-*5#3PKdDWReo#*vyHbRJjcgAvLk7i|Omt
z<3gNL3P;a)0>#&BbU#y8o?I>Dp}KVH%4}l^xN#aaK{WZ?NL{m)xGMu|d0!P1`V+J!
z!etvgnFl-?ZFsj{of>r1vyk-&s*7FAp#{tEv#O@r`*Hhiom*a2kJ4(A{j9deDSefb
z*V3Ze_)7xKG)1RAS?RVWx(8^%{rl7a924C1S$I`Fkr>s;UmReNUgkiCbAJTg&nlB&
z_omK!+qJ3xei{alO50Vu)ZU2UKf8k(2t2T34R~-vBe@B^uBXlnroRh>ekYkHpAx4_
zuWPwtl_e&6Q6@n-9Cx`*syg*uv@Eg(!o;-nCD6c8lM+_HqvB4mT{gkfg49fFl`8Sg
zF?Z3nz$#DZ%Yy%BAQ@l&A>+^0yVV=n$R=71D@AGbNW-`ni&5_FjpE`xa9DJQ4sWQL
zOrlw9oNLb-_-(w;Om>)hofqC-W@3Zx+bM`?d6JKLXuAfivv`82y*A?qSX-Nrm`dbw
zeemdd%PJBE9%o7zl2Q%&F0U^c@916238yy~nb!ysR2Q;NS<$XiBHbE!pY}~`v^Qj#
zyO8fKRt_?CReZKjVeOW2y!BBtmqkle7BkL}ncuMC&3k?l{C}Qd{`l-&Jtl~&{c!h|
zuSf=O9yl+j2m_oNd^KZiiI~ycdA{U)8;HddCJ7E87)ga>gDGfyBq}};IH&-iUnFrW
zko`5a{#6Gmb&eAx0c=SA8s9$T(}!U!j4-uMAEI)t5m|JS)Y{wqCCy994}6GvlV1*6
zFK-2qx^zSoeh+;-2=*heAh6VRF5mNE&PwqkdwVsB(QoWj7w}@aR@7&LP0kuhipa~G
z->(b?1;PI2?fEL29Y-M3d#dS<jzW-{<wnjaR8MZ}v^A(U)#HZ}$CW(-10z*D;oL2K
zDFWE}^@E-R3*0~zQIfTmsGJzkK*r|sQt5G8%%bw0d9|&Ha2MiF$96bq;;)q7D4V}O
zI{#58q@wGfQ!aOxTrxF-f7BXeeOesBI57v`nfA4({k)h|+jo~Klr5?Ke2MP@z(*fC
zlhoqdQ6^RTn$GnV+e@tNs^HBQRpg3K(v@0fkJTo%bP@DsQuB-frcE*e?>zW>EK6RM
zxk3f{woVHPt*oYz@%PBE|3LSOfw8ik4$WF0id29PCp(U(+Tf*lo-ekCmar({iTw#J
z+0|Pf=?N9XTWyTB5QIXeD*@$_FH2CMw*_>scCEdfV=2`R`WnTsl_4qeY68QprFPt?
zVcQ_mlJW6LEGU$pe;!eLWAZzQu6-!Q1me0bSNppCTWP)PRb3m)rU>GS-}}6B!G-t|
z5L=zr3z|XMia<F!UvNH6Bnf<mb}jJsC8G9_)?IXg1Las29N#{<D-=Ish42FnJdg3H
z^Z;9xwWh@5yrECD6Z(y{dQx$#&LI;{AUPA3XrHSWaJ2-kl#+HSIy^oW=YVMqTF@hJ
z)@cl>a<f`w1Bm>pZt8vMhYGp*krn)m?ck|)L}PYkjRXLBkeInjmf#d~l^8G#8%{8Y
zVjxAcEgyix+)RJ5b-#>@x0_S7KSo;bvc*X9<0e~@b4bNDO)P^~)g#A@B5*rD&YZnM
z4f~8|7*blKrXL7}W7#O>nLM3T6I`csaS;XpK}`sH@5k%LrBM@4`I&kpc=sF3(Y=JW
zf_Sa4$eW)^mRL}DA1g($Ng#+Xb}=FS`damDja1{l+HKR{d2VcWP?1fl+m(KV4Zc$N
zCxO-6(k;t$%A5V;FSxWEg13{5C5={5nM?&?s*)^=Qe`qxzo4oW14`SZmwZ|h61r(_
z9Wbv^;X>R#r~@A5I2h)k@E_X$Bi>70sUpc~=MxvmFwq6n3iIU(U_=@G_x6X0TPbpN
zL?*T_mIq@<vFpuW&^?QwQooAiym}4pLw;UOWq6EdOTlk4={~w53WwLe_{qWTW;gN+
zb;K_;eV8a#4){bw#OV$*z6NiudyFp#S4$Ui7pD@HHM8}HSL$=e=MUDzhYfqt!%LJ?
zBFz~=0WB|8o9!!W<!x#gl=I~^VgzeTtfDKKtI+{OSl?7xp|vqv?J&LklUVcdY~Ju0
z2oO;H%iQpO-#^IjjVM+;-mW8+$19b+&~i7kbb3S4NmPpT&J+X7c!9AqA9dT(85^@l
zk4<IAg~5N@b>g){MG_}s{1u}CF&vGcHzIR#bMe!+S_S?m*fKu~()_pgGS4GxCR%`;
z+!pGwaeEm4na43WYAn($I#lU_Pfg$^I-oa}UukTPkf52Ltg1qvXH=$lt**@3q*-hs
zk_1n=xDnL)SZd4)T2R1d8GrM4O_NU$z+ag^<McJd%qt3d=c{A~=PYFIj3hJFmn2^~
z=kn@SAC97O^CI?x=tAj=r=^|GTzDh)7MKv~8t{;~vitJwA-IMObF!#(GATFhP1N?-
z!B>%WN)^uIiwx9Kfnd`CE!|ewiIK|wtH&beE}zp?{eA%JR!8$9YTGoXL?W~k3>|BN
zH^UQ^&q?_&d<_^9SVE?kgivV}XkN}XEGPCKmgk(}TASi9QoSNw5bLs*=(W9$9GBu-
z&OcL0(fj%w$PEEHKcVc_48S$4FAu)4zF6hc&^f^S%2_y)2M_LvlmauZ*K-Sh&=H)?
zq*gJe${Sx|b)pAjQuQj5aQ3aS1rkit$oP^!IV8E$;b01*M?ogdM=~98Ze2=2c)mH?
zW?QXhBiq&UQx)s7Yu`FZApz5hJhjnflcq7_`Gx6b50ZJ)9?rLT4m@AV^*|*MhCQ9F
zy;$5JxOz0NOyQZ`scX!o@f%aBuJwILXpg>YdJuBWOP|oSN@N8F$Q>F<6=b(QhJ6<D
z1A0l7<EJ!=wXlYwmqo#NgYHj_nY&W;$q^L!bD%tMwafYH-LhCBkCJxks4zrRG&hr^
zTpaAnK-*<_`$lD>dP)qniq%y2gkoV5N@VOEUr9|{VbJK>-)h62Q7Zytd=0}0dllM1
zVz#9u7w^k}**PA`GzB<GNxTd;|4L&#tK`^fSdGnufPC;d))-vsHr6nG1*W3}_ldN`
zUK-h6@$j1EKcfo#GGr`4Ma)BWrXYBhF5}rVDJ6W06)Ifg*%E-o(6%<$_6J`Cdi?QJ
z@buy2&nGvXIgxy7u<Q}0hHCv46{`vmm-AN?{*+tyt4P)COp?q>7oficQ1e#$cCw;k
zgzoX)J^OXfN}Mr=Gs6Z~BmH2)Q>okCsgyg}@$<t8(QR1ImMB1HJX9q)XOyttZqj_~
z%cR;05x&MHOSM8H)pIspq*((8d!!G7`JsB*2T91}_r0CqjcRM=tAGL-qVx*0;>yFZ
zSkD#hxr^QX=|4~;l{>0YJaYRM95KMpwX+)TpA`1<C)+M9iM}nSIlL|NN&Jf1rb>X?
z7P|%(MB(B^uxnO^DMk@UK8vDn$)UF9mn}hmFqh-LaFi>W3h_OkKn`%H!(_^6ZY45F
zSFnC&i#4qay7gpyXqCm>)%B6h02+l6WX|u<(xCd#9!_7XoQ!2rGR|A!@}@7hdX11a
zsNr%Nv4Xk9aNkePz6$}a>Cs+rYK_}ToFYGt*;Qd|JJ@U9W>y*y+|CMJns`zRt1p_D
zHsPz9wGa5%sWBzMqLvR0vDO5e*69hs%kl(5Y?P7!L3Pq9KhDr+_pYly^`;)}xy{uo
z=L_<Mn)Cwrp_R@0-aosibdM~2*X+AFFt5C?0%%(^dGm%>tHNwa`kHDDq5C{cvN2uS
zCs6G-&(1zBk;cFA@tB*>U-q$?@*VcDSzRcp_LW>8=?Sb-2u;F32k#7T$lJ7K^81Vg
zGX$hSbvXE?Pu^0&htVpKZg4k-><TJ+X(UXoy=EPcwe9M`=Fmt=MO&XL%KPg0adI|z
z2FY@BNq$1Q7BONrU{_LP9UR<#WhHcTRl=jqZ;^2~+4&qqvUcqTHlLNum{{S?Eu47q
z!~h(gv+`4McyJXk^-e&jj4oE;YlMKux|Mopv!=&a5?*?ecoCCf0Gz%oA9(p>pjr7V
zd+oI2-HRD-Fl-@f^u3&orcN$*iOz{B9nvP_>cU*b;u5?{jH!H5hFX0grDSsx8n872
zQ=Cd$qbO0%YH;y}?z3%aoMia7aK`@ItMmJ>1}(4Jr6>9^==>KuPBv?JFs6d%?=2;x
z@xzQn-PW*?2M{>xOJ+qL^j@EtQ42KS6Ko`QzaKItinT~62W^j-@k+F~*P;}E8Y_UI
zI<=9_!heecZKI-)?MnFn5dZ<*BmpwC9Z?Kaez4x+F(DLHVy2X)Q>`QQ7VikeuJ_Z^
zkQlZ2Y{mFCoikuNBrAO@%#Ga(<LC+f?CFh<d*tvReLLOa=lEtP-iOlHq*a4wWlSbU
zN^qjcn(41*IBz}TL({7@=#{yA`8h~Tm$7Qqw@X32J)KEY{M#Cv<83yrChjcbVd^(|
zdox#B(R@$M2ia2CjNR&R)b<6B?LuJ?yIu=t$-3=>e1S$Pj6v>6zrhmC7)s<&63ud}
zyZYN3zlm-ER{1xeli&Gy3^(*qpx6D3`|Ihe0}Iq*px-+L!CJaq5ir-^XBAKM$jKOc
zGXU^}1lb2R&3}1l-*BB2=|WJRicbgV+dy>FX6iAvvT)BJmNa+gd~jMJEvBw(`GK+{
za*aB)RMWCX<W#MlzI^_w&ERr;{+O!y_RyZ#`4p3prF}b#yK5(c#7}fqFMcp-Ct2(I
zQ_40w<q=79@Ji`gzo7!NK}Sg{iZ8x`FE~I2(Ur2geTZK>=2CJdkP3XT@U5PJuVt(^
zK<W4dj?cKexOwhBo}{?T2NEg}-Gg#99V+|em+o9wq;^dMpWWzZ<7}dV1Ud)6OQ9Zn
zgOG|UMv_R5)y3l17$C1HsC-lzw0gWy((K@fOQqg9|DHTxdEz&(X?Bkmv0bmVmR!5>
zRB5rSf$gVGz)vl)6B>}1txEpHV~HxLZ#RSd^!pA3beD%tj9@Hdb%(qm)<N?vfbu#*
zYb)`iO;^T-N+;J4tj}?p+3a<KzIi~?wq$FW7GJt9d6@+8ryzt0?c(+t{D=-%*elg^
zB#a@y540b`{<Hn?=v1#$ukb5}%G=_Z_}pOMAYi@I$4ZY)fiw(EnnNt&=2ZoJyGyzl
zSh_E$**VcLF&p2hT>Jtf48Hy<^6&#G8NC+@u!yFk18FVy6&3rkE4;{u#}t>Ua?c0h
z{OCg^B`FKGgRnMC<<{Z*u*)Y|zCGGI!Zg?~c)+X*lMAeThn<GIg_)7e)*gcB<+hrw
zwJrPw7G@%Or~{!@Q?>F+Y2rmg8_8NcP+_&zK&Mf-meEzcN(m*9RMa+>#BJW77lbFD
z)^2yXoxz=jc!GsrSxQ8_u2o_py=-Z*96Dey#w)kmO)f<(^glxNO%za<yJ~L`=X)vg
zIf+E~fp^b*tKa*&f-k>{Oa~Zp-NjF#pv6}tb0JSsOCvj|ARJ@o>GmD?vn~+Ih%1lx
zeb=(VokOfUa&z<UjS<X6GT&Qz6T_JNL4JIbh5;X73?0w*^Y>4^x&NH^=8+>uiY(BJ
zRmN)Ye-_OPjBJX79u`}W3!d~A_%zrSAABPIsuyqWYGv-Hwl7}$?zsaxG57AaLsps5
zw@*IjJ*(?5xrHskdakCnrVe7v<JSvkPKg{j#-v9wX`^SzN{bJS;?}0*Oc5IJ2QP-h
z@#i3c6WlCf$F~c0VZAzD^~AS{>xSE%Zw^n_gr*P8q({)J-Q)_#2tl{yS<Jtvc?aCP
z9h2VoLp$&?I-MF}Ib7|*d|D0e7p=D_m)pKwWE_u0GH%6OqAx@LlmcYNiMxHgwB$cn
z&A;xjx09JY>88V2$R7&@HJ%Si{1Xl-+5{79AM#)uNxa^1uQ3{DYQ^>bbI2c1Nz*~2
z_?p)<GvH^{rf{dM0yhn*OMTi1?82=sua0&JOWakD29_v<)T)|C{>@D&ztwfFZ(Cz7
zr*x^e#m8f2uzrBlJ>rq6Oc-04F7TptaUlXBG;39tOy!0+N#pqTQ%Y(EQ^R?=la`r9
z7d0KNlqqCv@(3k9l6*h4nh!aX1YY^0y4o+ER%9>dYSrteoVDly|3VR{<mIY)^n%&#
zF!JwRT@%rj+V?TgXBY+koHm%lfUCS&`o*rb-FKft1nW!tXd&0_2B{U=reqI~pl#@$
zUa%t{#4%mQ3~X_m33gb0KXYYzS9&t*L+1cWaOOq229I^cq7G?XguL1Y^Q>?tv$pMU
z@WO-Opk28U!3^y!qd9&Lc=lf35!+0amfxb3P7|kWscRm^Rkf!wg=XReXX5wy<-0dk
zD%f@0C|KTis1$T#cggYngJG}Y=j)Y=k2EP^!!5twsiiu8v)@h231g8m?N)fFxHM&t
zFPc%~K5J`~lzw=Z(5L%K=!y^v#X%3LWwM`i1b)NWYAf^xYU0~s&eYqdZ&vFBVmwzm
z>w<Xg{o8PJ76S(Rsr_08Q?(hP4yySr`;o<(Hec0YlL5jDId<&<H>=!LuQDZh*Z3RD
zv@4(b%ovx>_RfTg4=d@$P@1Ax9cbi2@!IdI`40kY>J9=Adld2X1$Z|47uO?dxr#I?
z>zIK7DL7n?8)?N9ziU(&R$9pL)p~|0++$4jM3&)s<Tt>*c;rJXt*q?<r%D^p7!yuv
z|G<HJT?>w<>m!9!qXic_e1xf`XYTqF=~tj1%aRpXTwhZV-Eje3-q&mEfEAis&POQQ
zb6O#$TygI6k9nwO=csF(U0fEm*%rA`owNvk&6r6^=4}%ME`{xLDZgXntJ!DV_AkHq
z_2J~Z(uSICQTcK!1DMC8xMT8snbgL@M?Ko`LUXtx?Q|moeYlHmq0)7<0F7%Fh$1fR
zx-gm6JTa_0gmunFnhk8u!gc15=p0AXkj=nma(bBk(U&VNc+QaelAbAZ1l)&4f+Gfz
z$Xnqy6Ect6zb!>om->yQWWPKXX%c`<O4Shwetfj-p)2FIYq4rAE~t2^bUs*{@Rgpj
zT9+9zr-zS}{xF_9P~qTsh{LU*)L>*beTi>)`iKRD{uQ$=YfloUZ?tTluCXUXFqI5&
z3Dj<(8#cW#8F(hAt*%zg>C_P1=-ReV^T#dp4gWEgEBlG9<HwHt`at%#Pfe#z79TTc
zwlegTCOzVEKlav2MLp$U&-0$I1s8EVyL$VY|0#nKj8EiR#iI{>!>CxKxE2jG?<p^Q
z)m*aZ<w`$QJW@J)dOF<wB&}R<X5Av{0_Gj`k*^Wb%;=G?53P6oG>`SU6k_a}FeJv!
zBkAy*^osZ$p?}W;G%sgRr=m4-4_`L6Q^gzeGdHlqHk2~oX}RD`RobfxT90U=(mO~c
zzi?^g81u%>W;}e`w?iP%c0E4O-FlJMG<iFAkv@4dd+5#jEd14I2w3dL=QsXKRuPeg
z+Mz_{6A&YCTh#6<1@3GswQygvyo8eyyKb4Ey{q_eD#wRoV9!;@@3>PD_-RpSt(7V-
zV*YTwFX}L{q<z-5;+d0HS5??>Z?%vY=q{)qzGG6AGODK9RtD3UE|BujYqly1strPk
z92qQmr@1}Cv~d1@jDI?dI0;vk_&rKVA!DRxRu79k*REvXjxkGeGv|Z{Vf5WCL)U8>
zDL28pzx(v>Uu;GUzOl<qu%*FitauMfJd9W$=lMOGD-&H8BC^nIhw5ojbACzO^YJ-R
z!Kq3?qHOSx{SB5<k@-K;*6%v{eQGLIkb4!9>+7=>#)=wzzON{{An}zKa9<4{VT97d
zA{<v48VCC_19|NpG(Fd|5A`-g-jE&Lf&_XFAH?08R^v#7GA=Ah3t)(4Q%VKVThQ#;
z5-U0S+U-H~<Zo)tTXUGw$ZlJCS|3%nwMJ7^I44sctH&4crxZIG!cYH~WcbnCNmE{A
z=F95Jz(#pru)o|yeZp6#wJD(^nP>~!io#dK=ZT5}>IZjyl>q_xnM$v>vtWh$Y+gC$
z=Pnj3HA?E_=7=!*N4n<0A#dY@b1@2QsZF@~n7x;RO+C82dd)<FuZ`lM&wPz&AlyQN
zp1FqEIXk>ew^+^+%x^B}WXkS8WsSO*s_@NJdjlSma6e)8lbL}xb28VB;uxsJXXROM
zjhkFIq2#t`xKXC!pL}{p_E~wIc!}9^BmTjxAcXY>QFWTErr=yrH9_6@vDjYz{}O24
zVr@w|6MIk*i~k6br#T#pGua<zSCo{sSw{hmV-*lCM<cC=15b=AmtHcI<c@-F!J+8w
zbg<yUK$VAs5#rG&Yn%UCm|aAxcx+$!j+s7RlcZOwB^hLlIPLd=zP{iP*dFN2`|ePP
zl<8UHsuJ3ZLH9FKeYJ0&rMwp8C5=6Z4`?|gMY{0(Ii^E$bb;zSzgPLP>#O!bhWu({
z1re#}_CPm2aghEk7E6MgA|sg9`W*z-+qL}kf_m7)7a3ZPkQk;B%TE@kIvakCvuWM<
zq&0g0x`_Y37}zPX)66fsY{2rFTuB^{NoPdKgWgnW?r{sNaEy?OR``is3ZaLNyda;9
z9>7RjT*qV=Lt7JGODGgXsiYUG4pYh(@oOiIO#Gyka|KZm14qlr56-o11&sz85;6}-
z4lLJGRIht9sC0zan*}PaKlVMebSG}gI<VfF-uBgiG7W8Lo}!+ZNXqdkJ()Mc3DX{{
zxqMUg5=<0Ae?auYZMM{Tw|{FYpoIL(biDt?bSL}b-0yV06rGR^Ym>u0%ufBF5511g
zX9O7FK21B+_89FJPmO9b7QZ`XWAW9|qQU8@uW7uBEo#@J&KpG-e`D@stHD1c%FMmx
zJeaOIi&ZSB@`I(a)vXq7g7hoXg?f2J6K9|@y<9LKF|ljG5MMZ|#?#wqy?>UWTVm9y
zJ@d&-_qc>D4~OCO^4{mOrLn3V9+9Ln5yJU><mSK`+6|i?2^+qgq<oqXr0bZ+Y(0Uq
zd+GUYqYe(9ALiltFXrjLn=BI+@5!A{d^s^z@i2P`xMfR-3;Dyv0aRI={jemqqbTiQ
z$7IcCXuG+FvsbBg6rtZ?*Dk^D6}uE_rgC68`2<+b0UBR!dHMR*)JS0%;b@M8L@eC@
zmV0l!Aa9>zxYFuL5Mn+nM$?Td`&~cNVks0(so8{kiK0&XUaih&9zIoKM+h(!pp9ro
zyE8MCDvoayyW{RQULrGl^yt;2vJiHK-&vB{4eL7{k^k~I<^QrI(`yQI1w^Z?I39}=
zDL&s@(z1v8Jsm-y$vU=%P=fiY{z^JzN<RMHBBP>b)uM;Pe3Ywwk1^WKBc!Zt*Q0jl
z@9o;B*K{U099=VgKKS~mIzo{|xo3m)tv|*~%tS63zx=Yn)ow0$bSyE5Wq{reC`Q(v
zMedDzQmeXJqrz}1S*+f^wHa*9&OUROq5sI~yj$MaLbgc>Dx?QMYoq>Hd>-B8KxrJ>
zF9b<w=#0ik$yYm#T`n6DVP~Kdxrt7zL(U4$u>xVMmQf9vE$t+YzF}s8JKpxDUb>l>
zSn%$&$_WG9+}tth$c9Wz7B)<^>w^?$ui6df+1j3-<?A3C?=JY454iPGetI+kd=JzR
zCGDBth0=_rNyd64!@^zAvpREMdg9zK;08Q=+8UhJ%FKeyyfH$CgR7@oL!HH8XEVVb
zXw%{6beVUAk&O2<rydD9Q>Ky5pP!B0CVc$;K|`8{3o+v>jzQa>oc=^-ysh6=VfE<^
zLCF4YzM}mIxq;=32*=Pq&K~ZU9;h3Yqk-T695vYbS9$zfz5R!K4%g97P_fy6$7;`&
zc<6L&mF03c?%gvu`}u5_;Y{Jh4@GOqjB$;aEMlmKoj>SJUafkNV;}fy{?i+o0&Nd<
zw0MHTF1vNUoNQ0sc=gU)zT~zX)XfX9ps=<{0n|0|>ho7!E1x+P9<-78WFA#rF9+J~
zyDm5mNtA+garC_!QCZ2)c9g!MBAmpd|C{hSPj;AU)wLxlx~Yv|4e@oyq*~DW5~1Hh
z*ha}LitL+OZLLd8x8MMrMrSZM1H=xK2VopTv6@AkW=;GNL0&bx&L#sQ0XKIx_h4J$
z|6G5X#^~e|BgB)UIxxRE8@N~hRnVs9WT&ZsT@#wgD#NQprE#`D=X!6k&+(um@K=Vh
z{J=1W-Oko@C@B-0tqd0zhQc<Ad|UUL@G*}_XLBn_F;YcF;`*z3M}K0y&u!!p-1o4Q
zp45kwj(K5f!#i%Sg@I33v4;nOw3HR70=$0xgjefB`u75wz3Fd5y$4M+W@6Q(G-Djj
zjdX!i0+8^^i3-4Nexym`h+ngUkGijoj78;3>Vuu+xHGH_FI$|*kC<ATsu^n4w@cYJ
z?z8mA2r0N$esL^3_>Pp&_cpDngc1_I0G>GkyCT?Em|6KwtdZQhUg(^zhy^U|**P#9
zsgq+C<84@a?0$fPZ?dSqb@9`n`QlvoMkrs>Rygy*cyN5cLWVMHBYJQ)uY#|)aT^m;
zt7QhvA$DFjshyAVhRNu0g3-rXVzNA9mZkyUnPW&Gjgu<FejvqWpZQvS@Jz+em+5|Y
z2j{}Spq8S-C0RVsWBF|(e&0hbK#k1=f&g<1>392B(yr!Md~31Q{Q%LJyT<$pnlB(?
z9xR8a{*9lQEP#?ARTQ--7uDXht-k)QOjEF4%8!pD!fJt5G+W_Hzal|1@f}{DDsta@
z$EAFrNb<w9Gqe)mO|Nd>oGG`zK<d!^QZGS++Z$7pdI9|jJv26oJthRPjxuRj-;5uS
zR`UcLiQ3J{y5sF^*>$42BpSaiMXJDCN44`+gfS@}EpYR#Ft%xJ16q7~PejcSx-{n2
zp7#l|3&qYSsh?sGus3IYD|qDR!(-TYg|{=tTOXJ;>zKq%XP&itq~3R=EQ8Xxs#_86
zmRg;nc0uAWBaVJ{DxJtcVK>~g^5nSl+sK9IoPanj+^ukHkY41IilJ`xkn8BKyzi|H
z41Im3T(`V>Cvjg3;Cy#pT}&!!=h?~v$N0TH%ztHwl6uJ2{u3!)&3W*5Hxnvc8~Ih2
zHXOAyJ=dKWlVw#%GpudaZapj(19SB=T59G??n7Ngq-@{R6Trlv1`qGO^ssq<vSRHu
zSfDW%bs#&Vbx>{U&-5aTnlt$`FDnHhNcrlVsv2f|JL$W0fU?RDt~>ExmM<hxcw0pY
zR1;)ds1wiNO&0@q;1N0Me$hj2711Cz(dQLhjl}PUPE>jl2VPrsO<GGD&Q%sntSuw9
z*yy(-;C==6(Smi5dr7pw^Q82OYpCBGOiq-m%>>?Gd>S%0Mh};k&uR?jLq^Ui>dV7m
zmDc%NiIcJtcfiur$PWgRwx)5l)df{0%GG%U2_aCH75tWC0eU$?KerhvI8&!am{}T0
zD?KK^T`}qdUh(7VM$c`w>HhP&b4kYmlJXbyHblMvEI?lexOd?eD2{f(qpgm=FPNxY
zJ7O+gZW)J}Xz>VLizdAggBjI>LwFxWLR%H%lRtRH)>j)~hc>^Yr5JB27gmK*V{e6<
zh+OKWg!e4|5mKMfs&m&KxH8;t)PMx5e9U|9t~lgn{|8xkj*xd1W~5S1_1IkLCum2-
z!SvUHMu{QR7SfUD++2Mxx7D48`e-6)+H=uY2-8ol<#JIs_tK5U^%wer_zA?wx~&ty
zmRX;<J2ov;vgcF=O}w}fKx>1J;yDs&J)iKKOP*l8afg2m4DRC3Lvp*P>j7@}BANkj
zj^*q;aUF%d1(m$TW8&pdR)&Wc0^!0RJMFe8Ui8RH0-=?K>Dj*MF_Db80Lsn*=L6)D
zIpsJ^f(W!lwj-ULue@g}z~O`1mu6YdQ_>AQjZa{$Qi4oXISJc^Cvtg&AR07<YnaN`
z<&5vAzbzG72`Ek%PY2Nl=Y=o%cI2-%8gw7xPQ``7y;hEE<F+pcD1C+bisn;{W<ZAO
zMI#sA`L8KKI^zaR@^IBrzL963{_K4iUjG+vd;AFsBA=6GfDG$UkQO4FE)KoKydqAv
zlUwx#EMR<!+(>lYss)+jEa@$;@mrzmu095DL7~A1Dys+tfqE+U41J*E==+6!^9I*r
zFIPfnU!cTc2J_Vvs%?2#!IOf?$vsX^{s;A&TbOuk+w{9D#{?lNQM$r3Rr2ybGW8V2
z>mF(&U6m0P)Y9oKl0><k9+Dp*){n}Vj&Wz?bmLP+zkVF9sIq-z)!B+RP~!rqUt!U?
z*2~&f3w)$<7u~Kkw!i+`eBPI|WFkU#K|5cHO#tR=i@gA4DvYYHIbywpE50=LdY0Pk
zt_n1B>pje!QPC3WQpYj5WJ15Ljscl1?&2Oyn!(^3iL(}QI4vn;fy91VN129)N1$fY
z*}E3Or8jN5{lXkIW7Z3=+`@~~Pg~!wzlUG%3qV?DK8x-CGGOqEuPi>xCW54+!Cb$`
zizEDHWZbWYfQ!y_+2^$nf0vG6c|Pkj(*Sh75&=V%4AG%JrTwiGC9oWC&tDgPk$c#`
zp^_>o4`zF&>p@cWKdT8o_Uha8GPq`5+oOF={GVDfG~_Sn#{%Pyf~I}W3$veLgBJJh
zivwQ_y2#d}tSw3obouIhaUoh;1yC<RrSpu1&s0905mo;yLqZvm2J;)G$1!VVKYS_D
zv<Zov^?I?mwWz1ORi~wSs7il#i%s_-l~R*j{>s?JzzyCs#Ok6N@ISUCc;)X_GuIcc
z#AJPSf9k%udcjJLa%kVei=FH;-TG@;?T%nu(pOCd>Fl8oM|ILpuN?u>8en{)z+T=N
znmB1$wpYIS^f%OGU(t&vzW!#f<q*6m0S@zMh8cR#rfX?~<IdtV`s9qO${#JvKEZr(
z-~Gn7%}1)h1L;ohIiM=9oPEDo@_`n^w=RXa5kLH*MhtTLc)xya-r~?`_ZU608#ba`
z@O4HgkRF=o9bC&2r$2}Jku5oI!);X0C3njjVkbSOzpXFA3v9KfrZ)q|gdhhKTf2+9
zIQ!Hr@Oc+Kxa;PC(K^h2T@3CjUvfMlK2aa<ZL6t3)x-kEl&7zw<hQ6E?`f;~K~HwF
z4&8Q2X5~GQzn>UK?D3_RZxk6x)bbiPmNbPp7e7$B1%$PuSpXt9*%+U|fNZhh`~w)2
zKIr`?`lOA2Esjt!GgUM{h2E}-hw+K*LsZY$_jLb8Ns0B9Q_ju``OIB((YOi+(hRV0
zX?e3|jLxDTj!m=f_Z}uccYRx1>u{;P)6OgR^vizDPAt%V2l<075|QZA=&8hH0lHQ3
zMkh8<nEpo4*<lu@ys<E#VE=9Vc_K&wZ!1>sR}2)*uy;HA>3Y+BG)w!+L!ne$@N2mo
zLlu=2PXJMg!EfYf!-lUhohI=I36oDN*zo$6tJ?ARUeTntX<<ZqvCF1XLUb|sebXEN
zpG2tj$(^%s(S(iEUks!WF5Ub5Fvsz2JWoBo=+67=j*MD>Wp{I&?h-u|1T&D$F(@c6
zpwueYMvrh`P;U943a4^gDQ^1)C|kquES_02J=gmU5N_?>L)?5>qzkO{TQMon-VLe4
zJ(MpgAr*G=r*gN0(w!d|HArtZMF~POIY;W3!LY|8-_hIf9`N|YPglpgOODB_yGb8n
z+zlbZ$w5o?YkH(1pU*&5cOG+TKQC7<%bgV=@|v^#_oCUML|(lP4soYGltK&a`QJN|
z`CH`=6TN*s+2!GnBsAOY*7)@86oeoOINHnK+}1!W=9Q$tLoW`5^C7oV+fVt&MDyC|
z4p@yX1sTX&F|-5-QnCrTw`+MR?@Q<u?pG3N0+2wr-mkNR_O4Jfbm)&jblZq``RSd5
z^w8A254=g>qaXCLQ{Tk6U*gY-n0ktm7D@{gN_#W<H}uxKVDDa!P%gKZouqsFia|8q
zgcmCKxlb)_Dq(g^wF{nn$EgU&+8iPE$?4@!^vNOZ6U_a?dKF`{3@@6D@;*}?V>9Io
zTYQk1zOkM+@Z8hZh6-|2T32LG9o3y7pe*NCQ1)Ws^<y&nL%vzXq=Y_em>ljVB703S
zqoUH^vJZxdVv7$=IX+YJ4Rf>imI^G)q;^U`$IHKdiA0Zw#F}Mf@fc(tGXQC2=BC$f
zb9v)GI)NY~l&S!-PK-{g(`&iAp<LzvtWG_xX!%}oFJ%7oX7TJ0miO!}@X+us@9Wv8
zUrF>>O)I7Q&)UJL)awyd_p)Y0KXQOnQjip3qZP9rIbXWlN=~La4|Rs@_-r@=k)?aO
zrW<hAOM)nDG%veg*ORw&$t(Mrmpe0R5j+tCl*4320d8&`1wAsAdI0BNm^cp9z*4{}
zuR31)r4aqTJ+<{Hc+2`ah5%VV18AD3B@O#fD9s6E2vxuD=E=^N%F&;>4Lc&o1yI;;
zZgU%Mpb9iN7lP&;2kG7u)Q;VYLgj}U>ZLX7@l4M_r!Ip>@i>oO-jKQ2t+aa&AkL?I
zw*I!-7@&GyEa6L0G&145GSV2y#8>5)f9~a$IpNayaZz0^F2kn#OeWBdD6>zhgdjG;
ztYYCw%WUFyiF7sCg=bgVzF&%B)8ic1%;j_9jv0K85S#dtpys^R2N5o~&y-PriZZ^;
z|Mrj+H}Vi*1!icD{!QAZOpAd7JH3N*pW}BBqi;yXi8)VB5m|nQALg9Wa^$(8pj0Kk
zsF^DtIchXv`F)vES~0)x!*r)d!~T>KQywjMC)N7;Dc63J)lLSBfd-UR^OZ(R)NZvc
z;=G3r27b#Ch)}9E<gI9mNKOhi8IgyJK$7K_91a~`$SJN`^zdiLxx(IG;){;QACj_x
z*u`Ve{8D^IJ>EOR#d{3E4M|fTqkj-Jf@v3btO06qV~OZ*K;d(IY8>&TMa`w|H)pmK
zfwCxmiYg|UH#l3=+K`psb_ZX9y>rKHaw%UP{VhIz^EP3(@vPJcIisjNCQC-{iU!{i
z3+tpz`k8_$?&=(@_8Jwr5lUC{R}@eT?EbB%($NG)`N~OhxFsdPqZvIR+U2odxky}P
zzzk?N_VGQSQ{0QLQ@s;UCjS5#4}J+U-rmF}Wp93SyA2WM&e6V11#1E|3pm**yafy3
z$JO29MQ?eVYA5Yb#^^o1rq{${YE7&zS5{B#;3kkC4>=BV9>UExPf<SN8w$!h<&^iE
z<_Bm^PB(4F3PO~{16|odtdy7)yYaZYr8I6ZPjoHkR2V2c9=ePWNnTpUV(sW3c08JT
z+Fy62RS%GHV{>+b5a22M9nwp@_N!h?Wt)YE>z7U@vPT}A+@o@H@aS7@9Fburc{9cH
zyC#kpoGRyV=@uYaT;&2Bra<e_dL-v(9ea>S>H)a#7`wjidSs*}STBD3bm2`~hUXOM
zff&IFvx~d4|2YlqPMW&i%ZuPEE-29K@_J;1+u9l&cd&wV=5G_?79>FId$R@0MCJ9)
zF)w6Smn!4N7^cQhC5q6PKzeXB+NHMUP1&6rzx&FUzcYmL^W`g7A&cZs=)4w$RZs83
z*DR|nkhcx%TEM&Li2fy#c;piYq!QtTunyeH5Za*h8IMu(OR<@Hj!&eWWY8Dm-T4F5
zDi*!vGVUnR`&b}ZO`9sc!A2G6J;sZvKg!H;8?9+ytEJsJf=9Ky>1MIsYuW-mRVMKu
zio_&5zq1);OqN)ortrEl(BV4e3uxB@gBQKbKU^w6d>!uNi%tuNUI}WI#L+P(-ZXS5
z&)}Vc$boTnZ4ZBgg9*U`kYvhs_Gx`|VxXa$`;Q0``(*?v;Ios|vr{b}$jzv)JtkSc
zkQ?ol;?8L!M~N5SCi+c2K>>l_2*8kgj7@hdrXK7v@8Re_5>j-FdEU=GNc>gJ&O@E=
zTS>n;9q7-%JG<-5QDlT?R<$_0bN2p|GqtOb`f<Lh=Zy{|22NgLH7y-HX>CYfFC=T9
zRm=k@eH_~ruI?7p^L)G%C2MDFxOZ!<A*B~I3)9Lsf3so@41)m#iMC6#%u~73oyFGi
zePc4poWMZ5fBn+)cr_K~#EkxE|AAepEqD*_F_#A?K&FfH1oi(C7tB!$)S3{ka@X-n
z&%RIB<K+B?kLC*Pl$l+;$97ww<Y&CqbCI%;-1PFW=TLGB<;-1lLRQM9d+Sy)SsXUm
zI*SP0sM^8}Y~^i%z{SE^0$h{Ojxa-<_6>0>#ai}UsU6lHTZG-Hw2|%Xf3A-<1Dlgf
zd%a9g_KFa6R$sNkmw%I77+Jgh!_SWV($DU6CU+hXN=^6!dWk<TLVUD)Vpws7;d&cV
zX&tc`r8eRe(87iK3=FaF;L5;@J-$ARLmc97YNrSqE<oZ^8`*glM5KfrLZuRY&zy<r
zY|eX{il{?3xbM~0-Q7Dq8gPuuBN7r5x#&~v((KZ9*hNE~s&ET|+>Wzt3!@OG5h#y^
zl6nkfuE&TkO5@*1U_rzvlu~nt6{g!$R1Y8-yKSgC=lkA8?Dvz_;4$Avk<WjnGCs<9
zD5DkcZKsI^XvRrWXRaQAw4s2{`39XYx!TEYUPM12p@KOV0BIg4T!6B3N9LgcSq}4i
zMjKDmMs_rD5g61CEq<`SMAAuX{zUd<f`v`rHwoNa;(mAgK#uq7?!7(ak&$zda-{^F
z!Ev{`Fj6Ak1^#ZfyyTTU3ml}BE`J*E!HS0Y3^uYJlT!XN9jQOQW~vZS5kv{q_0v<B
zb8*hmJ65Y~U>B++9Ho>q#Rk`V&;F{ddl&x$2Q&r8VSola+ATiQ4Jd}!J#*m#kQO>$
zx<C}nC=o#Q0d;=|t3^EVHQg;v<3b5wFBfyQBd0#2t)oh(71@PoS6Wx|XN;>CrwE4K
zp4oTsm;!4E53qD^v&_L9C!MbIkWQ&8{+u5W2UdnpI6Q}~Wh%@))J|g+xbqAbd3q$3
zDev9Vh%+B5+DC;@^G5l_dW}_C7q-j$Hj@>W&Oth-4wcS~P@|j@lgIv)Vxt_5>%T%d
zj|B6tR9xmx_sP(_>=QB<#{+CMLGbJom8SvN7ltFwt)MwNUgX-^{(BZ+()xxkbX37<
z>K_!gV#p_{QcF*MN1J^wCVsH9L{eYt<B9C=Pg(7~vAVFLtwoi3%JI9!_v3rgMz-^p
znMJ!9E8eg(#I3)#eR@H-9;G{OBTxt$Ib!k3_J=edRu;`0sA(t3dIjnf>`neJNFpPr
zR1gwHpyM&cDu!SjYSbRw!)cLUGF;v}=TeNDBg7}v4-yBS8Q8q&#C&mz)xpPX5&$ja
zhB<~v<-O(AYkVbgSK~N{D$^bgk}Su7EW6D#N!VuBS4&C++epAn1C=9cK3#34)1M9q
zH%_f3r|&I_pW;?2Cd49v5b@_yVeyT+LsBkC->~_-2WIkLleuSRHl<EQ^&cK7&vmb1
zAzjR8^U8<haM{N}FJRlHYtVaaYQI=v5t#l6bZM7W@Qr<#lgoCyUr!UD_5$fvh@5v+
z2Y)&ZaD+wiiSc$%J(828<=jmWVC>w`eEfYKhv~h23-7NRx0M6MMd^N@h?52w?fG0@
zJ@K#Xu<H@}ScII*yqfOZuws;+z0jvyD9$7|^)W|F6Mw|81NSM*u9{6HmF@Bd>p-XV
z*g*IvS53#R)qr4id0wB!2inQ>vidV+cp`7M%L6CBZ6(hv=CL$ENTAOrG70Y+PWK*Y
zUcLx!nfGtM0y&TV(Q@PktVW;B({i#vz~mD&oX0dL?9dX?q%5A;6f<*58j$vO_&6{@
z#v`lZw_JLSB}PEL4|NjY=*M1$W=k3V+cN!^lT*4BsNov2%=+k8HyNPxxGoIr({&1*
zJqYRK8--EU+^bGnch^KrW08Ex+gTY}V|2gyTA+Ak5|#HaNSijKZ@qxax+n%H@nu?Q
z_ULVw_GyHrgOaW}Q&gx?Q+t*BaFRnH*pX_N!Y|dXkGiOS=$+5S0E+_gWc4xW%~2hz
zQQU;mXm`G7nh3rAqDMApSpvXj<m<Ot>;j7F6M(q$i}gApMP93Nn%>(~VvIzw-3+`$
zCKxvKLeQSIUvbriD*SC5c=&xU7=5cJRM#vsKR-_7vFwtbH>e8RlVBrSsRxF~Y?W;1
zsDY?Hos=0gg3zr}_2(sAwxN&sTy``}vdgYQGC>eVT*j%GQ8J$UD0b}F2Ia>nz4hY-
z|M%aIi~-F7qL01~yW#-QmvzjjIimEhoVK)vxOSWxc{<u;ca=HYD7>I==X$){W%U{f
zr0tt$75$7CsoXvSKYkslw6GMW7qqByCum;%@1qMX25bC%;q@SPx4O@~UBD$DD)Ieo
zV)!C&Ka5j5NnV@KiZGLRhrI-{2-%y_2=$qa*F9Ed6|o(d{;rRExHLq|;Z_VE5{7;5
zOV$NV?H`M9{FQ@s+_R5ow?&Vb1NZtDQafRb7M0KWJy&O^1CpPybe=}%dS6#i?#d<d
zn^WBmuzB%h6Nq=_CrV^_cd95zlMUXiy-Ok|i#nn+D`f$L76yf;O{O$aFkqY*vR6vJ
zI&bVG(My%R0I!tEIfN=aX94F9^^U65N}^MWIw?s$r>o71i4xh(Q)RNa5!oML8tC9T
zm2>>P?r7oDJEe0y{8y!u6tRQQfHT1)Z_lxDjHZH~&=7s%GYY%)&^}&tRvp=({}JdI
z8mp!ELd?ITjD1Ey#Dm3RDl_tUcFN1HNAUq;Z61^vN7ZRUW%xy~3P%ID|IHDJbWw=H
z+x5GLIFHy4-(k<Xid9dT$Cwp3!u<#QzZl2pC^`s}FOF)HJqO<9<i-^(d=7Q4_!bGM
z8kj!pPAx<mjNgK5v$Or&FZ+w(jbejha-fDph>msx_8;$^3Esaf?xF1Eg9pn<leZ0s
ze#Z3cfbO85^nzpsFmuN%5vNeE$L5MfuZ;>Njg5#uipj2Bsy*!N+o#Oxyn#?Af*O)`
z#Z05Jwfb7jc(jJyerpGRy@sRjaZX5*6@~Gnk223l^rpUE)7I5TrW<L>N%lm&Jm+)B
zC^_9AMrn0A58gLNC(z;rzotyhwBcToavNAOJKTBUm$b(1ubHAuFgq#6{}%dScC}AB
zJK<nA0GhKvR%{kC=#EIJw7dpd5Idq0$hddaKn}p%BMlW2?EW1Q3r#sG&$V?$wD}-r
zT>=V7ZMjj^s5$Xy(~J?T4b)=Q+{quTvv&YUPo48QOG1$Se*F3GKHYQJ?{gL4&0IF|
z^w1xfo9nIw5^6U^kQde{mrNOIP*~_syR9o~_Vjv{Q;PfkxlA>JR!lll-a5!z6_SwK
z`Xg2}eibY4_1lup38k@%N{l<69rf}+D7=$$u=9sN>SI1HcN}KNM$SgS&5k=A=$aHj
z?=Cdot(fuJDibgrFu3%uMC^Tk5Zb5v@{50$jAk>pjbz7I6ie5{YEuiy9OxJwN6KIY
ze;*og*);ma2!PgUvW^L}y-D(#F+dflKg__7s_}O1Ci^84#talvdczJf^RMk~({Q7a
z0%XWr{Z%*J`o6taNt_*1>jG44WilYJ!aaj649}PW7jz2!6$0=+sy*`zXxlM5w?*Ya
zE^FE6lBOU;p4f{94Z-ZB`i#X2JQqNk`xZ`z%$tL<33!_L8&2Y62`Ho32gQA3;<M^I
z3GI<=z~q3gPydU1IgX&bG#BR1G!h403ePIDF?CCwm$1ul43OWCD62a^xcdUE#Xvj2
zRJC+iofWxl(siOHr(!>oL=g<Y^Fb9+l`0$eOECPs4V2Uv*}vZxgS32yUn=lg424mh
zf(}|Z2?nHpu!P}XDQixl<;`qjvlCEYj1nM-&5AcbR#qDA-2tOt#vM|^aAiP_Y6L+Q
zDdMEYv701T6}lrC6kS!(;X(ZarUPE#*n|qqpV)0I*ImJFe1>TgcJ(&bMZw?R$-5rP
zr_>E14KGN3=AN_(p1&ZBb@jJN%2wyuDZbz0W0z3y2Vvel^w!<pC`Wh(wDetuls*0`
zvwB)bw={pzU!Tz4TSaUlWlvtND+I68@ypeS>~_ZlU`3#x^G%u~#AZOAv!j;<Jl1zV
z&r<PAH_FN50i!?IzV`+5iyS10hom9bc(T=QkRrIECnTh1Rd$xJtIMH1+@+$;Wqie-
z4W6g*G{+gFM|+2|A0L|{47;-y9eU*ZATjDxCG)-8761^Gf#RcUwenR0pqoJKq6F{2
z)L&h(-Bm%iUUnbNKAkA`ZK_Ym*uLxI`e~An4Qzc(JSHn~aztkbI?w$oWq(xfNHr@0
znF6e(v)BZ{fl(k$&3Zj11-}P+NA6em8+x=&C1cQ@*6TPde!ox53Fz*1J06(K7%0E`
zzdde!GASSF^5xwPwo#nevd%+>IDPBOv6qsW<mACi7PMeQm0*5npIV|DJbvI>+DGGe
z*Vt{#rPEW>At4@dH$f7QyzKPmT<vl`9QI`$ByrT!z%-K={p~IcQ!q}zhHpO%lm06=
zGd&2R2l!S?gCkpq4rI3|Tk=hIs2d;(AM&=EtK&JwpH`f$GQOsmim=HPtHL}e6}mH5
ziR1DC8y17>s^juv)yUjX1?`gZUen^7a~h6Fd9}*znLmt-NdT$MEs#7U`#M{XLOM^S
zq!y-g;SWj8o;f^Qle@@RKa2mcj09S!Tj^$a53`E1^T3p{`WN3rm;#c;_I90Y;ffuk
zQ)_K$XZrS$k1dnH{896MxWtdYU!5-u---WZL<H9!^a0_5IG(osE}0>Bi&LPIv-KP{
zcg|Lw<4*@*?6A1g#2z$oEs)nfM&>n_7<EME4bA<JkDd2uPgR>8%q^_8jshCAX2cmE
zq>kbQci`NDhfh<;R=!`USXb;L>U!;S8nu-n8k4m+q3m7%$P27V>2Rxt+c6#er7x^P
zvH)m|K@tdsXH)wAA6wr6)#SFc&9RFG6_5_n1w=eZM?gW5j(~(7r1xG!S1Hn^OP3N_
z5_+f!C`cEO5?UxCJpqD12n2!uMbG`d@4xr%#aeGzu=4IQd*+#$XV1nZt?h^cEY1-R
zm8oNy!C`<D&Z$g(aEvlnwGl9$9o*svhEYrRUzGRb<`wJA(==9-)^81NBKsJKhW1>v
zpV5c8I=wWoif;Owt{|4?Ol@93z-i<INZkQ`wSnkq^Z-$L&jq4I`ZHbMiy_{)VyVUV
zd4O^gK-vzOtDo4v9+2>l(va}>cdB<XJsnl5E=W(KwPcHQAT;|+<sk5{c9>K=kRreP
z>LA6PiP+XAuEJq1pxnh$huF;BWxa_N-G^A#@(i}9$%zTQ05PC-N#e2V{^@`8HSd4X
z*CB}`!1l3J4G?21P;Ua_1%BLF<bcXL0EiZa>J%4w=9e4>uo^v)hKJB<eH*xFhxol|
zoF1^1T+=s$$h71;pYk^VsdGag5eS}BrOg>Rf5Ar=bdHP3wgt?*h-QMnQC=Bktc(lW
zNKFV)*z0qW-$~brQeyaph_w<hFQ63~ll}W@gEyT0wj=0>Ki&l6;*Cr!{eaqrBS9Fl
zw}x7}8VFo*s<^Eny|qUD6(U}<v5AG^c-B#~K%tc9;6Hks^}lT>rWy14CztE*v*n&f
z;77j$s0auibW&<fg(h7Y5d&OOFVpmTVYXbvZ*K<>$1vJT&Qp-ueacXM$_@jWz{~PC
zPuXw4AnlAQALO}C2=#GLL=5k4ah{~$tw-x!#Iu73z*2T!HHvuu!dn6K>GA_|b=x8A
z!rYyT2)Vu6*q|AYn^@qGg1yE_01>fncRIN74e=o(LU6H6P)q3=AGZ@}(_(iT<<`qz
z;Jagd%En?GBT|gi0I&Ua{Xd4rjYpHL?Eno0h)=c#0jxXa)^!YgzH4S+l?-IH8UX<X
zP%Ij-#M;hq*PQ4fKr4D^O?i&-;W|}Jm454w-)jmC`PsHj0$`xM^_RfG{}RxT7U|?^
z8%DR)Z$QY%Q*i{GS?(!i@rw36b#&405U+>mFPlKmUc2T~s6KMCKfQYoUcgef29uT9
zzX+d^!)x^0WdON60PSuVqKg4lIVvmKOjB-J>aW_m8C>{Tv@b@=^@DTMiWf(n!wa33
z$ncjNrGrf1B(77T{T)8l7x?!r__$}v=R{gflR^sdC4K>TzIY0_iva2Bi;c%$Q-HQS
z^`fo~ylL|qK3(o)-8$RDN85Mb$A4P}w^L5eT=^T|b(~sfOAO!y)&TxF_Md|PDB_q}
zw(qYvfvnd3PCcpP_2*aboiXfDqMRiAg3$x0A9f=Sl{s;80Y)>BnfW3cdRm}_`Iw7K
zBG)9Vk>1s&fvx-jn2#0JwaZTBLbv8tF-`TVJm%OMu@bUxK}L3MuVe0-B)3!jlqoGo
z9h+cA5kOkx4|ww16uiLwmyP-DGyJ|vCV+Qcaet@*K>kj&DLSfYaHWd27O-EUjr(wu
zg411jUEp_&6$rC#6FgQ}A<<3$<fiqFVq;a8b|5doE#{pCrKOXfI6hvhD5N}Qb?~pR
zm2~oZ<F;UJTu=xQ-?Jx3;=m!cZeSQra~USYXFr(G;FCDO2@c2^e%HBK)3@wL+;H*y
zmh)C!lg|#T$HoItx`FtpyRho+eEtg3W6}1vtiJg1Uk3Byhl-4f(eg(AN0xyw8wBI|
z^~yIO{U^<ey53I5flp77#c${1AK^Qe1CA(i8~CO997E=sza%oG8|WJ7qD#1uhW10+
z1<;#Q88`1-_Mo?9!rFe?i}{TI3+wwRB;W!k)n18{Mg7Lxsz<BL7b>kCui1S4c>ydT
z5_2x`aU$Y&zEPOi=(ibMxy(ZjVa^}-3DUtR@zj`@Y5SgcIC4;-EF_H-NDy*<I^7`7
zztcz&lDRe>ywFE3atY`_^-+Y-)$&T^Vp;>1SGbg6JsCm!OL9^xQCo2jsqnzjPmif?
zEO`_&i0kJyl_Ml_DbM{BtQeaM*p;I;_YavE+x^xfS2owM^+b7?_x{lt_EWm6#EsvN
zQ{D2vjk%`h#gs;na^^u;<cld)`<0ayMirxYLqqj}vXrc0cT_p3n)Qr*(g=H&m@IV3
z(gfDSfK2p))<NLJe~fYTqF&IF53ybDR~!T&EePp@!E)P;t>tZWiG^$^!gEg!Ny(M6
zt*uh=lA9Qez#$oPh0W;04J<Y68j;*s=bxSt>p8o0uU0&pJfQV%gE}+bu6bh78aP-^
zF+ulVx@=rr5IXF=9gVxK7l&*Cx(^C4?Caq}aN8iW;4s<>7|?Hf_lVRa9mB|RTI^KS
z*gyMjx;F>nt>81G{GEwn`kvg$`UzCi=~pUnV6cyBbr8LOxNLlrtMn#@2y}I|>IxgC
z0{p8aXxHHwhf-xc*sGWOc(OY`h?fScAFi16%KN_}W{yT_mg*RT<}djD!U?U-j|BV8
zS^?AY>h;b43@v}6k^h~W1jfbOsiSE!7D&p@@nN9YdgCS9n*Y3I3t&PjDxQ4TJ$V_a
zylhMxKI^t@CgVL{K(5dWe$E6ja_H$rsU~s-;<20KR7W$W9AEY*5+aGfQs>7T?@KBV
z+ms(amp`R6R|@@p{O>YTd~$-Jf3C(Iq##Mg<ND*n!PRqGoeg6fGxx;Ha*jG1Cl7sx
z_V_}WV7p;Wy5H9yB-a@kYfHC^T!$jg*ssv3_$wkT18G#4mNnz$?er3B?78uw!@onp
zKvkc`h1LVw!1i{bOowY59`WlROd;RV<Dz58-Q0Db<iE?k{KflX%T^TEpRd;`9oi(=
zL-Gy}O@IAuGH_oxv1O-Ru2ejCKU`8TRGIMT=o<Ov(b<%i(FmdA)Ru*EIgwNG7U=W3
zRxSS){z8!3+Ci>D=BHD^4J@x%kUDgb_9hK*o-Rbj)f;&H-{!1Zb4GRLrnw*Db=l5!
zBXr6cQ>x~8mz1uvckU#gM*D#FiDQ4FD_E0oC{4(~?%ABT8{jndsMuh6*@seiOegrx
zGr_)*HM-8!C7h1DU__HU`z!f)=^?wZhbS0xve(-xz7q9dLsy{Un+dUoY=43ZIvVD^
z%>w}Q*}cxRwSrtf6@u^n($0OWJef*zY?NC5@Cq&^lPrI@;P;Biv|@7FjoUQ;A>`w$
zAWHX+jo0H`&Q||3%?-3Bjn#-G-prl*3r*A4Ul)8rZ5=mxHx3fpHIHc}3Bd6uyufjt
zMzIYbJU}h;HSx8T++!;87IZGdhfn$!Y3`ROxl8Woro1E7w|5}VlU^e)=N-<(LS8X8
z&M&7u@#pycIGvb(+O$~Qt*u5=>|SR<qKL;4+-t-_ePD2Ez%}Nr{RdWy)~2FE_4*kY
z!Sw)McZdo4;C3BXGiUL^Ihb?rr`FzDP`pirU%d9t6YPY;jG5`hPi_+oD*gtU2M1br
zoy1$={l5;vE<;V?#xW{myz+LMVGpMGlj~@6waxKehJQQ^ijWSUdHLr)StgQu8?4+k
z9<6nNh$#(!CDx3o$BRnJIY_tveZ9=gFXjlBu_->|UD49MR5P`ycWBlrSu&`_Y#j_-
zE5uwEj%Mvzlo-Kgif(G{;e!^Ki^dGFva3Yj(UqTudk0S}SeGE5HROmXx!+c#G?fy;
z&D-yfzsdxg4bYkixkwWgkA97uJjo>l7_3}O^Q^0rJrzrzY=fbi73}tGAN@mu`|T-*
zu@)~H^TSD4E8M4bKhUH6G`$rab>rVodTza`()*5cCEv}<iMUph4Q@4c#c9<Ajvhas
z-1EfFi%~J!NVMt&UOeB%S~L?IkaZ~eRkkIyt7eXVWG6|KndjSHC06e42l@uk^UKhU
z<+M@0`)m$@|05_8&hf#^3^KdlWW)oe(Qlqaj6A>G_Q>(^#xD7&%`U!rqhL?2x6bA~
zVgT2yH?amLZeU22>@7)yb400ii$^76=*~wtiSZ^=stmc_1v$6_gq1Y4{N#}M@oy?h
zgHC7DS#tjI&$N>kE<UlU<DR#2(C()m<&^#qEICtgq%~-b+K)6dC);K3?RNwtj4fye
z=~Bt~l2ED!wxo)Hc3X1#25+sdF-AMUJdXBMTWbA>wglfOQjn#he&>f+AXw#?<&9H+
z^Dn@)%({h}m5X~YJ$IXM>X+v7uGpA+S80l>oT1FC73i@;a1~#Mo^lO<R{37`X#XL(
zo#3|>9w*825yE*^tGH{f@6lPY3f_+-MNA-i;i`hMi=yBm##_d$eO!3JtyQClgtye+
zgpU)!L>3}3STKI)qm!wo#O}tYKD<os;a}H`O%r#IgpTljUU-KUW7<6r!mvzJv0HJ@
zrcCi%!){L)WmVufmhD^X(Gu^aDw$8JY2e~fv6Mz92qds-#|^#t<;SDbOn^Rf=)awX
z4xtO}c|VYOb3&4#(r^0p$E45YJJVus)+%S-<|G~M&AY-4EQ|>)x#M`+9ZZi<sZQvN
zDes^s8^7d{a7t*uknV|z@w*pO4}z^ZlD(O=Rqy_$y#bo>8R=j!cicZ{l||h1YtO5`
z%$x3#4Cnl&*)vA|D%_b8i?ePG^hrKyQX2e>vQHoPCxCYHY-CH~O%J@3htd6qy9%VE
z?ks^eGnCVjI$2NiMEZyf)%@C=%mO}&s_|RQJ;I^-^nDYQJx%fWKN>}-_VOuX?33fa
z50Zj;_`%iPhV~~b4Du=zILD+ztBM;_22RD-4hI+)3`sKcNTGX2)djJ?AYMCtfZ+i~
zYX7kHqsGlPTk)M8>b%;t#Q=yS@}|lueGF*dz4d4`+#FX-Iuov)6^WOA;gRz>J2V{J
zjNUUjoaU4sW1+d)e0T7(7QRIbn|#}b?Oyc?*%Whf9M;OGEG$fZUJ=xa)3O-Qoqy1>
zwwp<;$T{{Qo0Irtu>N2l@y!oD%A7)wq050wYXVKAoTO7tJ~QX%%WRH4n8<<w!uu)z
zKa}S8cRcNmF2x_eVK;tmF8S@XBll)1<`$)L3OdpnoxHaDbRTSRdqn|Yiw-j|05dVx
z7H>5^KLQ4dGZwa8i$m1;)xuL2ujc*XlmYdVFEKI6WIvkB@?jXa68^g9O*tNrCp+s9
zX#9MwUJqMv;qz?C%B!W<B=EStxWFgx>LNNEe#3feo1DknYMOZv&b8J|IDY82zbHP?
z$j>|$Tz_0NwCiF_E^Il>krM{?DLFO5G|%*CKW&$;1s{7lNHj_`=z1<rwtRRcN=>*c
z3YhB3cbER123Q~46EX-uijq@oK}?#@jktU^8!RU|yVzuam9j_gJTM`_yZk?p_n1~n
z4y|wQ{RAw6AF92Mr4EZHLMHycTqzS2HaOZZ1WPg<RSW`W^M9yIGKII<3c+-YUrINB
z^bXQGTkqwFgw~aUs>_j!aKj!u!LH)kj2tZi$$}JLlT+je!e9E=wht*dm;t0+fFSoU
z%}F!d{JO#;UiAystUQlB{EilVlYpCJ@g>B8cF&m_R)QH0>yqU#BQ8E{dF>E=;rbMt
zf2`z;x1aw=JW%C%&CHZa+@h8BC5ad(nUyOVdla~uPK6u4e-y>FHb9;sV@-D!02Tk-
zO>;qGrr9&TrJ7h9bhK?AHqk=7CN$JaCgt(~5RD{a`Y_{uKv9Kr?ud+P#bog*9Cd!)
z=}%ZO`4i7L73AOT)4g-<XLdXU^F9fk1K&S41Tw45oIJQ8ZzPEQnyUvGOm8>kjbEs`
z=za^BpjfG4PZRJ1N|J8#3{Vm1VL))%lpS~>ifjOLs#~Ml1p><c{%+IG#~l~t^8CTI
zMLwv7l*78i@zz}|d53T?-u05!S#Re$Wlk}6t*Z6Vqyht!u-=5Ex#>KbIgH!c1x`5J
zp-_JM<Yi#sPS;$C^H4&<P(;h-96ob=PLfdV`ZW09ApvtS_=IjZYAFr(kgzYbbKfT7
zWbI-wSniN&4#5?-41nds*C&4QQU~11!=`=*gR6+*lhG`Jrh{W*>p=|H+Dz~-FOPCy
zGQOv7=`BF?{^|DrJid?B>N=L(L|XQnpXAMfs`9)6QTb6V1-X>#^jk*&;`7Zq=t=gE
zL@A80kk36Y1_QuL0qg;iId|C5FCujT_yupzU5w1gVmXf~2d3y9C>{#jl=i!Q`rNYB
zam8=tufOUjLf%3kM?#tbtxeCKC+^C%tPb9K<sa>b@2MF1J<5(vohFfneBx9OBu!+S
zSOG~m#@pl$8L|5HoLV>`=N3gx=i>~nHL5x}SUoO`?bH(pDPaG1Xa(GBMJqevVnPlk
znzoQNiC_1qn<@a9(XV$>#^Djrn(@fh$liud{)UsAR`#z%v7IY`z8Dp}56d>a`neXO
zuSfnhVQ&<rY0EA7kTTaql`!faP(}%pp&sif9#zqRrNH~TnT?$O8DR+1%E8K16aK!l
zY<PiPuD|7=mjD%tL@!`)b-YF{JkX`<Xit8pCV1<wz}?;mZe<~7)Jr)4;L6RtaqXXV
z$Ke%6avR7Dfrl(ExfY_*=!JQ`)w$zs>d*<+?>WnF0W@A*pYy>(6nLHf)Bn)=6cXP+
zZn|u;ClARfD<@P=mV>dW!Hql0fsKdCfI7vC#%DLTNOf2tVRry$w3M<)hV6}QbRTY!
z4tAj0YfMmlRH#t;yzkHY4gGdX0bQ_uH?)qn!a-C9214E!?y156G^O9|1KSE3zNBac
zFb8NG{9qRv!J0GmIEzk=Ttd#sVatsiRnCH3->tKTaYg`c8OOCi=^W7B+G!W`b~E*4
z(J$ERD*O%@j%G-?xjqb62m_r0&qoG{K|XOQz}Np5v_kPplkU)TNJx$pbkrF}W&gd-
zx^D7o&fMRoWce9>-@0r-quB|S85xgRdjoQtICapW^}?xjow-XPfs4DY9E2)QS*!&O
z*Vvyf-54@sIuB5GDZVnHV?{QA1Z&$f{qJ7>J~ofe^|?&ps@gaGc<yA9pw)U+yz*DH
z(18FTr1kxc{KggaSpiC|`_mTW#gxHQLml(Cp^@Dx&RUZfbRhm6omJZEC=w{@uMsv#
zlj->fgALvIcaPPT$-(7O8KB+Q4aMx-kAm>lv4Mz%tK)-)EpuXS3jw7&M&v=$qsuZu
zM8GIFx?oKMmb-`(J91DUo{;@3U#ertqD(tV4GxS2aM1yLhD@9v1ooj#+wOx8Vv+@Z
zqf&KK|124WkeUIAUp*42Xbix6TfmsHPFN3H9v+RUm**mXecU(`y_z8OOE9o}CzNYV
z7jcm|dpHMpU#^^}wJ-SH=s}sH6K|qVa-(sn`m)Jzw>bL1ioC_!0+-v1V9oO3yMp&T
znjNZ58-X6{G!?j=Fbe?A>!<vAroaEyfj`d>?5OAab=OJo=c+?QbHW0%HKX`oWQAmf
z_^<C4ev6SLwx&Tg$CH6;2s3&Wtcr&2lUkcHD?AV`vFDaVEZNVv2W*Es|4Z+NybU12
zn40kA7)aXd^TI5ToAol$XKYDEJ`;A|LE9%Lerj?@hbP8~FXI`>pB!XMM#li(%{f#&
zI{?j9O1MB?UzSAAe{ong9-0tuU0U*+lk<<cfep-3B7iK-0eTdd34K7=Z}(#T@xOBn
zJ~`P6zqm~=JcdWe?WvX_h|a4Gv9`}(J(D+{X2SJ8*A`=<0LM$i!HZtoNU(;dDeqqa
zN{a7_e#?{U=+$QqJNM6CF&BR4Eq55!f9q*9wr6QQ@py&zI3I=LTI<?8@ox$~crB?H
z#<Y}2O~sFl6i&l0=pAF_!zOZM8w*wS>XuD9<)hW$Nl1UssuNn};f`aS9l=w#=t{)D
zyG0?`Z@p9g%O-6JR~3BRb|AsKvc>kKRrTUoM9MB4^utS#7cl(OH_tdMcy-iyFI@Qt
z>QlVZ$O!}jJ99`Wf^g-XW!lHmR|n5Ka|3axE$Lt|-Gvoy<vDjUb{8#ltO{&+aqXG0
z-6o9QT9RI{Q7&qmVXXzCS35G}1IMMWh!OLp518lr?A^U-%$w75bN}cxk^j(Xukzq<
z^z)6_=g&tZWM>%ye?31b0Us30L7Ul*xAP9O)l3Ud=DCAOJfMH6rB6S6mnW|U_DQ!|
z&su%IjgcjF+xkg`dRLsPVxQW$?}pR8LE9u&Ooa&<n5pzBgQKL2!77T@06JCl-|30i
z?SZu-=1|*fkhJPPanwANJQ3`#GDj>QA81YvLndais{8EpdB9ImMfAIWpI(Z4Sv^}*
zfG1x7X>)REiLHR+spA7O#l(+a=gj)auS~HGHTF~CcQ)e7^y+N()`0L@BT(!3Pg`Eu
zUK0F+K^vZ_hkvUZl&Kbg@0H*$)psC%Sm?>-2k%2k%84A*YiBDCKK=<pIERbp1Z3}8
ztsNXc3q%HkeK3Oq&4mdOb6eVI0xuAB@Mcr}*)!x>+#u0)`lkPaFh2>JNqtSdgU#&g
z#&xJx3`M7b3tZ4U7hjU)HJxP2=VpGrldV561AME@-sw87H4KdK!2|iPUNh%v0Ed`B
zfwNW=&25gCt2^?W9!OLWPS#0fyHKt*7t}A8H3aXR*h-me4a%9QTd=0-@+hx)Q$Onl
zmPoDI<O*?^wYpae3a}TM5iB350*)wA+~fH7*cwG;<t3O2b3&xo-1a!WWvODke(tE9
zKcHw1AD|LAju|fx>_hea$?5<QXTnn|5COko9(`~Je!D(nIE{Qf7*uip>VRtEY|F7A
z*+FPwF2uBZ)1>J+?}(^LkJ#>hXOiDIOSG5HsI-O<{veuV#;r+|pnY3gKvE`S^S0iy
z{wbsBc0#rf;E??P%~_^O+3TdY-LHSDzIV%^=byiZVBh_{Q%+Hzzt{M@+>XT+cKB21
zm?dz%_c;*Mz?c@2f;R?x-<@5%GJ_un3o82sEc8g~Rb$&tN!o$GMq1?v!nZ+!_Hjjr
z&;0)w#hV>F{{mD0(}8FUs|^`@mq$$wlTYwmrGSr+H^nM40RLHZ*l+)bnsEBR_Y#3l
z)NX(B=T<)52YUJ&W@8(ov!1O68?PaU9V;iXvnMIR_mou}%cxL$Z>7=!#<i}*^$OEK
zWDv2f3z!{hz+*{^m~*W-9?}ff5B_DucB=91ge|8^vn;rQSNs=9GTmt%_IZ=;hJUix
zxYPi0>|dJ{D5cy7zcIOHb$Gs?l_zxX0hZ!+N8>;e*+KIcHw2<QJO^2d$HzLjqywF}
zUtxOXuPV9=X+$-GB)Y_HB};&@c}Gok&}8*%b4(b3F%?JB@%{hEjWpq(fa(9t(Eof0
zF$yCA>p^iFs~Dsky!UVp3fvK=OiuC%jz6A`Zgl}PfCM^d15>cpC7uI}sU}-$XmkmN
z-MMcuPka9q4giCE@DufqSNzZSK4@PqTAW4_H%L%0VX8imh(nUlH?eY2v9SvW_)ni7
zPstX^8QRuEs~_b!u@quc+>dYkwL={EA>enf#Ru3l|Jy<o?go|;4mSuxI@nfTWj|XY
zo=9a%)C6K6aah$1AN)%{`Lr4sASlX5^U{E4km&8ZgE!3witmz$<@It80CCljF=SOw
zlg<2ZOA=yaT0tlOkZPgwb(#T>lM{>c*Y*n<x5Gx)n4P~O5HH%Fps3>49>m?c=Qlxt
zDOfMo;9Y-PFlAvXv9d(vcRyOb2s?wEI8@k8v1~F)ceqL|3gPiE&MT(aI<t2TDgJ)~
zOd(<Bh-_fODl2D6VQiQPAvqppDIIB8E@UPmdBSr**Nhe1x@Z48@V@&;w8UHXSdZpT
z_C`V{240EC4)#p{J@fUnUTXc-|4$dxrya?QP*Kv)0PNL|cZS}!DUhy!WbSh9UU*dW
zDEH>@8v5(<@>2%r^wW}3hO3qrrQcepuDraRr(TUoKllI)kdKvlD;hCSIwof+!SAg4
zOOl>qn&&Hf+bLcBPYbaCW@OvCkHR(cfKKzIR(5MtQzh|MChjC)Cc@L^XcMr-5QgxH
zAnP5E(_N9)x|rOuI|@C`%urBFyZ>JoJ_Ir)Fj0$5*$yCW!}NTF`gXnrP3_f*(657A
z8u`@EC8$vDP@6$H-#(#Vxk0otV1LN@1-VZ3(y`VjehA;=L|U{7%i1GHRnG*k&ZE*i
zw9(@!LjyqrVFwemDmx7EOouAhhr&%yxx$IHR=1X-tjh(gM*m*R39MJocZ_cVD>Bv9
zIY7oYWmuh2fL$^)@Q<Hjir>_4sou*`AZ3H=<|NvQHL05SGeyOm%UAt#ho>}yis5iI
z$rN5Ew4)<!?0v!hRU1e14!6R)4BnUOS(Q+_f*Mv9J^DRG^EUQyMy<fEy4XUlxKVo%
z%YI*oCEVOXH(HyUN6U#XCVNV0OrKj!i<6P<d4?MYC#OS9>cY~4@EF|BeM(zFyB=F}
z&J<`v>6gtG$}(&QZfMg&*O3F62sP=8jR7T%l`s8kO^l3Sx^fLS!CO-+tV6wL2{Rr+
z6|zZ1hXkav`w@KUIpS;sL(oB6@MwI_;S=Tgxt^dOpQ%>==#US^7xln=%1shLVV$?C
zQbtC(9?vW~>7OO&YDskf8eI~2$tS_Lt*5;Hf12w?QTq#j^o?Grm#NzR{HWTQ>wUad
z>9t6t|1Sih(s`;gT!bY+3W@mq@e=h>i&|@OzAJy98^RkVKnv|1j&0LiLg#BVXYBUw
zXb<>La_CJHdIZivo9weB@O_I1CASF*t%kv>*7>qRJ;_kUgP6)Gy7%b(j_cHMltAQy
z?J(?v6a&)5l>+y|w2Ev^Fipok@F%g{1-az5WESzraZ+d{Uf|Jo$$gk#r@XYc%G6i-
zZCx(03Uj;9Vb!7Rczjqd5p?t_K1aJuUfpzk(x-#U5_!mTA<w0>XfBX5;$F($>Ki6U
z;ZJ)XUrZVVk{DeotRm7`r(pM|AN>rJA!-P+Ri&jR>z(uqyKS`UB`H7LM7odAByN`$
zWG09_5O!8Pe4P^D)h}nf%q{moC$cq>FGew<GgAEnoDmD^i%pBMyx?u40AavesR&4W
zof8{Sf+mmpu+}@7S)yptm9*|ne(8P+uB%K$-RcnT?B&sAV(9QHm{5#@nf|S*1N+j+
z?x_y~Qc?^K$+k8us>(X09Ndw*2-)K-=P%cu>E!alU|xb9&2L#iWgq9DDK9%itJ3nD
z%$Z~r5Tb_8P!*?qXhW3;+YOr2^PE6?b^R;&<W)Gf6aIaoU@zUcZmy|agK9&R)%9UE
z{!uC0ezsi2aKzlr<JW0NmB(MQ=VVsO9=KH4qs>K*EDx_p`TM!aJ94jm)|<`al|4a$
zNoCE;Ccsirxc1%oKVgT4+izdjqR}3c7?|`*@mc*HW1P27UHWy4nc3?WR4hE_>gLk?
zWR@U&1oUE-TC?B^DvF~J9{Ooa-fC?TZMm&hS8w9P;V8H12x3QQY->MS?YVt$_k*ZA
zH1RWnx=o7ZNu3W3aJ6c~3{frrbIhyJa%Ek$bG5WQ+H*Wp+HiBl!<<Ob4>vtCddh6P
zBR<@&p2`?%Nyb=V;T$SmL%!u@cBy;i6d)a$a9``k_FSdYNRfL!I(d+w+5mUof;PiR
zmW?CZ?38ghN{*ovYMeOt^Lcjr!ylu`Ww42a3la=x8yqhPXP^u|`AU_NHC!h3P8|64
zEYX&z>CtO9%~R|@Y?$P|RS@7AiJWiHae}+~L92%rGG}MJk_2+ngYG_ax96W@_=byF
z-0+>!Jxh+XQ|9ND|H}uSX}`h~wVn8rdf_1Q_;3<wWL?kJYDkqJ(d=M)*dwfvRMwwl
zr^<Ngilgu^?^~~H>g&i$f|G;eOA&0koqdIv;)oPAi(ks-w|EVB*}^`)d^X=;6O(pJ
z$OazsQ~2kXpAX#JF)O8!)BE(VxLq7Eris@AvsA4wgr_-^Y)aEob{?iSD>+xZ-_+NB
zw6L#B@@K|$#xH#=m<8jH*vYJ*lkYs@nvy>~s^7n!JfJ{Zw$$!O?mE*?HG4eD-7vPM
z6v{PH4+4Lf4&9pXVfT1g*7X6$dH<m{10#cSC*#5Ew4nxBPR`8qpZbcz1HD%rebuSx
zq&bbAnq}cUza?wG<VsBV5w1m}S|k$H=S$Pg#H~nFEd0_H)xZBpSOt#rf<d9#pHT^-
z_B>t~#)L#ql+Z0EfzkmsCe_INZvN^7d+!y=A7or&qAw7Ea-UANtgX8(AIfQgiRr{5
zFw~;B<~ebqV!odfsnM|}onPH%4!F<yck|8L84-Wg<>d0m|Lnab5p6W-ab!a*mOWyz
zr<?c5IRW+pf(_C!m*b+Pf2l&hMK3ZorCEMO%5)g3+3GdRy|J}Cj@HlpwNd;#Awdxr
z@_)P{<L0$bn4ZUDYoErP#qTj?Tz^fJ-OUx5vB|wLQSHgE%Iie3tbRhf%Aa2Se$D&2
zS$U%6ROa^5mtP-+M%Z{A=?OG0Ufz~{JV#Cj;sVPKZtHQ06D*6A6b)ftsz&Wu$~T4+
zlUX^+vGjIM8?F{(c<ll=S82W&yX%)8C(FmGs`{4?RBI>k=^22|*D`U|SC>5jtzY_#
zql#iVIy~xuR6Ieplwfoxp1%FOk7_%dIlB1PIEdfIU0MLiGX8vLjJ^>!ZGrk)cDIjZ
z<$5PQ?Xyy_v7SL#C4?cxijUCwR|b1<5dGKXc6xA>1+4AqRJ9#au;4BuVd0*DrCQ1J
zM0cCyC96x=vc!6^WZM^v4AdNQvDetm!o-CY-JxuP0^AUXB^b+l0c~rJl-XYT(kzKI
zcZ~0>WaE&9m^-+-j`Db0+m7QJDkX;InRRV&+k%L&*tvH-s!-B4=GEABou03&)5G+!
zXFio>GfXKeYFX+|`Eu-PtNc*nsZPxF&EbHFM9Mdt{oQ#t4xXWk{OL`L6YaEhLf*8`
zszzm%ftXHky36t*c4$^u3r*?hJ~E}**scFA;<?I*5_W07h(Zge`!wCYU#U~+toVyH
z%8p1aZE>8Ps+*xqm+bf*oIoi!4qaW`7BOBM8B>?k&q8!;&WZUMl}hPEYqF$kBvjEK
zFzx+a*ePvcXB%PeFuIqzz)dWB_{znSJm0Vyt;7S%so+Q@K($$W7OO^8xos?~pW^gv
zMzLN8`IMT|_MvXs4DlwQKy=|We`x2Fo2#RpLU~^LrA?**s$$xvo^<}N7}bGp0hCZz
zq~FMVy)24=E(=i-awv0^c^E`BiJNESOrHR9sFr9oE(V|;ziyKw4L7@*gh`6M76&IE
zLe@_^sjTW&Y}>DlzA8q{&&oQQ*>=^Ri8x@)zDt1>e%d<ufHqm|-D1_;Ca><N5>?YV
zv=YMBj=l516)%JP1hDrp8_PH<_h+;GgJ|P5-DC~TfMv<G@Qz33LhW~^9NakD?MW~T
z`eap!&7bcAo)@<qWW5Yuh#@9oHMoVIB_!dyw9Tx3Xv=C^hW}L{>~3(Wu6C?+J!Vj6
zX3V!~x-3?{)<lkh#oy$1pI(=fDdWLBP&pQ@P|rIaTT~pEmym>rAOyz{tNVZY7<xnB
zJ9^D(4VHb=7Q)0NhZ5eZ8TXE=C@an~PLlUKpJ{O>>0RnZA_JJKGm^IxQgX|&N>J>P
zdK}3=j4+ix-wf6CCQw^gUp({^Sc!ODun^+0!U0jgU(xB^oTjW8hGj97f>|qTJCUle
z;@0;vSpwxS%dUOp^@CM?wKXMe-D&~n*Rn6OqZBk2UXcWW>|f&|Z)=^WqP5?2&to%}
z#Tx#3pZz8wE>n628+j#U1^Hz$zhYke<zlw^Y1Dg>n_`Zr1itlEzfawFd)HSVVVU@P
z5o&fc-0d&S3c8=pUocc|NUW-^E^3N<*A9UcDs_h9Ke%3drD)coEirBiR!&iyk;tD^
zLk^b_^g%VHIHbOvm#j;yR{vPpUSy((wj&4B`_b68ySf|d5ZO9h)}z=wmkARfvW(Ly
zI5;#{R3VUt2Bic;)-F(AUqJI8U$3%6ie>YYZ!=T)*!6ya5bvfq<@OgQZEkKg$mqJ`
z(c)HxL1JzS7kcfB5s{iI=+&;YS_7I}Z0x8{Xe4PvXtigLZW-X=xa?2St(_cn0O8_O
zQ1U%h{(r-X0Bd8K`J%0QM7_6^wpN&N3Ut&tew^qx{ImfV=N84W%Q7{USncK;UJho_
zv@y`Hct5UdJoBDUq54U}QgwD^|1cyy$kh8=#Tg9h$3}UK2f&v|hW?lx11?(3<SsjA
z%Aj4Pq`2bLdSm$Qo99%NOfy2Sc0*ohAr0Bpyi)Hbf<Swl{xb1)wh#lA>uxXWL53zW
z4cRn%x`95Azp6!Cvq4}At#@33D_TMWeUxT4U(s~Rc2g4Tx^hWJPx69-nZ+gvbU5_^
z(l*Nz#8FU7L10B%{2MU0oxk*zCnYHegxbNE03U~s=H|18H3h9SZ)~zX+;#7)RR$YK
zrLa_N|C0D<{{opJe@WXC5oIO;CjojcH+4YwuVS8a?5P@I9_%MoSO2mwSmUC5V~+Ny
z1~Fb2y&4k>*V2+=sJPK!-zK$!T12D1N)+@7WSv}%Mr^-?sm*A8EF-ah7&3g=Ys@0c
z!^9ZJ7Jqrch=~<O3ZikegqL<cs2-B|*5k{ku^vaEN6i3Ll{Qtd6Vxuq;m^4Aq71_!
zh|$5=55>t*8W^h3c7c?IgIvUMkw3naf#PX(u~7?3{nq?U3>f?ZX&z_qdot<}`9s3d
zr4%r+-ebvy38@(i7N0<k(BU*g6Q`10sMON_^0_*2N#(-0b@N0r?2OkH(=wfyLI1<@
zilE6{TWpT4(aVMKajS~yu}`sc4>J#n0#asm_vN$AjTLOACx-UY%bYeTz506U&@4{z
zy1|{*@(T}Y?9ei)rqRPHZ*j;6N($ZSH49tg_b$J#N;0d4aM4z&IWN^SY1>&|C{6Cr
zroE4^(RT+~zc~LBqI~ecb1d8nnm`=7dvDCYr^%M4a~XY^!I7F^R_a$F6&509V~I}S
z5F*IyI4CeVa8rkoJQ%V3N}wohK4EqxC;F?IMIblM&}K0`a|TXK;>&&z{BC06XxWh3
zs9L*hiMRz|Fl6jYz?#WpZT?oJ;1Lxf19OLBpK7V$&*~UaLxanKOm%r9yj{62Fc>lW
z^}s_%$57rtiyH9^(yT+lOj3aUCQ7e)Ce35sW-Uu9`*pAIuX`%R&OUcMlnWf%^F8h9
zpiyn5_t4uYdO=dVt4UH{v*Rwq1A3Zj(Dr?13&iE|>{&i8TPA@N@BnaIWjC#c0qE|a
zYKj$YuR{#ats1vzAb2K~k#qGUOZc#cP?vebwuj5m-2P-eUZoy^2r3dlpE4-LcIwD)
zjW^%|E~=77W$!#7lC;YEkA-3B`CodA8-IN1dkXC>tdK|~TN`!KTQ%JiDsEva*=_uK
zClQq(2#4!P98+;TOSqEDJKO6gv{3fe)0y^})qVhftfO%+2;cU1OEM}&rDu$?hoSKa
zN9Jwe&OYL;^zI%WXfK#!Atv9DPyF3d?~MUiTQ9M_YW8Z@^b&5mlZn=-uOKkRshHjI
zW&7h<S2(GW<^1-*^(mQ8md&-v*_TF<MB}RP*QkXZ7A$l3!~+-nGg`m$t%eb|lM>MR
zX`>3?>Jvc0xNxRLUcde!+sa3&;&NUyHA<ZNa}!4RnLG89#wtx+@>ahoJQ6QqnwFN3
zkfM9bdH8$RYgB?d4Fl|J*v3;alo(t&IYoO-H9gW4Dr8(JZ2ZF3S3ZF%SBK4+e;%c^
z2E!-fe$~LsndF=22i-!e)AWcZGiIHMB7r@|J33FAF9u(jeOC!??HbG+5Lka|w`(XK
z)+wI7#dB^qmHMzeIaza~Pfgk#rVgIzE})#z1sMDc%3%qFm#@)fb-L%z`vYZ+zZ~fX
zm?=JK*-jjUc_e)ia970XKEb#Vqt*qO(`d>`YGOe$Ocs_VB28){2{h>?Q$Y>j7?^{U
z1ERM@&$6BPN}`<MnU+XXdL&YDOdpfzyGxEPP>Q^q*V@u_U44OT)Vf{Ni;=g0^wbi*
z2=$W+3RZN3CkaTm3RHL6T6vLt_#9x(t?`Bih<JNud!&6-QOgxOF>2`A03i!U)Q=?(
zSaj?np)}=s#R@?P(T8VW{|Prar-Gt0Z_H022W5maWK|ms3;)FhaO?&cqI-7(LoyM1
z&iFyuV-u-yh<2i<%Z}{PIz9*-Df8vpq#M@vBhg)E^7zdFvQ>hh?QLLRG?lTR{ksz8
z#XpS0-#CAok>{-8;n9sv{*9~dMDWxEJt_Taz=k&zMcI*YH9Y&0&kXGyX@)ac=Ln+q
zrH?G3u58yX2&2K5R{1C=5zdzcx4>F9=J508wGY3i1V1?Atl)n>dVmr?El}uL@om)L
zb+La~$|hZo-@|q-I?*j!@n>40H(K&yW8K~d6dMKR2!u9XZwE)CUit`R`Ro@rPfauP
zKE8hTI6Uxz!RkYL8XVD`HcTfc4d;Ex&TI3c%u{0<44|&E+_E<seZvtyW0L9evOU07
zYh6!D60Yq)b!aB}A5<m_DBOwj0YkKUn{RZkW+l@tJyn9eyzNZW!e3CCZ67pYO|viI
zSF2ls=W6vxPfNo{n0D*;FiKCwi7Ix6e`I6QWk-~?fuSsU#bb<<fG4%^fYl-<zx%GR
zqF9x^$Sng0+OC8j6Z~=Q!peq*WqeUF!y=%JPGL})o|%MdpXf8O(Dt#i?-(d_tIJaP
z7N0tYC=*a#Y=A_VQnBcoe+6<K7}i!-7G_Z4LJVB`*?3cI`)A|k@>5qlXi|5x>>Fr&
z<RhhTe?U2cBMYA@{pM8-iv=<|P9>$6+v&DZZ-9i$W?CT8gkHd>vB`?Q4^r%1C0Wir
zmpn%)^hRSycRt$W$jy@{T7d#=XH|{68q`eY><;25z}3v4^G!kgkb(?{UQplHJGwZg
z#I#;-!E=^G9lm<^bS+EsgXwUJ)#2`aeSQ>5d>eA9&mAi7`k_AY%4g&9t6kT1^Qx@r
z_W-BKKsT^Z%U9PjHov>qkgpn~Wl3wm7iHd&plexJdt0Dd>r$>^g+P=!l2KGNBXXDv
zRFGf`*uN-*23%CPqD#6B#-mUP(!;SY3e?%_;_<OhiG~y60vK{8Vti0^l@8~5*y~a3
z-CS``s1}(Gzy&?AyS2!aQq$z7N{n8POW4*n|I@m=fbI`!nD2hz@06QswT7%s<{wmr
zBK4nXm8EtvT81S~l$FS8hQFT2VjHta{8#ASw8LHyDyLv~RhAlc9Mw}`)@6@HcnO8o
zcdfX&m6_wlwIswMUTkYC)=}>5FkV%$GRS)(r)PX+&?E7wl$X1*4MBe>+oycBLr5ym
zpCAL3CKzMVNBV$h-pZiQ?o>q3uOd0UhDM&V_E;dAN?DzajB~}F|5lC{YTb!9(HVF4
z`KaOZ(b)#b(pB_(n{Ie(X2USm&ZgM|k25pTu2}+T6{B9>^ej?uVvvNM3IC|RM)G}S
zBzM77weF~^{XOV5@pVT3ODjPg1Z(Mvf3I=*SF5S}{uoJBiId5%SoiIz`*kUeYG>0*
z_4XDQJw>UUrk>e&20@2aj<(Xx{n#yMRzN&g*n+HY^kw0Cb`|KMf;Bg49STbxB#H|+
zrXc4#uk_~M5R<;@AfBkcgPS&v8rH71k{DyGC;^9i13rb7_75(-SSCHT>ac`Jlx1K^
zS9qmsZU_6-Q6)zDM&T@26Ho-&p0?b`uyI!6ef>0J?n2YXl*D_V8xfBoc7z+VM`s|s
zW9fdZxD?A_d9iCNF+ASYM4Z17=QGuXo#)uEx*51|8loD6*_r><h`iY4qd;R7BF8$2
z^I1QRJg97K_i-v_*m+>GiDpH0zL5xWo4h(MA`4oV|7c@wA7xDYl1+T6_oc9+=*SB}
zjTC>r;lyDHkiE_`6^ut%s=YeHr0b@260VarAqGyv&{21vm#)nNJ@iSETTFM865>*8
z6610^;lS7k68y_BZB+2Ex9?}avI=3e$0w)DB`v)-QZ~$^mxn9?S+e32PvFXw4)X{%
zW1^edc*WHrom=?c>(S8{^)B2dTaEvR2eSomAcUmcZe+v!dVIk3xaW%n-#K!sxBYC4
zcn($9rM|CQrGkh6gYy)s3zf5xkfaFzOIOq7rR%eSd(joiWeh9@i)xn`<FjZW>Dtv0
ziQ|Kbo<&7|M~P01G3_Hqt3aArQdJTqr_q<Z52IlYZ-f*3V%65IIQc-#<<e2EZzCr<
zqiEuC?^CVh+hxT$-%lVFe)&?6`BX`}k>yN?y4NOS`VBJEGmsbxC}E~$nesGY{fh%4
zT`ZhV+>DK(6r`$~x{!Gg+A>sbWyc7UBnCdoP;5?Bk2n^~EFJbV4yG|c8cM(QRiN0~
z_evPpcQ$u&T4{*2E}MG#*p(*TWZ`$xEd(zf$jSEoE{}pOc7-*aK}Fi(0DJ@_uOB71
zjFJNP{CBGa*b=yA3|dv$$W6h;I&0)Cf%bd|vG<4^W^<AxJAR-|G>VKSGWgjeN>%mh
zYlF;l=crDzh7a22xc(KKcWq|8Do+m+p|nb=eF*oW{~^V&DaAmRnyeVP{JL8EQX(;k
z5OnceSNIJPp^>#12ZP5$UutJ+XhZPYFy;Q`&85CR?ZkC((2p;hR&LC1o)wESvVZlQ
z>Q%YKlx>NqZE9-X0KYDJemPRcK2V&W>$XI`nG&p!-?F#V6P&GasV@EM>kaRVI4a6(
z7s4*QH9iVrU&*R#O0TO|kZ@c>mm5zq#?Eb6<4CaYU!UZ02&Jq*vpfm{(i~rO>)Mq*
zTYG8EPBV6JW8d($#sK7i|05<v1A66iWDD-$BCos!DlLYzy}hkVQSg)cFHvjeVSCY=
z;R{_=QY|XZwPKzRc(~9{6IjBI4IC`tmNA#-%R6J<82Z3#6y0bw%wrN#M)g%vz9hu_
z4TPhXwaY}Vca@36V(g(RW#5wgWQL~fJw)b8x(wxzD9(>wQkBTmPJ1zLRy`v`Q@(A$
z*9_XiTW8o^5T<f#sYd+9z6ih;_43<23~jo;xHvkX@E9Ln7;9cb`6{`|O79u%?Pim`
z<i^*dsTZ6-I?=VoUC}E!^t?2_J?r4XzwSjpRjccnqGwixuC91OyO+^uY_tUbZZNH+
zs-+Xj5)8^!>dY;08+)Ok>fV?#h+u5tOA4#33J@4`uPt<cwdl@i)EO0(flAtTDi|%~
z_XCwb=&gg^)qF_<ek)kfO@APqD9~2bX~n+L_!W)X*&gVn1()x#bHT0#@9L+5K|IqE
z?P1>?U`hs{P>V<|$U~_y2KD2r!URz>e>?54@J`T}p`g&XRm`Ykp^8I-J@P5h4-Qr2
zcZeMuPvc@hl#gO;LtjCuc{9o|<{13Xy8(8>(-7fNh}2WNp+!ikxAcg&kWOmKlp{%(
z20E49QvIZK16%|+x)3dUi-Ka*T_iHau9@zQjdXTP7D-y(G9tWr&cAd>>7}X#0zL|O
zlLCk)d*qGoX4Fd^W}_LmI@+8;>6q##m&E2~2VP1P&w3YCd*Ym}aGtQrF2w676s6)|
zb~Wlnjx;ThK7jVe=KPQd4ewJL2piW0hd%zo#Snfe;=2oz!87Djw_7=V7)%pjLHZTT
zK(L}QclCbg%UH!SYKLnK4w%_>I|~aVy^6ivbv<$7dJU6({b4~D+cQw{V6Eq#nySxi
zRsKVpRIin6m=wANjzosv2jg(Rc384ozYTS$n#ho*i*kZn5WGPvusraJRg9JgABM%o
z=;G4o{CV5oWRe5OiQLJ%F-<}I*YwnZ*`eVzq7|Y-h>iYS3(EKk`+|@0+@3$$I9tPX
zX7llew<%Mmj92qnCu7Pk05s-^iTO3Tdl^|(9Tu^}5E)}*8HPp<FHc0h%n^COk`x>u
zk)3f}HM-6KGP>}v%@qr2NcaSr)LE|9dgZ*9E%oeqqtK{eonl`*WcIO9N1bpk%qVoH
z=f(#IFVVT=q>-h7J;_{#FWX_)*c+a4<vyE76~1ftWDVPzo>noqr=x%H<X#H9?RZ*(
znjB-qHe=YU8ACqF9-f7*>AQRi6P7c5W5Vf*4c^h9_MbDwVfls0!{5rsJgYlPK;qR2
z6|$zNe6Dk20{pbf!eiYZw3j}qyw!(Z*lyIFj9zrQug3^nH)xg8X|QV!VHy~k@#Y}3
zA+@R|uO7;?myBD@OL3jsj;pZh-Q3UUAST|}<72rW>Lc~u$9z_-dMNEvT~2&ksFQZ@
zXxZc0?l5oKW|5q@v<urj>wP6TJx}M!qlHU%zv%&Sjd6V;Ec5KB({kT}Z2(v1xV){q
z))jFfSFw9ZmeEa%96d~v@H`?{q9DFnHc=FGjk=||+DbjPu)LcqsxPT}%(k(vusdSs
zGYC~A5=nE|!~wMz#Ee$XqbHRz3?0JVGOV8=p-PPmU7yO!#gOSPVN5xN^I0Cvs{$Si
zV(9{>7WQS0$)2YuQ*ixv^a%8cQ6tkyv%K`2b}RG61Mi(2;oQChS6QTqC1xU>k}z7)
z2FXT|pVe8wgVN)j?{Fx;t)@582`5_ZJ3pB>cCD@`bgh<k%SK!H6&;PoYbH#O{t9xk
z8Dz6;I+{IkU+~FcmTujNPL8}WJEVRoJ0U948+tjfDUpl%%omuesi{h@<0axA<r8%J
zwY-*ehQPdqE1WtY)9HrDpD}6f)NM^@OBM0!_yG~WRtAQ2CHAMr>{(NVx_2tLj1+~v
z#G6VZ`Z-GJ#B5NymT;QG8?#1=)d_{&eQ6*q);^wj9@?r%tDUEHQZZ01{><mqx(yyO
zWj*_@pUo^s-?e!ekNHFe6dGoAD}vqzm3HfiUy6iBP50T%qaMY<;qba<NW;)`V)n=u
zqi|e13aL07zoNjz<UHWn4dKf=`{n2UA(1PxwzhVsc^iZ2jMF2<Qtp_T%s?LI_b{c0
zx?SG+&C{FKKQ1w?rg&bdSGn=TDSnu$ffXR=?Jt^+37PK4Cl;poK4bG+ox{&A1Lvl$
zMz6je>*H3QF;@+)JkmuMLP%KxQ)_rr|9Dv<RuhkHS#$U&#i`nWJdQdg6rQ#aBfz(N
zp=ZZTDa|n5)W~owAwCFozSN-IDnyjuN~x=pKkPZ4jc}b<`^npGYeP)xG^<TIx;<e&
zqsJs+T_bN){MMlOtacJtXp=_9byX*^_6Y?onl?jTAow|kXIJvF1--|6e#F7QjlRXr
zIXHe7OITXEJAuS*IC#`lJQBdnFqYiSE;rsN?N)f)yF(|<uPUS$`k?vv&iKb%*xl?4
zNAfcWeqU|@z@O-mtOybc?Y<p00{rQoYRW*5WKS9xN^-Zl<ovTU)KyO}tQz#$XZAqr
zeOS0zAf=fsd+?XOl3tF|V|m^${Gecj1pqaM_P<$veX#2F$VDN?V%4dZQ@@=)_RUT1
zQjlhH(fmGj7s!rLK%J9Yx$rJ!UO+66Xp=doJL*t1rXiv@U&*T}@|?Zgj?uvjnkP}E
zlBk3<ghQ>%Jk9<4p$5Qln@SxsruxjDN(_MT`P&cd=7^(03ZGtF3Yigj1mf2%(+Tsj
z3NnwWE^dK!-fiL!(25-bt(k~+V#=-;YYdg+=p#Pw^|g>U6}jYQa&UF!el+snTS>N(
z*K>&pk)u&vPu3lJ_8$gwJM#(8%iPRV>Z9Js&{8O6$xVZIz%YL+L^;93Q<I&fX`y;R
zqPS202wW<h_5*caPX)ap?+z+wE1eU-Y*=cu+QD>6Ts1ag)y9mRoR-`NlxKTs6aNN7
zHo1gS21@TKz+F>m+24r?EyZdT@A79S{Tv2)-SZd_AfHS&@8}y<ceLQ=L`Q48JO*S|
zG-gQN^+)8%!ML9x8}CEkFABZCbVjoJ{hJqOF5e2?qD$oFg5Ujk?yt_vS`TjIE4{yS
zj*{!-&U=cR>|IsVFDid-g$GrvtZA%d$&A%rIM&xik|cdru}4jZvzuVKHQZ>qp>DJH
zhKYk7B5>S>@AFye7Y6w07p52V#ZVW9K4Z>4LYz|(V9sOhdl>uj&7{b8g&KpKt~d@W
z5fysPGhaQ363i<CUDVYtA7)#s6-!>cc;4^|xB=pt$9h!##edLT>)Kp=rjr6ze;|#!
z2niqa3c<iqiA_aLEYViVBkL(H8|Rh0+0r+Pldd~%;0X|ttXeSxq^M^n6hB_H`qb@#
zzy-Ju8}wR(W52mpmGQ+_Zs>9YghMJUYN?u$HCM0>4kB*-a&q_^Q6PGI#4zzG2h{xe
zP5-R37Wc;VYg27mT2^i$!U^5&1tG#3#SAre1D+WVv#n#g7<MMF7i9OlcP{L<`K&F(
zokaM6fLaKAE@-b_e}d5d%-m6kKWR)M9i`Mj{J}2nG60!h&dNPr!=hY0;{J|nCXG!u
z)+`QWhm5qG9KUf1!YgF>MWEN7x&=I%pTh8sSA+%29Z(Coy9>`R{{3Ltl&l&|I6SiL
z2>9z()zr$v))O1k<=G=qmsXEXIdbdVkK?zZBmzRn_>k^dF9t?kZkp@n{%9VD<Qp$n
zmuvyP#B%%Q;MO9|GkGm8V>J2QXHy_)soQY?>6tvZjt(Rooo_w#XLI$gQ*h1p*Ju1N
zxO0WVImD&H-S@>-FKfu5UB^`l=e|zoQYZDbGK%>r`w)+D>$g8;Lh)xpu}_+<sfK1I
z5~sq6^+!!C-<pN-SGJZpYt+x&G6-*NQM++HAmuIfyF)YClnVkkQz&hnBUZ^$ADcv^
z?ld0>{&;?*&Rlq*g2nzNr*OnqW`p}m&p)QTa#vu#Ss2El6~{$gSlA7J=BLha{`%Wg
zN&@qMp)GgZ?GgRTH)FcppI-jZrKVB&RD|7Z8D)=>3J~IpKwcn-Xo%E~%`-*byw)iZ
zfO*{nepTO$H?CLy$?^vK=)+Z<jS06ebxV>7?98L9zPzq!V{F@8jwHU`^|wv#FF7rJ
z2s!B?3}@xB*M|iEA6st$)mF51jpEiK#odZK6n8CBptx&shZc7$6f2%WacyxAh2UD;
z6CeaB1xiD3*O&h9-TQrSjDL@eoPAD4{OmK=oNMm26{05J4u)>=*EYNsDV4Hf7W?@a
z@M)1bli*y-pYbS-+~hz;7JFZ>{Mi+v6Bp7uz=o5z`TVD7zFjr%u{NVeqAztV-f=xP
z?6dcJe6v-lB^n!QgAN;^2lW&VQSwEOvV(oSd`I$4t2}g;JdZ7Lj{cKGuA>r7bXN3=
zdq59`iXu>~cp?-)2ocbDQ<(|7qpTMbscUifm<pvotaF7BMDoeIxVpBdB8+mn&wS_H
zrRXX0uXt7whqID{55Zz4Hrr;?c`z@93K#ToSY59N4RtSiV0&eMaQp>1VOAyXHt9Q`
zb^QRG#xsI#nG~2Ml*&tx;;)WRljUu~m!h|j&!^7MMvkW1Q+ck0<B~VbpSEs1jRyi!
zvD3uXoZ|Kg4%=*raJ?+QzpgzHeX+VK5FK95W{cUg5>;DD9>^W{<>h#{oj$ssF_5*m
z3s!&Qq2sGU_=Lw`^*Km0jA?KpO?ENTp1eVN)vstT9rwCU-xjvURG=J~@N+N>p!kxQ
zkh+|Lql8GZi|?c28<i(rZNKQ+K0XDuVoMDG>$Uz{jl|;&9{sJZdQgAvd~9-Z=kucp
z7P_+XzE<*8@3(d3ih(MiHkK;tRl*66B#nVcIusAMVxBxj9U1(hK8!<sQFWk8FYy@!
z_X~qH9|P9M)$aB?2%gzk<bA-{2bosOfkBkxerbkj_6nAkeNWhL;$P;;dd<GZ{FbjH
z?B4yaCY#4&eDcIJ6e=1-{Yms)o8XLO#EDeI=cldiUQGFt*Z1vDzc+Sh78t@tLded#
zc2ym%87g}_f)O1`?h%)xUMKC3hjO1kd1(HpP3p5T0|ozY&H7%PLdRs8sUD0qM21ET
z1yb}cv-daO<+!Kz0vvLB3CCpjJCGku)^ztQGWU`*5vA%fh_ox1O1C??5ATIM<Ux}S
zH5_rKPGnLy_(9I)Ne&l{hJ@s7NPLgq7iHfTq{<5g;QJ9)28mn89bGlMb56wVbdCVY
zkG9qy@HbtkCvHm1J$UPygxefIRW8s-e}jq=mjThdkzW{_(jFv0yMkwowa?!EjX6$)
zKcbnmqg&GvY_W!*VaYtLqRT2`A*MsHh*(h?OLTJf(9yVuBcIeb)AUNSSSExO`+lgY
z&7-kmn$q`?)v*Mn3($WI7Stju(~Z+6O#u83QWVtC)f1p*O-{t9Bh6Hgo6k7maFEv4
z)exfJ(`4f`tyCu-3+yuX8VUV%?p<>dmyHW)p#fF;RSw!owJx>0YsLdR6UU7#S9t55
z2~5w|Hd+kWF<{TGzK^tKSRG-F6x|(5R}@+Rx#h&z#{;#`Nny4PFGZ-mA)1xR20toS
zRBbS$gPK8wIdG~B?*~D!9r26l9Yr#G7*H=)=nzP@x$+RUV#$seY<Vd%AR65%YS30v
z4LxpmMIz5M1uA}+cW0#wPm-UCC8m5xw}-RqM6mh7BB0u(s@l6~v6VckFGr_Aa<2&-
z9S=6?YDj;dL{40VIlwPP3X}uTX(aYZBr$FZYmA{}x+eJ1^P*w?tySeBQY>v7LN8N}
zCRMAOGmECstmJg5l#r%OulyPllRqX-gEA|uKglK`sXOU(gHn7Mxa51f)MpErz_X*9
za8Q9!j(bc5>n|Yx*q{VKRKL1vl<y5jwktY4?$|>YK0j+oqgQy?r-aLxagVEwP>&FO
zMKLkaZYx<U!m9A3qcI2HdtDdviT7li*Tc=fLv@=i5Jaok-)M~BUx!QW+o}ZXXf7d?
z@qz%LU*OT4<mSGHS}e|SZ3}@Nt(J#ms3=P7gA>u_wT*COi;OI^7icOLAvu-n$B6ir
zOL)W+bccAg9)6eAzAn3sXrB?6g2sK&!l}0`IyprsdBP-rr#_?`cf1!G0e-%cGeMSd
z+v|GjkN($PbqnyBCWNpW*C$Iz;Ck=0)#zIV?cj;k&xm(Ovd;XHnK2f5QTgy|&nbMj
zB9%uUz#DK>kJWb@vH_ZDc)F!o>+RiL?-o(S=_0%scFuZ_Sk0<2{+3Vs_DA^3zV?6E
zDoq>q`$O28CP?xUTsN4?7s{EWBEi`1L>GCtn@4y(B|{X@#1VhgC|knmIy5);iQ9OD
zmM%qHl9q5`bd<!g<-TNZLGeRcXb<{5&nhdyXb|Y&@EN$3Z_RkI-q!7ntFd*g_f#C1
z#>nyG1)uw%)U;N6ioXinTy)oc`8B0MX?SNrGg>u9{*X~;NUcl$kTL3f_XmFbNW0v)
zkWCLf;ZGiD!dp$obVCy=9ACnN{cUr{6<E_!$u!=aHnA8|i$teSrzJ2hC2F#g>ZN5A
zw+)D*&R+D4ETNfmCVS|xF*V^TwyR|_mk+YC(yI}&1TX55;&vYYT*S%}Z2vTr;fR;#
zK4->EjIN#p&Pah{AAJ7~3TbPT7~OWU&_axRT1BRqZ|EQscb<8_EX7gkHPGsDf4tt#
z^G5ux8!|#wCbhDWREC5ogg8M6%)S^O!)|-PKY->N-y1zpu<H-JhbKPmZa2b4wce!i
z`1gXo`(O^Bh%`ID;Mz<V68Y4s<lClXkEKU6&!h^vxCn&!xAuk$j_b^qsb~XSvdGJ2
zTM^`w&M7Z1Fz4N}-W<E7cxNo8x*VGOnnzM_e9`w(2>#eCp|yPs_2wz(T&_2B7Fotf
zi4(Pek5$U!irC~ZU{4!p2*L(=lim#|06~zDpdPm}0)(v8wUGQ5*TByYx12K~!}N_3
z(81s~BMO1(QZ+Tb;rE0P%Qn_Zn$SwWxRe#TyEDgEnqHb(@PQDgE{CPVabBp0voSgs
zRA*&YbgPS@kb6-}WW<l7p$?mIdD~PN?s;7ii75vAV0zT~-uAA-BYqEW1vE;6^0(@>
zZRppM*RptP7lczmLeh_cjgT1ckP3@-5r*kk?8oaLM+X;t7uJsiENELxX=cY?nxSg@
zJ4jQKMOvx$IfGp0xVm28?3|=18W8tB&m(aolefZwdNY(+{Wv$V_x!<rwVKZIo};W;
z=Nqcp&Wmk=Z{X)dO*)0j`;AY``RoH99n9VkH=L}$6k)MfV>%wlOlSJ|{3?!3L2_8=
z8Bx3cS7r5S*A(EEG&LFLmFyx8hGaUa<fyN8s!F;|N|^`&D{D|aXAQX<ohf-EY^nOS
znnIyVvY&gqmRRwZ^6KY)9&rjlFr3;>vb+mag1~0H4&St5WnJhF{`I~<s8d*A*}d>3
zXs`Eqw6&)kU*hk9Zaev~D}_y1TPc`AVKe7{HK!L9J)!8IM?z(9I6_5#wF+9t-k)AQ
zqCd8Xg;U}5`aFDj8j2X4p}&uE>M|Cb`CvuW{nLcZ-F@tcuXj)`0Ff#Sx9m)7==S{x
z*$6+b4S31+pSJrf^IC53|A+kl2?At;lB1UXG9RoeHP#rK^uQD?<0GI5&w{YP%X?|}
zGHWLW0OE@bE+8f0hRcCLy8C&l6_);$!qUX%Uxze526rue%G7{~%YMiN<H62e{uG+<
zGs2jbFAA%wOpVAepvZg`+`J+R+Sd~ExU4isUa#dkL*-xxm3iQ1n5b|{Nj>ilu*Abd
z9$pOqw&4_e&?1?Q=rNAp5);|T9QCtlyMobH0*GJXk)YY0^m^0>KE_6H(~Kkz)A6)i
zt;&HqLD)Cs>@%x?iE{a)emV_I93!qM(r6Z4bg*Ea{Z>c0jqH@JSvoRA6=%}&!|vdk
zSN<R{QEdJ+o;|xFJ45VvhE~CHX8IYNvC?HDL{RXU#B9@uauy_e5HRWVr443dk#qrY
zi0|}7#ErCx(@yx$O+8D?9Buitn_XXeIJ^9cq&~&XT-U#Gw$yU-WU=1SZO{+VY`N(z
zT<_pEc;Q7jL=9;MO3kwFzT2fk<0e8sulVR#imp*KmRzc2t{Rd9SJs+smTEYc?n}ZU
z@NLJh%KhG$62G+)Q__P38+zcATA&e|=Hj}@(zmRub!#25xR9$&$#-S{@d7~H+wqeK
ze(}KLkR=yCtxH*M*Y1Tjm56+v0+zU%eO=Wv@<0*wKoK|J_W%Cpkt889fs0cqjKkqO
z38uZNyh;W^D>=rR8eSAQg9rZ@vNe{E5*+W*HuBEw&4O9&g?qaQeUuR~6O;O)(vN-T
ztc<;{E5h=6D#!q*f+gXd=){}`*0JysssN%f>%qagBJgN%uf(;=ZSW>Y9YzUsAYojQ
zlpm}y)G};$7sb!hqU&4n3q#Gs<cn-sA9Vkk$&#@z%swL=R49;Z&q8--PKrA^YWG@2
z1K{e|Qh#rM^%zF&Vm9$kx7oyq=L?xv*G=RZL762_HNkgY32Q)(KlX`m3YE<*5AG+Q
z>-&#zY&SX&yDFNbjI9uJZV8K5D4MD+@e}?i2p%Wd-sdxi@~ckil}%k2mz)i~;YDH_
z(mSArjqU09nyod-4#}MgX#84F*bu|bp!G|2(h0+1&{5&pG{`CRdMm^FDMjq&Vk3|w
zk_Uq1!_z774_2Wkk#e^)UE?Wvuj(xeM&OzJK91PEeW&+dkZZ8+x%jN6u1;?Q+k35)
zy^EemRR-Sh)1Az}QDrdo2YDcC0<$7<yCWcCO04&WDdMR=4q4+pzc3DN&4hN~|FD`&
zVI{sflCq+MZP_hJ=M9{ZJPYa%wK|?xmFl7R)xCG$_50j+A_kjA`>mL?IPACpa`-;D
zbL;T|e`044v5M3sMn^Lv*XdJ!ycgd6!_n8y&Q4Of@b;<Gu`m`68~nZbQX^avH^#2D
zc9MFVcfvnm@WXok_AwIBN6f*FFc`asX&!!xmuc%8SBTDPhGBc?3SX6lmIH)m>g$Ne
zU>^g6SiNCuN@=yofJSI8V{P9T&H=pdBqp5BWToK1moF*^B7d>r=h#*8M|Xrov@LR!
z%qo6VuoIfCV%B0&XVX<o-=W@TmGt3|Qh9@G#7zD1722x#@829XRIF6$`p+Srsx8P!
zHP=3QloR>IeKQ0PclT*{7fdzGA}8@x(i_`g58u2vKzB1Krdv2y<qu)598Ll~bmNF!
zQy}c&gUcWa510n%AMn;A?8nTyFM6Yar<mHf{%{QJU=?}kf#Q=I>_<AG)i3?1bdwT$
zhZ59n*c#x!_qI)f3LIb<Ep}Jja0q^JP5-<5xznYT3X~U)q2crB?5;0m58mpWf2k@p
zYnnpyb71;s3|0wk!cX=0Z!<KAb4!S40`p%+rWdAt=CPAO#bC#NS)NAvK3c;zD>=<M
z(LGi%BOzLut+nEHND7<kYF6c1T3VT!H(9F)OL**uLa~iCzu9%KR~XCgUuXSQ#c~#{
zEXlE&mj~mnbSBxOa#Hi+P|~jiTq1>3abDwWdRuu{aEsB$hbZG*W#4h^h5}xWY;`YV
z3w<P=ygH;{&kXGoS}<UGB^cR3KNHk47$jCnJqrV`JQF`ET_NDjHrLk=*vSvzfxhQx
zcWqxLxUMTGIbhMBQP~V|a|K$4=)-Ag^a<c~t9X07^fRl%fk(%Iq8=?9X4E=IsukSt
zw=y2z6P7)g|9H3jOMg`E9CF0_D%DE;Ag0^XOBFUO)ZNC-Gk{x5f-?|m$LfnNfN3LE
z3s1qIF(Q4f_;do4U$U#B7p>k9=RpH<(_U*ZCgbgxqwcIXJ^YZrsu*Sd@SWb>u!P{x
z#2@!|?F>v!$}QavWg}vKTIP?+EGAwr5>%&1e5n(;xYZYq9q}-#G|-0NjQflpOc>Q#
zX?$xhYee_4tYgYTKOd}au{F!%B^^gEIwX&9R^pFJs<TW>7}e-dAcZmHIBa6;0!qIP
z+=G2ME}>Ib>vyz#nawzpacr*Wp|)_WPz%2t!1iscZM39&u`1`kw>TOV$RNfWYts`S
zel!TX6F&;S8*!Ko>7}#jj6WtX%c=#%X?2R$KHl`YdKmu?9k#9<iYl;^)xNY{T@edU
z-w}Hn__*`X9R9cskaG?B(oTiCmV>0=I~Pwm*0-M5UAPz#JEM=>k1I7#_pjD#a`t5O
z)T|1+2E6#fQ@!eYu4)7JN@7v-l|pPc_$W#K+s>|Wj`*LG(f#+p|LUBnj0fX;fCeo>
z?l07T9PIe<Z8yI)+Y?fwAwfPQyZY5(OVA?LfFHf?4(A|{*4y|8PCJ{ryw#Sifj>hW
zY}Dxr($VD+IXDPAf9x3<8j^1JnQpPb)a)}Gbu~Pygn;&YCWlW8mx8@I^So;9y6c<3
z`q{jBS}A^oot`W1H2LUWbko?!OF^jt^iBZ_;NbjcI<>ECdyu>ex!fHonjPJAaBGG^
zn?j%*C3pRughXGHZ9({I(7*?Av0@&XNRHTYV~p58fR0Ed@grSDMnjYrFVa}3qg1&P
zz^Lk^IL!u370NjMTeeYI8O#vcN!9XP<{1)g?Mj>`xK4c=tz=4SVpglF4QK}`O~FpX
zSp0jHf+wAd>UdowF)q85Y`Bf}R=j)i+nr!tUz^dbDIBA&dX$oYur5{tRXDXMtSgdH
z;%j#hcgs-l8~Ae?(BUqo#c1H*EeW%#H4x)k#9}*n@snm8JQD?oWp7)#r^fUGW06e$
z*|73kkVm<cw9(;KQ?O8RLyLVJOFk5xp8LG4y@b9y#VNZI*CgOOTq!Ip+)B@g_nVWs
z5j<`R_^zXR1%O}Ur)7%8(fXHhu38ic`E@=9hDm}1+jP@6I!>}^U4OTue9}v^iht_Q
zD`!yPZu78C1^+Pg+3}9m%gEdobg7n*q%0}N`2hroqwsUoVC_l!E!ckZlOLr>%BU92
za+r8;YAG*wsjH8(u<aA+_$@OsXE%sgenFaPLInFPTKWw~qJZ3laGCD7Zw5Z&oH3`&
zW$XUt6@5Y7-^=+s9n467Xrq~-L0bokTL18s!lzjYXVD3yrrjlX*>Sj@DPT!D7K!$D
z1XX0>RT!$}jWqHKoL}fAA@%I~VC4qT(t;4^HZkA<IQ+Q$lP+ZEq9txUubj@2U_g8{
zD3aJ#2=r_MXIA1>{62o*tDqDZhzXjrZ9y$4Ktg*Ly34l(I-83wN03M0Lkf1+<87E#
z#5Sr|&rKvYA)0^o4sN>_-6?v5#n!NSyfZISyMP|$pG-?Rbv;b42z-jvCgoqt{{SCG
z_uP>EwL2vt<~1oH`*{B1@QD3|;KTiCt2m-%{H!O!dc@-OC%FdUl%44U)}!wB%?CpA
zf04n}y42pF)P!eW=4{aMALpS9_^W@B0S#nt?T5tnZpsa2<Uvx#*;&Tj6(qmV6Z;xi
z)Dz$((<*YVYxX`=diQ!fHZ$}12)Wtb7Bp_q?ww~ebK!P1ZgDmi?y>a{-I84d=jXB3
zxtZooMgA>pdu9e{-k)6qw;>Ov;K!t4sI}Y9)qi(a+4-Bgp1?kg_nlaPc&@*y6wznF
zUL5lwESoWT2tqx_As|%igz2t-TpX*Yt`hwk@1t^QmttVTaddf_8dF-LH^PHeFS?PK
zmsqcEPL_%N<ppPgngsPsj`k}8!q=0IDv`HRL;=#%;?f+Hsjo&def#d@)bj(}51K<}
zL|g0ow@vcG*QvM7sg3nP%`x8SpFvH}@&gR~-@s|iAUYlR>mf#tbJ?c9y2|`nQ)(nF
z#MYkpp)CU8rBIvDyHDMB=fCQPvZZhr5m8-^(C)p+I+9TA)7#ewc`I%o!+5yl3!;s1
zb0{ft#+m#&{kh?+?~mO~l&J@t)MH{+UuPxw`Mj|4_r=V_=T&rNp2roM4!`x)l-K)H
zCG^zvas}zx?Oo^(FOs55f2t`DaPa1&JR{D{{F{{-BSEZEGD1sx5RRRzJ=p!rQGdZd
zMh`<LAmEUfoGi>Zr`fft6K?KAH_?6jzPnzKt}BFUM`i<EV6e}kBwrA45!{~gO(md+
ze1tY-9@YMB>pSW72U+2~J+&sKfEFGqV7qn0(RPk{H5L)c4{si~rRRtuC-l#7Yz|1!
zOfyVY*yC!}63$x#bZfZ;_=!a@9DC&3E+}*%)_oCX8YG{C9P&`H>fPVCpaacU0IT7^
zy)CD&^stMNg@J%q(x|`i&qBp`JKwK|D94`#W1B?v#ou_yjVH&O`C&$yZH0UaSSXns
z*_P5VUL>}j@HC4;9D0NV!Vp`a)M5XXwm0|<9$rDe7!j9JuQ+(;I5?i0eV;wFHX$xz
z6#2B6dHcLog(Z5D{nKJh{NlHt16!_9M%1~H+#pn^tkGKZBJPj!kdnttHQxoMMynFb
z=&Ry_*JdeKg+rCjq|+h3nLdGypivlufTt{f+!u+wy~S)QtP>aN7{AZ^EM<b9fr81Z
zRP>|%P(4yky*^jV%soy$Jfj*e`DHze@5a@u&u7~O4;AS?g!kM<P`uUOu&B4boguau
z>b-)0<$?8sG}J2>!UC_hZYlT%HtsHvPGIbm#NN80|FqDhGpEOtr_a47kf-1J*$>dC
zGp`e;@GY;1kr2|epgkeByRMy}jozHMfTE{ux#^ATilPX%nTMj@lP@<{y=O;gTTkEb
zPg5W9B2I_p9yBjmcay%zT|C`G?^BN+`0pRfiZ-9_2cI5V)(hfK_nsD>3L<u_Z`G~B
zZmvy_#y_NQNZwiBOl;hCY@I|rV2`tBJ^tGBdMen!*xZXaWG_4^{O>1aI`xu)7Rvlj
zsPI2M>&o*!H^LsiFE$=1wgt~3>hRB?qFHdkW%?|bJDM`c4ATIpYCkhgpE5BrB%O4C
zUVE1VmmQMKi_)XeT@K^9blF-SW07Wv-5WcLzuH3XAw>s%chS5!@bWY914rmAkbF-%
z$>I8~kHd<dSV@eJTmzSRwIm9bjK*g7-g)Z~b<)-Grf&@UrgJ5tBsy{suUMoW-2y#-
zH}sE%NAloZV`1B8VcdeUI-ftvTS&rAUg03W6N^LFz#93dxB~?er#<S4vU=-b1}D<+
ze^^7O<vuo{0K|N&!q-rD-$;N3tlP#<GAo*LvWzUFbhF_l$g`sgjgesD)YI-pGODA|
z*Oc2J)ng$Q-SXtuoGO)6Z(p7A*vb;BS#78XNo%O<(RmLrcc6@1(v`4>^eIm6F(3yN
zL8ycmMWFOQ89i=3dl6WQ&@oPRnnP{jZW#!k0B0}OSNfoycKqo6Al)eFX13w)tfK;d
z?iS(`V!c!@<gmC^`$|Ry_aiwj2_4bL$YIx39ZjiOzuFNNq5U+7_roh)JL2@>%W)a1
z;_lc{W^uL4lVur;r)NY*GD#{+3dK7p(PlJ}$Mm&L(@kbZ!Xxj4BL*u)YmFRG6vXiT
zJWT4iy9kdHMNoG|!FC11l30H#Q?uU53*OyYx~Tv-PI(**FvNWgSdw3ttak<bjXP%v
z<o!-&r#f?)?(hF}!m%|zm-Bye2<ok!#};tEso;f1m?)1iS&iQm5{uUtk$f3>)R6|j
z53s#CtyRPk@9tH=xdylU|2dE~kfg^R3K5;6BI7iz54x#%nJA6Yio|)I1$0Sh45jt(
zdE-x4%O+lPq{P1R?u{wXeFCt=)kOhq#y>)e<K{qNn8=ueJvbzdc~hxOw=ZJwE-lUP
z`Y6=O8!0!(m?{9=UaL^stP(th75>WKI|xN;^pQ?86s%58bZQ_D2`T7%e=9u*!n<Gr
z2mm&5u&T8x?t4#dSw>E3!sFn1Ea_^T`^JSSX9T5F$c%ts(cYvJCN?&mb_h}A>K;No
zY(5Z~Ifs3)x;vDy3PI3s1R?mY4lx7kC|U0}32Dzx->BZt5?b!W_k?HP5sG%5jG(Uv
z-(?+z9nm**`+s?t<u8w5`WF_&KW-9w!@*l9bN@zSsKMis+=CcWAV2vF(Y`Keu-=9@
z6nfuX&N&enR#g20*Zq_3L*I2Ep?s|a^a~a+9kd5~^|&P$oO!ij-AK8LqF4~LeVdE~
z|E}X-sE`J&psiu_`a;d3n!AOVm}AS!R>2XUr^l~%glO+Wp4PuUT@?iUh=>@3fw%z^
ze-&?dAQlpMeI6)YqZS=PyQ^)SND|LKb;T}U@*Xdn@Jgmg1wfYu5~9&C*8|0=fQtWa
zLO+`7ts-+n`EAd*%ym~?bF5brRX{dwZ@7$`oQ>TPoGH)xEN9+XJ%&gSI7j^zoLDKh
zVJ!ut4vG->YQ1=^SXMGW%f&(B%vx&LsHQ$6^t=5P3*J(H<$!u@=BA3t#+Y{)_h5Gg
zAW_*(IMJY7vn6`Wd1y?!Z(cPX)3{z!T$<;H4{z}eq+up!>V4(yrccA>2X(kBm+`MI
zyD;4Tx-|fJiPDP$af_A(YU8dI6Xt7;!r%~V&8+S059Fe-`Q2Ri9To>R0eU7}70%ZU
z7E3Ks_PnLNd6no!*0avkStGPa#@$yRfKv){ye9Z@{*4+E)hWzX+<9K?Wef?7f*t&&
z>z$e_kCYe2q>LiR#fdspup}$iV9oHhK160gh^fH(e^4xu=>}!o;lTX#iV{m!<l@_9
zFVMzV81Vf(DM{fte|$!d&9jIs`kV-_DzD~7!i3*TBUjc<y1GI^W=7UXvJKzBYyo#M
zUlsZUQg9JnT6W8xN)mh0$QaXx!x+Hp2RVch#)-Pync7NiHdn8rPT!0F;XBZod~h(U
zdFFi)3IwtJJfjP|A?lQx(&3{0B5auK2)cUoJ_5b9XUsUZsB8SgObeL@vwW1-7#lHY
z<!go1YJJ?VH1<f?U;Sz9A<_D!VHFu8yAK8tc(1#kSRy)|MU`Zr=)Lqa?{aq2kG)L3
z(-($oR)pRBRktWS#5YAfxZC_<aXSG$NzEaMnYuV)3iOIr;g(*P;vt_?0QJQ9V$v(8
z9(JP6UBLV?Z2P1S3Sm&ZTFhri7Jj=S4y3Dw66tvCm1Hy?L|LY^Z)JZ%U1qgGpwz`y
zg0w?Ofgri#g^&B)%^#y4^&0T^6e>xU&0>ju=Z^5x;i&_-*Q!*@#$FSHyvxhWKlbs_
zRjJM94%O1-j;G-rU<qY2V&sVYtgmmW=tG*!_3|)7>D4^wSL3@F+e|65`nj8VhJ#XD
zsrLi^1OZsl6=8%%!kUC<gMBIwp-g?0ZwuXGNn2Bxw8+djtE*Mm6QviB*FBB+eWW_?
zA7c&cXeo73gv}G~ViH1L?d?g`zH6&)0{a)Wr4k+;@<SN{1+<pD!>WHf1d1)vs1yIa
zX*@g(oT?0><k7|3wY1DC4~`7HirV;J%KX3Xw;AgYc!L#+`_mx94fl)2lpB+qs1pyA
z9#A-(>S(O&OuzRC^YP@Ui{b_Jf1dhH?Y`*G|3LYFd)DirtDkB=Y&8km1}(&%8j^ui
z6K=vYD^a6ACfOjtdlgB)z2VznD7H-qrGG^CsBLSi*^!X&zl?XqBtaCuIHND!U(oci
z(_V?4za`Ch{r25E)2*;bgLa3Ub_-0CMi=)S(a#r^m9=K&M3f6#wP=4=nORT?S_v>(
zQ!u6L2hm#$0&HsJ-P9LMh<RO7hNT#EP#7AcdIm%1qngd$v}TAOjp@<Zn4vDXC;+&!
zNbi3_8vNiGEOjCP-E=)ed@T|ID3Z{7n#KM>fsMRNuBd)q=d<XS^r7$qsKETa^K<vK
z)YlO^k86rxy=T&eEOR)F>SP1YGK6hDB^cq5Nj{&EdcL)36AO;sZ)Kbj-c}#6&rjd`
zT2_Ygj(+kPQM60^&}G3_ztWuKmiXC^IWuyoZB;H|6RYlgOidG!L#y-&9?Pq|<P+71
zG?Rsr7RLpqCfKFL#H!~&hubs=QOD=O&nRh~&BAQE*59Zvvv0E;hT$I#z|~N548}sz
z^lVPzF`oV1v1m<49Htz&H@@L_0m4lIT!?D!IH$dM@9r3F6e9=)Je~IIroTyc%3V~%
zgN6v{va0b*5usytqpL9#iR1xG0w!GLoeHkdf1M&Dq$bb!pJvbpKa(RDO%#QcCX>Cn
z1iYL;C!_C&Qu5qXD0wUvgKTCcZ3ieTSz{bK!)_$IEz!E^-tVQEW)#CDigwGZ9EG%V
zlV3F(5E5N2*tb<<`TDojo7Pto6d*$eE~A>Spa6(e7Vxeowto-9e|F#Zs~~knvMQ=T
zf%f~6vdHb8`}r3O>LY>q_!I2gpJK)896&B6Jm@Uu0Nx~rF~<cR00IT&YV+W|Y18^a
zWU;DB6-x8lZ&YOjzC|-1M#{2E)qb4Lzi4sM)@4af%!&z85Y+fN&%YiqVaCUOD7Wk#
z4BR?*pNLsFzCx<c$i=2y3(f|e7IPx!c5`3Dy)8cynLw3Vd8b3>l}kE5EQHKt-+USz
zj4m4#jE|={S&6whJTb<7yY5NTb5;Nfy$ZRyz6>}#y`>@SbbI&151#hLO7@-5)J<+t
zc*4R0zE{^pq!dH_b-~6><i-Px@JG;Dq_LIkuWaM`<F^lwUxM~8b%#ve$^J)n&!M{?
zXj#vWKkYh%e38^U)|d0kD|)OlXG!?gcC@~I^b~V+0yh5^$Z+Tsahz?}^LSCyb=yYr
zZ%Z0<ItP6q{ebkcT?Y=NKK@J@1ypejVl(huZw?~qe#o@f{h(OTRfOc;A<Pi6j$&Hq
z4O05xwITU?n1b*}*qw9VK;ft}Z%268$OXLR8<(|V9MVj12(!dIzwG~d6n;b>a9E3k
z`d5q&VcObk=<h=itI3($xMH4@;<CA+heu~;Ii|!|q!QW<q190QnBm%$W!{Q9lUxzE
zmXg&xKFi?|cjQiXoe7keyQQ?1jK;j#J%pp(J{`&Zhrw7lPh~o5;g5E@Yw`XjSUByv
zIAu0@(dnp@bz~+Vm&@&!a4sC<?u`<KaclLzlhrS7V$5^KlHl;CbHrwIkXC6^rVz6Y
zf4XrVnhPB`2_1JYj6ZuC&nYVt95sGzdt4!HD>)@6s{Q3>aybZ6#IE|bd;J^Twz&pP
z@uWitmb{A?<px2HCxVOGc<#s7aRBAUa|aDjfAC<n<!md!A?&jsz@eotcofXnIIY_}
zAoZ5lNL;#Zbv~u^LdX6c(+d7^sUzsE>U%_s6#3iC@KglJ_?jEB1-5N4_X%Cvz9mY*
zGZBT-*(FpwEw)!{4=)ll)$J24zp)4@F`Yosjxck1oPos_)K~=EWa}6Q9aS>*FE~nc
z^q8ca#SHf``%ZKNw;%7>Z9CBe`TTPZPfo7UDy68t{UKPOOVykAl;ronb^x#|h4rMW
z$a3DHPoXM>5Xr+##=DO)T4a8|2YEPmhU7Q9{|E^X;kiT9<Kq@rPemRcK56^hbQF>g
zg;E|)`I|V((jCv(G387J=pEQ+lz{AlZkB0jlmA#aWTf}O8@tU!NL3Oq;^xJW97Y6x
z#N3|QMLEziyCyyNAZ_h9?~MZu7tLo&LWJmaqu`cFgH$mjaH11`l*OiJ7p;*7*fKa9
zVj?NtOVQv$kLFvHrV2o4t#qfREZ^NINSAOe!H&cgBZ<RN=FkP)i3aStR5p(X79?Z-
zELx<h5{17x{c)J>kJI37iHkk((kx2M)>?%M>t|J0yk5*z*6YnYdT2JPANG%$0J2G7
zNK1jd0o@-MmojvTJDZ^RDAOA@5rHc7Y;`+Z$sXp${ah`TQes}2xlQpmz+(4L`rxxs
z7H&o#4&h;wtuCj0avaPmf|#;&1<z;5+7vgWO@^&)FV7^vlA%@UR?%e3eu4b<nL3{M
z<6Nz8y{9vCX*n@k@pjHhqE=-WT-MvBxJI@;)7lP0@h;4+>+v@hwgNBx%)WAEDC-(K
znzYxOk8D3b8uZG12)HYCvpd9og)S~f7^AHqChjQa>>$_Y05ucM^De~1xo19p_|X{@
zAu;=K`2)S1f3u^-d-9U$NI=IVf=AC+EN!K~3umuy-6pN%v$p>zf_oi|1la$tovDl+
z(DeR1&5MXaYV{{bKCcvHb;Z4#l-v6VZaCiSy*NTaZG1@DxORA4tdqM-zT(<V0x;0_
zV)VuACaZw#3#DO4`9;Rze^sqF8y=^ux2+$y<sNGTSpSojXWQ+VIlGhN{=X#Vd)7?(
z(9u8^hbSw<@34P*wxj0A$Pu1_;dBBa{=h+}5KaH4W!q-BpS-KxyTUAb*Ck2DCX^N`
z4!;*45icM-F}m_U#igG|gb4UE1k$A_npO;4(qCD~Xo9Ty*w}WtGao)L%d8uVIsUPr
zlC<ueEop|IcbhGl>^Yl{IxhHGSV1V^0wYc0{7TrT9$JP#oWAARDE&{fQ5K&@ZJNlF
z+fc*X=->8PL%}6&L#+fybS~A$e7?oT8k<qAgYUA5ohyzH8ckR+GhMX5a(pHnQHq~>
zASejiTa<qDGig@v%!d9im}e=uGsv`3LI$QM2IzD}f*i^OfY-^1)o|&(e@{id88|O)
zs<Xt?jC>-oQ)p2uDPYS_a_<El3wInJguaSJV;qGEPvI-)seyj7;^^avI6FTYwG@2?
z(omPFu8{8b`7@g{Z{XH0Et4`f7EU5F>x3^vT?CDPMpA|v-eose(u7n30tZ)Xox5#4
zz^y$FcA|^*C9TlNX#zF()agsL1Hh^X9WiJ)cyycxRosiew8eT?Q<4LygV`~uW<PF{
zB1t5=*>Fbie#$|+UNOvjmZ`C0lG8q?UCHJZUR#VUYqWu*6s2e`Q+m0OZEbL)e<HE9
zWotwIV1Rlb5I@P`qsZssW@^cOh+m{kO?5@}z?H6H9x4fL#MG=y#8ZPHA0sszO3O&x
z5!SY}3-v6<2Gegn+`p@g<;9*nE?iM4lsNsf`g!FI|M3Et%1t0E6lGIX+E=}k9?wZ$
zK>4Zt>UB_LJi#vN3Eyd~Y3kJH`DfpMva2twBF`u5Ea@M;TT^26u|agoQ2r27NhnR;
zI`%)Q1wC47EJq97ceSkL%(Ne=Js^M8ZxRdYqMJh2JLhQ!jth+|!uh<wLEqHrdLxk<
zt*J`x_9A)%GPDe3Ots5mN}ZK`VLM4&#^aNdoETGiM^zQ-^)er7`FnoTX$n?CdS4ub
ztXc?gr$1&2B@o5L&V@Q@K2aKfvzD|JM1LWig35qJKxvafP$nZu?Gq^Q>$veQ07?BH
zeJ~FBkRff)L!DG892#)F+kSYA^sF7zC+ZH=ScAsrwmwl<OK<-19=fvXoq>Ve)`Rwv
zL03jyr>A6AK{t4EH<|pWALOpKEqckJ#P4K5(hWKXXPws8f5m4QZqXZ#uO1s9*H7Vh
zVTsIJMUP5yeMJwDN5*z9hIwJYQFnOJQJ4RhC&be=dGD$9{omPjpR?WkhTh<8V{4f$
z8adyB?d_9SAyh&2K|9&pU8m#QO>@;kU1!r&M_nIA{^cFqo;Ll~gRYX_Lzye&Is2#b
zu-AJ0ej<?0gHF0eC_UvpGs}z!G9hs`Fm<D!eN+NPx&qd2yvOpqWH)070c+jurS$`m
zst+iNqwFM~8#I3eeV86QiLEhaw*b*^LixAbz)n=Gq}XHmF~9fMzollXq(VCr&-|NW
zJfW;^Ew&zF?o)t|rcFZJqLub;pix9(3M>wJpKWT_jk#m9)^}}78Ne|4Ff{l#@C8c0
zS%6yoYhg|o%i@hf#@=kEaZ)g6vqs6>r)K^J^>VgsT+@t<>R9G6j*Mh!Es6ZpoSA34
zXZL84$YJ<9Xuy{m3x6!hn}K@#&&+ujgxR)Q$z1*E>TD8xiJX9u4BuLdTg^t#r>S()
zHh$x3-c${6&r6)I<;?q9XE{ebvC4C@-gJTb+{@q^`j<B_RSOun<)e=I>jXV1wD*Ne
z(rUZu9)(=WXAp+yEBmut1g;trRSlJf^GI+aIp;@e-Jj70yQHqM<eV>MR7z%dP>IJ(
zX1*H<WRSEjE_=kWv669mRK3v7tjeEqi~(ZesRT8Ycn;K5kI!DBgMcq>oUx+?)W(A8
z!UF=S?XT1)E(Ku^A%|fWoj*yM2@>Tba-a9&mnXbi+{#Wc((H7pVre1h&C(<273rh@
zdnecu!NZ7>6LuSQFwo>v3zquP&QOeN69#?`J*HnbJ@8(ia#VnpfbIg>&U>H95KOFv
z*|g>V%69@9A94|HccFrwj{--P+^7n@Lepk_7h5=Jxn7vi8kr|bmz4K!{roUx<QsFw
z8FSRr1Mz$VaB+3|ZmE>P0p@$Iz2luFTf3kH0!tZrhy!T!7kp<AOIHdk9lbW<1NzVo
z+A|TIAQ^(SFxsAw63yPRx%J60PoZpLP8N+w<Ro7Vjo71lW!&VJ^Qi!W7#1540FS9J
zFvbUqiMGwl8+L?Zg<)a*{JZC};xcEFGieXP(QwP=PVZ$`pIFBDcO4OcI%WRhAPRiF
z9lr;#iCKE^S=TT+(*|SluV9*I{K0_IX1y`vX+1g5bDY$-7ATXL0{9K;$+RD*i4tD&
z6BAddvD?my<%Y1ie4dTw(f`e?`Wuiyy`8Lj7i&<y*yh0e+GLx^gEFxGrZ26t6y2X}
z{LR<-m(XK#yA~oGe&=?2NC&uT?BsCnVrd&?l^%UYNM?~nM)HoRvt|kN6L1;5&#8s>
zNXE~ODplxjrHVfS_JHEGessL1(;Ij8d%gQYz}wmSi#P*TXiU<D9$~=Ic1LPW0K>)V
zf&n4QRk&s7EFE^;4(lhe#laSrI0M_hA3;~QnFfM~z&1jnnY|lhSEB0w@c&VV?tmG}
zv!$ssykXgfJF>Ik3G1+Jxh?+iy&3$}r*4MF)N6>>Q{Ies>bsurNI3yvdwVe@b^p6R
zRd%pDNSuE?=j;$W$*G&>zrul_^(W;a(f>ve|LyE<N#lKbV3~Dah#iHC2;)B<Jg-L9
z-~ClzEolAwT;M=<b=9s>hF*$3{=GW!Cgi~(HQM1!TE6)X8cfOq^%9G25)`z)L7KGc
zn$TAvUuS)mL*#tfEd1qR{!nBD-zk)3nAG(7qLbj$4zn+tv<wu36bvfSFLhCJ+N^Bb
z#4X5@Y4!N?-A$4b3?jJINkq;?%Ah2PT;h3VQfq)#$Fd$j9rvYaS$Hlm6q4S|IG2%m
z^J%3{N9?j-fZw-u5;>wsps3BkC?mUPXiSX%T-&~C`BSHKCYQ5<buQ+k-67onFZty$
zLcIlrcxhQuO;5i8Ok^Ov)+@E}NLHlx-{Ct~OdB~4on!X~x}(Y;&Vv&UPR_*GRw#t|
zEoCY?kyODB(uK8@$@z~UXT0BWo(#--zcZe*FT8i`t(?J8xqyQu%P&Yr>DFcI0H)k%
z7NwzvG`69p;mf;gxxCRZ)`ce4aaUPRf!&=$LG3AIBj!eQ+93BY;%g{lh3$JYx2zFt
z|9tpcx0R~zR9!W>G6|A+XB7pPQ0I^4mJ{&)s4#tapL;aB@__L3c3-yAs7KcHEB@$M
z%}xQNIJ-XIpcxSd!@1;l9Z=e#;AWF7O1KGc4Jsk$1fWx}7C<&4NuG3?{@r~;y}M|-
zIkpt%!j8~|20mM*%-FcTeQW|h89>^>!NF#3-_1vXu4xJKj=}N@gGneDnrHdC=|WUa
zla*9u%nplovMSfp68RLUhlh<TJWER0S8t^z9ERfq08+nw4Vx?=Jmfo(GnWw|Sq^fF
zu>{vG>d0ASf<+XQl@cw7A={UTvcnV4mF*tFUX3O&{-}R<m1zSyPe>0({Qd=yz(KMY
zh^SA!omnajdL`eS=`&)VAy|aH86Y~*;bS-Ap7AOVF@9b=WX$QXgj7wC;<wu&%=&E8
z_f>K06@$A;UG-Lu8Qj_I4ZyislPQ)GOUT(x$&jX%m_ndqMSO1@A;><ONl?VgH_#ei
zhWhtYQ0HRX7IdRyqP;gPe&cR8{-568byc3boBgE$=`5tRrYg(&JtfA_2ot`)^y(e0
zGmj5NxUt_ar*`)hU6aW5FJ<nxgmVfC^2|i+4{V32U1suuy6(4ml5XzLTI9}%<?deb
zqn23i7)KyN?#Hd~4A+C<Su_x*`zE<tzsH{pkJL}UdXMcWz#&)N|0gNYb2CMFBNcJg
z{v*IEB`f-$mybp+G-czeOze7#p;NR^V@47gBwQ?!ScP5uPM?5+Py4Z-tsfRcH}31M
z0{049wn9ue`<LAGtvbVolK8O>kXC)A&#COGYwHwDNGl&wLI~ZCZ;)%sZ>vZ55(_<k
zj1IYigr1o*oNmRxLH?X}t906?r2piFAK@M&QxpV0f`zs|{@eIT_QeSnS?-P{2c7Oe
zyw>aZnzGU;3@7M@H8+_9=-z`wk-j-89_u{Bao`FcdZL>Kz;SrK*8A~ATGcUK2Gl~{
zr{=BglV5Jx_={kf*B<ZBA6}eJJvXGV7iAa0%;o*bG0TRJ!ayaQ!94ZTAd!4aGU$ok
zl5@<L`q1k(N^AEldQ4n1^)+WaHYU<f5=c89suz2<Fs=3xKJyLDw;`-^#&UIb#CR3I
z&dtRAi~HY<g(V57|3v3%V=Z{mW4P38F6V0<tg%XL5m<i7+E(}do;<$)n_=<G7JPaN
z`e#X6Tsq|6WFu@wf=0(<MaR!BAFp~92<<~s`NJwIh1fGC>|~UZViOAe&hTElDl+SP
z{-sLz`E%)0`d8l_f=*!Hi;rK^e9wq;GbZZuHR<mp_9I@QECcYhutfpcC5Mf7or3OC
z-<v%AV{Wn?24Nwn(QV)svyUyXJCxo_3Aqg|{x3Tux})C;iu`(|`cxWy7}^hJj>4r{
zOiyNycu}xh-Z>k?vAfW7G~c%p^u9eP>)G(S?XQX~!Ec^HO1L11IRZ6zJ&1h5vSaF|
z{-F|S<)t5JHOW$<vjFg_TouNNmNurmq{lp!mG-DWN1$m}o5w!?UauR+qWfJJ#pWZq
zuU+okIKY=QoUleksgT{ElwdFLFH#GzX&jF}&#G6@=pTs>gI?n?NmqEdbd_8H=Hnm`
z$<fFOSw9v~CVz;1!nXl`hh+oF1s1*1&n#62k;SvPU@0LgER4)(x<<Gqc04sLJ!kO=
zubKS5D+~R$`6>a#GS5Ta-%@G&?rO<jYO60OluCBA6wjpIi>wqsCga8<b%zTGR^VNh
z{sZ1%laKjMwoL4WS$a6`MRwgHBOJgm@8JBQ=a>SmoV(vGNzGE;FNt7fidPMLRmoBP
zDdKWn80_!<_RrmlThQg@x>MJgj^Ppb*zx;l3=Uc=F*O=<2@|pF;=Zy5PC_ZmFC}7?
zglnRH3VCK!S(ajfgjhlKngrs?au5lo$R~)`-}>Ov8tbJRbHBZi>Gk!(Zuh;x<|~Ok
zZ4pQT_^ssWDiAp{vAY}C4ZeMPRQ#n(4ro+!<TD`}CaB-u#1J@psVpFn`9h2g=MC{@
zSr+-hx;yr7#*^dke*w#%U1&bSH0+ObdNzokqk2FWj78rQWpyZWe9^vWb$dpW_Z}u_
z07i!%q<&#ApumMX`fCEDmRP^=d%(Sxn^<yNhE$g?aZx=;JAQnoROt?uDm-Fz&uey1
zu=~=fo7WjwP15PfNY}7YsZ08?o~C|7P0X*~0HXb{Ukr~_9|CD}clJa$)7=%{US4-5
zsr-=eoXJ%4@wK=$;SJsBzbYUJgZUi%Qu8UT2R}f;3Ch)2G5t0Il+TMO7LY499&^l#
zJze9LxZmzFL~I5Vn(tXrA<6($&x=GOejyhOeq4h_P@_CcdfHu*8)N7>XOP+L7Lu;(
zBDG%4+8Eym`o#i_q(?4es`d)J_U~2yy?7u?rSbHCcK&nhtBX1BC(F849Uw=mj_6D(
zORGz#DR{keFpa_&{(L@*Nvo-b_>>mJ(YT7mZXMwWax;)i%?(j$%0%%e9$5tf1_uUr
zny-5H260?clN|A}20zSj@rw1240@jjcW|}+=C7lS+foxX2O6}kVvJrq$V*}^Rl4!s
z*-<(h_U00Vy@lZWhP~a0(xWqxM47pw<xTf<ztzU}zeLYNv0CyMuaAsMS$?BI0|hpY
z7R$%kzRZHH;-%}kN2i2Y|GFcnui4v=bYz&A@BiRU+C@7fUEcT><MqtmBW2+2Sg!IX
zQzLyy;zeg^t(j3xVhlR3RLFJ;+`wUCt9tR>aI-_Uk#HLUwXtQYt5j#Wd=-J)y$A!P
zr~{{;P9=r-b-fa;TS>{Dl)G2_b<g0V)g(Auru3&>h?I@!*~&WJ%1Xk@IzbVo?bMm(
z2Te+IUsgYBU4Jr%2IN8<R$6mp!eL6_o$oykGUKdZ#MjT;zm{3i8{G-1C{5b9Z%dp+
z@Ejq3TR?mF(sLOmPf>ahlj$@tM*^Ab=N+Ok9Gbi#3ATb^wyYQRJDbmVvt&BD>wH3*
z)(gcs3q(Rg**cWI8gW#7tNZ)2Ij-8Zic1Bs#Ie+50iemfVNomsXkA>!V6-eW-&iD#
zlr1kPKnmCH33$kv3b{`%-y!5EcVLEP?XXt56usX;O1f>og9f>H$KLSv)5Qr+Z$t-E
zem5NC@<`Jo;vAMf@d;D^BQ@zr-?GepPB$>?knVirPT4tBa@V1527m2=@om5JUB~?C
znV)E)vnmsUt4?jfmE@1Cpt{c9hoTjC(!%N1PyV839ic9H!_qdQ<1U%Gy}0KQg;g|d
zFCHshhJ}{)!d~%9nTf*6U`Y;99?;3x$Y%u&rIYhdkrci9M#5{Gcz)$#HtLt0b|7vE
z`EXUdISosO2E6x#nSHoo+?$5w=e0xf?qIgFSB>Q4J?zKQ2_ELY$bU72w~z`eU)MnJ
zIeHYkM1bq`wD!+w|DkoO$xEZ5X>H`~=cSQ78mF9t=epV1!;$s&U2kZL*m{?ODKM}Q
znNRTlq{z!J72-d=R1=RpZQ9(pk+q|?E52L?-t2_&S+B}6k%>|kvdr%k1sB_hn%+Ax
zgsj8>?`*$N(aY)nJ_Uu}i-bc`d$FAR=VqP;8jwnbvD}+N$bF@k)o#F(oAoc`TZl(^
z_TPMX7JkrfDbbXIoLX|an<sYt@oA6u@visyN!O59Z?)_E7oYY0FRGsN;f1d2fkTq3
zkR9>pB#QQqK%cv)iFn)1ktq@54VmAt0K)4V>%gQMW5SLP?9kel780Mwd-5-Qo<95Y
zqF?xr8r!eVH9Xm48zsUdx6b!t`6KoxUqW~%0C0%$+K-Oi)w?&3H|^^?PEYGs9YJnd
z`ZZIp7SHcGdgZp)IwZbbI^|19IYoF~4uy#oI)y?917!Tyu&pT=vYTrT)7JpMxt!{R
z=It`p+Qv<Q++bI&Rab>WmT}8AHzSYnK6HBLLj_DSuJ7O531#QP-|TF)(tke1`GkX;
z@D;P<>kAT+Ork77T{057A+?<np}Z2{K6hT_ftdP2Bnbj{0nT#Lb}s6B@!@##<!9-E
zS(x;dD`$N;d6L~x703v!1U{&q9DMlduUY;rWpfuBFNCK>B%oO-vD)6SL9Hda)>03Q
z?*b}!bsgvX=E{xrt&$>9LHN8GYi>@RceL%E+I(P>%mgjiRLF!*Ba5R(C5-FuPU`Cg
zW8tv27klC4n(v_U%HqHYO};dM65~6x7tFk0a`U&B`J!mH?@&J@QsC-}5-*#TfbL&R
zrqcm$ILHH;XVI)mGX2BoHN&{P^)NyjGy`&FO)BpWLD+eswa8)=@K#C@1`<=$-zrK{
z<Bk*6FtsqbgwTMDeQnw=``YTyw#qdF$U|^ATaRD)`dIY8<DLzZswa505N6zYK>J2-
zM_g3*+{OpaUg43doO^2)_UXs<@{J7NaUI<M<-QExFGPG<kBa!;GTPdxLFR98Dc6;E
zQ1ZH^c_@0!fv)el|6Bf$;9%;iM&6{?&P~DWQdl5W(_opcRgNkWGyg)Xc5+?-W}VKt
zFGr2)3ZBThFkl^0X)MgJRCX67zRe)tntRs>ur}6^W@-w{(-D6z&tZv$rMN#&C{vhb
zgReHBXd)_uXS?#;cNyThaOm9Fs3TmK-&1zL<xcb7Fmh?`9N*!a+>ArsdON=nFJ%^f
z0p`WBm0t3w-m|#r5k2z7jMtoB;kO}Q$>^Sw8?7j8DD21=DRTC6G4M=v2XKWP-=@e1
zcn5orG#~UK`uF=0l=<{-z33~i0_gyMd=&HgPQ1~Qav2zT@^X{?PUYE02HtHs+um0e
z{mh*crb|fvLmJqf+URb;`yxh5E|6yeb>q~;7+q2Q;I&>abo)6$HT9o2mT$EO_O~x`
z>r*=kvst{p{tfq%z_Vwqe`zuqL&AKdE}u6k?QZL3->DB{qEny^!m$<1yCJ+^*YbGM
z4+{*X?USt0t=_=#zYE_i2sr%PFc=7X8zzdfUtP)&*W~pr%;w>SBeyZ@-OJg6Tllx0
z{O!@Y%nCf|w?xTfHti$90i91@r;GL&Skp!R4~`$ZZ|7}<4q_iO+9G1gTd(lk87^;Q
zz#^2gyjWO|6Jk#s5j(J6l*mSmh`&h@pXGcXH-fsP90UI!uHFJDj<9PM4hcbnOA<7=
zJHaiuYp})LU4j$bf?IHh;J*0cStPi#xCVE(J9)qNySM(oYG4MoirHm$r_br`(@z=i
z_7V1QoIGB8mVxh5+l7e!Q;(1X#4W12{rs<Z&VS1fgx-so_<4f=6b%2Z5&lz@s5i#{
z*=a)mTOYW84cBWe;rmOXe*appqOMTKB3!^kt0cUvhu(RKythg=6a2f}d8t_Za#?Ee
zEr<LuvLSZAEOLEXO1tDl{NK;-x-S|&%{s*d*F=SY-zrQk$UB&TUQ|RE_XL6G;P`{H
zlIu%`uW$`W^Ib>Ez_qVZYZX_3F?5cft&_CbJ8tUR8@;*MNiDtO2e_H5cTe9{1>d}}
zgJIoQr3~JqD-<~D$*3_D;!a14YT>6;*8kK=iLPM^uDKGR`wk~%Et8tW1(W%1rz0L8
zwTTqi)qOz;p*eelD20+gFE)=~FOE217tOvvIgt<HxsIP)X}`HJ?Wp=i-|ws)w~Z$J
zm}i`<kz^*O$6&uaIxv~84szbLmsGK|GH$K<Wg}7I^>r?<H2|#Qy3C5ehA|J0#ssx9
z6h`B6iE7<K<Zx|_)_syl4^R5roy~G+-4|dPY)U@hCW;MdIjq1gw)_QXAE?smAthOs
z+jyZ-*6KdxYtgi?!a{PzOuD(H^h|mgL+O2bBdEZuU)3tWwoJoSYz$Nc5-4Z?x|-m2
zw<+{T=?`Thn)r7IZ+P;)dcAy=Y|JPmsC&4?j|M6ZUNJ3Wiuf%43pNjr05fgIEnP&s
zVP3FVytJ>u=TuNSW+dhu*Ib{4%-mJQ+-He}@o6CErjR5kdF~+6JSi7nLTuT!LStK!
zIV0wL1aZ(bb}Wh<1B&%$SEvUpgY8d2mJ|46EL#S1(wq(BcdpHQVaHR!uuqN+L;{ss
zyPpqilWKNav-OLTtLp31+ka{A;C<WQR3#A13a*Hv{Pd1Ee@&VX=Pk3-VZtA5^LQyt
z9`U?ka^%aCl!x0;UsLT7XLaXhM(rwD4F*9y<`S#!^|C^>Ctv7+R|4g1&jRIH8V%gw
z9}^4yjSxA0LbzD{>pkR^9P`PBMQL-IGuzhL8>GZwz`*g_8<nYxhdHm25qPJtNBSkE
zjTz_lpL@5lu|R6%5^lXb5B<xGpLRnS%UhgmMzY#IemmY-f+RW}fSFf2GA7*a-|XGP
z&Cm-dZAb@vkU&;gR+&LDBBoNq1oyY7A@jqqU@(wuTRl!~TR9Hg;i0%>@F{Qp*Rjsq
z86AKOaf94E*|a}h>oE=+d*dSTtJVOx+EE_H*|^bhliGeiL<c$Vum87a)?e~k3NvK&
zF(sjjeQF+lH->MaNb|Tw>XVi87*t*GbxioKzv(W@e=p~>mvm)&M)Ue^x${8oG1Ng<
zAfDDJ0rni@e>F2AP~^38-w1mgBILf!@IOfPc*x>+%}Sx^xZbCOJQi`Z-|t(EW@QP-
z^gb$UrSzvwAp@uJxyVQ*X&zl}<JGJtalY!H>bzB2U3YjKaj>Io5}nWFZ(0j^@9uFH
zLd<Nivi^A2&q2e7@jC3i!P0jB`){Nz`YAKIZQzX^CZ;yugG$)H<JqGhidPvHZT;kH
zK-J;0i=WAx<@nqa=wk7naxh3jJCr6v<QBf?<!fPc+K^<eo#bLwY=lE2=C?}r*~*mF
zVr$<9TU~DTk7+|fx1?~gv$Wc3uj!hE&moIJT_<AX<mS%5dw@`VJ16=TbCyMOGMq>1
z-!>-g8lTG1=|g7baYwqANw-b474$iAC3>yZ6ShZcch4R|AV$An;RWMnY#0%usjQPn
zSiqa{hbwF#iIX};Q1@oxSFEkh95Lv!<#rmZgNtT1v%h;?QOrnio=>KynIs{n-MFO9
zM3)}u)@GiyYf4{qz{kgpXp{S`@fMu;S^8~VH!@=3s);vR4`Ej&R*VFVi!E|va=`MG
z)?4CA{NrmXI|F}f=r!#kB=0C=>}!&ZPN4K3E@PPTpWpBX$W=${3vluBaVeB3F1j$`
zT75<w0i90n6jUFqwFS7^%uN`m40Wyb^_(Df*YU9=2CRrC1}AW?HV32Ou#wcPdf}%4
zcJ2USx=MxjjlH7!0l2VLHOZuH(g}ITsinfcX~r%SBk@qkdf}`NUueJ8OcozG^KW&=
z{lhB(O>BAgWi}(N4=t1tip}tb3-}i%H*krTI6}+f2^i#KHj5fLCz}Zy#YePUyGl2W
zuUX#_RmnzvF{o~uqqF{NX*oC)*{a5=AvZ(sT(p{q)@s*|7is^OZZT5-^3piB9=GH3
zxNL~o7Ya~KE{+!jTQF#OVnJ|d7Fk5cQ@61Em6or$#a~lZh_sjOLP8qOC&nnP`_>n#
zYs{1o79v|zpY`vb*A_teHac8YW)qWGNMU8=r@<m<k=^?>wWasiaGYXtQc?X~){lB)
z>R(_C)8p}U%fcz(kIUmzTzrExS!j(Tx$qh$91VeajkVT<N#B>ct!*ouAj?R~Ty{*#
zz~gHo+Bee9!%m>@pSv6{EIog@@)E(^pmaw3qnd_j?>47VaC><qx@yWDiND;weGg6P
zV;2VnYDt0$5Bf|De&X+qO2r@d%#bgKaP;<&J2g1Y9r+@>U0Ivpelxn3R|faZ@t1Q*
zlw9p-e9&;?0pEgwHh8)*-yYX&A%^`FL{qD`$G309zTjN~-Cmk<<InI!0wPj+$IZN9
z0DTax1ru^VQhI$7%Z^~UXfXbCqc^8E6Io`<jqJJpmv8JMG=tl%XY`~>k$P`AGYX`V
zG7_=bswwGr!p?;5?nv|nw*^TD)s<=3SZEHK`eTz~W1cwiXdgm8mlzySk9EF(VVNEE
z-ztEFJJIm^3%O3vx{M@Rr11Ul3!MM%;>)}5CcKY#)z7hyge5N{&~}SZi-7k9ay|}M
z)DC7R0>^rupE{rAEbgwW+Z`yu|F^zCH2i-*{14?3x|_`ilt>mWjDK4Lu39I9_Ak<R
zfGWdT!e#dr|Cl943Xj>Sqhq+v`x;p%81{K)4Kolgtob=uA)v(iX>K;yF2IdZ#1Z9N
zx?r{#7twBkw5gqrQporPjZww!-p$*96-C^=BgOoMJKfH2!vnJK5PEyHtA?U$s;$}-
zx?I#7O<SHTK}CFq^a>21qBoMmWkmzPz+XbK#-(2DK0+v@#LC++*Q&TQ@C#zbeYV(?
zt4DUO6(13uB`BoEjxkCFx4gghnl`SnCN3sg5XBVE{Tunk($xQY0X7S|*o;UAO??r^
zQZv4*(%EjLh1n6mjobU=^mF79=frpNXQ0beLm@4Q>9sV&d3!PA<!)jz=tGnK91#h=
zsdhho<=z8H5np<-l$)U5+*BEQk=Iw4U7%S=jU!QjosP7W?N*1%78aDGJ`H-T_-A{V
zBub)dR1s)#MQ}ZX^W=zH81dIlu+D_WOz8`VK`BR(#np7J3G$Uzp(*NZ`Fn(sRi6&n
z(;*Y&i&goD3>_<!B}eo_kaj7p^6dsCig+X`CtCr8;nBDhL+V5drwTKUR2Qa9Cw$PS
zHZ17=mAP|h10}~t3Msfs6FG9M%|-P1a7VjXWq8tdwa~F(8Acs^w7u5iQoI9O+~L{C
znKGgvSDneP!WP?}96~{Yd}LuYcIFYCrE~ZfuU1oUAz}&e0NXOEC{JXwa42xb?Yw}I
zfF-YbEj4JdDy)@g?xn5WNCRJyyPewuZaCyPi!Ef1hcaF_`xs?NV6#SD9q^ooXN!Ei
zl@w?z<Jwr*woaJTVAOm&Y}OL*&@;gsZW4PZV8}MNky`25wfFR~T6bZN{ioAH;w|ji
zGe1cYJ+2sU*vzvt+})=`H-(P}()pr`@rIJaVAvOjDK{$`du=%N_sL>|Ptq8n5b+{-
z^LqIQA@}T3d*jZ|(PwV^;-%Kco#QXH+DfG)WQ?!JzQ|_y$uo{~M&?_d>eiN~ijEoG
z{K-^%;JCgvzIHdchMpfQKK=>M%XZ%foiRA*?xsSXNLHVYA1XAcz;;gSkAa_DU!e*+
zT3Rz{bvo+H;dkCHS^>p@5Sb0<hj%w7@Xce?s*8`atLNCAS558kT^Yj7gD-a&D{Etq
z3ppkZEIZ$xW9Du({SLPgSIVWWF7_EpJg$<}9s_c27tQ^$=i2XrG9J&Xb$3Z03rHQG
zS~aXYE+?4{o`!h+mgh!Y?#{2(C{|Y&CPeS6{huCvhg++5J8n{dkxf0o(eXX!CB$HR
ze?|;Q6<At{Y4-8Vc&|SXs2lE{d;P@u0}t&O>n;>Ag8F`*IjIIK{##zdW`kFR3{@SS
z8;e(XFONDWKrB)uQ1q+*Vs&kCH0n;{a2d@`a{(%YdW#)fyO7u=@cJHg3R~?D;R!AT
z1b{^-)2q+!YbsddvQyKrYsK0qh88xLyGxYKW_ZpZ4v2e~7hu|;%r24Giv&IE_=jgD
ztvNhUK5&5Bd3BBhLpUs$all!@Er~VTj6Y+yLlSEocbe_OVF=;BDfH9{;g0#rJ#RY1
zB2~Kh1l!D86xm&MWsyN$JI#Tn#jx7<7jZzczd-%(S}FDmEyf-N{+mttfeUSRDv8B~
z=gYnlHPLRy>OuCWrqO+cjY3=7siC^`8QIj>;VADW_=$-@6qp)(Z3wsKZG1FNqjaa#
z?HhMxGGI-eN)hlU9Z*{#F@bYq@gBoIgi_OHdOU${nMD64N9n;$*tKHjoC9ZjF-3tA
z`!!ay=+Z|>_^EA<G-WXPZyZo0e<e=j$M_#-hu=lS3zX;P%+l7Px5uJNJC9b*6BSiB
zIiu}qgqVG^`r>on*4)ufsoP0$4H=e$oV?``SoIiiphb{!^%g5wR$tPo<KS^v{E4;7
z7VQ-A+w|NMt4)<+Z(Wko?Zj@a9j%3p{$YOTtmhu&N|*(C+bB7{%I3T(|A_y%V)m<^
z*i;h{{#yyyI6709`j<*v34;lD;$iBNl9Im+Ws)j7Xpu3ZpBqv{wTZXKS;tjiOoDG3
zmjge?l@t8Z=E_mZm%u;_P!I{Pu@xPb(!%HXSQn%~`NZa#6?M|wJo&pG8eCcxWVYZ@
z70vLrs%9??U5V$bZ!`^Ma+zZ={$EfRX!}<lOxoq5s_;lB63B%iEUPNsx88^34G<6%
z4a}j;&_&AM>|un!Ggd4GboaF4y~4-EwyCL+E!|DUp3x~RdWCw7{v%)afF!_PNYUZ@
zR1l0K9DVqpd+#5!khyX7$=fk@XY&%1wgxd&#E4f=Y<hixxx1?R;n<W_wqGi~sz9PO
z;)hZCxnsbw{O@_K@ZS=KVobG&ObC(-<MWr%Z=<8>^U6T>tD_$fxayYZWE`?*8p=qE
z>W+5!AezOfH*#h{UHunZ)Mt6P*S^MDOv8=Mjz*|thhameu?9D!eP3Vp&XBJn?(KMI
zEn1lgo81@+tfq@e?FmfSqj}-9n4=I$R(pec5=G|0j0r8(B@raUY#E*zCh7b97V^)3
zn*(V99!Umw-^Jpd?!N%fIcW28g;>QAVK036AoPa|EmTRgc=qvO^@;BJg#QKU)!6l2
zl)=lv<L%0c-yd&t4-F5x)`1%hhx6XYWoQQj#@3wwoq+$w*o(pA<%$23(@Eriv<v|A
zPsJ~6V_vcUj{@<(go41;U$`x69Pv8c6xx~k(fyG%8{+YNX*DKK?Mm52Z~-XwT{&)i
zB@!$lm+lOP(#eFp7+Euj%vCM7kw<39U|!Z&j;h#%XP>;uIfHoeYrWnCyJvJ)N_1X^
zwN2}<r&Gm?uI5;VX<cl>z#`a>sYu@*I5UP3_L9Qusk+Hd1#SH)F!A08q6S&HMKH~n
z4e{5njfDr1WtQ5-RAon&>KMJJhNX=7Wh%{8g$D?>Mr^Kco>&dh3{g?(Y?-)|LC*Uz
z>^!`(N>5!zSP#M8%n%x6vG;R$1w<N%e2d_06c}}yr^&0W!B^!n;t!l0%QTFsZzUG&
z`yv4~VhiZ3f!7U?2r3N~b9^;zl{)(xa^}hVR<M}jJ!QR;AXO$*SRe$kh>r;R+X-HD
z9*NA62$c*zn`HqMoY_{>pV}n4A&po?BO}5-)w4i58Sqe_riAN#E6Mke7U#xW=D=&4
z+TbfDG-L{cm@P0{g{A0jo9ZdTxEW`hu#TEn%=OPijE<&67)=VPV*6@GiBO|jbPcuf
zbqYk>kN?!x%4EU^e2V8NWRh|^r2OF)A<h$NBIdKc4ucCgJ+sRZf%mwsXBhV+82r6k
z0w^oAI_V&%W=5$}<2ISK_)4iW+XAi1hNQN##b_jJ6vM0`96<d-Udy7SbUMV605N*s
zouflokbS}^&zuBH&8kS%Kz_PH8Rnohr=RLHTlEJjJ5IVnHrkm#70(y?1wO?rJ#5wM
zTo_(>aSiq4d<`}FuwB1B!P&8U#S@aK`t|$W5-C*!S(Im&&#}w;Qed^u-l3#o+lLd1
zY>UYTzJ!P3<dhd?IgLHq2jY?$+C?5RetfQ|mNDDnu`Ao1*w;DVQFohwG66V~%;WB}
zuD?E@g)|cWBY1$6zU}LOkY3s1<kE3R)W!xEuq!K|+4U-GpKd56@5CuKA{D<Dnl|O)
z{*3}C`V_Mi=a(k}7nhgElt3o89-InL!v6sJ1<C5&s5cQ2KA<V|+%X9#)pZcp>Dyqf
z09do$uLrqLuJ_rCviR|%`*bOe`DMD;r`q&-lbIhf3e`6EIQKl7QELa<^;f`?x_x+A
zLwoLhxpmlV4P1TjhWv?riP02RHvJ$$vg+|f4t#Bxudu#*JU#k1)p2r>`m)G!KFW`H
z`P9`PrQ>tNuzPzyH+B({>Ymfe#Y|?)thcx`S!8!>cf%sgL+kNy#1B9_+{-B`WKhRp
zxtNw96b=l2t?%QMnySADC?EfTeR-F9aKbn*M@QfL>QZcuE;96=+~6*_eSd|w`aJ5r
z)Ew{Z@he0zv2ed9<ZX!(O{Q?u+F{Gv-O<s71-2XKF%EouREyD`H2?ggY2V&51#Pfg
zO2MQ1LNOx@uiU*~RpCN|DCQ!jdI~L85&kP0p1O`xdB;=jH4y7$%j>e^JUY7)xa<P6
zZ9@fTF}W|lt!~z_<@dI2K?N@}fr$kh$H%JO3L13X^y+o-TlLIs6Fc2~`@Qt)Wrr1X
zeDq2mf~``DaQ-SF>+Y!4rKtE2LP;+AEQBy5KUTfyHk8A_jitLnbh20fp`GeRt<N8&
zBiq{5?I~LlS--U~o+LiJ-Lz;V{mTWggyCR>K&`dkO#1I8Pn<UJxobWwVXt3Z<`*5Z
zFXoY{F#w(YzDr~+ntx?VgP7RNc9LEI0m0-o=4aX==7&D$^OsApmoyn?6Hj@225bSW
zH5eHOFSOCu2McrfZ8q`Rf)Gbbh=sQYxgj`>6mystf^=q^qvcn}w<jYyoa5%%Jw>sa
zbsrO;f?o>7UuKvR)LmwoB1X8Kh(+g`o3&OaW*|lW78~V3gS_2a*ouMew9*!XuY7N^
zz^5^5EXzZ;o+Y0AX&#5{tU=L|BV+dCcCwV2;7jxTjnQSV$Rhr)Jd<S&(0LhsSykRX
z$XR{rI?_!iKQz06>2GMZdg2tCAV4Y{@w2O|fYCg4)PAKGJ7_oIE$2$B7ge9s3Rg=u
z-Qi8M=Dxft&RLM+-xX%hPn_=vnUXo|?omOXH6%+G2f?kxtzBZzC1lnKinE*+Nihlp
z(}e4hw%Cy|p^o7-$C%c5nODi3(E1GLInfhAsSjKVZPaw`e=@Z7VdJ;Ze>lvJycY_v
z*Jc>XFS51XuPdm)EjxDYlx3(PfU86c2~vk?RaWk5Vtb*MJBny)HRd+v5(6mDnyq7#
z9`kzHu>TW3W0S>cBT{P3Ti)+;0ds5vBn)5QxyNoZAbi8!LtqlvIvf2a@TeCn;&Hnx
zVEmDcse37HuP;63cvoIr<dcBFI@T~IG=VbaSWF?4jjjagEO;g5Q1>1ou)BnrUo?ND
z(T_(zCsF?Tcl6g-%?ePNtS@caVGw0qZjM4RWo%4Cgz@qXKKv;4UI7Uz`NC>!ylR|)
zrTjqc!D9jIyWV2`^!>t_vceNY4J(P&tHOiyR+S}B8ZkG)h1L~H!|Z)1T?;Je_>P1#
zE5>SH_y_rWDHNc^#J%^C-_*4=;vjucz2r$PIAc~y99aIR|BvBoU(>D16TG`Q{WN$K
zrftsZLu5ZacUS801mD^IO!6u|{I0z7+2KM5?EkR2%+|}%A2mVsokqjBt%=y_VeLYu
z-Sq!L`G~*+#kc>zTtJ{^sHV@^5KXQ(=L+=o^eSZ(!vy=SMU1eKt}V_=Wj&>IjSRRU
z3^Dh}8YZOlgpg%+QfvHt3QIYB(RFUBwz574xkt&D!LqJ$XVVn&^LPAXHP##-4mqTd
zq!Tb$(z6QdbacE3B)s(IW=^hrJ1QwBE)uq!Nb>-f1Ij#-$y8+V5m%>*LZwzQmBN%t
z654^A!W8YSwnF;MSI^$%pv)>lWm#0&Hb{w`SEy006`mNP@2UxmE9I>ox8cHgqhJh0
z%_}G#Ukzx!VBl*i6O8<aKz`Ty#sZVi3GKXj!Voh)8Q3nK5`x|uAxNZ&8N!@>f_XbC
zDgIDVkDRHGZ|W%qp6#9jbn(Wrfs2CgH&?CX3bBE_VP6n~6(_Z4+}{1om6t+62*o+z
zEb9d~z-u89(p~ND@C2GN5EVJ|N&9h4!JS=f{k_8F%%LO|TpK<$OgT!ZW1xG81UmM=
zC}k$wbu8LVHg(J;hq86d6q>w8j=G8&iKRrJGjV5y(E7-GYW46(eQ<jb`kX^eWbj8{
z&$%N@NHZGi!pxWxaSmF*y}HyMJv23Mj6EB&Exh4-;P(X;<ntHE9keQC&-3#bb!Kh!
zUhpKuRKQ-^E6TWNo>e)%$9R7fzvR@XRrl8wh{If{E?Qzw_<?5q&Lv8PvHUG8n??qk
zRM=4n2Wx<DYBHgGE)@jd%B)>Q&-7Y>0bO(3g(Aln(+=hY2>5HPyK6OTYq@LJS@NkE
zsK+E*)5)&^i&J9Kb91<REt1Fjc?>ft&V<ldk{LgWrPSUbZEhCCALt&flbYpMn>OY1
zGw+rxvf*u+UMn7rdE5<=T$~Av?RLA6jeAbYOhw*QS2qJU{pbw3Ifuff_AIAeMR2^k
z>(h6;FSyMhd+vAl3uF%8;mB-5;a(d!Tl@cB;BdL-p8CmAl8Axp^dVapXzio99Zs`O
zAke1HCz5X`J3Lie8~tyyDUij&dc`cQC1CFVP#JQbT;J|vMoO2%{4u}#)XG_x(z{v<
zfN$^lc8vNzr<b*z?=Pl=uN3_5OCW>J+UNBz4>xx=&jYKUWPJQK3|{CvpPKaU#;+>O
zwA(N9@f)9?S8p0e9sx+b8@*ZCJ$YPqxR|Y8mMqPlD#3wV&$#$J+3fyn;Yk_Nekb-^
zyANDnOXv$zUuFT94zNRV2|upu`R!OhfOsV$<zzs>Z3EPej)vj)lHEr|axkSU&s(10
zykUmwOkjRfQP4H3&f4>2KjDB|qy6PM;pFA~bCrQoi#PY`K=Q`?=HuPlRAxJu^&b59
zqbxk$?q|9U>jXj{vybXd{%w90Hx~4;0S64J?jzaCm<UHDMecmvMsmA3(&ncIz1V|}
zo4lLB9^+xXnoZl<BYUgv%KD=1rUxC{oT-bdW|(b@w=Ms@8)Z+JeZ7^daO^Q5t<*<*
zz|I1g5vUayCf!P5Ly{klJM4^7%*YDyGpQn!*il^{p69ECa~5T=pMJbJZP_a^s4nKD
zV>VSRMqj$$R}{}35Pojbn4uj=Hr19;nSU2#Us7KIcwOK1iX_}-^!Z=Z`ckFcnGpUM
zGsfEJCtjCNxMBFZs_e?EZZLlR*`_g{5agV!a`RTfAh8tpGbiqHdTaTwhe-L#Uk?eb
zEZXJ&oIc;SEy$|`6^m6rJxw=x>slVb$d0wp#ltNS#hoQT0UtCP?AAk=P+lfh<i`LY
z(tTN)I+(ntF(>C>J#m9)qp$IjQ~HF4ZCgcKjwd$i+rt+*dbrT%UrP<dz=X>Cao?T9
zfs5wci|0E1T_e?H3^jLM8BXw7TlS}Sx{UbZ*{0v*>9<-EJ_+c%cO$GO-fr>%N~VC!
ziYC%naU${2_@oSzbY*LbhO3tGC%fTj0OAa1wtnT&*vO^p$CszK+R(L`C+%2I*mJv9
zEGGE<)#d^@P9jUt<hm^?J;S*Z4FUi-pM(V1>AVoVYn=EI*^q((S8BiqTXBjH1gI0<
z&3Zp(7Qz+RZW40q9YKf@U8-D)G+0Q7v&J?2@LY|0Y+7%~kDUZEG^Y7@9de;BSAIdR
z4I-L+_?2o?9OJxb^U5H+c|rA3%jA43zI4#OGnq<R0W)H2MTr$3EtQ6YQ8Idi=&%bz
zM3D<TY2xO-%lNx-tvGbck5xq5%^Tml)z%ms5d^PrgZK^an1bev2D8bO*WA}GNpIPB
zz?1}uJ_tP&@80Ob$QGipQViGs#HD;n!OC_-4j%iMH+NTuL&2C4lK6?KTV9gT$bO@*
zIi>ec1X6HpPytk@ESqu4#3)jiCZ93Vonp8H=&?U0BGVQ@&98gAoV8=--0!5Vj?YR-
zpvD|I5A(B>Ju?Y5OvzVVGE7Q2*;u#eDqHJ3*Ac;~q^Wh&$VDY=rCy8i(VI#oChhKm
z5~YB7zxW^~hF5QI?`xB99MAiPTX*aogn*!3S@X?X;tqM#mR?6)u8a8dE%yIV<kZF9
zT0!fZr(du^6g8iHvL8Qr2MJ$Ru0k7SoA6G&OKxpCk5A68?hax-$KH(*r1oCCTB<lv
zcE!u{IA5d|R8r;Mf0J1Ee^vc4jvf1j|Bn-J{bRlz|9SfY(xXOsLKz@&x5W>bYb&U5
zPAin8Y9_v_@!9%RX7q~gZM}-$R%<I`h@sF8_nVY&OW6a~KfS5+)7Vf^xA>?oQMbH8
zC{(qW*H2F^`I4hb#JH}fStHD8YHe|?YHdI4ci!oun)jZr=P&TgZug5uS@kMAsQvt|
z3lIg})6vgppi0>xwm9?8PbAwk{;~U#fT69hJTkvRyXdpn>J+Eo_*8>n$Nt_uNs(8p
z{X9Gk^026zAV34l&t`8Ga)B#DiokXhg%Y^l!I0i^gL$YEJkWIBqGwkJDe6kG%K7*x
zVc(*k{ppPlyc4+X3*a8ZR{La}zQ495VB=cj49dnF-6;qMmU&TJvdF~5S-dCdy`by?
z*Dz*eXF~}8-Uk$`d~FnMB#xnoQ;iDz0xf<UAjW<XZb5QE`Qgo!)cPT9j)FPBz7N>$
zSgE9~Q(QQi)~A8gT&X-Y<G>6<ko-dwfPF8krfoY9dO0(p#3qY5s@rCCv`w{48kB`i
zTrh@7OG=T0c!fbqzj?sDqKeLoaaxi*voc1N>w9KiRrHaPs7+C!b(YdlK1UE(HyM}k
z<B`fZSLVB1c<F@ipB$0igxv{@cWMWqzZUej|AJ}VedmMAADnm5f+)>p#~mpmb!Gvo
z%N*K#+@>v@fqH%2ebX0TVwO{{0?&sr4~u9%-#9j3@!7%o(Y>w2p#XDol$Qpy!_lm^
zJ4s1zM=fQ|{b1G^r?)Vjyk}U<`~v!2kDRxyL&%}+f#+B~Wg{&CdJ5>+yP1(!fRRTR
zA5g+4r-0g(G!zFLH2iw?+fN!ep!qh&`g^h{uy&YsCwX4pf2FkY-J=()>BLmGGwmN6
zd{b4~>_oBMVIw!B8uh8Q3L4M#Wo?5G8-Yn^p#EN557!G=RB43Ao7%`<c>ORfSgpi7
zlULB6dY`mcrb^G?tkOYm`~Axvzix+DcoLUp)gca)*<zHkqCUM?!&JN1raEWmYL4YJ
zBo!FMwI_Tx_EysH;jvB&o-psI687;0Hs+Jsd8z3i4_FVMyG~yCI`=YCYoXwr*q#tn
z9o^=d{*xy`gOxvRP8{29tG+;9*-2-2&fSS0K;X<TMBKU=2#-13{+7`9-Ja%{(BRDZ
zmxLJfwyDX%;_)=>+wDw~{e{xY0)P8O!JDrzBW?WmEcQ;@LqaSD3%lE?Hw!C%&AR8>
zG^fP>tcF9$VXKHhA3Ae`emB97__&71eFuHHMQr!ClYm(k{M<wV#QWGl7!$Mp<P;B=
zGes{A#Xqu~mo)Qf;N&PQJ6Sds*+El^d@1@;Bgz4z439gCpNJEYu?>%RL9B_N)p4B2
zd7Mb}dHn|3)bUW*#DB~MJD!cloYSfC_3O@V>t`4hf*s@c+@JbRCH}Rw?wowWYgF`d
zwriAeEO=mUa6D@sx5aK5*)6zq$6ZkjRA<tdu|poS$x&gYHd%s23!ed@?AEyW2V<7j
z7LSdjE4&jsiN$z&bE|XU{bo@bQrXeyd}E*%C;(?~8ZU*(Ko1~=$7K{Pb_NNhRO*^B
z+eu|(R`-$eMM-*!%bHvCKx3T_p*~TKWG*?DLuoAj%ij9McjMxMwX7<4A4TJ+y9BIY
zBqNH&kqF4-*pWXCeTXAHI9O6#MA;~Cu^{2$W}^QXbgamq%A?`pfp&sVH(F!ZDP~!i
zC-!!NcQ?LMADRp5s_J!S5-rrU<(T0Xiz!HP%B$z_0CDGL#39{2(We8DX(vb+4(>2g
z_V2Y)LInHZMJ%;#g+)dQe+<GmUg8znOwFUv)YL2m%<jiQLY(<p^9nBb5ZJ~6T$Zr7
zNfJ|_@xmq6)*Oc^qkWdpoSLXreXFpl;{G`j-OTN)vHbNj-8WJ#tv}0g%3dDeUU_)<
zp58`EIFi~+EV1A@{$OzIUwC(#a7I$O1ueAT6pTg*O|;-3rPc3c4Xj`STy<Druq+*Y
zc~KOfv$`@czfn;O&zWzYTjByj@FFNd7|wT+Wu$hpm$GScEt`{xk{BD`gAgFNif+DJ
zgcPvYwYuk?Al!?J*oj#PD<`zk4QG!Y$-I%E=SQf1)A_pT)yXTL{<TXj$Yh{yiN)y*
z?d+4`m*Wn`O!ztXa8nUVF##Brld;bj1(KjS`)?fd+8;<Eu@-Ha-^@LFsBk%qKkl3U
z8hy8VeM+NU#gsPq;NPhf?)czG(W6&{=R22J<+i$8sdF&m_7xXRp&a_a84Zy<!RudP
zh;3ww(%#tgO!(v&zG)>86MG;Fm_RARvlBRf$G5eB6Z&4Xj^1Jzw=i<M$!XK=mzfD>
zhXE$0|M2ZxlWTy?oTXo!1X+E|-6ReT;JJ=d9Ude0luthxbb5@`r!G?Tt4!3F+n9%5
z1n)KdhqYekg(BIa<<PvGEaz;lK8-3R&_4<IQh6o6>|MPiM|E#Q+e|_&5?s1fHU@2G
z6d;&-UO&7q4E24TVo4ttnIPATQYRT~|I2@8zt3L%OZ`8x_kR`fP-qutm(Z}yq73=N
zt3lgrQnYhH=Cq?$BZ?&tOi>~kb3ski8=rq(cVJrZ0UapiRSFTWM|YojPG@)%TG4u+
z0vEguNCm`2y*-fj>rwkWi_;2gV-x-WjQB7<YKPwkYZ<!)A|}}4q}mvKKf$|D45?L&
zLK~*Fa#`Y^wWHQ$WmLm%<Cf};TN1-ZFq_GW`~d=Vbkx?W5>kZp)`Amn;K;7QHU%z}
z#MX+<RZw)EC#DO`SlAG+YN)-&hdmrxSsBji%2Ut1+sFVS;Lkz488qLGh)oJK-Ldn7
zx~_#Ghd#1ywV<ykLUUJLlhBH-iX?ihco9%Ee`%n8h>`0QLEPN?WKUcuh#bVE19faH
zle!X2LHn{5Xcu2h)ys--EFU1zEAqk91haN*mVCN<EdpISJus>Xf6RgP7Me%MH)}m2
zyO+DCi&vp8TQ<9;r?|3R0lT{8qc}kU9LQy=&dIUWSN9T{0`YYV%J9u#XiwUv7IW>7
zaK!;rV&jjb5tiGpt@!)M$rG?*iX<Am^dCh4z+E64vx&@Kp7xiRP{wB}Z<rh&N)adr
zB#Ov7;+!!>zmr%*(${|^C#*lT5*kSWj`&*W0tfP!zt{-qQT>BvO0WON7f*0K-S)p;
z0BxpB;_do^;A_XsIq-7Cz5j>t&Jmd|<DFP?B&N3==NtccNQRHwxr6n1%AUFa^a7o-
z2&xs$$D?keFKXq{JTrA7d{Ux|Sy|ynOiYE#3qlFgLe-*+WdL8gYll6t?>q?58$iwv
zW3^J|n9+Au*MEZwizq-O*rBbIE~H^(RzM(Okn)*>jLduG??XUF(<}fbgI5`JC!K&K
z8;v(tRnoBeWVwnF4C!+N6zGZ4>^j?D3?Z0Yy{}Z(9PeFw_S85ObFy9Tr+)wd32@#>
zJ`^RsB$lukAX>-wc|rIAYxQpBVas!5q27f#b9H0dPhOjAsWt2Dn*ZC~z2?}NN#~Q<
z^VG{0G#hq557eRA@YgrS|7Q0_9^-`{Gg`c^;$F6a_SOHv!atkAV19G;xd}2jta&Xw
zajldi%k#8}+<5^tfc@d;p}j3~F!+yG{Vvh}o^;CX%|8?+Ty5^+*6$p6UO7x8nZ@Y`
z{Qkh^@EDz{^ylOu;M=O;S|tF&l?Gm^ooC!HykTK)dvhgvflA?QXt<==*(_Er6+Gh0
zg$V^h3cb?j^aY=~wiTw%o*(3@Am0YOPnhohofeS2&)bbYAlSl;U#5RVy$AF7``KhN
z&#(G}AugdbsIa;PXM9`UsMyC9zrVbe7*g6t&WtQA>LjNt=hSmkuqDP5#}XmRqg2z`
z^xt%Q;t%6?8oncq`v`Mogrrsm*cQJbZNo8bBUMc!*=@sg4zYR;VS3*()K*BmSD4$X
z{5l%({K&s-dg)mOScB?7R(nV5M&10vt;5c^YgHOl5>79*=)I29oopzM?@dStlD=A4
zLs`elejp?J@?4y)ta1{Umm1hSR-{-B#;yp?4>-`URRL=(pEheLB4yky(a8AV(=7fR
zWm9^s7(KiLBYnEqN068>!?mv51_Ph5B2K`YY6bxEF~blujaq5S-gSSmt{bShd^a{>
zSy9ei7`63Ft%lsJ^<Am$*!y)!+w%Tqth{hZwkrH}#S3yanuPjjMs956T6rY#cF)-L
zyI!Y0<g??ImBbgpU)B<zsh7(3-PN+;(^{8QXS{6n)K_#!=IB8Cl4C5xDPFoIw1nxc
zuq0IV37BBz)PxQSl^0)=*u(_T#PTIA7nsViAS6{<hP)=UUSORU4C2o%%y05aDo_UF
zZ*sZ!c6HSaYIBixYrU`*(@(#(ai@e{g$yrEY>PDi$^5Q$&lo)XCn6&2yRt{{q{(sc
zZ4Xrfi3>MnictI|bZ#QT|C?^0&tv^SlzC$CKblidNn&JqJ3SD4hQWR}>{3Ii3Z<^K
zun|<(n)?eh1kPu~3!ztG`s${TfyPJX!ae?ZygXZ9`;zHhrNSzjh>}BW7RimQa|iko
z`eO{4vX&ooXz!Eq61uD-$Eg<*2%)prSt{a~<`b?^)lr?Jxk;y&G^1En;Y`~4B6Hqp
z+L85{oiiDA0$IT6d?FUd$Mx8{rL-T&!BUiOus;f`8n4{Eu>#rkO=z#=F2?jme*mwK
zX8mZ@@M1jrnQ7RHK5O-vnjIJ<jEg3BPz#gam}hl86DU3DmW()@C7+izQOZeQe;6&v
z{>u#b{=gQE0HJHqQN^_xQeq~2KLJ;EpsloPe%Mx(5yQzu>Q$k}8!6zU#4hLh(zq*&
zk1D94MdNwtBq&4F;<d~+c;ia)k1swQJo8n{ArK;w6u0qEy&XPz#(1nHecWvb@^imW
z1;3a*56!*cU&KyS*|Pe47`>J9?V1}RR4VMdwyDlq_ZDt8`hPyMUJBMq<NxC6e|H$U
zv;>j)RKxU>KwSI&+^|{cu-PzQ<-kQ~zAf;LlWEUeaQ;?*0v4PE>bYSZw8a$AWzV1#
z0zV-I9d%59UTS&s?WE@j=J-I|?03_>v9NieQLeO0DYW@ZTa<L9W(V1wUF=U{EOQ!~
zn4mw`8>{qvz*iO~R+`N?m*2tYFi@ACZ>v=$J5*OhOK873#AOTt?#gZ}<KW2Ry$^s%
z{6N`GsRW@FQldr-w&S?$rA=*&?~(j5CBwr|WN5=+itnAdpme*RI*N@@g+CnA4F&|@
zbkeuL%D}Bk!sDBsMP<{H?EDetsl&z>UMRm6G(iFaPLC^;kpc;(?^?4EGtU2WpO$S%
zYF6Ql27K$F(QnE%pycUB;|~a4hK;iUU6WW+<h}hWr&q>UH9rwe9Kn8ef<wPwGC5>S
zIg;bcJ}*d$>ev?66Ve^gX6ZGSJGG>YR(+MtLn(s*&g6Qsc;o;iB#Ex2G@N-j2-3VW
z{w-LEbrj?1y9hibJ6Qr2<S20fu%sXZde!L9!4C%TedPCR{<a>}08Ke-!=zzQ%~02v
zG7j9S7I>6c%1=<&+PIb3-s$BJ%$y&o2=Qm!WeR0s!lSG3Fh@1`xN~_sQ&j-dU(NKq
zJdBdaN0ddx!-<(bl?Q<`ulSMyANON(FxMGxhwx@{>NV6;=%NqmlCx})RA<}bOS8FC
z`T3ubyCuVEbH|IKC@Z*Os>Mb3AA-irlTbBiLTaE6ORbl>s8%qxnp=RKKCPK%Uwp$<
zBq%U_ky?H(^s#bxP(_lkt`P|s`fG8t@1BGB#2mfkbZ}!NP_|)QKq>_GhyJvd$L{fd
zGq<RX(j$6}wEihv4%;jqUnZkaoDiQbGKEg3SUMhps}an^U--#QErm9M?^jT<NV>*p
zT;OX70?L~2uPU0mNajtBkM|0W%PJ~{_@AJ|WyjfR9TvqF7Ax=L<5>*MH9LmNs=U%p
zZXgC7;+3HGk{3iOhs<ur-;E<=n%s!CdZe{2pYx~O!cETBm2oAOSQsp~a6>3%(iD9I
zwVMxnchI7fQ~GPK=xJi+c-$+7YOheDLl55z3>+RR-cI^A_h@!{MVHSZd}tlQQL3nK
zHNMFH=5R{t?~vG`hghGvo3Y}bAp8tnxdCHlOH<xpCr&6CY5H$~k9AJ19}Es0sBUPW
zv2(XB{?{gtEy53M`aY$-!gm%g0p*&A{}BGe>Q&ZBt6hGlS4UrokY~1%@43LIU=|jG
zzvnY0RcD%h=k<q2yh+2JD;LKm?JvGGo{w1vH$~G_scJlKW!<G}XhK(|Qs_s7(L1`$
z<J<kfG~RhsYO}kYG!cy@C`PS>K;S+`okXa!=PnF(v)$rZ{~>f}ZwgH@$9~D#KfM_E
z<F@wbEnwcQZ^HiZBb8)Xf)<__CT=4;m!$|aO0&G4b)$P~XlYAw&Zb*Qy3`>ZR~Gll
zKl@!m*TbW{=UV0$c2vJ*R8Ek1+vkk7k1=vn4U8dOepH#D_%oJP&TPE3J}WO8CiB;^
zyW=r^tU8x*8>~>!ZJpQXLww|u=nj$S{WbB2TWh$9tudn-3*UGKZ6&kNNC1CwT7_Dj
zICl5Yt+@TtnHxs)+u7%22fn){(^;f2J-YF0)Uda5qjkJw2P1Tu{he6R45!uS)ul##
zBAT$@u)ZgY*sNt_7Ra<V!~n-4hC9~Y^Q8sE#0*`+M~2{^<k{i<nxStfE60^<IuXPX
zg}rfxna1S&Ns}~b_Xy4L$j|(9w#jQRU`{f2n#gOvwe}llr*>Gt-KhZCUVu!-;LiVa
zWUZg0-Q#!Mv7M)YTDh|7NYVW4beWuty$X|wHQo?ne{;Hmb|VMdF+{%UCzW`T^f7!$
zySrgU?rj-#g@KVW{gv9B0d-4OD_ngSR7upm1jjr+EJyMZ*gJ_x_jP4#P{F}rDf0Bn
zy&<PEC-8=c4{m`MMmu$Zb7H0*kPruXcyBi&vZ@N|aQ@Ma7vQ`5T4IY!tCkzb@e6-w
z3oolqHP;NZrJhx%k?T9V6Rc5Cfu~&x`U#5HRqTe0$Pil8O2xtR<jKW_%J<O0yu~Ed
zQddkxOZfZK#vFBH&jz4ro*uoJb7-eKSlt5MHzvj`RMcc-)MQkO6slBIWN=g=s_*WQ
z@OxmYw5Bb0KN~PPSS0`a`03;)0t(N?3`k!|nfp~lfPhe}Dhd6RGi*{$jqqF5RcBzE
zEt(y#LtceRS%-~H9Y>DEX{nC&GohMJ!LOaveBCSct!D15UF}ceHzx57E__!ZB8yQU
zqIZ5sa_n5hRYwa72+KL9CtK97;hEJ&=En_h*Hj2>*VW25>v3^JRH$P*b$Z5UwrR1`
znr<v5t3Sj<Q;nK;v!_^+jgXj~3D#>5%wA#nVY0dT=yG>q1XF4a1oUe9cSP2)Ku2u8
zI)r~4-Blmj7D!2h4%p0VkPOo+(|@e%q>q;-q5bi|1CexYXis0$7;>O$3i@<*mjgK~
zczm1{)|>U6Tf8~vUcKY^(DFF(S>AcorJ^~9)!7^JEttvEEZf60tMj@(XLAZ@2MX*X
z#mVEPDX}BOoyW*eB4z#^{r4B-o-huAku-0z3+*n`4K}woz_PP@U&GBp##u}SvN<x|
z{@EpqajBm_$o*RMm7Nw3O`ajvY?}^GLfNcHwNRhMrQ(-bEh=!kh@>LsNbK$)1JVM?
zV)9^EqKjh2i^qP;`H(5B?Y+y<hHX3f{H@b-iN|~iUHZhI_>p#r<@1)&1d?rEAlfvV
zwKv;!Gi7m8pjpU|*}ARh&k^G1p-4R+=B_@*3R0_)efg$Gwta9}{3FyQR4jGfl8h#6
z6Oqm7C#D3l3K32yvJ(-G6dj6aF*STWeOZ~|U-~lop+*q$)Q}qUp1}P8y?UE;ZJ}Ca
zN?%`TzTymX0*hr*q_OdryxhUT({BN^vLB+&7y5qQ)d_q!o>QO}UG!kU?^%<j&Th0L
zixzZh2QP8Gi>8(N*#f~FM$<(IT2N)>{?L4Qs4%}mOq%}P7}j6(vs#};tsHM*{uk45
z)L85m>n5-?Wqs{WapCBaAH8gwmOpS5oY={ZC=;h+dfBEt(uo=Nq3aVgSgg(nRE^>a
z)scf8))95)5W0nmN^RU}a<fL)X%;zW_(CgszY}Vb(dk~NM|qwD;CiLNaG*MomH`>m
z&u_k#Q^~98CTg4e(Z%w3=7*Z$)g3gxPD$%LN|Zjq51RO~PMhe@JhYjH86GR)3*4=O
z%d8c#HpZ;24DjvWYw6UM&c7`K|Em9kNE0U@Gg<Tl40G9YCGvWr>wpaFLyh?GI?JOD
zo{d#XW;nI2bT|pkW;JYAp861?y&@zFd<;;143LGx|K8|%`KH=yX0|<dnepJ}K-V25
z6N<xxqS8|efPYIhek%K7GPs{&7dCB^|Ds$zv>J#QpuegoYt7vxsS6{RJUU)YWgkW`
zZxLBhj@S&Q4Ie1NloE}Jd%fL0dS;?NJI6qzQ|<WZ5uFSUDT6#m>?J(p45vQ$oXMqn
z0s!<edbgr#(P!<6=C%(y=Cm#v%i@1UuO!$wND*6cnun3K{_s+cF%WT%J*d-H^$ZWd
z=JMAYjcX>4a%|nfrx5_G9=AI$k8Z#8Rlj8H-d6kHzSpwSc}!is5n6ewiiX|mM&_TM
zws2wO*j)JfANqdB?0Q_8((!plO}%XszG#F0^5?f?@=eDL&+6r~S|*Q5Tcus|+%Ju&
z_7h(kkJSf7qB4x$p8yC8yhQ8yZE|PtIy@b%QlFY|GC|Wg6jsh+)JJpP@2U>jIY_GD
zYG~R4+seyxVv~URw{Jbk3~#FRk1lLFuNgI~-Z|<yDcEd%R?PlIin%naZBU(WRX4`i
z(nM<}GZK@fyIIim{EOvd?5-}1sIKwzM#xBcdwbK!l~Wk7axUjipINLZheUZWrCCnP
zI_rqS-!L&Rznr8DGaEWOy-umQla8uud}q(}I|QbJFZ`<@6i3YqyL3;o9zE?@?txD9
zJ2NV|;~N5&mlR5w)}*x<s7okCe9eAOKS^&%RRp|f?}BO#xH%QY5cZZJ`kdW!ymGd+
z3KF5Q-1*B|krGsvyk`2OAo$yZaiu`wHTcW}$i>(^PZlbuh0?aYw8i0*;`SxW-k;x<
zC+E|$%zlnPELCmM4z{vVXFM8_NijfX$!3eyGe1kR;xs2wO6zC7@Q6&bW7%Kw_(90~
zK)&SB!<lXh{qwVb)Xt8ui<5vO+J4L<J$qP9gGs(JuyjESgvOD$lJeP`uJ7~bj5>|(
zNqTKPuu}cN?g~kuYQ$C}ZR!m)p=_q@qUAa<&J&jvMYo;DkR<Ay5#@B_yAzKI{@tI=
zS2USy(E{x}eaO4=y}XKR>yjjij-fbSe{h^^bA#a{r7!sn$+P9*(D^ol-fT~lH>t(C
zHAqWDPn&7Ses0hbi~8CiEvEE&S~=;WHh{qTZ+s}$!LPhX600q?l!ymTrm(c=RbuAd
z+7UEck*TkLOgwoIT2l%#i3@D#&9yJZIG=vk@%(1}`g){*J99GY$44IYn1fn=A~rX{
z%)QJ!j$SuWqB#>G)HDUL;;HYHis6$#X(Oa3gIS})r-CUJ!XrtX$UY5t(}qZgJ4Inx
z@rn;h74~a|JECH#u#uA+|CY}jpwxMFeZksk<Qx%6u=gSU3-jy*HnHG90riI9M9^zc
zh1#s_--s`4OvcvKlE#LFR70|9uO-sWG6X#7-$q$;g_`MjI%@}>^xs<7n#OU9cUn1R
z8vXhZ`rCD%!_C)+rN>ENN&EXr1m#4>3hr3chuB>Y{qS8>r>fl$j}-<~6F67B0$r|}
zqu2d`(nFw9TygBKgfFG0%H`%V+Hwfyyh=r?TF2!;YTQrV1Yn`~gOFSO0S~$dJhu7l
z_mfA8A(jgm5{%y|5^BeG*A+HjqUI`S4Pg>PW>_U1@{&4>N|H8d<XmmK?7uYR<l?LT
zgN7K`i4KpX)wJcljlS4}2S#(N>xenen*yKj**_%&J<W@~a0vTdv*bF4?exn~encyf
z6tY;OfrG7d(ADbM=p4G*zxXQtFR*U;iOOI|R{jTc{}*cGm%j9{{&owobmzi2-689p
z$OMLAxG<ckMU6Q#!v2_lq0T}(d(x4rX6~a)mW?-_7@+idJ7k`%s#2mm3ZN`*Bwta!
zVk4+f3meMxIw<zX`f1H~_gZ}<ONWY+n^<s%lzhdWhgW=>M%QOqVBezOH5FBuB2fh*
z)2ue(v`Ny~PtwTHvQaq1DW^>yg2aI-w|TK6wyqM3_nhn2`>^T+p=W>HOI#n+$cTth
zCYFF}mF5wwB2Ppmj(TUCgel3!+b52rFr0TlpI(-0z3<!;VTS+fE6TJDRhc>&cI8)D
zt*8j3g%hn(TV>{tVbs_%$3j-=%pvu?@<ROWU*!3TP*e(>#fS_PM^wrq2TNwkFnc4f
z{926Pr}!pMSSmJg7tLj$<QZ}Cda~jgFP?e$CEnJ4Wlu@ec`v#clIgBO6Vi`K2@FE^
z&=OfVFJSdL_VEyKAk%P1ScR=4(WEo>H$-j!;-SrADyKH96qjMLz+S{I1{D`3ms+XI
zg0yW(<EGO=cjITj4}N;Ev~)&n!b8vMR|OsDvfYSs22Dpj4v7=SnBnQU{SddEQNVhA
zVAQa!`r<SL*=7ZXSgW1d`uhjCvDm*DdI-HAI|AbTNpL67B{>2=30-nWzHW@f#F{Rr
zvYwGwc64k5iO-Sf)`|nK36@dUv|BUh^w+fnC>Z`;7mMfd<XEA!WQrE36fe+{CQNY=
zQkOH#`d;vQQ`~+Luci@-%8C*5XDtwR+`H1fZWTRji<=1i=>hwdYQ;5N(ZEO$%^rOZ
zxh&LRl1=;jM!tl9dvWJ`d4?EQlccRZ+TN9($YnI)6+2$r_u}pFUii7IJq+{Vmnqqz
z0RW>m2|sgjmDyIHYFB33GJ1ZV<lGK<&+oH7DCcv>pqV!IS~1HSK+J4&yP2I~gO;IG
zh)*)@4^Jq+#@#^J*eT>DD_1LSa`7SB^YFs-#0qlp$U^L<Mwx(^LKxB~)t_Ac=DB~&
zKg1$?c^%_9K<f7R#Op>+!SWvxF(~P6G8l9WHQI=|3PN#WNjJqv1xCDAT^<8cUQ4R<
z6v+uf&U%<x+H0W0?^``CFe$2?c3deEVO9U2H}q^RyQE1Lvro5;Yi)l9PO}QV*|})!
z>VP7j_KON`*~|u9w_Q*o%>gIDc7Z)u{5<8fJ$z(@Oh>1;=<s^KF(58r2YaJV>Zvf)
z?HvjORtrd4>*oZTmunD-puY(8WD@OOp5g}FFgVMkac&2a%nDVp=%|t9UmcoNm_=cz
z*n%}&C^!!-ccikXd2mxv5iq87|5&$_{LmK`Y*m(mbK_qJFHzl)vh-1x+pt;M-rewz
z6Hg}FkZE&b#5d{3lw!K{sz`X%<Vp7U>E~v{2(L<?trHl4P{Vyq7apNFXsHQHo`)oh
z!clrlmVtyyKl|0%4|!+^0J!U+^f;nvAO6d0Lf3(p0HZH9Hz^Z!)|sXMDMwcoU8J7s
zyyQ$hmQ1c2v2`7vz>aRtv!1Da$boi4)nwlgw}OIv%z6G(LTFQ&=tNS;err9LgL<8a
zJ8@@)85h^KBfK)1wej^^6fID;YL$r4MC~-WMA3JGGTdZ=x2`|Saq)tT6KI^(P(IMA
z*ryS>vQ?pOc-hAPVT=4fbiHLzT+zBM8i6FZYj7I3;0}S{?oJcj-6fEq0fM_b1W03z
zHxfL!yVJP4L*B|h_q<*A$E||uRf{gFmdrW6A>W)E=KLw@GVzzi=TYM0l6PzD=A7*$
zIkmrpR1?=8utEYu;oe?t%D+H-P=0?*>>i}aCS^hi;0@30EtC^4E0nO7C_^T4Q2YKH
zRrZ2Xb%pwarGzB;XsS3REsF$wPbwF=*xhyO+e(RWY((T;>ukUHl2m-v*QCP31tG*X
zR<SWC-4%i9yPHBm-NSj30#cdMNZb+5STtk(MNRtI7ePCX8XO;LB+^l=-B!ku!{?AC
zvp`BnU4+z?8@^b^iLs!KN2agvTLfbT61pJ^aomi-@V2btt>h=6Ib{n&#&8|Z!2#2G
z#DTQSnfefV53ES7(s!kY%Z=^TGCvMRURmf;-JW%uieNwqFPda9MN!au;@^t7(etdY
z>1l=#F4UtWM%<rslO?{;W}-rBv5w#i)u%y;l>x=`c40h^jb6k6#(!&tX~5ZRTQA0Q
zH`~fOzAP|~zMVYRd!EJk@55H7R{hN{X`ZJhSNpQtQ9kN&-|h7UB>y$r5^c>=Oq2m9
z^#xpDxb(O7=I~!w`|qE%J53EY(d0Z=8?Eg;@87Ui!pJ1rcpe)bqX^n;o1T<K`9wQs
zmc0GXQgYs`!P*a&rI-E>7mRN}{F{|HC-;AGL(NVVgnFRB%Ph_5k9bAWXUT;<(N_BY
zySs-$da-;5^C5~Vmm=P`SgmZe@!Uqt^CXG+8VMD%yq~7YXm<JtsBJ9WucKctE{ZF_
zfSsL`r0qNf9yk_4VtFE>n|nM{)WQqZXqffAByqIa*i|D@|4hcX7wcio(sK@`AVruX
zAHA75!#gy!-!IX!CM&n(AjMHkm>>a&;eD!t5N&jy*T(n>inn$N)23x)cm}+>Z!Qhz
z9?O_M7^<2WD}nT)x#E~DJ)(H0iiL8kTq8KQa+;%5Gm>kcwwMNC{{iQP#D|v0<7Qr@
zz|;<LF1}QD!ba4vNZEXo{9P~RSN8Z%M3Tk~2z>O}!t_ND^9Ki-;T#1a0YgiMqyqpX
zo6(;DE+}d2XO%Ar(aN9ZN}+06a5*oHom^2=?Q887%4Q3J7Hs)+^O10(_x+%%CL`A&
z$DJA3fRRfSF$p9)sE*s&K>{JVsp;WGx;p8Sl9ejsb_&A+pez<!T61?JHT{`^-GRm2
z80MyO1&*_O@!zcYs$@|+gHMs+kxn`vGt_aJVIS-Cgg~iyvrdR*NmR*6eYM?f54xeG
zeMnDvn4{NkS)X2;EId0&1?;YX3Ws;NiR-YhY-InaA8Y~a+y^4D5?dqnwTWP2kMHo9
z-_2LO-jnXqN8RIw_D3IC)6%oqh{Y#^w-pt0ziL?)SQ4f+GqfhVy?!I8W|NPfz%K7u
zmn&i?uJ6?W>Zjz{{J0AKZjJV-X#RsWmz+F<J?DY)uUc}2>dMU|BIRv^=B1sDEfMWX
zw7F&xlMk6JHw}8UN5!)L=w4#l`>`V>B8xsiK?HjAN|bo`zLbrWCZGX8g;D!Q@w^wH
zgp~nbGU(df!b`FjKtr3g<d19C*<L#W%1?cY&&!T&zeh%Z{BVZfe!|Y(6FDD^`JWqh
zHU-v;7`DIdkAt@DBOtf+zSS5GFQ>|HH1P$S;J7)~@9^N&+e4JciN6<I#c4arf5*bS
z567orE72c*+%3#jUThMuUHB?HVoM^$h&1<xiMoZ}$X5$cjKsw*9-noh_ySU4*au9G
zY)_$@0n-@B*<3+6K>bAbi&qGKNL?s6E$$59Q8pdj7*622ecGDp7qA@R;&(0X|74l|
z>z9u7vRU{h3r;BeYz0~qfMi93z_Mn?P$(yOplg8%SaO8-pX9oLgySk~o{GNv_O;J9
z%q5RUvgKT5QNpSN_g%y<K4Li^ylvS@%kn1%cy)#=&43lAY(tVhbuOCraO+9oP<y(y
z6FFy+V6TuFV1&88`NZz=hJ?7C5%=m-{-Pd4ra-HBh2H$8Z~%AnYJrp*)l|xqy_kOp
z+YbHBL+6Gh$IyF*6tsPJ=a{PTxs+wr1d|!Lo6Sa#R0Oa7AF}ikjpBZScoU0%jFYFE
zs=K&|;XRxd^X!vW-OL^s;m#*`T#|iLb_04eIO|&U<@GwYTD0AGi`yoU2p3r>yJkip
zBh4gse-?!jPNvfc0F{w`#c_RHnVd+L3ZG(h58=UN@ZUXAewkKn0M884rTv2!zqClx
zJ-p+_-1@zUpp@90vUgg3P(YtejeS7l5}UiL&?NCE@z$2w_~53)Q0F5uAYZky-HT6_
zD&r#b@00#-79iYt{H&W=QNr%jit7HYZ03jl;AUgY^^st&rHnAIdD9__mtvUk2du7j
z)X|uCU8#VYk&2|-N<s0?G@rf~qvx4RQC3!V0s&VhK3L;h=9|*=uj%<oY9=gigh4El
z-Fh;gy%36sWLc%gP1LCSl}u3e@E_H`%S<b5>;L$g$dzJY{!#Le+e=AhnW!$)E?$#O
zw*kHIG6!QDa|MWmE|ZBZE#7kH3`+zqy;`T5{LgRS(wI~g1~>gkIkl;>Z0X~Wtp}`_
zgL~S@IdURLW8t^m&QygR^Nnj8ORs)NZ8ZGNRp5=5WH!JqK@e+U4pUViJWiR^_`w!x
z{3Bgm#RVCexzF3BEVg^UIlag0z0Q`<v|gN=Y>5_=vA%dLtPR}3buo27W2Y};aw2uO
zB))sdCmt=B6Y`_i)gtYkXI!p74@zqD%V;<YP8b`|x5k=+rT~qlIl^->SR65-#dpTF
z$hN5inZBmM4*v%!@zm?XGIr`}&mGh4U4QQ;j6gCHIp=PBl+Sy<B3<4Wq@MX{*!@iB
zVIqI6MOObJ2e=(!oL;P6PD(Fl>YukiK}OGw{Q7+Pd~3X?6!|#{yS4rgr8;Mn35Wdu
zQYIjA-cUPduJKW=jimXA3kjkTDz})2-iO3`aGW{OlBqJk;>L)u#6#53{BB7=Ma_va
z#5pW!SZ|1*-zHb&ME~=|e%K9JP*7YP*5K*dw1{`mDxA8y8szjsquiu)x;s88D88Rh
z+e{`KTv&ayHFxG>H|o;pgEUKzQ%Vd;X4w2x&cno%=4S<=+WZunm<|Aa7x4Z865R4~
zc<ktPu^UXCGWMY92Pe^L_u0G0)DI}NMyXQjA7@>5LqjXJ=yBccpkM6?e)4vMTC`df
zpym?}x>IH1GPb&i3QTN>uN^;iez5qEYA&wF&JJD7LYB2(HUE%_b&F-)ENa~K$9BGO
z2s=tD&4)G|LK-`v#n_|$Wo2*5vJyUapty%&;3Iq!TgZcoE^p10M0J!bNuANXXqQ%-
zPCHzj`r$q|ye;#OF<~@e=<CpRmBgU+8s=^&wG^Npjvhx^J#_~h(KRaKx`Zh3*s4vJ
z>j0KW>}VN20ArJ70D?j0=NCFB>==E_z3nLJLgeGMEhy7SNn=M>%0}Fu^py&0j;NC4
zzR5}Yd1^9+=+7h#Vq`Z?Tu}SGP5}qVm84wJz2R*Bq6$_hHptz^Wshsu!!}uHj-BAK
zp<!<_Lbi4cCztqV9i9A`pU<d*2^#xab~;#!ul30{+2s9%P5|H5nl!Ul{H47(WBYu(
z;`r_*q-$g(*kL9GAY5*~$BJqTeqfw_Lt^uV`78GV)_a_zWQL;J_}Ok}Ay&h^i}N0`
zl#0tnx291)viM?#X}LIcy7zz}FR7Y38eHh%YAb;o(LXv}#<x9HDo~=#&F5aD1fiuN
zif`zRWOKh=Ix$$2|GSQ?N_bJ>Neb^G7w7_LO(v7}gWol;(b}L<TZDs^--YzZX{oYE
zXZ6*9DzCoF+q6EBzxVg;JLE>svqJN}KDs&TE~ik80-+|CU`T=tnZYr4_>owBz0~7V
z&eJP^@7z8s2Yglbdt8c(Qm2(2a2-844WVN@ODd^Y_r>}rO|D~PZNFZ1le?bB04nf*
zMC#vnmRtn^(@j?0szH&=*DlIaq<*9zreeU=<Gt>85jMkp=RLKU6gH2&Lw@>*z~UV~
zZxbUY-($N-twEuET6s`INULxdlXmdZ^*LVkZFX$jv<=Njw!O>qIv()hydi<6xlEuO
z)yYoUF3(FicIE5#n2ot~|K<9T6%Z8J2&>>H>_}M+QzKe!{d)c(05V16&FC=wa%yQD
z(KAlE>STQ1<E{XCOwNXT!0+N@(D~EZ5+u+=k2$POD@A*5^0#gYKbD$}>HUc09vDQ3
zX0ng_TB?%>hk6pvq9r4VJm?0Fh5#FihdaWV=MMt?!~{Vw!ym4!*s8qyMGc0Tb3)l1
zQM3vL><))(7Up!s@Lu@)>u`HsFbSs#v7*d`b_&r73zsB8r#>XGNRzz|nPyrq!f~*y
z6?a`v4^O|`#70wf##Tq~>Zehlgv%-p2(Za4u}6pyC(Y;klV$l#u}28sLVx-9f)-Xq
zkqv0qe{Aw7ysW>Z;x5SScNo-dk}#))O%FbtFPhI6+9cB3-bnrW6kj+PTv2eAd6dOo
z5Z7lWR5Ixvoa(m0PBL`X6-yC)+7(M56~2+mCp(55yJ<3p<8l{FulU`SGMo$x0V@t4
z3wv$UG@py=2X?3K^}|n!z=;=$xN2MYTZgGZ?s|-%=8t84^vzx^T;xH?!XA|3lP<VZ
zLNxLvg?J2mh>RZJ^7VdmMNAEGm_uZW42q5QbjoCx>#cC@nU~Fq)bhZ7@SCwNK&<LX
zZ4yLz_j=rtEK0(lmRw@Uf>I1~{9xG05Tox5m{a`Ny3_9Y)N_7E5-M&Z_zx{bz6-*{
zl>{X!$D6OJ3~!C$BW-abc8!g3AsWt()smDIo9v3G>oXG%KD>^+y%ZNKiJeuMCP}8b
z*3}}@)MQ6>Pm68P!ZRK1i5FW@8Rv4p)7iMy#vg62@KPL+=w68FbtUN=lxPwe(Z~!s
z^NNPQo4?3cc5@o=7pXK&qtbP%Q!}7N<58sSg3KWjLFwa`-adwt-|jpviQZiv2x!UK
z(O~x<ZA8i0g{^=6`<zC;0bLG&{d$nNz&O3hzU60ZZV{zudU*V;9*{k1_atyqF5Iyr
za-UY<Fv4=Twd$43rFb{mc6C<ZFc3#cQ~$r@Nn7mSKmK3wPlBo`MF&AeAUY-k@hVEn
zl`?Pm)kg8#{mu^}pe#g6-u^9IJN-Ym*F8{gRm<?te5yGmY7A`_A6CAE?Q~q%>v(u{
z-`~5dt}FyD8_q2u%nI)(uYfi1_OCv@TF{rZCfF)eD|&xm$ImcZTm{>yY8AHd9Hm6f
z-?FSwW2mavGXB!qxgRlnUyW>A&NEz`xkMi)v@4-HR5y&JuTNd!7&Et=Q8k-3aiC0u
zYS>GC2II{M137ngl-iduz8W9g5-QFri4UJRsKbWTOO~q^PuEyAu<TD$P222sJP5;L
z!t>4ezqx$C#G&(TWq9(ZEhHT}eR5)0R#qRo%)}hGNT7coWw&8w%3fNdkav0?9MncW
z4s6o4LUvLK0~kiHLdi2F1H>FJIl(q#-nCxOqW<ag_k{v36I=j%KE3IPRRu}Z208tq
z#}(I86>(C~ik{ewZeT0ftm4i{2N&gQ|FqI%Y*v&kSD9v-OIMVvRGVg;YgW`OXWoJ)
zDahDv{t#SI>VN9+BjX?$CPcRcD)Ee&NEg74YLow3WHnQdBENo^@1XiOSI){26oEr2
zPT1)7AbvkT=+ArYqu!fvcfQ0JAudum{wu|rd!RN0KT3~b5x*wbMfN$Some)0Vozxv
zxP{PvC^Q7_Tfe{dV$ehUaL!n6pK-;V0nns6yo{?lWG1GW*ECO2@L(lRxe|C4l-IZt
zUX?&&v5R357H!WhxoRvde>(9q#fm%R&!>TOkYi}b&uf4qrLf*KI+gbMk-akEI8IYn
z1gKYL{)e0pz|W~_;s-_JXmIzP!MT;Pep$)~MMdquPB9a6v7DdJI&B(l9Xj!Qrh=bk
zUSL$7vXBc8z7=soHXJ;=V>8&$_P-(mxSfz+#qhuA2ZrAy1D7KBVD-cx>*y4N?HOCt
zb4!~L0dD@Jm)BFG{N?>>z`dZC-%};IF$zum+YDb_6WC{gD<Dm>G5C1B!+LrYu*u%G
z16!4+47i-71kw-dD9YdsKs1bidu0mg?ogA9bcOl<B`TYK%M{*skT>b<b=*Xn{ly_{
zCug<C{R?m%O|C3tU)-YlR+~nEl!!}HLkj%~cn4@r?d)MCV7mt7=oeuK4Lc+Ce6Ga|
zhz;=%q3ce)At;9baxK6|h2i^H5JOXDXE=`gKP-A)=dm2E2XlrG3SG}#2_E|R&Np{u
zubM9|79~IksFrvmi_&;y9Ac`qbadq$cq0y`j-BVb?eM=BDv{FREJrxED{22AAGKW1
z^WE-=Z%bUNuQ_V~9;iiuLb>&T^E#|sT&E>=*`paf=ylD8e}IR~R5AU4nhOjQuK^vj
z)oc{+GXiID*!(bD*x*3hoD~ct$(gSuO^coD*#KLLH5uv5kdW?+uuj_4%tSfhMKR&5
z=;@*9i&C^s+dObADSRzwlwRFQmLbDk`lCPKNVk6Yb<LyQfdoJpR`}=M4^Bj3tnlCF
zgpGXb`Uyi;5pvUf6ivetjniB8veWdFL;6#w2|g=@*-0q-t<+mBs)4>A(hj{;v%kAz
z9tJ3vSj(kKY@*W76C>)=I2P^VTWN`p{0NsPbDpPT^in9`SK>0qRs_0wdRI^_8H0P&
z1EMz~{S}DI=*4DA&bTKe3{Dt1?Tx-3Sgh8CzXEGT<Kh}6PVTOm{={S;<R>-M93LBZ
zCH7JJ^r=S$%}vs7N0Stdl)A+D=bQ9=<4rC*XmDO+p9o>3b}24KcL_>qbwz0+lzq4*
zPi?4oSzhuBzlfclckLm&9ZZI`1QUU3{u|s&ftIY`%+Cn@;CtaUirC>stIT8~y_}5t
zcX%qF5(6%mhNg@yw<e|07;ua$nWr%&8R+`ywb~;Et*ja?4#tbVvvByWib2OltB6j+
z?hZ3{@y>-nPrj0pY8BIlP~za5=3<NL=-zJ^MY-1e@t~dyaok`KpQ5@Do5^w5?Zvyk
zGo*sly{W#7&J2-;h|X`_J@d`YMk1+mw_@Mb6J(CLx50m6p6A#uI0J5cjb_i(Oqk+i
z90(jGOdg8Xckb3J14IQ^cqlf?0yc;K{*Dp7Bv8Sd4~Qi}`#b0=+P~U-8l%hh>-3!b
zeo2*gC)uE7VQ0txj^X)+{3%F!Ig$F)f03m!@c$O*Twte9-}@yHIF)F{2Y7)PheFK}
zun#%MS+bbL+a9Pj@-<a~PqOhc*TsKA0y0*>++I)94Hz2jY=QTVf(3Dy<KR~0*$O1~
zqwQkMNeBDzBmciY^}T(6YUND_THp|)RXgz99H7sz&AfFo%(2b*RL>&~I1Iq{u0z{1
zn5&V=9mPlWJ^cyploWapr$e2PBs~2$0&*aXcgBRAWWIn%Hd`6f)Fx=+Ih(hL$1x6!
zT`wV1p);h%?->rfJGj4G$OKUm9k}GUGH99p2~3pjBGsxz%k?Knd0#h2IBvv!mKk8M
zge`<=pagZGEr}{X_!IoNFD}DG%Q5qQOF>S*7)+qHV6q;i?2<P8s)8JI!UHDG*wC=E
zW|?CwsXB(1<S}USWw>~`Mn}JV%pv0!WI;!3-6JR6H$qpag#2<3QP@X}jp>Fc`1QS5
zj{lftDw36STINi6rr-jt;dqMpd;~ZzU%PZ~T0um=e-mnA*k4$y*&6?(h$s&|wt4{F
z(23_BagZ!i6bP$ij|P28NCsX)m9f%kIgN5jn>y?|JHugGESBs3{wrR%`Kz-mfRqFb
zjAVam5G?}y9SroyfN8)9V%=Pagv!FKCjiWu8u(SKaQN^DyZ6BEL-HjJ8-`%bdiL5m
z#>}^f<WD-w#6KZ<Ly~Vv4fLyZ^~<Z8O`Po@=O4qho+uVhK3y*TQeLlW6*LyOO1bfv
z$`mg*ub!ya(Z@TO*3_3dIoK-jCyIY~F^dLZ3=DS~+&t0e-V?07$m+DMkuX`Zk9#h#
zBD6NKB|^aJ=Dhqu@|#q_P!p78B+K6QI*%3z7jB-!Z$`7Hc|DGtfY)5xeZOU8A(b=X
zlRqT80t|;NUyT9K%i148A|LlFMLt#ToX5oobvFbo3hL_D#We55!@5u0ayBek{X>lw
zpGlk<k5M)gNpkE0zKVKp3*L2=lZ%ap`$~CS(M8vkV)wruUKBHdQAFeTZ_Q?JakgLj
z3Z2~w1nevO$Ib{Rx}6Oqi5T5(m}ft3&`1^V9~|I`Jmzuw?FN-tH*5<3(#MiS0<w(&
z1A+-X90L7_m*M%r)7%-J!p=YFviW)oPIQvs+n(P){AluV2NvlOW(5OmXrgURYuY7K
zWO{9B9v{Ope>CKe43)PaP9GAW)NytkkrA+75~53*<O8?npX~RCnn~z-ci}yLe3+~R
z-ENKWY7zWq?#y%kB6!oIZ_(7%Ka12c#+c7X-JZ9Oqc5_LPgh{%Y(oGzN*)ZKcvF6N
zy(lNgej|P_oT4<_FVVodC}`><oC0=~BcU5KjcSpCs#>`B6fehjE*5|k)$fDSWRwIj
z^EVtE)1#13?(A`U!=8I<kZYl!JQU+Ixkc>$PZ?W98pr;oWU$8SpbT02l5s-b>@~Ce
z#SlWzYDat&_6nS+nkRHsAL#C}gPMlop~6?&e>BG?4WS_rGFx4@@XbA{Y^8gOQF_54
zd{Yc0tKOS8NIz#3eCW}fxQY&K4(f{vA}aXZqrCEXqo_M*X`&wq08d=Q&-eKTqx-hH
zO~4_M`Tm{n1u_3SlQ%$UOQjo)c_4Bw&_5s)?iFV8Zh{NQlu0~(gh)WN3RP6u?ZyU>
z_?dt$k#3v&KyInQ>QZ?@IEqAJ>X}XvI8FH^ibQX4GOe0ha(rOpR9VQHWz8W(^Eyo&
z^%iQUip+ICijw-h5&sEj41p!;TJoDXS$qi>_uy`!$b_8XSAicNuLYx}Ng`c2$wrM-
zaeYnilA_s%Ul|kPNV13Ktv^tzCdL;ctq6gTO#|sIL@@dp_+9kSC)~U-@^q$3XXWO!
z#4e>5Xp@rwp$yt=qh5-etoDr9M$UpG6D_qN(2<20ET(`<!>5Zq*JFG26nkd?vLTPz
zdDsE{08FP@v=^xg+n|03Vsk`3z|B>0aS+&zadF-t8PiJ)I-?qcK&`UaK){1Ox0K(-
z2Aw;lK#xI<kx0W<lDYh259^p+ay8_Ytu3CNpmMprDkE{2L=Rxz*8y2A|MSXc-)CS%
z^c@I*{}02tlCgtxZ95v=Gd)H{288h8eW~&A4{5)+72PO^QeKL(kONizS#7#?eT*4>
zHrJ3ezdbT)r#msElO4#pJqzd&{d*8__%p-B?7s@zre-X*{(m`6oDBXCDc88VFH{_`
zRXGt@>=Y}XmuA+et;XT2|5)dPL)+64bM;K(D*DxtxRH(q&9pCtl;2qs3{IDeEBLDD
z31*SGGp&+r)nE?SFE-$ht(1X%-Pa4?UIuL(|6}l8Hu>0pY~VC!ZzwPrfmW+-b%zu8
zMQif6shXM=$bln3H1Q7+AXy@GOH^sjP{5O4VaCzMm_JaMKTsk<HE8jc!IZf5uYJ^~
zN%=JEiW~XHgGL#mmp@KF>5yKl%{-%RH#1vqXQu%K+csTpb~f4jnc&UOYIaKp%JcJS
z|70_BlLfBj93d6@-P%Q3CMGSOyD<~<>3qQB;2CtZKL2@eZ|4v-H%|nG(QP&g!f=4x
zoGKyPq6+Jd?r3l=O4`zbO$e}VlTkz>oC|+rzDijX6MI2v%s4j5cfJigR<Hvg&liic
zEEMLlUA%ptsD-FV)q-N}lts<fW}%9FZH7`uJM2aYm)H+Kh)^x%8IDYr4<gT<_)K|l
z5(3fDGiGeXQ@^Ol_`>gp|J0ImZSdtSdhT5oA9~PUzF~!thP772rb@pBy$%Uff?3zh
z)LYL00Rk2+y$2V)`B5*|Lw6E@kr}L#LEXP}&s={8Ld>f4Bdui-n>2JhHoq#h`2ao%
zp9`99$Qb<ud=vP-$2F~+06NUqL>EN)>Vre#Qsu(n(OcPVrY2wDuVAmzE_nihmeUQg
z<rQ2>Rr(Y(GJ)mIJWfS`u9*I0)ULSlK9h7_@*~SHL#9)j^1h4%f^UwlfZF7u>#s!P
znGKTlzPHu?C!1~VRobgU@b7k|N6uMRU6QZ3Dd~{9QdgfICH=RwbBwvt*?Q`jj(pYS
zD4L$UoPYoQa<qDS1K`R|FG2E^X4l4Br7v$qFUJB#`X?3?1Ly$0-amfk5kE(^`7hWo
z`kcU~#z_3wAo@6*DYz)GPrKZGJ(9}iw~npszsDgchyyT+^Y9qqp)e7*?Y0&pZ^8LR
zSFig$mbT|1_qMYr!_E(RdMxMNIDKBT!0+RkJ3nne7}6`s#xHl`VJSw(=M(azBz>=Q
z=ehX*I%T--EMyAKnwS>&tRlao!N7lN8-$J?oo=A`3f(-S7sL^&^E>DF0>a#Rw6qrg
z-#-KTZJt6g!u2io9<9Rl+lyhKhQ$@u#q8MC;+E>tk3LGKtySrOjK!xa)O$9;u7nrk
zTILrI?{VkaI=Xv+zr||J9$Z;5V`y2PC!IWMzPwkD_Y#%WYs;-}HUWNsDGX>YfY#eU
zYfSndo~47~UT!rK&C4r^ts~+FLPfLgDR5rvbT#^YuJ=@XdQepn5VHf10@qOoHoouK
z4{IS~eDj(`op(+tYD>RHqDV5W{(y+tqonxOzsqu&kdZ598Y=Yz8|7(T3e;=$&Dioz
z@g}?DwNh?1VE1Ej!~`i=F%>od*OYeYv8zmkfc|>bd`%GbRao8$cF~!wXb0LRuDOw)
zZK}9eMiN2iqQy$FZdFa4B4@w}tu*j5-oNIJT*sMM^j{s`xa+RR%pyy!U+{<nJgsu;
z3A=Qzee(r-EZ3w;`rxt{93>)YaSy=(P-DWFF?Lg!L?hg4fIjsDG94=P>PSk{MZ-NK
z-B^9vzARKxag}X0iZRNr^t~qW9V1IYG^D)=K_VesI{v%=3RS&m^yF5ZHD+(4uF!X0
zjI)}?KWXnVgQ=8i7PB@+UbP$wpKoJj6955`Td^NIVF+NEf#-+(7jjBsvzl&(Js-H-
zSi&mGH!q0w>Sx^XxJz>P7%g~|QrN5pMJ%g-0{a##a<(7#X)sFSN{XpU5CzB14D=QP
z_;2kzO8r(YojMvP9warXky)xtLIY$~?eKw83wTj2pkF(Fn{#Bt8($WTqdKyJ50)ZR
zM_*%g#firvx!@skDN;K!gAbl<nQ+~>SUl;smuirI+Msu-FeIVAD4VyfI(%iL)DJF~
zD=jo7Bn~;u+zpj$GRrOFXD)Zzy^;srZ~$EVHbwNW=JUqidr0Mh7ejTD45%S;HhvE5
zWV9)r{WJ*#<<4u4O{0|0CY2wVSqi@Jrqjo@Fy_qPyZf(|iemgua(sFP@q>TYce53F
zGHs`zss9gE`cLAZiTl6DfR7XZ5Y$A#K|Fl31vQOvrp;WgBycw-{1?vJmeVY!q0Fe0
z3_TkV7qLAVv?MUm>nEi`4avNops6-!V@{S&2`;Rk<lo0{6Ty{~vD9a&W=5z*xjQtm
zuDd>nbbNHhlSBe&Nn^aMO{Kw}tG%lX2@+A9IUXO-dII#fDCLy7Zb)Ql9SkG-0^U^t
zu&jS**PWUaOh<q;>_E`;`np@9qUZ<D_tT(Mdbtljm~|HZsM7Cp5z`(e_b=#$;Lw$2
z&H<JL{<q_(=EQE{-EL=~&0*_)=6h>&*A)Z{7+}lGNYQXo?8$VC>}gHG3}&FX8!iSQ
zrA`4z%-UNk6ZRe+D*Us_U0qXUZ$mF1j$I~vOU<183I^_dLXzr-_se<)BCKYgcvPK9
zqUSGeb`cCcT1cD4Vxm`#M^_8TuZa+XiZVSgQ5_yG-t)u1ey#UO2(B-iO@6gtqoqAM
zz`ynE!v^xq;ZxeZ>M^STj}}e3JH$?oyz6?+;UOtDIR(VPRoPT4Q-014aHVhX0?~FB
zx)B+$s4JV9rDLZ<pRuoJrmPK+$vX}iJh9|183Uqe+=>96>Y*h}*Gs~zBTjZ3C_bco
zm-YOoIXa*>0v$gK+p)t3)P9bC|K={&^Lcz!f;s;Jl**`za_PBq7@&8#*xLf@X{7>^
zc*d+WKzE3gTejGX;yV^1h6i5uKkY{(YRMd<Tc^8REyNN4D`NJf2)4N84Z7_o6f-a}
z@x%x%ZLdS^SDgJ30mW+wD)?_+H44}km@JLSr~fBNkpf}xKX-T|qAgUChVifwCq8(?
zb9>6&p<~-u!7J|@81L;A-RMO({9sT-EWKFhu4nMEeDqP8qz|6ae#gA}EWN^TqABtj
z*z5D}+63F#4cjx7VL;=rfL|`j<o>(9w<|cSa<VKf8>{kwG3nygVn|buQei-PI{9~Y
z2Y6q|AL3$Mw=Y}yUt$9ci|p@n19+pK4NN7gw(^h-_dCbg0rCf$3@^Tr{^)b{KiOl+
z_O{3Xl5`f^Z&EF?`^fa+h9}rA`usBip1W7YEs5dwM*dA*Gc(`06#EI>$OI-gmzwY~
zM3=S?=aXBmla~noMdj{xJiVXa!&+`l-j1S-Uy{VMnMU2T_y&2l`v&>6y6NX|Do}Ym
zed#}%@yi&#bFUbwpUX6|1UQQ-pZ}+rQU>C_$b(GAoK3eq1WP$Oeoc{%y$K|x6eYFs
z6GQf;_Z=6&`m1z@$BJ|FSyc_Z#=P>ed&81yOp>Y}&iB=v79I3|RccBE4sq-Idy-ND
z$&ta{3Rr7Mm6v!WU2u<cB6CPjbKb;|2{nGW*6b`(tv)`)Lif7zD?J*}9Ywp2Nk<&+
z0vb@_>kjYbi#(F#Ct(i{RVd)SCUq6WJYT$j*>8XJ=FUE-Y$eyC_NP_8!T7;0f7+Tn
z6~7!{#I%VPohTE&Nn4xA;Xp0EbYv8~3}To(y(tV$`rj--l)N*Sq@kR>cEohiQoVcE
zwN0KJ^s~Cg$rInpzB58p3pc3QMr)gVgCH<ScCQTlM3)H48IhAUKNs1L4{cB`FePKQ
z@+ziBW#IfE$6bgHMCv*XJvTAhUDEg~g~Qka$YC&9r^SKU8}kOK5UDng+_u2d<?O~<
zUU|Y^AZJrBZr4N>B`gJ>=kPcG;B@u`Jk0PK5#)$K%@K77K7A5OqP#%8CZ@|`{5SJ0
zq@YwjtQ}9T^p{lOYoPaVbbwh5Z?^c?9(Ijvzx>u7JIW}}a85PiSnXf*^rEQdTOK+7
z!5gvQ;!?nh&L$U6-)Me$;VpsLt3XPgh^sjqzN3okCM;cTrBa#FzoQ9|izb6ypwlPW
zZAdMfOYy8Fmg0NbaPUV@fh&yGnVtjDTYk|-aP60Bh&5wzn)EP(j>pT8FIW|^ui4C+
z`3KBj8)`G)yCZwsGrR@MglTF%D$9Z@duH1_vR3bpQf|jZZ_Z}jTmF*@SnOevwM*by
zx2$-!_doA6>Wq|Z*VA@;?sE-@6LsB}HfL_w%wFde%-M<YKU02r>YMY(D`c0=zk$D;
zo^w0cJ`(f1#tU6(6FrV;SN(s70**=JLFQcPoFpUNK3t|;>Fk6fMCS9`(gj2n?{n#6
zdtBm*sor}RskO+8=$GP_u2k6*Vub$O$~NZ<PB99NB)CDWi@ch_ml(Gd?NzPDoUEvb
zC|X`&YtXA|W8Gh{S8*KOVOCVHFe1M=4`Br~6Ysq(^eo}Gk}ov}fi3R`0C7wy$Hr-2
z<3CD0HFdnq%1C2{a)aRTt04>-YfiDF<BA}`i?fz@qZq)mr}!@REfeTpB5uwzCZyV}
zU*_Sj*V?*0BR)!&EdXPG+htLIGa-l0o^@}~E@A?>;K#?QM@LA4FjGJ&qqx^BOD<UE
z;0GE@0SBl$iV;%WzhCAqEusvlNJmHP`oOemk2XKF*`!MNI`=*Cfh|wpOgV`t*c`4C
zWqOdbNZa2^-~=avJ+qRwf9gA_Isj6!K8HRqw?K5m_QCpwPi(vEG%L2EYX=fydB$8;
zglOqfLCxS2YcA_8eO=wd@&osUJ07$GG2PbIgkLlmJhJhubb410tU#dIk^Qc0XM((u
zgk(U&m7g+am{u23%R*TMNhzI<n6fqZZoR<|-w0N69002D*6gmUBX+=G0)($d=-L?f
zt=^)AeUFKKk42q5z}|k<Gczc+L;*F>_V)MTgRY{&>;3K6-!U@Z{J`+r>i@LYR;$8+
z8wWJn(r?xkINTdjqM8EkS5rOr=Ka;Unu;LF(c6CfNP+($Iyy#mK<k!^9fYb#GM+kb
z*3<j?j`Uv|d9=N;&uk-)-sxN->tbg?==>BJBgfu2-5bbiU0hi<cmtLO*az4Xv=}Jc
z0L}A1UWOpKepmfgUG}CGpjKCkLWdn6VUDMDl}066EN5piqC<2d9?^P7r&paL$H7Lo
z+RA7Dx^LGpve$jvfh``U>oPa5oab9dR{igc&e<v+iJ>|MlVx(zj{1M`pEJVR!eZ+E
zR}Xwh{*__T(G9R}kB(^|c)hUtXpf8Ne<&?7(w}fu;4o1R)Q3iQ`<ng-4MrPHJD#N)
z$bN?fJGXOvBY-Fv-R$l79;h8Hv*))DM(r*xC-nifJtThwmaVgM^VEjZau9CH(J^k=
zeM8M^fa{{qe!bi?icJLpc%f%SPm`<ti0D!=i|9^#1HUoh#UrnWH^7dv{e2=kK6~`_
z)bnyg72Az8Gzl!4aV9LWCfh<;Jf6^<iQA9+%J(#tQbNYAH2_c<EaA7zUN^p=B<^i}
zg56u3K7Lo~!@3z19HBfr^22A1Dc6Yj1(_#V{R!xto%hW$^jfTgt0@Jv?@R!?ofR$f
zZs|y|sZAJvqrE~t{yS(rA|IH|0Ml|t>))oyoC?tgLcrFIp32HQOTxlPL9*`<ek-UZ
z{`@GPZ_YG!%{ZTIF8|){?jBr8b5hqDKLZ{-IH=NlSYTSL*{svjj+c~FOO|2(jzkeR
z2~x-&;oqrvDDX-D`tB<Q|L>s}J72Q>%bJ@XE*U;I?`ve8_=<9ZV~8rHS=0ADuG%DS
z>Ad2^IeoKV@XEKPeF=ZTJ1Z0CXz_=8Vl#v2JPI{Q>n!~mDsA3b=KOhDz`Po=@U4it
zvChU|u2zZJ#@8~V#jvQ6eOnJ95F*#Q3{q!{ufQ|kJMum#9l20|$mA!}=?>$RTQIbU
zpFvb1eUOH=8GWaH#YVT}3$q5=7N7S@txXRG9WyC8I~UUxYg!_22X@-cYGfD<i>K|}
zX^xQ*`AA&iTuQpW_nCI?#YU#yApT<Wg=E^|vSKcKm^Y?i!Hf5GU7|We56hKGd;Hs$
zv~0Wbpc`Wgn@4)y%jKRM6Z6h{hx+1kGj{b`;=^g@h>{uV4E$2GS*+@e(=S+W+iP^U
z<_I5r&MaV9Fh#JZfG@AzN|l<uTjVyre4WE1xJ{*CIlfORE%Q;|wqaot#l<Ki3cp9G
z-FBKb#3V|tNQ_alQ0JF=>6C2A;MBgN+}4{dwJ5D}mXiVmdJqVymY7>0i#SRuM5{!+
zayECef^9lC))Xl!t9>+^%$`^2j|n@4EcQ`-a7S*Qp8e-B+n=7-Vx<}r$spn@TH?A0
zJ;*l%8T)XXx^VH*TrK+vn}*U^eVKR(R_&(T&+sC%<^y?%mZEYD-~xwNYlo@j?LM#S
zKwN$V&f9$~)%eV@r&4N`R-siOz8bezagw74DQwXGe%tU`Sy*^<$S%|9DM_$$_etD@
z3G*FKM5L_Uj=byR_Fjw&pYKnYeK%k4-?<CV!-gdn2#g-nAenkzed(g`k@s=#;IF7d
zgQKGLu4upkJ-RK1V*vct!qZ$G6I=h=M+(e$2(LQK|9kxJl%3F)OV-dG$3i4C=e$dU
z&5h4#v|8zJ8}850>p$}P7(9!S2U_JXVGwChoc-H<cU?I_VKgZ8+|=TYwa*(#j_UbV
z7-kZ(5E(E&b`ny+Y?oL4@;S=>%SUgnrcspG@NF{%Q$9N=;ZL)&7FqG=?a&-H5fM3a
zG^>LSkr4FbOwRlm?4`R?VqgDGC{^Qq*`Q~uR?cJ11ga&*W0B3Dwo!-hjN52h3BGI;
zsm#ROx=1~1RP++I$W)?6hhYVQzpo>(70uh>DC52hbCJmR?#yEz*U47llWwJbn=Fr=
zsvw}NbifV27zoshS#+BoVTlJ}A@ArI$W=F{n$%IRl~1SB<JSD1IN}*6sKS1yvxlOy
zcL3eENUw}E`z;Rr_><TKf=y+Bf>RbOGnF7=gN0p(P_6evhefJXb0zkKv&_fIinP()
z;gHx@TZxG+i?413WwRC?VyX|Ce^*a1t(PFt@)49y7f0`ra(-7m*NTpy!idLrC`F>g
z&pvRp-?OEs9KYYQzPm>o^bRbTW*6ebEKMIzolK7%F%W*UcNp16kt7$sI4}R(wgbN3
zb5ghFaXqmE{cd|!{t?E4g>0#7paiW-HF0O@8qf>%u{YeT*q5_;8_07X<Pj)Vo|)<X
zx{9^b5IkH}6Mrn{XPZ?W)vP{8GiO=AMiEK*${&TN9J2z2C&j0rXUZ)Rr=(M1xci;7
z%L~3k;luPxcK&1Y*~W&9D#Gw>ejmFe)4mx#-kjWN8&07^vr$%Z-)jWI`Sljo-rm3?
zMG>Q|@jeT$!)jfQc@Ezj1g``A-nsV56B>A(R{1andD`~-RiSUw`8x#u&o3HQII3iY
z3G8V5pp%dDLn*f&yUu#?nM*4L6BpmUJ=_hCV{n+Ew&Y(2cWY712~`k;9|@pDGCXg%
z#uTWQ---rYfbZ{rWh@slQDs0*H`RB%9>aA_s$Wr4v#wnBW-WQ|oT8}@nHBuhAkO5&
z+L$}jj3&oWWt^_kK_%hC+}wUG=5cf$o}ZWTTaSKl$sn+)iI0<$J-+|nsPD<QH0d1N
z3{E*iViT$KhQb&zTWnZq>X*6q;L(DibM5UX=_81|3yPi7^zvKg_=8N$$=W)Mt&Q0g
zmKBXG8NCA|E5^M((sT2IL*G@C7t!Cp9cQRK@f~b32yp_9>d}9q&!ooghc+kg;aY3E
zMdCmP?Pnz$I@(fFx{xYJOWneC6q51!1TGB5b-qdD1JBt#l2woSjUSlPp#iCVG;nb`
za@Dcph$Bxc($`B{uE3Cb7HeTUWAB(_Rwk!`WjSuOSYVMuL$AnoMmk|3Lh+#USN-6I
ze$*%Yb(>6`Iwd<|0{p1gVKYIBaB;SX4rGK3CCD;`E(>O*MYy&rsN5U7PN-Tg*-YBw
zedTuZ#-b0*yT{%($wuf6lYbCtWk+axU+C!PKFg~0lWI6OFk+ldG#ts-&0s8Xaw)8s
zD-{H!V8cNb)>+ue^d8r(pUbbbQOk}4cC1r<XP9DT<Cv4WO<aYg>~u}xzOLF8YN=1M
z8Ox{UY#QCsc;NJG4d{RfyAHKy+g9|M32&fcXr|H=J~e;3o9T7Mx+EYd5`>a65-q*c
zU0m0)eX?lP+_@O}$1$N4`_6CcRbH7=N$(NQ`c>*C)i@cy$k<k*WRE^KJ{`0zAPu`z
zBh5@LT2KziC?-e(%U`fA+Q|OYU}VN8)w0D<3d70*M=dV|&D(q|(#W5oFV!N}5IjQ+
z5l_-8R|KwZbP(~zrj9l#!XP(a=hwJhJ?vaB7M?x>&-7Q*@vWZKhwwnO-Y4{bEEt!7
zsOG78fExd>qu1%-1cBvSSpzBoxKMQr63?HHx8h!`U9>MumMES0SguMXi_Hl5zH-xX
zTV=6@1nmK>$^uz$g2aNP3OcQ(^0oS@42sSr(<*vQKIW->=GjvzOHB1~|2ZwkjQ^T3
z2^*>#BUR9CwItF99p26h8&xTt@?L9w_%DWB(9}nHWVP!*+deNolB?OfkC-CU{PkFa
zKaTu4DbNlNJPCyK`B{gw#;m;kJ?ro{plS7?Sn+tgho2p9-6%k)i%#Uacldaqm;zM)
z>VKdlaPYs!|4udXL9{Xyip6=DP%KAN#)?N1#<j}PK(ZC*t!-R{wFG}G?GLc^BG&_t
z<hEu|zhbw%8ZcidQBwE2_THyc>YBoB-je(g{$aqw7V7)f1IAp0_J$32GMnw!m6uuE
z5qCb=kzJ6$a^Eg-(z5f{FEgtK8U<QXV6;m~8T>eQ<K)`J?2miZL950*^SuW->*Ens
zsau*?%SR4fs-)zi+MTz#jGD-oJ}iuNEs$|L)l#lfUVSTfn<+*_<PdT6cOF+B32A;{
z6jn<%2kjHulj_gq>ZLq7U^!?_yoI+Uep5&%{{oBds{#!MXP6Jt8+)%M+Q*kn{y9XI
zvw`3Mcf>bQQjtm1sF9Hj_{nO_%%Jd|^V&sh;Mr8p4xPp(tW&=2$c<_fIdG>m9pSwQ
zE~C_9vXv;qnkl24VYCglHJ)Ll6raWnu~_F0h*6ymQa<T|xWgx!PWM_G-B^VLFvzmr
zrp$yWpY)Wv=WFltejY^#OaU|??HRJD&2YL17b-^u{3)Icw&*8!0W=3sVBR81DJQ6$
zrHZsZ66VWl-4Hls1g=^K$^4!4MQ}d9R+p}L97%`?nrwV5s7e>@wiQ3n-&R}Yz&)c1
zWqn7pXvM0!IX!MPE>adhWy`fuE$?IAi}uyd)7*r-mx8aKc#{k9De&1ow8xq`GxSWj
z+~>zHT+p;VJ@HUlV%sse+#%B`OY^zY4(&m)<cb7{qaym9*?c`8QVDOcPg_%W^;l=U
z*Z&~1k$|@kHGW97h64er-_IfrB4eX}(07s*iSd@aBuu@@o}YEI{anzqz+L()Tm$;6
z9MQubXVqO3Y7qhVI|Qj2kr(PWil@h(M|emTy!4|b$`^F%e}7}-k5W;t3cBvu`Puc2
zo{g`+b=n1IF{{bgRlY!^$QMJ@{&t{f0vlOsLI`+XCGWGEI@c#}Px%^ffF#G-_b47u
zE-W(G5fsTq%;ErZ|H`{8I8Y(GYT;?GA3vzc=VKRDAg#^+ML?loyz_w5_2L`F!wn)4
zse9yuUWSB-k+}`y!2Ad`asTTzH{!I+OLmcC<Jm$CnBfu}+fJD{3g2>6ir>pAj=E2)
zR5Jq=eW3{+O?lk-<urcw^K77B!EbTzQtAf7y+8ITx{Q@odPw7qug)^$@=S6|Vz3IB
z8%a5%ss_163at~tS5chO{_NvN1N)IKd`Wt;za8^Ltt@j_rK(1IKej8%I5be)`6c~n
z-sOp>&Zfsk-f6yo$Ad=WV9T@s_WS3Ae6&1X*{N$W8P8c02Q#)OksmD9L?O&eMfg!G
z*2huJD#Y0qT6sns7$~ALQfo!wgw0H1EjL%$F3r`k{vxL1fuO*8C$ZK9R2jMr!ai2b
zn;jGZEP~%8DU%rn*$UTm0ogQF-16wRbA;Pe_I~_LA#eXAT(dc22_(F$*SY6*51cn<
z^vCEMX76(KY_X%<kjtgdy9Gj~P0wCM-A9^=L+8iBwG&2t+eVrfrytU{+xL$`ncI%u
zIpA>X`eocBogFo!@@fvM*tGgo#{+bu6uLeMb2=dLx>OSKp<~Tzg$)<Eu5mVga8RW*
zC|aOMqxXRO0EI%e(xWYh?qQp9JP7p-3t0?O%wq7Q^<nSbFBHcHMqo5c)XXino2ezU
z_icnYFi$qSX_cz1x%EH5uTo(TJ6Gw>%|5(BZzxmBDP+g&>KX9OjU9>>3bm4Y>YDtL
z>OtcUb^Qc3FQ&@S7_(+kLKfshU{|zBE<0ByQCiR|>^ui3gS?yAh_=pO&sSDF`n5Db
zb!>G-3?PDj{MgT=+6C-ki}!VUVs#4=rC)uZA;17E(#lt%SA9Vo#XPQAp7b*j8H9A{
zgC<pg-wF<zFYFsD=$R|%FyYSCdMYH*maJ5bRI2RA)t;OzkSy0U<=CrtSDhXG`ve8*
zy7OjOD1Z*D597Eef3Mh#w!laTf$zUzwC%hIc#=NZ){m>aSRHvHz#qI=p7kK~JYV$;
z$kzYW;Anz@7&w?vy0iPx_Q-pG_c~|mb%&?DOAM=0!Td%+`vcnZnR0+X6jsCVE*$bd
zl;hhP$A6E3Q%mn^_3YJ3u}hVDj@+6hgj5fI4K4!vlJcs&{aB<1@Q%-Q*Po$8&4Vag
zwZep`i$))58~Kvtf>h|`nZXpq{puOnl3%vDgfAw&Hsmi$w4Dh|=y?ui0y|#3eqEDW
zUx{)5uyyt9e|Pu$#igA?{=$M@@?=R@W>y3TH)+AVRh}9X(R+7J{yo##!jx|>VX+DC
z5N5yo7^3T;g+aUFlAUotyJ(yfpLCu|D@E?4*#z7p!)eZU%xa2DpM@C0vn3bgCWSv=
zuXpY{O-#cY#$0^$A4Vc{3~nLg)Eb;YRl~OvE}I6Nf3~El`gE5MHQ-8PCl&mLtDC|8
zNdI=cy88u$6D>xxZGw1amJ%Hund-(wsssjVS!}(m^v}P0Ppg9R#NK}Tg#OreMB{fW
zYjZ@*l!S*rC=Z~9`1A+cByIpH)@_381{iy0l4yP!pth>T=<jrv+^kOtob9)Gxshe+
zz4dP;2LMBVr?>oK0xFq6iZF{&?e$HDPns{@lqHdxj0rP(lRn92`Q}&ToFOZ~k~{|c
znaC=UQlQ$nMvZ`l!;)Y9$~KOf$yQf<oMhc9+KaAQCQl`IwiM|e;=)loEB@hg5m43H
zVY?jIiWN<K_E*KP21uT+j$C}d#^xqzR78ir;HMyu&^M&07y_r>!@NW8xggnKD*oi;
z3B$OP0h{^^zAcXoLL!$Bd=xR%!G&5?NwP)qB*JaIXX=#2mZn_$EJGH;yhlh?o+&xY
z2_ipwQF^G(B))wbWxE)Hq6ByG`}ou@`BD5iYCz-QUvIU5dw*M#OUqF{Uk+2cctjZl
zKziluTK3rc>0R?6Nk+~Whd8$9Ny@`(GLc7l&ksENZK1;Wb~M>?BwNbG?Z4q?JFvyj
zs4tH*b75Wqf1h?WD;3)=A1?-jJDX+~hFQLWWQFbvh(@yH&&Q2?Ng1bY$={1y9KM>j
zOM6(Y_I>ShyKwiwCe#-u;&fmhL#{2ym$_BlXL+~w)?x8$wmmv0)S1lNEF$L1<uO`Q
zsED6g2>D;H=(l8Z$^m0-FNIsUUbcrUI=pWzTdkf~8124|92NdHJku5M2;p6KvNPoG
z0~quoiI0DHUrs9gGVPszds@RXZ@=)(kMFj>W<PSJ@64TXN0aCpd+;d1SgKu1BJ~|f
z*Xs4(Ite(E+-+!qk{F%u6@t_D2rWzUfj;U)IYe+}S~wD00uGp#Rw%XmiM@lz%$lL6
zBS@Y^s8&M2uyg%`OW#q@lKbq3j$C^v?CnQ&n;HW!+`#%<+J=y8kN0*2%23jFxE7r4
z!5b0zjnDm@Iho}I*NDRf0!+d52VvMay<>~3Hgukrq`$f)-ol-G@Z2UnDM?=5;qCnq
z0DX=>1FaUrf$CaF)y$q{G49D+7o~rr-2yI|mR_!Y%eU5m`A!FTc@SRBN{h`wLYeCo
z`%M<5(haC(E7EAym1AuS`#rLEh#6|4KzCBxWjFo*RI$b?n=FDq4iI7jr7VKT-fy1{
zI!dpMRqWesalftk6ik%iFqDLA)dVv#m?V+dZh@-hqE%=lYvXAQlvM4x!SyVN$V)yb
z;Gm?BF+tzJ1fN>T?xR@W{9q0BS-!NXxBR6dVnnkPw=7lQ4NMo~KbchxV+J)!HNAvs
z?}K;(#dKH551|fTXQ4LbQq9@aV0kPEt<2PfgutK<w`^@X1y~*jLd(Dv$+o&i^Pvp&
z7L6=WSmf0k46&e?HZpIb4_@!CZ}(K~j}9gPDN6{vJ782$Ep+A;r=iB`@x|Z39#EEY
zW&`_7sW7Y7u2PXMb%C0+p*Fa7+9p8(@Yo}|O%XScba&r}Z_Cm~PT33}i|k(!KZ>A$
zE1O_3&tFO2w<O)1C8?BhHTQ&=uUAMwr;F#X_O;5;%CcrJ?ii2iCCaCZRd(OGmk(Ds
z@#a*jm2&-@%`k)Fr9*g%)Us@fUdl`zoZmK#hX>gMJZ7QBu3<V}vMtIY;|lqUToHDX
z8WM8TX|;IX$5MnkJ^bD4>wVQy+)HA2Qlg5`Y%(-qDHb2dn@Gu+j@*v9@-7SZT&?oc
zhvA<Za+xDw1={6M0+hQ}(Oa^=*9D%Fv!3RXBpDDM3{jrts0^%k2!Yx`5*hnrs752t
z+|o5{BctVbHX;*$Pi~j9a>Us-MiCcZOnTB<%iD{<9ugjVqm5P$j}786o@cagciO#x
zD$ex(Er`uU<3@7F_fz#3GLP%0jMEBsh=+)yg}egEDg{sf)SLrqX%Z<CbZU<<EI|L9
zoM#ekxU!SMF8%DQQqCRj-mMWQlWoN%&80<w-LGEGtwOQh-$yvg0);io1(>{)Hp6n?
znvPrm<7qLWqIH~BwU7`ts^}fKfft`!P)jw!|CN=%w9v%QA6{KK+FM}=rltGxBgVV?
zM1i7FPQzBwWLzlDs*PzSx@QY+P?Ru*m^)tP%<qeYz}#rqdh3S|+`mL*8H<5`zyj{C
zs*OK>W5t++yySq>@lhIi2RcSxyY8H!!sv*4mipQBR#x_C-zF50%b?@0K9*}bmKEaX
zj$2g&dXf)q@1a3vNC+q?g2e9sqw6iBvW&KHQAH#Lq#LBWyQLch=`I23?vN6Z?ruTq
zqdP@fy1To(>n`@bXY6x-Tn7UX{De2weC8ALT~^HIICu`s{2Os^y+k9B6p8AmOz?04
zBGJcTYtS>fOkr!%GNBcH|0-L?C^b{)yf%HmI}QuC^9K5z57gZ&@4Hue>DZY|!P3@q
zD=nySfK|;>W>A+mrjVfZq3=pr<c{(W=6fAzDn?!2)89N|LA|CU0z$`f*l5B0hCsc&
zIlDH14J`Gsl9Dfg!D#CBJN+E|2DtGt$2d5q?K-p*trO2dH=Q*N2MD~l!$7($Ggqd8
z3!^Z70_;cI5oZ1!gPy1=x?<-U+mgUFk?em9UNO7LIBbsgYHF<26!1Y%0J}Rx6<pr+
z8UHZIl>fo^Ry)I?VJKwWFoHmPb7Pk|Ugpj3j$S`+?}PdIo|}UE9H>UI%HH+J;j;-g
z#0>{bol?D{X74DzBb*#2yD!p~Q0+BhV2?p!lv993j$2lN>12#PcTbB8F8hDJ9D4$8
zxcqP>-Fgc_2VZ&Bc9A__{zF8Ni(Ziu`CQUWXqc^UebL%DU)aa&p@aW@GfIsJMhkbQ
z9eK~O*V_EUgf}|KE7#dbrG6e~dD>7UUL}5hdZV4M@t5iOpU`<1lb2n`+<m<MBdhNn
z)$v?{!>DtHyNh4jW2WLcitqL7>bdEsre2eOUVGyx#uYd>8&pe;t0C81q*Mw)H?czA
zaeT)(YsPJNjYzk?bMzvs1VT5f7(zaK1TuO4o_a!my=@7Xuey3T@ug#u0NetoCE%?V
zqgDNDHRZVSF>2m65m8l#i8c06jylcQl(##%3N`<?v2OdnKi^vD>Im_#;e@jcw4)Ug
zdECsS%`!9%tQml!wJLud;c&gkS8H;5DpECrIX8qcWM5j{t7GrynD_P{q@SwZG9FLD
zQ!<G?yrPG{-KU=jS;O{k4vT*7lCAtu;zDVOsfM0HRef6iQi!D;ci1}=9w1K|^_0i@
z`P|nM^)FC&t_78@*g7-FvZqj8pxZO*l?6RzsU|$U-N=*uaZ$!=T{wxl<U%yap6n50
zMK&6}lHbdY_G?e6lJL|zSJ(IUyFLX>JnDV0>iYl50{or|*4^*UzFZmcsQ9W|@8n~J
z$E5(l4ju~CT^FG_>VShzm1$Jl`C&8ONvk>a4*(ARs?1L*9?|+3O1;5RpX4~3rlHPn
zqg@7NsjqWG0onw#5CNzGfOAm<;eu&a)&df^hF^R<dvP(Yny99lI-5yVeCf`j%`wT0
znX$p2p_3?`cb67J!YW!EMm6LW7L{~O;p(5UQCIQ{sx1J<C>l&_?XtP;?)TbkIx~3-
z2;RLT^76Q@rP%-yT}T%~Wr0u{m~pJa`WG#Q@wG;4@qYZjI^!^v>|KDj+JjGjEp?18
zgabafQp`B$Nbvh#p0!i#Yo!=+p3?eZ3H{7?1GDBW`_$S2fxAPQmZd$cb83ttu$}L`
zveMIG7rMB`C1saLyiTh`p7L*<qR-Tm=ImM<m6&*gSfH_YXb^sp)>Na&3sk^^m>5z9
zU9O)inxH>@XmaA42Th7ajf|d!3XW$rH70_GJnsZ8g@Az8I{`doLanVs+tfcmAsa8O
znDrRhWe2L5hBZta!rQ4K7CGAyr_cyZdKe6Zx4h{dvU>A~z!H;gP+hakW;(y!Y%|LC
zI`W@h+VG;w#Ji`@Z9z|+;PYFFAAf%2lb&SrayVE%zh5U_enF4t6WHaANS}LajX^Fw
ztGK8c1nB?jV2lC(`yALSrsL+-jihrbMRKG{{KpOSzpdGU!SJ&*skTl%c>HVU?#|)Q
zuY?gq2b^R;q@f(2DxG1d=LOXOw6!Bz5$1Bpc9A^@B|(*o21HR5?s{doZNp*HmLxOd
zq&O*EEWUV`(H$ob=TQp!kI0raBg;&(7SrN2+p?C2SH;W0>e4lH8!u8ff#&K)A@ijc
zdedU>AQvo;-G|<p0?A&6xBf_3dbX$`8*o96z%5y;;9rf%s#UXgTK+w5dEy~=(`>px
z#3oqQK(<n4z-$i0^8p6(Bz>vM>NHb#3VBLx;p`}i8o{z4KOeq;M@|@6f(uyd#Sg;Z
ztc{pggSE#dlxcGGf*TlxDxj)X^K!g-#Fnvm^LjrY+El#=$<%CpV6ZDWC87c>(n+iA
zse&1n4HK(@jvWPTGCrMoUhZ0o8aUMs`gm;39sY#Iu{ny$@B=!V@jU0%>3jH{M`$Er
zFApZ~JHfk)*Iph%-rrw&<l%%OmLi?HfhF>;pAL6wiZwkj1Zw}YF95#C9<lOa+Q{ce
zth+lC=|dMOgoX@rK&g$~6Q)_|A*LFd{pHmu`3tB)mJ>4mukjzf)nM+dE?})Lu0u|H
zO_d5cf!|?bBRGmVRf^4ha!(%?(YxI{ii$0G98RSml`kXb9C$rmb$VpqV=~6ZyJqAy
z(J@ny`jjQFgN;~=6hqF!fxdoAMn@n}D?_Q>Za(2KZX?8Xj8bV<_Z;JpYXRwVgvEA0
zIMq~B8v~ui(#`ku=G99wksX?uN<foA(T+a$I>uPFi%7kKx!JvUt*{((70-O^4(M?|
z(Wbhcbv;`3yFNlU?#EBs9{+uNk=(W#a)Y>N?Mcsfn|`Xls_W;eL>t(7Om*8GKy@=W
z9eGCO`@r@NnV0j|pmJe1tnaPwY0z++uPi3P-3rqa`tyTgTfO0-!2JTLqJVRR;=_<O
zSIOYu%B~sK&0itGp5@2kYwM()vt%>un<^pSu;m++YrEr?T>P=E@F7=X-a#Qiummrj
zwB4tN4`#2{LS*vVBQtq>P>7OA35Kd%BQpV23Izwl*<?BW7HCsspyhEg4=F69KCJD$
zsSnn+IohtBhpC;Y09%;FkS8RL%gOg7rTk<SK+o0snx#fJ+b}+OwCHnnbjrqD?re+!
z?SBp*<j8-w!#*t7B$Ye5v6Xu74y-4j$Jx3}Glm9sD!a$C-G0qSU`rcPw9jYm0C<u=
z(Y&#ZK|Nzgu<`AZ5?SNgp~{(<OVh<rCB*oE7dSBB4n9Ye9vY<5(2^c6=zoi(Te?)b
z;$jjU+Wxw!-nB_Siaf+zj!~nbGQkj#8sO=WDjl@;nC_F{#BIm>3*$cu;|rE)J`meN
z1(_x|2~5S$QCcefS6XutP-sM@(pHSI?u{(=Q_k+px9{`Uh7hN!VJ*zn5FKc7F+xyM
zr-DB3cNDaqZq<XTCGyz<wQK`Ubu6%-CLt6)K^8vYr~S+OP<vX4Y-j~0^$A|dJ16Km
z(H0wk9N#?z!Ze}kFX!97$<wMDF~ofVBJG;d&#pX-TQ5xMm=W{IcUSYc2N;QjL@s*c
z?)M^9QomyU%S(PtD+kiqi^NkGgSSn%Q49b4iN-ZfRRjv6mRO&F%x~?YSv~y*ir)yk
zePF`9-(B3)g>PVOu*kirGtrK?QzATI2?ln!;~}{(luZ`BSgMFx@K>`NN&m8}wK4a8
zb|D5%RhE=~(bVoQuS}u9>UUkQ1sdF&N6x!DE9d|<pcq_SYKp)9Wi6IFnxj(m8Nxx0
zX-OVKfp>`&q7v-^k!DoSRw+4;FC$tVw8j0cQ8HFg*Nbg2VIdF9nLK51fb&r9r8Sc=
zjfVkVkdmku<qW8Ig_!0Ov=|6L$|;ycz>uNP3U8K&sAcb#>|dtX9BBYn1yNgSB`OAn
z|H$s<dhjHzzUaQQ#YK9(LGkQ25t5!&{0oaX84A;?1wGp`1&jhLxLP=d!mh~Ak>`WG
z(>Fd3d>ARWh<cgqhg;VY&p)_$>aO{VR=Q1=BbT~$>_Z}vTQb{b?qO3Gfr23Pd@W2V
z!N1@*KVs^-nL_seXRMTusuUq9_o0oNX8=VqezdeKQRcEVOf81IT8qQQQ&C-F-ywr3
zpJS~YziXrIn`xCiKM8D}B&qw~RRT-khMW7T$s!vl(PGx?P~JhQHS3`ZX1<M-^zjk?
zq|S*LDF72GNXukqTB_F*FN1^gZBz*dKbAN*x7?BH;?mE;6Al@i(qNE*T_?^ocHxXr
z_-*>!Du_$~SLtf|Dm_XT9=a^aMH^W~H}NP)lt*ofwKK<k&iXbXPolW{m<|0z`}B6e
zjh_-&D>jk46v}m`RfA_TDYsqZRof<p)|A>3F&lrH3DbX-v`6qym}0_P`>QMR>Y4)j
zF(3yX+`_$Thn%PEr<`YCKGGgRsK5hn*IBa*zt`XYbx2N}+nM(-U@4}#K|o@2ni$+s
z;6h&~0;n|a(L5W4M<0ikM61B2nq<_--68iiVRnta#^n&RW^?===LpxR-0YJc9t=DV
z6!gXG2anA669}a=eI_BG(E=y}>M?Mcr1JITWSkr1-Z^#7ye#N8di&)gqxeIaYz<>W
zp00*G@^e|51oiO^#4{GDJmr=1BwU2K-Qy~j_th-#XY~5GrpZ8qvpb7pmY<WB9#L7F
zAP(ik%faVbKf|+Tw2cffFD)@nU2j;07U|`9ygC0BjvJ!&ks<^^0lIOM6g--4(=EB^
zwvaz~RP^!WXQ2u{0bfOT6)ZN7Hz%oVzJ$Pni>y!`!A{Q|>)EV1{jexX=IXB5)~NZ!
zg3tUb+g4Yn4wFEr_Q{Vi<j4YT0|Cpt?SSz$>2nPXw>mO;dr#3lJ#Z2654G{T`MW+J
z=n=Uc3r3rGzHy}G>iIqVfV3RRzqnXC%sX_f;1ziPc%Ai8C-#AS)+$Kx>Gv@+@7@-d
z?>Z9x-Tkd=+mou#A(^YafiK`53vfQW9nYamkL$sl)q|PO;DI)>`VS+u#F;`5k8J!G
zC%8|0jzV>Y(<e1ru|iJ=C^Q&FUU#3b$LEXZqg-rFQU*EoZ^nd)e2pTO?-w(TrhmCs
zHB}p?apSH5f75PF<;N-s)p4^gSKTt_hoM7!u_gu<KK$*Vj{gu5PVIIJ4!eEG8*mOj
z7#rKzKiePzvo<+B)N#+`N9^yvC8egHs4?mVC;^I8xhj4G8kpAM)ep<}3rPTVLHo2B
zE%`e+J$(H%#cjCh%KrZF&HR?zXIri$#vxYKq)jKEMzV(VFL{+NeZvJ9wB7Q2v$nGx
zulMDfhkWp3^I4SS)=9}@#IdkGr==?P`p@UFgIK{*mLcd4Zjw?%?8~U-YUM#TspPv!
z`{AC}_q<K^3JpJ(rf_n<3ibYvBSRnC(z8imJ4BJ~^?eaXVp2@-q$@AUlO@sscGO0b
zk4wcA_4H1mo8U{M)iCc$_;=HVdDf#{6cO<^egN#Fj`5r9c2D8?>geU_#GTzf)J%;{
z90Ch68XRYU21ma#%a9CByRs72d}*l7^gn65Ls>*+h!z>2ykIx|Yl*?v5^{o+^siw&
z1<d2-pSg6)>NGUv`yJ*LDsG+acRb`4dXce>b8Wr{r=>awOvlWL6~n9j0~RLBUqY~}
zG>=>X8ktH+bU|KOy+DnKxNl@8iE)&nF>y!B;{o#(+t~bYd4;bwyv;O7O$Ca8)`zVG
z($^2x9U$2Nn|9gXAv<+5bsz&AsIQyF$yfeb-W-!~ZA;NH=J2y-k{;rM|LS*cA~-<-
zKwb_`e}}}&j8l8va*Q88%}YG?V#Ziv$a3t}P=fwKrbf7iHq>GN5&%QGQH2C#>DQ+M
zCC2H($&?L;FDdfy(lO>W6mt;H81hl8f4*je34vM=v0SC>DeBPzRbaBHq+3Js13^;k
zb+r~6UU-ZaBuEDGOUru1sv6uwQZW;{P>G9E#uGV{1*7J1IN@hHL0zQ%4%2y!wDFa6
z%N(gr)T%NUyc{qsFhR<Gd30lwxoUKyyAx~IB=xHWHO2gi?kU9G#9K|Hu+kIj*v+LM
z+ws$Fw~Pabw~->aLU}yeYd6D%p5E&9rmgt>;ky}Q@NJ!4Y#@h?gxK9o(6&8=mdziO
z>NvgxWnLm)ejn{{|MxlgQfZ)ap#*shRWjHj0wbjRj69YiCd5c`?KCHD%3x&83GdWn
zpkAj%7ZuXHG@kwg8*b_==e$_1yBZ&9kCa9!FHvM0wS!8bO8sIB==R-OOrc&Q`hCMJ
z>v=dEYw#dMCJK}!iY5+55#9es*Q}3f$|fhLLtUinyHl5W0GYHn|BFb+e|f=^pPy5}
zL2JV^GQ590+kTT|Hcx&B$Z-g{G+-j2%{$8_Tj}2}t~~f$_~(!X{h(^?S{v?$0Xl$_
z-)8&^dLD(e(HD-6*%$FTS8lkwV0!ag18^9~Iuu-v>?(|BLcC))v;7YhSv5^8w6G>K
z1n^0c>0cXET{5#A89EJg%p~Er4OjLF1WDv}%@$JkM3mV#lBL9w;}BF=S^n)Q)fMcP
zSTtv!=ffq@RCHkV{fT~yo;HxVVe-U&p68CIy#7<L?DO6Z*9F@|^aS$dyZ(I%O%2OW
zx_TOv@2$u$Jwk)J$Q>O+N=rD2n4HR(2wlh?38fDkOQv?&ZCvVX&8Ng`&SeXSSf#Ty
zL_vsSZ<2+7#h@oEfG|J-CV+Dw|In4eNdVluz(BD#rTq(jMbLomg=4`4d=Ft^id`q7
z<b%KCq6H?-XJBUu(jj_V)=++r__LBP;B$3wweIv|J<{MlrZ2&LYlU=}P|L`jB3z+t
zYwGcF!G8Wj6P35R%7`Hl_g!0EQ#vHo?3&~ko+EUdpPcz>omt@8!`nm9Nm`%6jX}k7
z*k^d;KgsZZ_ijdC3I8RP2p$b9?X#8cdGqJq22~^#Kk0UjHdFANi@*MgjC`XZ6#ks~
z`Ff-5wDeD^n9%}-+gcxw;I&Z3#^>i-!h^;2<&oOwC&b}Vi<;Y+GV2zxLj9+B->p#n
zo0adiw<8^9a6y$`PKZaxbeqNceE%-w!k!=QZI?$}P>A(b+kCEqy&kxh{@^c{JBrS?
zDoN+bcx^>K#S`TwC_Y_jmp99`2OM_)HHrZn8nVNpFsz;?)juCL)o)*t<$T+QiS3Ky
zaWDzmMrLGTLl-SpweM$m(|lBF=yH4o?{|VlPS9t+XOa~ATV!CM8`$v|7v{4q^F0{?
zJ~ngsGZ&=aq1y9)h@E?#r&4hPp5phK4~4(nx1%R}`lk-r@aO@2#Fl~sJDm_CRc(!>
z^-KLPb6w~Y7~-4#f`_d<-~XwQGbuTQMF8E*g7V)#neQ&zIlm?QL8lUne%5lng5-7l
z;E|<MTD1_J&%l_cp&^4BiuLMKVH`9R)_<KdpuE06s0#7S(2mj}lP@A7(~XQNk?fm5
zC*Lz<y@c-bh;tH{LtV}1yzo>-;BbN9N0y=lPlZY{A=>Ej3fbsp(KSsLch*aNs86W=
z#kuN`vZ<VwXXGER?B8V+79<kZAQI>Vu^S!!8gJ3f;C)bgRW(01Of>(>)9MYk^Oj{Z
zta_wOP5XgWn&Y{&>Gs+H6Zu!pjhQi^XS&GW%~bXG{Q2fRzW#>}f@c{orEbxrgIu8&
zfm$S?N!O!66HHxK#55lvQD{0dGaUFeNoo8&`W9-pM=%Zt67XY|)8e%tePfmMbb1<6
zmGyCZohme+Xye~q%;OMW1AorcX`+Q8REjE=0xJ=irNCU21HsK4t$5=PV12El6S+jx
z;}9<5ofi6sex{$g={)vHZF?dXYMa$<Adj~Q(31S24dEz^+uuOsD4K);2w+t!mp7KB
zQ}~&Bf_kGkjt;44QbJt?QRhRkD)k>LP6KuemMin!-BF{8-eFY>3SLMGQ9wQ&jyiR`
z`Gm||j9A{>M+@1Fvon^`|Kz_4rnTbeoXO!Gcr+u_X@RUYH-RtzFYit~uR$g+C)Kg0
zwY3!(LrJ{i&%nx*$%6t`eJkBqygpm<MFB6VZi{e$vVDfs^e<6}a?WJoE{nMmb^Xy6
zh{gsaOc<52cf=MFpSrD~X7uyRLmtN}zKL6}nt7v~6hA&^j4p-9?-YJ4uV}tsk-RlL
z=xOeA#$ImOM||NI%Jh>rheAF-+8#Tun;%lk*!~9z|6h1ms0aKaCz>DB6^#<$As!=G
zoTtN|UP@mt=@9}I9;ArCTitx%y!GE*W`Gu40#VZCHJ}j%{jrAjpcCEqveGYwYWUO`
zS<1AhcLM+;fP@d+CO<)-;_pr(zINboI}yI==342a%GOv&N>?g0*jAWnQujHSB@_Do
zoiqPY{+F617>ag$*hd)x37h)Msn<uXp0G`n-Xa4Z-s|{-8}Pv^2DlL*0t%plJhn?A
zs{kr;dcdG99C-K-J9Xppo|}FZAhuD(#_}TB--K{D+|nYv1;344gl96&HLKvB#Ba>L
z3IAz{;z_Wx9Q1F6ARcGlfis5`HQB$LdtX50bEhD+51xrp{n*qM^P7vdkqhHc#kwT{
zPooUK-baWUE6?tiXL;{~Mf^XT3wYk%3>&HL$Yzmt)Q&%lZ`TR>38{3D+77m>Wf;i1
zQM)~R0LeJ&wSdLl!==o+4mDA2=b%CxWaCO)0Y80v3%vyL<@JcU$^niGEAO6>-5+7!
zHl(`w>b@4txPQ(=43tedb3vOJAkXfi{nu!Ujemt(QEfj<9iwPg8Mq-s3gSF$m|wtN
z8Vx#<c`Cr1F#&-F5V9ic7_w$^_GO6cca9*?Utc+wO%uS+W00<2q;!#YYxr813A$Ym
z5;`<1M-a>!CeT^w`@OBHrC?lzTYo=fc+}{<g9%?ezRL=RKn#(Iw2aJq+xd={2N}4o
zLp|I58HPc5w&izAL#GlwSf1|jTxyA|P`akGF$36Q_H?43oOE)w|NI1YjT}_nff(>b
z6@9twC>%cT>azW8+Ydj{(JlBizEO6D*j^X1e<1s*tnTK*_f{~5{1mqB`3i~HIGqQ7
zl}Yd#+V{Eccz(o%3rafX=0vi!c@=HmMSBf<>H2N!*(QoUwsM}(bAM08>^rZU#G{!J
zm*Ppv=gUank9l(|Y?-aZ0eS>&T>jX|Whcu|2a?U#i(IF+K2Lv4UAK$ghitju+?&0i
z6wn=xA9fd;HwTT^Y<FlsK{#J>&c8D=wkHaiY2*C`JfVR5{T}uTHb~4ZRGD^?+ne|A
zE*q*sIzp@*mQrC{SXlkcI1Lm#2q0Fx^=EidS$uE1S-|%}#$<h)Xl6KqaA@#o%92z`
z)`8tMhHMs{U@&7t>WceR>n!KE#)5v~us*$s(A6$-UEwN;s_U{J6Ug!}T*XC(k-oVx
z<+TA&oxHi;f-H4p>o@0EPnsDx;0a{gMFe$W$oA6!mH}?1uk2dX7%NU!tlS1>ZoPdg
zS?PqL3iiI{q2uP$ee7tRmLvcy3O(XfB<)g5B&DX&)4!zMiJM53VS$9O>~;razatmC
zp{z|_uaBdwOun_>eJH>%3Zr|kLl;xSU)8|OcKhBj2#&4cebp^9T^=+;;bY9T=Y^V0
zC5l6+aiBH<*}@({d;a2+z1j9SAX|KiD+9^QzlX$tEd0ix?z$ZCtW*@}<g^o;22!?F
znY7z61lc@}Em=Bx40TQFzDS+*waPW;I0Op5FySk$?pd>RgG^`tmIV8>#zXxq5IV1F
zPW!Jgkk;S`|8J8whJ5v06X!o+o-fyo#NF0-<FRrHNhuKyM>_t=v)tgZpg|&j?OBEn
zB1?7PLgwJyVXd63V!l{m%MUmBTupS-7}7Dln?-;v&~5^F2-j(qY0&wtV-qzDD*hf=
zhv3IFq&+l`nmapQ4C(vR$8aQH0Fwa>7RXTwV1>S}k`C_kTD4TCjkd0t!$9D8g%Csw
zg0L14>6)=DhIFbih6(f9xe3d`&>v2lKGXXQ;6MD(=F<A{+K6;9^e}hUDoVT&2FW8G
zFI^$LJxjP)brj^aAZnxY#iDs&RAgW2)zna{7UVnP9CNah_E9s1+m~N^(h-};j_lV^
z!BxTBDV}~t=WE-pE&u*#>)LJ$wCb-64&9H?)@|R)f2hYH_FCn-HNAmd*sM>MJbF3<
z_kX3=%JU6^{!>2$JJY@f_5Wu$#O^V=FD|4Tq0`9Sh(+@g2or?#AWrNL9{nnB&+6Le
z00C=z&lkr4Sf9W>-BOrT0qGklKx$py*5D?nvw|1SS;I?11qh4!jz}<@lg*grl?_Xj
zFV~(bCut!OdBC+kd~w$-ZmGQrli;>{Wz!&zHF>m%*yQ5(ba(3w>X*++2Mu`C-*+&a
z&|<sL$G6m4jK4wh9?qow{NZnC&Ya^mnhEO{3<RDZ7H+-m5r$NJF5I{TcHm}f-aAf7
z4t2b^p_Pm%1GGoUGEOeSy<zjC(EZh2MG`1QCv$-1q=8Zsgq^_S&I-aV5)ie2Idjs)
zT!%=^+~&*5Mny&y-RDg7=L_xP`T52mZ4J5&?sB2tr$=u$fvv%#weRl>CEWNgp@+X9
zJ1{%`*j-~k3?)}A$yGAP;R<IP<?9wZhBj_7mP?@o7$C-gmIXbX<k8Y~At#qGIn@7m
zP74wu@|q|zIh{{8?7*(Vu~S?>Q|e$5;TJ2#&`@_$x+1dxHWeNdm_=%l(3SkOZ_<-R
zU&7G>1>d$ZSJ9ZTdeis5NAY_SUt$)6^i4CCi=xM@z^<{^M8Igl;(?6~uWbKU<d*V*
z^WemgF2p1`59EXW^@w?xWP<A-fiUgP!Y!j~03IH0cHQ$$jc~%Xjv9@Ba5dY&iUvfe
zPpCC9oOZ@KdL8OVWKS30He4TVm+}SIPFw<l$&!$u{Ll|Ph}9E>bz>qhi4IV4-B;Cm
za-Tu)T3wMDEdI~FCoT_y{V>;R<+=rR_z#B<(>Dhb*p2X~uLDvQftrMZ)QldktmCQw
z699YLd7th1v7if=t<U+)_qt{CYPaR!*52jE!Ta)Ay~oFyVsT#Gt<Rb6NyCquZ}69{
zu-lyAsx*f^m%PWn*R|k2-1W2#!7lkCx-M0mc9CZKm}Uq)hxXhK{603jW?cSW=Swzb
zBm1x@#NR(Y%y<%<*_i3~`rg!aw+P(jw@V#nZX2UtJv?|t=DEV*8}?LlX0060On#VU
zYOm~!s_tE4p`+^^H9G#7w<Z4dTXJD}rl<s4n%|KV4C|6$VZ{Ikk0>$()R==Nnm?tw
zt@w>uF$Vi~AZ=CVa|uUBhr9H6lv@8x2sT}A8?2E@G8-R0SK0fZn1{@&p4PT=uft0v
zbl4Di-(tI|H@!cKxY~mW@_>K<MiA<+&xE|s{)CmMZ0|RtwjfmhBt;(j-(I+~KF!pg
zM!Zl()DNnzDG_Le5|Rr>PmZZE*1x1CbH$2_$@js;67#9n4;2BC>PDF&B8q7#+g?{1
zOj;dYAwAtsSo3@Lr#t>`m%{vwf)C$?on%naDc|c@{~N>`zkN@|CYv@?Vn<o`w{U=U
z)?=6Ac+v38q1c$Jj>q*(;@C!Fu*{~_usBvGp4*+ab2YaZST*K#bAUEBY;O73G&B%r
zy6$&x<n3v0{gjmhacvq#)_9>FE5qn`2j~!4x;GCnT=(?o3l_`$x)E;{tmeaoogc$O
zJE95L*zAE`kS2(ptx}XdSu_hKZ}MB7teJcm688rNI(h6_$+2goF_l~p_>O1S&7NCZ
z_wO<`)i%z3pXqb?bem6+_&{}^&j5l?>!&;*_|W(61JP0>+hf(T3vbq{0l%Yy@u#jn
zS1OV&{88h@6lncxdP#LsA+W`h-v*}~2Sb(mNOeOjAi|)IFPSSbPJXSO!}!SogrZv!
z(2<d5CcgEXEoqLEwCaQUKUsjT2Bumi>M3&$?ZmjPrwwI@(x~M`wi?|RrBa!YzF#l2
zzoPfnP_3AM+ni-zi5fFW-a|#^ZMPmFUQG;9E*3-r>-cAbKONP4Z@ET>S-x9B;a}YR
zpJqw4X_QKl`d5y^9j~srk2dwTy_?%lDdqMce2gGYgGelRHt%J9=y_0gw6@FTWn9(d
zs3~|BQg*JM>5dJv7_Pb@EoJrg{~g>&6#n1mQ0-SFnPq4Z8$ZO(#7KES&;!VjZaNBS
zx|s$wT1b^qQ`UcvW4o$>Wl+~2sOISny^L7O0H)eDH`##%52^qN8i74RtF_K3YC3Gl
zXP6Kz0thuB!<MZs!bogvCyBmbmKb5fp{x`s4~>#?rFMShYJN3>&%_XNclVC*g;760
z#&=BYGaNP9re!wTijY6U+qltA!c<k+1G5;!b}Osnaz?Fk#|vj!4otRxgsvJ=b$}2O
zIvG8E{>^FCIf0kYi^({nzy*7CX>XwazOL9+v{m$jhVJ0WOE86}^532XOuS4xP<X&C
znfV6RUxQwo36(OM{_Mapl;71ZdUEm|Wo(AF?e0s3!zFgq=YoQ0fn58pnH&8rcO*H{
zrrhcP#j>T!WqD6?aLZQ90mrdnraN(yT&#Kg+5<!V6$XN8L}pa%YlU>=&(yu}DC_Gs
z60VJ4(vgLAZSE!q(_dYjJHc#Ar<tx;K3^7W0nuS<V%6Ezseoe4w|G;API7bk?@XqV
zt|VPwYRp0w`o82~dA>*9^YLI|6^(TY88my6#F?vwW>_FO@eX;W;c@D<P1BcGzm4xH
zjp3n%q^V=pqrvdqS)rp;OlNu>lEd&KnOvB=o~kD>AbcOjgkPGTx@PyV>sHT9YA4E>
zvp5-!*2}}s{1=aGKx^=M@_SrxaD29GH0Ag43Kx1<CqA(xZU_aJ#ORGD-Hd{il$ZBq
zu-DeWa-{~s>yhH4)n~kW3LoR``?BJ|tK#<Q=S`gDry-iBgJ*Xx!2624dd!|LP;KVW
zS3pLinf9<vZEHLB;kb-o>)Q9&8h^>9WohjV@g1rD^PVJU^Wk8Y^4F74;wSxw&CHic
zjP*Qyuwb8WLTv5NpFR-Z&+M0`-v3M;1mk+gkK4iZn;)Zm??;=Iip!4oN1Yl6fUNbi
zhbXfPjB->RFZ6?cfhK06jP%8UCtRO3!*+WL`XbYX*U_P{WH$`wy2wGlRa5sGM7=-%
z{tMjsf3sDnpvv3Sg}i~?SPL}H&DejMA(?4ZDV8UC*s^cEU;GSa3ZI9U+=C@mH<51A
zV>09@Td>FA;orka#gj^*BGQUiG?nfbSz_OBms%c|Hd^YwZ88#7Qm4teAd;coZBf{h
z%lGjO?0iq@P01!bbkEPf;5pQ=o#yAcz0|P%u*CL#zbrK(b-vf5n`v65vc(je&*G{a
ze9)BVF^jWLY^oTsW!#2kFp7TmibEFpGp8RWfzCr!%<c6n@J;YfYDT5(3n#;=Fly7`
zFf8S9RE009=*gOxCfh2}@w(#DAqXMR1nC={-8VJi$rAUd*!#h;xo$QDrPX+oDm4kp
zi&_%mmZx7U=Pj&xFjGh^YT|d~8-?rgoK6HNYLLiAcpl;oIK$p=Q;X=3+DC`Dn?U*1
zP+OF4N$Cp0S}IhQQ3k)^p!zyelLj_ynM`f)>l;9nGtx6)eLX~WEtr|9-|_S&=z#B&
zn7g}xj}Os6Dt`Y#@@R+ALHTSJWid<SK(|iBq?zL{!GP+!cSYL!0|~Biyv))(5xask
z11IU7R?B^Ey^>R|rD~QR1X|KMB!5cFTB5f#)^oGEJK(V8M;cm*tV97^3>h^i<*G}m
z&dno`rXvw*gMo$RiB%R!=B4ltK^N`fgQIgehh(1K7;opQ%q{b8jLL`xeDBUz!^7vW
zhFa)WQ@O;$!<%4duMV-_-_rt<bU0z%Y$j!TdZp9?x(cz2wDF~G?hPw>R<e$+&+7s*
z#YzF)S=n79VN<{Il$L*tntaSF?l52-`(>LoIrDRF#&<O{KrBN0_qKsqGNM8{*2ZZR
zU6k~k5&0$>?81hPRMZNMZIfbC-(s}voKNKLr9?`K77I=oJEsM6@?2;AE9c8Cu?FkS
zOAj&z2CZtXHw+dGb82ra!XwneOV#ad%-U`4bsn!Q#k1`sXyaE_SHt8ezoH-T_S!i*
zceX2iFAja95OMZ-O$V2VXsCBn`9AHu4Dw6ovxK`PO<oF`3`f^SP1>(4ibyYK#!Ft+
z%sqGqWD-?(tk3b|$=gleaJc%J;%MK`kkt{n2fCgM8K;p(w4ArrIJ<gmbh-MjAJ7;l
zr4d-{m%gL<&$#-3Qc*jvNh&b^<3zj|619?LT*{i0Qqmzm&(0)dWcT?@YAkAMjbDAv
zwxcB1kT%HjUolYh_s4*KOM6nM{Hnm<!T^M(7>b1`3I!;N84AR6M{DFuUE<JjSLIE9
zp`fBJiAlJj6C8ZKhnMByv0L^&nN&AmzdF{CluY75-x?0aW&6N^i9x14_iGw|wtV%y
zzHe-I7_L%@9tW-vNgqa-G6I4HA0@r1nYs~c&D)sHo?CR{ZABxa57DTCSef+&<G3?d
z+Q|4^gt@K4q7yj8Lm8-p)rHaZ^<kxx=5MFS*sA=OT{kK%U5WOv7*J6K<uVAm<0kC>
zcC=V83RIcbz+4?Ntt1X6r}a`({aFssWXnln5wPfdd!5W&QRRZ2nc&l%_(fmoH=B^K
zPnadSnR|Md=D)(UO^$ebqIF)%&j`?>(qA<NBqI}IT&m+PE)c4<1Q3GQ(7S`9(g@@n
zl;0B(T@n9c#VaVa-r5Oa9UJTK<<*q-4uA;}6Ul0Wg|B$(6t9D~^ll029A7Fdu`n8L
z^+G0~T{F=G!$KiH?3gGigPH9`s9BU+Yo7&dB+a!h4;JG4hqWuI>5IsyrP>?L*OLX<
zwD^q?B`{zDq6O{|Z`@@maWyfaVLd9%g`uj<-W}=K+SqI!y1G`F*}k6EWeb11{o})X
zKX34~oSVx!g4TyKIB<`iCqx+Uu5}8_ZoGpbV`^=V|NEDh$k!^_t(&mxS7BxSey`&}
zi4EevC|MI7Tz5efil^j{X8QQoL#<!Gjyf#ASw=%$9VDz9teRu9^pJR4*7`(O)>1h}
zd#UaJc#k;SLY1j)BREfc*>*FgrVJK2AJr7?B?<>c-sOV*G>o8*D+e<2lxCFk;$4f?
zVoKNfux?mg-50Dv^gr18gj=zSC})w++A?c1AGKZ0qzX!Hw&sr`D#4*HE!pUJ^ohMx
z(zfy7Zwm_+K8qP05$O#D+STL~Z`sTg=nG>zx{QW80{{J!KqjQ!TFEA5WuqI}4-X8a
zPL4y9k&(e+VewhhLVL%f4f3o<zOK<}1Op6QnF4DjwTCLTYUi?(oSX@dolL52V@BKp
zy-UKhW*Ns;rSG)+-2JxK$gxHVfc}(1*yJ$#bT9o=R>jS;fz{CiqsmNN`^zYd-(&XF
zPA`w9yqXKeERQOv^4ZptZ{A~ViCcvcuXn@5aC4rppT-*87_s9PPO2(TYRRZt(tJsQ
z`o|HZQjMilN|V!E6UA#inKgfE|L#L4#m`TP<{~=X@AnpJ2@hCd@&Y2?3Wj|AVBTZS
z8a?^xZ)*y{m6}-<<bm2<KA!Lvja=?De0A&xE<H-7L{w-ZlBcCNZ86?#Eko+E%f{G9
z79|Z$l5B$F2aACd4}HA}WeF{B%CDEW1WI4Z>lnik<S%hI3G$E!&g3_nvl{4;(nRYm
z%aJ@Ry(cUP?@=%+9o30&aW|#Nl_|qeOi$Ou*47`a7h8mLC-JzQ>VLF&B7zUlxud-|
zr`Cw;;qo{$Ipt92IzC<ZUKj0?wMXCo_^V8EL@6c6>Z!8as^-P1On=hTmW320!^9_S
zc@U;x325b(TC>2Se|SycEEQ)#p1~l6VezT<gHr8>(@%AW^Cva>O%G~}(d&$sp=}pV
z=BcSijMpE*-$@<YmG%OwCUDIP*&GVr*s!{qpy3joT^Y|E-4d~)n4oC}lTT}I`GbEU
zS%}WankY0EEp-xC*Mj(|kT=vpo}Inch#lvvm4&!1^VnF4crja+&FEOs<ap6&?$pkw
zV(04GJ-)z3T2<M|GaYknas|r7)zzcG+}L;O*pfQBg!WGSy5H#%rR}fn{`M(FEc69V
zbbXT;3+q!2pUXzA`Q_)KD{y(otHO(U*~q(hc{#DKQsCq~VP0G~p_avFasTMMc8u{y
z<C+{zASP*pCrD+J-9JroOF;d@PWb%z(~!11F<Uo7m@%SHEhzFP=Me-5{VF=1UyC43
ztiS#@$d?8CKSSZedkyS>b}4spGI4QdjKl(J8Z{-I9Pp>YIO-E+?8<T32lAQNKOa#<
zMB+e^heNpP?9%MzgidHTU{=;Cd4cO#caDt>6(udLNHHk1kie`Dirr!!=%}MtRIFpL
z+rltU+DPfhMBW$~p2*eS1SbhnA86pQ7z5uT8VnKG5fTa)QO1TK;Uk~-nZat-7@_qi
zD!!-ti74?>?*>X_#>Ql%__Sp7e2`cR15fO1yQyGfK_&G{6JkxiEQJqf@7=Q2^lIA0
z2@i)1BolVLm5n{QM1|t<`_emHwhAiw!L0U2$Io=9r%wYJm>rsC;xo=!U&OzVE!%=%
z44*>IBwmsrLrf4N+K*7er`W8)Y_{E-@*A=Yp<Ad126wX!SnjuW5yxIwH|ZTZnLN<k
zA$?>1*^<B6>^7v}J+HPvW*${5-7o9I+x1vcoJ@j&nF>D<I73*Ra7qV63n@M&iMbGE
zhqEFUJo%gZMm8TE=JmBV(mzgnK9h7>cD#=56Z0^A>v@G)e*BRHDICwMd6C;v2KqB)
zFgp6?JWIRI3GC&iMeF@4w~%e07;QYO;~fsxP$U(<l?f~yf&}p)V)o0yJ3BMTB@+y-
z1sR9b{b8$WH`su<x>P>a#V*`zCxg>s>_>zMJw?V;_B~Q?c6gPHVjvy8<DV>*rj=jm
zzaj~nwsTpvQmNG(#BS|h3hgJkdegneJ<BVQ1*9E$m{(XZa@&Qcb+K7E#_LP7LXwg3
zXT7<p^}dH9`3fQBT72LF_Lq5O`nFU<>FeKnx81EP?oLdwS8X}$L)%VH7dKqmW>y_N
z7MCcuG2EQ~cDgzk+<qp~GpgZK_?38mLbiN5@+MSD8oo-4FE>0T#q`M6jZAvozkV~n
zN;3XiWl6Iil0K2?{V`8x&)af~F7lY}x3i7fxlplvofYd}9_}nT@2|0q*i)qBk<5l>
zE6Ax}Ba6=M>OU)M4QGpr6Yy(@DJWo4qKk>S#m1oh+mJRClRzLzH87uf(nc<O*jHz4
z{*cU(sE9kdOlA@AeNc7&w)BCDQ}sb4y!NWviwTxOJrJ^zP#}c5N4h~0kXKt91WNm@
zwIpMZc#W9kZKabv>3F_`mUG6>KTpibav0dfy+eg-Ga;-IzZ1tnonTC?4YBTd8_my{
z)C+fv`bfyG^_8QDW*Q?SW)4d!n<hu+^9*IPHA7BO4Mu>p(8}H7W=3G6*ds}Ua|Ay{
zQ~2Lu8k`V@a6_neIFh!)7|5pNtd>t0!{*n5>cLl16lkV*k(<L6+YW{^no^SOGf(ZJ
z;$EklhM-kS7PNkssKXzf^)U$2#PPu)1z}d#^9SK1?5wI|)Iq*K+dsKaly=@52x`Gh
z9r9a70eZ+tplc8f{yBTm0bf~32aj@Xbebb(I)uYUnxQRE`MGDizqjNA_e?BBC_0a)
z%f*iyuiBiP%4n+0J7T65yAVhdDb6d8*o?4z^k0+2<hi@hRN9q&mV(mRyu^<mGvu`i
znG1DTCYuZ_?7q&cH3$c=<$oV<6OxbcAkVP)^$!cYC;y3cVj;0N4qf_)or4U^znNjp
zV*O3zC?u}-m?&B7`#p^`;|S&Gp;H@RR%EdkLZxNm(;~9DuUnR+L_f2ASHopUQLARi
z=lp6DfEt!%!)h=l&0NF#O$}KKHy_JPj+Z7z?Uwj#)kV|(p3@)(Kbm{LT{E;(31x`a
zZi>X7{aYv&EET$sjbPy24f-y+OqeY>I#jIGY5KRiT(@Jo_toboA=~aG_Y8k^{Cl}w
ziy=+pWU4iT{7-wPdLA24+OA)u{wK@}qx`S%e*Az#P*cNT?J$RiDc(i<GjyMtrVx~p
zYKR_9EZY0552OpBpq~~IjSKuv1AlV;9u3W}3lxsHxB}2F4E8NpI5-y5FhF|D*-7GM
z;1JJAdH;cut)G+Q1qXjc;InP0hNa`fL%=;!ch=Wuy~)%@@V5gp&&5X$%5*T%Q-u5Z
zTK!eZR}noroYU%Ra~`|$AB&!6JU-3uAVYs<0$))oz<u#@U<Pfv=oGemaR!Re;&6VZ
zLixsmSVCrISY+MfPfX|zSWt9Zy@MWZ#^J}t`$NJmRu_Wc<uV0f)YT=mUCShkic)X3
z=5wv?Iq>twf)EoZ9Is|suIPs9-e)HIwC8I2QnhVfgdEu)*_R;bwWB?Eg{g;O`-%FK
z^q8>PUufWJ*O^w>`jW6F2g0L^B)h1Q)6iraDPi(`95130DE24ok>yFzlMq)W14~-+
zj#-f9$3}&4XV@v`Ys?O~8m*ouQSpPN)ZtU~FFQyQYsQbsDR}J{h0)Z3UiI35cMI7L
zZHzM^le$J#SoLvZWuP;)7DJOEgELTjIBWH=$_*~jfIyQqN!%;n$R(5`GR@g|{*x04
zM(y~26#Y~hC3=2;#@M;)&MvtmZ=ZtK0|VVEO`U1cslIDfhl7>leh@<JzB;=p62&3I
zVz?IYaO`$7Q>;=m_4@rGQTI9ev8mx7C(tK9u_VhiUtTF(9no#vnlb$yA8!<X$n>>`
zQ*BAXFU>TZbb;xYBtGt$pAYW}?bd>Xzg$5~I^`s0!A=Y7cN~_)H{eNjJuIGT)su7P
zRugvHi~20acQ~ajrYVzixZz$`T_mj!cW{bAKJ8HvT{DQgxR_p7x55$W)W+S_EG6~q
zK_l<;Kv}Q=t?$9Ie(%+?1Gh&t2CO9R`0sGTqcja8<43DS0b!v&fTVxgNs);eDVfS(
z3ROhp!iZ^T41fI!{Anp`zyZ!Fu~&U0u`hpntYTQieR8{rf!U#8E8~5JVrW~w!tcFa
z$Ebe|<Tp@L-AgiQO&Slq%4q|Tt$X5#Do<O%*H1(xS}Y+|`C{+dZatwwv&V6J{}rxv
zg7QhkL<UrV+`hoNM0@}UIEgq?%0^L>zP5-~q3yqZH`aumP33S_K=Px0PLaw?zKt_K
zqn^e<)^OOTcBY*8@=kat8k$cM?O^Q6b>0Ws=4_QF0|U-Vx>%`atCC%Cc)2e><_-Hk
z$E!{{k$S3KQZ?}*JWR(w;CT34H&0i4?(JM$R<5+Sk?+lRjGTE=|M_g*pFyn3=7OgR
z_IuBrPFD7QY%bus68b1~+&f+c0fyAN>=ZVrU75r}_OrMw?Puh0Z}PK_PL9!d{`$l5
zb{OjI?f0Kd3h+aWnEq9U!m+K<i_UyAO80c0s!iNeQ4+;U<HsHgCP!{O9_yPcL1XRs
zuE~6$RYhok0)<bcRP3dzb?pINZ0G<cb|IpI^6v=VYKR10k#j*&4g18-r^%g9s=EaY
z(_=bi`#0ew7p|RLz0p}LjMSu;Zm@hGqW#+oe)o;cC}nmR2pgN<(=&WGb&_DvijBY$
zWuuIZhVg#$3hB-xj1nLr9;5;jA}t%5jhoviwO+{T-?~boo)zV>Y7O_dALko!yW5V}
z3G>aGADDU2tKZ=t*$pdDu>cy#SM!OHnVFvwkX+qkvS=v)iBjZfzgTIAjufcl8Qt8t
zL0256yzB4#4HjJdo7+Zht88PxKN)W9kK!4F9&Z$3-{#3)&o%P3RBl~G-k#+3TP=o@
zi2qOf7WluPUzBA=ON&oKU65B^p5XtN_w3wKsZfg-=3jHmA{_iFIsHWF$R~<y5*hyh
z0eievQbs@PujV6B@v72*l>!Zpnz}%|jEgi;79L3zjU!)P8J}=d*1W)BL(a+f-n#zL
z#oXqoLC5Wecx`TDBYQWMuyVD(!|PlgZ&<J@?c1yV5Cv!`PmwaNN@Fv|Hmf0WrZyNV
zDxTQSf0F?A_Vu-MqH^JfQ!eSY1rz%!Z2z1r)G23&FLVm@LP50pu4ij9UrXQmL>b=L
zh^73QOrw%JIxz5+wkt$EB~|<OZa(+nWF4MgAicprll6S7dv%Ap%6Ym(A-yzWK4P)`
zdnFU!*n&x^4!R3Rv8WnbA6wV=7W6Q+2|U6V<_g*{6;+PtG>p!NTYEX_@b`#BGf71$
zlo5G}jvHb$yPBBnb>{XCF>H*2<)Rw+D^wZ#!T5ms>o%RwGztVa`+puTM(;@C<cK+y
zu65TVw3(PLc6VJQayb}UU${Lj(PNSB^?6GclkRzTb8{X5F8<bl4f^z*Hp$IeC=<&0
z;&qSP(eCEW-OrEwe%_U?`mgt=j`Io&;}Mw%hR3=>)NmcaA+mG&xQ40gHA8c8{a!+O
zAI2Rqxox-KPBo+L`R)~01LAe3euuTa`U*8>&co76o$JxnXYuwRpVqhZUbS^}q*K?u
zex2#<1X*O-IGx*{Pv+(Drzu2Lv&^k70T0o>kM?bA{r6HZQ`7`3OT99$mox){gD*2~
z<tfq2p6|ITtBT#Wc0(n)JpX0qfR}h4KY#xs8>`Xc5Cds4MwiRy^y}ZoM^;ju?0nlF
z)3D-iQt_()eXiR6ObcJ6b(?8yylO~fB>wqUm;KO#TbvBZH+-9y?%$z^+p9k54Qwbi
zjS@+$bV$f484phq{JQ9munQudb0cWZ-@mFeYAoBf9==GIXmQL=E#k6jg=@XkP1iFa
z1Ia_;O6Uf$p`wvZejHaS)Y1f94b$q+IwflWy(&QA{QNu6aWbV4OSe~sxw#Nxy}EO%
z9Fa-AeiP!bhd<H#OBoFfN-7<rdn3-SxkcA{QNI0sHrFmFkjgnjxl-OS%JM{Ad$Dl^
zjx=i9*@WM`N(dEUkA;5K{)VozzF)oJ30fgVUx$MdRxCi$n#x@0?%&0yF)xK$sbr~g
zKP<twkBi9Ah&f23)q9%eOiL$pyI7^DZ$f!yNu=~<6N-E8=5x<H)xLa+a8iUtAtJa}
zw+Yh<*J0&dqI<f!m!5(whXyyHqX?FpclPPkJ-ftQ5{E4eo5|a>Ua}E+n-oUL%+Y8W
z(|PW>ROY(ywN2Zs+daO%XrT{Vp}8g><47^D)A*}Pdg_Ysp_3=<)$fn~X`&}CC*8t(
z+~kj3$#N<xoXQ#+lBT8<0KPFWCX85<?HnDA)&k#C$|HaaF_Uw=ysyY`GG1W&=bN9Y
zH=9Q+a*eP&kc6iS#I4PRZO6t<%>SCOj%KN+^VSlfQ>MHN#|iV$ddFZc54P~bW0yeU
zjg2t%{w%3|$hzo)cX5fs0;M5WvQO&RrL^}$j<iE`s`gt@(*j|#SVZmw>h$N~dxQom
zv=Hb#oshr6A!EWJzZVem0?>j2sAL+jGmvHCkoBlHGI~qwP}pBI<k}qNnvt1_xe8s)
zNua#HnVghYQRi}%vYj{fFgAYp5qeHVIhR<@%+y3Ii3Qhq=5>|I@38iEVbew>&GpaJ
z;%<EL@m-v2rmmkHuSY4z|76{ZZ~xcWYc65DjJ&Wg!|h?toWB+*q<k>dP!9q>ew<M9
zFQfv!k(A8)6Rqwiw?#)S0VL;Pmw5^Of3(d<yPS&)EQ|5jVe~Tndwl~X<a|vr0|PR&
z#dB(*s<gTxAy*V6B;RhhegFP#J~`9%oU3@lL)Da@THH^${YwpzYvI-Y)TN$F2Tc7A
zsX6hxeY}E+TaJ&4?z*^g0*AL-V~`82wY<bSW!=RAp(h_AnPbN1<)ZCI0fp@5`!IIL
zP0W8y!&0_FQ#u}s)(Fs#d0-{!bDEvZA2;k&d*myG8?5?6uNggBFLEINjz77ndR|{c
z?5?^SlXinycGdC`ogFug{0t4@NL|uvwe*?xm^&ZLbDhrr^90)MgPG)hb$!C@l9CK}
z$MyQ1oYNbW*grKb_Xrx#tAZ*;Sd4mtr|i2?f47P7EIfQ{KHWGq_&U=rf7aXfa@=jH
zv81V0vEA&hPNklVgIXbXUhDoL<Y;zrc*AqIS}QGlJ|;wo(`c=n=Hj*8oUx;$IL$jS
zIjNU#`KWtOhNB7GgBOnMbEglZ1<7#S>Zx$*<7V+&kO0kWrDHL7hLXZu2<sVw<%^<l
zTh9U%1!;J{uuzoF!OIKy<)1sS=G?bpb(gd`#N5_xj<XqOyxXa=$A$9k$w_jQV-fKc
zhjmt0#PlMJv8>*6I9r*7vU1f-KmRZeJ8v!u6+1J`H+b1zR{!@ko;md@UA{|m!iGwO
z(|XQW=R*<Vs3V(>>K9L%7_Tjdsi(F7bGh!v@;{EK(-x=PoQwnCGq$IiCR(S}fmPUV
zD{~hnw9jO%@3*f+8Q0lKKq&8qV1f_lG2?Q=@Rt9oFtBhG1qJ>Lr?N?>6AY=UE7Z(g
zzB-xW<Ks!z9z>5!j~u&R8oyVb?`XO#J=WrjKcp#hY;Cy6n8VN@3K#Al$2~qVn(}b!
zt~D6kB-uXMxS5A@M5?ww{tinu*6+TvdhE85-6faC%}!eUJL55Vcf6a~%;g>Pji<&o
z>tbFiUp~{})A?y;8v<hM|H%Sqv{;}41y~>fpT6$t(DA6n?6skx-lJgczT1dFPeda=
z;@<JhC@{rdTI>w>v%g1twj{NWDTArDM=Lez>T8={2ybI4p3=cR1?kV|-jSn3A8xCT
zKRbf~3OcSrgeaAj(#?{r=p|cA!mi9ci|%>j)MSP&<DyOz1me+p%NcIVNkjoic5!Kv
zjDxb>F|kR~c&3@R;}^*3Q(I|ikiJi!$$5fYN@|T<8qU8Qabsyb?1|q#5vB*1K8DOV
zeSL*%JEO{D5eYGg>Tf<8MEU=+7Y<WIHa(d6kd`hP$!<|^ROnbz=W*v5kt|1<;c;gM
z+P2&K+-*%~7FJn(v%^i8bK7!#=cGi3rw*=7Ap`cBzRy7P)xr1Sx$b@n|7bQpJh+2Y
z7jDR&sXtL+9dYI5*posxo#-*w?*wUb^c|?MR1`dhEWi1qYMIaM=%G^gC72DN&GT!)
z-jlohs_Rx2-iW>2^h2q0&42E+#Z`YjTXKOa|2MFRv%Xnys@{mDr4e!j#D6!WSHtSc
zo28kV?;Kh$ofxmL{~xyA0;;O$+ZRR=kw#FuB&DSrq`O2qrMo)?6r{W1Al;qk(A^z}
z?(UF0#M}Juz3;wnjE`{`40^A<*P3(wVy?x{^#fo^;*oY&hSD+_a>e3SrR~#X<63>&
zGZEUwcY-R6Fjpd<Zn@vCZQ}ijGJ<PW5O(Le-Q4}~D=9~41>ILlGGy3+oy})4<y6si
z#0EHh1hkUG%a?Rq1_Fk$?_)DXuowPTa2S?Qhd4V?3bj`lcjp||<ue~Bf=QMrF4{pJ
zuxs{pFTIL$nyODo%TCU3TjPZQEZqmXjX|6R4NcPqYOf7Vp5hv;8721})VM!xNqTGC
zqIt%>`uV|x{8Zi}2=C@h@Ty9v(T4-Hvuy!C$QBH~*g3EeTG8>mykLLH;#Gc6-JQSB
zb=*eS!<eY2pmU|I-H_U(Lp$r)a$>iOs6Jog39u3PI<?07;_hB+mc($(nHL_abMuO{
zylsK}+0T`*kA2vDnyWJJ-p{)DHj#1W`A{u@E<uXV_tY)ldt(1)vOQC0OzKc(O|f9L
zX(Zva9CU32TeMYCp%0FVw_p4ENpezV!rb}x9>U`B4G%zkl#ys3P=>TIWql;mhDeV%
z^i-zgTopb78TN$%*3bx^Fc)D;!ouHoN?n_sQem*?TG}64N?qqJ*iA@(c6>gs=P4S&
zHFeHy@`<zW^;PHHb<4M!zjoX?_yR2lLl$9|b8WsqW~!08BdShx-g$}q|Cjt7Qhom)
z_IXE51z?{$#yQuDze51oN!+-pkh3%Gr(U<g&f9j+)OX|B^R1}0E)9%$_&`DIaO93p
zqY&>v-jW{l77gyxCm8_f{t3G>vlbz1ZQW6Kt^da}uM3eM9f0sQZeh(q>R_xaEYWdO
z^~<VEiy7SY1<mEC`Jh&7ZA^d(@xkzxm5XQQTH!8PY>z()(7VSPwq&ZzyL4E#L3sn;
zW6oX$C?Z0S%o(Le00!aLv{&E<D*25AUiK1?8wsPFpuWsU{4%vMiW_E${e43<vPJbG
z>s`l|nW-e3jx)pOCy~}U`#;Ui1g4|m8ynl$08UweX!~RXwCGFV99{OvRX{fzIhba<
zUs-;0R&D}GBU@3?({CsX8O`17_!sOh@GO*U-UN-h#OrIqUL_x(K;l-Rv{E2j#4WOR
z6InPp*rRJcF7oL(D}X>!PPvGUE)yAuh_@Mdx%>g<VPk#W`mj8LfFMn4V6=>!rXsa8
zPIU`s`tKBB%m5|8z{K)%{y7g377OyANVq1t9nUbXck*?6y#TtnhcND?#8!LO+l=i%
zR}}$m>4%8p7a)mHxqQ2|z}^@^GWLocbWH-Xh|heznT*V#$9h6pZK2D<)mV*`AXWUn
zg2ZCn_u2IDdLUL+Gh(8?1@8DWr`g4wda%8t;~D^`hPmk{vxV(-Cu$GCkE3V+$v=`h
z^o?&45oW!j>ub0Dt6gn8<t2AF_%Z`Byjn%-aDdZ>mk%cagQDQ0kTEOm%}PtVb)~f1
ztIq-nKn!TLMhObam<hf+?C2Y?Wq>1_r3k>KS?S_`F5*0yKU=RE!>Ha5#%{iS=uyM=
zbImJ;gfyMpg}OYqU{wwalooit^}=X6jzr_X7&r9x9*#QH3=I!QUh%QR9piUVZi}q>
zH>a%s%lr|a4+2}MXxzA<6(yG%9W35zMQq(pDPXE?be<zHa^4x7Kg3(EXxl!kfYx75
zI^kjrz>ZJe)a(qV&>JzeIBDtEdy#Whq~1VJsRVM;slu={9i)*@P83@FDt}1mw`O|L
z@c}zTMo3@-<oLxUGd^(cM^HrtVHge-tD6F<tu4jrv+<WX*kdQr$Bz+20$L&q6EE-~
zM>VH!KvO}ikxN;*RZRR23xLC4+s`z<IOZDtCuh8MinO_3=O*=SjPh%##<H^;5`rzj
z(m_UO`ws$}ngDOU6tlzRwppH>2Ie?;t7Cl4vooC`1<VP*3kc9u*;2v{U2?ViuF7@(
zgy{7m1dF5eInEDCQ|zQ<@pV|+^*Q6rT~ihu4_!;;=7|qwQS=aTYjm&IVzCnt`@ce_
z&ilo}Llq9xmL+Xg*bl<`qnDsj6RY%HI$gB91AZBfyLb!a&of)f`LwxW8Is~w?|E}v
z4M^)zzJ+}Fy@Y}R#yxRV{D7|K-k(tL<i7strhD^ysz`aa?#ruP^B}Zl_@f)RK>Yqw
zCDU?<;Yi+%INhSE)Z%~UC`Yi>rAF(qbTK>H1C=eySe_o+8e~}7&<krMRrXY|WxS@a
zzUjCeAXmYU<;*;G``k?YLSRLogF%B;=Gp>nPgJ&?b4oWNkJw{XuUBW$O_wr*U8ShH
zlU71788`Czl?zBoNd=JR7MD3|0kLFV5;k8=6_%tA=_bD%zsFvjgc|)YsL})^mn+hv
z%^PAcFb^HWn&}COs?4+-OyWR#qd-Kmns{zIxe&9~y<sOzy)A#BZ!NoxUA3&w;;2t$
z#61;E)Ld~&*%t^-Suw+IqiU2?wss4cFE{bT9={g<zPRk_S6F26qKl&wF>KtPv&vCR
z5fS!J7rmFu!15RQk$L*%h*;KF^5!bFp_`+83jg!xQYyYCU3={anVA4Fa^WK9Pn@$+
zw~cT>2@cTIBGlNEMqUNLvxTyDIVg+)I;E4>!s;uf3_n!FqNP%)`jY8-zTt$!6Ah>A
zrO{4pr$s_ve&lwlFvROpA)^16OkW~TgyQ^<KScsgSG<mgM-|}5;i3m}e+AKn5Ny6w
zvtc;Yn1IQI3tsLR-g3E&n-)*AaE6zam2Tlz-TpT4;{YWE&`xYjw0{QTy1*BqMWTXV
zZ5yz;E-u!ZFUbU!y<5dzb1lEAXnP7)a{T~E*SACZLhC^A)o|4VSOE%5)Kmc2&z)`m
zaJ;m9(GTe>l0|e%+sc|;-fH`e>?Ax}@A^04vYI%$OF}UFk?*?zq00Mi`$r@RJ(Y_i
zw;#kes3#9;HoH!BET2^IY^1@Wv5C)NzIb5isR3+CrIR6EE5M@jTa7LwlmoHCP<w>)
zFQe3MVt<+k`_udMTndUtC4*H!Xu3Ut8CgFcQ_AF_$R<%<^!ll7ZX6i^;aa2EDvg$*
zJm+s?WGB`~@Eyl=u@*4u&;02j5f@aZ;mk>TU;GQ-krELb*Pm3kzXoRPosAh&T7!wQ
z#&=1nXqwBN?u(^O-0NE}U+#CtHqwAZ%-jNrSb*T1Kx|0PbwQ6X`e>V^(fTlJFOhx=
z1W{o?RJChvird^bVMxzxmsQl~r#yu_Je*m&g(`xNXL;l@IrAxea)r`Rj?#d{o9XTO
zGn30KmX{|TkyJxW>2K%3aVl^ijpvqEc8(ADB-KLAPSHT0{UFr?;Ln>gU{us{{Zy<c
zf7(J}Smk}1rlcq)^L)U09>FAc=%l1vD?VN$(K7ZRA78ecB^Pu9u$PAZA^tl+J}r?N
zg~Uc<esxjB=HM7n!`*R}Y`QJgO*BO!@wI1xKHpIYKJICiMD6$W++EHRCY?jmgtqh3
zOxfHNN>vvL<pBXz6tHGAEZ<T2fqzi%4oB5!X&;l%yT%-U-3$BU`b8|_eET$tLA-$N
zY-((O$#HS_^M_F#hr16i`l#iisJLINI!tADvQ0Yon{-;Ef#qVGm$*0uKo_pn^Kt%F
zK1>$$K}Er(#Kbl8Gm7oPw_0Kzevi2({PpW=6dX$D+<oV_$S8;XBV{}0T1fgnKEDP-
zCE$!5Y1e<~y+mlDTrzGkX@j4JQYV`M>m8F+n|~rNw(kiAx4>qJ*u=+HhfHX+(xFw}
zf>*lNGsGJc;bwDck9_j?rca=ARJ)zFF^cmWd+|BsTr5~}um#dRU0NNEZ|ljD56l}d
z{|G&%cgQ#RN{Id9dKrG!r!J#)Z6{|OXY}|OhHPR~pim!9C+Qj9S0=VdP?ZOQb$?I=
zdR&TX$b>ODXK$1=c9&EJk%WD8^lz=ej`ZDG{<Z{k!Oz6rQr~kyF=l|t#gZ{gPUY(W
zE!d{%tX@Y&s;s<vELJ;b;E#-Ypo}`(S}UY~$v&2MlUjX^&Z$rOAT(?k4FgPr{*6Y*
zxSU&d**=<ggXu<$$)R0!$3Jcue9WEl8a(}qE9JH1ei1tu(J>@2dTRmBD`pU#1G}Z~
zY(Cvf^WSC81I?jiY;z}=+Vkn>!9hv9Yh^8p#iDq9V9(49z#2kg>u&r46-ss|Wxw6K
zG}o;#YXrQBGWSis;ygrY-5I4&951xnfcV@f7niSH&shcKV$@5J$JqCz(uR|gc5*;{
z`stbVWuz(}z5CEPIc0%w%_OL#*dJWBJRQh9JS;IT4fz`>R++s#(YhO^mja;9MO}hQ
zA}(gts^Q#X0MT3j4vnBIg;jtV(QfogC<-jN`(+3?OFh!ZZ*`t2)&_SR{e$ex6t1`T
zl13w$|L=ko6oLq9R#tj|o6H<*;}$bAq8Ii@1_+V0qZ*?iW8Z*wS8ne9KOxr?)C*C7
zgsV6NoU{WtkYZyr2LO-M)-Ke5)qhD?!Z{w}+~EmuoMICm2A7m1OB!G}<4i<4Prv0r
z|2D+j3B|p$(U%TI*{V5>3a9(O`$c~p$Npb0Atov|Af<?l+Xy4f)07O1l%1%3Z*rf|
z5D5?%39UJbcp4P#k*Vqmo~-taBw^ehUpK5~1$I|J<L2Xw=H`rc*bGSK;z}G>f@SE~
zhJ1`h6gQ<F&Oq7T-no2ySj%u*d$?S$gEFkPa>Ph2<Tl}S8+>t`8p*WZPNf}A<EkVZ
zzizK;jo+8G*VI42eg^?Y*nvxk?nGJkOPcnFj@vQ2VfL}g*8KGJV2<L$&$Kjb(l$4a
zQH4a0nZkEkeCDspsSYqTGSMx@nDHrT5S-3?usyccsp?PEGHDr0b~D`E9FD~BaT#QH
z>eSWNc4lh|XVhMoULzgOQnuy&l)bJX%PF#nRV;M+Y^UfRI4@YENWc3Z_UG*qCz|bR
z;}?$QrjDfJEH6Jl<;CA{SZ^Kh`eS+<L&%GnI50X7od9s=h`V6-<k86t5q_pEDFA}`
z#h_3*J}EO-r)a{jU{4k&8A^2>UL;cHq0qn&6By(67f8SdjoOvgTH4#d)CE({N9O>>
z#p)QTwIfZICC5$c&aURtNf5bxnRs49V)<CCxy#!XcP~U3`iJW4a)fX~Lh~3;M%sKE
z+zsS6@SiA30-l>&-~lbTO-CqB@<f~6*hXEA!*Pl+^L#F6H)d{op}PC>{41y?cw=72
zpp8gSXPEDKSstL}OVs6erlQJ;S&{Mq{--0jjl#j2OuaOPmD1)~!s~BD`~8Csu$>qN
zzd{HE>!-Ayk%!NPD5V#&rinf+ZQ1TMAE*6PL`|}t`1?GbiwjG0OG_#qTD;077?ss(
zSCD1;y`o?0z~bqV@o@`E**8BsBY{U^#Dk%^n1TWndS?0c$1AU3G2WBS&0fe&#YQ9_
zmy(jw(2RP9$rWeQB$S0iHmQcQLm1>;dqQ{OXHEe~L5=4@DQXr46|Wau=gac&q<qlP
zSrZxM4d*8*L&H?P&&~xw9#6P0Uzr({?($?Qe)5*oy5Q<C@H2Yz#=Uaqg0>XwjqKSH
zBj9y;x7OujY^sKdyE}%kOB0t$Ajq&oI*+Bj#C#tb7#O~1u3vMZ+_Eyqf?Eb?4v&bT
zg@xvS>+AE3&`iLAs6zT~BBBYm_l@hDn?Vf?gucEf?p{sTyqwgPsEMr&R|T!Nw{R<-
zo2<5wJC&0buU9J8l%x&Y=^$D?T5q98Bj2)>jz^lOftY)vcniA5{r=?#nr8t$DbH|=
z6|=$jHvWsfUsA`IJ8g_KqV5tc`@U^M$m66nA>1)}Vc61qYJ)0cPXP*cYs`MB(u3XO
z{?7CHsAA*uOmB!$6AO*FH%@m)W5q)lG^eQ#02O;Hz4WD6)N?nX&&#`Vr`1hi@j<OI
z6?^~w#AcHu3f0=B9Bqd`NhbFVckuf)qFyo66vmv%8Ksi4Ts3Wly83ipn~$ms-wtY3
zzgrCz@mv)Mt8*nsz52N@9=<Tn|M|VGBDYkAeIn!~_^Y1yr^)#TFJa#(`0;NIM%n-+
zy-<NcGttADW9`^onCQSin{u3wQ}s|TpT)IY*Tj<~s^ksquD1M@_K2qE5nb4mY_TG$
z^q_r79h51H*nIwJ&=EEXbOdbA7cg(+YYS3P_eO<a-#<MVhTNdcl5{n*Zjk4DMwxA&
zw8cz)?+@(L`>VV<++}2UqMoMf0JG#D8Je<(S$el!cotiIxpG!VY`@(y(DSpQ;#$4H
zuV{h9!ubsi&3bm}poZlc)=<m6ThGH~Uf<Cc+C1iBCXMZ}fCaR4gE+VvvcDA}Qhhlo
zvg3?0sx~UFO(>=JOp6L#Ef90su^YkM{gU`5eGKdQGG&JYC8hg;XwnsI?e;GoN_wxY
zX!m%4@vZ1rca=Xt(riJj7JE|xHh;d3K57@VD5vQG-yw{=GaO=aU1}aLgBw;$Z=Q2_
z#S?uvqXljJw%-{){VqQj^c1OB!V#UMFDhY*&}Kcbb;ac?x||J9_C;#qQ$s}5O~ZhX
z9lKG92Y@1`Hm~Jh16<D9wR|VO#jJTj+qNOO54Wa4#_I8ZcPqW_uowGZ0_QbfPM)}|
ztLw*ko&;cFII=dp%}|IEBmcy|6jsR63OKoIoTWD^F=tY>_v<SH%`>8iZ2}LwkbvWO
zY;8F#BxR*#=|6E*yahg2iU#@tL|(uZ(Dm55ES<}nndIuGu(Q?9v+K-UnIS|f_<;GE
zk)pnejvAYILLLVP`ZVz?Wbt&aoeEcxsIt92quigt2Tfz2=#3GEa8<y%xI<OwSSxoo
zsO7G^=iX_b3fp7PKP&DY^_Q;KrN>Us$dVuQb$<Q=wNzO~P<4Uwo3i6MoH?N;x82K*
zU@yS%T<zFHDR{T1Wz1Ss)-+@0dNR1#;^GxOl(%I6hzeAhRr0W$v;B)w-Ail91*L(i
z>*-^Y8ULZeNwrte#p%OlaYCQkX$`(!p{dy~5@+N!i0JS&D_c2RFE|I-apkXXZ1ndG
z(NvzaSh(J#b*&T?T3W|VB|=qninAL_L6aA6|9QewWA__ly?)?-hoXi>v?qPg{e?-8
zIpwP#Mw1`zMBG`um7bY!IVKdO0C4%MkM`-rO_yiixoh0lHT3)}5SW-mDdLsilndCj
zRbVXyT@>&|)~P$#@Bvo(&9=iE$F905@Kt_IaIKAaJLz+420|U$M@6?SB!@DCFAuHs
zNe!!uzuVdn-IiG0`o-Y@GwH+eC|dKsr5-Uc)YjwCF<^u5nh}90w-u5DGbg|S4cPl{
zA6W#SH!y)ZW65t-Bp~oD$v8J=DOIJayBmbbG84EGff1cnOei|>h$qJlsZWZVQ(NaR
zB=r=w7qfYq5wqxu{CNJF+zazwQem^3hs#touo12(bc2FXD&QuyNOUAHY@Bya<}{ov
z7?h;95~`I`llm};V<bt>B>!XE<axV#CN5a)V1J8p7ohDghHKi+0A96nz|e@oC496)
zxYtQhzdNkLdNWh;sXOo{!)oe=4tdo}aq+a|SAEufN~94ZRVNyns^h8v3Lhw`95xk9
z*^Ox5m1&B4cNyC<v3!bQ_1p{0g5mV{J;V6QaK>ip=f}M{&1V}pB3;dmX933fiiB*X
zz0N_g>$d{bNwWBCy}>L--VnwdC?R0~&#lb`0shQEdIFvpJq6YO;1>X?`A-!D0SM!B
zLivlI!V~iMJ7g`-xo7I~pEFn|UG_1n$!R#fw(b&a9O5(#g=V;%>h_E@c*_6?ZD>@M
zKuI95XBG;au$l582=fyBe4pNCCMXKdkEOWk)2Q4uoc*OcxEX@6aX9yQ#h$*$&~Xe5
zw}u~zmA&NJOM`HEAe;0}ZKYlN^k^#um(%I$ql#wjmk!{R&!E_#Vl$=N<;5z-TX>+O
z0RT-^EWUud2kGa+0*>qPz^0JhF<IMR97RR5eEA6DoqwMVjeeCneKr@;&w@GCJEdGZ
ziu!=)iM^G0Z!xzy>-!vea}p(5LM42NBRoH%L9UPQBWooxLf`rj%ijZHYy|s(syQIZ
zhFhjy&1QCGv(*Ey$wGButLMlBS)wz?e_eog(hkwjn+X2Q1-W;OHrYN2uT#h9+=b}v
zWeTFS`nt8chxP7*{~wbPX&XN16wm5Pcb%>#Hb<}z2TyaxBOCP8JK;Etv`?D1(oN@u
z?VmfTuy?Iw*L{+fggx45lgFHGIN>^7T^(xPtd`ij5-ceBT1EZn^%6V3oIiD%7)|5O
z9$YI5=lbJ{vU_oMiMV1xIH_s9n9*2I54c~NA13pbTw!l#TimE3Bd-NcCRe$WqYV^6
zo*S=in>JBaJgi2d8HRaufKHGHx`?nO#Y#&;UHs!J7fHY~t=4hqt^35IwYiVMDuc+(
zgs#;yxW*xOmj3HkYetE`P=@bV-7o%ns|*3<*227;=DhB@miKF?9pbo=yV)p<t*3x`
zdv^sTB5^mT0BmpFJ$EdCIL2lwhBp7uJ|U*KYIkiP!N)uJC+d<$aP&F68K~8(tLX-Y
zi`Rg5i*L#+KgGy9mb*e6Li{PI-?A{VVEPGtYN%5W8cHX@K)kWN<dwDY*F&hy7`jpY
zxu^+RTxMY{`jD|QS8)HIb|aw2C}86M)uTDHec)*L3PMXuWd?^9ssHlu@nMp#*7L6S
z;3`t`4nj|8*#G?kCy>Hw2#nq66&F11ZELfkgaiGhYvWmlfZ(O1xAOBl-4D53jLp7a
z`|Xb^K<iQ!3~8gK%yMCh$MVXFl?!)gBrq21@(!wpV%Pi%z03UD*IfgXkgX^mlmVMl
zO&EvMZf~{oK%?*syxH55&+%?<xh^Xw$8+U<DJ9xpAQStj54S43`qtdPfXa+sJ=ea^
z#_9M8Hf8YT;%G>_u-I}V$F1T3`i4q;d_j+@#)sA@a<tF6T(sZjI2c$4f=|Xm08_{2
zBJ&1Aurc}X*TX+DW&Zi9V*oliAL-4JlSbRkeCD>3qS2!DKG{$Hvf_aS20vc2JN0Q%
zG(PSY>o*>)5dc68ZU~-vqYTMzjogVRr*x6}x2A`+8MqYu*g89v^f0=gF@yv@K3khR
zXI;^62#$^Q9Mw<kKCCG39vK;!U9OfrAY_k^hpK$f&dzNH0S`7*Mirpmzb@u9wpH+T
z_=A4E@njWbNv68&!}?IzJ`ri$4v5S5l!?a-*~gF<wVU0^CQ<@?JONN!&zlZ_(2hxv
zZ9E_A@NfsgS9>q>`8D+VbINflRQv8E^4L4QrQe3Fn$G<mJR&E9v>oT7j<E+(c~eSU
zX<UC;rF+vfgzcy;Y=?&`(Yov$uE<41&OsH9o2eI>RDCMUo0wf$8M%16(%z=83s4;<
zzHZJp;mcR^5GOswK46^v1%NDiGkg34dcr@d%^T^qs>inVYVi1BGgC-Q%wUnDFz>Rp
z69!^?tqI8o9%s54hW{6em}L%&rOH!f$F#6l+(R@e4FwMwpBt12Z>-(VH)OSGX_e2{
z?@Ju2J2<@e>{(V;%6|oWp+U;aZwgoNh6RQV@OVQQ+W}0`bARP^cZtRZ;1ES4$w!`g
zAtOnk7Xq+xcBI)I1LwHxqW^_HN|MJ^Ua$Nv)ox3IojeE8WHuT|^)YzD+)nmaeYnFX
zmd_i&-nZwzwrz*9AU{*^NOy!TLM@PRMr14iDS72IT}T65ro&`%_j^;*cikPGm}#e~
z&#&7!KuDJ>V|rj6zSxO->I$}y*v0}#T8)RJcW{991u&{wG+!^c1_bc)JU<wlj)mf2
zO)AW7__BNex(WeF3PzPwUZJj{Uy-knCy{5l$i$=!Xk;i?R|J6B;o!Svcu@V<)6v&D
zxVVxJkIUybH|@|qG$A332l$10AD?B(D<0@FkLiidVX7&RZ+d$C8&;ary-preck<QL
z%2N5)##oh(ekeqJC*LkUQ`I4A4&Qas+tdf!WpSF{{@rupOnmOnL9)72>Ha81CF)lW
zu|YjlCRx<>HRDY>^wd!VYU)ue$Hl*25u*4TlM`_m0b#jokmIz<QXF}R8Bb{A%^@Hy
zdwq0HrJwR>b83xV1cfv-(C;$h_jwfT5OQ)_&ehRmUXdPe8ryP=j-sb?Pz3;;eRye@
z1~-@BAVS@-)$7O6Sgp12msNH(=a4X9{6AiRdww^7Tsq#1YS>KaENGoHG|!!R=@}KP
z$y$$JtN%^yBfy)3Q<sHMmxa_KEt#YDdnH%Y#$3cmDTkwe(%Ss1*>wGk(ez&qOY>Q-
zzg+v~1i6&zc9Y8gY3j0QFwrp~`3081KEaYrmPK7JxABu~>|LiO6?E$M>`bq%7bv@|
z2S1)f9x}FAX}Q_V<t$x?#M95|IiznEi;xIBASo(99KT*UC-y=7Y9W1(pgqO;*4kBE
za9LOwe8Vbll)Bz>Z;Kn_p4(#JkI%hd9y7de9cG)-YaZzo*thI2vm~W2!cCgZL@N4R
zdyY%amj{i!1`ieQRu1;lp<ru8$3-9)0h?!#`1u_n0_FwHOc=MuJ$BSg%2RI#z&$$l
zY^%86CD<%Ez?y~sHQJ#j&DGd(k!*Kesbk#Uf&}B_H<OQ|%Vyfn98cJe%3+VS&WIuK
zySI!RlWRjfP&=f^$)~YT$8?cs4+C|ptn;JfT28RXebL?PU>RFNqOAdw5*nxZgL*gq
z`FU0AMbL<3CehzIRmE@LFr9Y00q)rQdt2Ng^RjMVi%;A9CCAE>ulq^*+|(o?0eiX>
z^RAdD4<Q#x9t469blON2#=hXA2o&;9f^dLYo$yL$eAGT=YV&Di&UU*>cWSv+davFZ
z+PrezWL4k<9(B~t>r4rvMniVn74)Y2?{k>_4UGSH$LH7nAAycvV39dKi17eAIDl-j
z)vR8<L;a3PO8Ql&RA`rx7+Nv#l#@{&=s@96xl96(@LM~x_G<>85Ycf|zGVY~`3pBa
z*sTN{Be+s2V8`e)s&SOgKo@X#nbmkZ%pdZG#0xm|!5&kfjsh}hjrh6R$8VX0oT3@L
zwGk3{63g+r?H>CJ1s*YQ71bw!Ekr`fqZ{Hz!3o|KwauWWljl^`B)N@NJ{VV)>tDx(
zj&W5}da?TYA7dczmB&-taBA$N3ed2;UrNMxUhe=ez`gJOxY`y2Qtk+qRk<}^p5aEV
zTAD~VFeVe;)1^t%CXaqhDjq2nwC5qndHb^|=X7J@Rx*10`PoQ&(5Pw9`gi|qtGUI*
z#T{<&9MD7pm=GKHdo_W%0;txm!WQE2G?yhjDe7GV50*g2A<iaK{LPltA=4=uFD8Eb
z1y=f51TgA4kVu66_!kEftAURhcTJd&{2o)*VPHJ=^!lY2ipHr#S_ah+NHwJ`mqaCR
zx31L<toAu!6y0@{XlMja=hKRNwQoW9yLWGHG2}vp@cbE3<wO?$Gw^^>z?|8-klZVo
zNxb%uC*AzKLy%5n!$zFfDCQz#&}7*T)zHV^W2@r;jUZf$0w!U*mKJ!`mLR~-JxJW3
zDfG97=Ed>o?X&!rvC^h*QkYg3UjJ9W>zR23?~})dyxt(-MKJDGK4=dN;j))pQth`U
zQzj?}I(3&^Zju14o;0@o=*0beyR7+ksVA_!@7qmU>q=J;Z?wz6hL~EpZ_;6ThV6O1
z4UenyN#~m<*pqE}lSE)}-#9|MuFLj!!N-4aZmX9c#{`<ZrHtisOu}tPOp0#rz)oHA
zq?h;f^sqXmzf^lA#`SzvHg+a3Cmpw3In?ddit_B{Z2yMU`JNhPYt!w#xJCob$>_GU
zhL6`5Pi^!-)5p?v1Nh}VK7RIc89*tQqYBN<I-0I}SU^RzAa-lZ9G-Yu)w;329{_M{
z>+okv4YlS)rPjIC)gcF|)Ig&v!2L_PxUkJ|$m9L9+0X_DhF2<4t*@_${qn*lIT3en
zys6at+)8t_O%ykf%m2LOc;dIFJxw40)$vK}fz1$KU)YUDHZ4Uw%Qhy_cd9v#RXuMO
z3^Gn15;Sh^1(wo3{DRU54!QTN;ck*3IVa4cOBkc99US!Q+og|WmS=SIWfB`~r``Y~
z!%8Yk=QnJFhfLxQl!2=sd2DOf*Vl)^C|KNX!fDYj!ZN4@!TU;{AWBF#GAA&cwrCwd
zY2x1u$Nyl{U~mXz1jF-4N)CFQ&|SW$3b?*%Mfzse;zr-6vh8vQ#=qw1iPyCH1K~g7
z-ZS;;iXET8e6qxRd`7vXBwImS+{6mWQdFhlssWE+z?xsqbaQ=bl1l2GQ^cngAM$e&
zT1xla=)D*~$QYr^oYMM79bA{kUr&=#&ghW9cRu?sP4n!MqB*rHq~}vyGWHi%P!zEA
zy|Cs-0VL}}dX!h?u(xuKwvCtH*^!}`-_re{Uy%!`i?q5~9*gwITw@?4xy<&;DH)zk
z?{}54eAD&_8ftw+06gG$2TbUxD;ox*JTxGEzoAcD4W1gK^EJ*#^NEa_!>RZtTx|jp
zhSnKK*v}<P-Lhasr$XOn3lG7_Rvmm#0rlYJuhC9tKNl-=iDoCW=gV2Ot-`GN0Fgk_
zx|EblM+iP=qI)7I?*XunL!TcB;Z(kLX;zZ?S0TL;oh^vz{8}OJ)z<qF*(^Wf<3Mc<
zxuPsHlX488SywDN-HxU4jTgEAC5fTogOnVqv5q08vXOVU-Qka)EyMf!3fxvj7cCR2
zrZAl)Kk1>*W@?tX;)}qcV*f=q1ySU<)hGY=xs_iHgaPRR0iiC}EItmTEG!{`KoEf*
zBG#GAA{Z|JZY|xzVaa)up~`a&uBxx2K1RYJBs35)jN7>|IXzAlu3HQi19S?OHKfa%
z|C#I+AR@T;EZ2NUFD<vlp2PW&o<ft<<#pPT%8_U_hJz}iW)<lJL!PT*OX7NVO6fT`
zLjQenGWBG;%8A>~y7apL%`DL5b=DO{^CB1nQcdIiV2%52M-QMSwB4FmQNO6BxS-}g
zl}Z)9#Ea_wrBq@yz#k=j2~@BrJW`+9%=67ak0a9EbvqM}_`DbWLBGPLpt?9l+m<)&
z*~>jd{+?ydz{v`^3b3A<Ty+S&saK5h3Dxd>s9U_SP5V&rxZJv||HInu>R+A0r;<89
zfX{BeyG930>Y8Bk-x#yH9F}4qb%ECAZF5h2$*CcraaBgth#t=WiKIL7oQiic>DlbG
z96o#SNied_;se6R4@zIYzEZ|KI(d21vMST%o7K?OZPHeU>NH_viZh^o{i^)l0&nN8
zixftNLczl3_IC7;G{wtw^pO>v&Fw^B*XdxkvajC0)taMlYT9?f?V0+qbnwgk5s_Nj
zqz{JQHR<)%$fDx+GM)5SEhUB(`2*AksL=^@rJNkQqkeq(Af7yyZJjV<2&v24{?JOT
zPXY>=UY+^J4dyG|DL#w$#R9cV;C45CJb@E3E8oN13%JE_tRHprs}X4x8qa+k*47s+
zp2ozXxLipP%IjmluNoS)#;X=n<eiqPyYo=!zg7X_Q|7T(_MCNQPTSzd<b>Ep)?=)T
zC;A)-QiFemkm=GNG@8T>r_H@t-#-nH)Zpx8om|RJOq^R{>`c$hWSN9jKe#NVT^|n?
zxvcId%v(u{B0`NXXSKueRn_mrX~*+q5l~UD@Y$}(=o8(dAG}39Glgs#C7_L2*a#Q9
zrtQ(o*7rG03(tDKlmf!FgYQZn-_y&gn95m+$XUNeME4vogQ{7oHJE*EE4D;)nKl0A
z+xPj~T=*wZOIBkkc|q?#Yu&3+c<k<6U?;-K`UrY70`8qTC$MH7+Nn`-B45L&p0Kp%
zGd@+F^zffQ$C^E0DGhc)4v#^k6|3HqoYek0U^LoIYjGYZd1K>;-cItU)MBXjpnJsr
z-d?4>Frn!f&p;3w6raB_D7JWrpSJJcT-t|S`vjZxcY;H?l0ui9yl_#>E7Oq4SO=<L
zmYE-@y^vyzGgcm3*m9e+5Iq||C&lAuE5A@Yf`f?yGZRnOlKz-BlF61aP696HY`Y3N
z0_@KT_(I5Qa*AIIID_3SLzlp4Md}S7t`2<p3b3%#+FM|DJT5y(VM!T%b8|lrRAt92
zTj6^`aiSX+(xsb6*+#!Y-@)rrTpa9D<Ww24RDTxiMZhM&9qwz4wiD`mi~Zp;wP9lH
zJjzo#{>Z90DuH6xX4+{*LST0Z1`oHlzqgqTMN^-$Y}_sp=BXjrVvBxChwy%Hiib7%
z#rck!pOsSoo}v5Ju>_(u;rsHu?klmf(tf-XHc(cPZj?j%yU+BxwRkVbZ?*Vn#Vhku
zV6Kp>f;9dv?vZ?Gb@_u1?=sQvQ)p7D2RJYU9e(Q3J&vM$^)c<AlW|ip^5WzHeO-O{
zznsG7+HeBpv`<~v$__@#3Czg(;XDlZ$3~rv_rs|^v8!s%{gb{k;t5V;oHpPA(nE;p
z{duTmoHa?@TQH_)BEpzoFW=H()3M0~<V)q8{erezhZGkqgH+8;!^U&(;6SNd=lx&;
zjI)=KNuhVy%Wkgi`IVx#Xl31qWDWJ`bm5Pr99%A0>ChW<d1DnyQcm%Ui9J7*p7sVF
zRc5`QjZ4bpWv`R-gBeLI?Cs<&mfY|f4wLk<&nmsCA_yE-&FTudCoBRE7q_RjX+%!<
zCuXW|Crz(?NAnoYJxIt!tPzAU-vF;y?+xkS1(3bG@X3?>P)e?R?m;w)0p~shBHzCg
z@$&M1VAg}9k$kU4Zyvmt?9R{sy3q&5fzbjVGq9zhou-`CjJDjQnrkeLl7R8|eQZcr
zAd~J|PuO$){ywmK*f_Z6{&3QOR8Xwad_d@EZdTjEhc2}+*0Cv>pE_4^t%=!s!5cf1
zri0x|D|Hp>+}ka76&DvT&6HGQJtHpY9d3NH6CR8hsx+St^fdtb-sw5i!7i1HzH64T
z<qPL*xypD}Rt$sQHOBfn%gf_p9i5GxiJgTzk6+A7F7(~sq=GD+%G5Ft{QRAV`x&(o
z;RzeB<g>e)a(ijE@2{ivlNK)PId^y?Blx%Ig^788C2fGM{x=>e{~WsMUAFW6Oiq3y
zCx`0bP~BS>&Y`;qF)~ekd}~-hZIWD?{c}FvX26c#a>xSIa@*cP0djXoQ0iDt?076L
zVr=A;_7pYYp!Mb~>FmtD^LU~yEtQ+E;jr>wBLA*7PMK8EV*HqIHC<}jcO4-xV8UQ?
zJ6oWr9FFf7Jwwl@Jhvcc@kqzJg40p^y8VjKw-mNX06bpJM{UXBVMl3QEVx}}{_WXg
zD1-ijf`w0hdLenIImb|ILjgchM*sQs+1bSzU$+>sW)QVQN?oU7_#Jb_*PUU$o{PL=
zN{k%6n?8<2W{b=`!Q9(YWV8q}zo#Xk)|^<EQ?(e9mU=pYZnc9$VHe9J<HsPYaJ<CA
z>z>yO4fMfTStJya#0Db=3Up}I3HKgq4WS=HSv^GH-=Zyc^|~xi;}`>ai>Ax3Dbx6>
z7{M0L@7cgs=sL~+!m}u@*SE|EDnHd#R`zT4H~b|+K-tOCUoHN3sGTsDnZxbf9VY1G
zW?*9@QxLgb^es;#63;7kYNe0eANZ%Pt~hgfj=pTXyr90QK=(c3{;IZSB(#XHii)`E
zQ1a<wi>Riih*<<is|_pb>#>oP=OK%F>lX30R#nwjA$iiNsmWp%G~`*+j+%sr>kAC5
zEhGky*3=wf8qH0}pVS@I?~vzs|Ed(U7*)yJ((3*F{mH5fLgIzQ&5AbC2_Q12a=GN2
zHOOcYo2C)GU!Wy6qVNGyK#u8^UD&diWS`S<uk5T{^XMU0W@SBVp0EI-<xFKCd$7)s
z>hJgphx1e@QLiVMHg+hI96YIaM$68G_guK!9O3KlH;wX;qkl$yfd6WOIc5O6wW&f5
z^i%Oxz`OIbipzil!VBTvaVU`S5Bff^3Wr-$yti*Yo6KhNyEp$xRJ+r>#xTH%FtW9!
zC#SOEVZ-OA{*qVzp~K)i(9DMf`j4A8SL!o3hV(ri>pN;Ld#a_3d@DpI15-l#+NJO~
z5_eNqbHK0%M2$bznf$80mk#syCt*xYTA$NjskPa>-$XRWXRFbP|7;rx?P@3DN@NCG
zK_5SB*MIT2Fo){E+1Lvmp<iZ>ZS544tlCsWSFmm#<xl=Kz;;$z;gR^yHA-T4nJ4s&
zD@75^92cIqor*m@W%Br3BWX9R_O^eGg1E>`<W^z-X1DIJkdGk_u&5aXzB;Lp81Gu0
zD_VUB)^F=Q>*o5^Cn%hL3uF0o+Lm2W5Ed6lbz;le2%a}z64?oG?CCdrdgSpix4yvC
zRQ)w?`nx2KBUr&pRyXKBfh~Z{{0%W!hbam2?!SVb@VMCNs^9kcCK(Cr&E*`;pFe*z
z;DCapZz2nGG_TCwnIYHZhx4Fes^6qrL!7>xtcQdAgwK@caMVKV{qR2S`6N9VS-5tC
zzQgW`c0gbk%a`#S5f5!Tbvg;Kqj;^Yql9JrRjS-r&yTz|YDDy3@@Y>^x{4U}Hi0Ap
zlhCM0^xTKkOh*xoi)+$4ldV>Zy1asVx%5;#R%hlo8jkLjr#^q#{5xu2H@-Wugm`TA
z56fI8nMHMZ^#VnT@@Yzxg^>kjaD<%8UlH;6D|_4Mm8{Z$5%kLO$aO)`oe#f%>Wbp3
z1H~R(=PE76ziJ45ZKrabu<-cJ%X@NDEV|s1ijvZCZ4Dls_&VE3(v8>ESyElSiJDSU
zqW1zu3O&2_?aM_%v!~V8$b-q+{B^&u$=`|l=A}`5jE^)e<Ef+ewn*r9LpV-bKIC5i
z=W&I?CB6|CZ`Wfkj!qgSg>W4{QoE{iX6|FySDk&GrjtHW!t(V!gMl^S8K+@`*={kO
zl~!S$rmN5<ke#%YRBm|O$GVaQ<*anZUWrr=7Fih~<Q$H=%<I#!B80X4nM5_e0n&nz
ztOkE!eQxjRuoA9^&#KjA8H-KIqvENXDk>%Hkr>aoYH6&EoZF96i-`|{v<)-@3c9br
z1!Dp~F6$SEABvEeOsa7r?JQGzFK^nE7HePIsw{%4E5Zd8-t6yK-v~V19p4PaJJg$Q
zt!X7EOOZz65fdwBzT(rkm9;vOF=j}IN%rkXH^j->Ek<3(%swI<NAowkc2{Z<d{kHm
zQn5Zx`j5pOy?tbUcE;!pmr}Aq&O0BKw{vs{G-Xe*LJDs-Ocml8f*eS~=I?giz$NzX
zSeNl<E+DY^3Njb)0ikb`rWuIsGy^nbUY-c{w}rS)ezq|?KGmMS(#k?Y3zC+Pl;;=7
zTbU?|DPPKcQ|n3wLlbZv+#0fMGrkEmS5#LJ(;@?!Qe95jqMZtvpRHDd<K4QC>iW?<
z4Uxcgbe$Ei8TX%Wnqy9$0eiLQ1j|6dp;>c+ObB&Rk!jbm{8UTZkfJ5`R4!1&xP2Xe
z{PG`fR1=zRRw`|~T#&W4eoUV&%*}174Eavc3#_vEI<IckUhzqM{fY;>7FxT`fW|W#
z$rmV`0LwNOQi?j2KZYV)_3M`yi6H9ML0yu&`z=M1=t$}{yUjNO?Ztlx^hE)zLiAIX
zvL$U>QA2}P*7xC?@lK2)yQAA|SGPyp`Mb)u*g+ohTf%b<N({u#ct5y)^5hj5mX?4{
z323{_KmMM|cU|3@T#U+wQC<~A{#*j)mE@CWKgj3CVkVnG0HXFC7Jz9X%^1zrl9iE<
zFvYD069#4yedkxzUEOh9COzNL?Gk2S>G#a!y}LS$&jwa-0@J(fkVzP?B2!s?tzONB
zOS!J0v2ybt@9wDz(5-~~8n$l|RJoOM5PQm7j>Jc$IE^c(T%54@qj`80=pI*2M!rsV
z6&l0ueJyEYfiRPAtuh^z{S-@5P~_iuBh;GvG@k;eW64T-^V$NDoF>W44SH%zgHfmY
z!7;6xQNX_uf1laIW*==Kg9m2!7NZb!a!R`3?z`@DB&jo2zhNcvMuiBGZOFqo2nN^l
zs)lya*O@N|CS}t!5M!5BD|DbvEo(d;-D3Sz1H-t<{3fy6VQg9+mR<jEIPmU*DwW4c
zvC3Ps7k70C-Dzygkw>@5&g3$4`I#+PN%Pq+cGxI(ZgCGf?8}=F_sP$vp~dnkHM}8H
z#>Qzz*Q%QL^3lxJa=oVL_hdefPDx=@?fu<^;D@UMi|p);M)!Rlv#~oYtc#CsZiK0v
zv=Jq;>(*86DXh=EQwNe0n{{_~{54ouSRNaM;YsRbAiY;_g1u4dU7R0qthIqcxU@{p
zZ%LUmZq_}mw)bDVU*B`?%yo`Wu8W_E#<e$mjdvovMerQ;vVwx<jl8_&jr0MVg;!LS
z*IZq7TBmO{O2t@##yae|@27T&xU5FR0WtRx($|7(TP$_*|5UesKT3pRYX4XC|I`;2
z8M0es_b%!QSA!7q3?EE{{Bc+`rFs?!0QuoHA3ZKDN8cC=D^UvS1pyc9cG9~31n*~P
zgk4!RAek`O0~9BCzsp8)nUtk$2e6XU@5!8epNWIeRO|$_)=uN1Jg$!fHhX8|ARmNp
z)eW=LRSJCO>UK#Y(SPId7Y3<egu7qeQ()&4Z|-KMO5r$Cn+L!AMC~0l@j_CLO5X(m
z+Z{axI_Z_+&5BnzkzN|4&X34GCJv$Z&9_qt(bq<=U)|3CppKKxC;3DEZr|m6gN@S`
z5|XC<J_x<MNO@hq7%P)(a}Z7FiT5)3ChL7;VpYDYDjywW-q857h}G{>7!gj-#OBI_
z(>XrQ4z;uOu0%vJRV|aTUfS>9;%r8vs~;FsGtYAlEVfx<$#OpsT_nu6fjS3SnT>*=
zpZo+zlD{y-QL&oukpy9siT5Cj=P^n4zbe<gF<K^7cc9fyUKiz{Z^j{GXO9JnzG@F6
zjEE9>rB<4C-xp|~d6on>P5(VbK4Hhe!kWp!WC7Twsm6YS2e`k<95pEtL|hnn)oBQq
z+RBB0uNluA&nKN$n(xF`1y!e8Pnq?z@j33{78|bAV6CdOywspiqBqq(R?GvIFZju~
zLXg!(hGM|7zr1|)pV8EgcB%fNIIVC!&j9u+rdk>J7f|0&1Vdk#gCbe1$+JBNOxTUk
z+Wr)#<#c6^D56{F2b@i{Hx@lT1C6f7R0X5Am}}1|$R9%|i*opSLO(`B*vlxAhVZ$b
zzMv8EPF9O+77b0{Azi$gy|*!3naUFzGK8}qJ?u}sD515|(%Lw13<Ba3B8HdaS|yDx
zFJvl97i|3=L}A|gk_Mwz9o9FTPQ03X`uqPEMTd^z3&XvOdJcEHWo&L;YNt4&6VyMA
z`<#^Lsc+P>^qqb@Ip{a<x1nZ)x0cAiaO3R`0*_121wyQzHgqiRQSNzp4*C1Re%?sv
zcQO?u3As$-c{uk^9nCaWEL_8VartInCWfe7q%G?#uS|;7>4kej=Pw~w-O`e`7M4cC
zBl5s69AA^VpV>GpuN<^p#}JDTl4~3{gkRaIy{CXZlkwwDIm*#<M0w(%QI#t6BZGB-
za)hj4>~`((^SdDt4~wO_5TLA!p-=Lk-bT`50B~Eun8?{b)b1|&pV4dfs1g5YPi;kk
ziQ_<T78nzQ=T{aHD`M?*h<}-tS1`Sut6g#KHD6yFCK1l8%<+Hm>1VS40j<B%MVXQ=
zcSdMP1kgKorN6Yco`!_Uw)absnwgdOby-d|L8{2iL&wLZ04M#(F`u3L9qR{pcwHUc
zP^CN>hoxnkeiH_!f0m{6>VJKGqVrg99f$EWz~3G@EE-=X7{4(_lk4@zPhSHh{)C1a
z?UpyCKlUZ%%ct*8lx5FiRDwNrIq0E!h9lLHA8Pw4TzCS4F0RmioX0vfHZ8Im+sl`w
z>zv-u#m_q_Dz|7My+tdG1c7dKlqqF!<h#-$&XI3k8z@cqmohZzY!tt-*;#+zevyFN
z+7g9Y92p{g4Kk1apyPEkOd;qSnytXWr^Uq>ruyj^g%XQh#aibz&DgE|Q6rZ`@7r1n
z<;1sFL}Fj6-;}R<_k?mJC9~z=o5*NO>qe3pYw9$IyAW2a-+hTrQAssW7pVz&U!d?D
zworFuu~Hj8o%e1&{d5WwhxrasQc@OJ%0)3Kq`f@@dtCN3m!=KvqoX1Rj&D9L!mdB$
zkT8(R-~@sqnWkhg469XyoL#!_BEny8&c8WPcFR4fq|xm>Cd8jWm3}nmlJvW+HW3mp
z$K&0NA|Rl<Q0p3F{LE$w`l~|YHV8JY=$X$S<L~(UYUZ<^4#cQRJZwxkyOAe@W6O?;
z5A1%&<8{4kwtO(U!S6!d>~R?~W5tY(L()~aURSfc>gO7p{CT%mUI?A!A0<0`fJ8*P
z`P4#!_no8K--y2+KvugsY1v-;r1<bCG*uXboxuk-gB{`w0;rzVar)KUe-()~U8$@?
z%ok{Z{C$pxQvz_|&S)vRo^%wlsF<s()0Dt;Wn8qo9Q$1mPN0{TI&+-MB;EfbJ7*K@
zx=Dr0B(Qsxrl_HvGWiz-?_!nI+1;&laPdZ%;#Z&Fj@}%Vtsie+nc}WHDPi)#qa51B
z)L#R{RPC$3rA6=FPjki~RegW*BDW(Ks>~J958~lWfKb-mKk$TVIw@3pnn)JODi=jL
z{NT>8l>@59ymA$M(^cJr*l9X$%Jh%)%vI+8uAtTD7yyHvog*2Z{U!L8l&$vuebqnG
z#xQ}V`_Rh<O-jj8f48Q)?Rhy7!@%cdJ@N(t6`9fO2p37`{-+;5d8F;7xXniS*Dtnl
z;n;1D#A@<KfwR_}Iz?v1`?@!`KlTHa;n^7~B@@#t!Zh#i40f_JbW}j%qj3ol;iddN
zmrAfjRd}acG$h?HPd_$MqU&)KW-+TFql)>d{=aynfY;>RYX2dZg!@6jee-zW{u8`%
z`U2X6G2Xv0U(Jm?FI1K8Lg=J|nihUN)s}Tgh@*FAkUi|$>SV=B*4-V|Q0<WTf4l%Y
zJJjEcbixM{LY1qHg^OfAOdf7Z+B*gQ{P|p8XN@Eo6##ONlCc<FimSCa4oypo046t&
zj*>n1;d5iJY@3p&bBR=3Z(dCgaxo0u!~T5GNsY-is!Ah7LrNSVxi0;9L<8h{<E10M
zaB;;za#7=kwo6y-BM?EahSQc`1Ke+s?4&y@INTP)^USSZ8txz&x^A8)igyr-q$<*T
zclW#6ecuBaXSnOO>Z(6es9~C_XnG3wbiVqA$qrsnr2*3NuKZ*C39z-S>k)WJ`+2O^
z{6KCovD~n;L=0f>7&JZn6*IGw`ASmWVd7N(zDxpD`A)gK{Z}qCC6SlMv@67E*Ya|q
zK;}w>eE38NyJd+*2pjX)8C6svu=;niw$G+G{<jtW>X1iDH}tOvk|RD_vwF?_oh=;l
zE?xhQ%w?gf(k~g)Y2f~c<JDzKV-qSB8L|`&-9e+*z3x0r*^sr<q;+NTtrr~QVy_X3
zRGM-rVSc#(etTRh)STQf#UAOao(P@o0%0ngR9mr{09a=f5+?<+NyxE}&!%QHiZJ`j
zS^Aw3+fOdETJ&3w>a*odor?{b_-w^YCmWvC5@8YYYnhjdJf26N;4*j{Cn~d4>Kj++
z%(+q+Vy4VM_G|6%$eKGQ2G0lF+#g~g3}u+OG&y!{#KW1;Zw#fe0dh=6`(bqt_s$4F
zvV}X)nl=uEIfmkC%j)QkzQ@P!yI5tqxId<$j<WlibGwK`dBL=Y^0HVb6L!0MDV0j{
z1>^~n@(XQzi)69iM6APR0>eln9clmJ+2w%pJTo`I8GA~`Uq%?3jIx<~eJ#Q^U%BnO
zn&6uTQM=b^`TtfPy>C05H{;`LxJrbeCZyfke>&7V>0QbF3<BC|9KyIz395tZO8Cr%
zz?Q&NzQ<VVnH>?xV-hc;RuGh_03~#9XlgnGWJwK3VaIna!>?g`Vr=LQ%mS5x7Zsj`
zgl91<GIIA{3Qaoiv8ayD>j*-giDpgws{WL}-(UIvSZcXRTy)dJ#>5QD$`VYV$I0__
z;Tue>!hw>pj~~&{Yg`;*FoYwY<?o}tEKGPBQp3L$l8e12KrY`F`&0H`G|1nd@2Wn&
zkiNp0wfg4flq)O#?gHL@Mww*5Dji4|`U#My00s*WlYP&?!0z^~itIDi`}ad-ixps}
zT{K1SzzHZc@B4tr_a}YxvZA7@X)5HDPf4O_oc0g5ev2|mL1|naa(py2C6lll{X38A
z0c);vjd7+5J)f<HnWR4vvIcu=sq>a!7qUO@#!yjSOmzqC?fvP%@AS(MdXA6qTQTUo
zz5iaE%hN%E|DFhIG(IzOqS`}~*Tp#rLR5A>bcyhA@BIo6-Giu6=kayE;p;!q!V@g#
z47#2mH(~wcCzUwsmQEj_;Kttdp7R@yGpxVcht{!D$^JoF47m6e+-HAQh->!b5fB$h
zB>-^N@huwD5;6d##OiUcUu&~1(llHCEs5ft=Jo6|n-eam1E7O)f@fy?m3DxAY3zYi
zr^aCOyvc_mLfyaZ=z7xHS2QIkmolxiIrfTJ@SrCQmo%BbDhmicbpL2iP+DviHz#3D
zaMP9cM(Q)-AK0-z(co|I;tu{AkkqViER#U67VtawzalKJvUcDrk{zhsre}UhE8Bz8
zH?2ID|6b+G*~TA_3Yd%ZivwDb@1xrnD^oTiVn(VmDn6}C*vD`u{4bUI97VDdmH-Q0
zs^t~(^XHe|h@xQG`Oa@iln?E@W6DI_Yrx**t&IsaSzZmH@t=P%xo8Ib%+&u(_}tvl
zrx+8Cr=~r*Noez)fS_Y7%WJ-}l^zGjBbP~Xa|z?pusv{sKk6SmS*AaJi4N{~mOXt4
z{g7sWXy^Z7>n)?=Y`U#oB81=x5F}V|hu|Stj1b&i8h3XmKycT_U4lCVcXyXYg1fta
z#q&Pz-e-?-{xL>3a7$IKxz@Z^l~Tzi!3!TJQKH4LFYq14a$(}&3XP{AR@=Lnx6k-i
zRt<#4I<s<R)2N-CxabZgUX3o}Y_(lo_+E1BP?0d-KNt=bLZR#O^IMWSFFUNcg(TC$
zqzIW9mQT6Sou((2Li5_dH57giS{Q1DC`WRdpC>;Y(Xzl*TNnNa>-(S#xMX_cA8HZG
zggm?cpwi5s5*1yG6&=gFLGF4Zo91woXt}>WYs=55>d;vbCkAGsF?{DG>%)v_$P2<x
zgVjGU)d<yUvGzO0rTMiDbto*oJ+acYm${rLp^-U6nD_~w+FpcI7^wT)URjH%#fJ^F
zw^LdiET|Nzx%aGeecs&Jkxu&}Wh7hPHc?q}xnKB%k|(k2TA{9ll_tQxty~%!X(pjw
zztJ5hD2guy*_M_S|22*DpZJL6_uowPvojb+>P`2*rrJK$H!L14uOaBLaA9Lp{;9=k
znaFyt+p8G)sG_rwzGMr0Yqwfirz=u-_6IM|@#L*cjWlzfJVQuiMwa3cbDd%(QfJWB
z!MSS9-*Zz7ODT6TWsTl(ZIn$2DuVA9X(;LHC*UqAmY=h{c;N(`5(H=G0Yr}OJdlUT
zxbunQQPEwW{-y_7_C<i7pKfPArlL|Di<_z|3hG%VBaIBBn&V(6zj?_abaHw&zyf+&
zdwhh%a8U7?5-QbP0td~5H1ky_jq4&RuV4BLn#?!_T59h|<!3jHul*JUN>t5v-}>5<
zNo<FEq`}oO808MLB2txcqjPU+cg{L=dfMS*g>8l*85Ogi{4>>>`v~@(qO#SgNh~_$
zPe6r|h=AIGQsX))aK2cKjWA6D4D=2YnjZACfuLn@KOdhxpz_pnK01C@zLA_Rv@&|S
zt1h*Ia|2wg*7S~z>05pD;9|M%dO?W#@Yy=Ky1<L4@4JhhiS&v!e^PMS=>F||u>fK?
z|7~M-U?;<`k9Msj-$M($lCYV6u{aM3U7r?_8eXOro4<tF&n-<s$`o*?6CHClM;b^e
zDAe0mPd2Dupe+mx61sxKqEn9=)}AYv3z_m*7fS*IZ>QnmFd9tl<1HC1ZNaIInu?cS
zhhHQoKiQqN4sHJVUb%w$>y4e67D4R0n&IJ>lZ8#4`3h-4crp?zI9%cJ;BAlT6X?Sx
z7nbYAXi0UYZciPE5*BuE?NvAv&<ZT#B-CABXXlCYNq8##StVd(^v2_=sJg6w&E^T@
zy?Bai>->#5^MJ7^7|?8a2Y$JR=V;tmzfQx*y6AR4QhC~2EVaE(*L}TMxs&?U_9Xk1
z@#AX+*3u6_l+IV|vAymRq>RiSC&3%iGwD%4*bJm3m@jWC`YE%Q9ZctvCz%JYAEb&@
zlobsv<k5jjKp}`Fc$`b`ciaz1ZE0waKy^Jb$0e364GiPob5N!c6oPtRLYT9*33*YM
zu51u}Jjg4L5*9Jib)_E6iW7_9Hbtq21R8Q7=3}x6*@*IN4Dqi4KixkhB*TptLAlZ<
z?bDOj26WUAu;3sN-K*B!NBE*Irsd~*B_yD-8&5Co>ydS?2y6WHqS-y-_eqFjo!TLa
zsZF#I38P@K=zUVfIFQ`s(&PU>lkk5nP=jnxu}tPeZfPTfEB5tx4)2|j@r*(^c4b={
z7Y9ljRZ;y4=S9U&!+W7$?&_etPEG>@z6oc~S7S*1<<B@J#ymL&@!)N{D0-T`=k2?~
z$5WXp#D8kP=&ZWKCJVjNzLrnA>uqg*GRk=w;Y*ZhqA;GVL(KpEafrzmZ)cXd#;zy)
zaF`yIt)>#1Df%teO;k_xqReUU&GE)iM{KxlY3WEmTuOgHAe7l@nM9e*He0T|EMh{_
zh}ZitRUp?)BBD%9Dj}7Ji0GbP)h5JnEZ*SkSAXSB(W}dSWKdA{0K4qC`@UyS`F7bQ
z8=}x3Nf?=FpfDbzM7+!=d1i#_sqHoL+4t_v#b~`GYu0JfYf36He-onQfA17=`vj;e
zR=vdL`FS7Buf~QQix55XZj2e%%_r^;D_=v=-WbeuE75;S*ULU1d+B~<oCk~i=Prdj
zJ=<nVHyG^?nzEcGFiv-s!#%NQ+)3+lC$L(*WVrY$gzZpb)4|2lcI$xlMn{j55`*=A
zlWeK9iR>7em*_%kSLLGT1X<u}DOXVzLcL<EH&LG5$YxnSqXLRY28@M;JG&AqN9O{1
zG56b_^rKPQ)}MKSOf{ZTTPu}#W$k7rp62P8#kl3GrG>dU23k{Y7ar5bTpLI>Jmu?q
zn&>9qr#<Q?G_!9i5x4Bg4|%>G43LqMAd#tkjj0n$H}~g|hGs>JCp-0fcoF@xP{3ok
z-s1LT<_gZ#m-<RyM{cv4%w4wi$1Xg#wl;j`>3p^@7(bEpp0#h*IfGJ-yVmxG9n5+Z
zLTMR8SG`GK>ONNHDFSC{v-riFlCvm5ifXg!))|r~f~UXcQxvZ(O37nm`QK;AumJC>
z*<p@@h#sm57=#Z|5q2%IM}%aqpm6rVahur}-C0vp^GkKnn_ShJ*l}GzSca~lKpMZ5
z+srsNx&`Yl|9W9W$en6hT>2QNSN(AMVyYgFlE#E!$zH@<cvc}x>XBEk@R2^1&T;G(
z93rfp)Z{f_N3K+Tt2&mjb&iPI3z)4K=;#|#s=KE(RjwJ%FcuIhK8nLm6utD74Vgls
z<farE0mF9KEQMdta{pFlP|ZPD)P_fn7AHdqQ-61_!hQ+=Rk8JFF0kArBF(h5G@sQ6
zxE!b0RlBfnso9XqA+vo!*y=I^q(?%6ZHDxGGP!PDde!b<{UKiZ6Rz)9PwiBVj*)AH
z)l-><_KUvREGGOrG->+o5bo#xY<2y9ZCf@6%}#-Qz_$vv<MhcW&gfd9%qi)~itq3i
z4f%sHv#<HzCrYo~MZCNbH_)8|sd*9<G30fX;`Yq0OjkxC>ohts`_}Dnul6XF#5s<w
z^hpR>FLz4p>_P1O`eaYIHQOfKNy-5E`}Kz=CT!*^U7t3dS!MfCzoCuOvX7Aoe<^d_
zv2!N$Y}X$i&Sk3Tj4&I6-TzoD(R4}hkg~9ZIN6Gf)J6xcP7#iMja+E^bt>}XM|;~?
z%41@G__DcKGW4-ZGu`Y@>J7@wOkXQ(MJ1pxvJbCal9jQexzx0seTa;$c5j$N!cASq
zOoo1_IGy3v`Kr;?>28<Ke*0gk5j36{XY(J~@g;;JlH&Nb0|6i$Ai;n4{yhpP&Lk2r
z02fJfZrTZ}YO*NuzLm3wDLZQ}`F2_P7#1*F=2Z;Q{$qLaW~%6BX#+<%ndiG~vAn07
zYo12VnwLnW$7-=q4S^4e5N~spwxHoNld;)ko<xo-Qvp-j66Yb_>+{_7vinF0RiPT*
zt8X!@)nIbX9ss-OwsD`fs_N>>)=i}FB}32e%}s|Fp|f3o?<aEQ=EciCM);0o&;9pL
zd0GLTBwyGFwiig5uFZmWdOKw*fGIB|6Dpl$#rz#5pTU-EE5fD3p?9wbA(X1A@Ha#G
zYB%04d(_`)4Y==7xRgpiO_gDhzGIZ&Gcif@8r8v&BzrE`b;PDYbD^W<b!liOOV<#e
z-bTxfjp54R0>4vQ#;QMiYbXVJhFA@+;|J5n$HC?y8q?jw%17{VTL3(Y(`|YGo|U&h
z)M91<Q}MrFlO^Hd@fpEHA88chQmzg&WA+>WKcD~FWnxtCER(}QL`2*eVpn5kXOF2R
z_tqP@N?2+$%4KNgDBRoT;lLRud-p!ba4d8zJD85l*SPCK@Mq15_#-`6`FuLN@_(M_
z)&;CQN%TTJn1D;Z6MHwWHY{&_8=buu?U78vOwqWX8&)I35uUF&qrAJ8mlK9ayZN{x
zhW1!l6tJA`$#|Q>%vqge=S45l45vb9qpEdRvhjb|upe===fNzmj;-(cu41tV`gC%c
z#GI3}vU76!jyp`ZxD7aW<n6O1Kd;g2MDhf2tevkeRXp-AW0b%hQ7kKAc=AM({$cN_
zr6o&eXrZqf;#ug>t3~F~q3$0kcBXwJMW$R&pSDg{-Y|;9+<iSWvOC>W5C7uLwlQ1i
zK-|X#I2UGfaQ^5Wf4Rnzl5o^}eE|OfW-ZsIY4-AMzET@NK|H4~H&9=o79_9TR~&I&
zhOfs2|B=}sXsf5R`nbwtp8nLpp@FbZZGEiz_q8Yb{~1)XztxkZ$8+T(ToH(db8oP}
zqvZ=Ue9RhG7d#Fdi~?iD?w_$T>~?jsk^N|s+uKlq+F(L8q*V9DG`Z>WlaMoVJR7Z8
zun`5@F@d0R`;Mw)jH;8P0mR|e9uhimF5jTNDB2L-M8sHQf#Yc_TEeqK&8go<VPN*9
zg?}pyj&FZI`}mLk8I%llv8q*s&gzi07ApR#8@0@0SJ$kwr2p@8mC0t&Ex6KNIitVG
zK;6K3i=8KaG$-Id_@<lK%{fj%uVC~d{QrI*JY`Fewq_-rAfUz~L<W_Y19EF|X<Pb3
zpDV>k<|4YrN($$1NO9EYGZPtDOw#(~JbGPQK~7{1vE9a^DW#Jmt}drXTE}<o0;;>S
zjG!Mx9}*U-qFSmRUo&PSGskF-V>t_(xxCNx^m9gar@?|5cT6IpuVa*h6=rfV^^WZ3
zs*%|ZzKB~n#l<370Uf_(k6@%ufYnrOIFESKq()A?iQEwwHwKDV6ZtSrlgyeC(OI5s
zDjt$$*!>x+o!IzltV~`@g%C`-DyN!(tpE5e=4(6=BFqdF{(ozXugZ}3YNToY1F`8K
zgX#-7#kTqW8TzH+wWZVP?DwW8bsrptBkLW5aan5_>+DW7Zzk16Z*rLj;y(t$sW4D5
zCcB=T8KdM3@o07yV4iMP2KUH>z9t|LZ{m}iuFODpFW3=ISs-neCuCb@ud$`OJsEPZ
z#-VwN&zaXi@M&$Sy!Rcnug3j>;SDX8oX|r&hm=6rWLDqM)`&AcptQ8tj?wy45_q4P
zkdbQPy>~&!?3#q~G|T@QGD`05R`fxEiD(+L#xNNdS3aqdlCnf0EQJ;&^^G+c3jk?@
zBNp${xIS@^cxQq3^H^`c-#Rh>{Oz~P0y`v^3-1M2`*)EPWyXRBCiogVH_N<t-w!A*
z?-c9`cZ6=R8NoF_jmPFokOM`IGMzQ}+OzpV-{BvVMVsyMYlOMdxv}F}xxsmD`q3>1
z6N1;M^8@XrXY4GG*M@|*v_|-&*n|7GY8o{iPW99!9E_}sNDD}ez4&w5MJOd<0&<@H
zX|b<pie(~vQ&slYI;+RDcjNx3qrE-sEiGR)S*v~)NhB3Zi#5$yy#k4#c#TVlYGISu
z^JzU#RYv`V+cB4Gtd3ENJvNp(3P3?7)tUd6Bil)_ly>)_AnzWYg5Gl#K^8qkppdYz
zu-M!#<K;@SXU}+7kIj)&3_NKf@k^~Y2%kP}W107*<Qs~AXRfXt!(h}Gd*mB+{7_g3
z-i)4hWayg6EUTf*Gx=LPfB(qPR|M&eCqvRr{Kl-Hz%3d#=Xd9PBU59=?3U~r@x;r{
za;cSd6(iL4)qyrwWTC0sWYL!BT5rcDzXnycS%W<2^15Q@0GzLji{~H59l4n6k@bzg
zf=GBu7A42nF;Pig9z}em{+2<9@%`_M{oBbq^IRTgiTLtGYimE+>_~egsW@BioE!Uu
z%nC}DybZ<tMxAr`?E1QPJWq4zc7|cPx}53Rwfst&{kw+i1C8-NUWr^6zo!2@&+U`_
zQ9lSTH~iTb>1w+qwV&u*?mRQtmLJ9DfuE=QA|FAUxJoZmpOwgaQEE8SNT=&iNtbzq
zQ?F449Zt`Ae@#R+Q~Fv?4&ZIL_*<CJjtgT`uBO!djJ|hujBvMCM*NWFCfZ7OIqxA_
zk-~UTNVxuDcxTwo6RY#l)?(!^33?VV`<oU)ChM?^DSBZx%e=3Mc`4AKvDwB~QLlEe
z2&Y15v#FfP$!Wx^Q!tNJh*Ba(rvZjio^N<KpIAba-rn}$ZA}_CC8bXgp0ghyYpu2`
z(2tH-az&oA9q@{F$E(($7|eD1X9dod89NidIL+_PpCZQNv*LHXInZhA+^KiHQQBr{
z%GlF(YP@G^=P35D!akR!+K~1>bbCv0i}$Yq@s4IdZU5_kEQnzztC~cGV!q>MRyc_v
zIQ52WzoH^Eiaq4zb-lL3H1^WU0Vdlx&j9LLIOq(ADL5yv4S?!@oc1U{-Lk#EKX!X!
zcXP2i?`2+e>}qijI<ZFUuW{I9k+;iLRC!8}G+QoRxv8+-UM(@Z9Ikk}L79ji?D?KG
zc*DSM4pONheRQD76b$5J4i9mCf@Zo-g@S2zOc+cVke-^b!YFkHcBY8q*w(07v)Qv$
zYe>NqGSt)@3Bqki$&JKclCCNNj%Y&qll3^$z96WSTfgHuLj^~%n|f7^d57ebWbVxm
zbb%*Tai*BEJH;yty9?GS9mp`r3WM|8Mq)zDA<xA@Oh9ax)fCc%F#%^{%^={P|Lctp
z0-5WS8r=1HL4RiH8AZ{LkN<p<Es9gjqrbAAa9di74EO+}8U63nNF@U%31Pe)ofIWH
z9q_HK88a1C_>RZ8cbA_rkYA##bW1T+neOMt+!^+k)}$&UBKr3yJ4f(122GdcQq|VZ
zmQ#OLRAf`Bn%BFDQ3s1hdJiMGVywW3j^TqrQStgZluu-RM!N;IKY6Z~Zv?-0boJr#
zAHAH&k4{yYLITeu`>P<&*6^ShjjPZdUN+56-R9=zaBVcQJK;sPD<wFg?`$?)M9COb
z(U#WrGDhz*eUp<JMX;;2uTNJ@VDU9WWMZz#?4OUc;5T7)EY|BOdiz5I<>SzFI9Pv`
zVYyZZQVH<ifCcs5w9|4|Sn<7`jasxjQ^fTh7x(bUNZNN>ZX?<16;SE1+pq0A*eR9<
zmIAM{EI5kDntj=oUO!(gpBw;}`W?N<1UEY*<$CO7&{8WLgo*R1X-^1jxcC8$fRLU>
z@}2dfe#ITv<!it+si*Us=`o(x@<;uRy)bdFLqA~R+s*sqp;aSiKbJ$@%u#MS%Lpxf
z!Y^j_YcW4mH0d5EnigAkGc}$T^82e)iM}4}*X}^kFD^3Q3BA>l*<bY!y^A?StQOrw
zpfo&OpUWD&&22R2=zjDOM|OY`$}2-S#Zq#Ka{jzvd9!ZdTTi36-U51Ee=34)uIWfb
z_<567LVl*Qku;V@!c5g}rp(dy?bR{?=fVxk;tiY#?dgD3%74a)$>gNo^TwMm;jMac
zPW2o~kWGd9XUMLcuZW0SUNpIiS`qxNXnX@dtyd)$7qLEY#fRF`Gs4n$C&Y(N>Al=B
zfQW<y#FP|GS8x334X^vX2P%GXxo)IY7X`VuYW#Z2>Aan3iV6<y%1{{;d7Ai7<nyZs
zUmJyPg}9oKz}&FnvR@Or!RcYjautXHcz9c5pv%G(_UHJ@8cQ&QFH@o^35(I>`-b?w
zY@Q+(p+BRv(WrB5s>>rqJfrkJ6~ex}tTR`C7O?p6Cje9td+T7MU@T<`V@FkdHzgiB
zVZT@LE6i=Q`f5T3yVT2LAnX00cy#Iba-tVUM%ew|RVFp~f1MS!Vu*Wt8|y1{3HRGu
zzNeDuzqkOPin0p{1~*GlBsu&oKt6HYXM(z|P5X~qTPR5M8j%YLr<>kV2>VUdb4bq^
zTV2~+CiWU7Byj^rC2mJ1$;M_Btw?S>`?>qWonNW;c5cDLDa!yS^MDXz!0hvZM{J;1
z4u?iA@72zvO=rJoo&43{?;%Yo6ugEMN7jTD#k{b`r6cz&ip|Ry<Xw2y8-w^U#ebR)
zjB6!JQqK!@63IcH($aQOvI*swId|wEcae^N*7v3|%a?$QtX}XnL*NSysV(^FHOBC*
z`|+05OvCt=O7Oqe{DJd78?*vS#AVjb=Ft+XQN3#kOjoXbwv=f3f)w^DxqYu$n#bLg
z|M|Ww4M=%;5r{0#>zROerMpnDj#V+dFa)t>t&ES*vnWijDo|`X`Zxq}(|~mn;o@%6
zG`QQcR3`rO83&28!}Tq1`Fe^@`(NepqO@88uP7R3sX>Xc2dxoLjtH@jLV>iQ1Mm|_
zjt|jCnCN505^`@jETU=?Q4%it3_;&cx>VN!DDq@+^$18M95$errffNA^IY)pzDNaS
zo!fQ3H?D+xeD`5rKu(#~b}`bR0w4Uq&2Q5lIS;$ZvrXYzVl5DX9-kgGvC5ECZDs8n
z3!1G3{9Pmb{hFi-j)UXsw{+GA1a!yIQZFmdSeZzf;t_U3*?2%t9#8oTR+uTtuida#
z#wI@ADu?MBz~I+|c^`+ty_daIQ_-`#8~L_j$=RW~#KZdnu!GHp-gx)NAOfibIt2)e
z?JQ(-YkRoP{!O03SiSLEt}|D9D$x3{k&_$zC_3*zXuLknj$+8T_ts%QW7jh&7^<&f
zi2HE$GJ(TRVat(F%oS}k-^oLG?zd~a`h}0x-54QHql3(ek#$uRM6Auzmb`Fa^^fU4
z@2VnB4bi&Fbh`&aMKn@)!O<C9ByyHF>fRWOotUVXnv)J*M>%~I^xidZv`Ip)(ZzrL
zbcQM@+2ZA@WK;69frJnGAAhJKE!#5cM0<y`XYAq(=Wl+iYEbH5vd8xq33~Du<U?j|
zA4PIV+cp(;sg5@jgjM%ACm7enS^vmOB~*=l_Fa2(BXcq?Vd7#JqHbqvIRIHVvpW4R
z3!utyGgw|{{LjTkr2)_$q#fUf_M>I1(1(Lgko8_T;^|DqtqpOMudktfkJ%Mq<UR8#
zNFcBj`{(bopx{adXNe4fJ+Hu#24obrg9E+2q*ifR+lx#9Sfk-5)b7hBiby0I&#tjG
z&w!lV>_qP(O$)nd%{9RSabYZNnnb3B+-Y8V!Fyqz6LE8fFQ#aXFtPel_&M)x<g(nG
z@_<N*136_0D7($|&J5Q?a#K*CVTlED+yx`&va*e5i0?&==c-`<Zpv35j@y2|<HGPI
zqb~ATo~}}F4R&~KKbzrpY%&vKFJdV>*Lr3NL*ZX#0aO0vWrL2=@=(?@#eXUGZpQyv
zfWl}1R)2Je(%eS&6NiaEES5S)vGi#a;DaTKX{Tr6jOTQ$KA#w@!2baiZa_t~bp#F_
zI%0?})OU{mHtR}#Li(GFTXM#Dv=5oX{QltlDZIu+UjJFHIL3?Vr=Sk5txK_|A!VAf
zOL_|(iqwcHuJ_YTs|UR&MAp`rxgydvkK!hjyScbrMSAoR92x~8Kd%eqQCv3Dk%cNw
znkEGeIl&p}%eZVN=uLyh6hMR+_Q48O?;PIztX;R=GKJBJ+~vl<EQwxt^ikQ)aQVdy
zzpV++SW_H<;*cIAU$A52+^!<**;fYi;(kLmhUUo&rI+qz4IO}Lu-X4Rm|WN}GB%cY
z$Yq+k4+s0>fG4AW>kX{lKI|$vqebagPpY_J=kxY8ZaZ)A<?UPgWu37tl^V`j2xsda
z+ikX`8#53i`Mvv(+)hIPx>c%W=p29z#32`+-Px=N5>|JxwIN-u$Q3kO+-`)!Jj2t#
z)|Q-!^cIxN<8*!AcjPvW>l$W(YXuoy-`~&dzm?j=x2>>ho$e@rFp$~#Wf096mN_f(
z9WSD98qVHcWq-l-E5)0{^04JusTmgUtDC6M(VKw)5-;Q7${Xyr>^8t__u#sFJ1-H5
zKjMC9mM8)quDUH|v9<C~Q!7xLd8Et46J10v7F4!ob9umx2(hdSxpZ}ZAS6t3rwaD{
z<)Yg)$W0Hi^!ScSur*monw{M#4UJt{?6L{~P-B_pS9`s|j~*Fb6kmNOWnqo%ckJ?j
zumR03dIPg`L2q;8-^+`+qmA~B{(k4K0P6~(YAWeGkl^cZ&7R*|=(k90UX{)uM}+J3
ze^S*`X{PjuqbZgx^E?t<lc(7c3_qwndA(0T30wdwzP2@*%L7vXMBanG(-etUuU|i=
z85KrS*v9@{nzW?q8=fp{tnc+jdjxDM@p`g3kw4(oW5)4#T(*C(yLsrG33ElEIbt0s
zbV|!7n?Jiwe5;X=Y0{XEVr9@?o0Ajg;7+Ii_P*d)n~3I_$&>AI#-78G8@aby`9d2w
z-)Ap$=KIusb-L+I1e%Ik5)@Rqir{G=Yv>vVgqJ=6h{ZHkPtK^T$MuFDyYY5^n5MJg
z)TA84#)$0Qjkj;tdy{s)7)G=F)04TaTnUx+N#0<G)_8@!4;U3G&mCKvU<@e8ES+X7
z4W<YhnRItoAH?20HJQjT7`YXVABKBOJU}U~11SAml^m=+SagQQXT!#}oJ<Dyl`q$z
zuTyeiKIVA83XaE#p#2ClRIy@}cz2H;kZs<eze-qj?O|+{nHRG1fTLv`R@yYx&C$3B
zKb2jd^iA$b6&&`J*ySM&%UCGRf8dT^yPurLUjFCj=aq;q7w|(5@RNM*N6BFFo0y)+
zEX@0u&C^PbHomK^B`uNf#x<>lyEvV3W>k0S1hj{cXw;**JX-<aT!~--MQe`q(W%ux
zmhU3(>~GQqGz{ae+$KIR!@&UV_kmjkzcWmYvhL+#y$fFN=$nn6$SyxeYh{DeW*6N6
zpcA@dUHjt}RG&{HJ(TM1Fo2GmQcYLRLbQ=Ue=&{2l7{}oN!hH(tE|lJC+i-}9-<dX
zh(G<+%_jd8MCh>SIQhe=Y~8sYGlO+fcjeklQBh~;lfwbk=YAEpkRGyasgVKsZL41>
zqfv0M%g5s-_}7P}m;&A~G?#d=mrSK=vxudG)c~}|_yo-kHM_~>D%3?u-^6&nEE%W)
zu88LL5Y=zRg&2N$Ti_9*0K?c5DDB5i;m7qr2&@M|To<8Cb#{x|u=V8C9&K{49$<rn
zYSva^rm7}qJnL2@lB&)i66f`OMg7O855F}~Y*7_e+&<0+vO@vKgars1z*XS!R}sCT
zGa76!so0%%gaW)d*VH}l9%ZaTB<I<+f_AS&R}_&J-9%-EC;Z9b(w#!|X_AtYQ|&EV
z7W0WaZ(D>wuiE8T)r_0-TSk?+5CB$}8atZ@p+xiVa#JBpQ;vWfMJ}+6&3L*0Jjs4@
z+?18fXEI$~4WV-4U8A;6QkJedrMST-0LNHwxZrW`zXJrpSdRUhUI1at6@hZA((x*@
zR>v{g?wl<&JmVb1N9SlJqCAG;(h$OVJpQHk3!w{-*{Jl*WX#691{9k!CE0a-+I4IF
z)wZ5*<lk7P>=EtxolAP|IQvn?IXfwGz*R9bGwYlO>G8OpCzoQP%jC!ly*SU$o@5>)
zotEhidd&96M!h*0)cgV?Ezhn+uo>=r|AtxQ$uo-Y#4t`94lfS_A@MsPtCV4kz&*!z
z57*6^**hU+@aZeiOw1(VYe{Z^87X|{BcpC#ITbVZ%p|hkVyoR_iu2FW0<_KCY$Q#Q
zJ$g@M8%_ldl#Tk4V_#tr6h$2M#oM{Hj81#1cg&Wxm=pJ<m}V=CRACLu{aCw+{@BdX
z6Dwt_Siedf!)TZ@diR5wQv?EmR+*|k#<CDX*&Cv~?ZtzgDcncXe~ycxBvOM1nmtq~
z5=CW2a!Rjq$7yljhPQhAa7)7K<q|~CoP00ftCgOEr<oT2>G`y9+rYpJPELHCvTuwK
zx0WGmaf~-_1W)t^AK}IDaJJHq@%NmJ)PgfClc1>v^^w&P4B^$e>J0?hOjMB??T?S<
zVv${^fHn6M3W9H*d%qGG_CWnpKKe<Okd3WvSl^mfNX>tcuQ2WZ@wu0{L5u91``;k|
zcsc+i6RZVDI2;-Ebqs_b|13%7rOG3yAbxSGcYlZ$fu>kr^&<1Rhjao2>TH{9xY%5-
zhfx_xd3T!mkHb+DY<?~k!hbfEp<ATt_<8>0EHM`OkD<i});@XFcaPFM5?`jmpp(hM
zIR7yo0*D7xJuIo?c)fVN`&BBhF~Y+w>D3BmKbPfE0-B!x=zYfb@q2r?urN!R6j3ss
zC6&V+QQx?zZZ*|e&*#C9#?_8zd3#6SbZH^y_4UjNPm9kU=g~Q;-dF(R>O|{L*3V9l
zPN(h$A>jTqYy-<oRAJGooiC)J6qz#JH^o7?_F*YG>>UCGkeAB49{O;B3d#DD<CGt`
zh3X_FzxU|)_dlGWfb9y%ZE3!6lv<9Vf&zbYcJO@Vx$@L9#lw5xxmXsGCLAGx9We6A
z5dE+GN|Q;r^XW6=Y{hc>MukDi28F2BcWW$Oa<I~GeC<{e0CrAJA7c~rL%lTty)rU3
zQE;IE)Y5S*E^yLldseOGhT9P>*7{&&_7AT6^UnEimPTefTjzd-w;8kA-y6Ec!KAmX
z%Gh09)vhlJg{KDB9*x(>8p`Z==LasM%hrlkd+@#uMl;#O;-e@*OJX6+tkmL&3lP_7
z+6eZR^bEgMhlrvrtST}g4}|neqi6}FR{&=w>rWc<^zgDPH#KHDvX4be3aH2~$i<xB
zM_YExB+mJApSEAgK~Pi{j8W5Z6oW-Th*WB9Y>q~7oN8QLC>l2$hJ@jriTvd|9@szt
z@M@^rTtIMcOeRg4OxrwbQb?06k_|#L?E_Tz`tw;NPg<<Ly>6?ijJa!@5Z$3J%vX09
za4Cn*C@zw|j2vXRvM!XMH<qG^ZG)MWO;fLCFsSB)s=VQRc(jW2d+m&~YDbs{`=#~@
zyWUVg9`cNs{o6slhe#LyhhBprM-a%B0U(_%nO2X*p!^dVCt0eg@fur18Y<7w$6|3v
z^mg2y+}&-@<sm2}L?1Lq0ee1bRJ@lT!QipG^KtJB)U@a{OX6w5l4!yw2}hxBCu%Ar
zWFkIT_yXoIkJSk%W31FG>5QBlk-KZO@#2F|Ha0w65)NbL&5Qw9%o&2!0iX}{hgy2r
zzznD@XsWsb=z!C#aTy93dXzW`97SyA+w_CMl$f}f#|K05owHn1g^J;~^{zPIOG&x(
zL(>0kQYFs;oh57hjS2rwT|zJ_FZocH_UEes|LFsWh~stk>@V;tv~twKGiBc8rmuoi
z`DQIVctKY*KIiQpi!ClUw=_lN^(^r{>G47tX=4PLmxeM|#w@f*Ru2cZk+GKy1(UFw
zri(g@C)*P;YJ_-M8PDE21ZZrQG!!T<fQ=_)`QMGOEq-fli^+50_jG#X8vyfr_3CZQ
zsy`~VVQ~^p6)PR^E{8{MaJe!$*4Q1IgLBUS!+|ZN_C2IrYfS*GY9P?Ov!zk0(z$Xp
zF+Cosw1x*<JCe)^pk`zbm`~3nI1Q}w@vK&(IITCN&yc}>54n{-6|sqI6lIQo#&usl
zoB&cPqmv+2M$mq?$}+l^Alfg)U;lUx^G_XCntOFGfHX6`a_`t$A@{Vlcn`<UXW_Q)
z>Kkpo#iv_JaZZ&Ttps?wM(o~)8e1XgkZW%i!)r)^>Rd>A)hy?q@o_7pC6eXKk2#N+
zx3WF_!_T4qgqbf48}d<mpj{digeCH^bt&>c2LObG9h;HQ7c>oFc1}P+OM~<22S3nZ
zS#BexB6M!9tbwtV(!S_b=IC;sbyg|m5^&?`@5Xqppdvi~1vK7>(0TiOXR*0dcZ*v@
z5`3iaA{oJ{sp(qY>0lF+oYTgvOO%^ant+-UiBc;^gv$L3K^NDr)AeVRfjD}%cQTm8
zgs6n2q0xQZ8U>n|1fX_=3wl$W?Jfo^hKn8z4}<FhOwfMuZGM)5^~^ygu;-UAqr8>e
zj0%AKk+EI5Lv9VN$g+Ng1Rmgy`h`L*PdC4!5gn(R%(OnH!L5^e!aI=qP{dqBG&KF)
zKVL<YMydOjaA(%o?EuX!o^%WjqsGQ_GqH0-W7!7XhtGIBEl4lv;oyVmrxms&@>UfV
zY%Tu-h$tw#bA1NbK5|SV8E{FJ#^S>`i%X@i*%>~>9ilHgh)EIy&wa1X{DaFWiTQ$C
z`u9qV3gf+iLZsqg|EZc(#AVEt53l}&h!wk22%n!V?g>~$Ym~Lo(rzg1E7lr8t*pz<
zfNtwI!&qg>OHTAWfWl!%9duCV1Q9b)f<{UO(%J(#Y1=$zy;~AWF@vxz0j7$*+tylW
zT^wMw;qvG8N17Z2vrdhz+M~Pe(4$A8d4M!R!L3Nh3WRBDhF4mP#DC!I10f6<Cq;W8
zPh3g;r`UWGWVF=}<e@=zbxxhr#>)?yR?KAv;!XT5OR27^x0mQg{tsOXu3el`d=>-`
zI_yFTj0Q@&#WB3POuGKv3ty!^S-?FdCB4OprlIu{)%E)6`SWEjMtB2g?2Fzf9~iv5
zr^fE3A3l#ib!<|vH?V@P!opXrF6J&ua}?D-LHsU|QB$=Q6)Jiwt_Y%L)|5B;3OhsH
zh}}n7NKR@TnB%<z&w;;-y4?g0wKS#6+~UfJySrlO?lY-6y6Mfhty%v7kF1j+ve6qw
z8^<k1+=kh8Y7#u#mJeHeuA$%XCJL24d>eLM7}PwsJg&{8ALUJl9>LoURoL;-ztq-`
zYAZF4waBwQUaOg4V96G87l9H#O;y`DW}$lhPj+$m()Alz+&|0J7i<hX!_{K;t}CN<
z<&XABT`*qkGOIPI<5fhRRfXbmi_e_d5_`?uyhf6ZF6vSmbeZ`#`Vp=%x`r)#F&`Wb
z-!6(>`f}C|<VZASsn%kA4Xw^Eby!ky;crAORE~KAU!~NK{2;bJ3%|7VcLSj#u#I!E
zd3Pq1vBY$O*80sfUr*!<%!a?8GR8}k3Co}b&!3|@73q4`)5{|)J{&T+-aLG-<5;^g
zRPLfz(4Z5-xI<vdQGw>g)i$3CJ+*Q_R_*(hb8}u7OpWCr;IT)X9~xm$<t*m07x`Sr
zz4g2oGln-<#ftTEmFmY2YRUISt5b2=;5TpYksOM2TTi%ME<f@*Gc2DB#XFdK?5*XO
z*3am_o}X2~hObh8m)bqNp?qFnwO9Y?;sTp>t*h{KTRo|U-}W_pl_CARDa<PLl#*Q~
zf)6&q68w;X{#-)dvVSg%Z)xM=m#*iAzeLHQcnYK^g(=otusX_hvG?SU3zrX>pn12l
z#tr#ar72@3uTTW;`Haz*FDOK68aq}sc)WJJDd^5}`_$-&-RHkH+Aw1fOUSlg6`Q)I
z;5zd>dHamc`0gE&Ny=Cu4Dr;-o_VFS>M-`HicrLK%?&BLF;?$zm)Oun$*<?g9v;^?
zwV|i4UWZ2}aANp{O4LQ>uJYJn#ZZMAPic*vF((Ut`Wd32&Nz7d#&>L=uY<W3i|=7E
zUo^hfdwRNpmxk}1&Y?9!AClD?ipKIKNBzhe#r63^u#gOgc6Ht8T4}p}&}r7lZ-c3#
zr%m^xNmB_iTC3faj~7*ErzSkr^`=-`2{Z{m=}(^U_UFIt<9|pLf_5ENG?i{oAf?ID
zj-J+R81j4RuN8BY{5eLs#&N{?$z4UQ4jb`U<CM?2(Y`6{y-@8d^ZW@%sQsNSL!?XC
z=Aa=qIAL^yEBV$TO=4Qzxs~O!!&~n!pDStM@i=R_0ype4zFgJ2@LxebHZnsE`At_k
z2QE?iNbd)|gEFPAhq)Gg>75LT*~=GU8*cMf;rG4?tjDtEqJyU?CUw_Mq5Kj{LVfk&
z%4u3U-i&ZAt|nZib~3d*A(~QM8_F?6d{=*-K!Ow_*Dn&3E|^Yf=fagqgjTruxmZHl
zEVoqNuU9W0t;{A@(DVM575*M<(uv>-)hPWiy2iZ9!$}8e)OgED+tMwyGrGq-x^h!z
z%k8nxi*q~y6=N-EKDS)Gy?Zh}C(p5<B$$%HOI?`@cR;k&dCl!kfis<lMf=u=LsPTk
z&2E8fl-ZS&UffgIMzrxfC<>)ii2i_hBk69qx4kXj+%UtUk4*~YSL$&lzU|F+A6m8(
z**gDY#oy)K-!dd20v(K2sz}8@IQ`vnKo>f^HsE-BymN2Ey?>h0&y&63b7pruRbxBE
zG1xY@jO9j07V*HF*F0&i+pcZ?kf}RFnr=Z&H6)nb<BIsNp+Y77BO=NzCGX#@iDsrv
z#6yT0S{7WPTo#9K^~#e7xKQe4Yv7{kHgX(FhjEhEWMA?0MAMbtmT#fJsvylqwqR2w
zT&5|8@7_p`Qn}wW%MU#X(7L0MwX~$wizS=Ai0dYdK3F~t@F&g4VU9C#VbP(Gp{#~-
z2mJj!XXfA0w5vZ8@U?!b4jUCebHGDa;&d&xGV0}!(9PtV)eur0mPLuVUtiMxwz-|H
zh8(vJCfBw3Ng2nnmIqE}J3p~59$fLtaD8HslEYx#I~2ne9)`!DS`q5bk+gJkR0y{3
z9sJyVgQm8Yked+8R?E)y1;wiCHP5g4C9RHLGI|xqSlZ~5vAY2y9n8pOhXPc5iSo^<
zJJG8~hQ>xd@XcQvR@WxvkRbIog$L(gEh3({z8hEQ``dEL)&3<Wd#o0(8db9wsP{==
zR*W{P3Dm6Ahs{{qzmAv>T_5P}CKUKV=BynuVxj^GLSvnAd8#DmjIribw%^!~V|ivo
ze}}-Rzx<11bpW5-K2a7{e?}k}qMCDnV7nF)p@&9XGq{K^q2D`t7>qArecLW}eO5?i
zABDrAzrYB(=fxYq0hWpxV_Vs-T{HCRm)OdM%KIPGx7vGDL@$>hdZK;PT5m{t^7uoU
z!7nWA%QK9L{~^g#*U1c@v9>FHXnvzyMJ)p3c++kS4P#6c=Oji|7B7q!Fqjf2sH;{^
zvN<?nJy~z`_#SyhHPJ7sr>@>CD9GPM!zGpaH_)#Ig?3VKUr{M}et)^{;9+TU?|I|(
zZKWtzsqZ@;I%wZOOyP#oQP=DAbg_EX>JJR@(IkSuKlm^@<e-L&#9HiYYwg)b6!!sS
zNB=dy6!Y(ppq{eisRz8Crs|NR&+W!8YDZ!<E17jl)^?;q!{yGlH5od7eg2%k&m~ka
z2q;^@v8Br9%v`o4R$aaCZ_d>;N23NrQzl<G44zP?xyHwp+iP*m@Mx(Xdm~G^uwB}_
z#SZ(psB_fV8qJreYqup;n$(xa6f!?(S@QB&Dif)x&#rCt<2%+xDx^SsqCCUy_ve^P
zb+(>xm~#nc315LaYMCIRIW|wi*w%XJgrHLC@_P!A^=$o%?O%GOL-UI%2^}RXi>Y$g
zuf}%$<}8x~drY*4WBKFw$|~oiMhBLr*+oCt9^52=Go&fe2ZLf5`JaEPn_SZs|IcO#
ze_vnwVf?#U0+Z#MFun7+y4K=-zG@9dpnQJ1N!)u{g+Ym|fU9p?o?&Z>^k`LP+(Xx>
zIe#q4lApqt9a%MKjTcD0<mWG(J9=(jZb`;w5LRnjXXBCLF22a4zPwqAU!Y<i@tJty
zapsZSFF3?+@tbA{oRryY$>L?P>|mb{B~}OidQSJO;qNaO64QbBhRE(8WZ+CFaxmod
zN<VJSn)30B?fp34b+hU^Qv9A1Zk0f11+&A4M1!u}^GJylpc=nWk_ur!+$vu*6r+0~
zOkB(&THY(#C-P4c>W^;9t2?Iu3_I6a!HDB^=d8O>&$c}&15O<pv1Mz6;LYAeo5_Mz
z2;z!zntY&@OAG5=&H3}DV!qZ(W(M9`8@IlylU<m-x5phM2HZl6DkJAJgu=hk3K2-y
zJaIib89>GKC(VQC`{gYcHYlU0IAQ8@Vx*($nI;)Vy`-kMrw_Hc`_AKf!=Sqzb-vn*
z_s%|1|9BsviDf%~s==sfG9(Fy%kGx4!D%v#yZ0-(Q2N&#F8b>$hS0?YNGZ$K^G11w
z-rmI3k;wwymN?dMA}RU5x!K~2!aw{x&P@egrxWbj;qVVmcMhsSFIQJyMA6|>+LJHA
za}hAg7xA=?E}}{2$(lKx7ko~h^RVi|s1G6+a^bs`2*5&ID>Rc^3n8l$dq`dzPBTV%
zb>o&i)5)!}SzpXanS=P#?24PEv>%sESgMtwI-|>+Me9_#);_;8KUlb%Q1I1gP}`E$
z*n0Wxeb;M@Ao;iT7~&_{y4^8iqT4hMPzOO2%pv#IcopQxVj0>fn_gJxg11kGRDd-)
zOY73K$hi6qjgfc2U9r0$$yf0jvaC7}Vx}B0GR6zlWcR7@wC?syE9PeqpsU%clF!{I
z;)TLG%g^_k{2Fc;S>0MGv&GFMN^r!(c#Q|eLx}5ornFUbW`#tmOn8S@X%gZ-);uF2
zS+I6lHzYN!o*}GDQY(ecysq<(>|6;|W%_|BTAo;FkW}|f&dWGm*5UjJ>$3wk82oxi
z%XjVV@rE<$1jXz$G?cuUEd4EBQ?bm>2>16NuNxs$eNi;%d>`X!aMoppIhnff?-}gD
zd3(0aT5ie1Li@N|-=qH9{Uz~E_}{(vc*1*hR{o|L@6I^KkqH*9SP6l(w_PL}S+Y{t
zgT6dc`4y4P(ibfJd%l55(~YB%-@jF=sZrm4dle&?s7jhy&VT<Cn?bs|sF<n#iV}qg
z#TzNhoDseHdPrNbP<*!PHG=CeDsGq6kBe^A;bppQn<t->=pj58Q?;14<!khdA;N1r
z5n;OYN>)F;e2bX%Y^-ZCGW{PPw^{;{Y%%2mID%!`8p68VPYvgTeG{eG!50leTAX45
z+O_K?elR{XwGaorJ&wa3ValwNc{!3&srEVKN0JCsJN9-(UQ4UL{!WkGXzG=&_JYPy
z#N95xO|bcQ_KVpvvz9uci1z6t{3p09!{s6yN#dOIwM-i4L5#~fua;^YWjq*~H%oUM
zD=iUe<-4iuu}Dx8nbp&m))&6bXd#YYmKW{Y^ghRq<c<*x2w)l8neVuLU&`Rv#<O$j
zU{evNnNqBG9ff8kC?vBpnL_??R&+x=dM)JmN1*$RuY7)*ZN8P2pd*R9InTg=3gV+0
zt;yh#hZb31X=-s7(;5zng6W*Jm^c(gJo}o|t+UKOgo9OY?gbnl;hf}cgR{RELNSZ>
zI$9zlC+|X$_(UH3S_rvATqY^(Rc!-JfXU6NTI=6X{4joZj+zXI#1+IGgYpfABITlI
zl1!P{fwT`lG_YwOdJ905!=yA_9?io2?lv+`2a@-K0X_TUi_WpzqYY+ye>-(k*$6!`
z5y#U^C(pyw0V((Q=QhO41X4XyZ;t3Xa46O#$0e0Jb(91T)W#GYG+7yr<#aXoo>+AW
z+1u3xCO6=WlnbJ6kJFOc17oAD=E}wCR0WRqdGzX#GV9Cn%f3X~l|)`=Uy`p68i!qH
zxyo6obC#oXKwWEIOTaF-`?A0N(k~+21_9dg?_asbo9t+X5P_09Q}Pd(er1bGReO|B
zOr}yMGfw9fJ1gd+TWxcwNJ7GOTCgG3Y?Q*6x9L*XIvPfwyIuPA@SBQxdbjyQrT$pF
zG`G(e9!XCFt4^6;AWlXcn=Y$a^|vNITN>35-}ZlO<@GJN-MVS>vX?1neJ%8sX!=Zf
zwl3K8{s4wX#H&}Hg#!663veRz&Hvxt=ELXd|86=!Qf^&GF_;*vbFe_S3v>78wim@k
zQKpsa7X%TDT7i*%Y*3Q+<<@|ab(!rB*JL4o$Jvf07Q<U%uj?hy+whW@_^AFB%W$jr
zaOF<<JS7`em6`Y9;c3q*Jf+xz=$VoCZ&j|QIjLWw+q0D)I$auw_`PBzUa-HS@_l-P
zrmDFeWZEA)_c~g*-;HtZWGa5;G1MJURU8GhyzX=7@AnRrLU}6**{3FA7<?`0FP0@_
zLHTMMv$qr)sv+q=B~8+^_k)c1RH-#JbX#U1P-2{z)soDq!RNkV8%VhB)ewTZmhqIT
zw28c{RD08aK#v}E?ep9D#HLpr-Al!e9d;36XSl)gFWj!V86Zp|V+ta@gd5&>AGEn2
zO97S{7*>L>d7{XLz?Knn#z-dS3&I-Xo3^6&X-VLo*eqIHf)zNM`fNqW@89yvPsF#2
z%zQg)Iq?gv9$rZj2*QW8l1a?PgIA{8=Oa~ZCk57w+{GB;FB$S9>5l6zca<<T8%J$M
z5%)b35UR_prv%W58wcwejC%;zN*{k*hMY6o1;v^$H6-%bCJ4!JvYz>#TM70YKT6DL
zOMC-K{>17!Im}2MM}H9WS@rk+c8BBJY)Xa$5$mU2{3ZU%<uV1luigZ6*>LWF0#dSI
zmyf&XdIOuJ_E@1dFgst4x;o4E_tbC{w}Isay*x;l>(N|sa6&L6NRaARXh^i-eeLBO
zlLJ-YL`%FamEzro<@j5Q!gy#_3*FLk;)@o#_GvOa*K4&Z!D6w-LBU+@Pb21raXEEB
z75W(akI1U>z6u;0Tnui^H2Pr)Vib4Xyg&*%baeM@l+8Gvy^8RAQex+(%orRsChlOs
zTbZ81zK<&w7?^u5=T|Au;kWSEe)Bmcec%6KxIIXSnS%Nd`Si-`sszI8;=0BlP^n0W
z^03Twyo#3j;Cp5v#3(Ah@^xosj)Q)`-M2`>hH^P<7hNsoZ%`LQjf^T4N%&tscLTM^
zK0g^Niushjptd9%cWfwp0?h8>s8CTYrVav&EdMZ%*3W1?Iu*gn<y=pOmH-RrFePbu
z9r|s1`-?2nn>SDCWcV|gQNJWeeoUoDYUdOC><}fBW6o-PE^an2oNAhYR6m)SdD%~<
z<F~`P9QR=h0{7zFJx-OY!TLB4T5Y2tv8y@j)6iMpyRsH?GUwx37qgI*AI=}DFV>i-
z{NJhh+2N_wzuV1*&BTgwobNaE1Azj%*RUg=FLhW;)>yfz=c)b-dnH9pu49VB`0WU+
zhQKd<oh2<a5btfE$nSZ3<+T<<siQlV-Ewolf3x=j<>yhda~MN|E08ZvHpSu|PiOwg
z)%41Pj~30BN7rzDPz_hZDd4x3T00DUP#_)k#C54t&Qm|XFLgYMxZJU-_bWMr>Xx2+
zVCvnyxa~~8ny+8J>G=V4rN9&prsm5Wv-4UPN4@7OgRak-V=*!|6@C}@BYO8QU-~DY
z+?cRqHkyj1eVJJciDV=f(wdHC$D)Z%B1+2dB^2y#2Zf*JelG5w1Wvz;#aw|$!6k?>
zIvmPcZOuK}zVQ{mk5J%Ma-VnL2+EBSI|Rk_i$f`aRhOeCGqXSNlp^BBxO)f%4mF6;
zuab=9kVmrRxc-UMUNK`$i+#(uemH;3{4<Z%7gX6GT?$#+jsu9}XociJV(PFdZygPi
zHeQ#}yk6o0FGlsFU0mOCN}c08Inv4c0j0U(tFs;b1w?`_*Avc(e4KQ<LQ)VL&AKG!
zbmp&RP<9{6=A@E0@6g@WRz9QF+bv4#y$6vHL}if`AFZb^Yd{<?7C}FR9e;IU`Tc}R
zj`5v6IY}_kAJ`9Np%d;z8K3Vg7B-dPy*|^~)3+d_+$_@eMx$o9-UL_)hEEjCa3dlf
zJqmv-!J{8~3Z%T~F5Se{5lH7&J62_Rv!ue8&h8@#R2DUJqRCa!kvZnfS`IQ_zM_B!
z_{#<~>31JT3trx&jQv_e%rxCOmUYejIkk83stg;^KblkTr0t4CaUUDuDcj&oxJ1Ci
zPjw3Qsj)EyUw7TPqc^gsG>>z*A7d?m5t<O5F{N3_b+uehX;5kOs5^_rMb~%6_@9Ic
zLcLP*L&#d24l&I!H-f|_Tw$v61!l&1<?Y<d(rR$qoxvmFVcR!VB6b*R=r|cq6K4(e
zR_YD%s$OPFuYAH1F8PB|y2!vThMF<vw`0a-WYo?reZl(NLYPss$hS|Oc%vo7`IL{J
zvAF-cWbQYl3O|7?du@A|Q2l}JnUtu+RdQm)Np1~>n*Rq33RP$1m1%hbv2w59!Vr<O
zi)B<Wdl`GY#j|o$KMCX^Or;B3psFL~1vJfa_q~EAX&|SZRl0_KzE`&PEYm$coK%^3
z*+<qHj<j{q>P<~4dJ9eDy2Crv<h{ME-?{vDc@3@6s}WixHD|6meO0r<Qw>jt7DiS_
z9K55mV2Q!><^M;<uG+2W@o?LzYFs4usW!Y7)JP5KjXsenH2N$Y-5)Hyb@z<%`I1lp
z2Nib}M5C>9Otl{OajqDSze|i~5B$4ArdN!`;$Ph4Lo#GpQUKwP{lL6;;^2=Ch#x3~
zje`0IC~c5LhLQV2+<2SI-uPaYnDd76_3#u5bj3R63>Dw9<vt^s>BvNA<pm1{v(6@Q
zf5M5+R207bL8V_>3R|W@xa6Y_6Gx~$>?)Ll`-V&UC&~daA12Ib$`~@i9i&dNU=4ri
zyke*~G}AHOv)5q9EgC`o!tEYmf(|Fu6`8sDheIrk;pkB~-}dp*%5`^fn=4RJ4|AuW
zE6rR)a%xv{;T}sptI2rTYCTi;fFz@DqP_fQ^7-@4)sRTa7w)wY$@BR#bI3@J@Qz^n
zofwxZPsbgxgV@Z!tGO_G<@(Uq5RPc>fJ0AEOL%Lt-*I$leM!wupL@iBYAp{1Dz{9L
zpnhJP<SW1Fw;2}4RWOf32pU@QCIs=$b1%d)-`md0)5`Y?Rz51xW5tmXJwBp(&zbVt
zUc$8+M`8cHXgcN~f`*Wkb`X3z&Fn{xf@}IyCgh@w^f10>M3*k!29Fr5xqrovBpZk9
z|M>FOvW|ko<U_|Td>xH4Ta^7muFyisyBcjoBJf=JHp_o;6!z(FBf^a)z!*mM3gLlm
z1db^>m~M(5QH=<ckO<P~^;Uw@IYHDDn7EQf!{};a2`t~(fA7)`sW6mF=3r>h9;Nu~
z5J9J)tyH%AuI@rLTQ!cS!d&I^?g<Xh>{|O63h#n9@;W9Ex`(LxHo4wd=X5mMEJI;`
zML$K%g{sEL?p|$@ij=o?=HoY#bn5BpWMS7wa4#>}CQ=eatRRLG4y}kM*{@KxTwP*F
z=fFH>be(ps@?ilJXQ!UynPp>_IYkH>mMSGRrgI-t*ZQR)y*8Y$Rd<&TBqGQ$5_9V%
z6iBONqtb+bkY}>wOqdGUa+%bV?dR@HCw-pYop}OJJ$HFM_a)28W+{KlipJ6`pt-X6
z{q{P7RCGO~eLC9)Uj%yBH4F7gXR6y3c|c<Bjk7b+XyGT-t~QIL!Qd}X@}P{Vc@}uG
zp>7PvY;LsAjC7@YY*RnJER^<D&!YN7=qI1mp|JM<c=`&kD7dX_L=kD}lI|7+qy$7-
zLPC)4?(PQZkVd*YrMrjj?(Xj9Kiqr2pT|dheV-YenRE7DYwfl777381CgDxrnA%E@
zC-Js^g?S<q^a$~eP`Em7>1%{(V8%7GJyJ~o$~)uGGuGJRD%mtJ>Ja_?%(TxI<;+ci
zO;XsuYRP?Df027ZGbVW?I&60Qr|@9LBLQW(gu)@(mgN7as4vyd`r~-{e}!0GQV<W(
zsVvG(t|>r<_8v8)uvj84P@rk`d;;@{YvR46-$RwC2I_Tm%b6~@B74@`1)r%OD{l-F
z(c1tS9Z_e`AYLlx2mkevQEFFkCq(5PA_i6dJF%;yhJnw^W*b$M*}p1k8*p~4h=4Yi
zmQHtTFOTq25_*rRr#-T=d~4(^Qc6?yXxICSR&js|6e;Aq*O%D)X~y$6O8a4BI}TWa
z(Nw&E8fSg5Be^xW8zj7*9Q9i?vJ;|FlA%x~P-&#BaKs@%spC-l3mmYPQZDh#x2V8{
zHfyr<%`du{umv?)fdSqWCcMgckeS__t0O#$Yh|6{cvd8Qkv~^1IBM2!`>JDO5M1HL
zoK~!r2Ds;w!5J)T$b0pO@7Ci^)9=F|so%1Hu$1mm%V^#w0kNfN`QGpAYmL(xXcbS5
zIKs4hmC22;Ka3Lk_)kv>_kueIvyboIjo1J}?}y;uLjWn<98L`#dH)&~Sv6a`%N592
z;=H`Hzmd&*0+{!2oaJrm*57%yw1mlMG!5mC*WjLvS{qN(3Jf2y{V0sF7C~2!kj+oC
zT1R6wSM>&k?@!JbTu{!}1wwV!S}eKfJbwhzHP^1qb{~(lp<iFhmn4CUUGak!6OnMi
zvs}YMbD~Ed{76w+zaXpZX5vmNZjBT?k&rL3Io#ak7uiY^aQP$-Jg=w~Sff+78+$j5
zRCdOnKX->XsztLSs55vpYrehofbr}QDgEToMmVGqkReq}3gok}g*s?mDeA1x!INHt
zdlFX3rKKpmV0$-Dp{E7MKU#CGfnDCB@CO)C+Ui61H1;p>uENP9S#CEVh4m&_(>r;8
zBD{8kDFOKP-pwyVsyA@gD`Vn~$Okl<U_}CR*e#LhCgnve({O58wuXUldIvTxG|Q-p
z&QXRsBBg-6=nwJ9D114CW?gIUwPn<!w>uD5RAjqXWijjL--2;$jL;)Lz4K>4BznZf
z=*z|a=Ul`?Y&U&6d=}T5EwE@!)MpybG;wLmyT=g?4+}PAlZ%OEeEG~ZNWi-1LeYT+
z&+i3&Oikhz&=*?Y1~*YPwDwC0b-O##Q29_K;j{3Ou92|P6>S@)_KGz!+H{jIw?cTy
z-cQ?~CFvuSO$O95Xld?eoH1N6$i*y1Dsx7%It|$!&fkJ>8;Pptog>J-&uHH<T2QJW
zAcz;^Q`=rIFW&#y8z~@MBK(~9AVWv!UJ5_K<BFW9oZg+r&STr8kpJyEfVtM4mX9?k
z>(l_=FA~ab>?#5p#_O+36gf=ZYZ+>cUJW|2x!j#x_B4e6uJ>Pi=xKlUy-3J_&y^XT
z^1445af4c4j!9hHJ2=$svv<3hs<R)rhK~9&y6$(EY)HQG8tt6w95DVZU9+SzgT?rS
z5&d}pA&5H3XZHJ5AHn~6?B45=Tq*xIcw}XE3Uc40r~=<{@CQD3bg@Wk)IY&{lL({v
z-zX4&54b_c5$j?!EOuQTZYw=s8!@Vf0PoHLYY~xD9Fc}VE+&!68<dEXo7ov6lM6%Y
zZGwLqIoL7E2|Vvbdg@Emf^|0H?R<5wb-FL4-n<R+?t%@yaVAjXR>-kTKLE^@1r<Cs
ztXu5KVQs9hFAvYJF?1oJ1f}M)kHOfD6o4PvLEN|hOqYhLig>jkod3MRc9qxFe4C5L
z^14Q4%_FsxlC`td_p}%cf<R%nz0i=Sjg!Whfv1TdwBLGaO!TNp$#mO?e_$z1q{cqg
zM$a`BE*&2^e&hl_+IO49ZOa}E7fCp=qbr@WU@_{$YJRNGUSNKMa@k*c9~dgBdt)HE
z0jeoLj+CyeaC(P)^`ErQ%XNX2NO}$RF~gSV?{+?w1u@E|Wv%0}kA_pO0a7^Qjdk6E
zYCVP|Dieb=TjJpjK8pwLIH1(bkGW<c`1=X-gjnC_u)MQ!fug?c!~6YL<p~2oJjH!6
zXa6iud4Xc^b#^R8<>b(ewB4q{(*1L6F^2@C#0KYPm2M(WeP{PG29E%U8z7H+nM|+8
zGwX1#H_x^Lex0q=@s1g_@I-<Y4^xiPA#Hvh0f)QZDVAY|NsbEzA;~2Yf(SosU|HV$
z#u)l$XU8BuiBkE{J?b_lXOva(TU{m`IVSt{eHx=k*y75edN2;_3TDAi8fpjnuc8i{
zeZDd!5;!2)6wfn#G(K=fL!)n;%OfAuU^*<{mH{G$DkGdt27&)#;NVevq#<N8QuHGw
zW>7aoC4&58q8Y~r#v%n+g+lbW`Os0vQrB@~JMF5a`y>mNSxYW8{xK7Oatg_b`(?cv
zZoRsEg~B%d?~m@@25K7F;<V>Bb*lNzl0PDtK;-!@ULX41TFYUU8UL`B!r|=Fe1Ri7
ztDRIVGP30@oY;E1k%Nz5khZ-4{3{0p^{7%s%9yr#wWE#u$7ANBC8wbKABN-~>=n<3
z*>>4WFlzol!P;XSMbBT;{v@lUzB!&tH|-`d>pohCvg=z$5~Y41l&LJR^6I`FnH1aS
zwIsrWt3-Kjj&|mbJoB=PL4$vM9lpITVD+q%Pd+j)$6K<5jIyLinLeu4ro|94zZuTf
zOvz{<`zK3awG(okHLyDt*S;JiT~jPt^V*8O5IWMg;L1pz!kp)_nk$B|n8mKN^y{8~
zKPQn;;aIv{j(Lm42pK#dkrNo~9aJ%FnCLfH!>Db?Sw3g;W1@yt@82fr=&oi*=y@%L
zVQdX6$s8oy?^4Eiv{2STRWfs8C0E>SG)*esL-%xd9Y=mxfeSAUPQuwPA4aC8h(6Kk
zPpu^TU)w(ES>svRqC(lc6UE$S4Bp-C$h-3EW?DX14BmY8<+Ll2%Yd_K$lf1$$7bV6
znJGqYKk_=K%}vX{jmj)_52J^%0b%Uu1Ug%1oAFs5irRHnWQ?~>%p5au(6|3&s7bju
z=lo^LG}%k>_(<LfY+>W%Z8tfXoSPpjn=aaWX{8oJr_Cq+>^g-aQKQCyueU83*q8i%
zdW-FWs?Gy@+@#X4v-~WTI7H<^u&N>7P0lp5oYrM{wHC<!KhyjwoFIPme|;@@^#n$`
z(<R@5FZxfRqRyx>n|!gXXEzerjbSTY#)H87BXsnro;xI}TbFg*1AD3}W2~)Y!pVOJ
zo~~^jxS_+<PheqL1j%lc(ECQ;uDun1u|!TA_DHR7c!AgckQ=v4nFl1Uy=gke7nXzj
z(0kl?Z*ErVe1!PCC(TQARlxD;21al;Go|)ndp}q(&<snrigS0|fd&*J#P$`IzVx=2
zF?+~VI5Kio6%fBX$49(kiPS2eN7&M_Ocl1J<ITF)Tz(S?ygJ-ig+3%iY!Tc+#5|us
zv<n_Jp_ZlgP5;tV=(+~#5Eyh=;{5zuOik!4se>v*<$Ci@IS(UJN7P2fM-Ph<2^(t5
zatarVyG{eOWr&^*@HML)YifE@8wuoMYaOrpcP7fws!TBda1SBeI-D!*O)*e9gxKmx
zl&x*Y-9^oBq5=O%9`&cwQ>^eLj$v~LtrO4GPyCi;Og{@SG#Bfm0FV&?CFA{n>7`@2
z&$3uUE^-IcJ-Tz1w2;D3Qk?t2<%bGgzK-W<--B5>jR;a*bEgjPo3r2?AS7WuH2T{U
z=#LiYan98g280iPimrL5^jE!9Yj5M~!uc8-q_n?!*P*VgX}n~@C0b`$Kyo}aY(lUn
z6Gi7Q^?6-hZ)UqR9Zb~kAp&V!`r?&MMWX@&+*V`TN$FJC?(#oZp0Z{fMMhmX+L%aZ
zyCB(8DH-4`GMP$FJN8^2*=4OXQ%eDVpCOw)Yy%uk0m1*?<0p!mnvz<bVuc9f3uj^$
zPI}FnQt>W%Z<;5Vs;X+AZPSWH65c6Ck^_JSPU*vg>xiNJPNlIe7m{%mn$Oo@fppQO
z<p^#?DDfCH4Gkn^A~rlCO!ww%-tm1mw~@OA?xyKwjeAu-gv?K`YBstLSXLuG{8Gg_
zFvnM@!7S|emb2Ej{|f}fkP<<1G14|%SpN3K`M;{ds^(OIC4vW$1d07Yy=Icl&(GrO
zgN&b~z{F4EjQ$Wcaath|*}lZAd6g0=zABLCM@BL{YWSKVDVe3@ci$F+Ud7{>y&>y$
zxhhvrk%+<}_jH754rAWmaqpSss6l?;;X!pIsMbfQT7y>fH@b#xd45SgT|jF*!*cO@
zkec5Qk3#Ia^oO{pL%%CqU)H@W^@=)d88lJMR&&2tKV~HKq#H~M?^~K%|03DEkv;jm
zqx-37+L4{?4TucQM4l@}SQq*G1jCL{B6uP=F(eZANk`5iHh7qw2f3#Yt{3p$7uS7X
zFlk3_7ga?3A|qP)qYGS?|0!n*7Ah{enG(6C{_rl4+f7y8D&YU>NqG{uPrjUbwtFo?
z1wOQjyP8i2YSu6w9t4wxm|41ksu)bMuQfD=XQbot;?PRRjUo4-7Paw9m7D@8rp~xI
zWH#Y~%Z7{h5ALOYx_fN9ymT~yvImNl71q|kVpnu3(`bnrj50gZ{-60U$|$7F-ruvj
z9l8~$*cK$TeS)S%ei=dnwQlo0-hM7OTMaGc^Qxd&A@J>yTAhcg&Kl-N89%#tOrPX<
zPIlCiV%Lq<*Y_;Az^0TuCzL1G@b1qa;jQOJf4F6fjM@Ecqvd8&uHw9N)G-Ckw3I;f
zxs!V$5yu9IfN+>&a--H)YlyRcZm1YVwL9&XTemMB8ADlthU8X7|2M4Jx-(b(Kdptn
z+vH+sxl$q(CeuQIv<XN^kUCkz{-`qky0otr3`+c89;M!p1cO1{$R5R<Ln%#haEKG*
zd0KCl!!1JFBI;*TU`WQDW6|cf2DQerF8WE|5lTgp$1?DBW@ucEZ$EOmo|RL_IVS-@
z@1OpoSdKJ?AEki!c&-H*4-YKU^m&Q^aIz1h;~A&P_b$9#ROYLAD#qusAIpg1q`Fw;
z<$;aYZD?S&)VD!AKOnl6bW1NwJe6rK87hi_k~`&lYzwWq5VH^5R>4bOj8Ckd6*t1j
zbv>OBt}XAw{;Yn}0I&<hz{0`aRuVeH$s&3r4Y)XNslSPL>k8fBCKL{cZLbOVtfEr&
z%?*YIO4RMpTALpgspYsnJ11}L(jg>Fl`2lLJj}>L{oN|*aM<JnUY~8e>qB8MPG8XH
zF6Ei9*0f7Y*mYDMlzzJnD^|BjAa2X<g?K=7&CytP1`?~jaOPwt{L#{(S|X#xK=xOk
z6I(ipzP$>)^UavJ;Pd{-*S34aS8jUj?(WLqiK2BN7H3~uvKyBwG1RzzUKJcp7Y%8S
zoGmp}0gNaa%fu(RU19@v^if;b6;gJ8gUd%l)7I=%lmw{)&PLy1F!DH#)8;OU+kx00
zMI%?W?ql7$V<oay@rfe7qt3F+uSIre!UO3fGA{>&CJG1ERmLW%j@r>d&~ZSnwwy8?
zk2**#|FL1A{0&LRjvbzI4YkNV)@Cibp7w5q&jYIoEYO#C#>!c`f;S!44%gS{7aC()
z2k}oA>XZ3xD{s}s%v805NF_yS#}SdwC_o-hBmUCX)_iko)QgYhD^=R2SV}@I8ZK4(
zwRAjdR`;`g4N`Ew_h^DA;Bp5+T?eeF`_)?3l$usl+IF*|A0b+7%H{P%ViXnA$1y$1
zYFMV``0U^zbf|F~og1vH-I9PvdOC`z{@u9L_xc;HC-oofaV^eA^ivrx3r@;vR(jK4
z*~!AANjQBY$O&b%nojIG-%fUHm_K_3>y2R~Wzy$7q`YG~t4UhB9r^30=4fiTAIo$q
zlJ$~Mv_gGmU-@E4>Ugf)pZ1`lQHl!rzoy--p3zpxhNkwNj9lXO>Q=1UE}2|Z&3*XA
z5Vp||3Y-GoY`14sorYZII4I5VwfFlnwHTUmE4H^M#$ozUKqZMda#@>SOa67#paJB3
zlIsTT>UGQ7NTvo=^AO?l#qavWSTVAJ{ccRhK5>}vFz`aMN08$46+O|rhdhO4I?YK#
zc@#-_ESx-PnS!Em3QWEGJ-0lS25L|X{%3G}GR$XCXZ4BDzr#;Fn?GNcba60KmL`%<
z5qz8z#+c2`c&?AG?|P3!!ah7<(8c;xWS?i<JfOZ$i>e~7OtZjwo=A|+U3@)*R~4=|
zJ-rrr^oWQ8N!DJQt#g%c^f$%*B>N*G<<+AG&=*hVD|~F-Y<OYdbu-lx&*TfDnIx|m
zl+2`xuwd;Qq5wg(_YW5QN07KEroHAd&0RM80hovYmY-_qI#x(T|2G@ftJ`60N6v?R
zJWL^m20RvsZyDb5F}S<)zJa}u{L(<A*SA4J-Wh%{`yeZEXM40j@M1xFDJ9t-y!}%X
zI&&xm9>FPqL>;59u1){WTcrO_N9xzt````zRdt7B;qaVrvc~DSo&48#Q%tS5i8xE4
ze@ic4p^Dh&?X%SI(PaL%R@80^i#k+VeENHMp67U_B~`Gr3Rk+BCq<DOJmY`RA(H@!
z7z$wu`hQ^~VVAa@<;e=0{c&?=+qY>@wGi~(&N80#mM>Hu$&^Av^9@<Et)H#iCpDQ)
z-gvmB4#Gys?k%LqKa=&M=Uh=g(GJD$xVx0rC^i0hvrTm3_CSBw{^iS(Qcn@C+C~_O
zZd!*($)~M-qzR8~4p2qk`tzyVAR5@Dn(iL^Lc|D8uCeFS+rK=U^Y#Z}`X}7Dsen2W
zZsMR=?&qxvOZCqe&N3_KjcXsQe9d~EXEvYd*rTO`k$PJNy%$Q<LpK42!(pqyr69HL
zBcM`aP;v^0G9bg{&HJ+;^CqFIlM+nHRv1cd>1a5f$P%6u05uqvo;8YlPUi>8%obO*
zBWmxH0W`Ft3xdiJFSmV}l91~d#}7QVp}@$<d_%?@7<yt_vK)}B@w^-l9Fx-onfs4V
zOs@BK-^+&~J_JGBLOveLZEF>$vejb`KMiP`X;1H63BSh@u59$qBR)3<F370I18dcC
ztKPs<{=XL^+vmy{n*Z|xBw8?lId`9d=4Na*Kde1EY_Yn&u0++u^ms@N{FAJ1#nB5g
zvSzCpO|^??7PiHpSX{bkUAKGD%|j_|+CPkN&0O}}4_*`@fN$|NnxBDpL>ut+M)wv|
z1#k%Q*^{)78W*GK6M~nTj8XAuEwrLna21MqyHmcz;hg@QTJSewRlc=sWziqTSoa-k
zpV~>TTpTBe8h_Jju<C;&`|vG64h|)#QD-eGoi6`boI{QKXDoLZanIgOugXAtosXP>
zxm=~?JD77=z<fwp#sbEjN=;d)d*W2<pnIaYJzu`142G|)xKLCvDL3OB2apZne)lFL
zj2aIZ)swheHtO67p=wL;1YvX5sC`GGb%O=<IG|%kf_PM~d#^fjB|xOzMQZvd-Na3P
zRJFlRc+97QthJxn0)fwqXbLbv7<%Qe_F6a4I-u;J#3Q@CC^1VZ5B*Q&ZYkpa-4#5H
zP)7yvT#A2D)*I7(uN;G%%wp71ppY-*QDdr*dD5nMn3y!2cIH7X=NuIg?_`8w!x$>|
z<hK9w?eDmFvBiij+{m^>hK9x{^LZ*>>jd%i4f}hi9r={cVI$gBn*TVXn5Zy!l;w(a
zSZ6I46>s(}>pvzO&`gPmmgP{7JeF!+xLa9?Z8jnMBjk>Ua*l@0nl{|GB<C5T|EY<p
z#{BjT38N<!Ni0&faf=oMJ{rF3n_lCyOul@rYKaJ=T;WfeqkW~=Spwv0;X|^yCw`fl
z?ojc<G`*DHZ;WN#hptX#R`(Mt-p@plcdA(NW$d-BT57S+M=~W!u$O3rlTot&Nh8*<
z-i9as_`_d3TQE|TG4dxZX0Hd?wa4R%o`wdItLsEBA73(iKI?7EnQoK1kHY=(v$3li
zo1xpp&E4%vrp)SgZr4hw<a8kC@dC5e$p{-VVSRVLT#Y5yqG1(Ydxy=B#$U*!q}H-|
zn)c!I!%Xi4rmSvG?DPlbynwIuu%<w^=`YSd+AIeDjxGa@hnJenU89D`5l6m)ferT+
zgdqFdlKw!+Md*T+`pm=TeJ|#obmm+au<vdmLrS#T^QU^_wiRl4w9JNUY;Q@R=BgN(
zY|#EYOCo$k<nhApzhSH*XJ$qaOgZYgBEYV5<$OyN8We<iF4LfZdguBBHdOe-3Wl!;
z_*g1dkH^89j7SjAe->h7LFOl^Ukp5k-VyF0-MOW5mDEMb6hOT9>Ui3DW$b+&7+&+y
zdVp(zF_4C@@;h^8{mDnM$Q#3*W7o@;X~BfRh<0F)l}N0PfjMvJC7_U$OsI}g|6&{j
zJ&%o{7w&#g;qG@A06kB?)ia8Z_<Y9n;`KXH#kGMBSADv>Cs(mo(*(Xwpv39gQuTFq
z<|o$KGlZcyPj6+5hXRL|uIDYn_1W%rA<pII{s&Iy<m2w@Xzoa2o`3N(f_EtDLvbB{
ze}K0h7=43{_{`TEtk!O6coIQ)eY|__Mp>@8tcRWlWsyIh=|vCDPc@mZ9J!7k-URmx
z$MeE|H*tNbQ;cshY~MJXbLL1G19LR%>9z*M=*iirPUqdV(Rlrb{#c?cIgw%7;Gj@R
z@;Lv);oXUHmP78L9J6`&U1h_F7#a-t_TbGl{ib73+W`eJuSO@I6!&i=-)LgsfoVDv
zv_@?8qnh+2fMiBADN;Hf5g#uvy58$YCx8Z6L8dT;;Y8jWmn&8Mo{<=kD#rlU#<&<8
zz7m)-ymB@QBWP%gq<}SCZq8V+Vo3tkg%^nsu-it}()a}{9`(b6NhP^QMdgDdaZn3D
z&28ygt3K1~qyqJZBTyV{JxJyHq;n<Z>~?~n5pF7FS%#xR?f6+N@}(Um6Jl-+eBndM
z!Qzbkh;Ym!MPf8Zf(f(D_h`+{%JsHIg6qFg^W^&s-02JZ+a>3b%;(L~j2a|E$bNH(
zAeLX@XcLroa%BYCbS^b4q57ye+sb4n*%oBUDi+HItM3LY=XXo%@#p_QOGADm${6uj
z`f*CyjK6p!O}e=lIaxeh_;lIq=S|_GT=ejhB9F<B+f0SL)1SAL*!}P*a%n5c-p`q}
z>GT>Y2Z3FB?Q1N|7mnC>Sh$jqMz_tdozXdryrKLXlMv48gLFN{-a)5zNpYAj?kv{>
z;-%9(tZ!wHPRGn^IzcajQu*0ChYX3v`G(koO=k%DP=)Kd0}7KRjit(@>QIiBQz#8}
zt)l9Y{daP5NBx9Y*?iZ7Q>kQiAF2Btynq)R4@_YnIIUl2qtQkWgAo`))N+*JikS7k
zf8!ZWeDoGZB8x2j_lqEj6TNr#-=7zMX1}7g6-N@tTh2`=e(?Ha7E7AeTNhN)Dg4&H
zc<+$d$gztMyoq(QtT)@^AHHz|xA=?8zFT@mupdj$Xg-H$4$|0-(EbnT3n2uPNig6Z
zj6&#c>{a_Eo>QnutmbS9J<*<o^rWKLNrN^tr`!6~mHz))XlYX3+5c`XSir<J(gnJ{
z>9Q5jiPwO9oh^JR(70GkD-`^@k3jl8OV#(d45fcpZ@BH%1xv5fWjZXI3CF$Dh?^Eh
z-;n5#lk+$^8B!N1MP0N+7~?VF@l){poo4_Y%e)|u_Kis6$$;LlIx;8UQYzCdr|~fi
z?D@QQH-IS+KU5|q@Y!7zyvnN~3;n?181rA}H6+-oljrQt{B}v#Hc$pPNjPFWN75jk
z(}n7M+xGHKyQl+VaWY@fF@UqoJC4$WJ|-n!nSh2VY-76oo*a%+YH{Gj@v~I;?Y2V8
z8iLL;GC@?M#X5`gd6no%`6<ki;62Y!@x1U`q{rk^5q2tihZl!r*VAi78U^}^{Teaf
zN&q21&bL6kuSC^yYCNuEHoIg0?J*^Igwt+gEoNSSe47Ls1x{s*fBmpSOrO)N({ai|
zz|M$gb@~+S?%r=wy*~Bm7DU76C_-|)P92kS*<d_g51rgFbXkiwpIC!tI77U)OQ%mN
zp6$JKJOR|OV#E(8K?_!mV>Recs}Ln_(C-EuD`CmCpqTrq9269zsH%0&r)+Ew*;B8b
zC$&#<=|=Y_OdlOQAx$ap;fmSfK+&OT-328@P%8$7%i|Uee_##ykvZi6UInvcVo;>Z
zY6?jz>qc>nM-E_$ATt3#*m1d|o}6+_pP{~(p?=QEFNNvTcjhp-$+|fECvj@t)y1Ag
z90M^NhaQkeUU)xm5V?QkDxf-F-^N_KOy{T*98({^e*^Vzw!1_vZl-CQ#b8(n`UkNG
zyLjA?Wbl?AjRGr1)!ise6=3)DYW4v`i(BZZDL%+%bh2Ph0@MreOzGIBIjac%v^Bm^
zv9wZuiT9^EaiL6oJLmB2X;>}dE#d2lS2!=fo_3<SpeMWxe=58FbjOi@0)IfH^>F>!
z4F3Ls%?tc)D^B3`H!aIrIfm(l!NF5J6+p?u$58*dd~f&d@27ujEr`5RDf_VqwG`Os
z!*1<%{X%as9^YoSyL6xGRch(Yqh=titUuaVeU}Z=%SA77(G4`y&yuIjQ_dy^$&j3P
zsa^V?{YSeyg=V~^XaT>Cgn;bhwo<|-ehRNtpD)#q^r1>ZrR@Z=^h2=>CX#P|)XSTT
z$Mqq30`vT{SK&j$CcRv)Mc1k&Xm9I@V~Q7m`4>gz?`1ms&=WftX9}3}4f)USH}@t{
z!E5MfMIbb6334MhMBTih11eKg@9$CFj(AN9-le~;oXn$A0^Trw0$$`|)G_c2=DUBC
zo>izm{s;%P+1ZNQNG6MqT3TN>dI|V{Eu|U!eUK;}|50L!vq{K|JOBvItu^9wNte}q
z^&h}K&~c5(Y5RQV87MraqRHU^?g8Q@aFxKpPXI9;Cl5TWe`+bpt5?p^;xK@&8M3C_
z|1~e?D4R{<AG;<b@+iHSHMY^N;)rB|bg9%n>rES0u30ZOw69ufv(L*dw2T^dY&tjh
zLLKoPk3d9{wIi8)+F+}c{ldfHeNtmv`3V3Sd_bIoVDTUb=wsp;Yo4UN1%)7mCoA92
z%gX!-V@^9uO?W`9da<4=JUfNRkp1l?_<8cf!qzDe^#48HF|C7UtW*=0_z>$sYlNsz
zsGe(2e*X=9zAV=@ZlK8jUmWC%NOd*xAEFnbr`Ccx3@Vnh<>#ahNAW!=i{XFS;K!dk
z;+oE~6u*joe;%xD)E|VCN~xD@^PY7o786_ARXQ*CfrDu)RI9(Z(Q9rlGseWg^yyEH
zQO_kIX}g=5?SdJ$2W(N;qbUVgTTlAiYr1;l^D9r6KXHJ9D;p}+C;01HRr5Qy+UU||
z*W`%zJ|Or^<N<fU@<_Ke<OKdtb&r3ENpb^bl(@8@mm|^;EpXkX7S9iTGEh(~rEPSN
z-mh7^-D|iUNSI-kL+L~xQ!rH}Ev>pkO<e54|APH;`|g?)<5(P|=iXO@xxtpacY?g(
zmyZtY9`x9_SWRciMf06#aAt^=_Ak|cm{HhxcUfZgaQ|W^UJf;(0Ww*KE6WASTvaiD
z7yK=#Y;G~C1$8fLd>0K!1#aSP)~yW*_Jt+5)|m=0+N&vKAdp8+K04v6kH>cIZgS(+
zzrs;Np=?>6aj}_{o^j`HS66v?r+g@tn&jLUBO*ks3YblM*S&O<@z_H&mma{T^~By3
zwZ`e}sy3oYh_T&AgC+9}odGcP)K3vVCYn3;1jEh*8?2ZR2uZy`kr|~lWvBY~yI6Mt
z=ajQ|-q(M7!$0t_)}1T`!0wM$Yn0|o0lCYbdf@sD{tY}7CJ6+tiS`@zi-W2FKZN@9
zX_xD(b)QOQw$dhr$W1!r@f<rRpqu$wev_G+ya}b`p0inWj<PbKN|&d;rFV^381;n(
zlwY?k=`#+SJs{$o{m;Kyv2?6p!ZC>~R<C13X6g^2fz9JZCro7Dq*158ND%My@p0Ro
z{P!00`e;J_$hk6`kQfXJWiYt}BXGAmv*Qe!z{=Dt+%G7xi4%FVwY@Q^K+WnEu5NgS
zHS#`@!#`1k)%<abo`y`!j~?)KGrVPv$Oru5@`SQ$wc)E?`2v3*qbuwu2?AP}4x9_r
z&EcJ`xiZtIj18U(+T$-%aZAqF783Twd`<RJT}Sqm8XlCZIU)Itia<jShn?EqDt`0Z
zt@-a6=pecOnv9sLNt!r3PNjc$aC6-l+ra2_S;s;wvy}_lQ-FFhS%4+cJaiaa3!paw
zc4j~ji`BslQicv%U?4MS_JtCasMG<=xof<=BgH+D-ZB_hMS@HD1k@cLETFm1BIr|b
zh=#YN0ix73JiVPjRVXQ1rY%*8PGGimcgZo7+|Uuruw4s|Bw!sN%kVfs)BI$~Ppc8^
zRUKB9FPJt80PUKBw3NTge|_leQhBMvcq~6FmUg4z8;~%MhB3DV^)mow2k=y{UeojA
zv&L7Zh_!tYz!ZtaY8S#8T_z1DI6e#k&Pa_x9V4#FsCZ_Ff(2U`-M4Y?ZmBeO{L{|i
z3(V7Xa_aj2zR&QYw>kjcnwovf`yL+n&v5TX(DC+C*Xmd9gA7xDJ}g4(iQ=JHu+Bxs
z0UtuSG66@D`2Zz8C<;jk<5T`aDxCb2bn6cE3DCkRZJ6g3@t&`}-Ma^LdN0(y?lPb!
zkpq~m(oD{)+Kd+L$onZArtIIpxdptNQc3lp9Y@*=(`z_hC$7q@bUsregZ{5$nT@pP
zCAei~jMi^AO34tHWVG=$N3>YyQ=0#8&WI!K|4i5du~w(rtN^P4P>0ajt=tnu6@fR2
zz-%i@X1#IZaYyh@0L!49Yo>A+(PSzG#Qo0iOqglk{KcaK9PirPzMeRT<C|v4wykx6
z(m?mt>5EV|5NI!>y|0&%IT%9NK$tDwHbBIUigWYe6I=1OhnrG=aK7sSS8em9nHCh{
zvW0>xq8Xw@K#g$^R3LXQdGqlkXn7V1?vpX%@PD&wD%9cTVJykKCF5BH&auwO9nHQh
z`vm(R%F5vLy}+;c4$M?WJqhvIgc**B(99MqB;s^qM~kSnW(afQv!ifev|7_tU^QNN
zyB3NCkJTfUx>U7us=!u91}9LE{KdmxW_{|DldFn%<ISgYFCRr3S@MkpX;buyYG55F
zCFP+4Rn`}y9P=f_?BYJHWP#atyYgzvzB?rehJPEnbhJT~I|1E^GPtYl-pze;-io2A
zV8m%~4!!ZJz@gcG@%RZn<BL%E(d4b;34Azhd6g1@Vd`n;<AC;v$mK1VHxPomsCq=L
zzI(1!DogC~5i}_Dmn_C@gpp-M3TNsb)FSnkrhktk$gm$IWpz=D{_C7s#^V)&Hybjo
zo+@lBK??QACr(>oHkwg1u<JWOs=}`E7R9)g>YMwvf1uK_jgbFU%+6hR<MTg<<y9GZ
z5A4?Aoa+byc(^Q7=Q#B&#XlJr>TkNBN!4IFp#$WzsYPK?jWRBlT#l2WNMJ+-(8m5X
z91}I3ATaCoA1uu-o;wk;_6{v^_AVtPyEtrd@64pLSp25{^Ko0#w6FoIINa{5yfb3X
z(%;u~zg7#!Gy=ke>t^O>SLWf&%51LfE^uqn#&hlYnLWlEykL|{cH+qgQf#2CtY~(Y
zs_?dk4>PWjf-=U)m{+@TOg+v}q6cI6<zS+>1tM@~q4wmtb<GN)^`c=9_~wv)HSy%w
zms|O@xIsM-1how>5xGA<dq}G=VU(YH#uZ;bV;5g~1|yY{kQh16V0JCg&YvD$qLdx)
zQbM(k)*jy62z-B#w|d=p_{&gEG1+^sy<-UG3-Yj_xIGutionB{w)}y_mQ?&$`U5Y%
zXRhF{-<~>$KP~%5MJ10;wd73En}*H#ES8IuQ#kXb7*ISKBw)|d7`o>XmDDU~RjTH6
z_lbL<QSg8<!2UbbrFC_jt%HNFp4`pzB8HKA$%yzMRVK_c9w+Qu3>+a76B2LUVtw_w
z)5=r)jFFOJfhFH$^$CljBWO=PX<~E~D=e&<r)FRvD@UJ{ogG&?g>rrN9|q{f4L#&8
zA)%#(69+^x25(87ky@@B8+g0YTsd2wRTYzBvO7n0u1E8<#J;w`C<Pf$2I;t0t#R0F
zkvLx|g>7Wn7CoIKqNU_&t(GnhJgHi+gn*Grq%<^0a=C}ywag5Hklyjj4Q?nXZaNiT
zE?79JZ-OshcOM5oDFp`5FI*i?pKPZZ2tkMubj^xeqiGIT_f7Dq_Q7D~HzMIn9ldg>
zqEbWrKO(61rV+XvqUN5qzkSyM(noi#RbsmQ-z6ATa*xIOCcmlTez7TaZEZaJ!)CAK
z26JLMI($jIxOU%Cm2^XyCDer^iNBRd*GFA}VOnEYdirFga{po#kNw>6(Y%o8LQ}+$
z1-><Xw9>{;PCee=4~pLrOu^Bml&58jrRVl)x;NKeh{w`bG#wwAFlOtPx`CCWtlCs-
z-9_4;PW4YtX5+HYqvs0R$dO$3apH4uS~vJ0y?bPTqm?$-UwSycxYC%$@Rnve2ubhF
z9btI<>ugy+W}VNOwzwK0c%$;RAAIBrCvPtLLvcP=(m>m&PV_$d-_BQ_!<(8FuO9Ei
z8(_O+<r=Ks4N|p3(36Hg^Ja_tHQigJOZ<|FhNlb4^gmkLNpHx|dGya8tckKxZN>{t
zXgPp1CM2&Om^LE368hD6!O@(26Sjk+D*(FH!Z$W-T~D2KMr9C585v;`aA)5k(vxz*
z@2+SWv%XFG3&l2(w?i1l`4bWprW*-fF)u+qGMNagkYQfU4oBo%-S%7egh?@5M4wMx
z%r$XwpBjVfSC*O#D94W_ZoMaIe?p(mw`V$@5EFj=nv$^|f4IGo-5#{IvHR}g&?F&M
z2H(5-d|++}b}}C~WG7yioIHz|jRN7zeF^`0clPR<Y3X-WG|}<fl=yh^XqxrliD(Hh
z{SUec{C}|i<2{!0gs7NUn03mvVuSrhsiekmHjk9A*XENjRG%2>=wO!IYM`H%T;Y!G
zSX+i$g=ls^c$?Wh2^Oxay^nf&6J;^zEs)+Cm;F09OxVeAwvoOs?h<kWW;(C7)*Fu1
zM(>CU`pq?gSE%9oVOh!<Hv9Xn=-AfdM1!GA1@jt9>f^D$f^nV(2UM?Anf1VL0ln9k
z`IcFPbbecljVtkcF#8A31R_*V&n<~ip0-e<&(Gna%B9_*%P}f&&n_A|mzlFrp7_0>
z7xy+NUd4&~;e$BNmpIPk(jWhNRAw~xsi8E#Z{QBO;D`=ciPbP#kkC)yH{F+ZmY&yV
z<keV}kW^Gve9diD*a4QpgaY~l4{K=jYQ{FnX}X?@LC2<rjtOd3g3p9rGCT?_2H73K
z+AFQ~9IhKc$yxBexsiVZ>ymDjX~~*L^jlbRi<rKW8tkSBZ*3*juUaPSDD#FMl@Y78
z*@pYe$`I=D+!PW&qszfHmth>kKT&|`8y!t=yLZODH;L3yLGfjEbyc@Il`7(*@|I_H
z(rGXbEc~1u$F{UB`>OC8ZGT#$bvcnKUGn>G2`c4z+&M?d_if{NFqIt$zJ$q3rL-Kg
z9?6omh){VO>R8nZTXJW#t-}O=MguKWTlin1gznM6c0fu%k9U!V2Vo++8U}$6z5M>v
z=4jo&2TF#Yv}`46;kVBjRVWdE{`j3l3dz)%Q*$}&K`AQ2j-qOC+wLGwm9`Lby-lFO
z$ERxwp6TWl>z*oB1dXU>92_$ldchU(Y?+xw)nt)VA-MN~A|IWI3fz8R|FL*5%~6wd
zwHd^()t`l!-C=~DpIUWAQ8AHAe9K7UynhdZn{e)R!Af|Ho8%p|iHy67D<bIq6Z!#n
ziftF=s@g#4!=O^Cxf`jTktu3EA65vW@&(^#;#Eg+2V*`H>W9U2`vHL~?Bmtt36l&m
z+)xVa^1%W5wej@*k*nl0!)tS)QL7N`tM+e(vV0#V3o$&_w--EqL75QKN%~p18;6=N
z76eM2<87bA$UuEA>0IfK!5I~UC!fBxM_XTup?;`XdA~J$geU^5GHQiLOUVuwhFpDe
zW{pMQC($`;6Alt768&9O;tuuOf7+8Y7kf(IY!S!2WQ*HjbE!y~>2Qy#OKviU!YwPd
z42<jJ+1;4_vN44IW%Cvk`7;rWjr)Td!_u1N82S=Q)4+s*%UcR;Px9BmCTy$BClC~&
zi5AcP9TQ{Z(aqv4|4HKB2xV*VQ1+(%t^QGJlnt+d^4!3u{VzmWQ1-|5>G$Vi)RJ2+
zL&><Wp?=jI@w`P=MWXinj-6?_s~ycu8Y!{Kdu%Z?BD^#1Kmm@O5F7%xbec`BG5Bwo
z;2ClH1q#IZ{UV`49kus~rx<(-NpN((v`q8Cu5}qg=-0uTlVeLaTla??R<zJM!t6d(
zY!=RvXSOFJ1g0~NsD%m_Ud4houSa*oM{ftXOA%&bEfIxXTBIE33z^&ZqB}I)r<t|d
zW8)C$)R*K9uFrCzQp79VN!28hX5K2m)4AfY<Gu<@k9T+BkT<3v%w2>;ATXSK-z<J-
zi}=Zy(uP~3&A5h1o~ZMy)ofdlI}>N`7sh;<FYi9NA9#KxDsEfgOh(1gTu5Y|Q<}}l
z)_848*o<3d1XXxu^<z5JtKOdVq#Zf;+0A<#Wjy3>V2H(9C;QIQA%pGl6&4gRDJe26
z@={xb^i=z38**H!V7gGD(~Z3>zUi`k=soP%FMv}&y3X_`?&M?}thW1!e&BM&cDY&*
z)XzZ!4;1kEZS(OEVz2+~1TFS`d>Gw2bvh{~9U22F?Kg``?<1}e#kJMKOZt><iOEx=
z6SV(4!5ec@u{?d2N6Hac+2@PZ71|*Et1~tLe9^-P&wxG8f5c>Ie}dtj%wYsA;s3S?
zNk7R2o^3vWi}?=hKZO$!Id5)F6g5UgwYu3}rsHs5<8^ga9nG-=V=0Qc4-PqXiN`uQ
z?uBot%m@}HnU0U#Abqc+4)EVe>D@g%E}T%G)$QP9`FD1*y52t`&&(<5^k$@3+UT6V
zRa33Q3Z<LQWOfjy8kG?hmX&2Wxx8Wc)tKi$i}_n2f8xfi*Xp6XB6WvaUkG*mZP!Uj
zhE4=(Hh5<;Njx$vj+Ma#%;+5sVXFh%H-tRmttTk>L16-<)UWuFOia$5HOL9_g<y%t
zh9>u!<6BPNf!k$T(Y0Jz?$~SP`mwA8Bv#T4oyd<)dyGY@Q}YMiEv0$##z|kUcP?S9
zb(M3LRexs=tE+2%%H6{OI0#-!_pkkNofmi|wnUQ>wivyKGj;^UDtiv-vU2J2`GO)N
zVvde7f+7^FUBQU8wKKtCa%nSEy(g!3m;~RLNJ!MnYHHdB6U(X9<`iu|kUFh3{@z?Q
zk#YhzGoB@z0BrHaFQh-vZ)0ayaBTQ0cED!|hAsF7hv_JY*F|?;)qA8*mJc~bo+2(U
zCLz=LVG8?uP;%jIwoOgp@ktm5Gt8G{47dJ_=PV|3b(3)6;osWct1<-pKry~!Uq=>s
zn#tOuIVbIV_Eh>qc^V(FohV*1SeD;vJfl!!UAE{@U+zD@?-hn<6Sejap=fCA`_ccT
z)E*<!?(xF{IS=1ENjx~rpq|uB>oPQT2Lp?WV+P^e{m5I|zqsS&PW+JgAyZ;XN6m=k
zx27$lsRaWJHAl+=Fd%nnlwpGoaG%;63@HAM_3azW9_4>6S|4%4GJP2KCXj)tjU@j3
z{MF2yavOlXH2JtYQ#!N#?HLQ(5pDUi!=fzke$aC6hW=I>k3N_zT-&tl>$rqjyl<f<
zPFPEo`<+MszZW1r2JXBqp+9`2h<Cd(5S;NI>oQVIR8-Ui-vd+3p(M9}OvusdST^KG
z{zTrdavT6qJJL}0Dn=;(ATz3kwZ}3jTJBn7c>8=gHJ^un8K6>DU5!Q%+Ov^Vb0vhk
zjUw|6Gn6}sG@#NNouHQ<<I<{Y_Y(?0!UV;S`yZw(8a+$9tNCMS=@-%pD=+9>x$UU1
zhW9DC;ClzK$=Fx-nN-?4I>f-yF`IFGb=)lX3i-n}>h1wJFNk-RNWa~u-rE`b2ZZTh
zNT)Ql4rrigZ#EKUWP)*`Mw{KmzXp;Th-?gOD*~Xajdqp55-Pa9GEH0~;xA<Q9luK<
zMZ3psy}eQZna(yGQ~qV!6xz?(v3<alXs&(-HPR%AZ_BtOU`aY|`|SP!i;2?<v)?&5
zO#3~zg9hYa_ZVPo%U#^rvU27{odoqSCYqOf<2NTAcNv)&JF6XzZ!oXl6MVBE6K3to
zvZ#5X4niU%q@<Bmt)8TY<2gK7j6AgW>lpc$yK?BM?pN5sGkE+)agj6X+f0>QOEA)(
zQnbcGjmmz`Xgc<ifI!bXS4|Thg!ynf3+}va&%9%UdptmKP@Vw+91`)hNZ`!+CMUDn
zKr0nUAaX1tO-GeNLkT3cmsQOD{tQ2ZmJn3aG_S4fXNTiZ#XT02?-+|3N`kGtvMsJ6
zGnVbW<0z;MN4*tRXTznlb8`8sK96c);X~(J*}lwo_<@uE3?$`?m7z<_uPklsJTo&H
zu;@8_AMecpyreV-uPsgCH6fuCwQMIU`1X#8Q_Pm0l(ZNI(6#mM>@w?1ql?|2a<(6!
zT6=HKOIu2IWrQ@*c4HWJePR-ag2KN32MEa*LBAlPiY)m8%hNTTmq@-n#0L!pOhF$k
zKELZI8^&wv{w>5F2>;JzSTdUF*kAjJ>DabNHs9(@{>{^(H4I=r=>kq3jq}ye%^x5L
z#(`N88D(9s_R%tQ;xRRd6nUKf(sR8v+8tWVz1f;SH2lGYX!5*+LPwWEofjU+XA0>_
z4_)1(z44Wfj9JDe>QI>s%2cje1NerKTg8uWDy6HQ?X{o?35yaOTt3dlDqhHQ0Vb^?
z@_PaZb+kBUb9@;tUzi2Le-H_{ORV<WOP?eXn^4a6Z7brh%P#R5(@f%wK}-(B;WS47
z?LPMo>`ZnqZ}xtudg9R^{`d?Xx3wi?PkWb&7j9aGMl$p&Ud^s@N0gF=fdPR`<T>>A
zyk1n{Ku~II>|dIE0pLAMTtRJm`nnxzwyV%zSS{4wCO0s4ue4pJ{ph*22~Dg?Nt3`G
zZ^7l~XLfLO=2#uuqz0q0B|tDGB~{v=&3t=@^2={)u%DQ9LdEt&rj>QYH^*8OM%93g
z&?uy|5EG8-X{BHVNd1bE{s*AF;WDx_;$WDje8y&m{Yt@8Zf#@{@~n>^mf9FTs=*p_
zIpa65{Lg^q#<f#;;66Jz%MTHvMifSN3JV3LZohQ1Ufi;(XTW*vq3dq!!Vb9z!vDBu
zO_fC>7ZGubk*a3uBQ$wMHu6WPx3}^Qh7F_!eO|LC*QEU7T3w$rS2`zKY~7O8=wT~V
zdg{?m>IWVR6&QGlPT&<F%JO(WC2;IcH(DuX1RjY^0Go@(2o2?W*o3;Ft3J(H+rUM<
zEA)E@=jEIU3U}>UfN$goKnwtgLTl;a+s<cA%)2X%|L{%wLrwbICMpH`{m@~5Hi6K+
zuk@PV<=<5)hgwjYeOq>?W7g|q1VZ}jj+U7K;OJf7=!Lz}<R^Hz72$Jz{P{hY#!yf&
zr+0oH*J@Z+5JHTUZJ?{u7vAvE>`oobI(tQgTmpfvcAjhA=W1+9lKJNxu|rKx20F6W
zHu7O{cxqDsU<G~%gVCn%Y+?5Swix&1xUb(ndJ#2yOlNevASkA^HZXuOcr)K^F~G+d
zx)>hNv5{)8b#!sPx?_k7WBN*ScnRNd5W!va^*PoDfhyxJnHKdt@T{1)w;xhchOlH-
z#ui*%E)^G~oe=T;*kUIhkQv#fGRP9LR>|142X^#NF0C*Lx`>ep>V1AA(P!ca$y#%n
z9-0b5MiOFTpuvK=?q;_dfPqIQO_)J)z6hRyZpH3M)SN1E%g_PAH^DbwZf<@5R3%NJ
zP)LNipv`AbYc(Si+`{6DlI*hLq12N~7pL<yRK@P~Qb;09ZiY8dzclAI?BBtiwR^UC
z5cBf>v?Z_jVO)im*=^b`EypdY3}x{BVEGqj9R}2j;h}HLBs+0uFUuC#Rp0b8i$q`X
z4wjMK9LjTBY53!VENo+s6k1Y<sLN*mt<FiBGtNC`IQ~m|lkftx*kQTRr&rECC=42k
zgW$O$z>HzIz&i@(clO{aI!Jw}<!DggcQ~7MeR?cLuAo=16*Co6F=r|^;lW++v_PoW
znhfH_VauQ~o`%;yB_(Ch)u$cZOTN7^8)a@3?QJbbzeXiU_8rYk)EeA#zj6IV=KK3B
z>_Si%4+9=Xp4Q#b0RD=oF_f?=HeElIm|k@R$-UVey#0+J;TNge;F0l~(1Q%v14zit
z)jdHxXHzEl^wJdy%TJGk9ZPjEM`Z#e#>R7*PDUXn%r4z7)M|Yq;QBh9P`}C@`XV@u
zyx;(aknTF(P``@GIcQBX`d^;Q<aE7Y+?#^il(fkE0SQ}%3?@p0C0}MhA~D}RL*JRs
zjRnv%JIX4qeC0?3%2O-bIX%Y!rY%rn`~k*aCQ}#=Ok-~Td^%UX4xG&uA!~<93E~`F
z@#d&1P&>1kTna@z6kNhyDV>z*@h!G6-hyYRRzl_4N41W-<vY~i&Q)v!*@;q8T<h@;
zAtMtf2B<0viv(83OP@w%1{9oXSZ03Na3&QIq|4KtuKKOcJZ^aI{E`n~OfJw~*xAB)
z=uPGDAd$8GP{Dt`MI?N#ulJr%UA}@n6G)+JdyvwW=kkRQ@;0R;O80^pKdnoBlwzK|
zd@lPF(}i*tyJ`y;BeMH2UXBG4ezaiVTFS5cX-@E7f-g}p?o8d%y1L^Mzg)mZw=jm|
z`hf*1Ek{HzT?w(PFaRAbY8;>zaNkH-@DzN>NJ)cZqgmB#eO-<IN)EMrGj}-R=^E3c
z`nc1<wliwNIaTt-|HKjuSeS?LDB26Q(ososZ~8GapLpd51PO;0aq+)Tcd0!etVy;H
zZO&u+fiDP;ogE&i5a1^uR~f@}EQfc!351sgBadx}dLAQBX?~3hPHCr->wu65##4VO
zQlG^JHxY}V*EHnW9KZRtfUT&Q(@o_098iKAYg2^Udai&Mv|_I=60EPMYeR<4+1%21
z+oT%i!So%CC^aaYS3MYaoQs&c2V~|<86eIX_p!S^>zRP#ATTtKP~$YN*E20RRQmaz
zzPERMM^NI%9pC+F*X`ez>fzyn$=uQ6?`)&YqFXQjs;vXJ8!KZM@K8oThZ-DG(@k+T
z07*f>1#pD(o<QChvt7;SL~r)%OPnDSIbQ7^`~}v&iP&QJfFJF6bpYcUR38+kjgfDZ
zU};~D4H&@DQ5f~!I_W;C(U$!=1axGzw)=?)LCUDD39qdWQd*K)KJi6420jWkTc_%f
zL8e>f@1>vJt4^oyY(&L+-xGA@@e+<ffu$hyT)&kHS7k8wjTya?V;ER|D(zV5f0Uvq
zBTiU|fxm7$TXxZE%OJa1AO4rI9syHlNrE<A0!b6O-ixft2S>4Y(@S)~85wG4XBkE<
z=rX#<?OVjWmG{KP!+pYD`3ER@%fdjW?@XT1Owu8|QI=4A3lHy%;~}o$A2jeeuY43Y
zZm!3=0esPhl$Zd)P~8?o%ht(k<IWj6XPJs2IY|Tiiea2$d)oI=+{OAKakGkXhzWlv
zU{&&?&J=GtE+f?vf5Dla*EC+rmQp8sr7yPmk_#=@+m~4NXS6314}_~f$QQ}2QS)!o
zIGt}kzA98m?FO7V!(~|SSM?e>G<1;WRLJ!Sq@X#TBb^QJGrWIhX7Ns5ba3K)&$I>=
zg{1$>AD%<}=JU+|vN8IZJ-hpc?(?;#dR##6s$Qd-euW9?Im2<*_~Syfv&9~HPeo<}
zu!6C1&JIp=uy}U&S~i4Pdx8>?XbMNeV-_t8nI|Wz?@DbN6>BY2mLeFiOqL3pZ97L7
z?o8)PG;s9?`oQ^VFhCk*Rv)*0h;n(*rRI5?{y<KVtux|p@=@=s;T_T?76Bwrp@cg)
z$HJeib$F5ZFnHmpb}%X($JjmGEmrhXpqLTP`6XXGZ{6#K1^PlyGXViwQ`4fAqa$h%
zKY!U*!*~3)XuTlf{?(~EUa~k1+TN7Ff&DI5%G5o$@$MH*(Z`lKMa!~kz)d!I!o)id
zIPaMcA;{q0H_`PyTqa-Ea|cH_>hE7TZWWVJ=8LN~&-xq59HF1<>vF4`o8VYw0r`bL
zU!H`KQOFh}Dz~>bNyp)wxN8CV9syVR=-gBkZ)!>b=gA3OBDGx679*2Zec|=#X+D->
z<Ma%k(=;T~xTRHDD^y+&Z!Yz~uTbo>AS6S8gL{6prcMo&Aj;Qj{aMJqTHKbL#fC{;
zccp>IUi)w7XJVDRlg}T*J(S8CYjxh|#3qs%-T&4sfN*?32$){T{lp8Od~tW5T<)R0
z*?|j<F6O^Ir-TK3E%{ONI_+7-KMDsk-~UT5msZBgSGQ<(h$1P|P@<IMQdobe(7L&;
z2f-U3U_gx6Ro!+ND9_>;qyo%*YI=VXKUkObr4Ei!=9iEe5b|5dG%%otw24+UclcZ~
zbRt1c?$hW~li!Wj+0Zm!aF|$os>$$w^giHX8c?ys0o)*-tBzo*=*a)L#Vi<XN^kAz
zQXiui<W#!5+Ff1s1){o4rt^DnKt%v=(6q211Cczo`xmxnZ)g&Wzpvw}`y0N-s3`o;
zI-{A_)*M_j+M5+i)R;$PT#-s*;^L5sNh;=p_1_tp5g|Zu*B)Kd!TC~92ePNl-N5T;
zx_wv!gD~v#b|=I>X=P<BUYrNm=H!X)wWX-_)Ld;yGycx>Pu{N5>~^yh38Z`aKl)>1
z6(_sc_$TYvhbw0KT@coC^K}?o=azyU9CDjw*9N2)<Y`$Jw?i#_dOSsEcrOJ54j4jB
zB-zLPDRHRQw2^C>>4u;c!5k_O7FRV)TMrVBJK6^LIu_~=X#u5U;sOpNz5Er^x7*$?
zWdKkOP{I;xu>bN_umA4<arKp9QHEQzV}MGiD4o&`(hVXdozgJK(A^ytUDDmDbT>$M
zNy?BC1JWHs+!xO|&vWmcUp~SNGxP0lziY3x_TE9^<n=e#7O;b;6@Z<D!sn%lwppp7
z=v#2R2X$)|9vi}<@6OKbV%4V&PGFSLR4N`x$F}pa@1sh_8wd*ayM7tT#%LjX9_qJF
zOblQk^UuH$qHO7GyJOO_7b9+89<yhpn{0O_j15sW<5IB+U~%j!ph7emi`ZI!sno&o
z*J*0hc*9XbvlW9P-AZRNrWbEX4}@%}jx?oYwg<YGw^qR3w*kYGBo0Yv?e`DqRAL_%
zDZ~s~Da6KWBXFi_zO$LEj|6ac&!Gf_)wIl=3cA<t@~7Fh_05WEJ{3b_UJim|#c}y6
z-l6iiu)Ant65o|BYHIO4VJ$_hpUf2QIo{|-yHsiU4zD?uO2xbA)0=&+%y`nOVU2L+
zDQ{x8I67n6=9@Jc+;SZ*^|mGvbb93ccceYD!?oPIhYRD@kh0-S*MD>TtbJhtH=3rV
zEot(4e<jAnEnnWfu2JA`v%)VQ0s3wCq?*L(+iLF?nt}BjEqyqBts=$6sLNv1;tl25
z2->A^=?V5kO%1$0Z)?&?Yd1azi+I&9Fwkv`?eQB)Np2d&dB1c7X(wx?Kqfde06&!l
zOH8$;vF*{w*7@1(KkjlY0_(Q!u8m&!l$u%%!Vxgi<`~3EQcj^ft31y#H_xSiI6p|~
z$!Kb3Fc5HYa*Sa`u=0nGU31!sbbC#88uU<J4*Qu^7TYHyxYP0Ux@%^epg1*NyXknG
z-KOc(47zu@PSUn>25ac~l5HX$luX#`5kNUWO)#=Tlx&q%S4#qmD*)rcKo$c{v|y!p
zXJ`}e1Fauc*p5uWwv1jB{Nd7sLZ`M~f;sm<Rs-0<PNTF-bHYuCkB<aU>shdOS+emK
zn$4G?8~C^OJKCK6i65}w+SQ-!{~kX85LiNrUd;z)<lQrwG%T`qhTpTh&f&tkVH@j6
zAfKi>x)sw%a*8+pmo;g4)0|(Vz*e9h4!dP*Vr{hwO3&Nl>Tg)h0xpM{N(3m>a6i0J
zQj}v5K!x1NStN?5l1?5)OKLem>+%DjGu)c(d_~0m;1_Jnz86D6ypvp57>CR9q4ex-
zis$&ZZzqRWqont|m9yVjOT$Oxr&kb7ag5uhvqkx37!9PQ_Do7{$gJ-B9Ub}EMO!+M
zkAS$N(ccT;%r(cO7%6Qv=g9kJI1fQqu$^q2;<{`%u?!@CUc2(dH*8Iv_HYo{!#S0{
z7+>AX8SyNk*;zgFYH>}rS&V9cnm0!DTas*R<Smvu#X?0!O~|Oa8a`biHFs}RH3jO)
zV7H7Z`S~w{vF*jxoU+=cV|Dx)UIwJ6-iK73S{ogo5XqW7VHFpr3H&c3!pWWW004P6
zclp8Q%a)9uDlP7_>7){oRu_Hwe)CH~>)rnMO3QNcG*XVNj9rWGRQ;~y4+jd^P+nUO
z3yVw9lCucoK)&q@VnV&f@Vg!eIrYmWjXCQ~m?BZXA!_n$^X3*EkzPlx<L*c*b_(w^
zW|gs1w>RTfemG;pmhd6V|3vzB&`Vm%uSLl>h?xUqg0Lg2@J+$J7Gn5YC*n%yrF{}W
zEM%)(7~bVvt2rkuP;w<3+ke(b6Hyei(53;DHmDSpMEAzuw5`xu+ov3Zae9|-;^FKZ
zvG`YGgkGoSVrqrzx&VSUI^GhfsBkF%{<xPo8_t7<Y{{?=gI^`L64kn!uWxgCr*bB0
z3~uFU$(N73xCd%OXz2Xcw(G5oCIYf)yw%Gv&9CvtpJH)r{l(lvyrV+F5e_>EZULwH
zkjSmRXk!fyD94$tLgzx7%W3aHMAV4U@Q7$Zbu$tioBy2fPnaZT2e?D(dX$6c)CVij
zrcI5El85B$v}+jxY=q(rM>85K8WO=?_pv*HVvG$V3l<<VQ*+J0UsX!QFO!KO#4>5D
z@T%0EDSUnr3<CJDT{2LQ+mOQAc4O#sEfHTY=1n?q?Y-NoD(V=tE%NIz2HkyAQ-Qhq
zBW!9}T&@|9)lOiC0B4~6?i^*vmG0n-WX#pWk;<soN5fuo@<DHq(amM~yOMRk0Z^9o
zdyIL|-cQ}k=G2K=Wu{H2C!q0?BxtbrnX1c&Up&@S)*S3R<hUZ55QtrkOItzI3bnNe
zk9T-%mAOtojQtG~mVOntrul}n$DwqF&g#Ir-gv_?@9D1?*8SHf-0O1$Vdc390<ZaQ
zl^O0>jr0i|<Y97aG8?i2oFb!&M25ScJMcLw65FQpzqj8k_>;<3Dz;oS_IZ~`{NRiF
zyx@qQtmA&-?IYsr=e;$wC_n5i+wX(23c4&NY<vdFp@}Z7QBk@Plf11~=Qq=pI?hG9
z&V(>Yg0q>O-pX;e$m<Fg3C31`NxfRO-@mmfIb?5mY^m?cuc+YI4G3UwL>d(MEx|27
zJK~gT6>Sm4f_T`RxAn_)-al<=_~O$S^@%rc-}3jzoPcR>pXfA(pRtWeE74E-KashJ
zY8a88^v~PDIZogvv#~=`MLm+QX-m20KMPpo^NmA#*1N^lmhD6%sW<)nJwUCe(A)6j
zot#`p?^tq~GyHv#_QIo~q`14%D>u)?@Ft5ApQ|b8j>YNg+dPL25qMqp!S66+Qnl&m
z&_kBAsPS@XQ8z)u8$c2Y-yE}o%>Ss`5+x*@vNI<A%y4@&FAH`h^#LA7UV~$E6ek+b
z=PBPalT^jL2JU0oxD6zkYv%i-iUR%OuN!pjMOvPyV4*r5NbNGk>adB8)`OMR)3R!=
zh(7^IGyj-uW=cSF(!Ea%XJs9^2WiqfW_F@qPytl7<FzEyQ{uX?5n--9_Y#dec?Nfg
z$&zTKx7WY0@XH2%R9S_}U8xG@eabq;@KDj_Cl4+1)}HP#d>EKw%z~MT$Ft>ScIWzA
z#KT<Ozpd08xPS1)5}U3U)*C^L*N~*aVCOd+R%VogX_bo^Ti=pF51`>iaC8<-Gt_n<
zT%z^G{5^<9v`q#)QM6ah_=$o<lATLU#~ymaa$EL8FD`rZipuv{l#v9y4#%YJ?M=#q
z&{?9>!Df*M1V5Z0KfitZuwQ-_Tjg!N=A80s&9o$miE*<0S<n53THC?$HyJSe7P^b^
ztvwzo)~>{_4<xl}+4glCuM%~jC0dk^UH62=WMur6r}B%hPWMoR^k<H^yh~VSXuG2S
zdh6ND)OP;Lhi+Dov8yi{wX*9u%=_B={NBGVwU~UP+wuY>w!hAq+@+Hg0(r=Xk`W_Y
zpge7Dh1NB2wEPbbGkpsC7n%CIPm1TF&1U6XHXZTky>U)G-;I^%(waE_TDAQ?vUjw@
zV?A2$_`Wz@>T)dKm&l=Ad%ULJyTxc@C;Ht}jOylOGypIVYipr(b=c%vHBQOEp%7cB
zu)Jl@teh*8vB7Jyhcs_|?O+C*f!jBP-yj0|1lRy((9}sjYwo>cmYzMD1VGSg->tLh
z`=muEX(hp)bJ5qk?AC+zXJ+$p492M>8<dB9D;^&7eQtdyI>zzTp#wyk$<*8ffTq82
zGY<rXQ-rE~Z@)&`KSl?In4b}tZ6ani|AYAL+a_@-wxm0u?%2UUHFXVphs&A6w&Z8_
z1pW+N5nDFe;!$;MT%2ENk8Rr?dZSpT(w#s91{-y-R`LVYM6IunVE@nwmqd)+8#&RA
zN6C}*UCw4VJ~sDj7y+KAt9^Mubu7+{7b?JdLB$`gj=?55QYsJg#vLhdG{+KB?7X26
zQAr)imtFjIYTJF2-T0?V$iUR}3m_fHnFiU{b+4}GzQv{a0o@Tmyx?%yDYg=jIaK#K
zj|ghIx4YX+r4D}QvYi+A%Z-h_djPbu>{hd2lE#v3un8i8W5v6Yur%_38EXGRWF*cd
zjZ!bsKWxnM9z<ft>ot{ILe36C>iD2CM*NmVFfLkB=eC8Hv=tqhW^*4hST8_0u*eUz
z#*5(xeVE7!PSoSVFzNw?rAkFYLhDqO7tM-8LEgW-aE@y|P8x^~Z97|x-9yW5VXYMO
zAk^HhOF<_Pn8l4g6nd_8UNR#F`H0)H?z;l>CF2ncmw%g)Ud8j^E(=mbQL1+VItpT|
zV77MiQ*6AiWNu{KBuc0MbKJ#RWR{+4!YC76GW}}))#hv~=JmZimVxzn5kzV~x(>H%
zW8P?My?0dZ>j`A}_az@`kM5Sn{9I44J?`LTO@_l7<f^_w#L8;0(JhZSrSbWbYQh37
zp?6N$QIWFo+23Mw#ZUfHgBU0PxIn2=@_A7aQ})N8au9A_-pKi<Y9+)U!Qjh~aEd`&
z#&Fnf%-PpsX!vy`yvaSva9F=&#<WkR2<~<dGJ4`Y(89LVa$P%`V^0t2raZ7$H`H<(
zR%T$MF{T`9(czEo)(SHQKM`Zw9C?kHVu1YYp>E7d(MbRm6{4{8wyPIQUasVIZVAY&
z?7u3PHq03LgO!bq>6bT*gj*{c8!2`5i0wd)^tC?&|F(LIjZSq|3Rt>4N@2!V%@;2&
z&kC9OgF%SVOso<U{47iFa@@AzU)^skZ|x1JLG1T`cp7yr<=WxT-OhUS)bO$@Tv8|B
zY`*b*PZF2u!I)H&=npnfFO?U~3Rdwg;N-s?hD~NW)2+Sm$D$U&A_?Q1_#vV7)z1UA
z-(z{O)5%Q-ol*qFyy)3pPo^fDYafEIrt>B&XPXN0X7A5~Wvd+ubL2(jQMrE&cn|xU
z3WOaUrb}*DHaYarrQs09b6O7qerzH-s*qem=oEBEyY1Y08LME@BDyg#Rd~9C5Dl5*
z&aiE3T=cf4bV@^$W^AVR7&holgv1Hzyva|#BT}zAizOKiJz3YtcXI?Gkg7wjp=46C
zY@=^HyF#I+SUPvnRq?p!?OSniZTUBr4OXH9I8**5FaLBmaOe&<I`--5`@LBcd?I@h
zZP7Sp3g?uBmtL9;xBQSV*SAR*H(cEvx#-)<37!+-=nlf09W_mFzm9UU+9`@mEq(#Y
z)9-2)Ojp<V-Qn=iC(zn<K#P@sEC&6K7ILZekD%dJcj9j#pp>48Z2z2wR=*(WTAH%u
zjVMX|0dhwTI7Rh+pbo?(HcvOk8}q<%n9__N#7^zK^w*G;9}VKJTlMW_t@{!AWJ<Fd
z%u4Kp{#1+I)O1*=vpo8Y?P^>yEBkTnKN|f(i1RPsyYu_k8Jx{p22huwyE8#Z-~!PE
zKB3XGX<Ul;iBF#i@PyKLwBMVZEjysN3aJM>>7Rq&T%Ws;0yh3SKo7-7B|Y&JAR1$%
zI#~`lDKpx9GR6jh#Is6e%B;NsAn}KEw8~8F9$?lz`fR-lN9r`jNB&^?!CdW~E|Noh
zQfHu{QqisDF^EkWdmF<KGrm=L*sDRn#g>z6OyJy1!DXTOA|PT8i=-oqS4+T9FO2%J
z-TotpT+<EZl<)!-FOE57laVr$-pqqLJL+yTppeL4R#|mPA8)D39=hDRH4#G$a?9S<
zeq4yEEq!8LV*72}eaIcl8>0(mwYlZ+KQ92^wHy2*Q!xk&(C9liR88l%6eC8u+XI*8
zN+KAKo(=4|=`9|V_TKyyruS#NS;&H_o-(g+Oe|^#yTAQj290b1P_F3)vA+HhBwi4b
z*+sTe+oF(<+0_pSJ(8y|<(;u!Y<%*3wgN!-U5v4#9r0Tx1O^_yA6?bi?Kxy%il2s|
zR7X!Aak>|kIj_cPj5RjRj;-fl$;VAPvnwUHI*X2sS9`PT`B~G}*Rsi{<&V_l?;O>8
zJ0Pi!412vpSU819M>%ywch-DJ&t$um1xFu5kcmhseai=in5{d}*P~s%%2MYZV>}RO
zda{Z%9SQfU3m@KD>42REv{r_>>@fVtaPXynSe=}Po1iPiGccTj{(CTrLkd;t3f5SS
zb!#vYk0G14Hh9w4q}pRT6R+{%f~^UsCh|%C9L+d*(`Ix>U1J8H_o>#Y7Q;-3)RTnT
z{l`AY+(Hno#zsbzl$1n(+6MI!hBucFdUv>ujlClUunRqASbpO7mYg5We96S&p}OQ1
zIs{)YPb7Gz9$0C#NrmNpcFW_H873yYrOMi#_eC$(0rIEVW6wuN{3O*@1R`^dXBhPK
z1a>aCo?@vX@nqQ&A?$BC@RN#*xqt&{|9BG}oB1y&^CdY+;&EL{Qdq3leK6b{F^0<<
zH^b(g6OSVQHpzk#eU~+9*AvYmJHy36B#vmL91HFXtiPd{M64MaBZTej_|b1O-z2j8
zfbJ4PQ0)Q34O{T6Crq^%$INA0h{~9HB^#Y`$#n0F|H6s56eT9GbsKDErQst_MCyD+
zNWX{_F!H}h3_K3C5|^N+pz4(U<pLBOd%>I6kc>1_u^2myxT@=`!1I(zrLASnjQyS}
zbLdkKY%+h}tax(%>w9UYLLEs`j<4yAnl>~g+Z=ZW^I2UzO3`TKX8k2?146>Hj?Q^o
z?XC4;`=84c`?D1-`jrson-23wg=>eNDc%E4mvNbw??t!9Owztx_j4j+A9oAhk)QTp
z!rDjBnG442e{7qsraXm!H>BartDSu7Zb;rGWWOr+^?xFArV`QCDG-#Y5<flAfXz1?
zWx+Nif`epVzz+VTZOqjJhLFY@{5L+YUA57Uy=PVmziUY_2q$27pz%jOXQz@E4rLy!
zSfd5oe;*}r(o>64^wR^ILH*IQ<^D-CxtkVdui%QuU)Z{6bN-C8PQgy17MOJ3mI6Ch
zrfWLR`PRt2vI_P+pK{YZd2zwOo<|S<nq3ip?@=`($l)c$+FZ&M&}_M)!e!omYH7(h
zX8*O`ff9A=ran+QTj%ew*RBXtz}!0P&<A0%CE}dS-s0A%o2aN?Y^z7k=kAxD{{Wg)
zU20>=O5Zr%hBdjL+B?T&ZfN@sToLSe26|nnO<QSza=pVVAShyy_;HS&oYPqa@dv(8
zxZzziBq1)^5tm{o02({6H2;iHg;T!H2n61<$-+IfB3%=A#}?JR-M5V{I71}~GjYWl
zcj0-wr=epO4kkz$UZ@<gK5mBfaCOq=WC2P|QY)RUr=D0NS=f3#amZLW&?$S!D}v={
zYA!v2Rc{zMFsz<=`|-VIeY=B=y4Q*%(~Yht?xLI(C4X=i-}yEjf68{4+<V+PE4}j4
zg+;ope#d&bp(g0FmF4V*SFgV_TUjxkRhs@93{RatxN>J`aP|g4IW4FkzO3O7f#k)f
z2k3vguD1D-ej81^>FM*UWTra7?RxE0sdEb5ce)<MlkwUHyYGPBTy}9Q5*6d-LF>>K
znvRa;6V*+Ti2N<hB$%E1QWG&jF!zz0!yKL+88tL%x0bhroZj4%*!4u4vu3Z(KN8Bx
zWx%i`;esY(Rr&?vJ&lPvVZ<}B!Q0uhA}ea)D+|iFs~IgPY-wG&nQ$$h1<&j23V!qZ
z<M;~=VR#To>S7@U?~^-CNcub`o%bbHq;i5s`SZJ6`+}Bfkmzhz<Rv(Nb(?X+cAMkK
zd1qd>-cF^WSfL~cdh>LLTbbB*VH6mk<B@hrec4L%zNZ73sk)%xuL0Z!YGjcfcpC85
z{h3CYXKMJ!47sZL!z;WC)o{X~2x;T<rr4p6W$+SqdD%j==#OG`yBKG!F$NYe0PJQ$
zL75JlzdXWcyDO64rtlJc(&qYd=Zr`RY7J&qesmA=vfsD&evNig>(cAlW}UG=Xfrg_
zxgEcM4^tq#IM^$eSIvCj(uHwr`+ISWN`;f{?BIL}Nnl0&h>F=>cKZ|P?w|sb^A8Kd
z0VSh7@>CUsXPz7Zbgqej@%VgDh3mK^09rWs@je>JPT5<VpWNaIX!&u?H=`p6GsfW5
zW45CVKza%Z7h|slFUM(t&EnqJvl7vA(-1D@-3O;-e=qO75Kt;+5BYgi#Je4Mt!hU>
zu`^jr@;N%6G%&o)QU9(4L{ly)B4dGuv!8p^i0?@Na&HRF(urxRe`zcFfew+Sk%>vj
zf2lp}|4@6zc8)|B-H$#tbr69IXP%YuGSE%%10Sfd%79!p#x^JkjI10cI}%2#j(0`@
zprB+?YULc^QGS3~`^l_@1Oa93@XDP~AuaT0S!NhO<#nN<R-gr@ePE!htJz72Kr46!
zBXW!8XrGq>>m`j%$FDA-52mKf{NYOWPry(hDDFHhJK^x=OY^+}X`QiJDfzGdZlL%>
z|NWZ*RR2U*3F&en+Qr=otUR#Um{VN$X#cNY)#~c`v{(0Rf_>^*9z&ECnyDIaYeUh^
za~uG_z@qOFD$(kUN7A+Nl&m>K5;K=|*O0-=ddT*sy}KI?bCD&eLki4kL8bOHasy%|
z$cc}&YRmZq;FKJcL|R%hmD_iUfIo1Fqs^2bfq^f;rE17oZ5goC+4p$jI|&82sW%Bn
zvCdRU|1>6#19{_qs=`T6c*E9`fiWvTp?RkBfWu>q<2Sc$z6R@6Pr<oL&;O!tBAQlu
z|HwJIX+HW1Ysd_4^^s^o<=Sxe^EH#=GEu}w@&wN_S;)`X-g>v`Qr05uZlv5N#B5{>
za9nmz?P%PYXhw+z5rFp}#EO`FCj$z{8W--~VfD7|ZaY}Gb42Yu$iis}3Yq5sU+FIu
z8x`3*U89qt2AKRgQ>>`iF>G|ijfU$YC?Ry~d*Qvk55e_quRn^|?}*Vmw^I@dB^n2u
zYDliicQ)%&{VV?b5Wp#MR3f%}5FLae;U7Q^y&&=B(x3J6)uHC+9=4nafV8}>`m_hr
zr*Uj-o@T8)u63B#I^MkkU{f47V9!`Q32A+xtX86gfw>g`E-Fz##DYX~gCVN|)rD5o
zIWL$Qde;^KFmbu(2qvekx;B8mKR3@AXK)-bAg@cd-(=%HdF`B-C=;4qhJx-}-E_YO
zVh36ayo4v%*UuberH8Od+6+8SiasgBZgAB*PY+}1)QSxFcsdJJ1s>)rh`eruNr#sQ
zy<?b5SF)M>fz#7;5g^|4`p4N~DOkL4RvB3Q3MPZuRgC9aetJNYqQD!W$Qs_Z_ue!l
zTtfSY<^tJ~?{4S_Fl+XXBxeA(%vj_*6H+Pa_K^|2Ll+o_;r^=~VMs=tl+fKx>b!G}
zgxPl*-Bn9I{mv<#K947b2nnpO1*gN0-`9ka<&DfS@}ok`FR_u-SbYR%%5ecb7F5-s
zt-}6D9rVZ?@w`JmNer4fJ6;R3;(t`d*2};8BQTjVjW#zkFd4XT?yjgfY8S`$otX$c
z-c1!1VJp$OJ(BUx$u<4Z&ZAR)8Ns1hQ%9@K$qGbC37z_N&IN0|d%IV!lN<s=WP#O@
z*kY<G6#YxhPM!Z$aeq*_D3vVug1xRbp$S(VjgRSQt|dO?N#?4o4EjkGXjKEs5ByDc
zey3v=Qb}Q{2o|QgwDG$G6BurRl`vFXQn+U<+ZC)Za|VF)ck>xd5;r|H;QtH`PZsY%
zaOPyQ#NNDYGnX4E0_wKi8^G5C7KTDxO)aY{d@c4j!$0Tshv)kG!*=#HVj$6wZ?!sb
z5#lgvD`3G<Z3C8jBSG8MovjN4G#=^dZb!z%09(}9LsaaxXxhHseid+gMgopynt?-U
zq>=_=Ais(_SdUBwdJQ^oT{1!E&_m)#doJbiKxvW))^WdhU-<Cd!tQ*GPHF2?$EWd4
z-V~|`!<BGuA0d6;*0W8IPv(JDrpCD++xyXEa%KMc+$b2t*JSS1InnnU?AV4c_<_@W
zyU1#+MHBr?u~hiy2SRqY%1!?TXQ-x>{CA!R?x?7|)&p-**S%jxzjJanFKz@&5v#R=
zSZngZ*4$?!M;0M)Cakr%=~L*au=EdDX#4E)O|Uqx%at&Ql#n~=5{}s}-sAoy89_(Y
zb*r|)&bOuugct|mwCNFaozl!ZzXH6(^4w7iO1?#Vad}cpdG6K==NDNlephl9hj1s8
zLR4D~uc2EaCRg0An=+i&bJPp5UPeFk72yes<8iHzcu>X1(pO3no-G#-(kuc<#7m+l
zRIP>e$x<a}LtmQ~(H&XiJulj4-A~-~MMi8>QGR>x<0ds*yZf~q6J)RIrophIqFDBn
zXTwJvg@=8l^Ols2?#C7Je(E}E+?tO|zD?k1Q4GFO&R%n1g=z|vl8$U4E{auk05nrf
zqv{xm@3}gT0)M)$^rkJQZ->fqd}2M8oxLLSpTjf_g><Md@x1VV8Q~FFS3y+7XIl^y
zbEepQ;H|(%Hn3HH!L0M&S4JsTh4R=6-Nku#s70QJKvFmqU1w@$Wg5_#Zk~;1*Mg3Q
z#<{O&w&E98RGNMKHWy2|<5&bf9YAZNns(af8m_VLS~{=1tQQ&&wWntG5{(DWKXivS
zYl}qONJSrTAfgLi&o-r{+?HFZ3>hPI{Sn6&rOMfMVA>7Q&O$LA2u)5)byVc({M&&z
zAbFO*b5XB3&+dLZA#(hbG*_tmd`nensv2ASoD-KMtZH?`AjI#e;ZGxAQBQVBLkY%W
zc#>%$Kd+Jg^;oWQlE+)6-aFS+wu>s8>`zzgM-C_F^3k~k^&dlc_nkN-zm9wkYge~p
zus^OJrfcOs)QMZcGLK<i3EAQ?RL*RwLbN0%eZG|X5V0mPzGe6uIuw!T$T~M2$?cXZ
zOc0`mENfqn`#tTXTJHc^zjA=gH#Qr8JJk@Hdk8Vxn#Pu}V%`#LUwWfB=ZPKhV=cE;
z^f^I5GPLB#4t6L~%Y9bC7tdOhsu6)WIr=;$4e|sP9+M$BcW5YEpG{R=JTJ+3$$Y5I
z(pnl+V5eeTnPfFEXA(r0-?XrTK0ETRx|N}bWViGfW@#D*P{Rz|kwHw=+*~W+_}Yao
z<L6%-?`6=H8?EUGJx*C<ztB6@9fc+NFt>x7o6W)OrT)ICEihXBoGcszOAzDug+xm4
zSNP$?4sDgU&yKBH%7a~dK|kI<;L=}6SrfJyTd&K>aN!MS*8_k?3~*Ow=PuIH@S(zw
zvOW@eXxb%ZE}R$II?1lOZO1`-e~)!la|c@9#Pg}_qQ4_*IF_~UK_vOeQ{jO(h|h5Y
zy%N0k*3{A2oK)9GF*;&o&>3~`tIqD5R^fF#CAUzEzxm_BuE(g6E(x3@&+(PSqfX`Q
z^*1-lJ;CBUwR}XB{ZLc&eTY(9Gu7;)4Sg?K*UaBdXuaziYBd?g=$2B^rI@0*DzHC1
z@cn@l1&`|Nq4VktV~J4cGk|F>ota$)6lI3r7>v3}>$gr@<JvtS{SIwy2PS!95e4{{
zK{@K}?IO&I@T-FN3^OwuE=}M2JWWIgg55@{DpVk7C>52?x6RC2K8TJrza!}wGV4n$
zgfCOFn&WT2be$QG8Pmg4_3A&G4clKOaLTPgubkJ#qzIEC<G0#Wys1gu&ool}uihv6
zw;+VuGB0l_<|OoaX7bv>STwowA2?vh3t@+(Rp+2Ni93@*oh$3p`34zi=eo4y_FXVD
zH`ZmUaq{^f>PPZ&qdZB@XCF~;Q@$9f{9{M63<1_`JQCT*-X$FU($U6zq>&1Vzgob?
z;_fVfnW}7AtXhk$+s3ZqjD5MD%?>u(L8X%ZIA0nusqA%d(mx$($s+-&4K(!-=Ip>(
zcURo5_yD*0VvoRx!~s{m{iSF40v5>^C(iv9E^WNKP-#kwJ~B=6lD`XH*DJL|&}a36
zmMmyB0#1ju`FZbPePD3}QyKNrV1hVR5a&~xcU-m}JUHR7qp^a?pwO0FE7H%*8Rz1h
zFDolrX{8vL%f1a3X*&}(drUqjp;Vm3&YzqBtk~EO2{74&n%&vASRfz<FA=bZCd=qL
zfvb1~W##3cLBl%m@N}_Z_C?lQt0W)rAq5kEl)t>`N?=WDhYx7&)#Na|Vl*b#_TK*O
z`4Si}UjX@yf}iF|qs!u(+m>o7^AR;ftjl&oIPQ>^rqu3ki`!S<?5Fo3lJNu(l$=Ja
zSZ)-fYG!WB-al1I+7;Um@5ZlZN$817VXcGnwE(*45W)q-nlUVl60r2`9FZ<7sb>nn
ze~nAS{E~9=+2B<i&WV=X-5Kb0QU1+2nVnvk5rLmtwJDWyOHO~_MRpC^UYD0U0ICfA
z@eWI>$u06z5mW949d2=!4j)qyKRO!Sx0u*ah5SoOdPXfLreDf?q+I*E0&8pr`xZGl
zM#14?pS!y9f69Iy5pf7nxLwp7iIA{5$s1wAj%Z$$y@!%?epT8#9$8m>e>~8*$fy4x
zu&VuSv;D2;-MJfse&%fScw0j}Z=_$Q;mFVdjQD&BhQfYfO}d=m062<?cNCPQf;8Ok
zLlCZbz_t&Xjf~0ynX$06sKoT`6vh3sH*0#W<9ZzuXKO~TW7qEo<Fu_5AhKY+`W}+p
zptU#ngoxE(@=&-yhgRGvM=+>iLo1kq_A-GT_N+V1jK=DkN)Z$-+jHIziggI`3kr22
zBcpKhCUcuDr?Zq>QqqkG<YLu&?)g=B*vFXP_2q$m$YD=bbb`VUQF$Vi-^q;bHLIp`
z-~4vR+0l-hw!B_f_-h@HydQ;zq)u!EJXeN7v4L6%{wvOa<Xik^^l6zfNgIt)iEJ-E
zeJ=%8?~{|(^W9|E45fFDV_&`xGfGHNQ)DDGehun<?o)sL2v}f)1uinZ-@sDg_6tg?
zxPHb^Hm9_L4RK;YH=_9lb&eVSP|-y;J2@+M;F_S4GtyRLh&8g_Jk);27NDH)l!O7+
z(T$F(CuMU+`RBP>yI4NL;;4ms4Oxht-ZfD~@HLv2>|IQ+1Af+iLEz~-CTo4!Q_5eG
zA4=IqHYd|%jBj{wdW&sRm52p=piUSe(_^<Jq0C$u5Ifp6VUKi@`?*P7e)8|Z66)7p
zX0T(TD#CI_&2KYN(wwPCGJ?OM(@-6HH?6`Jagt{TnuGg<?zO(xCy8Ib+>cH`^|tM8
z2jTGcbF&>{Sapo;D}8~l8Qk?yXF-XFoZ_g>n}h%zi9_&q*C$K1^#gP~g?#sYa<RJM
zNp`%1m1o=r#L}<&m@$&iRpSvAO+F}+C70HDP^H;^rTQ{DdxF#;?r-uROh;Z<A11Ey
z>-hFc4vuh$it4R%u&D)yTJM~lZ*IEbz1_fYnHMBtQ+K^<eX6b>W=z9I_jjVQR`A1;
z5e3swL=zo9{Z0OKL=clMvcGE}V)?IO#5V(0zyO;7tB=3yY)pJnLIllRaMOiwOygtg
z;T}ifxMQ!&tsW=lugOtS_h@MavTs`Qn9k<>)!cL`SkHEaI*NWH%e~BPqv70hf|39g
zskAGW`qD@&CtOSIElsEMZ_bB<C4qE_Sy$`#ezW#r6Z3oEMP$D?ILH9~VrI<rmr`{X
z5$@O3<iNGqK0f~Ym38#yh2=aS*gA8coIH<<jN+t8WjosF{IcQi{8IvT-EPMsk1`a<
z>moJQ8T<_jLIfrk)K^dQ!|%^=Lwn_S(9CC0)6XeiZXUF)RIyzqa3k<J5hG}xOlK=9
zq0n?;&rcxx9NYB77#o>s<oqa`?oB97&m$(W!Xn-MGN6&ARQ{GNyNCn0(LZD^NNQ<_
zhF<^6KAQC^!d*Xyun^I`_`J7b_4bP}&9313m2$uNH@RRu=ehgty%2sW$&wa^Ym^e2
z`JW<e0%eFzQ7`YEM{@KcqIY>`lHt?2xr`^q#Wt&4^4wDZ_kzR4@0$q>PsbFV+}c25
zzV~zX^3(Yy=@v##vk^sfg_fr102;ROmHfs1XDYUT%q6jdXNgROWx}26he2(LT7}p!
z3jq*jjE(69l5sQGJK(Tm>sXov?Qg)g<>kSlgQTu5T2oVwz@n|=1WRX*h+k|w+Vy9C
z*(sJt-TI3#_Z3h1kWrehtMkixCf&QjJump5yOn9pIiAUSHzjsauYosG+KAV0p1d@}
zIsw!TiD<i}PIyX#BmqwsLBnbsfXra1A*rBmnm>-LX9sY$I#Ff!yDL|LxVzOAOr3^N
z1jBDQJ;~Ouj?>1br1D@u-#m8@w@2q(e_wSvIpW}xI(>E_lxJ=a2VIxh`twTHKKD4j
zEuPby_4&A`Ugb**Bnb|$yl{6rWkR`Y2lH!n`Df(jwY59KKS_W4x*mPdOvP?}@@y72
zKFB)>gY_BhjHb?J%wh_5O|c_sjQD6?I?n0b++rm(Dn&w4sAq2=9JX011YB`Ew`_j6
ziIdKWDT@d%-5-Bykk1w*v;CJnszukAH^=b+7x+TGbb}H2oE%2z@BJEPBmr5=md8Mp
zq#k*FBbh_bv1GFqydY}rY}4Z|HgrFvXWdI~+SpNq_3R8qi1lpclHYs%9%%P?j%#v7
zk?bC(1HCTF=+Td~xI%*fW<#u*pIrO)>AE=FJ*-`y64v4~i_e?!)MRKO;&<f&D9r2U
zTgd`|J1VTA<TF095+B@$IXPtsk>uw5=`qtId^WW5b~gcs?e$h2Xc$bN&CnSQiSRWa
zMn<H8d;$UW>6wM&==nQOUHOJj>3hs?jnB|FaC?u8<lftTqs3+3@F!2d_EYXi&XNQU
zb;`)dzMU(SUr?W(jii*qP8i!trSeQxu%{kz#3BlW7kTwc`@#h;MTS_fl%rpM`iQs=
z(@e2gJtX{<xTv=r{3d_MOHX0Dw9}hJI%s+`x*W$TOhR;^ymWJTWCRo3`qa#ZNci<6
z<l|IJ*z;|wn@SrBZxD#|WxZCrJ!m?@t%!9m(h&Gvzxns2*j5mcg#CL|m=sa|6J!tV
zlBp?F+pc3xyu9YY`V?S9-_~t9#uxHnmAdN<K2VhkVKgWV(ZExp?Ycd_yl)`}ue_yM
z_@Pa#pZ3eUKyjV?@W2t&{T-8&ZDw0cMZH!ZA`olu+2A>daVTEp&`8UJTFucP&r8G6
z#Z#ENR$i?152_i??4Km?=aMuv%Oiv+=$G@SZ#hqXB*^JY*d872fzF0}cRoE>5~el!
zj7+`4E;^maC3YE#(^l<vJk=vW>xCwlp@>|Ml1`yARg_5EYk!BkS6itZN0f&A{`>c5
z8{F(yV9(V<FTNY7ToRZ(ppG`Cj25GD58fU(>7u{6AL$9;uj6kEYTWsG2;`iuh(p&Z
z<smIY0*izh6sJ<&{dQu@u;x+)w85KS>W30c%0->7zKK6zgxoRCv(-$Ef!6AADit+O
z%x?;}w(`R=UMW)1<dL(n4ZYeyxSZW^eEsT1V63MS^`{aa4-BKpF?yF03K{BIYry`r
zT$if9eD!Rt8wA(UiM@oATojOgHOdXy!1oUH;`>WhJ6~HZm_F6c53Ed&u!MER=4^dd
zjTCMYOfA1U)7LE9e_UhJ%E14WAW_>m;m?;TG%z}Zaq>5+)}yuJvZJR}LK;CmhW=-9
zQrXi`sGJ}T%j2~m_?x!Xn~RLx55ClT<$K?NO+T{6DOJY=IvxsUE~N>_?s^P`1Wns<
z?qWa;?A|@=o8^*NARTs#`$oZ!x+x96U!zjOLBHNJ-36@Gfq|?4Qd%Hd#$MOCI2ERR
zt%OabxDi8L>o0vQ*GJiU&#llZDq<1@o$>C*!pQpW1)0dphJ;gD&SFzWCIK^$t!(&*
z-i*t)Q;LT*4r}zsyVUYy&tabL>(q71%cX&x(eR^q-pZu3lC<>r;<@%;Q0zsuvP#-?
z0!BlLVNS{^=GN`~v4jy3?Xd8h)W4!0#;={b=Y;E7U&)t4qo|XC4uN`Fj0rfSFU4Zx
z?UjDaAmypx3=A;?e=jNNA<NA>|5{+c14e$@0oZ&BXCg<Gq5kH@ks3Drp8^dcBh6bu
z;g1`~`DMzQus3E>sc`rA#8V&{@wDKsy<gTA)2hDY1ZGX62_jB{&)Bdfz`;I5)jmy$
z*S1dh!|fOO=VV+R3?VBw8PWpI;LT_}RH2)gsEPD0wI7-oVDgLf6sfsXG#g*f4iyT3
zR=7yH8!#2<own6awWcEl6f1c5pCkvY?PK5Vc~>vh_qUJs6@NAV(vx{qg)&=_Y1O}e
z&;Db^pZh2hU11Np4tPm<f;}_ndY|Jd=)SsNfqvgO?x`6%iPKo*Zl1J{@A(5u^YNT!
z9t6!r6SNc|k(8W*bl>jVY^FW)QKV9*YI;B$`_kgLI-%NExQf4LEB>^zqXUJEwV70>
z*4W^pp9+|xgG0X|1Y4tZHvD=}PE3t|Kk5tUF`VN1$#c-YQq^ztNjj!b2z_7E(l>ng
ztxFEW|GWSL1DLU~&cL%5`+bX#x!I(uy2V6VV7oLt2u4DWgTzVv0!zTRu^BEXjJAnP
zJX0t}g>+sxb##8~<kq)dr0BT%77b<LM|FOqgJNav3<b$cT*dG|))JsbsR**N@~CM{
zhlFQ7?g>xt!mQLVRC-Ib;Eg0S<E+tpmC?+3FCsA9Aa0~p_+w$-$(P3D$_=`l*OJ*-
zeE|+^P6f{BoEBG|dNHbcde0OUH9jCUf{z$I(r*_p5FbNW>A0QAW52t+yIAl*DpFyD
zcFwSY-uv>v?%T)^pSWx#IcNC?x_T)~f3~UI;Wh11Zzsg3+R?rGBCThf?t>47&!gSa
zI<JBg8(YX*%om=YB2k)_Y2Es5TiZJIDWf{g@<L+|aK}eg;|lRR|9Hs8CR(u<z;B|p
z&I9?#*xpUio~_yl|K8%U*m~o7!}qhou!aJCF{!XdAt2qC&!4D-jEX<luDY7v&2AXI
zq~zDoC!Ta)rKF&jD`oDMN$=6lf*GEArS<L^UY?@&j8TH57f`bv?RKLm?y#g=bM^Ui
zld|T9Ti09U31){fZi_}tP#bK2u`b{qgtoBq_3fxw1x^RmmYstNtdDVASzA2}0iC70
z67(w)D~(5-5wDZlFWc+ug)<>v4QM(PztGYEu1GtTYaxV7#U;LzKWbZ0Q3L|3hLLLK
zQ5W_5|HeRW!&LNiDA-I!`G+mDNl-{nS(S3AUQ%I4%PST660&q!K$P)WCd$S7y-@+H
z!>~GVu<sbzC~L`YP%!3zu?G|?Eb1e`_K}=9#?)k1QND?1EzcTfwpG1u=5ru1&V7MG
zrVKw%q^6)|;~IX)rJpDeXWx`{YGK8>RP0(q!Ldawe6x>wjs)sCRY)F+cvWtxp3|2q
zKDf4J=>>9?MeSF{IPAK#XMgfXeZ_8o)%eY|>1(GzP86%^HCYx0g+k_Agl$x}?Xq9G
zd~;2)i?#)LnzqNaJMuKWZAnyb@S=6KEQw5!Q-u55r6d+<eBi;BZI6A;n~+Dip_Q}3
z)yAcIYLGnh11-mpF>c%Z>N8H;(oN*x?~y4zS~lUa8ni2!%_~G%^$~hn_P57z$Fiz3
ztbMp^>#-{XwoeT&9`W?nJd;OA++LnF9d(%vG0VZ#1>~XA$9y}#yYLpqBk$M2YtlQ<
z?S*EqeJY;WHr1n`?-D)2!`otgXRzD!>jD8!(z(lZBRd56JtKZuxfYdW+2;_5flqB>
z#ZLa^UvE5|d?Dx(?s=n~^>}-2@&ENHn{(rs;eG-(ieF`@cjTqwQd*NdtaWy(CiIWa
z5*y71ZoZhlHZu^1vpPX)z@+47V2bcqcEj?B^&uJZ-8F&0$eiIWMQh0Bcq2#4xuI|4
zf-D|~tMK>YquaPy%LSSd_zoVzw}4NdtbmCDM+v$}$M66A!*WaS5TlfM9T-M)d`r4%
z&w3h1^3%V4NE2Fi&o)grIG|yXnIG4Al=7KE=PW>npZpe=!!%5P_DM4Xt*&=`9LM=2
zEQ)oGbQjD0E?`S?tjAlc&l)~Yg%`RpnRwe+JnM8j5tp1)-oU`*eeX?tApAh0r{YI=
ziqt;8K>7U#Ldx3OUlPp5q^%wx8LPXa>hb8y_IOc;HzTXxarqwzJaXp~D5Or-@IkDi
zaT1<9b~@>i*DHz2k=MZ;`~B=ug#B&@?ocBV9fF5fAOxMLG5@4v-S$TvYHFdQI)uK?
z?VZl&=X7_himMRRKV-m)97^P|Wu7XQ#U=SdJaM>I`PwlLrg#3T+IcIA&2~Y1jICE;
zD24C&K>P^cj;t_R11b5W>;G&v!KV!`dcyg-bMtWid^h!JldtqQn4M?=ov4YzTCrat
zzKXhB#o%kqc@rUYL%CZggauMgR<`EQK&egpvHA5VM+-<eOBdMH0a5A(B54k|rA!N7
zV;N13@`PWKdi|9Wth8gl@)Dx5j9v*?QJTG?MjZ8F=bmUZBq-$f%w43f40Ullf3XcD
z;Xm^pJqXRq-D<n&^E{UdlEg%6x1F#d&C3PntZcgO9ao=Et_w}5q@*la*-DJKq}rcz
z^IIgFXb6$C-cN8=>G91K85p<hriGv@m6JTci1S!>VJ`GmF0kX{O}JjK%fe1N?4pM!
zIQ#=wZZ4Ob(b!pqkL~1WM$i12cbKAZlr0-dZnEb9VbRqw&F@*n*{abK+4V#|veg-;
z#J%MvF0RS3ts9V$yBeJP+)fh*sN{@^eBj?cM@2EraeA7;S!oKtkD5o;U8@*PrhJO-
ze<JeimKgR~GB{k~#ksQ>TFdqFYhgE2nmJuQJgd?)ufL{q?ot#Kl-JbOwYnPq=giBH
zk55FS_b)QY;FC`yvfl-*)(LNRO$Zz~wpl=a!tD1}`iE;ZkA2e8qjGZ^$jm2`ngc`k
zd%hl&zsUI`n3lcLMBLXE<t`X5X7t3dhdFKfTg<E{aV;%9dXFla9lV&5zv|Wz(>U<f
zThQXz*^T{1Ul7aHHej~$Q9TNdo9~cK(^YS7R<={`a>e4l$zKtPAdT<>oCHaqtrmfY
zkOcQhNSibWxj?J-<|eVEyMKX))m!T@1*eCF<6D?+$a#^2ZXKP2W#lxlRbqa(HS6@3
zr+xjUmBZpwn}N8C%XcxHGL(<U$8S4({6Lnbl9QI^x<MYZy4}uOYW=LiG{)hI!Yu=>
z78a#=`qv~!h%lpjIvn_6lAM2!nGCj;(tPb7q<J_5Z{P>3K&OFg15Mr5>}Nb55d>1(
zr8{)L#>C^Sd8ZDsJC+5b>mJL#*cca(bHb>o_y|#S^QfcXsnxCVj){9uN!Ke|b87u*
zRvNQ;0nD!hb<U8Tz5NRk(Lj)VJ|KqW#@Gr7pm>;5PjA3hyxmcvle&u~q25x)=OiIi
zcE4lv6FkS229t03eiRbj>5Ae~k0=-$)ec>*b+52i2{9nNKZKavk>aN`{fxWqE8Bn7
zK1l~Mt*op(wKh)uk5Fhty_cpPMCeV@lqzIzdTcdjkDcil_zW$W;lI89Q8;^1G<OCX
z@JL=--qh?ORY+xM3*#w%Ym_4r$J|W%=~K9Oc15vPy$S33AmRPkU_aIkLut=SHY?4T
z4g9zJ9HQYrGDRai_n-mPA^Bq2_IM;xV-=1vSU3d#J~S4$75_beVM3+1Y50TX-;K~o
zM(nl$UH47vl?U;IN0Jmpm8BbW!IAOMPs1Os_A-q`5VlfUUvO<KG<3=O?hmdP6ck8w
z_fdr6lL99*1-MZ77?QjKN9=M^P6Knxn)M9QHKzmp7MTb3+wM7}^Isw(mBA34e_!{6
zgj!Scyb?fBU)n&&G}riI?X!h#Bn2d+uH_*QSsf83YL8Cm9BG)swtoPg+|N1qbXHN3
zq!V$JsFyBnPF}yNTSIA{2>A8P$Nzzsk<A-_FBGxh9Mzlmqn~R@uB?Rr_~G%NhT#It
zlanwKo9wz9;y9C%dyv5${+IVkd`N7@NqN6djuO=wFy3{v|K`ybx)THL9yza2zhIFu
z&40p!UXbjycw?3%EkN%Eg8(F!Tx+}(Oy3NqD*0Wm#lsSOj77%SiWmft#0@US$}$eR
z5yGbr))ylKZRS6VODQ+)c(Sv3XoB8Faq-oq;NZft)4~UuZnth@%2wUGLW%f%pHVPL
z-h&rTFOg~2JCX_t&!Y3)5eXyz(g^Mo8ZVbiQ^?PWvhsb`$;S#XB4Pa&BG<VzaMl^7
z2)_TkJFnR}uS`uP{%5AV(#&jh;Fk|9n-thQwE}mWguUDCwt3MB!KX{iuBt*^xEsd)
zxMKx%t%3efdvM3$0mMLY6YBQ2Q}*-ANHx@_fj>iT8;Os0ukM?oSAm0|)8h=S>j2w5
zc;@tgz;5|~ZRdm5si+ZagWGZ4K5rwxyuk~K0U)ksR#YeeLl$^gh<STcatf1x^Nn)l
zr5e}N&yGHlXD+SsSw{c9StIlmFzOAsa0ApE9}*6|HLI4rIcbut99{L)_5|P{WpUxx
z(GZ+1_EWF&0f(%(Ogmej&j!(s?@3=#k)zw;X1e{_M2qIZK^SnI<UetHIQwf_+v}!j
z9WHNO8HZCCZ8xy}LFv2N+f&8<c>4<cv9V8YPm2$99$Q~T;iij}Ubv{j2c6H&gfGuR
z%%(ke2qIL8J08ip0*9$mDA{!O4j$vj?prLg0qt|-*5azIRpm}zjh4m84e%ImS3Rx%
zFpxuvmsAU%_2gsuMt|ig5#DXa`KLU8dZo*h1&kj)oI;s$(tilh6|=Cf{t<YxwDDfc
zc!K-M8?9NIHP4kH=DOPj`+pf{?LPG&<IcP%;n|!}L&wfH!9&ZC^7_|LAa<$~YHj9_
zQrmzm0I>e|LVcM4%8LaYmhEQ-RqPEAXN^GbEsbXCV&MPeD?L?e-%~^z&pYY5Ob`E)
zRQRas+7SKy`^k=Ru^WmSne*h|NiE*|u(cn}6<24~w1T#@^krm`xih9Q`DJA<GBd*)
zdGAh>nF?ym>q~#&?qYV!-b3frwa4hgkvi~McL;q#95f(C8w5_Yz#Xj5weh-sjeEC*
zrL1Y6@I|NFza3v)3n}aCQ_8}xId4-|NPdz2^!=RQTS4a84P)!U+Qq^&jYTI61ATai
zj5ei58r6*(ns4_#2;qNLR#2^tn>X;=?NVs&-W2gnX|MLow3U>6@zcLgbtw~}8i5g&
ztq{l@mN(_w`TECpstOid7^svJ77I|b5YEhyo0G~KgK{l+QcGSnLdP@xyY*eH$^5fG
z<+#byGQyMIaGo^P?<5?ZH%-k_Iv8CIzKD#nldE9$XjXQ5_#0#|rd!S@0<LN8Tcty9
zOdqwBZ#3ocyy5X}*~A=^_vNl0(zdX4o@v>_-fi)Yd4DEbL&>;BoRxL|>vp3#+wA%X
z53>UN*i;qHWPff)3T9b!{yF>2L7LC&Ka@Of_gC$SK9pU|3A>V$8Fl>XBCqR1(v6jc
zj_1VG=F;Zo?Cu$y{d<pJo=Ea+`u84$y{?_^U1V*nD4s1v-5!g_zw;eaX8BcxZ+(PF
z#?80Bto&}R@}s0Aptd%7btmf3*d*>1Pbo1>()A_D+Wp)?#<kTra*DZ9G3#$$EyKSd
z&0`<!BA&}VCYU`XGMe~*UdBNSdEqnIU|&{*d>#K{7<%v3g&oWKV%$t7H*utjkFQDs
zTeishkPf3x<a^UZ^iIY#TNBF$7tA;6Q+!&pHF*D5Abl@W3ds}$Eu!Ru8KRMHXU*1G
zFeS#hi4sjAGkQsz^w0g>41*%a&rd_=Kfa5w13ggpBO`A#PuouFwpvOL27Os278g<_
zq$r+jI(hWrvC8fv5to^Ix$yEbcyv^a?VcOcx@L;naNzNFc+uaNuklZMzYF=<=r;rS
z&9AQr^Yr2(E%@OuNKr$aFO9Y>MfK>Eu>$v$3;wHMTrAuC_ALQxeshHO-KpEWuXF~d
zk~1Oue7{LaS368WbOFe>e%cIgJa70^;o#yZG~QkHFo1I2eV=Wm0_WDhM<h;tUB72`
z2_0C5UT3~b2>gh!wcy`O2Iy>Ern!e>!Si+2!;cHpbg5&tYwTB^$R*AV{6$*Z9%y|x
zGKqc6xFAa<;~|NqUL@B(z$*Weq>D+0?#6+p79;Wl(;+przLm7NQR2k$TVlSnh^-P*
zI{to%RR&>3zqvVwua!#q9UeDbm~Maj=(AwD88Pm;4VRL2_4d~G)JO(XO2|@oNxWF`
z3)d&9T)`tUZ3eFm$Me+W>T^IFLNKqd5G!pyhF+t?Fgm1amcLRzKW8x=TX0Tqv{>hP
zIEe_OEHaG0nQ7;K|3$KSFxY0KJ+!9-KK`KnX%TMbQ?KTr=xD+c8-;@6agZH~0}uWN
zyIwZmhtQ43u1tM76Sa-mbBixx<n1L&XKBP@WxgSiMpj7lkOyIGkbM#haHO{7nG<?3
zmgdVE?2_R{_V>6tYVS*Lnz)Bk>;Acue9}*<Q@`o)-T^p#=)=Epr&zzE(7>e9dA-?_
zg_T*SBK~V;$kJ{?^7GYhOWGuK%+t2t6vZ3(6HoJkdurZm#&wy3qNq3WpR!Azq|$=T
z9lLVXuOr?$!h{82Fcp##5!R69b!5$s3(6UNpAQV+HWhaw?t1M!?&MjkB?gXQ&r{<M
zzrONj^1b^Vb!q}A+U~zduJ=D{n&C`ce}-?D?1QhzEw;)w4o=*VLzYVxlz!*(IN!|o
zxMfKMlLADqDXA?-;(EDQG-qjgP%MIdOMAyAcsT$3j^|zi#{(Wou0$T%OpR-@TGXjA
z?7WQb_nBD#5!@degBU-kY#4Nm|GTQItHc-zc7re-op0)iVU%l|kdKL2(O*s2{=Jjc
zvV*gibw&<~5`%km%U3w(jb*G_3iPca^h1r#593%DncW*ncUcO)$Cf@$R=F{$p=SR@
zmaiDE?VMio8S#%mtiVQwI;^e7@m*1fb@)qu*joSsR_|BKj?zwMJ)4J+ZI)|v)|_S*
zUM%Upo*oj$xcR^c;RU}T9WaZE{0S9Jw*i33TC=1iyiXyc1_eDWhe8$G9i%{=Ws`8f
zaTNNSn1u03x^wA-vj#jLb5`aESGbb)|GO(yb#;Tv%1-spPG-tAGI;)Ct>S(R@R*~q
zXGcCK-2T!YB?I15|Evxq-p}^#%Hr~cJOy(ab2#N`U&X%Gk`d4QFFueKu6E{kbFT+e
zOA-$cwFPe$PXZ&hzH%|z`fD@abo=V$JaNmJOwN_Jjvg?D?)GeNJ<@SbH_|!wcn~W2
zb4b2^yn?XRuNb$4t9mHr?_Uo$4=@~<(D`|UYEh5D>pv|hTl;gB@#LUxa3bzAzalfQ
zwhR4ky*?A~h3dK(HM4sbZOqH^?FC?x-?1{?kem&ZVM4>eS^<)*&8C9M_UgPE=gziO
z;yLFYI$#7bwglYL_<L#1%0rVe<ynbc_uL1M9A7)Vn|@j?dZ-nDBml{%wRJr{-C^Mk
zb8l)PnYCEfR)yyro-}-M+e=NX*cG#INNc_S#zg%|gERVHC87!bdS73a;9xXyEiFt?
z1~09wuxK@w*bJLlVYmLw-q<sI@q*(2aP<~YRd-wW@ByV;8VTtJ3F#07q>=7U>5>km
zyE~;-8l<GVq@^1qrMvm|@p<n5zV~xD24^^6$T`2Y*P3h2xz=`g$%~-d2;cXEj2&ZS
z9-1Ca=r0IQd2ecHDc|<26lF&lEzE!wrZGt67w&jcrne5c>?GyccMxOPw+3EE7Gsr?
z6d<auw(tKq9QywOY)i;s;n_2iP(Fi|kBCi=?Jgi5c7)-JosynFT#{@%Q`(TK_JaAM
zdX3gT9N%rt&@|EjwAkD3v+N)*Z~1HbRan$2=8XRTNz^q_yq;>|D=+NAm+Nwl6s+kV
zJaeXt*74hVXHU3@MKnU-dCdpKdq1O(2C)1%(%7Y_P8$_3t$l9^wXny=(bZ|eg0HXT
zXc^MW>bpZ_DNNVQlR^>#jN=5P!-_F6SLpeIs2&!QK3xjUM44x|pn7|_f=y3mp)K!!
zH1tS3;d+P-D_0+>+4bqKrJ~)+^?kG-W7DF33kDK++`l~){DI&~MI;r_OFwmd!q~b#
z02q)ug_Lc&xcJ78vOXek6nu4duUsw3qEPb1fb`T+n_0B7xeM;MG7@{cgNX$eB);IT
zBL*d}>bu-PjpdNug8jXLIP0%*BCDT_B>X;jb;Be}t1gnH`dijdAv*Z(p(|9ISh{Uo
z9Mw<B$%)dnEQX2T-o?i|0W+;h@O)1AtP;%pX<4H!X3O2~3)@zkd=ndZc#l<`_mL+1
zHNnqX!U+Ywpd|U!KjA36O!n3{A<e3b$C-)lQ`+Mwd|&h7=)7h>Fg1U)*qjcJbqNex
z)U;3ZKe2*m?oJ_5|16;&?%t0Q!+GHvQ11|n>AAYQ8&Ghl6Mjo}gLjS=nZgFBA<19z
zEG+V10z}?-wNga_Au3p_AgJA<?NGdRC6x3r{=0V^UUYX?*hvJ)@tol^T4=Z4y$$tW
z#NXNz?3F{MjJPMaxSA-pTDPhyzks*8s$s+9%@b1o3uMUWA_do<J06k5V|${KG2C(J
znZUlq_xU~f>=g1~ZP5x7%HN&X%_~eV!BbBiR?y+nO$-l72+!7}P<j?6MWU{v5;~mu
zD%aRqQrDXj%DGtIP@-9>j~K$tqrdBrn;7!GT{rxhGKX(jGq8J0GY>ZRNJWrN$~i~i
z^{ckwLD<>DFrPmk2j{!VErX(zY?@5mUp~6nY(`%ZtpTNva~I9tacx>ny3OHJLdbpG
zZxvP5=*#5&wmb|u9B|dE7;eQYf{2$yk<iDjs;L<)=bLYM^Bp94jh|Yl(vzy^M`zB7
z`OI-@j+zYesvEE2aLb}nsQBd5#qa@BqM*Lt&FmE1-$M3PqZnd&vZ{l+U9<pKTq5_)
z$wM0e4oEz0_xhzAEm*igH;U3No)}mA9;v_!9~)~mxT(ppcrSb|`v0Z-pTbeZLvIfC
zn&8Dt)kI3waw^AO@FCaa6e%$2?VmD1K3B95)KRm3#L6)KP7BUw)9vP~nU-~`7A@Cz
z&cwSPu{!fAY3a33T%PFqznr-|ye|Cp4aa2KM7jkd4nMlPgm$j@J=VN4L4?2*R^a^-
zyN6)(p_q{`_5Z>1KPR$0SM)|Sf+D_IL)sX<N&Ty(=K}5aq%2}Eki)yZw-io{VW3mM
zj?PWb!F*<4Kp~?oR_w`tvb<K2eBx*AI)gE`x&6K|uLT}YY8r*G-f++badVpkf4(Tt
zY5ueb2c)W_;gAI496(zmVghjJCkxDR@*2^iS1&?(=}&k7QMv5nim34D8n#WxwPOO!
zqu?hx4IOk|P#d*US-D>nEFb;Oi(lRC2>&|2{`;#@SGNn`PD}RoUF%jq-S&zUtQiS0
ze=VJ8U+ffjMz!p|xhsWy6oF~R+`y&bi97-L)x<ROjTdq6&8DN{z-WyX*yk1oHn+_L
zHfCo0B1jm8^Sm^ZnJa8>6UBh6?C%E+4Ddl|r~e*MW*O;$p3xj#@!od<E#95>za_K4
z8uTFT9}6L%Oh1KKvn)l`DR@(X5-nG%24%2UUOTd=dDA>n2v9}K&|G$nv=YY`?91@W
zH6C5n<z}1AB1nbz8X39qU4M?hU7jYM+AUUm=PO}P(c9s(>?1FKM>;n5Kl%98pym%3
zZwXbdq<q#V5S>}~XAjuy(m^U<SMD<Q#vCA)C25#=pq`b#jn+Ty{gZKyFzYHvZo5HO
zx}9D3c(lvPgo2sjUdll(<t&`dj@AAgO)^@#5}SiH2A%*#yfdF5q-|C+Rk>>JWJ*05
zG+M-|vs;+hLmdew%L9W}$G;|8R~GBaKgGwh3vZDWFmoJVPIqxR6`0}VsOwk+&jXRC
zsw>H62NCs1^iil*zw4c6?RmJNoXwvv{{6fJFJI`?UP!s0oG{wc6rpwoi-$&yvrMI^
z^Eu=~nms=xf%CU?b0-V~QSR(P9x^Q3E!Ji|F|tfod6>xv3dJ@uU5-xpE#wQ=){)Cz
z)pMx8;<Sm{x%=uuIYmlpxf=?FE)STB58^?*CK2-|MYnj{`1;5oQ%Z<YN_7OnN$MS*
zdBTll=|UinGTyjvzxTq?QhfcY!q9Xx&Y3a5)LymGDBhdn5)y?j_P3+Tdgj<2*!vu8
z{_o4T7`Z};uKuPBM?=mI?8KkI9TR&{jz#Gk2p7P*q~3c_MrhbyY5sanw6eb!NPYjn
zXv}wOSn*xyCA}Ywvts)Eyms5vuUieAWGG!5Sq<G2BDOhhfhSt5>p14L^-7m~@R!xR
zWl_OJT5B|;16EDszv;7<mGPE1*QNxrmdau3c6Ln0cAECd&A#1j%waE#W+hh5E{3Z{
zj-^;=IT)90!C=xmZlBlfB?1ysY_9Ql>GisbNh1J!Qr}FEBI4t@+u}wmTW9OpwRxjV
ztp;wDe=IK#-sY(qyAmF^tRw)8Ok$kcN2|h%!*|awM87$->k#Aj5rY=^;!9N(`k>IF
z|0LN69*Ov~wBc|qW;H8I?YGoq1D$@i)_IszQpU%{=|?k^k60vmizRI3&c6Y<Q|T5%
zVXBfT^6lb~B4nbYClt+?2GA+BS|wAzxW0Nlc49TvUP)_SlD}#I`Qrsg@zcd0a3AVP
zJdF~*RFuE+@parG{wAW^jBaZB>ge(^AzzM_Rb54OQrr3Tvr595?$7P9#p5N<dHa59
z!O~g<?aot|IM`b(%`k5X!red5!Oq-0msoKbH0f=>4aN(=<C&c}T=bj-xW0TpJ!$cB
z+kUY9w!-PG{K(!BpCpp%VqqeAwV=CoegCr7u)R4$q4rf}B{?8vMXjSTrRF0q_JZ6F
z^(0HB+x0i3=-$&w#8_42-&U9l;5jjk=?TWF{6K=lsAl?gwbA=whqnKDZ!M!T4Kc|U
z3Wo8)0#jD)4r%#qK4OkwMV^(RzH*Cl5mV!V;rWhTWhoUB<j8ph4$<k5N}aQDEq`;N
znRy(KspU(|{xxj%R<@mur?xC^+rFfO4m9?#{@zJ}vwufrIMFYmT>k33x?x_nxhEr3
zj^b?(wADfat=9M#j<(rZmzM9hcj5O?0YuN&2EL=yOT4#Ivvd(+v)f}~g<r9lm=Fka
z-?6&0V>x*rw-4^_^g?bT`HvR>rziRkIiEyvw}l+;*L_JCZU1(#40{rAC5)s+Gs))J
zw`d&Ygduu@Z^Ylmidl6V$l`{^=6?LyU-GO=Y<4OaPASex=jGNbV*D?!prLe-itpQr
z9WCou9LZcis>P<IEN;2M0P5)V^#<afpA8sq9YEv=H0xkt=iPNgQfwunlMQ#`CZETG
z95FR=Jr99Y3Mq!1hdz5=m^u|Umd2pO=n69*7N!Mxx97*43*}CDdGVjz@NY(5mVPaJ
zU$K2o;p^*|_MsEg>!I6c!ReAfYA!tdPrz9O1r=(7-6u}%D;64x1q@zZQ?<n+<`s8-
zsZaMIOx;3x0=F0$?J?xg?2qc|YW{0_2aK(vpq`Qiy!BiNPM%m6wKRo)@LUsbTH104
z&>UWYDJ^1pc`i(Sc_!j5SsEQ5x~4%-;{DM*#@h<Xpza}-eNMEms`M`j&}KBwP|U=C
zCVG)w1oRq3G0t&3bgY-80g<94dU|4}Y-R>CLqK!yozu?$uV0G;Y^p=$CbNc9Aq`nH
zsV5=i<!CwgK|~g{IcH-oH-XsO&n}jwDJ2c!X7i^$f2AA>ZDamPeUN&<A4zsTe^SCZ
zuac2jgsW}PN3ws-&qr==UjiE@3jjA=w|ou9z+hQvwjl@P9*B@`HNNYx4A>)R-L~54
zPVlnLfu%=~m9-oSputpF|7Q9jdiz8t+(h98*crY_7y-nGV=G2b4Wfi=3v-ld(QeMs
z0l`w}FoxV){rh~#?aXio1$PEGX&Iivxr6aHW{vDRT*%8;U~wx|?dmOAl)+7+z_Lw$
z4y8N6D65V$s`&AR3pR-eR!`)gPo=(QZ5Eu;<9e+vhCE(W3URg8x{nW7JYFe}%;4Rn
z%~z1aVbgYnM&-}}m9+0C6F{p>M;d#usK;c8z%^!t%Y}PS&jo((RfL|-`9a)~*6)hW
zI8|+cD&w(ViD0tPCt^SESVt2V?yth2@WkAoJO$5X7aPbKspZ<Tn4qryBM#-NnPf0=
zS&=(YM%4cqjsId<5|loNONQn}D9=F4NcA0~jAhtj^!ULBdR(g%{$eSdL%@Vccj4BB
zuz)ifTcxsV>9Ddu@0C@9HbVLU%YC5XCn78y5>sw&yfT8Z(nBKik@P&*cp%6)&U+?4
zA#$}dSFG1!Vw3rO{dyVe(UCv4{d8ttj#6bvc=O;-J_KQ5jH_#pkSI~)qKO@l{8oN{
z>?WMx2pb)WK+z_~0?B_lHt+iCddt|&dW;GvA6aFJ80O}BKYRYc&U>+H+QABH)T=q3
zy`fP?r}Eh>;>j#9K#oehtK>!VhZm=K(WdN-BhEpjxuE%Vfav>-eiAGsg_uvto@l<}
ze8d^A)3Q62qaY*<8H5auWT_gtg9)n3o&dF!CzRn>)-R%dKR6|qK8G)S@1^35+P(VU
z)5b(d*c}pyhDGv55p>G2UUXo%yy|210O24)%M&|uRszGW%wRH!_is|SHK^hnx1uGA
zFv$ci*Wkw#`(zmsk)f$th7}BvwWPryIz4(S9_??{=4$CvUkmM_MRyY`Cu|9eTUT3+
z8w7Bo(9I%Wc+TTslLYKd6abeC$t@%F)c<bt5ufU4G2>^i9!~vGKJr#Gdwpb05b}|B
z?NHoKu4G|sPx^B!?Er)2e<Z@dbyYd2vnBtRlt{rQ#WT6D*=XQvoT!f+eJvhwcQ4`d
z;}!iuwhx1+A@{5D&U)Mk#@s?t{1;8p)V-~}HyPfN6PqIDqm(~6AnR{#J2cFfi-M%@
z_ZVL#Kcl8LHM{~%Kbw}Sc5!E3^kYb7Bm41nS_2?fsQ8{~_6IY%tk&{^y<RV#$7E!L
z2Lwn0?|q+evA9V<D}cHMzt&+2HkIO_bj)e1{_(K(bcKEMQ^%75EW%A%z90&^^V6bV
zIwmC2_xFsi@adPG!nxOu1LIfLI$(E6K2VebY!(O>R;YcReh!w+H@<v~QUpc-Jv}|R
zj!t*$VlnNoi*^Ifw)t7?PS~5Us64lgjhdq)`@nRlV=K&<lgQAygb2&*Yw2WY)Mo<j
zAyU5@t4o>jq~Kr_ORKA8JjmKQKRI;)M8XHcn)~b2xL`9kiT?bu;FnJR!g8dNQ$O{F
z7>tL5?Iy*Oo3}4`Q^l=q<haY}nil@hLtcyMVjb|_eOVEsD&n_&9x9*db#y2590-CO
zy04mrTW%jJe(!(#+>sE&2!Wgj@mVv^Qh`W_Rf={`NE;+|<F~?G!$XIBnN-jDd=RlB
zHdXZN0sP0(E1<&;3X%XH<U7mOca|)csY<^3(nI2#io1sjUmL#MC*1I>TCylQqea^2
zy>Zt`k9s8aMT5MYX(c1w6B;2J+Y4(gM;K022exA<7^gzfGnM}bl~X#y3$hm@$Ed{y
zJKK<s*Ia`~PobM0Ev-9PeBAIQ6LXy;jAz-t%d!Kji1*Qsph*{OXiCHJfq6TSl&l^V
zf@q581FnkfMq#z<>IkMW2=GJMk2_=dUc&<zn=1`G=EB<jxy(?-P&S}10?9Zk;1d=|
z(ozFJ8-wy^<0#5GWA$KR3qHF-_8Zx0u%8G3W|+O%WHeR<^|M24ph4^MWGQ`=p*aWV
zw`3*V4r6tf@P2jJD9J`zhE+^QCj?Nvex>5K5QwoKLc91-%R-XAFMre^%RV)Tr%WN;
zux*R1POh!p0XW!U6yy_l2oAnFST@nvx!>LOlziQU&BGbvz+Su7cBX=EZ^j)Ns3rI$
zV5nXaYpPs0?5p}2IR6g0c~2Z}oWDY8<vN$lKs536W0`iE64sfIs^%?S87#m%D9)bh
zt4$$vV}h^e=1%!=dqthQ{_Z(Q9LH;et%Kti1?0+=Yd^u&P1(pTy||fXKmw!C#{aWO
zCVuV?`S@$V#M$MLfd@-*UR2b}9vHobbBO-A3*bxW_&CwkwL6$ei)=yX-uK0<x#4r;
zYgmsD=(bln{sEDJyK&FS|1R;5(n_Iu6y^moyo}a<9G-gDxMi}A+k#gk(7vcxeau21
z<cf<$f-abp7#(BFhTce+3dyVdrfB?z$>-nFeQBX1fK`n2Cc}<rjT3A8V1lsuj$&+*
z@hOX?53dPQl+=JDMGfTmI0xtq`ITcIxtHernwr4=6d@ELAtr+@3$@aF6en{GTu`37
za^5u5UuHp{yrPCi=x|O;uJH^SX%Sr~WBJ1;#-ela5jQ;cWa+6?r86VLE0@*!*V0`+
zQqro+qaobOx7fu=LtxjIZGHhhFgTK&>h#8PauFTvUj`p_n>zvjB+~o$;*ydfAS|>h
z8thpi21Z4Oe(^Iw!dyk`_pat)Q8|)d-;0Mtuk%_v0p?;13&-?gkNnDdU*GNM(=mzd
zpMkI5$M+b)$J-r`k}*GPhq7KhRS>ww4xe$s{4W#gPAogzp8M84V)R+w7~)^3NzI3>
zx$XZ@ZfG$}g)@b}KDIt$Wc`jJSAcigs2oUSAsE6-{i3y8Mn|6|i3L(9ukW_{KC&S?
zqjfX{J-btEf&pj0{;RuSVFK`tk=<AX8ErM_!$9a0Z`p+0eyoTM^!Svc=Dq#US+<y3
zzxfRYBsik~Ee77f(Z9hJlZf%<?%RD%lEngW5Vz)K<?U4xn@9^6TDmrDQ{2B}w_;)!
zp?}9l4mdO2tRK84Li?a%qJ-E9pg@T=^@e!!txlm~U@5*7=vQ<7s-U!mwu1vxkkc?^
zGJtZ4o47Kq^>KQ(b2+SkAHSDsL$mdPu2Aj|BVSJ|U@|(570P<|o(CTV86r&1ShQvH
z%dfTYzYUKP<!Upyy4~c#$M0og&{tFQ{|K32<cxQB%g9CbwU+k>Rox1zVuk7U3wWa^
z-xn2a6L1Bu!_s5jQq#{qKeX=Ft)uSfTm(z(8^_))_dRBzuY{MQugs+)G09sLem|pF
zaO(t&&zIDQZyY?zPI!=)Yysld^Gd)vl8AhCv_h~Pmw*jNz#jz1nGS47xs-GRU%CjI
z?uWBA>>umV@#X(43lo<&S8C>()H1&uMUj_hz`<1oyPv?lCFx!NZQ4lt`+2vQS&12N
z!@t+&dtMrtm?eD%UqFQy6)F3q!DoO}Hph>k8aY}2=ScL9Z%yV)TZ?V^L6bL55{ogp
zwzmCZ4U)#qn0$Zu4Byubd(A%1l78J!mfpCv3DzATB~UL0Q?6I0+;10LZ#4!R&w0bf
z(~;daJ5oi3w1cc_fTfN7zvK%WI?dLaF!q|(;)DAzhKAE7Kcwvgma>CWa&al{(81NM
z2L(7=x7|=DV2Cy0;Y&b-G<JkaP|SCXF!91>ibQkTkWOvwb;qqQuh%Xf8twJ;V*Rj1
zU-PL)QLYn+4!$gJ0}!FI^oZcZN_zF1i$n$uvAP6$XU7u9QGefUh4;W9T}lJ;*NNn{
zA|!>?^Y*&63({l*>mrZ<7_mT#09Dpu4OGc<R9un`zr^CpHQ$lPAlIcI@XF=elziw&
zRS(m~DK740OQ;fNye@Z49_LEKJQB5`z4Qb2o3eyL4<_6Xmp{Q(<TIHaxzf()V<Az7
z%Ku6!ahZ~gVj_mrJ<&Vld|`{DJ7@MTquqSOQg8f8g&!SJ)#VPs9aKYf%%wru*}))R
z|4iy=hJ2J9d3ScS!vHuqn|Yr&aV<Fj%*4E)#Uo4^Y7q6y{i4DkOF$N0sy#vdp0)NZ
zqLMt0<aknPy3^^)k}FPd?e6~#3n8o4nGtanSpuGyu>JiFK+opaeZ~$0)+eAtDw<8W
zg??&5G5tXqzXUmmF4mTl#%($iQCV3`K>OuP>`>d?o{a9`lRoMkHUHk{XCMuqP0kYX
z&r!Sg=6AE)5Fv;d_r=?Xxoxg``qVA=J2bU-|1WFW#cR7JRP+Xy9?J7TUb~i;xfMND
zPobCv!+Ht6^D2}6Pch*6tBz4oE5|49FM@-=YM!(gs;2G_qF|iyB(`u!Jcx^omccPr
zS2dtVjpf-yy&Hu*cGN#rf9wr*P*w|8$O-zV>M*z$C6UH)C)Udj$a!xW*Cno<w!R&2
zuL~P>9a(t&@WKmE=BsCI<qc6CGy`1}m(j?9Ea1UHqR1o0EWlP4mLneVCLl};TphW(
zU1nOX><$=z__~88@nuq=rRr%foD#)_j1q%?d&rjlY{=zulLR>YaaoE12f$rw9P@Lk
zWHDHi8+EgiXtqfh`H{tihuq`~=+F#LH=UVucoe}$^sUVHV{&pjc&O_;I}Ch&Yd}eP
z!Q^%3DVsqsy;^Iw%tJut^&MLVPr>fC+XY(ip&0=f)&k2}QF^uij|wUP$eP$}^-tT|
zug4T|tbmlobZ<{<HcSj`X*CmTdLsr_$MU~_ZLX$bm#@UdAcY*Sb#Pwnf#+?wQ<drV
z{`k<%Xv}2H;R|j&O}F6$+1L8L@uj%hbb^<74=gZ18(+Iz(;qYV5?q{i%1Y90%yzrB
zUm}uVPRw4c@L68pA3G6YOq)Z@nW@{bRXxkcyVK!HlJw>h1)oIR;s2KpfZ>J6*`xk@
z#Yb-`Z~C%jPYmGXJaTsIO(VB!pP!X^Eq#l%@(0OA6<BHhqP{ASQ~;YUS*W(PHlQmu
z&^f|HFD3s0NnR~WJdF$gJ?^#S^d`Anda&PImD)1)4sHOc&_Cti^3bT}xCLwb_knr$
zZz|j<sj1URb%dk2;x)UT#UIR14t*;~ScQaf9V*FzNz9->*lDaz-Q2An7}i9&*2<rl
z+n)|~iuGcOmUFlDH>`IHRacJ~US=`v%_W8!_YT9pgE4SeNCI&p6wPu2gCX>i)G*T<
zlzN#d4YJQUIUC*LdnEtFNmVVhEByBUe&ukB9$H3tG{JgedFcL`-QDMvJJFn8$Fszs
zp_Bl2Qa^uS1^H~|93)}QDg=R~jP|o_SulP07h|#E^c%eF=noBS?iYA?$U3rj6?vEq
zLm#0B@Gz&TDJf9<aryo-va|8frqee&11x*eUHgAMqH(Iek6_dwYjUmI=jNSpYKZx8
z0_aajK06$@-`?wYCrVW-mX^2Qy}>YA@3Z@?_Er2XCE+4ae7%mw(3|ddX#^g&!CcH2
zIFPrZ-{RfVxnpVLC!!Pv$adqq7r&eR(mfR?Y%kTf5qIFP)oaW)KQ`j}6vPMw^1v|P
zK~YQ6=3^(QKC&IHpiWyEVuMi88V8g-N%TE+6XrduaXz4F05!8^`&uH8wE9x`W5!%H
z<Rb=rONdX4U@6JS!IfKM&bKruL;$#3s1iE;&Pyz>7AN`PLnM#eOVIG9gR&7iYG5H|
zW(qU@-5rDmWhn*z`#Av<l`QeZvfA#;`fr(7>)2sDasV@~hMeEuE|UsnuI_g{N7{$$
zrTW9`REX2kLJDp|#!kv<X~AM``i=z@86dcQN`GFYh^SF%#)>BhJ-=1tuO`tzxArr)
zSG-#lv9iJ~ddx!1QVYxFaJXy9yGZeC=^GW57ZQ<S?M}dss9l?Hywp^~PF-swARjxj
z`|5VIS^K2~HAp!|$w0(ciD`knb9ZNUIS>f6nU|*k98p<Wlq*y3Kion|X~makjTa_H
zlU16~Qlp$oox&re=8PIQ_D$83?Q+xbou+X&48H?IH38J%Zv2kpRysQ8TP3_@A`$i*
zjjmc|dRpZAlyoG((}hHwfg7SKzkS<X-Df`VB%%KC{^DJUUNc5C^RC-*0WUXN_qSKK
z_K(fR)RJcNK^V~;;~1`=0lftSqf;U({a?2f)8!C%|CQS;8gMI<ZgE;KcdfA1*Zg5(
z622#NNqz{ttWH{QNtqY#rAS>A^yOUA{y|dSQb`ys)MfQOp=Ws+TOv;}NnEWkNH37}
zL=6VwLw^@5Ze0o}y;{?XWw*PSR#-?yxi!kBi!K#Utc_7?U0Ip#lbCe%PeJg4I=Y!+
zy_LNGBf+Mfflps_tuOpAT*K`QZjWvj0aD+3%bY?ueCkN==Gl-N_iy;f^DdDz0yFC<
zkERp_C+BvhsSMH7qchH=D%#PhF`JANQ0yFwZA;$%;KBg$ldtw0w3@*QC&VV|xH)5A
z?2ZLn%Jf3ck=`h@B066p-8Nd3+VSKzy;&()6MuCPVI23N`FK-J;BNG(;jO|5T}Qma
zeMI9Sap3W~Moi#?T286Bs;VGG$GzBF^5+gGpszba1UtP`s?8ZOr)H;rTY->>BJS_a
z%4fPepML*q`VSV_GEyjIo&$hrOdf_bq(yyOKpTYifP+F!;8LtcRj)FlOi?es1$moN
z^hQ^6qxsr+9``B&A0JWz!5`1@m<WPH5QR&$lOqmW_^CvU=Kqy^#oP`OBi(K)WyE?b
zz%DK7dgCR)gGkbVA*;Iv!6*7&T;T4dbjKTK`rJHNXlmlZr-6aM-*k5_t5QNS%4}Rz
zfBZUNc}sqM2gdjhV1Yoam)C;9O9Jq38HSy?6~7~gEUY<!LbjMwD-pdL1obXxZ=r8B
z(SL-yjP8t^=3XzrF9M6OxZRfIl?;R_WGY8ASYFj&0<#CAF3y}<fXmcp;PA}k`*7z;
z_iU>`Pr=CPn9F4P_lob=awF-Y(CyXk?zj7k&90H{YtxTyw`2!xg04|`B*AH^Y|UhV
z&3I{>%C9r-@)jY=zr322frzo9a+?+mzt}4_O8>yP;Rc{4i~Io_Bt65IME0_c_%%0{
zZajctHC3KD?5?-;5C#`YlP}mWz5sa|`F}bbnrQD^1>@liUsl+Aj~;ffjB_~9-$_#F
zZFfJ`Dmf?>kIh(MlK4X*t|Z<+oeq^huxixW47NoJlZw25k47UK(S16i`>E|UEA#;=
z2+KVqiS5ft;8vlOOAp7!Z2*~UUCbSQyvChJSr?X4t0k3voDs1y&Hn5N=}nW}Q=?ag
zA*X0>X<hMHsN%FOEy=-@85ZFVtH~pnxdZb6%FrnkMC7&Z%(Li`R=$tV&7k+BaG7kC
z$wm;b)^jW1;;I6k;Z}cSa+-V1z!BYLf1nG@AB_Hq+@9w~&65Coq_rj57BiKn@`<6-
zCkKIO8s|IK0EhxDP3^dW;pvU1)?EuYmlub^{x<XM_Inya0s=a0UT!$HE$(zbTwNDn
z*TlrmqDdM#u<*W#)TMw=axYFz8-a|>6&i13tjm$}wj|_yK|}q32mzc3Gavk`>S8KF
zNDKkzYx`&OU|A*M&sIt(c#`H-{K%Hq2!<dfEr&C|@5c2Df;y_A!&jglJpbb`tI}<&
z*~V?Hvi})XwGGhopq(^eyfN-?!5YptV5i`#Y^LSN#zP~Kw@zofgkcE@)l5cK>%dfb
zEb=&Qf1UOGU2%Em-S6NE`eSXLuNhzyZz{9Lm9X1GL8L|tJJKl?OOiARhr5!(&j!=T
z-{RJ~DlGL>CJZgZkEpnjxHCSsj5P30Iik6RoGcF^r=%YNM#|yfe9_=VD*=DvBs#!t
z>d5-D;R9M(dMczQ&8Z&>c5=7R;W>YCcP#E_-@3F6+#`+THz7f`OGCTO{g>AkpbjD6
zfe*xm0p%|zMN2iD(N^*8&N=)ZV6Dhng#G+PnR_DlKhb7qbf6gUf6UgbQZdx!{g*qD
zzFvMTRQsJ<QP$Kw&0m~>xk2Km=M(!+=M3wR2Ib9GH}=dn&hnj!<4d-N>T1`3$XRjY
zBO_yV)MqSg0FZOZl}Xa%rNV$2CsC!lHvHy@F$@CxG8h1GGwuh|j)=;NiYOSa_|}VQ
zQH!2cF>y)|b#+=QDlwzGdJTaJ1A&ap$z0<(IMO0Xg>vqdPr)tSGOY5Z4qU0K7JpWX
zk1b9=cr?Sjjow@z5#|7tEJ`9WxYHG-tUeb5k2$UDIdR&*yvtPn#Ln?S@O<SiW!Caw
zp!mbS`iBpK7xy2CE|>Y$K)Q-g^hQ_IeInNTnT9CRgP4gQ20}nIqi#>M0UB&zXR&u!
z9g-}Sl40%GKLrC$IT~QP0`%SEAEs$mT5hMMl)7A0j8K!xXClFeD$4(!O458j%V$?<
zLFm!R>-w4*m}YdG-X1q)LKVp*qwGpqQ&SRT6h^F0@${eL)#h~Q#614T>&D`5bI^&N
zCxl#&IUN~JN$)Z9f5fO#TluFbGP>=C${bxO3mfhy-?II=Y0q6BeRTTpLDVgUwW@lA
zoPpupcx_S8aNG2CHYkoPcb~+qO@R@8p0mrBLSBUwcpL>TQGg>U<X#UI%pHPOx|4gE
zW*ra@x$85i7wS+oxBt_9SV^F_oX710Uu4dkM!hR{ZK-DmvOcg91i;W9b{Nd+-xK%>
z3!0un`UL*wCv@>*-SOS7d_cpMvJphgG;%**_Vy)cXfP#6oI%52%?LSqsXsQh2P<6t
zD=lO9S^oRe7$qP0ojI?JFMUv0zJWH$+_EIM@29a`ff8uB{%SR3LhN&6A&1VS05ioY
z@T^D4r7Mj!dtw5(Tl!<Ube{d_0b%~Q!%6*xP+7d{rChDyRu)qPG2RfYy9rm`Sjg@-
z4{-mXn&BN_<M*TnI?8lYXHLxF{rsC8u1%ZSygh^k9%f8@f=oKradw(-=E$HUEu{Dw
zBI2gZcbxe6$YrII<UrYMbjj>EUN;AA?O3bt)1IjPD9=NZL5dlhmA{OhdnJI#==%Du
zpc!l%9IT9bzH!ms%kKc@F#y)XBI#yPRiEyhm{0}Ct3P<qWi@KPK19J&MU`(!;Nv(6
z^T=z!dO}`uegyoE<Muny1x164%*VbF+qaD905>C((L6H9cVHHG?Pscz^UnCO(N?q&
zJJLvV1q@k}XX(=&>-6kwgtA5#%p~t76xT&wEx_^g{y&bVhdmpRmesZ<SZ|%q4<-qV
z)eo^r{HacKMtUoA>^Z8e9FM$qpUI+S`q7O@j#c&{>v<d?3!Gd<+q=59Pfpx|<o9?u
zXN7%q&fV|kyy{D3<7&O~)Q#6YPfI^guDi9vfb(_fS`CcjYGsNI5f%?&@kkRqWJaxu
z6veX%sU{31J~jMaFQd5dvbQ8%ef4C}<MalRqw;@&{QT8zC`vf;9<yM8RosD?zX(EP
zI7SOu3+gIqjvqEy$^pD?%!V~!HmpjfR8GKgk~z+A%%bbl6W*(f#y5Qfe8E7fvtMpD
zrfQh|J3zxc_8g5zSM}@>&hj({kN}qAV2<GW%lKsN6)CGZ_g}^z>8(PmWS14i=ma;c
zZu6U!u5f~WS>pJvuiw7)Rw=j`?x!`V&6@+_Wu&zp=D(0$`irSm%M}W%kW&M&CcObf
z%4hZRVX!u<4B(AM7jq-f@%`RRpnTDWP5D-0J*lB{6@TRuVEDzBg$zM1101nNZ=tYK
zPH9Q6Du>&Xj8_TjzsRZjo>Nn+N=gqH;&|Tt#|zMtC8*gqEQG+#jgLyY0EE__)pi8h
z3JV*?f9Rq#yQ_*aAU}2cA+(6w*gSzpkLUu^EZczmlb0vHoMUYL3>zH1Y1qC9(n_Uv
z5&KAvcHIk5I^ltJn3yNUKbS1z1sH={>tG(JE<dA#yjY-ox=Kp!H$k@?m09%CLj}xl
zg_&{^UGs9ccP<8sTg#<D2_u~vd<EeT?}O)e373(uR(-B)-XODNj?4Ht*Y1NE9E0J7
zS1FECtYAbCTnB^wUxenI0VZI{(kG6FrccG*RuU3L@_(O8D(9e@U*Gs03Vii`jPYh5
zuKaJKm^yA&t#V*TCiXI=3p%V=^+Vw>d=b>~X=R(6qPHcV8uYEOxSiJsQ`t?c?gt^Y
z#~&-Vy8??y&qG)<!7jJx$vqDdly>q-!$NdK6PJ1eBmF!qMyC?n|BmHBkCU|(jC$3;
zK4W-t+kEn6l0o3C&5g<37$qy#AnRAw|F)S^P67pxW{;pXdvWAK+Qld^z^F6Ha^<+)
z2nsDON%Y@5XpPEP4R*F-rP6}|8DLC>pp*V=2SzrB`KH(=sdP!$ND0BJ;xPNBJ5*?S
zRf_e8DpHImigu$lSERz~tX=oMpXM~=2t01YDb%o|SoB1i=u-QF1TQ=6+`Pt2!1cnK
zroKCb;%+BjvmK`I6jNSi>3>)HgB;EPglA0R-^_f-voW9#G}@av0CxwnfWf>ADpO-%
z(@IECA?H-_kEP5#9`#?xnwq`TFQ2r8R!_`?gfHGebnd1dyj=M^L2Ps>pTz_XJB{l}
zeS6hntmh;V0FT?>?o(pncKcC^{U(5Y(#+<x`TA!j2P!DN!5CZMrYh&A;~u>F27cpT
zUu;u&$dgdMXm0zm+H`S5D}akM%1q4?U(lp2N6+NFvbtE^oP7gs6_!Fn^Qf;sVP`6s
zRrdhPk2yb=L;VP&t2zswBLrh?IE=JK|Ck==lA?P^YCbUg*2%Pegu!yVPFx1bcy(?3
z_^=&Mh!bmi@rqsoH99DpY|B7jSAgVl;qui~*{WY60Bx;P-tiHDi-#nJP4{Sa%+4ag
zKf%whz{mFQUFqqws^Bswsl_>LGw1zdul&0v*Ekjz;M1n-In;#@0Mxm<_T+~i=Th<t
zBuWPce2N8>0o3XhS1ZVS#eS!9L;^7|9%BUs@K=OZK~Me4&K1q!8%W#K+96w?9TSwP
z0h7quwT0^{W=MR2S096;@;TqYyLPMVlR>TVzzuV8hyYD)sYzhov=31@UoETayI`G2
zadANL99%Y<`*UOepzx@-e~B%w5OphPDolN+rx$+c%M$?#BG?`l3|3qOfK$c9hZie1
z{v56E8-tj%JGxR$gCzZkNE+9)N#&gUfltU~<m(a|;^w=D2ks?q*vy6dl8mg7-?ir>
zsPzqeGCm?sRzkXo0VMqLhC80q!1h1La7#6Rem#xw^3RWUz&u6H*0DZ6wXNAtrvvWA
zxOk^ZSA8yY;yw}MJQ&b*8FYov3EciHKt$yf^s%h@Flw<-nvnEm-SUsKo5kv-+hcQT
z91eDluMUC2h1vQ_J259GXD*N$P{~Lm74sTbdy26!rv=5FWhp3fGBSPv>8r_JPe*y;
zV<x}Cs(%5$J!mIE?T$?$@b6Mw#KanIsGPE%cSmL$`?NjK(ONaoPv3cDs0e=1F7WF;
z%)|wi3$+4)B|RZtIj9dYYDD^U`kJEl6R4+2pp}BUFPV8l9Wy1FUxVRV5O0H>i-do-
zu+YtIBwx0(wvzUqG2VWtX9j>&;B=WDdhm`O8ky!Mzs6(WEeNA42sDtEvo=UO69dOd
zKVhVV*XcgF*ZoE*pj$Fnbnjx5d*SH!`q!2ejFrdKa3+&ij@L(w9sAsz9Z~Q|!b`yJ
zg~-e0v{3%TTcWbEVFLcS2fU=(SJV2*AHmoO^YyFjct6%aFjeo7NBTV6r(L;{RdP-!
zRxkxq;K}lD?~ou^VXu}Q9`tNoG+Y&eS5?n#Q#pv)#(Y^x1;PG<cBxR7i&k@%&V~6Y
zqw_E@PQ6OOhYrFgw)1LZdVQN?3L|+xEj;c<2{bDeOslv$q<kXIoQ=I!4u5f--e0y1
zOOb;wleG0QD~!xX060$oL@Lp8$3~gKOqH_ZTya*#ib~7|L54y9_-Lmku2<Y`$?tgu
zlr`AqyB{wA(Y^#4h6%B@k;FjiP+}2VJzk+ZdxWWyEXvy!>Hl^KOpjL*;NZ<(O4ZtJ
zWyuQIk7$4?n4n+N+^~>^1#7FDn*4mC+lPUkrRE|BFjlCe^J{yWmAErVe6@C70w`%!
zC_$QCN!CNTy*^!?7;>*IXd{8idC1@;g<vxx5V?5lUm#px<JtqL4D3q;yzE4-3$a(_
z$Hyc0sYjD;h_bR``LbDAWhnv;v@{9_NOxqOmn5X(4Hph~jm;)99xno@oDo&SICnze
z#P@J9J=?>YNjxv<xKylF=6S>Ro78Y{Vra&tVCgXt^KFMNGB2ZFTOeW1m~i!<Hn6aA
zHO8ktmvu4Ea?e^uOGs?cs1?ZOUeb_NRHViW|J3e3$L4I|$>%JY&@i`+i5ld-o=N@F
z`;nnR=KX~W-faE0DAwKB0x;8Qu{3Psu<5z@x$M`*r&%U8qOQI$ZIP~Rbb+<E^ukCj
z4)w8moR!L6dheKwH3`Pv#X@csx6g^1vgQuqP$pS^RA6u~oxK+mwT8Jllgjf{vl6<y
zVl8X%cqeu-n}Eh&`h-yp=jeLN7Z^djH(1_cJ{7^F*!6v^OLZ`A3=2G<{p@`!R%^qE
zOI|x9nL(4J?jg{f|B73gu)<-ar#EFD+;D1&6e*Uc$aZ=zlj70oWfY-xb19SDn2%Qq
zei9jZ013Vm>pmiEvWt!GfHO&r$t;~eeg8m*ugf`X<^e8;-l_5au7xUD-<Q$!FzJ-s
zowZPpzhSjj4b|$E{K3i7)%vck?fS>8%7qUj$xWwI1&+y-h<+~+{YH(v8n^8p8oXd|
zTaa<+-1085br#H;7EEgp!My>liP;2sY6nW-?LhyM=ccKJL4WE6qUaNlHw>5VRDW+K
zy|mTg*7I<nsH~(A6UW@G5-xFx_okh_px~N!jk8(qR`XQMG_0Y&(Wo+-AD>K<;I`7P
zDw&KH*C>7QUB|~ag#Yk{l|!!)v9#9k$-1w8#^7^1=GD}q;T)^v1bD%uQ7<Na&9*ie
zLW(x=FUcFe8ypq}{0)OV3{r7@{q&|A-$d0)=-SLq4Qh4?Ilqvo>y2d(XT~es5Uf@N
zDAD`41{AKY&oXY0^QMyf=iRz;&q>CKiHN}cnc6oRN+bEbm7J%-usy>T>T^GyD&&n?
zs!b+{Gh=p%X@$Ga3f^gNT#AKJM}uIhy{!Ud&jn*JdF%9eueEQGvD09b-QIxaP4M?3
ztLX$hchZaFyF?xL_pKh>`k1@r`CU@dRhkFv0f@-K)GZG#f+(AM%&zouQwNJ&b0L`X
zz^iOT2>}x@LY2CvWi&VU$L6GzK_3ztBfhA;(-_`JK92`4P1$#j+{8on#|R>|l(bT3
zTbh}SBI#@!+zGgsPUxFG3d4?Q3~m<l8a#Fdeq36}U6xG!`)si|%!iSMZr*X)@?mB2
zQCGU3l1fDGGP%-=KGlu!K+oR42|K*F>q>5HU613!=B=9~bWEn^d{(N~eapdWeo}Ml
zb~jeNy;PdGKwV=2+%KD#-3<{W6V$o4B<apHGK_dnj<jb-D7w@v#<*;jI$6W3G#kEQ
zX37tR7?Py=Y!Qqv$Xpvut3&SeuX~~2r350{d}7mR$;%UI!j_Q5mG_@e8d_4Ae=thj
zVr^PQRzb$KyL3-09v?|=EWztE8plEo-e7t2H~PSlk`I_chW^lKZo{Gw9*fS%<>S1V
zgoHqR8DC-v6I-erCOTdc74jmrb?v@MxHql#zPNQIe(d^8Anot+b5EtSO6PDJ8Fd+=
zMWcyrGbu_&F5Q4hWIy|W+XMZ+{klkt(T@nN!d=QEcOR*wm{R!RGUZW&5ql5gN2cu`
z&ng|0$vN4CADa@b$_bfV34`q$z3-Z9LlPNLG+TY}K_m~~!t!T(I0`s8NHoacJe@7k
z)$STMb#J;HHg!yXHVOL)Q@ifKv@>Y2M87pWm*P2ukns3yC%$J=9V6HKHoya+_4ZEW
zZ0$}K^J&gfiP{tMtkmvQb2FHCsvG9rVX)vG_fD01A_W(uy*u`~pNpIO>5psUf)VaB
zV)zgo|C^;i921Q(E!(bjxlhyFEJuxTgQcLKVQKxdjQJQ3W7-}@<v#8_VY4)&)2lJN
z#UB(0^)>+ureZZ!?A%hJG!26xT5N1u3kP$DBq#_v93Nhi`FzhX&l2J`y7k&mL}_q5
zv0h4d=M4>IzV&Gm%`xb)!gts|KXv!+>83Ey0}sgp??LBBrn3C|@G-hFD|xZoi%_OJ
zkLCqaM6{KftdXjGFW#t+@r_&pKl{3JQYP2ZN(){RaC#jLZ^$+q!mtXulJ3t__vtEy
ze|YFx61XWpq$D-sXE$V0IC=qTO@8e7Kv*Z{{OE@{RJ)aUyfrS6RNmKXb~;-9mZ2zm
zr=ye`jsLgMu-IjdSEUsV#5ciPA=MWnRI3tCnumA3HnHk=v<<3VK%uKL4chM|1iX{;
zy5~H0`W*WIX15a`a77dDp+N8<4!>n!*yU|=U$;%qpsrdtHev{-_CMd1bB$H(2M2v^
z5vx|l^gCWbO<7a3+a25Ucq~{w^fkW-#6>l+x?8VHLYq9@hJV(2S){i4pkmIXInj2i
z*14u|Y-lct$%;s~^nKT#pOHEZFA(L%PFe3{qe)AjJLhU2)GCpBT|KvLcuxS#KDHI>
zh(q!7`@LqDqlGmZznOlGT<n{Ex67uRKc<$Vpe;(6v~sC%G$l7RWr<(|MMKWK>nLi$
zXC9H0NY#IuT(mTx@N?6`5D4kEjA+_Pey<wd`I<p_mkT{E8wRt%BtafxJx(HA-5+4E
zPn}_+F!BX6v)TbWc!vT0AmxCJ@$-xKbW0pnrMD-c)zscf4Pk4gXEI5ogm`q;*R#WH
z`DNwtm+9y1>Lk1)ttTj#%YqVKStuPyT1Wksn?3>{0j7P|ZQTDZg>5W3W@35`4}tH#
zjBAM7#zzbQH_(4kq3FA@=rEKzc$S+cQf_#tR|F!mxx}`#Z-ljX3q`^@Dy;qU>IOcI
zW9Lxz(J_L$VI^nw=^ZxKbE}neLVTxN68)ptt4mA@@vjD}+|LPo)ztD9^s%&}_U8wG
zvxr#0nhk076hF4S1HVYguPHU@E_ci7Us~B66N{v47v~sCdteo&w*E>YsY1VQ(r5@1
zo*>6^eL#AlcTak`uGqJfW$N&JDr`MFNZtHf*$5V++kLYGc`I**?xjVh;;SdVGr?+v
z4fiOboc)8WThYRG)qCY$#OSOf{8a2<14z@|otSLl58s3NUX!swzLfKeji&{WW&9CC
z=^pP$jfPQTQ?s6GlYXuxUtdBDK{t5aMlS0oy<6F-ZKZX-BGx6Jup%)t7&!%%nv&J4
z%sDEDEcjC926Ur94HnyHsU6hy8-?}KJ0syP^Nv~hv1DP(Vsi0uI%V|6xna=K;fxQB
z)b8~G`+q9<nwV1h-vZ7YG_kW$J@UBOOIA19>dQA#6pi(XQ8e82vJr%AKh3;6*BtV!
z5%d+hwU2A*Jnb%%bF^GhcnzB7l=Ba*`503h#tut35gx<CAuX@~VC9EZFy{=LP})7d
z?_Fgk@byG=b)~@bM~!-UpYMCnWHE}e1l-UwRE=>7mMKPSf<v=A$*)o4fiOGkiS)F?
zc|Q$6OdI##s~nQj?5`{ZZySm&?E+pPj#1zsJ58Ulx*yCUz12M%%fQ8*ovAHN*xPHi
zUTO+HapXo0^iwNkGBK?&YWs*vqacJ^JUMFcDkO#q1aVN#J344}k0Ob$KO6UX{o(au
z5L%;Vvl&9R&ky*z!C;BvT&FFQA0Mp5qYp~^f67`o4k0?$Ca#^r?JQPDE);x6BvpX;
zi%_}}iauq&VGcGd`tZ6K*HDKxujH4wQm(-Caz`u`)s%`Y{AYcyq@R;wt*z4s`G@pI
ztA}Gx{SATX>E46W!yi7ImClt=uEQPM<K%q$Ps8uH7OZ)5kRS!FuiR|2E(pn*eO1FB
zb?o9TH~MLNoIqYpJv}yYcwoqAst6d;>&A`W8ZEceE|e#fl&(r)rOZfK6GRufcSajb
z+A<sszocE==CWRpv;3BL<(9Wl!1+GsoyNhl0C-2ao<uLDGwMM`HMU{{7WG11*<}s3
zks@j-dG_PEL45mp-AB`@`Q*?`nbZs?d5o5OTgv49MlxJ_N^JS9c-`u+$PJo`4H1S&
zc@#f<MPlC2;h1&yES6|!_NCSEJ2ZHGAC#TJ*YebBPLIjT_8|GQKM13taYr6Mekk%4
zb3LUaRJmAH;N&QEZ+3m9VapeGr5&MX>|0`iNK}y$z5D%Sc>O~mTtMfuJPBvZm~}+C
zna}K`^H+G$HeTUOP6#a0!kM8q5)<7S^sc6$_S5dwEjwMiUFg^A2sOxHr8N-F3;kY|
zV<n#jAcg9I-<l>bp2(J@=pA>dMI8NKjQfI98Q>2nh6pgTyAN9Qx*O9^NN#M{tMUOi
zpsQfTP<$t7vHw^K1*|RyD5Z<-X7lJ_-v+D}mrB?`n9E$wIREG^oUmD5e~P8Xh$#Bh
z`{8;S0LRmXYHT8tM<D1e+_s6rV_5bgRF}QZvCvxO7d^Xr=#~5FbI8yzh?$l`=Ckl~
zW=xmJ`mx<0Wk~y?!blv(Y8ub5+C3zid%Rp<n?`n9s;<m9Z_}fwAjl6{t`~*%q2n6c
zbE3eh3Ovj&Aj;?Kl4H}gJ3#u!!BN3P42Yo${iVVPkX?M@WLh}u0pnn<P_njc2M#Dr
zOhl1kE#C9vb%&o~_yD4r0%v8hDtNY9JtkXU(AJ`IcW0^wS94K&La-ROUy*qD^bAG#
z<fIyVgC(zfMpH#<{(Fzj0y$?1hVVnU>vD?<NS;mh8qd~a6!S-QBN#Q{Uc1U5K>Mb_
zWc-(VoX3Zt19q8}#Lo78Ys&TK>&esKEO}BqhfPa5PWw$EK{K#t+e>NB%bpL&)p-q+
zxUxp4IT$rKk5~=~x<;=~z0YR*)6A%K*BWepQkKOTQ%sBYyBrrz;G*jhlES{D5`=0=
z>trgbymAT$v^ATxKjqWL>^t>$Cl3qmy^;^7*}fWAlO7F&*ts+Fc8~3y7}@0DtYs~I
zZa>7Rx%&LLDf!8dP%ztco6H;w5uw56{s|M|1v5k7mG5F)eqH2xDmZWxHrdBxp6buA
z^AbVZWqzl**sxltKtX1d&J(2IG6cU;ccL#AQaVb-ORT3>#$d9sD_U#47_Rj7v-Y$a
zD&azulsbBwg+Rk)iJ}y?`-gc!9@xaa<Aas*ux!G(7sF(M@zdWD0}0D@y8wi1ID7~M
z39o~sE}Dvl2B?%ZTDa9q4Sw3TkHpcvBeUi%(N}B%g)-woFRhI1;TNo3Y`6O5=G`49
z_`h@1t~Pxi%gAC65kYDmE6%+nem5TUj_N9g2_|ImvS=2g2lETnXz=Tr@@whWaC*3I
zDs<m|NpA2ZbW6<G1bik~#|tR@d5CeG{aCh99QcQjFJG{{)dfrV{(EA!?*fDCdr^+x
zXt!<#>!&{l9-l%6zYPmGt-qpZQ<IP`fGyJCApiGJz4?2na*zgo%EmMX1l9ODWK;EP
z2fr)6*iY{n$?nBASnc@Wbw33E!$oQ}ieDlw7K_zY^Yz3vH%=M>Tns_i@?!t#^T$C@
zV7O*oVzw6EyhA3bY*71JSY3doSvg5wqd8S;(p?yj760q12Bm7kLggv!+lP$r&Tk&i
zeFNSgH*L@$`|OCCmR;R{VU=UnrPvzM?@oKge|5=-&)LWJsFT)P%;B^CpH7mu$0z3<
zL6P#pYwNNT<N=WWls7Jvsa@Gb<4^vS&o*7`iqBYQ8QT^s(E~j5p+yf=s2;g)>p6{|
z;LFTD=`Txa0F&%@KcccU=d<F;EG{n-hyMABI1vyNw238Tg*|W?oNE!Z#ZMIZZECq!
zymjN9-m2NJKKZvzdiR8frB2x{jrd=q92o27qnGt>8)}xx^1lt}|FHs%YNz5Y8wolq
zcts^Ovp-n_?{BD6wtI@1%^G5^FBw5af;c?)$ip%$8H^t4ydBdAm^NBUN}+FfJG&p!
zBzU9T9(h7U$4Ywj^7bD;_(yFq!n|Mh9g`F}o5G{cUENYGRvjxgX8`RY=}A-Ps_E&b
zp!Jf{&&y?-{O`Y1Pt&9eUXYK8DaD1V(c{I%%caQj$<mOh6~p+8_>X<DNpPCX_F0sE
zY}uirO(nY15UpA4cG0S<?b8jyBxh8^8x<`6;LpTk^M3b-1m^F`{z^1Rq>`MuQ(;p#
zC(Ix2z0IWb;C@{Rl|e>2S`O*W=VFZhdj8c>m1wK)Jet#f{(K4!(wn-nQi>mkSe^Vz
zsvBEV^Q|k9(=6Z4^>k&RJ$7QE>Vos2d6UpO1?tV4-kdIP$5l6yyGBk60~&vLGbN>6
zql*RHCcbson{%5%YWz&mTbIe{>meVXB72qFUQZnsGU3OnL^7WlQPsq3j*-0{Z96^3
zzH@cX2sEUz^`pxufF`z`Eyw4&22>PJV`E7b3=QEj`Chep=D<4FIh$(T{sCuN_My^l
zWzlbTVf=uoVelD|<}?dElykGKKUWs=I2`!$gKX&;0V<J^aU>4ztfWl%!q!ws0NWQF
z22rIDGMSe3%Hfe;O;aVqd0m2&W+J7ERhx&ICR+(HnbpaD9mrHtqUF<I#Vrjs?b+HV
zPvv(El=G+xMV$671FBwHXYi2hLyvIIH=dh^UWq!>9tr))VrOp5!w-+T=hq}P(vs^>
z=<vQ8Domhc2;BY1x0=S;{F(K0je0(X{R1h!?r88JOSrWKugZwF+hwUts?V}I&VH3s
zXH77CNvK0plFX&IC$ezXNNzLZwdHiVSDh!@#m8{JZ;MSy9Ldv;n?~<;2@+<~LDE6I
zJZgW0Yn$Y8dIs|@IQE%W%yu9Zt5UA(vN4&GA3_Q36vX~fTLJM!{>Nue!g2{_%p@Av
zTKHzvcvJ*Oig%slXDOD0yWDq?c<+{UOigit`8ESI(GA-jLQE;#1!n1HA9N}EY#-fq
zYMuC%r)16joB3We#M8%rZ_cZ~i5PQCnqEsa`X11|!2WMjMyModgc}HeEv9K%24^~9
zxt^GjQN%(4qTJ|kW?~b!6+Nh)4()K>JeL`y+s+hqtzWP9>xf<UzL*Roe1i7o7alg&
zRr>~SOv$070eDrM7xHZ-RwPV1&@Upz#G|V)UKLwyJ}GKbg;SbMs+!lS(fcXvDxZEi
z`j2mduTj38MqD76Om^>_VWCcWN8|-MlN_??l;x4-UEE9eF4*ZV*!m82!Cn?jf2{K8
z2(g_l{eprpdF}n_HDX=kL93N6Xu@*drP$X$ByaL%5@oZ_SS+jKH|zO}ipbe(EmGB*
zB|}DQWY`hRE;4ya)gmSGy7n(9rJntNG<{WA99`2bf#5E|CAfQV_u%dhL4vzWg1ZKH
z3-0d09fG^d;5N9P&iDT3YWiU=nC{-YYSmh+YA?4^KD>x{eJje3xD=o2E1j2-qe4HQ
z&a7N-iM-*grRWboNl2!^Lf8dE!w2^QznC1-a?Z+ZLfk1yCS1qYD4|xefC?9>)<@z)
zpW=xUh?N2!^5<tif4CfGEpX1*exEsb>-HQmzwpVq*J|3d7QaU4MxM#R=&=kE26dQ!
z`(p8g<M4KV(OIE5R;k1f^s%>=Cs4tURzK)t!*nqli=D9eUHdyPe*%cGQMvS2>cs6k
zzgxR6gQ4>9VSJXAK4JcJNm%&w!c!-ZT_OjRKwT5&M0DzBh-gug$U3%XrdT?a_yx6h
zrh|jW$~0IsSO^sh$1K8)I_l0$`Lm_0xcH7Uu0i_VixxhY#{jK4oiEqwCs=QxPwS4?
zEB$nD-JLgE+H!la?UbTYJfeEQW^qRWKr(!Q;Q5u@M#Jb@YY`imfI+R0f(nG?zVp0M
z%s;C8Lw5JXGtEkQ+#V$J{)4FvmUCrdg8mcO0(40jm6E}Zo6gvg#6>DU70L%|F4$Fz
z)vq3$g)VPQcc-n?aFNo*&S7zpR>ZnE@f%IHy*~O}<uo25<4+Q8ik+(j!L=N;J$Bsm
zieq5(KMakuJ*9j4ylktZuWp9N@Q|Eq?cNNHoggnnX=ftEQvcwBT#U%36B6`ae|~hk
zzwqe-OU*=8dQ^dkT<tXX?{;JVn20rxN#$nWvsvvrJ;A{!c4a@s6fgjl%5(wm;xo5f
zJGIr5sbvG5Nz@8VIc;}tCT>CU-Z$q?Ye<JSpCGbJc8m%BYzTlKnE}@vzzvx+YQ%c0
zZEi;Tz*Wgq_WMBIJ2Pkq$Vj}Na~vV#-#qOS6wore*PEDq0L5JVeEgU$lse(1R@Qc+
z+ii^F|CTm%yNFzhr@3(Q<uH~lq_EmF>gW=D`dT(s9qY64ZH9==jTreKaZ;q|w_PhW
zm2VOI^cscGd!_ZSBzwOn0rsTP-epV_U#G5ouB~&Ol`APw;W!W3lJ7H79)C^fuhMs0
zcvI~!QxD$TPs-!6#N}$D-yL)%=WIHEMhH+!v98KEe2dKf|6YJ8RmE(v47G9qMSGG=
z8HlVlXbnakkpVO)lw)Wa?&UKsLU{yBseA>|EkXFo$Mek_ZvBa@RzXt?83~uH0t95!
zk(|{>k4XgciH?fN=R46pt!6(Q!xsxiMIlcG@q6#>vU)9@THGHJVj2l%b_VxU3-(JB
znXU95j|1R+ru`PVoHxq*HTI@u4!#OIw=;6I3gVPap`i`^{h_0qZ3mB9z7BwcAw)q<
zN+Lc*QIt>oUL-1Fk`T^Ws=@0nlMkRv0HQ{E7}@Ga@UOPInA!Kv#P7z^wtc}ynf(5X
zH@!f;98tTCA&1YN#B*(v-F?-`&VV<ie#Yy1AT@)aiW?88tu8v7e+j*<4JImPiU9}$
z*(sB2(?Ha~4{u7yIlHBsnUE9>rLM(=LkR1AB-T4Q9>i4U+RhyvT$SwRQu}RY<d=el
zGZpO<V16{;X}~t&I50IJ_Ym_N?MSlO)Rps-hJW1mrg1qpwoqp+>OnY_A+QUCs_sHK
z;!YIgK;Rg8@<_P7>bGK`Q9>){$P@mlP&DwVq!+KE7u#VAsfG6Xbbz4j)xh3djt-|N
zdUxiAeYkE;z`nBxF1S~&`<~wG)~1g`^~B(rlCWD^^?=3w?py1aW!?4lsE79fiJF>M
zi`S@d2r6cGv1lLNz2>#g-D-#7CGDHT?Mt>JZC_ed#w7Em9q4LkGP$)k`D~Mf!T4q?
z=4Qmo>%MGJ{f(sBt~2-GBo;PjsqO6dP9*dDhpipNr(wPD|D=vY7I}&`c%b%F-Y?E+
zo@ut%MK_|KTfN?Y^ts%2LV`i&T4PaT;QgL2Bdc$ccOxRIlFAPv=3GM1){LKe8iicY
z#I9MiE_ZzfD8TdDqkk+)MkAwu3HzayJh>#10BPhu0O)wQ)7J(mW!top!{@VI+PBR^
z2GP(o(ApTBrvcj;g5o{t-|wuh{^2E*F+_u=#1*|lrilNbcgqymBh`IBp>te$G%TfD
z9fqg<-C`Ptsi-8q=V}BhHC)A;&w)dp=KV>hdVad!DiZ~0bbg)t!~nXog~i@8bY8}D
zVae72-AnG8j9czpeQde!s!rv!<pwx)j-6*_x;n?HS47X#>3Up$xBIXQLrYHz>75;E
z5_bDZET90#7uHV809N401f$t%(@Z)TEm-uYMlluXbdW;vpcRM1gH-7v!Jm^#L27P(
zxxxKA<v2r0pUe*#>(2e4MwQafgvnNd_85ud{X+!dv0NB978JB2;$B|-mAcyawvgUp
z?RSIFK9}d80P>x%&y(JNH)TfRRE5UVreEJB>^rr)H1g;Ls^k3L^2^I?WnmL`q+f9I
zh|R*bi<fnkf6#BxD{9K_)kEv^Bs;*5D{yAOj=_Iqg_jQ$&HK!=Eaz00cD}BgGuKsC
z_VVzW=Nl<jK7_1qC)6VxX2cRTtG?bcc65V*5Df4fr;Lt}m!O%m!Xhp0wlAnl?p=OL
ziA2@R9&^>|bkKQmF2jp7SVKsuvzF=~U!+iRqvkka3Sjh!NFScRyIMs><66GouVgjY
z*_z#s_UahMMzeG3FvctG-;uE1dDn>=!xxiZllsJ?2v?L{CmL!^uDko=)%uFMayJ&!
zIfzELALpykPg|*blqm>`-x`@mq7?5A!~DG6zYksNXicS6J-{%X*>TJAv9zHOtwOO2
za%5AZ+lPl{AXcbUG2#6wNfA0*qTZisWe-`mIa$^TQHZB<ye3($jJbNSw^{F^!y&ml
z(v2!rCL(<+05kzAiiq&wXQfLK^S(Kc{oat<7YEAmdp&luzpNM5jo(m0Q~U+qgbZHq
zp@%kF;)%*1Eo>FOeC%lQUUSuMt_u4J#SUnew<vQcFrqDMuKppn$ICE*2LH4@<KtgH
z`v>r@o*;ooN<7_BX`a(_3_k07d=)9Pg4eiz3~cn{^zQiJvq3&pt!8Cb31Vv$s8&+*
zk0J6C%u`Vpa(^()tMVoBsmjD9>6<GB0~!KAM8^~*JE8|Fdy5-YtK|K0`V0E*Y8nl7
z@$)w>(Q)8;_z=+zUe!Vg3(*|I$)zO0bA~INyy3gw(alAQ0zhevkgPsh-Wl!zBf2?H
zaQSP9icyAhRfh_xgo=SNe7~5oP6WHH5PFTn1-yx{&Khc)`@{RT0eWHE?Ky^5Y7m6H
zv%DFmk^nS~<#(*ft0$2p$^4`cIa$!~x|i8cFWt!$;r0abSYkXeHKYwW1-U@XOMufq
zAfgmCI!rH+y_27$>Ikhbr|nEXupzLgc?R*hFK#f6*7RGIiX{>N&3=sS@4iWOZSRAq
zM)egUXWBIh4E**rftW)<nMT&M317)n0bl!SG_=|=^LiF`rfZi#arF`@1U`t0{FjEJ
z2^ORO(NJ^cu|!DC-Nx~=M*}B_J8sWqQ=R2^q5Uvr7iVYI+!rpyxQUk@FQH#11wA?j
zK-F&>uXj@;d@rm&WJ)QpP!=C=Nx_eDZRx*(x=PD5N(bP}u_LnqCJI1A<=Toi6(7nu
zyztdeulG!qhfEQF5nZhq7@~{N{?M7O8+0Zwa<Bffk^U&v*##O!3G}cAlf6}2LUrR<
zu-CbQzZd4J(X|}?o=tTyP$c#}<!f_M*q-E*l;F2?TVd>bbXDd|ES}uo$DvMGpyJGb
z#!2UlR+(7(B@!i%*FW~hZBYR`sba7C`j&xNUn<Xn3nJ+Q?AX|1ZHJG3*7Hp8Ep8u7
z999q|d`_>_S9C~t3bU}>vSiPX_**n7$Kh?<Y*CdXQPPy;R7pstbZM-mxE-vgBX@Pi
z611(YMOqAARV^Jt#mL|N=Ufd*Y2~up!{qO5ZCv-j?)%u-DOH1?D)RqyW~9^$9qgaR
z;w8_e5b)`ZdzKdH*g&Bs$&6UPcg2AWU(zhHU*kiG3Ek)Xb+->~I8hztZQc|c9;_uk
z07SZ^Ud7K0JN{^etb{!#Y0CpAeP|!82RxEbK0nzHA^+sgfIXVqTN?Ym5qsWvQ|WUE
zAJ9P;7^phuNdKQknvRKXLJu%B;?YVp<9ruyBQKt0G&0<RfI7+C{Sx}__Xs%ii~li~
zWV}bxmOe#AOfX2paqUr(_5P69!s^3g=>ncMj%VM>t*LeO_(pC|2MGk7SW^}9iYm#%
zn?@;Suto}lcBF3x(RbN@5D^k|s0C3b*900uJ+`3gbhtSPpKSlE3sqdR3Immit-46r
zxO<dH-}WApQ@hVMS++O*Xl-a%BDdqzW#CmS6SE&&#OBAxEZ`&axYhbuEehT(E92ig
zX?Sq!KQ6H7HCC;2RAqhldhtF_6AbAIBqNEq2UNR<n|h9p>zPNBs~9xaazK=tdpiR1
zgLv4)!FDJKCm4_h>FCS9%6(yVFoFT}d5h~pRdNi3`b}3ZhOJFz!_SbbcctWrB4KRJ
zjqPcMGC1hTz2giXDJktj%s@gpHdK6xC8#E$gS06Kd;SP%9F%C<r~z9QiMIOtNa$T(
z)@{<jz)P?VXXBiqj6y&_0TB7A{#eeLtTi9x2_jDdx#VRtztV@(Tc+N?MMX1ispr@V
zV?l|Ih?uGM5^H8Arc0})Da3sGH>oJ@3I3{}Hca3_m~dmF>$}+IWiKLVy35x@{C*W<
z-;RDC%=`w-04m@z>MHU)Pr->hHH$jgNCUUuCAVjmBxkAihHVp(^GYrdo~>z1>!fpc
z3*ZB+O&?xX&g+oX8Z7{a@#GZjqyxYFSi86$dvXL0J#hlSG@hGIC=8!M126wa*sbbM
zj~xPFMak&XVL+cC!XP`j54A#OZdykDvWg5X#xcPOF*>T}fr_x8ZGVrk(d<ZrC0N+n
zvmMQWVyEID{&&(?p6jmLK$AOmIbW<ujTpnEdcKVH9C13D)oS`Q16<=DGteV%a0{D7
zaFHYBc-eYZn|_EeuSQ2%An9fTFl556_4{W2`}LO@w|jQ<lvoI+wTDOX^Xb_Fsz)1@
z>T1v=M6wEY@QGD6E%y~6pQSMXC33I*f-50KGX!8@)#(wBj;`jBy%NU%6*`qLgbEj=
z-R`jLM05Sxd1`TJBw{`t=ml4Y6Q4eAivu-8c{Srs-+lG3_Fv}Y<mA}{vP~oUA%Fi&
z%HWN)?8U#RUGt66X%JtpT#wF^^*2HDJdZQD;jDTdFOzsS5X*Z9CEg#BTU`Go-()*k
zA0uy?l2xhR+P76yJ!amn*9WK0+<AFvD}*n-?cdBVp5U=|kY8O*lc1Q_d(zOl=FgX>
zbsKSzO6OOM%WJnrMnsgQOJ0N;a_QVd|2e+JkCJ5c%EIpy2^2B(ogybCg^897KB%E$
zft}jdr2P~+Zp)nw6UP`#t~7Fkj8ijRyHm27^n4eWZ@>Cgor77YGC~+IT}clKFy*V!
zcr?93%RM|I6KjJhWe0_R)TKq27B)3q_f*h7c9U>AAMKMkT?m-sv2oW~e;kZD7X>Md
zti5k7X0lchBoa6vsavi9YU51LT=L1PA)IjQ)S$T(ach;RQ&zBz<6iwlV_<KYN$*Tv
z^j{wtX2Jcd&Bebo^M!{Pmew{B>8!yEPZTToy6UhC__~RBvmv;*%7agATfL6+sIp^v
z<5|rSc=j)ofG(2C=J`29Cta-!ONKXX=IEPDDChhXbP?Lv*uvF(mEmLEA&!i1(u?vF
zm;bLffLNqLb#0G9oE>ahVp)Yf=gZ=8)?|CluJ$+@2$!lL$BLN(^bVJ!Ou(ZdA3`Dh
z@*>OmukxEBuJk+#1|M^vDxe+HZ+0dE_Loujf$q8n9}bM?b0WH5ddqHPsP3K7O(6>p
zucUy<V7gIu)=p`OkOt5Lzy23tEwlTH2msoN)M`AVJ0g<lRP_WIM}%9;vo+&hNNW(#
zG+QnM1jlpS8{txHsDN#Q-Yv4b*8C@zx1*8w%K`{d!~NP#lUdM-n?I;;hBWdR>L*k+
z$=bx~(apSE!^-BoZXP$<U-iY^Ku=c#8*|tyZXA^IKqpg5g}}&_WRX-+NgY^BX-$g6
zJR6A&2aJ&jZWBgWI~#&=e3v$;i>%sOSZvhqU+7Fw(&yAWmr9=Qi<&OAM9|8XU%gQt
zc{Nsbe#@jYNhf%K)`cEHIr=^iZ%OEeKA@|Q9yf-Y@qpK9<8;KtDI87NkU?*#axsVM
zACFQ}QL(dn!C7aijN;W9Qa?GmQ%XI=WhvzV@Y9<(SRhT<Qm06x(ceaLGc;}KZ8h^r
z6Kna<{40+l73l|fmroPT1YxXJc<jF;0ZtBf+NwWQ!L(lIX6e*m<@bnwxRRmJYe$kq
zH|Tod1ZPZtl=WXMTWuoSleOfo?ye8|&V^!qM=E30c-<ljO>nIPasbkq-|OtaYX{Y&
z-Mx~*IrfJpbQPUrGExHu;Rx)X4snDQA0XB%8JTNpyEH24_BOnSM)f7<z|Ue*Uk0&I
zil$4f(n}GBEMArcQone*1%@m&*%AzO@Tht`rI9?`Jx2o#*xJf?Ex2$&z?QAGPN`f7
zk#f|4k{&Tv(bYY6Mb1?r@)Yzvz|#hZ3IZ@r#ZDJ&*Fnr`hSZ<xRiMUS5=tpT;BKG|
z8Nw`qU#-lR!lXijQ&v(!5&lC`_SjtQ^nCSP-rTs_`87d}{oeeYKeg|jpa0t;Zh=I(
z@_Z2DKdQw`UfyW>O~_S;1IF~W32^2hJvY_sAS2HV=hddk@d6EKqb;@i*4fUyoi<Bq
z|3nI(r{zsGwYFNVn@r9^C;&7%jE9gqjZQIBv$GqVv&BTNo|!H@k7>0r#C~{XZ`rwi
zbHUC-6veFFN}SIWY$~@D#{qgI9Zwm``0qkQ6ZcVJAMTr)wN<)078c)|Dy{b-KDO#}
zxw0^KH-+5`=}fw+!j1u0bh=fQEfBVGceDC+aNRv7VptHFj=Z_4J!7bz<TDL)TGKYK
zAK?uwjQS01H?cemuK7lQx(}~?*;*0AmfQ2lx`ya>jEvi9MWKTfbWu@N`r@uhGzE1=
z*-+1?xHR;sIFU0TmB*)|Ie!hr&AX~7d3j9z&;+sn)=AcXM*-|}Q3bp2odGYB#csPd
zoZ2rP*6ca^m3!AHPy{uikD0FK*nOd{TWJ>lJ7di6+km((<#JkUyUKkqkv(34n&Ny5
zSlza|W+fmp9OU5Jv_dFv&9qcD#j@{1UVc5&*FI*cJrONID%d=~A;}t#r;A<O;;VZB
zG{{b)#!iFAP9rvOjU|4-&P+Sq58VFF<mFdC{a+J%rOrI>9R_-S-@8p?ewKeKOYh!|
z?7TQwUGD~;-!VTF+}Jy1LhE&2qZ>@5jdee-jpYUzpqDn6rtu%C0jPS`?md9ZT#w=W
zD(eTJPMGlDasz$>Y`@N!DM7<AAnT{yo|`GJ>eZ7%_ln5)nEiSft%WVy)IIwEn_UxI
zW^^k+Z@8qWUgEXh#JtysDTqc^B_1weTJ@+?pk%6|X$YqMB*S3EPSuDWC=)Af+h4(H
ztcJ%@as%)*xN}}NqX*9y=O~`Tjt8}6PDJ!{@5T}XI@jxbsLO+8wGL*h;1(t@TU#pX
z+WpHxJ94J8+x;Muc1dvgsQYR3|G7=_;H_5bpZ}-37nF@oHE-JPffcLc+p$O^&X$yW
zGVB@iD&_`U7m@eho)uEsDe{P4-q6(5{Q$Mb&mS$cPq*{yAVL53B_MYHTe1%ixB)#Z
z2^7Z7nxXx~T3F7Xh3`DlCU^lDAz6T3siEFUBUvp{u0AgpSEF@9lY{^Wc4=ww!mf*Z
zuiMqI%u%cvw<T&aSO_tA!??*5PFd~RfU)!+L8HD`-&Oa6EoV2(Rvm$oXrl7yQ;KwT
zi=5X`bAh)FFYVKzekK{*L>i-#9(XCYE>|@IBH(GMr8Lzd=QSQ4bho$e&J_9Z#%0TN
zP&@QK)Hyo@s5s{R_sk78KZV1H_~?hnE%6aqg2imt)W%^+7>4%m9N+p4I@rN%H&26j
zkoq^eC<T(PcE3zHKC%8jL=;1dDHQH$aN}aN?bB}wuoK+iN#R>jOl+?Rqo<*<=%Kbw
z6><lB0dS$yfRR)Z$C|^)-D8hQtfUyQ$AXVQ)*km~W9j0Sph+UmwtF;W<Dd{_m18o#
z;vm>_?4RCFfN_!RPZM6MfIFos6^EXYfvl>|0U7PG&na@SWc)6}XS6DmjT5^gntwjQ
zDFbTS9ngKMIC<x8fr`X?qs$k8hWO{US#Q(7IbZ+X6H~BQ>iIO{tkqf;XI*9Z=b^sc
z`LXB~-*>u+LK+KOBMv~R2aMjsBaA&K@Smk~Rp<fnH8I(|lH<^%vu`Y0K;iD(6%8R+
z8UXCyzIsa{oqRPhdA-;LW+hVTyVBugZf0m2K1XZUCp$gck{@jf31IlEYZG?RJbB<7
ze`$C{{$2iFkxj67t0APh507>U>!|tY*!~Kz3kzS;@4O&AIzIq)7O_1<H?tOIG9uxX
zhyQ0gn~FRt8ZOR-A0pKv#hRD|*8RDQxr>_in3x59Cevg1G1i<Xcx)v^Vla*6o<Neh
z1l92y_<O@cL+}5m_9KOPkY6TJN>9J1;iAZP+;6D(0p4ZgMb!OCJ~GT~D!6E~3j^v+
zzxH@&aCI_(G$qQ_(Jv!I5GR&1JnKE^p7(hT4Xs!IhRwrG?_~2yIZp*5J|473%W)Tn
zuI)GAF3J%BGqD-BCz_L4&K9=OmqCF2@zU(dqQbp`a;Pzwk87j9y%Qw<ZPV#-ubxBC
zXPeftF<QtlzosT2IwNwqrZzQm4ddnQGgV>?Q<myidxD{@pJ{qtj)n<|a*cl72IW*(
zaEbGk>g1YCgjFeKEL4rqnwP_kw6OHI7j}ga>BS;Y?2pzGew~2rJ^S4KL!_Ji{z&5{
z8*4o?j5@fZ8z|d$mn|mE0B34dI)5m@6a{wqlH;UTDABZRuaE-w0n6NZO`kx)`dY=>
zAl)c=iYq#ntNC4;y)e!^tm^Z(B9)#a({?s<7o3A}-4Tw(DNyOq6wkS&Cg8pVuSRXZ
zaGE}}J0U9C`^A#nGni#DX4G~YPJP0&0LuZB*k&3#B=<0<PJ#h@U`U4GepWMc(tbxd
z?bryTS%VgiGIcfc@C$VL!{$3D`&Ea*cn)9D@_UqLpCIQ_bKQJvmTeVeQ#;~_^ToH=
z<{%719*l&FTUsTf`P6V_0#+K=R1PY+<J99V-6ZtL!6@aTp%OOWJJwRuFlB;pWxU$+
zRZdBDqF)5XjrkfSETse>;%I@b+&M$(wCVsdMb>tHZ<=eYM9{{F28a`(+-?5p!dmSJ
zFYC*%@Y3DXR4*8q`FQzhAev`uU+8V%`Xm3RWQw5a(EMKk9}H0Ry_L;KI7A-7I<`wK
z8ENeA!li1!T0nO>!`J6R${+yrA%MjJR0J2V+GT!@Sl_PC0KwTU<e~K07A|yG7{n)?
zU={EM#jj#oEwp#A|M2gTnid1hjTeVkr}-u%I<i$#grF~A-*o*?SNrK)KL0~B@6Wdx
z3EO*F_;7&6eybYZy|_Mm(XY*NO@eNLlnUwXFS)%5n<#;=I0K?2mo>hmEBNez8ctq*
zUj*~6LWgzw+Jh&{Alv)R0$6<Zou2THj)P$&rVFrRTD5g?s22K;<1CIM+~|?mAg8Cp
zDxh$m3j|R5!>+~wvzA1=8@yb%_l=|CMr2_y;v)Ez9mM(MSfFj*1{Y{Y$7Jmc|32!M
z?&QzIj%e;^-JYRDpFVX4mBT!I<BfB@kbxuh3i+H&fs3FSOaD<6>(lD@EF0{1fBf)y
zlRto{=PgER1#o;<qt=nB&(nKUm@gfs7L*oQNtA%UkNtM1yxU<@-xM$}4J@a3rgUpy
z0RZLE`%J;>?yD`^g>-Kokb%bDM?rVr$pJcfnTFnZI?p#BFgQQkIN8AdDdbE*Cl|eq
z9Xz`;X8AG|430Nx_I7CXrN#ohXhWvQ^MM|=gBQS%IwgoUm+vi)EC9=B)B{Y`eViAP
zYx4q<fXfb0q#JXRwB}xY3+}`4d^CHhx5IgVQ59E?NB$8N<<aIUZ#);Ku;%glR|m>E
zRtl&)ipH*iDG@m}d>v8v)8UBBr-5DBJ%y~Syu_Xla-(DG9dCmd9ghnpb{U)jey{0v
zskRLOWeVt&FsO6uBr(>_-gg``C`R?(mq4uS_y9E5TM@6?&R-m%gyM8Fd-Qivl=4C>
znarCu;sc3Qi}9I6Q;4Mf!ZVVxuA57v{O6U0>p#B~d?@9cUh<FtDgy=OKrb*LBqoAo
zRroVjqjS?8Jzd?^-@Z+Ux5v)Mo5a$8Eeh0oc>tZ6Ry_5|xs*Vdo54OV<ZsQ(_8(=#
zYNVxMXPg;9s)BerjQjyaMa8WUU7<d!d3KXjOSd_#-|M`YtzeC-Vbjg4{_aV^BTopc
z;B<HIsqLtJF~^TYKAj*Tq!_;F@>%;ZrGaRATqH11hCl2iTI26~Eb~w@7}Q1od$p(^
zN5;SATEs3y3AOXh^2L_jcV;{8wq30`3powqt>c%NY<m<Pu3lSJ+qXEseq57+uVcLZ
z#ATvBF;xo1=J8N#pT_pxsI#luTaQlDjj%s+&8#D*GibFg{r>d~Ai&dJr`7pyE}LJj
zKyJW!E8^k=Uz%lVFGnLmi9kklW_}48A~3pEFJ^mbK#|W!Z}?0I*vYnzN1%9oZ8Xn2
z{Yh1e)r6{IyBybnrrB}^X2YQye*<$M3_b>Lg2CDQ9m^M_gUvB=fj@umMLDjs;5Mu|
z%u)m02Ky6&-@YV7M9`UO$D*GBaO$G7JF5F_6f{Z?1B}UB{IcrUA=8~@D4SAOXaikN
z&sDRWraCLv(j{kQI??vA9yr^j?y1(Gw2$C!-UfvDSc*WT6?q2lc@_LR<cb6julwgG
zqr(jh>TQwc@!xWn)HznmUse@X?D$0oVLx=C(aLKHuU@-qa?0XT;;?%0Ts|0~a>vIx
zK$n-?tis6*E&9k-DoxL>B#B%Vv+#bWDM)}>#MeWNOVka}DJoQt&>n{mC&O=iAjJ3&
zNT%l;)FbHsv)tDK_u~Jq-|u@Ll?1@Z(SJ`?(8C|E)YioFFpvGKHMyM+p)3pTZ-9f>
zPKyLwlfV*ADfjvSxSjj9FSi^#9JxC_LXu)3NXY-Kpiozw;lOQ3o!}ieC&G^WP_7=k
zTtO|k5vEW~$~5Vq^|_MQB$8e5{lz{6`2;QAm!qN6fPh}cSxY;)ZzY0%L1S+lPK~Hm
zpI(g6cV}fjX#Os2EVr}tlMJh}C|Z8{dUx@GV`fuyRMHn@!1n10*1Vck)NQeNN)2;U
z+N{pckMJhZ8vaXq=J~Ea4XqZ|VMc$Q<}kv*>ne9J5<10C5oH)=0B8o_m8eaiO%d~=
z)4SCMli`jzDkemte|l?%UdUvB6!OLknfdiubD`4jhuay(9+NCLLZHl)>yak7w@Gv9
zh<4{hVAIj~B-|<G6Km|-i8l}hGBs$W6i_htz-v*4X^&Sba*_hRQr*2T?p1p?==yt1
z<q|bIw`yv{JRzjw)EN_fH_zB?*1vr~ywoQ5b_AuR8vjhKd244yKta;RVbqeM)DBQ+
zj_-Yj1<K{zrZ21GIRa^p#gWjX^3z<Kwnn`?0)Vkp`_colu=yRQv~nERw4uQ|XE=aI
z75HZZtCpKE!tU0vSYcP41%Nf18VV*1BBy|7e-3Bb@|Wct9j}>y^xdFT#+j&i-j#Gh
z|IR?`%MBR&4ZPWiL^PAFi2cRpFdx`D`G|_!y@*dW9wVH@9)|?I3H>#Bd;;HS|GyW2
z2$!t|I4t^>WQdW`H9k=nC>-GlxUf|<4n#}U{&xA2`Fa&Q&LS5}_~bc@iXvf7o{a=K
zdt)GlJRX4<*L=o`fyRqrMlR&?do5q!dqsZ1>^e3a;1u*!t_{6$pn=FH&O2N5n>yE&
zh7<$CqTRjPJLqz!#=CY^V9ACUa5nUtZ*qY~&r83f0W4{%y;&pvR|U?*R9rDY@Bj6U
zJv{vPaW$s=kba;_snNrCB3wTm*ah3A0bBRi(0FoQ$5)O(vrhLkLnS}a3-suHpdqW{
z{f*7Q>&Qo^8RH%@=(pMWlYSK6t~{}i5n(aVsVD|JO+lFebUm^=%~|8#;PblrC2Vx6
zK2G5*0?iI+#`kXNk`lQI&DVk@&Kdrv1ma<~h=nS&X^&5oKu3;XcsNx=B#}p_-y~0a
z=vonncVZR(pL_|PHMTS7ja0`gY1oiPcDJqQY!Zjt71_8r4~A#Irva40;v)ATIy-*E
zZtbZ@(5+n!RX0;g?EAALdpG0c0MM{g<jh7M;%)-4@+a#rMVytox=Zzov<I4!;l#<R
zo<*RPwN^jK4W%=%Fx`tcL2KCoCFg>$SrKT7U}2|c!vcJCm(<aAWl?p)Mi^LjH2%nq
zZeE|wWzhX^k2&s6<Xj)q<Dg*{L>{sN0@A?*9*(NPx%nG)dD`P-PGMmx5MFT<h~h+?
z5_s~5FoOmcsOCpAW2vsHso$l5716w*_rA5<1K;`Rd}FgQ@r?Su@_<d*g}|ikhN{X&
zeR&~xpQo9n<=pz)>Y)ZDD1g*1?T+VSvZJAAvL`)5>1*Z*(fBShi}eCqGUF6z@FdjX
zKC57lsZ<2ZTlOLU&>I{3efW43Ip`QpQ+|f>@5nFd-?faTPv3No62F^%B^4o%su&DV
zH>J`r<smz~755Z1=pZF&`Vm+b2dg+7$$kg~)LrC9AeuUS%<>R5C=)fX`M{SQhpIRn
zD6o}JrzW9397%sTNbI2U>4p#^+xyE#4XXVT&XvPj!89F518W1>>{2p=vs7C;-^|2J
zyx>9wub4Gzlc^LX6l}K~(2}6%IsoC*^|=jB4-tX7ns(v?&VO+@XqU2z^WWuiC!aMf
z*9Hq<3lE~X27=ndR^R^3Ny=n-wZT`tOy%>0Z@afJ)}r5KWwQXMJuP$fKT%XV9JBrP
z&o?+}V5Wn#Xh3*S5H1FW2@q+tDq&U{!Us&IO&gDEwUAQf+DcA|OI0L56P3AGCV(Z6
ze#}WrJ$Wpmj__JvO5s3yMwf@OOTc$`b(Z?y2Vb03R7#$S2%18&fJ5#{hx)9{AYh!~
zX1JOM9LQHd`)_*%2^b{*JuVzUHf8_nIBFA^2jqOXpdK^_hun8`lcz?z+|Zgj255`x
zi_F`-;PefO`(%@oh0czL>*|KFC{UobrV*#q@6z7zr+)_Y3ikSMm89uwKD*x;^wXt0
zgR}0=FowsmK>hMP$Z3mg<QMWC#w7L!6E>WrO@@ArF%KT(<WepP?O59^s>}p`I+z!f
z^mcM>Gqe;4mJH4lbfUD%e*z9rAg;y)Zj$UQtO|jSs0R~Mml}Gn#Yo{Bb>yCK$S#T&
zv9BKbEC41m(&Zn2z`M%@$P!0Oq~W!uZKL`L4gqh^`$9f9Z|Z;%jsY;Dvd!!QRkuiy
zio>1u`aY911Sek;)ZYoRD%KdY`D4++80-o081uCyCWZ$WWQbzqv(Jz=v81?2WBQ_r
zI}RSL;3{VLkL5T&=<u&VvUy4@PU6&(F^55mINz>z^aRs80|Ek^AONc{5Ga1hKm!VJ
zqmDEUg|fy$etum9U30g&VYoCE;9~l%T1)}h-|DBU4d<;WEpq0w>Zgt;+g#gQp0k;c
zW~rky?C~`&9J2exRpnF9q89x@w_JXpr;|`Nm#_!9@3cTKq{c}&^v;S6v5ZV6&<Re<
z=v?PHMm#!(@`X$&74Vy|PK%#tV5_WZeb2y_^7102r9BWkZ@xcY4uN+5U9&aIA=m0g
z%q$=j|LdD)ua=Xu?9mL5cCsnSSa0<r_}>b?3@p!g63qNeIM#mg8a{-%70rbM{tLCc
z$5gxw&=tlkmb5f9Qbj6G=dENdbv!DxY8^|jj%}&DY`(h%AA5Vqo3u@JhoDPA!%A77
zxqvR(abP7~)7CH7xuS-{Q=yxzeg%$9j~c1i{jDpw3lysYN6wAx2}91R2WR69sXv8I
zchBXyz_VLL@>TKk#W~f+J(=a?ZBq_fJ0Qd6>j8hjm2}Ep?{Qx0toZPBp!IZXJ@$0l
zeze{$A9!k5lC!Zu+A#x`{cYcpyYP8c#ov)}lX6bVsV+Q0#iA2RWp%Khy>!<|aQHFs
zzCOi4cOey~jHOM_bsxgZ#eSlY)*0yHlqhTrw+W;#v6FFqZa`lXwEgHUoB48W&B@$#
zg9uy#MIt~QeEZg)m}*JJv;ge%4_OM)3dKFSng!Ek;eggh@C6<I0XyicN_i4Lc#mh?
z=N^^Vd&fK5<Mh<4dRm$8*V@`PhJqsAIC43Og~TI_IgU@CP?HTdlGo4i)H#?kLEdQm
z`7~jcamHCe&>0sqx=7Q|*40NAd|iztM}2@DB$;}PH1wM|Sh0q22DqR-CfXeeinnGE
zmmtkUl%dQUKUqstWGmFGiT4b16}7La_uqjzl=9z>1S5EAUPyETjyl%;cX$b++<|t4
zA8^i<KAjtVn#@I%`Wwx>H}uIx6Lu-2qa{H7W8vq!AAz|5c6InLZ#|hMa*zIe7sUV2
z>*pfF2$S?7Ni<wSfBp1tS#7S8aMWm+K@qtDfouS0jE6jfbeqQvQl<1Xb@rUA9pG+W
z(1L1RmGOKl%7OnVw&p&ygt?LPKVuo-DC?aLn^yl<`D@rU#{w4UG`~elz*Lq0M^VVu
z7+~sg-E?3DpDxR=9qR!jZd{_OsDS~VgaoJCMbkgfk|3Nwfds=C9zOrGVPwP{h^E8C
zUq6$Qh5!wVwYA9XwO^SMDBPjvDJVEK&bRJ62_Af>VBQ#(1NaUFzGdJx#&p3G;iWFM
zQZ;Z2P)YxefEEdBka<5(AF9<sH}P%(mL8z7)*1C!O$s!_{ue+A0VJDZ@E9C1N_Q}k
zMn)A5kE~dRGEc%;7zkGrtwOB$gF5Hw1JJ`#51iakt`W`m;WyK!e|P+%g&rWsDVqYQ
zM*3@5&-RVe@ejG_@Xm0{BH8Wh2H8i;AwrE6jry6UbXC*mG5rPUWuV88xm#!GG*(<#
z^NWmZG$qf7oMU)kR0B7X*R*~|Es!>BU^yf)@)u1NeWvCUVP^!&8`p~Fbh!yBp?pQ_
z>)iCwD^<n|n<CbNT(%!5snY-g*it4-&+CeotiL*3r?D+=qjM$9s2J{ext@ckm9jym
z)@e+>Z;wd|0%2`__xa3p=35oTlkJ)oAXdgE0PXm02YBm`Q~vKgCLEWis${2!S}wfE
ze*Ry5CJCv_=l|>sxI6R&U({Q~LZ!_5pW0hNcx9!t54!FG<(XA>dD*q9%8qyfKt!M+
z$d>$yNDmpE=FKT~zu+8yv&8t<p+HYPaq#9n1U#H5uM29{>HdH2RbUZabT$84G<?q*
zNrZJ;NYmco*D6s3dPA4AptAT#ymhO&z5+_Jz`*;|hOd;Aa-%VXKWFECP~1mR47g6Q
z&o^{mm4&?!<t0SWk0NHU;;qDldGm0Jq~lR$_&x+FVSFVowB<BYZSwKI{3$(tx7^9z
zesPhRS#NeXS)Y-{_eunhk=WnjL`mF!zt%rCm&x_4#xIbi)L6z`rg<;+t)9-37(FUh
zXg#>vydxOqR=ztM^ZAf+rK!~F`pT-#dQo1l^9`x{Wi97GkxUDRc@WA&UC(HzaFf+W
zi(MyYC$6%RBLp@2Pe8DLPhTIr?JBSvCzcPl^5C4S0!SAJMfEcEk2^D#S))|Y1+`jE
zKbn{%kWMCxe%yK!Vpb}r%EGZiK$j1U&rl7kws;SR25+*qbTXGs^gNE&w~)7n<Bl+%
z$}UG6d<u4+TzEuOoMvPDRd3eWkc)e=VA#9dos;Wae5}=0!?m^+<<I_5rEdj{Q}R~p
zPnN>>Z0HGCS!KPo^T(o<F}zPONUhjW71x!=*Brb(f%j;)X3P?L_FQj9dwn4DYw<=h
zEo=T+&}f!PGM_7gmi#_LvMaP4ZV$Q@kH-HL#aV^mSB1+~0w03(bgwsbbHmTCI4rKC
z!&KM*80Me+p|k;4V!&w+gd;+w3YgB&prHq77=DSAs=a~uHSO&!)JnD@YLpCvG{F)c
z970R8jY$1Lf=@LZoc5g&%-w=vk6^Fkc}evY8SVu)j)M)|a7t9Jou&s;ot&uNg#*OD
zE6uD!;g4sPlN?G~G<^+t&$S-L%nOblXVbf1f<krgIO^EaAa$Gd``(~fad``A-E0WH
zCohT-`Zz*@0ny^@^x59Pxxr1C>;2AStQwj3p;7op;8pTAgLY)aw($uJDkjbzM=*n<
zAOfP9gHxRZD29W@EWvE;>rXUMIMN`rUYIjhO5kJ8zMOe0kd;wu=yOyOgF(AvAIpZp
zsY%Jh1Cm|`ZfLn?4ml$u4lsYjz+e&%^<K=f1eMpl>gNv#_lKvpnwU|fF;gC=BFG_C
zJ5#9_o=mycz#CEN(tCQI=iF9B*Dt_yR`#6Zk`p{60`x2fg|JqPl$Mi@_DZvLGp(!u
zNW3Py_J}^I^8$<5wxtHgmT9I;X*n#@(VNbHug1%z+Vqzrno2@oAmc9?%3e{QTGw@!
z1;?*ElbOCzB>ue7(mC$JW7v5WyB+aKNvH(6)-5ed^)bB!8X9EcoTwte>jd7(rxR{*
z*j=$flRmH|O<w;DwUCMTuH{1f4HYBJ;J+tt;^|+2wMxB)%fSt)dO-N6qzApCKnqI~
z$NQTs!WY!9sVm?i+m?17U}@r46dcOwC?QEvkF{Jzq%NS2O&J|Qw#5Y%J>5cHvN6J%
z3gzDV<mt4(VRU85O5nDBsqr^`@jMj7pF<65Ze~B>##V%<+yN&*K&WSy{s`ceDZ&^S
za9UdW%URDGKT-Z?V&a2w-i90k3_^5D3TFR~&%<MDT?`qns}<~4O3t(C>5^@n45Ids
zXWz&Oih7wxeN0~SWR_K~#5Xwe34y2r|JOj~-`z!vf})Cw)N(lscq-pnIc?jb{Gb-{
z6)&C+7n{*fPb(a^gpufAz4QD8bPmwgxw)4<)BJ@J`AKX!Q|Q#%_swj7ce>yUzfWoe
z7?iW~2xeH))i!=8neZrAMMff+!D_Tt|FT^70xZ=iyieZ~9KWAjfE68%T^N8}w#k49
zhc@N_Hiw*<b>0S@L^QX}{Ye<`E%{N29!0PTL%?Ye5FOo^yXY9^w({7}o3;RZxv@{f
zKN;x_eoDImD~ZCRTc#O@x4D)Evs;jepjV6QcoBE$`XEhPAHA@s9{nXH)T|a7$_YKs
z^KM>&X*9Do3-#o{-d?BAf`BN`eq|^jYszRg7|7IKN3xTmQZ-r+k>z%z!#0)V92zp!
zO>@a=G3bQw;d?I`8I)?69WTf1D(^&|y+9VO-Pz2b95~o8PaWm|VyA}Zf7)58iN0!t
zV~<q1LU>~GKG+rtVyV)AC8yXcj(D@vYWIQ@By2}E^nY!Vw%<D4-9;iH>5Ew{Dh6#!
zlzmjp{=GYF_`Wq{IGJ0Mi+g?^V~MQ{%}6GOhJCDh%pNXn@)6n#_ltq33_foQEvIc)
zK<g%9&mw#K@q9?*FoN^3PZX6w<JDW^@-V~bAfLZ~L{fBj?~l=^Mp`ui?>Uj<F+zsd
zZ7jj}D7%}|(RzzCxT@0uUKn;9<^ki8nMB}Kle*cFm?d*5dMn3;I5v0n#?Q^#8<Zbl
z1Ss}N=G$+rI@A}Lc8VsaCB*_;QKt!RAjDPd=m8!G4?v9QFDVIQ1TM|5!I2JEDuh%s
zDE^UV@B`K)f^tA>Cr*4OgQP<Zmres*&&^TRQGTV<Hw)Qqs{lU#lq72UKfUeUrr_Dx
zuZ(Ejo}Kvx)GLpR672}C)05pOkXb>_*G?w+xSG|1rbK~g8}&_1qRn=V@6O687&2cY
z47)tfze`Ej%+5H~`t?z+wIzk+iDj4!aqbd_ZTf$PS#{GJ%D?cQ4%g#tbK1vCNa#<8
zrFg&EnwG`F9%V7NWGCctG6chp|0wf|v!_S^PTM$9Y-!~&8atrj=DjTcyaL43!{q`d
z2pv@VQb`YJn~C<2hZdy%A+ws8K3(|?7;>60p|Li6rupgVW`UUEtp1!*sY?oG6yr(K
z3e%(gNM;nH9g8#1_E-7W0s5F4QRR4~Ykr=$hd`!u<<POW-hlz);NXGG28pO$<5Stw
zb$0@S1r#$P3FdHk6E%eEZ$yEqY2D0%5)=5Jw$9AbA>$i-^#z3tHMx0Kw)aM~7L+|C
zXjT`)!%cuc;Hz0CEttNSmuSTV1ekn@g!}Eff}u5mLp$U0b-y}7IHXmnN7<EFNI~lM
z65)%XHK_nODvAG6#KG0OYP0Y0(NPdX?XSdFRv?{(qO1q%Rk5@%k{&KpVslCu79B;I
zGG>Hst=xhRg)9a9bXk=yZa+&&>H0hv(?=1nLwet>^>5`7{H?N8f9ZH(0D^FnZH(yd
zU{3>)NYuaEM8^M^ClaW6!l_RYtVQCBr>*@MhcjYqW*dxh)^~Nc+8E`f8oZV%+R~Q(
z*1@EnEhs;vD3sGPc-uGr1Zi`uIlj5(8A_Ts!s;l>7ZmicHEjGkrLNRSWd8j`y-cnA
zAXGMG_q%U7lKRR0!QXee9`}b4uMg+pcAcKK0~>uMC4~fN4)W`Mp9Rm{AAEeg^}3#r
zyzkZryIxtBn$GYEJ={<dc*^mQ12-2krG{eWw~g$V_A4g%b#t?I#n$52`X^4UJyM@h
z%i8DmXiBfb22`-dur9$IHr*px?IWq+33Mc)xsR({Qmon}*x}-EC5JJ;u;A%5T-YBU
zw9yB>l7zgL`~rpaes_6N)*n(<LLKGpd8v4C7`}kFf;VjC%T}Q?NDO;t+Wn2yZWkOH
znlkreLqo|m-Z^o}rR)dmD1DW*g(c7pae6CN+g+~KD=K{SItW9fr&F$2?kEH3y|>S*
z8vhn5o6XsBlbo%Fn1Tnlfo#qmd27|1U0yF>&^6vOcsLe@zaV$v<^|I*Q0itq4SEsh
zpHl2OEU%B#iwg<gPIh$;Wi23MwKz9EU2}zcedaJB3QfVltlv0|ZK41YkTZzrr(D&a
z!CSHIQ=2K?1Z6@$M||=s{}?@OLGf4tWm0B1U&swfXHPM$^@iT?3`K1z3Ye9yT^MnQ
z{18c__cz=H$B(ouf1%LPdor6!)tpuc{|g}<A`&)0G-0Xt98-@X{xrf1W4!h9Sp0BR
zJZm}6HfIyL2>B=C6UgC21H*jsG(aY)#4?b|q!tSZl~hEaDhm+n?jTi1ocRZc-gQV;
ziUvlnj~o)NT-(_ty#8;>HXA-ku1KOEjZYTP52p(hN*A3XW<P7b>HZyApWK|Q_1N7h
z;<j0FfrbFM5@)%rnURv+L~N|xa&7<Kp;f#LK#yqT=tlIvR4!H!s*m}srvXtRk;-ev
zd_qB`ZXh&F{V$MSB_yUkO5l948J<eaiy`v<(P$k4k$YS7j`l%WdAdUNa^-KH{MAV{
zl-3Z<eqvm#1OFKXmJGB;e|7K93Zj<O%yQK_7dq}<j0U5awv=-CQzS;kkNeHdQC{c^
z$7MsUaPhd22Os4mGvJq*KBYVZhp2w;vBMPb&kmPKdQdIQN)0vC$m&Zsgh{vYY4EKi
zt^~c~Y&KVaFgkmR#6_Q9%jL8b(151jI;np9mKETxHIC!xDQ!<2%8huhl|!r7g#pZV
zHA=5;B*id3&m;$aa7f#kDzhT>w{LrnY}w>e=cb2$qca;QDH^iP2roKxaSDW%B8not
z$iK`<UAWoURInHco8DY(!ht~~5><t0Jgv~U{NFJBo^4sY?zDQ0twiU_mHSX%pE$)=
z7t|eJ9>m69jz526gU%0;%2h9CnH(A_=B))#2$kY`<faBnP(gtw&RgCqX0qwsX<uf8
z>V{itQI%$?=!tGosZKXn#@i4tVZL;!(t_d#2)T?pl6*Cs!MyRrvRC1b^$R2N-cS-d
zi>%%qx%9OU)(d)n9vp3v?5vfx9Dwco5rWXK)eud>#{IlC+|L&ucW$sPI>llCn7u-u
z2acHdcjtM21(UwjPJehPE^h<vEa7j8!dtp~&MfpVkGK%I-1ErF7qh%^RWeo7+Pb=U
zYA$q30|bG+WHndQ(5F6LpOoiy9Db?buB{PXj!nI?+Px^)gvVgKG<6ggW45_gM%(FI
zLqTK<jP-99+}8q!pDnGf?#!i0SuP$?pRV!F_$-veGt>N%Q7b<V#f~TSYF3_Q#428`
z7Rv!+I?BF4u$%gY$dUH_!YAjE8}&EzpZ~NgxEw5##E-tL_r5u+M@bPeT`#4-z$$m%
z4n3q)o-72k*bnnYOuyWC2$*jeB0<#D*9H41$QFLk3VzmtezmWXc=&#E$XG!Rmo8qH
zI(z5jgt#rvrAqd{3~&B5RZ|c{6b_v~STsDbn0OngMzo|zsj!^6@PJd$cjrpAD)iZL
zbNp5&84#CbiUuAI3y5lJYX{5Jp-O*LCigF^BxcEdO38?5Rvhmc1`F*3e?dg<5Orvn
zC0skKMM|`~#c=tc3jq{PwJ|^w*Vm$fcTah}Un<9~p_OKzYLmVq)R><^BM~+b<1qCD
z%ky08>I7o);<NU`tG|KK;ibGswY#re&Wd);Kzi5@S_mxNjY|2k6WB-LJSCH(I#nRX
z^K#nbPp(2X(K1s2$JYdOzLt9jPkU+MC3DFhMa9m_Np0ShY^xAKpk=juS{_)A!aSn7
zo0cWy_P|M`ax)^5U=)12NXyeH)7f@PuXV2xG4MmTI77Gd6?j(kdDHd=rmxq><TnS2
zv(n89D);7*550+$4=eqz%n%Ke@mcTkt1S5%1B<GvTy6J5<m|6k1ww;@E)zCb;^jSZ
z$!n#xXMJIQZx<&4NMzFtWT^+%wzw);e~?Nu%=ra~;?qXt(RI6+b;E0xR+qP$lb~2#
z2L;!<vI-xe@WaH(PB)wp-P|-BoL&EneSzONc_#Q%K$g@0^4ieA+;q|L)B9faZ@mRk
z#e*wESH>o03e!-5eRpG6OjkfY8IQ&8?(EKGc{QrZ42WoJS4;v9p0>Qhl}4wU>^Sw6
zGf(ehd9ba~t*@?@|6(%25`KJHS4i`0YLpZ`7j~gJvVSK3r?C-a&CTnRyMwFJn_ZY@
z3j}J#!F<!uV=rF~Ce5v}YE&}5b_jZZygwa37$L+ZL$-PciYrW0f5k17*G*}Ny(|jE
zyEb5BV0R7h#(YlF4^c1O2`+X#@@l?!oX`Z-ReE|X<m!p4Pj4d67P}4pD)q04>22LI
zVvc&v{p3Ue4U8QN(5w0r7+Pw%U<I%4@Htbbu7)f5#Q~#~*%`^II3SQKrb$0MS+F|d
zWU8wfQm9`?qt-e8YY=6mm+2KopTDB>4VeU_zdskSWsVi(*bE9~#+!ar>d_8SH+K(4
zd2fnU{p#ymKz=4)tc#HdlNe#92?-SVR0~wb00KT33UP%1K9i3w<DU;#im1fNc)d3<
z_`Q?Ef%7!_rl+wt{WlRm(WPEM2QDwG0Qw)NT>9LHiF9>iA}OW1`XUE+t~Ypff}G6$
zxf6moYWg3=S%~KIBtgpRd_56Q<f6mx;gN~50{1oS6*Ylq!}|!C+*fGce%;8FzYbT6
zKQ!6leW0hGy@|G7(C;6Rb<}!ZH8RN5lZ7*;7wU%F6<UvG0?udyho5N=DO*ovXLwu)
zfcdq<wV2SwaY@*)cTK6tG?PPtp&F@ZyxFb{mB9W>6*LvnsKyt6&V*C$+lWCyy`JAD
zzu!LI`LV#*rzOSuRa6vPM?9n^Mr1rlG_SwyaBQi;i{^wT2yUh8)&1}Dx>toMnu&{|
z6D9-%>11!0aS`n|^Mk(G*>G1R6Z4MF%=k<)W1_$~r^m-OlfIQaT<|vMc<KV)?Fn8}
z1-H8!Swdoce0*ByKfcA|5)ynsv`xcEn!daYoZ~e0iq7H1p3HO_o%<Q};i1Lox-ceg
z1Z%1N0tE(j`A3z$waG(`c};!&g16rH@2!`&`%=^0zRwqbR#)*Db%W|+fLA3hEbh*5
zLUk8(ne>&S*V`B0XzHSwCD)%ka0S7oB&ck1{)+p8)Gn<0vt}|B4#As20S3U1_4fK0
znHG3+h_&kdyvjL~Yz9DAy*Ckg;p{)O)^9?4f-4@~p_>%vUXF2sYhK`3FxukCj-E#<
z=;hnhWC20;+Usz&kEy5VA2KM|LrA^X4dh(CHp0-e)oRnNKZ6y!4t8^42Oe+yClk(T
zdNGE6g0Md#K$v#iyelRn_nntV{p(A0tTNTN5sP{@nU_*yBmj!Dc;I`bG9P>ih(PJW
zRcfUV4S$>f)|@Q%ZEw)jossN~gO;x9{L$h!r(luUl)qRwWB(vtg}y+lD^>xG3fAr`
z!E6oR5gJ79Z)^2an>%{ZEPAM=5l%u<?84j{+(`w1Rr?<qlu9zT94HL1LYi);9X~%n
zA@N-WT^f3MG5wa`486d92?l7EKRXhg6Ky|ifxk*duLNk<Z~TUA@<NL&lI&DsD`0^Q
zoMh^48KaM<rWei`jc=I;OGT9~q#-O}h{}vG$@qeomIpDLG*FOcaTnLUX&;;pA~(j7
z{=XOCgLrh9q>m33w$D9^pDquaeW&^?1+-0leG%?!k4BhyE@V>>8iepDB7BI1gy|_P
zBXsSA$N3s&gB|55nRC!D3nL?ck5x}72mp44$kCc+e&tgwzUcckLbQE$HqMJc+L4l|
zI?M}6y9<=%C!7YoQQxz)rC681|BtA*jH<Hh+J;e-l5V6V1*E%?6r@qQySt=Ax)BNK
zlJ3|vTN<RhOS-%3TU__^j_((aA&d>@IoFIM<_e(yTC@+^QWh-e5%jx_wnbZ8I+7ih
zL5R@hqHwwEUUigk$Y|FF)e9JrwD0)uSL^T!F~6R>f}u5u4B#svT{qx3Wd8^cf1aJt
zm%UxFqcd^|7F52~lai+d1343K5^Dq2WX?P4t!=Y#<M2DZ_Vs1OuarJ#jggT!x2@AK
ze6A7x02hKo(TU#P{-8i}o+26dqZ0x7e1#6Ogo#;IVLk5*TGvo#Y!KZ6=-K(+UW5kI
zhbgHwlT%HwFqvxV5of<ldCbSvAlA?*KX>dyWxDtzRxeU_m-3F{myq(;aPIF|qy~85
z$f!r_^{E!>f9WX@9;w>G!l<3aEPExec(JxJTpl)kuc^_RQsm|``TAxcZSi4n`QGga
z#{DpyOe~&GxtYb`o8v&TNAC(G)tczUqn}h^n1bjt4a;M<=R)so@b{nXioe6SB*Zv6
zN_c{v(#7f%==nl16bA=R-67=SEJ4~2`?4?QRhDG!voEHe@G7VRl9WKH)k@u0?|JuM
zvJG(jFC0Vq7F**2jxD_HoHF^~etiHqY&b4yPiH99@OXt<t-;`(i0DPre2K#PI`+z1
zw5!2tyH0_26Zsyu|4)Vlutl3YkesRc9)1v2w%f0>*sj*ObGP?oX2OEJ`CzcFfR#+l
zM_nBB$4&Fex*3lv!gQ^g$9QnaTERk(^^paugB3iyNTi-4V+CEE{f(YfBosYXZMmVu
z%<e|HecjRstL0n6)y$7^+G>sUT;$~b>OG@i^k5GNyh+a8<|516G&}HRiT?xxgP9vT
zbM^1t{6~$Ms*AVnB3|gT`~l!4z7j6X4X3;oEBtD3I?;0N{m55QTWdnxqc?VMF!v<S
z4OS#p8V;i%?<|8;47MC@+OW14-?R_OUH9XQu)8H>Aj1^=BkJWwglgBL2jen`fahn@
zJ3fy1>lb)_$0;c(u-*@DFnNPB(Gd~+Q}zffYI?qW)DgDfOs%}f8CNAGV%v+wf-VO{
zDDd!_$OMfqdZL9!+=!UQ9TeN54|r4@8eV?MJM03-UEf+ZQRu$}fe@dT#-UM*+|d_T
z30F6{w6&b_J$;DV#?GTVTY<*@sqM`~DOTp0sVP7pHwTNr7B&qDNt5~n22uMH5u!c(
zfF!Yvzv<sD>BloU-IdJ|Y(4PyqnhCCV~r0#;e?7M@#XWi-X=e7QDC;KYBx;;<a}qi
zB#mIHXD}uFv~N?1?HA?Un~0}(y}=aop}OR;&@wUEuA;8%5f+5nW@dpTDj#2e!|3%|
zkNLM-c31(A<D(#qpdTMLu8%jJo)L4HW0gS8YYGRB1?wG?x_}A=`nd60)BmAd^rPxp
z;9oK}gLC2dY(Yrzzls+<Z1j6aBF$#N!pqSPMQHks?mL<|T4tAh7nzJD0)72W?UL!F
z=lbrv(He44j)s<X*VpikY)~ZE7Da0pg8yA)&Q6d-B;=--(feexGB{1BgL1*`ni=Og
zlzsj7DxBvzoIIL1U93m}P2(c|tv*Alng;tby}AqLyz9cB1X;xb<#B#*Ly-{uXUJqL
z&Zj4A;{k&R;CoRjE=LWatw$Vs06ELKsrZY}tpS~rxZBu4>NcP7IA+G_i4yt~AV2?K
zJ#<%xp0M)PpnWn6aog9#9(79ypm<JohuW4Y;`XK@Y8rKqn2TazY7zMjp)kJabOyy!
zf#LQc5hd*)D~hJ4%k}o=W@iRGd3vT+>OJx$aqqZ-KIOl-N>R}Vw@Y;Pec8Z!SzU#h
zr3(#Gt8<~TS^C^rFsd2zGqu$DZfB?A_{4sbt_<wyyCpojF!u$uJ&)%(m5GF`N<^6j
zT@W%6EXd`mewfjieE~C+o55T!V94Wm$TC-hG=Afl!l^6#QJm}iXnq8tuzs{koaXWI
z4)HmpB5G^nh3|gsmsp`Im%h$DH2?!ze1}mxCb&)l&=XoMw-L`L$g;a;Xr}psPDytY
ze?cWPhZG{t7*HCI^6&Hq^UWnDDkf5Y#7<hJ^SpCz{y0lnE+xxL*hTdo=3h5&qV%Vx
zZL6d7vDps2qtiltUc&I+)^<jPY}i$8KF(SHmyn;^!^kjD<`7s4L2-cb^?BW>nb-hi
z#)#j8tv<SIFuEM#2g;>cR74rEf)To_LLb9yq5yM`#y^3HAqZ3s(}RsZB<6qj(Mj%J
zutrF)sVDYBJJL+ZW@Zzs?bYZ)jac>&nvF}ACCJsacID@<u0`gxJo}g!Kf9gHjLRkA
zHR9p)+3%iH$fUHQ!NQmJOj%ElWO;EzYzadf92;}Iy*QUYTo|KfOGr>~&%EhRIQPrR
zVTdE@wDU|YzZnbu85|A8%b=t(HT+xSrB-Y3?*3j2WVN}2c`2E?7uW3CqqiY$MS4fU
zetr)xU{pJ&?Rdg7-VbeU;jM-<q3O;35JXp;>~uJ>zuh`(?(SI*Ppaz_W06Y_>*_5q
zDao-Dq5c8@%63FBVjeWv>PbFzm*n8%kS6kZ>U5u+T>aw<&4ro$@$zfYdLM6C=80Q!
z_RT-thAPiooM+fa%O5{~weIInt5;vyAG(4)Q+00mZI4f`#yUGXFfgTF?BVmSjoX%5
z=vvNB-!w8M$U}cqPZr%8e0-8nYd)vkqj6{Hwly1gl6JE`^Kyp^;E<J1Tfpd7eTZCG
z5Q*=2?!W%7%OwfyS$p1edEY~B`LU6HcSG2!Pgf5H%R;O@J>kl9yn?(Rt~Hybx39TN
z&-7cB0;8dczcV*NZ&ufAJGP!+Nqv~4ySJ8q9gT-IHBr#1UbY|bNx{{wSsnQ2kqo|o
zkv}7)5dJ%C5YptbEcWCb>2y1AL5NuIBJjdc$jmtR>%#Gcv#^SaAm}osJrC-xmrUco
zatz?fudyOq7~0JgJBmKa)OUzew%uBZc-$Ya(N3`pz>#iI%z3jhT3UYayc*<7VmX6(
zf535B68NhY+@EU|B@}YDQ^#$tN>fr=%53Vw<p~DbDa9mdNo>u5$j(Q>C+sY;B?M$<
zXm(3V`cd0yehLf>Lo=bFN2kM#dS#P$v~xxwEiCEjPIws)E~+LWZ+Y_ndd2s22GW2W
z$ek)_2w};g0Og11Z*OmhX~u!D(>c!l{THDK;&~)a&V=ePaLWaKSop^FTrDmL_rwg<
zPIZj=`h~AGPkYk)-Yz6VoTwo-92m=-L~w){2cQk7h@}ronO|4(DMxEA@QB`KY7)cH
zbmj92l5&bmNC;=pEH^m6(`0rZz~v9~3biM#>%O$6U@>)ZWw+7#Wv*Wrmv3;=7oeTQ
z*Ti>wY5s>E9+*+)jnabIE&|KN@Sm9gUVSd_+e)VKa9w8{(hNT^YUUAKvyzU17$*cH
z6M3_SkJ|0}r*3m_RpFeDC(8rFH+SC3sCG@y9VVGkPBIa2LBaEgPJew#Tus}VmYRy<
z<I@;Q%(8HFca*s`Upv@J!^)5!3OtS8#NXkzUF@5wMop6QZ$!A2a?Nc?RGrQZlLD6i
zn+;u!SZy>8F<Sri*A&`32e5OW?AN`eQcj)bm=!Rr?$OBnOpA)-kS(NB6YjySH?}qX
zz7xl%--nj`hE26>KM;j52;69e(Gg@TW{|CRa7;kpc5G0CrUQD5O;z}lgSsPT0_g9R
z{;CmdYpm7mjZnAj$6y2;*$+W?+Z`&`))#Ky=gqekPX^b%?DU}6L|ZmA1jc+0U)fvB
zzAzmdbF4JmLG%>T#ozk__*9zsWZNj=nQZTH!dgpJu>tLlONz<kf)E8&-Bd4(H&U@b
zbHFWho14CQvfu3wkKUK$B)ujpQ60Y|yaL_NNQpT!pvM17d0=$}=fs-I0wVV3ymY1l
z-E)i<1>a>UQOOetoy0g}=K(&)M17)`9%PJXjyE);){r>Rk*m{{W%beu=3|nh@qUOJ
z>U&H0yk7$wNz|(S42<(xmQjH@YSgC0|3`1<RHPy~f*O+qU{wkL_)L`J_3|RE`pV?}
zVS=W%z0WvoPrB07JIP-1r{nE<4Z6%?m9!pJ-IhV#Fm-U1g>O#Is_S`EDoHphSQY4H
z{}KSu_K-c-ZRG|YaD9?~#|->#z&Dt`GrzjJsKRFERG4?`k)7}4FmV|KqlCXt8!mAL
zuWoLJWO#3fZ_9R^w81kdHn7gW4F6N?95m~Qwz^)ZX0?PL7=vy*6&v!)&C6~vX827c
zI$Po=0IZB7HnF(MakZuGI~@-<Z7;QeH8{<Gx*EgK^UcXjraqx0?rv|-lfc+*Zz%Hj
zg&U?8)SwVD<*3N|u$wFWa>mZ4(y+l&n!Alm94$0-e)ZZ7z$(8wDOu=LpSdT5R500J
zE^;x~`xs6s(jzhC4@N5$cJ_@|ZqH=#f|DwK7Fa=v_mjq8Z>577G@6Y>(V(lVh-xDm
zTn>odu0QtqMSj-IvskIO%0h$v)vgC0`M{Q=mVv!{XrV^RxLKyZ3$T$ID9cbE3VNLh
zcwNs*(q}H!p&pF=*V_tC;nJEA9nmJ2$ycuQvD?v8<C1PpzZjj;yaTT9-mp}oD?EwT
zh>s(2`TO%{D$sB&DG0~82&OIZ3#Me<1fk|Zp7fBHcGTtfR^vZYQOiEShPQeo#_iF`
zki8p$m6DnTGZ{seU~x^OGu^+X7VJS-i;)}$FYFKN+zFl;-@mqV06M^G!RePXay!c$
zsakR+n-6o|YgEz(+hblF7`5<{irhBrkaz9YC!+Vi9HPDlw4dIX9#k4^ECWEwfH?3M
zplM9*{AJC-90o4s;7m<BQ2(_0wTzxLr%YZVHXEOjQ*MT&l1Rs8)6s^GHZqFg2`__9
zQ&Z8L>A#-AAl*zh5%fQO`!n{iu(w<W#NX{!=4!X_neB*Qe&?@n?njs?)Q)wgq{d|u
z^h3m&Ya1F$cE+xb0S!Z3T$-@;bMjo29}w0M=Hyi=i5}N(1*`~NYH8#T*VzvZ)vfzy
zRT+xT!CInAAAaRqampSPc$Dq(?VhG{E{iJj&8;)qY6U4w5A6|cEXu0S?|htp%5RjJ
zGot4k*lQAcyZ1-Q#=aZ6R&~Mkm-{?EHa58B?r`Ny3Tn8Ld2xLP0uqD?#EQf(!+SqC
zU10Zk_nkX{je?MuLwYyKu1##vG)$5)yl$tfGS&<hd~acoCeTjj{g0ycSA4q*w57kz
zV*$7~%Q##C<X(2tT|WB3;PzvwUNAKUD*0{Lf56YbnNCYGN)@<zMd~vF{_>@@FFwNk
z){l0Mj(Wsx|5_yDS33KG@d+kDhbKq%-ZY0C2Zs#q)@#|idAt<W%6ia8=p{qGG*qtN
z+$Qbrjuuecf${Mn=2544n$}NS8-o<P>3gh^=4`0ROaWB2E0e8Wc!ck{=eb$sI&|?E
zyR(3rBF=u?q5OQ0-RBHGBTv>^=!?tSyd4!EM#jtS@nRB}!$$oY`vQYrcO|#yr#svj
zQ$#;E@V<P<;{}84_-zWyZ?=R7Cyl+;4=PR_K`0&Qq#2>+<5yYrYL6NEApOf+zBe)1
z1b2uv;S11>t*=4YJvDI0+}{e}S4E6DyD2R>YNQv~W<-xiv=%(kKJdy)mlveqer_!@
z=T+n?VLTYAF=#e7-VZLVumEX%u3$}rlmt?4Q{g7==@+h+dV4k^;IyY9y|=1bDj4nR
zJ|#}|Vv)T@;sWX0@yctEP4X;tb1l4z_ANIAR5_wfZy9&1o$zpXzxT+Gv7;3TUwtkQ
z(*#?+Zi848{wywHEa?nMO7<EMiysG6>6A+I887Du7J8D$A}kO4;8jC;2BbVNbeu=Z
z$24JlfzrugEH4IdA9{b+qprP2?Lp&#5&rx5+|GcwqW~L;%H^OnG)pwO3V^-8uJBeB
zZTMmI>=%C(Y^X$zUrt_xH`4oj^;$}rzby*-a+O|mlz(ttZ`Om~ZzFp!;xNs<9aQwc
z*-dM<0u|s^oeo62o@n!s2rv@izvI&kb6Y0ztF6VEDkroU?P44obBIl*6Q<00b3YKv
z4n<&Oyv5P^DiV5h^cZD(v>$-^89-G8;VBXRk-hifM0SPiZGqE#yV8P89xGYRS2e_P
zUkH<{3N1cOADNk{lzFFA4RfT?<Q-foPe&DT)})~#-}qRFjvxJ|%gM?;wd(!(w8Syp
z)g2z^azPb~y>cIz&+T=K0kE8vjg5e*(spKRi)Z=RU-lI0JG4%{yCFg~NG{q-I;9sB
zj`?LiFpmQ016|EU(uCmHOoNFV<{A2AmCJ5AKi2}?NZVYp?iGB_P0XgK;SQ(*7Yn=p
zqA1}~FzZ(OkIj!EXC}$CK(JQ5Nz@)xEBX$zlA)JMY(iJTCpJ;_6(QlAY5QENTQJLB
zaou1UskCf-rg@y+6bqnNus>TZJ7UdGp_vi~B5KHuJ0wd#>u6k;&y9#-eNUdYZuiHT
zY`wE@vd>+y<~&dSJ&9XA5YO0DpDyNnGB41WOms$usaXJTEN07A9_>Al5p|4zsmH57
zb)K83B~G@fz0%2m3whf>;N{N6d?U-FUi#iVIm(#_nze42oHr{!E-Xw^QH4pyA{CMO
z5v^3v(3q;db9ioTzo7@8!{SW>!yYUtX(HFr{7eN8HN@=19_X89_b)RLU+5+VPH-jR
z;z6SuhvQSDkY@#%_;f(9uy@!_JdM<xCpRt&XIy+0oy#)+eeSyEpi!vHg#M;gC@7n}
zVQJn#h5Q5iiCNH^`KRM5W*o#Z(}MNhXv26!MD+rNHk`}LIqlXvz{lJ4P(Gv7k*N`y
zlf`$dAY*S&6vFM%G#g3k=A!LZfA--jOSGMuQc1<musFm+V)8I0l5K=<P<mmB0UZ+O
z_)R97Y|t}An8aU5u}5PPSiU!D%w}N`d`o!%YILTCvM!)p!hvuC#m4q?B*skqF<zO;
zQdjMOhuJ^n6o9dfHml=U&3q$ZQldI8U+LzJ>N7Uk=;-KZw#9F<^+9&OEa<R;)>Uft
zH-4`@;e&x`fo;@N+YqE4&NRQt8QfwQ*fMy~$awg*!N7OXmu<;soMCyF(n=yfJN?%~
z%YlElTex5Q0jGc6WP0nrW*`0ZZRyVQXdAjWjWtrCPql<|LpC>mcE=DwQjPN+o}=yR
z%~Bv0Ud3x)T_1sP`?a}>D1DWZlJlmOk9j}Wa-=^T52g{Lhx*zQqJkUkmh%B*Omo!v
z$~t(`lw0{I{)$%>{>}M=Tu}N*SJ##fX#w5QyC0CxB*$Z%!L;&0<8@x5-f>lc)t44<
zt>if9I=s0N=eGYxW-|DQ^&PIfXTsbgHa$H&TF4@@R8!(VecT`4?q)_kO$C~cb#o8<
zrwqK1CFTgE84V!RnwW&U_<sK`7F+KjNIHqLmJLjYJZ`MGX}rp&#A`xe46xu`4cQc3
z#SjjV7ZH33Bf0Tf?aUK){v!;v><w(SiA!KplUoLjIXxH#*s~tnzZtReq^4Q@GO2Jf
z9TEugdCdjnpwGQ3=s}LJ>YA~x5nWM98iMPVix4$6`xl_n{pOSO#yo@Z0GbOC^L^F>
z(!iYGJrV5r*p#@Kx9Ty8-(te79IbS4Bl>J?;Ou&RQ8dilNVgD4hr+&GjQyE9=+>0i
znP^_!>{U9ab1XGpY9mID0f%B0Apl+e*K92-(~@o!=ExM`muJ4{$q&JqDrqV>+nTE>
z3$ukD_{j?{2F}bR+Uls%p)if)6!%1r10B0B9E!h;piO&*aTfIi7d~DFWMh(+huG})
zz$|%HXxHa!b&a`H;#qjD*E06ji$wA9Fq6fm$?nJREO51>6FE02J&Dzf_-{km=3N*6
z_<BdyyoJ=OMa`a}8a^(NNXT`y6e)Y1tV=a+zCeUIxGnr~rZ#J!N~QbZu9^Q98!bl=
zyj<5$AXyMjJj>pQUs{MLQFe9g;}KC|<+(e<+HJ`_lP<y0dz0l`UDH0vtV$WVDTo<0
z9jEbI3R?7B^`#m%`etkM_%Ib4HyLns@5M4?&4PdT%T-3Ti6#8Ps|1Mn4CLW0cueiQ
zNcle%3>*gP6lielYVF&y8+BRxvIaSuIQJ?VYcx*<1doQ<yDD2w!@9=2zj*KO{l%7E
zJ?M*ey#5ceLRd|9sdJzN)d#u8{0!$mU>-R;*mRinWKtD=wAl>-z%Ej*9xoLX-ibO?
zz2dOEt&TEKF=7oI%IHhPA>X}6<4$!VmgBrs!@5CSD#X?ga0+;1?0S24(urVb=rxkF
z{`3(63gv|2O)tM!O;F!$NGY{{gCzAP%>H1`F;(CW|LQ3JPunPN?4T&KljN%+<ui`m
z`baV`;tX7$!U#T<2!LkCm^e7*DbqWKbkob@6&rM)ZpJ$NOFpUoW1WC{&kB{b9Ch}M
zLeeeVdH2H1jbse9f!hL|=UZ0Ps3|KOn`)N_aiD$-Wz?#Jnb5_Tm$M<;KPU`g_#iIs
zaDRPfZZ(VF#T%yBEIF7(4(WWS>8jIn8~+{P0B=VelAoR#BtO`<K$iN0<ubn5V*G0l
zwOOm)k+?7%Os4;Lb6dIhl%T^Rt8&AcVtEz3X}kCeuAYL2htSzVb-meII=eqGWg}}x
z#TDSdok?hQ`Xe79dkQ7Pv@0Ky^PIl`SOhWD02`-I-!y+-*5Day*<FS+T&PdO=PE-1
zfIL}Z3V>wqU;F5%!@T*1F`nJpR)gHI(@0nT6r4x%Pr<>n(K`w!OP*~rB997Ea}dpb
zfXCj|$R+zBxn(;4#nO`<A%G4tT?r!v9$Q>i+%Iv?QSdv(*}rSITq4K4cNwvm$w<iP
z3R%TCK6heupgVN);3L!;8CN<vm_ypFuK7}K19P|}FT9ta4_Aw|O6b36KW)dsKvK*9
zlKb;}nXD{90E1(-wds`Ppi|@=aIJZf!g~-#L|6pHLmwjLyK6b>TgciL?Wqsmx=`H*
z23`mTm&O~%Qxqz;yaYnbm?TOGg-rN8Zfa!^`Fn)Xq<oL)*7IK{-Jm?n#F9Kw#p-o0
zV05SOqr*_UTX4tluWL%nr3pQG%0BfZD5G@*AH~rQ1t${VA-w;ug-RH#x_pZvf}k%#
zPWv$`7sl_!A^63JY2rVZXuD!;4GFg0A1zhZ!!qs?aif2CT`ukC4eIKrA87N)$6K-J
zrua73py%4OW44Jk#EUzcxi04;iWY@{LE38D$48goIrM3_ir|Bf+)2OEaGG_!00A8j
z6=5P%&)Vt6H%jU-eM7@Q6Tla!mb+gYbZerAils&k|Kzl72*Y|$YH;ya`1llaDYT~3
zK|!c@YA_}A_|!?{Vz-@-1@2pI+Rrowob}hR-Fd@{6@kpeDQlhuXnY^|Jil&ud7cc@
z8(|ykd5p<Ll<+UC^BgY9x7|Q93=ZDXS((xnK$)Zd8Sv~6?o(=!-E2%(<FnCWMn!F^
zOR6!Bw{Rnom8S__;bTO8U)|PAKMQWi+F*yK@m%2>3R!jW27T_nZken#FEYep*R6=Z
zeIke85C^z^=l;Uuc*!CW9brT)8e{f2rSs93@83Vxh^ba8h1!xaX99`;CF|YkH=O|e
zGg~P5q1f{qHRDOXWR$%$1t^DBpT)vyB+gEcB>)yyDJO{-et#e=C+CMTR(N%F^S<Ei
zrs!4*W~sum9`CKm_<2hMjZv{YN!HV*NU!aonTA1*l}}coS!m;f|HRQfUbuM|V2dAd
zv`)^=c|}CM&Mk7XJg~rYOQ!nQUfVNp-1D~4?E?nN9=y4;oZWr3OsAlGs8mKRmoV#^
z0*#E%+8amxfi=AHt@$5bzw_)BGJdO<CgWf@a`ml{Lu5URU|`B}1;oGB;u29}m0ccm
z*xz@GMv#d2FiDzEyx+<DRL6_YX@JGbc81cLo?q-Etrl7mqfFWMJA%*bU_K=0XFJe*
z0yMLO7C;0k&e(BPRhWky)^mU^qf?<L{lg2lh0Cw?0;XVH4TCfQ;f%<`E6VTX?`d1-
zMbkgdxGME?QJEWMC%ML(Z9U^)l>Z+ZAJHE6pJZdxwx^5`pZU)z>Q@AHgCF=E!Jj(j
z=8y<Ek$=C07z2GUX&T?O9&yLMnx-Yx;+CHYB`wM;vX~$meSJOBFl|feg=RXP$5>oh
z#%gjSMAmCdbP5^_pvk8NuOGvI`TU0P;o}^Pf7z1oX*6|680EWa0u{ej(<KqKj5}D-
z5TZA-a-nwFLECGL6hS(To05}Lq5r__$qwPLm@cB3c?sd+d5wS7CnrhyTCL6m0jGk>
zU-%(&hc^B*Fw>iRathbKUs!HQ^lx+q!on3|FL}?b8wE9quW#X8=T-3{m^^N=us;V%
z^)SWb8g5Se7=Rm^{k3h$Z*v~~HF+8W?OY(H#2w^Rlt!y^GMGS_24JmGnw?uQ17GJ9
zMt!HRY@p+hGUFK(nl2Oi)Bz{#-%u|(S!3AC{(HC*k#W?sO~OI=EzF-~MW_K@!phD#
zazFsE8jzW>`&i;)Z~LvUTjfM`q!Q%#63W)i?L8~a4_lv&03G;GY*{k!yCdwSX>}lj
z10CGOV>4h60qRPMO57M6F~E-+XAZHLbo0EG;){!lLm<6CsTIu9`hQx0yx&LQX5mL6
z_CfTrks2eSx%+gjOP;*zr_q}1xe$!ON*0Z$f7L@%j0HQVyVrXUsrZr`H(KK3^OtE{
z%$ZP^X@$XbSNv+I`+RR`M7Z4AXgZ{a>F<Yg-AfKxF4%7Z%L%DIwQ13X!%C$(i!cjK
zPwmGp&Hj3(#@{V>PJ)6l>rF6}?Kb{CKcLw719_)eJUOo)m(+4*(YmVXZ1u#p9%vJe
zKF(>Ip^1qoHu51rJEEXKBPtPOeiezi=627G;^#+V=P>rfD=f&H=>58`T9^1u5~d*T
zrON%I_uRrrSooe#gNBJ+t!<lHKQk|cKEg};*FVp19%C0k<p9FClmGw5+IwQYOPKk(
zD1h0SnUCjv;C46{Y}Gwxq*DekUa)KKn8D19TF2DXGdA=^jdI+gUQG(qJ^da|>V}|T
zl_a3$04f%PrEO(yLFIaw=<4v3?8uzAH>;m}!V9wBhTwc;&gcCRx|~;XD#!dGMR?r9
zcwX_!>pbh|NqGLdTJjuMLNlhgmA18W(}(~E2fS*TU`PCilaTO!Utkj3oqPjsbY}*X
zKU)**A`H;*lDFO*(zK>7y+$E~tBewT<r@yW-dH32@D57EbBosKQurDu%cm62U4TZ^
z$&6_~<-MH%X=}Qia%tR%r<ve_^&(6581w!0IUc|?JF*f#jpq38FlPUH?DCcYq)och
z%jmulhk4Jta4V@7`~qe=2KrMAqDg1YK;0GbIV+P6A|_OKNJ+-tNqA@zRg!}MFrYzK
zp20xC8|VWGoLY~9)Ux60Mj5om{S>CANa?dcyRGmEe`J`CuRVBe)Y1nAJlmE6q7ppX
zlcBJ%0x?Ep;#RUP<&z`y?28sEK%`d4L`h9-D%E{m>a318w&7T0#-}^dfZDyaZUhgc
zL+#`Q`v>PuT7Uk24(JN^$g%GfN#(i22jzK#d&5T?WCspQ72ohTiviLIW&*O`yuP>A
z&n2i%PD4rLrVjw%qsF-FGvK2^H(yuao>uG_Ir)IgUW)IdQTU~ad~=8|0*Lzd_s^Ro
zatci;4>uS5WN14g_lwPTCKJ|v&c*d%1A!4%7FqJJ@X|vMLrn;>u(%Hw79|@=<7lCU
z)`j?7wqXCYR|1d-I5;37+w`=};a)WR+p(?joEin%K`Ivx^x)wMv2k$$=NT*0pi_F}
z{kO_`yCd~3x9TlNNkB$ohOi3+sI!C8e8v}=NNhq$S3XN1f7%H!of*lSY2Kit_MD4y
z#%}kE993m*N470%eVk>4@vTdH52xxrU9dI=(PgjEcJ|6|y`!D1&5}+yy)?J@Yaq#I
zZ0=$8>oVn3+Qdb$oo>8A=Kl^t=+Do*GGgFJd}GuN?I|3OX7;i$ol*>eqou`^$!J9@
z)d<!f*p>|0cIn;Vb>78zmfnV7Y`XsOuN?(R_#m0gBDf(9Cs-$clcMw;;h<-cp=*=*
zag8I`3bTqY;Qq$tps|lPNVuMxKqQefl0}dl*>W0H80w9(%)k6_FHIz+g9L-%Y#zq6
zo62zI`0LkAz4HeQE?X*qD;t3>baijfAMhO*qwM&~#ka|nLLY#f{sUkalYqtvXgk1N
z?Rvza_oNrbVyeb>!iI`;@%U$Loc9oicYv3R5EL{dU}1f0se<MgDSNZrMl{tCVt%nV
zjcz$zw2b;MPRty0H{HgcTpT0WLt;fNyn~wH=um(Q11}?#HjX#h$TRQb!|PF;#D^|F
zQCCGZ%1_HW7d+<CW?S2!lNeewlDS#%ysfGN#Mi*Jfe<ifWjJG#e<by+f^{@?`R?;t
zbxILt<dS1Ftq@Yq(KpQ0-m~Uv(9xJBVZJ=ES6OqUGb6*JE4dMPJUjmu#;)Rm$?OPE
z|HlbZAMjVu(9m@IK1P0Sk(<vKQ=PNQh{CU(T`?Xl)8=AvKgaz(_imj-`?8o`%aaI9
zixLMKIL;(!rFH0E#x_NkIQE#b-Rns;>X6yYv|s^Go(UzChzt`um}?v+Yy^);#q(*g
z>G;xxbN5?-|1C~-@hPN3rbS15{<J;YLLl@pSWLC(5_YG0+3yzP?6-}N{`qFHopbFc
zpxN4)ygXdD#wTTa3&Wf<XC;G>R^%!tO8l@#N=X^UV)8Y2ZuRsujQR9|VFs6&YWr*l
zW+hJERlm*k=+EqIbGY5uBVB*Cjn7yGMhbe1etp{-zK1s!r%-D^wLo50tZPNv0pe`W
znv33OyN=0p^awA?>JLaD1(Qx#$1+~}ThFMu?(2u^>szkl3P*9JVJx^>Dx;2UPW|y9
zeO$*<4!oZ0>w*e}AQn<9@pFle#AQ#VOd7HH4u)8Y{;sXbrJiPuIHy~FhI|CY$bSF9
z<#OK0!vo7qxq2Z}>*TS6k`A@Y%;A(RLh|20O1E6LZ2JP{_QL!R_kX6XkarPyml%wo
zhBVi?^>ZMTO5lZ@EUtE3o$LTsRG^7)iFCZ(0JUg)Z77X$q8v0?LF#n$F@;`FpKmFg
zgjn#*U(cEy>Ehk-4dlLrm~`U1>Qjp0J%_Z)V`S2&N?<vyy?{L~(mMdKq*~QEr9|XX
z1eqw8-qgMj2ui=pgChNnFyR>@;y`2R<&G6$*@0GHYZDVeiOAWPs;cn!w~jt^deR7^
ze+$1vkK{QgWy;ql_Twnf{G@v`gK2>1PXs&4mB|IOqBMo0g`vxK%f0rGwZc^wnOb&V
z@7x~4fEGy3zcunzMd>RdAsMSR-0}+&PbUDmqx*@7e;5wXZM=JVer?XHrM>U=<xc`S
z*`47LadYvO_+tQqy1V{VO3#uD33A-=^lWwXXr8R{6bl&Zub!1n4UY1_0vmu;su{Gp
zupA^m40KS-URR9Xw>QW?epK^Fs<gtRDXp#@$h@{f#K7l0iUy?`@AkYb7^sDI9&Wlx
zo^-06DDLR+V$UI4(evNR>oy7hGCrJOQ+v<pjBJg!m;m~=xtSb%BnyF%kSbuwSnAUh
zrd6lu_+x=)FkvJx=yt_i3+`Fl5(tQtdM`diH@84AMgAi~fI-LGc$cFvAkHpqF`h>!
zm*F<R8zcoZa7hOj`T#{<S#;g4ifU^xEZmBr=zk5<jCaimjKt{5W2_FVN77r}0L25E
zn=_*hUYO^v@o5a=IyPi4x3is>=xAbA_tfE6|5-&_YkpE<p=MZUO7utjZ`e^+a(y{9
zJK?eIy6Lgrhcv=a!NOU4ON2TFp_cg+F*s=LP>40RBNx^AlTkOSr&9{L))(jG^e9Mz
zx>~LSb(V@CJLCM*-%s%D6Z2}az!xe***{=#{c_vh#r>>yTK1a9TAjRC>mh?1yAmO1
zyfsT$qqYJzC9M90%TfM!(OsRCIX2ohwr0X-WEj~1mTQM}rYVSo8q0gPL%LIdj~f)l
zJh|myUGGEq4<GtlS5YtU0;GY7sMZ4E%;r#}c0V}odfo7BIbBAsF9-@H1S$((Z*@0Z
zEJ0kGSW^u-EI}Tpb&{!ag1^ri$@h$pR|fX3e2vFB`~YSx=xu9!%W#FDJ6a=EuLNd$
zpt2kS-<MhdR7NwO7O>kZtE;=S16!C+&IHsT=K}Q&_PPUlgL7}LfmUN^z81TNp0Z@b
z%_rcN6vPW)3KiRiaZXMM3Y5Auw}ykc1KawC2!Dwagv2gziijM5H~NuU_0RaY)PWs<
zpCx55DF9M3{)&wi56=S>91!50Mu09S<K#r~hQrN9ay)wt)47rBh#@^9BGQZjSf)nj
zdVx=>l4dQ*cIGoNdDmV?#K5!r^@x*>`@TsoLH#F+tw(=z?Dn6>NM`G9?;2axNN|AS
z*0I~$+W3cU`90T3OVpM!oRNnfVm+~8(08>6P!=p%<U|n^sTe5G1k;^hKm8X>2I&Ki
z@-IO&>C9B_QNtmdb@IX~uC{&u>Upy9LMCYh6*NA^#Gjaf1Kq@fIf#RB{xp2%G2RnP
zbcn(4t4=^`8$%_p1HV;iiEL_Al7FSVp2D<X8oz#)*dMO5XmY?|m_I=Y8waTO2Itc>
zxw`)pU_`W^gaboBHr4wWfcr9xD%vrhwM!@X8!vx)C^H7u@s6Gzf~ctWR>ZdF-2z3*
z`1#gjo{|9t>6+S3=ho3{=I`y9FPPKUyT}H3I%(FD*^Zc>9pZG?iZ94_nGg~|egQ^r
zkY8AUUTg)JHwTg~fp|sY>OUL7Zgr@Ql8)qazaK(^M|t*|As<nf-#s;G<*!afHCu)u
z4SOV(b!a%HEs4jhlHx<vbLODcdo$t?ZPo)=G++{_Z%VP5kIR#7#{n-?l2QqzgH<Xn
zF8G1;Nfa#VePFHm&b@dER2Z?qm7DplpFXJVwFWL`g4x>&tBEJ{veBnW2NdElY_J-j
z2aoNXuS}z-R&dB9Rm?${yt7OFxZ+}+JIlo5s%K>}-I)XRYS15g{F{JS$i=Qk+y(M;
zYAdv>KxGmS&G5@;k#T|WK|o_Goxz>jkH6yd!e^&W?bTcA$?)ukH9E5O6F@r<@u*h}
zOnfZ|3(Nd+3<F{u(|U~Ah*8DGu<H)5K?*kUA&ytd3aE}F-osDr9~cM@4<`n=%F}y*
zF>qh7!(_UCRE6jxkXeL^m0<mkQ!wD)P(`8u4Ia1MsS!P|O941fv^}>di4}IMEG6m!
zNk}uhnH35qF7O|&DY@#7g~}g5%)kya`h%D$s6bVl|A+NlL{@)FzWP7f<khQ2*h@Ft
zr8B3JUS<Lx%6uck>t3^olAY+THy$Yup?Cr4ht>;D1QglHl~MW?dt8_!1^QIak3LXd
zR1gk^<|ooU(N(cxxBdFIP(^K}NHFTEgn0%!Xi!D`eZ#)a^nZQUbri<&fgi_YQgTFB
z7}Y-W4ft7cU*~vz{axkR6oH$~rQ4<e%P2x2*4x?D00Uzgi=$<oMv%Xn0bKN%&X&AP
zzDaTb6#_v4j<J~S6z3GMH-H~)N90n42S@;1t>P(>AFz9|*k}<Bq`A(FnEl?LcZF|R
zD(x{(`L87wQ+vya+&-uo>h9B;V421h{nXdcFHV{E;Ji=j<W-zEr_ZPz^$8$^bgG<Q
zvD$`}b#=muu@L|sk;&8G5CXAkV#ik=KGVICO9)C%L;VZ|*L1}LUO<cwFualFhSdps
z#V4lmm57)BjmgE+aEaXkMST@G!N82g$OJ`DQQ1^=-~1zdV8c$venl1ij&|q;jMJ%Q
zA2-Ugrt`VTNQ=jtg0J}E`#FgSZ_fN8BRA8gY|_7c7DzN=U^P?Y8m6VwWjbOj3gY_o
z><g5AB)-^%GdP$dLqA!$l(jkheKbYer&BUrkv!-2;O$mkOlT?vjK#p;HD)oRv_|9j
zNhwt9?0R8=x|q1E`ARoBzj?Zr;Jqc_=6|P?N;d=wo8sk2l67nsrJaa&;)m!hm`@p7
zJ}C`5!XHiS3Rut6-ZeI!{Ip&+w)Cl8qwM}|;XQ7mrraS-8LoVZw$UQz%EkGT>Ubl9
zaeKO)%vZI)kCvrh@%U*EL))quKWHr&8YS>&?gFpUOqi*fS3dzE9O6|`bV2OAC%NI3
zeyeBGw}HeT+5d5}s1>emV^h(@L!rcEUUBe$f6wf+>rrc<vt^JO>CAu`8&g5buo($E
z6S3EPPOGNCLc&7ZW@qU&ohNVeK{Jn~5G@a(<utgcdQdU7R!T;Cyjl9;wWgb!IIsa5
z0*L21`(zvNSWKRC6%cbB(Z(2=)uA;t>n}F<mpm1GgMueR%mkC0E4d>7`bQ`#$Zwzv
zRxEdc*`vV?+;jF&J{qr@s{x1Efb=&(^FXCo(Ed~Yh1w%Jo)iqsA*3uK?s&W_{Nx#)
z1;(z_tbTq#t9q7d*cr?7`=pEaQ=!xg!pV-)xfTW8fbNACh}D5y&QeRJBRT3Q{+?d8
z<F*i#N??!!Lz3DN=ihY0nOrGj{%<j1LYGStM>-cMkq9u{p6i0Z6rB_YsUgdC#2rLY
z?H8JZtCn#>B^_1mdrITnBQ+M%T(YYnF?4ehfO~w)(Bw2;A&hRb_*v{boG`Bs#0X=)
ziN_UvXEM3p?5(lUdfVjWi_6Phrs)Us8-fxILEkw0#v7SHO0TSL{l9caY#X%~x78ah
zI;R|}svg+b+q#_zQ^O60y}UJzoIBqn%>fWDDaCS6t#jxSRZ$0N>-Q)6KJPGlZC|+6
zpt!M|v}C;2L$^FWAvb&VwM7@=CA;<t26VWfeisqvQF2AIjwh-$xy=k3Iuz>nL%u*t
zr;ie?p;mkea)~#Zi=1jwH9FSyKm%bgzWL!9!e|k+rK<9;j>MwuYCy*`pO)u23jMg`
zq54^Xsc_w6!%JoI|33}+5CEnGKC8%pI~>_&kHfmWkcm%gc9o+xr=R13^%oIi+3)hB
zN$R-PS&og>B9cG9*rF>fHa?aHb4@+vS!o7&Lq9z81XJXe?5E67@)i-X>G_ybNryKp
zo4d!G4VsJPpP{5|@*Ad;D8+?o;8(wDY_$Jh3z_}le*#b%h;>sGV0z4n<R*uVwOzy#
z>(*2jO_c>WUFFkr4gXHGBng(Xk&~Yb(WXgnr0r+zzCw5Iu(0@)(lgf!3PpatjkuLE
zPRiuhOqDMwyWKgvEE#<pVM@c%`3v2d)!_;SG~K;L#Ih=XRFqfMoR4<KqVhOD3#wiu
zC8Za|QBDjNH<H-V&F2;Mbk^?^`M&IezW>=UW2YJ-YX&r@NuaO;?{bCPn%&HtMs<`J
z{ZB@(ipEv;T2Zfx6JX7XHi6T^zDrK&`RNcon4sFLvIw59;?;FdWhwF_iOBCk&cMc-
zh)v-$c0nWhCFlc7?&-@CcL=WT*SjNerrVf)oFw)eG<x-klqum?pTA@XKfJD_e3MAj
zQ}WA}a6)4CWlbY$aZ$m+-gJ#yN$JE_#Cy*|JEGAg+dZ&uM-i;ssh|len}_C=Wx_HP
z&vFCmV6LvTn>T1>yXq)(%J4>3>wdRgN}i9dKsP<noChd`^@%%j>oqnDErK^KF94qZ
z3{qxF%YtPQ;d_PvZ*}NjUPb}92$1l@sg750J}}F61U;X<nNQ|$IF+@vcSo(a&wDgZ
ze+rFcdZUA-seE<+W~*gh!MXn_OFhB=J~E`v{$A^XxCX`K*EW%0Hj_1yuUR#;dfyV9
zJN25`;g4Ho_Bp!CL2A&GAL-&&do6DF@`nP9hUOb9SwN;(3YpW7BDsTSNDlr}EB1oW
zD_%8K1;-0%F@YX9o=+?rc(K#(hrgLUq&nV~h!!hBo^l@dabhK3HE8uoY3f`K_0sfm
z6hxkebr!h~j=0p&MiuW?&e=E3S!#DenqOAUVaGF+>oH_D!r1h2Dhp800sROYecJaw
zEfor+ojs;tBm3hPwQ{3F)oAmf5@f{6?X{6IPP{T#NuEoMn-vWj+9yfMK=A4+AQ0Ai
z0qwFvRj$-L7pIoI){jLud9SpLnVt&+z7pCy0Rc3ygg_%Bdg$Wniz>|Y$dN0<9x6;`
zf+k1(%(lxQ-ztf=t>{;`bb5&xD4*}?o8BTix?&qO*#on)r2mz{GW^#3=ZZ)xnx*h>
z=>Z#9Wc0>PG?aujw28Ux@YtZdzRM~o>#{F2wRhYNLRjP|`+9rtNIkBINyUFXy|}M#
z+A)rc3HbWX_q<5*%hy*;dL4{mfz^v?=}1dEJB3?mOSJC0>fZS@{$Zw~ik0N#58Ewq
z0q8GtP2(1g?vA39jH-?91_arfGOqTz`WMrFnL>L9*s8w>%KssQ_$f(mmrO)RNZ)m3
zW_Y7iSXXMY<Q!2pvu?`G!dksxrc4MKF)BVd7v$j7RG>15PncTiPT4XXYj`+W*JafI
zMugZEzO!3r)W@jBYh19++KAkAVVYb#iWzWH6bt2o*m*<>PUFgmMt4pH2R)WMF(w}{
z{HVDb-b(m)yC)|)oKEng=9Ad_Hz(;%r{h79!Lb>MLGAwMnezyglAJMauqgQ#iG!OT
zWssSK;(U@dOJ<sDiA<yR7#e>Tv>D#@Ue0Eh*6;qs$nJlKna9w{$-vp@ukoPx#Zb(|
zq-vYB{d18Q3F$SG4iwy3x2;gS&6*82t-NDwOr6u%P1A@>F15b#d(}+bOVV16;gV74
zY41zozoTJKwD91a$J@*K#Ux(k`-{%9Z%yzlWBz3!A=^g$L)0IWm$kGK@2AUk_jq0h
zQykm%KK8+)=Y+n1*|%9Bb2b-bxN{StmVdiq-`KI*Ie#{#ze${hc08jTQzD6)k0m8#
zU*&@qJ^Z_?m6knJs?yA+GH5~W>XpDQ1GO4)+Y{vSJtb%A!7B<X9ufx3`={Jvq;>Al
zt;#NZPI^*4SK>GBZgHhN+s3enG4XU(Dsmmc8-{n6NTbHRe+@2(4T?F17#G9C8N&vI
zxwxk4f@aba$_5<wMg#7+Pd6pS1>841TBEg!6x4&pF)=VOVre|XVnRYFulmEjb8qc`
zX@6|-gPV~M-7Z}`{DUP=-?lku{OzfQp!e@TQ4ec>0+xodA<8>g@79-Au!s%Hn(u6s
z42Tklm!k+(hJ>pZ{WWjX!&Q5ha1vlNF_dt1_Ehc4pl7kH*L>tWwi60@5|+yOSA8st
zuawD$Ofzgd48bQ9mur2O+PcKkMpYci-4>dKm(Iz~e)0OoJi8wuRM3ml`>Cm#<@P*1
zTN*=T!sU;(!i@ntOMU(}7mV*)X%t+N2isojGA(C>+FA)M`<vsKd2$vptEPRXm*WNy
zGBPq1Cj!OQu0-!{*sC-`B|^V|!OsLTgp%*dK9q8@4zI=X<9b$*)GaV;fbSCzdoX6c
z(>^TTFlA5HXH}0$8{G4?Xtx&CKuMTFpFdY?S^50abn)pki{M|8wcm4)`r$V^5)zme
z76dSKIJ$ed&(UR?pIKC;=tO|gvFt3jdsConVuES0Cqq`d>f}QFF5xG3Fg$5e0QBLZ
zDQ0fDVu!g~tWWPp+d?&dY3|b0tg9H_QpYE2&xd)b3)}v+q+Z+sD8Z5Tn?ZG~TZ4@v
z(HBg3`H`QXKc~=VTV$K`U4uAhMBX6>;db`)kdp~^ukmMiwc>nXB>3k{0)-9_!)W@n
z+rT1rUT~Jbh3AW`S#$hNBKpa~$K|uGIo#<k?(%JfMydMJSt0G&5ejWCXVM0&dR}24
z{oaGj?YTPh#PG?DI`e^8^+$-c{MjkVE4MTuw|CxJjZE7c)=(08s_lO*Ly7mZ_~Nfe
z|0>E?^b{!l_~-Ubad^VxcIo3TVjj?bpsto6dckT?;~&<({$lyAe<sa^$cpYY46@`7
z*2q=N`E@gjo8!6~tot{_N))_@iXH+dX+SB7RUteS;eiNE0dgh(_fHO$>j!Ul(}M*K
zFQqbGH(KSwPeaTtSl3*kclhIZX<>z5C`{Qoyfk{Gl&=US_+{DH2h1~Y|H@LERHL|i
ziH!93_gw^3C;MA!6Uz$t?WuaA#tlZK+@*qWU0|U6!)d%)dr&^#ZkS?oUq8N8HlDkF
zD}Y?4%yeZvvK%g4);8YkODPdodKPI^$fE8~hX~y?`S5sut=c;*-{J4Z#r7>E8}&}l
z&1zZEFH7_+zzZtavUZh|_2>r8BiPNb&DgwkQ&%T;zX)r!b8K*OZtk>JNITqi`|#*?
zEY7Y*c<gXeTwmJ5Fk<2FLGwGWJ0wv@C+cdsN&Fw3)J}6+kDd=%%UB1;_9UAq2(6>}
zBbT*^lNKO*qiOu<ax0U#Mw;lWAv$<=FrJItPIU_Q0~zd`K3somE6tWBW74|nD7(|P
z-4bdj$6YHfcQx3Z(9iA<;XRy3s6(mTErABjbh8Z1E+*Gf)jMtyfdArNDDw&*Eo7<}
z>-&bn+gw%s1;3M?rL5zhQ@^BywY3=;WU0LX4sA$0Lr`4}VkJZ^i{zQPu!;M@z=?Mo
zyLI{4WjOo2(qc9KApZsNJ&MHRN^5ZL`i@p1msTPTx|S|)3a2$?`a=)ebJlsO<D&3a
zVc&cq5Z8n4vuyAP7tgWbgdX6)y;FtUe0z3Oiit^m8gWQlxhUu_>c>n47Is>oezifn
zTXTsQuD|RsZe(J|Zg}C4Ofoi?NTRzmFAgVBg8MC4oFvVzdK-ggHYtNR6?FgJd(7(w
zW2)`R-yJTGvaelS?zDN<4Vrw?N@c8h`8`wKbzVa2r3K1`<6J&ly^7Ah>N=aJnxKyR
z##UxRZ38j_dOnJv5${bk%R#x<>;7A|@;!d*vsy1|)0o5F*w^0<BIB!Sncz8uzA%X&
zpax?x461;8H>A{)mz#~r0&cI0%?bm$^k2iA%N=5f#OGr34@GHh^bp#e@T3jnZ3hc1
zJ<cubsZSew)*8;7INh<sP5+mp7w`?hiTJ_#cF@cQlId~vwQv5=g0k|X1l}3@k6#+{
zogR+Yb_^un>@d>5{WFNb*Ll}SB-OCQ{Ezpv@{XqW@Ti4hOHjM8kr(6O?|4U*1wx(n
zmumRsD^0|d!Jr*4>VK1!uENC_See^zNm8ng=PvcsuM}p>1kV!djGJyBA=8KBQokA-
zXZxM`&Rw#41(4gl?l#1!-8j@O=XLkkD<#7)g#PMtgDoXQ(L$B4(1w#EDh<QL5=GbJ
zg($k<_>$@G^mZ7u8_~8hgcN#R_r^_Kk+Ph<j;!DM#^p__JYhi_9Q6}dA?v^PT-F~o
zyQgJ27hX(#A^(3`0JupCD(csDm-Pfpc+fD>ZcKWf6XLv09ZWkuxqK|N!AGKDK{lLF
z#J1)A&jvS5XqQv(E1)sD_EIRfmr?02_{1vaiIezj83fhPAK}pjMootfu@&|nm&R*8
zwp&|TM1T#wKZ=aP?3N!Z;1jjD@!tw>`SuB=Up6ca`M7IF-C5jto*mdU-((PqC1RX3
z6BoNU(+^lvH19IN!F+VLGDG|JDf`Edx2Qww`5%WF9Gfl~83o}OOb9XmxrG;DdmfnH
zYbWd#`C$Gt6h(c=9r7&gSeh~~>&OZXA8#|L44jY<F`x&{4axBGaJ@0|VbjwWuyhTp
zu+R?$9ctptLM^k6rR24`a?mPfoAIe#Ae`K7m+zV|;=aw}x_25{jomZRI=9-0o#x*H
zjogzCZq^d8u!yKodx^$Q^n({UJj&}8%*<@PfE5|!xi^3caCEJmKY2G3OzQ}Y?ZIF;
z*rR1mf+O|#YtK@*zmaK+x8?UNo%vwvtFwieI`dd3Pm*4in7YTm<Lo5iuG^y&u$p!8
z!3%N@R{SuTeI}?44AaLmKX0xeP**QvgsY8(`D4z-hr1??rT9^!SOz1748eXwgwngM
z!?VU#m$Ys>P4i0K*l39yVI?J^2nn_yaci&|kiQEjp2{kzTc*W7gb3F-_@|sTn9mx6
zCLn|3$}!fe%Vfs&*7NVQT$)6CeYO1fKOND<nC@=edbkxWPA}6=@cS}o{<YsN3~c*J
zgf8!crmK#Sb^m~x!W$**P9?75{juhsy~{eUl45jwbIs+|t$wsCQi8M3ayLf^r1+|J
z?u0#Z74lqmC^?qMWWZ_DxZgmPNn@39BJg$;Y9K@uhFDG~tmra5L`>^8;Wjjkp2g@e
zb47f6(-w)n<gfSBKzYMvq4`mKriOE2=8mYD^U`LUeHEINZ*-^+L9S9}<YByg<p3)X
zm^Z32`^Za0%}cVK&gDa_Qp(spZ@Uz7el9k;f$m0?jb=njl$^%*;W+s2J<^Sht#Gwp
z(8%F}y5BIa^%=gu^!u}m3R&g@JHoGJ%NMPLwm(}D!#n)(&{~MTh8$Rymv`Q5p#Xd7
zqH#gY&)#MD?+;y%?LP3R%KGi!HiAV8X5mR~Iww^lzkXGS6C$fQT<Ea!s<polAS)XB
z^u<i@+Kgh!{lb0JSOMLCvByD|AtTHX1so8i3Geqmq*@Lg=3}DTOkTlk8-97EnoTc}
zLqJRGClK?tG<OcJLECkE{5@7M_^jR){?XqBB;~@vx)v7vsdD+-tmJUh`X@DWBXF^O
zL!X5=LM5WxuHQz&`P{GFe7htS`u7Vek5X_jX&J`ykT*&;ng7af!2=)VivF{o7kr@q
z9vUsdG!@eNvOw~5;u$sCpRtU~e?P*5U)3!9`5ASChJPict&*53_x|nM<k3>iX;|+$
zD^$;uNmS3OV@Sos+F#9&))kFNZMACqA(1Hbc51ZbJJ$=Uq-0fSp`DK<ro%SZ|N4o^
z>f$mjiJ9}dOb{CwXm5}zQ1Xav^&2^hDfS;ED_+$6_bO3Pj)Y^DN66e}T612m^<1Eu
zH5d*~9+Wq|5AkZHOG4MUV%DVfw}MCAk7~J-D|nns%s1VQi`ziNN>qC11_SO@MN8Dd
zoH;@)e3kNL<!HHlVg{_D=PUfAuq+<ycPF~x$elW3##=W28k1ztdPz^jY_Y?N!05lG
zNJ)<u9|J>bH^tU<4O95N%L5Lreyz58y&c6S)Bi`+TSrCNeec7A2uMpvhcqZ44U#Gi
zl1g_;cgKLzT@p%4cc*lxfJk?DcZ|UAjL-VM@A}N*{)4q<n4A0Tv*Wt1z0Wn}W~(PB
zBBG$;UId*rL)68sMyjr7l3ED-9XdZz)L487hFmyrC(b)a*A7FjL2f8&MyyKeK3gm6
zXCR+9mA1Jdo^@<lJz3o<A2CFr9`Y9?mh;X>J_a?@#QL&@%eJkI;t&18>Lef@la$b}
z2N{Z6pcgIF7rb|3D#YF80XYry6z|l|`92=<`Qn1KqQ%?j&7kd!a^!+%<XSGNLSmL6
z+SfPUM^ZPbAVF92s3*uf@5j}V=&DrTzdqd~uRly06HCO!_vx?@dhPw|^IxyDuk=f`
z2gPsF7rz&}9e;V(33Yb!I^7}A_8cn69Q*;Xn~M&Dhtw_$;_ZElwOkrLC_bg;S-@7+
zI=h)ZtILrvYXgQuyYqxkDK>8G-wt<jHcgF^%jkrWera(P=dV-lXy|{yJFya2<|q~C
za&ovCUkqU62(JA7NvTwF#VqmYl6*b#>R22_?_t;h!<f3;E8Dx}zT{4Wu)d|bVfA$7
z+R%P^B^ny5VD6)1C`fA}O<@gkz?DvPLHUR4F_wClS*h*?$-EJd`n%TBGNGZpmrr?_
zq=lyL-MkJ{KVCt^J$w=pizH2QsMcMSjle)9iSO^MK5Q<{-Rn(FwIrbORP#)4SXxH(
z4ai{K3J8tnjaWRC?d|E$8mO1J#VnTfnH(<*?xU@G$mRU3y>pg-H??&HT<945<C#*=
zRQLM(a00-Hw0x@rPwMWo<IJ>zt8*|FVdmh$8A>ii+Oj|6NalyKf!w71T<mU+j8_c-
zg6oX>yEixR{4QH~p0ZG~Y9`eGam5uodvQWAc&!u6pc;sY;j2FDC5it2J>1_-n25jz
z<U0z&H<(z76RQzZWuk_L#oMv8c?utTq*cP`s*`X1CR`Au_&W91YfCLCOEvE?-t%yl
zG809G<gEE4Pv<f>sZP6oSU;}SsSQws;Yr9D5?Pb;YGikb+2oJq4oTY0{lY$;^BnF;
zZGHX0>9v^f$)iSo>qWBH2*g^oaj>)yh})v>LR3t>j%1q1`3*Uj8FYFx!0**fb4vSf
z-@N-vmNZ!JhC{rB0dC(Bxh?b&4E<(eGATNt=PmR4X?qZ<-56%pvnz-pADMv78yhT9
ztNuE7^vRV&0XN}y{Y|NBA7RcRQq`ZVQHP0^v_P@=rMGZk(ux-mqHGikcZG9xl-+$X
z0hxn}TsDKJ#2nwKYL!>mzY(!~O5Vo(=loXJL>m*?1YRQbM!~Q)zY9aTgdYq^!5(X!
ztDPYW6;9mTOA`;&>kooEysP7wj}OE9VNx=JC^+B3!)d<_seVKJYduL*L1@Tb(%agd
z>*o;X5(^xr{iT14j(pV&nfiG*&-+FPV|5GrEv7gE2*$*S^X=H>_gHrUVYPuX32Nz@
zrPY&IpK47^GAz@+1KQp$L`YKc{X>Gw7E4^MdCy+zeKmBmq@*+#hSq|q(p`b<G?F0f
zKcXm-H<n&I@_D(#O4>tkGhr$Et^0KImU`P@s#yUbe!^r$n`-yUJ=Ur(;C})6F~O%j
zYuzhz2b2j9PA@m%TC^viwo8>q|EiRx=<FKUuqAM34txK?r4f-NLUsB_K-wes9A%?Y
zM2K-$ZvU;27=F@S_XN>z27!E&i%trW9idLM5MX&yA>TNpKybcU4Lhhm4P8NCG0OM6
z&&I1PWk}YM#5v<G6PcH!bF}`@CFP*ZMly7L2TeB|h|Bm7Bti|&Fc_BR4Xa-qKk)ck
zSLY6`8B_5*9K3Pl{HdG%^tasQn<?IupSt=Jd#2JJ?Gw#Hwr|;}t&3i^s|=<GjDG5=
z)-_$u$#7lW>0UxDDcI?WQb4P;Za6VYANxEB(FP}^1X+3>S|iUA1e6vXj5{~FEDU=M
z?O|Vech<-)Lg>o?`~lmGo3?rMGA3wjr>j*@>kA@EVY&XI6D>n;7;8u$gTl&PX)o{n
zdBpwY$i81rm4!3=u!zqO;{#Ab1_?t!>01LFfQ`?QwXWWQ(}b?5sAJwnLz0N5^Mz+t
zk@XOi^qjz|AC#7X*;qa6`;HaW7Q`(De<@JHgMPpIxrgGUJ>+qXE_jhB8y(xR7Av)N
z;QBT1U=f;>cR8PE<g=3c!_y(lcWAS1YH7cNfpU=|;b_csI54B<%047x(|w!MH2wU0
z*`;>k*_P*v7bI*}>MbKTj13dxBnB3>ndQ%QoS4>omK;<5LQ9zETtDh>M++KYFNpan
z4nKGbL^`K0!k@SO+>?m@NeoEvgv6qLS;q9wJ)*;UXwx<ae)rOuMtk*CEpy$Ts<`-f
zK5bQo28`}iZZngxkWpl^IDG4RtRh)QN3(XsnS~EZs;YaA!VwaFL8j?JTU*TCV?L>?
zj`y>gc$JmP?+RInK>ay=`Lhg0Alhuo9xFBBdd#ctwAvEX5wM4g)Uo6_^;Za`{UWC-
zWb3^1R1a&p10DIM`F%J&vd~wLwP<^h&<GUc;?mAs7D+ppwNAPp%xP2=oW%5`tIMoY
z8T~hj_8y7M9)&TfnPLfi;cKBbRRX@HYStt8Od5>6znciv$QH_`Zmfov>#}l*%hK^V
z_E_>K<1NjswMcbpHjZ5DgO(duw@Pvg3+XY4Q?}HG0&ib4ApNdI8hcc-QeArFXWje3
zvvlz0OlUOpF4V!;gf6Rg693pi@_h;7vrPtM!WPq%+WTyX=G3vq6q}~)S%bnEzWyGC
z&0a&w$Beq4uRT7ha07Vp`N(+CpUAvRL7@-nv1HgqLlg<Kch9US+J;km*_`ryV9(TK
z?&|E-EK5)z#@&*ORZ%g4TTNMW_pvW9_Q#s<nhko#7y`x`kipMH!^j?gdYMau#R&8@
z^6I||^&^*j9_RVWBG{r}AFMTAFE?xb7z;Q;4l`5J)r}GnJSL`qu0Kj~(Zn9z5Np~P
z#9m%*fAK5DJ#bt3<H6^QM_UiqgddYJ>#L8Qm<25f!XpR-Z`OI;PP&W45(#k*>(>yy
zPWuT)O`aBX%-JsaTb90l2030$W13z##)B-+r!?AqI7$>tpfA|9prJ@=enP0nMKq<y
zE93N<mPXep_s!2sKjjAK=DVhg^gWda7?@s)<m0g}+jO~G(_)Go)yZf#rS14)(HllT
zY9eLmeu1Wa+xij#!s+q8cdt|LlK-K}bt)sLJJj<~_$Ao}6BY~|Ee`)q+(ZR0&BvTL
z?Ez+jt0G>ys8^3*U%?M@6LWx8uC9o%^oU}=e<v?rxUDSJp60p35KcKpYMMGK>BJ;_
za>b1#Q@S*@D0rDz#=e$NvF$2jhaG|B*IR)fY-dA=*xHOC`M&q$Pk~RD?d^N?LD$0e
zb1j19JES_d)Sx+Tq!-akd36gX!kf)PLitBG>t9*w*CMffH52-Der&0Lup-C@bNqET
zf{6gd_K{TNL*n>$L+%O<u0zyL*C7}D7=ZoIh#K{9L*2URb9WI>#9fHe6UlPQzqHHU
zJzaA~bl7zE>xX5S)4m#`qRt)Gn*B5PwH>~YJ8YzZG56<buFuuJq`eaK?)Yr_a6+Sd
zucp5Rvso0x6j6nuL#CZ=h&k3OA886Jj+rvI!Oj$fQMR1;*$-}Ak55qQ0=T<W{ZS~j
z{b#C1M0L}2otP?D?Nyvkw!Hov9X>oB5fpj`$Ly9kU6;`Q8Z7vn{Hfn#cWj$^TbJeH
z<6+Ex*!rNoz9FG1(y?X{tNeTmabdxu7v{#>w#UuMD;R=3*wP;N*YSANZRefz#Np)J
zQm=rctuIJ*{V>(kNKbxMEv<DEjz4%ECEJ$tL{qu*eL%X(M_QYGSO}x*O*AmPbYp&P
zr2G58PDFfNgAumC;{!EevT6AH@%$j3>8<#xRS}HfVRo*<*3H$cs?B2ksz0*?^4YSK
zgsC2v8oX4lb&T~8Xs9#GnO+u&8W=R}B8H9|kL7awUHLL{d^)Jc*~ar87thFmXHG0J
z!@{KJ#e0oQuEHVYl&_rl==6e+)ZCh-V{T;{oS6Bf1I&Z6uZDjft5TP2w34+gwBEg<
z@Y$zEp2k(0<|B^`zJ}Jj%f6O~WX9J)j(PF^7e8rUPR(Ne$;xPyeep(pulv=$(3fW~
zu~!cp>HUiYsUMXanIZ*Z58>%Zh*i#!tN)$A(snjEUo2O3&%{}1pbKI3!~bPiV|3TU
zq4Ibdx8Ms1Rqdh^2AJh^%9Y5Lc#!8BiH!BQ8|9h@!BJ5-I>_Qb<KiB3aeo(2e2b3{
zwP@PL4aUz>8?gcId+X}2>w+`=;`cf%)uJoU_QJxX->HbyfO)`)L4ms`Ri2I&JLGEZ
zrFCyGLG3%1l#VKciHY;}3}@D$xd`(@82Sh)(FsDWH9!f(65rsv2zh>5w$mt~wMLp8
z6Hgl`q&GIr31;<UG<==<<%%On?iu8>a6giAVwOeT`H+OYJz#x|aR~GLx_e*i)J#|3
zJdudlWop2f8Q0KC_jw<+apO!)_mZVdTq&w_g!n1^#>7Ln>(L|t01dN(yZenNqb6bz
zwyg^hQ@UDTkj`u+-g>Y5?=$Jh$OtASmw<e)WFP?<zJ8HO7Hs@gl)}PWQNdF^wF<o7
znI9F=P(ONK8~JojOsAnuCflIu_3>0IG>FoBJ`9`SR~r+Q*zB#?ijuZ=#A0)mSRz$O
z1nD5#?Rj7Gmk=on?9@{f$mec@_Ey=&ZHKgfi1W0X+saMRk5RJ@4GN|4xrQ~yK<o{<
z4F~n}8y;;Q6Lo-uY)e}e%R8ZF>+7-3gqSB{6Y3x<b*Z<mu=Ru=(gE75yZp5#3UvfH
z6gpeZ-CfAz)PM-r>i7rQ{^FYZ4;pG}<)CSGaw`OX!fhwbdCw6Iw~Lx*x?4pB?9?=V
ze*dkVsgcB02O#VaHFLqB!Z+QxYi|o=cZ~;Y9m4rb_B;m(npzRYY{^*muJB^in?0OF
z-Q5Apmfb@SfnX$jVv<p2$?GJ(xSD_3&m=5N@TrRBhlxy5<ReHZk>Onb@yZP-t=~Bj
zS4zo61oh(+kI2_mtH(TTM{FVSCST{}4n#N>llfF9kTG^jlnAd#s7a&TLV~4m_wLm~
z?Tx|!O!sUtsS#P^t{U66*_kFbmQT~3kB*@?15g_c7%CR!MC{HpV~jR}kyJZECpSN%
zs9)2!K=~cRf~8QC4#=r$rP)2c#QT>P7h}QQ*SFE;<6ld;)WW{6TJT~{t)>+NN3&>X
zuAQe2jfe#K6r6~~3hgz9bG8%b2_eTWGlBrnmrvRniGl{qRMBT?@d|&F$G7pkOl|w|
z<ux2!2elF<w1Id^&ogOT*&l4eOxfoFu=B8zZ!X<ZAj*k{i|bkSs;IFMCFMu-FFu0&
z?meX{;py(4*q$g#-sWH&h#*o528b8fa$;hS!ikhVONgRlQ52u@DL6ZW^e47c{TbYr
z3x;wMvD&9(U688ZAL$)wA$-RDP%%#D?69m)hkSnI{bwtghq4{qm6UvB<Q6oXJ`8ML
zf3W)yO(b{US%~^g1{I_z<7XQ-ZTU;-?(Br*+a8NBH_q7foFrI4-Y7Y=Xqy!LIX1YN
zZeZakgPL=ZOds51f6DzhG&C9PbJ#LENnkj5wkIZI!le<7OSknHzFLe8>|LOceCM*Q
z$bEa>@2fh9FZ23!sysa8vk_^snGVPQ-l-?W1{350r;$6&IM+hc)7wjLInJerx)Z-r
zh<a#mq0<%=p!yclQ19wHpjOC@=b#tUa;3jojFhB+;l3LFiA$)%Ck4tx`~V&+!SK<%
zD_osGTINrrtE*0cEmp=XkqAS%T||MHRT7{01Z}w_wQQeR_YI91{jFc59-s;J;3*=v
zub3~BJ}9CSus;d#!y(;xu;nJp32mA#FTfB**{Hy#jtvG3?@DJ4fDG_;&|;{$<^)QY
zdMx;UXeGyX)&ML_)`=K@Ln4x~t@c0??j70uGQ^!w#X`Tvr~2Z>M<B4A{TBUtT$bn^
zI5y*quV7t*s_~u7|1<m{3GOYG31E>O3$ndayQROd1mFTct+RA08J}W63lxOYt4RS%
zwzJEVO7FVZX)706`kqkW2KP@LF7o+YPM;rrkqWVfCKQg6ENo?6zkd<a6dP-3z;R2-
zuV*2MwpDgA3ynqJcp)1f8p>f$+XZo?3-iBsyE<GW5@b{ZThF4J7y(kiF4!uc{gKo)
z&S;$NP!wK*F`k|bL#e6JX7a*n4QJzNj4k!j*<slu7|tWEuNN*H^~T1#3@g^|MZ7`*
ztJ}*xmGYv2%;4O-O5g08;~!J&N8bs;*Vp;Dc(p`rdQ){pipD(s3?h4XzP$hND6BKk
z(&vVOXPoTKTV?u|v~xZO+y<;buDa<C?NlegCx_*diX5Jv@f?md%h7DG5pBLHOW$yw
z+p{26IJ>pTv-VI+Z>(D@K}JiN7=4tSwf6RkHdR-jyWQNTc6B7mC!nc`tLf^H1;_pj
zBF=l+zN?}#;a|*bpT!S2iB3hI(<2dR!{Cu<-Hwi&fI~J`K)^00H}<o-w`h}?NK>mj
zcO$FngZ53jr}T$=cUrW&xOVGO<ia;j=!<%GVB<&|?!Ow(s4PUCnE}{TFdrZ%j-cff
z=!Ekxs<EJ(RzwyJeE0oMuY2s153MzSkYO?S_{FN(4r}@4QMP^rkU|)2w+~+O(WlHv
zIuRH4TGKeFlao)`;yIr@da0BUnuYm|t0Mh~nC3~H<%YCOsNZPc7tmR*qk@9fvrjy=
zvd#6w$I?w*-t}RGot~k0t+Jr=c<I5W1Cuw!`;Sx57;5qYmC5(my<P9_+L5_F=!jvq
z{?glw<y%qs)xO%0MTUs%)Z20wPxQOBQSWSv0iRlx6s4%s*Kq8uhNY!>1vPtyqnjmQ
zRsfk1lT33cYz&?3WPpCk_bwgWDNTnZZAPT{wKPx|A$}qEliWLb4J$wH>z~NtXhYDO
zH%G!GO5u1|ls`)T)O2X?@qEm8^pByaS5x)d>075d=L+wCc95mIZ#3R(Sb<Vq#>!rc
zrI<fvHv00l-XBdks<qQ>KkE@ShWMR89!qk{&qccb?)&YVv}Cmb&I^EP>3Fx!*Bs5O
z01o!lSCi*y=Dj!M_c(>&%fs*FtM}1ObJbO3UwhJVj~(C)fQRk$Nj2Q`K+vP6jzt%>
z3JGR3PUfX-@2sL9yd?)?PaD#=;Y?Lh5*HWO+TxP8f8$}&=c*C3zy2!OcC9Db2b@!+
z(%MU&$ppo5ac<w<-$(K9U@I^b=qNBY%3rxA;ZCPw%{T3e|8+2As9e3cw)kVT{XONt
z{{H&0GeuHE;An%-A&LCn?cyAlGS(EjbPMaD8*F~b<*)lf&j(L@!LQ9{jN2jXyJ#%)
z&0BmFu)!%ew@G&*-debGqcWl_*8K;;uXeoC?lfBvam6eJw`)ENuVzymGhc3JVFK$F
zPvOC8J%VCWESx<qWSLM`yhr#%uo$R;?em3jQyVo^{$+z$>{A%}g?ddbk!ko#I3jy<
z2ovJ7{R8Rh?!S7I_NvsN`Y^pQaIB%_iid@$riR|wm=>v7P`q}Hfg~pSY1lj&vUyk=
z)Y<sf@PtS3{72K&CmQm)h(1HdS@FalQrtB?`TP=VE+yI?P-+rVEuts4FH4JdsTf7X
zPU^8F%f{pnzSQi=Jfcus>p(|Y$p|7?@kK|b;;cGDyy%y<w+o~?rc&2gD4V`?=R48}
zf4ncih_CJQ?^4%xjWZd@5k0<$O(pv66RUS-$*qY`i=R3E5gcnIX;M;B^hJ2d&GDHx
zNM$O$%R~f`e(zRM2s8bzJ!q~oU+i<&UYcO9Y3*Ge_3#=NX7<9xGZgjiVWz9S@Sa1K
zt-`0fxk^1dI^g(Ld%$_Mb1#oR8G?trF6AcjMHs4@*j{a&{!`(~m88ayGE1I?MRoh)
zUN7(UxYJ{ZV)QpZz7i*@vHtXko&W#ib-)Y3F-F}|K|cbg3$muxk)fd5_st(NJNd7k
z>MC6H#h{cMZLw>6jV^yqMECD&)eGyy7%W4)%Vq0QB|60JPh3EGVZT&@_efJhWdDTK
z&wNhUG5zp}3vR{KuTRYFfq(8l6zXNS)5qd!a?~T(*tn=axWqo*l6)1q3(-=hWJsxZ
zJg`((Zo#>ore#h$H$9&sbkoVr=_bkD&F(zb$m|=n+9NYe&i=af>Cx+7P*WD&>nV<3
z$)0$KRv}XL5y_GI<N0atTIPhpc|I1YK12EYoE4|0A#2N8DohR$(&V+RA_$wu{^mVq
zhEI@h`2&(ERryH=l|FpSTh8K)ptv(!s|O8suh?mtqpY*wf4J~LEb%QG_tip8{oN<~
zIaH<W3e5vPrI}#gzg(j^PniNo30hDZC%W{_A`72tDVO5Vpp}~xHGN?hQ?B}#Jt?P9
ziJq22CB+p7htr@G_c!xV4A9as^U-l*tQsy2G1+=}J`_U&(o+T=Yku6{9PX$kBP<`a
z3iVy8`;-V$bZEUM#)*_ZSc?I*n8}TNjs-^`!RiiX)S&cE16mc9SPBm^MBmZhwyi}`
z)HFv`V<uP|)$chmzpPUwvM4$(?qBRI7WP`*DJGfW#A+<1j4EYPVW8OZ6;#`e()X3i
z$(*n-s0wh2pq;i;EvQ}`WL(nU%Y5*bQ#FF^RjXsYP{{sBP=v|O-{THX+?3YWlwRTB
z1Q?$r3fOg<bedQ$O`$I6=M}U^rar4bx>q>aZ7pkGZvUA%h%+!Ix3Xv>6|?s#-VTL_
z6hrquQa3l`ayiiTSZPOww!3SsD#WKFIDAn!5p~@#U)c@49Mgq_$xm5=^juYPE<czS
z^J}wXu(e_MDdObrUNZYxDR#yv#J1I)=FcBo@kB9NR1hm`4LS|NDOl*cCbd3WvyCMs
zX+|gQKIEUp_|83-rlO-KcD+hMg)q(;wg=J(usIJXwyVU9PwVB&!V}UeB90e1n55W7
z*S{apq6y}0u(a_^o44l|TfF;JXDmIJ-KSqMTVdpiBu}mc6fOB(a8F{={r0_JUivn~
zmi6lYv;Z6*BjzNG$9hk{)yWYOli-BS)l^1MOyDK+#D}no;?$QGN`6)Po{^MkPp<kZ
z>+zn`J1-38Pg;tDo144rW{Ru{4-P-Zw)*?+%LU?yNyzu1AsEyA#4s#0q$$dO7r_+y
z#;67N_9P1`H@CzR=R@K1jJ4VE(FBLr1MhTnIL~i~uMS#nE=lGuk~vLognf3ZC;~HX
zUq_AkrEbc3X}?z-l>XAYm0E#~E)qmj{q<zWzT{4-xtmt}b?h;L!%IoXVZ|D<Mkn%u
zJNi!(NU19bc7qlbG_3NVRt9(v0;HK1tKy<ttFI*XkzEk>tF}q&Q!=Al(P7hFM+apk
zjR_)U(#$hR1Bul;8DKvVwUJBW1?){C?;gWFLly%D<FEMp8RO2#JijDR#R5i~!CnoX
zxKUdzXhw<%d8HLEWsH1V*lEuDTC@1bRy@jvAm3#0axK+$(y;w+a!f4ls|GTaV|=GQ
zOU)nI^#x0$whU#>seGz`q&FDq0Dgq!6~$+bL6F9czE*{DTa)sWt{#Pa{5eoiQTSOl
z%Vlk^Hjuwud8b-!?t)!0A<dgqM>bjdvOR?`ab+iuwR`#PD7lLQEz)KCpP6PDABC5G
z>^4W!pS+PvBJDXI>ygDZBDUuYzv9JT+4#lmEH1jP#;4l0|J|@7^ZZN7$Bs_o@2XD}
zD!Bj3_rucf@N*|D52~7<N5$PA6tt-uFj@gd?TJx(!84=>*3UTT<O{WOR9WjnKmj3V
zpKy|$9!u*h0^43aidHF*oIkfAUFp<IC3oVFw0^~4Gj&hO&xQT!0Y(UFewNarc4_%g
zJe@~(p?l?(AmC-xPWsy{#6Hr!oFq0nX<YL01%-u}gM*i+XMDUI5r_J&Oecf(6|=Jb
zw5uXx{r$hIy#DZ-$KFtc8OTCQf8Ks<-5ha6ttc^Ll1$J3KwDPO((YgUEAoqQGLW}6
z957P2UwiepzEr#|4iad-!k6D;Ii6G_DlMvaBWFekTtkvcpRBNc?1(YE=6ECKNtrug
zvFya3G5XjwfSRTBg4e|_M`NIp_AAGOZd7~CVlL9^wLKzo|FNLI@Iubg@l*LCh4g3R
zTxjWLM@HGWW`xegIcSjR#ArHE?l-5VMzeaJXnAt?R__(ZIt+fdku_bfau_Tf$?Tf$
zqND#&1X%9hCN8FdGnq)i&yz;VCS6;7@vgtkEG>Lealh`H$cNGbzHl(mTGH<J_}voc
z?GMV!`YH1?Utkvh<yc7^-T`<xF)x6W_(wh?=QeuDy@Lqx+yv?@I0Z_lTwjRCMljs{
zESH8ywI!KvydynXyu-aJWIUteFe}xa<nBESLaihA-_Nfbg@fd?x&=(<gU(JRuA8m2
zy^JZ6INA~(trUnXi__nHw*qB6`>b1+c|7s4ah<?%M{B}LSBOND$OFN@S}BClupApJ
zwc9XAH7`K5Xukfb&m$`Y{f$sjzO5AR6=s%Qd(v=04SS94lTq$zpU$mmlhW?1c#+l2
zL&9LzFlq=atnIF86+)jjbe9x2Ft`_!LKZYnW`h0sQ6Hr~Iz%Ntf~XHcH6K0Q=O?-C
zJ&Ye{D!$q4u}~IGL<R<aavJ$$S5IO;_dHZ^zVvR4Am6G^fT)!D$<#z!ch|8u3*8Do
zS%X{1VLw0gqk`3}cHr5_ne7`#H6WS59udYK5vs#i5OQXM{IFeOhS!9S425U&bcmI4
z5&y|0;F1ZXu)RpvuOkOhA|m(Bzo}{+fPSnN`!@t~^lCm>D>o`(qw&!Oh47rp^OBDU
zwU8eQa&KhAR3@KlO|9*fM%KA|v8r-i830HyE4RnLxOn;9`kz(JbdCJFZ`sT*pQm-0
zb>irwKi@`h^s>kNaquEK0ikvmX9yaO?~6JsY*F|avQB3_sHB_+nJs-}9#5u^UabqO
zoZUBo2`h~B4xYS+zJ1FdNns5!7A}r|iT&f;4%36sBv3htcKw$?e$9AY>mdPy&omno
z%2m*Ah5MA!uO^%DBjN=j7r_Ol`pG*eDZoJCQ9bs!R3D@~vx#~KUE@rmCU;mq@;wqV
zpGyF8Ii}zfWYkM~Jn(Xgt!+{v#;z))oh|Q9L2VpYzcJg3hGO;_3$h$AX50Hrs28ca
zX#%$;%yp#$q80mYPMnU;`Y0xUW)a6QIse0_CrW@2op+e?++J!G&~>|)0bd`009$T@
zFVAR}M<{D2jSrB`>mM}WhLeB5&mHK)v+>*IIa+Y8w^^MD-Z6(jn%uUZwLep$1zg*L
zg2++t%@)>EfWzL5%ufL2<@e0NV<s}N6p9}##pGR)UnrXfg%-tp{W@?)`1mu-qTp}k
z>hob?82+e9w12(zQ*jELDIHQCE^Gl;3OpU;pUVxqT8?3IPN?fhQ!8y<UE9lce4;j6
zDOC#XpdvtS_A1j|P@JYgEK((Z1Odmj2E@iDMepHK;T~#)OZ;z6%@6l?85zX#c|N^0
zNUT(~lF1vW6%#wvY~Pt7n(0WlE4|J2*B$MZUTV+(qNc}lv=Km7SB-v88)KOfGo4&(
zf6vUp9vqf`YocQGdyrw<Fa{qlh`&myqwp^SKX@+?e*HNQiLKefMxHLzt3GE}=F=Sg
z+|l9Gx>d(-m4DAo%PFFi_EgI@jzWJf*Y)UqT*82l4QC4c;iyMPhK719aR$B_7W}-r
zN^-tK!_%dD*yLv+s{`BHcRTsgOiOSTH1N@-8cXQxZt1FlW8bX-tT~bXKNXEk=Tj}X
zz05k(fmU=72XNZ0YFE-cMczH!&s?u{ZiTT*vIEFs_F?ZfDQ+tfPr!b#(5L;-X*r`^
zP5)CX`Xd_})t;ETkntX8E-|#IPmLLO&atfZVPX!qmyHW<%NgR=y-Tk;pCw|#W$j`{
zlw?hM-minJMwEQMMJ^nE20ab$-i2=~XX4hi_m$iF(5V&+28%2@GUaaQp+eMk8VM}-
z?iuPiLTUG3{WYo+&<9%d6f%Z}xZu&>zr+9hA;BPvrfI<M&M)AmqM>QR#*aB2(yOPa
zlcRjufPotfv)F-N)ci#ZkNsP3tyq8ked{gmvdh7oKPnW=38n(EO{lc!URFNRZ=&O=
zRu1qqO>qE{k$%dkqW&#1OHve_?VEeAo7eS{93atw!WqD~sYe09@7h}Y-nCx@!7tx#
z=iaJzKZgp-EBn^Xp?@JQhM|iGv@P&7l0%NqP7(QF#Vx-rxGTL9|2Xd@_y^v80%rRN
zJdK1gA@1y_T9ECSc}z*Ui*f;ST$K&Vf=)9(6E4kYc>aN*{KahFDBEuN4c+Z!|EcG_
zg)BK)>!svR)caS2)&R#2h)5nVzQbaAq<|Q&7ae$-g=ugn&lFEtBIzC79%G?oe)vS;
zkbrQ;M{Sn`Si&bWi?=VLtp5R6p=@yU(bwUxKf=rm)9;=2h4^jGPq38UxsYqS^lWSi
zom5m#8z}aeElI>)DJfk8nK(PwubuNeQ2x0$vAp6gnqW2eJY)!KBsuvt_ry$wh}>EY
zN^GOfj`At!S>0u7ID_Qk(~knGVbu?|@jrk}0G^1gnAW<6>r&)>kUy3Wn+Xh})CdRv
z!g0GVF;G;BI!TL(Q5?*<K0-usBGd_#4D@)_O0JVzqNx*ZPgWklXa-d5QG&O0n}V)%
zTqKwj`)8hJzi*?5!-8~iw8@puHCih$jO35#8p4A)9-1%eF9@6;JCay5kv+J5C&&kk
z_@A+_w3bohBZf6=Z5b~xh~r*1;AaLK)Cnl+jQP)#HE$~iOVRCL_BCG0?1I7QR6MpZ
z3~Yf?Sg0ZJ4i$hbN^wZ{+p}@iO8rr_Nu%hEB=s8E{vwgpzOV5W@M$9X{L3%rubAQP
z7>CVV*@s!DVWi9*U0c*@NYbQ$fnGH%w`a1Q8Ze|dyi0tV2}h`L!g~hkXGDeR=oU!~
zNH;tA`A@9d&=t<jTROkHdC61%*GK_+5<GH@J9f*nI%r2+#-HgS)V9l`OZa7I{AvGr
zvEzMCdZBxZ`D!e9-0W=9Aw{?_Z|RIzL++pq&-qW_F`W-j&z4}1`JP`AfsJX}C`yr9
zV&7y-8AR)6TEWOpTIgEu24+P(C-(9+JL2hC*P<GY>*CvzoC~)MEp2{7u7>D28fx>B
zS;f#Qi7PA%4bYvS00)hn@<!&DU;+_vpjL{NJrn&oHMO(m=@9GtpHBJvOaDYE&$X`b
zY8K`D!icO{pVHBByB!0suqDDO`EWmg>8Z>Con?;VO>j%j#XrnSbABc>r&3-bGS;z@
zUw{l(>LC}QCK9AYCiec#6-r@L<WKdWe1A*}&#^l#Kr&^rV<F(UWHYzunLMQ?pi{He
zLMAC47u7v#pC#_gBd$+J?sD`xvNv7b7v)fd5N~*&rh$x_Y8nLy%}i)Gs+50>GG2X?
zPZypuiZ0o!E^C?n0y|13>KTX&n|qG57LwP}4s8`d`To5h@;T#{s=gd{b6t9h;^n#O
z31s?VZwnBS)TEV-d@{6`yjn?J7wiLpz%vl&Moyoh9K)8<SQ_yEOT>#Vcvuuw!!Ygb
zo2Ziby?z=q<Z5$?IT5e>!YnSdnsXnUhGQQhyPk%Fs*Y_Y2h})?i;3yP%z}f4PJA{<
zHa>E$hNHWu_FfmTjR$2}<WnjpvhRZf`ps~30^v1Y;(jsy_&AA@dNhTD7ChAf$CL)`
z@FG$ER{0ng0{qj-4dGmLdU|BmGfc)l1@xb_cFHiJu*~wKABuK&8So3t99K$U&+=TU
znNqvuw)L<=#&rrYtKeNz4-=%S-Pw^gv*O5VYNGIfg0t-LOm5QN5ErHkF!fCeeN#=p
zDDN%Tv>g*<Vtg-YZZ4-EaNGZzZ7Ulr{+cyKx@!bf-EG}Tq5BpyNYo<BRE8e%qqu-T
zD7H~rDM1bN+#H-Q@szGqFTS&ZA}u2i%o~0^Z>q@f9+rMvd)QtLT5$fYb`};W5{-Hz
z(FENdetM5At#0%2rjaBwo3jAZ1{x%1>|BtuhyS~i4i*|3RObu&B~Ijw19uPGk%_^J
z_s#No0b|7DnciPHv45<pBcjprVN;;}Jj05t`-lK(=rs)($CCDgi8@@JHHdz@NOttq
zoGf44k$+pO6Y$67nbqFNf7sH`|6FIK*A2oi=vhy>S7I3$%pCQeKJj7?d+p}6?8&B&
z%^R0mj*io~(xPO^j@K5ILz~eXUtZ`@RWIg-VU(BfklJmWn%a$j^c($t$95DB%NR5B
zvr!<-3V=8Iy+5`NUS$fO)RJOBw2Ch|coex8@Z9#y!}I8f%l7QraWv%JnBfr-g3#N<
z7v;EZJ5H-5KP}4*J`gW@pGkDjPs`x5?)yy?IRC&i@&D+KR(Ns#bB`;iGvxHt<9s`Y
zO4iz<%{uzs$-<Rq^tY#BK=-qEe&Yu{>U514X+veu<vZutjPw#!44|dEBpd*O1tphk
z`B*zNi;ImZ0lS$vgHZItD}0GPmTc8Rh!!Li_V9KUdNSeCbTNAY5Py$(HOYjsg#9*X
zD<&}NU0~Gf6|b!_WfimM$%N!n%)&#TYS~QfvUz*i7VD^mR*mceH*5evi!jx}rG`Tw
zZc>Zta3XuH9EH<~_Rhw#!@mWdOi%?(KWdZXjp!+!NjI7<_bS$Oe>$bZ`(k}|eR=1;
z({8aU-{pU^w>a6nF=}C9Wcsg2py5z>Yb0Vsw4i`UWm86DS2{TAOSfU?yt}3ST#1p%
zO{D$}TE+#B&~J#=j|<-3q={~XS6i?2dZz`2kJ^Np|0*lv>YH%|jZ37DPd;sk?XgJt
z?ih-1;=Z8(DXDYM#sFi#uOIIiVR;4o_DCLvXpKzw<|{acJqrn`Kv<ZYFypRmmH#d6
zlRB#Qq@->~2DRLJtX0o-UqmtF{;olGwp3)KYw+eh^nJK|>=!1X2`bYA0BM5{gO0gZ
zI6fi}M(%h-NN6mYs7;t}=N*;%2bD4Zl;UMh(f|8GIO>V}77Ev-(rQDYoVa*vPbo*3
z&-I}dZUXmbn=hEZ`Jf|Osbm-QhmVgx9yMX~?f=xnJ@^o^a3N_YV?iPO{aTW?+uy}N
zIXwviD7s9vkl;r~E~pg|WAvy+S%rnDbt8WvAQZaoJ=o}fX2B`w8Bpo|W|w>0i2_G9
zu1}f)yO%A~t3Y&oDPVcBO+%Q%b@0n(ja@kF;!CQ+3xX9XNB8<cnoya&Ny?t<3UOd8
zj1PBic%_Y(T;P7NIIa38+E*>sH+N&cJxxP-6r72GqD^(m%FUzUgc=%`n(8}HC;^D!
zn#OJ4x7YVULV(0PO<p*}*Lf6U>~XmrNF%vRYyOg*ia@gjEIQqK?fva|&h^dK-8Deb
zP+!1{?@Tkcm0!Z@KX;?`&OUXyAVS79Etl>1jSG4$9QBV{@M1BDGCm1;7%wZrMH9jP
zfP9xUGBO)^8!_<W5yYzWHS=5XT|Ck((GMTY-nNO2*Gv?J+4o!vBe0BF9Zgf<RkxsE
z1%KK~o5LPVH~>k^x(A`NsI+;+Hiz$OxUZ}LT@MH3&5?27G%k~zcn*U5YtUuzPjC_N
z>>u%>zXWY1{YTpp7hVj!9IOC<W7EZEgaPS9M79!u9(;YlvwC9c%5OK9lvt6m2|<hH
zs4za&i+)CV8=}%IOtqfO8=O7P^CA=1o=a@!J2`n4Qtw`u|1|5JIpyKqUGMc-7U62b
zj*<WPn{0gGCvr-MA44q!4GqVA3Qw}4cvg0c6rSk>+RY;~DgNs$x+NRATXX2@*=<PK
zYHzthfLO_s>au!sr)<Q8PwO$x<)zzpSHF}9W~DK-n)Q0z8AQPL?Q35U68h9y?T!(!
ziPqH?eh#bokAeRfXpjZg;%IQ`XL_pv@;wp}r4T3;c;-vv%gWivH#Yt}W-KJ0Qn?5Y
z8SPjJ_RUL0>~dC5MMEF6UpH$uK9Kuq{G>&<l5^c9Hg=WGbJBgfe1$D#G@A8k_y598
zj8pDkQS@g<Q2r*>d3s?%+77F;CSNE#Q3LQL>t>Y-Q0;u_wgUCyT_^}oJ0I}gVd;~9
zpTXmgARsN2p)Hir0bk%oAukR#^57p67@NED!{>yMF_(E#Q^(mHR;J8w;stb4o&<on
zI=~6T`@4A1tQ)FII&+0Jo#GP5ONj{Yabv1a+U~idayGe{73Fi)*89KZj=%j%2k^*!
zZ_QfDEjfzk4Hy#u?f=HT=SWN2wR+@}Omf1|MWZAwjp=bUj1SfW+u937c7XRCWwO6G
z9_8D&v0M)zPYf|*1K}u6ynxUuPBSq{gKX%aY^}QA;LfIMCQy<RhW1j8yrbjl({fzP
zjKQ5Zb&j%yUfy_v*zNTiOa02N61e5>{l;&B!$3QIZHM$@-dU%>S-cV6csZDhb#|M4
zvzmg=&glFcqJJNArDPPdg+PTSl4Fx7Q}R;#7Xc}T982G@433UWm-_L&$2`AZd&=SU
zbDW=*>IZyw`DmiZ8=<TL+KkTW`Qr_7+hN^v_Ba2!F8O41P~tTcHPy*5WXw3-q$p~S
z@&N{*&g2YJve2PEXB`kTXBt6ea!ysW(8)YMNDdI~o&Yi<+MLptG9|L8fZ^wJDSlgd
zIh-u`ROG%|A+|OUqrWp4C*T^!xg`6Cf+<nCPAO+nJeBEUNxHyU$yDafRoOyk{B6O5
z1pMAT&imeIXp{gi(BnKGrez&tTAnw{kLPi@d`1U}PA=*V!HWRB6?#lHW#A4n{y#rJ
z*V|=aCn4-Io{-gT6Q9p<5gakm-e%hWQM_QTQh5)z+pr=lcQW{IQ`=#fLX@nvkB;p|
z%K~Ytd>G(&?5p23IF`x$ZuP;sJQSd6z}W4;`5^9D?{t(+;afzNbLbkUsm7&VQ-N<9
z`2tr58D2;zss9s-JTk1AHK>^WF~tzfDz37-`~I8#o@f1W$J_d|VNUTx(YG&HOC>-b
zYUbe6-H;M=_NzAR;IW?N&MH#_sRk#S%bg2UHZCq$T8vb?V8jnIwqNECczs-GlvT|I
zcg~rt6N4##W*d(l+cdcgv-0^oPxDyC1zW!3azQL65L!+IJb~p@y#D?)^=OX&{=aqH
z=oC-P(40rkn%V@N3CD`h;C{U9%=|~YDD(&g@@;>}t@(V&E>04y>z-P$<;I(rmER{C
zq{tGYqMU&K1PBHzDBlapY$ZHA0QxOO)uLUA_kooJ0N7|aR}%vtw3Yo@pjoinI9$6q
z#ZoaHFWBBE0ZIp(uVX^bxVhz8Ov4T5OFNJL$Oh^6^ELtzA-}d77!kllIaf>h3;;^Y
z{LE>pMF_t=bQI9+?crd~idYU86~TyzD^kmY_bYD=d&SsGMvni@gHh9q;psFHba+aL
zHSf;3CP(>{pU3vK@5x$dxdnHW5dxt7DAZf;%Yg<-YQNJrZ`6#|-1NPw?Q{xOu`mu4
zDgzpI7+;kE$yt9eG@NM3s}7w|kB@J8<Gh0DpbS%0*YbR0w@6}jOrb8ARaDszc~gIc
z;v!(0B;r$cb{8y7soRBwA32e<_=uq#7Y+F;C}!x;?nk$wsDp9}s8Qjsju#S62x4N{
ztd^4r`arG&wnlujr^0fKWNVj5S~CVB^7^&zXZ)h-YGlq&;lQ7>!2x4J7axRFi7<E5
z#VALIK$%(ZB;hYvTd{@ijnV7;z8QO-wquM<n%eKI)|~qdZieB6Lc>G+YRN+*!a@W4
zaS$U27~LB1PG<$U$CCECn80chI0BGHJ^*pHC&rC?#zwrNt`;wB=YG;Zyb!E8I^z4I
z9r+N~5`l6%9~AfPn9MVVqrCM=`Us(IZ*rN=D^RSTtVkx?-PL4)1(b4jroYe4anbXt
zA-AnKQsO==iZ|UVH3EwY1ZGN6bAgrJ<{+m0PzUNU`MeL6LEAK_bzmYN<piE>Q-ur=
zjC44wq~LU-A73`r)ZZ4yWXdXWmv#<}!n3V8y^t@s3$1P!Dl{kkd0NMfo+DU4OF&x*
z26<8#68e2m@h@Wx;*O;^qmloEAIrO?vbXR~7PGXEGcBf@^o8#ck(Kr+v$&HV{d%Ch
z=Yk2s<;!%oS`qZ}`%$LpcN8D;WMJW_{ZUZ$?Q9~>&5n)?H_rzdFVzOruV-17zjs@p
zRq!3t69HrfX#Jm|;e1P8jie9WJG-9~WdV$2tsh*XkR@@^Hu#_mdbgyzdv^6}fQSI6
z9B8{i0VbYERU~%-j<wM^Sx}7o$XHK;_86Fn?NDwfk&nfz{|hpys{a{@Y|Bgl`m5m5
zu#AlBdzjGm+)_)YfbCKjWbTQgmSyNQI&m5^(^7B{PYWW%ZRLE<-W_|V)9b?rVnf;8
z?yxtzrY=NtdcEcwm`eo(?5mgGDc|Ic=^y$4BoY6`WxFBtbVpSiT60UeyjXk3czZb{
z;U(Dn7Y!en#AO~ZNTVq2?W?{E_9UYDr7c&;XMRiaMW*CertaBn`>#4o=OWS0kEX~`
zfza&JP9>D@)jMBUj;h{LcsRy=DILhfxKB_2M1O00{<dbdMe}=tR~35Vzxr7zVlJ>j
z>Nv$sj2J!_#09{=fva|n1d>^!;2Z@TM%DyjK6+exoo7YhH$I1Kd0-wr&gvRH5iA`I
z7df#tyq}z273=vB@g$4JUY6E-JqB&YVO!~Xp}Q7=Mq-?o<oIZ%BL6PtQh^oMN&go0
ziqjt>H<hcEb9!n?3R0S)auGNHmI^@Hk&=}agF>sa4~mp@(<p#AM4fpTT`=s^erNVd
z-1BZ1hx_N*-E^yiomvL=)3o_ALbn%tAp3a%5+n|NN*Z}E7@@&g7Hzl14Qhpk>tql4
zJdmJSAR8vt8MI~8+0&Uh82!;j6|Jyv+&QhbbQu5SiruEr60?FlUiiHo9sZL;?5xhI
z!At#J<IOU7MyYge5X^#ugOr_}joj>M8p<mAOxI(_6wbgcLa#Q1MQ+G3nF$08jhsQq
zFf<x^J72qL0)#q(T-Rv7_Fca)FJ(<JwEgY_N&^O4!dTx_i4_z3Z?kYSKxclqNkpvQ
zTYOkm@DZe}8zN$uyLu{)ciFzWzu@_(*~3IkOlm?4$jTR7<(}#Uz5pbWE~QT;F%)KO
z0DLC`3vX7hlW|W?nwCe+I;J`q!RrAUBtst@VaFw%u<vz|gg|?v-keJW8cPFJi*R&8
zsl_{ome$j;MP|ZxrqaQVKtlilqS{#tF8Ky|!^gGS3@`TC$e>rG))KEACDNtwU`8{Q
zcfc)@*-RPgKrf`c{_cR@iTp=XDkp}9&gGiKEqKhpF>q|2>rU721ZP|8@;EcL{PhT;
zwNCZ9e*;cqpb)&8e|9}aqt{`^CHsf90Q-L!^3>y(%<p?gvoM9X95E|ODx?H{411#U
zE^j7FAVOFh^q;oe*dzjLn8@zGJ2@K>q%5EZrjRk}?=2$T#ESgEGxAMyx4+3VPdZ==
zAisV6?W4aTCC#wx!#%O<!{)Ca2@`MpT9||oASg-HFTbg<g2x=>x>*8jTrcXF=>N0;
z+44d)Pqk_j!dPjZ55a{usK8Jn@Z_xumrx;mLVi@W79Dp6>yG@Xd`c6+^ZOrxk_4Vs
z1dzk)jXql#_D93zHZo9u={i<DyPAjLoSUQmgXrF4xYot!uk~<*6ORE6r-3VgE0R@P
zAYf$3Ug&VgR~p;sgGTUXHX<;ZA!Z1iF+irG#9Y-()5W8dNDqa5BBk&#MD@NkrxaFa
zL%f4IC;k-(?h^ovw<pk2UmrA^f_paZjUoj)ZbkKPtN_^Wv1Y4`OPJJ$>pdQzc!;_@
z(uu*IVTX?)WYz_39a)sp+T;b~u(01`BBM_reM2h|cFOKYevv3ocZ@GC=(F<%d5JIz
z{D2^}HdT_{(5z)!nGvJD3@hEJ7qf40LiTj|Wj}}^e9{el(5EaPX(R~@_jsIzwDW1_
zOE=h!?I<n}KvotW3}T3|Q7^v1L4z{j2?R?!SKz!Rke)LW?D&2!1CD~=)gr637N|4T
zw1vrDs*-hOMQMLty1z6+o{3faUl<~LqC^YV!ctCmtKSK5-nAcPE*IeG)MUbPF((WH
z85Xex(_~0=zI;v7_MWk0zV!m)W+~+T&L*&EvDKU<`Od$m>#j=TvW04X?^N6IW#9Nn
z?RE)EXo4OAJN_@3nZJI_5f$4C4bNCI#uOF@Cw%{o(JYM9-TenE<@q1;yo<Knp+8um
z^mV!PoU3bwUL*O+FcR#Hb_)n3B~4h{j+++c5PQP%Y&eS#>XrejUiiyjzmNh4=jH%*
zbhR8Ch7!gqIw~V;$#%C1#=iHc&wJ0gjc!Eyx4>+8S)1%YR@X70&%IK(F|rDv+bmAl
z%7wkFDB=x8oV<dpn5bx#)d5~e54!Zgq#<v0YvdH2^z0>&1KY0+ov{O;{O>{8ho_X3
zKMA`-;zFV2=kQSb8DW9OuzFVw^ap<D9D(zLYdl06#i|0I9_-n5zd6!X&n|n@Eb4IK
z6|k2eB)=l_BIe1H8^D$Bp4RiXIc&6KKT}OhjFWM$!2!9#LKQLEzBE)+R*Vc!8Jt|m
z)T3c~{!9ls0QixWiv!n2`xT^7XKR^~dTYj@&Yh<^zL{n<B%l<_{5kWY0e@n}g{4d>
z@1hH|1p(ONiMHAX_r@Qp>)Yg1@T-}2Q0HEg^j(G3jd%Yn=+ZOX|3+P`?JO00nJXvo
zEKGPQFf;SL;O%xm{ncU=n5jf-o=lDYKi-6VC)HhoGJT7H!;o`Uk9V4c7IrvcDa+=q
zeRPSiZD?2x8lzmna1rgwBgLX$zl>?=yE3b*C7hUOsV)s#q`9AOtp9yW^ervuXu#D_
ztE9mfQIuQ%4X83UmQ6=N5_+!d?fm-iVc|7Z4SVh!8>Fp)#2mRi6!~f%BwR;BptOqq
z)rRnT`ezkrIY3}fww8Ji&l;_~`9?_`D9a)`iNEKemj-6{++{Sd=r)jkVBqu#fZItX
z-hX}s-gN-*V^9rOB!B@MBKPL(x}F!B;pAGh4P>$E8X7Df7rXQg;pG*4R`mwmWc!7$
zMAOH$y*N%lpU8kG4#UfrND~th8m)d(__|Wc!VLTpN0S!WsNZX5$lUG&(vK(SxxevV
z(WiLIi%8GXWww=LC!_(aoz%9t>t8oC6BTIASnZ49|2O+3F1Xv8?NksJMQIPSUW-o7
z!fuE-pLUv`0h8<AR1`c;|HvF$D5%VSNtjV&Yu3{)szSuhtmnjpv(}6~X>==>1!^0!
zhzOS7c^q9lv(P3p^wMOPLa;AC&8r114aB3c$86z01HOcVc1JTxGRca*J)UvI{VU7}
z6_E(B<3Q7!SAjC(YH<l(*snFbXa(3ODB8-^_cLWfq=3B~g$@R-eI2QlncW03K>fwW
zJpf(NON23f2wVl_)o81aD=-)&P~BlGX$=|)?*1?BC`n-|x4q}ch6J_JgjxEjG(4Td
z7M>4Iw%H~laUMKp|Msxx(cdCEbblNa;<l5s0id#wa_qAxRtfZEmh-ol)qp>vaKTBj
zTTP#9jsL-MQGfm?<9c_G9MrsQMwB$ofM4Y!lgEE%5;#8WUp(pgIg&>$b3DKF`3EH+
zmIsPL33qoun9*iTSVVs#3fd&Nz(|;#w-T3;0X?k7RqNLrkhZS<6R8ksTy0G05SZwN
zfVOUsE)sEzDJ>kU41I%9K}Sv9IzI6ou)5f(k&Rfcz$-fHUZXBOloKAc@*@8H*&b9M
z&0#%lN0gPt*fxX8aHw&G?ESg|PvgYHi~U5&xO=cwmw~>gW7;_3&NDc8o_kJUDTO3Y
z4&&$09Z-jkv7E90@NsRr9pL`GN4za67PGcgcJDi9OBr?TX8x{K+~X#GqyFeBBZ5Z(
zUk=dE{`6VIgnIb5QlnQFKT-M{CX=_*1g@#chJV|xGlaUlYQ021Y)pi47l21otg97X
z1*eqo#VxJ4Xt=o@Z13rp!X?m?l798=qyeXq8EnXvlrd^Xy;{es#MiaA3W3mTg@Ng5
zTYqHl)0<(Dmb<%aeD|mb9mog>2=+$-h>|6qWvV5$wZpRpd$pQHP=0IcqKU(WhO6Sn
z!{)2SP_%)?=r`|Tx3DQngl#bAY5y*ksp$o*I}8&x{rvg!DrKo)pl~8DE|RK?ys25|
z#LktThgD~X@txqupi32Xy6(1sR6A#TYTD`KutZ$u$=t@qz~f^@9vgnsm`mM#-LM;U
ztc;1>0!6CmSFK)=?V<#@&*BYZE(88eafCj>yl~%so!K~xD5<i@eOawNh>s^LH<2+#
zipscaua>qR$GnQi!TcwRrBQ?HXds?8;Oi5m@@may@mcqbkJbYoNad%y?D9GIX&o^W
zMM#dTVk<Y$fWB92J!K~A$D0ZZ^4#eT{`JU^V}<?UJe#s|x1)swulsKP93%Djceivi
zjSR{=L{ZF~oG2(L@qgG)#Y2T7g!+RJ%qYj-uW-E!o=fE;l$}6(E7SY$hM&G;R}N7G
zC#KNMRBs5DXsRmm2Tp*&lA9O2o65|6VPy<1J^j)pPP8%Do5MnVgAa9@wL-A<Z9xL<
znJ>v%f#PyYS=FZPI&Ykv;>JE0q*GL{W)ugSLC0TgG2ClZ&HS=$Ju>c?BE8vx9STkr
zBq4o8rAqTB^JCe&4k6WUjghFz-H3}k9baAJ433n~a5-Sh$(rVN$DECd!)F0T9&exS
zQZD6rKYV|Vy@%d*^9%hid1D9l0ooj0Z&)54Y2w@Qi;oroK`+R=ZT6>~LwZIM#B(Y~
zz6>SAro}|$<uT7Ie`C>u`fdpfTts!eSu8@I++-m%n|XIQH2cWiS{((uw@F;NQm#^e
z^TE;CxnpcB;M$Gp$4UOWvksfbRq5b4F)S|9V9Z#Lg=oaNxaV}EH$KuJ(U?-TN6VIH
zeU7qLvw8@@mTP^4sj+_udfUBAMo#W#>gGuQejf7XWL5lnr<agezy%3*r3c-;3^@2|
z6y!!y`4F5(1&eZ1t~^>#rxu@=lA92+BYnkS3;Ba-PO#&+vP#o5&GI*GB!X-)rHsM0
zQc9%O=K47I|MB$JQB}2F_b`e|N=QqIbW1lVDJ|U~-Q5k+Ez%siySp3dlJ4&A{x0t4
z`@LiM2jC#iK5Nf4*PL_hOX5$fpT=+9natCQm3X-7e(&po+Ro5~F&Iqk9<%bAVvS@@
z?SmO-(Ov8es6K|C3dLd$(Xc%tkf`9cSEG{W##%u4+MH(Nvv>6q3i{CE>wi-=?+@R~
z`+Z$l9~^m^G0s4cFs9dfoM5_E^OG4@COt!7bONgYb4q9l*?fMDrPsM!z&=~|<*D8L
zu<6+OAIN-B)*{UoUAzq>2dMEo3-I`?eU{t}81<}xN*MZsGyE?(n?+W-Y(97(tsJMA
zx3ZN!Oq4XeK(WowIi}9Q6Y7~Yz1aA{PrfW-(y14MBSF6+%?BISUCCp%g64vP#nP3Q
z6P%puzidV*QK<gw{BY`vA}t!;9-BG2cY8K)8G4`9JT61C2C-ygT6kSJ6ao`9o%V>$
zW5AK>F;0LLmf1arr)dC7hvdAiiAL`sm-lWlq_OXGZCB#XgDKOWMUK;7L#6EG3y)?&
zwjE+&Tx3dETpW5i?Vw^Qk7PhiOiVZtyjPPFR#El7)I@^<X|`^l$fwfx`ztxaT!el7
z?p9;L9R;qni8Puv^1Ilq0-Dorfgph*l^p!7aFQCo+n}#S^$Q-JJhQ1{isw{{B4_Yo
zq`NXsdw0|6mBZ#nK6XfT{uujsqv0F5+{5zku9y39B*er4a=GV>cXtg8`eM>sgB)!K
zvoJK{0c9FC2Po14SA?g`de5lRVpquza=8xJFi5;k>Cl$FO`k1{>+?bFtZ&&?nRy()
z-Jw#16)a`5;b0v5>^@uZhxCy`vk4ZQ1Mq`0*h$O=(Umz?6SrO@q2V7gMQ2UC?O<co
zaz&V0`Scyz&pr78bv2ZlZ{ZBFQ86){p(^({7Y@21)w7j?B2W&b1e>x3(cN>^j>P_K
zoAbw@ROX)WX3sWXvwISK+r@qzZ)=VNwaObqx%DB<>Z7*tnTJuMO&D2*&IARjtRTSJ
z{|bmgICuu0$k&NPR8-~Wz7dp<i3Fr2?zm-fFm$&W4jEYil#dACLs<+s2blst^Q&11
zSKqv==i8OalN3AHV!0KZe<mC}7&V6;g}D8}fm1_ftV^fOnVsuc<;hIfpLF?@`+VtB
zw`1ZEo^B|8f9qO#FhPbwoeU{;duw`zhE#Uhr4IoD%gWlxmtq##p*Iqhe!FKiy?SLb
ziI{B?ql0PA_8ske>RK}tdxA&sq_rvSTuYghO;cHucpTc;zHPoT?~h#y2V#J=$x_l^
zWu&t+m3fkfy$TDX#u<G1ON6pf(077*W^IIy{LVI-Rh`MA68<qKFF>jp&*sW3==PfS
z?_|5KmQu`>6KU1xf3gm&G1Nv)SD$Hm9^yRR*w&6S6r~&#_U~Vcy#dE_xBdLW>!xds
zH5*VolD9g9^E~MyK{k+#Yj^M?Cb^L=D$yk2yd3#yBKCBBdXdv}%n0xH>E0qM*O19(
zL)MPdN9Yc9N<18Y&G_#Vaf<%|-<oJ&i`>cHBz3zt^fW<TSZ*d3)UJP3?$PnzF(VUs
zWakyP07sFUpKDo?(u;9C*bGe^txpX;7Z+yPncz0){j#6I-yQK@^IN9F#^NJFeQZLJ
zUDoT>qmp#DTPSd@YnC0lwzf@ZpC=lbxgO|U?3}6=ng&CkF@jEtgZs?ZwnNTor%IY_
z9j8xpt`jAaTa<PwFi}xfzDbxhj5EMj+v3E{q|_mMVF_?jB?)uCcjl|&gE(lUDRkQW
zU-OcYC6xfpOCXsCOT_Q2f)i__SnTGi?X6Meg+#(Qnx&;uHgS-f-IE*lJD*6|?1$*^
zKgUwpn(Lc~QKJwW=Vo<Nf5pA5??_r&Y#-2=Fm}~oWt?^;=eSyw3JID|#N7DbJ!+*2
z7#JW`=3J98clC|~0P3KUNNh@&DyE*59GkXIE#2%yo}<DSfQ4Ay+I+@kP1!7dHL@js
ze;kbyTq&SweE^50S8YX<(nYRSq(AsKR;;&-T09Pa{dT*68hlqFo8_sti(MhWAEJZd
zAT+i-O<KWSZ2lQ^$KIy<D-JSB0|$B}Br4UKytW?6?db5&UHFO2bOYW#N_~TaGMvFE
z$QwI5ZH4apr{|?y;J<x^ZtfaR-EvJHSj;1Y=J6jb#KFVbVua?-F6}eLw?96dtk-Z6
z5VDt{^0@rVv20aI;>9<OZ28||4CV#$41tx~YoHuz<(A?#eP+F;;xFYNhf-X<mP!S=
ztstW)g#5pnXDbdn<SzA*laeRh&a7RR@S7#TZH*3FEM+-%MRkj=t6n^uwQGN|%<#UM
zaysKstx#J4a<(o#|K+2km<Vcz!NHt6PVv;&M;B7sr7K8w<Et;UHaOE&449V7n)a?l
zNsEp2wom*`<1#6#y+{fw^?O+_CBauZ*cpnWRE@yX$w`eb0&5M?-<KY%x5xOuo<u>Z
zLk)UTI;$nG^!XM>ba;B*M6T}ctSNXSi$~JFg~{a0i-~-=HG8<R55=EX-Nn8=YG4g2
zQEMexOv@H9!Y7;FEmg*R&LAKm<6VSe0QjU{zr{sfZHl)*xVsJbZ~IDm$j!(ME22|n
zdJ--y(ZQ6K+!<L}%V@QKhbWEiehor2<)O4u9y$Tmnl|D);>=!}?fszS^F#IAI#Y^L
z-=;Tht5umr(lhb&kFeUMm^8fnng05)bX&y$fhrspapr1cy#4sO182>)+R{x0{~^hN
zH`&3kGpDl3g!0<J&k65nujzA*O8s1b8CbdBQwcDhxTeGx2y8@jYea2*ESCf2!!2JJ
zi&5{y;5}iOWt3BfOmANbPGM8x&~N82Qz%5wRIksVxxJ4Un%iG$CX1sdw^?bM<RXX&
zq-fXjZ0SJev)BwEtoZ|>_A~#lFyM({U@*v{ZoU1Gn(?2TBT@{$yRNlVsq(-DCHVSb
zIPcVCid1jpYSl!gq&#*#&W4D^{4%<cFb3L3$heH}U#0MH6Px$3&t{xuHcWHAiu#rh
zq{0WumZw+6kq`(I{dL~ZHJ_ORc%iIB94Z5B%a*H^(p($j_lqI5Inl1LE>Ygn(vPw9
z?lZ(OV%=Fm8rb(wVm3Brjj+yuy3CfZ1L^`_Jg81<n-L3r!vCG?A&KzGSrAs{%Llm%
zD@WU&$!^jA>pNoq>pOYw_oY8dE#R_sDNKfwpe5qVyz}K;fGAw|jOo`MigRx?RmA=D
zL?9;8r!=>Kr@6oyxj#qp`JtcTFhM&{p+EWayLT=huu{{NpZNnjD5oDhsZ;r~zN+cy
zU|J$;w%sC}4kk}VFzP>?(<h<uQ<yzH2&gwF4mM`0Qs8%gwy~9bxS3#G!WmNsf7pyK
zed}D?ekqT@PcOrkE2fHrFL(;!P!dfik}X%HzC5B*V-<GY44TJkTA<^QGBO7JMzI7p
z-^;yJaL8j7b7#{k80ZH4f96#den4A%C9P$+pnvQCqfF{@sc$r;(3p$R?JcFo7YgKJ
zcFSQVm+k?N0_;QRgO&NgOE?`V-BbK6mx<d=m#8R7EL-Qyci8P_*CYgU`Xgf=ocJ@Z
z*u|xMNY(XZ+{pQ+@B6HrCFhjw&CL$W)~hsmN>9yQj^uT63*{`n|Cph+8kG{f%Zd(h
zN-akD&|mj6Q)Ga6xdZ1BHBe2$>wg1|Ygap^75S_^ud<|58%W6X%MFGovom2MEf*Hf
za;;+EF(y7Xiy4n(4AzxF`pBm?#rdXk0CuU@{r;4C>E{Fs28+LA;<sy+Qn!j<NBY_$
zuc@0~wf!<Ro&D(fN$aj$#KYqV5oaM@n(tm@mqNOGRwWF~ana~15{hu=nM%Jc{z6Q7
z(&VN6CSZvyYK<<f8){2S00RG4?C9h|W?-D-9vzBVV*V)N7ezr#Obn@oq5H(Z5VAYr
z3Qlp%u_KXz8cvNcoUcK+I8+0j>$cyB^>pv(m?QRsDBN`hjmaH>MfgV{CXCB#l5Z~s
z2Or;Vx9v-#bom%kMXT%-|4jgk(auUvxOw8Wh{&xnt#6qYAc31Rr?{c_RWGd8pg(%?
z!l|6Kq@-f57zMe~c3OX&sls?ZN4Di!VXhc`@mJ&PGID*w`6!1i*Hr!)AL*Xw&H&xH
zm6ekfKlZNm1g7IpJX$50c8HME-}XO!@zu(1zVI|m%X0doIFR%3;36Z3HMJs~#xLM$
zyc*ryqDbm$cu(*ze))Okr5PQaodz7<?5wkZX1kW|=BAFrQ$X4&Lf3A_3ZOSIcWZsU
zKbNq2`?7W`5@K5M9RiwE%g1ND<1mfzzKe@eG$keS9?zx7$YZ+Z?fnwD+=7SO-T{f!
znmC!`C)#fG|KUo)-K7}7p6Ywv;|z!TOZ%GLJ}gV+$}4pIIR)p9!%kD*57;YxbM}TQ
zb<(b9yX1!|6&Dm-j+(MBP|-Uu8<R~7BO|yzOdg>0<<M=lu7_{6aQpTqYLbM^fC^s-
zw(xSEkjr?giW{RJX2X<^-mjXpqn65G5Rv17G@;(+@lb}vTo%cYoMnG%{)$6;o;Bvi
z@X$D0mpi%<QaO%F)Bm%7voS;tDo-wpv)ZkID(O3{bz`$gi3~lr1c2H95m~8%L-2u9
zTJwF$k5)}l04O@oPlXqUY>-!$ta>wLIeB`l9_io+vZ0xB>Uie-!o_EZr;QmwVJ7n0
z=0;Bk+3{-WsVwIQZ|{_@-hofhM1t*%iSLmYx8|zR?=B!hCI#WnmG?6FIzL~Lpz*_Q
z0{#(HS7+DqkP)?*gr(IQ*>i=DwL3-of+Wh#|K#z3QJOH)V^2}WyG(tLgjCR^hN-0y
zFaPrqUb}G0f?WV`)dEGj9MEud7!x=g);RwIjnBRc17q8N;-iI($|3-2mvO1pXrwt$
zoPi4H*t%igq?L*@`Q6P(NJ24+z@|hll^XPd*p3tm{Sm<!&{<_6WpMT;0b_aEIAl_D
zfc_EDWT?jIT<pt5$Q;vFDqC-@b%%`J*6&H&^)Qx3iDCE{&1K;&d(>{GjJUcso(-{S
z>@GIab^6n8jkG$b6;YJ_CsCAH*zfsT@0>h_%(&$7Sh^Q8?WN>JoMWv~s*EEW8eZx?
zE;JIWooxSG1bV`i;Nu)x^_;hs=WaWp=fTVSAl8feS!-kamxzAzYvnl`6pL^v#AU9C
z`nao2HLa<RfdRihEl2Iq6~CPdLf&bCzz&1!l<!hWq3P144Yx~is+(=n)l0nqV+K^l
zK-uWGTpLS2oqOOK49|_^PcVpyIO~|t$?IGu%8B(lQHY4#Q$d)xOeiB&WS|f!C#1({
z_yf7{IqZ`Y6@I+{^M9{Np{!JT9aImE#X#&im=5d6#6E_R0nMOop&llIrIKxRRkkdx
z46r3cygD!Ib<UL+%t>-%xm*)&;c3PLqd(3FQf_dBebEgD_Kv8!I-tzHD1M<!cH3fY
z;8@@gm+h^@o5Sm5x0_R{mYXIt=q0m2A0KygTXg<F*S_K5%|ma5lXF|cgZL@2-ts(T
zKJ~us)LCg6O`@|2SKYYtzTQJ?duysP-T~L>Oz}}$C^PZ7_7wDcLNofVsNj~A{)^dr
z9HxrwahZeRt7I(W@w}pO2D4yQ+FA%g<|Sl!yg^6^urlqq|CkuRgQX&@_=(LK)F;W{
z8Qy<+GPLm|epr4OA6c^~J)f!}RaNBF6vTqx_9mHL$H05s+6TN8VBnQG^|@K+I3i&^
zdQ=~ykYj^mVUU#J&((}hOyg3=(gr;}y-KUq$N54T9^V9}dlZzFc5$8@M%SxXlm>tY
z^22IxH#Mn$mzr9-c4oV5wdH5DNi_@ac<>8wzRjMCc(j$0GV!>n!4>eQ=g*CL9XdR0
z;_>{b@9|)bJ71$E&l!$_8J7~7TzV*S6Q?H=;%)RV9C3ytif_bxWcsP-+wS;NDE3m)
zE9fmC@Wq4^`%c#3CH!^dv(P^4qI)}KsBl~nT71C?g^)RQdY>)ycB-}*tmdBYkI<iv
z^_rSFSVJpekq5tZM#V|UvWw;yFdW<}v~7L;W3uqIhR^)}z(&QBFvl^jw^i!X|4N7F
zkBT3t9D<#LdM7aA%X12Q2Zc*z8<yh8=b`*{TyFMiY!u%8p5YZQVIUl;+(BLXFI_A~
zN36F`X?{(Lac@N)3UFNMLY-B3@;fD~vf81g-)Q_Z$QaJu@2?MAJH$&RI$QH#m~t-3
znE#2a>hW{Wgv~Jj{yeZosoogNU&_n018&mNtHM${yb#s9Yle<a0ZN5_>Hn~Y!xmY#
z*yPJ(A;!brXy!nR?Y_F%nx7?nlP8gxcl%GhjTwE3yESJ#{7u%>Y+7|YU#!Myc~1YK
z@6sc}nbzQ=A8q|CxjX+_f<ZZ#iJ!vZpwsT9gKlINKJpwqlY`5MA*J*9>vc0M0(Hj|
zv{KB=IFyw15421kp8&cF<yS&P7Ge^EpP86?Gt9#YCjVq@(0JUt=L*eZ@KY`}_)k=c
za`=ZThqnJr==ehDJ{ns*Pp?|^by9?|=7qW=n;(O@tkUY6Cy?<hFe-=o`l`RbBPvQB
zqws?OPJqq}hy`dZi{~6z)%(Szm68#yR^femTmN>I3wTx^{`~%FDI8(ecM>W71+wW9
zP*{j2mvf<abpTzY?99K*&aWJunaR0)Z-gfg=0yLM)hz9<rCT=-I}C$^`x)6*578yJ
zN+L_7_z=4J8u(wSJXkPPIMehr)TBZKT*psC^n6Xeg@tn7S3C`Cg;nroP;HI9WR;vf
zPa(!?!Etd2d~VBO>7AH>g|`ZgoQof8+9$BwdjVOmUsI~SwUs@_NCOdyQ1N51k5~^p
zf;O!V8Y2+9J4yrRJJ~S*>t-1!zom=7M@Q5Q423@=|EPn0dmR1*5!G@`KR=%YMGpUa
z%t+_vr29qGx^mz>ebNy|q_<4<U5XxnY|fv!)K7_tH26eCC8{Gxf|3m+kBN`({;eIN
zQhr9llzW+>rnFCaMcZ{KLB<4wthIg)x4%1P`7WwuzQ~S5yAzY1qu*6G_WaRt(JAK}
zW%jzVyjXB7*g#-3`l$;jqW0xy;;5G%{qDV4*7s+H=7Le8FP7CemvFcoNe=Rnc>Kzh
zBQ2^T&%Bp#?<0j+X=u5~Win67|6dj$E;Q8ab+8N2iw&?5dtRra5Jl%s?g2H2a*f!>
z%CD?y!cZq)o$~w32u@;|+hkiOPpNbN-5=Ss$8p(G0dObBeA#;J5k9SCI5aj2e4&{H
zJa;+)f4a4>SLY!4@@956meSyM)pPDoWI|`%$g~*4XPGkj(aLE%;jkyj<^D+8gi21J
zc-(g3Isf*@rn??ISvkViw&`cNe0evv+qX|QrdZqbU1~YamW`(a^z-$0l&9YF1(Qe@
zJ2DVIguC^%weQEgOt)u+mn0;AZ!^ktsctT7lM!(m0$+ak^Z>gAXfl2R$#dFxJecky
z+v=0gOC#ergwJ@6_rv1c^JN!khR}Ihr6liDDTnlMmf^fAD-)MJ+=H53OHYPs&)86}
zIv0oPzup<6{P3SN_eb5?>sIQW8g<>*+6k>uSh%$2nJ+`Md~YPU>`@7zl?s2`yJY$M
zdO&K;*yCpYV4`iCM*$^#VcIk<4!0TVdar%g@^W+Ay;8c4SXXZJDMk30S;le;vhv4f
zxJ(tyf6nMc?Mp8=uqCqU&!}lLlYg+QU46KU&0c@N?Sq3;qe61yz*eyy@3x8z_3?f>
zQ}+jg9~vBy1)KfqD^1t(l9$f+QoCgzWxEuC8su)i=#WAt*-wQ}ysWRM$E3IO8PrTX
zPa%DJx-3*i88}W(d$wZz;)o||YlwO@Tl{@C@n&IHl3jzv;~zVpSO=o&+lH&c7nwlt
z1(bfFuy#&P2B}9qh4=c0D-X8S;xar{hSxQkqKlDrE!xe#yCQ7rxAZ*JX&d#sa5E>H
zchJnR%{3WJU5c}8*?Ucfb3jHA0dAU=G(YwFKV3<)?r?BdikyGC-EYRIz<ILxCiYKS
z@G<9KPV0({Q~QQk7+eNz$lMokV#KnQ!>{|p8ZIxpLZUDRBA1JHm!E<-3cj|xXO{tm
zPo-t=jR8}Yv5L$tyMysz!$g(2oC;8)g>soz6u+XC`(7$HUoqp)&0OnP@pHq8qhBsn
z-Qv-z$(Maie9*<(F3)H~*DJq=2$@YF;=G;8r9D5jCe4t-Hl0q6oUV3au62JHId;!c
zo3>(Pv}N~Lb7{FEhL0Q1eu!tS#)=|yAfuJ+#kKs8On~#fDJUtWm2TD+BWWq*=2F3c
zvv{fsxL1Pq@PWrmpNyZe^G8$@EL~!{0o7|ZV-=f~RYY#l;9Pn3U?_omha5k^fPfd0
zoILq(V$Rmn)cWi1UlK5No=el89k~twgUEg7%A^{4v0+kg_16=#scOpgbLAi4!ByxF
zI2Y2@ed<DE=mZ1yNxSEq4K0=5Q|ZuFaqYJ4&L~TE6dW~KD%`PNNxWD7kTa}goNZ&T
zUF-f=7ay4;$`G})eHZPalOIU<;SJliDdEp_KNI!c9?my}#KTW?Y7?cC4s&>$_x=DV
z3sxXcX`ppYQ{+17zL9bQ#C6NdnS^YvM+eQ%*;{FPJjlscWEGXbZ*Jf!q?0GOmqS_%
zw6}Fxt8Inq2eGp1PNM>JID^?qVrC5<?<mSEcb;mG$3LOZMQEkX3;|KOI?>^_0XzHo
z4-EQjr57pfzNKs^1O)xRI7%5k)J3v0;kcOeZay!$WfCb+Vad_>r1k`~;(7$M=D@1z
zvNm6bWe@H-gtBu+n!~}2K@J-8t|kfqVp+C~{Z8-1n%}7IQ!J*cuz1AD)?J7T2=KS#
zqR`<wyV*7ho6S=&A(O|?w8M+k+K>&B>>u9?3Kq?_i!TLa?Ek;Ts47)r&%n`+)|Nj0
zG<pl<_$TMoH!-*H{WXVJKyNN~yZMG|GDTAYe#Qtu_*|*(GTmO%tD`V*D`g0UoK=}9
zjFnv5LN!yyNkRB@l^$>kZhXtrC)t~l76_hv;IU7p+*<Ch{P=nPZW{}U<o-{XYINg>
z#GsaDbo!x-hp$hIK=jEHMeqJffjzn*kdOYV@$yFN(!SsCgI_GLl4*G$K%@pXYaJ?N
z_!2i?Jw%F>hzQ!J-8UqJc(U-FT%|C@>LmZkNnPXLv!_R;dXLA|s7qh3rpL{P?l-)*
zb@-D7@2K&~wScV?O|A3?o2BBXVp_|zb3Dr!Zs=gL=WmbZeM)?x2Wde;xIz_)?eo+9
zJO%3LtHWq|v1#Y$5VP+yzVH~XxaOG!ac2oMLvs;W5o-avjZTGz?n%l2#6&33t2pWp
z=3Em9$y<MX@|#7-oPIaBIbYhiwz-*MhYqm@g7x_p;o5q{9QZxxX-dn91JY5At49{g
zZ$r<|&+Rv2NLVd+dvPCA`{J&I+8dpdPmN2PuaCH*jOAQZE?L}M*(2PsGsgz25?q}h
zC*O&QlpDvoXmA${o!;+M>B2&tj#zdsj#YoXtJde>sBc=Z<wR?7ONk=4q`((ZE(fG3
zXJl?fe9`2?$2GZ6)0LsZXn<aQPRk<)lj2!5y$t(;X{)5@ScUaE2e8Hi6bo}@v%dl+
z2y7eDx|wzQn_3`O@Z!|^6D*p}K4O!kH~mH-+?%4c?$s5}3}P}|XLn-{?hMHME;ZcI
z{>`tjkV#uxh(cu?%aae;&3*CY`nqjo<T2$MVkss*aoSE^2uHUy6sSF9<=p={0MJ6j
zj}?KyoJg|}3<`K|6X@#7VKO@5Z%O#)2aGO)eZ%!NM&*hP3N8mt5|Wt!Al8rP$*2_K
z6_Q;)cdyq?Z<m27S*=F%=hUD(Nv_f9xos{mEr75M2Y*&^^Z2fER>H-Fbr)wgD_1`%
zHiwvp7#A2jnwElvkB;fqSXksqNq8rx4xP)($r(aCu&^gxqDNfTyRx6bFU-(derPTA
zY(2m4aCx}Zc%<c$hm5AJ)-K$#Yr7x6pW5-5_I5aG8Ju1Q)Og!;<<{#QNrru6`;y<M
z{jXQ;7L&c0G?b35&dt_1min0RhbY@*goJG<*ne+U*H-!!G)N{)=+ZR4=EBqzPVV8b
z+o4W8?-@rXfy+wNi8YZgpfFcWyAV>ClWS;uD*M`Sq`Tbl7=zWEJD_Ls#R56Guv>l3
z<yuw`od=^YWA-CpJAv;m#d%JcBt8BPvAjre5E{<ws#vGcjXx6>P?~>}ByfBlm$%)L
z_R|DJXtvI!xiD{>q9g=Zp&duGcVh&=ROF_9&hbvsB0RI-<(P#R9AJvC+e1fA(iPw+
z%-p%yyfVUY;X(|9tf4y}9)ic^kgU_)v@_EJAC^KJQhA=7Y6!pYTwO-fy!1E883u<t
zkD*viL7o!{s#k7=X=Ri>JU69v-5ObhE%BY;C{@|3;$I(sbV%0!YMe3yV>h7IzfwKj
z#tM1^9$Jfv@H9Pb3C_1J<T(3z@Hx@Dhc)7`S*!Aal`!*=htcHV#0+H_v)8w=N4RC`
zdB&TaMCds?{M$PW4ChDdn%ApP9;uCS{hP0i(PhNE<@-5e&ybf>4qf)|ci$hl9$jW+
zi@e%dVo_fu`HwHNYL}sxV*otVqQ6eEsK$y;jg>N7nXoqf0qER?Hdi5@7fnhEm=HGl
zupJH?x&YpQ1}{@@gEGRa=I?STwq$QRlhRysFY=P8XzdBnI3z<^yK?fmMi|G^Dq8o$
z>Ht}j7oTx`rQKBG$pB3*_u|ibGRpIITYI5ft;y>W^W0Y}c{W?MF2?Y=ACPswVD}C7
z6VcK_LI?4HLa#E1H$Gkoydt7$qtDdh5$!+Ud?IGro=O|5V#dF<ChfXt4Pw7uUrFoG
zV_ZJ1-m8g`!~cim<l3;Zxyk=k1{sW}a@<`3!1s9#&24S<TVK&{Gl>VccYA$$EbW`<
z(#MmcMa+(nU@`3r*8xDXN*ABPBlZCqlu37kGFMdsN?jQk$b~EP`eXp75!$7IIuM-|
z8CX1gwS&3fhr{wL%N}{-iA6_#wtdhn@sO7}E(7mpk2_M~G%MqA|0LurJwT3wGmD5@
zAD!>n^a77Idv=KXQ^}jjs6)W;g8wd75PQw5-bcvS0z@ZBOl(f(^1f|6OR=N3bP>js
zWZ@)}UDt=FyGQ-(Omvq3B$0CceP`ijxi1K7fw@tptRITQbX_~XE%9D(K<QF7`wzzp
z7+?R;q+h%wqD8mha?~(bykl~^GKK-;2X$Oxf$qw0zoy$BCT4T>lCO8nFB(nL?-C7@
zzn2n`$DrqJ5BFMM7%_{43!`B{UU^maM1raC^=t0ai+?M-yT59$Tm8l_IqHq<pE1|P
zMaLM;?=<(O>4i4MzQqq2*l|KzSU87x0TT}udqv2q42y_}*Cts69X5HmEv8UZz4?!X
ztPN&gpDHjcMZu&?O$}3-z;&bs83Hul!OrFrc;_p(*C{l{BTOcLomx$=tgZQ~7I#cA
zm9j^G5fR9=+zTx1ocY$a_WYUFg6nI6g&}C+QYPT5JMZg5ojpm15@R!`sqHN=GF)Wg
z;1Uq=YXV<Er(_#Pk-K^}co2t$;SN{mZj)Bnzw3{s6+4{M{+Ev?T&|-j9V4wA+owmy
zq97s`d^P3C)+*g{t6YHTE_GD=cz5-@%xkc&`Q+*P_Z}z42cD15@xg8J^n8H2O7(LQ
zEUEaNOje-UtH-NYH2ma#;BRucvW9~U)?b$RA6%R(+uPxmsB8}p3#ZrDb^DG?kio3%
zeL&^EL9)qNBt^hA0XYI}+h^LfEl|rN%RU)T1mLLR4=5`^t*KloDRg!99IKm`$M;6D
ziqcXw-hhmjXozq1$LIkapPX%4(8-B{R!uQY__Cuhtz8L?^+&cC1E+ma0T5<D#>NKs
zb6{V1rsP-K*eOW59SMZh@rkJBu<0-Ia+6oj?QZZY!YPHzRZ4r3iu<dZjRkCv#<Nc7
z+R|N(0M9*3&lT2lECP_E8bZ)8QKkXgP&#dCZ!dN<Lt<&El#4V>4Ok%@&Q$&y!1g@2
zu?Ix}{@`e8wP^TFXbLSlFP-)!^~S`(0}hxvJ4)~I>__9JB5qVv(xbZ6*w~zP8@&&?
zQoUt{mLw`FE>zLTX}uxUK$CIV?w#?GA#bRlHl~G&Dxl3y*HZICQ;B;a8xdMA6b{9P
z!`aQDbG5$_1z0iMgHQF7v5YWumb)t)kApTM_#8fbSQA+0y`<3M1*Qr^!r+U4HMTy@
z;lQ1Ufc3%3M)oCv0x(>lx}cr0M{A?-g)QAKF)rawj(<iFP?^iG3ZV&KYFo>DuRa{y
zvVRMoLTap3gj($LakQ=U-7pek?rBaKWSGJ7iOA#emK2h>{s8PHW@GhO!;i{ZuX=&X
zt5UTC`|R8r2Jrj4y42@tHpfpwslvwBU#^%n`~xx%H9XOg!6~fZ+2b68NlR+G6l)AX
z`O<WEBw`}NYALV$ZzcrnmD}roIBjV-+*59~s?Gb9mkeB%BY>)*&pKdKG#;)TiIw3D
zFZ&eLHwcXQnfmh&0Z1AGrEIdG5<argiGxb7t3wa}W<{Ned~!ZJiC8omz8yTRd$z0Z
z=4M9+{2s;Hn?TssUkUP8Ss=Od^{W?oagm<=4>iY)@91b`7J75?ls~Dv4(YU{^wu^c
zZ|>_S)-KVv7M#$al&abIguAGcO02}ihS$IwibYRuMavn}l|}RCPvw`#QrO~I#BeDj
zC+7_ex66~!mDR1##>RKj((g4>oY6L#xHT-^zq`1y`Iar4E^FP}B`a?IBmd;grrfEK
zUs+W(F&r3-UO+lMh*x~`cJ{bSJaepTfG78SXrlzgz$oy0sq_rCPUgJoY2wcd0Nsxf
z6`vS82G=xsa=L(*scQb78yHP%X*MfXQ9RMM^o4dL){yH~Wr5?P>U?=A%(Omf5V1H#
zn}$9~9V@oBsYq_`uQ6EqC1AuHZg*%_4;Sdyp3)qN2O9FqH_&T8!~Y$uhoO+|ijg|Z
zvg!cms2n;Y;x0rNC<Ft_tDIoJKZ1fAC$+qE867UW^Z2mu&|&I3ev&W_EKlTgrY)56
zbeKq$>Ep(s+p9uY>!H-3fh(OGE^((~Pv`=L_aJIjX5-QviJBQZT4l`vbYqoI?m%Mq
zN79m54E%6$NPHZbv9fz9Y_ag2l$SROs6xP86O{xDuqn9#@2c06yG8Nv@NQght$~LR
z)Xsp2IBJ{(4yddglb|q3ax$_~<<v1FAdv=y;}?#nc~DY15fz1l>4TWq@>%0?L{zba
z*RK(R7KR&>ZL;}koaro>-Oym`H^fx1a58fmw{MvBcXD!wW@?CH;S2hJj0uPbUD)AI
zXUGNxNoLA+e`>O994Q%Ne=PMf&`cj~%1Ar{K|U1p4ZqCw#cnUar&8S--T{|w33qWX
zAD$O94?0bWjnQ;dJZ`73_!(yA;c(x80NGqAxB_{&{<zb3Vq+$kdIp=nWAe#qB}Ie{
zkN{d#RJn{#*z4(S&|<osFJI;yB&n-2JBD}KfiUFaA`UY0dri%fx<-!m!$ba`UgX`u
z&db+NQFQZP)y+7|%W=ATve9s(q}1J(tYveV(qz5GVwBvb+P?`!ezthNAHg6btZi()
zwywOv9$QccXIiU}<ZfV?g++{zaB}($#6^MRqYkT2RApi?#_N1J^3b{J;AN^4GwRTu
zrsY$E^!==?rsYcqBqZl`9c~`xI#(l5((NN`r7MTcnh<Ho_DuPHk*001T&|AO)2)f!
z;fHWxIrg6CB|YZEozs41kK0|+V9d)OoKoplRF5?Fwbidz_6t%O%j7-%&}K{EqS$l>
zSr{Db3UldH>ANyr3^!z#TuU*$U!`1dFZfBq?Gx0wkBoXql$;Gf*X~YQl6gKp^=oYN
zN)P<}!f3U_pR%tUCWU`+o}#9w_d%^z3p^fy8XHlVN(m`L+h^Q&8rD6lTolABDy%0s
zknn>+aX>&@k}pN&pREweS0?)1_H{&UK81^Lr0Fe8y#uY^R58_fv8iN8YAP&{9ltc+
z59v)^@CF+M_KR(03JfUYIm0p;q`ar;4J;@&!jOFn!{x!(0%9IGOxM<zCXB^uN*M|R
z!H#&u1VEY*F;ibM9FLD@*3lUUHAPNDv_54xR`x{;+#opyP88YVw|%!^6eytZ_@3sv
zm)wDPb1wA;>s*m@Tp)R*uA^aQ(F{n#C0)dNxR;LH$45K;l~2`1m?+;u+FazX{x~lJ
zmqc%`is#{JegKnidyt-zQq{k;(idl<sPtwlES}lp#u``4{WR$Xy|3LZE6E%XsN^3e
ztjNM1h@-<v&iaC)*p#d9NOYG?LH^|wThWq3AXafC1Rs8x-S)pM4`A5@Kg-P3$AADK
zvjW^Ck@KxhkinG!a07?N`Wq-RgE-CR7HN5P5Wu|uMjBlm1Z{K$?Qd))=Bcv83y1Ze
z-0hE`H+(B(YxZ;^i%hUS2<00>AWhNUo#e^;acbIJTioJB`&AiEYdAUNB@$W()P|8(
z<=!ev**3*M$oROO8;>(ukf=&1{$lV4Qn%T-y05#+ezIUh3<wvrUir&Hr!G;)vfDQ@
z9R{>9O0~JvJq3Z2Yun!C5e@JtJijs+Kwuxv_NBrJTZd1yC4<U3VrFO$2TG?V3JrbH
z%bJHqS`UAY&ddIkS}-5Hr@q<9bWprbSZ%H#o=vGji<<57MTokket1c<J@*awk)D}U
zpqCAa7*r;_hm0`j4!>G*s(vMjD~h`PP~)&@>~UWo0Nl9n_MaWy-3?28f={ZgyEJkh
z?l0P)X?sWKzdX#(Z_T=S%x9cpS346ydI%~YLU7_4C<VPJ5ufJc&)Z(tKoNvr$?4Iw
zx;<!fExDQU+8SQR_%U@sb8r>D#JNKsf08Dsa5T-;dbC{U12ybCg8uB#Q4Rb22_8gB
zWWagxuQv~ha`Z&`#9}X8i&9;m>P^g+t%Hs|W;)`>ijAf&o^<VjGW(*Mzr;ML6oMI?
zexQNzKZUgc1v6cdYh^vkk$3WZ6V{~#?;F1knRqP0=JvAV>dwwr0OBAT1z<9*m+BMb
zPlo=3(!NZ7nrG`f`2y_k4i0ppea_uXXlqR0#roIwCiN7HdHX;;hSrnGQ(4(KWI5#_
z$56kODVIe_bz4Z`aV6fJa3m{jo$`vMO*LD!ixCsbm-PVV)3?WW*?<2I5^;zQ^hHf4
zaJcd*m6Aq9CWJ9eyA>K0Mnq79Xp_1+{+P*o<ik#Ym{?(GDJdTp7Fp`**w+Bv4`^gs
zS}J)1Ouirge7rJJBGhN*%viTE2p*T0=_n~fK!bl_@?!n2>Zws7vu48Cvf8YW^9m=U
zGx(8)Z48pj3%mBkAsk0XLvR^8=Lg=x#K22SWBoIkEN+bisg}XP11`p$igS3(TtmI6
z$P`IgSu&9bVN_>QKU0}Ly)47biQT@j?F?&&u1*bb1e#{#d|BD&H*Z}~u{T7+PEdZm
zrbd+?L{OrxKiUBo_Gj8QbjT;r8HbZ2*4w-bX;f^YL3iZlW@a{5O#%3%`k3(-h_J6-
zrM!8=?UJ7Rkfq4=qfpV>WRfae(^9XyAMN6R#|O+qCpHmtemOs*RS(+?Qyn&<q^D1S
zl1qi3`(q})>~LzDHl%+hm>j%V=jTiX5Skm=w{e$5FH2+zvEBI2Y(6i)wrwJpUqOnP
zIqS51$o1B~`Pdd}Y+CO0`uuO4j?Rm9d%sJ{OHk_%Xri;BG84qpbHe1(Y|bV{5;78*
zSdeK)=?QpS=K#+h_t<ioow4T<%^|YohI?v!JOCbsBp$SZ;LYBkh><Qc*7d`6v0Iy0
z%z0|TN}2_or%`M>*K=l^4tX6Riza<K3>j_gYV8ZvYey{-rVFXH)GX`koddI|t|`gZ
zSQOj%f7LJ`qs{VfT0S~v>#C{)c)vAM7qPLinFWG7pnjj|=#tMip^X-@@H|>9)I-Ep
z!Q??FLbg=>Gaw=Y*ZY-o>g}%(XSs6zm1kZE-`%zi5lx>SW2MQEsKE%&*Xd!Fc;4)|
z@kjy{=aE0r*ED^<ZA#Nv3@V9NQTBDO%ZMzH;}|pl_D`16IbiMUIKD#JSra+;a;btX
z60h`XcvF8v{eX+!L>4x%c2M-P+;P@x$zx?}`-1cslxxDu@$@3$f^wAxdE?ecE4%4L
z=bj<(bBVVy)XHd$Z@p^8um8NRaX5NO22aBSjC7LlEamF9Tqks+{q|o7Ca~kXehbG3
zQSeEf<g$|C>Gp9c_f(sXsl%Ne4WV0IFx#?|e~mdc$PRI*gWV3-D?u=2U;rlEHLD_-
z%t@N3RQiU+#J69M^pkKLzn{LP_Fb!76LLXwSG);5MfBb&aGwXY<gUIPO(4C<nL$Ab
zO}A5SPdCLdFCo2NRDNrqWImiu(>WZ5>um%Y2>!dR^;&P~di&s9P6$<EV(AeYs6dhJ
z-e|*;fZs@8e!QX}D`yY33w}^HvD@$a%A~79eKg#JIf2u*{PU;c=Dc+AMXB<J#vR+4
z?I_o|?N=b5tv!ZM^_-H~rBDRVog4VQ8j`@1`I421NoZX`v9`uR#GRAhrMUiQ<LG*o
zb<ioZ`FAYmo?=r`cK7>h<+=w71E!{bDvELMM)h&Oi;iVX<1#>o>KZuLH}jnjUUh>;
zjFxLrW<B66l@gq;5CU&^{DDp=3;wIDEavmA5k~9d!=G^(v*8AN!|zgKXW;$<Z20Xb
zI$oa<vZD3ezQyQpohY64ah#`N*{$I{>Zrvop5}4aceaL?z`6YTL~ACQ>V8~F;<C<@
z8gf$HKV=|?z#eI?+PX>ugv&LidOm7`F~jxgHIVK4{Y?_SXyg)in9+VtllLL*y#m!h
z22=;@%b0K*w-2HzZeMENFD)U{m3W-2uy{P_bCHVOoGtArD%PIFqde1dk;g&9l-lfA
zp_5B@1K!&)Hs)QnCPbmppE~-3@I~akw9fpF%C@k0++y$%E44j3-!-u5k08kV8c$|)
z2$UA@T?%Jp$g<mW`ZF2oa5(ZJna948r>aunFsi()vXF_a*n|cGK;J#RxHO>8#>Sk$
zr23L@)-$z8bKnxCdguk1yrm@;fG#H&qmvV>_C=o3y27ZakMz=56%{tXyR^9!V`S4A
zuOmnf#$gIKVe$T!f{skf|2+>Gc#`P!n!ascrT>}002ys|wmu8MYfLsddGA+M7gp8c
zl&UH-i>@rx)Zd~y{A4c8-e%3H0Q_58ESy}8esC28g-DC!vH(gvi%5k5<eYV&V5F9E
zd3add+}5ujA6xG;guO+eN{}#ETLa5aVykyy%wQT>pR3jb+fZLVo<Eg<c@G`o3<S>u
ze*Yi@t~CnYfh3qILFiV!F22nV0WOK%+6RC$P(|{UYTp3eCf7*j9(x;XH+OE)ZqJsj
z(x|9#aGy&U10mz8O{Z?{Y0!Ylb{k)BC{fPs<eM6m0-`LZtoN<kgX%|KxkQ7Zez3K2
zWWR6^ulB*=#{!FQCG9m8e(x4Gn4BV1#nuf6Mj!nW!OiA3+9$_Qr0)EyTvrwP<Zdjb
zDER(9W!{DB)~aGwAxZxFd64C{k(N16>yP1HTz^~>+fY(-DoEUZG3LjD+#_NGiD&N8
zaHg5<16COE5F|EJKP0#ovx5RQKcACMJ#hPAmYq&RYy(^qJ5^}#76rDX@cZ0l=iv~D
zS(UM+rwhTto#rSrST-h*EBzKu-svyNs)mv%sEPLXFvpP6({Q;=Hn!Jgx+YcM%AJ6y
zIA2oK8=y%cnatJ*g#N!Qfa*J?9M^nKJJ`bT#!TVeK+L$<9No^IO0Y<lP^k1rRCF?9
zgkdGa`g2hhVHj>~x@c5IH08SGd3PrvSkr-Ifze#9iiF&>5AXwGV%*FzL1AGe;mloc
zzT=Io7W?-i#SU!~6K|!Fhl=02H#MtU+uL>wP0sFNnU|C9?#|L^Isb|&lpZaS)Cc@V
zTj^K{K==$wZ2;{l%uI?^pq;>$#=QI$l>i{y%m{&L>7J6@cnBjpmH|jYr`<~Xx4XSZ
zpgd$bhXqK<O>vm@i2kQ~YusI?4qfEe$UWeEBI8QogmC>a`JP+litP%a?bV<Sxtyy6
zM&S7v%;Cv(ZR^{22a`R?Sb>s*X-eCwVj?nK<<XuuR|l<c-E!GRDdWkWX;od&y^b{W
zOF~~fz%F8J8VnsEs4S3@lVi2fS=a%&1w6q3mt3mnWSfwFeVZKX(yT9rTC_HJij2%a
zHY*VK{m1AG5cG`(#`CU|qOr%u6&L(W0Tff&QIGarjJecrQ`GJXo`RL1ge6+i0I4J=
z_QMbfDgs5(xWr$n$?R-yCB_4M1tH>0&(^!QoC%6;w;^zYT5j=jhB_1~9T8h$1E;eA
zhm>n_PVb^&(|v)78qcVY3=Ev6sn%DzOQzXiHN_UVY6w^a26xQ!AKjvtJ#LI~JN^H<
zrqxYM7WRQv^gpvq#ime?hfB2Ja8?+X-=@R*<K4$M^>>aS3eXm8pL?@E-=TJJ4ot$S
zBCetG^=Sa!M(Rl?v}^vAQ6E9-kft~#G_)xLnhgQAt+o5jzi=d{x^2lfWBXw{b}sT%
z7*rTw(};h-0K>`fyIf-mjke@V47~Y)T_Xj=kI^AnlQ>p?{JP=8T9xo}_ifKqon;B#
zni5Y_?W14Utfc_1OrbC?y^H;;$ur~+sT*)C2s&46N*8Ja&7(5x;n~9uO%@A2H#%q;
z95yh4D1hiLd&fJso75V&^F>VXtPO-?L`%g_?ll$)k%64rZg;bM=%?1YGov|gRndh4
z$yZm?R|`)^tN~<OHnBt~(o&z9EZ<#gWHm}9f60+N>|SbC+PU7NS;C+E!)f0E&t8oZ
zF)XzH9qca{{X1FqV}AdR7|0iap%QETlO(`O|4b?*4#fE)8lJ6ZwfIM}%)UYCR*P+)
z2t{qi1WHxFhoO+wHO_-`*xB>GBn;L*d7d*=;sD(RmS)QjSkuwy_|v7iUu=gxs(`Mk
zK-DvE$&w|XpW#%;1@wsE+}wB7oSr4d|3N5Yoda#cKHE6E)e02|tP7h-aFRvgRL+LN
zF=-Oe)zxwO_~7^~2|9$oN}lqHnrN*D!N7dwL0kaY9RBJb&?*CiB)ev3BY_ZMG~4vL
z+7zSq=J*3v+&2k{k1zPsaMj9R&0vguA^hq1m;hx(^mL8)4b1(IMn!8*#}cWZUfaa_
zaPLov09YGH_Ak27fUx)@Ov#tk{r4oK`oJnNPT7}_N&C7_KWEKHK=2WK7Pif)&}qb6
z?kY_Z)w<}*+xxfhaZfH&IB*=*JXkC{W1AYa%2drynpZ=zJNO&e?uZ;OhwsXZq}`n~
zeD@wVwmii8aZ1c^(7<t=7fKZ~rW_-Jnr*skUI6P1M2o7-X{RxK89_#HV_)=HliZCm
zYuY_zrUt?3$os9?t1FQ8<LXRQWnAOA+*OF{kNLGT;fdM#j%{<+Kl{9Sgj^p)gWX7i
z!QSH5_@*GgfV<H|!-vPae~ri63lAXuEe720&!5E>F4Ywkk#wIb|1fQ@!@j5PDAyeW
zk_<>n*x9`AQPX7y`;X6bP^-sMV;KbK;2G;|gmL$-KfmBahyR=`I^{0b92@^<Dw~*B
zq?ePr+}-gP`T@=TmuH6b%E8KapEkxS_!5c2-&FFHAByZ2$a4l*Pp&I;i*C1>ODv>7
z@Ffy?+0s=>rVf|E_(fa%pF)lb-uBc~E)1$SvgQ1rHV0r(KJI0XTAtoyl;+y($s+=>
z{DU)T5a^trEMK9}(<^}n3hrVlAX+&&8Nt3k{kECb(K{a_g7YUfF{jh)U1gsH==tT=
zyGHi!Dj02F;);b#X%o9ZBwhTt?r_il4e0eZ_rPA*hg@r+60!k$1Cq-BTmx7{rKT#}
zw}qyP`Fy}2WQ$+O;Ap_t_%IKGP*OM%YfTDULN-IfNMxxxwhz3ly@%Uh&qTo&q;j>^
z?CwZCn!aEe!jSLXDr7o;<w=D3mu(O!mZxxa?O31haJc5il#c)nL%%T*F)!DgXipgD
z?!IU=UPt3e&m|Q%JjD__IOV_iaY*<MA5XM^2p=W}x^?n_AASb&wP>G;Y}=GS5Dm9V
zIeRSE8^Lbj|H8@eL@~D>ne71K(Zw!P5+su6y7PgK;^Dr(x~HR7c)LUg)=wC8<0cOM
z677!Zs9n^!fR@}B#c;5Q+xKE`4zvEq@Fje~{BJ&gWCPDpCpB4q+3rps->Um+anw}d
zXtf2UNVIxX#`89V9Y?dN6IAh?g?dg&OWXr`L2X@Dh)Ve$36sH5CdeJRG|At$_`qJ1
z(yfeyJVIG1xSs0@n!O^c<^%c<=|Due+a;Ws|Lxd$_MCjNy2P$B|4cKmc4Fyx`lrmX
zUc7Ck`^ii_B1*5!0oKuyMf$;{u>fsi%=7JI`ho3$c|HBjlODD61g^rDkPA56*ae4J
zgjshckksw^5aEAX7&Ob=?5|E^5o-slEx`#N--iAyO;S=4{j<L5{hQlDETB-Y)Ew3Q
z4V}HGRO?AaGB5lAGDv6`i7eQmdd8PfKmuoVf1I2e(y|InKc>l%NPyzSo(KlkPsZ5a
zyVMBXu?%7`hl~otC(l;5<{WQU2JKVGG{N$DPK22#6uD;jvdlGYa>F2LtT)Th0`0u$
zC7s}YH<STX4D&g~4Bh(zF%hbZtsy=j`1(uXZ!UMlGS82vKK79xySOQ2rW#@XQ1TY6
zp#(xR2=Lyzbes!nNs|JoTI(+M^p;OA0y5m%YKiuW+FP}+W<bOQVii(HNASs%mm%Ey
z^5nJG87GX8A+R!rjev!}RUba-wA-!9&av3q2J+Z1b~lCMAO!6AVXFTiDgr?Xz5DPG
zu!$a2s1#-WgX>4O4N45vJJ}L-DAEo$!u+ql!8dJdIec+kdId&g<Hdpx#KO$PgTJ=f
z!3gxitNv61-R3g`WysA<=sdxM4rAgM$T|E;0siC-rZq_8!BzXf%R9f-zTgmMWU3Su
z9eedm7reE$=iAyUqA9bS;rzDB%?<3;Pgq|lGm}eogNmf*aRo`}&9s0mNgxRUVhOkg
zDHWC9%#0m?1)Wh`OAHt!*b9&sf&BhS$RBc#qCN-#IR%6wil{z4gOR20vBm7+Ql=}H
zPw!!ok!gRoAn=1|Dp<aI@uL^D@<iufHpca$awHZz`=Z$5+0)OVm!%K83ns~dw3|JO
zex%URa5H4L7{`{QBbB_ot6tRH5o8uHX0%pJgy5X7CaKC=nr4S56WHBtcydlZ&wwov
zO}j3=tVEnwUrhsdchgvttY8XP9Q+gqo{V9c@vsi{)F+k5x~uth)>R-O_;rSvpgue-
zyC>CWDhecYYcH=1ii`}{*BQTpe^Iy|lZvyN?|L1v4ryNB6Pp{0i;R;w)9qeAx?E0%
z;x0EX*j_Iz+AbUZte-Gmw5C(74HgbDka4;`^w!*Wn=-1<S$Zh`f?eeFIC<|pVI84p
z+7Yf1SMJ_RYE&(3cZ43`4Xv7PooO|d&T-h*zOP*6goQbbt7+jX1{pfa8!+V9JHf$u
z`*)bCXxY#>GA6q*lL;yEJ8ZS;t7_HomETZ#lQwyi@V;-BJv1(QdpB|>Pg~_4tvH{-
zQ&qL+m#vg$pn6bG2Xv#9Rs)W2A0N<Qka`)>@cYc7Mm~!|G#)epC4wwa-;c3mpt=aM
z^5>r1{Rq}a%q&(lQRU^;s({JQcgAMz8uJb;H21Kvxu~-tg~p=KUO(GJ%*xt$1ts|T
z6?nRD9wAn6T^-6lOO)U{>vUMy-!3{b1$xzUr^mbK2aAsH4M(y&EVh5tTEM<soqa_H
zqkmrzzkRbID_0QAWcW-j5^#XWV`F>yw{MJyeEO7=OC%ymz4!9ZpRNzREK#GQP`%H;
z=S3|$;h(8v9+v2+b!%<EOZ4|7R2s9p(7+iR-@?MdeJyRo&3t~Ob#s|D5i_0CmEN*G
zkl+hW#u2fu|8yFz{VV(14*u9%_s@+Pmhwu>vWgzXe}6J*>#q^+pe(#z?7WH5t7iNd
zhB_j7`*ximtoLh*7E^`lAvTKvN6V85VvBkM^6?;5tH&YjyrX&td58lMDJhmq^V?-N
zo_Fr|%(@?=n3nD=i7+*8F`-UuCUQ?S3ze`%1i6QPmaX_1@1Gt{>#79sCtXaJAdKz~
zVYAfn?Ei@8NWN#o)M!fXauh;_?lj`IT(o?C4JFLG;B8IvUviLF8=kbB)E7lo%&qn<
z(AS~+zvAf0qJAiC9^fR&B_-cpdxB|cn`N^6d6}pS4wYxz8gfM`FMp8gkyYEhGyp;j
zbN~|R%EK)L1^%tkB-KYAS5|&EH#~HBv6a<=^;xAc*8yA%k7xc6qWJk;26|z6cQo>n
zj{cYji>`L1fmXgZKJCA@QyT;9DSW?FnvP(&)!Pvs?N1;^NFT}QLw^<1*(Y$|3OH6G
zYzNPzKK<)+czROiP`&mIwZjs8{UY>rR?Y^|p}|<Elk@2A;HVK|*?c|M$3!fiuST_8
zPXW;ruymh4ql}GF2@1bci2pP{fhde1l`PiY?lW!u;KZ1b>2tDDR#Uf~LWUCbP@8*t
z28QQ1rGq!`8OlxEuKI{~#F4wB&xRafWXKi6+M(4dk^D~DhSWaV?U$p7Wg|-SjzO0;
z{fo2zt}y3h%G8r&l|;xZ_YCJYZos=9Xi`h)!4W?C8w#;Lb@{#C;;y0#a0CpA8+xXD
z*U=gU#O&2u%Pk%$xlacpprFc?eTyNf0&d&vJu<hkmaSaAJz*WAy)Yl$qW13B_T8Oy
zugIXhzEZTc6w8f;f0*SQ(ka&-yunaD?-cw?DZ@%h%##VV=;DD`JO%U-N&>t&q*U4h
z_vE)HeIfLZ!L>^}5rMFKc)f8Ci52(}_>}Gu@?_DU?PriE1go#TNA|vp4s|~G&7aO6
z=Z-a-LKi)6!c7sO5}vd#&<2Jn=$>^QX{KK9GUeZRbZaj(D0mSp;;tMue$14FVDF{*
zo+K^~uhzcLeR(~0$5T-2gom=mi@LM5Fp=@`Vb{yJYt<W~z9(UmCcU0m7OQLBYIQa&
zz`Wu30x5!m3X%^!u_Dd*?1O@X>I;>P-rf#RvGD=?%bN@*p}W0(=XU)_WVY-87YqeA
zS6k{Mg};}sKY;D)PxT1}HjPa=Z8Gsk8q2p#hOe0n{Qn<MUjY^M|3nLjba!_NC@EbM
zf(S@=BOzT&cQ+`hG>AxdcT0nGx5U!jybr(sd+!{N$F*3#J8|dEotb>D+^lwZn>BN(
zt@51{)UPsOW9;;u;)zJ8Dl|g6;bHdDm2>6bce)bZHo97|Ym$Xm|3!`aULd6qgVE4{
zu(`GSHPu{9KLggi!9(}cz&rg`3hZpzKU>C{HZJyQwA9IxtO1fV0Wx%wnkhIH6_(vo
zsP6(pjGlweaH{ml<?Q!l^Y*$y%=I?ZUAN2cO=I+}BG9<SUhr}C4A9Qj9Wm>BU-(pi
zkx!Rsvb@S*(X8EvX}$Ks6Bmcm4Bc>ujnVPXGl&V%9*+GP^7wD+tg2%3))fm`Qs&SX
z!7@AoA|ujaR%J3!eL*Br{Q7p~6FCJASSju}R@<e^goi_fMj*t|fJoqd%D&ukE|A3F
zqi(60s2S|!{f!Dg$#<z-1$es0Yh30;GLCU(GC{s2(n!Vq{RVEY*3WDtZ&A9=o}gP7
zKZAHu$<0T88G-l5=lKR57FPNEU;^#omM2uUrwl&4RA!W^eKL7^qvuu2c$IV)$){03
zdW)`v-FtyUEa-oRo$g23igO9QGm`E6daPf-Ai)PH_uIdOgAGvSWJ=^@dhruUxgQ&E
z(~UeUK|D{Hib*lV59Spd9GxPwX`GDY5Dr<goN-hA1A{a2nr|wX-Dxmgt*PEfTX0Fi
zlhMp@BwvC9I?36Aq^h_-%*BhYah__7dH9)kMRA(kC=p^NYVc>9wXX`?uieHKb}r21
z(jD2f>l~jN5{AwChEqxCmi}}^lk&^RIo}hb{ac5^$>!lf_Ta&q{jn2KAuPxq0xdUp
z`)l$a3)U`Rb=^x}YavwNRtn_M?3tzL@mhJ-Di>&m8P7soYQD5W4DIg0!Hmb}?VY&z
z+(30JI6vhXb5-V-ot<!5>ipkAi&Pzd2W%?hA8Je$c8)gNlTBDe{Tcd8b6_T-tb7`m
zvN;<9mT$piDRtRb+mZ*`>XBw)2p{QYt4bia{G#j_iOQW#bin)mYf&)dOIDQB${*Vu
z(kc8F+D0l#?OU?L2HYbP)AdXkKXcO9&a_$;EUMG!#wg%uLo-ieUBEEMsPIOG?zn8}
zhSp5yp04B5um3H)U}9olyB;SFi#Dp$J6iBX2WA)U6%C8M=096~;%hNS6QLzEat)nU
zh!Qy!;<K+8EJo#7sez+`t@(868j8WV+TH(IF5A4#8?Mj6&GDZHYpP&C@|}@gHeKz1
zspTh*%JtlO7~rP3I14t$u(IM-^WVnLB5c5c_3j)dZPG4D7;JKSq1V@Z#k&0dBu8g5
z@8845kbUR`dr#uh(jxs}h}SouMq^piDI6QE+Q}A!xL~uc-r@E|B6iA*J5I>-!TOS)
zB^7Y#V%FE4UAxpq8fik`qfGj24R@1sK{gDVX%@a?6A~#9B;iKt3XkvCJfC}0ZG#($
zzY<+E)q?H05U$d%S?|X99_`34Q$yjW0Fe=m=!)Nj`QPKCwpY(~|32`gaRt`bugsH0
zgi*7aZvkN&nk}(FqxdRN`?ag3&TC7w<n)7`mm;((kxtuo>;GP(S8~>r&+TI&!Gn~D
z6pJL8uK6}6SM|3FFOkyMcVQ7Ig$`YH%|b7}sW>`p$uh)H$cxL$Qhavg5O6IF6=_Lb
z+e*Hj-XmQ%@U5Z*>v=zf^AkNDbN<Zp@@p3pK){=;IK!DP{n0Ie)`?5Xn<4SeAKBd<
zVJN*0AN=n`qA@Gm5fV9wIS@sbG`4F@mUs;lkN9LPmV88at+|FLl%x^L4gs_>en(d1
zOs`f{FqwvRu@_Q~5nBJfnw=w1_f1ENQaY2r&D;J0F3vWM1UEGXe3Nboawh+h$Rux9
ztau9Odt~bm4dN1TS#gnHfw}7vtm3B2T{jJ}zNRm~c!xQ?8|VQ$E;GGym{qEysUvHs
zgASIAcKnjx&g$n~@9c5L!y{_RU<$m>;59gk<u$YEW`imiPySKRPj|g@fgJBL#<rVP
zZR}Lg0ceN+G3hXH$rcetQWBnqTQyuPuX@p{7X%|2)P)b>k^$=ndaMKj0<|o1vNGvB
zIIcJ-FNsd<5u@DdUto|m$7oeO1<ZYx$`l!9FZX2$3T63-{xlgcT(K6*<>oWMcI|Z{
zQ&w9BU>Fk<liWZqM?jU}w*z~!xO@kpG^WI`EOnMF_5R3sNvw5SU<C*By*YXdf@L2x
zSwXwy%U6&wJUn2XJ-9&dHRRSbWY>;McD;KyABRQ%K4vdyGeMV3)aM2AOcix}X5f1h
z_&(S|Dt=>Q)!&4K0q>(}uvQu<XlMekh?pc4vxclLXadIr7InQ(4D>UyC+`+@`#k;I
zl_(PZmCtvV;5#f|mg)|64p$4wc^>L>TVtVoRa8vV{g}@sQRK8p``1z)DEDCnU33E&
zR@|gHOLDGo3XuF|i33y}WxB<GPon(!Y0LyihlG;wPPZO2PF7NpIWIW8CI|@w!%vc?
z*r6$X)$rx7HZRI^4=$0ECj7QX9}>Hk<rTKWmmle9gf2dRiXxfAu3BCWs;^gU<}Sgk
z$%VW-@=T@Sc^}P~af{886nk|C4h6DZ^yGYUHM$fG)C^rut~K3<g>gpTl|;5q?{*;j
zCI5sTh*<jzzBZ`g_CjL3?i1JkB7~UcE0(aQz_)~$C~{Y6oCQQ0M2(bog8C(`cYfjl
zN3A}SPVY3bY*ID7s+`djGGu$BzWa)ms2lF@DC~^2miGN~-*rT|+;57=?fYg}H#c5t
zLk^x89$V|!g55mbdnp8?ty5$-_glOAuW5lCxdJm59yDJ!=9MfghH-WYA!*q&spQ)$
zB(&!OT;Q_=jH6N(hqzsNdls)mK3A7<1vT3!Ow2|E^nf0EM8D9*{30(djQoQgJq~t4
zFk~l(t{$ZUp0lC;xXN#Rbh9UuKO}yTK5md69K7n8NJ4pNT2>=(owaWLE<iFoIiB*j
zkZqqVH1dYmfp0?~=Cf|!_eDJ2fu`V~0J;0`=XM1rIe5(6N>Vu)oOsx$RFg^}RN@q2
zDSn2M1A$n1iqw+7iVaJr%sI6x-1;ff1d~JRmWlj+$<r)~#L|H02!SHx+AbL`PE{#2
zbnQ4Z{QUKgmg{5WWP%Wwjy36`G>=O!3GDy;iXvu%>>$2V`~{ZwENl#`43bn9-hkLE
zcobMTlrjUBMCBc4vtn&0G~RDcV=X!_gg9C}Pa0xIEX4zOaK-(xV2xjWrs1Fy=SVOv
zSV$6H_}RltcxCLI`^ExqvjL(@QJ}hM;Yvxo`PU6pJpB9uoA~-&lOX2}Os{*06P&(%
zkB7%6GC1n0OUvB!#M(fKkMgp7fnUbd7@kSCOe3-fA^mWKu91EPB+j7FmoyCTgF)T5
zGn@TpeJ_}b3Y=$BvQd=A4o5~0F%}QZUTt5qUdG=avZt#NPPt%1<H5y&e9_D}7EEHi
z$H*27i|Keh##qU67`Yd6Xmk)~EW?(u{MV|@Q0JD~3s;nMsdJuFmvcL;N1Rpn7_0U1
zAIz`OSr~BT^(AWEMvcaiIl1;LD_;Ts21=X2IqP6e*6vGCip&Pt4z2G(Tumkma^JW1
z`n6N>YjekbCWz$1aqf59+my3k#iB>;!_*^Cf?LpD2g%ZTPcs%m)cv8&PB=FEs^&D+
z$>hIL1#uz&j074`gGGo_hp5tYX8D(l=Y8~^UgNWw{|I%sQAUt6W2v=i3Nz1Wjr^AH
z?hi713^^fKvsxtB+T=)&8;Z%eI+hJ@!Tmlc6fs9S7QyYXK|d@K)fB75muv2|W@>r<
zq&do0Jhoc02n}sf_~1Wvwr;f+#L<z26Ao8P=UL@dXb7mwcdL}e+BZZ{MWmA-M@f{O
zt}B$i-?<7v3KO@ELWv}d{_T(}wk{O2QSP>@zbG@(<NC2z`332^8Zz?SY|R}C2DyUY
zxS_vxiCB{hWGvV7h0ulSr@Hgcm|67|4)M$+Lh}b?oSZ23&?JN}yk`z;ov-)joL=tk
zz6{0`NwPg=z!RVdOD5#GpV}QRPqAVDUd&E3lt<DN90Z>QOq$!8DCQNAk2gXBmny9v
zSKCnQ?4jzgcqqtwJ;BBu(p?Yh*;20jpk7ZGoXUNV`*Ze)RG|xCQfArU54cT6i@7Jo
z5{2Jj;F_165qdMz&~lf8f;9-&;(5-rLe*G6F^lvPu8!Q~#&-14O0(vYNc|1zr*OoF
z1YL#@MLNmIe@dFw$7_YsRIW@Oe1X@zQfq<yuYX7zpTIG*l(G}C&Q={U`{;9h2Zd}t
z9S%150r$ex&1j${EHd}!4eQpwy-3OdhE^$7thE~k6ZW&A{GQB<@cjXHnw31oux!<V
zI8ZbUr`}v2-gSW~PF`qv80NL%2$qm2gghrlt-ekJw`|ma4kt(YDr9H8#i(F(f(r#4
zdkIyr3i;LU*5~GuO8x_`&m9z4(#FQM8%{A2F0~kQa~_|~p@vm+hILK=SX(T!;-m}q
zWvlcxIvYey&gu!1u9ap)8?tMb1Hx!1ql%cn!NVD<O_?q*Ezwk4p;&}Z^k^t3lSczI
z9q)%y?+l~=eF32NtCHVjwb19!7GIN+VxxxO7Mt_@6|9)2mKEp-XqXh$)6!~p^d<bn
zQ3{4m*lT*MC47u<!g4-i(Z}<3cNdPA`w)RbLn1e1?YDs_o-qf#1>GU-*Dx&7-1pW|
z^LZzHF<k?cF~&#BEMQG%A2wOBm`^M0Oqu!G{Dt*%92*{&1eo4lcbAUAvW9E`rhpbZ
zK^dV!Q*-y>L(vpQ$uxY`97@YFTJAVX?l@ffGFnlOIt@dgZ?JekTpUbL5Ihy1ravgl
zyL*3+H>yQ#c>k{a>y#WN_u8!Wgt5`p&JP@|-~H?HYS6kCpK-EM(|XJzik$?oY_G=%
zQox~mAZ|pj>PKnmfJ>iNP178-u6S3*l`OcF1K*7At)5{2kqS$!#Dxxuj21`3s1fUV
z=M!QCFk`7clB76wfNBinXqFeBVUc-%OkFuemr%?oK(DX$qdpBkp_OF~T%;&zxF~N%
z&t{*7$%#4b?&9Rj;U7}#E&PEeZRWnfEn@;ZV+HjhV`ID4M_ob91yj>#wh-1~=->aj
z#5pC$TU||-0ktel-_E~Z_vW4qawZ7fH^sM*E1x?^#89dJR4A)ox_q*d(=qiE25B54
zXYA6=9BNQ!!mDXmYOFW6?}BG>?bP-&N1-KH{9SN=MxHVUT*6l7N`joDrckqFP+M)9
z^wO+h7(5(U7x&VSb~nG+-at2DR+k1}f|x2er`t8it&=cPI%nmDLHp<0EYm>?7_p)(
z9*ZK&*s32BJzeNAB>G#`078N*SXqvOO2<i{uv#mk&viIULJ)m;2S@th|7iid;37p9
zf_E(5daO*q3wv@GPgekRNXySpNXTZoI=PFd+nR>alrC{*rc|G=fh+f83|+b4iDBg1
zV7F$a8=b!A#wR4I_8q0=gQx-_=EOyl@N0+wE;t@>dU_5vTK8OCI-$lc0hHg{DVZuY
z(@mDiALA+2_aSf`E`B@$>aF6}IZ=waz3(Rk{V`F21kbc=h7XGaz?8IJTlq3+Rvg~U
z)}SX_VuFZ5xFp=~0cTF-S`2a`ra(<_RQ~eZ;m^#1Im%18YLpnMqE$_y<$YTizaHDJ
zt$XLRQTd+W=G1!ixNzu8;`(3x-TvoAi3*<>aA?ITf-Hhb-r?{E{B&gM;biJj{!NDh
zFT1H2k%xpeh{dWV_Uh|98s~d`e;oeqfQ6Zu06Ird`2=jSV62UgpSa!Mgtj|~iN8xy
z8B{mq=<J>A@Rw+vt9Z~kaIttD)0jVQ=HKy;300s7nV@MyNY8|)eZ-+WFz}bXP}LGj
z`jnD1kM?VJf*5n8%62?M*maneDYU93Z9ZYHAs#6CL`dr~TW&y>37PMcJtK!_lS(8q
zEW9F$Y0N1DhFFSRxS<0KO(Jv9KtdR@GPQWNcnYYeUx<&fGm%;DruTiTi+PGs)4*H{
z^yM{D*j`JSZ!{=a35*r0V1v*VzxEc9ywKu-$I8;P=c-1v4f!(6&~CxCVSo8${|{e4
z`mVGC!xQIz8abomQ&;%nQ~B{<6edZ|l!Lrc<TA^6ho_AEW8<n5x2mm)xVv_zS|`!@
zkTf!K7{i;0E+XMVTu=v^kWJa-N<%t>BX_S)`b_@(nKXW|%m2<$@zU?h#O-QcvX4}{
z0JHu!0sFi>k?+3LrVcmYUNni@kd!Lzr;V`LZmyh}Gg1}<K`uuI9HhJ;+iH_Lt!C)|
zk~vZtGGD1RE){rHGq;-k@oQX4V0@p!+4oJfwg(rIQPC%^ZXE1M%a?G8IL#N+VrayF
zLm(DD2i@VMZkKZgadB}#f4|aOW2N;B=ovpTbbYSO`4EqEzCVYg*EB6HgG7&eUJdzx
z$bQp)kkN_Q?b3Na5<kYo^utJXs?P4|t!`sN45QU-Tr1D_$Gs!B%{2^Hp%m$`w%gt0
zc(;v`=syF0X_z^YM2ph^gI8GhK-qswJXop#2g4+3>9xF-L`r*M0KTnc^T!xly*-ot
zKO@Cm)IOFQy-seozE)p<+>7kHVBBHqc7cj6?#GYV5cICGd{>o4hz1yZP+YX#Mxi{d
zYPYDSVpqhd(EL+`_|NOz%pt1%nVHD4TZ?Fh`>k!J9ooKaS@W%+e%jwu9BOQsn2?%^
zi)C@$7A&teFQJK08{Hm%i7W4`^|XINpT&tsF8N~w99P0u46GMDC~in-dt;BE8dq*m
z>y96#b;=#*++^q<@8Z;L>efcN+^kQTbsLU(0GSBbw0IG%YSgRc3HWru8544plPoo>
z*tMJFnT@{%yx6!U#^f=dwC;N-sx2sj5fAM;1n@dd<aLJMJv3&|)^54$i%P1HKJ!1x
zWuMn~8F!Zx*#2r?gx%)4p4^eQv`Jl+yX?cA8VRH$9}O)>0d;GKVL8q2ZBwxXjYy|;
ztx@MD<?-P{;8>139@Jh45R+@2!OmbA^9#mLd0AQQVZY>Q+3m$xoL}!VHR}h~RqR7K
zh=juCS-<X8%<c0za1!S$<gMQO@_vmk3YBD)l#3!sev=27DVQ!w>)3L3Q-_7tX0I0!
zBmvvoq$p2h$fkBnf5miC($uM7B#p7b6Ho-K^=~jcW}+Gvg(U9mjFljJ<%;75!Ylx7
z^*+L=fPk&{c#8|jzG#wQ(Ad4*na_jm>`JuFWTPHwbmJf|YrA0-F%ZImKvkE%{+<J=
zycJd;y?~Fuq(oBr{8WZc93BvM1Kmi9GFgf;)bZijs<M&sg&v(6EBj#j?~O<rSNHY^
zZzPVb16k<3mvkkSw0SuJNZ-wO9il`+S#Lqh=8b~K7pAY^VEkx>K{d#>U*v-)xVw~7
zxMx4tc4o1q5B+3Pa`+%sRI)$8vxN@bH>bySOT_#6jh0O#w&kvD&EIEOZ<(=Z5~XgD
zg)No6m;p_J?hPcFl-Ch#UWB{7usNK()OYm!9mduFkzN^__1{4LMyZjcF*PUPeG~Jf
z&QSIiVoX}F)IV;0&{wnM4^k`6Z>J*e&KZbTQ%kz8{u%MDFllqBmJtUT8&4JDSePZI
zmH6T8BSV9}`vxOx{V6|;p?4j=1@>&U<bDLR$+iwBOUblD6!RzWu(pK7Evg)teuE<h
zbJl^Sa^f5EzUdPBt*{aZH6aD;4g87%H`)5;A#>KR6)g2te?<s9y@}jFiSHp~pjIis
zN5W7C#jaS%H(CL0aJ52AQr+Rx(Shq@=NPrkSl%&N^yC{Z{UyIdQ8Fpz&ZeI5;WqhO
z96P-<eIYsHHtRo9_>6w&F<$8Lj4pjSFEQPP^fi{6^Ez6+H7cG~A)sWiCkuV%!T~#u
zmVnQA%)&f@5csm-%X2qnl@9}ylouP~<G_BOS$8veS}Ri>!I+KXzvnCVpUN2A+}u2;
z*RG>Z`Wjb%916i0LXu4^imeaM>tj4xHu!R91Y<DCLf0F8=7O&1arfc;ri?>tB@vsX
zZ0tV%-6WNrY8jlqiuiUy@M@vry&AcVDtFWdDh8uMUY1kn>4LnfS{aIRKXu_x*1|xR
zvRKt=<Pb$FKUuwp%?wjqB*OkW=vS)=+CgnUp;TCYm)EDoF{6(A+M5gKe`+m_HVY3m
z+bP4T19W%zFh0Q3{DEKZoLOI=QT9jr+c|>}jZa*MqA2>Ny3^@h%mzTnMpg4h<=Tdo
zIz}}*Mw`W}@MKZtFsp`mnnw8ZhPdiJ3NSFnRY<3B$O#ROOio)!f4<T-cr%>lLVCKu
zON$3PvVc>vh3|@Ve!4zQXIR;aNK$K_MN<f=OBfCNmsfB`yK93glP6Xm1WJ&%@OdjV
z;S1u)Kkr5pXujqliZ0De)@J3I9dynx;?_2-QcI5sta2(>RitF=x31{0tnde~=9wun
zHprm0g>Ebl%a(}dWqdB#GB8cJg9v=3PWT7$@Ni;uIBLY1Vo3HbeK(f<PD-GWn=PZb
zSM_b%@tHHrqxrLm6DA2KlV|+wwEf+217zu@VF@ma2|uadrG-7&BNOL1+rtuw=`%0{
z66NeJ8B)5F4~P6Yv6-3M!TbBSz|_oiYR^RTY{P+$ahpn5BC<ES%i+3xu(@gEIrj+h
zZV_&7liJf7VN7U(dpF{=`d!VKp=%B1o*dD6oOe~RMzbA^hLx!t`BQ^#dAk!JQ0kxW
z1SMWOOi4}~VKEjzoEg9uZ4%9<&iiDHJdj4d5z)Q(k%}!8<T*2i`rHx1u%E7BMA7~y
zi8(=5VG4guEwa;H@cEp$IS3?V11&x=`1WKHS|aNhw;njLO$moPrf|)$(7U>hk@Vze
z%1+D=FA$+da-kM7-s1Vfc~7;ho?{uzm5$|)8uwz);I!0~$M(a*AhkyMtwupxtUN)l
zN8II7`b})|_ktd2N}I0E;Cm~WUg?E8gYN9E@RW;bnCWc3t(L3Dj)0d6F355+{0Nvf
zflHpH?S|Fjd5+wLN6Rg+KH6Lb+7m3_yVY3}){08q4^gLM<$X<F93IXQb%j=&l1Hd?
zcIp>Z`eUqx=G=C99z6vfX^?@aAaP}j4#KMaj9xVRXZzIkpfuGLIxLv2TGh>LVy;`G
zY1X5u894?P3SUd~>HAgEXx-mJo`LNS!+j$st&0g7`j5>QguNMVXfVgB4}B+JQeU!)
z7foe&9%u}?+rV^6JO~y@f@l=~bVZxw&4I9HbZ?+uxIOKcbzHW$jc`9us;4sE;FPBG
z>!LqLZ)c_LB?#CKgXh-)18T(Le1|QXZu<Ve1L~j~2)Qp~<@JLhR+LxsLRJBL8))G#
z{i2^B&aIBy4hNBJS2-WO$QmIwt4X^jQZ@pmbD1qLrB)0uV&|XP+TYtCM$~(dp`m)B
z6BG@foPVLmtie&P6&6!Z!uTXwM=+QaBb9=grqa}vH%NSacl2a`u8A|mfC@;5AXSFm
zYX?1c^Gm9r(9z<zcSh^PO)m0Mp%{?odV-(d!;9~VlG}<T81VO?{fp;_{Fz=r8Vv(O
ztXx|^W&fl9@84AL2#uorHu8EcN#VKD@%Eb*IF(M$NXQssN6Yf#b*?JOf*;G|FUZ#^
zOh;*zCr(c~Cn4AWia3Da<TKItyOO&Lycjb1&d%77DvX|zAv03_lv<3g(3-Ax*b;z3
zIHhs=|7L!HFaTd)Z2lh0e`MDYdW7ll#aA;yb&mXWAbeEKpF-iUZjvHhcY#X(Y}*qF
zSR~}T)rIm>v7pe_04lexM({pXD+Zs10go|)=IvFxzqCEoHWLZ_WY^6dMkPk*)#IE8
z?1HOaXJ^BqXe}On<cviW=!gGd*-rrs<~YBE*?U+{u9{W8K6+GtF~3;>OF*fFgrIkh
zl^YR-px==o#Nz`(V?92WviJ7lN!fF2{=KT(a7&z+X^?S0vzV>FjW1V<2vp<d+L(G(
za-DzOQ#Jz;q>lp7Tm~W&<1v`+_=;&WOmbU)onBHHzs#n`$a+7sDBAVdYQSrF_3ICL
z`&u-tkfIT!Fz=GR%jfM<{;-XyolZP0Tk2_n5|zj>J!ygF>Rh^p(lUbP^tP-i#V8n?
z0Q^K@mhw`46MDfuUowU|T#jVT-i1=tj>2MHj$%71Z3UK7(_*e=%QC&lEAK$~h>z~I
z$<!9Zy48*46w{r;DMPgij|CIw6tgCUCEkh8@MB9d&OXM8_*FNSxF2XbCWyakM+R#g
z9r;2a%`S2htXSd$4bv6RJX?t9s8~V5y1&nBs=^#xWOEsM8hEBW_KpC!CS;NkKe!Q?
z*X9A!wvw>sV!!kv<(d$Pbzx5rZk0D8se;hSWS5%>#Ql6ad5CEC!!&-~@2S#gh--#_
z$&s{`5kL#T=^sfXuwQ$R^c3@AABNBvfp?uGNSnAkC){pPg#d}{pzd1tabU9RJ9a1I
ze4wMeQ^!&~+S;khr2Zd?#kq_>dT;bb+UGN4OfDAy)D<txnn*qA+(*|G@x_BGy7_;b
z1^b|=gW_c6);_tG1!3jueHt<&hdVLHp{(E0PwMnUCr38yuL5WCsuT<G6pOY%NAMjJ
z-dbMr?IOqi1+=>Dl;BVdCWr*v{v865rO(E^Uf~^R%}P>LR#w}_^os5}Gq65*i2CRX
zheMbYKK^V(E6C>B{tFI&X>|9^NK7zbTg*}oZ6VIdDu=1{l$E$#35~5C5wI;q5)9{h
zGx)z&d@#W|5sB;x88>O|dwemYq_}D!_L)bg+-E60-1m3u2d{$hm^!GKpo^Y(+uaXO
zNXFZDTXUp*?a~;bTZzfp<AGxeQv~MR<`taoZ}q?2)9k(4;|wdk92n-h_J-4eakH6z
z-^^<j_ld6j<?jp~+Put$-)~C|M*rz;=(c7%s)dmId~F_CxH!r5<qt>RXmor20v8S;
z#jOUdn$JON@g_Azs3KM8R}W*&Zau?wDRJEE&{dB(J0a^GsZt8W$hy=YW~DSfW&0uw
zpbhCxiPlxE;nNdw)Z4U`?b&Jt=(gchDL9xA^e2Ru+PGP7*P6CM?f+S8m&{}0jxrS<
zO_tzBH9`U^EVm@1GRtvBg%?oA#|sM?+g0RAq_aM3APEWZQ2ck(8SL@mI2#sKQZy9b
zR=5~DYW-(1!*dw}9{_rU%DV@b0jeWmMFSbqli_M6kIjhx1t_B}6MgyS-7mD1yJ23@
z*qL6nsBCR+=64DP^obG2TidzE-72Cq0<ys|<la!9uiD<`a8s*>edg#SK}P-Cv>a#A
zq7|oi$cju%N(EK(HPOL9Ty`j|!O@R7dK4K&HjYiolh!-S0f^NT)bGDo$p(ZmV2E(^
z+~GdM>9&6JpR$TI+N#?S=JYO54SI&Il6=Xk%eK!|V`xyfHJ$EgZ-%gjQSEG8dR~t|
z>uUt`TO4ij8pIOF0Nuzsw<FOCF^1B%q$Y1&k%yP8A+!#}8zgu*uiKNZl<RBD$yn5j
zCIuZ~f0prjafaeX3BP$dM(NnNxQLl>aq5C<eFNt=Vzvv%+r-5>z9>(uKmOIF=b4&A
z*|&NiDI5<X=dJm#s`wn`1=2=7blfbe?#nd!l@x3r5rw=cpYkC{POLMuu?=1oeQK~3
zzaPCT!|eMT#%51<*S0`uNso0H4tpMBqhYTC+mT!Xqkweh{R+$W!XGM|hFSgePXbP-
zoe^gi&Tmx~2_E=-=-SNntb)tRqty;*89XB$uhS)cInQQ7DEohNdPpb8k1Mh%&yyU7
z_)OxKdx*0wcT&X$PjpGIJ@MihAm-$1C5+`r{_!aK^yT!+Cu@r(Zd+S-RPjnrct0<9
zC=4i3MLe)_rCr4HV=gQc+LP)JGi?atz9oe+GX6cubPI!-Z8~CJUk?~>gm4Q~mqn(L
zc~5O%i_6|PZSbR=Wq;lXQk8;%UADd?foZqqHR+g=ilQyld!s)rR@IAL+;v=^Ih`(<
z3KqFZU@~E^<H_Pk$lL%X!1uwM0#q_a<S5kLFJHcV540WAMsXxqDN<OEf3X5K)`}&l
zf2vzebK}GcEyAAtvoj%&nEAqu0M4Tzk_%401H?L?JLh-p9h|y&8OfBVaeKMU6Ty9-
zu{D{mfUE^wM`QzEeuN?okq}Rhx4pmGMvR8)@!d}H3{Lubs{k<zR+UM)oy!6B3MMoz
zJoC$6IykTav9Gv}w*sT*AR}$@h1Q&a_2YJ1A>t)9sAnQY$^EakZQlU_BGi7dP$}2G
zS)he7BlDEYnuoH#xdZpv37`3mwx?g^7(FH-=vJYkk9>myXl)hz-h%sSxoJu`3j<%c
z-#1_W%e;18qix<Tmt?}r(r>|9oG3yDca%d;Hkzn-HDWy=f#Zdy++b{PEX#)o%8raV
zTPEFJS&GU>uJ=S=7cMF8b#ueid~?b0*>qPkw98YV=+||PCX*=<^3&$#9=1BFz{@KH
z(21&Bo(rlnpE&Ni!oBD5w{diQlX1VI-F!Df^$Xb=mP+!M<Wb5$w^lWS^Jp8bLw2bT
z#ki=P9l};{Ka_N+JMF?7tN&8MYr~`yA@K%S#iJf(OU~+xpf2PiQp;V8K7jrDnHZEG
zBx4WJwL;$&+P{89DiHYcKzpnT{y!y05MLmt9yYMdZd365o&`_6h2teUFQ(V9MDa-q
zC0%Mq>_{o<yLKlE#-PJHbAh({SjxC?NU|-w3+QpmY$sa+zH0>PPtIg4ZNz;7c<ZBl
zt7dzM#ko}7`NU`hL}+G(A935b_$*-relM)8+;eFrp3>@nIi=ZSxt{vi*f#HZOyaS!
zwbIhI0=iC=zUe(bwqh$Vg0V7<*i*DZ#gNz@TDC;bp$lZ<*;#x3$kfe-oLbcJA2dV3
z46KjIb-4>zk%{p5xGjoCHWmTl)35T}j&$|<r7Ulbg?!?A0Sz_24m>E|na~3s)mq%;
zAegP__vYkc9O$-SsJK)jOBUX&ZxOfUikSq7!3-IclY3t3_Y7=p5KDi&|M2wq+Tm7?
zdHUWBZG+;VQ-G|_<0$=|+xqvK-x_T2Had5sfipmB^=x(p6Vn@ac75;izExrL+W@m*
zH<pxczPzQ><a?q9bu=2lWuHXd;bY~sgYDYf@v^fYXE+*FnZ+Xsl=z%@(18G<5~FY1
zrm+Se28#h*YE<!Q{;FxA$nMd9t_p!Bt?xkb2Tyc+hVaB#vlbm_LBXtsGfuDm%|q+`
ziY<OEoA+&F;|6oBp+MB+A|gCaR;pNHy<&lU_s{QW?^i$t92SQ3nLK24aOm%PPqI(X
zwZjP!ch+0LTrs?Qg~&F1jsCHXD0qhnA8Ie#km6d^c?8$3yi;OErHAz9Ba$WZyX*b*
z=}}{odD|cvHKb$&TGhh$-OY+Y{Q=kvYJ^XAcsC;L<I{3TCm1msSu?5FSYqVj$4mEi
zE+&Uj{>5GYTcq7>ew=%!@(f%63bPpJL?LARRfQ2)XU!wH{B%q?<YSKY+@W-LRN6%l
z<B9opoWKZLELul4y~&a9#p!Yek-;e-bFd-5{l!(?XL1B;TSh+^J05Rz7{l7siq$=u
zUhFA~&=|&S&+S_f)reAuV~D}?dr2uGgN%sm@Rj+GFOCG(`Wq`Bp_r4{Uht){)&p2H
zxW<dWz(2?8?lN%xhpJc;0uLB85Zk)hqKU?_`}-UCTv!1Nq9DY^4s(d@-B>8=qoL*?
zB?IRTqGnq+I7xVY2@~E1)=xz3UKwqd4n7Ax2$L;64sykHyfph=OWW5BrFLLFg}6n%
zI%QXVlV6}lbxvxrs}f+Pax}t)M8*C>Ajq_@{QWt-t{)Xam?VWN3Yne$Jk+dMXNR(T
zWlR@#jSRKG`1vbcy`#(O4#vMZ$;Y)=5Fj{Mm^LDp&6A{|p0AF1rC|6GiF(9hk%??n
zWCE4T%+`<`rEJ$`etm|Mx(1u+m9So5iiHn7?Zw-fQuDQ4&~r+g3%nQbw*etj|Hlbw
zt2XBkR}gnr`~O|7HY9noH%$ay|2qtyy>3?}^R*}V+v^h*<&Y^Zc=8cxC0Qa)f^Y+=
zP2QRv4eIF=V0u!;QMbfBWWhlkPa+bQU2&CT?uN*XY3XOLg#<ENklR$xM`DX{p$G`k
zPn3mAgZIfU7g!|wzUjHoAt(rI{Z#@a<T+0U9V-LBsJA~MfU>(;%~b{xaW!&HTJH7#
zz*;AtSef;6cM1{D%jpdT2H~2@li3&d?r|X{dD8Yp?rm;-;|su6oodtVJ&1mIVFmb4
zvq*H5h9K|>o=w#uvKzZ0PDZ1ffvhGXO_hc45R~8yocsrGWRUVJz$1fPr%`H_^8r`Z
z7(B~EIvnJan|#{i`BdL_%bF^TP^`A|HAD%pKMPPh>eJb7@)N(XiB4n?qew|(`xssO
zX2;XDLM88`#HiZWKS{4XVAhG{b5&sUm8dfFi#%HJnGG$%#GI9VE+ZG5?uqLtso1H~
zE0%C*0v+(kiF_6N^=|a(?CS)A*Ev9*AyKUDodDjrQkxHxqoXr`@s$`o`8K1AFLIYE
z$|y;M{T#UO6Tkfk9o8AyXfQu~{;q=D<T5=|!8RQB`^rN)P%iWvPIQj&mmYlxc9aQH
z2Ackl9`9juXl|0@CN;<eGlIU`J%*cp?92IJ^3<Y{KTgDPk#})@Kk*gt%Esgh4FW+^
zUH7H594$7!Li6>cx82oZk*h?%f1VGKfX_@><?hlz0x0M!FalLOjcbgCLsU|PI5R-A
z{J&4~8t=d72wu1qNS!h1Hm8gTpy?0vkDH7xvplyj{&O@WMS-=LIR*6l!CRLtqs6IQ
z>>o-rh~h|V!l2{ZG^~(Lj@3s0?ChSv+1FT8d@pc&v2WT`%vHuKY{;jL+~j1nDKIEM
zcFG9!Jzq#fFz~LT92N5Z4}-mF1T^^YkN1_p;l=M2K1*UTDC~s1%-jdgLGAO3N-W~l
z=u%)XrJXszFU2=TG)Zivp?M$QZ^XaEG#c-Vg?UVjj6e2Me$_RkaRkr@*j*N}@b))l
zg#Uw%(eBKhR_MA5EyZrwGbz1a{{->59tSABW3gn+;<s=-ONK`wW36?A-_M_9z+Ad_
z#?wzGMiVT`7<iWF;b4%kUfCOT3rFRymDQ~*MPY8E<td;eQ~TKMC3rr=ARisq-^e9u
zD)$14a{bzavY*(*RPjXPznw1q8s08Hhdx{z-M|C+n^x!s2U*`5m=|E*PJj0sx5$hf
z<2le0@i}s1FEzad@v@*>!wO^LL`jbtM;YbK|KhOjySEnNG7a2c&SW2^oVDMQk0ySZ
z<koj}(hy3N@0)<8e1c9ACMAA?Mji*guPXn0B>TvJm!9utB{C8gg(mKj6ayh@=JxI2
zX};WhDDE;G`Ch5C#Hl{+YAWhl>y^Zd7Rh<Y40gj>-H&{Wl;tI>nj4OyS<8=1o^Uvp
zfy;0!7KAE#!DS9aH|-I7X)_qCl|gd^`o!#V5Ad(=GM}Ecec;m#X7rJEm5)C%eR+Iv
z%1Lz!+l}Z72UGmv1{wKQvKIEHVF|G;+jX=TMEw-4BimljDg<DTgqF(7EiG+MW}?ud
z?e$j4qPG<o+3M?Owa~!}R9Be~{eg;1V$P}uZf+9>zS8Q~%_3G3bFE(VFXRhelrcAK
z@Rsg!UpJ>ug;cJOUf(xe-`2i$Gqidpc~t(xkBrB=uFkHkUfQ*lUJYp%yAx=<c9y^6
zE!b8!Tsr$~Dv>B>l35yEN@BqniuIhMKgbEZF3#p@{K+9z+jhW_5B~YE<AFZrKi7W!
zL|NixcTXy_=0@=MM5L&&3?J{;Qf_W3%NHKlHr$^OwT%bWpBALuBYSLnM0aCGcy6T@
zQG;bh_-K4?O(wK}1c}h$0+b`2R)@_`noB2xwN97k_d-4CHZF_8nC3GanbWT_jZa>R
zXTzXwiv|&w+4)Ubnv-LcS(M!Ll)dOl@T+14+KTUTLjq`-RkwX6ph`hW@_tKz5*!5K
zqqx{zUwVcNfFd*^j~HE@fY7^&#;dy!5ftjU7VkFe-i&CR)X3AU7#CWQ7AvHc)?!0u
zxYSE~H*GVR`ZAV%S{jblNC6$su6f@&vN8Bg`I{+O{QuJeI62UBpk6uWNp}4&YSc%R
z#^8z{W_?ISRNEh77Cozu_@|-9x*Su*N&qcvOar2dN}<G)P*bYq{BhPG*|$qY6KuD|
zl}AGT6BDlZeGWi#h7=4poqgQ9HAoB^9y?>%Z@|=y<1ZoAx+t|vJ;;Em6tARKf`hoO
zDW}fKblULszq4_WgNa9yHokSa=iE0{WppH)p3-~iU;cRH@zUp6FTcq=yI!yQTHN(}
z>UZfj`ExYFBqv8_G4EMqK|Pkgqc4^?)p^SJ*z<98u}c6gcJ}<r{aKR?GCYV8Dg%cT
z%`LIO90zBd9DD^SW)H}IDq}<0Q=Ddww3ncAL87hNwUhuQK1Z!l#kos#hTKF7f|GAQ
z$hZoM<My&1*hQP44zc8Xp6OtAY)9E0MHVIgvts@ujNUU9pN?272BkX^%=HCf6=sc$
ztG%eZlbvh)u-I4$&6IBtKHH0N#IECOE~^TU9(bnBN2fP<SX4cNRS3qtL+IDHgB$=K
z7hN9gWjW=0Xx?;T%Xt-(LhZePaEAmF!zy%Zg|ajL)A?ue7#-wbxMwL5kcwwXyULcX
z77EWH#+f_NZIa?Vz-(At_kXT6zKHFsxC{+1mRNf$vgixXTw0`#j|#m@YIQ!EoP!MI
zZyAw;*_Bo);~X_Gw@3PqZ83(|?C(i-*vPL}J|%clF(X2H9XAHP$P{&!!yLNxZm6gt
zBpCkfZDpqEBJmM`WoSM(rUa=HuT?kntefi#{mKkNt2*ItWRV$f&AzP|^F-z!rCeu@
z8Vwib%lhi(+gogH9biBuTW!z+)Uhal-<->|?Yf^q1d~7i<tnU9y3gb=)ZL<A{{E}L
z@W)a{Nc^}S`J*nZ6Bto(*J@(JS?zi>?`;)E7vu371HN#aDv5y!L6-9dW7SeS6V9X7
z^{#@@)8rBoIx@&D4%n2J{y_;nGaF*2Ua$Xw@d?nmO^_vqDq6mErLQ=9yBu@lALg?|
zLWT)*{R%?<#;VK>@>mnxVd1aI8YHvnTNe)`yGdmN0fdh;kr1Zt;rqO`!m=#H%I5rE
z3p`V7LO>(D)*G!`ZKnaIth)OY=NP*ARn^1t$7;98L1ChjzZeOmjTg7g$eyYrLTs#Z
z;YMBa#>26F%>o9U7>O)LpipqL8!;U6ajlx!KKKG8N)!6^gg}?mBY;<DwNi@l<85?z
zQVAhY{JMM+p27txWN{#j1~Gd8<gs$6ZPU-DU!L<{to%+0r4Qc#h#luD14l404T>Su
z<C7G1LW8Y>VT=rrP|bbctMHp%La14gTYTN%pH=^ouix`}z$Bi2I$P#$aUC>MmV>_H
zb$BiU?i-zkJ)}4KvVEaP=ofeJwE)9W`c&f|4gU(VXdO^VhgDqQd3pzNcPUhfxnAr*
zJh1~;cDud3Q=dV|>fJ>jN4?!g$)H;e^N|0=6F1Z)d4?bu`_~Pord^hQ|GkUn!7QBp
zj_;!}S1sGhW+x(*sfI7%-lb6!g^#W?UN4oY!QB=S;%X+K7OgVJ>1IscRH?wCL*eS!
zSE<hPTEp1hY@x9K=%^G@5Rtx{xYA3`{Uf-?cf?D>rT(<HWY63EtiXDHq*s01*{U#S
z>y_P7J&u(-w5HJX^yl@61E0e>LcIIgcy<@E#XL70$9PTI$tU*(6ZeHi-nyv>k2%(Y
zMqZAh`B>FSR6F@ASheU4%c!jq%%r=72&RE^6uT`skVTWNW~$;mxG233Z3YDJGS~Mj
zs`p!m$hSHtE~37bwbaOEtnNAdtTg%LK2fq$!*%B5nqHdYQB?(5tlUs{(akj>6t%vG
zl7(Q{f?#D<=-H}1XSXlM&vLUe$5*6{z|1z{o_~`H14C-wb(ehO+tNiyF7h=f;{+XW
zUf7Yzhdq<#NB)vD01auVsb{j-%@*$APL)7a2|lV_d@HO!(_Q@Tp)7T@q(<oE@-zy1
zZ6Q6zCgcbzrH`ff-Wp0;%;9?*_qD*e<<iCyAw+VMpPL*mng)!Sz#DK+;8g%`+jdd4
z);rhQs)hj`LCKt5Dy@V~Ku3STM?;CYz|uoi{W|)x%XK8SwnT7gp$PeT%G4`ZpaK%Y
z3)NJcYSSf;9UxA1<Z+QRw_bF{K*;T}IxDu(E$K^eC3Ea+hGo`Ro~)GO2Ebe)L+*0V
zt0fzB;=cY!iv16&)h|uHx-y<~MKt2p0w%5w=MQt#ER1y2^27`5KLX(UVyzeK+rm#e
zc1lX`$~A4k3@T_5<?q-aSU1<agkfhdq@4UVKSKeo-&LW9#?TqJzj&<`+WE0`Qd+kp
zHSwXe@{5{FOYWw*T94xLvD)ig!M(V|p6!uF3)8{XaLE3EK*^q0^RKk<yh5iRd%BoR
zH|c^&(LD|A#k>fsUG6%s-hH7idE0gkp#pBR1qKjvaxBvMthNei!4McK<q&bF0AAU(
z(S=f!*H2m?O9Jm2BeS&2T^v$&pvK)?w?{JdUBmr|C8BQvLhH(`lU!z@!&<hiHZI`s
z@2)a4`M$N#t%xL6tz~Sk(R=P{SwTQ2{opS-bol!&zu?0_NZGzG#JJS*am0H2aIvn+
zW&JZJ=mEA1pee^Bq~7qI9-&7O%_jZ-LV%S63WG$wti<`nR4HKYTff=hM**F$5jd0T
zJn7%g3Yq##s?J;>UK;=OTxN6J)!(M)T;ca<jMwAK=jUiH)}$pmn2~FkyD#?Z4Qek}
z7jo&FI`G|*Hl6Cpt5$oTeds6UGhNZROmD(}>r!CtGZkL4X)bm4d*|+38gXfJs=-#z
z_JBvRwUFJ;Y{i>@BTEqu&s~95ubR*O`m8s`cpwiKSa>@BDkgCF71f~3Gw7(1lNK@H
zW_o7dCz93tMb%u3`A(QQ;wyav)9*>oz>=&0YO7?|?Z?2EltO<%+|!t<sBRXJhN#sZ
zfv;NGrOKn*zxM2f>%$K@EN4X)8B@ZKiR9B$0;Med^SiS>n9t+Df9b(EQ->sEbcT5$
z#8O$GSz@cl+aq)((6jTfcX|Ke`rsdBO6m6y7iLSzO@%uQgT6mT2U?+PF5k7Z?_Jjj
z%v%4(LYU<EoLcg8PW5X=lrCFX?nX|HU;QwfJ6fD`Ys)zqD7sVK*8W)q9r^Cg*W{zA
z#I&Pc)l^EG%u8Nqkf6^aGSkN&({-7id_1J$3Yb-Bq0?|}<BA$@QsH{>NTq<FDDy(A
zQf<7-DLCGWRCROqmFq%Eqql6N`FHX2KTk+39P_Eaub0L6xIl0`P5QvGQG<THc89G0
zJ+ti8jJ&9En=27rdaL-n(!D4R86HmP;qxc2vtig~zM4AeZ7H(CLasztvcfma8hOdX
z3w>o8=I31#qs2X+tQaMzu-r^DmQVi;As&yUwN+T}5>02<CrZ+EIz2&yM+uI4t+?)?
zB4Qi8Yhf|!YpdDt=lkPv5IzyG-O2*Ufmg@Y;Lmps4WKqdzZEpw9`Q1K8ZY%yi%aF}
zYQ?Rlz{K<v`3N70kM`XlauoU0cL>o?Lh<17TB8~SDl}CP+sJwJW15;JqU_gp_sFDF
zOG8Xil~Bg|zMXn}{ZftX;OS+9n1uxl0)|C+jc8_juF1Nv0GmNp&6fxR#E3~W+O<qj
z6^><zESWg={_`E#*l$SHyjD8+?Mp1LZawFLZKd()GkJu8p*MMH^KCZQN`uuSenEeY
zuSSE3e&W=e=45nXZcd|&`+_0lu%KRfrqGf??KPqSG#Ed6d*mQnz;u4<rpdE~-*ZGI
zy;3#)pe|=t_vS!P*!=wM+?>E~HAkf2M~GdA!O){MsYr^5AB5<C3Gten`q>*ZG&nmf
z$2~Q^K^g@fPRr#IwBq4g4kMa=O*oi&*_E0A&{U9e&9@ZMTk<7fXHTwg&K;kg^<UG#
z8_wirWF=?+rhTcsZ<&eSquTwNgT1=vjXR^?-3FUr{|(uf%1tbEcD(?L2TVv_7?261
z`AwIYSVGvEM{Hxa5?^WzXquW<?X$ntBG4Fc>rY`$H8VXb!p&t=tG3mOi-h~w!kc7a
zt)cVKdV=QRViorLPgWr!L!z-aD?~#$cc0r^50aGq>+WF>Lucv6!??LHCYFA@V(<<H
zB?>D%Sn&@4<7?@A)3i%(o2xL372OLm=7v|`VC+}fxBu$Kj+WInxY56O{X?=6qw7HA
z_A{cs_l?N35xYt{R4(I(E9BB{s${gWiei7D=Dq7Q?L+n(1=+JnJJ}1=qxqI?l*5Cm
z?jxKzzQ9jc)Xm<dqsEP@wZhNZWrvF$*o|+CH%)?PVhK%3T1J7FU0b86wIzRnW^asM
z1Ow1jX9M?MiGro(Ny4Eehs`bC6tY{zX15ns{<+e)+2cgQB5dn|Ghcq|PNiv=w72`0
zfTLuLEu5lu5z$J(teLFmT%K#m88Bm|`{|FkvN8r#aq%!Q`KSxbXLUZ4R6Y4aDa)9d
zzOA7UBHNiJS1zFD2Bs~twLQ543q$?Q@H}>ZkdNeXjSs`u?glduq1u=n1=kd+Aa#W=
z{1zBOvH9uR{WvK^3E04=8m&SM4IeJMIxT0@+hqa56!ub<$5}T5FuNT)8hKPbeZM{<
zTM=PIcORdS5QuQmr5W1c+4pI&{np?KsA@2t+d_cH!i)X1r_Zv0<pu|Z+9%eeyVmNp
z@Ty+5`V~#M^pzL;PVCwLdSieSd8-HM+fZp4(}508m^L;Z6kIF&Xl9V!u0LjTf&((`
zFEFbCnenRchp58ZV^b;(vrzeSXW&1(#>c6`@WWbnr;j)Apt&*cmrPk!P}kvvWgK+J
z4Xym3q{YDYFFv9+abP+*e}=w@Q%A*=?eT8m<!+@=gIBR#RHJxl91ysQzbRW%o1y=B
zY1~hk3($^+<`K9goxNSMys^~r-5V`4Nty{uf?2iQ+LfD|d%ik~)_Bmc+VG$;Ui0q3
z1Tb0@-Jz9zjLW5@4OTvfDKS+LYmGW$0T=g`BpX7GRUgY$<*$25$v={~G(6bZJceDp
zSlE`t8x6%aUtBYqusn{;2GBP2jlKRE*|)7j3dX*{@OPV)obQ1L0gwaDSA!B9<>=(*
z_A4(5zs8mJ&!UYJcVWRUi|TR=|77M{y%tDx>K@^8jmLolYZ`AFplDQ<9NY7q%*^vY
zm^OK}DuZC|IR4WCzUl_|Dz~x|vzpQ@wrpYgDWjFtq_?d7#e=puGrqe`YfU=u;AeS7
z{-OrL{L2o)kC&^_Gk2b*K0!~vbsPGEPW0ISjUSziNs!+kUSHf-wXpAozjezpKy7QH
zWQRt>Y960pc-8J;KZk5_>JHFPzBXO@02<#JAVSl!D~2pz@$~e{Z?ikgkWR1FM{BZ5
z1|k?et5)TIj9o+*eol2Nr=9pZbe%oh5r>=y^d_0ZPxqm)nAJgwI|hC5=I)#)8spqr
zQ^T4ffosq!3E}KoVZx0!%dDb+<|u3P5G8msAAV(qd3k+*&Dxiye=ndadlCH&$8OW`
zxP2OwbTv?9t(2z|m*RU{IKZJp?VAHO`1Zlf^rtsRKr*a6*wBRWZ}-mGtBlK|@r{9!
zr&DVg;kv-5r(dnL!{D00c&V_)@opa`XeJ~$aOJ{y#_0C(Qr^zAy!ao#rulp6dpo#z
zt&)H=u@KIo#jtu_vzfW9?AT)Q_utg*g{ljAg1m*!-0f+1<N4HP4SixW(t#W&m1BM-
zH2R2_VZJuJqrvG5sNn%M&D9q}pACT$fvqjm*;wTZS9rq{gcNTIS$SG}*>GQdq^o#s
zNQSOc<RcWqNCDNiB8k9;bMwvIEWL3z7C00d0pYRfSxS^S<QoQTLN(qg>&N|JX#yiN
z+uJjjvzZEd6H-2Vx2wO1vy0w=8epF+My8zjOw6O}o5$U6!YLdjY=Dm+ohhYsmxVw-
zlt%S!d;6$?W)zrW1Aovzx3UNpHvjfnBQF4pRTO2gad6rN@bnAz_>{HyR~PuJswRF`
zdNUflS^z}Z*j>gi&>6CQZyGE-k6G0>WAl*)+h}pt4GbsZeUkeXdfn2YvVE;Oa;-J;
zOro(R?fZkuSp3b&UNf?<QbQp>*#02hC-5yKhH~40e7FCn@#0Duf30m>*rU(1k=asX
z2Ua*dVEH7#ub!EWHO$(spgwiup`DQ$p7GBRxgV3{8w|zmS^g#Wg?f{-6(^c^6Uajz
zRxp4wx6|9pET1L6di#DVJEni&3>q?_c{(REZFK!s9m16a5fhma)ymm6PV3v#&62ol
z1n2c0p6C8)gvN@_{>2M@bUA@4exU1;x!#_yVdb{O1FZM*z$mZbtrh9<aI#6Z;v`r{
zhls(j3Wl`qOLK|Vbr!u1vKVZ{(zZ|`)SsrdSai%=%k{&~n#bSF5Y`d<3iEP4&&{!d
zSuYS^=mC4dOZXUlrJrq8@P9e8z^CeFs-WWlW)}w43a%rW$=xH%g;VvPJY|UHNiF;A
ziP0P35Um8HnHikfq-HFGIjNf*ikShC9o^Ha(~z~I%E7&YdT(mj58I$Z^|?m?h*<k_
z>7CHSq#htviKP}GrVDj-11XIE%9Q2Xa+5!ZuryJ!MP%A-c4n>5yibiWqO<<~nrDC6
z6(4hPCJn;$GvvA%bF(R8Iz9ig>F|dwB!6Sy?QM8`j9!L0yS5>RPPTGCD2P1Y&SB^g
z*D*x17c|$GwiJ?6L=Ypu%*MB1dRAV!3nTbCugbt39!|%BWR~c{MG1qY!4~8|XWh^k
zyS5-w(0HMx(N|>Iz|uIqQ(}Tn$%LmoO??e-UgqG50yq+@sUNv1=bF6JM#tLjcPo1_
z&{CpB4sYg#(lw{Kkv~jg&)gVM^ZLj^#08J6X)vXQ=n%z9ZOK~K{Mym$rw;2{j>rzm
zdPlZD-yPC!mX|ivLI$)hqA8Y$+a7P(;@xq5avjyUo(VGf)RB(=!_-#?L=`phA}FYo
zlz^1dNP~2VAR!IXC5?1<h$!8SbVx7F(j80bf^>H-4a<`2yX*IT@4fvG_U^ss&Y77r
z^PAtC<FJ#~zsh1J>p2iBk@blxL{=1G$H}I<ABc$l_U-{Do?Ub&e-2P*P>BbSm(4sp
zoyH@8(Y07+xS*3MmO22W5hn^|1-z4j?+q78=97WyPGVMplw9>!VW|^B<MNDV1$+JF
zh!cOY6BhC59du67K>QT8r4jRGzj*r&%{yV~7yVp>NbYoC=e~+Bz=jwo&e9^{FLc=-
z0#RBHMEmRII2Us``+GUj?j0swR4w9h!8da2&wIIVFqnVVkG+XYQnzMFB9YNCLB5+6
zdGf>@pUHXM4nh|`<6YIdLbE5dbDpK#;_DV$c-v-N)s{a&Cw6mFAsaw1cC$}tZY4YI
z--M8u{Wii$!7hSB_%hA*gy%bqJWO@q%fnXOy7;No)YJAf;6%63xp_B1@aOL<IV7ey
z)5FJz)r-%5rQo@{^L~=1O(wc=UhR0Qrv$(!p1p4v?@QQdch(}|7btywwmhd;Djd?f
zSSJpx{Y12E6W%Si?0kFU-OyL86}x;qfU{CF52ZWvWIVINy}W%=kAJ22dq!9<@HxRs
zmS)0?&q~*6a?-SRx|$zDH!cHz!;R<+_D5spp>0tZxM#Jo#>{tZOFJNmD&&oY1s;7L
z<m`bB336Vc+FsGV{cSy1iNM~VkGrdty20%0^v3(#n_sWFx4j4#EUiF&a+^L|aK1F>
z!*IXz#)q_oLqGCzOr*tRCVUJo8VtDZnbrK~Rrkl|AyX|X-kjynUAe9rS*xo$mc#3Q
zM;$!el&QB6I~=XUZJIfqv79xEa{e3Vdm=d(YVFyu0sS7>udN{w|00%(m^ftvzw<Wy
zfa}{0w2syJmR-X<^i>wZS#5+zkErW~`@OR5-}lkW0ZxKox(y#Da;Zso^JDSvgSP4i
z#$h`y&D9R~l8d~zc5``hbouxWeg3&lIW*Pwu&NbB${0p-bNV5?-j5fTq!=KYQNA}|
zlJf=<F)vCywm%5a?k=-|FZ>}}fIqH7^XJ+FCq<?-f5VThM9xPe9*mt?S)NBuqfKiJ
zqfG(%lY+Zs<A|X5Y$F~dnZOS-eUF^{?uPgcyt?J))*dG(k%e*>_?p7;Z@IkHC4m3%
zS%1PSE2B_VQ*&%R_0(3OiA`^0ALu8|dMQGz(0sFhdbJ0Sbo#}&Vb3RSbC8xj+xGKe
zfh;_ZD&q5@z2Fy`@@WjTB19YUxY~FE9ZwFv#Otp2q$g>FVdER6U-uk8M{8rYBdmi<
zWsg10LXLGNy&Kf-4C$tQsU-WLw70Ef?(gtLk(&Y~Wj1duEo&!r%u5}_=DC;HJ6ikX
zM*Fv1x@DH+*QgDz9&vQq;e_CYSNIQXx#Z>7QZKpwLFZKL3Gcuwo}R%5D?%?Zo?Ldk
z<&s{sdVDFKn;za$ynfwj)lA-z>V&|SI;5kRa(E9P54O*st*pTs*}Yet6e=M1zi@tV
zbn}b6w)Z8zEkBL)UcBC-JFK);>J=^Usf}h%9kJ+~2_l+XOhE9PZf7|T;suA%rcL*C
zDx}zTjiyK9#)OP=Oj2Z_IZY^40sU?c&z?oYM{gI31&<dA$Rs)%4^+RU3%PQqu+6;`
z!Ktm@n}Doc?^KcM?a)24GSNOnpnW;_xx>?jr!&<Duv*)?nhw}kt-?ti>!+k%IB2zh
zrYfz!r0H2&sXs$|oB$2$G<N8`n#%Cn?T(DgvR}gD^hU~Mf3@dqbi83OVhtcdJGtze
zaSA}Vz7KuQ{USrpd1uk{q(`DEnJR*-p+V{DSB2;4I<Exqr>f5_;{i0xqW}0D7!c%Q
zZ{yn}d{&}kAl(XQV78|H+oaWVt=p^wewho1c0ebV?KE|lVW*Ixbvuu=OW<Mz#6?)S
zZ>2%svLk{tC+8J2?K!tpVEmz?czYlgz@lD9n)r9eU^xjJHto;voKD*|((+Gt3>7p5
zYLt9EJQh9O6iDOB!&lB0?)p+P`u#BK;^~%XeoZNf=i(`*k)C;{vmGB_bkh#<=M^+j
zdj#)&Qv(bS=saAyT5>#0<yy^A@e3~1xG`Jr>!_8gNwUh;4U!CYahle>^j16AW@orM
z>1A&^Hd>~E?>LIkKzhFiVxip$9=b+-43Uo+^mDkMv%Najn3><FjNV8Nzo>)3TU38z
zOgjpOsYoou`0ixW3BI;%+Py`VShHZEwMkeoxey)jiNDn84=p>*vC>+t3T&41U@kg8
zWm@=W+=0fMa3yR{>Vei{`})Jvo|r(IL8FVi_8lZ;n&IttVsh!2MBHh2-sfv@ZO4=s
z7*yJa)_t5uf%u#pO)tWq)YSIYBq?dqY|w~Q?q0Q7e<<j)j%wUoibnggryZ3{`2^*d
z8SaL~JyXKN!omi@wYBQ1x`0weRomLz%SuX?f(T~`(>2u<eIRZczFB~0yuOH}YFbYi
z2P=M3kT$mhfeuSR_Fy-3eOfgnmlwx+{yG|3Aj=(v!K%pJ*9OZC$;>w$v4DpIJZb~V
zqXI@zn>;&f{f56`7%y1vhrqI4tZfxJrw9)1Q#D@^D1|i9=~o5X+D?>*a_fF_bv0oR
zSWfNF93xNK<@*&34{3U3byLcl%fk>1tk)Kyv<5ytgr;T%YWfTGBE)OTnPXTP{8R~4
zA+IVsd_<T19TN|@*medem;l;zU>sG5D&T3lwtq3y_Hs1{;J4$Wk%6Mj(e-IwzlO!9
zr<<2Q1WQZjN72ksh<H+kOptpchzy+aS{m{<TpODx!^hJ`erJVpn{##IJ6devwIR2K
z7ex>#4_tE-+MXs_nsdMfNK&qrU0=beXV7oXWbAK~0mo?iUjn2HLI@=^;6qR5J1Z?s
z>=Bc2EeR^VXp(iJN0#=J{T6J~U2Cl)Y`|i^PI>Dpbe;4-rz8Jysu7Q#2eSzrJ|p7%
zTd3C}RFas0&`e#Vh+=_?kS=~F*h2pV`bhhs5f}Qy40B28zmnVF@WCG)`bOU-l&P2j
z$!hGTE|Lns(}Q*{JHvj(uzMA6`WsAbxXhX8{)w3KbvkXPvj}}PIXvZi8o8j7LWMc^
zt#yTZ@BU<S(`)Y4Gx>?Jv9I&<jGJ4pYo)>;x8+F5M8s?>v`cFw>1NHdFR&0?yZ*Xx
zZrb=Q;C%X>X%O%Gphs<;hMMLSTJc0bG6riIi;<wR&6I69z>4k&xs+ZjMR1glEn~V@
zi+*=8{{;BcVKDA!R@3caFxDLF(8qx6uV*e;u?S%XhJF*&H+rfz<>rLJSUb5TyN@yF
z>?BA{EVg22H5)0=oD4Z*V$Zi0w%!ZElOzH4qUH1uimmR2I?tB|pB#F&It}benTHZ;
z@qtKy1^5A)y4eH)uoMZ=p3im^;4mp2u!`VlI5!(K9mmp`E=!TpF*5QHZB*&{qG=m)
z1C{ZjE|^mu_Kx6_n4y<{en%YkM{w&e)y6(`LVDAghf4lEKcJ9UuP6=XYBB~Nr~;E8
z7G@VJZx<fMd{7amI#t2_gO8(p{gDSu(0~5ZXa?eQA484d&6?KT7L*h)0cKiyw-2WJ
ztlWe`!^5`m+1cL;`vm9m(!P$0qu(-Z53Jy)k3(|odI2{n<v}K0#O*nDT+?*r{st_t
zmX~$zq>Jnii(UskYX={)LBu+R6g<d!?3T152zp%zNcypw=5h#vS2noS)ZQv6v;xXm
zcy$m-C3tMm@rBJGO7!R~O<D15BE5va8~k3+**M&eh2_cMVRp!pZ;a_GnmCsX{d{5K
z%~~i8!en?8Su4eji<-=VsJ(Cq@-+E?3&(kTPwFJnxYJ^U9*p}qxa@yi0Br+tOvlc;
z2Z-NdvL4Jmz)2-&BiaW8^%H4+>aiJ)KcWI9;8aL{0Da4Q><Xy$>6Eredf#;D&Sg6~
znp{{61m0eiKp8Cr(rd@BI|f7VO=w%=oT*Lv_z#`L-L|&Ood4#CM>WxdHQ8l_i(30V
zQ^~@wiS1Z>K>{lAR3W9Jw>_^jJukT~_LE<U5Pt>&qQXM1IbL8gX}_KCRF8Pdm^yc!
z{EAqKBryZG;8H|#dtRyl^NGf9&)E$&-1546aBG0Yh+49Fh{T(fq|LbjbIlUJRj}D_
z&qSOB?K`L5{(wrCnQJdQCY`qlR%sPAPzO3zoHtM%-%!PTC-AR($;$djHg+1jN?RUr
zlWqHP`E^OHU9QjKR>$`3f~AHA#Xf~zTzdL}KoJMGrB}Zi=<M9wZ7Ii(y~=!apJ%1L
zvg+DqA&Opa-i{eUNzK})5TPavSiOx~Rp7#Yp>j@6#^SCkx$$|!G?6vMk&E#;hCKq#
z0CT#Z>K6M}xCuSHm{YrvQysx9gBTv!cFgnt`XIgXPC-o6NIF~fk{!C$?5Hbyn)gB}
zI3T%V&gmoD<EAJk=+@M*=!pL>{CdOIv3VqV7Des-_aa$S@qqE;9WOhCgxbeWEKX`K
z@<v3vri~)YNUdt1$@^kxw&+OP%z1yi-~V2)h>3luEhz}mUE`Z=)64|5_|JW{7m7F?
zJK7&KE^^7w2!F`d{#&p3GpGE2f+@G>CEOLNyw*#BXl$^24lk*4obK=o(GJX?52TT_
zpL+{$0tN@%WUBi3)eOoqzFwz(HZpPxTr~EkM?j+cVC|RF%SSjiVm~vqGe94&TZ{hR
zy(jS67SO6n)vKG1(-uIDirx9Cfn8Ggm<X2{)mz=5eG`chiGul*P8TryJxAN_Ls9tT
zSqwcmACh!MLD$30uzqrr<_+v1AKBC6f<yHK`>nz4(~q&^hpZeNm>=|L%gSD~MCoeO
z?sPd{sQq&H=BP4<o;F8W`5#%dHRgG?B5^2w06*>RFq?7?*s|4~+i_1d5PcfUahFdQ
z&K`@H2edT^aD94u^8_?B6F(Ot4sQy>{ZD(a%TMZZvJM2ma*H&t^<JL_?D3#=ZHaNb
z)AAEgg8gJWjJ}D)_fWiD=Rh=6R&CW!ZWs-;IzYXmoHpgCT6PNejZ}uxF(3qgA)gr_
z&=s^Q_q(YLBV*W^xqr}af~ApfF2BT84G)+SIU^Dt7f*Z#ynW$M1`l@pwHL`%w_mci
zvPZt%zL;9umZF+iBJx2;EApFwU#Dmm3tX|eLh;Rq1%|Rxa6iVjF3$LY7H~8T4S_w^
z*8Ni6uk($x`?6L$n{j9RoY_e2&z#p?>+w?}78d3+!=hn64tZFR>mS<8{@5V+iJp*}
zcF+J0+B{_Rw1e}zLN{1FiZVX7gc<I9rB{jX+NNer>8^AI>+I}Nz^?jVW@*nI&Q1{j
z{p!O@7-wn4yi3sjIFFLK021>h%P`v%j~M)6S?_sW=bqejxhG}>zGi{83b*4HJo)Xk
zvAS-91;$i?#e6DMd?n`mH+kj#&S|2ZmOYwNZg+PFCWG(vo}=)eYXzM3cExIx4MxQi
z<g9QXTEp+hA|yHz`h1}0%5TdXv)?X^@qjEhwxzC?s+94YG6jsEnBOxbYwGi>is==B
zq(82Fg<zi*S*^HCw61*4Dms~MZA8bwvcxj@z4F%c*y0XXQImB-*xu7;K4<!pq$KkY
z+PQ*%hifEwLRh9>&K)@O?yi2OK`wk8`Sn?R8_}<u|NnIlp+W1fFQ%Q24zs>ZYd3d3
zthceyD{ioH^fX-w`hc^0EW%O^o%N@WgQtGfLfMdYddx??-=L|Kt<yK6>Jx;j+U4xw
zpsI(p$b{iCc8U^e_6d)!j!=VWC6Kj)LvX&E|J$il)!PjR<jwR!EJfsu?;)tP8Q1yr
zCRF)aL2ncG3je>7tZZAL{;z?pgspiqFY4l@j*y&4iaX}t=pz3an40~F(g?<1JN+B@
zetJ+sf(_a_U|%m()(x2;N#8<dAfty&R=EA7#?MW6#|%skSyjc>Y>X3?_aikW4tgK$
zL<>@f=Frz8y*O!@xj~*i`o<Hq=9Y|}@?)_3+|C!qBR|&KDt!@eD8<x0D~za*-J4hM
z;;(i$&<#BHc9qXT^OZz|rfV+EWApO?Y%F{TEVM2KtmU_nbtGs``YYr=rcYD9P1hN)
z2Z1`bFs3%L1ZQUI31S$`7024MJ0CV=*VE^~wPSZ`kwrt<7xV$=jZrDC({JysFB69r
zgskv;i*t^<G_|7+-$+c_e$=Zp9BPr#oUiXR6PBnkhSXO{*K`mL+Q`3#WmW%Ej_B#x
z$%v#RuN;ebpI>Kro&FKBJBBuLOL`p|>?1GyJKHNpgYHD%pPzNCkJaKpu0xCgYiUPW
z%eXUgJ}JdN8{scs)VMMiR$fV2-V&7p`$OqS{KKP|s1rGXbp@+9k4xIU-6BFop3=lE
z)^iV@5yX2azEm)$Tz<>dIZ=!|;JNZ#eh#cxt6SiAv*(c+hz#q(PACm)dNs5WPx;wd
zh-$(oarS0Ct4m9PRu=>h*U~bITwJWroyO%0svsd6`w_JKtx%fQX@#d4+PN5%lPM(a
zP7cCQ6ndO|Ku^bkQHQnk2#wj61JZekly#Awt~G(ZilUm+0AiJj6`d$~rpu{@nCyqO
zHX|}VwDX_#gc_&o*lu~(e-_f`4vZ70*f$f6&9e~LGfN*r?MS<?&&uE3ZC2#{NU;c9
zocC&<LF)Zj$bA@}+bb7;Rvl*KGoP^R0rB`izY<P#^J&S)|4F(uyzc6Y_*_;#eb1|_
z#U-{Udk2braPCXzC_YO?PJmZ3cyc&sZL7fuhwRf_y8AuPlG7>*XS(dhm!MYZ`MDG1
zA2{-3i;{zn?*SY>ZzNcxNl$sq*<wvBe$({UgY2DB<}9i04AnEEDoq4d@klu7B_}2t
zkQbVKXbcZ=oES8(lhN(0A=?<Z{L>IqB3-K}r{Kf&nRv)!e+UC;;S<Z+p1U{tv_lW}
zcdMeQEUaDAQdI?Fxbv3L*hyPpujy8T;vD|Rb8{>`u<3KdLF6*Zk$F~iamFCt_jQ>4
z^dGPhlnEWAp2cLLG~gfwA2UM+39bWDxnIXu=vHcG^kc;Ohfr|P#CG4;T7<qsse-w!
zqN##3@dHYRb1CI7toeAf!pg9hukpab4*Qcxof?-$Aa7IsWA#WeO5b=Ts=i*@3|wXM
zwkBH=qD7T!_fYpR84@w}6SC!@C;*<xonkqX6sIE^D;xhIipbb%b(($ye;8&7gdrA$
zi!V>SBpvb*kB;<RD)ib(HHvXm4P~agKF(o$1-+AAFu6TH-0^pmttvDN*ZEs>EB~?n
z<2SL8Bn#b=PSsJ5_me*xVw4^+kO_Pc3kUI>hzoi^v013wzb<VHj6^yO)OTY_o8vGz
zI`lDh^6^Nfzo1ruE6B%?W|MV4{xD$2*m+NLDb{y&QAgEuatAPjNXD7)iX49-o5<Rh
zZ3AQG8T*(3bW)16fZCFqsIK8bUBA?Hx4&#FD+fie=kh|KEtQ%-)n(o0)1s_u`#oL<
z1IK&$e2l0E<09hU%syOfz`4(X&AudU6*7+C(v4Vj^V&J$>9c{kwHtNI55YkR%Qi|8
zw$f*dLqH@A;e#YP0SZp&O>Nody>xZjUgJR(i|}D!9H3<seu0b2E;(ZY_7HRb5O}v5
zAEr0y0cw%(bKcZHuoq03L|k?V*yu4?e0H3Yt`8b+_@ftFa#+f;=uOrevW;mpCdCzQ
z<<C$trH`MuJg=XNEUD<=ydByE&NYiFEBh_4``(!8kIx~C!AyxTQ_W!{%L+ZVk|JxF
z__*^U;HceKQREYR5B%tj>MBY<_x-_dTn&Lmd+UD5&KX&$U29n}GBEgVB*|E_C1?!8
zZs_c?-IC6_p6|3cI=6EyoN9q%ahv!#PFa{oUx$A?l>s&oYNWninm9?+s5rkv`-cK+
z>cZr4Xlc=%*zzhe!uo2n;mt5NsM)$+#2Y-wsbu021$G2a`Gg;oCtkF%H{*pN$^+zy
zUv>A;GVehGIfD|$d^mQDRA9olmzuf8oox3H_H)g>mIfyTKh3JOSDP8~;_!fZjUjZ1
zH?bt^Kl``bZVs%)qADKxJ4SWdyQ@R$!}=Ps;g9AAToWlohA$j^uMxf{yHcqS$$tiX
zKrY674wSbROLgYl$tEogx4ow#njH3O%YBOucW!n}&luTyXIoD6#6%9fQKEy!VC#|U
z-7zebtI1}3m~^O;QJ5yZDBy(`(0tukVqe~0@IH1eo**!p>iIrr#oOW93XXH>nGM~_
zMx-H-Ua1D2I#Ow4F3)fu&Wcq{SRq7>xAGWA*k`pObUVf93We)c&qQyUjpVKGlZA$<
z_n0Fu`Wj?R0ta+hSWaJwEz*P~IJf;>16F+F^a3AAS#qM8kQn>^#{GRvU^S#rZ?x)M
zs6%PFe@&MBHacN%W}ns`zrK6+4hCJ!@FOaV__LStFKuSz;cO!TwAcCk952Vx9vq3}
zk-y=>YDG}SQ^}AXScMam+*jL^!}^GBS0_{&VMeiL9}a@=sW)(5Bn9Ww-UoJ~H*i8-
zptVlms;euVdN7!dgJWRqut_LJ{3(O4GNfJ&6K4?UBbLQ2UrBY!no&v{!!i!gE%6nj
zJ`Sq;P5BiCoJVqqzS<SO^N-D5N%TzjY%V!=-W;U%+TSCQ1ldCF*P8FE(16Tc!^yB}
zq_^cT=_iCJ#aii|e&A_$3_MEN09NW`B~;nwr#K5PPTm+SP<7dMQ`9i$T2IG47M`lk
zQ4G4+OAN=rDjO?Sv7807oWDr+B-CHk>CsVH9x@Xf36^JT-M_$`viC{}<#h%X!zu9A
zTWkkH4PrZedu>KNex20>21NUAX9ky)Fwf<cJcZm}4)4oE?UNf2>bD<MAM3<t-zMcv
zAGhOPs)faj`*u7Vty{NqB#sbBt$<Vo3bETQY<Lw^YB>siX~@7|&k1b#=)sKg!qNmm
zD6oKSkhi9yz`VmIU)OjmTi(XsUuyv~aUo&JTY`C`WAEkJFMk`@&3uRNe5)uSF4d1n
zDv@DsJDtj;Ltn-`%|BLqAIxF4Vu3^Uo%fZGi?f88C!MCu&Q8(3`DX99<+``eoNEd^
zf~=gr1w}z3RspB&ep4Y3erR8wD9jKGM^=2dqSZ6bSvtS7?={xV-2}V4|B{mrpCKui
z_<%H+qOV)tI)Vbjdf;|_kiAo$Ehpyy^T#=HK!_TtR!`nEEjEri%C4E<P}mrB>J0r@
z;#Qq<o!1r`<Lge@X<6QKi>h*!Iu3HyBNVN^zZNK%arZKXYRsx>hgl&y!$fXZg2d(b
z9R)}kEOb+#n>9dstgm$}ynHTNEH;A9&}i@INh>`6H~7(T*X<jI6u9z7*!7$?)qlRf
zpl<|KIZC>?_zmKJVD@&!U`&UzA&kV+co-XTscv}(6qJ<S8fJ0J+a*WMWdZ&p5U*(T
z_mF*qK^2|{IXL;Z$FWev1B^Z<U(fTID$Bq{@!8*_#m&u2V>e<nIHz#kJ^t1S47%l<
z`{X&eN#fhUs>vHqy;KW{_&YTU(p-yCG(^@I4pl;A{*o-0^(W=k?^3HUz2X;_b?-?3
znT~DWiKr+NTIF6<%wHr8ZK2elrMVRw5L)|24OBj)5k5WxcHV(_+PC{tyi@=ZJZ`+B
zFq?cJR3>jdH7vH{%Rw5m38wYVnRu`!R0Uforno$=nrx?zMRW=6;6P}Oj9;h|>IbeA
zR2@(3dQj2O1aB8<8N#k2`n4<cX81;sPSvN+#MvdL@ms(<By!P8xJ}B#f0oOJ%rKID
z&kTP1iZ%G$v0ItDEELGX;-}c(d$ngLWeQ0$<iiahb$E=84V(l}yN54)iH6<Z8*{6h
zr}LCbX#K4g*rW&R4QzNPxJM6b6Y3kw+b#j~<?nylXq0=s3@8$v!H_)#g??N@!ZQ~!
zWI$DSCFzlE3KrhSywXzKUIww1pR$5SjWbjHbV9nLyyQXFbDn;`1V%c{H1&?fY<_xx
zI8=phna!>Aa@z6gD>|JYv>hwRe0Fe<^47JVHS+2{l`$kqomxF5P2Je)G-eecMqxGi
zVcqlqf=lo^jlO<)$S!>_g;`X3akf74^91Hb>v2ROLk-E0NIJ-hc44X<VRF;s9Adu^
z_MqD*VKsr<tKzYejotJ7XSk%9XkUIz^BBTlN;<Y~Vh+Hq+F=qd^>{*arkJ@{A3kB1
zF#W(~d;;?1(Qjp}of7_}$4brl_;K4Y5CeA}Yaeze4c+6E>O0b6vBSg4cnPcT!-<GU
zg0VuEV{K=azF1oEBGm=)q0#rT2i1jV%9gOKL2y&y3xA(*3ejSQ@d|3-i5OFVH(Krm
z_xd{W>@|Q53&z_L=Xm1noxDW(vh(TlJ38j#THZ7LfGb<t7E6QkFEz#B(k}Yf+Y5#O
z)VNyhz&ji8=5}Md*TYhryJp<l0gt05lG+A8;NiJy7^0WK!>_te?tn>M(0OJ2DC%?Y
zDO{ixN6B;qmc316m+@)g4+kUT3ww~VA<Rip-rVf=Po-myqF<w5W2HO#;ca(4E)eHH
zv&jW@DkQ=|*1&k*)7M5vpc`;#4{~;%zlUC@@1D0rMbS@A?ozn+ZQOH5B!soJZ091d
zc>`j-ub&Q&*t&zv26E^=M&h-_@M}|`t%3u1ds^&K?-`+NZrjH_F86N^r^Tf&#oi;#
z=2RFP^Q2lgruuEA%6ebVl>Ep7HqQe}DShuDbRyyspImeb5+P-33Pr5yf(e~iQUiP=
z-~V0_1~wrKdK-z#oR%CNt*s?ZO$}5R2$i7XU9csWhaWysD2g2v#4SBKcfpRIU1pB^
zIRakq!IlZJ_oZ~4)HTy!4M2>k-`#Siz7pq<@eurv*QV3+0QS5$rz8lsOs`0hV*?2=
zd(i<8Q8@^vnK{63%a!+LDu)->)G*jNuEL7|K<{eBb$+E*i_F@=N>nS1h>9e*zUd$a
z+5nPekRf_uJY;h}r|b4mD)d`6nP}z{^TW)FX*p4&IJG9np*oMH2a3X_IVV0+RNsar
zE9S$jMeG9S4Kh6+Fj^=-L~GMM;|B{r#aXcgf{d8IV#UFr5s~qVcz0Bd`J0J%z({fs
z!u{@8$ex}Z^_-3ZO1gJm1j>R$gFLz*QPFHnP6h_*2KNE_8j@~@Asc@J_jX+cF*{bs
z-N{CPV)~-72U$RkgoBZt)pio?o{=Kg!R1L9Cmy5+^)QQpUVi!R)efRe7NB@Gwcj2x
z1%+i#L%<}WsUr*)t&|$3RCdPQdrKljSom5%qB(w8t_{UWN}Al&lO4*QIPKi2w`xwI
zug_1Ix=BpVilCE)eVZxY%KTNi<L)82j8FcDO2m^o<wfw|vGZ=6!2vTHsd}oB<s6M(
zmc5SKsykX&;ph{xpHYwhc{ZxQzRJESk#f}K4b*hN9sm6K6EiDlM#D}VZ=Et^BTp<g
z^AgY`<C}}45Pz)K!A2`9e2k!(>>lsvviiL%R}t?g{?Diwj*k1291}#4h)leqY$vAQ
zhVWh^#q3GWiiHc=ZN8D{jEM09Sz(vfV)?lawRhLb89(%uoR8H;pnz7bKXeV`ofOAJ
zxi3oIw_0Ggz2^olr_6IEZYDFZKiTtH%8S=szD<9%t@3@f$_||Vl?`a0Ce9KP=!OAd
zz$-YH8hiX=26>^OpC1m8(CO(f^tKo>i1`U*^qii=br#m6t(F+g?&bJWf5(rNJ!5u;
zB<fGqr-b<5HiDG*&*rkCrdt)0s6<A%-JB3{`_JM(Y7OPEwkgx9LplYfwT)N4PEJ0|
zb9ebv=C^F07`)Qw<ux0Oh6bdr5+vewSC>G<x_bc?gFd~as_6UDfh0N-_JG1r{~<lz
z1n1Eg;7)_7EXc&)01&)h;_z#4*WlN5wZUm=*7e|T*TRMa2h|SHQE52Q?8+Fhnvww3
z$R3zx?cMQ$jfFX`omIRNu&$0+wMtMDvb|5ALcK`tvEK74UjkhXpuYDbV*#hx_&4B-
z`prDN`ucV$URUxLeX9sQ9Pyf)D-|r`B`?$bpa0>MtlHQu$U-*nq$@#zK$+e7F=&Eq
z$6HNJttF*#7)gewQH<9G&{G~ZRFZc>f-vf8tYSMzn=(#!9{2xE_K&J9G7ArPJoXGO
za^L3^M@co?C_CH{w0g3phpKw@zC?dniC@ltDRcOOKK^+P;7uK|kEolcD%Fztsdm$j
z;wSOnI)z*M>$>|$6$c)9YgJnw24udeF_v?mT|*x8LM!_mk1`oWaFlxB{sM2pXeMCn
zV^GtEjVR3$xZ1@f`&~5EYJ+ILnRGPy%cqS}419y5iZbfznFp%0e-^K4*2>Oh%|=hC
z|4Sl>5M0lx1XjCVX0fBagfG*)*A>&|^~>-peMqY~6rOgGav-B->E0Z_=3UThOg`rR
zDRI75&ub;_q9QT4@C(XJ`y-YFH=<s>n%XGQon;UL6>MJ}E6e9ho$8|S!K*T;uNd^Y
zzkh0XqBsMYQ|x1s8q}9PWR)DHo0agVjJ^E3mH)Ck&mPE8FP20vmJaY}#eG|DiZfsv
z6`sq*%>fR1%cUVJj8nyrFvD12hyKPj-5i8ZN6JdgITwepV_}hwzcW(~T=^YL`7JCx
zYFh0kY-Ou$<PJEZMA-q>oSmGo9I>wtzy`}rj_+eqQat(w`o9^(?tIZitZE%gR>nj;
z0tyx<LdGC*1kVxtK%7fU<#s|Nw$ptUd67PE&-42@fJ0pTjzwJPj=Te;6Z2WO_(S+l
zWY5z=wvl}vC_4~p7JX|B+CSCK*+Gq~y$YQ)hvMDeF*-Gn8KO-&+)j*W)+g0F^%f-y
z_9xD;{U5+?>LtgaU8kFM%ktJs^7djxi^9Xyr>&WK>4;0w9pB1ghIj}1CzoFP*`y`n
z017ejgS1<%Jy!u;PZoZP3`*c`-Kd+d1s<yTPZ*6a5CQv+5;OB!=u;cblnYN)H73F?
z+?+XIoE=D%!<*-51eicOvw+uqPDJ#5dz*g=CiI%rO<oz6UOmVg6pyIQ9(hy-(e_`4
zrN2^B7d&YpeH3{c)9~MLl-o-c2uC%o+mFZ<{g2$~+H?BB7VPQiL(JkQT#%&MhgGrZ
z3a+jh)!h1e3r2$T+Lk_q`!IcUj$(5t!H<&ZR&mI<Y@RuEFYWm&c6I{X=obO}(czz$
zb}WN_ANDvKkx~)$bAOW*{%mU8b~+%u=rcl$wmx7wY%_y_Wxg@OiB0Ddcr}x~gN7yq
zY-Y>$_g!yeYHht|abM$dxE-9a7hVBv{r!m$R>s2a`cgv0j!>V$3Xf9uA=3Y(4C=h8
z#w_G2Tr?#9&KpnaQ1ne&0Q>Dwp$u%qv?3tdCQ!-*;+9j`jTXZIL_p@SbRZ2TcVc@`
znIhfr-$|8W>|5&WB=o;A2g)C?_O(y@=amz?wkZ?>Bxb-eLeB)DXvun8&uE9cbMH|+
zF`HUnde5d8%iFdL$|(_#n4f)MG(z_@3Q;sTYGl}k$y=F2<|1aZ5xsbho_t*nC`D_O
zfX`;SBbSekIESEF+JCFRwCYJCTZDm{Nntn*o9)qQ-a8b41Id59ouxRJ1DqxKX?wIE
zQ&!57>4rV@=TAITYH&Jur|^B+_PKFjI}ui7x$_1t(-2-i7q1n^Kmr2=P?dZRoLVX<
z`u7gr1M}~&X4IkrwoBp4TiCklkDK}C*lXu-GiTa%VSKvsliWG(OM~^HM0KaU7VX*b
z42rgLaekQQkI;R$&x--JIy09Jbd)uG#pv((V&1@>tRQM2LZd_4EeRa@fp$o#Gk_{G
zyXm=_UY+`nMWsg00R`xMYv)J+#~%Fde8%kN!ntR^^|VO)<V-=}aXA!cw(>w;`mgEr
z@DekdXw-s37A^DZ^G|`96(0a1PllsENu*I4ipaCJ!iRqGmufRW$|sBx{{&#TsOnCA
zfmMm9>15T`h^duGUw9rN?^~O0k9fz+twM7DL*OCw_CF}fFz!}}JaD(i5xgY4+%Yov
zj`i2810X^99(~s&6Qae}U__)+ML6*~8b|He2dMPPH7?$~HmV<jKLAQu0QU_13tBKU
zJWS*KdzkeB8a_@&baQYZoe-_-?P@Q(wWH^HgaTv`um2fkm7=r*Efm8NdB=CRGi3XW
zhUP|L_m`c~8fQ(t8v)v<qc|pK-Pm*&44$C<eHqcKF<Gy>W9?zQ_hrV&8+Kqr3l?>C
zLi145*PhS-QqRAaiWmD9P+KRos^0kPy=!0Sefr?CbZnyL#PoJwREE(2MWiF%$mMR+
z&hi~WObg?p*!i2eyxIApve?sDDs4AEqc=a*Oy3OXpB>4dbzQIye24+IX$u=94CrU7
z|Hs%-KRYKOCe;Rreq6FKldo7=-vb;0f>Ql=$1!`uDZzwvPjb@8eCe6!Xd~V%G^UyW
zspy=^Gu`3p$-Jg!XbskofDpf#Gq*9}wu0NoBzwYHFo56u-p0ovNPhrjWl6AG()+5$
zv^fGW)KL5&#%uuPo<2&Y!i*PdHphBvu2SRdM;tuJk&w7CJ~l=xg7YfBpkQqID2YnP
z*?8oCT!4@_DhC0WXmNyzQ42RRmbAuV9~5lka#A?}ZVIh}+8@I4$;sCuIK79Um1XWF
z35zCxr?>Hc869ypBh!R9lxe?E)EsH)zvttSM@_4D1hu_kg2#bcU)r%))4Nho5tJNH
zOeQJ`q#Yp_Yhil&^n*pHN!b1mnZjbGe@u%lM!cgm4#(FCWb#){SJkut`H70T@?Fky
zI*OK*c^kSITtE8;tt-b9NdiB_MUf9Ziv6jrL6x7SWqc9<_Jkd$Fyjk=^aNc06gZ{4
zY^>2y01zmEZO&<Vcsza0>fIh9_vZZ?88K~v;KHHE?$?<+=0Cs|@>GEIhw!A*c6SH;
z9xTPo8(x*%VWV|L`&UY8iB|1ks_SjP4af!r2na-8F)FwKEbl=UvM{q6-^ZUW4{YVr
z3J_fG>j#xhZ|@?@oz8I+0j~f^!~BK9@-o2YicX}Gk-okR6}z&#Ru;Xxb^R~MPkfrz
z_fIx#J8kDOpY}raQ8M`f$b@$YFP?ab2+K`TpkA|}1N6c4&DxsVJR;~dEv*PEOQ~d4
zHj2Vno0)lKH%jeBik4eniW7Srpzb2QO+;j$vmi6Y7d<$-dd(L<?ozAaT%T_Q=$?u5
zl@mKqa31=P#!Q=<=8r8q<fI-vOP6$Yr7$%;bX|%aR6O{x+wil2%GsG4;9*I-yJP&b
z8<Q}w)@9y1ZWn3lr{FoJaQng=VD(sa6C$7>i4?(FWE7!PU`8z!IVi~NLQXDBQbVI0
zAfae38$`A6W1+ni5y$^vP_!8~nwOtXt*gsY+Z$I@u^2R)wi|}To9yfFAI1v;6s5;b
z)<ozAKJrf86cu3&4A?X1TwLmjBD)yEA|ggfy-{E_LHZL};0!5%BDWPqzC@%CrbMyI
zfb}sB1u>|*sZh@Dxq55F7s~a7;<EyQyN0GF1`lr{K+rOm_q_c3=!PDSi6+{yBcH^7
zYVxu1CggcxVc!U#1c3OnjfuWXIyk%-9-;iFOP3x@`2|8J>4Oee`JA-0uH<796uy^Q
z05x<_D~1vzr6s^f`ikePVHHtQ>I`jTtC;boh89X?#1i?=yzj>@j&q{@Z)fovYNeEZ
z>KL>=L<5*X*Sk53sB+ub{GXU_UW^8Gw0{afzrwvTn93LRJKN1#jE9}V<I^C^?IgQ1
zRT&3dg+9pdnoaiGALmTcwA2&YW3d4ho1DUq)Y?eNU>w4uGd-C1BtFl+d8#7jCbVvU
zLo5Ez-pbcB)o5uWosvdF|7=hTe%SW>Q3cT2+^N_{T40v|BjGyx+z+H+?v4j}$2`m?
zNQo`-OFK!o40eU8kE56??J%{-SATG*CsCQ+K-{Y(+?A9BaqO5M-^F)Yy;IARhw{z6
z4$Y>p?^9qbbkqU|@4{g*g=CMS4<QN1ln(RJ4@!w}SB?NY^8^)qo-bY`?M*Fj<9zmK
zPr7T)5*PVEbE;oiJX+?}_OiffC4w!VI!v?H@;39hL}%5N9C{rzO#5UZr-5FEX_d2=
zy6YE(gRGP<9kT7b%FE{>v9|XekXb9|z&I;TfZHg>mhEG{a{P)y@AvA=5Tc!1KEoFg
zF)=a<w!U)iC2D8e9_c&GzI|5BJ9lp_;-erMw)@LsxS{wnPf8VrcIO40KXRVv9tlaP
zrZ0s#ur9-I^i%D(W-&@>QCap~2C*(N0|5$yRZ@DU@7Va;eo?Kt%dt7TR<7Gaj@C({
zwupf4OsyJ39E`Q~?PIK`v4V<m#66q4o&NO1^0u^JTL+d95UK-E<Aa4%cwe8juXFX(
zfL$_8<@<numLqu5fshlWfBlH4fS83$X-SE!vT|9G1<1{abaW)uj|#SQzBF1b5uyO#
zJIpMl<L%kHosg90{)oZR8`s@aopB9oXD~q6OcT4BF`2Uj;KVHP8DqaO)Ciq;_8+Ny
z_?@YoLnTWM2ZR+xi*+0tpRTDbkgqRb&zXyGml%7BKo?7##e2*Xeh4JlHTxGK9Ot5?
z$uJh|PzxH;)vxC=Ps>$?e%P1Vrm(Xg&em0-1NE&C{{<V`E#Yd-SO$+in5XnwuPZuF
z>+mq<M=kzOU0>|-;6BEwn8L<p{1fhbPV)`N%t!hsPmm(VA6`L4P(GR<o(xs;G=Gr&
z#0~=>XJk~RR7|h9Ad8mn`rn&tW(x?QFFC1ZR5bwf2M6SS<i}KFam?fP&L^%rnfALL
zqKV@^P=ul~>{=JZ7T4D&C}@-ME^JmH5TC4h$2--Q9i^9yA~iI4(~g*El%MC#t}aE1
z{`mYp|L<?e)J$Do-u&Ez!qd~H#h|SQw&|LuUXn6v9VFg*j~Fa2_;jXxKb3bvgHoc2
z?E<IWG-F3jkK0wul;FZ_903@eyPhHg%mqLD6KmN<tW5O~qQ@>E3(5WjN}7w7t{VFK
z4#J6+e<Q(`dH1g32+IwAmik3&C}V*k4|H3nr%S(aI@xmOGNG!s{Y)zdpox4KIN*3<
zzmzjId?4ede|lE|7Hjz2C}++3<cVphcD00qGN6mzK8W9aNQ`74)H2q|`p`HhPDAVr
zJ?EIwd(JWo?A(7OJIx2UY=CP^#L-HBWy^;od~3a@P?PgB#(w0-1ta6RGI%c=!p$&X
zdRv<v5#eKQ?nZUK_A9~+48#Fk9*UfXFfYbJc;-%e=Ja`;UV3~zH4(_eNIRhEd2@5b
z_Le_NA%B4ZeKa*?dqJTOz=qq$YAWhxyniY6lKH3x0Qv?Rnn98$p0es!1#qz}ppfE3
z{}V+cGY00f*Fvs-j79GMMlBN`jOZOaxac5*t~4<48W+qjR2P`F1lA%u%a@02md^bc
z{(I$f4xpyr#d$2KDQDP0nDE0p5baB>I7`>}ok)ds)^~-5Sm5=VJ_oP+7-l~&<+oZV
zi`Xk0JB=!Qg${u;iN8Dyg$+cBW-W`bIyj|>%aW4DvP)4-01@=_Mt_y0rNLd&b<*Zc
zW&;;}MM|MKOCi~tb@_b|NG@oKeA=FH+_^bCSh#2;BZ6Lrkeb6E%DQg}FRYW6wj|*c
z^nR{Z82*lUJJyR#E$r*WR$u!9b=(UTW_hdkHqYZu_>v0i@_+th%&n<Gg@oYLtgMK$
zGrc(z)yIM*My<?L;WS}`!Z#PcrJbD{#)J>go;@ar#|g&V{-iy=7Pr4DbtRoees8Lg
zFXw(G$KK+pg58u!lIZuGrc9<Pdk<Jvhi!J;TRmys|3&KlNJ-AJn;gBk`}O7)krr2C
zuNX8JhzFuxxqtIwA>-M1=0%as%4$0etv|Z)FJ9=yWl}P=88K!t@UGu;5wZ~eu0u?c
zx+&tzk>}YOl0UJG*3zB(0^r7moKLGWV#Sv&Tj;@Uc#6`}J|~%9q;2eM`ip*ra-II;
z=!-E{Gmx8_rbR@f!avr_%&;)U-)cN7)thxb`&#;1d(QX(z2SX`4E=Xq2kDajwEzto
zDqc4^&x1wsc?>(7Ny1r7{pWHvHt72lJvrvG_AhIJreuom5Zv3nY{6=?8@Y38sYdsO
zeR@%W=9&>d<MaBYM|6hr((ci-!f;gu7u&{%P5%LD-xsB9^RKzT)~##B+1I4l9C^@X
z7pNs5bWU#&AIO5Xx)8CYqlFCL47<}%aAD<n;Gp5kN{FMJ07}`^azkH4apK>ApMoZo
zhBB~a(?1yV57x@{Z<ID{ZLtXYHF0eEBt-!f&GHMeuWWTh1@jTh!gS4`$r*CbrIdST
z*VUE6!O3D3#!H%#r!fAhgjc%kY6;eMq4ekoI@`$TXc_&C8cu%;306U1iTG#)(02>~
zMiG*5&RH?MX11fEwEBcA1RsjsOw9|fO8E2Q;wY=s+nd1`NXJ_l*)I506w=iqBFo3i
zQ!jHAqUV0Y_#MT+oo@Kp>haI|a}dTLe2g$1E|15zCNF!_?svx4<<8YaJO65;b$K^i
znJC^o0ggwJVIKnN60WAC2#wK6+{uqjB`oqh;5ZE+(+!#y53afm%pUcLE}NSBYUr+y
zhQ_T{LzW;cGjr3;SgonA;-S8%BEArE{(C%ibcQDI_PZ_uYgH%b6)*4HiL*t1`nAYZ
zZyAKJbqy|(f3ha@K)0L1v9edCN=(hG9dKEa#=hVUFFKUE=q=1!gaUhAOPjMyx7YxB
z)#A;VI`yM^nwJHn_QWlGmkdhr+_EYCGoQ8*AD&}d4IaLzQ^%xW(uHmS(M(zLbwWl)
z$e%wi)biY&K5~9b;4U8#HNF!|A})#Q35MXBZPDZG0$B!I0@)BZl5h$0^@PnyE+ueC
z5i!vl@j*g1hCl~MedlI9z&6Mo9+aTw9AsW>+>A`+BGa*dX_qTmOOLmZqZ3GdDeI?$
z<o=QMtI6?}<}@*rH|`nGLB*yCFmCS{D*?73EuYYXUzqemm$KwuIV*h)0OxPZyg0vh
zxG7X8sSOBvZWWZvQ%?9*fzvbbVvE<!Eq<<Azu%R&3o--1t?U2$<)2XdpLLr_UY{3$
z>SxF7?@d&ZQ5<QWQGZx2_JweFjhHa_Fiv_kfL=>oT@+{liccc5x&qHac?7_qF%se=
z)6GFY07_O27pwOF?l6)<XyAGH@YjfM%mUAC8oOAyXv10RF28EJ913{>8opYl)mo@J
zEy+il^_x(d#L*3ER3^|X*1d!{MTAE`H!3#lkOh1@kZoY%9zq7jmQW7FQNm*H)Y%i6
zFj2&INcAy&94~qDC8x?QHhxs@=IAMKP#Y*pj{Y)QK6Zf7pEFFWw(Teg%bDu+;!KIh
z3~6rv+(R_7I3CJy?je%}@B$Ea+@qw(J3O;;)I;>Q>9ySg?*tMJ=r^yylbCWw+R9ko
zD#L5nYregMh(A@ks&0>`RxZZQ@oNE&T=J=V1@|>d#2ocEoR?GlWJ~>o8))!)Tpkjl
zwdqb8SoH;PM}w89)N616a6lpqdGNaf!)+ydv11q7r_npnxKM$M(*fB}Oi`l{<G(jg
zGL=bz%(<}dB~K7L8Y-BFO02x1t^ZwfMaEp=o}I$;l#^N@Dlzp<lUYk82p!j+PcBA@
zw1bNMiFLH{Cv3Fd&}~y+ljb#f0JR*u`5-s)5InGU`ZcP@U!fALRpaP^`$jMsL;u(J
zLzPVA(EUj{va@T&Qz9n+1_<Gn|E?l1djEbZ5C|Nyj#dP2H#Fp2QtpUXisy(-7=Mw~
z^&D+|-E_?Kle*FIW?cv2AD$pk^QqTs89Tc-nTN`++`R!PH#siliCu53{g&YPy_3Kt
zB>YgZl3MJKn)*JM8wHXYujUqmL96Fq_)2IsJ7z%qJOxk&qj&q~GghV&BQIvb@9HdU
zpC}7?zg>NlXRr7eKq#>nw5>0X#DMyIEg$FcocO4yC2Y0(^~HXAp0_vf?!V%Iq4C>`
zf3vNmuCk?qp7R**e6|#-vUPZVi;h-z5WB{BC*Ia~Tmw=Xb@%OByp?h`dy>6;ON+MJ
z(^kj*%1m+A>_qV`jP(^rmuMEftK*(zcZGB0<nT&C1`we+;{ipY*7xsQWWw~?=V!|^
zseXp8JPUkfpcopFBH7nW-`y9!TocYtPrjk$;FpmL)E_yXu)D=Tvs-p~?78ADGuv36
znpK6Nf2#A&v^w@3u{eq-)q3pM^OH1|=fK;8eJ1ypi{U&oph6tuYTQ}k0wS>ZXIZo?
zKThO6M5I!oqk>iou6qfB_~>xuH!x+(@{6Wox^#8|@?QUf-gEYV&4topoSul})}MCz
zKpPg??n)KK<smlvscQA8=xiGLhO<;uwmg&DjbF7%U6No=JRq<TT%nXcEk?#_-2Zx?
zgK!LeP|zW#mn-H{G<Enj+85bKYAJb*(n&9KhU!OOHVeHb1?mC#J!AAC*dYY>*<_p_
zFxjAR$i%Aj`|r!s043G}UH?365==-$gd{Dkk)Up-ZO9sWMnz?zlVI}&xHjsa3n9*o
zr#n-v1}VxJdMFz_8=3{zFLboy(8+9Kmqwa>pv727^*B6SH)?Sxx@>Sh2UwyL8an=#
z@_<eP(MJCl<UA2RmTAg)OIaBv(BX<*4pqE0YwGWZ<d({hViQ^f!~!<T&236e!h4J4
za@>&^+q9E$`}l^Ml3&|~ts_kcFt39J?ay9>`oLPiYPOQ*HwOluFT43!Piq9uz-v@6
zzpXRDEvBAMHf^854qWb6?S{?K?)6azY%y?ef@*W!E9@{?sWkHFz_Xh&dqN)SPn>^Z
z;!Edvc&OZV|69gD%y4DoPyHVkr8%~lpV75u2ouI?KA~cTQ9d_Rx?GFJSi?XY@%HFp
zJ*uUo=$@Tbn4E*)diy#={Eq{GuzJBj@Y>#Ii~#12Ckyni4bploKI0VPr<!|mFDy<<
z5!ZJKo{~q^IY-9ItuXPDKPt@ee<zJ4H77pOp9W4bpYFe8lCiOSiWI(+M0;zfFLtzq
zl>J;2_Cbc?;xcigUo4GPkleo7#g!z9rZSldGo3QFIB#S~Udmf&;m1-92#q84N_dWj
zNyX0U%nhp48&Bun18eB*eH9<_pIK}HW>Kx0{el#?rpkiTPQUxJjm>*?b%U<0q$pj~
zz%<N1-Tpa7nd;$!5`bh~UAEFHirB{$Spduy)CC!8Kw*7--3-U~I!n<wpn+(j=<{us
z+NaY~ZorYwt@Snx{!&V$3R&}*CNVkfZhU|?bJ0dg_b22-%%Be*v38zk6;AKI6^~vm
z?PWAe9MEsa?Ni^BDxRh$c{m@lNAP(~$<$URC$I*?Dw~@gh@L9u{yla{-?0k9Hvx31
zNhRx6VxZ_JuTX7X<{AeD&%Wa?P?UP#W<@vM{TUC7w)nwFSFvOeB_W0s%D$%{noSUe
z<Nm6ZdWo7u;%q7cg7+_fLc~yoM*;#}HD%@3KzIw_poEw9A~tuOl4?Mjn3l#Yn1yLB
z{kRL&-cyo9FsF2!wBe{Ap~@*9euyF=-n&B2jb!Zo<4sKq#+Q$X^@=kRBm`D@V*bc}
zeGLG&=4*aU>h?}m<d{gpa3}ZJawolM7PK#o3d_BoB&<EuQn?So-6?xp#Bo`is^|-!
zM!q`tgo)a*KNj1I7GO}3l4wNr*Qm>wzYoT=Fw-87kK0$}L6^wfD$&|Y1qP%`e!C&P
z#%<}Q0(dPs>#QJDOe`Z!{KN-7+?6Ml*Zz%Lbshb(j+u~{gsQtMNa#n3`$x_LR4Le(
zya66gI|MNG*GG997`Xo=JeyZMgjv5A0}w$zc9`IeHL4oAJW>Lp;b7H1>Yik|=i{t$
zn{aCXL%-v`63~immBqs0U7QZYFw#qrsn=r9k3^&Lq+GvGT5R91af&?8|1}kIwJW$N
zae**d2>=qi2dSl<SD#cZ*8WWIOB-Zzhi70gRO5o9!sNg}E5YUt%a4?)gxpEHnG#Bn
zrr>NfHd@?^@?2vVuf)D8;r3T0JO#u+661h)^D2;&iUeEuzv91lvi<y7*4~h}#a#jK
z7Tmxy;r>b1o;RspI?o+_S~LZ~59ZYLGl-7;tH~#-URcfYSGXDK)kC!p`Z|rTsUx2o
zMB{vaVke({=|QTlz7BwZs0fqX4@3&|rT}HypaS!NRBs2A!T<mDQ+9xoKKiw{rW$}^
zpaT1)sNM@>xOWvq0P)CUh@s%*s5OJjOvY>FqM{IbmQkSvs1zWcnu2Odx{#gkghos;
z``-<zBTlHLE6hjFM5=W_Q88=Iz2ZJhvE3oVKheIdW1h;}H8k0~C#;wQA!4_nvz=pw
zVc@ew#!C{d;*5fec#d$pcA|;b*RJ=B<(jN@JpYMEX=P<(cz}kcxb)9=tDhPqJAyFL
zWC_6%u-n_g>$KWCxBBM!liRPp)%%l<&nQT;^_hXdRQUdQJ3Uj2eaJrdVUv&a_bY=+
zo|6vczpdVk#hMB(6wD7Qjf$12!roUQztsI6OHq8wDmzDKNI2)iRHS*feWRpRuJwG+
zOSGX#5-8H!&X{DnoPEiK0de+j!r-(BHz<L7!Le4afk%XJN~_*fU#Lhn){XLYsU%SL
zH(6l3-8egOR5vFVE5quzvnj4FlsF3g&_=^?>Zc?9pE1RM{pY~U4fEQpAor@Bh~E2b
ze<pyd*9*45H4d!9w#wwz(ebC$Af&c4o<6xRYrooaXR^_o{$K`<@Sy3=4Vrrg`&hek
zg&Ha2{0^Y`l`EN*-rllX=u@u3U6ecSzybtx#j6rKhbN5IN(_&wuFzI+q_1p%?SH0m
zb;QQCjJ8NrR2oDg6eQ5mMh`?V?h`PWl1M<v_2B;qLP>Z2-%Hjy0loXQjQsO)Ey<Ze
zSx8R+M=DR*<X1&Eh@fnvk+IZ36%9HrZ@&S>@Uod=v~$CPd81Z54$4+80XBQ|{DQuF
zkdC_#Mv-6QqD6Kw!1lgH4cjsa)hxnVMMeQWOt%mGKU}?KSk>M0J$&fyZUN~oLAp`8
zl#T;PNK1osH>k9<gwhSt4bqBqgM@T9{P*$x{+<`lb@>8;b2y(pduG<mtiARXj4)=N
z-e{|om$onL<O0f4{GNEhTF}`z_`lAE<;kYOuJi9C^UzkrA(9fq6k_{9g^c6Hc%P%a
zyAoUq^Wk$=bmMn1^(0L*FEKA=U}<h7&#+uQ>=r)}Q)y{FBF&?XRs<8B{?MY@(){A;
zh3FyT-~+o}H5?dnJ`*CZYH{RGjh$UT?Y-TM#{+B^=k8dp_1I}gp7#c;M~f$Pdw}EK
zF!GsIgivPqa}z0$N&ttsxh)-2EaSOIe-*`dpN^S0>fUFRh<6c$>cB(H^4E?xdfxTO
zMf<bW>k%FZ$9Mom6CbNg4)6|Xxm2mGV(Bd6W%np-7lN^-h0B>-;EfDrAMU-^OqSO+
zz9Mi#-(S)6@J79wubI7ctm)s1pSTzEw<KAJF1olUfmE7qEFTT|NnrS3R*&2*W_Vhz
zx*A|Xny;;*tG3%$m$SQiqwE(*YG^8ksk5oaB>cq+)o7S%M}tvHj+U+3`(^x_)U8{q
zQ?EVjFMKD4k0ZBDV5iAlhm`x8wlGNule~26BpeX=4*LVH*D(Y&{HMX8z~dp4_Ry`Y
zCRIu8O|#zn-o4u<uw-(F%Tgux@7q%EFD)*v&bZ%-b~qmTq2N3m-&M8@483r_7HdxP
zT^8_p--%k#?lM1S+})ntGMBJHW@(nP+%$V>Qqy0gP`rf)@XNx(>GW}z3lRFbJM-5u
z9o{xh<!#Cav)1N^zLd(VKN&!xWMQrj1!j_k`)0m3;bs{BrmgRxVSC)t7egY;J^As5
zVSrpTn@ifY^UiE8D!Qu8n-7q;tImi247|k62oS-yV`1*?2eQqdo5wy-Mdj{2Gk&g_
z+InbnaWx=_cS%6p-bVZ!uza@mph0=O*(4Vu-8Hw=$dH9e5A1{O$DD<Lr|-atZTCL9
zmgB!85$NY-E5vTohs&MWG>wp*otHqpAtb}9ElO_8;PJh*%9qD`J|CKnz2nf}toF;q
z2cxvi*-NXMeucIE!Dj*utD6QUy|xt#7S{OlFU}^}mh(59IH<qheva7p$S`v5e!b9c
zW7fab&$uVuaAk~7&pSmQ?;9CCN)wsbeQNRVFpULLd-a&s00{ZAgjJwa0@qVeKXYVB
zq>91?jKFBOU2NC@(hN&EBZ!%@dFS`$+s?KdH!xtF8t+`Js@aZ!$p*X#|Hn)k(*P62
z+0lEM11a~rDilhZrROvX26Ppf=Rd|IonO|0Q#pz+UrHJo0ola}yE3aWOiEE*1~577
zjs=G$Igl<IkyT_fd;9x4c3g8?7g=D$*qdx{mZ;KKp$WW%y`-v&NVRC_0?jVc;_3k4
zvaCrp0MT^Y-r=aG&nSRHS@tvPF&a!~z{6;lygcYRn_X)G3bg>UFS`s-KNxfQq3o6j
zB0x4VABYHMkZpc#%A|6SigT$l(xHd{VRK)f)I#}z-K}mwDdDOdugUl_Mz)P;`LOdV
z6Hd&GtUef^I!!*~3*><H<O8f8n&Bmy?O6$C&^O*S9i=d}NjCoq4fpqV=(%Vv8~F2X
z5W7=7HkJe6G1h0Wz*08j0`M0EATKa*N}&o<14&igdx0J-0hI6!F=bq6b@x%E<F=N^
z5XZ;kpLxFlmZoE2!B$Zzd#^hOuykeiry1o9My#EymgWnTq=J1~CMF_=Hv-k&m16%(
zeq)unP0A~#_;&smAE;B}BygH(AnL#LgC+Job>GRZdUREa+OgG6AHSJnK{#Igu~^-m
z0|9C48TK$1O+8Ul7}ki~>S#9@?FCn5%9W$7`#|rJ+f2tX|JN@UwA1CRx99puh3o~L
zua1MsgMibgU>^Q6aDPY`)=39?38lc&^9}z9EOd;0e(@<SRTg69t==u*`?f&U<?%rg
zle7adD{ltcVrg$r@bl+hMn`>l88yzH(1o&G`^HkEONadj`s#8l3LLXDW*^2Y#$8bH
z3=iC&Yyg#k!9>!c-?K5X0)P}zrQuAP;vBURv7vuAr*G&nf;bC(ak}pzCuBZnIt$ee
zTO{zB;Q1d!P8*!aKc8u=B85TgqpmM6n}0<vi`5b$+*+<q3udy5Q08%JepvrsmyPTq
zc9m=4|F{4YZvZUPvQ#0ooobAbhE8RmTE-5sg9(GIoSfL--3*}U(Zf=N*>ggqTy0Kd
zX`c;#jE-ESvXjdB&4_{L!_n2w8Jg!ktU!uDwX{#MjE%14+dUjFb=F(#fSaAExh&q}
z-u55<o}D4US<_rKeNLL~x3_wlg54JN>eYpRZeS4}z)xO2U%@JVUs=GrI$DRHg(e_d
ziaDf#S474|f?nx4%~1n<&A~^@SfwvlSERLd_1!xg2-faaQ}?r_&a=HcfK9&Z=nkgb
z5B;UL&3fx}%fmOfytamxeD6HP!SH&QJk%)FjpmuHVKw`0F@(gBThpEN%SXLS^O`;e
z8FO<sa&m)&q$D~ZS+eA5D^}k0_A|_?_V)d`GQYQ{xs-rrg75h&+EHO!@H}?C*e^fp
zlr98+RHFuxKi%xiHzYsO<65olmLeqRc;?#Bd}7_ttYN4d0MCsSz1tkHE-{x6kM@0k
zQsR=S!gA|{{3Nw}5Fjgvf1W<=|MD{K1#A)nsr=KF{hG#CGXP_3tB#>eQITq3Obzfm
zLId?~;lX<_6Iw1-jF6L%S#_G5n2qk$0QvyMITlCbeO80>Qf+SIgXZnx$IATeVp5<K
z0_#>p>iK^{f;slYqoK<PV$026@>wXV^I&iOQ6~y8uM}Ywa)HV|%$!Ihdzledd)rwv
zjn}x#@T#&Fw9dyo);2aUg2}$Dg53I`#-pUNHm0G|>gb3^?yOCGN`W<xtGWl_Ec;7$
z(6t9WGxdMMFLVYJ;_M{z9-n|o2AtOW&--q$P+%Y&nUqHqXTIUokqj?U&%&w*M(Ko6
zU^Hc9FaWPsQ!8yU_C@U*K>3ExU_72}{7P!xe+CBqPOzHPD)YH4h>V_Fiz<z4CxEL^
z84JdZ|CF`pErwDK`)rD^z~a)n|32(&cbC9`2yytZa*jxtfT4SxhY8ZnWrN8(M>;xs
z--ll8&u)dSCQpuJ{-jX-BH$ZKAdP%q(N>Q<{dgt|d<{^7WMlKu7QZtLVfXT0RQbyR
zKT!fAH1Y<vB4Ic~KwXK0lGS6SZ@E2E#4$DMv~c$J?uROVo=7|D5Souf|7)FPIuS%z
zd{l}|q5{Y5Y_^!wa6phu9|9f7X7(+h2%v0lB=$x&abQ(<`xMI?M&GtMd{@VdzSOjZ
z-T&%WcK?1ub_`J7nOzNe3PK_fOR@$!K!%jd+LnT%4ynr#XM7@syK}5gIevUMg)vE_
ziN~s03pC4*l{idl2V5eACmriZWTCgo=dm>N7`uX$JsU6YL538rx=&l4Ih$y#d87g-
zf7&&48wld}{opULvp7UbD<fhf<&~5G{~)CKEKlRgboTXd<Fj`(+*S0{Y9nvDu9jvR
zk8$NQ$7S4^H$v^@N?pdt;ustqJHY8)AU2~MvOi3nmzS5r{PLgV7bDG&I`VoM{J`79
z>!(k9PW+m%D(yp;Z)xoMLP=)$1{vM@E{ObSIOn5^9$hlQA2n!uCkPUs4$RWFgWjU`
zN9bV3>S$=hgQdu7N3R8S2%zv7xs%eeah6MiQUfHEQ6v(-=4)~O=NWk5T!(_Z_!E(*
zO1Cg=mCL<V7^Nf1%AfdXvFMFNn(RC{>+gHxDr09?yQhv>SNOLiZs+6oOa>nOrn$M#
zSAOTlcbhuDEW+tVPLi6P!HHntWGvtWUaur*6yXHku<xbd?&MDuwhW05%@VU{pFUiW
zQTuLa&O&FpzH{`ZUQSMXu5~K?Q`^H1&1q^?bw>?*C!7gRZ~;$(IprH}m_~x!mEwz%
zf?=Hxdj4pRfV=9Q3})6*vTY9U8n=9wF^^lWS1V$q38<(-!3u}PODu(9aMeB_Jh#ev
zPMGc67K}qOiy2Qbl|Z&kAof8%=ZiB1#MEGfq+ZR;=R9fsC|rWe9N&Q8zqa!bbz$Z+
zQX2NfuBY|H-4|9=mpDx*G@m$oANmk<)z5GY)BMT8zF;R)z1H1u(@{6n4>rEO@ai~^
z0g-h|#2CC0#p?0odzjJ;PKtdm79Zme>`>9lvIs#7Cl7D}06bV4>U>%&IMdJE^5~!8
zJfs4cH`2nDR3A_m;)iW!Dh=)Cjl+O49e7<(Pd!6_IE_PZ9*JWD6*5`OKHHu99<##X
zQrZjU+U0c;F3uY`jLrE&sXH;BIB5<1#Kc6HnpBoQl*pmY1~9+u3al^jFewu_L}C*5
z77YTk#P}=#k!m`6xwAn5lp6=z{(SOmlv)%~G}F`__6^F3AcQ%z-Bh&QH0n=*O>pLU
z5qjwS3+v**=ed4~x-MvFC6H&t;n^gLv{?>{P&myp<l_+$F#xR^@oQHRzsvbwuwAe_
zMbiU%#UH@a%I1h;+%m}CSU<-Zzj=pIFZXkO-$T&s@27|DtdEQ$ghM`;zshtke!I8a
zUD_sm7~aUSa8OaPkBF~XZk2?^h5VV@bAMUcXSvDD$uBJ;H&#bbT+(^W>4@9w<-rkl
zL$5!&E!UgEAQ?)EI_M4!#H>3eF6-Yn^}OiHH?ZW@)FM!?-74NwM+E~<=SIibewe-k
zGc)KP?sQyOaj@_VUTqbd;|L0fWE_`pv<G8w4r+w<4>Fy1e-pR`b%QpT7RY0cb*H<b
zfS3S(<oQ+=P_&9mK_!RmWop1PdIa^FsjdSN*8<+o>cRyk;I!x=2b_uOKiIS>05x>9
zThL|)g(UubGNnO%vMG><0<yY53xq6UUn#CATQ4xJVUBBcxik2c`X^a1@)`g#Z$;Tg
zks^M6QLq$iW78jRdtr`m;?AnAF@Xn;vC;#Zwmf!P8v4zW!W@4>Gtvj08Xj_{_%{$G
zY&4lNu`Ve|Bq1>?B9&BJ^~FWEA1@h<Ultxe3EfUO0HR2f>E9{<O$`o0z*|Tw%=)f^
z?QZ!eN8`y!6_}KND=kI#Y65?oz2N(IxSgE~pFnh^@OwPED%pCLdbOY53JdXoQqn~7
zC1Tg$pLeT?R&AY|`vsmCjygPn9D35ez8IRCjTJB^noV!>sH`k;PV$$jh>iMAyLe{&
zuZy*)^)b>ZA3g+tAxV|ZDeY`-2s;Z8_WjM9*)^+Na{zaf33x|$QkRS_5y*jLSUy_(
z^1}(g=<#F&SX#ia?^|tq!zF|4(O;fN555yS^H93A_qhhvYJ@=8*mR&1fjUnW2&tK}
zCu!LH7l2;Ys-OF=_T6RgA;_>WI~s!%$;BnMKsoFlXFkf=;j=TovG+9!*hy%WnX_uj
z%KRrMKQ-PL10Az3c=NQ89rpt*eX;woKz<L@MgP1rPp-syXau;h6tej(dON@-LX@%p
z148$g*N4viW2zw4I-Q@72)%1026P}myKVGXS`1*Ts5HsboCT9_>E*UXi*URT0>Hj&
zJ>norA7llEt50a6K|J?D!V}4D+rP}Oo}H`-G_DpAfInq{3N$-V)x=sUJ(irm0U}{T
z{mt(G7n|GezTpCDar|})g8kfkRCD=DfC~yfB|lHd&IVAu8uvmeq6h7d9I;*Wm(5(S
z?6svPt5XI^TI;tC-Bg$D(Z*goo=4?1cvMsjB2UpZ4PArwaJyI;!){q&A(>j#7F01j
z3WIm5kCVw-Y<zSYoElFxn#sBZ{V3LTJhH-yvW-E@gx1gfcF=Q&fl)SsALQU}^*{Vi
z`>83^CpYc-08#j<f<=q57%wgfNwDuN8;F49|1pZ*U;*7Y^uxzxOJD_4JO9m-?SXbW
zK2D(K7*2(gxA!>PyjxlP^D=%tJGYrfQm%@is+nh6*8r~Bhp4&PU{7){&P`?SwNo#r
z^p^};%T(cZiMz5AKO>^FG^^3HTQ?(PrBmZSm{zI_Y7X%0bR#bBDrGelpY3ASxl}d;
z)O;i|Zdb9$l&%e-R;#Np7V}tWWox0Gkye;jTq0sI3$MjQtFE!J=DU7gn|Z7>&H2iC
z@5+3NOm@Ut<mq2Y35B_>71KaMIO_Z-CVBQszPx+|;2Po0dx&_Rc&+c(vA9f+iFSXZ
zDYCaIX)JQC%HN-$v>wdf;)*YIQU3JY^JM<+dSQ`CEA%;P{aih2V1SU2%@QZ^g|6TX
z3WHI9;I=s=06SDa--wp0PwuWz``gi;9{V@%aZ_PBOta%ClLyf`HAV>;_T)7qU3}3J
z^hf7YzrTOfxTb3ze^iE)b+qD)SE$)fktt`2T~hAPy|&2gWNUB;&4mVkDCI*{oA5)U
zy=Ee=xLO;#TzYJ+kea8v?(bf?<QCuwQXtZqVrfZA_#7%ufSqTOLVk4cqQCn3V3)QY
zU3IirRzxVy4ep-|e*4iSD+bUXm#|pp{Sz(mh*@&K^~e9=?ni<?xvA2?SS|sn9U-d)
z0-qLrNGL;%>R<z%++M;*dYShvscz^K_}&ZSRPuBL+I5bPJLd_L>zKB+R>Mc~x~;3^
zyO<{g+s8rH==XNV;ouXAdY{2jW-^dq&ONxs*F+K!r(~l*1`@1H*G|92MAznf^7ynw
zuROZ^t%xQ433)JZs2+WyFBxBCH(8+r-*6aGGy23!a{fof?$j(nc>KeNaPSet-s(=P
zRbOMFl>{v*D$5oF$v#|`YI`e!%F2rEDT7tj=o513`DE{X^v3WuZ*l9;yXbnZ^TE;4
z-h2fb#ODc?r}gtel;fW=N;(RLD!}EgWK%3}fzGHB|65&rM#ivGEkp)hUL?8bxth^|
zlzWt*iF_Xcupg2*$2yMs{Z=|U=LXQ(*v70fdwfVZTct~q|L9rao($R9-L;WQp0nN7
z)@Cc8n4Q)ekn&ej?_$Pc4Ee<g?f5_>d7^(Zzcr3>#-s2!l*@7b3SU{pW1iVHxhojS
zY)}Z<#WZg66{N)a+XS9kc(46}$GSZv!Q}M(0&2c~*_%BU{`=vyYT0|)-?uf}mj;i~
zrW}6gwP9Z^OKrl>3Un{>*j2uG^PP?QVuO)bH|z;Wnqrr*RQ`6l6ijPAp(U5LJ_MIe
zU4oqZ_S$LQF&C~rWP>KN!_;<fhEccqf)#ieDPJMl>(Z9Hb)2Uy3h@-*i^94OvyJ_d
z{m^Ek_`?L|R$mXpS#I`SiSVbpp<iQrw>(LgmN2-}YEVU6Xi@223kj%~Sp1_^OG5tq
z83aNZFA~~a)lW)dV?4k4$NAud4J@NhPcL?1VV~y-dotKdPrOCn6nQ!;$jW}H9DO1Y
zS)X)w{8oe5Khp<0RJvC<benr_^s2<I<V48h0cjUA54n~K-z_JbzW(ntN1%uYy{;85
zR*t<=s|7EE!xFkojb#_b%!`vaVDPz?KhMIjzm5sZ>;oUax^?C!7bIK?_y%*a{sv-M
zI=o%Ny7{Wpa$`)*U-c^qIK_G&+YyL9DH2J`n6K>UeR7M^kM$QOsQT#%>8Or!SuuMZ
z;f(jVFLs2RDdGh_>{AnQ8p$Lbn6c@^rD909)+Q?3j)-fn=8}5WvyC18-rahLYtBsF
zE_ZAv#_C#e6H#Si>*$C~k+sl`ypm*n)iE{o87zSYe@8Oz`OOq${_uL@*2dtei9zL&
zsC>K~rjn8t@aWq6aRfUtPa2=s7qXFg*rhHJ>8Yf;?~lK0GFWN<cZ+~49#$2@Kb7|&
z?UqLRPpsG)8edDbPRgXOr4wFk@Po^|ky&S+g*WALKqSjQtT~*B_sPxij8q^cm!iY>
zPy7fB!Oh#fxtf$-SwaDE29F<4R@cN!fE`Q1IN-Fu=4C`8x)18x%)bte6qJL)GW3Nv
zbsaxn)v9CCrmyYUg@%MEPmzUKf6mQ?^LDR@YrUnZR;3NGmW)66UHNFry^9Gx=2c_F
z^r8=cPjUjy^Y<Hg-mVp+!oj$mgTtTbo<2oa$v}6MJS!|~;IVsw0Cow}M;7OYE+yBi
zGJIer40P{MVK>E&uC5TbsFj5_sxaj9MLny#>YSYEqZ8JCVVN@3zRcd-R02pqJyPp<
zkuDC1z8*Z=MC6k$;Z12gyM*Ab*w9`jE+~+-D&?yMnlIZ$DH$RjP~EQ4SOaLW{_j_Z
zD2Z9mZ!z2J$_9jkbw=;bF*%Uxxl|{^kxlXQjB8c!RGOXnFd^f`xkn_`>VlElafvmm
zlDX<;LtUJeU(9EM%$Rw@wreIVcwb?6lm9bJo~?BR2W<%ICn5JiwRSbiX2fTlT5X>5
z(-n_<x2Uv_H%l+^grRv<=KcJg-`%G5tcrWTL~>NxdEtVs4n1qk^@+h$*62Q7e)Y%k
z>7JQxzF7UUP3z@Ce0Uq&=+V4>j69aJnqCQa_sz;`ekoU1;a$QHYPI(}^_s~Cy4rr!
zkS9i2ak;tq9a4=5k62h(rdGCbwXSGjML{Z+?Djqox}WBoVv&{EKK@iTRmQq<7fMpf
zH=ved&+sVhanfP3l_kTd1#BrCRnPapE65iHLi&O~?x1k!2EqTLZdsn(J|5o7=vH(*
zdxO9En$ALQH)z6crCq>zQRmtwt=0=ONX1)dL3AOA{?88uaF<4|0zu!rznSrWe%Q9o
z8HQO744I&*<znjS*eSf8LM2QYbg=lXYE(TVWZ`Ly7cUWH#ndbwi&}|{<TzV8w`+>Z
zgFDB>Xo@9dBU-m*&EI%z=z(LO>0|b}5I_0mW*@WGcgQYbtWU-{p~iDZI7lzMVt(zb
zH+^z;K$eT38>w+X!B`A6PI_OzSI_F`$E?fPv4O!VN1pV_p~5Xot%>xDrMu~8=jSdV
zEqV5dcOYw<wLZFmt8+l`I}B-63%sO38832i!#piCSCf8YX??%*<|}Ik^uNnyCIrA{
z$CXC>(f0<ur%I{q>U8XAwqp6REVtH+EJz9Uy8bW|aqtig|HS3TCzgQHJ;V1`34Ov0
z%L@yXruODhMPp`qMYvdb{aA~Wl^p?UT>Xm1D@L0}APlcB<_nJ+zYjdaT*cxffd9WR
zJlXC@wTIc*FB}Z4<Nw_;$3UW%bp;91nEsxMg1(-Y^JnR^k)hQ|FDSM*)l37n`=JlS
zraTD5AP5M<CD85<jb3b@-H@-*YRfjV0|QapmIUxBx5Re|^YX1l)*EPp|C-NZ-wP45
zTl_B!Ul<zM;gN7zW=c)Q)N`Cazu(fTJ!8e8r~m%+^LyF(6z?yEn=7+5Li~g)IXaIc
zf;?uaN67pyzr6e0egsc7kKuSURiIR%UXo0~&Y_}LggUxAjmB({+>Y=!FaH<x%^P$I
z3a~%l=B{azo?OzrNGyPdOuaS^2`U_oDY<gIEf+aDc!gkDC||0DI!Ho6AraBbCVoG-
ztIh&LS;6Z<>;}$cAMf=mRVSi`UiOQ(E_5}qb>q8pBDDgeJ5<&a_dQHjD83vF%Pb?q
z#0+V85>Xf;9x3(GgDEwY6t?d-v+twEE)CiQVjdN;)ljduedZ^p$MD4cvyNIXeedhq
zFMT8ZQpHa(Ema*=`c+T1hm%rLt4`qSIsXRDy^5|Hr6sqpJ34GaD^TpKl&#Tb#g^}L
z9nFMYC;F6YTaOT2Wj@dlHsW{a>viwx=F3TYv)RrWke77j+AZ5otXnUNx;yP=p83J?
z<DI_gMsc^0XO4s{-FKmov2EvIlZCRkc@c7NWVb|-AfIE60(suV->=kMsXfJqre~8B
zj@@HCl$@P*$r?$<lgMgqTPf*^erq)QozC_`Wh5{-7-^UC1fll+I0co??prmsfWxH1
zH+G^LlQ9{WEk<UmSIKVa^0juF#0Y)V((PFSdPT*VRaLa|SoRTrO1R87KfNw>8Q{w6
z*IKlA`xa3K0q^H8hRPZ~t4tZm`KZD=M;$aVU-<F!%Wt(@<^9$o1dJjgE{%lsodB;E
z>vaQ!at$|!9Vt9MmU!@Xsur`{&==v*SU|TZ!9;RC+48G4CFp2G`1;%cJ7A7q6zD~#
z7>8t=xPa_HLXi?E=t#ih_JIVJ#2a@Q!!W;bHRdWQ7NBP|EOjkOdY4Xz<P24;{?4P^
zjWMb3d=!?)bnFq9u}^NF56Jnl3kjeuZ_lq8a*T<-;$nP;&~PYgI>u=NLP>G&*xuMr
zKi<K3v0Lgqxzp;(hUxfIKOOvdfA1!}z)?)48FgmuqviJmD3|9}nOzIBr(EOZDsmvL
zSNpAFu^W$Pxgk$TUC)|a&yF$4X5U$742)gK&eOpKw1PL(W?|C)x(9-zAfY1BW*J6M
zZXl}9^jSzQ9M(PI_p$I9#aDWmO8jhWY$UI1Q=h=_`irdb8n}P?gwC2lNw{-n0Jp-J
zp;C2Fkco+{_U$WbpGz@N5JfE67&@&KrDPXo$^Z$dZu0%(;=QOf2W%mCMTrN05R}IH
zV%`S1Jxl}8MCXa5f??|W=M@AJsTm~|A1*UGNTy>G_B9d@T}Y2sm^0WdN}k`|ko>F7
zbJXiw1du=xi<Gv$33>1FfOK9f4Yt_Lr`M_N+oIq{5y;?*PRb!2W8{8k;EJ@e6#{S7
z(Wf0-%rm7TRE7QSc;@QLP_?w^!TO^9h)y|HA4obXUi%>|x1Y?8fxiKn-`KDdy}3ou
z_dfO@-SMCGe?r>saT3tf1Twc2I(D3NEP1c4)!l~}OtiJN9%h~LC&2EFY430_O#DT0
z4Ca1P*_N=I8TR;7_Crt3v~-2y!{7*{2gV{IM>=|yD#qI#?Wb7ukA+Wp#9xS0ySUUa
zM}J7Z5$tfi9TnN$HK4F`HAI?rY?H|kE6}w%>RTVTCS)_iv0`Ea9~k)RVE8x_Popy%
zrn$U;Wo8!z+MwPx-@}u?+8klC=B?HNWm(*UwfAS$$}CXbJiRq`77)$ABExKUgf2$^
z<UeS(wKWaa2odD7Xg}ZGl`+t%|L|c%I25;4bGZq}E(QYv5pohDs7ZBByojOsji{h1
zDsR`q9iD<G9igsW@tW{(xrpw0+64jHM6GJ*TzB&eHAu%YS+4GpB^s!ccTNn5C`C>~
z+`{^XvuBB;lTCtTS%;;1LMnfj>X8{XorJj|)9Py#RAYco=X7a|2s2!|o<T;g(R`GU
z6L*LkI&H|d0EoC2mWsLB-*k&`^Rx)jiLfcr1LHkZV5S@Wz(B(D=A9DE1#kF~3oYgU
zOR;qZ^}MJb8EZ{5bKUVHDVbEorT%#`s-}endK6Jj_=~4znI}s1_U*w^!GB>3(6eB1
z=EIM#sEXzy!-qIEgKA4pj+$(e(Xc4bR&m1odNK?4X^y&T$%?9+mK<9a1qVvlUiM40
zF62q-gfZB`^2*$~$M$3{?=InHj~UDGNDS1@Za_GcL@2Jinka?G+XA-R{u%Gg6>W1=
zB0OnGcxS{V;O_hTTPpcc;Xot;{d{|^RSsr_hm5Mu_FyBT&oR(Q%Qsd-rf+P10B{Pk
zpUyu72foA;B_T0r{60r3BoyVQ*hWSg!R;b%JDlMk2R^BHZ%+p$2S)tu+0F9TqT^?$
z&${XMdHDG|s;{ZIo#$+vDEo!Oais@5V#t0Y?g|=P0lzTT)pJIRN+Y?yI%%#G`uJpc
z%liB+aevwEYAGLo-;W=J<_gdHf(l3g2%uw@mq%tcnj_0qGlQ8$K#R!>di`xEVJHda
zZf`etjWC#0#iZQbIble5!dAexk#=JO1%UGHPxJ~jxxjPzO+#=6L_ihw?G;;85K<Y4
z=8Ld(npN`zLN%cbv?6RI)YRprT9XcoH@2h#d3czZ))7IBloEJRqnRbuqgM<~P3WTU
zuc)yoK3RZ_q^KJC5HC+}oQ?|7eeI0>ZARO|u-E^Rrmg>!<oIY`1%nzq@YsyU6VmhD
zl#q-J5JSq;-=Tk2ngLw{%h61-smdzr9XaL9JvoFSh+*RuewqGH-0Ez%?E!iKB2avM
zF#a>(wH)y3;l_O3+8nXcvJu^_?H0o{_+QD{{dKp{nTA3@oZ0C=Wjx_BpJ<<tlx495
zJ~%tetE-=WcZKi|iw!XSgJQs(+o2MD0=?gU>mc$3RJ~&$nVCslojY#;t2n`?f`J`Y
zR|QH4gm7QH^_(@rn3CFjT@4>sYaKM(I~#5~@N(X<Z*sT<8G+l|t}utls!J4b*IvXV
zKp+4YM_wJHwv71o3oGqoV#*$sZbT)FTTii&|0?!-$(+P$*iO_3oL!2H_lx*5$F^Ru
z!OE&?`FlGa+^XJ<5W${RfR7t@HNHxv%0dtKKSNT@>2wYLQUk#xkMD~nQXI8U3=9&h
z(#ono)qGxm*ciOpO<t|4(fqL}J5P0g&FNjOMP{D+Daq&lNfr)JP#D=6B4>$3gUa}g
zZV~EhYimr=Z$~ay#|Is^M;F9>PCsq9h*$Ja`cKgojYOaU8G`F{57E&i=CePBblV!~
zVV`0(w78i6Gw4SJqfEZZ%oDiO<f3H}B!;Xw=)oN%{~;r>(b@h;TCB~wbb#?~{!fYH
zc#EDMNQVijpCSp0vU1|pIR4KQ8HR$!tIUZ$u^A+|MUDDUWrZx6<8+ir*$mSxqZcyD
zmwrS=unc?TykpjRNtSH=`n5YJJBKo8ulyHE|F6pR?p#`eS4scWH<2F?_Hpl-O<9$D
zPLDq5IXr>9l$Fw66!=o41oIR@WvsICuLFB(6$)FTGU|8oVRCc7^P`!>Ws6o%>I7ll
z6Y{=)_-h%r<Ej_TT|&LF-71UkL?HpXwDMys;scr%Jms40;)}LVR>ozf$jAj8Ee%TN
zJ*jw{$-t}eFm*@_NXf|7y2JUwLt3jeKO@4U;p)3bN&M%TuPYqT1~wEI8ed}2fQMi!
zP!wJ_(*5v+xQs!Ts@|bFG!Wr$*FXd(0+VcJGDmaBL_T@<q_(ag)XHiIxA71z46A$$
zWXaJ?e>j|YI_9;v{osGZ>_YK+eDjr~xTOXS-Qzh@FQ>@bW$BXEHOJX%A3??Z>HR!W
z9SucS0|JC~?o;;-s}d=wm}KetXVCg9-#aU$W>D0O0%(y5%4{C!2^zb}92#9>gj?Ly
z=cxJXoj(_$x4i5V;-S)^*U_WqQ?7H<$N{CLhNR?CrVjGASQ1^%l#FU(p`oXK!GVDf
zqQ)@uNV{AO&<|LkyIwB>>@Yg-wLzO~_dSXuS~%av$d6iy;V;y}^knBv=szG_UGt{0
z4m7`{!208MvALcD=K}9CL4j~H-5VH83%VAde=#yVjC#6R-~EM!2}Hp>9daVdfVJe`
z;;nw7ZyA@Y9!Dx)G$#)q25^WRJ`tr0g{6#y$Cb@ZNQ2o$qjNO!E^Z!HcQj6zM`9Kv
zKu52Fhu@V@2-P-K5syT~!t!MzE%Cv(S;oFF-R2fPM&;*dX@-NsTj3y^JlyS)JsgQ(
zkBi~ShR2f6qO!d<hJu*=nj?LgT1f|ymOhx6hF;csbNFp=-L8!@=&(TtYu;*zV#k7C
zLv^vSdEV&3g>OHv4FhI5qW*Z{U%s&O+Zd+1Ma^*-;f0{Br+3ZF04LCY=|VJ9z5h%e
z+i?Jx_Fy4avNLE3#QHS1C{rroGgL7j?b~CNzc~Q`KHJj`*oP?li^@&W$7)s($Y*6r
z=i*IlT{1o1@-@LU<;X<yc+;O(n@(J-1F&@C30>-PA?2;4HbkGVR-H(<&=WoQVhDkd
zQl#d%buNMa>yZC1EYHhtXaJc{u?Vk@wP)paJ0^i*xa$J+!Hc0RpIBdx{X(61DKD9`
zN9@4V5*$S=`!wV(d{=O3buQK;RUltrmoPIqJu4XQW4z?ojY=0iL7~}SJR-hUW~RqG
zZz45^LD}>3r;DjQxP<=ymr^GvKw2XeEJu4?hTnG-^CQVny-FHNDNG39F>Whu5ZwDk
z!4CB^=Q?L3rtU()*2Me)Q^P_kV6Y>T-$Vq3nX;CJPT{F|(x}U^G}D;7&kTd5bIrhl
z8|!M>Ac@+6D??QK9wUE4cS%XUnvAJt3Az3S=rxvg?QJ;i{jS-~=XTwqyZFzPWaW#V
z(Q-<hc@2jS%IV(dX=$3uSu^nP8EMLhg?6*>+|Qm#GGnFDdG~a6A=X&cb^;<1h%VBT
z!wbWtE>;b_vefLHSDQxoQ;w}@hn+qUEkB%EuouVN>`cgt9^Q9>C*Mr2XvAzs8v(%#
z2-y&YU!RVdAAEKP`S##X3F4P8mic~09-!83a9<RNp<Kc(gjKbZin;30Kdhjd`2u=u
zsc975b8|6nidmq7Hf*{<2K&o2^8*)jHt`6J8aqu9n*hOlucQizfjz2fbWNZ@Gc<8M
zuA^B8YqD6?KV@THR{nc?4jb*9>%koc2wEK_a?b%Qb`y3W`SckcGCuPaVK3&~>c~r0
z7F{~KXXP^Pm2S~?Ob%Pc#J`9xe0b1`3agJF+uUG}|DeRcP|j+c_xt))v8Ns5=Djbu
zBk!7?4xY5@z$uCI%=i0eQ>A-dx4pUiJ2&@EnCaex1So=iD_M2hhfxrSGS(xNMd`{r
zSfJO}$No$SrZ)fT9b?qpC@NUQ-zFNBg3~}F!!<iz$6?%f6nLwP9vFyo^x(@1nk2eg
z8}r*5v8(IN6z6}N@~t&|rk;mvBMB<0xpF?kQCLz#f;`=lH(SrhBGq{yjFDxG+2tRb
z9Yn7wtnF%KVXCzERU;)GAAFJLKo>*hf%&VbPBsvJs?;2HmBGcu{A^nvYu;n2vyv7|
zcMCVq9h8=7Y0K?b44^VY@4a;F_^`?PB<aWLS*yMM@Nt=KRkBEhO#Efri<BaB)t~w^
zMMN@MMe+~`y}698-os(kFc>XVR<86vm=7_&necUb5_W}tD}86F^5e;dGyeq*w$$Ol
z?=*e@6k6gHdqIuV__!k0)%_9b01eU?h{~0@{gEm>8_kLOw1wCHEgL3{Gb#$sS$?)r
zo**ddyYizj+z*@L+uG{%w!p?L*6i&neq9$aYQN0#b++-A8$YF@UCOS7^o^o$zFYJO
zsd$b!C3a}_DE(h`b>wo*XR_0K5Qcp%y!%(V?`cK-r35Jn?up6Lf@*6iwM$-q0--gi
z+GX0vbz7Y*4!)TuX<ca8z?0fm#|;YL1}IF{&UZuNqg&C2FZMmgYkb^v{ni)oHR8+W
z9n7~^Zc6$52J7t`c&sJGjA<Ozk_&R?gCAZb7eHX`oEYS|?=GK1<3a1aPgN+6GgEZD
z1q@}L%c77Gss&CQ(sDCD33Gj`1G8=j0A7fDP4T|Xw;-aiHYtV?@XU+1F6BB&xbx`u
zIa68=iwFNv5~)(1AmgbbV_vbtqNhgyv5f;1`E1jMomob{u&vv+l}0O{%HMw*^s<rk
zlyWHRbAL6{md4^Bme`_gu5Bc_)3baZ019=$o1_YCvAf$}hDAow?owtx{m51|@QD7j
z>D`{mFA7U|1JSsR_^R#YQzG7^PoR7#__Ep2X{@`2{ttQb$7Vgp?UIT8n<6_MN3H%%
z8=!*gLK3w#^}Jew;gMKahtG-Y;OrO8e6a?L>%KmbB16$doJBa{!YOLl!i&H#>Nl&O
z`W~TQq&E)AGfH^JvVJ4;S!GE{25^Bi5AY&%wpx``<be6&a34jB`ZMMB+;0MOB$^9z
zp^y;Se9Z!BZh_zT%QjrbefjU3q?aj+8TgHwy{lCvhq}y<U%#h_|1}DM7)Mq>t!7Ly
zS(^xu=~lCc&(4^GUXKhxe-8iBt*WHo{hZAUmF5cxFM<teIu{r5#Jsip8ztiMja%_a
zpVfBy8$bCvc(0O29T};|&Cef@PtPHmyT5E=)T}L+{or$CFt5n0*`r#re5*5lQ7R68
zYhd_8-j`dzULO;|e%FK!{wXG*10Q=AiqFb`5_+<}tH^-TWC&Lf6|C4BxZbEXhVbd}
zkq7bwAC3|w0^A6((C`14dWCsLRf*Ekza`2_blE%fC_s2Y6Bb6NYmjk&^w>2wM;M0e
z)r=~kQy3t7vftUj@h)uDbAiQ49eP(swY`}h)>Rk^x#QEm9NLni2|xDp!i&$%?JR1i
zSXqDM>tFq~JklV(Y2bJ})vv3Y+R?MIycI)-XKHKv(A%GyM&3ERH?$=&HD$@oPuNLF
zr<{4tB+Ay@byZVgZuu6mW-JbYoPw<D$KU1E7P>^#`e!B&J~Okv*FK%F&lUFFStew8
zrjYcyU!(E+Os;eAhqu@1pm<(WW&r>MjI0K5l@hZ!f&4V_hY!`bBwX^Ag@mj`D2b>b
zy@#CqLC-VEo|9NewvkBL2+hq!jU`X|`S;S*sZuiI8BwMAmKY|vt`2O$(QKL(UyO$E
z>%a->=-(;M->%b#3G@u`D5!%`5xL;xf%_$!wf|=|p%BryFsmdw@AgK*=w(|7x1Dux
z{Cq<OJvrai1LTNPlnh6DX?-;K#h1cA9i2<?Zg0PLI=b>T64&3anTMYFs5nLnEfjlU
zy^M>jwC4!kIwf}+7?^K5Zh4^ol1*{0#hT=KK}SuUWCRd9QS>gHs94mBvo-%WZ^DV2
z%Lk(OOIe_DzYo_a*2^cwJb&LFoaDHFIBeocU1L=b)&7!E+mzYcYxP8iU9O22sqW-H
z;>Opu+540c56s7*)2cM`uhMJiSE%*t*u&vRUxVBkwJxNbam|#>xz>Nq>V-#@8Al<w
z3|%(9Coe2iAtR$18~eoiXIPkF?B~ySPL~ddeK8JQ!hcf!Ff(l5<VYA>wIV=boM~dj
zd%d~K*BU^{N#9T1c}Vpw$8G4O)WsFszg%Z3#<kxmL`OLKX^K_A_WJQ7GCkG`r9qlA
z8SUKp`6;AIH>!#t4!Zca+*`1PkNFt&0}!E!WQFQc3+!cpetedSfkUoa3A)quU(qOW
zk#}c~XM4u6ZeglmR6=^%uTg5Sm~`+FsXg9<V3m)b5Gq}h%&a?3KKPTJG8(h*q4E~>
zrC)r)#%1cw5ovn!Ysq+gfr+Iu)_YL`I#ZLw$Nt`E9`8N8Qj>YCXU`<s+9hd1+hV#~
z+@wf1jVO$<tOK8(w8OIS9_uSh0QgJ4Y_JQV*>x(xaxbn5fphlqwKDj!xbyb%E3C<V
zv3K$3T=7uW!`|Nqk3hy<s$4Tqqcdt|-c*!Q*@i*(gCNB-LxtR~`t7*_R#=D5iw#pD
zPPFTL-6AMHf#P7w%BE$!aqHVk)oYe!_=C=_1w=9L@le@0It@$Hom1k7QLl>~dlhu-
zK()v^%#vE$+XEk5uoPqK8T1hjB5pS<?kG$BV4ON$%aVz@MIR{}w<HdSI<s>s5sV+X
zDW_0m{x{|q>Vn+Z*tyEs65P!9rY#(<T1B;#Ckz4<EG)C2@h$asuAQr>U`vucS^BHC
z@99?m)D&fXy(KrFKp1E^f)0bJr6nSmz3S?vcl1mG#|1y)3rqVtK@w~=G7{@m1?jJt
zx$tA^6U#t_IPp4nC3$aY{H#V?{}%tH3H?Poc?TP@Qtpji6@Qa-=-%D}mpG${0dksQ
z<Q^s2)L~<&1hQa|?9Jh{#z4}*&7KRG378$HbbI~cduq~>mBw;!_QKdb4)a~w+OJ&+
z@*iMUzwX%j=%cI>o0xICFV&O%C?Sd&DLu=Jw6blDR3LpVL1S)haV6pSXhnKD{a9Da
zADWcJVplq1YJPegUsm?~b7twvo*hz3*E0zL&otb&H6d)@n}g0fuYC{!95}rhw3)_4
zLp8rjr^Hd0YMp&hE(A9{`tZE@K*Fl?4w@;0xbfq+U?b@nx)QOwX=Yvnn6<au?)81v
zvxmX;SYMjBbzHKfC@Ze@<GnYOfSnT}of~AJ;WJrc1YcLuJP~^8E!pclb9bRO>{E@R
zhmM9RONYt&8@q<>wreWn;r`m<Vxh)*@tf%1sfpNi#P{bHM)>agZQ*jK^EIk?Euqnz
z9lvT&=jy+L?%rKH28r<+2pf!QCuW&>9#8R~TaI31xYuu{@(wB;hEakGd04|6#vJVC
ze`3VJ&o{)q&yLb_dF(o%5)TqlYvfy@hL}pW3&$u;?q;tSN0Yd%^wJf)uY32K$kQuH
zCh5nWh_RsCoQ><@CYst<Ua6K}q%uRe$C3JHl}1F!_Q4$9yx4S?Iu3En^e0deV^X=H
zb|X(Kbl?2d`}`5Ldw+6Qm!J((P^;YU_#&t<l)HW5oh$QXs0JDB-k^oz)dfyZ=}wt|
z_j?nabFA`cLA_i^0Lz>Ei7F?5Fpxjq^P-$8Z4cYe@B#RR#TR9-^B}XWl+QI;mQG<g
z(1+V6%yJ9`Uz&ecMP3wJ0dd`Q##h$Tmr~!>#v)49A!}Q&nwXr36+s4%>X1RU82=+L
zk6jNfEQZ82`2{PN_e7OV<7F`SNw-f`7TC@X`U?@YqB4mOqd-2@mWQS#mGg1_jCqi`
zG@njh0xSR+7QeC}{MU5J!)r!3q}M6zNsu}R_z5oYE8!8wQe@^~5Cqcwqqg(IUtd#M
z67CNsIojXGTl-b_W)84KM4*`3^DF*T#KerG<L#g|xg_HD7fo7P+;pi06h40G(z()?
zSt8D+CK8?4h`;1)s!7?smM~eGG_seb3TEEdIv<<s78tpZWGf8fs~+tP#s`jt_=CRJ
z>x#Ch$|H;6tXbsVsM#7-I<K=08}_?<N7JFrEU<+&C0Bf%D8nCoL){3Nt{nla*y3vI
zN#h$EZ}Vm7>9Kgi!$UB^vokQ52-i`Rk+i=zyt-|QhJu12B&6$iQH?~o#{spsN0*WL
zF2q-1*_s}o1hs`g7&w$x6kAV$$D0`zP-~GqAZ3^T)~K?h1wFo$kM!Lu8sXgTvh<VR
zR{KEpy%Zfe5|F)&wl_adf{ffno}N2&L4_XnF`r1kju~`u9N$<f^4M+AV$#gvV*PCf
z{TTRa(+MO`ZD+aLWmaH+gTcYsZ4pzPddL0Pu28#^^EwbIs+`GC{j-BSRtG(A=!jnq
z&O!q49k7eF+qhXjv4y;QgWfR{F&h21ME4~+qu5;3M;ZqN2zr``Y2?-uSB|L&XR>QO
zP~2jIL!Ky?mqos7@Bgm0VxU}{<+m$fefQylSBSfdeZ?kHqe}az1{f+uV-9=szf#Ik
z#;cjs%z3Pq^sZtZ<GkH$aGS=jR73-p{Vyf&y}P_eADp?TsY{KIMPRLlQH>JNF;vdJ
zW`aiuX^7YwHS&N9D8K)eGpx)~s45bRwc89xWi=j$A1b{^UR^n^n210?`}Al+mof@a
zU9I=DX_#ye10w@@)_ETkUyk%0O@#CKzEc8g^CnZq6@r4D@{!Y2<w_H=X!&u?S8imH
zySm5o?A>|jS2(OMv^PqOT4pl?!LW7-xxhF$GTCV}%`IHZ0qOWLKwPxj7TT0cw9Y#6
z@x`C*{bq{hdbF)JS~pZ*{NN#-CDXgc!cr~Q51L=QR-h={X1X$y#l|si*tD`(LQah-
zq;bJe9H+Z``Y(U{L}^TBx`-DQCuO-V^#OZ1#F>FsHuJ;B8Xk))xKiT@G6x61)^Szc
z9s;!zNeFH0+uT?A)quYfcgtqU5GOkVfe=;|hageofEKF!a_4QOPln(>u1pB7_&>6i
zG=I@@Kx^vrRsqFi!oCFTuGe||2(6Cg9j#xcxdpiU()EK^c2${%UOs@Tyz?O7R<}-3
zNYEII%pKzU-Zodt_rAGO(I`taviIAolq&OZ!9!&Cd$)_{pseKa);6DF@n+B<59=Mv
zc%qes3Bi>L2`q5Wi~Hz@X}ckWZO%lkU|VrwJ^u}Umy*tuM*ItOw8aI0&xqsojLwA^
z2a8pL$5=sAD=X~7B`_S`rixo1FM6Z~6VSld@x-_Q`$P;7%E}f#;pHVtJk&}^Pe*`o
z^YTi9BD>L7gi?G-K>ceT20CG7SV=SoJG(Mz$}S2vC9*hmoD7cw1aeOGcTIVJottOn
zaoOM1PMEl&8S|0BNVmv3RF<`W8?Ar5@Qs)2&UPov+2+B-5Ttk41?lMegO*@eE2-hN
zGk8D_L7hMi&;%*b({nw14TjEms0Erx*=>Qk)s+Z~)}88}p1h1IVxjv6-j7FpTa&ev
zJxrG1Xfzd`##hvMWvTZ;r0AjOpr!ygH`oVF;S>8oMARRQ{D6-~j+9L8oA38zu0rkP
zE!^QDIeN5erC)jA4_=3or6guoc`VC-YW{3rE5i-FqHNxY3XE5*7b*$CNE1K0U|Z0X
z>tcTg!^K6IB%dvrvpM8#mfY$ex#&;U82!#i%dP}!*}Z17YjKrz1yX|2E^8Ld#_g&-
zp9YO#BbvEVKI^$+!WP8(%0!T_xw0X4y3-uX(UIHf(-j1j*2i*)dnb4cPR2&n7CQ{C
ze|3@m{2&5T8!H6lgWkLA{nfu+W1W*V#+;o$Jb*Nj+WZe8gG*eym@+b*V;w*w>Qfd9
zdlN03qy5qfl-)c;MO`LnOjVp_&$FUr+C5EP4)K!i9)vGrTn1D{WG&;}GbaAvd3Odq
zJ1z@lj8&`|g_^lqiy#&mAwfJzsKPbC*pTxlcKaaH#8(+2eWx?FUsjo&5l}3zX8*4*
z!F1=Yhu{d%{_G8OEHY(KCjtx$;7QE0)+Mie4I})*!2clX6H7>93%0pFk?G84He-z+
za6ixhgOducJxS&`K=trQcRqgJBppd)P(jZq6$55_ougr+{)sfrA1a9gSIyxdqm~Sn
z3#Uk6QknxJLIRBIB`;$Ks&s2rX){LoSn;6X+uLIY)F%@h@mlob>wUaE8((q~n#3*y
zJ_pRHzR|V93ru~!i>cr6E#L;eiCK;=(Y&LhHI*k{fc14w#;a3S78Z=|Fshz%Bk_O4
z&Qm4tbL@`7STXAYCk~7;?+79;eVM|W$5m%K0!*$N8tRLE(iEF;SftTF;W2YUm@Jkr
zi6t2M?!C`3<=BXAlC6K$szo&Qe1plEGF;sE(sXpMzIGf9VPaw@mG_?i0`cmnO1vn2
z3fu9G3Y~FVOn(iDGdS!E*Y8|eC!i3CAIE&K8G+wRrM@tNhmB2a^8NrYO=oJa8K+8r
z#zXVJ%NKsg{S|!BnDveTGTvQB0VY|9cvtOM*cqOLHFx@51v!-txQ|@GK7&7=4E$jo
zPF=u9M!tI#d>T>!?ZyE|6mE{r*t>+~xJnH@h&VD*Wd20CeohdGTd%ZS6p-!zV!nEJ
z0bsRRrYzzUPU9G!^*A#VQxh1qW^_X7f6Rj9vX&Srgul{XHE9LJP@Ip=fd5J7s{7sO
zqWEACvYQ6ymAf<leT#Crrs~9DCo}eIkSme-jqb@FWU5^pE=>{6MTQ`zVjPR$hevQE
z+<n}{8_-<MYW0Bj*DqDpZ*DccFv6w!825%PsM5g=Fr<U{--Dz}Wk~a?<mc%#qvK5#
zy4R)OW6J(vE()~Bw4)49czb;vN!SE?3m2==UjpBteyOXztQE<_eisbmj_>3s3)O4}
zLA#z&^?9VbJ!{@eb0`+o&|qR`k=m1b`yC_&1*NIyK}28>^i4pg((WbG6pNSp{*A#x
zD@EW}(Z%wVR-^c)iexy5qCRnd5;D`O#o9n)RQpnkO3x=Uf3xoNawisLnXR+5&mY%i
z7oep$CXo%Z6>Xj-a=SlBcg4}#iSDS7>7e_&xF>9YFvo3n235YwXL&p2WS-gG^DD-O
z^u&V?5)c_k7Wdl=j_IRxObP$t-t`tL+I2wMFM}F@E@x+(Qic8yJ}W;Q6_#Tf$@IrA
zP!h@aP!k5n0mNUV{8{nbpr=Il4-i3v0?M=GQ|aKKf{79fdsp_?M9&yq{i$i+e@IRa
zmXg6S-7(X@+p<+N={FxuS0bIvXPo25o1*iSt#M#H=!>g_LLevvI;Gzp;+zvL&uG5W
zG}oU2#uyA=cKtV)jj+rVx<-VqzC5B>29(&<uic3a+$Rr~FFx^3I<be|W8JTqt#$}U
zqrOm$!xV1|oFUl8fRSULzojKsn($vSE;X2seJwwVkfw}Alf9^0{RN>yNB8~Jk(lb^
zHRkEoPXCd%(TUJL=CigPG@?sqZh$S2?pQyEH@{NpdoxE1&Mk^~a&4+Q21oq~^@q|!
zl|b8lXvzSjDR@4sdim>jNP0|(*$D{=ks9XM=F3@r{D$Fyi#`W3UpD{)k!p%%Lj)h6
z&w0xM@n9)hQdwD8c_c>T`zJou*UTY5h>XBUDxnB2-9JVmE>~tZ-%!u{vxQVCZvJ&<
zy=USzJ`mjB5E^C^{OJ7ZA+#-`H}O}lE_VSIn3vz2?(tDdoFm$%cx>+HF@<ag0SI+-
zHXkk4><fLv5M%EA-EK6`WqZDvSdp+O5b}L(bP=_5(FyBUQLS{+56)5-RJCGl%APb$
z!0AZjNR(ksqUSJzhj?Cb<KxKWO*HGcMer4<e{J(eQ}+(r2wxtXnSmq|Ki-nso0}sC
zS0I<C!}?sqSJ4fC@L+lyd(S{&Tl458ZVrXQ6PTY<(gWgY=nF&(%RlfCSn*r%4k8JL
zwtzMg5buvdi2|m=5quJUb`Ir~_+Q~637H?GDI+Pt-g_~Y@Py6aqL*7g@daYs`V;)f
z6;mrX;POta*j8g={WB9P8b21%LeX{eO{Hu}DJG6_^7Od)^0=SP(0F{vLVze5kaVV#
zcTY6tpse$rh~ZGT^?&`PR^{~ISgPe&mZAoMcfacRM2w<dLa*>BudIyR7i$mZN_P@q
zDzXGR1C?zepEJt<nIN=%R9pcR4D1FAcnpf;r#7_S4|Lek#6}(EnQcKLR%Dd;p|Kf`
z(D}`*Ac|3+BX!gzg#zeF4>2qc_YBAYT{P^sQ<GzXZ|8Wuez3$)OcRD;9NQ-LEf^ws
z-y)hif{2$v@pwhxI(&0vpL+718j=(6l_2PEw&cs9HM@Mzy@_R-N>4A``kTvu*4Ey5
zi9l4%WI6($d=KdEEmlO5y#I0AU-vrhQD0ttp$6g}_~ww}?viP=RPkNRWX_+5aIgK;
zMAqGZctIqsQaV$0Ejd7ryFH@CA}IRYl?5>&E!i>rqz;Io;hF`XCyK$em_^uXeKR9L
zk%&~HoCP-GN1y>Z>)dy6*kNKFyD^@SfTmoYIl{7_tb@9hKl*Te$Y&y<xJJoYoSiwj
zw^i0sKA%{O0^H(86E=QSy`9JEc^XkQULmk&ZzCi)m=Vs>zxvn*PH;L{2dmWKgV|fQ
zVlQ;%2;qMujHizOacV{=#7}SmEid9n(zd1H$?2!h=ruHl{pl%1aFC^g*sA(X+*GoY
zLptTW+o0h5O2=iHQsc!?FhK3;u{6Cp3Z7}|rchONrT;ZXD)5*4yGKQse5_&>IIRNh
zcHaup{68)L4m8ii<rDkhGPLErn}`h#d{<adcYo2`Yx%fT^;PyLeQhWhDuQf8D*E@y
zRM|HCbQiyDhPAP#=KtgBEP$%~qIQoUUD6HG-Q6lBE#2MSDIp*Y2a!}tx=XqnMEcMr
zUD90wck}<|yL0ExaAr6RpuF$9*Iw&+ers)fe3n)iZf-M$w7>9rLh%*n!NG=WXG#3p
ztwjK4Y3p$zML_!#E*oITbE5+gCs+N(3v2@Rws*eGFGEome<+o&7wI*;jA~riy5E16
z;{5xG4wjS%RI9L)$$~7sbg6Zc(O`g8DTvU5ZmgdaC`Nr{GWoNjYNqBz;+SEt$>Ud4
zLeW+%;wcZnR3bTre)j9EKlG~dQNsk=7{Aqo;Kg4}GK;-n`;4ziNzu1JCt3K78-Vk@
zCkCN%FCV0`l2V0h58*t${T9#i*I@Cy5!$y0s}ChX?_b*4sm*DpbpbyUf19qV`cZ&p
zW@#A7YOF&t8+OKevRULLqwA$+GM%_b0^5KKSgns^i*7Vrzs!HL{{d}HV(76C`e8R4
zKjy|Ptajd2+?<_@Q}C2JT3YsJ)wA0%a}yF1zoCJ(cMu~Nzw^_sZ2E?!peUXhQd`Xz
z`t2KM8H=K^of!tRyc!|VgZGV^yMj=EjBwO6vrx}SEdD0VLQhc7pNOH<Q*U}z*FI2~
zWcH<*s!YFd<{NsdhR-1~dlCri3i+E2TrRNM?PiZYI=lXSckh`5WJYOqb>adA;n=ny
z|FhaJ_!DL5kFzR8Us#(xive(W0+jVs&V6>!-xM2(qx)}4?Dbk!>Ks}O(Z`o9o;OI2
z)jv-na237<5Vv^UoVbo}UF&z8VuV9Pf}fflUqybt6t)FGI|nascjpTaKrHLNe~(+S
z;vIe($OAB4t7v?qHvlJ}X!X$nTYf#QD?gn`1~LZevsGVz^j5u=aX=`#A-JNo|40<G
zs;>hP)IA`}K)`mxsS>rN_LOmu3ZvSHzMl57j&V6k7$1*EIKnz>QVSI81JSL@SIVlb
zz5b%<h7v*C78ZjPO-foo^_~$W4f*2>_((~NtbicxhGu4cgI(XN%1dC4yb$(#dHs*6
zgU_ig6p;S~N<cLOn8l00LdmrcH*lnpNYcTQXfVz^b?;`edB>OA5Nw4fFLOWde*fI7
z5JTue7>!>mGtcGTwkck*j5*N!Nsn+#4|C-2=~KH+cYn>r>oV{8$I1Pczm^g&O)}&a
zl?MBBwg{?i2ao?lYk+|CIcyFa{EMvs!b3n?2#34B>q>O&r4^@?NRAC?m|a(0G9!#a
ztLmIY%pH2@2YdWdjuZjtzrl4_0OocM-`d(>Di6q0Zm&PpaHIcx$mF%F=<e@FgL~;J
z@dm(61qy<(oy+Y&^?^3c;R)dLo=@)2^ed%)cw~vvR=3p77X_pa;f5Dl3*ROFlA@8M
z*Yi4pZl#P@I7r>xP35GOdMvHe5<G9$&7PNlp7P@2q9Nok7x#2HFBq^60}qTq;2JI4
z%eG*-;&;*8783;;@N<iL)|>YuX@TU1h88NI{VCSZ|I7??QeyndP-c^XmIIf_H1Kly
zrrelhM(5V`wqH*qkSvZfgao*j&A>_+(ln3;A}_F_bJ8S{Z>1LNSAz5_dL!2Et_5-w
zqqPvSB^Kq1wA%p&c7_hR#f;Bq^mZ5e62dBx6G6ey5@9Y9NE8Po*H`4<U_n6(1HdoI
zYAOssPLfxI+5<W31)x{w9=a8$K>B`C6++0{N?D@GnsfAo{uMD&_8TGZHWHok#k)&e
zDPS0jCVXY?j~NiI=3nO$aIWI6?iPs)*xmVqg5XZwJSr<Y*#B!n#@X1&h#2=I8rUVP
z{981h_St=DQ*VpayB7IhF(-Se4z24-ivDSn?_SR*s5S#q25wi2hcGF#mQfcFJ=gYR
z@2B1+ffQ;2P%4)tY{4X^xLL3JBRFNMJj|2@1a+TvqmvVJg)|?8pcX$9)3c3Gotw>r
zrkzIDOLR?^T#_7K*<y8*UsZ5(o8T~CaS3*#KC_3r{kh$-4)`_LTnrP*T}kIvV>|m0
zHxJCNo@7YSV+p{WPbr1SqIVh!-`@K&u-v2bNmq2m&%u2uel++n{KotfAN+!u_o+*f
ziB_5kC1o=`w^~#a>S*o<O1l_}MTO%^da}z#^mouoIG6zDDa6Sk2TT1tAG1e+sLbWk
zTtkCq!y`MbiuSJXU7m}}{1vjS#rh2lY-}!0Gu{8_VY1v!^+xP_6vQ5iRRwj1pLi74
zgUjU^6E)_n7p|3|*fXOs%*d4S@r<b)do-GryD_GH2Rb{upYx{dhYda=!;_YCxLBK|
zrlHuK3g;NC>2#%DU##r6J=pbkL*HvJf(i39q=JuxlXTD={Qs$H-~3NiJFqoW>9V0o
zxIOAP1bT5AXV(cY8r#v1xi*ZQOhcE^`?GbjnaXM+$N@!qay5_sguV>Vd%_D^A2%M9
zj5orL7}S4-c|eqeypG^23_eDK@&JH_rRb0RtAB07SA-|b7*NCiDEH<!qGuU4@OcIs
z-JUzw75%D``<U4gGjI^PQ{`sHPW<(KZP<pu!6HRWLSd#cNSlguCSyIYZ!t*+vYk3a
zQ@QeKnZ`L-%TfKY;hq%vt1ZkhiN9o90KeL75hDES*Owm#i*nXm8W@_I1;kJ7&*~+y
zD-2LCa|7MN9_0k$3@QD8Y$kGWa&!&qhEL4JcZ84#LL?gA2F-1(kZfDt`KT;z&~t+R
zAZ%$2hY0CQ`JVuNOX-ghjXGK`1sWNEZi4G<A9!nRRUlz=e>sw(dfMT-8hsyFrQ@t$
zDigo?Z3k>wFAC}Pg>o-%f=o036ePNOy~{rfRVnr}Nn}|=l8_id`}XVi?`N;O%0rD^
zKoHr^7;6Qj1Tk6Oq_HH)V6?~d^D=Yi--GW*xZjZK2koE^g=gA&W;9Imcvd9Rk20M{
z_s`aOr7}RRTc@2sQDZcTH#6hT#?+C_hWYIGj2Ba9=*{49eZv;>_cZHic4YX_`P~Cz
z3=lGH&@u=b3M|L$a~lSPF5jxFGtnuC1Zgk}0WQX5Sv~FR*Vt@oOp}q{qroJS<bYtU
z4kYcfe98>|SV2Nc3KCpL<Heaj#KM|y#1?=;z@+8*7A`YmNTpcd;tJ!_Q`nL7=DhRY
zhY1<ZgKCPzbZox<nVXu?fT^m|-$KzTAoW*Bb%*6GA&__y<FQs+5mD$se2UO$Om)X+
zQo7tbEI_c_J%W<-M8&-Y+7TKm@`NJb?RyGF8aVuI<<%=TyM@A=J{G5(3?#%|zXyQY
zs&V;%Gbi&XpIlG9V+T68DbFBI;ci}64`yeegV!I{lOM9ea7UDXC78B{^FA6PQ?8_x
z|LV(9$rd2Ig3;PAe0%$JzgL&BJkire*PK{{A)~golpu#>^bF&HRxi`%Cwx_5XG#Df
zv3e>a;PrrK8F%{bRux{G9_vL!N_$^o$5UIfanlZ}KpL{$#Fv(9YAgV~_aIDLfi3j^
zDPFH`6on!y3`(B)+cLEXh!6=*aFEvwr5f8?pT!)3C2wpwZJ@nLUHnSpkJN5FfrW+j
zd&#@B2awSil0Y;&Eib8fs_teT%8pF&xSsVsg6fYAm8*_Opv`3Wj~hKOT|@Kpx5IPe
zpYo4G?6cY;dY1Zjs(Z2!=CKcfkoeprw6}*1+R~!J8uyDpi^LuJT=a5_-yUah5NO4u
zqNOD<li>%P4gnRlT9xS~9)O-r=2j6DG_U`FTdi+!IG*iqQ6A`YR=G@ZWxAQ*0t)`$
zzp$-rv)(8QKVsAgdEMguk)koXc>U0}CqbuWy0yR@5sPDXcC#H!^6E`Qfowj?%@ulY
zltl)pbUTG)zJLTj(A;XLJMdf)bda0%R)zi7?h*Mful9nJRPdH?)+xMesu#(_7EdPO
zF8@P8V$F=+vnuVdP4x2UET2S~XhQ&_bVgqafMFnjF*lxLN?s3Ypp*srW6Nify@7BM
zNK;9~uq<LtGF^t{W06Hq;(>r-bqr&FcKiZ3IWvN-?gx?#d8&e~AE%8oy6w8URFIbL
zVfJU-Ei&GTaf3D@fMXJmq@`G7P-z3Mp2O;oU<}FR%UF^m(+mlo-RaVo!{5&d{>`G=
znYh8ce?Q!tDh@F@4Zix1u9PW%cGvtiO@OzK#}?|Kvr{x(s)d{?y2B2H*U%<G^s$+|
zhzMN!B|n^@6i-u-8m95Bd~VBt_r2PjZR#aEzBXN&-233dq)n{5s-DqSwEqUx>t9r(
zHz#1A!d!CGei)LOpnrb-q}W&N%(zGTk6Lr>?cFl_A1gci@BpcBW8>;I24lHvtygDt
z0ASo67DxOj>;^<2!3_Erok0>EtG?a|cqlNthUPCH8R~*vk}Q|o2!i|(gR4y(_(288
z2>Jt-nn)lM)FeO-A_DE0tA{N#!&#Hh{S2S2)@g|Zh_Ql0)~-(lw%}ko=Q>{*R^W|K
zw&8=i5Y|mX=tv@>K-Bw&+-}C8$MT8X-3a?r$}u*l*D`IbjXs9IkQUCA=-Fr1Y7u0!
z;Anqef5)U2=NjCZZi~Q7|1kY;*ao198Z-$59d-?e*i;@g4SjTVH9tARiD=_di1Q1D
z3r`wTHvN+j^1+2PfLRr1aUT+#R4usAlM{|X5%Bq1r8sqWHW&c3eW0?kJir=GTg2EJ
znixlc0rMQXzfdA#y;`N7OHlVZl3rbEB1jdFV=FNUf(w_3Pk4p<wDo#15|6F3uNAh3
z>(J+si@XLuy>C>p&Dc(&V>Z&WEg&NT_|89EEeK+Wr;)ZT-Lbw@_?+?J+s){AK@R`8
zyS#+kpeG+V2CQ0D04S(~>pkurmI80c-K^>?gqBq4)N)e1U@*vbK`$h6W-oN%1U>c2
zl@F$Kq8DrDZ@Q$E-Qy9-6(M#6S?R}4xv{uQDWI0#erE>2TBr+kS|=3x*#n!h6$=Dv
zPO~`ESq!Hx@+=dZ={q}XXccaW2J5qwK?5w7SUpE7;IDvAO_h#J;eDDjbRd8Juyb<W
zoHB!X(*V(!Xmzp4AXN9=`b+Z6@G~brj0%OqJZH3^eCYq1WMKV<)@0q^6ZYS``c?e{
zIG8tBsPrsFLNEr=yr%lnkEa(pES?9g(Y&S2RZ45LfVk-D!7x5P5(9<TbC;U`-C=g9
zipOvgvy=1X0?BaJH3={{R2kH@+pd_N1CF-|q7XTyGbN>pcH1@+pTofmJ3EsHy>OX4
z<FndH?Y4EVF4n5#|Mn*g)61w)23__0XbD?YZEdasCGprpy^oU{abb)}Olai3Fr`|a
zVdbnH6*?%uu8SpcGX2l+eT-{s!HCYeUxW#mY~zWb;xjdFF!e&DiZVc|4>o3wii!*(
zBV_Ol3R(tDtx<0ops%Ygezu%Hp0=KaBxyUZ*{6?r_%sRc41ZhP37Vhh=3Ze;F<3*a
zKA5}<M)Wnb-a%)6z{oR`&GS0WT|06?%+!;9zZ~#|$&g%}fWXwhn%$PZ-O8U4swq)N
zcVIWx*GQc3qqs<lfl?~6q2;=Lwdh)2fc+>m`J&bOMMvX?^V2#E%m=OU?$9gBagB<*
za1PC+h+pQ7Y#m`6GP^xga_byBEcL!<h3B81j#uM%A|Oin@b-*RcUC4gE+?_xu{Bsh
z5u<nLFvg6fCaF58G3B%51~DXWGXF5YRiW~_{zGt+j?rsa$;lPiq3tWpR!{2pna2}D
zbL<#SLKGbu&%oGYA&~lb7KlmeZsUg&TicR=s*Vh~Zv~JGo3Fdw8zB@a6<jHmM4E58
zRhA>)dGpjhfVV&2%F4d*u-!L_o5i`<UyN`kl~XWxIp=t|bv(HD#rZ^<%vaYx>dF1%
zT^7%KENEUNa)mzf<CA}~*q#7YZhmp_;{&nT?b-ggWpTC=+1_n~#>?=Yp5bp+RW2JJ
z!12y0ZNZ;Qbkqn^*b#FzSq%t@pwU{T-$^&eB?~csHWfz<qk*&MZsxtu@43G3U4<uq
zy)Z<&36IaF`_5Yqxs_+j4x~UWDj6U1D)~!DXl>jZvHfdsbO35G`=hKZLK?q6&rBth
zki?EsI6Q=eUpyO?HBWcT*PTCn|Ev_yCv@%}Hk4#4W`qbzY+A<VMWJ=22-qFS8gJi{
zqoBBYlilF3>Os?Z-~auwh;geRmiZJANot7UNVC-c!xrvGDa|*23SuJb^{-Dd?lwl@
z?zlPHEE;ILi%1JByk(vpkwA^%aj=K=@$p^blu7~{dQ^d;;_6>tbO{8#D5)3kZLrS-
zF<4kNrnn}l$wINeMnzFIyH|ue8tiXqc3K@=`F>7M_v7K=&%vaAg%i*qQSI8JxNBW%
znr+5E7h@gi>w(t0?be}0=I?j=JtB_M#d`WD-JSqfWq`kgwyx&DI<3|ZryrCWI~fdv
zKXS{E({z`|)eHFy=>nw{Jh>_)#d{KZ<E-;%VZutF8V3s4L?kwAeM1bt24B?eiRCOM
zCgM8p7!m>ohxQzEuDGagRExvQQ|s=WUK*4-Rih91o<~&$EAh--J5?`-GXlv)o72oD
zf-^s;sL+r_mPpP%yjykKM!z~FqxOLJ4VEyi_IzMHSag6hGuvw>X8?Aq+jiDK{Rp)&
zorRmOiVCClx-TB$Rct5(VveVgBq{7A+WYA-cA_fV+<+d4UE#N=?54-$B$0RNu1`P7
z?7Br@V1(or8W+}Zh4$)b)8)7_T29EV*xLu*R&sK1jMI>XmzcXWRnL(%;nj#M^-bTP
z-ehE{j?YLAVV9CP_RbW199Jr&PTb1h_YTXEq&$#^O|EFgK=-g{EGPd=Je_}?`RVNU
zW<igjIgjftfG#5I(kFB}#Mji5=s6kT&hZU<A4TiOX9_T*8AkUzDSnNNglnYS<>f|%
z#*)8Sb@kD%uBF&xz?G7H0jI(0&R_k>ESG%O(e#CsppTzYoP@C|jbFFX`sOvk`{BV)
z@x-Xowou*_8I?Rzu{&7htWdKtHj*L+`BBpEMJ_&mq=E!UV`j=6(*>-SbM@h2-?{d*
z6LG($sCCB9k*#uqLpC&hB|aF81UoZLG(YW<eCH_%v+ZYrsxU<5fDf8Mblu)$@L7p!
z0k8YXnFVg6zS!Rx-q&Q|R4i1~<UQn#8!GRRcyKk=mVLx5Q?ElvdpD$w<UBo&XJF)0
z45fBPFFT=MGo!WD)p0q^t7xytyn}aldA_v=EzjSg^g|p%X39t2%M`mGE=~v64B^EP
z{?WHbVf=+H_$#|uX~h&}-Y_^{$*3wZ28q7RFAU*{*?h6G0bbqW-(G?GbgAAfOs;f&
zXRgdjRnIx)Uw)1}dfdJUi^;zy=cq5}v%(S3^8&LNlyGr3CvwvSx7phx91TdusW7Rw
z>mTvI^OpuiZY;(_RDY=C+RioZVIW}I!qU>hLtV^uy+SJ9uhVQ8+<i26=6?0X9kHhr
zJv2FIbNRD&O946LruAKmrsX&^?>^qPUzd<?4!gq?T4l3nV7{~2)4i06PnuoCMMz}Z
z)%gY|jen)D^F{35zfh!yC|L<lKEzm>vJY^VEBcNt^>rM6*4+Q1WP6ewu1`2=Ft)d)
z$Mdq9Bzya7I9D#Qd3e>U0{Y(6I;o-BnhK3gw;MR5U-_f5r3B34Bl`Lh6Y@=AixsY{
z{&`^EovLPIl~dGc3M>1bs#_@zgW#mvPQ}GdKG5w%9hwkyb%*~!;|D)y{8Y6W8H-C(
z6lF*nR4@(YgN90X&CZ(jVgddh1NP2YlJUunUrfEDtPslOlK?3>DXITjwGH9LCGY!z
zcqV-|3cZGvp2JULbL|#1y7fOWKPFiEiG{?b!G1|hM2=JJ$vZl~Je_ntSboAqyoOLd
zzLHWw#Z(SU7{WXFV}m|P4880OJzhyzZ9X8r@`=s9zhQcXdx3hq^3<I;NcLWau|X=D
z-Q>@bW09H+7dcnwr!MHY$K2I2DvWWFDNF}O;e>9X;F|eYdU}3}A+1~LxSqa(ONk#W
zJ@DG*T`d=H8vPA0cE$z0<L_Pywx$Qyv-vKsO?VS%@-BU%(@p;HC85HMC<;3?F_ERQ
zX{8&)pfW>Fm<*wr{GC*IZ>h4*#aaNAm`#6ow%bIP@;Mc$ysVr%&>wa_>EnyTDpCo-
z=VBXVY9P^WY86k!wYYZ+9oXoZzeFMC;Rp_C!`l-83ztYxP%zczuZi)9W$I)j!S}sy
z!95#PH(qF&bbdW+>~SulcW^(Od^jejz|Q18a;T!N@oQ|S%VJNXs#d+)RVwh?Bl!sp
z2lgn*zlj+rZt3==bgb=#c4~?KH8#fUloVu`s;RwLU1C-wdhBvL{&(XwX@YI^Vb2Se
zp~TPe7bjZJ7p1pgTOLeq6=AbKY<2m!>m6?(IRy1!JIl;ymMRJeei$O&QU2&MB)>qX
z(MrPU#JSN&p6B-S(RPT`3j^kd&qBeR$5SmT_JNVU_{bz5EgQRI#@9PF=<#eN4~woJ
z@<1E?8%4!Cwz<=Vd%})@e3OyCK_67&%cBi2Nxf0TvcSxU1AX`P9g5)baqmW!J%jv3
zi#;U2ih`tnI*j&4$&hm+hrk(DM<1KTGB80p9ismk5&0f9xtRH{v13oP^^fUD<DVrs
zSG+HVX74ttQdr$Rrep`Q&DG`P@cDd~-in2XZw=jb|9XFxWzJgSUv8`?dze&RxpjJz
z%6ZO1O4gjCNOA_hts|r)^`~aC9%Z?~`3bs!(trvXgSs$zq~+k_q(OX8*;nT%g^ODz
zk`jAlj6RKw_T|8fq9j*eWOONE9eL$9wzK#Lt*l@#MC%!P&xeGsoCuvD>ZeP&>A&AG
zV}gvGa6W`kkM^e{!thMk#(aXzX6MrQ@LL3;D|e4d#I4oY;O;S)hMEw*T)GdgAy~;Z
zyI)A<sApBTIJoDRN=nHJL^}HO5KOix^G-?0lbsDef2We_l#>SkYElTb4P&S`|JO&)
zbeYgQl=`G8HUTm4g(-*MKgX3_1hyZrn|$;YzD>O-*Bd;N_+7FvnSv$Yw@%AfL5`MS
zN*>cwvZuQ#D(tHkX_hpjRaKtn*>$SJYw)Dozj4ah^N2=DRyHmjL%!V)bwjxK0=74c
zXwWfY-vzr(y7)dyJ#x)*$;pMz%c}$bn7UHLoNPf>4uyEEcp}6dFGOeID|DF7H&P^y
zBlKo|8GpW{d^O`xT<MbfW3_OHJWco8<*}Bap|#PW-J2+KKY((sD&T#j&tp>6xj_CU
zs~x1!IjiLRz?$nVq4?fQKYzMtKYN=iW;*of47QDnV%ZNLz7PzK$+$e2n`9~{CbM=x
z3`IvKO0^`QDtW&LzG#=Zv_vu{ESR1AD3DtC?Ut^szw#4e(D!hoPFy|Tq}_N!B^_%Y
z6a@GE3xwL0fIYA?1ndv~=SU39@>*-z4aYgv4g>z)hs5Xx27Ao~Gz_~0B77@d?QQkr
z6DrhXGJo^)w~UWk&jtLf(|ZjF_S}SCF*53;@;3<YF}xdG+cNFHhi@d^!GtNwwuSA0
z6q;1%WI1yU;+!#J*v%~WuEUE?RQo$XU5ezsj&1gcKcZkfTy!ti&PpvLZfSI`?L5>e
z`E?vn9hWX^KG}WyVcQTL07;(eXsmuL(~Cb;1;Jo&WMGYY>{O8Dg;KO{jw2ZyG`<&l
zJ^V@`U=dj)3>C)N$rVKuT?Si8Ll6Y$0tN9<iwggVylUh<0aNBxB|=lvNe+vzo1&X<
z6VJ{XQ)^a5!Z01e-l_^%y-`WLksBH6?kj2#z&RzZ#G&r`6cn5;(yYlH?$G8*Xjn?i
zgKN_zVq#71#d0R*2K|G5pERX8BM|IBTZalUn&B%B1Y<r!!OAgSNQCUp_oTa%no<Qk
zhPBL!PVr5LPR2Nz-oNscyJJDM4V_CLgMnFGAm4T3!b~v272R1|=G>{gr0e*=?Ac^Y
z@iuUV(T*hWd2!8nqNWM$^I-VQzk3@bmY(@Pv5a*4Q}%OEgZ<MHXSvPZ`ub~it$X@s
zUCo(hi&*MmyApeSu{a$P_pphJY7-tmX>MY%+;6q5!&Ls@4MB^e?2x=Ij{cR^$NWp?
zJzm;0ShzqAwSsi>Mt$-<hNSh04X5E<PMOrAB3!6S$uP(wQk&ey;vsK))0=j_VRmt9
z)Qhqnnu=*f>u6@S>n<n-va<hc&zoHj9y|G_hIRhUhFu-?ao9J%r&X~@PDnQi`Tl!n
z%unIp|CC0k$U?umWQh-Odv3&Ww|I)1gBy{zp`OZcU6+5zUutTUmN8-iNU~wcCpo<N
zRJ`o`Htiyd9DC+H4~@GE!OZG3@ASdZ?N{^dJf|H*-7JQ#O~1HUMd_vGm4Ep}ncm?y
zIIdZAx3bx<Z{jG}>o<S!k(1aldo&<tkE_NY9Voir<NO=ot1w&G_U+<d;8UPP_gO4|
z>g;jAR|sW2x#+{_aO%d;!G&+Hx%uW-h=hvi$m}(1js2}h*w{`2gbJ@cl%De_4es+%
zrG`V~hoR4VdQe|*6&=X_27XQ8{&tvoP1F)O@XbN^h<jqfyhBE|1yQ-3v%;=2#XIxO
z(3Dh>MfU}(O&jzssb0yGFPzBX<7Z?{Wu|In4Jg#ZwANi-9Kv2<;H)FNforG<wQ~W;
z=g4s8N67q<PuAdA%ILXrqIo0Mc~o_)SjL0^cf|8+55MY*PX?*9(2V$`0C!QZMSfkR
zE2)Vg!NB|$%K2Xp^<saf5|ML(Cuqu)2qa<1f{u%;NwtAe(OX1}+p(4Z{CvkL%!FxY
zM?!u;);>Utrf<H+>D!3j(H97%2Dm@NLwc&M|H}e|DK>lq+An8E;FEuVZtBJ)^iK04
zRecGfoIkiTb~;SBm^+-pjtug4((oRO<jONM5ijw?-##^Vv*KJ=kah)6$VEn}-^C3H
zx5ZysU-J5>lUqN_um_vSR`RpG8t4A52`$rrfrPWK-^i82IRDNn5MA08D4gFfr~YE`
zt*C0f@e|vqd*U<`A4ri^9-{<h2@Rvq;PB|lh(dJuCE<pit<<BoSkZ|6ZF{Edu)J}M
zQ*n~eXqLzCztjg@U0b0mDHq>!-VgrzWg+4vYHTT#Zj#v%@tRDg?DR(8@~<9qK@S}7
z^ULz;{xOeQ<2y(dxIGFm&vysCpent(j*enx{HKk>SqWh1m1#fZ+A>oFot`W-hk=No
zOUaxM;g)-Zz1)(gm5dPG39)~5Q^fN3M(%L=Zk&RcQT_F7{=|vrD_<R#p-?iJIge0-
zaO~JG<Jy*+yFJ6#$LlWWxX6)=-(vQ+Nn#$(q7~fjiT4B&(R8n?g}L{dn4Vv5r#rfq
zP`BxhJ0!OI$qp9UOAsu&Tk&V|hzftVVf-gM;Pwp{#KHUkF(Sfxq8s<lm$=c5KgK;#
zwOXy=3*@zi>KPZudKZE{M%zn4L1U>J&R>LH_zS;@liD3XQuB+{s{+~}A)CVIFl_9w
zj9sdEp8!#1Y}TC~_#?`v-PTVL@JI<3ZF81*pxIdFz+AJ2P!^40vWH_x)yyFs2)$rK
zFe#K>v8p27G}aoxkx)p%V;S1nF@0)q@lN;t3^JI>svxW-EzItV`S$m6qoBC_YJ!j7
zFW})yWji|)e%NT%ctrn@71D=Q=wJT*JGQ5<uGwQSs&S2*>_EI=EK5wav7y&+rWeNT
z?N^tw*ATIn1FPMAuf6RFb*p0XkI_7%oIC8c_L%KE)>({ZFiH3j)V=-X+!MEwTw1qG
zwD-IaU|MBAhErBb2aQ<ZC}{?;x%qaRjrni7?TO_H7zoeybS;~W7fU!ambGHcYRqC?
z@dmlGL}AOD_16YlsNo2-=)?DL<ZZkc@fY==p|M0-&LZ16RbITGy<}Y5-M2Gd`$sO|
z;YZc%RT^ht7{_68$9R+OBhjH8sV%9F;<yYb*QAgiKR*21;yu_^e5#ENH0a>5wUwJ|
z`G}UTU-4Q{uoPNPjh39rJ=gK%PySAQ<4ay{ZkT9`bk9#44~2ABY^OhuKo|I`0$0)?
zvD(?DJ#7yQ%FR={EoR?kkKm2{jEJ#YMIpmbi-kMc%{iDVTd6>A`}XKo5yyN-8RA&-
zY3v<#_;?5<Cs+l&Cnh5wY6{r)7^a>+o^R8`9))$;xUhq?Li)ov``iMV#J;BGT#X%%
zyT^2NZOTsL&%E}p0s2gegkfD>5@S_Qoob{)0{Eat%cG7|*B2p~JW$RxGC~DXIJ&E=
zEBNBn=rShO#TvoYVRg{=5^SJmd0ZXn>9-PohPxklr>NNc=&)|PU;mMivsKV`8cI!;
zuTMqwwc2R~$NQ)%Ib!A1>D$`wsXL)zemgu2xP6@=Y+4`m+UP*RLrcjCr)HTRRsj*Z
zIwpt1mrru1k?ZZ|67OPk=hGGC8whhM#Y!R38=r}p#%^K3TvMFo5SZ4(kl2F88I>$+
z%7CQfH$*|jl%AKDB&~iaXy|9@uB`?I;?+WqS-4Q1S!CVhgz#zP0|Lwsno3wJH|6d~
zCdBZbkhTpXFyesRpk)dqM`ef0PcN^yg(Xx}Jmrx;2SoLtg>!4S_`U`bl)MmFm0T5&
zWJ>)sOv&*GUT+R-<O9}b2{l=~9V%GPzkdvQ1R8KhE5|k*&M=`WeM;MTZKk{!8Xjy0
zx1U(`j@RZ)gr`ca-Uulr$(!vMAC3w;&x4L>30>o-yLb-X2|BXquW$cG3Bgy^H0||W
zogSsCo%o)i)=?ezk+lIF<G%vP)ZA<P8~BvUG1ATHVDTw&4!w@WU?-4Gl{t#jysu?t
zZP#@O{(2)MyD%qIemSM9Zja&D+eTEjr#d7DpV@pVr($sg4Etc>X%FY!6E~;|Q)o~S
z9fX`HZY*nK4Tw$i^Q6#tCMhK)F?_bxm&#)*A2c<AAc90j#yjj;)!nc7RR^ri4Hoz6
zzOxHjlhi%Ax#`o-txJL8(SBj!I9P7Z53>l}gC){E2-0(Z#n8BSGNmNVQ9%5QA>nFd
z^ix&_o-E3<CtJla&qAja|6plxU}vX38@9Oc*4g<YDI#Z|g^a#xvOc+`oN7ZOl&^e*
z!^2f(*j*q5D1WAcG#Z+k<TDi=kp{wL(YOsv%GL9Mj0(&}wZV<s=rKRCvtzuDbEN9q
z&VHP8N)<B~t?8$!?E<Z`GceR1v5hq7;@>*^0hX5TccxUn3Q<pTzjs1W+IEw_(F}#l
zILES?*$mM8K|E{Rrhp}nQx+nY0x13B%<fV#8$MgJWT5zCJa|T-^BRFz44`6Jf_Gs4
zi2+}0s{@n}jGiukv+T;k7gn>(&gma9UU+qPZb4VF0=qcSL_Gh5EdG3<p(^rOW3mqX
zSg6iG=NmXZ(J-_AGH%HZyXcZmEuR6bot%cYkG#F{5*w?5)VLKxmCqwqvI|Nwqgt_(
zdB{Wf;jT>*zv11Wh2UU$jV}e#@dXM+lV-YS^3%MX^m6_t<;=^gLGxEXv+A5%gEMZj
zK9&e}WjxI%6btAOD;@MEwH`xqi_$)iS@M%2MpAvf1!nh<`?)r^T1nh;952D9TW7sM
z)B#9G@OAv@?&3hsT)>u~H15`Eo&ZIbT*-|$U%`j~x`c$H_YomHE9)K;%*}<*%Vd_e
zD8(ZQlWCo16mAQPEt9Jyw<62o?%!Jv`L-0lIM8OwJ3{9K_`nVzAuG#QsZnan?-&+5
zv}N|@sXs3_5j8C%nzlk~tx1Bb!mc&R8FM)kLrQWcaA3vEHl}kLLu_0F%4nuoQl<AI
zi_>XBs!T@^#%!RLjw~EI+mDVS09lLUZshfa_Y8hv0GR~aamP6iiYp4Cy$Gz<;<D76
z0jsKFM??!BJQxdtVmyl%i)XmK`F(DTssL7A1!CFr<CGo3x>h%Yz^a$}6+(NJ<JP|M
zVd^gUTFtI0C)rmbIFd<5$x+O5SSXfgQb>OJnnvaRk{KN<o{{TeWv@9937GTYX5k0p
zKiVmuWfB#sTHc~qheL-Gj|&9--7TbjA%`#DvZDR7D1M}MAnJlc&k8X4UnR*Nw_qo4
zy9@*}sp`dFK6#|65B{tX1XUh(z`vW=-0(y5qZe;<=1J|vPF}gq>PtO2qPw`)pnum%
z{Q{91<UkL7CuQ$rV{t`L|EatvdRfz4B+TSBJG<yk@pHI{$|?CuwFmQTVH~KcsPvZL
zJyhGqii<SFQIQqG$j>&ddaRMq&K2vSESNtaM4bs;J&>pWA(bK*r(nJO+dW{*Im{E4
z`EOdpLG45rx6ceUPAhrXWe4SMvb#>*g_Nv(b=wn%Ua7UeH}dfP0G6PSkD!3?Wq&v(
zXDZ(^A_j&g2*FwIEb%6U2<O`dpGxg0)GOH*m5C1KCrQEmU*8&H0E0Br+|xU%+)?}y
zP<067GwSn=MP1nRnTx`!MQf83oOkbOHqW1!m7FhUh4NfYIon4^gJBz>B}xwdqzh)K
z;qW`FKdT59YPqPvMr!i=H%h8-A<6p2{Ileln21+3m5=$X?#Yzm(jMBOvJ=>s{`PlB
z=%)jx?!hHDKD(IIeUFw>$q=>p>(J=&WWdZV>W(Y@bT0qFma!k)r`qR!KRH+9_PlM%
z%6ugp(!4YICU0bITcW<er+pV15QvIbWKn3(XpK|<>PQuwk82W$U^S+I)v{94ea`jC
zet4h?SEmtrL@M1%9zsxDdBP@&1ZRXkFzvZx@`FWCIfi0<2zD0k-RZ3!EHN(!9oU96
z_$T_gcEnaU&z(oaUrv&N^4EoTF4hJv!IlMj${@!Alw`E;#J_<WgywntGb~Jc%fDZ)
z<@aNm)wf36RyO_5^(U@fd_Y}!E6l3TOe`md0_be4yKB3be8L1;74T+%(I}q1q47_2
zRex2DsG^J`5{3dOIIENa%%o!-213-Thfb)4{9irqCSwvHw7mW36TLiBZucql{G;(z
ztJ_?I6&fyH{<+WW!HQld)Q!!X6?sZMsmgZ?=JV(NE|XC~Gz!~D6>7bR<!c_fyJ>a)
z-cu#ERKvj6`YROu;Zx3y@L9dp#|^6!wsc|NJ!#0Qmw5aU30m2Tz3tb;a!BbXXDW?#
zbVBXmFAr=Wi(cI)|D<TZIAyg852^eUeT6lPErSN89hc3`P2>4Ip<wa;oNpGFOp6tH
zps+LsEhgX;R=?1JFTGiqF8!7}rhopO&($m<fb0z9d##9Z?ZCY=8~(P8C)x}Ie;KMc
zW!jNxJAgYKQZLP7#y9(Dh-G!LRm!}V``tScvXNJT^!NINrcBojPTt_I^JlTUzo(Uz
zTb1#I6dIXnWLL=duMlePckecwAAFIne31i}s{}xvyC!hY!skSc00*ZCb&=~c^VWW{
zAgT9TghN2ve2qwO?xQ{7%(?kyhx0RDR%d@RdV@-7GPz$Xz1*Ql220dXY}cTXjLTgL
z|N8lQRILrOZBNCvx<a`Prdr+C%7ik{mR(+<90qb`0ZW_pdkcb#!caR#RoIn(oyC(*
z!0h{^!`<@3&|t91GK`13Cv<U#X!YL{?;bi&nn~+CRd=x@J2NvThTEt~eF)w{L#d(=
zL>t(CrL)VQTJ+}6SD_Img!T)5h_|=EX|a|;RaL>Iok`rp8(*nqyi4Pgk`7?2cti?z
z>SY#zJVjl;4RFRhlR?aFt}36!pth?Eu84B~vqQx)vH^jwWX=V*^%TA#UeLzr`I*#f
z3JwnF@>hdNZoYV1n#?OZP^>EGb1UF_#hck4+0D`d(KcPlaHolag(+gjXEGg9WcL=m
z4b|=1kHXJo6_NJof6kApjyiC=73D^Qv$MU&Ce%Qj!<C9;{vT6^szeG^ZPx&^E2G6^
zcXBc3cm1<Md=-Y&wH16UZ=1`ngUg<h5*Hd2?!vYH0>)UiEpu+hl2{$@vHdj1`BWQ}
zQ2FibN^9?G``Xy$Wfyb%9E!y?%ZWen+BvRn4$h`>yuCx2hkbLt&Fj4MkqXT83<qMM
zcAM*)eEhW%ro{&FH?tL&<Mj@#py2ElYUoN8xTOJ}Ku}Q7O?so{p1_la!s*z@F21+<
z<@9rGO1gXKeX!AXCwD^4tGy!|z0}4#^rpTK)E_j)snV-liFWN)Z(axw8@j(Rldh9|
z5{rE=lVh%5XUlSMK^h9=oK)ds*ylo}SWQ@N8l5`-&<_4ODcHZ%)d(Dp1^@LcceP(A
z1z#g3)_h~q+bS4V`GI0%9UF(>!_dX|1Pu<BI%G$VA!{5vr1g&E7?Z?87L_y`Y)0r|
z#l;v4wH2*72Q2<ORPeU&D=AZ&sxEpC4!q#taU=pZg#R*%A=aYCTf(kx0t>wEFEh7<
ztWvD{HeTe^a09FJ#{@`nn9|2PA<pFw@TtYJqkUfc`u9C1gHq`WcJ%ID{5l0?c`*BH
zBPOD)g1{49+q*;>Wc;=}I|M6%z#ICViPiAkV7-_>i?M!eXz`?yS>X<Ydcsdr8VxB8
z4P=n9;4KtZDd@|waxu>t-n6ay2K&qF#^E<Sc(Eii(LtQTfe%Ir>I<;rbpJU;Q`blu
zZ&0Sb*qi>qwC&Hl7%QAr9e8h@eUA#Btm5%9W4*QO;C-YkRvS^1s724ZlJI|iY@|Dx
zJ?)}=K)lVog><73Ae!w760{OrubU{QrLOi?BR6_8BB>SJ8rSFIE!1c4@D!C;S(r!C
z`-{3Tov|&6WlFkxV)u)BgeS$*^3|n7wwo{C%i!v+tyh0<4~e(g*UD==$P&xP`}t5~
zDAmvC*d|^HzX*ntioyViZR7LxORB8-zLAwg4^~B!yloe0y@t<Y-}q}I92hmrE<&Q+
zoUCn%HN9hg28hYs&%>CTWh!d}Gs|r!BOIjFs#<<ECA9QbCb5g?!1!OAij3^to<gAr
ze55QMC|qab<b(sY^^f>aP6#P6y$5DcM2uWe+CA%>c0+G))3WRURugJUu=9>1;dA9z
zU#~mQ{QgU&5l;2YA%ecay_|uIp$l*vFfikU1-y;RBo8qkajOiPa>V~e`2@9_E1}S}
zWrTzeD!+iyjruMyZYmu14efQhf~#|rAF0?CY30hl-rxBT9}4Tm_TDEVoe+tU=PwPM
z?uIlbxZ{X~Y2~%GOG^wF@si}0#)US&o1guQf)6S8)N5PnGe;%JVLkHKF~fIcUP{4l
z$Y)XmSsI%@TK5B@(Re`}(UK-+V)I6Ci8F^Q*}J()7?>zmIc*!4S5dA|j}ch~&`m95
z&>NNiut)mi6@)A>^p7Y>&iCqr5n);y%TC}~p%K}GP3(ID5D{@T*mUJe2#q@6`e%<n
z%^mQh$N7bDuT`E<agwrQ_f&6Q`dpMxyfoXdml2;V_@MHoO_eh=dcYQF&E7^g9zIAF
z^a9d0hrx^Nj{YTnpy+n29Jsk+MIOLd9Gv2HEZ!3oaNed379TKK|231!UCq7s9#`XY
zbFgREzP%ywr>Cefd^U3C8$<2j{Y0zuuk}Wm>-C(~Hbss(2A1OgC3_5ioqqCjKYL@5
zWGS?5oR0roYMr!5STy^b5?_TzEupDorg56fs#{VWWZL(HPrWZ<VldH5vq@F2w90o>
zn+mmrkDiCVtDpML3s-GhC+_D5YhpE<?4B-{4K|bf3jb&K22wL-3Xl>)PJLJQB_yPq
zn9WTE7DN4}dkWc{f`ZSABw?m&IngI#e1`T>coEIx_C8UoU#GrUgwn<ycXHbkLIqr4
zKK+>5pL+#GuOZ0{t+s{hMrKZFZsx-HINxnEuL1gAjelmi<0BW+$e&yCIxkpZv*~+d
zk}T#rr(1;nX(IvoIX3MfDsyvO*|7hi_9EY}5&uYZ5+}2HXaE(7R-zm;m)-<yZE&Bx
zEZ)y@13iis5gC&|!O<W#!w~Bb;tWzE|NMF8eDqH^T}Z52wSijuvnC<<Zuo&zu3}Mp
z`#2Ney?juk{x}Jn5qBF`kb}V1AdI-kkK-(UOWAJWFLS&D=K?~RwzXWpReXB|!nR^V
z_isi1wd$Xn@7_$UJYzVPilx-zS>c~P8dVt&T3FjK0QPfxcdET!a@ku^C1+~*r%=5U
zMI>;8&AR>_S<gc7FPPa;-Kd|b75ov~M7y@1D08s11mDZ8U+8w3*4KVH?BM2ub|=b`
zaagD#0$rPG^@u<K3<d)rfTQLmhw~d8LSpN$5Jpc|*R$+A1|vqyddA{$dmDIbd1~$9
z`dSy?OZx~QgW?Msgza3#bGi9ZYO^TlqlOL+4S^6Yk4C<PYxt33W3%`Ti_2ehHMKiu
zq7vJ|p+OVVWidhv%TU&=QB$os3lZ6WNTr|P35^Q*HFcEU@bZd6Iho7AS>{`NdYLYd
zuUIVgpoF$1a?c)ea(N@fAaiEx4@96O%7-*MtpDbY70XWy&c|o|CWaaFi6k39DU#t=
zb+R(I(LAH)Nx)77qom2z3Oyx3jt){amM|0NyJ0>3Ys@ZCy-YN!@S5rXSB#Mn1g?lN
zE9ZZ`%&oq7p?E|0^2^m+S!1iKYgRX;$)66>WZr0LwH+kUya#%LX4#p{M*p<4aV0BI
zt-Owwghl)=(C@G3AJw|NOZ<Qb&Z6s%m6<uyJLZ)vvj$s_P7-z9baOAO%)xC<xeofm
zVPflu*A*5eiYisYfgg4XtkU{JzfUgp<t`VU0#FwQtoLg)J^b4*l_V*;;?jRnImo%n
z?K+9POt4jwv1)Vt65_m~ETu!L`F~egV$r{wQxch0qvt6sxiWQ~@gbh>N`=9&YR4Pu
z7xlr{leX*<a3hv4aU%b;Tu*>0l472Y4F#BR*zY9GxeO5>I|C{?^K#XjNE+U`{N6$5
zYr+IAWo-XdpHF$s%^2JKd$G5QzSKOt`0ZGg&TLe#W&;B{FF^&GTLy`*(=$<6_S`ks
zSKd9Qn0iXo=&YyOP_Ip8gO`+~F`Hf>Arza!KHqkyCM*0cIZ$9SHn{WtE+h0?{o$HW
zDdKZ%V)5vE%19a7E`WPg@y1?9k~8czcv3AKsM#`O|6a7v{U>6phepWMQGxIzS5REU
zV7he{pxw04Ay-cyMM7@ARS+4465$_L(U7t(VM}9cL%6P#<$=d$tT)|fW>c+O!s2L$
zxHb^CGFP`x2~4fuKsNQJNc%KAETWL%iIOEYkN{D41gb{Y;yvC>d2VRJ%jr@p7?L#2
z=jv~d!NPP;fZ(6Ojfbp%U!Astjlwi*b?u<U)CVWkDi*#S?j?z`SLvP!K*`Sj@j8x-
zoca~W!oyg-Iyun59|#XqRqu$LrIv6awo5>#BotXy^%8iM?=+6=3KfoEKn8Sh;`f1e
zkvi18dI1V}n6;Cj>N&4fWWUi?N-`OHpCjLhTep_zk&qWr%$j=G@bEqW&Mp5PFtF<v
z<IICQ<x+h}6vIV?0TVG8D+ThS6PhieHS_L$XgkJ*`?SlUCj($sWC3g#a>w5vWWeXF
zvqX}ewa(G^$g{+c_*xydBTX%lVXCMiHdp3g_2U&Q28GXCAxN(cw21hf_&}0fMhVMn
z`RHj)GFDcN7~%=i`?h}L6-N?vP+m&M!8{Al!d~K%yM<>D>F;Z*oRF(H2v%UJEbvNM
zM>=09j_1n2vA8y~OrJY{)kjlM)IbJ?t;syJ{bcD9=7_|JTGZfzU|&sL2T0b{1@knm
zM2(mdio(HT90FJ_h$9bHrsst<zt&vd%OoP@gWst*lw1IYFm`!#e35&9>GU}xixLP_
z#S&zo6G6vQh6o2-e9q$(?e(P=)rKCBtlzYp?0>zJyB9ICdG^Tz9*DE`W&uq0zU+8S
z_Ss!`JwJ1~+oY*xH)b9L@qp?=jkG}VIw(FK|LV9VsTsCDUWGB$F%ZGh(s!=OKXD4L
z%Kx5?_zGghY355moH`TfP8$Dva3nn8+#;{Q(yVfpP`9%lWovWOtl)vjeu+ap2jyE|
zU(MR;F7p+<eT|Qx_Kk~RSbHrq0~mfNgdJB_F$r7$PVP1%6b#MndD3KnkQ0WRgs{rW
z<UCH4PVG3OWd<k55gRYh;z^;*&3q_Fo<%4<tzXn4wGBWqxM+?xcu{QIFpc`i_OCgw
zy;hr5gXno@x>^!es1c9N9WXLo*o4d-^CGnQ^5wzXGw<@#W7&x-!)2|(!7S{04oGs-
zgDP(SY})uh{02=1BQ~LELrfJ|Hz3}Hx1`xGOC%&DU>4G*U||!7C;Y*&exVnYlc$8U
z{8xL{_obL#OHaqKUrgo73qKBlyGzEq<pl^GfmZk71FxTA%7~o;Z=5jx^YYQz|0iFq
zqg$rw4t_VELp$7<0cN%TK9Y8vt*nr05)wvqNKcgfoaYT^0mLynmppeOJD+Gz8&`wM
zL+UVic7BN`ST>4Yp?cwKZ*P82uVl*s<iA=?Wy+{`W7PLKI&9Zjo1plMq5~9P8n9WI
zK;T5D80)#4p!+vE^u{S++Z!5)qx*N7)rAaHW>oX_s{*xztQy~vS@#ji$UGX^+EAY5
zTBZE>l$4&&r-xN$_YCQx_xKg^l~lYMTx@dYHEz}BgBk}57U)t^cXfpV5(xb8;XQqa
zi&?TVjCjHh^6}z<$+9H=c-$;@XRpdHrEyt6Y%>G1o&TBg1qEH;C*JgUs5qrgPxblj
z$gjHQd#%XH;`3_I0?Dh}G7e1Oe_~8e)_)5ao;__UEmaq17mmehW&u(*3{r17q2ET@
zLbOH)2D)i96I1G46=XB3&W+l;?#MbiKEPW^YV_vI33!zLZ!ava0=z4=2o+IBKzvJt
zWYw3@GJ+}?7z-Z@QahhllXi+PVDh#LO?U0=yk)Xz(iOawFqYT6c5vQx{Mv@E&M~$A
z5&2C`xa<B088|)-xg#w*m8T~hzc%0eYe@-Jy%PzthX?K4*jdu=jkDiSu%-H;;k63@
z#qjq}1^q`G|B^Ehs&kZ`Q0-T^u>Z*P=K=@iSs0;H5DOAKAKO^p!hElkyu4BaVBTG1
z9gYZ%Ne!As+-ZSsLa|yRq1wvWE#@I3_4pE@=@^~4W}lY;Jw%~TVFn{tFu1r}We0N1
zKNu+Dq#ykx<^Sj?>9*|qYkj+$^@c|Gc5%ae)8M49>~(#C(;)vgYQ08nXIW7{<IsAj
zsLR=uU2k8FlvsT&G4D@!HbV?5GKn${G`JmFttyZ66FG6GQKe<o&9N*CbrrpaWr+}k
zFff#r2n5l{p0zHsAp`qAzL<;kF`c!HWRdtnIej+FM!vonnw6&m^EJm+R@c^O#B+Hd
zWkAXrGk)qSoNKzrs&^oV1U-->KxkCKjnb~`r)Yo^+xXSxB8jS`74}?r3!bC(FV=;&
z`4a%N5(QXF4`tliO+Ur|BS~efyC}@o4*ZA~8)C8dVe5m6k0(x5#7Sd>ULc^=CTR;m
zUFjjUOUNGZywKBLL-4=h^M2Xsv!|hu1;w({!uT8(2B21T`06Hm?<bK6$1z>Ax&1$l
zxL)|AkAbtJzlH{LQ%uCutvy~;wghwsH?wi57SA1f%J!K*d8BvuS#JPY==R)-NJ@hb
z=vf<uYuZ&eROtqg_=%4HWdSPR>FI$~D5h&c1MXRV+VjR{%^K@E`yia>{Kza&S!y3K
z9SeD9s1)SPHSud?qub+_S5mrQwet_>2Q>{UGFhrJ?Za@LD}x`Em2ZXQl6-D%Na&Qs
zL#yi@s?1%S7#POy!x^H!8lJhj?pi`$-3u#AHjdDd9`m8YDX?OtWI#r`8pi)dk(B-8
z>)N06r`di#E7%W>f?6sq=sn-d{8$bBk2;}Fj1wO(ZiJtoL5xE?vy?*K7__?gG9~JO
z6uU9R3|<cAZuAp=33$Swosw*8?b$ExJW)&u&F`|Q>Ra98V})<wZv}T61^7xP!wa4<
zeq1Sy2-2R2`J_$oCUN-p(1z*K&4z$yF9u7pZPN@Mi?`|x9a7gieLkK9qeD7$=BXx=
zWyLSPf3UlDrv*@AqCmn+DWI+%h9aD~TC6a<*8WuQd^!(}nn0<?BL`f-Z`*rrI@Snz
zyq%+E4$yQ$o+&K-PC_CS6jaw+@~~IlqR;AzrLbpcL4o&U+N~dgT484QdS9EdjZTI;
zY4tPA<^q+qccxHfB!ET1mtxWPOU~c;H+%o}4h5p4ujexK6vHSh<wV5MNK}KDk~{mU
z>j|Z)9!e5ra|wAP^)|t{xy0qVi-7bRxwoR6I=htmdvpz>oH{VtjfavyT2GhIk&-q?
z^hs6cEX;zT6Ld|L1~pd*f2X-SK?r5?5bj)ox1P7ri>^g(XD@e>b)b#a@@`wdOSsr`
z69J={Vz=b)!OR~Vs7r6~&`&!spbh6QvWppw{0h-QBC7=(bGehrmO*9XV<327I>7=w
zSP?F`2$bYxG7~GP75gbbQ6uU{uNkO=DR#b6z4ou!t!mU150_>&ECG0Z3OcLN4tC)=
z(!6)(wkmgbqR1(g@Eemm-l_Z?y(g3-<C4D}9}A11l2ZA`TTFp-3-!s(-Ly#-Kie={
zG3S!zEA!TC0;3jC@Eh?C*zNV!#Da&O%C0Lz-HW5-6-WBPVgRGXnFF3igMHwrFAhu~
zSBJJk!*D(1Vh@mC6djy>N{z=qg24rtNQ?UaE<nn5p7QH<fBDag-`{TO9vk6mZOS_n
z$t$mZl;)J`l4Hi#g!0J|%d58f+~eG1h)982rYdVfmTpvDWj!3^M|eI2jugsNVmtgW
zKZ=zc%Iw78{S|a^l&-~tr7TeiQdyViw7oT}2pyyb7;Rd+_mTB3_=JS;<n=4pfq3)e
zx8d)z<MR1X4_g0zWMfWI1Y#CGAfco4Z%3)5o4j&hd|D%Xxsfmb3TJvOd^Po=xishM
zFc20a98BA91^`t2(ehJp+kKX4f2|TQ2IAlM<8I&7=4}NJlm{YlXY!C{Y4Tx&BRU<Y
zAo<<npb}hsX<jdcIr(QngF)s4IW=3%(NcDUx=0=!wXvTFk|7oLwdEZxQN;}mR4m7R
zNlgX)wuo;OWB+-;{rudsW|ExCPHLr-tw_QRb@{vvY|Q{bO}6{zY3tjmrq}*+FMB))
z$`$uV8CAUEsO^5-)-x%QuIyovmzHL01s6|S8+KbjJ6q9i@b)$@YMt9p<l*6!m6=kP
z_$iaCkD$~7dLlaKsQdq6>Mg^nexi0^6ai`J1`#RgZjg}fl$J)iI|S+O?(R<MmhNtl
z?rwO8|8t)AoKJXp0h|5Xv)0_TW*B>urM(i>%p=WJDj>|Qp}=#@rTMA4ZY@qFufFs>
z*F3ufSSMrkCt~0ZRf1N3@{S@2_YmwEgg*kjUn5Y%`er#AP+id>KGNm?GLMTN<1a^E
zSIk1WCVgYNWYPIkPUb#Q4asPv^_#pr+4k_BFlcoFGC#W9^&ljr>?^FakU7aE<zgfy
zMuxk43fS23Py%MfA|W84IGis_EZ!{sIijB{;b2B5eZht7_*6}bQG`J)uYT(;=4&Eh
zLRUCfx^~WY5Ub1`f1j@1Hc>H70+E;Z2VC_71BMI4K$~0j{M_}>ss0!s)^pk_MW3Uh
zM?p2Nhb3O+legLxC-c&zylw0+De10ysbzE$#^GJ81F{2caqzTg)cRCr>Z*$rg>4zC
z7b6|EgQ5lEcdY^c6DU9(%KQdKs<J35QGr1WeBaIyf^1Qd%mHF{7P!qcvu{8xs)=Q>
z%9+%-EMEx%@tGpjblx7lmIs=W?<+*1coM6KXgzn>sKG6+=@~kLBy)?wB5&F{mzFKF
z!QcTlM->Oye~E#_h*UkQR1m<e<jkA5+?#n49Wng0ssLMD%+g7Hp-@mZlK^Pg*_QgJ
zxYDz(Ke3SGa{{c_r7`-At~c=4$DZDRX)~B8!vBRmTZ7(TrO~z~07;bu=1QJD3Pv!0
zhg>|n@+&UxOA6MFH_(#yM7#fOTQhjBL*dVvN^k~=mZ-WyKHakj^dZ@UcNb($vqCia
z+mJZ;W))FK^Qx)6X^R-U7#l@exh~<>j#|qd5vD#2S|ZqEwE)2venGjsEcDqOH&fwZ
zK{gAEO<q2%Z*y}k)9Ch;7_(Rf`Ii_A=ANkTuug}w*(!Sq=2XU)e+TtKOD#80AmQ`w
z-@ma&Jp#J}HKMBnoTxD6pS&PhQtFz%&RtIqSnV<BCA@y!y3r4^e+MV;5XDZ<mC%v!
z-GY=$O>{vHmGNmg<r8^uGJJWtO6Ad{v%a<M8;Ir5<gS(;MdsO35%$!}Mr$T?%T-~$
zt)OQ>k9_p{v^(d%!$Uqy!e{|EPG|O5guOwVbDN%Y*$Yx8GO?#)<J*L12&KvRc;WZz
zV=~++w(dvg<(^|)4Drjd2jBMD8^k=x<6kQ+G{DwvoNKTHJ`mP6A_9Z0i%}s}73j`T
zH=*@9EA1bynVLkG9f!fpL&eGyCICXQ1L-o>@yUa}zq9EMjU4#>k!pc}EN(%IWpQ8u
z>{Q>us1;pjcUVa1{H#&EJ90;WGF*QI0+ns%d&3Xq)c%Oyw+5Kxs;c;hT$kuXe7&6=
zt?-;Rz@0)>;+LC8VaGc7UCogHAsX*V#Z`odN|G@(jK8-l<Fm}pKZ+uDFf#>?EFf8F
z3HJkC9ZY(_UO;bnng@UWgYNoXy>*1n=|pxG5p6i-JsBz@fJ7Z#qaOe{3O(@u8mwjd
zxn?cA@^s+_8!+X7ErxuGGbiAEUB9K%erf+tq7DNRHGm7cq$#QIR|95GL*EPO3!_4O
z6_kS#97^h{)8e|Mul(hmV#eK_gvu8vhBJ432QjaT&rY)s#l)luqBT+uNHEXHomNN3
z<OxZ}dO`Mh3A2$a2S*fpSg}`xrrul_&8ySf<ln_7&X{<d^T1ZN07AO}tpN8e&=>^}
zI12H{hSDbAFapzT<d$}YPx#LcFl8srk%NOGOv?+Wm1-fJNv}hGim?L&16>ojv*5H}
z^SSw2QlR9#gMMz$BpDt5n}wSvbwq&)C0nimD{N(j0GzF_oIygcPv|hn;Z3jU@Tp~d
zl73X%uF9QYL|t263~Gfa72n!<m&=lEiYvDFIn}oGqkE_&BFudeZ=}HVLP6WBo`2yH
z$mQ6z*4%)#P*?hmGfHx<ff8bWe;|Rc93;#ckL=fw59jV6Hhb$jBKWHs!+AZ|d8Vdf
z>76p{9v_$(Z5YgZf8M60eX?gmlL*eZ{4v*>`fE2u8{(JAmtOYq{r8*)_McNq%m7!@
z>*-CNt9M4H(O2)+-I%bZT4PFU3-XD|dh23m{;RbGPe4T^6=1+3=GRre<AG<$V$Wb{
z!B&}&jw(Vf4bxfU$Liw11X7<-RscgbyI};1gtu<GI-yQY#f-OV(%9{3AR`Xv?vVXU
zS#qQP?t%m3Fc%RfPg<t=5&&{2m9`HQYVWnZxt(#tvir0$_#sK=Mt2e1-Crk5ablwS
zdhb6F;Uj}%B-7!YIXFTX4}xlk$vPwjU3js&I|inocV}vOU2aT7IfLc^9`OSJioHRm
z4!(Z--?rX=NOTT~lhY(;^KUaGOxh<BCS>Vg*T}F>ayB*>>x~!0U<cDVD)It~3NaWh
z)Gr51bj3aVb&_B%)RfA8hw7YN1I$Z?+`eN?!Mqk?(c5#Sn4Gsgv3glop>{kXx9@>D
zzi^(beLz7)W2!LwscmdJIXYVu7abk0iq!g=qFAV50HHXF^sbFc!(l{fjWGqY;Nuk;
z7jLC>whj0DK5v8UBIJ%dvSL}ySYD@QW;s5O&43&DS6TC#i8I@_?@tbi97aUXppW*W
zK}sM;pi1Frd&VwJ9Q1%6wt+4@*JMBateFr6DHsn1bH5s`xFO+0daoQr7{SyJa~Q0u
zC=)sln0C@`=sPzsxD!5ZTw;Dmb2b~>hI|hdPUEP<m4^Y+|H7PMLV*F2y;T?<>@LPB
zihPd|I@lU5&mecY`Xj|0@7`7b*f-G72wLRdI@umsXoXt7nP_1`WF#fAmK@ahnJ-@(
zXKF`ViHj@e<nR2LO%n+Sl<M<#Ue+0x<uv{9&(^u&<&ldP#>cyBUH3=0F!t2sTaz!B
zZ$e}KNo;lNt}nju%(=K<u+b~Uhxx-#eyaPAUdUkx2hYiae{T2#5LA-N7DiB+&6W~e
z8S;qF-ntMz$fpef(K~w-c4VH%uPNtiMj!O)@53z>w<n<&Na5<3m3#wPLFb2S@-XK%
zpVn4r!=YV-NnCvkd^p6=-~N3B_*|@DCigNhW9w>rSSE%24ws8ZMC@s@o>YvG4s8Xc
z`a^<E<==C%g%*a|XJTV2v76zy+=N8O>c_uEcl3IqJY*Gf+7@GOK?1uYuJk4%CB>I?
zq(!#A?9HC2{7Ji4en6;1U(z(>o)IQLa1;H*c}3P1)2-Cz;6tf%E(EfoB-8Do9~>4%
zmAvw!^WPGa!-T|V!q|!?t){FdoawMykV1o_owv{{D^@h9*&My1Qk=AxFwaP!irH3s
zX>U-*a(xwwgh14gko(z>>!$4^$ZpakC1<HP+JY-rLp?m?<tgb;VH{4JL+Z?j>D^t(
z3krj7JSvNN$n}5t&k8y<AQFS>WdxbUW)}iqqfwHxEz`G((=lUpQZ(P~%V2{2gi)Uo
znfg0m`fmD1eEX4!+`G=u$}1d4u?q^v-3vb7eZc<>>7T|gA%RhCq$;MFNg>WCq~EKv
z1!JiZ?12Q05VM8BFzEI^1#j`IimJm%qB0o((Sgx2x({_Iz<C3aiMeFXE|?~V?}7>n
z4&~a`sxFAXVOYGB;#~|J^S(?!Kgo2A{Ov*ASpoYpI^W9&e6DA>YA~Ht4debXxaKvd
z`#Lr1x80j?WDJFfxVPZ>qM}d!ZuXJ4Q^ydiCN^RtdFzar9U2I=0xzwY6*$X5K(utd
zp~Zcj1s+OF9dAUVkrxvH=Y!xIrN6$A@wmWa@P;)z_u*-Ccsid#WrusfcT656N%!z+
z9YUv=$C4kaki#x><8}lt*lH+}WGlCB(2ggb9f{SJndRkPKcl$@mTFNae!ck(>eY&D
z`!h&Pk_5-A=4gsZ!?qwibky|<T{0e$U+-*C2Kkh)qFQgM(et_oi7azMzm9AUCr^JQ
zkRbD^f@Ij~g7|k{^#%g5R_%vpaFeW3#F9T=e*R87NPeJWY*h~BmP?NADG7ngT?{$X
zIyzePbbfqnLFR6DJ%L9ea`$R=r>5^HD^=927Xt;1ael|W6b9QfA28d1^Muma><016
zHw@Nnzs6T;xvrqJP==k9G*owU!Wu+dUs>Tw%CYgh{Nv8`KycsArjjf(?ecxVZ4Sca
z?sp=R2NvHl>=9V`skSvnd`Zu{wgaU&=2oxX1s(tmQpK3utR5o{HK@e@XX_QH37~o1
zg40&oUVNkTwe%k9B6G53dz@~#@X^wbzXF*2DuZVqF^3dShQ6lE;rTosd-p+`U#v&z
z4K)=6wHy>A-q8wH#JUxOwE$O*nX0|arleSZX9$kb+7VA0=GPaP*I3+iG12!X!;gCu
zF~5w&$k*_;LhuQjekA5)@siD42~f4@yo*)}U3BcSTH0Z$v%vS;pWYpwk8!#Ofy9Gl
z%PtTr9g%M7J}3M9(*`(QU}N*8N%o)Ixbo>Cuc$N~CHYKhq#GuvlGs2@Ocx$J4-~!A
z=Snc^fevJ^p*cNv7bpChnq7w42Hp1d%|%wT$2uqtFqmaLV&d0DbDdSGOwze0j)n1r
zS9b7J>AdwLA#tKpO(_se0z&nz9se$W4?u*yy@B141~N!j{i;Nvq4*{i?+Olp7+c5M
zU7UTZ*H@R<V+NmScJf>Ap-;?CPEP!B>)-Y!00*zlPbPgcGpopl72N7AvEyRARDk<$
zi*#ql@+l5tZoWo1RjtZ4dSuaYe6DVj7bFrgFK|&Qz;Ru!$lUzW4!nkvC!f()M=8%P
zI7tzxyu;R=<tZS(s;fd?&<N|+-O(FUOf>p=ULC050=2dS_5@Z|Igf2OejBKoU{JMl
zCXZ#0LTCx;HYA=dyTWA}VnR-TWybs_qktkD>LPb@yQSy@VOmJ-fkl@6L6TKPebxgP
z<;}4s^D9Y#zCr{?&XLCMkXfwWg-o_uGE{i#g%D25XSHI%ld#efq%{!=$fyw58aV=c
zqPxx02*d?k$0p=EI-z(ni;6@6V7kYM_IsTYZdv>R&P$C9Q^@oGpR^kLoFjj^7NS_+
z-C%S~{3*g}_#*60$6A|u|7DE*x`ro`;dJ6#182^BtrVYbgcP0^B$;%P498JFY|}~c
zFMRbmnvxdGV4kzH@jH=_fym?ZifA#cnW<zq1)4fG1s<xXsN6>I;MQhOvFN)cSV23x
zFGG0PI=devn9X$sIFlp;|K9t|^FKw#r6WMlD;4{<&{%ZI=5ns<V?=|K2%h}Yh{3R7
z9Q&1@fkOYIV?+%2Pf8}Yihg&B{TT+3vHJ)5O#NHlb>J}D9m>Km?LvkE;wj`k+~2W9
zbh3_jhC7Pd>NQFq@f&{uZ@MSpk2yn?1J!OZaJ9w68rUp7H~v;)$tuftU;ZS>J^oGy
z&aY@1Z6#UjSIMcg9c%T)5xz8sQ@H=CCO$BXR1!vQ@dcv2<MH#tfjXM><;knZt9=l@
zyeJ$Q2GGF&3#Z*mzi;`!dBV%K&HwWWFFN-C!C^m6H~xiqPD?GhM5n!->JVBPCRG^3
zVx{a&)`jAs=#3&9VdXDs5E=VYsT}TzypM8g<zfox5q>M=zqP(O#-dhRQrNaYmj=ZR
zHk=Rm_`lP5@H$--;R}kXR2Htm%oZ6qEK8{vTD04Df8+Qx5(}gSD~)xgmqq&~tf9F|
z6Gp-5TIn5c!7mmo&S@6Kf9Azl$Ds?Ru4haN88=MMD5F>==k)B!(K)N4sz_ge<!MTM
zO{tK=Av}7~EFNb9`Cc+{=}l13hTIP&+?(2Z3-`{RL87(V#XNCKU64P+a2^FoS6x@<
zh0mJ0^3V>hJi;IkgMZYNA!W)0h{`aiFsCy{R9pO}AT!ChR;D@1p2x6#ta~1GW4hAP
ztd-`wKwGR8y$iB&^nN<-{I@ZdBfcYjF|_nYG<h(?oi`;f7G(;tDjiua7nKdqZwm&3
zPoy>|3sn>958+bqo3e9r&D>S~V|v^km|+j$t*<IUULNP}bm<#ThXO&%>x`VYUG%3H
z$Y7N1L>9opJn6k(E>}4xex>K<oVV|e7N-P~m0uiEdKs<nOmVnIvgfWl2M0~Ea}+EH
zu`E}gyQ7WP-@{8lg!hS%1e+Mo)?qHxu>KAUyTueoyvP3CgxuEo^SEs^y2|7art@gn
zisI|j_#!wL|E@&i2)TSYTSx!<RnM`i%gB!x+U=%Dt;`dc*H5HBD<?-1pZyX+yNyiu
z-`{O)?ux>>AsM-<&4qF-D|p^O`fC}8UztTnDY&7%HTRGiMW>#J%Z^UyN~^tRmM(NT
z<T+^azkGZ?{K>@HYoYq~t*0!5du~uqP|N)=OI`?SPjim|RY0^nV#T$5afR>0J1+?0
zehbzeTTQJBTSG(7A9JZ3wj=IpCy6??IF^K-lL!0r565#JeCDO=f5$&Rb0)MKrAu3!
z*%mACNo%J1<fqLK`PGI~G{vy0eE;4vVN`$mP!6wNv#OEm!Morskh!*e^W5EEh!#$B
zTz+V?;2RXgsa(n{ZY_p*(tJhlP?u+Z|IDVP(3x6JW$D=RrA+B$HCIB_?WPN7X_?yD
z@Mnb@t+M;RB-{b3&xgkdnD8M)`6kozq$KFp+w*q@2DQ|#22RN@$>!!Zjo$VLf&l@4
zb?2$NtnH83;g<@)5vy)1F0OpqPnOUQ4n<G4aS7ks_eaCmj}7~S>5!BPcW7*UQ(Ep|
z?%JqUZ7R9X?;Z5aNzxqDha@!9IweJFUp!(nGb)039&|aZ_Zcx$5fT|_ey#Cq#%RV_
zr4M}0Jse)`FMBNYiAm)zi&&kqD4Pr{ysl1IzC(GGgp5(#daC3y7Jc4bP_J7qD7=37
ziN;wM6@?pyFST*oKPZ~Rcz<PWa4AZZlG>BiGZ3K}-^moIM`8B&O}j>45RofE-+0E8
zI~xnLsA@g24;p#-=~Of%4(gK9JZY_jlF}9T^AwqKE35d?Hr4bD>-odB)iWphXoB2w
z0$V;CG<1=zJI#CV4CyM<fw?$`NWO{A0Lo$LuObS;C`ii*dxYKW<a`LVN+);6PmC)S
zG5b)fD-I7VFBX<XQVlKO311%v8;rJoe{>^oGL!QxDV-+&z(G}?Lb6k4^@SNjN(#{r
z`Sgcf1y)=t!ih)4$AUnNNS^+33FseX2VaEe`4$gtX}B%h@1O1K&6>7776^p|<li*i
z^i*ubqR==<^M829|G@`I$Y&1D`{Vnf;<~!XyYT1ElQtS5ZJ7tJQAcz6?jtgZrG}&4
zS*cok=3GQ2YQ(2B_jw%%>TB$de6QfKS^1IQYo<Ci_3(u)){CL#$tGw%GqUpXT_Qw8
z0$(Dlb$di(iA0wt{@FnFg_Bp?tG~-Lyr*`mp<8aMeGEFFQaL7NZ-Ce9wKF}lbyPg@
zJjFUbRt7<ers>rKwXYjT-e{If4x0yg3sb2Y#9LpFjSl;t>1=#2?;V&3)D0WlgtUw2
zjWaU4;nd@WK5e#yBWIPC_7514jF10p8WZPlAcFJtK3XK1Z{9+MCp;STIpc{@3+MEl
zN#lthxLHkKFQzl95xb2nysKJ-p43{rKDl-^S0K;Lt#xbLMv!CR2*F(+4*B`Ugze60
zSjK2?Ww^BmbGZ>y*tIEQ0k3}f_D^9QOzmT>=1}q^o~LIY4Cm<4z3g%A=(o$hrDQc#
zf^zca;cy&NIjbwVaQ{fI^qcQJ^u@#jG-a^%SEzAqP4Vq%Vbn>>BJ*4CH8klrb_4ZC
zeDfw{={g1{<G><+k6>jI>7mLmo7dg_cBTwD^J81od^IEv!%}hAiUcNx%0>T<$lYNZ
zGN!Vn$;$!(r18u0e~-&2OpsP3B1YqH&#9yUU5<j5mVaYo$Ca$QC7n7mi&DO&>2s9!
z-PVIMvSM`MWYGV8^QKaXi3ZIzW-zb4p_K<;?dhqk5%bi(X|4SKyx*|0O#Xqg<?+L1
zqF~R_5o)&@B4uUa0a}UOuQ_ly$rIrha)&4SGw5&EjE#GWmyIq89z<(c6gQKGoGxzv
z-xtz$cSqIJ<H4jkoYmb??DI&;9W`HHuJ6+|&*eoUIT6m3t=O$xb<*21=H@O@KWyH=
zy#UucGjf!d&Pk<z#4;Q?%ssSG)Y8iiVc|<9{mh(-m4+uNYZ=d4zAoKS;|P~yzJITv
zQM{4}THsuzzQ+>{f{YAa9PiTyL&Kt`3Nc$>&7pt(=_9DvYuy{)p2jAX%Ab`A6-Ub3
z{H=+pf9I#;PvzZ&m~S06DtbJgQD5vpG3ff#R}Josh2e|oKl#bFJ{iUVUs_s*ZoPV1
zWPEzsaK37teXe-q)4y+sJ!V4-oeLqWqQ%3_t;?c=5x%sxPCc7AW>;#*f8+@MVJTKQ
zdM;h9Ed*}5(tmC+^>;5D(^3+nx~sOLYdWv9`SXt*)%RbX0}UdL-}lfTbzMO3#PKhK
zqeFeLoPBF#iICi)P;gXh{$kNK%bKYd6ga#!7Ad5wYg1XntlLdb=ZA3orIRF<x|%i7
zD7#mFDgypjWgVsV%_BS=nkT7>gJ)2%>8<mVb0?ia)#-R^2*IQ#=xOR081~#}mw+~o
zVn4b~@3d0W@`h`Bwt<`-j_uAnMngrmSQiIs(9@1L25sk~aC_rw=oyP8-q26X=w$`-
zF)e#zZ?A>M2|uWp9H?O*9SNBHp91zt?$@`GPW#hYM-VwRE0IXw3ZvI&Cn$s1OBf$F
zYjZB}C0{^+lA^4)zas?&lE;bSuVzRoCT9uqrf`IYGv+VYRBgSa3$9_#(b}&IcwNRX
z1SYPpje&5ggCsB}cAC-E&#8{?J!oX!V+f-`O(d_~%>V~?|9pw5!|i?#WyQsI2r~6x
z;d6i~e_iJjhXVE}+D;o;aUM1r0c7jZ1G+-W16667>3a37w;2?_lByc+*?bXYP9EmP
z%;JM}1>0t#k@vI-R7ak%i3z=116G&6Yh<!YM{g+B?Z4=*%j2V=5S*3@OE1~g;p8p`
zrb(<fbu@>=Y`v$~Trjs+_4M1L@Ful4jhF#WG#YXZTvCYUy^dP^j@2lSb_OU=S1J$%
z5$LCru{|l2OYPkCbQNr}qk+tvoNCQ4+uy^|{|r6$v7L9QZ|*L9lg#^|81Cl>J(&+f
zZ=FTNSHjV?<c#NZREu(Xd9buyTkv3X)c)r9yE+bu5f#e+W&tj`quVad{G)d#z)e}J
zG6aG~>Pf!7#8fIF0%Xy)r&e$2TB`^I1vP>HCAG?1X2MXwPSw=h13j({pWcG0UktbM
zog=9)-c0x61b%$NWWK|1pHOyu2B8+=wz)4~(l%k}f}uP@F?A?5Ns-J)S}*46J@5WC
z;YzR80PO`P^gXBB(>SOk7M~sM)&9Qn@UAggm3aeu<FM3WRr+#d`0XqHOxcJ8jlX-<
zlxDX_Z$lB~o4L)gnKR(|y+(A`a>tIHTo=#x`l1U8f3Ahopip}pvPnu^;joo)b@{nu
zmakfS<dv3&6qZ?Jlu3UgOM(;6E-ds4uczT%spCF(Y|}F^;KAx-oU7$}1tm4LEN7QB
zq!eR`y!^D{h?F=C-O*3}8;N5bWaFG%j=E2y7f$QBN0JF^gE3+rrO#=zZ(GWse#0V5
z%g7|FGPyFC8q$H<IU8|>8Jn2+H!gDjVQx@tehZf1SDhbbcthxqxWNxIT6fW-sC7}A
z>O&Vg+85tC9h9#V1|{Q(jZF%)wB^*_jq?WVq!A2Nk6QLjPUiJss>=8ACKpD#R@thc
zOArzj9Lg^Yh4ZEASyhMxL(h4;JiFDzEi4G9x$00c<=^OD8WS1BXHTHRK|NgeRaywX
z55~OQoX_nLFU}=_8Lac|6~<Yt6RGg@q!#pdIX_~no~qK`&=AE1P;O(>d@%lnP3q{r
zdCTVY$E(a;KZo;9`1^)mD>;bK&@xp1vTWn}7JiIWa;HQ4=g+4K`NY=y`_GB01|`}z
z?-v$|aKcatq6fh?Dl8!pZBUNTH$5#sPx>a~Ye!;~?2O^#z;QF*&j>ax%j${Rf0XsU
z)Yk6k5}NR&%7vUJCb%4~ys>EcWf5^&-nFp|XubAEPvI9rR_0s^bj6!i<LQS3s{@f)
zznT9YSkCu#{SBT^-C<hRp>=S%7B4vO(11?>Ytl9JeJTc_kd_B2xwO{y&^$W$y?f(b
zX^~wm&Rab?1GG}N>S|JNN56&U=2U`f%FPvcFP6v4-kRxcp5OjF;xIA6b2iiQ)KX^^
z0L{-7fZ6|=pQjNwSTh5(J6^G|(^dAa??l4MH;)Vkv!LA14o$KTs{n4|%(2);YMwMj
zwY*9Cd*_W_m*ZQ>^Msl#FEAg28dTc~JGtz_G|3b2kxIoN-c_c|cT@|$3Pa6Ll8hW|
zRZlP*qN5ZBq7^VFEj(q*;BF}mWkF+oG9x;}h&0V019Cy{hlc8nJ)Jp+3||GPOv*gY
zmymCuK~Pji#YLydd25H)rJqp#*X}ZCIY&ykLA%S;#O0idKH|y_2<vyxnC4GTk{w^F
z3;X&h{!C{GQ@QU%piFjbFbf_Jx+NgF(uT-RWpsIB!`yo;X=%Ci`$ZRiR+jDeyL+vY
z(opB?#2@(hLop!H_S*SsRYcxeo#~QkyIH4XZJ78WU+8x_tr|k12#M_2?8<)Pd*QCn
z9mM$MxQa8#bwaonAByF48Od9EP8ho-<p#r6U7BshbUdu?L45evEm`kwHS;UdSKTeK
zmC)ls(TAPHwFXp8DM(V41x`O`$J~5NBP~~3WcS}1&WGcz#szCaj{IZO(;JOOFieip
zmb~}>=uPnizgOz&2fu4vEe<<XJ=pu%m2|RmdT6Wuy-NSX@83Kz$`T61^#n8!Dqw9^
z>iuDIkaRphr<$+fNO^I$M}>h==nX&W5d8h8W>HL=g$0p@wc}4!PN1j%u$il@p&|58
z5>7iPyv;&#nA(MhfaiobroXxn#K@`tifb(IcF(`;>tEr2;q0tbAWt}853c7{(Ji;k
zKV-B#>wfeQ>i$=;b|=+*Dn$SL{tso-XRl(NM_#SETc`OdpJK01V)5`C?zFL?$(_ap
zZMY_jZRJ$_Eh!AFGYSs<-c~XpA(!Cx6{29QtL&T{zm^AGXWjl2Y}|cD8y~FS(Dof=
zh~<;92HT3BtQK&3{TpwFIaj8hS-xEGHtM<BF8YKGPbsFObhThJJeu6Lf}<)J3V)5k
z?;S1?d;=X2T*`fW$N6FHL`a4YCM0BG`@v}BQj6MY-?2CRc*ewCCRUY*t+=!{F=6*&
zGO5w+be(@=^WuA>u43_Z8w&>h%o6K5kylH~`@=0E9XSj<kH&VR7sr^)-%X6R!gNE!
z)78kTvIKvU7Pz-KyhNHpHXi=9xJ5RkPVI9OBC8I+keY2ut%_iu%wZuaR)@D0epNT{
zTlT0kfeWX-g~Bp|$0rz8e|lQb;~R<S(7bbAzC%LOb-lW${GIM;_F%MgbheYtf{v+t
z_6Wb|bTp0f?p;9pZJv+j(2wc;>=5kZ;q6t-+Te`8Tr__^0w!BhRh0%f>3c*equvk*
z*5|6PG?<*tks4)d?b>H%izs5U8BFQrNm&k0xq!VAG-b_IllxigHC12dJAc8WSkSn;
zi*>u377GcrcYbL(OGpfK{cK=j98vW+oqGGgRka`8584DKU>SOSQL6R4?^IMIl*{l#
z^>$|32-~pYP37lPT7L6YIYucbJ1ZoI2a?M)(&(3M+9A|(UXMB{De=UAs^%a{lD3mX
z0-p@R?oKaS@WW=_C;slvmgv8D9C9`>n$GHX#a2WtRr~7K*34FhQOkCDbE7%_Vh40H
z(@9Bq%8OIhpCIZt!N#|CnTQ^i-Ylu3gW=$ihd{6tE5nyGWjLzk<BFy29BEKFNnuL;
zw*C8J%;?kgSXYgG?^S)yz<^8LNyxu)L0Bi(`SWx5E-Q!QoWrVxmY6ABEoXc3bPwi2
zO_&yC#i_H|j(13e(qARiqj3}<Z=d3!z+~F&Q{Kn-0<O7U(2!<4*gp<Big=kgV$k~H
zrs$FMzg=i{TDMBDhcyMVR4+f!Px8D+R+xU0F48(R53aXY1aK3dH>rCaoIf(dJdqy`
zA5M21-qaLZC1F}eh0~)EFto9hi!ktIzhYlsRNK=iZfGyKIJ?0C!)K9U@{U|PM_hiX
z#FqMhNG>(Er>*uCV7rdod4QM2Mk#l8Tep@vc>G6n-`VG9%2J>Y&<ecL-XwWt<-tt}
z)=GnmEEtcEKNo&FN27gCGHF|^+}{>gA`DM`h&qizXJ%n`8aMi6c|R;HqF_&kg#E%>
z-Tz}DZ{ftD<YP@<Lj!l~-8DJ{kXB@VWK>5{$s+{{^`33^AI{?mny317bP$HPH*n3&
zIBF+Wl$6Bv5k90|9qh1CL8vr161ls*Cn4cU^R%!kZt*X?J16TxO@93Y2>6Ai-r*^v
zleTP6NG+CLY9t(9BDt3uW_jHs?JqPRp+39>?L4vdZS3o29@@Oi6blT5a=V|G)6k@L
zTEFWs=X_H};x;4xnNhj55(~zaNy|+~G}%`@If<^x{OeI_-D;`SvcXPF^~+cM{L!2r
z`Z<GZKaine9CK~C)YjJT;_J>jnl{xhIj5#<oTEExq-s}>=C)n*JLufb&pzWHCf~el
ztMLW>%=aX_V#^=R&A#g6E(rM}xgzNlPvG1Hxb9haYaStdD$)8DE!~)E+g-3wZQLIh
z*q5h`_n^vVweh_oGs~(ZP>(<D*%0ptPQt>Ef|-^#R1zfj(2evN>B$3<GnhWEN?KZd
zm7D!3yr}~G{215QdGBCc>5VhE;^F|^ELR#*Z;nJXO~PW=1=JU)qUh3#ifc#9omNom
ztNZ((g}&{4KuP>&CrLX!jhK+IySZA;^yWG2_TE8QyWD=p>RD%*1OIS1fj-Z*dQ@k>
zW+QLb5iXy_UTwUjZl+F81s!0bv#p&;HJ*q)HTLheuOIm-a-&8^|D?*T-XLiWGYjz1
z*&y$m0)0DuSmh`S*NeL~-C}EkP4=e6$lhQQmhAHSSEfGHI46{zZJ#NQuK0s5v-QiA
zDc1|FH;XfBHa1jF&%Wl5_k-Cqb!!u$$5Z5!Y4_G~<#RnuGCV%TN&a#`c}nE5<l!q%
z4EFWaDQ*eh-D#@+_fJ5})0VDSMXF<7mAkw-dTL6S_u&y6sAH<n16Hv}L60}JTcN~t
z!;OSTqO(QTXU-++SONx0JRt6;_to=Cy}6`Pu6LVe{k8bIvYQz6l02I<8_uM`RRZdD
zS{q~QLS$0sdK2%oYvGA$!8=Q~l#x?fZigR5{2A^0#wRZ~2mK;__U81__BRf5MR3(%
zqnMl=OPl4NzlD=3*o+NS;Dvg+h3@n)FZSW*66@1TIhq<}9WELec%(GR=EJvOXGL&+
zpycGh#TIAEiAze-#($~`3>e7EszOpwaCf<~%aVy;@@P$+KCUh$iJ;U^q2lQoc`U`J
zn3HPEIgE2RyE;tx!4})^!1SKk@}bpl#?W!>v~0cFaUs7@?_{f4;9+v?<CeS-Cb_gG
zF=ZhH35g~l?vyX_?<QTN;%9ibIwSJnn^Wmd-F*X<7tN%7yA4l|hf`KqSsMe#nK_Eh
z+dzGXqrf~Mb<`9-0~M&$;YMP>X4~wGwuh~^Wot@c?ey}_VnNcz2JSOA_9$pzyZb*c
zPIoOr2=_`If;#{*E2uUR<7r|dd1c9g&7bw*I3T=~X@_i1x|nCbnjtD);7&SqO_2Tm
z`CrlR7nNys`oiO+a3l)|Y)rd?$y9f2h9QOA^phnqX@1hkGY+Bdt*8`bAC0n%;A&F$
zr_{aGL0{>k)6viG2P&u@z!^#R5D<==E6rQ3_pPJWdI3kNoj;QoXYk?UAA9dvF4PX)
zUfJ=-_keGF>Q)9_&={-kB;XTy{-YP<WfGUFKq|TX(#Rhw5moD-JS-E?_=q&BlP{{?
z=E-~<^|j1wIm++m;EF!+wMEsMj-mnR|4+<AGU?y!7c_)LNYMB8CMgg3K1lrhNyE=i
z8$vYuREO3K^qOGIr-6ak?6d2-mf?AyxH`jO)vBsN=ac2iQpUiR#*V-vQpHLdiU`}R
zH4z8H7O7HDimW1Cgp$@S{%NVbl!bq0RAj&R;GG<ikF5rh2EzovLVFLu!;0-((1oGl
zFZq%a5(Si593W2|iKf?jKBA0dk_0}k8Y!r|{|b3u;ZDD`WuL;E+}R%;-``)_-q8^P
z+VbVWK~QLIVAWt#w#rL&a=bSFLRK_K5}y2`+M7CvpFc^PZ#vRT9-KX@!`d)Sto1wx
zj_y^2JS7hrWIZC;P*>K?_U;ZA?O5zp*O=3>meM<h$CR9Vmia}Upo`nMI+}laNqRK+
zR}G>Z3j(1Xi`LMJ^>gUqp^e>D&HGc^98YZ(7rSaKv?w13Qo6RNXmVQHYYkk$Kd^E3
zHcnO(Aw0=lt`AEv-5t4ZgcTGf|31#QoIK1e`i`yuPw^+3&x4$jl8mC=YuN;Z4d+(!
z2PG!H0qyM)&MGH4+&y^7QX+?OoBJBR?dkTt%by#f7}uuLdDmqJI&*W<FP#22FArE?
zV~2HgELL_ULV=sPe$|8YOxeMXFi{^4Uu^`XYnh*fHu&yJenPf?->3A^$(hf-N*Kaz
zc==W)oFn99iD;M=PN@}B%T*8J=;-ZFC7Sl@q+l$jyZz+o$J?$Y%p)UZe+czo5o31J
z=~6m(gI%$j;>9jc!yuS@+%rb3xp>I)jc=7Nj8IB<`Tj%ey$y6KXRTI%m1~@~Z2!&+
z7yq|!1eT9RH3Kl;Rw&!A9n2j$x3w0he1$&gowR;;I0?&>z@oyWJ1&n4)>KlSsrJyL
z0FNV)h2$4Qw%e2iaR8vdZRT*BQ-xGR354xkdVdO+(<_^s!z^2QzKMw;j#4A$NyN`I
z^<f+@k7&x7&D#Xh@ur8BmYQ&r$Mye9VYg1?tJ6aCPX%rMl~O!gekyPMrRfYam)I13
zVSp9+LV#^6^(&FCnjoKX(Hc(q&wfin7Yk!z%4LZB#>R!1B<)Aa#)x|tSQnRtTL;Gs
zm0u)pcnH+(BGod@rw2^fwcLCJzrnC;*!`O5jZ(j6nBD7kTI`psOc!gD{yjD!ySfwY
z2%n7crj7s{$w2bDh>kUI`{Ut()JRqlj|Tpx(`!_{<Hg|B>gPVTLXZ+mtDkn%tvx~d
zgI&0iQfAsw>w4WID<?M!o^~R02Qn4al?J`CD(f?*u&6QaOTEb#m(rRFBZ=t#e?Hm+
z8>f*%8))a1Rg8xJ-qQh+*ZH;WDZB|Zirrnf{V(&t!Jzr6<AY@ck&&C(|G|~cu<=GG
z%T^}DUU7%FxskY*fU>;~0PfQOY5{?Xz~E6q6_MapcMVvi>-NP#;XQZVo9u!bzkmk(
zPaC#k4H~}`$@)5GLbR3%-tVp?mX#^%u4H~>o;>p=nvb~WhL~|FE7^~=((YTu{_2`f
zzfgxz0rmaz-$}`Xjzw^q!Yhh<mkEhNTnAd3z(eJ3rMB}ysK2$X>2n6BeWLNCnmBHe
z6YHhxwW0qT`sqeK?Q2!<#xfJ6j|~dgrSB^+7LvjGaJ?3)Hj+VbxXv3&eU<P<4B~T{
z0Z4(zVx05*7&kP;2xu@iM`!XI$ffbw+3lyBm(JN)um0$#7)=xZDt8fde`NCWyB!5}
zx3#g<x2V%JpqD9%!_6n15eWpbWv*>6KGBl7CvIFKt>g*DC}`l#Rgx!}bCIZ4n!WQ_
zCWz4t`?xf{;$B&@`eEQOu_b|ZxJ?O0z^-O=;nv4(#m$t6N{c{DHbSDf+5dfoxpSj4
zMhdsRFT4)Uza14_{SyB+Z6g;LPHn_cg~*OUzGpWiB1<l4L_5n$+ZD<XWz{!zvn6+X
z_`-gFfU6P`(d7ER>cbO5sikL!wwv9Z!ly4;WtNi@W4hi)-_z_plb%!Wzf}HF7c;P#
zd9+E3I7LwA=1Z|i(?wNsof@McW&GkFQDK**XB#R0Z*DOeb@xQ*$1k*F<gqrY_vWQ}
zd0u}D@IQf#JZL1dOxZg#l2$8?_4alSXifgX!QYy2r%Gfg5}IzYW<0p+zX>?M5QtN~
zHG?wvLRU`mi7{9ra=yD~XL9Z%Kn}>Ogh;pdoNKdPnX195kIw8~IaI#Qx0g?Jb<T8N
zwMB$KT%`cw0Fq@YWwa}!dy(hs1A<a015d{6nIvUmLQOdQTxY|F5Oh?^CTjlSt=ZUf
z=M9G$&AVVVRY-{CVNKN)b25cgLX#`{MOWAorD=#oQzQau{n=yV);km7U`ay7d}|g!
z?e?l?tDeI9VnFxeaG*}i?u))VdDvXMbO+r_Y1Pd&2$VbT{fQ8e6k|2R1}JIE)-PTN
z$U$FM(ZUtKvA7<f-7B+jG<UB5uo&i6niQ|ye}6^X-Mh_b?M)X=eq+X_!+AqOMjMWZ
zCs<hcQ-7VreQz<}K8@##f|L{_o+ly+P>e*jVHn&J;;SS~tiOGmeyrF=0AHxx?}?j*
z0+PiGisOOI42nR%``n;wd_w;D=BI`mVKS?)?VSzrZx}~|-b)Ce>%^)l2q-baz#&!h
zz0m7yq13;d<;1ZwjN3%t=9KOloD&pNs%u?phLfKZ7nPzS<7tVx9FqSW%E-*zK0F*{
zvEl$E*o`BD#gd+achga;5q;}feBea0@JUi~<A~YSs_@D>SmZ^?AAqAmt0Rht2(t9X
z)YNVJj0ZueUn!}oj^0HukEF?vGF2l0rTP9HK>KZYX`1FSnrT+)CONTg2{kc#-?+*w
zFIZuJ!~(=^cNFt|et2NOgu{k8P*4P|usD|9PE>_V`m|?3ym3}?zo1OIv-o9R3d@m7
z%gLf*z`svZjB;aY4;{QrZke*cj|?<D;k%k(UgFnwaaX2@c`mXK^(=}=Qd{&M0+NQH
zm-CKcumzcf%TZ87p%FfGi87=v8+vX)-v$*G{(VydzmpT@7KVL7(mvYSiRg=mh22G^
zDcdG7RndMUdVE*z9R3C^*4P|H&q8OwujACc>1?JIO|vm&FJ2LTS*-Qkrn@gcSt0%;
zL6_{QyMSg!(_L2zX@&s@6`b~%dS$v@yXy?~A3^1eFzShRe*G(#Z`Yn+o9lGh@YuMs
z&XKhivzJvfo6)b)e6KJPcCk-Y*L1fVS6}os_&*${mz80@`T*`O5I8uwkN2k7FHff*
zAz>Pr>`i1+QfXo|b(1HirZTkoRPL{Ap+1t=dy|NuIv@L%=H$nMslMT<pFDCD=o=3i
zh*HT5XyhWcnAA&uUs@BwT2c!EN3-Zs?DOm6_ArbXep{#CEG#Vb@2W1QNR~I)Gr_{J
zE8*WQnWp4DW#z;SgMAheiJ#N?*$csXxH(FRlQTORSy8o1`NzjaV7xjxNwTp%yLcs5
z&z@gK|HkIkcp`iEMUah%%j3!5O?g{od^V6!t_MyrQ@_%78ms&NZo#oNgkm&O{%B?Y
z!9ib<RR@dd*7}HJ--L8-J`t$xi7Q?sc2^b30}zzR$fmT~lxE`})RnHf^_~)6cIgms
zCSpgB3<qdMjQy<Z^sr62l79R8ze;zsaoPfT5tUS)z-YUfSZv0U(2S>__xR+JG=Q8x
zF*BjRm*pi%u+z7HA}y;q*<O_^xVP~|KxPq*N7Eb-)Ug}Ck9W<F;+-T_ApagRRfAen
z!+g4{EA^v&`iDA|#I%Nx#0Q|^VY9cVdO<$lt&|r>N5m+870`Wiz~&Pbr~LMpmlx8?
zipp>EmKJj>>q^=FRw_h9#551L586*wK`Pq#Wv{gUTVgUEy<GsgpudyWsxp9kZUVgH
z42@>XnEcMp1W8G_P7bw=gk}dD6Lv(8T_o;vf4HJ*LQt19IFIcEYik+sX88sHiW-5Z
zGvC=nCa)94uFK#AB{xR?*Vhl4(vv`Z%{SgLBRjhvINS(G*Rp~1#QaZlINwjj+R>Uf
zn0~*I9<Sw7!30pr7_B$T-2JsfD|blmvD^7k!`wZ(ni_(;C*|x+bJFsHW!ZLh3YjXg
z+$qe$%zS#JBLi5sN9%t5tqvdqt8R`-tDc$}hw_{$_b!yczWp|uma2NyuMfNn8&KMJ
zt19Gw|59xE?)cRte@i(*mv!ANcU&kZi4@hx=S=xqXO3dGum9Iu<l#IWBRfV@IoQ-J
zrqW0o!S$vOG^0T(IwXZbYsS4j(#M)>?jBMW;KnECr{U)uMyY9-m@uq9SwZ`1bVQLu
zZ|qTaE-8K!62c^MbBc)9!XL=+(u`4)5Ep0Qau7y!U_c|XRNo#x2o0}4_uj~XqcoBb
z;E=WQfrRoGEA4MEAQFLu$(sw;3+iIOx7+uHE}F%1Zvzx(o?|N~FD@cZPQXMBc7A^A
zufB?)>(Qa)*{-f{Q!?q(!=LpHGq18T8$m0dxL8??zK$$+eCj0`{cr4W==FzsCFY&7
z#gUR#$s_NJ$9GMaU$PAL#eK#d5Ww&9@ySEMjpGNK9gw8~Z5h}MhF&{ddbOI6*KF*W
z%ln4Oi;oAc%#l??H#O6*u#G7_xxaztFA`2_OH2(3n6Gf?rOp+(0zC_cUX8j0SVrY-
zwc#q-IMSe-0r|3yk!g?}xG@U(<p3)J`HfW2yNS`Xm$_0j3qUKF4IPuNgXc}>WlwIM
zp1sFN7q6qA>t-@-_uAw<BzcY3x^b>V_wx<K--v`=KSll(mHhG%0EL1AGdQ>+;Ei<;
z4#s7yjDQ;-&}=WRtt~ZWHKZhU2~o}(Kj)x>@26)P?`unj6nwB>Z-jyzpGI;21}q6l
z`)B9g35xP;E#=VGnHC!3s?+8UsWz<#cL|uum2gmhhf}9_>HiU00rd%>?A7y5W4vNQ
zjH}6oi`|2tOrBb@)nO|2uxvD$1+CukbY%uc+s+WsbGN60ZMh9Ni(eY6nwXy5$);`V
zDVh-YjWGc38ymB8I1Ks3)fD0dxs=GAOAg%0Sk0t~&*WI=&kvsGLrfj7_{+z~t;W7)
zcX=?;-@9pSxKEn&H~*BBgER+SOY`s7b@l6+hUw$Llp9Cv*2Y6)E~V@Tt*U6v`IAWP
zcsq%vChHF*N9p8ax{OJ<`}Mt2ijv?~YmX2Hl9oiaV#g*`DCOM-AYr*Z4O3=i+kUSz
zW9NC|tlz!kIyX9MeX4xz@+WO<X=R$FM7M6A+LasO;ELb3#fX8eO03_P0v+y;U1eum
zKFKo=*XFj#{Qj&@Z0uF@*)?zLqnk@`>g1FSM=WX4oh36<b;#`M(jeWziKSfT;#Eh0
z2hJ9kmRl5^Lfe+r_;@nelj^=2<Ek}Ma4OcCP7ddrVO5T;lKX4+BwXC)^UDt@oTogM
ze<BAlG^8m%aeoSyKv6}<n9V577IP$WeRL-{y*Q%wHurVN2ic<T?&9@2AXVz?$GrVv
zT=3x7P)ftg>%h*DSS&;|qd;f2zP01Gv1ffU`#0~pTrTmZU$Y+8yC_<G>$5iPXEL(*
z-8qe_s)4aF2v=7o5Q*Ad872gAmdnfMJ*Gjb0{wZsraSxL$A>0b2Q_|!nLfwmnH7!q
zgKJ&k$dxud6!%LXG+r_|T|Op!`9f7}a8UPNI$f*-<l+?aFF#krM~l0~!|oS0WO|oJ
zJDj<n^A_c*kQX^6*cm$4Cl1*Vc-ILJN^>%;aHqY-@&1(Z+_uq$>6sLbZU#TF9XQz^
z)dRw#cM&Ji{4&CB5I?bj$#;!c-pcvbvV4YMmE``;A}&gP=zP}U>|A01c}al<d?Ica
z%anj8I<Gf&yt}e!Jm{WrD4)$FxN~9QXpFeR6X+kI)dLnUnasJu;Mb(X6dMo$BBp8a
z3EXtY;j81~G-2O+>h2#jTd{!!+G(1TS-U2d<InKUE+*9`+IM((dTAPrqLKp2#PWqH
z(=VJ7bS(dy1#pZ3S_JRo$-7({>C`l>&ahND&}YC}=?8MxJ17pSBaeCw`Hsv^G<*v7
zZtz7>^o!+uesCn!=AkgdyoXs6Vp*)HzP@2>WRkKZXnHF0LH(m`_eRs8-p9xB9oZz7
zG-#|HtGg?!8^0@xgo<Iv3k-}{Rao)Cz~4lx#(OM2;a?Kq7%;_+&urr8qlARzSuA1}
z=~`eZ14=NhpxNRR5MTxjc2u0y--@5Q=I1x=b@l65$p&cUjNiban~mOimCGxG1_ARG
z5^<ZOt$WhqBx}C&Df6ZX2<>`6P}%rrATDlldS0W`ZAEu~ZT(GM-HolD%vYe}4`L>e
z**cBVB|ADhWr1a_(s%cn48!VL;|stTg+)buJw4u_{&ASwQ>9ZCv;RxVvHV513ELuj
zMUU5p!g3_$5bg7G-ia3cK+*dh-sqk@t=FtWISt=xUVWnwS5)Mpt9ua;I!ww+8$MB`
zW@le>dS2DjW@PmEM6fvQF65vEg>uHx{dqe&M$Jbfv%PoXJ)b4aW7GWRrViCxQz(8|
zxc%}|HJ_8K*>vb`o$S@-M)Coq3Mh80Bw;fRLJ3S{SrdZ)(esYx{#Vaa0Z9PcZS%E3
zx;&l9kdX;4sVrj?8(&VD=D8&6I0LL%pyl{R))AiEj~a;0G8orIi}^dkRhoZUQhv7z
zcl7FufwYsuQOGAiUe^4%6WGVGU|^UG;%5wtiuP42)>LLn5<_FB`KYRaFx`kA*;A;X
z5)eKrqAr5=k{0$3niK8AT7Xw;7`Tx@`|3(w%TtdI3CXbea$^hz38n>H%&XuPOu!Lx
z=FyKKKZ0ecD{~DK!>qqDVUc<8m%b?<w$2$r(ERFN10YhfRg9i%9yx0F4Prvv3{EdI
zZ!2<AQkIhYLkb}1l{lHdD=Ukmu~`XwR#jJ298R`8>RMh70=;+Pus<(vd(fiksaJL}
zPr%|EgvFo&1$s_yJn#bq742Aoy7zYrZfS}7?52rxt|+)kDOiS8<NVUF^<MX0DpMJG
zLz=iw%6GBO;Pi+Nk4{#Fe7&C(^5lShQhLzR#hp(FYk!F-8!oCS`i}F+m38ZpKegof
z-T{#rTNh)9B+M4uhznECeEK~~OO*0Zk!6^kg<-pd3{r1dDnb_eak$VY5?+S%f&>j<
zw^Ps-@=K_r$sn7)b>ZBY?Rw*i!u+vD5I7c}Nik5<BV^<!rmfTgI7C3SKRc`JS(M;d
zulv?B-CW@YgXfv#sZ9(4dgb!vy@!DLx3$uYeVdCf0fGIbWVG?!IRd!*q(GJ4oS%jU
zux6rKBC;Q&xyJ6Vd+O}e&mO7r6Y?qLSV&7#6I`c<7Cr{%F`X?>;q2A7HzJO3P^Mp~
zOGsb<j;yIc1@_?QM|n(5o{~hyLh?6n!a&+jR>2@t$t|@e`6TK_p0e;w`}|)&qZYF2
zc6W5)1sW_ngJ$Q)|9Oe&x0dlOe}Z54Q^xs|*02Xhq7fFh>*1OmkCeS?Ps72J;AxYN
zE@0C}h;C6kHv>{0=+Rp2a2%xja4o9r$%>(_KF((^Wp59;TFxPOn@gSMYG@Tq<F}|R
zNppOP;}kxdyYE)22H52_K_os`TnIog7dux!BcVu?LP0DP<l?RmgL{B0-iLW@diBf7
zprAPVv~NZNeD9DTvc1mn;n!ODPs$YN_?$6+XO2*SL0)03!<P${16PlQmOSWs^3qRo
z@j!3weX@*ftdp3Sd$@!#+-O_K-t?W`UR(w=7o`PzU7IV6=P%qN=};o<DmHHl1zZ%G
z;`}h(xvq3ejzoJGLc0OKrnFxvzlWv-R4pe5QyaOM=1URC1B<{L?MOE?scsw_zT!os
z>wOk2DPuJ)ciMdMFq`Io@B4z06^JR@jyziPcyP>l(#BagcXbx3HT_uY<2+$z76_W%
zjn~?48WsMQzHe6|_`k5x+M4Chp9P=_e=4YF0(s6U8*AS%+I-sB7cw3xp}W0<#gN)z
zr%6}D4rR238q7pVY4CiJh{QhA@)FtFLi)XPr8g_UQdTZva3~-Vm7&wwN`AoR9g6OO
zf1tGI=MNMT7Sd<k5u6AJ7!v*zIX>JM_WZQ8i}ugEveIQ)<~3Jbny<X@_qoKlF2~RM
zGaF%`2K29TUy|x2?}T+iAtS*H<<j;4DYqh*Q*&WqN?=wA_5F*AQT!#D*FGl{PPlw{
zc4gl_I{Su+3DO|mSp_IEF+-?XXcvJYqoh1d=#3g)(Z4yKd690N7dQ7TeB<)Ii}HU^
z1VtH@Pxp9%a3r;=V8?)DGSg^*rMswDVQ%WPVzGc4mYa)`?dMwm|I_aeD7sX@9;x92
z3hSNO6~l}hpZa`mjk+pJ4>huOU+W<~1oYzdT5_w*x`|o#zkzrB4S0!?BZa{ASiz8z
zv&MLpS(X|I?UXmas)Jo7iZt2zdj1E{@t6L!q6UT(6ySrM88l5P_m+32czWJ%Q(@t3
zI+mA<LW_>E>&zOvfeh$&IWC0HReubrx85O!5t>4M8wkl!ToCbZb)qc)XE(%w2)6zO
z1+DNK@q&u0scDJZd;dv|R{3stfQpy<q~}RtJ2i9j<4@1XMd;bse%w{9e^(3gYNuIm
zPq%(-zUCg(dPV(5rl_@6o)eQ20Rew-&61<!Lo~|TdwSk_wvD`d$G$$k)!}VkZxP(y
zF6)1$=UVe)y6C7UzMjcd`Qy|5pD#`5nNYD}19J(rfwhTv4H~vvd8{C`-@6#5C%uD%
zP>UN9=XXvn)I+*eecu%QT@}01ZX7}*l{!W<YHR>FjQuKbKp`al!W!S)EY8frV&zz!
zBjV`l*2J;4ZDOtcCdE7B%Q2?K;&2}lU)xA2Zb*%*C&C%*-J{X`Uu9Qhe&Z8dJcCzE
zNKBmG;KS`e7|=65f{!I)+uUNdH@-|rMAU>tP~-6^#Hj6V8w9MK-V85Yl)|tLadDJI
zM<EoHL@A&;<Vjw4)%*Xh8bqCv{icVws<qNpFXl>NTJkm{x(rsvDP-&CDD3xx;2j0F
zs6mY8+j9p$#4G*toCo+SC8L*{9&13Q3x;nL&$k44?{7btdM4#heGCrE0hXb<<w;*>
z=l{pnR|drqZQaHR5FkN<TNvEkA-KD{ySqbx03o<L1PJc#?ry=|-QC~e-uwM~RTNNE
zG1Jq1dau1?pAO#~5X@D;JM$%>$X~n19gd7vZ$%1&)9zg<?xzwlehmjF`yw}9ry2t*
zIe{&Um_X1u&)`{2-JPq&s#(~R2PIR;m0rgkp-P>CowDesmS@v<z%VL|u5@RlrK;|q
zi~$R_aC-*?Xgb@!%o929{}dEF7-6(?@9hz~Kb+!=ikShI&BlJu{=T(qDm+DQcsNBS
znKS8kW+rPC@jdOImIm48k^N1$WJ>7G5}!;g3JyV0i95=BG&8W9iz|)Zp&-qiAzEyG
z{w;+#QB+i{CNHmU+p<m-VRVcJT-(2i>F&wdH%`pt_4aib@@5tWg&V)$8{|bzBFZ|3
zB6S6@s@O(%?%m8E<z(g!{E$ST?Kb4dH18f)S<VX~NBLQ;Agv6jIMbI16~G<@iDFg{
z%y~et8=O~d@~>A4W^{hh7OczX9&_yf2A-fJu4s3=pccKlc$TXq_Iig&w|B}QlBtsE
zWjvzC-;Mm?cYmjq_|7fT=dyvj(uq46|3LQxt|yHQshzK>876d7`0#DGJ!rQ_r=~gq
zHv-1}mz874Q5oQjKflV1OAm!!h&@DL2pa2<!5|x(8q<tclUFSG#vdU5sI#2E#H@k>
zH!%?9GxTf&1BVEyYu>yvGJ<^}B2z=~R@C#36*~fsp6^#_XVrfX;S*MD>^W-_i@7>h
z^ep#)4pVYXRsOU5!g~6a@Fv_Vj^ipn&94>>AH~G(j&lOyxw>#mioa<I{MXe;;Qv+h
z5@hD`xSRdrYF}e?(6I>2vj$mWvyFmIkHX)Jpt^klxn-`8@gurnUv&L!d5i-fi0C;|
zIi*%w6fU<YAdlRBW3zaAR^D{qcG$Z&*;86Uud~#+Rn)5p#)QCJKzlo#umt7nR?x14
z-tFd=b+oD=BwqjO6&;<Z3Wx!A2k&+hoP)H7u(6t~%iDB9HI~S0MwP0un#G=_)}$vz
zyImtjOjyoK^v{~AiUZ8t$wbU8kw&qfGK84j4C4OULe5-G4Nw^RO><)uq^S!scoZd?
z8vR{W2&=|LF*YW_X%I#UVdyn|{l2Ok?B1&nI&8#Odj^x!UdzbX5+3%9CB-KNMR{Sx
z*-w*)7<W6y7=JSJ0#akYd{8w+GfwzZVDhs$miA7S2+cGhy};m?cPu*5T&%I#Ue&Nx
zFrt9K_Q|Y~(CPX9AiWrF`%BoEu*wZY{oK!Xzres2IImyQvatRB6BPOlu;5?0EyO?6
zsd&Z2kN~HA<Hq`BW&oYMzzreD(m4EV5LWGW_nx&#xy&@LAPPJfK(P7A_5+h{dGMUf
zpB4K)70+Syk)?;X3=f>8J77>>&5%XhAaq^aHIa<_9r39s{&Eq!kc9_<6erscF!Awn
z`||;@0Z50sNN2ymVxnw%2Vg8OkBhT@cA_bXlhgfxhMr#9G0$g|V!GWzZ{0R9bU5qJ
z9~eqXxW-2F({sDlmK?nx&5mMsBixP;P6nOQC12TdK<1#H4f;IRd?N@UCp=9{1ZX{=
za006+Lz<+tiZ)%1*$ouQ)2s5X_6$AoV&FEcOpJues;dvNTZMGZslJP{hXjhe2kngj
zFqcy`iqN@>p_<;NbXB0H3rq^{tEAb6TSYoWsmOi&(Hu)<rx9?PF~YDABH;D>;(Nwv
z&f@!+TZP9cbnj7zo_6h-^iyqmGcxtZvwLwadveNMj8#Ph2g}B`R0kQQK@;8JBLEE$
zQC2SKcB^4RUViEvD8nBQvbaW~*vUZDrtUn?eEzElP#H4?Z$bM--QB%+eNY7mUeP=O
zD{7=aNOzwbUMmh5`GI*F$D`o2mGpO@u}|Qp{uo9z)lXH>1;DU$HBK5N4qgVwWHK8C
zTD@V|+*u-yJy|+}s6Uxh9FHe2z+4>!Zf*3D15=C6Kve1jytR@jo|B{pP5`XbiBa1Z
zN#wLFRaLtIuHg@%!DZOpEDbUo`m?y45|ikt-(vbjfLDT__hVzg575Z*89V_wxwlG6
zu=OtUt7BalPRs*LaKvBb<M{FMGuFOsi%QuPUofN_Y`<70j#~8CcK&K1hQUM5{;DBh
z|IBqNWTM;}U|@awR`D^c_Zw;5=RAJ@q9W3!H&~~~yT5YKdY01F$+){vl{7bPFS*x2
zHlxzzp9^}By5gUS-_x%h91w?7#Wr_N^<`y)tR2g>H>|0FCD_v|{CM;{7gQRA?p}XK
zQjrZz1J&<IO;#!@l=$hp$((7Trl!#Tg7p`>hl5~z;Kq4AaD?#1kC@C-iYp~#3<mBm
zBzF7tpPa0rong-SO`J~S9-JMsyyXl%i3rinPT~zD^cV?!eI`GF$sJ>}@uDP7&*uNw
zc-qTXI@d!Ankquh;_$0wvz=O0-^rpTW`~29nnN%4mJ+C_Vga-N{L|2xwUIn4WcC%s
z-WjE@#aGh0j4idZ1zh(kR}9zsxqhnuRmdj9|M|X<h~9WkCr-?%A*F$~@gg0msrQQN
zbKeamzPv(8xjPXl@nb<(A+4k1`K;;#=<RqG#nn*=J~*e;QkdOg$2{8XX%P1VWje1X
z^pSjpD7A}5&^+_=8zLb^b!-j@^y=H1n~R^EmUZ;>gj#Yr#wP`pCb?xvliavid;}wH
z=fm@QyK@SUM9sMco&88y!}p0h<=irOEm<0GB{(FY#+OZTnka~La*J@HYD5Q2Zykrw
zZO_P*?>h0^8w$2Jt^{4M8OLSw2?^yzg7RWxr3on0Rb@r1DmRXwMe|~j<p?RW1!YBj
zAEx@~4g;HGp|jbT;&+sF3N64MjGN0PMYL1Zo%}s8cGzy>_Jy=#WxQgUkDp9md`hbp
z?xEVUMHhWf+{!Ae6m`Ow{=8z7??h2@3J#3!(qvI`8XlL|0Mqso{gbX38Ab(^u8#_+
zoamVOK@~*O;{;h18ivuXQEAjg$8z2C!<SK*Hm~RQj*dj5*bhN}8sLRNSMc8<Gb(>0
zSy@@%z(6jK``Xc#G)&<9N=Vv2T1*HOQiPy!_UFJAC>DcTA7m2a(xwKxTK_z{`@>x4
zh|6{lH*%T}&-T}ie@0$-K<n%2OkzzjqM6WPll;&R7e+~vzZRf19OYaWemn6Noqn)E
zWBDyCLUu+*Xl<vv?)urUkde&tavU%X2_&cg^ncW9^|dPL6QLzqKSTHD9K_`1;bml4
z^$lXuGcyIQkFGBEw?(z7a}24S$4DZ|cKVi8>f9lV9tWzmwmi~OB1$l~)|Wa{UhLPg
zZvO2VWG_(;Nh%14QIC%ocu;=*DhPtIYr7`CaXAtViSoAGAT;4}{m6~ZFq%S~hGsA2
z0q^5l7b*MF&x2S+d-q)Y>AEY8u{P>y1zsgu9&dMbu$+5BWz<f&{40<!MO&`proI=?
zsmaQTB$tN+bre-=sqIAPTklok?D^FBK)ul1<Mvp?@nheQ*OtLpt3|*{`RQ@5H(R;;
z?YYJkqq_PV0}B~hfK@YhNJKi-2!)3*<y%^IL_c00&|d*(BO+FD@W<;T@sz!=rj$Fs
z9!3Vy7eDpUt2@0Qb0~QC2?UR`V|8*~#$(Da5fvuk#IcSCawC>Zr*X+*`ftxmoUaZ-
z+S-<)--lgwEouaND+uJ}bu~V>X#sox^udmAblPfBWCf(950<cp0;A%}su&H%`L%p}
zIp;WP6|=)_$~YohU_xz6PgurKY-%{nK<FT&MZijM_LD*Ikac}hes`4y$oq_y)pd4m
zAtEISDL8Pl&8gPbtBx-AyeQpZ^1|1<*;$g}fiFKCQRRy#XXO>|t&6Ea4X#&qQF=&=
z3LamfAWf(3yVr(IW8=~#$D}-<^ZrIf6$VlXYe?rN=Ha>~Cj38IkU&lfT)`#Bg|t6U
z<@>TXY?}^}Uytid+?4dRmQFN%b8JQwU6yNaI6|?dhz@j#R8=v+=COWXIvRmnXB=~l
zbfn?v$cpQ3|CyYeAhw00ak8gm3sv40M7RJI?(HMZkt62&aN(5c#m!v*%Z=>C-tEf}
zt+*jz47M;q?JJ^$YL%b<(MR=q&=z(LpIwS!vXEPeEG8;m{yV6iUm|8f!acpHD6pmm
z8yxGq8}{mg_kZ^>ApBk1Hl$2Ry+1iXiyxn`gLLDhZQ&%PRvA;;8jbgn@^~@c`>%r5
z8}0lFHF5igut;*#W<N1cy~jkCek#8I_LiJT|EruRuJ|d7Zn`%ozR;koW@%8=wI@Zi
z*wo{}zp|niQhZOPo10P+Nsja`osp0brPRs`3zgbX+sdf>=9CkSA=g6!ad?oz;Py<z
ze4+M_#2yt{J`opwTIWx9a66Dvm%MFVT0+LfWq;{6PD;DS$8#smOiIqq$z86SxWSO(
z8aKJ%Z-v?U2%kH0tfA-F(Y2v}!a%hP%l2o&A$mMv#0@FAMZ<z~tF(!sEGc|2jki#g
zWEG41)LzoyTP{{lp4aFtDuQniQs?!YD3SH|S9v!U8KIxN@L6uGI$VxL^fXz6dW=zq
zo?l=!BN5wF{QlhXi5t6kWf9F(S-0~18zgMAPnD`p?b-5VIfad}<!5Z5K9i8&-%p>h
z0aucgvLLHII|4*&=_>lI?W$VaR!vtzcwb{+{K+Z`EKA2>V@sUo_H}TmEDliF-8Iod
zNclI>bmx{JFFCo~RxOd2n=3>X15&f!`Fx{6SH@TsA`B^K$H^=x5Xh1ASGK3?Y+neM
z-11jeR)4IDs(T&#RS<*>xOcP`-?BS#g;2L}@T753an$Mmxp~@KAtT@aABBmGgdH6l
z%W(Qb|9D?FHc@gefg}PvNGYy!C~kN9f+1pVGC8n{3KVfS3!aBsUli`mk3|$sOuj>`
zYPSSVn0=FRR;CmGMj^c%;j4;#=$4$(nubq1rcBh|PkAOMMQ$v52%p$ud*gMM29xH*
z-ciD~PLAwVUdZZ#*p@iiil`~AY#<i424!RY+{&Q|AFz7Vli3||M{IdGg|lpR_3WVG
zhVXzJl(_c+i!Eu4x!2G0alzWY@!HQAd<>O~i{rv4Yr10H_6)p*D2aJ08EN^hASs0A
zoJTP+Gw==|HTUE12JhJ!*((~Rsg8;QIL*{*XIItrHS_eZ%OY;qUFBfb4Hox51Kt1V
zutaMcfFF2;`)mDTmmCdkkIt|Xp~K%fpWiEd^odm3nt|Hq#mjc)*|<D>Ti9@3I1TA`
zJPLAzLTHcZ+i1M#hxdm=;i-PbUBnsY>q`peQk5J@haC6pVL%4_W#TYe<M&(v&<u~<
zpum=F+h80jzw2_=m&Nmpj=O|Y3S>`GJxxD5R_~$O&H?EfhDvi#f4kTi5UGzJt#!{J
z+#DSLsKb@XVqQ!MphafY*Lz10G{&<mp%M^mUg*>SG&8L>Z{QaeW@~a~1v}YUnHNq{
zJF~OrBx`v>ZvuZB9F$)BJFSZgRc2%b<5aLY0N3rsM?XJ>#?!m_`@Nh-E%5un5>iJX
zQlGLi8m&nNHPE9h&QG?I?>ItHQ&xq?puvx<+OmyU4+;lLG#$?P01F|ScA|Jmwtfv^
z4(1Y{_!)JO?Gh2D_|vTE1IP#nE1n*%{;+a#6BqA%Y_Kk9_kYt)PW4&SbM<-FZG?uk
z`272IQSlyD4)ONKK|CbL$IsetNW-Ji_{qeo^;OFCODd-;%}b6=4Gya|%?4tNC+6zQ
z727h(^Ylgk@_!lp68P>H1DbgI#saI7(hTk-{i}~epLJ+_&$*;H6&$kb@Agyki{)~L
zUAQ%ak5{G7TFpewUMDUVnU^?YPRA_|!fi4mN%L#SmU7U1ifTi$!(!uTOYd0!1Sdc%
z5tUEIy+1u!;i-XLpfpL*@bisN#r9_B`Gfs~83*UR7(+#^^iiybd*yD+>AZwj@VAtf
zC(1JASmM;Z^}L+>U;K3T#f7>(^K7%_bpjuwslU)Aym`JEk)mTj+#KO{Bey6*6~trb
zz}mdk@a1@J$176~O~l|<tEsdFL)imNv)SMAK7Wkm@;5m<kf***o9TJm0VSNDRhE*9
zcWl;_h)}69<Zr$HO~~bHkhqlFT08hHR8M@W=(hnTHui!#TfMhR>SNy>CdW-CChdJw
zz0t35(YLcY^!V3+Si-JUSiIR^1*cw?|253*wyF#E-J2k<BNqhf9#6Q|&_t=z)hRFa
zjbBS_xQ`nMH^a<7I~BpvynExlg7q0u%^MsVg~iiOm{&Kkrxp4Bl;&M~S<uka&MPms
zn;Z^~C&X7g0dXTGZro|=F8c=D%3^r63-R&7Ck0x#o44B^Xe5+tnnR1GE6WWfDAPy%
zhGrfV`!;{O-*haml54qeS5*bgn>gsw@r;z2h&fJhi$Qc9Y8@I5?d|2M#19WqYBhKx
z-<7&ue}2BIGJ^iFsNPT%;;_H3T$dqg@2U32SkRmARA`3r+5^7FDFeNPvYNu~Uq$+X
z<CMQ;dPfUfnylv+0?wAsHI=7B%#n$C?ha0;qV3RmMXihB4gmtGMivqEs%(Cn$e(Ni
z87u<oDc_1EBPk>!rZP|&sa^@#u0%IEZ+xbj4O`smBviwOEZDvhDPJvhk%kbL|6PgH
z;+!uLB4y8{D9ND_FRDxyOw(d2wC(uUw@+H`>f@7|uC3p@Pim|BCMszDFQJ&DyC_<T
zZ0NFPs1o$L9NEb{`3Y&3gBw~HR(s|<n*kn@+CU-kY$Lfr0XlJUqCoy}@sYp3y6lqo
ztjhYT<@8G|+jUA9smVpO1~{CX;FICsD@@*Q)o8Bt<=ov|<P>jbACgn;Ih`8zp)%-}
z9iZDTDRYQHOrc$opbPXOAR_VEfx2;|2yS^KHQD*1S|*D^0(EiLvwld1T&Mih%XinP
zxp~l~dP1o4)zyffG!q>N+qyEPN1aWcNvIES{x-P5XfVGDM@g_wfU5dK%Z0w3>ST$B
zY>Na_2mN6o+Hc|Jk?PHBRHpf}D8|dHp_43XZhwe~y@N`7QMdo+DhHl?G7nzqDsdN5
z&mYfd&$QeLH>?$V3+P@>bIFAWg$8mvqKfxQW4mg7WLm^JJzY`w82){HVUBjsZ>i;!
zkXD?yof*y8%&6w>VPoM<WpZk){8N|E>%$~y84v}gKdD=?YmgTxPpS;{hmzsfpir<9
z5g{GS(hsI`@&$)<+0-K!*Ox~ODKS^*@ICG??Mq4$-d^B7|D=AtWLFt$e%N4q)8@Al
z#&vJE<T3rhva$M+@|YlnN_qP4dhCLuF^P{(JWDbR_F+unPHA@N)o;Q$djSQ9=BJ@;
zm$N)BuB$Q11)F;en-XjEDB+EnTVsSUPMc))>fTt&p~lCl$;uk7__kS}fuOfzo=-|6
zBQDw(E({Z*^$N#%D@fQi=Ve#(xz?J^Z_gYSS6Uut-<r?;>$G~F%I<<Uk_qIebH6%o
z*}#0hO7DW-r2G=LebXfM6n^Y=?9@rW3;XgB-FKheg1K+klWLE!_FTkL)Qfu`xo1a8
zJUyZ<)YNV}dum`J77@E>#IFu9x43axdV7U~C6W?rw~sC>t0-Gs<8|UWTFk<=9?obg
z>`bbcYkeAy)oUn_&NhQdN2mTT3vecYGwTu@;OT(eGSU~o<&2V4VySshI?V2`bGDPo
z`S8GvAgg(_nb}g2Fg(211uu4j!Jnzp{1mdyYONjZcDy)TH9tqydk-#%%Sn0%$Nj-8
z0|T5R&u#D&EUmx}o71~nFe^JEbairbK+nN-|7kIAy`+B8e?`?YZ*KT-l6?lb{*B9*
zJ4<TeuVLVsuqW@{zO^&1=kf3ehuhy%X{ioX&|pNpyhozI{%si1(HA$1yWArNEvCwz
zi0QdF{jUL|j>-M)w7=C#{n_EahS*efVLWHTTc7SSJvl56hT&BLq(LwtF$<YfC0DK~
z4h1i2Vgem>W%c@%zlk+VU6Ro@&f0Dr6#4*M@|6>GAhyEs`ci01X1mSNqe{6-460+w
zO2YQt?qNz+<3dNsw3GF@M2ft;^N7o{&w0;@b+pxDP0-U5E7zq~@%r8Q%#l3B-pl(g
zc__YF;ML45D+@NOsVa96Bj4OyQ+_GKZR44L%pMF6Xs!{C)+0^{knPP1WsFMw5h^XV
z9xaq6)*3Fl%kuIq7rC);wpZG03=L%obu3Vn%u9b(RWXVYw*~3MUm%Rwtn9qI4-2K|
ziuqnWyR(<8J5lditUmGm_C3}*!RL=uoXzyk)KZdOZ-0<?IN4ZjhoQ1&)Cdw~o*8*P
z!8YHG9IG8j15Ef2P|@+~l7mC@$&!FXu1-8pgJ+}RJ{9j=$gFMdKsP(z^l)%A<02u2
zt!*HYTW(4zE%Vjc?dt0xeSC-dL4%pa-Z;6*EnxR3^&3u2r;WoUkE&X~i78oT9jmyV
z9a@;tDILy|+p*NmXaG~0gV}yY*NNbUt-#%#(Jr+FxZ21t0^&&eU4kAO;obgpiHZHj
z=HP!xgGXvAA#b<)7u3NNv_E(gpQUCM@s3u8wpIDu0yt?U)QmD(eh-gd^>crAD4YT#
z#&i#Y9-=kuxb<nOw&DEJCyP-k?`uX^Tl^iD8UMK`;+IwGOTAZEM@7KiQfk@FHZwrM
zeLOMTGaa_DZV2QlXW>&%fn<jw$@PfjPIUgGMeN!gzuR~p2hz|t2b<0@w(g?NJoS4u
zaiG!{(KQenI}CUxmm`2$PwFP~SB(CxWn1r`J(V-TM0;9Z)g%IiMB*U&zrQQ~R({-F
z!^&Hu5V45$Np0S-5uFKlpoXXap$5IC!252|;GO!WbMz}q)}LzdR1|5+P^Z240G8&>
zKI!-C!?<5Ar|LaF$s9FZ3s!5|?P@YFQ*>oWLQF+0jkd=JhqD9u>0$TFoZ%-JmZLAK
zIS$e}+^?o%PXpgcaWD29EfNbu&SuOJhlX^fii<Kcn|!jfPs*_l$XM7JhVU>3!i6_(
zmk_RG6t~jLxP&<(h*Ntbg*QZq&LL5(pVq5N(z()*!g{=?_wmrI*DqO5U9p@w;Cb<{
z+sjA5pX}F9S*+P&f^I~#(s+3?w{I9cJm`Z%yA$HYY1oqtpUQkQdgT@Gz~ur(gb?fM
zGgV5`=B8#pe@+#l$QZ?0=YiaV`xz<++da#KU&8bv*TKh%{^>r^Wf(<QcIC}uUB4P%
zL8p%Q*oEvYSgT+oSz)PXh8oM`jZ~+?tVZz#yN{Y_>dn2UOX#7O;$!pN11H9xH0Z-o
zFeTvd747BA%QJtYV8{IYd7xSPu6HvCi-o2eR8}lD2FWtx(Iw3`P|D4l>o<d|<Bcf>
za2MRTy{?3qD_kbdkkUTB+s3TQJuj1b4j*~kr7YZKYgu~$pV3P@_Q{*oY>8WpDD#c9
z%qnG{MZu17$)B>*@z~;RTY+YeWlJ2lHI|mkbcx3MRJZ}U*?^UyOp_08SMaAvLZM^R
z++t>8tTl^sUDZVvyom%X#FBq=Zd{l7+^;(`A@by;Srdla8WPi|T8ax@*=I39SgUK=
zi9}xKT`4ozbkC0?jueh8LH$D9Pn=JO<haWJwpXlTq#mBaZU%8Jj1Cj$y5J3FBL`4#
z*HCfswMK8+wHBHoVNvI8fk<DPZ;u<$a01VkuGQO8YD!T0OyltUe7Y+}uFm%Z8WK_^
z%U$eXuNRt9x3+@ftPgZ`(1_fw;m%uq0}|qYRU9TN9@V*VGERyKy*V)?{px_@l@SM^
z<6Tv*-9Dwp!f7aD?c#uxC3wI&1NT$k>km-dwVSb2OP9rPylbA&^lTXGTF=ip2`M7y
zeNvhO)v%+>B_&p|T3pWY9{2uv1+cc$8vC_JbJanye^i+r;E6)d#5dmKq_`w5j(Kco
z5z;!h9vOj-cR{u)Wj^03d&$9O-!ebnuF%MoN12^A;ng3oyy5mKbu84({EXwiG!m`f
z%D_W3H?nF83ptb7gf&N+j?7d!56xjLbkuHKtNpD0%r;%zQ$bT{*)M9J@c+zQi~?IP
z3oN%{W$Uci&#5%!`#YGKsnk?!UO0SB_SeDqWLVD{?i?GpK2pa0L~**75SaeD_|sx*
z&fL@QD(@ky+sCafx&sfJUmo{@EKBUZ^Lj?}j71C1d{EfmWOfOA{@F(^bJzwGr|l6U
zpPjhj&iCIrIBZu+Nzm^cCas>VLc?QW>6uf6E?Vk6*1J}lTk5QLf3SImyi{icA>N_W
zw2u2aFKgTpscW5hB1FWb0@YjXdBdeeTf$ArWq~kqjG=Km_r#aa!N$PDk=k`6tvsnP
zgn|j6v^jMzKZ`zlnMT~dTNi5wXS;O_+P^yk6bI}f6mxaCo^HlVhU9fLcJJ?{7cSNh
zVh`pU)US;%HTtv)-8^mHx&~qGrf#gJ^xRa8EHuufzfg)7GGXvPf+3c6-&_HeB(dhi
zbvA{&K@An!8F0JL$GxSbN3E;77K`m(s0Za$zlD>p0h%5uywB=u!BP-3wl6yRkp5BY
z=!giky2Ad4MP8PJ^m?N201oy{xj~oN-=W#ALrpb(8)NM8xIdx??u8Sm>6Gb5O>u@H
zZCkpwUgO}1FZ=gc=z$TEsPRt4N=i`10DkgF#r61pb$6E!5Dir2?*SHzjwwaMgrR57
zF}$H4Syy-A6Ycq=IJsFar?{mO->!qOI?jP?yMEnp;+nGk$by_K2?ha#-HD;}5bP*!
zH<A#&>o@V>Qmg*CDa!31WlSv!G#SD1xLpeTx>;bgxA!@A_oChn?uS}#h&Y^fN{(en
z|C1AlN-To1E&SC;1euu9#MCA<o(&+40kmllJzBOSkFNay4{xZd&y^`}DBGJWGM`Wk
zchMQde`F}mG1elQn1Z~Ycx6Ifz$0)iny{L3I64-*SdIvC&daMJ=k%JMcELNnjyvd~
zggPOK{Wlf4^g(Rk^<ai?6SX)kz0Af{jYik+YS-j))EcZ-OS_m@Ulwyqtm;idwFw5_
zx?YjK!v*!b%1gPd8h;&Kr{w6R*nlQ^r4*_rN?4a+v{C~!B0jz^@VE)u)}#5<0+}kU
z^_mKbcgDsfnc3Y^3R!7;iLYW%xX8#obWf%YI=7$K@VTBErbnk#Z4^tya$xn#$!3E^
zza<bv$@Cd2jHAc!e-mOVi0sS%JMliUk0T-YcfKiX4`Xs6^XnOG7|pP^X(NFX=_}Xl
zr>@v6STJpWFyrLfHmi|7)mpP4yK6!%jaPgB*l+YC)=tT!uOKBNj^x)v{}%CS%s5tf
zmm{RB99DME<;`p6)zSd%Q3;YAsv(V^yf{8NgVa-h<lFZ3bZtpo;!!i)oN1fWP}ix)
z)6m`JN)#Y|s!DJnM;{UwBpB-VP3)PYr!c|ywU`kN`@;PX>}h+O=|W+V;wZIGiA+cJ
z4vbX;(z<xH);sktYwxLzHS~ITl$%A2B9<?*_1I}_OjD=NVxHW@1Rl07XeBbc#VZ!H
zFtZg#@xl;3ycJz=PcvzbwI)`@%CAas-M=zZnm*Z;(j-Rw2=mVBJ6+7S-t(o<!$91U
zgvVhQdM+(<TzZLDw`e&N&A^WFCkgsecH~6Nft{UP{mtK^Y;)w)d7WQC8Nc={4bytO
zBRTe*{;+ht6jDo-4#D>6($j}@TjA_(-J*VoFu+u+skS}8im9wgTjZ?%P9r5aaK65p
zbGz(;U<=`@ly1&*Cv0h1lU$mx=aih^Wd8N6w!9>8Jx1F6kkvqKa(nByLCnqhs`Y-U
z!6t%$mEH5C162fK>wYIUP3=fB5R0mXwQAK;8RhnD&Ca|uS~jz)ZvUxcqc6wxcIo>1
z3%uJ+=dp#}W&U~6Umok#z^-zRvtC*pukyHze4F(Ua_63TB{{i@hdCbD{BHV@i}MqL
zp7@}@vyFKP4acfNdU~_E0gg*!4!+x|xEtPDSl=QB&#RLZZKqSrsC(&Cx(sc}`bIn*
ze}MA4b5OYUc-#;f3Xi{9FE5e<%W*OK#q(U4+51P3l-J&e`ubrlFT4o`R?t~O;j#^;
zcOVt+<Zh%m6|L_TBvJR%-!#gsbj=KK;4XH+Ml>CSHu0;nSCm9k^qIqGv<<~fS7e?E
zGR0_kf77_BhL@mcp+!z_F#4UkK5=n16gh%w!-fpRoLXHE&i$z=8K;Q3{C8pq9Smr_
zSGEwBUj%u4SRyzZ!h3jME+?~s&To*p_upd9V$Jn;uMjc$RZAazK4kXE>bv3hNlhgU
z#Y*`LnycBu-xTx4W<}bUdl-r(`RSQWvK-ea$!+2~$*KQdyUO10iX3hW+fwIE@0#t!
zdMv13axJMnld`#+jqEkq)_oIdAa()VA4(I4Af{hVW>s%s%Mftrz!-9}u8IY*V0WIE
zPBYcR^M@}~PhRoW`IVZ|%T-w#r!RBn=s8_733ZeLTd=d(*`b>=1r`sRP8Aib|GvB&
zIMY;q(U^Ru^*AuMiGA;DpF6qWg?e6<&g(BJ*8G0qHlf{@&e7*dxz?^k0#YLkO&;_B
zYP$~1F_3Z#PsS!yEUJ3Ujq#9G+4LN`iI6Tn4O&-PB?9e>juizuaLb>rSXl!+_!O|W
z&zGOPzgrWH40)zmU3nq?_|f#+YnGw0_e&F_=jo`9eaFV)v3kq@2cK{!7;akwnun&F
z?|9l*#f<Q_y4JFKUp<dLzCs8+>gwzyoWE7>fq&A!<os7JKv4D_kA)kM-R$g0aY>^1
zR7qOe1m(}tn|56j)d~kp0Fzcrb0GDX(wawEjqNqkTaGPvt)m(Zk|!Ow&Aly8`}b7c
zJ*o`i6Z)oXT|2)B>#(tdKo3NK*oP;gorp)yL`K#quW*+~+INy)@F=fvpI3OI!8Bg%
zu1SDV@y-ZnipmsX42derk~y${$KU_+sm9|@LQNkU@#SIGEV1KR`}(o=<GTfC4o7t=
z_SY@24SYl^PHXnFHVp?ikHZ6wuZ}U(6UdtSj99U}eiEDtB@A9BPwsPy{=%3R?N15$
ziB<IzdnlT9kHqfZ7e}Vm8l^wN+ch1nm^!-QV{7_VXeyjMia|g)0~BU3E62I+nM5wo
zMm-&?SlZtQS%A?Nl>(=w$>+O>xEZvm)NfPYD+~Z*KB034!~{(<;u1M%=pl4;7<$eO
z-JnQ1x8JqQnIpz9T4Jc`lkG|L=fgd0VkGKfW1>^?)}s*?2^8j`;b#p+Ov?p5<Sk+0
z5dQ4g>bA67j{ty$gT=&bN%&)8t4rs6CDNl-pW87BGwz^^5XyQ+oyA;ppRxSXHD@U3
z8>@A{rvC0YDtBY*1ry@X=MV$h;EByYk~zA8{{}dI^2P2jsUrf2<3y_$`4*vPO4c`M
zo|u>Sx9WJ7!JpR4qP+Of0AH-#QX+>sF2;ofw(iuK>d5NP%EO<0w&!&q*hq2N(O)_Q
zF{4Q<IEeWqQAtZP%I0y*nn(EL0}V$S7GpM9l+56fGleQ#1eGM0t#4y@x>{~uUONQ=
zC+uy`IWm6nfF#~Z`>uT9UF=9;N8aZXcAExl7HqooaHt$Pmm#+wN|EAQfr9i9M3=Qd
ztW)REPSSG#niQ#g6BqQl4s1ov4_rA4+pwwwnk7hSBO){_-#%Nfp0l3bYgn-nwarHS
zi^P(;w&7SDIJL)Z+SLrrabu0Z7GxKz^P2gRJvLd2S6gJOD6^fPH7>)`R1ivLgc39S
zo0)Q-+LUeN2xFryWl?-2d#1EHRLxSk55;WX&sqH>77)S<gy9$NV)guqk3gm}!yBy4
ze*wy4GJU_VL=}s3zqvyPzI*TE0#N-PA^7ZUU>%E#jt9Tw%g5SLTJ*Hv=Oxc4T&imA
zLD<>ftwrdWaJH95o|19h9|?j~d;T%_u11h}cvM_mj*N2C2vNj#F-QRY@6ZCpzEWv?
zNs&j*jJ0iLt&$QYh^@u>gogWZcEH|2@iZ{ZDl?r2vVp9;0gKV#2zRz2=W&5BD5J8v
z?vKef<H^@!5cN^o+SA2y>!a53GYUfJVTQ5t^<R`>JY2Ju5Gnfw$)@eI$is)dX`$QQ
z5%`nI68DvIb5zi*a6JZaZ#7$aIG6FcOnibLK1J2KVO(xHCg2sdeNBSQ@N{+T7%94W
z+pe|bJ+iHS5Kct~%A%+Ja}dX)I5)GER$qYE{hk47xBBqQfA<dSHJ-FXKX?+?EY<&3
zbF^Q(q-xP)jp?sAFI(rhb4CC}X8jU-;VE=dUh(EDd*ykkN#emG^Ptz$+UF=F=;DUr
z6sN@|@87>Sm2f4A&N*&Ibzb;aKMd}%#|VnLhr_vU0HHG+%=?fY9PVLiFPHd?Y&(F9
zF8A|F>y9aDuA2wuiNt9Ko2SIC0I|&%W?JW$n-k&o_eTbvw8Ele4VCP1M})4=c=Zve
zyAWh){wXb1&rY<?lUZ$8#4wjOt*P=}!Csrs(1;5P>e=HattpQ%a5hbB*pihG396~F
z7BrXw%+0nlK#>d(Mus>${Pq`hy89R)mNA#v$7i1t8t&o?xk5xdT#8XgZ%mX(r&LFo
z6OXfEEVp;LP(z`>?e1QCx&HIaVk4&}y0qjrE*cu)lLe;A74@;j!+QheDf}mQkl!+r
z`eC%uti#5|VQu2fO}oDQlL^f3773Y=`~Al&{=eC0)g9^K=P{SfMurSn-1U=v1Bh5$
z%_G&Te*ro+l&{KUX}*#l5)!A;&?T$wO4Kz#9aiQx^7*Z=9g7A`Qn9)2K4Vd#n%aH#
z{Q24`7H3Zm>lA$#&=|UV*5iqyV_bk&5y@C!rqWXEsj`F$^Fo8Hsjz~iY@b&&J>7M2
z33f?dX?FE#NMPQ4pEtBD-sg>70%x25ThEI2Pj4hUupDR^un425w9$wZ6g(A+^3%ad
zE2uY(9b|MNiZnE)=pI#$M$)787tGYRRZLRykO(iXCYvhE%`Rv{T&8m`23Sk=X)%!a
z*7o}F$E5#F2qi7@{P;cG?HM=cFt(Le2S&t#!v9Pk_5U+{5a6*>SC(6vg1nx3t|=Tz
zP(z5b;ZG5Sa94JB30|?7!{F}Ew51g{2e5^qNmG6P_!U8d{+A#<Y^0i5zp_uQu)i?_
zAC;PZv()edwg{Kj#!4IXlFhwoy8#YZ)NSFIEz1I}RwCICg!l?HJ4BzYDb4!Ai!p&h
zm5?Gv&uG$j0+dW~3BrUReUkh;pOdMh@H~=hSvjOX`Tda#Q~y5X=AL|ksT-Ns_RbQe
zOCVN2tjwBtkJ#5pXg`p<aV9Xn`zAj>N_?wtoAK=STb})EK4!_N)l@R;B<k~fjhRC_
z?;o%NWvk~ZXKF3WfkQ-~@I*kq{`_o^RhZwl(q}6Y8GCV>Og2m#zBKgRl=(4l@skn!
zAB<VMxtxxzw#;`gs#{i_5cFE5%G*)oq_;Ukk=%WRE=1oIgWl#a+vN&|W<(Gd^vHy8
zBt{Ttc9CGbmnYy842qgS+D1N3>M}W(-7?41FUcB|5$csuOWcE=H3P_sWG$~{A9!p_
zm@sIk`$BVnrmvFlb;x9tMfDguRHbcogDKDfW7AI)3(A5!SeumfDv%uFJ`-qQHwAws
z0Kb~r6sSvuPa<wybeasPQ1U2-MNJ^aQygZq)nI*(G<V*>LuBF*{Ro}MP_wG|W(M*;
zZYYdm)~0XC?|jD6j;hz;FcLQ4KrkY?R$t3R4VOuzjS{L9e_heXN>$aF3RynHm_dvp
zmGJ9G%*GyTMj6FeJYlm$7L1WPd7~z=0Y398otQM{r`j@dy5Ht+#l;sPapZ_WMu9zc
zS)^h_c3avkpzn~Mn{Iq?)NDrwXy%6Hyx_=-|AKb`e4j8>KY_+G?eSdetZrmU)FH;J
ztfLMO$iJXYIdh0LYfmO2_Hmf<5TwZT>BAtysOD)ZK(t1MA-2dc7_)`-(gBIvF?~>l
z>q_`&_Bu-X?p(x{HP|_FtVK(k_9US90SD>WB}lT-W?6$zPS?jDYG3~yteyn2aLH{{
zL|h2cZInZYxHoW5$Z;c*BR;lmQ>0i;dHh<oDspR*e3M0&HsUf1Nnk;h=QF^g?>!X<
zpvmQ5-VwajEjmHsl6ew)RUizbFf3}S!6?sOke86AKKYNuEZ0#{W<NiDK_+xR8eZ04
z$F|levM2RubCUq6cG1ytVQzS6+Cf?kn?(y(%^F<~jVM!(_6}-m=P)hZN;_5<5(EL7
z>R+H&p%6xB13i!`2Thx*)?S$CywTk{IS0H_4+2)_u|sKbL1+l({%mQw_vQXxC!UD+
z3d#XDOE<UsrbzQGHEtsWssX5uA3kiOanQch7vO|LMEl&6CD|=3HY;lsM->qlVl^PA
zcWu7w?&r%+5kq<I7X)gxt9MsHXU#rY9Y9~tN!?xF&AA6ka-q6RpTxXUxq(<vE;sb>
z??CmRR+rp^HBg=%;#}}QC}wLjpD?)Q9Ld>DOWY^kqQ$Y@YhrDQX?X^hcwG958UEP3
z-Dm-iF}_V|skamPRmM29!q?(~`+P@zoF!PPknE)CZu67+X;Jd&q-Cj9g1Jcjz?upp
z+vMzm{_$bwDel$HC{*!UHzwOph)ZDjh#AMVI(G{&sQLomSy-Sf*owVandu}0$81bo
z5!%~&oG*rxWL$d@dwuPuMan?A1h0Zasz-5JfY-#(h5hfLq$HQ?hGOM^oq?z@3X?7u
zWjLOf1q8k2Aq_|B14GPCR0Dd>tTbE^D`h>dU^_k@peWskkk{U)><^3SVku0{Ua!%F
zaZd3$T_aCUdRjKuMPXX))c!d{tk0W>+FQ@M;n56k8C;t2te5K<lXz690h^apP&Ov)
z_m}9XIny65#h&BHeT&HS`V&o2V&xBR{;rHk=2BpdC>d1|7HX&vMy|nV#wD~f^h_*b
ziQ#SvpM4gRgW8q2mSzaDx|vf|!Zv%@pZ#1LN$#s;r(jHv?=~y&OBIjB$$nAvWD00~
z>pez5JH$__y3=B0h%U1gAk;{i1n~tTWYy#iOCK?$4u*KDV7lZ(1Dc5;fSKuoHUK~)
zNCcNJJljLbia%-&bdO$|f6|aDFhZ%GHZ}|HD#zL{)6eR0%}z)V(McpiLE)MzDguHe
z+f-q36C{mM;|OT{EcW_7fF|zZ#sd!$2tekI8Qx~qm7`O4chD2SIRh&B%c?|6Hqh1%
zwV&G~H|R4hPzH)>40(ZZE@~g{`xp6;1yfwyapco~pp&UGO&R~~_pE^tH`S80w-!mW
z@=Jpk;=flx#pII#FZM#Q!>7M?Uk_a;n3#~}G!;EWN}@5N4$vTp(9_1~1MGC4OB@j#
zN6TtHRoLWG#ppLS`8Y8yEojDvR${D%2t@r}`R1?@9OahMr_B(dJliTtU4E;O<>!w3
z+i5T7FyYU{FCHBLbjy!{MgK9!5T4gZa5qvLrppZM26O{#+i1k2pah-H!xj-vY%ksc
zr0?osTk6JjToh@_agQKC1~j<FKY#CG_}D#;+I<zcCCquzgo(eq?EcES$cmV8CiF*%
zq6kO#!*z5rsD#(G_ZigmgifS?hN-h*Ls`Iq@@zqhn+ToWZryfRvnG4@mJ0AYsyJSn
zo$k$Y>bg*^t_({N%N#jzsT_*aL;1+rSq4B8c+;J`uQyIvKKd>E<hAVY=ZN;>h>od4
z?Q}LUm{O1J!i$(*|NDwLpg0M($KYE6)C458_wDB}wY5S1Z($~hkf<rgJbBMmhkDCo
zd|S6oEEbE|ZMzJTGm{MU06tB$(v?e=(l~y9?;n^+61=g551y#6sN%};SgWrL_#*!*
zElwwO(J%^D1h7Ud^*C22^{FGQ*Jb|wZD)1s*8DGmf!Z@GQPc_!--t0??p>8ZD4P!<
zPm!2rDsM*@?=&1R_CLYL@K+JY2==TQCo-0jtT>I0t4oU6#ZPU~3`yv;ql&cJQYDkM
z4ebVw+eRki5ErB*8(pHYQi?1I%Q4t)R6^bp_?m9??&ozqp`oIL={n3*iBVxOIptA&
z6eeNX_PKD?EG-a*$6~U|8w`_(j38u}oJBNH8&`ji+28K6AKla&iJb&lkEK)rJd>xI
zl|rS&91hQ+H}(A&2c`nmjCto+WeOn>zOd3er2tVOV~Pg6Q4R&qecM^+ck1sRi{IO{
zOs{`06A_O5sS|H3fW1i5w@rcW2Gq`>{LXdO^15%PJa1VDOnyMT3ujJTC{MHJEqc~%
zK9dl_SOd)DfbZv>T3)bZ2WPlp(NV;yy*?VC!Nc{)qtD2K8&V2+!B_TV!k$J5bHbq9
zKYLkH^1fF0HE&%R;)q@uiamY0DVvg1*;q-`;m@1Rk+=1si&X2EY$vYRGbm!n7BQ@+
zwTH&_-W2oF3fP#^(he~1;WU_g4HqZCvj<+`y%OQ)kynu29d8o(CPb$2eH!iu{gPU&
z!Gq_vkNe!VgR-r93vAkm_xvGPlq=T_)@}#R3-CTX(*~p=@uY*Qyz>ttWrxC+m6aTl
z{2|HbZa2ud3ZbH8DJaqG{iIGm^K9j1R!NApf1-2ikGHgZXUmZL^2vH}^3c4Y-fxO1
zf=1NZ6G(I~9Fv<y4EQgAW1g{+uZ9g6<YcjmtBK`N&C5y}_*s?leO2G$Xgo(-zB{rk
zZpcOnps?E+eU~8qI!Pj<sVS1t%v7bR-aqsT2Hz1?ed@r&<Y$TdItVPZaFzbuNGu_$
z4e7BH9^dtukBz0FMBS-J4%ELHzP>6qyM|`cnC!IjGDd=f)BRDrBJO%`=)9N5<#>$F
zJMpQwxjrzdx<r3yFLB_EOVs)**T4I1=E!N)Qos!6t_q3OiTugx6t?@{!>@@=lR;>!
zT{@ubJzp*3u24U3v(J>KdxFL%m!td~EmO~i>-4lJ2)iHiY})Jmqmt%q>*29-#Y{Q{
zdBzw8F#4ANkkF+)pU;0yO`>u#G?aT-37|e}FGgCh_F%`oYt0^z)o(&Z$M{`pXM{j~
zfYC`bU+bs_p3qWlssdvH5NxCwAII&1rOBh>-_!@^o}z-fr}`^{gjU*w!HV-SJ&wB@
z8-}5kyZyPkN9=;Ue09%97|@OxrS5J|Bj6IoP+9MXQXSRmg*ZPsLr0F70p5xi#x>Q^
z$qydDjaPH9qdQ;Cq+V=iwhxkbM|yG`*9WhFy9pMd`Qlvv5OayXg3^%7-8&<?M9gh~
zkXK#sC$bL)@DTW@DY}ySB8l>{{+7u7ff5}vXZmS>X1RSf?rW(0e0sL8YM&>s5C*>l
z8PL)~zvl$pe{@W<uOB6*vN}4*QL$~Gu3*@jV^PAYJ^&2+x{mj-q#hAz1~;vmSww~?
zO0ff|R6(6-#d!X}^o~jP$l2pG^}97G4fT%$T$WokRe47JSwXuf!pEb7LfuUm{Kv1!
zf3-K_d*NskaCP!&+T}fe_C3%L%yRixG$98ss2q;uyxY03_&eZ5sPPnHf6F|+!o|t6
z{9qTCzS`Sv7pF`CvKT)*H0#+4cJ}ghF7p!&l1M!AbQ6g(Gi|`~VVUC;v05JF^{Vvu
z|BN{W@`xUs<ZNVRvyxs!>G^DW>$ITU1qXMcp$7t`j3BM1+Xgg`b7Bt7SJf~;*YD(v
zc!8jI+g~)8<CDedSP)lN)A=}3*#t}U-V7OD9$#&#7Y<KVEY5dLN>EnTD2<O}b-Q@q
zT|;DVC+?!bR&{;`9W)}@MVIQ$!kUx9(Raf+6=VtK-u8-wse?#TTfLi-Qj!EB(qFD*
zRgN-?$-X=Ih0TpO(jB095QC)3`z+&)+l|zyz7nnmLt+i@eN@_vn(pJLCxqJL{g$Q~
zo&U1{9sXwl4g|=Pjr4Gz@_AnPE(^%S##xtWBj2vB&_7I+Y0<<dzWKATyDgVea}Gsr
zl{ttH`S8YD+vL1%gtHf{8ttCY;`8bem)DA*Uy>f}HB^YqdtnAKRN+IpfT!?(lj72X
zq>+Ps0%<PBY_MzMg@xwRU4PxkF@J;wtesb@AI1F1eF|vqzPI`T0{E#m!W^;f_VSM#
z4;z^XVtV*}qsLLjttTKkr_Qm?96}V1cO06C2SY(Vs~g)_&Y%c80)7Dsa7mB%yq?zQ
z6&KO966xNMo^_JGHh$s)SRNv|KgyLjxx|R9;uHK6!G41Wb?y=FONi*huy$}Akc3J$
zjr{j1=92FV;hXdG)5@tw89a2fN{Gfes|F1#I)CR-rIB?CDAHn)j;sF6K;(;))4zPD
zLK%7#tTQLcCGT_t3k%|--)+(!k`6}0vFF<B*QQGQ?%L}gE2k4lEH4XNl%S#0ny^}A
z1D7>LMrHWE=e1jv;BDk~mB_EuD8=-XqvMF4-pDl_c-o*9<yLrFU^8n@w{^q84HRp-
zmIV^qehTXb2>?0<^FGr|S}_=lD2sp7A5bAxloFc^Og}rnry{y=3XJteF^^xQpshA=
zyTa#;tPDHVti$q-^+t@XA%|e)M-UVcN{18@c1}iZTvlGXatbU7r(?LlxVn~cPer!t
z*k#TX?xz6~IxD$UGZf_XTD=@srJRkMlnIqivN9tyTSPb?wkkI>pUrj2FMluheF)g5
zCXJrbB-;{d2p&;;=DR~&@g#g>D4u4`1frp<`#Vma1*-P~)%ZFcgiyWPL5hnc1+wDo
zeFlt?eOR}Rf?Rq8=;W!67T!uFnBG+!)M7R4`i(e3q$)o=cnXiM8^R3&rF-S_iR+{f
z=(tMW2FSIoJ5oT<l=A_}^m^icY44b=7pugmGf!-L7$gt_IZVg$uZ_ydK+=XIf{z>n
z=<oYacv_GcGHGDp_i_072vR9QQb_-pb(<04#CwI^>Md{EY3~rhHw0&6&gf&J5hYrJ
zI#90z{&w5wZ^E0d-Bbfn>4RDsbd9H&7j>{f#i_aEI(ImB`BFV%M0xKKOXH-e+7#V~
z`9AwhP8=mWfohN@B2B-VX299gN5x?{5!En(bWqn82ghSGxi%ot2A(OCzoT{m#(^AJ
zRmn|dOhqt;S-dVYxwI)5e9;M^>$suSxV!w4dWRYc=x^ZaN1!`MeiC4z#WHZ5$`9x(
z=eMv3pW3o5fM3AM&MOoD=lvel&z)zz`S@`4c9HnzMyT3)B7}U@!MCmLqfn^i_#$Ut
zYb#cM{`x7~OR6AovZ_#3K?0a^m@ObPAU;!N^{d45oVEEf24PkCL(2$=;c1IlyRGs6
zMB@9hwM8)&lrfWA06PvkJD}%MQtDt}4nNjcIxW+1--X4+CyBl2m38~W4q{ZN$t!Dr
zOg_A@OAyEgh173kd*jY*zHT=g<=^B7RCbOw#FfpNSI<k&G~C!OvHD|o78N3h%!(E(
z>)2M?S9g>w7CFyP9Go8E_aB_jj0%=V_O#D+e|jtl=fE!9C#2a7gi3N<w7oP{L4swu
z=VM`BY0sBZ$M_Mwz`w1V!EYjKa7<gt;r2-Iy193v1m@<44w@Ge^K2g^q3zNdLg4n}
zT3S`6;a+4|+~<o|jtwCQ&r_4;^K)b$sI}H0Q7)+-mOp^xYM}d#$IdQ(-cs!)^D`j3
z!NwW2R@M`CK4|xL<6NLxeQ|K!N=-t|>=wA2JZP9<=O<S6E~|b#K-^$=w71<4Ehb#{
zd^Xjmd+*3K*D;*JX<XkH!fbDS&p!1TUh6K<h?*EN5Uarnp$xP!Aa-M2f1qBG<p)&e
zar;o{C;P<}5G2%`VeA#74#~*JFq@t#vrxlKVrHg>EOMoZZ{)B<v-G!Z$Y}m<84N0m
z152-Y>q>LBqkEK%DNduS`ef1^PD`TqY3i8RuI?ML|F=)6rTPvz)tMlXBoSf|n_Hb3
z34&J9l-~S<K3#+v!!{HiKcDQWd&Y%!hQNS;L$osOUACrG4eQQXkztY7TeG+OD*IX^
zbFCj5%h8<hYVF4ud?Ut49v|&4F4Z#Tj2V0(A^-~6*vNK`YdnS6=g8v>uvM%bH!eO!
z5z-zu{&Dn7qzXn<Fj^Y-^bq|)G$N|Xp;76~W^z^dcc>xJ)d>?3F+tqhJMxdCrhJm9
z$~U^2c^)$}Rtw6_$|?mAPoOHkk3*ZFC;jk2lE@hgCnN*K0V0wC(wf6D3Wb^q9sMW@
zH|~nKqregc>697eWZ+K#P#5gc%Y9!k64#M8DvkTMEIoKDn+6UJKQXBT_3zS4hVo6@
zroTzz;9zz_vM>#8g0?wF+duip(?FKn$Q6ZH3($|5m{Mfs^(D45TH=IVopdZMa&S+F
zS*ord&mF`RGOHR7Onoyj|6B3?Uxp-|!k-e`=+hOfed76#Mum<Uay<i0b9dwe5NMwq
zh)lEr=965v!rb8$3+$_~fzS>>A#1H?3^**IJi|b0Pm*LMn_}hbB{ZP3eWwBU7{VrB
zUOj1d)y%4%wh4sp9Dw$1`Tk$n&DHZ$Q5U?xe+6UhJOW7d3pH2Pd^p&K0-><8T`9_@
zV9t_md#>S{JDg25k1)EFu(zWdMH@>BPG{^E%<D2gKTCrskOz+Q%IC$!DEA|~8gR!L
z4K;pe07VkTLDodfI7Sq8lpzxW$0$q)yW`J8mLS9|9vP@E0!i$l8GNs^)A-Tyscn-S
zS39*Ht`x7uq3*C&G=ZBhOVZLZ4m(GTRD{0>Dh;QGFdz!@F{U%)zcQc%6C3r62PM!L
z!R3CD{tTeKD^z0m>4b<fsd`)2PAO*9Bg_Rk1%8?yuFKO>DIYUaH`oE1eRNy*h+<c;
zuwEU<?{xKkHDw~}7gR+Y9<g8Thh5ohWrfK;L#ciP`noq`gD?4;_nZ<85s(}M=@5!r
z-9&!6AXDYFao%)cE+Yr5QE?PTgnCz5<N^b1ZPgxclOKsPr6P3Y`a;!x!r8$TDh9uY
zLgCndZ+wqEU^$S4@bSbRSk3gc?mMIsZN!6T4^Kca2IyE*^mXaHB_dz4OIf7ie0=CQ
zHC4yoS1#<tWz1o*vA1nlBpt=$dv?p$J^f~Eo*G$DN~ZrGPj4L+Rr|dU8-S!iBPB3&
zgLEh*4blzLIdrEYAzjiXARr(OLzlEeBRPb0=g=YV&GY$v-+u<yVgc*SoU`|}uh@4b
zL{byn#_xJfA|ty=$RjufDJ<Q2TMqTK2%X2L-)rJdB#n=e(Xj|3Tg`#9{wU_|1TvxF
z|L=mEPeo-(WXEsy1Oj3c9euG=s>GXSwfq1bDsV=JfwB5SZo;@)iWPq3>qZ@LP{@cv
zVs2`_75>P8aB-XjHxfURETl-4L)qRoWtQ{_r2dCYNZ_FBCo_yTTG?OLXt9tT57l@G
z880O<ufjNPAp)B|eyN><Wvei!U#1bS6!LK5^<y<RQ>#g@@*OnLEPwFI4_(WtKMP^Z
z)TEDhMRk>*E@I#{)A_YjVan`%<o$C|vrt|v3CeHIXCL|mLI}Awtiy}Jm8^u<%bijK
z-;l)dE5yC>&5d^2rm6r|MDp?l+?@|U$F9HlL#a>y{XsI-W#Bte(6-sWStmiXrW66b
zl+vJ2&>%8vNR6Z&Q=~(J`;t1&NQTa_xZRzivjQ@yt0Fzl>Qy#q(GTq?Hr+|19bhHo
z!6pw+3n@!ysKNnUNF`k6<Gg*RMRg7XZ*#sGzF{^V&>wpD+V_BMX$Z@iKwONEqWp0k
zJbLlq*M^Is^O*nOA22g>X{3lMdJ7c}y->*m?LO>>3bjp;08gO(wnMYpTU7$$lD99*
z0xO+I@D&1{rWJ6eTjnr5j1SXue*p`XSJks+^7x9EW#kdWSe?xJGkFG%KKqy-nwzP7
z*h3uB-(?nvN87P?@2aaLmeP=pfA!q)o=~xs_Y`xz_C7y<)S*X}%<jB+epX?7@cbZP
z_?>;58xJpH%k4gBaBrR$5bUos9S6StpFYi8&&bIMfZkedB1JnmxD>pT{I(*)(|zjI
z;=c}x)-&Y;BSLD#6d-bXdhs%dqa8uV&sjpJ$#bg7)o8;Eo&)3C_?T+^T-KT!V>0{k
z-_N0!6Xh|>NPz}Gw9fdiU{cXOZ>GcgRabZoqDJotovWd?q<ZDnAO>qv*@>tB%k1>g
z8%nRF1MGdXDZ6uVuj#FgI^BgHX@tGGMg_)$#elhn!}II%yX-lYwzb?|A5oA2YrE^E
z2T87*HlzB-O$LUZ?;7+Q4w`%}wx_bFQknib2~D@1-x==4D&^I#us570X(%YuUyeTW
z*ZMLyjQ8YO6q3)#H%RC}8!j#Cds^jCE;1|9e;#m1Ez$YHezrCKyk!HE3f>R|I#;sc
z%cU@S9|32xM{SGUr&Dz<<BH75`6)&kZf8ljFHXp^3yQ~vS%m~={5!+VFVhQm(Af7V
z*G7B2`6sy*B_zH8AvOerI@lXvr${m2!CzW*MgAH0<KN|~n;Ywf)|Kfd#V_Rl?vwcn
zjP^4vmS0j+@jJeym+I*?Sil<=`G6{ZeI9c>hx`m|pV7uCKaGrf-KJ_?)_QuluWB=}
zLaaGr$(P^WaD>K73#9P>%8}%Av03FY%9Ft?xy=MJZ2N>c=?s2jAln_L+1BnXNr9y*
zpm>Q%B6O-|I|Ni2ON=t$&^j}>QqVp%M`m@Eq%LR9;m`FA@o^I4=APfCilSBdVOv}g
z4?G=75S2S|i{4U;i?wp(1L>b`xkaW%-xBRLJ^ADS9CzzW10z)U=dga1&!1mhJ+S};
zGQdZl%19a9Q`dVqKt$}PzHyjM_wB%%yrwdz8ZmvY61QH;t6U{cy_63H97F2<U%`}q
zv^*!!BAs6yZJ|s*m_<<ItvSA{BUW9Q;OxVCUl8BrMn-oNnH4r<gj)v=Z+tHuY+SEP
zmaO$}lkxT~;^0m<@fGga)cy&{jN;@@=z3ksI|@RBAPrPgn>0RZC<}rGRxF*MclY;0
zOjnMAWm&C&Q&y=kvnS-eY&cOtC6%P9#Ee(z#{cwRfp~VS0foYplp2&;wFFr(*8>bd
z2tmf9Bx?9?+kE~riDG4iuA+zc3jd5lAl<~1rDs|_a7HGre+IwE)!6taAO+E%%uj#D
zmH21<6cIu)R{C9<x4(zS9NJvyh3CNs{YHmxHlh4x*s4d40?Doy5D`<}Y|q(70XlU(
z<TBtX)EMG|{_&jWmdE4I-4?a9t9xW*&&8yNJ2H5<&9qYD#s7wN?d|^~wkatuH$5)L
z7Ux^O3pursiF9bi+@)pXw7u=9;OZ#F;5kawI9P2NoHD5k>qrHIy4T1QAKd76qI1q;
zF*LYhnU#aRgBAa^vw%E$n#?MA;DB){xvq@r$W!*8m#)s!kG?~=mYKR1d-Qd$LWDFH
zE_LCB;j2ol=T9>Fc=fDjg7sgXY$JtK@OQk|kpe0j<OY1P9B~BT#NICjBuQ5Cm2tzi
zR%y|?e^l&vf#NHrNN>bok^lj%zB^Zpt#H|usSqPzLn^C0l1QnC485KZZ8eK&`Ph?;
zpG<S3%8Qdj+j;a-j5nN`y-ym-8}{MvfYO(8y7MZbuiPm44?4ct&OFP|e|j%P1}6j#
zdRg;SyedLtut5VZIe}U3ZeW*JB_YsB`cZs1I))GCqsXe*C*w6ilZClEbVcg_YN`PB
z3g$tUtgod6n6tmUnx7jPO0a61r&$19zltSi2b>R;sjI2K`PbNln7&TnbdD1nPmwPc
zihIS(^@KUR`PH9Ex6io+re9GK8vsaYm0{EB;=tbV<?h&z1tzZl$*5Us-{+A02JXiV
z+~x)DO*ofdk#ghM;Qgqw>og9iwG9s%XG|Ej{jt4uU5!Z8BLC`;vMz41&i8qqDlfV9
zfG=V^|9xMZm(I?NJv%&}mQ!7sf*Z&M3#}x+hV<m*iI#mvLuVqp<<$D34%5}IK5g|q
zpevxkBIbYmGTg+3VbaTVc6@TKz@%^TZs0waOiGILi%tszdPUmD@nMWx-&W-jfU9dS
zF#U}*7qBJmZ&z1(!-pE^((`r1S#y5rk0dIV6=ujbLw}%h_jZuw4<!z}LJav0k5{R@
zc4<%2S&W&(6qOO5_a&3ardPGfZKvJdgx^jGO(H5*D%;Lp$(Pf7+~YxO7ue+r|M~Z;
zQg{G?l<3NNFP(gleqv!_e^t;9K^W#-73CHV+Sf)i%41UOK9}h^28UNqH6Zj#h@EF&
z;%QL}Z)R0jum*htKLQ?%$_SFFGWt4Gk}D>Mv<uJ6bx^LcvI1HrBQ_xyZ}3@?I<#yH
zp9jxiN+klVz*v=K+bT^%Yl_F#pc0;x@=`vDSr(AtGa&|*pCC&WaKQHGPCGX2g7~Jm
zIYqPmla6l@ANry?+3?WoiEuT80`19^cG8xS4UU3q5nSz-h89AF@4oy{DUgpxcx{!^
zwnwqp6=pK&C^y7~l*ENF8`D`CRQn28eR<nSW&y=s<)iO+gR=$7#eNidD}#Ys^8{n2
z)ayM4Zq*a?841nH8~6M+42-f5S-@N}B6IS(fA6NHb)IVcB4FAF$ssUw_5Qpx|GdRA
zJ1dJMiVz;p3QsbdslwrXp7fkQ7UdB}##{9MU`Q-|C_Nuvaz;kRDuj<LJ0W%hMf@Wq
zi1uMdQ04<VSf#mql9_x}t?k+VjJJjNqD@PHy0Sb?)LGoSmjMUJlks_t35~Ymva;fT
z+t)2^l3y3hA{VlVMMQ>dRj}VV)><|8xA`NVFWxP2?juHfeHLnO<9qjfTYnd+ktk(k
zEUosF^z^Kcx?$Bxn=1x1Gu9cjwU+8Qg1V;RWik9b``?YdD3a(vxZH7+Iat5!_hDa#
zi_%M{Aw{e`qj2icdGh>nzIP5>N?au18~+YyV*giA_Y9Z&>6KrEU3l*3?c<B<b<p-(
zFz?O?{o1z-C8kL2Jn*PC)nf;iv5Kv;Ar00oe0>pmEXG!j6Ny%?V@k7^!66UbVfL#z
zXRN~BC$@veRgj}69<9kSQ12(Wb!Y!h^1%3h*@oz(yc<oQaX+B<ym`{r(Q<xP?y3!s
zHr75VyL~K2Ti9~(=?U7!zdF&HUn-eY>7^Ar9e0X!YPsd?LyP|go2Fr<9{HV(YaEIZ
ze9cGYm$O=LKIY2Y^k@HjfT+5>xV!GLQ29L}L#MWE8`ILRoJFyE7Daxu+*DU>>~}2}
zN~`?{UgdS!2LY3RmBS)Kfwjx9h%AMd*<+7|(c0}R%xTylT)NQnxJZr6)0j*rX}TdV
zMw-H~&E|Y`E0sFtjelUF$FtlC92ivoxUZ9R+SO-6F4WyXCf~*PT!_8e@&LUuC7Z9s
z39p>+Zpt20wTO(pnSZF`Gh;}IMI}pmYb(Ey`-#)ykpC<~Vv6_9H5&M?XW9ZHM@PN%
z*@8>;d^|r)J<zK=V@dzfV5iBiB0QM$3r;pfx#YOSz)lpc!u6ZzR=@2{|JkM{j3=m8
zkH+J#7Mnlohcv>31k|2!fp^jyB+8Z~l*4g@nrY`Q2!sU0$K>R!C+(Lm)lWQqOw#mz
z-L#HlMl|L^61MDh^-Gk_M6sTdyoiH0hJoM9V@^LIrio_<LfWBr*!C8FhrExNJ==6&
zX=9Gp$nbP!chVrSafaiSHeTKmn}bXENp596KdU)e3e78|Z`>{mMkOk+*XaL4pE6O<
z_h)>-mRnJ0&sC(mnOCA9tH8$a#y3Eq-i(ht3u3S!D%dRB*xcgkb8XFe9ap_KP{5<Q
zMYiRdr7kGlQpP7`O-^p?oiNmLimJ0`!_w+hl4DJ`<r;nD8m-O*pRT7VW=-546kmcu
zsp3UcyuD3=0x9Mw2n@JW`oDsYV_*P3HItR+S{hy@si*g)Y>30az__s~@8nEU7Lq$C
zjB=mEK}XSgCu(GF)7W?78dp>#%$<shhv&srO<U9W2_icUi<;WV&6^i^=0TsUC=2z`
zL)S>`C$c4@%vd_vB%@hDMt-lhikc&C8<sLsj{GMXY3A`2=J|2|jH5&TL`cXWWyx0J
z`eGwzgM>*?TrYchd8sVw#%J5y&Mw37hPSP1NsMCtQfaR0`4rel(D5k1>t=&L<(A?>
z`OeMr107_W7Jn}DO6VKWA%%i2Py_t({|}PXPrUfwUV@*ZXiqFJyYga?smg7(`4SD(
z3W#N)B0t~luJdUT7i`D)tc4N3XOyjbg<kc@Xg$#*S#Z@u1-cVn!#=I;mZC^DT|KEM
zvlG7q@v*+CmzloqN?)s*{OXtlf2q4to0I<a_v!k^aH6MR?r^v2us*D6^EPnK<C95I
zv~>oja~A8WzGu0$MfFM=6tUUJ-D0itK}cK~Ud5q6Duvcr!HG?8A)7=fo8mUu?h=h6
zqhXGXRKTXF+wKb?#Z|9klAtke)f|tbCE5Ck;w|0Ra3T0s1%fZNJQr{pKNlOC`5BQ%
zEuTTp*@CadRIM-TD@ruM{5+cNuQRiDfm=6X-6q*uhj*f}!?$d}w{>>9l{X%;bovA3
zhT@SZk$>Bhw&97dZ`d7Su9vEPRg#_<mB$U9!c3xz`Ly3f%drMI7`3*)!Ugl?GJRX+
zD%I)JOZZI|Lozf~%*4f>Eqx2M`lBqoO+$E^$AFnukk`lcuRYZ~>G!PHH8+2oh*#Lt
z?GSt3?m4U-pgks;t1(Rsr&DCCL>2$uaPusmbgj9%yl#Mwe+|lx%4JIF853{Bic-UG
zU=(c4*dl6O!NPEopgNF3JtUIv(!@`F-`9EJnY58bN=Na`@$S|Z{dMaz%Yb@EOWU^L
zD1^(B68}={lS}H#ZZ^X7?Oi^iUwbM?MrKBCt1DB5<Bszz#<OUIbQ;waAQ)(oVy`jE
zYDrmR_c=|&ZYa-gbtu(Hf)_efl#W9MZmTChUZP4@Vf`uP3R&AtC@58PaQ#zP`6K0W
z-O|S51-w<*Iu|q&PMN+RXCxREE=+<hqN)%AKFgkLzp`XnK2f*Ix1LL6f8$%~*YaaZ
z>}O(_*!>1h`iPQluD(7$Mul{U(u$X^>kCcopcPo>Y|(|-Q<I8qr*Z$(oXE7zDvq|F
z{&QSr@#3SdqDNU9E2%^>hYeGbxe&GITXt^_MMMK(FWO)fOH*9zdkqXbg6>0V<|-GF
zC6AT(z^>ef%@m0;)6)FQv}DJ)Pp_@4k5=4EB!3w;;~4uxmOEEe(t{bxf&x`O7{a*<
z2NNc$2X>GHwgT&?URAnDu5`-V>WQgT2{$R?27DtEnC{X~1*=99yQ7K33>OeCSh#Zq
zH=1r)on?pdxN~22cC9<>*(=J?HJ>%wb7lSJ6cklv%A`pg;uK8E*Bq~eZq%E*843TN
z7hrsWBA1;cuaK%~Pgc?z+ECH1|4RGAd6seOaqZ)J^;C~GQ&J(16NAwWw|O&9&oah3
z5jQ4@{AK-fm`9Ly8!YP6Cqgtd-L1W-FiEiv)=rSazd5?Qq006?*|5fg{*B<kj_B_f
zHeFG2KI+>PURlxkz2=Q<{xd<~1gUG`j2Gd&@?Ht*TqqbhD=JjN!}Rh*Dm$#lh4Ovr
za_XQhQh$B6N4YYy5yJ27im8#<uv12{-&UUOv#%76jQH@P(fn}!#ITkBhQ|N3*Ml8u
z1D1f+a}8hb4Tlvq`@K7j&!0&aF3Z}$#vp-7?3%+l?zU>C7?6%eHgA<?(<T0{L@xOI
zpWH5LZ^fqhUS^*m;}-ovusE#u@y&WD<+ADBS}imABx`T^&35v|kcZ*=QYhaC1aI4&
zPx;1vQv&#zTaNBH5DQ|C=MP#VdrOXoJmxw}D0S&2_xMN(terOBr_B#PJ^F>ULLAav
zpqL4=NxCqHoz5Ktzpw-FW@LG8<2PlKg331CToe&%RGS4oha@Z7cyWWaF?>L})_dm^
zn3JP3D<ppN$CmGS<g=~TTEm~$tWU{^H>6`IHvp#c_Rej-9Q1Gm?b+!@hl&Mm;prKj
z9HVeJCJ)>;Lndj2{brF(b!U#}^RnQhDwD<5F0yJqT;>N<g42a#n)m#-Li(QQy%xL0
z1^IvgI8V9s{20HXaDUjCbu_-R<4@1PykNXYO*QSaORyO4J#8XRN3C6$-Fn%f1x%9H
zNo)0~N!jKld;}YuKtUrYzd=kn%q5tWuj_PG!Vs>Yl}uBzqu3+E8~&@*;zjERuYN1;
zNX-zE;tY!l-|(E@)*-(OiHosSd6<*4I&>h-vi4Z^c5*g+XnfV8j-+CzvnYQabvUb*
zlPX>B_mN3-x@1rc#P)xUg~URN82^zGTbU~wWk^ypl@V!jrfJZW498D!fesE71Rasi
z46vUt-CQ%>L^B<trmV(=nVhv`z8o*&>gBU_ax%8%W>yQ8W8W7Sy3+shD@fd%OIa|}
z)W0<lD&*((SxmY5(3bi|e&Nxf{&%DAf3MWorczT_IJni!oQvPmsX;{IES-x-22kG{
zV2XsHm$Hh1Qg2@uZmnxpO+Z(OIWUw+blMMv;*5cZjQ&M_DUS^Gi<~?W1>2HMEUN!R
zgv4*wbS_A93rqQdp`<=Dxq-pN)bw)jAM6Nu3}eUN<@pN=Nz~K^Z|-A`PZEA_LI_Z@
zCmyIUO$msmEcF#xD`A_<D6UmNzl5~dky%;ZrfFUQ;6!WUIS2O`ggLkemE-KKR4(0`
z*>t<~2vQ?5_a6IRE<GFDieN!F17qG_&2=mZ%B8Ta;YW@hyOtN5J>}(&l3G1?fV`Rk
zAd)=yN5y}L<55Q~_5YI#GH<rBZ)2|yb~fUqd4IYxB%75Pu0}{GAI>Da`B1Z~4#jHp
zZMGcj^xcH<Rq_6*{q+J+Cmp9td;v(?=JS^GDi_N;xlroo`gro;ZY~i*nHyL<yDnXg
zJvt`yayk;@!|1PVHCh<!QAf7X5?v&V3anLFSPa=d;;gz%(3%dia_Xy)6&-kS&ApRe
z&PPcLXJW^FY_xayq3?5J&?eXO6Bfqh(<gKF$(we6&l{5PZLXTxgo$LXT#7J1MSS7v
zm_Zxu%g0k8OWo`i(z^EDmv^_<zz_4y={ejKrpa@Oj2z-l5>%u0%)#j0aeEPS8P<E-
zW%>|biW=Y5<j~6iv|_eoXT#IKx(08Q>-Ea4)S06rVefya6m6@Qyu9>{a$bwH^QKCc
z)ihh?e8YP5fEB#5K5P{1bcKa(ZDW`JhBT)q+9<aD_;6+CbfLP6tX&s%JK4lHy1v44
zbq(^GVxN<MEYq}g9hpCr=J#&}xJ6g7P_wCG?$R#qa;#D#8UN+ygpXSFGIovjs%-46
zoT5Z^(gv!AzHC^zeff~Cjb-PO&DpiEw({PZ=z8xXCwNtql&l|}APkz*2%KJ8rZ=fx
z2w0Ro`$9-~Z@XL4=gyi_sq9KSygaJaQ&d{uov9|wc5yA4{CdPT&`JJhD77HEd-=2m
zilxSw=S}1gFkfb@6H!>pQK>J5Kec=-U(F;h=V#zgF57x?j`_{g&1`B-(T6SGYz0&Q
zf)6YyDSI43dcTujT8@1N_gyX3SsheiFe)EDJ+1A=2g~`00$cBZz5L}f7-8ODZ-5!U
z-?`_U*Jw89j$S?$+*`V=m5cJo-dB{5$^&ck2T}4i9YuH^0~c$DCPemKNoUw7b}w3?
zfLo&sczpAzjr-7Y>>oRL;M6t+&7|djSnJ#JI`+<Ljw>|#>d;4rWETBpb0LgTM$?4D
z*IlQg^(Ss6iw7!$vy{m04`r>t1oIA<nM_x7dPw6D>P+$$u(_Kz&!75`cR*tjnzI!o
zxAwz-%3Xf>yWO|W<a=64<h6hK0%k9Jh;(R*FjL-5TNe;9Fmtp@0%bcSWSy8i-QnMq
zwJjDG$B0}&Kt}Cj=*fAnlu6Ow0#h@)th?hQhhw6ED_-yNqw_<#U$0pU3L+w-2Dt@!
zhc~s8)S0An-gj5ond#(KbBpWAe=JG`yma-2Fq<JV4X1hOv~E0s-$<S2c}7H8db1}-
zw~J4RfG0<=y|!IrOM=09`O*TppO(gnc!eNIx!FZ;4&~A2XnC%le4XtAxl!+%Hy2L0
z|0YSv=8umS|6QM7{3*=N(HvLN2(D{`VrAd$vX{APPX$xnUhv;dg|_`}f4iedTX~yW
z=O40hhF$IcEs_1E)2H6g6pWLuaPTKKeQxF#MdaCx^73f9&RdbjljRP2TNOzJ27H$>
z^h(Er4sDVR>Klp<b6tA=>rWp&9OZSX{<cHM-kP$UIuBUwuRSm*%ue?3?_=ABjjUBS
z=AQca?_&a4Ga_B!(o!>-$ES!k;<QRlr*0n)Qm2(fB@_bp9(|#g{V;lxb>+@Kp6319
zI!+G99YZYr$gM5vn7a#p<u@XLYP3U4!j)U>X-Ii%%3ZC>`PbKfH=i7%^hPT>t@c5>
zO~`eUHV<N4ddcVQ8n`=VYfGmf=zm@(&`8tqyLti(w3->0)FZKH9u9lPy=S8P&DGaw
zvwvOTe_g%4<aOhbv1a}CJi?d8>?J9VG%?J5Z~Gp{QToCi7R1N%z1E|G(N_;iA=U7c
z2XlRZn>PypvUs_T(QUN&)j1DkFx{PXZ7RM?mvWIbBI;OEt+R>LkR~pT<j^IzsNvde
zE`Q3cOOj(^IOEsyh55Jco%bYKM(@V}^2eV}u`i~UwSu&jD~_$wWSKI}U0J|$C2VS{
zQ~1U-uPqUgH<ld9%`qY#V1#8m1sfY>lZ2O`lBPF{N^8Pn$1PLG3;MT7oM%~(R|*p9
zLh?%4<}gvIZegtpw>?iY%F-+)-Fbr=ug0+7nV#@HnHhe3>P?r2Oh~Q-wcvu+I2kVf
zmeOC$lq1c!<dmu3<qC;MF#K(#284t{&x?6QrS;VQuPGV7xw%)+4;9A6<00ThgW!J8
zLvmzp-!x1Oze#_T6xDm!l?5l%&($N?+Tq#gJV8zgvx22%${8&7xdoUqfv`<tmDazT
zL6e)A%E-m1W#JARnDb3dO~vibO{lJXkMh=yu?B`_74~Fv6MYo-8UKOaqnf&4^w5^%
zmR<dv-x1REo=a=5rInO&ND0N-(xYq<GtI4^5oohA?u*m@lm*brHKV)O(XqMsm8P2)
ztv83|P7a7P(wE7g`^`oA3f*G-Gv9soa1+aJEe0lB_v?iL3FYN<+adkk>7bVDK5(4h
zOX<&9!eXZ}Q34Y;E;poQ3tgDWL;ez4_C||(dk?*qo7zS@_?I8>H@oeoHJ#V^vSGkU
z)Mq=?*Ts(A4IX#<6T|&*hjgKjz1$CnYAQe2`u?&@j?V+yLUk24Bq+VD{+pzkWonDn
zjKp7gQGpe>_8IiXsD(($2Ip3?krz-yZ3{107gGGIyxR#aO7li{lcaux2`8&uw|oRo
zGA>Sb6pOs}+uB?JE&+Ru_>e*eLoF~jPUVfK&ZOtp&>+zf9OqQiq&0)!cW>=(xid0^
zBNx_G-{X_SXh}`6WkFEBHIi8;<`^~n9i?<!aW^oivUu(7HZ?#I6Mn!%3$&_@Vu(Q%
z<V7^g;^3gnbZE^0IaE3G_hFO+ML{hO2qMCQt^NdbBLUQjj2_4<=Ch>#prLW-X+O03
zK_}_RyIe$|%#e>`5N>;1s-7gu=H?nS-F&GamWX<EwdT5CHi2DC6i1w`*q|@nHn0*x
z!zUWhGGt%`uS(BcXA23It<}tPAF3Ry*x{GE=q65jm*YtFqBP3bNL$s`RJCNw$_>ka
zPgZ#q9ZjSLhVlSod@@<T0I5Sd12rM}z<Si8n-a0wzF{)^lI_{1yzfL3)YxUowAq?e
zCOiuA*=<P6#*}Z_@Fgkm?x~0nzVq8MEr@E73Gt=C?PGh~;_p_+VHOj%-72hdqWZ%h
zN4E70K_4#tM){{NYkgoc{dOyv*@XD1!NS3*^Lr7rW3I9iA<wPF<9MeFSF<(DGTHCU
zi)G<9IiAT2?l4*-*elX@E_D_I)SXDHsWIU`h96Z=Vs?91G*s*;!{KQCQLFLos0_Fv
z`qBvy8;i{1BDLCW^`C;YE$_OE-*aqFe>9g*`G`ska}l1h!?5Fkk|x*+d6dM<y~n|I
zk-{hz6Ss-|h70+D_QmjnwhWG7XX2}eJR>(hndUS08Xj%<3TF**g6T2q_x%jXndm^s
z>eN8s-I#X*$+eVxAX2Hp%=|(hL@vjL&!Rqmr$64ETj)hBR0R)3uPN#enaN?}4Dv$i
zT(DyXc<>7KbRQ{pK#hztS{E)f?n3d=%M!N~;ubHaO?_`n%Pn^@!xEobYJkZ~ZCna)
zf#hD|Oz^%w;ld}DsTl)mB_ytH!S`tNdS9<I?H_+jKmXB1Vx1ehp@4SMVC9P1uD^TA
z#(9)#sm%%93YcQxEeIc3y5KKYi31*EKAuzK0nYtfqWjkx_SFu9UEQE7C<}YVcd{$K
zFWUSn$K!uHMfsr@)|&Wqukp}fQMk*a%_C^oZ+-pw=`3vU+J6lW#x_C!%N8L=gEhYd
zEv`kdJ>lQp;#1?t58FsPYdkNO+-`1$=lyiDm0hJ9&KJ^M0_s@OMSP?$k^@BgR@FaE
z30HlpyDMZBZ*@s{Urq{0+Kj?%(Lp%7a&9pf;7t$P%O1k)_jD4w145+NJ<l49v*x)K
zM2+&nU?%Yl+wpFQr{pZn$IL9cFw6aWZDLhV2+p4H$zNUf{oP)lgfrz9LhMeH10;>`
zzY8Y-I;;-RkJQRrqCzQj>CLkFzRb+v_C_naT)Bqe(F4a43wWnXOT~B{_DzrlY~Tw7
zzY!*izUG_>-V?`*_i5lu?6B66rv|UXwh26Q9{9Z_Y;6yV*G0<B1$17nnpwxHtx+i@
zq6ruZ4$7G0&o^F(2y3Y7kZxMKc+%8`@>X!xXYm{h3OAsuB}f58^PS#BL76Bum611M
z6)n*ID&EQ4$5crSW)>;w;i`ezg*p{ebhSz?us5yqYZiP*Fg#4-LxTR(yfi=rn7y@0
z9VKgbZb-j0>6LZ9L`O-EDNFwjXye}M=x;EU_dg9i_Jf<|nEHVvVJLkyk07O)!E3Tc
zx}Xph+Tr(Yx!^~79bXB1`3-sTt}|{9Rb+_5o55t5O<OX|rt{iYz_H(cdH?C`+<Z;F
z&=+}(xqRM~7-K^5KO4e-)-|})c#0>umsKb7M<!o>Z(<gg_W3eY#zDSE1wg$d^|I*S
zs4f_EeVu7wFgZ2d#mpl?4V8;q3Jic><&@r#DRPgv;$=?-!%M$0VJ4Y_h+vxivMK@L
z)nE}@@MO}f($a^5vl92s3yLweK={2y1cEt?@n6rw*mnEe;3X}Y-j7dCwWpst6Y?FV
z{gWy)QF+ywxuymM{Kg0vEo*5<JSoBNc@FL=VSWAW_LL%h_3!BG&}c=~(k;nO(JR3`
zhDOCIq446LzCu?&1bTbnF$T_!F;|Ae?o*{+Z?wTCMW-?k$%<y-^h?YDpR30Yf()QH
z6K9nK(VM?L7t8Ohkq9H*Esp;+Idsj(|1A>K%yPUiWhM{&Kya9KzWY}#`zlzfv-SLz
zhD?OFyVrlCmKlHI68{AA?)43xsK>T689e53^uRVxrrt&S)f95Q>rBdo^WK0KMJAlG
zTz+?DEqXoUQSQoc-%9H-Dp=CRm$o5pM7R`2PlHX!;myulWyae0@>=xIe`>zoo}IuV
z7?vs_RcE7m-}<trxB8|Rk3KBOuX&w^wCqRKrdDfJc8ia6l1PF1hK2o$#CpbMpS$Y=
zAqQ;(?jM>-0ohGtfO)@Tk_#s%_gIx9<#UbQjQ;7$Unjbc`R^m?lmOR*QhVM6O~u-Q
ze6mcK>f;&N_DY5H-d6w3W^4SIPrHp5ml7(9X6LDr6ma#}p<4quVX?=SOW^l3hW&iJ
zPiEb}THC`J?D1rEu3U<HgJ`>oVN^6lL}@fX453?lbOK|uE~6z(uX6O?zGCS=Gmo%`
zs`dOZygXRoGK-u|q%9+ML)B}mk`!v$?SZjXtPP1Ku{XDNam+w@>x#C=<M6R$tDI0X
zcAj=asrg_f@Nyo=I3Zix0<pvEx+dmtRI<GBHhEWM{jg<DHdb{QEw+T4<U~PWaFj8E
zI6jIMK^!$P0hJE1ox!0hL%~vVo=>WX%@D_mnz4!6GkZ{g!;AaQw8c&SS5kWg`Dj^i
zl>8ZwS)EvJnT*6oQtBW4)N@~$t7JYlc{cvd-9q6bROFM*caAJ{`97x8(?dQ3ZP?un
zjbFtNmT{Hd+z%g_AfX#2&oALt5QYh&(m$gA<aF>)rS)hpIVFqHd3cgy;U;7d`)5OI
z|D}tIIgp)5$lY+uq@_3d*NSE0)iMAe1PC@`VS(T8*6Hec<svEPN6=eGs^8{Oi~nu|
zRus#dGPC{QNr_K42s)Ir1P1F`PjSIik*mpv9^8WB%XagSuZm@Kk}#K#geEm|bc!^O
zkEF0x<I7)^2oh5G@y$OKK&e>@CwAxmwp*C%K7+Q{HPJWNh4}=gXD=??P5JJhoU_~N
zZk<n24=yfG5nu&)I0U-?-ubOKM#x<6#jr|Yu=P9*;NE|aO>Yo<Pr3PD!^^Ix4qe_f
zC1wT5!1S$|2%`M1dp*x)sG`YIyVg{vEAwKWxZ^nXk{dAaiB;V?n;>}UmCZffhdF$*
zDRcBEHxD9^pfR}5*R6-|(=5n=Q`NG-5$%@l&r})y5EEOi<vf{kzVo|9d6bp-^q`T0
zmv<OXIm_g{S^|)be&=V%#;N%pFtW*o!fZIPBY;>3RM_=DMcDMpL$A%LLE*7)D*b%A
zg8->xKb?Jg3ocr)fC%LM@ug!FRTyniK2v~E%y9$M{}yJa?mH(}_=oR;Jz>k%O39&V
zW3vhQV(T@R^8SW#_*Zj&KPMdWT4t4-$HIh&I#N6mQW^6ma9H5);$M-S#cf89%#aj-
zPv65MXegRv52{5!L(t5{Y4^Ek7G-Oe-*iG{tk!94!U?>p*5c<S8gEY~o*N%CKfJoR
zJ-M75+0c_{3;6h{T@dYNN5(UuZ*03!^!c11xX>=itkI*(g75BTuB|hRN^XpbTjzn_
zVRd}1OtiNp7~{MQn_yR`gm}rY+Q>#9sm}2gnSft37=OgF-^gnV#W=;8Ou#=;7j@~E
zO6s$A&65Z1J=O0f{4S1PMBKrIHsVZCtdpub`EDHB4)HD?GH0I{{Z#rL0@Pj53VfPq
zN(h$6NIw^(DpKw3>W9rJgf(2ssl69^WAtu{Ra&kj)hg{1qLde_PP-u3c;-j3Li>Su
zQs&a=kL)uTsQqHPx{m<sla@O>nbb}lm-RogEmTg*R1_HZK&DW$&w_dN*s{eQI~h{s
zC1Q@?r6`X`^87fdDJ_S<Jr~;eTkrDpDVl>q)B4t^PSzX#p@q+;0~X9EkL~vt{tQkk
zV(d4zl+3)@>7@L}WOOywN{Tza_JN*tcd^Aa{o_e<;7Rwy%sZCnKk1T=qtTOMOfL&B
zka-Svt#@-nWW~NaWTe6Ww^#hb%zrB;Dvp7(=!1Y~uh9NFGW$(i<=<P%3*5UE<ppt%
zso$7bhAEV*$U^@v)4V1|(rC}z3B2_dTgoM^$(CrIj%b1?un`d59vtYHc;0p=?|T$+
zcNsE&1Jbnj<Bl6R3VuBy;1qukDkge0dQX@c9dlD&v?pI)O&K*m9K|T(3;s2j@Uu;K
z^fhq){h~M%ee+8?V8?iWHXg9}C>yV4Sslp2rKJVrpRzFW78~ikjuQIj1jEsGB4x0Q
zaHS>n_~0~_xIG>_QN3Q0rs!3%%$q)@)on`M^zxBT`2zl4v0>h&*F+&rNz{_)V;xSw
z+~i)oRzO_Zb@v&Z@>aN_=IuisztkXtQJK=@BxeM%sA+NRl&yQhzgDthwCqOKy(Umo
zdoaRGVJH6!28j&kUKmmT**G@+TwnXA&!?lIE4`0V%+t?T8Wr$k7RcBc3FGZnFs(MA
zrpZPU@vQId=5Q*@c6r|muj{N3Empar)bSRu@~qW)o8opRRS3vO+6p}~u*|@Ng#}T2
zIl?K_XCk!DmJ=mB2`DMLV~jAC)Na6Se3AHoibw7(4xT1W*ZdyJ#H-RQU@rOijVb<b
za)e3cJ8!PxRkKh1TaQ+X$kfJBt7hcXg!j)F07W?*H~-Gc0gET$FG?L<k~wlY2Y>Ol
zLnS1{atoBBkg55hXdiEfO%GcgSVE1+Is_UMIl#%a41pqeK}MyeKPBO3W@Ma<<kn8a
zik_4d0SfbHDB>nYIv|Ke{^m^^QZO#X=W)>lP8Nb2B-1kPi89#aE4_n#s?;y>@F|)6
zs>moypn)4BhCJ5Jo9=m${b<mbV-<QpC;1}j%iJOuNFX_-Xz1@1@Ass~bE(@&E?;o;
zOAHhdZ?`xJ-y;?3KK;$KhA0y8HM_erZZ&+hDya5RtPcBkk4}H26v1W8)LSu~PYkGl
z)2<rB)q_{fRC@$D`0j83K?aC3Yfy*zU$eF1uNqWAIS1aAGfHBxFO9RH024)m0=75~
zfBfvJ<8_acnU|Zvlvau0wGpxD@WKmFJAZK~*ds<d9-o&RZ?u5AT%z`hM^JD$tA$3m
z&N8K;flEY$)9`dem%{hMhY3Qql#~HvLZK3J*F^#!6GWVdV}zSO88o3CdI#6rHvqGU
zI#ch+2+L=QYA{W4a>jMS#8k|$yuo5idCexW+bz&hR(cEXjUj-<ic{K%g@h#~J@A+t
z?M@QH16|B*25OL&511p<A6&oRdwuOV=J>q!BIGwsq-O7EX$1Z;tJkZI?nJC{%^fP$
z-L8a~<+2M5CNb*$=M;76pgf6$F=S>gS)@B!T58MSqiQM4u*4NdClp7=6-V*W))vhY
zuS{?j>?EX|tr5%#lj_889YZ#e<vCMR%Gu@FqHQ!k_fF5p*X`S$+R{ANe`&y%n#RPz
zyI<oF4M=ugUgi9;dZQ91NFz-Iq}I<b_s8O(cz>T7M-~1lnG}tDN1qDU@z73BMQ&W4
z)hfg0&`w5Hjv2nacBDV8WJzJdkCMda(2HX7ANl<5qCtu0rufb3E==75SS?JfxJ6zq
zY_qe0il3})<v+q;uYlh|SMQN$m)E~WV+8MvU83F4i+R>BRvYWT%`D{2xXi0&xYF!%
z`M%d!NW5)2B-c%f0>ra3v!_0$eT*E(CKbiA=P{RHrTFuh>#*L84ebGC;q~4%+`ZiY
zc%OEijTIM^nwgM~yvZ&@6BFT+yFyit<ZI9B!`}IJnG6Z=zC69x5~N7WSN^3JEQ;5b
zA(!JY&M3%M4l89{JI$aDSVDDYRV!r>=n)nXZYv{FNu2jgNAYhwHtbxXO%vmTcnGtD
zE)b3QQn0+FQQ)1fd#~@#BRqH)1D5w`YJ8q(a^%A4x%HNZ@20?>DN8`R{@>p3|AXrk
zRG*)-JR!1CcuAJA7Vxi}63NH>o|RDzj+}_IyjUK=BkPai2|ciB%Y0TAAmX675Ft%S
z{t;+5%uf(7uf^-uu7leJWvA=COlI=v{~A>wd^JCr{sOKnDr+kr8{>a6LBxvdtmaOK
zt4|<q;<M7XQF60pB+~CG*z4fGNd;S&s2-!jc=^R$z9awQW+NcXqj_Z?8A1vRvCw?L
zkgoG!+k#|#k`tPlrt|2V&3Yx2bg=ltw3`Bg-!dcEVq&E9B`>fGj1X&e!4zFfLM${Y
zD}gP*4pCr&KcZ+Ukfblf4lC*Y*}#D#-IGt03Gp6(&tZ#mWIq^X-uL0NrhAXxtbmE3
zS`Uo&q{mZDt>U$1v!Rn|`WR|=W4xWIo+|Qk*Z9GHtQ!BWol504R3?(v5jEo|9AWo6
z#sKH2jOML-58NJWV*WYuiU-pDE(v-_%pVb7VTUReUujOn#Z|Q`mS_-V$!9<FSr7Bu
zZ>EQ|;qvZFTDhM1>{LAA${2sO0zq-^ix1Soc=-Ii=>yNiS5@Dall<x-?BU;+RSb1-
z4NBu2)3f@(mJ3Up;&$-9DHH@*YqRiEB4)(_JG!-vo**MhI{YHe(+7)_OK`aDZj<=h
z&~-n@4w1Gx@vO{ryeFC<(Z>c*!HM@&FtBI13ifVVCE1)terRc-k*w-{F?R-`J~`{&
zvU*l3IF4c(@PA$aueiTghwO`@18r~oBbEQnAdarJ3c*KW3CLD8<!p=deK8A5cug(p
zOs(z5C+?*=)t!vXYNgxv1shPjoN<<R!f*h`fT;z4K1AFQ7@Tm!7{d0^!z90&DSv(Y
z7XQeHHV&>qUOE4XGnzd87Y8faWKET+4?Cjnyv(!1pd)H!$0#7~neQPSFsEP!MAH;E
zu}vc!-lbSZEP92VNM>ETpCMs&_BrM3{+*^T`1ek)&!Vav?udJ1lugqJcc$tpO{FOj
zb*Dgb)!llYoEg?H48XMcL8}TKJ<_v<ZGQ&j>U^&2O<m55@lVnVy5-pwE6y)f&d7-+
zrm#T?ZrV5M^b?u_k2$+Yf?jNDD)k#L@7VdKC#l)xBNGJc6Xk}(0N2mG9*fXR)E#u3
zjeoa6nmemQN1u7-D;2l76~@Ui0)!H*$B#=vWrL5MnG+LANL1hFEJpLxu%B9RU}Lo{
z4)#Qm+b#U*-b)wUl9gm{d8(P2b1b8#B&1GZ{$shBqFgD1{g$N(cx{+Kjh6U*S-Iio
zDX$`~`sEwhtM6!=HWAglquuMR5CifT(&~s8hP7?n9jE#B6DdFPQ_Ga&i=(*>vdyYQ
z#fk;rHS!L5x<zJWwQOHX|3Q~ES|kxDEzdT*dwJ!1dvbN<*q=+T>}U$`6fkPwC3pe%
zA9x)Dj<QsfYQM2H&8=N@f#Az{r>iTlx2;FA35oNo$6d1KD$tG>@q8$Y^_yEzjiSKb
zFIVrU>7?mnJ8^!J`bRx^sBM!Wy5ZExrZQ^}EJj0BPI8In)vIt5o1-LG7MdYBjrgD<
z0~TX*7oE?jt_~F-t#J3FowqIauO(|VoEzkjr-2vt?qyvA3URuM(tIqggOcOe*yG}w
zW)KJq94sdRSz#a$PUS71G1SzBhV|ZTL|Co(>*@stb(U18g#K5ev;qNT5CK++F#&DX
zH|Jf>d)nj@Hr(-bXAKrO5Su{os4Bx!`t1%qA(98R21|7oRcx<xau{k-&<>FFt_Z)9
z4OeJyY1Ljd%K5?s+#tQtu_&3nhRBN^$miZb6rUoRFFxvMsa(HaMBGU5hEVEud|}I;
z2SS{;Z}_v;gMW$tf8>tm)xC!PVeJJMdWW-PWzYARyQzc2$-24z7NM&$AF@XC<IiD4
z7h@v{Hy@T!UEy2xBrZ=bga3tIOq{;y?)efs3YN}j(Zz^fnF9W-8JT$w^!NW75PDf4
zjWqq`eI;gD-^io%N|E#kGO6tGXmttlX!9X`C5Tr_7u0pulQ5`xablTe?C6<fbluM8
zzJO>OqiR`xv6mDm??e^0Hy9M9IMHXS!%L%<5UDi4CCb^^waYS|N}Z<O4ij^qz>wDO
zTA`qJ`tr{A;+J5@N7DH+6K#1JcPB_wh(>4Cu#CGcuw(I#?uD35!HUu@cN(+2XI3D#
zX<YBRx2B<1Y%GIuc2?%krg33Zc~coj7K6b>d|l1?A=+91M`NvMut;>kh9iwsbDLfv
z48+@+8(8!WrNehH|A;;6&daM;fOLzW^7QZoHH0H1ok%0P8jFYDYAQe`de&3`{(1XW
zEQvr^?m_Z$2dxi!V`shDv(^y&sq&1tWv2LW`Lm_?7KV7Na@@D#J%#+@JlQYbiTBVv
zd2h~FyxLQG5vOv<7~MBqZm8?(NK*+-PgMvj+IobSfU1foP*4~FgvesxOlUm4o_F<-
zva)rHXB3*1aIFaix9|#bURU-(33+D)Kd{y)?}-9pdK{Pqp3T*Tgi`8CSJAs~k<5L#
z|0}8js$2SM&O+R3R*?LUz^n<pA%*mE9$G<?%0XpA=%uBf5}z74COB^9zYe$}ib3|a
z-HqF61MzODdAZ+AZr9)b3vd;2ifBLxkuHD$n5(PK{`W5l%fC$fXPn$dYD!;RR$qeB
z2C?!QL-LMdoFvP7VUv)!1J^q+eoNN5*ws(OkD_Sx0Bi|%cvc>?69XHre(^x22VK37
zZJ^MB%ok(_la!1dYM@>=DQ#t`rrW=jumrH4q&Ed@;cLHr+<eOFF*feva(iyLmr~F@
zYN{4p<Gx7TZ4xEZ)q585#eaM+li~L^ZoMYcOLnlS;8z6W)3(=Q`MGflJ@@A1%=5ES
z-An%l{f*08)7^QYUm%Ib5Iz7LQoD@-ADa&Lb!w;90TBdr-#+f9(3DiRu}O+mjc27R
z9Zx1PKW!4IvQ3eY0-F)nuqV?7zDQc1@h0H|igLLs`gcY~&5XqcLyKzpxlY@zA!_uN
z{7%kbBbN^LytoPkIG|=~iXs&2JgV#s5UAbb1<?31MJ`<u%bIwT?_51H<{6_sNHgfm
zreZ<y+1w|`qTd6FFb(@IzZLUt<o{+`sz^RNdk}WUzk_QqH`)~9^MtpmtckSl`q-Qn
zxM8L8+Ra!8B}E2Zq4Da_48U$AoMO<~Fcxel4A{D8i3I4xTYGrKo}9)V(#m=!Kw4TL
zzOt4nb)m5@4SRTS(b<$*>^VRubuMlPtvf8_CvSq&e)lX4?4|$?0Lfe-IqIbvW_LG%
z^G408=YMT-&F~pWz2q!D#RGo>{*M$?xpz5KnQp7q=GB`DQ^bZ`SYJuYwZdax(r(+(
zE{EfNU8!egWmqGY69_VRYC_mdEX7ybEKbXwqxJSzgOc`ifH)QVQGIq&Jq<?`Fuvsa
z1AYQXW!*e0T*f-?624lrMn8ChJ&?%gLwh<kGw%W!Ha)Q^R@eEr;|i|xT~&6m8TRPK
z)GO|c_4=4>b&<V$)WjzvlZ23k*d?hvf9e<PqkX@87Fij4!KpH!6bjt4yg8G?Pl#SV
zniXGhYkhBvZj)&})D45;Yf#~y;Xd^Vd*=ssuTUGa$H_>D`y{2f^ANW1DnukJD^#BU
zC4OS4q*i9->Jc>Kr4@g@zn{196455P5C+gg7JAs;=|<hz>HF6iya*$`b1(PW+ht5?
zS1;dxSU%cqWl>rp74HAPJy{#)zr>WbR}i*%1)2U&&LZufN1vYg2M7H7eO-<i{Fo5@
z+UTWse89_p7zrAM;Y}>E!eb4==cRr)Z|1AXV_58Out0TYQx<Vca|pPmrSLo1V<r#(
zA5gYk-K=C3z3ivQ2yVG(X3D-Cu>W`XY_ZG1_d+9=dz49B#!d_D_Uf?|txE@1gPXZw
z`?b<HE*q$LN~lvrqxOvT_;rC@XL2cNjPY3m326gySp(cjL!1eWCc3=wC}3@vves8g
zt)Q$jbfAJ{l`+IsoL40~y>rx)u4ejxP=6VSNYnXM<EEgOXRrC-M+#WXF#q$z^vioA
z?H5;O3kn2m^e1MBL9d{E)lOtJK-!HOoy)%c`%&$HjShJ|#o$v>%I$1`NE(4hlTH0-
ztWY44SL4`@#{R}QS=z+m*8So{Gt+C!{5&7EaYN4i;XQ*wSY?yziPIjpBNrdF%^9bU
zR%McR#bcQPhz=-z-KS;VSjgdpIRqk1K@bCvg0rq5y&W6WeVvJcB>bC7U8B1YO$EZo
z2Eg<gl|0izh#B8V?6UXT^LxzP@<XxTek5*}7q`bx4uyoIZdp2UPV0pHEBqy%+PxVb
zs8088`ZP8U9s_+yQzAhs;2HiCZNz~yU~?CH9H=>^Jg?$EX??WO*qCYQ6h0lWe%D)7
z({(FcZ_9c<kC67*7-XL)nurV;;DQ6b1dQW<)IZJ4sJgsN*1PAjf!)D_dbxQ&Y;2T5
z*DV*)F}8}OA$s;?ak;i!ceu%42|u7I6%cs$(?6)#33BEt2AFyWa*hYlqJUb}SNY|^
zt7mM&rOdSU#h#w-II^(nkBwlGIgKnXU}qbfXrgZfU${hL&A$+)I32@!K8O1UL`o@B
zS4Wm!hd#|uO=r(z;v(g92jYPJy?$6bR<DJ7ug%O|=_`lr?b@Xt-2G($VkhQD5C<7f
zU#O7%GU)JXd|XPJtIgr-cp-ORRab$c!S3_|Jeu4usQg>hjwT3iM^j{*+<oFS6i%T|
zE?GWrYPc>#IiJfkgD0UZXn3|*BX|KP0Z!Q&`bX50lEs9J-Z;}*ntXkr*V%&*)XabX
z=mU@{f%f7FTsbp#!GM%_Cd|<;@vJPrMWkkIY5or|NcQwpNAghsFD?)U$*qZ>qu0yQ
zk;_84NNfoiof?v~CIyA`mZy)bm9mE%m%CmkBq*iBhBr)ZuiSa<tTtdcdp~u?t5&ND
zZGf9}SjI-0c?EkYpF~NSn<u?@pds!UhZDMhmFV&hafSUwlS;pnD0youvZ|mu0f8qn
zw;<a7_FML+w{OTPR3fDvFE?RBc77rKS174h*a@|-$7k`kY{HAKP!f2gRrPq~le1=|
z4*LwfeOpdE6L4gq&t#2^kbZUapX6JsuCX3<OsJL!oj;+Y2m9M~0C1+GKL*~<^zr(6
zrulgg-=ID@k(70n-r99VsST7jouM<YmKp6+;gnM!$ffztgZvt0q9*F|j(-Q6J=HSI
zO6&dGrjN=P&sFn=ItgePx*au^877`P)1oK7((M0ic>Ik3-v%|+dEwV20p$Dot-MYg
zfWF|a?OJ&VEQggTH2DUxqiCPA2n-Q=$-493-v5Xno+1o8bZ)=|7<guetJ;Njy_%qy
z0H?ENgy->m#Rw1Hc+J~KaI|FVyhi-F{hrQz+%Qjo$H5du{qhtK$0u_mB#0OH=ta~;
z*X@6Jvw0cJ_KGuhODq_BGY3QkI#!)J?e}P!n(T~cts3jmtmCva!>V=jIS*>>qaTxQ
zPn*A5oPT-|osl6fz8sAZY&h6Agw4mbALuRIO;8_5f@5No0Y1G#O0$c!J8q#q@aMe@
zZLZxo*W}NIuXw!q$LhaPN0C!4QPcUKI10Qr|4)VdAFYvWqj1&BE*b-oZ9W$fN`j`2
z*OJ9V?XG7_XRUW%=Byv`bUgL9{%h=SJy;@(rkf1)y62lqxH#iBXehlR%YE1Uz@bJ6
zFQfmqV|4s>I+?~l@SR%Z<V~Zcz&dPdyViZWONo~mrimeL(geI#AnUgBYVqm}e*f^W
zw|USX)d%EvdP`BwvZ5xN)XLhiOMz5R3KNIul8k*Xz4LcEXZ&y;J5mUSuOX3$fy%7z
zBQPJ<)S}3`3JmX?D{Z!E4x!t#7AwY;(bV(&6m%<jG_C#;BNAAHc3&pFn=k%=uoTte
zL=q>7bq}ajGyNH4O4AUldu?NZfrSO46f=Y&2AwcPJM6zbeXc|twrmO#?m_i9VxKgf
zKGPc8FclO8(h77w$lLDWg4juP{1A|J((QlINX$ckcwd2ykvF^f&Hu%xeXm~z7;_zh
z55hgf%4~DINgvIBL!16#|9Hlfx*w>E`;kapz+Y^~JC-noQ?H!++^<|}4~6IdJx5WY
zeP)<U6odO#LtUIgI%7wTS|&bH`Yi9ay?Xy=lWT@V*J9MvOS?p8CE5hWxb#{uQGePO
zgOTMp_EF}RP}T1NnGn?EY8pu&pUv>^A%V<51X<d$d@_T)VE`lPoP98>hpWp0OcXXZ
z<0o(LqsR>i#n`MqKz*jBIh)mSb4&f_F@s>t0$A=Lb?*fOih4D(f{)%880@cHdEf_<
z3TV2rpFJPF((vKN-5%?OZ{0%cjojNQ#i!&-$QxuHnWqz(1mD(nbcLx8<+<Hn4q!tR
ze<26#!opBHpn|<!K{U-1+h|xVje>$?9o_)74}p|c)KrNg>`YF4N-;V+W&QquCkiD_
z0iCx=kjXOWT3HkBoSS7JkFBnzph5@1{S??yI_xZOr<|3xv>4zR*)kk6g8S?+WNLB9
zmSW~r*`@u1tuSFw;`v<}2E*{ii9@8MrN2NC-VGkol)%PURvgF!;sxH0NfM#s&5j&E
z1$!zLH{<F<kJwkL+RK8(^=;#G4w!{EABu-RW{-5*R!4(Z>C}})fqcOXj8)cB+B09G
znGLj)C(jBz{TCUYJj>^B1t%QxpD)&hWC~q}b$8u<uTITk;}Xp>fD{j!4WV<Jat5d=
zr7QGo?nR8wyl7?nwE`y0t?~blskZ=%qYbu(0|9~scMB{o!Gi>Mhv4q+?he7--8Hzo
z1()E#T^0%M4*&4pd%yahVz!{zVrqt+=kz&!x*HcJWDf@~9ek}9>@f~(0)Xxcbe$h*
zbGBY}(R|7m#CGrGZ(|!#BOln*3ZFfM3obEDOU<TaQ3SE8_6@h@dPPh3Tk==H=i#}u
zz)aJ)ltvR&&SFN)p2^MZpBWQR4J`*3x>)Dtq|&w>AJMC6|E<JhxiJSK>ZpCd5Wy=@
z%sXzxGj7ErB%0B>XY7vo1<n?kFq<B2o#;Eynv+L6kS}y{Z$G@fo!Ya}4Q>R2>}czi
z|5RUD&2^wit=}jcP(H4%lJ=a4VkChOTU9kRTR2g;*L`iCX8Br5)IVIk&;aXKIyhL`
zMPDr}T;6Kbyxe37*CvrF13Fx^>!CGWz4f}+1_cnN#iLLhMBsigK?>We?oiFaDv*Bw
ze{dNI(XlVU#QZ0cW&v?cGd!~$5FAc}9>H2zB(JMzgcku&4YyS}ZY&h<i|P;B?9@sB
zqBpD5N|eeN&^E`7!hzxd0P9)!bO%|joYsWdrT5j@GZeT*;_QDh(>Di{(E!0VQ8Q^?
z)Bq5y!-R?e0kf&F`*dja13}cIFsjtMHL=12&_IgnfbJM2S~J6#Wq?NzNS-S!aUx?!
zI7@=RgX0}-lF8s!nldI4gbQ9Bck3reF}|}{>8H<WH2m{OpjBGB+QymeVjP`XB(P~7
z?bP&WdCT@WZK?by($%#<|DPqKiV~20UmmVU?&@4mnLZF%yiI!PotXZ&hkJM58ozGY
z4s`uj`taUJ?El5vy{LU!W?Y%HQJkJ_5mD`^wc6uO3lUP^DAbe3+kGz19-d8o<9;0c
zLw^_*jk1m6n^XmM^{`(ljMfN#e*eHHop%@O{$h)BU8r#OJ3_z?-gEeTvwrtVnseXp
zn-8RdXSV*wps6PM`mZ{BTkfs<3s4tx(<Z=ppfBT#z(6Rw5ewd+dsAf~^VGITO9=;i
z^m{a3VW6#KM40B_?;+@}MwE?qJYhEh8ToJJG{0X>j5&Q{7A~K3?s?Wro0`k5V>(cQ
z@d^0VtYIhMAHU2Bf%=a>SZToi&!P$9NisEQ0@}sOz-4UggQjuwI!Pd`Z9mVfx%t+Q
z*i^FzSLUT9i7;!6Wm+mSJ0wPdph=~cs1#VrF(TFfC5tW%=czlFnGmhbOjY20s}C@@
zOm+FZHdA}@z1W&0Pk)gj+{oX!Ks;BRjTx=Xs&cW-k{tPiiT1z@M#WoBCwo*p85gW$
z_ado7b=hiJ*`0UB;gT3BT$HF8w6$MkkXyVJR;|QjrYRo;Oy6$=w#hN3!M%GuEQn86
zk;X(3J!s<MkZ@DXQg_mFa<(jMvr@_`CdOd2xLUD}FL6oQYl@w+%Bs#XUi<xF!}#oH
zov3lRV^N;n_~B5uKdLOvQ5Z&@$+yLOzQE%Mijlwz3+jTL67F9aEA>+6qoCR%j<AB-
z^YK8I5GcsdZN%oh@o1n?)c9;zr@2f7$YBd8*kOlADsf_p5%>T<vJqH65YQ|_Tm@HX
z79-pvtU{krJ~LNoIBxcGI6oYOM->navY-NnmXw+)V9Cc$6>)>mf|Wi%F<%<n4_Fdz
zAah<Gi*#M=j&WZdlWQ%MD2!Yk1Zuk7|Nd&VM(iACPcUnCotAaN#I<5twPb2iELLwk
zW09`vv^lbWBQJLU>o8BRRVP<N3VO`-<A&QmW1owZt{%R(l8r(C&c;T1*-;rg^Wrh~
zt_Nm0KJV-lopj1*{i{7Dqz$ftt-g%K&hk2gEbul*F;hw=f{BTTR{G(L*>$ViFQM+U
z=n3fbsvqThY1uRi<(R4I(nifUBcL{lYH@W1l@zLQ&MSimQZf4TKXDP6TniN8hE3L4
zo9mv%EoWUa$II%n#-EN7=i(RXCBGpQ-P~lZ9X+=@D;F1mTjwuN3L9CisHGM*PTMq%
z%{7`6CbD=<*fTaP5|3PFy&8cOsKdidiriIDH@ARc)nxXX^7`$(H}~W4{Pk*QcqR|m
zB#Rim!|pKjM5Z~a2oqq^Jmu;L>kBDaYA*?<v(0?@0);vx$I9Vx4VonA9R4GXEfNQ)
zJb$)4OIqK$WUSKHQ!ht;_w1yRVgn<WQ#c*2(X#P>RPMQ*`+wy=@7crb{G@B!ph2Pg
zHptm^+gP8;vm!cYblPo;4kSdAfb+=f7&@0lEH+IJL=fURdeiIROfb+Rp*Xcp6l#p=
zV*RxtGMp_&o3rql8#Pv^H`U49|C2^xI?>>EF@Tkv^p|t*3K$xr3>a=QrB}up9<`&j
zJ;G+|u{l>#ceDy53g+_W@TN{$7PEy=pi@{FA*sIqutVdt9-){(=0iSWgBbk>wNkIS
zXklewX)^XhEkjx}Ql`{ELpSkK66={wrulcrLjKkS^FDe0^4<@%6+6>3N7KW51lo9A
zd3uF~lHmAdBb|kkQp*G@=B6JD6x7s)wDGEvqmAb;v8}};f23WNKJl?Hm^Mw9%;H8G
zY2;J=px-Z5a*&owif_CB1xmPqL`Pq0T#r=#4e!Ab7ln>=@QHABs}A!P=O=}%nPCWp
z$y6WGxUew(EmI(o$y6s@K4EYryA!pLEKO`ugb|pV^Ov|Ref}c3Q9J)J4s0OZ1wSR8
z8PrGI63XpsXqe8>9!#BSTX7XKNs++X83o)*fnTY(Ut^LG>(s5InjTMkShXL8YO~DS
zoZ8r4x>z1p)0@r4HJz|voIH^N{l!pzLJ6>D3O*C#t)mZ$$A{8Il-B(uizqGoNhc8*
zg&P?IPNgy}RdFDNu;#6nr@_NO7!*%T84Xla02Ui48ecDs{-sN(`i$aIeXM{lu}3pG
z!kj{3*=8ZnwoO=nX5LDkyIq`MC{Yp@=r^w=3k(?qhLT=#Mp?0?!MjHZ3Q%Uu4ja#1
zXCELrnpX{NcwN!?K3#K~>^(+eekStNqm5bXPRi0ed)_Q_RWNARdCa2Qt4&m05q(m5
ztXq{{(mC;I%VM2hmb=g}Adg;K6Qrrt_U3)LoV-knc*FAR3}U}j{PboJCFSH;h_;gW
zzY7z*V~!m3{)6i8ER-#+tXG4@oB2vI_Kfwpq`afbd`S%G*Ne9sET4-FpKRZU$qjF*
zjnCV$41Wl~cauIrlUn!RRW>1s;Xr4pZ8>M_x1#Hvhp2T9k27TC<m6xrpVR%<$g{WC
zAq9VH$@eu1vupUp^P{cziq1rLN6)WW8QIL#9p9JVS@@qlJGraZkL%rOf@Ivkb-dP|
zydSKZ6mMs5Zt-u=w7vrcF;-xqjVqK!<zu4^hyB(^0*4ZyS4=bSrR<z?afL54Zqgdp
z=<&LImrX}e-AbBhj4ii!wp7%<87sq>4KxJeOWm<colY)yb`f`Wfy#)y8)jfqC8d#o
zNHRL7r7Y2WPKAN8BZk;@0FjBFz8IT{-t_0T>kcdzquJZN8bNff1H&K+m8qc!7>?-=
zl#CaKUl{)Fi15lEZ;7(mAEOWPLJ}i{{ZU3mm-q?tgBAC~3B(8!7mP$fplU;|^^23~
zud$Tam4dRl{I`0B9MqC6xEt1=7ivp6H2j6CKQ44-7S=n?jA}^+s)MF~Q*)WIN|FG{
zRh)n{)OuU|!`2L~QCq}V-4^L6YCazEuP}bqc^)Vx(Frn0c=98G(p($}g9=bNYIq?r
zEo579?lAmPMF3e@WD+8V1gYun6xm1R`QcJ%CG|YLL=+UJLQnv)o_H8BJ823E3Yvcv
zabAQwnSf{#^KgJiNc3=&JVsau(PFO<vK4O7x4lQNonI*rQ5z3<`#LtHBcP|dzb*Tl
z7<UBeMrA&C5`NGExjGC#s<CZwnm1fU16I<~h~#*kvzL~LqC~$8U5H&6iQvK6ST=Ic
zNk%{Z@X`FWJM$ZDJ~ZUZVz2G<{@GT^+dxj8r)f~k+h((s+QW>fzD3>e)4C(_ndc-=
zK@9@-cW%dB$edT*cLR6=Rrs&@%hfj;Xo~>iAJv$p3-GJ1_sbVr?77nijsSN3v5GN`
z*4mupT`_E$?yG%?vm;HJU1ZG?&j3;ve=VUYC?k|;Ta{{>2Sf9FPPH*z&dSdH&)T^4
z23sAiqk-N3>}|4y!?{cXV<?fb4ro(0;Qs<Rl1mlo@GR9X6Xy&%!wgdD=D}^ily7SJ
z<C{wj#P&7kX2q(;^?m9w$KwZF-nSrhuNVA%M#LmaqK$DmuS;w5&J!9G5vCG3c1{3e
z<oF!@9ru?%Sgn1Zc)7FQ20qq|T&~INf4v*5pE~UFf5(|JT>fFfPP5gds_W0@Q3jAC
z-S>G%?nm|7z59ht;f5>6<1yfMY#pB7r`Jd3j*J}jzLULb6KlSx{o?j<8HTX*w~JRc
zk4IQZ_V>xS0&HAF?olw^I~bikg~Zf49}U_DVg}2D&^!JbH%;&K2FWtV4h<kRdACOQ
zF=7;#NR8+bWk_;275w?@6sPg6yKIupo&dPJL%=<n$jaD1USczyY_ccFVGNHm_IDtc
z`(>7k0|{P(*I(IIC?7|N;`Qa((eoYAM_FEsi%MZ3*%zE3pWy0;#&&75bE7Is(&0o&
zqYC}o0G|<MUVJ0LhO1~bVr8Id!m`4mxfH)7tTI}$%q!mN8M+;sykN9$$+SN{<Fuc8
zhb~|}W<7JcXXX(_wraUG^cscU35Q56q@7V%HkVY_nDl>MfKu~>zYX8NRmv)tvlPiG
zE>NV+vl|w6&n7DOH+j>KJEdhDv9PpL70bXxYF15ndC=ez*xa4c*t)$SQ5*%e7k80|
z3suxi60_R(K?F|qBDRqpTJarh3uD=sA@AITKrWMIqkpy|^(4!77R(S>)IAz+qgQX`
z7afg@y95AB{TIIueIAF1QHkHC5jsR=CF*A-FDa55BLc;KCPOP05InuqnUFv(f|I|&
zbgr6oe^F3C-0*y{b9j&lwRLc9yZ}YL&w57Xr#5YT%S|R6x71>(=6yY6uL^&$YEu?=
z)4Cc)y*$g=qwh{_f#lmuMyF3B1pFvL!ry7br~urOq6+^>2ZterD=CsCqezZK$clqM
z7CWh%ybHd<8wilCO%*p|pXmXh99Y%b`BcRVjx{hu(I=Dvu48@n&vDOd_FmGngah@#
zTdK_;)iI_l+N9YEq6<%2D@5N%MVJF0US72Ey}B?jwv^eKqkr1K<eH4<6UF`eWfq3n
z6E5k6h>q9am0p)2*|{ncmChHZR7XV{BNh!nqx_~7+S(i&%Co4cc`wq2G~H_O2JDkd
zfx>iiOmfDAl%-mH#(OZ)B(PCgT=+k$0u#UfM&&;g+44xDF$c;Kt`107?*H0)N3ob{
z9Iv{2hXr6mdzs&=zn(vDT%;jv6rSkV{Jfg#r+<BIvfcWqsVgVa{q&u?1o(ri)UO9I
z(ZIlqjuY#r`8KNmZUZ%SxnI>7!J_Vd&+GRyw;`VoFv*@nqW!WG?q3zC_wV~-cqS-)
zj_qIfY<0JFUwiit?g-Z(qF*}pSCHezi$5M0RuGwc8;wdj(AKR;MG-}r<Sd!w6iiM|
zr8lQqra5`sV%mS!&SQ=%QW>GFTPaV*RM!}nX|qIuj*C~wFHBV7KB?Lmh~lo8%Kvh0
zPm0XK$n+6`-Qf_L2PQ8HyOr)<dv*9X5}}6xGNlvFPaYWmFl?^AiTaPd!+r2F7$k?n
zWk^{y@hGHl#Au{&kdRFO7^4F|<b?`?CNK?A({M=8VuOsTMp5nQa;ZoHP)Mm!E$DH3
zZ0x(Rent!8gbHU1AB+ldRzcSKvB&Sw^czH4(){$1KBk4La^j@l%mATmB5Q3=ea!PM
z;<)?Ax%#6p;)CRT&<{a2!Jle^@`l0^!pUS9GW?j|8W5>)cEcgzq2Ucd>P4Z&)VqJt
z;>qM$2T@{i#-d2z;LD7N5%9{)aznq@<wh5_rl-mnwar99|7f(xcJ00*KJ(cZ_z*z6
zeIEuhNz~r&`<T?7&$K`pZCG3)x$0>a?ujH@XR7Ml=TtMY?|kW=#p7AF5QPneI-Wdo
zEDdVubo({Np2IEoAM+^y#IS_PBWWaPfQ&%SNdiI%<eUbPkgAGjf{r7`<@fIAH!p18
z=kA;xQoiT*=W^d$Ypb=63$QSLm`sMG)w0s|+J=uA2HVO3P-H8@dsQ-YfA_Y<0M{29
z7Djis&NcoL!d~m^OQ@`!_JkpmuvBLp`BihU3V)JSn;yyd2Mdcf5ai&8apzMJIcrp?
zIQ;zwU0gyRVMBQYEm_nqv|byx*yfyBsX63+hGy<iZhWy?E5&{F2m1Bt%sWALK@<bZ
z<v4Y7(_aFKptRo96;njwEbxp?LH%&KR*APAt#Ih#)a1g$?OQVVvWOvPkAe3MlBJ#p
z>A3o8-ga#)=4Cj8?N9xHN00MI9ggYE#ai5KpFPMFdY4$TxGb(Q0^W|WFVFr9_0}u>
z8rY5luzjKR`^(%<tB6Coso=kd6kT5oaNwWr<~Y43G0q;Egrud77TQY71>1Qxho=z;
zI6cDlqsKQ}As#vgJMW~gHUl#r4#bF-YR>q)_;w$5>bY<Jx@Y@5a<5edR?)6{o?#$!
z*QCXG?Z$nk6g#>hpx6HAV16&{aA6QKsFkyq8Ai-c5J(26MB`pu9RAnR9f>G&_p98o
zzDL_n{nfO`P@T!GqWY^$;7WqfKg(uW%vjynufa|t|G)@SgAW6v$VUjk*<IL?f6}eD
z%cL*nklV-!>5%Fe33>@Dy)`K{$1INeN-A*Dz&p~wG(usRE;C4$pg|}i-45BQQY)C?
zUM(_aIdi+0c9-7JLE&f<=-xe$xsrSM&8$^s?*&W#SrYZ~BtGHlZzDC0MiRAkdYy*8
zLQZkMavDMKLL>F10}Z6OIu8~W%pbN#);*6u6St`uEUm1wMc-_<JbxeXt}|j#9En&o
zayM#ZKOx!XtBfn=&{defG+}dc<jL?IkOhhde}vKhLVK_y%I3n+gZQ082%-|x1@|YG
zEJqL0*NU1Dbc&g!>~25wrTgjS&XqPy)@fo=%I&2NEizItI%;L67@R|?4(iAR+6qiw
zCF%-IKmqC^d=>Sk2Ba*Xfu6{{4u>Rr=uVtp(+|erOZBX6JDpMr=H+chI?RlK9T>z4
zVfqzzZ7Z(0ahLCG05#fhGN07^GpTtkjXmph;AGXy2!c0!CMG)<>ZPK974+g0#t?xL
z;7=AIli-&(GE(P{M|(J4OckirV`R$Kzng%gpl}$e#R)g9S9f;%1Mo5DJ|vB}cwp6C
zTy(_#?kNCphwzK%=Jermi%n0@?V*b`!OD<}*LOnvl?(get%$oisiP9?6cKsioCRRo
zDWVWb%Iq+h6;YccV>UINj?CJzjwUETmaQa;tbrOoha=j3OFE$%pisJ=d&UF{rgu%u
z)xLJL-S-I_q9i5N&Zvql-loFKK3wGF#ykqMuF=WZ9a8skfuO3hqjAR}di%-WBaQT;
z|1lPTvjl^@GZNzC9aLwIv`^`3R;lDwtJ^&ivj#X8@J|j!Nw4UN?JFB>o2<r)+R-q>
z%i|_y<lFTgUR*0*>U8c+`L1Mr9!+0=Zam+-?O-0Q4(~IVMqh^PzeV$Pp38jC{-)7P
zs=MFb+~tpK<BQ&YX$}^C$G9jC@3xT=z8A!t$G^0b&HoEe)U>}fc&l}2qws?mDzRJA
z>Q-$C`y8G~jCU>`hnlW{!;p(N=jm$4YkP<<s(7U1Ztd<onew(Ui*w%ZC@Ug4qJ4PA
zamnFO%e$-n(NooT|KEdy`>G_*fuvnQ+d>9U2}70cuE+k<k@eNhjD)(b5i?DDQ_51~
z%VVA9hm~9Ni44|sipr(|>4M4GNu9#ECbPz`0h<n#))E-0IHT6(V1hY^=u0=?D|u8n
zS<uIuJzujLBWXZjgN8P{iST<%TwlP(?+9*~JQ;?AEm3-aXu(j(?&`r%sBrYap_^9`
zF1N&u0dI-ohS}1)=V5rrwnpp!P4z`yTqhR+lGMHm)DIgAYX>3nA#Mz$9fmWV68C`<
zBi=bKR6ITzClCY~=LZTx2`jY-MG4G@A@-|)4mF4@e5z<PIZX#?_pl_q1@rv~B}HA3
z2iVr4Db>sktQBU>h0JHQo-d{SdG6N!r_3O2iMzN&W8pT~VT~DTbroS@R167WCH`b%
zR%QNV*2u_E5RTCmb9!c;+VtXc6{2SYf%<q48v|qgIjfxSoZ%_*C*f$(!KuYgcLc7c
zlvdM8*-K7BAsP@UU&>urzcS{}D9PBnCX#T2A3^r$9Rlzr0J{E2$CTu7PMY#90J2@k
z&V7Mf0CDVinGy}>D3|~oMu(0Lbe<wel8g>>U`twGhdlFMAkn!yXY={D&)2sDbZHmk
zy+7B$rUom&v!d?K9<KE+UyOMRbpr2Okna7q#Oti@1GE2^e0=z)+xf-j=D}C*Z%tOX
zVi>yA6Pj=ioKc;gWyhWV*B(_%B><H=R7knP#=2i-p8&+f0zlW<9u607j5nQivZv~x
zr?_0P$gZvZQ<lg_o~Jc&xi{o`1spNG`BZyFDSJRm5!}~%xoq&?Uli*<{9N^Xy~&!_
zSUWF2;uUsyU=93=*q$Ajlo}|L+Lzj)ds&~`V%P9>zE=o4x*@AjO)+de`<gNlb=k61
zr>z}qnRN2cDMiY$_4yQvotCa^-gfIBW6SMp$DDQh+Q#t7o-2#{#&KH`NA%l`YIiTC
z?`2G??K3{m&~EXH1#rqxx?KV)X>jk(MqNbC<4Ch&`MO(8RN@i(5YzrdBj@ci-6S7h
z9|9#_i>zPS$nlEi&QzX+&+`|a-`9T!am{?H%pCw$2l#!r9<WWAWU%Eimb$Dn13yu^
zzj>Y+FHBqpV@wa(|5>WHj^^R(a~v|^a4(bC42g^}<?wP#AL=&7=DQTKU9CA|2X4;p
z2v7sJ$Nf%_0l2FOC0OJe`G{<_$JM>VIIz9OsV7{$&j{S`Z?@BB*JcxGfCdsJ8e_B2
z3bM(|W%;H|0B?b?>Ntr3#7h5Yauf;KbJv>G4i+0$u=Xduo^MOZOmwd5H%%9CE)211
z8yJ9?gr`8e(vdo7KPUwosB`Rc28iqVRV}C4Ozi3@YWFrcuF7!~C8hBbtcc*vu|*m)
zA`jy#RM6RzJ2=3P*MUR;2sZJ_tz?w&U`$htUH$R=n!ZkOr4!M_7lXdcE_;nNC7cD<
zC@oX2s6s1UiurGu4BaBFOr@YoMq%1Q+CmXW;jtp8?h=qbpF0Mu3dG8dnKqhI0rIuL
zYCfI;<s*(k&VU9bpy$OcR1{yLGp1OLxme#W*_n;l+Z3;$KuNGUMD&s?gyJ41&W5)c
z%%-wvh?35c7e$z!DuB$cfidP{R{$}Ad4UE|iR%<5#vn4!7hakd0RwG}D8o8cga{BZ
z(a}5!nD6RFCF0yuznM_92&czUkd(L;K{(<qA7QQFTv4V^$nKy6h*3Ub=^+(awRKS$
zC{kk~O1fux$&#wd>{^kMSo6mHt@_)ecLYfAwRFh9L!k9#*6A>Vz6yPcU7K!ffR$(2
zIzrZzf8+AN*}Bd9)8uE^z)<2y*ymW_r4M!^CUhG|0wdNKP8}<b9905K9s^DUOI|5W
zP{$Ow^u~C@y9s9C;kFVT7%ts)zzgb#)~7N;3{s#LVk@^9-cS8cw2P8J5l$_RIJs|$
zma9J7ej@4Y>g&0zA<XgF_+7_s#nlR<naripm2IUWPtF`HS(~aw>#Uup#60y4dhG`g
zXA%ghGCGlmCCD>51qqT^S0_7M_1pisU~%*U<A*iO-$34;R9ps!G+lI_wZ}xp&42xB
z%yY}7{yBN<Naa#D?8S+8BFYl%`K>v9y>Ui2>=w*E`}!t&sI@l#CJOFKn{3WlXpCMP
zZvuCxov599E=V~Zw%wf4xmPMqH^n3y8l;~}N#j0MUqv<UFYTMUZOgRV5-<T`;eQKU
zyp&qm@vf+{vXgSOsH`R#wT34pQLR)a-)Ug7l{c;}tP~G;EhrjKops$CJA_X>vGKw8
z{56W}^t1%Z@F;;f^gJASll!LGTgbYvT(8I53D?hKgr_dp#cpqVV(xFr3-)eSPmOir
z62NMOU%7qQrF;toI)x*HB&yfs|NW=uDkz-Nxn8<E7iGKKHcyX?S7}zE%8d^8O<}IT
zt$Y6W$m{F(eDU2=_c;&ojgb}wYoBqyHwIzA3|<qkaiZ6t_qw>6+y7P0w;`#$>tL)d
zef7^-b%9#P`&13?;ppVAyH2(Is>20<#;j+JWn!|ejyS=+$ufpkORO$^E%F#KyG`Tn
z34pM!h)o~K>*^UnNR@DJj|i}KckVGa>b`rm;IP`FF<eR4UwYd%zhj*cB}xh_I_$ni
z3Ox#Zp(WT9rPqF|dv4lswI>Y`Fq=hw<Pb7HC2lwe<pBIL#{1Eq^HG-lU`q_5GZ%P>
zIpQ*m8Wv3zBZ+ZdTY??bU`DjC41|Bi5v!7kV#Qa73r32ArZGPZq!7b=BbYEmldmG?
zC(ETDb=6NbNep!^!jXtX1;a|f#TE)@w-2|W9JYlK+!YJARY`NihI*&<B!!Y9`{qJS
z{3u+(4|fUzj_yCR3mAuzlA**Rp=ja`k;I|H8V(&8Lj0lvEc{sCA}jo8jD|5q5R3S$
zh!t1|<-eunvqh7IVMM_R3m9?pMN<u%8DOa^$%}kc|N8^VyQLyO+>$bQ_<zVCJBl_W
zAePjd&se1WnM5}GbMwB#j~9<TcLeR+_g{b~9)j}#*9>8}ZG9r813+j*w^x8UPvbJ0
zcS>WNJ})VJ!)MPiwwK;~x1P_da$SLy8AA(gYSgsCt(jnejBEi1ZqQQGWElGAcTUCb
zdt~{Z(26z$WVm%6Wq^CtyUHa2lunG0L^Z>LT&^*GKU+v~A#&%5#8D<80-Foi)G1|I
z??+W97*`IaPjsl~BwnxFE#|myJhC+!`8#!T6(%}O3en4>sNj!R)lK#%nE%s4?N)9%
zUwi2$0VqPy<sK=DAk60|Rv8BdOJaPwU07;v7X6jDK3fI7fM%=nl~y~_v$4ae)p-HE
zaeZ_@BdLP^uCoZ-vc!F=w3NIeXZd@4uY1*2pPId%F9jW6H)4ecsX1d~e9xN}+@fuQ
z&%=9(>=UvdGp;~)@I0jZhz6v_dH^l-J+<cbEVhx@<nM+_M~4V>`;h9e>-Y`C&eJx?
zC{X^um2<k)OaPBWj-1!?_`&0#*)lJV+q<y&4vsEf$!Tfy_J{z2ef;!~`*})*_i;;X
z*mml7BEXzTIWK@WiQWaTG|AW<Y?7V1-;vy&{;DiBv*Fp|fEbFQT=BVHlKS)Q5s+{H
zM;b-Xd8V}0b~ZmMFIpp-vbr^Ik~T4YYDnL+YYj1P1LCOIzhC|y1sP4%Xk-iBNy}#s
zE0lv(wf^7-Pm2q4r86uxVAD^ooIo_4u;93j7(H=xi4i}*;v(1aS`74+2HBbUo!|SF
zE)FX1o3&m2w0BzpkBuw|i<iqWS(7;|k4x<~03s%{g2zT@+~Fsl@2`*uJ{e7XlK~4|
z+m0(zg$<Q?i7x9oLopqg3}T|A3i9PjjmzSqn)28wM@oO;jT;3;$`xa6xfhisM=MdF
zP%9q_b=<1VXEKjw)0;)}m&=QEgX0imRS1#dRVsHmoa`J}^_Cq1JlX3mK-eq?X#Mn^
zn<DASQP`ZR0x`t5HIR-tXAX<R((7w(aS@oe=LKW>KF3HwjSzt~z9p_J<rJjgY4VRk
zqwxt52L>=QtivNBh}04ExJHHC0ZBsVPUoz`l!1J)VOC*_bLXERPx*UXp&-R_7o3^C
zrr2?)nV}3_L;0^W%E@B@Ph7Z&H&yQ3FgPAOLqQrhMK7yv-8auOU@zT#6iMcmRTZ@Z
zwHPf|Vz|@B+jIitrkOs`n`{98CdL{bx-n8j(tO6=JE2}iib#5fA%22^;qXwhQ1LoH
zkd$~`C|MX)-On<q-TE*)mx|JQ>oE>=^pPh^(t`Mr(viBnSSBTSXdcXo{}jRsO9J*D
z+))D_hTH{5yG}p<6T@5WXX3(@#*0oA%UCTrZ@$9W+KWIGOSkUUOg$HS`VmlTMR1(_
zlv0|(G{1cRw0A@mt+Z7JagJ27<9m{Bh|#ESX~9J^II)o=9L@Yh*Y`!F%jX(08@tBW
zG>M(JBMaGg=%YE;g{D#EQ`TzPuw&6xxB7pnxTfXi71>vnW@B?;ETEj};lAcg)T+gj
zt?`Ntd9`NTL6xv?QPOfV^-+kuHJ<tpxa~q8&k6N6w3Qu7yyt_V^_Ka8{~!uLsihxQ
zk;y*q8m)Pi>P1cF`IZJLgf{Jj$F@e2*MesEOvTVk9YJ6ZIEVWI|M@nJ0rLFV(>Lv;
z74O5Br|E^OuAB#Q7aCk%t}E7J-`1<u^<LJERxs0gGguxesi{h0=^gV<U3|7FUt{Hb
zE-MqqS{v#AkNaANHu~svt_>14_f?9MD#o2yM%30Ket9`B@Vf4cnK@j1UNVijFwD94
zCR5)Xw_P6B>~>~obY7=^wAnX#%_-+Rn6LEGi3U%otA?zFJq}wIxzk2r+fw+9S^`0I
zX|f}*-{!g~ZXDhaYFI}+-1@mtrpb2yHSi&UJGxEq*c0I^Am-<FRrlgz%Epzj9g+%z
za<vL{`P;D)3l$cxpn)lH3VO+n!FIn6;I-K`2thK@+ZG{O%MHP9MHIwmsW~@{iOzA#
zZ0dyo=w%Ey)-#d-fgX$r8pV^-Gkw>wA<SMSHVqUo1`<L_0;*Z?az*(k&Tnja0!$dZ
zGFp;Fyl`4l4tNJ*5DZ!!28lRR9RVl|H6IOR&iiin;LXP&Ehh=UA*F@L{}7G`>L)gh
z4=yj;BHvyl7f+9A81(k3!a5B07d{w%&-0b{$HflYlluD?K|=aSLBj}5pMKa-@<08N
z&*do;cDk*l^wH?6@Q?V`!k?iQp?&~!MWLn=^+OpcT|%K|o~k2pu+rN#R3ee0U@$0k
zhlft<kmpxKycES!pBgc}qzVvV$`Qe=7Y~S}2cyPKfw>_eaj75pa2!y#{(W@%jK!62
zyTNO(cws$c+GYF|bweYQceZej*_=&=j`ksnF5FgG#>9ZTJ@TGSsx=enlzw8=T|N@>
z_A1oz^40U<!S{;u_N?-PbmK1gGp)Nvr6CUd-CA?l)9H$n$i3dC{pBvf<d+;UJMWEa
z$MYp5pt+8e9j_@GzIEXN;^9(9tJBbKlN69vJp2WkRUE({%*ts7klCEogLUsQlXuO)
zqzQ1UY<oh)I(5x{4zeJh{A&bisg%R|1t_Lv51*fOb*&MFw)~&if#RKvYFOJpH}0<w
zxLpssW6!6)Zxjew5RiZ$W2w1%5HNq-o|G3k!<7$LhN^8%h^yMN$AHN?%Cm+nd~J(b
z=XSj7SEbV<K&wgOwnbO%>Nd)co@20fZ-L#R-&*M6EdSixuK|r9D@$(hh5*&nE${c$
zkg412gSw7~Ig#JR1>z@U>AE-mEM%`upTQyaLFctQAssLC>>UPHj@xHMz_kI}8!Ihp
zys?fKf+T%eX}jd9cqipbT7_@7y-UD=81yirhdA;S4iHFAJH7a`S5IUsHGN$Ea^uV6
z`V<a_YtT>(yB)z7nH0{N?g^fdVz;N2TgCFqmlq`*Q9z3O)0|*>F=z!U&B{0ecGOzy
z7;?i&M&4{(Uf=!F1q6aF+wZM>)z~UVn`w-Z2Ts=Cvy3zj5Y^OhYHIXYx`oB@@26=C
zS;9di;gIqe`VVZKrBV#1Xc*GH+kWRiK1mY!toP16IsIfaaSD8_hqbHf{LZkS`u9kw
z5w7@JqD&)=8n8>zviw>oHCHaa{w_kE<Zpv<Y{!^5Nnf)$S-;6Jb-Q<XZ;kbQOXY<z
zB$fQK*loYv>`!AMU5Xw_i%yDra=&d_De6vER0%+#QQ>h}A}P30s>G0G;h2Tbb{fc)
zWSvCyH(Xs&$R}o&Lqo(04VJ+Vg!e4|6g2^vcqQ}{$M=xB!%2K&3?$Oo-4q2VA!R6c
zMa|H!VQ}lzAiO7(Bk#O4GP}b$=o9V1))24CRJ*?W0!uz|d=k7-A&|9>jdL(6f^0L&
z4a0?(gtG<!EFUsIg9MMNKRWo}pKx}-EP9wW^akcd1<pz&4kDVrXZM*OvEC3<H1U+W
z10ggO)@Q(NU?obPp-heSxegbzpfq-)P;vOE;09mBC4JZ!9U^=GQ)=;;-sX-6#9Eci
zX2`Wn3ZQkaIGZu3ExOcAG;nh>^jtx1ziX%g#2~G@j{7HUatL*_IAc_G*;7>v5y50(
zD0w{t?g$$)w2n?s3nNGPfdB#C>Vl&%6o#DHAIbo8Bu!AB{uU&tZ;0gepQP$=2bh~W
z0TU2F5(D=`5CNWgc@7MU!M`UdPSR54v8BqmDFB9(db-)z$<!Vjq}oswSmx%7?_S}x
zQ54_<=6bXy>lLVUngk{c2lvk+$-srO$_z3pq?wMc$zcp|yE-HTb5rRyI6R0ZkvUu1
z2l2nGPl)lIqXZ|vPUwENTx+`bIH|E!<!wv$R#7>6q8%A;V(3m{?oK~xUwVb1-4bYB
z<CSez7+lfkdEr&CL57G6@5;h`g8Cq{U-XTBI?6ulgN)2K%m1f$N_e;?0a9^ZOIw{G
zsj^;$YVE1V?oyDW*LC?@Tta6=K@FeVgY8mW`Ndo3v#ZzXjG|gh3-^md-6_90%SJ5#
zblpH{G&Z{~>D+$=I%5lH@`d+wJLkT3)Kuv#4}jl)i;eYHCL35ZQ4;3M<ED_;K_Ife
zI=${=`7DqSdf@~dTc?~H13*9<^XbcCBv}z;MI-SG@&+$$<JpX1tV21*r9{a%p{A|u
z1T3Hiq+d~-1m)ek==Y@6Ulo9ZPW?D!3-bWkl3YGliIocT^I&+Ikq$EzX5{px8p)wn
zy2D*;3cCErPmina98F`CWw$t~|L7TjZSR7p6vM%e7;k582zu*#mVoghSU*gSJ?_Ax
zR&3#HTZA`o^#g5#9VjQ7&$EviwhA#B$(wKwUhf}lF-$R1#8pv0WGJeU_U;9Q!Jr7u
za;Q2s^$`e<D4qah0U=36JP2t(mHz<>6#hYwDnAre7_tllJp`1F1`-C95s(go>IjHo
zi7g=lP)L43<P(rPsFAC=XwEAX;(IXXQKCM8@(NIb(EK|)_!sJwdI;g2*7Eol2AY*Z
zpM?BvcJ`p#G(sz2RAHUS$3xTv=e<LXF}?~5i!y=w)dVJC#RJ0QQ02*!q*a7woh01@
ztwbpcFqoV$wf`96&;+Z266A+z$cGUUC7}oJ#19l8<Z;B%>xTovLI0?>!5fkLL4TUR
zYJ5#l0idkTZSNUc<4R(&w^#4)@6TuwO80^P=LOJzSXA2!H}~T1Q!~G){|)?5b>O92
zzWb2m`v$@L^swW#8{(UibAMqAKF|BrNUt(V2%Nf_y4ib6IB;hO|G8QB4Sym>ZntSE
zbFeB46UfNv4c#)gyCg4+djr$vLHWEj-9Bq>(fCuDM=?;%Kzpi-x$0~{hBMXI=O-8n
z&1aOXR~S(&-}|+2r8LU<p9RHT$@%52dm&xp+mfqXhx;VvR#Yo5L&wzS?k~=F=@jr~
z2%$iQL%*jt0Zr2IESpBNDKaKnWb~v~si_suVb)SYQB{LJ-N8^rO0Qj`Vqs(0BIStm
zi_cFWm1Z*5`>#FIv$ekLVGSs79s8x|n90pK1c;n~H*xSzh*jI<EF13=vh3x{#vP7k
zb98l>m2Z*xxMn8zx1nE(GO}4V4zGd^Z{%ZWE6p-?dcIj_kI{XAO>-&sqZ}Plm7Rf8
z$39#Dtc>bnd&wxk3cJp}blCI}oPl8jLRn1Hxm~S-O>;W?m+G(jnE(wNi7<Wpg8gJW
z#P>jR>V|8Ur;l}Qx`*-P*6+augk}Zk$|kc;s6WR7Z6xZ3@7;pKF6ibgvNgU=1|nM#
zechOF6hfg3H~SP8+0;%|*m&sl3CQAY^M8{<74cV~{&hu{6mRMzj}q#f)ADy{Y+`4A
zzm+w$h~fHN2|=v>oaJNh@dwq$ntooAts4Yf<Pu{Plu`?08dX^HBfx^<+$kwjuCP${
z_l5@7d?!4W{kzX`{bplz?4-*xn{~I$kZ$ftV|=TxF#%<RYNJ-05o2B=bvY)*-%CtI
zG!=cVG(D}X+<cXhv0ucT#>RlPv5hAKp%NFXjUwul8=;fPy1uVBS8B5E;DOL!gff{M
zG(e8^aknGH0(RKLFV|DNop{j{O#&is(*W8#V6m?wS#KU1ukVmv0E4Vffk@_WNZk^5
zcxg0LLtEnSSZ1RlP`)X#$M^Vzk8&S%NgFUhnk2Wz+z5i2B<DR%f^@S3E`V`^91BW1
zmoKqdd$(>%X4VL>9RgF-au$YhXwo7_m8OYRWs`yFvj)G36J+}9X-P7=6P()F<S}MX
zmVe4icb{##lg#(vkDPtaf{5O!uhE-5`OZ-_<i!P7PZvWK9@>jDi5#|rvw<9zpUN11
z(P>B39V3r{Dlbk}A5RB@%`IcjhpnS4paMN)%GQ<w&vHg_I7WEb-)5!J$X)k=fNX+{
zNRJ>tw*S%nWOv+20{ugF9yyvOdu}gQ^~jP=?g)CfoL!tcKa)OsWB(_)E+Eu=TE}Ew
zvK%ocmmrWd5&^uOWRc@wRtyomk;}0pg4T*~kQA_kho@_?v*3R7_DzX*AdJq*-l^_-
z1?h4*5KSU*w3JL_5G_scJ$oV-SpGtzAm6falv%aWJUN2%Qq8ag+m|CH+$_s_SB^Rt
zyfo|FsgB;L)6`mXFjU!_SH+y%AL@PjKWr-J*DwT7w{EK?O}_Y)jcwGWf{lsk?PNFS
zN-pQsI`e!q?%4Nr_zZO*MKgb$tLgKTt&z{s&X=9_<t8qznRhsf8gZN)KVR_mPS<^E
zME?K5(J2+X1zCNAz<?z8j&7FdvK}c|)TkbB<FzW#>!}?H((Zp<X3v*EN+-SQJemD$
z@5FXZt~FD8C%%hK{H?EfQu4IDq3au1Hg?i{*Kzr4m~8=-Ngh}3tn-1>$yVL?g=kEW
z4JbhE01;>LRa~(409sx-tv2t2Ye!<MpjUf~7Tv)i)g^vnBoHkjN=ll~U7j0$p{=Ru
zh0xiZzVW=TjloSt6zyFl^4SFhMz^>aOe8x&d`btVj|s#`2lv{&9EI4|=e>SDLqn%Q
z9Nu;wD1Y`*bcjOyMXmn9Cc|$jL*}aaMIvy9a2yHD2OZBCV+%Nj%^8z5c75oAYJw^i
z_apNYk3<Zu3LuCGt@<e(xhYi|@S!X8JI4Mf;Hre95{&#A3JM<%@Dm37Ejxe+iPFy)
zw<pO|cS;h<<S-~ioW>AR2qRwLP+dj0WASd<2Wz4nd~e9W3*%5Fjn?)W(*{jp>NN7J
zqCk_83-j}<2%ta%{uMM~Cv8z0SfH#-J8l>cmsKWDZP>t!Mj=svALL}Dk@rVLs^2zZ
zk>c7D)r6A5i5%7_RO#mrAy{L{R*>Pqw(-Tu;$!Sa*Hz_{`_7TeIl|l4mDgiT_SV}g
z--aMb^~QY!HGVvx8vhTMQAGmm`Sbv1;J8wV;CqYMc^>t()<=%NlHskccLe%~0hZRq
zxIYVqJ6_reOC9c!;~7IXIIceH27p48dIY5AfY~tf;yy>7Db)~V6pGaQrOH=I<?f^C
zVJ+nfBY@UbL}*fNAaC<@pW&j7x_-p@zQJE$<9UJ085~ZvGB~2eF55(YpG2Ray9SYY
zb=FX^X`82=+!X$DO^|jbwPT03N=bI@gtb=f)M9$x?)KRjEp8PsV|~oj0+naA{uM!i
z0ydX-j9S+Qd-7c~0=nJm&85mDg8M}g7Ny)bPH&31IgMlles|DN_S(DM^0I%Y9cW?D
zKw^9<Rec8tp&YJNfY51FN8{<D3OMpdL%Q$un`{U-Y65qI^!wj!nLK=BVd!Ct8_tkq
z>P8C_%ppiJ7t=A^qfOSdl*ifxEyg~)Y3VWvw;f488^11J0oj%MLO8mI4$;=k0<8(4
z0?gQedkkQPfC&=pa9RxQ()DHLa9OM4FChRbq^Q=-rn)5gQ9HEOHSu&5&M^bhph7}P
z^ShHu1sY=<TD;IDKO}3}Z}bixr;w)DCM`y6W{BwxfzVcS{d3aX#(w2#!h%o(s?B`g
z<crFbQ)iBp8p85&n|cd%3W}8ho<wnjhiMI|E`B6=hV{Hya&{LCSRDD=omx*OXD_f1
z+z|deRm!*EUaNLmLAUm#GXGBfKGDJ~D}h^57|B#6{X=08M{x)jKUjGVZ|5HrF10s9
z2IM>SL9#L15k-<^1;h;){TxOlfDtjFzT`>~h+PLF$rBg^0eCWmBqP02ynkK8jj+-T
z7)f*vHV4@Rj?qIu8jyhIt+v4x>&%S2nKnT<=OMFr#Kf@)5vBRT^v1*DoJIm9lqo+%
zFlGM4#$8bb2m%)TP`rSGJW)<=MZu_g;VNk}De<`9x!C?CC@qkIKH|F)9J2h)M}WBJ
z#Sm8z9Ker!fK(k8;m~ZQBD7!(ShcKF2By%{G<i$%FfkkyN9w9*ck5_cGo$q@_%6&b
z2ChAj1W@$Tk+S(Pb~quLb_`dDs_+fc=><?`jyPLv_&xRgc3`gC*qU}&YPg??LD7bg
zd}QH<0D}UQM5?$ygG~26eq<8D@;@uYLxE}=IKa$L1rMl*RB*#}KZ{3p>+pi|gNtbh
zR#k_FX)q9AmLkLRN5jbEl83=ch(aQY=xN#c;;vb%?C;0~J~fm_!XFBw!^&N84&6x&
zs*)iX04fIbQD)e+pYs~l>>&w;O!WXZ6>8oJ<<n9j?80OvKUH-IA6%tpgu(hPZi6;l
zn75i#0&*bVpBNT!Oh$7MRQ!k+x#YAaOP+JW71H%RLr_%ELCEZ^=}GAZ^7P)9bRSm?
z&!XXNJ&Znmd8rCfFt;A9)2f~v^{_(sZny5LZssZP%wngxs^pNK-(m6}18YQVjNjaD
zc&zDCFO-y7fBDM3mNH*M#=Zwwq;Aj3E1jACAIl*y{|p#gMztqrB*XEQrN64?)v{W(
za#)V9sr+hDaSI>1d!FmwVZrXIJ$|H$ZgsW7e-{h89LEfghZi1>o`IbHf~?({oNar3
zkj%R}>8F-FHu-v-bD7co&`CQlK>8n|1Gmn`v~}8F^--NSNw;_v2~bQN&U?sWoy6a^
zQ{*lfe75R=Y8fD9;eNH#?tcFJt2ycL%BITOzU!>7Tj!iu)oz!j?Mm|HvM2^L#bBLu
z<eJAPm!Z#9C>t(qNLL70rV~wou(7-*%)RwQVyEuc&cU#UK4MK$tw?u(ag~yi&?>-G
zogl~M-en>W6$B`S%JQe6&Rj8^5J32Q*8s6(cQ=1di05-PPvtGxr)eJOyLc}X;+G%I
z=3Lc!kjS$4I)B{e7>s!_A`0qnlS-|HbIO>i2}O*dIuaTjU_yhdioFO$prwobOlG!=
zvKJ2P=)P@&nrE5&kI0@bU&#X&8o$+u#8|7pA_T=B4Iwly6l$1>YM3hDk6?^S;U`Ym
zutO+{xOiCzPDB_ZHiU%Z2MF~$Kb)m={zx?S3WBcu(D?XaL-hF){uCS-69*y-_V`xY
zf&N-Q+aMH#`;SLWP;KvJ03`8*#6b`S?4lfBNW+N5iQyr|Q3HsH;UHnr>Y(z8NyE{C
zi{r-3a3uY`=%r-GSybqLuu3Y8icr9#mxhPagX5rZwMR+dnS+)1g#}YCLwj$EVp=l?
z8J>@u9d}!$o(ppBKdwLa>+oLtf12@lNJIsGxz#sIz{~v-?)=i#cQ_lic{}-f$Mmj$
z`Gd*tAVdNQ-w})VcNO5QKc?EiocswGS12gz*pH1i+aTU8npQC?V}PG?|G+WDjBPyc
zoQ>c!B5^oSAryva_3OF`0Ih1wVWYoXHO5B?f&%+_pPJ970yV2(n+bCgDEB#>EuuHx
za^x;%q^=4)CuA~!c0Bces<Mn-PAV9Aw52E27xaGpxs`>NTM(@AXqM2{{p|YGRE6z-
zGFP$Sur~fvzkiH@AyT*zAZgPl%di3bjp>Gyr!=0o^KJ|6NQ~beXinmf{DAE12tb*>
zukBtRQtUI(eE_Bnay7}-0ExZk4tI9G>yNg?8Eb9}K0rmDXVv&ff@7w8?ZDxz4B%T6
z@Du#4H<|rzn{<EHbg6ZBH1E@CFQD36ZDo76Ro-9hx}I_H#?#eVA91`t1Vdc6S79-H
z(JlyggUR4JAl%l$sbS1qwx)%{54SiW|EL5(Ro36{=HlcF6i;xtnZ*P2XlDl(xUCC`
zFd_PYWn}7v)9L%ii7egCB|{cqkLt|k$>efs4-37u0IDy-%|g(Y6@nF}^&ILr;%B0h
zn2qXbn3xcBLfn1*-J8e9veb3byZgsFakHD!Sx?-TJJ~vIK0U>Um1_uZE8if4e&EP9
z^Q(;hm>>LQfeBQTq5s3dtdv&%syIziYN`BBNaCc$V+Vps;gs8EcM8Gd`Wb007mzJx
zuG*af>9u{g(vKbmQmQtLQ8dbR1|t&*M@`XDPx2F8tmH+@Bbkb2wQ$97#o7eCWk=Wg
z@>!eq8BoymVR(8u^iXc$wm)#O0+}w#276L`1_!%d2%ls95DI}~Lul__j()^8Vc}GP
z5US{!ULpYkMp!K9hVt_atdQC7cClbET6n2}xVjTlAgF8?%!DB?fL$Nvq>?x?W;jgM
zABZSvgu=<3pAz(=m&JJZ#{ePhCiTxQzqJ^WL>x6B9k|m5(U~nnAcQk?T}A3S24+=K
zE@mV+pJv3U<NPcUmr93cG>G9Ol&3bu6e%pMNp)bv{4f2p-|iDhGI+}a;<l&H1yXBa
zsE(W4SDpfY`e;d5Ub>y9$KLz9HooWPEW7rx|74F#7zj2XmP7Jq-SiJeeB`UJkbHHK
zxbqh~vZN$(RC}sq;8g%a-bkMVn~9kQSBNBMp;YA(L+X25@edl@(0u+pJz@#ShmPnx
zTGFNJ?-<8L+a3RDT}eh4%VwXsy%@x+vZ7;lC<Jds?2q%sUF0{BrVi=CO%psLd^SiB
z3sgf5vG=9O>+K0hN6;QJ+1gIOcKM=1`5VZK#S34$6KbobQoX$$cbeCbjp(P|85_^f
zx!!T@`8b|H>tXNGV{Q5eLcs;{!p@S|Q_DN0#uG~-g~L;0V30>V>c7<ZGKotdjU*qF
zi+nPd6y~6kN_OTDMnRGI00ox{#ZTYDRqy!a?6{!pXyP*F_|)C;q+=<|^D3gWwCvCK
zy0UUw+IpI9t1ZuPQL}75NZn~O54WoPxyvt4(fM>(W0kEPyjxe@j_DiEYwSzQX%5fB
zelgw$9DGl+8*)deN1MG4zHa5VNoUuDS39p+S1<QEuRb{m__NQlw|6cJ-hX+hT(8>K
zW!k<J88&o$EB_rfa4q_1CS}!q8#UI!Xene|t44<vF<{W@%KcdR8Tb|qvxiC7zJG`2
z+TEfIp5&5PiBec!+gUqWZ|THueyE`}BRY7MGkIPfdi|{Bb~Nz1?D;C?bFe6eb@k<C
zSi)y3$0rN{JA{DO=?z~?6S#zgKO6V>Zvi>4hjKF~!N^?H@23OKYCF<NRlQ!$e5Uh#
zXNkwRyhZct9ft(dSL7U7%FR!_H;{bizpy{tKeE$bJ-pq+ysb>WvAOG9blnkc_I=^~
z9iqc4iL)Fm<hnihwy%@CbR=eTSAKd``H$W8Z2x3%ttDpVYd7|()9Lzzi;Z;oz$FLz
zefUec^=)<2#{6TSe6L$PGeJotrO6^LIS`!m*=7FeWgbMI^)o$XNRzVrxX~%#gFj>b
z<g^U&Vk2IDIBWCJkn!5C@oKV!PiQPn;eGeDkkt0dbB1FAHyT~E;O8_Ic=Q&Dt01+U
ziwn_}xoJWgCx$tnqo|CQhGw)(uz=dhe*-I2)PH4WY8W+&0FP6IF~~%AJ0>@d1yyLY
z%}7Di=sP({&<p9m7gCdGJPTszsQ|Bbk<Mwh_!ais-zo?V9~(a?_v%S@V*Dn~*GVT%
z23d4>v<FT?5tGElwo!exa|kMfmL-Y9ER`f-rKocF0sFk%hq<|(PY_jxsgOLZ0TK>U
z40Hlw=bch`F%^>v$)7Xg%EXC-7mfraqA=`Ijzn<&Ha3IGd8Nz}N#(!*_Wf{XmK_>b
zlR&ug2zRZ|22eK#Cg!J^OC9iz1j+??oV~y7@o|BdRXh@lMAQD(Y)ZRAp-tLE2Qyag
z#CSyB_05H@`JFG%k{M^-McYevPWIX&V<$WA;Wjltk0kL%J3d*{T=`m*5<v<G-F^@d
z;(0}59$PnS{;1=1!N}0%c3<2wO|^A>_*J&Eb)@@QRd?q)L(|9{0w->1StF;w(tCa$
zrlRs@sk=IGhnts~WkZ#K_wUNAD}=^^m6fQKjcA3fuvLW|ho?(M`4Rg30;P1x!l}Nq
z_2}HwowJ&bO<l)dqm5UjF{!UA$x*O(Yy3DZUSm(l7hli1b+WY<zF{*&yY2jivCUlG
z-FSIgXsL;Xl8h!Iw7cvFipM*96)9EKG(220tGQ}bx6DiK5*EU^U8~uVyOp0cEAMg_
zvx3*2x>p)blu@2k_RSfNHd3qBR@{LP`U?{K;Kt;YZ+XMoiHB=_RC9ZG^YY+HRgC6W
z(}5;WLqpQ-C`J6t?~Nmevl*G3^&;|S1Y&mA2Yw|vI$M1k?g4yvrrlYxlx~Y7-eSNt
z0&f`r>WSR0{;=6*FM%YadAr(X_WnPn-U29&rtKO|2oMMfPH=Y!5ZocSLvV-SE{nSa
zcb5egmjD5RI|O%k*Tp5c!#~{b^Hu#-YgEnj47)RZ`bhT$E>d^DFUAr$I|E{xw*#29
zdJSCLQJfs6xr=g)x_C-+;;9~w^XLi?ot@V<Uv}D`QCn9N9$FRBl6TyVsTh2ou0BoH
z`~?98*gm<9IX>KVQ)fb%UT*skep<=V_iiOZAhZ>&E=kA7w>-4Rqw<}jqnAx)UECvu
z676dZwp<`Xuupp>>dcAH8hRgh9;nleF&z?S)_w<+J5e08XVaCmELCEf)s}R~7pcb|
z--o?y`oshAv*rA;W*JeGrNw;Zq^qo6uRTbR#JtoK9XGkdYYpW+!c=!RY8fp!gICXG
zsN<+#pbZwiO6?EppT-m&VL<z4blNT>68yze<_Jkm;~f5r`@7`Uw+~OM$t?my&*(#|
z=%vprGOK>UUJex#eL)sj`qXKVL?iJC3-UBVEZ(`X)3i~i`@fS1+-+#1jH1<Z+to5B
zlfnYcye+5KXOKSLQ_uLX!t?RJrTd+v74bnwIyAf~oiLFRq;C=&LedudjSdGTjhqK+
z!apDG@=#78S|oj+#+{<eorVLk3(ax5-d|B{a=&fEK<$Um+`<^7l5VI`K~ZlAtYVM2
zFfS&`wT~0Sh=U7NQdGeIF70%pSQK7jPh%9s2zQ4$sPY|C99|t0D?ut86^0*Uxbw<T
zleAkn|I|HRyen_!9F&y5^ywd8k5X4&<MxJ!cuRR={>&u;K2clIo=d>{^DpXi?0IpG
zDN%j2T2{GSMPKN96Cz6{BgMt3c=0GzR7YmjM3YmFjwr+%c%`Hg;@#3nVYl7koNXwo
zzG+&PNGtEBl}s0UxT|G-NeXa+odm@Wc7R}|r2^lKB~9m2edJ5~6eGSjVf{dW&t_4_
z$8-E<O`Q#&sJtlhhXOaylPY~^f}oOS&shz3S6};>11ON(Og$87yc%jS@~|qEsF;-Y
zg$YarS6hxdl3(d4WlgY)DOQU*O>H5RoQxFq0HLU|FN<8Z#n(L2f#pq^2=R{~rXjDg
zb3=;z9glpR9Agi=qWL^`2=25g!r)Uo?F8^AukYG^aMyQN?s+Rk!O?`=@I^WTfKXW9
zn+orEp;Jb>$uB5To+~HY$37uXYUN?g3olQGOlz&DSLvtPgok<rL^t8h7DbL*&o>A7
zjae3L>E5lnq$f*H$uAHt4Wc^M9tTggfUSuAt0Or}wx1H!BEc2jTP$lgVY@^wEdPOP
zrA8)~D1SvkE%5(_1eUS=X;D6S*+9RVgy8SDIb3!<c80thI2+itRCbI#J&m2Cyc7{P
z=?_!`n^R}%KlU)8^>GV6ZxMUXOZ^{QpU2)^7Wsn5ymm@acyW_G{jfH){)T!!@72;j
z?$|+gWb_4Ol0WlZT+$KW{X=YfT8f^qzDMB=yGd#;tFIxJY<+OMnjzjuQrGjEANZp|
zgd3m#gDqh#+LUa0g2IH2c{55XkvR-NFY-)80b9%s7^fxD<7@VfV;!HR!@wGCfwE-8
z!<tBvIYamHNb#LCqS0Pc0dSZ}yqH@W=JLF)9+F(?7J3crNOZ)~Z;Ki%`Mhqc*=ZsF
zrRhDAfIk#v=<#%v!20rxeMdU93vC&!njvRca^TrSXDJ5D5|=<NDarTRUqi!q4#$1|
zu*|oTIEd*=ijtm5hcv0&HU%r?uyG}Ii>&XzQ9$53CWCVm-h6{@e}G5J1`|cjE^MBt
zFI=W5B&BPml8Vo*oT@m-UJ~c8oCiZ5>5WOFjIGO)7$%|nA-p@Ue8(un@Ic8b#Ni-^
zUWohZS8aBv_kq^;ZldX*)|f19O@ZYEJP(`|1Aca-<5==hOT$8`XYB5blIr9ccu*d$
zNd&5bpMM<{%SFilfpn#s7bp;P?~ghBPbZM!B_$@UE<xWvF3NBTqxFAQqJdfHMT`Gd
z7uQK?FWbPRjj~mvy$Zht8eDK(%HXZ<Y6RZ6>$~n}n6=U)N~aLHy&C!^Y6T=>kTtaN
z?SH&%Q8s#0NA}UG&rt)wW^LP})5c<I#nIY``*uh3JqdzNa!UG<woP@_q@jCpPn)-?
zhsAjJ%^LsH1h!ZYaEz9--W_4O`dX}asDX?Mg0-Ck3G{r<hTsJ16pLD-C!WyPi^=Q0
z&*#p7dMj?%CqkPc*|jr)taD{G)8SwmzDU9D{2m{_#oaW5k991Ro}NKIQ)j0*fj)z)
za=6myosPP|HfB42Rm=8rBO!SSfAa{qdP%2=P1uV3PDj_m@o3L)t1pGi#VHJ<FD0`f
zdT~(6@%a(iY}6KXa0%!g)}XV^*pd=77-Yf&2A@;lv~DOaeRYZt(~z(uYi_PMIc~S+
z<`y(K#|%6D-#s*cVPM~P5yATu!!=kgWf7uWb-8n@zzgy7Y47+k-XJBtbQtvU{!?PS
zXx#p#1y@EIPbJvig)d<u+RXVqC_|rm{w?`}1)B~JWZVgP=F^^2r|#y0pI${}YRdUe
za65Q(Vbpb=HkcLdIQG~p<QSal(mZd#ziQ~+)T7qc^@jj00+G^nfq9hByg!!G?yta_
zq(#aTC4e!nNV6NS_4;=!C4GT6LgWy$BDbkZBu<Jc4pvvsWdjZ~T}b4v!y^7>c$3?@
z#mO&Z!g>jHXNyus-Fg}IE3@+jtDlSh&7y1Cxu@6rjoxW>qZ@=6DMoB*`Qfxq@`cI{
z5T(6H6@}shOVWfWY4U`qK~nZBVFWAD8aU0QRYg%=+K_4Ir}FrLQHx^6XnXTgBINi&
zOY)#x(xrxInRT`^$Qyn5+i0{g_$nbtvzti-i|fBZcz1Z8848GHqAhBaj0!Y?0*fah
z5w}}WO3^%*CS7VXJm~RCyz+=|_(r#LoZV1!E@uhx%-f_hO<*wT(u1@-zD6q(t*0^G
zmb2R#%Fi$+p(w6tStuo+nPluP7QdZXV2W<?eeNT6ye4@9MCJ_WTB04RerJT48kkXw
zBM2#~nd|1&7M1`YlSeP7X;D*7D<h|yUa1tH`|BT{#X**C0%vnMj3wU~Bnm4uO|MVV
z)w30KPWj6XzFV8&S96jAk!Hg6CghRAm{VH3PjeX;-xw%bM+$G|1*!oS5&?Zq*u|Q%
z5J)IXckNQlQ2vbNt_Zecb%Dl#5)~7%+|`)nh99QyJU|(Wm>#4tkRe0=!%PepBoo&@
zxEz`FW=UG}u{NlAy?4ITXY>X4=lA2sum}=3#ZBbqbzVBqFX!I`zXx_CsHPYJoxOFT
z)TrI_39ippL=m^6L3)8tKun8Q#_4?>#*x0eCuCA^VBUoqphg{ei$0q`FT6dY?z;`#
zcVWAmmne7pYcGEdpUnjS@w_|T8J!`9dtTPR7rYJfeKh<3Aqtz%=E?=M`ISp$<{L<#
z{=Y1M&a-YvZ<eH+#W7b<dB4*rO;)@bw^S1Au$)Ly!toPl+5NOKea+Ha{ig#sV4OYi
z8}k*0CBTA@UG!cjj&}bJO6$&NUm4mfQFEWPC+K)s_4EVEg1_<I?-Tg=*J`b0(C+El
z;(5WWO_%_h!Pht(BH)&Y(&7{t@V*I!yXU|CQUh}=`dfUjAl^=b1eD@#`1l((m?n`_
zv}R04s6A9(j9r9L%7G1fKY4HbYRsyZT&9X9?Dw5T(sC@mtysG`E%}3y`N@ZE?&>l9
zHNJ2H)X}M#)Jo#swY7Y<Hg0)Tw4Rr>W5hU~r7>+JaEvxVs@E-pO!T7Zuvt??0vKxu
ztn3N{gGqVn?3K%6IyttH5#Jrl&QZ>yqeyg1Ma3CBV>#aiqd#j!)npb-GK=)<C?wd3
zjiX_Msa1?PDHtVMtc-noTC86p{R}lCe;tHNap(M|&t=K|g_O%eHHSNOFgm%sNZ&zU
z>~H-!dF=}9g)hpu{bBGknX)89Y-1-JO(d5(W_+O&T7igi<99At#!%_?k~ALIe=YG%
zZ#Zd+*&A{!Fc0A2rrGI+e-&eIl$hWJHbos3QWXE~*Ke5}0ofg*R$SiZ>3f2A4pPmY
zBVJIjmN$oIWBUZAzl+WpH<%s;eBM?jpNc9Xs&$!9vvh)fr($;oUMQO|69<f`2KXK2
zl0DNax72AWy3eHZ)k#|?KT4BRNUD+-h&HiHOY;%)K{xNi|K1?HOA#MWMI22J^a%)_
z>r^L|YZqJRFo$E%>FaYA)}j9E*xA#v8`wbh*LnCyBQNl+VrL5WBaIQam^`{=I6QYE
z?~We-duaEK^S!HR8-)(#1!a`ZoNH?1|8dD5`;V!;LnhecW4=3i)O);Crgzoh7?I}S
zBnKGT?+Spx$O4n_7%M9c^6SNHMGY@JeM_O$O_QeXjRTWPKnb&inHdfl8M)*XZP=K~
z%UNeifU;}=$n)2;JVGY^=iJ)-`t-is^V-WlyqBSuCMh=N8)-p%ZjhG+DJ7qeSJ=}7
z56T9@YbUV5f=8Jl&^l18oZbSmOi(W3l)||1;>Ka)a(4h@P$%DY2;KqVL?-^a+{?1E
zR93Tk_lx1r0H@j<Ua+A`NNj=!D5fsHJpg7meDyIej}NOu9RVxU^7&c$aCU8tCc&)Q
zukFvO$?66;P)Z=*Z~@0R%hZED0R0b_)32LuNC4L;PIM%~^>U-l^KHx=w>MBIVz;i*
z!C5vr8Pg<amsU$IOKmA{<r2|!a#OEf2$hCU0Ub6RU_~}%A-jzT66;()`IzJuybJ?t
z02<|Hc<`&dt*!0W_w8Jmxvs*b#rv8ifmYjqQCZPuyV{;9g|eggiD0($Rc)f(KRA`j
zkvJp42B6I9p83EEl!ZnvV_xDauw6CtifPeT;l=#6A!O@odv`Wt$+hE&8;_4I0`Kbk
z;yE>BQCb9K^s-Fs!c={OOnkp7bDS^|CiA1Iqk(WSR55ZLI)CAys{>F+T9O--$Wcy~
z%R*L8B|C_?<xrCvGZcCz%W_YGhQMQ+l6f!%YIZV3UyME&*{;!TirB{&tL1MxNuXa{
zMN;Hu5uSIDRaMXT;7J&uVg*|Zl^B&YQ81EQvMF*mS?J1%DIM!^E>Y$(fYl~sMLnOI
zPSpa{LMKHmQLu?q{z@7_KDV8ldlGuh<q=<=d8gDJklWiA+7M85lPWc+C}V4SZYzgr
zds3kNTBHnPSMrqILYHXn1_>#uAWc{jm`w|RpJq=0<D7^aEPD|IuL@HgK3I~**wlFu
zs5@liZ@S0#l3vJnUr@B#hB{D|6}D^GRTyhZ#bYKGP=ya)%$r-EXHRey(9kpL5GY}$
zu`x(aS@k8G!sRJSt6E$Ty!#lU?4+tZ3|l!Pi&N?>r>ZucifsQTT#1QJ1{Owl4&j@W
zzdgXK?DGevl31$L0a{hf41<?b&$Tm?#G%9k$P;q9>O~mqT%9e{O7ZebeR0UZnQS36
zLEiL%_MBi69f%^LU0%Cx2j8#gZptx&1oCeqRlH}zPTk@aE#%m-f4`gJqGlRAG_JJJ
ziZ3k8;3g_E*G<5toVuOe)YuK){ka12Sx1Lwj3(c6D#z}FZzDt41r?IVy?f8YRo(E_
z9+dBXV?E0XDbjHN4S>&4l(bdb`BjA1HB!-Sz#JpSEhDk}9ggo=NPCn~$mw%B*(-_=
zxTzG>CWmxM+Y|U}Ow(2r*$GskFS&CM{SRjx?A-a<rE35ndf)B#$XXxenL($qdcd_B
z?g@%SF<jfcU=XN1&1<>ewOb=sl8b5>nX4DPO2}GgdP&lUs{7oHt=h0K0CzaBEM?k-
z>+|T#$k@wc3`uvw%$wf-jxiLlA;nao^+kbfjK4W%H*=-0=w;dUjs3wTmHzWe_2bdn
z!<Q7Mn16f&K*zQTO__7s*G5@_*LelAMk|k%SUpa!zNN6wRZAIeY0LygvPIle6lO;B
zhI|95@{XGnW-J4#qO>#RF_^CEt~2ax_^ZMmONa1th#*f$EI`iDngH4aars7mNn}--
z0euGUVxjhq?3e2vMpY9$e&mn=xk>FlGz0_q0*cJi@uUFyY&xsDu@oIQ8__guaro~R
zRV|`CFi>e7O5Drlqb1+K+Ai-*!D(oBC8d0(hUvK739WbWsAOrNMN;g3qy;<W9GoJq
z;w)4)R-2hloR#@RCzf}WvY#PrFjQx^dnQq5SGJT^Dv7ZUyq{rQ7sJ1yX8N~5b!fqU
zYf;<tiS$}}TlheDMmYZi3W>5Cj3id(Z&KH@#NIIx9o4NQfk6hvf(R8X`J7l=e`Q31
zioa+it;?Z!k1(Q9m#l%x7mp}D;Ee@JpIu^~pEEalo88neZzK+^_R;3@8}%Mm`yFqD
zRV7Pga~xUAKZqqsmFOJfQJ7Fk6@B1WQE4n3q%Ud79d<Y%%NxezS!--%bDaYz1uPAt
zy>hT}eEN1_E*R*{&ixHRBDz~<=M81sZrVc=_T&jXTL667pD-qTwx3jOQ`sxlo4gG9
z_Gcy-v^p@{>8@##eU$c#k~s**ND_RF?!rYFUwFPXVkstqu9rD>$58Hi0k!$%F<o%`
z9EzrDQZ7eJsHV0Ah>Fm^&w$5!&E=Ne<^OJ_Pp!d~7e*g+`#q*B<eJJTJU0^17whT_
zfk(Lx<X>%tzNrzbp%p#VQ23$oZd7pJxkJQEQZm{KBlzq<Isyv)Y;fzw#)Be~a?@@f
z3p}g2xJL%T{dNfzK36a=yA@9Y>J>PoDO(5t8v-58qf<vSfdH*eBKq=-?=Bmq1Gpr6
zyXtSn%Utaa^NF|Hh<cwhF-xQ!0S*O#7Pq5mdiCp@%PUu_S+V^ahB5RyPP_4axyazF
ze4Jn2b!7$TXS9FaeheZU)yHwz8Ro!d`h-1(C=);h03hgS4}I-s;Ku%O&(Gyy;2`mb
zr>AA~OAGEOgxCQ(h)`yAfY%v3bY?`Q|4@fQ2vv9)f3Kmps(p8)NIFJ81s<}-K~4~R
z&(yVXwbfJ(mPg9vGQz{|28rvb(Cn`_#rp^vJJ<HKz0(!AUQqzBURavEdZ;S=>~~)3
z8HEvxlvMmr2&mIO-r@d;<A<nVG+S<y9#j4b@?K43Xx+>?cV&xg1)vxPM*L~*_snH6
zRf)#kArFS8mTmGCMKJU3hfWv|n^WZzVr_wcyA1y#s7#2#NlAEcI7#~cv4zMRK(skd
zC9S#0l;yU#$<e@?CvZmH=`{j0;Y!eR9MIwE$a5{JAPjk6``J*lz8-sKVs+*Ohv5bs
z2GQE)E}}wN6~tQ9kvi3o%%wHTT!@T?oX!nAqKyQ=;`%D8!z@e=${ZkZYRcKBED6np
zs<Mi^fVQC|_C~ZCIeW)YQ&+uv1}MHG?EqP;DFayDVTSN-zK67CitNyUtmwmfP*)6D
zv^|2@Qoq)IwsX`Mkpt;(8+l0nqZB+Tq0$>FM7a*dti<Rj67O%FF|f17Eph|R4lD@7
zlwIuY5lr6Y5N0e=Le!>{D8g9=l~}<z8wXLF^WA9OO{QjQs9Al^W>r)2)PK=TzW}W1
zI4{w7{5<OMGCQV}qAWQ?DPC==>uOq<WyyT`3t!AuWbQbU`<HK+yNM<ylROyPBPpeW
z;Zli})vP9L()}0l8(#}(WO{+keuZvE^3l_lekjvKFvcbW3RaE;RVBp@TiWpC&<%Z{
zB_tq?9h5XlqDM1iOiGe`Pq0r?5RlmE^qrlzxAEI`&<&v|!rs;JLv|xu1zM9^TjvdC
zRIt@{C2OT#h1tQ3cJ+nDD^sCP;HyX-&HqDXS58CUy0`Zwb7xx&&UwV%_`LTEgQRV2
z=cvhnJww)XlPO=qpVQA>FmnTju6?J-R&}y^ZQ3~au#7@KR!smlA?&wHhgTgfdwpz0
zo)oa0R21|H#aGRae{5~X!2{^_EBO{%KrRVmJ{xTMw}ZIhN*9wCA-CHSSsT>8N6ncH
zqdi3I*3Aj7qY0bC4RL*U4Mcr4t~`S7x=p+LUIZ~c=c8vCv6-%ZkVo`4`1=-_hhCSY
zMF*y%nM<a}p;*JOv=lhVGKwhwsmBNaQbg!=n;i~JZqOub_p6yD8SB$-!AFTKGaH+~
zMQty4o~d-e_U=`8VOh7TK9>^hQ7AtD_PXT5UnwBK-~ttV?^EuE&D!q&Bp5WlZ&`^c
z`;rVyep;MkI`h=$9#e1g$fOzEyAsy(I749a{SgIFy1zzK*~7EiS|{D570(D2E$5qE
z^1;ACz6}S}pRt*-$%mN<F9TX&X1;8~PdCdQ>bS76^Z2_ZH_`@q7WKJtOOHT*nd%Mw
zbX$*_bOE9DNo$>STXudeIp4a+kxvT@$;~D#Qn(W02dpXU(RqmxDdIY<JR5^E%;`(a
z+Dpn*TY+D)5Pz7>)$H=X0$OgvNBB=__i}1#+JKZbbr|f#BMviddB<ipXIFteX}Rjz
z;TN}5n9oCA91p(a(CoL1Xd<E83L<c29GY<+`9+|t%t{w2YOL|`?L0VYw`v8%Ek1W8
z+{v4AE>Ja1(&mMJ)=Z7Ylp)f(OD3QDy((CAqXZA!D5;s_5Hs#<|3PdWQIzyw;y0C4
zXstMHR307qj5AxbHkomdlT2VqYzaW42<k<fu%d6wGtvRg5RePKev!s_y-J1x0QI6^
zbmqp#4tGe=sF%fZro|r8p&ky>mUap%1qHzL(Z}fpT_WXclLnwms5a<*LcVQ#L(p0H
z7j3ein@_A74V42EVjA-I#=MD;Z?0hf`k!}9;SxJK_JRnB`7cJ`xzKX-6P2ytZm%up
zno8PxUM0!Yn|yP#hZGpMG&)&y7Yv#9S6j_Z{unoYc}9LEA72xei3FyrAw@@qJR=M9
zq4V>R^UIM7iyY@mjR>4l=ZBdRKmVGzH}(uV0HD-(S=Rx4NJ{!Vva{uETU*}f2I>cV
zC4d7_0pzBq@j@hgSx4f@2beOD@~TQYmA$gNnWSs}r57`S3sr$9qjs;cIy2x>=Ch+*
zZY4fClH~@>H_kC@px@NiW`3iD$9yx9_b!@PdvkB%Eg)_Z(RX-iT9)hJGEvlGGa@(I
z8}!e*3_ng?$y0BScQ8uK!4vRILvJU51^y1mpj(O|Ueq<^09hJtbmY}(_yG&-bo8eY
zm+5?~BYR+@i$9v+q_U1<y+2Oi;ii@t?D$<ZZGgfE(Ep-UsEW~gqNf(T0HNS3UO{Bv
zfN&eH1VZc}-$igv#BMXfTg40(g2G4%MBXLkTrP>Zw35k&OtODiBWgbmWK3b2t#beV
zCnq4A*L$(rrppI;tXOR>$n!Q7eEjD^p*ol!36v2G?$P0~60LS*KGqQh42m=h44?L)
zQ2zR%Nm(9V>``QwFte!GSxL*3mbdRJB(!T!tkN<u!!@5e8VKSJ0`sMDutby~@hZyV
z(Efgtp-?xfEW%`wO|U%&9kr-Q_n&10tzJy$vp*<^5?nQ^A<+kuiE>&cax!%m&4eB$
z5@uA8<6kH2ie*bVr5;F%HX^IO1}-_QN;a^w36s-30L0`t4mLH&f7Z?$FeSvZpxXo=
zIctfrYFdjI7FFAfbXW5fj`wI=(~IR{FIDM?d=L|<vkw%Jaeiw)c7U5!6+ljrW1Slq
z!6f3<*M}wGZ~b+l1SFkhu98EZ#l=Y5$2gTwv5-umIpBmpDXMG&1L4gkbfPM@n!=6W
zl}63ZZ+!7A7o`n5luC5?r(@EasnfrE&_wmIHR#RgO%hsBQ@rU^mvcdJx)UYf<)|PZ
zgFn`;AZM4Ob%v@3y(z0j+Zmy#OaQOfEmB77hF%To4#}|q5~HSNa2~9#1yJ-n4U-F5
zoUPP~;H{<}X`s99WRf^nr;`?mERl{X-kfS;K`+|(ncDq^0mp3keJ(DC)nae}Dsr@u
zadjtJ!=R)=*WWG_%wsjbQ+giAo3R9>yG*nbL@hZKsB|Yd(vES_nZT^lx(GvqIpGx@
z3WuTP&bq94xN(QJ+}6n{vKSX%(y8F~fBOhTvxHYQ8Q_1ZV`k!n*%ljcqKaN&@P+Ko
zG<VriM#BAj=Q<JB&$k9LyW{>=y}#8oDobHyyl1e!IVM`w8jUv4l&RCAZdVJ?xk#1O
zHswEn7&oN*r;_lZktuW25y*p-L1+~SwRg7GeBw{t_J18OKN1=)K>!$d7~s8%*0>&h
zxs6iz*SEC>v#uQC6E4_z?MmzrZo8xZvLtBCGvW?a@H+f|&;baMy$bV-Xs>9b;n)6e
z{}h-lw4HUH^;C4~Z7oU%z|{HIy8``tmN9|mu@BY&&-xE?J`XwHwrxUDexIGcpZ#pm
zWzc!*4JCNFUVA|ke7Ny}R89Z>UE}tG6ymn#d2{jjfXwG&NbtIA%L5P)0Hph*0?+yp
zx3q+OIK>RK9&QV*uVJiH+58Oi^WmXecP!jzY}&G81r2}YrlPmTZSQNei2Qx!{0`})
zTxYpj(LC6MQPvUwS5cY=cxf}kyVcJ0irl95d$&?w`)r<J4?PGhJv184SlD?4`pAmt
zyDiRHU?>`%n@<xJ+i`<g&K4zQ^*0IGC;OjHZLIJx;3sG?WT{Q{L$p~*6{|PUf*D(F
z&7Wg(tTwd-ay}xM*xShu>l$u108TFD9H6PjGW0IUx+TOPT2sw3q^dEC=`zl?D*oYR
zqz05jJp`91NvL?`i8fjG^EmARN=w*nCo5+Awa}$R8{%oB+l#z7oC<oK$S*iLP@G=^
zZQ?JGLl7p3W0;er%KkbxdW9OzdzFIN+HVJVMesmbP>HQ3N-n(pWG*H0Cm2$CmG7He
zc(^+V1&TiYd6&TG^3&A!MJsUc)Qxs~9+DK8)`_v0MGV}$x12MqgOSp(H)w$8z9(Jn
zI8ZeElT2+|>$|*_lco~YgluH9x6KwOg5$1HJs2>y>XS%C0h)y>A7#1CC7ss^BO#es
z1S*I)xAYp5a8Gl|3v(d!SfOg$ojmtwkOo(ln!9_$B7d3@B0)5ZPy1G9R+WZ~9RIC0
z?w6Pw$*KGYx`HnMCqm?-(-x@1(vmWxJ}zjZGq!ry<#sb=)PAGWo;2(&U{M48^+Nrk
zsY&e!u(g_+7Qy@)^GyqNhIp5@B=U`LJf^ix&ugl~TGZO64^Zy{uA&gr)0shD$IG+q
zH0msSoEms+8d{cV`_Rua0fk^<w$Bd!A^uwk(FFUB+mcx^-j~~QXS}@1t9;dfA;$YS
zYnQd7{=9&Ec$g6M&A_>KWKruSZTq_44+>pc<9?o1c#+X_Tl4X`Rq!4E;04@(3}AW3
zQOME;pxli@);5k7Y#4QLl#+MA1wcm9!zs+D58i98FY^`IWMppiaoj3!qR;^y2=uCu
zGU0F^_Q;T*gZXr%L*Bh_`b~HOy0y<beY#}@5YFh1nWvXG&V&-137Ol~Cj^OA^AtEo
ziYcqk%o%UO=&~!o4;;Jkx|t&2p7j0E?wFi}w14CV02ZbAw`O{40YSWiIp@F1YV1vu
zDq36a9|XTQl#7lU{~S&(bCQco*=`h<_K!st(~HlCo1)>o!jqC$Rg<IzoJ$<H-zQce
zC!4?T^>{h~nh2as!4fmfqUlsS{aev;K<zeEk;lQ})nO#>73((k>~!NdRFcQ}Y(xd^
z4oso4))9|1%U%2xPILK`G!8HSZR~JdmC(aBrQE8Qzh1<ZIWwpjnZJTldp3}}(`Qa=
zmJ)=Eriw91M_O)3o>^8tU^+!dI)m6{$b~T}kDFoya3!q**+FIyR)QL$B0FiCv)aY4
zaYe#3)(vZA_9$Z)wAtKZEhm+bx`Rn2hO{a%ncBTyj5afx!)wyt()R;(#=6s?{h@hQ
z$_j5|)tI+7S@Jf~ec71N=XK2Tlj0J3W^i=X=enz>MOn|Rm5x7;^+tG4o3lXT4--q;
zH2JI=`OCL3xJZ>~(n_NK<`l>_HnJZM7ZxvaN#a!nIbia9ILmkg@t`@*K??hVmksA^
zIoPdwB*gGbIi~6tS^=31n;0X`@wN(_tT@n}q4(fgD19ws6H`=7Oso3ZsYVWN788Rr
zq)JX;(=Obqb0^d*+6UFlk?1(@x1w%7Fh-37$|0Y6j#bpRb@zC-3Is2)<Rr=c?@2SC
zHZ=eN{A0+@{qh1>2@?yH0lKSd^eHVVoWy&(Eyj+-TBQ-F!B=grtE`GAA$`zjKK533
zh6|a7wzwFi3pXv<C)DUbI#>2q0zqdkCs^#gbF|Z*vq+*7f`}`rKOk@FIJdg}N4ta(
z_MGK3P#a*MWhr<Qj;}m6o*I__6BJV@q=YyyT27MdPChroL{j4>aX7zeF8E`jh<028
z6d*GLSXVR1gN<eLWhqSmhGpfD{mm3;w54tNVmtRD=C3+z^-cFkaL6IpVZr|$VTPsz
z{gb8uC4rD@a(ywFhUhQKv`86w-K+5gg#Z_7`;({H-4V6|=zjS#eE`+k)iL$m>B|AN
z<^d;>%lUuo$$gs(m9IK>UQbHjx4*cN-S^*>%%ggi$A$rQ*MG8K1T?H$`W3ODM65(F
z!_F6wQH52O$KKmk+udFhTWp_FXWROg9t5@LX_VG(rl<3iyK2FE8x&sdSJacdShP~V
zLwVUqe|#KU%G~=u#>S_2RPehs#l%jvw_UY`Aw~O3upZO4XZx;Z+l^<YZlH~Auh;P*
z_FX6T*uMiNueg1-J`~JX)$vBqHx^rutG}b3R;7A5v$+vv#d3jnMdJ8r3^>`7Xw$B|
zg?}1E%i8XM1DZ=ip0*>dfl(j|l2=swD1kU-(Q$7onwFfe*<n2U#(_;<PGl&*L0;$G
zT%l`>Cj_;C0B{aSzQeXP$tNEIL#eH_FZC-Q?33c49w)W%amjrNw$%Aci0;?>Kmo*!
zB_?&%w5XBPs}V%?a)1&<FJvHLa2mx^wA<dDQE2aJ*3ME`bd1XXJe5gIl%2|;piQOX
z23$6Z!SSTFeGkaio%rJNVQ^rM4Ed#bz1jKFc;1A4MZ}>~<kvZ8Xy&Mh4EV)v?D+U<
zdWE$Y>PFSf-U;~?NrSz0o~ChA5Xhx)x7>b<YUblSh?J%Dn@>M(1hyGGDp?ZvDo#3)
zPDAVt0qi6MhZzl-_P(2#NQ99_RE7%+(dOaWLaneTIS18#-KhO4touHrvqPDrHlUPE
z7->2C+Z$VrH|xRT$fcbyeZ`8O$iq}emcPtN3i&PdM;5`^FMk;G{&Sx9Kk^0;H&MVn
zqbVf%kG-ktB}DT(mH%>(N}?~(Q7jB^O2kwa(p4p?Gi?Kxnr<}{vau3W2;WggtCO{U
z*vFQv7lx;dF0sew7M^vBf~g5v`=WSzD;LEi(h@8}ZH>yNljeh@&w;QUJ8py4&><UG
zih!NFOav%9CfE|(HPJ5ar_2K~4p_9vXj}}5TN~Vk9Y5kRbsAZA4(<c5t`OI5drdev
z$QkvC0I_Zk(hM-Op&^Fr)6+k8wIc_X=}!;5zrWP~YiV71N95W$4*j=56oPVkOr(~a
zb__`^E2CXnVqW4^21Y=euD+)POG{K=8aKFw8{-T7(Uy_n<&uF%N_xbf0wIhSMhfTC
zK%aJ@_O<l_?3iU1A8(`1Mn`dh+s3i>4uEU{p_4ZVq#7%8J9}wy+vSA&7Yl1{5dFus
z_U^IABeT0wUuZLe*Ms#14KvZ|_mGL^o*UJ!tVWYty?VzY@8K;wET5t$Eh0t>t@CQZ
zo5MGc$1f)d^}4o>tec%dRxne5UfJki(h}Q+)7a2x2dt|6A?tS43_!gX4W~bCZD=58
z@6G}lk#Zfd{r-6<y?XCQvq=I{Scv@JoB;ml@+<diu&Tfr|Cs&1AJ}W2ECO;dxseem
z!yx@OzRmL_X7zIUd5x^^s^VnZci~+jvU*K`H95poQR$NZ5<S#BWnnvbr3f%X7Q7-+
zMR5W!OKjX2m27S#*B}7;K=4g1&4CeT8gGM3Jf0d(S}LFXmy?`aRJrA#(pD3C0YS^%
zDaTMZ{wH!$%X)8~<5;z!yoE~(4*p+O@fHL2iC^)0bz1Q%6BIy}<4LB)a~j(z5;30u
z3jN1dAD_0O{dyOQOP)#yDsC~}u1a@2I|A%7E?!zAsvxwn=y0?xaG;BltfaF`M77%~
zDAvh1J##7N)OFvT|K9c{EmjQ|*Jkc`Twl_%A_#7@XMfT4|78K1i&zD9t*BT*M>T2a
z>S%yDH$w};Wv1=R=P}Xhi3~?8mIn+21MUndb7k?K*nDZp%W3P<NZNx<1L8#naD-8M
zm6$TeUW0C0mH(+5n{mLmU^e4#du(ySTfC&1TN^y+YiGq)QJ5dr&O!$p`8X)23O}-@
zbR=ITa<xlmbfp7qa>q+{5VF973(iC|8$wjoRmuyyR!XjavyLF;ILj=f>>Mk+`626D
zFaj)t$)J3Wb#`EggN|^K)Mv!BDjA}H5`G%565;h3xp)nXe)s_m@*tTcE)|m~8t<xn
z;Z1Z2taAG>YPj5F3MsL;6r}y-maR`wwCRy%FwJExxoL=|wX-zpal2UGl}Ao4#PrfY
zN#D1z29s2h#Cec~5o*fq3Er={f|3GGrGAc!Ak4Qf3Q31lmBdB|%%<gz(?C(>9K(N$
zA{boj;}_c~rt(#lu(@l+Qo*IC$4R}&(pgpE`J?`nwjv-!g~>-pfOVL~O-6+&kmcDm
zc++OqUHSa`9j9MMc33>JQ1;&Fw#TuHUt;I9@>sV=Sz$<;)B>*!#;m!UTX{DqBgmZN
z<H~zAwbzKCD}FQFAIG=c%U}E;qPQl`)o)zt=LyQO|Mr69nK4p|G^Nr~cMD1;f$0a#
zo?w+Z&y@C6F1x_(LS*;)8dd2Kmxo11-+Fw;Ro&y{PL6b<A$o>tU633+5)iSC;H#KI
zG;=45czjhHfkAC+LAllQI*=Re#a1|L)^GOPm2SIu*LQnS;T4Nv<$1_8ZCI%@rnhvo
zyuakIl-XzK&NojiP@USA@pvX8J8<m&Gz~w-S9=a<j{g@KITtltD|rq6^KZKthRE+y
zpO)kvmeo~zKFc4j+Aca+>D_f;-{lBCT|5>OdxU+h;cwRhwl0&5|JnXj|AJM~c5n8X
z7^L|>tVIT})|+$aq(Ihg2>N;GSX0mT{Or^xIL7y;Hb!mo_jb(l-Upy8m5I;Esc&)w
zwgkf4zG#NC<?4sm$g<nc{*2g`(9jB~`M$fA(X+@iuk{6JdMGa-9xzTNPX#zl38It-
z2iY*?s^i%h$`hc479G8_?3%W0R$M%IMVKaHd?Pm$L&v~G7n5yn{|W>c@*&m1oH<17
zs^zcth+bmNSlK{)*~p|Z21beJXl>5)rH$j%cddh$F)Kd^ZN(OE;#k<D8LP4ljTxfH
z)atA|Fen}3!(=>e$FdiMM7x>2mOb+UwUf;&lL}5s=_?*}cO@EsnVl?-f>Pns&wVyC
zKB=(H$dVSlNTfOa(iPj#)AZnh<GPq#x<#8T@x6_^NuBh}Mq8loaX10We=Dq1-^3Em
zyuD@|e~R#3$yn3BEnqrJ@^y-9zs+0g2od<>GWSqcjEf~+Qmy>)Ee@8E<w1~!D;vH-
zImS`4sEMp%ifn1B4z_G*ppF@Zs&q*OqBARGjbxS~bnvzeV`qANnC49r;*G2kd%}8n
zcY(Zax2Yum6>2e3*w5vl;*b>Dek>vqrJ!B)?*Z6}(^$6#7CT)(wJev#{o`S<wk0L9
zAJP58I1jO=b9+A_1?GXCV2q<aIFL_$8u1kx$?woR><DdkBBf;oTtTOD8b@phZz9-g
z6CGQZyBlB5l40Jx+Ge|{QlTs;?j#x6Wb-FY4p9J(i1$_6SJxCSb($#r&qx;K9~=k@
zK<VNvM|CU&#fk?0D#+#9TTLIvoDuLCpA}=SFNoeh`eBp=lwvZ}$0&WMilrzEC5yR|
z8n|>0nMgsRTKdWI{sVCie<A`-P4kye_rG0IG!9%BI5iBN8~X;Otw=lFIkOYH4y4lo
z^)qvhHaxuSIQ95=-|+GN5Z}vUcbM$USUGLQ;bJH;{F7Du5)?`$BeT=iRx_QyX0?nB
z9)FzIYa3}j1C;RHu~Yk#$JjCN=TDn7KqyWgvbt^eSoUH?y7q_9%a$^%mH9~g?eU83
zuKdINPz`i~Jen1_)?eUX9<yGE0O|KO*^Ya-Pw<&-chr_iw03D}N=y^bbO++dy#Y1!
zVlqPF)}Po-@cp&x=PIy7Tu|!OLF!OSpH7=$a8wkc)*MpU7@+zB8JiH4D=w!$L+|zV
zfMv~)1BA9ni92|yrH~l)@j%d$xQlXqi2d1QC}4Glx9ITQ)N2WZAYaYbSB!ML)6MiY
zC4NA0($KY7p)i8$uZpJ`)X>lRl3zVRK_0$4sfob>&X4TF?b=Ap{Y@hsl{sK`Q6-$h
z9*qg)Sr7~|qhJ$REwX`MDc&s;?O$Vgcic~T>ih{d2o#tTfcGiozjXV4%{xFe65j)|
zU~K7yU0~CTo%8cvaX|Mb2j(+?fHY|eW7O@Am3n_Qy6#+JQ-1a4g#H;0!Q~zyHUVGu
zzxz*xJO(PVsfj5ICC{;r&_rL|=&;c~*)iF$A=)lOQ5`w3+5jZ$?37tft0v>KO}z<h
zwNFUfTH%(<-Y*WqdO7XdNH;a-efJe`>TJKccFEPZDbIEqr_q|UGzU!xD_t;V6G=H)
z;Y_0NZsZ_Z0b^*%!0*UpW?BhMXA9Vxh(F9hqu@l0DaCO4P%~)zL(hr!Z&oJGP_Z>K
zE*<*jh&v~n&bRqn>%2s57}<f{kO8BhUy8yx-$}la`G1f|Wp~yEKvQw|yA>>|ItHvE
zRZOd}u8@k5llM#z6q!x+{rmT0XNbn{P-~L*_gG@(bT+_iR91QPLIKEPWdAb!crJd?
zOOfEoQnUM8e+RT#8J#{Op5lL^-!z4jxVR)IEk0=}9j38$J_Z*T_D50JF-AgS-dd8<
z42G92_S-}fjCHGPO<CVgJ4ZQCMjLgP)|M*{hN?#><>hxdr76#SPfX*&Q?_t?iOKz_
zYw7e!F@y1Zo3G-Bi?=$fMdlj}l>P-`!%QYbzyuWHiQadUkV0jL@jt}1;C7Z<ZyrWk
z&BTVO-4E;rQdXusBWHXe#}M>=1T6+)2?Rd<O1l|8BqyGZ+-NJty$f$KoV1pLB}CNd
zzm8C{c8glCM5pi4z;d`%PSuS!qxrAUalQ`wM^i6e){ems>!)_OUV+nRLZ4+CzZJq8
zdAL6YdzCd_R&S4VejuZAw1`pDmmjv29)SK&*=%7?=VfkxUb6eQz?5M~V8Zt@EYNn-
zrEq~Ecn>L*wW-ut<?ytrb}X`6wDBa0fSv&>`5zhHOW(scmD_jcsqU82dk@_-|4$`N
zc8yM&e?>U{Z6Q^?5&FRsaXy1a)@bruyO&9c+pL!}yYso1#Xe#e2jIM+aoa^c2m1dw
zUv{YXZirukrT*89YrxYFAc^t<+qT(b$3Gmg=7Dp&PWA|hP<jtLsy>JH3KvN2w_+|X
z=z)G+ArE{vM|5KX)vrO98&L$z6Kq%IEH}=fMbErf{k0j)`9b%9^YqZC7lXVN7-VRw
z#UI5(qkH#-lbd<Vzp!^HI;dCa0F3ezF)iFN_}0lMawXb=X363`m+-jlo#g(wH85_W
zNJVtwSC~Lp4$_!&xC!(h+6drBCSFcYWoM$Rt1kll%cGANb*_eh26pzK-`ssYns^MM
zRZLuQ`c$LU7Dqa246G!@hI2VGe#imLPZ8_d#|QG>6I|?bI!a%|s=(RYnv&^by7Qz=
zbh$LzY;?rY=;tklJk3-ibq&y~1z_lunLqdGjIS|P!M!|x3K798h2%S+1!ook7ER}P
z&rMQX;Bp~G(^vbuv-W>zg;N>6=MnnrS&y68w-dzAB*ahA7@p5ju!f|gE2ZCV^bABB
z&{TDq8L3rR70b)nw<bfKLRdRa>`CVdanEdDy+oVtCb%g}>GBJ(#+;;+G6dJZ97CDY
zjKxn=>i~Z;dF88*j3F@#T(Pk6pd`r1q%)ps8=VC^&g~JHUg{oeGoYJ&19eDlR%?B_
zT0O8WrsR;46#g86^Van2E0IWKuepZt$9Erl{SgB-2{Lg#J6&W`?LP{o8jxu4`yocY
z&54Wqf%6TWB=#H0C#CxDG6y~@cD}04Db+ihg6GTHH)=CWP5SK~D}zkAo7V2<+x$1n
zd|=I8FTpiQ(G^6e<M1#<RJZtH*a=y~I8B+!>exC8_lW7wNt!B#6N{wi0crx0KMF)7
zCFm%nJ!>u{Nyi7tl0+!si}|JTRSe^b5$_6u*(&YRA9Y71Ws{Di9S>pWq!-B~LFt;o
zHkdOmD0Y~Ilk+?sF2cHYlq0_rFx-$je+t&?r!GOJoHWQkD=klFD+P>x%KbyZ7D}k#
zQ6TO$nQ&=kkC&twIJGxTKC!0~e~)GnKdB&oSuGIY)cuF^$1*YNQIw>yJe?;63weS_
zqGbOJDlMCLtv{-RNmCeVd?wynW`a+I6nf9TvXOjN)7kl4?Z%*52Xx4>+!_m*f3Rgl
z%-f#0uD3upOA)Xdp!73OB4GV`Z$dz#iRY<5&bCq8w_1p&%+B5GT#sXNYT5e$D?@;N
z$GO7$ji2weU~9tr6T!|M)2uPytJX_T+Lv90#|b$oaijMU);yzVO+8tAe?&<0$sO@`
z=^r)?Q~FI@TO!0fUEVi@8}#kxSj(=bal9@c9R%#STzxuwB3MT=)9p`|1I<R^6|JU@
z1}Q?iB0W!5*Qbk_UDw!mpfQ=ie0*kVg~${0yOXGKwqzviBA{9l^6ps3e&fXkU!qvE
zwcT!OVDsrBLWh3zW#hvMa}1wX2Aj;+G6SAcu)Nh^u7PLKW@X>##jfu&#gt}`lafJX
zmqv(lbe*%??w?tsR*^vx`b)-3=A?LYhKVpTxt~sI)IcH!+P#mKp3Z;&M3PDPk)?Nw
z57uIz(mK*HxGPex0%OW{)hjzK7bD8H9-}UTRza_!b1KFLwDX8HD#*Gu+4D2P45_4~
z$0Gprxz=J`5>Z0ts1o;>oOf8y5v(-)Yx!;23jD3p%?)2%BN4yHrC3%Ra_&Oj0+mG7
zr|2sVuF0hzzd|CfVk?O%!PZ|Vy9yFreupsOytP@ll5rU>*Wi#erl&If31U#@J*KF_
zQf4i<VwiHFhJ^!BI<gjk7%-}*;6BlUmll-dJyFq<Z8ihC{|FyR|1eOepnnYKb0Nh^
zI3!yznW-X+H=z`)Oj{fD>3mPC$<?;DhUhuVl?|i6;oT63?^$}@c7c1q3=@W)=8xP#
z%d$Y8l(RNn-}fi#+Yl@>ijhwk{w99VH?oqqqry9$(?Q=NVAZMTXA{DRE{cUBFsB07
zNwg@2ix>u}ae!I2A?P2>_&eWkSWRhUTtJRyHVLiK0^LV>Gv2jGP~*{xqE0c~+ZT7%
z2!*DYq`6O!P)gF$hJU90tEi~Xu=-Fd(7kFk*ccmAn^{=vwrdg9qZQ&zbjr7i^c(3M
z6ocX*fHLa2*IobDwp}Ffa313XNh)`oCDc@+i-;$VLhEAvNkUO8Za3#8ks@4=X=A=p
z=!W}><-2;O#koAu(rNF{H}C<Gq9OWfsJB6PQBkEa7-D2`{Si?m94aQwI*g^sO^dpW
zgDwoIlbgPBL(u*5TdW@}v~!}rd3k4)?2!*)G<NwCq-u5au-ZGDy0OX`+*g`yoZVI5
zq??BOP@}BT`w_-mm=H64_(2{gNr4{bRXA0XeB-+(<?|Brk{si+2~!mP$$bi+Xv6o(
zzha~Rf`Eh%{Z4jEjbEK8OCd&7k88P>tdhNa$MA_(9*RP27&gldOmTHxYX!~sgo={A
zHtIfsPFV+ha6sUjGneCRwu?k|-ty{65gZ(QUe2njRTUL70uFt&q3#2H$9LY3sP}UJ
z9;KP)zY`KA3+b)iH|q0or#N4BTldccN*yb<9nkAn);$k{ZHQiO;RG(#&2DG(ACMSz
zQgaixr;E{I+Kwnt1f4QM^c*rCP6ZuS`UgxFCfS0cu=n2;b1J`I8N8>P^?hx>5i3%n
zULx7*w-HAvXq9ze@5|~cA`{7}EPcks@D6(~*QkERM2#u!m$HMeYc;{S=FGD!>6{Ou
zjemHVg8sU<XIy(CTI3Em%4Jd-Tg0kTXffmD)6n96V(lK3>4`|O=*|1ba&8}+ql!va
z5ayvbHU|+-qmj?T1Km&W6<(*y)7RC>FzRMj*Xr6sr8^`txrd--KaU~t$H(zawl@PN
z38Iya3r3F1NK;Wn`1suE_}<aP_*IQ@)r}KIY=afLeuv+a8Jvyg7icZChP+n4rq9(x
znRqI(fK@Vh*S@CDOh+Ncm(le*P$yW*4Oh`T99+>9{9qegz}bG>i+K_dyj55mwbFAZ
zu6S<o#6f0>m(NZ&N%LVc;p&&1A{ifH@mB3Py@>kkK|9KyOw?S~rx)trFCTiyb7q5Y
ztXS9W)-^rsryF)6oUFYVJ~&fTZeSZ>wLSN}F>O%(8tNKbZ81|zVHst|mMi<u`KLK%
zn=EQ=u=@unNxlVEuB1qsno!(PTG8kC3*@c^YwOAZl3yG&@;u=eDipy&(&Mf0`$D@6
zg8|ZCgn!N=Q}Rip&c0hj4D=J_$@f!nr$C3)Ns{c>BJ3-=$D$N;-PcJu0w`CHu1qnn
zW@I%J<`{rEr#bMrjB^Tm%y&%DOk0N-zfvdrPyB>Cgy<2r8}@Ml>ak)MJDBj%D)6I{
z4p>9QbQ~;H$dQ2rm3+@mBe7U-o-}bNlnK4`NRz!9P|4!kk1KwwRcK|XL&?@EAIdwP
z?w4J`5hom1iYC2hn-=&aCQkK0!9pE3R>tUAXAIscpE5e(@!s0hwj$Kl7BX$C#X7he
zQs41<v||bee(16?Lpe6|=%k}?+nA#dBQb<X@fT~UKJR_`-QT}KiP0OwhTMME^F1Pt
zFD3<UDWNpl=Lv1SA>XUnxr^wv=Y9r$l(^lPF7$E6?Z!CXl(omG({%_?H^OWEor1&N
zc}Ddv)nmfxeY^<$n6VOIaRT8kQ=NvdTb&L*gR?IFs4#1Y7xzzzQ$^w#e9W5ws8#sP
zv_7s>+*!**h!}cAm_$vh)2hv=`R=B%GJQNkF0iQppbG@>&e{fxtv09pQyC(eCM}$n
z>rZOZacNlI!lHz+MUo75WKviqcwEDH^O|HyO350n59R=dPS6-RR`>DW*nB0rO3q#Q
zjYKzbTC@!|HOi|$8e569uX7G=gs`%+(rGhS!?9M6h-qI0f|={#pe{W}laXMsa${OC
zn3)r<wse8cOqP*-n30DnMXN+++*;-!0uK*SFYr3_`fK^RIU+vgvpHgn+ASw$tX|)`
zyWi272L&S~NHcb9kklK@`u!b8H8cKx=!h4f|G`U~f9mz<7H2Wd4}mzjbki(gO%i<$
zf=o3fcaB<kbuABz#3HdCFCHjo)XNUTh8RuSZk_2^Fd8w-F4|<cTGywXtuj}$M%tyO
z<08u#m}%Jk(h0jt?hUF8Rb@UZk#tf0*i7e{^vAlHm?9W%4{?unKKA{tw*=V__l*@6
z|Kp1o%y9pM?LQ?FRE|1jdyR6iF#2ZsjFF%L55IFnlJ8dtcKp)$w`5)1{U-A47=9!e
z+!tZwafs+6#?4}lux2?K+%2jaTjtUs>^W;pt+^J2($fFXr=;#PLS}iS*TOXY>pm^z
zCvxqg!6YWDBnb_C*H1QyP-2N>`a^G-q(ML;>W}`zCM*^mv8I<SNf^PO*~NW@t{|C3
zfV9II#=Q*65~YS-OtBhr&tK`YkeQ<N<9C<qxwaYMY{)u)IYv}bac{%Fg__SA?|SD+
z@NbC9u#}`phLO+&l+);f10wYls+mt1-XRh4a*&LP5c+Q3#_BN{unprl-~7}&weOV%
zAY$7C2jlssGTVmX;_k#@N-NyGTBp3p4_H==<q^eLh}q73aRqwUqPZ$TQnL}IiPfRz
zDf$Ph<?X{BcPKP8C(}-+2Z!@fDL&~X>0=14)~Nt*6`c*-{QO>7So>-F%ic-l4T63_
ze587Qr51f~*9uh3zUdY00C?)(_}87Fe%pHEogw%%o}jUH`%`_jPy6{o{j4e_gX<_)
zj4bQyOD02>Y^LttiCX~$3I{U~pXVC}R$1(i7uI+4gp`#}Lnx4q3w`G`18nmD8kO7@
z8$!An=zhhQ08K)!W~=}$PFB=<9((Nf)0u>8FW&mSG0(*9V=w1SZP$MyUUzc+7{l+9
z>Dqdj_qaUfJ!ODR`M;*>K()_Lt3LM!b@NOyqPE00tIY$gH@4>{b{-3h_ZQfOeAl;d
znQnlC{!hYpNLj&VqV976#p_mGD1^HkAu$*IBGe7LnV$kty&hbjSx(*8Fub<3^}1pn
z*VP5g_U9wOr87~L&k?WR1`=TzMLGoYde0Pl?;nRib5m@xnltJaM^pg~ek4eCmwnaU
zrBF!zzPPCT4X|dY@>Yfs2g?4AnA{Ricu9`MkwDnV>b`I`(jRU;1Q2U};>Y*2T0;e*
z*gx3%zf0%V8gn5q8KLkPl*j&zD*rSygi)nZf#`b5CZ3luL9_e(5WPI@V`CMt?NVf1
zlx}O6!soI9v$Q1S*UVa+Dqrf2zF@x`Iq}tuZxlC%r8lp~D|Riq*&(XW!2QDgL)E%Y
zEW7&u$JJLrW%Vs@zarhz(kUI%UDDkh(jX-*T>{eG4KLl@AR^t}-5}ll9e#1|{eNdI
z*Fjk4?3#II=9xKr$7dI7G3Zi%+iiIv>$tw|*r=<3XI_*SXcC>o*%9sXSQ%ptOqawg
zAFpmJCU&Wkqpperg#~g+Ns8st!6u8(+iSYmGnHZH8Z@-W!XXB=ETZ61Zz*N9BoRU*
zP}>+te^H-ozAjc;YD%8GuaDhGz_GoNbS^LrxpJ2Gawv6?8D<4rJAW1Z)mmCr*M&hn
zBjFKGtc6tPck~el$^-%+QJ0wCEK1sAmk!vYplyG^ipKSr5#Gqw_jm5o3q7v;F%^YK
zYkV+PBm@_!zz=KJCdlJ^p7m}GGWm3kJlI}>OtSV9r%(<7n!-X3xw*CC0ttHP2wrvg
z`Q0<kN0X2mzk2lDdQm?Xcx8$?F(W)t*E}MTCee_Z80Qs9=RwFtDyuS=Q8FK<HKZSg
zNBAW}SxR^#+4kiAxJ5ds`(J{N>k6lGfbg%Y*?5c?Oi2WbR@UVyl)vTnJps<M%@-r4
z9htdYkFw{e=v_7X=9lQ0B7QAnaJ4**L+w!imT*0fVE^|FTr$PWOPtO+|1lk;Jo4U1
z6i%<l9q^5+HTV9J2X&|C!4MYFeMv!6HQVmeY^zc7HTvYuMezQ^T|jRK(bN8{!%d0a
z2+VWG_m{KG7arhHkkziDSPn{+NZuEjdi5SA8(&^$wvIyrqt?6n?Ru(m&-K$+U9c}5
z=Ng?+vy;AX8F4TvSv%k6!e$(Pjp*`1Ss0vtE$!E8p##U*aTUmibJ}_Ioo#;Nf2fgn
zc$|w;rWEI(kZen@)ddCigTYi<1Jyu$W@x6wJkP-8ZZI%k!=uy8xjQhEc2wr4Ij)2u
z<gs1a<@Dw~mLY8(MsNao5ve4b1@<YKG^P}7L^}S&NuHI>HBLAnqlA=lh=4bEuJ>!F
z5pXl_+rEd#3nFdW!9v^f;m#_}`MF~M{9LdMcU0`0IxuZDAEG&XypSwc=z<$kL&0<O
zy%@o{a#F5PcX$ayW+-l8X2`m8YN+xV<Xei#G;BaAZne!cXuuPcj`(r7lMZ(U0u6hs
zwpR)#@wP?!n`_kc{m`G$2O9DZWOnb9NB8dD@QoK#xFM=!4m<kWF@H`%njZ>G!zJ9^
z`}~`e;G+T``=l&%vAF)#`-3-l{Wxd%mxXyq)f%TdHX{ysP2aBqCoruV)W5C(-Toy9
zm^;EzHFqv>6-9Unw_<5-wF9pDWFu~9-oZk1PeW~a&pp;5eGgtK2dAyw$_5;BZ5#7k
zovZihJ#ajMcd!Qj-p)m%#j&~NQFykfuxW3jSad(W3G}U4)BwKX%^8+G+s_2J5qLLy
z32j)gyoAZXpK8Ge#9(k5ELif4a6xH9E5L<NnWhzHQc&9o#u?(|7n}-})+Q=!oC09T
zJfh0jXOy*qf{2ytkf}`?@DaOL9!}$FeO(MRsRM4ZkyWI8Z!``Sv^MxSwX@@XK44k$
zNlC^PCtl^L!58^`cOu!1{gqP-qEmvM3MpihW)p`0j$xopd5RZ#p7*C>RX%Z3z@nJT
zo_xt2>*)?^)6P~i)3m6ETYPfi^C0Hua3eL=ONU`&Eu-)*Zh6%@z$w>b#W|!JOt8R~
z_(Ea<lW-AQbkLIr?H|XgY8A#4{4Ilt@TQNs`*Rf3`nUXfoLysAVMckI#^Xp4QbvYr
zDHZ>zIxT7CIC|N(73YN&>RH}{8P0rKW(}We^TO1tCuis4I$~~jifYhBPPVn$?}`iD
z8d5*q_&WG^5W@5cwrY<l;FQh~8MeV$|F~^e;f#}Zy@iuJ@O;RvQ&hIPNM(UsxB@Nd
zT)16?&VDcCyFbTf%Q}x8d9)9=$WNI<e;Z4Qt$<-Gy^A34Ysik9l}Lx<jWBUS-k!v^
z^>^*thx(r~MAN0n?OU3rGk^p7I&N^zT(2dzu1Nzn9G{g&Fi1`>=FdOsIc*8>Y$+X`
zV*?BfN5{5PkZ#yNwiuh<ZtB(QWx!mASeMs%)IHrGk1dz>U1x1}3pL<vvQ;!iW<D0(
zynYCEv*P}Zkys2cS?R)>^^bj#kL&_ZlP~5+0Y(45jb-*=^yEnWL>BL18?f{C2U|Y?
zMQ=R|oh9Ss*?s-~N}ks)y5nh4`f;R%e_&GHc9ZXMxOb$gP4_fb;7V`hd68)Su;VyB
zNada<^)TG2=brH|n`|aukvMipF)M$|`*EL~q{cP83gKh9u9V}O5avF+)ENfRW`w))
zn@Scq#%FaWY1IJi8<+g;lr0S8ggu5G^+_baC>F6<*mPt@eSoKy8`Nw2w-$h6Q!Z&@
z)W6nPH6_)og>l0+tV{aBqIlosuqW4yk{)2tf;T_O;S;S~wu5Rkheuc?Y$#(x_DfC8
zl+KDME0~hMJH=`a8!IW!9@%$HJItLFgo(Y!%T4Pf2KK8m8<XF^QHFks3%85(63`53
z3iP+4uGA#XgY{bquY6p4EADz!a?-8UYx~%Oa*=xS2y6S86Lh!J(0Z(?pNODX?%+io
zqCs~eGmw|mWI>;Ke~DRoC1Zv;!<|2gd)REz(AsLlE!j1_HN*`!E1g5(FC-QN`OYDQ
z>i+3#+2sSZMGo-Ek|chNNPq=yzGgAX6^AQZAh(Wt5cPzvgq^l+lG8+GIy<c6jg%dp
zy7C;_;ZZq8L;Bj;&~R8idiZpGev($cs&Cn6GrcwKPDjel_f+uy^KT}#Oj+Q>h>Iat
z_lSq+V~Fkiow$yR$!Go538Ndn9ieI>6fI-!e!yaWyC75{M2R(TD}ffY$3Z?IWFvw8
zHkiT*&43~p#(+FUE+<sn%@-}JO;9q@-k>-@Ttd8<PZ*$Lqpae<Z3(-v0T{D!a4Qli
zq)@aLJMUK{7HG25^W$WRv@LZ?%tH}R{ETNceW@p&cCmcqPN{a*gvcYvZKEwHN0!OD
zWdqX%8)l&`zRu*>`%hpk+oBFI2F&s`1*-}DDEV!O`@1o?PtrJ2<yyj6EFYRGI;P}}
z6#16>@5Z;Dkf=iKp*aOTB%@Y+x&^&UPHwFyt?yS)bx&5k`2)%;QC>(G?~VmF=2m$I
z?rz#+=7aPG(KD^C(^C5knCG9z*<AmuY~vZIinx!R8!k^r*wtAp+PIr3a|C)nNE5B;
zKiZybxWA-woO`Z5d;q1nczip5lUCun-GfaMV9Z|9<mft*C(Xj3pX{(Lg*v6z&b+&k
z2Nan#U55q40YvRRJ`X!A^MW#&-ks}>{o}1qi(I5_NuxJ^MUmy8v67N%;C}7SuWk$T
z0)Xo%$B0uM%o}tF$uZTdmH9BObZk=Ar6I12moj4*ehBubJ82tnYju#Ij*`lWBOX-_
z?1~Ey=kJX~`gS)c59~pc1al%VaEAUVf?%Ho-*ij!*H;|Kfc_9BOUy;Mds=Pf=3?|)
zy!upYEqxXibt<d=1k0q9_hpvz)CH^;!0DDlL-?CWi$}<12uCRss#Eo*6Hv$+wRRaS
zazE+(E&P(UnWPPz5kK4z*R%YlL)g$_6#S+@C{X-4H*gqDjBTkVe6=*{t-na@0{)S*
zedaj!Tju%PiinRhpX}-1n|$iokMb&??{l}hW`A!A2j4FU&^PcJ_VMHDeEFvCnoGZA
zKCT$H8JId3>WXgDgfS-7n>7t>^0Jgs|G^0AYD}2GtSx`DCsKvAOVGoCv%1!bVBsmT
znbtMV0A(wL>;8>HQRqggTbRl{m!}P6SJpGTd@=y1lS~?QIgP4JPURT&Qw@HAaKYpo
zS=RCTA@R=(6J)XVG9Pv;4mOEIg9TLeH;H2jLfi*hlG-g_!+Ct`2wMe-D|<F|#t3;}
zR*pjMT1_+?sHp8mVERiiU`cq2s9~wEuik)BId=trY$y4<WUwMU@fy)-Nvm+M6X%gD
zqJage=Oy)pECU=e$Q5BJxTCYoqDo8%Dx5R~_6p1idOlXm1a+|P->1TH!!4?bZsi&T
zPOLxdZNq6&zMJBP{H9rnyJgBbl=$@6M*7RY(DIXJy@5^vyG%X_)x?Z*a7{#iZT^wp
zT%3utE}m%(6Mt=uvSHcopC*C~52-)s1IO{h3?jh@Bpalh!#!e=%~fffAGNLrg8-Wv
z9y2eorN*4DmK|{fyZPm?dZwCrYWkk@HyAHeyRr~Zt!N;jc%^2Qkn4{jzU|XDdMA_X
zKk9nQzud-}+el|q=WUJTvnpAYFWvVSn%BR2B3=>Ce@Xb__H^|GY^j9ZJn$BxC4k%J
z>1r7D(bA<u;{{-4|F%0EqrLogzAjJWn;xfRW_>l^89kpqJ+8U51y52MuJuc7RW{9B
zY>n<{o?G%&c(on<Wh3u)%U1>y&=$=GdXbx04?WJ66J7TxdXZaj{&_2-R?csB!1x?1
z*j$0;%5b(GWHw;D*Jy7OUmi}*HU+LxkpJRK?e`wXP@b@C-4_!bF3n&54lRLq*e^C}
zb==Kg7Z`Q$qH%eEF_yev-W_+mz}nvP94_*|IK803GKRXI+y-ZQpisSGPcc(-Ek{BA
z*W&Rco>8@GbTsV-Ja>Vqa8qVBJfboogi@v@9U3Sp#`-mii3RR2m9@X|${JA*5R1dx
zW64|6UASs+q{DC>6tlXJ)M>^a9%F)qDdQ!(HrY271LK6)nQ%?1Fh$<_dx^z-zw%!x
z|5mb!fTjwYvuxB0gU`bc>$fbIltLaNM5(BOdCLI!PU(`}j%pt>IjpR)g~XIuby``C
zxXY5UkwnLtl2wL6a4nb49q2UZ7|F{w?MA*Pjh|4o?uQbs@7M4=`ZqlD-Yl{0;I#v1
zoUXN#Nh==f`F07>i8lQlCu=x)LFj2DHezRxa7h?U*dMT0WYuZp%wvnVYt6Urx~c-c
z#u`+Q-9Aod*uvJNR2Xp}0Q1cc)Fu*lmxGMPP<|0ocb{`KqSjeZ*p~DioA#NAF?^br
z1NWljAs#9%5%6XtCmXaPDe0(B-UG*uy2LD}N7b)nr)cIob$YBQO(WIh<P;H1=KNM8
z{oyDrsj5;t3ae#gZVIu<JB+w9Gl_*yH^^tsZSEIVz6wdAyFyyqZ3eA`5FGG(O<6iY
zTVy6nIdn)14T{uOVE|^n1Vqh?J648FszVn2E4EQ#mwY*!WxrDr&E%b6F##zDc`%89
zTGoV<?@-yV_rXPIR%Ktqd!{6#5}cHlOcM-%jXsvU8gP|qt<pa)%2iteS;Cg<3O7B3
zEYO?%O0h3^B8?WelfdZ<(i4()lLiEk%}=<=oQ^Y+&MZIx3)W%`XcP*;0}NX0we9H(
zu=R)W<}+>U<>5<6;!~pc(7Ok!jw^xH(I%9Ym)5k!zG1r($f^b{))sYBJkfd=REU-9
zPaXX&D^DLs^pg}+16SR8gYGW35WO#pZtT`4D86PtebawN*5kg{0g_%u;xK^H>kL>B
zx!yvGM_zNe8upnxKCw><(fNT?RHZf9c^#akfYoegHZv>OTlmP5vQQ0>38R(+#U|Wk
z7AeFujw?p8sKai%Ei{e|%&J;hU=d1qxE~@h2V>ChAkfN~*kR4f>~M_wo3l_;bMf;i
zG&8<#-1@{)2IBKA6f}^$w*iBVaI7TG$<UTv;_AWnY<WneQv=Zbo|~paM^L8a+wv_B
zw^K4zixKJ0euu~FD-YXGUM=ZsUu72d=^xK$6%AcvG!P<n-jztb`33t(_i0G^H*dGR
zLz3wa$&k$LTZ<5LjBmlG%xU^?U#4QhkoJE@g%k7#Cp?a)JdgXW1d5W=7fnb|+vSLr
zjM-MU_ZXb5Y(~|NY+6*7gPkc*+gE$yan=S7f~tPDK7{g8dc>}!jIG$KhNPQ}-JR*g
zZ|t-P^RSFY$r4ek+)fYQ!{QyhHDIeAvQyh=6J#g(?85@FFcx#6_E`!}_hCd^60f;K
zg8B@r^bGdb$u!T`dfEb%Uuq|OE1@Gbw8GvqCp%S1*b?6{(q-myx5{tjVSS^}TE+W_
zEvB{T6XO$L1&hAQl$oIRp#83pqMay5NioKa4<HL{mkT*4KMUBy5Tpzd5+IYugzdYL
zkgZd*d;*IS$3TgzZB>Q}QViC1g@I$c3CTaS63`h(W><VkeDi(hg6UZ?0cmlO!f9D4
z!5U|AuSYDzupzTKO6eHdwW(QW#$7%k;HPBh^Uk-lT(GebnSRD3z&8EvSDcks6)L9!
zDn*}|*zJO@<;fWJoSg@@HJ1FEKgNmH2poZbwOswSzQJ1@w8DiPE}63#GG`Qh2jNy$
zZC-FBt<BC_x7^_6-lC!1{%-$3=+MToV|e)LW20zgzUnnJ9Bj<&757J3)~C*UFMtLa
zD|x8$rsEoR?&WleOg!Qud;nMf1Mja0O$N9|L{IbRk0V6<J$KS9guwon`e)sY+wLp(
z0aVl#uR)lrkUgL8QB6N3|0rSblGgD7Uvrv(I=|Ns3eDaV0^^9k^KHRP_J3Oo8?pv>
z1zO}BK6gUbEl7);+tkR6%^E$s`^r#sfN~7#sdzqs0Zu+JYF$TS<oc8I&*QCYKc3Ek
zSg-3)?*X*>I9#zCuK&oCc`@%2ZNd#~UH$fNvJmJq?cR+t)<QsTs*7Ay9gvb#ML^vu
zOs6v>$@C>&EK4Q+QA+bkHRw`%5z2&Pl|8|gasi2Sn#s1*gdO3c1Y%XS>G<HWu3nPF
z?}jQK5oTZMI~xvI+EqS<1~Q|Vd1xR-b6z2HxkqD^R?j)c0o(NP=H>E;bGPYcMfO}o
zc@~<)Z%f!IhlRv14E8hUz}(UvfcREn?ugJr5j;3xs|a^0`uCCc6Rbb<fn7<>jMB)|
zWLrid%C?oVfQ>rVxVD{G=)l4V{R+!)TL%k}(UO#E&MOy1@-TH8s&y)Ln&??WJRcRK
z(4c$=gk@@zes%h7cVD++gPVkZ_Hd?!>M@cG&IB}d2?fe+0fmjMLt|QHaB<iZg>=)G
z*FPkX5hyTH`#=1&cf$eF2D=0f+GCA@J!}~DI_SH4a|_v3^s(uFn#zi!^o!Hqn|*SM
zsigfakS1Nj7k%eze{oTnVI3kJ$xJjSe91TWEEFhh(6But)LQU2sR$03+E5OaKqN=b
z#QpAkTMD(U_=KCsXRnZ3D|%xYhf%2KAD00(^P}Q`d!T@T%&3(^4Hw}Fs3ra3kWL;=
zNYN~?tr$#(Hx#{)&El_eyoP>fbv8D{(i)#c+F6gQT_Tr;2W}jZ+S%>-MrpolK{+p5
zB^&jp-o%ds?YB+F;qG}!;$ZVCaXjTdxUntQq1@w<oak2Fc7v=#VNBrTCPMqm&26f_
z7k#G34Xw?QS$Jz!aP<N<tkS7;$K#tcgd<X)j%072bQo`<Cs)jy2&wOg9Lo=GnH#-?
zPrGRX0w(+wz~^-XR(cLQLs;Hdv+~MVNQ*oa7dZy}wtmL-OmV88R2x|9y17;*dm#xU
zHOhW`Cmshf6aa_Y6-JJ9v(rgTCjE)&`#R_D$^&~pGz25Q1p~EAxLVASeV_&YWc8jO
z-js|p%}#8>4Bk&89rVkB;7^gf`+a0V^z%3}9a#d`NnXLYQ(*s;WVjDg>COm|M!hn2
zoI9o=8mtodg#;)(KV#D`okZbj&-&tbR*H$$)}jq{aatInoDg|l<~88RZA?<lR27Ny
z^fMG&3oP?VVGp4QTS2*%7l<5^Rg;9yDF)7Na~2WlTS=P8;m7URzxW4odf2{bWcN~h
zQOP}C77CZXEEEo>-9j4J;G>PuL;=p5zuU!Jg*!Zh&<5X%`A2i+o`(Noqe<KS@P_iV
z>{lJUwzDBG?N?Pl%d3TI;Ovzn^76hc^lG<)Q`Kho5*xO5I14B=GsyP%%JUMm<px4{
zI#e$ggiu!@Dxy$JaUcEKI{%-lKbD=F{y-$bGAb%T_7^7tyuftm8Y*&!Ssiby3R)h8
z7Az!08I%^>-n|+sL;+%iX<xbR)SxnZ<evekx&(Zl>cv?_E&DAA)Nlq^>!;(^KhaR8
zMft0%*0YSpd8prilt3Jdu5JX3e0ll8T~;}BHZ)HFl%sHs%FPmKLke3od!^k70VgK;
zXVBey2vKRDp!X0ic_S>cv%CFZs0@zt8>jjtIS=P-Lb*MSKmW(!V9LfPPIN65j369K
z9@9xIWpcubH9M-eBl>BvRQ<GMc811;L#{IM=;+A;dv;$Bt9q-hcG=0D%!Iv%nMZKX
zElWg|wsfA+hR^&-by81s#7%+8r~7uCMjbup`uscHs=oJ8d@I8_pR-4!?Nbk@{!BLl
za?CFX#GpGZK17i>j{mS?z-<X4<J&oW$HPjm>u9ET4Bd3=83N&k_3D{R<L=aLWhhp#
zh)qoYmiTOb=$$2>?Xym%c;sk}IB7#ri#mDzXdDsW@0ikyU`mFIzAnoDar?jM-O6LW
zR(ufrF2fyKNR`JY=fU?{gK1AAx?gX&xDa@d4bqJRA`dPMLhnb26OY~1(+dHj!_I$5
zFsQ0X!r)fUJC2uoJmePGf6WaxtZRNETITRu^7k$@qT^$=>BbFTEVzB8G@-_61eb%=
ze2KUAAt`%2kVn&2*ZEG|{SXp&TOY^KfhCRoh7v0Wx%E_jTVPEupRwA5BfqGT=2Sal
zs3pD_pKZbInp&l?Yu7XG%#42GLJ*_mbJ5}@ndd)5zb{hq<Rz6t1&+CVkVJhT4<Uy$
z%s-?0Bqdpq$V9k%=}zLAu%9=C$sIizl2x~=jh$;1=0?{_fsnjJW050q5_M=mG8Uja
zKD^<6y;8FrY(F4Zzf|i?J)`?0Im}MlV%Q4HcvxrxqdYhu%0e}#B}qVHp%!(RiUJ3z
z%asVo56YEdipUtWuS!eSFs%;ydteif#^i~(kO&4k`O4&A`geLI4_$O?1SOJHP*3oA
zxeqY2u!M0;m1kE%shTu$F6NZctM8y6^f0Bz52eObSIQhxPcJFYhuncX>m$+~(&sFd
zV1hS?fCOoML@{EA{AQPvv1k-M8Gaedpta2v4C0ur-&=;NA5&Q@{(BAJ<TvYmXfS$F
zU}y^pnmP$aiCWPRVgi+coB(l#9p%ue2y&pdL84l&p2u9_?P%62F(kRGyYy%kwQ?F}
z?Ihv}x%^Wn8ECInlq#qOjf9U<|7M@6$}_rB9mw0^ch@osLpHi+8r~MmvtTgY`6uQu
zfAU(5_mmX4yVP8{U49AiC>#qWCz3pu$+gD`>tf}biCU(d-)mUnld`z5uJ#qa;mw&H
zD-O|$pTnwm&Yud%PSO}iF38Xt_+_{oGCyQ*Qf`hAoKF3?wBG7p;5VfMi#kDek5s)%
z40C0#ccmrLA(m#Nh{7gRxqxzGPoja{vq3$xRUM&flKRDYl0l?8S5$c)b=j(1qDnL{
zy`a%GFrBiIG?#jUxPTt*4_z-N^=+Fwf`nDnxbwLtTY2B{Jn}^@JX@))h6KV|3b9IE
zT@My@E&OUAx=AR;ER6=8OOD#?UY#d4v-;{$3u>()Mfv<NO2OAM9R_#CQ?YeyW)1m<
z)*J}-L;JS2<Lf#HU{5Q?+Hyl`rz4L+Vk~9fC}NX_2x4bU<{x@_XcCN3N~GiF)PA4@
z$TCb=-&&GA;f~ClSOqm|$S%8PjCV8?pM1i+8c(ZrCI^-7{W0>${e^@xD0NYTmam_L
zNIS_=507p-iGPS-zf$?D!=I?_vQ$1+50X~G&}}6dcrlmRF-Xw3s6nRk@KCI{JoT4n
zRxg~)>0$QOJ5xtMUH2PdPx{wWmnC>M1_-i``e$+UF}Gw90wD-F5Z(4GlYud;!di%l
zyAaE^&YSzHdC2;D5AGHQt@Ml*o+cD5`6d}YkLaoSpa0n=j;7Jk&4-6UP_0luehq1F
z20#0U-LBc|%SIKWJFRgw&hS^qaucZ>TLLvZ_?WQOhIM)`ANo5zXV;k)DTUio#;$<f
zS}5hiX9gLZE9O<pKY;lQhcwG)58D3$n!j!~l&aRZn<!o(tDdX9cfSi5FD76jFXHvj
zncJ_1E68N0u2_JQu%LmumAd(s=XrRm%?Dn9!0**<OJv;LHBFUtkG8YFJ)i4%EMaLq
zxHtyLnSWi<!eF#TppB-0uwGm3P*9zQ3t1_0%F*!dJYxP4!FTOp7UYp-93ZvldYirZ
zc$VoA!|2f^joiZd>RM}44<-;j19+({aE0|9b#|5HpWHg~uAAqzB~XzwxnjO5a6L!{
zWWWRPJd+szE)D~HWJW8XJ|-Y#Ykt6`<A$gsx|sb@pyP^U<?2MB=aB!!tNny$^_#Xy
zJ3v7&;)Yb`0oiB$WR~=4jotYLhNR&yA=TMMKzP4C5D#I=ccCe(iWlPg$%xL{C~;y5
zO4c$Fjd2%$#;uxeUqna9EA9h4N|M}KalA;$=VL7ii*ve8*T@+(62Rnc*{Aj#zgwrG
zo|&O;qIJ^+@(;%Q_eOfDc!w6%jvXQvyaUm+FT0X4y6cv<NfTrybE6V5x{?t<qMgq#
zjdzi;704-ZJPLpVm}a>~!LbCRp{CSq3<IXr%H@EMej@d4kY<P@JevypA|WT1uEA8@
ztCnV!PomPj?5=GP53eQDmUkeLG*|V_xUex46TY$Z{DL0!iPG;>%X7K>dUdxtRAvF~
zK)1&B9Fz*q`_dYBxvBE}S_;C^WLj*yks7vC1r@e%>!w;hsI?78yh*o#d_#82$`$71
z1kS^xSxl$>kL7tuxTQBk16Z@LxQi1bovuOM8*L|B&7T*DT`qxubB$ye|ChfUB6Ho|
z@9f%7AE3(!l(-zfC<Ke%$e?as<DJ`eOFzfTGYBLe2OQE71X>Ph_UG!qB=X+I6B%uG
z4uXa(f$R=`)36zDb>i91Vv^O%Ub_>=ui`XkTmBN)rM-{W12*b6p=e7yL1)^lqn`RV
zLPK(qgD2lGdAx6xhPFvab!}-I)z&S;t@(~So@Q0TdlKNZMd1-#_vw1&S+8??FyEI;
z{nXp^Dk3OeC4ON0GA8>VtKrgWFjt}Y<lOXBX=f6$df~c6*A?GF%6}rtiE?%9IjkK_
zZST>txN|Bh#nW%+<Y(*WF+GjTBkuxLj?iz}BHn%g$q6?=0)}}H-V*{Z&?7{06r-0i
z*gX40AKrNHfAZ2XO85C3fZ2JpK>rZ1r0RGvL1L_qanx*rJ&<QjWt&(whD8E**eXJf
zl`X6-^MhD79vAE^kr;g`6af`Hvj+9VD{d*2Vvd#>y&Yo5O)A~xQZ>H#nNw=t<b87A
zc<@$+5v2kZc}xb5Snwf&PxTTKH!~ydf*b>PDu=YtA4fGK8B{O1YdFKMM`8X0zCSX*
zTI(Xp%FxXCdX5JS@=!^b-q1C?u@s`gy2wYGz0Bd6JfWbPhAPGZPwBpgd2)0;LV*G3
z0{8E6gO6C&MrD|q`Coe&yK8_GO%#*@E!z*V+3MPgIWe<}wTcgD(7vD~GLBlL`kR15
zFWjQmF#J@e+`Y55Ff!6Pue2U?rHgU5z%U5n92_XeCHm4o@kH7mPPBv75CdVf2O|lO
z9GKr9X?wF}AJ{aZc*XC3VV>g=#m9dw1^O4swr0+!SQc9!+K6^Ni5@X}G}^bEP|oDr
z&ybe9Z`dG$futi(jP~}t#+IFe-e2_X$fn~-G%8{ZLYZs5$DfF(Ij_@C@@H+UPkH~7
z++_RZ?tMDR@`^{PKi=|1Yj>uuK7R4qF>60d*yTxA1B!DV;XCeWSKS6LUITfa<dcVX
z{oP^PXOH$%gxudee_>W%_=WZAwe;gc#nU!WZe))z_wZSs{5)9#zadN~GV?Ckc5B$y
z>*~LiNMqk#VEBg_pI5!*GAKL_IXvHFUWBwDw@5UkrAr2XjM%U3aUYeV{EU=C1+eS`
z#obz?j#%~dzZDVeEEl2s4-TFYG!Itx4Yeod@^EM*F*S?rMp*uUh5UtpZ)!DjB$xwY
z{OF_$4-yOnx)AnEQf9bI9WF13Sr8yrh#O-d?Z%2(oo^h}E$tif*)Y1@QubSWv>J5u
z;&tgcCB|ChH%hj&_-C~$;*44680EMn&JhsCkMFt5FuDwy8Lb86B`0;~^)%}_Pv&v9
z4ccj46ze5O_HI~3=NYyQR869kvg*Lah_aM8C6+Z9aO!n=$6(<73(hwe@v72or1MHr
zpO224wBiGGZCm1mnp<zVui<ym=--#7^|Gp7KD6wTkFwr{RF)@F8s8n?>Be6Qqeho8
zL<Y9x==+>~Q-?rY*LtrnYU)&S_RV>L0Ay-9QcFc$9AcrYFoc_LI^bbLl@gO<LlqJ@
zkr1aW9nJrS@rh%WujlbkQo+k51@99jio^Ob{qIaZkUI3}jW|$a)d0(8{_S%088P$r
zq}_LCNKx%XNmx6u!UI0-r*`ldax$)jUziGfP@hcHvYRh9al9xwVG-R3gK?2A!5(D$
zF}O7Saf;_XWchH&>9j=J_-D266=LgQ@EbGT&1xIrIy-f>XN#DUC8z5FopmVAv4>a<
zw2Xpo8l?`T-*l%#Hm5@?y{=>!$g6*m{T^_$epe(4hOYf&9@K~XyHJQ6I+_zG!BrvV
z_O+$T6i3F5aZKh4mO<^pO4dLlI=16hL}X_Z4q(2)AqgPHa}Tsf7v<djR40@H>H4H$
zO&987_|;I|yrKsd(lz5N`Kk!9g7C))BM`9b8BLcRhf`ECC3AKK@{5<kbYQVnMKU0H
zBXX|Gt$^Jusvw0rsvKcSR+}BR<S(%per8{z$*&vYt~#holCxZxVKAvcEsuB03tt2Z
zxYDoeRo(feCzDW7vma#ZddllMWEz%mLoMiM+|m}G5K9Jy2TWQ{wBBHTkK;TnPx&Cp
zmh-@8QI=r6*bPLo6x}%qB$^iJl)=K3LP;s+bwk=N7fSFE1bB`YXl1h|<4Srh!})bO
z*Ye1Qws;PVt_e~4pClGeD8TB`X%GNWb?!g_Yz|tA07RzhNCPAybA<m3Ab^{4g>!ft
z+i}Z!;x)R-d$xsn%+0k?vU1D(3MIO1d$L>I;vOeJ+{l~BtG^Q6H+}cq@hxufssj5n
z;lH&2v7pwgY@%J+g7&8<X-M0r-j3glkB+U#{{U5ncspgp)?ct?j|9}uF?w#2Jzn$h
z|5|-m80Gr20sN)UdVSXGh!LR6$P_>0{ofw`^}ns+*5^8u)B9QepG^qLUe_=8%3hbf
zFK_jqwi$O%UY1Am67_Y(E`<$^@PCW;Mi6HBlmaE1q(2tx8~k;w*egEvD9#4vSbe3f
zuIvZ@x+5NEtLt|Ec0X~=+#yN`T1+psTDQ^atG<R;tYDYt5WqE|dJk6bGN{M+j1=^~
zIW`#?`n}}DaD{||`tCzpT&erVkE3j^_3i}pBBcoLm>@Na<NWgLFidJrmWFqRm6%(8
zy3b|&NvvfXb|Y+)E3D%yVshp{$^Pj&I*I+^;k-~<+SP~LhP{Nzo!lCE6udxYGU(E6
zAS|shUoe@yJmxGO6-yss;Tt+>m^|aYHV{_N!?EHz6v8ye6?x-D-S0F~0T+<&01nn7
z98DpX*83c$jUK{w)C^((IHO+I*4Fm#sDqZ~6|LBU{lu2qtLo(vTadv(ee+jm&sB2O
zt>ohYqA@KeCpE0+-#-ilOuoW1*n<emt*%^m2r_#oPrTuH<O#)5FvTObez?eE>x%(=
zuJ0O6_(jIf6100UMQi+&Jkgu|Xt(WNdS0r<e#JL$lop9i;%%DbsDdQuSArEdsE9<$
ziZltOsX}pJEDq5yb*cuPAjY7h10LH@l(e(y_555Qc=n+rZAt{2nVcY2zqG~{vLo3q
zs`<tC(e%FewPc&<m)qI{`5Kc9#Q6|QLMi#9LL>_&d;vqp`^k}8<VZ3{;ZBG|Z&OPl
zEKFoeMjPHdCk%uI*eDZAn4s#wlVr)7OTDE%OuU#je6e|QZWNG3ZY<D8nqE%*v++Dz
zmg(#b!d9Djp-(^Uu=4G`nS_8+CmW2-YrGT#pt?54x|}{xcTv3mZRB|U!%5lClq4_u
zr;sdFO8fa^=Cba&r}xuNEmlMUCjR<dpLMm<Zpfu_YQe>eb?)Dm=eC=$A*$&#7u#<#
z81n?-efN&<gyA3G><9RWl*B){3R(ztG?4C(qRXY>lpl3)RCew}cWOO27^PLPci<rT
zV>mHMv^=>iHiP^P>aE`D%Aex?e=6be!R~n?%%x-3?zt<|3&Ij#|8(HtHle~BiP7`)
z)&QISZwpMncDz#l`&#GjmL%~5ZwnaR_38V+&cm)q+#KK^05+bW{iwt1t?gY;=B{P?
zeN6(R)L$R&#8YN8{$5;tHt;&b?zsC;e)jKp<libQsGs|>WL{ejFUnzdk0Tu~RI3+n
zJ4S%gpOyQB*|U(ubnZVJZEHX^(2iKtK103>?uBa&M$SlRV7+FtZI_24`;-%EttwCo
z>+f+ipe8gQJa;fax0^bngmGxNp!$aKXKCTbqjD7m>MD$iU#gIWvywF~JU_psk#(1M
zmd;8iRO^Du{J?bRF{K@}wAz^W<<%12s3l6Ps^B;wursJlPdMS&8&Lsvu5o}Zb{E*K
z=noMAT}WVlo%%9A?KQ&p*?J;koRyZgww-IYOdKFx=lt?K!+p@hoH{LiR_@~EYF(b-
z?Yx8GF(Zki^OLJTfJNN({;Y-b;rB9P0gC;)=X+w}Ly=A%C$sPTKZ$XGw6{iUyvM<;
zet4f&>su?-1_)xvC-G7G$#tQ8=ty$x^=>x{CCKb@mvG{DaD={=AV|p)mw>vm-`FI!
zC&F&9zpO0<N#FTQK~M|k2rGI-wZd1R{@QFK9>&n3iBX9rk69-crxi{40!BrI;fsp_
zHe!>IWK@Qw?!SPfh5|A-QA%s?zIl5-I19-C{AB0vr*@)=o~9RCUmxf6slvr`-AuP(
zO0}@YDQE0{PIWTDMB3Bee(uhrVYpgKk=+t)5=yEhFUkqiXjwK7TWX@-bd_IS`qkqZ
zFpy7O)4F*Kw?nZLOn&{Ek7BONJc&M_qoo(A6H+a*p+UFV#g+HCZ2J{FF*Do3{>M*!
zl@@;V%8|296oKKE)eBA{uRr)MnfPaz`j1LpkC{)N&`+25@Be<nRmiUShMB+hsRfkQ
z_LjV!$ny^`W8^6PU&0F5p%al{>%YWrmSm9i<#f1WClT1N-}SJe_4)5)(I}p*(Oou?
z8xL^EnXMT9CA9QE()xdHeX3(x=XLs5^Bza)p6v4J^BdS++oN~4=-77$jNVW$-LqZ{
zZM<B6NX0TJq5YS!kxo>`j~xu!#S67&1FM(fZ(UF3lT{wBOAegrmuYxn4+NW5XPn=E
zcZC5m{14#Pua&1RosL>ZvFE~3e}+x3d>`;d681fFX0?;`DA7(HUq)9vd&N~L4~V?;
zjZG&G$$^Un752Lv$Uqc4r_kw#>7=f^+~RVxV%@k@qTRY(psmx;G<@9L?0$r)gAhU`
z8@)mj3(7V|gDqm|H{Q7s7luTWAl{aV8GX3gaFW|e<yzg<h{#|u%a}BsIX14*#K5#r
zw$^PsI9#L}_T29M61H4%MWF}v<ZQw@!S*YocrHwW&sK{T>XTBgF<a`?nkBdcYcJ1Z
zR5qH9q-dNxS(yHXLHze@zp*ugO!y5)xMa1MR5A}kj10+qiu7;U53!_HvfY`cHInZ>
z${v2Gk*wblR*3Be|Jbp=NWy8!Ax(XLu&7FL|I>NUE3JETRKaQ8WT9P5^Ar+M)v#qN
zuPs_wfKId<RTR!VT~Geoh1Ws+CG)p2b9y}}VM7)4_qCT)oy(@xY}mlBQKhXq?InvF
zn^(g4zKF=vJz;zt1QO&J{DD7H?UiNI;wza_x>%`?-eZbO@D>Eh8qNKU1@b{|d~QB#
ze(s@kdb--Yv#0RkKYV%WaB-Z~RgO=<vUJ4wry<Z-sENsk1MwT3QbFQE7yh|?TY3*k
zNjSx3(_?el<fN{y%dwI)jR^$&n~{e_WBBB_B%C5mmOyGAKB1eHo51lZP+EytY`x8M
z^z)%N)?rz9s><OFHEEvE`0A~Qv$9|Wx|<9Pr;giIt2YY+?Z2%;BLoO*bzJ$ZJQ*jl
z+wc^A=L|B<%q-D=-rWufwZkDm0f8>FF8f*&uIyj<@BG=SQ*)69Yizo_bh#*3EAQTb
zK=%kzR&TOWRn+*wjg0}tr5=0W+06~Cj5EH1hvn;f2andWS^4FWWacbuV5wYIuP~qX
zM>F>xR?`g}@j-j`L|%>3NJv7uj*5B@9f%;%*x=U)<gAX3TNt2^xte9Bx^|N7<&EU}
zE7f1xP7mCk&d%i7>_wVw8r@2D=KICOA$=U|XJ_*dLZrpbhYEdTz}WgaW?xBb^Qt#U
zx+&;XOuDIOS<x0c80;R~%vhW~GL(Deo}O5&@p}4)WX6oVn>1s#sA&?rY*gbe67S9S
zwcWPY92PXHbfR})=?9+LIwgTo{&nrS@_P#sRZvgGMAjc>HAoqW8}CgZ1nvj9$nOf(
zgXAWrZz?mJmnYj2-RIsI8H<KnX`)aU#w=Ld_hR5A?Cy<gQG5`2&n^Injki!RJ;>1?
zow2merRq?o!o`t?KvUq@aq-gwLpzncyg*I!KJbAJHa+N)K+m@B`7|i<>hVIKg&Q7t
zIB^r7K+wDU3|Jh{dQUQ1uI;i@d%M%@-9q(K6rsCmJTf77K0?9v!2zupHN%X7qX=lP
z^5M9tZx7bIHyEn^D1M;+YNdvN$1b%%8)&o%m0yQTAL~dzvr2H*j4rC8O724}P_*(g
z3i0pAi3TEO_R>vwY8|%;*`WPWyfU-}9(xe;3VLt}kOY$s4&3MDAMa!?(k-4ij}2g&
z#cSCVgX<9q$^?id7xY`^E72AQq%sYgP~HKWA+BJE0Q#wU`|M)2x4!C8_;Ob<7#;xu
z(j~=!-_LN@oAyT;i61uo$c_9@^PoML^9$%b-%OqIo}Mgzje6-&ulxK`wVLu)N3f~v
zXneOJJ2xpPE0eqG@!G0q?1qajT1@=khqD%~SCxw?2A%h6kRIaVQ1hf2aEir`GYbkO
zQUM*lRHnq*gn*UT9M6@fs#-SGh#2jdD+xx2{%56xUstN?tLyzlvi)gXp@X^tlZ3a|
zrE)wzXTI<IGqK(`K5`F(`ux+Snq6_Jhpc}u5kjJa{>b>7%i6D8<zF8GJP>rJ!>VD(
z;F7@}#m^t0$<*^Q%58tPeNou?3Az03=-c)#64UD#u(|cv-5EwM+iRA0lI`&syZC0)
z{v8QOmt+iQYJf51YNVQAp{7BnOGi%E*&w6+qVB?kJvA%>CJTGN+`VhmId!QE`LeaN
zFnZzJC4uC`N(xfow#JoaRe6hPslf%%olDBNIS4_buN$$sjh|<pu%18XdtH^FT%J~x
ze*{M0IM5RgQ){#A1;jfXxCBtIc((RmsY}PiJ{&tj_^^Ks6}v^vFuSUMFWm9Ctb`dh
zI5DjrHuKYwkQp8XtKTba5m^DW_V@L@r1(q6%7bI#igvrQDw~%qA&-QMo`B@BkffOS
zTc4U=e18PL^@ZThSGQL<*BEd)AJa^ux`h01f9*Cz>(Dcwe~UJhCvwoq0{Yn9EgqLX
z48sg^D`;+pUiN-5<hz=J$jt?syyQyDeY;n|`3xv<R!L)ZtkVe!gAx_SMDb|o)uMoR
zX;)r+3NMMa!)}<8DRe+R$mi6-(AC<c`xCu@vJJw&-43fi5e!J6Tg=|hbls}dW_zG*
za$Cz7jKd+aaAXDTVF2<TmiRt?wOS9IvpDw(CeD0tZyYf^Tqv2|G+8E}FdZ9cz9R>)
z2KSZ9jMa9&WrvSz?krb>`kq<hUM}h5ilDW$CHE6Nty=T?jk~D#uPX9i5cC;gN|s4s
z{wS{eVTTF_(c)^s@acIx(&<z|Is2$}kh&HM^u0lO(2BYmSf#%&J`xOgi>H~lZVz2Y
z3)L5u(8xa~w^;%YEiVv^Ln~iVy&3bS@+}`NpM4TtJ}g@xF1h4`CCAOT;G=wc7&aP#
zHt}6Z5NL0dstU@7KQPps&**dwLzB+*XklB`rhIab6ZBP0&(q0&Vsews)jk3k0bmGN
zU*%mL{{{GYj9_S|9>E%gpnM8^HlM;_24;r&fJ1-|0u6lm7fpRgJf3|L%2skIh>pgx
zt7*bVi3*!)#P`HkGfZCR)fo_BoL<8a1-C7xql#s^R~!+|MPoP~N3`T;oY@MV=i{b)
zg;Fs<K|#BFFsrFWFkaW?&yT%$VE~#C)Z4Bqw%u-U^F92r78C!sSr8{>0oFpfW{Y|x
z?{hFRK5xDxI`n=qS1uJWk^i|aT}{L-YqxR<?!QhGLgD$Rc&&V<zfXKGB_GbljSEbT
zICJi~wv^Qk8>9Qg!qtP*qMsxmKjUk6L|^eD_itNRIBnURe#=_G@?_(_XkqDI&>mSJ
z=F}$SkA{hEG&^G*#A<j8%H0GBw&3FVYc-y#@;#o`Rcj0ZpaQg^_&?%X!ICP=ZEILR
zlA0u&O%KY7Z~P7z+i$N8sH*WgPK>5I9bC($b<pnqXP{5B*L-<e)mA|>rK<&TU@Bc+
z>q5dN?~EK$U^?D{Bz0X-+{Nuscs{@4gjU{5EI5IAF=MO5GO9~19vGvb{Ko*{?5J@P
z(50>CS<Yw?cGEA}#$6ulSzQh}dETn5-d(=0r%7JtlihBQ<Ed^QHXu%I6#m<CvG9R0
zO!ct8kZ>>exb=eTbs2Jv(#V%aeY@CJi#R}Uo)kHsTU^<HUESL2H0~b$pv=(7IxNRC
za|B!fP?{Lkl#2Po!iMaEzEZZqCndJsjd!>lZdo!PV#m)wmmeA18|7S9uF}Roe)TJ7
zC^-7Eo>3vdUH1p)p9S>!`VKMha=ypY?ZV%BL02c=fT3V#sBiN3xF&Pz-6LL`G^f`I
zq%P&s$vc!Ak3HU8H*sQX-uno`6|Xw-{x9{1jIjg8AFpJJ{ye|Myx+{t-1B{?*o(dc
zUY})qaSPnINyzy0ii$oiRA!49^&qkWwkmC=AQP*&wKWhz`=4%r#u$@iKFBik&20Hu
zNlskr=4qX;us_{L5>azeYrPtR_q)3^%*?;m!2do0+|x=)#tP;6X(v*NtfqY@q+Wf_
z3Oyd7CNApNbpx4G(7HJex)JZq8muyyh#;RtH>sCV&%{Y`@i7BX14?-{ugk;?HU@M2
z0n|DUSEj2EBZ%~m>m_bGMcS{1*1EW`aIy=9aeDRnTJ>+J<ovJl`owN;=hHB9sK%(M
z>E+(=FJ+%R?v}tq;<8x}eAeaWk>9tlgD!vsIsPMq5_WLwE=Z(04*!unqv<=`%g&Hx
zH}`#Z)#+O{>m2FTmwTuId{o<4%|-<f^S(kvJ20m#xEKyUp8Tk6e$I%ZzC?g_hHo`}
zp6vBaS#T8fpfTBBR}gBAI|svQBREaE)LIvsRUc%B*n!!ut^T@Ra)0vDt`i;o?l1Lb
z5^2mp2(n}Vd5Sj@n*CyXos0X(xGnQ#R_|7u6al>}r0{!VlWec6K5=dxt)j>E{bt~>
z!0`9U297cyLCOG2MXSc0e_b9B--$-N{0RX2E{P{9Mn(!XqodO=&udB)lw$7*kU%4n
zjVrW-<xM{A<g{PF_38|X<VPjTr5BE$B8Rlq)XG%MWFm(EMDh9XYG{)<mt#|DXo<dP
z3OGH=80~4kJljrQ*{-@udOsY#qLWW7@7<P^Y(`q{<D=u>OM?49>Mu|&s=<2Ur!(A2
ztR7QqaVXSw(aFwt`H&~&&~q>`-{tg-(SYx4Qv>0%Qe3@}9qYwkC2~DgrQ93&BB$M5
zL)qR?c9Uj<xZZ1pL<7!}Va9tk>3>~gDEJH|GmAtvlR>mMeFhB&)d&}ti<v{JGPTQl
z=Ag07#vp<{p6VQNZ%sq(nj-O?(xM`DV`GuO2gi7J1lakvlzQYmS6AqaDe1Qt$vtBi
zXz00dnVIF=nSaJ>FJSNpU_j)OJkIztl)x|0<>{FI@{uY!xww6vLpF(kevBDU{csG&
z9l!kgvulN>?c&+l({f!JK0r8y>4S8Q8RB#$Nzq?2r=ks2ThQ*DA2VMsWwW@@6D*Kv
zfw)e6@yK_-lR}<1=de}V5_j;Gw);3{GJ3MwhD99r)$IH|)KJVLf#QY)o9Ti~?7?LG
zvO%-0{j<#B#AUH<7@y}*_c`Bo3LZDBK{v(WX2N8L=@e2~n!e-cCgAB)igNQeKAjQz
z7(B~R?3aYA&$AZy_siY|zp(^0PVXR^Z&o<2=8QN7jhWvA!v$rj|Bt(5uARc7rr&0f
z)9yAY0tF#dc9)~U*j6v3?Sdb}LLoMpk32JE@hL6|)x=Q+^wYu-_;CH(-Jksst8o_*
zltL9i)3ciixK$c*hgT&l^9C(k`uD$bFzVVbEK4~xV&bj;S^xdd5PeoYA0BtPZ9bJP
zR9<COGov|fm#*LM&?_5%Obw5K1_f>sI%l2qb7lXoug+G%yn>1UEPXP=C7`=KPS1hm
zc!&?Y$2=TO8^ko1oN?e-Zp0*JRr+aHc4Yj4=+D?6&91PBw^^AjFV78E=_fjcVDffW
zBw+Ra$5MfgYP5z^xcl>pVs&D`xtMiY%^nTMFY`P!0!k(8pC(xy+{!;h;E|WaGvY%C
z+J0>XUpqD%0ZaH{Q=_FrS<zbo=v7_G7txZBEfivMEz(8EiAsMM^4PJL^Eq{-s>}ur
zL-r!({v9t9I()$8UH;QwK;K@Va@S;$!sGrO%X3pWS>{9T<{Lqc_17UwMh?Xe;}_k3
zPA4xa+(8Jh(_JZZz;YYda;9+k@2K}EA_OE4ta`_4+U;)CFY9=o^EFw5&VA89U38k&
zs)~y2x?ej{|5i`Q|EecQUrOf3M4fuX4Dc_3{Af<M_(ou<s5e88I(8lmOhgJBpE{R+
z45A!7C@KZsGLomt`1<#(JONLtb>^|>5#}~2?;j7>Qo`F=(erzR?JHN616q~j)!dMK
ze|YMt<A<m4X~6q=_0j5ZSyJhws!aywb*v5@8v$w8PEee=J)WcZXGR23;8>yS9$6w+
z^qOTKkO={sm#oEPn+9wk^6F&s`vOwF(q&jp1EAKmiuVUenqtk0s^DdHLv3yCib5*w
z2J2UaED#6Wm`ey9jYGbi9INK9Zsk~v^TmU^TYxeP3OL?=jn8oV5})DyZ21@V?!|J7
z!;I<My+%5q5v#c<6(qbE8p-p!w^~j467sw)QljpWRP=0eEcr;|P|7g0>^(MLl|Xx$
za`feV&lg2dHD=n}(!SQKUrRY9W0h^puiQS3QC6(xGG~hCJqx>f0`mgDedWG&<&FV+
zzqstoG*!s#T{ZC7y^xQh9WJhoo;ql~T!69E9A`WlC%MBg|8MvwI9qhVvDby^et8|V
z=vX>XP_$WdwY*qB&5{n2_(o8D1CWlJ{s_WZCBv2m(@zZ}b@ootA25yokqSJ(3Zd>a
zR?a*u+4W-3H*UYzb>4?f9tK1UZ~_7M2#elLR^VY?N3+Z$7!J_;61)G>7ik1R%f;^}
z1I>GCNn*eNu+i)O9l915dk(yh16wFVTONS%yA{45fCBfeI_aS5J@voOXNUEz5B$Ji
z`9cSdqB%e*oKi1j?hs$u$yt1zjdo#Gm;oMEaoM%PFA(CYDi?sJl=SBtyVolb*yPRW
z0+6unxK)d>yfCDgzVe@G=v7gDxEkr@xja5kFRrki8Y=qa_~OEtz(T$73iFhJBRIxm
z(i;|!%u$A|+VG6uO6%D?kgIJ&w>QHDEb16L!1I9i43S$@9d^RTN-C_U>Sn`$7~RKf
zE0|L4%l)NJ(=y<o{Kp9ptYI}PeKorr!$gddGz;z`gX&lZLBo0V$7#m8Oiq>gGDC_g
zal>o1z^swUFjJ4SD+Jg3;^teF^&H~Ts_xJ#6?G`+Ws0vP<cV)Tx4{QO9F4q#oj$Cz
zO+<chuHzykivCd0MPINyUF+Bw_r-;_dtJ#xM62Ki;28e8?ps0zxapt2wyfy3E31`=
zCdv`z2c5JiRq>Vrv|E<!{J4?!OypEzVRdIoBdl4&km??F>|*>9{US67^fOrzaH9;4
zW#oM}_7&C-XP{yoC;bYXrdt*NcF@OA{;V8LhhP%&-EI97Z)*MzB<RwbDa6=AQ|!;+
z!IMh{h;HA1>n3bFU9c=Ju~aBuEV?LYbkY;5CnY08ltTcuX#-Jbh_v~`eRpyX_lC^L
z(U9{vhltij944O@z)Wa|Lw$M^KYJ28dt*{nHmg3@dRbUrRsG2U-;%S`2q~zp<%>zl
z$5bw<BIJfwwB**Y=hhiMw4qq6F=10odu57VFYBVh(n)RUhW+Jjp6yC;^N|48`^gu*
zTnU)WWe7p}S6y%!2*W1{r4|m)hW?8;z)faq8Qd)@E8F!w1Kt4r8pr<9G1>l9(DuVQ
z|0B+zX^r{HlA_yP{8ckRbpnygST7qZ>%ofq>J(X|j@c{2>BArH;0Suc>;<SVP?md>
zL(KMw<jky12D#)y(_+asEyC4JVuymRZri#2q$A+Ue84syG}v`!1aaco!6B$>o+*^f
zF5n&hIHv0pT{UIb+^%f_kPm!2vpMZ+AAb+8x^q!DwW{K%y>s)bEg|=BUttsfs#6Py
z97~_-QnkaAjn!iKYN-9YC<>P83%ZtDkCkfKs%V}6bq?IZ$uR5OEce+xPxo!+kJNNO
zIy63?|EvqCRn|cOiM<*Tm+F+GfiT?cjTEF9@J7njG5{I>fW@6NAopV*Jxbnye*NBO
zh&lUSxN?|}N4XdH|ET&3uqf6y-bJi~3MNXcgft>0jUXV>-Jx_WD6w=&DIL<?unR1`
zbST}m)Di;HCEakp#dH4m-g(ZWK1bQv`Qm+lH8b%^1E=P#?G~H>76?)7ck0$5c{g6m
z=H?dtEu0VjpTha$XWuiKJ7lv%i71&UD(JK_e4gQ8Y3$-eYi|z+fO0eIH{~?4Z7NcM
zlVI1}J?~MX!Gxua4W7vuqi!Y01ahdevbI~dN?C9a-aH1?GVc5^?&6UDZ|NMmyIWR$
z7W#$$U{kr$9SIPtIS09+bm-uQ0{mzGcTipCRwc@%Vx^;)$7HdK1spFGj{37^#}5Q2
zGnZ)N3u3sn+}(Z=`<vsW_+jhC!EJwXjKW7vrIG^8g+tp&anyub-{tNRIswuFBqjds
zTQ&BBj=!tJ^87WnXr>S6(W$7b2Qk;$dS40$e^1qSXWLpaGCCe!Z5f{?N1H)bU5jlU
z$eK#|R(e<BP{QmTykfhlCQ?JA+isdJ|78K1NXP)rx1~gk73{Y0Wr{D9al4hCdvwIz
zvXpf7q2J+Rs&xy26W5T%rE|)q&NlEoLTwoeW9#L~(@cOT%BtrtyC^7`Z2(tUep?>G
z%0<{i$evzM1HmOQ3eRMKG0=2mF&Nz$(I@DM{wcE#3WShq`!{mLypveCl2%Eb<^t{R
z_xAPo8&Ocu0#jVIq;VlBB$F<Ro|YPaN(*X@^16&7`ac8i%E94wwr0G!Y~^0vy+r%>
zRN&Vo9GZyS%%Odts8LDy)hcTMwT|4;q7rDiG}ZjV*XD}Z4L=5p-IfF|Z{vK;0e*lE
z2&~lOufCI<M5^eYx0pp@k;9|*RhI7~i(#nBU*!|^szIr~FcigQ(L{lwX)Z}J_xWD#
zi-(vhuz!BrR)CH49U#Cj{6Ox(9v&rg{0iw@f}?N()eU*6@6xJ0#Hp?BoVqX)WfJiB
zlh0l_xpY>IEXqTF#iZqFAAH&$A9oTJ9jmf%27mq9SxX&z-D4Jn+5#_hku~LSc92Bo
zK<Ibvay_Wcbl$9u3CP2q=<+yI1Gso+A#kXMo06JiGNT^$(~Zf^3IQ0J-zy1XPIhU<
z7xOuK7KF)6IFLTsF(%dyf8zYSoc{clFR32ELz`Cg<xu7droBh-uFbHK>D|m9!8sPR
z%7!Aj`%3wi97b&7<qyYs$hcoToUDrc*c*km*xVKPm*II(MMkNv1|6VQ(v_VbQmm#_
z5Q2%jVJI5%eat`};EPaU`T}+2%+_GF#R-GzV^f7UuxKc@k{X8~EWny8(Ik`_>PGS9
zn->sMmW&x-ud->jS@U}oA>zxIH~()deDck|*mV3MDogsaWcZiH&~gjG4CUm<%axBu
z;N|5yxNP^?9fiwjq@QGXE^l3b0alk7TYTR8qD9)~r1Y7%ezO{$Pj3wcLf*&Uvg|yS
zrbg-1i;JI8<I#;`iyTknkfprDdX$PjO>Cq|rwM%}l(`(LQ3dArk-qdw_}Rac+h<P(
zsNU)(w7(eb^FA<SXkv_V_cu#HG}DidfR{r&+?tJo6~qjZ_PN|SC(zX8$pza>Q6#ti
zn_EC+A${EzoB_<$7T!9}uIUApPJ!4pjgy(F>~y@0b~-;o68(=^LLeV{EI3UsiCtI$
z*w)V_=(!!F7)Bm0AA~TEczU%Ol*MtFz4gUwF*H40k`fii+?D}s;)g^ahXgCDM8~(-
zJ~PI<yNE7bM&vZ5l?`Zoi>61F0%{{0`yzNN@6O!Fa;K4GkrXK6kkTdw^o)Z4Bz5-B
zOeH@}y8SG}a3)2g2dE}2A_d1;f8zjs?NOr&lcsh~hBv5c7-Y51Jrz*QAdtY{{&XgE
zMU#rPRgx&}zbGIR1BR_(Y$li=0&!}{2V!^DHQ80TWBR4ij+^orYn_!Y+3_F#0^rXG
zl(zqll*hy|<jA9)7L)UutQ$p~SBc9^JKwn0St66%Kj*{EPqA#lyGWh>Npxn-gpxX=
z3nyUX8YOY-#CN%saG(2?bGzluguZw6>25CfdGTmMh4VYiB)F<YAG;ty<H>IUsx9?c
z2>?Bv%b&o1?PFT7Rj{E8n_y;G{S|w7N8@HjI?dHG9XkYx_hguKCnh2>NQTR0{xq;c
zAFs4#mq;Q!`#69ZW2qb|+uy&>i~$)dNY5RBc_F)y`0lh$W|GvA>Cp@Xk{Ak>ckQU6
zZ2rKt$G7``HU584kK*2kGLzF7sUV7ov2Bg!A|7zD$x|-I0p!P%3LMu(uweJw+zrzo
zql|{Pzp}k#1?7urmhw8Sz()^j{p@n$og3!A_a1euGMLeo^Vczg7WGtVdSjnN<W4t+
z_Iq#{c}UQwBsnvTl6CwgxmWnYq)oFW=X80ckf#%oqy<B(o0h}dz5d^$?x#CGo?l(%
zl8K7E@fqxPZ)$s~H=Rzg^=grKbect9^VUwzGvIMR;njl}F!@4@Siww)pwh1K?W9X5
zTb0=qZLHM9A^xwmb%5};=bd+dN8G|n%Ksi70?f|@6iQe~;bV{Sp^o{5Ia=l;n}b&8
zrBZ(QsvTw==3Q-`aW6R)=fn)@dB%<OJ_2lj8SU-|;32asM;=?f#K`hl!bWsyk-g~(
zx~UzfNm+L8sb;v3K%as)BH-7Nc!-fw;((XDSUqF*6CHXZYA}ov;FjGue(`%o;{QXr
z4VBzlD)}Q*lX)R3kIX#S#B5kPMz{zQUIfI>YJffcDVm5wfz#&uidR{9#*Y;a;&=zg
zY*e-F7&FspPnV1p&?+E_B3QD=?ku;xgCn6@g86wNXbP)Vj@EjmWmQwDzOztXw@eP{
zp}KqXKUgPzj}rp9saZQSaT{`%Mk-ub%x@{7t?gzyC3cMXdlDlU?PZD!s?GAKa_ds%
z<I73=7FYK{y&HyCwE&hGFBa0)7b8zZ%x0bPQGe}v_Vp@VgNKV>A${mBnt<?iukRKV
z88sERG=oO2(<_Z@eOkq?jtgtY(z>^ea{ARa>{nfR<WSN#R>}b*ZqK-?>6?Hbod826
zbc>?sfMP&q*{l{({gLb6UY_vlooN1)gF9mC#31_q9Hre}Go{_)od|=nKeZMq$d_x*
zFIWlN8FP!zdI^s6)euULUh-V)qjNzqxu{90-0>&RpHxOrNhGbXRAn@kmzKWA9r(yw
zO9rmhHkj@q-rhFyChpQY7THKh`1G?nbs<-E6+Zt7ts`QU1=4|7>oOaSOqYt0(U*SK
z@%fz_rN5$#cL#3S%L)JUD-S%kSC9i{k+sm(&V^OR8cf%xbyIr<7&v*v)HG@g5XB`A
zA_bpMF43+Nzkc~9g2s@94ELp$d$r|Q1Yn?UCw_)iC&9V?{>4OOiwSCsM%}RyEQm;w
zIdJhFifA;4$y^k!Mt$yE5)`SNVWezW7-tZ1SV2+xb+fLv+s(~9fx-XS=7QKkvt)Tr
z5vvJ+?2CGO*GHO9;)HT^=FexdzF_7=QEsv}Gx_4@deYg8UrU?ln#0nE7QSd2cMfC%
zEEOy5@&@!z?6LF}Yx8MTNdxipncq)1Fm+7!RjmzCpM&l!1q2>WwGT`>?-d!>Z^W@{
z;Lhng*=|gIoF8`OamdgZNf4Y^qJ436G9X=LFngD}SqzwuwQsGK$(C7?SgOP~$z9%t
zv%mUKPKfVbqKLr&dq9xy_#62tlA-GPW$~Is(E-zn{Gq}-ZkFjxYxhXb?z2QKR#P$Y
zFF53`Yl@lKt*adj*pC%r**aQu2DW<g>Wm)}>w1FPC-3MO<aS7bT>aK+$qD|Kw@)uH
zn<SAIeZ3Sh|Hd`=Qwj>+#G}ZDs-&sMD=KqGhmA_gA7X;ZB2y1v*L?zQ!>Ogn_b0tM
zb2%28<T)<yIojsU$YrCfIMpL9I>QII0Eru%vDB%0X!>pS3wX%Y<>7?n(e=U_jX<J|
zpwbqgl(k{*Qp}+I@yh^m9G;FAa6Rd#wr&w$_S7_@@91I8VoJ6eLkiZHiiMp0HoKI&
z5`Lf5J80grO3u3dA~_#Y+rLu$crRNUB@qs^b|-_6-=ugB=DKu~FQk@nXKnktK4?F}
zvgO4E44)ew#Hp{R1DF0l)l|sf`L*)1Q7B4!m<c72&cNJDP<^Ws@<UcSNSA=`PeGFF
zzRINvmhvDxB7MG4v#dTtI2PA2jRhjb*fz}8ThL#=?#ICwVx9>;T}bya5m73({?8u1
zVL~3A;y|aI<W{+&mzqb0QDERm1%&j)@P~5lEx(rt=6s0-w}@HFfrk`fS&c=DWyA=A
z;SLP82DqwQukJZ30cqf}J$R)G4W68lFRQI?Ju$adtc2PWK`*(?7tC8sgN*Cvf63iV
z)$?NyfkRuAj=Ot+OPvREqJUKW(N^ST#O00<MJepy&DqJ^=8|B+nSVjT>!GFBAIvXi
z^pB4eDOQme&f25<<V|nK1A`&INavdZt<;hKkSga|g$$62^f)?WQ4*J6eHB9**l#Hj
zSkIKaG|je}YMJkatle@iDGXuMOPqyzY}NlLIs`aH9xo5(DC+Y87*^}=hy5MLh>Z$Y
zfAApTGB?|4Y5*NQ3jfTVFr)bcbOv>kXB&aT39LonJ}bXumIPctLuY5?MyVm@S^l(A
z+Q?(8fqs7tiEsv9_4FOK?}9EKz7+}vMKMAC08Smh2C@Kd`ZmW)`g*k5yEkNe(K$nx
zjpvoSVmnlE2AT?VBp@i+rD&ni^V>@9Q)XRe<v?ZTIQz_gQRJ@fK=L80?_U^IE1trd
zV~D`p8+VSk%Se;Kx*}c&T3H$1wCU+MOFz$#XRh-fH9GMhoFO73;`D423YE22N9^6U
zqTEnR??ri@V-;kA_cpgx@;KC$J*_1aKI|<nYJDWR?fd(HgZ5SU+#_(QuTy}`;M4~%
zCJWEV{XV+ytb4X%FzJNRwL3~UEp(+Pg3K}L)QHm2_0!WnF}O@o*?Ru-pm=vjw=Vnm
zSPT#l0LVOM1{Cx;iu6LKG-}jUyJkLI@>;6uZupk|D-Jg)qfYZiy>~#F#1=@WnaI8E
zhtUXNzBPH%26f1)x=leqolG5lLXHQNy{c#lBP`}J=vB~}*j1S;^VDbZDSyGj&!bQ;
zd)bq&esLqq!xVVgVKAh!rG~VbmA^RAGb;YIrpu+(4}nboKkkwE=(ca^Y{19b<6dc=
zPZjS6UsT&pql`>F*oJ`^cl_F2Bz?p2m>+#iQhM0R#n2(sKeNn!-Rt-uxi*(#l0yVn
zaqe;$ZJHmN=r;>egT_=A7j8Yr4K<!yz$NB*mClfkU5pR@U5us6S+jIKd|nX^CSk!h
zyAxQIB&WvU+|lz`HTMZUQ~to9EOL0K*ZnUeT@v0|2p%S}vcyUk*!0JbACtNl{+4Qg
zz8m#+MEvY&Rlyc44d6*zFH&_TM&u!wDbU+a0Qf=2u{%3z>F9Aiw$%`pNc{B8q7$_8
z5L?V<;ALoU_zk{R{kP&41`LnNSbx6Y4YS)EITQ5<86P!~^>Ud4AvJCxr$K14xH*$E
z9FQMM(N<0_Coa+acnNmf!Uh2lnh75S_Rfq-v1=$JO<mq!b<1Pp9-dDrO!1qJlW_#!
zNwCSvp@r+gzG+9tyO%t~9&TwhaG6`=ZlbC(q;RY5SQD@^4;tnuOsBf;5l26s@(D%T
z?SarxpTx!k;Oi?Pxfj<Nfn3X$y$Dlg1XpW&fBO1$4|3~K)n~GMA4E0Dh$CYFDE9Wm
zSP9D7yU$S^uWv@t@$yQ9oF7djJ-M1<b;%C?G(;9_bYGG|p~qDVajaEy!Hd{wF#-r{
zy5_{?Z2y45wExH0rRNV~fK*N5W`C(7s)q39)iRq9RV;jZ&|9F=KShamT?DIzoYvqF
z3$RQ7^vk3dU>>*}RKeny=igVJ<SDiO;%r3_*U&@hD)=jx%G1vE{1*OjshI1oivfpn
z)U3;*n6^C%t!05x`gDn=r<80-41+fR6FySh$4lozb##g)H0>#dz2#$%kMBI-pyF*_
zQiB}F^7{p^luy@WB~N_vWF{Kfw{vhYU5?`iN`IXF%+2)lQUvQ0C2#acVB{zM3Z^qr
zpVlmq_mr#6qrs?K8P8?icRkP?tbPUZ1rQ!jU^Fc~V~|8ihSOyJ?l7AbR(F4V+m{`B
zY-O95CgUfGc!=i{7<~0<Ab6uDeWLrh-W{UZ%UA)VN-cv@*y~2N$xf6Pacr_BU?(?k
zMQibCT{wKm$EG?0ZT;_K7ij`70-bm7=K%XhwQ&g~#lDK^>i*B;k3R+Y4`vs6RF)&C
z42`MjtxN_t7w5C+fEWK2>n-^QeWK_5k=s}lp&7(+)%8D9W+x{P=qf|Hz<UV0^2QxJ
z1KF2Yd4WYCw*DPv_X7fSp>PFKtXDOWH5&ikG7%Pie;wEGKEW(t^xzPRNF+z<xEYt!
zjcTR!JL1|-&ZkEv#}A*A;G~e`P1Na5J8vgD?dl@?mPms|*SWQH@&#)PHG26Sy!z#N
z7zY|_NrkKycz}8LY-#X(oT=j*xxES|XNRM0<7?=c#mb5UILT{qtl><cJ~R1DB5t;e
z?e#xDJjW~sDvDw?iVYA{xm8tX@ohM}1U^278s!$zNlq(-e_K%egk$T&vyFq!-PONv
z$UBH)(mD71z|(ytq`rRYuUK`Q0%ZMxgrYcB=(|qyRJnI2@99gStsh)>+sV(4avuSC
zJG9v%oZ*E!<@R-x!#?(Td{_rz<4=Dah{xyWUHFD?gXP42e^t?c=3@)M{M3Rq1`r^y
z>1*n;1~4l^j(!U{_@wf7d-onGBcU8d92l%{1NM7K<>>J8r!q$9LXOPlCCva*0cHyK
zk&|h=SiVlZtOy8rt!Jk1CQm1Puw{gtP0W^6?*^!<EX`k3=-@_t3<`d*540DzKM2%b
zz@~PG>s^SGl*L>B0a7o!QIvRiX|~y(di1DURhpb4&AhD$4;ah@25h?3FK^p2no9aJ
zK6WshL1a{7`l6A+X)DtXzQgeZTS9MM7rAtRG1EQK?M)F4;75<?qZ!o2gNK$zi+Gw_
zfen2Flu<o<|M2j%(vO+qirE#QgoA&VLILt!#NT6c-o$>ZG8m2~pt7{M-J$66R<oR9
zAb!)Lzkpu{J#qsCsyS@GD*p7ltfs(NX#dDcQh{Y};Sw~|W3M6&I)`3Ln{()lsL>&N
zDUtPsjz@-#P{%WYYa*Vo#hX{pfPt*&w*o5%#tEws*j$%Zfpq7b4+=<v|8t6-q?guc
zAZtn_DDs(=7CaoZotJ5`WfbIQrbr-jwKdl9=cT`GYLAn-Xjxl6*e2-A%oq#yE3@s)
z6USgX@mbfeQ3)pM@@j;N`LKsOH{yWh%ptn&Xb)*C4n!tM0ws1xZ(J1)8h5ftmU?9>
zysei$2e$Yr!rXu}es^h(K}mO-Ha;jj3g>K$;^MGqp_c+t%ARz16VT`ptfYFr6~eL`
zWc3G!2SSQ6nXz!)>#1MPY`3?L-~}gu`~(!}&gX2Cue_o_T(oek1q_teKHBW0N8xPU
zr;MJSSykjIZS^F)k-Hr$GKy%?5%V<Vz7zNM#EO`IGT%uiTo(=LPg!EkZy^@B!!tXL
zwIZ=RJuVt3Z-#Zx(Hts3kpadF!1bXp)qD#MBQEhvEvC&Bt6)f#6NIA;R{v}GDXUob
zZFm3*;#k!m)7Gl?2jr_(v)YSe94jb2{%oN_I9HBBxK_~@H9AFMu=KfIJO-{cG>%m!
zp<CG=?$!@=<)G=Mn~*9Y%QdC^Kj+%vrHG*3hnNy8cc0={52|^v)a!3K#o-N(Y#SMU
zswx#X`#dc$c#v|qU=l&Z=4NagIQ7#&!QUqA;VYh-JhMs8MysuYbwf)}mh@rk+h%9S
z_xaBc|7K58ZfM!cClyrBNKCpOD8))W<hbHN)!f3vei2vXv|q__ypkUgbh&yVFN#1i
z#oD1t3}1HS)KNF8f#WK%vYJxCI<Ms3h973HO}|rFmm;*?V4z{w;SO0i94KCQI;E9`
zT{6IEr=T>eVMwE{SvSTfb4flWdvg?@>y>o%Sw-0&cU5sbcT+)Z!F^vjo{>Ao2S959
zI>4I2<jO-7ayhtMe8*lK|DP{jdguEkKEOH}533QTlN&1EIZ`F}|K$P33rK>cGg<rP
zy@PUiYO1_y7jZ#7->3ZN>wFdWgbp27y!M>*yYXvFmv}@!C#-~am?gVy?Y26dH-bc=
z^{|CXK>t06t>?2MT{ppuF5Ns}&%ZCsv|p;dL7+@e$zNBEWdOfOvBn|4-p~H$5(7(3
zq#`!E89#nlr&I1SKN~l9j!1icek3+xW^sE(T+m4|gwMM6(go=g0R{nc45wPBz*PRN
z?8VD^(IU+y)fWULX2e3U3g5g8c6B>>-b9H0^vy6E4IPTmA@C6%S5-(&1a3*STXK@S
zX@0QE5KtuOsJS&9D@}=csKBGd9vb3jq}&lYsi3$eMo+(xTz^i>`CPQ<9^Iu^G<<hA
zw@Y_O!CG@=r!+76DB!PCq?aQPTvy;0q4zsNG=jv{AAAQoO#DYH`bs-sFM{j|811p9
z$0OjH!O^4q^2vZdh$aur25pn)_KPkqt}F&D(1xAtL%fSFP7DHcG|RLvDvax%Lx<*V
zhh)zW>)eimV*PD*>jreI6YG10bVG?Ek?$mHR)|9+!ePq!15LjXyt`BOf};iMkGChm
z-uC$PbBq|W>k)KT2>3zY=lYAYSCh7io**6ew};)BEY?fI@^?ir2QNTj)i|t;b^5iq
zxx7fw#ql>#p1>B-o&kz2w&nr>kKZ)!^j#2ajTs%Rt#f9x42vYq0n0Uf(lV0wg?gn|
zBJu3|{=2IFA3v^LUkBIPuq+xw_CBOb(aAsuQ4}f+&k>|WA`3G|%T1SoqL%~rEynMb
zC&`hM|8?sT+NB?msbadZq)7!cOsOpg6B+YZcmIFY)}zj3Fj&NCX8q2%{1RG~=C{er
z<X|NC(<uP8`U;xO?U%nDj4VfrjwtFm6AGN>$^BD=AJp9m@>3peT~sB$O)|q-{`S-o
z)o>NtiYD0D3+G)w-QLZfOB`?`Ar@DNVAQr$4ZLIu;xSwf<;{R%@K>v`w_X5O7P4FT
z`?m@An#wv$t{h0A1HvRU8lx7PZ=9r^o{zydZTf@r7nFK1M<+bY$L3gg+U*8b0hxw9
zjxr6&mXZ{l$`nu5$z36?r=kOzsK^8z@vMwIu(uP|s6^G6#F{{ZdQBN2^&Zfn{;1Sc
zo_cfzvIt(;H@sumo)5H7_tfCSgIw03z70|U5`jgvTxg{lKeu(y^t~x_xwKtH<Uoxr
zkCuPPuPV07b+)9tPoC3v%gU;6W$%RDY!oudXP@9pAi)7@pzY|etIpZlyzE|wyB0DA
z#QQ%x1;tf4@o$GjI&EBT;vV5==?@@F^e>`DHwrY+sR!)r?C-;$liiz)!Unz<eX)=f
zhnHTGO5*4r_3JNiAl?x`89Uk3%@aH?I&gykb;qNpa&DgvYj_;@yGB33@}rKB&1$6s
zMki@^*OkA@2t+8P2$R>*OOkS0Gu&+UsCA{Zx=^b6R_$?X=c-ca=2v23V#8MwM9W*m
zYnSWGw;~bP1}`Go4H~dQR%!2tZ^|mWCcuxf<RH9#%{IfW9ykK@JI+`+6jQn(uRT|U
z-~BmnrZAX;bU2B#4r0zG4vc_LC-Va!6p{JRxjfIv`9Gbw!DL?Ce6K^0%Y4~?lKAyg
znH?6Ad<vJdD*_@{`c_Hv_m_3gcgxRDyE`NAKQ;tiecqj18}5UWj`%t3jPQZSQJmgN
zIUphCEi<gGFscP=a&c_0i<U01XccJ|ZEaqGubdDt<(%~oq_(N(n3xRC3pYV%tM}7k
zmymau?uApXWu;*_kc+ShR0zaNDkd~D`C^+NJ;K#tR02>G<cFAsSso4H?E%dIu2p|-
z%6~hIujJPdrN#=zM}g*NkomJ4!Pu2oeXDbKV}NYjJw=!%0!ST^v0+c`Wvq9SAL3c!
zK!nu(XP*r&H~?V-#7IEn*3q4bmP{5GUnQW;(5to?x?!%YP%TPbrm2CA2c)^CD6Cs@
zlQCmMG{9E0<C*X;r-8v9|1EG;(%@#cDQubq1gr4Hy$kAI>$<xhUKdrX6ekke+*=oq
zUb?Z9W%4#^aEZ3IBd+^|N<y*a_N&(ti*LtsMXwy=sY-bQaT{p=9KKiR^K=k36{f~6
zy@J!z1xWY38uIr5-*}WXf&yn-vK~nto-t8zJGLp>0|JpQx8SA?$<{iUV8dLZ@Ry@C
zmFase@$u{z<JcU5N8xr*b<fBimtgK#$@cGG*WZE>hP=-23Un|uYBE1oy`H@5^z`mf
zU3mKTLyG<$ejRMYGLke;?&Xv4=8q~Z9uAe(;lFz<=_|X5V`vd*i#{Fj0i`T0ad|N@
z29+Q2G=i>uaf>_(00FGO*)&QdGRLs?KQHd9dotL^rq1)lDsv!?7A1^{h-Ri9D>mSi
zzxh`=a#9gVk(X3m8#dpxlutyyu`&9+OmN{^mX>aT&85jW8!ca_ZWS||`u#ynd|4R)
zb#f=8%A|@5jr4R|jki}vCOzwZeE8O%lG6_oYcC|mmCK4J?_+N3^r-)r1(>ZB|J@<6
z@$ItuNxIBEhE$CKK{Grf^)v1rnJ*w2yZx-WnaN^rJa_y!QBikwtwy_O(kAiok|fxS
zdxOc$!}=kUf7K*!PxAtzblwezU{DZV`*a)ib8QOf)}Nh;Ym|oiHDHIgVGIy^Yr_|v
zk%@V+9sH(@5Akw;>t*5vbSMG*141oj_80OX?dc=@ER$P*zQ>dvWj9ZSjRmc7T5?@I
z4(Rardl=n!e#T37R@?L2q;rc~mQ0YfGqwe?E3HzZ4U9k_#9|DugFxhE^z9KR3&?U@
z#skOX##6b?a9fo~)&8#`h`EudWC3hIkY%6+e$nLp!Q8XIga4Wt+z_&N?24sIk)&{J
z_-j{Cu;MM<w|?y4Gu!+zDI<5cN<4SG08yr0p5D4L8P)D5siP*<*t=7xL_YSK1AA1v
zY$dS18c4lkUg1v9v6!<5$37BQhzp~x{#=4s>>IRx=#gk~woTT0(z5H!+MzBoiM}}V
z<zq3&rBnjj#Y9DL*P`KN@A38oaQixeO#cG7;pCOzB)FyIt_pLdL&f>l4-K-{4pN{n
z{@Z*6ej2=@W24lGCEBXeTlu9j2kr!XL>Orfsz5RllRbMT4ge;243DVz*!PIUjJ2+}
z^S9rt?5DiV%x)$s1dBjY{FbgPQ_%WK+NdJRewGy4ZGT$E7KF1@f8Sym05}FNm>GiA
zUB3*l(D$z7kw^UWQ06M89Y>`F78U)R)X8-&Ut*;dOuE8!5@)MEWrFoMHf0Ao6Q7Q4
zyxts}Fm^dW`s$$7l6$kWL0I{OCZv0y-hJKW4pw~vohjhtyj)4J_H$L*xuCN>IfcFU
zrt>L(gn?UxAq_@qyi^(^p=m-F|2_ZO8w2Hs4{3Ryi^})PBUNuXvH0hZ;=d#C*Wy2L
zx{8B?Sdv#!e@mFU_Wg?XQuuOQd2C(;)aX@gr8`xGj4@3+RcyOecui7>IC=g2&Y5d{
zvhL#6JIrscO;)@vOG9DP)tgJXssaNm7#5D|$iT0=V%?TFLf4r-F`}mr&ayM=?qYJ%
zird1i*9Lo`1IyXW??9jf;&F5nC{~O+F!p!h3*1@p6aUb}9SV(XRp2)qI$WGNtxsaI
zF81nsUR49}7V<mPT$K^cvf(BnSiN(lL=(p&Vdw0^HQ2IpkLYY=BcR*zGJKwO8-;jl
zsrpUkHB3e!zl1Ggy*jSU)wpE1u3q!vtm$NY`j=|yMXkQFrQbpi^GHG*UU%Z;!8~A{
zNB9su3mTE7b%Tl<dNofRspFJwy^S7`g((HRbw-npGwHe)=Ck~YWKrWPT*pIYmWers
z$gcAXpzUg6l^6=g=Q)psp@=o|%G<Kjb@B|+tg1&U=S-JhszFJ4`qv1hY#mZ{daOXi
ze6s3rBHeb7tM_F!6Qm8!#kDC<JAq&e-j12<@U~gC(iyTxa*Gm5uE@20%Sz`pfZc+;
zGO3$u@;vML6tEAo8VLL$O4nL<tdUqybvn9b1_XHs<=d}J5QDMc^ShX_X3GfPcGsdm
z=+t2S*<J$W00P^fL|NmcCi4Mp$~r<`@?}1+J<idJw<2iYY8d;gy{bTie2Y2(Ax<CR
z+T;F^q=8!S=4Tl8hTb+-a@owdcwY4IaQ?u6a0v#C`zz#droaF5e8+Btp`_yz?Ce0g
zRJ1GxXMG0C96qcN*jk#b_3e{&j~5}-Wd-ZyG4||;bhaE5rH)<{+{kE5s9}9geLjw(
zL<;65PUNX|pTdn8bAZ|xbbj#IKTfUlt;vd>jlru>yPQgeN#oh0rd9p2rd8kL63N9X
zrPk#-@}A;Ik%Bu<T~#ELv|30j1GzOa2E$hpXQIwOVXC}6G?8&$)sK`7Mme0G<Dl)W
z<XjJYGvY)EBQZuDlN6SkhR8_FpEl^`ty-pbWLKN(r3vpb(GOllnBJQ|GOcs`Za&io
zJ4w4i2-$En5BHUSaP(da9?c2v?XV<5VI&WFh7+Y%mhe_$MA^D6srCKAqsLK@r(X0y
z#LA;aaPCr|{FI#qeScQoD5vIlq(a1*^a7lvP5D&v4y4#Z)i|BXROX*&<@&5j4N#sL
z)N&vh;}WdY{5D}J&*+xP4=w$HT22z2@>mD$`yqZOC7r{oxCR(9`%`V*lks-%aDX13
zW_GghsvuPB5lEMLs=pgzGSYZy#hhY@vK1+(lZ0M_VW$Qnl4Bj2)1jO;7u_WT-}81Z
z%dV520<%+DEsCt$K=<%7;raaVf16f3w#}hmrC4I#q0E*pWn-k8V<Z;){{8I-8&`#-
z;CImuxnH!!8AyO6`Ju=wpH*qpeD;h$g=E7aN3iv9?ohB-$-Q8?=YhMR_t=#&#RT1g
z*;DIoCIOmU!eHN_hZCv3LW#s)IviJ5e&4d7xLI{aw8}S85S|k!QVq6Oe#mZbhSP^6
zMa$|%p~C!`W!~};_<#x}!Uq+2c@;13?TS5j`q0gJcC<_|gq}>_>D9>7y*TlqXTQ0L
z`?9R2_(S%BQl#0`u62oK?5B;23q#k7&UT6x&anCUor%{k#~499B9V3vr-JSy`{|T*
zrHFS{;&_;N8`*ji!GP*fIXwRdQk=s^s-)k?@>3(lbpKTeCRR!8J|D3ljOqjO+ne0j
zl@}x<^Y5Rmn&?LN=dqC^2|^{zM>fKHM^f2()J*<v8F}NRO1Vy!O4Si<loWVZJ(z~4
z*{?}q+P01TPJd=lwtLDiVkR%|L)QC_x4pw|5A#{*DR`&8`Og8|%_<(YVTmr7WYRck
zBwwFErxk33rpeRwn#n6iirARbvzr^m8uikvc6Yr}{{A><ClR6;FxHq&d8aMNryd{1
z7j@(p&wxIZA~EY}G!yZ;i`$mu5+FUec8k5c?x|sIzHz;aC(qHBsXAx_!dEYm7+0rk
zZ%x)bXhWwS1}hls>9Lb2<CFBH4<xR<69Qi=v);3s^c815(R#GN-D>N8ITw0s0*5Ba
z<Zc%ED=^O0(g)^yb5_Yr_M$~&P#h0aw>=cfuJcg@!&f^#mqNSb_mXSySedMA9uu6?
zpJ#=>t`F~zC<Z$oZ^rL-BNJaGL9v7Hec24g$AEU;&HOojqP;2liAEfK6Nfe>QT(^n
z**o?W%RONXpjI`tPzO^;ytbmzp?IqKrLoYma-Im>qN{9#0z1ru)Tm6uwxe}%IWroy
z@*q3QjgkQ(Wf-kp{5D$0F<HQVDvX|qiM<+|vVaH?KK#9CDkJT)FqDB`8T2-7e59`+
zv09_lTsGkRd{%tCEL)i=U)x`dIzW`3fk|m^SD`yeJ&OpP2~XM>T8o{hXJmY`SdF8X
z)$cnMO!Lc*Dz$uB=kY3?qGySIr66QXQRAg_=Cwig=_2-ALVw%bXL8vsDXMpHkS;h@
z7jB7hUw9t|`}!u<bBzyD1Z!sBf%d*YlU-v513z)rSZ-M@ZketEel;v7D*j3^1y~~3
z_9Xk9rK=&b1%nJ$RwFZhQiB|i$q*uZH3UQu7<(x^n=5U6dEN;1YUZ@{>|#jvVllhR
zl5+0H%-1o{YYMOR7~-CsT+tkw8l)BXTuou!bH=cn)1*#-kFE^7s|jgKJ1#Ji80bnH
zvdU|0Yx0Yw@r@6rT4Mj4)So9vC^Fgl_WQRH!@?q?8qh9IPwE8`NcS_P$nQ`79e(@y
zN3F}goBZ!VJIc^2QnNin$&Tcs1hX+#{JsAcB$`4Era0EgT%y55o~;UQy4KQCSgu>L
zZuLPa+|oHh$8{2+y_dhTflqh;TZdU$PEFoB^k5=9w*Rp$uf9{RnNid|+gra=q^?)u
zQ<t}x{Lm4{Ov{ZlZ#d^2$T~2+{5+N?3YvEXXx>Rm0rY7LzbucwxXzT<>1j`M%DvF-
zL-c%-)G#kSV29Uc%iEDzQKRwlV3mQDH-s(MZIlg%It&lmpbkoUWg$o8U~NJmG4FY*
zg`G~1?l^7xNYmSm+O-=84{#L-NT@JSJjaEwx@(lkN4vRz<uCQx3Oswl#`rq|p4POc
z@~VKLPaoU9^Rkw15)FU6Mwu9%!L*KCj`8osAF9Q~v)2!EjLw5owB7Rt4h!KrLFxPO
z39;PvL@5`_f1IW5*W_?=fBIwxbGmRoNG+Rt<g#j8AVqY{JAQYnu?3$)98UgmB+!Vd
z;kH$6nFtx#n?xA#GXwB>Pjn0oi`K;IV4J4%5A<=K`shb@4Z9N5q~0MpSS}PD?6$<p
z{E$$uj!u6i9hHpcTQ@G;^(D=t_t&6<NynUMsMP=i5^bvLinwxS<q;s3>A(HFJBJya
zx1xaktqc4H-l!tX`vxUcAbH!3OyaJEOAHil{xP+1xgfD1Oe=b0bPEr1{pC4hF?=8<
z|Gj=WA&;yy+}=lX{+1K^ZjPe9dmq%Ip1V{t%w)6BeE02@aZIg*b2V3{+H~40O*`ER
zDC6&8(5Jy<40XsikOW-LMQFy<ySFU$GiZurt?Uh<5CNOx5664;x;esL(;N^X`raCp
zwENLivk{7Q=5$)HE|s_L%(Mj4h9@4@y+#NzP)nlLEeoD2Em{|q7yy-s0I$e()@s#m
zpC~|T1zVJtp92}NIEQX2nyPZ$do+uZP%Tb|Ng%~GXIyS4ql!6k{F6DAKY<dNS(2@n
zs^S^9A<r-S!m|6w?xEFJ13JZf$B@|J$;ot#rLznH->1m2eDI-qSJXduD@@u?lN_H1
z8OKlJL4IdYOgID=Tx{s>HCP>8aAIde&-UXRlphP6+*S&}frBI!=nnbKs`ZVHux4w$
zBy8P@mB*GJuz4i<n6gTxytA@+{Yoqh6;dqLs+u%rU6%9i>4qe;peID~BP}nyd^TEI
z?x1CP4j_7FbR8^%38x{ZGFz?TW-})5q#F~>Zabjw=0#kh+84Td)h=(4UuwyI_E0D*
zF{L_{d9ReIBdO5qj=|?bn!TQ(n$_aUV)>vm%&Q-wE{#w<Yt4GYdU7}0{PGQxf!tQ-
z-T&JNgk&(w=8B>css8KUQNc|MWI=F778OJFu(5mtpJp@G>T3}7!iLL+5Vb#o53fDj
zU_R@#dlBD<MU-Mc?gxpb8-c7{1e##V`JEu<PmCqc%Kgd0!z(2iB5<R9vC4?fN$40f
z@SmBi%I>Za<D=~m@T8A|mxfR&My{#DiXQI8m#(LCJ6)I5;6Yb&^c3O-MTG{ZW)hea
zA(^U^XqNW5+#zED*NV$Yf<Uqgvle95CpSkn`18kWQPL;-M-g8v89D-#_-k2~%AKkd
z2jQe~I`eWzRIU%66)%Q~53h`~$gV9G(F90&@5z*wMYCMQY#gy9MPJFf;w~$qRhX|@
zm!euHlnBOFL&Uk2uO1za#KSNukD1TE;)AacRIFnTa$X|YaqTaccf%nD(^nvPw(eSc
znx*R3jT|ssB+K{Nfp>w2N6-XTC%Y&z8;3EUyzado(u8t5_O5e0dWG(RzpReTtJwE*
zALbXV>RaQ47>u6e_b&AWB}Y&_Qd>XnojYKd{-|gp8Etvou6QhHuVY~C2Zs4c%g9dm
z1_VM=(&C{Tu4Kr<R{0>qt8aXwW!3B3LfJ^o%6iaUJ)mNG$a7!RQ0|S+Q7on13gHBt
ztW84qXuG}YaNF6gW%-sN*P$Ku=4eO*Y2>43cpmNWOaS}_+2GJb?y;-edajl7<UUR9
z{sL^>{12im|0LzJWweO$#{KR*=E&;ex7hk_9Su<Gb4kW~k3HzRZs%X~*jixB2`@=`
zzeD<h3N0MA;VGo4tLLoM2L(71bk3`OiGug<AXqE3gBsWAR;iC3S!2xSIr*$H{MIC8
zuC1_;4k(*Jm|Y$Uh+v@Gx7fmbc7NX@**n}JQC=xDKgtdns@Ex#QehArx#1D!v@i*E
z`lXr7Rvq+@p{`<el^1^mXM;+(aH>v;CM5LQj-<?YQ5Dfg^0HJZ>tvf|b#rg|&nCnY
zZ5E!FU;v*LB6d(^ff&du7HWqpnZB0VxVrp_N3~;9*RF5NfY2TJ&3bDpdmIdFK7t`b
z8Id%y>2`1p;C3)%SM3_FiJLb2`(Z)Qn^6nL<8iwes|D4%L-wjkA7GaTB;+<dp{;Y%
z2d^8GV(Ic6>@Z-+r5@M19mVnNPWd?x{aTgNSM*EkUuqaF9uSsBTAOJ^il7INzgQx&
zqdV5=Ro=KwIZWKAx#_<8tM~dH>IWb4jS3R)04jB3Qn6tFAIO+d389%$|Hp1djRb7l
zjFNNJZG*ZOLZ^orbW>!=W)@0^mu_+)($m$af>9A>M=B!B`UMld;>!CPmA6AC_A7Bu
zIL&8bHZO0L^O$-2T)uYKD3RQ8+ttp_Z+Cf+aAoAeEfp^auy<UKe;Doubxe~f`FJI7
z1vTM@AkiF)EUeW*d3fGGuvF@n|F$GYx=HH3Ei{x03UwFRAp?&YV}bUwY*aM-1}hd4
ziZ5(|^E6=m=Onms%H`*8nb3mVhk-ozHtnA82j(un5OmaFP)#ZT&+PhJfxpm~J~o-+
zix$wTSM_5d=bN|!$to`C)ySB>m?1-NLI(p^6ac@)E)~5YM#6xsO0u{G*wP<Skqf@U
z%reOnSF&-`G}86tY`msByY}R4n*&Bmx)Dhwny&CUOqwk#df#t?M|s{l$EiwW5S~y>
z!pFn&D2Aw%he$-nW<JR}lK}G0AWZpDxjMYCdmyz(F??mR7HW3W0sUmR<MAIj79HwM
zmtz~^(w{e1XWq%3R0$5$ZG<QccUqvWNysbL%g!`ICdBe5U?B<Dl=bVxv0t`fsNAj7
z?QG_o-FRvKn{0AjM0~wn7Mx!4vSRo^oi*95oGJk{p$&VdWaV0+$>qX&v{)4Jt;9P4
zU$2;_smS7K6HM}iIFayJRrI<1HWBzxnwv>)uX`}A;QLWYh&oc9%&4{hj3%|6_<Tg6
zkR+Rz&D;B_?9d6m<CX8%zjdNYX3M80XFglewDq(50V116_BCTDH?pQ!8r&f%8SV6M
z1)eBlh+27UU!RdY8G9rfY8R#L-d9w=7t9(0{+O&3pdG(*DrbI0sLJir9Cy|Hu<<UU
znuXKQ)p&kyn=A9+j1jG7Z203~^vz0cPj)pk_Tu%d=~x&P9M!`JnV;}{#qKOnZ8+G=
z5dcnZ7GN@KdymVeM^g0)#T9f%^FRDHkHe%c50Y9dKSUI#sR0#eqTqfdeSjfD8%YS}
zitleLX$NMruTMu(TWE%_BVP1uT4{?qFhT<5Kj`ExJfz6yZWe!mc1q_r!{1O4DU_-6
zxGe2w;Qi$(s-9E(rNbt7)|J6iOUp}<5^y3%Y5?PHZhV0v0yQduG!)3)QSvYlfJ(hr
zCj+ZKH^?p)nl`@cD<sO=C(R6hMJpy!SZae>+rQ0Wzrxb%lCwBsf&QU^Vm@1w=dn0v
zFTq^#kXT%Y?(rB+^-=6|KWWWG<+|=2g!fRtCuJKQJ^Xw*{2K0sd#~mzM^H;$nLFaP
zK{jLEH^@##CK9YC-nH;VPlE0J?@-5REO5*8-8ylnlo%g4kJE8+M9A<vCbesWZSYk4
z5|P^NU8j}^{_^947<ni?6(`J+%ClIcn@x#n($zo=4jF3{HuNLrn&4Yr!+la+P!I|p
z&2o)@w-5c74@fl3<to|OWRH(mDQm=?_Y(TDsf}8|<;HAVX|7L#d-g3TAT4G(`I3>5
z%^Ev#s+}!IAlrm%BF+OVl*5cx+U{R&$R|?rVbVM1+Htz8#MW9*pG5VJ6u915H?vq7
zs`G`_9?Xz)aM<S-<tp;?&v+IQ24sR}U948n@e$O)4rO&lRna2&1U0>#(Z*s7&@wK+
z^&k<i+7sw$MI$)HSeP+gC`N|?RjWcTU4S|`oE3(ie6b|CVrO>S2~9kX$VvNIaBpqB
zZ=-;qw0hMmBMu#&jfcsrBL{^K)+^MPkI7M%ck|DJ=;28`x*zYr%<2Kl*tv}o<2eDV
zG<M*@2D;>8B2VyQ9d~|laXC$vEY)wbO3G0MF_w?hkWmK12qe1yNTsY}R&KM9;(1o=
zb?sM6G70@DrwWOMV7!XpS=~m}44Y{P1)~M0a*jon{sS+|2d#I?2_WI64Mnzk)6;W<
z50G^!6sMiaG%&28820oM$JS<VeuznPp<Fj_p`?m>I-cwKNki}S3{%gazKRso_VEGA
z6_z+l%x-rEqgT+ID-62a?Q1I6?+V>|Ix_JmanNqBj9?{fPL-C$%4Lf7?yYd?7i};q
z{eQAA#mzvj>M&%S`aC>VSzv9{gdN_JCBwmK4+oQRLNZ>q;l=NIQU@zL!VRYi$aJ@K
z_SAaR94F9Crz)!Z2O5ca2J~7mPh)u7#g67NR4v3$B_T`@DVN|YDAH?|=qS=;rPXg&
ze*?zw1XM`1OO)zaRcF(<zVhuV(2wq~E9-yq19+fRo`nh>u+w?+6Kek8iX}h%rBVBH
z;XsHK|2LfSqNn3hU4ZcDMcI+8mK}pqS%(lcPPG2&<~HbP9W~kwz*W{&D-pzk3<F6&
zM^WKu>K6+?Hu4W8W53Lol|H9JwJwrgF?ev^y-gr^v%#CaTR^tw3;mHZc*s?L%MAcs
zVkWStbwCuW!pa-JrZqKqR=!N{co_cqPCD7<-b?m+cXW)185`>j58Npi8$Tx}r!w2z
z)-@IIQ!l?II4%e?)&JJfwx4{Z{;{2ayG0#Vdzx?GrXD30s(+ydX`}M{SrEYdT7y8~
zG^(I(#rw0m4b_K|*xOk_*JdyEOTFs>&Cf5zZzn6_75v?tTrdH|<LJ?$)U!HRZGD|i
zT~^)QiKL{$w0_*V$w)wm!JdNyX%G~`NAse%n!;ABgy+M`l=!7&-5d~)EoHqjbFrD{
z-LzWY0Um%4%hkF7<)X3b96(wi<z2B`xyc1&aN`Qm#2G^9rVCeYlvPpgKukKlbH0|Z
zI1nzBVIklT03QHGj_p=$c1G9wT7F<3#nbX*WFl8kph$+LPClCwKe51^nMcLXVZsP?
z4Wig{K8!ETLZbd@Mh~a7=o6-hxSKCl!}+zlqgyRApX=x05h8z3)V7h8>OF>B+59l}
zA2V$^1-LI+u^Jz5cL?Cn0SB=YSYcf3%cZLEDMK|}DaM#&tBjgJ_f?@_+@I0l&Wlfd
zq`3=37D0#R{}d#uot`V>o^0Wi$t-qw5;v9!EnM^ZaJHN6K5}-TYkH~e#TewN1jrm6
z^40EctGLb%UCY|LM<Ew)c@yeV$kbQ{DPAv@j9MCC*c@E!;Z?}Y^f5xQJ@4tL*ev>t
zQ+A%kd)@5n$mML&qzOBF8g(-c=EWMC23c9GDCyf|6UXxa7}uA@bb_83$jn+`=0Mrz
zX1{RhbBJfUND0MsY=5kzKiSvU^$lt@cyY_!e8NWl=haSpPR?_ekKO9!)+sWdz}~?p
zR9CW$&$Y%#k)=gM0F2?ralIVz;pwk^p+2bMr|jqbpZwJcfGArkSSWgetEn(7c`K{k
z@F1rnClaHBd2DTtRX}n|^~SMSu4OP<NAQpHsFZhWOD|W#biyeA%cNi6F0hv>K-+eA
z-lF8+KiGR^aa484CcbR0${dLX+>QehQ|v@3KX3Twq;PHkgU>_Gtj6i)aypv2V5)mo
z>v`;Ob)?04nG9J_`)ic7JIwOXLaORn=~iQT`kjIxRRzB71boPY*3_Pe8^RX(gXMAm
z&Ska@&QtMbzt$)|m-f)s+zjFf2g@Ap8;E<B<^uKZ${kO~n|8jndZBNkuC;6g^PU&D
zA4P{CDn?&knn+T@syd$&EDxvBvwTK*Itv78y*bZc7e$%mtlnRRyd)$H5FK$pv7K}}
zv8g&62E_3Nw5Ma0053<Hk33JTf(a}qh~6t}<$a$%vp32bb6%;R+#8^aLZeW|L(ct2
zcw{$|1H`C*wh7Yy9#)o5>+m1_Ttv@sv#wkD+lNxGYuz-%vmp<V5~RGNcHWpP4ZoFQ
z7L}y8!r*iQuW|{$`Jx|=Q|tZ$>NktrNc|qXdL((67|MTw9xl<vjO)t6!7hRqk8~J1
zC}9PvgWXM_kjJFE+?u%!v2KmlVd10Y<J@{pw)LhoH`q^ug;PK|@slP1$^{3UL#wIc
zBWAsIoQbX-smDjsi|y(kxq$l=vprtzMPFpRZ~Wm~YH_fn70D|TPSy%e7~ce+mv(eF
z@KYwc<2dq_9934o76cGPOWP&1Rjw^~37gD?JTT84CI-3#k4Nsh+@dGJGmDi;_<oWY
zH=fqt7G%4X!2}8PlB41~P5I|3Ygg1$%*3m>yW>qSHNRMRhB*V5@5qJh`1cC}*1z+k
z07_CZ$<cUiwsMJ4RM5$BEPfoB#7$;MU{jH#(Q4g|sXpJJ6Wh_WWg}EXRKIs0jqlif
z18m3!5(B@jS!X0=Z`NXKJU((&WX4O_k|ds|%rPD*consi@(W|4RIHZ4hftn3yi{}5
z)l)k<@lN(7Z{6sLjwXcX(3V&gKuy*{5ou~F2<r4585o!{&Fq@4|FQtVoF1Imi_nCC
zSLZ~zU}aigaex=>z2lF6Ku^4&SiG=CPyzjCU0$jG!^ln1DgYKl);Eq{<{AOu-vaOg
zK!HKyb@{a_mOs;HPq(EeXdoF(ia15fU2NeV6PE)6q9$pzch-;RB35@hFc`btG_$kL
zNXhx!T&!Oxl;B&=EX}~sGwKox-l4G0_w7S@EPk=;?7Vc<pTOqyDj3yF(Z9pyk(&;5
z$1z4~JW<|<%1ZGVU39qr4z}4rAf{M&(DKIqH5E~8ta;5({eKYMOtClPsPhQh5<b07
z)3kKds6XE`{1+WqHgibYO}knxop2>VVGOtlh9eZELF?IgncxQ+9F7`;7ER{wxc6^v
zoO}TS&%+O8*hzsH_<rbA-DA&&XJ=BlU@#=|lIAE4%yFHDM)lD6aQ?CDx#!vNuq7af
z;UjE#*M+S*=Y*|pT={fjUjC&f!yLRPG8>+>(3km`G#y!>#+h}}(sozn7UYSHgj?qO
z_w@60+?>E(x(XD<le#Nsx{bJ=DE_d9!X5EP@}SZIfxWE#LP4RHwtiQr5PDJGp~Db8
zBku!^%8UB#t_f*)8!B^`3Hw#`UV~yLTU#L!B2cYE-R#SJyc>4hf_|~(`2iA|uEC3I
zO=w8_wUKJ<CW5Rho?>HQghiW&**tSr3%2tHGwKGH8!z%jXC0q0c(ga0wJWB&rwRw7
zs3j<lbf1B7hUk644!3oegLlh)saufP&m-C_D{w@xDp-Yo>1nuTafTRbdMg3w4PzFS
zTfRS=<TSpR;r#w$s*F$OK0(UAHRN~Pl}*6)*Svtd{O9*PfL)AHh+>DPk?UV(aNnTL
za4Mv`6UP^zO4xBe?mgJ`jwnc6pzr6jim<#m+NruYu%ai9G>Cjibiyx96^r+sI))JP
zQfE8g7k=w8yz0}34kyVRouD%u)E!SAj_W7ofY+?^*8%2_hcXp+$cNb$Nb3M0DU(%`
z8T9uX*Cu<gUTPZy(cl?Qg9){7FTVY4>@z;B0QnN++e*T^6%(?|11#>Rj*lLXVL9o`
z+wQ7zhNAm{-CW^9W2r5{#xJ2&#G1Uy>Kg2Dz5OPkvHt5_G&*d<DdVZ$&Xn|Ry+H@P
zkhY}Z?h*raYwS2eAP;b#l|w>BMUQ+>`L!vlvgWo0bAHcAhWBJr3M9aC9D&izy2g3V
zBm9Z&=du<ZXbl6EPXGja)0&=WTzE8#lr$!T+_0FMNa>Cz*-hMZ8TgCDL=)Vn!kpH&
z2yFX(#6wKU-B-!10XMZ}rV$8)RTM41yNv>pTAwCl><@ZXW_Y`E15K38@_q8jg{}`b
z12Vea^l;M(H2U9pH3G{MpLUvcqkFKKe?ZguV3fM(!340JNw>;wMV-du;cfp0)A#d3
zG?SpN^U!x6W}EmDi_Ft}M0ihgliwgd2du(Tp*z}v>{$iGLy8vFEmsNkC44RO9)8W4
zcL*!o7HZe&C1O$88zgY`IIh{lxyISnPJy}$`g)mQq4KKYP~tV^&yD5e*lGoYnmZvK
z7HFah5lBS0mCV{O=o(Ty(ZPp$<4unDaV_RhUilGEY)J%P;8Z{$Qqs-<!5@D+C|yV-
z<JoUh$L<L8jXZ0>Lm`14^$fJeVPQo_<ErkmpmRv_JbpkS!#gxOvmn8tJ8Kt<-{=bK
zCQPifZOkdy`wP`5Y)M%J0y#fhz_)%%V29F%%H|Q#HA;=g4Nb-MsoKH8l<3s@_u()*
z*A!q#;_Zl?2Vz-9OEfic5J;6=fzTk*DK4VQ%Qw-Qi|2lXksuzD_<665(%f#nj39RM
zdg!ChXm_cD2^*g=Xv15ectq>EC2!O@S59o)zf^Y`9`=(h_4_{}SUw<d?+3H~bdi5&
zO|16doZQuZp6IgNfiu4R*l(hgtZ{CxUFq_zhg&~PE3(<OSKl>uu}Cj?zEd#E`8;4T
z6Vf0RW`YC`Ha=cC^yW}5>!|(2BTJGUVovkazsR?8-G*R|q|BPg=DSt5R?MXm8K`1k
zC?0a*>P7DEmj0d$rVX3w*MN1As)MIFYvMuzf8es@DXPBALnf5~56ODUpW<A-{&adV
z_mltC>SNw3RY$75t34z=9H42cTW{i8nJnZ9pXDAZ?Y+Gcp0Ua3Bn2K{Y-()`F5`dt
zE}Qt9=@&fq-ncaOS0HT}7Y7$Q{ns9oih5u{O^b4Bt<cUw<?hUJEsx9Rvaxj_kMo}7
zi5{O(Ov#^3aRSGO<KMF5aj!^?(dk%Lm$e$e>rj!rC_Z4Ff$J-Kmraf4{n7nDQ$bn3
z4*@)XtnmHC`5`urAslA;f8!V`Adb-n1yPKRFw9pdKhSQK!*#>LPOvtoM`NCLy*R<?
z0k4_G@_@0dZpMXk=QVof;@C+-h+d%Z%vXyeM<Z0&&Xv?cD(P5=CPeXP0E<<>)%nh=
z+7icaoF}@Gz~-;Vx{yF#6}n_)pX;>4hx!Mh)-S+r8Y@ay$696wQ_h)x3ou?4tXbh~
zb|ZSXgqH=27uy^KE4D}{tykHO(UXs{p3T39kV@qLVeGBrqFTH6;ZYBIj@W@1h)M}a
ziFB!`NOz|+LrDumnJ5SdNS8DW3?nf!0#X*zQiCvrN;8CX!@D+kp6C1g{(AQZjwj~K
z?78=Sueh#jtu?5fot}QvMLvqT<3rdRNIxM%9ikp4F3`N+Ls3b${l1bGm<>o?V@mJp
z*DYtYa$dZ~PBw(3MQ{#ZR@ftMh_0^!`MxHD-i?W?1IMZJzs|aedZ`jBRz61z<@}Vs
z2Jz<DfhQV<KY7c76P8*jZlZ24Y9<7~XkxU#B6OB2K>FtnmD$mFincqo0=X_TiI3?)
zAiUOU^$TDkLmq)7=zi6p62K5gg6}MBOiQIu9K`zn*gH@0NVLP0hQ2;YPM#Ja1)aO!
z>qT>L1`&n@@KIcedWY?|6BgvFe;U+3sK_IJtBv-stga)qi_I7$1c<1^hobWXSDAGY
zCs2x^6sOHeOpbc<<V0Dqt2|Xr<Jjh~9Wc0_XIazrQ(+RJueQ0PeTbf8vjgX~+(H0o
zcJx>CxeUBviH270=Ls?jrTgvd3yyxY0P?jb;<#3)0@WKG%nWWbsdm}Hqu+HwKFQ1S
zv82!9z3_DD1U6aBY7<7R4*}<Q=k|U=0Ak*A+W>K$J;+{(Dp|FODAd)TKLh&7Hd$QX
z8e%hcA{+LJ|HVDP9`ybX=n=ZlU>k!%R^V79or1PawQHlt6-6wNxwAAoVisbsef%S_
zlmC+WQZk9{Q3f6--VKJ(^ej5&f{Nnw`N%G;#nBs@@GeyvZ@Z{%(td`yif)pL6?PTA
zi;w3tjP$JC^-&;*^Vp|p2OBUrq4Rrp1~w4P7QKi2*@C-O<_n>xgs9O{#@w=T)55Bt
ze!A3R1ZRHM{e9ahJA|Z3_`F3%T?ooN86_J&UKU?tQ63(^qgpfMch^&rwLntiVAs$R
zKD@0&&36m?xJfLLGvK}D+kzd;Hd(k?MFOQB30fAmq-B-EQtP*O*ohM!!?Co4^>B<^
zuUox&f%#ISS5qN%$g!MhXeH*;s)_)L-tka?;VHxW#lB15^jCkKQlej4NQ~^P?|=Pk
z&Dx@8sqP8#D&+Fd`P5%32c*L+iB<fRrr>&!Vu9`P=7R#tc}e5m>m?d4dr-W(z?3&~
zh~6v;47rQFom!6mXEKZjpr1dxt*>IkB(d}Z&IZ@g*Om?W#(yPv;?7+X*sJIvVl$G-
zdNjr4?#}gTSo-@yS;f3pim!{QM{7w;SUWs|!8TBP87J%GW#G5FE3$NauEu)ikqv@B
z(98V1f9uW-qc0<F243;t-W*M&B6TD>1YV2;lv=*k%gpO18V58uSy)VIB-A@Z`877O
zH`g$e1F*ZUr!Fq~&(h9nd}lN@LbAJ-qunhlNz7wui`qc$0MGBVjjA?Y&U?k&;XyF>
z!7cMb&N}n6c&0|W<CWpeF5<_hb%)#}dp%pbLQmUCnqbSuGT9c=7!%_cUh%>bng|1^
zp5^VGWaQ<UE9o@;C=Yj>@lN~$Ny!Ak%?H_MP%%UQ0U?^D5D?;{@vDn7_ljSP41Ba1
z2!*@ceiRBUJD-(V>i%|RuUK@GZ-a@?E);Kv4wonPnq@9<_D`FXnLElp;LxLx)EroR
z+OxXbXyuU`JP%doZn23o5@G)1WkT2rjG0>FrJy=H{y`#UP!PRFN&>Q2rh1tMgSyKl
z`ATrpz+2dUeFoVByq>qxRB@gj0lr(`G2^2L#@CDJs2(0h93SsY>_RErPON_Qa=l@b
z;T64JypqnO$qmvAv*RC~_T^f%7UAt%y6Ov;`obRk&$qeGp)5s`9Z4t|ed7`!s(k+M
zg5C*Zrp9Y&NO4DcQ1US7DjKg~Uo%fmIy8-o7X0q2egthN&E^{T&kA@rJUt|mUbk%x
zQL?R(+UK&)RxDYQZ`zstEP71SwY%z;DX3UJdNh6eqhfJ1AisRte28u*?L_%cJU?6+
zEc4?E3N?VgT&dtP7uwSE%j^%u&afwi=%er0FZe@~w^d|fUG;XyvF@~}Z|CjFoU#ia
z#Ip<*OMuw{Hu&)VQrtDmdh}1OZ4>dJ8))DT<@Z^B6+<0`X2YXj{3HxJG!G%6S4<w~
zcP6W_d+5VE-=&c_l~%sW7@hoj!Oe90u0u$~CVxcm6K<8%pI+wcRefXRkXuro)zT*8
zw(8;Ji^V#0Eq|H>vP2KrxWQ<cUL;~l;|fcaz+8NNaIk9tu@p9&@t2;BLkJzq@3Y&I
zI&omUv(i@+N~8pK0;L1lc~_!(zao4&=sB+p%&qB9!~cwGC?1SCv$43@Nw_y4$w0LB
zB6rRS9h@n5e*Lc<xI}kL>`d%|Tn22Yjtcir2sd9URea90S)_@xgh|^t1o-&QXh%VW
zB3opj$8c80dbX}htAyM+pUH7=sT@nfU@j;GNgIHez-g~s$mVSp$z0oW!DnpY=Em?R
z2l(^D<0gb-xq&~8g>q@uOq0ubSw=nSGRcPca8v2%M33SMx5nB+DDEWf1r1JhlF@0J
zSX%aT+^+<+LZcrfywJ;B7TaBTmZngzXv-rDPWowlaAfc0uiZVUh89qH+-1i8GNs%Y
zIqY=qZ|c<4f~|JvzBqO7`3EF`oBgjHg_1GdYem^N!;8!K%l<&ZHy+ytVDJ43dfNJB
zaaZ~@!c+?N+<#^#D4By~<|P*YH`mrX490ff!F&ez0+!4Fn`R$?i3w8H_b2}tSCqNd
zmDhqm37{G@|0vIzolMoZPK<@)rG6|{5tSgD3$A9^FY^dA9xtA)<<oj)5C^?veJwz2
z159sZxmNzBKLwCO-CIBCUj0+>h7ty@`1;hg%43~chQQ_{30~R0D+A5B@4gDIKSlYo
zXO)X(hktl6<8cd%>TyMz&3u3;Wn<a%bh5`4FpuZ2y>rj*w*G#V{{DdrLgH)dtceS?
z(h*H!`wg(%;u@GTsc>eWLBFQ}(}H~O4ic)h%ztnep$%-OpU-7!PjS|NVN-s@Bxw1!
z9%OJ;d_Rd*Kl*$zS*faHPmT}AZO3J=%xlBX^!nDg?0@Q|xblr=x7{v<YoOH--FzqF
z^(*J_LaZ{QgS*&Y&}|O6V!rm5a<JzC_*bEXz<MR0ExADR_Bl?sSU87H^A=aN#4JrY
z8Y21vKj>9Ad4QBoxFhpUmVrSLoNb~;J?RWYyogi`)JX^)H%<G_?JR-gZFh}#Xw|J~
zB^1{#A|z0fn<4&MQWZ+g_%7^If`g$;OM&R80YL=D39+5}J3CL9UrPBj_g(iZH;OF(
z`YzW>>qs68FqV+ubP4_PVDI<cF$tTC6L)$yBbqbw7=DS5y*WZD!d6Nq;lPHQ{I#u_
z)YlM|cf966envJF%|VB;OTbc9GjHQ!=f1VI<sv$yrCyJnC>Qlu^uIEWnxzPff8NsY
zs`@OHMiABu{|Gr6)&x!?caL1dvL{XAo4$t`z;1512N>3!V9@_CjEl46^g*KYcd^6+
zs-}x|^re<Qz`JA~b$4!rEiP1sNvcAsYH-Im8}<}YYLEzU7n97cT}J-5kc1;bmibtR
zJbcwq<vexX6Xd7KqBjrsyT#7J_#H@q6pmCUy`7*bVem22@`pKTk@yVtp{5Uc4N__Y
z49I9reo;o$9F6onn%xo{T#6e$lPWc`UN&3h;pvT&cn)m#mBN=+L2&nX)g88!&!bo$
zezquDxHDjBZ^zH`iSD_K4%e%svMDdsPNOmn7M5q*@jvQu>5oTg#ipO72hPKxJ+67<
zMpA`)Z*3`c>eK=VtN$o=Az9KDy;1z6V>h_6lS9#HrOlQ&^@Me?#Xjp$z?%;5ha7+k
z3TJJghpYQSfD!(uBbP-352`=bj+gI`X`UuHQ%34Q(uN4z9t<Kf=NO#0d^LdWyc7h*
zwLVK>160Pp)}q<B@;sb6ueox=)xlO6+DB@RDog!70T1W+tIy%F_iq9L%m6T4&2G!0
z(}M9_j<|l@z~N*I_p_N}qx)lfcl#f}{LJ7IoouIhOg`+EB>uJ^LMETycum6xqYsL~
zB>ErSmb=-h+VmgZD`nSfp?8=edh4DB0Qgv<!-7pcU9wibc<;7<^uKtroA#Pxl00L6
zf9}Uq+M$%vO|sY>%{~4G_ZM}8=6{cqG%HDp{8)L#vFiS7pO#uKqPKSuieBP_%`Q}x
z%Ip;yY+<u{q>oXZ7nDzcIYMBjMMtw6BwR|l4Gy7L^YfPoxzvpvidDbyMm2GUlIrc^
zi>G<1VX9+~MNv|A+y4XVu?rp`W?z_>XB=zxTe}XRUB&%s=mf%<jKHK-f056=sEbQE
zLiyz1t?-O|NI+TevD4P-hrNa#Kb>^r{nFQM9nNdoUkRjL`Nn2))pI>(VRh!Pq=0of
zB34YhqgY+xoz%Fg{m*vPriw&uQ4CsIK$N!=DaGgI&R3X!d)u9Y{wkT}k^#(-?1(AC
zAJs?)GdLt^%&{0nqs4ho-cD29_#L1;-Xz9zZ5!ggz}1<rgEj8i2={d#p&1}%7EP?)
z_=rYA$NYC=YssxhZ!F_pp8|HO7$=_bTAn*ZbjVeuF>pnn-H(b*ci|h`+xBIc9-Xf-
z_ZhE@0wIKYd|DNk%tL(wOAW{qF6{!nYYGu`#%CUH2g_$3Q%>&4r4Y8X4E~Yuhb<j~
z?T64lQ(^VLv$0ap-!+CkDDQNMvWa;5exhO)?2v|nKgmik<;;AJ@|E^pAwQ*%V;_-S
z7*RF#MX=FX1Tr%nX_{Y_SFZ@QgsjqeT56eFOtswSF7w=8BeSsRn&$WZwU>?@$SvZ}
zt_%Eiv4-K7uq>WNTRvP8?WdWgq|bLADTFq8a;3%k8X7t%^Tw`VN;T%PY%Q9LY?@~=
zk&d<eWf@L0|ABh$G|3%^XcQ>vOYVw7M0X`4`->>oqk8<d&W1yCNy%y?<wg0=8*Y5=
zA3Nn?n2yx1K;6(k1DT8xIWA423iVNclqvAJI@^LmU(a#z&`1YioUU_urGkFNx>@N+
z<pZPrAjx>nfrYSbW%VP1@`H1jrCGh{DE2|o%!sKU{ner&3}Db+Mms7IvzI7ntGagz
z$?Mf+0qODcu`CCq=dq<`^w>CU^uJj~jQQqFwfn|^58k2V*R>-3S`k~J4r*5?akQ*6
z0qxG2>1p4qgo8}Oxb%lG-1w_qp;8Me>yx_-ooWlDLooNY{Khs*9p%C~g1c5j%_Pr+
zF2X1BUNvqOD%*pKnMk0yE&AS$NG8~IVj7JY^hNq7qM$_9+S<CasM(?Y@nIvt@sW-7
z+`zZ1K(Bn&&}WE~Ef(CV0zJZl8Tw2<_8MG1Syx{aw^OYEFNPTEV$c=PFR1}~aj2ta
zn_gVm-M6Qjc*C*Z>5Y<Nieccbk06!^`HO(Z6fL?rD(UiY#c-2)w`t)!{baCtg%}OJ
z>qiif;?M&}>2lwtXpiE`0_l<D5}nHO0n^ihzW^ue`q|rgNm(<t%YHDu#<)8>s9Cgi
zLQvu4RB#Mp*Syw2v|Gb9a!_naWu$h`8X{-iKc$wT8qr9GH|E{H-cFDDQeE42sI4?=
z(u;79=_2tJvq&Q6P6iBkZ}=eExaz^XKiL&$&}Y*>>+yft_)Q5~l#R3SMCs_Gw1u*O
zzSdKf_a6a1wtZa)*}-cEuhf^1#5fap;B)z)PC}q;`Enz-B*zY^*TW8ya|9<@BO&qE
z!^!cfg)G7y{bot1yl4Xnaya@KLC2vC&=F({-KXxj1n(ew$XsCu_Y6<}ZM`r+onO)>
zjXsyoqEd~8Ws~Ayx9>(N?CRUVi4ItYBCB-J?V#SMQ+)3;=*J_Ci0GtCOK<KEV1kN=
zbMAI-KW~c6a(0||fC3l?KTY{y`J&!S@HOr{hscY5A6v<(v1n*4o_p}@f)t$(dBXh_
zle55OLG86VmK2rm6Lha=nx(eFh8uFet*@xBMI)$oOw9j7hg*{NppJjBh`!R2q1~6&
zoa|?=clg#$x@odLh*q)7UxXZ(l`)s4l1GDVl>1RmSs6=Ox>k2;zOEAv5AA~?T5>G}
z`vMyHZOP3`SF}fGKzHxLy}*SzV71vvs+|9BCF39Vk*c|=>xD0S*x+Wq7+*Wn5$EAC
zT3z`*7vlV&W(m2<t<OVsFgwKIAd2_t`%1IQ&5;$hxZXQWU8DBjetEV*X#|^a-~mM6
zxl381Of^~5MODv?tI+zPOKhLLuR(Zm*A_OabSHBc03T2#EDSN$l|t)a$B0WU*?Dw9
zU0l29A1lV6b?xXl{1u87-dr%ALvsrFRp`&54daBGZ~v(Ms~r-Bt@UQ@`ESzNJ2)aQ
z`d=m*dDFjjuFwJK#P3R-Y#v+GZ|47lwIZABf_=#D=yNpOAccuWq%iIDJ-!zP1>YJT
ztOkPSJy@du2x0!ic$p%Mmx3m+INWJGgXC=mJ+?<sT}$4G)!{h2>FHt+Q1we~CK-9!
zmMKX(<U6bm$71uHV-R?C|Nf;r?c~!c8IPCD*;c7if}`)%+h{Qf6JLi=tN~fcl<egG
z&6VOB#$V!|7d|aAZRK{stO*p#41rl+K9>8K5~}%N-oYiY58a)5+#n#P_ZaJiO25d2
zrpP}q$-Vgyaqnk{#g<j$rPoR%$?B6<=VzrzW2B|Zi<Oo7E!i4srsqyLh`}<tKlbw-
zN<{>-LKRNf14hUs5e1X~A&O(cJ}J=4hvc+4PWu_26`X3j7nB+QuhF^#!T$IgGpnw;
z8&swo*o_M2G+JeU_%1arY&Ph!L4pbT%g$5IXAvo8-KjivjItS|n@{x#66^UykBWGR
z`M+z}G(;gPv7av}KzkW+e$*2m#(<r_?&ZaFbYmluYxU!Cs`>X>x6dOXEu?%AUAmh;
zVY_=ZmnqA5K5!6Hg&o?hxUg#6>H7g;9+<i*dkS?{3x!(Uo||=5ZT3wmf~F>yx$@H4
zZD;uU?$~aBr`fK!fdyF3^OObFi$wZ@{{f6do`vCW(`G@lHyc?3U{B-Yam5z#%F2=i
zBUsZD2cEIW=GXmtXhK<;>xq*nGoYdI9O#u~w(l-BURzpo8_xkc7-3lGi%xc4>41Lf
zDbxKAh!7E1J(+!cwz<V4e=F$x`z_jkc@h7kze)LWrxnhMMe8U-&J2E9*BlA<L2F%H
z<)o%2@r}~QXieEVnGJOXnh*pxRvV57FCHknBYdWHvr237u$>~}5m=*pnMglXw^L3W
zWlGg%*DgW0kJul*9eDxg4RaCALS86iYVyVp@kr4L1efz?9_vsnb8SsM1N9st_`Kef
z2r0qN2|?$ZZ?ifPFudxxpFZBDSyw#O7Q~ud@r1i6ccW7S(Y9;0qNVFSSKJVD+Okc2
z*N#{vXEWmTaW(GcIeu&3BP~gf|6!(+6w`Ud<sAL-UZ<)|V>|pRU<Cx+&{V->qTS55
z7QDv4T7a=&A$RMw5X+|@%RyCen!j#!x5G%uHNPZ%eygb2TB0tLFF@m=Eyc>^&$o9L
z&-_z3i$Li{$O!cIt+O0>d=(^?NQ(M%`TwS<um(Gqzs-c_p^g)bIdQ+3BG6&hI>03$
z87beWrZlKd`YW_SJq#Eqs6zlNA>cL^(&HNSm_7WeCLh`Z*e=6u7BY+bvaQE9Dct|;
zgV!&{vkRS8ow?XT9c>@q7ZqCzPzFQ`%erMysqSIC#EvX$Zn9Apqi<wo84El8fq2Bz
zKA2);9E+CHmrS*ty|NNFB5ZV)V)PoRqTHsoFVq}?d}+YEB26zy&dSD&;!xgSXebla
zEKtUxa0IkeFFQ>t>gr52wdkl%21d@iN}dTuEBnL~?QPqM_QBBlNwK>qOEdhn6#>0C
z;oKNMLSA3-*+p{jc=1oK^7+cOUVYJ#gpY&HGb703s~uRM3u!kC^?MV<E#3{M$mHhA
zIH=`+)%)f0D;ZxdtHyuZSwPl3R$WJ$wGXO(tQNGh|AyO|NeD5%DpSLto~CA%0(KkX
zR~@buNaTmE4rk_pierejy%s#twgI4u9eU7l46CgXwj<=ovMpb9#VKQT%{5E-)Iq(0
zsN6Pgkf0*Qz&%uMmh+1jl5!qzB{Kw<PAgAaQ$ko1*J_`xF5pgKzZsbTwvS40Z#}AV
z;e?i($n<1zXUj<qk2f-!C)Z0p3Cl0@GMQYmwV4cWjKY8T5VqBC{?Kgf;StKB!09O<
z)KO-i#qRGiIp>o<e9PW$En@TifWS?=FekwAx6!1FByb@}L6$Cmz3Vvp++pm~k4Gna
zy7KJZg1x58dso|%`_!R6;8Ixj#NzG_a%r(ih5Q`47aSBzR+~esp#lsSWq|fG2fap9
za(7I^*KAsDVL47Maip~Tr3#V{uMS1HcJ}g&mvKVvI>XK~r&sF|)j&5WJEAs2%0Hud
zur<|FbG64Rr2VYp^tWV2eYQ%eH?y;s65pDK!20V4G<ejT7R2<j0vNsviZ(ddb6#Z)
zeoxmEKBfW53DAWgEd<%^5L5|&KYY6ssywjIp`g3{Tu(;mIuBb%(5(D+m51$d;(5*Q
zXmi4##h@fSOy?T_B@FoWzuEE~mTtsyw{@K2Zuvz6P9FC7y^Wy-MbWJ%(v1#GBYD27
zK8CKtM}bB{ot|4(r@Hl(1cZ)vOG6)pC5C=2pJ~5!E?weaIkVUd`95o`Qo@n_uWzOl
z7r#Den8%nwC6<$1dx)<c<mxB=LnzhOT}4mTF5gd4xxn0X>7fF}dE)!&sEG&qg%)E=
z0g10ZDZMvm<n)zb3>6RYsUR<{ZPrB%xXeo=N0g5Lt|=1}#0s5Lc^|uq#KY<|x9xVB
z95d7?RwGr+y_;I9NOk0Tukeqh??EQf%O+wHfK-+kxWiBRR)UBOf#&f=P0R)sJ3AJs
z&FR)D;fTd?U67TNFRC3XtREoOPr{G;SIeQLW{=9Xyo$NRxe|Xc+9<ZfTl(*N9LoB-
zN|m!3l5L>X<#YCtL^18dlJAW$O9T!_%Tk!auzm5qObKibaqYj`{jJ$Ne7Lcx<9%02
z>Eggpc=}^5L+p2zESas<D0eNvI#WK|sR@I~=##c9;WsnVbq*q<7c$QTbzx7xC=y_D
z8oeaIC9yV0Oa6N5_aQr5gfpdW&&H9QZkf40)zdudB~M6nJcthB|IA6zbJe(~AJD-P
zfV(B46`kkAJ`e|<zskHzbD&Kk6tCTwWNG-I$-8%<t^T!jun^L%j%o2LRexc*lSe@G
z%j;t=Zp}|n#TJ$)8IcC)w;JWQx-+EKhXeT}$PuMCE!7h~gh@WVBr)rr*EvzVbW7wS
zeAzF7;}#&t9kw`u?J>gc_sdA?F4BrVnQZCGobcCW6I$6qs9Y8DcsAUa$d`>Pmw1Ea
zsD#-It84tz*`?ih6JBQ7LMyiV0jKQZ_KVSN`M-W$(Y-QU8zMDk<U^1vfjM&g0cEsM
zEc9d0b;B)dJVea6gU8pm02-oP81^2aj8Frle2ps0=bX1&kHH;X*bh&g?<#+|YhRZO
z{B8&h9D4e}%Zeh2qiAHwB=w|&)3+SV%z+|V&Zv{Q>6hz&e1d!yTYonu=jD@F4n;$O
zY_9K}d@A4FmwtXA2H(K1KRhEqLp>2Ve}Lj=oDK;IT3|0Wz)m^X<Lf;)j+)_c9~0_Z
z5et%NWb7-UDP$h|OPLGwt?E1u9q_Ap&*)ixxohn3JC~OsG^ncV@&cdG;S=VZ0%7q#
z8O8{TWp0+S>Xt>dqnFk1c)ZoN>A80Fxvr#NfSNk4ko6_*eJmHZ=2KbPL;Y{<wAavq
z2qLR+@dOk;$+}CAm0*8sj~^~Gdh?viUp6cb-4@P5qgR-2q7vWVpMymwW3k>|0|)Wr
zi^Z2uj7QWm4~<xTMfNyscBjiyJcg|56O}74r`5HF0YCb1-}c;Th*9n(G}#FVd0+_y
z{jsqZ&;!Ol=9hby1&PgeAznbw4U0@4-oCCYywz#Yd(UeebZVITEO%{*;Wr`IR622U
zc|>Tax0gA-BlT(4pzUqlu&65>Dydw3-@(~ju+$k)(|A>Uoko^+FX1VZ4|*ymn&$_@
zWmkQdci(V4qng^;Znw;emsZ>Rs1c+zQx*O9U915e>;a7eZzs2+&D?4oxWYaw+&GEk
zkM0^m<4HB0w#|KXhRd5PrE6Ky^_Cgp@G<Ti^R+_rLDXh`*xxSG>Sq^<w#55K>DA?w
zvqMuWt{+&Vw&}apJ`MWPQIl8PcIZ?A&Q70eNQMcqEU6ER+EKi<+}x6y{oj{Qm5;#?
zQoV6kxjSJkVMhj9TOH1*pS>XKjwzg2G{+gJI=64$Wlnuojsx40(@pK9<(X3P@d;wC
zHGQG(q?*|?wfT#9o+J&g-!)b<JR;?%o4mDty0B|mogO}njTCA~P&h30UR9{?tD-B)
zq_|?$*orz%o$fRn>SX6`vIB#&eZ7>{`|=N2JMqoIfoSU8jsPiMW5&%YZ&@|RY~}d=
zzTCirgi>k+0a_G;4(wau=cjrl?{#QaPHzviDfns^7}2YDrHr8C;zoY6*z~RX;V)vJ
z+5R4Kwulb?`G=1oEoTo|J1)6TPWDM=H!??DJw7|Mv$v5aBY!AfojqzIy8&_{1;*ZL
zqm6~+>Cv%hVy$Kjj>==4ud5W$QUJj*Nt;AQTWVnq_^$?sT+L`_wAMtcJu2i6e;IOh
zD4p49;KBv1@>MTFex=vYyVaP;QaPTfwP5BPtXc4-{q@ZG)9_tm_GkCdpduR3A)Osl
zOJgIHq*h1wb?Hj|72PzZi(d$YUf&*50vmdd(kJt)ITxg);ahr5$7aY7p5DCIK^Dw~
zr|=~hGe4SkcF1x3buIJf8vVhU11CssT|@4a$T&2=HQi%PtyK+e50$NrerWcH#Pu=v
zr~S6h8M=S&U7gR;t~LKP)rR6dlanK8=rv=yF|@hgP^{^x`p&b65w<xkl!F^uys;M2
zPIg{%3hGG8KG<@~@kLu9%TqmK`tRQrtIz0gy2iQ2TQhDQLd8hJYv=S3YRC!JH<EsF
zIqhWy@51)jTs||LE0#mnNHiPRCn$;33f_fZuRgP~TL68a{VQXhs##TT(*4f28!{(U
zU6jk?FyjPu{6VzxOZkY8!``H~xQ?!^lE#dQCpTji4f=q5ShdHAzripX<DYHdN|)cO
z&yP^>uLK@e!jWMMP%+jaiO&a4t<B!PBNOZFyYK_;Gdz3pP7TUGdxm@sSxhIV0Zw84
zIIr=ap=CF5*y(QUhjf~OV1%T*{G$OR3_qT=y10#mSk0?6+OFa~PhqcdHILqXzN?1w
z4kq;y;l$g|x4<+wm#xvZC#`KFuJ_SJP3<)e!^zHiyvBH_2TluvQ3-z?Wf@U3`KmsW
zE41b!sh&I6&3WtG#^zFT+azgjFH#|!xv!`zonOg=+To{tuvCNwW%5AVP&JcN$_dZC
zIeIB0iw$Yhxqa2}8653CPEfBRKY-0pdQD0?+UVWg@OFmLj?BgduSrF`??ympdmDw#
z$|*{Vn@1H2;hY(Aw$BFJ@gVjaB}BEM?q^2YE!~*wo7aP({R&`po0mx2PJpm@p1y^?
z*T)`9?a3=`YJA)co#YB}x2NfdgwnycB9Vw);#4&?=zcd0H<Vd1bse9yJVJqHgJOf+
zP2^xk{fo*4z0g(?b*p!Jv&3kGXCeDrQ^8c&nRv1G_STG&rgPxNuD6S?4zdDh8Sb<c
z5yq<yXRhLUFtd#|<&W_{3dSF`=L9Rojj-mksy-C7`jZkm)|};2J9-y&<fLHk?YWW0
z_H|GGeFOr51{Pdflc20Du|a%qR0%EJm}~DTht-%x*9^R>nN+!VFY`*&Os_6gM_GI(
zs&DRmw6jaeE94}!)v!rc7#Od8QAeB&AN28DT~!<zts#|XQ+(HtLZ`}|tL<hgmr<^k
zFaiB^?srA6TcciC1=L>+)k9xEML0NIh8k~XGj5Ao^fhGT`N4Y$GfPNnkIj@gXXT%3
zCm)|uGppkCdwVDNA+p`~Fk(7R<Y``R<+t1VdDr@laK1L0p(p8#Bje@!)H52Rf=m~c
zSz}ZA6v1cvlRTz6laqDuP_SdT{*b10X|diy@kgN_s;bsTrrcQheTiXn|Li|$X$m5h
zKIXv{_lJJW9ePz-iU|$@Ra{?p>l;V!p@i&t0ZzA$pO=V{leun-FVCj60xpUA5>V8I
zGI@n>tkgODz_=rV;5eS?$=LCz!8DC&SJe{;8EtCAcXR2g@n$!UP*q@wH8p+9XP#-h
zx$WyXbx1yZc8-70No>%a0@g<JRWjdrftctcujQWy;n%iC0$69%g(!1~ek=*u6)6@9
ze)4;&TuH97DN_|5!9@Fhyr+v5(vfldiiwg7EYwhYox#a%bScM=>szTJX8uE^`*?IE
zMl(f4r%2uf=}IwMc*(+&`E&yK6oq~N3^Si(PE382uD+LW`-GOuTcZjSKPP?TZ<NY|
z2yU3o?|OgR%Xaipqe*7HZ-@_y6y0rW%WgZ^v(y!onv+C^-in@dBnD$b;9g5h_mq3B
zmylpgB+({cOeT42kVAyFXgjERvVZ>Bd`Z7luCd>$x9$K8M&QpVcK=JGJWE%8WcVzD
zh1~vyr;+ACLZW;9RlAq9%ISDs_DvIXb8_dOP4ALz%_nxKQjx<xAbk|(9^W-mi*kr@
z%b)tb`Ld#N=$?f8aA$DHU#MqJ!fJ!}(?{DQo6;6#E*<UYBxQF~wPD7=mbY)&nKOFK
zvUKtZa)Cw2s?U5MauR!;m?&<(CACr;wA$U-q-v1h`C$aMAWA`?(-4E5D)+!uY~bdQ
zxl(*%!;U`JjaSBv-L{gYb{ga%OCPSLmM2Pe4Q&$bWy<jjZpr6J<`8Tj8)lTq8h&gj
zr(6V)qz*)qwn{c3&^@>s0JADr({SA`@+AxXplfWC4L2qYQ^+2)l=FRyr%LRna<qk8
zg(m3BfBG-FO@FJHVvv66sCMUrLKjYH=(~aQ_XKC1!}f`C!5+6Pl3<gYyL<VRj?64{
z7m;qC^80Z@;&*-S3CEP@j3^VY<=Nz<PR*?3RP{h-#Ivq%&g|c)l#e>gU?x|j^N#!6
zbAeFt0$Cv=5(j!CGP9hbjrfj7ZgoVu+c=~((aVF7K2=>ej$KmiHCzZ!vi+VtvgFX}
z=_wB#|556JwdQJIAokPpFZA)thoY&Ilj?@OH#9ZZiX9B0Qr$dlT`@77IiAbNfn*3j
zPOL?GdZoqQo&`s@UE~36EiEt>i>Y2-tFK>GrCOoraXkqdxXU~+o~9y=R`NmMzeyA7
z9CR48akmMvj2<41(B_U{CJ^>%6r?EmVJw4))8ZGv36vCBS+BI-<TBPvFV=|PS?MTq
zS?vOg7l9G`jHQnS&S$ghu=%~Y6D)JGw3o~H?Vak1kb7&Pms1~0VBFqX;W;S%^z9Bo
z@)8E$$oJgp_*6y(YsS^02r5pQ%Scq?KbDt8Qugz+iBEbkWq)$WYP?%M+J+c(a~A&7
zP?Mj=<t97w!4Yl&(Yn`dt$ny)%Gr5>Z4)p2W5?Muo2*i(%&3Zrx8rB^2AwTsaLutV
ziXzdqT9|CvaE-1_R#<HC3n+-;{T~+Ma#p{vpQ2LY&wq>N*vwvFTxHDo1ip+GWqQ-w
zyXWUk0_2xV*+lRn*xc=uwFdYQ8rs?U+T5*6upGt3w@M7%J;mKidJmN(KqJhRqMcZh
zR;o}%d27So(5u!IaVQE<2GO5ZFXbNEB!UUCOOQeKHC&nRVHuk|r>`W=_34JM^2GEI
z=lsce6dYSpUn-I4Usx1gY^qxT(aMlh*FhzKRlYTw%BkcxrWwS`%mr9GQtic4-`WRz
zBY_GC-2~8MT|%jRyL~3R+e&U@L`etGFetlD?y^cqBTHFFPQt_8qzy)~Ncw2WrqjDo
z_nmVolvK=l{VaRU;L;yHE^eL5JnE^DyJujrN5VQu<4+ZhBxZu^VQaH&%x((J8z*~*
zw(w;Z!;)NavP?5W(LdET&TWmIc9J0|M<~puCt(%$C5JIjqV;i+i=3&VNa}tECPnV5
zGBJ*syC|W$mMJKJahuaWJbtPkFC=;l_31q%_DZo*>W+>!->e+HL-Whshkg>F#s-2F
z&B+BS-mmwHqhf>?Mmq3T`Z<|E@$&)j)5Bc`r^2G(_g=(6oA!S`#nTFK!ga7-^l8h>
z!al>#+U9e`j9WS#MQi>|mQZ&flFy@=vqV?Fj}2H_i5Jx@NYPr7c(2qUpm;T2QIFRz
z6NyT?Qg^eku+YcA(=@TRnGul-Y7P@~`}~HObe{x4;WmrmUb*J<_Ri)Hho>K^@2wq{
zxjDPfqn@!x!W<LG0%5xRp<E<zIArS=rVrzu8=i>Ae(JVGRn51ZIz;{4$+7UezhBJ@
ztJrB+VL<X8+qhG+8&$>YXH1g!^S+msv`LPXd;94$gH>Hue|vtZ4;P12#y3b%jS7R8
z(Ed8J%l(2>OuwYm_(qeQ{({3%%3_D=G(t3_$sqPS=JScH{=9dpR+3wa8#%ML4UL@R
zl-wHl0Cf2D9+q}v(or9{ozC+FDG3Qx`Di-ySZlT8)Ur1NHg7fuTbI>ogeNDJJ_e@&
zgB~?hUI8}HXZ(X~ukCBJYOc7Azmxt4kP$(Ko<C0Tm@<%9{_Q0&VL$X9?gqK;AA4)X
zMtwZe)V8lVkxh2|;DQa6xS?0Jz3@hfi8qEC6*>b8O}X^-vcpraJU$L@l%VrSMAh@f
z-0NszM-}~B_ZTL+IE|~ItH+&+A1Sckci}~EHZq+_V`|R}39;;O&0}o0<kPnx(N*ey
zCy$4J)Ji=UFYlhK{?G6yr{<#|;vMv_l=ky<eoU^=%yLmq&Je4>q_nEpZLhjYXnBF6
z--CN;=eJfZ<O;u>Ww4Sf-RSFdZ4&_hzXz3yEi2PDG?Z}uuAbWGVKa{X$SCA$uWprn
zyEf`&b|~Dge^?qIjtaYI`Q_(_N*G(3iJO|q`fHf-&4<aCyG)U;+@FdWH-CHj%*Btu
z6y)G#zC$vB=R!{4L_0j&H=%g#*)uv#&6VQZLe*wTk|t(}C>MSuN;vX_Rqa4Q?hZ6F
zF)^6kgslAYXH>kHrbo{T)^}zu2x%nEM-}UrG?pq|@Z4Bzs^4iX4KKV<2MNv}Y=E(k
z<lz@j&c}C5PwV0&7P#c@K5q+uO2fg!+4}40N+IjpbFh6r?Tu(a%!Ss?hn86fxnH;S
zc4EI=5B@h1dN6c&(J>w~elq0AGX|y;htPgY+>_IN0_GTSpCWlmB6j%?adY>pDaFeP
z+v{F?1VF9nz%#vDq+mE-rK{l<tK(VC*AVdQ860OrO#FPOfY|&hQFLSBY&0heU-hVt
zx|*VNQR(jTxRGDN4}=*EC14;C@BZeBw~CCbRqOwZl`&hqIM(oD{2vd_)VJ8~{`S;{
zIW}{Uv!Y%e$Q?$R1TL?#M~_Y~P>a(DM#k9Xw9Vpi+B-65qWPPCkG9I6%Ej}Tx}LZ&
z4zrhEv>fGq2?bTmvO#o1hvy=h%wV_c#N>SVppfWBZm};f_rc=qwKNIFww>hh>U~1l
zD<)Z&j@DWRMN{mNpPG(JMa7|zI{0wjXKk^#;bA2L(VbI5q6O*Y8v#}ddCI;;mfsZb
z!)xGTZ9Q%Ez;%ozujUaSce(j$eso=YSY{Bn4$uQS7i9M@KA9&+?bWo)ZbKfF32*v`
zM+!I{t-O=<fssN?jR;nTGK-*(&i^&|nM27)JR8T;nmhdCyue;ic%TQj3F-MQ+V;!e
zIwe#2^t={xGOUt0DB6e7MPD)woFH<E7<>nx8{RvtK_uLzJN`KoLT$7SmAuD~k{;ck
zM;@z}ccpeVMN9B^A(;|=YFe4h+4pN21-UnDJp{7JApeTh)e|78g!&C!?fS)T;UX@z
zyis2|#BX($fr<6W$D<j{E|RF{C!58~G%Hs=XB=-OeSUpGyYA|wHAWF;cK8TvyWs<t
zfwwN@S<?8kn__Iso4hyU$M@5?S*>Kb;R24oLh<T>rd`|6Ep+pDK<)vah7N{NO*ca2
zR&pnP9G%=vc^sZzd@a6b&r|!gEfMpg*)Iq_!wTcO96P6a8%t-tv~35Kxqx}*;wz0q
zC0rAK{c70hrVOt%d0Q&653IkEtx!99x<ZSEO<$Av?s|PRolW(6Y#<42FSG?Rxk*@B
z9TL;{;ch~q|6K<#fPAy$?Q0eFry4VbEm%%`bpZU4Z2V*Kca2tb_?0o$IGB<47}u|c
z$3Rw;e;qHm8O9<?)gU2ruK|~d(I`8sUu<dhn1kbNaRnL=|2hgYTm1f-@lb{*M{O;y
zsHwt(l2koMhx|5@gK+)mWxk)4zN?3QmRzhjxjtJ$*XWPd=&5#6#oFPGX@+R!@AS&;
zKA`u1rx<>XbMl&x%jTBicX(<jdh)5uz;dZKZ1ic*#|l)cn;JYada$)r%v^8b$_&`~
zQcuwx!T8(ShJ*%~HQC;GUPUv~xI@4f%n*{XDl6ZG^*@9OG~h0ilV@-)o8aJXQu7u+
zRfH_wI<#lxF8k#mu{r8?HCE@=L6q6TkB?Ls=;k`v!TBEpWD+<wKHl=IaY3)hfkbrZ
z$E#evLgLp)U|)#Y7bncqm=G{EuJ8W!3X@<2=0!HKd;O{3i_^4IT8_fJQ+xo+IO`-j
zA2{*O4GGKZ3hBNwJ1Ff((I+<LpO;vjpp#g`Gw5CAQPwstRahypK}@=dn(NY&;@UE0
z*s#`(O?y2LpL@+Iq+TySS8S?PQP;yCX$}CqWy9FPg|Wi;^X<}7C2B7OlPbfO*P)j%
z&R8_`67l+h<qbo}uLI7b6GfJa-|6-Bk~*77ej4E?9EoEd^-J}pM5XT!U@?R*LO5Ba
zG2bOn+2+%y{W|$IF1mT+;cP@9k}>h6KwFEg8OG2t0Cz*i9vLVqCStLR3#UqOi?$y2
zMXRf;Ctlq3^c-_8o1A?&;atYRarx_yLrusdj5O|@38dqy>%=r)5dccyQyw6k2<)=?
zo5C5Hlw|!cCW%rvi0s4z@`z;qij9VHvIST`xgeBj0p=qxDD5ps@?v~11!iYhLEYsU
z=%)J6zVYWJ(q#FjQ|LWDmdg~qyd94TF^h;`)`V7;vmG}}OhhX0ameLOZHIRC&V3hU
z`0X)Tc$m9=WjYb}Kt5r6N2_4g?e&U^j7~-#>{cmPPN{fHCuU{+InNsx6Uo!ua3zf?
z>BN+`HDSMVn_J5oq@paA27dL&R~t#(ueqwh5Tic6n;n;;J}i?GNtyO^Um}dVob(L5
zd_{JZ%+8a0ZK3_2vq-AWb_)WVm_V-&7Y%>U9xg6*3W%~SnQwNf$YrMW@ZaVCbA7~5
zGUcp;u;ScsBjf{5y2|iwZ{FdQJB%vFsrn}l$(Vy}*Lcky-Np?_S7=TC>7F43XO^}`
zkGFSL%)Fjj9jMv18TJF25?+G^ilvh^j5`xi;bs2xZRGRco+)CA-K7(W(>-|b+9gFU
znnqfA7V`Tes~eGn(cat1>SscNcpQll58L^`-vDzF^5l!e9WU?v3BfGqJZ=#?aFpC4
zc^j1Z<(|t8pv&!`!QAv3|BUmRUGW%XCsHBjsWnWnhxuJ7)?05$%8nfqo!y29^|VX0
z#m=mAG$^UBT(9mPN)pdtW~FDCOLuvbBW=8~QnXqh$}J=+r%<vP#pc?%#LWlU{yjTN
zfpMsK#X9>S7_<v0*;_X>Wc#5{;BiTEqrR54@(7)5tHo`p_JG;St3S=)Jeu4!{^8Dq
z;-z7U;qv-Dk015n>B$RjG%_q(JtXm9Rr`ch+`F<S)b%_{u}x^6R=untG@YBZ%;W?L
zu1UDpr+pL2z^M8fnnP{G$+d-c!1#Y$FH>LzC_bWySs(J$^Pz^&O;1->c5frB8tP7c
zlTuV8TGdB7X#XrfG7*f=b}am6ug~-udrF1z+;CFQ2ov%`xNd3dVHK?sRk1})mm`@G
z(m30$y?cS+^=qsV?Rc1jiAj~SE)X6|y6*V^1=ejm0L7|pY7n<S;uMzG^XD7ledhGc
zB+$!)76}|CdEW0_UKo!`+EfMcXfOgi;>!1F^j27^=syz4sRU#<;~WI?@#+vyiU>v*
z;yxF~T%Py~RnVZ{nTI)VoK@HB>odPGx3B~7)=%w1u|=0RP9jeW4h1&5CpX^&PbcEy
zHlDZJXKl7kfRjf*!7J&3)cQdE>S9(u%%qAr{(?RcRdrW<d33MOEOsd3DmkxRGa%@@
z7O_%<efyzUXWo7CQ4kS1lgQK!9$y(QiNw-EVC9@TMl6n5J=*m{C+zMmZ6nWZhxr<@
z4hig8Sy{>iLL)X0t>H#6hLaE%U&bu^;>8RC3sby$Aaix!rad9G^nXFT_wl^MQnS72
znokj+JYNT#=o$V&nYKRs;=a+Ts61YQk;>q56tbR4-3<`j&f^f4J!dzj_W7A860tPZ
z-O)t`FGuD=v_kNfy=dzVuTpx$)ZT8~<NoHYJphec*B??IOB@We_KwzwGuMhDTtAdM
zcRvM^Bw&|V0y=Wc<t<-Z?nXV&1dzPByihuH(=5n&k{yX1^?2jswfCTu4wd`dD>tNM
z2O7fi+I<rv1jmKNrk*UC)s*BkuJ7@zQz$si;L`n@VWOQpeusta3pK~jzU^@3{rr|N
z)21OIiEJ6it(X=*RKoSkC&+AD{XSl!eYtEF?>j02<^!-)X4#w>_udk_=Jc1K6Z5}O
zfuxl&zsLfbW70f6#)c_xB*kE6W!?m2AiJtw&;58z?VwPya`8s@Twlku_4ekX@y42(
zlAgA4a0t|8WK>uqUdN&Ti?c`9bH_)P$wBJysZ`~1UfGlpu77h%fC1Xj3nc5MB=@Wy
zO*7kdy`glg+O2dz2#+mn&C1-63hQbJ{<^d7s9VNx>*Ps@%L<gv_F=U#nCtw`ZGSLG
zk)WdB5D=dnIezo!oAv76ZFRy9jq#?k3L*G*eCw4lz|JM!Px3g&N2**XV&~q^zYF!U
zz3&S&EeFKwof}^A{;-{)XZ0l(HWqq7M*N*-NNzc)g*R;71+6FZ_Yyqz5#BOu*Nc1V
z@o^f@?PmxyQ_Q{R`#T_dff~^FnqNv?d3}ALu31({RITCvnx*3per7OWdtFq73|z+3
zUwT|n!QmZ6hklQcxIAS_1eelZ0u%3_rUK0qOsgvwD{=BhD=)zK``AncETpj{^8$3B
zaC&lbSMU9g(q6x-Z7&}?Zh^z~&U(dbXilm_#BPK)hPk$|@QIOEwhcb88~LfJ3ZH9=
zVxXS)0^K>`Z}}y2es5H=x7vRTXyd;zRF<~?&_ErDuUL;{gAsi3?JY+&LL_cCOU~&w
zax@~@^Y-O$^UEJ^c=GIcv1PA=r-x9jCBgb9`-+~bRys@2{@2!kvR(p>U4zK?BJE8R
zKUK;Xe~&j`p$U~qa5u(hU`nd#1P?HPiw{2#MFcyqr%;YT?xZ`QmdZ;DLx0b;aN1(s
zw$$TaTN6g(0R39|a1%BIikH>r=X2uZj7?*cm!^i`Xrf;7RdqYP;o7#kt`!cR#%Kwy
z+R+%{4<*SZ`nJUOTD$NMM{AeHNfyB*dIru+Sjm`G$qmNPQ6i(aPVDK3CBJWec{~~z
ze5IdvbFbdeJ9O(8fNQGm8UOhE6w0(pm!EEQN^>iPs@0!kY`;|oi@#AkfsVaZa0j(q
zt8CN`g>{E$?ASm{m>PA3{TmS9kGt15l{7Iv*u43%Mj=}beGiosm1Jgi9-fW+PWqvg
z{Ppz%6;iN<>USL+u$wCrBl9`A)17@jIJCpqRRj#mo9>^zSYG6oEa+&X(pJrF|NULS
zCE}kg&#IWuq=}HNKFfRNSY*pnB<+1McmRXP^Vi56^at31Pp^+YVKX#qdUDW;9s%J^
z#_JWns$1Snl2cbc+fFwDJx9NB8iR*M`cFU{BmiCjy`P-J(<)}S<r8Ma@VCa;^*89R
zi^a?5MC_X232i)eU=WNxr<HZ}m}LmY7j?hTR`h$u+7?k2kIQX|<uq7Lb~Jj^Fn??N
z8FB0r+l`o{Ki;~6sMN^mnho)NvY1~9-HDN}$E*ZJS(ScVR}WyedB&tDwKlsC^b&h}
zAN~w2*hQa}LC_CpCHUi*OVqVSagVoNF>88gAcp`|b>ZC5?&~j?ty|<i$8)U?QY*hr
zyGv&E-M_n4G$HyqR=E0r$!a&zzOuB`tJwS>kDEz$f4K3>Jg3{W`oCSmlVrgrK_f6F
zfbB1z3xRvlx^eHBxI@5Bj9=F%o4EcP)>_5W^M&thMCfR}vF}Z;ePzf9Dn3rG#!NrS
zIT6FPt*Oqf@?!NZFN^5>($oedN!-3Nb08*+;$m+vWFo5r*J|Cks<*KkiqEY`xeXP-
z7D2RNo$_we&Yp05!OzPFC&aGcOGY-YP0IcVx<hDMnbr25qLJ(mMCinJ69?!Hj-+Z|
z9*lJ`7R%<UPPhyJCd8<R^lQr)^%D#A<<0r@Yb0b)&ovz#@;Z!@dfp`UN&3wGy6Q6%
z*Jge-cAFP@`yuSPd;6LuB(EnmF@%y~|M0vSI4p2xXi8_^Umdb!KFe@C?FY^=YRe?c
z@+4(pv{{l>`$iNvieuBpD0RwlKT2MZ)Yav4UAJ7aqAK-2xj&z?g6|u1F7qz)F+S11
zpcg_?f0-<!-=yD(QEG?G{(841EKeQXDHz{-RP6p6L*TZRbMT>CzPx+}`F6d|_4|TD
z9?H(ng!bpcKyS6KN%lK3)ql?~JSA8)-#|c5%}In&2@akNPX{DZM7~f{Z~PU-0`LZH
z%i+O3Pq2&%_UDw9UdF{)mJ>3JP8kZX1noUyc<!(nHvUj$4QcW_J`oVz(cQjTXIQwK
z()At7RZ2>FuKnS%gp&Zj6|~Rq>^|t`Wh-CqC4CPZMzOQ!3qYD*Q-7>Owor9z^Z<jn
z!8an`k4QfgDlK``<n4{4PXX_cwX|Rzti9&~;QjZ-ul9jYQ)Q2jVfryzMvf6JeEv2$
zOyASEFy3`?#GFq_-1_f7kKTP|x^W=n8UuOq;^J?N9GbcxZP;Oi%k9Yp2j1P*o>@ZU
z4%q@;4U>6(x%Uiv1644pgGjKkRWEAd<W@`QvU5$4J%#IBSs;n0lvQ}hzE<1yoS2)x
zQZ%*J#%58VFg0B=iNlW)?MLLpe<{#y<gfc5YiMUio|3sSD05Js-gF+aYm3D9=980@
zaCNb1GR@0zSC5$v972am5M?`!xBOf9?uXmjmi3PQ9rKsp2Gx=QyhF41Fn~`tPR!5G
z+j!VVfR+cuCH49P+Ac29%<O!82<vj*!|$O!WD|qtxz#U#dNLn)aE$(Z&BvI!Wr>hl
z=T1Y$PK#(Rh{Sge$q{w;P66A=RXrqL+T3F=r%13F```@{H0o<lezuKYz}xtbv7R^t
zU;~Wq*_Pv|xICa7pE|Qd|H5gkt^g4_fg~i-%%#?0vfmOw2)nqx+l)1wTpO%uOsKYK
z8<YBu*?`^!HgfYDM(QH3rXtDBS92|n;I93cJca)DW!$HbRj0ToA`1Z>cp9}+Bqo1%
z&X#_zy>tdYXIrrlGqurTp(^*+g*bQ3mHCl<9P?@VlGnz}_N|J}cLnx*6ne5cy~2Zb
zKeNCJUy8Ns)B~%dDAR9aC3Ew?MEcuq<9o0j!D6mt+J17HmA7VwjVCf+OBSk+bN8Ls
z!3Qu_kVh{+4}bDR7`$o=%u&8!-`iUb$a5`qf%-YxeRRpsP7UH2)(F|tr(ZaWK&V>!
zhhY(E_!D>TtmYkT`ek{R+q$K{er?j$0llk7vI#X>?o`^C^}utS*l!Db7VK#xDr$Ji
zyaO#8T(QixWNvDG`AJurNLrkVhS2|uKR9YA+Rh7;Qb{BC?E&LchSvmbUk-5&cf;N(
z^MQpfEg~;~ZGX?D_MY3~R*{HBkUT@@I$%Vq@1Z5tQ&$=cA;l}1JduawYS;w=*3~kq
zPJYgHXl%}n(lK(G?;(}(Vc6e`i>DcORXK^zL#RJ7dsX@i@pHyy9-ELer9|0qtQZFZ
z+n`KPO%AB*FXN(Bv!k0f9&%$A1j~KiY5|_l)r;wlc6I0jVhLFAwUuUL@~O%Pnb3)+
zMV0rTW5)*w_irRYb76zLauAPoboheYa+T5#Y8*;>Qqqq201Syuj<iFx;qBYH>kT_g
z`RA`6@5&a8=e0>7j4LyYv#{2VRE9{$buKhXUEL+?YU^<%<Av~EAnTe8h~|DkZweF}
zet!A1Txjw|<?)=y-H(1MfsSBf>rns^)Eh?sSGremeaoy}^qqu2A9qd4ZW5U(u&3Lg
z?rscw#IpVoc%!zqsV{W6uC6zMb$jje`q*Uk#*=bpTfGh4yTv01&FK@4JU5hmF@pfY
zPayxc7hAO5>^c3+;(pd^Ms8E;q>h!&A>{nLgqY#T$Nk}j3x3mE4;>8V^fz!0!N@B1
zzW=@7$71v871XZ#tq8VjZ(mfgfH2UH*f0Et3;A%vUeY)Ki}k_gFH(br-eW0ksVdpZ
z5KJZ~UxeU2l)??c<fBIiVinf=0rLCrb*}#Z7mL~zeiM#7J6DJ0eW*C~AFD<yY29dL
z=eR3sp`tI`ngtosp4*@|2hdSUWt0dKdhKkB|7r#PDDuh(w}5E^wdpxx_{ZB0ljLKc
z<5$X%g=7nuN_r*exnu(|I$~(+d>T32(`^BkF)Vft@m-!NdTpLD$_ld1MLg(m$)_`(
zS^iGX|5kZ+I+EFw!oIx+{{mp^`b&ADj$1#bB9GGNsV3#S#^>WPC+(HyRJQqUe6CO*
zP}Y4Y)uoS&l6ZXw5zzKM-?c++B$l=Uwed%im%o?`YSU9jFjMIn-R(=^EKPYIQWdtz
z(?gy;?n8s=XRbjq^xw+_EhkSHOIT`Z6`4+CksYVf+ESYKATVOm`WhXmY9Ojlhg}Gp
z@k(gD!+ld^5o_!M)dAB6;=fTAGyP^UUnS_wzWqI`k2h{R_#n}q5yOOy%Kt<DKkinz
z$_|<qgsjW8HKB?d3<?S)RUQR9!|OIVLxN<d(qys}TMo#4al3>%r{xfJjS+(v=P!C0
z@^?bJs3_(oh*|y)6)%yMTG<RZ*!V+<U25IQMfq_Y=FIEJSB@r-4ET>BVeI{5ytV0$
z3C=H~tfI$PJ3Pie`#9QkxEOaz<W^+2IS-#<IE+di9*Xv`nd&h(dBPl~s`54bM_VU4
zcc59-9<(Ny#d8{jPCN<JhHS~+@*q{cbd>#K^(8A=@^vTu00=THELl%qLrR?fbD4}k
z58}54+Eb6$armdtW~LH2pbnqIc=gE6{w;wyEA-Ipu}Cfs6*aX-55bS2ph1Dk3yU1N
z@Ms9lZhN(#_%n9H<&!%J__s$toBr_n2SvZPy)pFiQNaMlGC@Rg8IVyF9=2o9$|}rz
z8p!`y2GLQVs_s83_wg!Q^hbOUSjcXpY3+ONadlQh)E*WGpSjkh%Urc+R|OM2S*5|4
zBQfZ>!|t--g$F7sB*8i!8))t5?c|WfI^b2b7H>ZTga8%efY?g5up%q&_VGE#Hn-gA
zc4{!ibyL2-?bL|3ju20&ffhg8SZWGx(mf-i*R_2_MzqlWT}_BZ!|??^@@7r=9^RXd
zj>*1r@qX0meRu%-luYS@bd{`#pubIYS)54g2Emqlr(kYjp{irv;&}5CPSe(w1nbSt
zegjY}?kvEvq#d-0;Srwd5H=~;*PM4eWPv@u@6G_d+occ}5%;~U%@2$m1AIpm$<&2g
zBS&hw1<B`_#>}ols=a*)mvj|HEL6LUi~&g+!MyNnwb+f~i|bX%T{~}tZ)$o2*c#yF
zcY&M8`J<Lb34i)m2VnJe5ggX+J_O0i{u8XVXT#LZ=U+yrY}=BWxIhbFp%UL^uIhd>
z<(y#FIiO7XdqqJ6Aeg@reCyUx*`u-MNxuu8wUR~OR$TN!mkafiz1CjWxtb>p_=tx~
zhPVz6gmk)3Y^IzSJ0r6w6eY>Jwsy63hV@eCt!9BU8#0^&8kq83Y**tJY>t;tUD2~$
z46(DC?5Q2OE}w-E9hO$*92`qn&hNRmn+zf`v-837N^J?d%NkfAU}V$Cd+!h$%@o&p
z{gc;0|A@$1Z|BOr4|V3h4xDuxVgVh@#fS#yjMp}{)cWxB@eqQZ5`Zz#{`)rkAzVAi
zVll>O)t{H_h>=6A(}wd}o7cU5)(zjGk!`NyeT@4=?L>+az49knb0xVw8&joJMW1o?
zA&_evr~86Tc9P(fDY6<mfToU*s{(KUKC}GyFL#K<JG#1<Wb3}(eT@X)y}*C#hBr1t
z;=-2mLQm(K>SwLcYo}{SEfYfI(EpFEuK=qm?ZQ3EC^Mj7P!gg8g0zGnZP6gzDM)uW
zs0<*jbR*p$-Ju9bH-|<=IMe}Y0fD<VI{*Ja_ul=SBhNF#0rt1ox8i-@wZ16zf6hxM
zr;-#rSy);B^^{c%v`qxw#Qola(rg>i_gHjdi(B!x2-hd;nq<t;=;gh=g3;syl3TPN
zO*=lEg^*yn@xep=s+uu)!#l*8?HERo>a7h&`AoQd(B8aARPE`!0%;+Q_dAtT8=JA?
zmN#-Ib1&}>-hU8Ilc`o3#%PlOd7+TpXKv1$x^y8;V*}PsIz>IWCpV2dIke@z&uYZl
z9#<by=H_Zu4=!rayIG|v|J><syjnqJeWE5kzs>{jk2v~`%(h$OM$roji7(xA*p^}9
zW&9QFglOUP$Z2FQ++v^?R0lf6q3x&s^!9-AFTicE^~1{Ur#{(8^R&{7^d#Pd9|zZq
zlaqxYE4|m&bgZ38Q7qiENEV(E9+?T)=Gxkri4E)-@QuXU;2Q%u<90^&NtdSTZ`FS3
z(KXlXx}LQ2v&ylhz<vjNE`~wy=J?_(dS5l(2l$B>0La{)Fjsc_{K6bC`wPf+#3%h`
z`sHQ)14|Z`X^7h(KOTyZwTiCFl4xkSDe|{MD2>SVuylaGCR2gm1)vhg==9md{+TZ5
zZ?etXel^6}f&2I4qR+0sW(qyj=a6@JhMugrwWX;X;G9Rt$s>rkoB7jlpkb><Nr9Rx
z=imiIoAdk&Z7d`RT)O)bTeu+j8-1_m^Dh%XRBH(hLWILPG{XXE?0gU5EJhOrnf8MR
zmLz4$PUZo>Xn|7&+5!F)Ujb`tf<K#_%6OxOHI;{G_&2OtHoub=v#MkbD|5a2)==Ly
z`L=<y*QOSqp`BB4@^Qh7ptgw`HAZq*ff6oUZ_Sur`_5-n6{{>|e19v55)ys1x7V}G
z1!6uT<Lf6fgm-NH7!&!GZfYh@L6JOg8AbVYPIE`2^tSE-!=`r*li~Q6FlT2gg~w0h
zKHfcmWr^@T4Ply*>S^97&iP)II}%6wlS2p7y_juu?cIZcaM{Jc@I5jrYo$<u5`p2Q
zfly2S8LH7I4pmieretin=&Qr_{JKp_6LV7LcJ2;Z_y>R6r|gJrcb_Whn|`xJ-t{9k
z*{TjJ;(4?JVsIR?h~VJIQBlNs1qC*82{7fYlkwkn3bU1XVgfNB&d!~?2E-Y#lbbG-
zoqa%?aNT{fii5f&)n@n8zJ4zDs^D6GV`?ZS)Vba@t<EPUXZDQ|^$Po%_}VkCXMS@%
zmKpZEZ@w(>4tt13*wY$>aLomTriNKiWA}(+d;Q!!sShjsDc5(L>SssVh1SN}DeI`r
zg0CKVrTj_H=Y21HD>>cODm~6IXVpJ=TZ`qF?L3c2xclC&S`T~E(VZX<dNI5<5>(5b
zb@Rg`3K=!E-p)$}mFpc#w`zX9AdQ&Kz@3f)X7f~tmGMbVZAjXZ4`#EE8+bas>^$By
z_ui`fY1WczBX?Nm462LXo0FVZjGzMljHu|I+A}~COv|#8S^cB%;fXTu{<(T8;)B**
z!h9~rC|2g5p$i#Fyq)8Og@ulv8xCK5&G8o!RvO+N!@kkA2j4y|taVs&NEl*kF)8O7
z*3CXV=eKNJ%`O^`9lOxp<z&(HXy+PBJB2f?0p<Fk=c>@skG^pe4994SPe~|Gc!}5q
zcYI0M(e>bknh?>2FQpgI^yeZjn~T;8VIQyTr?FRF_6(jU|2$CCB4n3XqBF-ojG;Nw
zfq2YiYEB@Q&qg^=DJTT4MfaUk*BXwbOt~4t9wsIgv+2mOx@&|FuxDqexlV_ETM>1;
z_)+|T*QvXs;LN2S^G*7%2az2{WeQjRij}<X;?mH#y}y`<AK(}MEz@6^VB66|caL@c
zRxkS<V7{8SKU}6jC4RH8-Kcf_LVQY{U=HfGJCB_mj+Xg%VwSy^K$138Q0|dVLtxHD
z@0@OXg-hey(=gR~BU<__F}^jq*6X5M)n7P5w#~&3@0l*XY`MB|^mui$(X+|T?V(2X
zoxa7}_lJ2Y8SL&UlrJk`<PT}yzzO#n0O%+}zV<u)l>k7a0B~qTG&t=P<wgnL9sG(A
z)f~wa*Dl;b986_CI>#bSxr7<u%i<fT4;7@N!rD6sr1OeWcI>S@Ztpb^ydE;T)x2@X
z#)F18g?kV^xq(+hfbQEUrCi<`tDG|wc*cb<9!5{zMC0eqn#Mb7GZ*&F{<mWrQk8$2
z6^O^_xFkj@5srX`Pwg9Y+#F-pe$09^5#e=VyGOyXfi5UokbnGCZbFt%D^(lF5~Q41
z?;@uO9au8&Yt!*24_-ofR|k#gjL@z1KT;D=cp8OB$%l?)3i*Z}{^;Btsr8)11tG4q
zw%QM>sH`IL{XfEN>K{h6lW+)bSG1GNQs!YF`)Y`7?VAMF6DVsr)2fT{Wt$jLEW45~
zv(r!T43>y(Inu`ui6@t(a!~iFrL2JA!GDaP(GcCVzdPDZgPnWqDQaKz{IZ|sA!$$A
zs{xHN=T(i*Z-mw!!@cv(%~f37+ZRVay1uVPST*BWz2VQ4!+VXu>5uXvv*J<ZQ!WE5
zJeH~$2r};YV%ZectaGirfnl7oZbcFAmAs}!&4aJT;oU`r?u`vJuF)@p;gJN8aWFr>
z>EOKAiCLF}RUMEg=&B@PWSL2=)JdVu%`(6_6}r$}hA(>Yw`ID9IM?gc!_Y;eJlw}3
z#n)ZLm{N}7g@iFa2c7j{j5If$NLG^<A7gB+^C;`AX`N9NYu}blo_u^VEHUxOo@~Vc
zcG~Dq8mxaB5m{#;Xi+Dvn?5a)HD_?dNrP$t8eaWo-~{>88o|-ACvW$l!qvVZ*<+K1
z%ETgO+(N;lUWC=S5|MN8VmDn@VU`7#2|&xzg6X^quT(C-H=z;}St)6ustPrHG2jv^
zA;#aUHWB(WKA_vx;^gYa)_G|$8c$Ezwy`;0RqhFqwDca{=&j^AK@9I;0Zk8QJi_)N
zS5{R<#ve&uc~aRa%Y604ohz!Xei}!gv-|RMYor($RH9f|`#a}v#q;p1+7cDP2VS`X
z#4<lN)mc*GZ(+T@(?N<f+%TOqkCNuR5mrkF^{^P1=)2-a?zNS{i{{Sd4S7_WeWUf;
zWl@4WiZYY-VgfM(MEX&pI+q*;+W6Y!L|o|If=z_h<SviTc?wPFHxF<}^9E-(nS}8u
zq_Z6G#~FlXH*Ng%kp8%JL7FZd?H!VFX{E%Ho^g#&D}~-|%7$00tkL!FWOPZvK&VQp
zti<wPJ4;J}+O^+?YdGRUt%6RqYltSwdMyvV5RU`8!TfqI+4;=<+TGRG&MrwR^bePq
zH^q}11=&fTKGY7}nL)d96?LTKtSHiHxEuGsD>*}n%{87G6=PM?a|nJQsnA(I|5^B!
zL>)iR5?6cs#V0VQ;f^PQ{b$8V1*tC8*WWsLA1$`yuidvoI+;8=t<1J0WzW`+G4_`0
zAW0awEM_QhPCqL@z^yk;`A-uLJnEZHKetjQl~hzR5-DfI{~#!VcA%P7cwOQC1gOt1
zEr8nzuh{HmR<aAZM$QPr>2?%icC_DEVP?7%O?!);{<K@s4*7Skl8J%g{VN8b6^HH-
zP{o;0PRi`s3tnzdPhX0dd#dN5zjK!;|0L|O`FraEuh~;eK#c2pj5fTe>k6d9hkr>Z
zw!<)0OS}9!DnNEkjn{y$8HIkW&d+WA@FDu7VHbaxn+7>Qq1nns+<&`o4^I$v5Uw*5
z(RFv*49h~crBz+YC|S1ttl32Nw027MM7zK7-d-=Zp*zR!&wbg~IlDCX!2XW1eaJ|_
zf_-TZ@x5!0?OA5un7?fwTvtPnBrV#eH~e)Z-cD}qZEZ1|PT_qRZ01?0p%k7U7ssHX
zTA_-_-Sky`cDX7{tzKvY$60$&Afn+heE}LQ(%8>QvzOE+kD9c*PlxSl1n1T!^RTp<
zIsAdbIX<3JnLcV#y+&nl$#`?HMa06KZ<Hbt5MVvGR75EHD0d^^z;t}%;GY%g>7S!G
zZl<#&p59wD2iQ=|Hj)A#4DNLy1VZ;^ij|}h(Xagy$Z71N?iXmJKiZQNrV+OrwQM7l
zGYo}O+?(~T7?6J+`?NxX%h;)Cp}UuAcy#=l(yvlR@Z^KjQRM_uM}pdHaOmp1)A(V~
zR4w>`GQ$eH>OWD<8`9rw7ax<ak@3Xa$G!5RJE#eDnoZ|zn|C22qt<y8Va|B${kv90
zwIjGp0jDGa8HHy621gYYf~byU1sc?`*awEsXw5`U73*AGbFVv|aoj`3XVOX5k7w0?
ztm!;FS)F!u(cF8wa7fCpYI8<Bkhc2FTW+by+mac3Y9;1%5>s3f5%)G|ZR4}5_9}<?
zlNbvp%Xx;fJ2>Oiu4S7J24i!q^6qUYSUc*sJFR})An6Fd1wL2mpO4D;?=N2Ax%9^x
zHJ9lczw7<ahpyL!&-Si=P9!BFEU^FH5;S}<qD?<Amvbtu@^}c3AaT_9__>$st~>dw
z-EMR0nS{`#?}SD2%zRbes-cnTtd4P5hjW!uHG~%umW-*2>5M{SI7VE0D##4NHUgUH
z^Rav9n}3ERr3mgGdt9&U_k3dbY-Uy;bHbwRip_lS;3%f<I@)?hD7`n?YrK%;XkafT
zveiN%q*$&Zs<jr2lc4<7iPcP4+#`Q!i&Dz6a(`%RpINl@_`;cP8P6NHWo;`dcYhpC
zxr($^4orp!ig6JIebNtXN`&PMc;)SQ=KhuZP6qT<{-!)tHcB*l=4Y;sIe$@;*PPhF
z+D6J!F^{KK${sdygvfhVoCp0fDR)LLuG*rKN1KjSx5zFfiYsLb-!oKdqb$|pkG-j_
zz{c;se1TjqZiOeW^+)IFTjnw*bB&ISWFH*7J)7<0wpzmDcpzPOaEJ?n@Nb<mF@2cm
z*%bN|bYW?!*7%P$4OBB@g%XC5$(FU6@-S|R(wW_e-<xxD%I@o~N>}5Vdh5n^gL<k*
zOgkqb`#O67uY{>DZpBF@kGM5JOC)kNFY9q9l-p{*;D$qpNv-pvXdRt)%ue2m3T}@*
zO}gj$KqX&&1x=D;<sRpx6my%V<tc)lq6+?qknXH-k2K#iNh%tUvyhXm@^YV<G<7Z1
z?>$#((4*u~lNfwkFQk1Co!hB6$1-OZfKD58>A9QWd%Q+Fv`+c%ic!3OC8a@G9Cqu|
z#vMZUq7~M0O5qq8@8dGkXWSA4W8c$ko{8VG%J%w6O0D^G_XRE2M#VGscJumf40eT@
zi|_37z15?o6__DWiFE!DUt7oEi5(6Px+`TaDW9hUs7m}g*UK{~2g74G!9D(yx5gTT
zODkg62UA0zAA6iM)NUoUZ_}Gwk764M8M~6L)EeKs^eNfHa8%0KH&pZ4&R*RU9&uVY
z5LnQ^85Xx}E48tumDl87G6_rgNdM3CY)d1mI0r+*4Zy41SNPQXL|H~Az|2gNF65k#
zU>;%l(s1tEU97p>BLjaBZh{+t);MMLI5u5hDWMe2Teo;i)w<6M0OXKm^l`sWtI@)+
zWHL#1H<LLpX$`}poa}oX+@=v|-&2!p%sR5(;;}0@J<EV;X?D397FJWhi4KVEvbD7R
zdTdndSKVI{aHuB9iFJOqFI_`YR_qe{9q;t<qHffDdzQVFwSr!Ow^TSx_L$*yQaPM8
z8TJXgKG+&`q@nm($x<fQ%v@4geu3j204*q$hbG@&rj>juSgE1RWR#uF+6*Q?8qc1U
zn|zZdf^{ys72R8)JtrwdPx3DG$bR*QbeJZC0cY^^iAPya#kPG`%8-^9>s6?ZEE}(p
zn&nw+c}{s$mh>O>l!q*NjVcyajbUo#w)T%=*Vf&iHTWL)o(ZsGSopxQm)MXQ+gGKu
z_0D+W*dZ)o8N;cVTqEEw@|VbVdxbKiE@reO>+M-g-LOrnlvr<~ZamgtyzrZCozh|K
z%7G%*`xZZnq&BS8Ba21{vqd247rFfI8WoPX8yxV^KHKnCh5{ey%VySmVYe!>e4$D*
zym!0)K>$>c&3NpsFl}VuCJMDdlNFn6GL>E2wDT_1nMW#|!y@;f-Z}et-H|8%?{q!+
zN$($D9vuwEtmy{kG?(8#R6laUx=B~fdev}S2KM2{qx_NtNfkUj<#u)~^9cVKnHtV~
z|LHYQMS+2(-}dG^RvbIlyA*A0qd_M(@a7CEp9~YR!J^Y>>CT;h3-i!cDA=X)HG1Q*
zuu+M??rM!p%FkyNpql!1(Z1TUB&|5nOZPfFxRzwK_`1bPek4nOWF#`rEl4bv!Q<6+
z$T0>!5{(r3=r|HK>Sjb6YNo^UQ+_s_!`z@TzjPNeo{&%q`9JF>n4NQ(p6_AzZ*Cdi
z3EoHN`@FHg6*9rI^)sv8Ht2E5*qnevuI|a4ZZi7hIG>R1DI;oYCkPXoTa&5j?Ql2`
zP1K{#vL2Gw4gw4k6YAd$J>MT{`&@;fMe8eEMh=7YFX>8iEbU3Lq1U5^m&VKdxBJ??
zib(sK3cYzj`RTPsdhp8F|Jb8NObMf7?x2MFYk6_NKK$_umUnnWMYef1A&RQH^Hfy=
zBtf|~HBvh--Y(-j5Imf+ttfY3Ac-g-DHFIgzD_(<JHJ;~k=1P4&k2i!U!f6rOI7O0
z?*#*~SN6+#>1n$y!`k_UE?NnnH#ZyhRq}VKE&7ui4!Q1JlDCzQ2G_Q{NoBZ6WK4kw
zSWrQR;p*OHOK7(*Q-n%!t`(h}l??4V7Kk?V^^Mrs3#hW73nI`?dw=jz80DaI<Bn~*
zL3fUT=cGvhHZIxcd^RkC`1MGbT9NgPJI=v=fO}f2Tt<wqZ_&NoyXeHkMOl^$J9Jg%
zu>5Y-!;~$ZY}qK?LQ40x>h@zeMs5+?d)_m9w`(F?(MtUI83`UX*(sQ(@*VllzLWie
zwOXb|Hlwq#anPnHArUGmY3DGF%h(=r@uJAc*jVoU8#zF<F9)0mq-|l?B*QJZgE}Sc
zVTI<mYUaWG<|TQ)LN@ta{a#XCTaq{HHxK(;y}G0c5%w0SSPC7s-#G^@J`AzIj@+8i
z(dMWvsL7N%B;a0l-)k&bh-T%bR2i|@$*Ihe*5oDy9oA{j77G81Q{;-G;YrsbnfRsD
zwQCE?&sebafl*U2mk)ztJaGcdvRw5z)dP9;Mc3RjSy}}w^!{kaPJQeWK)ZC5kZ<o^
z?6hD<wyPP7aa~kg+~3)pt&6ug^FHNVYnUG1s{DK4jCv0N&Z&LjN<vRzSsuh<LDiqR
z$4^&`9sBC~7X9f{hQ5Rj@lDxkcptWf?Ys%6s-50@;Q3ZB;=u1i?fUQ*%=}C~HutRB
z?K*gLa`C*d&$kaEW(7vFf;*vR=3U>MjJq2-o-23gv*)LM$PC1bf!ID>UGo0@%_QET
z)aIqPI^GTPghD_3USb8q;jl$UYhNiZ@8o)7tNkM@L&Hq+4I*$R?j-KVH42#Gpm9RX
z*z=Nm=T!-hk%9}kXgMLt5NI7g__(et5q@xh>$uos)Ud5_|HNa@nkeA0vQBh<mvdx(
zWtP%8*SOOjeUyq0M@(SRH+$Wsl(IM8#T`HS&oPtIU|!ssq%3!FZQKaQ!Ed+a=h+Cq
zt7BI{axK>huwM!6EDX6zIawtD%gkf;Tv^15GZ#cR8q7t*6V`K;0}>~;?87jnr)5{+
zLB0$%+M64T4#R004Z_Th(!lVPH-4(h;cKJ2TC>&dKlhK_cRGCy4y>>-QC1=A)?;V%
zKo_4U=&my)>t$C5lWE948kOaga>zzSxz;YVU7Tw>fBtW9f5d<Ou`}4Ub1*RDxxBm_
zL7SO5ju_$=!3k!sE-JaV>f3LFJ6#>U`OK^_2SaV&qJn%fZKte~M~4Jli<+~p4=}y{
zk#TWpmddSpg$zSkA-<&=J*Q(NPCo~YO<?}WQXcgbQ9$P;Q#OmNdgWP1!sHm*yE}~{
zznuJAsO#=n=aSS3X?s;5?|8SD6BIuxcF%idW+lJXaObBhJoy|K<Crs7?&YzgOZM8y
z(Dz|o`!w~wXn8;veQ2K}e;G``N-^V|?e}wWn)PfNv8=+rZh0>(e@1%2My<lOh1_!L
zozbA0wY6IIvOm66iu-Z(T4R+qDcf$B1vdjHr(yNfC?*=c0*PEUk&ZD+kJ7kTwQZWv
zafUa0hptF?(n+)}TSI7CsKmpFze?*<tzwe1T`1m-@gB^MRTg^Sa(yqPHptby45&%|
z=Af46!Q4oAhE&Y??SoW0!M&BM2fc(kN-#XTw$o!|G%^otiFe!-Y)OSQ8xv}~_o!z!
zaci!vi2wKRLVKP?J^y%VIr&aDjrpcPh}_;9Lkx1OSc7LCdGlphQdIbRt%YwAQd_*U
zOKowJxXdg<xNihlcYMJI(pF$}?xj)`>smVm^D@cIrd8D@N73HhrF^q_fdI<s*MFFR
zI-6NiqE^$pZlBPhJxg{m21BsI*|cBj=a&{S>drHqwvv35cPzCkila~zyu_-&pH#Qt
z_{J>@+s(y|p1dzm>r$fI^mE=;@Ov{UG`i>!!ytluGy6Ar+@vz(_`V0qy3|TXOK-h)
zx2lN$EQek*X6O`7Oe`OGso5kfJ8#H3jwQiKK7%4N&O1B4Bxz`@VO@#sp66ESwZKH<
zt2^ff#3rVn6?Yo)EE&;4&uiQ`U0~R)MZp*Ropk2Vz2-l|Gt`)~oMkIaAvr!e;z?F<
z7Ynm19V$1_%w4XGG4(WTgdFdE?u#E>$}d*6Bn|0FMtduhYNnt9?Rc6OJ{HhLN7CQx
zjI1gv9843}!{u$wy0x;v;qS(pa@oj=`kliM%Exxs0!5>ejbLQJ>+<Vv-(DXt^@c%u
z+bcQ56UK%NnQksk2P=L@3q0O=e?P7}T=%ei4R6j&r_*P$Wp>oJSG-(OX_M4)S@_C*
zWklQgNb=;U$y<)@YQ*XpW|nMDk&%(>%Bt>kA&w5)c|!eJP-$FuTYTNi<zS+xCudY9
z;ktHV|HyT7e`?cpnvtak&gta-d<|?(gxB)x*C`^D5znqvZnT}Yj?eFndxJernyxUv
z8x7Xxxi$*=x&Br!fc0|Py`3JnKS=}(Y|ziqyu6|IamC$CJEJVJMDkaJUFtWacp>wO
z%?~(NNh4A&RU(LL{@HE(WX2&jAD8xe=*mdD{=!z`^ULv?b;!=|R^Ap;GM$JXn3QR-
zz7`9Hb>q~Dsd213@bp@?QZ)?X@G8jK>D<#=veuYOn7*_Qbk#6K#M)Y9PL?<a4A$!G
zVHpa=8b-9SYE|bb?mQSl<L-1aow>{HXlio@=`R29q2SBQNxT@3MgdoWagGFrFXvxt
zCGzU3J4j#^EO0iS-V_Nzy<S|{(x{3o4*Jhly#Lk4C~MJgWpo+dlHp+1d~RRscd1PJ
z(`B#A-yUXDwTcHL$%T;VRXq9mWApNt?Wt6`EuQ)9sS;Y`IC-+JoU;>eHnmV-ggvR6
zdHas|;{^7H&wsRFZhW2m{Q333<>wg{d-TOC_*En1R0cYdgFGQKYXJ^<o^K^s#R6Ug
zfXQB=zEz2Oers!K)7&AoSo4d?<7<^f>M|q};X~1MWv10**s(YGZZ>;w{$YJb<zC`;
zlQbi{_OqZZ{}9$-)u4tfbmVKotcMB+BxR7PIJQu+M5UzUG8N~<a*e`av-jU>LsIK@
zth%0;nJEQXH57-ft>c@Ao8NY7!L2K6MH=3BL){7G#4x2-wUZ3{@vT!*rB^#SYJ93;
z#pIygaaEImLjLr6O&io&&_jV=;cD<@u~g4J3`xmmaCOkR_ibE~y6_zLL+wT^Hg2=@
zSn28O8HTWAXiJx@I!s>Ebd$0L%X#f5Wgx~Z;<`G9?P-gvFn90_G(V%aW^}l^CcP4-
z?VN?ZQ$?tD&7LKN>OJO$N=)O6SF7AXAePLy8t~Zhhj`Gj5qh1B%1~!CqabQJG0&!4
zHhg&OkPem*h3X2v0tY{aGf4FftzmT&ZIk?Gc{6Zl1xp?V1ha31<ixGX8s<6Du_l-%
z429Ufr`%Zl{>8}9C@UxJ12RM-_IH%8-6fx`o*yugh6XgeKVI@}thoyAZ1bC0Vxwu*
z3rV7)pLMNMvsM>wV?eIm^6Cfbok?$EF`TQxZ@d5Ta41CHisHnGuPO;E5M!@|QcD~!
zV%y~VS7Or9gOx=4TTSH<PFKqhe)kWW6>?L7G|glk2X}ag^KIG(X7K)I?Uf2qF$?60
zWNJbNL54}m{8=pVNqu9#emrR3H~(^6zpi?nf8$sym?bS~`B?gpLft#hw$t*Ao?Drx
zlXKQidr@6~ABq!}v$|xyRB<}xRo{aGF9rg}H_xMXr|{_==5|&>LfNg2B1BqEDI5<5
zA4n)D_D$yX?!S7U3#)mB!q@_w>5F|WHC&a!B<Ev=*~6La;LtNDsSg(1xdqIshK4m0
zHTKx*5=bii{0PoH!QEL%=yBT~XsPW7LCUi#O(Zeu>=bZqVBPn0?d*`?ge<l>jXC2V
zC;d1Uk;)Cz+`gN<V&|UMXnr!MEk^pnkn43l92QZjLTqlXys=n1YJU^U-~ZPA7<(7C
ze5X}aPHkuUM7)A!A!Bq)Z@c94%lHhbNoqz?Z@|7fp624|V@i|uiM~ByF3bExf|{vP
zvR@*prCQiM6U37;=hycDT$bSWr<+GxRl-jlg3mEXO#bu=uw1|FGX%ezR>+9r4C>uO
zm4laDq|KMtliil7w7p!<fd>hHIbs$KU``)qbbad1vF4vGUv4G|4HX?6a5wBuT$?_L
zz*$~gjH1oV7!#$&<lA(uJ2P=|wmt_9bW3!aNp$JNNA^vYuLeyG9<}!Jz4B-DTsQt>
z7qL$U$g_oZ-}D@eiE&GXpZ{=~N@y_c2$#Zf&$Bqs`$n3AY$)Q40MZE@y$2I6n5mJp
zz&ms**?NQ7umaM<%<jxr(WM%wSGwI;oUeo_K5A4CV-5`26GB4I&_+QC0J$!L1vx~X
zV~{B(Z<ro?bedt=A+hQCt<o!`X*FXZk1q#2-YGsg(46)@Aw`<}{K_U-G^)6DS4J0P
z$yZjWm7q#~abK><Z6jlMYA^m_s+WX<sGk93NGp&bsbmVv=H^yLg%YB~^{@8H@){$J
z_`j~NDJ@o1ECo~p!&AAQxa5xLJ@3NNvS~?K=NzMavB`WXrHWi}?)=u~kImf+insY~
z1v^d7z{mi)=)PVjYSg=XTX8D_L$%#;=V3dKX)cz00v8b$tW<}%+0AufS8d(u!qG)C
ze3kfJuK=v?@z64LZ3dB)-!DH)fj9}~%h~qmYHMu@b#77vHk-ckq?$E@ujjT(!sZ_G
zeSPn_cchZCFC9WjaLkK`;*^jnF&#4Wop4b9l2HP=ni8Zeo;PxI1?-hhHhr9Swl92w
z{E&%BS*X~(`rBv>y|r%;S_`F!=QzUv86q7E#h32=&gw(_>0XCPio@!fRa_~9O8c&w
z<n&%*aIJS{wCL;XSP&f|a=lZK6yRmt__j#s<sC$uTg6l0W6izdJDWJXx8^G0<0HS%
zsFgRVlQj{~QKP*Cx#0|{*>P54GC%wxc68drcqQlbZktf(LoFBv<ilwm^KiP3o+Tlu
zq_zBN6=zAa(<;m=Gu9u#j#(-^hrzxqBa~*aFWO>VR(q60yI?h&KFJL){&`;^;BgwC
zM}~;^Vbm-;U+2rH4C`<Sx>h1ZY5BW*jWpgyNk~U4>Pj>NNl<Gr!5OHV357kxbq@w%
zJjeZ)2|wD-e(eIB>R>a*J1^yU+X=D_n8J1cA(Rt}i2V#bND>&&8Zw?3nH9cWHcqQ*
zRqG*C_48O@zuqb;YQEE`jEw3U%BXdp_6~oq|K&axs&>ioG7PupX2b|YxnI}wf9x4A
z4IleloN#{o087;%DO+Xk?ij#2D_<0{g7>T>_O!E0kF4|InU4{I!q1K`__13PZUnk|
z4b4@Hq^Ygi9)IVw?y#y_Oy}oe1*Bxib+v=0*1`0C%3(J_dOCBb>de^N$`_pB8GY_2
z64cB;3=D7}?9&$gLQ25h%oo*pWuENLIw|Pkqq=VM^DE!Idn+%OA&!gW!fp<vYKqw}
zC#s4cTnwRtY5g$Rp|h_~$<VOTgP3*S!zwEB+xIgxzwhSs%cph6u64(ivXp{1w7#sn
zE1$m@9sP_;pE#N(B?@UPf2#e$%)C>nY$QE#mFrZbeflYtd?NlR@n%Wa9|J8DTRwec
zR0acqgEMR;mP>+07J!XB|D*jH1$?WDH0bf;<7*xE=K%>i^E_kTDZ2~%L{-~zKcl1!
z^DwWNknz%=%dIg_a%*y>-lXP0cKm-KU?jfZ{`U`-=!7&c3H_sDi@b@JfjngCM+ZLg
zIKqTnAE(MSm6j<gt15!QDirQu*wK&xo?dtIk8K`5;e}vA>pQoetm>*>q@ZXaDyCkZ
zHoW6jwq+_YINo^m7b0VUATlVu*43G#`s3wdt2@vjphxa&p2(;*H$0;1+RhTzst+98
zXzl^`xwBXpIz0!WT7`=|VnjbWoA$8brDoMnuc}d^dl%gxt^e<J=OrY$ZI0(As*CRH
z))%UT508)JgU8+JH}H4-`t6)LGo7Vcm8j!nS9yBv<7?L<|J|mjHVU%f+bkni4i|1P
z{9I{TA3E9bSB3mef+(|yx?y_4xx1MbeosIc<Rhr)2e->LpI}&#nv}(v&$;JE?9ynG
zB|puaB1=kjQXB`WYw5?v7T88!K{qEfuj?fP$S9C(0l94L8cx()8)T+tX3L1*6$?um
zx_aXJn3PpZiJ5NPf+Q+xp>y523uE84-WAamWz}DXdZz~2$n9ZQOk|gsG-ZnEg|^Qg
z#HeV}|AbdmJsUm043Bn`4v)6*&(tpvy`4joMvi&NcRr{4J8bAT!CEP6D&|p5O3t%5
z!-%&0fFb+#>ci9p>nAlHl^bv7%R*!*Q~JQL#I;h_rtOTd3OVi{D8mY_Ed+MITeFzF
zb}hwh|0A|L@(e2c%+~(%kMB1U69M`INBs|a=;~;V{Y}{Du)_jMZdGc3v0n~xVCsoC
zJk|exJgxhsELMHLkF!4MEB7dxjO)T)9<n4<`^$M|U&?ci0^0O&Q13nhJlol&&B*4w
zbnusfkIy4BlSMi3&N#SmBR<wS4e4SfvEOXel;zhH3=IMAX}MK3KA!6*fQu@l&=iGi
zZOm?>WY3t~hy9-Jx##n(D}WUKx;WuriHXu0HGs-ix^&5OoEoudkm(L5H#Chb`4RB0
zk|<j;s%XpP=2f{w#_Mx(bA1hmC5pUNimXwcM`e2t7x#z(222%o1wD3lavUjNh0svG
z?!H>8#6@+y-1oTu^|Q;9CoygxK%^i3!3QwOY$16|hu~X^k(FLkN284fo5ng;a)|El
zqbL%oZA0<V;(r|O@#JLCikXkzL#9WlJ%G^^fM$W~oOYP=vo*lMxqR+PReocm3|o^z
zF*SBNdu>ffB%M7on;-Ih1k1)yu~zqdvLV}MMg>RqJyHFA+TrP)H$No)X1E-kz&6Cf
zqe~}29(-Y`r%D5`YoFcK>FgITUIpTnDb*D!#jM|s$i4?f(JNdj^-EIYuyU`ABm2+Z
z_xNnzh<aC=RuY@&k$g$bsqg1z?Ai&s56a<=42{Ij3etR<slO%6QX%I+>5U_ZR`Zp>
z7;C8n2He@@^E6YAX#Cp4HE>~|O%tOe$mcF#>-XC^7twZbaNcoKDdFskw_f`n{(_Eo
zCd5;Re{;zCv;t1kzUxruy`@>8W#$}?#4RxY@UW-ztzE7+F!`t}%JubL|IM}3uofyo
zm8vl&?v5RcrH~k5`NwkBrw>cxHER)j0rv_K7M^hUv=RFq_OEg9Xv3q1|C;|f`mYwC
zx11`_2Ev{Yn7^(39ezau<I$q(j=xY$3_1%P>?wq5^)9?m?j@`0aFKKJoqhe?tL`M&
zEKllLMSMtTX$GDmIxKoD8O#6lRMz>+<ntfjE_dJF9m5}|A+4fk#r@jK*+)4PrRp~C
zkOlg7)H}(HtO=!x8gb=>Ai5Ck`mtgNE_uRK!+j}kVmmtzcJ>G*!|m*cz7-;=XBVbR
zQKUx7iJw~GtV$r%c0(lSUM|0nt^3P(oDwM~A9Ti7Nr*`ebE|J_-pU+jWbIUumyh1u
z<OqK9r(VE+7fYNZ`KyI%VA)Q<Y<@WH&JN*nKjipJ70-|N*Jf{D3COEwRt0NN1v(0E
zljGu(;Ha<LQ|xZ;LL#O3o>OD(vU}B;%*ZsR4u)aD1<q#%cqU?!rf_?x0!kqaKCMtF
z=7&wL^L-U5ePZ*o8w+B4O-02=*dEb#H9Ha0m7OPhfd7up%>4=mT1YT>CmGz(FStQ5
zo<%YDH*YXWNSi~SVDaMdp*1oN{KkW4P}0>-q%WKGWt8;x>Lle^E8gfY@~0Nc;Jk>0
z;qZ)~^%o%gB9MtnwX#Zdg3auuzsLg4YD)WWjSv$>93P3L3^m_>3|-P@rdSnw#q7}Q
zf<-V53`oMjR==hY0hXSk@Ni0EVr2QGZe{Yq@+qjO<h_?Y+wAc_YbTn^z^$#Wn##1o
zC>oPwy4v4}bMau*S*O2dEA<O69pIw*r?_bMRS7wRE`9pw_9v=z{OFymM=xN%t33hh
zn!_`rpGmO_w$ntZUGwNA6(^wV+qfy%YUS|9ji=`(-MNTD%w!&X^<>bKU#=aPWbtgj
zAPw>I_1J9yo^CvlslVNO&X(-U3tWO_1M11NNTTEMzffvkyu79pB@NR2l`%5p(9D++
zkv%~KsP8Xah2hFI1!fYUyI>A$6{ISz4OUUn3!gslRGhUJeZjI2v^6q6k2uyZ3L?Jd
z6OMq0BaB(}C@YL~TIv5{1Yh#&>SRk|iGo^Tu4UHd=F}I<s5&K`<a_}5h&|{~B!Ou4
z-_G_v2PkfpT}_LGjyB9B1~a8_+>YcTk`H(O^2Fe>F<uEU(>82Gs7?q;i54@5k}5$A
zahc8FKbWh0Bl~~Xd0%mV#hLoj4?d5;qh6T^TbnIrn^G}%2sV^YthL>CYQG<GK26Xr
zcIcusBqFb4O<;i9jTbfp6dTX<ZlsA_=Y`Wr4juvQgnC<Fe_?*!aIuq#kuIbn8LI;J
zgOqtc1{v=1IGWxjkD?_eG3r?FqhP7taVce}KKK0GXOFv$8ChdW>T%hfo%N>ZrM0!8
zr6DYzXV#-8uZ@f+Cz^G9{O*PvanCB$mA-bUh_u?&6oN27)^-<92+mgeuh}%aT)Req
zt#2!ayz16P?>BRG*%ReJA0Dr*$mXV(sRAxMQBtUcBqog<x~HvWYK%mkfCoPoQ->B#
zwuP-T0X}o%_l|Hb^HM7PeWvRsBxWPC$)mc*`%fV127M^sNv|>p%&pk_hmoW58gh31
z4R%{-YQLX2ca}#bA11IVdoD?-%5CGKUb&0-sxvZn5B@jTf&g;ykCz7{LG%cDWx_=V
zAY57+GnffP^?gq(Vp8L+r*yQLa+oB1a-2)ErKJiLj`?DmRc>@47YPV*VbG6pufrm6
z?a5vTu^O5%X~W51c?K_LRAqsX^!?$K9iO5KpU`jn0C87n$Fo5|DiOdEV>Qhxfv3HS
zKK2Q5`)MrZu=>$8u7|ErSMx38D_|px#&qlUtxV~XX2uirnKj4{d0qV@kquQK;NPPU
zyXL0g(JK4&W-7pCYTR)uF&vgw+LRZ7SKgI}XoPx4iR>J`IH1~yfW#}e_&CN>Xr$p>
ziIuKs2nd_&VJ|2TB0b#M1cKz3kN^xZw&PiN_B~B-mD=th)>C8R@3FaxmUw?m?EJ*1
zA08ac6sKhjYGn?i*POwts@I9}(5Zq9FHV|h>Th;l`$i5+b*!|(9Rf_g8goL=-^FN_
zVss(l6Eb{%f7q2s*z-F2Dsg1fm%qHW2H0$PS5(nOicyp4S`T0@L|t94`F+EUruc7)
zS3uC)O*CyYt%1BH2K(id#AFlE;C<Y-J81BH59T{%6sLDN0BY)3cLe&B=3&olB!syP
z!ywlwtx8@+*CP4WS^%zHKsA8pxDLzkILCc&@hA>ST@@{@zs_Z8P@}@H{Z8(*+;Gn$
zv_iolwZL0yuM?GY1Ll0l<@wlul+xx_tjE4Lh39Z3;{R7Ks;O)ohXigUTQf*|Y@wLe
zsZTaYYrpt8)_x7dLpI~PuW19ZFsxOH`cHxrRca;ZDgxRcsZ4^(fE;a5J;o^5%9EU{
zYNn)Z+5cu2w72!%rLT(o<Ke!|ow4-v_THtB0b6`dtBDg6tP<f<YZol1szuGw3oE4|
zzIJs(7oP;qzrIjBw{grzvc4bPnJief6p>QEjU;cU*Nq2%OuEAc^g*!Uj{9;dLFx%?
zOvCg1oyujc>E&F2Kb%3`r+j;li&us@B7|onnXt>ak1$Ty=V`|sYiqs@Azjv)Ef$`I
zeHpg6u*s#5hZ|Sc_k&Bv=6*`)x<B6Y!p?Cd>~~YWi=6SuS0)s864yOB5wdWIG_1%z
zmfarorIrXc(@yC>Dcfy7PmgG1?s*&C<wKzSD_xLECkasv6RS>H0EUUW@Dye@DTJp(
zbkg2?(P?Y&=#e}ekH7#`-E;)$_BLB+UQG?0;UGa$rk)&b;mS0%x$k$v#MsTT2>$rp
z_SBjKSg<Tw2eNDdvef~8prxms*%mk2!*U9-;nH-uz_H525StAx{9Rbs9Rp0mZQkGO
z1fWCIWK<D?Y*N?SrXx+U%h+_|igj2yA)EVxf;iwt6d+M>vS32|J<<h!dg<+?H<PHj
z?al1vt^Mc%DzIdAQ?Wk1s&5ZXaY`E4B0IDBianomE4C`D)tr?!db%zJU8Ei0y>SKg
z+!w~TGct84tE(3|tx*bda}g;kDrPUQ`0zRXtoJ$|MzC8IW|D{=BV|(wB&NaZS4kM+
zdIhDz(yMy87;fD2vqqDUO`*4gIt0H*kNjuc4hyb(|9tf%$!rL~{KQ@&WlPr4wyx0}
zV6nibU6dvWZvSu55YT6K7a+?LKrX{r%>_vZVY}60W_93jp6peppuBtmU_nPl^YnRF
zJse=bz>UkiWljvk4Vt|LKN2D?7uNuUcPE8VoRYGyBR8AJ0$kOXa_4Qxu{srD#8sqW
z%z6%4!!)<e#INcyDDDn;9v_#6&y>YAukVqQ^9`eUazZH3NV51`xgGfM`l-xKyO^Ss
zJ0t-YNT<%9ebBJgt1h^aBIfYrL+h9JIR7A9&&Dq=HB<TuU;gZl@;-}F@pTbo3r1@p
zE|>i1<SPsHI9F{w#B%EfPnGq0PZfknudO|Zj5itr@f)yG<(YYE5U+3|XvSMtR@Cbk
zelwkLe?*10kaUa}gn2$Iqcy!jIq-#sWy1TNyz}f{-U064j62^Di5dcHnq1V?x&V&)
z_ScHr+&cDWnk56#uJ#-8_^*sN+@?O77d?KB@M~vZ+wA^atOEI%GhiGd-?ClAtoKA~
zN3Jd@)!uDyehk(W;ExpDDCW3d26EMW54@PZdZCfBQnix&m%$x$F$E9zy?YsLZBG!y
zdQ`LUU&NX&;#q};l1e;NF**}Lt(m4eySnb2?h6-n_1xM6#^R#J<)goDd3yTr*=30M
z6WldlpFuk=4L;}Kq?%ArF0h=GEU(EEhpZ1r5kz9Yt{ZXpR!0XuOk9@fNdjm@-r4g6
zZ6-Kbxb5I?R_TUNY|06N&&o7Tdt6RGvO&W~gj5Z3kjlVldU@|1(vATf_R5bc;jG)Z
zN^j&1epQ8!PpiTkL=%GZRfT{rh*`@b1^=B7b?Z8>dyM2od|@sk;8nyBQ&Rd^Qu+i<
zEo^MWFJ7bqlHc*WUc_~;AFo-<wISJyXnCsWI&Sm65K$|}(8n-M18#jI*|sro<i_2R
zETH2?Mxw%4>!9TFpS2jU-b)&2aMw}RU4M&*$Dv%8F74=O$jFA7BHnoMpTrIo{wRQ6
z>{c@6(ff7lH?%vuevaQkH}O3o;$TLQ4ahr2kkvsJqok=w$76pFZe1k_Xl&cPB=x#1
zs)Tz&rM({wuTt}m7-Uhv(b1Nx^$jIk8*TAsGuQ2po{#t#IPKtz`9V)HZKN2rw_?f<
zlc)i973tc$Vy2_aJEFC>{wJO{>kTz@+}$|4|B<H+ep>J**1G9!)5#$Mj>A~bcjL^P
zhg;wFFu+Xv&$3l}9_@$<{`gE`w!ZiVA$?q#w2=P~1$3c}q76Rn&0f`#c*AG+9Cnm-
zv^_@-XOlgSe~Mte8y@T(f4_T|%i$BkQ%s~!P#I3tj?nn~R7t-pbxHac3%}tCk_yKj
zVjXS!*28sUpqY>o`*=gM4^Ru$r6niJV%7nOFBPEi1eD{n&G=44E}jWJYeMcbr@ZjV
z+)DP{V`&2z*ejD*#S>Giv2buEAHUr~U;L?+@Vks;j{~Y{=RM<)(2}%GN@BBDl+m=>
zWcMt8m76W<00y2XuX!anea=>|!eymU#n3prbFPCM>L*kzP2F@F*uS#Mf&`Bx84vfJ
zO9OF!1TYH6bhh#Qzcfb&?KoCNIkN5>B2prVnOgXkaSad!X3}2OH?P1Z9J|E0m!iWg
z!nuB))V260RGjRbpZ4ry!t?i6Qi;ybFUsqWQgw++N;0$2r{&Nw{v8TnoQhYmCcILP
zo`ujdIF#t(67sBI`Y1=%)*IiNaAjRw!2^5AiZ8rA|BO=?HrWjw<}3lH3=gN;zcqpW
zj9tMkV5KYzprO3Z0bA&f4v^Y16zES@fG8V^5NG@t?%&c0u=H;J%moJb%UfLF8mfB7
z;s6^*+qvPbwbxeqDaI`I@yk22=?RZQ%>-dn3n&o|?jy`caXoqe%;8>sLxWg2%qojP
zuY~ulL|1)aX__r8V8%ne7<sj&OpD{+lK1bf;kVDyE<V}~Zai?7g%QcRK)===m=zb*
z4(3m33H=eA+4A2g5*xzFDZ*d8VUD>A#0nSr&_)Dl`TBjI>z<phfNO#0lvk7`4Wzur
zN?*i(WaH!vxk<ft!Dmo(358R3&peoao5R;T2{pZcF-N(txhtRi*rVp=YYXg>%7rj;
ziYPUQpK?FSdU-re3moSQ{z2<n%bA)M0f&4#npEX^%hQpzi{|CFE%6ctP)?jX`yh#L
zBr8Uz2pzV&rs(XPqR-B7tCg;47BW^AU0+R|;-HtBH_q5J20m8QSyOPWkxHql5Dgy&
zB05Gl4}J2(KYMs)COz#dv$kiHtg7}>)MS#CjRq~w|5(7EP)-1Vj|iL_T{H`6bIbBo
z4+*)KQ`-qvK6c=js!310vkF1<8)A+D92}JAk+ZDDSyR{cf-bj5cZX^V*;)uqCa>9+
z5zqf!^HKUTBCYbT@oHZFz)o=j+#&))_D>Dos_V(Sd#(eG^Jd+p>ErIh6H}ZBunAf^
zM5y-4Uh7Y>`olG6-C;Oi4foU_Y;PF)y_{@pd@zFh5}4tGogn%OOd}eBOlcYJj<6P^
z;qY5op>>=0mPSUMlI^&6WD|@3zUC5G=D1RLw|1vNVG=-gw<VtJ?H%i%4=pWYlr-Y=
zSA?roRJG@o&GLFamy2`#N1uRtKK}p8fW4l;N-Vw?BV790>Q%^KgXo0#E2BC!*G^@?
z_w^IhwD|43_1~|0NEtJ{Yt@Qlkrz~~S1hLLj+m6s({c~c3cWHvA!wH!$$-{jj7fjI
zGzv$#oMker<aG{;i)hyp)^q$4t4-zR)`C>gADWI_nvQ=E7IX3W-P~04NU!2=DGYp!
z`|R#kt2Zo`lrIu)zmk!DxV*08maCJ%P0UD7--Cpm8@-uX6Xi>#4=rm8Z2m`Fbuv;{
z>ntlbJ?#nISe>720KV(c{DLs6vltaOK5LS*qH`X^9f*=N<zSc_I?yL+B|<`y+>U*(
z9u%Lfdz;*$ly`Ita9S%+8d>-os3o5v{kwCH00{iLnEx3u8;zC`nJCQ_*FFC5z4W*I
zc6art5HvH0Yc^9XSvHeYZfH#(CTc8zrbj(qmP)<ovzpyvfpuc+7jyYNo=ktS&qE(G
zpzULa=ItUI_jCj7sIJdXNPTmP?3lkTU)dl>autKuZ1LOU<cn$K!Azv)JTzK3C%wII
zY5n*>G(DZ{Z{bY+Z6|4YaKD965&aUmGyftr-Z#R?tHl|2VFL%qe%^ILR8amG-~)0I
z2&5v#?1}9uwy>2o_lXhE2SBk6dLSWPfU^-;X1|^l&*}_{DX*MMOt=2X&U0h8>n<13
zNa~}WgI2cCrC$CNRkvDgw9X0|7t9P;6H&2$gAnR|IOC_TVE}rwG_4w?!@0<=4JKGu
zKp(+*?0B6l0LjF}M!8O!xj?AVfdKMXy3VZR_P&+3kmnLs-h7t5VwWnxZpxzcc2}k7
z+FqcQn530<=$EufEq}4x=z`2(0_Frclf7zTF{`jhWd*Ijpkf*DIk6S@{$5fj+I~km
zv_VZJLi>%H8Z<n~p0d#jX$TvAk9&whx1QmAy5Qj|ySA-}F9)Y0LPn#msJYb|OuU?g
z3LFuQ30)fI?7NOoik_Y=){I6*zro-pRhtzRvpfV0{wrupS&su`E7(b?3QzZ3+NHtF
zGYvly6c2V!ydD^9)>S-hAwOE{p-|Swz8SaRxX1F9>c54wUd>nm2@;KWm%|4Pdswt5
zPDIlio!7fy4qtf7Q{^6&Focl<;@T+zh-)yw4Yt#iJ{RKvIyh2JK_~V}5&h*n=X^Ss
zZ0^yC5uyH!&=+(Sgj|RSNZZGlIOJlFDgVIOYrYm1(6=vsYei>i(T{}Rg1yNqmV3Hg
zr6N~us}wan9^ZX9KM`bjmp^)Q=?p%HZSS-~^e6|KP)+-uk!sk?o)GnUy{AwdA8+MW
z?esUzS~(E4#LAG&j|B~L+kh9oY{ktDEY|&(2>gyLa>7%OI+|cW=@10fY<&iBdN2>#
zlJ0II%W;JQ7R^BV5Z{MKzzgObJIKMwOrcO!En_btvPhu4e}fr9RUo~}yjLxKz8e>l
z-@FPw`QW=h>yW>&LmchW*v1xOi_1mpKaq11PfPn_A9K)=(t1j_{WtQdN&H5dH#GBT
zB|MLO__mG8blh0pdN&^Okdp`I7I2CEFVYM<=8|rrdL7a7jG*bbg@JuZ;<*}e0Utr9
z`90mtq;n$?ZD}R1_*x3hs2M6RhDA<s=h94Ne7>K4-jB7%RoC;;wAmVfyX%ufMRVl<
zBbaEWQMzw@xAYg|-PNBT!;f0I{iY?c@ht}LBhIgIy1M-4v<i8b*RXANAFYi=%3r>~
z)V8QGf^sqnh(b5s_xB=LK<ru?_w1sd%g)EE)=O;^Xr{X($VhV3a|Yfd1{k>jxgn=%
zL0z47^=Ix&!x6&nnlJ7nEkneBmnI~zrZ`uB9tBnd<Jk4!Jxe$lEb8F+yT<zzqom^D
z6O-=SQ}*pUq~80nA8;;fyJo8L%$7gM%;Y_v{ZaCN{NP7$ZV4dD?T>OKPVegFax$5H
zao%%<pKWn!|21qVC2i$`+ISAj3ANa5YCot*V{@gQSVhW)3d_c@XKA|W^0h)0pqnJT
zDBdn9SsW9qFzLsBtE$J0+C<6uN1}dUk84Wmdv4$Jlfz^7&n6rdSkyZmiI~u9uEpO+
z(<#MDN-cfucqJn(*%WG{Y8=)0u3|p-7(O{o-hCl?4|<#iAx5Rbd$LZ}`KUPT8dZx8
z?{3<_B<zZdry#bA$!FM6&GnDd*^hp-7q8F@*Gwa!1%)3T6_tlnTb7y~ryxHtzj%oR
z%K%d>ZpS&nuww~@Cr{!5W&>FP7-v+>yn+orO6^h%lXlgNM!KeT;Q*BMI-b~aukYSE
zDh3Ar+}5mv>)z#(E3-`X|8bG1uMYsI=#;YGSqf8?3TM?O?|;!E<F<yT-%g^g&jISx
zF=`*mdSyU0Kv#M?-2$c8I9SLlS+$VE)nL}S0SfNW7e<c%B#f}%(Q@Edu$x4_QiSgI
znx`N(xP(=aS|2b)mm~~DuDCRP<3{TUcuang?{%NAQs-WnIs;X4+CWXr0uC9QO|AA5
z<3NBOLPGVcfjXta0X;Qj&f)^)7O*OMI@dk7Wjueh#DJ&)K><*D9WXH}H;Yc@?%fD{
ztI0`sqI*<I0A?d#H)OLwnsUS;;){Cd$T;wH1rTL^Rtoi;w`838pt-^eK}2YmKqV*m
zqn`p0w0c;iVKHG11OXyXgxRpaFETcomeduP09KptKZ^-$)py%dN<awHS<fQ|=uKnb
zXHteNB@e3oQPl--9@i3q)`YrTO~z?H+a)UHYm!sajCd7aON&UA_Ls8tsF}(OvjjZ(
zoKpoe;(PVGuw2Vpvvqvvy|v)+#7d9(dx7)i^GuT}In3@aN-fMIEp^kGC&>-R(YL#z
z*~$U};oiSqOX)aEvUalSD&oB<20f-Utl#bloF*{87ftIad|PuOu%l4xJpjQI7DN%i
zyV$a-)@l_wV8?X0O$#8+hb9&T1M(qkNd3hi!5zYxm6QPf1AnBG%#;w)K?J3k<@EBv
zXkp7$!x=A3L9)x&SB=Lz#^p~Ry%0KZPZ0Z8wgO(jMV}+Cyof`0g>h@AMzcyP{2}Qf
z(javGWc)G}zpW17bI`wM0xCd2XhC72f7-u?l49wJ&*U<X4jf`la7wZ%SH<GUK*-2r
zn&M0S?)1aS<ogF$ssP`S4IS4tX_(eE6rBx?Q>9oDyNS(612#~U7Bjnlardn{*I7y0
zY4s#Q6@1n^7f&1?WFr<PC%@}WY0B9##}5v@LTZO?O|N1=<jZOrztWZ7>+Y*EM{Da=
z-zZk$@zIenR2NRO*L<!7WDr^(`5YN@JP*l-`^QqnpNWS@VtQZCrtoOkXlleide4H=
z8_w#&tAKn^VsK*)v-9Js*mfa*3baR#(hI8>=Jkl2rw3Z*_mzd|mL9l>E*yb(6fM#x
zu>H{$5h#nL2*7|j-J&V35lc2jOPRQzI#s_ilY&3$cx8NZSCnFFttK3y^ThFDvU2<V
zuESeZUyK|HxSFc!)u(+hNW6v2rIm=h{%!x~bI@pTcdnK|$`5Y0lTy(k!IDiW+A^ec
z6_%(_KH4*cqoByu5dNwm3Q9@^QAqK~n)9~jK=Nu?HA+TBWA$tjA3&&!zQe)}@(j_^
zzj|E=kP-rQhaOa<!beLFj=s@XokmtY<&Lf{IUOCpWwS2&kfbIXc_40~s6qsU(5+JR
zNlxi>bRI(!M21m}V?HqbD*3LhTR5n%EeAX2Y7LIo#lvSj_g-E<4tsRa#*-|stz9Fu
z(_sc`k^fykBcqa75b36JTQd*G2&vLb;8pIKAeo)#XUC)qe;Ag<SC|^4B2uY%mg||B
z@@h!^O-qwMezPiF%Svp&eC4shWk*6CIUvnyKNyejj^)YycnQI@mdsSqxLP^&yDRv8
zB1MOpYY<MCEN1^o!t%4*Lo)Y7voUek!%$-@($t=zWf`$K>B;X$(&ot=7A;*0EWNH!
z>)(h|>-O-%i!FwV-Z)t}_2kC}^axzxfrl`+=Ip0w{PXXN@CS8MoeFznBj}UwrOh5q
zhm=mToNiHZvUB@!umy*sRF$O3`MtlSJxR7uym4u`iw&J$k}Kuo0|DUw<}dZ1zC4ej
z4XQBT+8JqTkSI};1}()R|H(E}MWvs^kj%=?A$1`_<05$e@9R0QZQbBbDh1E-BOa?r
zT9Loy8$7oQcIO+lvLM=@o)JKWD4+>)vW@QpQ3k{uDCPkQ>$!W{migS}DYtr*0h>Z-
zgGt*C<RcG#ESIkf6c^d#KlC9TCKk$Hdyl^ioX{Rd-S<43$(;$|bxO#Gsla6aNx+mh
zjyzM%>M6XCp!ozA(9+5fHu6(PhM|S%A(cBC|0I~&Gqo(oJJSJnmLJscG)`JH8>Nzx
zog$c(P^3#=7KdZ<7z!1-IFRlk>ECJIcaqX@7+RbsG<ENID#_9MN;v8-3302}4XT&+
zMCCtf;GR<otTY=Ss4%mPGNU3k)7;AuIYT^ftfd^}&ZPK2UatCS-#@fG{LV+mDE-~%
zuOr;IT$^+n?_oTeFdiusG<41axF+<c9^<VD3>NPbD0|o^<Q@n8MkrKmu+O=w_Um(2
zcPb5xO9Yb7T8_O_rS__SFj+~$aOnagQTYF1?5(4s+}ihX)T1aU7?e^fAT81`qyb2G
zmr65)#L!`LB$ZSehK6AzhK8{K8FGjj8tE7shK}DJJm-Di?;oGFe$QHuOA&^dz4vp+
zbzk>&cXv<p<!Y*^e{=TpJAJm2>~aR6L%DmDfw+hxO(4B;)FPJ<d|b*tKdk)Fb1?sK
z`uVEPf0$Wh-$Ov|x0+Ee5@3%^w371jMR_*b%B*e94%TIBdDSYgy~}|v=BZs`9aN=~
zLY@>L>=Os9^<T;8U)a(kMlz2s4hscmga+2?>D8+?_SH@im$aV}y?g`x_4VrEIja@7
zwE}+m9%MMu8mwqNB}N*|dYi=1*r~?%Bxd>eQ#TsN(Aud+_aw6C@+%19{`zdK6E5m@
zoEGmBx3k6Kt_VgiU8Q(86%GRgm-AAc(&z`8(mo|vK?rSF%N_6|7Go^RI^g%6v}8V_
z8qEeL5n`eCm}izsV|=R55RH3t;S69_pCm(M$`1K!Dyk8#TF)6N-j)Y8AH6b-;<Q`|
zTzy^P!mr0g6Aju8O-$;Bm#v8{$_9~A#`S(2&%O1@{=N)YL)SWQWWBe$6pc5{H?%l3
z5f%tG$alDF?x$RQj#@>OB+UNL_55+SUkw;g{*ZLDE9>_K1)^+g;}OG|%`<^Hp(<&9
zcAmP+bE6pM5mN^l^FRG>my4ev-iM;@@bLS|mu(chrd{9jD*WP?Th}1NQ!tvLWBF3$
z;4IJD5*VImn0<6QZf9M8K|t#sjl`7Nw-1($4I?~TOD;XWrsBjn&%s+rAgF)kRR*b{
z;!D{cfq7w4!@#Ks#DXar(QNew@0|%Qx4}xih$lh5b6PIm(by~Bql|UB<}NS&;(J@n
zoltjYe%Jo<7RvQ$e7j<cqd(<aphNV$IyG=hh*V@GOFs)lbm!}@#*XsdZ)Q!<wd13q
zaM<5^26WX8Su|gc`g+$_IP>bjVDi8@&(B|QuZ@X|Nnx*)G6u@Kq`o$p=yyATSM6EQ
z)Nru`UX`BQ2<)bVRcwM`dhV=1UyAo#>~*_~U1#N(i;d1Kt96b|ru_VtJ8^rbJ|zJ8
zuerIr%j5-Bf4T&o2KxE1=_KNIh-_D6N@HjQ%)WQkGvY>S#?y!0V1`p7583ZuAV^!^
zrK(T9tn{g!@ACs4*k9<Ur}N%!cY0o|l{9II<l~SkHA!aFd7RyFI&N=6e}Y%*y_}`R
z*s@7>r9bsS4DxDlgG#_I#hZYT6hSe>+!rJ^n`1DmAYHHHcyeec=M(+rMEtRc1dElj
z(|R%kv`)?OVB;4!)cN^>VXAj@C)2|IuJ|b~NoVEOl69w}tj1brvQzkxX|hlf)uH71
zBdV1rVlmc&%5fhz?;mxHKW|7-#T5G7rM8EYv+h6kK5)nc=RW%{)5I+O=&bKNCoXd^
zjGJbHj-8Cm(^eSir=ck;)HuhmWNSJgo3h^_hidT2eTJYqbl9n`as1j+Dzf%~I(!?$
z3oW<P%rCBbR(E1!p1=9)^)2Tyi>x~J{i(I7)|dn&!jy7)dnK4nqcim`coeh^48*I;
zV)|;m#Rrz^Zv92}{e35WS9E1VPnbYZ_M12M=0br*iji&iAasyVW30W6y0Z?W=p4*^
zxDW)$=Ki_9UeUF%K*SYRI?RW*o9vHh>;~MQw&vva_H>P4?lWysE>Tnh0S)u-lCx<*
z$9g2ugD~LU4`7c|FAR9M>01e7@T-;$DuKH^MEbn`N+phldeYx|4bz{EEgw!Eo!)&F
zr>GPuVHtSue*IpNuFBpWIQ-^=N5;veBHGUxZQL+U1^Z>8BTW2BE!wl68l4h;m~Bg5
zDr?EK4=ej7YE^Ve^(CCotyIK_QxWG!=x?JMXvY$9CE)Rcl;Gaj;=@q~5-viYY0UjC
z?=%`sGFmS_9`oCpi`z!`wF_&Ch>$Os)Vfv12kgBL@@@ei=G6D^@rbvH8&TVvU&lJY
z_?+DGn=9ge-gv9%tSj&B2>3(GdlCRklYjK7k@qfmq#kBBd-crD9w>XDgLFx^IKrr?
z(N~rD8=GKnFCMB3Nz&rV+TBQ)AFvZ3QD4c(B1zLzftnqVM_JgJbiWb4(r?Tcl`GGp
z*&ur?t(jE0Sjb(at{fRNl)_gjr7S7Qjae8`ry|#sIxTN!Rc7qD_46CVf8vSrkU`d2
z%7l63b^}~jW4SO)fQ2I=>_JcQS4UC845KEV*_$6*@0|wy&txdF7i@R#G!;)qdJ(GN
zBcjb>KI<r_Y1<LEm8;YAv0xl#29`}o#6>Os+!o<hSfkUEXJE)^YC*wa&G^=_qZXQ_
z=2#$xGyuSv&MLw%T+~7a9_dJw)c+>5`&w52tSasKJ-zE(+VZFL&#BN{+||F%rF(O#
z@be0_K|aLDqKs8fp7tmjf-gEx!<+S_JqVWmpg~I?P9T2>exOc$X5(xjp~%n@_QmYz
z$s~R>E&I{^vx!Us+w@|Rbmy0jA>|4R)w<dx+0GDhdkv4V*EUC)RBGLlqI@V(?k1Dk
zO<WN}7@;{Z#uyvF1KCG4JI~k;v}u!9z^&!JIEzYJi#I=x#snH5M#p<XYQ-_nN?V@3
zk6|}fGf-ge7i-PrDkOZZFvgPO@+>i?=q~z@j#=p5iXYh}nVtUTy*>f%K$p-~T)l1W
zugad2^7O~IVgT)fNLr%C=FTs5xKu1q|LDN(8pA~i8)x?dI?pj5@1-P)u8NEZ1w?1^
zi^16@UK}5JBRV9k$T+OQNia7vajfgsnS?D0E}ygV-;T$C=Qx6KgZQ1&lE+o|C73h|
z)Fo9^LgS?TgTEn$Qi_<oOEclSzN}>7@u{ilNv;rcP_0>M*sl-Ts6CDm?#SRRW<Y*>
z4U*>&HmBZS7x_)<ba)M&`|>^x>;0p=0qhQQ;BX6YFSyRT3>?Zl-1*(1$chCb$C%^t
z;R-jyMF)8_%MD>6UAU4pm*A}?lI+`Wt;IppOv~eW8}q;cLC90HAKNmg<+I#BSxw(l
zEy;Xbf;jlbqkoonfk|owVMy$>n&Fbg-BMmZ%R5DBAm*R);-KJSxmkeevOqMAqnCz$
zy4sOR_K%2S`T_&}^r8XDTW|H21zZGmZPFjz7d`g1wfv&eM{Ll5A;<Oa_4@2u+obEg
z)SAT00j2smqc1MI?#}uzyYDnFB#6N`D7kyn+bWAbyDxZ|=vl5v8*2JnIN)2Gj3#ZO
zm7{5#-zT(K%YIpkHKsFe6O(M)S9Pb3AA<m^@ySW_ZLO^_4J`ehc+*0(vaKXvN$ID>
z(nKeBqi6cHbKAdBOEdPy?b@ZE_(Dr1hKO#k*iasH=B}Ak7tcOLE6Uq7e{XvUbQ@{#
zb|mVR1^zrn1N^q@?W!p#KBkx{*i6Osv-Aqc>bt5}-Pa5{{^(*#j6N#ydT%jMs&dRE
zuFsiEB?7TXpr?4dx!I$NdOn_g68g(?#z$Yxjg6I<j%;_lXP~8ZN7JHVeVt-+43EY(
zMeG(74Ie9h+1atL9%*s6;{?!yG6)BfJMySBsL9Ne8lU0jbGPxN8;5x7cksT`Q`6$*
z-3Fhm4v5DGz$(ICaeFiD*ZNm`)xmXsKihYtdXd{dCLi!?#yugP-EM)Tn_U@1w}ha6
zcs8#XA^SLpA6cn$;Q|%|jK7tVO@V6~&1bc`cYsu9SK;0+HUc}Y-5YYA<>G}WkzVlW
zcSo;Zj$XZzGyEIe{0&~Wn5Mse%;Yh;6Z~cE)zHF|&j;TY?lfVhDMbb8xDw>_`Zj&l
z&C2rKr$S#Ce$)D5vHUK(zV936-0c4Az5*&7zc|&q(*@^aMT~OmJ_?~j<=?+5FjX|8
z<<d>ZSy8`xP;kE7EOL1MbCy>6;h2(Xtwc?bAo7Z1sCzruYv<BLCihQp8!=;A;8t8B
zKejso3wEC_##}qz2%HK^4=col(!{0GBr952`XlkC#G6SicWWgTwdrz;Y?Cti*On3o
zY|F|C#21f=$Xr=`rvNh;)}_&IqnbZ(cWwF)i>H*t_Lk?gi(2J0Ru`IIZ{W0lws+4Q
z9q`d&piU)b^e7~!s(C(Dke;XIik;`ry96T8{Vng=<K_uvy$(X8=l0Rj&*EZf3I*Z*
z;tafZi$65$rbqbhnyhbmulrC;5e+Z^mcH9@3pfTB?^5^Dm}xIgZduvE7fQgKC@Cst
zE>{I+Vp<D{!<lh4zcYggS=XYvIeMBg)0x)N-4ZF<iDIyDmY_{5b1A}KpkL|V%aa1c
zd}sEFU0;J_M64E!K!mPcO^SaT1p>2)a*G3Uxxt##k;@1{HX$1NS^Mz<;QZjy``tYC
z#{-J(=-|+2R*R&8nr|e9#RcCRQF#<Gsc*(N=@<k&en3$$yn-mR)GqubnpeY7lc6O~
z`;v7QFEDTk>}QcE%XyNkK)__sJkWNe-13RLXb6^?($!C2{3@MRK-EUcm5z~rpSg%t
zaks`5(F>lfM=|kr^Y?t@??ruvTZ=1kV<w_O9$DVVog`@@<`J8T*pFHgXpe~h!35_D
zQx(MdC>SS)mi}bk>B&!Nv?;i_0}K<!b|!F9UYCa_&}4Vo;P9w2mw`E3Hw<+L=VbU-
z9S9nMi8v`{{e3Y<i;G4G%y%KPA8ad3?TLv}6ND&+?5^ODo+I6}<@I%1E!r9*GJB`h
z-8{B)Bk3sKdVV{5jQjpJL5IY+d_e_<uV+W3p7xdAU7uPyE~~0~5Iyz0f2u=6N2BA&
z-PGHw6zn`{toKJw8jATtFp#NdBcZ^bIycC-QE;J$Gkf~l6$9Hgv%DcYO+7`$XRR^+
zM$}|C(Q<hxf|tVprrl(>Pb@B0ufUEvp(zs6J9p(erbR=Hl<1g8%3bb7Y#(V}Si{zg
z7hJQ+^t?>={1Z=Lkou>?aM`L29grhPe9t)?_vNo6WGXg4pvbQ?xb9kwUTt2IFL^L%
ziPs$$FnIj!aOmaLvky-x>i}E*?L+Xf*B7;y=__BW-;y_h0AP0-EGvCcp6-k(3s>}m
zTl!~Pr>XT@S&Ix{U-)jTdJ%?pog)KiwJ}U61G*S>?RbesqiZzIZahtic}CF8XZ-I&
zOYSU=Rovmi4LTnOwXeB^qI6Uuer@%Bw{fq|+>B9v7!lc>?|j!3F@!tlH(c+;CegSO
zo}Tp8{CzJ>Q3x2|{NxltGtSLL<bY*E7AGz^omY0ZlFqlGOU^x)XGmFFMah?dfI;T7
z;9Oq-_V?n}Gb`pB5O(#4Az7jfg?XzEa8ApUXe=Nm)z|AS1;y4F?T||)56RAMA4Lxp
z6|ocNmKT3-l3l(IGItHxY9#3vbLuZtVm;Q|^;d=MPLsU43w$yoWmwif(<SAwW=2Nx
zq-gxlBlq+h;L`Q~7P-WjoWo1yd3|ZrG}DH+a&C+=0Wc2(0St5lQkCGYWaIeri>HFp
zK=`FgWb%Iv8R`{7U3`^$I#{!XHJ4pMY$yMwU)L;$<$@b1;CG!eE79gb<{7A!*MIw@
zoC8tFOF__}ZvWQ5M-wYxbj$LK&dU#)ao-Npkdj7KrY8Z~ehHW1Dg7N)s$@&P;5?JK
zmpc07VABlprGM++G(v#quHY5zdPo8A(9v?FXR`bUOVYgj{pUBQbU&lDY)}+$Oj|)P
z<p2PJ_}dAHTC)loNkj{IMQy8tszDthw??vix)kQR5<<qL4crN`el3DdpbAWyO-XGv
zsDx+r8p@OEqViJdaiHMk3DGc(JreT@z1!B&hqC1Bs+DTcUxo(bSl^|<jn8Pt^jV8R
zp8fP+$QRh0iqSnGH<5{4W_IrReLw$(G#Bcd5g1;ZB(~Di6yc8w*rk&>KHymzEjw-(
z1>i`%aBa(yhU}_lG>E&T00H|=wrrq|$o6Op&)woKtEk`tK#+f&V4hgmqq!mg*e9OS
zOz%Lj9>MT2Bf-)f-ZK1>`Cps)`@`mAw}s>juRS~7+>d5YlS}WjT<I!}OCnCa$_B%M
zcu~2k)o?%P@TXCgmA+~UO)|3chGRuz*`~96*b(ux>>x>Q{xtBxd6)Qk3`=>N<`~Ez
z@+!}Yyl7)FDWl-9IMX@1G50T2%_bJSvRNk&<k_aju!4~3i<$mQo!y6h;NRfU(g6{3
z9C@VvU!maP1Ce$HhBUzj#dDgYfFiy?NUH#BA<r2Oo(=lGqH*N&$1`0|?Jm6u07+7Q
z=0Xa82e6>M?Wx7=O7E^N)yFQ*AzUIoVNn=u<fr?gW$(te$!`xOxd!G6Yb*(by&a8+
z?>%0r{F&ye1&Sjtemx*<-CVi5?(m+^1pnT?xT?r3L4310?ifqy+e-Y3?GY8quf(q1
z#&M=O^{$T3hrW04!OMd+Oc(Z$C|bZ**6tCVeaNi=@WpRRG2PONA4EwJF@?}_Xo6uh
z=q3WgZSxk3*sDjBF>aiNhRDA@x6=rpmUmuT!|okk$}Om?Gtrc(*Q2+P)}*%-QJGa|
z!Hj)=y12j_)dP~+`Pi7f|2L_X?=Lgvzaew`A&75#nT9IrAGaDfV_$0qWI7Lpf#xVt
zN1vLe$OXi$*E-W*Hm(Sekqu6uD$#uthUo6P{kuAKVcSyRYxv?!o$NbJKp9G&eC{Jn
zuFU@TvY)u~B*$mVjT<~_tlp<|RwX_-!n^<cOT;hzAuYLz3oqD)ZTiAt%RHUn49pn?
zuqOq>=;Ka+#}&Mu4ymgUFv=f^V=S+Ae+Zvk+e%%amC>3Pd>u<CEHCL+trB+qW{eND
zO!(TSaO>vgHE{T^&^gU;4YUi21}nwxQl99<0-KbfHMi<22V&94PoE8Ca+OxlT4G5+
zwd&pA?-7J?nm`w4Ejppk8W(p)1DEzLt<b3O$DI8YyS>d_Fg=lyhLzQsRLKR|?am<>
z$7I3<5I4pR3KG!6EEP&~{tak6?kzNY1wc1|27u?u0N|M31!u{W`}$7FRNB7<MMp+;
zS?|2NHP5paw~7y$460139Sc)~pT;fM@0*>VQGcEy&kMA1vVqlpN%6(QnMfQ7;MQ4b
zdlbPKlU)KA>SJqk@O%VvtZa}(*RuL(#_0!*Y}NMo2(Xg<{@Z7-zOP_&m)I(-c%Av|
z*DG5SQe(edQ1;#L&wvR&XHxyGP&JK8gmA09ih1eaFDf=KGZQn103cD<V9v8P&DuW-
ze>Ub4w@0ZrF;ob?`~b3v;Yi?DczE^B+zyMdXY9t@!v?A@1JwjqTrFz=Qf~NpB3Ao*
z6RdErAl<PL%<S90mC`jidqP-0?_XA>4$jI`pl^YnR(0C1@|$ZHF77$Fl(rC0E3oj*
zbqotNZRj2I$X(d9cpVW*FW7M4UO2qWPC=@pbY&YMY;8!fyp(coFC*o-hl36Ej~Qil
zLDaXoygvpd;2!KA0{serb?!}N{aVt9mXb35{Q154(YClJ)ldbk!|pohD3gCf=;OVg
zU=dyDpxZo`onQc6*vy4tlmlV&+0~(u71x=mo$onXzoX-~$d4<ma0EHx|3rb0>gKqT
znr3aG0WMzcCF-VIB;2QFn{~wj?}D6|V7ej6XHK$ct6%ku5g+xtE1ji~P&i>eE<U})
z%AXP7y{6eV`ZZfo0))1heZnh`ch{N8$u58MqKhvG_5<SWWS%c#e;Ng%NyCBivWrSh
zWT?l_X&RJ0T$^DDtt8s_9X#Q>iFA#kD5$WvB#P1MIm@ih(k)4SF`t0$`Trmc6>4tZ
z?aKA1&kH`d01=oJ!#H7YvG}j+wpSC(;8t(qB%nI#?-BUUv0ZS!mR^#WTM$XpH}wOn
z&p%mrX9q_1eV%^^`%yYeOjB<q#(1yb&kk6@Rz8KrUhUiB%+kg`qz){ST9IxBwisCE
zT+nL}`|)EQ@Bk@3-?d>)4>CS@Ew5uHxj!_=AT{NP_O0;`b`L-_6t&!u=sujBOk+b_
zz7z5~*BUFhTmyYich?N`P<x)TSTO@bCJr}q**uSSe-P0eWAokDDLpaDhay%@5(7&#
z{vlzeuAkGdC&<ASI@|uPqL%*;yZX)RqBa){W-%u$Na#Vdo{32|t)+9{5Ni=$j%8OX
zC|C<nR*J#XB5G@$Q^V23ki4@BdQ7kK2fV|hutc9QFiPmudDYbRvo*_Gc#(bYTxfr~
z2x-@En>AFLjZ6vyADVt<Q!TW|&eAO=rQ;4JXiCoCO3XO+i6*IPAc=AI)W{D`tB4DR
zGf$5>n(kH(S~M7#wxSJe(z811V2!K`%M&r8?Bky59aZ`RZtzH-AWwBUr{O}E_kt=5
zbWqROFIVjj*Jl2*X*hjCKzu}X;~H=qQ_nI%J$lZwMyYypbIs5`)IT|>a?`l}L#5iv
zqETV3l4W|nq*5z8$XI`L*T8DyJ~6;qWVp_Nk}jFa4{ITAeo+fhAAoEzc)wm7@mDE#
zvucn|4L}%`sDJ<<rgJudor9whlX3#2fqV%VECuc7VP0SmFJRi&+>B|-66U<v`$qWO
zTpzvx8=J2=pF2y9SD=rK9cbGSO-bpwo=tj=#+Br7s4|Uv|3yaS6X@w@yWTf%VZr^e
z{Mfd3%(cIe6u)VDH)MRzq~Q3e1a14JMoO8Elwj0_`00WIUvoyXF33vI!Ru5XuY4Bt
z_UUYP?cOtF66;>HaRvU;$DOBYUQN9*TEYl8_}+%78T-O=eIt202GtMEn+wr|okS~8
zI7q@Y^cDmn=Xzu)^%sZCg|}c>)4iNI=S!-|c^g8m`igCr*`Bez0z$dXHCsHRgfRm*
z+|R@%;Ba0lgLS)2jv)2IIjKKp&7Ab>z@?!BjH3|#mWDxlv8h8lZ<krc)g_CU6`Lug
zw#UG{w1!<zxE1(0vMX>U?_57mZ^r}dz@;V%3d~eXYXV456D%#*0KUM(8%Xi?fr?uA
zfTdGXJ^Hs;b4pgfQOKz%GBT<N(A-uX^Ui+4`1K|!F<qSqCcGnPXuG(?W3gSYT4LTg
zHnqJStU+mkN&_h*`saE<WhL~vcO`Fm!CTK;9qm)j-eRhgPg>>a<6^8g!5i=_@`J}t
z&?<mOV5Y-QG^Rsl(~kFyOe^UfzMatpZ3m<w;&ZpRXcF?3PIFYq8-9qr44>#$fm@}=
z%iqhYVyMLmCR&RbPe(Gcc@HzFtDqHFmxFYWu4!z*6tQz>eQ4l0KpN0DWL)!W>(vx;
z)lC)!v+n->tJW(aukJgix7e7b^K|)Pzl_d;z`c6_6O^AKN&1n!K^YZ3+>We%Om8#m
zh@0IYju*pjY!9ZvCcDarg!{RzwlkM_5GB4FvcNWANSpJ5DjFpJSy@IA*GFo<89jYk
z4Pc+C0loBN{#^r5qft>Uv=&m<u!{wL!^V!8uUcIvAfTMI#wNC?MA5)OhQq14jG9^G
z%G~^Jt0y7tPM)1+0$Ag4kT&*$92{TAnG2ldzY9#p|6CI8x$r&^25t^z049zVk0D44
zd~9LL2EZQWk!P_|HI<}zNOswpq{q<(0Z#aEtHMyk>ru|ks8=Kj=`mMR_C+OQfv6+d
z+|8Hrzvj;8WoLHVdA>0yOM=5p7WkOQtlo`|?B*R+PRhpZZ7WAVpjdc4qG|8@EsSKw
zQ~IrP+U_`}KA$@x_RiK!l)^!16F*TT=Vc$evvuR7L&|-12o%i!J`ayB+guw6?v=wg
zWcwSSb4W=Zy*NMqjFKk))07i@66QxOy_!*6J@eO}gZm*Cn2n!586ucIW1kddW$A#0
z6!TjrF7FeFKV!~<!2bi7hoBd$E-BdpLd@1b=HmT(!E@55$?|x`a2ZlAX?d3zw-)vo
zEpXhqn|(G3GZ<^3>&%xTe*Jpf`}dXWe!G35iP8>v{{y3Sodd(e9-hl_{Pk6@Jvo(E
z86&{e1Cj&O6Rdk6+6@Urzs^ys^;HQP-w@?97Zmh*4f<)c@LT4Md&D#g>`IVtT~k!Y
zpJL4I<bgK-M5${a#n|cRf?Jip|G`vP=4YN8<7bgk=_Q+9=_Q>WDqq5$-)5Qj))$Rc
z@;^dw8+-J1!jiu^T#3YB3W!TJ=6jP7xs1#ld;kg&9n$~i{*NgpRi)0KIg;<1I}egl
zAwtc!Ynw5naL;yn%FS;bFvxWK_{B-1f4Knuo2^Hj^A+Qu2uz9OERw<$n_JM*8y2{Z
zEuVmwWL>9og;jpMBX)mzT7M&4UvH-z8zTTBNY>y|ZA}5Ag74qm-#&;Qaft(=4uCD)
z-M12kbFzM3Up)^ru><$A?7tn%n|yg*onu)lA6#vfSy~z$9{E<$EO6Sb#%Dn~#a+iz
zGDVt1i2rk4?ud?g2E)ytA>ACxz#onU)at4ly5L?Z@PdH{+2y@H5!XLwl)(LXdCQVW
zOd9h6`a&^i#}C%IG;cKnKgYV0Gpwb6vefo+lz36hPD26aa-#HhPb(@(SYzoDI@Hk$
zoL*`9$4>R?Y0JjxAGU&now-fn{`k}kxNeTU3eK$2<k}^Tu;-=EvF_@%KIK@!@9`s7
z&CATMtp0m^7q64T!@44qk*ikWkype@Q@H(>%EuN4A}r@-Xv2uVyjSK?{Fd_#!`u+w
zz)#pUND3(#Ewg2IC2^<8$U?XwgE;`*7xmF{d|iU!K?7emJxy!ByUy=-w5vauWXYop
z>a+_f1M0xpm6mSNk8G)gCA9n;`H4mO)_V{ZYt8WDesxDa{>5X7&<ZaLyQe~*JzF+Q
zAjICFy&tR=Jr21<d~e#CZ9zxV|5-&MD`zVNndC!%hn+4~*YsMe1VdFrC)_p7;No^u
z3Y$t(k!SWGgTnLzlET#ajnka2ShMP@CTn|8-dSds_(4acH+vJ=&Ez)!pz8R*Y6VKx
zgU^|8ClY$-sa+eU(kCp~K}v-`2;(xMOL-)%m=%>?W)<+DPasAKK9Cpf`F2=AGWOME
zYUjN%yyo1>6x>;zTe5|&p`%!iWpa_yA@<iXx0yitQcqm=tKVt62#3ExFtkRAx8zgA
z{*h^Pf3qzGJmK7FK2p2HccA{H-Y#ikw|S$8(U1?fk(ynzS|8$Rv7((Q<rV7ps5U&Z
zpPPnO-+p5z@P=5C;U56*4T38~{|xzN@7Gf@jN$r*<mE7EhP3bQ-g2$E-()+A6vYF~
z0|*j2I9$Mx&^|BFo@<?*%lQikK&^7UsF3P?g>UMR@+r!nTtcAmMKS`(6wW<5lcFnQ
zy2O5~v;|CIDn8l2Gp^^ljVE8P(Ek~{|30rmnD6$rqsD^!BfGx-KCv%x$)v(Pj3sIN
zGXOakQn2dPaDQG<z0D?GL~cK;tms7r2|D>Fd=v9(f88AUv;Skq=qTjbC9;&5PS&n=
z5XppFT=1Jp-5?eH<|el25_lVFNko3;JSClEFZx)WXG6+62d9kN?f|0{#x!em==Mu#
z&${z;{g+)jkXf-S1Ga}u)zR$;^}YNY+hahTD*dL6{anAkhlgx0-V*wJdlF5_*5597
z<YdTP^gqt?g~r|C6&l;}DX!d9X|Eg-Y%Xpo4Nnk5_WDbqds5(FqD&M-@eXW>lfdFT
zWo7O=O#;Bc_2edK?n+L!o}Lm3=uy4L(7m;!us%i0C4iJCv2aW)=`brmMnoria>|Pn
zNJHru-~gt_1?sD8LT^<iog{#8Xw5ptibxcf+T3VO>suV^=uLl_4<J$g%2A>F!gqre
z!%{!r;uRkP8TOxRPU!z1tHJ%@a6FUaeW=H*_8!H};U#{q9?{?cWy1qL!(1lsSdtm)
z0=NQEEnFCK?gdqBG((}x+w6sy&(@wak9m;m+z^bdXSkPDv~e>Gtp~4B$4#`06DDOe
zL6E}kVEir2WcE-?x9qrBP<goPOoYG78js9=FNb3Dd8n6%XS)~d%Y$2QYXUmKx&Jyo
z(USvmd{qfi=MVAfi3lipYL1X)wr!xS<+b>>KI&0(MI~W1g}0i8hOYRXwSj-EyE2d>
zAeFA)OzzK>s(Qfo7vCptPl@pR>|G_@BR-Q3H-zu#Dk#wU&1d%|!rCbly;=g)Ypok>
z&G%m&ZEbIF1`8l?3w=ZSIyw%UKkif3jaKt7vmWG@crY?bRax%)K#P0giO^0Yx+B9Z
zmmmE1C5$umG(_FJ_Q(s`(6odKQo11|p?-XX@7%21AH}N*AO#^*j&2aRi1Px2%)wmq
zpZ9vQH!r?*`*Y0Y#)LR@Fvo1Rp>qhV-kP|tM>523oQ#`c&@_BGFWo{#?PxEfYhdBQ
ztI~6`W7}Qim?5(#^6o9BB9-4ND(ziTCW*}pX?PYWV@3%PD!0|taE^!;3t1=HFG7gO
zzU~|Rhx_)<sWUjIWkS#3A{o`lf~)r&Jv#Wl_lW16vlV17G^||Rs&&i+Nhs}0zdKSW
zJIf!lLQld0A?TyHYG_Flp)@&!SbGY|)AG^SV;H2mN)2f_!OoxZ3*_@(Ucg?jKOU#P
zA$Ql*%XI2c9Q$!GzD8~c)XmRv0Qlf<CIdJrU-XP+C^YwuXppC`@en1H?e2MQQ-g?e
zspjdgM~5z}*GrRXaZ!pufW2>X-s%r@dNUkg*?LjS8h?t7W@fhl7a_Iobp7En#5a}e
z1KyN7Mj0rik*bWO014PIFN0_uoe9X%sr0^u1Qc%6)uo8vgWy`}b(m8;>25xjv$2qX
z#dTu)eXLBRkch;62#Z-|$>jL=`S9)-O*O1caG<I8SedE#h);pqon@zy>uRYYdcwAM
zdqKStjMx<UZ=OX4dH;!_Hd1O30ay!orlH?0co0Lun(I|#Ewys0BtjIUeszHu%5TRq
zZLTCZIEV5MH69_J^7P62AxBp68v>&f>y%1W19mcGLJNu2t9I1IJ3AJY_@Y?-b*)g_
zLwiK~1&F$hy-UQ_-ga02q|2iJZ>`cZ5+VW(4T?zgA!6p(BQ)8Kij*&FS$S*cpR)l{
zMF8_t(fGU1J5@%p`Rl2^h8Nf?k$Lwo<Ss-$<pqo)x%or$C|>YL&X?79I$E^|9hR;H
z*fd7oli+}aai;E>MU4b!fC#}Nyiwl{&7)OpuUdEC0qo!Hhj>Rvu#q1`>P&NFKkbmq
z9E{ZNwHhMl1T5<_kDW}4$(z)Bs+I%8Bk{MuG}?GR<6L^nWQP;Dj_eALtgH!}Vixr0
z-<#*GXlZ4qoq0$&g+N1p)@-V2{=q995P7xR8mzRr?6*3Xk&1`;h9=TB@hNJip*qk`
zXVoiChqs5eFg=4CgE}vUu6#!&SMY-phfBk}C%;9V3VL_x*kL)jrPQr?RbzZ>;2Mmu
zh!<UHarmDHPM#CjoKgg`g~P>H+F-tCG!J42V1LGSI^WXE?U0619s6po4I3%l(aG<o
z7x^0DC{-=$_$n5?;N#yVO&!h-Mcfex?3KZFpwY=dEn87R_e;z`FMw+R(z;D`xdW(U
zE$=i-l^VDEtv7^Oi)}RABa@#k&8<@7Y_vN;V;4R%<whCIfWMPVFnzRqOJn2aXtE_I
z0-5JbtXxxBLJS`tR@S<|Uf!EwH~+9ppOU!8`}yaJDu@bO#T)>(C7GhFsC2>K%R?>Y
zu;5Ac{gbp=Y3g_e6uSRfC4Z%;^tXgTj4_@{T0KTcX^!NVyuFJ0=2d6xZO5){&R&^q
zv569cOk4qCLr@Wi?#rWK3?;C*m$6u}OH5t5AYO2~2k0*4Hmamp!KBh9VbsS10mygJ
z>_Cz)JDUT@EGkP5D3cyGMaA133C!t1`A&xq`YLETDr{W*lMPK(qu@to43pm}l?v<}
z>w<jyHvHxQbjxfb4ADtQ0Fc!cHlfY+La2yux7Pn4d^go3Qm9fq%~*ZKX!FX;bsS_S
zZBU6MHT-d*DD2wBKBEgzJFdshNF7r)jN6c^gdI7g_L*yT@nMfDWTov^qV&@*Brj#(
zn>yhRi;5Ec*G;AD0x$FR6hL#~Y@VNviYG<==jcs-@1h!hS+XmylNW9d=P+(MukDjU
zH}}ElOBxs8(tAiv*qCLfFhucDp5-%B^^^9vrzZ`&_p}TwoIT(C9Y>o`l%RQtO5Nt`
zi{ParyeG2G5fPRS%l+Jmv6A2Ce3aTeIuX4+nwmhHoMiAto|GBK#>5mQC%<zozwie~
z^-bDpnQXy_u)20tAQaYj&rrP0TIO~m5gY^4f8zjvtw&!)>8+G+zOX>-K$MLQe#h_4
zqOw0#)T`Je`7<G4d9xYBNV&U8YsFlL3x;9Du7~tG)<YNmHz`@3`44aIg;@3T_2<)(
z9eT)KAC5bV0vA8|HVXTVzZJNoVH@5=;UpEdh3PY9wNza=uFdG8vzH@?FZZ>3qcetF
zB_6)s7p>a`iX$nF{~HSY4mVIX2HpS9<qiGEe99ZMEty0$UtiV0ey<xV;L+kyHZk9M
z=W@Kq(7v!;=hsXn4s6Zf0<w~qO-36e944vZbdr2n*cR_;ngnnfneNKgQ<JC)Bn{Cn
z4zsC_K8N~q1X3Qd*d(x7M$LlFYP&)TeY>As1=a>gSM|cNaA8{J5mf3=a<I^sj{ucK
zNa$)DIBb(qtq%7Z>@?r6i_zLoHU-oltl#imr_j^Z<_Baqz*MoZfyDs8T9Q1}#r&=c
zgJ~guHUg0{WcJcob-E(9)9Vr`VMO7R(+iP77E#gxC7GE%#;v5dS$xc=X1NOb{-kgK
zjPO6#&2Vs#FR^@Z1RRWv{L@2C7+vaRaYH|UiMLh!wB;3s11|pYTQygUSH4{R-P9nP
zQvHHqu5C2HHHGfTF8fGy`!q~7{RKH$S9P4>9?j(MvIKd<YZPz8BVPasmq10Odp`xa
zdt$GN8$=!5GdIQH9!CRAdT!ZO17{;i4K-VDJjeM+$?rEdikM)^d4rkl*(1{l!lL0>
z%taLt6<(IyDF?-X6f+Wo_q@5HxKa^|l<m8mswkW&C}|dgLI8O!Zhq^E9JX_xMW77S
z8Gm}MO~s@+bR=((1gOEaRP67aTjTA`<LzYdx@2O4!dLn%W=Jo+a?G3)xM&WJxM(oy
z<Bqo%NTH*lp)R_>B}>$=nH3X~_@WSU2DRras!L{yd-{D5*P#v(dye#YG4GU_8I+AW
zJj^}90$qQJHMQ8%(m%7f#_x(kMatK_kJnAgeX<RT2Me^>gh{B`zZaAClD3fvI=o^l
zjlBA5F_PO35m>b4Wi?wag6p@+lR=k=CSkhzQHkB%utY0QWhW2Iw5Fz0A_9P6ybNb8
z_>yO)IVPuI5H>LPnDm;E>bbmPQ}$8e8sw404jccddl*26z5vbvC|@=Qf67qLF7$l5
zQfn=?7PR-c@+d?`<+(z>9d#~N`!=A1!WW)Yvx9H_qb;~<N8u&~;CcvZe>vFFE?G?e
z^|?(Eh)ROamDTywKID8FbSzqqrWd%)&EMFbJ~`RGIs1_5{gv&x_nfjl$&xWAN&sNH
z6cw^HeSOca`>ao|(b)IooL*`d(7(qJ{li7y)|LcB{F5;N+FsjCM<6`rvv3-gQXs&=
zGyKO@2b-dg1^E+`TU*l!Lz`b;vo2tj?#7R}%zqHYRz*jv{FiMdYxW=T;>APZjnLI#
zbE&Hg<~RJg!ZE`Z1e`$A+1vWQ3aB8Dp+bnPxG5<1+mJ|{CfRkET#se5EN|B|(DzEl
zyx1+*ke++&{t_#A(_ulqlknO9t`Owic>D}H-Iozr#61$5^>U4K9@9WcW2Y{3?|Ni;
zVerN)mzrfg8(a1p%p93!WzyyxN2is$1)>sj;V}YYC+t?Eq{bytuuV6vIG4<KvIS>S
zmNqXKrgh@!{l)ALpx$!;BJw=^P&W1D&1{r5wcJ5TasAdmXq$ZQRc4zWkPeG}`N;Td
zC*Tz5vgHE&H5_6LAwFtWxHJ?-L!nF;rktO@_J?7f1^5&;ws$bL@FyEuS|(vL;S3*(
z3y}~F{Mc&r(Qed+jSy`4_Wa`+Peq5pUO~SdY!qyXFV*fp*%#S&Wr=v)>GN`?74!?0
zmGuQlwkbt|KTb}teBlxgpMK{X34jIOdjSxI%xDS@2>>s4PfIS2?_NLJicbo7*`2vR
z|B^`0gLW)qpC6johV3U>5eY}fpa%Z(9OuuEUwm6h7%hcU6j?2YB1G$%DS&lILmY1&
ztR(@mpS<un&KyF$uxqy!VH8h-)V-0rNQ>d}2h<U1#cLx`LJ*6j#ZmLj^>s%;+WQkN
zz4-F<KduU`diM3LrG9NbfTROdCvdYx(RoCN3jlsk?q#uzq>xrBu8#!kkZKr`J|+#^
zck#q^zggS>wKs}Y)3m(V3bYon*=)|KEe)7vqDQt<i_yz8@JUaH7|u(5;h!l{0GSZ-
zc@56dKNsXh<=kb<GtMF34cPE5t{_+@NT)t*=^w^VK9-$%O~6_H$de|!v5lo?k&#%@
zmGQy*sw^#^Ad=3ccxz-5z*wiglI6E(Eb;Tfe^y*u-9H1$IU+*OLKbitY4g~XT+(84
zDDUbgd2SEJ5DOc^L~b5EvO1GFGIG4CRI{}(32@$zOtvn1;5~Jv?vzUdi0tO&^Ea3?
zRLefK)%bnohDdo-k%~fxu0wdpWUvQpK)ZQC0N!C(CnIeU8!+)+6V^xzUgpGRUiks&
zaWXRZLH7dWs4Dr~<R4P40I-(==sHDEPX)Y;R_kc9VlGf@ZAnQfN<O1dxwcj}ju58L
zW1(PU)yxXyr-l&P?wg>4qUZ!HvMB|a96XcnF8v?DF8veh>ke7887#|_f(ry}Zw+%C
zXLkej3%2opIPoT{Uul3GR={<#%RyTS{Y_w)`HNFJSFKRIXgwvHJB-ZPt-?uaVA=F0
zibgg;{<rY9z0$s=W1mBL`smr=VXX(uxZ}r-G@-uVZ|nu6ynXd`46@<wI-q~?W7{3o
z_6j*8=O-srjIV|Apyu$hR4DbY`HMnUF`E-D_&K?xc)~lIPUt8#D<Q(UP}F;oCI#;w
zi(O092h@I7^hmbck=v`2rUJ6`*2l{4byZZ7-J5MiN$f+=#`jX%_pIOk2n^H8OG*Wm
zONS67jC@I>fV)Or+2JS>t=VarLm31y6BOKHThn@>F<pt4R2CoIEC44pf+dBtc)V<E
z+H8u}bJK=+`}M3064LkI>s)@p7UA8{apC<#zquo{niwhj3vu$+{_Mvta-3>T_A%dI
zCwV;#0}h)A#;J56vj|<Fw5e_KX`2xc(Ets`&;182202)yJRf`ya(nRGnW&&FW3)5?
z5zSu-7&(A3tYj~~D3OB8l;nZoRhOs5%jg8}&ieM$*@dHh$bLk->jH$l6CsC7gw?*<
zC~KOFEx%u5(-@YB9@kYrUKLD<lT{05-4-T>Dg(YQoQ}^ZCttUjf%&1^MzFRWdNaB?
ziK$R-w3oQh>EIGEI2pn0>L5e<g!Te}rE)`7+WbdIt~f(s(R%A-O9IHqY+A(#yR(K4
zoufL+K!R6W5qOuf6Yr9e!VbVyM%N$(kE5-~98E?z@X$I+a!fz|1#l}JEe?12&1Zl6
zST!e^TvKXduGH)mKn7@d54%+Wtb>7h_Cxhmm%OqS{zQ+*9;P)N-`1KU#Vc)9iyPJ@
z%%x$e8j|@)z!rYk&@t`~tGz!Oi126PZ+CVY?pykbM}C|{nA87fd+e!4GyRZI&hllH
zqbqh8^6%?ada09{|0u5KAXWRJxNs}a1BvY`=B<6(@#mWB#>NH;s!_9|;s*Y8C6nq1
zps{(;zkd2gcdh^H$&RoU?Uu}>8%%}BqvV_!Tq=IpXo>U|Q7kVi2&4Q4h4>XG&o<E@
zuav+QyE4WUe0+8BS{Y+Fvot^v+7Z_sK${eMi>QlN%H*hkt$1>PyoU!NN>tS1c(2&4
zEXlm*Jm*%G*~sF&-&Dwa0YxlN)(4AGzmWApF@nzaYe4E$RC4O=l#41ZJ6?hF-bm@`
zU&|@hJ~rV;xIG7Nw;eI0O|cc{&>Z>f5_9s2r~z5JK1nh&Jti#7qjvylsWJ4a31drO
zg)TtAr$k-i{>B0iX|l}ZmYfs;<bOY_A;-W?j9)v8pfP&RJGw3B-SiK|wf)zAvnfOX
z)u%Bg!t=im3^oty+#WKTcUFa#+X62FI_K!7zc~JWk$OWS-R`yEA4*hQWxhNCw}NAI
zE$+jQEyngacE|I-O%&dik&y}hoXKQ9JAd3nVV%Si=j>vkig#!igG7$FV8>>T9*Ga{
zl(P6wk+k99Y$#)^v!&{B7%}n6Y(ly1z83iENWkQL&15l0&GxbfHNhlg;mJ2A|2Ai*
zIxlT!-J$;+0(m9-BKZo@>{22n)U-weT5(D~+MswKr*=8maJxM<YjplSbEz#<#hQ^f
zNyewBx&-HPhU_-J_`6PuSdk02zm*M&9F_B^BLDPow1T*(6ySD}Ey4YtC2!Hii%N{@
z0cnfuQbdX=damNAE~ldQl@=F!QhT@kODA3M_0L0k*PWMq)t$Y?9$w>|%en7LU?p_u
zx)JXxcXRsB6ju3F2KB8N0~XXd&Z5GS=>EOtM4mhZq8eIWt_ZD&*jk-Tn=9ar1i32s
zL|u;K+wUzvo934-p6Kik6^Beia3pB$G#HWa%q%z)WR7<FsNuW8g5V!^@hrcAY}iBH
z(O?3DyZWDvZ1KI%_9Th$$Q#=HaoxIrF<@yXYq32nsvOgCJ#*bXO-FYUq(tfEdI>y*
z2Z~A&=VN=kTt;dd=R!YE!a6O-fSkrHs>&A?_2D-@X8>Lkpy7D!3_5d1|9R;@i$1>m
znC_R324y-THP9iB#eB7TW=t;o2Za;0lE>Nd*q+m5RD%S5LzRQ5>EI=8Iv`JenZ=L2
z(ZTz^L#<^cFKt&v2q>KlAmYVRdW>6bqq0Uzeh{0#vF01LeND8or02&5j-?cazQBLA
zM(CoyZaojPmQua4l(Fu|ivrO$hPh|xM1?}WkkoD{&)|TZ7^tua=^mO<Fm~GOS@j^c
z3{-N7HzKBYeIZ*!^jxQ9Ls969&N&~GI-j_^HTGGcrrw9sF`;lH+4|o~b{Y)nyPE3w
zT-HMa%i=2Sl{#2NBukQwXOTuHA;rI+1GVIKi7C}>vJ}wEyQEf%K=YN68^>^0F-H{%
zb@x6d^6wsg^QyIlmS@LSWLMKn{3rgqdDS;;rb6|;v%fjH{LTjXtGyp1uJ%J6&t!sD
zG-(;FRzASY16>7+oN&KTr^uM0hEMbT*njpditEb{u}oKlV1A)qKAs7O<z*Eu{EeKv
zAy?biSmFGcQ8|;j!mBnOI=m>BFwBCHRDA4i4UXRmPqSpjO#k+%rik6rU!clyQ4J>+
zq61#5v2w{RVr%`UZW>{|HBt<s_|wDanMo?i{}`0rAQ4BIe1Y$AC7P|I`a@@Q&4$Fz
zT=Sb>x*)y)a1Hyd1ObN*yzAVt7_#fkWDa2`_3&a#xgXK%5<}NREOu%8&Ea@x(s5Yg
z(%^InDhkgE706DIwkV@&1jBIvc&K2jm?<QD6@*lR05lgJLQy)J7ZadOT*XUfL4ivb
zY8Dn6Z-_|f=gXKYHcMujT@dees;qc}GZo35soUZ!MzjNfwmjcza}~}?7&PW&`Y0Mc
zF(R&1>;k^=zsaED23?<@`To67o1~gZ-toOeK``N}w*r}Gh96#!&PkC|u}d9B|G;|_
z>$5w8R2xfCv-q^3-cQ^6Ql$5C_C;}S=^)bHpTHxLOh2Y;hn5MoVXU3`W<`TPt(4kg
z?dTQ>Jy;ZLcW}Od*e)9oorN_{48E?j(Fc=>FGbciwaZRHadMSj_YvD+1EQ1TT4tt}
zMWXld)IR3aMQE)tI<$cDpx##Y^3jam$i3A|9R0eNG<M)=!7S!wfms-<B$LT8CBxou
zSUh-H9-aV`if3iTwOj0P_#<gmM51VL-XHnVk0<o8@ACH;oO%uh70M%)DrXK}n~elp
zmT6Wyx3=Ah2^u(NPf3w9!}AAf9FOe9-D!ZO<q)qUYZVXm-beORwQuZ9rY+1QX|8mM
zn(Cmdwtfd4>I@88F_*|rSCF=>3+7Yr!N{M92(CK{(zS{my3uMaG~a<vM#v4XC$a=i
zWg67K6k#H{bKM7~!DvbK6nyG*#s5b1-;0cf`j+0=QaVDT`chS^L6q~)6|Pll1opPF
zC3B!6yl>3a5h$#u6ZUKm?~Xw1-Y+-o@)28=1=$~3DU_?zw&Pd}>&J$T4q>3oVMIkH
zkJm%%;e6L*5Il(p8Kjr8v(-KkpC5SF$dFp=UoOCOh5SCCDqf20yPM$bgqFqc48T<E
zp)25IIw5j83guWz9_TogBQ&auvd-<dyG108q~}$jCQ;4bvxjj{-}kugp|g~NJ{1dW
z*WUrNdP_9C13gNE<mS{tUvK!Oyu;~IRI3$Xg|!3a2z80bX$rqvnNs;A|87z|^w*%d
zG3<*++;wm;-?07RFl1-zJIm(QhuIPm1^_%)XCe6B#Iw84&t`*%)PqCkw4--CRH1m>
zIT{$Eq|f2P6l^Cn-;(v=fpXrh&8|mZX-mQ`U3TKi?8m|QYwz}Jh4%{*25U2KpT8Yi
zZ#bO&_syH#Qs>!EMJsFO92~7GsXe$F{b5SYwjphHyrq6N*?;EJf|by8eGj>L7A1sv
zi0}H=GAysWH#;k9&epdM{<KD-!tpa=9wa&76277Hz!cRMf7?{p1Vw>AJG%`ESponA
zW3q#2#Mp;t4ulrO4~R7#^>laQdN-p)C*#(X>JuspP5ul5`)8L;qTj`K8Ss-PfvvKx
z1UD$I1eK}?v(!G;-nz_oeZiE;bZ8HJ2hQLXCE4mFUj>fPi<AXJgXid)4GcYpKGcKX
zp<_)cLY35Rvg8wpv0|*XuaM=aYDiD7(xVGg(D{L}iqd;B^dYcdc|O7k_vBCpR$(#f
z89`^)`H|fw!KsH0s)2W|Z@6b+4K292^_cXYy*s*v5*m(NUXOkjEiq;#MU(ay`;N~6
z{!U#}2B(R7dePQg#KJxKR>d5`Lhm@{ZU_G7TLEYrUenS4=;%)H;&ov<!XPxTtUOy#
z%iv_P+)=(@s4aIPQ6o2XP~Eh`8rmA~)T3QzU=`PgW0#avJlyAmej_hTTok;KB;)12
ziw|uUMPwKKM>3C$|0NqI`~ccG`EK!{G5>G0G)ojqz&e!QvR)N=gYSzd7~M*?DzNWP
z5qp_-)Ow%Qc>oL@lkX`DA%_NQJndNwH1qrOqC{fpV4{S%i^4l{@wq`bf0FYB8x*R<
z#Hl8SzzgAC8(c3r<d7o%N)(PYFCBSO+SJ3KP<9972o-{M2u0LBPshq$0V|T8K?*6q
zwhpi@96u_Q8OQzT;D(EG@^Gm|QCI6(hJPw@(RSW!T(*QQlF$3?RU)U>tCFS!RaMPR
zN}eU0yR^{7zAyghCnH|W{txh+Uc8*>{tis%RIN5s-$<s6T-+nPn{PLk;}$^nd&WZC
zn0(5+(;iy=b8vuDs?68CfRORi$(9RgB1<n`r&RIm<998D=1Po6&0jqG*QY~?QW;n%
zwwau4r=e~5G%7MOuV?UA7;7<pRFt;MU?e2d<ZBVm?IWgxJ5R&_WnYnTwk+~E+i=gr
z{$gBQtOUoQHkT>(BZVzA5m^(3Ec;ckmcokEv95jCgHO%?t90=W)Wq;Eg(!2zXtGA7
z?4D;tQ@EP&2|>;Na?(6$ncVdF3Sib6NImPJ52uF;8Y^kHvo2RYeRn6z9$W3rYeme(
z7#-%jSZ-B}j@CTVq)tgM@1If(EZW^LoU7ZYBPh2XTo7O}Fi4UcZ)EFG4vrl*kaqoL
zrKbl&hvNIDK`{edqd#2I*hAPRzmz;=iVRnoy)=@WbI4<1n9zK`C-m?0xan)>2m`Zp
z3r&pgk|K3^l{(<1N}94xi<kX3r`9(HaV!pL3tNSL<}d;ynC!I>Ii!IPqz)>cr;cze
z4<xj*NL6dM+7~X*O04EBmc+D1{U-r_kz*T`>S^@Rx$&8al7?bRsAE*Qrux2q9T;);
zwbFT@!SXn9E2G<0(mc=~CCaQ6J=MSZ^{GNd<R$7@)*;>8*fe~_*5iG>O3OY%fhjea
z{jQJ)0Q;y5dj{(yD_ITXO-lkQo?Tzcfb}7eHJa*YEA(5Pc`cOY`MZ23o_$Ao2RGEf
z!Ub484g~6TK05bJ41{J^=;IA4kHC{WWiZ^ss^Y4OF$+CU8Exg}mwkG$;4F$(6-tdL
zG%+F=B?tA(_ATkd&<~+h=7y%e#p0#EGQk!nD7geyuGlE+c(r)Rl+Iin!4W7?6fVOW
zui1QI_SmN!Wk@Rif*usudPL7)jjUoHX|eHY5jID!;vlZpiA4sgWwOO`loWYGoxWgy
z@)*OKC)Ykvfpv2fb3LLMSh@w7EN97qr(bdYHByKc@Ov00B;I0MvhXf7*FgpSk>b*M
zr`W?zxntV))WEl|UY)*SBS+e3`BwKn{W1~PQHmbH-{b{!$9`e{-E!C+Rq}i&euqs!
zG3Hai{%P}oad}Xwt8*n`2Y)X4*5`eqb;XyC^-%H*t74V{!+8m|0$APcwA>wo@tjHE
z%$+QD4(#6kHR!q95~!|p>d7ziF@%18Pxgl9k~1W9Y%gfQz<Ky1qOkd*5Oa3p#xJ;d
z#c=w{cD;!#9c#C8<@TPA;QghGK<jfJ_x74a&ycIxt)zBGNaWZ~XN{nV@2akH_um!b
zgb6BY)^SodckjfxplHD5ymwQy0M)=CXiPF3<1cUd1+>pXwqAP%md#eeNB!r!mmpjH
zR5YX^W8gx=h7h?tlVg^xOEVUcIch0F52$6<--5?)p6lcr{``?nmFnZ0A$w?>Vk;{e
zc^U{0kF{X<^#b%h%`=c)RB@usXgl1^vD!gRL<_wQ`RjA!_%*&#`v<eRqI~0_>m@}K
z2tTK#$J22(NtEa6H%0|+Nby9RHhrDEtkXlXekRgEi6EgqyV`{skKrqw175&HOvoG#
zx!8rP<BK?0cQfCZEF84#UZt0`@S6`#yf@yjsP?Cay{q)i+p`YCRWJQ^;}mk>JBVMu
zE=Qm}Kcof*W&FRNfli^(W^ZU|!zSvYc9YC3PZ!-22*AqPT{^!7a40H#0`O(}&Zp-~
z@SixYgdsLlGX2L9jkm*!=hllNH9u*|R@APF%api;hniKNi`f;(?LkzI?JLknFh2qN
z$ql2AXC)_pKFI=1DZJ6ug^aA6%-6Ruhb{dA>OvT<XdLg*p^PsyHwqseEHyeqr`Bg`
zN{9DHn%BD1(9opg5KHPGNPRZI$W2SQ`4~EnCL>a$s1qY6Dix#DdO~TXcI{67`_CUQ
z5(ewV4HHIo;_sqY8Px0SKg<I~afX;BF1-NHlU;Ef;dx+8PN~+s3O)Nan}VtW?20Z}
z+|Z6rNBPBH>m~fVa`W><`odmw>wBMr6StQsBADauBt>A5Gc)c9pCiF9`mMY39yraf
zs>w0Knyrf9+47Q8CRe5OY>z@ZP9;P^p%w-y+dgZJ#|wkd<L)=ye@vN4B)4~JF*)nr
z1D2>}Pa3o+|Dlt*`f>js=Hfq}LaT9NdI;8IPPw^Lu6;u&{q@NQKnZYKUeF%T0RTN0
zpUC6LSI>F`4=kQPc`<)pw%PGQ7c5`6k8R=SdI_p}Y<~CBwW+PDwzC_;8o8z$bVa=i
zR^*=|Clbuu<5@%gdc;5yRs8+`(e)otO>NKnIE*541<|V_C{+cOjv_TkQKa`?14@zJ
zLoWdv3K9ebq=WPtsiA`+ARskB=pa3bp-2x9-W|O6^S!^d{_j~UK?UMDvu96v=GimM
z)rWxLWZvU)KDtF4b-SK$24w*80Y1dNQQFf^Iy&?^ai??+_9XX9t^K+h*d}6hq&4%&
z(H*nNz763~K9T9?>3Ml-Nn*D7uG8M#A9t7K>)oBRH-IBCsLQEcA6w*IF--#{TCzR)
z>1O@?*m-0QR8LCh4?8-T1Y`xB>oycK_evWRO5YnHTxXIfi<(NVREv*fw}xmuAI-eo
z6}@3sITxmvf^;sCxOuxh4}N6Lzxy~AEd0HgFKm*=2+E;@!&ZY`$pRsZ@&5zu`zBZ<
zt^(f^!;#yGAL~~Pb|&^!>bE<LFZBg_&0TIU7-yF4x?{DXX;Nz$HWf&``0~}MM1-#G
z_8@m`4=XcUo;$R)h68FymIMXGw6@Noj?&{poY)P)U?V?I7eSd44fTz%Hr|z?cM=ql
zynVxKC-wK;u^zxZjIGNR^k77nqC9BBhj<`G!y?<)u^xOHGEPOG#uoASmQ<bMu1!t^
zHRd3%W&ll7jtQ37jRvt|WeJv8z*lxfV>g$V@g<w+Hm>iJ!xAro-M**7Z?&XvMBBb>
z)L|t;7R~K`IgZ^_-dGeUU_ZG{E(QA&&FacA%P~1C{Utnv`rhewpW(0Nxy$P!7Iwsf
zC@)O!hKMU()8Ap)hN-WBSZCUsQfFq>zU{i0rI?%Zdo<iiU)7~>d`@ZK;6Bp%I8f^I
z(Bu0orIYXEJm)o;E6^S`Si$~7-1Cv9dg4K<hE!$JSVa|Z@~)SG$3__P<re#zk0+nO
zScs`HT0rD-lRp%E|Nic2(64Zt3jKCo(539(4?fm%JD1C}PEmS1rjwN-1VgkD6mdSE
zn~`Ewe-Va7P)loj)Y(bxtQn!*aoG-cot>?=YD#Lqj@SM;L2+OTRk7z~7#X&0Eb*jZ
zN<(8^`n>+1n~*6a++x=6ayTEUZ>SbvSA+|ME(L186Hz<*wcf~P>{;u5nFNRc$x@1?
zUz8zDhe5B<`Ubiu2(b|l&+}GD!N7Ca|Fdm?b9n-x;iNKpuBHg?+ityD1SC=+@ib*)
zFvqm=irtBPrs3Ko1GbTj_cDG;D8T?zs-BpZVfbc0lB~_4S#&;Gzl~^~9&dkHtLnLJ
z^j0%vS`tFrHK)s#IimaN5GyLBWS`Ax3V!-S@BhG>=CmO_0o9*;GfjY>yj;dSJ&<tQ
z2h(kM{vK=Y6jS;AxEm%EvhosCt>Fl}Ddq~wHH{M|82s+1`a|XRoaQ<Nx%5MZbO^~v
z#vh{bZl-TZqgJ7o&&Fb-g32W2rdQ@R4%F?Z>Ud$K<;JqnJfcwcNUUKni}k`1n6(6q
zv}P3r#qJr!#m&>*U+U=tK1oX)GDvw&oRUBFY8gA-I8e%-g^!qQibEQgStp%7r?y>l
zTY%Zb!*ty1!!h0@+qFdA?qWw7wPPM5g!l7q*211Q2D9`F-BSD=#JW@JCSV`@^NX9S
zGCXt6vb^JqYR^oIUv;W#FFO9WV-+F4$$A##zpfHsDle+4V%c6+_LyHIiq8-XO7@_b
zDTwCzso)%qtHVRE<XcvnDLSjq#>R$qy=f^(*LhJ|>)W3p$f)|=Ckx#*4PQ3&hpMWi
z_bJ5vOSPYjrI{Kb9UXW-J1-|Uc?8_2IZs>QU6MgnRS8`}W><swVzZZxmY(TveQ8lg
zJU?+^M)9=n;m=O_41X^>?Z^$flzSamnB&y5*jhI=I9mH4QPJhtUk8SF!@zC#3I95S
z8ip9^x;s02-f6!PA)qN?ZhI@+{`WvlViVzZ<Q`EO+J`k#XNN_b!-D|Iu&;)`%gi?$
z>DU#;TxVUC^J$!;`&ehRv|DvdT)Fz>4<p%PbKnP_jjzsYYU78!(e6yKQvM#1t(BGC
zBB*>_1-sdya$(!yN66Z%??GyJ{Ea_ehb+m)JWFn8D~6vZ?<}Q68DiffhaDE*&(U9C
zbAt3}m*;A5%amw#I6+Gai%+4hQ`LYDYEN7>8ch@xKO(N@Z=akX#?76~YXVV#4I7u1
z8O%3x)mcWMp>1|-Z1F%@+uiv6iYt4JxfS_=8@afPP%g`&ibuwhDjJ&k6KwIR({42`
zgslXK;#r|Y0+3^Dk0VcRaq-%=l1+8D{mQ{Y?PHh)(*LMlhQ~Ah1ACZ0mm7egWm}Fr
zh0wlBG7S7Cg7|@r4R<U|Wq%mz+!gn?B?f=nEE5cOUyi$34y>C_P|dz!b{l7*SCSHX
zovFw&+6fwAgD)dTW#E#vDljs~yIFro({&m5m=Ljfu~NIwA+_`CWtkCQ&YW;~oX%rj
z<>=_^OmOTqsr`e8ldu*yv^%FZ80h=&CGH_~j<*n4I`>on64|)dOw_KfBkAqRaSLz@
zuEHU)DPHYTr7Fu(ryv@;LQ_>Ryl)p-H1V)i@#T;`Av)YTD#s4=mT#{AW^iE)C1W8a
zd0QCQNIx>Ho`BBITYGnFH0k7c%hqd%wqZ_vdc3GPchr3zFGgI4*AhOp;)wfJUP`H%
zewS?_Z<aGRRTbGtO<QE6rmMe#Si-QB><K6oqfCW?bC+XDKzAMKg`G5=zI!7-Dwrv@
z1Rs!mL(x7u&f64O-sG#6#F~(k=|^{buoeV+KeZByfn%=!!7#-uAYf+IgD;FXH@AkU
zWZEfHRfWA}OUSv*>+P`A^E@Y0>pwDSGK7W_qKC&aZ^y=uo?J7pL0Cfly3DrlLk7Ao
z(nGd1PRuwZstOQShrq{^fZp|AP`C#^z&DJnOswBs2c@__7uU_|*uMXz8tUBr>KnAE
zl#m;nCfO;pwOe}^JU>&1Zv5}j<Mr`e62wqt?gJLYY}b9wJ?(Un!N+8GHQlUPO+n#X
z^Zk2Hjp-GWMmN*XY!ZtP=|~yz#BZF~um-%yd`m!VDN#4J2AVS`lK)z)g#XB79S~xG
z#andCt7hOwV{?5lRnGgB!BS$BLN+GE(ZobjDTw3$y+SMs!5s#vxSa5f+Da-HUXQCu
z3_Mh3lKO<gig$lag=7QZ1ONxP8@wplb?qmLW{iI8EejUBY=+6XP7HRVW8c78cG*zu
zmEb~vcfDS_212+VW5O+L);AfM+@|u!vE~!v+Nm_zX?ZdriuM7EOWU?7#!3|vZie`6
zm2|U@T*IcAKJElz-eZ|Ro`L{T8=Lpa_hfVXBAg$ncQ!QcyJRYC6AE80O=R0swkgF7
z7}n=LVV6lyD?>49_*m2Nr*@~US(4F=f|7iK|MAn!G_5o`zF_m)<c*E1`o(-g!h_AZ
zFWJ7M<1TJm#+X*x$VND9PL>}IuLLgm-;1Ahp(13JxS8aYxIMz?FEMv=Yh`#0maL#}
z%3W;LLK#b9VJa*f8y>c02N7U}AWHU3{{=;}c(J8z75KSGkym5e8CMwXq}}iS9P_!>
zq`d<J@zVoOQr-`2OeJEHX6vU>@>IG6+(S9{EZ7vK2Z4K`=QpPi0ZCHrz*$FCFAinM
z(<M5(khNm(SSzNw#*O$-<Zysntnd{@gL{>ob32AbOrhM)UaeJL3D0*DMH~~@{H#AX
zF%-IBr5-MMUCB#gXv%lpDH`HVlP)5M@;jT%#jl(HMr#+w0zjlC+=;pHu_!RljuVAd
z|3tKwD9xCbX!ntk>*o{|_WYb30VLtIuisEoyS1i~kr7(EzIuCk3LqY#`@MHrbHDuR
zfA7dwSnS-xYzCja0}aHU1&6c>Zg6zp_pymeF|#rTrt@FPQiPm2_IB1RqTWi-2>bH{
z?Q!!Vg5ml)cQaLeRQp_iW^Yh#^2Ch>(!BWS$v`A$d+E<maGQ9YJErmYU-`NY$2S_{
z`uzvD)<Zp`_k=XDC2x82gS97Cm%$geNC3ulpRhA~Q+(rt*XMNYoeK7N^W%FU<$cal
z%eWr8Rohl74h6w$Sfsu+*|w8!ki^-1F%Pe6i*Foi`Cwdc9J9H;f^}dXmXn(maHwJd
zcm<^BdzHgoaxiuLv?US}DK6b`c<fa091U9gTK*u^2zy_A=DQeR{!z#h_&_3LMQ$0C
zH~Q)3c*Ro!8#Jg@3#~n4v;E6`xp7~5sJz!8coxGE_0-k8NHVUWnDQo-3Qg3I)$?|2
zQC8!tnB$l!aa`Z9d!XKrSFPPnN59LuAriIZ$fq9xH%&A&hjIp3zZR%YZ^Ci~W0w{r
zMSP|_)Zum?{*wjUJvD^R?IRt<;%Y$y*IB||z53Aa$LV+J8DeqlJAvt!!n}uXF45fq
z2lYc3Y<E+T*e?5c?(ZN`rlAnLL+YvV-}th~OZb*nQoqmI;6Htw^GnI&y^e4{c{~<W
zVxAQ}scpc-<F0&JP25^vOtvYbGV)rdI%x2Fe#5YYR8`@%x0lk;WZ*FGe)<wn+X`Q?
z-Kk=F@TY@sj!6FDh4}N*P7@%KAPDJoDXOF8Q>Yycznp;XcHgW0wa-|A{Ql$`_p$nf
z_|)P$Gfe8OlZFqf$VsNKn`{|?af8hp(SI25|7e*>7Hi#k967cWi9eeI=BS38=JBfK
z{!FDM(5!MfiaXmz0Da-WJgLuxXo^!a=7%4^O9!EOwxVW5^<_>i9VX|<HcG}Qd!rX`
z3!x#Up`ixY``?(JaGe1*b#+Dzq~#_d_4OCg7iMe#a1u=N%RPO5#b_?E`khjP$AP|y
z8?GC7<wEXG)lt!jRn4Kdk+ciZxqDxaSG4ccuWe-yaUr$#yttO=>vcgf*eiLN`>T?Q
z=v?^Cu*?zilX-RiCAImT(E~D>lli~BLt);*CZ&vE5ey2te_L+b&YYcEZSToCgL>k2
zbZYS0eL7sc)A8AfnM?QCq@O#hxP9)1ol?TF1|<sM*4*~?NHHn?Pv%b5NPReqX*Jyl
z9+tNvc0J7;?lPsX_25mRrhdUprmxOO?%Fc~bqKj#r#)nwc9?Uo_m^>QWo{KAJDUUT
zrQ3_v(=sSxX6zoknr35{Y2|t;_ZTNjxA$|@E<!Cn+<GWS>E%i^PK4o4)|k=fi=zI&
zA({}(@8M5IuH6fjd^wcO@%48+qo?-lVgcf$;e7GeF{oxq=;hTZ{H}$*OW}K=aOegq
zsdqa`OV8{n<Rod@-r1#Zrkb{^7v6Pfu==aI>+z?!jG`aeJJM#wVC@_sG(21$5<Dqk
zqo3%==VaDcC!T>j6=b|{!3lD*zAsrq2LF;#pk#x1$MhZB{l$~e5x>taX2QBhT@!iN
z*)`Df(zf`xDO;}Zol!53mth*j|9Yl($l(^dAxPfOHD+418`N&bSi#yqoZtE`$6-^t
z*70Rg*xx$wmibnW_sade`S~m8KQQz0M<8dvcjUo>^TexgyU~lh3_Zi5hF%~Y7k@?(
zaqGY<j+2{@PYGK0jXT@3UPpI!C|fuA*-6T?)Q?oPbZ~?7_MnK5dL-p{WJmr`yY({G
zm*M4M2>{B9_}2P@S29=jOz8!Hily|ulSN<9`tnVn7rXPda?H5eBxZAORWncb+ci1|
zkv2D>RgsNio7(wjCusiqoQQZv6P{cX+tYHg`YLEP4btyoaOhOfwo>O~XlIqnB=Xxg
zrI%rtrkQFBr+}b<VOD={0>*zP{ygkRaMh7im9{zfZk;LS-M}e(AZQ@!bN@|USps|4
zF6n%DubZ{czH8<)E%Ft{(sb_+Mr3r){Hp75Yt&=$P|Sz`h+`=3I|#gn#DlZ&4oQV8
zW3@dQ=aShP*1u+hM!H{hoF|gABa_Ovrosv<{P4lCu{E5^9m@SGSQcanbas&c=7V*2
z`rALx2MDp&?yc;2wR~$@esMiT9Wc+DZ~yA<FvMR8o;tafTfOW?kbI~4ruYOv3ITBU
z?3&|8(v&kIr&wC!WsjNPe1BomQ9;({REJArld$_pT|Kj$C>hgCKUWQ5Rw{k^S`uF=
zUD+${=7&%I53@*r=|`w+O%!*xdyYgI7uDu3*)xqcHjzqw;~I%Uks3z_+R#{t+0M3%
z=5~6Yg4%Hy9^x0)Y3s;SMs@D0NLf@_+3&62yb)md9vz%SwH2Stl1VyzUpez!pGiun
z`~Nz+QZ(}lKYhSwQ$BSQC{56Qh3>R8fhRKHJ{w^yB@;-f@+rZ*VdtlVjm=Wm+&b5d
z8%EqIbAy$t^*VK&d7iljG&E=LY_g`;@SE1?o|oE+BzdkXRk|`-k<ExS$337-$H?5;
z4d>Y#;IKq9>}(S~)5Fp%l=5F#5Kja_qmZl|Q4>7w3-}tkcx;KZ4A*y++YjWC^;JfO
zQ0Yeog{?4pJ?-U#@^7L)o{EuA@;CdCb03PnXW}U?#n3v<h5(cVt^trG?7!rTIj+Rr
ztaTn8_qRXvA^I)}c8Yr^D^#sc|Mjm{c?Wc}e{)=B3B(K;(hVJ+4=nMSHqF1gv?apY
zj{JY)4>`5}5DiVvg7Qjc?BH<KdHHJfUdvK032ucB<+~6+UyO<;6;<|FwS;OCs4J4F
zc`I$kgJa_$HkBmz?u=*SF5G9r9px`12__s)c?9h@btmo(iobk$Isq``Lo_>n@Pjyn
zjK9_^1*%nVuk?zswg_I17gtx56(K%K%ZOI?Sw4iGSBe4XOo7C>3;IQmCX>dZ)b9<|
z%@(*A=!Eeq0rAX%zJ_I?J>!J->Gxn8?EV?AVDe6|(TLoNY$`9ne9-T+h9kz*hcCdi
zTugBI=Co99G-022Zp7VznPD<7>bR>z2pBUd<N&xFz%nhBaN92TaI+T_4Q59OFg*s9
zgwLZzwR2Tyuj%J$j$jb@e+5+kid-M922<_n8cJrjM4*_Dtu=W`YirlGR2_4J?f+4$
ziP%ha)3Qqc?$yMj_VXS;|K$RZRLCj@#CqdKb^U}W&@hOXQ+9eYh1~QBTo={@G$QJy
zXT4m&n42aT(P~MC;iYXYG(u~uoNWLxOE6}H=V6i$fh;>JYVGIq#Xah^a(GtS%AWP-
zoY=Y`!F=06Wk}AD->dh2VYU`TZHz@gJ#d^4GI&u3;(X06<i;DoH>1SJzWLyQ?3-^c
zcAI8^!3s_NJ76j|h8CWX2eN8hTkE~8FNn)TmsQB*_|bjxUNo3mKK5X1?(`#{3aHt|
z4bR`-tx1KG6rnz>u3U}+l+>J#J>xQXa*ze04l;24&lO^rXT)GydA}-0XtcJZ@C;QI
ze^{%f_Wt~pN=-z6M@yYSVpp$Ve-8iXSoKZS4TghH{Np=a#*1-74%#|(c3y;w$dZ(~
z4~a49)doLbHB#y=$!cV{B>zrri(<_KJ^oydw<2$scAjs*A1!<6RK0Dz1hD=1&Q3F6
zv`!nShLjM9i8&=KS%FLJH+zxJdr1(5vsz|u)a5_VN`BPMi!Fp>ijVGty*QZueb4rd
za~^-^pN#7PnHS3+GETV5dcyqLy?dHpzKDYAn)>#Y+f~>S;O@89I?r!?OBCGf1z>~^
zUPnsAy59d0%DJrlSmByM11s(K0Q}FeO+9>YUg{uwrTS19?S9ZU$ju?Vjx$cY=lID<
zwD3O?lZ}80-z=veAtGMCe*8b>s+;^{vrNk>eq*LZT)zl{!LXkX5`jIB9gxtN)VVmA
zZ&h^C`NXZ+{bCEu>JS*ygOT$|&US&$9^3U?g5*c!@ZAfbkg#@Rz4SsSMC&o+l|>oV
zTH_N}2G&6Z!`yn%4l*)Uk?k_XbL(r{84$M`(tHN^xb2Tiy@ALiq|6uC*}+eJ3tTei
z=sq(a*AgWERO#hkP=oS_;N5_2A*e^kU3HRp#);5cpXMuMwCgaapV=h2Mj5`h9DG=~
z^Ori#GwvDX?ges63-)qUlLh?Q)22!_)FdgCEqEEUf?_~N2bx=3zizXDDD_G=X^BnV
znfR|&chu&JcvWV??~ullx!rLWV&m(OT?3Tbc_N1F_k?#QFOSt)HJNFkIP-%%-s(Ww
zdC4{%L<>Bk6ORJZs%FY9wx)6mMdnH)=xxs51<^f4T6~IOp7=jHr1VbxX0`^%(qqsI
zqO2zr-!XXRXt;W2N>6WOaoT%M=`^4=%u}XG!7Uv>zW?aNY_n2>hL)^qiVyffF>Imz
z$^Q%$(|6$PJx&;`TzMtKXI2dkYz11DOPQ~J<O~W}Wc3f86sz@VJt<Xz<7g;%PDqtl
z5n_$+s~q(>mQCN_ukA#cKErXAgZ7(q2yMMVCg=u6!vCQ3E-1T;vUV&*0(j<)VM9JB
zjPXcFwEb5|f9c+=tdzQyUDGHC{MsQpW>AJdf1rAt(BA{4u5?$eGAJ4Y7?NoQB{l7W
zcYrl2j0=QRwb|ba0~|g<INQ0dh4i)zhJl>(xn^*&P_8Lb+WP_=%zPAn5B?H*0B5AA
zfB2YOhst|i%DRFk*0Wdg!)rLP=*g)3q@a($xIYm$-U!%ScZGGS-%db;a&UP-I-^>g
zjz@zCpC+@CfH7)~K-sU&AOITIO{_MEkjLzZ%P&=}BH;oF*}dMy!yt%W4lilPlS09v
z-EXW4$MF+?S__zhOwLT#1Z~rXR0-qlcC-5Bn|+i^JU4Gn!8p^z{=dVg$1kM(V?YEI
z7RlP}<uzJf_1jFhwf0W0LuH=azLA$5d!eqTTCs3^yy2%vu-9B#q`Q;L)y93;w2Tu}
zLm!+_!P4itKrh86UPKOl@TH<&FC8u*Gebbx4mQj!1tUq=lLPY^vHNWK2{L78(qG!G
z^m@wi@bSb(>Z~(-d3t8R3u=p-(wEbp_xR2cWj+dvTv0bI$V(pv@KjPt-MP+a!y@U1
zv5$yn99*ykP`5k%Cm^`uTX`PTLa9DV?cbjC$J@8D$w=HcSWOPhTy))6ejndM&ZD+E
zN@B@DK@a{;pOL_^65%p)gvQ2H9JoKr%Ln<RhG=`CMer#hi>1_Y#ib~MEhI)$RRf`Y
zMCveE`@$2+))BUO{CniLnKTF9x6a`;nGFmiZXqEfO5!bh+375mIgledkHr*kG2h!7
zHFVsX-;l}6`o^t{>yuW<hh7}a9A~FOZGZp!Qh(%lSx^&6gdmqa?NLkIc5o!y>tGwW
zd4`ERaO@|VX~A@538;&Teo{1g!Qc@n+k$lO#k-!wzCHVf&+gASJGA4n8O78GoBRVg
z3vV{N)h<S_e?uk0Hk5O$($CSPz~e?<jsE&?Tu^WJ;K3UYkMIv4=mE2!&6_1lcWis$
zgU#x4r25g2&2&?Gc?=O(`ep6|J)0v0)ThBE`#vI)4*k}!9slNb6T188BNDhd#h*XF
z<XG($;gQTa5rQchx*96_S!uzK$tC)KE|UV_#J7IM<)uzu<c%a-=@Bn2W>Fja{sCwI
zplzLnc?RW}i?bX<QX&uXxzFHI6Vt!#DqZSNYQ@ls;j%|nH)l6#>8E*)?c0IIQ<u<-
zpMXtut0ouTd%5*23;zOjhF6*Ck3vI9+QB&9)9ui7FU0EBVWT0ZvZH4c`gYTi=~6}A
zkXu;}%HFezGv6`Zw?$ctQNBb*)k%)>(^>L>xHVStrt3R7&-mdZg5vp9fGen_t~f#z
zYL?UQkV`y~c%esPe2Mv*-o=CG_lNPR!I@i_mD?Q-r5_QXS`4nftRjO5aNz8HMc|$W
zRC--~G7$ZS$vcn{T^b0E&Hq!+Ixs`CGua%c+5bo={en?3gO?L~A%bA#MeLa5=_Yh_
zqHF0A#wu=_vIkWu1nfx6uPbS5UsoagRxEW!m7Gy=VJr@zD9l)$S(aM={g5z`l9`|x
z33`2hx<x^uHWII!{(>uf{scIsd&?}Ke1oghSwSG)G~>(QwMyYRa565ZUVaR^o5YDd
zOxfY(_kS@KmU~rWxPmQcmU+?(Zx8eaK?6nnp6jEi`@#usv+?=#6i60NObA3_|GKk0
z7X=@}BQ@`^&fRIho#U`xqr0_?)7(t6kipESEiMy^RW~>L&fqSidtiUaiXpee9?O<J
zZM^#+>i+L+Z~!JdASac(PU;(sFYO+PhZgG(%K;1nj<$0q{pZ{$h26t9>(MH2qXyTS
z^coY2IFLqU&1uO|>-P10<NXW51%Q^mzH451CgckA(om);*)IEf)i`UrC%7md$$~;I
z@@+tm2-$x%#U+@g58tKNJ1K64uU4{IqW_5aY4|%r<ucPnJIHAq_jjfod~MHQ#SmOO
zq0UG^GXd0|V{>v24MkPoVSUvtw-Tko%fdk1-v+{<2XE?RHGGu!{2o2#eQpm#6i9s&
z6bF54KD$i^dYtnrcejcgLq+Lpz4MvUm*l*r<+H<_UCJ8O9~tq~L3x;g^=SQ&sEE7=
za~vC`p_^&_Q{bE#e<*h{Hn`W=q{ahPQv0+@0ob5;bC0(`v#@s3Hn<NL5`DM$x)VgS
zMU!@dNB(cD6S=e&eI1emFGFB0_7-zNK5Ei*T^BEAgWDPfV_laX)R@8J#<!K!^>zjy
z0c~?Us62oMczA70(hBbpFNs*oQfC^2?27$nmHYM`GF*~D-eKK6Af!fqh^wWy+vw><
zXL=L9`a7t3)GoR-L1QWk*9?O`Z#;;!PjeA9y5#q(!*%QXA%}XqEbGFDm0}p%<&Te#
zF)vs0SS^4CY|PflWMUik7ImQBqop}kEZV)x-b9aY&i;NaKDD-c0sgS9+x|ZLLQ*30
zLMeT<Nm$=Mn?$_?FewuEhaYt(HmJ=B_^H1qd6k`}o29gkyeTB~Xiktd%Qnp-FUjS~
zalHG_&H^-)7q3ngSeQtHFwxMy9*{EdVox0=+k#>{om;*>`;a(ruuv5d?~2Ln4bHv2
z%3kbUoSAsA4#W^m=;GGuo%cN!1gJ`xphUVr@~UHo(|cqDOt4)#dTb(nfqDwlRxclu
zr5SvLBDSYyYFuc)qA^?@Coo<D;x3ifQFmCWyym&OihwLe#>hR7DW;Em9*4vOY|f<4
zJI#N`#R{U5V#Ln?9Vc+6yq~Z@@g)>Td6PboYf*E$2=sHxUPCpvYV7NOMA7L`xm>pX
zT=@6I6miFDdbx&?R0yB+i1FWYy4t(yTi4Hl7G5t9tMpuY0GJ^k|GS^oEHg6b1W|;3
zer?tmX5@r-+eBIgto2;O-sVjjx-(86qyWIt-{nou)5G?ZoL14ZUn&Wr{;l4=#tSqG
zK(k<NDUJD0)Cw)gXCqlYUGxc^V9O;FdI!)9+<i=z;C!3k>?r%@rj-@=QK|X36<(Qh
z0O8;aIcW(JthVC{O-MX(F=-2Q4Rgt{8Z;gMY}YM;^>1hjs=0M2tawlC&@hc)l8t>X
zFhG@p5Mc#Q9bD-h^71bo#u{uLSIxsn8@oQ89o&O5NA59TRJJf{acfdsa8*tYyyz<O
zEvO6q5f%Bp@8po4i>Z-O0bNpAg?Ec|gQ#PE6+!%3)Kb)zl+LB0LPf`|<zW+L=S<vz
zk&Q<Dito&&o2ZCk&-1z-AU{WqdS25k&g2%NbgO<b@)u!T^Nq77k7q6YRR$->X~aWI
zrSP_@Cc|=+dJHFl+a%Y=CkOxO+<9h=Vev+i_j6))rLLMV)h@rX%jneaxsU0hfBZ1R
zacoyVShrd-c({{h1yOiTCNz_CrhvGnTtm@=^f$B?!+`LGmw7IzANJZHXYM$zqY$nE
z#4rE(pV6StHQ<nLHI$YA_Szb1$5v;gs3|&@#=N&0Y=W0D1b$Y@RLmh`4F9{<E<Abi
zKqPLwWc*{k1$;cyHFzWsTIUIT%bE2HxS`BQe{WU2-jz4N${ExOIKo3+>hV%g&yL3_
zLPd_A!MtD*5a;F@d3!W2u!giyQJwxy@J=GzP#P8bD_0%^aSU)fmtcNVvfHK1Q7aF`
z2c!;%jA-MSBnI8eGUvR(RNk(mp&#+>Nr-3uo%~&VGF8;K{!p$=kI%<ZadGj9u%75H
zN>6{(+G-OX;W+BE{+5OYJtrqH1b}_~EBSj{|4^E1>!!J&m^tfFJ_GdeG{WZFRMZ=r
z@bWUH-+<`p8aF6lf@WvSrlh9XnpHg-daoIb)XpT@Z7vHRbDA)-|Nqe*S;|w?>$RdG
zan}JV_P>zMcy!OC+yxnI++bS1cnCU#+@LyTG*}u`bc5sh*63F{|HX{ExZ#)204J|r
zKcOp|0$^8XDa<>upT1Q|)J(9+|CV^o&<p5+YJLxN4cQ7U4O0OFz<d%`Jg_e?yjXwJ
z-*LQ{$9n;r_`&dlgUl3c0+Q79IJ*aunfp-AZxyckUbi;)K%9rG|4-`u)zy_u8NA;?
zfJ+~&8KwkzyQ1$hb@#oX=ZEaL*c6fUt`^D+5xS;^$4%pxu^E>>FeEwsiRN~bL6c&+
z+?3%-VAIyem{nnmSEWFETziO0xdTRE4EBQIwy3BY3fNq5o|m|mY2ihvbmbNhcnBzH
zStlrc5m_Z5DPO53z$SNQmJ&&QT>pWn`zQd>6+T$Pk1XGh*{%L7#Wyfq<Gyru;19y~
z@*d`>a7X4)y(J2prAXSS>{Nl$oI3}c(y1-rn~-e9L)Rq~7-(Mt+V02sZC}uTRlS`8
z_(x|@yxfhg|9Y_!v4Px~+b^h|LDc58$oU6#(Zys1wI;z<3+5_Nc5-`(ev+W2;_9lp
zd{I0&NHFDZTl1&J)<=OTEBZZ`*F5~6O}OSU5!oRVM8vxKllCIi+wJro7$mLy3MlDW
z6<2~=Y`$W!aTz!Rs>ICxsX5$-3OvFga141Xrk8Twl;`Dsb6#2`o=wUWKXf(1YtoB<
zNn_>?ulPvLM*B8;&uZTuQ^L|6=$X&fy=#&JsT`14+8my-k_5S<SUcwFOo(;2-@ff(
zePHfs9g5>FjpW_hH_KTWVQ^8b=hTdxnE+}f;DDEEtcd8eA`+|OpsJE$f(lLxHf_>G
z{xB;dNS;%P`IPza*pOjI6@vV$^sTKw=kEgKAjL^B!;(YpSb%&noyh{7PD#ojO?wb}
z0NoG21Tr*DYKCQ0GLkc2C$yN;x%WukX2p`qL{9BnVZ5QaX;zouRnDZyogLJp8k>Nw
zC_?D^|0B83`=dCYZ9<o>ukX8FhAX)WmBWl2x9~%Bv?5-6bz~l~KfK*T>h8Qw%0y1?
zKfZj>bjRh*Sov+kni~1=@L9U<ytJ$=yGi$bY)n?M=?=anDtHL3d6d4qtVPE>EZ>4y
zeaP)a2k1;0Zwz|}l8rC<>0ToX>Ce^t(M++_rFLH`#pfw|BwPRf=e?P0NyKgY+{U0W
zeI^+IURhvPh6D?J@ZBi50myq!Qaa;CrL^rE#tJl%q9C|*DscryvZ+ikSGG8lLyfF$
z7fs~3@Q*{s+Q!ut*J<T%YRJE!0{OW@S*~45IJ8EjM^Y+#%;2*blq1TqO>YY%!$q#}
zk*pe5GZzRA6Bi0*vF8rcVt%d+ZZeRT92ioVFHZWv`$tL-$%R-3W0*ef3`DX9NvhoB
zCwo4H;JxZLFSbu%)X+SGFZH{}puU}P$;UfJ$fi;~u}Sd>7=6WKvI?n-ox^~ap@v3u
z@WJX+slCmevC4aj?(RRCAQkV4JE}Sk4$sH|V|AOn!YjLj?B|=mHfX)jbO$I92LF56
z1>?nRv4}9~{)!IUJRj8XR;}nQh+4}l@8QoGDP8U1s>vpG!AJuVu}=EXqj=k9u>(K=
zp6v#>@!S;RmOVLJ0kx_|uoVyrahY0x)<H(jEJ5|Cb0Q6R$$Q*90=gkX4v^DKUj(UT
zhRgAS(P&*0e66})L__1Z?ffN1Tw7C0^Xd%$$4tKRgAukXuE!wkpJ1`MEAZ&>7Bqlh
z0R+ZSESD+lxa&o<TM{H<Vo;mIajitl9i+c+-%BQp-)l~LfcyKq4TbqXT|UK{_R-;Z
zv@8Y1kmTOHp47&~L+BCeN!h6H1`EO*2FvS_s6&xooZOOivZ`?|=z1Rm(07QhW|GYd
zH>g5+nzK-G=aCooVs3LYMN59t^m4R)qVG`BSj|Q{@UQ=cy(xC1HJglc#g>kW;_nG)
zIl<;W%)C4`4xl7ufGBmgPq;)?IgKOr9fL9Wa`-@;^FDx*26HN*K>v7(4Vkx=r%WCM
z?~=vH<giMnl>=fKsKwp<_KJ7oF_{sQ2}mDO_W=`H_!;{>3mHrDM(r`3IBU-&aF5pl
zFJ_JF>Bt2YfYY5mY<Zijmaxane-e^^^v)VQnAh^(g&`D2JarPcYtmk!R!TN6uVS;e
zrm>0a7DJ{<jE*YPo?b&yNTrybecYKtkEufkMun>Y5eJd*z7Zco<b70>^sZZFTQUX%
zW7$owu69caG7u!clw$w@7RSH8)zvxaZ%Yy!E4yi$oh?8WHZsUB@_?Ir9XF953-NNu
z&dbwk!6pq?Y?h0N99nhz+SLDtW<Wt9Gqdiyx$HU3eH*2Ol#$S=x<xws8erTiOXAru
z1p1>Vy0aZVjqk&WG~pv$G59x(!CLljRPXj@FpbC<w{L11L=8S_+7ARAe?=W5ot(<L
zvP!?z6JAQMMOmps7**d!_BB$H*$0saUv);E4oI`K#J1$@1#0R0v$c_a5sBB;Th!sd
zc-2Wu9XVDrT;iQVyeZ?9m(Cs+ex(=yx8yD>$kOyyTcQjd`(p^59sC2K&#C;0GK^d$
z`qfw?yNBnccWZheh4I8KRmg8k_DW922p5z4x{l{o3_@CY;@hFpK5AySgYH_EJu8}s
zIF9FLg2KbQV0)MEZEYv>sw;-F^K!d8OcH~}%50j*WmA6BvIRGKa_x;%SgZIF!2#V?
z@=ea-(v6`i=MSJvuC6G<qbYsZK-_f5L^h45)3$9JPFHy6a2$X7pUobq_25Z9$-Q?U
zf~^*)ov%NUGskiZh`Gz)*Pv#XkKJLL8sMUkrF{4By@=i8fSYZKi2&3H(Vj+*mUylN
zsFp^<Cs;_b=FuKcr*lAD<0eEgHQ#=De6yu@yn?VpIaVrWNXyowcKtzMRSoyyTy&H$
zVKujt?SdsRhhL7$o?^H7#qxeY&G5Bh`$q*Y-U)PnC|D77?HGoqk~B1Byc@Ax;xtVQ
z!G+kS6#Zb*?{{XSd=HNK9=mUucj>Nz<gto~YVcplW?%5Axy;I107l$lmF&QA0mZKP
z)qxbB)F+T|?dNlnjz33rH&I6oB{imTdWoiS4f^DKDmP5y&Id9djv^!xgnvB6nv#bV
zPIaeQ(O-Z*=g&M&BIZ;UR(-3?`j#KG|9f+PwPq|nA$O=S7!$wGGFIN6@#z!jwb9N2
z^!mf!?D<vB1d!b6>FMSD+Wvbq^C1}=hVbZJxbUU>uy_df?I$-8zvWqJuNy~0tFmR(
zb_E^%XDyE3rDx}m7+fd3XXxt=sbrj;_(<0UB2S5qQEM+Sfa&FFNZr-XP5sD&jp{9M
znyR$`3)Q#T-qb%8bnfM=)A?`{NmjIsv3<ihk8qaF^e!N%5U+d~FaUYGjU>%Y<@OyV
zz*=d3vf_`U<+s?W<IGn#%X;Q?;?<?SMi4-~Jhf5x1}QE;(y64w=jURed6e084rZvk
zuF-~ZBhp|jR-%6$+(&x%q@wZDJ@*&<fSC#8rtpYd>M{T2YIr1n&z65^W!f`#P}GDl
zrjUSmacdK;DGB>kN<X2b^QJ3*&lC;;q#SHzq>O`Bpe;1jBXEQII1`!qtEACCZzYv@
z_h!|a3Mdv;y0T|(6RaGdhB~vL-FBn*YLB*ocVpSk68VVc0wg>($&@oJ(`aw+=5OEo
zF`N+#y<%%&FHZ6B@aSE?F8cB%6*m``?9V3;X!wpC3Sn&Y^jeK8QAl`W;MFU3`o6o-
zT^``fBP4itZedAAaN2mfDKRr9&EiHb8cHw&`=V3Du~EXfB-4lul{*!cfai*<JAu(B
zml|n~maR*T=r3Q^@l%I=1mP|wmf`=hDOpc$0e4(an2a`{s3xtLr(cb-$Pzu{jV{Ig
z0A<W<&ty<l!OoUaaw?Otm>QxF|Dj))d7yK&ifW3AT7{$5k#)*iynw^|5syZ2whYJ1
zC$3c*ozV%B?^`$Y&;k-2Fir~d<=B9B+}oyZt;Nv5n<zv~Y#IL660G(zy^`@~LF|<&
zi=8a~fpTVne*gBb4j88%(7Wkdl<T5(r75XP08EkKk;vcPnP}NxFyJb!{5RVQI4(*>
zw0?WR4UWDBY(rqAkEEQr^f%o}sE6>QeE|Q|f0Y~$jzN3+u7@eY=|@Rc>rPt;je+KB
zL^mrqhYR$<q*9}T7l^*jdx49adkn^s{@@wl45@^>^fk4}%iDBz^Me8N2{aL%dM2}a
zPqY(2CIJ>rU-^yd=>CR2SZ(m#@Q9-W6F`cHnU$fnkYbDS@QmOgu>buywo8A{FO$MF
zL_;P!iGhDA=iu2zXQQ<IGx5DedVT(!C#ooFl1p$)CyRhm48^sPv=5j}<{AM;8mkh_
zOLL}_o0IeN%Jm})x6kSs8Cy*y1-MQhR{c(QPtS;XSZ!>)As?9xG|myxdLyb`mlVVb
zsWRaYkEGLea;mnpe0Z7pl6mk{f&NEuw%X9zdLhQ_|F-X%w~zE@DbUksaMJGgP~GN_
zw?|mgxWY$-mmYxcM69)_>8@@rsVDCI^0dSDN^Y*^HV&mWoV$7Jk;8~P6!z6Ug<NKP
zYyw>VG`D?9#gm=jO2j!#dWkbAM9#dd<wWVIcoYeppU2Nz>8iD_(+(5s*BSX0tRE-e
z+BtaSSv6gP+`jKQa^PAseML#X4lc7-ociO66*<!S5(8amKRyQt9Kf0s8PuLxC`s^5
zj^mpwQ59sfgU}?BD>ahdEL!b|Vl~Be8jkTD%>H;he&;JoaqlFD;me1nQCUJL-4+=?
zE#{uIlBy^4Cy%{JeOD#sK)$zWH*+P;8-eALEvKcUbNcXX=oJ?iSAXlA1?E$$sTaOD
zx4;J}s^GE98{bv@oH_zFBO7{-g=-KvOR`O^#BXC~zC5(CW&HkgH}k{DTr?j8w=^P?
z1i;K|6v~et=t<8Wjnr-2;qD9|%=!5AHp0%|p}j*(^B33m8?Ut)49(W^-h^LUd8Tr|
z|NXq|L(3me)$S|4y<K?s;ai2bFFs=UZnbeHe#<-a>2zdWdUHtg**oZR<RR%nEy3P@
zIu*CFx>Q@8hb!>MtvEX@=KBX{_h<4BYFT8ITJd@fY6DWv|Di{Zuddc(iqZ~omt*4@
z9d|!pObH<N*RJE<tF^1V(H7Bwes&8NFcO!Ksj#(3O7(LoY&?j(Jy_8s*UoN;JQ8;-
zyTzvOEY3|q@kVmLdcAhZCuys-b%T7k^NB@`dnm)iXN{$vG&_ij#xkD$4(kbSOVolr
z_JSkq5!T)R@i@G|_47E&$zn&;i>{(z<fqWbH95FH(YgDhL07j~*(2TF{YGr(r@I-3
zfPEnQ!|7kj=z2Aw>NadC1uo3WvE>v)<D{eM!cw-e!8+D-1XpWUs+&F{(Ge#6w7TL=
zk1TT-EhaK_HTS)V-bS2$2$pwk+a33UwW?m7@S`~w#O@>`7()=G!gf7-`yp+$kF+?k
zUqeQ#n~SpJWzzRopq~Z?9-_71$(aYbhiOQOL>`J7EPPge4$<Sje6=|T8R(V4iB0iI
z931vu{yLZ#t)ZS|QkdV4817e$(t8lffn)GoJUH?9%iOd^<9oKEAo~4htI3W<<`IjC
zM6QtMrzAEw>$0{_<jd^zJV2WGy>dDHI?BYdX}8fOxrM(?0%cm~0e3VGHu@={ps@H3
z>jjE6SJdS8ixsn$EusG3BR5m@xyLVc>#VTOa`+RuOT;>C%;1bOc^9!M8fb1l!K+&*
z;)1Z+#rvJ|$||tx3$dG*j2^V^-b(S_$t+uf@0uU1Uy9FLnB;k$e<1EOK+(iv)LIa0
zyF6^#iwM{kZ1{b_d3EH5a&6vEUI=pgUPt(8(1jT<9c>E%PqXfSba<G<krk#Wq1$Yr
z)8kDd;S7;DRSQTv>}{UYc--QuIm$Yq<$A-<cj_@LF*s^#W@)a5He~s0K0|m3SsZup
zW!a#3OYE-wNtDRRycU+#Fx^&A?RKZdSI^KiLq6i^SwGkgb+P|e>?HB<z3cMIQGf|0
z<#P{6gz(mgiF%5tiEb1tftNmbSYkT9#RVO-!>>=UGh9iQq4@OKc|7>^<$uNQaS`)3
z2lvEb&ZR3`q;0t+a{%%^?RDz=1yA!C+nhaDyw`(<xP8`Tmvk*)NcF3rp}jJFg5s7R
z{3!>d>Va~TqbO@jS@jer%KZ>ZK{KLo^D6wg&ra6%svz-9Q3ep9RPf#q<mX0{;Z}tL
zYhay8@i>oqJMnK!hN;S@ra93aryX^}%Lrv*a=3QjW&nz7&7V_KgDb1N^J{Ct`KTXv
zu8mIlD6LAW-9EnOYgwK>(h7_gWf~ZM8D;M}GQaJ+c&1{Fu>S{D+Z3;g)zaZ%fkV$O
z0q3cDIT_Nr%wT_i;lRL2R`I@k)YMqvy`Ei!K;3~a-8qjFV6XmrWrd^CofQ?4Yyk)Q
z(8}2-tP)SFON>0~5eY_C$1qyR*>90|Jrp$^qe->Ild;3qLqle_daup#zYBy?7UPy(
z*SigM$c2w<`Mb2>X_`Oh0@x-u6#{4?$N$N@N8WYnwkduU!8_mZ5TBpc07SdSTW!_~
z@gw=B+=th%mLBd)3j0h=#$-Y3Ot-pSrL#$-2fD|2=bziWX8R$I0d&%TiX*=WK1rL+
znqv0j`}<yt_U~aGin)aq70u)!coY;@KOtS4VW+a*E8<4xgi}r$1H-Z}w^$gC5WWQL
z$2HYabuvEi-K&YT)dZXJ1Fq-K|Do)?XH#B5`q>Q<d|3lL4yS8qn5H4Mzy(Dea83s8
z$S2CUCS#5M{4n|bo$jr-$N>T>wUBzXL5<^8{BqmTRNhhJLcITBaYIffdD*^GkXPyy
zg>hDmZJldvvpJt(aO4+oLWg4Xb}tNk2{9WUmrRd~)6h4JPeS~ukHr*KRA^bXBl_YD
zy+JcilVf=e4e2i*?lcO`mo}01Smo@&@BVXLLoF;x0LFnX`L#K<eQ2^jGrcvnO=+^(
zk0nNxM`;JAw)_zegEdO~8-wg`;jQ}Bq!K<BD*>Q)vT<ceWG#HxmFkb<Pw^gm1j<3=
zOE$cyI=Cd*ce)&i<iD4_*Zju|wTHu=l`E2}gTuqc*<Hb(Bv(l9w?!)x5Wpx<G+Pph
z)ZozMJNd*q)P4>(nalVtkRJ5%xJKi$lbBT!fA-7vf;aN&?_NEGUEI%i7Dq%2$Z9=z
zj+Ied-Ozz8m)U9Fc~!moUcs@Y6&L9HK@2yu`SAgXn(UI2hYbysW91lU2+iN+kBB=1
zql(z3rpNn{In%=NL?KUX&5im;O=1SoZvzed5eA)q#0qZfl?SRQx~|nfXwRT)KJE4(
zOxSt%D8k$L{(kr^x%%<BceAsBP(SSY*lzO>#B0hoXnlJc`%06f28TZhn2$U`5qGJp
zx=e2a0i_jv#eca==jC0`@A?KzP3)^%Fl_a3j|x(k=Q6`$0^;v-7#pwUlS(y`-$Qjp
zv_eJuN^=nBTy<(VMtEpdS7=PrK;cqaM^5TaAX;BuF(>E<+}^0b2I(0kMKeXNr_B$1
z&7|X}DFK5Fnvv5hf@ZI*7icjG1*!0=Wdf^~s%maQVVAmMDPJzHq_o`1u!ypsK!-zn
zQ-if2t(l<dlpJ}zl)i0YQnD(+_y$H7i7puZwVNmRnRG|Rn7T=a>=8g%Xu&b6+34k+
zTl!aLztjL-_;bBGw-P7fVPLdT{{n0F(>%$yjLNZh->BM#wDG3w_kIdi<D-be?H^2;
z4eHLsb)tGLzD^TAOPhoJx{=Ex)B6P2jcYXh2*wQy!OL?$o>gLl_<*buq@uU4wuGrY
zja}bgH`k0WaU>M|hGgp~8X|wQc%$!HS}vqD<#@gfaGvd8=w6pFs>4D`S`rfjr0d-^
zY<^xj#u>|WpB_?y4gAoX$yP^E=$s!Bi}J$dUs7wAMbKb6*j9zek09&T-piC}Xg--;
zvLcPv4k@B{oVL4Vkwwc%n-=iTLxQ=iG1_M@W98RJe`xFKm-Ghzh80@`ygYsSv=_GW
zJkE6IK)-lJ0NoF4%8dl8iF)U|F6TlFg)t-UtmeNrcg`17<Tb<IzMd!sUX-fc>CwQ1
z`UP?dsrTtMNFlY|>M$&#1hR_z&XhG1VoF`PN#_V!z1Q7R9{2K2dB0yjC?7=zZx!^&
z92ueS4&3;xI|ZMTBmi2GM}yM1Vx4oI7Y9FWm3g&IMyf@{zN&&`D4ts2JVt_jwM@xx
zF6c1R&w~6c&A2$e)O<Q-b0JnrakXkv&tv@Q62=0}J8mgPMBV2Ej=`!oG?-~7yz~vJ
zUbl@5^CLU+Iwhojb$g3cyw*m4V_E{&(5igas_FgxDAA;&qc`E3S0fhhv1#VmHCpvI
zwncBJeBX<CG}U5l^RN4)c;k*Lx~g+_$n=Nk;1Oy36hq?{{Qki2=JvyQ#ZG4XI^XRJ
zs#RK7TPm6D8+>2zK4vCJ-)QKaI?4=k>0h~*u&SM9W1#bHwQoTFUgdgdp@>(f-DCxh
zkvL%(oS70yt*%H(@#62*k!I_+=kH0i@lCnA_rI;99S+Va^;>@nJyrBgWo}3J`en?o
z?0qkl_$mb3WqNV7_P;vz?+r<|K?d&%jIFPR9zEngA2<Q`%c_sAim+ubwWbwgkkPA)
z9;O{KucvapB%zVx`6DoE`urznF=H<VOK0?ps>Y{VXT5jH{^Cvy$b+vXEhGTrD0|DJ
z4znB1ysH@?k;402nk~v`d~H>0ds@^Da>pWT&uF_hW$p(4zdQ3qGh*LPGJ+CACk7S_
zjF9V?g%zu*^canwN!Dy<T{zge@KNmQD&6hllfKqv8@-YS@qByHCAA(^PNGRz@#epy
ziIUHyR#MLYay*+HRmm>oX6l+0+7&b8%A~=!{~84s8Q9QlbG+=-;G11wF-kMAZvMhi
zZ0fK*hX1Nq2ko#%b+1u{jO3?|zX`Vdi5PL66XU)zm^Y10{f)u@Zh~tf^{vvBv>6ay
zgLB*tcqpdnyK|mR23wSuw3~6((gmXsvBaW&>0IllwA&D>@mp6vbzk{)c<#p~tVqO7
z&w8X+eVTG%*{BoQTBbl;>&*i^qgD>K(YO^Xh7OaQmw?8rw}Z93VDI$!v%C9xcop5M
zbc-{->3*Cy<+xIt_!p%ZiN(J^3!&$B=4yt8CqVc!%$tJLt=&9-wji(B|K_{;_Ha9d
zb3Y;p;gjr}74*oTE!3)V?&@3$!s%yQYZ$~^5wh4`YtENIxupI!A!@Nw(>vv*(U`C{
z`(umV0O0y*qLc!FQwnji1tS;9KG|TULPYB0XeTl<_F%8q75_o^)<?vXtI-g@L&*&*
zZ1p*m`QtA`MpTl~DKu}Auk}>D@51^YFVnTlzkmONEX-$a4(ht%H_^8f5tL^ysHd41
z5D%Y0#gmqUi?!@T2Gv_{5G3Pl*6R(X&i0ou;$Qw49h70|@_e(<ptRGyI?LV2v@7vu
z+w&5>_Knh}h=zX8qv>f_!~a%g#;ufL570>ae0MGs{pDJ)6a9lwFK;c^oy5@Vsg!kS
z9XMQM-YnWTugtMUIBL)eNE(B!Mx~+?SML`W#`g>-<f_jv_ES85U~sjCAwR@aD7=y?
ze4$3M+$GQbgMnXUsNOw4I?EfF#Kd|95mOj!ry#2u*s|-E{3lZpX+!HP97Y$W^j0}W
z$K_40jKGa&syAV8bv3hQf(v#Mlmgz+w~A@Ar`PNUO~XoCvIpv)*iQm*M^+%6Z23Y?
zG#xAy5(naY?y_?5J{q^bT9he~>Kzk((|Es2_-Cr8K;tpl&ZAe~uxI$T%aqauQ|lr%
zuA(cyW~X6hMa)IZwmhhN+?S-OM{f-*arW<U4oxRn2R<D*gq990O{f3@&!6l2Q<A)*
zuJ+nJy=XJu%eIv<YP_|HuOG_?WX2NG(h>_ig4WAz^UKQ(caYOr`)t1E@#gn+*`<8K
zS<cmw>vXir@)=+3#?>&@;%x#a^JC9oT%VSMAbi32mrvl4J2sz7i@78Oa*h!v^?Gya
zBiE@k=hY{-hN<mVMpr=i#AJ0m$8!7F-peL#ZJ*1_&ek0oTFA+?e(9?zpjhka04bjj
z*PBQ<W_Jj^>C!LK&NTDiC~im;E(J8*Yqvt>1&WRI?iyY1fzbp8S#n!5_j>0TNm*3U
z>_{ljODVV83K$b|H|i|2duw9L{(bOwg!)#w_s}1rdMC!MS11#@k39cg*|_LZ=VYLx
zlYUh1Qc_Y!d~~?EB#4bEWbdP*&9&=jZO^|pO?J)ApN(ioZk2aiN2;oA2VW_qzJ}i1
zr2B4cU<YY?a?qZ!-+P;9!u?g+&jfyG6LXesp8r`=S5aHjYiIrI@?^5E&KDEZb@0`_
z+_L|#Q#(sCO~twz36CKPZR=B|0%o>Pg;wTci+X0PCr5>uA-T^xT9=M9ftZR}q6G0v
z1N<H<<&_)5jq<$P@`(Z@Caj1%#PD?Yl`hAG6^xYLQ@FtaAE#<Ts_A_~4$ku;?vT!j
zBW~3&>#%*l_SXL4=ifepEWH17Mc0xfcnvy@O9u>ph(ZS%WOVo6a^BJ9lZW2Z&f2*)
zw!<~yZxEO^rwyEqemom8?QoYTmY&fLTSo2GTWdQsG-L~50%K?1Q#n0%j{oj~RGQ<m
zVhw0FlDg(qoyzM6sq<g>Y>GM+gRUId*^o$4J2=~0F{i*cH>A5BASa%%ZQ|dWG_KO?
z<AX_R#Nxhk(2<Fj-_8AUfcJRU9iuINeN42Tis~dgEe3I96*`{8xBHI320sufHV?|d
zUa^lYK<qVpw|KFHnPT9^)kURzv_EF2OIe-c9*v#(fIw_1`H&)(B$CAQ!3R=M<O_Q{
zWlt1Ojx{yOaVUHM_D6|nOzcX51#tIv5oS3B)BSMx)b{hOC<UBYq&Iu?xBdGq&hbSU
zff2{Qkxna$8tnlWMhq(Ul?<wUo5X(h@Sh6M2pw-5FyQL&J%8hnMRl>!(*EA$|2CQI
z<|qDSCZn}sxa8{Gm$<NT0qDWK-Bp=kr+$V+x*dr8M(rtH0Tu#24rf`t&LEB0G-=;p
zGyYi~t8y+3$_R%g3e-L>NZp-FswK9Ci8v}WxKuB4N_0i2k^REEx9iR%XW#Z@Dg+qS
zYj<bx<NYI>pJQjYS-wW9zO_ky%o*J#(<Zt2_jkPxwkGx!6SQyqO<vm@YO68~hm_BG
zcm?jTa(wa)cA<7*{AFa7o%S=dJ^68z;(PwFIkRdEccPUKU)Mzm2I?wy&F*Ku?LTf?
z6$Ra>q&ta;$Tfdh8`QTI=jyMw{>VxK$hIt@dv4uVEeyDQwywBhOk1R25+aoT`=Vqo
z-8ugX7&dC_I|t??;vy=N*<!eC0k}2_%ZJyGQB#B8Kc=g2dreKby+!w1VD#1r$3J6J
zx;1V+Kvj@{z(6Xz@B-*h^7mqfQ}uh<=R0k$>89G|%&X~@H5~_X<mI&vcj6sOpvf1&
zg?~!`&Gq>cGrV@7Po0iRck!O4TP^!(nE6aaT-$=@yaz)P;uM8_rBjUv^8ZKISAa#i
zZf#>=p;&|>WnhpZ4H5>@-9t+=Gz>_Gfr4~NcXtdO3Q7t{%nUFLC_Qv{{LeeO_wk(X
z`rqq%ac>dk$+hlvuZntN46BHold+3dDQtMX!JtT|H@>8+^2GZYWt@xjm8%y-6_x<p
zwV@Ty04$0rZfIbaVQBB-%vHAj-6>(=Nx2w#55*G5WSyv%8<4pNM$*c_R$uw7)R^lZ
zuIhXYk5e4C<xs)M$gw^JU|pzZ41Z!(visM%B6^S84{OFJ@3CU``Nr2*<c_pPx2NbP
zt>(CCAWy#t+3x96D$2nopdS)*QO#WE&9zkjd)J|4+F%^S9RzcX(ZtO=-1VrqAGRl}
zTsg1W8f6Au6&4-0xIdK`J{S43#ubQpuE=Ru8)g9KYD%!UaJG|X?nY+smcJp8B&0i!
zzpd>^v`n-2#JQP3i%NJ(d}|oKS0(yQB<x8{*VA|M{St>>!M&g@FjUL_{s*ZWD@OJc
z%xsSU_s{$dM>YLPP3=lEmTH*CYr<gP!{JqY<J`=mie&(Y<=%<oZ}$%Fpc-C(8g}B|
zO<HTZRo=DF7%_Q)=M#V$^sd0n2GfxyrSF>f(h(hp^V4x%I6>pSF8;^1_R^=+=GB&B
zJ7O2L(5F7|?2(v2l+3~{P{1V^tGo6*QL|bn)?%NPaOa`%e`Sgy$;w!(x>r)D<q>pc
zlErxM`x@4v>7Hi>z6CwoY-A656_^51rtZ_`V@hUlqJ(68E468kOvif3Yjuq}!(gIT
zOX$T~jl$*tZbSbvR^i*#-=fNjV3x}aFLGTLa6YkQNMUgxzwoN!f)+)mM+mKE1@~N5
zYEDzZ)%gSeuXwHNc6IU{wR>kbqy4u6U8?Rb7Z@MXeEqWciX!{OAg+3<2+_FE<mp`0
zf-i!I03tZkeH+uwd3Kj6YfUce#mcmbCF*kX*4n+F@wWLlvT2r9^@4n{_w=4JyQhbs
zFO<g#!3@JpyVRbSTBSK|gLv#ekKtV>sbKijGcv6US{Tndn~wdc)2?yH3*R@_UTrZS
z`CxF7y!4>Io6}%6`DJ-}I&ns-5w!_!_U77Rv%naPM^Rv8@(b<73OS-drWji%#hDe?
z;*Tc`_i2OcLJ=}rKV7u0Mp5JH4j9=c-(9Vu?=8mE$X1S96pfzP$Bu0$U>%+6CSz%}
z-O9c|k>Y~^w?MQ@+7nLEC(jVdzBlG+Eb8R@9xhchxXVn(*-N)hemU3rf|2pY;=u*v
zci`9RJHyuh!TPA>B|eQ5twC!>*CS2X**wcZu6yPv6Iv;k%UC^P!)N3X7b?KSQ=(7h
z-HP-m6rVe#DNDyvBEdP$l%fG<;Rd4N{ydK~IYkX$lgDldQCMk|^@)_#ezQ2*uW$n0
zK0R{6raywpk#5gL-<~fGd{K0~B-yY1ohJAN;DcLPlKuK6dICmCcwPjpxQZ-_qq%Io
zgWh5z;bSlR22r_>eL=)rnmXtBS`*D)U5cQG7_4hWP+(!vrHMzd`c=xGHGsghc(EaZ
zx$jB*PJ*jdtSmpiH4RBwFvCo2ro<E-|HA?5(?=w-NX4F_EUOk$ZV6~pqci7z+`@kC
zt&kLE4(6?Y_Rn;P&fL>F2J`E?g_4aH(7CbLASuRq9z%{1PCM<f>$AIeTBfC>R{dP7
zq6LLW$sL1Xn(<AdJ0~z-({+wMC$;;5f_`4dyooLNHg8|Xomk-i(Ki!Ir)^jEn{4~N
zU+N|N83vZVFG<k7!@~u?nxrPh$FzSol4l1Xy;wx8!|tI;?auu!VP&Oh+oW~y)3-Y&
zFod&9Kli>5NymruM9$u7vaiI7{!0Y!AT)HZjVev_H70Jj-DoQ-N%!Ly(8xvKI>YQ1
zPV9aw)D3|mDoCF2&Z#P0qij`3Zf=XFe%7)rNOT1gn&DGZC$_Ug+Q+V^{<vkpkUEyH
z-X!Q^^+==`-Jzv$4p?adRmei13NL9f6N?^@1owtm%E$@rWOO~Y2SpJ=-z6+3*;u|D
z&Zn#Q@OE-pi}DMEXTsC1g&jT;7Jmvr%@=fTKXL#)T&4A`*^bvYe^tiS|3~%35xxoA
zBO~vQ2U`AGVstEa@t(T&WuwRHL3Ze$C%OZ7#irBkO=HR7-06ZF=Fz1u)2*++g@>F2
zoUT7xTyju6kBYFfVJU0X?lEo8jSnyzMp3J$w&?s#88JrY8y(e$bIuj1HY{E?itHY2
z>aib3Pn0Ne8st{pWvx4P>a>cM_}MhA%jRw#{F`4^1ZxQTxO(7M|FRE^5Z_aB!}H5A
zBE8FpAckQob#R19Jw%berW5pG9_e>#sA+XLpD3Tm<%ey)TV#{(BvjPLui~Ufg7oC?
z2D*%hz7&MNQVTBsybH2a+FoozqDTBPY{~8C_!l5+;+^<y_=55Kd)lv)gD9#PmuoKL
zYsP~9v$-P1=TzTwD<=<r2GrNDNaDqNHZ^*DUa!a|1j^?9u9i9U*j8_eb>qb@9z09j
z-)`gAM_=pfVQy(C$}6=(3_L9@&b!g+NLE4olWk<h)!TsR1j+DQrofJEL3;ad{O^Q^
zxoowhVyG6h>lj(vd1y|UU3&Fh*6_SXrDfB?>v7l3A>770YZnK0o-8mMaRxu&=hVB|
zw)iSAU5Pro4~4o1DyI?rQjO=Bjiqj4w?8d@BAsXEi3bcBXs|X|TQ$CZ;F{1AK$n<V
z``C48D{=m5srNUF2ZsJyFTjQ$o96zr(L_XcQh9F;n)2!7E)Us=+IT-Fqnw-z<4MR<
zb&9G7Eg3eN=!6Tq-FMFi&}o|S!@5YI57eZuU?}~e{n(P-<6^6Hv6gQ$mn|Lx2<`pH
zzW8h6Cvs_dz=`(7X<P4Rh(Rimh(7&3)GHw}d2Pt$a2Ml*SZx!F4!lhE&AjwP{4Z!Q
z!8={TOX>%+n8Mk{AQ=uC23E3M(eky;<ejbbx3m7~K@{(4MsNH(>^IMfVQFC<8hLCU
zo6KB`<~{MF9+Er6&ai{FJ{7){euuKSr^PU$w(yy4f##)S!IhDm5vywt^!x|zj1PQY
z5!`e8u~7~|z&pSB#Y7xL%iD<S-BjSuENvMNI+8L;bpHrubIS=n)7bDU5;|B!m)b=s
zWihD@+nE5DJhg#P$F%#up{-yw18UyFr$TPbnlr8EA63b#fiy-r&qH?H&O&BCWOGDb
z?y5#T(4Zt5yF9mDCr><k9Ge_W1GEv>yF|EzQf5WPsKZIav&}ox1;^wPHxbqwotQ{@
z!V*TTN`w8SkJ@pv6NqQ>b?|BFGou+WTO7R`|I_%@V_GgAC)57>CSMV+<JZsZOP@@*
zFY#Q@^>9ya%A+Kt54l<-Yq4~8)}|wEM$TBw{GPJwA=b8+P(AaJ7(k4D87R<R35(dz
zV?T?W6nd2z*Q83b`6<eNfN|8V5^)=OHLvdTf=~WMb%_$|yWkj=JSnO-J?gfuw7+pU
z_rm<1x~n&KrH-&n&{7rAntW?-IycDAwBL0PnYYsE3+bURLnOnj1G^$6GVzaL7e`#9
z6LvcUs>j~>I(%s~KnyZ)7*$}U#iVXHjnnv&XCin;e#JThsq$Yx49+a`_*U&4v8HfQ
zyu886wT9D%_2LHGsdaZ*VOm!yYZ{-n(@pxAwsf6t+ID+hk~v3n;gt~cd%=GtYxmU3
ztH&8Y2VDv>>OjNCo1;KJ$2mi#V<;9)M?9p?6ZeKep|m@lz!rcHu5JKN2>Y)tXJ}rJ
zz8oIVR8OKuXHJjmTJWEH)KB;~k9IACozeL<(*6{k;xJd>dK3zuU;4LMP_)ljhR7Je
z^&b3gp<ovYu>b^&&;Ks{JgLiiYbqOlx?wowMpQTIdZzS4nzKZABswDP>&}Oo;9$Rf
zy1uUf!vDF7y0QL)CcExkLSvf9lt!89J9K_Pf$qz-!<Kbi1zW_O$w88hrola<3O>c_
zfPtWoa&NSPT(u(Hd*gJYy*|Xi!w<~_Fx+}y-z!FtP3IODgY@^`fA{C>v3bYXNY<F_
z4S3;?jzZ4a_8VvrWV{s}2n7%rmhC@2Cv#j}+5iKu$A^fDDS$#kMD*XFOHLI0l&!W%
zyM;#08YJ03PwOR&uCUnF$X4E8W!0c>JiX7_j>(CY>pL28tY6gF;>oYwPy?CmO%BZ9
zyY#m&oF|P5B%*Ixm>C$0Entg&Ng!UV2y~N(UnLG_SLH`IFTW4n^_RV0skpdlmBqw@
z{ww^Fh^X<JhIWDVLHFD0mn+P;^=RE0fi0obk@{nO#o&{?K8~$?k|m<=s~bHmv38Nh
zI}n6|-HG44$3(ZMhuFQu$0PrEHuYI`U217z4TJwx!55JKpSX?6XmwoQ243UPk}7Z(
zY48~1A_T{IeGExl0x=LGr{Hs=g(vC)>YX8}PL!sTfCmFGWU6oti0g^~Z1Z{NVSu(B
zW97k>YN>fVFz&tZro(Gu2kcxwOGR9KKlih`r7w{!CFfV{D+<89R$N4TVX)*=HMGV!
z@r73a9zQOMx48~}D-jVIF=TetVYGT0fm;nTtiUQ(vrQMN*wNK;%#7=JcQmn_$a^CM
zqj&rZUS0~UF$#zyXPUG+%X?Az@{U%Z6ZUgUBXV4ucHZ`=#Rqxelg-Fr7y^wCBXEx@
zOz1iLM4cpwt2r_)l4nhD=2bVAmSs*~HLu#TJt`m5I7QF%(Bq=Wt;)Ns9Ke0@DbR~^
zd^^x^Xaod8?!4<Ydk3xq(F7^99KpvAX@)}hqniY2EdgS6eQSQP4KqBP922t&@a62C
z4@YM&98LDHKHJ|HXuXYq`MN$H0+@O89E!j!e%=KHdY90g>A~U$3}Ugd?EyB(lYIy{
zC;a<%yL~lJsh@Q(6Pf?Zx}c{%I$j>)*M17it?Zgi>u)^7q|EyHjgOnJRkeOXObm7d
zDUb*{wblzAjheJhGIP_gn58_BoYVcx9SO#9BKQW7J@l7>5pliRWmj4G6FBm{@5co~
zEybpp>hU=#w^d@)^dAD$C}LIg+uIrdN`D63y|W|RMi$>G;{ejIpl`xzw|OnM2c;gs
z6UR!So%{39(>x`QO8?1RqOD>SUB4krIU5=zgISH`p7|BP)()z^gX?(aGk}#3b89kn
zjlL0Q7|?gvxOKBERe17lW+WTt5I}p?Yshf96Roo7Lc!|0wP+z8FMNP!VNrkhAb;=t
zR>G>sy+oD86zF?a1WUu~yOLIT;aM>icn4FBVy{Q#@$wbc6L~)Wdst+%o|g598y64R
z@Da|;FSjdsCR6J!mX$}0h^_UxUL)b2NY4dsng=(5-m~KwxxBS1@(Uf1PD3>4yW&c8
z<qMZ>bZTm;8pAgbzDzH}TYsC}(V=!MmR5-$2W0|z4TCTfuo&WTp7)UC{QWoUmKz=O
z)!8uvhfVR7KhxfA>^NEMIeG0lxo9T8CLDucSVvT17PjFqt$r=vKfuU_RFk~K#<J2#
zqyWIZ|3VSsREn?A4I=rT3PXkzjl|MLSj+0o)vG`kJ=opV_6%>*$FMMU2X|;#@W-UT
zVe+~Gx78v#0}Wi!8$LGHH-gF?d+IlE%a(f7UTI4tcGD5)YdQt)COs->=uaTWV96U#
zlky|&!I^p4hORE1$;rWp#3gaO$5ZmubT3O|l3IJspKe)34he*luz6i$Jp9hW;M}H6
z=2c<~?|~m;Bwqvn15JtcN&2fb(bTG~+yjsNu(y-~uIc2|ST%^SS(^1j=fdZ$k^`hh
zO9!RJ{3X+#mV6+KN%vy$a?szW^->;-sT|l?-^{Iif2&;le9P7_vd+N&G1Yn}Pq;J(
zfx>VaAOuQek1q^o*qFHpu6<YSjO7tZ-%Ikc-1N%~!(ufSJ@4^C=TpQ{y?*{V&S})%
zY?KX*bt371miNs#i}75ZI-bdx#4u(&17+59pqA~aCofgtF0Xlr#5&wby{|_?9}it3
z9FPySU5i2yQ4}$O-sf9Z1f711{rlIl{d_`B^??ukBPERXm)cKp94`CvAoaeag(JHq
z&WZbu9)p4zh=SuYWb#ortQS>&D}j{fbS#$y{xWUOv}jgRwB7}Fj2c^fzH5Dz_{GC@
z;{56jHFJbhbRc<XsTFd`^T_OIk}Q@uSmw|DrmTZ}jpP#`Plg&8EPED9+nLtY$%Zk%
zuh(1XdJ##W2L@8AtNp^uXtKR5YdfIv5P2cA%N-(tvf#_#a{z+3z=-hIf4=nCR6J}x
z7M%90Nzwtc0O;wI@v{Al3%hN%V<!P6*~0&^W+m|EQEd=I?!v3cW4vj(nQ{v!+@ZjX
zOHl<0LgbVn21mrL+^K#nRw%{d-Jjt!jDZ`ItVb+%uoN@pNr|-i2cOwil&_mwSSYw3
z6or>9962vf9}S*So8VSFruDTO4}0J=7t=($w%Wj?`7h$D+#{fF!^Hm%L}FptbAT?E
zI=EO~sQ*2sjkc<JkMoG~OB<Km6gy&WuC0_`%@I6WNEy5s{J>Z`zwg~%VXqvw1$qol
z+t0#8X*v|%lVQN{9rwyN4v~A&^?M>Pq*`Ah0qm~Q)BBNnakC=3xGldq1O4oXr)J}c
zeeCY((+m<o;0=uo>hqeJ14{%_F<nD0E_;)VOu#38%EnDBW%pDKvStl2y8o#c|N970
z#J2cVjGq9J3jb2QmzDLVOHhVS>!mlAn_?#&DDc9E27dVa4@zyvJ7DE*b@*$Mmj*N}
zxm3HOWWDdvL3>BvH@w$mqN1jjY)>i6O+!pkPWZPUJ#IYU*cHi-W5fLi3#tlv>KUmX
zX~6^&RT%d6{)xa8$w;a+TNTxeLzCrBcRUBU@kjL@D+kT(do&jKe$3+jYYWF%D{Z6*
zt4T3loJes(PczDqtHNx$UUk93997^+nY}PG+n3am>gKDR`XW5Hpgns?GIKUpJ15u9
zd}8?#=;B-N7|GJzHD{D3B-Ay#GlsNc!Ng9KSX3W&&0^v-1a(0xii<^?lx(JrpCmgI
zoee{;UWf<~F64+n1to&nN)d=?__HmkTFhZe{pzgN=zcthj+%;sxo0F;1(DG850CrK
zg8wRM<LI_P@zmSa|G{|l9a<iP%-T*(w;`VKucu_V$nOdcu}8c+%~a!n>lE(WnU+Qy
zMSTzNH0GeWAadSi_mrEcnG;tP(p}fzk*C6J^b4s(s2HtEIJucL;_VAH&~<L+SB&t+
z87}1-WyNr7UeHez--E(srW|jlJN6zI7|2qO@2x#|j)1T(dwx3xkcI5DWXH(C_nfK{
zQ4mGL$XHopTVPYI3fr_YSM4MW@V%UwS#onAO)^X2JZSZX1eII>A@je|L!(&nca+Rh
zZGejXu@5mqNY$YI8Oej~UozG6)xPVf?!?p;116c4<IC2rq-AimQq2Gvs|9mMc*}??
z7k3rcL*DyAV(s0fx#hjt@2H|?bK+nR?c=~7IoDN<`CXdzfS`VEBco+JGmBR<lK^Q_
z;<p2r#3Q!^bT(yp!eu$2LUHt4kWuJGR&3r<tYUBUdTRt*Sgds>)IM+MvL%Y(n(*4r
z2XS2WE5dTKuA^07K^)L+btGGVP8CsGb)sDE)V~CNE0-z@862f0@@QazTibQ#EbP@3
z`);FU1L|vP&blt0um&+8t9rch&^@T!co{1$Zls5Lnxk$mY^a7o!ZB7xg*@HYuV1x>
zbF!5xo@4KRK!HO}@REt51|lvFtkJdh987`+SJc^fKzJ}^ytgbUp0x$zxHL@IDfaZf
z-;A^%;iQO%0za~LXClZE{u4-;K0C|U57-4kR~(hbI44x^;y;f_%*Q-d%+L}u+B(rq
zJ4$CSNocRFkIU8gHC|oh#Vp;m{)7_?Lsd)iAmP!t!jY?L<I5rU#)b3kR;Afxyt*4I
ztN{hgYVHwIrFYRe<t188?I2I~G!cDnnbSs2*27USi0j6m`wHXZk5)UC2!?naWafD3
zgMhZ1Yu-+>Yr3=@kJ3i%yDj^)o!q}WoWC|^bzz(JbX8wW4MJu>pomy=any?Ww>lWa
z@6O5g4k5eeNGjrt_|F9+00IAGPXnJy{B+zEf&hdkIChxj7^Yk8r0~+Xl?I2QM%u!D
z6u|tg3=r42CP$T7c(@d{yTev7gH|!gsjdCt!2DT}v>ah((wE#=Ca{IfDIUykzFWax
zvo{eUMp~ndjF3gCM&=d_rC$xoR&z%x-S&;@(65LN47$G^)I>s!nI<>q8{Z;&(*$uj
zxW2+M$cWCdX~DmWB4(Z5PKbAOtj`(w!aBMilHPJ1;<1BWx0!&_eeHuV+!Lm#d^}|I
zFtx5uY;saG!{D=*{5O*(#Jkh*+ln>b_b|^`2y-(m95)H*iH9Gife0;fO4}A^dX3}O
z+*3!q0GZqTWro-(>FE#I1br*fF7m19VLoA}prMg`xRpDNe;egEGkb#$jf_f6vhU_^
zc3`Gwsdn8%&W%DsqXuc9n@hD-g&f5_kf6G@Zu-i(m?{TIL`QS21)KQC2Lz#^)ym~G
zNFS4eNN)Zq3hM&AT!pPn+;we1ci;%fIA3*t*p`39=*!R~nD&UR@N_I|=Z%b*vDEV!
zz|w5}b54Dr@Y=JG+2eIHgg^5@0LU5ei1&wn<3Q>+NmcLWT$L6(R^qee^GlwR?gTIO
zfA}k};fU{J#bhbOSM2v~FStw`GHrN{9{EGjxb7Q~_MAD*X8aVFc!I=+T#K{=Wb!>k
z&2dAxc~$EpuX*lR;Md8?cgRT|${u3O?26&iNoDF#;mG^$;6@~JYCMM5-o^E_Apn4Y
z8voTi-2zjOd|FmDjob9x&S;59q>tU^gM4qY&~^LV*oZR=s43FufaG_r^Emh+(Qld)
z+|lt%&}_WsZ4aGWW<wc-dqLR7l#d|&*|7y*z{XX5{0o#eg0Qd<z!49#^iX=8Q~MG5
zvO>gk$C)(0dWW;FCSQZedM900z}csuE^f|GPliUjZm9S_HxgNzt#W!;8}y7Q8BCk?
zQ$(rqspwAjmf5D3Ex$RNlW&(p4}uGYnCbg@Yd=r+yxgZHVk`K-;j60|VgZ166S`cc
z9-rDS$4L;3JOsj#<gAku_Y%$UOYL{-+bzQ7aD1-@IF%2N!baN`zmhr~7et565hnOO
zGRg$=;2vFiW`c`mW};9Jh|e(jA3P(nxymMgLn>s@w0w=?O90|}a7S}ce*d#A?E+u!
z+AOK4gXg+C!-Fxel#zJ#)|<dXJ!GGx4Q`=1P}aI3LxQJ=P{NSdw~L_2Dev7`x`mXb
z5iVBUK*?4~0+0A<2xc+@Gt$i&gs7Z($UMBg|0-&yun9oTvdsk*`)<e4{q2&$-w@_5
zfe;SvtFjaSHT2n;jlV1(IIy!)Q^gn<fCCInGH}*ZpdeKvh|~_6qDWG1L0rDvaBaw~
za*>$-otons+nqUGb?(UHWna+1Qn(}>+nK=>`Mp;oQ?8e?;ZPtTn=a$19<NM3As{XG
zjKaog-4qC!<4A#6Qt~X^V1LeLfsRCIla-ofx)MSKD1xr&-lSdgDD!s_ZTc10WrHj(
znNe%s8lQ(INd+cJb>cN`-(@}Z%9WkuNa6y@`B$AQg06Mr9wR)K6?_h$>IK0EV0RUw
zUmh|m`f}0?p|^JDTphl%L-lteQ(hBj%S#{sPhd@M&;OW9J|C35B9E7g*eR<;;7>cT
z^@hpSr88h2C#moxW?VI))90sP&I2Y1(A0E{@->Aj0i8g<f&SbgHNa0Xxgt((B$`ub
zmjmSHZF5G>r2%&6|H?qvlpFm`;MKTvq2Pm5{1adUl7<9!Q;(KnYb@y~it|~b^KOYn
z6Z|+;9|+dLS(nX0%NPMC;L&as0g=1U4!30cRtOHI_sxED(=*u71OLONSjy->@!-(b
z0Y&cw;Pa7d<^v&;PqtHLSGlI&+(ztad;Umm@DSBKoY!DvV&bGBIaMj((mybd4y<D_
zx8PS!ax_uO<*(l5oLRX)s*lNPw?nB_DQiyl$33`^Q|M?0(BYsZci)Ql`|;&#VW)|r
zJM^cWE)W$vSGb2+yFA_bKq!SU!Adx3@;~EIJ~%U$;do3XQ!H2QawDm>$Ic44PD!ui
z>`q%<&5O5LuzLyh@FlXt4irb&RXD<r4oL&9DVXz<1|w%uiC?yC{pJFp8M(e?lDx6~
zDv#KrDPQWQ7QGPg+wSgCcB4qx7JftkK52@44beUfKH%mD5IO+uh2tU|)#aXVZXu+c
z=D6hT2o$(vC}X>yvhJj^WrUIe*qW_>x5mbWp1<c~lawkJqG&XMVTqV0EAG_z6*&EY
zb`E$Z3O(cs%boW7c!Ue)PyRk@l!UX^ir0Ej;o2FzBl6`O_C@J=eBa<;YUmZ&f$2w?
z@X6qsN*6k*cgl{R3A*gjC>O@<`P`zXPNIhMJCHGkPWf;9*K2+<PyGSdzb0C#X2)NC
zBh9c&l%M5W=rBpX80~B<=5hAu<CU2D+Fgr?2=bV~xA)5so2DjVngW~US;hF@h-HZ1
z71XfVA+33#0<?E;cC~rbl(d<=J5mZL@HVT|`_y)toa2Z8+%10hgV!0iKL-=^wzI8U
zw+>dIJPTx6fw{Vs|2~iY(0RN@k*yRXP^y6~(9Wk4tZsBTuP(wFj|xGbEsqoU&Ehvk
zgUFBijRoP{3MUa_V$wcaua6Wt4H19@;{3~^u6i)^vc!8%bcl7>4nXb?OpM?AEGwA%
zGbo*A+R5h-YkoWYMvJfditS*)WxGjjiXrTz9UL4{fXATi-91H0?vQ(*Nl`ljh!EL;
z?Cc-lpqghnW`mn%<MKJ~vn}Go$1esz@_PaSq9f>jpmic~d`ytk-mP1EsZ4MwmbJT3
zS*C~guiYfNvb+W2a<0nqg2_Q=lPI`}wc4hd_TZZ^0v`(KeZpV<^QEYAkmE*~#{xOT
z{QR&^cqOB&<6hq0eom&PUD7gMaA<G>4F+ES6bVEG60zAj9<oZ~7?8uPrVZpCiZ!0I
z>d6Hz)&OdqyEUE0{6awPN+O)LI#ghWAn@gU336fSFD(TnWPq!1ESB36)VqiW<(3HJ
zX#Fcb<Tt7PXL!%kEAQ)8;7a6Ub%v9f)bcQ$OjC2=RpVfA_klQdFKUnp7`cU%$sa;Z
zpaJ5Yy>Tu44zQTAfl*k^m<b?I3`hEt3n<nI3d(D;z$>7qqbU~TckY4vNqQGeEcZ@E
zOO)r=-;7(cE~GZj4it}j0p$IUuYfNv>2va6Y0FG>gCz=h82_tK1X$afP#)DTQf+3=
z>EKC&^B9-A^Tr@SICWeBhq$ayGYOasj$AdUfr-ePQZd?~@TDSn|9d;2AH(kQWF<GJ
z$LJf`4OnIX>zqhkM@^0n+{xz)B1^0^Gq}lEIyG+WZ(8m5_-toEu8xLA$Ui;>m}BP$
z*hX{<!3Xirrh+BD`%QGGdLi;Hl-{LX^|H=Nhg~=GJB>BJs^o?9F6+P=;5w`kw=@7|
z+8*rpVLWA2D$y1C6s1<9tTw6q3@K%w!I@P*lwLA+yl(|;OUY9;xrTPhO7G)dGqvL$
zT|5g#llaz>@!#;!l3>QX@5_+Ea@iXL@_^{pgD}!f2Xl4(4|phygedqC2;pnTGxnBS
zc2WtH_x@G575esd<IV4<pqzwy4-DOU>^+^nD7D1=l9KPtjA-;=DnRv)^Kcb|Fkn~u
z9$GKVgmm8Jn|BPLRVV;E4eUt%l}|3H#77$cAbhaf!B_dKT~uIkfS>j{UyKAozPf%w
zoqQl0654v_AmK+eR%X_>2P@J8(FH`emgBgyR&La15hKOmZIv4QHHX*8`FOJ-Lz#Xr
zuTsCjW4Xy>qrpiF>V@&w<8@vc5XV?6jVu|q#s3!O7k;gXyONdz{^FUaxf2lR1z;je
z)_tFUCf#Y%P|SiL1JgzFY(X=-IzVDTF@A9np{oPnA|s<=EgM*D?55M``pIc(f`3MY
zkaxjbw>xX)KC1-EgdC#}y=zumD%mi&lH*Z2uEIy+x8B3v=YZcH=gKsWo9A8(hV(7H
zfOL#{>O~<_6*xRftKj8d)t#W37-s!{1VLZP(#YYl1uLsH@~n-+(cz&7HJx{3WvKXS
zr4cHuC^bIB82bj$u7G>7<D35oC9<`W;RFvDli#y=-Cw`p2p4N%s^76SD!l;N5k$XN
z{UPs6NXu<N3xmwrOWq64HHRx-O*RT&*KD++JBKP47zDSwgx7xx9LZ~&y`>0<&t@1m
zHd`%H$Vi0@c#+0}`qh*FggX3>NNd&m`|R5`x#S=A<3X^(r#IMz`Nh7?I+mfTLKT77
zVIb7vaqg?FfJu6WgygSnHaPC~#zDYPl)4?qAn{5Sd{&VkFxny_C_VuaR8g@nqsx6V
zw8i1d*V($jsQxAVMrROHCLt1B0=fZ)dH!q($snT-B)OPl5>z9|CgJL$n+Y~_0*-I+
zXB3?0KsYpS@sPv$+f&_ih5l?Y1>VP8Ou`m6Dz;`no#o0fFr-=Pj(E`YVh&!~g;6s}
z$ZS|}RtvJg<+YSs_uvW-C7c>|@5#_|OG-6&_NEkbsHnm8dAYzqiM~#k_1&Fu-FlpQ
zLs%#%c4;DMXRT#!%pYITc1p0$-DSM94)8Wz4&mYUycRLSo^FcR@88x=zn7JQSB!Wz
zX!K>EL962Ez%aY)Z4YRxpeOjj;a*>+8MgcY4DIdf1)RCr5<28|RWm<E%dO`;K(v=j
zO}I@D+@t15bocTT+-6zw57+VS-S%&^JR554#l43XTs4t3gZT;d#{l{Q3zD0>3$*+$
zW2S73Rv|kVIpc$Nx$)BDB^}==JLNs;FdffJ+^3HL0B!}m#I|*3D-T)uPCcfrD=F0A
zFwc<|lkk5vcLE?kWxiU@HZz~pM0%&e)fyv#MW>PgXBDcEtS@2>^m0mo3VHA2+3<BP
zUv4kMm;9ruk^UHuI+&NpK1i$fRmcN}{=FC-Hf7(<w@cUwP@jBDUrzIw_218=VE$yt
zf3BppB<M(aZn3K0;bUB{;E&9Ej`am%<yPphfWlm-<sZZf_U6rIKu+uqT<)7>zW<2k
zDzsuRSI18u-pni&r}VIh0Up^aMVn&Xx%v5;iMxeL;JBBxTYGNBa9g=)j2?}=B&Xyc
z0v?~=4}ILB_Y)S4mEgq&*W&gLpoEX<9h2L~UvQrm>z-|Ak_)c;Q9!c?Lk;xj0P6|>
z_1CmPjM@y~`t6)UaVytwR+nfI>z^AvF2c`T^D7hP#0JQXw3Z7M2f{dyzUZ7hak&t*
z^m<*QP+@c!d?O^Aj7)U)yvwO|-Pk!)kEeX7gAQ(by?B?6O7^X~`vH<;y?jqYqE|vi
z3URQFcn5XsnJAN+h?WK8O;P*Bh%UgfWEhC_O0g|Kep*ns-|Hkf-|9xs?F@XXm~`J4
z&^~i_q+_UPLG-|~TUD@hTH9SKLZcmsBSI{|?vgNuZzBw8ILyqFB?x;<diVyq-+J!;
zlysT71&3!vExgZH><?Yti0(d6Y&gKdVXwMCPOVp7@p4>S4z)rCQ=y0a)`)%fyNhh>
zAbQ}>^SPwn^Qg3XKV=-aS|)<Q(OWRLgSP+<dEd!<XltuHE4@xLbfO50`1+m7eJ|Mr
zF|WW?y*s8s#j&a$K&{Fe+i3%GCWuI?CcYaWSK8DzR-}Yp^7|Pfwl;HX!y9-)V2-iR
z`rgH-PRGzj-l?-&b^=)Yq2Ozpp`r3N9^r3@Y69vEzQgzs@UTx9wZ6G51Y86(L)z4o
zql!udB(^`iBabxQN#lbFnFW?t(EWIq&t~3K-sv)bzyiHgs_H2uL7xh~jT_^?#@sf#
zs-^~A%A$<16gL^ca#c2qkpjRgflBTo$Lm*+YYvlK!abkZo49s9DF7B%!vF-LRv(nF
zmCaXg?4og$*~$8qfKmVFi7d5O^Vd1Vu;Oan62LJH&8o{)6WBzWw~SCM3}A8~g}Vq>
z0XqNjYSu$xIY6axDGQ+Fm6Ef^&HLpSdW%-anuZ{s%|_kPp8w)@yE9o4(3EFvW>?17
zUkAkAe|h5tKwFZ2pw_4e=_l@aE#1pl8XC?1-aT)|bCuizO0|=Rv8Nup*YBiiXMQ4q
z%nO1HrB78>Cd)+vPua&fD89<)IEb$zQZ$twv~f2cIu5-D_MWM<gVh>A^;;$Ax{WyK
zrD}f%Um1voJ+{iYtMZYPh7g59TI#m*p?bqV2#}bqHXufS%gw2{pmO&fY^y0fClA!7
zJljfj^{(<<!V(L*<;ebZ{ceOkVjlQq{!?yAy`6H&?WwLdq8tq4Wm#eRGYB)Sjeaw8
znkVS<-BW*IC*6hK0fi=q)w0|DV6Db{27Kdmiwz^E5;;{95BCkKCk!|odUlkQmOp~|
zJ_^HG^%aYuOgpf2rb8$Fj863p;xZd~JuVWz<VqiN;Ir7FT3&Cv9dzitY#XmwI_$vw
z9KV6ibni>`4?-6mFW3Pq{xG0n0w`U2a`JEduZsG>s%<sjaOE_+BFf~g#qRz*J|ifr
zZ=ofzu)%FPklVstA;@wxMc_!-)rpo;rEc4EU+_Hrne+bd_fEkwGAhfm(#uVZwV9e6
zk<}T4Q)+ugk<pV#&0)CzXr7g^QMz(u#c&SRrGvXdi|Ly-JD2z6=L(-j>D-fT<F22g
zp5kb#O$a)Dv70Zkdnb-(po((hyQ`{aN+x(&LH|1O7Z<hrGIC@3L4{Ys2HlYexG_jZ
zV~OgDCpI5>+y+qLy)VZ8J!SJxsQCEBtm{2Utc!@Z6~>#n>kemScIV#nQSq&6ZSYm(
z|8<z3=pTk6XNR(*VVvX9C+I(gM+k&(?LAo-(9E)IAXlb9Ei&DYY`V!eA>Z_s7bz~K
z+)?)2sN6Dz$pxtvcIvF3-^Z*7>3mqmOn#JgZz<cM+U=Iw)a)Rwg0!y#uqt4)h-6j$
zDv_?+Uc4AS;9|4g%Kok81xS~8cnL1k|Db$iNPhe69W#}~Tap&fTKO}tU`an5d?$u<
z4Fgmb_RP%><?54^@-N{-?GXZ~I#&`98GrH<>PqrjY(ft7X1ZQL`&h!mOP!;Ia2x*3
zM-O!`9&CH>a+>Adye{Zql*{TDlw-pG2%H(Ohg%q|>)hL@dNlHN4Jc9nlty-3#@S0g
zA|WBC2h>CTKCs1kF!%+?0EFbzryq6V5n+qf(=-cMwY1#AcFw<~WY%j@vGwL!@|eBG
z0Dz+Or)}`;V9mB$T7&@kz|>zpdQL^%O`X)2%qT!Utp6m^^ivjv*#~~MQe+H|wDNfP
ztJJD|^cfsaPN8ZcHvgAXR}ao<U7^AL)m4x)0qo`rWd?G|l0lIV_}k6-Wq&*n(#oma
z4IjAmu==j9j>gM9`(KodENlu6C#^qUo<AqKR#y5-X40c2ZH<5xMTmbdUP#Dge#g9F
zhmS=Sc9VdGaTWv1ca01l(ED@UiYjhIX73`U*+^uBi|d-5d;Ojo^x|sPX)c&LSC>4h
zo@+E-ASeIAMhS_}lOv0`x4RQzi5s(U;hEa{1<t*VSZT52HdjD}$=rb0O|v16#JPIc
zE)JU0SxU1g|9+D0i#>0Ah5D@<X!^54rei=J%AZH?`-EAd>Av<fQ!f?hoh(01EvQ-$
zzjqF~QE}YzC|_Q4YXXk7e#<DN#putRLusV4#u*FCV8}6og;po_Dzo%jNPhHZr@`He
z7vM%|a#*7$8a&hFgpNcnj(UEeCiS%&(acW9B$|OdHX^Uf2i<(4bSwudC-xGI`6Ykw
zxs*wx&v<M;*K?3vEUYLGjJOjK8D;AJ%cNbJR*#oFr{s~RH?^I3=&jqccuq~>Qg1M7
z`VUt?aK_WX2w$&{0yaN`6_q;cpRs%W457MOcsVmZ7kXJvZ^5k=?ItH!`)V{*XK*Y`
z{q%Qb)hh5gdF!<N9QhH<C7%KzYJvXzz=AK=#ID+;&HhSJS90iW01%davG2C}55|x3
zMg1}OlEc~_il1_qFH^`IV98xJtJv0mG?A<iOdKmw->!K4&q7|(i7Xs>;Geb_9}DV2
zyt(81tX;rH9=l0qinS&l+ST+fUwH7t`!z#o+WlOW&KpDh)wZE9F3H~O3$fXV)H|r4
z50B!8Jzvg>&RSnRJ=0-rhrlgk$gh(p7uI*7%rZH9H3VVNfxv@y$wp24hk}#v%1wrH
zFMTt1y!jQ^oK;DWkURPOMZs6Fmx{(d`?N0vewb!zmh1*UAo4H?qAZfAB&9mY$VEdQ
z5^W9LNi%nwVxUTN{t&r<EvTyM;I!^IS6B864!uYTaTV1UPDbfYYBgU$*Bj`}_3LwM
zeyrbFs;izF(ip0%5g~rd0QAdpSa#6G{>~=jT$Nlh#Qcx1px{<l)n0)|dz(gqfLKF*
zW~O%PjA`y)a_*RIUY?dx;+}MAh7n*)Pa;p8mMY_7)5UI5s79g|`Q+0|?0oYsQ*g<C
zP|JNGVUFUJh*~$zRSgIW54{BEcl^Au5T9HtNWAMA#H`%*E0xN23A;O$>PkjQX$jJ4
zh(tubVG1(`KHXmslus)oYp0ACeX;6BdpsB3KG}}l5c{w&>%(Bzdefizozj=ECZp5H
zFNa2x9u*TEgbVA%LAbE&q`plKZ;Hx2+!Ofa&ma4IT9B$-Ip`hB#@A@ip3E9gG&VL0
z{-vDD<t0iCdS?@c6rVkEnTc7qGQZZuMhmUkwr*yi%*GHC&rC*gsfv~|;8cl(i($7p
z4O}9vsQ5KGbgOl;vu(jLB4kxnozl}8Ob3<+T~^-Ck<saPgF0(}9xvF|ex9|%I0_g3
zdFchwBn@xYu=dVSoRdhb(=^;(r#_Hc@UDcU#Cw(8W(jlLeF>9zv=$}-BO#-B#V~nm
z=A=@|QEF@J8PK7}66YaOF&dv*VLW2U59x%@7pltqr&u-eYYLZ)_$B4RmHh5-@=Y{r
zTa;N(fv0#VB+=@&?;-s<IOEPG<UQDa-qIc<9?I+|A2rc&{vLq3zeOBTj{anO{46^E
zEkGDg#SNdoVKp0h62-ZcG?ps1{%ez~y-mBI+wmx6a<5{}n{H~($2gObsm_<xdQiev
z;qf|zd;7np2C?=|bvDEXUJf5Bvr4jVz@}(gMT5E_TIa9#Y9H)5J)}8tv-Q7ptA9#r
zKD2~g&eQQJ;o-cvM;7G?i3#a10<Hj=_|F<<aS1q*n@$dCSMQbE0}JMOLEdn3RbqZm
ziLRp=P!-UDlaP>i=`&2{kw8aJ^Qgt%ZOfq~r)r43m@%DI9p9_`jUjz#M>BbKleXU{
z2%SCptvg#K>`q^go`{Rf3BlDf=}JUi%MP*_RTrx+MM(?o<rkOElzrSTC8Lba8#CAm
zO(Q=ol=PMReLnB9{-mRen-ha54>uILMbrgVzN7zo=g!xxteN*?&L;5Nss(^8EZ_xs
zJw!JdS#uKJ8Ls~b{zyBdX(zvArI8#rJP8`fopP_We?68mi(ie5504mmM#(9lqAK+U
z-wJ-GNGtH3331Tetkg)`8a--rI9K`p<3}I~xFY|rj#Z3e?OYGaJcSQbu;1t(JxVFJ
zyz!TkkY~CpgnS;>q7BOC>U}+6b4&YZ{D3MJrP-+nNWZu;&wY-{#8lWy6L-Fi1xOZt
z2erOAqekH`s*UAAt!~ux*FEFtv-NqA7J>P3tLPT9DneqhFnw<%^iF=4Zr&4?yHv8o
zPJw)q$Z9<aa23Ou2!xy$lSd4Q_xXB<p?Oy1@Ma%-Bij3fZ-3GgD7SFdt8Cz8!0Zn-
zT~g}Q2sOd1(~sB`VA8dAc2RRVayrV`s;gX!ds}4|qmF$F1PKOs@MA>%??44+Mvl^|
z48gT3K>f#~su3p+=Dy8wdNiJfm4EciCAbKnV}t14XMm%SN*qYjNMK4|vI*)wRLm?h
zO;S)x(71Qb;@R<T_G19bAl#2wUEn>8ee6Dx8hoSFx0b8#T+A9C(b*3Jm*;$j_dWPI
zA=Q;)pZ0@ALJy^r<iADChY#%SY)N0yZwy-6$!RRPXikXG^s}<dTtqAsqA-us<W3K#
zVzG&-k9?nTpgq$)NDi|LmJVd(@^-~FNf&u&$e~dZos0(BN_m8~hJr;0^mUatNzZ7W
zLu&BgtMIzBsX?H0*}pUT$#dF2a3;W+iPK!&8kAY_a&`V?N5jN~dGBrV336U}J^Ybl
zR<gOTlh%~pA}w~7YBGGF(Mwi>veo=U=pDX^A36JP-(CF@zqC22Y*i6Bm(yIFd5w@6
zrv}aJ(#z1Wx!j`VBK$Rdv%U;>b8LAsv{euNnfaOW12Q&hUsOH2JGVe$jX_yfo0}-q
z)9O~K$B)LRkWdKaM{&F5k6xsV4FsX+;PLs|-*S4kldq%9${iSYBJnB>9%aV$Zm%g=
zVY!3W`+EQBR^z2Bov`_#c@$B9E5Ej%?APQ$A&+TOxx33m<Qj0~gUfKOs#eaGWqZ~H
zY*J%!iJhpJCa~zP`62Jll3^3Ar%D+;L%wj@Op7}gt4^{N3=7x%x<v3u{3LDAI0>D>
zdnmOhfCdH=!&N^<T91O#$3*(K7#njsU=IE81FN2?IodvwX{|yJ8LZi0{Q}h*uEso;
zL*ez&8e3hB(Ob#(z?eTXJ74l!2hh5idT%aG2UvRzUAcZ8w3@4bfvuRHYs)+&bgCq*
z0?}s)je3_%X3$W=3RLmFBp>TY^F#AUBmdq~<#P&uJd|&C=APQ7fDD~m{fNWIB%7=>
z<+B@eAl~sIifd=JeIb#gLEen-faZ(gq&G3Y;$aKN3Wey*{HfO$AmQ!B^!qGId?;qT
z&uhs4LLJuN5ybBR1ck^?hUedAnjKAMo1|Xgr{Q!xqg|DXnG9U$F`7Bfb$<-Xxa%3!
z%4o&<;G(Yb)P0`c))3J(z0z-{uub{^>Ufas^awB={Gf%RY2)jt`+QaP%_B$k?d{uJ
zgg{hiikDmhBO>6l_KEmkd#sOWh|gq&-WKE9d>gbrj5}c%kn{zpDI#wbVQ!ej+2SE2
z#){w1_VmSw936)={IxSm@nL&vR#CrE<Eg&SsER#%#tJ!Pd}`XvU4qyBGtFN!oQRK;
z9w;+Q94fa2-F3VkV$wWP78e~7B6av=g-KmR3<PwuCT4bB?E5ZOkELEWKiW*CI%;w|
zSl^TVEk)j3suA3)yr|n^Zb##UCEC9&D5#Puw$byccnN@+e&>o&v=r!A+P83fDr;g{
z;V*_dXL3hlbf!7C=E2Q+=sb%EF8AK6-kMD?kGo>cFWFj3xw|<ZRJbPluI?fD1Z#t?
z@sTcjZE$%%>lT0*8GDK&L;iQRzCqL~7J`x%`Y&M8)iGZaU{wvXpP#-q`#Jx!cobRw
zQ#fMJBvS_tg{~7l{*?*R<ey3_D(0Odxd@bMWP1mV-^U3Mc6TzUFO&+dxYe;CzI6;%
zZBlB-&4$_2RKr&xbZ5Yu<*sO8WaOZx>f(g_D929NS`n5~Y^hOcz($8Nc}s0TJhLul
z8MEPK(^Da*X*pab*O#!PwS}`!!1Id4b1$#TO3DQE{YWm|X#99nQntVv>W=yQ5s7e|
zXZ+EQtZ~?~1jfkmll|DlLKR?~ZFE>zg0?eyQtJ!OwA0R;jTVXBYY{bE+Cfz{8En%k
z)L=E1GfM?3ehBLv6$0~u8C(J0W@=W!yP9qw=j)7twi2t_NP+GhiCmJ%)|<Y}=SE#0
zsk>EJ7qnB0F-U|&n#TA1WNi8X#_^Ms#e#_F&8M_9^~q_vM>MzRsri+2Dl1KaVfLBD
zpLrI?`>cDjS~a%hF1(AlVzwQvT{ijCL$KN{nZJJR6RXa8p7CLc@{ZW{5uxFc%9@E;
z9!{r1r&R$XMAt7<abYRDR?v|JR@>!3mee)p?07?v-^}aX=qBi&%m}q6|MMhCUQL9h
zw2iX@1#l+Io%ox}bO(Ye3IS@FE^~NBLHVuy-2UHE>IH{pIwm!x#n{_*9G(|%+=3+7
zT&SDIq~jB_gmTIw!-p3b-Kw@w?F&{9PLNYZTd+bV&f^p)-tbbGslSTHG2%Dg<@!yu
z@s2P9FwG>%jl2-5fmMe(=aGk&*H<euwrEpE0yx%jBP`V>cq}Bpo(aW6g_C<jN(?f_
zAvo1sNfA<wE!?(oDyS*;bDtis&r^z@6X<rTla)d9X^fz=D+@B8YU!4!Zmq3yPc6Ww
z=d|!aKDu(4Q$B6~BhoST?zd$;7hyQWmH@0lKj^Q1nzWtZH)soRDft^q0K5L!#xheP
zK18!CjH~e_I3oIN--YzCI-lH!Z87YawSC)#oT+%}w*1VsI`_cE5*6ygS@^i6m5RZL
z&}pYZ*}J*IhopeSaKdbL_s5c`MF;Bl|GF)v!WMHy^HbPmPqZy@HWR6v-op!b9#qVT
zEj%tOw`-6alDF3fGyX{~42lU|dU@;iZHIaFDxd>QaMgmd10lc=P5wqflbW0vmk+%(
z-*#L~*3Lm@r_TbsOmB~BFvWl~3y}fPoBYy?>wZPcB9LQ@9{*-cW!l}^02Mt~y)d^S
zn6IReH#_IN=w}pfzYTjlXGtRme+9#6qh~#IQ1NqdrTlX)uoGwQs>0tGOLzCmJTrk$
zNnx0{xVjwfB+0_joC>AJBUvG-Q?p$Hdoyt(*Z-pasHgRMF4wVJzn!YLNrmLjfr)cL
zOvc?TrC82Bg;~z&Mm49&!t$@h_p}-3YE=<-J9btGKMg^0Z1vv0wy=ry9v4ln-yDBe
z;_HTz<3wJwX2Ht3U?7{6WK3KS9w#m_^Vv!N(Kr<P#W_-To-DYn$UA0;!<QG#*?Vkq
zmN!u&YD^VMb4W!%i*&vP3fb#7Uhv67pXs~Y*j0^i=0DnpN;`T{!7oSUv1jTgK`(Nr
z1|&yDj||p6Ej-wb*V)?;;0lrgl*uAhXwNg6u-H!om3lH_mMpxQiGO2~8e^yKIk~b?
zn<HuH-Z@(>D}!2x>)@(Jx;Bio<rpeNii!qba<aGvzX<H=i7gyWA=suO@sZ(Vxf+GT
zX+2I2`3HOc8&OOGP_d3bkG$DxnH=X~!5VoRT=CKi$v|q9{gQiOoLB)DO?nqe<WnV#
zoeD;ae4ISJx@#?ND_663*33!;{_4gS2Gg&dY$H=Z$?Vwz?lC!LV=0A)vY=OxXPuko
z+xxL+={a;afX|^(D{A6c1VcI2-%}CX=Fk-90OVQU4!`w-Lnp?qy)@h{|7{*-uyA^!
zP{DJri;j!m)z+pYKth3+u7jjiPK&EnavSdS?3`dMCs;D5xnv*OEyoNlq|!2R7h0~@
zeKonx)JIq#c)XU!3o20>h;t^n92mN3zTDY0n|RGIc56%?-Wer`NsDnS5J^hU%rsxm
z5~AYR6qNCFEP}*3<<+a%lqTnUUS9=dlIuJb`xy0KHRQ|OHe@yKAeM$fR}lK7jP9c+
zTUzerFH@ZP5WHDApV2Bwk{a<Hwsp2@d75De*%$N$;3ypa$kc?(B(CKz*4IZ7<oPk+
zn7Yg*{Q+1K`UOh8#3is4<tbi9UusxHgZu#%&X`|SeRpNcnP1CMK9o$qcs8yq_BWW}
z*+&xtSvO(BD=l_L;MaE05z%b@8Gljtm@=iry9?{x2^iCrKm=rp200aAnmUB~Z+B2;
zIi;Sz&^D9&B%i~`KaiaUO2IpGZCX(gQuXe-BvRVlxw7o}4U!6V?zG7CF)9?xE3Ob^
z#{ELkEIc+dpWA9E)2!RAU~iGH8{$7oVYk<}?iKV4AMQlc#@C8prCaP?`kmJYezO;Q
zOM5%lMpZW_92N=PM{+V6bWVUXRTK*AKz7m#?!C}fFu6b7mbc`hqry;JV4thh?pl%)
z3*denHP8bi(fRA65t^t>%^Q8T#|tXclx>Sa4hH@AZ?LNfzx)brGLM@QV5#0;(R^0F
zZD~B|n3?7ueg*d(3c?^#W@v;GroHsG_Ljbx4?Ki|wX;;%(f2Qy$7fej4(ANt48r3R
zUL#atH{9#)sX2LYsNwDD&;g0vy+Eirq|JZASAt(4lAj|xm{(|D*O_Y`Fgvl*;yi-R
zlC8??<W}XzswdjTNvnFgC7?7a#^55}EKfTvn_L;KgS7oA3ONAAyK%%Z<%WbuWz;Ns
zfPA0GzdC|7_OF%J_XMapDLr))gp3rIU7R(dn@bR=JEB*NpEgt*XZfdU-?7-v+tQJ@
z<h1{k>I&0Ny=xC|#O;O;fy&~ZJm*{cHT^vv(KNkJc?PIjUI&@_TD!gJMmA-b&dY}~
zui6E-U)%Y6<P9%Hfs*IYvTWb#g_cF${p?wGMn?XWSG4r!-Ur;+dT{$T3arqXPZKU1
z2+h5b>U?)=OD6s#V1Ty|)=IBc9Hs&7sAyNWTb+Z*D0$?PWs=HW()yA>bIV(fw5w>h
z#C1s41vqQA;GF9}svs_?bupBVpjWuNovl<f+#Vn|7(5XL<An{0vxatcr!M7W2nosa
zT#U_E%~$L%es&e$=OUW}gkU)Op-z*vyAs>?Rz)r91}wNbzaQ^X12u2e0$h5HwEzaX
zc$?JsdpAeVIT-I5gP_v4nT>-n1qwjHz=~iBB6Ewcz9n`UpxP!D?QL|roxg8XR@_pz
zj+VV!SeVm3i?;_-j|=mVPu9q2a<}ehFx4Ft56!(KKPgG0acBOM-d$}68)&p}eFF;%
zThDG|cX;&U&p^bl;;q?Kt$6&}<S}IRhhSh|y2fmHsi9PDuUTi)-lyQFbj$~D4LXDu
zEl<S?=RA4MtL<WTx=%sA1;=j}XxvrV<#7IUs!GFB|M0L;OodVUDk-^SD6Bd2K2u!{
zpulqhB5gVgW__vaX`On1)FbtivPp+Rr!Fq$L~~eYZOjpM&2KhUo6T5sy5U`b5e&}M
zn*eeqN7LC+Vf2xZQ+{vnmA_)2^j{9t*>gD$r<?aMw?WHB`wD**=O&TCUuF(!pMO?h
zrFwOEf9itc;VyMu#P)G-8{oHz*|}8+Vn?-vj%-WOmb)^kg>#@gnFwxc;<(_W)#D5d
zUjdvoZOoCLjM%>=F&oA${fr}lC+@x*S@>el0D0!@r&Q%o&NS53>N33GJ0&oiq;sIV
z(><_YsHjiZQulqHWf;5(kcr&{2XCJic8o|Z`a;ay2acnZ#6tJyNA=sJ+M}E24?NP;
z<?;`o3yyd`trKoVuOoDoDTX0*w*1{{THlSxc))@^CQ?xRw%Bx58DR9N=`9@Q&`&)R
zUD98CjLYqe-TJGeY2)WVM8`Rc%Z}&#FTxuR<kcyl931-f^|_uGy3AN+-zI%9&q4p7
z`>fm`@<SxFpKB5rmndSX3HevJpu6sySpNv(a(48q4T&4(+z=vmyJE%<{>ZAInAl}x
zer&=2Vql<r!3$O)%T9BG$mbn!9g)N!F~pribJ02&b3mp-H!5*)SM=ikL*1($`y%eK
zWlDgE)*j69A4{E$CNTCVX<{wsZAHt0kO2nzo7nYr<p5fgm_c)WCcc{#bk#X?1CP&k
zv2DJDbH-q)j*eJWE38=lVgeEUUs7(n7>u0jbpQ2&K!Pl!s#H&gO82op^{Fc|w*G1<
z^?1i5URtMyb!8JV0VgIBF)dPOp2emH)T@_^PREB>@ymXu7KCMFiRa?4z3;g36|58?
z7QpLHw$!Q-tZa@hG|i{?u_fD~ME=-zRY^IGefVr{U7_k?V&AecDoC1>5-Q#+luCf+
z;c?2k5S<P-9@xvGqANi^iGIrFaY+J=ZD!-bvmmUM=B%kYyU^LO0ZeVk+;&*%b>d8#
z#J9K46p+Ls)s#;jxkBMw%1M>nuU4F1+x+;yHrar<l+=&h!r?4|7gIBlvEBV|Da(2O
z<4Nm(5|-(nvf>n9C=P!E=_QC5s+e<}S<LO?reV1AiJ327ia7VzG9pjP6VyLDnR<h@
zqrcM3zbWS{#hJU;S4<wTKGOKsvdSO<khI7LOCq<1BO3DX#gIE1hCMq0);w|0oa@JU
zf`QqUl=fAfoQxWnUCg}Hq@vH&A?z0%{Ktm_n6F$ez<{0A-pkd{3LU|fJcW1^Wat0m
z>pj4lPP(>n?C#nNMG<gCK}AHAW+1@YSfzIb0!k628X%NVf?Zm$(W@f88A?J6Q6WU>
zNC_PwLV!RZhMx9K;_kE0`+nd5|GNY)FCodyoH^${_qoqZVy@ySzF>aEGxjo2wF+F|
z_MrcfX&o(WAog_0UGVB)F)iKNhMYhR@$V-La(8Vewe+u<kt#m*_c7$dqA090QuP&Z
zdD<@5uNRiAD;o1DUhtncBR<^hIZ=h0;Lfm#Te}`_1L&hR$Z8@q=lzZzrMPq|c<)PB
z-%o>=&RBo7-=V_uavBM4J-{iQ5BWwrj4fxy4En2%c0q)x)#x?vVWToP%eP5N*OdUK
zX^0OhgZNa%+_{nb*etre_6p^KLT3yMdrH>7YSQD@TRsuS|5EuakH5a4cnZ$!?(nq{
z+p9$zp)5x}h0b*)Xp!^8{QZXpmH8hed^jy+sIFB7d(Ef7D#w0k816;he0zkSZB5=O
z>&Z8dfcUxCLkwcwPf;AT7T(xRR*U1ZqFx`zkwWlizenbtEXdYUy%}R*TZl4X={eBV
zM}3bIN>5Y;8ydZsyE7T?lS;L$Fd$aeP)3UXQK)Fc5dT(k%vm<pHNVLoDf3Dh?+T<(
z2CCCNJq(!-W>#0o;)~z<<P2SR4Tha6RY<x2S<$(eQrA}Gni>K3C*ffSWJ^V>*}D}x
zn|(}eCoTT#ZN9tq#SSkGY?D(OTV}dCg;<wdC(RAU8+faiKzuy#GO6b*;KenRHqx;(
zBJFoJYy!M%$F~r#>#smE%-??}u3GZ?XU0YwC2_nP?fY>)LlP_HPia=>u*_d`wCjD(
znr=C>qq>RHoP<^sknueNfc*!!J;vh6lV`)|syHiTlBqd7D+iH64IC)e_4ZjQ@UU(Y
z-X}KSVm<AXcV<QL($_<~tf!-%7A^jNm4`Y%WR-pk`c)n}-~~Cm@gwZIJ5kZgfonsG
z_W(iCh+3@OYnoSxt1>U5G^>PtcdEGN(ztkLSjiWAx6T)DVoK4|`I-CfcCVDraJ0H;
z4{~5D`zzqpzDdVV6GaKVyrA!+>w|9|0CEwuAK#<@?pSa-7NKg<1F3Tdw29!^>zS6m
z6zy4CoxFdX)-%PPiThG5S64I>KvdT7*rZ&+T6uH>L(I2*Q_<*F8P{TQgjr$MJ2;fz
z%Wx8}gIgY@<^AWMfR?fxHgL-(w6EXD(rG>zvVXLznv&<<3%giU;scBHgz+cqHn?K>
z&+PvPhPNnE9*S+KmSmb4(OL!%o5Skk=Wc&+S<#Zi4L109-2>VKex9gZ@q}BD4&eCZ
z>(?<&?ONcP8kDe+iQ`%h2$6XngJxZddu6uT4flAt!KI|du3oz`^=eW=sjOXpK;wrZ
zeu#Pv);+6KG(<3^)S(PLs0Q8U>9x54yq(rWHu&0fAM-kaIrs%cy3KojcX_aI=YKJm
zL-__T&t#QtSC+n(l9>h_bZPif1qohF_?M?RdS$N9JR{c4e_A2l?|jmuOI8U#+eB%;
z9)u*`%6#6LxQ+cCrr=hCrn?(JA@)!o4lfeCR5mRpd*9M8sI*C9H=*RWl&G6-?+h?Y
z#Y1+ngf9xTYLUJ)_m}SHggbl9=%1t(BRMp_eg5<TIfQmD|I+HPy>Iw*&ZqDbSnlb<
zLOKLdb>@PqKj9axY2-0P+U^H8UQ#-q`D}y`@L1(8G+(y;@Oz+MnWm(Q`_e4SV$&`d
z<3g3KrRIk+&g)c7S8hMRD5Gax0fLr~hO^7=H|{^!`}*HPk)95`0FqU1-kP;n^wX4r
zrC)D{b=$WOV`b(y#n$(Tv6|wPES4Y6X25`CS@47zooD2oNYbExI}8%b@mq$}RX2%@
z>N;z}WoLgEV+!*Trm)u(bM|38{#>#>XnQqsu(a#D&g7Q$`bM4ZN9zBq>g(;Y0oRvr
zzXW@&P%^}=TG$aA$65(&OFG!Gp1Im9<+j@Oc^IWh?LR4V8G6{}o`CXn{RhVj1Q#u+
zC!xR<horfUvK%Ma_fOUiRb8-aO*#RzYpdp!!=&w@_b|U5?s;2s4KY<<w*%ERm~44c
z);|$ck>r3kKHS(q0~K9<_B?EA4fuPlh;)S41XiobA(dR<TIkZ(6-zo<3<ON8uZOwR
zdTrqo<tl@H6tsFw724Eh2RNQQWWbe@9g?)%Lam-pW9pH9Q)4~IanwCzS+#5Pz(xFp
zHz_uDm!A>d@=`;Kl2kx^ICa$hItj%yGQQ-d@MT$T5@G-c3BTYuI`kh>>~#R=QPD8t
zYGQ@)8Mjfjte=pB<j?87?rZuI);VA8^YCtcTiI))?j8r52Sg2WYqt_BxOWtMks|pK
z_Wd(0h%`&MB(VZ4wv;{XY96A?kyGoGK7hM-(~XQ-N-`_DSSQju5O0vL(LQ+b#Iu;w
zDl$zu$`7<>QikljJUEmf*0-Pgixk*;iC;J6<J%Uz9OQ7DV3MpG?XQ|>+f3mePg0-t
z-kW&vB$gGgEFm3vY^My^WZL@t!l3r^QY$y^9>umTarEVoi-d>rbKE9QwN=ESea4Z7
zAB1exM(wyFp1`Y;PK8G=8j-n49ZM#h5B>#{lV{1b@^Z=!9LppOSFS==&lK>}e3}{r
z(k?jsRZ6o1#d(;9)$8qIL@;5I_fsS9L8HwPAx$1&`&E_>mc_`uE$Z`!(mji7n5VHY
z(uU2r|0(v6&?hm}t((+Jwp6q^wE3LEUCr>F?YPnoy>QbX9cpcwWAk=-PCOB9Mzh)B
z;&I(UZig#0x=NiK808IQDS}5^?cz<}D_$+uZ>toB0!(O?aZLjQ`U^LeXdZ<SGTio=
zw{=R?p1QSLn}SlU3dr}*#(}eWOx&(w>BWCmd9<pDHV^D5!;7?9I2S8WjXgm*%yp*s
zPv|0haP(AAi&Lm|SCvigaGe}K9L9D)=4;SZHE}u2(~XgP;!kU;R3p<j?-lxA!jKOG
zC$RN|XlSuUFM{XT`xAlAp>4ZdHTSHBd-hq=iR<8a$)19-rN&Y)f{aN)Jz8(ACgWSh
z=Cb00x2;^6@(CLh^oDd0OPbeQO251-`!+CDSgwNnS@`F=Be@+gD%n>D$uo@DNM)yq
z{i%t)H*QTseG$pUu6qvv&6n!~+{VG*M;hHsF43&+>b?XPy<L`jHVGkLmi0wsyM(Ef
zRBrOKR*M3QQ!{;U!vUvX71wX#7&*{e8~DmLaBb_bqIWSJzoN0EQ4>A=S4FnUjk~aB
z_fw@{>j|E2#J}kEN;LT#><D-tH^`n#?E~^bOW${e=#z4Vi=D6s`?qS5&s#?TMVmI_
zy{cj7$Y`XQjY+<mmIxjxmj+F&s=F^=24m8pH=Y+z$!<d2Z^{$i6LagC4StAE`!D`@
zakb9hU~}nFEM!X+cs-d2cmH_zjy)`@Io)pP$Jwh_8#Zh3seJ?6R+JooN>Sb*3zqI)
zd({kh#qNv^S<koEYL8eWIGWdn_X^+XagvA3RD|MOn24C^CqBiNgzULRN}b35yL_ni
zo8yBsPGH*#aWCJJH&VS>v@b~!s=G(CT${B5DyI}x>>GG23gQ)%q<c$V4^&-BEbZ{u
zdC0&#O`8wBz9|_xxBlZyY~=0mrXtse)m8WODSOPxm~p3TVXqM<3!Z5G01}hzUHcsw
zc+-<p#unnplLcU+xxV#bdU(w3ED*jv04K4Q!^GxPr8V7;ym3R=E`7iC<{Tg!G4~XG
zGkGtFVR+5k%v_14yRRs()XI>H_sKtUI{x^HD_Jw_Yba$wE}$%cT6ez0`SE^Zy}6m@
zLP7^uxF>?1s?R%Dq`$*1nMHZJ`)6y`I=%_5@_WVgYm9}+=V3(VZ|1zUt1VXXk^ClM
zN62dT=j97x*uv4!Uc5P)WpbKUjb;XpGzv_^yzD=eukpQmiPLJKceEC|`P@<1ZE&Mr
z778DbTF3Uzv`qsl`4p==y5m<<1iuKrb$5eev3>~s0yKE^sx00Dal>U!Jm<)YF?{E_
z35t{tf^o>h%_C$`h|AioynJbNR0tq@fLk_Byek`=&h%2vuN@kTU$Tk3ix+M|I@p1`
zPGce*dTeum%!8(5$<jEw_xyOfiOr96i35WALv+w53j<o@@Chy2GY<3gih_rCiG3ks
zD_^$$-SH+Ud7(n>!CGukUa#|CYH-*jEQK1ciK>$O<O`j&airy)>#|PF&T$K{R_Ja?
zCs>itv9u(&^ZGh}Cft`#C^mu{2G+!+Qmcv&wXG<ACOv%!<!@a8hz5*P6t26PXc?2s
zr}OzKN7kP{^}mfZRXFyVt`*k6spqYzYsDujMjBJ70g#w)d<|Y?>$MF@>V7PSLg{@j
zq<^kob~Y%PcCV!i*+yloP)5Fgf+_n<?gAXOZOB@W44z59As~`ZzB+E*RCyr6d02w!
zS1Uv9H)*{7Zc${C&G~A`udqlSL16?;u(`K<PKBtWl<H*lyhm}4q9N^KI@MG2pVdJS
z%M^H)^2xF^0KR@UBa5$M+lb{@zXKW~J;=ia^ozpeoV}tw%IvRe>!U#mmhQgq?Rv|0
zB^+aY2C0hAqy`;A$gfIk46drHS(8mk|KbDr7CuqlW+xhSXZbhQ$RzSGvpkI%$PPIY
z^X+zmpMU@wNANj!L)&0#P=#w!p>9z6c>GdIq&qCq8K&z2)AfQ1_aIN#Bm8Ua^;zGp
zuebXrmj{)=RP8!jaSPgE_}Xa;L4738+$LLcnqAaR-OW>3t_<;aDx=?UfyD%#&PTvT
zyAT?%deiKI<<E`Qi^E*piR-@^=OOcHTlvLop-W^JK~dXykG@qdVPrs8-uk#D^pNt;
zAs@S$*)nTd)CC|Ge0UB{`*Jbq;v>6<n`G<%cos+RFH8X(0=L(^NeiedyEXGLfLN0Q
z{2HLy#0-G93LDVAe)`frfVzYg2tSK<OKKDfSnY#H3tK}e+c>Kf6%JF%Qttfu&;Rzm
z-R?lcwj`}~?{7sSpHH6*GoIM}%roV@p%>IQdivy_kG`302BNw<hrx~Gm#)LF=Up@8
zXqU;5@$(2O3Tx{$F;TsKiC24S$9FF+E;sEid!6LN6}hz-L$3nYcG|0%PYu9I|2$x^
z^y2cwtM{MerMklIvS$I?vG?;eX1)xV4KsWDsGmD_C!&pWJVw(>MBZ%Pr2QA>i=dS0
zUgB19%B^(L=6*r3OV2GJoFQj6i{?|*W2VQiw!2O$=*sQz1XBve?*G4tgkfJwVs#-(
zXV{OG4DrqF{_hbt<ixrBtkeYu%0~@;@JKgsO9a{|@FL&+0U7U_a3m)kH+w;XI1hMJ
zVJUGB$ky-1fH`oixN`l~5pNfB?xp(hOM|s@uTSrAKX6QZ>S3e5m;s<6!e0N%K2HOs
zgrH<^oWog8hD9Gf!9UeK_bsybuU+ne)gus8rOKW_y{@1=#`BGb);;G%hRYT``25Hp
z>22Kvz)DLyk@QG{=y)_&KO{I~B&AG`)=LE<g~t`3)g`0Tf4N7#{w`?uKK8FjA#4LP
zzR;X((Axd()+?}*@X_MIw`mgAzmAmej!@s4o+Uc625JTbIZd<Ef|`4n4yN}?s;hdA
zHwuWyAKklT?b#V)1^-^(#L-P2$q{p_{d5IP%)+)`7W?)3lDW}Md&srayO^8cCR=`&
z>gu2NzJ*WIys>eMQbmYIvaa4S4_w{ca<>eUr=GSu=d}(!^QEf#ER8~w&FJ@k)%=9C
zJN}kZ{*uus@TosHD6$+J3~xELyw3-m-ar3e+>a3CZ%k%fj|2kU%}?f4XS);UfLNEm
z_}vkUlc!FfK4pHV^G=sBJ0FN>1Vt4gTPGQy<@%L;bj=wbnD<OS`HUMd>}TTZ0PA*q
zKPDL4v%i3}Oh~&GDAioa^oOpg4!SkG$`ICwEEH|&Tv+UFWWW8g#&AI~DddoUom~~_
zfmZo*-QI*Qg%1AL0DCwoxkhi^-S#axlw-gzbtaKc0P4@5UzS3D)z>5Kk^|`(bnIs5
zhn#{VKANLT3A8GD8$$`$+}<XTul2h-IN_Y7{D<y})0U1H{zC(i5w%W2dxzYyV*1UJ
z?_Xy6EKbsJCm{o_kZ-^J%>@logl$Op=nbFpJqDj5$JYKhtPIgPAT?8R7M28Ht~B;N
zrc~6i25S2WF*GO!=1TA&hX2)#8_UrK2lUlEN9*8C*FoZA>AW+y>C@$`Qew}JFBR^a
zvcJ^bzchhWPivGzs{@^fqFJkLg1q(k&Hf#*(DsC>iK<glRExqnx{W_6HKt0PpM#33
z?*7v4CRNxmOkT;4T>@m!*E-*CzmZY`#Y@_5PB7lpN0b<b%RjWH{@^0rXi}r~e`|oi
z{olP$0p&9jn|4C>NP$r*=Jto;1yhfc?04S0h)IgDgz>1&Q80$pUBDj+J<bJ0WYORY
zDl-_6cb>X(sm%(o=CdJ(3JQMTq5I~|LF=U}AKPn(3r6T;zo*gl>F|$ugRlBa0Woq)
zRV?igyz}cxQ0^z-IPXEJwWnM;J>S9m0Dsv&O%L~Ioc-!M^x=EaU%i6~HLnIEC~ee>
z^FiW(j@j<iwgqb*+k{l7(*QwZxlk?{*75S+g!@<b!x2(dRPR!y&&48U9ZvCRpR((l
z4D#LK_XKo8=AhSn5p%ubf<&HGN;8NX>hWEWU#~4#pp0Vce{^HEg7vv?eU6_fHagII
zmk?lqxSucI(BG-I7Ojv~4n9lIp%uhVbDy&xit+)+1NU;ONSg!%&i7MbHMGsw{k$@r
zN3HUWZ#lC#yYy|EUFFbKa@j>7J*CqU%HF*)ArejOBfrOqye^i(<eV<~A$t8={-zyn
z6%D;rFM8J!ehmS0`}>Q_U<=)>N(Vn!cduTM7KUl{v<-RyX@ONdD8qmLT%YaGeG4ez
z3IdsqfZus~GG<H5^A9(>bFQnms!<^my94#g+Qsvmt<#F5p9C!}l<w&nOVvU2zvA`K
z#0l~EH$2`hl{fADa)|crrMWJP#KczRxx{vToxCe+XFi(;2Sf1?nhc(^{5$`v3m$xJ
z4V2b@Jv}~ulbU-*{f&!Y_11xBh^5=FxvB87ySlo5_0+q@674&MIR;&ydE8kt0xI0H
z^%CQ)36Y%BAo8iit?A>h!pMvI+esZiDf9F9bUV}AD{P1DUlqokd=w7e=)0jnFZu4(
zEBn}V)E6&Wpj_Kdl1VExXx4Q=sS{Mfq=7k-hLej~#g(KDqeQDrzK&$l_I`o)GmY$=
zAaE<eJ&(oFTK&UIOGmQWLvE^uYU=L5mUIeqI=zQRB3uei=M_aO@~K7O8Jh2kyFs3U
z8}0^g_RqcP-SC!<9fQW=NX4MVArXD-y6p~kH^|n<5kL=-#v663K(=~9Swo`Pl+_07
z2jB+if2Jq5`M(&%M6`*=8_GLuVgJu$NX0!f8X5BoTq#TXPk4ADdOtB{pY)fW=xy^c
z?YT8LXd~G3YpI~zm0MS+3vr{5_k_aAvbSJI+L(ye@qes{%qQLjq9);z{8-vfo{B}u
z;+czMl{F4^QHg%#><=R&%hYyU(RlS#OSjuEBO+W)0%uwYxyp2k6tEvA#rF+-qpv_F
z^SVp(-?daf+;9E(7#ZA0v;wajqJ)*aqV<qH=7MP0Wqd`^R2ZM{ab})x9bJDt>BYJJ
zb!mo{-<t^7_qS=$17D6sPJj7B9^@9JIraD!q<BHwy0Ux|2(DqyZCT}?j52l{z5jnz
zZG-J~4^c6dy@O(VX91X%M9q3bwJ3zcyzkotH0{kxywQC3>kd#6GLr8R1W(4<eoTS3
z9GU)Y7?&#kg4RF4xpjWr>O9S(g<JtmrF!hV?>yX#Ka9L?*`;U@f!jDV6Gs6(|GM|w
z3bgq<^%bAaF&(_N4j(p1?Zi|~tHrwGWdhF>FR9#(ex8dr3X^hbNYASL;wUWD9Dlq>
zW8tk8DRJ#$w`r$`xr5A^5vV>Z#=T&OkUim0%LSG34D>I;Q5YyxflfIj&1;nP1HL7`
zm?eA?$F5I<`XT5;;Ow-Ib0O4e+eIhI6*VKDqH$ASRD2}=t9)i9RS?{OYCVx~rl-X&
zF5f9QqV!vhoLpwjfUL5LgzE9CxGxaVW~4ZC%NF31g({k>YI{A~i-&TCL~;j#MyNF*
zEi3tHTW?Ezv8AhP%Jg5h#<wHypL6|Dh4dde9W8dzvMU{L(b;Ly_0lzJ<3Bu%5ck~Q
z9Ap@*z3Q*tikrQIH_cCectQ{sk$5RzY+GcTnSZSR^{J$+k19%ie9omC5_7RVYY0eA
zR|h2?wSVInD(p_$KbQonp>L0Wwl@bo59Pk2$*(}&AW}J(c!gkFAHQ+H==6tHh2f&B
zHN0C@qbI5e28PvNZXW{!>E1e$v>C9qcPlLBc};Uc>4oh3&%B$p=7z1`%jmoFMH}YS
zIwpV8zH9wc=(Q_OeUGvWepc)i^fXk<q>$ftC^@h7)<;uN=sh`a^maP;k9zCy*{>ok
zCbt1Sbo<)X#3E4rDQywa9(MR&9Ja>0k0N6~k_s*$>X)3S;@+0fzJIFErgU!?Otrx3
z*#EX3>YkUFcyDxj2TIOg%@LDeVC-|Suh&D^2@3>bu}=KOkuCVsB&2_Q<{q<cQ+8&G
z?*osj`Z1o7w)`|-inzQyo^EE8B-%lHX7ZruIKGT?N8+s9tK+xijSqiw%@@F>++6}0
zd?f~jdI`!Jd>JFt?6hwGnY}iJaob@Xg?L-Y%2p3N9o{+<RCd;*^H17O=Hkaa%pUHX
z4uYt2VR15B%FK81`QJj60>HrTwf)v*s*E&~iax~Rw*qqwM>Rc`zCVhentWSU;T$vk
zFL*cF^gmVb8D&AdKb3VWdS;XXR^hWCa~cNy?!y+w+HOE)=sDPBV|}b$A4vTN5M%^?
zk>Eq%D>da(U!8r?v;V|(?=Nr7*LJY6%X}7;=R307ylNY&1IL;)quX@{yayUx*K_;8
z#JTPe0FHAy$|FuK0?MQKYQji_VttWP8HhRi_Wi+*YuSEJ`BXjvPZ}PR+~#Wes|Gwh
zyn~k?eJf^0%Gs_+a+mc?*)YMS0X1rpd~wgcDbW%)AZdbF+1`bCc7y|ZI=V5~SZQ|p
zaI_$+2_}O|u+v=?a=EjnssvFUu+OeaTOXHpsVnzf=qm30qVBUuD+$sk<%tA6V2OrW
zDD%@8{-X^$A2=X;7)4%-DBn8il!5h2YgWTYuYInA--vD$GQ`e)1x+&7E0DWDI!y{O
zJHjLnC?C3fyMI4Pl24ET6!!+8>Ly(L)XKxl*L?Z_o!oiz$qZ<0%H~Uz^5;^TIOc1S
z9PF|jR2R+41z>_Sxc2GuAJ0YxAQrnhaFi@yiy|iXfbJ0BYX^Sm3AXP9usTMr%GdJd
zbdg$_Ojgocu;mj>;OW(I-z*Tksu2pk4b0v~S!EepX#;gj{ue*(OBr(F3%~qvg&m+N
zF!xWrlw!{=b3RRJVdd5Ze{>08Yr~TTMJE%MR3;-=Z>=Cx<~_hDj&}b7*Xj2Q9}cI%
zs^)>LlvZiozNF#L+|Ui>Cygu;&l)J3x&l}G*#Bq&oH*)9XrCj1N{(>?tVx&=xzs7*
zE|<0yxGNnBmwG8R@UC3fOAsaw(?Biczo0eoXOFtm%Wk|6GYr-RF!gUv6~bG}fC}@r
zo9ZWrTSYj<kFQ&6m_6CoOQ*#=`$Y|2czk?w0DTcK8{>jk3U<&vBFCpNNT-2Ui;>G(
zQXz}B(W;8CPXqRE0r&EjGc7An%Y|LU0aaB%Qj{(w`GT@6*7mhVTn~tEw=oNl(8qBt
zKQ>s|tyUeM{-vCHH}$+P%qD0RhmmY{#Yb-$P-Tsnfn+b1Wr<68zy2~@z*1$X+&WSV
z1zf@(Zi^xFGvTDIr#1P4cSM^!uBF$lWEh;P^tq)-n(8tcMFV)sC^B>ir+=}kSsAn-
z&Z*lRzwY|_1z@0tV`DondwA^HB@6Q6?XWlRxnC>vRQfgt)oCBrs4TeKRtqjH|5(!0
z)P!Ju=tnL*i0l!lrG(h&uU=&yMmVE^H0ZGJ3I6%hg6DexUwHQet;!eP?GM0j|K6Kf
z5>ot$1IfEAmqzdtZp+Fmb}IcO)5qNM(CyB-y)HNavlA75u0w_1D$uwWkxLl2gVqX7
zzHeORE(V*eKr4(CG}xlxZng9|Xzi^%g=}VjbIl+jvjy}L%KUy7$TyWj%|$2T>2b#^
zqG*NJa}>-U6J6E#Qb5<QQ``CH?`pT6_@}#RCgt<z{U?quWQYoV<h8l<-RO6=%Zk4B
zT6z8*;WUVq%W-|mh#sA$6xFL75w<C42{ONRU(hR~o%?^K!XJ6z(b3<UdDXU3D0Z1`
z$Xw8WW%;7*?d#W6ZHJ>bT7Qg8WzD)K#({1K@TqP$v~H@IiGEU`N6Ot7#MpPDn@WW}
zjw?^_RSt(%c%ynAT;1BWIsHjZTK<_2vF~ZtT2~(ci_(_R;fqrLIHRa|ZEee&zV*Qo
z{8iV1H`{K3ST1}1*d=}&U}A{pw@IKaoX}LAd3QJG-UK)G@Cql$Ro(wx@%oReKs0U1
z0B3ISHReYf`UL50GI}g-I88p;gMa^oYhtTN=Dq$$O5VO`(8&svTni`w4WQ6D*NF*X
z*O>!S|0QV}>iZi;*`1x^_ilCn4wOrpeC5*SLjn-`Xt65qvwQ#kKu<s<t?KYba$Ff?
zLT>F4kU3RIoY8#uSgkHzXKFg>{0HwKKJkALxnk$h=kHh$_XBEOg}U~rpnIg3B#82x
zHwqm4hyUoDQp<w;-wM=bAi)f;%ti7Gi1T(Dm&D5?dq&%j{QnkW!7^;$_sQy@cwrUj
zAVnhcuf@z{Dmsh;*<@HGV~<T?W3)%LSBpk$EMs0@VA$Z>=GWnd@|{26@k!_no1t!x
ziN2dR=iQc%*wqV4t4Ec9zQ*?|p=)u>Qe00b5Bu)2&YQiK?Y=uR2C9#*lnk9c+1iC2
zHwQ}_lj1=^l(S>nUgtg+gAKYy2m<!@%>wS`&cECZ^I!3(w%CnG{f<-#)=a?zUZ${R
zG<j2E{7HEkTd<`OJ+cb<ur}#x9&4o{nD=)lo=~m{2+pyI{WhRu1W1L2&OY76;mr;Q
zrW|of)moT8lBoCUdi!I!1KYjj;*Usv|1C`}H$eJiuFJx+W7Wkn@3?Q4uBr4(+3sjQ
z9oZxwk^2QxOwKPn7XO!ay!eC17ZTGR>&YZ0j!My^QnTl$6LV^)oKXDFcLm^x0!`Sk
zvY8faX^z^^Y**)egh$_DU;k7;?{AIJK6t-5uHgZTzE_>z5fAxYsTPCj2D|iVQKl`%
zE`>*#lzW#5D|s&8dJmWO$ibHSFnn5Eif8;;Df-UDM?*?A>1=X>W-x0{Beu-n0BF3z
z?sX*s5u8y?-N;48$473aB$taZP^{+ikk6eNF`<_GhI25nbhU+rRl+t&5wd2mp^Yzf
ziGi>2in`#*aY}*H6dYnk=Eiej>4$XYmRtIqxGH&Ii*)=b?H7Le^^Ck4$|f`@PbCaa
zBG9TBFJm}Iiz~gIYJV<-n2<Jj^Z&L_E(#i-BZa89L74KG9t$7SUtO_bhurQDH>%AC
zsWx2YA>C(Ab}T$qjcF)sTkckLIp6<4_~kSV!l-;<KSyEuu=2BZ31y^BwxkI^({PAi
z{fZiuR6x-s^C)KS_c@JIspM41R<j~}k@T|NLR01BOQ!U(@kwRNMw-9I33$HmQytX?
z9DV&`!{Wo@IZEsxO6?B7$JwvJfrcFo>qu%t)1XBby3<<{6&&J@U#jg^6gqnB*uXpa
z-6NjyY5_H{@$}uHA?zOyw1`B1TT#m)f8Ahuqa1~)YAd|W17~`qf>t&jU2{at+Mk62
zBvsE>`D@8qS~xWix-XcW;G9tU^8l85dvvPb!0F}wAmbS|ZS<qv1E(~3{nGYdYuaN<
zf~WN{6!Z?0e`aU;LJse^<}x?_iu1G2DMoD${j&D7C@Gis-mwR>TIFwB>j!0d2nm^v
zrIrNUJ;KY=O)h@!G0MJ}=b)|c9oaX6<L<%u1(+`)T3g&QQTKVG<701YWU^yMrXxFt
zJ74o5Vb@pHB>wo<CmTL~G@22UcWzCRwJ#{LY1ybvN$eTfS26@oU+s+?+2=3G>0c#_
z)++CYmFuv%FM}wT2^`PaP{t|v4^$|$E@)*J=8mK33{Yk(Z6G>7nC|H8lynZA%UxZS
zJsYDV1xttQenHJM96sB&8lO47Ns8?`RQfH3-vJ0<nr{tvl9efcEUjvEyxTbA)J{#s
zBZ+}!rXcGN`!U%%9kFR;Kr<9k56#Oob6*G_n@S|dLbi50j@HFr(-|y${#+~)Q+cm-
zBK$xWBVLv(W(i%L2%qMx+wR-u<>UAnP^5aQ;LNm)@TH~JaAmi&za%mz3U8JDA#w(s
zg&x)zH$8)PSW!E9R%^Clm6@z1Y!|TX=1@|{t^BDVN2#<6R`<g%yk?}?+3nRrEuicj
z-IWl)tsOSY+lZ~eZaDbrt1oF<&Q@w3Iz28XDS2ID+n2IjtplSFst04O-A<UdRG<!a
z1AnMtha8w+TvFD1(uuOXv5CA)?XEAyQW0xD!kDaIHZLDqWLmWxoE2A;EhQ9&yf~)6
zjYtSt8R%9#tx_54(6W+wP$}=C1fEgevO^}@%gV>;v(mjNqDwHd_%--srdO`Cc&3Yb
zjV?7i^==f(=;5Dgs9&ghLAJNhya7A%^r;GQwm&t`K}ee@(hAN~nq`ewPF6IJuaxjy
z&J52xb&{23+iExiYU48(?AzyqA)0=3PK;+Hx*_QI4U>s&Ek0>gi8T|~E{6FJ%NRfy
zFIGFg>6+?n`2CAxH6@u^E8nKhTVddJy>9&7Vs`iOg|;>QBdkW}2Dapu;0%*ThC6ji
zj$xI;Ot#!FkOv(!Mg=2j^ghlhYtj-<^9AI_)l%BiW0}w8^=HGjlq3bPa~{|=EKEIp
zd@p;n-GXO5ba55;xxZwPaRAdgo4Ow;JC1G<EHA<jOZxJ~1sHNpkvw9fQ0}m82#1m9
zTnF(CVV;67jm^jSL+1h&l}b<5RsR%au%(KhJBRQhG3?3oh7g+MuOYq-lQ%MaCRrME
z<o?HTHBPgZp~RMxx0h$zR>>F8Xj*ZNLYo@X@^6=|t;=fO1nvQ|mV8c@z<L2MW>#wG
z9<>(HXY#=NiKDEki^T?Op^TTc^HbCYg3aP+o`abq@K_1JiR-%)wmdV`kdz$Wi`&gs
zx|1|rad-98Dm{d!rikyV<xu8DQs40RX`Wyai}Ay}whdvjZjso4P@X3vmWsbfSDU#2
z|D-!2T+)A!P#Lt)xw^Qdg$_Bp=FT1#whKq`n97*Dlmh~nodM34%KprlM|u`orAEsY
z+a!W+ZS9~S>y-5;<c4g0X~tL6voRPDabEIGRVd>`YAHK^wWYM)gcO#2L8<m4a?&pg
z{b^@*n7mMj3wAnLlrz{CV@(e@iFi|5N&}aJN@Zn)dyw&NXOfuZ;nT^IgkxY(h>>C5
zUh!+C`}TE?^zI|gA+PzCBV<5IrTu&U$Oi4#K9qApMs2g`wt!Xx7IBM0pyd!^(V61b
zt_4XOC0MhU$7(2>$icFHgw;0z&4%r0sUhaGKDE+|{7ooyH_TMa|4IsK41xLCYo3=W
zbd}B7W_yrDFFQHn|IOb%AmBLSh+sS}r{ZA<-6NIryD^mAA^fd(DA?Y?7vc9F{pX|R
z-GvFOUUbTkAMx&nFpHmDoQ6W3_b25%hd0W#_l{TB9K^q`lBn$2cOb^gHpo2cDvivp
z9AiikmtuJL?bn?+^U*M5+DrawojL`!+zSUsM<v8&p#&2=%xAnZM^m;K!hU}<@W&}e
zqO-)l8fR>@)bI*PZIViDI4c@*Y-A-la@?|D{<$&n=LVs>wR+jB(TB4Jgqo(OTw*Q|
z{LF&c2jWSYF~x=w+fI(>W~Lp|shj>7K&@$uM$lBU|L(Duzw=K>4WADV1;$uDV6rV^
z%n2Fq$?yuc#jh8GFnas6{J`DNmh?ek+~|r6_@ST6cK25sC>8Yu<0DI|C-g2XJ-xP-
zQd`5jV~;E-CNiE%@D%ys(u9AD!BJ9@vSCB7b-OMQ(PtCUOp%6XY20tC!!!f*XdPXe
z@hOLJ90_qI;kZ;Bd^OfC60fl48~n3cirA!FV4?#Knt18%cU9j*D3<Rq7KKY<R?>Xo
zJNLxAM{hdF7#G!2)-0W!V4(fe#P>jz68`S8SHicaa9^+XvF!GzN_fscw%WPN3%%y!
zoP+)|vT5;b^z6q7dG3U0cI)mpmD%}M#DzYZu|8U-i`qfvRY62-9xS4MPas#_wqI`~
zq28Qp?Pk$K(j!REq!JQBS;ck{badKdK#c#@ic10DX0m-AEtuBM^INw*eTVZm0AT6d
z+%oJ#NHG0YNw^k%&6Gi@9})E$q<sJ4c{rkrx7ww)TG}=Kz1bj=|Bry%oPlm|?nA=H
z#FlUQlkskwa=VLbJP*jG2K*K5GMxns^~5ZJx0})4Y$r8;k@2pQg4X#bNMs{8tt&d#
zS2TPGM82IK9+}lK$+HdpV}L!)#txw-*7M83I_A%na~@97XQH%*hbzee(b3UaXrb4=
zV3V;F0wx+3TiuHF67ISVE3Ve8_Fs0^*V783sWxobVH?Xg(`f!Fs4m_ic%N~Gvf+Dl
z=lR~EK`|&aH2P3jVgbHLo*(K{)*j*-Qgu)&Z6OReV<txf>M0eVrWrUKV_%}HDN#~8
zV>dpC<DD(7zs&bBLLD1-LmdH`7)FGz$D`7KgZbR1?j>QTMU!V>c&z$LdNu1mqbv(_
zR5IYqw2!~$E&S{@2AkBySSpmXgThN?(Yh5QKnYe?V#CZa-1E5*8gH-LGfQBb$|~sM
zn37R=a1@%eL~@+;TW(ZT=lP7A0pzif9|gWHE&Gv@DkA!No4<cIay&oGk9C(5x)kMX
z3Cs=fPThFHfa(^9q$%I${KD;us-+FsOHVMgtLae=s89o&&`~J|%9qJ*zP{hZo)2s>
zt_T%AuAMol{o9~>*RRmtQ^Gl4T(^$xh6~(FMqUcM&1<|*Ra1I$rNuykPZ^0+aIlGe
z)n1-M!K@j8Y_jGCSH4ZTBn$7`=b$K}T2!S0f45%qW5jg)?OXM~u^G81U9dct1k1BS
zq$T>ngSXv^R*lsNaR+X&=;ICAbz91)jf@~ot<axMdm7|*LeConHWrMZf?5-uR@i@_
zxzqg^7BQz`)Q*{2Ir+B6{!F6@zZReITk3k1^f-G*Nn|Xp_y!1Tcj!aKYAkV5!-Q7d
z34Y-IC#;#S{?D)mhFD$+ZiZW9Wci>{A&sxyB@acn8DybdcKJY%lzWMydU~VflTDBB
z&CK^cNGBOure9RV+l|VNKN-YJ^S#I6a6><^wL}(MqboLvn~+=%J$fXbnUkZA*eT@V
zqQ2xVEY;7OfY*y_iV%>k&nWLhY!8;HLnyOab_Y=YL`(a0T}|=ysxcCSTCpb!4bo=q
z1OG4Q__nMJTK988l?YwY5aE@xwM_qpUQhj-ein>hXx`2DTmXsPt|>y=lel%2o)etB
zO!qq=Dt~E726;qxE7&8-j8(%;gy&<Oy}2yRo#W!pqk)&Ah&KVeqS@@7ADC-#iNrR1
z1qN~u9Cfe#nnp`K;6~Pb3Axt%<?ge0Ii&BZLS{1`i~OS$Bp0g%s8VaSW~IT}ALXZk
zg@>@aq(b+%v$=VUhX90>6tS-sBJGbNfE5cRY0Gp;<dg)2)ULdbbP&X^jK^3kcC~>A
zJp+za71!1J$q_qrNdNENnZw_lEQj}Rqt{%Xt-NeEa}vBn%U&rB{!%efuOW>hy-*Ce
zPQ5xNy%#h3uwGVjPmJet>usS)=kz%?_uESY+$nZ4*`wIz=}vORNx@R_ufOj2!Ox2Z
z9`vqW&A#@*bGR`<Ym`5zg3KbQZFPMb!%IO!h91~V9Z$JDD*0@#(!bEA49ME&oG?^>
z;2NsdThw@HH;3Wu=wGhkqu($hS#7%E^7v(41$~JvxgTp{P_{>qUnCjy181XlT~7YT
zGdw+C>FJQNf)^ie@YmEr9CSIvtac`LWVeE?4ED11i^K!0S?syc5DLf$^u832iZQ8G
z{Nce?iZL#2T>uv&*%81LDcQ<eXger-E_~YAi?bfkrlNB~Z?llLG`RdsD9OfdG(}8I
z?1n_9Q=v6Z5sBOxy6K~1%XEUU4t+gpmEO!X9188up`@oX8v}Z=hT-YZRjS&Ur6`El
zp~uiHB978TD2&q2l>Rlqu>bA*9!T5by=qyjR3e;|D(*&JXIvGy3bB>MF4TUhAfE2K
zvihPFBL%3>T~hU~dcpAOgGP<p!%<aJxI70iwn4E&SKaR^Zu3MmG*FVsw!#jIapzip
z6b`ZjQhcZ^nd}Q?*ht*`dJjK*xtP_hZ4Q$mlT`uS4?Kp5ic?fmdk>CQ?(S3>hQdGF
zDnzB%%{+oL#kKZHX)S!{3$?WiUZIPRf8nu_{A`XfHX5oBy0QS~mG8}OqfulZhn^XC
z8~8+1w{h6-8Y>rT8gew3ngXb=nB&}Sz5gJOuP_vo(<!pAeaH(AAce^!qCH{>><l68
zTZw6OwW;YyN)Dk$8u11sYc>SMNjZDn$bQtPu>&#W-6au&+j#1p0c;(3CsZojO|t6f
zozj^QR`H&OkJ-<FTO3?+QzZD%evL3S5A5F8UCD_D+<H&jTPx6dJ)+i_yTH<!^(mL>
z2eZTK$0^&6h!9XeMk-g^Xp|uT(Y?;Y%LQsQtR3+z6BnN84-)2z!7}@m7A$||^zZf-
zqQR*w#}QGzWRcDWt(_zH{YLt?z>M1R($$ZRaNB$wa#FDoA<MRJAiIqkZG)Cc<hu1q
zwQ0_1csq*zyf3JP`!{Gl8r~|M37@e<iSW3*krc@9<tYHAkfb-!vrac6%n(1U@~V@R
z3#9qb@TEZj<xj@4q0N497qw^S$Vi-$uEjoUs}4`-HqubrNPs<4`^pt|SCeJKRNrLy
za#6M4b7;^Wec=*&LeOjte9mDsIU)2DmehCw3ppm(xQT*|3sD~wz|W{S2Kg9P5CEHl
zma*!@GTiW~x_}Pac+MW~sX8C>5_}DhiZb=8h8W<dX9PB$=@(*AdynkgfE|VkCg(eb
zWS}c?=h|u?k7Hark5`ByMzTzFHr#!VMlY)|-E@e9Xm!;#E)LhIGT5Rk@!Ls<XLCW6
zl(LxUm9zlx8zIjccBB!kXZ{k{{<*m}HL5DSMLccap%q!};Z_<w;*%^uu$><ygSruB
zOZTVuc%eHnn1C*~6_9xe-8PwQn~osYx|CEdG-)*`mOzf)i+k|tEk9qBZ53K7g*(D*
zDrTDD6pB{L$=l-ltPg&OetuJVk@{4@zQ!*A5ey7TPtU8TLJi&Tbd}ErC{-_agL2we
zH?I}KA`+vp;WiS1#gXJh<|Uk^eqt+WQ|*nayDzHPV(Zi3l*|=U=_u@Q4LIhYc1+fp
zPXI~LRIB<93LUMGz|I5RdKuWb7xeybue~uO#AiGOg|ZH2S`#9hL+|^{sQsFRBJR(R
z1C@-pZR1PN=97VyykGOFu^)aq2DmS{v~;E-YGf90P(m}~eU=hpqrCp6o9U|>$hq%N
zr<e{3<<HAJwa$hv#J3YeXu5XN7i;j&N&9>5p1DS$`JV}2N+w^qa>crw_-dG^Jn6eA
zW3UytJW~Mutv>ek-JIDj52A|C+7qF$Q;J@_vua43GtmjPlD3+jsVSTzvAEucqDhQv
z(FyW#Y;qNb29U%n9z-?t=SL64^D0S@vqB%E%I}Y{1Mc@|uWi{d<4%U*!e1L`9M>#g
z{KoeZ2!H>^Th5XaJkF>;>6SAG@^=Q7pptWja9R^TE6j)FO)aSsj|@-RH+LiL>+hFW
zWEpG_GLo8`^I$x1ND~0}>pq1NM@$;x;xK+)`4Mr+!<zmPul3r5_oPV5Z3|UV<h<e@
zuumU}m*M;L3;cWSj*|G~hP05-KFoasnGsz3TZWxZu$pH;J!w31TkSC{jUFC3U#n@$
zlX50Xit-$SfB28a(4_DRAoPYEavJ-rR~YJY4zct0Q^?|rVM^F05z@3BHxK~7ClJU0
zrCgy-rME~5ZHSuuU8{xPPb#F{Tr-<*JsuX~|2${*!%+~eZb5yj?Kv-wVfBjildn0{
zZFCdT-f{8Ap_&HR9u3JAEu|M{>OX!rT7;0^U9EL}7GqX!W2r+C!QkD75%6g{O{gNi
zeh5#=O|5&uM}n<<Bp7x?T-DP+VuR2ZX7|VwM);;ZG0CHg;j7aHT+I<Yb%#B3%7xF?
zQaYqK1hs{43Js!QSJNefmG}dT!*Sl}X_P~fAzRNqlHe6n8}obmE61B+K^kJdy70_)
zf6y!jR?FKI&*uUD#(*E+h}qy2+gKyJ7<IqG@IB_FFR^-8MBn)e6?ZW-7TbLam?({+
zYkSacwNc@fhgOZ}No3GLOqQ~SPXW0xQlzeC)_Yh2+VvtE2^awQ<eXQ`ON>5X0(vxM
zM`}p8%z_YuaYwKt`8Q@~Y;ng8vu_ech@wj!Jv}cW8!z<LR>8n>DwShhA|K%fPZ*%+
z$>VLAfLsgguc7P$gzHL)^?~#nMpNH>O?pf`cU70+h2uaZ#jVnTooegO%(pk31}C65
z7;uL6!MRV!#3pOYEc8aRu_CWPi`r#n7V#COJ!Xlf`cEW7{0h#{X<}#p7*;>wbpMh#
zrE$=bD7}g1uy&OYZcPtVLmap2&Th?Aw0oc|ltG-uQhG5*FUS^K2cr0S=`L|q{boNM
z9g;og>6lpLa}~ltU;s#}LgQ|qm9tfP{y`2R7)~!t>bcHSdRl@e|9{4-SjPos%<woV
zq=a$zJGnf>V=`!N^oYy0%UJ<m@7U=}<V|~wXe5Do=@?b0QQECGRldquS|N@P^AzcI
zR6cQYc%*O{9Wa4rHQ?+P(UnZ#$q04di{Ml5pyMksL*i2FbN&u1k%r-_JSv$V8pXt~
z{f<fuWqquN&q=T7dEEyjAGzy-dTBpMI>HVWXJ$g%*aOB4hM|q5|H#@+4c?0`j>kh8
z#?ScqLsD#(C<#6fQIHG`I7cU-JlG35xc6v~YJf+1@WUNb_nLOC#<lp7y*0Cy<{EB1
z2~(Yiamx%Zw(}7NW5@Uk4!YN_c7ZTnyp8-GeI@en;iR;Oo`9L2lb#3ugd1BxxmU7A
zRa?`w)NfW%sGiw_Vajn&g$6P0?5UP1BBSh2OI@X~1XtLc59KkmP8j?harQ!u!-$eh
zeoKkeMTJn-6!Ab;d*96SfUlo<0@}Ov8b7tNPt@~YTx>yuOekV-K3HjY$QV6OS{X_h
zx%RsPbTJRJKKAKmAT58Y*_X6DxRQ<D++lVeHVmJY+(w*umMVq{W#)|UXb<(6?IBB9
zvYni2DWanhFa@?_EtM?V&@RPJ7dymq`?QV`i`=BZxm5e(rvfog6(#`y+$tzcD#f68
zQ)IP~;9~@@K2kuF@zbN@*g*>tuDwPDaXjNvdq5)^K9E-u&10rTjz{Z+N*f?~L`*2B
zu^S_p;0zhnp`Y5mtuxPKLg^&<*9p{fb$X~0;<(Gb^k7zPz?|tnT7b8h9yVQUL}UNp
z(o%!&o}m+b`(0R=oND#W0s3PjO9uxB#=8@CF<QgSzY4#4K9BX+RFWSInf_EmvcUV;
z_el3or9tIv{XQgZFGmx7R-#qseO)`3i<hgq60&Q1F5^gn{=E8zMGIJ@!&gsd0m!}}
z0NF$8qkcxd2t<R5b$g_0Ej_Foo@5(TbL@;Bp`Pnm(&v|)_WXIkj43X%AC?+^V1rW0
zRi7ZrCRUwVao}9(Du<?ZSa&7p7ARwcGd&3^=*sn|KBjs)ItCVWE0~1}RmZeZy=u>+
z*ZMDFLSNehha}X>FR3wR$f?3BBdh>^qRLdLJqxDvcf-IY3r52MaSDpdzP}S->vV2Q
zY~HV9>b3QYxx{pPkOhi~9f_!!57CgctI_07<_^)th6~F#5ANFsiV_YZDa8%pF6QD-
zRdUdvvgYsM;lU_<<R97Ah6V%iojcG~I{d_X<%(Ck9qQ<9oCGd{$iee%^sK_P)*riv
zW}ZLvC{sV2^L%a+Gp5EwjYwXWrX4%>4qqf~&__uDB-K$kIHNr2R}MCU81l(P-I3ul
zQXwmVgwOfM1sGXc>daP9KPRZ;<VO5I?*M78%b}p9B~nh>+DzqAYfeMYGlJI0S~s=v
zX>0O$fgEa|6n8Gm`V6Z+$O|pXS=EKFe9sL3wvlg%%gcho#ioR@$(BT69(*DkL$>88
z`WskkuorF*g_5N695x6eXE93{?}_}WL@o7eDlv^Qp}x9>wyF9OzfR1|Uru(L55JW<
z$5@1l5|!f#TDu|lbGlz<Or-uqi;`+D!Wb!d(H!)p9fRffd>kkJ1-9qkthLy*I-_GN
zG3cePRr=^Md^EoT%pqraDkiN82IMCSsd00ke1piI&cuhs5@|{xk9d7l|IR3W<u!bM
zJsBhjePcfYtR}bo2D+3w3L&Q3gu?Rf&sD56ZrY>Q9(GT<?=CG6R6jSt`<+yC(6747
z(($HeY=>0yG^?v2GjE<=qNDD6u(|7insWJz1r1?U&S-f?R`l;;aHLvi9jab{`3abi
zTSm7T5b8IWmB<f_uW@RKOqPG7aC@KwpD?04wu9~U=oE2KRKW~+xLFW)pcdO1bD|QW
z&=r5uraill>+M>?)Gy=V9e;X82xZi*i#m;uJ=-P=-My*%E_1T8ay%kd@%;F<s$<6t
zxC^?JrUEa37z2Ecu$H|@I`Q~3h~wG)yVVz!Td8S@%N+BIcC4mk3RbHKEyeyG18>L2
z5Z@|rO@bLaO7tZnMLP6QK#mDALixrA&e@}*i}3-yb&(XP7gR0OzjZi|qJ(#y-%+(Z
z5JY*fO~U^|=lZUCMK9B!U|y-#d-SCPeRo(h1g*n|2Q;qU6AHUq5y*70fjiM`2x||>
zM-ECsSvicV60Y-+&<;t{I{X~9JrZHKlk~_RDmhA^F;0!zmdya-+ETL4kho%s8(@|8
z&-E;YSKj>;gi9cwQ`R21Mu|xrJjPwYL9mh|T8+ghL@*DTULczp*PbjSRFvW2?(Sa5
zwioKKIiHx7C#_e4<#AN&Ng^@O<$ieMA)TID?m7s}kECjq>bOg|ZbjiL1NQe5@R6%z
zP{^%p94{fA-vYbeHc07tHvby3wPRywz<evCH=Pso)oCDfWS@tYnObu13s{W?$i=K$
z$lM9S_{DAWN7|9SrY1TM4o&}T_6o<<EhXnUC}l4vFepDRn5)zrLp+XXshlr4`u6Tx
z4S#~Q-4u6gTyDJ=)AwCBADOpY_d>6P;@LRk5-AqGN{bdVvh~ZTo{x#Eo&UVrNJgWv
zDyr++a<{xcKY=gbqDyUY^;w(1HCV^2-JKCz>gg0wgs4DsdOQF^lEid6PkEnJ<5dPM
z6|5Aw^v4C;sZ?=BILQGs;$9KYpCk4x63und*Hc_{)usI0W)ZXVlz1uRWevsxyBltG
zsUlr<1AzS3Q}e*3I*4;3#Z}M2ky5fNJ8;s{4vHx5EF|mgi|G2$CzZ#^6>rM#)Mt0^
z3lo744)i$19|~gpRnB=Qe~cD$K}fsq$qp*%QNdPF2s+d(cKx?vw_hT?+tsITTU)-y
zD?C2r*br@|R}?L-DhCvy?r%?&jHa|PXD~(|v6p&k$yPr@`hRc(mYMdBmD1P&%FD{7
zhk(0h9$&Gk@E=;~${|i=qxlrDi#?w-5E8o36ts-IGuvNtZmY^J;$-Jb*@``YXE&^+
zl70t2a1e9<jtqB^`po1%%5b5C{V<s4r)@$)`Kl@dB65VKly1cvCLh6R1z*oU+%2>~
zc>0w64QL)V^D8nH>hpHqiH0NI6G~Ydgj_TS6`C3pP=P^!=l|z1weQM)*$n_VcryN|
z$N}o^j+0NH>AWjwF1g09=DzthnjUU0$o>RB1itA3_b2!afMC27m9a_a#}qv+7Q!Eq
z_GQ|1qD22JsI&j`(?Z}aCOiN07Km){7SX4ZVf#R&Y57*#9MufN#$nlOPkQBJo$_%T
zPB~hpizISi=LF-eaIdT9y*Z+;&BdA?k<;G&jqxR9pM)9Ch7Olfw|JdwuUq_je*UtX
z-`r36Y#-dq(YR6D!V=`fqV2|vm%hH`pjM#whz+M&m^I%-LP`BO_EPPS$<e*$Q>&-_
zY>?@qRKY#ILgnZibhp3Wb~gUu!#o&dqiYviPDa{Y$JEKeu&>;^4gGFkbwtWl;&MJu
z$RwYzq%TKQOtdSIZRr<(oYm@Sk8ivnG0(hquAmGG_Sx;NZoTbCtLAz_+j3<LF?DyF
zs%Ct}P@KaaD3t-Xl;oT~%8m6e=FO~{&Sl--qZj=T2;G+9Cw9N*{`j1FsX3~>prWXc
zedDJ^Qc<r*%Vt3S=t(@d{zW0m%45UeUGvjHZ?X1QJqk`e+@bAbyjt%4WZ9fsdt)Vw
z!=KucUW_kg);gceOrK`GB%E5*Jc+3NmQ-8EUyzPIiesKn?11X)uNJeUoskt}<osWl
zI@5W}h=TIU>!FG{NYSgOx~Z$RCLYAecv{)FogEP>F;Uq71+?65T{!gK=&5V3+qI&F
zBd0sRv|m6Jo3OIu++!u>h@mOjHsZiIgtazp6H<2l5&7uwMQdsCLx-ZPd}>Tcx0958
zUiKn|(>;2rdxX0F{KHD<WML*A3TzFScfvu3X@S9LXP&aW5}S8H;;Lha7SS>G^m9|U
zKhnFmgk=~b%4@br31#d}|HJC_rCeZZ%E0!t*>jgl-2I3mF+PJngV}PXZ|#PQ9jlO@
znH_asy%f4F=0f!_F*~MbeUaT$r3Hq`tMTdzD+Hn>wM5joI?OF^DZ-<yqjYU9RwL)q
zV6IG1(UW^}{Utq`F+(b07ICne;BmXW<r`%2^tMzxSMetUzc0N^&l>tU@l!adZ7!#q
znKbKjw%71PRpeZ<J+R66GcMM&&_YnTI;_tF=_mjeGh*7pP0<q~$!#!PhqozI(`FuP
z)tI3hU2l0I&dzmb?MOSpCe5VTf~k3G*^0Vs?xw}=aU7wpdGts&S9lV>xmWQdP#THz
zwKJ(Doy)L`vFzx?meJ-LXeN?Ae~B-26v~K=j(H9Kh=>~&{b0optxXItsZ?xyv$ZE4
zi7pbcD(Oye!G!9{TY5$z&r|w{>&+;eIe&$$Ny}2s^bww?UllR9QObFng+|^NLr-fi
za;eV`>bT9q%-lD>&qtxx!WHiwV!^a&E>hJbbi2Jt&rAw+?Qe8kKSQ=?F>^Xq9__kb
zh`>*uDO5fWfp`pV6#7Emnf_-!$KBXdJT^_oqRZm!<%;w}Kg;3=d96lbe(XRrA&!`4
z`nKILt8Kcug4*8hp%9N7LN2jWEL`v=^F(`2oOSUV6Ot7MYnA4ZH$A<Y0!eHyB4Ul*
zk)`c`+IrsBy+J6$_=nws`4k*84bSqlZ--?MM5gA$ij&-9-5t)evR^qhFI|8&HfD#s
zHak_bUM?R|hBkCwHw-ng&O<cITTdfnv9VUzq$O8*J?q)P|HIZ>fJL=^|HES|*rXs}
zp)?{XQi_0dcZ||CAl+dgSCB!vJ7<QF7#apeK)O2xVdx$@-hI#;-{1S+&*Q~AGUx2Q
z*V-#SYwfiHnihGFYy{)I4h_83LgC|u-S&C)Jz45z+CbI}5TpbnY<HMO9uPeBroyw0
zE1$JJaKin{jbJWjJ+i4xz&$I1aYZju5bEZ71~e*4*d0g{PlnuhmtD_ieHTkceTq&!
zFmLvm7{cO)bZ&i#Yj&<f+C0(=uQ>NuK0P7I>e2F>XFiwF9@erwTS95b23HT?Ui4m0
z<g=*xJa+Vmab=bK2GDju>_*-5a!2SS+2m_gT|pUt${FTq6bwY&)Xp|3QW~R{_0b;_
zn-XRt#4-(-^pGNDcMeoBKiF47;1BP2mD?+wiCf!4^Jr(!hYxw8@L@x0i+1eA!Wdn4
zT%c0d<Q`_w6FpLAxW`gl>AIXDRm>Z8pkO8(;<6Od(J?ACH3Tjesm!(AsueQ%mCzT)
zRH$iQ>KZGdrv1ENaJ^rD&$+BsexCKHpuOZ-TS4dgy403g>1>1hXhVx)V4E4CS<O^9
zV0l?b+2&@1+lZe>d_qnesx-=CXIRVP#GuNtI)4KY-W8mA<%OblF`h|^t5a;8Lb^-F
zOZrWuN>-)jY&^_q{kCDl_IlFVOz+-_qV6ix8Tys<mRX?)=vh0aA~?p@$1bDO`IU~h
zS_GUDtMRkX_RK43th$y=k<L*XQGs01vTL!d@qknxCVd>iE#~n6(++CTF|z9L3DfFu
zf95}{kYZkEVnKt?cDU%w)Qd4@DUZ(E(6X*zB?yXU-`B1#8l_r&;;r^D%D@SYD~Lkl
zm<g_Q#f?>%LYz4fS$A}ro>$X;C3H4l-p4pzwCAtun&a;6V;Q@v3MxI#xso|%8^*aJ
zukcQ6JEfR~zP(@Tr%q;(n@TC|_m&k4d`8!)U1n^XxvE)0k0nMgw+0-ttwZKMc(&Mw
z^!bCw{5(9Ypgd*f^TxJYVdShWh$i7NW~W2-!1W&uu?D@-54;AHYDK6eu><LoF5UBX
zuTY+I2LlDP^I^=Nbmp+;g<JiGqsk#3v;=`e@R(0v#~+Gm9lVXP3Df(flKI7&^*|;q
zCkNSmEmMS<TqJG@&lU9+o0eZRVR7mq4HK(OH2iy^!c*15^xgwSi?2UzrKVN~Pqcp`
zXKVhRaJUZ)01=<YfHt0deS`Y6cx6uEF?TF7ju&`x*$AepEwgC@ELF=&oMt6<!Va<=
zyj_3Lu*dpwbn2f`4j7P45U1ITZ{9K+6%H_9^6QZ)Y7=MbR>_^<4kQ18o_^dHjbI{L
zlMxGd-Fh75A$S9U=*qtV^ZuZoOBcvsQbw%M`s-~(DZXFX##48}?x)NsJ|I!&_H5K{
z8FqL56fBYnif6t<ZA4(}+4mbNVVThm854cqn{+>^%u#%&{yCAgw4@2xO5BlPrcL@1
z5tfV!VPtwTB4va~$De3t0FvHX@g`P>qif&DF5`i=A-0EW@Q@)aqa**M2z?Pe^dtOm
z4di%wGlfzmAPm!N)%d4%=GR%VqxOq6TE!eydYqNLTnXYJB|503(4)_<?E=IqbM#I!
z!cMOFQXUd7n{)U>N}W=IdUidu3WS%{6s42;ZRfjFwile~P{ae%)?Sa!m`Mo+?juyz
zVjqMc(Ej9o!D$L~%B%b41AQTRW?e6U0VF@m15&SJT;prh(bqiP@1_mg?GDd2Fga8S
zb#1v|>)<iNlef3*obrnFnQo9UbW31xR@sO9AZ^s|nmx!NP9py7#~SiPcbV7$xG38D
z)CuZr+N?~oxx<fo4A+{5RrJe<`sJLGhK-q;wV5n91+RFc6mlpLtn(^eCTUH*!3DH8
z(rwF?v6ZgIR;eDRU|0yO1i&oV8zR}B$a$3w?b&`eZi9^w-JDVL5i7y?b$hcyf$ZcU
z<P>Uq)P!k_H@j+i&WOJVzYJnxFc>M1CtQRXNzC(&=Rrz$C3Op0Z_A6TYfC*lRYNhl
zfz-wPeR4rdyOXC)VuO{_BM+7JigbQyFrR|TS%#P4)&Mr)u(s+ew5EV1Myc3UskfLQ
zN%3BUVdJ~|UnIC6RZ15#`0?vTA2`Hcp3H68#;v+c4KgXtS7r9$yTyBmfaZBwW`AtO
zvK>A9GVG6BV@EUghP%B{LJ=BKg_Ks6#X&>xJiOA<+fwsQ$pUzLZFj>)f`H;p?yc35
zg}JUfU0!RURt3RRM6B9b*~6|o9x|IdWP{eF9^r%HsH~pC6NSk#WBIIpfyTSxs+D@4
zbUl_S!<z*b5%SG3XhgW1RalW~*}*DaRkBEFh@r@Ot&g=Qd`zCZ4QM>j0CDbb6I{dx
zO;gaSYQ9j^-@j^DB;122H5d=MA<a(j6<gWMvEup(6UeUK<V4(4B`@XSrC=e<Ib!co
ztTa2X8d&5WMjJAP>@!D}s|`5S+J;(SxTUl27vK(#^Wk6KN7rwipIm1yy>h3PQis(5
z<D<g=L8D<y9E-;HJ60CKn_RKOqDrzuGHQX}#7aFrQ7AXCqm{B|6zGT8dQ1*CnOmaZ
zg(#h;sl%JDq^^z2xxII|cIKyznS0b2MCk|a7gS0mNC@VW&Xu=Y=%U+ZU6-(f0*|QT
z;ue*wXn?rDY?*vkO5jABHMNB%6hzzA?l1P(RtZPhH5)T2Xa`6oD5E^oXV#6<mOsua
zG?=7F<*TkgE>%bfqcsRooTJ3tlc&!evad+*vBY(|VmGe9M9dHXAv8dV!bB=d`_nw5
zXQ$im1`0fE721o8?t_=ws_J+U5UWX7DpQfDAJ|{ti6?`h1ke<HWku46!8ngP?TH_}
zH-YYWD5|3MzKAT8sfwS>L#}p{LH4!|EWPo`sEd{Rd~9(V@&soqeZ(-Oba-q6zqoP$
z4QHiN1@D}qsU1Jp1jnRCPMk+yfArKcBo|@XwUMt}>eQ&=bA6eEd(TKI%sjI-VCbND
z<-0}=ydwi>Mk~i7ke%6F;6;)kJf*4}dH%(#h6@yR116R94i^(8b!{60@_ub^^jUXq
z-*?M#+vG)l1nc^eY*fk4-1Q?Nz|<3a=zJMunmlP}tA@;r=37M3$M1&T4{&N!l;5u9
zr~p*~|H#|lwdZ_}4*<w&-e}lh9ZLR;0Orv*E)buZH?<D@`7>x{ZtexRN<m~;P-}g@
z*)Uwr;CiAK5)?EA1N};;^otg;sj=$=T$_?rxn|g)38xG0mqq$P=&Wv;*r<3@gv9|#
z4Tp)GI&dRJLe_8Gi&McjOb#K!4$fmu)7wzs(x)7Nw-ZyN+}~U`+?9u7M(N*GC~{bP
zaLJ{xcK$!Wlfmjl6^PZH{zSu@Fzeb<!5i)0hjHvGU9OOWW+H-lIQm%denEov4!4vh
zgIG}bgx_L}@u*2xRON6H6#}$FiPskwmoVsM5ni|ilR>uKnoV^*<n+MtKFV#`$jb#u
zj31yV>+yj6>$w0`%(?%#>zOfxd0zuLCzC(^Fla9Ye3ny<#_FL5ggMA>>GBC@?`_*I
z+d+g`QZTSUCTcq8!2@~o0U#;-TG<Qb@}^EC(n1P{BW_k(O;KBL?}jxy7p|M<gg2@H
zL?|_|Oxj;q3vMkR4OoOz=;U<g@2nFOxT|D5kD|^rNm-G+)Zw0-m<ng@wi2N2MExo+
z)Nh(*gXhrIKZfRAy}`g8u5Bf_r7dCr5=8%!S?+w$(iAqPH=94T`{zw&2q;`@5w5**
z!aJ&A=P{{zL!QFYLG+k}CmacIm*_V@S(rZbVasAFlqn@n_9KLp>*UpoI1rJ2W>tM(
zG@QR9W<|`ZzQ6(N)=s*UH@Pl_?I}o*qCExcvIgPE{n@rFf@YpcC-ZCl8pE}Ubm&UE
zYH3e}Dm6H}r!|qA^U_|KRaw*3s*)n6RI#;u(t5n*>Ec*}+_WVO1J76qyG-u0S~owk
z7IYzB`*wxxfy!EBl-a@V&&aMta(CFvX&cYWwW_u(q|6F2n9j*Wo$^U=XE<~az^Jgp
zbUg~5QW3OcN{RvMZu|Q=O%b)HTEKxr-N_^Rak9F(=yzaId&`q7@l3iX_vB37@Nc4P
z`7V1V+K@8mr>tB?1t0^&)FXf)Ro$F?{=N!3&U?`?@OJ&JKhaIoTZFQ!=x{iN)3siB
zHps<sIBi^FPTbGrN?a`yrdzIaO&9he3nxs1Nl*L>aU0N%iOEWP))v<D>0^Yp+EX1<
zD}oRk4gQ$f2<lD!7I_ZC)+Yi|uKBMs42yk-FSEx8YJ+3((%9_#`b#{XD@1D)1Bz%o
z0nGm5>v?`yp*KiMt!*-XB>f=V={6Zxgv?PxkgmtzcLP|Y+yK^#`K)^2L|*AZm_^eD
zYfNOuYgQN+GCqC)<kzS~R6Qa-+&tQr@^3fpV@c4E|EZOD?M9&QbkLFR&^AYm+f97&
zRPo=GQA4c`x^gTL2hcxRDW3EMwwj@9gq)@5S327OB(ipat$6$t?75}OXzY{R>pSzR
zWi(*A`KZGzEkB4Z;;&BAz@ilnFBSM$C9)PDmJGwsIOUObO8|3BS<R5Acx-r)!HT$A
zrHPd`Mz_4;CC7mNdVOCT`}-K}$RZ8x(nV%a(a#K9Tr67_*!<Q=n>2})HxAQp>o;_=
zi{9x|<<-g6_M2;gwX2iZc8+-AHXDGPfCjmOjRAdXgK8~~pZ1<<m7a0QKgFD$^%;?b
zU?AcuxCBBe#1yUaAh9m-HYq;^yQ613e5FX?#IRCqLf6dN*j~s^mR3WVPq<AiKw8d&
zHt*i|RhNkq*4T4wUy*eiGZFWz<+qRyo%8;y^NeMEn0ap6d4wm2whxF3Kkg}Sw><v)
z8*u{xTB;_Mo9~cz(4@R~r372ehbfH1_wR@h!CC}>j^Ze9V%-MU{xY|A3fAqY8tki%
z&@MQL&XHD&Q0mZZiL<%1-E^}Q&71qYac2z4FlQ2jWK2$I)|#J4%(E{nu3uUC5lVoY
zUDK*He?toHIguQ-c<5Maf_)jh`J2T8lA@PiHxdlMt1pXr{@^aLN&&nLyYN^zqbJNQ
zP~G+-AH-OaP@M7E4uwJ~A6lqPN2mH80~4_brZI<A_hL?Ga{kW2uN-ysC77w@f&Zh`
zm6~@TkK`V>RW&j(wk?oY+O1RqtrF%vtJ<QGv-~=7$LO59m#7xBO1GlDW}q*^yx4Mo
z+*fI{IRzBVLx6J1-YHf<+%K^A_y1yEn#hD(L0BcQwZEMM$YD{fSA75lwuSX|%&c(f
zjBSr4yHnh-5LxG$#L-6{P4Oy*Jh*L3)aGhEm=`$;*iFp162y|L-{?sZsz35uA83t_
zE(6?6cMD!N9r2p<{o2QQe$D?lYuluDrx>>{gjpoMm3%0C(?oza9e(I!Ho0CGwmZt|
zG+=u`I>+uM_(!n*QsrFIzEbCLI~$UzWVlAw@eu9yjBX%T8N1<!u0-crWPtYyVZr;k
z4Y3InPukeJ^)hk$gxG`-rL^Ur&w!itWYnv4@pz-Np=be%!+BUHFU6S_83|gKm$4q3
z9Nf8HM+X*@)MF+0g$OA1UJxS)j|HBu?W`=ypgpx!Xp+_D7xm>AG^ZkOlRi%i`$ci%
zthZ~~uX5fxkVdi^eK#ItFgH_1=-3*tXxe(tQMN0rS!-FVRN>yvcCq{$V0pEMu4I4y
ziab$iM=Vilr<)?@)8yFduttR_e8=Zadj7BX#FGmJqro5wk;+#3t4_nVVxBk3)x>Ku
zl5g$DDQ2zSz3ZKr>Gk_C5r00EAh@}5Jfge4`9x_Pv;&yz_Xps=4nZ_G{WJ^s|0q)L
z4^VcW2omI(C`mxSWC|$N_+9jWK<Vz5Sjb~LeujuB6qOzKasUz850^m3<?k;Y97JiP
zfhYYL?RU=Ri*jH<ni{x&4u<KA-;}VzeTG7PP@7~(@`WB>+CBaak&$Mbgk!u7M%oQs
zIlLOwlJl30v6*23b5UdhxG7jFmj?k(qk5*Ep2BI53X@x6B$Ol)8~$M0cOmsY4d5rX
zQn{+tsXxEDRIzUc%k*6soC=!NCLh2y6-OojO}|>Uvo7`fSxXhqfa}zik)55r@F?nx
z%aJg=pdz_wf75&rM#MpTCHs#6Yu5sTYyOWG|8e;jO+qC-a{YQ!_`FF)W&8fVr<75m
z!=+0I$X>b?g%T2G?_JuDHC9@lOjQ{3>2-kQ76T-=zT2{AGC2h)qjthJl^Z5)YIiME
z3ydAU?-D@%X8Utn;{I@ErkGp>?NU!Bm)Ic)`07@+Ix%D`W<;E=orTk1XL1q9(O`qU
zbPdJ4iqZU%^>TG!A$p2_h$vgzj9TP&-DDEs@ozP*<!=Kw^(gi6Y9yOv<i>S^CxWkf
z6;>@-6_1^QaVl4~wbiRCWp(X5ZqY|0LsnhV{>=1Pdz+H}mUB1sTiZVVoeLoMRTHMA
zm^YD6)Ou26e&)APn!K1s)WpR9JB|x3<SD);H@;u%mf73hKK*xm;uUnS<pOtOu2n=M
z$Km`qXDxKs>O9v+V2znG@oUcmS0Q3n_%VQzF+)YL$WlMD<m~5y{ypK1zlrBJenN!k
zkEB!XEIwHxQb`%;+l%Krcg$m~bsk9sqjPFp&)*CvJqFI^-6!LG31(&GPm}>`M>+z)
zLQguOwav^>dFOFabQR457%bJ8lm=!TIqaWG_493xcmeS2=gv37c6^MOS<Pd#LyO{l
zUZ1#?HvFxi6hzwmJ9`VRvcVL*{v*wz_kOT!4;?N0lV!B9Xs9Vui!l9P0??G6akC}f
z`$fKP_WooUS9(%X3v`+aKke&Bx3(qmLuMXT5QGw)n$nXA+rx~r75V*+`*4bQo)`rC
zLqwj&$|dZ?U#x4R4U1N_dNT-ETAs;JJ5v^XV9ElNXP_!3pNt)zIc~XRpX7MP@{O^P
z0IgQS<niUDM3*V#Jd$&XxP|@67k&S4LOWfxgQRElb)1TamQMh1<Y<3z=dpn1p-oVm
z4M@68F_WhO$M)hRh5FQ??Y0aTKYuv?N!FasI|a2wL*ZIHz|Vfp0p6@SS!>DZ(RAN$
z;3Uk9uw|l85Pe6+sxAFh6U;yjsM~*Luu8`CQrk*%va0>2IpZj&-f0GamnNUT%Gvja
zN3@=0`*6o4h`K=gp#+H;<1glHWzmd0R`x+BW>uA{i=yuo!`c_>i2F{$0?ZV>?$c_;
zv6jcaEvS|;{?D6SR34>U3{z;0Ie(@5(Kj*@1>$GbpC<QXqs%K{2*;NoqT$av&j$eR
zYtY5G&jzirK)kh20LEh;%Hd;$aXxj-J_#-xFzxPf=AmV-4e6h;<RosSK(niEt10Rn
z3oM{KlfbV|UHpCI6X{8rzhBswO?R3lKdJ-W6-4f?E5C-d-vZDMkYvuC6*i?5QUDIu
z5%$?_f?MB*f95{kQ&|SEl_7pz)8xr504FyeSlvn6ZCqx@$)9<BBGNpn%1E9`BxZI`
zd$kmhTwA7ZP(JU_whv?Y1XkS*MFfGG6C0{0?wO{@YRS>01-g~EwGEEb$Qx8bz-s^J
zfDov*XcFL73w^+*#~mxql1A3S5E_j<F^&X%Aj&cnymsap$)6u{g?CiT&f`$^+{sj>
zV-A%Z>hF(~Lcj`RjmsD^JG^SkJJzT8f&KxyDKJWf&e~(1ck(SU5+i>r-mu{#MIC*_
zXeht<$S;Zz1Xn<Ou9iu{YB=B8rE{ss6U|rsQiL?qYR#0*HryGfD2UH`qgFO2TLY}U
z))6R!>QAp5=y~gc>G2uJj!-I(3h*lK{C(;c>aaeiIqqGX?wK7e$%1`dh!lxf$|DR;
zoK79F;ofrW$D5gX?ua>4$)?~_Y<JG2NIf=gD785p$nklrR`~zdrS2AR+`tST2d1dk
zdRWI{^DF3_TH%6>Gn^+{+>4IKwMtE;1uqM3<Jbfzygdc`!C}&x1qro8Ph)KD(5Rg!
zNKdL8mDi@+TNt2&{v2PvzX4-SKfXo!hh4lI=9e7z1dsoZv@0H{xMq70rTt+{y&mCU
zJdyi05W0UQLIUutn*%)=X-Gu{V3G#`fe4hS)(e0F81}Kr)1)N+R%YS+;s%3U<oLsR
zj#c)iF-mqp!$9YaJc3Q#0PbUPC4Qf8^ZmO1>;o@KybhF{@?lROxNO~KCrtHe78f}L
z1b{UmBKdzsl}FTQS`dwC`=mP*m8HRRwvd3!wr=I{jk7T0`*^%UJn$i4clJqd!nnM}
zD_^4&?PSv~QS*R_hnRIg%L|Am_MYy|^wFp0R=+zNKXT)ofQK*N`0Nu)j-w=rvy;6b
z-^3!P@<El&((=T|OEnz>9kgx>MTmt06R!o_@@C$;a*<RhmA7#xj)CNgumGh$#TLl6
zR8UGmy78K`nTiLv3UHgVL7V6;-j_Lv0WXYJOd;<#>(-IU1{Q&VXWMb&bFf+W`nY&Y
zZF6_#a=my9xGXxa2qa4Mi$nIm@bHb$Aw5}YFHR>bb)bMyK)@D7(z4%)5yk~?4xcP6
zUEJ|8lg6F^PEd~SVXDhyt)Vn_DhHmqZMjtD)63W^jv%*sA`Jb}+y5qbe;P3;aJ_hJ
z$8>l%qh~e1&Wn0$c+0sEi>+mQf*?EIf|c1P-&^Gem<9(2uirnH*kOsw<W<Y21)*uv
z#{&y~Zw=-EDIEBItL<n})E=WbqRE<<_9AfezUU{zpfLGYBR?#jVyOX<n;sBl0#ZXw
zt(^i`Kz4-^ez>(h3S}<Hc9Rn%20npuVI@h+-tai-d4fy+mS&J~dpa88r!&OO#=u76
z7go<ZS-8_QEf-;a%6nD`{n-*#^i0gE9*@t7c%q9A*p2QPxaKB|c(rg)=(C#Mw?uc%
zOHjUQZ?t|g9o$v6V=LiVs@htmq^9<dOIR!ZR#d)Jf&Eql<Lv+Dvu@CXwgfh(LztJS
z-I6=-d#L{SJuOMy2c*~{vbjFzhg?W0qTOHQU$WCHJ9&)LgIZELIISHaQ}t3>_v7Mq
z8)LLqAaOk~AhV&Hh9H5N#}e|nQk_{~DpnQS3r8l)RW&J0B%6U_oU@2vky}3Z-jlnM
zTz@KZ`gET97Xwk<=bFTsnHUT96|{w@n2L(RQ}sS<mc|zfKL(!0lR={-_b<$XG8<Og
zmud_jT?i3Su1c7142xQiU60isZLSIl!4E6LgIM=NYV{TCV|(W!yR=MVyYbbVZv))0
z6L?nFS*(%PQ9bSBo0mZ}DebUw2xXmn(P1g_Ssp9w{a=M#F`jU24d}kMasy8tbK>*^
zJ^UY8aFtIWtX_$Q7`BpjV5FMm0TNzcKb5@ynn4drx;k%kTwL*<M(7lEUS3f8-CKVR
z6bm~m{LG%WQ<sH&<kB9p4jxAtrGigiV`CT88XK(Ay5tu;UJlX45D_NZw7HG~=n5SV
z*nBjz=SI0zPwg2odWjTSUg$VWatanL?HVnc;8D~I%`7Ti&kpY@aFx$F?l=ShUSC3c
zar?nuRa8E`T$o3~-j%yq)LY>h9*i_^F=#Xu{g+<Q$gkSOS@<&7<y^>OKYjAJx{88h
z`JNA@g8_jxa*gXOs;sQn{`7mwz0Gr1T=n3OvopR8eQ10QQe`f0Cf_(G=)@L9;OdRs
ziO~urE*LbS$9Sma%Lyh$+(V_OtKqUolZ=F|I%AIXP!qwnpu&);2#$s3abjheqgBe6
zhnSz;Fz=eMaO19`MMtO)Y^{wT?Rn3N-=_!6&WmqM;-{-eZ&zfoot+@%dCz#F*VNib
z|8W&HHAeqhdvN*Bd;I&J&3h*N6*HTyBvx4$-IZv7J9$eUZ~ZOHB9t!++E(4L=^LtM
z5^BdNa`m-3lQz5~i+4{EWGJmj<k080*5=38RXlxzczuDm0PPfLPgn}dk!}Tb3CR|j
zyYk6mHa6XaEeL~gXjHapUn?R^_?GsmU1P>HhgfI@b$)??N;Wp2AuFssxrFx0Y2kku
zWE>uw+f=5P0ru!>&bd>EDM{DkYZzyf_Ro!GqH|QAxfg;j!C;=*jLQiw!pN8SeY*uM
zmHGYQk+$;Up^6(2Ewzrz`kem!fm|r>_1ucs^Y>9mZ&+WXlBV@$3P@`j4-^RdL2LDu
z<xEl1ZAK39dfE_-L107Jy`Elvh<R8ws}!BuG*Sh9()<Gbl@7fvFFnqG2Pj~{2RaN>
zlY@Oc4KwA?2|V|fF83Hu0WUp&N$1MhXQ!rwSJYfw!e*fx4xXS))40NtC-Mp&AKeEz
zg!?p5!66vi=5nrzr6tq`TZ9nSsKf)@hw-Q$b49RKJy<(!UFS^^NhL{1pDOsFub!Ko
zPjAjxT4v_?sjaro_OCQOg1o9~%wiv5<JL1@ey5Cshk_xZJh0UwFyl5dS!PS?=h}Xq
ziP-}5o8bW`2Ug9#8h?|IG#Bzz-rqT9+^abW<BLlqm4Y7McoPm6<Gz2VR8{YbM!tb{
zhbC)TBUicPIKY(^Qn!wa1HtLsuHfnsQZUx#n)AeD3YWQaj`*dvuzO))s%8y-0j~IW
zaQmaXbj*+L=$zU$GXD`o(_Jo6_U&8N2XOMfWvQvE^)ftq)C`ISnL7UO&aKcbEhVfN
zH&cTR-1oJZ4P^KC7HAP2xEdQ42KxPi`Hn|i#veRhuD_Nw=cZd?WxX)(`=9MReLe<(
zUf7HRXR9ZcxZs&2BD)4uQ93?>yL$C8ZwEghS5@qXLMMO$>;5&IOBNhNUrP(qX6hEr
z&;HfqBqT{cB^)|eQurl<nV2wy8u=Kk>8iQl{x6e!&_1p&Bksd5CxxS`Mbc|>Z|=Yf
z3k&UI9G6(sjEzC5ZD5xF9}X7QS<c8Da^y2`00QN-koJTML>0prPI;fFRV+<n<3O4O
zvEBwHt-#W7N?V>oBYRe(fp=B7ryYLobG9C*2!8bjJ&Iu`Ux@lAY@c4Kp}2M}Jvf+%
zp1w8``4%=ItC{`L0EiU1_(sD@#^`M8gqk>tq`ORybl$Doa`CZC1gq%kV#t_z=VR#4
zxSF^2p|i79m*a0xIoMMW7Q>Q&BpIlNT|N1zlLU*{69U|DI&3#5+YSg5+JA(}t%qEM
zGS;nEus2QE(0XM_dC@aMzIH6nq+P_wezP&4ilgXc1)W5qd25239#Fxs6{q78k$fLN
zetZZ30l<?a?|rqyoSql0A%BG5>*?+`pUTxH%tjpb)X00J&&-^^MBS};_k)9)qjCPv
zLfF+<C1sLAM9j$X?tt(A8K%L0epK}Lo`e2Be?IXZgZg8`s>S|3Zm`SB8j-38dxmJQ
z1Q|&sGqbd+L(g~d?n@SkVVz9J8y~4S3JX5a^+>L+vhbXR!Cy!h%x<YZ`CS?K@ArU9
z9H`99;97mC)#0CkJ1*_+9a2*ALRCfOcir*o`iY4<+{T9L0XGIzgA0v@gjf&PaAiwH
zUZ|`rrAjwL(_dd&`ID{Fp%c(`QskwSe1X~O1QxU)`0o%2QBmn-xP80v-{tO;A8)Q4
z0|r8~o{5%kJlB2b>CHwdEP};eKG+}P@mQ;+65L#f@cVSJ@AF+duDKZ<Y?~AhC^K_X
zTq|03$f^I|vcJbKJ6=<`7&*`wf5wXTZ!$sRyQJjX@3*u5Fvn&BMGiRRwj>iXrc-?^
zyRVDgJ%w<_tvg#<JMLk6`P!~Yley8WN3iY(LPAotwNw9(1*tIJ7W#iI2yECCP$>1#
z6kaOG$h;R1oI!WoEt3jX%N{{(3Gd1Vw(dS-%$~F#29+TIr`CRdPANwOJFM4FS^!yq
z{|=Ft=*+C3o<=H$zdxH3J#Mb-5A<}`apLKAkd^KrT05dBI91n8YU8T}hHIyeS5<qm
zokR4A#X{alXfMy#*HW;REB41}vwuGbc3y>yOcm&-N5}L}Vj514Guo5QIR5uQsJ#yC
z^>rXH^7EN~@8&j&Cwr3nXY8Bk*R3KzV9l=Q_RYSL5b8kc)>5^zE7#Kv=?a#oMIkT1
z>fZbKpz`y@gMwax#_0bYA}K0ry+0ZsxIlvXsxPa~m80zxS~#Hq+1k?kWtipCa&-1W
z@5l5Mi218e9II+emSE7OHS!vn!?rcz&RrL`?%3q*t=d<A{XThfCSfWT{LeZ4uY^dM
zPpMn;Wbbk!>BP(($tB7CRj8$oIu4od^FK3?aOmn+98uApZ}$s}AxuAEcG&tPW}eU^
zRUf#NlO*A&;9SyUuL9Janc0QG(gKaBD5$IZQ-6zlPnq85E}l9O*vI~7DW`K3H1;T7
zy4%3dKa+VchMoxIUWv<JW2&tc1J&(-_PaXI+i{)64YLs#RMWGSY3WgF98#rGpm?R?
zDEpq7LjA=lhac_LvG#-(Io0QpVF^tl`a5I#qMklr*F~<5v%A8)6E{}t`%Ig{?{sl|
zisZ&y$d+0DHA^Y}YYMy7Adr?8CKPqfw`{7egGvw$T6}t1^m4*2I>VB7b`dWkd(e3)
z<>2_<dhcE_V~!Xo%l&%bxWLql6WSIlde0E&Vhb00?~4^F3s=|B$}z$1D)J(4Y~aVF
z4!$>HhYF3<^N_+!efFW`$|bon;Cgz<_3O#@jWc?Fh?hxE%P$HU6{l%rlV6&NNIP+m
ze^1iOlBs)-?jU`@4yQV=md9^o$$p7$kkRzW=_G8<F!h1?(545VWQ*xSKdtLjn7@j0
z%}C)_!`=e;>_P!j0i%|eo^m?Yaq%Sn2>*U<Ecb0s-&mHiy?yH0n?XkWM6stkkB<F8
zfKQgZrs4ad(${UiIWNsMTk#Zh50*4oCf?aju_!cR&MjBioJmeAbCijnrChOFd{l9?
zr>LqL07O#@)H(4qQ?E78sM8qvi{P`DS~+gqO?>a8$?a%)#m86MVKgzG-&#Rlva_zz
z(F14YA5Lc3H81VeHHUEPzMB$owotw+^_&DVr;y&PjSbOyM$FN^j+tst0=%b(DK|&a
z#R1!BakyWFE0fy8Sg0uKW}^o`z}Go`{v;~UBBQ2F|Le=cT8ZcTJ7hOd?^n*#i%HD+
z(^H3r2PekIDQl18F0-a_;H-fpJWT@GEKeDQah3PRNTbh2J5d~@cgZhX@QYXH4<s8E
zN5mkn6+Yq&4sGx$ajo22%H==!B?L()l`YSF&%Fhs=+!`ZteZS4-ovsY|51oGL(~m*
z;njHBs%dAMo*EpHrkpxmz|p)w0L_ptM@P~+DlbCMJ~ce2Khu{Mo)r=}k0P$S^tq?;
z<SDN%A!f}GHkxF~h|3+DakY@~v+-@8UP{id169A($x*|vY)X8KAuavB=@3u(ETxD7
z@s;AaP-W1-;so7%S4JGI=Z3Q2&bD)xV*96OJIm@{(OyR~EuKr%hdk$gpC*y(eQ!>6
zJV`ic<sOCA&$AUSvgdX_!Su~;bUD-1IDN|^h2+-Ox0-DJDMLU%afhCSse}p>VfTS-
z%SJ1su9AwS;8edks)IrsUx;Xp`Ek2zfk);wOLwNyi<A<wiss@5)Jjp=-SpV7LHY-j
za$}FoX)Z4^jppjs?qRW+&&wCm1~qliahnH&x)pFYsir~?ILeV?Ssf5ntG@mRIZfL4
zNQPPo38vfpN~?-NQb?qtZ$AV5a|y-;udRjJ=i&_L_`PZ-w1tYAW?H8olWI?Q=9j`}
zZqiMKX@weYP7!9-lBGrDWSHb+t;G})!eqF<5jG!X5M$^dDXW%I)X*p?sdSny9mo!E
z&?^;0S-kzV*o7_u8}@yABbrK(6K~<MesEUTi*SDG(hnXQ)Ij!Np|+cU(|%5MQR{ab
zm*~ouAJb(h_4%dz8|M?U`x0UjU94I9wwtEsa@A?GU%lgxM*6s>VrAROC@%Fve}LHD
z?c2l6)ME5hF~2n8T;16ND0?+uv2ekz-s|kN-1X?W3?%=par?Q@WMDC~9=!@Vd-G=k
z&g%r9ikzGUqW??%zslVEv&xs07mLavGW8;#Q4YYJf~ZSHN=BQ$kG#>i9BK1X+sGln
zbEr&P*m@KNFJ9<8$J}Suf~;g3gy+a1f+6DYXB6!gTrGA;&ex*P)Xi^MZc=VSqp_8l
z&z}GanX&g2dC(7<9l;e5HYmq_X{-Spg|@H=yH1Dc{?3;+FwtE{jw$@^OlY)B3EkEJ
z;0y}!EDI2jfj@bQxwtjvk-XEsQC1OInCT>K`C)m1!dUiLvcnT%)h})dgY@+n^>UuM
zm@u?n6ru;COKo(ow%Az?tfHD4(nB!5kDo3o+t~O(epz)J-_6UFJFQYJ@Gm+MI-heb
z4s8o(U$9P(?!ae?)_r4;in$!3c7)+?X=U#2Rr<-G<EfdV8b*u)Ntekfw~*p%;*m}P
z*F_IyAQktr47)nUpPI+KBSwsQZkY&ftvNL|%Jh~f?=mg_#iGdq>={tCsI$vbtHL=O
zy#DHEt7ylpoXCx6y%;Bs<qL0M*QqIh!ey%c{=V1YI2jU5`~2B!*IuD>P^u*f5m?yk
z+?Q@iww)TB7se*q2+%*P1pRz97ZHc{96+5zu;-$C2Wi|0V{txOxB>-f9?PDXCUrBg
zPdpUl%pCWXW+g9}hg`+*T*#A>{-hl9o{zp>jG6Ji6c0Xk=Ete^Ix#UG4e$BaFZLQ6
zuee8~emfvTqfn|p57&foQcWsA%_JWQj%jP<eCxC&TVn5u4}K&j@t&ELLl0HNmquU5
z*h8MNk?MTuha`A*|EYnLZ#C{mfpeli^U)Ss77nr&9zQg)Ym(lMh-sCYWvE$=q8`Kd
zGs9vWGkbrw2hj}8{*YVbdiX&0Airz>5Jv*mm-Gg5EMN~hZmYQi*-uquxI-7c)2|;u
z+o4K4t(Ud3(yp0xcz|y43;d`OxWJR1;>=~E6K~9}k<3W)Arh(oTt_GMkjLQ@j}=>Y
z949&B17^)Wd46#lo1jZ{7gLmm?#(nxBRj()Zl*zK(fA@A_vC8r+z_*<N!+0NNLe8_
z%{3SmD{D*o;*$j+o<&5YWIlCdUMt<j4>3DT&w_q`C&trGNEn*!T%qQ+fAIiRY5p?;
zLgURL;KK+Dirt?PAtAM7S8BW2JMgvm=4GfPGYmH7hdi&o+zce!?BQ0%2>l+ms|x;P
zF>UY_d(Tqvqs1=~b6eTv*xW3g&3vgvW=wlkzOAZSpH%Rsx*96KY`Xg9W<Jq?e)463
zTn9eGgRuwC@70Mn-0{C|aK{L%Vd(!+$<R46*dQhBCdImmrj=!3zV-vOs!n0>WOCR|
z>XhD9FV8dYIuFA90<w?vgfX?rNJMZ?o@~C{ljQj~i`xEDg_bpH9ym{om2Q<54l$Aj
zn2f4}RifU$N$qIUjHviS>p>1!#|qu?(JINzHo^ko_nF6<u`}+<zQhf)kI@I)15$-&
z>gfciC#%$P-64Ikru^dX>MpkQ*bzs}t*!3(UHEy0{zt1!Z>(2rHaku`_d*DMzM=rx
z9`%60K|`zufo9YhpF-~)Y|N`w=D&>U-FJ%kaAh`iHDgOTrg!xN$w_Y~;Nq+3=vaX`
z_312W_8VENc%fVp`5Dv<!(r@|({I1N<DW?hR96I1q~GHN1E-*3Oc5FQ<aFkxAtHy)
zL><rq#_+JO0759<e*%&x?R!01Lfj8@7PDyC)oont-}V~&l<FMUDXgBcakTC<wuUxm
z9r&W^?{y@~%eJpF??`U`IzuL4Y2c}Wo0F2U?c3ZGU?9V+Z2EvZ;O!3_V#wI{ej29A
z?YcI=j$OlNmmN$`cHhpx&b|<@z!_${I+<dcNn>Ui^rHCK<O?WRIzlgq%1Cfn^(P{!
z1RhEh=xu9Jzz@(%rBlvE#;-%fZp{vHih8&iXBPD)wc#`~hL-mNnLuN=UCBzw+Y=MB
z)uizD8my|xaT?oGU0qe=pDHwQ=z)JQ2Uc9V!3hzO3s;KGJHtc?-$N2C<_IaE-1WGR
zUge{WA1VI-x@BBXja`FztVc}v&wAe<%pc161k=O=a1O{HU5nmjr9L^t6}R}Azh2YC
z#bl@06*%~QXwXwjV(+!=_QhrOi7tCVvYlqEJOsJirFoFAwDb8g_%avuAoL^l-o58B
zNbr}7yA$&cuD=@E><8XIEwftVNS~xsR-SK9vG&09S<{&C`}O^oaXum+($tr%fQD<O
z?vaQ6Dw(rRxQvuFTl=Y6i3am2_O>_Q&9SE6+gl+|dZBj8b$yK4p(Aw%lFB<KG)bP7
zLs7`{uydL_U23wpDH`A{Gcz&isOvo~6@YQo&KQ)>PN|2R*SG4Y70EuNIVW-om@nvT
z2e8>+mq);Sp>g$P{-f)J2K6J*t3iZBwXd5=pc%Aid;6*86+h(uc)u)g9bt=e)ACAa
zv+)1eDd|x@lUk+w>-7s^%i)|YPc2LX`;mlCni0Q&2yYxmBIfL`)V=*-@XhmxeFq@&
zsxKtm2VoJ@!KxIEkR0vIT6k8^{$mpR&i?rHyEnLxy2AK{a{YrR4P+$DLO)Kfak+iH
z-o>#mweXya`|n%;pqnZM=H0PU$esZbcqcoiC<gidem?#4`QY_6!eH!$vboNbjnU*W
zuBC}m*IgfLmBQR+djZ(zdjU7PWaFNsy$IGSMs~H|rn&Usq<1y<!8AwN(Hk)!4_A}|
zY0Y*C#fX0$YbunkYjBa}&@r>T=DWwtdm`z^iUD-4s{42>hf^*OWJeQjlKXQddPG|Z
z8%0)?67E!bjXah@`uB3LlcV~^;(Nx92x*?96$P3QN^{E|>gNlMXKD@(*~WrfVOAwm
z2wmPC$`KBaEPeeuGWCzpS@~La!n=xIj~UzSL&d2%xzypT><XFy-DL2@FLdqAM;%dT
zXtsG}mm9N8j4@O@n2u=`k3Q7O6&8L<GgRD5C_a=9$*4pvM;yK4r-GRd78;OI&@pO1
zE4)r}3UieXwlBG5g(3<(-_?e*<fb{}O>y?pT;g&S^TU6zm-ZJ3t$MS*ct8Lc*Vm%T
zS}E(emw*{Q|HBN*+Vcv|8cn_K4yGZgD1&peG1}~%F(GX#hLNh^3c2;AGQ61JYQrO7
z*N!E-fE8cW`R&DnCMIbROq+Pdy|_@s1iqg<SR~tC@tA_C*p9j@X#X4MGHciSjssGX
z8&>>MAu=~3G6smlBauHNwCL;S8hl&3zkH=}Sejy=U$^d!LcXst#A<N?5g~Z={c#y$
z&J@Cf_~$1m2+hP}rU{k9fcm%R3YB*m*zPNp>N;DWf%(o)o23w{Md<*jRZYC(GN4uV
z=?Xc-<Hy64@yrl$j}UhQsC|DMQ>%Y`8P@xjlCCl{re|UKhHjVEe0a!*8DAVcy}p$?
zg?ng=X*mb)(As4^D=eI=EX$fO4Oz~07n*slgP+FN$;fi%=CmN(LWFbBguQEV%RLc*
zS}h*C?zQz2QOIAsn_=Pe2lN&jUn?o1k)4JHAExI@eWV?Bw%u!=OGF|kBg8K*W<5PM
zH2=oSJ=v?OTxo0A_U(0Nn$r~<Dlt}7j-lq}=7d$eh5h12ap>o(X-#aDsa2JaWa>|i
zr<E@s1{ybS_uGG}F~QEnIe7-P@buUR8)KbUNiR`;2CWvoZ-ob6&$zp8w=uehoBK}U
z8jU<v{jQ{hAuL?wcPB$=V@yvH8~KQc>>9WQ*>*DI`7HNz+rp1CsKzuwP|D$l6@tI+
z#10K-=op9S6(k+XNiC~`B!Q(1j%V+Df7`=;;EN|P);NJ30@|@wn}dKf%v<<l`piWD
zFKm95z|D7J^m@`LXi<Ahd>>D0Q^;2pJXep4&3#ytu;5a1AKBEka7J3De#L^L<67Bz
zdS2OftblBZd6m$Saop^Sl^}qwBB=*t*#%s3tSXFCM_so};_L>bck$)Ss;asM{IuR@
zNl6ztXuk5A(*)n$7XIjVuzPC<M*+h*PECn&;eD)CRcqZISC3(vWICr=A*t|ZPyu93
zs@7fM#?{xo*32rt8&I1yL$K$dE~fEuPMP<ue8(CqhxuX9ja~Hn^Y`-$`?RiGg9U`I
z1bk*;veLU{7sZI?o#HAut`=}4xX1Gt@~goRX=i2`%*6nKNT+VqVZp8g2nWRZFDE~#
zM#4^`u>IV)ReH+JBFKL4Svz@*%};FYZZ&l8o3OY0CggN(l#fl0vHUPBlI|R{7LtS3
zFD1p~&}zhPF-_tRx!$v;;6*D+Dk>#x@vl?kJ(ethb;tE`CGqm^(h$^c_RpYVJhmp*
zZX1atGWP4GUN#Hu|5hv|%}ho@^Xl()x{k;>%zoDA{~$p#bZ@?jQ(~siEvNm<u%&EN
z@r#-zFUef@y@EyzTDBe-4c>Hr&|-jlK&QUi_we8=d$cpbqHNADDcZ9p&+o7EoHPyW
zf~&1t(e}3Sz`KxiH<&09Xwm!f-TssJRT7${J*y{*5MZ{WUX={M^%&%7I{%Nz_V;#Y
z=UPfBEZVDYj@aYN%cj%4<}%<#(MX_dVC=EBw$>g5g6rZ)`51_P&|akKemdp>2U6_M
zViSV^YEc+<UHjJf0yAp_D;vO0Pe*C_iUtK`aYJap_!D3fs9DwXq#HQX^DsS&xIB+p
zK63oHB)CrLv9j(;s94lIIDo^=Gb+1()AZUgO?5)URFC5)?k~6Em2`Ld&S+tcGxWSx
z^$BzFR{X(ZOe~CD5yIBpsCVU2$O%s9v}2~uFfrpR<BB1m+%7>t-fr3>7ob=gJw4d;
zyGb`L(sVzyqkW>yD|-V~JbIvsmvh%#_Sz^1{f&PUcl=nUeF_9P@Ay*?ZyhRH<ou5~
zkGdf__?@78Yg~gRo#Yl}Sf~mE6Vo63`KjU2A%K*{qmdn^5_n^aQL>D=f*3Xh2ibtL
zBkRdl&Wi?!VGCZGOJGktkK-e-2Rzz^$K*UW>W+V)>u~T)*RAKZ?B4tfA78r*-$Uxh
z4)xR%qUr33T_5~?ZqGAZSXFeL_{!OXaVu**YGU3sP)?eCVR}DmF?eGuCa^2EzO}cm
z#RmxQQr8`V5jqRaar{oJjm06kDI-;_0>=yx_z`&V;;--#J;+A>Jrb|wgLsM$AY|eK
zd#)0TSc>Uc0NIO)efSf#@Vtu&liiB7`4m286Qy)rpL^n~`bI>AP<!;Eo2&%HrBAs^
zj-Tb7m}jT{ku7E)&122h39OUuN(=Pt3r}lno2aTCM2H-JK4z9dh}YOOr%FpN5rC{+
ziYHqe>IvO7P6_CkWmk3UiuI6LK2vcJN8fFtmzX6yCLyIE%UNgh(u834T6(f$G`YH#
zwX1%nYL5caLGSkWH?{IptN+0-MD7+!%Xg<|Ln6rZ{aYFU3`c`5KyMXnBz=+@UO)>U
zzpL%k9~K_{lK+GJy?QZ=-H#GxQ@SKQckhZlIGS|O<=dk<C^XABW{!uyi3W5qDfzyg
zPfq;q2dk<>jROMuC(#vrzArDW+ujphySboz4VedKv?TRYW}9#6(+y6iI?jHK-fBLx
zYhag@Q#C6a7OG@U)eMYBDkm-B%GHV5xskiFAyyihL(4}ZLyrAmGuuBwAwdrpDm&UO
z`&gV!%O%(w7S^8hrID_U*$HldVQ1Elf2G+N**fzdxpNyp;#2Ml{8tr-iYS;Kuns`F
z*Y~EM9}({{6N`M-DDaH1eNx0hQ<E`~e206gUm&|;kBFv=TN^LDSJdjdCYwDh69u3u
z5r&^qK(%-imjm4oa);W_gNZpb(JY&fU(<A5^zk>uo;9Pk;Os|?<u0ouI%p_9J)}t+
z_;e#0gC}R}nVMWb7It#gd0MPxKhXw-`x&xjuRGmG9BcBZ+IgGoS-1)mYwWl|Al7r=
z#sBcI+Sd<B)Q1g0s`+kagB=(bb=;E~uv8YbvZLAB<nx-yErlhb(scxNDD?J&k+i*0
zSFBI$D-`FTw6NyB$6<Ad_q@gPPtRvmpL&XZ=@#TV4gB>}PcutOo+*N;#j$`se;x8r
zw%AbV23-D`D-U%Y?S*x@3InG-_WWDp2;pn|#xq4BAJBG8bOL~<uP&5ez=^Gv1Q8!d
zN<c7?H1XK3V&BL{_@U#vO|*OMLn2G+*}USauFx)|%9mVR!f$7dgXV7HrJ0zth<JW^
z_GWnU1H5~!+w|3rT&E|3>p%EpOKl@*qX?z<<=vDm`W7G25PJtIED^!pFy6oaY_e@G
zx0Kz>nx6>93%WQ$js_Z>W5{TRM*DeyI$^O{A5WgF{ebY9`y3AO_2-(O3Mwk^fA7WH
z@6itBp+g+C_MeQ&tgv&*w>=8?mm?T+ML!_DeyQpnH2Mw}_E`bT7F<>WowvacxjT2Z
z3qh3m<WrE{kW*%r#Die$+{Zu2G?26C3Od<JyXVQOU7%`k&XEI<IslM5H=H6fs{(YU
z@(#aBm-c{GKsk>isLZl)9@uBRG#6M?m3>JCH>+=y*)+Zo1n~}Cmyu@&MXtWH8Xzua
zmEh98RaWl+U)m%Xx2A^=mpzg2aH(jR<L{01m~WbtWrMAlOt#MDUZFT(d$Qbc0@qz^
zo$k47=KmjRo5ozvT`czlzUg=xYx!d1i@Yf0n_Iy7Ps(IiVg&?*jZ;5yq+sTz|7!n<
z{2I-*oQAvSX6m0jU;@IdUSQkLN^cwG7_snMF1Oqowg+DU!@F+V%IpoT`!A9an{^Gs
zd{?V|tT&+>7cqxcUNZt63OgVDF{QYSzFh_4Ym^>8WdYJ%bZuKOyL++*JsA>ZKrG*0
zEC?q2@W?Q0D)MmMm}M_4evM1lc`O5*^ho5{_X7A%&AyXbczgh3x&x~tVN;{;KwxT>
zYuXBq-=XHT_Bis0Z@mONY}U^+1@1W4<dIOvh*P{N|794(yR%a><;%RL<JFe`qD*>?
zjW0T<v&9-;q>+-GKi$KPCAv}ok|J)A(U86RV}rlC6c)o9_gzeEE}i7;{MyfhjUUPM
zjpgfSbh&N4bA%id_3vczgRMJHz8?mJWVM))(Qm6G0NCFn>+N?~-RC7*5;)(S9IE+}
zTc`s+DpPzgjRz*TKID(9Hxa9-=^61$Da>@;)rGWhpwL07UL@|j{msHJkSw&pH<WD^
zk!<V=tIu>|;9VegCtH8=Su}g2x~{Yiq6l@)qcnVwN7W#|Y-xU0gUIy6`{@0O%|UGW
zb7~%7dV-ErhX?r^HAJ2gP?Q-Wmq>6_P-@H2=CLz!S;90NmSoiL-}E2LQb9*42^ixb
z@@7Uxky0*Cmt$>J{sLz`l>NplA;m}9D*||BkRc8(P(m0Zg{mq9V~tz)QY>_oMzr=^
zJ9tF!+KNk$q!jvj_*&p#^pUK9r}s0&rR8I&-us&>T=K8LP6)R;Fba$2B3ud!Q@nc9
zymRpWOcgFJ^W3t4q;*AsQiR@mw5Kk1#GVDVTkyGPscGmym)KJDslibkta@yi=YVfy
zuNp)MVI_YdFRP!SONO`@8Yk$P?<&R=lOL~fXp@||(%~&g!qMmG$bv5I!Cr5x<qn~S
zk&NjElo9cixp;O#Np?8_%>weHL`BYNv)VcufboD6@z5s*0$RqcK~P&3!t~|zTpdtC
zdKFso%>vRWgr>b~iBuCaVfD&9_u}F0^pwJqe{pXiVi}L`fF0M2M6vd@;<^vb;+Kww
zJ~l3P*V(faegW}hhh@YA)1k}dw4QTzz(kt)&`_VrNz4i}pi+J|ul15z>KOq?Ewb{X
zSw_iGEx+o}xbnlzo(|9{Q;y%kJmu)nDT3c=+6j~gJs#&zF9N&7Y)A;~h;tIay9YDw
zLuVY@rk4}iYx75{pS0jzP%D-LErVC6U1%O{G!(8A>hi}Nz7`yHuH+1q9fZD;lK$oN
z5MmWWZkpeZu8ynp*>f29rLL-`hAM4~m4A~RD6n^EtLv)crO8U(rT8iGA5lK@i_q4~
zc_pw*ms6<wZLt>@&AAV$8G~GttsxFgg!;KW6I^>}%n>Reh8W`I_z|J5$;k3M>hkqm
zCbS{zJa{io7+1!8E=`gI-JT3EtiYM&yCG2Wu4=F9Uz5c<LP`00p`Cgj5OEbN^_zF5
zQWf?6r%7ml;{dU`_pL7gK604tud~01)6aV`xmIQ|Kofx$l?wha%B#+Kv>wNVv5<kR
zF_F8!sSLg~ZoV2}LD=qs&y5brt8C?<(kD*`<TsjEZXHk^;H!vbB{+<m+jRtsU!&OQ
z5^^cYqjpuKFnpC8-8<2%-}OhF@i>RAjY%@HhN*gm&>l9)K*84^4$D1@m%M(F0N;Cd
z7xRHxu*aC6>gsinf_IKApFg6TKccsHaZ+p4yg*ja@G{;-AfPlpB}pK@j;hIp&3bxu
zs`Ny4>h?B6oVyZx<?f(uoY$yGmkn&cE%C11M)A;C&lx;E3i;=J!&ct*m<PRUyLkHK
zw_St}zu9Zhi1=!%pL8SHH7lUw!6HSjGV~X!KaOfhH`q>#{Oh&s6VK0VeCP;Bz@Hu4
zOQwD7R0t9hc#e%>y=1Z9Pu>pjYcwArRQm>}s>35iPNWA`ZvP~T6GjJqt9j;TGxa}F
zxOT{xF>8F`u}R>MbE;)_-Ck1e5%L!<@<q4OD09spwRT!#oMw96M%6*yi)^Lq`|F4f
zV5mN=)!i}o@X5+KlOGTV>buKEH95G6wp9*Hx7>tX{fmu{U4F97LoXw4P}{~vF?|yD
zIW+br=tzF>uWbiA9rt!oZ0>Vi*>kQdzM_5~KXUz9b!N5$1Izd2Ny`_m`W4f10%8e=
zdWnqd<cv7c4@-{?N(Kife)GdA=ZxQ|+5Wd>Fw0?Sz0SP5whqgS50qZc8;}7MdJ;2c
zfA~WvJ%#drO!K$B9HRWQtLIwV1Dp=E={(CC?Qc@{rdXikz4mX$Ju1q`sjzxO>ozT|
z=LP5>1R+UNa|RnT1_^+E)sj+D6^_en|7IkOr-8hwu&})JGb>JeQcXsaHG&;7e*cx#
zFm+Ykl$G=5l@;9iZb(pPP=6}*p7~0p9brF07}fjp;c?|j+7+wgT8A)7-erQ3>-f(=
z!Y~Qm^!pb!z}{)<LOYTsbR)_^KUuOuQ~v=%-)f0R%dW>)i6pp}ss%Rh>Rdj2eRB<D
zclBD>-OrTHAdT~?WsWX>U21NzQwmnI;*;X*(7Aibt<c3T2x{<a(w=zJW6R^sKQ;)A
z-N@*kc^A)N@5${aAi477X-?mor2feB5K;vq|0NC}|A?_1J4<<j{{9`E;#jWd{#JbI
z)<<8o?$SkPB=9V99WRHF2qlDpL0JH>y>uBjWwE`+jfpNiO4T-N_Qg|FS-M)T$EH8q
z&5<^HQXI#Bou{{2&Lyf>MnLf+0Pdm9tk;$=Np`N*JN8kt>tzjU`PRYt)#+IE5d7D@
zVI~E#+#t7Y{~IfBK*zxqHjpY*eRPpO|6SFA<GcT^D*XXuv;Y=ddFka6rk}z<DYnkY
zn603}S3C+GI6eW$l0J6qPp8TuLI|z!dW*FmC-~iZg&p>^;h7caL7?M6X7YJnNZ@kO
zX%A5wjqNDB+vBqv9qWo*FDYNV6i4B0QWOe4Up$!q;ozn1*EHW}lv8HoG(>Hu2jjbm
z%O1?pUUHW&mZQn8I58mpsQ-}_|4gaJ{5#pf;v|>3x)H>dy&Qa}uNcE+Eb^fCInR>P
z=f%Q3L$AGX(W1w|d2k&2FpZ*iDjw;2O#KHEd9Hl_;%bBYQvdGQl4H3?t*+kUaz#RU
z>2N@KD`MWutrBm+ND&v3krOvG_ZHXOCA=i88#Vh;e4UFzyVZVxcxj7oso4cCZ_qlq
zROH5=fy)PiVP)YB|9p29gqK6<6lJg0I6w+jlYODLev{))>A=iSd|ORbjsXF@#JVYd
zX*Kq|5b$vVeexXln%~9u73Y?_{C`|s2RzjO|JT$vg^E-hDkX%Jd1gsSNcOH|o)PZM
ztQIAdY}tG7!<i{5>u}4a%)2v^akl^aqrT(!e?K1O@!)fx`@F|%Jzvk)>q7}eRVIWR
z(f!oO(%^$qi@&(UZ5xjXZq&CD?c!#<tydqJyN{vua6I2;-JGxt<>ibpqrBw%nrUHW
z7piNy_~Q(*iGg#}T0g}_d`Qi}9QgxSd1x@_gTzFIEkdhq3@ud2S=v#*Vpg<*8pi(K
zhvfvOL#zj+U*qM(a)zA;UeUg84?6_fyH3LAX6ui3XiLmF)?~RhHQ<SG7Pb?7d`My}
zI0NOPMCG$A`GyT@X<?nRk7^3?;;CwROm)L!j`Ert7{?;%;UPD7*VQy<&ml34HT_WS
z<C0K}d!d#3sl4;j=xeaHpy#UBbYu|yX9qr1hkDl(Q4M^+dz9y)$L3yz5_Af0T?CT>
zMRfhJjckbL#wi6{)yXb#H$Qi!^3H);&m(jl4#U*8rS2aDuk9RH0>2bd<)Aym2E}-0
z$`)+=!lbin{MNQhoiDZO7HrJus&Qq<z&%6F4RO&hi7=lB|1o<p(}$8esQDr<O6R_q
zRC>DF`-G{pix$^$*6bkFW4EI+O=WL9JBXHmeakXYvl$8@=_^oe+Xq?#_(9lBQa@7&
zoQdV1+DW!6Y9nMc`z?Vo(=CZJqndMvA5jG&m#s$DTWu0(dGjJSo*}Lm)HpjGwi)Ue
zt2Ort+e0^8ZQEahdDw&Sau{v~v|T}$PRvt7^BJn+V0AXSzQw=cb?B?RhK7+3AJ*2)
zjm{l>_0lo!u>`S8W?1GAfa8A`CnT$?rf2`FDoo-+>0GN7743OuaYcl=^$!{_8-w^}
zKP2v?W+^*60Dbb-{YyeQfFdWB{(Cohz;5b*-86nLeCCH+d;D=jr#9=M$RYT=@yM9M
zI~MkWEMd4=u<uZ^+Ei`c`wdk0Y!;)o{iDS}21?jqWIIvcj#{WgjQ61mq@jk3>RX^(
zjiEZ^o7OA8yUbj5Df|HQ3;;sKEc@g6`}H%~tP-sA8};BzIEp$JXCk-d{Olm|+uesI
z<)jw8{z+=vUPC{T-}(E8@LOMPq7$?A6XncZ&5d)biv-1BSxN`I`s`g1ksNv6j<VM!
zG*0J8b8g;+=<hu}w{az#XAYG9l!)lq>+h%XZ=T+G{7DF3cn0!hip{9MJ)pp({YULR
zf|NNi^;2SCsbTUOl%x+_QdG023Is3f23%GuPe}v0)!tr}26HaRhi+^DP%{6;i^$h{
z@dGi50FfCH>fUa(gAzAB)n69rwGJ?tM>Ow}<l}bV#J>Nm_5pOn)ZW0Nk^|^^{<;hq
zHU+g+2ZCFI{DP&aheqN>bCEj`OP|NW{<K6z?~gCM!)s>mHNQFGMYav}jLl2tzMuIw
zn}wZnv!wdf%m~ccl~^!MJ?Y>Br%|&*Qrnw>M*SkaQvl^m-Z91tT6+aY<KrZ))uur~
z3<QF<fMiJUMJ%bUNLU*po#!W8wIvQu-x$o~c-ClDiCt1vb+DLRAV}@uW-;~pcE2OO
zL1%)M(BWJ7C89^XT=+%Rp<B=BQC*cIjy6%%4yxLg!g1uv#XlJ!h2&SD`he_9<HFce
zUGhp?jNVTj-0b*`Rv^E+`CX1JC^BH%E~u?t+vyyB8)ae*)^ikV!1Y4G3gtSVUqCG=
zEpprxOI!~{v_Daot&~>{3dLJYg>{cjab@M1ZHE>5ET4~zsA-5|yBt^JkLJ5jU4MxP
zAd-(~ccb`Gd3y(^B`@=h&OpW)O=rQ;5qm!R2J~zV7rZ#+hY_8iC8RjMStFJ<wWo3+
zBP$sKgftnfI;^yyqy@e7w26!8sBPp@d)0_{6=^nLOM`isn3v>l%^EZIV{!F!D|rLN
z<1aALVOSDKssJS5t(AN<?+UB?H{#BUBANgK`6v1ECrKC}(iq2{$3ClMevoTP<n$Xo
zQsKyI4c7}Up133bvv=UQk@v?f`cQ^1KaAX89-YfRtL)ZQ`=U*3yQg}c8mWxv9SzO2
zSi4}1#$k12n@d+hXk6t<)cV9PAHp)KPIfd~#q-zrOa`=o0-F<@j)Zi9K*}p#c@mxq
z5@W8tz;Jve+VuytC~%Vr0*YZWn5w?X$_uc~;hedP4Bp-CUM(gq)gq8pheoXh)rEQ;
z%g!H#8g8if8R{^s1PeBL*Vt_!^4&wkJJ&vq+Lkf#si#I8-j%RZX;tFIO3D)3Xm3qw
zJG;>{N0$UC;E!|P_hH%FJ?XF!kx1Eg*EiOWMqKZ>dl_NwGas<H-^;l``csV+bz?w?
zIP2t>k~SBgXDtlB{tRAm4VI_GijB(zrh&1K$dWkeEXUMb0c35Lxc~gh)Hx$}Y@Jkn
zXu)g<eWJD_L-`To)(}TEn*=qxA=#pVNk`6BhdrxCfJ5(y*@B_w<8q}m69j_eHQz3=
zCCXI{4;lDu0Nc1Z=viCM29sM^agXzzyOM;Znp{Rm&&pLQmCd0^4z7Y#4%t76o`sW_
zDq*te!4Qe4tz`=Ej+?9(;bqGWbst>}-8Uqi7Da)Tl$pd%pj$#_G8t!$slTWvrwhq|
zdsZomdv~TI>RO#vb7|*>_+;;TD8r<SaULO+0m}(EW0bVOr1d+(^%$K>GrxTJWVtx3
zqo^vX8zT^hsvPo+&l1s`N*)v!?VY_AuXCB|Wdh84rSJrJO_yj|*lcFBxnV9$IykbQ
zSjlDI!(m^L>3KOD#pya6?P9!I1E>&o2pC`}e6?HNLWz*rFWakXGY$G{MVUID{hJFg
z5>sQ5&{73)x1phM$yJhLIkY;ewI4G`DX}4X<^w1yydUEu6FCM?dgfxR0I|<JVk*A1
z3~1D54Tl@<ZU+@jkkI$Bh!{8+_3M{i<v={9b1+_PI&;^s?B5Fv3v+>CrFJ!JpbF+H
z7+Ha;BUp6X`-~lhP038wIu%C@e7U7$GufB6M4nGTk{9Rgp7=5idG#<WaeNVbrVxI`
z_RHCf(m6CR%ZiJV@@|}IgTPyccmN7Pi>U5=M693^+W)jVUkXaFEaU6R#_#Jur4G4F
zd1Fu%n_YTk%Xv)(hIj-gN$F+1+5IX<su^H(<|3?KYfddkW=3>jqWacLzpeld(jVUC
zk1{EroSXyYg_h`TgGccLIU!~qn<l2Ni}7%3gfC!3YXVgCB_h`0%E`Xl_jZY84sRf`
zlk5)d9YiJj!grpPjm;Krbl1jiPr>dZJ|^OS7;7%B+G)@ox`1=yOxxfxNLS{P!yzNA
zz8hJofx1Oqh(a+-o23x04P`Bgx2UreN+2Gm{cGmMFPKTYM`t_S-n>5GW5_WOQEk#@
z&sVB+$wiVUFN4f=W;&-49a<D@WeWXz*{{1haM*2xgIdepGe~U*`g!jjY8rDk(XqE+
zc!<eV*ajm>tY{}9In7V?$ts(VxV$U$LA|>rxAfY|{7EV%qf#8!<|L+be;~rMRuBs*
zSYA;%IdE7+1zPO_qO8@b7aHBCTGV3$OO5C{9ssQ>x>(W-xnq3A4li9j$GDvQvJjeF
z_;XWs8udbX1=#7crc1xGuxn4|qJ+YhNu@@bAXfJJzTjFh(-PwKvqTfBwov}{TF`nu
zV7@afe&fSOBfWvQ?QW`G>))N>jye*iqMr39>$fZ#H}m&1wAv|#4aqG+&v6vEdEx^x
zo|p0t(2bCX1$B?Td$7J1T>!X%j}T(B&?U>WYKDS)J0PTCwvzo$OE#N?#qRM3N@gb-
zAc=wyl6dx2sZk^0H*KRU-NLw3A*!^$QP0fGr)x3FWJBE$%9AVtEoanELDk?h6yrZ7
zX4R(}8k3Bfp1AuC#z;L?bulT2VsibkGuiJseM|uq$L%N~jsG6iaZe9K<0iW<?xC`Z
zx`nq>5#4(OKGtufJgcXmRRg2??&&ZjU(nUjqrNmACeF!b#4V0X*+p_7;Ni-GhW7`;
z(QHvRW1T(#ZSTxl?ANF%GMu!{N$r1WA}41K$YLPLBWS!cpssA=_TYiu5NdJZwq^yn
zsIoQ#kdJ{{dL&%6lU#&xm=krccDN+PFRu*V*QKJg0+5(yfpxO}j*uln2yH*Id1uXz
zb3bpq1Le9oYJj3`zQ@4=bV^w5RM%Ff1_a7og?&1|F?^cdhv2a9sgkd+x1i}tAa<(a
z!h-KECk!m?6G4IVs(@byD;**>`y30BPFz93(y~wfH2b)6qe4^NZpnEVXdFnNjG44B
z*QTa@Vv<>@T>cI|oAPp5>yS>(N>sKwwMr39(ia^tSRv3jmvk!y@d*hdios48h579&
zy)4=Ky8|ncF@Oj{5lB{#`RwHYG9}3GN1?8PPhYue75Gdk(zEu#*?KXd)uA=<*ySn(
z!OsObIUpW>+%|C4Xk#vrk-xNH{uF8LLs;6<Nd;~DKC~ujXfx`fx!j#kfo@k}S=Z5T
z;u+V?vK&iN7Mm0|i1e~^Q?{H_i&9Rmi8vAiN0OKItBXnD^Ejys-?mo-16jJ@(O7tN
zw^u(2m0!QtnB-zSH5Qk)<hJxy2+}hU;08q=;6)z=JF}%lRchgn%$-SREh~oK5G0bQ
z&T}g?<rAHp+4*m7n#y?AC&oDgnh9Wc*<Cg6Tzb~(U>a;+cRJ5Wjx<IQz#i2DiJ@rC
zQ|Z986oAC{O<}b--`PtQj;QH#VfQUZJa*0=C|?QL*_mpLlHF=_-Hn54)=a`&E9GxI
zbG0o1GL$@zI-{*eHF}Bw$lVpL4A8qnl#kCDepOz1zHTQ^Lng&KIB@`kqnd3trc-6}
z31^M-Z0R}oZSxBW-OjkcYBq}yj`RH5!M2jRv$NeACA$2--}6V%_Sd-CzA{>915x?_
zY1mt3Pl4-NzU%3NEFaSria;?+uo5K~+GG4YS02sA$6Mfh0gaj{E4)zNIZ=)Zo1GtW
z>+<bvt}L`D9P6CQo0oKYjeKC{=~=-uQgDqXI+=fg1O=!upVu!v-y3|{v2s9v#9QSZ
z^c}#lloL!tC1BS!KN@+(6IwI<%%#o3{A%x<=X|2HBkA-elnUVJ%Si%>VzX~Sawgnp
zs;3{bH8?xcB{MhaD%()A1sa9e6a%(+AekAc40oaUrQFGOI0-N<#2p7Y1Wi0*0Wg0(
z+H@^<QsxttP2v9fulQxJ88UYH>sA&B4989eHB~}%r4Jj!T^lqL?%<6E_oioI^=5e^
zq*?qf&GRqMhN8X{h{WhO=#Bx!*72eH<Y_oie>j?!1i@UG@!BV#$VFXwZ`^ok+obLH
zCe}=gM$qK!Ly_~?I#lU*G&eh&Sj|=o8nv3I1_fQgIs3mwj&(R8TE$u(4?z{2(AXRV
z2_vsx%}&T2LEabu*)`V{Jt=&D&|P;#!!|RGJIGXgO}E1{e8bEC{+BIpx~@_R@k`m{
znUse~btaXvO97k>Q%IcFjbSD~dr}6rA@9UGvL_+ysQ%4UG^jdzwTn<&17z^=F)l7k
z2*%zsv5?i!6~D8tRV3qnR*A!Rbd5=WI$UJyQn5p7w<2bGm&Z|b6?S19g;gg&s5@SI
zxVw}~A{HzGsnYu8q^x&9_z4SS=jZ5h`vdY2D-e~M+JstoetvnUw`Otm66I6K7<Q8J
zulUEj%&c995`&bVKdj)iSy+F?%FJA#t5choyjQP)RqMJMA(s_zq_kh_Eq}QO;WcY<
z_UM5iW=6%T@M2~cYd^o~o{my!??>(p-cN>$^v$d$r56*d#o3<^#absNER>KhDfCcA
ziUOmAKs@@l13jvIovo&|5~|J|RkHPr^kOLoG?Kpx(dcd{nNCONY(KjWgV$Q~;zYQ~
ztBQx0x>wsO9Na59<F0CFNax*w@>(jFc4^ceDyk_9M?u;`N1sIPH=g|Ji0vs46xOr4
z6-QQ4Eh<b=brLkr3)YnCK}J-Gd)d6o#2Nxt2M>yj*AteLGSQUXDVY@B1eon-$@q>;
zwe6xXGY^+4vz-n8Azxa2ZhpTt9Jo>ncdC9qwJ0ASTh7fMomck%YioVEt0w~(N9cK>
zvHC75E;aLF76_JWdreIRyfre(r&Jyr8k#UcEl|0Ui24zYR}M#P<0Dh1d|m4c<(4HA
z#3oofw&v|{@4ywu5ALR!!KF4-;ygYZVMY{dm@5*v6%iBqEUA5cRPCtj@}-Q7U*VdF
zBOG`0F9_V$)gHJHKg?5M`#y#2$C0ZkKawuLH8GMo#?4sX(SaZL?!>WvQbP_oxQZ=S
zu)4sjs{uP|w9t9qa#w^qc=Ygl4+2arEo=VeF7NlJ-tq5!R2Hk@|LCsqfX(l;isZ`B
z%LEGQ(gk#h6&@SfJ<tHl%-J!>WjEi>S|PZOTmlP(=(Yj7GMbr_(+6$h!{Mgpk?CR8
z;H8<dPskf1&+fE*)Qn5es9PGoZ7TOu5~p>%X*%UXoSZf26tJplXZQM|x{Q9GA^D6q
zcCVQDFPht``;69$I5CR|@cJ{chf8hilmVCBg?dB5WyRYe&Xik$J_%a>=@HS<f`MsJ
z<A>kFpX>B#+uXdY&&)v=Htg8(7eSNaBRm25`J%teM?aVJbg;s!jHPiRqe?|j8P`b(
z(R|HTxY)3EJZ(S#C=5EfAVh5(=x}?y)V)5fxzu9gyj;t((`x$(gyqchbfxY~tFWQ9
zAkuQco0=~&EkmRY_I-5GlU7-rAJ#)D6!zsG=C}9-1-IqdTZWfAPqu}Y2G$kQB<76f
z9ft3JF|zo`ixB;}su-DYEH>JEhE2BjVV{WKjl32a@Fl_J0sCHy`E<I3a2ln~<P*(T
z?dQEUgDqR8Xx^q=U#k%9u7f^x4J96^4%V$@EKQ#(A%X4D))vxo1Sd`<oX4BCAQ%P9
zcyBB_DaF}-YMb{$bEbKiq$=CyFBRD<%P>ppEW{6oeUb0qKY$zM^)jt^%-P3r^u%mb
z5quNJKE65YE5)I0Ss51jNu;9LtHvjPLT($4>YyUbu_D-6pIIilL+#HOtf_?y3`?Xb
z;b4mM>}<<7Es<ub7aP_&PlTH@0on7>sJ>RmI)Na4d9iP?rBzFe@aM08_NX!J_2ESw
zy}7$#&ju<DoP-m>5-bd*>xFrS(qB8s^S;MH7oM)>t1!@y^=_nkwG6m#aL~ji!2-_R
z|H8~=XUEQH5UoOr11jb7UMG@FwK<NbqPCC^FM@S0OuJDoDxGj!wPcN>lJ?6Z!KUNS
zjic;KdvHsuU(3Y2*CgOm-G*`E50g9Rwe8`03jLw6sj`}3()SajX$yCEw*uV!8(@6V
z(S^UMTZEYf+nQ2kTK2)zcoxj8p08TXdjyi68n$#QKPhyd%JV0>8q+NEMCcypWDjN;
z&p%OoCM>B3{t=NMii_Rra8xBfa1MM5X_ZNp3koepi1j8`FLGz_r>oJt8%j)Gf-$J}
zB<5c+m7e=x!BO3cYNFr}3_V%%*XyvD_YQ-;YKpdDGT*7cr(g=?#q}%}=005W%1aJ5
zP5V-t%F9)6Fm!nF&18u?*L=l&q840gT*PVdApGDwyd2xj#Z{})re}|zAT^|pyt&-%
zY0YH|*Hf9H52G2KqxOpSxwJPMf6H&!f@Y|==^|Xbtj~|A7&hKhKv>AHcVCEPpkt1C
zD&z)pz8NsQbHAWda_eU{2d?f7(Y4N7s$ip(aEiHToi?9BGT%9O`2spo;(k>Ttyb$(
zg}vCH;EZlHDYbB|-$aj)`k81Z(~bC;KUSl9Hq0|#qDzFk&;D}JJ=#;ZJr2|Y6QXNE
zWw@c!Ky}d~2NUwhLRw0_s^?1nR@*DL0)U?Q+YT3c{?fIhX2+d@R;)VoaQEGjuJrtN
zWYXA**@?Q7?Qr6q!=CK}wE>|Q${t)$ro^OnVrKdzDwa05kRwW2{DK#nffFO6W^GEX
zWo@7H^fLKsF+6z`(jq)by;}pIp348Mt!+-`dG1$QoDAG23)V4r^hZ{6FTR1rTseTg
z=OG_Eywn`9W2Bp#=8e?bK=*0MyA?N=b_=CCga8??c%+mA&Z&`@W@<#smvA{{6yZIS
zd4BwymttOhpPgv1uIJ_E(vqq16O7$6Q$i%lJQ}f7;Hp#a69)2GY1}6lUjHzp3xY|E
zc*G@oO`aDM7gydih`{dM!PV%q6&RM)5f&fgcI_n)s+)RR4-(N4x)lc2x}0hymzh1;
zTLlPdSBj4hJWdS~uPz5Kj$*@+A|ZiEeQdt?d09J1iF(^TH)|m9oM)<xIGUrcB2BIq
z5g|V3GQDYAR?(s501wwsVQGe1`p~8B(muMLTGY(%RR^cM+j8DRIk?FfYpIz6*oEv2
zdba)VcY1=cZ|=^2s)-4;xLKTZ->JeOUFi1a;?oHXx#|7+tL{98to>hZ_s#y+{GK|Y
zmXL1ybC(OR9bb5QEnv@!u7%B0Mw0R+V7xPzT0%aQm$MA{eiBAbby!cMUo9^G$k&`e
z!qr<|OKyA|Qxs~f=nuO$^!Y?iY2W>+^415C>iYO1kd8TbW(Ik*F1^U?iLK%1FiYM0
z>=bZD?ZxBoX*<~2*w_(d^d#;-|A*oUolejGT9ms^sFIWrbIeg=uz=k1(_1rBvR$b`
zL|3U(dK+49@uz@6dgK((y5zg?`1fJ#u6KJy&A#8%zbvgYSf-5+L+FO8ITu!-4NtER
z5ZEZ2a?SABl<1`ecjG(CaD{RP+k#MKDIwtVMO#4(^($?|Ym99o=FJsAsPi!xGd@0X
zoQVJ1UTO5E&x)=FLf3;@bc9Xe*JF5s*JFybot=x_m!!bO9cAGe)A_-jx*~>y1wyxv
ztUOgR*8`=dZq<hTlt)g>CIO}9OUV;(>|Uch5t_q||8HEDvbjcvX^AJ>>RW9K4m)i{
ze*aR2u8v)&CIwPoN}K5`O~{!d=eje`D?P8<@JNCluh`818ydGZW9enPayX=R(sD@N
z_bnr}uN#@~-^aw+u;Z=&F5dz-ev&%WB12o?V3@3`UqPsA35Cad^EvPwM(&}bKjWfm
zew2OT>C4UBqM4OZrzQpo?+s_UU_`+ee-BsCzoFcYzy$yP{MmWm%ih}tNfIUoA;3|F
zhC-=y_7!vE*4*0AzF^+Do#C=aM7zt(D?eVz(aO&33;)O@4Wsmn$dJAP!;#!vYQ3jm
zqpHZoDDUbZk!7MOzaMj}&6$R1*>_A}*Ld(qL)IdH%Qvu7b}^{9-Ew|n1&)hT6^t^a
zKAB}}HMm;Vm(Grr(Q4tkmz-zrVJz{%Gu2UYY(K8#;f(<i?I$NmM&Q}}#}%LoX4Nkx
zTklRbS0uIxeKWW(psKFk(b~}gs0h7S<DC4W)IJ3?=uxD=otsAmof)d(v}k2=_zu+q
zu7UTc>B5ql{Sv9q`bZ-N#fj@1E<=yMe|r$y#@4d=7d=b2*U3IibUP-x)9YlHmq2<5
zVXtxYe~d(N`&5ArQNP=sd*A{hpg;}yzuUj2nbl*;?@GJP5~j7b-c0`G{vEVMdS_YI
zhg{3xrF^*NO`cN?##4(mFcTQ<$iyf+c$|6SM0w#}W9)H58cNS1Ai446yKyr!>f<{@
z4R@*q>2AL4u)_5YbmAkFM{r!eeu>?eS$faKF3pc9CS4w4UN~;-So?dY=={4TrYsSa
zX+&y__q%-Sl6*ppJWKCh;+gn3Kq)?sm#YW;Z6b*nqUYS01LI-)6Z)p6Y5nM}k-$cH
zE2ms?5V7nlkrMaQpqj`5oZ{1~n2WEe+05!A4!t>wOl0PtD{~p8iAoi7ZNshB`%Kxs
zp7LEP`}BHg7<OLlm#`D1tz$sU;j@Be2JbB~<4Z5fz<1Np`91X}0c*swzhy;v#n1D7
z{sDBjjxq3}_ZFL9$tVr5R}K*LSBP-T?}GeqK~hrG(gC#IrUQFH@ZmNAnjLOsh=MCq
zGng#<5hMR#N56Q(@YV8OW7RW~$p&hA5xEzS_~{?X)DeF>8(!B)ydWl~#5CespX)}l
z`Bm;7GLhUU?h8d8xU8ducXfwFH!0EOKY}|l&%ZE5Fj(;wzxb>0s&S3a%=T4dI)&AU
z56B?5nZdlH>~5#q6aoap)knq{d#sa`Rz}zdJ^n}pUBMI*p5}J>u>Br{MpnebvKN*@
zeh137zwi~S+oMn+rJgb*4ojx_ox{A~5<0r3z`e$wUt=)0EUh!>%L^*+8Mef!ZZteq
z3UKgXnVhiec8KN|BV?M(t>m`muEd4n?VyG8S4r7z$fFMS$i?*<2pFD3LA|ZG!?(8<
zXqd&s1724BcbBCy<H?d*W7HcB9#wRYzofFBk)7U;6AAz0>U-u*{?z4<zhhbUPJHeQ
zj!<yLyiy~kC^K_1n=`(t@AKoi#`8-}?>~uAL$G4snVj-4m|-LjH@WIHVh>%nGi}vX
zl$_EGI2Wqt1q9T=<o?3|`W#Zg>aEk8;&6B4?xo<nc!ET(12Zk6`BTLtIFPSGuNr+m
zoQ2C#koS9Wudg>MHY!)%d_^r}+C8GvW86}3YnvYT?#8X}fRPcz165e4TwUpO=O~`(
z9WG_Yxk`1F-0bS@&5wxq`Q*km=G?ol?Pg)~KWjn=A6UlrdaS(ATw0G8Sgs^T=eTB>
z;G9!0-eY4j>Ns6EM!-u@o<(My(YePFwU*y2?Df;%5=gXJ%hQQC-rf=$_CF^l6MZ&)
zOOY?Pf>zfuFRtf$5g{@+@ks;UmqqI#RJJp&O|j;yu=X0wD)TvxL(v_6Lm2<!Stt?m
z=-lNDEa3MTR-UyeqvY9IE(TAfH3Keokb{!a8hka`ZGBaq8p1K6C2}EMggX)DWy1^J
zCvg7ZqVZ6~$D^R$c6TtxtjzXjySR63TY4|tOd2o>IncC_FyC_=`1FPmQTmj(LTf-D
z`3~<Z=pV^F72Pwqs;@tCDc+bGQAbS>{IaiZZqQZUDb*P=iVCTV`uE#VIzgF&#_oC9
zc{_eJ>-@zPw764UZuJHZY7ZQ33Z)8)tV}!;3u8(YgfAP~!Zo^#wC^J-xH3SUMB{}H
zh-=Jj8af+ReyMa>?>4odSNv_s&0;6>y8iNSpo~zpUH2B%@HVyR5wT?PSi^=v<k-u5
z9~ihr@Dif7n{|Gq2eQ%>%`g*txQ0%(5c5*)-L8=rkPp5!XMuY6u<Es|^$t~FH>lpf
zek`G2G)6u}$*{n?I)4fZhGK%f&ld9LiJZ8_B-p(q)rMM}*!Q#_`_FeStZn(yO88rj
zW=KkCeUScnsG<!^EOPpg(I5lA2@3v>Nk`Rfte)IKIY(%qIb6Bi&F7`ud0L&1#rX1a
zrW#(mMegR6?_ziI$&tTvDm@hDa;GI67|wl%ZA~wfzB}bw!X-0oZCF4!^&@^rPLHt#
zzmHfg$)QaX-WU*Po?G<nJUwGV=ifNwMkQl@QDOngqKuax?-=&|fGq{)o;z_FC}p+i
zNJ{Z1xY8rvy!dOILsfq(ja4nJ2le97x;aCdB$!lvJW|21An(37UW5(WdP`vF6-s*z
z%rfQ<eCI1c)%wu(D4`2~8Rm(wZFn-RUe2pHqxd8{&p~Hkuzjm7k@SY%Ys)>~1Oal?
z%uF1*+Ll-@??$+vMd5P&7gGxp<rg-FHNJt2^R_<f$$8ntvSMP1RX7LYVuiuHnG98G
zQfe*^r*G&`{Gw_#N&7WZPtDjZyU*s62*TuS+|`*o85!v@p%=(4SNqTwnH<F$J=@E}
zUkX-SOZXcd)FD4g<+6Adjw}iT8vZ#}*TRZiodx<)9IKSu_Nc4hLYwHDZ(YM_y?tJY
zaf?daU}$KdOSNw4ti#yOP%$eK@;GwV$@tJ`+>!}BePcVBYc$i`50?+GrrAylUR(b0
z2?Xkqj_|{Ke|E$<tPhPVdHqNUCR8*!!Wn<`0<WDq{B5U8X$n^Gy#YRq<lrgJD~!t_
znQaUr-|TCBWTBov?mbui?#$KnB7hAspY-$gtiGpxPt@fz==ntVS5c`;(p)voL3Uvk
z5as`fBAr}&9Ig7-j3J!Xe*TW~p77!HXnFkFmUj*|<p97OKMESGMp7te#2)>01~&=f
zo*UWcKkZ`5juj)RAT{e&xt3)y@#{&CgUFYH{NrBUGF>FS$nDq9i@s%^y(w;(3BBDr
z#?8WBX9Efdg6h1f5wWqmRffkZDb%Z`-fbMR9wTcky<bvj4F*NN$}C#<5sm)<Hix?2
z)nTSJ-_uhwYlge}=iLEBB}uHQDzoZ1l_Bd*MXsT)RXDq5kX68h9-#Vy-iyw6MCKM2
zUV|M_@tEze&{9$Yl)t}c%b;YsSdn3034X&98Ks}2d>vpjZ})=<M#jh6{;mm>TpD@_
zqo8a6CdhoYk8Hc^SdS-~q9!9^*L|gFkzhu<h0mjB1q6m52<n{O@Q6OSgjcQ$ib}9^
zusbc+4<(vb-2nb1;LF_m+h%8?KO$N7XJ=p0yq0;CFvKK;&q{K-3Zr+v43HB<;dIeA
zT4Iqmr%C#hwa|O$lraPy0<Z{2C@7Ngn0S0Aa!3vWpHw7)*FN-QOjvYw!4FV7d0sHW
zT*_Ui%ziT+p}ER&;KelK+j0T)#%=44DwvUC2|o9WLS>J9SoXV&jGJ*bKU;5O6O;pT
zKeZPp&oO9p!=9}px-5z)X%+Fi*wmHRy9|5@?-e|sSY*SwJ#@#xW8pvfJ<$|s*u0LF
z7rWswU<Im{nV;xlOlSM8a*|C8$(K|SOI^p+lgb7`*;9(CFMHkU_#s)5t@A#sN%QJ0
z*FRA8VzL_K#7y|mET(dktPXqwfDp-iti*_gJ+GRM``Cx|Ma2r=PeKlTO-K6_(*J0e
z-R57r`}i{jaXqmWEd?f*%%%3w-zGc90W{5d`ForFPl@M`tJFQ|*dbHchI@j!0DcXa
zPmQO}^n*_iN+xIsNdmtt9kYIG$YX=bPl?OgxOn8=?Zf)WFL}JfCYd5r(J`U#@CO+$
z5yM$Ca&sK6zz$sh+NnW$BX61;ZEl>RH1CT568Ql*s71;j(&_!&6X$B@=Rus}x4UeI
zg8y<)EcnJG3|eNYcx-9RrD)3a{adNo82DyMhd`156XL1!sW@u)J{I7_#b*Oo|K<XO
z-&9mgyQf_}%L$%X;c+g97^O=H^aHx7rHU=|avxNY-TG)9_j8@z&dx0^6dXWi6a*sD
zjarS=dqL3Sp&C<G0_I0t>>0Unj}Q*GR8YhB;#X^3zh1Szj~6H#x<H0NKeB67JYeu!
zre{%NbE0j!y+`aiH-*9B-7A@GTyM7Bra~Z!QAi~0y|ootAjuD=9^Y|TU=0<)F5Le@
zNB0gjodS!DjxGSN&J_pZW+Ur`ylYDq`u7;pJv1Vt`C&a5MgT7QDz5+5#Q3A%CD`1Z
z`DT@-&9b0#QotqY>^jr=P*_UE1S{srm%Rkhp8*D7EvkP@8EE*g>gF8<?e6oAew4K6
zdS+i7a^4f3;irjn?z(;LWI@;Tb&xRGqq>it1@Z0mJpx`FG`Qr>$jqG9WMU+~)-_%l
zY_|kp^`2gP@sRr3q`A69`yse*qE*8}HCaWW7g#%hLpm%>@JAg*wGVhCThRGWSGf)v
zdOf1lxWE%2^(iPIoj?M;dv^!-%Z#k7+!BC5AK}h%_zfokK~fbJ73C9qF)#;Nzx~$#
z<QDELIO@GLgIzO#xs;-YxvUXW!#=y3@#fK@OrRI5oF(ld6B2fdKp!j=U7#XIo&_%r
zCJ7T#o`hQr=H)oy=>^opveSE!ESr!1k*?>BR%PVx-kl_(OJJt#q7%;fEw>j(&-J1^
zTp6a38^~qBvI-xd7T)>ml?}9f83$JUYinB@F*b{<P+}6u1=us*#K*;Y`MscS?a$O2
z1Dk~090Y-)-NRFHbRv?XrSeKJH7zsKOv(Y2;6qn2TZ2}zIc9<P9>(YQ+`9+ioG9O<
zPsqvhMbjIzk-uklU^mI&Xop~rh=f{Sa&OnIwz||UOy1sF7Cui9Y6u}q9(vZdvwmAq
zQ}#BWIB2i3`mJ$Kvr%cPj#$M}V0&)5kI3B(UusO7Kc(^X=DYBRxMlsLUEqajDe-e2
zii^YBJ-}tZ2!Nh@ZVYrK-zD@{NbUM^x(=pkAQ{v|ad&YSG&KTEKmM6mYLkq^u#qMF
z;9I=7eSuEc(<ear^PD*o9~t$<fd*anv}`T#HY@8dC(<ML0V!VU9K%5ypb_o**113n
z7U1Vfnn5(m$J*Ms<iWu^&`CdJ=vt;tlPSI{?XF8*;A^;d%L~-l9@>|s9k=yeA2ZW#
zp{^Vd_$PqIiF6&VG;_~A%rJvl+^!slz@_U?B{#b?ye!u(`G<5;5PlnRZn~g9=>D4@
zK8X;ha8fkExBfLiEP%j8Mn$EHkP=gQcQ#X?Il?Dn9M^xfUHw<$<XBiI5o&#o0Mtoe
z`J@quaVrNR&ZDKRT_pbR_JQ<BMtU#kCU)eMOV2T{@3{=fzA`7fZEM8uSzg+${2m0E
zE&<*^2B29MY=LG8sVD2g{06UMK+8Pv*r)1tn!S!nQn)7`Ezlwiu02*LiORpEtM2fO
ze97iT-mS#^6QP1V9b;2DP^N~1CkT&c*>Y>Q#h}`AK#S9AFYg5ja8wE=&G->O__Xd(
z4aKQOQ|rHUUDN^u={^?*ST7TEbuIhR0H?g9aO1X`8kj~|T>P5C-(nb~M33sgO+sBX
z{nLrP`22Dm$7i>YqT;`v0I33PU;zqaX_*OD;MCRRDix<8_??D$nv?9}M{7{s0kF&?
zzs0Ywrc%Suu=egDx*&PuN-1PB>KbZ`kTspU7$yRvf3Wg7z74sYeBw@vKT}#@l+F5w
ziA;;+$d_iw51q2qL#7gLg%tKUNN-C0_$dTslIqvdCK7MFO?7KP5zyWnKLBD<mri`&
zu-6EL#@upm8mRW_zBZt`2<#yx`-ab=1JuU)&k%l%nWP35K*_T3C>&o#uRTyLuXN_~
z^xed15s+#*G>GX*fafbK0~f`@ixt`RqvX?aQ+Q<D60zm?#P<IqeO04iA>8$ROf%V?
zlJev=IP*`eb3TGIHrY?CJ5YLr^bgFsfD_8}Ke|)z43c;ZWB>K9Gd@&%0{-XX&DHdb
zjOk9}&MuVxHbAGZ8gpGXv<7CI<+kM>ZckWuO>ob(d&?90mXNN@8TmG}{EhcNNlTCJ
z5}#1FnSKNizH+qQjMjDU!UUxyQ86(ASy{sGjGFT!pfLF}Kc6%M@Bk&Ll8Ll25=BAl
zkLYTb;gCE4CNKWoe&Hw^h$Me>$d8y7D0A&72+Li&r!@2n9LfFd2IV(M=64^$4{n~4
zEx(DIx(q6=A3W~IG7^sJC#2>%dg^Yh5P%21-?jbSi(PbaXJo{-iECI7QX4A%=Jki|
zVWByD9HxQ^XqL&n3ij2mGYYaxU!?&8@K;XyIJ3|C$p4@LA9{Y>MhV-1wmRWK@8!-y
zdwAVwaf@*oUS38%6{NN1P`X4jerbm*9KujuRO*ZXT?-niDD?hq-2&Krfq;#zMMsg7
z=6&*}wq;DJt7Cz++Uq8@VmpTBUnci8BUx5O{wrXIo`sJw5qsG+NRbi^xpf2-xc=iK
zt8_BciG$>sYhH+PF<~l|FaZQiuKKkdn37<9I#;mO5UH9C>lNxLP_=ydBb0++_JK)H
zPLGGrd3k>)L3_u`%d1WBUUTP#W&*}%{`d|n_};hW;=o__zFrS<&FA<wV|P={DpZNN
zo(DtHF+jkG7tfoP6|(1-N3b0Aq#V^Hfn|nVlascPg`@j?TuzJ)#B3ilvV7&&xByy-
zw|GwvcH)rNLPF&FvJ`09rr`gd2>6cj^-~-pSt=(SWz`z00r4S5{LTs*1QcgKZa!>G
zp}6X#0Iy3B=6**aWUT{RweXinOPPmw%!0}s16@!(LYb-SXWMpe8U2c$7tqL(3OC4l
z5k-RXIyu?w5)Yt90z)C+Ha<QF#1VLL2^^Azo18yll(V=&1I0M1={eQA31+|&$jn4v
zk3Efd2Rs$K*O@!(GDBiCp9Beq(BY~DeY>Rh4!fEAy!05LD(RTjdT?vhV|3hT0ztyA
z-N_uMrOaYC(_sxlmqT{;cEqL$1nPmjP-6(&|H#}GvMW-5=-M2IsV6Qkw;!~4VLX1f
zW>ehDt^Y0nIH|8iifpLjfxD58nWa@GnG~IrZ*Bd=9)9@k<Mo6=5Q0bj$4O2FVaD$W
zApG7x)CW}_u@~O0(9HK2R`=!LK~u9+K_|rHmwvvzhMX%2v>V0imuI+uyb!pgph<uN
zemKU(CxBcu-KaKU?hL3L7dRuebo1!xCm+a?LB$8uNYgVX7`2V~g-1TW|HsNP-%_Rt
zb)~<WqU0J|<)ykLktJ2`o)?lbqXABoaSN6N@&|xM18z!q!N!qxfvZSg>42Z`!KNI)
z9Zn+*^1lU8KpP?eW8eQ+O&-D$`wf8H|J|BLZA5;U$>+c#Zb|nelp^*{Nv(z__EE$r
z{TS%}%vX)>f;kLA!WN_(FRo9KAYpsv=VX-ScMO61$b3M!q4J*oRw)RX5B2<y`|-w$
z&7G)7`;e9Alu!Vx0SM)@{e-R26-aBWTd7w&!sJ1FT9Bp(8kyriT!-Vg|3BBkLkllv
z9$)$EjL`k3K$iA|s~hoG4njxp&>#ghfbzg<01eN$H96(8)HsSm4wvg!JhZ4LOM)xT
zerH929};|gCKG$<f@G7522%$vwv%vv9I5BMP{2HC6}xPSqgvav=)Ku-TFg)X-2|&<
zS!r9!yf9v@!AE_-4ODE?{{`3rO725mnL_MdPj7|9=Ir>^_wDM|lj}?5%>KB81%@?4
zKoU~MCoJ2(Xa9#w^F6sqW(#B=m{I?79b#X8vHHVxcvnGnzxOcstts+}u=>ujCuWH(
zvGkD=vTKj_hd_~}e-a)qdP!OudZ`DU(dtx9-f~u!JRStiI?<h=WcYf-9rIOlQ@`u4
zz-Dy+&t|lHxy>irz8C62Rbq7wt3N^L$B7Nj^yoy+oam|iE=An1_Ib9JeRTe(u0Gi8
zi`(pa2z-L)E<LLBRGen@q0?Xuq47{%i}b`nC=Up@3Or*V7pW2rIf0LQa8(n#(bgz%
zZBroEHn?jmm3Gz()!vMmYkm<&>pKIgVu6SFTPWoF>S}KNiArW@n`&)KSXw>d4R0WD
zm{OM?m9&*;#-r!;k`hgU9us);Pq1}Jay;1$z&al>zJn$X-w(3hybB`NO!ayd<rV&}
zuLv_ea^~S(@(GXX0n-`ykD$GEJ0Fbz`{a3dgCCPm>3>Co$uQP7cj8lfK=!~cf;J00
zx^UakPf)`yy8S6GG`Wd^GN4vJNPmC3cWW!^LEIJEz7Df(;CX`!_M|~T`zSA?a>1`(
zP&cy}fbXL~;Gv^sSkQ8jN$*S&B~fP^v&yiw{-GXnc>WHFzaM=0Tn8L!P4()V5@AVM
z>c;$#8(Z_ZODj%%?cC7f=(!FrfP+En#iRO9TG{0U7xT$F#`#n+1ZZ>zJtH)JHdz5k
zf{rKQpIBqpBLJoYsORJG+T^<7?b$0^-{;jt7vC4{`lp8u2|^Q)2T_w{r8bc4D|sMB
zlnC)LRbCP5>W#;Ou7FyQJE)Z8o5irP3<8}8SN>sSol8dqnELsS>tigNo;dJ<qd@;x
zVR5jju$=4-X*a;~buRjy4gf7P$4kp_VoTxmUJDt!j?GyB)ZlgEL0%SMWzZ9X0f=EG
zz*GSA=&jDbVZ|c=w(QpQ(=qe9>CS1ltVjVF4_KPPYcM#$G6PTgrcTKl*@6ZVbpGal
zOyp}WHG8mMV9`n_6faYEDli3xuR0}XALE?wH$KfkAXokh<P(g<!fx+}Ob75oF<xI)
z?cOImfHR&;E^Z4`LQ4!TU=lr6AF{Ge0$^sp6-dD?R>+gA1uCaYsa6!4`_{b{PF)-L
z$)=fbwe{SRl0M{{QxiICg?0SXT|^|a>OH$$^{hm%7~qfI$G=rux9bgJ6CKz0S@W0V
zJ`yU6j@K(#zs~#NaWSaE{WByIq$hKqfTn4)4<$fMc}9K)nT=5Ponn^N$kL9D9dy}s
z7OntZTA`V&H1NjvyFLz-5!{@;V)`>n%Ff=AD3-M>1_RAk8+pyNKzz0OZEi?x(1wZb
ziWLN&eqX7Md%U3lbGMfO3-PsWz5u^uEDQ|615vQ6R<$cRj`dIc0RZ{7@PM1_+RtXp
zLZ`&i_$RhJb|rLB@z@3n*-103Yu3FX=fpY-InJCG-C=bN#_-^(P1n0KqSGokk%z==
zk!#DVpBnCQ7L5QBUU8rO8SjDExL?!W>!0Sa*I@KP-dh{AE?zZ>UB7L2<|32HfMs$|
z4}`bON+IeUx7E}^d9~^zY$6=A0d1277x_2ln>Hu{Jq&P;{m8rCH7AGMa)e^Ul`D>h
zVAk^A?=lR3zIKO1#rMZ!Jil<*aTYp-rAUw%tf*}7R%~eS-#fsA{vQ>8>yO_so0kLD
z`xw69ij&{FStet5;7;*$iA!i>HQ00Cw2PYhv~lR_%w2>174$k!h?)gpMW~C`Xy$mj
zV!6eX8R#<I22}mrvg{nU&&nF;g#2ei={O;y>w22Be^2)h<ZZqu*%C*-w(dILbPD&0
zPZ|{KyZ{M%-(R^`g!LKxr0)ptObN)Yhh^+4dk-kwr)$*Y2sP@Pg}9Tch>2)<o5A^E
z{59OmTx%L*=2&AgnPDf7Dtrkn*fB^pp<M*NNHN6BfYc+{!E#hQq~~7=C`U}Mu=}QT
zS9W&uCIKI3-_1ecgB-bG(N1@L6yHPVP{KV-Uim$zkv;q%Gp)3=N5>fVAHeO?b<@SA
zPsH6Qv83W**x`QABqe}ntXDg43Ar2U((Shbt`!E7nSlMozQnW_l}B;x0>tT*${pZ`
zf!XZY?f1C)E$jli4@w4xe{G1$$KhM#yBIV>?oMf#*vGa*{`w+g;QG?cL-^ry_ecF7
z3L0wV`iLz9Frx_y>K48|Lv2-&bRp)Aq{?yS6-sJ!(&-%1WD!1sSMIJW6y|WJ3c&{T
zT_^pZ7Ils4T3Ypta@h%T+gLAP1ghM7A0#Yo(WL(+QdaR%;)*(;z2CzV@^371*X{Qk
zK<M`3dhwSb7yjUJla@hoFDmhYQI%c7ocH4ST?K8lTkk%~tE($kI#31yJUp+e7aO`}
zNb)3C&7=B`j+tc1D>FsG4PC6(Tp-LjX9EDJ4v$%F5PTk>N41fXIBQibzH}1MFqXb^
zaG)`ld((Hc0Sqom!NkhY-gXJWX{YKIi2PCsEaLkVE?3VIabf_v*2-oozqhk3yY#K+
zKVAC<k#leJW=(?k-0b-BiytNY6-02VR+VXbr%yv?2^b8J#=Y)PdJQsmHqq}hDji{&
zOeA~!kkh7G_&D-56|Eb06o5YAoKOtR1Em~vFeNvXxwMjdLReWmpErKb&iH)t*38b9
zZ1{*dx1o%f&#U^?U-Yuey%$<lG{s=_2e&p?rjRXfnvL}JQg#gp{V~zs;a8-EQ^D}o
zsx)vNAJDT^;L26m$e4jCyN%Ae@N@t-e9C!y#259kBo0Zd#`w-qz2-kv0I4|k4nQ{n
zS+K%pu6(F})aXSC32n9ye&tqmm>UxV9R0Pi4Ce#xelY1V<?<=la1t`eD1i19auT8O
z7LOmyw*ap?@e?*Ja%r^>2<of$PV%K~dh-wIWem<7A>hSgLZ9=zj|2%Muu2Ly_=Meo
ztEJx8XWNes@zXpnvgzIDCAjnO{lSFc0VE60F>klblY=rkZ4&l`p(4L*s<}~mJ*}f_
z^6+jCKJHh2A4DJRp?k|L)IhQHsd|)9TGmsMmujRoT%!w&IAAiGRR4G#z4Rj(bSG9g
zj@gtDrhW<=^!1Y;rLn1qR-i)G8&Yr;qZQp=qwkt2gChD8rtZ09gP=VvrnK_gmAX0F
zX6${grAzb5MLHTMlbT|K0AXYKD`*rmqm);klYiTiOH;?~B3sQx%u#lCGI~U?s}aXU
zGHviv8_*jmvKMl>#Ud&yPOcB!&MC*U49PksTXk%iz@*2g2LqI$u1-oQRNbu|H?)~&
z6v>&6I|@K3B!|j|l;-(-qKGn^-N#J?0PKIX%I~Zdd>NE97FVswvs+riMcaM70K!q|
zuz>-9wCxru@*BZVJJ8KRr=sRoWtfz@`;f;=vVp>l{!)udjoKAkF>z_a#cQSqVEuM$
z+O<<b(+2CdIdY~YuMnF7JdX(#WlMwRFCni-HO2L#M}^bKt#BRP3e5@2_n>#LQPIEx
z4Y)nJfR>zFfWW`ZIB`e$#_^m&hpvfhC#T0y#sD@*Z(HZeXi-kIfPzgG4T;Pc4e)eL
z7Bf!RyLPu<x1#6tv?|?L?(cPeG~?jd(4e%rz4w((YdNj_;l#-Vzi&vGH&S27@sn?d
zMiu}7XZy9&#AC^=cQk>0ICgb%*mE5>5@qvg@^A&VjhG2AwRg-1WEsiH+aQU|r&(L{
z=8dTA)@BO`z*W<;GVFSWrtBKO$%-y)S1tpHb~@C1rx1u5=yB3?j+a-lF1W^~xwQiz
z3Uq@kC)M#(r+j?jYdc*XB8baAC!ElfF)%bF_m@}{^^ZTA?n;F1rcQpZxBG2XCRPCK
zp<&(;@$YjMJAdqZ9-zWUiOABJb<qXvOMoQGqS_9CM|mZgaL>){ck1Ua%g;Yg=<1=3
z0nr>qE<OQzz&HI^wRo+gRiP>EHrM_2;}aFxRK!>9BI+kGc3o5bqL-N$>oA+_v;A#i
z13<?g*`;GJw{Q;W&h}fXg?DZ$m3$Yad+I#XZAuVI0=hzL)(vk%9K`CFk7NrstX&u0
zbciLZ1f4w!jK6wGPL(meV4}=z+nidR_t}Zne#M>B?lC}aCbA1jU%2?ym2a@<=*;2v
zh1I3KZao8XK$HwA0eo+-J^W<&S8^6-=Fa7j>|YLyTX*#`L@KesB{~!j<pr&`*Fi`G
z%$$?(sWgoQR~}X1w0{>>*d%wIRUUJcRs_IEYpaI#^^_qfmfIaFUZ=@9>m3;vTED7j
zYs4Rc84iM4cJ36E&BmAyYaq&@=!7>)?8Cutz+ExQ$Z~~A0IeYz!nt(~MTyDNfVql!
zEn$JX-Si_}PANS7sgP%!$D-j&9CsgwR`2!jh{(i?svtEIx57xv2U_ZyhZ2m=f4>Xy
zbX^4Qq9Vymwh`1pM1()Q2HT@LlV9e=2Mz@(bQ01H?jt*B=(w5<Tt*4DlTK%8>4og%
zJjPEaYj}EX1iWkQydwdlKNb-eo~qBuUTD5u8$E7Ml%S%4M|;U;q%fr3Ttw@WA3<N~
z1>}BZNICgF04u0ssT%@_sX4%x?+BMO!kF!NI8^`{HDEzH<_(IUHZsQmcLz8ozP`6L
z1!LSpyjG@@bB8v{E!84H7HF{gSL-%~kQaQ05>Lo*HQu$3yGt2fSX0}8LAL5{Y}#l1
zy1uM%GXZ(?UH_v@>N^A$Xmiys<cR)90N(*2!P~o`@Y1_$vjdkJeAr>AM=1b#GWc+>
zM=>_m7UQVnXKC#!e<_vP{e9o^kRplt@|vcOqZQ_ZhHd{3&5BC&Fj5rU<GH;?7S0w9
zVxaH8Hb#W;>&xGaO|<HY%!1`j(mp;56@fKps|m|qe|8XdddXMcY^~JH<9q2Lp74`(
z4Ms)vYo0eJZ#~Q&)-Gyhs3(rT^HEp6end@Oy?gwxsa&;|##RR3o!*B9BN4Sb=5G$5
zDng8^Mg=P7W739|-L#^gqQlP_$N7?XmI=u?Z~F4tCP4u)#FpQ=IQn`qF%>6St(>x=
zZ~AURmg_=+=-K>@^=<yqSvDWEMp@Jo){i$IOd=^`%~bs0I3A0Y9Yn@eiEc)uiA}G5
z+S~8e&5Ky3)R^Cr)VfcxV=uSsvvLqD=y{>f;RM&{QByCm{S{M2$nbHzIk~e{?*5Q6
z|3GYmQemr|fwnIUw{R~ITG!?3TQ%2gs#$6p6P;!Y*s8l?R<P|@ljvs|%UMm^3z!Yu
z`6mU}Zxz*Jnviea5(r{;-+wqEf4v$aRCGDQHEtYU_IdkQZG|>*E(3$n2nHbX#~o4&
zlEvegKm*h`2@I7xwR2}`<aX*!2o=lliR@=!0S|et%p`ly%T^K=KW}V!EQ|(Xe2nU?
z0}r~(d<G|-wQ$P2G<IY1Hh}9ft4$#3vxoVCzNxetcFVE~$Zq%`de&Ri_s3o_F|qj2
z<IZi-k+(H+(#_p*TIYlSd+$B3X>Tr*u=!G$(-Osgd+2nV9s8MzX&efZ?I+w<CBjP)
zg1J3CxOKIdN;|$q%emfR6kV@5k~v2Z331RJjIn?pZ@L^aB~3?na4-g7OyKA&O{dMr
zhu%+AkCSl9AhX=c$jI35vuLB#EH^P>seI|3sQY*Rjtymw$h?nl7|Al4qa?83h_43%
zBH3itX9ACDJo6vV%uTJ=*jan1t-}}{6?NwEtJ%RG%ecyghGQE0)t))5w+Ll@_MsQt
zul-P(_TEX<sgH6f^OgS-RgGrzxl`{F<Bmh0V5%q9GBvz<oXU;DzOK8YYIk?%li2v1
zwDVVKX*i43`3DZ#Vtyh!b1DY`4gN3lhXa7$;Wn2~1oi@DgFPTYcf4h=I*Io)b+awX
z@e1thgBQQ#RCs>Yo9tikHE(|%IU@gi+jugSxyDeW7_0Y_KKi!s12<Sg?_sNp{0co6
zJ-6gi?a^F*q&UwH#?Ouqj7r5PwA%ire5f4X*`~oee8w1XBB^%6@u2K0==Jp}j-0d6
zOGiC-zztG77vGPSyhe!IZpWL)X}pW*>AAO0X!*m&7dF)e>oCv|wy0duTucfalbDPQ
z`t2w5bdAqha9|S@Vix*usPGHWax9cvfxSNVwkeCR>BeC{Pc@^>Zt!;l6RFah!tF-8
zxnBj3h45pbnS3#K$KPCl-I;ynG^;sq4oi-RTeDPLn(Z^rDi?LE27xjiGu?LIYlEKg
z%>_W6=Wd0RFrC6Zz<KGf%=**EiaT+$)?8C?YyK7>_Q(Iz$!+(>+>Bxp(u7R)KimoE
zcb^aJMnpWbgN6lev!#Cr8VYX@CZL{guYI)pH%i>S#pe_X1)h=F|2s7d{fb*?H$>*n
z0WV}qfKU95N&9n~dTE(=B+~wq>e{`-kGtAs+90|7_gDS*4iA(1D}jpr;|5=E{r2rH
zDCr~S4*;6f?uY;U=P#*kYMKS0nSax0pI?YVI}jws*rKBv4yZHp;zDx+FRxBk4-eGq
z8P+<0*FGhWU5sgms52D^(wDC#ir)>cse-Bw^_D|5DoN3mYcPm8=EhZdW>KtR3SIK6
zthDu*!0C)A!@V7>cH0K<d5;ML*>6-Y@A;qdg`tG^=fsP6z2{$@O^8P%J)U@jmr}+J
zYhn3l8F{H_^Za1E=PYd5B-qla<<L@ZVRcjFHBP@MZ>!-9^m#7$=!OlK^x&eGi@dTE
zb*qE5@I$xn8+GT}4e37Yy5b-gc42Ow(O?Q5Iu+9}R)c2J@3fKs(mlSqzNaq?BW<_Q
zj8RF59;4D5U9RE!WY=z2_;}(DKFP8wgp;6&GdIdro~vsF<}XN~WYz3Ck7r^L!5gl(
zu_xg0vaHf``i7d{E9pPpyM^02=2^0A6l+1l$Fz<owvcEk?GyE#2^*Wk9@19%vQ|O)
z3Vy@g9%idv+Xtm5<s2)_i~CZYw+q&;?O904$uX>!irpp5K2NY9vGhs5VHj{L`1U=d
z(qg^!_}m-4MWywHAaUi1u&{<YQ~QMXX)d?#Sh`@xs2d8CkEa~uofZ$2n#;VdNODe>
z<j?#%Eaxwe*f&^MVL0e1ov6zQs>9auCzsKhm!{Z5TKIa7e+RVfpMem<Jh<QGd|IW0
z3H1hSu|n=`?Z<p3q|ApO6O&!0HMxWmi%{|@=kuIx^0Ew|#Hu#3zu#NEoMTbUkNZMp
zCZ`0}W!PhNt@-vXY|H<#^(OF8z3u<_AT9bx3n~?DBv~R$b}dNO>^mjv7=*D8DpJ{!
z?8^|@$7C79Ft*B&E!zynl7yHT+t`=?J?is3&-eHG->;V$bLPxB_kG>>wY}fhIp>-s
zcb(gkpgvs4|C(tecG1Aq<hgvVkF33Mc<vAIL7wCrKeYdbk(j%PzGk+&f$P){loGK(
zU($rd{?dh*uLk(Ea4e%qq3*z4;nXj?pY;|Butml6Lidi)U;J|eY9QwWRcc1`vZb2<
zwEnq1^0IGJ^3QxA?)+WV2NR5i&BW7MXG$D3C0#$H)!v8A`r06h*&dHLyquWQd4G8M
z$*N!^>uP7~%sNzJQpoDO2V;&t75YZ#%U+G0Qa`il=b2iI%Pi*dQ)L1Lv?h|@+R0Yl
z_c<OW@{*a4mkhKhwH;+elHax)FT^7cF9?4t)$MfecS}h1OS$n)*VM{pXY%mnJ7V{U
zOZy?0v3oY{rBq4a62DaCiyUwP$zB22(}RaTc#5A^zs~@9)lgO+|HyRT^S7oUhj}p&
zjZ>19XuI~!Hh}pnogLrixSLFoZt`ILGeV{8L;=}Q>T#{t(#JZB((B}~G53;_lY1qv
z^z3oMKF40^4&R+Z@pDWv>s?eI5WGExzS~#e5O>@V*giqJrBZ7jOT_Kg&5c$^S4S&f
zi=B!r9EqY977<4^(X}f}axbuiCUWVNUndOF4x?47Y>FmiH#LDea1os-iP)7OlgI-&
zBy<3Q?-Q+wTu=UFlx`h;I%;Y0Z1mj=s6Lw?*Q&84)`5mQ?#4m~lDkG10%mRC=0Su~
zKkj|*MZ}-0Qb8HfR+WKM8XiUIKj8zTK}<<KC4O&5*N3r75?HjT)uxH9S5f+9f7jh0
z1s`&UN4j;#r8gzU72drbo4b^a5zsk>ktTD>Ck)cRLMdtt)<!y8ySUH4%`G(n?TarF
z_{jRR=Fa+nNt(alz>THiZL4$&9>LSBu+y~FJ}%AeY-dGa!6XvNHphPX?i1r|Jxkqj
z*-e=83u@h2@j$p@(&|Km2;l0rm92nt*LokBT21jZgB|1f&sr&d+--G|>)x!2A10Zd
z`$SGeO9xCGT1gzcDPpy>|Js|SBNO)a@VWWf1p8%TqjxQx4vJWy4OZ9Lt|IWTDc82q
zg)Di_Hh+Pgkj3=ZeU(#^U4bH(Im;*QxtjeAceqFI$&UtX|GvZVDxhSg-{g=gr_~Z4
zg-WMdKs$~ECWe!@09=b;wF@65l&ulL6{k-+X>;Q{iyLH-cQ*TC+l^ETeNh!qSY|Hz
zxOpM1p@T{p!ppnta9=633873)x(dcHFUtOqo~*LE88w_NeS16Y;KbV4+Kmfu))~`A
zM-?(3t2{QKLUr!HZl^D*;Ex`^lillAqb&4Hi&oDr4T+p3te8_#?}#M7LPj%Jf?FE0
zFA-hU_+*4nS|GQa|2{l!U}FQlsgV8!J4e}$^e^`2Sxq2~24<eUl;~V5X4+11m9@Gp
zltWA4eS?gwTcW{-ta)rYog03i>^#e%cVunkf#`=Xe!y;RH$HI=D!T8)boC?6(33(L
zLN(Rct^iA=vBOQVo@5oz?ep~~b3=mfzT3NAE2nBS_&3Ghs#UnwC17Q!Y3W6?l566T
ziKZFrb=)EH_JZ4}@EgKcc*hR6s#R;|h(7o0^74Mlig!^`@B4s0rvcI`=)|u?Jn1u2
zQ=_Qs&CYA7A24&uS#wK%fz(;iCsVK#>x54i-XW19V{0b+O@9t1Pr;#+s{u8pn;sEO
zoi~sF#$T!6cc+=J2wKn#*Jf%_o1i?-ki5SPX>b~aePT6)U0U%8agQ>Lb}Sl@ovGRe
z$!@9cs_p6z{Z1Iufbj86W|{cSZi536p*ACK=?U0JrmNk?h2Z{Lb7bFi@0;8tW8qSo
zpciZQuf9=*xz@}m6WE!y!1SpfCa0hha|)B|h?^Z<OPj_&O^93$zR>HNRnaE1Cub7-
zDjI%IC5@I{Cprxw+LkumkU<yO2V`mkl~%ImjyQm!clC>W6Wx5^&2ybI%J-A6<s1dj
z*S>b%$WJ7%^r>@Egt&|3@7bVA@Liz%a#uHP!?!LSV0B9R>;ALy-w@Az+Z7B6&k$A@
z-mLn|t@~^9zOhO65&2xM6O=Pj5m!@ZZ!6(?Io&nAb?1IGN};(M(MI-qwbpOq2;+3+
z#b?@q=!4!KB^CbsRwme;F0~STT&?r1nUzf~@j&%ijaMJAj3Y{=`~9@W+9qe8uy}GO
z5IINo%Z6bIBy!?rDRxRHgD{Uh`>V5kG_~dP=#o@FG9k`QzNz+gx`hdX{%jhQ+fI@-
zZSx1EawPsz%;}h({{HO0g=vtB9e94CnPU<D(@mspX#)%4Yy<bF8`bC~n&A%$RFJ!p
z<(9m<?(A$6h93imQ7qjl&^FSBb%H!$D=o~P!S%celYFk5-O|cUU-FexbL8qyitj(J
z(Xm+3Ra@6i<{*>Xz9S)Tg^pDv;Qg)zVz4|@a0Gv&sA^>tm0A-ZFPuJl;OmmHVQYij
z$kU&mR^TR=ncO^(V4qv`YQX7GzdNM{j)j|&#kQ_ew_o^`J<gLd*k6t8lRi+YkV<%2
zo|9vDiNN~8zUu?}hk8(G;?8TsI~>KnciNBUU(|^W&3bya6%XoYgFeBFteIo$FdhW=
zW6s%uQ;$OJuNGqAhF?BDjc?jt4a?YEZ=IXndf#9Wai&mCT^Ds<@6J_y%wXqez*zI~
z7H~jo46=^VT+jSV<wCvHQ`q@U<Mv~1TbYj!t*kY?8&`Q-cuMMl3CF0)qaq3N3%@Pv
zuTL(u7(}GplRK=B;3#;3L)NVqH8HjSIhKJ2rO=I3_MK=p2D_}h>GSIQ>xWmSixq1$
zUkL?glaf~%8$~&17H$uBI<?K<W84D2S!P#gK92F}6zKQ;B&vG7Q?YYGN8RAWL`nEh
zxe*0x_CKrWo_It28I`PqqP;dg*M3GUi(bSd`{bT-8mPRl?>2ktaCzU-4OV!^<Kx$+
zTxhAwz^-*j%)z3FawNp;lxwY0)XDtO1f@<1!@#+gjK4R)2+n({Qc}cW#az`T+yRfH
z?U&^Ye<s8jsp9C6N0>KkJTq+*;-P5tpa^YyEt9imzefb|;KY+~!wO^eYqlT81hrTR
z=1+f91wvTEbe1*-Mf%qtP56QYB%7W9C?)bzA_)rtCw`^NWA><pgM~`!x8x7sl|L+T
z=jzGGY~$7wM-~FLy1r7WRa{3<(g|+c9Tz+^*=towQ;7oFf(boM;Y#5T<kj`%!!2x3
z))KvPF#<)HuP30<79ZtW^_Z^0SZ$GRhd<2sS#=Oo!wk}WL~=FDZ|iGkrXuTZ4-(ml
zrW0z*$k1@?``&wp%TM)LRTy70j=Y;r+>$F={5)urzz;52e*h{rzkWS8V`>dhC&>FI
za@g-Lhpnh0#%X$$9a8DsSMJ8wP3h-RpYwk55Y&yfxcpfcAh7gy{_IdI$E63J4hBW9
zKOc`m=Gzb0U++{)*IUSxV6MoyyHUk4w{EuNA3|*T`oqf~_@2ARw3*AtzFV?$y?SP9
zWn0i<sx_ls-U`RRnm}p_+N+C?34Z*t8&YU}66{-F2<mS>9}Kf`Qj#jgxfFZWwTQhz
z+!+=*n!faz%$h;2n0;`IF)sNgQN!s$#5CHx2izH8!uVQ$1V(P`D0Paxeao=3&#jZE
z1#t<%-6C*2v>fCpx6?^Zb@$?@_@3jl(xDFqXV4mb^xxf!t9v1kzWCXcs8gAMolEjH
zs#mUPm^-1x_u2zxJn;%s)ZnCf0V?+rvs4DAz~oX3p1*H_#&k@ml$JVbl~iC*;lMt(
z|I*$e?z&IBJT9;3ku+C}$N&u8QG;}J4?*2G$3UylgXL#{&4N6~=VB$K>rI^+Ij@p;
zf1jvv@T5`0!^&1?)K`J42LFfz**46D#v3Xo5D$`4=a%-x#!cz}KAcl8Y3MWg`fesH
zJBY`IR-$<qgNdY9C_ygE5sI&tde7^=*wC9U@?S4P!=B5ll(G-vSaf!gc-iP^N-;HP
zH(j~fv)sgzm!N)J*6U?L;^mO+$D$1PGnB?5qF043vI;G)kSr-i*eL%X*drI=MQYd1
zeJ0yuX4hdh8Jc$-5A*5VYt}t~;d60XyOuMdP>^!3w8CVLXR+Bnsw34z{KiyU8)e;R
zEmL}QHo(p^%DFRX$*}g5vmSH*qz6y4qGFKimbsa9i+8Zl(@MSHXr`wXkl_0#mvLYO
z_d|PFTl1TYu}g>>*$<u7HewyF_0~Asp0TEc)st-q8trN1pYYR;9}Z`=+iFQdCp}OB
z{L4G9w*&0Tv~9jrWM9|c^eSQhaVo8SuuL>%yQ-b`qjHhSBPgaW==2=g7+y7-+mDV!
z{-58k>~udVB)DSi9yySRHJvTC?E}r8L0<}5VTxY@VT<iUW%AS|_t|S98mmS{xUJ<u
zc0JtDf!oEgE`NK_OxXDiZR4}<N2Ncilbmq*G$<@zx0}evmt~p22vOF{TOB-H;*vu$
zDXrp;eLafK*OyT|haG5ZQ5`O`$a-s49k8GWC}Vn4QaIIa_E_BY>b-keDUYa~g@_K7
zVj5p<?kmMt6}L&TQ2e?n31*&;ptdRtGgJg_T5@Ei2mJoziZ<iTN3r@_(8;eaVuSu~
zcP<aw73wlNqaujhr&01f4=cXt{@(V*bb9`ls0xLgbV3fSOhFX`O-}6Vn7qR`R=y9=
zi{}@L!FBRiPc_A7r<_DdT_w9ZY4q9SGY4RnGNA`QwNEJ&b+%9Ynv%TyBWv7$e10?8
zDODqE^WyH&e7G#xcSWLfKoz%5zN0(4*=~z`1^37&pei(=CB+nCLc79{Q!C9sm2LfC
zl~9wY3>jf7KpvMTQL_?8mo!dY!+u~jmoVfb{T3&{BJiCsq0N4M#Ps9`zavS#=`Au|
zF0{uzM#4o5xshyMSLC(&rkZ3rYhRH2omUkD?5(~oxM1u`U4&`b1?|%k&C8f_Mb%BN
zs@~)|{~sqcQ>fZ3hOoha-J&Vu&0(TCR;!@a*@=4)1ILXjbjpxWowZt$otIJ+6vZS*
zQrP32oNJ_Pt#X!zng$6~G~2Q|4dipOLYq7}cQY;BpAWGDFZJcF3KY2?Q?ikseN@l?
zo>M`s=aSd}5)tX_)S5k~KR)av)I@oR0-d?nmoO)7w;@+LeaFQGZ;Pp2;_;`|nxW@$
z>=6Ff&S-7pD!jdG(5@oSriiCi4oQ~9cbIP&YMJl8o!()m7^*Pxd#L!8$yAQ)&ToP-
zZ;e+~Z=y?3QpaCZ=&M@Jh1`{TGfK_fYP~vg&7%^c^>9!Hri$5PkRXjpnhwZy8w&{S
znq1uW@=F`C#F`^>5n95dQi^9?Kk%iDUyPMV4dlMpGI}Og0XwcREFBX)Wj(4bd0{ju
zO6c=Kizqd%q~s-u7p%^;*8`)nl=A}tMKQAq5i9A_^QIJ=T-Y^it?oNVw*vWjqKrt_
zTrX7;ZCoT_yo!XulJ>Xb@LFXEi_~Xfdb6JtMjVkY5|1|mhKVgXB0Un<3=|mcQP9iJ
z3}zV$L;u0F6FjaD`nj`&0uqk2R9+0V=oxWACqW)Uls+8#Jibs#QU?5h$dL0vwZU@7
zw2ci(d%2yb2Lg+vY8NhA!26V$3-kS3?+k7?iyW?~B`qF%`TFaZh1j&(G%U2In)p~;
zvPX${+x@V=@<V4FplH2D(!2Vj<yL&<J?HZojr2E$8Z9538rV1Hr8qC*_bYdEvBDMm
zofyz@YtE(4D{ez!XD*`2D`*i}zS%W(*!+PX@u(42$q1|P(`ponH%f8A)tragbMcv}
z?Hwp(q)G*W90V3CUE15_HV?Vf%xY6(l6s6G*viwJ+C4Yi>0_btAh3bkJ$4rU=Jvw)
zLc^03S<C9SwTZ1i)2rlrvFJKJAk@qd_oyx^aIMys%X%hfGi#?Z>OgjE^f<oTGiZz2
zw_1MyFU+KL%yV>mb!PJ{0K#2ocP4Ml)NY=!OnA!pYjfz_peGrZI^{h|W1ZdM+oft;
z={Zll|3D2*$RQK+sfWEEi&t!VOC#UND>8Sv;9zMR3dn(lBaq+&3dfdlbTSy7c2hLF
z%Hs?;QQoP^r{^pa=oSmY??I#WIl02Vjb+*6h5vf8y>GOSIUIt_H8oxQyXR@q1Acg6
zdRm~<PoW>N#%s@nxUS&-0T9$TBVfVblF=oP%(@3d{f=1TT_C~T;^ol7%lVE=+uTOa
z+#k&i2&(}Vr99z<=p-q4ZpLkF%ps?>cL^$Jb#UO|P{*7j>enNLl#BK%=)gI?J~z9E
z>Z(yzS&GjVRq<G%e#s#pu=^?@casO5o3PoDt1CBmzr^ky1~cRW3bnRce|HLf>~^4D
zoklRZ*_E$cW**=|4Io`zZdFzl869c6A-z)rZT-|~%C<Ud?}An@?!+I3GD39neT)G3
ztY1@7qNd<{U47p(&UhoV>xEUbh^fy{rrDbA*Rt^=fawAz`n9#>7-rw-MULEgQ>>C%
zqsxPih`v=H3r2x&aZudy?sj|D>n}f8_A^-~FhO|3&a1t<7)2i9Si+2N{vFkMqkT#;
ztv}&Ovrws&^|%eh(xPudE7bCJXBIp3g}4Iu0uJmM{I2Go5Z(yRK>hp+g@$DaRv%XT
zMX~yK^ZNFoJ{H}mmQ`@Wfi`BmFc4Ecw8VIb0xI+AO$Q=Xv;Js%zT_mB>pz?RyasC<
z7=`_rLi&c_w++=GMq7L1IQQ;h<?f_K&rni1>>QP7KkMzJjU9DoKN3rc-V$Z|{RT{G
z$9OxF?Awi5DDOtvVA+7kcl*gevhPPRTFI=W<gm=Ez+5jZ;(fqBqXW532deGMO$Ih^
zoJ(;@yIZGMO;&iY@xluRcXk~N2vQkGji(abXRv7bawzoccBXiue?@D*4;oq*2QM;1
zVn*|aVaVXPs@2+Tm<>%{Iuf(`0qpHMhwp?V^8|T(s50A~bv}2cb_YMuT{MSK3WaUD
zNrvVz%=F>%FkB8>LR>Is`z!3=p~UA$sCY@)I#(wi=((vsqr)g>u-`oQX}Tj!gWzu2
zaP7p2V`z0CllgOHbyALG2WpE?5j+3~KfbLs>$16TD3R$1;W4Fcyu~q<Z0zs<s8+AK
zhbuUt?FL?K(9iDAV4+m?K5BUo76FuF_adFZKt92p?sL>AIHNVZA%-wl<Kuh3w=SNF
zJ!H#h_o~r5ioyuR5|r{iSl(!I2vF#POp;UaEemVo8x&)WgP#Ec)Zoqvusy*~>9u!l
zee6;|;MZI^YMQ&F&rt4yNK)9}{bcXADJ}i_56g*9^0}Gb_7Y9e*4Hy`FinB~sBmeB
zPK;R9T+Fm_ZeX#0#=Gq5sHxBS(UhluRt4m`Y*L6t4$F*qGPZKXcH<Pkvet!f|4K%^
zuWwJYtS8vdrwHp4^F`=g-0vQz_R=|LtW4`6mRJJL892r+mLkwgys9r5Taw@CfEw48
z2W3njuKa=n#s1Fda#pDJ#1)Npq^pm`{;!Z*rAmQ6uPMc!H?36T;8YJ540c!Q7pzeU
z7Tj{^sV4nO*<Dmew?cwnziWrH703MTD5#pfz<%Ohynvu&ipLk2;MCa~F@<9f&VPsh
zxu%L;MWON0p%h@myh1=Y^!<|MaH>U%)C(SIcf+(aAz(_y-oS!kwYOalbuup!hU%Wr
zlUc?H9|!dtaQv=!sw)bBp;AtfP1$bX0ntJ@w=U(20)v{^>PQ0oyo<1h&S{sLx#K{w
z5^8{A3Fu0axVs~HkDiR<8zqQN{cAh3kBkYfBAC{{6UGykSk|vAa6Ztpi6q&ALA(<z
zt20vZ-)UrB!gC8mOMknTC9!G4-&f;IY=w_1UEq)jmP~jv6tItOUtL4@RJ$$Rajwm$
z=%I5GcV}clcUP7@#^Kn7iuo%`^-(}SzEn(0K7%r}7*}ad?wq?ZSemBpCiMFS^><2O
zs(^9DLc?746BnDbCf>n=#i1!V?W<4_CZC2KazPNQ_K^(vJUUmV2}v)$ah;*2rK`FL
z*|iS&k1mhvH<UKb_`hu$AmC^wQ^(E2JsZa|;)NVZheeRxA6jK=gbzU8*qg5^NtanM
zX`CG=j*pDkQ>XrOSDVL^8ME7c;tYwzh5RNNRFcCb>l1MoV?AsoDQ=dTI!#wD?kNIT
z8#>)>J0sb%cMqbvMq*1lN3`997F*7KJm<}PFkZscKWFuho6!B3F5;yn4QfP%c_qqb
zn5_W=WXX0L0O<U;R?g_9x#(+3DK?0EYq=WzXfFz5L-w&sng52L&btmAUDSng;v3W4
z*}Ew{G9l#m=1H60+5aTLXVfJ|@`rJ-*(*bwMC*Yu+0C=h?a~HMz*d6Eo=>qv%t0*b
zELamctO;-~8<+>BY}IV@AXZ3oGJV#Bxz&_lcSEXAt`Qa^<bMjK_pL~;8q<#Igz<!s
z8(TI<tF?CLXYH4#<gq>$ERgdDh|tqom2*$sZ56#v5U@Sc4_(Lql@-K(WnSIGEf;z|
z2O}a%<jP4pHO?6Y9X@a&mER~o%2!Hje26$!bNfO>v}$j^&N!TYIRI}vw-R(^RqH@+
z&WuMgboSB^XW2uxIEe#(7SHYUXt^o&vt?1dL!2M#<$7c<0ksv1t(qp5C{(N*a{=ha
zG~GM}ACIG+QJ<AU8-9%}RE<vWd#?<1gh8W~H-yM-r~XFhYp7W;ER$FgHgNoLxcS8K
z+fcSL-eyi0ch(Hd-ZqW?PtJ!*l|_GYDgF8CkWrCo#^%oIDtq`Bj(_&kSBcKPIKN@0
ziL9dp!GBdG_<llXaH~17G|c6A<*WPgXpi6}mNE&^(-TW~!Pv@lUcNE$PZYXU(foqc
zP_lB}3{7EJ6tW102~!?(r30>b>(ZWCsh1r}6-bkjD5~;E0UF8iS?;6FMj`EqFy*LW
zxVvE+#H`V2jJMJ0nqJ8#n?r>{2rzX$R;cL1c<n}~2LcBRm2--#{gSwYHZthyS^79x
zHn+}{Czs1?nj{aA?Eq)mYxA6$$@Lm#@*+3UZ?v<rVx1iF7I1Vh{<W&HP|aHb2jbaZ
zX**7c)OIeVsw7yy;KTo2pDATk>*C%EKEOZgJdEHV({sD*q=yyz`rhku+^FaL$W>d0
zK2JHSAAbAPAf^xOb+@U>KNjqj$}Tg+d5<vUk3<t0id=#^P34z6JN+#7L(Z$eDB+#f
ze$UG9o!>~mJ?>tsx^dt}5Va3hgpXFz)Gu}JDE#b`yTnU|2L~jjMhLL~L2=BJwmUM@
zgN<~V+wEE%X6acvlYl`1#B}MOAP_?7ylS+hKN3sKhP6N<LP$-j*wmF+u{yAsMl9<b
zpL9K6C&rp3Vd$*RQmQFIs7;4+XJYx`!1kzFoj49WkhQ7Jge2*S3&nWV-dpc&GXR<(
zYIkqx!^(=)ATAS*0U!NUASj6dB9{t9k~oqeP*3D`fu^bcf=zG@VhljCmvC7ERvV;Z
z4C6!OgL8UtMRz}*8%Sq&fwGmhXN&att@!3QdOY0+VuKru4v~GU8j6yuBU1RiI7Evw
zFeM$SYMY{nRh#^l*wl2X05x{}G{i?}v@Ro>!p+Y-T|8c8!B!qM;dlOz*dRZf97e=0
z@%M1$II@yF&j3HpVGU)Yly_WO=A5{gvLqnd;Rs@ZRALzwxx`X+>RgJx%^l31MPGZ}
zHFD!pD$$|tsJR2sN7w2|O>9&T=%Us*gOm!iGvd4%bgfAGTMFsA>82lX`-I<N#Ty`G
z*!Ru!juR>q^XiG#cn@m4JRPwMegO%tWBx&3Di<M;=94ZJA(vr;<yr_tN>9|8b7{Ri
z+g;dY@1WJE&q%%ai3_uVKNFZo*@72I*d;HRA1OJa>3E}QlH@Q>1tII&>F`^Xd$WdH
zW=;R;HO5kVwu4?h+x2z7GLduFtR?1C$Y_fXwb6C5StY~Btt+#E%j=9rA-a95_SC+d
z6k(C(!I0cWHc7lk<c0#Kg(4PUPm&5MZhFDB-6YH6vBRXK@ShxLe}G^Q<$P!pTw4EP
zUFzR5B!2A>5yns(Hr00JRn@Afu<kb?-Fdq;Wg|lQlAt}E#Z%iv(S@+zS{)8T*LEVl
zQN$qnmBXU}D#PAEpD1EF5CpRNPKt|J!qV1Ub#3PG=+E6WB>}J@w^n2*rmKH$bRyuk
zBiWNILqjN(jf3c&E#TrWINb|dN(cBT?K%8Enh|`_mqa$C#O(G{_KfG>X$Nls*3Qnl
ztTY2)_Wo{EYB^7j-1LjGR6CuzF4BDry$OVN=@%Lc7RSUK+Dldb?hW3)m$cl|A9HI4
z{r}tePt&81;Mee<%_ea8F@Pr1n~qu_V%&CPE*<gTlkI&`Zv#w90U8a`sJ+kN<-W>Z
zh7}A9lI<xo@ESYFY7<UL)wk(E#s2bk!lK6w@8rw6|16SpHU@r<{|WGOVn8RW(ww5=
z5VdJ~bqJoSUWT>Es-UolII^xwZn90>DOXqQsu`hwHAej$zvd_Jl@Gt60Uu?vq+P~;
zBVJW$%@QSZtN7Xe#z8<CCGzngATnvkx>Wx?ZLA|Jzk)}n*Xc9VxGH;p-RhDBOOmwL
ztA%Nz+OjOhjQpD%d^yRV8Vi7xcjT%zY$-Yp^cSgljz5T6xh}TdKy-!nxE9gq;E9>}
zD#Y&Vs_#Q9sXp`n7~8~0N9Nvvj1L45c#>Vhs-s0yj@gwiYOjkG0kyy0^=5*O3*VJ2
zmau1ga{PYAE(jg5!kx5@SDRJwkN&?xVmhxjse}d?S`t&mc(KHGNo*q2)#K0MU>>Gt
z_$8M#&=D2fN%qbJcuH&M>OTZNqE|Ad*9GR0Om{TVM?qnRoE`q5#IR<z%WP6{Y|D6v
zJ|!;vl4?gmS=kq`P#aU9*_5S?_r?nZ5M_k>Y$#m&2HwBB$xN`5B@D)EUWXMB4mEv+
z?Hh>C)W22Y!cdz3%uz42FNZ5(=E?2x=fmKO3(#N~PG>-Wsi(c9!glfI1p|xubcuRN
zi@c&VJu4hs%-7ihdEU(U!{Lnf$F*d?l?n~+E2j#n7n(WMxVQ>9SPn=yMCA|U(Qs!W
z{IdUwb=ZrHB#-a=k7VQOxo}Cs2YUdV2#%Qg#!0?D8b~v$BT}oNtoZBR0uE^4vZjam
z|J~>O-z|<V1vFjEpUx?j7&AHdgnq?gs{b8G0RVu5>lO;f=m;hk7nh#iiCetQ(HcxP
zhvJyKTg9)(>zJ%D+$wA4yj9Z7e5-_CV*OwQuN!CRN--8i^sdE{_RjCFGB5bA7VxWv
ze0$&jzALYw;P&2J>y#dhQ_gSYGmk%Ns(<{pEijj7=n6Xj#>zz)Uij&HMYFg!XVt~}
z-QSs*^@F+X;s>RAq?=yD#Mpi(!Y!0C2kt<Z&S|AM@)whD0xy-cDUJO4Wj+lNHCC2C
zxK!d*VRMG(HxX<oD`4IcEr(Ky8lm>Gim~uy$x(Esg_%8`?PoMt_gZ6^s*YA$d7E*(
z*s60UxmE`U&N#6D+vKHXkivn;`SBdymAI+2UOCakv9S|vIS-Wk&&&w)`o_#Ar_x<4
zy$QrgSN5FDOmu<Mq2nWq3PM|v9)~8Jehy{NPzvaI2Bh8tEO8M=$KjdlgZ__KR>270
zJ#&8MFuQnKgJKxgHF(J*c>LrS`}Aoc<MS{{XmzB-px@*4u`N)H_by~FiC|Bl@#!lL
z-J6SZ5YN$hDHpUBE$>O>ewXsAQ`JFOr==*feEmqf@_N~eRy!_ZDC>tbn2zw*=MvW?
zc^EKWM4iFgMQlN32f&w3;LCRVqr%tE5Wk!F>$toZ;bExElfy_n1lYpkBatl*1@u)|
zFX%SRl=y0ijuX)vOY2qOUke;(SMU6~^4*)b^vdJV7tU9AIgW(wjWI(|I<&)-$qBU`
zc<>u@s_}Ds6axmFH(>u5<3v5zeX~4>1+cY3^y$u1BBmH<dQ2^Q@ea57E&nosdsTp}
z@;pe0PT#^Lt<b}C=F1+tQKz4lYrzf?y(l*uVb^-Vw4M%a9VD1wdr)JNog>kU_N?*e
zfR(fTR%B*Xym@}8VmZmbqWVSK;AVHEwggEg+Rcppb=9f@>8L3biEu7Z0MUNFnTvTQ
zb^BMai$95r?h4wDljMVwZi@UFCnUqIts(6Oqr@zXNFXXON<V$P;t>YM>NPhMGBfjM
zLNlBbxA8qs%ZUW7ZC!UC6rvc<!!PNPA$2u_SesS=PWujIJFdFtQ3$edpK&7$<T-4&
z&~!ht^QO|b?|OyCXpL!yrSAtT_4smsi~R!TI0)I9Bx>lKa-@t|AkxejgvtPu*9;qA
zG+aNDtQj&Osn9Qf&h9X~?!~qWVAKJjz%MkgA8<NI5Nzgta%QNzA2PsINKFC<(Dfxp
zUZe3ubJJI?(o_9GINSLX|5>r$QFkG^T{X5c!6))Ot3tlH3tvFKFR3gj{Hvs#skfo_
zWl<n50_XF&kZ^SHZX&8{kpAf%&hsf|pxCCIrV%#KIG`?));*=LTUon4Yfl?T))av!
zm78DDI&$^+D_;vPa1m7YM-ttiQ!l&dqwXGHTY<K`l|;8HF_#_a=k!<5(b8q^x8rh7
zK|{>n72kdH+nMw+5N;;Lvw6q%UPzniC%Y3D$_I*LXV0$b0r}_-pA;~<_?XBgnQ}0*
z-7C#`3i7tM*Es9dtCxSG#J8s*@1EbUony#u^!+y+7`Yz;V@y2P!OQ-&xw+B_TKH$R
z{%n`5m$YK23_f|h0iz`C&hk+c1a!|G^q7YyuR*ZgZAklHi>)W~>Vobbu)LXxR1kf?
zvvZ7w<bEK|sV67Q%&2EWHa#P5ul0P8oLk$G)RPw#rGmjq<>67c47L`zAxaExssPx_
zyBBtZMtN~Y7~~uJc>wa+*TXn)DVQ_xA=?MuJkI>bC-|W}s;6MKt>XIe^Cs_(`_C6i
zM8sR0vbSoItlsnN{8Yx<jN8&tvj1rr&F{M^3l4dJK_+rAIxu9&ePGFevtW4hB<r|R
zoR%k{3AW-DpzquEDxMq5`rl?-(Wyi|?Ye@Uo%{+1@nm*Ca<?uzN;=ZX6-`Q&j!f<u
z$%v}b?8(IT_0?!ILhkLk&49)|gWTbue!V@dhwK7^7kZqV-m~WJu{Qr#YXw3iQi*aO
zFHJ+Al{`uT>Css-V0a?b+Ai%oInlvo3Y{B`S(dnvqGRTNu(-sXyzCb;e*6BBELgxt
zGZ4b?((KRZL)oyHVzpl|TZh4bI)F2#b;ZAN)PdpPx+wcJ)$=aX*H@jjH<I5REX3?5
z0iZ)ux&u%~iqL8}H$zn-O5>9wNFtg6?h#SpNimr^_AFduYr{;W$7&^zJ`jFLu|MR-
z1f`~#{of20a`{Fww)yOkbe2#9c>Ukh<G_99spDT;=D})lsu~8hV)b7gs4;+f0lRXU
zrkt7*R~VK7S<0&RP2p18@|9+gJ9foeA6e#uP2sc(XhndBV$;!3F^dM^;*G)MMGwng
zJ#iWDDG4K+u4?~+?Ud7(3I0}s<=cU^r%yd(5Po-aH^cfy72n@Mr*{QyZ%NQrkv-Er
zpI+Y;4jE}0?;eU$X`goJ-ST}g*$xGt_}Z<k^K7&(J;g$F8W<OR<mTX@Zu_VD)e&dM
zI^SN`ElXsqW(qMM?OH}jl%;MZa|g_0U+c&Gn{p_Vd0v0w=A%djqS>mZ$-dQ+c&Mg|
zjr!G)zCT+#oqE7^V4$=rqABoaNhc-qxi&}T#h}u#mW{|!$~AF+<ButG2X>U%wmq#F
z3R|MV1mJ(HZWR6hk~CxepB`^FQE4A~{+pS^ok~x3yooZ}vb4J3>^H?lLpa5fY~O{j
zA%0UfW|+MB*;)Jm>~ilduG-sib<Vy<_>z5KUGewT4Y8OO_?t)kG*U_8R^ZS&UO{o8
zb)8;|4x*REyGL!t`kAiN&lbnzuj3?)Q#2hUEi5)r2?e0v@d0P4aX&BBt+FDf%e;Zd
z3BEX8y9wBvDmIXl2eV)|Q#$iD=K#X_;*x)2(dZh!wzhLPQxl77^$lFL82vWqYPhm1
zYk#T7%@hs3)crVJ0iW5tZMPdl*|F%ja_!HL6hxf&_#5i>CdY!0d9D^KrFZ(_IYqmf
zpZO2zB+mF14Laxn>=xtG;2#TgtJK@ol^1$AxevVgE+vb*re{{21Ip<-zmX4tEK*Kv
zIe~i)=)^EGps)S01HnAz{(ZXgJIfcg2UFsGfw2Ck1z${#_*}C`^?>ZX#iR3_0loVZ
zg(n?mla)=YEA&t(nlk#*(Sr_iLwtbL&+aSatc*H$Ci+)z%Y}2Y3LI{m-L1K_&nFJR
zfBbyYkt%(~QGi|Q=)t@XAGDUHPAB)!d;1UEQ`~7s?vBTlM1FBa!6|K4$aVES+*b5c
z|HYo6tDojaT{mb@i!zDpZdx$dRy=20I<OIKOtO!Q`X}L6Z>(X2&vWd>ao)|w({<xS
zH2k3#*PjT^Dc~cSqH8w~wMb0+gL)bQRAKbbrZ*9ht6zu8EP(673)}9mBQjG#G#vw6
z{pmvL0`A@EEz^@*<FitzUZb5cM-X$I*RGsnX#4zMw;;Bs{#UaGf~a8|7~%RuK<6JA
z-24Rx_W^*^J}h5t{!NYR8X5o7%eB2AEdvyT?na%cBZhu`SWat}>$#TI9z@8rqAU(_
z7zuVWA!{u<cW2=8n?nx}6l7q2nZ2rk1xNQxD-b(}UPHy~>`qHZKI%|mVWEMA1<H|d
z<e$`@SFv|weBF%+(QGsJivF5}s1*9gtgI6(`xxJ5yYc4%yPPbARy#a-CRuUx+cV}D
zoWc(A4|_Q`t};N(kAmbhm~D;Lq*F(fF#E5EO`3=56j@Oiht?$c=~7+U;$o+eaM%3<
zSzm)0N&G>|Fa}a{UElk<L6MFOtD{rtDJ=iBKz!|Y5>DszmfzMohR#mWTeDQ%3o{_8
z^Bi^DWr3)}J5r*jX>^(kVzsb$u4i?B&XrmE=Y9PaOw;&`q#*GHYj`fXiEwEUORY@z
zU3tk3?tU>t<#_;y-zzi}`Zg#LUhV=*m~30n{s<EQ3)2aPB7NmpGAC$islaEJKWd%j
z>84A`GtWv}?um}7l_I#|#uH{nT{+>t-jLi+u#<ug#I1Er)ABs!rAf*B0s;MOduB*n
zC_VMld9oK}B~*YYYi}HofcG8`!lP;e4bu*r)%+jA6rvQPZ{$%ZzqcPhtAxZulo=@>
zPLatagM_uGp<;BMgs1oX&K(TM+l!#ZmhTM`+Ku?xmp{%785o3?yWJ`Sv*UG6N|L*4
z!REP)*HCX4=>V+^iO&fNTr&bQdoMQj!I$wT%+DDx7)ghbEk2<+r@m**?WUC<O~R{9
z4UCKovhDXlCZ2l}LC|<1r|O0y`Fch6@6H@__gR@<w3$m)8^~GhfD*l}h@^Yl8`Ij$
z1DmMX>5X7ryE$x{_BE_@MJ`3VTo#q0$s_Oygw1MXz<hS%I!BP2JYPq@6{FP10H*VH
z?#x!~vZrFf-p_YI<a`Bo29OAFBwjH^p}u3t->SO;zyPTmMcXb*zqbdL8MH<Md+u*<
zW^K~C*erl*0E?vIkvon#3|Ohu4>EIlv?pocQD}Q@k#M#gKQ&lmOGK>fID@`@sS0tw
zE_!T_8iiPiZTj1mueLdqm99(;+EY7o*xYQ6^hZ?_(@g+WSvJkI)kxPbl)Xwy9Jqss
zf`5=CqFKwp;2xAH*qtm9zD(w+HGTUy*=A$C)2gQ~&>QXNy`uz#i^4hA7UO0vT2uv=
zOtv}BSI%q|pbmk+(@V&tdroGqEy+X1D?mpzDz&fS`L^HIf|2K1b8tsm%A3o~j129L
zuHPD!+h@#s-*<Ev3Yp&I@G{f8V}1!@yr6ds0PZm}c71nK@QOXP_dVyW>*9rBOSpgD
z9b2kDLI^eiT+X{$!+b`ESsN7D1)+5H#wykApF{~m7xjU3mvp_L97NtfAm)+Y-v*-j
zG!JACE@>rmi*<Hz=G1j^`TEZP{(4>!z%=xOj^m|QrBNx4Jl6JrKoz}9G)6>2t)A&M
zJL7y;b~HAF^+y6|y7Ft$ikATJC1=exSzZB%)CqyUC&+?mO32^&c%wM^U5lWjk>#u2
zfzYDZ4IX$W(82pIe8$NI1N`U5vak-m!Bj@O$d&Ze%~WE0IekKwW%jpmq2&K|;QPsy
zZv%Hz^y-Vch_Qcqe?jq|EJLXgpL~~^1zj~=Ic~r&rFZv$NON~eWXIt7a~rV;Qwv|)
zgkryOWmEV-K<MpT(S^b_6%~FMOdph1z<iaE3Vb2SiU(*)r_*Sy&0v{*T~w{Y&F%0v
zz&%cOz;vhHa|)UEzArB36tWyDSYL{GB+m+&XC5&D{pPTDbJN$<#L&6H+dhJC6xaWW
z=6%Vz{s#6@@K$;AzOj<#crzcthSGT^#zzm1ICYFh0Ln2b5ZJkzyNNkw8CP^%hNApC
z=w_eZ_~o$m>W$YKT;1jx)W^sFlFA&=HD`sRGKWQuavyGc%!+JhZz!FhyU#BlJTO1H
zt8hzqT;E+znoLaJK^xK1sB&m++T4Tdr+{%w!_DDrO|cc~V{YqVgEG^<9Q0LHvxr3|
zKl^#233T@w#eKSW>=KjTO#YpXNo;!G!uaHJ;^ZVQ-;G>s2u7Uq#R6seu|Dr*hBYMa
zd9@p`3nyNTE#4AHsJ;I=Xy!Wyok*-V+pMrCMkw)KU!^t+WD{Y653&60d*ux=uK@B9
z%jh~w_NrRRbUzk#7!44<R%r+c#+`|4?n^<N6cCUyc`3zpp8=wq@#v=?>^T71Z9{KX
zNL&383#8sZWSnump(^B2A!@=96q7;<ABA<`W}_kIYmsI*g&V5os~;Wc1{>VWgRV!I
z!fJd&B}Zy*zh!^*c{$wv2<1vN{=N3@Y&6Hgdq(CZ_efS)a|+R`pg`c~lP^0*5AG8W
zO3z$h`iH(&#uFPF9^k!vl)~89epO9H&BOqKjuQ@WL^koN!Qlp`?hjIAWX<~e`oy*?
zb)P?Hc*jRy3mJElCbdYl`cm0An!&S}m?wQiLtl&i*V{pM;wWoy6J_=thP!T_@iuW&
zBvmiJ(Q%m3t&EkR><jptP7L7VC`9{nvFbe5QlPA%+pECM6kAXBd{~*M0cfYI&!NK`
zkZT@PL{IdITYKE<APTV}y;AGElHxSt{LKA<FWovKHo~Lnh_S+FIGeuAr+%^VL2Kcu
zeN%rhWbmw4>m!yvqkY^F)5L`7!TiZ88pDUr4kK?pi!Tp~#kKf00STWv6Ar3TfQUP8
zZ2If%C*f!eWe<-mYbi>a`oFC>0n4A9=suu-5g-g-znfwe*o|(U?KN<%xo3o5xTvO=
zS<$KBe>Ylw=Qa0QTQo=b7mQu|MT^zR37k9PWM+kMatdYn#iR^=Y%w%y8z9$yG|UaZ
zSquYy>#L*u#;22>Kj%%9-;1j0LZSG0^WGd@^+AkhOD`!t9`{Ir8FDY2?pE)IY)|Uv
zrWo+LXlPD-NYJ8mt51O#`fI9Qo^wIQfJW0X>+t)N>;fr(TN_DlAM!--yV8Bo!S|R0
z1EzQEP?=>b5Yt>GQ%2{QsQ>=PY-jP@P4!@*#V_1iDF;7d!kSIVLmOhZz?OWEhv8AR
zfkZmWC<zeK)M%OpS#0`meN6EE$E<bbVGnV%4|jg?35516q)v;v@FdKdrm8pR4w~-S
zIQ|?^VX?3O{hOl9(v=KTN`>B<a}F$Nnc;(QLcIy2vpQXnAX>pZ{Pbu~j`H66ioU;X
z5pzq?j_zVP*NTnvC}^`{DVNH7V{YHZU#qKHSi~6?C+5aoo0MK*1JPXO9edAtojUIA
zu5cO8UutRcvI1%>VRvR`oYYvVW`8?R&<^N$)|7!~?j2I|wz(>mle5}*_{yOY<y*EV
z1X5aVGCDtKDP@h*l!}L#RkldnlN^=<64H{)EKQ2IR9~?L#Of|a4hEflaBxW`+4D#5
zn@PAhJ^WV!GAV6X{}(41x#W4GSp(<s6hK$vlAM1El3oKr)_i9dkWG0*KSKV&kIG=g
z8#D{kx?1(O?2%2&Lmp@fLD5%@EnxCW0SeWfg0?6~aW&2S5^g46Tv3jxAQoaUmJ}kq
z<5x;*#7uKc89gimaVI5A(eIY(5v0LouGq`%vktvqPI^16FG}Nle8X_KgO$uWr~Z&C
zi(tI8+Eo+)MBe4=XO@PvGY+V82&ngi5|Xz9`tcu4vTuJEgs_jGEvn5GeSdHauegjT
z{yVHaYxLCuCWIXXGtbWSuza2|6V##{y?OXbrj8EinAQPQRFu{XFgHcoit|Vra93~;
zYva~))ZyFkRuErJJi$z46$oU1P$y$N9jjeDe<^~nOavcbDuVaCAFa6a+7dAv0RR?|
znc;Az80Uer7BvA;@ggZ%9UYv^j8ESy9)L_d-HXqT<y7ebB6p%9`!qRe#o+Dp1Dlut
z-!PJG#y=Cs^;25TVgsK&c~H#4p--vcYp9Hat#v3!DD=-(!l<qB<e`D0@a_b49T=a-
z(8i%AAy_EOM|g@Vzp$9?99|oM(61#$8entIL}lCRon+gM@R40Qw-xY=!mTuU^Iyw+
z{swUDr`tQIDL9&KBYk&f0oJMGuWcP1Gz<(bfGQl|)%>R!ojqomhO${cVzBmSJSmd#
z_2%!g2KM#i+ApzVw|e^wrsJ{2y+W=QSJmj&0I_>ulXf6zO;c0juII#tFl?yucA=5b
zd}a5dq_;~faLe5oSJUKPZs5a~X}9pp-B<C8_v>m`x3^{dmWv(%JhAZt+za#T$HY0@
z+K(eBb5U&=jK(d`1o`mnj|F+?9OF2rF<9ZjQqi7`ej5>~S%6DsJ9)m29^2OPJwC3J
z;u2-{4F-Hm@F*zyxQx)ecTx;mG!*X@Wp>jg^O?s3uD{8m8abaHr6LZwT&OH#ZC0M9
zlV8)&+k6a|>B&lf=^al!9P|f7vUaW^VLAt0VOX@qOE+_UPQXHg0wJj^l+J&CKH&sK
zk*0T!(PfuPfU{Y@-j;dzzWwzQ9n7RRF&lB$80kt66|(cjahB6>4zB@;f4v0~5|ROM
zIe<b@`vdg@?2MG)pxuZ3rOsiPA`Cg{_6Pt)2+ixJ{*OU%BgX8x{Va%&KPTrmI+d}0
zX5OlIpv3s*c&nsjPkZGCVto&}FjSTuA}Bi=*Hjt|*DdkEcRNz(KDD<eY`JrHE7dDt
z(H~??J(^O*-!!Ex-xCcRb;B=!R2^hFGAA*=USQ4N_MUw8*>i0^*wS|b;CCx8cNQ|O
z=+NfVVDVi1gKI_|Js%P}z*BEMFd%_Z?Sur6((_8XiSo!dQ<TcNUt(;Y8PfU>xK;3<
zS^you_UgP4J5)$}B&_rL&-+)TS)y|>qAV?ZF;2}Gb<$(Z%H>w+^ldx)9_?VE(lO3c
zW-n_8I+%w9@p+nPZtic&7O1`Ize{}*|IiZ%TmJx$|4AQ&AU8<#{qG-}I(|P*S}w=!
zCaB~E!ms_wewM<?mr@`S3mG&gG7n`Reha6F{4}p;15BP?XiLuFq%=)MhKe}evqxsy
zNy0tAit(w@aW=(`g>dlfEm^L!XZs|KM7mJa8gq4!8=5=XvV=W1#g$utPn5|Nqsz23
z1^M^8BSGdOH9oqd+gQ9z;E=wYu!Iz8rdxf|Y2vG|>62-5dUR%e{d?C9$aiKsv!V3m
zCRqHqgFJuW=iqRxIWS^=TfB%hCf8-anf`AJJ)S^kh>HK%wv6{}Nj(|l5v(B=?}~cg
zl^D43`4(a)T(R#Oz-|F_^NZ+hS&V_6yn6IJdmq$eQvBBjC7uHQu3%Co6TvN5vUmJ<
z56Q2rUGt;$-FQtHFUZgDE-+Za`1J*#Eb&Td;ihs0XO%Md_-uiur%YEo7ruZh;=QiU
zn~E2A2F$49d}qZ#VD4|h3PJiV8K~1#$vk{?KK;Lq-{#Jzap2SbWx;hyZf9ES-kTXg
z5SE97$hq3HLs<aIqEV>EA1LTLV}K}!jbC~306gD|6Z+}J7q!_en^>8TyCLbL{u)7>
z_0hBq%Ja9`0QM^P>tnQ7coB;GUAkT{eo~!*cMpcv5w#3hct<RnUIyp{Xu+i04EWV3
z%*@U&;n_;6g(=3Vmc+p@AG5LHlqM@R_WzU!u<&z+7uMDe{>$&Xjm#Jvrk_f!o1UA4
zE*GK$X0L)^aT<m#>NS%p*7xv8BN$wa!wm|cEXes7XzWs2)Hx}PD^+xR?TQG63Mh}J
zCO$xYl|TAoZc*#^RM-ly6n+vbaP**$zI3qjUlE6cR47N2vd1_8?u+TLjM?&p2;v@c
z?em?D?+2uQrBTgi;cAe8$J5F%zuD$sPVWjj?D;<}nDG?%X``F$e}@i%+%zu#XyOgG
zDy+t#;~b-={ry)8r?k0=;L6M5y1=RtIAtPPv2z}$@z}Z{;0^$daO;yCJ+Koe9-Q+T
z3t5?!Efxu!K7`+xIjz>cwf=&LrqKOA-Ag~a^$f<KNUtk{=tt<~zL2oj%GxWD0aX_7
z0q$qDJ(D)LGqqcQ-;Bz)Z*AYoQ2_)`A<-)PO3;eHg^K^_HAE>1R8aqKNksO;QyAPV
z0tzQ@5}h7hEFka%nIN}<>T++`cQ}r>Ut2yy4Sa5DM!^f8Fv%-EGR>MG(tAeODsR<n
zFuGPD&putcD2&@rg|3Xi76H=Cad=P|WmbK!HNJhJ$PRLnZm=K%`=#miXA}1Bf-~?#
z{5grsy^3`iCr1PCCkRsKaa`|S>G0=i&-o<O?$CC-dA6*oX`~={3aE@E*)q)cOPmqz
z-VWMk8s13<`Q-lzIWizBDoq?LPd?EN(AEX6$h}K_cr$S_*=Jm9^ywKes14p|$U3l`
zOXlucTgx8VsW9-HLZc0B=(VF4Rl_+Yp<Ru3!y6r~xnxU!n3Ce|mxqW6sP^>thCqNk
z2w6$0g7C#@dqWs5?6mOlQHI!`Wz_iX+o|1#eLBZL4`^9Db=f>}eo9=C_u&`N>d)8!
zmV^(;v)UGkR6l!>Ula&uba#gVv7oNlH-aayLs`^XYl>NvPrNIx^v(C$LGn0_1>D(P
zigq=$fb~T@+}^&lF=K@6y)haTiu7pi4^voH0eEm;_1wk_g{7p`!eW=n66Or|Hb>~U
zS9<@^`M-0Wp#;Jtt}~URbiMo{A<5YVtO|%BRWaV9qURLkGJ+XpeEs?<-4LsA!Xdx?
z*YyDANA=khz>m)sip$94Q+LP;+haTk^`}Zo)Iib%ZX&)_-|SBBqkJ>q?tn(k;Hg!&
zyL(3uf!NHnb7%1-$Z53ct_;jsapj|!;wryaL^Sos<`MQ&_TV06c?U&meeNfii_xnQ
zGR|B2EM(W#+1Jr+X<x75v=B*zgj}vMunPD&Wtp%ad5Vjh)EVe&tPMz)*`S3GaLpL*
zu}Ro_p(ptrl$qdV6&1eT)elG~KtaH_Lh_Z<ga(&E`m|oR8C(%y6V1Ibt$<d)d#q2w
zVA>;SDP^ORU`aezw<LjB{^Z&%J6e0+f8{sHsCJ_~a3P$;{?Gn$J6JBKd3QmArSufM
zh5rI}$UW(wEUjUl;SaSUE_}_Ld2a10DEe8y>C6Ir?SI>%^V(45v&`T<oy>?hr|2@X
zK4nEhrz_^*{i7W{J#S+$2BuZ+=_79Iw-G<aT_4!nhhNU$EO!0Xl6%D0?D}^b|J8G(
z$<d91!9gy1OlMJ5tDb;LMY{pm+Yu;vaq<1S^;(II_El62FfH_~yIOH&)ycW2%Rg|O
zWq3YbUEhFX5vTF<*7>8~coRH-y;YYf2OP-T?0c7UfPH|=FZ{fPm~Pc}0##Y9@fb>S
zVZtx)2QrC~@q(v|w_gfDGK%yKLdB&4cKpxo!TYa$E$%J=U``=x7G#mr-Rk(mB^KQS
zGXu2@?-HKw97E6=ay@^2J55hcm9s>J%p_G^{VBG%&0@;i5eGC&nE2_d<8>zqHoBV3
z=EnEHz4?P-W($X-$6ql#!EZR#DU{I2T)=_~avGgKs)Inp5v{uNv7_a;%@hKkH)iIO
zW<`+lxjfr52`!u9_n+<-JlINJU{tvJ^GnPdaYepR^<}K83UB0r>{r3!r**8w&qwa#
z;5tN!MF&~c`OU#W*sI3M8Yyt<pyTj{*7gJ*JJW<UPc3g#_Asl-uS-pg$={U~k8d&y
zy|it!p%}DuXLi{8_Lb-((>8UxY{`icPV34Z%THI)JxoE>YVGZMhlW=J*TXhiuBplw
zSGIk=9C<f8r~9Vmkf2%rWPf10gu1>3qD;Y$B#c-%T*W*Pzg_p~wc|xT1Ec!7b(Y}O
zi+0qn5*B_NC($!a6p;lGaBwtD%e$mX(N<KyEVYU@{y!CdHB?iTg6Dcj-(ZoS*WOvT
zDD!S{Ke>KhC@(&0as9iy>OobnM_rW>Ii`DA1c%)~skCK6Fr)9n7d;%cHi*=4XFK^6
z(l6S6q=wI82YBus+{8vdc+A5{R_V`+Q=8^Glg}8gHig;TctSy=i7Wmi#ehcN{*m-)
zqr-c(U^QqLR3e#cYD(aoCj#h>)DV@dxD>#0PpnZ_72_FT&NYcJRvimwAM;se+R;js
z|CHA^DJ$u)bnXn`wO{T`k6F!N6&K;{fUcJZmcq5xE9u#-z^Vt*hd?-oE!LwagxGU(
z{pc&{a(Q)?tE0VuW?fm?Z-MAj_Un;Q2N~d@x+%6brSsg;OK1?df9*x?tY6w#qgpC%
zld%E=h}G?Cmugs=VR7md{Hjuy@<mZrw(6jMXP?LB$9MvNVQ_p!8#pI)tDEP_Z)w6x
zSINsJ!j)WXSlAWu)32P|FBZgjoKW-VOiTIp`L2F!Ode2f@tZdb05`;|M%*m`mjAR0
zYSK&GvFp7ZoeNMtiE$k0mgd-Q>OVkTd#$iJuzCf<icCp-BFJ_mk{6%8Q0YlLtI2gD
z^0T=3+kkXXR4y*#HRdlZ?K|dwDx6?@#Nw3ek;toFI~TjEy7H-omzkeGo%W*GY<lst
z>xj#EnDevigX<YC=V#WMO7uNEttnA}%GZU#j5Q-M1;t15^Gj4{@V<ilBl)NgmM9@w
z&r<0zfDDw3?y4fbuh8i6gh{9BlWoH4j#-`0<jb99?U5N77kBp=`v`-}$y?rc1UVCY
zcWPdK`N1Vl$l+EU7YhTgHlnO)igTzStOhD*=gH-qn6W33QJVBvz$ZZ9p7a9TDc~-E
z@0Bk-VZN-X@}BEl(zjpz*^QZRoSbeale@AD(U$L1Tx<0~wt}3v7OJ09OSPe64^}&0
zV>iNgX<BM6K?F?=6?ljH)<3M#*N&&*sxG=n8(ww{a2A`M%5k(@8@MSZmf6yhxBq~u
zg!JjY`T4cwl4JkuXOFg8t9AtzEB1tFr1o9*Bcb97qWR5_^~c8_gx+QVWl??3y)&;R
z4r3N3<8X^#zsUGH-6QWV{(oe>bzBu)yFZL5Aq~<Uf^;Jd(%s!1(jcAEu}P8cl5Xje
z25FFPP&%diUEKG1o^yVmcm6Pdz4tI{t?T;MnrUfv(o6Dva;q%e=^%lu*UR~M?vMy7
zUsj&^J<OKgo)<o;7~F4|t7)8d`c`^hSLogD;k<ti`~33ja1cg)T0C304dwI#fN!mJ
z^>JYKB7w;Vq)<PX9WJ`*KL1*K55K&e^i4qXQPnUg&{_5HAf`L(i{gBULLubJ5rd>&
ztfLy_#oUi_lvG}AgUI^7$3SnWuOEOocml^zez-iG6-ODU`zFT=*=aKjXU&8^G}>$S
zKQd^Kmo=>PSZw=CPxxG|mL7j10T|Ozo9fDUE4Qi1^;Uows&)!27L$HCB7P_JXJ7L2
zHanV-zclCUN)=4oXZIJ>1MQl8xuK-7i7%9gCB?6|+Y-SG9=Zh|bp?GkvH`rDgtIeH
zxYowIo_m@r7rg7>v~tuaoh|tKJtv0+6hqy+$Gb)VOTU4afj6ylX1A=O&7GAH|L)lB
zwEU3CSu#>|)x4DZsd<bGEf#2(-x?(PsV=<yT6GL=hKYI^QK?JvDpB_qSAEqL_&g**
zKP$ZI@M~jiGp(34%aH`$b>TZ8ZiDro57Zeo9i4*G%63WcSOA(18|Z=2cktlZ1KE)e
zhZcVS_<6|tI9_@Y+aPzaTbuO&)hR;V2$m`bA76#!+mg<+PFo8&i9%@B(0&dUVz9nm
zM@7q9dGoPyyvL9K7)^s8_0hqB_5(8}0<EV2=_teX<Smz@(!`^}eRK2PcN|`A?LFPQ
zwypENq9g!d@Ks&~z2}&w#zd00=X^gyO^8zRjS4&$eJ`KWnSh`~O$|#K7+%O=d*{dE
zv1>0QWVwX=xQW+t^1AT$L|Kw3hEd{RZS{Yd;o?mu{LRD1nj`tU3*W>9JxUAO;~hoy
zE}F*2J<Zw>9G+=2WDA!C`JmON5l1UXe}P3NSAN=xqt+x>Ua`2)&^}4*FPpbd=I0Jv
z`F$b3KLm+Vm#K;PxJ=sTRsy@aqJGbtUx<T4mkU;#-hT3*Q*BlZT<zI(L`I1ov5XNn
z*}I7ky{OP(nvLSr&7G(&&QjUUM{uskCy)^!R;lDjb&cfL<?;}WkLb-G3=bQP`nIxa
z`nF`^(;Ivlm8m&*)ou|s1G>`i!6M)jr#ifbMhy*&5H+sYe>GZZh7;BIZ8SzxH+~{{
zqq>ni{Kw{JXAl~!`~IuAnWxO1zCx3)0wlXN54s+OJF|uBO;~Y}sBz(`t!{YV5~5@t
z#|!5m_WJ^B>bIyUz?nIUYhBl8)_og}y%^gTA0lLXFp=bJUqP#ETa%K~2wV`BT6Y1!
zqO5oLYphp1Pn|)$JT=t{b9ilOuz&S+oTT#%$=_o8B6$QihI9P&62+fCJQ~^+x$>(g
zihV@MS$d6G#PU@7rKmB}A9?pvfb$VShfRYGDIUcjC4raqA$bE*gzPNnO6>R=%(%e1
zl8lp-1xAya8cg96G8+KJse8p)rJyZtZmRSv0>Ip92+rBTb9vW96wC+B@^Tj|YimUv
zoi+gDo^vC>7jto`qk7PF{X5=}InhA;SRioIVK?o>h>bbC-Eq>0?N+yUXm9Yxg$Cvd
zL^>}1RPq&%`EEV1`6lLa9X$qyp3k-&XFR&$D$0V7?RW^c-?3iOgokQBT_m|_ZeMCh
zA)r@u@;$zKQd)dGu&urAjgRr(_K1p-x0?Fq;!!qC0E`;TO`RuDC6G%1B?=EOf*reb
zvil!#o|=H<VKel6m*`kck0{ISbAvn*(tZUfN@ITeu(q1j1N%-;t2Y~fhU^V(?aOH}
zJOdXo;V|19Ua)N&%;%J?opb*5mtY+Vyf2=pmP!dUiRj(LZ&=!AXXUFHJi9V|dt@6S
zYJyLk+I-xz>pQA?<-TwXBUe~W({MLFd1&!l_itN>>v~Bxd3^D)i__lNZvi1|xtY7S
zFa1BKrdh}L;V0gmcI9N_r!g*-THw}AT@k(irBS+f|3Cv;<n*k<gCHF)!q2MVk9HMl
zj|WmBA}$Me3W^>;rU?n@a{-+nIn{)9gyrH2Bxpd$hno$=1&ama1~n)7pJmU~jvtB|
z7Nywq%-;=#YJqp9yke4W4@Mo7-mBg9&@2_e5(TdP>0A!e62bF_S^sVf6`rRs@qO!P
zernTCQdZBL^U^eUxUyhpXU##@J5%MrpS2E!bKVHzez;07`URrwYBG#gDgg2~W7j>$
z%YY~PQJtx^`ZNr*yTYgBt>jUZXgT|=x^v20O0Y#mc}0{IEqOGfsJPh4yYlbB{HLi+
z`E=sRrs}XndMh<j=8LNfkPO`0`8Rmx%3hq8rzDf~y|ldiZ@_1z%*!L*Z<WWlDJVpH
zvp_X2UiDtp#tXR;e5uF>^c~OJU5$%C3DliGNeb3>67hD8>llDPK;i@1Uksmw-#;y&
z07ZlV#5Hy=Ouo&UU3bmRy?s$XFmUY-!f+A*+*QGjROfSE!NT=BU*4yA&#ZO#q`9f!
zOzwRXmK71IW1p3S(R)8F8~pYCuK{K&4mbUH{5=q>AyQURDHrbi3@U9QW9w;1h(+#1
zakkN}FsThaagv9?kH1Sh`C#{AME?dp-|G8RONdP1)-RYnaGgT>-i?l>jQ0!*Nlo^c
zif)g}5pmk#*syufQ-*$%R#q{QQ?An1vrVv~7rZJd?Jj9(Z6ZX1HJw`#J=PuPOUU=o
zH}Q!oDPb(rQhB4UHxkV8T;d77FnyojPetCh|569Hl?klwF}c1A-Uj<*J4n9;>{)b_
zoRtkdci6?jS`oX)dL1E2+OK()L7_4g`vsjoS=r#sh29Ovly9E~ia8<|Xwf8tLPrk}
zLq(*7x=!7_dG6V9k!Uf(se*H;x~R*oV-$4V+b1MdXT~T*sqzp)0!jq@(0#jDFQ;c=
zRSh%>UNU8lk9OSpgFyZi$&V^PKxpl548=AY5kmqZxcOEMnYpmM@sq(`t?&5B+H`+-
zwiipga`3FBl&J~RQ5s515aj$6JEZ`8EGZF@^6!`58nK-e`xqeh4O*)k=sm7P@8pPL
zEJo9(QrNalQ}ghNGsl}ik>}^k(Ue7?zUc<&?w7lOY|}TMvW4cVlG3h{;+7LvdFDpd
z7y-`@4K}*P3#qhf(?P5yl(_IkIb;u^n`!t~SSWCMf|3S0Ivfw3(TdcuPETNVPXVdl
z=s{7cqKw3x<~eBhP60*1k89)iAQ{kZ%ccq?obMZp<H9YKaSwhG((s^9r`N**`)2o8
zh<vTR`L^qH@|P-5DxWRqzf3=pZ{6hncI4@3fAOPmv$b_Xb9Zt1%dMn_r79xgD3I)U
zXJ0W@spnSxcs@olp+<nce{{r|v~<;s+4^*Oaoa6;Z!Q)z*S;$!^Bi{btGO^bJowX1
zs&DzRVrp#-7wq>HWyY1fvloZ@;0Q$IkA{X{Q3Z1I2>~@Jad1$7QU661M8%SanCxgN
zpZ%)SKA8*DrxUj6Sq<y`8G^=QXsDB?TDL5Jxddd)&k76dc@$Dt`GL?d2xeHO$8B+K
zG_05~SXZJCsvpqdHlXGSv}j3dIH?Itr&zV6uOuZ>ze}}~6u=LBt+(&<cpSf^y2{j@
zWCvUHw<*d0IcjJwaswRBRiRVa;olGiA80N`$;u{IznJQG5l$dgm~afESN3i9pH0C)
z*NVOO?k>j|94<=>ww;F=2Z+Ks@vHpS_A+<h{$-66js_m4)4Rr|!5rsAA+jXlawY7T
zIu%KD!UGh^w~8z8QF2Yo#7?hAH>w>QVj8lasNNN>MLXJSmmfucS^UyvnC(6+t9~hH
za_;o$oSGFo##%;UOvJz49ZA<H2i=47=?OePr^a4K!mi?Rrjb`qi0quRA5);n^jhg>
z7*PR=LrZzt`K6P-1}As^<OT~TLK9|0+Ggbu;~xg!$A?e+t;2)pjEqlw9Y>768CFI!
zW(Tx3HH-Qk@1AT=p9)T+PYXOeU~v(m2FBQaC~5|k(Jz<Z{ockiWX2@pZGj3F6aT%n
zbL_51ebfBgO}AYAL%CAdh};VW1sv7#Jwydm9Cy#=AKl&a#t5-7Bnm&i{0Vh@@O<Cw
z9MLn3=QCvMjh#^WbA4reKdRA_;U!roaqgxjhixV?oojm6mPpcgwl<mo;XHo(QN>l8
zkG%Ygie3wH0RcpdF)E||`ZGyzB}PYx{aa)VmzOhg6eS@B@%HVFm@#e-g%;3INVnv_
z_a8kvz9d;Ra_IBElRyPm=kFQvxYaRzHUn9lBx#aNjyheA5?zimO}08thi`DGmr$O%
zu+P55PvyHi=JhBJcWYyv>$?&tOgE<dWx}!4ulZtD+Ki(a3VmI@eq{Xos2?0B-2O<f
zgcWT-XcOANs2WZARSsN=s$cd0R%p(t8V?)M8C@?((h#YL%{5qUww!3i$QpC~Q0yQK
z*-9AC^`M0Mpsh_@f6Nu*wxSbLMo(0tb|IGb9zCoA2dVh$CQ`UvKZXvNlmuJ*rCm*k
zgSjS}L0{sbOgqkR$=_0$Z+aTP$EdI%U-!iRVrLnb83$K;lQo}j%1YDPs=M}QSKFIh
zxI8GU5&>P!`;nVFN4@4lapbOZ@BkAt={pGnZ(}Ko4`4RAP6Y&zW9}f@V-0Nm!69iJ
z8DYyFunc%#2t^ftqh4$?C`DC!v%;2<NdL+Ce%my+6oRB&Y;ro-mG<tXp6+jlFFZ?*
zy!Hwjk{N_+J11jO!WIPw>Ow^jNLi!98%{(+h64{3C*yiklC5o=tTMVr?syw>PvXCS
zks1(u<-YkL=s+wo=pPqs7#V#S;>sBsU8?St<bSUmTfciJ(YVAn&y>Kk#KLCgRD->X
zcQaSLKUto&>_f1Y^)!SL9gPBy+;sL<UaHvHxBZ299$u4&XJZqsqM{;vU?)7=@Hj!l
z+FO?(#tyU)VG3E!tMK^vmq@S_2#CjgG}<-x$iZR_jFF8lHNw!iBj0$<Yw0|ezL8Vd
z*=HmS<~wLSeG=BLXgu@CSLG36eA>=ygA8T#cGFI0yd$v_lsY1f``}Z{<uzE-Z8_h{
z8iHKxXWbMp>uLS8dUWYB-T|&Om(MM%d}ed>*|th-x+-7J=Xs=}UkIv2YtgqC0qfh9
z0ihD7;kF8>NpOih0>dTK{jp!ZKpe+7=*mNd0+MCTb=%XUAvh`yH%>f^2J#Zp(xc^n
zR#xmz{yO=`#1MFUFDW+I!8|XsF@=ks+N;YQ^kB}_TbMS_Y0t?}vh=J<f~^NG_#t)T
z&b2ti(_J_{bnKsqCo=K3TZ6~f*RtS57<uGV_LsOZ!Z~YLK5g0YJ$Zkca6E_>&l6R5
z6}b0a7L_35#lp-MzrUbYh4-$R<R&MlCDPAi92g$92xrhruy3CafBi-~@n`ejBbJH8
zx>VLC-b6<JAm4{Q<JESq^FtLlGO|{vtg!zaHX?yMopWavgfcc#$?=YZ?)FFThdm46
zp!qzOktZH7@#GxL&~ed~QYQ8xvFT-E#<|#1gWCD|ze&N0!^67)3qNqsvf1Py3sQ<i
zOw4%l*V$iNMfWE*Zjm_fzZ8ox8~WU8bZ2-Pn`n-%SG4={mj%9IG}cCP3U;8uia2Uj
zbQ-q0*v8z{pO*Jt(R^4LVKM(OI4Ao+v^e;4xMS0+ynZdZYk7%}KLSCnq20~->yi?N
zuJGP(sQ3x*exKuBsjaYFVTxhYcD!`cXy%k*X6%%srln3H=<rup!^&T_FPE-#w%*=Z
z&=;pkzmR~FI=!C!!qQRUBx#S0Ad^9ej=$$oiqvQ-TOht^a{=?KxVTBPX^-0Vs5xk%
z4w}WzhAk-AQT8i;GFLlgdwLV1f!rY_PlOr|dRmYNK@2%>1Jr}gY|me*hxKdt-grAZ
z1W;}yOkJKrSL#0)1eKL}W9}ft#g~RoXx`r@_$=<bxVk#hlxvp<joEHy|7yUBD^*3H
z#*}wZ|Cy~$XBWkRGh)h0!NG8)?$4meN3}ZJkK8U`SA_0y?DI7xB?b{pzDHq%%L7R7
zpP^l5e7Pd!UN{8~c%i@@MR$*;ue05xw`1w)gcAjy-Znc&i&|MR&Q$RFAN$P(dR_#u
z*jT>2zAGkf$EbO&ug|zM+rW5xQH}`3<+BCrdej<5;=6<h2M5P)M;KCHUP}6Pb0%EV
zSVmOTbO`!hZLV&6vfJKr6XQ+odOvEAD;cLo%v>XTPhY{hvJLIV#$;TU{bx~VP<52Z
zBm+M~A=AFHQfx~Vynj$Txomzq&^ou2Hg6i9*^4b__~7gRf=7?62Hc${$^Juo1)7J4
zr{$;fC;BPurB77dUyd^}GS<psJEzr9nugJ(gH=v#;+;M^N|g<ts{5Cv$(#<pOGw)=
zr?EJVG{diR$^7*y!oqH777GV9kraf${>=hhn4A5<@yjrPx0Qe4<b)6*<7>}2g@q|(
zps2f3I)(LETGWuwb#XbrBHhlIvRnT9Rc3815^D;kbTFn<@SESPG+(9PQ76csoI5wU
zd_kpVgkz$Sb#{(j;wh$&Tbq$}EGP#946R4@eF55L$r-;%n?HA7{d1?{E8A$|X788h
zAsbrk7q=S^aq%ipZSC+)O}D(#CNh`)fq}o(<Lc7VpylPG6_@E<UD~zm_IGxmI2*nM
znB0sw8N;c<Gcq2kG%fSdcrJ!de)+4}q<bs+C;yMppD~H`J@Wp$V^>U~-aSlA%=JnU
z4Tp0{KKU%E0LE3Qf?A}w=?BG9by6PJA{0MAwUjK;y{Q%y<4mo{QVj~Nb0aZXDmF$v
z>E6@L*IcgjFHTQW92{av`IZpT(c6nu3ZXN7o8Nm66@Q=T?#2@n>xKE_W<YIP4trS|
ziakQRe&OaPcAQx^UaIqTNAf)-)i*M1#(Tu$)+r(9uTCs`DSgRYj>xVDtzqg6bdYEh
z4R$LSRyG&Z4l*UYVm&srck=IQdJ@A1gd1CUDJa-b*H18rf_LJU8gs<tD~J<lJp@mi
zRjpt)-muD$C76v{e&zDmU<eBFB&Vc=8xv@NR-tl}NT3zS%|rk1!C##^{cw7i-j-_;
zo3Y^Ym$qH&6B^=*H$J|`Vk2>EQQ3|&tfr&^8hYIHgcYL0g*NO)r5QOH8RFm|w`6Nv
z)P1WT)lR}-!O7Vtk<T6Y0_}E1`Xi{BnT%lA{XsX-<RF*XUL$SF`#h^X<UZ(xg^geB
zF~nV_|B28k81vzFruUOc+A?kH+dIYLTpR?%s75D_m*5WAx022w<Yg-!_#KCWp##h$
zvIn!co$Y3vM<QfNU1PJZyfV>*F%oSHSj2a}M@OUXB|_AhR%o947Us2hIE>#mz__yP
z<{=LZ41|K(A9zb<`HLAzjlx@og<EO&?9#P2c|wla-1!Y5k2h9)p^dnH<_n*@UqUVQ
z=nl@mw{g9kyyiXp+u`9*_4~@QE;s-FasCx{E|D}ESENQaZY(_*{_~BDO?X(CO)|hE
zoL_3h`q3EQzb{vXg^M?9ip%dEjGuM<dn}sHpM(_H4qs8>q+0SjSbBYBXRe*6i_Wtv
zn2lTzBYrTl%!a7ud-H~0t;;~`js47s(*pR)ckW&`@fCp<V=1FD?Sdffg3l0T*n-K|
zb`?(79xXz}&H<2GB&!4r>EJi%3G#~blH4nY&dtK6=6@*Y_P2b8Cdux$I&PYUE$euG
z|G|r`WFuu7bLbZe`=UJkrBaO+=BqT`^Xp0z92^-}3c<;}g0);bpbxD5bjn&#(`cif
z;~XGt*F<s(a9O?u=GfP?gn~fz(m-_`sPcNK`2}cG3mm_!3_V>%*DE3X+IjCY79OEI
zrHx~iaCn5t51%^moSHDf+k%QJO!X;9ygW#E{Z)Z5LW1<`rlq(_m@CHvP3U?X{unJm
zBs8L4tDe4Z>$9u!>jUf7v4eyY*+SH*?~(iGs^x;QvHk8l?A*7PSDF2e(2VeQ)<OBK
z{y2qqu!sW(io)}%)8mC76I>+}654>AHoKPlBNND*{P^sdoA)&p%8vtklsKSxs$t`h
zV*hlVH)HMhZ)%=Ix#y)SkkNXh?$OSl%vt~!5~CRwVU$Ua%p`$dhoLo3Urp&~B?fEw
zr+IT{p}l#BT2wS><2Bdh)R|a6si!Gh`*QFzN?5p+r8?`jHx-jM&%Qc!>{h6SGdfQ$
zxIXD-EJEL9;==pyI-7`(<L2&Cw8SI|JQ#2Gv8Xn`(xUfl;rz-v)K;H9pp1!)Z|mfZ
zh_3W;d>`_Rk1F(reoR}ZG<tHpoPASc$ev0XC%LvqCE-xTD=fl?hPNA|US2}VtcYx3
zk+QQRDyqJIefo-C&+!!~N#J2twC$-Y1hiPIX$!UCn>rh%$FA$8#ciSz)s{FLQ!H+q
z=sks|o4eR?n&);T1NnqZ*ZJ>l1OguwW@!>!q~2nPs-6moVv!&b>5@Rjg1*^-qSyN~
zD`tIo{_U$*MdLYo9PIY`ucd<<tLH^gRRnonUF3;mPh%TS?``6;+K^ez!2hVqL8dp>
z<w{@*){RJHpv^Ob{Dk^EWnpLd5HfXr53xPD(#X>oqh`0lHRm*`2zSSh2n!nsX=?tN
zGmRY<O|}$_NK>RbDC3OeDGYw4xfVf`yUTtu3JQ|PN7`Q%SV5Pzr5n9C+QL+uoxNUz
z!;|Zt%I`5SYGc17Lh`>7=9~Q{W8lXTH#s$QtDQ$G{`CSs;jcPgxp?_!@p93E2>tP*
zuMQeGOtndnPm$tpCMVBg6B9$f{vyo(wnfgsfCHepr1T8=aXp^V2q%G0Mg}OS5m)go
zeRx)N(8R=};7*M&1)m(jLw!pLN2TATapBpsro??o4a_IdUXq+7=Pqy;G&B88!B2q-
z>oZZlm^xxUfF*x&;t*08ipZY2(Pa|Vhu7Ij4Dg*|DQ53e35hM$<kgBnOdLxT8upf!
zI_kt$LBXGOzbu=sTo@7V+9?rmX2z#qM7SK*SZUS%ieK4ruo!tGLQ-iMm_I}n6@9Q-
zaY8v<RKp?)wTlNsmOvL{ygdpzIaA3|DcrlhT=W%|i8(H`O@nW}yyZ!wt%ixPX!G5l
zcAcwv;0uY?j@(u8B>!Q+09J?P3_GFMWnZq?nKW2Mh$+M92J**IubC>kzVvo$h3U$(
z<6D@TRTo9~yhgp~DrjV%U<nJ`p+ZH)F*W@i9xZe(2^LDMJ3pcl$4hB5AJ%sgzqj^e
z%=8imKvz85Lg_4;kU727IaF$KjopzH{qLdhmij}~zSKPY`DUH8s(`sYSHPQUspLCP
z1xbb-d<}A$ubFY7sS0wzfC%`mdSk~;-!os`3FVrgqrZ+zEA0nUhRcl+Z+q<B=FbEq
zz&8edM}vV1jzvQS6dr<dSV~U%;brmHW45rc$I@TFbjx&IFnQhdgfFaoaXD(xOH?n>
zi6Hc%?#Va+l$ct(D3%i2mesXU)3dJ6K5SQ+&wf-rQKI<vNl#SO&`<Isj}PPP>5}Wj
z`CGu*Cvto^oGlHIp<>-B2>fgWAdXCBfFH5jtG^~%&=4_%iYfSFrd*7Pi#LTvVS>K_
zmaFWO6K_o&3@#rtez~@qxkg|{MA=cyz}_R&=b#|^GCeow)zPJ>aYco5kLLH_8FHjt
zWJ>eK;SA{LaZ$DTP8>?cCR5|>{6kA+N=tv(%e35}{fL?)#?chmt?{E#SC5f^b}=zQ
zA0n?2CZjQl=0!<V4gPYYBw8Tke~a<M26l-<`qgzYI$@E}=Sl>ZynwYo>(ERJI4$kW
z3^ZDhQVljoeip>=@cFQg%;2wI36o`e!M(ntQ2<{HPAWw7_SRiL{1XwoX6WwK(glz<
zBjb#L@EtQiri}X1Vm7+?faLW@<=f;JY(Y~qR=GID{#fise(`7pKr|ZuhQFr^-H)j$
z7{GcI2Zk;;w=VYQ;n)0ko`x;ijW$ZHna!Ns8XE`1`l~hlvfBOe*jzh1g#tPQb5AEB
z3=FrVe;c<`jZR`=ET?N&Ay^DQQrM)Dxj%6NJ`9Ug1X0Sv*SYullpy`0T-|NoWo72O
zHIaXbn)k_uwe`s)BEv+!QSy$YdZpi!=k<<X$0E3qKGgM1@yYOj`1SdeAoE9M3&0!$
zTExTYG^Rk+=iOQ(_21q4O(`n+HnXsh&Dcccxfi?@ysyGB>3`2qcR@q%Ae=t=O__$-
z{>ZQ=Qa9jgWj`#HL%I+u`9EwiOfu-!CBSh<lMkBr)Ki1jD~oX+*~bXoJn|SCvHe%V
zfU$ccZ};LNR?@~KX#$V2;*;e>Tv*u8-UPZ`E>HRw{n5RfKmQ;>eFkI^^gbZf1g>{y
z2}_2B_Qv>-lGjiL2a7+~fznyRP+c;yj&_&Rr8)EW+^&$!rEK4eD(62+e4HiWJJi_g
z+D_P8_B<g|Nh;%Yj<0+@^Kibh&J-ln%Q${4(w%70ZNOWr6dyhb3By}KYYq@Tn12Id
zYF`TJ5oNFvgUQwy(=NhSaxG{URmgQcB>h!E^a?-&nMC3))Y{8jwV|K5d_@APw81;>
zZzUCDVK)sd{ZE;`f3UH^SFhxc9{Xl1raA(JM2z`7yC=}YrHNJ(K(CA&k&zq_HOv+V
zRbLb!xwMA#?q_j|dVr|SYr2b$sjhx!^2gsV4ip6a3VQt$@vj?klVG6~sq>34w}MX;
znZAEi$IA<45BeDe_g-4JE!AJ8(0*;BKsCK1HnNpZ#PO!2fsPgcV$u(Rh4?|aZn3a{
z9lCl<N@ysCne<~goNMv{bT1|@F7WothHwx7Z1AX8!fEPiYe3wHX(;WzXT-*jj7<XB
ze}+5HK1Szb{rFnvm3}}blljcpTHEwa*WohOw+k_dcH^jjD<k3Ql6=}C{!v??87myK
z4Pc~fN)4FsqwdFT(duXSH0VS`0eKRe;4gX}>69Y0-_gCFLXEphtz%OYA(?vC5z(g8
z-agB*Nu@v)C9bHrREb#05#czP^LXKP)tCEm%3;FMCi7X|NR)R*s`&(d9ZC5S|H_86
zXUyU{*1Ze^M21`wH2$xk3cPt&xtZa{^L5Yj;x<=VFN@O2F>bSPK9Kou3gz|h&5E!!
zv4Q_qW7C2?F&LxEjliAx;*cF`)9y$rww2^MJgkRhmI{fNKsYW75hWKY$M<jarX=ze
zunWT*UL_%~;h(KATbnz5MaY}_d2Wt9dBi+O?OgP5K`0Dw0u77KGdx;S)O1QdtI5At
z24(Z-wDWg+4J-q>;}K(C&!QOy+Rc8CyVC=<C<b#rHxIUyk-7U>%Cb3M1X>&zan}mS
zRcHeS(a^Vt_6vHRhDs`%JAi^08cHKB4@;n-<kMTDDTh!tyLvI%ZO|gx+xAJR!+cmw
zJydC7GQH~YGKm&3d0lmThAPYawF`a}DMcx@rDlOis_5Q`qwiP80JR3{^6<Sc>X$Fy
zcV_Bfn_Ws@7j#KE2<J|A_K`emm)n490xd3OSjidF=q*OL9=3{h-XSmJ+MSlyM7_%^
z-&Br)BSCjOgs8bsq$mUpnY|bJHm~5C^6W-FobM|UsCBj7w6=%JR2R>+abo*Dx?pMB
zzUb=WQz|uw(yl8CnxG(<S8G~$04=lH<<5if{tN*FqXy`^N|o|3zhY4OvR_O99Dz*~
z_j7KSjnm=Lo0Y1)C;q(~8@}AN@vW<F^VbNecpeJo4-7n$Ci~ND2ruErBtRv&xzinu
zh>*ShJ9OCSOoJRx<s$qUOTZ5*8$g2l_T9*l#5w5Cx>UVa1{b}HBxMq=^(fsQ>!)va
zS11rV9z78PVZ|WP$`w>?t9XH-^dFp^;V}`2&6#BI>)2{)5Jf?S)MybWmCuwHZAnDW
z%|k<<=XZ0n$S>G_Mg)p<>cqXDUtCDLWH64h0_L5#$HR~yUGU>T>*eWiQ9<&hhXP7E
z#lMyX__Guf`@sKtUklJu<S86{mZSaEah7J*+xkdMqR@f8NWxppdON`w>2-bjHx%S)
z4(rdNPE_yXgCjLHwWws+yS-m1U9n^r=)^~64Px%1qJL=E*hmB`c|vS?8MCc|n2g2w
zf@u?cMEl9<Hr7amYQ?dtKiSi3bCka2k#CY79q!E)lwVs*asOUv@Y+CO2RZ@K>&4IR
zM?of&B{n(H{>B1zRZ>t0yG&U(*RnKD{&4a-Y=&U#@kr!q#87kb4v9*<Z4Ly>V}C|%
zyx9dyw<R$=YwM^#fesIMyn_+Q3#0nD;DWiLS<RvZRAi%dJh&p{i8F~=7QO3>w2B0f
zW#Tj}6JBEW4LbTfm!Ke)va-{Gt9eQ;`5QtaBGLZrP@vVh9|s~kI3^km2CTd4fe<|?
znSzX5pEK@ECcb%?wchI@zPiz|K-c$RP8-o|yL{!V??aeC=aDB?>u{c?9U5Hc*5pou
zW#H5HvN?d<*-`_GiEnnP<mvqhxYNA}Gw$ii9Rah&CFz6`y}Y(IqrUe?tlO)~&{+d(
zI-b!t9-DRb$+tJ^vKdQy&X_H6nVF%l-}v@r3tgP1CJ6fF=0Y=@?U_%o{7erFe5E3=
z7s9!6hg>>CERm&OCniw?9^$Cp|7nb&p#?(+aNEuPh9AF*(^&p#yEduM6|MfCipEiL
zV=^>)1{fK64b;(*wCP#f3oWkN`A7pl{@?^U@x(n(4gg2Zx01k&N@;0fGk@TM0#~xP
zVf9i(G5dmejOxF$>W<RI`9s{qE1G_GMVg_(+0B%X9c%M;6P9{~xjS5{(qMVaUEh7g
zjiQ=RItUmv6}M|AM&5g6a@hPPcXO`w_CmycG^XflZ*PIoSf(Z+mph)etq|BvhMmCT
z@PQxO3mrXyB5xwdc9Cgqd%7PA%ExQAb5g8(-u}bWeC&$}_rqm_!`z-38`#VA)_`6e
z`5!{$ohQ*QCwovsG%9s)#UGna9Ng*$X6fPJUgL8jh-``*0XkUaIE5EU)Ig}OUx7Q<
zL5%+k6`d$<#~>hZ`E&wKFMA5hc>XU1F0&<g?m}rq=gYhs?vYU%EcySDCn0PW@h8)>
zyg4H@ABMw1EEj_MuLpUmfsPb5&<Ar}9Q!r5ZZEg%o#P*A9%11nF)*{-AIc5JPl^@K
zJyQP|L7gmw?kh3T!Vg&>V-fX&rylOH7;RWRmsd)}5Fy&S)|dIYDI@0I7bEhZ%?7xw
z9{qs$9xQ3B9{ku*idsK9qUVVaYjS0H$<+QGU#0N;LjvuLVC_fH5R&;V1S@o<BrJ;x
zcevg&2?)GlYH!5P@|k%Fv@A&US<hRH*T42Ql&R~qX@IVu_E$-R@98fsP%FlFiWMgu
z%f2Y@zDm)J7#{X+xx1SzF*7UEc0mG;T8=h{An1#U!i-`<LODCQrrWfk9_uaKUI4L?
zlVkdslhrt<ab|%VDxw$owrb}o370ZZPrGRIFfnNir_YmY_CG~x38H*XN-F)o{3M35
zriA2C!0Tn5^{a?z;rDO3*>Lg-9|EpI>qMPjW$DzLPJLs;Wi|ER!MzmQ`#eTvkDk%R
zh=iw1vO03W!~+|rMn}tP^yJTFv*eDiQDOS58;+!gm@I6!t?kj`5XFQI9Hn!o1!2*}
zY%JZFe*dTjlO=a#<hE&5WCL&^kiN*dDd9ki&)xhQUbX~HzwC*z7~PYrrAjS8w2Y!}
z_4pWe(tr7BXRbbV2N#txNoJx{0@L#%OjuYLJCR;6a;$wW;z-Xr*FK9!kv9FG5~aKw
z6vu*$&bC4Gj2p-JJD_uNGI4poy@tM@&fSbNoG!gtAKF!*0B*$@&SQ9G$9%XzoAu_d
ze%(J(3h@Mm$-ji;?7~rG1G#($x9b^qRWUP7u<X3}=2!O;sBT(@UQ=$LuE_X$-n`7J
zpx}w<g|wtcYpiHOP*)Cvw3S+~kMvpD&Q2$Lrh#^WukTx(u)|d#UPu=tJQz3_LkILm
zi_y317aEHZ(Z))Qx{{p)_KyK1?IchJ28-M|SCc{N*XDhUvQHZyCzNa!09Xb>Dnt8S
z1<C!rD!5pwA;{ehCu>;FJBBy!NV2|)l6T_7dl~N(^<F>jx1X5fjrvWNTg#OhJaLAg
z*pl){H+em^$-5uc)oC_5B=1na2c`lf`h%-Hklv!reu|1>ciU`vy{xf8#C{B)uZ4|>
zHe!Q*`RlofMSA&CVh@ubP{tsG%Kh&VhgFP&6(rKXsbwrvKy@TeMKwJ4d3Td1M>-Zv
zeAS=MJo;J6M-j5QZ|0EO+9jP|k(cHJF=c4x)AeRd?f4&@T%|l_KHhp7VUZhw&wxXK
z34h<Zhx<6^grY`!XE?BC30xB#B8ZLRF>zg$-2+V|(Y&VfS7n#$dzay-2i(6G!MIEB
z5ymcyP~pNwo#|WZeP+dmuge;CaAPQ`B?CG2Z6Tns%-G)(<n=R(^hRXjVol+8b{^$!
zqAv@P$7PG$S?!Fs<I6u}gbk|H|FC&)GQ2|-R)R;$L;QMccQ-&o-wrvjGmOJJ#$+52
zvL$LHKyii3)gz)M&J~|aH+hX?dpm7<ODsK42y-uGJs+7xvHGJoCO0=s^7WU)uhs(L
zQ95JfN7}I8e8%ORF(GaMiVI{k!_>AD{HSTVYjmO{V(Mtd&bqIpE73T6LsY10X0{6~
zAJP6Q9ul9{*Cg_L;H|~NAu`=*_74%<g2*AEp|&HFnoTvF-?=@3CeyVV@>7jLO8E=+
zn|BqxF<^N&G}t~cSb>w3NhGX+VCZBwCOhmsHLn-U&KjSllf|C&T$xzUR?v#a=vyUG
z*0;CYg+-(E-Cp?RS<m8whCu(Q{e^NZSV>egF%ag;bnqE{MqstAZICm?Uo7rh%z*!#
z+*;e7-k;GidtH)p@$iI2{}*42o=fgcBXpHqyaU*Yz>$>^?|5W6M62@r!{@@Z9WL;5
zs^S&;BR`HivO3#+92I$Zb9`D#u5GLoEZOO+$jC7|0Zm@KM7;L6V1fFuy5dr0{1GW%
zS-)G<tk5IgVK~$82bHwVnKNwJ(haz8P3!08gqJ5Xv0L!x8_60n*>u#RpcCTYr0h^X
zg{$s;&RotLul2%|&y?=LF|d^YhC+A9FA0cw!og*#PK_>y^((`^S)bVSFM%Y!a}cJE
zg=nQQcJcT=EHMd+PE%G1q#Xm)m$$Rsqk1@}8$+e*o0}nyV@?<ZH8%e<{x2SB4;DU2
zIU^ZuY_d(%n3;hBLF{_i6qM1zWVFTUBPLM|-~ZGeozOwppI&(ji8elUJ!%hnMonE!
zB5MaW8E|4l3&41}HvMUSf1>AieLJ@T6EQ!}(`ao|>hQhnaODjo*3c~|$UQ9Dm}PR(
z>2%L}pLxIk#d{4y9pkQR?Bvr!M(<mep$VBZK!#qwQD5J$^jg&QXMj>I-Ux&wDU0<}
zYpi3njn|pDfXjzwVvHXiZQ_E7K%=W`1{~thmKNLgZvq2AnPzbq_x^6Jf#t-F+LQ#N
z&;B9t$CyU&K4%U3P9-)`Fev2QTqgjiRA|*+u9tHzCe7cDnBOrt0`){ZOTgu%FRjB6
zlzq{Dvj2h;&$qOkFhCA^hP-qCj}sI8?`-%9<en<e5l2F9CuA}*;vHafkMT{x0~_qw
z(U~s?=4O@Yu2DK~R^<EglC|1F{sX6Bq;RqX9#U$>KspUJG^>Km00jf7&ekZ2xGyQ8
z0t^(@2M@lnPS9SE8j~@x?;n-KoFkRd)!3j66po`JBfaT$?{V56>^PfUiv9f`^2p*(
z`8l+(4M;d;Jv-h2jqIKs+$q?%0Zt_Jmqb6xG*|SO@ftC+?>0(!+f4au`}VFvX)2#t
z@(4DIVROJqJ|M2ngOUjFtO1tYTQf*BnXI=rHuOu5T$6D<pm_IO2_E!n7@Ti~T0-62
zz<QteVtb!`Wa9d}w*T^w7cCS9^4PPa6$si1$vb)7{@-KuhL7o;@3jmOp|rGkil)=~
zua#0{&Ar)7-chwLX@fFi1W;_(br#FvS?0;#nl|W344_HICMQRopYwrMG1?PueR8{R
ztCSPavO{eqp5qW8uR+Zt-h@9_Nql((5$n33pHM1O4n>)+a@qHoU<ryHDtPXW;Fs2M
z#w4c|N$75KU}2PVMj|JN1`A)pw_V5?Dc4U*da}!qnVh=lU{oeW_EHDzV$9%`$hA^4
zkj<>o0<Zkfkt?xP;V5qY4|_M>zs%@OkCLd`Ib5NydM=t|uV-sdMmTv{4A=OEA3u_4
zH<SeY88SYZ|CMPupUa8}ET~uGR*1~@okB>2tR!b!PvO2k`-Z)fxRH3vK``~IN1j(j
z!5keKm_(b^JBU%5O`G;e_m-52w*29a`~-&UyloS0Qfk<9+SzhCV>u>^CAlVFX;D!v
zTG?|b)#=0iArQjAP^KTl$8Ki}pK2s&6QJK1SOqtIf~7bWe-De48uN!PI=gC|ng?I&
za~Q3_wbSiXGEWoSvxn*Xa?ALzIi8x9H9T6}8F6*_pOM$l;QsE)_o)H+yiK~aJh01s
zhRhq&oU<E4Oqp9{Vw^tAwrneetN65>`ihsN648B|{quJxo5L@>kCyrY-#yv=HImF`
zji#&n8#MM5&<Q~`toBj0p2_$y%gB+f$`cM2|BCOnMkLYHtAFGM<*mNxj{#bOhd4yt
z-{|!`aqFyL$a#1`gJhk~_Jv0wX`%unes|to;eOSP3_?i-@5?EwfJ+I6dv`nsKbkn)
z!qFX1i8?)-uBy`5wuTQq!5a*^+P{N-bToXWXBxLP%>6vmlXl;O9EGc&(MFL4es?xg
z*UtnAF^T`X%3Z8rH+BYJO|T3|kE}Sn(uwIY8nx!n`RZr`B)zyg8Trx9GOasi%M)*J
zZXe#gnexvCGUA3me-ne|0|Xa<{XumB6y+bh7O54HL{$+I(?EbdN)R!a<t$?A;x}<R
z5Y3N86d4#=5fObVxq-oUvXX9#%i_T?Y|ggTF-<@cV+DzLL7ba6;R96i{QRx1*+n^U
zIo5Y}J_{(!_WdkiDZ;d^inRVu7T_q#qL04!*GHYW-od^BXqw;3d~c@UWw4P$LFdTn
z#xZ&f5Hw<*yW-eX9UdBjv2R~NLBv540Wr5*)b!Al)x-LIMwS{vK5H?MhJYhHbXO<O
z{9emPqOkI;cXY2RfJ}(koC_(oQwjzCuew9>)^{!xQjozc+s<4Mk>~aP@uP?P)dR97
zvm3mwo^8VqY^a)ApwDX=-%$fgK9NZ<pa3HAT=#wN4();Qn5$Mw3(O0MIC3}h!w?Z5
z%MK1}ce(Ep($fP+(#DKeTFJn-o5Z8KtAL#d1an4!`VbI)W!oJhT$}83J6Ba}i4LVo
z7ktpqBnGM~7x(=3UEQp{HDs*Nw)g8GKk(AHfmb*`52Hw{`BPy-_4QTX!bKtI<>cg0
z#KZvOV9_>0qJ^CyorXQ(@w2C+yhJ~pd4X9y@N=?raj{Oe!DM&Euj5UhKno#of-L8l
zRh<d{Qx?c`;Ytizpx@i@L*9>oEP$~3))Zw+4ikM><f-0|92V7u@AFgH${pHP4PKM<
z4J|%iF|`Mme^8qZJ~sKRe(m?Yt)%BBh-(8~tG}`%vumb&J7<P^ywrjrl5iegx%eUa
z4)Ez$z$!N!ob2Xu6Tq|8R_pv;%>NHx!=7Nk2!AzA;q7>9gF#+;6CQoWBqsjG_vwt>
zcjc7Rn@<;gsu+b_1jr}366dpV)|QH6mv;<+uJL@Y3;{li(Q!LhE0-fyKp_7~SL4>n
zMfC`@L5;q0@ypxuiog{x#q9T=`c9I?o~=q))RM7itN>xgUf>xrJ4^c5Ec(9KG`PoG
z0fd*Mgr!9M8sJFR2+DeZiA-yOzOV3GE15xO>;=?9H5w9BY+7M|<h)n)^<8Ifo+dlM
zp-K8$flPwOFa=)<)UK3OO}ozCsBb{VJcSFC!=hETYHFP6X*@*#r)0Pr{{05Z2)*w4
zyF`X4bfN;?Ix8(apb~xn(M9lvZG-Wgo871_bG@RkImjPCE3wTrfoE}5H9^8_f-l!m
ztzTpX8~(JW9G(S%ku)_7BC#;-I_T5oD=##XtidbV0@*wzayniT-}Y9n&poG?&SF-c
z6+5`1qOX1oO~It3JnOT|>kSu$<K@;-tgF#*GBz(T4OH(hG<=x7d&p%|mWci-Wd92t
zoeic-uZ<VncmbiMGiFaY?JFB8+BuGP<i`(-7J0v?BqMjs7{zeN`pc`l_O}J9wriz#
zOwDMG^32_?Bi~N}^4uB=_S7odMGwFuxS+BvVyN%Wr$`6>lwFaMWBf-dV^|!`Q*Pu8
zL5dcCt}4}GN2Lmt+L~wkQV`l|IoYw!fYq4wonBFA&k}_8tT|*x>69JK^JL&8N0B|`
zJ%cH^G*!_lDlEs1-!83ZkDl%x&4wE?<!hTGr&gv~V7fHBm4@5tSwDNixWu*awu|D1
zJ8Q59k))DuF}~Zr@vpZfN5e@9;XXszSg1pKPTv8At!pBVUq{u~{VN1W7$^W#|1e};
zSPqTr>7mDl(~1S1eK@m)1hS2aL)2^ReY(up%F@n($#--AAzpAXQi%om=I$OUOKve@
zU4&q6<imq^hJSEh%nwsmlbgR3n$7M(z#iG$jNx2=xZ<7H8+`cucyZFF(^1uP`8tCy
z1)hls=O2iv%m{?IHJ}|T#SI?$T7bY)2ufKDHzLZ$yb@3dt7(aN)%z7bT`t-JXQ}m3
zTgUtIMt%7DTP5I=VtMMMY%1@7B%p^m{{~&_B~VIDpYdYybZLyqsDhcGQHJ<tWMm{C
z)QVX<gG`|+kI`1c1GDF_GQBSIFe8=w|4OC%zkwnhKZsO2KYTWNu6Qd<(dY9(z$309
zzM2@9yNQ<21cz0YXnsQr(G4$Z)oqLopp-#b|3_aS@*n$l`MIT~c1IJK1?3>&OT^2x
z@n7lcFC~TMiI{qhIESA%yIJkYrZiP89&dD?(QdtpB9|2UR1?Yy{-mxZv8NM`u?o7<
zpoB9L84yJ`3Q1r$eyxVPpB);27;$t`UqgU+9wt%L4hkqM%gr;OQ^(C!RW}aT%ca31
z5p=QY(5hGG;t1RrX#CzLsPgVrIw#>mjUv$KImtm@+ubGSA)bHXn+u9#%}ZZjT9BR$
zi&i=U<VaL87I;O?yPJc4Yk^lhXWb`qQZ(F>vZLY;JXp_ZhdWe#agdKYTu=wvl`#=F
ze$4mpy3R+Y1~@cMTkD~VH5Y^nb>%;2m(xZwWW<%?UIU&J7Oi~5#}~omF0C;3CcUTm
z;d)b_@2S-%L$h3s7p*_$9f&80UNLf1c^S}yU>x`uS|g)Oz)<y^k#f4a+enk794~FY
z{5#C#bZKHPZ!-f$q2mYXd0^4wmOr_<iF^LD{u|P{<AbW0$DC5!hgJ=O^G$72?EAHW
znYs}l(_*yLhy?<QU;zI|ML<Vi*3hhi+o&)Pix$FWd}k1o6R%<7kVcI?r<^inu5dRy
zyKwN)?f(AA%x$%jz5e0t{&i*V_p1fpK@-36O+Uq>ck>EYi<f>{u9b(Y`z#Mh{kPfl
zqL++J3Nc_t7|m4$CwHtVobPMk&?Uz7B(unA8p?>i9e)O0GrS!}11G`HEF36O{_}!J
zqIa%pT81*}1@fw-^6Ao;HHY61yuI7@pl;=~{Xfl4G9NafB;Pn`h)TRd7!)bk>?%-I
zML5GC5@}53fM#~PG;}_~4ad>H$IDV!4Qb_T12gc6JWg`FP6nA?kB{)tmli2TE68jp
z#vzhmdE<b-dmuSPv+ge*dl5+h=jtQYrh#s-N&i7D#pj=>I)1=kJ^1iB3qguTyM@j<
zDrO8=0HHg$uhz!bOC4Mi@;reas6^kFBzV+CH&%y9)SZikm2z@(ZmY>>5A+@EA+Y%O
zwsoG*YeH!NnnBAGcXjOG9ZyK_v!&vFZiEA{Al`T-BXBSMS@Q4!IZXi5?|JDg>wTDM
zR1!N_B?;Zx0j~~n_qAd3zT4Dqy|B^&+#w<~6cNNB4m=avlit<$^^@3lU9Db#(qwMQ
z4xqqK9HKyYft8A9*RG>d`k5KDZ2kEYagNl^Njk*hcJv~WV75%R9t$_SbDd)Lr<u+S
zIqM|JOE__pNjQSj)2HT$Xp#Rm24{tfebpc9o2T%o7nnrB^r}wgjN%G+FvqCYgXFjv
z8<)y+URXUPzbXZk91oWFn`bXczTfK~F{-rP`CjR4x7oSfjS-(ebYFIE9u@Y_&*ag2
z&0Rk2oA}H<gdN1q+w?s?Bvsqo7=fJ<6NL&y!zpaI|Dm6C&v^<ESy%*(a~j^DC(<1O
zXj5U)V&|gGt`R*<`wBU(sy9STTn;?Mi0_F4CrtZdFYB0d+$bd9{;Bt%H6dt77n+Su
z|4{rK*VAk@#0Bg>EO|m^yvD;UGV<fA;Ph$lf13sf<`zazS6f}MAmP_QJ#){b(R-h7
ze(bi&=%C~DT=dw0yTL-K2(Cr|s39D4q!c^oJ{%y8QwR%yc+Jaale9GlizshNuO-pQ
zt+y?4z><9(!sNDgp|S9cAuIYUa<jAHfmH`Y3CmA7ggx1h7l7Tp0X2j{$M+R~iv-Bl
zJ|o7TV{Bp3hNmFDyS7~z0D<`Ma~{0|a^-VW?{3k4Uh`}#p~~K%YzJ4}dcKANmyb)^
zInqf3#N1ml&B~>^nV;FZEVhL};?@YQ(U|_7Z`*4mMG?mM4d4|6f*Jzy2W2)H04x-t
z6$uF&CqBalVC#0{rKEUg$tRM%D}(}3%p%Q+Qr&tSw4%O?eQ!ah21Y&d^)lzK)Vg;d
z@cv&+*<1+w96sQBN0a9TX^9KB5HJY+IObyN&+wX}Ire-0=eqo$3oskx+a3hmR*x^0
zXW`1ve6@(reY9>X7ir5QW15L4#&F2vo|*qixBmIQAkK5*#BJp$?B*;q7pP*-v=t*C
zG!kS21(V-Jl+O+oJn}^ka6wMj^GCtA(-do)1?4l^m9`cqwsu*(9*oX2z7u*W==FwD
z=$Kqu^N;7MQzP2g4jV{R<OnSrPO#9+4{aq>JMBt>D68SX35@3V-)OQ_&pqqu*}4PP
zX0^kk;#*2<7Rv$Xg9RTcXZjju{})!RPx=z{$(*mK;_<r0>ANJJ7K6Yhfr*KMkgB7M
zXXtQ!TjFpeT(g7whY{?=d6qj(=GuZGPr}DQ-QM~JqKU@C*B?>!iDs3Zks#`T%xy7j
zpPbd;f?A>udIbSzM&AZZx2Ob-o0u5Y0Jqot%aPlUg5vyBlHliA>{o;$@uxLGQviu_
zvUn*FQEF(}*q?N`w82>Mt_6eoN1p1FDA@Z1d^-$Y{wco4CiCRe2jbQzbvRHt#HYTk
zUvEHccjhTTUC8N+v476M7=arQfLZw(KMF%j3rK6H0nqHv`J7u9_i7aMILRYmhM89N
zB+_@+m`N}@7`8brW`c~W)Zitj<DWeD%_!HfaIMG^5S-LsR`|b!gZJ9AWnJ7U8rUWN
z@_m$>ZB2{J`w7JGC(dtx<!ZcK`r}fFxX|?C=*!|?#&VzWdXhr#2Kw+N3DLxj-^HTC
zS#D@rS~s}t)c7WS>>#D>qi>=hYDyCg_DV&7=-~ev{m2OsCi8>u)ex?pvtz0yJ8FCT
z0{{R000URt@98)gaE|aPpB+z$YRwE@@m!O;J<XZ}=3C@c2u^>4Xf4$`h<`mmWVgaB
zjPZ@ee^@?G%wYouG^VyWgt}ZVCHw~w#-v=oj^>@!O2%h}7Nl5EY+YZ#B1eettE;)&
z1ZKkjr-5`Jv|P@umf?XoePd%)zFa;K#p~^O?UN|euHw@QB|st=3z`FPg6{=Gs3vo<
zu&z4ESJX2PPS9<hqVtCW%GAJAsnP@iC=ee=r#z<uHYJ;d{aV`|k(dN}h2A2(&AcaZ
zo9BXC_3zDyC^->#_uZ_eI&5HfZB7=jt5zH^@I;_ZxCEXaqI$(<lm}{;V-oe#Uf-2E
zP|)Z&Bdr5;@tpVv8a9AIzyQk>Ka4CpfCl+HMY0cpZGQULM1epZ7&MI@-$w-8AOMu?
zZ-S%7(_>>_7vC2s!(rk_{;B7;-T*}3zI_*x90#d3d{jh{{NEx0p#V{XY^DI=QL+qG
zo2$XnYx5BydiS%BmbxCgX*<40j8zPX4V4{y^;boU_4zfLad%;om>`S0Ka=sJ*+4!Q
znCtqU#gu^h0dt+a#`^#42+>yZ55qgf>{t4tx3kg&J7doimDE>9op7;>B&OMR#_qf5
zhZ1KbkUUq(65uoMV~G0RjvFF>SP~v>bV^A07MG_{AoB<>c-P?Y$9=HhMh53%o^kR+
zGzZmCfhyPfpCoNEUY$_9)uTRzPbh0qvkT<ZVU_#Nh2Ueatvu~5>tHmS514(^>j1P2
zHrk1W1wl4+qL?x?x>FG4KKPu)BoibVS+{@CVtS^p{s>03rJC==$amEl82f5KJ<7Gc
ze?aoQD5K<o)yj_Q$Pxm9aG)1OZuY-HBO)RP{)6RgJuR3q069$0S8qaV*Oh>;G9wd&
zZ2Wj}$GGohE=n=1bzKPBLGREM)<4l4cuqTAHt(kg;t3WT0F(dqy~$s}SfOPlgAYPS
z&uJ|CBKbWKt}@$kv&t#UC%rafHA_6N=jm}4i>b8=!@O4O|5?Ys%JIV96utq&k63ND
zsx>_C{tB{kGy<(tV+{Zzs-ACU&9Bhq%I|Dn6Z*BT0_}7X@rFzuL=(66rjcY*zrSFi
z!0GPnd~vpo+?y|z0YIMU+c15Dpt_Fqo&hD9lgCg3#kOWab^55z7JD~Ce}?&}TQFm{
zb4nFjGr_Jb_p|;HTn-n8uL$qxJsVJ0NLC_X>RnB@Ga;5!OTPU>0*p8~+$&y%6awCr
zYyxTZ$j9>9F*ebT6o>`tbf-tWL??aLwk#fd=HB;%Bm+ZJkZ3V%$pYoI`D(dpCl92(
zX~aIA<NJv1OauQwKYetfs4}F&!?(|U9YoH-7y|{94sf9j)lQ&x%{+KwAa0=m@Sl4i
zfCfqSzYy!MvIMeXp8hfdeXjdwki!AZbI9&WNgpV;uORhCn;*UJ<VZl<>ANJtnW)fH
z1OE&FxdJCA_o^F5B7Xds7cck1qsfL<6oNOFuVzf<s$g^T;HSzQ#k~1H;pn^9<Cy|U
zep53TY#9PccfN)1;b=r+MPL>tvzoC1`NEV{z%4WAKjyUP$*B|AiTRHpAZkjM$jBSn
zuwr9yw5SFI$0;n~VrSYbTb)4sxW}E9HmYy3^8pPjv`<gZVWfYL+`D3fcetU^dfh56
zfk12Q{7-Q9Oj|+n@Z8g(M*oT~;h}P0vDn~2L&$2d=1bP9^-bW>RkqocCz9Lh<59oc
z-CqfxgP7(l;_rt~%?CpNA5&ie7G<}!jf!-4BQ4S?k}4ob3P^VgLwAFMbax{t&Co-K
zG?LQY-QD$X-uImIe{)@m!VJ$dv-e(c-}hQ;#(VPaURsV?v)p}<t}o+(0Z2td1I>V(
z@u`@^<EaK|klvr;wi+)X(ln6gs*bpeW-rseFv<Yu^zh8KEzF4J)>ApcaiNtO*K5uj
z1LBnS;W;Ib0sn-!*z*!jDXDmwTqcT?jvaYQT_6w?>D!GE4Ja`<weS7gWXTgsHiU(N
zv0F*ii;MTGrH}Z|X7f-v)Ya(?5YB`H1?ZJWws({y?U#9Gvi_9sG(fES9QC1<aHRUD
zVV5}(h|?e8VVdag|8mo5rPWz&AUp+`6<}&7st#&=fFfP=6|7`q-Z%A909zsI3A374
zplr%umg&Vyu-?-p&39o|+U6kB3oYwzr>?nqq<^&bksj6d03A482ui%PV*=0oAQ^}V
zm<utRQa~W6hyu#Gu<(w;$PpxYDk@EY4M*QqB`lnv==$w-uKDGbZ+pDZ=WOSp>IO#>
zZgZ@HU>qv&6%-c&Ui<7Zra=OI4!yD%sLRnl{QT$uUvB?c*;Rpxh4q8=!ZIMhooe5X
zgu3u1;id{I{>USpgTxGo4mKyt>i!{#{*wv7`Q&ZiU)nA`8RC#El~369Zz@IN>U4e*
zfFCL8OqeCyQ$GBP)${K;#o9(h`K@ijU4muYxYw)xF58lfhl#tpybGFgCj?(?2)OZW
z9)`bp3Peqb<EQ|<d=y(xK}kPqFzedF14VwO+}?{&(it?60fQf@`&p$?AI)@*5aEt&
zMp=2Yyg@yA4W_yGGHy=uJr!vjLX{#e?A)EInj`#M;0hSPB8|IEtRgiW-wajqHXo{!
z!*$5sr)s(9k6=^2mje<38=1djb873~B~%VOG12g=?3?2g<t1R-TS3TvA#2LM|2^*T
z+^LO=hBQ+{Sr<Ux@5>ZIK|W}q2t*IBKI^?n0iz|-e*bvFd{sBsqZ{#4_d)~M?1qYs
zXe@OQ0ilIBZI3#NiBDZvG@(2<b*)bT*ApA0VE)>aHiZ@+u#ofa4(rx&GZ@50#tnkn
zQOU_n{QjSW>PFiKcjSIsm;|l=%u^X7+!&+_3D?JVJ1_bU+mQ<l*T=owNM-&W<c%5_
z$ox%){(FnwWAVr2G>l>BXKvz(jecf&V2Ctfxh3SdIigMvAn4enDfIj(|4a9=;T}t?
z^{ED}Cz*c!2~}-cfDbEtN*Vs8AEFQ5Abc;tcEOf6+$?<_DM_nV?!u?zm5=`~Cj?YO
z=Ls=H9CjSSSErajHrUc*Omj4#Ne*&)hm@Q!rsdxm36w6RF;k(k-a2A^t2~zm9bTtj
z6w#T4HzP9lAQivk4{zctHb)<&Br5Vi0{|+%FSi2Tf$B~o9Zydd0HT5gpNjz+w~};)
z#Mh=spop$D(KLaEib@(p;Cg`S+?>uvAm}3vwjJc{h|UgRciDVeq+y?G=(4GMxgQNe
zaJhfcJ5VKr2XNQ+E>r54k~IAObHiIG`rOG&%hVuG&Z4C^!^Zo)vF7_&Siv57v-u9>
zA2oFVb^mx#X)4d`b*t~QNkl*cQX$r2PH-lr+H&7>oK>)Fj?{;PLkW2Dpm05G5+0Pc
z7GKrBP)&4@rAJAT|IHCMwpeh*2FN!ydDrqAe*VLY4SG=R0P4$+F1AP?OL+Lhl~-<b
zft{^O%gsgQtT<lUSpjP_m5)yP(E07E&Cfyrh<NHR+EJ#ecx)XUepho{8=NK@Kdwe<
z8kptzKjnA($(fV5ojHa_qic9uI^g1nF3zksiL{A5H9vq9o>weIXisELKHF=opxRQF
zqB3LGQWr}-IF(FD$J3DoTp61yi%KVHQo{lGI?&%Vv+yyPiB_`v3$sV>OC3sB84jX&
z%No;)_SX94x7*_P)2n@2%-1XM80kS0H`j58XMU`ojxK_%47rmdqmnSK*;F6%OCZ6F
zm9JX?0leVNEsDdA#xq}p(G?=Ta!Jl48v0P{ufL2~gzr}|;SuW%Z&6u(eC7je9zl_T
zIGe|<f-2r-NU75vG8$<a5)cYenY1hAeQMEm5G;rLm-NT|7p<F=ErWp5xIF=sYi(AR
z(;fum0yYFWGjy~jR4;)})xTq=2?R^kMUN7W8Q2Yu1~&k2MPKH}JhQVq12r-r<c@6+
z6vC5Y06dI@{@qVLZ{g=)nSe8YIS;@S=|NobHgg~XY#SL72XQh9FIq>@)XiQU=z9AB
z%@xIvp-3-ij|K&8co8%iczQ)a<cm1bwcPPwdeGGNGw-_k>%x}j@JA$Mx=h~}b5CE&
zX1{zjoUI90|G7+09DY~(mn7S@U>=g1LaE?4AL>T<t&fs(4#V>z9tjI36#@eF0u`oC
z7x!8Ts!kiJZ%%mn=#!GTE_UC~Y#;=)eh>VNMMkD)J4}d;U8~~Y@Y2qn*g)DKRWK<m
zHuj4?X1I)WNLO@rGxAhbeNYH$*NFVwHwlV6v=9*z#=8Gc2vIxK)=@d_3HWMS8${+;
zzhq|Y`X!!WcnnP&suwNTwCipQM0<A@52s@KAkw&YBesg+bnk)F8-MSQ%fPCCAL1LC
zOu|qH_D+cdN1Ko1&cz}qxy!WA^-sKap)C0${6ewKaV{Br^Wj|yg{*?ov)$PTOcl=?
zLJv<5_WgK_MB!z(A-ZU}y=ixZIesp0an!wHsn+B;5R#s;hEmi&wKrMttFqh<VGZfd
zYKKQYXyCyUd58{oKhO*r`pN(Efdwj_AkI%nwi*#d!>_*@D0c~YaBaB0#$?Bf)nDzF
z1E=-5hbQs;9@Ime@GWp;#Zj>@mke^=IS{kjpIcDKYoMO?R|nYIi}+6_gJ$0^ujl^0
zcOb62xM&HfDX@&*<aF4pen@MDO}Jgacm9ohJNkJdkX6*V>cNGqk?5(mw3{0*1A+SD
z&WdkAf%%Ye&G*?^oc4CVU{=wZ&M-sUbD8u_PCrysRI!y09G5!>s9Dmss4SYai<?n0
zL&lr$D@=~~yq3XbW_4_A;G}wAi6y-A+w8_#T}udN1zFclhgbl$K)s{`@oKgTbo%?y
z&w8YpCfeseYc9)6_v%x^$w8$Bga+XO=f4&{iq*j)Aymja4ObhXR?<WV`$O|7qX|ZH
z`jbbd>*?s|s9tZpFEHZ7PJ8@e6FQ{dFvz1_Gmx>PLgM0;_1ZccYusm18ZL)<9rlKi
zNXO-V7ZH0VJ%4MI+tiqB*y|i{G@qkgvy%jybl;_3pPRv?l&MFbsQQSlO|dn(Zi&e8
zgVOgEY<XwL*VeFZY47!Z>+o9h(w1rSvZu{2$Xtnh$8omv%ITKYto?$<uUyj*)}UE{
z`=WyYUG%VXN7Uxnh}S<%EqG#KGCVcaU?@8Z?mi0@@SoHZl6iz*Lx_*5suUZO*o|09
zr@CUzylZ(!oTPg#Ehlt{i4kb&r3%77_Iy^I_|edSLq+wZAcCc1z=z5-vtKwz<|d_D
z9rAj?KYDNacxK<5-O9x@xAW6`skCRJ*Md_{N;#fu(=szGED19?LY!Rak_D9cJ!<Q}
zYQV*q9@J?j78FzPE*`u))zz#9oh)lz%HYtWxvwcY`h2KVr<zzNCNxs;P98)IO)SqX
z2;pw;JQdW`a%!5%P8d>1Q3x0{x*9T|wxN6R@k~=WI166Rc!R<tx^ZQpzrIvt<hzbP
zq!pd<=vtXE8&aMeWp5If&s27NQu9YZAFYkF9BiVVP{q8FTInp~^W;}O2~suR6_M&3
zGJkmD^X;1=JfgtE>oD4+yLwW*+oGtPiEUG1|Ln3*&%UnLl)VZ(JUoX-Wp~`%Fk!YF
z&mxxU%JAe2LVL{l1zfhi2a<y(uLSxP(vLwE=8dn78nRr3Mw+TRIjS@@iXBqMK~*N^
z%|(X9!F<2*jqC8B>Kk%_9KD12ip|NPb3ZKWtMo}AL4|+*+!(3s*j`<VeP)3RdeCO)
zX&Gi{QC+EJm9qLK>*xEZ6xDC-ZrEAURMf}jwzf;%l?tw4VCKJl0eYG8E3~%C@}MX9
z@zdJ2tiGou1qCFCn8tehvrpdd93Clnr54BH89SjxvDq`@C|?MEFKhny!|b&jA-<Tm
zC#RRw2!oWEeH(}3@=W<FhNs5x7Uy1^(Eks|HqsoSFOw8WGo0X8oKEHMMPpzYoZ~%!
z<Y&b4c5T~9@2Ks_9}lywFD+F!w?dR|e!AKfnao5XG{U#7Gwd*P8P6A2mi+gcF_P$2
z>nBWmg{Mt$(!Fa{AH@umRa91*AMQ{|dG|q)6ib=K)?D)JP99>avy7OVvXYXocD=me
z+;wC30BbAMciP}6fCf5`xyTqh%LHi{9Ph4d)=Dv}uejKZcE4WPbY)(s!(6!Ye0nfH
zP7;IY{Iw+59!Wg%x*4f$Ja_x?Zor27_a)hT;4{!p<BJPhmtDa>i&He2aI@wU(6!Ya
zx&L<=S*vA*Lc-A7AgBlJY|S}_yMA#lmo21!SFX8-jFB^)ctf+%h#<Xb{r*P;_xDYS
z9^TGcb)WrQ*}Q$PKjKh$)(}2@b|;pQgACp0u{GZRnl7oxPQS1~ezD*z<aD1Jo>U<s
z;o^ctFWW!>3^<N9MJ<x(V<mfo*!ypOG+ms~suaY(8asw8J}SksTM!;)<+0xr6OHn9
zwS_;s%KsLr3ypQb@ZLi5BcL&8<8pk7=N0GE#Bp(BNQV>WdUJw)<BIh#IE`A~?2@rh
z%F57bwVco=73Qbaqb4MuA$zd-B;8rN$`TmwNQmCJ4ii2JLE!c_N&R@4T1*_6o<VQ%
zl33yo#8g>z;srx4(a=z4K`5e{Ft*9wYND2|reR`J_4%~I_wQ>+sHhI+Xuq30#fyPd
z3m@*wR5?XBS^p?^y9)HKYn)GGUjz<|q@eZQkm~KYN?uX+Z;k)FnmCN4YY|vAZYySy
zBpv8r$d<e2%+T?P0V@a9)3Gt0?!H%I-##pTkAG?u=hu^rI6h7Cct?+CE5oZ!zR3jh
z=IYhPfWWljpWy`y|4Fxzi*_9a1*&egm+uVT&kd$$!>L0u%O4Nb&s84Rro_!ptE)$U
zeu#->0T;2@H`SogyZeSfd05^`F*?30>zB32tqq!|g<w$|sPf3NU6-LC;R#kS7L<Nc
zUiIFX1vd3~eP~17CdRD&0ZEa@8@b8;pvOaVUglg|Pk!=We}e6bN=Zq1d3pH*97r#(
zrr-%B9BK%o#kfaO_FJtJuW_9iyPFZNqtoGoqoK+c$>6bls@ip`icVuGQRB7if8HiF
zR1GB(M(~PhVq%<6N(VQpDK<gX;4FD=vhEDaigFeMq7otT*2mQU0PgXyTs!P*39FRc
zJ@eju<2#T>VlZvk7?ny!SI3<2$u6Qe`^GG+cXc|piGEN?%Z-@SOVEeqLBKz}Kl-qJ
zP6#_uJ!t&T5e2p$#4M>Xvpl>qDco!i#_-0C8kHsaRqsP7-U|rR=W)dpsBLV6lj($R
zLa-dT#!}Wn>DI|z;>~AoNyXC5a;?rO3nI;04h_>bmz2v(n}+-8w8^p)TKf445=`O0
zxDyT#<~nBOe8-ZY&Dm!{$45u+1}V${td4FvxUPQ`ty`wI<Xi*k9wXu|Wx2hJ(?zAZ
zX!F(vevB>Zv+jEnlgtiY=r<$r{Cs^MsHFQvnz$)xi_E#ATlw1(2D}07ZV5ZZUz?oF
zid;V9>aMPIfk7Bbo?6Z*(Xi~iJTiU#cLfoULGf3$V1D5wKG9;p@^WvobysRSgDOyr
zV5{oRy>%dlZ7zvv*ecY%qWX0nIU{je{!sZP%7;dxLM&kkC?xNIe_9{5EWqb4ta4JN
zTPnHRP$pOU_%=jG_;pTa=ys^`&i!8t51yw+XD@hp(Gpnk^Lf(+Zav~+l1T#WO;41`
zN67D+$MEopLmL_tLoCnXyL--zu~-<fNy&p7JbG`aL2xSf7@XQkgSbZLOIxQW5r5^+
zP0qgs#?%-Tbua7CK;0dAuvx@K%ZR)+fp+k#Q@44)|D`t;kf|aH4Dw!wD<@*f9TI`_
zjLs7#uXcutgHgfX<BDoU@lVRpa_JiNe3-G5m|nf=nz4TH<1kcxyxW}#+4jvLZ9)Fu
z<2w7ogeifi(3%>u!in3jLxv(Pg(VL@I<I-#IvsI2ARlx~z$~Tnc@2c2=zQM?BmHal
z8TK_88#dE-gFUXc$6Yn_LhgMAY0AnCWke9`5aW2Ofe^=A70jmVYb=CQ2sE#R0ls@%
z+$K^a-Rqbjlyn6BLPp28UlSvc^$*=>xBn2tDl~To><vmbith)_BEeJkO+GD)(>FVR
z?y`T0tz4NRKDvXb4BcP_XSObgwS|P7T-oNZBn{f5&ixoC2pNaf1W(NZ7hkVX*=4^Y
z<eyL{Lb``2BRrR$M~;*4c$5s5UU{<d6}6@gTD26dxJ{OTI9$-!FFhqLDf!7eE4}ea
zm0f1_IsCFYcDnoRB^|dVNy&Dik0)XE>h-jHRNoM)eN+?`D`p)0Xj*Kh)9>F8_s%F2
z+9?IoE*c8gu`gli^vde$d&gLsFf;5AQPZ>pTU%2F;rR^a!ePv`v~a*&7ldZVM#E`l
zzpDm%#476rIPZhzA3bVPQ}qY+uNv0stYi;o4jz8g)qOazWTc}TP^7z60Uq`C_SF4a
zU2IbRjux4aRZW<6;#ni&3vqG(7tL?ITQU_}nf({sk~Z@`t*&u#M+Hh&PEN9q(U&Ju
zO7PohZT*q&%z04y{5ia!=hZ)<_jBmXXji5v@%t(kaoGSW-46TgR}l;wbvwx~ScS<_
zgclB?_wrk&%aU~lQ~oD}h_XzZ$<;f!w-3H9AQpri@S!!r7IJhk4FALnsl72p%4+rH
znTw}*W(<A4gX4-L+CuHWiL)i?<;AGubwxTW;>t2znID0^!(eb|xwp8pLsQ2c(FOS{
z_E}rocTa@8D;9BL<!b;hH8(SsG(kk?PRV>wu{KE%>)@K$^S=ey>C)E<Itt&>XE60f
zPe{wo>+cfX+*ONQ?2xSLo9J$3_lN41uDN$F>9qB-2b5@v#x<~tp}Z2E_Rh@*Z^DXS
zZFs}^#Byqm{ndnZjf8;Htlu9DQj1%h{fs&c^#m00gkOvbPb$rg+g$1wUw8|?*)RcG
zR(wps$|t&3=i!IOkkK0XcG3eLWMt&um$q}I`g39q`=eMD>6cF<1kZ`@g%`oV&*Aju
z&8OgacJs8h`F>JU+aD$JFM1xi-CtDEha-I#+FOayFDpOzK|>=oXXeF@on0_CIm<bM
z6{AyU+(ZroiA+LDHL)Fmj+yGsYP&8Xo8G479<U<BircA7C1F&R{->_6_>`)oY6yOO
zN|JIQSZCSJ@nkCZCm;$})q&7)6=Iz&xABnbO8d`#k2EmRa@`B<e(8yjNSq`u#g&$q
zGX@_f<UVMyJ86|1YKh4>y}D7-8e`_)@LhF$WEoz|*f?(6(7Xfx1_cf%<xr8oRdqU0
zvTK_Z_BUvU+%bS%+|iMsOsR^B&_*pee9BZZHeP8a7!C%hT-Uta%Se&B@Kp8GDcbTB
z<+6C#;=4XI-#@lwGVXSHuDD#p-^&auB-VoTi2TM(U{j@H|0^GJ)UQ61Aa=m^;q|G7
zf0}^2-sPbj>q1pvv-~IlK7O!AOG~DIpXv*`zPjV&1|_vGFOHAT+y&o@t+E&xwnZl7
z&MhENM~HuH=Cu~~`RY3z%=!%OZ=EvryxWb0{!BtvUpU9THxiV}J8F#g#7Xt}L~;s8
zBW7o)_E$M_rO0R;mR|_a+7%AU|9bPN*ITo~&j&p`u~z(@6-ITXxKdW2?@Ei7RvVaR
z^lhMq1l}-2@3g+((ZtmgDDl|hB&Wl169e$Q8l+vNSAUo+(TeGWD)7p`G=x)6n9L6>
zYEXOr8D#6IKiL0WW~lzy_9oqBnSO}Qm0QP`o?59Z+*H4RTEyn?6M|JkCS!Vv0NmL!
zjab4O{%C_l!YSR|d)9c%xd7Y^dmHx)6}9vBG$fQ#FE$krOiD@3uB1yqKi=sUoy~Lm
zsTB8@p5-&`rITnuVqNpGkdLsPL^j_^C3&vFv`UN2L~5JjuZa^}4Q!xqyuEb=&n4MX
z`CO47_pbk}E6;x22}sYk(qXeiEEW2jx=>BJ<rrhbQllyB8t)!{!HZouT6)Q>-eIA6
zh@$F$J^8@u(n@x-!9CN0!D#ournfXi*suE;`#*J#A$&JoDW9!P(%>{!I8S^uHNRHp
z80M2(rKG3((#sks6Nl_>Y%tuvXc4R#zns5?_q!T#D1vV6B8TGUmJd}1Ikofv8{N@T
zzU~=zz!Ik4)Hm$bIkCPM-u;IW+pA0}IK_+yyleD4avjLDYQN14Fyvn%@wQI+vJ!QO
zxI9~bHWCg{(}0Be7w@~^aCYzHy6oJ-6uIG2?xg;yk7R3WaYz_A?t#|#crP^%WYu>z
zc0bmY9==_A^2<&>p=vbetjS<?h35VO7M1PURwGl~FIjkp2$z-h-Vc#JIp)`vim174
zLdv-k&FuK#AR!3ZF-q9Fro9d}-HH=mytY%5=yN$nP4JtP3aT&yLpoua8dgnxr!cb=
zjioANWbE#qS7LT{u}Ujy27`m2YI#-V@^<Hi@a@xY6)UhbM;_ROZauTAHuJD<?fE4X
zbQ$&Imm}4|B2LRJq*QUuj=TGPN64!Ckg^aYCiY9~%a<RoaBZMzC0MS^Qr9rc8LEbd
zd!!*_xJzeFNQbd4rZp$#kGQNHUF1C2xQUte2(Rk*nd_@7gQZr1!^@Qn{j-9j!wW)6
zTD>r#jgNh`GynHY1cjr#OD8`W?h`f6u6&dHd`e>)q0Q1VrP>X#hw0VPx#+XZgsr5U
zmh#~r31leAJi3FojWAySndn0GWJ-n!6D|4)6C+CsiZ;ujc2Fwb;eN2!4*ZYH;@5PS
z<3B0l39D77ZY8MLTS_`Q$h=;4m?F0>U@AwK!D-%r%X!juR`0P(&cz~0zGDPykgB?J
z7_^zPt8)+W6B|7l?zQvVl+H7}k_C1;64Qb8%*+7c?m5Zrhb)WkBG;5h0OZ7JgjXK5
zdhUD<dv>@wdu}HQp;wBr0*cU|%=Y@62R)zXJO;IaXU?A?V1`#Vq-z_0<#51VfPJmy
zEb*ch3Q7R*wc}Y6O`GAyPjpwOiL44Kbag3b1-AH4o3nY+J<PeRwkL4f0vz$Q<9oY}
z4ZD{b>En4Uh{859$ODImQHr!+s6Y(Uu{blWe_0xigjPv0FMr*M_1KnGF^q<)a$Ud5
z9DXXDKQ3&4PAQEdfJ{kSo2CvvgiPp<o>yyYl&!hBxx)!OmZ`5ve^S5{KbM!44o7lM
zN1<{uYa;kRsZmOta-frC%;-zm*L`fUjJ1*kjL(1m_#v}1yt~|OgnIIkG+b_y&y|zZ
zEPwjBF;n(AGS^9rU3loh!9hTIIg0X5c|c=~TWsh`U(>Se=%hECp-rLiLzP00VBdJs
ziy08#KjypO3#>;etx%Y4NFfvH@Iv&12^9`*CF)W&2)oXB)8@SH#E_Gc5XM9;#;&U!
z&ju#~1NHFm;~|_?&_7w>p+Bn^-aH_LBuww-8v8(_ZFkipW>wYIvo~=91Cjpjzazz<
z5G`;7`!_a4^V?!1oSz?jAnRK2^%<R3jhfG|>tfHtBm$}m@NsD%PVq_xw@-4+v3uXY
zcG=F?<erO9-@HnU_-}CBJtO9a*z!pYfstCRDr0j|?Sx%(=xkF~*%95u>yl?U+JN2B
zMs;W{Z(wRsQ=-j2XqSpmZztF?cv3j(H78Ne;l8_o&Eaox!Na%mf=BJLS<-fphKcWi
zv3YrUt*;j-T1+3VaJ}xEi1>d!Q}MKe7E==KeT<!lK;|dX&m==p-+aF`+7aFr@_KSt
z&(n1iu@GDu`L@2Rwpi2f_WFh~0;3G}`nQT%%CP11bW{DMeiw(w;WhB)Rrs7cl1Nb3
zL?{Eo)b;iC;u50u@2H<iHP+kwvjRu_v!jFeKlJ67zl4X(@|lNyd~4_X(&KhWlKElP
zS;kdQ=pPrdZRV^CV_0sae|U7+7jy1H^l~)>DZ&q^KlgRQ(}j{jWu8@FscnDgX@Eok
zK!9}Gfe8aXIfzvhR;mG!%NP(1M$E7o;quKy13_<AuTAna1FboCUsH_YhSrt&wTAS7
z|Cq*ORQcnr?ch}8vWX7(?zBouwrwhUA#7dI2^$Az?!hm-g0K}B;ZHwa{FaHROpHD1
zO6S@fWfULd7|S^|0>5;Qn);jH^UyZ}`4T(Gpgb(IyPsvq!UMZu=@)bu3uKq(P_rq{
zCtVS`ik@1gLCJ@_PM-;jG^#Z#j^g0Efo(1J;PHfZRFOqRzFca3?pt8Ue{;a%_RUE0
z3tVvUD0;c$#X*pwLR4mV_0fxGstA*uMdR+`QZ03S%^$?XY_41M&B-L(+R9$u?VPZk
zuT*K4;Anqf0izFF(}hgM6PDOj{l<ET`AX4ILVAuy!f{*8BMlp-07s;=1EX1~Y5PBR
zvU<x#ne&{SkF5?Zgh-`O##J1D-+j+sYvff2%`=O=mQoFzjyRB!71H6f>Ah_0J!x(k
z&EK&V9W+scnUfVaRt0UA&nC|wI8sp`-QS*&<qS^ymEo#T?<i8uyI3L-c(dcYK7;&$
z(<D@|dthlZpObc!MQ>WL$B7}ZXq9I2df&`yHhDRVBt!OhC=*T-uBHlNcw4nY>4-Xp
zt%}g?CZz_Y1L51!2Iz{r2sf17eLPyKp{Y?N`8yeZrPTC*SSIC4ckJMe1L1&4J$unO
zkB5f`yZ$XtBG(OlU+UeP`+BqH&1mipciGB~gM*NIe}~_>r1Y7xJ7QqtJxlkr0$d#k
zq(3+<VuQ>!itwXMY-IKjB?Q3Hj`I-W&rG>lStw7Qc)hRM+e7o`1i1*xOcS0!TP80H
zeuCBqmqbH`$T;?2gN0`qwn+j7MMWQ6Tp~;NNXrRFuLo=TR8piN+_6-GGP4(wY&ba7
zHjIzBziOiV2m3R>(B|_DiJS93tTX8XK{$A$1>;Kju+JqreC771CvS$iL_{b@za&W>
zd?0xp-XZd^n#Y@7FTdVc1x{nr4R=A|*n&u`e-8<#PX6P?b!chDUT{e_VrfD|MCZ(O
z&F5ZWOGKCy@TLzR1nGD^@X@?_1%LH?oYH8q2Tn7q7vF#)7O*F<t4lsY14tMi%eofl
z){OH4`MZTC7V!iH=`M^vll2#&z12+OwSydqEQ3M<Sk{eaG#~>IPf!fV)Kh>yg!cZ|
zb_I5GIqXG#o4c_P$&-;vS@~w(t@E93jp*jslxQxO+<$)ZgTot`q^}N+_R}b7_RsO%
z75MmZD{;>k40=W#H>Z9wsz6Bsc8U#MpcS)AI)v0XD+c~gN}6lQozZo_l~hr*KZ|kK
z+bcLqWZx%wM01WCP}<Cdq@CU&&)=TDMoX!ukQgvB9Ewdj+Bfw5TPyx7w<|mhSv1_o
z-BkOXSzgiTgLuGn!=DR*@XW!m{yhx|sU)bB?g_6odI5~?#cxdczB=Te5>B0$?kY=w
z9>UR%mR3jofggu1S_RU1!>Q<@?g7TuSj6!iI}G013}H_Vy|LgjA`eXg!Lw5n!ShRR
zKyy@WmP<bI9(oQ^(5M|+I;omOv$r5%T6UCa`+}~Hy6rcn0jVI+gHTvO>e5Lvs{x95
zcs91)={U?Vf{W{)`rT1Z@}*e?Z~B#6xZu}~-761T2F8cJd|9b9C8k*wDX37C!p9WY
zQQw3;uV8h<>>1Tt#aS8UwlDo%Tt;j@c&|@-Af|EgT28KiOQs1M`?|PRS^e<1R(c?G
z??s;}e0gbKM<9(mA;X~cGR;R{ID8nHJZI+(*U-xCl?S(Eu!D;y1kDw7$FC|;c<;~Y
zmVDLqEB$+J#t{y3&z{d(T10YbcEUCz>7E^vgNh(ZQPS9B%2{4+i;7YRT<_n`=S+VC
zJEzRPi6^*;Q1I}8=j1|-N__dIvZ<vMDVn=+fRpB9vd&Ip1-P%drivM}Sw4h%=ZyG0
z!@-RX6<s>5BiE>r8-J6_`!2)HiTdy6hQL;ud-8Dlk4)p*KrGQt_L5j%YY$GnoxQBF
z*`2j*bqjlS=b>E37BsI5_rtgso=h<DD?t7<EGD+ym$#ecE3p8L2!e$WOU2eA4c)L%
z{mPt{%718#I-wEc955tu;^ezOd{$8?72wj`J^@HS83;G@tIo+ndWL|B-RcFvOnavv
z75gV$%uh11VM=SWgm6U1gk#9LJgX^WA!4%4$2!G;L|_gxZA#C+*FeTN@9I6VY70$D
zDRubsrN26N{Eb=m?AHJF^Ocs$l-6FABPJqke_S2ES)emKSPxXi@^19FYkJ19lMi~x
zxOW|YPI48maUR-mG1(0(@EgeM2k9FByDI;Fc^y|4bhoV@_gcW|lyQUI5`T>g;E!i;
zvL(KW10@yX^2Plg?m4|I{VO!oj<Ipd27ds0X}E#>7#j2?PsuxctXmJdsKbidiH%oY
z>}7lCOi00e!O00vBjM2c6LTSNs%@<?X-f!}b1_0fJQLarasd)>R|t#SZPti`%Q2QW
zpOm$I>#fZr0s^#9S%fug%k;qk`JiQyc<qa7fR@37naSfnos2L`QYCB*%g{=>ItNfe
zaW1W->Os@}JyLp_XNdL=(ZE0n?pp|nFofg-fRY>fHGH71HP9`$c|5n7GEo#2R>}}U
zooWA)W}#39(}hqUIM04f6<@RX5RSGEMTF2i3nInNt}et2xjKwow~fUzvxk<%`g$Nj
ziO=ed24;U&Gyvm|+U=4g;3Yv%Gv^<rd1Mj7b~MwK#cXxl<*m6nIXNF3ut7YrN<u0!
z6YygZZkD$cx~a$=lb#-i&*Zc;Wr`Tc+QF12kPvYpa!t%8BqHg+SXXwpfy-wvj0tjX
zZ0+EEp_^6}8KN2VFp`cyR`F_j8IAA8()$G3{;Z*t%{aXY5!jFa%&0->O|WY&U0rMm
znY<l)BBxcpc*1u7!O;<Yzos#5Q_<nzXN1?gnW~Q-b^`b4sosZ~VQL^y8p_`M;Ps9%
zN2m;0dVb}iJ=%T)fYV*g$CrKWwf0w+i)|T4%cz1TcI}BD3rnNDF=O=nTR8<!j(Hn6
z4xEOvv9MhmB`9vt>@)Tw5)(fSWk&|MKis8#nR<oYXk|fP7t2pCuMYY(QGWZ!$=1Lw
z78ZiKyRm>QUEP5Zd^Z0+R>eQa>U`&+w4v}5_}H8n5U_BMQX;z-vHqtltCtG1(so5y
zrp^?$$r;Ga;qV2K`AY2uQ99Zkc*V{-NB4iAc)lePG@`#BDlBE|yjkKsx@#B2R?|SL
zaJXZgTk14Nfrl5nJpRtob_c3zyN?}(g4VI7)_iB}QE>xbS0&XsnNsrMy+cjTj8?rZ
z8!aQzGixj8mQ%Nova+(_X=7oj)s`A~b7@TvOD}~rj+u14j#Pf}2H|RBL=^!p|4~HH
z4Ui2k`3nh~NDvov`)c*EFZNe^iCI}8Q+Td^sI-cESw~y2_fB^R|6dzUE7{%64dekz
zHy65~(9`4FH_7bm1o4C)OdWIy*d#cQc=ysqmnhyFWn~Wp<T0mf2UZf^P_Xh=9bExH
zYorFG2Y8f};WC&H^`BV4bVWYfM{$4yXjVuWhp(K~`!_DH8w(!caz)W83haPC3k!te
z;%krJ2f2%pF@7*>o8?jF{x8I@U+-TsuMhH4Qws%#po{A01Z{G5qk<NHPleon1+lhe
z6>F2~PZW=U$k#oF!MSU_1Y_~``_sqe|IZ_e&}^0+!E|6Ph}9QwIwL)(Ykn>`A_v{X
z=do9))Z;o_5#Dfkv@2fT+!(Z72PGp+;$XWLD&^W84)^LBZU$yg!fv?JQ|-A_yf_Kk
z{GE(^SfXO?`IEj%EX;qCn7>A0Jc?3#?aXHqx>@Y%!vd!@SN!ChvgXGXSfsnE8%iy2
zS==GxNKoEu_0@TvEO<kA)*rTW5y%=K8K05CW+HbG(o(Jc{Rs5j=pK?8qKiVz&v>bS
z-!OByJA1Eo|L5Ql+1WSbZ}WTkNV`No(k?ls0c&LZ4%n76ob4*HhlelxEkLu|!nZDJ
zkzgwdhL@CJ78DeSCs55U(Ij~oM1}$g(n!~!^cUS3(P5$5NX`+T<10<DObXil&1Ze+
z^(W>Qw}TmA1+xGCeS6=;i;D-G$S?|!g0N8LOh#iI29=75U4veXJy@E<vs)vzl5*kW
zd(S4_9IS%@9vH~lws&=TsdwL7tv}u;o0q>-iwSP_--lgTF*%9BL<We{-=XYIdXo&6
zTw-VRHQ|0N!v=>45Ccde_YP!j63n8V;?Ks5lYFpg_**6tPQ-!&M-A9x^`{sf+5(4q
zkLCjeI7+=qJ?gx0DBOP$ZZk+__0rfuvJ;rfwo{tfZ>P>CD^J)dD4odTg=`tDw#L!C
zSa02PTt{5UL|p$E&(K_yucfpB4Qw3PMemMmm(<RWzN~H}==J#S01}BFNPyJm>UcYs
zF(np(-CP8qSrBW0pp4?3By*w&(V*ZQu*?s^0hD)m8v|=V&GY*oaG)eQ@x_wChp(HQ
zoR*qkwEVwX0B*<Sb~<i|io64{4j^^>GM|`$+ytAf&xceoAcK;@kZ4RkxV;0-7bt54
zY?pBql~%+OGBp7=skiQDd~~$beRvo^nn(BM4N0#22FUncCsL|UpbI50OCTVq<KeAh
zK4Xg<&zv}9di<1~adB~jErfr3=dN<xp_+ArXbu^xjTNa2%B3#SI`D8?5czuDX&4|g
z$o+qbO^CzRWAr)@$m(k`dD^SbJXMa!w1M{SvrFlw9SCw~=jR(uIh=M;cBdUldgH@8
z?=GAr^nPS)mInq3zE@V}X}UT`+D~gBh!DOf-tLglTRY}Z<9l$@@^mcUJO(c>t9X-m
zxAeMZBkqBkmJg08qYl-+>*77w$W&*SS65kCSyJ6qA0OmWdp>C3&U^0<JZ3U$_Y{d9
zy3V1^raVr2!Yq$#f{oqcvH{IRLPc+HyeJX3Vyy^})JBh{KHAO_IP4aEy?jMjy_9dt
zYcGNuYNi1Uw+^kKAQB+L!G0cH>s3CyFntjz>9K5P`45`7oG~Y64w>a6cu4JeXZMVQ
z(D@Wh(6R`n0G6M)4vaCw)0BQphCjFKeWZKTzi4Z-)S=BC>IYkrH#G@=83Jq`WxrS<
z0diLFP~3}qa+z1C7#MHO)Stiq_Dn3{J-7jWED+kxYWYt_S9#rE(bCJ-sW=dqKgOe4
zTH&RoFNU&f8f{nVKp|_~qqZxVI|yGJ<G&^g+qDKED2mUXRo8)-*6>Kx{cz$B8gr7Z
z!0pwdIaupl;MWaXS`V-Y3BzB{*PwE6WM)Z&Q$&P_soh>M=KbRCGcSPj!=JNZesJLS
z9>B@Z%ql0*y>)|sxY~N5xGiqb>J$DYDl0?pFNi6PHt=Xzd1V|Jf6)Yln`H4E*q;*Z
z&G7s#STp3<*kU^x8Nf|E|6*-Y7g-!eHiQh$N9!|8%io3(=kF(2!^9HADCk*OFep9Q
zpSqu?c8Eq;wDZi7tlZyRM$%#@QiF7B)tKy0YBV5M&gLUwzs>7~EX@Vnc`?x&1p7W=
zrvBlHF)$rfH|bXYQr2HHJI|YKm|Q(GVp34q@Kn*yUS2CfapQNSaLKs4G>`$!$WFja
zwX!YO_s%QxKL)3$n<i1Yf9>F1v4c+c&Fq=QC@E*_5ar@=Jp;rFY(7PC*raJzrG6{%
z@dZ!bn#ZW6^2hn^&y6sT>&XFdpnBk&H~|Rt_AHh7b6ml#t=rj!q}Bak79aGXvet)Q
z#1q{lR;Ls*y)G7-;np3joJ;4Warb7cHPBU<Hkse=YcdF`5K(H-f3WqZl?`Yq%^P=D
z(x^@X?|{B*Vi574WasRtU@(M*#^0&EF3kOCR_Sg}LtZLX8Ql5`eu!n~ng;Cg`6jZ;
zacgj2813rTZ~W3P2&JFw%-;(sy!uy@r25_>8@|Gmf5gaJzVz^_$D?D}Zp0A^H8s;3
zS*w}`r&ZFktSpny^*CB|M?>Ho&z0=swIMsm!>N&;Jh@Kq8{O$#pS)kOMI)IUr<;k%
z%4v(#y{LH`%=yNO9g+YUNm11y4waz1K`T@Z^Udh|3LifJg)0^rl=)8}Bqp{DaK1%5
zar~#2sUh*hed~4^sT&R{k008+-uyQC%aXkI8BBDCZ3<*npf>uv)2M$E6Fe<*qo!$P
zDOAf#4JAS$7)!E7RBPTh(CX6A)m-V;uI8YWC`O>Rjt7*nc!^iU?k=_9*(!^q-1=RH
z`N?{1huHk?a5lBYr30JS?H0U7wN$&`(cIq#b)g|+S00J|A=sG7yw!nc&1wx-(v@11
zB_&3BPwS5zjl~sp=NGh}yg9V@O3Z!k5Ltg*p!bU<EMw(Aguv!WtAy7aQm!u7Epv9J
zN7m(<uGe26%#Tj*pZ$uR0zV!YaIWk3@HpWeaojUI;ROmj7tf)z$x>UkPC2!p*E;0i
zYWVK_RSV<Le~RCu)_yQICyQrkB$XFBqjNeC4nxd2$J35hj^Ae)vIoFohFqFrsoNSK
zC~(7~`M}cFjyzGbn~rjwaDUJL*nm^^YVwWyhl1B52JBGVB-i?3UKTK#l0f?s9%Jd7
z@3T*ecEp*PUooK8TYf$OhgtpzFFNpkidUkma<sUzKN>*Sg_c!nC`B+l90-XX(}b0!
zR_&QZm>DCQ>c<oU=I5<awp=X!-6Z9NUxrQ0Qlw_II&QP#U4KBgIBR(!y_R8S`PybF
z3gAt6UD0VDJ#gu{D*C~YE$m`uWD=$Xa<ZMWE#oh*-Uu^|D=y|`#~9@R?q$zz1?2TS
zIoZDz=`3@eKD|=_!P$=&Yq@VnXH`?Dy1?Jewy#{~rOzpUx}8x+M(Mvb$TEV-L;3q!
zjr*Tj$|jf%{c|%G$SB7W3JPy%w-zG3tgjj-hjWyv!^wIZa1J4u(qBszmzhJT%KbxC
zxy>pnWwR~qf<xG71ex>BdHd-F+*a-lC=7ZJg6#e$GJ^l*r%oVhB%7cPL?*Cs*ctN~
zk0;v%KoP~Jf%-($$|`7XM_u6j^9f(HU>isPJ~Vp)@JC+>d^x&B)zs!(>fsI@_oy}F
zgKoLk@(M}G#M(?m79Q=_3mhJ{y*967aStD{fbE>|h5ru;T7^NhDZMG{0_FB%pyyG;
z>uP9;JgKQ0HUMait8%R?*e2<_J%s$C>(JX?EY9jxXjg;-Yps>C<xaPf+>`*J84ljk
z;?o4usNT5npR2Ga*im4^6!2YOU`EE#%!8c%^h)DUzLF^5Bx$WPG-XyTdwQA5jAy7U
zrcVjqw><>|m?UIsn*-)9$|A4H8YNVBZfyPtkMZzanoJ-UJuF#E>bE5F{h&!Fo{)A>
zFQ2ZKZ9Pw8nB{CA*Z5tezoUdvoy1lFlO4IRv)ng1$k<@tdvbHG4S7=GUvWZi#ieTk
zNy#}_n{JpY%_JWxGepS|tfYt#nnj(^o)L5S=*X9hzS46`Xcq=pd1eh4#Bu0??;oWJ
z!zCtP;MSPyiZqz#G?#mBpDK3w+*|&wmY4Rp92z8gtxuPp=!px!O)Twr)kA!3IPmP+
z$FP`Hw-`s;pZ-zZTdeKMp;Y-O?fKmj0+7Rbc?!RP=b2f<WrL~XUrVY2XR8XkzjyIZ
z=fw5&n8U+g*Lu{44__Oo+S%a^r1p<E09NIP%~*R#aPX_kOFk#H16hWK<&`#DfJ}~9
zcHgD!xKf8_uw77QC-a6$xVeRIa)ODKlSL}ue4nOjENF|cNjWt0;tP1a$-i=1Z8eO8
z@2yj`Ju-%$#-`q9cAg4&>Z^6}I<4MAJ~lWQ?SqaEBizor3b5Z+g|dE%Mx`lPOz_XU
z$Vi9Z?BD#{oKStBs(Re5KrDLl8x6K4<e?(#JU8|P5kseasg3wiS^D1x=0vS03J|s%
zUbxwPEf254{shDoH##?D6O~f7DR7#m93G%o?WhWXaO6ei0*0K~B!IG3t-?+4nFY_P
znf>>m?s6d4TzP~D{M=Q3{<`FxcQ+-P_crBooBJF3q>8`gQ0*c<N!3q$$E&5ZcE^^!
z5YAdy5DWZ)+e@JjX6?_3XTh;qRm<7rBwH?iQs(B&G2#QFhI((2JYuZgQgurnK*jZ}
z86Hh}KeX>yTS>@<Rh<OvWnX~J(1_h8u(T9l_4}9m#A0Oly2;5r&L9raW<UT%!;_Le
z%24NpnV{N1%Xen#-#5zzDgG5(${1vU;b!m0I=PJg_zCt@nl1GuX@LNCW!O?to4i=A
zCB5-n{@2K|8Sg+SV|BWaA;0|-$&Z0WG(fHsu+kH@R`5cL(JCiWPaRT;^qYmT7VYDA
z22`^%ZgKanxSc|yR3A8z&!CPzaC|waX&^LT#mCUZglc;tfvoUd3o?&{T*DveO1F#M
zU0irvBGy-Fl!x=7nUM?_#!YAta!0oGIpVF`$i3lcjV;>!m4tdAlvb9If*Z9vV2)o?
z*U>R-!c!-fi1*hs-un&tj=Su3^*WTaF>12vhK8s5nO{}scZ{2{8=F5T3aa@p;NFNm
z%7cE4nuq}AI4e@~#H(uDzA_9LmP(LpeS7-cn>5kxR4pndra@j@9A7G!O*H!StkN06
z?<CU#!gD}}YWYBaTDqMdgM_hfw&YXhp<rdju8^=p!V2Gi_YrmU#8Lsmr1N4!q$SsG
zRaI-WU8v_3SLpr-hN!g#O&wW66l$qsWtb$Gi7OsSog2a`T7}Wrhe(UFm7qHel4DMw
z<Tuz$My@#<uga1x$OgLoO`KVTl8?AS&Oqg;qkc)gPtpWG<1H9&7ID@IN*~zWKAZY|
ze;&jdq18SGOi^7jiC&lP!(tOC%-A2Mw7FA8KiWE>u~~qoQPmEaGV^s)8l!zF6a|cM
zN2FHmqLw`J*xdD=K3YRQKv&G86iqbIs^U=Vjj@UwfQ@OWTf_k9ZF{@BD$VO^V1bgA
zm>#~je*p{t&?U8M0tFqY;|OF$^jWzGJZ!@Cl$MD+JWp}X1SnaJdmjoYh39ybcl-yq
zhS2>FxE9@!J~Qd5Qb#S0gD8o<d&k(?Hn-vTg8{No{6tv&s$O(Qs*KCLv3kSk>sDRP
z4kP(ULxyY0tXtK#LoVv<KN2A5^S{aGWux@f=~{V~#>TMLS5OOq;`2d<M!)Hv=eyIm
zO%M>7(bB%{AJ%#w%yDI*QTvjf(1&Saed8bmfHs#`Q(nR$S7IFQ^fHOX05*qmfJkq?
zD~cDc#^zD3PYos9M*yfbmH1#DkSs|&lUrGCjY`TF{JoImDK0&*%QQ~Q6WIDa<auBO
zrZea$t5x<uL`NsSRMOl&`x5S!G!$Zl_JfCrU`)em+QiILVw#zesl+E^p_%G#{?t{0
zI#UNeIJieaLnHIjxhj^gaNPZWx2~z>L9D;@wMu}$W%xi-I;I_VslEFWn&Ge?zJQwz
zbQeJWcav2Yd+41(bMjV0NlMftu9$()rI1@J0c`8km6esBQ!y)JUVl+)GjzRVyUr$Z
zL7hpNrj=FL8R_{C`wjmr>92S^bLKWst(5upPJjK@OGxSF*uhczZi-fur~I4n|KH)s
z6&$ITEXoAj)Y(aWC%mXhj+OnD5j2+R)LbP<7p&K0gQ1PsX`0+v+Tn9(DH(p;o7w!m
zqqOL5f3_3tEXCYRw)lg$&WJ~xgy4Y=P94<2=p<k8kh~7=D9`@sNLs80WZGAPIzn6-
zhJBD>v1=uezsY7igaLL&?0q8=D8@yuFgeB7Cdlu*P1hW`=rkT5xBnGp-plr?E&1Sl
z<wgjUG-@06)mKw4Q;UixtN~o?;O?fAc>J4{C2VU>zB%=GfHm5L1F2$<#guV4{9g^!
zI@s9yo<I6tU}1?|r>D|{!Fj0H=IqB?K?C<h)Aq?2^c9(V)F9v}Low$`!=2~nzN*W6
zd`-|Hg7@~Gc|%pa4&3ap+{KO(7}Y2WCK_R0o{D%c*VaCp<y8_LBzhdXxN3~EExu^r
z|IXH1bo`q}3vB%$OblW2>2J^w?|lS?S+bRHERfK>{TO7J30-G+w)^It9)%Xf!`f2j
zB!(zn&U~`q-AB(T?3TPDJJ!@O63xug^J2q!6Ax?23{{5Nam7d|*OMx^e?!;sfYhXb
zmT6q9LL+jC=~0x@=RVQHy-29`tnhM$s0wx~$*k3*gGs2SX8E>Y=I1+5O~ebS<gS(3
zqD4Mg)EHsss|EW%_ZI@)S(=Eh4+1(FYIb!;RE$A*s!>Iy))r?rjGkT!l)WveT&eO^
zl)O}zz+55bF(V5(JteEO&fWKe$WMERl5hvMe@A`Jdox9fROok=*m)6OmF<wkbrzqX
z3JfKYk25gbB%{sfO|y1zZT=3QMi&Ip#?yV&=yn1r*j|^w4-GxYt^QrUu@=rbY8+mu
zr#?@(y;T$wKXPBr`&R&zJI)Dic*Xq$OZ^16pLZ2i<1v~ODx{A=4Wb+^HQZ$R+6xM|
zLxdsYm*bD%OnM(cO}pSHNzjS@BBV6)`-lc`f|&?eCNs9{iLwV>w*Sk%j5IAAUY6U3
zU=!k+z#?2Di?-Y)W>(`F%}(&P2u}_VXLOff`FBHtZ&V!KV3gre7n+nZKePCwq>gIC
zjad#G?X=O%^2R4jFl_mD5D7Gi8|mbMt45alwhBsOHNwxF#tgg`Vqh7D4fL|VC_&nK
zX|{oEF<C=M*O6d*v$t2ayE24?Vn7xtz}5JATrh9^v~k$oidb)_K_ooA>lk|TNm1wP
zkmrp4@gnQtS>)kF&7_Ty_N(_ouQ5%OnD|uw@THUJJ(>=$rY0nnCFejho1&%NTYf57
z&OyJZiR=Os@(&<3u}^+o7=SO`r8nL8uzc{0kX?V42l$%~!J7_^&XDX~g6!Vd$|x_v
z%eV3t3tnir^iW{xXC2olj2dl>y`Gpc0fbq;uL&6l_Li0;L^|@K(rkBrQ~_nuOF{ET
z2{LC;5Doxuz`!HTCzV;xES@apW`rAVk5VLC2gH7q2?c=MGk_}wPYf*^`9L`=VTHC&
zMT3z($XS*3d%3+J<b*K!j86g9{$;b))?tj@E>Ka34L)x5&z~_qqEtc18|}|q)pvN$
zjxN5U@`_r(60w$c6U}9oYiy_}0eIq6fZ@Eji`)<y35Q3>gsQ4)sB4@1cA&D7&*S1w
zAz;E8(L4<f)CY^pg(og-4EQY<kb@S!3B85)(B58QHYxP&1%w#N`5!Oa$LDR-rBBJg
zPfg`EvJ~2gK%qzg*F#R$c><T|N#roQMoih0i`(?ce^~IVY~GtUpg!J6=n>z>-jW89
zO2LXPH8yeDo0x!DyuEv;iTCxOfNdjV!{%)4&-<zavnN#_*aSt8lyZu@>R`BwJB1}F
z1hY&3C+)G=@o+?OIuHoC_tenXqamc-`9k^|Zsu+)$;JGS^W~RmJ=%^Bfvge<M0(Pn
z6I>Hnd@cTvg7Ou;v+X%B=&t$b(y-BX&QTViNTnWWlOr1hxV06AT@|2}GbNt`-?P{A
zfAIzf$pc+pWB&N%tzP$fJSkEgVUoYN=9H87)&)-U-WiQNg>EUR-aYGG>hbO~=b;8O
zGPz&6b~{*_st8?f<^YfPr~vhl^OLh%w#?7FdY=E`$K~vW({%LnM_9gd_FrklbXp!V
z%K(6TOMxG;K(8Ww2v;p9TIm^CqZ^Mzn?Fa5^)Y|L;qBW>i>McMwDlmExEKZiMA5Ag
z^Sld0pviR=X}ysT%v(&4o1+OfL<T+2#a64pChG2E#?$uS9!T#O6-950>K68N<LLsL
zq(_RZy~B^{b+g!+Z5%>da*5$Bkm|7Y^t{5xrdl_vGDn;=U%I_|TK_GxKS?-g=oD5V
zrn723QYVZ-QS;Jh#_jO{*VM3&bvdrKC*ldM^r((ZR84C=f<1KEJ?|~j)~s+HlDWfM
z@|E5cgm0PML@<hoT#bB*=DvG;YWfFgDS`7%!%KV|9G}wCw^}`{!ycOEhy&(eilMh?
zMksD&cJ~%c$Ngu8>2YK<S;s+;Zx*#^l<ueXQ$Dnm$8$vHh8jyd2nGj;YmM=KbRc%B
z2Q?y-ms`R^#xALVY?yVGaA(%J4WVDDKXJwSUmU6^k$Vm#77wYLoDBovcezKm!IWjo
zK~!j<H&zOfiu9@XBYvXamhcpgw<x0<PBU#0W=efwv!#eFtZ|F_Ayg;axYxT2<e;Ut
zb7F$**$mGtgy2Pu&z2TN)D!RLd1YMpq}!!3)o%LOBhZ1PF)=&hi%JLZZ9qOT8Pl2f
z(c}A{UrwP6UyN^prjm&EFRC#bpU0KtlzbFWVz~IN?d<e>5}C<nU#sb_2GJ|&s$bb1
z`hS)c)JhixEN+so#D1{=U9OCG1Ll5`0}CjlK@jj3W~`%)cp=ORI%frHz2bP++7bE`
zME-7E`rR6OXF@*w2XR&TYqPZ;++VP=ubd=nDTIa(f47lxSjoKZ*x_@-X&uU4ORS!{
z!K2KEbv~BL=Bg>^LX!gKU!k}19GIF3)!N4T?*TvcyQ{10FS2Q?5e$@iRQ7{LPpE&#
zgBIaWP<1tQ(UdrwwCba$6_pHaw`2EEnZo7TZMgLm{+zE)$Bic^s0JqzorzkI>r-f$
zlNi04Snr;cnh6C-?kBBZ%<bbz9|bg?+ZB|RsDbGWXug@F`5dD^HtxDUD=WiptI%K%
zLbPUXX~xC$)t(X%E(9^xnT-yL>IFA^;RO%4i_qo|RT*6GDm0!?_CPnf6HNzJGxggx
z`4_x}WTNq4&9|P5PZ1WJ@S7Phf`d`sd9^e**ROv2LXMuVT%N8a;A;!&?6laJnUUxo
zIYyGa9v5>8iRhc_dyq2ERDa*(+>MXM2@4@c09CO_$S%CAy<|$=m9@TrD$?&u#3$k_
zWr>bCvzHwv4`2BoEYn>@V0LD6Y7`%7Nh;UV_awp0-Z{nVP3XhEU}&7Z{|nm4>d77s
z3$Ni!z%U*Q0#awCBcY0lm6Z(89RM*Z-HhH<`A6g_tCkXA(KI`M)$`~e!;g=pET){0
zbUn%_Td1DY7}~fO>DaQ|-g*FC)vF38dFYiLP|rG^3u{?F)<X<>3x~=IVAAj~k|<dp
z1dskA8ZxdGTk+?(wB0}+GUgNO2Oh<-vz)tW_I$LcW9$`Eq5ex|Q5lE4HbXVkQXbu6
z?#=Ori0re~P6Z~Ji5Z7xVSGTVx>#I$vpd>h&i?(G-wP>?|9^D7Wmwc**FKD*Al=;|
zN|)5oDF_0BbazNIbV_$CC=4;6fV4<UgQUQSgmlVCBPsdr(dT*Y`~Tsc4<6T{T*J(7
z@4eQ!&huPrAHrEz6_cp{@D}l=ktXyqB=&gnI`slh!FL;B3Rl&NIE6J<o$OGXugBH+
zo-}cv9XDua@mD0L1n^4St*Qnn#qSN!5=qHlbMCtK8={pi3>)r!HNdXd`S$*Gg%QE>
zYa_!K&3GR*l-<w*1499wa_7z&Xb4WJCDhtZfD9Q=ykBFD`6jG=fHFpSnZ#5u1<@CM
z7xQ{8R-5aW{qA7xw)?B7b&h#GF8;sPo!SurBS3(^o}qIV^k74qN;{;$9;<RyZJB&F
zn9@S1H4NU=sZI>?K6S2F_&&u7c)-teYyxh_zAMh9d7#?Z{8c#-t*@&~KsjxT4cz5H
zE*F>k%<j#k)nMdn4y;Fb0KppgMSk?Bz4Q?R7?Wq}=Z7H0q`W)^AdU*<oh?;@!1y?P
z@?{9R)qT|7Hmsu>xcdu2{qaRk<3?g0#XJ9FrzouSscGCAA?we#+1+(vHuW<JL)>*k
zbpweGMc$$=Dm6QN{65zv+c8#;1rcyXvma6mCz3TlY?mG!yuNC6=?}cC74}2w>PFsr
zeP->UfkynkF^GpA#(z7?;&gCobN~}MH-*yLyc{*aZdiNkl6bJ?`U@Ex^meELH2*YE
z>w?;l$JF0}FxP)mmCH=(%l+BIjQ^_dKYsP~EU$~spi&<R&k!yi5wM#{DEcI(+wHhM
zGxuYq>SU=Zol0L|)%z?!***gh^C^I#w|i3|e7{JR*I)<Gqeb^sr)1Tt%CbgP>Lx*d
z<LfViX29^otf6ga__AT)ny4?yW_dtNghfb59jb!Q$)Oc&R?$*zhu`*VRKhf!?VIk?
zr+C+=7t(+wXZXlNX4%2*ygy0f(`17t%5L>JbMl*H-OtmRw+kX$aTjiqCg+jHT(ivt
z4@NeYPIfD*w`0YL)_SfscOSB|6H^G{076y-Mb)=aQ`Jk|1--&tJR-q$lkcG|ljmi0
zAGV&f??NJ9v<Q3q2C>_CS5zqhn$kj4ynWJR+|A$+c**b2)=io@=<`gxdM-`O`8ugH
zT_Ys6{Th-SO^^KbUGm!rpKYW5pkL~cZ|YDKKi%w)ONws{($Z!UH`_AhCJmSblE2wa
zO?)wLqxW9%_;>~1YBB{&`g61e?`HlJ1IeC2;uQIOY!+po{8H;1ji*l&?W6?2HN7$A
z)Zz}{dI0yYc&{t@fOg7dDuFF4JG?QK{%+_dI*J{EoGp$-YDLi8j2Uu;1c2U1sOzO<
zS<U4t0;rW07w^lvXI<xd^So?xLxMSX+gjp{G{W4!M*x$H)4)9Vkyexu=0se2`PH9r
z#Z0&=Z~Jd<;H07Z%b~{YKFzAe9(wI}YRAJ{b!Swvfz0(YzXCAtobDfu^4WcPs;m}6
zXcDJ+Irkj|ws6!%AL$wr8@|R7{OP(D_ir$mJJ}>Z(yK1e@-(CFZP?%3lFoPCBe!2{
zdx_NQmw*2J`EuLEWb;mqnz}ka%1pWt{GtS@CGic!JB7eNQ8411vH3rDIQ-`0Z9CzP
znw!C|c<auS_xfkW!pq-rPb9=EMT|3k$XI74(wtg+lPpsN()a7z6vqmC$FagFBh9j;
zyo=r8PjoQJCB)a<k>KbcG~muCY^YD1VY}y&!j;Sfo5&B`RqavjeMP^0aY$SFYm%}%
z+8foZ0R(CZbsHU_`s-j?ng#}$)+{$Q<l-%7>M0VF*P0}3Rh=IRlz<=P&fDYd%q)pz
z$Rh_*&SuhYZ(f!8tY(^xADox@0Kr-YDyHz!8%zpe;J&`Q*CvUZ)`KaNasrCBFX<Yt
zUq1B(6sT?}!H3*M2>ibkGJ^!x&r|6y7sp9Tk;(G#0?}vnzg~ccp#@10=!NsnK43`!
zCgj<#AsXEOL;ag4Q}4GO?5;`kqpnJmV&K=fBP}ophFk0xH7DTfJ+NAA^MnsEinwn+
z$A9~1SyAo23j>r)IH(CI!*Z~8&Cqj|RInvp6@t+7!3z%NZ{%XazM-Z}koELNF^Mz)
zC(fEIfK=f;CUZW&pE)^E0>ev6diQ7~`EL7-KdQiMYP$dbP|o9}LD(m|(!d>^tOM+B
z4tuWh&wcrFX-3gdjSxoP#%uXq=APt;x?^oks_)0385No@WGgCg3=MI1rrESxtj!M{
z>|%-|ZhlTqH@Yytmz>N7Gdnn1QnX_-^>#Y?H$;}Sg83IhE_J!ydelx~PTxjz6?v~+
z>`7&=N}fnHf0v}sES!H;@2`(%op4|iA&KXi+enqZYtnu7${5^0jX(4{;mdE0;J$Ob
z0L9Ez?|+O&BuEbKe>{M-<9Utqti{pRh8Tscq>7r_!$DrXf|3$rD0`QCTDCx2+oh6$
zwvG;-nKXTyfyY;&#Dj~y8(?>eL5)7S-*`8?AmP@S0K~@;StmPoVmS?QTT^B;tXCs6
zi84a|Xk`yR{}TZ`8|SOZ<0y+funhd}Cg>Y0_VEO68A%O)J_3+P#dskQ(k8!mVD$)o
zk8AWH4x`=!lhPnC>RGOTFo6&4gPzN_EO8&S+&3-%kKxRs8LHg58)OHXn^OllKe#Qv
z$Xk7@%bo>kECa5Lek`puC=gPC_lX%aZz`vb15?e~C!hg--tQ6~4p}!E4)`N1ac<9h
z2je`JCq72mhlAt8{>1C>EZ;rq;lLHo?;07^mOm)D{MWsq$P}(-3Fc%i6YcQ5)1027
zyV?8S;_}9-RH=ofL~fH{LKXCt^O3)yh0SkIrTlBd9}A4t>ws;h+}G^w5FujLf|IO%
zf!n@!{up&s4C~Z7j9eEYQ7UpYz8x?)eU?#HMqBWE@lZW)p!aiTyT$tmx~wo%eH2Md
za{sT<OCH>@=tYQ*@rlR;!@zwuzy8efa1lO4$OGXZ_4|XXm6D#WodDcoV9d<q0ZHaq
zxx;4=GTBj27i`=i!mwK|gWu8aVcW)32)Vmk^dF_P<J5gQOhh$f*w4SE5PY?Nda7s{
z7U4<pTQQS)7_<wZXfg11gA5@#vUb55D75&T4D@g3<S+xD7N!{VA-eP2<#dBl!<XsS
zi$@RMy(n_dK36VzupG^h6bptH{qIXc*;tLz<M(Gzsq)v@s)PI|>!W<l8sfOEsi!bP
zzuT=Cy_<DB%mIOa)^8=WU634s)<LOrH&$v^#W)@nFI*-jX1ks1)kn6&3;$^#I9BJn
zHfO~+at#kfiwY(wWpBy9;~IQU6ZO?3nZ@p7js4(P-_sgd<Q)7Z@*8*#9Cz+w*i!kH
zeKlj~2@M8wgk&L8jO-xeC3b!UN92Q0i(;lcYgsTn!bVle3e^JGH<AuqSG-HBtKo0P
zFW`Rh{#oZs7+{n^9M1qZUoZH2{W$-j!;xA!z=G8|HHEpnEDHh!=lS9s_32zYMxhcI
z{TZj3m{#b1Zp;HO^tGIOt9`S^h{6X{&2=F+exF)6KxNoWMnMrZJS+#i`oL5A&ey`|
zP1q%v^l}#*xhYgv1H#I{9`QLBsinLzk~`peVRcWh`D)U8`lxr&*Uf_f@$R1c&%Xvk
z;3svlwx&!;q3k5|C%c1*ng6N$HdE*2l{(l_GRDTD9-ohHJuYfXOB=d}g|{EmJ{xfC
zn6xvST%eIh4p%);7PLL;EkO*qgEJ3GjEDa<LFzYQXXo`p_NL*(B#wb$&aT#YsXjp~
zSL+VE)Mx=xt`Elxl&mjMP7*(~3J2hLP}t>=l%yGzYPk!82=xGRgpd;1bozl3dx(g%
z#}|+J<LHlCKmA%40`D7lY7>Y^*Y}Hne3f*4gbk5j`67O9?}OQsf)C9YK8xS!2?(0V
z>G|Gic!KVD0RbE$_Q)8X$UD=gQ+~sNjSax5h8J-Ma|uut%XK0Rs{?kztACo%mo_#y
zo4J_dK?C#t!Q(<c=Px0tuWUL@<RLLUv7bQ|YnlkK2B0nsKc9~9MMUzCtKpA+L?Qfw
z2!Eo+EDI3L#@jA`yZ*C^r6lAthOh#G05}l;@*K1l)FKI;10f!6UPkJ{wNcBlzfZ3G
z=m{jJwZW23l<9c_1?5=+?Jtv;KQeg_e@Q+8wo=CX_YJ|nPBysWfT69=u4(IEQnb7T
znr!mD-|nw=r-VB%;zLdb31>mLirBY(YuI-7+ZC6(e^pNi$YA;T`F|bh3U|<AVzCrW
zfgGqp*M6Cnv{j`_W)j7rl!S~ZC2%s2sZa_F2X~DeEcp6?rn2QfvVTp4AUUC4;BMFt
z*4yH4^iw|0%*~_?nZf)71npO3rr9$LU(>006xU*L@5Xas3_nR7ui$B@%SE{x6n0BK
zeY#!Mb}l)RJJfgiCp<NS6x8%zb#(LuL6<BkKjmQculTF!lVb~3HU;yZef2D%!YUNZ
zcwNv)yVY=$=<1y(Go?G=>tgB3st_H|GgP7QIFd2*(4qBPB#Kc~+Hcd)8V0WIar&J^
z?pb`x%OV}$(+Z1}B6F}O3`l_}+OR+wh7v<fgV}dsP#Cc4;-F?%ecR4<yU95AJ>4mY
zNm!G=U2cI3LAC7wTS7|euWP3I#X!$HB8%WkFDmQqt5ehH`$NGbCQ+K)*^}J}5(5Aa
z>QKXJ2IIq%oSOg#sd6kCA`nyP(pbPAJmU_ggz@MA=SGK&dd{<zzd~ydp^+HavOObt
z8bFsh4Ge0%U^WH9$lD?hfp$rdWmD%Ev5QC7;&^)3+pc!+ouAlfrj;@P>2FJd6<76B
z3An18!p#y7Y_=;-5XGCCE@wl(AFOKhxvwSy4^BZGFu;AXe?|~+noDL9*VlY~{v4Pv
zSH=o(|J%14jhrc9^1c~3Y#u?`b{{YP2>Tz~?nLL90X*aiD0m6ft+Z1<8r{(h3Hxy<
zQkJJV0cGd5Axu?A%`wV$O<rna-`Yp6<}ra!G9*R+7q$PLSdiS$a^)p}p4`@YH~I51
znbrzRjmxgvFeL(Zs~$fl4p-JxYGd5Lkb99{?xt<nnCSwq@g1J+=yo*LY2}w+;|o3n
zTulUErVOfJKz;mUk@|R$@f3#0v3y;2(NMisf7^x%js6Y4kUIt$&z2lmo7pLNNM+K(
zfE5%?x>ePgI2x$kzyu!0qnP!+)Lqp5uQB)JX1Zms`u)gF;;PR*mh$SmL=Etj1*0v~
zih%r;^139)c`u{73a`m#!_$SyXQw5Ga{=Eg7~`<--HUiSxtCnOm}iJ-nYO{&WHz<#
z#m@A=^>)wNnpobUsKBjTw|3!ztiNRSx#Gyb-iOG4Gd3YpemW4QUQ7YA6nOK7T2y>C
zeuNK)h+y?uH5vs|dprzA>v!nCwA}5BU{8CeWz*5yD+`U%v>R2*_pb|s3l6K#>e^Ia
zoo>Me)pnOUXYIc=Mj&wq8r_zO1~Un&&n>2-R(9XZ$b}uZwSh5vaJ?V1L#e3+<S<!s
zaAfKK90tUV@MZB{Om<bNs>h8~+o!V$cW0Dd6igY7wmJMg*Qh@Pa=*zoxnJpKAaQHS
z{jZ4Lmy0C{S<Q4V4(UMgiBv*4940aGDubprJkWRy!m_fg1An-ZjN}Hz;B5uKb0c$*
zLM@LBxwp61;es*BmX)SKVTje>#|^nJfLlEIm-MHeI2)6LAI0yMmO8AaV{y49Rl~ia
zD+|UOvTF`|oN>4G(K-7*DUN?oWZG~S5&QXTIiW{^{)JUyQl4*Ua~*d42&15mz(W!8
zuX{16R^BU@k&oe?F$)fB`xtI+)xAE845TnQUAUWtt6JV9F*>HRqA@Mzk2b7m6d`ZG
zByDyd4o_FG3(UZy;eo4WK7k89%x;c;-Wm0jLecJ?6=%asr9u)IlLG{XFF>_u?3;dt
z=~Cc8g8wog?>E_PxAiAQNZj;~uMY1Ad6zt=(&Qimt6Zh(rdYmc-g=|gKDslDc=)VK
z11#Leh+@9u#BJ2V)eYWt8yQ^qJT&}Wref0YYH1^r+sqxKH9&^~X2Cx<Pn&Ar`#=R)
zQs6fq>(-@+&wa759QJ=h$zc|nrluqN2i~19aelZq*XxD`9BN^%sIS?)@#_Dvu;7@x
z_NAW&CBTYZtp2pA>WkOY&6za1Wc1IJq}c}TZ`@pLICndE`ctKn{(|~*83j|zM_)xP
zcW+v4PqVo}Kas#}JRBSh+`K<hz+@GO_m2#S0RX3*@i9zly>MMQG@Yn%H_<q{g0o3T
z<S1+q859Mi9#FQP5uU3p-g+EKH<{#`tRlI^lvmY)d=$U5JYwZs{><YE8!5K9=(Hyi
zvYzA0qgQT<z*E)B`BJ~5r?^4bIv#pmm&%)msg!(0=ih1y#W#5Q*-w%$K$ixW?waQL
z2V8_$T6bX+fPv*H@$u+s>4J)OYgwjMeLrf6N=#exk)(s~&yR1ruOTJN=+`#atijDX
zTnMT(QmQwhfqs&TcFL2lI5jj20!_hRPL(?ldhfL{LBd&ME*NTyjhoPnZ?@Q>kOd1@
zkLyd8=ao5TV97?U(wBb?M2a#Deo=}FmDu&AeZvUpwN9dMjRwC8yrmNK6E^-yJ-EuT
z+(MtZsYRTLpZ_To%t!}&D~nSvH(%@iP{59~n>pRE*?ut+H-56rPUy1!iX+Vz4duG}
z_o9+n0Pjr=V}*2YbIk`}J?4qD>Map=TN}e?F3X3~94yFw+M|9{2L7vE+LbzV=vKY8
z%60PrE-Xy1<HrE~*3_|#xj7F)rK@BDlFRj`KknUoTg&b*@yJOlJlkQ3FpgJ;R$K2E
zC`I05#gQKn!5&+uey64j#%YbL)NZisZBs=~e7-%YfeiKb3Nv@*q=4Byo13RgP3aeM
zn*7;+5MZz0P=dt$h?ayc&SgNFVAKHT51J&x$GoqywNQc0p)(k5(d{EsR<}T<WDW7V
zoagh?@(h%O(g+9&!97_c1Ad@ZEklj1nQ=os7x!_6VWfiH7-q_Vwf$l}ZT+>kA~cTg
ze%$%W&v{DJiunuRdcB|^hcT&W<g#{+YGBdO2nLS{rxM@4bh}Xhgv3qDDjrQsnKfgF
zbUOuVH9Q1YCbB@}(@??Xqs?K=2;ol<HAy+vxWT^%&6KmAY`23SwFb99Mv-$ri5p2t
zPy`l$jUdOEk?MyM;*Y>Gv?k#s_Y;no`9=)BI*c9R6TO*par3U}OU!<TI%mc%;izjv
zTlNUz{`;J1HU&x<Hxh$4FTbpoBGs@==L^xq>2Lb^w*SLtiI~Y0(T>+#ijIzKUlJD+
z*M~;T52|2@CeQo*!+-L%(1GqAR$Cj6#AOy>s?d!t?AtB4(aQ!`x#~Wo-Kn;Ax4XR5
z7XM!Utbdb%A~s>&U5)vDxl~ljUOh863(ioRLpVdbQ-Y<RU*OxC#uj%_i$V7LoF6%8
z8bdJ*?!8fqie1fSW=s}uJNM_r6iO?qb2Y+Gq@n2RkTvp?z<Q%lAh$sI+e;Gn+@B`o
zr)d|eF;PKxFvq9db<URvCay;elVvE8Z}~laK1+s#PWny4Jl<WoA8=5RwhfdDE|)xm
zg_kZ`AJ2G#uG$YEJ3MO(G&OD;UKBhJq2Q5_TOa(RXqS~pKVN44Cr%KA#Rn|%=;GpH
z+uP-*+m)CE3rgv1_Z952DhwxZmcRdq25F30LIR(jUfs=0Cq_LrqU0eNyin(%_KX=c
zPSM@RM}e7Q5+n_T>h_Lv>Z^BTFj?E(T^QvZjGx3X3(`WRM?J%D9xK@Cf5ImFEmt+Z
zI#X8+*Z$wKF{Xc5hl3{cP>&v!Wes8U-Q;wkE%CS0116)X7?|Z1lsYVGt#_`^R(a%_
zD`ew;zT@+85%=|n#Hy!746AXkc}O`he#8)QRkXP5kwkuT7TTSQ?aWZ&u69(sH&f4p
z^EeWQlwgi88sBnXnhQF*cE_}Jl}gkVQZ+wpfQ?nSi;2$6#*Nhaf^gA4{2Zh$60H}X
zlvM^IqQ&#J(k;ApjIlal9Pm?$t<;Pjt25>1w?cSwE%i2H{jb&DJH3$rv#W{Oo-RCq
zC<=)F9U}8&U|rbOPtzwbkV8P=(f+X)8BC6$e{vEdPnb87uB9?wod~Y=<8z~bIwo(s
zis4)8k&zSBDoDyFR`2`XA+H<m#QHK;=`04~5m>%-gyApEeS(9HgNqU~UQKA!4>xab
znTZc~-L}ty00Qw?>!*9<q^}0TVzGK;;XerSx}pM4Vvg=WLKqxj1h<Jd_0`1$F^q|-
zcH{D;h5T0hNVVv$i@LJfAR$O33JSz4>+1;-J&zDn*0<I?hK%J_cXq-AY<|1tC8s9R
zOx;-w3h8jv_^Awj^xrG$8DrH0dTA9x7?a-{NAB~HACa4~e*F15WC$?@RuuRMxrV_C
z>Z;84o-WkU;eWYbs;Z{em)~gw=sQti7i1*0P$R~r4b>aR#%2x$JHpgdg}##N{Y*{h
z_UGG1^`^2@Jg;i}<axn$(KJ$0Jn+L9E?qS_Y+GkYWKz2D>cJuFFx_`rX#$s|kBXNH
z#Rg<{b^%52Ji%cT^EzR2)LlOe5=fd6!m*mmVnfdRpyw*yj~!w1FH^#cFVq?OMhOWN
zpK?oA`Cg%Y=cS^j#r!!AT${C1Ah`pT-A{iXYOnk`v_?=dI2~_#A}7k;B5?-`Qou*D
z7*|9dPoA!fg81&>F!$%8nMS0LQ2+a5XcTLOu^;)o90%CQoQm=1OP%5RWxff|9&V?k
zrLhBKdE_riO#E$WxwH0Oa15_h)yw;;8nGiO8Il1m`3AL&2&%54cQ&0PrugFGO-Rz(
zNw|Z`wxpXjH0oJzU$NY~L7A7gO~Hp;1~Jsy#!>TgV-=D#esy;@Mj^NN6*y0(E6dBE
zEdjsgT~5FmAN`--ela6_A8w&Lu1=Y0xVh&N`T2?#=nM(y*PWLm|HDcPczV}+*nfh6
z2>&YQb?okVu>2H;&De5!8USp{gzskW0dR7)r{Ntv)E3+-VsdH{?oumwCsR3N(dQ;o
z%FL;Q!t8rbPwdxx&FMJxw47mFJnNL$5k_Y8C!?BHLz6?u9|3f27uSqoVIEfF=cZW_
zrD9LqxTRAO$YU8~-Mu4N9ZtF~t>V{jf2y6I@SO+iVm-0LMEL2d@HEKUg63R|H)Czx
z4T#S*$MmO9zEC{xB9I<+h?bSFUmgK@Nld|Y0-y%!@4QhKEcHgcIYh)&0Sz3DUgFdg
zyi(*aX4-#{l08KFKHTy-Tu>@Tsj$0Ld%47<r5b<}rhovkx57Lxcf_l}$?O^$$8zV@
z0uW*_$z%$#Su21#nnFS(#iLRRt<8#x#aS>zA)M8-JOTwfN?2<vtz(@oG^)s?ai4O1
z@Gf}Z;!ob)ws~@~+B3ihPUrsF0nXasI<_5W@Zn|0-(sK<gk-%cmuIvWhiypQLc{vY
zNB$=z91wW{6eL*grUA)M85`5c+Is&E6F6;0HxiOLgf!XAknrK@cSETq&)M6-|L5_1
zx<IE)K)?N^-KFsRN)yiIu>$d!_*JX_>uDoeHy&6CZgdxa0`_JvYf=8z=`7zz?Wf;)
z&6Gijfc5?#ZfWKcpBftQiY;PeW1|Xcn+7HbQKy+{9PlOL)ziv{x$rWcM1ov+t_*?E
z7d+_NpIE9uUaTvjb-?e^)tH-NelIg36&9w|eQM1W%TA^L=}=-uV=iXs6u#e0k+{FL
z|GLCfpbGiuHmD@hDfQE1`gk=N^8o1j=yuC*t|ri(LM^wMp?Fk+6efS9TVeQG2{xn1
z_dDB!)>@VAV5jHjnazQULiUesVfod+Ery)y*+XQ{5I>I<>_>BH&bDj6!3B{l$4FhW
z7gKrBN>)L3(N)Gg3_QlMq#)w?x6*^;P+*;sha??%Bfck!aa0EI2bb3`Ev&66qdrEA
zrX1Ij_Mz9@nTR%dKLnMn!+w7AnZqtW{u7M-!_huOgX>cSmE6vJ0Q%SLOj4M|2`PTP
zo8~k)k%TZyQg?UuMlV6?SDZ#CW5wH$>y4nZ4R87DOXGXyToAfNWmJiGvjM_sL<B0l
ze&I0<jEE!S4j~HKSc(G!HrS%2Xj0YKx*Oe}?q8i^Di(uO`tOxWRi-bDw$b$SQo5^<
zc>m8ZENh~jor7$M1riNfoJ3nqlfAZh%=f2^_|LPIz)&B0CucFpipjU}iIf9PTIO0W
zF!~VnY+=piJrgf9_*|Sw%1!3!=)|9grl+@}vZD9Fu6Cf14?z_7T(YHKYqi%Cz9?u3
zzN^Rsgu_u<Iaea`jzH>`NM3=HO77<{weI<OBF@Zc^WM$cv!GEkR6+N_Is0SDbAH}0
zPp4TRk>#P_M2r{Lb*-^qRQS6IoGPHIIpDW>_v7i|;>UFXh}Q>3NVrrQ__0npPV=4f
zL%6nDrP8b0qJBKa&?xI1QL-dQ9h{hvl$>aS)q`yVV#nva4<Wr=etu%zAcrDsg-awK
zeEcYCe&h_kXH2Y$k_^2Mg57rD$B$c*&3e6XGxZpCqRkN)rKspM6Jv*eNRpP8K*1Ea
z^haX$Gt(pI=eI8i=0U+mI&MeXDYEzoWJNIli5hixjZ%^m_*HQCTl`=FT8GEGQ{|n0
z6)HR~UE14YgLEUU1*qPuxx73u&a!*{PW4Z>tVKL0Egvd>{(Ff%uTev*oDT$NS*tR-
z&%8e@NMGPH*=_XC3L9Wmu}+Z)9Oza(hQlv|>Ba(zI8p%lt;qox*Yt3fNHvH}eA=1z
zu9$Gni%ho?67B6gWPvIUE_F=SPPF4jSU%d9{xZ;Sx)Fe=%|vulbn&qj;p+yDW8iU+
zN8u4{rmzMC7$LB%nJ@4cl@7lE2$w?kOmy1vpi5me=qJ-_F7f-2Xk<m0xQ>D*mNd9t
z-VBOuaLd)z4r&j;SEl~nD)YZcSvnW|q?UT$XJ<wmV0FC5kHrz})@XFIdL6kzBB`kk
zCU!?0S)(M&$);eL61-@5@{KYFL6}r59=Dq7k))KaEJdZS!T_CeQ%`kh6oQ@fQu@GI
z*tIEPX(<lW*@k7W-?{(tV9k|MC5ACafLf72nzpCf;#i^hUY*Y#9+;r41&!*pH*TlI
zr)y<_bT3`g4T2`@2aO8U;QI8qTURgS3zoVFtkT>&fjx()wWqrq>wp))FAt@PNjaAn
zlB#yM(LD<Qxj-xGrV3ChjnGG;;GE#;52GJY{P_PYS20wFQRNjAh`e%D(p?!seKodf
z;%5O(aU%c(5I+H5=U^p0OVk~-+trYr2R|bb7B<#?V=^#6<>u~=0#19tX5NX)6Sb!h
zwVclscX9kJuHNouom|;H)DdVvoiHE46)`0)Na(evcem=Vh(r=`OEqP>wS%8a_ROV?
zfjd}(uSQrP;pGXSl3{3fjm^m5Qv0)uHr1bI9SN<#eW&#@GG0!xIEAdlOqy^Mp60gU
zl7J*-D&J5>UHRZ2nO8-O;QuMu;|)G4a;oYz5?6qbhK5RNPX|x6VxLPqcQ?s5wc{oB
zGX%%<%uL77kO4HVi0kq`sq<{cx`B+e*74?D_vJ1t`$rH2yV5HZ55=eg0{z9wyh5$5
zEL?kdp$O~i{?1wuTrfhv={MKgN9<tJP$1alc4mEWzW!;k=Bup4wikjF8I7$rfYeGb
zj&ITBi@$^!ib-I3fIPr?WUr|PMO{~us&nw$Ln$y2pjrWK5m%)GD0>KkicJWrEXidO
zOwG>z2367(7n4vwdKl$ATlwE5o#6WNZbU>66riLX2``$VQ<JWlnw_OxI3WyNYs&h4
zzJ(t-XLBEv$2I<5B6sdI#;Xg6e^^t)ueqQ05JXDt;%<KEnfK9VExkjjfj(aqda%J5
zRw6ZdwDAZ+RN+fT>7?aQ4GmJjhEtfnDd|>4nfcd7Z+nAUQKvr_cEYHNnWX<tuEbLX
z(-5D2Yl$~^WBHwwC4sPLK9=IFSyqP%hW5x5e{fe%@9T<8)RIvOHuKw#oTD2UOrB=-
z>tTa!r#sl&duw3er@Px``h!?dX$M+ObUku4BnJ8KQ}gm|uMZSoVm+6^vo<;#!aCX-
z>io{z;&wpfGM}V$QNONGtRJDvt!j1QJw#6k@K&sPO3{vZWdVSXxliZNuqjTI2J+{0
z8^TX^=P7d}sFDCK0H|j3M=k5ac~UnIz#CaUqyCQ5!_c=2is`I3wMqFtRhya|exWhC
zW!=;6E&P9G$>G}NVR9CB&(I5ijE`LP^%G-x`2fF=w%OwtY*zw8n1z<Nw?_iqJf+o_
zYaS3Wk9T$GvW3m${2^v7|ChcH(Pf%!1Ux3mAPay0)|%<IrX{MI;E1l?WOVkwUVz6S
zVu^vr0tgbr;Vi#9p23i)yNBX%?cz9i`tWO|!pI8lz88cl1M>l+{Oc{~$Z5a(C@x@G
ze#@$Rh8|UWMXQs%kvXfS$f~|1ILbMp0VrEH$svC4{E-4vhz7zT1O1Hwt>p{66S}6v
zpNXn5BaECBb2ZGMG>jj;aFKER;5W?8yd~%^r%iivc<UNBh!GOWl~dS-AKv~U{twO#
zDa_JiZV33_tb2#o*C2;K>H74{CWv6NN}#KUMJ?N19~z}H@j;jH!HE7T;Vj7V3Q{UE
zZ?vufRA2RT5(v(5zvF3JPX@E(2gxtys}YZU@p!yCKXoqILHi?WI$@X3F@&59QjW@I
z1eNh7?KhDCe<9e}3bbs@x2NZ`BwG@Zq|3t2Z4o1#uRs-@^FHy3`C_LLTo8BVd#PJb
z-#a*}cwkTC^PFTrl55><YpX;pU`sYjTABc;tiZWb0Jq_=aC55yC|xS<W2wnCrU#80
z&?(O%P>eeR_k+Zv&K)QjG4MXbi+LvfKj-dwsgtSk=Mx2J6rXfCL2vpr>oCLj+a5H6
zV*4m{^j@WLtU~e9t9u;F(Y@^$-F<zEP+}s)<9NT^gvj;?xOV0%{n`_7w;fM-MYcZ}
z>vT*=xWofV?q6~E1lg7fqL^>L!Hf6Kee4$gZCbR31v0^lhY9K*31<J~bi1x+W&TVE
zDg{va5_U&@mmihd0yV7x6dw`NZ!Itk8^>3Do!j+_bMhh>=Z(^jkAC|riqyFhDqzvH
zXi>c#*1guYe7(X_Qe*(9{Uv;{sbqf$_~q-qaKBIoku-f^btB4-p93JgudonW^ot3=
zZ&CgF<rpaB%V~Q(jh&R_4fo`V0)XY|+l-D~$&gso+Fku=2RS-^q?62|Pec_@i7nk?
zWV@bH$e-fl$4_w21P)Hs`0FbXi@^-?{e3rL7)u7oa=*q2p0)blLa>wf_08T@`G8x?
z@R6P-J4{TPuJ?OsUL4?74mTK>HVufSF3K~Iq-D#Xxa%nbun`;)Rwn91b?EIkrCIi5
z9vixGBZQU!r;0+6!n^v2fJg67ROaFLaFT1Ad+q<FH}K~Xxb!v1{UY~xr+s4ch_W7u
zHfKVbHCHP&yp%!#(nq1PhMv{8qE`LZa|zu_WSoZdI<*e7fNN>#o9WN%0?nt!@$A~C
zEDs-w2$%1?+$#=_`}Xcq5%9{9b_WAl^*p4oVkcQAOO9Zw6DnIg`?$2b9<k~y=+8h!
z{~#r`G)>Ul?m={TYXzt_(PWxF-pUfIAUnsKO90RgP|H`*;Gqt^hIW4X6-`J_{{Rxr
zHCIA}$LD#%063>O5?2&EnKd`5^t-$NHIHQCsB{$|h7;_!kzdZ1`@+G`a8#!d>_+y2
zXR$Ict^m%R!Ye>-6)T5<SO(ZMK1T)lzieaQ3KXX_41i^sDv>?emwT22X0y?8@v5B+
zA#;i?-l(ujyJ%cVIo&SIrZLY8>9zl4NQZ$x7uFW^qQH7!4(=Ht?#Xsr$dU9>e7b2?
zVch!R${Y|h1U<OGI#*#hgR2KC#6lTlo;+a#FoSaZeI3|=I&<@+%F4<psva;b%$bMB
zIO_>Q?I%|kYl=I3-j^;##bt^c`sJ}CZ!Le54$W7g+Oq$>zA$CZ%2Z7mO+XN8b>u-C
z+j7VGpDD*a#34~x-vV{!lp7{W^rQ(rH|oQ)vkQ@|%y3$SqnGIKK9i#xM?nny8SEzG
zC~zXJmM@b^^co(nc_g(k2?)bXlcjkgmk+7L53b%yBT76hoM5yG3tu@qejrSt^h81V
z@_oB-hwv333z<I452YaI#s1RIFYbPkbPUT%EE+{1@Z-s$T`|wZi6}BTz?x-cXR~l*
z5Og34PZf%@aLpzFBs1U#0#2^92083N7YG*MK6qlG7v#h+Ii)pFyV(r=?0gyC0BUKq
z^z&Y~{b>_$`YuHe?<pk%04`4q9zKd2ooV2VenJLF-x_6b2un=L_)hlP??ZYYW<0rT
z`dJyMKU5?Sc6xiTzLxv%$M8>7G29b3qS^itAP<e}ES)gKrTR@X^NBsY*(*L~Bo(wk
zj<PgrD<Y`Kx5jPnyDwGyNu5qOdY$?A3*%C1Mx&qI9DGHZ0Q8ELlhf$imw}RdvU>iq
zuSYkH(xD#AVq)kcJd;<(3*+NhC|a|6dA7olFpQn-;Zmf;wTo!bdBK14DuQ=^`!jPf
zn}YnnT5JQq__R1yCrbrAD=Gr3XyI$=_t6?3zaCD)s!=hy63u{bxjtB{Ung)U?>jdK
zWMIWD2rJdWxb^%_Vc%5}&%7=R7Z<)ZTV2NoGA8@QN(oxBz&3enY<CrhGrw6XXwD}p
zANoEE-5WN2(If5W9Iqcksi{&8E689nO5RAM$)gW?YETSB$eC}8`JWY@Gw)3)<EC>3
zR3!Bc5Vx94m^^db*R{4exKS0zbz#z}b{MkxiwW5}CELKJ)E!>bh%KQcyM233vG_BB
z7u<cg*e0ZCmx6^$tw{lEsgT<-j9l8@W`y)1KV*zXD{`s>9;`{*u50<%azqEb31Iuo
zSMPd5WsSz_y{I0!eu;ej<$HrG_Z=V8mr99o-6QHekiPst&!&~$_(uS80NCQPQMuKh
zIZ7fc8w?WEOvJ&{1I5L}{X-o%kZ&m4U}<Twx6p+PA18mX9}9I|xFrKrAICcU>uVSA
z<GSWV40FvS+>q69her@x>d$1{Z!;C<A+%?>XaHu!0Wumc7x@{a%A}SS5@Hgu;XD+F
z_HJs+ubL<*1<WNZ)X%R%;x2#C;S7z5@dX7F!=kz)_>jzrlnAu>fb!mY$Gq+@QOVl>
zdukOjBwr0}^uBwcp;?q~ljj6sW4dcLJQEo^FTKo1_tF1pHipG~GyRxj#VXoq16FcO
zpIHMO+;7Pa>MNO7oEsD{MhBnW9`i0hWKYymzZKbVSNhVG-a<^JVQqa|*tsd;kb=Iz
z_=f}-lLLt(Jt2ZAT6>MmCG>2f>*Y`UBKp?Ih0#!k&r|k^e)8Jz+qY67!=m@LUGra`
zL9r1uO-*8!>)$GovmqqsAqF@?FGz`D3P*9^86eutxDzgI9|T{Q!jQBdHHC!*p!R0?
z*$u`@fQ41qprrd(81jP{855@)JL1doiUS?6YhC-x#{lSJfl_-Vn+T8pPYXJ*(7!^`
z7N!q5FKs&|v+7{XWnd%3*a~!C@CWSjmzyA-LgU<iQ8^xMwPQ&J=*mmxlKnuEVjCU(
z`HT^Kb<7GN2q)MF5|S`Nio7tmV#NjCmECAsb@0_)KuUpHt{1#DUx;Zy#F2jd-9rdt
z@*4uN#8{Ot9WRaeEabE^xQ8P5ZqARV($5^t>A+#<t+wZhkWP495C+K8kLv^J3JLVB
zI6-YCFE!3C@1j-PjpFt66<bbgw%L+(cFzOxdqwdtXo_fT5@Tj!qRY)yhimsI%(a}-
z_Qo9)y+9+RH6~hAUx@bF;$<v)VS^AO?*pKIXZBV1Ox*^e@UhNcNc(S7ShJxH!yBCB
z0_`mixOM`Y1jnuLjlJHSTVDw&&FNp1#v}{?T7z4flN%!6NFOw1b@FL)|HOkFCT9%=
zWf%@c)XHYvgR|pIbKirF1yo*gaz;t^Tu<cWsJ*X)>7wx$Uxv7dK({sNS)wL3V*6v&
z)Ly-f{n~fkRe(dF`Az|i?X;4>jDP}Rz#1xN@c{BN0lD_Z?R(`&K|ZUqy84NJTM^EA
zNF56EJaPh+8Zm-%bCNwQ;55%_8Lo*-+hO%<K$KdDD`~WSI#ivGvtx2n37YiG;6(2+
z_>OyP8^sFHgh$cSJjRr9FKKgabUx^^qoIlVNXgkpmp=MH6LS?Z2ly6&L-HuNM%AX9
zcRdA+`8mjx{-*}X!Df>yXhtOGN8?(eK0LSi`3K<IxP!B^cir7fK@s$A>zGo=@qz7#
zJzi5zi>O*BV0mzUdUY&SHOQjqw{$B|Mp|@)e$5gr#>1R$V+Bm@>8|ufkmc>C)Z~2&
z=pu@CpEK2q`@Y!}1E;Rba2Db%y3<Wf$PJh(6M(MG)&MBHI+UiGmBj-I2LXV!XLg7R
zsQPfh{^7YMn(&q0AV3CxDT@8-b`BN&TORZ>-^JAH*_9MYdHa?f@*fA}a70xyCp^z+
za%L*igdn*y<?cnbwJ#@r^?mq_n9nj1HpTCsXht8glj&P!K=$r`HFS3<(`y~gh(#61
zO=a;Y!Lc?IFbd$U$1dXWD1~e(JpMFV9>=+4N!H?l$JznR!)#D)E^7Iod)-rqC(KpJ
zG{R3eBT_r-fS}ngw*$0YZfZ<GzWeiHVj6Lok|sFMR#~1d(17andNqFZ#gau24y}~O
zV?g~>^K_EcSgeACsMLqWiwf~v4SB=}#5WpC8j8#?ASOR6)3pGh$uj+mNbixs<CNS=
za+oFb=@vy_r<D)T5Eb-&X<ZiL<PP6Ywpu;n=cj9J*H1=(3wBW=lxO+Kbj?#fzd<Pk
z6~_9`dIAM+c|gogS7d?xB-g#W*lq_O+1C$zx-$m8B0`pIt!*3>Hv+5QscNi(CRB^w
zxJnTDwV_ExTqge1t^T?sFbgtAUCtO!3I-5=IDss?SZ}82w($zw&HiO`V*W2hr%GJ!
z)RfR2y=T50mPDJ+lhTq+LYzMAlLbs-L{z!a(InB+-!S6?b3%cILBUQr3h=ITdEkDo
zwDd+l&L_~M-kO?Ji?RIXERj78#D4}~S}Seuto8SQ2lRg9*j6&1%~$tws&V{l(@K;?
zBKPx(IIi<*3zU`uzzsMG2AR!g@fQk#a_=FekAwArT~{QS=Ha1GHMRQvmm4l!+usKT
z<hEhhJh^JfP6GK?)vg6o9!P4xW09Rh_3oGu^xRv}JGU{>g6@U+dRD!?Vco+uVOnPA
zoiuIVFfUb*r4H5{n15rqedT<E3B+6Sk*!dxzCDZa*Q$S)I(kp4`@_V>Kep(jCLT4Z
zJTjK=AIZ~OxDD$1@~pqq5m;?;=NTq2=~EMmfdvwHXlggL`S&an5UfUk#wG9um%a3L
ztGs^MgvAl~UMKT*aP0_eoOt;?-bt(9MdS~Sgp-l9WnczhG;m@}x6XQuOt1g?m5{YD
z01mL2y8!O#ULX9$)F8;TT7aB5gKOa7(thf7^3HAbO^sS;o$6jdH8M7Ld<A(bt%#Mi
zXnF3>y+@AEjiGTmDX2WM9U7tFfcGOVPHVZisgH2Z@BTNf+G-bPf=|xcy3p6G*4FlX
z!Cmwbk-Zit+rqTwoWNMlLY)5Xf8sb0i<x*9nl(=38Pto%<=Ixdt}=n=>R<?Nu6FLt
z0H_sm7-$mw8}o8mIG*_LjsBm8lKM#JAxY>9kvzbbl>9%o9n!x`ubzwbxRg=4(KC_P
zpc-jU=6|G*Q>PSP_o9V`F}VfFT9#Tg7+S^&@@G&CDxz+lVvf}uKFJZkxz`;%*>^4^
zIVM?zo$*8}^MSy-{~xmsZ=UMdjpuqtaJ<*m7r_ktL2gJmGQ59XI7_k+&t)zF+{Rgq
za_WFBl=Mg1rvtD!M5C*k{mQ7K8?ZybPR2p+pn)oejg4tja=0pPy`8GMY3=v`bqMLa
z&-&!p@h*}6cg(V>T#|q1yZdD!INy{LbALkMz%zCB(}N7gJe*fRz~|lNf{H4{AS!O?
z*F7twwm5$4853KR&{-wbWW2u;`6-Iw?Gu1jevaOd2-?*X!7L}FN{vWi5M7y@m)Qjq
zPkd4;Ks*MS@?b*Gh|eF&a)f-Q15IQ7n(Im09W4aNC7rjz97*zzd!#7>f3p&)zRr<T
z?sp8l>Av;6G>5@R_*ALEMaNg^C?p3$mb5E5nQt)8m_Rk2C11%ZvuqxpfLjORC^K^!
zp@xRtXW!0V`HUct+JJKd9QZV?(hiib4bYj5*O@kWN-1HkZ4ME@ugUs1`hx@jUc(CO
zzyG)`4_bl9RSVs_PuoPAL{>P{fmqN*S?h-3_aE?AyE=oiT&dP-LkRcUpN37{DM~7D
zYRUgONkD1}Hu%-xU(+ZKC8*+q#a^nL=vq!}dfHEX#I1MPOtg^SWMT~M7Kl|-sX#0@
zj2R&zUYxqyEfJ<)InA#k@a^>;+&ih4ScvX_yDbUD$rHu`mXD)OAV0KaU$U>56<LnV
zS%K|my8P=`gafeZjV;d>Ol>J{q}+9!DY}DC+Xw`%lK*idC<0mCX@aV;@!{CVD`Hwv
zt`n8fDKppZm*@@rLFY{1$?4nU#GX!sLe35qC@W1u;=n##?dp9DPfvi`0%0bA{kGzV
z%TSXG*SHb>tm#HlQf@IaO#J!I@M`@}4mwKEG(JvUSns5>UbU@_$k|zA%t(!YeZ6oN
ze=C_%;tUobUu*4H6dtTkcPTy~{N{{zvfXrxp`G7%pHUZ@hPV&T`}U7}pcdx0M!IHQ
zXp7_PWrRlI#T8gZ|33TJ{s{9&t|(DdrHNiAC_T5PPXAe|(%|F2p4F^CX(gaE05t$n
zG!L9M@D!G}3VY!19uR6mnbl!I_Gz=I8gJ{1AQ#F6aqcQNm7<e%amY`~z7kHxDOYVC
z{P=shK}@{m!D*1!5mFMR&lD68R0kSRfWKFUlHY3d6UUYwk-FV9hfyKU-M!A43Qq@{
zM7dfrz;)^J&plf4V1|lW?not;)~RAvNdks1g_=yfKuv%5oTEC>fdY8LWsO@-o<oxq
z*-hstJeu%a77{=y{C`ygaWP`koF(1jqHU{W=E%<Y&(P(`lvI*R7>5uE+J5)BrbO)1
zu1i^N#)jo{R%ZW+I+{^nIKX`JP7aEl3eIoQ@=$R0{=S6-uvNr%MYbwFFnAXc0rmBR
z03eW7^!>XU7`8_>A5hr~T%^z75xgiehoS8P7p3q5SqYMCMa*w=%pVchK;}SYpnvj|
z=JL$OigajbgYd`&oE;!4nR|v@kyNzs^!++a)`SD+0WF-CM)D&OK<+4o5iKPr=jGZO
zZl{idOihRJ+4i_rme58ClJuht_`YFJ&X>>4Miq)F@ig>QKpc8kc|#V-zv{yxsEQ77
zO5h*Arv;LI$%}m>uqnVf6p!JjVE~_0Q|*l9;3;PHi&L*gb~^WiZDoW3hS%~FR%#zZ
zTpFr;-K~_293IGkIWUkVHJ&}kz4XWVlHkM&=_?{88BeVmQ^=7Pq%E7wi3YYtuB<6p
zD0yp<CX*`=BydfdE4!}I8{Cij8K0M==s_njJ$-z7cEl0NPrrt>w~M1FHg$n!zr!RH
z3VvRuOGxtIQFwcMHj?%HabZ;NEwn2PCneyR;|n~)@A;xeB78@?V$yP|vc1}>PbY&n
zkAhP-q62|YSC0Qa-$r+Jdh-LlA>XuB25fXcvp4;dbW?n8{kqn+4uHmIlH?xBpVcd?
z19j%h>S}!nU&4660{47*F9SRfv5eBsD-6+K;hbH)y`A|DFGipcNoM91_k$Iy97&p&
zB}mrqr6zX{H+(`{S_+X8{sYG}&$1*>DFtdDxp}#VzLnnu`?Y-Gi0ZN1&iNvy^TkC=
z=j7{+-|tT26VzndKGOs7?(2lk%k`n={80)TJ}3Ji=w2PURl7ri%lwBJb-{qe!0~&9
zN;^FOXes=cKpnwt7J^Sw%pl_*1zb${%BmvU)GXTelJ4k_s3kXFafVv{`OKeBcFIqJ
z$mTZl!YGUq2C|toA>bF!*3$Ecs3D}lv$Q<bTg>O6C78j}E1SX$_A`^2R3!=Hc_v`-
z4y5<2W>3nLHM9#A57YE7U+~eANxYBfCq43CT9@C0`b*-&LPELwTskHOZnb9Xb@b35
z_uNf0_}Gvcug-`bAE&!)j|^&rh<CJ%`6?{r+!48-?8$QYDBsMv+`xyPgl(tSRlE`|
zb4z3UqO~2##S98xdKRT!8Gx3+L)8a%*R0(6vgN*C(R?p#X@Er5`OlB{!M)q^p;iwj
z@D_9e&q$pkDe)vRNqRy8E*>!Xq`ZC|nM9|zghX_9`72Z7-?&q>1h*#vOf>c@wB<Cn
zP#@Sr4KTDzjnN$S*kedG=;PG+8@by}Ug{RgJ2_!TCC<EjpQy^n*kJ;Ft#Y)}KqM?I
zGv)Gv&&C7ilfAAMl(>~m(j?I=7)x=wTNL>TGJN$%bTVr>KNK+1{1?TAAh?pdxL}Kl
z8=Vl!B`Tr7vb<6h##EJb_c<PgW~r7G!r&+kn4wlT>x#3Ec7mtHrY(1x50MKM9|l~^
z3K7e5P4{Red}&Viq#tih+EiOA-lL^$+}bh$p3eB59w_qIA521~%d3AFt6MP`Gx8Ce
zZYHDmw~n3LNf(Rg^ib`wXl`z$l7|Ndkl#Udl{7s~+SB`vk;5=@V>F$JArCvz5EG_O
zARZuwy>_aw+_g|*EG7-{sl3C>Yey1j^Bx6pfnF{V^fsbcgXG}SPvD#2cV(54JNu_t
z7-)=Q_eo|Na3NPdh-5W3V7JIE(dTDq`}3YCFv#TTZ=td1t?!i*??<oEmkCyv)_)~D
zvGtX^4Pb#lInbB#pSIWlovx-NsNdQ+RfAZwJPR;A1D@XA9dYYS_6wForai@$KewgF
z+JgLY?`*LAId5hzDPl;XYl-#;24j?(|L>Km5VTOo@w!4fzJ<VYdDAKR^43ow=+5-S
zz0aEOSj4zV>|7KrZEx5>%20*_NSd1VHa1jZ(tQrgpiL@BnEBE|0@xar-h8{Bu5NpP
z8K=?_AMq%IGy5?VBh^i>N~-f`h2B0NGkxB7_AvHzLoo6}5lWt_)8xCszDZyb8?Y5E
z!-hUd|2e9*ff>>0L4-2JJ;9OI%}996(?A51!T7miO@O96)Gv3aBui_qYFh=2qxREI
zw}87oAA#HlPk3!~j~x<!Z!zSQsyU)u$vmF`Tn7vH><<IHpnL^_iJhI!#pU(sjpzeE
z@U;zUQ1!vmlu-fHi}YM!qbHUR&?g;$5v?$M)tMva99fqF1;yObnl(XWIJogJo!|MK
zsoapB88T!J5R5Pve&>S<ie*!ME&%}{csee#kPyyj?)}bz0s7wf^{!1DCSAb}?~9}t
zq5;=LP{@*nf<$nxPma9PePy=v&XE!FktF<n<*B9331uJ}PXBl_6~+hz?<m~Lc%njY
zxUz*SLQLuOVlRYAnCEWFz|xvMX2r?Z@OuNFK-5f2`<9xKk#u$jRlC~lxZ%k@zmh#W
zZ|=O#TjUlIxx2l+=H}%ESQ5<0E_~qQ5*Gg0;Cx*HNEc=n61PL!M=py=Un-0cV~$=W
zTKA=!y~+SX6@+^tWZ2vt?J8e2#bPF<ae1!F=Qu&^V~Ha_zICkpWKhP^lKT0;8)aRa
zOII`}kHJNBb?r34f<GGv3a>KoVd{B>v%o3GBDmU}H?%&w^KvWBPFZ8h{O2%>+m&5v
ztlG&Y)vKGUmcn#N0N<BZoCth;9srodsK=w1!JdsNwZOA~;9hgqi&0a<ekOQyOC5$Q
z56B@WC+q&~DfC-@l1q8BcsgbNS3%NZv)x~mFxI7Ahg+K18PkK#R`FEQ6BBWFj52%6
z{T?sx?b#kkp8{lZ6l^oJhT@e#IaUBHK43qnDM+cybYt`aYjC7a+2{(e*nnJiu<gLi
z7Suu^_`ZQ0W^;l;aDK-`UboO?9xgWX_&<Wi>rq{o@VnBV6gPsm%<W!;&)GtkKA92(
z)~+#{vfcy{Z$|TDWi?!JDM8EG8xvxR?7v3g+{3B_sJx#MrF{bV9#Dv&rI}T(S$7%D
zC^jZpBQm-r9YB31p!fB>=gxH7y<`C=2NQH_$Rn5~PNI|}=8JdD&*13QskcmuT@(>$
zyhrwi^ekb2{NG3={iDY7FYPeYUIv=#*D&h4;UW5rJ|D5tNA<~<O|U?eA`z=0eP8N8
zj{;F=XD7L*ZC&S>#cYksQy==;Cm0jWHV)f!UUa~91jJpp|B)LFLky`4mG%_!mt@Uo
zL`)+J3nfwRk+5)1Y-grl$hlHx$S2NZpey(Meq~qfbMq9%(EbP;Vcb~R4&@$dE)2Z-
z0U!t|%!=^Eq*+ILactJ3HmazgtJn!#oPYynJo%_A3?Sm%zWbR_zX#JS*gzGanwN4G
z@nd65;Br{0sO0ISzErH~_8W4;dM<9rPPo@EV=6Peg{Ut;{Z{91K3MhX{(+$X`WD0D
z%aQK>$xo_aFk~nyK1=#WBS%c|GK4|9tgg}X0Y-z1;__sLy+pwKFvE(MrZ=aAvOYeK
zAHKqV_$moG)xefS-x8g*!HzOKq`iA^;Bcsg778#RIQ*#q4T3}{An;vTeI!D?_+l}1
zWGdRbZ5V96D`|#LH8rxi5-tx71m5Ca7X7amK!jR|BS|)Vv#axEOQXli(XZ%-dOT=G
z4T1P(W_k#*y(2()ycM~*dvQu2Lmwi7Cga~sE#e~44V-O6<mB-i`~zc-H`ijR18CrU
zG&Zs4Lp>wP%FvBXXqPrWgic8(Gr92MX?gpM{!ozwexe-hyn3$4l+h{6U5%X--m1q*
z4OS{BRCV2Dg(6cs7IA*oyR?MW+A%OU<k4(?=MJl}%HDU{({<6jnaPseqn!D~1uSm>
zTCrN5Ri7gfFDi7lA24<Mo^xUO{nqcpnwFZh%X{^u@G)=oO$RrMWClovQUXa*CiW6m
zBMO-T*N_QJS1&Wmp*+L?=@N?lV8}1+sKXvpSWKTaAv;c!bR8LkQ~<^#xSEA@0zqlK
zKx81;lc{$=lTeN*U6kyVBj_?Zx7WzKZ*h4h3C!y<F4FgnUt!NRk+4AGuTxX9FhEuX
z6)9Uf$i%>dzPz8>vVZ8M*oRNX7ib?;Cbp2S97paX9iLa9BkQEafyOAzP8Mx@8j<s$
zgAMdU=yi`IJ<zCr<idjucnAHu5}cfzZIA|oJ~4%F6(}BRQA)cLplZi45{npsDNX5(
zREblh+aEN0mqzThNyn&=WCQy(j#i5|5kNBoz-cykbUxJ=1~Lj&Qs$J1#EazbKL*hx
z(YW)7v&vFgXe_%T-ZQkq;(2$M)4S#IG_CKv5l-PAzzLeAWYma4Qis=y?cHrn$2iwg
zfon^><(k9t$Al>c=Pf9DccF{!;0I+><||Y0-+G~tEOL(ZN&;OPdBS5766Q}A{HNo|
zIe}!THD3P2EqdGLLn(R8=^-@L;6g0|Mk$>AYV<YoOD}AJk2epHzYYA3e$~<g21~B=
zx%pVWhTF~z3Cg8CshiZ%Vf;{sL*&V;!Nj<VpRyHxqlW=7dS%4*Ro|jV)TmL>8CS<R
zeae2-WX;nnw<}9ll)cyP83%B*V`5>IYL*J1n5{I~;D>rrXuY?Co_$!?*t_|Y0aw6V
zvgQ1>7hdz@#~@LN1+mL~oZLmyQ0lAF-cJtPHJ%$nYrowUFHY8<6)MRB8-#K55#{mb
zC<#nW%iI;c#4AKvkJ0~YO=0-68cV4{=bOVS5vxC=u!Q;`W&z$n1_ik_w6ls7F2EYD
ztQN<QoaNC=PFfysx&TMX=C^l!C3>TGsxqDSPY>OsC`53ne9g3yly}@w4s+Ct>;Gfz
z&Eui`-uU5>C6Z7gBwC~tLUvgyp@p($Pqr8{mTBx;Srf8^Y+199u@44Qlzq!Gmcb;u
zv1H%*ozds}`F>x&=Xt%Jf1djf#*8`lea?N(bzSfG^}g=Y4{Ab$5#NM?n3Yn2Px?0{
zi^DOE+X{&sUG{w0NvQM7n_0nR+*z-@bm^w-sr{W^kI8XOoQw|;8`0)oYDtYfY%TeX
z{MK;G@&3KX=MEhj)i>r#F66}^#hx-p+_tc^vEORqvL(85fjkr-7-+~Mts2jbKn}O<
z4`XhUm(1)VD1RiqdCis5f4E<*C`h@O5kE<?B=;xz$(bZYp=UWFe-=t9KZ&Bs6fy3z
z8dv7TCL9dw23igdqD<9fXnwFuRV$X8NIXt*gNRx=;(VWq?A08YFkYZkxXUH8G3O8j
zaDmc@v{F~0qVOASb8BEz-xQf~7!1+H)E1vL0{b|`gv#W$`>-z#Wauj0|ITSHGuGUB
zvY0E~zDrSlCSvA9`cG})w#}y}*8IEg^U<cFlOVlnO+S(KQOTZvm<WHAV^&2ke>~~a
z-DbjiL+-`P;>t*hKjJ+X>n&d_beBAr=3{yHZWaOoaZO^<f-qEvv!Y_p83HS(@f&J7
zI2aMxBnm-)@h%euP!}k7VGTWvbSfJAcX$r>ww1SFglT(c=e^FX1dv*Q*iSD7>!<&y
zL@>|%L<oGo^XP3<2`KD-_qF(o(b&wZ&6eqaK=4qy{mbv^Z_O;!)sKftgDRF83-UYx
zv*dQpe!;-=U#h8(H{9N-|6q7;*Qaqx^?zoA?)?e+pLA58h_!>q@s*i-ur?<cX9S(?
zh{M^QtKK`wAC&)mq7zY$*%U7|KlfW$5j~wyVjc%XS{;d@Ujb*t1Sqm69BhrlgRoRB
ze#g=~wQNt!uUyyvmG<zp|F=Iycil>*$LD2Fc%QTSxS%0!y_R@<mEzI`3vZM1RLjyX
z<u1yupfH}DC2-Fg#FXq~qqCo16av+cR51~}+w&zFTb`RHAekCJ!{Ynfj|u>QqvOWp
zjO_=GX!>8xQB)Zj*~?oF$GW?VN6AT)iSE}y9U7@G6zzZ`3;%)#aZa`b$l-`)b*H$#
zSL(_}+B=p5QHy}n(l&jG6^7a9Z<NFOFi#AVz7Lr7{~k9Vfi%}`4uNXfB%te#INLQV
zx%d8NYt3$Fkp=0jA@+c!FYoO4KdI}?WKGojpdcz$z&?<ZbRZSgG!IB>VdO*l5OxeF
zPH^rD&|2IFN%kVkc2}Tk{7+X}pXR73-c0U$2D1AJl`X=E2L`WSJ=1wj$DVXyyg^(k
zwQdwBklq4S<;oU<g6jyjuqy-KDOe!;hWvDve~$<i_fy07-)Hgy-aH~2Fz@&IfPtSb
zY91(G;J>RLkotl`h{`$FXW1+vr~{n-T_Gk4fb2_`ifMU$9m$Z^mgv9$Bm6n%yyF6B
zpG2ecDH;|EIa)y-!sq_yiZ5Mq_~>*_Jim74#8D@TLDGpI=n_Ew<UgGv|1P$1XB@7J
zq)s~0u&L_n>$7gm*Sx9Oh1U&|)2%V}v7S)JTcSY!dpA0f&cNV+2o|RKHQ(cXO49{-
zPxCA<g31fBLPY_Ln*H2sNl>|UI_c%Dqe$&v_U-6}&P6%7X!_>=-Z}7!D%kb&NdOAY
zpLGJ|YE37qT_R|lC6s{|9n9>TBUfJm8^r*`q_0MA(&7Y91f*X+Bmx<Z1c>^Nl$JpD
zV=g@5$mt=muIV9TA<rr>bB%m8NzzKUrnAicUoOKO{(D>#kh=d%MuRJ9vVno+1Y&ex
z-0tiA2BJa_PuF6D$Xa?fZqwHC8^Gh<-&YTQx$=DqAOWBXxPRZ0=Z=wp^c(Qq-&Cya
z)Ig1MSKTjFZJ`bX@@?DO`~XiE&z$uAO)jX2l#RAwg(&2lUmoq;?r%*_h-x)H+)5~b
zwh=Ho{C)Ylwa29@<sCuw(v2@Y#uc{k<z!q>-YAlIZrtn9Z0TmSH?Df$+2}#c6Xd4*
zwfCXBoy1w~r7F7+2VBmg*I^6JWb^<lc)4D<ce5|v3#}!A^DUlmNr(48#hA{+INr`p
zIos`RwT{^BZ0(j?WrG3^oP5As3(K`ub(W-MwI!&>zGGkXb+q9@EqaOADbc(C;?(9W
zNlUdP<#kDQe|W=Am6j@cq0wbld=xpjTfV+D9shgRRE>x*!#td<4S#r?Iigpur*=ug
z6Xn5ubvJ+3iZ=@sE`u;OO;n}OdB33AYcR0Z`EjO&;0O1qZop6;9p?PGf$|W@N9x8C
zg09hXV~mkDZk5w8@6P6O<AVW`ac!uC=bmT3I{{`jy*i5YyzXfN)Urt+Afqtp71>_M
zJ$)#p_R~mzcV7El$(6n}$4<h*=OkG5{3NM{R4gI(DY6Kzn=9{*za)K?y%KQ)EW4VY
zWZQrwoHeZ3V2S3Rs`n9sroT`W`l<IID>#YbOXoFT&(X&6>iH*_&CD=oBOw`rhi)e>
z*)AJR93Zfa5qF=P`>LcZc}HF-dqDps@9ygc<!8KYe%)pn-{h9e42(B23GSMW*n-$3
zSZ&@k7)*Tsp<Qwjcy@Vg(zePa71;i7f+fADij~ucGff@wFRqVB3|a(jKei)$?v1NL
zP6W}+48g>5b#FjGky<l6_NHb5(1e6N`_|bnvZ3h^1on|r)pz<VS-bGU@{8mBFd=tB
z;}hg=fVr9wOIzyd6QQT=sf5IH?&szLPr8d`y{T$A_hNTP{BVB&D=2#Q-U!%0Q}$DE
z(Q%kp(=Bxb$DTFVmjP|JO8ihm5;2qbM2~=HZMH6U^=>je7i;L!zsLC6)6;#4vwF7x
ztrtvb75Z(UUPs<3g+!vXCOU5?z?X~|rX=n0r{jA5bV!sP>=rp2#f-ovClHR8umqOn
z8rOaC_DL(UwGAIFz4mx+sa_@YVy)aGTymt=?4NZ6C}urY1G~0B5G-kEJdLPZqW;HR
zMr=o{C}{jN0`puhbK%K7D`MFQhN0SX+iY+lVr4TS=z9f1h(_te_Sc37mfeKtp_GBx
zcZ+WQo>5Wd60jw5hl*nlVX7H>B~}72UuuD82LMg+nmo|ylk3p$s>>=w)XB~CrXFhu
zwFcZtMzM^?>iW0BfD1$0<zt}iTm_^HEUXd+qen>9cDoJd^l!NNpm<N(i}i(DJ^}>&
zK3Rx*Mo!-;FsoMX9KP$GE>S#j!-zaCHS@Nj*kbo2#=+W)i^`fO*<z%xqXo{6tQYKF
z<%130QTqiW`705*19+m*iY@Y+0l#Nn1<EDsHtzYSg3TO0&zu)QAW1CW-kmX>>8h;;
zuC<Vv3)tSZqWki3`&|UKkw^DGYA$j7Y8fjaucUyeD2kHvDvvHzL!0=I7lP#K&%ojU
z>c>|Ynw#V7HKl_)w&XV!Wz~XrIu5t21UphKADmO5p1eSHw&Aj{u<_4VC*N^U3&($-
z`95!nm=QX4CC#+t=1bOrc}r&m>YE`{Jm}fa@CvDR)7wAIsgypA)v}y>VHrI3sl?m+
zMMQjj6*d>w*N2`S|7KP-w~JcZ)a-*1Mzr_g*G{iBJ_38xk&pZJ0{71@U%Jn#(7m^n
zQ|7oDDvA)%9jbe}s?_yW2kIm61|2k1yB|2&`!jw{<ms>1`xSe?e#TCefACU|kzGSb
zP0#mCD1R8e_=we8!Lm)#2<b}QdSf^W@)WZDduv&cUE17dPDJC|jiA2k`DI;{hV;>z
zD*TQgNZ!m@n?^E5cogCC?gqDx(TSB|*Xht`oH%&c>H~AyB5KH$;ANU8{jr;sFt`L}
zGWRMDSI)d%?L?Xndtce^R-M@3n9x6aPNr;d#LlS|?pZUprm4#WM@qI^-TADzNRM7v
z-L8MPQ3+K$pzpE7jJgpz&*7c0mE&_H9jJI?LqWTB+pWfSScvV`9dSic(I}tdT>JX?
z#hkT<<LdukU-|B8;@VEK!VOOqB}lY+UeI2^JK+efeN3;DBUMarTNCma@Hczw)H>YE
zC3N=oXUzmcqH)<!`<PAw(g3~PMk<?S94MDscg`I|iQ{0ZUnFkMIUCqL@3pF_908Xm
zv+9Q3t{$pBW?k<$yptm|bC5uYRI@YiT1hs*5*I=&R^2dC^FxUZ_PKmBiO=R^dnyzw
z7ciQhPB6vA4=H6XBNB>J&RFiG1_yUpsyO+k{e{3DL#I~L19yjbQQI0wxKOp+Jtuu}
zJ7|Ar=X5uGb-Jp(Dv?Crm^S*swj+YdQ<h4q|MctRx1V>Ll-&rz?Bcd5b0VkjO;&y@
zT-`;r@Ad!MFdUzDRq5YPl2Ic#AkSpLF;aU6hd1X}(~&hq&ye5GWkM5TrnUc0G>M&Z
zUeCK)p|=dOa8t1SZ<wid;|2WsloQ&mrkq|>IeaM5<~3(ODp}J9HehdnUPuf}HAo<O
zt{Rwp+>FrW^!bHHdEc{4JY)Afd9<op{ah}yC26g{I#g^6Up<;PQZ+ifsEzJ-GM%E;
zNYD(0kGrkY*9&|VZ<4d@v4k^LC26*sa=SZ~QN<C}M~qhq0>=j#(dCBZ2keA!C<O^P
zqSMn2K6_1RSFRRtx7^v3yLfhp$8}<iFd>hVHW0+Vj$~nD%MpCWUgK(wBe<=0%aKqp
z{6g9%!lUyP<xZ=F1+0-tdUDS)LVw!1gQt<G4#UGn=Ki?jB>T)!0xANEQ;ecv#NBq3
z6Iwbwo^m@+A}XT0doPT+#~@}Mi^AL_m5dHqjtB-<)_iByflA;;Y6<INJ5pToID`Sl
zIf1z3p*HR^68LO5%R#hYU$lS^S>@EX82=ChEv*?sk=hrG*WF-jlV!P1gi51Fv$qR$
z<t5bmcdLwUoVPrs-G2hx7vH{~<2AKXr6Ust{S;+?XK{KOryL`2sGX1C*;nI2HILT7
za$AEQ=gb|0Knja%pOs)2N^R}kdR{D;c~Z=6(sw)U4^J`bC-j`dOB6c6rYy|3_ZMRc
z!W)P^)cW=yUft6R(>e7dE7`N`f;x6Qq1`cjm;d_EbV0;Qbct>3ez~i^cNJ{<c0kYY
z<PEDz{MmA}ChF2}J@;^Nbgklt1mqz6=4w${xlEZ<=$Xt5W`ou>+_@JRRnsNpuIab$
zm$!Nms^5x?lp{Fmt>LICul}mK4P>tNeOV}D_f((6j6;cFLO<uO-PG;a=rR+n&1g>a
zII9!k)~0fASzx8mLQF}LkZQhZF1%F@;|pgiWrgifmZzfOiiPm9A&2<-&V$N!wkz5A
zJh?3Wef)2H%mj~tDB@Or4-9QFUao^JG?8DG#+F~(tcM$B>F+H@=^8}(+OC&RrfK)?
z>N{0&naki{`bwU-@@oyDj=20X_5~X3(85qYW?_TSR-oQxftwF|!m@h&&Vg|wZ^5n%
z|6nhh`FV&6CAu?YAI`b4x_71Q$Fi$S_$rk#+n33?^Y08yB)mF={06gbP0OvckJWPl
zk-AoF1Z{37L&Ng$OQVh-W@6Vn`5d@)CA>%-Q^PsL)m*QzN5j+6HB*lWtNcf+&xh;s
zd=H0HZm3C@5LF+CBdK?)RBpyG{ErS6Vk}>_Gm>=;S|X$7)o_bm1k>Y$C%|_nraw{B
zg)zA2*UMd{pz5!%#yyU^EmFQ5>hl=Nl&hmh<m<)HKu=X7Z4mn0uLp;w%DD0W+tySq
z4HRpTa0V+}H=JeqA++B~O-xzu{kG&*4Y4?mxK!cL&K&Kzd#bf*ZY8nfU0oj`A%b{l
z`d;>6TzBGWE3@m8SkDCUaQ#7n_Hv4Z&>i-3&{|km?lhr*@p7(kK1GTeSm7m$*fXR9
z&Q`U?h6NW_F1s7(@g=Q<eh*{9Hj20DlT)KiQxUDSTKKL&lLI1`H$f_#I7E;!|LXJl
zN6@T5s~Sy1yd7t0u4_4|K1k#f{`^;)5NPk*?JT4hsTSLAF^YeF%F#C8GpXUEv`N>b
zhiQ#m_b=pr8Ifd&h}J!`S(f_@Kjn0%aC@kYXFMSeL+{9yH3#*t?>%dtyl2a{=6?KH
zX-@Tp&HSA7jFJ+Aa$6~$Gkjq|7N=MOMn^+HR_Ho^%OQ8UYJZ+OM1g<HQ~1?pX2*;D
zG*sn>BHPV6(FC?EQyi78ZbEY9TdyL)5FVknk;M<T4GfoN92{~lcL>qaNU3dKd+d|N
zd@8>E(_jd*#Y{HxW>%4J+pKe&?Ua4wlL7eo_4~Xgb0G$w3Ljw$dsECTMIU^mNWvE-
zHk=a4A_|wp)rT3mShKvzG~U$Ka&!ps-C&Th9B6ztFcf)CpY(&HYL2CDj*kUzT|@lZ
zTZq^i6t_{FT0N7S099OMi{7JY*56fPS0Dw7Y2jN0>?PD5+=9y$(!7+WHg}`8a`P_?
zINMiY3biK)COjRf_)&x#3^}vmaJFynS-aJ#e&kL9%oERJAWxuBh&NxA@?e3PPSazJ
zdXwK-AqswU4w&xJNYPYQd)FD8$BN&%Q<H;zF2k=XCvmQC)k3_^c;HjaIEQ&+;k0S`
zfQkHmnl$>n`L1Ci@%YiSR|!tJm|RIq#UK-CL~A#U_+FDlIOny5EhM;xj`#AZgrf*s
z4(CN7-(=ULbSDEglh3pcDEbN`nA6yuPGOlwE2e|Yu!e#0@r_MWMNFG!_mHq>3nu43
zv{tNbY&_J{dp9Q%?g;H)jEK%V;7`EZZv7JbIFfqPNFXZ=uN50D5qUaoR-&s%;5MGa
z9?IrIy7G!xxKJrK>NQPopc}q0e=IWnlV~hOtJ8;~>}drrj@!44`jxKo{<{5YAlK+=
z-pDz{dzQW(Tsi}u?Uol-g&#Urz`CF+2nUptR)6Yrt21+3T|kZ7<YWKn38??Rql{&P
zL$Jsd@p-X9esp7!{1X3mmXdr_Aa4Dlg&5D_lf<V22AB(vmCiX<8G9asytua>YmZpB
zytrWE*1CRRA!;(T^xoqIL)rR?t4R8<?U{ChpeA$C(7(own#rAd!mT;5@!rJ}nlEnt
zjx==Iq5M8#Y>EY{i3GLoxuS=To~F=8D{?;s=DIYY;WpiGjicHYYMTP>hpq^}HAZlG
zkOB=LAfwgO@J+z5r;X#gHN)tdj9P&oim%|8F;0uSF?*_W-78xTuIRFlp@LYyV5^E3
zN|f7mB4ioP+sSd&XV5vyU4Akxw^rZyrL^=plKs!G^}UG9Msq>lu?k0G(pQJSk%qP9
zDX!4Ve|oOp60_~HPSs%l%*h7*1q;`A-GfyAEOf%O;igB5LQvZH_oG#N6ARf=)F=)_
z9nO$CvB7~jF}@Ewu&aOGA=cN3%F5E6-BUrs2&Y=iK1ejRdJkR~wMrD^#_lhGr^KlA
zSzNq=qbT?K&dd`3#NJxti$n7K7Q@w3LlXT6p21TXXBF*9rap@dwMa^BrJdu$547`$
zUBh?HY7a!hNc~B5ik0{-;{izT-IN{SDD~~9ilI_98ftg6qi}l`v5DRX1BvbLU&jfL
zzt-EF<Maa$Ne;JscCd3#a6%JhI^lRY@8!T7R7zyqt~;+a$NJU=wt9j$^is7LhzH+`
z_=ul?ub*q=59To-eS)vX#qNi_|I_xZ%x&B^OtBm<j<#1vD;UbZ?O-pvwsG;HYF;CM
z&bq~_<ik0+A5Tnh73xj4T8cS%;T~3V&VISd(71B5a}t-oira>xn6E-lMThdU^ut1~
z1T0Ry9WAd`_sP^{$}U5@N?9u=g0_VEkjlc|U5(nc?QGPT!x#vUK%&>O%<SI5t7K&I
z3evkraHcZ6bj0pnz{#gZ$2|V*4oA{kyB%n_8kXE)Ot@<8D*G3pND9~8OFvbDJW&|x
zcxpmob^PnX^6zpk9~YqQQfNqW2xd8Z_J?>Na|b)}6AFZm9}ztI_}!biOnn|TI8@`M
z{@v7_inDC1_b@?f2n1Gkc|w1?-A<x;peWjLbzXmauR2dF*8ipw`wLD!MCi6gN$l;#
zsA!^R@gj~`ILJfrPoiw@2d*jgUZtSOLsiB?u}@H-4<wzV8rrZh+++i1C5Yu3LeGUb
z5I>>SpY(`*^~xUYH|$I%Z7*)mpVg3GQgt=|0h3B%n|0V&)13UtU3-(edd#rzi+QN}
zFa+Y-x)|!K$-U~>D<oGBjC{gS^;F1QtCxeP^(}$}qS9M6N6chGI;78fv=B)J!o&S_
zj?0T?xpQ)e)5>?Y*Ib&u7zP$ew{w<<r4W>gaK>ieJs%@HlP7Jw$A{2{=h3$i=9;m&
zhwyZkt0CgK5JGmt_1Ex5Vd94(sdM7NUJhM0Y#ZBF`R}U)F-2O7-dc5jE^e?h=55y+
zgYU}u#Sc9*a%NebZuLZI_ioZfl?f`VuJ50KREGC<j`)UI*JR&lJNGPTRrV=|Jkfb5
zD`hu+sWCIJL>Wo<E;?g6n}={^U%1&}UEZtUAUU$M@p1Ru-y0hgDem>=)i_(?$&&VH
z!_F+54qHEzMDy;fb^>u|WQW)F@J)vMP8PbEfm@P~4`Cg>o~DggW;LACEtu96%VN_O
zlWHevs}HzExy&zIS#XFWxrI5uZcS1AB9(Mz7BQg`xc6$(WFnn=_sz|{EHM#>-?Xl4
zyWG(hCbf!!)xRG1O<sKT?0A;`J;ihm`B2kz>tQ}2#kbbu=jB0^@VN1VbB^Fe?K;12
zxwP(~?rP}e^hA@q_*jW=-!Adp6%|9tP4^$<RN!wB3+!$$a*ih#sa+ZMRP8RSdj_|=
zbzw;nmlr`=il6ws?ACJq-o%=4^vWF6?z<dY_iTu0uK9EUYoEpaw@3HCeut)G&+^;O
zrS6>ey_W+p8KEgQyyDcRK?3p=)Ef))4Vk>swA?cF=ojAeU2(y+IeQuWrTq_CgmJ}n
zp^x8D9+UZU-;zK$?QhfS1jkk;PO(Zci`(QQI2%#uk&4RfI|lG^>_T288nl?0O`;Q3
z@8)K#OzRsa@<BB7D&@5d$`OS2$=jHwcU@{`Nd!r_=R!lf(!!u4ClO}S?m04)KmL5z
z3Sr_ug0{V2H#p4wtas5F%d>lK)9fZ&=`7<Kop@iSJd=wI>6|gb52a*+8*ugnSf%gx
zZRLUS35+GSs*O+?I<8|7Uha|7Cn(F_WkXf3-)}&uo?&>u<JT7NYn3#VmQ5_s!AK2n
z2&))qu)j%|noJ?+HPVU%_V3|uJtb9}PTg)`(EOkYb87sm4tl~fJoVwSf*9MX`<;Ts
zFm1sLjf1or$p&2fi&l`PGF!PNr``F%rRhb}PRj2;SvQ9LT@!6PC@Yf!>591>-u<q7
zfZLrw3TAY5c(R=Co2D6effogjE34H^UGp2~&~A6?>`^<Er*{jJni)3r+dq`<%sX-~
zDNNSmY+H*~r|87&tnx8XXM&(^o7ksmfQo8i@6bCVVNuBopxh%VEQ?sqvw9pQ(B_1f
zt{YZXb+M(eUe1bjZW=kX*HfGB<@YqUvY@M02sl0eA1%QDqsh^#VcmUrWAkjqr`@Wu
z?Kr}coc@RRWhS3?1;Tb^*gjmuH8$r7gh@G$g-Q%flxp5^l;-PB&C65v+Rl66>bNdF
zJ3kY%i9592#!J{meDiJ5iq+{#qxBQ}VCv_hUoTrT1wv{WxEZV@%wps?wrH<yR;++C
z%c0r^prJf*K2uEV`lmr!M_k<Q5N!H2u>!_serf{KQE=feAMi2g(pIl*0CSrS!>jf9
zdRo&mLIbK@8mH+kkI;vnMA){O4TUZ_%b{zn$2N!L(a^be@Ad^%uyEP{PTe!^Bu!(F
zo35t4^}_KqJ>L%RoZwAZsPn*GwoQo3J$xXy&KTPidoXLY(vI$IZ}w1$EiOJiJ2wX?
zqAS57agQG$nIS%Fzgu;dn}4tgj)#A&iqcSKnQF_4K6?Y+>Xz8(B+KVq`)Sw2CHP_Z
zFD)L`3ze@v4|_~azA4vRZ`04o^S=4{t>ag_7uR~nYaimIxIbOI5ks8E;)wRzJp4Ce
zIwGV>EVt%3Z&QiSG3l8%+MQd>)n?GxTvj$Kc#u?RiiYgyFE0?xI}(Qm8qiqxFZo;i
zd~p<s;eMTQJ!`HK-2!Yl+ePJ(M(*gd#EygNhu!)5eLP5HvpeoPLQA&W#c*Wfdf5Jx
zdf~?{|3EbrOqIJ%OKu-jJ2t}Q85QP|aqd$3t<-9T`1#Qu{=*HE&Ssq4YhUyM()kX5
zo{rdeL+yiAPFea1tQ5k=;z#{h$Lit6W`ad4p3-r8flbNqZ1=UO=BD@FLxOo1?7}5B
z=Ri_H%yFDSG$Yq0Xs+Aw0rD50&z>R#UhFZ6`y2%=NaXM7<lvgEApd(6*6ZBtC!Z)=
z%6HRk1<_|2iF0{&MqJ4<TM+@Io2z==Vcy+y?^=S-j@1S}mp{C|jl~MaG)Lu`WuLHi
z-sO@HU-F#3oZH%j&w8(|3)aux82u{+lLbV7wjhO%I*3JbANi;clRp863N~zfcB{_@
z^3A@M>+f3-2-0iYFv`$#QmfAba!mp2jA<F@xuG5V#?Rfe-grC9`yj5ZW?g2b?mb}=
zu~}_!u<0##73o}^o^s6g$k7}O@5i-HK#5yPAXv}h=cjpJz^!Za0RK>%4V+@{XX%cd
zNk085i3M)b_K1KsV(G4B%>``54%J``I`K;(NA?8ktG4k=?4|L$yMF05Vw*SeY2ZK#
zKK#}`%8NLSSb*&HaI%8@rw;b1125!v3Z~NI!qacl6i$+s5J*bb+S*30AVt#+YpJEV
z*R^*9cK>1%2+J`~!s$kF*xuXoI>&gjiFa^HwHwicxvh|wshFxnyWEgNkEprrD0u&(
zjuhG{A6))X_s7+%FL`^I<~>HS^CIlz)DM>5_vZ@UK+m*4x(CbB?(8I0GRtFjCD=Ao
z=eFP6l9sO0js*!ux7OmP1Z(Zp6}QC<gp9cAfOmTBmEL3Lx}9Lw;=5+H2_JU3vWm>|
zCbpL0QZ9djPIAj>A*Gr`#~T=8VFbpO5QMs}(L)_FG0XG8eD|#!ogJ;Cwr{_zsw8XE
z1&S|BV-Dd$w2*f0!BO3950j&DDWOO6cCo4|zIe4E8Su@a4Z?G{>?*<37JiXZEB5JA
zm#|=E!4J^W9ZL_ieMcl^AN-9Bn5d6wAucD3w|P=!_xv0bh#L(#c|j|)>SOQ4l-ulD
zM8@1{^{NqfeT(@|5Bn^5F6!%twM6ChHw$_9T}xMHh)RGbUQga%v(PX!%&01@&Jbyf
z;`#Yn)AKO*GdFEIVEKZBdk+sEThLyo$nJ>rvW+x0xp-rObR(*8=@~w}{W<86Dsq~O
ztvPt9nrD@S)&Sge8@rWOa~M}3x%-f2)BQ<$jKnd(IX5`$M4vP==}2JYNdZ*z&P^<J
zvHmW{{sP{hQDo<Nqg^sKfay8UH^3?1@zq{$IKF!`Vb_3=ID|rM#j#zxy|eQp?TI%J
z=>Ser$}lnLa*dF6t51__ReMv3_rf0-kDps`BGJt%Y0Sc6I=Kz&v_^K^Ld{AED88>}
zpLI2i@a=2_8WP&ufRk<m|2Z;6<>N8ADI3@$^oDbPVQ8Vl*Zwo5msCx|$)SGe`ScNZ
z4I#0~WH6B^wmH2g_;-zko2<be?fB=;5n|T#oal{^b5J8YiI|^_aId$<6yL|T*~(jf
zEPYC;Iyv!a)JDpC@^q=q0(5anEbJ#7^Vwb(Y*P)8j_bBUpM^rIStE8LOWxhcYb8qe
zi>*S=u>FYC%E(#n7z)aVTCp_WAJ`cW2?c3`pH_nc*?mL(!$eg3FkC`@tWcr4)U<l4
znYzY8FWCYE(Se#EywMIJPS|z7+GF11)6&mZqM2ebMlP9q1l-|+DqwEOFi@)La^K|^
z3lg3Z*cpzC<q$}Q-w5aVEQveh`?HMT^pSU>C^k+lc7hq3eTq$jQ>t9RLiDk6#uTM$
zrlnI}Y8Z;d7gTMQ1R|`4S&Q_VbGunk0e@W!k4o;B^nz2Wnz8YaSoleJFoN=!H@463
zy;>MbI`(R0Xm6Cp=Qf?==X!N{48*VlkpdiVOUs@o`+pihlN-2f^j3C>9q{Pu?wo%|
zTw!s5x?S3TXvn{%YJHufzIy&OCnRlSUPz+F>hM4VOzOb-W9Bt?Ef$8V$vsdootvGF
zp7z43dhJc<Tgwk$?5}l>-<#H*W_lI!_63^=iN%J*%FmhEE}Pi{gEU$F+u`x8N`@3~
z2uhP1j9nH<&OS_bzb(&k{J2%NAhj#m1Kj3*MK*^)a3C({b@8PH`ob-SNM2jkAQLUc
zVybS|Oi4;}x-6wy`qMlld@PUtl_Z0Kn~J3nNcOW-hM0|wu;&d|ZCU>@*S`V^pF{j#
zZ7%AtBiz0KlNCstM$Obq2F|NX1_Bt*wcTQC%@Pmmv9gu@C9nH(uUogN2GV#W{ePV1
zp@;nBQD9X$g;Oksdp23$Wr0^YWafLhkuA4XZeHt`FO#3<M2dBCtH9a954WP3c)Wls
zQQ2<MlUh2i5PGf7dY@*@63Y<or08oETBz^2|68R&(X^YB)q+cd^T#;_{aIKm9Zu;=
zsl(>G+Wm_^8%APRr6?fYW_OgCrxK~BrA|EBE_~BHI(kuC`<_<pZ`HhPzH@AsPVcX>
zbh`iTq7O$U*cX)Z)1yK`A4%9y_sug6jJifNrytuHU9f%*>m9#{<C1i_|KKEdZq>=}
zwmnmpdh0H}x2uZ{I^^y0_x6q0TK(uQYsFGuV^(^O(qt;oHTbj)xu2DX1(2z*%OFOH
z!;N#@MWI#`$#AouSZDLq=QO)$=EHKB%(e0D^DJ^;*P@7+nDqZlb{?iDd2B`|UMu20
ze_C`qBFR<=g*cso?vbVHKjyDw=TX>MER~{@S9xeI^R3KBf2zyiEp+UG-SgKg<>dE`
zT#7?~>8A)GX4t-!sqiCc3#3x;=ffY_3qYvM5*u%Q>a+qjWO9;HssBTsU^@5e2LUES
zdKtA&*wnNbG@&eM`p(~x;fX6<roT@t&mdMwPG78GRS?|UU^JKre#Dn2NJ*E4(eFU&
z-F?-*FeQ#EJ}~F}R#sTz?)*N4T{8y^)UWoMDge%JtnA9$MlX*Cw6>Q(Exxf8=oqnv
zbC9zwty4_;7;%)_L9^3a=$m0_r~F4qI%*|5J*Sm&gTnmEWCIhdSA#V8Y%31^ZF0xJ
z&w+qqYdVzOiS$^0vzZH~`^&Dc8d7ehnn-rN%imccJ|BZu`(@h3<EO{k*_a;h4vX!B
z6^Cc9-q{(!4}Y*X;4uPbdzZRz2PT1GhSU3{qfO3B`{ApTT+i3RdX(&*Pq2%SdK;@o
ztLA$jR0yp2OBLQos3oUGurF@a!I%TY7i*t>D|RBp#iAC}V19&SU+L7Q@8*;8_a!@@
z4V0StI<mfm9z3I#Z}VL63V&lysGC|Fw%jyqTD|ahNdGa-EkmeQOIcsnno91ma>(yL
zzmqYoC`5-Qn06h4rFae<&eBkOgP@@K;l77Ku;7^;2iKiA-O0gZyYSqWi;g{^q7zH<
z%YxUhU)M3>2zOqa`ciPQ1TT*8#)w0)mEfy9UiSh|JvF-f?bh+uIf2&mzLqFbXzf(E
zetNROFO=)4I@p`}0V4$IbtuY!6HH3mA-!}9)gG_eg?1GOhln}HaK2!TKTj``N0lX5
z^eetIk$>uVw_sSf9`uudV!49X>WM-I(J<s=NTmfs32&1)Zkw(UdB)P<=wp>!NlM%O
zkTd2oJe;P!b|Ve%Y#u{Yq6(+^z&J^^v>t!x?yfw)O2tsPE~=(wcIoi@a^m;@j1k0F
ztSyGe0P+k-LLJv$Wu0Wd8-6<R2eSy2e4=uD7{TkQV5Q4jU_|`M-iZx2a4j#{Ra=BT
zf`pb)uH7eMT2kJ8&w!XxgZ2qi&T8mw3O`+q$A#{ZF8*x+bg5+lgQv~usm}D36&rff
z%PiHt4BngT4_*13mr0&hX{Dw2k#u_FJ?s#O#?@FmdlymaD}h8N{W_aBuUo`zV+!?o
z+<~L_JmA3i(sZ8INl^2mG*73E=gnu`z8XtW?$>t-MDn;xm-vpEGZ>o|4+gZK)}e>&
zD>;O{T|MugllHQ(wEV(*WSDKeC0(A9q01=c-|5laX-6wyS_b)zFRj$e#D{1Y(VU<%
z1?$RlSFv)x-VRKVV{>zJ5yS&{iR^Okk>}9GS><|I3?BaiTAl0msg7-h=+)U!@NoF`
z9sAj|v7=Xj^N$4~)Wu}nlJ#BNF+!1<QSPHA4*66FL?QT3=5ZA?Ffm%O5T4Y;W3NC&
zb5@IzMG)lCJP+7Okh>NXR=_?|r`?|3iA%Hdo|%wmraSurdg>cB<i2u0-GLugQ@zjp
z@SwgZR2?Gl`zzufmk5D0N#G90bt)&g&S-(?zQ-V`)3>sW!mG6OLR8Dcx9Y2kc6JXw
zlmEkcG-~Cij2DjqhU=q{K($Wo;mC)kKs#(W#DM3R7uW}Q>PzYnBpW1@o*CU$BwN((
z{-Fm?1(<}gZeA^DSNaG*z$0g8JN~z-5uCoqV*$|v{gO)$hV<vH(erx5E9`a|ZFaf0
zQKLo4fHIL=bz60!nmu;#5uMm4lvob<mM9Eix<IOOzOSEg)der?8%C|bg?NQx)`BwR
z_t`A6fy^Xf9X`(P8L}|HL%GFC_Cvnl={MFr+)Utg6ehxZEkFs(hmfZRI0}sZ!reyU
z{MESr1k7a>HdQk}H@*6rkX!nQTPOn)v_l*CBo4z1VS6STi04o&!++Jk4Cx1voXZ1l
zGa1YuLojs4(|mge;oQ?wzrIve8E#P17M1P(q*^7ZWBX&A_G=o7I6I}~$0}w|Pq=<q
z#r~Z=3RQr~2&#pt;*d0+gh-%%^W4An!HP?C<~iiogt`zcmH?MCL9#zp$je`1Q^?bf
z@9-@Xl&_p82SV88e8S+m@>r8OE#gsCK)}e#)){nDX8Z2sZ)de|cRBaU5H5o+RX2H%
zA%FCsv?yj9=&6c6z%^_jpd}qv#&)9}>fwSuzW_;|EttylN_%yOx+}iks@=2{?umk_
zQIzBD4OX4}Mvry0^|w}82s`Wxq-~5sGg~@8dm6#_ex2<5!o&Fb_3J!v_mtS>JSidH
zgV+cPd;d51pE>MLhTI>Ict6$LZe@JoRf2YBestAN<L~RV3W{;7Z`g}pZnuMt*)oC+
z4T@fewZ%;?)w|u*Uri9p=x_cP?9(XJ8vI{Ce{Oi7;dr=-B;&EI*pDW8^1va<IWL`A
z2}Ng-4yOS!S25yRiuJi0`SBkKL^vF|ng3Bc51=*5CU^WV(-bC;ipAqA@;Bs8+YqX-
z7oxTEI4%{?D%8e{X6fk2o}b^1N=mx3l7rQ4t|wOTX67>C8yY-UzDGg7j75()8ZVry
zoNb8vn}`?_pb9zmr<LQ?$+9`Q^~>80xXuU)3*Lw@?A$U<4we)c5k~jjqGMiPZ}|_Z
zb_d_LTuJG3MkhaL(LG4{gHy}M;ZozuAB-GJvx^EwhIAoX`BD?T=1k9*+#7#q%RfII
zP5=B7k?I~ztvdPd`#fdkOOjW{J7krR?2r=!VM&1#Aw}A`tzQkC7HuQA<+p>Y|NIt@
z6LHOGtIW}1^%%41v!H;4^FJf+`{?r`;3PYbl9H0+)*lBzDun}QV$a^34Q?wr<MH1k
z<;9Tz<1a=ezpa9b<#cMMo=zfP3$-m_!&k(ij<(N&rPOnmu~kzY6*cXJQB{*i-6hA7
zWE!B-^2l(8>mP;BKn2(|pJ1aM`__-NxTtM(7k`BA{(Hv%zA|4xqvs>lz4l&`S%?<|
z40j}=L+%NZojR**{gZ6Tl-Txmr$kUDLnNoX<h{8?kHC*Hta*YA<Q9AeYNm5Ja*_{O
zE|&kf{X*eD`Rml-KmPrnGsuOWdnS0C@j}E{eIW2C|DIPR$p~uzU@rgBSraf9!a)RI
zJ|}Xb?q_<^N{^LEtQgcds=N4f<>LNyQ~jZ5-boIXk96ekrxbpSW&CK?DE;LKlK|{R
z`8`<O3yd0tk%?fuj!;!?b*I~tJm-;y9Dq_DU`O0Yl5jDIf4=7;$8{5_M?kbOTT<&W
zd9xpuKi^Qu**as!Ma-_ZW><jEhB5~0AaLWwJ>r)51=KtMvwk_0D!|OW{Fy2LtK$4?
zcljeYTaHxVsxggtRYuPhyRbtLE-xwvuy|+ze>{h>iMj?>`ReR?8b(jfJKKKyeEpaI
zy$+qBirt-?Bm#F!Rr}C|3<k&w`?ORzbi9!<7HmRIb)sl}SGs3-5pO905AUyOvXfo<
zXJYt2A(r3&ClKv)gY6ybht2Qk_Y*=b){4UHddEsnLQG#fZ$7lPE}9cb2^y_3ENyZ7
zX&^9-=CA2gWGCqNR~`Xu33Lf3=PZ8M<N1RR-9T`m&&4&eLL%O7)>KDFg^iCmF1Tkk
zdwU_nz&L9eaX^@VCd3Bo+%W;cl_wtBw`zoOm?IrQ<WcD`0|rRAxm&Bq&)lhZqs951
zZYZ12OE45^xIq|<MneB!C_{!`Z$EJ;6owJ#CteD2u7RfQjcubGe@sSc#~%A0%wzz8
ztR!wT#Plazz^r>UE+YuPZeMsh(?(Gapsfy2eZ93#f+sXyYGQp_FDNNKBkn{>tg~w0
zPXurBG_m@BC%?I&*w48tH6s41hnuHKoN<7<(anKAxs3iZ(q?l=Ezd|LT;QX~@c}o0
zOHrFLVaWuVtYwG{xD~dPmg@_Q{_qmcemhRcglGps!GC!?u(cd^e6o(dbFGg!t9)*)
zd@_urG=I+;MNzH>yh#M^-$>;|g49?14J|yZrbtlb7ODs4t7!yb`o0tDJ_*DTTCo(=
ze>>ttkPe+L?dT+bu7U<4iMi7nSs)ARbr>i>Hhh!6QZJMF%ayL*q=}E30oj5KKJWh1
zG|^#iSX?snI7HRzRN?xG=rRJ{S{7(I;GBtb$GWf0k?g>Tmjh@(<*)$6CGrO(jNibe
z^{wkNM=S1hgWZdpsl^I=X(vK>UCQm5&(T9>Su9+R!0yCog+sjsura_@Tp-5^e~+z_
z#lAa^qanh%tqK<|8nQl<8T~2XOB0<Vc=@bIT*%(`7cP;*+CE2uGENAMtJSUjv%T4r
zPQ)24R_tFoX8YzNEeHQ2S^>z`y^5O<mP}zYev8h}I$*gM9U&Cin2#o7_IdSNWlRvh
z(oUnxAkFim+=ylWAEbAzpO!}!`U=J}R_f(zzYkCE8x{hjs$M_!l_W7+@mGKHHJ`(@
z#?P6}lGu)OFjkr|pcu});8gm9BAf$J$4>x^#pIX*M#~LLgQ+~i#xw$To~bLae+1R`
zyz{II91fo;a~~&4-W9i#W7@8OqxlwwhK=1<s%|I!&z%Kn50J;Z#!W;egOuJ3A?Cgj
zhtIL%REK0hQGNle(Q|Rd(q}XSReh=ClzWS7;oU-4M9JgNTBxd!>J5+=Ym(nz?VOlm
z^i=lR#kQ|Bt5-krTAOK{;FfcJm*`~UKeqyr>`I8edg%oobqeKH3#d+nAv44;_6Za0
zBSkqJ3Brf_c6zLXh6<;DxbDNkiz*LTy+XO=4V~sCGpbJV==_cEwtwtpUZ*oDq*{qH
zdY%vD2;sGAtA2D{)Zw`N)DnD(VfvlmE<?yz+&ydGfRSUDJnvbTFyN?HlEh|O&$Gn%
zL5x_g!iGHyz{;{NbJ+B^p@dY7%O1afpXSuf=#DUWpT!#UZ3x?+_y0m-&$l4Eb<cYI
zWEVB0KEWNyj?f3J$WusLDj1QmONTJqA>|+#twH(u@FPFDwxUK>)S7QR5uN15xuE8X
zArs+JhIo#<q+ZKYU!L6c5rj-!hC)zMAH`dE3;|QVFHr38!y;-@7YC1&S*lP$URSU^
z@?&q}h=y_AykLi3g<F6nS)-3GGq3_%c{>{*<N=<0{gab>o=uB{85suHl_{*&%VCB|
zf7NNqffge`CLy0HmQKOi%$VTsOG^S=2mRgS>Y+gC#urP6QTo`HS`3)S9sl0=SQJI6
z)0<MNfny5QlARRH5sJR8WDc4A_O-1qqH1WF`hc#}FWy%ySO3F%Pe>q`P$R`n?_L;W
zh3l`nk*|j0`^6~W@+qjlpEu6KfEe>}1<aICnxhA=STyXjnDD=2SK1t<j*6C-#c6lQ
zuCl}-dLG9)FGXu;X=PO1hMf3x?-dC9`C{8K3o#?*CFPWmoq*mU0Z!6Mz<Wov0_goy
z#6%MsNU~$b%LskuImE6w+_jCcA%_?~D$j|w%Ma*-bj|}*e9Pdi?VG)+voAO;&yzku
z99uaoAB79NEhb~Y_oXM!+&zMotb>L0(MbBZ^%E()Us)l&zhsri;-rxuZHFs#Ej!Mi
zd4<isXF*r!&;PGq+UA{0`3r_2Y4#x0xh}+=U3HR0@(2L?Tan6rMXY~==;aFjo3HXj
zPF8<2+Pmk<<$&1MClVbW)elCn85tSRk=BsY{Eul-2DE|@9z$Bx5%g7H0GN&2_jt6b
zl@(@fZEeMiGY2SIArRV72~7pZErwKpG*z;W&?9wm7TRQZ8towS>d#HnGJk>K6f*p?
z0vPm^U&}ECuW?yrQ<>>`O^f{<2}=I~Y5$hf_uqSb`w!X<SM$2}iY||u3BwS&JCPs%
z3>ZF&OZlvpMn-oubac|HLheg>Y*plM&$?|7mY`dIU8I}{Aaz79dF<AUynr;)DZHl5
zqxP9$)}jBd48+~r(BX1yM+~?x4Q+8|<_kl>n!1{iUEW(4kUoL%FaooeUPT3=n`BYQ
zlaR|!;YhIuIBI6K^Z9W|P^{R=kQDuiNKGG<_@bQ2eqzNs?=3cn&rBksW4737<N|Sj
z{6spEGwKiUpGSvJ)4M-<BoWh6NMyD{k5`<uKX9#cVALKuJc|GV=dpohK{9*tW$}#s
zN38s&-$#aP(RN<@tlLxlQ!VajsrR6|kZ-pAk#;NuLgt_Fc5x~CJe#*swVm>2Tujl<
zwPw|_hm9z5B1iLxs$^n#lDD)<y3io)yRCa?n9Sfyd`8NQex&&S6;sN&)nEE)!{)Zp
zW5X6aT9{3gMlZJ!w&RXB@nRvj5L@|DA$SzJto`~|JO>;)8rEgtXG+zlPYDH{9k8LP
za-{ZefE9vbg)@QI=u!Z<k}q*up&*n)>~Z`iW_J$iwQtR;)Rb=^2{-&!sY3I4^PeHD
z%Ond+6Y=LCLr>+FZ2%VoWvCVVpvoiYlWj|IP!X(s1?ZQQPda)+Zlo12uqa6@a;>I~
z4ji4;Ny)C^f-=r!O>tH_IfD1%3JNZ4FD!|-o&l?Uqn^ug-958KH^%cR0PP^4RtU51
zTix~VvFTe?AH^rcel~O>fhcRl1y4rW3Ub}KQ|t68Vu77I4C!TI<E5cUSu%)B3s*w!
zqf89F-xqe|aosrFCw2l(GU&;(t7NkSbXCUH17XSQ?P}duYHDwThidBR<W~rg94-)+
z6Nk5di!6mT#fv=_w+5-AAz8<tvX$Fyt(35mxwtY7-NWay)QarTPqyH@a(<%Il%nQ8
zRuVing+B81fp|GRW^E^}^yTdNI8kT-x>ogs^*X0o-ow+Rl7Ka7y|P@zIk|&ZZGAjy
z_*;V+w$~c~tm1*F-dEI8b@TjV^#fxU1@gLPoVdls=;Ggb2s2J@1+THyrFq_c*}L7O
zRz5sEB<dHpT$x6UK#gL+DX#3QkNIE=JCJ0qHfcGo>TL|#*-E$~hd#nmK5IExt1tQb
zH9AQ4oR<tyPvSHBW6}9<ekkaB?rF+Lq7Qe^vp>~|?34T_y?kHmtm6+mNff^-nz7>u
zTQlzN9!!+T6M0~;M)SqQ)t3eQQf}^|<P7Y@JHGxFPP_8vv$5(CoCWgA4|EtcjW|}A
zOw+eJIj$z$28|r()rY3)jAVITxl!x%Xkxs;ty*zzamRFGe2Nn{R+<ZLfMJ{{7T{lx
zJajD*>9H98A=1ke+D-DUIeX*x{)OMl@WWb<Lo9bhT3Xt`l!8|-K)1Drxag<Jg4#y^
zg@<5nhC|tmT{5eIQ?1-9ZqEHr%?tQs#aLHY9ZyjX2@lmZalcnkxpNb^nfv$Z;jVk{
zbj^FF_8pgH_?qq{*BCa0p)`#C<~Lkgd*h!Kn~uxHIpJUReSt*W&@lpyHHBsNy)O{b
zH3|^$;-xCot#yn!GFm4M{>e@NQ*a^@Af}m6#$3Vrn9;42S7MuB0yeP&-YgAml3#Vw
z;BO{S0jL^*LWTvPra2MYS%&xb^Nh%D;ub2+c&*&eE9@r-)lSGYf=SX3ylu3g+peVR
z@{a{zh2M<1GX7nU*KCKjsMG8W(#Xx0^QMKGfZQF#H9uPgN&QqcFQ2VOEOq*ue(Zal
zW)O>Y0XJ)t8KPzMz*by*F^bpZpt7xUlG$}*8r{0U?U^9EfpcydNxt}%^(&qJx(9$c
zM}4T)DxKQ~9rO7L^wVjWo0_2aH5PFo5(Clv1Qh@=+(v5~4lC30OHYkxnBHsj0bJ`d
z&$}M_Sc7ydk|#&8NEJnYjYX9q_=$~?LSiHbOG0l|mx+e&%P4)e6OaD>hCuvza;DEj
z>a(S3YKlG-uRfsfvq*vPu5a_^Apg17)=|AF0~vT~9{JZ!>nca8+?3~kzn<1VGIE*n
zc*c#pX00)lE8jJtlV5-U=VS9_i;gE{#lPrv^91P?-tvlF69>)taQ|~LhLLVbPz};s
zH&Lsw2rGQ`)k}7|MkkmmUwa<=Cy4nw&|6Op4X;qr#Iyi7E@IvU>6`rfKKZ9Bl$->U
z$$WUki4=_+<<Rwv7LAARZ8evzOvgGkRXAidg-W!A?{wCHjC3$ajzS<Oe7v?QZo}X)
zW$2pJDi$zLhyIM+oBa9)Xeb~r70EuGTA@Ey=D;RUGoe68-jy)4h^P7Gca(aLMJHMi
z8sVOw#4+2|Ho}<W)|5<%qgyYMEy#SNoD(T&Xt?1d!4k&UO*26ccu2X{p|#`1HYEj{
zHk&fZWp`9K9UqY^ko3Tu%RfThWRUI(zMnQ))cy)%U^j}lmccr-lWK+l87$%e2U{M@
zcdM@K673?O1yYZY*L^Pk>lD_0Vg#50{w6MvD}RPU#Yt{ZY}p5-8b%yK`*O+4=t0;u
za^md1U0G!Tx_Gp_{rOTK`QifBpti$&JslhX9&|Y^*hFM~Hs<R*bVvZHqU#c#_5s7I
zgRNgGKK;^%d;>^e_a;EwCGe6kJD8{)X9k0hejpG8G-P^qSLEm!+YR4v-<*wX4$^w%
zYu=I(0b-Q=s_*v!E4;3U&z-UuvE(8SS&oXUa6Y}(*54GoR--0v3zAwSN9Jgdvi?$1
zqD*sArIB$7LUR`gN>rpsoY&-Gcp=63*pVSf;x85v66;Oq0%t}$Ob)F-Key6D!y}mm
z(Z{^dgA#en0$_;TR&~yBp|$n*u=*FE=*tg|&`)mna3bu$?!mzVxAlElHsmj5SCZFg
z#~DuVMsOrB>472>9z8THvAl!?HFkmm)~fk?CByxNmK)Fs6Wq!T5V}79H?o`^XOSiK
z!r5G)`3U_btHC@W2-Q!I6r%^B9GO)ouY?$d=K~p;xQ9+&zB8<ZfVbm3QNPo_*)rIp
zrfu|q$F6$tYMw4Sig@7lKG93xf7pJ%awSLI80=N()0KG4vTSZUm5@)Wp1LiBEu&~k
zssZF$K!ay@sWr~lc8KrzDXxge56ri&-!s>5e?=zw3=w@=Qm|6I6;}I$#I;;WDRLvZ
zuK&}Bf8ApIb2Fm>ajZk7Alow#IA_=n6zU$84_;TuIMSH>XtT?BTT0OsrrVV#^+G%t
zOlsOB>d5*VGkxc8f!nNLujp%B!Vu8D?$N~U*O<n{%miS0@wZBb?_<51Vy>(0;s8dM
z|BF+*8)<{rPZY1;9k}U}A!Yw3=yCj0RMp80CdJY}&=G(^N0MtFBiTQ1EXdzH8jd}u
zs1OdR#|5|p!|m@zY>!k`i{`o^84!vhg|QZMkz%NG9(koQJlV~#UiGrJzH^oLhmwfn
z#H~1Ki;s_GprymF_fN75dt}c!u7Zk-BER-yKY3(97`Zo8w9+y(0;mV%-<}SSy8QS_
z^EJ6JwZws{`?L@Jl|X|glr99`8>vMf{sBy#%k*hT&cH$gNeB8yUP(69OpL(hSx4x?
zbQu^#;OAr$2?~Z+)j6&wNJzA1sCwkEHrM?dvCA2cl??g~a}aitJ^;x0Y=}54$Yyfe
z7|E_eTZ44HIaUHUJMHwIT#I9!rIRgKkAFk?7l9yfBUiMe?@jEGIwEA`oFYC(M+3qI
z;?eUzR2P<d`gAV+eKa6xoaSvJLcwr2XqMcDjS2}JxMDrlmM%n#HfS|}RJ}Y2n@+yS
zT{(FyC;wc2m0<-~gYR_2)YoDxJn>lnk<)(k-vhz2i)9yWXc7gyCP9A3iR@%Afvh5=
zqI-QZ%r0|y2oeN*D`KU5PT{$H8F+anmqFnc;5_*38rf;{fT-0<5VM`XpAUl*m~Gyd
zcJ~X(xys}gKF0{}w@tH#aa!057H3J^Y;ik@ax%p^gn*?gj@7R#rEusW#3Wb47&63G
zIYmg$GMKLhxQjq(z_Trhd6P1Fcu-=o-h*zbNp{D~Y4|+-cVeCJl^PI#3_%$+0saH>
zXB;q8B6}ZGfk%EjgNh;ToWE;{+Rq2X6Mav>8b7~=k)lc9DXwVXR``L;Km8*k=e2(C
zUxwsTL-VhYw@`|VSmxK9r3?z*Mk9BMkp#uTfl`zB^7&XWw7?u01iue9ACAjXX`hI2
z9Q<)+a%s^e(8F@{O!03hCR?!bmtOrV6seA?i$f8kNPr}!kTN^jfXJ=2K{{)p0<1Q6
z;g{Lq35WNQ><SY{L_wH~CbfCv`JMPyrsvqoY8&9`o461&(8P;{PG+2>d<u-y8;tQf
z^NaVli)g;O2^?o{ZL@wXzsmd~!505i4;!v059k0VijoFtj5r$UHRNMhNYl^Jif7V;
z7UpYq<@Y<m32tQ+5TCueN(MiNgKaa5ZQKEHj0)HOYs8qZnB$>R2}Kk<A(Y35=!%rM
z!S^pe2S#g&O#^CNPSZ6+-F^B6eIA(#m?0M<XP_27?U}c`ZG-0kgnzr&GEudee3^K#
zWMJ`2;pH7jHnX;UezF5?A$8sC%zR8{dwVw+NO2(Vhsm6JXr=q%<h2_S%T}jit*t_1
zHjR-n9ve$S(QhbSo}|W0N$TXq_X}m<t8E$L#DsR~$SD6$qX#NqEE~M%`~*b={e(zZ
zeBtfx>$_}Wu~*2@?W>y!fqZ4P%k|k~xoRH+F-W=PN=@cI?wYbe5=aWq(c83z?Tmvo
zbq~1sANdHZJR4xrlm9<#eRW)w+w(ORC|%Me-KBtZcO%`6lF|(-l80`jOS-!Sq$Q<O
zy1V<`=ickRet)0$`2&s~I6TjenKf(H?3qE+M}QG9_%#dLMoUW@N%KZb>J11>SxvIG
z>|hrDTV>+xFDd}Z(jBw3L^?)6@}g15cy79>8r+wYu115_Kq9AD&#XTRaU2`J4%6V>
z0xS)_0_lFLW3|V2VomoiK@%w;yccHlF?v?|q_GMJwtzBas`g##E9+^d8E1mXc^NUl
zVnu!F8DlkBlBl}`i6w)Z_cU}AzZe5|J{iq@GOl=*@Yg8pX--)dC$H9Pe>d6E$Xq!^
zayRL$%PC-d5`g%k8XzA5Db&~Ck(d?XzM)e?N}t9&xq0!IK*+ZK(C6h!7tk-Bdx9KL
z_HVER9}bd`sV$vW{0}M~4+BC*s0Kvt37*S8lKP#YLjIkpiPfAz>+lTH2#W=7+2%Vv
zjy|9vv{MEATOjLeRiGwYw;5f2^zP@hlMEim?q6F480D#^92HQ85AsWIC_|#bquE^-
z*+jkUQk4Y8e93%KExNS~@I!pwnMB0Yn4fz|Q<K~WHjkz)Y|srM%1|`}%%q)rW@qB-
zZ^=Q-8abS|qf6s*)QqTvO^1TR=6e9~2b`326tmZ8MwJr_u-oCjPTbYDo<aYTh&YZq
zO_E+|`(&~{L{gto*$yEC314a3jJw9^lP$mzC<9g`_)vJsbl=AW5cA{z>@^YiRcfDi
zbDb}4umqI<f`%U+4{HIqzWKf=ExW&{gs`Sruv4(!a(b3Nic+<Us|)1lkGxwZN%%D?
zbn6@3Ry-%<qV6wh60;gT^b3z43MeST{m|?x2YP<KHtPsgIAo%Tzx<Yc1=NNA1CUgZ
zV`-wqdNtmNf%r`(vdoCqwIzBTIPaqETi9XE>q)D1c4UK^5B49596g89w2J#gfzQd0
z<-dK`u*Ld80?iOOV9UBDwB-p27-zs#OF|_z;~gFGeb#dPRkcs%@}I6e8IdZe(}U`2
ziXaw0NUWS3Ykl`9X~MCe3WK7fK|LS#+Xo<tq~9=q0g6;9XISQh-rM7LBAES6SD$J)
znZK;T-`<@DMZgv>YkikHpC=()q^pcVKot^TJgQ5L@Rptqf>@)cy$;E^pxP<8@ni(K
z?x5`@AeAou9c2Za-(n@Mmf454nTUN)V7{gORT2h1rh(o5pm4^?kK{oeHGN0Nuzx$@
z{zk0cjbSD<*SGn4o?^er^b1r*A^H<mln)z5L=d_LO9Ts2m_Up)bK0qw!`^btbsEN{
zjNP3rLrK=)R3im;+`HLEy)W$haX$W`Qi>7X0dM?zM`<#%OnW6<@7aDDk9Hg6_lY7x
zUE&=cG_F$V2UXz&j22cE)z=9Vd7vgqo21CW(>1jP7RbH;tyD4ZL0DAPKW!b{<5(Ba
zo?w<jI#W%o3?eQXC|;$8G4R^-(Sv(XzD#v7RwNJVtn13(QGLS-h)w;aR>KGKM%ULx
z6p2<JvyS0C9W4eOwW?=Goo9s%lBXL#8Mg=Hc2o<@&OS6+e%t2+D73$k2H(+QO;23Q
zjXl7jum3aQ%g+fctem%r9STWi9)8ekYQhDE%3!w5xV_q>fnj75NW6mavPIc-#l>rG
zt~g}Np(3TpVY#}k{JbM3>EfvT{1*}Z4`6H$;USI|=lHKICYXY3AH>wxyBh<3w7d);
zP9V5TtbWxuY?Mq&YS$T0o51=mOIv|k)jHWeMOo$OOIo;#Z%2LAHPV-=ZS0O(0ZmsO
z;>7-{D(yH(Ey&4AQ?{??NMJ*U=D$nfK#sdeXgbV6N^6ECFBgClg8$xx`L!5R)nL-e
znPb8xrluBlvsNd2bn>zU`m=RQK{Q9dGS2%zkVck|4g*8p3L?P~AjbL22qm8Nh3fcc
zK@+f2(#AIl?W=$<JxXz&=+5B-Cu8vB$~e{md|~3|=9UfRc5wyB|8mIx{c(|%*t+$e
z-mW{^)Y@&s|12g5FQG*qQhiVLVA4A2EY6{k<kLnSXXlceJCwxLo}BTXkAOxF>Z9sw
zV`^3dJPagV3QV8$AF&Z0$9^2gf+Yr8#7CdrEK{W_P~fd(-EirF>)c7Bq}l5Z^h~HN
zwm^$Fkj%j9b@Lty#z>$>@xKc-qM-N-ZH>nU_n*mnK0@ws3cyF_F+LLbI1Pq_QkGz`
zz(!ua1Q4TEM=NhEO!oP77#oZuXU}~Lz|kU_KU9F(e+{j0kWEaKe>`qI&jjuiO35m#
zBFBD_Bs1BH217^pwL2cF{)Y#l@@!V%Sou5qmoKU%kp6c*VbEw886%-QEOfH|PNDvz
zm;!gc;tO;U`O+{7X@Ip-Qc~KPzH5U}eX=-j9Hzu>vHvuCUFVEp3I`*QvH>`^U2c?~
zzoH%2mRI07U}!?UHdg|O3X~}23u6=3Qy6Q0@X5>N;bqiogAdn=qEhSAyDNWF>@}$T
z{~0frK0;@0^3=;8w13_*aVWvAvd+T~53B6WAW1CM`3qOTWO!d4BSTAgrT}Z84W&}1
z<n<WMl7?HDKo;N6sH;Bfopc4%2jJtK_f!+YWmgo4!$!w+U%d41i<TU-TQzyJ66J^u
z^_0qSz%-+FuSkxS+pX%U#61x4gC>;!x;}8>La7<xxAmSs_c6J-SUl>bYcN^+0dkuE
z?GkioE$k~R1#+XRN`e^Ph8a>^1c9sDOD67>HiQAx2#nS$Z>vcLd7e5|c7XkD8V+PG
zuR$#cND|W(gPjpiXwFFs-MO7#Z$~O!TXtsWz*%QLa46wlB*$3a302K{EXyP?d(}qA
z#8MZ7HAaHh?vE0)_6Sg0Fr>mz=HstRAejst1313l4VXCAZO@;ppN<E^p^!)gdau;)
zQ*Tx%j>7b=@}RH>Xq^A~HM_m;2sziS1jnPLV=eg`0hTyB7#MB9`kOZ0mUxX(7Z7=a
z)5C(KFNjfKymj4Nb3hQQQGOt8Vcg#7Y1evb*4<_8-SAh+@)cNn^LxBS<zV!o0U&_o
zE8o(|0L6gFZxS#ngGa*_CEojw2hGk6fRf}Sw^A3g7&JnEJjRid#$`J<^yACdK$T<5
z-Aswe3AOCJy-JAo&A>Ay6*dt^U+CS#4*|4`h^tKrYPZ9mVTk22{^p<zCw~5<YjO92
z@SM5$5O9vXAa3;X)4m9`E#FR1QvrOEMC}<_a(cCe`7~1)-&Ld~pjFhG8^mJo`c9#r
zzqRM~Y6<>9R{yl4yD>Djc~dYU*-<KZl&-}XUhy>)(4HSkgG9+2WISMkDys>jbU@KX
z*MM;OyS@kSW-Il;szpVM_$gly4L0cN&bypm*@?k$w03`5=mZKhf%H8lHijwWMjSjh
ziR$_Mwe?i}DL6$2_1m`Wwed8j-1utLRD}f@?s~c6OXD-#I4OC*m%IYS(U{NsOfpR$
z&+m;m%Y;u=4D?@3^ghr(yB<Iqy`OJjj4I-G^$eS(rlE<IUf>&czIWemRIc7zI!p+o
z3?^hGB{h>J1Tzf|6?3>eElFH~+}Da}YKHaZMzpUGVu!@_yva8K8P@C^s?2g@5_FKd
zIy$PKvl|#4R^oF=+p<&2%*v8rY;uU)Vuis(9q`Ela>1}y?7MNBP|8GVOD3LK+wocY
zto`8gqgC%qUytQ&dzHAQ%@Jv;o}H;iJz5cHuK%knJ|GxY)SG{E@5a+ZwensklX}L&
z%Y1b^I#I^MZRe7w0e0Xp*jEl8jNLG?<581!c*~uBCfc=X<VY(<TrpwWEVxR5LT9Og
zHLaREqy(OHO;{AhzNw^lECvLr>kmw!H2i9BOK*wS9CZ|>N?#Fiy}(!befLnOGuf(<
zxsG!Rm?Y-wuNVudHx})T8n-6}<z=?1N%m*&j+!lUdWykH20SQTF{(tE`+gm1&P01v
zm2>x+4jecjQo?jJ=}W-5=5TL!tQDNe(#6fqgWb*$_iR(ziL8~jzHR5elfX>l0}{6V
zI`@~jn|pf^#l^atTbmInd%Bx@JrWaI+n`P(tD!-S3w#67s~<8hNzMIS=15|Xgh_`!
zr;%k$Fur?`wrvmj<@c`n7f>B?IdQ;zcAQ+~6i9rg=+387NNR1faE{t3cZRLMq^g+W
z=s#I-b}DjkKCWeal~}{xm-TE68gA!a5G{2_v>SUL8{qOv^=&o^5P%{<#06bo8mPuR
zkGxGfIQW1Z;4hmXH(hgI3e}}uE+fns1JMOY$Woih^Pd)Z=SVs_)@`AGR5;_Pk-qhm
z?^W3^jtHB-s!ke6?lA^oXYJo5FJMss#<_c#EZOslkb9n@i@W~1kb7kQg-$Gl4Vjp4
ze&3&6Q!C6w#|(&#qT}uvR-6ygSaILhzm~^mR|t|05*0C4zZ9ThpoukThXpZ7#M^0o
zsOt&}5{%Ft)dVUfjl;1OxTyy)ZFLoUiW=1?u(*7HP*Ms<)vL9snswXuwcF#&$zyy{
zs-kwDTc~cE2v+Q0SGd_1l*&G6SyV}iMWiH#cz2OKQ~0JCn#{5YzlZi-uD1-))lC&E
z#S1;V`^lVpwdQNRy6e3zupE@`J91Xx7V2ezGg-0Jg}F2U<;t!ra7?{%SlZi@>)C+3
zK5xFK;&jV;V_moEQFqjfN8`E;x}lUt^%$=Jf*oo|dSZ*<vYgg%>h>P3cURWv*6`i8
zscPI`>0XM=aX(jsC&`V&bLyQScGVRNA)rjH+eYW~bnxAZG(7y4!DhENmDAJDF`myz
z5zW1KLwq?v295|56Lc{uVNAWe!8jUf(_l5pIA2EwV-D&PAb>U};PcSdJY637N*vYh
z&kY{Z@b++7XJp(-8(J4$W|R!-!N?PS1m3scO^oB$NcTw@PYyi*r|F2`vrG8JphTw&
z!%1BZeFXoLWjIL!T@Eq8AA(~_m9&$pzir;Ao#zqv1eMHzw8{!NlRqMHosV?kdQaTA
z8&xRtL5p?EG2Bs;I3IW$v$o`}%igZ1fwC8zX{MqBk68e6ROL&HTA-*iL_RLR`0q&q
zUpX?xkfZR6xz(Ub2Q)NJyDVYdg;F(L&t2Keo-d~(v$Kq#%(XKFpYdl-NbI|xaxsAz
zetkpfk9fskNArnTl$+~!C^Zh}uvf-sTBuTQM@?AY3gm70%YW{z-t5XQsL%pdIyzIF
z8_HyZTENxGGDe`<4=7H3n$Gsn7!njDrz>H4<CpH3d{|R^A<|tC&|PZq2#QBxk!Yg?
zeXdft@VFe(qGL{P%LCAmEvRYHak;DW<x?Y<42S(p?iciJD9NmBc5?zG%*1O5c*h;>
zT=(bON2VM}jn9G81=YH)bkQ~EMaz+BI{cJtsSdC7T+DKFap=E*VMoHJZtsQbEj94T
z@|YCB_3BlCF7PC~UR3C7nq`O!Ot_o#tZhW$#Q*|p%N;FH{l3_{osCh_yU+62ch|0b
z`u9+hv^Y9A^+D5;P;Ea{kAtG?TzqrTKujSp<O7z6$IWrUO6qorq|Aq+fRpR=soD_U
zCMCYRh?+irzLP?p%J-^r>#*S-axYZty|h*N&eSeDnAoMPc5yV`FR<B7zuQF2dxRPS
zd>YhfxNdDamRqP5XuGuH+I4j?M)pMA@w=ZBj*pIgcyNP+`jjrMTVd9HRHMqeAfpPo
zQf0P6V%u_Tsk+!)rBX$!YVV^v=xwuGIzE^0I5wtvuKT(T{&D0!3WDCZ$LJDv)@|4B
zM5%u6gS_Vy)V@)P=goKalRf-4%e!LPPqN4}lDOWV;Khm%3;ULTjA!G-d~(FS7t+~s
zwFVP}HDFfrr21RIevdJJv7H$r{?Jom<hfuhn>e4g{wMNAOK8XRMCPXj7VD=a-p=;+
zt}3s$vn7~PP7f8+6vEM0dmjsI7JUFe+T6VN-roLWgAn7^8!}S5@E&8Fp_Ug|^gN%@
z8s`%Nx{DvfUH=-G!=^8z@c)Jm&Qtw;mD8o9Sm&x#;Fyom#~NH0X$`(V9C>tea%?hN
zi|h0G!Wia5K_WsBcHjM$ye)q;^`ieLK`FH1p3p{*gr^~5klNR5=wmbzN*1iqea*CQ
zZoTVv?z^Z2le0c@DMl?Kugb}>zOBNQHvXvQTWY6fwsL$ZaNn9ZoGU1)Ttt9aH+!iP
zkspVD^QdugbrZf0@^Ti_u9i+496J8k#-_vDp4x@uSbJ#G!R7L3OlL!-%=~)?MfQU4
zT`FA|+VR4Z4=gN)60*ZfD+$~i$E}($A98Z&Zf<zcFmpxH^@%YNl`<qEJf0#Rtl{$p
z2J9%e!)BKr%(P1=TevK;KY+QpZBj@#L`5d559;(d#{c(>;i+^C@A<a1{efS1w{dT$
zG9IoCxDi7;S<yG3riKRx3~RC6Eu$*aV^DL+)f>ywYU@}jM>Hz~<oK5s;C_5)O}2OO
zB5!80Z2jSMja&QLIu+@)?bQjPh<NI^zPP}R(L7l8!u@uOcLCkGqsk1S1Wlp)&Ue1o
zD9X87Ij><)Z331$Zp(T0+B)EHc+w(5l+YFBHXXQjrkrty6YoTdwnR%W`s6?hRt&<v
z{O0RB0>kA|9KIE+VMRO99HYRZ?C)Jv%UdBiwNA@4#R~zgRrvA|;o(WmEgw>`;bCcp
zbEFvxr;ey#{Wt{Hk;fL}7BJvBRE5!ox4*D6Kq#ccmM)JUuk@|I;6g@2OQ3!|iETD8
z`<&3HoAe?P{@-Cj<NR#cag?cEcJubsIva5&DpKkF_SwtXS~Q>I^?jrDy<?XXg&19G
zco;9Ql!Nngq4%Xs4{w?jN<s6M+oo`)R5+%qh<L>8GMc;qh^$bC<|9WXctaKQtSocA
zU1>Q{523ZlDP`z{WA~V<ux@W}Kd7612A1o4=eV4OBAy~`)jVYqk|F$gUF-L@PM=Cj
zxV2XX4vrjr+H_JfTR66|Fl8=0Q1<v-K9-Sb3NSiXpZpYu1%*eTnM(V_#9Y?lVyb1^
zk!$h;n8QO!m#bGqD8zXOztZ7z<mOsK_Xn4Um({brX0`Q5Li>Du5U|0d*?|~}9%srV
zz+f`P5?kNQ3yF|x7!Vd1{rviK<L5QQu%ZMhEQ<MOl(va<#df7le&K(6G@?mP&ABs`
z8XVIkT^zHUk5hkYy~R&=DZ9xqnu-yrf?XtIH#+%1nXA;Cw(%O5oYMT)GQ-yZmmj63
z8@%s%=c$Q5k5C{y?GX?eiT;w`adql#*mdrmF10EY5Nzq!=Ibfi1<tx2d8=f*ai9Vk
zemn?E{hncPtAxV`1Op2kN=lXQZ4Ct3Bb2kV%*()O<CC?^^j|m_Au0<Fz6}k_3(7a6
z3EUTpT@dx=(t-_Y^6sLU!S`!7yh$wwFlr_Ig88a&*)<O-AlK=}&-g)eC*<s)3ICj&
zg4Sj3%7P%TR7)XX+@3OS7%iWO7|Z*iSOmEqBkPZ3sb*w?s3Q;_?%MDi1zWU>r2J_!
zckF*hSQC6nOho97eI_u)`arDf`}gnALFaKfKo2A8SOTlx<>(diU@8@fWOAgg%a=1f
zXB5t(OSf+m6NG$H&eXFyY0CBOKii+f`w~dmaJabCx9Pm_uc>*Ml2VMUB7sMo`WTp~
zXiSEsrBN6d6-)HWJWX;7-I%V2AEdJVR11V7HGRO?!yGJ$l73LL$(53l67&#aeRUu6
z<6-xKHaBNa+E0_&warynV3|BT=U&8dxBvY4oM^B3y`#OK(k5~p1S1Ih+$XUBfoFF0
zKE%0KL5fZVo&#G%7O7+K`cAB-c{rZ04oNER2%8X6{%dm+R$iV1vu~+CB`;5t#|zyb
zbnsqY>o>cwp3#8X+m$R#us$)Ve+9B;KT^n7eh^Ko0n-t*>K}#CcNh>L0&k^-n_OQg
zu&-OCp$;e_CMJ&0uju^uom0fGom51+{_D@dDv>GK5!RyJ={z&oIx~Yb*DxxwGW1n@
zd*CB@VzkWaUq4asGq3PlGnN}E+2xRYg??xWCnqN}uS3o*-cDi_YR!_#M=PKyjuY_)
zb=+LS9WLLsC{mQ8ju&qtsi}3<sfGs7izi2adIWdZQ9QSPcq2+WZ><fRDb6O|N|HTg
zKi7OqAPQNj5RxM8Es9oV7`NdKA#@*HZc>dYGmw<8<r;E4(WpEBMbR98i!jc(y@}ca
zId)sy0cKA7=K2LPaZ@Npj<sM^hUj6&rDBmCGnaF2DA)t>w>)m{bq1TWau@pDVj{BU
zkjReP!swKM9i83jj?%Zo20R|QLJG)UUnzT~BO{f5ZFSa*qBBuT1j3!`1%(P4qumrs
z{e5;e^s8%1YAO|Q8H!~>;gZW3=#kI|N#U0luq?zguYzUL%|ASOM}R(tm#b_Jc4c_{
z#nxd##&|TMXstk}o$9YKUtP^2##<f`y2uU4NytiiGWf_)`h<mXN3zjK1jw`3F7!zH
zjVkY2Tqo%yAq~8Ho9dNrsmTszuD15I@ZJ`pe3+Uuj2i9p_jZwji)#-%yloVYPERH7
zZPMDF$g$#jM8m^;@Xw*sUL80%aq!W;%a4xLeTSw*G?tGgwi3Vl^qnShQ~ekgVW1so
zJpJs6Pc$`7mPpZ;4&9mi6-k0(UH4BG6Ddmv5f-(!WU!ja$bui|b2Y1&^BWbPKBs+r
z*v~5>!oIS!^f}ygwRC^Ndx$5iapN^Pn&;K1;Dj~Z@YhrP_qMj^g#Q0-TI#tLwN(9G
zzo^=qL9)h~4AQm1&8JLEoAbX^wv^sf;k@$VhCR#o*HnQ7gc>ObWx#^{(l)TazwV1B
z{6&8yOXtFL?YhklH9{SDmDb4YuC%c&R6I>wcpJ6PzA9j&1dvlQGCt$KJ>u}X*+h>V
zrFlD&g-9v;_KCN5iFUvH(kR1dzQ(8!O<*@V=z3MXdxx-HlPs3wG*;>;n#!Z{=}Vzx
zM~;z`zV7HXvVBEZ<H_kuaV0zWvs<Sp4QIL{+8*e%F(^WrSJ|lZ4WS+Ii81r=^jEBi
z#K;T56nc(A5BTLFKcq!MsaRPbSD4)gO;s#l5c*1tD3_U2H$BfVQXtA1+d8;$eQ20M
z_3Kx9L9TKc2|VVnL097zbwla@mX<Lk3W}PGOD$<_c-Rm@S($llU5|$K<_F*dOWod~
z(Ca#3qWQ3snrl)Y-KxRMgmx?}Al%*Q0t6u9w;M*(wRCfNeX%;x!eVnLNKTaldK9F&
zRkgiUXu<4_Ly%zlPDx7Iw>?+DPRcjkjjkoNzO@y+H)mn6Ig*LPoR+@v`rkW=?xM(N
zyYQND-I?_y@<mt|-Y2S3?D>v=9%;*!j7%(lLqw>hCfLLQfrJ_<8-n>FGL(+k8mA3?
zW43QNb``bpvnY0mUc{K2hDH<k7NSJ<WTEV!Cx=rPvDC`laL)Tp-+C%)M7zjH0|NpB
zyY_go4`yucK?8(m`>&Y7re4mpcXiDfu3s!)$Ohxg|1dm8Q{00>8M<*|@q%#p$;v|P
z6-L+n>9Zcan}7pdM}^muY7UqXg}l*&161c@Od2ky8`x^l_$S`%+1uelf($+zi!s*5
zhh8c1yquVi#4S6vp3D(^B}fRMFEH#NA<t)nE_Dj2i@;D}a*Z;8d7n*IUcTbPt$t2K
zWW9k?jritkW$TA9yns;AXe03UZ!iq{IlP(oI2=vyF=jmpd;0+rM@;JR4Hgmqh#ha7
zj)DtoN<#kw$HT-JVTlU6%^5?Zv5VsqLdzL1tT;yg&xwfyRTfyHw^tO3d4__oIm<?4
z1G<%Xc;^(#vxo<79Z^&Y9z#Nf(GTz3RfaRW%qwm5o<BjL75&d@XYg$7dlMOmp4iSd
zoIl*1R_^T0o?Be&t$C{1dojhIZkrtWc1&cNqfS~v#xE`>aRUcuw1kh;&syv>zcp7g
zFC0v|v1ni*UZIBjL;hO_+;l5Cqtkp{1?r1?V$!RY24_9}iM`|3b~{`ip0kJ6eL)va
z24=N%g>P!lfvtG>sIiEZ11(|ifOz8Ybfo>QQp>Ax`W@>k?_;GJi~T3HbSrP?E49yj
zcA<NShvL9J2Xp6o7hbiPJ5-Y`$Z)09lp5!4!*-_>)_HsP3t1MIQFi*oiD#_1CC{lc
zCPE0%KH<LfZmmJ!hJ*@{YtY7g*>5LboUSSPwE5Dzvp;cAfmtEYDLqD1oV53Ovk*9}
z{ojk+Acpp_!EOG0{J|yB4*&ZnM&gwpwD;(_u%7+eEfR?8G#SdW#f1^b(DdQIZw#5^
z*Z%%P<C?_TR>%i7duVG;iW=v;Aunmh?AE=(qaOiRPmWuV!KNlR1`s8l#{>n-b4Jtw
z^WSyQOBNaRrtH}Nc=GO6k6MWw4BogX=zo}D#F<nQOC&Tb)VwkJHGhM8DkwzylYc|O
z1`Y_hF3iojPl#$C6ks{{hDB1qh=i`K_KDDIxM5Ps&x;KbRh608zqTot5!t+}JHlyj
zO6>wsVy1+FUZwRdEa}ylKLiq`GME^j`_bS3BGotGsJ!LgGdTAW^uvAYRe1H4j_3HG
zrN=+au*|eQb+WWPZi5;t1~nB?ez5V{@yQ1t@e+fcUZb}PIpneZ`=o_gb*87JZ@n_<
zO$Yfu0Mq*ydQ>e`_i}M>SiJGQ&b@)Pc_nHrA@m7Ws#q^de-EBhvnKzuFC_Gv)~27(
z6HgK7Jj71^hhahAgd`AbD!vguJZ^3oF0y&`Ro>cXB>Up)_r?L87vdnk0^NvcU<8zu
z;E@TNgK{;l4-O*W9p`C7tBV!{dLo}ZrlKG%m-j`ueh9NS?-_9yp9|W1W6~s{v=Clk
z%g!^BK_iZTF3wVJ=Tsw;6I<=Z8&s?LqR%FfdU!e+TZcaO6agVaRzLAq=!6~Q&jRtN
zF-Kf1a!0g2_GD@qPSz5t-#MCf8`Ia2+dW1h$^{{xaINby?v?0hJ7}R`85S5KTQ0~-
zT27HH=MNhEg4U==%U#Wnz`rWY_6<PXQtPt$0N7ZO8Fm}}i=nUV47GfoXUL$Tgk{As
z+VFh`PgvJUU5gMvSlG*&WYpiZ9LUohxCq5Ot1(_u*7#ObI3hG!G4Q>>)z!7mFnS6?
zuVC9ZUIKR>DMEb~r;e^ITw*e_z6;3r5K1K1emt}$#-pF6IGlEHszqBgT<{U(9i90U
z6<_6CwN?&HCrb}s0fdZ7=u16uq4T@L71SGd%T+$52{TtgAhY}7^!XKozwVqlBvb@_
zX>IM(+Kbg;o-7{VAMaj!Vf3lqgl=;fDrDQe0Bz$!nCvjn5@<5?c<D9m9>2+{L<2iv
z<)?gNx_g*Pu3F9G*;$uOq~FtkrV$Ey+?KT5`kW@pwa#dLL~(2KeP*N;6uLT8ed|Kx
zt>+#*wY;-l1yiNz<I%jAVU$&%lt=P~o!-Y4f^4(_b4~q_lC&N4lWv`@g9{Ij4;Flc
zpKd;;9~CyX>7XieRxciA$YT2ATtc>L*ER6y6Qj=jcP*Re;uA!4hZDYVPZ?Ky;_^ji
zo30-M1Da{%ZytX!)zEg7d~?h`Z>_93c^P<=0Wj@x9AT?o+#Z>o0)}#tvV;S<WPq+W
zI?{HWP!GCSMy9&95D`O}=YfQ8Ys7-V=#Xjdt*PR$Eo(e`^K&<kN-Ps;IFj15FknH+
zSspx?r`DZCX}R}$<hUJ+O6V_Pr=(Q%-o9$zqWOHU>2nCad|;>`R+_5C`|APwlf5P}
z2h4I9Gc(+;@;3h8zBM{WVPD_<i84i^yB=S-8=Q_1sW<LWlfqhwj8-bF9G{{RLdZJ-
zK6G=GPMi0}CP}{DCQ>ct3QeprJdlIHKiyV9N=b3uUs56^wO1)Z4^B|LMkP-DzMmK^
zm;PSxJ`7KPegY1(C=2+*+poYZEk%}k{iFfyYD_-AqJg+pa6|hWg{~eT6Sah<BI~xc
z<?RQC8phUsCdWiRdrnB^LzF!Ky(_b3aWXJ5SFNEI>PEgMau_k24cH8AIpDBYK9h>2
z*B?J*rAmm2#C6^nQn8$K8(&+e=tW53mH*aVwy=D*yAF67g(l_9H(gtRP>SDp3-bZ=
z{?TWK90yvOo)5;A+O<DJ+<1dR2Frm)D9%d68`>d%eb-t4oL5x541P?SjfYo9w5v3)
z;atz~{fg?3)G<N37W+pZ3TAQjyylU~sP@{XJLX<QP2HKjCylI57f#gwl_m?^H!H~t
zK3pQFyNdqtBC}G@YtCVoZlOCacNFjBCMqsijqZkhRUvhC$6*%BP>Sk*eF}KtBt{vP
z?k(~NYGD>1vFlHU*9@2H(hQeLwB@Tl6C0y#9eS%&cHSk8^U4^Zv2k`N)16_|wV-yx
zMMNa>OmKlqz3S>UEYb>o+Q$7C4yG{KM0pU-;b1cDQT<`art<JPj7p6=SZ3>v2|ytB
zef*U8o1_4mzOKVzFWC<br>FSMo5*HnRKvDE(6QqXoqbQ{@wn`jv`#MG5=zBvd=T)q
z8MY1Req3YC+pea!D=w9fm5OX*?&NBPXETo)-JMRrWA{8;8e1S?<VpCK{C1Gkn{7PR
zMyIF-_zr-!+S<v9K^u{?jovD%_^Z`HmkLcZOZ5>9KsgRakee)3HpRc%)A46O50RJf
z^Y{0}Zc135_ld({UE-#{C@1@ba0QUOa)iEKB_d6jiA5+`h8iKbAqhhe6DwAjD(=jj
za|j9b0&qi4BiTdKXiI_?;VZcxBlWLC1us}7v*88RTk<(5J(}UJQM6kp(HKb9MKhwG
z)XhSH3R$I<36D!|+q5Iq;cC(?)DG1<7X-pIM}!A#u=Rh5?P#+>S<XbkKaf?3Ze8gq
zVsRTi4+!1cEVYsNFYfL8x#{rQWd$!|BIQGv(#L=Uw_J5T35P<S)y)c*;FP;Zs$NsL
zd+>D|uT7<uEq)b;>n4OZ2!(1y%@}UP6RI~%-t~SAJc^vDNnI=`@$#Xhc;4>EF1QI?
zKN(uY=g&=QNPTh6*o5tAect>+zDFN3j8Hi%FFqT~q&A=o>XMU~D^Y)X=%Vw^^cqE1
z@Vy{$wBxVT^rht}RLopV!gfj!LwNAm;jazuk!(JkdBw{;CbIu=8*QW(Q3`Xpe<F}N
z^T92ChFQtmR~D+F6IJM&iUn_et#%|bgQmvldQZsz7|?Q~zljFXxoL_a;EF+{N6Ljh
z6$tp*;EPIJcAE{zbXCw|MIgWaP<a1q=e?ATw_w$hM)jahSF<|paWQehOUk@|L0oC6
z@jyC`5Wt~-L%baU5C#;C6Nsyy$Go;bV{A?uCbBne8hogQ4@Qmo{SEt%#98DgNA5wP
zQDlKz#?(#OmwwkE5FaWsLXt_og=|oZ7=N2<U}CnMbdF~^#zw>&eTuN=T(17nO53Ac
zbnOLcZ*PRr#BiFI<S<JBL8M$xyPs9gu={~qrDqO0mYAdQ$D#*-!26-+@tDky4TG>F
zAAKomkz#m(n}LQ+1tOSg-4SiOKP~#v>I*K$jQ)>xeu09qz)&F(^yNK9@xIvSrB=WW
zC<c&Iu&^X>=#Y_?GkdB10rW}jU>JmYjarkKWfJblGA2@imEQ>fUAk}GD9T(6u!9MY
zk*mGEk>}itItO&tBfjK6CkzXaKnKmgKQd?y280Ttk2bk85b%3pOce7z|6}aPxAvN_
z<1a3WJPwB4F0S14jU0%f5ya8zF)AU$prq`W;n2k{&Q!}YDXdcrLaHuct{02LA)yA!
zGqEvgl2F>_j)4mv?RLEbA|exi@rY7(-siz1Jj2CL1JrLiSy!uI0FxA?%uvGef^?hP
z@d|mqP*K?dk<{OQbsEFr_B|4yD=c-#@okzkWE{wQzSJC$z<N%?faNl*SV;R9ED6;!
z#AmbN=c+F7lX7zMN&oaw3OexPmUnLe4312jZ<=qbcl0Ku@NLP#$R2)Mc`)$k$*qV;
z_4hxM2c)EMXutM-$E4k%78nGxOP7$x!x7yBkFk$hvz`@|TH12(ganGOTho>Onh_2N
zQGtYtiI7Kw4YxIhunahfjLh)IviGEz%boj%m)!qC4wHlH!^8lbTC|s@`|a1e`G&#{
zHkCG7xQvV*(y7#$raOXN<0=XjQU-wVrr=}21q?%mk@35c+*tLxy~oybu8dspiYc-2
zxvfccEe7Adg}j|vL!#H3Ml$JxRlngG7`XAqN7G1^%Mn&m3Tnp|N1svxk;6N^+fSSj
z<fZM+{be6(o7NslO0HOAUJp!&bR2QU)Qk!6Q(Q4pNb)G}?&lM<yptMz<KtZ_EpGib
zs5wW#%HO$MW!24h3E@C9A&=wEw20#<<GQK^dm$1HJMJ+ywi#IK0R-@R&;RTpXh#CL
zqgygO{f%EW!#2Of2>3e7d0A5%8VHC_@_ZQZ`336AKjPdRVg=(hU^wqLqY{P$NW>pB
zJC@n45@#5NKYsGqCDUSpgJpmF5tMEH=Zeq=mUy!C60@zo<a=wo8jF=3{*Tn3XnzHv
zvFn~yC#bz~@B#&ttD@pPRo}lG*EaNtc6CQWAQ)?MHerj)Er2r#0!YABPAUj%c$jJ^
zbKP7yALldD_H~A8k)bMY4khPU{_#wZ6dOM6nB_2wE?Je#m1{8XK#%s-%*j2@OmPc;
zf#*1RRY?e0!_huQG{Z6z7i>iP#qNfR!+s0asX2C6O$8Te+K0FeiAWC5GbS7iTv9GS
z+3!^3?d>0>E!k-D;!jV#JouVpzyO2lPv))Vukn1&sbECO1qr!T+vl6&P_g64p^*8l
zqozO8M$KdC;=GlUi=^V0l2)FbO0MN!x~2!qMpNEM+l~%OKmOlnhBHm-`KMBA6Q-SM
zd$g#QNraG2mU(KSY6@T@M+ym4OLhYJz(%OV<u`CyVV|u(m2r4QN}70leEb<C8;bS3
zX@Ln<Xc(fcb=sw2)b=0&yY~0>>|n!|zB%9um-njpV?`9kc+rmUaKwwJ2WHR0F)imk
zk;@JxHzu;HK@7LJv_#MKNfI8G_V7>~iN&cG1<d0rO@ot;K+XW&FTm?CB(@J{h(1Y7
zQY#pnTHzVbQtJ0p!hM#_s^kzo5ik&~QYUO(j!Rc6d(D+~D~TWH+HiMSF>NNPMAz9b
z-GT2PrYr1ol`R73clWT=PJ^M`{r4wf`06#ea9>_glW|4r)V|+*uwq9Q&4f?Q6(mdk
zoeJ>Wwvc%&27bSQc}H?@pZJ~8Tuq$A!=75Z-9YI0vw&4g>^+OK;9;)-Ook+2Ycj|r
zbXB)ms*Nofs2b>%bh)GO-lQ50557~~*}QZz{vV=+)K205xUZv!Y`wnltB($MZw7E)
zrJ*$^RS*mFO$B+E9PMMGtupw)v9)m=qX6KI&Sqt<C6m$!*VEJJ3iErw6?JXTW_1v6
zj9>C4-aHce65Af@=sBEc<XBrjE#C81_x-_zBf-Tj9;F95DOXTOR@USom&3AKHt@{f
zzgn4zh`+FNS--3Ix1Lj51Q^b8b_iRizVR6qRYL#3{@3?qQ+4!#zHm!fF`1|dTZ3<E
z6bnH7z!I=CU0;-Qa2RiO@jBy0r}s3$9{e@qL1i|s-d=m|V(78Ei4$=DfTTbrY^OCe
zih6&wLs*Ge*56N5XysvS|0Dh!kOyEnhv3C_#?XZw9;8cw;p`==9S}S7^ER{h|6jz4
zTr4W#N*|BmNAuHL<m3t?V>vvTP9-0vIb{ZojL*uiLpn6=K1~)xupc+n0kf-EZu|hG
zY6F0w0@<lg0I;#V*C&(t(kT81-BC^oVqZP)hELW_YDU)sEzH)V-0J0N2<8*?lw5cw
zcB@wy^qR-qYjWmr2|t`fL&v}V43yJP>29@I_D^M6Jc<zq3zjp>A4TP2C8|ihV(oGB
zB^RQw-zzMouhupTiOTs?xKheL;Sqvw)$ZeetioQ+RLrD;MS8b$Wa_LfH((&gZiHL$
zg`>c>j-j+a|MA2SpEM7L1~2wk4?=tU(AiMO$L5ak2poZS8+*6d8*J|hmoOrsX@qDx
zLK3iiIX!l`Xj>GY-aTm)5ii5lnn!FMk1f6<Bt9#m;_~ZweC3|0zUcAV@htQ&(?KTg
zr{5W@2lfMLAgkFNNkLh{#1!IgpE;wj1)<-WSzPOo%bST=84a_a3n??F8HMB4KXiVU
zjoVue*qaY%M$@Fa%Z=08A0^SoL?GAsnbMuPYH|Mo%}80LKeS-0GVOls=nEw^90F+y
z1W`Ucl;N`O(B}+aP%1L#+i&5R4*PF}U2ez$mbVBBdj3g79H5l^X3uT?%iaYRR#p)Q
z%*ZrKn>f(IkfY3g!u4}?5&a)gg+{noR1iqhEj19X59JEd(5Ecm&d<YxzY&l#xWwYt
zNkpG8j8<$n6UV6;H9NpZ43e0xFX!9ggxL-HYvz8fu2OQLM+i&EjOyQg@_Btf;TcSL
zjocfDg87Atk56*rQZ`0aBD_wStf*ALyWy@&WA|nC+-z6{tqI$St1;s*Hj0A0)F_Gy
zT(=YvX4Ndi0ehp3eMzS-Jfi_ldY19|TldpvQgO5-z~s*jZ#t;gub~iJE^~biu?Qh;
zZO$N@%J!8;G3uE}hQ@r+m_-{;RRPNC(8Jy{y7*NCTy5?PG$b@m11eRIpHOZtG9LcE
zsb=|T)qgWA@Q7AkUTql7Qm!TbWsL<}=eSDw7pfc!X}<xhy~DMnnNde}=_2fe3MaFk
z!IyMjdAc}tj9#((*Bz@H7M77}-Fk+WhMLmJWjy-VUjj1{VFi+JP~JD)XF;sxBfjm$
zBpX084=`yrd^UehFG2FG%Ir>wagKUaK_sW`Ku=0q@NO~<b0Db>B2oo7fXLi#`9y=L
zS}W1tT7d1?m$j}h!CU{Xj`9z+wd5X62PE}px=6{$lcn_>d_<G+PpZ*lLE54V!&(1o
zLzOyw;f(_U1axLbBW$(2^x$PS5V1$Zzi$G|*GWF-r@{94%Z+&>Xpht2jSby41j`4L
zqJmXkWuIv*71hHN4WGSPFB|17^i1OXLDSwHRA#&8g&cd4RCLJpW4BDn?&N$sSFa=s
z7#^q9>HeIJvtdmaw^~v+181zswV^v7HH8W{#o`CA18(8&MUTI(igcCM-dyr16iV<V
zak)cHM`YS?W+EA_c`EpfHcsyKqWX>>+xh?pL`f;ybG5u6oglY+Gh~rBTbJAwy=-+!
zpk*XGrfFo)>hJY}C81N)0p{Nk0WZpn{&B?6g#8(D?WeyJ_E?0F9c{q4oA$pA!{;z$
zw(1=0P91y%_6s~ef0z3kYBWXluC2++%~w|^UeaLvNk9<oak+Yp^ZG5uxX8JmP-~z4
ze?iT#k3TKFrrTq+5?;~Nlqwcu0WvV*V8c94^=d{yo7+m$mh=V?StuQ#@o=)S0!*=8
zJkc_jRThuYniK$qoHkE3xuN0AD;r&+L=I0F?6^ji<_N7TipS&BF3hSay-Sa-!SQoi
zYf8a8cXFT=)vW7o$00_|5ID>U>MMlI^RW<A2|A__&Y7Jx-GN<#gc?s^mAv+Qj?e(5
zl**U=kK;M(iZ*amS;#Y9kW%e@53;EbfW|c#m{}rI<quvvT+rgN(K7%`Fcom;_JM62
zwy<d+_IboMk@mWKGN*;&xOPqN?u6Lrf|+}#bI+d(d{yxOmz%cx!Eq2_6$7L_q6l2e
zvwG*uAVQ^8e%cl;7y<$f-~rGgI)L#BmeWy9b1s>trzi0N0uE-&w{L>+YcTY@E}Q?L
zpN#!l?p;6I#1RPsUfGAw`~%=80V!!3U$Fx^(b0dVbd(0%6I)<lPX^hFx=0BZ&cUW?
z5|1Z-l{w~fLjP`SAObL&u1x(!>fAO$p|iNW%*ZujfsVej?EXgc*~e_@XTi@WHIE2R
zq*MnTRj=*rku9D_8}s?+rK&l($|O&uK(!Nl)~TX*BGnGds)%CVcaONLO8mme@Pa~(
z&b@fwKRMlw{tUDW8`SLUJ3B5M(h{;`q%4Y$n3%d6Q#if(P#$BSv@YE9iCwZj$XG^=
z_>PD>g5!BrEDGptm${c{8o^cLQ!>0IPeV&P4UyIgMKvtuXmgHB8`;+h_G`rcT-U4`
zknkgQW-5?yx)0bmr2-jxIHf8nW+<|}I+Y^5X-85oKcNQ62B?0c{3$jz)hi24td_kN
zQh+Sgo7^ZAvLyH{r|kZ;Agrxr{MKpv{@bM<z!<S-J&R@BX?v)}U9n!%a`?-Z{>m|r
zfh$O*u3^Uc<49bp{}P0=g>+4$5!jAMkhv`N=-9`3<?{0Cq{t^XVV6P!lr+L~T+_xW
z(~_kti)j`mjpAsf%8zpH`qB)BRHd{e4J6LlhF+XD+rEUQ2wKM`^pO|=Y<FzY?V~8O
z+hA9{Mt@|h{D9CE)Yy`{M~h8c0iiEGlbzwG@Oq<+5qcz30k()9awiNT)JPJL_intl
z7PXxB&;(Y*P9S4^N~F&swS;Aj2c_C=K!#UdGmsI%(*FNi2z0t{3kU^qXWy1g#L-yZ
zl4X4LB~2~y-%wv6!DFZPg*}xvoY+Iy7;{Ft@>IZn(cc>wDk>6f;px`m8xY2R<c?>u
z83mFsE*D(N#oA9-`{05?h5uy&6W&&F?aaHQS#TtYgqVvmyNkJBte#^MLhODm#fYod
z+`h_KcR(ZT*ousN1y*g4zdxO+jAcl=k+c43oArA;yKhe9qzJEFkFYXKcZL1W3k=$?
z_`)R{C4cm2OkW1GRHc#Fqxs+2zMDbX9o%}YH9VN+?PXt)9m8czRj}R@y^Iu-qQ2z%
z(!uLZ3cj$b%&m5L<lJ$IH?sYa#NvKZHX)xK64F)-IvDwKAZH3>N!=Ga?p!T3_fi|S
zCFsn1>8w!Zfy%?Xdre8o855cDoUnE2j>i+uM%8`?eI~>Ac+r;@jY-A)g8KPi3;Ja5
z6pPDQ<Kxf}?R)2%68vG*2uI_pl<?~QA$23fA}gHfxSwrW(uG|sew-GZoXK6Y>tgVO
zwocn$zZQ$HnHI6;4Cav)CI*rNvW;u_1+cIZTy1cc-;Qi9Nq_gAR@8MoJQ9Z5b3bJ3
zV86zLYqo#nR>0qD_4MRjn6?TgaXX`6@L2?oWZ!_KA8BvQA%+uKp^>9<5js8C0P#}U
zVlFL?>L*s%7nfx>pXlj$JP2c%_8GZg|3Uo`bBa{i`g5K9hwbx_w`1j`_0GjT9D6fm
z;_}PP`a90*rzU39O@u93+55kc)Hh*Pm9<*<{R=o!3{Qqk0ce%%{h4EXadS+(xVRa_
zlBp%|j%xMIq7S?N<--|Io9XgZ#J2W{sU43qDTg}$=)*b|M*70~EL|UhlO8M)&tb+v
zEJ<_|lb@k4FTD1j{J1DY0+LQDu2A92_uZ5-$wPP#?sPLUC$)uySpB@~ks!^Eg^Ax0
zuN>$yzJBJqxtB-2^&(tnoNW&e@B>T;k}t}1z$ya4_5!^|S4qpA55N3eXKqBlsQ8QW
zyhXBVgAuc$9n<9g@Ph-#$@0};;ChX}9j(rxVX4j)8nuy)8(ofAt4bMT_#}%^{Yf#9
zZssb#c)G26)>h1m&2kB80<1O|Z@488TFU#giH`noQZGGV=1aVIq}wb5)_nkV*Om7q
z%wMda54l{Pvi@4I6At?hH#ya@8Qs4YE&>Q;z6DQR57Bub9jzaK1H5*cUTQskX_Zl+
zIg+2uWa!i~IA`eL4A3|xB@r%Lr4!DmbX2TAoAln$gOYQC1!D%Q`TWc)%M2GAnXvJ9
zqPaTHEy(lUh=`Mr!aXNW-8t~}5m|G)BYl9@&Q7+b@o?O0#^*^jmeZ{mVk3{vvGGTS
zU$qO)80ZAY$GwFH$>^`0mM9&#lK+DF{a<3*vmq#lzdk}kDqvsjLl4a<e#eW@?;62>
zr!y66oSr#s<A)SXqy&VDAX8E+1aj&%hk;x)+OYQ{)e=tRqF8Kc^oUy;?MZBy_vd>E
zt&$R3ASd$S!0VLRX;uzA%<t<c%N-;zMlX_a*zLISM(G0kEv}cEz)rJ^3=9>kOZ&OW
zY}qS^h-4EGDS9i?RTc=?W9nIL0I}lpmbDBPgEDK+e`SLQ5YlP9fSIc=`83;syFGC#
z*byX{L6*QklK>*ZD-cqN-G^^l&%608bsRxL1<7f|Ll*?TAN1q!rLn+zDWtYcXtriN
z7iYQ16azWPsPJ$^8@NVE8QnTL4UqI`)uK4K?$H8UAVMUBaOUC9oO^PB)cf<IfQ3Uv
z<HYQ8t&05pNYL-}`5^FAF3`k@FsdfYddGRPr3%uXcFb%G^g*)Q*GmmnX2W$eQo%ru
zsL2L_T3_SX0I$>1w>@Yw$s<s3T-zBUwY=a>Y;?Fp2AyqSihj?<>az)(@A~tf9w`*O
zIXFz~%vEl^lX}oos{ujD5G+E^JvX%-R<!KxAG4ju+M;#tOnSG=;xT)!UQx>pbWwns
zpMvUEUYgx~iZ?q{XKuj&iY`&{UKSK*wPCbw7${HjxTpNgzI}b36`9})I|M%#3m8*$
zkkyN4IakYF8dblxLh-M!^Nj{NFCH%fNF>EkXNVGFAVmIC4wZLxg&A16qN5YniX~3q
zRstkG^~NB4Zqo_1U*Ch~GC?-PvaPQVsYfyoWCXzQQ4K%%bMz$Y|55z_YK060ggo96
zBwXm6I3OkqCCoP(JKDSOT6Yx*o&FfdgaO3@tQsKsRO`hH3#6&QG!SlJ>!M5)^LO0c
zssX0r_YSmsi_OIU{X-as(caCY3m1JO5CkSXsYW*4xA9({f;>KPDFNIhdv=iYrwWKs
z6GNp$Dbv-d2LeXUJvAWBWN&YdO&s>i@cM;%7ZXd`ck03Mh}tWmr%izYS&L!I9Ev$|
zwg9(&Zty(kbUV?5;DKDTxuF);q~@?6L(Wiz1;a4Q=O7h|*1kSj2SkVxRki>WI~%<G
zcsK8I$BG6ReCS|hh=rMd1kw*M=G~@ANybBOp+YHRN$mt+r7|X{ABmY>sGq*36*sC#
zq_S#B-_=Nt`aOD<(*LFCZegvz54DE;ouVTb#*KeRxTAPxq1F2>q9mlxI;HZ~uR76A
zF7Nonp?#Fb>R<v0sNVjfbZ{x5ZR1kKCX}{|z7!WYwN$M(I>`<hY~(%mx@AciH0T9s
z=kjLH`L?YM44l_#=_+e#YkepCS9OctVF_I(M5%K;@2-)oIGp5I7fzUjh8xcDFli!D
zOnNUs$_rT_FZjnnnH1YhmJw^%e|PbFj<j9_h8~NaFZkh;MrLbc1Wd*qIxeNq!+Njf
zyXG^TZKtHpt&)0m4{MW-LtH*poiFA`>bHke{ZZ8mLuZ8p&ytZ-_KG{tXY!z;^6#6!
zMdiW{NtQH_(4K>`tuqIpfBEAkBbxye6VH4I2bJrG;9s?kjcGV!O;CHXHklrbTx`Q^
z8qFn@n(XEw{xRO)74l45&fFr?S*}jH60fGC(|4zm;|QYUa(pzCAD;6lb4eI?kL#?L
z-hv3_Wfd=AD@D6lBs2^Wl{sXtFGnXQ3#%WwSfz5Vzls6boWbk+R)6BrzTv~(PnoP9
zg>KA0vury%=@3F$UyDy4ehuYN^8gwm9^Lz<H=Bu@_rpvw*RHag_z4D<Yp$$=G1dIX
zHwo)3;&yiMJV+jLozy<!W<Q*5{3N@KiQ@j5j@2ZMcVmSQ&-NOE&o$N9uhmV;SQO@1
z@AjoN=zs2)--q=7GsEkHdr2b38kfiJX@a*(lXcrXLNj0PJwJ8NL*;odSU6{FrCQJw
zI^v!BJ=V&k_{k;?@o}Oq3D%P0zV}&&^i94tS`I1lv@HtG`a6Lf-5R?;5btrAkiPqF
zrhM9L%joxPN5=mDBH6fk{CAc;>bO>_+2sj+=CTQ0(Osb#K)tQr@|7dD=z_56y14cG
z;Jhf1$cS`BJ~pDLOz6U)OY1L=SG_kf3JdHm1@g>;-3+n|<_tb<?Ie1xn)HVnM%m>W
zVBHhFA&N42&CPAF*fxN}{GM!WVDqWBHxr;PLanCkI(L*bgs~a%=&HtAU|1WvexqJe
zLQW?_NGy?HUgQ&Idrj&agvs-IEvJd)M6PkPl5KC?g3kB^_cBXUoTOxiMoODB0rm#)
zN!R6x;O0BY$<52}MRrCv()))jzPU9j@;%L_xWOy?-@EdJ5<eAd<WL>wR~hS&k?d^O
z3Sr?V<(*O{r#1d4(;rq5>c86j{Rj^6M{eQi4?`-g0M&HLvdRlYbwVBRg213Y!vJ*`
zwm;9(fc*lBG-N=^Zb-mp$NX3`wN#z?8Dt*9Tb%{vDj;81Num<&wee}g*;HvQdS4rf
z)?68d@D3DRd|sJ=*F$>V{Y8n^BDWNaS@%N$e@<B!XSSpy+q<MP*6Bhilb3O0Us%Iv
z!t660Awd_$J5CkSmLboFxAr+y1rl{witf5Pi7+B|JuVD99rnu6_bYQ@I5@_KB8=>9
zoq(Ra&n~zOUGq(sshUi|eOXx-x#v`o?dD69q%t;+;+P2D(w%}zF#N{nZQ!H{!jHdA
z9J$Qm+Na#S^jxim$MvTnonsdABI4-1v(O2y2vrqH)B;sB9+M?RrUP&NHS}(Sa;L7t
zlPsq@GDCwz%SA>&X5`<LZjd5<MhsTA(#PD~^C9nVV!)jZ+ft*j<T%8xLjN}OB6kF`
z0RH`J{ABmyHjss7@s`7(^d9fs12mF)p@3?>XeDP1pyGZFRvVccOJA%Wm-cX0(8W}-
zg-|}1$_BDS)y18i&vid%jDVU~BKo~XNjAK(hDc%!NRc4&x{Hyi6o6wLnkcmNEf{ah
zHLT3XMM;cX=oLd-?T~r{h5bu1Y}-em(`tKm!+U~PNyN+D6ethZ%rNy(OS)9`g_WG;
zq#d44oB7Iyy7cqzhp`M<{ehqs$;F-SbMk_wOcPCT-IMZI+T^NN&d!{`p-3o8pPyTh
zqDwP6i(SAumbo0F0l!lS70GC8M-JbvVfK_e#M1lvRvPdBt<jBqvD#3D@elq`6#Kuq
z;4W+R^1^ZT7sX`H;FXtVE|U*ULr6E~E!gCe8Y#FUnPVAC*{U$(R_jE*ZqL>MaVjqv
zml&5xGg=*Ean*MMV{MREmr0n#6ZW(0IX2lf=8mQR%9eu~_s^7fM?!_m`!@&%b81VV
zmZ{88ks~-1@ncCz!^T@=!QP2e`I{}X&sD`iQYMc?#XpuWxj?XHzi_3BEl+Ou+<EEZ
zuw*?Glbfahi43R{aI`I=SR<JkF?Uq2Jz%DkpZCelJ=>VcK{jUXqEClFICLKy(q_vW
z`x$CS!YZ2J(I2Jp%P$CqZ23Y<GH3w%Zxc(@8OhdSG{&KGXgWrkL1xmE^ib2tsGp&<
zN_BI0naUPa-L#9po2hyt>|3=45J3G2J0st-6y4&w6!A^`XJe45DeJx-p0%U*gSYEO
z!4wFV3_1Zbl?J#w{3j)w>rCvh`C74;=O$a)u{>002_=r(Qcy)Ok0%}#fFde&_4USe
z3rR|vZ#utdI`j$6HntCO#no-=YSWSB^;~h&fw_u^$t4mO#ARl^W%+03(56yhyqOAh
zryoJ$2t~iAg#>)T3i4<s0#!9^CcnB*x~`s7<%=tBUK2Fcj)$Ad_N7}VqsO!EibHkG
z%bm@SoP7b0>!0byj?jBUHbRUM;X3==PPs%E$3IM47!W=pT`Y-Pm-N)fArjs))rxsa
zf>1W7-Ot;<WZm&|#mjwhS;I}e*<3w^0`EmKhy`dZ3B4pR!B)|#PVN}rH5<-15iQi2
zLV)LJ{(pSEby$>L*EWuNBexjbD50c^AdNJPlnBxwHNa5PF?32}paRm}BGL>)4V@|s
zT|;-nkkSpmJ?Q;D&-cCG@w@(*<51w5>)Lzmwa#^}bL}nMNn$a$e&rr=vMh7uh<{z^
zx)PDbdp@N3t|Jpmu#!)rdSTvK`D&9XO^i!kg=9I%qJ&5WSSG{XR-yuC`-ZDDYo;H$
zyCUcz!OE>)je2PpGc*T=gmOkPnEk@?0TJEWlYb%@HlCqx^%ojS67|^UDXz~X&U>dT
zHNC~}ZyUyrYU;=x@hchMBe*06xJcj!9NY#bwLej{q&+UYD`-JJaWmT&@a~f6u)q3)
zurH(UMw|`B57>(M<s0zkx!;m|DI9yvq(K=Qf_T8kcP*J_;P@hbFN)W^g#i=59y@C5
z<aRYSUK>$EXrV#WJ{OI_4>Z|blz;k>cY(myH9i{s9_!Il>9;$mBA;5xOWkS+-s4Uf
z&u7}f+n9{g_kxZPz;_z+I#k?IV@7q~$cfc@d4wDNNK%{+oyy$-E-aEBJ|U^=qj$PJ
z)Fx?n;nl#$Uw`;}pxgdBSs!#@{L+Xg$JVFOEBfmVs<_;6ty3fJE)y$#J*KkVUv`b3
zEm8&cj&JU)QU^^xPxz`gejAt#y~!Ez3pvZ(vXu~{3brtd@5cj;pTeHLj~Qa#4r(s_
zG|+wbG-P+bcx<53a)31e9b&|3xw9WDydsSAvzWT6o^Ev0Ug6lkO-^|Vph*Trsc5*N
z6w{OHrEaA+O3u#iw({X+MNR(X5b9WKEuz=?G?QcOM=jmCA+|jjDjHKXb8w@vC{A=B
z#?1q2R1AThm#?;3J45Ov*AINo33hWsK+Dw&6!Ra^_f;%;8#8bNMdp0Dr&=9GR<v!_
z=?Xxe8l%641}&Whue=|FrXt|D6v{oCQ+NF3IllFCWb^LWkCgHpp^L@_HnEdpoC*sG
zY^L5f1N^An+Tw~`m1|%I0Q_5-PByS;Qk_0ERWyGW-gp95gn!Y`yAgpV9rqIA&g_r2
zH7m#V_V4ijYN>xg7Iz&l5?{(hn+x80_xVmpPs$IK`O<6GT0rkgTR)ZTq;wj9Hf3fs
zx#yZb`ZjIgowl1+z|+5z(nd57bPKYo+pMIi-RBdzmYqFfWt*SR%GYGrSftgFUZ?9r
z)n@JgGh37MZ_r7aDCkJgpG!^*C}U=!F>6;Nf%M70)96u0qr2$Bv4O&SFamD;!B**I
zs`GxF4y~0FPBvufs(AXe@?W<fwxgc&&wFPU4}<-Qz}S;UJ#(IHP?yrN0sNz*Vt-oJ
z4wtr+2GZtQp4Rwvk3GGgOZHEJmX{S0{zHzXSY0?FO3zeI;=|#g+jlgYdJri}N=+}9
z5jkc`lj|<RQqvyIid4^)&4QwyEVQ30IFYpea8MCXfSM*?uCxB}6Q7E1)24j3C8H4!
zsqOjIw&BmVa`aVukzeZ-{D-6LbmbY2$68C!=X5n>H0Fxy?}~}I4U>}r->w@UuV<Q|
zWtB*g??4`yqHSr+b#Fl){!xb8`@38e%!x_{_gmx1$>14#?XkVjoz_YT`*W_&j`}5S
z%fDg61FZ4_s#go=6@28Qpr-JwooK3ef=HJ1pbpP%Ne52?BK_yHFVb-lq7pQ4F?5~~
ze>^V_-VO8^Qh0+fw=gNqp~PU?tQ=>-<ZnVdX2_0{xHIQVq6IRS8`^icMiT=9fjB<X
zIbgy8CI;R+*PZieP5Xcj#8KM{|KjNq!oWLFqH;(ZTDV<VL)+bZTdmZ~GBRU^Z--e2
z(ez)|mp>o2snxh0*Cx6Cx%{<7?LH%-9ZJfL8{Ou+z#l};Av9LOU^W|<R(C7>lyv^r
z7Z|(!U-|-^JTAOrsHh$)p_ShUdKqFN={F}p4@S*Ve#11~poCNrrG;NfG=-D|l9H>O
zc!5LU(dx-CX<xj`E4X3{o0eh-4eI`t0^=5CfGvuCUZ?#ths`5u%)F-F6-2Z<`XLS`
zR|-sY^{dHY_=<`H98aR+tG#u7iWo>~mB!v^&BA`PVHBLGa-~`Fc|TTt-;}eu1Uk6u
z=X%&Ut;TLuv3E<eB#{aeXvF}@^`Jg&{g_*w0X96}e7NZAk~ClXj=zMa=B^I4tzr+`
zFo!CkmD{$&WuUU%m<<ZR$4yj@l#*eOV?Cq~p-vScg?c~MsO9u1BApb?EcdzPmq3|O
z@zc!Z56<2U6P2f|l^^;GnsqWjEdRPR05hoo%k-r?i-V^ptR=6PpX<kLVtWLpSNr+5
z>ikHk4*X`&N=#FOk(Rz$5|k>Jm5%}Zf;7uFRG+}ZqM(yQ;a{CkNee767C7YfeNgI6
zxd0$C*$|-vDznXJT82r1aFa*s7b1|agVLKb-2bLbMYR75eJ!&pGw0r*vPk7|lUsu|
z7VuT_@0}hIy$Blj|0xl)BrPGqs8xigS1m0eFAwS(NCQE{&Q0o(zd$><X3d4->R&V9
z%T&qcG};sK<avE(xsN?q0e<ua5LwN}y=?ai8RT>ZkvBls+XHm_(7Utol`qE1qCLub
zX?X&A&2F=|!yiQ0Z3d^SXRH0AKpEXI7)TTt9ImLvV<ssw5dZOK73eYo{G52|D}7e2
zG19{=w@<;ws!fFEQ6gasL21?R{3wlczRi&|&v%BiQ$A`%7(KQ%oNC^9GF!}NK3oFY
z>`Yb1W0R+qMoPzmNgvQl2BMW_UOthITdBxXXNJS=H)Vj^?AYAQAur}Wkr}-@m)Aa^
zl9-qTM1mbIiCnKsZuSl-`W0OQjd*FS=qwwBu3wL>DS=kT>$tDMb+q##sN)0XGjMy;
z9^Do*zyUg)TIIHy*!V9NjCSqQD^t6H{k`non7V%ycLiFP%JcTHZJq{6XZEbU|B5Ax
z^Z|*jSyMtl#_=@Z(=$q9UN(|LPwEW?h{b$yoSZpE)>?tBTwOST3nI0!jkO&VWiOMg
z+>-@4P0Jl^9E;Rbti;n4;zrP)LrO;7mT|$stg17mFAoD;71CTFYOSxh&?b~w;Yd8M
z?sYuSuoYEjWNa**zo;Udf)7A7(pt{QlGA#GN~^=fT;z1S7;liT>9fU~mWcgVYa<a$
zJ!#RPWzpWipkLpk7%97Z&hN_-6?RXAuc<rX!%gZKH<8m>c|oE-m@(`Da}>pOGTJ76
z(4}7g@#d3}%kbPi_O<w<YERwsk+n=>s=0RzyRxIJi8*qr`Yf3^UwfvhW$$@})(Yyd
zp?SV-BGTFY8m~LUGIa+Ud&DI8{(lMRUydiA!7d>RcnZMwXTSFaSl&Bt^NN&28y^T{
zZr@E%Iu}swd_Itd!4_EV+EX2@>9;3gE<Gb-6p6SDoHCNMdpV|SIi@EgNcBkKvW?<U
z(Vp7TLHqVymVyo)n_M3%IooulbJWA<NI4U4>XspI@L0(a_~mYB|A?}eRZvb4yYs|>
zR-j=k?O^}tPM&t(6+(V=o~Ls3U8A0_BkkMSHu4{fe#Y*gE9?)JczG;eGHW>EAqlN^
z&l4CBeFMGtWpRtD!m)AQ>to4M5s8FmW|=oe)i_M+Kr#%Kzh2Fp*?&G1ySl*1mvUyG
zk%$fjx{h+!4SKL!M2d5h2e%$ek@|ST=DAfv8n<U6#_e-QrcWZ%VoNY+kQJYP3wk!z
z3EhGhUXoEpq>e!^I2%*4iRG>sH^u11+y1j4$254JV7Rxc&uMSS0w`A2Wp#gR!{A``
zqaa`ACWpapvt%Vw?(2ZN!G_3;6v56fv-;e5jEf2_pa!7m^fz!Z;laNyQ5Kwx0)gni
zbaU91ir0q^a5D6i8<wA6>^l0SW=j80aq2!D5ad4b{%!-d%rHFYW<csn0IpI_w+i_^
zV1C@ubDF=$?2b#CO5@w5-gyNes`?H}L<Waj>;L(JdFh2Mm|SF2sF8rjrpN+PBp{vp
zsW?M~e=r>robTM<_p;vWOba(aX)|*wzoR)FG?-q!_4m#`891|if1~baEa%frmk2K0
zmIB_$%l`~G(wF98;l<m4&AB=~y<+7e^0oRAC`5G+-p^D#zorZ67sINYedqc|>$#QA
z?GIk1SAtfe#k&-FCDEzpo?M2MO+i*~K%Ug2{3uOh!(0NnP7hR32u%;FbXgKHqo;Mz
z!jGZW0{(`6UOnFo?)4})%YG-Y{<(#(3nWqmoUf)BB)ms%q|1_mCZuM=WRW2B=d2XY
zr^~`Xe#;6<a-~*+bf6@6ufWsI6}0g3uf+cPw5wTLk`Q%!_~)xy`2Uc(xYQ^wN5$`c
zp7!wds(rnma~yl1jf#}opDHpYhH}BX|I&OL{#OsA`B?QmI>>F}d4oUOD*&M@^|7Zc
z<%#o|NbRT#^rE11MC;*7V`emdZhzusYG&Fwbd%vYU-~+eoVZNby2S8ck=z6LL*o@_
zszhlaTwUB>JX-CxRye)k>S!G2ar@zE4`T9evF&7Wb#jPQNaBiP{)+qL_=mWaqvU<u
zUUc`Rbn9r+`7^Ei0#7xv&)&_W9+q6kFFhDcXW{2rPYR0Pgt5pzQ2pl)CDIp9AH%t&
zQ|mbq&zGOBN3mIP`}S=G^qYj^gIRrE<0Uf+(X(sLD@S-f(9@9qWi!ZSJaYS;A$mfq
zX@^@hg2>L(X!tAS2a+L3XnFZxx>Ynl*v^%IbZQ+J`WE809Du$1f+tTyZ`38}3H24<
zh`YR7oI$j86HYhoOX1@mV&mCHoNnORF-8985XSq1hllPK%kQB%8kvbBuGjl}jK~$F
z-d=|v&Lz2<HE~nyH@UNE?L}Y(@W#|~qg}Cq9Q$oHWeLHTAM@FNj~J=gem~$@*yRMy
zHNai>M{S}9_wJP+O>T``B~sQ4JdX(t&1#sf>yDgeBU$<&iMSW`PYNRuIU9+r(qWNb
ze{F|w{J}t3Mq0gsZms8Yj_Pu81A{@7lMHzjlWMcmBRo4nVq(s%{e4dAE6vKeqLaDV
z8#V)9<GON9cW-CR-uK@qJ<EP^lQ}+k+D=GFXWOjvsW{>C24+wm{p71ooH*oc&;-MY
zC*U6%dO1grPLq<KhL0M*nR8+yIUq2IpZW@(4k3N%?}rDU&D<e;h@4^W<bKMCI_T2Y
zc*bnKA1Mb}7Cx=ZODCs9_v!*2jeLpt;J@lSUc0$vwa`VOEVhX;%2PjC$pSMJtP$4Q
zAwWW~A0PZ@cS_@yj;)c2E707A=cFZ`obxE@Vag5fTs}6-9EZcN8EFD}l*)x$+q+!U
zKVqXh;Ea6idX#+1U*A-t41PS@T`yMQAo7;DLLjnQ)ToE|YGf}7t$yCHm0^S@_>h55
z@45cDN@k}{|M$2qre<I-x5Ez&$2Z)U{hunJ#b}tkq@E=SdG$NppaV}QB*ZE!Ujk;X
zUgieHkfx)^!L!1`YZ+<awF%~HU0E*SiA8G#-mIEOt$puPTa1eXTdaYrUYLZ1;)|r?
z)1`MrWw{!4QSp$%C_=JkTL?5mEAVlZqKmg>PI1C^Wa;B^e$=T7#HM!*+c6f^XsC>&
zA<9wy5#XNMMObsvOXpsoCx|KRHD=@4DYY(T!KfsTk0omt&uzE2<DCE*eC6`)j4ZFU
z3cXUN8JmDwX>OU1Fzh<Rp}PW~68tLqRiP%2H4Gkf_t5X_!`Z&V+0zWV27gV&bK_!#
zx_M_68MBuEdFXF*BPhli(G7yNQQ8de8cOq@-KH6If<bfeJ=@BPtD*?r)6U8XpALQk
z<3i1yzBJygooc2+C@tG)!?k-OHVBcU=s}r9i;nOvZf*dJHbVSr&nz9CUmIlSsI%vD
zxstR;IKt#YLf85d?j>u<g_O_lcDQYU_r^eMOii0BfBiBKy0;w_Kzh9!M1#5cc>{<_
za^cmR71jxBM>`~D{AHQ^aw1*rH{7~R6TC-j7_fWC3N8CGYc*Kv#RZ}CwU&?w=v9F-
zw$b2h{f(<&x`$mLtMOMuw9?LmmvejG<?sJP4zD0CN_xFrYAr*bWCr#+Pma@aH#D3D
z-Ro)J{Z6=1`mj8Dy{NU-$k9^zD5vCptt~fG(|aH_jh%6Uzj;uk3%<Ej+kqkO&mY51
zJZnfO@1#ucYs=lN<DHFb8BV58F*A+Ujbb6|r<LN!g3Zq`bs|h&G`nnd{P#`qwt`bq
zV%(jOnOenVOY;pOvB6j7An<A9l-vp-w$Y0zo{BApUL9+#*?@v=Vdaa-D5Gb@QQrcm
z!#RB0n*SU;yWVJ6nB|H*g4iu3y6@>`KRcz!o_^k0{BjWHsTn|DBvY2I_9$UOBzrBU
z*CV1<5q>q>A>9y0F(R3!ubpcxN`>jxh;RP!!w>?^QDJ_MBBO{m^v_#sEzyZfck2Ay
ziFYFE<D(zNp|4rD_B0K~D>uJf5gy&cFqvGE$cJ4iF|`BhL^5L1Q+5`O92~0{-Ti)@
zC@%P~$Dy9j3@xuej$n6?*L$5126oW}mzcv~z9hD$Vsz*DO>yL)sj}(7>f`Z+yp_{)
z0dHkm<Y=a(EvhYIJDuKb(+W1K%7Q{sCx$Mtrh9Qit`mi{d_QL%oSC0bEt|ALoc$2#
z-*Tg#PiRZ8%_i;20J_w^0hi?twX)1IecA2LouObCXPW-14R2&m8jb4Oh-+-Hk%X*d
z(ZH7nOwnB;qni_IW-@KI5#$r5#viI<N+RiMzJ4w#HQN!mcetyNO-+<P-5v*LR_AI4
z(LkHe_E^=CY_0q0ofK%xt6Z#rAiEoOwZoc;w0%UeI&NM|7TvMLN>@AXDWO2A(fR8b
z6H)E7w@?~MXliYiY3vr=YtId7V+@?%+eNj=nc3RNWxpD5v38F(W1{9yD^4_K;}vRr
zt2G+eqLrNPH1@gEL44dpb|q8)T(R&c-+#WU_Rm+{5SxJaeEk4LPNZQnkxY-i`C<jc
z@(amm;td<}*0xGmyMSMLVP+?<!*a!DQ6%I9cvr!<y;>LZfH(JzqW>+*%D@bv>mxSH
zfY8v<d5e|4C;lvNdvklYcZUg~o-WJjyiAefxM-b0Hy>NlYQz+c-@bAx?$wc0Calr*
z>@e^6^%@FIYESp#JgIQ_-*`5~2d3C!CepTVBR!-q>zO2*{+J|DKZ`9STH9{H`D~h)
zlS0HTX@cfBQb?G3dp4MfwAWNpk?My{%-cNgVUgfs7Ui*=HynK3S^NX@%Wl2Q?-Z<~
zBjyW9dg4K|&lgT4qMv_~s<$Xzcf7QoFY~3ub?n|pj>}9Ho`)X-NcKR0YUZjM&(ALA
zTS?eB?=B*OR9d~UHVrVO9v-<#&{x!$B<PTrN79%<|2QN{OIg`|YkRxaL|c)(ap48l
z>V@0!Yvuu&ft<w>m}_+J#HpFhXfj5!FtYP<KG?bK@y^H)QXY-x01W9goH4|YScl~u
zi(PvaI3lCoA{}+m5l7ziI||(2Klp#(gjO>6rolbt3Wc-UoxQf@8)cT`IT;K!Ju2_6
z`h2zJKQ(}KvgP@GfT&?v=gY-9|Gvg_pNNPkNyLk7urmz$#u{p7r-O@cXNO)pO_Y@K
zQg5yl!#*~fwvB!C?sfMu4f(y-?^qj%p|$Uzx%O$Yu+l8<d6Zx?%t|vD(db&Td*)K5
z`ws1sTKFzL+pgin&HHRlg(bJce`~m%ikrW4F@Qo?^I2mczGZ)A-NJ}qFLPLjO@kE-
zzrrmE|9s<MQ_gbIAdG@HFU$W9thKAF&FK+c-m~Wp>7INDBNdkw0jpB%E#+@v(BQnW
z>+fbqi`KFz`jF<3tD*E^VTH@Wb4KIJMZOFnZYmRc$-uS(s@V$^Ry>DWK#T5|=4MUO
zzguJGjmE<1L*&db5Pg^8_aCKLx|cmxIJe84_z>GBKv>#x8REsTKd_mOb}@B`HWf^L
z*>F<n&bGC;y<m^Ef-R=uk=qHGw34VqF*ojX@PCw-x>UrbFJdbx**HIZ*vpJg7Z|Lt
zL)?&#^Oz6@^EGVB#<x1DpINHOhG=vUtO&jJd!6J@_hhI$yCVL%Nqtxm&y%0mxwaA;
z9LWyfd^Fe+PTI>5)e}Dac|8U?ZT&*dX<RFg%df=A-b}%B8*V-9u7(V<VYjtKYx3BD
z2p&BctU{ImZOBiH+PEB?WftNd&%IBeaQFOM57ofi=c;V^3Ls{0&jjwGj9YAisCLsC
z6kn^51vWZ8DvvE8<1XqZzIdoH5@O;sEyq%9nU@()fj(W3`>rx3Y)tmWz)oga9d`GO
zo7`ICN9DY;YfyNFcYgINgb1X=Iy(xJ0ZmSrxX~MWMwBa;GN0pSCZnFKGv<^?Wxysp
z1704gm;k+GW7=lFc@E7#k<|Bc7ArO_Ro|R>lQDbO>}DnEp9iS$;kgaDS~kRK5!XAo
ztowNjvFx)~O+=$1@SRU+urRpRHn<0QUbin&h!ps*R~_HN*y}{2#y+V9!ZGpb#`_$Z
zYWrtgf}|acaDR=9SB{SV^yx1C)q{-lCLu$%Cy)APMoLVxud$P56)##b>zCRsI7Ct;
zr|u7T%Ga*dfY*S@-R$aZkJ4=WER8DXL)`PN-tGO;bYYWxd2^*i$8X?_S`VcS%#gX_
zhYz(xKA?V``%Iu++(y`t!0lSs<+V>8h3BIc-4#B=P3*3EYJg!adW3yj5=oXN`28*4
z@2M9^F_gSgVs1m=^=sN?cezYO^>L|6!{tK-w5<Bp%t!(<BBq&vBU%Ar&R28VJHlUc
z&t`sYEqhQOp4u@<t&C<*jo%#bQ7e)N#cGyCHJGN~=gYiq##De`goJje#B=RxkCzkE
z`S@@Lo-h?S3nxMPdooi_GrUhVR@UxW&&|%>^;><yQAJ-&@;mqN-I0)N#J)QmMHvlV
z+jUE={Xk@42?=iln{#??t;Ol4ZT!7*>bfSFEvlr`+rEi#Jk_}u7FDDP@L5?@AA?uY
zNi0(mT`_)Xq5WoD>(Vla+Y@moC6z>)>GT_A8opPe*v2DOvaKv7i(AUfOec3trFCDw
zF8L60Ag<0#u4-=nn1<#+v_;O?maJ_gU#Sl94aEOB{1V{5RbE|Bus*WJr;^csoTNH5
zEyAu}kt*&-<%+l;8cr>GnqIbO)zi*@o_4ztkuh7Im&jTW^(`oYDA#NB*x?~8SsL*f
zjExmNlaSDhH*dV-CODp|u%vZhFKf#%6I=Bk22NvZIo$49%g&cDEy$*N@}-S(akb^&
zZh$7;s>%or$9I@NV3I+6j=rp2?*=-9vz0cE+>etscux9FGiLF$$f&IP;|g}<tRkXY
z88~tjjv(n<!=G&ch+2PuS~0Nb060tPnLpTFz1cpv;LFY52GH5||AJPe^61uryy#|A
zV^KmY#|gS1mRta++_CdYeMqI}yq20hn$d}j@6zkZ>~zK}2l{8a$CpPlpCzXxT-F}k
zP0563oA=;3Z`7)7)J?K?iAr1^d=6>`xJz12-m036eIi|9@;sYHm!@0pl$MXW#oEM7
zp_VRhzs_m?Lq_MJUfYCq%F1G^wFT*9hDJaFsO-xG1ZVu@t9XmQwSr3R*x6d*jX!qL
z#@O404XX_AOvt^l?i?*%v{gvlLA?lZmq)=T4Isfkq>&PQ2sig*l~;k0gjU>J6YZ-6
zi;hP-yyL_w-2m~ZlChpEd+a4amprKF7Ui7fY+7&=0@+%WRL|Gssp{F1&?6g?Re3E@
zk~dJT?GqV;U)n25pD%jq!2Eop1MyHx6~8oGElsxI7L`bh8GR|R<NP!WOb)DYi~MwV
z&?JgYd&r6EzMO3IjoymlL5!!8Y<kf!QydsN!62|OAJJs|=ez<urfg+4%{DTZfstJT
z9-ChG#zuPJi0K#;oP{1dz%MaYHbacsy~Iq6JgOSEfv7~k6u2%>nxT-hG^*gkC?eA1
zL{c7mb(h6_t{L5jIOa+chI3OBd>GgHY>v8BF+ccw%7<|X!!K1d$1CP#6swk4Zj6ii
zwp4Ch@ch<R&PzTdJ;Mm^>l5;Lp=!UaL$`!rI&8}Kp@ehABe)dl)CL^#_D8lZx5WOW
zDvXwO%mC6_r@|7IZZ*I;wB}N?-MJrM_bQW&V_D)2Tc{M5O8&D;A3ct|SCn}zr-X<q
zKY9cPDs_hz>N9e2DHbz`K7WIV5cKHG09KCS<a+efq(lpsr_}paAI5Rx{-s`G=li|0
zV&f<$Cn^B@D}{V(PA9VGa=zKvijw(Q`7TI-w4lKKeDBpXQ^;neA{}g<%3>@803pth
zjgNJF{~PLMCn<T){~ufl-%%pAhMH;#FDO_<O{#oO5U#D&i|5LYYK>&iS{IJNj-axH
zx?ZvI@Ms?|ym(^`J5~<3ZX66U*+0z3;$elg2Ic^!XmoW^xyHR<!u$B%&ASI-U}JDw
z$gLYi!x@uXT^-hO!=fzQ7jrNbKQns=<=M|+IcO1f`NV6dr^v=~_h(X(CTm9814?=1
ze#&0MzWZ_yMUGCbd438@niaw0G2A_{GI~yM5bK^F(+k@|O=)O6Z)SYcSR^Rf-+yvi
zvKWbFtbnQ|3~(|vb(C)}{^+mRzKu^nV7Zr9O4yth&TeLSQ?`cW!C^ZEk3{K8Tse6d
zU|Joi1ZWBQL!+syf>%-r+7f~<eOu{`qFnB^t)Q`0Q9tz<;HO5j4Jm%x6t<%%?(;0h
z7SLF$@IDROl5oc_)k;c#{7~q{r8nMM6QXIofL~r_6~@25plWPvRk=|dP2oKX#{qs3
zTNMlH$C;gB@r3gMOGs4>hg~X_Bi!F#dcp#b{d$g;3W&z_P9ztrMP+Dsg{f18r2qxc
ze(HWY17cq#c4a~{;-*GDofpWmGKSdYYY@$RhvKM`<b(AbrFXv%OAuRkFR@S`*JY7-
zF6Eui09=>jG33SeP^VH2!fDUc-wIZoN3+cU5Nb9J3*sJE{#x<=Qht?eHu`!Suj!mo
z<?(u`(9<%I9gYTA*^)J8@K#j_r@O(5OM=~0ZK7r`ujlAidGytwxlR|cFgJHSctdJ-
zbbki#JI8BG>SEiXR>;~@Xtw_33-@0Q4uFej__ot9H5YgvG4LRp{j)qA9R3L|9XZ3V
zx+(dG3T@D{JTurNqF=76rLFCU6YGf*41PrIRdc>y6^xyUqI5?o&FVar(kr4)w37?7
z?wuK)E1q*?TI(HcC!3j}wXNxqrPkBQAeywu1^IoDaX~bVeOsNaEYcX4DLU=T<WljM
z1vu(<GzER+b)9fgNa}^nx03QvqYZ{}Aueyvw83gi3*5J4uZjtAaodOc=}tb3*wc(}
z`zgKdww6Tt^4JOWUTc{UnM?Wbz|Wsm&rU?Z+Ort(S;}it9R6Z~EK~C<l9Wf=GnU@5
zZH3wVv>q+uu4;kVNaUEHEIL$*oza{f?zsvXdo9eP!%RiduXjtWu^l!xO4i<v(J(D*
zcl>gT3Y$Qc&8hkuHG?kJm3jCd#!A_0hC9}>J8Xd^<SHQX_}N56^a7g2{1I#IbJ_tQ
z*0nLD&?jZ`f(I8LOJr?Rka_dP6M$skol!}issmhfHlxuKs|$O53;br;QT-VjzSryX
zz&0t_)>ZiKb78HmF<qm;L8}IkUF&WPoG!Dj(^5;QE*Nlei?@o&94`{K*aU;Kb=YB)
z0fi<Ei|Yt{NUVfLPuQzK^tMhxOvSLe;GFSaczAYH!bf@CC;KTl{_x_G4jZ=_B%rk!
z<nT~}FaLxxYu@)sPOd|LQI9`YtP&D_+z$2{eDUt1XU2zJmMo)>#|r36Q{owl=g?gm
z#!TSJV}mb~lis<5eDh8OT5PJ`zYtfYfPTil(qk02(6#Xj^4pf|h(WTWZ!M68ALyDb
zxxKtRRvYZ;DWrgY8z|t)sdI|<%rMy~jX{RQU<DN6Q=gQ04UDgAT{)GPve)#Xs`+va
z!*99iu{J+#z)4MT>mdV!o~`^4NXY`5KI5SMnRlCo@DZZ>WY}##t^^z}qAu*t+E%<>
zkq}7}yd+H}oKozuH$39zPPFxlc5!z&-iv}WPb)d;PIF$@z}jHEa~*tP?ws*S{h$+-
zu`)=)-S@P!8y&UG!s74Q`ec5jR9CwoF2doUt2JNJaU>zwKz`7hrG$~F&Q@w-smC^b
zq076|=|;IfVl;TUszZv$#p*gn*;jt0*UO)bW62ouB6?@3P@dLnCl`CyrmY7lDd;Yu
z!SCZuAbf1KCclPB8+7PMS?m*y*;ynm|2;S0(~bhrIyD~sg8+m;yJ}fb&c~dXu&J*n
zr(U}a9&1jUD(^o8X{G^A9TSFE{)uLM*<$*;ZiZ34-{FzFMd$IF)6$e+jo=~WrYHRO
zO^tsxDSX_u`sfF7UJi(6Th2??T~U4&NCg@wvYsK4J=$s7Dz6e0_#e*7OWD0vXC}j_
zhD>Gy?i#Sqw`P`l0++k(3*&`Uv}V!5&j4f+h((A}ss6Ys^!MH17Mn8oj1Rx%<eMjK
zulEHBt&+w%$9=N(l8Q2n1WIuEMdiVBRaTp`ygRnGN{vMf6k>clRxg#wIV6|r-xOak
zy6-MR<L_tn#r$7rgYZQd3joYu59&O0yt;bKx}5W-;d`t!o{re`_cKDm*34NnM;x$7
zQ$V?z$~&qv>Pyrd=c%ZXr2n=<Jn7*9+F)!&XW-6pgCk4`nRZk=BzAaGjkCnKCyo)2
z(?z|gYfR>l06EZ#i+1|!<KRLztkQv3C86xh0z!C0yL9z&&1Tcp4!61_3jTa6$gL@!
zynzQGf+hrqJxl;jVc<cA(S3r`oo%LZAKQBvPT$e7PoLF8p5>~gt8fNUAH@m@ja47^
z;#*BPNGKd6KT((_?jih=H=G`Ii|Gr-EI%&zQhiI1$LX~iPJ?&1@2r7giJO@=P!<>e
zioI(mjw6z!a3J~5l^C9ajLA?mPj`22&GssLNiFQs15(v2h7h%$_x4Izu6621Yh~O3
zfZJWVa>U=4H>|CI_N6o*-J{uE(o@o{WbYX+=EK<kzTK1<&@z96xLofCggvkAo+E|O
zl)>S#>SzDN{oQC$655ok#|diO)Qu*u-8KumKgT|)^qbHw&^7DS<EO^IDj|hlnU4|e
z_X{M3m1Ly_kX(C0ea#LM4D+7OstD!1cFkW_S~@Z$BooV6&-T4@xUXW;;pS?;m^EyG
zi<&@iZmCc%M=doAd-oRG7+G4q*dSY>f_zDvq5X#V@{}PoNf6!Df>)GjXW)bK+)`xI
zDQN@2ST%sWZ282`4#PS1jcPYOGHv1Q%B&6jzXODqIFhE2Yq|H?Y`19+Nm}Vyh83_=
zo^K;pUiu#F?z%^YfYqR#sPGi?Jr5sNy0FQ{a7;d-#<%&Rn8bCop?%)t`-awHV*&$4
z@Zzd3I3?)Jfg?>|=ey53PHZWI?vBWVd?~}ILGqN^Md3R1{M(?Or6q)LEHtDn6LeA{
zVx$ntR)E?QXnu|k(N{UX71#$#E;qfi3rAzrF8R`pmWj&qZZKOwuG$595p-GBe^T1*
z{5ep0oUZ~(MIR+3el|}|I=5*#${HKz$(_3rhJ13thEIHEyl2%v>?m}DT5Jzx>yyG~
zd-i<sfE!=&8+a42scbm*F5cAbYWaW9XabL4l&jf;#}+^OjMlSUx8?}Z*XNH=D-iR>
z6iyl9oXRvo7korJfyc5P7UWaoCnW4<!|0ob9ay{6p<k~0<HN58uen-Kl7dxdrCq&o
zqRFN`k)5eM$VGh(?;7pV=D%8ii-B@mJ@9Xf=QE19eA$!NO<WG2ybRQz$jK>VzGyIb
zX5TYP2``Ju1e2la8p-@6IceE)HGy(x0j?Aq{7$IAWo-kbC}uV1dQV9?Xw1Pn;{uFU
zS#>Gwqp=6BW^hjj9c?YuU#?6K))+YN%Ttp@WH_y{I2i;`a<|GfS|5>Yg5^j~>L1g?
zYc3dK2ldylKVQBwc5I+X{|+%yG+PdaN5{9(uxG_6r5kQk*E>d(%uh|w9NHQcupA=F
zo&_pjfZ4k~J#u%9^uKCtcGvzm<u}h4`-(SYZ!Ql?-_+9drNVg~D`{1PwvU)@6-WPS
zoV5w6a{nz9PYd(K8^31%j89S$&6JXYGr%inXSGLmdL9b#J1Fl_j~7NwJei-Ve;e4%
z#HY5Hl5-msHK#;9uk`HJXeMLG?XjP+Sjrv4V*<5+@5Xlr^6W|1CLCo`kjJ_R?J*0;
zEe9D-&#!v4Wr`vb$%MLNaUS=@ZUMKHsrl6ab*p8IHGS69>FQvSt$ys)J-9LC>V27b
z%1TwKVBNkG*OUnINxAYw>MF&oHExsw+U_+C4H+1+{`uT6LPCcP-nw*IvX`K<1RyFq
z;wWZP^}{X668l*LUO2QLfD_#)5GX2l34mw07_NI7iWjef`<PO(RJ%S<<d=kUIlUB=
zP@-pVe+__6eAMge4<G7A<j39FG5&XAaKPeQvbCyqE_4mlOl^Mt`0*9&!LV|6+?M4S
z^AZ$Ue}Jm$#WfcWAN<O*7vxMKawO-x0aMzj!2r@>F0QLi@IKr(CB6@73?aNPLvf~Z
z$7|<Mk6PHf#ffC@Z9&1x@)*6^&1H>lI8s;<<bOXHo5gJWLzE&Lf6Q$8`P+E{4@Gg-
z1OsWU`B6EPWT-Mr^sM?zD`_C8)Ba*58$9Da?3>h3&v!DwaDHZ1Y1Suae-R5Dw%-k~
zm?u)U-#w%=QjogTtDa*V+L=@gd^sNbo7~60pBsGI33`Lf4U!tQ+|QJ`H!kkHGb9ND
z`ddpij#R<oQHz5tj-4NSvp8=pj(|<1bJUJ;;J_Q<So<BNzV7nDl$S_y=+dD6IUn_(
zWi1FYRj6&vc9J`hPC8i!+`OmyR*o{;kP~ZpSelP+FIxXJW7>-{A$TU-&~OGsb=l-(
z8u#Ol0gAn&n1Fzpx>T0o%C#)8nx$<OEz{97xu%d?zVgz!R53F;`@dEuFgd!pks$Oq
z@;@}{hySt^R?AF0+RXxqql1i-d^Nyvy0u?;AD16NO4HCB*(!byGmP#6s79<$i02TF
zM8@dRjA=$>TJeDT^*<Wt-UOZR;6`>X|5ePdHxV8w$uaGE4Yid&gQd2)CInw0S1U31
z6(@J;4TutDabl`N;~59X#C)W&(9ufZqvZq+I?J%}E9~}&jHAd<KE2$*)8DnY`r*bV
z2J`i|)XQUz*_IPp;w;ara@J2x<k4>v`~!k9xwiQjAALBzl9EVeETy609WWv=$?F8>
zOTJCG5y?oqPw)s33?|Dj5W2@z(Htu|TqcB|mL?Y7!FM{Tul=WPo6<)pPy~7Bcx-^S
z=grb@0N}5%z>&`xTc>lygZE_{+7h@iof5N+$;z@lY5;)nH8z}%PrJ3$b6bBT>ztmO
z;khBbPYH{3Lk7+!e*kK{H;N-A1ZO{J-@qB*bFR6*{Y?r0yP4_@AidfBwSt<&jSeb&
zoZsCK4+D#+5zuTFd+nu_uQ|nWmBjb&B>)f<2(!^$v23^if(nPn$CfxCxNG@M&uw0{
z@#oKkV2}!c%U2$h)#3eUkG_12I4S!aG9=nrwU|L2V4(yGPPZgIx75@C(pw-FN-NhK
zx8=w-8p5h)9%Gb4ZvrVnj>mpFvqot_hN1<VzCH)|+OqHx0XnyPQoZ6qfR;UrC~2lk
zpEWVPx>$C;|72V%?LDv|)#F>q{l3I0%WKyV&ilIQ@*r0jJ)G5dFR&2=@f#0V==|)O
z1>}Rh3(V@$+}lAt4;@g_Tr4I5U^IsWlOn|tAAE_t0mWI)E&HE?Q>V57EOg(`K{i~W
z$Tgdc8mT;u#Y)>fL*DR~a9)X2M^3P~adG?J*xug<p384{w3ZvE+|XhryGeCWkZh@|
zO8t~=pwK8rUh4A2*oa+4oF9D|DbWX|5CN}}ysBgiT{&D4fVDiE6z;8#Rl(n#sxiSW
z^*-d{^O4H!a_^`Am_i7PrWR9_vOPl5DFnATQPv(ISOMQrnQQ?%3t}lnDh@hsfx3i7
zXmWC&?)?p1%(Cq`Qw%f{Mgsa2j0MfmzDF!D+Fqv{AIXVvyfiI_)1kvZB1XN!P#MEX
zb$O8J(%c8IGv~@MABxv?-325WJnA``YEr>EKsv+z9;_@4o&Nt}?0iSF{vU+hU*wpr
zmZ$wlr7O;Bg=*v+z=d6@m)Y@7tzGCe>S1WN9QyLrw8JWQP+vc@OXR!*precHn*loi
zj(h$#=&f^CZX<JsmUTMM&o`ofzUrJdA}=|s`av;P{07S?RtcuVRNhk-sdNS#wC({Q
z=FURrc)nkti^Xs+dyY;;EN)m*1+EC<$|q{Mrc7Y+KP-G$?<>;|Hb1NCVyd46x!Bw#
z*<x;Xp@%p+I>Tr#9z}U8r!lP`#HYVSM3TX2)Z9QVblnm_*|iBTmB&hYz%59t&&xLM
z5P*0cYJC#<heQTXUpBM2lAe7B2GS7+%SkphsSsTr>TB!^6CUf`kuply##$EV)ggKS
zgazIJfV1`MS2q@@aircPu;>ZB3?z5$4WlF9*=kE+hCn9%jYN+MH};=6uc71<>O{X1
znU;b$9~9XI@^#koismfMpu{4*jn8nlz(zyJt<VPpVxmEm6FTptyx4I*{Z=nADQPC4
zVp?VldRDcp=ar_ZLKks_(r|{^l2^9ON)5?EWht!-mB#4>>BVnYHp*++3&A-!5S_NZ
zcK2DIY%b!f&tLlc-fd#QN{S7h>Unfc)Hy35{sGn^?puePnYjZBLQ`KE<gK!m(`x79
zDXE}-Tar#E$TpBCO4?c9SZ{B0`aQq6&-(XL3DEv=lsJ#m+@fV~c@d-xX#}~gBVFO(
z$7|cUy^QgR`cT^o=v9p-Fbucy|Eq$AWwdhyz@Y|`7guU4ny;8d4)6U5%~8wF!fO8h
z2Aee;COn$7H9;+4A_4ZS*8GB%uCIHcsD;!x=7BbR@x<jjD#b6Z3HN>ppE!M$aCO%P
zpg)yO@P)hw^GdvPQ4H==Z;C*Ow85I*liE_bmFxToWL;%eO0fJe&uCBY?bvKm2jkM6
zE1f1Awq||%jX;M|ukf>p-W)Is{UyqP?$K%k)>WwQ^Au49SJ8<lo}TU@{M)YM_9&ec
zM~>m)*R5Yu(@(=e`G-mSbx9tuzBD|$XX&z6v0)5Rpf0GiJQmlrRKNM!!-JUtf=m4W
z&JSuxQpTM+{^u%F&olQW>sb3jBr=wt?4@Bo@-6cZ(tb!tzBf4Im(*ulF9q=t(NPky
z&jd*<l_nxSoyTOktP)TzXJ`3`26zG>;4vea)dMVkO)2fpMez3JkJn_-{SFJ|No^W7
z=B?TZ#>JA@evSAXo#F4`XJrSk$3^@iS-(`G<bY_(SO#6XZ#nf#31zeo+^nJ&#y+$?
z8X?8&u?MX=R-}w#y=M%-b!jh4n>0K*;rP27{i8>+E*DH6N%@;!pYGNiv|8@2ABBQ5
zB5-8!P?e}W@`kw;<b&$pA)l1L1V+bq>KDm*c?cOpKK%H#y$c066bG#}%kqh`o}(Kr
z2l8@cBMX4CY^=$0S5-pda~s(Kovl5vyZ{!Df5!{Y4*myLPhAS?2e8_D+`AnlvZ0>d
z6Y>0ug4UznIzR;h0J`tHm67y(@t9RU>MI8tVGl16-dy|UxcI$4bAx%<s^@=(#}DkO
z#cSQfaMSbfj`Qnvy^gry;LF+qi4mE|<>H%laJ!JJU|NT{OswQ;c#l1j>h1!Z6&@?>
zkt=e(%FlLf4cA6e9y>{t+@Itc4ZN$()R><gF2K_f@Tb)e1o`>tYS?XxVK@`TL5VJp
zUDMFxOuYQzLqoL;rw15ist-QiwBw&X^WvOTu_kN0Kx+DnptD|(vPz;XqkEBcN#G6e
z5-I*GxA6T}5#oh9^KDXqAup(%sfR+s!aOD_EFgctq6X{2$8Gqjulc^S94HCk^FICv
zxOxzY&P+i5Vcz{?dAzE&(pf)eZ8YTHP(M|Kqw`;FvO8l@YWrheA92hN%r%OO`g*y7
zj_2DC@;bTLH0@SQL<r;eiutxhgvBguIh{C#<-r>do(xd0&sLgL-va-Ck2^UGKssQq
zzEpcZh=8c?8KGoY)tP|%vs1lOi4A#Am@D)q0H+_o8Evg-G{)&hra`e}o27Hj?NQf7
zEA=`(A>YSLfd7${LgT28#wZpI&HcVxJ?NBGUTXaE4&Zu9Tsd(5n|kcQAKC^O$r-w9
zP)?PhM5P8Y-&d=h6--lQ4%|}nmrF#srX4E4EujE-z-1A>Ao##g)pGit6_ZXRQ+&9w
z23u|I90J;p--g=n{I|&ouC_VXtqk9~PBOKT3%KoUnb}rgJK6C9juGx9xu8mV84Rj}
z#Q&l8EJvwk=4YuczI0ww(Gad21l22Wkon%KFk-~@BS-|uOIH>n+^x5+dI_W<)*037
zov7|Q9W=YC=c~2jMxu&_4IT=Q8lnLK6o_7O^ibtk##{9DlTw9wr<X$sj&>}*^yls`
zZOu~x+bjbc%}4I7KQ#h0ssQhQ;T>ON8f%z(v6)aVKZ6gVdmeDEZ?0Qxr&RS%A0GGB
z407pKk(oel;Sm6TA$+tntFM5@Q;FnADZ?o}-FI8DhkJoebItewwOw3^6T!NV`$}iU
zlZ4zPbEBP9NBK|}Wb1Y5e%GfVOhB>OL7Q&~Aq-7}@gY-(%3oU#ISo0Hl<k~Gi}E@R
zEyf?N7w2e~<pH^^uTFTZxrU+P*XkN!1*tcIu;Y$r9om(0fu_PpP#gu&{)hMJTFH90
zq=m~1-7?7*OXsB9+CVFGO|`D4`9TNZd<8&x3ve7D4fLh_wX@T`Vx(=}4u^y3un7Y%
z@ilD*gfzU&7ym_rg}(ix6Of$vqz;%;r(M`LfB=bc$=*^}NB^wfJjClL9y}kFyoji6
ze?IkBAiLuRc%eTn1d2)AAGO$;v*iKR2OL@O@33@Ei+1LYUT-V0#~5@ZoF*RaTQJhn
z1|&`mvFlZ&Y6X_A>^6kN2Vb5GC`5{6__evL%uQ-2NZGR#n_Bmf!}nN#3MGosfEQ;a
zfw!n2nalleaq#}g4$E#mY%lLP=?=YMAKzRVs@nK$scM*Dz^7gE_U%?&aG22o+emf>
zC=W>+_yBJb40yhoncKKv&XA))1jY9H?d%TXG&MHFR95Ps8U>PbU(DB^;JoWUm$V-!
z0dDB+^1c=`+Fh+uxky(3B3DLO+IP6`Yu$7|yt8&L+z#N~tqiF$cUZYy4EC;AJfQ8m
z-{MoxFRmbhlgL*3vRVH1sRDil#e=-&&5zxECWzt%)@6dIcgy8S-`6{XQLEuPyRJYp
zAzmw@2jm3^F&}*lu}(aocqY7yQF=5rFE|S~!4ImlvIKUqRkDYtUOSWLXHvDbC&QQV
z@@>$;vpMIl@Bt7sTy?2pICD+Q*A3|{8N_)d3euC=u|qpj7K&Gp4;Zj-jO;V0C_u(P
zr|HN`Jh~>APfkvOB>B<#No~OA0Gz|6baVSf7ys0@%Bs{HU}T?uk1vTX>ql)k9XU+L
z>wgj}yk6xrSV1(~YF<GBoPys%SSdv+m=VYwX7H(b-IiZiPuh>+#^)R09JSt^IGr5O
zgWEYduj@#GQ<es@l;J459`^sT8LHmh6=e#3`<fR)y161X%PUFPt}J8!`<O!C8woY9
zKhnU}B%@kMIjI{FT0*QDbmi4RjzMu?cqPc)C<)8Rz6OSSdB~!$(j_~0eSA3%=&_sW
zKs8@>f5P!2$e<qBZ(gI|+2W33QPq5Y#0xy_tw$mv$^Z|895d?IFCgN9`1m8(gkW?{
zi2f3OSbXqIfsk-TDc*hC!-LnB?Mn+3+@=UXz}B5H6$%^RTnpQOyOtXug!cj`tcFw+
zL~W4eq@meywB0}dOy%NlL(I><>mD5?JjXE<_pcoD_pa`j0yl0fEuDQC#NkIW%VTc-
ziYXPQ0>l?a=sWu<NTEA#zbpqRuq_9^<&br*eaTS|NC?I^Zk@Pd0Qt4(=KT7I1`MiD
z&r$;+vmWcqT#?g$Cz6;Q5MFq2zJ<3Ku{^*A2mb6nkutM?BG^bVll&?Y3UchMQ|^<z
zx7tYpZd&uLWFVZnu|9a9e5!vaai^)|<%LejUh~>Dp>I@T6II9S{{Sj6%l4rCFDi-b
z@MnbAt8D()>&w3e#o3PJ&Af@&6O?$&1{h#=a3G`H_JU9*$KY9hi0C-(NeGl{J&AQ|
zD6-pPY(Wjo_!C%Z0PldK+@jrg`@2XfTK8ox2B5wM7>CyhRu8pO@)Bs_dUNP?cc-q*
z%cC!IvCX{r+*DVrtSTjB03kek{NO>4(_dvzzMcQTIZbMa!vq+HBJ<4<SnZ4%n_iz5
zy{sni^mkbFlT|9MQVsAd7!%~uL(ob(&_f5$wTEUy-_!cNret@qd!g~dI*m?L0$-l{
zBx;~qg(RAj6082n*Sn&T{k+OUJ<YNJD{yP=h4E+X-*{tv-Kh$o@Olfp52$h6mtod?
zl7cz$Zbzi_8+>YX!kc^KS_54(f&A-N03TuXhmY84_&5sC8lghMPUMBSo-8poGxMWq
zE#?K?3!iMDCwE@i^2MQBu`(MXU_D6`eBZJ`iuhsNUg{Z}Zm;Av`KlT^IFQ%gQ0}62
zg7vrE2%)TxIctRBf$^d+1zNThb`B2M_o?a+N_v^fSK=>fbtETULCu=DG9lW|4S>fD
zMQ_+RL0)h8{wRwt@{N^@v~=GRCtMv6NfQa<olaEcz8)KFY@kSky{l+3^oiHK+&~gX
zLxQ}8yUGWWeZ0Y94Y{gQ?<YsR{B+eQ$OBbj3Ca<-nVx#iRnyo)$3X};wC{b02#k5S
zb9S-@abFF8LFAzZWahloElhJ=i$<XHg?|nR(Cm?A-ObAS%cuM0B7beu*l5a3+8jOa
zD$TZr$X0^pzI;xj_=Mm$RJ|94zd>B9i?-&a|F|XNH~**W)-I#vroN`wX;^5!^%Dv#
zH{aFN8^Ccqf^NVqpB}AP0Bi_KU&aC8@49G+EL-~qD4y=Ibi|`1H#hw=jDFvGuJQ-4
zhY%5#ozsCdQ2%=8?wl+2hAnX<hhsm-aQI>6e*Qlg<zJ$Q+dx+{1qCyT9Q?qCX-gZ7
z4W8)(zSMcGQf-$u=SvKMD9CB221IlURO#O$NQS<DqIEq_2O|i;O5)h0S$_6@Xb8{g
zE+A1KDoCAGXSGH#a(CRQ8h3izF6c57ewFB4o(}Dk{+K2=zq^8(v7qCxe67n*07AZ<
zqgj~syE#WpAwjKYU;CT~hm&uMD*wj-hhP42+sFah?sAzGQu3HrklTr4S;QeNfH}Sv
zQ40!|zE@tC0>A@9p~3LV$wuAi{VJJ6qVrI?t4u%ZwC*Ed^)Buh%7T;1J)jdA^l<d)
zE>{kLw|_#D{4)iIkcG0L74-&26h87~d3XWp>piYy@wZK;OUFOsK1vo|1$G~?jEdNw
z{%y-6*4cX06Y@$z&ny^T^@0>@cLnJK|MjKmqDiQREd8P1DG2^|j%SzfYj}<vYxq$?
zt<mft`=ZjZva0s<s+LEK-I4=FJD6}QS370i-FCv|=F<4f?Fs8lkB!<NPCR&G4AneK
z25j1U#q4^YaaF4PS3q*>bogPlb6|l8@0Rav?f)60`w5^gg2zOhr9W3yajnX4d8sfE
zaE2{6mj<O>$CSmMfAr~md$+y=W$6}Ed*C4ILsp-Sa$B(JIGu9qNUG8WyqkuaS|V7x
z7nk5eW{4uj)Jo+%Mg*F<x4$x8maHr-eF+3MtH2<+?q4k{JYG&<Zz?jtq0G8FdyCbr
zi>9UQC2~<WW?PNBsQr-2>mhJV#w78|0=}sn1!}bx3#)8EpLs#X0Uc)BJCRVfx|6-K
zrs@j4?Ma)=DMKK7t#4=qsRSkhlGF~)UyKPs&PJal3)^D)T={Z!2ODwyV-s;lv^Bg~
zrYH^|X5-0>46TPr;F-F)yPMCvkEReY48k({E|2NI5M37mMK(MEYVYO$WEKw1|GPfu
z0GbZ_uQ<15pVx<gq9-6A@Say!3++hHwvJREeggihl!P@_pL@~^dXoaG_Axkccii<P
z`S(pbSvY(0>Dzo%KIW(90GSVqcvaQ_j_bVa(0)+HpX2(GK&@KZ7d+FCgN^r@JQht1
zy0s2JoJcYYUQH_^^lGG11E1!aE1$7mk}n$m%KN(6ES~#V5JYc~L-X%$C#zOwx_kmy
zKxNWaG^0#(C`XbzMFYr6z*t?QdTK92io+K_vWKjC2nn~isb|SRS>wobn|8U!2dJ4x
zvpx_(yU}u$SU(%0R*EG}tt5q?L3c64cw(Tk(_gb6InWwa2Z9>^zWfU8XlHx!0&PFX
zq3v=%kkf+S{C#CY|8N}5l!eQ~u73G?fq+v}T#W<z%3W37UGbEt0Dpg6%KiW+!aVV-
zdL#p?KOZo7!<d6<Ac-#tbXgZlCD+qQbzHOpeNMbSKI<D73~cCN?dVbFh>H%R46LRk
zAznnK(eB}Wv!7=hN83%-Qgfgn9&r?P<FUA<6>(%oY^Z2m2t$aM_&cDe`YBNbVjBwp
zMaWzFbfdfG9r43ZkWl~-YXj6d%3epv-f!2Ga-@lUF!obT-baU#>vhP_U_8b3tpvW1
zrmXjzxF)N5i=2PH0og&jsUvi7xtn3JBun%1UHTrWV7<N}nU(%p^zBpUt)dJi^K>mt
zO3#)3?R{xQ0csar4WuM<kInf$>>s??-YQowug!VyB;huQN~~(Bl|hn_GdRQ21+Xl*
zUOUBiRiZ#E7S3b7lnM4@Rhn<xNDB=xLamLy!LjTA@@BrOKzX-3o?DAcA^@9Y`LgbX
z<-tpQfGt21C*m?bl~L;B#OK8s>QP`MD)(U-6&s?NdNmrBGY5~=^Qi{yF1b!`Y~&J>
z66U%E?w8n}-}5^a210@R+Th@xf#$FfEYNmPaLsY|BlVvNdx$V{a3rIXl;2(T+UhzT
z_naWSb`N1adUd<zcO0o$1wtBLi)H>CD6eMVqVwD|mz^N#vQn?G>-YnrK*`*R6&z^?
zwzp;)W_rn+4r&LMy9Y_}Tb&F^!nUfRyeSiR56iKdP1eIlnaiST&p@-}^5i)ku8d9N
zQ(Xz(`_WC>T|bDBPYS4w0dzDr*6@6h=k?SNz~x>0`LhYW5^Q9-XGhAWby^Il_l*4v
z5jrKMfjjrTz^#~F7X<(XmZd`f&groAX3fy-159D!cYw@`V5gsxCdp_JN&~AHejt9f
z!ip~+jCtiK^A2g!Xheb3b=N%tC+ZXuW(x>Z>hsr^0$8;^$nCY}&cZh+g@|Vm8QU@=
zj?%q7_7X_sOxnnx5opupsZ>XZk9#<9ms2DcB9`!P3_;BBekl)<d-rmCAK<GO8HfJs
zOnouAe|Y&J{sC+io75agw){Z?9G5mrde_{h@Nr_-bE0SsK;Y7Nod{El+ROa-fb5aV
ztppEqKSZc^N0(aIU3oBHDpwx+7JzZV3|uv=vLsOC>_9_!|3v(z4=V2L>^SF$NE2}f
zjXqax@+IN5P|?bTp5kV-cWm;aN9BGdpv>H7utYnj{8w;#A_j$V#z4t<2$t!hUQaMr
zUQGUdK4nrv+l5+H+AfsO=IPhRG})#QGL@;t6>G@bQIBs1^c}Bl1A~*Q^SB=1kJtX>
zdrc%4`L7m$b+t0t`{+6DyMfsU(eA&u?EAuc$L_D~g^ickr-V6;v%EN(y?Au3Xml+y
z^x<<6ouf1m0Tk1&@~axF<z<AxO+aXu7V|~QUM0W|`O6)x^pQp}>4G-fO#5-Nq(%Bt
zkQ5#Le{{WhJe1MjK0YcEDN1AsCDDQ?dszxm*_Z4pB*u(ojNO=&7G<ww9b^k*Y-1Q(
zk$o%6SjJM;m=I&^%kPZ(JkRI#`hB1KkLuOT-1j->KIi?u-q&@V`(CLK-f)>i)i;X#
zipz37?+HKX>tARiM(_c5?tYTTVBzL75W=qp=pP65y()cMN}cA36TC!AYhn+m(BauO
zbp+4Z9vP5`K6*H;?{Gk*Lod>eoY6g7-<>a5oK=lBF87dH-}r_+`ZxYf98j^9)QS6c
z8`K`87q7iqy1Ucn15H1KGm0+%3_hjkyA%o^dfDr`sY?L>0mPpsVZ?~PE(61EfR>Q*
zNdB)6K6S6qiM@c85&tl%mTS73R*1tHc^ZQq&1PbBjUc|xd8CpU%0-J^uGy@p{-2xn
zwc%WL?-c}ct&??jWlWlluUs?GHXG-i2@K2PR-|}WR38AbK;OG4p=`h*_fY57K7LZ2
zUI*!?iX>exj>T!r?ok!eIkvmKp%HrDI!=iif7Cq0;=*unarnIoJ}3zI1YCiRo&pNM
zPjqVe@4BNrtyiMkfL6KTeS!EJcW(tBFJhXCIs5JcPx|?BOJ3daYc8eP*UlH>$#a9{
zo03)19$|_#1$Q4zyTnV+Ym56V_+DQ$L$bI~RW}`-TU%R=zSQUW6;hspNsK=G$)9kr
z#Fxr(N`)@jm!+P#L(FmexfPvWR;FJ30P^{jKAmDes}0KC98-MR()6l94L2Wv6Mt_=
zSt5sBb<aBM&)ZrB(7yTO7Q`h-Ag|lUgC`$#Ik0>JU`f$i*$ONrsZ)nk1wH{G$~6C1
z&M}c-PGC8|6MF{ee;$dwvsr6C6}7eb^ubf|PNW0*`0&XBpmdvHE&iyidT+{H1(Xi`
zh<!jH)2yaL2EB#uN_}_V@a=S}+J!5bU=4>nuL|7@EJD=;1XdZZ&MTEnepGhuD|$bp
zg|6FJ-;C}3Xk>jtk~jM`_ZiOFhSePcP)w@)^>(SXXWA3js~-BC6uv(M^iJoFgDQ_V
zda?lfbyk~RrT8IRfd(pinNlan=`~M0+x)Qb*IYUIuxRj=9E0m-U_00Bw|N`J18ec&
z<5vM>r|;x~HmdlnRW|7CSimYSk-`P_9=p|OS`?-f`+4T%0#<H%(AT|!zKy$SHf#3X
z>x*JXLtirp(RW{G>cX%;g{$=gu8E{ISx&Z|_#Rw7XOi~J<kc%+=K8TJ1hIb>I|D{S
zK6-6U9c$_R85We1ZC>?EHUOd3m#;os+=;q!s_~^^21_<@Q~{1^@A%9J+seV125sfa
z!j<#x#JXlLr1Y|Y=MnrEGwuF9r28qFr{>5>Fwc;q0v>ND4ar<=f%s2H1Ql@+DuW+!
zaspj><z(X=V}|bLNcB(0)N&AdGl#3>KzgUh3K-uAz8-7z#bo)Hf!^_RF5f~UR_JB{
zFvDh+mP@iVif5OWTKW;C7w=ujT$+6SYlEf**l0@CYUylS9L0}_Y`4;#O$5(B%V6U>
z0?hSdgsPeZ^P!`3c*h@8fg266i<9zyy&`xx1``pxZ-15N`Vw2!_PlqFjZD91$>H+d
z9ch+B%|n4tfuC<C3!^(_ct-vyz$K_H+S_E`WeL2Cv4#>sQ0`Ror{SO=o{)*9?FzoA
z!g9Z@1YO&bnXH>x)CsGOOq&>%3nqn;Q<b|<Guwyqlqm0|Po3`^I6gPKvwVh;Y5miz
zwaD^Bu?*4?8*Q;V&e8qdBPr{}3yYrIOOl;$hIb)LUA?(ce#o!9?SZ?#fAOPMG-_w^
ztqouAwfX@k%QBQALL%b$7mj-MM(EbEt8um#%B1>=S*KU|y^z<8zlv`L#fQJonwLD0
z#}2*!d}On;lbYqB5Jf%oXVnM@2N&L+PwP}3byN)JNKWPgwY28*K8hBd0#n#w2M=fI
zqcz8mmIU@40wC%xY!^XjI1==G)E6j3B$)i?4ekB(!fVqx<X5rG{JKoEC8*I1lQzv`
z57^T;yv>qm3_1xbSj{&+J)Zn_W5<u-;oYZqP*;EK_E%8X6leW*$1#W^(e|@2i_%Q}
z$d-J4bBSyrEAf|BQ5hN+UK=u|>qn9wCK%!jEAF4UlYzd$$jN^G!kG)kRzdeFM_#+^
z3pNppEP9)%a}HK|PN7C+_F1$2$`wTQm1+7jGX$<XR*$ZuR1nc6Nz^1?Ot-FzG2CYR
z;QG&}omx7ukXesN)m!|E8u8w)`qoU5C*!On8f#1;kge9bqbj1sj-#K5hw&}aXGBoa
zxfEE=oxd|*^+tR7){CO4hT<iGtlZptnZJwG?d64~tp*nwKc#uE`wRa0iIi;m%~~Uf
zkU7ovN=sHWx;Z=l0N2Lz6V)5nx0<NZo76+w>o+{uCe@30I8d~xW2+;m{6vo~wd##<
zb6opN=3SE;U(NQWYxE0>ca+$>fuw~mY^^mTv08lz$EOn!&xQgJ1^B!>Q#<<e)tkEy
zbC^Fxy-QMAZ6Yg7^PiT(bp+`QG%ryEV~kW#1^mWnx4Apj>sQJ*zh~KDM0-8XbOF~<
zwG~n%B=&gJigMI&u6oNI*PpW^xQ=L}@Buv}4|ws^{89V%*<zDegDxhf=MxA_jim)w
zN95BZL)J)z&o4VsI|Aj@mCpXsz{Q`96Z4L?Vs08*>2q~wg65B{yM5HsnAsk!b?ewX
z^43y!JsVdY+g4>eU;To*E+x$q<-su!mA~ql=CyEry7fFpzTbOy@}j`IE8q^Tv|efQ
zf;vWQEl+ng<4~K?cb$1fujnZmhbw#J*caOc;RJW;5z?DO6-)6)PrK`wx-5sAicmY^
z{4sgv+fE{g{RRm&KSVtmW?r;>zqNoRa*7D-^s-8CM*ADb8W1<0YvdGJWgWGgPF!Rt
z_nn-HdLuK<y4n&?esoKktLqapib+EJ%R4CuB$2i<uWudfCn5k|L9%yn-ne-)tSN>0
z9^{;@>jHZASmL`^Zpgbt+Df6s6ZV$1s$0YZ>lN@eKk;1?dKH9@{!FXTdi%sP%V%Zv
zD3`q;XR7D!FVWjWHAcO?Ar&GeK?j3Wd|I@enEFG1Ut2lfo0F^m9B*^hptbjCv+p#&
zHd_3c!{!PDk6eCBVc`A8+2~%O@3Tc`MBm)A4)IV!iEbQR+a+SHbf4|!XuIkaaHr<x
z>Xkf?cSF$TB5wt4r(Ij7PN!F<-POImet&(w-SLh|#%8(UH(rj@`OW(x@87{GXec8(
ztUdaYrnLeCXR21e`s;?8IGWr;9~kF9d=jgE59l=ikE1I@Xg>tqiyhr@9q?Z`r{Lbe
zkaLGY(|4@7&wk@Udrm6^;`5EB?DTExAmb4>w$_E+P0Z3b=K4kAh^Q#aGpKxVusfrA
zM4=2AQ&gOtFHBs#qZ_RuezaL<G(Lj}{__W#{eOv&|7rmGS@&$NLu2^qUIz%|*hF8A
zueQy`=DG5ngsfZ%#*^c_$v$Cj4iK#;BO?r-uvpKzE7uZZRCd-+`2KMWdKc#E)$A@9
z5MdSAdw2jAyRpyY5Jc?63xUB)-7CWy0zN;^D^T0&jAH>Babf>2FTj5_AadW+n|1V1
zaQ5qK$trQ^{F-1nqFn*>-esFsE;n(9s+>kV3_-uJ>TvSc-P!sI-Rn25x>Q4X&DFp4
zL@fVBqxeSdQdNj*bNTP0@rfboeDufg_zOmve-^-gY3-XY|JNM;Ul&%bHMwV^rPqm`
zm4-kL75GxUoXR&Gmy#?y-nX<!_fA5>TUv_f4Lh(Ln`Ij-sIr`ww>$kvVQIgA3->g?
zu>V4DI`I-j^-%MpD;{%rOmuF(pMLdj6;&Pwkp6?USRM%a%ts3BWA)HR$bjUbHkwEk
zh=ue+=+JV0se!FQiEsPy(vFnv+Kv;VfpsjsB0fdA2BQTJdtygROSJvB)n?`{-U<{k
zFh-V#9bYX>XgsPE+r8S<>GNQ!WXI(z4Ke0<SC^{LF6dd|{GdkEApC_ra|MdeGd#QS
z2z`a6oIFd5?@#ZY@U(`1P@G#SOy;wk2Fa-P0rcg=nzQ^tJxk_SLXEndJuFsPjIxH6
zNi^jw_n1G#uT>3?m+{p{wB=WXazcgD^=%32%g8&%u~M2{&eDD3%l(}vrzCN{#w?aE
zMz^Cq5><`qA#LfRVC1Cj?$J2;LS3W+8oRQh8`pKs2FcSkEbZEJui9?1!ZuQB2`lGp
z(0jbkJtQ!R^*V4mDOny@!i)?k&bGQ*DkBu<?)~c1RzDlV;k&XfH<5c$AS!Np_&fzg
zjZReA)GFW2r#kFZjvEQy&-GsO*V$faeKGP~arUB1LisREg}`epwp^JLeq8lxyr^7D
zTilE0uv}CY@oicf&Q^Bz;%MR0uw>K8brK&wd-nYMaSyU&xZT}B3e($ok6us!qJRDJ
zOL#mOU`ww39m}bWr4J)Gw9ZuJ>XbZRFD2KOt|w&~I~j4;D^^!O(6B+sGxl3FUM(%h
zYn%_4x|1|gZCElDl1ye1KO}Qjry8gIA+UW@ef|0(@5Q#xjPEurDoO_Y-sfvjInS(X
zLI`JZj&!K5_53VGE<3+<4&R(5OQ2d-xW~9{dl*wi9NwJOULr=#5{GOO0-O=74{5yj
zOkP5bRYXyZT1%Y{>~SudrL@D@62eylhmU=Kbjif}xp*(Kyh`?gb1`2hQOBVGe3=#1
zsK33<n6@&hq4JJZdDFFM7gdoX!RWT!b7jusS8B{V(zju0z1djY(h!$i)_NtV7L!ab
z*j$uTn_UDWB=z$y)QX+5=I02_R`|Vg1@v~{)!4~#R8rf{N*8%){6+G+#@$M_5$Yd=
zG_~aBWbSLPi~U<6X)^2nI_=vapNwv<JIG}gwqx7#l~wFEu&E!`eA^-Etxg!fnzjUj
zX>!04GEO-#bk@UA&$i}niPP)rg!*<TWt;_zb=JGkJ{Cyyg<SA73kZAC!wR2&e4Fad
z5d7<5^7Cbu<D7R2T%5Ye_i`i{G`^l!?`6)$D<4r3SZZ8Qrr$rIu(e2bWHdkTn_7bt
z&qBuzIfkgvkS5aCuI3TnfXSOtYaYEngrUqbuvO5$W_A9|E~*v<VvyB!>TgYj<v{0~
zE+6S5ggm6hfYR;4My3{qyl<Vf_a)=h7v}i}Rw82MTJdsQ7LSs>v$lRb5uKdiIoKq1
zOXr=4ZSv`ZbG88trP{}?>i6me-LPPI8$8*na=!Jw%7x*~pw5)=YE<0pF|_Jh9OIZ8
zJy`ilOZdpxuH{f*!nR)9b1UxT&N<(2tnfOkv$J0OYJ+W!uvNeH8H#ZPhCU?VKwrHA
z-;x=H<ay)60tRT}>es#S3iyHE$&%rr_oWHRG`5Qk*GO`CC-K8W@V==M@G{Qf02`S5
zfiB{ySffBxcxz{+4KB(0`udv~CbeME;f>k3i;V}K@otC7LT$68@&c2lj!1|1DVsL9
z_qQ)NZV4eOLUNb_bt)T*!+&PY3nezV`^_USxw9-)AverdoT*BgT7NM6E4(Tex8HC~
zOt(4l3*VJzdr%6egig)DDN#0oPv0Ex-GF_Qu|W7oZg1t|m=q)`q^d}jPxB=YVh@2%
zsk&e3;Cn;8n1zt3nLb03%<`gmAu8@w*=&Zy32VXN)9-c1i8KUJRsrKiPMJ<?z@TjT
z2z_UM;hRuFx|Pn$MwZ8TpbDBVbGnI9qcRedSfdJLMfq^94Q{)(jU!!_fR_S%$%X=B
z|HdH#a`w1=phO#Ve8u8`wcs)pF}6bel{J#i(=U}yJYWmLpC)4l?}Jj^p!n57rqOtU
zKi-m%K(3ml4NA80t2rZbzQe3=DBYobE}&;qYs2AvovSTaQ(PZeuU$17yV?7CspaA+
zk3|hZLu-~FGZ;zN_kk<PW`BI2K6^!^&B5bDhsCMssPzktvV_96&bcY6Qs3VDeWR3<
zNgIlDP#5p`&QCQM_sW$+h80HF;p1h!Q&%&|Qu1?_H39Dy?2L65TuxLKBPR;26NbGg
z)oQD+{gty65*rFB+|T>UbQ^ye$084d7ixA54@>U4ljc0?+Jho3Yc|WQyt^0dN$cLt
z@eA7#Tbu3+?=}|{ZS&2y+y{z%E8hs(^7(9C{jOxuc#WiFaSKK$HD7)Ga6X`cna`Bs
z`P(aqH=@dhuVUwcLOXY6`;5=lo0$~^gKCxgc+SK{+x4<bWwUC%8R>?R5IsWm#)bn3
z#ODS}>ce4hyEqIPJiVHl^CiEgPfC%79PI0#zlt#mQW^J|JAP|UmsZisy;8QdL>)X3
zIGniBohjZ?VFR&ymn#9L{KNZIe|iH7GmH|3>qB)nod&m}rb#FpxvS61|8!Go4Qm>I
zW#N3cgvJ$n=VayfmI)-%i^PX+mwOwJ@gIKUESLX<h%-u{6_RxdbdluYZ!Uz0Vd~ZI
zV4WO_K>Gcr4f*8hSYOS=_$F9e_Q!7*bv(e5KecZS<$K{af~&pMX5Iag4@{|QBQEDI
z_Urxlgbb=!OlpwobeMy}ikW^mx3k^~mcouJ%~7s~8;PTy@u-BBKdnCZpuG1~ul!Ve
zQfcmw)lKen*M6z(o|7f{0pa!Y{^PWv8Sm?_hDi2L^Q<)snPy9sdCvNrYvRRPR;}~L
z_IW9(^|{pX#|{$}=nKEgzUoNteeaPUs{u_53ZZ?}f@#ACIIOra4Al`d*KirZT1o5f
zge42%!n)TT`ukeoK{#UYn;7+m!Eoeu1AJJljW@Q>!XQ$iGQ5sxGnr*t)5z%ndqCQ^
z%`{>WV(xl)X;2<3`8*K&du8<sW^_9yy|mQOZ}gY3_4A9uoISkJIqhbO7kWs)phwD)
z&WJ&Q<#K#GMLv(A66H+uziU8xw5m8THy%5xSUKyiXj6e<#05Sj{glzHMlf8swp*Lv
z(YLyL$$JPDK5GaWEgHBxVHbb%Mi|;0(Vu7iEAMy~+JfNThENC@+DKCRwWBswx*{{R
z%-iTQZ;a`#)*YAcJ+>@gS83xl?i<FFZc3@v#d$~nO2VeeNSyTj-7^J-vk)`w-kv2R
zQIOQ?WSbR#*lUiY4BrkGh~dlX`=+zWXT6jfW7?dHbB+3$nt1I`jN?RuYvQ?kRvtqi
zY7&%`{2gka5mm>tk`y>e5<;d>i^zL!dC0sJ{J<QP%@iL_DZ$VRX=Ot;thnl_MbMN7
zP<LnQMm6L0YO(5FNE&r#Rp<RocUF`4!di^gpYo3;u`yy(_jQHullWz!+=`U1=Tk^9
zeyWx3X##5c2r($K92*#>P}LxntkgSQg6o#o#UD`UNWuH}vX|HpwzrrqW66{$lh|&`
zL7{6mfb0LI>Ic>XVXT7V?8|9JP;oUVtH+iXH_I(4uukZQK1*7eTGzbh9Ri=!$1?5i
zPUVKMk7_I0tTm^zNvM#+dNMccladn{4|yT^M0Is(j9AfE45d^0%|c(WYK`6xVG$R4
zq(|M~pgY8-S-K==7c@Rmk4HmSsm|P=XJv1FC@rw#@_17)u0W%)^y=)(LTcb>4cVj%
z!&BatFWN=loNFRN`=vCNa=$B<b{`}#?S*%UdN2mZIkuI?KJ8=B&asMu+nL?8Z{J=j
zFID`#xqp4-s8Vv@;<@ca`Cst{r%8de9Y0IqTz&lR3)8Zi)u#(l(~E-wo{0saPVL|I
zZQh$$2j`|dNC{y+!lv}Xn%Q*-p<a&R;G`^HyRAz*aJ~8lQ}Z#4*Chj$z7?0&ahTS*
z(PZ&=?;LVk8Lq(sKHl*n>%0!If_~1%sP+_$D;e<Ijn`9kHAYS=g>&%pP4lCi|BySe
zrdjT3%nA|*gqLNsb_=M_W~NJQzbOVUd$TsmtR7k-u79eBwtdD0nrrS*_#&FV9zseN
zIyuVEjqa9fj|BY@DE&E>lytqT-|V<c_}e?T<((q+O)9=wWEBhwG32S)uvQd|-f&kW
zl}$k+?{cGlK3xi74HCK~pkQ)D`LTEJ<k?`Eo^CxM=l;c{?8E!pMN{N*h}2V!%#Cc)
zFS--g18`~a!nUZ!RlniN*-lY6p3l0^z*BnIpB8ZI`&qv{*~=EJJI?*IEcnS^(F%Q5
z`bG7|943=b=Ba?~`75>N)I-*^V%KWKNxQS!U9;}T&!$}Yy{35*$~m4T(%*~iDB-_p
zH55L2UQ1ScY;8wm((z2FVje@A?r5vnu8sbeg^g5eH{B2JzZ*=%!)X+;Rl6{5F#S|d
zPEpI`JE{`%2PXN?eF#v#f9`h3R<&<cqyD8fLEV#$gE8IlT+mxz&N^5ZM2-@~l;y9?
zs5nkent!j@G>-k*#Q&D}mR7cr7ToG*o>T0z6w_)s)g4fA*w0sPP7a>PYI$}D4{l_D
z??#-L!td?&s0iqh17X7aJ^U6Hzy25?%yL@FUq{Kjk)7|m*W0PjS^K>B`LJZ(jm}s-
zG)@LW5PFU%TADSQn20&bKhV>sB8JDmD;*}l=b{$J*HtuA2N>HGL$Z(ME508w=&v~l
zIeW{Jk~I;mu-dd*<DEQS1IzfzU(0h#C`&=C<l7U>6x#3|A}efk5PP~n&1SsJ7IS%g
z^SXeEN~fyS8DK|5pL|x;{|%-x{;<D5t+b&&a_aS&@x%2d8U5k^_OQ7fpU7;z%G4iE
z(b;HE%i;N1WbmxbuRRJ^Hp_a^iI)B7nXx8^Mcn((cL+ap5tfFvcUYU}{2x~;YqJ%F
zQ8r`W+J)sDp+N0d<3%Pv)D`5v@M9#IZN_76RUI*JqLBmoa8F4mJe5g4^oj7yLD^MG
zr8Ac7%RYU1=J@jV6R|RIYwo^5CT7>U43kQ_N=WZK8&=yZnYbJM(n4iaC;@5_=fNGq
z%QPQ-bUE1Q<B?({OF@{&5%t!M>%!l-m>qXaRH9x>ZbaTCdq>mbda|$A$3)+a)SOo4
zdS(G}PxenOpS!O<$1*u6H_X5HE#ybU*Fo9V!IK_CK_%#1edFLDlLHnngfr2#@A|43
zN9;RbJ4|qyiE3zw|L{6E&KfPgRa}iaFt{%xBQ;f%i;yUGFK}J0e8#faIM(Rcn}W_8
zFM@Io^XNc7f2u|eWDi!=-p2-R^Lu|&2ySr<AdH``<a%jiiUj@VRLWvKRV9HwjChhx
zR*shq>WM9Ehu5TV-)TTfIaZHzjh!)~2T@Q(oF9U(c@h=6p_p_nL-7Z{_)OIYC6AEG
zu}|<1_PbPtYfnm%wJok+Z~}>c-|df)?;&Pcirt1miD^D;iKxuq!EQ<WJn9ZiE4K5b
z2PtolajlqD4!)^5*!8)Sc>gV>7_~{n))BFzn&vknx5vzEWg=##Z(5p<)0Ii~=k9Qm
zUkH{H)0dr;Tv<E>;$8cpoC`<QPs2t(ialndYCu2O{-N=opxkn@EcVFlTdU@=Z77wW
zV(AjKHRz1$S?~?oO_@Cw0E)yDu!gSSgRwcxw{;%M=i<*1*nebCvycydHp_)?RPhJ=
z5%Ab@?>3Izcc5rTaG|MsLEHO}$M%wmVNF1<)@7$pVh!WsU!{1ylsT~!&{%?iD8Sc?
zLN&a)@EPQ>3gQ;i_jA|p_Z1+a5db~r65m8~ocl}?PsbbYvq}mtHVzm3{J1+yFKYkF
zsLp)(^saHNp&_XFG!jbXm%eqS-=Qq}^`5GCuiqX#z%z=)aXh|*7H7xq)#v&ydE8&(
zB{Q!Q255-EPQNQ3*UPOF@W}zrr5zj-C$~Emvhv0Lqkf5<BPBd(mwOj~6B?#W;=7at
z7n2=LpY3^+B%EXC=4|9Xj(A)0>9uC9LAzSP)Er4xa!TKvYG-%1LbgW60xDH%x!)#f
zsz3mTv?ADrr`h1DA2e#SBFeI??`JDScImM{2JcLz43XToo<|bHj%zgKk1oz_FeZ^H
zGOt3(*VJllx5MqYFHmG7`Z^tqhpL0T=1_xaYXTeV!+&^HnifLH3(0-*PGcqcze<%U
zvd_u#B-x7u8ad@O-XO0|)7=VH>sUwPnS}1SvJ4V0@&E}j#w{ragSfAPU%#HUgn$)~
z`eDZpRG}1_tkgyXUv6wkH<kMoE>^%N@C^<--9z)Gwy9=)xZkClpV}7`6EJwy8rlX{
z{1?9$LZM35i>6*U^~?AL{{4;Lw#>Bgob;L?EhNvAH8x#5(@6a4l~OXkV(y;U6mJ{#
zAhzB0TOOIhSx-53^$)3Yk<7?@>r`ICGYq59?V5lIM&CIaw##cSi#~5;uU@@0;G)?)
zr1>HHW&iVU@i#Tw1Cz|i?c;IeTBebWPp5TB#JTW3y+HW5IuDaezG&!R-uN@DjQCHy
z#dvVkeG{r(*0fsV8xIvI78S1cHK-}C95XDh3nLW{Pa(*Ca9xv9m$|4z$C(T9$IrQu
zV26d>dU-2zWWY>udNSuV-gz0O7V$;Vw7N05GXO>Y9X>kqfi*AyGKOpx5qz(Jn2)ME
zI%>2+cD)DkYCOk}^Jhv=mrUK)L)eOvyr@1?r3Ft2DCd_kczDG)%?Lx5cMoAmXr#s0
zQRJyfb#ut2&B1;eBEA!P7xKMz!lOKK_6*>0Lh(>cG&uSB{(vFl>ARCqqc-jrf45Ky
zsUReFQ}fD8WA5{USOU>jS2JGB(`vXq#ukzB)m3bM5Th&(zVe`;@aD57u42Ogw!|9<
zEJ=B-q^*3p`a>?m{YkDOzO%mwk<k{hf>8KIN!wOWYW2o*bDTr_3AI82`i9@Lda1Zk
zor@h$k`@Omp;K*j_U-YV2L>HGrWc|>+d@C3jd39Rouz)_d0=~=&V4~0efl`)qY=D{
z>b~yR+FaQF;6w3}XwiyXXT7rCpvI}M@v=D)w!K?WuH<u9^yJHaP|pn{ma9a{<aU}`
zYkv3H36XPHZ$WzWd3U~BTFRUCK&yII>Aer2O?!+Z9eq}ksNJ_FccyJGsG6uMwkbYV
zF-Oe4s@~{WudVXMbZ)W*h?k_3-kpQO6U47L3QXlL#B%Q#S9{hk7Lnl=Z6;x*D^IfQ
zJ2Y0gJavWOB-P;?aaUHA&5Jj>Z%;894-)aWly^h?C+8P1k}@(Ua#~+~9mHH0M&wu8
zB6%P#ZCeqmt?`sc8q%ah$)StjBBz?ow6e~u@sz#w#xg*}gy7HriRB;@)G*}J1O4A4
z_){+SZF2G{I{W_hF?DLL%Y#<u(W>LfasRck-%bc&B4xk#J!>WipI=tIo5op7M@QUM
zSyGM!pz=RAMBv`#as?P$SO|b}9|94{vZ5!Ox5so6R4z1`cCVGV|GSJBm!?myEHY~B
zc28HP1n&uZzA2g;Yppn~k2^!#)pn*oQ%3UAeG##%<NlqiJla23zF_l$_L@AFwh>@V
z+d@10#kMY}-ef=>Jkg1{`tHPJSGQ6M@$g%AKnXU=!Ws-SsN6YBDUo!JcC380nFh;x
zm1&YIagccu*I9M?pg>syAi?{;@p8XmDeC3r7RzJO{@zEpnUfnMsFLpejP(I2erZ?X
zo`UyaS(RzVnjhrlr~%-%8h4jNhk|xvq@g5FK$t`HrK5wm4nb6-e%{as@=5yFzw|Kc
zGUrcB`BVNw85=|fUFOSS@5z+7l0HQz+F1@tXh=O}Z&&K<+a-m#zQV@s!M97$2=8|f
z&2qj_`o~eQ+v|9O(Y<@;_wT=%(~8zEe39*U%66#H_BT%QK5}wPu+;$(5fiu)mrdjp
zDw($RF?y8jo((!AuXWQ6#_N3PTwR?)ugF@OH00eMlU*MyB-^ciQZTABa2~EO5qW(A
zy?;#=w1DOG9>Msp)&KpM4<E09sr5dH5L4ginxz7GmAJxuf1pY1z6p(m`IyCVs7WjX
z<j<$POCO0KQZGd}+fOv`b-vAwy>^K>l0}zaZr>=M1yMlN)3XZJgU~_je03*O+l-%_
z^CAyV{q@{JQj$j;e0OnQHm_f=%7xuk!MVTjs+dDfsnc=BOE5tk1+RRpK~?|?uTk*@
z#+TtuCIQD!vx3_E%EjPo`s6h$hP|>B7@oy+ZseD%P%8GiAgR`&*1jp9WTzNbryzD;
zvS}j`j{~0~E>C!XQ4u=2K@>@AH=7-VKbohI9>EFZd09~i4Yk-hJsBofkxpA0r*~8&
zwpCk``KED3g+p?Wr0pd5dS9Q@VLMxBLSG_U(9e<b0cJ72&o;1qduXr?bSr6Uf3*6-
z;}h8Cbw`thf~_N4xwwCAukK5PL~^pR$t?Bak}ug3mu`7%!iq&=epVj%{;f~)IBalC
zKafUib=e%C6?Smg+d%Z6(ABHZXWb!bUfcmh8jZKH)9&9LYM$WK<XhG>$GLA^d+w)u
zx`d>x%TQwTrDSSaH-cf!j$4Srd4WRegz~FIFsKVRZRDT+HHaJC)8Wu#TvPl#^L57Z
z2N`P*6)QXTHEi&=UARyteifT{y2NV^oCyv?3GUa*q|dAQ>eWN*J4w@kId39g<ST7T
z_7A^jt*Kqa)H8_pXZ)rZ_F#T``D9ZphTXiPz}zmuGGVk)HClo3dptR5-{Y!ar}oYy
zf&Hqy{2qS<q{r<xTjg+@VQsseLHDeWgrbd@v7^=hX}Hj*q8z&T@ckuqOjm-RjsU?C
zdh;8faT45lQnPPaSc^+c=fL-U8Bb`|^v}@d->B+Y-^@GYp8P5xJr7_zd>F9dEbQv6
zoLTJ&ggZb3ZN=txMi)uLH*alRr!z0#o>Y92*ngT`>vf6nOWDNvd1auC-UeY4qCS;Z
ztSpou=NdD*HMNj)N3DhNP_&3Am+JYkVHXG_QZDPY3B7gzN4n)(xo?V$V>iOG_q%LA
zA3K)J%K3hzT6*EfpjZPW5|iC$Xa3h)SN4;iQ(ttJc9k?8dhgsv;=X68I7`DnLKY_w
z`~JAzzpo{c?2oY;^@@LNfd^Sct8#f&$K&(PvwkiMPKFY-RncWGgYQa~?-;-3Br2UR
z1=YacwRhC-R_<e+?^}5rr!KZAFr<9TUmra0L7oeG+h;qPL*z_1i`2JJ3EXBHKK7DT
zNW8^_UX(^__mMRP5+ntBOV)*9R>mMk(~q~ZRjtd)X){b_*atgWd~yx%C1A5>=#-%E
zVIhU(m3P7s?F@JeYHgHkF!YJN6mB&1jdiX=ApMjOeX+!+`+mw}bIWPeS?FBjhSf}V
z_K#BiHyQ0_7r;Ujj$k-D8oNWi<uNccZjT8(2WHaCwvC`l;aD4wyjkfVH@#c0jRsO;
zalA8nZsKDp-lgGw^PHD*WhDL#_rXRDkLJseiSO7gUq04h1*_|n?_r43J#+JOeSy@&
zao+0|>pQC*v9r!2dK%JB-CVCh<<n#b(K^0^WQ3$>&G=dVVpYX%T40p$?my4d8w~EG
zgx@_&8@a;xRebnlPeXfg{jJf0TB&qW<?v91o23xSZ}WDekOkEXs*)vJ3uD0lz5#8g
zl;r(&C2zG%^V)GtQ|}UFJJbwj^C*wuP*2jF8i{I#xp->-{--&2R8>L8qYkzXhB=|&
zaM2+ytz-&(4SN@(tP!r{W!swpiJGO5PxqRrn{gU~?%RGTni8_8m`1G-5@Ose)xYpw
z$n`EAWNIIT9qsDd8XB@``B`eYN6IPoI(!Zp`Oa%zkViI~nwvsBBk$A79ro^<xN|R2
z=rz~2aemFt;oixVuQQZbh37r-goI5FIIGZ%&p~z|&T>xHXFQl{^G5w03CLor+-KQQ
z1(UW2`-0~K$Lv|pVr1Ih3t6TVRFZ7|P2shSG5$z|{^uYc7k;Q?UgwD{7g-SX#kkIL
z_VGTt6DgiDB8ghBtgQNEnO`~PL+@S7q{o(u$j`JR@p$@KUtb<$4o9+-(q{SWYaV_d
z7!VE%lgVjSy<uMGa;S(gQnr!5m~d^|vm#)@fA`{al6U&72V^wwLFs{keOhUGdugPE
z#n)YwJNhrKgv=N>@fnx%l$NctrHbTniRFm}KRT4l7<%+?3eX=cYd9%(3beJR=n^3$
z^Hnvxxd}7Xxc+APg!&yb@kp!A>${ml)Tg5M>s>|wysPI|RT*Voji86N8F-xBQr5cr
z5aO8W>$BA3>XxAo@VcdY%m_X09rU|Jp`YwQ<I?dP;AH5B2s*q5$e`#Nt%m{v$Ezj2
zy$?zr;E#bpuVuvi8}3SV_wJmLUM>R}2>M3Xo^+?mOzhaL+WUO{)flf`hu)L5LZ*W?
z7cR7>XE~}OdH!f86ncXCT>NmY(-Tks=_Hs3?ViAUOSs~lmX@-5!TRa?*pc_Ex?~L`
zk4Oe;J;%VdK~{<6W?B0<iqp@rOjS3lkU5Jj^P^n_Kx)|%`;U}lGJdRn1B0ON=hw_1
zHZKiGav7=AL4wu68TMBZeteSqxrHRVjD)<5Z9t9__0(oL-hBFstK7n^$bbB5<lTla
z9EtCKn7(BV1Hqy$piwH18b?T2ZI#pFUIf8|9mEh0j_;Wg#{%m@4dyg0KP=|iF`Z%+
zGXarAilKxaPa6F;TMRnufJZUeS4D*i`7?!=Xx-Smg3txEd?_!GzuCk4i1EJH+p&@$
zf#>Fadb{&P4cIb_ty#|8Ka$xCD*M3UXmI|7!r@QD@N1M02Y&3EU8Wsv8S-6iMPmQK
zzL)i*eKo?j1PWtkrSCsHl7qFab~cWLeSla(|6qOZ?sMmOPb#~AHxjGxlEi<PLISFc
z?0Y0QTgFK=`Fo+Y*FXjk^_jIn06GEB^)^H8><7hSV{y2)j|BQ^?x#<Yu2%jzZ53M#
z<<xLQMp4mSq_&nq;I{PlO!08oHQ3<8?|qVdAa-f1)8$T$T1uKOw8Ao|hCA)~z&|T7
zTG2)>QxQ*wt@3&CJyPKew|<$2OtAcxhheu+L4d*G5`e;3yZT%OYoSkmF`5_u3&HHB
z-=J@XOA$v{o{g6(Kl=L>kZ<&0un?C8p2)>8JeZWsBq4L$v<-QCS-6r*|6*)w^E+zL
zB}9!+-tXd0b%13HeP<RDCWbosQvrMNh%K7tH}7~DCtC~UU?lu8gC-c+)-aTKZQquv
zBo)jg!Md)d>VnzX%zKtX8*)vs1dU?gd<`(E7`OHE>GIi}gOktsI`plN7=D#dC!IHw
z)fyFB*$;X5H^={55dZZTnvm1tF*8R_rCVS0Mk{yZJSI5&o824da{<UT_4CHiQzS61
zFdSw(a>v0Tj{a}4m*e5X_m21igJ`!-%{_Y6@#)t8VSZuh={32ncl0!PssNLU|C+);
zQN}H0{}BVAc|VM8oivVxK$u_FR4_m?9(6F@YK7ul-ytbGnMCk<D8sP-!%D>YZ8kT<
z-@k_576Cfpmlycsy!i%RFB@bzYfv2BJqgI5!w^+fzziUP!pk`nI*EC^5V#OD=^EsJ
zhra02xj>WtU&ncU+j}Cz!-4c-tjvc3v(8`N5ccTKi8C~9nA;LVN!ApZ18c4!D941*
zKYu3LOVg?E+j{2arlz=Lk=HnsnWADTsCgi0;|urbfT;<SPk5Et&TZ|=hqvyYs+b?|
z>4Wlr9EMjQ`3ayx-#a+NM|#hJ1^vC^(!#DxS!KkpuK)THyEw4z{AX2@@t<B>tuD?&
z-%v_$`1Zk3ry$4~kUhW0bBB&pd-Ql=eN*j%lr)3>0{bZ#X&SQi+ApwAF~7U|Z$4F>
z`N?aiDo&bakKJ(ZErQX<^2gI^_^ZcP-iLy)ojo`BCL@2-jAt8&LxXdr2?TS@{+Fh%
z3rFI->-TpNmyExcID^^CxVUujR8i*$Ku+|O`pLGs1(ARsZp+7YpKPeMLHPATKFsV%
zWb8mO1}$@cvJm*Rgpb+}lXIo=R+xEuy2NI_LV|K@f7M455F^vTDp!fOLd{!m_=VY(
zkYR-Iant>fbPZtO3m6|Xau}I}PKGZeU!+SacW&JHMTvbS3o9I_rfd!tQtXn1F^Z5B
zc4qLHZ=uOH?pQzTKQpDn3-TxdzQl%q<+r}s6rX(++yY6S_Xb#<O?UjX-xS0Wr*BS}
z^8z@WT7F$tzL)W>A_9%Qm!0<oi|GTuPnbU4#KkNzOS7gT2<t-vd}e!C6FpWd(}1?f
z>pZPH-eA(q=jsiBu0R_@sZDB;sTa&<e9hNI03&26Bv5Xpn{V~Uu6(N~qDgu4uCetI
z{mVF)Uy%_QpOjhY+s}>Aun&QGprY7Rye<n$AB{-y0I7rhejzP`a}=4<?f^JwD)K~v
zx2$W-E1hxUSO&iTv>Mg8NbUb|RREIyy?RqOy0cS36VL(CrKNyceR|*z-wiNPOd{`F
zWHn9|GK18A)|_rZ`k$lg)emzaYvx48(Br9KPZU7-H+~EqheY4xqpyT*aC7ty)bGof
z<b&0`w+kP+rR>wD4Aw8p>|bjE9IS;U)jyZI(l~1!SRJ}E;RDD%zg`ESGio;-4y7`p
zlfqSYs)`n>V<wbF*FVl0MqXCiXLl%;Q9pF=KGjEiTuHM$6)$V+S%v+4;vd?-{L31a
zCUf>jpn9w#Fhr$!FDgGw9AimfQ_QqHHQ1w(=4!^FVXkWMjeKwFlp^2iNek+Y@8I7u
z%KEp*EJoQB&;3IsTL6{lzosdCg$<Qm7${9*C!g)^6F+pqhR>_!^0?F9gx9u5FtGdn
zNp*A}m!cF_uiOHWM67IQ=Wou_)GlC62s?w8{j~!}kR)wIfPZ2s=U}}!M#uuU9sFjF
zbPsAJ1UySWHoEMoN@V-7ukK*b0Ah@Pi8d!F?oDgX)rEuTE|0}}!Dw#V087;BCN1aA
zlN%(VL7~(V)W!xI5lP9?vAhI~3)Pf;X!$+w0VMtPdhqwNRzv@ahLk_Q;m*K*1BL6=
zvJqeEMn;+=#9;gkL`dzGgPrmFo!e7O)}N2=(_$id?~S7Y{l7b96b>?u)q{$2w$Vge
z?sTa}EAJ%==M89IXFrz%y96XC*)PW$wbAW3xw6n^3gY?Nv9tCh{@V$zW)dl(3U6gy
z(D1^6<qp|6R6l30Lkha>OYs!i0$lpoK2HYKkarjL-gR3435>hyp2+X{Z9b<}?bYQM
zT}+4C8PR8jfDi>a@Tj`L7}P<@i2u|B`n<rKC?!{8L5LGfAeZ^dTDPf{cy(_7cKt@L
zfpp8n*;T3nGwj&0z7=?k5#P^JRlmaOJ)7Li=x*OkOTOt8)g3d;Q}aOUcb?wIA10Ur
z{GWfim?ZnLMj@T_Ynsakn*0J(7B+mNzrfQFeT?VJwyzkP0s;4kzT5Td`wdMrTtY5@
zdl|sk8vpe1T=M3?C|tJ|7IoIoF&C<eEpHzp7}vo@eX}gj>F{O|4}YasLMOC9=KU1r
zW(mni1AqfwzTUl5&N~0zB==Fv#C2Zd*k@;e@nq_xA#?;jf2&L!ojyLS3RIOtl#om-
z`+xWGbBkZ`CApT&n>}j9q|27UE>9+k_bP#O!N0Q>eS==YzNVFr8CzPOuL@K$j(x%&
z%+${WTaE9Aq99*@#X0g~{#KM#pWojq79wJU%D6c~M->jAUt~Xhgry_-GhqPGXK>nA
zICaYoIB?%^0qSIm=~*jg>|VtIsn_k!ap=v7lXe}kC?Btwc1u3$@UH|oquc?=s%H%$
z>Hh*nrQ4ND>dd)}EaIUl=C#gG#_Ilp#uR<PYV<q|%)k1V=}Ec4)O5_0l~Yq9Hl`J~
z6}2@Ts~cIh5}!ikSB+!C!K13OWIsuKJc}f>@vV1n$<Hes%GEdq(u8nOyr2?IJfpxu
zluTH?6L|e+K>fMV0&p#cx5Q@ut4%Vto6iCkqc`nA36E3|+lRXO7}Ot;vh)o6KZnZ<
zpXnQ4-IL;xHXteXiv0aRD8sW#hmHke?gB#Kz=0of#-_G}uikuWc(mWen#GIjO@*5+
zHK$}ukmu2cxN4%t%3zF;;|X9@<fS>d6x*>8MBZ@KYeKCq&$jk6IR?nyUObKFf~2{B
zQ>$nV;YMlYuXXJY_;3;eIr6vePfK;8Hd^uLI4z+3i1~!DYu*%!O!%-5Y5Vuae=?CC
z^n;||J@N+_6JX*d$}MeiK+-OrckB}kNd<<WbBO>JLyzR(SJ;l<hq6`6L}&|1{D>e`
zy4{6f!JiX_^n6b(7?%%o9O>-52C3A*S5vtE1wP`xzz5M>%aeIVVos5H@!k2#d&QOF
zQs6|hsDrg{a`>^TPv27U)!f)T=&&;I0$8#2=V@U{9ve;zfN*yC@YI>k5df+f=xV$H
zP=Od#t7jQ967+1|Ci`?`fY<3H7I}@jmBHoL>iF?2hE$@u98QuVAD;SV@eyMUAPDGB
zhn~Cy+7K}W2AJ$R<Iyft^LBRw7h@9p^cleCbQ-R|0a&iM0=J8z8X=MD^xGNvut6hf
z>h;ax4dV4x@)W7DGbH=pEoNyglj;q4nrmrGm`0I@HrC4HxV~Qrwrl@c0uLMptGF?@
z9iAZbn@bF->6XXAOZguJukwHZ8L9_El=YvI)#Be6aqcs}+5G50BN!h)rbY|$@W$q$
zR6NCw(9Y|{`ng7QXDNPb3v6qEjVfCr&#Rts@vE@(8m3n#B6ZB+c-AmHoa#4!6%{F4
z0n?>1FbT_(n8T2)5lCk$OCnnlX1FxF4iO_3Yh=yv`{b8G&Bu9`K6x^3B&d}NVsqdT
zTLmNfp$uTR%jY*no93VbvGg2{RCpQ3!4KY#j%STRvb<;Ol50a5yqMmns{DV#c@=v$
z1~e}{;GO8(xm}GMr^8m*2Kr@_n}q1VC5}x<<T<dmTFcx`=m1w}F@LM;(9+mz*H%f?
zVkHpJAzGXxV27R1<W*QTa4648yUYNeGB2j%$luY=&Xj56uDY1IAnb*IMf$w?G9*RE
z`YhNXlhay|;c9joWM**UW4E9-V)WJL&<_gkP*SBnl1Fv6;BWXA<Lpplz?)(Ar~D<W
z=)c5So&ksx{L(Os;QhkNYu%!Jk$5FNKm3~<WEOxSddfA9eUST?70w_YPDhi<RF^wU
z=~qy))PP#05Z{<pZF>>!#$N>$l3NPU=c<HLYXnaLgVqU<dm(1l6-&mxKb~Ywyb`rB
zvSxXh`8V6{U4G9g2riH2pie&i1JQmQj)s(fQRTLQp{u%%vvvK2Pilq0s;w2A&QyO6
zFCoMhO$?9kA?}ULPZ64x<R>J9!JSz}GegRa%SimYf57_mzn>LZNr=YURGV@IuG@7D
z4P_Jgg`_q%4rb)!Sb=$T{_nS%-}a>Rr;|=(=p>Xj=U0$&CH6~1^KvGD%LwT@IGCGP
zZCqN{q}VMjwI+ZS^g%>MOcq>L%(_yT8KU~Ci&iSdjh@}8z$^=-@5voN4Op77hJ8#<
zaMi_^@&L-beN%DHQ7)hM$c!MX4p_K{ZL-3bNrR7$M2CHB9|S)`%T)zVet=D-m?J7=
z&?GFIYCs#b;LOLq2T6l@<f;{i;XM{oXe>~fXM(>Mn?%+B95>SYsN&os!u2MiO{9!G
zsD$r4H5Iq^!@SAO1;UieFUos)rusqr4CVbBKX{2Hu(ei%@ujnUHfuG_i{TL*whfmL
zkOVx|tFDo1lT7yCdB)zYl~P{{!JXH<E=RB=x6Q#f&B;$o7~sntB&pOwpao=4d!-gV
zSh+$t=yXwYZqCwS$$n=?SF!3N^6uljkq7Gva`+dp;?jdo`_YC5Mn+(NRk8@TjVETv
zgKGZlODr>pI0l{VYDEvod2?!m5Fu?kAWb<iV13t_4KJhO4gD9WBLj5hYT^k4!`ZX=
zh;EcuV0-8AAp7+SRWneRk=e~*vuS37zo(YTOrKS<AQtq|Q?(o~x8y^w$p`+*&TRLF
zAqMBC6)4s8xuQ=T>JT07xS6!#J=^FjcE5AxsqkEB1(xEAT`yF=XTi(ooNfn=xI0p%
zhCE;3#*z%|jx2aUx*&(<@fhohQCW!HaLtM~4=?Zg;zv550FRW%)r_2Pf7XA&j$4bu
z=?oot#4Sz1WAMYSd_Nj^6`?N0tRG}tS&K2lCsBi;y$y22i8?{Q2vGIa{`<5yp6eOB
zn6J;35Artt)$zt=wmytRY}<C~&`Q#P^n)AN*=TlQK&_C`<{)5ygL#c_!1klln{)nA
zQ}m9hR+cfGP%8^*Ja&l{qI#8i?k|=XgBgT06&*1no_m9P*O6}n07|X+VcFRfvm1_2
zYJJ8eam~UJJ37@KG;L5;9Gju7V5J?Fe0m+;re{BWcqmCDHH0lxJOn*(<MC+!`54jT
zH<FDF4%Q!2WQBYmKy)4|@~HphvB<q}+<L*t`p83dpG%N3VSqZ($H2CjQaN?v@Y!ZI
zuq}SCiHl4APxJ7YKGXv;`zb(@sfTnN3upa$%hmQgs300w3Sf}vcKBQ@(w6>pG<O#C
zRo(LBHO@a%C7E1}emoRJhQkdztjpYQ18b&BL%|MIwj?&*U_M82)ldCvnz5HG3w2F{
zpzrOac|d{us;9cpC_dqkn(^tozg(2R5a62}=+~EPnZ7p^+Ma(tR$ctb(rdsW5!{HB
zZ>hy_DhHYsVyBZJtNs3xg0=*4?O+$V;wDl-i-+K56^vj=*Z!;TEtOfj@lMp5?DYu(
zX-)%v{A;C5UGeKxuX-0ya9}C8>B$jZ{h&U3TKmvzWQ#Da@;_bx)_xs}HHk>BJsL2n
z)@gX3YgMfqgSuXy&aMi={3Dx^?B98cPRW~2B~3r*kWo0wSX-RmXifmrlh`2F(*)&H
zGKqb{{Esg907J#CA_qIgA##u9CG;=&`Fl4Fwa&-(j>e1ZN#zX3as%zMuIiopDyu`Z
zoC@=Uv!%!oltQ|RAwQ>%zh&(QYKt9D_xUms7TeF>byNumEp~2LOZr^Ad1T}!JxhVo
zX|)+fXy4m4C8BnE4=n(H_s3*Da^ebWHxoo#l}<v5eC=dRu~Pkqv^gcAZrH^kznC0a
zgGm;jdDRN=bmX#qFL?gt`JtC#if->Apf)G{F|Say*au*^6t0GsQV7ghcgwKW=t%OQ
z_}{UBD0xjkvjM}g<7MY2z|zlJ%mp%`;BiAJYTofw1g*U5a&@6;a^O!LQ26fiI$cD9
z!PSawwwVhUgIgy(q`d*YCQhoyRo;3E6eo3Zb)f3(>;*7}5W3DmZi|@P=X9t*W2mHo
z@nbL)+ey_x&*=iM2TMw{(MfTJQV4q+$F1KY+-(XLQ#O7zLw>F1d!@{=hxSL_;hB2l
zG31cWjp3;*Hb`_Zoj1E2%&PTw`JuaxubeYc*>r!JXJPQ{%dz{c=}$3#%t3EGn;l{A
z|4wvOeckC$RL5y>r_-iOpHJbd8-S?v*d;qE97_hxd?x%Exb0?&ZcV21Y_|Rs>^A~1
zXv_gjauFeP!2U;|?Wtc+oV^2Dy}kX^(7-&Ccv$QPS{$NIDYILBH%H!>Y`GY8Np8rE
zX<AF8MZ#DX6A7BYz_~w-49pQ6#1UCQ|AWn&dq>&NN2D%|AK-~(&FT<#`hN)>?ht)a
z+f^~BxpP&8DNPy-cB$72us|@X_FvLBTg3$$g59a+SLnM5wL+{UvVcOas`?klBZ6n8
zQy>pYAnXw_ddgbLTR&Hu(%!!?jtxG^et{LTvKRE#9}jNPNqndvVf!Biksd>4D}3Pk
zo>q*pToeCNw%9F~*90Av-{&&CBFxFntOraJ0|4oq%wbc#Hl*y<Gstz-{^h^%WQR|u
z!l!Xe9XA>LE$a48ElH9oOA(ZBrVs45oD6?Uz`CVG0@lq@knqPc*!@Xi@>(l&sp(@-
zOs=Ia;MyZuZr-djd@quJhQ4Y-oUZ^RbRvh1`No3FDXJCp%{k9*SYq~+*3($qkxQHN
zN(M+CvCB9J8N@JjQpYvw<$<8x;R%XukUH}G%Sa<M7Hj~b?;P1U_Thi!$-23z#uPct
ze^^KB2#_N`@Y%G>wJPF6PIdqAGJ<{MgL5RxBENqSvJ@60VcYxRee<L#+04`VZdNHh
zz=PO$V8G(36K&;P_yar~1{tGQJ_i`$RNnLqad{^FXNLXnh&*|0-uI)8;*{6PP)`?H
z?h0WsXmgcKfDPosCrM0i)52Umn~P3RCPskSChjgk!m1Zs=KCdLym&wzZU%-y=3FF+
z`2!pI(Jy%1^hr|+iRnNpFyf!Er^s26h?wDO_>(e&=ac7#TXCLE%XOJRf;s(9%Pels
zZSSA&ftM(R^!hRW*az|2_`QCsSx0W$2441);8A~~5zx23(!tKaZV3WRnvUf)=L!WM
zfRJEv4W2ByY`ia7AvyGYrmC-sDujCG&KO7t{Ug-6+UK74$PX?JbANYZ4M94y7VB}&
z9q8Y;zQ~e_go=LV(ii@{k=OUXVI}d!K4%4N*Z|Bi@Q9WQ!Og6qG-Z3cWU@k1|Mves
zjv9_*3CICtETGrkUaR<FMz}ms09&7Dl`musryV~B1PsE8;h};P9P866qfv2=0$>@g
z-RI_~aGj&{Oo^gp+sYv5LW!zn`SKOMn&<@J!nE?60c@3;KxMG~@Zk6mHzfMZ|K(3v
zle=~;4=gOLDnNX<RsBZ&S4cA+SoR|PmVO0dk5)o>_?)y;mppy1uYO5&KyPC@!S#hz
zP@OBVctBKL=nL-udAxm_(JBxXf$>b?-+6K!d^x>?3}Enlg%iN$kONn*zBK~&7>I`J
zm#v7~n(7v00RZG7kitEV>HmL5A&s2ei|Il4LG=NNv{0$s)jluT+0u69DEL+6ZPzMn
z>sM{SJ%clU>%Jlc_*=l;g1z5vU<TaLL55ti-N~kxL@)VI{~uaGSHHe+l64ima4_B&
z-SsyiU0+Enxs;d+#1p)1Rk4oOC{_(z91Wq%6#O1d0`#k;*we>c+I>vEd@9}+Nb?Z1
z7RUdwYx&GLpR)s06f}U{*xx_PioEe*$aDN|v%NI%p&L??yonAEjgs~h8oHLt?`2lJ
zC()eewpmkiO70T7Q@vEM*NMabS0|*aQ#FCb5x^NpdP^y6+hhHmO0<bw;`zU++fXt=
zgqc_0;jxby*p--CvqNL^9X;(278DpN#Fy#t_fDJhXI=xonI3h42Wd(3|ImU$@4Do~
zv|9pkWIx2v?(t)@DeFZv7_HMWtB-+X1%aeq+a$<M7S*dnW$iA$2So7=YwIe*d-p)S
z2dqt9zSF19FDTg`HFxWM3Pfs%A#Ts=_CNQXGpzbS-1SY}0hpXlxU!$C!qkUA`z3og
z>K}>+0JY?t4!`KGj{|*>gk<Q_&eAJA{!4-%lr=y;GdRi55Byj9(q4y;G<TA!gpOX@
z%KKfhs&4Mqd@J422v@n)M$Wl&Gqmy#fiUs;uPF~AGWWaqD0rcZboo+?V5?k>FVVgj
zq(ue@I}3ftKlJn%XG^G6y?OZuJl6d0A#~=9jLbXWSr{~SoE-62x#(Jz(K;Scb4G6H
zkEN6A=mjLwq-b?Sr>M{7xc$<Erjv6{OfqbL5mm=mLV3S_rE|_U?n{vkD})&es4zc2
zrZYTu`urVy<ab{?rsbW_KBe^Bo-8Yac>U57NxLnPHMK82Ihldy<Vi#6)$mg{i~c{p
z-a4$w_Wd89iSZx?h>{l4pi<HZB1+dlT0v@bciEEC9nvt^q&pNPrN<^QP<o7pF>364
z&3Hf0=Qw`H@BYt&ZQl2FpVt|$^L1V?zq(osvty?9PziSXBKiC9<5mO`8MVId*~%iq
zH&W8oS*mGbvIKX4LcL(U@Bw{~M?ZHbQTc_Z{Naxi{4}pepX&&2KP%nLks^Dbx+GR$
z%tD@^E(tS%YJ3ThzVRtM<>7GCL7MEsQ9ZKEow2<a?Af)ovORZ~NFcuten7i&8X6ZX
zuYOWpqNwQtvc6J&nbZ-zK5Zh>$*v~x5N#-8Gfln<jolAm?t#JD4gv_T83VXO=u`7E
z7<}A?Kz)9S65KeE9MN9!$XG^%v<qtY&Wh-vj<2GZZZR~0sojJW*MT5sB6hB;PaWrf
zc$(MdfWstZ<KB=thk%!J*24MU??L?<%ifTA=~|d-j?kFfT>8wk8WTtK%^~jMmI&q-
za?XRrWHpOkF++E(xuLO{%6JQTFOWU;W7C))UX+d0c>8%`z0ZrcZx<_*Z|0>R_=}P@
zQ$?ByM4C=GfH`$du-6!cUE56nctq)QndPnUlKfs=TenXsCiE)1TV^=xc_nH?V;@1y
zYhvQ#AGxW#iitJP*)pMb(Zy(kCH!nuYM!X^lNH#C>2zaEEchg$F8(wMt@H4v+<U&j
zdC&x#&W>RDQ74VB$hq3-*!1bsRq&QKu>lw(q2Z4oT1t#Cdla)sZ~E}zX+PnhzU|z(
z;l>6N_r-SUP$#ejYwNO#ILR1mN5_Yib|JaBcB8xIj<?83nLrt@kSqSvr=JfGq~LIP
zXm;+x!l~gBGxgW&|JZjvb3d546YPlQuz^|Schs>&rXKRvcu8$ucDcXY3U-RC(Cmbn
zWuIwmRE@m*0TZA=a3$8|=E@erYj_wtD%@-wY|Yx}42$u814Bdf1{{?LqWpP%`@Fh3
z{(+68D`X6Aag*49DB>ZK0<4?-y1L5lNTh5KYW3T`%{V)wz`4DR6T`MT&NWY+cDFD?
zq5<2Fp-`}R!%Y~do*o|^-PX^$!$l9>DmJRYgw5pUMSVB7ni$cS%i20|kL173KdUV*
zEm~?~tf(*}GZ!P=rP5?~(N*Lt@kXu`c2o;Uwdp+5<KiyNn6ZvZzlNc_4_K3@BgqGK
zDPEJGN-@iZ*TX-b-0-=C{*o&;JXXS6xn|HKt}5mJ#mAJf3FWt!9Pqwuj)_x0tBHnJ
z#yQ5k%y~cqG~<FG2b<E!_LYNGnw_m~%L344VgTU&wH@`OuWc-B0^?fMWa&eXJibh0
z!MJxcD`^tB4xb<!-CP;JVi~ZYuIIa>(6(u3ov0Brx6y8*r}scrY^_;iba{6?edhfO
z;xCvzzpz9#$th#Z598&9q-XDFZhl|XNT9ic55?W_at7tcgE8k()|n6!4($G0Sx}KU
zH_kz#R<!aO)nJ9()1ObT#16rG8AO}Ja4$(S%R^-$3lj<%kC~k2X#tx4?(<L-*k3X6
zmNU`m68GIMD@xWc9}^8zi}@4NO+BU~ecrvTJ-u32>phc4BgG8{%;Y*@Cl+2#5u;Df
zjk8x__pPmy)OFvBf)~5q5q*ZM-H^i`3Y}RW2NUt2P0trZ?4EH3ra?riSNP+WuvbA%
zF@S9lXwEJxQ@H=^S>4<ARYz6V28U;%-43|xhdf`rXvsP}<$fG~>Cn~0$c%H>V_Fz4
zf&!_6+SF+zt=r-OtaPA!A=15!<9U_)ajThtL5G+RR)88B{*?V53ZpA}JS)F%RQ%R@
z8I=!cc}5<)q!;jJV`xy|EXPq)7-5CwT%?Kgy6ODdw*ce}9AR(y!<2SM7tjkpf^qGn
zBkgTjrZ?C2E(2C0S7~}Ahy@@(N0LHAK?fB~m#u_Ly*#NnR$Zb*IeuWYGAXIEU6wWV
z!0&WnVWC7+a)A8(q@;!H0?sCy7iWhr_s~IAG)Q&8q|fQ8goVLm6+l69HguGVdy`0`
z=zt{cjP$9i*4FLWj^4jtTbt4nhV4nmO8xT*Vdv=hSlE7%VGy%SI#TB{Ra*Kjfl)Vg
zqHF_$X*98zCROkzS9Y!VR~d70cPU6|D?PKUb}*l*o6{7Zs2cGakMDSv{oyB;IM><L
z^=z!#qj#!kj$XWtOCStt$G}}noWG^B0iscwp~O|BWW$m5SO+OCp`qCI?=<{TFnQK>
z2(2s-yB;pBV6R+DX15-Yz{#wHpIGb`aq}wjdY(e=z)=Fg_-krrXHr;GY+a)dAM5g|
z`&M`~%VlXPG7X&#dLc(o>456v5htIWp)+2K<l=aE6N#RZx8<pdJzlQ<$x~41DwW4u
zx#9I?F40n?Gl0BizSC2ju4B~60oHnFn)7Qk{?@HqH|PyrBMgaQgVU=tiv_hQ8Y~Ah
z8_pvI03$jMX`cLYf#!W{D?`nb9;`E-H$Cq4YX(mKu1<DKNAfAim7T}0{!GY$K%v-2
z<G)G|G7HBc^P_i43RL6#mS___W+JA;S9~o{-HS4}yPn;-9t4ZNIm0Rye?z=Q`gN-<
z>!nMfH<(J14(hwR?$eSz&4DgwADxwxlN-RM27Js$5S4Uw9mc0#np0m1sv8+mw6^_5
zo|SCbUh6+rdH?cz&TE<0LXk&3g5PRuKg&VzJ(dBi6_7g$IyOGO3(}&fu6Mpp<1{li
zCVOAnsq8Kntu)z<3X45?jPX%;9z=EgxOvNKyX$u7z=_62=B(C{M!zT1FKXPw3HI$D
zcUr3Nx4vH09}SyJ{8q<0Vt!^?h-#i;#Q`KP{pAY*1m0+HLs}E5Rc1q&roE@Utv=PW
zAII}2e1fW^C3gx9eYzZGx=bXD!_yGUEjNN>fwkYc)c?lp!$)+Hm!TA~CIBq5`X-pp
zIM^tpG9RM0TqobTVwx;o*|mKF^C?IZxbx_yrv32!i9uvndb+m?DCXOxe1tj_BK(lP
zTSeEiOP}Mfol8X^jCU3={#QM)_c8)fUcY{AzD#E`bDEwhx*B2tktt<%Luu<d6WV4d
zGm_nabZq1?BL`06!2N=Peg}Dox+$2Nk=XjK<V+^f=ku|BJhC+k<x6o1H7xm|P`dj%
z(NOzzwxOL}4$4{W!td|Ae@IO&{z8u%-Wjs|qVn6-+J**kFtTJBXz$_C^bd*qtTP^+
z%6h~6z_GB{z$d%P!*XJ2bb@+G=&;Y5H!hiYziXu%EhV8e_&Zeikyi^05n<9cFs=u(
zjvfbkoKUFv3y(0!cxR_`0URC^9Gn`!@U(8_Ku?M*qbh*_SahWhBz^C_<J05NvYg6X
zO}9rfpY9VrnR28A1zq(z*b$jofU5yeT^$8hWM-XT@`{qaY7FR*=JQc;h#6FEJ=CJq
z1cBP~<7oZ>|8=O><gmNf8f)@15b@6>RKh8~T+e&x(VfPtwKM|9zr8+?_VHk`)FN#=
z?Mv?YD}>rT9LUv(D)(=)iqyFpDI^<m7WR)~<o&R#&#cQVI?$O8BOKNy+3PCF>h}|F
zVG>9^BvQY}tjAoE&s@*9)SWS(IfAdm>}_I7uW0&4F5+j3&v=_o{<-TI*npV`opjO3
zaZ4bnHT#oLJCnPCYFtVLM+8Fl)ipJbNJ>uWP}exbS}3m+=BnTmz)9gUi5&ka7-0$B
z$sUD9bprcauUoh5dQqQVv<X>vjwY?HQd55A_jR`K`H|Hi=ciAve*Ic6KjHUCRW-=j
zc|GK`J9)=AV{vhRvLq$Nmqa3-d^2;{+;Wanq)J9lZ>O_skGvxPwWjA-ZO;Um^DDK6
zuP->#=QAxcGhYasW=YAp;NVkQ%E~V%r>>KUfu*<fcr?E5C6q2T1;7Rt!)gPXn_P$J
zXkTT_a&oo5CO@vSPqwd_@dZMufg(Rks29d+a`Y=;wqmEwz7J>V)>+c>gx&tpDKbjL
zHSjhqjIthR`x?gZ*<tTjx!Qh+*+Z<4_S$_Whh8SudT&}4Z}ch&GP7l<B&}EKr={ns
zilkbKoq{w+fFoWFdV89T<lYpcTWE~hb^w{LH|q=FUHrN7pT_a-X%-Y1DYxavuv8i4
zmnW{+bd>TBHLbAyXU#sYp9Y6PqwYpVeh3czr+Di*wx~#AW@h+Vg#|Y^x5@CZmzX<`
zf}WmNXHU=I&z8he{gAkg*vQD@3+(IK>QA`&T6i_fnV6W0s;f_Y{VERx+mtmleilNx
z3%A`24YPUTPJC^Bz#%17SS?e<vvW*X#mBvDi?tlqu{mn~E~M!5#N}oWdHGkI>{T+6
z=f=1e_|eD-pfI@%B%n@M@$-@uFDhl%jtx+RoSraC#^qS#VSrT4DreiB(u(y8yOGT`
zRim*5ZKHr0Q3lCrMMayZUqbUHbT?cU@U4vc3E}7aX1`5jR)2qp?SIpI`v`;!Y20uZ
z$UErDy+P<8jqO~qZgW6#0}`lYnD}Q{1}q@#z29CqCl{Bp+rpQGa7}BP@M=Xl1%$@n
zAPnv|Dgcy^{;cwqEAsbaj5vau&oVP3=B>OcBrq1-sI{q@&TrqKIyz~krR%PXk1I>d
zHezFA^CW!^bS!42r`p2J@!v~qXJ%*VR~)Ly8<IC}Jg$Jrb4p2RitY&et?oF~;znGC
zR%TDT&Hr#3KD`tifgB$&X{JXNUx2sZ62&Sscn39p1R<La<aqT3wLLv4r=&OUZbuvK
zE^c6x#Ovz7zh#uvdQtMlYCxi8_2eFnz7T1+TP!KEc-)8&B}wATtG@W4*q9U+&f435
zBnu%7tjx~S=gro>(|v2LI&dU8<iwTRx6kQ+%!qgp;jiLDWFGo)Pxsg6Ecid0^ZnNl
zX-soad~*0tx_kHTC5aX%FW39joIh_mG&y$subd4?XVg_w+O@2#KH@H|n#s?U#qzdR
z44-nFei)agw_O5+c^{j-HYwg8JM6d7ZA{swIeF=QC1!eGbE=|fnV7Q0+)Pm!LGob?
zU*Y#&cnaBCX_%VU^Tf3)9&|z``ZA1}*ed;>^=I}9fs;SM(Wi%OFbLP~v@$)Vi(6Xi
zXJ>+Bpkn?Kx_PT-Pof+}YmRyE?$8kM%dTN8&apj`@HB8%tg!w5qh#rQsLR~uEwCJZ
z4FsBEzZrvuTTMVj8z4Hg=g${i7O)=z7KV9w(g8O4g;BH@jAx1dM_&~pbl*5lWwdIA
zCO>)dbBml{fIAJ=tM^oQ+PF&C`6+NX@L$t;LQDId_5w4IMahud3t#wvszPnV=_CoZ
zmf0A+dgY#zXSwj>)6__lv|IpqC+Pu=22^LBaa_Ny5cRBTl<vZX4+1?8)yphSlJ|@i
zoSb6DK1-ttn6u<?iQx3$BX4Ldx%hi?UsLk}ZL32aux^d@1dO1ADh=3dK<DOY{kLz1
z2R)$-OI>yW^941m^Nk0(R%5F+%58^kJR*B-G>v@xNhK*zCob;+wIZf95m1{d`n4HI
zSy|6*dPv5C#H|Hbu~D50acr;DqIUt&{&3;&AxPtkbj3f92ap%)5`Pkr;{R}$j4ey<
z!?rf<8H8bBIy}q0-G77*z}bTxYu^mz?>p|D`^L#rjvqEp$H7;&77`yB0a2Wyw!Pz2
zR0Uwm4#Da3HhR@uYq0Mw)But7rV1O~T4B3gJ^uRlh^aOg^D??Zpe|IqJ$bWsKJ%s+
zX;W-`o9&SCP=;~Jfy8?ty(96_s(-F_qo)g;uzxtJTPOc15!nx#fZ8v1Y2}X$U2RFq
z`u_a{aN97;GCJ7Ee)lfE&xtn`8$v~Hwya-Y@YtQtO7*sI_Xvi<-w!2aO_v~TwnFWF
zbuL5HdF|_#WZ7<_HOYsR2;UZ$3w8N>D7uw5{;N`mx`eD>Prb-9ZzlF2)+*)_@=cp7
zsxQ)J^K*Tg?}=aSb;{cDb8v8Ef4SJY-?)<Bs_ds#WjHDuk~?8+-UdzqR_}^?2OD0W
z&Kv~}3WrCMfp}E9b#Gb|-Q~-<Hb_Z@s<DBn((~Id#qz#b;XU?%%Ee{id<X<g00&#n
z3yN1@AkQZ+_>aDV;d0Aa0zK$}5i)enm8q9Kj+mQ2P%zfY3+EMd|2_nQ#8;i-kwRqU
z!H3I(4p4RV_qe-<xPeh!B_h$;Cq)W1OzSBcWDL{6+^V{!neuYW2014$*iY|ML7LfD
zIsX7I;E^(pe{b|_N)l2!F`sNbT5g{?T3b1gu!fHnt_T6Y@aNiYxS;119DYWG`G`<o
zRD}t?A;Mo{<a#QqI;h6<eQTIaffEqQ8_3DI!O6|7=FmjS+9d`&N)=B>O8M~#$5Fq}
z-X%=N_)i1vTaK1ebCUuGlY@Fl;pa>?Agy=xL8`q}uPZG?1~OVkeEUH4G4fFsQme~_
zG47Jj{#um~uU*!MXRA<<J?x5;3b>?u#=Hz%=lh&gd<st=tAz4+E!x!j^wGhb?2im;
zKp;ZugSl?y&zz*G87uX%wMO8)<-0V8A-6)>4F1Lj@S*0<uhM~>WS2@?zO#sNdiLxb
z3KKfaN^!2gufU0}?rvSH6IHAqcA0j?wT`en&Z+lJHclGuvI?@Z&dh3Y!xz(A4Hb%m
zn49IZ;-{x$6OMbF|7iggj{YFm1~g6>j~#pEJ(tSrCU7h{5aU;Eo(E3CqLI9{&PBP;
zLyO5vdz(MZ9Oi5CYE!kJa6j_#Cy&Z-ZP)Jm8pQUPsH^8s$LLb5r|stW{UAF!pRHFB
zL)Qv|MyezSDa%EDk&*GkvD3TrA^b!RyWN{W1%V>jCUhzN+P@Ea*zm!FN|4=Xf<;kQ
zD7g57$`JA5O}I_Vs5sC}`}3^L$eG!ZXC?QO!h;x0Nj~C&uKRF?0J2am9Frqu)O?<n
zHhXW`27Xm;1lAmAzPsKvp`sv5O?Q#uTHz_*Q8>~+kIzV-i*o#|@{#?1gb^-DJRl@Z
zwQeYn+yjBEI;_|p=&4CJ$tzhBHA%Hjz<#5$ftSOIIwsmz^F4ZT+}K`BwRv=X&0%D1
z>K;~L+XT2qNXGm3PgMN(EryWvd3&!BI_~a`KsX?fA^5-QF3rV;HP8m1s@u$2`YK+F
z7R7!913ywXE9D1%Uq7lqsHZ*uc}XE(A3Y_?u+<LVb(*_ZoHD3jDXemfxx<X!u<v14
z9QFepcO$yon$f&Ui#>QjSN(|q^C7<POYW3V3=%#&kSD4ap_#%I{h=<FMD_dk^C^1_
zQeicu>+LcXp)XjLXPVgpGLRdOnn-a7aVp-y?<JUpB%7Yw%<Mmwus+%@vkn>~(MFVo
z&v@xi;_J@{`r@YvrY?S;3lI-?Xkr^_*mD5VF%Y4%|K~L(VC^xjVbXB9H?z4}+HkNm
z-KoPy1p>m>^sJqK-(!aCsZ+MWVIT63LFZcd-L0Enzy+)4au@`rxnAu)wRU!Ot+wb{
z%)P0i+TTD#Xo4&pEU51nQ0-)MBPEo6{=7;FNi85xdjAwIXujTEXdr@iWy)whb?Vd|
z=0o{+-0O^@E$vYzz<{=<`TTcQw2$WMn(V1YsElOnxH#yBWWUaxI$FQD=o`jFDzwPO
zb~fQ45UB!{<eN#-EAEn;tKJR7aWzVo3%k@4_xBZn&0xDRn+n4$|8tBAQ_n~Rl6*l2
z9U8U>9~Fgg3yS*N?<;Vkgr!%*(=#7;>4Xd=Q{W)*Hf;Rt)n8L)t$;;ZiD~9w{rBV<
zZvD_CtTbtZP@5F~f?+yFzh5ja5{OzUmOSgAr~H*t1FZL5Cu^h|+i}<*`G<?A9Mj&L
z`N5*StIB$N8-v<JX$jhIQ(SFS_So3ru*-Y3{yQ`8FY+(sy*wJc4^IN`<L$H?!^RJw
zNO_4OK?UKXM8f#EEzBP4ekO`yN28RS0(JJkImjW~VUX$P^?n8F@X_k*52D$}vwvox
zK}G=d=KrpT|5uAL?mN%V8+c->q!)Epes;MT?YRiD&AblW4Om?7Qo}^6xuYA1jYX^h
z`#{4Nb@m<gWCfWY4%A!LcjkOt4|d)G$r+%Gbm9^}-@Y;d{}uNu=RS<GN=&Q?4w;!_
zJlqSSJ63ev+^yk2g0SQs3ACthSkLveEDSolv#%|9)tYUn^v+W#QPLyiz)xPl$a&40
zvZ>T_`}&@!q&kNrrRf;FIL@nkoJQgZMEl5p#q%H)4imRQI#ZyUdTCH2R1r2V<3Up^
zdtCuJ)iLn*A!Fob-x<owzXAGR5RE6?D6I|Yz7YO^4_^lzboZ2!6T`LHRHYljK~&D_
zh@L=OrY`{zIw6^<FP=+e?iSa7?t<Do!i|U}-vI^5C06_40=v<zg`h}Xp#O#P1kTu$
zvqU~n)Umx#{6Ud+XCK^EWwcDWt>8R5wA|SazdeI{EFTUXk)j)x?xVdpBIIzOkaUN@
zEGfR?USZ>ti+d>4+DZ&SH%dp~!lmLVfkCEbbG~1{qk~z{vCr9Vv=V4@Lu3N~TiTrf
z64?QWpd<Vu%q{HY4nDaETc5a_Dqf?&U;nxG9~c`4eU_C2@gMTNhTW*)H7};d5{*e|
ztLr>ZZ!M-73raM_kc))DjoyGvHR+u8i%_^mizmqos9Kq<x6n{&BaIEi0)FuP;H`7d
zvFWMj_4f7_0TJb)SXv@HKmXR?Z3uE_4I{^}+XqjQEC}Iys3^$XW^)Wdm)e#Tc~i;P
z`5iK|W-JW4RUOW=))AZ5lD;%fs@mN&DiW*6s&Kq#!gk|JQn<F+;s~kA*l;s3&2!O$
z60!2%XJ;SRugy+3He5}d?cRIn4s^_JfF<~^+U5xvFE3%ciAIxRgLIf!aPPd+=qq50
zeNpB>J>q}C)ug?HQ{B)IBm}Ewz^U{iw`HR(9R|iajNG~^9_3z#Ca<oZl_VPSH*8O`
z?@mV>0rB)eHsQCJgC>p=0-MXMZU4uoOF+-{@N<yxY0xxg?zq_Ndfuhch4|ik`oXBb
z|0gIkjMw_<>x6JPj|xX`n$(f}INV*SPewtudNZZ+Y*qOQ&!5Y72W(xJ6t;emme#LQ
zHQ^r#Ub~`&1%icXqj2`yV$X#5A&5Wk&6~2I@KD!wO*l?%{2?^dmJ(+Vz5Q<-f)tyO
z8^k>9t;JsVdO3c9?oPrbcUQAg{}YEcK)OfwD-I=)sETXNP+h?%X!<8FSHX=_9}h+r
z8i8Ul&95^4BG0xmtKVia?(PZoFosr}34cXfzprZ2%-YJz)eIuJN2&99l8e=eXN+<<
z)m$}YWkW$6I+)vDV|w*QW0{If+!dF$!i^v+JT26Ks7WE(%s^luxQV{O-Pi<O89tTv
zZK~eS+Ka2pD5yA3FQv-uphA0^*n;(+NzE(tUHi&HSZsLccEPm5Q$t$F>PbP|)FfH*
z)+|(Vw~wHh-$GfEpr1X5;yHId*-&<ZABn(9@#u$@^MSMf-&Ma7tJ^sE{Ft9|+p6gQ
zU-kK;3?LoBAz=Vm@V8oey;3pTy+S~JXB^r@jpR;UBB({$sZn2EF9ksXm8$||YtBBI
zG`;RBAprF3_In4_0y02qOF<=0n6ZM>ni@v)<u&Diz25yen$u3%4uOhZ)=N5edn@VQ
zTOIbTEaPU~54rjLc)ji3sqvMJV=H@*+yW7G>v|5H+#%u!|I}q;pVD+Q#QL`>6%ayT
z15*wirteUbul(q`yzX94Gg&Pd0jct71E4z!`YcFAMOa3B-1vt#tp0K<0jnV_zCU0r
z#wQ`Gr~H%tw;Yf|7JFMHpr&z8V~j_=5SVv&I#w=1btFTYX!$?s76282Qdj}xx}a2y
zVCrs1OHQG!R}Redca+l^Or99rkdU~)F-Js=)fkk6It$o{45&y4&t1VaktH+qD>7pe
zKr}k_gJ^8Hoyfq39taaD2XP?q0)EX_{^c7WnWFtYMLykXF3nXXy|2S6NY_hI!^qBH
z+;k|IwxpKZk)Ts!qvvurLU)tcGU!z(XKx>rmbmfZL8u{|k^{2e^vG;Rzjvry8baIo
zxDhkBe`Pa@_Z8mYad~wGUK_g$qYm%3mc%W@&V#(h(ft==?AJ1!xOJM|Klj{qgdlTE
zo*qwRl4L{j>oEN+x{y7s?bCl&N`})`xGwXW=$kXWw)@+<-2pfO$t@X$R1ei7gHFDx
zV2@aI*Q&_9t}oInv)7W9EdnV_y=`l#N|IPb8SYZx#GYf9DsaxaF6lTRm=&lAd^_Fc
zM=Hnm2QQQfb8+2Kj$kvf6br^Y78odWT`uJNNDy`)`Fm~<-N-@zFpE0N&Q(0r1}+4y
z<1my|F#-FL8gIS*am!fzOy|mcKaZpoftlC973dv8AlfwsVyVawK3L{$PGo@+=CrFp
zl@0|~*-xlx14Z}WYqb{m3}(rsoL?B~<OTy<EB@zgW+B&UhGE-Rl)dx&`r#68Im;DA
z_36Vu!=gKi{*%(X+i)yMZX8b8Vn05<7MnBz&3e#~3G%B!r?WCVPLZ7wkv3uv!nT&G
z_E7m6yhBJ<07Cx2xGyPUQoIZ{H#hBp19H47AfOv5v3S(K)xOH++XaWhdy*k6)$ERn
zav{ObLK+KAm)FA+r@JR;+Pt^~FePTgwKH*+Lj*Ma<^fex{@&8*m~@l;A$}TEw@9jP
zL1;b`(5a5>Kw2$KrP5xwU{6V0hB86T8OPTkx3|SI^zkR$4Pa~F%|N8(|07R*Rz?Rg
zRyf`;nh^d|gtCSHRGUE5=g$f>&rQ$Kb4c)fas6leBeHQ6E(N-dRg68DFB;5r=U8B3
zQN1=O4r8-6WB9r2==BVFPnE3KYa`_NA=gj_yWLHqkn=PYcz%E0>(>ovLj9o|b7P2A
z$AdGcwz-nKdwgj9bD9CZK+{wh!haX~!rRDHO!XD8g!)nyukbmCW0gJiq&<yumoE?3
z9<<i%5-_d+j>hk;Y}pJek=zuTlxP_gu@Tk+7ItWA3|qmDD1mbC8T!YlsH~^k;jR<!
z-D~&KVn?di*eNl>|82m~-<Ss?#%HknQ?2PkALLvHHTFBhFyxJ^sLN&2V1xcOf%NkX
zvbWDE#+y7DoGKHB&EQANH*smT^#tqO>pQU*c^L|Qh^GlCt(C;^=a9(nSBwK#+HZlD
z((aEJCT<|@E7W3db){`~n3)@Oomd_6o?J_gec$YJa@9PM-I<P#4q#e8B2&f=V^ixN
zP+;v*dl0h1+ftOYc-J~gEwWR!ui#+~a4!i_<9>XmS4d+g1N<AZ!{Ak!Imuu9Sz70}
zp|#zb-L<wCrCkV6!*wUrJkp4KO4oC2WoJHmVsq}mY+*R7g0ed<MaQ6Iy5b3#c#{J}
z<aG=VM5tej@={^+KZ|1ezs#R1F?`bFI8C*oSu4<6t@4;}#YY3w>#u3BPtVXNghN<2
z2OZvQ_Gvlb(xl>XwOexu;Zs$JhRT}8ZPSQxpA~i^A6}Y*`!j;Dhwq9xL2|J%Yu6ve
zMgo3nAG{Zbe20|~P)2_Mx7exv-a+dz2aQC~N|!_=yiNf*)F)2P2{0N%xu%>?QPM~a
zv6dXpEAqoKXG!dNMSY51k}%TMVR0bUcGel%-_r!OwLQ+au}7*5ktE`fztLl(UL*RG
zj*5mEQzXg?8=m}CWH(oT{CHM!v(Ig$(hhlitVX%zO%*0~srL@^X~++%|01@BzW{WE
zO9)^um;7xy%|!5sJ!72)?-JNx?Yn>Bm`n8M&RK{Z_I(Jv)JB|tp@YXF=CqodZmL$M
zio&|jRI3~6$0u%7y_a9A_W~!7!;D}P4#iY10TCmO>%|7dV*Bc=k0=>Z7Q`RFLoYpK
z4GKbP3D--jr}c(+g2R7K1h3jDgq!2iVk#J<Ghgsofy(L(>{{LCV7P*EUf>0geOzZT
z%qwTF<GAy@lMS3uWa#;`K)=y8Fjs9N8)Hl|zQ8`74}uX8`-E(Nd@}g=9fDV>J>KZo
zMoUMR3qWIKg*Ah#S3f0*m(^)n+72MF0m=WCdQLSpJGs}J6&A4p%6<w(>at6h8WI$P
zimP6}JZdvi&c`4y>jv5(%56ccHmK%IQh<3vxW?4<%<v|_C+5S&`GlB{ts1b}9>|kP
zEB@51BS1zP!qVAQ#wmCMxR>UfBX5crQtBV5g*F5oHh{26tWDP~jN(m&B#SF4=DVHJ
z-mWgWzv{-|i=nHX8;|w&BM~Xi-S-mPzYIhf$m9BL7iuQY8t}^aL0@9Sf}p-$jd7i}
z0@>!@U44m;1^BMRzRjJOD(i13k=WhU?gcL;?m?%+svv|t2(8wPkgWXVO1oX61(V0m
z-$pp-R2@4l1#R-D=N61Ha0?3Fp25g@FTYZYjT-^7;E<X3(b352U#O_&lC;&3-;{BG
zQJWZk(ZWroZS9njZz=ACjLi3X^SnE1)3{ki14;oCs3wk-mn(iOCF4WBTX^q9Jihr5
zoZ_Wfzpy`oK$;)%5HuBe3}|w6tPJLE>rVA-7%b#eOWyqb7=eJ3W(!)^O|214jfQ)A
zJZ#cqwiUTv<q;e1=G|I?#v|Tp;d<Ef3txaZbF!c>N}t!eF#-VX$_iW}YCUD%-h9>N
zHFul-MtUJR|3;OlX9X*+syk1H=brNtv{XkBMP9+JN(L((w|^P|69kJz4U3J*pDFX<
z=HO_zVo@5{KHr6Aj+Pwnbs8<5<z(QuYshQkK`Qav71Bs;Ls|W+wU$QH_1M}RU)j74
zYOzOdH^${oJ;MrA$d2kIg>#oI!s^QjX-tE<%%V{_5z+@LUGX&en}*}wtZ_oEduJP`
z+ar0x{Hz+%(kI}u>0KXDEJmio-p}-3Rr1=TWv&gN>%?!Koqzs9>0q=u>isnv@5|{>
zMUEN&LGsd+{Wqtvol9v<^g?ZoM=mo+9Y7^FJn4m0i_FEsCrT{tl9>BdybyJET}gRX
z;4WylG7Fhhdr<-#l~!K|#OsCga_obP-e6sCp(J-Kld~uNQrc4IxG2w9H+2~DgBolW
z2H~Oxe=_MUi?>ySew7qd?sfUhQ)6&2J_Th6JdZ9Kopr(m!Y2>6xuwOhRD1s!J8Kre
zV*-#psRnU2thyp`wRN|<cUnc&X4j@G`2SO%4~`{b!zN;kSaKwv6qVaah|(L57^eI_
z$O{bMBwfFIx83}5ah;~#T&ce9-d)7Tv`}GhZbZP)SWY@@eI6g{s^d54q{#c8kgbib
z`B+)xCE;ZRjfzJ0r+V;d;n87q^z?c;ZCsy)TAI%@G2H;J<m%NK?(>d(A9#D+5sG#p
zXs`7V6P46mL~AJSG0v-=AjM-7O1$d(2sCe66cGK>k3;}yoIAD`uX6=osEx)}ns-li
z*g$gV`)Vf<j_9ETGmT<6rn!;SCb%Do+59$*fQ{W6cV%kQ(hn+vYwCH7#tB8RBM&(M
ztxX2WEjJaveGB=QK6w@$(0j$#J!Z;s==y6J_-(-H3xxyLc|+(-c|XEzvUI*j`d6^}
zsUsD|<5X+F4_v621t{gqWh|c{^B)f<BigXu>9H_Ec+MsH8qSD0ykk*GX^Y3&^$uin
zIwXfr-VT2D*Bg%0GSO-;AJ$W}BpJA?Ha?JEW3}6HuF~njO<g!viO|m0t}G0(;=V2@
z_?Sl8H}$6S_a|b(N;8~w|4ifGHWoUW@-C6P^x0gfWN}3zOW)Vx0s03UzEd(1v9#>>
z@G9^A*XlPIctDd<tm`jmTw7-L-Pk0Cw&OGXB55Q2@Mw*eeGW+GGY{(rTm1}~mD-C$
z)a=@(`sqj_zbQoWKr(LD;&LzQmsY1skzA{mnb%AI<n_(BC~%KVZ2m)y!!v(|dt`Pf
zReyI98wVFxkz&MDHzRf**IGkqaL>;>@){lF;5b;;W<}BKDP=SJe1BZy(cJyR1~tSr
ziy+=t)kFAE)-8B1i5oRjyRrHG$nTU-Gv{$st4~fj+F-*o6Vw-CQ=v!gzOTwvFd^$<
z3qo=MP9p_*R=wlbXGYovo%J0qem^dIbs1H#vhd*zLcrP9V<maLG0&6r^GnP0y~mb<
zO6qMk$;siGSK~&q%q8!1gIJI+n{0GycdjDuSmko3J-6mdB`?0<{k1s_EP380Nra%o
zhOSBoe{t%gMYe{22-gOd7_iVJekR{!C8R;vQvQ@}gN85o3Z%Il;4fj!F2yVi7>#I_
z0Hs08dSre5x{1P3$kF5EgB#%0uUf}>bF#%TpZ=%ljb=z2r|_SZ;IjYuxmVEiOKh%L
z^|OlH4%0_`{!0;23dY4Bu4CrQZ&nQbVrFQcoZF~bcJ%+-m4b!8eOu`FHtjn8leXSM
z9&OVDLdozcp{cLDBW1+=i)u|qan%n8BMnP$gz@_u(S0oi&NC!J!{}>8&+C7z;RhrW
z&CyCrj-EGUgP7d;+6?XWktbIS1vaVjL<)+rO{^NDT}hX_o>+?^zLdK4q9)xAj13K*
zwY+9^?O@9*u*W_g)aZN#w&$l-6={6D361rGk>b`nk6{s8p5K7iToVhn35w!ccQ~%}
ze2|oThOK<LwFp=6b&3}AxqoFZ95($DBSh}7hpCJ7xTY|)C9RPI@?7~oxCvQ+;+!R`
z`XY4c%R32`g#9>U{XUFqjB^=_YHW_Z;+hQv;`=E2W(8s2rJ>wuN^JpaS+d+PXR^@u
zNt#vXC?x+b#YO`Sz-rU+U3DDq_2O&8gqy{%{#oy|j`ntRf0iC>q&ytQ@s%fTI@;dT
z#n7FJ7|%HU{P}Z17kv?|7ttAjVTE67sFf881>3HT48(PbiG17nb@n3op%cFBs?(f;
zg4@}IxLr=D&K>++<dhRfRk4`Q7K=tFN@NJW@ruE(H#T>w+WZlNN#<j;*D$s+t%tK?
z=5`@`O!)5Ihgk|9eZX3+J7ZL#-aHP@jjHqYiz}FaNT00p&}d5&((>9C2w_}CJov|&
z1|!b>wFBX}h?&aa;T`>tKLm;my+99~?(^Q+o22c*d%XJVH5VHmH?Wz8%a`|bEw?gZ
z=t@8gt5>e!Rrl{XRvz~<X3}lBHKmQY4cuqV)}myl#sv(1n7yt*>R9DaPg0~#=1a6!
z%{8-_(a)o;67|Lrp$$FTN1pSzX>n<T39^VOrWlaG`^vvL(>;X1>Lm#f<%;ziRHj%P
zRr6AHMqPnEn$QOd;iY=I`|xNmQ`w!iKm0w|^H}bxLXQ>UTr*nk;%0QTT~}E;C+IsQ
zN!PtuuD5(;p|+Cy;N2Pk0F$bEo1Fh=<%dH+TR35U^*p|?v>8n|cgG;uwqY(uw{ii?
z+hm3Q!UucYOH>M|H)6qC_ZM$e&I}_n^(&Q8g-`<miMTgZYHk|K(q+Kq+|WCLxV&3C
zs46KRu<unq5@8T|ULX8i0B32clwUL@6Z_Q$@uXgn(|)tLdBJ--Qe<;~-}u3}^m4ET
zx27!K&_XGaS6$eHt&EO0!;P;jr@eCaJE`rQ<mz{CNg~RwF#fEKm}=PcQl{Ro`_#~b
zqkXdklGx@m(RoSXlh7XXN?I^6p?sQ#hQjYar|$^}ns<sT=3mIt$U^88>ucm@9fA~o
z?}(5CTC3`Wi~p!w{4v^?^#AsO9<DE12nRI%>;~x6A`UBPi(&xfYI3-iIY{J!o5UO4
zD|qLApFIP5Ot<tR<~SrI$~|kuPCw&>7wh8`RIPr@4~a#_=H;jnH$x7Ou73nx;$V4u
z#4EWp*b1Iigib9nLqcH-K0uVZ^^W$jfF_Iiu4|v=V&ipx^j89_r2H=k#RF{}gCvsx
z$)Y1vMWBnLJgC7HM!Z_61wuA4LLXkBHkSGF<)uL<uFz8bW)XFrkW`-mLbDm3;0yCO
zWlLf*ugK?W0+<CO;{iOfWfX+T*i5}n*dfS427nc2dvG5N>M92EHSmH{IO37rG)6F4
z3Ucra+HnqMN2t}G#c387b{H>kU+PhJbbOEF5L!511#HRNQ(1wUx#oee!3W%3x>?^d
zn6>(k1a%ky!QK9RF)%47BSSqhk{t70lZ)~0ICec``Er#iC(*dTXU`asab*LORNq}|
zMgh*<<dx$Gy}9`KG>vKvGuV_G1(}ceXMgM~8!*GC6|gl1qhsS;){2|xhiV0^2MoM7
z`xybPVPCcLI|k^s&xp+}dOrwvD3ILEp2@tU?_mZp1f{3JvLDY$#EOWU$nm?oeiIsD
ziTk<631}lX{I<hw?<-{%sL<ZX&mN$t7hH}M5hN8L4te!}Jle$LUe^Qt@_Zy;ZT>re
zO(Wz(q;>BFk;grbKpc6?7gYe)L#5OLEBuI^{t_)6?OpoI)gwLFgzIyk4ckZ@@_(M+
z(4cZrDJR#xVD&)9CW+z+(R6F&36)l7JX~Uh)2G%*#gHl${LR{88}6{nO~%$*+y@gG
zwKd{R29X;j|E7n{?$@~0Kw(*mBF~LE^b@bi=TxR$9Mh-C1-$6U4d3uRjcfxa0Bw2S
zShCYIy-rvklR9;p`ZjZcVUhUFt|-BSY&Urc-dx_K7OY`T_nhbc0#9?pQl-uU#-X6r
ztxm?tDbhH7!T|G6S5n)M?}2Z3pYGSM54bk&BTUV%aS27_nU|v_wUlUwYe(9=q}oXP
zA2!{WM(kjtTmJxPY>rUVK#<y`1v@)Wbfa>9Y?j)U0JZdSGsZ_+v(xp7#r2BC^@};+
zt5fT4EA-4%g8TIjNou#)C=#5Yr24yLDR@kpx29e(yBT8EWgJ<)bnfxNKDS)fO$27Y
zpo;5*@UhBq5V)iY0@3Hm<N$>Vi)=dnx>1k@D<=1PH4Ri!Nf4&X!)iCem7q;&MDo(?
zNhK_;9*vJ<+NNV6@UW`-x@fRYUd~Jqh_dy>vNGsJy+${c82Rn;QCM-PowyCoM5;i@
zc|bLi6jwR{I;k)3$?3p8?Hm79m4*Px(6><iTX^@u+vT7WC%H3Smn4t}AWNZ<kPzu;
z&@rJ}ZtDEECsl7hTD7<NDb7Tch6Pe-KatnbYpdDWpu4b+&Pxn`;XG1HplKkW&xElC
zG~hT^j}-LQBN@d~;2XVmR$_|HcinjmJSG}6xpmK|KYaKRG!lCm1YL73ej|~62FAUJ
z3Jp~_%N)rWX&S2IKN9Z|i%`$!s;TIP*h%dtu|nQqX<qdq4D9GT%yTzh9OuU*35_bZ
z1=2Y4ZORYr?srM*H@GKTWV;J7f1UfM)+6VlL|5;!jIh;wm;SA)JlrLSdLiiJ@ERP%
zj{6Z6uztiQSM$9xAYmTL=!!YT>-nJycj*=f<bd^3E1kd}g9o*4FOTtl&G9q!V*ogG
zSPkrQTkUhAu<R(M|L@DwNYy@Qa`Ku=n+zN6_fv%FdYbZQOBj8zEcRoS{tKBQNmdh$
zW@3)bFtJnnGJ{$+cw&QsO4|vJ3peWvKuaQ{`69;~R(Gbp0do^r=Ts^MDBl*vuQ6ex
zOLeRxT-Q4Q?9fQTW(x*ItU<|KadHg*mkU7oFho^W?uAeWIY)ohl+~}!F8%mFo{tQw
z4xWl#gk(fj!$5HOb8Sb~OC(o1Od!z|QsJ?vTnYCwbmMMu<H2j1{=XkOtORI}vT`+q
zc9W&uDF*^eqakk(0y!MvreSFN68A9wWlYSOBw@QO(3Crpm+BqtPCfu@cgSooH+=}u
z`v9L2__|d_9FAS^pkGADQpe-fn>Uo!#i|*|MQUv}8B`Q&j4cI=%>W|IDhxc;rg~?^
zFWwNqH>=MA&?oXba-c}B3fBNA*gu-hceke|C>W9U*>p;3{O8(l-z7}IUFPC)&3**P
z%03tJu<*#~`JQc5S9AGqANB0r-&BX~PprK9q}ZE1p1NhM;6zd8C;$l23);kG0L+cF
zId~7SF{hG*3yLR*EJDoJuRODuT^P2MM!%pjHUmhx2!J#gyvZ=YB`Q-DWg7t<-9Xl^
zt|}a&-$u~8Jr?HV4$4`8VTp|IBN>DWbA;)IZd1@&&nr?=ie_zwaLY6t0yLfrOqz1M
zR~pj6u2fMt0*N{DAB-rF)oUhp1yzAR2AVqew6zmvyB9u8J0WrH{X7(^$M0)3cq*~x
z)alcJ6guO$-F}kV^GWO}+gJMQu4+R0jFw{O>p4Vs7`hYI8o~Q<BH&wb>bp*Zw-0{?
ze8+{KZ;)EQxTb*<o{pPv2It-;x7o{X6mWX`HmI@XS`mX-KYp#`)2c$uRDm>m_zb90
zoL@mdg<c9CCx$|!eof<mq&J=~o*>`NY$V0aS74fSpI$Yug#4h{zHt)te`%E(fUn9)
zD@Q!^YW;KD)m46b{z72A^YcHR>U~;rBmQxv{-9wvU08hOxRZ(QUaT;3YPYm?|B-C!
zC6zSK=+_`2knbfHY%yMD?rl(H>unN?_|J#==brzuge$AGw6t7&!m<>MXfkE}6H2o!
z1YI|R8LFoIp!$FT>wfktc+)^k45KR=cQSWM`=ru<r=ExMmQ@3rweLIgHYX3Wo~fD3
zaF`puwGh-Qlp;AQiXp})zyq_{=|bJl2>u@AP2EphM@8H=ND7a3>(!2E<5g*ky~NMp
zV!R@;TpzY^8yl9m*{{&VDJ(2otS_{+P*3O88{^h6?&UxJ=GM%d$(h1{UL}gxDO^eb
zMWqstL4-1VGhxFMtkT1{m$Z6=T1q_P>#pCt>Ltup9YDhlOK!JW=*Jzds4Ggu-4%K+
zbX_HG`<b3V%7N4+lidlqkgc_6qnR~IqgCaEaJ=Fuy(2KJ*gMN^IjXoKK>jfk<#9{(
zPh;jI%|+$dcRn%;-;1*ZM01(*moFE7dV%N*Jczd@EI6Q6!r5wZtsAH;1)Eo|llCst
zKpZ0|eQWinIdqrq#*c{c)iECV{VLTfU!9g7e0xq;$1`A#5v^#TJJM}wzBB~`Vav_X
zU1T;QDoLad3x2%4A1?^@<gsJNpj}QzlD6NRjI8HOyGGiE{B!KOYM%TtjS~`}=MbB4
ziN9deS+DJ|fyY$N(h5x6V<XO;=^=aR`sTxt(Ly6`eeN_|@yEUezdmC(C%!bds&QyR
zv0K}-Dzls=JnpgEWq^3G1nl#INduo(Tg2?m0VgA9Xsr7;na0;vvQ`f%M0q~4gd<b}
z51_rzqnU09v`?uax-$3Kvu8FvDKr(XIA-J2s?3$kY6uK{F>%u~Cu~FNzPYU@p32;O
z29LO>t37&~w?ZLa|CWv9o#M}CIo){BN{m*rPCaeMjHzMdwlh&{`!TWTUZ=@IjzH`X
z^=g+pT>zQn9MfsrF0NQ`&qjL1@Fl|rzDX{6_32l~(s4=fUX8Lr{H3lRg&>o=3jPY@
z8^gdLaz60tLv<dEghj7NW562NrFmSqwbZLQAw|zECN}0O0SUYSYyH<9O1}rB{w#$u
zRJrw6Y1<AJb0`up-QCPb%LKus#gM!5Dbv3nhF+DPa65F(w?%hi37US6n?hS=2ncw?
zK%D3@U@ILmx^Hlqno%D#?LMT6)97}sjTxCtk7TWgk;=tJNPCf*ZS_!E{Au$tsQFkm
zA?eo72lDq{db=5$cuKD|%0suGwjJU%*{RSs>dV)UQ1asWF~N~4Z+)}dQ;oj-A*xs;
z4YZyiti%oeH=D!sb-xB0vVbx0pFVR&6T?SuMQNg;^$3E_C^5<P`GC#35SMWXMBrBo
zgwC`eUK4ivd0pwz;6GkIFxa5R8SYKA*D~KQ;OSt&ew?j0(%akl9OgMx+-64)W*Q8Y
z;sdP3g1cO5%<Xj1{wb&b1jWGS_|#P7_wR3`(FO~7?cRN5E}zWp4Ejrw5TF6bo;I8v
zi*y)V*K2Tl1iuN&O-^0&3aEw@-d@#&vyS=pq+)kkLyh5{r#J7%TGSVtw?hRxdW6j`
zha7t5c&L;?V$|rsmYYaC|HYpOy)u<YkEml}P|dC}nl;}1x?sL+@9g;dG=Eu|Fml9f
zZ;cV4Kjcn%zN&LJ40bt$;W^1^%$w^bLVv6}2=|rFgai0El6_sfYYaonFM>|#8c?;i
zd8Za9^r9&_Gkf1RxmC?qYcOrmR4iBlB#F-?4HentIPnsfk3ceVPn<e60M$*)nM=p#
zh*KHn&ZUv>Q^?;^yW1jzAo@qu?{NT(A40XPct(O(_0Q(K0_dW4W7}mqNS6879iBKc
zxf$tlwfMT4gYt%}w1-H~&PZ5UY^=mOj8Z)12^ACr9J46SOn)JVw#l6@+ie<Gqo+ok
zGQ9QY2ao20w)Csl$K!pZl}NNzU5HL=EZulq-d&MCQmwcVO-^IZA?)aUF1%NWxs4w{
zdUZx~g(+yLm%W}Dv=|VGPn|h~2E8FvwG(dy5k6nhT&NR`xT+Ih1}bM#gvY{c_#@*~
z%z&%m8a|k|ua>*LSlJ6vwK(db>`-4~q!hO)5cg@QV!tpgns}A#8el{FylE`T8?5a#
zeFykYyh=;`Uy;QMxv`J=^ygqr!J&t?-v~)U0UQ#I7IkLwfU4pVS1_Y9HMh)Ka#;z3
zJ#vaZ<<U5feADopaws$-q&Z%A!;i4y^A2=462hI&D`8_wMVw30;gggy4uYZu*r!$J
zh18hDMEFcs)4)crU#1Px4#6U+&wVF~K^}4|NZJperZrxgVlvi$w(JkdWRVr^I(JJB
zfUI+Gh|*&&@`_J*&iV=@!IK9&M|!c1=3zVVjEpPYDQFds@dm?_Crbd;`30ABu8Wgh
zf9b}~<2jddM9*+sMS7iI7sDTC4%u$pKb#DBGKxjq#mZ>!TNU>;?5w-YyYB@RTV6yQ
zC>lsj<kUph6;ilIPKEOFou<X&H`BE>@zskGmey^nLx)GN5y$r&B#C2f-ur9GlH++2
zm=(jdEup3)cj}Vb6u$?O-6s3iHAHT;4qLsh*u>G7pJnS>!wislX$wUeS5^$;`IW56
z5p{J^D+`huX~c7w^`9y<H<~hk%8kPH%8m|d+=%6gb>k~^Gvq7wMGv~Ag&q=$gkKvT
zK#L<?e3v@5(!xIl_>!>3#iU-M_tj!BI<tD-=0VcvbN#m4ZFZbhuh<*+4%A3HmakjG
z8quz_kD>^Uuy>RCbLMKNtT;a&gEYH<A+g%Iv;aJ!?jR?OF<_wYDcn^*dW1o6`;?Gk
zs0cF+1V;M{C&Xyz|1o4w%<m?wQY=eWrbwDssfkJhj+er_u_X4T5{vo()Dr5;k()VZ
zCOI78^6Agl&VIim;6lg1u-IRTP_&TbOwVZsVkHWy9Oj+LwV5hfyh-C(Bd0Es66>Od
zOHWz(H8kshc#1?)#s$8-GyMAHeoRe+2%=5n30~UN^mA-#>dKHPx7Hmz{#a#{px^FI
z0w5p08*){tsy$%k$6u<a(a;dE@XydGW`O(E38*MUYI_&hnk!m>2lqX4tTM;}vl77V
zHg3V2IIMN`YFcW5%oAq{T6Hm}qno?WOs&57RWCu9Ip<|(%s0&^;QXAgN5MpgS)0pH
z$yCkmOuSr@q)!<jJY#(ay%xTg)O`LdtE_M|Ft9BV)TZiu09XAw!EEx!-trmtwwSd*
zZo7bbcRT3?BZ{l_Ur-7;!LdLc)BU&UZ^+5Pq3x>expwDOsYQL=3_W%asOZ$Ja8WON
zJqqLcSn(T#0^<;)L{naaEocQ(NTw25Yh0R(N2QG}z{7V5*Vw3j-#{Z-gj@(B<50n%
z*O0S>L!1<d62EQ=YTaTWJ&$~$L(Kv@vm8+zvB#9lZe-Jf?^4Ii^fuiQoQwoRHw(pJ
zf>3~&%GeYz!YH`cP-V<erbKRTW8Md1CG-~(=lMlbBxk#B3gFE@j4acQ)YK%0^#pP!
z3NNrb3r#mdlkPgb0DKz}W@^Y`hF_?ZAprK3eCdi^##^xmf2>2I%5!awVLpd3U<_NN
z)6Y08G2Dx#_7wX08vTDUD$JY*F{30{>gBg+(p`FR)XJ|bXvxz8aZQpVssyDbYF(4R
zi1sQHTn=`!akjSq(>n62b&JrE7*v=OgxiQ|R+KF#7*4{ijPz1M?0FweNsjccRnuLD
z+v}S6RgQbjvC~}~=^CrNlM@GpJ~0?XUe&2MPT(E!xY9DURP2)*x6P$LN4-3I+sJ<p
zW1=HT-e*s`yVeR5HP$mPpE0k<jRhajO(SvNd7XrR!%S7~JA+9Qs{!sZ%8>rMK0yDi
z#C6B)l%DdbM+r$*e9`T%E%nrN#oM!}g&&$QmrTprYir8gQFGS<ZT&%~AM$bA)8|d(
z@qwMY;EV<HirM)jcn`46qjQ@2zW@^Q%G}SND9T5eMEQNhK$KU#2<l1TTk&7%z2O05
zr3%|&U52}kiImA03PEZOa^=U%Bnqeca72!AaM$z06fgbjQUojjYrw{1kUsE6ezUB|
zO?BN!o(i)?v~r1AMi$nV45gP_gRxIHyPVro7;ZZlJ+jA6GR9jIS2QKpZWso2?YZ`!
zOhZTgiI(T%hl!(lG`Vpca5tVbHx?I`c*VGJF&B}G?TutyAf-N~85>e1H*UKQI_-zM
zwN0OwuMGcM)&mNVsJ(&F^^21_0EE0^<YDB}u(uphd$4<>YE)-a>}mh*Kr1%PiMqeu
zrKc#*#GOTR>h)S|T34-QA=nM6<vm&ehBdTbu`enFWHLone<&C&rDZYR>aFW6T=dDU
z2c56cfkCzT4{PLprI0<&8#lhYrc7q)&wbVhxK}AlqK;{U*;>&Cs8{+^5S_3tgSV$q
z&(NEw=uQ}Oh`mu5UCE8?Y92TMCnw_K9R}Z*-~~Bnynl7I&m6R!Pv^0DF!Bf=3}{q}
zF$1-u=nLT+qP>rByeZ~$(>4p`#B$qy=G?55FWz@6?nl~rg;+8xIdlntS2!jPhQTNZ
z>9aDr1*}KFK)VLswUbk0!D~+*HdI)G^Msr|`+U*eXE;J16sbb38CSV0p7`?vhV$<$
zUC`<a7jJ@_PX)6B!1=&yEdb30kP>Sb)6)msgbOLqj0MF03+Yt5&0)JL=69rW%}^Ym
z4C~fgf9JmMt*#bU_h`*2GWYtYHfHIxEI=)@{wX^S=fFktd*DH%Z$9miZbJBE*-aI1
zrFbK>HnVt|4L}bz0D7>1btuuybJqdmemV96R`ZIy30;!bGAg&`(_-~knN~c0LH2!b
zjE9y|4GKu+-O6oiNq~A`)173OYo`6yC9w#(M({Ov;@gw|8tOAmjdhhfP1*}?-f_vQ
zrT+iIyM7FwVfwf*13DYns=XLg<_B-rCUuo$^lj$TLa2;79ji~L8^H9@y+f<y=35&P
zwSO}L;Is>MjdxUy>WrU=9j~{dfL`;Cxx)1gE&oD+W1ajT6T{WB7WcU2D6AXO%g2)9
zIgH0DS093*VSt8}2L!wZarm}nx`wXwii9oTJL@<3*8!LY#2pF2^-pdLQsoU@0NR2`
ztZff60*;R5QSBh!z(PVldsBx!{V@t~KfoYdZiQ-xmwP%%V_nTo^BV8JqM%#7lEjiT
ztUZDtF7K=UA3CvW<^OPoTL9BBS5vNk<bfrYE)0c0lhG>w^29Q<&z&>O%I8DYHyFVu
zwp9ygu-P}mRBtm=`R6)Jgb)UlOkm#<Y*ZA2XbKG2b*N}qDP(=pYRjR9tq~9JwXaeX
zUewdpZ#1ac%$qO(!BV*I{<ehO6<P*{B9<z{Ct|0V9#2M_cR!3~lNxr7iQb0sX{Y}p
z!x4gXc$O$d5ah%y%KUH0MQShxLI5)vo7xLLV%~yE%m`71RKOagOf;T5)I4`Anc|}U
zTtA*s7_y&Ufcb$V&?{i}*u~OacOg_|q~iBb(C?3NK<(`taVP#CTVDYc_13*Tq9}?e
z2B08e015&EQbUa(aw%z$R*>!-IxG+bl<w}7ZUzH}1{oNHA*5sIq4PUG)c?KTTJKql
zi;JtwiG6lF``P=PSOzxXo#<|i(}C^dHsh^~21*Lhmow88kF5jsEU`gE^jEIFg!?Q@
zfofxe;JWl^Zfj+m2dGB~jgg_1*B59-K&1jZH-LYBq3aK=3VA*EbDPLegAP~2zN!c4
zd+<=@biG0InGDUEQ&6<L2FHfzgJO-T$i#wDQ=N^4{RH?_m`Nb*R`n81wRB<qW<030
z0xkk9k-`lAcS(RX62iq*?6__c5yK0R!E-tP{6WBKfO}3gv!%2M(boR@21##LY^(%x
zr1dQJ#N|7V5EIMGN!S@4E^vAU;=cClhkJi&pc;JRlvp)EvAHU%2!OH^KSmm3nm^&!
zCqpZmA&39WiVN<jMvqn9vM=PV$1xCABzn}^t!yva-J?-=^}8}9%-N(3jk?FhB^#;j
z9s_BKq<18wq(3(Lndf%#p`gW6CUWFJ@gft71wd&1+8*TvC=sdEIP){!`tC9R)}*g+
zvZ`CDE{|A(nhpvXki~1cV%@W%Xbvfwa~Cgi(gN)4czEmY?C@eP5h?lPE68_x=y}n1
z^b~`+fCrV}mx&NtOH^hc><;^x@}{IKD>o5I*ON}AxO-d509{{Dv$Put>NEjWbj8K@
z0)2n#6+V-eul487o&{wwuwR*=xPWKvM?a6flJW0CV!piVrp4cx-5y#2-^MYvXOqKH
z7k$vi{VwJ<DAMFk9LSr3ius9QD_#r3E^&d56Gy9C(bu_+Y!=Snl6lzz99Jo6(@%__
z-bCyLeUE3Hd&=@MJ59J|L0W?GW*CX$-Q;59Yzs6Ow~+u!bZK;(F0-UFjytiWHX#@-
z6lc$ti1#QEP}c5uA35WvBqg;vZ-dlvtgI<eQsxG4EEZC8j@!qhY!o{R3-dM?3l&$#
ziDl8JV5$G5LyGx<Y-ekDO_|LLYmDN@GiGY?*xMcj81FCi^BwQw4U3)unE%h-B0}!o
zCw*0SM&4vLs;e(o#$XuhU#xiQ>5mktYG+RIna=d==U+|%+Vrg))qB~(s3VE@`Ds8M
zO7oaA<w^wP0>E8NSK6$4cSA2N5<Se8%Y%Z-`yN2o_q(6`!%}P3a2a+B_yr*wb!og+
zUGBIB5|DHv1g!AdL3k_Llr}<YB);WDeppoE8t@gL>mKgg0v<Ir^wrwj+{1_W?2qEq
zo1bhUnDwNk43_0)pQG@P4mt~S3Hom($(uY4LabG7k-xtFUG6|iHmgc$bZ}xHAr;l_
zH@5h%o`XGlfd9s(xzj;cw<>lfoL#Zo;l|@6!R5TvbQ$Dq{T?-72$L(;nVEXjy(pZ!
z*2Jb=scPJnF)w;#3Y9Xh0Wd4!#{Q>WVXRm<YvcnUMC46P^;MdDI$q(_eQZF92{p6(
zZ>YT_oeU3*y?B?KTc)2c7j(-2$rI7<jg48VZ8>Ir#W}^r3xk!mC?<K0Lh&>5*-Gi-
z)r;ktW<Ng@5x&446N_914@>?TBsWWpt(CTx0zpcJ4&Req9}+UoW8TRGDcIlR;~m47
zFJpqpFFlQ`P7)EPyvN9+!>zX{?ZftJ8mnb)Hc%X&VZiW4r833u!VNemwoz=0JW3&>
z*_<0N-g%(dKy?M2s9Zsv65ohIBd}_SYkS)PiD3~D$!^OzfEr)>nUZeO*2AeKAB7)g
z+j<yLao^89+w?m1)*6fO*7+l-J7F>hQ&Wmj2g}^s8Jv032fFzm6PlKT4hWCkcEzK^
zfc2J;MYxwphl4DPB!>UL)Ykp3v2U5-QBm@Z0aV~(ojy<9t?6;*eor`se|94os7w26
ziT&)(p52j^ByrON&B;chcJiN)nPyU}hXXBliQVgvpMotWEmhKzMY+igenHH;QJ<6c
zOV%<<G>e$D++=OiO3{lQrgvYXT0B!e(_|%-4^+ItNDOeEA}Ne*Uf9XA@p6)n{0J%^
z@%chjpG?~;Ir_GKOtUC3Knz$I45eD2E#|Q|a#yN&K&ecBik<BG?t3M6Z52#LcyC5W
zUygRwo3St$Isbp_7H{e|eOT_TL2_d_pZhiH|M<R2+lT)oz@nIvWY+f&@BgVd@^p6X
z%B-Ky&K=pY@UV$@p~}UII5}gso*)^&bH62ZNfr0423a4=-7S<g*rS^%7SUgKCuXmQ
zvnu~|2oowpE{{_4S%LS*7LtGd1d)OF#|ldv{jSYwa13uc006*^-0Xi(a6Rm!h~X?^
z^*R#(8}WZRoWGUs9YLhUzh{ek5ib&-g3Zr?HU;+4T+Q6mu{JXSKB6oi9j&puRCC~Z
zbRai~I!g1WkWs>8)j>Cs+$@FU{fty1M9?bDzvU_jl1gVzWkIJKKe)SwK#uRce{gUg
zF0?wUKh>URZYqdHowu4P^soLA6Mym~;vD5a4`^@SKd7ClOz?22qFZ*X)8x(9hhIpM
zB}}UVl839bg{@S4jA7Zq%xy(g{Tl1hvt)GpMI#;+xtFgHfP}oMO+{O{diGMqh@=a?
zeGT)z(bnGH;|(%amBxd)3Xcky8-&kUj4g~e%GN!YmXY%+j6HU5Pf*d&q~d`t1z-22
zcK4R;cjt43U0t`8;>*%=oZ{`Et2*CTBgV<;-f-7@<<Wo3GKeDX4*&y`V*o!b=G_;g
z7pl9I<$03Ibm>EaY~EixHz|M{P-#SSFE-NyQoVJjcA+KeMqik1ylSaU%G^JGVz#!N
zESe9cybfK|(xoYYEZ<CW>fqYd?_)1BSN;YL*Y;O~6v#zOf;?FPBsg>Yh-Minss1Y`
zMZ4b=A=}J4pgLNH4}q?h;nj{NNh}lrv7pM~b9}VTK;l4f38~R=c!w+QqK)C#+}w4A
z!i;?nAkUBAUS>R(BNKTVG$8N+O3ib3C#znwOtKJFul8PQ$Kk*+ye~t}F`T_am=2a4
zILh=FEQi6w8pa!O4;{^r7*6tAt>J8W0GY~J_Lhj*S5t3nYJxhd{2qR{fb6s;CYnmt
z!*^#i$mq&c7B$uSCyU}`(T~E+M-QnzHV3-q`*O4A?vk9~$qC1Pujr2n`ow&J7M|{N
zk_xnjT}p4DT=4<+tl?1rPm&j_YR=;^1{lMPh}KR(@q*JZ9V2}lIa!>Hu?JhqhM}nZ
zgn|=|htr}6@OtF&bIF#+H8RcilmQZDh4*p?`@_Q5Q5WNOr(;JSj!miV?iJcsr?_7#
zGga1+i&aq(Bigb&@rLp+_wNcoIYzkw`Vw^Y-@gaC=Mjl%Z_+EcV^(Hz*Zm)FIFbJ{
z@BMDgbm~pkzYUJa`<X33Z{7DZ(@ME<tr3`>-eN;lK#A9uwzw(f-$j+X{y`SQ`D$rp
z4C6Zf{^AB!OGhO~<tDhbpC35wOY@)#iVMuuT8{NF4!M$M#4(aGP>2LB=Zmk(Hwy|4
ztNhMuXgCErzla`*YCa<dPUasaeSMKKOD%Cr+~M*`u?uuU+2OfPAdAxhY^V~3i2_i$
zR8@1;T5XhIN&ji8^uTJclnhJ)<ct|k4Lh03(F!;{DU{XBKU%jogbI|72ZOY>Y@0%T
z<ueSY*kBdG)YWL8N}AoUFHUOsDiw_Z{4#@-^gn*epnHu)xr#>qjvV?C$!E&eLhf=E
zilFYTZ(m+BA9?vK)=57tj{$e}ZLr8d0Vx&x{2?%DAl3S&C@jo@%yUe+j%S*#am{-C
z^K?Ex)}^jcqNJdlP|87E{=;yvec8dSCWb`=$Uj6ixS1{XR)2mtH`;Z}EaSt6`<5f_
z2=It4CCMq4zg&PM(49yH@?*xDSim)o0g8)@mI870zh$=%X4|8$#={*SQLs|-0lhk(
zd?wa(mRn|hhf2^9m(TNWW2DDEy`|?VSguAJ`uco!!QBjWH3)yVRU;LMkKm&{v+c`k
zS%A$^tpP<!Iv7QAqWRwYxr>6qv+pv(<s{EmCVIkiF5MQv2rfIQ&h@+nGV%2*mi~h2
zTn}x`{*nh&?)r7;GiM^c#j8x=-nqLcw&!L!W9v0bB<+oaK;Q&|h-ZEQ0g5F?;k|hp
zj8Z+>%2ewce5kobDpYq%=!|N%l5LrVs@!iO2Hh=R1t0xi$v6yl8oX&OF<cGefs;3_
z)|)q7w~KaIRCAK3d9t4Wd&*za)3jAA@){jJd<^{*oql$?psz^OGDdh+gyR0k=kUwF
zlwx_+@zKU2>E9_s(gw>~O>pv`)b(pT4@Bw?cd6wPJyCgT{{1KP_H8FWJPF)U!elzA
zTUbDKw%!kT?SE|Ls8yxK@YI6dSFjhe12dxigsu^$fVcQyaG(N;r6wUu)g?jD*B#T*
z`YXF;8+0AfB^uYSYnUk<ohvg_l><&E0m%+~^o90Mz6$)q269kV7tV^zm5ZIvNM-mA
zG|(*Ya(R}*RR?R9-~3-Si8o1PLPE9}@jVmA(xYxE$7NA<p4<rR_nD=X2FjcHCO_`P
z3xuZR-3Qi^<b<PHL|;%mL`%u)5<SvT&MfF(pA)_dAmXr)kOJn@o=NJ=L*Kf{U<~S>
z`*Robai#LX!p`wPG{1HiPYJ4S<b+h`NJ|}iXt$oEOE>mqBDw3fmONtiM?3&^Hbi7^
z-*{u5N6TZ64OASB;(v0+&PBm){S!BLeB+M)gDBN3ndTdIHlS$yzLH(O!p_N=IO3Wg
zKsP6-r#xCOFA=~L{jaW7Fz!mfrzes@YZy!Tp~j|FB6CG@D4i?)959dDX^&p70Xou0
zz{LR4be>h^!6We3V}dR{SVp0wM!mcgmg|s-`UVD&WWE}<Qa|#chg>9Z%Tl01%dbDL
zYvm*)Rw|X~;(<-~e&BGpFHy(mSV!5uWOyu|-~9sv6;q#3un*G%H%|_aUF^%fqK*eN
ziq<f;JT<o592WwMw6s5893`T1yh7^VWr`bhjilL5Eb-Ewe3ABemB{tQ_r-a>m6O0o
z*NjgX{2SyxPHJzzPr(xP9RAKWvop=4dA3WX;>q<o(Nz(R`|b~JenqoY^me1^turC{
zbhj;%u8B&1v%M0p6cZhtZk%`^3%nY+xSyYnm`-|L<92$hS&^5))UO8UIWY3+cR{<d
zUBUxu#H2PIFz=%$LAzq&XUfKqdO*FdDfkeb{Tr2pq}`V6G})LJ2HB9?=^1IcPa!v<
zI%d9?z0DB`6CoWH4En#-A+8C!Z<himCEIzG2#9BUZ_cMY$zAQt6R$;kW3LDjWN!WW
zyWZY{ZtQX`EovCf51NGGWmk{g3fIFHEtOnNQ$Tk?_2ot9DW*n%z7OPzC9cJu10LEN
zW|7>qjFL|ipDLm}N&Cvo#mlU{0)c<<Z0GrEur$CgJalNF_5mdJ_LSDDi}Nix%BdfY
zg)}1H7X<3*8SbBfC+4ka*hZ-a0*t;oHv=faIcocuRecGYTj-uHhTR9@Lyl%ePDYAE
zsH`M0`Pcu(n&+c9Cj>W^hT9#^zsaWL(@vj2cg^qo&@=hI;`DEY?k!nY*Nkz3#7t>w
zX~1<?+a4A}BSX{9G^^G`^7xq(V_o`1Ss={RskBi9AulMs`&?btYPQ#z`a(m$#=PGa
z^dx$m`eZmch9?wg<gcw;S{LR)p9kzDav1_*$frF=y~Nu37qIQ%$>$&<hVvjCGF`8v
zh&j}ST0DRhL<9H)t9ZK{tr@Sa3&2X{>y}8~mSo2OJ*rZoRtzog9U1FgrY3!UHgAQ?
z2LAzK$Sv7*+k1m(C3}+|xd7eXRPB&cn3m?;5mN%$=-&hJMoLOb{mZMf83vP8dY*gA
zTN|;dY8^Qy>mQx2{=BuoW2vc#?_UNirDOMQu%6%tD&O|@35gqDN!uW2>YT+1(E~_v
zqSn(#qIxxoie#D3z$S+p*Ja6Q2vto-6?OM1r2}Bw%YhXrwcw>d0QUov1wNkcS^kb=
zf4t*ETYbrnxB+qGsH$WvFKxH@#f~2n2UK&Rj5x<7?HHh6#9%0?fBm@0B1V~Vkm8$<
z3i2U&V1h8;p#A)hy4u|gaE|{m{$gnv8LYg#uKuRLO&p1>QH(98?EyZVYOP7g+&>7!
zkj*z$C^#^~WK_@HeUK+>ntOp>z!D&w0J8v<8OGAmt(no>^a|QHh~vCPm6Uq=3Xg8p
z9cnT&GB!f~6N!B)bAFHbaDnPv$Xi*-vr_SJtojqzh`DQ#12tRLs(H_}IXQpWTQc{m
z6lf1Qy!lvk)F1^M9pBSJBakftMTc|qxiWb0B@+Ujt#+A~c;fEkd-vwd>=whTH?T3)
zYpwe4l!+er{1-9^X49>eQ_ge(sNp3bA1345LGv5UH^T2KDwLVsiTzi#!l*FZhHPP@
z4j+VU_m}Od_s5mWs*+<eg75&?AXiY$jpzm4y9_}X@K|3=Bt66Mu9ujJJnO+!qye?a
zzOwM@W0^9OFK1kc4gnv09_RJx-9__U)>aAtt^(P`dRC}so6ecx#?3H_Vrn%`JbeW^
zau`l_jk;;|e9bZ~j{0s8f+9j5x_{547My>2jN^Zl0m^I`lU%Sgr=Skp?7`AG?~JFo
zq}OMj=IA&61`~R-i0Cs;JbvF@k0bdbr@--#q7@9vvYWarE!z%4`&*CQ-Sb8gdL`=U
z;&Y`qkSbNhZ~s-fZ>sEPdahDYfevro9`&w~85~1-Mc=HHr_MEki})%91b}ciUe&iL
zX;IWmeRUae<p=A&F%KaV9|@!-Lv|nupbVf!!-_@iev88$hWmB=u2oi+S~`K$Y7mM>
zKK(SIKB+&$J=Mk95s0%0+@49oy0%Kqe#EQW=JGEu%KL*kGzEq2zN}yckE1|z%VVx4
z)e)l_a%T~T6l;rE?8RAorG})Ro9`4f0||0zV2JkjIuNDfnSk&9XEcjrGAzM`;Nb>m
z-DK8L2(1+569BCFaUK5gUt?$oYUAEL&Jl+XNmU>16i-UB|G?7v@+=1~fh(M%<K<zP
zuZQXan$Ek4tks-w(N`921Cr2$d5m$8zW#jx)Cv-pBQCIMmx2!NPL6X!4Ui9i>e~9g
zQlMu}{N?cpSxKMZ1iE^auEUD>wV4^W(}br9wMiF61~Yu!Kzjw?=fPg(0W8RMp@;?~
zuMb?;MEOj&5=1weQwad04cO>YcMD5MFooaphW)pLPV;T!&a~OyY|@-(pWb(q)Y=)6
zns0ZP&kH{P#KjHT_x!!|Z;DE0dcs6G6X&iyD%!{tbvU|0=-uc9+S!Yyv5~9p+^0nl
z*PAR30)8oi#6)55oaM07Plpd)&+7N7KnNp5cHORIcYW;S3!k`M&$dS%Mc~JK?fH-c
zd#j;cVl-Fdn}3d{>OGKaNR^MUP;c~aRH=9>0F<y)j~|ste+hU$<$gb4FTqlzfg{`t
z+#<R79-VK#qdDTfPv`WG5(*Cws7wK1RqgyqOpD?2%BsMhGXy>`T{NF{K((X!OZe$q
z&r(lQ^k$0-lX)1uXZlcu102-f0}%yc9u@a`5Umig0Qjx&>A{mT7ZQ8g)vI$90G9d5
zTS&1;-*yqV1!%e?CqP^m77}9xZ({U1aC{1io--k35hIF<1pRUGM}i35-HGPwfz*Wb
z>H1M+%78|weNmL4`(&wF-f-#`BoJ4(XSY{NVuX!Lrn?q_JH#Nh>pHv)Bwnh_Jp7pV
z3Oh}~8j+SD9Ghj_#RQ2skXw~ePg2!Nn`4{>h)(l{EQ9Q-EhAWFhyzg9oAmtI=4N-y
zk9<Ob*7(1!qc;t{foGSS!W`i?D{pi?%mbB__G5o;ZS<q&XMb>OR@qeymS)qXg*6-v
zfpAV0Rb8qZU8)%p_UV%$|D``W#GtJ$+tnM4yO8^2<LKb2?cH$N>83BDPqW>Qs&cfG
zqjbFvt<G6oa-@EEw@{}hXl`%$BCx98TEp+<i3TNb(u&*9coupdP=dC0YM``}4G2AZ
zT3TA}@&xHdQ(EV-VgZOmJ8&h0d3NpV*4Hhso_+gi>_{hvGj&PD;ywk}1AHN>>mGo*
zpkOoe^e|AQU~*#rjD3ASKUkK`ghD31yHKTpt2jy?shgR7OI6>!Gz_`}p8S=03?3p(
zoEP3pXx1$8F-~`7{+LiV8O}LTU9EW!Q}lb0-X9+vrP4n%STX{$I4H$OEmfr!6x`SA
zojGvZO33~BETA=lEzc34%Yl5l6yHm|*SlYLJY0`v+;who+BodjW{bmUS!$|sgKh)A
z2l+VGt3p1$MlQTeA%&@~OwEJNB!}wBkQF>)6w=`otrUvsYmKGP=Yn@9+Y))kP{>*T
z$*-U&$)&*afU~tdY{UZ@50W~iUPlCwGfisRXoHl9O2LQdBRV>M8>Mf)9DQIm=`IA<
zdra^2A2RR(9lE=zmu8$$FEQ1+wgn__Nlx#x246*125T!N5G@hSBK^o5753!Z0v1#F
zxs)N`*!9jw^gC|Fm+{QLS95QGkhUQfjp8IakJ2jW3zR`yL#TEQl3snHNqs)SZ9ZG}
zdhVPbtoE0I1Mmj#n07Z{{R7|s_>^kwAW@Za_3zWf7fuUfrPF07L++^NDGU`7X-PrI
zm1OYX`nQX|JkJ|^zxa{ti|;v=JzN+_hroN*LXZDA66c3(bPU6#*z-_N<CMP;opoIw
z!-LKXI0#X2ZWbFRG|LLF^`3zrZV7aF=7Z#^pXLTWvLB!a8#9SBDydJdV{D&4o7kl&
zHO2b~iCO{VaKzal|H+4KSp)P)z9d~$0+AL2EWvA)ba=45nwlpMikumUZt%NHg9iL^
z7ahz@;O9UD7gJC%s*`zi-U1-{No9D?$UAHY3(SrSa5+&cL5t&S^7T<T3*$qJXIdRm
zKg9cW-O`!r%QY{Ga>*xpY?d6W)RVtXL$nn{h{{Y%G1v#i5C`S9oOhT%(vqC+UUiE_
zLr98~lhV;b54U{4&BX;$FJKwP^#_}xkNzRqSN3(woL#;$!zkspmDsK4mB=0U*G`kq
zgJ4W0UHYt)(hjTttbeh@dFC~}#G3)@{n?~&hsh607_MHFy1oD9OMOgF7t-ve4!26;
z4hVs>s#QR@3EFVU2Upomu{+Lj$pPp7$A{~}Dg`&v#}N$ofpsb>;+*fP@&S>6H_3C*
z#C$*9(A9K%vH00GpF`y}QO|U`<$kfVXKjI6*DP@gzLWi2$+OH%LzTzu4$V`5jd|N(
zDp$j)_j+_(CpJ2vc<-X9kb0^lM?Zk_0g?aL8_3VHk&4Bt=OUD9={#m#|0XNEKVqhq
zcKrhaew@^y*{fTwvNz39N`Di<?x6xS@vDy)wlfX(B<Hff@ZtUKBpmjm<gDunfl#-F
z<Kg{a1+irw{*gS>OL%C=;VP=*VDe1<Xt5q}fu#L{`_OG(A&V9{bI-gLfqz6s<5Y6_
z^0-PaB{A1W5KB683Ukk*2g>l3bk5HsJh#U_Pq)uyyDeqYtQ!#h7~f+%v(dPw_t5>B
z7Bt;U`mIB9X1J7?Rz`x)$ua${r3tv*<Oj{NJP-miNWmSpOQj?3XVnJ}C+#eYX1#H4
z4F`7iBRAMM2vp6GtI>;x_w@@d7ht{xw`0KTI%xo@0t}mf#`WA`-dPnE15Y~=Q4ro@
zbNE#PO6zgdue_bRd-EnQHigq*NeP0Apo$hSNL<?Le`fEH-r9p}X}V?<b1hPHO&Xv!
zK{Y<yb3bn$%bLl2#_MXDgU=NJX>+D7tIR3Y>re@Lj>o;L+kMMbvd!qNpjzlCG0;!n
z%NnX?KKix<1Za^Cmg?$@R+WPezd2LhS(Ie`TVtqp*_xgnuF}cS#a)M%3!sHmM8c<R
z`HKAvvG=Pv3Mrpi!tSSCejBpxd?b;P`c@dVOn=~__ANmtr(M?VW9S!pQ`76aE1{OV
zR(PnCB(pW#-~2nK;<QEWAWxeKy7RW#vkLcyCI^RUS$`(kXXz!zn1@zF!vG*WJ;jeG
z{T~+h6u-@O7}jzyH@a{bI7;q-*w3@JW9YgO9+Z(f+1mUm(R_L23V<<TK*O%@jevMr
zQR1L@BFlBtebgcCqhv7HM{jG;B`}>z&!n)l^gNqRwRrHMc>;^-{Q}4`yYB#~<Ah=W
z5M4y?-mlm6pm+h4RFTk9+KSu&UBhJJ1^Yp$aC{mJlOCV9B|X+#K&{x?;~-t*I0?Oi
zLE7yHk9wA{G4n$$6?lC;FO)ic9!cWa1;u>*6cNphlDVr5jJCE#e-lL4DCMB7mj9a7
zuo?0!pwlR0F0XSw>F{AZQ_8mEk;(A#?k@vRX5q;@jb@l&-!%G*(NAC9AbI(Iaid?Y
zr-EkdOzn5x+qY#fnO>O`tWI-tnYbL?I#wdM2yE`_+kp9guTM}Q2?5u@0elPtI9cWs
zuZ*)@BcQ|A{^xZ}B7mO4KXahmccuzuB@y11+fIdZBro35L5my(72Mg%nY;77+4Y_W
z8ys@39{Ea2>^c3f<@!FqAjYhEXI(iClSw$;e+nP(3UJVw0{#WCPH8Zq&Xd7L9_Fd*
zYLycgwDYsJ73>fyvdsJEAj3gQxelN=l2-uL*}$Xz`Q}@u3I!j~T>a)qd2@Ag=UF1#
zkF>r@0RPmeeJD$$4)nK#>>2EdO1`Gj1bR51D#5z2&)ieBD`6R5(&ee9M!DthQ!DnL
zG|iuxLEjKp{Q&w7KF-j{Xv!=OV11MvBN?6XnTJQWaJpcj3HK>Qbgq!RqXL@Da?vbD
z@!Pp$&-S|>bEkP@zgusrGH8+a%lA4rUk=VAFzh4wZ=W4@O%<S*r-fZYndFx;xQ&&1
zCw!t~xE$+1unW}TEjq|j{EwlS;?z;RI~QpnFxYQZfd@_blp@(N(50B}T28kbroP7>
zG?#<;+^+XoVrQ)}M;X0)JfCL2vuztgp%p7PPraBNs(R>AHBJT6bp^-JIE<VNsJgy<
zt=k=*s7%N=@C@eYCFO8W7CjO&hf|XmZJW^kkIBHi@BXMYW%M8n>w-uwuWJu9@nzF0
zSLQahQo&>U9wL`sgH#@wzBDYP)E48Jzi$@Igu*~wbr7dC>JE{Nk@wTUQy@@bud`(j
zweUzGapO1WbAG*Q)K|<^>jP!wJO}#(MPa@*dkPL+!~wl^b_gSBOwgIf$7JIFF{hNr
zsjgEzE?A_9rQ5202Ic*qDd{p^J#u`i7+}%DqM|sO&z|_FCs{o6;o+33t5?&>u)Y&8
zA|}YOl-J6vvIfCDu_wP%dxoCZf%3P+dMLXM28m0VS@;hv>yg}e!QeSmmuJpokDBnI
zGbxx?gTq6HTi>G~f0U@rD0U?n<aL&?Z&_#he`kffn~enp4vPyBd8Eui1K)NWw_D3?
zCk^$I?<!OY1x{45SIm6tKZpySTRtpkvM;k{=u9N+-BB6k5NMgi?;VRTm;gnxE3HT`
zS5?hOVrbmR=BiWI_w}llxmCHD%{yTw5=6M7qDYS^r@W!1nXYS99W*9BtrMnk&l4w}
z$6*xqM2I!T+~ayM+~D;zWKCd4M2@<iPClKm5ep}$uKkQimL$F9Qy;dElAQ^1ecsGe
z_%e0DRr@nAlB~#4jnsPKLgm9Z{E#F^HWhStC-cPyU5apzcT1qM?-lM?yx3Iz{A`o0
zSn_R#t6X3k7(Sa}WwC<RNY%{F4W9LE`StMtJt*4DFgWodI9D3ndvYYzlYHzW_6kSc
zB{L0v5_CJX%`jNA0Ip@Vn386}PUC6++gO|SIOX!d+lH20U-8AYMqJ`|YY*d^1BMEk
zwl*p|ac|pPE<A3samoMvk4Y{jyDttqu*=Ud@eS;=eJ1<PY0s*#d<8R#c}_Z&$Q){c
zZfcDY>ctm7w?_(DYplUDxv$KyWV#EZ$JSiMI(T?mP0$>YsugMjZ4vY$?wZT>HBZl6
zOi(J+mE*B_&MJP^XEq!_!vN3E8v8bwqdo8y!Ypq!7w#QmlW!Y8+<%{wk=k&v#)&ra
zPG44n1;3Q@nj>BHgwvNO`(;xruLsyKUU7WDt~5K!<#WYwRmGND?uozlb<YC^FV}jM
z2E=zMb0&yq{+!T_i~1s=@_S`(SefR(>Vch*lZ4$mEh_)}r#6jR?^#~?hA1-_gO$Yu
zdEX_UUoM%JV>LZ!@`z0EB6KVR+UE{v;U(iZ*Ms0T-URLQ!(vY`eQ<vfJy?NyLN*@>
zL4xFuK-}=;gI>X>*MlH%6Rmr=DMLo<3i>=Yrz1KSGnt`}YmTmVY%^`0w1V(4(A-%(
zF!8ez6^Btw5b+yYh}++MBG&S&p_h?p=b>F$U9N}F;>=uCjlrq4&>n5tZ@A47T~tl~
zWNl}nWu4(h*q<oL$WYz{8TZo)+>oBgTuZ{OU{PF6>%3|Fgt^m3wZ{NfOHID&>swLA
z=!Ehz%NzG_O`nQ+udfC#mh=l)<E_rmSPs+T5^ZZ2C)x*Jeisc|WRFClSHrq=D3SZZ
z#z7NRZaRlA2~CmiOKa6_<ECCSmIuPf0&ESuoWo$7P-n~cbaU?`7jQnI@y`)b4qo%P
zZ)XsN+9HZW4do+smnuiJbglQMCa)d7w2%COsZ1y*s6EH$Ok%ZG^F_C=+1XhM#glq1
z+ivfQtQwxz8zCJD8k_rhXk@=dm@uP}FT9<JzQ}VJ=Hohub+X9&BY}%>c>@6vq+{HI
z;Rsjd;0Vs#p(4M=qa?CMFrjAA<2o8AlAtU8ptDGHrWb=>Wvr>GEx>Ao`cBV2b4j;7
zIH!rSO=ObSEqofEF%P0`v)-&tS3(Cncp@lo&Kc1QdWE<FuoRzAgNNXJzXt@-9mV`u
zz4RVNQeY89Eru%f02@gm`ep9i-4|_rH$1HE2jaI#zZc1^%xoWSGV?Fvt-HJ@;9lI-
zu1hkBK83hl?u@x*POwRK86Y<lBXZ!`SBQK|H!C0`6M6U&ewkctTo$w+VbB(!{0@(7
ztk#;DCrYn5$iqI0Oc1o5k>|`OaOzMDS8L8JbGo}6)LY=4ExejG`2IB55qnMe?u0&z
z3F@koYv?p$<NZ0)f;)V=<`jwBsmgRLD0dVp7oFIRWewwx(1S-r8i{VItj)Fel@CnR
z(4beJb>iTK_UsL1yw`2Bzhhk7k$crNXdO!H!v4OZgO*=8dA&L!UOR4``z~Zv9n<n6
z>Mr(#p~xYhYh8&RLLSz&!pJScZ&%HGcFf&FP;1k1H%?o8Yh$pwV&+hr=Hhprz1r64
zW#KD&O~^_90u*{>YpBvS(HYl2dgCx?4Da?OaZAFgq)Jf!u=ax9Xl8Ol(Ij`xb8L|X
zR&_2<aOs?xaNvaVeI#Q=JsocJ;6R|9P(FZO=Y6_qkK7qr#9Q4!Y7lL}g;%F;%uH@<
z#|-1_XB?O6^)es}C>LA)C>AwbXoc+W|N6F$;)(%aA^W-F`4%w!cu$O=^$6fe!x+BC
z2}foGM;xT>SdRi?+5Y;pmY(@|E?`gi-5r_Et%<=UDi<`_@Kub`=xq|PtiReg-4{u0
zDul>s&mXQ;bTL#Ew&9|{8I#ak4yvfPMf5%NXhORF^3ia$>z2#W%8Z+PhG>RxMDH7|
zEpNXs1Ymup=e}k@ucaE6eW^`a!j~s(PK~ocmkEZLJo|m}ne~;Jc;?4~bT}6x+owAO
zxVGHv#qX74U#nCwk>l97pyeRKE`q{l+9_^<>&J6r8<D436d$L{)36xlFYftYT=m|5
zbzUmp$V~eqD4)KKuC>)xV&gFela1g^M!G&_E{A6lX?X3peuxVSRsK@#HGy~bslGU6
zri~=77<095se<)JiuFRD)uR7n=<51u7Nixrg*}37nsa{)U$nNiPn^=gXZ7Ra>|ZWG
z1xO2cY>x$lM;P=R`cxS=wkOzBQfgJzRqj9WVIwC34Z4!wgP>@-lnw;J;NhfG*zJmb
zlV7*_*0$;&l(-O1KopQhf5zyb%ZjpH>Rl~Eo=D=H&SB!JMJ|%{s#QlJJ$pgQ^Lv;8
z@(+hZnC07G!%jWb*8V`}ISY53e<q*$grnagKti6ZPUD#8Mn<9m#R23D0(D7vQ`C^B
z5)GB8{SoNMc08K34xdhwHNIcVAT|(lU?8qh=q*a(A)h!?{gO}R?HYcaIhJFTFjR|G
z5Ro4s`t+keWdd=S_d8T%aOaP(KRr=hQ)7OV?0Fy<H#v0>QoCPYwTt+spua0@vAdnX
zPw9F(bqG`RoTso&oHjs5j*jMNLc1K_wRNXr2Gi^I005_Y9%YgNRMyIxn$>Wpyh4o<
zI)!@oqL4JTj$E_8K|R%)C(%M3#J}u#wQ^3A9Xu;UVWs}Y8d0MF&=_Uz0&p-Zpo}Mu
zxZ}<1gvRIqV~FUL;@9~AL_4M{x9YH-4z0S%0anZ)1+v+uU$-v|g5do0#lwFf<R>+l
zR~=+0fB|iW8Y6kb&OZ5($B}p{!sAo#s=ld}zx8dhnLlf;-R6$|IZA{x`694`66-)*
zwRj>fkZC#5+@@=sMNxKo&Fv$upZdbGFT&74M82R?i$Ct-@2x&1xmh-gh#YXO-t5}2
zK6>e8eIr1Iush;USY1m2#=|*zy`D3^aeY;;jr~Fg{??CL_WNYv2EJTqg1#Uxc7_m!
zA(-aWI&~$8@)&m-Ee<+r^9?(c>ADxy`BQPM1TRweu@>@W7PMh3VC<2=-8eic(hcF@
z16;p@og^yef^JfAE07%Ygp%|HwZ&0wDD+7e#tOnZC^&wlVS<-en~`0I@Y@E(jrnvQ
z%fSN(_^Te_(+L(G0p;~-JhY@F_c$|v&Le+6q=VRSdcng?r3+lLNDo5}0<Z1^j<wU~
z3qwJ%>WRI-$rIiUD-S;jFoy=kqe&;fPd%5b?p&;N;k+&srV;z$V_A!zcX;tT%_{Q;
zZ+6YkzpNh$qL`nNUW?=8!xww~4QI@Yz5wSgZl*s~PW$LWh56FJXzW7af}zqcy#S7h
zsm2}B%w<KZVxyz>s_L#OeC3!!0Z~VckP3D(InrMuRid;`7fIwu=T6I9bBC|+oW;c(
z{MnEvTcDE(IHZ9Pi~?RVfS|n*%T-lyoz@x~Sr~bQ<++HqGeKWEZCZG*>TvZGgpxc?
zD#RY-%&W@a0a^wUEs0EZ^-m6V%R!Ix6IVaDEOi>3F8Ro#GQFdf|GKvRsq!(f>vx}T
zR2%fV70FuWT~J1$spgkaU4T{b=EE_}?00H_N{}|O29&-EBKHJzg&gan=JCWYXI5#0
z$4uiz(JPy9p?pFlp{iYu{kJ&1p_`Ff3c6xV%RFvmJt0(u9e(VBem}6(gcNyVRqQGl
zBzgnAW*CQ{!=){R$V#!xn9#Oy(^fb#XBx(KqMhi_kp^xw%pVzR4qw_-uvfU$#+M+1
zX7D>mzJ%QVd7+HVE&U`JZ4Vcei(t9vGLQVSu{H2nk4Gnwt;cZRhL>L9>I^Zmf8n5G
z8h=2dw-h}YmbrINK;Rw6Oj94{$sM291wofSY`quV@*@go%iQ|>%JHZ*Y=KMRcs4R(
zU^Zx%x(VkXyq%^qUgq6%yUxY=jopwg4F6$5tO7qeK{q&awKiT}9!*-xrgb69>*(Uf
zV#U#?JG5{IX?l-RIgsjBetS*=VnadM&&Kc1-029_OcWc7O&(^L6wL+#(TW9jL5@Y~
zjv{hc5qjtWajLbsy$6p$^$qdWfGP}8P+M{{oI_8AQHBz{7??wxLXK6{^G-z++IPmr
z_W!~Q9UwODPreh4C-QNI8q4|70pJa!Bl0&Fc9ahiw-FViYBGTI6w)}p=W&hUvIcO9
zhaCXGDhuW7DA{&zb_G$j%RdNsnbC>s%^vQnvOf?K{e6mv$~i)_Hrp=4azTm2YlQsJ
zCc1a4I@_Lkv><>@vtGv|;ow2@dst;?DA%aMkDUm3%&xoS-}<T)>i#VcgS8lstcjth
zvH99Fdv0U>2dRysIb8;XR}sX1PmF`=0pmr@tTl`bysM{z@?<LoCMKL!{V^oZfaJB$
zQs7vMJUS~EeGvad)ZWco`Q*xEtRu>N<Q1E%z0!=|U7=YFG9jbh1!VGIYluY28PoZi
z{aWAGNFz%HkVfxK9_9g|i+tT)J5~lDiP=g}W}RgkcYAP3HTY4YR|lpSx$T9#gU2B2
zGwKKWApGxE0w7xEX~dS=O<4ufdHA+Qa>S(C?g|O1D>EZWZQyT0Nt`dP2XM!Oi02<k
z)8B5vAKCl;&F(upcu7VOG`ju<N3zR>I7~KQ??@O{27q%FUA<l7_@LXb#|7vUziR5-
zj<9&^g1+`S;adO&f|0vIiQqoG7v>ex6?EMdg%bQBp`?=Tzh9hxLle-L0${q?42Xj^
zCesJN1mTs2GVKWo6^PO2%}}Cwro|}MW`JNb5jCp8Ur+aYN)0q10=4Sb2q5eHb_ez=
z#&Y5xsgSZ3l5c-0NRPQNTe3v9?wG<aSG-CLt*zmF-a-)(*&y?kYccS(wY60V;7{1R
z9Ucba@`2W{;`v!yKx!&KZ6OOQ7_i88wQEMZ&g8p=M~NmvR5ucy>5W1VI)ZL}3}+x6
zl&V*Y0T}OuX+aIMPt+OfwVys$**#8-g+LFr{(xX^DAgMyU>@qa5tFY7pxa{@jA-pD
z1RG8I*q|7w&+Ulc{O!-eQY7!n?vuSe4-=!BD*L@g#K`+;a}bcZeeRNDXu3GHoQN6_
zvZQY<yn<k#3ho=J>muGD&$rIY>BD;}R|Jv0a=pPY2tcrGC}X#8Uy<#QEp{CF_Ac+q
z-{s-aaWo49$t6$ls!}DeVM#sdJ8rMILkaD-4TIb&YlCcB&H@pbH7a_x{=AE+I@^&4
zyfpC%auVF&y}%MRbNlRNfi7zQW4sBc>{tB}W9<bp@qW(V5)V|ioJ^AdF&8vof{}k|
zsxQ+Nr!xm!3cFv6NbH<m@WVft>#x+cset(d4dF7cqqD-R-_IOZ6Wn2t{~mn|)u5rX
zx7QOfZHF+M#W=Jr9jjYi?!mUhpY~O6PX2}>;!-UwnbCTnoHuS^qab3>RhA*_CvQ*~
zkcmPZzg<OLZc*`;W7!bS_P1*RgGCaY=)Ymg3(Ap5uh)Awy<N%;3^?4Z<ml!J<v}>0
zt-<F^B?P@+(Ps<O10^#pRuygfMWDsg<1|z5dgW|z9S=9nk8RXvde2>P#sCV19lK*2
z6+|zZ3)ru~ySyd2rxn28u_JQORW-g;?l?4p;~&85ux&ZWp7O1zIw*jjOgqAptYGC3
znTVGq5jSq(^d^J~kd1vJ1x>9ZqkVSrXut*{;R6Y$1LNoBmcy?9TwHh81E7}#8Fd&R
z@DEs^u-=b+snx{ZZcM{Y&l}I5QG@;?LU-+XZsPhab>wQDw5Qt)7~=RNG1a)HNFq&j
z0|Bd<B`8*eMg!l-l0oITbxS@WYUtvLb{ka&e7*{{4{klNy>{(WDnK*=yD4iP%K~B;
za$BtDL2Uh~or3k#d8i16;j5gpTOd>2&o2(=CmSa3jm{^Fbl8;^<`QXGrxzDsU1-pe
z=w`tLSE6E<dAdJ~wO3cbH}|h;Koh}36G5bzb|=*ubu1*m_!eRE?VSh2m)QP=c${|)
zsw_b~-*zjCB>nz-!Z4Wp-4KW;1%~&m#7#Exy1SWyx_p5Ar>eIM9$)q2ciTG5=NsA8
zyrQ@C&x;c<hAcI&z1Vpj<)@7h#ga%gJuS_ArqjS|Xj>W(z?f#wBCHhd0K|h_i1^$c
zlb*Cr$c|kU7E%W+3_yQBMGRfs$M=v_8TNKRVn~O7e>e%%p={-a-bo84m)qLJpdn|X
zn0BlEA0cDdt{q0LY>k}W68G*l6y)ViYAp4kyO^B%D4w;{5%&VT$Kt17l5X}3kU%zR
zwpc_&z!PJ@XoCEYtNFC+hQ|sV)OwvPF|t$vL_WggGwiL`F9n5fzC^#aw&N-kCHH_i
zoO}E(?&{BK*7}W1^2jx9Fn_sfq;=kjlbYG;%L0S-6Mld@*wA=<pTvSYoOU{h&;c!K
z_#_#8Rr8<xkjXLlIfK=I&B11n!kZEf^l4%R6sMcI`J4Y;4D!aZGC#XLIuXD*zI!(j
z&Yx*%+y?AtE^DGeW2U?oagO}dO5Qc#7pVM<$+`jp1?M6npn+a+fVksmsREHIIh=f%
zaXXp_cB<buak-m~tx!z~JkNM{MOiIEhgEG6`*o*|un>j471?#Mi#@q4KH-;BJi*o9
z{5E|&Q8O918!y=eCVLFPnVYEW#T3T~On3?l%-$Y${-#=ebXdEya+!fcK_B#Qc+=X!
z94)XsBNQ=VfOgdO`|TYg?v}*gSSCC+L*n4_hnu|Dhiq>!+22+Yp!`woYK7zPF?f_e
z0f*XY{1GkKQDrr1Z0^uc6z4h^3D!Jouc{ea*S=bmJF|pUw4#X~EX~T8%0=dCp-%%8
z|Hbm$k!Q}*7LQVXjN!3vs04KZ9S5^#*xV~XKfPujh(EK3D^!&Iz}OWur;RXY<C;}^
zlwadmu<58RS!HR`X1WZEC;E8DyyYf)fXOgh*K}p4tyZfg=$7*Ep2}U+h(~5F$Xh>=
zC)<0>QE%f5vGtCZeCpgwAIqmf(XkVMY)Udab7(<4vo*IZ%_pXAiIP9PR*&Tt@tk-<
zmlzVu$^4hR%#5W8(l(bytg4H0PKyxEG6L?0Ty*)PbQy{skTQYtGk!!Rl$MHHZq%Sd
z4|r8$vY~cI>!JOV5eo7%sV}ir?Gd+d%}+96cHf{s0;rCh>^^0{=?f<5P!h{0q2%f}
z)aa!X&QvF1<S*9N^f{;^ev1`3y9LnOyO>p5tBMULStjG#g9E%lwd<J^21uNe+Fzc=
z*jupq>q&XM@Mok`>e8(e>BgWoj_6H(nch(by(fR#(RmYyv&?WVO{cwkCf8HZSE~?M
zJAsv9<X&Ia3u3@10WaN*-pwVW_nAGJq|D%2#Tru<al>v-9*sWy0476jX;oiU{X_&=
z!)rBInCK+}3eG;V9>?>Kh#W8dDc$pX2;GvsR^934a<HMY?WYelr18(5m|Jp<7lR<_
zw^o3`O6=B7c*4GhF8+LmxkPRh!&8t&7JD%&=){|J$V;NJ_Q+S)TLRPt7=v`XW~qcQ
zoJU3W1IT1dHuTQX^wy|jgoHE7NF>r=c3qqOm2LIKkzkGuB{`}xIT{#g*ST~GC|Cq{
zJLvb_Cc0hYj;(sbThoi}f2Eb{_z}k$7d%rrWGgBnMfQ7EV@>^BnjpH1l$&>|2qrim
z_w@Ydm$nN2*~{3_5KZ)I96D{C^3M|7C*0|8yJ_&E_ozn7H-N0b?7<yBQhaJIN9Q_M
zwD|L<OqZ}F-tva}1h{BsZf`1Z)&<$w_Pp~=MxZ|8#8-ci!SIo1$M&`iQ_$0!12WL>
z(^=!GDVwdM1H|bwL9`|JMD+5c!|q1mi!3sk_fzArPP<3b{#pU&tJjAx<s(hDJP8EP
zf^x}`6lGY|3pRl}Nrt7J69b3T%;1JZLRrnnsqQ=a8%tpY)I!_0X@wl5JzV*?Y0s|E
z94l-RYbuxFd}P^BKPg6F;14`NLfm;JQ&=u-(^yL$_dtVYtX1`W9)U|Qz-ZWVrtPm)
zgpEu!3SX4RSJD$r(#lU2b>jC2u>F>I3j?*oSt<MLPcnmcwqL;;X%UBgNS`Oc)#8lO
zSC6Yl8I9O?b%kplhCua-!~zc>gzmF(sCVE@wh-1OUKF=mO*U0#w9Pd-irM#q6Q{)H
zUe=f~tf%a##&t#l{RS3QS$VB)*G#ewZd-P^w~$E<07(D$W20Ln^v8(6UqSoNcZP>5
z)giaE8tBCnbyN0g{#8QnL79t3l~M3uMK;J1+cALrvX&QrT2o*lM3V>Od3VE!e25Ay
zyj!><Ez<@Tv2q>SzW*^k-Wl$xu8#03!#SL1xGxLT#8lzk6x?7R7v$_o7_krKCFoGM
zK)%we8_$XzKr`#qauCpf;Z5E>wp2a8(@+LFl$UqL%Yc3}D?r=)k52)di#t5#?&(<T
z5o7pi@-=MUfvV`C^E3J1^kBqQDJi*r|3WX-JzgGA!gT?3O-O}1=2%1RPyq7u_@T9~
zgt%|HYT-x;AQ~Bi1az%GH<YiLOz7Z!q=si0u(-mmWmR@ztunaAvMw;RZlup{##ZR>
z1zvl#IOz=Hi-^U^?Y0Q50J6=>;0ntUv|~jf0Y0-hym&Fn2*<C4Wx72if~*L>jl|VZ
zv%2Z2w;go+v6rwPEZtk;wSnIb$Qy2e%wI9n#c*(Gz%L8+bsa)S=Ps6@oyrPxr-ItF
z7XwzpIoQ>92s0Q^lW|Uq04UUN(nh_Gw5;n0fks^mfCdI*Xl>VAuX7#7J%b2~Kv8t+
z1!V(TuylJO$8!VCfb$`X>!%X2S^<>_TZ?91>J#v#<u3TCCrN_DabVsY@kF1#Y1;W&
zcm?jExg>+|_SKy(b)tB%Cn>7&gN8g-3&XqpC@Pcj+^sB7hy~b*R?y4Ph$#Eop9_mb
zpEIZGgC^Q0ES8%77??Hxi8q$kp;^LgNS?7l%&L%Z=QKOj^N`%}XI@*YrR|vdB|760
z-s_J({f#Os$!GU&jx>#Vk~|MG0Poi*X&8^3GXg0Gc+lKZ(Zu%EfhQ4KTI&5&xt>4j
zXy*Z9@FotEsr=An79F$S=>byJpk*fzGWHB(vnf85*;tJ*bog@7#k#>;=9fON4u$tr
zYc1zEW5I)dxrRYFc;rO2mTv=zL#FqHy*!$*&QB9hH1?&+f!8fM_mu|lDC}xG`zq@T
zz>@r&!dWQ#an{4R=w0^is2|82%`zph3+#=@d1EnBD&IdgYq3@?#VCa*h4^g|ByC`j
zR|yT{e~FL)>KI_DX||~^gUS~Y0g!sju|9h1y1Ii?O?i9*>Ts%Pbchzs!Vhm8m+U{f
z5C;mBlr!10073Y~_286ela!4mKW=wR6oqwywDKu=Ko@#wXvZfk?4Au?U5x@Ag=LOy
zQj^%!*Uy<Z1`^|b`!=x2vghF)yMh^+H-LpQ6ci94FY?y5XU`{l>60(|7No?0KX((P
z=1#Qzb#BJkRYcr_fni-42nr16aWPTYBp6%B<1|BkTR|FZ^!lY3P{sRExUC?p*8!vG
z{c&yGD>6rN%Um_r=sHBEQe*<;4@SME-r<T~aQg*HpMOzvtSMA%XoAvj`IFdTS7e)T
zphUEl4RNk=!zkz6RT4cH9XNi@`RXsCZP0818KpW^#rMnjocJh<#3O}ES}+NJ9mR#8
zSFYAf-=R+Bbn^N6Am-Z1%_x0;sSngOOq-N44~Z$v8y*Lyq$KInsHAncd&P0P$95zL
zyUhzu)fct})L~1oHJ;j%UGK_@Jx?Nr)wJ@p_BZFhjSnr4(s0zTTg~%-4q593?;&9C
z?J?PIc1$kNH0LKHj&m29p$n0pwZ4%~d=&GLHY$-ZjV*q7{6D;#+Sn61JeS5?NJ@pP
z8jBk#u||<SylIHYa%(gv&G*~#wbX8l@Q039O(;A8^QAG#(Y3L1*f%YR2yw<?<~6rL
zq0YO<8XBhacOQ0t3*Kk8+MnQ4LYrKEd(IBe(v@!6eGj4BvL3HuZflu*9fpvMY;ky>
z>t%1^j*p@lcMC-ZUb=lcBj{Ayy&_`RT5ElD+@A6ev)HOjkZnh}sqFla*l;}|xc76x
zzOG%)EnMeutaXjut_v}#S&8ugn&r1gYa+0d;M=>|p4#0`AUBD(BQ;^2k<+Q?*t6G}
znNEnbwj7KUM$%rMIo$SSEGNGdEVL`#9>>E`P-$`0s|cG-I&?<c+b)KKRXsW>Ola5Q
zwENz0myONz6TVONjux&qib#{VoYwd034c|s>-nJZjd#=BK#9!p_Qy)<(1$WFUcN0^
z5Dvfm7-AD9y`LO$cEUiemG@>+J#l$s9!AAn%)F;pqNK{O+#f`?V8jH^-0ZIBk!-Q>
zkhU?!?XJ($CAwEXh+xn6Ut8<xwPlDts$KKk-<?OHc~HW)9IwLQS&~Panie%XNweC?
zx6<;fH>)%C$G_`<{eDPXK6{lR5}MjHpwmd~FID)W`RZMC;ygAhe>y)q>ixtZ#B&Np
z-5z*s3I<D>>a`cAEVf6924nO}MEjlcijTYFc}GmSkT_U`6EfJ3c=qfq(JZ-(QRO(h
zVQ0Htnrs6E7rp1UOPnn>-gav0N=iz~ea9PMUb)uJEJ5&>0ll0iNnN6PR}(#}ADq7M
ztW2UH67<xZLK%5=Cd{zL=HrFn?D0gsPp-4U5N)%AWy<^Wk-pzuW`=2wcDmfMClK45
zGO&hoLywOyKZmxs$7Dp8k@ZYO4@=JR^)?YUbE6v<I9tl`w$<2vi#3Nau?|U3slGp7
z$mxXJP?Gea1Z~)g`B%fVCSK7mT=Cd-kO$q6FPJq2*z14$;*l!3)tQ~zji?wt6#GCg
zn$lPhsimN$Wojwj$y)l9vmZ7XTz$@h27VI8fRfFS*`MzBZBmpx;>?g6<~V(EDHML0
zHVT}u2{TtTCbf8NJbbgSnLU%u!9oW=sl~A+#8?R(Z7FZG?v>QF)Bv?X_1k-f3o#St
zX!Rn8B5O(tm(#5WUk{}Ww$9D4CGw=D@m37+y2+(iK>rNZXqq!~(=k8Px^4*XMn}}a
zim|p+>5Q%Jsiz(=EOn&S`Y>dNTi^*FDfcobd&V<eyC<cht}Y46x#s!1Q|gh^i4$Hy
zLtO9N4Fe&$Zt(Q%7@a^HFNMQT2ilB!a8JaH(nrIegx*#0)3VTD55%a%6E*hS>#kSz
ze89%#!JJ=OSfJ5yI5^EyGT3T{XK5e?+n}m8N3DJ^p2R<m<7*06f9iL_ydVVZLm0FV
z-^{Gmj7I-q2k#6n>Knfex|gwV>}YFBcLenCa7a<PYQVRM@%sIRU3pQFH8;~^#(xg=
z{B&n5ZoHw4<MAI(wAQP4KVCeohQ08`d(%5_!L=wh^EW7IGbN?fGO77VIJekU!BMdg
zv1!n|;<LH{PI5iNJUxhrZJJ75_!3RtD4)~t6l-=WtlOvVaN4(MkVPledU**t=Mvon
zDtzH69}7!s%p$cT1$w$OfGws2shw<3@sl@kdj9I&>1**si!$}&KgA4-%R2n;C0RCC
zgI=Hc@`-e|Q{h*}zhAL_uczy1vp$Ep?RW>C)B|+v|2ItHHwQeP4Y?e(_i`pR3azi8
zCd!UFgC~M$LxFokJH%1AXY4+M#{unfTib0>*>>`hRz?u`B?v*T=N+o!DW-aX%Qw92
z?`v1yal8R%0FGmKQ{Vn%DYjW&7V=3L%47@QD*{!RZ7`_{zI~eG;dDIz?2%EMeJap}
z&`$*pYMU)wtmcpXQCNNu*hAZwyK+ITF3QU2=3Kjx-sbh#IQZ#~m(B0YzoYa#L><qY
zT!MB7b@Xk$a^;nWvgC=R*L$UFZQCmoT?Q-gI%UaZA4)b&YU}zPMT^gmMtc=a&Nx6-
zKLg+*T!B>H=;0<=5x8x=wzJQH@kR)CYg*5jV*ywLgE`#K-)Nl0#*k{7D_WR$9ADmU
z>Qd~?g?t{WQp5bRyX9rmDRUowIwOR(#^b=wX>=qWxx@)iEp4|Lo_Q=Gp)t=7bFe|x
z%w=!yzUfd#CtX^q-qS1U5~0ZqdL-DRIXY~eUj-UE)zJvMF7nUMT8>XDTLsR~&x7e8
zAYbCYLm_w7&H8f1C_!odTDJuyhb|>^oV(2aw&dQE<&j}!G+4V<?Mn@zo!*6OB~#Tv
zbV!h+2TBVS%PYN5++>1w`ssOat>)Wl+ryo$^dPY_N(rFuvU{C{l|y%qIYL!UxAv>k
zW^MO<q;BGIOr53%PKtH0Z9OImsaArjFA*aw95{9)@npq$j-10qvvuV=s&RK!i0%!E
znNN4(xsSci=Z4|)nTwKtxd8M!y}yj<b`o?Z3nG`byTp@RfI6U#_6$`YjLbJms6j=!
zSe7i9Q^rhzUyy1!XmZdu5q{)J-q+WssH7AEzwof?edy8EQMg&`Pn*|$;EcU17Za!q
zj_P=&XkR~ZJ~|-&0jz}sUhNb794$ge=fnVd?h<6SW*SaPHl{}kUq)5!F59jv0_hb$
z1GQrqj2?<@=h<5ue%Sf)DF=TW(yHhfv^HV$_ZX`-(o5Dz<{{8V*6Em>&VMwuPFRa*
zHd<~|zoRu9SB?FDY<&k<Q(4z8j-T?`Ku4NDKt-hq4AMijfk+ntArvJ_4;Ucy<}gYR
zDj>Zm0@6hwbWkZ#I?`)2krqk}9YVt0C(hhEzyICOgENnqoPG9Ld#!i9>s|YFrgJO*
zeV;Ws6)}MV&nc|5L9aAmt`#c@-9x5Msq+doL-f%V&d*#H<-HdPHLcwa<C@0=d3qWZ
zg*Dx3P01p?uS<4ENzyJ3O(Tx@W6(W?hl9IHB*v<%U&I{c{Wdh75qs#QW)Ai;tD%{h
z#ztdp_n;7Xh^XQGyhV<@3_pLBjjcjyudrjc@GsNF^+5jQ0I!_f#av}>AJf}}#GD38
zJ*}+MOkWnl+irg*eeAGJYW9Cj%Py{0?x{7CaCO$Yu>C0mboP3Fx5jle|7tPn=Tv-b
zclgR$KUKbZWo!;m(MM8j6R)yMQxJ1+dY)EiP=lxoHhU6w-D#=t!%Jz98`Vn5F2ePu
zv@>aZhprUTG`V)jW$vg&9f%X0ChmwuwA^7>;cX^n%kt5qTehqozmZqg`mW}Db!7rk
z-t?th0tsicP&zJb9lYB7rldq4b|9st)7*nJwvZWlB)HmuEW+}3g5nkg2Z6c+1nR#M
z_f)0iCmyZ?q@xWxaQ5sg5YOrxSp0x=G%GOwjYyQu?(Wwl_hnV;l>ZU1QZR7?Xr-)x
z$xA90E<N!8fDVk;w;)4z8J=yOU-T&N5%=o4A{C{e^+8fL0Sa<^X;$Y_8`Qmro>s1Q
zIU&j$r<oy=rRd`3DXp^d+MzX-|5%t#*XMVrb0fG?1N8$zB-UIm!pWr;UQ6_p7p(D8
zp-+sLwZ5q|)_SCwtiHFZxR6#y+B6dsNQWonfTr9NC#XZpf?By+vvc5uiNH_&#pjlG
zB8>l?Ihn`P@Nw;LWVk^rm}x~|vTkDa+H)#;MYO6-u1WopnApT#?mWPrA#5TvP4oqi
zox=**9#yO9#(!_(c$%#zN=j#TS*pUSGsSu&SE56rq<FMj;#rr(i!L+S)X|lRgq!G9
z&QURN7%><Q)ngf|_x<!N=fgGzUAR-^Hfk|lA#I-}|LT$mFE0K=-rEL+e?aM3ORc|k
z&$aO^0szaN;f;xNLF-|`B4s&xh<YFMfZ4xNiO(HvqD;(|QUJkpakFqC7vC3#f&#gr
zi3v<<kJi8ge{Dk+@jQ;f9N_5Rp9Opd%UB|2Xr2=fQ@C(JZ^zg&Xq%Bw>Sbfz-UUL8
ztwIJAxg2661Et{voq@`91oM_uopd8ytY-hY0ky{&I<hm#P#E^&K%7l2eTXXo!O}}N
zlyx0D>K4plVlrrCVF5XpPx*NS0lZ*UU{RHICO{l_YaZK3MpR90D?UM0YeL3vlj$P?
zdCmdpxx2ipB~1cg1`e4x!SbNa6eX#k^}?oBX}n7+oNY<hkqjbY2Ri%b9{hgZ$$_`s
zju~pdyxE<51%b$e@Qk+jHnFsvMjU^ozHTPf4tVp^iF@D6c%*H!+?7}?(#My5r5oX{
zBw*mL5pIE!Y$L(<$vnqT?2Stpt~zhn1KUO_Zj3D14i))QzsK$A!5({Q0tvq7@k-8-
znJI^E01b$U9Hxy{m|_~TCZGN`Zfm_GS&{qE(xMz#w48%!rrc`6B$rr|Ni>tlHN2BM
z+``GoALTAv@rYTp7kX^hYF%|kChMEntRCvcs+0KJE>$T4`f;RN0ukp%+7uA@8Ho(t
zHm4M1X6je9`RQH7ko!p3-F}o@Mp<sY1>zl-q~-5NxGqM@4b3G3_k81JNr>*u8g!vV
zJ*GXo_2&l4mF&)wr0u(fLCnI&=Yjg7Y|~iKC5x_Ovy1df&dDLKxSC#OLF88ZT1xeo
zBO^6ZcC)G6@Y3EQ&6kPwe7Dk$NSrU9t`P_RH~te>%AkE$!0dN%oP-?{glpWZ>5+Sv
zX~dDj*$k2^Unuy9y^zQi!S(ve(N?=WdJ2o@aJZw7?J5EniYhHS(>EP2T3K*TPv-zU
zZ)De<!Z%F#p}YIdTMHzOEaJX9+f~Tb6VBItlhqNG57<?<+!q^ZPay+|oIfmb?dOeg
zay~$BKVWT%5T5*f*k)7R$jImg{P(30$XSMwS5NlxDtnWd3D!^%j{Eh3AG)@;Ua9Bt
zz+uidd3;gXEHnJSeKlc!A|}wa@2R~+MwmwbCo>kr8xGu=^4gnrd@^Qt#~Cq`uJo-A
z8=Htp@12`u5yQOgRrOezo?7vehM7+y#%%x95MQfH&A^K0EvJCJ=Q%tn)jFNHoC!Y&
zGc2RfW|j4s^9`oc?1@{Xs@U?L8u45`x)WKkVt+;j<PiSfFsvwDs?nZ6_vnB;DjmWg
zc!6M~rPt@JPxotI13xD2O9?$-WMu`T?`-J89&2tbmR~org7uZ>sk?!%>D`H*ycasx
zpQkn9H@*rUH`~8Yw}7sb<<Q`diIw7(h>>c%lLkM`;Ypsa!XLs@j)$^t0w2$^Qakg)
zp2)|F%7AWWb8;`TVT1n#lUy7iul0Lj>y`sVt$nBIz=@Ln7lx7oOu)HiUk6h%k71#X
zRIsdOG!G9mw281hH8U~6bo!w6U8LQYz^7l+1d}-ZmzggK3>hk{s5mFt;2DsHo=Goz
z`0e=s+M)UX`}MNRzH`$9(x*%PDXFJcrwXI9n`$s1av2teW%``=I#qs;%p>~+FBp6x
zUD-Rb#7Y^Y0pP|DfMY#WFBpu;HEuSj=V7n#<pQMg?-AlRKU93S)>AT;U42Id!*S;W
z6dHH<G9vyCjfTB?-i^mum&+ZY3#5BDaL|_Pw3#v6FkS+8M|jA>zp|Q+<-Vo$GUgWG
z5C1(h8enfJxoCWYR1S7u2NTEoZcI|6G6gsuJh09_n6;il3wq#5u{co(J?Se#pgld<
zHZfh{CbLH?(yRTma$9kg8aFta0ZkUExSY}W@2>~P`nn;jtkfARTZO=Mu3fumQ6Y<^
zE$g92TWzAEuV}DX)GWCA%d_#Rivj#I->}KmB39@b(VgA_d<sBwuM!dx+OBg4O6X_$
zXkA2@CcxQH(O@h6k3lZ3ua^Z$yPRFqx)BI04*`fow*&j}ZYmEvDlj1oGJTOZ1qJX7
z-)~DJ?gL}M0&jQ|R!c|R2;cIN;JY*$j@|J{P$d44upO%i1NlP?AX+uT6dVjG11BuF
zgW-2ReEq<nLsu1P14L2|w)axI&Mjew6YIXo&Y)ScH{{8wikX6Z2&}Pq`oLxwY83~p
zbc9SP9DNNJUva8EFBo3U#;B_QnLChQe-ZN+TyMm?zk0fx8@S8Ry2VJm?P}K$7KXD?
z2Xx7sej$TKUS+qc%ixhd!VCDz;WlSu56%zdukTsqO^O{#|E)L#s<c>yHf&BQ&h+eE
z%r(eNhaX1W@CC8x>6p@Nbd*Q;sYJMDA$p+7Exa(;_r}i*t3rA<O-`~~sgO>vS0=ws
zC6dM2Zo;xnPN}+R+}2l@!u+g2^JZmF5W;Z8{sT5`>9L)Ww9GAoBHYbk#k-r|r0vQt
z8<~#bEUs(DT8e`}p$FUVa5)wHzvRw*c0RKA(PUsx6Oqo&)sinvNdlQ9$8?)=W~@%`
zVk+3YpyAKvTC6~Nwuk+o#4+l(uw~fmmDu@m<V;ZwdQAZb;2(&z2ZDZtHjsV@F^&&g
z`QK;4d^VKE_>Rp#uk?Tx8UUlKg=>qyYb`2>l{9TVRa_WJN6r+k5_|hy!zotoHY&=i
z=>t?2CzD&ZeupNQ;kQvdU^EwE9WXyxJwIbl`g3&?x?bcZ;J^BEJo4_G?>~>>;GLhM
z*|lZ(v*|FcoHqwi6`3T9PTXSnZsvkL%JdCCCjkAK#W_!?vgZ#Tkw^DG2x~QBbrE1!
z*}kc(IA2@+BQdtk*)1puF7W;)+bMN1*Lr#l6fvg!gD(f{?fR4K%>;PBR!csZg{o$3
z*pq(HwE+A->9h4M7%y4p5)VH(F#hKOn_Mh(x0etoIgwh=d5&1M4JWYO_D$ylEBM!V
zN;tT%79rEvfV_6CGf7D}$Ya4+nwB1m?3}wS9aN?FDwvQFaq_ooMRIoseS#T(-l_0$
z^ep*77VC2R_VGOWqjptGt8o)AK$`<-mMjqfn5Y9DZmo`lsWV_%^53m=h)`~GS=D*o
zgdHFk*Ve)>snSpJvasCgGq+zB2ou<#@u)gUY)*=PiqrVlv{*vq@2<UlB<(ly{*I{$
zXK>(7%vPUCY>QTA&<RqT3kPjUMfQ?vz3zWsm(P}5C1tSMw{A6r0e7fu27*eSUagS6
zVo(^53djW%Sqv-i42DJYq+bJoO24tI{BU2Cc69)F>hAgT`H<SHSZ}s_T6#K7l~`0x
zi4+gMbOyt3QT8kQA!2Rr=(t!t?T4OLqO}gHryNffup)jxLWy+C!07C5OO+ElT6K)I
z{sYgVx1spGr_^OIN8uq+Qi11iWA290qxy$Vv!FVT1qZ3IZIeGibJ<k=L)?pi0$Z*3
zbQHIg4)o@2haCAyPmQBIZ=F<ryzc;>Co%zoI{z9P&7S!pv2-s1UT7J_)M=L(yNTxL
zHS?-Ar{ogw)MAjduHl$>U%m`TKVr-B-;A7_Dn2`vxo2K9m8S*bwQ+FcLeAD&|6^%t
zMLLAV{CtBM_I<$5m|EpHLtwU~ZttSn?vL`h$wEZ^_K+4xK>@FtHPyK5uI*W1s00$H
z@7`ol<<>J{3`yLi*Tc2BJ|(bdXZ9BUhkb>3o$k-p;V&b+sa}2+O6o*<N1B&5aEGM_
zAp<DSX|`>hO8KOHu=kH_U?&tNsg`7(3gaGib>Zb|(ql!+ger4#b<4O@=$3uifEan^
zw@KzIZP>W18%*vR@k`Zt1-vxooWs)+D`t@0Hn|<&dWtYE(HK0{0M_m%M7IBHIN0xO
zE}g;);`Anb=3k=M_90qAf#*D_Un?oOJDp7>r>+{~_mAaEBaUH(^O~N)4=(lAd8o$-
z?#?~h`aI2g%{+NHd!GZMps<i6C^HpZtW^q_ub6?F)jh7@4f3Ew(CWg~Yybh!XTen+
z{8CXkuiLld@r1qQWOngYBq+K3YmAkx56{Ew1N`yf;XYn7%INiC1N@@58g@zZSR~z>
za1Km1S@BG-H8}IP<!#JPYgGA6+mDxYW01?=seY)P7C=U!KUb7$UI0#rpXE&zo<a3n
ztnS(YKJ`C-YjgYnnU?kI^R+#KD1!aR-hC~<&aedahJpD-aDadicK2#D@49+lPSn^f
zhWeiTzorI)((&vk$HI-854OB3DDWXBkD@=A1V_ZGTk$YA;Igc&>3n|6e;m@Tvh#2@
zHEv`|2eeN?Pz~_3_|JKhT*8^v$fLXi%3x*=Px%;Ymb$9Wr32EusQE7i)tev8%UsM&
z$ReNXcXn9&YF??dEh$}Gu3l&zK$9P=_BrF<%bDrHLQS*40|vJO2t5D`+c68KCkXUq
zHfhw@Rp|%q0wC#&`~@1$-EF_AgIweaW&ZRLbExm*N?SzL8^zC_-57Vgvxu8K*jMS1
z*CP4|=Rn8MTE;!pu&p{Tu3ygs^qvDLNM-5UNKoB6GPQVE54d{X@6EAI;qSgYzk^CB
z$<LM@qq8^hhY4a(WFAL}Laa!H;?5SIv2cD>GyBxVprFyez{Wm*QwKN#u$*HdFud#W
zDgq;5*Lh}wS)D*ToZpT4{ohNSwSU3VNPq@bG|2zMU)8(OfwmuJqlif!u2B@mR|D!N
zb(<(~PH4W+Z>Uazx}y>Pf__Svqhr<MduvxfllXJR#on%4U>6^(+wPtvy$_VvgJo-9
z+_lvv|93ti;adEQ*ZO^@qqwB>V2?~~KR<uK1RbbPn>~{<AZXHF0k4eVu=ur#f9=|}
zT&+aK0Kzl$Qbj0fk>rI9Zem>K_ZvGVy-oaQ>!Mn=8lK=`oApWXgQ$^cdjhtO!Z6cS
z^0x#~wpS!Lo#D6mcHIwvri)bo4bR;!aR*v&5q&^KA}I~>Sb~j=Ds=JSY~WJ<-?)38
zzOxoh;jhI^c#hsfcRm99G}vE`O_5s5j01&k-3Bmrht^u}(r}YYR>bt0OeoH-b=PIK
z#Rl!(wM36Hj7(?1+my#jxa}JGQUh{=!6pJ}+1o!$CdF<spUu-|c7lpPz>n!9^}TWc
z<PWISFq80qrjeDkKC}$8=PyT2?8G%AW0w>n2~!)o{5~t|)cysAfQR~>r*MJZ!!WP+
zbJdKYQ()J%LCm&3e0r#Q_c^t%+@2W~jY{h1qlzxOZ<zcl3op<up36-u*Gltd1cD87
zn3>A{b5ZbLjd5xBxey*DPmPO(1(Cw`omfGu^&0_OpSh)7J2lG)-B*#EIiVWYT$KFM
ztLO4!H8B`We0)5hE%^*V^aFISvo1U^@s4xx;4S>V5KVIsv+FlM{CUSdiz1ta*#^1R
zPZQ{UdWQbWyL1_12V$0R2q_Hz@4o<kjfRAT7j0~*>{yt*AU`mo7}mWFr?eeXT{bYA
zjY&s`MK!zTxv?5!a+1asWtVbm6~^W;auH{3m+Pv&Lk%tK0RD$76>^g-vSU{4U6Bo5
z0?*-^VYijMo$l`#xUMNBc;uD5O;?qYbru^<=3VjsbL_T>nO5vFClhL;dcS|JYr7X_
za}wbqEdr_=xA144{TiDc#^Gl1cr|6Vh(amF(~{~QnOgzhh>A05<HW7iJ&xGj)k=UP
z65wZ_zW+edYSZ&pNd)%#zPL)2TPM-9^#f}Rgz8dSCc*pyy#-$Y9Q*?DpH!#xfZ5^r
zHoHAz56hS49-_CijvO;GEr3k;O%q7TTC1>A7lPcUk@?wApEeo&4<f$z{w3AgmV315
zXy-f_|7?K$>{bt-V9UKc0#BS|twP53aM}PhglnM6JN6FX;{#UaKLQ(U%}A!2PWTgw
z6laUjpw6Qamn5^<KUe8gH8+-HOcoh<nfsIr{`|boiyS7vyXU_sEo;}6!tF5=@Em?P
z;umL_Wxlr1FN0OSzfev6a+NgBiaN!<N2*ME_yvRhASDoCX4eDlqkXK)RgM$8v$G(?
zCiu-x8j$`xA{d>?xPOJYY4)?|5o5ho_`-rvfMF`WGCh&s5nQ~TR@YR5ET3&Hit`U>
zRFO-`evcbj9K{c9_ycMQH5_6K&NDjKuAI*g)`fR@Le#%yTfG`248My)?CQTp$c9@(
zr9XbNQBMBs*^Jb6{apsuo>-}%9xa^;1;X)jLzb#>@~3+*dX3&|R{WmiOiB`}(uX}Z
zwSz$D?jZ$yPl?JOwV1*iKwOe?4eSRM+81T%d1d8X>=&oo-RZUU7jZKlxqII^H@M;Q
zn;ys^QCtPiZgL{9H3NZoQHxupTdzzzVOOl+FI=tY+k7B+S3?ZrLeZqSfbaK&5y!k^
zAnZQ=1y5vMj{#*YO*YtZ2>G@|D-iKbezI!2-=juQb;poR=}+1Ul1qT+)_Yx4B>RNj
zN+!b}tsl*=_6Gn<5uk#j$Y?<j7iGL-nWaWH7TILs%oNzT3r-&_^v%G-X3omE#+>39
z3E$#Eo+@egVZ$3BA=f~7lJk{YziC;XM79-iGs)qrM}FP9zvtwfFKeC&MTT{;;$OAu
zkUlgu@a7rR2^SO;A}M88Z6S|Vk`9Q4L$Y6n*{4(_w?~mTUCfum)csDkEo~%>xU7NH
z7uaC!eD^G}U9>J2+b3z#ot^@}5(>7i^_jXa7Pn}Nt3TbzlE!dJI+1U$+{6+y7>E9N
zNEvvf|1~N1bn$j%CM>K4+N|w8jnQ=ifl7_4(;IW64Ia@142h?1`m2bzgdXgqLrCSp
zBHql~lF>bCHXN$8-umEUu8q^9AT`JC7mfxg1xw1npFLcyAEgpo$bo*Zv0s*<hka$+
z86jTL)m8H8Mf?j8qn9VeZ{dNxjXi?0U#!XsyR@72gSCZ3ZCDr=F+%lUrU;UOn^4$u
z$$Ul)%V%wkCwYTS5_}v&th%*xQ$9O6RRAIK-u)Pq+NKxmrv}W~->waT-V5EsirUBO
zKy#WvZ8q|dHb>53qUDQ|+{bXHcM)b&xDDFNKoN0c2t3Qil=ld56VxeF04-epH7V0T
z4b4poLAzFQ`Drm}y-GbYl@ctSOP`^RtclZ+AFIEW_0@tp=6@pJ(y%rWSDOM+{Fsp!
zzzcm+rUdbFTW;OmrH+;UESIzNei!iDO{ks`2C9#~T(CgA$&9!}H+%2|t;rS+!LC&2
zWq7M~sr+_{k%#q5bE~Gj38cqt>;1wW%KjB|T!k10DwM!RA2ttW6L^!i@aj|H#Z}e{
zz=k23^50|ZuMf`ak(5AZmuuJRe^6@BU72<*AfM$y%JXrMyeH2cEPAHRcl?csudgGs
zB1-$1##1@}9w4uK;PCMXl0mgnkk|C1zDnmjD5Lz`u(HEiwmjC5U0)=Ni8noObI%!7
zzOyJ*p>J$eZm8`NXpiCS9>VBLH?fKg0VDqjyOR6$$3?O5o!GMJ7oo2z2H4A-DZj9A
zy)!O535>FNvmGtK=c#NjE+*|PXpx!?8p9`X<9|S*t?0#k3J4jbPoeTrj%I4FT5zHH
zB_&vrLH+q|HIGf6w=-h-Bo>YG>Sf&DdH6oVJlB8VMRJB}U5m9pTNJZIBTx&fys|RC
zNF^)Gp*>2sTWH%zE#`y5YZ!y!q?_htaNEQLKLxgkDvlsh>$MyYzi|A-{$Wcwu8Vg#
zj;J9xRQ)}{cHnYnuv22ub%E#Q`5L?+$aV3BWMSl9cZQ&idGI<YRDkhZkr*yP%nA+W
zqb*fwds3E98Ty;1fST^VhwS5S&grtvku%g(L4o6DX_amPH4cva9^EKv`s#9c(=O@n
z2<qv>8ictvv6eRrn5f4S0UhN=rl!2C`aB6xgij3<2tMy6P!5PFlr`|TfDN<M+EtC4
z;<mY{&rEN_05&H6b<!)mLn`<ph9f2UR|`tdm{i8U^p6dP;wC};-muSl*EV|2QK6+J
zYB?s)#!ne!U&dO0u{jQx@wL)}x4l8u7?PLiE3+K@gMc17RR=MpU1XfUP4ppuH$Y}<
z7y)#U$BdW8<FV%IQ%UrDoyn`(Ak!5J25%K`N|=`s6`M71{y|Mvi!)7{EinP*>L#^e
zD0d9GeJQj%ynU2gey+MROU87h1eM_yEdBSfGc1gzLI3q|B>R*YR@JA_2idKKUZqR5
z4cMp)2t8SgJw$qf*Id}pgFTZ!E#udIcsxO-+pV_@Q)~=fp;vAkQb6&@1>99x-5oC*
z4X*^%$K+1m*|_S5<f~}9V57i!KvIx;KVG5>m%g<Em?=B9Yb~?>OVP|k0PTp?$t=;p
zAKzx71j=s%WJ!mqO@u==1c`0z=NEwijg;7c)c}GG#){h_>fOqhgpCI~`jPGIhnonQ
z^Qrx?r<j13<{K&mMr{d*Dof^el@a1DW<dc)4Y6H7uTq?XbRX_1k}vxz$4Bgx@rpVU
zw5G93oMn}pudNUOZA&5bK!COYqW{^k#lY48sEQIYbg}9$oEm=66jVS<lX`yIm_~Dv
z@>?@qH9w|X$gH7;sjKppb}~-4x!_zEo5n9lvl)ek{-XuB8>2fGQgL(p@O@|T1g7GM
zW3@(gEAuKY{D@@WjR=%7cnMh)u_eweM!YoXxK*9kO|TVA5u+}soRC)j)KZQ=Xw_qC
z`z!uRT@FxV8}q(K=DGIm%i1E6ES6PV94!z1_A277i{s$o@tOk_+uwm;Yt+oabP*KI
z=E7GvKMk3RA?8MEhdxb}EO{970v-uyVpKDNcDhCaRxv37fnN~YTG=ctFl!Ia&tiFy
zon&R_8_XBETl~CX2j5iJ0d+~m2b<ON@0xAD_sSv1+ytVo8q}Q$3dTooRlDCK`&1Y$
z<-6c&ibkbQMkQX1`pMU)jDVLyK*U;GGT<=|7S-G&E1v5e`OW-5g$81^Wo;PQ`C<VC
z;%}nQ9}@#>96qn~#E3pO(Etz7QBG?g$~YMikJaD5X#LFVQlP_?@19?mNJSNV8J`jB
zVcK-Asf!ZIn5%y%?>Mv24)AQ|moLwGWc((piA8}VZ*Ki?wL(nPXKn%?L6J05z4Rft
z^<&YW+zyV(ea2%Cq?ezuqPUuxsPiCx*{bjM?Jt|nXtpiybA~v$XY=YcbGG9<{6~5@
z?COD-!Byq-&6_uGY0dvgdG#K5=6ZFzhhtQ&H>G~pqu}gVTRc?5s_X!U_QrkOHrDwK
z<T*!R^5J#M46|~pP|tQ_RuH|bbThR()a|(kOuI920lC#s-6I4mCNmd3omqawN!;G1
z`tQF5zpyZ!ja(V=UwjJv-1)Kns+!i9NE$bGja{}9x80kR$HJ;CqySZ5jDP*uq+3z_
zQg&WZMQQ%<=Zq>mam)pY<K<7ZSszxMPbv_R+9cfef7l!&1IYl{c+`PJaV%+ZrO8&u
zp<HJ_=kRa&6Ayu|a;2&bD4$NY)Ac_yu<epMW|lfy3G=CgFhiX~s10d3{NSRoC3sFT
zapoxEN>A&HUelm}zLnLK@@n~E1yKIscb}u!#-gug8|S^_s*~(80Oi_V5#W=YBwlu<
zPrDAw8@qzfvuHTKIOVAs$I&rU5?5z6u3PiBJi8(d@||aZ@4UJpaDo!NW<Ejv+C)^S
zQiJWM75~nP<r7GCyYvV2Eby-n+}AWP&%Z5C0HP5IyY$7Ln%SA|@mfee%C53Q8F3zd
z39{20dueLQ0=|n0TZ2+;5ahm4_oFn)*Y)z<mmWvb6O~yVoQ^bE{!R(rGCykRF$hwa
zD>c&<qdD_6s{xP6?I_11ja#<p(C&`4^olEoP+eYL+Nf(q6;|a^1US?amF1H>c%j7b
z3S!s`H->fYb{~(7e5bhhwu`hmtQ+eFYtV};HGl`no@eQG;k|VQVQhy`3Laaz#DpCV
zvH$!P?c?+V+|RA2(Q&82EOu+-1EMu1QGgdOSc_5F7+8@0_IiQDs=lXFzf0IO#%Cvp
z;pT877%}^_rut5ts^V6m5GhwVLkEb3{1%F1NzXe3A~G$#LTuek4b2XruJv<w4Oz-m
zc^=QopQQH|jd*X~0}20MygLm>Kt$2GDNu2cGrgVH)B5GB(UeQ$JMn!(rhkHm^?ev<
zVdWm+5(I53z=iSymkOInFT)tH%s|{5^C97501{|~4#s!d?dV#3^SC<Xc;g%MaaL3y
z7`p-2cHNR)^dek55<d@d4F8>B7UOI8`?tQ%_6|n`yZbCwt-jqNP4?g)3EK!J(iss+
zGL-%Ss>69+#NF}R2dazBH<vm4++uWhXXUQ<qD&r4Co-#Dpt>vg(|4M_F1sEicl}Sf
zoRCpk%8mugG4$}&a$AbklU(fOv+Z9TJKFi~*p72JLA`__xhBRp#&6^05}rSQt~lRP
zhHmAItsIea3}WI~l$k5F=n~Tnj@2Ea#e^4@DmrZA{xtvjbnb3x(rv*HMBFl{yQ%1T
zN=A6isyH&Qcqo=y=gQw;w)6si_K@dazm4Ut6bs=ZZER>gNnXop`PqgB9WP8;Kj%$x
z*=Lsd9|aXS02{BTyt*yF8F0N)!+8a0WAGpkxR%&0raX4CwZfAFyw@$ovth#4;yP%`
z*1(~vVEj$nT?FJ*ef!+7R2-a5?>$VKCCfTeqM$fU9VkODK+4edcRj}8%#DUHcF9Lg
zFCGyBUIr*&E3G$t|7i}*!iY*pM4+^eMM6L4brM@`7*vZi%qYF=N5}cHSvH%920UBD
zGQflQ*N=dm2?Ey%$z<y)a5L2b_~A<Z#&!2n!c;q2foDQtrorq~W^kiot@kG324aQ2
zN{IsRVLGRY<p&k9;v0I~Hm-;6>g_{$okBIfd%wdqIP+rMt~7s*%RzFOz_8?33%X6_
z;Si<Oov{)1lP(_{>QFT}B#HU}aw86mCHT}dYya7Pg*@e~7v`t~xSDC)=&WeN0hTPG
zg59lGpNizsIe~JQ3iT`-t%iZ9%Ua62Yp2A-CQg{b+n=k-pJ)wl1TV$w5CI4nD6W2E
zaZttXY#c+cOR;PJJbu$6CtJT(w4{-k^^@lU&RPC@)Z-}96n^idw<=s5oIMa*x~y{1
zYs!y4XK9oH=dIw~RFM^*N;f-2fZG-h7>Rtr46DN^^)yG_jA|WFulh|37JSu`E<<^J
zS?eooAiSV}toU7dxK+;#_6&YAs&0B?mh^_?b^{iAFy)V+zbMXU&l2AtLH)9Hg>psf
z+uqa?!3a;_G22`G3MLhD7Pelj-Zt2zCX0zar>{tTp|~EOZaazb&%-{yt-R&^wJwKQ
z5c+AV(4QLqgT>C*`TuZ@tF|LwmR?^|MNaJ=pmxc)MZ`%~%VZ=`H33r3!~Xa4QrYU$
zYRb37?AozlcGL#~gW;#L4XCg$^U8Suk4h{@<V}T_AxZ)91buI+`;MbBz9LFM9~OGy
z-!FfHu4?ff6mqCtbcNUjDYbJK1RAcYC@f4WZVjlnB_~b__B8Ffl6{`)Iy!1ck2*b6
zQKAD8^qXcrw*Ve9%k4XsUeqlSQBiHcg;-3)1p7%|ScGc*EXQyUzYzx@%_EybI>zsM
zPewWtXoDap54E8GYh*n>W{FHtq=utNGac+vrNJ1_3EEZ@Ddc2n)REwIhx(0~uzb?x
zDCL!`E+V^vY8?FFf!n4*r}7LK#(;X=_fPiLY9hIH2}(%R8fw8J^xjQx?_hGT@HfT=
zqoR_H-=%;Lz45>DUo9L+Z<*Di@bFVIvn{1=zG71Wo1_uffvl0>&A+RXS5_A$3;l0<
zibW}b63rvJ8A#{(ArEl~NNJ3_1-R+72M_^z&b4vjvEtoQsB|xT(^nYE!8Ca3I}dD&
z9~HLA^we`gWg3v3Jq1uHYYOrK0BHwX6tC`dLW`1B{OKqh`FIJ+0sLMlm-hTDd9ygE
zYqIn4WQQG#2JAewMW&pjWv2SOVBpSmP-A#fM$o^C9Ml~iIH6q8IVWnQMB3%Vm2)Z=
zq8b7~pgqzxR-4T>eko`VpGREm_X6rH{@FBtgGKeAYcB8r4X9WP()4Wi<pF@&JJN@}
zT&-pw^Z@a!LpanMVYwQ2^%nlL4&dUh2U5Og#1+nL*)}z;EcMW*MC13}$}cF8RP0&n
znm@61I#^I6m-0HnZgh6Y9vB}?@BiZb@^1Ip^<=rQID;u^efa#)R<j`1Wy85o1xl9J
zpM$i>O&ZnJIN|%Z@>Lw<LZ1+SAe3ky5B97SBNqQzip*b&E?)`OG5vXyCjl>3Hav0$
zxI@0{!`<n(@Qa4-I*zNHy+e!QvS2N);34f`C2O`kjHf?n=f*|rcNfJVv19XI&CJ+*
zU!hsmh<BzQ(4rjsWHw@ksJUx({ShWTvGfNn>6FIRPQU4fk-HBGB2qxy`gkwS3NS7C
zE+qj#Z7DkAv9S~B;uxbwb1?!u=J)hLQ(eTHr#KwxUDc5;2(i~p56uGAE)#{>q`JSL
z)u@%vyc=_xv>j=qlOlxo_>ee6sd?%3)ra0kSsY}qGj&d$=h~4!w@b*2A&_`&jG}Ms
z&V;eHaM~~Nfii9kvb#nCOJl&Oy<ibQV93GVP_3+58O^OARL77EHtRu=es8waU{@hm
zecdk2t6d-L!GjgojEc@$oKA3dOFa=rf%GjQnhT@Z9%R5a_ukV}yn8>cbaW!8yz84X
zJ|@Cumly%CHzc9gh!eZ*Q24VO!O83mzZqKc=Uz6<w%_bVf0_~^jyba8w}qFv+&Z^K
zuxSCtX=>{kTeC;pt^=x+9KLkRII)|{qVQ$;hV3p;{0`Mw1CJW+Lto#f_GhXKBwDMe
zF)`!IV-C6>T&^B|cm!6u$mMX;M$&@UV~T!mNN_+H!@)2B#t32m)^6udeiBB@Y!VXv
z-nVWCy>++OXbfxxn<-?*?9F$1lYOo|8CJF};g6^-K$qwq$eX8v0nY=~zLs3E>w%iC
z0Fakg7OEtNY`k&bc>L^?XWLEM%IBl-?8|?j8<K^bA20Oh_vn3r?!1g>OQi(xSE>BC
zWw|om)b@6LIDCKGvDg@eJ3^Qiw(~N6H$&|(#pVb!%9wir#|2T4Bbs#L<77%(Zu5{X
zEU&qsX!nwSx{uZ_xga!K$G%i3&eTikF6u$Z<H+9<{`*@DW*9Vp5hkBNQj5=Y{Wseg
zpEm=a(P8nbZtZ6+9kc-kzO`1C+!#kzdjrWJOC+G_o5nMNJ_P+fdUZ8EDKa1TeQekD
ztr}Ssg^aC}ZgZ)!j<Sl&{g!_M2%n%#^spl*Q_tUP#DNe?rBvH)4sQOPQflDKyF&(v
zYi_QBCr<47tv6IJJxV0f%+xp#F?W<NEH-Kv$=t1MIW%4})@~~fVC@wp)P~nfb7U!E
zxJXrz{6m8DDpQTuY<JE%Kil&L<S4!M0o&%om@4xlWB`(3-#}gn4)^Ef12_$joz?v^
zB(e^>E(lN05gG_3Z}JKyYRqoCyDLMqDyR6)J0Ek;`7ffBqLolbagN~`S8ijC!uKF2
zBMa9l%2&OS_gA+0021=@^+}uIqMEhE(eqE(1&<r3Z4*ZHpP^Er<AL5()gE^E=Z0l5
z`9+|si#f7HUFtvZmQfEnLu9^gFm<VVrM3yLObO;iDhTqEKuKU{gPZ}ktuuOa11EjH
z99HvQ{;ciSl)|<@4@420W7T4(7=b9XeTIiOzkBZ-v+`<`)eUvGX?Xar$848vgqUP|
zJodwGWGUUW^XPEl9Q`r|)B}TXXWh@tdA!LCXf2D8c#aZ3fRn>2d+7$uDl3SVp^y{j
zA<G1|dC*V{0*PQ$cmbNGY%tduZ<<;H(@8XG&EDH})7}0YO5Oh0$}HRUV6VOc+c6)B
zbAoW-R^^O`ztl6-F)Y1J9=*QakNk27F!5hrTGH!+TX+jMqnUce!?0_5eKua-GFQyA
z<Z5PS?1`Tar2-=q&n|j_D=4U~y*vvj9gA<nDLs*nAe*|ElC3EJ;1ufWgG*MnB)y^N
zCi>F)h}Zase3IcgrmrYWv!Qj(T>06_Af8hA9;opT|9##`NE`5@F;-QRr@bb<Lhn>N
zXoIjHOniN0IU2A7BW|<z%Eobg*Jclw^3SwO6n06z?UE>$@EUr$z@_YLfa9t3vZQu2
zwGq#EFk1o?VIN7sff9BqG_T#=_WeL6xBs(5VX@mI)Jr7ix8GtaeLlbQAr-Te#1~34
z;D`0DZC`{<0zUt`wl>4uRTNmSt2wIixA7~FaqX`ASibHR7Q4uM2M6ACT!7<VmcMv7
zQ8wP{-Q*wj`?!3|$p-+&0}?L^umqqP<;A>A{?NOzzwh%1h+B8Q4f7_HOGSe)J~L^v
z3TWiTN@wvxR0)yU#smBhX&%%u0UOm;w&%)+7fv`r>ejNxx}~9Y)~qWL(F7D}Bxn_r
zT~r~9=`<~MZ`*!$O7+3xC0n~zk=uR<!j%b}%U<9UJg6>mYw=fumWZXPh0>nbOvY|0
zMCE~7TrzC@_}=!gU6fL(;XEqv2zsCU<T^+u{XwpcGz<&a+f$>_glM$a5Jd<z$E|XF
z|H8GazOk&_S@Ld*Z`1px-#g)BxBja=cWB@KD^I74QbcYf6r8xc&&c2vD?1~ov=skQ
zo8xkh_HB;i$L_FPHmsG+zjgJ!;cx$W{xs>>qk-g2c35}!eeiO>{tT;STCIE6)Pnhf
zd1iy%>F<XY$`2k}94BuqzS@iEJZNJ+8z^l7)Y11rkT3YW=qwl&9-PoU(=M5QVl+o)
zXfy*MIqrVZyWZCyLFz)H5(c@9UyQ?ed3Rd>IwVAV8D@<YHEuiKarv853K+M-SXgf2
z2l|6J%OzDMf64|$w2gZhn9ka-N&ln_EVZqFUU$R0xdmQY_Whp2qu_UgKd={9*8EyJ
zA8FJ&ROA?)oo9Vwn7$kTCO=;rmS_8*TpTcg!6(Xt+yjmZs-4F0xAzXnfU5*8X2`xd
zIOxSr*0$L)vD{JD(rjvMxTPg}s63eFqpM0X%SYCiR=!)kb<1fR3%6BnvN>s>PSc!l
zUnr+emje~?V}VQSYc{P#I=kgIpK~+NdYwDeGN>qhAjOY7D7_$@sSC^gUcWxHlEg?L
z;0^3ynedxcg&~=bWK<7x{`3rg{~2z?cQjH4OOPwsW(bo8vb`b^lt48soYuZI)LMo2
zkdnL!ixs<VW5ef9!TC-E^#IlL?V?I&K9Yw$1Kvn4js;B%A^cKZHoptW^Spk~^+rT|
z3Xu*6gur{hC&&1X3uzvWw9oJr!f+h^HJiADpCLVIRmz+cwzGM7h5y~=Ut6sd!I<ps
z#!Eo-)Br?J9k=k=k!b;o@mt%a0zlnqo9?lE484n1ZhKt})P=vXoS&X;@>SGVvb#y<
z`Tp$GI%ow|l)^-tKHyH{PByXug3h6Gr}eS9@hVUd1D<g`4c(SOB}FZR?B=&E<MaPx
zEqZg8E?}|HPg`4V^=4V3ZQHbWD>0`7Nk~_S6;i9$JNkJ|2lnjn(9?OoY)w1c?$sm6
zk6e7YSYso}y?MH{)BOu<Y7Vy`vGgs|Qgc3!y)uytC?$xMGb*@VmXmVi>{-7}Qw319
ziqDYdJBHn<9rM|qJ}>P$(K~?t)SM~yKeC+=ufd_A76E0K-~AWgY8P2F$TQpttJJ|{
zh1LQSXVTLK;g&Q0df^PZUmjNb0G$5aiuAE#IYKaiMgk8hx^6k>jDWvO(C${47L@6o
zpPd<>ZMjU-2N=rhK6hGGHw_1RJdboE>@O0~68M#vDixbXX%S96Jw2ulqhh|Od?Qkj
z@uMV3Y4yi|(Wk4wyePpieyV{?{MvA#<pY?<G^Hexj}joSwiz764fOMou@rUDjqwMo
zb0#*4@C%%_{nX~Ow2ep~=g%uV@}3%G#RqOv^{v$GsAX(n5ZWDDw&y|q{c-3%Z!DOj
ziUn8y%(&?yx;6frd{d9Y!JO|)Rc6<~?3fDR;<13$W5gwI(>6Z0`^fK~bb)~Ir96OZ
z{~lQZ$L7EbHkEwbEzwib)M6<ZPibS#Mg86OQc?$@Mw+qnNvCgQBp!a2^Q$qQ!cku0
z_Xj5WU1C>BxD*}lMj{HrPB!?9ryLA<VeN}@JSuqU^v>o25GebKgg?f193{s=madVi
zwpXJ{T<M?ymX4XC{Cf^owj*B|)MO#=Nax1A&s!^b8{uJ@esWm)${>1~-8Diu!(Rxa
z(mo=f?8Y1Hzm{;P(ho%zdEnfY(zZ2`+=O)tUdWaX*b0Hlj_2sM8$xK}Gf=|5%nfY4
z^v%2RjSb2i)Ujh&{W(q{vc`kE&7V>X7*Y9wU-X$Qw=<-L_=r)$6agC*-%Xzl!6T$G
zL`Jlm^;+TxdR!Vkprv*^)m23nbFIBon2oMs=}jk)stp4Ez{I~>%iO~R@&`{~r5zWH
zpyIo>MLAA7BZH=yMr);m5Sn^lGf?gwuqHP|c>uCzg>#Avk#R)Tv9(?9r!_4kA-%#u
zdhkJUsbUg*fb*B+KEzcHU4D$TkV%jNZkhNk&pJk@#P_syP@v;tLw_!MYu|Xwr*EOR
zv|b+#Ain*K{xVy7%XWO9dNRf)deY|xe?aeRP*=>lKj}B?fqtI>8hkIaR$RoQ3UA;l
zmukjWVk#B9{gH-;O^Yo-Q~DZH_<y=Ilx+--Rociylk@AYqfmOlihlJ|b0_5F<fI>r
z#~|BreE6}pw(149RbndlB-g07X-k;*_$4(QVd&YZ5e1Cy&D#`fOxZ%b9x;P;rWHKW
z6uACqHK}A4WNp^5g4Pf3LuUS^q=6by{i8`8G=W?v7l6j+8N<6e=RsqMBvjH4sdsXA
zCO*B2i%4|~y1=H?(!6~$=9hA07JhJWsI5`i4G8q=eT(i?UU03kcMYH_D_pzQg5OBz
z5S$8(nj6kDBgV(4#KornZUf)kyy<de?V~zZ>-j{6T+sGv9Hh>BzA?tvaaQJy+fn{r
zkSs;^TA*FLKKL#Kpq$l#Rb_d?Jl0rA#+i+`B2b5Zk#ew{8?5pU3~*^GCLw7k7_=Nf
z6u_5B-@!o3fmOVlIzqdes%eEnk(1&>p6C*I)Lb+=eS_}lj@UL2pl^<S$)U8FF;>|@
z9|it8WeNk;t+i>bi(#bK*<Qd2oUJg?9k<9wojHJeyqM@_sVzBu*WBy+{Y!zykaEJo
ztSP9$b{wUNzslagZ=4&g1E`i??dmx+7kxz+n&P*&OQf!<sR#mnJHL8SfxT^{?<(<4
ztP7tp4t5ee<b34w-g!VQa$9>D?0y{=G=SyY2k+FB?^f~m3RvX}Yx(hQKg8TT$N6=Q
z`RvXQlhVpJbYPEv1M#M+d)V%Ad@l~8+gLWSio;;9bhw|X)XlYl@?@3++nx4aF?*{q
zsqrH(cp#?dUqeHiSK8%nTF_!QdZ$bouTv@!LzvhFx_6A3OWpJ*Me=+0mX<DgUD&h#
z$ivhxzH=)LuX=GY_TE)az}Py^S_=xNzctn!^Sce%){1NOda~kTa~vpx|F<>16*r+k
zD0>|L)$95NaLKGdC?MC?rudLzT%!4t0W}p|2({n-dt|AS6nKBP+3vKKru})6NTRu&
zG$U;J@Y7ohi8S>l;Tfqdd$P~kTVsPUB}uUR^O5ndb)@PP<VWw{3HaW85>iLM`$1Dz
z<<#P@2YOVNN!P)GpI(4t`g@!jhZ*n!1Ja+2GJh%dYe=iT9sIQQ-c%^NtV~p3izZGD
z6=(34O0_dB9k36gPuNdAg`b^tNfafK{_I%BdK0WT=`_&%kavH=i{?RHOj97T685e^
zOTm>97<4as(&5J1!ninwBgD1Jwl!t0zmAFWLjKfCz9iYWNgqe9lPmiQ6V-d-fBW^p
zm=_cmM_5$}a@V=4OF|*NO8rNy;wEcVi@&%j{<6P*c<i!_^g$8D;yc1H)$>8ysbQoF
zV?dhaoa^*m?n+uOXC=;-gNS>8rM<1FP%v6Xy#WChL^U_|iz|2<odJt)QKTn)nUO+l
znV?F3!YK9EC9z*GD2<9;Y<yt35+g)>?#6#&9aD*J+oK1j?W`{lbL(bW+D)8+SB!#H
z?EO_ejh(dxkz>H<IcQ_`4Op7sBYs?sjh<>)fDHHDj}2vUB=yU*bPx$t(V&Ok`$Pyk
zB5BtXB#Sx9(EByQ8||zwacT)vqjq=ewD5bn>WbiS_Vld*rE=1uo0Xuq`mU|4ygVS1
zxB={q5Moc|AD;ZN39fEY>4Zw7Pdk&w_vn2*YJfNd4G;1qjLB^3=jJK{*#0d1eS-Bf
zX87#eS<8<t7RE*jX9NJ%?XT}+GW_u5{!VKic0{^_F@>fk^en=HGgtliS91!9&a-=>
z0{%0V1Jt?K%&SlRxF#!S;wDWs>)E~<K>nVN{Ael!`MGy}0|OjY1lpCwCOl9iv8=u6
ze6PlgOdLz`#%df*)sRj8_g4!@7;(6Ep&Nd$Dk<=TPC8QaA1%Nkbo)2uwk~gVZmsmd
z2LZERl!=cM2>>j!f!+kkjWJC5)@r(kv6eRRRTL$n7&r092Eh%K5?Hc|Cg@+I%EsfV
zMhFB@pK8Pw<Wng?>y@?ZQcrz)=iPnZi#CmyF!2T8#pM6ql`L=I2&|xhjdCCX%;gaE
z+hkREM=2e_Tn8<)Deh9K&Rne42{p`wKDE4X4~Ru$>(+ZbY^S24NT9RO05ZaEsnS42
z{jC-@kS?sfNe~}?4arY>?`iRuSy_5d5{&V0{MLWz#bJ3}0n!{O)hWZ3F(DH*U565W
zzGEteoznP#A4eIIKG!dWxwgXdN0zs4${&{m{1y|E-qA+}(0(obJr~2pgSPMPF0Pzp
zK8IEE!d`Ue`$lQchv4j=_M1%%ko;tw+*vb~Zf?5i;=f+P>{iOU%BJ#gL6Q1eocKBp
z2q|(3%<uh=<zNX9uN@m3ac<8o8;;jQP8Y~gXK5L+rQP+Sro|R~Vaux0Y*WsKbA(cF
za#95mY|Dt!AW~a_NSPJ1Gw6GJNXwvk;q0p4#8^be&Nl^|{+UNSn0-$dZc8ZFj|ORu
zv6kbo4MRm3H{#yRqX4>dM9w4I*%I~$pE+`EY#t8)@aJ1lS{kE`h>aA^^i#!6+If-{
zO>}<QM;b>0{f2>f$RPUaW(H3O@L38|+b#hNzNT2UKr)F$(~G2gjjH%<-a2g|CeI`P
z#}l??K`4E|O}K;(pliDzz~5PJkM|{P-#H2!Q-?YMl_`x?Vlxf9rU7?}Z@^0G2LidB
z*AMx8B**;?x!5-I%yAhq*@@YJ$Wq&@Exg3RZS7;$nda+57BT5?`kN#Adr>t6_U~+B
zk!%_K>U+z5)O0C99$-*ydEMK3Y4qX+(sGzhG{}nvPDF(F1p8H0I}A1CBRvZpZMLn_
zyvQYGtuqOTfg>!F^9l;Ps#tYmD5#*sa9#Y=cCeXM?CoRI|GV4sqG8IiTv9>8Q~qwC
zvDBm^@|TG`dLq9To3EuGQD`T?4WiH#byKMnkKRLLc4s$Tv052Ha+vx8-2B$PvfTy~
zYTL&uW372EZpK{6h+S%5S<e)Je!sCi$j{Fgb!`mP=dYmr1$yN)6()Y%=l2@Hf&NWx
zC#Ogr#kU5`L?YdN1g~}+`YoB~e?K@@7umBX?bF{Pc6WA3BpIz`j;bkI06%6UflA;e
zaCyu~+=P{irEe!slC%;Dad6GVx^07=7V*`@HhcAQ(6q#2h;!XrIP(8C{N!9oU1qH6
z=7b97sE9cO2H-(_T_}4Bhr;BVCzwK^+Am2=h<nv`^*waA{bodXc$0e7>5_UzUlQ#L
zapXZ=8Tz{xE+$6nn10$@xNe3l+>SAaz4OBA#IfYYe3EBGUZ(kRGi$n`CAI%&Sl)<o
z7Q`ND0w%!Ynf>?(0ej}^j#jBPCO;b>`UWRGCR#}!s&Weiq{ScBflHavc0$2>L;X&W
z*5zii+uo0B0ZR)Cngq3V>SHM@pi^&5g){p`;-d)+>gTPo;63S`jgnZYwAJxDI|d8(
ze;Zf@YQ;30*wnQ3ta^r)8O;t}BBEYREJaTQTf!3QGav3$-1jB>a8mm5!6MytKX4=4
zLfkFJ9#c19c~`A%-d>#PLhyqsMr>)iKhkooIXk;?3iW}d*J#x`NL<r3DL?7Czr`jV
zbc$bPAH4vUR;jdcqepS)ugvRKfvB|Abv~k$cc&f<oJF2xj8&QmMR&=?zQ!6QkbmCT
zNrOf%ZYw_n5YAfPKMEu^b#Ff;-+<<BcqzkYXB~7jY%(Z2qlxS{pznZ2$R%)a)kz2%
zcufXb7Fn0eF9$rd-VNrS;_V<HI9Zp=O!#Xz|N3<F_UoYp>tG?i*&tf(ogXvfWn0DG
zM5?fL4C+F(F09bOW_JaHCIETf_s>XT*lh4wKvv~|H_AU)dTui%n3oA^&ODyw<BS!{
z&J;`l=>2x*<x3?#VztHwOZqF2ot=@NzB0=8)PUgw8CCB+0ED9`nZf?Rnm!A0L#MMS
zlGaphzkj-X;zZf#g=X89C!xO!L!yn4FX*;`N!#yD!=3Vc3Kun9?$ZA*orMtB0PxuF
zHGWo-p&o|M+1m`C8?G{gGK`kIJ!h}oZ#a8mLqeg@St7-QtEJ4Q5k6Fe(oL&YSzor|
zc9RHH;A&de2i=>#_wEs|wITo>P@yfRJ_D(>eP*DL9ewxFz%vjHB|1vN54hPO`_avy
zn8qhzzT$eceJuvKMR3^2a~Utv8EL267tWs5jByI@3G}LJi2&1vyXB>~;X~OQ<Kdcv
z&{>io=>dMG?bC^4eT9vZ`di<zAd>(?Lwoe@$a|iedowl*_FCrZKN)hCERUV_c}@sV
z2JIAQ6Io{iWT&hfFX^jp)^6=81aTASpJCKQ5KZU?+u9ecYgI4<?_>hzLaJBU?OW_f
zVOrN(qNJp>)86<5SAUDRQ@ynmo{|DsCNtUlJK!um@Zcgx*;_@m48R#bt{ZrDHBMGo
z1qM90cWg=yw*ZIX@^1bukL;&RY48YEygT~@qesgHbzs?Ks8M3dn<(rZT^SRDUhD&z
zK2uzCezpb4XbAFZ+4u?Dz`Yq>zO<j#b|?%bXx6PL-%Z~QqOJi(YLHw>9g!);PYGM`
zva2hpV_M$HxHn%$_m>*P=;4n=<;~VVgX{No?|n$`D|IUcU0T}c9+*AeEO#jrY~=W2
zIl%69(`H*6>)Ze}Jh_M)&xqQ;k@*yUFuo|xAnEtM0S@qrX)WN|SXiuV*XEwwshCT@
z(*Us+COMGvD(Dc3t^b|2=mCxj_-<^&$LF@YJ|OCF6}TDd5MmZ|=z~wjKXVIOHIPQm
z*xbUuIVvZ2B9v@Pis{iye{DN~rg7Vb!P=Ndbb)`$@^nBbwmUX(V{el#-{2(Fwia=x
zpF^*YqqNh8mzJ>-7j9;Dt;qEzUj_f*wQEhapN^(yz_r6HgPV=f^kW7&Sfdrc^@6CX
zDIibaVTpf3*qhH+TzQJh&dt4m;ixr|uRBZjAG{7yNnn9-Pma+FR$eX-)Lp=;xto$X
zIJMcq6keBYsv%m^z10L+`M-XUSIvQ_rh<-oU$-2rhX0UkuD*r<;|nBW6dBTyLc}dx
z($hOJDwl73o5Q&cx(6^$tj<U<2nvOKLe>FNwv5PNy5ED=rYZ5aOG&xmKEn+>3Egyg
zmhT>26v0>__H@u&IJuY$92&$?V2;*??BN#d3U^1})oqO)U<r{`W0bMC2$lq&#Y7iC
zRjdCwLL%LJLZ#YDl(A8Or2{vXI_X85Q2Zful9@TP_>F)rD^kOzDV|9e<v9J)q65Ay
z>y>5D`hMy4YIacBQ9#tV>lIm+!4DptgPNwmQ+fYLa1`#!=$FYy-iG92zl___N>Uf2
zpYhqfI@7NJ)_JsHvpdSldlDoX;9s78c9kueLxE7#g3J5=T-w$$pfwOZl;;H~HGv;_
zh>VD<?32K)Ge60o`)gTQ>HUq9f8}eymWuq*_Nt0B$yo^c#Xo=|_I_*M2aeIFNdBP7
zlx1)+WdDU0iK=dGShg6GB=d}Q@v^&rsef!TqpRCxeQOAEqbwmepIOPvTsqc2<ZsnU
zE&iNd-dkqdGZ_c>PY1t+#tq@R`<mCT-G8EQkapi{^t{YXF=N*ZoVEA;k_l9eJ05|p
z<fl01Y&7f(!R~xcU~fszTLfo)sD7Q#<8Jw@SQD^#r<@k7cd^UEqZeydF#9ToPxh*0
zP^z82oFoADB}<ln>sbU<us;YCZq$@8@sUtYAZCbYt=Q&z<*`|IoYrI^PR9g7lWDiH
z@3?~yAXt2GcAj-WHQka7lNkKFgv9dQto_03e2?im`Sj027H3e199+$~SVILa$s>NH
zM}lP<xm{OC9G&HE8*T#BtjJmj!ZlEyP3b;3tu6lL6$&?HnbwI&E%!w<mJO|NUa~h3
zP4HjQf!;FGD+4Uzr1Ow$TO_CRD>oat!pVGSb7a}aw_lNhX7<mpDy{t8#7`43U3l1h
zU)C&rWlW3sJ=+_Uas^gC36-|6DMtgw9$u8Uyf+Nh0dI%WHzqH+)-8dP2E;M|0oHCI
zuk4Xt+EtnwTnP?f#D7;VY1mwvc9zmXta7g;kEK*qUjKfD>&3WVfyGPra_?b#SGOYZ
z^2*M^zRdKYMy@!B=s5j&@m(@y&#6Xr)44HF*$;cAhhXvK$_6UAX~d%n7o2;~B9#(l
z)LAKV&N*@c&~ebv=xLWsF4K>2@<>J@Y&>Ee%>z>F8XBlC#y#-k9ph7In39(C=vaG_
z+f)Dz^STIEOdJm|9~-Yqa*m@|aI6F_b}B`7?Pqyx0odJ%jp12Rvp)(PDWrP0@0Itf
zmoIGwhK9hgB)}RnR-n}`@bI?7V!8Uc{28{&ypc7g+dC&~vtwUARa%E;vkl++s*PUF
z%+QBr69*xlH$9>5{g``MWpUXM7w0%!GA?<8L9^xZIMVecInbXNVc(h|M3AFI_DoEv
zSS1%vZ`N04KI*QgblQLqgRbhljhp5k1n-LXl`<ZHGCF%0j(h5|jg`tx!aXQ+M&NN(
zHcHmQ&_4ykPt#-c|FCu4aZP1gH|nTw?1iFqMFm7)5NSb*4QzA;=?=YPgwR4$M?ty@
z0#XI(O<L$dM<58&OXx^PAVg|_P`-VG&hvZkoj>014Z^+Wp0fAaYp=79S>4IDFHPU3
z7~kQ~728;4WRj~0cG+<SqvPgUA9SvFT$WYWG_@k58PUplui<j}K<o%xm2PB*hf=o`
zKG?p{DbR2pB`54*zdnpvP~cHe3{Y#e{5~$*_<YB~UNCoOui~g)%sryP%5Uv2#O7rh
z%?A{)HL~-Mi8#DVc*~!4R}*{Gp*;!-z|74jm??q=j8-Huc|ARwNeM<I{xZqt_VdgX
z=yWVJeCRlqYQ`5>-`>GSu8+1WOJ{PHdXvfDXpzGLU&E^)P<Nvg(x>5)exF<Ws?uyi
z3-Nd5BQ3)5N*J3uDw&V;&oUsL#ZTw)_+El#({a<el*ZQQu1j#43mtS!sw~JH_KnWw
zm$7$pJGd=QIv_xC7C10=lJ3LHu%UvbK=beMVB;_(R8QO-<@mnjd&j<Tl$Affv*1`?
zb91ncv(D}6nTa#Jp|Ri}<Ln)~u&qT@f=kXgM`UuK8gdc13I<*BJ%Un{<#t|MVZmY0
z)`@SyK414k1GTL%t0h8`f0Tv*oTiL|_;xp6zCQ(aN3UNb>t)~M^UutuNFh@P<0bid
zUo;08tA5YE_U^OlHZnZXq*o?cee3RZ>n_$FvF8t>+P|&p#0Ea0MjisP39+9VS-M9l
z<)vr0jK4!f)>({zaap><xcib`yCOXGPS}$Jy=YL*!R^(3*J1b>lci$(+g~I*VG}Pm
zbd|k-Q~E*Mygz1HH&Z%OAl6OUacVN7%GB!fWij|`mFExrH1g_9#{~2<L)1D<pL)bB
zW!*|lA8VwqPWXjAZ~QKomVCiyZtuyuxLZ1Tl$uw%$5<yOAu~2Krgn$iV)0~QP<5#6
zDnxM$!8l4ZGj2Kus?Rl<s4X6I&~P#pG@WtlgWW8LJuYJUpbWhk3tsC&Q1JG+_=3Cg
z-TF5yoG#9$r;k}%#oRXSMpwKkT+F{LW2ULUnblvIH;_Ezrp<<op7LkGsbv-gg&^`5
z$x{3NK(<&)_-msora_GsEFG!A+*yG~2!hQat-tF{yjy<n9_9H_@?@i0jawgf9gVgt
zc9-48tLIsavz;!UPijtfaz_@3Y~S2%wudzkzsrS9T>ob2i|Z~;PdM=^qGLw1M!b+l
z1C8@*gk${@Stx<^_chshz{|I#OfG^(D9GtpvYIOD-Pw4VNzSjn<zYs+i|Y{I{i>LR
zQLL>Mj!^YAtHe<+G;>tcoNN})?E+tdx_LM0&u(<$yOo<7eqDu4!)UY_Zk*3J#%)|M
z{{eoKt$044+NB+nz?O{^BSD%4e3y`OMekfw@9>+#LNV}EF)t%eP}izV>jWcIRW{s6
zslmfK{LHpfu8s?AnbGN)R;}HVe$vXgaa)&-*W(k<FQV?mYLV6i1Y=zw*j<QQfj~K2
z_z4{F-Gi-KUoW=5Fp%6ox3P5FR6CtoUWg6Cy)~-xcoyh*fdL0Sv$2^8oK8p1hNKbS
zdfOiLTpMo1bZFrc1Jz#qOy|eBeu-JXcRSkk?&Pt<%_2MBw<m>UTkx6jzfS&$AkV7s
z)rfS%rD>uX@p^nyOP6KX9J;<_ZCPS6h5Rat75Pw@!#iIHOF7}IUFqsXUYA<Mp0Vyq
zSCgWJj8wC=v!?6IMQy@f9Dgk4BWd_sQ?XPUr;FrF8RaRQk6s6`<z2Qm_p)gDC2pt`
z7#pbN^yFqSXPMgF7HL}FTLv5|DP|)*9DBoJy<d^^#<f~hc#23w;4XvtWU3}HBi8La
zOfadllR-UMpHY_9^?PbUM)G!#T@4wE06tuA@(C^@pYls%xBn(Y32KE3T-bfCO*VzH
z%(R(269_pN9WKDHji%u7XI2kRu-AoU-)2udNp~76BRXy8mVVcZ_>zwuo0>jKC^@fF
z%sbksTib;^IZf43D`xS{t|`%<?|BMduzBpB>BNGstSl;j^tl;xWw`1Sqw7~HfMU5s
z?Uxera2`|z6Sp0${l1%#8k2m{Nz;<Tv7R+y-h|kuckhWakyX;vHEx97Yg0WN2!8#h
zwx$r;an!B7h^xEbOvy#@rX(^Aa-wIS#&@gLs2tG!>3M1|iH0TOsa>VC?mP1ZyW{fL
zm(8fv;z^#Tkgx782*@$4nw%J@aGK-|@lqocmg_RiNup_5{G-}1UZW;(xWPYSpj7d>
zjW}|*4I^)4v{sv;ZQZ(#Ont_vZvAkkO`#70GUX&|1S7RnT&%2UCSe8lWUY+K3dnnY
z=qmx+7>9kim+dB6YFv$`%!lTI%XHdY8nfWAvnjoN4>iGJKQ7?=XooAYX8$gzReKP*
ziF@|r!9c(_FZo71Hr({KAyq!TEQJj#<L>2uCj-KH2_up6hX8Y+UtdMR&XHc5r)8ju
zMR}=p<o<;ZU++F!VAHQrV+B7#S{$xGL#{_7)rO$f)luCYnH)?)$&E*QcJ<8~7<9sM
zcGu2mCuvR^r4Y73@YNI2+gD1qFCe+7cGF=vWWBMLm@`{_MNJ`<w*Vo0^^!}Oyadi7
zbEIP9%NKoD=_f6hn2?!!Z)Yw_MRKe`hhd$z=qsGC8_rW5#I4P08qJM>0!A)q>UNM<
z7Sb(kaw$av(*wuTh$#|~ii>;9Q0motH?c4#2KgGfV&42HJiniXA73Q`vXO>P=C8Hv
zIs3Oj=n5*XoBj!j>Qn?4;@wtiVK$ZN=xDpNV0-x*eb^r2>lz{}*QpiZX!)vC<k&v1
zV%PK+s=>J6IkWSv{hWDU>62JcD_Ex`TgR7Df8jRH^EQTlfCb(d5;OhsIHjUN^IT-9
z0l{6TC)*`*NE<cbicA{_DyqVppFoP*yU)H+)-b3~92n`^%Q|}7Y{;!;u}B5YxR(oL
z9Zr7DjKHL%q?FWIm8dKv1WUU^NRBCBvsxi!3j4Jn-xiV!Xj4z^T+hRp*OVTXt#eYy
zKYSZysxuAyVxDJ?A6*)Ax4&f>Nv+d#j>H`ph3eBT;|7jSYb0jKE<X9qw$$A=YW-=s
zI??MTNkdc47CEW}$Uw(xegb6ksM_|wo^u;DM2Q;>RlWe}$3BR~KDeTDoqHc1?%s~<
zepF~0_vw5AL{0d^N6CG&%r?gV^Fz7W|3A0ep_ozQF_CI2NB1j=jHfjGm0UrWd!gcR
zOvT2P=Qhk~NYZe^rCu3bXKI!;U&1|q&ls8CI5y+3dbdrhnW-6><gJ4C@Y59iTFY&5
zR=-T`Z**$W)!_<QC{g;d3^gRO6RWs`z9_RN#6v{rbvESlZJlw=c?2M!Qtm`NvzS`5
z>_=XLv^(A~g?hPmb;59jrb*;Ky6@C0Bfiw*lnzy`GfeVCNVsex_?r|5cUlLrmN7j6
zxM7H<=n2Rskv)1>8;p}O3sHUD7=iIR=>|i(!5ckOYHfNc5f3khK+wM2hFl+pi$ZQf
zqqhl{h_|gI{<wO9*m{A4`a-+99Q+<@o!32M9LaFkk+0K+i4)P&{m+Uv;p-zXYTSg)
za&9%4!VuhmCn3x0wUG^WJAMAn)@vM<ue5Iz@Q0eo?*i2h1Jsk-X=yVnKJfTKUC!k?
zTR%x4Utux5e0?p~hOrKhFK^2231p-H5Pt3u(BW%1A4<ft@tY20Nyws_@Wt~?*ES(H
zPLF?s<<!;H%jO$u>7+Mru<i-!GIJ|`Q?ott&{xs27i6H`%<0p3y?6hqpn+d7ucr!?
zOA#C<V^WQRYvvn;e35h(Jrs|-O)eVlbe<RtgWZ1YKN9cor@WHNjqW1npR88WH`Iw2
zv>8uf$1amsbX}d-c~Ntf0q1dYC_ph}(f&sZiK6JanYpdxm&1vIx4Svr_#FGS=$Vx!
z%oRAqoOo*hN(!C)AMC-qHFA!o;dJ;3;fGHyLHPj{F`E8Q%>b&lGlXw==;Lk!P?VkA
zivRV+q(sg~SiGoj&^5!I5fPvWlgT|7?I7%7vnuw~AtF{$PPtYv@;H4lbQmgToM>Ft
zdPEaz?CZ|Sv}x??=+61kdpS~#V8mfq8{CL<=n=V+JT9G->E08W>;f)CVEi-Ox3z4*
ztm~n?w%h|1Sub7At{|KPdh<H?hGuSfN|UH#zl)o$%jgx%*GD>l{g;ph5mBe-Y-=Yh
zF|gFZ6gVF(G%#gqGm7kHub7u`piV#4nm}FwJKCL{NviLz{b^hslx!c_;1Y9J@XToC
z6WNgkqMWGrSyD6ZC-6O{3CDVygs==pN;V%c8-?jXN%9>po9JD@LbW&NA3#$DNlL4@
zo;!vN!_TIoI2T%bHfpC=Ogki2ne{LRQJ7jNL>1h*PAxxHI+F`WdsKw!JG)5>@dN%?
z(n(B?{a9V|8UuZQO;~i9h;X+yNpHR~5w;)i5pVrNAh#|9iGGkKr}-H$<&ng^m4^tN
zhTSe5^)FN{F~HMBY-zyAkDl1$J+-v@*aTsSvHK=4h;KlZ^e@kT8cGc7hv}WB!<>+?
z-YR2dEu{Be*wNQ5j+&1IkvBk7(S}nWw~#wpYP$eE%+4FgGH4n&xJ~k&!drLYgq<J2
z_KmaL+NOPuJweZ*VytL&5R~G%sih7Gf<eHkS(5tAf+-Q{cFHdJq<N;cvB1%p^j;?V
zE5JT0IDYmQ+iRi2TIU`sl?6Zdou8Tlj_*Lf7^FSDRmmLAUlW&`l!n2=r^PEE4>Imi
z?C14Z1^vMHAY~=?#EkYN2!-xE8@o2q%acJLqRkdvQwUO*JR*L&HI+BM0`G0?Vj%RO
zgn^~E(E+wWmrCRr?hLXCL+?5Lb%SQ$zeT~NxY9l8O<|9<_s*lEr$NLa4O>vodsIdm
zVaZTwm+awGU)L9`eqn)K(#KV#)-TdRUNtavGO0h@i^`Z9ukheiy7<sLC0+gLrOJ7r
z`vmZvT-bdnH@6<%-WGzsw37Z$U7gx%b!zk@kMt+0NTPM_??pNEmQpf7clw4kPe@7_
z%W(4pLL@22>LZd?6pGRG)8QwEgMSwqecHbpa6TT{3{Pu}ldb_7RBluMFxIi7pYYUt
zWg)*;Qu;2^cQ3V97U4`V6{H?G_V14`ci-Eb+biaz^y8KfgtR(;B^jBPMZ9R8K$1;=
zcES35z^J8`LnJO^yDqAR^0;o3#mvpJkS^zadgS{=!n~39L0ceYLw*ByXj@fh{8I}6
z;K}UozYZhXlh97b#{lDajq3Ljiv4O=mg=d5V54qUD;u4<YnI68Oz_oL<-k#7`ad-d
z&)L|)Kjr>7UjSkM8$YASTSka6KNlrnT(Q)kSA&0TQixI^_v<b=esLMBhY$m5th~M2
z>$F)0m0ty5(HPVBnM2U?qw>}2%H<q5a<L0&2-E+EHBW1GktJ|%%zs%2fzV$US1PA+
z$avN*PX10fIH1ZXNxP&#)egGNvGVZM=9^ofV+ggn3%C8IbC2lB>L9de$B!BcsJL{K
zt^Jv5lz$coQG^bKqn9_UqnMfG!SUSg1+AAV?+GA8R1LC^Je^EJR(Rahe#m3LKBpCf
zme<NN+<{_@yTj~!OO$@@zdiAepW%=H55Ifov6_G{LS_cny2zGD6I{m#5Mo@`cbm;T
zChh?xGgXe<T=ZC1LoT^c@kvT*`@J?2X5l}YYn$G|FMa~zJzVm(fAGROt3k2~>`rV@
z%@uxC<*iufgZt-nmmMdMnb4E4aZ_~Y;HrhNj@07em1^xkW)V67Njz1WQH8$uDPJk5
zfKA900h>shKzNl7m)PUz@^&&gK-|vGE@RYL*a)SPiDc}&^EOyCbstzma1yS-84Z~|
zJg9+GTDqrp*Yqhn!2>>&oVk7Muzd_pM69>zNhli8!rTdey|<yhM_We@P|7H~6}j^=
z5qVi$2tY0Cg8O2ve`J0#%B<I+%RrHTX_C&pWty*jG7|bxPbRa6*<}<M?PcHLWw{gy
zcIV1c>@i68gGThod~Mw=!|6^?`OAH_%;w~B(!miY5zZy8x#Orp6@4wu<REKli_@LT
zFF0h4LFA@hmdO`?8o0EumU}2(0e+3F=Uw75hj}=PuOOc&YQ>U3&}T$)1x@bs?;0zE
z%Wt}JAHr<Eld83xuTNz|=G)6MEc@Tb!%!hv2(;6%jkM#~S%P{`@XIa|Qj)@qr(~<U
zd@PBHo|nHJE^!`Gyg0!88l@-)1P5J3WD)(YRxUqhk1G>61Y^K{JsofGOzAzWbo>7>
z^dHOc29P;B%TJ$Hq7T-9YT)$lx)^mCiakuZ>1jpnMU75of<zIygv(%cItI>qKjv^Z
z_PE`Jv4)A$(01I(U>`LDuaDDiZ+oYtLO^y6W3Ao=TbpggO*T*c5lbz{cQ*eHzF>V%
zpT=}C{5R6PvYK<x;mfIqH_w*XXu0WFzd&xaG9Q4%t<SgE9x3d;n{CLw72a&;`QS?}
zkPzM1N{1jc0<;}GRIXr(RN+)cn@QV>c1;wJl@bwnjz#A$Iu3v7@XNU+m>hNiKl0WI
zBJ+V>7eB+5xx2zHEfcUYRgtXv;HTZdKb+1Mp;D)i`S&?iIvX4=>uF(K(C&kXOKhMZ
zvs`12`Bq$|{_}(ps$KEzIn=xP`uR;Z11TJMOI}rEqa)g;T_FY5j$<?fdjlBc_gOhc
z-j)2>=K!*uLoP%(+Z?gI$BoEWg&>tUT?fraHUvq=v7hmY3!tc+ewtye?L0Xhu1Y&;
zTRdOf=@A)V*!C;}>GkF^aR{oOzzrf073GGA6)JGOioiEykJ%J&EeQWE=j&fQ@4`{|
zEs$4%k9pZqw%psj^qN>$@U=JMAsxz3@F9+3rTZMf4@mZC_w}y<i{1<Ak#zDuXK+w)
zSUTE&C-CkneiTzoWH@g|Xz4M8lQMBF8M*~$1Xo7aG4)kEK;r+78~RK#>^bPK#J=OE
zew~MxA!U(-WF8I)LpB>T&JLk5?=65t6JkKd_}2+m2)R->1_o?rN~TtPQl9%H85gHr
z5>~!4HC=Sg9R3bfdkJ?fccr>?{vPsQ(Bh^>`Tfa(ISm|pQK2)r{G2|iL^6ZBYkE<f
zjq=)hfyBxP<m|SYyluj*>GaSoi(I8VoH)=l&;ebTR_@=s<qAI&%Fh#MvYvrdjf_Aa
zpVie8&mi8dJ2bZ50{`oElR5^OG`pbkBWCWdAnfDC2oaVwtaCrV--7UGn@XMZGV}}1
zfNcH_f)hh6KC*TdEtL?F%&?D-Ig}7Mu(>=^H1Rm$2+z;W_T%}ke-{ds2{cGrA<Je5
zBuwcVT;v~vy}^E$e5nn!8glY<KB*MpYT`B}RaoiR6Y#uMwiMS!B2|$ZC3#KtTy@*p
zS27U`@Jl<}XQW)tw7$CNn_0*P7weq1MeswV&!sI$arYfT6FOZk2Ax(%M5v>b*@_Cd
zV{3BInOtCksrmS7h{(*rxMSA>NN)Hbg(^+$ym&_Gd)TdCUIPDDWj`WSF9n|@C`qY-
z(b<8R?lZR?WZ|KxCi`mZ3ljP`(9i(Lf=%QLAB8rC@mVHQID()g+6g@EgZ%7D>ynS6
znAWEFAi;fd>)7GHUn9p@yj0CI<Rx9`e_}sEE$)L7QKr_?7$Cagx8xX)=goc%-%LBw
zV+gw{?tZ#PW`Jz}n#0=QDv#mU4>E9b5T}1*G+u$uq5O=Ve>^|L%L#-k6|0|yg=sAy
z5PEz2i_20y)Q|uCW1x(utFH`&hJ{_7CcwEdlWSmP$Zx<ZtWEpw9{vXGp8|+&JlqCV
zh40J7w*3r&emvdlh&>VmGt1^Fw6(WGA=HR_Wy{eZ2EG5I>s|MsJc5feA_04{1NO{M
z1J$o>>H21l)4-q>iMl}?xY5adc-!$kXAkJ!J>0Bqme|(E!FcPIK;~U3-2&hHsaXE=
zllaU`EROA7LA&<U->w-Pm1xUMLp`noNxdgdoC+SH60@C8?hlrG*(l8sG&OW`#e+h_
z$tq{XSiZ8;r)Ct*&s1Equt=7e>4^=pZ<Lh4{`6@-z9Bf#v~m4Ze<bb3+JeFpwPfVS
zA6OQryF|x?Qm#k8u=nrW{{8q~W{qkar;D7P?laNLEsvfI*T!<PCniQ~Pp?94Gps*b
zu@ww|ArvFg+JtKl9gjgR|LSC>bJ{G87peODIvo-^F{Om&VtZQKjT`$}+C=E7gkU3i
z4(U@GSt+-oo72)>XZv`T=l$W>|JGnKM81Aq;;0_F0L~ImzC@o+4+&wY@}Sv7!?k(z
z##Ow&)Pt7iD1i5lQ5&gyRo$<yCCt5A)+KSIs?T-DT`E`OK{b8Y879jz9=kHyc6=oG
z>0bVL&1~CLk(wiLV(UKe1@UdiUA_erjuFLlmV95n9BSip`HVP+k(mDSQsPimXsXD=
zK)6~Hs#_Fqx{KSEudk$}rw18TNS;%YC3`_tRLfb?x7K7_uk&z@fQO!T!|XtXhzD+6
zT+Pg_nz_P3agCfvH8RoDo6a}dELwj2$&g0QH8V#r0aqmZ!<qw_niEp*8qC2i6wGE)
z`k6e7D3!<l;F9tjoca`WUKmq5jHw@0NLHc;MDRy@7rWlU+dhe_n>F1eNR4h3jVudY
zs|YBCU-8nQjwhQ|E%huse-vptzV2q6EZ!f^+(T&+$L`V^Dw{u`7#&;~2)Y<d)d)9K
z%T}Lc01KGW1k-X)L+cfqd)(QI!E3vQsw%s9@3OA{+N#}fgxSFJ`9|prS({ZPqk-~5
z%g}8)_Y9Z~obOrpCRn*GsJg5zb~z2zrY9vUA+C+<R+LloC(PfN*v9T{Jw9-Ht2RD2
z7kxe=t&NX9bFigZY1NOUh|$V~H!z*reRGqcv+1D0X$>6U!S0b93(%T3EG4hLYw&uk
zqGo6bly2PHl9JW7-zABgxxewsak}erjO#5waNB%W8t=K;QbY?J9?B4TrVy)G7Ae$a
zK@r;LD<DQW3^jIq5W6NwnE2jy19`dequm^Cq9u;s4sk!T3qzYk%Lnud%)D7LocsxJ
z;{x^%*r;4wX^~Q;IK^$Nu@5uY43k(aDo-%-c1%^T5#C%SJ?^wr$!<HYa;U_S9E^sU
z;YxST3mThe+`-G0y*{5HF{;oyw6>Qskh`M9z85o9INbEaY2l#C!@m=mIS=dXpJaqW
z&F2Z!Po;(%kA1g#c50!cXYWuyP2V@xpY;Vg@rL|9PPQPZQt(U97?~NX#tS(QH4?;N
zoKX31oJ@s$sbd~T;7$?6Nrs0_WkGcbo}0OCNF*z_EsY8{LYWpE;%aOsk%+Ha2mI|k
zsraI)80O(=4ENBgft$2rpGjVuMbkNhPOCcSvD8+hrZ{~#j+QV)<2jy-z!qL8vchlJ
z`<HAbqk3R%g!s3!f`Yzpuk5PykH}M}+X`e@ZKid&9iR6=1w!mD=+<6A&kGGw+~WNq
z9LT?F@Cot-GV)uhn~j9@E@$ea-ee{viEYrbn1{mcdXH^7lM{-T(u{`U=MVbTi}mqh
zS*+hfl-(JOME!ExSj7jaP+ag+f)i|A^*1J8CjP|GqJ`cyAkRixcjuV9m~YkS-5duk
zEUajA%t4u@#!j+*WL1)Tomz766HBY9_>>f0>@K-}EqunA{>X9(w4*gMrCvV@4URQe
zBU@i@_?7bO#D*F^dFyR+x6i0EYU+wg%Lf%p-t_ewZs;K#O^(j>bfEO}VOjEduh5yi
zr{BhUOe??Ih(9l1>OG0QnYT#MWC{&!fARTF;?MmGofD=}j<v>k2p~g~Vscj$)7mF8
z{Ep&w0+#yZlY_4-y&g%cnaN#BNzc3$Eys$U9Vs;&7}Tsz2&y=Ih5F`*-Iq6EXb@!P
zwp6n^1zhtx3**SZjYqi{e*D{axogGKzqN5qZy!7QkD2nR<ztHleev$JmoTfA`{-Oa
z!)wsTa>ckTMN6#grX?w9*(J!&FgYpWgrP@Ut*QFJfYpPG%e@(}beiIm)`n6g*8g%(
zaF?oR{IcpoBR_?5p3>?_CsQ(RAe|g;6OzAy!F-9Wfcsn~4nHaEJB0;}tZ|}#c}ex-
zr%QEjKKTg91?q_EOKtE}1ierovxxUSu%0e#)JV;XtG~dO8!hf>F^MFcQQ9|PxW^3^
zl8fA0UZ_IVezaM6z%dyK4!CN7zLb$)l4G6feXF-`vWHtAXXk;;@?kqd9+!;%`wL67
zwYWCEk@rshdJH-??flqX41Wy`^_K6B9Aho%@tSB(xOMgFbRktk(*2+elnh9MDtFaG
zRds4x<0v`VI@|rbrw_f48)K0<ka<aJczg=qX*gW;a8h;l$t#MOF_J3^_MV)Y8YT|U
z1nq5*zHsxFRANIHS5?(DVTT&8aAA8##G2AuTtL9eTo$HhI2%@}7Zc`VBWJ*T<J!Z?
zeGh>O67;?F#J}^h&O}G1(d2L4o!@uh18nuADyd4nQn0O2#+g}q=&MyNlWoT(6ZIe}
zd1D4MT{QV78R{$44l5*2+Z8cw*v!{&+SM#+k^+2XA{~^Y5oS<sZ}DVzMdhR2)~r&L
zHd*XVKPW7C?{?Ij^R%S({4e&m+a#TUnW<NnudnT%Xv#W;J%Gw6#BDB9JI#Uw5|r&K
z>OMbPxj*v~D9CfzUBN~mO=gi@`AkW`<7KcnHFUI9*%?Dcg;#QkYRSgsm!7y*yNt6V
z#@y>Ss4mE0-@kbZE3YJMxHp(vBY@<wfN_a(%$?OX_dkJ<7G7)f)0+fVN?9qdlI)^a
z8=pXuXGLyGMn>T6q_efP=;VeU-VW8>^e4`i)pKn?e7MFPuN=J{HI?Z0ZLWw$6(UAg
zTol9Zaf!>ylJWKPQ!_(Jj(tlW@WpvjA5Qv5VK#SUzf-FD9kw%Sk9x8a+3?%efJ$Id
zD67Kze_o5S@4q7K@i*sCc!GDOT{fr92d0kr!C>;*PR3LuZGh@T&5sEM#2QFSpV3<l
zg<jgW)$|QzSqLTlVtSC>O_iN@1v7omj#+QTIm*5EQFB(M?oQUM8V|&R1*>=;Ajg-u
znn16HN*|-N&b~_Z-7DmAs(N#TiunQu^r{V5v!5oxao>R9xz7sK2bGI?m;^I!M<Y<@
zgKJ7=re7<upIQBkhbY>~G8Ua&^}lvUbGbd-+H}_7b<uCAH+HixH#Zxz-%8oNF8a&u
zJ(6S$_on(>#;0YcD?@%A6^w;(CeEcX0>JS-tmAb~U9bFnR`HAwrX`hH`Ej=mr#Nhd
zYO6n`t&2?>!yUdIo?U-MLFNaR3bcBMSrgB|=7eX}aRRs`B@4#?y$#&46!Or9nZ9!L
zHdK9XE?!VSQdG#paWxFAGS67U`YEv<hXnAXf4tVXldJ^KtwFP+L#{sEEN=s;_O{%s
zdV21?F4O_Tg>W6isZ3WQd!dKa(lNZt<hdFP9lLfZLBiMf5`(*)uDPttwMim9yU@%X
zMBw1pXsbHxO%6dP-VHb|ea^OG{^>8KM9Lw^W=Oel6HEo_Lfs<Vilwt};&5W0RHD)e
z<uB{^Z&-_c@Da!ljgN0boM2b7dh$|End>!}LBmQWuDxrcp8dY617&>RSPZ+P2Li4f
zfNOV-j0BJir;d(qEPR!i^>(VtH4)ufNcX(E?3sv)g$+LQjgqIZH`AwJTb<=k=YExX
z6PEN=%YWOz-lLG6D>%Ecb{ny8FN--%46AS18_Ib;Nyv{XrU*UX7P->MkRLiDUjrLt
z;|g_#Jt3{u$Hx9x&d%!-(N4_OR1as(i?a5Py{@f=L!Hf^;)^<aG%wwv^(w6!u5}J#
z)~GWJLVm~#wK7UfO`?Qn9w8>KIZN-)wPRNQb9s}0I<E_#i(hd*-`j`=Kk8ySv-_4|
zt71Us_O8r}A_dnt3s2OFsLReLpKi$9DC(HB{Y>13lDl>G>{;J8lifcInb+lz&v&ZY
z_+$KieJ6{)uU$#7i*0GU5lnStJ<o;U>E-@|6yJdjR|kg)m6wRmLwU8|UhaB=>HbW+
zRzY|=FWq|h({5slusD&b+(|c<^ucR-cAyhmS2XtMIHtNr=p7*80@vl|BqJhuwVG*%
zm{RoRm<TEAt4?bXZoHf$zW{5`G%?gHNo>VMvAt7NlU--PKAqD_plc4UFZUAV6BN7|
z9jxvP$0itF0`4pttR5d4X-%rCNpK9{PvS87z|`FogR|xski}5wU4FwtaYH&1tT+?1
zWC)3K78<1#I~gK&S67$eiuXRKrDpaIghzF&l)fD5w7pMpCYP_Is-x})oDFNQwA;YR
zM>(#^0LHvB8Zp{jj!T9WEBUtgNme?C-M=7e>&Sdpxi#75+(K(MN^a|&k%kGmN|>Jd
z0bf1G{tMV64DZ~RI2Z;tIyf*b7SyXYHhNnw_T<o__*fO^=7P4r^!kT3z8n7ky(wtj
z8&cJJtp<v)SFJA0zTq+Iy<y<LM7{}o)%)hn+c9!Fa1cy6I`|dL^ycvJ+?TdSHiPxv
z$wsT^BwNMNh}3|<K789$@*2x_l$?6Ty+8djB)bz2plY1_nC@1e4qKN*JIx#t-&l==
z3xSDkH&nh8oIi-=7+$l9a+u6tt`a3KpFjd5xyy`<?ZSh-yN9c%6ckid|0L*`Y<ife
zYH6`Y+`bzUidCXpMr6SAU%c&E3YxcdIX^i$l~5!{i9~VX*4Gz<;^TACODrWWlMHir
z^r9~*n%{!!CX$tE_U_*ea(zz$0oKxL)y^@?8Bvx%Le@raL9|sW$u14Q)pv)9iTzP@
z1jC;S;hv6d<l!J$VSbO*S5FMR$$+7@vn<c~kPTfHYbDmd(BNveK*7#Oi1+tu^SC&(
zA>s7*$L0iuFc|0nmSUY=QF7Jt#_zaamOvA;<1x5zc*$cruNCG4^*yz_yQFBsmpHWg
znOi+Mn7C#s6zrF4au2)sf`oM^B-!&-8|IB#K`fLJI|SE*ub6j4&JRO&ghdbS<kMq!
z+~@;SZky(T0Y12nG*ZH9jRMDqN<|Utl3y@ow`?_?LmLw|Ce^DYpAt7*{_4Dz3Lzvi
zhDfuS4&UMEZ{fM30Df%Qf1p>Go8VX}m@_N?bbZ%ieoSrc<U}{1m3_Rt5cI3@G+kz4
zjS<}kpeUaapr}9!0D8g5xqG_yeFj6_>4DEx4SEE8%XYFE7bFDro_6fR<`sP%QrKb_
z7(yb1zB~^zSm9Dyo6%2I&%KPnsP1Dw&t>{0DjJO#T%?&_>9Ot>>8Cm0Xv+Xi*mmR!
z-i_V2hPs&h{fq)TPlM~X-dOWRF3OtR=M~l3=|z5~Yt=rmUlvg9JyxVw#?|wbs+@u1
z(@UN1^GJvR=P%0hxJG=96et{Ujip~*c2o@gg>hWxv~`b%DS2G*koi^tm?l&>!Mlp=
zL<s)LH=xXoc9RL%iyMW7Fl=x^;+l0WH|F#56*aTqaVCK@IDibs@B(plAJi!i!RK2~
zn{8wuX_xn6WVPL>k&?7DM$F*ppsP1-sP?*j%4tr#<=uAUgR8`fH?0~j!Dc}M?x^p5
z<!a-|*N?!JZL9RPmFrhAL`zNo_K(Z(&CPAt@+<IrUSbbN2tCANaoOYEGsQOGH}>@A
z?>2ZY?Z|#?2NFx|ak1?$ON45EB(Nr#rtZ7UNR9z_jq=ljTC!N;Y^ImfDo74llG(AB
zCrJ<rv6xjd-QR(@5GWkQGYmmBapubIq=s!`O@HN8unqI9otTMOQgb7RpV;cdT+2vZ
ztWP$_Z1J%&@)?-SmXsHzReG)Z{*>7FPQM`Hg`OhZxwF~6lZ*w;Iqo;WF70W9dR0(H
z!r*zShl}+j!=4ZE*Ftl;Osii$nkGHCie0?aE(+UnuzgI|-ex?qI}g7}6T4cQeFBKb
zIm9}T#E-V~53l)g1P;h9TlTK?813)8%uzi3l6&ZzS%09c^jzZ>=5-nW{LK!5{Dvc{
zrAbPkwYi@i3?#<7iu@V@b(;7&uTm(94X8M;XsOXgOn-zy;L9T-4Ecn_TVV>|Y>@zn
zPskt!3HiM)HVI-;a#=3lMvF1u-YEbqXFEijmgdDCX!_gN*LNtbF39(&=L1cLsea+5
zK3w`%nC~+9<e<o`pMmVrP4~J&^<?9Mp`rL=Xk$6J15j#-4S)?jB!ZcZ3ve^ZCJ)Ww
zVgn9eSr^=kvawq=81Pkeb@YqgMOBQx{D{|}<YEa{#BgtZ0NCP1SAC1F&L|J^>k+z@
z0H6|wTy!$*o1RQm;4~dd8gOeBuR0MF8p1%#&SGUGMn6z+nCcdOHVro<oI=)8l!m%G
ztC@ePY*x6NG2I38Od;s$jFL;Q4+3S8#t<y9YRix}F7Uj&WR;f>T;&eAZCV<4kCJ*9
zNXwKdLInEh_FM-Gtb-81uN`}CQfHo)zIgHQ%LRjHcii`b#P=?J?j8rp2nG!+6(J{z
zUxlMruJ6FBpwJGy&kZ)`ri3wbMzhsWB9#urA9lMiOSAE?QCHynwZddbR8xh4)*THE
zg){1*zu1e|fj{Lg0u>1RQ|0~{{dwc4+4A*xbt2F<yj-`!1cO>;<gMQdFfzL2A#9IW
z6y@ahj8C6}%9xz`7YoCkKWiH1DT>4Q*rer?ig*nqT*^5Ox~+Q68nQhy?~b!d^+%Cx
z1Q1ebDw~y&XYFfNkzwr%;RkUq7~yeVW3FF6Y9{EA0)-8i9a-HnTl$CN-9C0#*xl*I
z6;N)7I<Iv%h+Z7%oW+*g-eMJfSXgA$?KiuAbjdcy>h;p`&4|XjaYgNHV%8Koy+Pd3
z%_bWGKuCK!!;jk^sKbdnz0_rKAKBxTb(_mvXV0b^#Y*FE!%|4SrwweZy!DC1%O&Dc
zB)~TEuowzr>~0%1T1;!F$G~d~$_0VX4+lCo;}RAe7v*p71hd90%)DJt078A<XiC!H
zjI)^;W@U}Han9i5G<(7U7bz8J2KfK}QnD0SF4T>ym+rh$j%2DRvAtv6QmXS~*~|iU
zW!O#8_to*lP46<WT7)7A3*n-DBSm<7#q}ZqBwUdXC@!v&w`OGx)@x0f?&c`Xnz}G*
zwDo<cIE<8S&W$n|oJSi;fq^kGYa7=<W=5vptt^j|w&AM<u#59^E|-c+g=JdA;ol|&
zHi|iBJ`2)oCBg&tYZ?D$4mthUN~gdI>A<zg281oz->LRM+v>VlWVJ<Pg26z`^2)nS
zU(T3^%EssK{#aF)@3#9M6CXT?8Es1tTgGK%V)G2e22fi6#%zT(i*H1@O7TRN_#bY`
ztD|75V|{3}Q08XzHo0v@bK=TGDEkwX+oA-kOm1;;G4*KNeVdx{t}eGttjzgS;391j
zTvuv=ysSFQ{lSvMeL6sb`dGGFRFmT<ZYJm2B-{1)Vxv3(QP&>r;bMV5>jZGs*Ty+n
zc%Up*N}BcygrGukO$9`Lr%6ot4>p%-7Val#q(!ppSY0ekt@h_&DjZn3oJ+FfOLVVh
zt@zo`Gibx?kF#Gl8<2j&)lN%~o#&&UVk&*u!3j6XzZTTvIQ$f6=P0NhyRAob|A3g;
zA(AsJkf%vT$&RT<ANpo9eW-xzd5I>kIQ>>vSC`4z3JN!#N86eIo>*S(zKZ$usC(||
zD_QBV%ufaBJ%7>&!ZTk6F>@BJL*f;yC7UtG)ZTldW9uoi%dYgsbip{2&1%W$-ZKgo
z6gcUg@%Gs`YmC)$uXV9x?tcXTEB-Aq!?No|gK{=2WjA7DM3B<`^j2R;!$(#>EtCmG
z@9?^)p`*h*uH<qmt9&G-jgR3yI0JPaxsR#Y1{LF?j+=`mGd&H}xI7D8*b2Ojx7Qb7
zx$$0Y2Z>U=B<zB#l{~TM{5XTkg$Tly=4=b2Wc6`5B|fsKZ2)(EdaTa+yl8aY7^bJs
z`+)xo1qw@YjE9}B)1ok)p+dGMS9;mp<nGx85j*1kiZ$2B3P<>~fWVF{G=6oZUDlwr
zI7D0}5W#=$lv}gq!xc^OBmuGr;WKw$fHZz^JU!N+RdSe4CBoC*+g`hN_{r`iU-5o}
zV?FyPLeaauE-uvR#QGT>7&z@poqhv$wIdM{D8H*b0FtG1dOYLX#uT=%ko`q8)pWcR
ze1N>SImy8-^w~IzOh*wI?5FWYJb4-Qs!?bZSAmvYL(nUwa-N3Gt`obg-#*Q3{1-V*
zxCfa;_PlyAZ;rAnZ0`reFoRV=5J5qYYR&@Oj`D1d9rFFGU^*JPnb8;!m~I=ci_J69
zVHI|Ja8b-%!%yG-%5H1%5m7K+s}5g&CYQ{64};0t9c$G^+lk^jIn*cVH(XWG81TZI
z5(VF(c_+%98gZGR6H6=AaWxlPEbqF|2c2oj&4~>J)>4j;rVk}TE+Z5YLq0J!oKaoS
z^Q6aox?Lrc&H^wal4k8S))v{A*cE5@tUQ?~g?#P+NsyokiPpAortwo`-Od)#h9BD>
z3}}HJYA;rk7RjA=>EC#>?<C2pZd=c5mJdHS&gHyDrAVT|rZ5kH1D7NMLB_+iD|YB*
zEZa-;PXAAG+de1Z^5(nJn!Bn4vsX(8iS@;R@<#IDT@#(DdRr6$?>*A`+&Aa3uEOEf
zDfw%Kw(Q8-I%^=YBI2pR&d*>LwNd44)KM1hNVx?OAhegIt0l?9AAkyscAAVupQikb
z(DoCQZtd#?2T}16NwFjCLw6_x^R>;GKBERYRWMf*;8gGbq(VYs)kf_NdS`r55ifST
z+$CNCR$7E?dLT^Z=0HngdvmHf4MOp%5h0Za8W|}8d7i7@o$eDK5Dc2w@F+^X+e-J<
zGs`+=rN9>b;f>+Wk}T49m*PKsq+EtHheJ3O{a}iN)~S7HIte6qq;Z2%I=dvb7vUra
z#<KOgak?Qw%T(5L0^w|l<(jmZJ4YKbzqzK%X6FzKpZ+@&#LGWbrcb&jDpR@&Yw&IN
zvxEXGoHcBAtFr3JY|?k<PvfH4>qsn!v^`zOTJkn4J1#3>cn{p)+=t$SVU_BQ1ja&r
zsKCy5=<s2(RLDCe6pQM=U?=#&PGDkB&|7y+G%-rJD6-fZv<<~&0LDy#c)(OE@{{IX
zUS8noF_S@_%sd`W*_~7KI!O(WGDw|1)7{TZG-XL`IXz=#@_1kZ;8tP}2R5g_*_+eN
z3Oh00gw$6^pSs)1R&EWCYbpix*sW@$S7;c)#nv9yHsT^;qw>V0GWk7pl6`=t=0;f-
z${@{?MA=GLzfMDlq8KEs|I?r;I(^8}sdnNSfOQQ#@lxVJVr48F%e8CQQq{Rmp0w2L
zNL2EAtgfoM9?`gWrGHwt6}mV{e1pDFnnV;G1(him=iNJZ6p|arNOlDY3~fyM*AjuO
zn+eQoTz$DsC+-?{Lgh$B*^<?4-u&h<gmm4Sy~xyGiACB8y>ylzd-|7@lfz7t;3Rka
zLl?*|p&s_KgYuO|7UkV#U7|Y4uzaW9w;M4>05jEjU{s8wA&Q-7BK#nK8UFGtFW_pp
zIJE)zt^%r<iQS0aG4d96;;f%l;PaeeP9I3gs*fWBn*aQkAnt;E5DUu_{B#7Ye@15J
zs-_b=;HKiPtsMft1kuh1L7mElumK<`<POlxJzOp>EXxj8HUkIwsBxmV*nRRhUWvX^
z?CmX*^X%EQ1bgOzWb*?+{Pg2I#-_t1zBMnmV-w;L>Pb?LW2z?^j<&C6OMJ`6#iv<<
zJ4W84u~?IktpHyqG4wuKEt$dpzr#UpdN?>cB$X<Hs`>M%pu2?NanI`vjEs=`;mV0O
z+&l*lx~B&iW1<DrV*XJrNW5URTDMuoSW!wDE!to<2wEcFQX7}k=Ov3~H4l&O<q=;E
ze?}x>1v&S1=bHIT**mX&9Vs0Khbr$d@wEbnbZt!p*DzG{t>ZX`SZ~xlEqV**xkOU~
z$7=VzxV=$)TzAhpE%cg+2^N5kszyg~SECSFWJ4r2tT8hG<G6<GKolKQ!=pZQ+jM0s
zl+k8iLTEUWA~k~(mXURsKbG%;giXdd*gm_y@0emYAxA;J#@hj4n^j{XRwIUCSCLku
zM5P_|NLpAz&TzVcnazG6zx--J?L(qiF`Y*S+jSvFd?<&f-v<~o#?z;(Qti3yE{NSM
zUG*Zrkue|{%~wHSS)G&M6ojO&5Xaj87GY3o_}fMKhy5`J0eJ@cJCeJ{aM@NRgE?*=
zM;2vBo!CfM!9-PVC%;mPJ0HPmjrq-D8NdZr_Hcn%af|XsQOCZdm>(Je)EiTxfGg38
zQXj-#2$urxK}n802@;tl5)Fc+vRHv@@H&UjqGhsj=#cE~2lc0Qn;v{{)Jw><lIm{*
zcshKy!$BH)WD+r##w#!tg62-Xhy87?<%#E-!tKqv3d6a|Y?k*sUmlxHBoBG5<DVm}
zK9a#f$@#5*D?V6d!9#&Up|9~>RwaMVZu%oRtw@>lu0|11HEp%xZ?{Tq7(G1(Gm$w6
z1}7pxdnsF8`MbBgs;cS_^3HIywxsR%3-K58F4o=*=oIrdQQ)H7E~O?qe@iSDo*m*|
zyT4Og3%sE!;d|bWlj)xQZT2e@R>Xa92Z~hHesP(wEt2C}uQa&|YB1uaD<~bQ>e`jv
z)tEf2L?O6~X9tcS5;1L1iav7Kijyb`y1=c*I<r^mfdBZ$iU$~lhcyDN`aVK4<ydQi
zRuHmAp4ZmCS@f_)a1Rv4^`jb^Aut5|P9)kWlYPtl76kaAP;;Mv4Odk&+z{yr2@?uZ
z<Hpz1_rt9cs*_Mv4@J<Qu1(o<C?Kd;Y*bf9a(F?gI;de;5AN8gm-z120~7@G=$>76
zg|N`Zax!V?^#DgCI`MNY^X)*0v^IwC8Fe_=kCrqf{$aZCK3rmSw$r|IEOSG9bpFgW
zi`ZF!oWcN*vq|(M0X*t{JsL0c`~dkTV%!|aZ70AgYS}jIj;%bpIiFp$IB5qch|3RD
zEu!Br=>xdFJH-w{j&Cij9q<55Kh1aj5w{l=Oew)Gx^Gy|Zz@<zCDXIVkIH7fz4ZeS
zv=zHC0*OhLLmi@*tv)Pm-Y%Z57%DnC<0IpK(}>8vy7fuscp$^WAIv<#3@;`mAX#dq
zS9ZqM(-=kRj$V@GtzUOD-b0qnW-`UvD9CCuXN>R@Y&8|RJF*;WEJO1gV8J69@Z5Xu
z?(S<NE#5{glHO)j<sK;Gu<Ghu7^{sh56F|T;-mVLx~0seO(AAU8$=26B$36V_j?ou
zl5=}Lz66f-wd2j`7jy<Z|1UTXz^%XB!?pt-e0pD}hlclo)3bF}6-?v$-ygVr|MSe2
zH_3|@-uQ+06!73S%Id!$X*ptxp_U6}lI(R{?{s+mBoXqngbo~MXf<#FVG2rXMtoD6
z`+($w(#{M6Eu{M@H*O4zTmhTrxtd)3a8cj7!=^pl24K805z={`e}vXq0te|cH#aJ8
z9r@WuAb5UbPS&n!SebB~ISOY!$-sN;sl?UNw~(T(YS(0A=ZSWOdmS^c(|O}2W75EP
z5)|m2KbAXXnyTJg)A_+?@X2t_x4bv&7ZY-Sto&dcp0$a;KRoXbq>IxCfX!~KU?p-$
zUw|#{5}!{kQr@&(7GAMxe*mAAnc!%m=P=W90=p|cRiAJY?PMDZ_5w0954-nzMjk!5
zwn0I*DqV+g;Jcj_YmvanY>y%>tg7)08v{?Qm;fY`w#dJX)-TLsm37%}hY)nq#+NB}
zzZ7p}I)C5x7vMTFp5Ng`?#{CK<0nqimIoP7mABt($WL<ZMPfJQGcs&p>kIE;tB!=X
zD_F4h=jjpd&mqiYhe}qzA6V_wd^@v^SG^=~P9Ij`2I8lf`AiXnyb2sLgc(=7i3`vf
zzDMqEV0`>D5JE^m#AR;f+pO}<F($g`mFA-1G2v8onR3a8i;<@^`wn$=&ffLR{-*oM
zD*M~6&mAlcHhf0%2mPL_a|B6y+YlOvbkd_jlP^}BuXbF~a$$>#94sJR(CE?r^ixNy
zVt#<_Ja3HaO5ZVQw{gViL>TnXS+lu(S8BF<)w1<zltSB?@>axE;UT-j3b}|)jCClO
zB4t^F9wQPqx;m?Hb)E%x5i*yWIyzzKZQ6ew*5Tq2(7gw&uj{$2VngGQkb9xtczo93
z?t*Bck!?M94@f(EFMoY<TNhhzFr<(?6H5=pzsiEtj|luCbC}**=tN86mB}b<e_0WJ
zK69nFZI#OJ2V{ATaaw#v#=JIXY1WCZf@r&X<f1)#Q_R~01fy){hA?Wev(-BD!-*sr
zAJ!xgi0px^+(WH;mPXOVm~Yh_VRc|n6YhS>*}vPIwA5MP4rbj7cU!&Mb{opP#JAQm
z(q&}lCf}}yN&qq>Xi>72Cd{6v=?ic7{qiX1HT~I*Uge=dg^dWh{r@U^o3QqLdGc_q
z-^U)?m*}V1V+adH>kotE`Hz-q{VD(i9H&7XfeOB+k&zJ)tLSm+%=*H2WaNvxL$Sy`
zO<q3qY`||C>IShTTvTL{--KLK6n1Hc@Skfw6Yc3%lWbo5&wp#lt}L&>NrL%^g1?6r
z>-umtGRJu~_n1ptR;s%BV<ewv)M^H->yOs`;p?_?!w%YBpz(rFpD_@Z4&1EfXwE~j
zDX0-IK|S<4rMTa3)>X^9m|9Ny%m3iIz<r{c3@t4!6RrT^M_27}CF`D_ZC-8&mo{p8
zT@Ep!^?TsCie@H_4CfkSeLyY}vPG`QEdOz|VtG*nGrQuQsPy(Z$O#N5g115Grs=I-
zL)YZ^d(4s_&5}rCAnD-RTlT${mh%8(!nRgLh9?JecNd6=gz)ELdBt>qDtmaXJ(n@{
z=)L;CpE7Q7?;u?(`R!pfWybULuKkn8OAoS#qj$ztIn4CRWUZ~JVmi7ig20~9sVPw4
z{U;IYZHg#4dOgPX0^HncUK)6+(vIOSQa@zZ<qScmHPm7i<L_6^9z~ySuQS>?xnd;_
zV27UUVmg=N1CmA%I7uSuhznKeo6CRbdzjejI&Az2_*z>RGHjSZ7jL@yz_w&CQr-|=
z<8`W`bYf6qu&9yfwM|+rx#{+=?x;hOZu^n$G~E=N>6c^*6}pA=Wqf_DQFv)LO`$N0
z9Z`v8zPl(Q3RAX0%z4HVV*uIKSi1&r#BZ|oa6M{W#?A4y6Mc1%+dQ7LGq)eI02s1R
zOrTZP#WUDFa_L<Vb<LI^tvF;vls%+rfN`M1qPPzizkf|{&a@&P6Lu?Y<I70?6%}qV
z07%a=&C@+tiBg>IN1m*@Bp7;KzObHccWqpWJiNEm?gfmL`RVkahAebP=Lc)>Fh4Nn
z0pN4f(?Kio!E&t8fJGYTs0dP6gt*R7L{>UzM=-Nby%oF<bPPXQ!*3FFhz+q*oFrYU
z12`~X@4d=^atmK74I7%ygCcHE_y2(;-K<v;h1FJr6@`Np^+nb+8CKMz(-CP!V@Va&
zf3-e?JRukHTzVQPt&SEfsAM#2p}eL64zlZ&I$V#wv;)MrS7T-RAmU>Kq^(gp2F$_o
z@RDzTc?kp`=0|zloU+5E%`g|2mRaeslh<~Yy9Fn!6_>B*N-n1G^3570=xY2!bFRN+
z`O&43Ja-xKKVn?4N`Ur`NYGlmhyTty;2X%^jRZBsjC)#P=tpNPr<%J8%44?aqP$+;
zRaHHz=ig}>x^wSY$gY(p!2<JOJzk?N65}a^>?7*i9k2rOQ=fzKQG8(4?Tf2DqTYhQ
zwecsV*?;|<@=vzom(iKj>kwr!2DKZisd@&t+<vU=E~V4r!2n_gQW~Orl9jmXVDo2T
ziX3eqgfxF+QfC=|i+NK&Mv>`Uh7ZC0*3SW|HBKACOPN;l@sI%t$JH0u85}{@(b`DV
zZlljH)98*&E~W%7wKMvTkA%CUZC{|DGPV57G7RHx{urR(MlrG$3+K6W$d+SW`8s^N
zcm69srhAr#fJN^DJI$BqN9W!r32W~FUN6(GEB6gu<+YC`B_n0_8RyhT04t$_B_l5+
z%>KTls;e7<-pTbG(W6x{voR&FnQH^yOl&})?%WstY>z|Avh$8nYfs$OlbimgYgGx<
z#9zj!+lZ!UG?sA?taZ~aM2ymV?O;`i{ehsDN9GTKLl=S5hrt?&hkG*AjmI98FAJUy
z#@cRDB4!f@d#(-0B*N-=*$vz+W_sdJ;X$*5FwMxTum2R}8P2^>9pSNdF{}Lk5w1Yj
z`o;KMu>PJjyT%GCojo7#imxfNxzvmsen?_P9`P_-SR3WF@cOk-5J=fT$GhLOlBwn_
zr(5`QPr?QUD%mf=n{)q0bVd*#RVx;LxlR|tj6C`;%FcY}|CAPm?&E0UH!ZI~&{^hm
zmF9SLDQIkJJ~=7DgGSzC_jhJd5DSz1P)pH4%<vY6c^DdG#5dGA{QQI@E`k(PLvlTT
z2VK`8rb7(`-NcqRsQFXVfa<{J`~jacue1*1?u&5jN0Tpd;12X$q(^tiVrbgq>*pJ<
z?(L|Wmn(+O=Lcp(jz2|L<0!Mi;?-W)b`q@m;N7n^0d#)Yb@m@jqBpL=ZqT}Ncf8|*
zMrjsoA=DdNWRX}_idmi0Qe!kRiH22s3bu7eky*DNrYWp22w^T^v>Ha$1O4sToph}6
z-{f<um{_-Dau1vGHfgqH>kWS|H}lbwmEMN_BST$2aTe(+w2}12{gX$t2_izzY^Un|
zx6L*G_52|5FZF}|AUsThrF*a~BSkS<PDE6UtrRcZ1$oz66nRyb8O)##-uh`k`MJ44
z?}!Of#W~RRomFB-9Xgx?8agCV%;s1Vi1bg57)VBx5P>3Kra{56<;vJZ>^30z5(?KW
zoi?};eVO(6e`5~gMzWaS_&|6hu=*O`KX7mQDAGc!W=i+LqLAbGMrU<^x;KX#sZx)c
ze;p30Gg9ZqPgTKQVmzbha<MuH6w^Dn(ih3<EaPh<b(n4-_K;Kz!gP4C!BH*dWT5$z
zZm*@W9^6~=1ML3-dW<K;)`y>p%ie}vy*HAkdS+(hQypfEN(IHCT#Us45L$rW81hTd
zk*ZxIpAL#NXB$`mrDI&lbbSU%H6yw&5ER^s-X6S&<Wt!kCjv3er#+Fy2&3=w|G2HE
zVt4+ry}!tUv@cnZ0$-$NC?TDIvh02sW@(03p03UzA>ogaNvz=kT5zxV1e^<KE`&hI
zKWaoOOirz!0E?L-Hxiwyfj8U9Wya<{BB-jS#@0IH&PQLa!J`~53yUdQs;mlZc=bt!
zBmV<Rv?Sn?@2Ta$zCa0#)Us~y1j@LLAAA2z9%dGr`JYu)8rFHAiJYMd6@)~<S1$oR
zr|Q_^WC)A(fA;S`6c=$OO8O++R~)e1<44(2y5zP^L)4U{V^--RD=mTD^L*id2&A<?
zX6Y;jgbi#+An*Q)>|`A5<YsRV!L7|UQeNf9k7O#5x3*vBiU622JI8NtwCP?5;~Q*`
zWZS#>6{-_oaro`r%fA&vX(j!tZzCXrgCi{ez4Y#nUveL&PyoT!U?Hj;8cL7xd43em
zNx-~o>ld7)&wE*SHyl2=pn^z~PnZEld09L+nLM=6df<BWw%|NK+??uyG|Q;f1RMxt
z1?iwD_?n07%#|O)HL$bSt^eDEzORcT%+Be634Pf2ANx_cJ>y;kqBGbNQ{OhNrfGJ^
z*&TUtxRle4JERQ%OFBy+9Sm;WWz!`>5HW3pl%n^R9$#x{#zIIQ;KA1TTxR0^Uy6N!
zjC?C1uYm@fr}5hVVBk}BwduOJZ=Vy~J+Ra3A_++pK#EJ{{cFwa1<Ht)F)&cP7G}O!
z_m$dhH*{%r$-^P9mH_JoGsA^Iw26)aquxzg#n!YR!L0|l%r<?>uIg+(2-#_-<Npm^
zo67CIQ*`xT!Rr_Qpnf`yp<M9{5+RH`Wo<KeXGh3<bKxhu7H>xfv-+y-9tm6`&yR1)
z0u0JG{+x>_x+nK-*Z|SpoUBZRltwzpq~pHBxv?Ah;M>8afK97m9j-orC=9sq16j(}
z;zi1I+{pFl|M4v~eWq)%|1UE^KN5f}dX)L4Sk^Y4jg5w~PAl(iuoKLm0l$6BX_nJy
zPSP7LOT)kuYxu4}f)GN@w&Pk9|Gb$X5l^@K*4<zz_n_oH(nemTb((Wm^n?k>to|`P
z@Jif^V!GXCrrSV<JvnNGecLu|HF%CLcBL8dzyHWs<+hvoSI9O*KX~sn{7&^}F5%zA
z{8Mtt-2vxOau5QKZfmZMeLLo|+>oQS8Gs;PmkeBCAQGtg_#k_SDDOcP(fQ)C2?|KL
zAQ-MXAAzPM(?)%^XsN;=x_W$ju#@Y;#F6o6`v*~y8;?>Dp&!Dc=D$U>WBXW3T=sQg
z^V;}~Q+1Ccr=qvC0RI)dX?Grov^%mHRn7&Qx&Hg#{1jqT@vWhhE3#V@q?g$D&pdSi
z6azX<{fa4`M|OzKkEu=3`;)a&1s5n$D6l5D?8v$ENth2FIz&cI=`D?iIk$*G_)($q
z^Ws~ou^Pkwi3@fv_7&;4<vUxzSiMOB6`)}G*ynJG!6tx>48imiaqx%Sv^U7|Uh8>z
z`fhWA_u(FE;qi54I7}D-&i5QR-^kC#X~4R|y;{k@_Q>he#>5?i4$9V6E+lXK=#GgW
zlO~uP&VV`|c96WVA+%%BdIR&n-3p2!<M*SR4C8C&&JJWChW4O#zN_}Jxul&FFNns1
zkQ?Ok%Tyn-yu5W@)!#cAn@gPve@u?4Z83QTiCkfNr@rovT^Vfg3-p=toF^d$U@O81
zMR<rH5Qfuvh#?&M!X-o{31I@HZ8Pq{MH{>6s~FbtiO8jM0SB1{AZzjg-Aij4*yO}H
zad2vCQ4X#}Cf;bxe}(^cnR()w*S~oG^{?%<g3Q~fjEsz`hcTHoXQUphTwBmzFaC<%
zwy4h_e)SMTG3n{vq1uzYeV_%jXuVAptD^*26<O4rzhOG}e_VZcTvOTBcD!EojtvV<
zX_iq@1f=&eDxxS&M5HT7lV*g_5{f!1HCQOp5d@?QNa$bzqEwOI5+U>eF@z3*Z=Iks
zzTf#{nBPotvdh}5JZtUsG|c!^nR#MH6h{?DCB6g@K1n3(cX5kj-!`eBfMG|SYIs@N
zW9yKm4Nae*bN^L!kfb9<#xlg}fL(Ay->eOKfLwb#Ki>p=xC#Dj<?AWX44S$4{iE?<
zJa&zL*Dj10cC7~P*sZEI#Pr6>bAGyJV6Z=-a$cYQArz-l$!u&bFF}fXtcGSXr~M-$
zLh_(*pX~5!Z_8$-)D-;rKjaqQ%h4xfnApDc_xT=o=))~tZ&1HNGL3#S=$uw1Y`$M2
z1}-}PM^$Al@7*yUSK>o@2$dWLO@TQ^<eJMAk83*xPh@1sE_@Uqn)~=VO<W9qp3{_r
zP&_XJ%W>F?iMCCCb$5HGphflx8gySc<7bKQJ9=HI;xND0V*1N2NongQ2MxY}z0pzy
zCzW02pV8?IU*!FeMo}*!&EH%lF064Et<8RrUH+_emH6uK@`cUo2O@oDY~W%;y+y4^
zl&vGopVgKg`O-G*l(f_uq5K$hEn3dQ7-M6x!;bW*%VvAq+x4MSxX!KlE=wcDnIe7q
z*Q44s@y${3^1G95DXESKL&y(ps*w!w^(6|lAv%)Zo&D?!^r=mL4cBci)M)!G-;BKn
zt=j~xPw=kyz3fp`K5}H<qv_q7+)T|_f1K><+oimlYhjBWnhOXE8@M|k@`tGwj?|GZ
zU?_w>MQM~bk=`PhKQ%sM61?;q;#zr;e674?{Rm&cek9&No~5^)IeLT7hV8EsQHcUv
zJ`*<dR}y&t^u`d70G<0<zAJ}YzMeTQzJCIW64|u*p6E*6dSD@f^0OEmxll6@aKgxP
zJ_jg)1no2&?msZjzwOu%FDG`#o~gZ?y#S#Dnl@{-G&yG)J4b>ZRfj{H<Qe{pG;<Yx
z-(^N1u$F+MxOaI(bAcG$&SSa!?ho{GFI&ipFC(w*nc(4FyDSGgj7fYhqgU`#3O$zf
z*Z=9|q_f*CN>TZGkrU8u`6=Vp301Z4fVt<#L+AqjAJs?l^uI@I+D7OtidMMtp&$Kv
zP!{hOcrB%hV5>+!Z$Ft@?RNeSpbB+lcjvWp<pXoupkLCFh5n+`@g^le>38oPxl&?q
zK0#$4wbL0du==Apo$@sK;qK`D1vZ+K?&TR7r*e#ECp>x;oP$Mu2X?hgI%UILc7Cs1
ziKuy@?WK}-!*nIeygKW^eoBQ+xvX1^5_E)b-KM90@L6>9ge<*!l%rqsYfrBNh0x0%
zh{rdz>24oXa`r{Xx{qhmUl<Dn6W1$`V`B5q*mqRRE`FEWxHk>Iq4S|MNeI}yybQ}7
z99O@?#AR}PEum?8vPDhc9D1Dz<c5iC3Ox!I_ZY>CEum}A<+oR`-{YGhI4W!xhrY?@
zI){Z<lk!#rIy^`uiC<fXooxZ)>iAYY;-P1jp)0tF|LxS**Dt5=$)sw1*i$|%ysd_7
zZEDx%>DI0rTn6Tz_i!Eq!t^;F(!Ta~r$!JbRWe?wV?|CaJM~n&NvVi3`a^d5i=oD%
zD(1ZG_-pU0#I7$>MJl|`p7k>Dn^_YXi*5QUYzgM|2@Y<$EOrQ(9O~NJFZ&NBVLnB?
zlzep<G}jRe;GvTp4NR!z%JITLL#WOW(x&ahFA~a+I+fGc+Qh~#>+35P;=E(sdWx=|
zc*XX}=!uDb3gSI`L3iQ~*#WC&<V<-M?H7ErGHuSejjtG5qrBHCwmSEvn~<%P#*8mm
zX_Flu@}`tFGc(@ahj03Q92cxwa3VOItSl?zvP><fPF{tGe&eyaO$xr0cU#{c?wYT*
zp2#UtQog%9Am&)N2;zJ}Gbh3G_<a%kCqlYN$6%-%KYw0b-KMxomF_X~h450&#bSc{
z7|<c<=#a~Xwdp;blL=6+ygu7wP<1FCch7runuI9d-=3!@7^&KUHQL$G{Kn6J@k29z
z@Fh*k;IStS2=fk%wz?yiyzj+vJhb%lotPX8?lF?eIyz9cjr|Jz^1G~l_SQ5_V2bkN
z&ncgLz1T44PAtX5Y_PZd`k6y)Bh%ty5!u(_>R8XW6CE`RPE40rM&(iDW2a1{%cMZ!
zP)CvqF)oraGO73vDi}An6uiz1v?bZ%LT1(ve&6g4%?$m_4j!zn=7_9RRQ76OOUkS_
zfAdSzAU~zi-)DNf_M3h-Nb|LKpo}aAtcq%FMC6X$xpNI*13N2mOFfoxiZ?6J4RCzc
zRg5;i9lfgL`MR9(2YUmbyYfC!h3OLb`qw8)3oki|`~^0+fpw-lh{|uz1>5D<^t=p=
zCF~K$RFb`O=t33a?Mr10G)zW5#vUMLFI_u39@Qr1@1IiNQ4=fo0%^yJG^`x9@6N}F
zIh(maAC|rOjzLFS-`#~yYnaeE5(yhycW)wQcW{C7U6<8?Q0?kXE3|0&-N+lWL5gpS
z??{;Qc;hnL;nGw|V3Uscc-LHI*iN?7$-HVuMd;5`C)DG#QyE}_-`r4HTRJE9Do+`&
z==v87jN@=8rZG8h&GR+&!?yYxS@y;13~bEA+`{To$gISclMZB3Ji=?WH_r<rJx{`3
znBYENou5LrnC9*GKblg_Dd?Ye-O92fD*$Y|+L-B;-m<TRQNkKQuOz2rf`i`SjuWa}
zYu7va;y}#Cpi^+dXX-H@ZY>b**B&YyFe}Tk`?-pOv87^Cc@-5$C+^q-yV4uM`s?p%
z-F+9+7CS}}i>zAn8N;-ro$bcu8uN{N{U9AH@@_QGx{&-{dKhl0jy6AO+Az%i;0<Vs
zdH4K{EcLO=MuTdi(J}HDzGMQJA*iiV#dsz=@&-(;U*PMoh*#jF1YK69i{|~Hs9f2Q
zZgJg-AgP~1lz6Q%`guUOFb`O(H-f$HuGK`5Dk)``@sqlG$(7JCWhbWJ;nii#tF$~z
zBEmqWdOpj?>)e&7Z!hJy?#*-UE`6y`B!>xpK5D9yc*uv*dkj7HilIkLY`ERaIW=pu
zK$!+|7aH~DeLT<P(#@r<_20;=CFQAWBYaMFj^@POVYxcF_HXk(n0>lCGD++CJnY3i
zIk#J;UdJ4(JXJ(%kX=laLw~9w$DBsI_!Qw7)7b_C+LY2duPu2X{%9v-A^dQpH+EED
zqNGfK%K|-Mi(|v$cVU_|u8ol&-Op*o#j8Y8<pq|P`?>3A)*^=L%hA8)9(E<6jaxe#
zn!}xm7BO>Gk6j|1vy4nf$gkcAR&@Hit;=;qf5T;QG<JHme&~3)P_$dAlfg!)^?q%C
zcg0J&t#J9FmB83&WN7o=opY<qDSJL~6l(Jq>!RwPE{IWwLvXqtF%5VvSjMq+erigL
zKw7VU>Z=rFfQ@`RFVkT#VCze?isn>i-~_kil~^D6Qu#?ZlP|EcN$l%_lmM)b=kkkC
z#;(HG9<sSbdvYuGkmj1sQGz9^c(w^ho|x~qx$qqE6vI+UJ1ASdl)EZF$q{v$1@_AE
z#at%b#|vb=ET}5MPDg$@&HJPH6+3130=BDjK{QfMsKs_wWT&KdWs^!6wbVW5K4BP8
zOJm!Z2`OZ;;ZZ#qCFXfH%c&oBTeYTmF6T*d-YXHjyaV)?L7gJqwEs}nX+3HgGNv=i
z-4xw}i?1p=n}y~766-xq9o2u+ym!cJt&)93erOjDA(bUPuCA^rc$8<#t$m-%ID|Tg
z4N;oVAT0H<-j8n6iwe<?pSu*Nq<j*_^3~;S9_E=`ykEORw=H_PhkJaXfE%~0mmBOJ
zOP^XC=_Kt72|-9G!G0$#8%-LFx$Lwe-^U9NS>#n}I7&o4YCe@QwN#$F#UY(jYrd)W
z`}VoAuVlrN)314(x>SifQ(Qg&+#wk>{LfVLdaY&_J#KeLL%W<)A7@S&1K_i^N5*HZ
z5v<3angVH8!QqT^Q8uz(oOvUbQ`0vsKgAX7aS5&+J*e?vv3418n*D)XCZlbyzkiO1
z)yJhIz>3STG~<I$_{E{k@2Tp$J1%aM&nfGY)bF-c-r>H3DSxlAr|dK#_iF#EQ`NB#
zPln4q5qfceXViDKcyVz_1@Bw2R=6?8Bg?1qc`ufPCyvZ`UAX$raI$V{RBm6*kFuxK
z*oRhpb&BaB^Y%Zl!TVWACwrdlW2Ql?KvY--ScO5$Nb<piib)P#J-s;4RBB1NNnI8<
zoO>g2*&kAhI}aP^3tirf65PtiSEm>BAw!?XVp#-qc^$OKJ4BmaXU;5seuCHFd$?V!
z??K0XJXOR;Q~!2My<Az4HkLDSzNy!I4Ofv<*(CGye*Q3J^kuG`i;}rmv)n#W#haar
z{S}u7d&%C1NUOD6sd$hr)d23gxPf}d7Ne4i_*WUTon+%W@*~nHkAv8ds^Jc%3*RJG
zqR%sM>DTVOx9zg}ws@n^2{AxcwC8H>)n(dBe_CJB^V;-&y{>b)Yr4d1EsC~u^fAHB
zP0;?ekgk}oirb{EHXm@>4?2>{m1;wCAzJglQR?d0kkA<my_N17iyop~&%P5h-g+Fo
z)h!db=P_^ZwSTB(L>)6{+>Yj)o^7wl9z`#mQg0kC9AaQ&sg+AFUH()_8{k*?ihfkg
z`2>9UP=5v5va#a)LK@2hNc?Z`P|m<7C4!FoDS`2FCZEdJ@(SVwdtLLxl}~DL+m>3+
z7**{knN;XfUXmrNb~;t&KC<v^WF0q<<;mlC0iJB0qSyFMIvqY9D-XqP;k<cWs$D=S
zC0=Atx=9!{SRf2EN!_S?mE~@8vu2)o$C-A8HOp+H@b)hTe?|x!bGeLM0m6yXNEjLx
z31R4)^lTtF+WySWs90~@rukb(yruV4CmF3&Z(g=gpR!ZB^K=FAvAA}QVQDDM)IXY<
zSFu24R!lmtsBXzxT3#EnY<gwFQxc!MM@}yzBO_4ToRJ|*X`t1HkUi`rgZW;tA~>}y
ztgdnM=u($VC*`ri=*`hDR`K_n`dwa`)0ke<3SphnU*#@5$GkakPcCO)NG<Iw&2nYM
zaM!F0&*bW-ikv6+rgp#1rOFTgBgj|vO!dR%|D)RN<v@=v9tPLE%6#E5=pOD=9DCDz
zY%+G&9dmmd_54(6P|WIwJCs7_z4|N+*NsohEw_Hvi3IDeT4Qfmb~059sMWz@d7v+s
zFSm<cgvGfAFgzw@_olE=U&YGfm5lyvgZsH+pUQ7nOS+*U=OXN9WfT6xTj)vWVrl1;
zfDCS~t-N`q3>#Uy;Iw3kTaGpu_I8483pB_Rjy@>7bR+olkG{K~(&_N&1o>Jmr^=;J
z^zyh&3Z8yC+#@dHn?3)V^S?@5F4R*+SDF`_gUn!593!&@mHTB@dt<<AKj?Yqi7lVn
zOb!q=Un#YXmlVOo-q!MMb{~8!y5wy$q~+VGxn;@Wv|XIfvL>3*=z9fvmubD~IJ~kx
zRd;vUkQ~CZHWh*dH_XK^*=)5Cqzo43p3G_1xt`=+HL5_*P4M*w#O2RM^zs2Ro~LqV
z<n@6IW6XAd*@lPns#N%}(_+Gyo&F9n`6%x6b8JyOjW2j0s1nd(xeq@D719xaSg6?;
z7$667^i$-jtjOxuJPuQE>%;JxF@!Xhx>u~Q24_JW0>C2{D}?!>Erj7DXmy!buDCqb
z3JtHYaP9&QzVVO-pYWm!SixyYvQ8*XIHCJ<2+b2MYcr5Xk7%ttfT)p|%8qA&n-nZv
z`u*vH@n1Xy4slgJ8UD}=ikJ0pr>E8~+x8Yq9oMu4_dL-7H$bflIcF|=VxDYs9sEHn
ztHi>B&0mP6Jz=9wX;;mBW96|E3@#(^>VuuLz}p5@p~Rf6m7S~sALh`JzI9Pw@W(yp
zy2uImg;?|rpxAkX<9adTQmG-Vskv0DPVEa{E@;$ubi|l=51$0^!-sc$tzAYPB0Ux*
zUDzv&8{hSJ9=MRy#$Z%!U6H#!*j%#DT;k`5gU{<xx@>#jLHME?-?#F_iatisCeB4x
zi3164{)>BYwk27*!o!`<ka31ShCmmwGN(w<X)@JqC!q=L8xIJl1HQZ<0(F-3>gCO!
zGlh-as*BOn)thy+Mw;SyiF{=?xZ%fS2;zVKCi3S!>bNvMgrI4xM??wk&@OTaRx>X@
zk)ymmj6_O1FJZAZtVpZ62NRQ2QX&Qv2Mdc7dyDD55iklDpu?c5XL?SK2Hz%se}~?r
z&yvGFqq(FN8}RugN!XleIymdY<zaX|vg^(A6;KnG@i+Ehr{t7?4HFVz{tj*}iSByM
z*4PT?Z<g!#YrXIbg%$gz2erH&nkJV_Q;mKietv`Pl9kFGLU~)b^B|;O{H~@FY_Ed8
zDk&L!i4RH`+-)vOJCpdO3fq}@o7C9--4XWp;&T_)qE3!Z{x*;y5eY_LTs%;OC}nwX
zi%G+l=T2>o+mAY>uODt!Y4P^<m!2-~g>-0c2IN?(q{*(9y#wo~50{X(ygS!lm3yQo
zzW1Kz70>0i6WRgpRWy~s+T1Fs2`W<xU@O0wZ`i-gd{<_R4ml_0nFyRayvr?Qq%_x_
z@8^048ngEJ4cte4Ey8SwqZ2y$xfyOTKq8E~L2G&|iO;0EU}^v9`7lfR=eK<3^bhr#
zr%$S`?3UIR3Ekuuhv+K2>UqV=;$vFMc4TB5){E*<+(}ZxESv|4P=u~M%erTD<j8T&
zgIqRop65;6hNoDeuc{fxom+7=UhFSknS^ehqL%*h6b3umWTktg9YOXJUo*$>Pm-Lj
zXs*_`08Ph#P)ChuPE(>4!^sz~?{%c>9@>Gbv0ItPLmv;YCH^<cJscZi5JTDx1Pw!t
z6YV?}k>eV0b?;R~<4EQ#L1(yxJ>jT%J{Im6PgJcvlLe$2HKd*K$a7jlJLPUR_yNfC
zer$=nuNMhm!?Ju&I|k6!XGPJZZgm8M+k2}*;ZuPfV_vz4t<X<eAf;$2_Q~LjD9@aI
zrl>JuhJN=;xdQ0A37|#?9|EgEn?Qt^Sx5PLc3tf|fY4r<Kp>*TD7N{_G1YEB!ZOfa
zs8x+Cc28RTd}G)8QbAIB`eBw(a!W-ueEe+9rDSictwhA)=M+26D%aircN_JrO-voS
zzPTIjMQ!fQw^EOFsnMp?ca}@vxsw5CnBT2&`#9Q7`+@9DA}Ui;abGk_^MyOlTi3}o
zE2b7(S;wz5P$ug#-MvT^*}3SNLe!b!aP7jHU{mpQ%RPHdP1E;>aUsH&W!DWox#eL}
zht#_XYRrhQ^ZZn1d6n2OA^cTkrL;)p5A(tOk$s#AWz$kD-|+pLajMpgQqdeg4f$LU
z^Wv*qs;A&eX~(ZXM>ZrqJHWBG7dh>h1WIO!=(TQjV%Qf1l6?PmwkXy6ZQ+l-9jM4;
zG0Qs_TyZdHx$v*^h33tpO2qJ9Jiej9Wkon@%Jf<<!_%BNN9tgpn_)nx9}YqWgqkeF
z{fH*wk#-2V(%J=*8QAN)$+Pua{>f;j`T@ZmpH9A-5-Dhu6vm}CM9dV@lqD>R`j6LS
z7b$HZ#q1#ir|YO@eVv_gQ?GO`7~NEO?()yz0T`Vf=Angbo{!_(rtI4Z#{Xv5jH#sk
zuDjzCW0Sn$j3Fb}UKg@My;O5p_jBLP99?epIpxbyxw!ZO_rF9?*Gkjk?*v6jAl!H5
zHJ3YTSC{kvFB1ZIwY)puYQ>-SadR+!`gu1fvN(P=oA?2C(p7%t)%!;&#xnf^_D0eO
zNi7O>?3j5<;u+p#!<+xAr<P7QKGIIz@em$eT1rqk9a^P0b1fD<5rhyZ4`po<VT+M=
z3Z0n9xFtX~6_1I!*Q6DSrAgelKc%DLbfCm!yTfI=2}&p9x?(q{gta7SarzoPRB8h)
zL7F%|l|g{VkBiG~Vt%|oUD92TlTuUV0ec!oPj6AVv=P<w4gpdS!?)b{mUXH?F}1XJ
zw<FHe7hA)klR3=6+`*n5+8XfbL%Fq~iJOo2-fPq{@9!-=nI^1U5>aPu9j}l@LHWHh
zuJAfHDXs(zxi!Y6uBNANoH+)^>MHA4NjvrNw@ZDh+QFuC1Ef=qqun~1^8&%KrGT(Y
z+Ps;<K6oA9&vhl_AzPntB@;ZVMrYhDmeGFdt`wxm3d?>pSY=f$c?pa<&9Pryz;uu?
zJ&Yb+Tk}r&pCe~45-V(PA+<yyt2#C|7R=@|_=KLm!wm8!mIyie;Q~?|uCDN<w8U_1
z+}dQvN*9S?Wt`(V!o8(<sU3l75(#Co1RGsPx8Zh$sm_A;goPV4di*GrCi|!u^}`on
z;v@n={+C%>EC2LMBE}~tgXtm21fQyShkxFE?Q}2pbZ36=tJsG#bJOk>vZQ%D59OHp
zY5(qm<E&T)^{JyXsg%^a)yN~VKB?TKY15-KU6>AR-uT6l31@+SXJvM-|7F)Z3~;@o
zjtvAhlQ^8c+Sl@KI=O&naz>Eae;_d1*nOug$sk}-wI;u!-quB|&E*X4AqR1uU%+<V
zM8kHaN8M8xrIRJ?+`}KTyqBRNCGk{-N7|`%aktKWaLWfXgtYMtk;O}{h_U#oUw<y@
z=H(VXHZ=@JKh|}UgcyaP{&~KsmNRZwU_2-es1XzbMFx43wIYF_)o;>&3~Acf7zFbe
zL;{-nM?<`nn3hMk3q{C$#dHJm`}tn@DnJ4R2YZAm{*BUV*979HS1$?30%Ir2?*a53
zxr9U~7TJacV$m@O7DAVH?BTTJ>FYa82JZ^>lq;=r{QY91Gbb_MiV6qk*PG$*n~PHI
z`gzI8M=?A7lG-Es4|18gU~y}K25OoirCU&miZD?v2%EaE=QsozN`M3X#^Z8CPS6q~
z2H-~pl0Hbgv$AK+7xV|Uq6?Akg}=WXC3u97FAhEbNX1`BWli*1)EQ|o1%3~@-`=u^
zc7aHzb)CF;lWxue8|^DV->0;;7!8e<HK1>G8q%-*=FkS3c?SNt^~Bp5$$l5}p6bP7
z&0R3GR_xj|FH<RPwK2MzohVRbu(~3%c7n7te-0!VPUj}8f}kTW47s}<au+U%Z!S+0
ze_#2qu~muGIZtBj4BPa$u5kCSh1i4c#<<r~wS0UO7vx$I)$-RccGq2+=ZZqd!S6F-
zx6U%PnkDp_0uUwG)1lW)AHdJ?3)FFcij4A{)@m*gg1#1T0A2-eQcW?g#F>_V-%^06
z>>#e(kYqeg3uc6Lr4B2O-$Hm8Ubp*Q1-4fw&~63WmtAENR#X)4rBgn|CsSLG_jPKB
z?ha#towMnq4=O)!cJF$p)aiN86F$0hQ`Us~YtX2@ML?g(ZEVhSLZAp(o=|7r;Bq%j
zFX0jyyJm}Hq~52byN^385GuD@7YKLm#AfAsy6{;pic2(472K3Ao0+&3Iw$3vV~J9&
z-VZ?0$+XExmPUevnC~dGK@W?A<RmzgqTp+z+c{1Uw<Huxu~2JnDbDY@C;uIZYP#o-
z7JWJ;L4|#^a(xUe$e{x@1>siIj(HpY(K5m7<9yN=vVPS9IM8+BR#T15a2=t`Y8g=0
zQ>5iN<0A;fd!ZX)Fg|v=mmnyv`3RdV+qtx@N3``F2!J>FS;&kOcD~x<%ibM>skBvP
z)=)emEDUjQd3w66_0z@TUj`YPH5U;uE+)7sK6**L`2m;#Sn~IY+Y7e>*lo1gq=(?>
z9J;(LwpVO9rC@WM_9iF018-P;*LP;I4(c`U)RC$8AKxI{K7ztZm+f{KCSD%L6756-
zTS=alyxwj6VwRCtHZ<?GW;L%Gom1P7w!5_0HQV?6D_HD7h*$j;yz0y*6*2MsK;*j_
zrB)9zb<I4o(&!ZESDzsJZ3mO@!nSyipb>SdL?d;O(Vq@%_S0zZ?uN$qHNB;UN)tpp
zkhGpoS&!U`(g}kDu`HZERZ=nPQ|CCI4#_={s-a=z4Ayp5u8y>!K}c?1o5OT2#W!Q|
z#*^wNCum;$whjM|EI2hNr{buV_uQsD;%YkRE7g{QtuF^Aa)Ynmca&GUY=z}&pU065
zmK<_=?;&F;^kmF)t5hn3PA|HB>GFnWYIqg)Ye<bIZmdQCg6k*=IWyO<v5RYLYrMIh
z?GWQ3CsDTr8k&o&>>idCl*)l)z46?X>|cGMLj0RPhyJL`a)*z>x_k?7bm9wV2)-3o
z_71PZzrKC_zA$QMfBtZGUN4fhMYK;=$dZP`jwE?_RpR21(b>$b2$OPZ+>_dc%Jno`
z$9}}|hx~?#$PUJ7Qu5W`q=J2I^=n-*C0?CEvEd7ckA?Bt`_&Ww{$p-SocRH8!J(IX
z&8?cijxNU{==%)rOpvif{J!1?2t%6cU+rzzh>u3APK#6w&V!J{&nKSlNZxn50KAc(
zvjXA+gZffUmOjBmmLCD5fvBU4sZV{m4raY~E4JKe?z@E$6*W5Y&fIrvkHIYw)U0Fo
zOvg(lEacfZoWDFT%)9xa4V=8ItUmKT;FE0Fe@s0=*lT3z=E_LYD6V3ZcfusBYILgN
z@)bL$;PvG>3jO&fuGcK1)cpB2r*dXkfz4jWW{aNt^HU_{uO=0vRHd~4m~203-no2}
zF)L+Gqx^P)55IGFt?lMoJCwt$zJx$xAlYXumW(#X3Lz^*aGZKL{lc;2xVT=EX9wX!
zZE4Yh3`wcO+;HmVmg1eJ?z)b&k3Hai9|gS<M_4!=Kc&=xEyp&k)!lhw<PWXc2O;rJ
z=}KMzU}!MgxJd4}Hb1Bvmi!#cDw8GH$W1{kHmlf~cYl7|-k6qee5&(fDF1$Exv3cR
zkH1_j94e|FgPZtNYvF8Ze9+w19{0r2hmOrwRVLe2Z^>>)XR}F5e^vfhz7n5`l#a}M
zjPkJImt3L&I`q3G)OPT@$$Z|{Vw^*72R{ZQrQk@-lyyrK?_R6DcQTQ$seC8-rds~y
z5U!aUK(i%uJu5Uy;sh{&(B&1%uBr<fw<Gj$ItOYyI%~Hz``F<oq80vcRuYvM+~-;^
zU@`L=jqbZV4<HFDQIG}S0Zyg{K%z&-t}WcA3U02|+$s+ru(X{BOTPtOC64J49CdF;
z_x%;J?oxegN0M-v6hCe(oh4~+?)JN<iC%!fPPyb?Eq8C>NmY(NcG{Fzz`OY}GRN|_
zTfy7VFaX%-zpT0ec|@$N5Ej_5`xZbQ(qZx%)3W76H3#IQ<>lo!Ak~i?)Q=?=jcVhk
zI_xuUxcp<oQ!E>MG||IzRsK{_Z#9<5-i-3p%d&S2lHyY6g;XbkVsNm6*33-ES`P}F
z_3dMf0@-`AL&-;AI=bEKRvBZ|ys!JG!JM@ktbXjlq|S%t_WkJfpp`*|27*N#ITDYF
zT#nyCeXP)d#R*#K{4dAl*O5w$bs)FwwJ~3Oc*C{j3o8ocMR9XH%$}MmNx)QvXBHF)
zvA|~pUIHd;5w~6pkTr8aZ_7e@d4<huye^9=C+agncmhlxKw({$-i<L-?wv#Jxj3J4
zim6PEkXE;-_2hE|^+5S;?<5bFU$Gu|OI(hY=@b+E??0D8Q94eXX3H;RsZ&pC%KMKa
zF?6!U+rkQ^qFruTn5yC2($Z6qc=ih{xINzUQYIHtcY#HKiN?;(KtaJz30e}<@yxO?
z3~WIH<w#RB;<19hM)PreV3mZjCLZ>px&H^5{=nP1cCRQj_JtzBmhKkPGX!x}Gs<_3
z+t+*K?L@jm!^>yLYC{PQYU^v>$g@%KqazJbyzXQMl0*U}b!h9UUHXC=C3jhcdaRcx
zPmL}p9@NgMt5qO-+y&o3$2GrO%{zxuI9-(QKq^048=MXdSjc)B=1T+41!O;abpg$h
zKikdXyW>`Z=%iV3S_E433isJzoAWC10!`erqn`w1#Yr>s&NV@7QBYdFb_aB^s@<2{
zoEN0a#teIxzmd<r|4@5K>bDiWvNj)@Mv0M8*+VW~LqcZNdlj8aU@oXW_2%b3y<|ah
zO?BZ^%aPzza2JfgZ=U#{m9`!**r!)&SYefE{51P2lcHhqt(((xb3+y?Mt>BqnbQJX
zl)W}g^q##XqNP;iGrQ(Yo;v>~TW#+Mjsc9^HACD~Yi=k40HRSh+pNTQxSz_IVk$;r
z$~u^^;<xk-44`_T<+^e^XMuZM7^p6U^U6w)oRYuY;pA(?$y+5h`ue9_?yTu6dBL)L
zi64itEpc0X*pL1;+dDl9@)YJMd7nXouf-Jy;5yredVb(bj|tUBh?uI`i<lC>KY<O1
zhcO}r&U{Co*-lhl@Kr+%5SMrm7talGxh5Ml{pP>F&4fK};Y;t}l(Veh{7V(YQ4`eY
zo=mb?n_PNX*M>khh*&b(G90eNNFUya%!I|v104TCC`iP=ncsILINo*^VY?QXc_tF~
zQZD)AZrnf)onkD&%4_>=*MDQte1GKHpLMn_|4LHI*kf8Bmy5M_AjK?S9VF@LHQLpl
zc<Mt4MHRd;&eSiZ<T_o`?CaZ6H{S`HmP&IrBs@p_%>3eGBP(+3*EX!2D|j0sSs+Wn
zS6V+R7rC!@lW#PatO#ZD+3tKi*iVx`O}f`3Ln*eLceRlL5x$`B>mEfjEAQ-_pH^An
zp~|`Y1}$yZ7u@cR{(WrmST3TufafV?Y_|{#G4RTr;+v2+g|$`(P@1K^Y{tJ~#M~iD
z<mR9Sa8NDhC!rc4ObQCObdGNodd_EC{*-t&=Z<|QWi!p!&cvPBk6tT*Fbhn9>Xriz
zulg@eOVhOG*mwNC$(*9bJnOWWst{+B^;9^9iMB(f%0;=%td(qD<D%({tbEdGP?ou#
zjXMyxCXO$Tl{>s($mj>7VOzfV)ssF{N4P<7`2XTT)Su7$-%2%=45rbSgv>ZFmUj>j
zL-1rs$Q)9lcP$nv59upuMEn<UKic-zA%yX$z`8A?d;$h0Oa_atgrx>p|G1c#oGhWd
z7$8tvBcLRbdd2AqOCzJU7J6f`!P&W>){_9Ve{35+$gDn#NWH3V6i5e@_O&ez_lN#p
z<Qw%~uxzqafuet6nrCHN>L?PUK7R+kBkL4vv5qci=E1_el?MnQj4-XC*y9SCz3g!G
z`l<lPrLnZuzvJURwoXr0sVRP3Dm%Q06w9G>@_&|uz7a$)vDDPZND%QY#oltd58Sq2
z@64MkME4l8;d6baijaW(x97}upY_obgIrZh>c47+1nmk75!%KJt(4HBY8Hm|#v@dP
zv~S}W&LfeuPMDTF-4jh)KOF=$BLCkzbyT%;?gZIa{>Us|`(|(+$xuKt<ydxR0aE<t
z7dR72?5xHOr+*PPC5VhP>K!++MSf4vXfy$9f}7D(L8!uhd;I<b=$SfhEJ>gS6B)m6
z1DZhzdd5gQvy!e!s}y>~2CROqoUgYxIVT5!XVZXu)i0@#=#r`ix^t0X9=}nR^3R+7
z6sZ9D6f{*GYf@Mlds%o{4;iP`tyRFlkmN@lGXDn%h6hp^XPSQW+JBL=P?vFa+h^VM
zq0_o^bA{<g+1rT9_pacUOU)6oW-v*Nkqd{VkhH;oVW60v?o8%CUPSO$tIqxdxjsvk
z==YTc;BnmiyN)T*oZMt&3c=L@I1WEbs;dF{;*3ho1F8M*`tr8K#OYGTq{qEsz~$<`
ziB9{RuI*^Az4fF~o6kx|8?cCke)`>VD&Lb-{MCrv^0rzN|Jx#kwm8Q-lT-qfyKKaO
z6O%|H9;Mn{M$IXpd^u5(&^kq0iMRkbKQHdPQ+je(3R2hj>VNAMz90X<5<_I-IRULm
zPiD_fSf6QmsZu28=I-9*?+@f%7KozQcy#Vnt|cs}xBi`n{+3r$gx~4+N@0C9vIb3@
z3J0SwHZc)MRrb}6^{l<6X8bqYt>@_Uoi?E3iv;#*YVJy>gk_!0K1V9WsQ)zr$J`mg
zrQag10;|d=FcG@@JdlUt$-TOyEiosvjN(FQ{WEFBbROrRjErx^k9r=5^jer$nwC!%
zj{=R%AM%u0E@FC`w*+3rEf*38TFBW=%<@#Ru~8{wJcC}Q1~;x5+(NWhnBF`b<u{J~
zE&MPN^k6;C18D`%dbmpwCz5T|Qw_IP2ZjzVwKT*liCH&`Tsdr$vP2U04J@i0PV`{J
zuwCJ^QeBypkWj`n#-TqMXlwF4GP`p}Bl*dHfbsU-JBPq@y;=l=iV(FAkt@@LEcp>z
z)MmeZuJn|mniQ^t8{%6Cd-n=3zqZg*a@PRd?TY|bBHM<S(H`|NY=ODnOwxwOdkBOt
z&y(S{h4A&s$wrE0e<`T6Ujs%Rv!&-3(ubXyBFf%hPO{?H?$T@}r{!rHB`%HcxqMwB
zQph~H{-Ap!iTlV5d>Ty_Ql?nxp}B#&1{S%(+DoVhOxYqK-m#IUvNcY|h%|9}M`|iw
z{7;Ax(9<6+Df!yqcx^v60e4vf)|Y9%=aKqCq=4^KwZQtjBk@(_tTwSkLCttY5u;AX
zru`b`W9$Cq#=IXh#*}4%AvRRCUlOB6lquijF&YGyfF$qSZ&HK`<26{~_DmTd&0;eJ
zp+FRQ@G$_>r^_O*3*3-1Ds=#dPxtD<b)zldEL+q^@X?XCD6f7<zN&s8;vrk~etrGD
z>n`Mcgb_?&>8mb%ym<|%;aGz-t-?tn62cl}w5&)+;i-QId9TP@T|L(O1KVKq4s(9J
z<4`RLAVr$hRBG}1Lj7R%{&_9FV>VJ!?dV}Zfjmc<z!>P&_4d|=^G~7qn(yB+g1G#H
z*`83kmY|Gy7a++fjnD0!eFtDHExP9BG4ge9O<mXipr>n-IeH02K%4!C{LOXK<P<Bt
z)8?dTR?yDzUE9}397?XNp_Vc1xb{IVVPU`=e=R4xvBY3alEmydXSq<Kp@d2lO)zpb
zz~Kf!Z|v-Tutje$@!?1{RPe5}=`N;Sv36itcuOR{R&c*J!F}cqsBzT*j~}nnkjhYA
zpRUz5-3zbt@<d43+FSIfW>Oro&E+ompv;^S3D)Y>nb=cDUP`7P&dAKXs(wF764Z=C
z7eHai(z2e!^SF`A3)Lj-mC#83t33(N{_A(vb2cx{lG?#XUu9aS;KfhVJevp5RBeIa
zwD>w!z9Shbc03Qo`@Yww|M;X`V^F!=+x7Ot=+v8?U=<So>+0rKGi*TOk2G<$m=N?t
zujXNEW*~%qRt0DL(LPB)!d@zSpH=+v<OB=RO$=tv82E-Jn=QxwX5SM5gbq?qDs;SD
zPHhxLaub0a?VY3pqdt?xZDNn1ckrp4^1&h5g+2k`6QvWJ0A&U&`N);{zCA())|3xV
z;sY;>tQacJ{?JQ5s-FcCTHR*1A4~&6ah&*H+!S@8R!F;BloifvkW75O)Ki|<`*I?N
z0~i8XHx{~^nWr{ZvI`WsBwop@8RYN{#?`}_?bi}=cO?jz9Uzy@iK4%#hazRdfgQPP
zQ~|_G5VN<|n-DxI4i&DvZi}mn9YxcZ`BIV`$sPQ2b5e*-2&-Vu$8hXFA$|UQ^_u8Q
zz9;3jW`pO$?U!c2vuhdx@8B`GK!W!&uiH?j&6PNvai2D&Cl9rUjnsOy3(W^1u_zpy
zzu*n5@4K&0&{)=8=W%IisReUcSj_I~QlHNMwgbHo65suN68)7*GK57|An9BpWOhJG
zDq|OjB+Q+@B)V#V8=Hh`<S#)Iq`ARj3SQl!<^@$xJ>Axl%Bu9#nYV7T4Mf9D6~~^%
z#fCKVaCt2?Bq7ug2NyOj)cnvAMX{FziB<@UR4i7%$v9PY)?cP_&2MqenTr_6LGrU6
zYr-`T(AO(xV!-Smn~U-jXGB)z1VhV2$nCIKh~w&iUHm|Oet}djsEaJ2anpeYwMao7
z8vIP}Q5AlFJ+n$}N$HLh{Bte@>>UnAj`>>G=zDNaun1VeScu_h?uGhYK@I?`FnPVP
zm%va5_W(fbx7P33Nwy&MjdXbfZl$|@r0%jd&{izj;h33eV50);Y`OO%H$oO$wE2S#
z;`5zZsA<?U^FHPcUiXH0$gH>6J7k51@D$Z7(v@%iQ%JFzkdu?+u@32j&^XWA4LvC*
zA$=fdWK5X!r>*~JMl*`Y&*U}C8Uc31%P-5(L!3!m&MH%C>6B}+4sP~v_En#Ge7`@8
zZfi-n%$HoQuU`|$kqtFkFXb;?Dp`pX@aL+$TU6f2G6FJ1a?T8~w+QC#SLxWDf3$Kj
z#hmy=#pBw9;FiK(rx!@Ucu-8$IuVf+XQjEs#U@|HJ&=jskdzBZ6`w39G$5f(lJWdj
zYztLUzv+n2Ci77WlwqQx%x+v|p$F>BQ|kI$yew5o{XA5<=%XqqQ%|Zzr@bWOJ(8q=
zkzMlES#M+pdyzVTiT@4fW(vVA3jc2}X!b7W+>C<-XtejqDXVK+APOCvu%8YN#f^=@
zbv#YJl<y>$+FNMG!aBP>huN9)g@x_(<<4mV^4c_Q1Mj(VyTCX(-Od3jjKJ2bIcvCB
zz9TpRN#ifU7Ca);Kl9|}nM!3d@4-sMy6PH32;i~!EDcyt0K`i<#7c){Y6UQwR?w~(
zySamo`ufUnOGkD1M<=-jYP(T^Umvn5ab#!5P=0(GNyCeug8Ua{aL4*Fk<v*5vWU4p
z!#?QVW`4Y|u{&I%0%z?&@k)FZ@p5RF5-@%K@#1($P{$nNByT)^>zL+>Ad1X_Xh>-J
zD01mQwPj_fT_w~-#m!`bdkc~tkX>6Gtu=67grJGTY6Xu+T-uv$kgqEV_#}t~FKVd(
z7l~BO%oh(O0ngt7eUR(OmwA_u`_Su&Kq^=bFjq|($<r3MBvhrjaj1UOmk9(}hIWHN
zKt?5fzP?BEH(x~UdtQzGU_E)+6gQu5fXqaV_UZ|w&@?fV%s$hr>L-hfDnVZ6d{y}C
zBeFqxSvY`zAwdk7Hb31wuerxB<sESlfg-em>`{ml<S~45rDo_01*|(pU}a2<?rgqH
z>w0I0MfhZqu}qiw8ai~n-S9&+`X*Q<OKX-KLrI?ZEVBS&{a5%7<wam(2K%&0oaV(7
zQo1r1ZXHDJ9Lccv;TKr%0@E2B2)nsBq@PypIl3+jD(@;Wo!b)0IKa|hfI~yIEHXU-
z$#Y%AeC{<Yl;;5zndd>_*?p1kSio{=&tlh;&;X&FN{II~zOIn49!M~UAV?^`ee+*G
zWm+VRHeQ56x(hBKYB>h54?mx9hk7uQl?<l<wFKFd(Qumr^3O@`oud39%=tJD)<qDj
zHpq#wi>lB)=_#U1ry*K-3YTzfL%KB_)WZ?QeuT^1%h<$=9>9XAG{m7ESjKH~%%80C
zRuKl&a7#2^z?Vs_`)pmrvc0MSrPRpKS~2x0P?KT7m-Z8Ddj7qsh0;lfB^XSOT>Fy~
zx@d^`YPo>M(wPOgl(NHo4HL_(jC_q3pU?swP)w^#L24d>5z?7b%eo`SAqeTK+?9~?
zkhRw`FB#z;D>fPVGlWC?U2RSQf+n*T@mVn=r>dsBq>&W|C;#bA2T)eOlf(h)7M#EU
zPck;tUlcdq$&xdjB+xGTP^;gMaJ&LrZSjrX{NJ?8p=b5VE;hWLV-I9KeC=tdLtNzY
z@imYBO!GZR+^BwOFeB4!uYk&edP@tW{WT1!laqmT3Ka@gP^Ydy;m*?qq4NhESokwi
zm1}T#N(WzWrS;9zqGq`Z(}`$%b|eb?FL1%{HDCRfOZg<AcnTAibmrE_E?Fk1E=<CT
zJ|db(K_i>W>a}-;j;zWFzkLOEt@GRpZdcmc7PU`2&FtxcvJx;?|0tV_-^)~1Ey4cO
zP_;dM5HNBd5)8uaMxF8j%(mC~=MA&t`v)DJy>(5>#<(DItAK(J<X}JN&bm@m_SEeS
zG31(D7>Sc=e}ggm_@y+|F>-U%oXFd>rt;hMRm~Ug>|VSJi@U0-`gY6h@DwZk?ME_C
z|L1{+T8mInivRYMLl-X_niQ|@Q7e9MD8D{+%l6M#Iqz>544O3F;rK1p@!O+6t5p8%
zlf3Qx+~zpr-|MR{>{{e(nsB>s`!UiQ{q?kZgaZS&gW>1iUpd>oxR5DO3mw{^?A35Y
zfk=ZkYs=4A9@=MdHpN+u;9k#9ZDNP0LnQ>5(8hDG>0yCc&=Y=NC7-*i#Sjf0vNu@`
z+BW!loj;N>oMgT>GeReo?HB|WD=oehvJqXEWhr*wF}vF{TWmcrtId%hEnr__sy$hD
zv_kiKFKI2t>|w-;<66(V`Gc6*o<c%1o?t)aX|R@4_gKrpg?v&<I#uf_R&p46GBsEI
z@VREtS*xXh2fv@P>RML`U1FVssXps-pIaaQbz<r*^Ub1fm5(fNPX)a?7sSFk4_)q4
zVGO_YsGA0J-a+34*Y-A^p$G%=OM$92rX{`X@@__j3To^%bky3DTcxbhwAjK03-!Oz
zxFU02%<OutK#tP!z#!Q2R$5!TaOlU6tFTmlyq)F6g@yY%Q_r@=3x-dHSoB0NicUK@
zRyKFclgk$i3-d;DHH|I#l$>c&PHW{$_WjpiIoXWZt*yLUSecVb6I_W;-i5mO=G7~)
zCb<Q$xeb4$C*OYEeqkrx`-B63RmB}BUcDW)zp}!`#H*XkiZ>1gl{2P4-msj@M|MY2
z()OQt$<IVA_s*r*<yM8k$Wi`1o42teSvNz9O{;bFcp7Mw3$@&e#e&D<O4Y9@QvuCd
z&i?lNJ`&N%iR`b_JZdERb!x&*Gc;!X-RT5J$KIyNqRehD3dYg7iBK!gke_{26BMa7
z{ypjSfqTzDyImZs%e1apTL}pW41C_EE8fw$dmRTYt%T^)*d2Q6hl3o7ro5ofg+T3t
zEf|(B@^p)t&+x-8*B8%VFRq^w;onmq0hfk<)+9npn)-;`H=+Brs^n4=@|>^jWW-%W
zjb+)`RP9emQOj$2eDtdN7eR%|w?1JJJA<(_Z!sj)T~3b|d^?3tz1KO-SuX9^+dkFX
zn{!f6JN&!!)Cr6sz1P`*C{GPL(fBlIJKR(CGm)}!(rmzeA1)r5NQO<e_4M>aHyN%}
zH<v#?{Hqq=zzbTiP_FC|3~&Bt_o@Qc@(&WzXh?1rg*xC=TOkVVUA&KDc7E327(NE-
zoyR`Q3;=^)()IQ7K^`8;YYFF|7gdFqgUxcq!A1OhYSjF$v&k|8N<ltfOiNg+kzMsC
z*IYNw=HcMbn8DTo!3T0_@1ltQea9E6a?#tZ%EWEl7sw<x&8p6fHJ|<^Z?9Gb+G&4G
z2S1QRH+|8DGJt#SLnqy9!oKW3A}T712@5V-dsEkC5mY!hVr&D!EN8bh6+=mh9IZ`K
zLsD@t#ZOA~wwOF7AsLi*)-^M;eT>WqxOebt?6XM)qS1RP?p=o<s_{a+nd>EtX)YiR
z>I|)``vzP6?fv~N^j4SokX9cL;|W2g#<_Fn!oqe!MLOzGRNEFpWB9JP#Y>(J#w(M8
zdhV`PWlcG~v&*+N?mM2Z?xkHL_E5vp@XuT}_Cu0F;<9AwhUX1zMK<^#nK|Et9_!2r
zG$lH+4-Zc#T^Pkty7&fV44ML8X!9m)Y(a+8c;M&e=AccRw?puobxqf7pMHDcZ_ZD}
z(Bobkbu`^?al!|#LT>WQ%C}JSULA1{t(oiOeIc)Lq1Uyw-LhV|1Fy0=kS;supRGq6
zm)X99fo#E8SiB(KQCVH@uzkHn2Y$YV<dz-&RXQP8qUs!jKEf!BEh`+2ga6vdkjm~f
zi*H)p9W~hR&RJV*Dy_kHbW{*>7s}TSijIhstqv47eHjrsDfk&WYs{p)#Lf59gM!#J
z_@0~=^NHL=nK4({hq-KUo}RcVodSFC^gjP`Z<S?aoD8gIe#eixZ*MY?a)zG|vjtJY
z+xW3kB1$wrL<v((JlnHmXMQ*)*(Q1=;Bli03N_EvP5Bh2B;`9yi;iGovld#^cd<_T
z8>^FdY-+tS*b5b02$6XbRClZ1_~_i^hW`E>p?dK~EKM|6s*^VwgbQ826E$WzsvWa8
zE%u!;JBM6%pT4EExx^`<%N8RKbHN$lT<Y0tOf2;E*a)M=+bR~Sc(Kz2^aS_Q!n*p)
zNnZC6gn#21b2h`e_?Vy@vx<i%bI+TZnSt~2R3FjRSemcg?mpiu6M}|^L55Sc`c-^9
zmZx;hbNw*-!s({`TbAympituajUUI;kIwR73hR@LJya*S<<znKsM%Me<{l~;nf8`x
zd{8|6yiiL4(=0nUmT9@-sP4(Qn096Hn+@e_t|<qRx5AX2Q@$JE*Y|ZKpECIlGc1($
z!&sk$SHED8f3y8#e=#y5s;gb5{mEBU{@l7-5J`vSH$94M2o5+wOZ{Kvjt(>X8_;B{
zYq33-KX5-Hms%Y{!opA*kNSMJU)VsHM_w#*p}!LhnaTJ<V=eixo+M(-Vh~qVz|Ph-
z*rloBgvd(!E719cf2ln}&nys$o_gyCM`H`MCuDEmUtKMi9rMdWGlUB$nNJ*|SjATd
zhJXl-xHb7n8h(?ZqlcB<HGSai{`c%YEiL6he;k(~&PvRO1l~FZBBk2l$!N^*pfMli
z^%JNNOk;K{d(_LW^>z{&qU8cH&V&m{<STc=D(X%SM~QVEE#{<LX{K(F<30pT2}Q)K
z%eP8QSGT2t&9VNJR!DTl4tbNbk`Zc=Ob4#KaF}nZD0ixyvXwQ|?rvH&r)8%W--)`%
z+JVuYtzNg89ks~6``cnX4d!F&cPrlwl3jh1NqPFPXpFAF8KJKg7`-&Lt`w%PWi;;D
zx-1-7#OqwCRqyR;T?Nwfj+QH77Odn(F7C%%pDV5!FRl!r_$<eO-Faj7)hocU`*Z7c
zFEa`EJ5LzlA&OIaRE(r{tA~BPLV@-#@%yfVDCDq{Ma0+pYl&lXrx1TW%a!!*0R2U4
zRads7X%)ZN+-h#M48BY{XXO*HWP};EUliU^d52Sr)+R07NwtknrFTTQTPI*JLh>ft
zP=_L2XMM6HsDwG?tR)jo>brR#(cXFsiI(Tb>MbsIC$@>*yK2pszDZT(cau|A=w1Jx
z9zus*rXQgquSvN{(k3p?o!5O8gJwz*&)>S`lg}%xJ(OFwoE;*iGC=OIl)rxCr2sIk
zp!=ASzBPY~dJ~8vj+uWGhUFbOzPeqz(!1(u3<LqFu}VYj^1VcycbPQN0G25`rrp&w
zi&mWAa8=P(HIqw@pnsv)EZw0#zo)68H40qpjYoAf*1ILR%R4Q^f|^G~!bHRIfD`24
zf$$WuI~9Q<&eY|(b#Cb_*~)b$8a*%PPApMj-kXq3u+0o6R9x-u2&|KjPLl{#Kol&P
zfw8tyxP)YCza`%>ypB-hr0yc=OX{%n>cG<4tE26AYVsXDkz$YA?8htaS!XI{HS_o9
z`g-aNA<E>>m~UTS)u3me_121tc%LzRd`01~_6mNvM;hH&s6F3>ixYmXFAb{jX;g&B
zir~S62a|1YQWsWS`q<(O%*j8}txScVPHBw8Wr$ys8}qDM`a}`CeOH&aoc0n?mqJp~
z(zVDz*3<5;sP8TH@wTFXrP;MBg#MMh7ALP!gh_EF$gp#A{@E*oQuR&plXj_CAw9TZ
z*$6%t(ntg~W+gH0E!H8Re}Kp7Op<YL+NrmVk7xRr^Zklui=(j~bA_Il=E?1B|LIxz
zktif^dT~z@HgMZ6e__H6g|+$5nM&g3+L5hp1ool=Ds0@>N_7EmVK<W9Lun#*rdXv$
z@oVJv9R|#!#Q4*xQyPaweobbN7^B62Qse8pCyiG{1iYWmMn$AGlVGydC)l52WHQXw
z;|X$yMM{S5-za`7f(dgP|MH*S9L_;$Ny+)H%1x-nchQep74)5YyXVH@<!GJ1HiQFi
z45FBZru~7%lQT~!rS=eHr<h9VbDcM=Nl#F0I<69zuf2Nnn=pE+U0t1}y_IsTN$&)C
zl*eBXv!W^ZZe=azfMXs5?-<EG7m;6gDM4}C;Sa~gRl5X-v|?zvlxWjfyq>byfi@p&
z_m))2ajwiNL=%}`EAyYFdCwGk{^i)%m!1%OGUr#C!Y>CqFkC{9vA3yduY#6`$b7+L
zWM9Wl?MHtqBp$E-O3pDCkbHCIxHd__XO^NuOsQJFGa;*#T6m;jWJ_TqvCR1IGHBNO
zxtZqM4|3z3vb6HHDdMYi72R*Jr;<)u*<snLX`l@fiBubyxvsrCfUdh#rlzYqvTp9g
znCZz6)Kl?{A0H-wf5(ZPD!F9h-MAm!pxc{*Z%v(_KHJ&CHxV5wWiAt={O4!(@bDDf
z>(YW|SZ|+Tv#NaUh5qut30e29mNhFB#N7j1=%>%9<<ZYudlN4w?Lh6SEF2b&l$%bg
zdXwwy|KP!@G_n3de8<%D?ucFjj@0oI`O3y)ONRE4wNb6p0c2C0Ejz)5$p&&`zCO|-
zJ3lsM`QGn=8QDO@v`X2n!AQ(&_DAtjL^t~TCV(x*_cqoy_84{KOJ-XgFtVw0e6mwy
zBA^%)e%i3+HhC|Si81wL(G(x8qUcPAiHj|m)h|)EQDevcPr#MZ8(rsMpCPjNx<Pus
zH}kV2Mby_@jFg}Uo>YR}vQA>5!eC3Kv#&i73Bmrv1nYmhW^F9t+jGJS66q*c(oa7;
z4c~H{$h;jBI0L#{r*mX6gT3p5Ywq6!y96nhG@q;1|2R6U31G_T4^R5y%~xI51$o2;
z5f|D>U%!wJ+!i%HD^BrnR&OuQQBTClDmxVqjC;^39;GM$*?!Hs*Uau93YD3YMz)u#
z@U@?^-kKGiv2@vD@yEAcM|cYycyv?ALbaid7T|{U(Sh~_mq4y#T{`|={4xXubawi!
zUzYO+UR?L;Yq??1xZTrF&2Kr*6B_Kv;39r}<j9pdo059AC*BCM1%7zuFu1X~{W8<f
zN=olRVVEL*<;(SOjuhx#(mT<W!P(`eW<LGT<nj%@z0ctm)Mbe2<O2fs*~*g0<nFYJ
zl!_i_-ds@bHV`qZGShh~px3;vaV6T-UQ!yaqqL@#8oOREa#a(34cU+a8TPxB`<1%p
zWNwII(k+Kxe*};?QKfVy!!U2%$1*7?=}$~pEaF!W7R2Q67m?|>+WwTB;XhVKPR#Z4
zBrou;%t6OXvdUiaI;q%<964hMGihLqCFc@5cauxiNA5YW?Hz{rrd=Z-`zrj;jpy@~
zv^cB{qE8oBUly`_>v@`iN^o>^Y1f^4%<^sD5-;Ym7gfL7XT@8@XN>_6!3#G{z7v$}
z8)gD(58E_0p}tm)=V}sLwxVX=%DLEEjBFMqN*M_BQ&&!9%1YhI5b=jA^%*;ovIg72
zYZW9qI&i{8_KwUe3?^-Q-xEFz2Jnf8-16^a?IPlp2gvs-!Ou{JT!#qm?blW}68hm{
zLOnkoiJaLvM-~=W8-wiaN3?_T>%wU_yV|ezMyM4xj$V5T`|(u@Q7Ln~cIkqVEE*k~
zMEf!*3nTUN(amU;?o`|jbVE$l?G!7kquR#f&BrxU2yw#2*-;9GjdDiQxl1!6y(ho@
zqp;RpmS_S&n$jl1$0sZ8kgB7(rWpC7P0B83bEiMeQP=71xlSBpCTSPF0a&*pyssVX
zGXbwwSK4(jEkf!fk32eMv_CE_dnwwvGm6Q+>zdFO)Si~*m3JdFVsusWgl&J5?UGOK
zQmkoQ5TU(O=DbfOXYaKc@NIbXo}iYWQ1I*LR_AAqLS#3DR~cBAo!eGMe9RLJaOepo
z#-swhs#9?<m$u3o47+$A#&;D9d@r^4S3)-cW#w6DdRVKnzT|^jF;)Nwo>>bnJ-f?@
zNZ?U6^1rQN4jtJow-QQElVH>2d&qmQ&pkJYZ06-L!R`9dbb%>kt-O54<ZdnC^G{Ro
z3Tvf{Q^RXmn|8j1Mte$8)soQ!_gf8qpV`7<+FGQ=j5aHcd)lo0G$c!WDbZvBJ_z^I
zDYvs;oFMV)HO20+vU&&rI2-RmKb2Ax36bws)PV_YU$5i%l@SQ}-lwh3%a{k9+ufbt
z+uIzaw?A?fXC1p<kUM)bqY~Zc%RKCZRlB|*<s+&B-7v?rt@~CivQ#pz-gi7}?3Cvg
z7QtCV=Jy1=TD<SCZ4P^7`V|#e5cP7GxlK8D84ZbNzUGESMxLL0(DQE+)6Y#&YGtaJ
zj`yuzQi%o}4RyPswzjr-h>NZI<caBMc@3=tfVcRpCW}H(@+u_=&94{O8X}qBubCrF
zrtC*A?7YNx)CMs;{8xX5in84SBSSu}J@M$4W}Dh?R*?QYyOl@w?V(z{sZcy_A{#sy
z@bu2*Rw#=~_k7*upLimiO(<YV|MG9y=$;?bv5(LL!)&!FqkP<3ww&6Ex~boPmm-n3
z5UI>_?(t3yzGI^f6?3Ixcdl9Wd9)Tl1oAFld|i4IYOHFc(U|wBfu2Q7phN@e>$#=`
z>7!b5c141xPF;a-g@^3~Ueq%psb*&YQWx(NQ+MVvFq0D6Sg_A!G~wWO^$55@!_=};
zyVQ^X>Ggl%oxo_d%aj$B5-E|`a&vYrHdah!_W#KG?zkqh@9nr)cEyf>QtgNcEF!&H
zQBXiY5JFK9P<ji!sf(girAY_r(xfExuqq@-mliro=v4>=2<>+!%I<#Ocm7d6gvp(`
zr#|O7=k~QQ&k@<<U*>Yd@vmnkCX<<nME)XacIyhDbpoIg{CA9mNM5(uGj(E(Hj<F+
zlHUBZ3TBmEYFZp*QWiJ495DFVMQM<`sS^08M=h`ipCtjN22TPLyWn+seCuD;e<e7B
zy$KsRyN6SU!;eMq_P;>yqX#RmXv>ZJtzQ-Jc<^>OFgc^f4o2uxi^Mmg4SYXc#>!+I
zK0HL+(Ynu9ou`j&aS`}34`YVw<d9?!<=S5EqGVY0`)ORpVI+v^%K3%o6;ElspwjTQ
zKNBWdY*xt#c{%{gF<W~NCvH0b*Yb!{P7pgFi@SHzX0CXHr+Ehfl|Vq)-uQ(t<Z$?G
z-bA3RU34)mif3>a&vbVZ1u`W_kRYV840JMvI=}af+t_z4GAk=*+xTKMcZfokyKaA9
zUO2gtp*bE>A<L9e@TxiU_v+?y{I`-s`J9!nE>6G^>OL;IT3-Vam0+-J(?96!NR<+r
z8|rh#$Z_h0^t)H+R_J>)h`b<tRj_0ojh8#=xkeT|^F<YGm12`Qi?X$SMYvHz(RA%S
zQ}9lXF6>ZqO$U^B-+&($TFfUMe<oq*##a5ElA?gRWsRijeL;|syAH#53k)~c30JRO
zyO}$aW_;YTHNT_Q6yl3VPFYw>DXH+=fFBI{UXkOD*r=?mUaFMJQK5FtGdyYZ$FA8V
ztWc<gv7=I+4;&Bx`d#7!_o30z#hMu7un-;oR7;%>yYd1f*m;M6SImofhSdspbR<8h
zPZnW>3>wNG_i>q9>W^+46P%dT!Z+tx3_Z?fsqd(d?Vir-7@3|r^3%&fr(BeufY+a*
z>-9B9iq?_#p@f0uuC}AL-5GAw30cX~GZicOfw<{eQs!(ylZg=JNd)<|g1#T8(^Sur
zv}IT#CiPhMuxmp+WXamst}&Dr%0fEPR{l2tZ(Y=IC&#!(X{(kFcZdEL+ya3xiWD%h
zf_Vg^v_Re#f>DZ3HD|+i^zpuKAhdM#+ca-8BEz`mm!yHW1Cy&}vsXR5#9t1?d)PMJ
zCPR)q)$VZ?Iq37o<d@1y<{pa*{WOvj$9}!m`4RbAqpkfv7RzoG&j~8vN8UFe3Q_f#
zn7;dCt2UBY)u<>M)H+IHbjpML$!{iT2jc|7;y6Y;n|OOPiFr}T=Kdv!4-wja*3&QQ
zGp~3<cn~Ou$d~)H|7<cq#T%O5ZZlo01eG%bM*{)^DoW$2wU(|%{&DupiRkJ@G3h?j
zRrB0t%`Sc@tIjS@`m-7Z^@%ETes)38vh`)J(Oyz(ZJGZ$ZA89Gy<i{^LAx5IjhpDA
zDq%fgKz<Q&fxKx@_guwnkw(!i*RKFPD8`;DYg@bDYGzUPNzOTdUm$beY@6>0$CzXl
zu<+}Y)&h0^VFBbn!Z1#yg2S>xE7|_SRJK<m?=8Sl^V|L14Ez@r?h+7x8J?Ir@$_t_
z_@a7U>3fJmM2pO=&!e-jBh5$TtdfeUrIp0j3Kp@F%4OZOzY~&#G#kEsyap${AF?jL
z!<=;e?m}ld2&1e^ucm~h_HeRQ0Fvj42v)3JvMBvhqd%Yma(GA7y(KLiOMpiY`3MO2
zqpvMTE<9{L*PsqiMkoSg)aj^;&KJ`Em@bs^UW?t)6r=7<X*fs1?%vR1du+zGW4r3z
ze}n<7-fk4oUPp5u;LlZ=t#vH1tDu=gXCFjhz?|a2ufR`ny!9rr?DXU5un0_1r^SzN
z@2rd=U^HqNh!^qN-?>(SK67}C>a?=b=#iQXh4RwG9II=(jw_#S`$UMR8oug$v_Pj6
z=;`%;y@!*Sc{@%1k(3iyLG3-I$u1<0iP0Qx*|jZltTWe|8wM`$HO5INDvX$G%lGIU
z&;AX`eegmc*8aMdHRl?>b{SDRIwq&`b7mMX+;nldS)cpfvY-lAkdmLBP3kh%>)V=`
zf?D9&g5nHRq{Qh}7zWh(^($A5*5<vqUYUD3X~a+Eg5?Z*Wsa7etzR4|aju|=1@;{e
z+@vlFxlzl69H(?D@RhLfTIYDoSIUKV6jt21&wkL#1olKplEU=?3r+1ZnRxth%wI7P
z@z9U_FzMf#S$@)fSrVhg$qoC_zY2I%eB*CHIXP5wco3e}gwoLAtEIp4XE^_Ay28k0
zx;N4o1|u9xyhix)h%@X?ZmV&!qE1}i8;=mMPK$(->}W-}`CHm}-?&bzjmT@-$JN@@
zDfV0|6k)lo*J4RB%)6$<&L}GGq;|=gkKA4zO3Socab09go#s|=#7nUV>UZ$0W@?MC
zhs5VhWdGLV>&wjNI<h*CLS<!1oi4m>jLW2P1#Jp@ZM?Z>ITQ?ePZR=Oy!#)tw1sy)
z+u!l7#ad*$;j^!w$vJLt*3RyuW}EA>tVNqECG>D-?13=1`)R^-`K2PTcC6!<R5H#A
zzI?B#Xc1PsMT(K1HM6kr4{0pt50o-2J5r%<447hbZd->yP_%V4r-79FWZRt+gL0%I
zvGuMsp-m)BZe0GtYBZQpl-w|9TcWM5txYlZfKdl|P1GHzztcpRNi9+%^?HXtzbJdH
zrHFWbMnHVXG4``B3mRcwk7AmG#{HhYJPXJ9C8vOawVAwog^wWU=6jsGN8yh0K-X+t
zykF0(GhT&ySGY2^lHy1JB^ryO(VoLFsB3$UUP!O&p=v(Krl1xSAj=V|H2b1h=bHI9
zu0n!&Wb46#%^UHLuKN!>c=nGISXs&C@}Ko`(nXw3mn=HGMYJ-f0+B$^sBn>pNm8bD
z$*`mlWa74q?LkWuo;u-gpdxZagfUH_%1f~>YV#t$dCoAUF%UyYxWu6O*bQdmKctNE
z2foe>O9_14N-vC9*!{;zPMkeB7yqscK_jr|PsnQbcR07+LmOi`nZKE2K4D-STu@)~
z=N;{5YHb>j!^Ef*YQ1Vj`$)L!Kmp{4kfBXErSa)Kx9JCcacL$Sg=aHk7BY+*!tN@Y
z6=dNmgy6N5j$~9;aw73?M3MPq&cbchRV=Q2ya`8$YMPctt>3=paud0UN?ZgIR>(!S
z)yJ|yY=JBN^`SmZZA<I_816Hr8y%*GHQ(NC)n7bE*Cj;e29@l|3pd@U<DO{!kpA|`
zIz4Dnp0=JnOyqR3v?!Z)%^Oe6T&k4?+ij3hgUhTgXi%~)yRZ`_Pb#GLzaL&LP92@j
z?)fU6-9WM{>*z?E{1r+obDm5?LTTkF;i5ApvOnx}?H9j(xlpKiu1E8$h3W1`J?Jz!
zmQGQ6IgEgg3m}?Q9F($<druslZR{JjTMu-M9QpwP2T6ZZBSzFV=x$V6(xGlDff)$)
zsD&6PQt;yEhnp}iWr2Z2t>Jt9V78N>9+v(-XMM;;;adK5z|shUb<nS718MO|tn=6$
ziQGZ~Hp&hZEhYYT?AOs9xZ9F$dM@UZCHgW*#ZI97$KT>J(O$mhxht*^6pw|iJK!GS
zu#4S2j&~U?SOxWQiaiXdhh?dQog+I6;o18^aIi(nrnOe%<@@DyIpSC9%^>?PT!ZZY
z82VP6oz|^L>ErYB^N=*{idjh#tS<DM2{1;&Ri8Zt4IPt&5S0pMaL)9iY%@cg*Z1|#
zse%goQHO7v8le$a+n;s^YW+hd)a+suYzi>g+{i-;H_MGDQ43E;^_}H*?x_j7Ey@Mv
zq7SJdhA8))RF+$Z22`5v&6~5KROn7RgM^iEA|RwWKlkRX?W`YwU$vb!&kklJHD6Iw
z+C^{*8juhu{(*11QzI|s@xVcPZOoir$NTU~Hl|4Y`F=sn6WN6)^AAo7dG){fH~&f)
zh}OcMYAkWSuIspQNytY25@K-#W92Nbui3N!d+)<5+<>P>R)LiZjOS|2NLt8Pa}QI4
zmVzrh*O5w+QQ>=tR?kA9fbq||3;6_~ckmuBDsZ5hpCDzFuHpT}FGwc0TgD=&Pb|=B
z0DVMo&0ZOb@^4S>8<5P|G_vwIf;e_=8K`^b^(;3*8C4?j!=G{!>}>xgWZs_H;7DU^
zXbrag`<DXqk3U0(S$K{M3U4qY8i$;#3Do7kVbnI8Q}3L6`F!mQSZ-vH?0bavdhFyw
zvpW{4Beg7kto(k*8w1WDEH+7-f3eC36K5Bm#>Zh*Vla(;P&T{&Y_p)-_v0N%D#1<s
zEK6tJCwK@}Tam?}%4K)m(^DTwM1RSuH3Es>46*jR$>SgNb@DFV1+^$}i&PC)x?IFN
zeG))63nXgro!>rxr0Cn$o_&KeP362n4lD&VCeyu)O5pq-z|couO<SAo1xMjEUC-*1
zwx5celsRAQvHN?&Xpj&cA7B*Nj{w+UcoHF9GBb}L0`i}cB;WYRf`0Vv&y~?~ky5nV
z%zR|0>y#u?imt@8&vFM{+24O*Cv(QoxXSbW+#HDLor!fcUz=xr0Thi%@R`Wa$>4*C
z5gB*sYJOQE2^j&Ok%K;<ZWF&tG#wO%g8}}NrU4yPaCPD%n(%dC*<(uTffuVx#ugWV
za?h!6zRkAgfI+W)>oQF&2kDMQ1*gQhP-BlsnPdYGBW?M|KjDfiadTrl<H&{Lv-|p;
zprnavw&vF<yg0K`S2?Ic;*5qF()U-V6{-g|H#BuIi)7n+l7|-uDxnfwc}4r7uKYwM
zH{&d<hoj@3{M()r@J$&x<z|{wl>=|-n&cyEGZX4TCWg%3;C!~{0tDn)71R&T<bd}-
zp@HX!p`vyhg&^xfunjthuoZ1UWPy~AdEz~!lqEcMk>%y;El?tD=U<XfBK(2Fu3!G(
znc@JZlv(`-u?)oUeRuaTQae6HV&9RcXexZg6K{lTL#mj3BlX!YBlnkcyx=Saj@80z
zOb2fer_(*ToXYRxpw7p3asDZ4Rf=(>_mMh$E+`lX5Q;|wTd{_B`17lz(o)fXxqy&_
zxGsKPUIhG%v8fvtf*K?ByO>@oU(v)&6@P~GYwQ|A)%fbOi=b`V$1EbE1lYF7wQD}e
z;)ar`idM|usQ$3nJ8F`DV*F!}h9e!JpB1L<PB-g>HZi@d2q}UHCts^69KS;6rz|sB
z)2R>gtar6Y*Iiul?4_ECkb4?>hS{6{(hpQK)5u-^m#tooT5C;B`(8Z(&H<vp)4ds9
z0o<E5(7rIn03elNZK%iKkh;|?fPva<U9VkwqR5N#&PhjNG~zF-!?*5`28F-rQYoH;
zKv=k=uMb^^jrLXBQ2h19OV#(hG>k2ZKl;Mc8tvGzV%u@ljd;|w4~fYTXCd16@ZlQ8
z02vAi^%TY#uWw<UnBMC^r)kW{IvcQZ_dg5>`3^L0ElK?QLbMU>=qjN({}NIQuB0vi
z@Cdq=_i^kyXte^t-KwDzvt~LNQR)6CCX@^6Xu(J??{zbMj-LE<oJ*obD`iBkLCLBo
zszA6-iY>{AGAan19|TE9I`|%?Ze<DcFUvrYPQ>>)EZ%d=elSOJGq?pV$F_MJy6U!A
z6P?HFEl_MdqLfFpVuu2@L|Xp4Q|~jw5D!bg{(k=mi6VIhxY9T(w`enCOR370f@fm$
zp}}+^?_^N#8GR3ozBILS5~MTzv{JajrAzvVh#gJAf{#3nl@T#@Ll$Zeq=2M+wU?G=
zNbnf>Z$u9)xZ{a0)23K}^!EK;{zDhA=-!BA#<_j3_!;sh!yexIkRSk}0Q`~|b?|WQ
zj3D&?EL41S(9LLVAA1!QosD!sFSsH2`cyf2EIr+3-9<oh6N<?`tbN?v?jO#=dle}z
zJd5<(`F~}v&Z~XY3S;yF9(;ZUpq2})?wis78qca%J6Q;i<vIa6o{a-lI)Jt;QC?dg
zFG84+s05~sxn8%qk_Hk`MC{a7KD<F3?Z2+^n0cQKP;bti^Us|Tqi6U_npx>V1M9O{
z%emH`Fb@6@FR-tW+Cq$b?QN(a1S8}EnXK&mE~Gq&)z=!aXz3G@Ond)cw6?DAuTxm0
zv~Y~+;>C*u35YTy)+d^gRrOelowF(*?s6XdB4*TM*_$Uy;<RgKv8}e|_G_}nf~SPl
zI()-N3KHYWtf5(ZDEZ)LB~W~Ue-*z*aet#LKbP}Vd+|a!1JVr}V*`I5kW`6-s;ow3
zNS$cseP=k3szYdas*F6vyP6zWP-`|Bj!c>iJ{a}N49(IJ4&gOuSWaQNONm8Y9sq3(
zUG9~ZVeO77=Oa2A;ww+#zU~T-NqPjMdiiprm{(`T&YU}Uaf;&ANc+-n+a~78?NvU~
zc?6JF49B7F`wKsu*8^6*Ha8zxS#hD$a+(8q;$8WaX|r>nZOZ2a1z%3=_#bU^nQmCI
ztrjU5to7R;P%b@S@SAr(?*1h`>E$9VGR+(x2Ri(%&Y)j9&TXczc(|j>7JQ*PQTsG^
z_9Nd*)eK0ya3d!vzmrPnVVk_Q&C+Qkg@VvpAa4ZB1;A_gy=7x>)Z3N6>ufs{(EtrU
zM-b+~&5=Oc@2BDLipx7Y#~G8zuZjA|OiPrvV_Vz#fW#}iO1AxR3gG}iHuj%p&ivZ)
z_os#CVx$J&6jUDi#TS(L{?u>A58=2-$Em<k0CBdI+XZAF)_!Pk40BQW0}w1MJQSee
z$$_sapb){7Gb$x~skh?3Z5Pg_wdh9^*sV3I{RA7J0k4W0`$4<c7S8-cz_{kX$o=?3
zWXJwL|J{5bS`G6}(1~*6rc>;n`4kaeM$8WyJH@Df?Q|YQt6)-gBIGH9^@(5@Ju7AO
z{Znb1ZD}^RZ=~a8Oau!S0MeXa=E$!5zc3D%A8IS_YE`8AjNK<uVs@pcarvCdUAjXm
zByWIRa{ZLc!Zmj>MtEoR%eyg3e7I@OK*5STiIj=-soD`rMmI$~-MjTOjDnv$-^U+l
z-`LNCU#gJ1hJ+O2efiM$S7Uz@dcfC1mr5fq0YWB``M-woIlGX%4dTa_r|%Yk1IiPM
z&OKVNIcN2AH4kQX`5D3)TmRv($-fXNUHjN+1|?mq)vrkS)9AeRQp~79<T;@fQGm<O
zyDbVt2E7@GgtiP}HHC59@hdxF&Nd2F@h(pY^V<nzgFgQchVOIU20`MU?XNgAi!XvY
z(4lUp_=ds8GJW8|gUo1_|7eoPTQM<5LfPCrp?3%>@=r@y%_FD2rQCEKRaT-qCK@7+
zV+i(3Sn!(-;*Kda2RmBKu>S}<@Y$;3H`m+|{g)Sp;w007L}(%9SX^VARlr~@rwWs#
zLR%!jpU=VWAYdW1G5!(2S)f_(IrGy3KdMGbPi3>E2%C)ZTr2$g;?vUqm^dSu&6b$u
z)_7B5=u7&T9*N-*^d`iLcw0dDVb+fJx2!KrgHR@t)c0I@)^?}#;dl!(5-Z5(K86_6
z8vuLMP{Q-)1o6>cx4|r79$>VEAI0ilv%n5Z+P3mTNAU5)#g1%WvHo;AGt8R>3NQ_w
zj?oxsrHRo3#$o$^8He)MqgKDad+YwuU~qJFihIWn{KS5ghw*rR&|uVLoWD^e9(q3>
zzJw}&@$%ra!9wnSmY*?9;c(rgk?NfXh!`~ULE6T1>@p%g|I4qfxy-{+sjj<3tmGT4
zd9XTDpxx`T^h>eofpKKioUlz`?8P3{|BugkG!5i%ZArx{z%Olz)ff>F29(6`JRjFf
zYp${@dyc3gB=F??{ELl}=9gm}=5K%P?0hS!oVHg3B3*eo4TFILD|m&NgB-S~VD+t-
zkEHA20MC;F&-2!u&~H1^<y0*w2#E~Gq2*81N#ZcD0Pw4^v2@DmH=}<!<=(#OfF7;f
zwL)!`O;HU<{=utm74&j|i*+*RE*$NH8VX&ZL{w!F2Yi_-#UNG4Z|)Q_ukJUXS;Tly
z`-EKP|3aool|GEn6ZL<#zx%|*WI<YRWu@!%;);;#dTpD~h072YOyw()Dw)ci=Prot
zsyhIVwuUz(t(RH-jEZl0c{#W+!}uPH062ix2H<vxrPi)zkei7>0yXOVF!)x?`sN;P
z{h#Mj9JJl6k1!hKErYn_Y89|D-wHe3p=&PPWCY(y)t3}@T>tbuZ#o=o)^8{Y(+QuY
z>c>oa*2+tqb~WL){Vv?lmAkwozR=v17TB5-bq#}v<I#shHOHa1O(8Y#($%&5gZy&?
z13jm&2dF*l(eq>B_xpI|6>_Q(y)b~k@IPePMDDj2ZG)DFjrU)(oStvHbK`!KjOfdw
zOBFD-A6CWf2FIc25hjemq#T4u^M4t#@`U2?oKeFrkk8E30HgqH*T}cI@h6P<U_txq
z!D(0dz2j-K%);Exr@7pw7TfMfUM#dwMbgGXn}s_)gxOq|3y?YEY#!+Cxnmf85V18(
z6BC+M#u0KHJn_X~4HlT5z1mHN+7;U<96t;yJ|*gz1pbSUZsZOe6s(-5<KZymGU#q-
zMAh1RWOV(nOa8jE8MViDX?^pRunP1z0sZHu98}Yl<A*k1Xk(CMVD8$k>S~~Jk@TY@
zkO)TGWU3Q8STZ``7bFW4Oir8gLs|Lx9>>qmZy_!0G5=4_d{S!WPe~;A6mG(YNbdH?
z%Cb;}!7|bSGt$Mj#szp@yp99YFhdl@or!>+@BdQ)K33v1dfxx>CPjX2K8Ar#zXlSA
zgqPb;`#rDqS|kRB2wMd}9bYA{#rC((6WMpv3oZgu&X3lNhaeke*=Zkidl0{>51ip&
zYvqM$`_S_(zt4HYX9-D>9J}Gb=(7t~5SrlH!dfNa6|?flNR*IKhkw_mvlwEVy<?WD
z)U65B9vIcnu-u76_m6B%^n;PXyY$N=1py$WSE$9#wVro$r6I_Hg(8$Uih=AA9xpGj
z)C<B;kfyseW%2Jp^q8<Q?K~QHV&}f|2(#N;lf&*u_#9CVnGo9XUc2z(PQJW`-$AFw
zijaVOD>gKZm4L~*w2b`xOSV&Ad#ZuScUG2`ejFi1P25;`E#ufDK2tFedmC1!2E=kN
zLTghw6NFhp_Ynw3er?onzy(yF5U(v`A~SdWyiRgGU<~xjySKHo^T@#ZT!YZ~UvqgK
z6IbZr!Ue#%okwGLAdBN%z14Ys=YCC_t4%$KZ}dHh3q%l$t5?gH`aeN>aVzE=csm1M
zl78+hl0iIokldUJ!hbFN)8d}(;l1a5_siZ3l~mN!DSxCLy7wsbCm^oN(+qLXb(X2s
zTKmdR;McQb>GYaYv^;3lU@_0pW-&P8Wb5BUW(5PHfa^7!cBYLx(J`PJZJzaSsp88Y
z2CB#^_@k>_KPKC3y?u)Zfu^(4F-o-dT!N;)Z+wG+Wd=7m|JgHIZx?HWugB7|g@ue`
zEaGZMV{8WF4T*Y!FUvM*x#EvD^WeLJZomDYomB)D{>O`=>NC+B7iWr3u47vVq&G^%
zm)0t)B25RF4c5D7k!dUm%nBTN7~RzuY0!b72-d|u>CGPc<BjJL`+c7<P@uJ1|K;bP
z@^e;Y>m_Zk$A}xNL+s>*_%#WnMi?5t&)<h}QcdCAe!#x3X?G>0XK2$~<mHuh%(EW|
zS$kU6N1~a+hOO>zkNj2xaO%l(yNE9+EDFZPkKG^V-d0!GN};@E7l}P_0hgZbta`#E
zi=<FP$@_t6GBMG;OyO**?oMj*2k(rm0s5B6&)MSxeF@7eO|vSTJp1IPC<hPT0bVT6
z#?o@(12`hE9r}U-6}a7G*w{HU9opYjD;d=UUxFFSh=8WeluxeQ!<Wk{D)|{kTXy)#
zIBwnoVKjm<=^lI7H91yxtRPJsL5;35m{YVGVDbC!+N93X;|)8tJ9i#jz3Q)%dtqZ>
zlOsxe?}39*PyQ3vWzy&Cdqh){WBBvoTM#?ZuVAUTsCCEQrJ72kmOsb{IVuMGAyweS
ziR(F{r>rVh(68g;Bg7A`cP%i^`q5~cp+OaJ(7N+v_WNWP{M_O+67FZ=x`V~3>6RfT
zuw{s$%UgF$8qCuMsNxL<Dw!<C#)=lg2)Uk?;w8OgrLj*ifE?H-3%9R)R|t6~h$TNE
zi_@!YwyM*%Z1JSvi4Av%!cTrxaOAAKgLFjwe6p4giO=4>E5GPz-<62)pC-irCVF0Y
zoO_m!{cw-FXCEC>qCZwbQ~Bnl+qWtlOxE0MwN41CXmg>GRRJ^wK3-nGE3++S?|}bY
znZ;YlL+ibDg0V*<3>@!S6n-^Bh#IYF0}&USMxYq^?A5L+*GbK*Q1NRy4>~uEs3+2Y
z(I%9yJpE=Ed9N_m``w=yl=m&WrM^x7$=prI`?KB=2)<qw;$pY~6OHn96AXuay-3DM
z<Cv#U%a^;F@P|$+>>F>R*^dgmYE`M64k`2gTKavsI<HaZ^I(*m^id@if!mxfxH`JM
z#1JCqY=uF{pUjXx^3H73$&qR7aY*?<dZR5GS%Bw8<_qXVc?1B=TtU32#Pytx5{i7u
z*o<2Y>&#;Wg!QVF7Q=hiL)-E=Y4`5=LDNyphV(zJWfexiClR0X?-_jeW%ZhEUUWV~
z^5AN-ySSIF#$6Ht2mL<kP4TZKl`F+u9gJ^5owTlJkqBh^9*f1ZY#K+j^wyovXWi@(
z{*X13l#b5t#r9StBpj3TbnN%c8Q6)^>|)D|s76@kbA!f0&Ng=@#I=pa^O^6c2E(Zm
zpw9PCi}f$x>b0wz0%YoV0hgN$<}ZKTQh#*y@fQ|d85nNYu>o6hKoiyO-A46h_<~CI
zx|1+ay+H~m5VZ3ufS=yCY{>it<nW%&*8osuyy|vd?c0%I^sv05viLEFo$6>K!|*$H
zYu7VYCG90Kanzd6xha9cOw<jv(I(24jyFr4QC_i+S#F3mip4$$LRoODJ9m_?Z;fB^
z=!{pY@@wHzbwfAu?Ir?$5w&&JU})I5YL@!F_uAZ)@N9D6SHbD^l%`TocHrZz&a9Te
zw1QFchtIO{l8PPoa8pSjreK~ACMrVYtod<YPcFBL^a_mV_@#>Uf8@E#7My~rSRmJu
zvJyTAQN*zm?}U(XpWcDf!Ve0d-<1`N;kmkq_O!sii3r5=_qk5!nKJ4i|AYqrz1u=!
zWYC(FzMHwHJNbhpJwyQBKuy9WA0dZFw)L@P0Q6)DeMmos*)E%k0OOh;b<Fn#0KxI!
zVgUVav>J2k#vr~N4{1+ok_R2lgBvwp+GPp!vo(u}BicqQ`7riq`7P);>fSX(ZD7CY
z;LpFyan){kmts31;Z!B)S?aZi1LAmyfk3K#2-Eowq?f-{0=mS;urpn`;qb;8=r?D!
zq^w}b8EOCRbV2@L>>5Ib9Xwh@&}LeC^_@9|j(9*gbxuxB5J6vlRwN$!&}f8Ti=ye?
zZdecqAhq2x7*8vsTuwEc9dLFcj-h)j%k-r;s-o#}+{2it{b^WQF<%dCZ@*{$*Y|kk
zW|A4pt<5&T6cI91ld(Ra>GaEc%D!K4#%~>8?BZ?}A_8ya*ps+5D{H4BYrLM;NKN7F
zi6xD={xR;cDf5`exxDe31>c@>>E-ei;&P*Qux2f^G8xIlmIxXo<<zvn!Su11F@$mg
zBu99kiFt4eUg}vOdU*G?#QxTkpZ_veC)`iRjlV`<dYyfC=7@(i)bjlq1>>Oi8j?f;
zFS}5NLQ(FDjZS7=ejl>%2pzr*es<BkK4X6Hr9ZD@?0pU-d$8%OyQV4tM?{?p<{g-}
zH22~(zPZjhWI^L{Ff|}sta#*)V`m>5e^#EJcNJk27+Y}EYln%pb?YMhlQZ{JOlPu5
zNjwkjL{Z+2NKrw2sl4*4k&)5R@Ni0C$X9w-+BYNE#4+JMiIT`no-2tbH+pK$`}nMU
zKXL#N!C9=P8RG)~4(zXWp@yDzZMqB2lrP2G(!6Go8jyBYs)_5w@81R<oUjc0=vegE
zT^Bx-{3e32z)72U7!yT6gNytry9ul!vE}BThjLR*XgqS+*#q68)0U*Kl)!mRXiD~q
z6h#W_-hXG@#A)_hdxzt+@oe@$Nm5>*XHZUkS4U--#kb0U{!OX6RIg2s*V#!P3xDP3
z4?;&mj@AggTv{%Og~xoWoeM>-2VGRQIySX|u4|6OphspW@Mv_U@dHb@9k}&%%!!Jq
z9j$UJk4wr|;*qlN8t~1)SY1@9GuGqHo_@4$;VL5;k}I5R<hHt1u{<W+u(~<b=i=Ub
zw?b~i>CH?^tAmj_<Br;WJ3_AoPY(v>uW5wd*03qlx|BPBI~%RL{UdIMl{Mkoc1B+t
z=IvKiw=t{QBpUOD-_<#rVky~NansZ5e(l2x<`*KHPEp)txjY<3Vki>vP9`Jjb3^v}
z1@3ose>6yurC2%G_wL<$GlD^$8Dm;$fyZBV8?5W%iM1BA;uRTUGng{17sIKo4we;|
zmPolpx{*Z$Mn(8B`yEx5^hPtq3gp6~x-;E!%x{(&n?w-D!y{w63s&=kGOJ2XzUP*V
zo-`d>?oyhrTXa1fl>`xLWM&Ly#8uy-QL!Alq{1B5UJM*2ZBAL=jJQMDx&LUe!yjwW
zPQN8Y7z>;+6+AyWS%;N>J6jyM<5PWQU3O-SWZlu8Sov<n+9KchS&`hTCS8j-_flcg
zl3AB*Tg$6ylEPt>IFrp!3C$c>+Dh(q%W8t=CjlvIt{@rwseSHs$*&qga~BM{60>~b
zSlN4G?L*x*e9w+|s+sXQxbw<s@zzGB3F4Jc@kzyCn<<7yN-`=E_TiE^RRf6!SWcp2
zO`Nd0iGfq&>$b@|W_rUMT2pIV!h6bk{dtG@dd#L@<S1V7x`n9txE(6}gYK$BS($<C
zK!5*biiX*&xf3-u!hS|~wW6+zH6|B7GbJccxKy4dXL>xPoY2=NsQ1!kemc8J%L%_!
zP^nZ@-+TB>^h)uS_bxh()S0tRf%W&>-HG8$_$V0#YSY~@?3i=hI`VRLt4AgpUED74
zpyc12QRZM4#J>&P%dTVe?eEm&x(w~f4y#+G+c$3e^2-ZOHX7>XsMhs&wC-4ldw;dl
zoOeEeUsNG+qu*I(;=yYYcCOU0(uQ|5raCZlxXH`9ts^9_FK<!+O<-dD3n?e`MQ|#2
zvp+}~uGdzUso>1gnf}p%r%Aq!nfmrsamVYC=(Nr?A6gk2o#)-I_SwemP@9fYu7XpO
zRsdxy<W!X~)pJL?PYf|Y%OmlW9-Q(V&bd!#T&6x{idET8#YKfWMx|~H+64+y@pmaA
zGmRTR;_B7^2>X3`TFFeJuu#?4V&tv+CEW1ye3QWG2GVKa--}|{7y~A)DzIxC3@8rU
zD&@J=flcB5l}5cc0x2eYxlTx8HJy1-@3YGMNIrp+jbcf6)v%YZxviR>UmUH`uWw|Q
z*U9OBTaasOd5Z5#lb6tNedLfizD@vL1!s@G?p#5}+3<*1xh6+6jxCf2*XONY@>+Fq
z^&@47rbMM(FE!Ro8})e@m>sG%dS27qx-EQGw}STzDXF(<>#<QDpH-}B=v$p;57&s7
zq>$&XIA$MYVLf%Nu{Q)gUD4=6{Y{I~Tb|RoF=eOWYVDyGe@9VE@rN1j_YWn%*%pkR
z1)BLe39Y>DZ7ABaq@eDTc-QZomo1=YltlRU@twN459m*AX_>RuSaG0FRq`iEH`m5M
zpN9G!tyA%*Nlluyw!>|~9{9_<+cjS<6|31(Pv-;-wS5|`6f?`j&7p(*VNmxWDLKIP
z#Ef^6QX?AA9(jm9KZMKWT^!}5mM%Cgt`(3<>l0cW>aw1GObOd3(jaS)_pSXhHe3x&
zT#JMc32Uii4T9`Ox2#*jtjls<wQUoF3NZ-3@g!MkTf+Xy&Ly4cgyvIAJ=C!E_IAzl
zQi)QOhkT~i6+gN+l0s2E`y$B~g6iUuREsT6Gd!$|<TIECpt^b_ItWN(nhNIT=!+sE
zXY`aC9$Q-a9e=j#jNZ=85vJY23GNU4t1q*;k$Z^eL`<DVZl<I<(ptZUOPJ<VHyIK!
zMR-O0MoQpxfW+zr()HPTt<3mMHDdUxFpq6E-~k%zF$fnfOkXl-f=C^TsgSU?Zg1Dq
z=Xu4;@<u1aNa-lr;@0WL2(!5EaTNu0-iq72B*qDER?a08$@I$>cy||-8)Md*#Af}i
zW1K?QFQYWB5<Qn)J9*+V`aS#IT_-VPGv%Bsdw;VqzmoWO=M-M|K|#v%5*A4nCqkI8
zXuEXwqwL{w2#nU-A--buT5D|u3mKxBt;2og#UFXu%nWY?PziAl1<#ubOc+y#*&=3(
z>%B>8mCTtjI{B-$f)Z!I*&jpQyn0C^GL2^d6)vGLGLX`yF}Bu~YmcX1X2gZLPQ&Xt
ztv{OFPQkvOq;$06r|gH`XN1dcwx?(7Tn}Jl;paDhSK{)hy=gDlOqmSZRw<u1sf63P
zHJxfflQS{Zjq0`1K8>;PrWCLarg8XX$=6vLls4s$DV$GoWH`}do%Q7W9!8&Z7D=x}
zJc!F1vj)sYeL|1B$8gL^Qpx*u*H9g;Jc$C#Qo&YiB0u{Gwo@=>sjhgrPJ!Utu#-n`
zAL<W2jEW8PQrb;3HMNua{_aU$iq$eRaF<w(^vm!e6{|(=k?BIm_o+M>{_8W<Au!OJ
zG=<ak=-P&h^fC?lBI}h{a$(i3UA>lL_?&5u8c{P}76t=zEaGJbr3T7)_DMO|wWPEq
zKVgV^Bk;t_{E@Y_wMyyl30~sUt@cLLAmv-7{#+8%h4F;FVrw$v7fzg5*)h0LW8U30
z)y0F1t5k34WVc#&gW8jdTgkf?XYR7JaDyV99Da1(<Oq78L~4Wl<4fL>KGXYqkin@k
zDzDaKZ9fNK^KvvS!*<6`&%SYwHQD^}m-q}rN;X4#Qmd@C)a0kg+P%)xv*lbR4fyf}
zjQ%g-njqS;>T-+4EPYR|O9+gic9|PdQ+Q74UB9Ng5L;%r6kFtPG*F??k|KXwa=Mj7
znBraxnv8uIOMMwnnBr4@KNf>6<Yt?==JeECWp$`Gs@#iRQD}9Z$$VyGx>eRquO7d!
zoLmR9Y=)MZJUQ&WXkP(<x=|V$m4E-^n__BrC1GWhJJNwy#<81clrUAd>Yz^^Wedqc
zd6O`vw)-ZYm_Nfm{IvXf?$f)ln-N?4N?&~FIBr0e%ba9+_~(Jzrwj)?cnDYa%fvez
z6)`0faF5Im#p>|wJf(+{H_$w*D;yT3)1jNu)}~Aeb92Wjc3f|2?^*rceN0`ZVuVZ-
z16G9J8v(Gb=_kiigy*R#Ae@G$u?>?~`4x)}-xGd3V_<$JC4HEb6mGs{ffFvoxjJg=
z+LH$cCuU=V9e9B_d!wj+s>3#8<go{>*W+d)DWe|(eD65PkuhG|c9ji|)!9l*kdK(}
z(R&qtInn(ZlJ0qLD2qk+YZPzHi)0inea7B#Gh3ky#P^5%L5?O<rMQ$z0q0BzY`csy
z=WkQJ#ou<1QA8E}$|t@9EpEnN$+bw`+EY|pG@MCYRmkYY9MQ0RpKjPd`;WfabBXzH
z9kyI17zH*}OfGhwj~C?8+j;mQGmyW}J<QBj%X>6ei|p2aF2x0(+_ejhlIy-lq+Fd_
zQs}?JSk=anp*&d)TjH|!Mky*`Q!yZtW!zZUFYrs7kZhSunVkJCs)VA1U|585(<==#
zv#&yt7l^DAbyH34`cvhqe6{Q4ENt<aO_(?3PZ*-#Wn)1T;NE7JUB~@z1Vr~w&%q{0
zE}AyAe~r(qh@q(6lbFozGRme<J;uYcFg+uK=C{Vfwe<+h(P>F?T5i1m_y_M9+D6c<
zAH!0gD7DYr5SA<--_h#PHox=RUI-~)n>BjKd5*ljRYDkzP9uZ4RD&>1epZS$CPUV$
zbUl?iRf2*2@eg3{c_WZWO1^Hq?zHl%*Uh|uXdEOcs-obPLv<gmSMcSBT9pse!=Nv$
zw^Yx6I7V^76E#$*Pi^o*D=dF8E{4&LnCbDtgeJ26Vu`Yu0vf%!E+-Aom{Pkhf#1nJ
z=U8_=PK~S8J|&C7!e$;@WL?L49eq|qR4NM>>Z0iKPsy?3JN`vn08hL=+W`LCTkv<@
zve{{?>BD>fX3zipm=eItA|GuXS8uz*#efRV;&rp)WYu#}XfbXJZO<g}=v~gOVLlcu
zsDW!PHl&2k7jpy{b8l0<nz4=H^6#`=jAg1Zlgao!M>-E@XFml}wm0qc4V>3mo*SBD
z7MmJY-WC#x1)m;oY2J-)KfyFII--v~B4)jxzLo}Av-Fs_?O#lGb?#2yfg0;^?6uWB
zuUmX^{DN8Sj|a~XBgkaPsG*zkdAH(T`2(TB{>dz%{3fjtp{v^b3o8Pn1+$Vj31fFY
z8?L-+rz?5zTRR2|K4w=w>7x8vZS(9QS~jL1pZVrv;qdmsEoeo)q{I4AfMA@Ly*q_Z
zff)P|+}JJ@tx$0$N!gGq{dCywIDRLt#3B?5JL)mpchVCxnFM}MJ!+?~@^mnp2!9Ko
zD~`2@$Nt{kU56srLgp-GPd{f$j%et0h>?G`As80LHolN`JLpM{E)Uj7gYx0gV{Ilf
z!73cla+HUrS?|IP!Pu`U{92XYx(BUF7GJ+D|6JVZmOBTmiC_nb=zF8tf*_*NT&6qQ
zQlrwWCYW@$GJScG7%>WI?hDg?-<Ra*5P==2nna@}hh3}b$BP{5*q6RXuw9Nei^GkJ
ze}sG%YhJmId#P0EW!+-jtdOi#@86dGSg+e|ap~fk=w)AiRfY?n|4=hZWp>xEwY|Kb
zmR4UqRBwH)p!1fO`WSlimB-11$z;)sV*3Na!$s&XxS0o{&YGi_qcdg7_$js~@isj<
zh}`$C^zayth<UP0&4>#qOFkIrd`xV}bo87oU%vtYY0(vvf}jS^xLlQD;Q0T%!l)GV
zX!Y301KX;PQfD9pZHskxOA)?eW-l}Qs7@rvqpdB|p{`!}cwtu);}@qG8#Kzh`)ga<
zkt@&l`QOd#sQ&T&S%|<3wl{1d*-8g2c`YM@gjY+MtoW)}#<cRU?Ay+<VBO_c#}b~%
zN4mLK!DUz`Nw*XeYL0KSkM)o&%NoYO)2+gUQ6|RlsxYl}0P1ax-6xo=1D@^c75F|;
zn%{_ab3JsQ{cFX6?x{b~m;T`>FSLC!HFz04>wM93ZJJEqhL%{FX6haFrgNMZqd86Z
zYFJRmTwZWWO3aivJ>Xc0>kAP$ZJS$x6Bs{4OPTt!N9~yfyIa9o@3^xfG4j5bJo21x
zd3DU)_5#UK4)R+Zjv`{-#Egt2=DC*~KsrDSTa-*KXi^kgr;&r2=u$n${u6MnVfyk+
zk?fJB4ciB6q;WaF(}I=V=A#9TJxh0m<u&j9^QtS1r%MCoQv9s^tlfvl=#G>Fl`b_r
z6(%4G?^*TeC$nuRv!0%Qoc$WLNac*)_1llk&4cKH$VuDb?G4ls4hC0;i}L$_KaCnY
zzsh<hvhpf#n}X$IE{Ti!&WWdgnqYm$A6b8PPbj85uZl>mI2q?=<>J0F6-};`wZAd7
zI%4@oz>n>u#y=IQjlmcts~|!5`QRgBCWwcS*E?6JCFwR$=+Oouau979`KsDa3s%!`
zMASmH<@68h%N9@G*Y3%=Ef{??LnyZLby}}#&(yKrdWjuFX9T6Zg;%4S702tu45+p&
ziQ}2))|C#EZq8p1;^N}d={Ti_fK#{6iKL7EN}gIYE%5c^?StVaJ(dbYV>$8Tcn4|&
z6w{2RDoB65BWlnXYqKaFsSq<NdpV8$j^!8m22rudEJxR9okf$ha<IUbFw4v#!aPD2
z^?SB7ATX|mO2`Q<4U&|yJ~kkPNJR_3@X7Wyng<o!`)jLl_goJJ1E-O?xPsmiganLe
z4U2#-TL@2(Qt4sWORm-RHv*zMQnIg@wG}Eil}V}KS1ttc4NG%E=38+_t61I<orrp>
z_UR8riCyil&F_enWjBAa&hTsMlh|i=tt9^Y%tDFs8&a?IMICysJhbOE|Kan|eOhLn
zmJ*}KincMZ84;?9RbDC;yc?tCLSK8O9n=jZ%s=$$<zgGr(XVz8M<&7J!pEI}^YHWX
zzKjGdYxAU_s=EUc$C0Nrm>icib7A=LT=#f>mu1TK1{OB;S_z<A_4f?mm3lFx-;U$f
z?<M{KZ)ryemrRZM(Y+6GBfvWqaqmpHhc(k{F^0R#YeOUUU|UedX@ThVG;j}FFE-s5
zJ1I(tWbI=ckluXzOLXCv-uWCKHgR*KmD14;M_;0gJdIjT2Ve39k=JMrKF(mY7zJ<=
zau?$s^V((Ssk{h!i1zcg2`3s?Xw!2mDjbK%ggq*y2%8%2xR*=%Sa;9Kj_l0Y10;<3
z<mzay$Yt<s2~T(KHG_}~J~W2I;i$<<KW~HloX2h*%^e-ocYdG5{jy){9>YD`-+z2#
zAuTOLfI$@Cq;2vZHv=NW3uG!ROd5qEr>kk{IS#Ix$!h8+W8>O0WFWx&@z&kQub~xU
z78$p=%Odh3cWIJe;=~5>azci(^|7+!$k^Za0u>I|lL@zj7Fv$RcB_+9S*6dAI;W_*
z_89*!ag}gnNfU2YMn<9%+N{3t_GDglhjYPdoi-V}ftG6FFE|0R+rqDHez&2T6e=0W
zpO#CO?(*m&Gd4hK_4DGS@9-dXWsYpk9S;tx*}6+%Z&-*`<Waihekmp5C6?A#O9C6L
z_%6~zntGhBJp)SB!&=HPt=N#dZd-Lw>a^Z&=1{h<#Q`#(3AI?zZDR^wZ&Wv4cczLZ
z{k?ADc1Vd<0Qpi{d?;|16+Oh?ravK_B0UpqEt`&0G~kJBVvNmgChyA$=@+wDPN2W<
z^!N3s9>c_ZpKht{+CNeomWr?7OUEX#q>kzj4`MgvEO`?PS2}F`7SWs8w<EXVsxKSc
zLsyQ$NX!bCQ;pU?Eb}ksklCfC5|ZnDF_U6HC986IUF6Pw=w+hbxib84XD16|SOdla
zzcP;vn@7F|Li?O)96M8!biw)Y3+V~&+X}{+h0FRP`ZT9vV6ltChQplRRobZMEz3SP
z2fmi(@zeLqEKaqno6@&g!6UmG|3cG2`BLE`APHIDwgy6YZ&)rjU&=FUr@?Z3eG3Fj
zWMnsAUNNNPMZ+sZsqS1&Pn2HyWW1yCH`Ia(naAIsRsYe=(mm&rRpl+-*oP_l@&~_d
zd;3`Lw>`Ueu>CHTz89Onj7|>>v{rbQywHJBn~4GWDa7qYW*tr_K!~irH<=%^aha?}
zPDOrHjOfT+8ys;FdRX&!rzMGB3_Gmzxj`dKE_!jGn-ub)>oPG+$}~|@twH@{pP}AX
z7?Kdahokc_q)?EO7LVgr@>V(<27?)JV7yRcMN>)7Yrn8wMZZ#f-p=y=WV<wf3;)d0
zF4T=~FAluX+V>!p(|S8S<iWJXe8l;DvZ~wriBr|_F6yq@SyW=L&2}2D{@S3<@6A3s
zLy{T%&vvdhS%7+~89%QJXL}xfRIw*|Tj^p#MTHFBX}n^tHlH-;)hLyJ!akKyZcEW|
z>Tu59?1-pW?Vi~=wiWXQXB|AblSo_q^1M@ay*D3Ovu(Rmpi1FBRKh&0ciwnslgZ9D
zljkj(7k+0&dG}+QpY#wVMmNqWi*GdCjJO<@avifiORdM*F+7qAY;w{~#P4gtdS5-v
zc>KV9)d4$?N$n9zy{BKpkDa8O(~tT(!yOPlg2#1}-!0)iKW$QyP%gIgw6vU_n^Vzc
zQm<Ub0fQx*+~nmVieHQ^BQtCc=-U!T_f1~Jm6;cJO_va~H&3HYoGnX@J5onKS#DWG
z+VhXkc3!2mV_(L4_0a-^)<2=itE`oBQBiD6nGE1dK!#l|FqpOS3zu#08ku0SVnnHy
zMMb{=_Dg1nz%%_fM>(SPg$k5zSdLJpg1hQRQ?@r#FaAxB2cK;}(pIFq4VU82KPsNi
zlN0jr;$E8q*me0s`JXLzbm1SY%(u^d56SWOs&_lC)6;GA&706^)zZ2AbxDo`D#_WM
zF0Zl&bT(5ox*p(=tl;NmM*8-V!RRvqSJmkC5%8#{SXxJ?`;^JccCgp+5P?Yi`nXwB
z2U&seuA0wit>a{ffY0t)W)Ae(8@SNmF1yCNiUy*`aq{hdoH!P*#`2t>>xyj-0(Q}!
zsa<*G)6TL~Ur;yr!^xcoB9Ci@MMcE56+d#LftRQ#x7dl%Wzdt@jTz_Oyd3j@i2f5<
zTY*S|HBdo6&P`;RGf6D<Ey*z-JotjU_{xdVU8whUkfU%sfKb|_?)a|R154}U<Ki>L
z9&cb}ygcH#(2@(AISXr%Y<#jO<@Yo1mOJ3z?4^BvCoSY|ZnhHQF}$N9^d(P@ADX!8
zrn`)lGHjUGo42T$ainsw#(AX6IM01$qFe!ThpC0Mr0hdkn_B`azgaNMa&j=`bgt%l
zc^z7l=#;a3C1$DGNn^biup2+nsJdOKvD|*wX6jtpYMe3{g;NH9TY$JF+IF?@nb6Tj
znbhXF6gJiQ8{X#-2PBr2pvv7Ip?Et0yiWvfU*yL^AA(~cYZRXweoA7;H?_=jnAp%-
zj2ipS{nYp_*me&^NU2Z9K*U5#B|>5?DkCV0I~++dZqlC7UDvu&kDo%|qKeIiC`jT@
zikRp`;BIwztp)-D2YALrOULoP3z@ByxY{^D%37E-4E*_dg^4|w99jPCp>lV<TwSpE
zw16Z<M#wq1LK+pk9gLoxT0?8;_U6>6fnqtiz6%Adl$pj5YlzkqCEynAVkY%JoQK2i
z-i)}k!(n^7$*vB^?ad}Q)8}<2OU6qPcKz;TrM-0l2MifcCEWY{QljU!onI#J)imgy
z7r2Onipq3~e_eZc#qyr^4t8V|G9+pb{)Q3-;@H!p0>5?E+jL(xVw4fY<~G08wd{IO
z6w2eKhvP9X?(i~4E7({lJhFhG#@(Y&;*5bo4o>mKKYjPj_DlpZ;yYF?&BYkGlJAL~
z*10e9dX&)`i{&WQS;RDs{~kE~djS7ouIOArEw_vZMJa`0Y;gc3VEj2(U4y4P^FD**
zbDd>jL8n)?C3NYM&k0#yy=wI3<d!=9dWXk87w3H@hiU0&cCW;FT4}G1#PN`Y(>U&7
z?df84$`aDQfL+|K0^qdlA(A<ZCKe^NpBQ*`J=-R>t;oUEvgI_~OXKd(l=QX3QHhj@
zM&GvLafqEfuD^FNOGcYH=w%vfCP!tPZ+&}P)br=hAwS5iEfK}xsuvio1GEh!&H?rB
zy`3^DLHO79o#?wDJbuAWv8di(gHni~L&rXEtXi_~mtA&mF;*RgxU`ucTWW*O#N3HD
zTcq5}#4PdvkxrSeHt#dr6FPOW8O^k_cUE_p!MQ>|ud9VPO`a-8LP}*&kmsX;PP<;;
z_c8lXHQAa=d?YhH)f-zMU$mGX%FDC)-U9e!;~(Jvym#wVxO(j2x_FG9t!&*8m0(5)
zJjzw4l{M3DzcxJEMC7Z}s=hPZnXUD+UZUy;PxdbH_&Y3?e_Soys0E8k_eJ!_`m|D-
zDaJLf%OG8_tTIM69g`EbG20FSiAnTc&__`ItB@@tuQN7ov_<GlS!Huxq(|5K@WQr~
zn??1tU2$e{Q3Y}aZjN5mxAjy*kF7Pe<se`Tg-e^`1^0y#tr0KF_R`{^mI0#3fK;N^
z$S#!Y84}mTWe=+A6;nDg71xo%uWsVyw3@$KHx7sViB18@eXf%%SRLnP5$nL)#(Nxx
zTDV93%~k=OQ~eEKwU2mRVtDs1Y$H~UTi?x6&mVLJg=$OGeS$6dWGu{JL0JUQ4P%kv
zAwO>CQ)jZXePmM5K{s!-ny_V}RLfGQ@R;7EQBzm`Dr%OWb&$R6Chmx+gKBR5ew2ej
zj!c^mZ7T73WBwIWscyR+^?+qy$^=Q}DO5NnT54aXSC8|LkE1@FZ{8A;8R6)p$;Nj%
z*X~c;!JDTvFMiV*k46?|0Wl*erEu8pSJQ8=jGb>2{g}V?o*wo<$U^=~G?)l0@tT`d
zFdSSSac+%cay9luC9Liq-s@oMCDImcw!L~c4EGo_=wC>EITz$r9_(<mO$d1-H>}Se
zU|dX=v&(J^BI%=9k-<XrjeCFYv;$7<Qc-my4~q4iAlNYUM{G$T-^Cys-Cy7CjW-_)
zev)U>@cdO%ne$D_oYi5uLBDv(!a)d!Wk~F+vD1mEaT-$ham_1#^+Ei$7yM&D7#|4|
zQH+H=jJ|4?OZk}rq-5*%t&E7IE98WA&$;?ef1_imW5P(z?;67?k4_h~zvV>p9%9~2
zoVK$0C+qxjRMO#omUh|k=lhP{d%e=#(__@Vqo~T?zMuW}?Eq$|1dX9#0|p`cWW)_K
zrridFS(6)u`ob>$NZz8enT=tWD8!kV8<00uoFF~5#$Wqp*W<T%$)F>)slq%3m)vS@
zRM0@rARpGUo{8>@TQ65NNObXA+?K+3`j#l^ts(J`4-i|@uQ9KEoz^|h-vpZoUL2)H
z*G9?~h)akn@#Buly+1+OhQfZ~GCQjRRpf}^?)uTLZG|PjJ>CJe+y%?Bsd5)->atQE
zDRd6PEzbEcd(^4grx(gEd0TG&m@uEDFCsLZ=Xk+y7Kx$`JT{u%Tlj|j<^t}s<Ew#z
z)uvbVi&dW@$lr-9#5v-O`s)?Ij2`Y6ae(jaPL(U6?LG*YfAi9G!O~yAQMUy<lm<5r
zKH~TJ$Ii+d<8qpXSugK2T!Fj|FmsdNLw)d>_Yy4do|g)LJtJ!IarDb1AWCa3ILCE#
z;KZ#*IBn-5g0kfAqU5vlU%>FZ1h>>%N4fVmp+iB;5XC$7uJfs#(`tg?#7*yP^Asv@
zg3R+)Mo!W*(gYPH!Pq+vw-WE`CYCg>x*pO%kBNT=@bTy6(E~Q#Xq+#1@ll|)o~L!p
z!iHFN=hx4C8q6qFbJ*M&sLoH#OGB}4h|CzkZ^{Kj^o6Z@P3Gp`XhFCqDROKaMt8-l
zWn{coZklLeIT+ndS#(;!h_x}%-drX<Gf%O0HST(UguL@87_4`Y7dZWqIsJP)e;esI
zWSjjTx-WakH>IFWFtoBO8QThdeuGMSAlM4}B|pDGZjK$CabqRe&JL8JiE^}|H}{t7
z^WV}UKl7oFpj3qs0Ytp{U+s?D>%l$mY+{kjxsur2W5-|%=O`<yt6zawO#udBx1^|=
z!fvP@EMak>@UMmEADfE)I+mL+S1GfeRi<gyM8mK{vj#8;;Ja^J&H2`O`9Xf)^yGM+
z{Ns6_FD#6a(>E(ofR@oOZ~S!dGhC3pKrt459LFw-Bdiq6_|}<lkr>0ap(-+BWSYQ!
zYLz@SV)XgqSd^PagyR6E2tn3?*ZedIfBk_({jra4LGlNa&)C>KgpqjupKFmfjP1~5
zM-icPk-biq$}U&VBTG$OH*Bj(tWbqF39-{=9#XR>2UQ|+a2(_SrFtnl+wx|_KQ}@C
z^U`Is$1$+Si{h+Jtan?hcK%)+HrHP?+pTn$?r;~lK{c*P=iR>v!ukTy0{I;xA}cD8
z68(EkkY3OBW@jDf*~^Y5d*SDzi*0CSZh7aBPk3(_Md;ytdEyQjDlOiGzxUqlve=Fl
za$o*wX8yU0chw$F$v>a(;X1(AYOct(*}&b$9xp!U{fJAVFoKT`0*!Ht_E^|t=>Q&a
zA^i#+8@a6S&dW(I;)-;jKlRq#g42x#icHt$wSo?FE+HxzIT}H93+znU{qwO<GRG0S
zes0KzRmadAc{%@HZ6(m9e%#ZkDP#w+5Q`<c2+#WF0s<HIp6+_a<ZzuQfLRg>K6b(%
zK}XYrSy`}ERmhfY1u68qy)-j3^B0?z5#m~#q__}uH(GZMuFrOzBm^AQudbzkg!W>(
z2oihQG9<AV{`o|}6Fy2NG9o$iKbLn<T%m!k$daJM>IOFb^v1%s0yx2IRiotBJATlT
z{B>@spbk;FlT|FoJ}2Kas+CGOeu9nNHHBr&vIh=(8Lf!P6Cq-Bq6p6G*mntrq)&`~
zI)+c_PoNZnI~wco$GQ@_WygXbbcc$LA2RDswp?xQ*5cnZ$xZwysrwskp?k~bHO~gz
z+8dB(^qdIyC|!ufe6gIv3Rdtuc@Ig!n~JoY<L|}?yb_clPjAa6pRqLGyp}uPq?+69
z>9#5iMlpXHmqhL|jetxXV}dxNwm0@o9!@cCGi8i{H-W{`YtH>jYF6jK3$FYt?n6WC
zMhjyP?!G_pW^P2xnh8+q<hrwUQCRlDr;J{lkk!Hos<SVlVe*Wg+U>H{exJE$sd(R9
zk42B05iMyI)b7{Ra>^DLp!A5WyDA;_`$K#w%c;7=w1RK^0xh6bRzl3gz|#-}ou^S|
zw9j@%!iVHz{&9u1k89VA9B=<(pk9bTiXRl%42vo%S=6b$lAfN^8NeI+wNLVUSE>~D
z`}5_L$~DSO2K?P^?lre0KIA=Z^r_?j_<9ehCbw;E81<k>v7uX#t|Fo$Aktf4i;930
zQ9x>xY>HF^NJ~O++vuoBk*<I=0qH%lKq3MOAiX3?q?Z^7p(K!hy{KoOd&m9$cML0#
zWUV#VEYE!Aob5X;x9ei#nnEUBGHk^Y+i~(6OC^VpoX3<u=s|s6o&6{OJg{p@X4!k$
zA{XQ4)rM;e+07FgtZ=(42}EjRAk;|XcjPmBwHkXSM%`CDY)r<o*+6<;P}PoW$@j@D
zOMGo+5!oq)50_6xf}-0`-?Lk%4(`?Q^Wlt>q&GF>x5vTlb%ihAb2klm{BnJLMid}N
zxu1Kda%>cfz2p7HuJ#0II|0(#zvZqw31o2*W1lNa&o!R7^!gD2a!%z#)-T(!*W=>k
z_VCo@032j~_2V^0ocqQB$!mI}ak*lD)X&v9b%735JZ6s{?H1ZU0|7OgcO`UdZ;5ww
ziuVgaRSNSCAW+M}u!LLC8nausF5Ia0LZC6@_MK%u#+<)MEeeiJPqK}suaPvtVT|e*
zM>OU}#e$^7&kfhTa0Xtg5pt(FV>H(){h8k>^&*ExSaFgs_KkJ<(XNu>Xco&K&iv2W
zNOPC+@6%8^AddAN*Q7PP2xwa6((OC@C&dr)tR+CH=ew#LSx`Pv8aVUkP&43(dqfE<
zpP7REy*%Hl#jBp+e)`;~2y|+D;frm<{)H6vWj?R*0Uz|Qx7c$p6STFwucmT)hG^v(
z>c=S?RcUc@xu(MB0(I?v#7olJ%DrMFFx-y@iC-qp1g-Xf2{wV7QpmI3Rx3CxESQS=
zYqxO!bFdKmJDnwnme!I>O*8kZ$U69ARU`g>AAV^ru&YM?!?)}js@&{{{f0PD4AOs>
z*d8ahlgE%%f-MSbofwwj%dioafXy3&4qy^spe?`~f$|CkRS&@RdShR&@M!nbIQ_dT
z*;_caC=_ZKL;e7|7487VbN7(bM9P7Q^u>AbBN6>IrLxYLnE(c7v6c3@)ih#r`@3`J
zO4*jBL&dfPGGKh5Cm~28*EDGSg_A<i<I<mMkSSTs9WPB%yLElGZc)G>@mU{~mD#Ix
zvwmfjyRMy%#YrV^uQ?_1OV&b*Hx}c(qnAS_7Xp7Q!><4+?_`Sv9i>s+FilnfVExK>
z>Aex!0o2n|&%lplM#@$n=9h1*ICsKWI1YpuI{`E^V)VZ>M_V$|BT8HwoMGqz$h||(
zuU0qbOK2X!Db3A+gYZt>7|^3hO4MsWyvQUq<n^vGrjV&l`I#!J354eJm<hS}dW5x(
z4-4wluh9$=&CPrlJNnU!{KyX5s@TF3Er{Uw>&d(73+{VA*LaA4cW@0)I{~sOpj_)V
zl>I6f*$}86UUO|23pG%nx$6^?6hN2_`7sNFZiUy+ST7Xpw=K8?lA_h)I%R6(Z9zv8
zN^TsIPOE_r-&wcKDlI(<EusQMyaC*0O5kjG;%FHi+b@qj{RVtZu68m{ZShSCExFKy
z;f)AS51x+i_ojlJ7bO3a(zw+TDiNEpApsfzUhB&FV`=5@M8}CV6;mkO`1!bPCKX+{
zmB(-xMk#XM$~%(YhQ@YDZPAsE6ex+30efJ2CQv<w{f?rrES<{?N2!4;ezUOX5+PDP
z2eLfJ0KP6W(^pMsuWpM3B?f9>ilbnL4()6Uql2im#FSx-`Fe%#!`#VOp_3)j{nXcc
zn}9dlpOxFREZ3+C!>-)|ha#=DTr#F`d#Ll59Bm_O<F(R*ysT3(<C;JLABR50Pi6f3
za)%0cQz+u_7eV@H8YfE<_(p7cz47pBJuf3h(%+;`i6?Bw2FIhVcKY67C0AYaD9t;(
zBvtX~Pf<E!>!EOLgAptE?AIFjp!KTz&c{N^77>$vz>1`<{%AML^axW5f>1xUZXDhR
zW1>0qfSAa3qGy7i!8+w}%#bu}DWk7hG8T6jHH)+88tZOYno(J^GzJ@-c?`GFUO$?u
zNR9Usl0r@8#4Ci%JpIRE(A`tFk;o1ExOebqm8j~mW5-N59VxVOI44Nd@0~yJmNFj{
zZp#!evc)TSHB5b5!NW<B7^;?n94BLWpc)*aZboHKLVgXRr4X13v8P}E&9t4Hn?o*Z
z^U<c=#iMS0+)l`sKpCZ?NcBMOCLc|t+lsrSgOR0}?sRAltCYQo{R<>R0XdyJP8crK
zInAjL1FbZECY#poJv5b#2FPzywx_<dy<yAX5a2rfdO~d~&NZrdHF$>DaX-d-xVgK!
zhUL46@>5qRbXtS_Qks15_DnkJHi%Jya@JbwH)3oca+`)TQbF$m5C8%{jEDIt!8Rr;
z(cu7a5-%Uyww4CKp|(cWOHky&i<~^F+4M$;NSN&W_ze2!EEcO~p+JYIy(|}Htr!yx
zY*d_F{yan!P=p2Cu)FiEgys&%z`+5$v2w6JgdnU?L14s_Ie}ZpFE@3|ivp+#peKEo
zPAeb(2aU=56V9f1)7~gj1frw&qzzV6y{<&{d)(2|!d{)NoLG5Kur1R;Yo%jRflXZ2
zztALYs(q5QTDJc#c<HrRP`}?a-81v+8ceGGU$?lP<9KjV)8R(<0l3D@c;FDfCNb6}
z157X|p2!vrnfwk```c8TnAD{vSA1=eDqS?O-OL^HbPyZg)<_LzX`k@a)R;0iWHtRQ
zRoY7Gz4+@KcqTn4G<iZDh*C1NeI9p*%zt^@B=p5A0=mY)vRogV=9#2J1{gl9CGW+-
zKSq?CvL$j;1OD<TT@CwbAsmi+$GRPG<YV6cKko6{B&FL|vM(9WD9JTCI#bjaqT9X5
z%2vdr+0|=VuMcTSoAnRRYzV7T&*|VcDzgwnQSV~9lct_JsAPRD%~$xMsZACIXjM7j
zJ(Vu90w&Ve=hYaJR?U=a1bv`ZBgoV~>JTyG#sN)wLs0Al&@Ny1#NVLFIElNXyPrvL
zzmt*Er@X_v1+3l0j3P?l*;PptC%e)hjWyrOL?2RE7_TW#RFmEvWPe=QKR6qHs;pPh
zKRB@}22sW?o0y*5<Z%7oEhY|<qwgquB;6s<BbU`};u0X<-zz?J#WhCW6r-Q0UPgSK
z(QuNh6||-}q%l}N1R$J*296sTtCB(U#&WG1xc!Zz(pKrB_jfe%7n#pDJ{q8n(EiP|
z$nX4etg)d&`@loO_>58X#xf=94bBJ9wRoDdFPY3SwHkdaV+pS>nY0h3&m^H~Gtv8P
zGfi#&PtW4V3^#jhSK=o@wX3ckrRwK0CQ!SdPvl5Vtt<>wH*H~ii};poxaN8XeA;`e
zUCQdnZGGF9ICF`<a=->|;)Sc9BWVGo8{|jqI&0Y<QS7FJMx&EitT&$^AnC&Jk43!I
zU(qG~HZPT7ZU(lts5UIKIf+q3O%OYsB4(LFPlCu^iKF4XMx#IUr18iY(Qg&2-|K`l
z`-}%)c;;vUR>S6V#9D{j)1Wr`wMD_7`9lsfaJ0+{&c4Z+2cU4+NB_a@1Q`#NdRh2k
z&+!^`?3PLF#zw5*XoL(MjA<PLsdt<dWRvX)&wXPN#f*96zt#$3LI=`g+WQiPuBXsJ
zt3zh@?TnS%EicPz!C92)dHF`SF4s^1`<X{KA7D?k<p8dt$$Hap&B`-s6DoFCJH&q^
zAK4Yo_S*H9cda;s%8XT8=Tjx91Aia3n18?iU;POOR8D(T1^maGS<+$KHjmHB)90Qg
z!lO4eI}}#_#ecyF?nB*1ZnE7sT>OS-AdK^}e2nzPo*R7Y;+3QhPOz+3+3$_WLzUpF
z<Tl|rngpdJn<1fo3tvO4=5qudoq(uxs6eQPh)M+^n!9{Q6uS^hOR$v)FUK>%?7AF@
zm~AX-Rck+`j@XHb(=C#bzFgID;~qeNm{QFjoO!!gQQi8P<2e8qo3Gs0oE9J(rnhh4
zsB^oT3ZR)-_6VD2y^jAQ5Y!cZ-2(=LM#!i68qHR<Cj9aOi-p(*yh#bdZ*5FXxU(-A
zPh;)Hc8Jy3UrALfAT9=ZgA13Z+`Dr5vuw5Y0mxl$g%v-$Rk^wq$#>g3*3~s|oiE?8
zk-xr6^>04%@9;EF431|mGq^C{8;Kal{4^3t<N}J-9nho>oLXu+V*{`zPO4#F2Au}f
zz{;6;r^3<Ch2mj&trfJWZ+AL_HXsd1a1UwMJ~xuz(kM;c{ZrbfdbDG7M?ddOmsP47
z=COsya6QT%fUp5U=prg7r_9$L0IJ<Xia(Unw_cR67WEz1+7D3lh&YpBd9Rv{qKnwo
z8^z3s7f&I6mTfI@S7qpY?W$F5Q;!bjEG~HCDNvoZ*F7lRNva`7yZNst10{70<qY@7
z-}%CU*dWg$V<HsEb?U{n)6XNg^>$Zean&UaWv2<zLvKc*LP@h^^WK$nY(@4P##JK$
zS+8)<Y9af|#hk>pux^1bs@n50fF?%#@oj{i<Igf4$)RMX1?knK)PY^zeB4^&Oy#5F
zr<9Q$xHunHuD?e8m&KTy1J~UyqdAg0nsO4?kD74XUaAva9(90n5*kt;|J5dRW9-{%
z<Y<KYGI6j{goenSmH2{Nsk$)zsbR;tMTbkvYFn31H=>=hFPRQ85A%dhi>Uj!R=ly3
zY^vJYCF63@?R&Rz>=ek{n_c^V#bOSca40!`PvC`TEy3@Ts>u)DKYF{$PLMQ~6Z)M~
zI>96viD*FKiIlkh2$Vno4WDxUO8K@c<wHJVeGIjFe7bR}+G#MB+Yn9fLeUm;B`kY<
z`$kc0$mvY9KP~tH@>hZkt!Xk96qo2&n;)OcEEK#v=H*)qJQW&;j+Qr%x1d2{!>wlS
zZ|TG)6HPBlQE-_z$s{_>!Sab`F>QEd&#z5<@`ewOv1-#=#ssm;^_;G0rZwh!W;C8?
z`a+hAgmc_N5^=K=564^P$+I98-LdR3+%JHyo9nFkM!*xlixCJfxb!)NTjzaC(#t!v
zqX8d<3{-e`VcU<v?#bIJ>3r3^Jb5usB_B6^j(11Q6kR%DZ)j{7ooZuw#B;pA4e@XY
z2Lc7Ng95S+LcZg}5|AhoMYW}hQ+<7Q3k|Ds!$0q>+wZd_ZDeVPmvO&!<By57_2Pa&
z3d(Lhbz1Ys^(S*PFu!3KBcIzKCmzIX?nf*afndt^^b!TOvGNRJMaWn~-pkH%f_~-t
zk~f)%^B#O{g!10rpKz|KAIX=FR`;JHB(j-=J^cf!!SyY_L#j+LRfsL^n4wJ|3eYZn
zpOu$VV{IeOf-x5FfxVi08ZzxZk}jS2lUi8m33BVm9%XDedmej&g8J@-Y~E)Ywuz}&
zR?nOI#Y&o$Y-ZsBUY-t$|1a3u+5)m}Hn@jIFLFT%jRi*W=z&Q=NEOec1PDEST8BSA
z+7oq6hn1kVoEji)Zz-L#{rbPlLPtT@3C~p2hNnVs_uCrQbS!A5YiyACJn`*dS6j_W
z5-2$6BbZ`+3^R6$)1#MJ--04XKZ5##PIX8@!Q9curx=^&=tO{9p>wEb0C@?xLX6UD
zdndhaYmZ;@`Xw8ogKuvk-0fIjbcn-7rqc|&T<rK0wTWj#h|Wlm;kT4TDJ8zO3B^rx
z5*;F-@CE>n;6jP+=VA!oEVQw1vrGW{X~`{zT!e0wAz(D>p4-0LH44gHI(4U}KWgtq
z-SC7(8wm1rXMq3Y{Lsfn?F(@=X-la-2`S}`<$7Xs3Pnj_sw>pNhb$pLIF;*g5VTkU
z6)~iGl<YedW#?eVpVzMd??-LD{4s%7aHFn|Y|%>h)M!+>6eF6v32T0bXunejGLQ3Z
ztoqD0d=W@Vw^Dpp1&9VA7d;e_*9VABl>Xm0LYErQY|0hQMgM45`0Gb#1HxQ0&A!VH
z6gcwV7eVw^V-pqqUUmoZOlsQL4vkt>YYR(bn9|6(C2X{OYDi#P?QD}8^Q%~agV9>N
zP}+uH1=w_5P(2G#AiG7kR5VI+y|?n5_Sle&M37Q<0P?d1WMrH7^x>6(-aH+W4z#ZQ
zhf`fLl$C^Z!1zr8R4dzvw$-wUGXZjw-j*c}5);^^J`jl_+8Wog6#PEDi^u@Edr(of
z&Q8>Ab@tn-DVrltMGp|igyD1u!x|3iJBVCv<f8!>#L90T_k-dErH@djo&)oonJ%{c
z9&@^kU^Ts#p$vOg1#)7CHJD44<v<N<u8+KwjH>FsIq10fS4^vik^GC&sU*jVftpg~
z<YYrOsSVhhG_P^e-m+isS!*r&OMWtg6RO|Dpu__~a_xN!FEJ;hA<u}%bFC#(McZV~
zkM(+DN?JamJH~}LJF{^>p{DdpzvJTfWO;Ut9c@b<4&>Uv0A`NV{5pWg(gWxMiQKO%
z7tRNi(GA*&z`kMQgtcY6T4kzTj-hbO1z@SPJ-;BpT#CN6r6PmGjzVWR(j4*^yAy=W
zQ-o}W6pA}m9Lx0Xe35bSOfI2(M2djBHWVkfbyC8F%^Xfz&pN1CSp=s-4!ArNB_?SF
z*`=}=)lC2mK2Wef?=@Q@Pz48@DOU5H9-_UgzG7G>8r(T}SA_N;4l8Qq5MmBuDC4@+
zf@JQeNF=Drk5<gZX#=7q2yo(m!=sFQ9j55-6@|3v0SSY;s4^%4NLrzb&=w>_A<Ev*
zM>l~cR|E4>qXWF_&os5gSGKeV2v$tv@?kimR<N<=oO8%bwF2!G!m;Ds>j?6`=ky9w
zxJWtH?>yj&6SYCUA@$CJMd>nyMtdH|iv74RMRc=7m$yScm6czsz&^)Tm~Oe9(J1E(
zpT>po<OS%YvCX2y6tyTz#Slzu1$qZlC6A5P&{zgF&(ddhpz?H7k4)_f-MHO38n56&
zT36scZAP|rUK{<a4tXFOE%$=o`i~H5CPz1UG7!dbd?EVr^*%t+A1wr>fxkTInVIdm
zV3JhxbM30lG&@gbtcX$`y(ok0`>hKQ&yoKX)&DJ^RjC9do+`7Yil3iWEiB~1nYe}Q
zUB!d&<<50b<HGt3t|A74u!(80L@0bZctVLtiX#%@6EmLsS%dBDkY71)wxGpO+w9Ld
z2D_dslpEscWruF@9&Oa07uTtu?^c^?!tnN=PYawZArlR9ImapfO(X?(Lg`kInNOfm
z-XRE)wd0oKrR)tY+Eegqudhs{r9e5H(6!Q#br9vB9QvEr2p~dLm;XV84lpa}ltV7q
zZ*z^oF;JdDLT5Epjs9UMtEi~aip;A!1{_f^7lxxJ8Za8qC=s+7-9crW*>QTZz`(Be
z28obMy#BcWii+=P9JM$wS^6uiU-{T*N_;*-B>ofD=e=5*v86o|3Lq>TDx?vuQV(xt
z!;c@hv*xldIu<=Utv2~?&T+KqszKtlLy>|dQJ_o{z{=n)GGpD{rcqSQ)fEuitn6z%
z^-oNH`4fF(h1`#skVUj2C4<-PKwmm1^bZiXwSfuoC77{B2oNjDI2f94z0%#a@@)(o
z0YL`RV%+f+vZ=%`p@Y_8IYX$*Hp(>lcPVe3=l@oI?;p?Z2SC>k5JVRM%_vV;g*R%$
z?hf8#6bH;F`>7w#`(GekIDxRS-r59WpAU41ZX9X|>g`PH9+ZJ$Pi6ff^`-wML|X?3
z2Wf1p5eX~o@`HjjU&y@y?dM0im{q~eEA;8+(DyBF#t@JTybLgMabI%{GNsuCw%QBT
zc5FuWfJXd=w9UyHk5l%-IXQsoK_5Xcwwe`=(Bo#H9*!LwUCZFgew+3&icS`Q=%p1-
zpJ(N}6Gz}C5=>PQ)vD$<-s^Hu&O(8$FMR<RtP9hZqhF*$tl~>QS;Z%*{~OKIPM2q|
z%TBD%%q_E?>I)L*>%A=)L14Lo_ACwi$1!(R-O<c|eA%+ziwSL$NVq>%9WwyTlH<Ej
z0*M&guCXkm7(BfB8Nd;2K8>^qe6k=NMJ!hEn|${y)?m)hKO0iawy$S5W@-M^yR86R
z6x-mI2T*VM^e$0C@%8z~&*nej*?DjO)P?;|c)H&F+x!oH-V0|li6JrG2M+SL@|!pw
zh~-_narwz!g3rI2x9++zDVDAG?|ZtT6;E|94=wK_5e5dPG|S1)*|=gmP4c2UHOQGo
zJg2!h&_BHg9&xxs`jzZ*O<Pdw?QNOo<nbIEJOAc1#^V|Bm})WBqZLXuRRUm)XQ#^Q
z7%=_Jp6o}a(aZ()5t7qqkCF=6`o>fh9-fm{Zl9jZ5vMGCQNsx%4korT0ET(~eL$+v
zaf6dW+t`uNR7$)O#W$YOwI7>v&Z^@g&TNPoq0T$x6D?c0C%OG&?3rkJ%vd#qk;F`0
zqo%vc*8Xi&4!AU8f-^==usa_pj8aoO{(T%;ZGYB|qb0TCvE~wZN}z{#J#8wfg3Gc<
z1AN9%?5T;nb#1;5v@HJ0%F4UyU~FuH;!TxCKmTUW+Hu)R*&z^kyn^G4@sgLLQxg`W
z`=%0|t%eiaDdt1JPbn|DueUf>rld}~nA7>#NIXu=awtg7>Yc}UtsRZBLgL0e_DbW2
zXDmHVTCH4e0^N-2qFR;pPkHh@r?)(89hF}6j&Mo07LvxgQg7TDnChfZEYUZ&Hjw#U
zl?Psyr%gb7o<wqfjV$2vRBhqWtu@zs{e5?maY?c*(zZCr$kW|oDMNSX@z+^dl3q0o
z1^@+yK=M9>(fQ>>^8j4q*i@Nef{@MC)A#-`>wmOIgvRDB_SMkuNilS&Y+Vm^pT%sW
zS0?T0K^|8&R>qK17jrF@nGNaZAJOaFk*S>bm`#obkL%U}?>>^Cxb2%F;dLX3@<ezb
zrtfc`+oo!PItWg6^U+0UaJy`26$h6iahO4)X{yj4DKby0x{yO&+Q&)jpRXz`y(x4g
za8W4h#jPERX+r-Jv=6r3EunG}=1=$&LI9=gEw9GoygS)q_bxpbg4xRa?Fx060>rX9
zkSzs``>6bV4$GH8qqi7^02UI$i?dr#+sbae&DVa4C((JiDNeqbSza7-(6nC@#-0Kc
z6Y1RUu-hZ&P52(B_g*{VRu0HK<tuHudx2J54^UW4&2lfh)D=57-Q$k<@pVHPz5^1C
z_4fsCKZGTgT$z*C&jfi{c$6<aNiM!tbZ1y!+<wsATTPxh?(MxBeDCHnX+MQ64#!if
z&K9e!XLb>_g1wyF4+*I{u6$Larx1zE@{*YTj;mcYhVEOAjK*8_5}d3kLU`^+JplS1
z93Aqd3hF)bNbs``Uj+9?e98Zv$IB&%&D8PluEKH4?%o2xNJtsxzI&FW!%et>bG)01
z?g}aW`uYB=#zxtxGElMLXp;TNc+S7r?&05x1wsW|3}z-L!z41W*M|KTKd8}%h{VaO
z`PoJVH;SJOnGfc*-FkclOmsl0d9Ae4ko`vwo=%rmb{u>?6t5Lh8R!8=PmMuiIV_;E
z&CKPX=-6O@BV>&})raTVgn7DMC(N7*`fwYdp%&c&{9xXtd{e1D-8#fxQgOQAYxF?=
z(=Q7#GTpziBHg>_86q~EoQAw(JPuq+%K?OnNWVNzo85?fPxgw9l&jY^(Y}rM@*U?Z
zmhImD4u8g`LMudz{`v-!xv=te2P<4gUR!pJdE2z^O@Sd^slF8@s!5J-WsBZ(ekKg7
z{923tR+0bhnv5Ih18A82=*p>lcyQ0K7iRI{m)DQ3<mVN||GV^|K(+teqnhby_NXAf
zLG{Fy{&TS90X+ohc7NR7(s*oF#wWqcSLat9Jv&?hIYAt*#a3m^OZrFhO=LXtQ|CRz
zclyxHl&EsD#xa=RXH!H;_z<Dv<rw#3`z-N9A0oa9fod%>Z3crst(G9=KUr*9QVnfg
zS*uCbXfaBF`0X+7s0&K{UU_p&Ynpr_Q5>sqVz$QVJ#4_cO3vRdO4a{&rsw!ftzcK_
z<iH{1I~c9t9DJ?QxBg#!&Ju|QMMbiXx~ScUJ5))l1PNN?H7ftyoaa`LEy0rnJWO2B
z-UkI>?oc&f)w5PfzqtSl_e$AbSs;5*aE^*fn!$vvQc`X}E9F@_)`&K#20Ss^EYG0b
zy$bL`Jb9I~X9w-RRn&gpl_9%icgnK}B<w2kToT_ztS)-TuqAFBAc`w0$R%M7cZ=RM
z`gHtVf@N=KC%;bPWEJRmD-rJ9rgehgp{X?WEcimGr_c7ilOk~L^i{?~d51$fYwyEB
zp)RZc_)<S5g!qN=bRWL<1R(SAn4y3!rhqJJUJWxs)2Aw4M9ub0XjLxcQqJ^whi$C0
zzr!VoDMhG-ad+?8-@<j7GR&<#`WmzFqkv@Heq`WaELGDBH<!QCgqII%#Rhn1OB}q(
zXI5+lw->b9;1sX4dvp1Bh^fKG+q6``cn08nT3Ah?_5p@md$HLkk5V3+Er2M)Ot9f?
z+4WX7t;x{!sF;`-DB+JKHYW~?-`~Cz8Jn(hinP(iZ;)t__%Dl&&k0)9r*UU#1!~ME
zJCO`i9nKp3Rgv%Ct}{cxD;2As)6gj94A>(_cTk@DsapWPY*{~&^J$Y|<r?gen`M!0
zz75g**{Uw1<os6;5ZvGufUuK?=G%LJsTiJimv3KMX_b{Cj)^;go;3V(M?(<%Fn&F(
zhGP}bY+NlDwQZRSW%`6aD3aeqNs#MLr3WtLsC`>$q<uCrm059kf5~!gleZOW3Ai&h
zx*Clq<mx#wU{;v^=#%>aQMKi<?w|32ma@%%E1dScf9cM^p#Xw+2wS&JYhv=Ss#jpw
z*mdKVp|;<u8)=Fe8pmPi!DcYRSF;IFsS8xR55&%`Es11#Q^z@DG9Z>NgcRt>c;Ul^
zmW{$dy|LDi(OW(EqGg;&(t@}@XaS$ri5Rz~?Q`dSgZ0#YEmL={ef`@Wg}J!LR(DAt
zRdEpr{-U^*TeqccQ$+5D430s?Mrh94fT1$g_kn-zc@3r9%i}75t)FVC`7t`=`1KtQ
zISv}ljEWB(2PB!E)9-pACGkWUrrgy!@m*W)H7Fw)2X)lvfhD~FbVLJD`>JcYTT$nk
z2mR*{)^qQHF)kajrRe5qwbkr($M^9&E}~GjjC;oa(Xn#JRMN<Olz{~KPp@w9$aNPA
zI-u3T>GzdVaYM~gg6V^PsEck*6%F@ZKOD?UXR)f1?#_2Y!f&zQd#2IDKl{>^8GpHJ
zV8ga?Zyczn<L>rM0GK(`@1X-trn|QVWP!5u_6{m|afYB#&ZrA+-7_WOej#(u9W?51
z+B&1gSFdRAA!1gZ3OXjHRZqkGzgNh?Rg1V?vzPHoniH#}lGVX;6Qt!6^ESNyq0IlN
z(@zgn*v<qYEMa%ybi<TBIU4NnUG?I>?21c2`fF=;#iom3Yv#YLv^|G6^^sxc9_<nP
zgTIHbmDlyUyMwKS4!2pGF;hs7U8icvIj8&jMTsh?O_jM7cP*<62q&snFRO2jJ_7U!
zaQx={<*aO-e|Wq^rtNx2Ne~GGS)tWztM=&bC#URV7Au{q1l?w?pWI)ae5<xSvnUJr
zFH^@tr>*P#^}y5-3?mXw5jl9mLnzKP<BuV4omW=9=^RF@BPG^kI=(V=dbOv79@$!4
zqexmOXF2Ao`t8dIb+h@gSdVD&omv@o*=t<)JYxL^5gTbAAO;#MYC(0BJUq$0-xcK}
zgLD`+l0{>yIa5jOIRKiyAVT-49KV{YHfmo_Xwt4S_*tw7e&R^%!HvbwH-3yA1S!uG
zjMCdWvGQD^rej;L9%wXljI33E4u>WwBfEf&s+Pd{c8%$NOaY%1L5YO{M&k9GExv`L
zoK;og{e9XJphI?m=wiAy@G4>9J&LPQMhMEPv~(3rw>+6s3at(!o)v#(qx+Booh<=H
zeMfHb2@H$z^Gm0`4fqh>eMxZye`00#QZD<1{T4GZvYhpy#R;nDvd-J%G1|_Kc4xWI
z539YaR(nD%b1FovB^Jkw_zQ_y*)2Ss{F19Z^~`mPbOV;Y(l1>Mhyo0|*-~~d2s58T
z7fJ%Q`it17^rAD%oWbex>v94Fii7e5krSfN{^1=m|K1@U1beh+;LWXV9+Jl(Jx}6p
zJRaSlvubM>u%5*jo1#bjd4EmXUO=~`cB$&30zFq%A0L7ljry`LOg`i81;DicJKOQ@
zxZU|}keednh1Qb8eP<n3%7des6$VIFVuS1MKLXn65>e3dCeU+v03hx(NYsmbp}p9j
z1ooHK6=~x6>D^La@0-~7_ZzQ5X_`FTPE9YNecEM8{v$!xyK=rSeU<^t>U-<|6s3kb
z{GjU8DL9kV&P|;QegnKG*gE4r?WKMKL3#u8Cwdy;9j;2(lml!ixADr#8CoK~PIY6s
zfQ_Ix5}MTEC{xgVecT`sdOO{Nt_|I1k92{|#=uxW6PSp1;IU`}qAd+$w_5^s67X2I
zzjf;=WaN}^RH_DoFWUu8-R>-bX8@0zcaK<|HG2Ho<EB2`MtxEc39Ri}0w}|7QW;X3
zhsQv+ZF*=YeMqyIvue-iDW`z)0(H;+w~$%*FEUH;d;4XbgNQ0|;jF6RV^ih@&V6b6
z&8t-I&9;r+jL~Xr;91-c3Gc{X$I+vOR}x#4tC5<o#~L(nG2T&;@+)_kbb5Icctf7+
zvHNXZk3hmSPR2_CUXGY_Mg{y#%|a#!+KuYYWd3QloU1<ykPvtD(rf@xMA|FGPrah%
z<K7qhfm?oO_(vj<_Ezu2aeI>%;UcKtNoMIRZf0_2P>-w+o{GvI>I@f9wgkXjvt$3D
z7n8hHb#4ixy+kz5PspMVY>}G#peBt1LP0!c-Ua!2$8vN4&NC4N_>(|Z(HbQD*Ktr9
z6WNk$98vxnueix?;c+!T@9~mUWM6-@xNZ%%(kxGp-g&Spii}}(^iy^;-8<L7S#W2J
zmDnH5?|xS^`s|D2J09+8E-V$(%g=auEkqb)Jgo9)@5q@cAH#)eypE7B9_jIux@J6^
zxs5<Hu09iWfA3*{{*7oce{}U@s=={Aq6|H{(IY`rMTL-hegz-E`8CRap*mk`Z1>}1
z+$a%5d8Y8iMKv}bJ>sgZ=TiW8N!bET$64F-Me9^q!-$lX=>d8SxOu;XD=yA)$KC1w
zBP>3!jn{Om(^@MvJ&c|jfVh&e#sU<mInZ6B?yy>>H+sELzgZ9$Xu+A>Aq`q)8Gz{m
zmHm#9_kMm<rBWJ|O-NdA*XeNzo6`|T!(!0OUjMxejQ0lBk(3x~QWupx1GEMVIc_`p
zLP~}<TLM40V-}A=f6rFc2R5-QXUq4c50UajUO~!%07|7=j3!V)YCr{b!1r!$OXEkG
zt7iHd8XBXIL?mJ(LEY{4J=1~`+MedA>p6g!&*!RJf~%9mtu0X@BWvgL?eWj+y3=P6
z<cAQ|_WHzloq8D)&bt(lEXsT=?jWp5udw)aC|+$UdbF`bcqAB6NeqMfROChyGXgtj
zB!3<W50CNu#^a30BK;i4ztS25auNt0ib^49N;o5h%9S+XR<{D3v^VVjzBhQC^Lr|)
zQ1h4*K(-QY)ca%5Ov$)WzH5|pKLhC1DvlhjGTZV0ch~O@%|(vlaY)ZAtFhGt+r0~s
zKGRee*xk$Mm5NB(yKVkqrHIFXe&m2%ouMHoUmpCam0Y*vV*lbM1$>iLnA4$v?j`ns
z*D1H1xjb|6*D6At{V5zg5o?06>T)_hs;xgOPDc;PG14T44-3LWP;Dz%?^v-a2_ROw
ze74nIdUoqWJ4Rh}@S6T3PS@L#STSHG#L-`3#kY9s+U1V*eP_afD<2NnwP1qWoFHGZ
z)=2=eLnmSeS^5bQN3UURx~_)#;TjYc8zlZq>bAFcq&KHeLBW$yLVLz%S~SEJp!m#O
zV?4dK{8J@m@`|Fr#xT<8)We`?8TjjKKoeYO*toQ^vCeVh|FxXV7usvzBcBeUb)zUg
zk=aHDSGXY<$LR@*Fj;=xrEQ&*;n?5tCxf1$(KfLZ>QL!1FkSN%;Of0Y0?i75Rvw~3
zhm0I*1$w>9=~nrfiT{r~55M)VV9*pfJ)Enxyv!Id6%&3e!FrV4dao>6NKuJ`nr&K{
zU-pW!;G$(Oc~=IZIc@i!$+^ev5m6xkPj>wosAkV3kkps=G1xk=Ke(KU<fNLuwwm$k
zj4*{E;9;D(+{7T_6mYA+i5SzVSKMIMn-UWwRZT0>L8EU4%8y5~2aA5|htR<_mg$DD
zB5b`kyETt5OW%{<mpfBavkb79e6oDlI%`1g1ok^mhWslhFcsjKiTe5|$g^xg&a$xw
z=z-w8r%Xjt{j7~Aa6m7vE_%gSIoONjrqyAutnNdd<H=E<z;DnO4^Js8An7lV?cQk6
zZ-^&vPsuaA=r>S2!SbZ~ab}-c0Qa^X$=zl&+K)Iv;9Xp=RLt~Qrc@uNtdSNSJ8AG}
zdI+5mIKS#=r$&E%IcNI`d*SP|PxMYST_ti(f<WgSFs^>~5Bn(?vSMkU1L9|W%@nky
z;=!)B-`G~esz#gviDxx5+vx8LXM%%+IAqfe@yHBo{zAC52sdzYRc-d`&hTDl$44@;
zxIW6H;&&{^;|4`JS#T=ru*_sZB&0z(OnqtMk}6EV1--Bk2&y>3<6v)16UqDaWB@;P
z3#bN=0pow*F(K=Nv=REC^3*foUI@5rZ1nsBE4%fPu+px~4a->P%tIkp(%Nb@0mLf@
ziVuWdQgj}A$>{iKgcz~O0K<)V+*%81X4~MLt{#P3xg{5Y#j?YGL@+uP<sx5{ZyeSa
zt3`2UBVq~Q#>l)A$m<7~5v@W|E<7wIkh){M8Rji4GJ#>QZ}qqx$Tmqn2pac00+Ta%
zW9@?u4RlbDw(mNjy0H`vr5%5kK20@pR~j9edF_(N9B2D)f%X8-JFWiJ66oJj5IFwg
zP^ri2^o??7dk*dW#51{5;=zHpXRBuNHp9lv%anPEl)|lEnf(q_UzV3x$fU^V=%Q&j
z;OG(ZT^tVJff<~foV;9jW>OiXs3U-m5aQ?0s=5L(>QnAqjK1AdV1*ckm5(ld2?2c;
z8xBxm^haup?-_)M_>!ho9gZ1i!YT$daMQg=!EziFf(yB9ErLHR76^5B%zoRvSI}LV
zijxoLldn@A92^>5ycTi@RCjwoP7s=2FWm&P!l1_D-ibSFLW#}SOl4#5f<_|{guAhA
zP0Iej_2&D_Aqo^mmA&JqC+&`_3s$4AZ3Rw%omw7VyaF1;0LDC6s%vnHH|z)@T7-Yw
zc4nj^S?$P_&k=<kCWA*eR#Hp}HFFMF$u*$V3~FA50Sll&pq~Z)-R2&F-}3IcWWW!V
z6k7{wdI7(~eA))&^hHsC5ZY;K5)SepBGOpq=*nuzd^lJSkauPT6yR^)Jt=}9?2f+f
zcC%|tDK$r)qex-R(}}+1T$(91L<y!dheedA#)N0U8J%i#AK66bl+}i_Jn=)!ps0K6
zqirq!Y}7O5lA>4yl^wS-r@W7#!(FujlPfepGaB&>_Ux^nIOewGrfQroX7~;bq2SXr
zUP@be3fc%F9G}1qJC9fOJKj7~Gs;w(DAd1%%BWJK@4y<=Wrqc>;~5xsm3{^+#1Gt}
z$vrMtU`L>ePEiaq-5_ymc=B6X0<yhiL$*pnRSUvJvRlJrVqzwT`u;JK?URoMM?^DL
zJ^?48^DNL5v2muus&Z>Br%G=j^ub(?(VFiOnvNrNdqA>F`R=d+ir@~`qbNNj|GDx<
zz7vBaiQOLyTRZRP=hqY|-zd66?5!Rs&Ulb*v@J6{mC?Cvv{HFybaHtG;?bFDV#-a2
zgC@QpSH4k=UkSK+czW`C@^|*~gWtvYu^WpYpBfq))Rq0cwls6FH31_DT9thWxpZxM
zac!e)e5|rmNn<oz-yv+K1ao|<K$z5>?;TrChP`rI9PoCd)#>zhV)ciHMgf&wbLzAW
zWvLIV!WwX?ha@SJgu%>9AV@)=^V)XpPJaINAw*#s$)xT;@Z=gCdk%D11TLS)!qNaX
zN*xRYo;vrruam#@rKC9`SK5~N=rZn+hR=FWMnU0(>M!xq&9Ths13aAKu<&{>;HK}%
z^`^4a7yx#8usnYVzcIHCN)6<~tHr8(Qy1Q2KraU`30iIhE`&r!kcM@n>@T@be-Vfy
z*C?GZ#VJi03L8=TbR>pvw-?Sp*GUM>sggHJheF2E*=B3ylY29fBSFifYMijeXL4B~
zeitsFY&|MR1mlXcy_hpY(h1s{pduVBHNV0oBXFU`$)I~nbV-(^BSOFFQCR;EY_;kM
z`|HSdj+NM)i&740U20L);`v;DZb7|Hzqi|8dScpS)!wVJvTe(NkCPKPJ$1++QP;Hc
zV$(Y>JT7yKc5NPRLuWp}8B}4tJO_>rGxHVo%Cw8OJ5jojBmCR<(lwW}y92spjsnth
z*2~K3>Sk1I`r*WO9c6--rV@-bB{Pa2w-b@aF+n>{<)T~x<w^GY<oA#EN+64x*7~@a
zm_)3TGry9r9FJ~Jy4{L7pk*Xh{lL-B%=EJ9(jZz%(fRftyYcfZIvjh8hxTJ@oo=E1
z7eHdR>kp7p9JTkRN>P?r_M_?S^yrdQcKzWFymxBQ+LqEGIe>}&Y?cswWwQ?Ax5@y2
z>PA}MS!!gwr?Cv{qFz_@HF?r@P&JOGTbG?9ai`i#C#Mb}M;R!hCbh~4lvYaFgPKtA
zT+h}9rJ(=wnbZaVA|uj$K9&~KFF9qNJecJ9h+u_ZnO~u(QYFZ+>eD9a=&R_(`aUAK
zKB<1UH-Fx&3I`}R|MStMuhODp3H5tNPOY&(DEK_#Y~USk5_&ot`c*T=${lrA#7c;$
z_%%J&sqhx9;qEm^{F$ea0)<uo^Tj&O%h}w~=LC{=f_wk$#9TGz%Ahy<Miu(5olmnE
zqliATe}}QK1R(O5Zl;P_fky$-BMlGwPaIE67s>B_{%q*WRIUA>k!Mz+V_&0#l408Z
zt1GKEUbc#JE-#jII_Dp2hXr4oBLCT5k=rf924S;O4D%J>fT(5-&G}4xdae$aTOE|K
zu1^m3;l>qcw^ZKtoN6vV26)Yhv@1}`>*r$zpU2!Wm|c5xRUy!fn{9Oaw&bIIF=Wg_
z$I7hq-tZJJ%xOUQ*vI$`E={ApX%q+-Cnoz!OuM8G@K4429#i%M-G7!U60W?MiT{!?
zLK(>IT~giFw=?uSsQ%UmG(d+GO_2FZq@msW3X07qipK7Ow+_zOKlHD^b`%_PCkrx@
z42@6q_n!V-i;woP7tS#`S&<Px)O&?(?L5-V;#fYFNp0kpunmUi=<HDbl5U<)slgZd
zX@m4t=aLeSvQ?PdL@jzEGI~aKV8)`(U*_?rU7eoB11~EE?p3{**j4$Tm10BCEwaeo
z2@rV*aWX(BEH&4zy~vJiF~_CpN(LTZD}MsJuyDA1u4CmL8&FM7fFL|vwy67E*K9|>
z+m5vH<nl$kmsNJ4yPf7Kg9jg2mS5k#wGHjP*2*(vH{tVeP=K$l=(RcB+gaxxz_~kC
z2IJ&1dn#-Kg*zH{&AG%^IhDh=#+PBi#$UHm-gf2T%kzu;mcJ#ZL(RbkrvY8Fp(sO8
z)vmr<d|1Z>hNRX^O6N8SNvIzQ37FGky#FE>^@7?U2SL!;t&)FM?z(WOY8TIv@uUne
z0N!rmjwvSOxrNF_{|UU^x^MI;rQ&{M=~_h3Gw%)a`D-j>scxm)<6(h<M$6^e8@8pv
ztuGX*zBwJ7TEci8yp|A;%GjkXv8&yB-WUJO-FS7@C5H|^`k}6qZ0k}?{vi2<`E)+B
z*0Ke6?X!dZ)bhpRlJ>e~U>>+NDxcHMr`J}e^S`s-JY!S8fKK0;;@N`j!%TTLdc5yE
zM#es?d&#%Q%#b>})@olbI(1R8byt2-uksncw6eaIK8NY0_F_pm)lEl#p~u42u9i%-
z0~upiWgxgJ>#eYi)k-s}<DyGUQO_D+c*3mOZw_9n`>7qkrnY-+9I9?6nxq4G@cB*7
zUdhdjs2$@=Y!fIiRvw3=-BbP6E;8<CaAealUZB3FGK%?GeZ(u*iZtZ|tCvODDfiB|
zh(0{;##b3%A2NQo<u0bI#J0BYG<Au*6!^T}xfs_xUNSDs!;E2e4Ftu0F>>)<ODr^1
z$F#mE?-$kH`L<m!G^O#9={Ol@|5^D>?;6l{=hj$+V^d80-`0xWf^Myc(DB}Or<I+)
zApP;?GpBP&K5LeWPgHz2%*Sl-9m*vHjGT(;OSZ*)>KJVNVef21ar`jRF#eniD1|B@
zhghOs^vU?PUm76q()O<mB>iDNRdc@bP+|S^MvXq@=@w-9JcgArY3}kGT{+GNZ&xn9
z%6jfdThNZtUWXNCdr<)uTB&RnbQ&i%uUVE|s-4llV1O{nFX~wF`QRGavRk)3wR-s7
zkdH)eca6}+5<T@kRjZM)Zi_i~UmP;0D&A*LinV`|`%9W5#>hT5Ro!ULHm|7b?I8O7
z+q82NvH{V@OMYi>bro&vz4V6tmq(LWEgwNsm~)LtvL`JX<s~Ab>fc25wmwYdkTMWc
zeDXw4h#)}}t=0EX^}o?2RTb4{)^E3^H2>wb$nC_0f^Kz<J}^ST%vQOVZYQ}|_uai!
ztN6Rkn2mHF?J6nxVNBs&e1zDxCvRro_CX6{`H{@^+@UP0Xy8!X&EfOA>~l$X7wy5M
zo=hauFw9eGi$(3$R=1*54R`*!c=<LNwhfax_`R_4`Avf1;OQQb_s#?EN~4%Rc>3yR
zT`DcS-XXGPUB*cEv+CDwNB0CfTn`>Wy-HoLv+nnHNOYI@wD&S86>s*{vwZGUk0nXm
zqIFaH|9X74_gF)Ds(NdFZuQ@nd><x{^Jx?*bywQOlLka$1EdU#3U4$n{XpM7G4N+@
z&n{TIs%hyeU*+=gRF%Gdz$_d&?^b@_qwvsfThqQx8v*1z^MxH|?mm)p6$QGrYj;p6
z0y`wsV0&SA(14uGUp>5W9Ze@<qnpWZzz{KtTnvVsu5b%Vig~y#9ni8lb43+WV>X`-
z71*}d@`+g?Naxqj(XG_o`&t*bXZAQf%1b!-+9nU4bMKAz9-np#Z0Y_1n}a4mQ5C(k
zI`2_#AzW;ErlaJ>S!>xIjkCqo^H%xGl2)#EQj6WeCV9$i>$?_<FzMP1i>%@+&2Dd4
zHR+QrOJ!t1XM9W1p^!_bRf<!IrK-zEK=g4uAE|h((bYMTcK#e&<-QNywDxF4yXbS9
zlQq@VGbb;WP6U^0R~H_&y5oLy;AL@-*>q~NThS%YrTzc<?+xiZQ?o{?nXH#EtlM3X
z4Y23E!`R1acerA&K=xz4#vN(rH{i+mgphAqnbRj|QtGaWs@+EK7JYI#n@9P&$-g}t
zALRC)?yj<Nx3qzKzuBTo2OVzh&G96j;Wh-Y%a+eR$&li=!w(7f2@S_z-w)n<cK7zy
z-T$7MV?S$jD1A~si+e%r35+UKmhOJG{sz|bF~l;u?%bh*QUTiO&N#MUrzpA6ri^+#
zSDf|SO*^J?MF`MslP@|axs*QXb>?%Do!Izem#1gdjQN$9?BSHYWA!nPe^xw9pDAJ;
zPB^W|QECjde1D|R?Qw&1iPf3FO0%Mz?p}55xJL85ulMxa%x@#tab>=N{-Pf-(b<WI
z0P&aGfurV#$5cf^FvziE=>P!PSeeitebwp}%Yw~8=5I7CU{)Anl6*6q%J%_`KZ66x
ziFM8_Wm#p9s#IirG1!k&(orhq-oaC|b$n%Wy9e5L4;2wLK(dd}o$j|~_58bthxg+}
zqWa=&f)VN0-3$}4fML_#_vPzb^XbCzCHYEk+3`28kN0Mm_LGC*jq@(rX)=8{_?&X^
zE8)JzURp}p`ibSFwv49*3UDb*Fv4_d&V8QE4|d+{46|GSfhu#Bosd<+QSQ6B-!(=R
zsAfnu6P_!&G&+zemS>Jv+8~UkY~PqF_Zmf~QO4jCwRVVedbdzMX`k~;Qei!~4RCEX
zpXm8qD~h;FY6BL~M2)IMG|!M$K4q^=#hS!Oph1%sueP@<y~|!<aVGeaIG=g?C>=o4
zOEbW+KjBnx{GCep+ipkqUWD-&Yo<jFWV8P~$^Z!e&lv$NhSABEN*&6IoXXUyV5n}S
z6;JX7Z`;#RT`hPe=e6I?51)4<+C5r(<f%1n@5)FaIS(2VY>fPE)fbsccdCXpjI4Fo
z8WWoElW*VH^cCCqTGBKUufcPc^K)ks%2g^|bP9`|2g!!kg&m8pQYWtD&p5@(_}lL)
zvYNU}4%zLiO<gP+n6?SRpQ=z@5z1eo-H4`_n-f=I+j%md<`CK^5A<7~%&Sbr<-`>F
zksN29pEG?~si^0!$^L6cih!*oYU8{+GrM<|HCyGj<HvZNc-ms$sJi)dja^@Tw{k=g
zoPLy0`Ak@|(dgZ67gu*vwt#Sox*Qw*@@>!g8DQIXXUSF)92c$XE)}l^vx9%_Ige77
zlZ-<+XoT7{DO-KH?vDd!@90tkiM9bT0S$L2!omWX3_;qUj*cjIF%I9H`R6*Vqk8tR
zx3*tyf3V-_Z-yyGQuoRqj!*7}weQt6-jgN_%z|$^os(Qrl)4nzVkeDiw<E?EUn}tG
zJ(J5qyMLdynil3cUZU8qvRIP~Y_sCE($Ep~VxMEQjX^MIQ<dp52(WXFbEao*+zGgn
zj=pWa<ku<kKD&sZTy&)zUY)*u&OiBAR<z)=UC&J&cdzyk<C&$69(VgOjc*Sc5tN3w
zLY0j5*Nj@P=v&|)v<C-Sn{3|c;qPPzA-)idDZrFpS?FDov|;1=%7dud3MOj)CE2b0
ze=WEahw*Z4v24BCEhX*6SBr@ai(nY1sFe=c``4a*^80`VuYyBE-6ZsJn)H&=zWE`-
z(Kv!MXn5od99HB<xJ2v>ckKq4TYCCZ%wbV)^*iW>v3HEp_DO(AC-y-JSzf+*@S%3)
zT|6s0q8BAH@Lf?ZI%vX*UXIgsxB1apk64hF0}%7HoqxY~`3p|Ij3Z@PCkdn^bw6mp
zWkBV6x^o>ij@)o&d_6m4L0IO;6wbivi9z7ujx)0^&s%*T83xV&KIP3nS0SK+>Ww`O
zTkNa`gIVsn0+1Wo&0pVqRex51pT9MsBnCgi`HQn0r0Tb`QhPF#Q99SVB;sbY@Sqop
z?sVNJkzt-1+N$2RwfEdWASAcAr1YdHxw6x@krBvbA?DS4?ZA5%2*m13k%h>S1SkB_
zIQPB4{W}T_38e~nEsZw}Xl^X`{@LYNPFJMMm?xwaBICPv{9{4`*2j7uB7bbq0M!As
zMRVnWq8>!-pkj=+8#!#nDsQeD7oexLY^QN)x5OVi#LmJfJ~t5$2VYx}@?Gte&s)dY
z)hF*7iS6#le=4j|X_R3&Enl@Aw2__4DVGsW1b6>sABdq(_tEwbx$SVb@P)mEk4Oa>
z2P5Weik^BqkW0rMb==Ri*JM~6a2OoY5-j`}at)h|G=+jAEA0nQdiC~bcgC%We8Z`p
zkM6!ydb8J(&+D%C@68VG%fUCu{LHqxnysD(t@74I5G??N20?2-YP719OhM414^~HS
zSx1S&%?=uD&r~s5aXYn~mAhPNU3`c~>DlpZw;pzaemsZ*vems)wi?>it;m;WE6|v7
z@<eiBxhab?#kAYvq1zr`*7wKYzR0<FmYVAs79g&Lt|d4qmAl??5AJM}BfePY1FVAy
z4f(SPmhlc+g{{a__uc}Ry>3ZH#nc5=ym%gP4Szn<#K=}l{R~#sVFgeQlGAa#OwSV@
z<m5Swp_U^TJx!bUO{{D87LV-D($96IHWCRiR4gdZ*1rUB#Sa!=PBr?NRQs;}jVNb3
zvt+sx2GVC5GHrNHg1*B3En7++u8q5cZd79YBYJ<eT7v-J)&9Ikif-|dO7u6khid{U
zl8b6o&rq8d!HTpIX{v)IAkPy2M3e%|gQvS1(6rE)1>Oz;H<=}sie&VyiihW&%0Ie+
z;-u&Q;iYyzHVQ$yr224Rpe*4apzUKtm2N+V0?8DT_A**yzQF})$12yPl@j4mfS}Uv
zlzX+5%;g=50gR6K5vQass95!TOw^wD%%N=OS(w?KG<Tbd_I&YY<*FC(@BRQC5JKw`
zg*2?gZW_4m`L)+V7x<XzKHL7%)N=vOATKzxpO4aGfH&5xk}fhNBs7l$DORwJHE9N2
zinJ-dP4oQxrAUOn7H6`nW^uk5NmAX|-<p6w061-sHwbd9MG%*#X)o;&z&PiEChQgm
z*AA=cDxH6}i??G}E^p}c<nCv(QlF}R@_KkqCR(|*<SU96+pO~hAIrxO#CI&Uq=Qdl
zMm487A20KA36wKSc6-$0zx_Y63e0r8YF1m+W<w!d9->tG4>|dPg3`&AACFm)VPO!;
zeULA)dD}jiV4@uobq4Jg1Ua!EA9)F&K#pRzbf~wKSe%83l-*7MEL%k3962JO5!1KQ
z`-bM&R;70krymVTh2yPqgW^3r(Z`kDY%JCi6iu7(=b>^`!=p`A&7e{Bv9$D|IlEc}
zZ_SpaGrk!!!zB@OSRl?0n_D~{C#)*j73u6%w}+VyyzZwCTJB#wf9*2Q^p|)%PTDzy
z0bJ<NRKOF6O#}QHP2>J^lz_G-;|Z%bXsP)|tidpbu88b(swTF|;|1ISec~zT*(*_u
zI!W<omNQ~L2E>4l&Bt$GXoe-JU&d-~y!CMA&f-=F&GmA<+@Ki=OVZ%egO-aFKTv^}
zX?Nbk_6oR^w)<^awRRYdu^H*_d-9}fSq0`S9h9h&Gz!RpuJ7mFCC2i}wNp20WE<pw
zmuPX`*|$9|D0M(?Sm4(RGGT8FOTweY#1uR}IRoh0NeDDK6!iy_azM5yg=D`3vYKmn
zEn$BCLd&9XxWipIl+ZVb@9*&8?HuPzZue@{lIu=rG-1`)fo27bGKvj=&CPm^_y%AO
z-BS<xyAT5}y|#{oIy=U0J2wFJw4JtvrWDxPSjd9vzA4+HrQaGLuT8$VRz60@hYU8e
zz|}nx5=0vCKo0=g-Q#{tU#9|wU{QMW{fI$gui584F|ytGXZr`wAFbihUHDZ#$g}$I
z(ws>1kNpp-wzRj2@A#{1^9HNls_d`;RgJp}ArcAn<eB!ZkCoO;HtYj^qOLc0>d*7*
zOVol9A!b`ZQ(QCZgC4Mj@vf$I;9C>?g1taH(YsBMNb^)AQ+EHSF<>T4yXr^IVI8jv
z%sCq3`#XHL70F<;pE^(GPNs1kPq18ka+hqjY<zOrl)r{{z!zjGF6UFKJc{Hqv2`-v
z983sXhK@{S^T;qp^2tI_;B)MlvezX5kj!>D7~0}i%ZOvs``XWdGfXT=)A;CWwCA;~
zim5Zc%{RaFi)u7~=x?a#NvaVx$SReCQw7U1a{=<>&sPTgqPi*n;IUL=BBbi1`_Kb4
zpQRl<yC992fAx!-3RIK};+n=O6>w@WpcyZ`++R6c<+GMBs2?WMA!0ayokezN%<cs1
zUy`*7^I+AU|Fb;jK}SN__KFC{_ob_Y<>W+R-IT(NA2!e?fhY7YPjFphwHW6Cgb3<R
zdGquhen6BDeV(#)llTVqI2m--U;W#OkC&7%bfN)B<jIRD(5~x$J{^jE+;xT;ClkP>
zKLtezYCQNqpFLjhz2_sBC6pC@C7?o2NHu{M{O>38USq>rW&c|wVz-0_sPf+Y+W+}|
z>*IqvXxiRX+5fy)uj<s+$rnHheyNKw^l9asuSw=>{-iW_kK)A_6F$+rC#{NDHE7gx
z?Y+|}0D|Pn#N`OKM**MXDKLnwtKcuZ#P2h<9_b{O-9-7ssq5R6?lVWNp9*Vg15f0x
zdItE5H`mUm{i%B~2{y18(EF5r_}2<T2Upkk#5V22Gd4g*W!em!<z?XP0+h8b)pSpq
z%|gG=pk`moUD%>sY3-Iw3!o`tKzZa-z+D9IoOjzPnyf`i01fyz>=vKf0Bh2r@t|Mj
zZQGG*M_~R)g1ZXa`{b!}Cacq1Pg;Ow*s*Q>fmC)&{FKVp-EU<DPTNkR^B14{)L+A`
zW?KL3B|mpP53c^cV%5u~SQ5+y`T1nB5{d$)%v1J7-P?xt6P-K_>Pc_pc@&p6kCUn$
zUJj)#^ziZ&9sl{iIL80S*qgvZy}gg)s;h3Pv{|yH6qPO6vWueZA^T8v#*$@>eY7Z9
zMkQn?*+azG>1G*a8yd#0$Tk=;_GSFed(gf2bHA_u>woU+bw@Mr_gS9voM%7JQ}&ZJ
zTEeEfFUIZ9La_UV#XK+?ob*~zi82V5oxI8^cs4?w8=A-8t>wFZO@$oVk3a%QA#(gj
zA@q~HfPw?7F25q-YfOdK5YRN=eRIn(WI;HQTh@7Cd)43S`IwZs^^PRVc5jm*AfbS=
zN+4eg?G*St4or?dW#=-hw)dpU+U+%{s^$;Q7Z*5o;r2kbp|<1?tWMtNj><g1LOY?R
z`N%dTjMs*w;HRUQp#=7&aB5$G^$Sx;DUdJWF2eVM8zV~uR9Q#WM&E=B0N!^EWR(cx
z5{}Q++fy!r*|Tr0o~Yji(#2ev)J}F-y2cqnMV=*B+NLqOl$OqXvWd(e6AHXv4yVo7
z1qkfSf<|V!*)7L>>Q2@~9|$tkrYV2Yp~sR;N3)>jG2vh>?`VC|QFE_5P{X?})I|w&
zOqS6;?!DS~b^VYR@OyWEXff|8>?~NE01<ogH>X{;0W9wbFm{?z9$cr9`i?R9?l@-h
z*)hc($ZPZa+ZpYfq?3C7u5u$kyI$`+8?ww^W&=Wl_|F4Q`&R%c-_%?UGP);wgY}Ld
zNokQy8W1OYSjRmu1_$Dlg2QCNw3hfor(8G)Hv#d!ykP(CTJ3TMZ_Nv5i>T?+Q<g2C
z^&EoGf!Ze6O9nRGfq%&u1U@7uZ{I4{VvXF7v)*}Z9=K&d832gD5}Nx~*A6*y^+g#w
zaWqBe11)Dl$cOF4jzIFHQ^D#GZA%o30`KoU>70h){Jxhw`u#0IQbu54$DQlo9d}rZ
z^^!6(gSY`Cx{Ld@RKmVUL-k|=To(alCn|efi~A(@wRlEMaTo;30D=om7WcjIu^lbM
zJ+_<sa!n12b8wv`1LkfEOjSjX?Dr%uTODY#e%gL09W2paJ;?Fot+ezTfTQ=7X~f(w
zs$YvbC)F?Jrjb&T>)8C}{v6qC5EKIuIsNxCfLwJ0Ah6T8q}9`QMq=DRl;9^Z=$&|+
zv5`8sUVck3v2(^G17I@@?Q_|ux_L3D45&ieZFOKh{DRQv5D2I_oV@4VQ;jgl+TDuC
z_F#5g@{O6ItD+4c0R+AY%sOC*NEQu1w|vP~=#!5CrvaiU<~m}3rq$CT2BPsqDc&Wp
zbzCx<eNBnXTHMK4;BE)%5!vo79vt}^BRC}C!?wV&O-H5<qgxIq^W#f!E?JI&Yd^s|
z9&{~lg|A_RMKD^P4#3*sr#cfcWl~)0wks8Q4nS^Rp}xb<fm;TYAtCD8JaDktPEzhz
zzt^VeboBP~$uHgaV?CZWFdho$&&b7p=+kbcCLgCMLN9?N%&}1T+zJd52mWsIj<8Ma
zfsqO1G;sV-zm}&vZr=AvJL?k2DXU%{8V^nm)iHkf1TMol38WEJ1lFNHexDdW)oscV
zA;6Wf?PCLu^JHt_xmNa`1DPZnF9G85u0iAP_|X7RbO#nP9N^agap-Ztp&_b4ebN;K
zach7bp}D2I&5skd)0RV|oXY+1r_W-J<eBdKMl2Svcm9m#f^-QGvK)J(igaPoh)JZv
zdvh>{0Av;#Z{sSET^tV6QeR{_Wt<Or)~HRSJWY@ytaS7Y8<6&az$X&meIz&+ypmkf
z3D<I{>H-LPUKOOBxa-^tcj$MU72f5$I~~yAUi+_SJR1fui`s=*$Yh-R9$kH)nghU5
zuO15Gp?ij`x$rG<5QB)CiM=-Y7{pH>Qg5!_zax`{19(ZaWi+%j_6&N-4t4v^#Egd&
zU(W%E%K)fuMMBf-9&lALWk~^UU9vlUEp}Ad=$DmW{ZJ&IE$5D#vBWLrYG0EbFW%I)
zWm=5J)(V_gE+8;dzvp#qauUn{HdRiAAV-}qNA0Ghqj_HdflT`YKcQQ@&(;xKlwbrG
zCO|?25utUK9YSG7%?;koXx}C(YgVH`9y2-+3(Ldx_@-dM?C3CvuT1iB1A^pIEg+F^
zx6T6B&YXhP?|a(woq>UM56g|6=Tmh4{d`g3G_I%Bt!%F~<cIiuy-^ZkeVuo1e~9H2
zv$y&g^w(U6Y7Wqj0vNxK1MCcFIBURYpZY4<;O{))VN*zg9Gfy52!gkwIijG&2ej3}
zKZ6-=fMco~ajcK~P6$njg4?0c)EBpb8>OTla|Pfh>+e+>1FolfG>^Zlq(jV>w)5ya
ze#T&9yT4Zi$`HwMJUesk?Bvye{dZ=dIyI${m_712#F>B|g{gxT09{ntfq0aeyUlSc
z5_lmzm@QRsEK0u};Ssd8+CBv0CrK~eFNvfmtQ$%AB>EjO(p;jv7_im^aGPKUQxG3$
zJ)GPkoiq?7Q~gRTxdKqFI42uG-V@uLnmEjE|DI5!VTr#YNHQtApPmR}g5@J_=f~@~
z41t?yfqR`p0)OnKNdrPH?3YRPgI?f=V}M+|xq!Y#G%=J%2?pi%lk0nJVHOy67LXVh
zge%!<2QC$BFH5hph~ziV{+PZuWpbU+WAW7v$Vi+uAPIBNU&RU7o=vxwv!58Vd8JA*
z<ZDvCV)~r9e`jMJM3UK|1C0TPJoz9v!ZRn7;`~e;9MZS%b|rfNN{XP%YLRX|n%u&0
z3&gPjrQ-E5<8ulD{GBBO9<{@h8Txe|eMdl%nTgNU`&)Pk%MS`>?Y4>L#S6Y5A@~AX
z`?C#{P<*?cAE6hQK4BAI1dP=*>Th3h_GmZ!`GGc|m-p0FaDj`OK^%8-<~Ec3{2xVk
z=&<Y{N}8Ioc8`3>FEW%PXY<&_U8R9Wi!~(reJDGI^*0p^Ibq&6986n%w|BqKtSC3B
z5)Lwo%Zo3G+RCo_C*IB&XPmL2?w$<TJznTm3A4Vfz-t~r?QS|I0P?5*_eI1}M%gOq
zhHzFOX~{?20t)WTH4qvARFF#|nwQ`-G=ZQp1IZ&E7{-3i1p)<~9x%~ZNJ=V>R8gN~
z{N8oCvCB)=%*V#Knx@2jPiYZg1Q?Jk=<HncM_vn{>4RE%+}gHg&@~<ayfj>!aF35d
zb+R!PezQQfYv+HD5%vW>LWo9t)dC;x^&Ayo_~U<p5x$4%z-T}s4yfn@ZZdASWLH$_
zkC&c=`%)le33nb+qYl1nIUEhtT?avYSC$s1Q`Y@58XS?jvpF+|-+*5ZgOpNvI=kt=
z1G+$3q%S`Y88tCg>#1BcPLWj@xHwh{;y>@|51mQcD0vLLp4{Ies;G1383Kqo1F2V$
zmrijT+Zk(O6?hw=3NdP6eu?N^NhtX$BnicP&4cjZJtCPVe-#9Nw&Zo3nlzxXy}O<8
zTd%k4TLI_@Y(9-h{^rtvfK!ddo$c`Lo#lZKk@ubX@53JMTfdnkE6cJi7@WsCUk-@1
z13~`K1s*61B`96@uO{-2)!F~tQK@^7@Jnq*@gTokx`xbXi_2euz^wc4=pcE;a!NYS
zFm4~PO>h5#8wS^EMMb@JFL%8+JVT|rmws*aR4iYSXqxx`zU(A+@Sx?Z0r}5o4=Nv@
zqxsW-p^oeF#m>u(F@K&VwwZUv-Z09>+~s>!RIFD-yZ7=Re|ctWwJ{dgXB!;*<B!od
zf7}X)fBJ$<qEJ4CeT<NpZI=EhoYaOG{o1@PJxd-Gt~i|s=OE4g#(e4;Qd=W(#OoGh
zxYMX9O#w}M0Lt+_l_D>s4zK0+M*)uf&lYfJv^{dlVs<hHZ?*kB$lJg&n}#Yh+t^^D
zumAr29&uZ}{QZ^^NK9NNXX@8{J!=PUpeTh1mN(o-V}sCAqxwH!`;<BN(M$$h_^d(^
zK~x#k0MuGs8tjzo7ge4A`}mb>*O*zw9l_m;hICLl6Kb5^^Ym=U{_8IDU!EzWw(bRc
z-<nvG(yKfEtmPJLzq-e#Jvwo&2`(cIbwYwtoKBRv+2PK7$<j-N1+Omuwe<tT=n9Sy
zruFycPc&p#gUa*9$@^KHo8RPtB0-O}fhzv#;)D65>WdiXSxwk}_evp)@{!W$GjGa6
z?`u%L)%wcneqS;Z2;nll%8NM7@2G}EvLV&roBq2eY-TcVU9W-eXpb=BG|pASfBi>+
zpYhb@*1f61xRDZi+2d^ksO5<`X(5D!y35c$&4$n_ZfxF3Y??sY4Euvmq%2h$TL~<?
zk5>FfS8Xcl9w*{bQRcoSXN^37%kHld6dW?ZEjE1^LND0pmP2d*l=&Qk%{zg|Vjg3Y
z%Jn`1r73o2F|uvFZA{e*A=gInOju(L@B2jUd(25tkYVn~6M~GOhUWkothFflBpPKJ
z|Ddw%nd?|H>_mth%6fNSXlR0hsC&CP4}pb${E0XR3s2=74sSL6LAK(OtpDV)MR;Rf
zboB#0wN|xTFzs(9tASf#<7}nMmGca;IW)G_lOS)v-7NuL5FC*lQ?A2A<Bl${z}CS{
z5f3)LKU+>02)sj-t8vq;oP08#v4f)2JqG_{ArX*rjL+myvj7=y9zJ@s;Z^>IS^QQt
z>+pLd8$*cfTon4yhp?b-q_wkjp@aJNyaTvFT$)H{Rz~HuJTs6E;OJ3kkg*zPFHW?q
zz23sYisrwA;AR}BFq8=rDOkv20e_vhoJ_(FFGvvTx*RuMYCAuU{9>AkD1Ud}x_Kgu
zAv|vfL2>70vgl|eRW&t{m6YOVb?QUaQX1ah=(MA2FV3gIox@aRU9|rOBy~y2KPa=U
z3@-Q(>vVyAjUNF7DL<0@PZ?tzK*7^0ne?TZ*z$MpmJ&dS1fOx-_Q_1X-S16rTdt!a
zdoId<ajCn=&X}mpe1XHy!7r3miaT9nW;#rI7hu#+$=Wvm#Rrue6PsYqHvR%9w*S{+
z-^j-Dz%ibh(GM%*sFjasdH^<%x7oy@zf=@K)eht%z)6qItEk|WU7_e>GvwUdpn>uz
zpW8<Idr+_bhfvrCSIojr3wn|g!KpttTvB7qU=xp0f8XYWX3a}vS7sLyMo=%h(A)<7
zzPdL2>vVzjOoQk5zcRF=6+-&Ti{<>?mPcIhFF$HW?{fa_bsQ<FLUF$3eG8_7xP)s@
z^s<Kg{v3A3TIp|Sf;(=`A;>DS6$Qq4#aa!yuuT7M8*6Mq%}V*JsN(O7E|YK1qzgP|
zTn=*{Jnp>tjR`>eUl58NZuQ{^sZFXu60atw`fWByjl?hWJqH2yBC-{~W(q*Ql{A4Y
ztC_0hpPn0Y4!dXt$lCdD1aTo#*M;i2q@gk?a4bLM`;pO}ea7_vOSeSow>IWeu8mD>
z>O}8hpF}RpowjMI64T53+Hgd_4IN!&S%be&Tp6>j_S}lMYiEYGj}q~;Gzl~PJ%V99
z<FJ$1>Wu)9j7ov%YAaMzZE>^mJFd!n!*i?bUjR!M?ssV$nHxlML;!QZMOJaAu)w4;
z2|d}DVK<p-E-b~1T|(SWZFp~31*{UiLC318DbHr|q!4@LZKeR;hfs(|=Gtr4J&4-2
z*Y!;o$=7BR1l9kCZj01^`gHH`(Zfn@%#Po2d_!xkFqf{1yfDIoO6SsUEI{SF#M~-M
z@@9Zzq;=~=m~vF^PB*weJOl%N9`zzETw9UwsVi|>QwM{c&C!=T87Jl(a#}e3-41Qv
z-Kp4N(ok-wVv>{$Afm@Pd_57({%x;3Cw_>!)G}FPc}+d!iLaE>428Wd>Qkp6stuaR
zbxq=4TmG2A)!IZGg1~!QQ_6<x)Zs8DNz>`rqLQs;l73y;xEZUU&m?7go1ZcMf=(+k
zk^JgD_Nork4UfgN3vEqmuq)H6xQ&gG)sZr{`TRRyww26YnDy7n`)wbm81G7pBmK(|
zPaEji1rh2ylfGvY6Cr?}4r7{e=hLTnrnxoc3X7OdcxJ&p%994x9)QI6l&q!z491R(
zSs8EgXQLN1W=-1Yj<W!{iDpH3ghxJu&Upp0Y-gH7>7KRlm$c$MQ$`|9g^MrgaMyur
zC?RN@bpD{}lU8ewGe#E=j5iC4MoEDY%BH9&(Rtjw>8NUrw@-aaVcHmjWJb4V8F_+j
zU;s8ZSL5eqvhXr)c)l$us+{daU$q}6Wj*S^@IKVsS9WZ0Aa3mPDKRPc_a;{yNn~^A
zN(K#$<lPjS9@mt@z=p56I$tbymYIBY_3TGQ?Byeo{GuiOl9AHsANu^sw$1+7c4&2r
z17|2=0$ZQA8rBCFgIA{L+07nkfPPdItjPP|O`xNZ_P04Xzveb*dd=N}X>n03ISU|B
zEpVyH4FICbd=;+eTshpmZzT3Y3839|)yt2E8lF2#i<DD7SlqRH@&1G1&P=Eu0mJtT
zI{#?YV-@3#$H-zF1~@80XK%yy7bO7vd+s*m0|V)uB3(8CDeuI}WK8rc?QcY59`xD+
z)^OCvG@R3LyG{@e6y3dQ4shostm4WlOVP8BZPJoXt38kB;wm^)VTTUFP_>ROYgx)9
zPt(~4y()?>ya|A<(a?N4W0l?<GF^U?zhXBk)BTa&;n)0(@0-r#de2Y3sm8v;Tge;u
z6e4_liQnXcYbq9e=9W=@3e7%4ITrohLWmj->xMwY!OUEOWQ&+%`0cs62-c_UstoeR
z;lHT0tCFvj{75Ag!kLuPkrWN=p)k6<v==v%yy4AW%LteHam{cw>uCHa&Jx_cy1dj2
zcLl}7N@EF)YOoI@E@{B_*cnZ_rul%MI^jmk^k&wj$_`K<yZok9E5q+f<zW#Llf&%c
zO|(r>vBnO3J|j1!8vY>Yk)mr%Ih4=HLIRDL|3bu2Jw%Kv$15#{YtMK(c8=Rvo0N{s
z-Fjpdk{bbY`GPKJXEuog&cHzs{OzcgBsR}UYA&L^5Izd3btaX%W8ZwIx>9VV&tgJv
zK?}NG6v@`)7ca%#9~Bfd;K6zZwcLJkMDYwo$%In&4WJ7z;<iZpa1M%NHgSFac<xJ9
zg}9jV<ey}fR;X4cXj%yXpPFBL-KFhel>FP4i`R7e;4t<sM0I})V_Y1{ltR`X9}OqJ
zH%3)Sw@S@S;H^GomJGKe=8#EirfeUE@CL4<Jwo@R3q*4xSoz{&T<*6g_t-bgCo!?I
zI{v^2FU6by(Hvo^;qiAD%gUf&HF|c|S237-8Jv9z7TXm+lPSPCcy%7Cz3G8bOq7xt
z{8g?vES$6nU6RgMfgM!`7s;Xw%C544G{VZDw0R@_M+VF7RTyz8Sd*bQcWAu4cQJ59
z9s29S@Q+crc}<KTIAV9;Kw>GK4&Hh$HR~-RyY@r8j<T+y4)Rl+En2;gNj=->F%;uB
zHzeniJVu@ZrOnS!OPd2A5mN!x4>eu<GnPS5^%4(A_u)A`=g>d@@qkXWLImIHeE#sl
zH?%|dTI5sQjzjU5=I@f^MF;K|M^4V32}<P19n#84>Yta7_aHHieBZYmlp}{!`nK0W
zSXiKc4oMm@>N<VoesO(sd=D$IQ>z<2{;;#*Qm5rr*H?zBFHsf?lNvx4gUIqzEDjGI
zT=D;vx;`A1k1}n6Tc!(STHJ&-l?H!K*vgc6g8DZw6P>%t1M7cL7TPaUW5xi|FaYLo
zg(zKpnRS-(Nq?AU%MHa>Hb3q8jrAz|Tx{nPoVC8m)#)}|frhYS_`vX&3^BaBlXdT-
zghcwl_OWdmXSeuHAfU_T>lfu401-b}^c2$}rCS$T&n#8GneGj|K)8f4C3!`fJZrt;
z)c<B>x+ea_Y}xm<QsTTYS47VRfR>HnC|494a{6KWz`)&3ub3>la}{enVVToJRpg;U
zc9tBgstwVc?J~T{FiQe|@1=OL3a557Hs%u9Ls}3bqJdpaa``ylopmN(?O_#!o`Mb_
zhmA(LCzh-YxQUK!)du-c%dBMy#oLR`Z{<CNy#;>j@*913OX}L3{mxUC@&}p0bt#{L
zuGYL#OMsO9_j&;{;XRbiU!qa4=-S4r{;+i4zQ+u0El09jWL+jdeCSOX32d0h(&a{@
zOjA~&DabpP?>}&WcZ>T4M$CqUC|C&=1{{`FW(5bX=Z0_EnD~tv3IS*UdP6hbQYFCX
zN6c*pq7mW}bph<~*8U67OF;J7SyAYxODL2g-{wSCR#UPHlgUEZ3jU^ZFpLKcC~Hxr
zvHzUb#y1-jn@y63Zsnr7pc?Eb>OpHfd{{N4O#`++wJx3<T{q0TxfM)vMca+Cv1Z`g
zV+SdmCydJ%mV$z=jlSkOq2Iwgv#{37NhUuc;TdRjhXXc|;m8&lZi*{~01$lNdxHW2
zQ20a;vQqus0?-Q!Pg_8Ny3o6tvg}OFTSmTH%F7MWlo_=>82<DUq&Y~|DYPRd?*r&U
zldPTZTMsHgTZvIt&79Em)mxoeO(|%~=2zq4N@TUj_Ori7z`3_M^s`iGuqBlrwl(Z4
zp|2Z;`*X-ujXqpyd?a3X_JF1;>;!Fdd^;;h#T`~X_&f{BZ3q;gci^<rbb4Yh38Ig%
zVn9lWf!Oj>M9XhujxJl9n)UYudwF(1zB?Aq9Z6Z5^K2(CsQ?c6&Wtitcx|RqP|0kz
z4kB!O9gMr*pRNKoL3?);{3G~?avCE|2=&JS>eID;kuxP#_RrZja1JR8cw6|c<kv6^
zt%OUBv<=R`#gAT5Fk4?^cbV^_&tKhW#?#V<+vuAaJ<uS{xo*n`34GwhLP$Pokk>z_
z6gnENFT86xxnT)Vxtk0mBnD|yCto196l{QzBzxE)MNbA&^yF0ytHxqh);0YExi#3B
z^vyh!)M7=d?Fg;SrB@1h1$wC68e!+LIj7+_g>9A^W@=1jrwy!of60EIJ{gVn<U>`)
zQpJgTmVlwF6+Gzew^#*)D_-9=Or;_DjjDj`CCcz)vycG~b|!2M=>=HS-l2`I1ebwm
zYl5$TidOFiFb20ZwNR}M6S}K^6)Iv61vXj}`0X1FQs8=$yX%o=Wj4Ne13INQ!=t70
z@dhbwyzEo%$bpipt+K0)&}x{OnL~4;H?I0WAp6aUlf%QAq@DBAP37d=JthoN0(z!{
zRqZ)=i=5Ida_zgC2Uo_zkR;E<7)<iLPYz4ZRpHyeLEHPO5s?8XmHzEd?{S8)xqv0g
zZiYLDuvUBfY!h(BFsIGV!fW$EG1Rk}M#YI=2a2Ekbtrt>a6%K%e%;mq?mZU6UochY
z0$9mUrwWUk@!ljRi{U2)bEEY(JO@AIie1EXKDLUpYnzNP@666XN((Y@7*A0h_Am5+
zgv|`IKa#_bNTe~b7X?a~FA0=-E1NA7;8tU16_ho%Ccet-xNElJ<vY#g{JzhdN)WwQ
z8gwaS6)bg9l6QG&JEF4FB8fY$=YV!Tw~l%QT?v0Nnr7g$m~#(@j0F~`cCU;oKy@qg
zAN1zUZ%C!{W}0DNVh-LW+Inz0W=(}PJm?3;nbaCo@(;pJpvWW$l1WyZ-Cz%&V!s+U
znPBGLqHUqoSn6UiJR~5+-ztN;ZBqIj;j(fckhB|tkV3XZdD!jdoo+|qJLPKpWjijR
z?P-H`dUGEY*-{F$$L|(elX{CocgUH1MpL}|92#5v$Ct50vl*}YJpH!s{q3Ygpt3M=
z6xtB4az6j-ufIyi*39bFhbnjkVv)XVOOL8_qIEw4VvLl|yAU7-r2V(!kt}f0$B!T1
zZD~_827;PDjbm0pzr@Z!#Xy|bn15^uKN!XDfu=ELx&Qe|flDWYO<n)8uLM<3zoXo$
z0z1L5(otN};PuhWsATbLAPy96fWXWgqj0@o73+G2J}go)|CMM6dyeI<xla=2Z{Sci
ze!Ok}z}SHyJyuKJPZ-yl>h%K8_LNld(v$WGEG)d9XKU_&%kUI^*i^nGPkBX!cC^U3
zva=sMpSEID0~~LF1j!Y3PmdUzmkcz_is)U`6<hYAcxDxtV=teks@(QGbx{eSBDa9e
z{t~E`Adt7QEId3gTO~^wst6B@u5#bPU%2ymX=b0xRDM+bBl;@LB?3sU22K8o_wN#=
z0ll3pj8d;&81BJzmW=@Gj3ZCw6(EU<Onr<S9=<6TN})Vl*^o;(;a7E1C;GLn6m7TC
zjpkS&dFZ_l1BD*ky63!~ecc91fXI_>ZT-)-x9uQMuGS=Q%zDi(whzfMV>#S_MtO1A
zSbURv(EW1?!dUYdRa%B-12uWXA73#~r@zHneEoS49G$1EY;2)ZH6A{`kOkp0eYF@`
z+85xyZGfS$kHzZzkFyvBsG1v1vY$IRxJ!2gK4H3qG8+U&d>|!^L*H+1+=U#DiY{jh
zUg;&w2I&mV4X4BMbwB0)0wD!J+IiWe7DM<@4Ajj|kzJC5=LQEwN+zFs8iNP5M{6B{
zIF?7s1Ei*Qz;E{JHNRHT0+(-?(jUYgN044H#^py)Yg=CFyYvD*Q8y)EC-a>_kJkf1
z?Hl7Ma51g>g?38mUaChr*~MF%Ngn<s55^3XASrfUn~8Ys@u)*({7eCKogiVG+D4y^
zW?0S2cYTYQa`ib(2}e}<c~B@X4{NctnbGhB)*v<$3l4km)6OUs>i&NZFPvhWIi)9c
z>Rew?!C4^g{QVnPpGI`m+}nh`cDx5)w#W%C$E$SlF?bt0aynJ`{Ce5xg7dEcCP5bK
z+Nb<;UqF#7hwcv-1dJD!-t?BhiLdNm0YyXOezD@7kHzRCUz$rl*cyPtqbCZtcHa0^
zLkbC!d)hwstOMv9B88eJM!!~YL-h?$Ptjrd#g(R*C(fwBs3NxL1PdG6Ld((P$A$hD
zbr8b9>dfS~klu~dGpqC=31v0?pqKrXl8-$wxSZYXTvLtTCa*7S{=Y>Xz*tByp(|II
zou%divs53JuM<)I$IU22$Aa&h`OoDf?1z95b-oX?h^-JTJ)5_NETetx@l}cu+mYW4
zlvtWj@Bg3Dj);oBzP|7L2v2=OnDNNTqz%)?X$|MiHFc1wnj75N_-Avk9HLO5#1WGK
zkITzvmo@7Q-SWdS^qhl$^^X4&rZ$vaihJAs4ZVlsgsh#mMUbFV@Uy8VnBI3{YA!sQ
zVz{u-IIA(LN*H9ZNpNxhAA=`n*^u0VC0o%J2^t2ZpvZNZtl7AjXhc@yD_`L+7%#e=
zrApm|<ks^Nd)a?9e+v&5Pg>cywlzSg2ZTjC`rFI>`}dDv<*MXN$;9#hH4?pI1>7}J
zsJH6$X7y@P&2zWGkLS^-7PpbYn>=(MW*%5z7we*O`*y@okpS3{WDB+}po;;cNA|Vx
zO1OD_Fe0mI@|xU6yPwMjoF1K*m$$RCyYQ0NHpV!G&y9Ek37BjClcHul1S((&4uK4v
z*y@D<{Dt<tkkuBHj@dPL(Euk4+7<Aa;lj2`F4-%y@VO@AGq+(H%4JLC#v=<l;cEY5
zUpv2CaUd!5@zM}bX|y8L<4Wpz82#mB7bmxZ1Cv(1m41ii1GTH2RvO+Qt7HBTlUIQA
zqlf5^gv6NAF{0aWaE?DCWB?+%N`8J!pNp1R>gMOxOnmV>0p0epZjlCu<c_z=d3pmA
zs69Xi8JDqDLR|rHmk4Y{BkN4R31_Lkt)G_45#%t$aPP{#z?3W5@#LVz$b4G@BV=e0
zpgfzUI)z^K_D1S&IyWbf=XX6vI{=hdEnP?EfQ*pozy)=A=~tns3&|%x#0Rx?!vwWB
z?b%syAWh&oqo`ZMYmkW+wqtGGKXDrrD7p-T!RB6u3^JQ-_RhEr_FtHrMEUxF0+?qJ
zhK}PgHkgK5`h2uv;uQMB?sic>j~y?VZZ9qvYOV%!(GapQYNALybDtD*Mn;$tn1K@i
zs{FiBe{;;gBw<`aIZXf__-l^OMW69hkC#H;?kD#}W;NMKnXM9MTza#V|JRgkq=ed%
zcSj<@(p1(cr~xLMM3g$)=CGm5XiehfPf@{Y-Bu0`gO&XMfM8G%Q}w-BNPisZ0L&}j
zZv>4WEeedxDTL_6)@nk<NS!!GEU1C_&t`iNLPJ<XI6$#e#lT?UGDvHN?wd6^ZdOf<
z_Z-MMssTHZs-~|GnF%dM8gh4Z2qGvG?y@uuOb7cYV*YF2hLqEh{{22f+4u|BPw1qp
z1?A*j6NVCuZ?s^Yf@k^;03M%RwQ?c4A;i@8_6_%&Vighy3F=H<KUk753*9`rVz9Bm
zv#bnEp{2{F>o<3288-i^HpgPi5VBAtI1F^1*;?s|8{uL?Ny%cqADR0>Un$lQK6M+$
znA$iyi@Ivfw$i>*pW8J2OKw%Sa{Uo25XVA@B$CPwSq6oVn`O2}+lPkE<Ro?<TPO7~
zwMp29gK1xd?3o0nYFV^b&mNc7GD2N21F!&#*sCW+J-2EiG=x*8sy$n#wnTR)eg#Pq
z0zCd$PNL^p&*t0lZowVv3XSdS1006z2WCoqfXtTYYp<v_F#FcvqlZQR#?Ug>Zroq!
zs2?fOWpTVU$d8s^=kexp9E(l{i6uPW<P4<LIr~ig04L?<45n`de*pr8*1oeCkaC>u
zn4b<ZEGQ@y9S>E~D-Jk0=xJ-RM(+#?Ij*pRq*j9w<?(my)|Vazd3t=Dd^S|Y=_0xf
zX4h$<14?E?bwMA@b|W)!w##x0x@<*5c)S(v2gYeCTuzFd-90FG3?;h-pCcQeL0`~M
zWanYqs>G)W1urhRV|`lXxVfjVih29+G^nCuBg@Z2y(gpHlTJYJdzHEz2JCE1OqI)}
z_)+<$H$oOFe5=FLU`yz+H_udE!Z^)n!a6bw5O5TPz>xdPnJ?iaNG}SQFLk09e*jo+
zLc$-G7Ufj)C-qA(#7hoOO9Wf#5TN?WwF%@r_(&q~hXO~`#&9$}HU}+p1)3Mau;?MV
z&CgIRN%oRQ!Zm@V9v@etE7V7TBr(f<7)XV4Gqe5do16Q>-aor>)NgR1^apQAeIYP|
z^~{R`eR~ghMWyoRg>|t}BS@((sTq(>VtQ6}FR65jgdGvh-y(R98wx(p(xEMkitzJx
zd+$9wxw3-Q2<>w+<|rA!NF#2u1HUh*rdKzvtQo%H4UK-$3J}-fE;D{rn9_-7vZyvN
z>J}3aB}0ItCQTq?vcVl$|D0!qg8_OPG~3EB){=&I0}cApW=Z0U9;?y*95t1WhQI*3
z!Yr4^(-6*na;SVV&tTO+%uwB;!CilGYqrQ(&aFaXEhuI#EYAPr&`JY)mTHR9`t-L-
zUn*)Ug$FA-)T|Hq48Q+a-Q8$(E0@<CoMLVL>-($-g7#k#y-Vb`yu*UdX2*rzl)tzG
z{^mlt=@2hBx(py@L&a-WX}8_+0Z~g|RIASr1j>M;ZxT#>+D!^sGf@t=#>Nf(^wHg3
z1IVnnb|9N>z@e{Nz2o!{d%GMnC_miOF7DIgC-=OmLyv*LpH)fUQ4?}U-v6)6=oT@a
zB<Rh6_SE5Hed=)-(ZZuf5ASIZ-#N+&Zm?#dmvcsoW@@O8k<3(nV@!s?!zaGshjvC2
z>0O&1d-Ezrt5brKw4dmtin#u@MZ0CT9L1CxU`n+k*h)dZfPc4%KbGY-blE=4f>W^l
zi>~^A(yW}6{`HIK*-C+AN9se#_E3TFf3?`}Adg@0zU7nV+e3tcdjbD>Bn2QEm6~n8
znrQ@Sz5*5gcPzQvfMQs!;Py2kT28|#(BE1s%)#T1<<&scvqNE4AH9+eN{pm6NM6rc
zrW!5-608V(Y)jJL#A_xDD4wKB1?=u%y*(JmO(Cc0H+ZX4ckQ;|!t0hfGc^L87BKZK
z1kci5<S;z%Mw(w{%d~#(yXb4f;WD*rp*i2C2S@s+CVe2CAUX12f#cagG1aHwy4EH4
z_pg%sJi6@iqg%CYL0(FOg0M_AYtt`6_R(7$-kQ*`0UmcQ`igBCls)KGxL&e&j&0W)
zp6n61G&XjiRxCTCq?a<KEz_0Iff@)U;L)?jmm-&*iRI)M=_a|Pz%dF*F2S;W)+Qg1
z6L8^>Mk&ubr2(U9%U%pwGapBEL{o5fDvs9p!uI=I)IA8W|1*eo8;mrWEkGi(=r2vg
zTZOVDFupz%iBqL&rSD$z)p<<hA<K|8O?hTTBbq6zfvuMire))!L|%Q>f<<00_0_fz
z$K=<2CRvD)G~Jmn@0QVqubsv%vGxA?D!EA&dX(PCE}a=kt}3Mr=5p41B-oyhJvXH&
zr((?@T_)1UG_TsV_>^(YE5d6)DV6SUiM>?m9Lyw`IK4NiDyD=sb;9ftR`ZLyhOi1K
z{dIrpoLgSPK0d%Ef%*@q=vZT?&3-pl#HQ<%uC`6ti#~HVl};VoO0C@bv0a{0^vDWG
zhlW0yw_!@R>(>xXixpj|v&E*HgvD}y(wzNzI(#xKPr1gecylGKD}P*6slr_59e{Ax
zRPXV6pXcy{CAp((irDPQgxsagi%T5g?+7LMe%C1inI$rFVL7+ISjmX$c{=rKLC>#@
z^^es!+WLk=elf7=%I2S5Qi=K>Pv5cQ=ZZ0IX}FcfDlppGB9o6}NgE`4SB|+(z4kuR
znP)iDR*5S=ekXc4wOcZ+D|d_~;T&@0JnCdxw?T^FMo2>Rm*&2?%2@SS75M2d{dlA}
zpZlivte1?bTNxraYq8P@&MPLkwVa8Y?YxyJZqG%{$C#<^e-WNFK02o7onYVf-rXsy
zKn2bwDX5<|KGxQhpWAIfBC8E;WDn}>U_*el5ysrHxi_O&(SaOEM1=*#dV7c1xo<53
zh_>eFZ!O+hd!*buYcer@XI7SCpWlxDy6CIdmv5pX3fE=vjFZd2d#%Fp9Zj&N^*a-i
zT$78yDVdlLKVQ{akMAH11W7_8ah?O$Yx&KjnR?l5i|mOGb<vZna6NLGpQzaq6Duz=
z*Qkr_xss#7sa_HIg5+Yk5>Mu+>YPFxcbJ}fLhjm4)P=ZX^$l>D{8w)9JNZe<x%tTR
zha3&4JD#fOA7Ed#_ijk8j?<?0$YLhHoCwB**^!^X2JRE?tdqHg!^_=qn<-|h<SZ3+
zb)aCj8mVjfQ=%m?KR&JcZDjdO8yn^<`9>Xz=l7_@#jEVoWbJ7h2$JnnAvB_3S?kz1
z_NUa7l6L+`L5n{8nqwB3=(SvJ6e{wd<Zktc`~}48zWB`1P20LyuFg<+x+g64b}lPR
zT5HZY><GMl`qO~9D1OArKk{P9L!G8|p;ziDMqxk4yAH`g_w{M+{hZ&Y*A!SJb}qEI
zL$s;W$kB0huLJAt%w03cm0syeU&l%kL)&dwLneW^N#Hv8I2XI9ELqY+NS3`kv$0?5
z`ED#gmZQ5MB6zUJKCdT;W6>Ly%2=Nl`F5NI3>46c(>{wS_TOVhtW2Tl)4h(#Ej)Pj
z#Of@p?8uXiva+_RIpI7)ELVFd98){1!PU8T(<_VoR1Bs~+mlY2uQA<&DTBZ6v;2}2
zw_eF1H)8GZ?k?GzoJNVEQk%sH*1^~_(?<4AGC$4oO-kWeMmbrz{Zo7*ay8ZVgvQS1
zPgIvGG!t)6_tCX(pSCYRRyq20(JY!6mKUu;c#qMqj3V1t?QiJ}<sj;j+VhG9OJm7O
zy*?(n+WA#6G6V=<?r0L8_LR<a$fT>8f%q`pjCZbKlVnS24oq|$Pu|S8ew;c8@6r*@
zvrA1cGB+EHUe~TUZnj2%w^$EZedrB)rb5gaUpH&v*5bmCEQ+mB-9MZOt|<kJk|nRo
zM#u0|-u0htR1+d5<K!SW*2^yKFV~=vL6hg5fIM+R{C$Hm_C-cRj{Y*a{j>d{gNu6W
ztM0)nYu;1r=CN<1E8>-w&x^m6D>rq`&v1rfeFBswZ^J&l0F<J(`bBHiHzSfkidTJW
zQ<X&@u2O|`QQwY#)uQvg4xE29&v4Q!FfVCKmPyLgek9p+7FN~eP?vBJ?#CX8U#}vb
zifOLAZx%o9^yVj;Ay$97vOg?3#VgXGPS;44Vjwz&x6rwW+U$oPW)~DqL~U*?mvzr+
zv$8FE&)UO;&9bIC*SzTl_=UEX-*<~rnNvI0H*u6fkbTy@F8i@4N%7^%jgiqumLaej
zyn&PL3@(0S>TuvUMoH7>8~6IP^K<&w4frf~IT&XeFuLL|h^WbUdr!5aU{eO7gf_FB
zSjw_@Rywvk)+hv)3Ralk{)O1iWdd&_;|fwlUAJ062#0CP6rr~X)&kE`5+%G(Uot0L
zBxstb=P%w8eXCCm(f&Hg^8P`I#bigHMeC|63rzDS%W<{d$;ym`6hl^7)#yPEx3Qwe
z@tga^ge74aRT(o2-b{kB!Wt5zLEF-bylNadZ_0d9-&qsZpz)+oY+S~`cl9*zJXS03
zkcoTlQlqoZL1|}XfUx$nr_>JaJ2C4N+GaMtl-=f-ChKhbu3len@Ia5sW^=;(gtZ4f
zhFprC<MB1;8O^+`Yr75vXb6qB<%ictCqR*%oCRsBNi)wK2%!ZY-hOUlrc5FE*SHX;
zxm>OziH9!#(16RQv8>+Q#weV0k0_l^G!?hN|Fp!z^O_r)t1^HQ{@#rRSLkGca3MSV
z=d?#Q!Vx(Y5qj41mG`Ia`uJCScQrJMj*S1X8SGVY)YJ7DuTrxf{IICxJx={;)r;Ec
zOt$Vlc)GLyNnShlnCjKq!DtP?GdsftEd84Jx>!J1P}9k~o1Kq&?Y+>SUg?qZZ8lyn
z_eaj+gqgb6jCYQ*Ad+W^4hTh5$wx+%uMRV4_L|@(V>Ud?H|o<73SW;Y!FZzzOxqTH
zCu=^wp1mCmUuUNd5}RTo56{?N>Oq{^wWap9jpP&-5Q=WAm+4h39|_kRj4P7NmBYML
zTJ!Fm+04AbQ*8~s+pB{l?lSkC3DflUSU~SCsO{Rk?7M&?jmTBu-~M5|o>UhtCy3e!
z5CXwpw(338Zwry*P1a<}%+`H>%G}0Wzr-pb^Jh7=L%gO(3yA#@_9OEq#!1!mODc{8
zqNB^XcSe)v@$tPYwv;F<fjG^c(osF7Fh1Jai9903dV9#Vtf1e;uPGs`d)%QI@)2J)
zOT|+U(=qct#zT&lr~3LYisnOcI{S@O3y$?}NYsnDes%oyQ&w<^>g)(;;624@ET9W&
zCYK?ga>Lv0Q>$LS7q`c390+{H=&KJQDDn1P?MQVV7P}!=z}G<m-9xmEjC8wEK-4`c
z1r(76#~kU@*bP;{{JRA-urRZQLgqEAqAC!9b0{M%qLb^Eo~H1k_GJe>s;OPx;$Xqd
zy~Waqq>4QXQ`yT(8fkH=Bx|Z-iR&$dGb#b}Y09IDKA>kD`j2i*p7)~aR7HA18j-!L
zL`@jT<|q9jp<XKm#M0p;5BU{DRor<c<+P8sS5s^qi`t5G8ne7g_K3IHNA36CLSvrc
zwP`O9A_I`}pRq7nF~F}d!D!y6TPE|3YcfOtgRX{WsyS`BrdX71ep!o>YQp4ha+z{1
zlS_2<lt>0n-%F`sEdfNZ46Q)YPyH_i8-m37n)r`j_NMBStTiaGgQ^2*AG)REZcrhU
z%PSWkR$+br?sZJyZX63V_wMWrvAPAj2<_<hJHd-L#&fLIhD2XSv)(YCSj82bU6pAD
zqhr%s`jje_{BfTC29Cu$p(kHYnl}ZFI%jul?U@%3boi6H2SsS5C(UF3ymh#e8mVcy
z9p<f-X5^i|2vgjAY`w_;?J$TRc|_HP4nZP)i+=bK`Z#W!#N~nJf=McO#TioXk5lKb
zYh6DwWg&PL!*6pj`3i*k*y8u8vn)i_p{p&N)H{gD-axgIG!dH$0e9#D@6mV#`*;Nb
z-3FjGcB{?^R`Xu`09fkr?1Nm*YKh{2(+MSetok*T-7oTv{UU1DAt0J$O#Ik84pAz3
z3n*aYC9gX&qhGM=a+Qx6kVkW)eG&y1?zuM({Q6=!Hd8dIGm~(TJZt@?BE5o*dUQoh
z)14_AKd76`VME~SpR0sK>QhF7Ta^mrT~w9q(SavEA2IcoCtj6&R1LSS*7j?vUkj%T
zV*(FK`!&s^=D=6T3Q28cNwsB3`DtTO#u+&8)$zM0gP@BBIJ+m^nCJGSQ=%OeDh#m}
zCuxoJQ(E3^Sfq(LT<&Sk`U#0YAWl&)>sR+if&G}Cq_XF(bR~a3hai1Y$A>3fAk_lj
zs|r)s^vIG}%d@jti?VyC{i6Ud<>p*>H1!sGz&sR8{qKeY1)}`8*V2KNmimK|_<wJc
z;|B&Jx9{-N1RVcw0#DA(eUCx-Ikhnh{rB~&=^!X~XY;rqf~Um2tq_MyuidOg+i<t>
zdTFGTt%6_@Q4t>0W{PC6%z;>*I2a@-Gy>w6Yop>TpnC;rJ77LO7Czc0=pjoTj4J}5
z#Z^BtSB3SD4<q0tUTC`{2I68MIyj!Mlf6r_12k|$axcoCpzpL*Pq|u@jX>~OBpC~o
zpsPn)b*IV2xXOOuuVq;4=NB_=K~eR4$%JElcleN8Y5ikLStCHP>fyY!<aw*0JfPw0
zz@L{(By@<LDPi&21l~pHTk3=|VNL;#Wm-MjSYBAhE39I0?r*YlyX$@5sS3>jVAOTY
zAM_)PQmJAl5|CoV0zWd{{09(O>UbscW3Tl0-<vnL03G78xz&3wB>H>15wA`hgG?LA
z#XX;>XlE;!reH<ey31hj1PBGQAXnyf_CHesU$*C~o!x5=9=-Royj)vfp69r^l#1w@
zlTT!xnSG*^%5^u<%MO@cQPoZ%cYQ_b<dp;fQBi%;8kG&iDLFtm#mdf6e*g!tYp#xX
zqyS4jaa}9}NLaY!0!+A9B-^<x5iwy*V(avO8Wm@@?e0Gg{62s}ZobW95OWP!a1}=y
z-RGiOaRSyFk0iDn$!s~2<`_r=+wEPi1VnjvS2+{#R$8h3S8Dqy_I?B{)LK-QQp)#V
z=1D!P7G)~5gNHZ)H1CN(0g=QL6UP)BdTy6hY%s*yM9@m=leo1=1BV??P@xlg6o@6r
zL+@Jr66H)C)Jk_x%cs^vld7{vWgrhm=5_xz1jWsdaOG;5-xtLN{)jVd#(cLhxVe6d
zG!VK9bAou9QTtenf`c6-vtL;|;+Va1;wbagqD!xRu-ia0(geE5%lAOmuHkCl4G;<l
zDxMO*IrRED&=2;5NIYW2)32vM8831DA=mXBf{o1uIJlbz%rFU-+_SIB|BwtiX8iO^
z&A#uq#`h$o#<pyOy@S;*z_DuYgIzMy+p{*E{wDr7C$4n?rii#adAqBm-|G-9_NX7`
zXyD^<DAhg<=aJp>hr17=WUUE&YFbBj;4Hsx6g|LJ6~P0fv*ZhZW~9AP0A<bEo<13;
zoR-x4;ywD>DB~3zde}W1@WCstX{3t`LK`GMpqZcBatbJem%|x~o&wX5<;M^YNwM?D
z#~J<oDnFf>NAv8ss0TcG4jf11q2!h$SuIC$*<<x>fjDyr#E5PFgIsnts2hXG5fDi-
z!MsSU$SdM89uiGRHuY;##5OI8P8pN<%91L|zS4dfLs7;Ob?o_;%j@&**i-kTGm5`Y
zJ6itPF@VoU{3h>C)0J(Mr6uZ1>e*{th!c>vIO6!}r_=oFSYx8sh4I&{yzb2d$EhGB
z+FZQmaZv=L>*?VC-JuM@Tjp^AJ74Rx3*Y2H0M<>>x6Wl992P(}N{ju_4Z3d4J^x1u
z2P7K-<taF?yD&`-aoRly5?TJQ)*18qbP{z-`|dbQ<OSq54$zzpOQ~SNoI?szE%TW*
zz?cE#2OuFm+7VB7#X)e>ie@b@g|fi^?G^~hSO4wRkosCoe0npdi#8$ouDFR&u>dr5
zKzrWZ$L7Y{|A78&4V=<yFa@k_CuK}8m+o?V_U2!?Mof`V*!DI7#wYV2_TZH%347=q
ztxuJ!nw61VK}^&>BTY)eQ8#fLm9XEDSMnp4fZ<)b2t<t^AI8f@!kC-R<Xi8`dC3Ed
z%k(#p`uc$7X%x$J7NbYQr|Q!aI(swTKZEqeWC=0n!6*QTC&&84v>dq7@cVCH7-uj_
zeI=B<2=M2SQ$LWXRL~5PB^}hjD;gFaIRhxX=~xed&(lzba_cmR2vS?Zz0KVaiiwMz
zOS%L}JzH2+cTtYf`s>9j5aNp{BaujlfpXvprEU%oCmrm&C$?W__On0un1O>z*TFY9
zUl0V6ikz>*Te*iCJu+W3R`g2yYyoF~3@+&2rUJbv>~=+%CTuVJjUdMZnF#VbyqB0|
zvRk(_mEzj+=bpM{oE@c?4Q0-N8fPG)M_ovQ>s`KK?7-H0CRQaSdN-RXq6&<PUd51S
zaxnr{V~ZW}c6NAOPQJ&FyzoaXZ$u0e5b_hyks#u=MIhUb3g3W+riGU9>DWLi_NGWF
zQ$9;ERG5ktVFR^9l2$34$~(CsD9i=^<4w&zADOLkIp_TS&U0t^EP6cC>}GM@4p@u*
z*KiIV`)b{Vl`mYM#mOubs0d$isJcJl7V9+4sH&-G5huLwh=^E`xQLQAf1z&Fg`7f_
z><g|#<MfTLdY03x=bV0qw2iZ|+f=U)hB;ez()Eb@*34QCNJRGTvYgE^6|b}0$gp(u
z^^=$i%|26ywSlp!uaWCvQ(=y>SPn=D3Rud`&(M&s(K3%a8F|LEh<slu7w&7jSIVrI
z-bM`F$qILWAG5vt<*7z@97YRT%$!5-Mh)rl);f+C$884$fsPtKuCAuNiPti(IO$-M
zgsJLYh_hc07Dt&$m^#1jDzI*V_F#pVi%U^Rrs{>{em{lhjv5ZjwRE%?c^TOa>K-(f
z%)D;C{5w-orjv)$C67x5EuuaJlj4T6yqITYa*<6cki^NUT0i{YJ(&9S8fG>2fCXQg
z-Bm;5fYx)ljjy4*`vH-eCPwSBYLt@Fp)4-&y}VOs=&85TGbuvu&rbBo5;8ww281}x
zh<?dGYq_Bp0|xc0-3uoR=F=kXl>fN#&5a;c61lDFf?wyY{qIX~Hz;XilhN~?${0iy
zSZRn6EoRhp#wT;Id%w?{b%Md2FH+!H%QOSNx;1a&sRg=l?ynC!NCz;!@*U03SXc@8
z3XJI&$JD(h$;j6#^bV`ZHY1PYye(LXGN;>hPEvv4tvLDgr12p;aTQDB(|sn=#<S%|
z7FC>$`RjJcT4O{{SsL>hee*aYFpC+q;|HcV{|^Q9Wxf8EK5w8-ylXp#RfvBs9K3*$
zXm38i964U(rk+FCS7jlkd2Zp9B6tL>S0|SZV|w3#rvc-$%ZB9>TLk%(?aW0Gq18H$
z^zIct>8vvu7|=iNi(lgs^*mczSn3vE91waV33c<2CO`N(gUQ_2_dMb-&BUdU5Z-OT
zllWGL`rMzNpawzx{dhoVODli9r^_|!(<+dX!s)}68i+qWagzG4zaOQcxhhukfz84K
ze4pHr_oW>VS*JPm8JVJVl#?|t?g+@gUjR{^_jtu=bcL^7c_9hm$Iq{}?fW_>jwbC!
zWbZy|35rX|AhzAIYoCTcyKVz*_vf9@(>mLZC3*2s#%KTch}~=DV1b#s0)p?*&|766
zOFzU*?giMs3)-E&<QtySDFVRAw;7t5h5xv}g$APs@P%!6ECMr^5*rh=A{}{mRNmCH
zCSdUAAT+yx1|?;>EUp(X5W5~ePSqSZJf?YM>l^O=V==?!U_DA+g`mg95>}L>L%$3}
ztqhG!3^dpu%C;{E^dqauq?KZ`^+W?$%UJCR@3xu^!j_Ex#HO<v`{Sc!i%~K#AO2Y;
zoX^vz`$rOHE2Y4$fHvWU+QJTT0JnGnUg*|6+XtM3t4F6Yp`SpLpDl3y=oS^FH=@5)
zn}l7jSzgRaH4&DoIJLDlv|+bVRkMx|>Q<($$R#~?H=CBWNi1hJ^Ch`fj!vQ9p%qR#
zRTcYeLd*NK#DINj;pZo_fB%||`b&{mfdc+h`$55;@{$O{Thqv`sgXJUp^ad?P~$^|
z`&R}xoo2VSrD^GBP6H>OZJf!co*mFt<0strd)(yi@d1f&Khi3=%!gj==a|yYV%AKI
z4SuFkDT;WVXeCE(B|n#wV@g^BN$vQDI*gYgqo6!T=wbT$g$481D)sm~jb#q9tKi#z
zw(qfNqn-HUw%@<#=(tQbQt(0;&*chI*mzRSiKNwLCLQI6&1xFxhQj5W=Qf}`mjOqa
zSy|DGi;H-niGBYET1y(;Vt=?_BOxYuMA;|5PVC$;YRhJbd21s>j*(2)l$9#a4I-u#
z!VeukP9`@A$%?(AMl1jP`s=~j^b95)Y%=|S(I3}5ZGP&h!zc+cUj5+G(IJdDA~c(u
zCuFW>vpa4iiSkofTlt~dsi*rbysgh74tsxE^S*JvyM_xof~po4fd<QeoGt&94Qast
zX!1|Hy1FdPq2tYBU<eCI;SgZ;A7LehwzsFO)NXl*Ax?FR%|3T{lV}?B@`nN-z%(>3
z0O1e3sOb}MEP+tLOZ-P~(4SJc{?D$555Lp6E(0x2Oe|hfNfEWhGk9EXiw<>)4p5NP
zPZ)mw+;p^jc=y5C8t~4Ch*Kf81sF^sU?uYZIb2WmqVz3X^@R|JiPy;Zz-u0sC?fL_
z24%WAF1dyDm6)W}$M`$<jDsy|3qFAJxnJfUU^V;qi&g<aMLwzlAfdH2czG@0Kh)|l
zzW_9ieE^Gkk6*wXKkn?+)V}ihWAq3)2_=L$W!u;IOAAnspw7tRH~pfqJKJPiaE$E6
z!Fgl+(tn5)?sJEVT4?w?^mX=(R<-)MRH;;G|IcitA{*p3vxZdJ_hGES^bmh|e;S6!
zIavJ*sS0i-i~Dz;^Cx7~?J6}8C_&>?<mJr~61fJLEFymWbJ{iEzCpZDtVh#d19Rns
z!Q(Y^#;BK)hl<j4FE@PsYD8pS2nehn?JkCkP|tc}<lOU@ZxZHc&Pr<j7p`Mt(SYzh
zjO;9CX6ZHTn;F`w7OzVU_ZPFafsh{aK0h}DEl+P?3=6-0a~90zMb@zGS?lrF-5p+m
z_&pP_G#Q?}^=jWyOXG2|SR0GV-Z}65-)1A~{AsG}p`H7~{!Nk@x}e|(KUVbsM>%PI
zew7{{pE}=fKOTKlS{H#1gU89BYH_%G8^7qQF8Pzjw=Vh*V~0%1(i3;-LX7FERo6K}
z=j)%rO?7&g?{$u_5_Hk}t;Is7GoDq1G&gH&rc?u6B*YdBS(2Ea2VSPvZ_3tjB}){e
z^(&MzEGY(^DcSboK2_qOMqsWPF~4cc_B8KhoMyh25Mb0QjW~;D??DX|*wYpQDbSd|
zEI0mR7h!QDEZ@&-gIKfv@lE*^_I2k(2T$3BR|N$xr>gVsYE>9k&G*>fEGlkbg()M$
zLNlenu?yf+R|{=0x%u2tFX2^OO+J_g>NJpVeCMrq3ETGIGz)KeG}Rq16*#8LV+>mu
zJ1|pq`<$Og@N6ZaTj&!Ci%MN*rZgD7T+W#B`!*VQ@f1D*ya-S`xK>E`<D1F&NLq{}
z_j4_CRr>k;y8^{d*Y01lgmqjtCMXR&UAWA5n9jX@daBN|W$X9&`12cjJ~A15v)^*G
zooHfUnt9z~eaE*iYu+Tbq?$uWNN5+|f#k)<$A@&F=&hecsEp~KMbONr7LC^x=g0Zg
zUNn>NnvrzAx-;I+hkQoD4z@bB+>!i+Lkx)<D;UdeJ%kf5MjjPCkLfE#DXW?&K1!!x
zRmqG*a^KTKkHa+W743!|6RHPIw2Z4)eiaMV7gt$0`GeB}x@}DO@}*r(#Q~wx5p=@%
z>YX0<0TnVLcdBw*-~2uPhm(;ROxnuHXewT3o245{{?ZzF)$_GLX`E2*0bY6C$01q7
z<Dni}7m<-Zyi%~KUM28OOsb-LsW{D#UXTB6uC(c@U#`$7X7W8>{>?01HFiknakX-H
zzxMUpOn%jkiP!HW61>zH{CK9s1H;4<TXK7UkH7s#pO9P)5N>J_ZFa?<#OPS_4WY$b
zVZt`L!>c6x$85H)koj<zPM%DSY3tEAIHMHfxH?=*`06m3m^K=@Eej!o>lOF}_?+QK
z6JCiZKIfN7jZAm^_c#+)6+9tXTw3*$ADM=`Uv7$GSsA*m?JDvSQ~VVc%OrDYN*&$l
z^hd3R#xVF)d00o!Or!bHLTGX$BV1V)pf`C^Xegt$GVW5(f!Dti{OpW^W70@S%r-Rd
zbI5X-{G@1zweK6+Y|jrdTZ={krX^zKWhDxcvbA3CQ-_Ee;4MzLDkLM~4s_^W_!jY1
zUqi{R?KwYI%)zNN59yTZmEEH6mB9T!tKg)Ah$Rw*g=5%;E~e-5We!{{9x!<TAx!MJ
zXini3Bso5}88LxNG%zv>BkPP_`%r_|-amn9Z~u|r$~)t8<tx(}Cr?uV!aKdo-=i$T
z#`=6=!ug7rsHoSFS|cxR*?FmlFX7eZ_2>MeofYl8SR;v&9=FQ&f5Vf;P;xm?)nx@!
zWsDZTjLv0qPPfGjN^~|D@qZrpRei?SZ)08%b&m2w&QsZ#pjZOVg|mcS?hVYmLDkzH
z>n5kZGIT35e>SK<0PN_@92~u_d^s9lJjUQ28Xi%9;s590(<HO%=@HCrFPimDoB3`1
zxaMd5|Jb_DfTohJ9oJRgwPB$t0<KsoBGPNH0fK@8f^;O(n}F2NTtz^dN|TNv(uoL!
z8e$<tdJBY_2mwNmv;+v{n+t9czx!j~?7rMP_s+~Y=Q+=FW`=(xhxN&2;Uig^Z!fRw
z=^3kWL-#mao8#6;-p$Pxmv4#S&+mGA{ptF9HsoMuW?m3PWCnZ5%xtiYF+5UcCqevG
z;cwR90sh7xs;ZI!c>TEhZ$S?Ri*Qn?2SWzCe)ZB12wLX8JQ*P6MQqGMJgg>S0lvgU
z$nn_PKI0!XDl7yu4eG8To!6<xQB89tf727te*~9*pRB7FKX9KZGD^x|<#x3J$y-ce
zw)G4^Ch@0FD}i9MYwtOz5B$ULGQ0)KQ=iMgFj+;^t5K-LK4-haM#@z9o$!*2e>2IO
zkA=15YFWM;tiV#l@8DH;@jL^;!%iCAJu>5l=f@iyu^p<Ynp<0xg|7@O8jv4os1Ywo
z=H=#I8$hYu0AZujA=i6mz}BQhR!5pt$Jt+iE|1wvAlgQ){u~*J0ol!4ME{F~=5~SZ
zl&G!`*M_<9H3c?~zYhzX>E+3ha4dw(<iA&*)IXC%H>SzqSdPvGXsV*|*^RxEcSXUc
zQbv3tXZl=p2U}jt-!$3PuemaDA{yY;4gc~=$i%yJs-O;Ka3l>0@Ryb{c(}h|{3{T+
z0-~iJ)Wb(r+=oUG(etYG2ry?xg{Jyik`(?Ow~co(t=O14qsv0{Ja(MY)q1LXJCe-o
zn0dWEKSmHq&2DY|T#TBC#-nAGXbE6;3~nUQAd0I2uOlK^5@k(Jn^xgJS1>Ho?;DxP
z@FM+Op$!69L$fe`aq(*mrT_ffJcgIveb2@m7W^6b(j=PtNIfpWWPEgG_XA{aU!Ue=
zJm<|#H<<-8<%R|`WfKr1u687=U|z1KwJfrBRkbA_CRXJyoYtJ!m({u<YyR7*it-uF
z#zATB{fT3V>DyV1nB_^o^|U<-v@zCo%zeS6VTBYHvMecUOh?-ZuhA%@3MGWOXWrNx
zG{AIM^KJH+f<|hQs1miIQ3yBmb_42-J^}IhuA!mzSbU@Wi;nQ(_H9|Z7s*jwFU#sA
zpDK}wGMx=uUxP10T?1FZ#}rL+ajCV-NiR&|2m7!r($~jwC{*8p2!MTDz`9$T@H+z0
z{VP7h9+(1seEgBL!n)xA&J@n;n_Xb->?{T_Ny#yCAN6jPv$NXusS(<QtFlD<9`FY1
z;0>~D9QTr}{{4RFmwyzLGtkz;iEqOX9!wGf4SRIg(`)t!M<J}O#g&wvqQyDxXI&8E
z)Xm@+yoH;|RWoPnqUU#ar@!LV-AHGX-rEwb8g7`FnDyGghuq3}7gXtiU<!R@aol38
zio$<;I$-LJvScSY1v*pXUHCTQ5tOEJwl*5u08;tICqH^J7~sfc<5Id$%<6Lp_N`J!
zP-AdayV`0uQmRZx^}e4!1yuKcC}+QNrP~fA%<W-iK#XnnOU*0Lsbm^4YW!9)c+t2$
zABrlA0I&gk3$TjL$|_RVQ?K;W-7f9%2}aLqjc^2rsyZGE;&e^Jq~=w^bYQMvvOQY)
zgZJ=|>$=^s9JvhA!q63fM%<pxMn@Wu9!QY>XCr>kvGNn4+~EpFGGDN_;%A5Jzb3jF
z`GkzLfWZox7jx|>1Z2xuZjVe0JuruKK$iF_!QffP-g@M{ikh0I2;Tves-0w=m4KRc
zJqK?%z@Rxi<i%!v1eZ-TMdE1M9OOa3aBt%6bl`%){We*=&MriRX#b0a(dbDQRlBV0
zo_)p>?;PhX-X}RZiv8SKAKelakbj1gTwVHIvf1#R0+IIab`?bQ-~y_GZw-G2djN%;
z;*M+lqgO;u?%~vg(zOo@HL{*UNv_3myiArGV9>w=%f$4KhQ-C<^5@~`Hr?*J%6Wx|
z8zA)k_c~qz;yK7l85!ZNt~3wk%;G3M8K9edQQ!__e*2@b@jR}2QDrmDQ;V#4CL(J)
z70{&lqXze%M=3fa$%wMy!{<$cr?}nwI4zrvp{H~kL0O2+IOj<**%DUDMrxeO2i&2V
z7l=`Noz=JIAh5E9hO&)tn}s;(L`{;c5pAxFlG$lk2qlBi`v7CU50W>~^4Ij>;MP~k
zdVt$V{K4J)^FDwH%*)TiwcPS^$XkbEfcGRL1-#LT6K^iav5G#^UhbJ}(46e~JB8CM
zxEmC(Gz_SRvNc2Nzg5E@k2}s7p~fO0$}9A~F$l_wLmA1ywVgO&=4~hC`uiaP4dM9(
zaQre5ZhAg`R2=``P~z6i66QQM-@V6aK0iSVuk!8|XJ~P8@m&K04elM_DNfb^Gab^`
zHw=F9;`QbvFM0YDI2OHMxP-6iS{WIGi><4mdt4{G9!Y`t>bf@wa%*=14fOcQ&RuL{
z&}&cL|Nrg<QM2pC+W7*X)rsk#2*1HNg2?fwfq|M(yn%f!?&w$`9Q-PM>gR=LAilSW
zQqSWCdg<@NUl3LqWcHM0LSYs{aqr%%4Nd3MH)b2G=z6fw%urU=VjkI7@VxP>VDe&E
za}AW!sz6Ww&t=c-2N;57y<wdT@>{dfO9ZEvM+NrdS1Jc@wRugtG~+WA=5QXf^Gl13
z>nnH1rB1&8@PYmD6&nap!rVSw9*4bU6vCOiW+r%-?XKqH@$i`&eeUGf9!vF%^nW%d
z{Ly4fjK<1R+2WGl0=~f3?BsMMH3er0UsLqPB}t}-M>h<7k*qFkHV*G~=uH5%C*u`Z
z8gVerMflp)YR5G?V&*2<!;y9O?wicobhSb!a8k)8O3vRGu@^TxYqOVyB|ZGIx?U?E
zl%Vo38MJ3XL9(>U+mE)8g74E-8$r$pm<<up3RaZY@awAckVhZ(5e7@0MnbX>EqLGM
zj4BaeA16)>?n6~vd1TL9?(KQrp-UDpA>ea{^sPT|78a^yA)X_27J_;mu_6xTPP$-=
zr)o*RIo<T|E$01R$ekB{0O=Nit4eUgH7l$LWl>JLlLZ{Ynti6hQ(Exg*kwuq?VS<e
zWe$<oOH5*A_Ww~i-)7kN;PIxTe+xPKILOG3X_={Az3M$t;(G_M?1RX4x~-P-&+Zh~
z6=Se}Iy^l+dU2e&A15%45qC`-a=@-W^;nLBc&rGv-H&IMiKHVyDu5QFs&NPYe%>fP
zjLR`mWiwLRo0*B#fv5<+FhKpr@{0($gS^Wv8L}ec+#lY*KcrSKFhgNkC1<6z{Pp_v
zqeYJO!34AQwOYdMAEW)_e^kDm@tb9UjZ95cxzo-VRbAxRUOzD-PoAS`DUUq^!y~d*
z3txJgjo7|@yODZfVQEBpnjGf9p1Jy&HO8vf_*tJc67zD2QMnjL;Qpx}Q5?M6$q|cK
zP5g1ZjHVfr3%k_4I0Yu?nRoBLtdvd3nXE4`s*$9*x(y@#&kL!1TVI5)A9sC{OmB@)
zcp-CHw?iOD&f|f*_gFxV6X0%)ZWM`vS5QM;a$islo*J%qaiU>%Y2m>${0$QT4vgyt
z;qPm~uL*;HQ#p;Tqy`ZopCYrfCBqn;&*xBj@5H8uEN;6mVqv-Q!oQ?)icS44&7T(Q
z@g|_>N3~*wn{hWKHwY|$^&WBQqlKbiMm~qw`2Tze_<5Xayf*7IL(l@_30o#K%$wb~
z5&9$INQj6W9kxD&ei;6X1N>SBs3Laun2no&ZUSZS&;1Tl_(Vk0s$-gNZ;dE0AJYd9
zj(3V*|LqSC8h8c&Ca4?A%F>~301luC<-PFY?3Ax*eSs<$mB3{yCTudo_<8;-Vy)dG
z>?Ik4I#oKwtAv9F3~kA}(xjBvM8*lSbA7VMnwl=9B@d~oJf<c)pwJ_wlNHCz>{fs5
z+crV_qhCx+?A2ysKmu|EKs%d8P;sSW8FuQ;+6jj=T%*_Ah@QY6Y&7qEy$e5QDaUDE
z_QDP^rxNl)X%CgBdpIoBO@I*hRlPJK+x+Wzx!~I_3OS5O*eJuef6qOOvwd^g^Jo=q
z*Yk$@=Reo-oeE~&RC~CT^U#PClK>{e=(cIT^0Bt`vMvl#aC5jZwbw!4cZQ!W==a!7
z9LaEsMkzQ?rPxq)E8dY@!>SykP`6|B=OpJu@A#V7UMeA(Ig0N2RNRymi_wC+q!lQ^
zl?7Znmn$?K*Sv`0b91^s$}s<V4@FdVF}$QTc~FqvDp5f$pN+4Z`_SXqAL>TGRZ@X1
zXH$-tjA+lukdc5dOg&*{-j=*nK{RjOSCHi3Z$V!ynT>CBGk!QO?iQbw<va<$5VyH2
zN3XUDcdA|jhoAt5ux;2KgVY>XBWuQXVwK~&@5OP_6Jf>94gwl~=9E0>YYG%CZpvZE
zHV;}lh-nB-HFS@sEIqX$7B9~^Hni6@L;UG~uB?t;JlAa>VTTG$+9&&kh2HLv{^_-G
zo&E=3JSrbrOU!v%YoJKVQ*MU|75UELZsmXWEcu94;IYxfhVr>LNz;ENjjRwJ_IcGO
zZ`yR%J8mtr-X^o2n#)F##V-pF?|HJo?!YB9Zt()sdTdJ0$zImW{vf&|L;PpSQc-w(
z*yqDkl)Q!Bf$nMJNw;SE4uBQ#Bk#m9Uc4O>r$-5{N#jpPt9jNfsF^EeUc>Uo1LlMc
z!&aGRHrxQrG{Nmguzk84$MFfH*kP@&Jq7*OIvhBvJKH9kTdlyh&}8K^BX)O6LLz@Q
zSpTHgoyJ2`QAX%&ZGNS)$^+?|1qjrqrjBVcCU?E*T~`UY&erYC+=(3G=r!R)Vf+kb
zmnP(Rpcd_d?a#0)Nba`NV(Wf)zPZ2Bzk8aNI$N$3@+O+<u%-|Kr{s><F&4HoIc;s3
z@-T*(XHctC#!*317!%|!n;3z}3<y7kH?Zi94mSnrAlZ7#^81OSceJ$HoxXpY-ss{~
z;k`gD2v-c>_iq350R0gAF!lkN0+rZ~#HogMt4AMVfYh4Lw4`*o&6zJT9nD)MCZtOc
z8N$DBv3*i;A=#^fpYf-=i^=Q@K1n>_HY?~}lY&!gMtx1>0oMKlVGrL>Qu`-nTMQoD
zvypKqx88J{qkFb*KWJ+^0o<P!ptXB$_pE+&4Y5mr!@A^jrYiM`_P)D2YCIdg-?!Ms
z)D`HASWDKAc#emOYfdc)_%#;;qNurX&>ebXg|PQM<Rl%JE$_xtToEWaA?-D=(A&Q!
zr8rI5AsoKC*v_4hGU+;}U{jKi+UgpO!X`0aAEy10S7{;8ZHrMVo{RShOR@q28j$Zc
zLqpXCX}!>~v49O1!0K#e3jWWzXG660N9zY76qdVlGwjvISx(M=r4^NUe~-nAlID_i
zH+}WLMl$cuSRn*bTK!gllCVrl!_M8kdbN^jgc@D6?Pk<lG_o4y=jGv9R=)X#nk;>D
zcl)!o>6?P8M#LrR{N-)a3?DKIhgzv~hj3uo+$wzb_2M^SUnIyG6eE@b*GJtct2E@5
z%1LvimU3;iQi(N>3<q|7*E+)cJK0xxoU?ZZJ2WkF4fEdPX9o(7Z?Xa*K!?}~^!Vnn
zr=!BqnDBuYS0ukm6jXv}uD#CL&t(*^uHtYyDN%QzahkJdTsP3OKrqW^r~}PEugCV6
zvndg~7$T28XCkZS*&QNxQ8Q?GxC5|qs@&#yCth>D5Qm`3z6ekEnZX-<MUJ`~c~6U^
zTkNyj=LHJVMZMlsOHAOfg4DtbWq0bx*Cma6Q>6dxN$8hn6vO9p|MS=sN|P*D1pr?)
zJ0@EWca7r4`$Q#8t;u;ZeTF(*nvKF^xqA{e+~0gyt)|GkdMMgzJ<j@hrho_byAWR_
zP#WR@B!c;T3u!hAHemSyNS14chODCM=YCAouS!efd_*4;TJXJvCVR2w8joU1vgVdf
zEi#j3zRgK8u_YJ!v=J+qi;otCv2$gRz&Z7GB^|RN;4J-Dz^SE+l{;ql=YU1)>+?tF
zW2sdhr;Hb}V>fZXPa05~+BL8sNs~^mme`doRMg3QkltAqHex-pQO)*m|M*)JebDf_
zB8!WoUw3pJ%1@wVWf)I>?d#Zm-!{6gQ?{g4uF?A@-KO6%LA=+X#j0;Lo~2pd?^G2i
z?*nNLc+e<Udac<F4WPeYQV0G)(Tg3NfAZhU-=W?)rSPx%PS)Lz3o0uCCoOv;V_KBq
zP?ZEX3E%$1nfh1V=4VSY)G<@DJX>IH;QeY#uRqjJ^J&bR_C#yQm=W_^UnLpc;O5f;
zo%6<f>HaupSx1w6Bn~s;+uyCD+i7N{f`LS?hxH&ct!r1c8w-UJl-pIyUx6TElq)pl
z`>n^7-DB&E_Eaj%d{!8nDyL3Ao>@Fh1&f~*5(Td;&DNfsk}nv(E8fx6EA_6_jhfZr
z`OO!Sak{{f@|?ptpoP7s&_0>7=MZ^vuDPAA?2ooQd&;VaR_5FQ9$rRGemql#UD0ei
z)Z0b^B_~#r;dj{kB={@)<zk(CNw+3=><QrUjS+xp1U$6_c#^-vQ6Ogr1VHKVIRSZ}
zvlBbI>#mvXsrqk611l8J7kb~gEY5UFnHQ)U@7zfITtmxy&b`hPEWC5S7ui!rTwe9<
z&uU6So|`URt=SBrU%#4;!zORAyKZ@D!G|ui4?b-sXv^lih8P*Z8J~{opeGAXi!&yg
z+^75003Wc)AoO+;way$z{Q_y9UoAWpJ)9Hq@Xwp;=c1p<8{9YOL7LSwp4r^9^jsc`
z9i;b0LyCrC$v&V*D;l$D?lNVnR`7PszOEl(v61k5phfFbn$u1|&B|zqY?%}B1qI4w
zojg<v#`Tg}FZy*8nys-5awS5;_fHbN6A{;_SLN-jwry%;w!6{1XrU?ZSk4_&13ia|
zC7JY+{&u@Ri;W+z&CZJo*Zh+qq|%@wCq-jW1r_WSk{gZ4OYEJLX7}9EF*;&BX?=AH
zV-`&X8eTcX%H;>%i*TRQ?T31UmWK;|+*M~Qn-hn;j@owcps;abun*JihkaUty~ux?
zwYjiS%KzUHOl3}&+nRW<jRDUClP(5g0Mzb$#=wiqf{+@2Y5y;Bw!eZn*kh-@ez%an
zU0!}Z?$)I|Xy(7Y6@M(u*%NZdUv0o~2|r!)S;Q(jeX%+v325D4<Depne=@3N%`ENE
zF_19aM*-%)SF37SCCUwc01Tm_du0*xQ8|$y1DpaEr2~k&TEbgKqy_tdbjHYj+J@M3
z2Ge0c_7?LUCa>ywPbE~Hh+I-dYFq`j1f-^3InwmqVGjXB(Ytoc&f=PWlx!~*zHZj%
zgb&-y<xTjbYu-TafF9K~ZJNO0#U)hLDNC9J?g;a`b4xvuqF=pN%ERFTuZ?CQwyRkI
zc`mYyU(FKOmH;606}stni#-##)5Md?O%l$%cEe7CvN=!|<Jl|(8dRLl1M&3RH^q$*
z8JBo0Y_{l-!3W7-YOP?;n_gc*Qp%|LcDCVe&&=5BFZ(7bh_fk&PlCRLIosz-9TSDp
zG#E_Y3Q8b=XMmkT%W9+K_T?Ifhh@b4Jd<EoAG)PH6maQ1<AW(#Y2=$}CHpxWxIC<Q
zjwVf<!#66OnI^i8Jj71l5U!HqlI$-M08aO7F<_<c8tXx1{^+I1bh9WFf59mvr1x`o
zuv<zB4>|DA0)G3un*7Ju`zuXGI!x|!EEV-#{gM*SyI4g$<+%zx5V6W3!yjG5xY{@|
z9`@oXunBNj093#=M5?Y<0s2A)fD!YlwY6s6Ga<Sl)eem6a=uxd5pjp7cV%HjB;?~y
zvkUAu(?M5tv`BgAla}UpNB)9nA!mhKnA_@tWNZUkUnb|H8@1K;xgY2z5d{&bu4ae?
zYKH^`^WSc?13A=L?{Utd7RV`ibA?nTq*!eUnJx8`kyWIMsu=+acBP4`iMI;=tv4y7
z|2KW$n7|JF0aDJ8J_g1$8j!^%fQN&6D*d07QPWJ#;HZ4?fuCPIl}lo`P`xg1+4O`y
zwdagczbwgDPGPwKz<qz)K9npG;MKv=+klK~v6h_Vj^Hqf-yDMUw!51V@K^gZ#q)z;
zQ|>1b-WuQ9db!Wz%hk#URei-oK@d^$ChB7~(Beum#k=3t#<ph&R~xwl3-?!-Eyc1@
zD;CM*ZT?9Jz+C6YM0dT!fEZ?H0<tgzb{k2*%nwUrW)P^*C|=@6&E4CgIktr6(yvR_
zD~#1tP4!NPDD$q`t)Sq`k{1&Sy_be!KJ<kB)$N9th@vNF>ggCbhIWpLr?OF-Fsy+r
zWKhWh#$+ww3}r@(3c*^hmhazh2@3!4K>e>J*zYEI9x@%iD?pV%s*8qv{<$9&{U!*I
zZ!FX(FOaNU3tz;UEK}^GyL1G?^K?)5PItMX(nT;ki)>w8<#z{s0x{?~!$G=K_TBj#
z8&fUw(IdhiU-<+!*R=fmY`|{rt)4;b8k{*}tirvc>ovsd6NjvT(Y9~^*6qZ3s3t2l
z1o9YM8bTA-l6AJs8*N0&Lq}#ltrEUACF~~$YOtO#qjlt$hL)s!?Lf&Acn(mG%v?cn
zBEUAwL5F&|^L072k>Xnx2|YJPO)F1#81_E|g!r|k@ymdqvl~A<A7qRX_7c~{B3EYS
zoSNk!y2!suWYd~pK39L?)*m!7d}+3n$Jpgyf`~u&DEP3T3YrdJUizI){mvP`;@`AA
zP{;Pi*R+lC2Y}Kb`G5|9GOlDt9!K|F=gMeEh566ruS!>CypzPt2n?<-m#wp_spW`V
zyci|3U%q<vIv>ZocL<1{6M>~V9`jtPlJcQnKGp|FxgD@kk;8}ifb7T$6&|EL=To(F
zFRcsc2}5+So2ymuS|M|LDjPSs<$s&g{-9f4;?r9~;=nE$_#IrID*?!m6?E)jSSsTf
zyd1uU1z^X!pUWg!W;d(_aas*`HkJd@*8p{9Wg;7r^NVhp`odu{+5#z|YIpAn2Kl~U
zWOi81r2MEP4H67s%XO_44&m*V0CGZpscpz4y6bWbH0b@tnZ;IHM6~;#jK@fl7ca7!
z%!!wP?I#$`8R3_k%HVU9V9?p9N~$R|?7D!^<>5Hr^p6W_Z->yoDCAS+q2R|X@BGUF
zbA}5&N4WCuw?n`DEyN0W%Uc)ds*+S6`1j?-7rZ`Vr1=_@3U>ha8`5f4{qc1LCPy=_
zm+T8>9Bfn;baKJ_(nGl0(PprZu{YJjmCED*RVYotI?>DOuJ!!Cvgb!Paa2lC(BHKH
zJuF5Mn6|ubz%)&lQB7CI@G0TI)|v=Tqaq#CabAp!^N&|#U2XV%Cutbzjb<7BNLx92
z8I@u?4NruI;)-f|!C4JqfGe8z0^}|e#{MJ$^X^Ca`9B}&A2k{6&>XSSk}$~OI}-sY
zWBh%e=2H0FJ#$Z?-8=4_hPBwEJUi@XYBk_c`qY9@jZE7tI+sQaXK3iX-BRzA`U1Fk
zlvhXnAj|sq8^CJ*=d(lGWvtC`vVVhApHD|(XJb4jg`o@vnlNWVpj_{ifvO#|#f|;R
zgpuV7XhFq)uF<F;#o=vJ%mM7&yTt&L<;X>FXwcjR=^PpRk67am4-aL_960{_@8(*6
zTHk89bm`!Zt4b=j+;-kN!1loK{k}}z%+P1mJjagUxh36Ns-vB_4G(a1KEL|$lH$kT
z#hy=Je)<07>guP5x!Tz|IoUZ(f-{-ep_@&btD?%?87rA=H<r`G`d)BlJ;ardN+qo7
zHDM;!?7Ty0i)xcgZ>9i!;~yjDbXi$$b-o;!p1(|FEq_5eT}EqHD*a+N>85Y6?7Uj{
zYYMJL%}DaC_O^UKp)GnXXPD-Cqf0U3%1TLFN5VyOvxbD;!@9<<YKae4NLiHUD#boK
zrkgt-^xCu3*cz{{Kn8A(F(u|vnksmMITV0Xz75)a(S0LWs5qk<{Rb=4eBuGtpL>j>
zFzpCK&E!A*34W#?iUtj(9pRcPzIx2B&)8|cz$8raSb_3G*PALpBdD3>aq*L=0u>zt
z9{4yW<fnut#F?~1aOM&(gz35NUyP*8;DO0LKHZ+YwP+n2pe!TPLuqI?ImqER!jY8*
za~&Pa=)_eAb3<{v-fJeg7nc{ps|pN0ldn0ZEB_{VPTJPuOBiQsjtR!L&xgo2Lxsa*
zWOm<D*2&Z7?w%ZizCYddVG+JMI0+n@(hiz{x!wm`q`UqeANmU!o+`+@^!@eBz#IzT
zxJ*7t@`~alhOvL+U3%S9sJJjJMi>eT@vr`$dz(F*=DX}m><5+MRidt}sp@?X+fyi~
zgu4~MEmoepxWBI~wl+^gFeH=D-rgQmU)}#DSAv-%sj~ElX1^I?f!Bf-)Ft2YD|mvb
za4>Y>V}=|1ybAA@&C<YDl&0fnVTwtd$L3wO6{r8wDQA1%UQe2-VpN@OS|4QrlF%V8
z{#si{N43P?!C^#Q)O6WuM@K+`?1iPO7ZrD-w18=C!KMDsDp$;#LoAc^c(K^AX7Dn9
z^!qUQX8z)^O9EE;-ETkqp}IG9ml}i*#=k-*TK!K96zKjuiC~I21#i;C;9-unlgZw*
zafI9cR~;}5pFC>S+#q#n5iVLn669H$pcMFGKFEL#W)h~Jt*waz9qek&+iH55tepsZ
z`)}7KOVgM?n?vfIo3C1cY~wX$-|Sml%1YkT{_f_pc5;=8_u%K0P-ai@kiwgHJ-sJ-
z#wnuKa#bacRZEY$khCehH#aQR8ysEYLa8D5$AWLUwd+H7t;mJc>X@FfV<Fd@<r&YV
z7=2f2%xr2}02{&+Yv{aLRsElDQ;g#=^1L_xzgnY;@6f*K<NJ`O)!X9t%Y5H46PZHd
z#+DCg%sg9lQ{~R!pH6F)UVeqD7S~OADWlX6Ht<|<s@3&7j9u)IcbeX{KNxIeI6-((
zL&(09gIJzF2PF@lBq{d@srAF~XRF3&1T@%Y-FCWr_vS)Y(Dth}wUjE%4qTzUSua&s
zW`f$3&r$~EcGnu><OM+b-`3sD<0xxSE?v}8uAyQ*u6Tc|q~Sj*x{$d1)|rta_J!A>
zHg{OqiHLV9EZtaHrGYAw-(V*@`}^5eZ!RPMXuI``7^IzNJNrax{YzlYic3|b%x;QZ
z>t~#ZyRpVNr>k`hyB4LL10zDZP;y3Hb~PKEvXFp)OfNTnxt}&2fuZ+6mXR7H$wN9!
zUY>?*9u{m~XmpbqG4cHAFBWF1J<^cOChuZ_8`kXuv5R6=+cw-PYN-Pnv!`Lu5jp3P
zTDc}zg>dNsTPNlq(9g5uxEw2mjn_U<p{$#ACSG^y==xj;9O7C}N?<AkcJAziR%-n!
zbA|TASyrCNXVT2U_V5w!KwsY7=*zs1Xy`~(r#5V*Sk-(Pg7PfKF|3eOa+b$uKA2FT
zG&K$UtdV;^#EYc{H8s&aNc#<{``4L7$nie;(49X@GXchP^H&^r!3H>m8JdssRoaRp
zUbHz^gF8?JZ8b3XN)~m-HT3DrMmOAF5xhK(zU>M#DB6;R_m}|Ix(jJO)njSaHq>Ng
zYpVwE8)waRJoaRj^B4`13l7y;RG68X+K+Soe};Lpp-<*8^gO3E<#kzC)|#%D>Gf%r
zO}PY-qiu=(CBgMrU(Fk|>1P!66|cU<UMA?$uDlWjP9(;I3EYwYAvf=7_L)&c4&r#p
zX;)U*@fUV(&hspbdj37X_9>wO&RdSWF*+IK=tm7F+~(v{i_Hs?E@bNpS28d#IJWdu
zo?>gF@Tc!QMV1okZhV*p{!)!Q#|~RHqftPsl7&Vs^xG2z{aJl}`6<xBpf$9>&ZsWU
zE5Ev~_~nmGmT*U*O8Mz><_pl+_7L{-;bn7PAWz(_m7yLQk?3xfxRAfyY>kOM%&|@s
z9?Z(<Ob-`-ldh&yJ=xt0p}^2@cbHSG*zy_D-Ho^oJO1c;qzonNOv-g&f^UBDxtUqv
z;q=l)cz7to?>q8Eecny(z@r8q9(v9<#6`;}X?1&M2vN99q($7kNug5HZ&CPl!*x92
z#nWPk{$(p$Bwb+_Y#elj!7=BSJ%d<3XG_THPdqN4%=#0%?`P=>oCxgz9L3BF7Ve`o
z1>1XjZR)L#{?nn+M9|fS^y0%5h9vwzM%7fE$M;WnviR)H#@g6KGAw(c(Ywe!SHpp0
zBlc}9Y`OW%k`CB~(_SMD&mOaQ`5G?Pro0Qk944q=DmBtHah*FY%k^gR0cs`f<Kovc
zR0xaTe4x{(zf!8>i#0OBi$4kbd1_2DXSt!sP)88=ygUzV7rV5&3Ps?SZ&6(rb8ozJ
zPeVDQvL4!%F4Y_Ty=3%<e?4wuG1ATDbH};=feUMbZRwJLULo5tWP`EDh4&J^v+Wg{
z%CC3E2paJKe{k(|Z$+!_x#2{EaSu>((`mP}*Ph57>pf7qm=Qa9;7rw6+aif2=3O}J
z!Gk5>pq0sDqKlHavPI3x?WB}A5x+E)8I{HT7+BTbtKsA6JtH8w;U8K$V`R29z7=(a
zjcc85=PENK2jO?)1-R=|TuQ-L{d9qoBjseBSxlq`3(SbaT-M<$)GzWQyb80guTUB@
zjM)n<%n^)!^mXn)ejy|DiIE0h^hXKFTP@db4Rt-h?}>=!f6p!BSc=d4*0F2yD08Yp
z%X>{tvif?4;Zds3_vc+;-bCI9T&XMATKnE*<qj9Zn~xGD&Y#}n>%b;6d8ZS`o^hke
za_quOYLg;haGhZOPGU})mU2r&q9WEWmv1Yf<XvI$SF+ml0*ZcmbJ$0Z+s6%3PODD_
zHLnsyoTfeDLCR~(9^+El)<2y2HDai?M6XRiQAfN~0Uyb8WUb)aUu90M8K?-BBtIj$
znQARcG9|`<Clt8!s__YYwu+9l5G-^uw4ENZzTAd_CP9s!L@(R+?Y2NPx_-7G{j_Q{
zK}X*-XMW2<8cvP4ILlZ;EVp%K+noNL)1uPL><uA)KGfm@i^ldW%B_G?YO%`AiF)Em
zg>7JsgfJ$l%=NSaa;DYk>!%7_E$C~qp$8IFHHY^u!`E@^HEXDz^zjJ+p@h6UV^epd
zslO@mb=%Ziw<b+Jt5{pyaLY~v@Gp-Z6$8X^66B=X=ZPF~H&BE6KX+8>>mi=13l~M3
zbqoz&bGs)VoI|pNijtjf<{FeJxE|ww|FHYnE71z{4m4lwzIiYyduMUQxJtVeYR#Qk
z%sHI}RPbT-H6=kkw3%V2QTct(29i&Llb-F#xFd6t-oy2IhVKVTL8Dz=dNhwa-m~rN
zpfDVEA$$Xvyg%&<&hNGyhdnnjPB5`ZsGWDXxP|Sx75qZgLRmD~Pj0=kp`lRn2$h#k
zLNcXhzsgf48Ge$WBSBryMWIa#KC&Pe&E7VWlHg|#%%|2PXKd0gqFvonukxOQhWE;6
zUS*^*as}(MKim#&d!y5!aAa&W{-Q`vZ*R^0wae+MR(tTfQ&=P=v^{eA*!{tV_!Et0
zz4jlRCZ<?$A&kEBuE$`e#~!+C+%{8dEXvpq!|jdk9&z^Js@n=O`9(A@P2J6pLoR;a
zXO6ZTZy`?cG<WCAR;@&n!9vBjA4VQ#6Rx_)PC5RJWJ}5G26VK20gkZ9*r8ng2Y#9@
zBgyxUH{}Bvzr65R+=N=gMFS@yOqPkKlpO7dYS|B3);ZsG%VG~KZ&aSv1z)2SVj<+o
zc?P5icRNr3^npb={ha*yTe4KnJm=kZfvOgwqRpgHr&BK4&OBU5qO1v<d;fxpA%k46
zseJGEO`qG&-qo26D~X#b!@D^x3_Cuf)9F&v)hPT;N%*byCBK<^q}jUev}U_>ps4o6
z1jy~+I~ufZ4hX@-3dj1j%orR^p(bm~8jype90w5i(Y8})f)W_=E!Qoz;g~x1<g`$?
z6(f&N15V3v#A-rTB=qz|nf+hx7CmrkNFr)2EbO+zYk*j?Qa^*l-&?Ol8ZOe{A@%vC
z=bBc({V9S7$x2IRCL`C_Wv9f_cAit#xht0w$_}%cXaHub)m+JMJTuFkmX{|44dq@}
z%ZfKx6Oc8&u8w)*Tvqk<zL%u5#L399{?R2Xwx(FDuMlxd`Vemb`S4Zg`<aR8&TGX1
zbHhAU55Dy5c2e$aZRJTRTg;T2ve&I9oI8x5VM;W(gHJ$XO-)9AeM&8R1X|c5^T({J
z&77KTV3UCBn#yjq2XjQ-a05f&NqFJw3r@uTh-z8#T%*UZuPn|$-P7}-8(LSKOkSfi
zx}0l@j%M`TExT4+7QN?$C}Qn2UMXI9T_&IuR#a{cj#7OD94&-8ore14HNh^jHMb;W
zrFTMTg3BHpBl0-w$}L`X`Gwiip_hj@3org1hg4PNBtKU}BuOL-QB-M*Es;8LB3$Oi
z!4{8Fw}GjH2b~C9^c#s!TJHj@ks20?#ji8J+5QLsa?pIawui$}+f0q3w>X7!!hr*)
zD%M=rJ#baBcf41Ni6r)<!#$KB&$W_$uy`Cmf)NPP{6gu<%fpD-w}9P&`HQrXv8S7u
zEi8kB8oY5bs(11+bTpKLWOAHRzvz{b>~_s?Hl3n{=L~b#W;8>qOMkiuD!Rlci=V0C
zVPFgG@=^vV8juH;|A6<<Hm;GWgC^J^lR+xB^bBb&JclA&zl*<o%`bl)aqN4x5&kSU
z?D=I&OJt(&I5@&HW!)Sgm5-ct7H9AuKgJV8tPcGO$%Zb*)y^z6^KfD2utrXwP9rS;
z0q}&6gsj7qKCrL(2$u12@tY?(B1FN*M{a>oeh>v64r1tV6YLEic10CtD#z{dF~4A*
zMPTp+Rso_DFDUi&^njIQ!N07=g^hm>J)%W{3oG!Gmhv5I(x56o_4>`U2tfJn$;C>c
zK?rlYAqN_y=+!8khM${z?HsKX;W<BVC#yaN^Pi!wF?d*cnL`@TG)Ud{|FlwrF8ts$
zup<!PtB&R8LE5>FO9|Qk+nX=0?DxHA=s8yF)H@hB7}cI1#GLjk8uf%TQ!0SG?7JqF
zu^m=ZzsIegU!vDeb7gu2o&i#?&==qYbFkp~P*T?RTPYXgNMDDSC8T47{VID3KF_Gu
z{4}C4*lu%+WbU#+;l81}Rp2Nn2&)`H+y^z4=H4raK%4>D*W7z%4v!m2(74W>bxKID
zT&@YEx%cp*-G3=OdQ^2gf-PM4qSEl`o0Fl8q=k5o(bsE>C3}2XA#Y4#ChIB_hyLJd
zDjNnTUG~#tQcq8qTQrbIJspPs+PrlqOm1S;lAF^}fl^mGD{$r-m>%O&FvYNa;NakJ
z#mHM`^{02MSq6r)3A}0?Ue4wbkZ>#mIp0rLz(0Q>?|rWWfg2HW51pMVuh((<gx{}w
zKjCYexqw;Iq#oEI>jUQ69t)T4K6fJ65=#0+lq@Tz$|-x+U2m++K854{IOE5sz7`u>
z)Awbhni7Eu14gfmMD}J9zc#!wDKZ7{>C)!&_rewfA&*d?TqRYt*ug~sxJ8Y77vRZ;
zQ)Er~I#_Yx3tJbX^JTp|t5aaN+G`#wB+1&XK<^qSIO*5D2?#+<S0>-Xt3~5=WR<*7
zeU2HWBeRnD$1M5JBGt>p@=Iq&y4Is*iT9^9hYLDDj!`^U^94BwXb4^bp4xOU?1V1h
z%?E?efP(+WrvV`m7V7@VE^8sGe+&K}K1#dXqX`7UJfUl7Ye6ua0IVNnxUzkFM+C_}
zO^On|fztrZz#-YcY$~_5*h46InhxWD*-)?0{Or9)5pal0&ny6G)bg%zcSjA%C|LN~
z`5d4N4>?0=`_t_P9a~o3e6+f6k&GE|65mk-kQxipC`+U+*5p1jpqZP?0B{GcZ{MLe
zfDm$i2RhEqn5cMZ8#qg5#U=Ylngp6;Q|K{GZ>KCG7~pggw`&_Y->WoZR*?E4&=vra
z?~B;8$4V`1I7O?G6ZSpV$gSt18_7v&<(sl!ke~0ALly-F6K{h!iPaoLuU<Fdw$+2F
ztnDq{yZ2ZICbReqbM)+Yzxm6wN{fc@g~?I?dia*9tgl<QdHrHFo+YBBYBk$q@rB{I
z)Xl#Q_8O5@Ai8niy!~RGa2~fc$WH2xq`6H4k5IXYYYvW`#P}Gx;1UoE@fm}qhp{{%
zu`B7P=QzMU5P}oH7P-AG7#I<-+zXH#vZ)V#eyPThFV+AQvBPfh^=}XW0N6p<miV3A
z2X1eF11oEOG69$(pQfqonj6WpevyF1{;3Y1i}(2U=uQ?zEbj;UHBT{_(A3+3UKj|3
zFJGyge%=q3P+%}Z>e8Mmi<3BIe0nUI6+`uwg`81`3$a{V2h_b2nx6c@?KHjenDT{V
z1<=&6RHeUJuU1e+-gq`~3;r?9wa2c`FRoZd1iPm!<drfb{BCk*j0tX}FzULdYOAGF
z=)gA_mK0h*qh!h<pOjY|XOh3al$tXl)|@h7+UJ_U@3vN|nr};8!&pU3nT->IXL7h`
zHvvzP`N+=wZ!!zaa<DAz5jck|YH-UeN1PI!o4jq50){WUh7*%l(j!<kJA8PsZ?1~B
zq@R8Z44nB7Ppe1WuWOo6OOL6vIGL{M#5NKh!6x8b(AaRJsJNJon~Z2eJK-eNpJi#C
zu4%>li93`pJ^C=ho&Qln6yaNItE8FDs(bG|Oq;qLvkP}EWyurDY#=z676qsm#dRpG
z{RVt-3+LbXhy5T|I0u)oYyWf29i?gK@LRg?tGxHXY4hSMI|@6XW0mBPT_1Wh5d<Z7
zcU|v=mxl-KGfcQMus+x>#xNi^2&{j@pCIbK=vMZawvnC7CnQ^R=NDU2zJv`o%Ny$1
zXNlNQ@ql06FMYq{B^7)Z@LE_YW53bqnP81IvGbUfcZ(mTci|fHM6WgT@}~(2rh{pD
z0AQeJJiN;;r3EWxfdV-~;yYn`QGmN!{0MRw7r2*^;lodr5U{xYO2J1p7f9p#K$4be
zhAa3IT^p`_Q8wP`mq~i+85=%^KQhnFu863~1t^tgYE=)t6MbtsW*Aub5tRI5Ko*~P
zQF^^jbz*m6os9e26Wy8=gr`vP%v{R4qc^<}ALTk-WF0w}#=ArX=S(OM`cS>ktc{(L
zt?nh4n*cE9_>iP>?L&GEepVl5>LJ{1%PgJ7yVq!-00;pf0P+QQHXsMsGeQaFGxYaX
z=>M40csoRbrwj9Nz)KzU41IBpz=(<f`oi~l$^&h$D_&d!lzf;1JtK3poI}oUqI5pz
zObxx)kw-b@d&eRUHGL%Q3CNMX{AiD6x`oLHR-e&esrLXH20-!Gy>k4YZa~{L0vA{U
z$s4u@zSK@|I@<XUtEMs;i>*AfU&@r2je@T%6jEkUDXfw!%OsD9Bf7XNEDOX7+^`Fz
z)9Rx^5#HZjo#>umD+*vMZBYOuFN|k^?D>yh@yAhP0Q0@SZ%2g*S>6aKBvoAK%ri)l
z(Y&JfgR_hY;$8dB;`IHK@Uf0#Mv-T#cQs2(k>Km8QnZzc!AOo(L5T7VJM<fjV&CM@
zTb<aC4t6y3)B>0ecJl2nG?&%Uj7rZGsnJvpuyok#TCVY`_PEqO#6N)NBpQelxgJs+
zy>^jVwcgE0z!63Z^Y9AyAS$E=h8(N?fFdCt#{uK?v#fH(E_OGsbGon7OrUiu*)5%b
zclquAA){KfjorUGIE{><LM4-&^>PiDu7XzY{evM-y0zc*3-?>jpmutbwwuhYl+JRU
z!6&)PA9D1nA9kYoM09%ZgPGcaHD0)D91S5Z3iGRX3+ZFfwBNl6Q4aq~af>Bk7$k-B
zi(LawJ-w(<B+V#JM&0Od1Q`=V^L4y_jK18BxX1vq6*$Lze^A7F?*!r#c3rG#y^94X
z%*jV1i(&o+1-KC{O0Ih)f75EogeLe@{<mLZ^#7k0)05od51Op>6*$qEST1OG5S+$4
ze?SX@Nal7%-&{$TCshdlFifxaKG+0B`t*K}j`K6`N(_0(`b8c$h}%IL$0ke`0c^fd
z)#~ag$cwRAIXZ?cOo(@1l=&5#zbhV&X&-EJOk@RWqKlzd_suK{A^k_RfeZyqVMNp9
z3{wHhQgG3+$;SkA*W|<DV-rqPqlnPn9@xjxN}AEG>JD<b(AvsJ1k|MYCi{F7u+LJz
z%0gNRa#^AZE;F|aym5+&i~-(ikiKW}b%X(z5o+snZefB+HaHr{En#U$oCNGdNfO%8
za3zb6GG|ixr@{jggKZq9xP5fg3gikR!X)M=TD6u2knVQD&Rzj7cAnAeA__h=IKp>c
zxq$4O@+`s8_qdmr0uPHkAw_26JduAK1?*#xvCpU<m>4F!97f(g$Gp2hMbYafXtH$E
zWG@&OQC$Xw95EM@JqBxof;`Hvsg>|}Wx_4&nd^fH-qm{$sR(Y^-&ZgsT!824J*|iQ
zuK+^ws_AeV8<xa<OZ{LC%e3sZOA2mR_to>B|ICYrVofD8@mdzh(@udjXDJZDDSirF
z?bhoG=C8srMnA&}(u}+8fJpP7TrTxFjr?~lz{Zz^W~QYH#q=*c5UiLO;M{8-7)1^8
z1m}^Bp@I%;REarM4S(t~%W)Y*_X17Twr}6w+~9LsGL&6Jp%5*y^EK~D3IK$`Po^tq
ztzGv58@2F37)Fmme&zfSC&<AN>Wlh)Rg2xoIZNWYi0@1e{FM4G7^_!@fO|NXuZyGi
zxF|d#WqmvuvZzCl)S+uufA(C#sc<>x=2y}#g`nS>TqGg@+H^YcZ_h)&{9j;}s(s8r
zcKZs<36l4qLKdY(k=`>QJyQ!fo^wEfJ9sc71#oR9Wc_Pjxw)r+{#h7NLiY7aTu3Iq
z-FH=!%p|>(np^;b5EK+dr=z9DOpK43ECVaTb(AR4q{+dID#zQEQ=vJ7pLXe{hwp+7
z#ku$Cn$><_6M1gHwYq9Mh{okHBCfy`)4u*Ant*9r4MLPzAU8S)qW+88jgw`z5O0cl
zBN$(|hF2osWT#i`bH;F4*JDQ;Dw>xq<mO{7_lVHe=js;c{nq5{Q=KI2d){(}etIP?
zz(q9lQQgqdgP-^^E0~BBpX3CY8i2_1?|z^8g6JXqQLr*#C}<*bK>3)<^&#io?yyv2
zZ)&y{g%C*(jx%s%j{qWfO2rTnniF4Mk@|n|tDiuZpEyC9jfuraYA75I<ksO`=ikD!
zepGpPBaYL+URns<<E(!p?xG0v&aqVw3_*YD;^%;Z1^vOEWnXr`)d@-#A}mK)SK(la
z;RRv0u6uKY+bUK|vyZxL>Kosrr775|D9n{{oha;n3t1y_ddc9J>xwR-zkDGJu?==m
z1k^lu53UgLjC^S!FSisnU7tBLm{B*l_rT6>sJ*_Y(4p#p>dNYOo_Or^@zZ*ojFQ*m
zgRLZX1AE3J!u6L47hd!67&%=6bvi#?2MijdWWip*M&q0dd1*o?PJlX!>PzFj0O-z)
z*6pd6VE|q_X#4(BkI=&%ap)i`+mIypRh6p(t_bwC#0Q^=S{dKg4gFSS5hx6rm*EP|
zi8=)Y%;r**K^?n+-3r#v&u1_zhz@RyAg|D?URB|`4^FTRi5F@!wkwvcO_6;$Qzn_#
zp!tkK`49axwWPmf=Br5CDSa+1V0~h0x_MzF!W4l0G_92N-`k|h8CB6)e1t%B(5RhS
z(wp;(@R^@J2$spQ)=RvY%jHcEdC9+IT+SdV<1buKIvNUQl0nu-iNS8-&3+YE+Ul$>
zqgsI8d#<+UOZSkd?S&Ja*Q!M)_>%QeAJIFChSu4)?HgW$GZXp8<8+vh;+@MZVQuvm
z0JmJU5i<Ej$_3OYV0g?%I^#wswJ$*+yipL+;Wt?EZ!0^Yg5sYp{TBBsALU~T?&=$3
z@{uzEhy%%9K;IX!dhkntfu-(P9e;`(WMfW21wG)}_p96lD|!{U*2df0(4eFoxO@=$
zE2WW=t?QIwEoN17Q?h0xu%j{p`kR*Hpn}G9-dTXdZe9*R`BusjI5TSeHXtU-8@Cky
z$q7idaKza;8liM2<NFlJO3nB|@lXb`{p<#&SMoKflSi>X%ZsjGuy-c4NCzO6h%x2i
zH^Zo87a?(*X_Nl%86M1Dh8j0tmeS&0e!BFb+x?ce_<U1-D~f-OxsI9Q9=C@_rdXB&
zb~oBj&}7Y{7_pE_TI1Qq=?8>kQ1k)BFNspK;ruK3r?NZ+)_Qp_??PYk?`2w4Q@+=-
zC_pwK;PRJ7X?C2#a1+rc{qit7KYPr@@H+=756oW#98ontCl~WU?BcbuagW@%axsa8
z<>K!xS5^!9(fzHht;sT~nql9MXpf7&BUs*&PSHT*9hqkHpV4kcJ|dK<Vk9YL%DHa2
zF*OwC+hi=qHqNBrNErmACC}c!^Hw{f*e`O+Vn;=_%(qXJ^)zfX(JBIZMOF~a3^G~I
z?4`X&C+4<sB5|tPM|e9}iy^w?Lgzoa#nD%XdijR|1ONSwhn!z!*WCi@7bD#!x#5vU
zz{Jq+irYr%SF|y*LD=}|GW7r~@V;v*0Rbvk5V&v-V}mhQ1cvm$cCVzyz?@C}<7`j(
zGkIYuCTrfuZYR*^PDi+uRfUCfgtHmzh7|KX6?V@>_qn~D;P=_LL{lqZWPJC@na3QR
zUKOS@ZjZ&|nz*gk^z%g$HOVf~`S3Q|EJ*;ifYe;?4%U^FLBm`5PUl+D0{zJEEjCYm
zt9W}d_Lh|J_X+PUVL7*Q)S>db$J(Nbr*gSNE<HY-{?`|7-g<enVx>CiczKG-M2r`0
zQf-^Qnmbwzn15TGj3OVuppVc(rM9PCmS<p{K}e&PO_hFhRZN2C$&M;r9O>_^cz<+5
zYLVF~6<m#ymqH)KIXR-k3ryVB;-?kpw##o;7y|2n{b4h38C`lnQ%gq`^f4;*hB(C7
z1#BDcd)ev?-mN{>5p^^Cp;7t-6)Ox9NH}T)!;e-kz(#=6ffp)uP_}QW(Ul`M#uOD|
zX9DE4CyUx+T1liB8P)zQVsmQiS8U1ns_6ex+4fG!?)H1fYb|`CP2p|VjB1MR2jW>Y
zL-34kF|x7sevVs&RNK)j&!&!qgoPEwaytmFFR36K&7^G$lyaujw#DnYmw*gSIe3aQ
z6AeRuFLxfPZFq&fU28iq7u0sGJUVJp2l2Kn$207w2>{M%fBMXlUmDxvnl0^EI>Fy~
zJ7h4C5Fi(w+cA0V(t^I*-R$=d1@pPAn?4_^)jy}xr8gn1mLzG|ZIRcRIn<*{%_Y+M
z&8n92dMRO!U3{PnM!VTBV%Xc4@Zp=M6k-XC>m+}_WhlORt+;1bOuS_-Bfhvizek+^
z+=!64$tfnohBg1TBRK>X8ZkY6u9Xa=qVaPDd7ARk+2Q7Y*b5Qbky~>9yxbnm#Deqf
z*D=QF0dncH``EUJX%A{Uc(zzQdzu+$vxgU7xL5Sr>-(o{brKxqIyq_56Q6`i<PK01
zeQu3&f@9|X>X}(SX48q>k=i-yhvp4QnF#C+3}vikM|aH9T;<kC{CZy)2NhjLr>CDO
z^ZJ0rksAiqfpnUD-dDHdi-nN5gwBLO(a$gD|1evKaHM&V@Od!ZOR(<Tg74m8;f$~7
z@A3MHYPLt4KliB;1qC|=OC~?OoX9px)0vQb+3V<c764zjEX1wXW;=?bLnDf#Y`2TW
zzfKvpHL@_UNikh-c~!Ga%X^7&=bLQbc2)zxZn?#e*&qa%0#Z)waTG2$z&1iz#J-pn
zTH*7b>*L~)EbVtaZE^aLD+s$4s&%tQHQ)LPBenaEfw7EEdIn!(!W+Bdmu5W$iP(7Y
zI%%xlZacmc`DFmw0huEs{L;QK_eb{fzB{*xy}5yQ{{r_FN!FYcj<?nj)j^r((rLx|
z*dCW{neYTh1#zIhf|8A$osbdMK~wKf+p_e60OB11Y$m!#FgjP{=+Y9u=W4MR>OU_D
zex^nb#U5v4Kf#7H9!o5)%)ekOjrw!2`*Wi6#VDk4f%q&+ATfh5Q3rP)tu#BL<mLFR
zQM9itFPl9*Y`EzKAW}8!q#ha-BcgLnq;v-=amiG!kiY6xJ9AGmAK0?WqWZ-7J%yG~
zX)hPJa3K8w`wIvlVvW!@xYGy1sFp1%E<@|mKxMNZZ$9pCp&7E;(K2I3S$Lmv){>^H
zj#j1rg&WDm@f7qFm`y}jtSiJ5HJg?LY(pQOhlL@$KoTTSV9weD>e+W`1*(jJHR0?~
zEeJ>=MRz~^Nfh!|dPrE(#TQe#BW0B8E9l4&z7vC)U+A0*hG{~a{3Tr$l^wSE7P=0t
zEs#K!k?gg^nQ>1n>T;(N1``35#~pJegw)uraXBn%^*Pr+p2>H|*fexzMtdzI?`ct-
zXrT+MunYPbRl~ET^qyW#d?u3aJ8Vm5jAsJ=H`aUU2`EX?C-oFJS67f$8-X|#ag#gU
z?h4#R{0q+v0f;6Ly)@35HWN-KY(*oPVa{r*k7{1lmz5mBIQmS`Jt!}bpt5WG?2+GL
z#g^;)6?aFTaj)rtic>Cap8zEHa;!mFYWBoM(GjB5b)SvH<^LUcf3L_|x`Xx;@XymX
zuH<B*`z}NtS!Gz(729SJCV=$G2kD-PHnR~$N}@J6qFiD|vOb63YA*!}zFBF6MBqHR
zBASoGOcBLh*jWD03rra7X(3dz`9HA>0PJQa?>3z{x5eKR(v;3-TR#bn5;l*!SIBxU
zW==+lsh=>6$*xvGl|_>xCjjwPx!lpL!Hu}Fxc4Y#W^wOtsp8$tXo(&Mp1B7WDtQWh
z^8~01QECnpKnlsBzOR^3mR$CQaWthElqr4^{Pz=~U$<UtARsli@2trQerqaod&4+n
z^XCJ-BI_5Tjo9@j`wa8H`EpuRb~&AjZk#aK;~1e~cmZr^8>2ZUf5)Q=dBk5wG=BBo
zS{XeMc1vGb8M*m&H&gFEntYJ{VK`AY8zzaJM0aiAw0|4-cV-p%-_b0w%&sn#xu`kL
z@oV?2&C>yWYa{zGHxVzEg6B2iYL>&Cmmqtqj-M4udx<RTTADV8>EArX{Gv(i;RWiL
z5Zl*(pSbZWRCdRu_XVnTXV~s&1_uC=@1XJ|NF?exbC~V&EQ+Fq@ZbGsM9u4}?_!p-
zfRDPRYG-g4phO@D!6)ZzMz%aIv$#*u<fdAfjXW>m@~Ius#e#*}LA@&*<!QwzpL^q+
zAgVL7bQr0~Bd~0Q-~SYI#(+=8^B8~vzkS(I;gA}5dRQ`*gJ1!qvJ3g8Te2`t4S;aM
zl4A`nMuGWOsv~kR?|kG~m|?!-7eqXHJBu89A-c8(Du+(H74VuVZbm_NV)nw;pJR0!
z$m_$r0ul~TtKg{TXLy~w@G10!I(NX%x7Fxt0B)VtziQx-`@M1nzl5l>|H;_FAqiji
z%|{C!<UhtWwla|4h*kGIn0FTY{bKAy?{~vLEnLdS#|<c>X(nKw-Y;LVyOfU#cuyPe
zOpS}~p|P=djKGE6j0QxQS77@6^J7|XuznE5bM_S4?w0*F`+ISDC$?-j4hqRZeS}w|
z>TajkN7&d+`LT99*!9&E#2Rxykh%D^U3kl5w^{8Ro@}<k_<?asjkc>=B5c-5?#l+X
zOEo4!&n%)lehwnA;tR<;F4YBn<7G9Jz$Q2>yHw7n%f1c&bOE6GeSRbGd<!1NMOfqK
zwF9sk()@J(-D1^Xp^n>T^*aG0zPZ2Be+FG&r7ZnY*`qqORq$OMy5ysHaQ-+!gj4Bs
zdqpd;MFeJbr(>EWy7f0j^YRK%4zcmonN5UkoS25tr3BU%Xq3N8ZP;H<l4a=<2o9Fq
z|7igH^nX40`txsZUeCT>IRS;Ot~u2(w)|L7v?CLsOsFu-N98)#-*_hpKHz3}n3&0$
ztEyPS7cGsvkYRzHfQFFJ;0}-jmT=ZVjQM4N?uo0JBSQUk$JN~(2a1Qm(u_-BhuTBw
zb%;H9e(91vmnh<vPK)Nu;>>(dNmv?=+RG-ZEPZex^X|;h1M{fpM1znCt7GuBnWUMX
z$0o02l+<$O6$FmC2ybsuon+Z&x&ls^J_Sna0qWlvl%GEh1WPye^ZLh>!2*GeoKP_d
zvInS+MO*ooWlu1%;Anw$p2*X#N}$RMh*9A7CP>hL%E&h+)7GcAoXjsDkC9r=<k(z8
zs~GufjVbKrAO~RB>14lH5Kh2lbrC2w7i2bzKzxTl7BcDqWX6}oz3$VS4$oLhBWufg
zA;pQhjS4O<$UGsT`4sBNbl;1SBS(eZDjy_k9x)Xha`pkyUFp2;cb~*_PVgux_qU!;
zYeKk%6En1Tj<-*hz*&*=c3e=(msXUhPp-#}oOjCu9#cuTe)ZnKjG0R}aAMjT!S>th
zh2L{$X`=}<&eU_%ndbu|+kg6U)5)TM&objCzL#26(l4cl$I5C*M+EMb<PD8pX{&$n
z?5rBMuzRvI56ck;g>j%qlUXg3XF!P8SI?sje@3L|yMp2SYJ-92zJ1lXcEDe!lSE>l
z=*)`%wW>fpy-<bFzmcV>7f|?9tFSQp3p>G%m&gD7Kf<m9tf{Qqq6|8M$fy*hs)%$E
z5rNQD1f=)g6r}gwiDd+7VWdj$y@cM2N{NCHdg#4{-a-o@??nCI`^Ry<m+wO)V(z`?
z?6ddUYp=5pOH|?77uMv!`Hr(Qp2*P~-=_+u@PDT8B+&MCd!fEEO=el9({r=0VE~5C
zCj9=l&r5NwkkniLU0KyGh3D?@E=xT4&C-T<bW3!LkIU15+258mmzyVq));5;dqGV4
zRa_^B-Q#Kq3n3Fv9<94ogrVab#5OxERsnOTB3%9mt3?Rs%OITJ+wL&!;BM~Z$t(=`
z$EH`~%twbLj}K=t$|+>C*P9CNHuc|a`drFL>XKWy;e&-8teS^`E^UrehG$+Z4>6to
zQ1*Yz`x;9nH%HT-1hqhq>WDESpiZ%d`)^P7!0R<QkKuGk9SEkk<|W=BwwV^g*m=@)
z=3{h$;w_$Xn3_)Q?eI`E57S$qj+Re^u)9)PWo%Ax&w=YrQ;o7-C;@@#ExIoo)Z91#
zZdOkA=d9#*wIh_nO@FElhcs1MfL^n-ZOS?-K)9D$@VoAS@+mXmp;Cz=+MEUks#+Wo
zYajpx*2J7jfq=kV9=A?#d{(YtRe`6mNlQ3ADl2RE_keJPDT39lErLLw6E6=c^IqHx
zE0v3DwugE{SIdyjz^h34lUfkcYeow9A`tIRQpbFgao33o3+lXOMfSjk7!I(Xs1+=*
zD~|d={rTUo2PPwS9r7ZZU@z9jW=>v9=<G&D_;3C<BZ<!4jQmsivKQ;AQx~H%ul&Kz
z*-09-uBv5FRb3QmO5-X?gH{M4ue<hp&fA<T#VV9hS*bU#UQcB?#7+AfT~WRDESzs1
z>&ck>b<BCa20o`4ewlGXrsEFKG(3Hx!V<G-BkazoiQVfd)#l1d{~%K^$gYKpfqq}?
z=D(AXsd}AZsbmus?>psyD;UT&P*c<^ep~sJ*VfT_Cyb^l8t1iVt@`38l=l6}o+`R@
z<{fP<%C|~s@-dLGy{lNJ9KO3~=**SO?Ythf*xJc$nfPh2OdMW(_&~B$H(OurfnITO
zuUWje#ye9LXF1*MV$3Qsovja7pkJX!Av%O|Ise%cZYsT{dxpq^)O?MCp%sL!skKj^
zUPZloXA3zq_6JL)9Y>R3<x?SWgTda0y^higRBm4zSAT*PKgNDO-|%sc-xI=ku&Mg-
zDu3KgomrsXAL}WZSrAlpBa4hVF8%WAO*FXG^_p~()=tNaRq7&EK0du+9U6_g$^jQj
zxP~FPqXoh(Rr3K`B6<({Ter6(T>g7{|LgBvDsVFm+<|iz8t}9!uL=yXv350?p@g5n
z>qF>o8r!JDofvt<3%azH!BCxirHHkDn?7DrQ(=C+!R0=Aps@PIYm=krVk*Qb{E}Yv
zed_`CQqwMehIHl1uQjEbiN=sK^=}6tlK10-8yRh!O)Iv&99%bSj-(pA5%I8Tj0ZO{
zk@9^Iy@>9xva+IFeyhGNYcrmZPu*H;b^90BA|g`K6k>Z&SwNO$Ld4=UaO0X*Ckb*P
zZ$7*zjtp<Vzs}U3rC@M)pe--`Qh%R+Hm?TsXk5(0-T}V`nloMcN1f~YHC~*}y+oPf
zyvP#=G(SY`!$DL`*1Jo4;2Pgv0xj_~DO|_$XCDj?D|R+6*Hj#p-$0PUVlX1utyc&+
z+P}wyANT#B^@)YHUhd>cL09K;9PD)D=V&3V!92AhA<e&V9x98`E`}esdP7c8wVK6q
z=DW7@BS<*}4F`F#;LVS&$J-sA!#0alR9CGaq@*9MX^38wvfCMHfq!@0drd@i+-{uO
zLY*lcSQuZL7-wJ+X!FtJ4b_)uO#P<?Dj&nKpQ!jB_r#%SoUVJcI^`&9Grhek=f53B
zrOBqQ+G8uTNTunq^7)Fg%4#s@4tQ79vO<x4NBh|d1abyd>Najpd%vIpeTD5exB+YN
z6L{m^o8>`rwb4q<+~T4M<RVeZY04@%=L+}_rA)sOO=&%Rc+%e0n2~Y~+NUxlHI(Z8
zhb*Wz{NmM}_srJ!WK9VScB_*c?;k7@4(5_k3elA>?m`>&XtX{(+o<0OJ=(PdwnVBj
zW?fuhV#umw)l*+7cC=L71~bSVwbM&wO&-hYZ$L!G$D2dI_OXOwI5AO*@f-g$EAn2^
z=qnC<ep$pH4sEi{Vsg7HGj`g))7(Gb&Wj)u@^k77H9LfxsZDZ9J3g(ix1gV`AC`9W
zy=G5qRHQ|1lc+Z=$21tSy|cs1KtlC-)Ub}1ci^6j1*c4JYp~GKTm%!Qjm`+13a^l-
z{sn9&8qiYRmkJ8bw-jV2`Y=!eMkmD~HT5CHc_HD(iaI|7i5=(<EMP9ok8PiQC0R-m
zHX0^WYv{O0rRAYFc<HAe5kKx&P}-$anL*T2O`SX+&Gz68hqjHL`c)Obb9R;pBCY3T
zRMm@XvRuJ*oPyb0CU>k4x5F?Wh(+ZQA6%y@^dP5BH7<|UG(y~qcw`8ZlqgJLJ&-pJ
zak!(9n)-3Mx8`Mdgb5WDm6aejQOb>>4czMF+@H8>L_{oPWaO$+Qk8@OjU1}w#g-1e
zLaxa@XW))@of9GbSv~&!X7%+p?vrB%*I&nV!$Z+*FVv#cIn*5rifbsTKPC>-s73GA
zSC^#0gzlax>q@Lk>B~mu8a6lpt4aA}s8sI;S5p3~$!jk}4VmN^p7HgoO#}YK-D~E{
z{_boTI*;m^2Fi{+s=wi#Rez2R;eHE9*Lzljt;odOT{aMYe-ORMf1^c4SSnJ1g>;;G
zT$KeZrLY9)pF53yzt<NlD-(Bh-SJorS(}%q*|=T_bLRfmcXb8a+|Ho=fj+y0UM%d?
zSs^T@#k$HtBmYb;6mPaX*%W(|oqLVOcGB+&XdxEur-+rrEWcqFV%G%CFqH@L9{Ts4
zCZbmvVqEjuvspcRil|ys+u|=+axwTY0pPTM%<A92O+9;c8s{n`phR<fo~?Tl<wE~~
z-6qx<e)JyyzVx~W#Qt_xOT~oGj$EO>V?3A<BDjGwu)4I!NKILp!-~zr&+lA-JmR53
z@>bAYzA`ErJ+&`iN|uL88ehFSCeJ1z8Zt>f3-*8hPEI};V}yGSVpvERn#e(HG<SI3
zEeZIzyP>~au_?x`R<xN0Mojz+#16E;<rCtzd~NMeW%W+S-81jiqc6$FcfLeP@LH?Z
zqHFiog^O-&Rm>?pZ0O)zuFxA>i9p#M=IRN^r%P9%_{jXNJC{pndD99nFhX(zFQcsH
zax#w)vl|wRUCp&F><AZiqD?PJs-cmMLs>nS4#JdLgN4n`%slFHzWOS_2g>(BbSh#`
z?BsdJ9aiE~sa6)umCya{FwDOXDd8uomA1+f-Qz*?<%zo^E|edh5nM7mt5b&Z=XX0n
zoI)J7r!Fa9+$Q5*3+65yWC!4Y(n|zyqGCdVx}CRK%GFwvbEPBNFT;C7;VuI)%T&e6
z5v>4BdA99h?d;y|_Rh|}MqfmQ?dU^p?P7^=5RODySk$xb8vjQNz^~d7{cd}!<ccC0
z(F8M8No#1L%MYpLfNvu_S?M`)^4?g!MG%DJQ$Y}>(z>F@XoB+obui>mO#kfQ>wO&J
zw6i^DlIlZNlv|v3O}gXt>SC0Oq2nxAVN^pgO3~_4I%6K5No0JbrMEe_*9we{^I~DI
zE^Usu@`#C1v)p{las9e#xC>epCWhO6JK=@3?u@O|d3nl@U@f)o_8A8Uzc*W+`cM|N
zm;@s@0u(73ndbjGf}c{@A7jqQk!u>_wu*fy!)+oD6g5Ps=~fywevc=w&{tj{cJ}u*
z5HQ~5AzrEQ$V6WmrnMtOq&PnJ0=>N2eEZAg!HQJEg_o8b%AOIda0+s8u({yQCi>6n
z<@f7RxH|7=9gPOr61HtmEf{*^$heL6g!_1j;Fl@q;EcfZ-_di*ln!^TyryUbeM8-r
z5KPD%FHF1a^2C$zT7K2XkEy^zf=^3v+1}okmnO`>uff}<^2KLSuJ^I8N_h-5m5K1>
zAlka`&d0D)(&<S6@0yiPWQepX%!s$M$^%~<G7!)0g31lS3<RUMo+T?(MP2=Uc&&gc
zs)(G5mi9StTZC6v>*T#(E;u5_0(-1>L&?euyY<0-7m$rBpXrF+=w+yK=Vc&%a2>e5
zg7|=&%L~^7!!y#Q`O1B<*E^4ArA(hcXTM*WMYvM7B8G~d{^^e^p#uJ~f%n@T5Pf(}
zzSOTBk>rs`_=PcLw>=gH;pkMUP^<T_(;rT$sH74Ws#FLFb`X!vj7nSaoB?aG9)KGA
z>pdATs~5BH+b(}WA`uSX_Ge9W8JDmL2q*y~1OEKhKgDt1uPUPbB$G&Tpm;f+Ih)d`
zsunE>=77@B(-eM&Tpj@A2UlC$29<4W$Q7<k>eSSDj#O<_SK5iDWG9W>78hr7UA>Y%
zH>b^SNB<1MLHI--N?O{C-CZt?d}?C|>DX`ohWY~Pb_CXT;p9xq$?p3g5EBtae&VFt
zw?c>a007`{nu#g+(xn?wfBnHO1A(5DijBBx=W9XJaA$id85s-aGPGG(S~+f{1x<h3
zwO9Yp!{hDUyQS<UZ<_!0N%cX%_WRP9^VNA#gFhpj@T4D3VfXO`@84UIp3h+XZS!#y
z#~~qde32;$&)_pJEw{x!#LY5oEG^!P2kSOh+Nq${#WLluzaD%yR*$sq?rUJC<3T8y
z!8BzqPZYjWJ;TbuDu8mKoZa*BdR#ct&(F|YeFl>s3;RCcKm9r7lJ3oFF)W<C()f`<
zLHZ&4@$|kZX52kn0l^l*jNprkkI7&9e5X(4TJA$)1fIcle?2rZJUk~Mq25XU&uxd*
z$5}VoOWib@Wt4Rr8>wA4CYJI{f~hz92?iSZxj_6l)wmIFn%o2?#bzMamV4hi)na&&
z#}b*8o<~QOmy>hn@X!G3wRvWG`Xj9f+r!sqS)PP9;!nyeZA4SBx9kaa2)tCDv{S-J
zc`m1s5fga!3~-Qd3{UJ*VS68N9BCUDk{h>OFV8PxnG`wibSqU@Z|zj1D<%qMO9Uvf
z=Y%KUunx%6)qcwrZDhm;oY7@!>Vl9Eu0Gx=srts2`)OuW+=hamT+YYb@%zNV?PZto
zBQN@Ctccjoj_W>NL2HQ(8W4}Le?Wq`EV%Se`Y0Bre9LG9uY-SICeuL;i)=OKWjLEj
zc~M0&m?jKF3e#f0W=5IbZc5U$F#|KRN=5prT$Oa%tn@1?7bo$+;kb+rMS0onU6Yg!
zh{0l%>pNncD~#t6UN{U7zo%2_jT?FIVbAsD<@rPDMrCH(+*IxCl2p~gtX90wVp=Y5
zuwVP2#UMPO6*ec>+UB*0I`^Uchx^fehUx%esZDF&az1bTsPn}Ftw3eOtJlOFt49;d
zpWbxT&JVVF?G5W`<c6cPDx=!prK7#3=hb}=dY<uHX-izJIGDIVRK#}g-V^lI;VhF6
zp_`Y#=|6rR8lou{)$lmW`33dRl~E8|J&McBd6vSUehR@fW3m8oMfMOftFP}bWSMxB
zOUjA$l8er=6}w*a^An>L&Pw+ux6Sn2skHhslNfiuuxe(OSzg-t9B>{LRvKD`x&u)+
zP0fvZrI{E8x2ft}Hm77X;EZV*>m{;^FpW^!D1d3E<YRait(yHsb@87V$NQ^tHE%bC
z-W?#Nyt0&Cx3QXasAMy+YuTWHaO8AN|Kx(tcs?%9u5<Q67Wz$$8fGX#LDuGKZv0u+
zJQ<Tl1n~<_fQ@=l-?7o};(@=8bB4was9Ux3_AB@Dv|gP)_EA8*4Dfo|CU?{qLPteS
zYXi0xRA-KjiL80x^%N3@#$71GTz9qoEA7QI=H;a0VW)+!Uw`R!Fx?1o{FH@Yf=Zv9
zYK#*~56jaa<7Mc~{Eg%=Uph<>vviSF2I9J00DNvn6K+i*QN&e~oK_vox3(*~R~h76
z0A#WSlhNF^9#|gtTEp-}IXR~#8HsA1oUG0&RByH2(rs9{%pe+<nv<j4=QyUSZ==we
zaAbYXVHvQDxMS84=pBW%Q7P-CzaC4XW)(<?K12f7l4<_Uwfy6}&L5LM#p1(79a^87
z84Wt3-rBV`fm{&jE(;b@##Z)NMg3t)c=|%ntVLGTyXA{<$$QvL$;s|#x}%k3Y%J`h
zaetBR!0{ow?6|jl1gpLBBjb!)3i4@xRs24XuQk{yamjV(ug5aI?vshVgZme(FmbN6
z4%6WyRlzDwVcHcoDgkir7r`CvwK<s`Zk8Q`#I%mqdbZjEhGJs%b_&?OW&t!0)LV@#
zxdG56RWaQ+RL^nWh>D5HHmHMkM=05&dS<W6E{{BU?Ki4gVXdPe{TmVd5+h^Ud0873
z(toyp`Tod;&z~;dl0EF$p&j6S7<Kw!vCScAJozLCxzC7tbts_#piWh#6~>PHn1{r2
ze!jD+QME7YVo+eN8HAMnukO35oLUoEo$*aQpH({U9Y+t!%2-OKnw+D(ms13Yd+XzB
z#abUBtz^HWbVF|pS!Y~@j7FY1VWmVyQs%#X%aN6S`hY2Zt^TBLlXz_c_qq*+&Z*m=
zl}4A7Sq>G~f}C<-k0GGHL65o5QRG#tu?k`jz$`H-A)%U)%Gtjd<8iRAgfFV_q)>i~
z2V`&Fki^5z5i#<JaA{w?s`G7iSIPckWfR_bK~tig;V4isSX#Be)OBi29vHfy??M7&
ze4R`_b?AK%K*vVFR2P89;JkUW8yLFFmND!EI~Jf@=T(4aW6Lybn2AcD&!*xOA1v0R
zw%(q5?z%G4?ZQ<xwYZpmfx);xRU+gjyQrw#XeCqcB>p5?F$t1CG!$1m?ccWCU($H`
zv`?o$NqslEZ?SwTmf>hQKiLJrU~q4qLf}2@&l~cIPOqhKb~O-pt7`xlfaec_!^6C8
zA#%-~5^n3)7j)|FSszKzxlVsF#jK2~<FNMu*gW<*Pc(m>?X%JF@Hg`7Us2y(+z7&Q
z$q2PPn8a<Gd6NRg4zSI>lDAA4-t`6Wr}79e^?P6WHdaos5ekS+Z6x=RvWfl51C{J}
zKo|53@iOq+Sa5d6S82$B=vZ#qK*hxL3=*ezj*M(D<s~=2#Zx(%-j~FdUi;%X-QBT(
z@QkiRx*T()U~B8Zy{nfuJy`up(Ye``=%JGH<Ie8xqPtIx`rawO0$?DNzDE%>#z|eT
z&Cf>*GIHMephS2&d}C*1l&gw;Jtk@$hdXn4cxd$izp&iLX&7}n7fDQH-rmu{$8gH-
z&y7#Np7R(m=j_e37JDQ6n5AkuFz4~{IJi51G1QqKmbrAEs0aZj<9V4W=dG+bG#ev3
zU?@l3eexHz!T>#jV!wG)nL>O_i&b%G_h5G8v-k%sKJ#6b3ajf`={1?v)p39r$*tR1
z&jNmHCEZ}s8bm0F#~lU!JS|Nm9W7_BH}f|OCH44|$xkqyHF+dUe$-PTZph#qH?xBD
zBle83gq(Nj(Htx+D!^sjXF$x7oIT5C`Xo)&|0V}BvmU&0>y2HLcW9pax&FUio|9c3
zd~$M9FLa7XAD%!DSTMnV%O`mHOJpLW8ylnpV2LUq&FXWU%Brk)e_-BQ7I{~&2cU2V
zZvw^{a!iy5Q>`Sv)3{zI@Wti4pvu~aW@mD88sMYud2XL!xhZAU+j5hH<S-t#P<fgd
z7YW!3fXTye;*NKCMk?1*%)XB0l$j&*Eh9#j$At|G^-xjC$zjvwFT8~ut|=&q946gF
zPsqqvjR}6TxfTh|ecT(EWb)R-$GMlG*$i1gTuzrR?_0XK7U{NKVCco75e)KENJSy7
z$eo9Y!h<nkVXZFmL=JL|jXt<PXa5bG*7r*=N9<0`bn4#seT!yukU%ItUq-)SvcU9C
z#)7Snc09t^aF8ELE5wg<5Z3nk7|9y&+kDykVCm0aOEt~VEUH(C7l5XN39&rjE{qEA
z4Z0!B`u1&3+OuX|>!IR7U~PR9AU$^NIMoR?&If}rP+?7ssZA|e9+*|&eUY|0?yj#S
zR-vF#7<JE8mPb;0$IH=OA--SrX-e|ms!*C{A)r!cqpSvV3WQl*dJ-?!E`9ECY1nki
zOY-oFr{yn5jeK~{s&kQqNVe7Z*~V{(UsNH#8M;Sq4y`7CU{PvkvR}TTEo~f(SiosZ
z73L?7W5HPuUL!fcg13n5><_mMYS-Ku2y;x9JeqrM76Rgy(_p?<eR#xdIRI$1ZXL!7
zNeKmZ28UNsI$YGjmvp5#z+hw;byT^p3TEI%8YCv6P+iv*|6F&t2SCS9z6a|Cg7-ez
z*>#hY@?YkGu4h9k^5bB?u@Zv+dbM+Ck`Z6@jCk|1)Eo4P%$HiIYAHyL`^b2*mrI1=
zfl^pifI?9{qU~Z9^XV5IWarLx*ErKqUb<ufQXbIJ_SegqCSIgE-Cw-c&_M5TzA6#^
z_zKK(u1A3XnLO)2C@H9w5RFY_$_aUy_X&&?`_+R5jozNu_uZU!uZ235qS<nY{tc_K
z7dux1wiko$d+d93@7+xT&~Tp|2YoeA%itqeSP*$i8y*9N9mwF#+XVMshHQjqDOg*s
zCw$B^Y$!!PVLMA8)Qp<Uba#%k36UHea3Jnj!q4w)WiO-pE097aknjhQzM8gnv0@?w
zRI%wlP2Tu;oj~Y#*>xo7W!110Mu-~@ZOs(@tV#MdI)H5<-9@#$T;pFkWbm4E2L$O$
zI*-E&-#q$DDHEb}My_MJ)<+shTk%dO3sLJrv=*UmbiDNmChVo~fljA6yWP!9G0>T`
zJ=q>Q=2t&OkF^$bGO(|*BhcmLQNR`m1DL2_w9-Zg<sL5gA0D4YznP5R+gV+VDOWu4
zc!mhBy_Eoh<-a;f0|BkImw`c~1GZJJ-GncYYhym1owPc+ynzM`AHS`toWR78`r61q
z1RSo!i+6X3?j2*@TkN4x_ww}g^jb``FZcMOSYfNDgygz%JHH~lAk_`(clClF<D+c-
zSnDRKXV&w`5~HRmh(lvf`iS+xTNc{Q_=P;x%wE?*jX3YjV((8q$OeINP6BuW7z%vq
zNCoz+XwB0)7-NUBDoToWcQiWBpu-B1rdKwYa7%Aw_0l4xx`Usi2?>Hs*s$02RHPx8
zq~5+VN(O~t0a>X)Zdvsq|Kc14V@FVIL%jQSWyzsY%$5$_y5BT7vEirLapq#y?1wiD
zM|+WjO$Rm6JoKIeTc1duGq6Wh@Dy-cGDtHLS8J-Ul<zqQainnPzOS6xNn=cR0EB@T
zdcMKSuT#5EMPzWtTD-4MiJY_iL1m8W@XSI~IgB|>#nB2?X?1c;nYk{Sg}nvWGB%C`
zKvWe_&u9zNncJdwKvs_Sr=wl*r}Ojedkt?ok+E;WRV4W=i)!Sm$~1VjuJ|W80#?jz
z6HlM15{GT^Q?wjR<yk^)%))KP@-_0sRRB`w))A5Y`0-RYDG!Nj23vW?T{SHKDw#c*
zcgXhitVvJ5_*jZgnZQa<6E5rPO60sDyX}`kT-<~UT$_v9)rKh@wq_C;5s_~zd;wiD
zys`8(mJ72yto`~-`4m=#eVC@3nm;?|^vFybz3=%CH6Vdd@%l#AUydC5lv{7Q^Y^O%
z4-YYAc_OxcM&V$Qb7b?g!{L!OSOsK+vVbLpeSewKd0<vZ4U;a8zcSxaJ2W2O(2)+Z
zQQ0E!YvUd!mjR-P6uFw|cCcwVkYlJ5#d#KDs}N){uJ)+oNujQg)ZfE_tQh05v%RC}
z9jft*VD~3Czon{Ncw|yirh65A_g8T{u$R}6VFa<%Mi<W}mL$;k0$UBR@X8=Gi=4-&
z=mZyMIS@2T2~L@g5wJqt*6q;pDIf-H42@QwO9JPca!IOTFJZtAVB}$H$T>lSY7d?G
zs#Vl(z<olRyNs&JJ=(Wj=uf5-Rrz>hq%;jYkm$2#A7z!0AVIf#HTm>ore|MW-Y;F}
zd-YD*0zL2YZZ)2by9^|^twtp1_+6cpz*7&iujp7SxXW4=mJOZ~iCPPBCKK3^b4=t%
zjuz@x=%q_l@-Z}<6dLXXN`=)niW^xE^{?D6a&4n^fB`^UVYeojDC+*O*-oc`VFPLn
z2_JRPq>u;eMb%ERpTLi|Zcpa=Vl4^{u(|#h^fJUnw`;|)t8W2kknq=)%;^FoJbRzS
zpxQx)fH$kgYPG3@%hwMbX~l~o`bced$ewgS3`aa2U;&J)`O^3k%{Th_8Aw}8@r?-|
z_-|(pa-oxEM;lOo>yMY4=T>IZWhiXA*Y-u=p>SyG4$bX&*iyJWRrf;7;%PP}Fj^4b
zqXbZHxLof_-2SFw8Q(-Eagx;=EwrCEOM+NMh<Y-U{%QcH^88r@P)pGI6k=&5&f9r$
zXhDbT9h$xcZ6*8zxe_5g^p(kGUx2@jLJ;Y{Ui(T9+^eDId4!GcMhe8`tqNf&vN2k3
zG|qZ$h6!jc@!O)EpOeRX&GYJq0kqT>x|X5mUolwksaNrQOHm<yP;YDNVpe)o@F%aQ
zvZ^YgcN!bTmiu!XA+C8mG9yiR^M+E#<b|)}1%P74xjm2rEFv=#lU$AIgJDlKBW2A&
zNp8bZwGCV0jCaf<R=AO^+s;NKcNf}eA@l7f>h&NIBUm83;pB~9Uz2Bz5f6SR5!r(j
z-k0qGsX*l2n=0%Qmw+~)P;2twQPpIFlt$ifR-Zro#^N4EKzHc(cAdJ;x+Mrw>i&^l
zGo!2N)zmpxzSRY9b%46YIgo<hCbi?(nPkW;c9$s;*BtUZ3|j*k#xGt|KF;g)D(*O}
zMj^KE4#~kGfG#wD)dH3jx>=ZnMLGl^O9tZ%ZNAvZ%(ixN9@I|>&R0G-Eb~|5F3qT%
z+IqFaR>eK?=?&A;usJ<`B&hdrrsJ~JVELYF;WP4hUE_<k&zwoccmx$|3a!tbJJ;V#
zu|Kdi8ym-O9dS(T!|yD`^o?qbQ==MKR8@Y4P}u!&&yGITQVq&|`DDFL&C7IFO!Tnd
zJ1FG*z>8Dd{S|V=hexV6mTV-)X<(bXji94aeUj&%ukYUQ#ZZPm6%g8P2WR@UTNkFP
z1#wez+tq)&N3KFa_wiwkW@#=JINc2JyN8-}!%#7~TK6DGjCUrXs!A)GmM9fwkzF2P
zj_Kvh)h*v;2883l)XQ_rV<n9pk=k{ouO!Rgh$6+Kk-E+!{F0S#LRIX@BEyykBqF~H
zIRIVk;JFvC=05rUmxNDssqS<Xf2xtSXsuKH2_!2UEqI3uWIa&7RRwNuw~S^}1sHWd
z#F+tmS1-us6zZvwncTZIytn=6!wNeCEs)ILWoR{NINmlSr|mD*hfhEG0)|)4nXw%d
zi#7P6enG1HjD5ZlC{A8p*@#=W*x5c$x|EZu#EHcOt-iGEPN`+AZVI@GUg|k-J65ek
zM!l;1xRZlcusE~U)tU_oop5QU@_b~}ovUV!*?q-8F!gaybFFWvJwvsOhb=Rq+~*LB
zwVD|p=f?*Y#)%cW*BE4rh=q-DO6KdNm#!ytOS&sAr7=tQVLo-_dd;A1t@?}oRnM^G
zxaQYpG1uNRr|BGt8CHExCaCm1tP{#rQ?`;*;bX2lzl2&-=luFgO8mamrmT5G?=X;@
znV+9Wzr4z`!b34}Gk>5YTvD3!d0|DC(V_OHqt0Mz0d<ZbEV^4&bLBk=sMHh**Tuo6
zdm0b6|J1F_QCrxN<A`(3cpF`+yB`i1m3&Q@N`4DlD1C+e%Aju+Alv#%+M}2mc#67-
zFH=$Fd9S0h7EvJsAy<7}mPR9Jh21jO>+BmqMP_a*IeYtgAz0IhS79BcFf_L1DlGXk
z=!R+6UykNk$!b)nu$sT(x-pnD2Dc_pbecE$h#)~Quv2Hg=r2eTopqUd8V6(Syu*<B
zc#JbsOMpXuUrBbbHp+zGOx?So;gBvfM7uzm391LU;b9k%Fi9P5W!_gDhn&LLG=di;
z=n~32+Rc92@%(*}e;CF2>hq98T@rQs;km^e4*>vr!AfnTh0Fl#*Shwpl=RHfJ!ha)
zN}zs`?G0Fi<?icJAO^<)nhi!Tqa`ozQB$ZSRA|03z-jp9i=%F%ag6_XsdfY_YrY=J
zKg%RaS4Q;C`p9Lqx=IcAu?b1S7a>>wMCM)o^y3A<MOzPb4_b}a7NOtTwVp6Kps+Ju
zxXtFPIPVk9#E#k=Z&sGvH?O^~nV0Zf&V1VMi$kZz?`BII_RUD9x10K|lcW9sg=fC(
zz37{n>%v(BNJ9OjufNf@-2Z}%x=X`0R;b@#C<aOGqsYrW73X2{yI{~IJ%UzdKh9m6
zy}F01dW*}>PG*I&G70B7QT_4nJ7<14!#mfj!<z_e(XVNWn>z^tA|U#4&J(6}NP&Hm
zaORi&n?m;{30R(KXFjF}qARc03n5vg5;4PC4n{e%eITJXCr{=WjWr4uv^8J&Oe==T
z+d3{OEii8~vqWt_#~U2Hq~@Wug!oI39<Te2ck`|1nN;oymHI0*ENF{K2V3r-*z5{F
z4RU(;k~$b9|7$#wau&)zdkgO&V{oTvf|xMq5w}<@doyk_KwMN;1Xg=y%kH!DURRX}
zsMG}YuD*+*Y@NPNqAQdYN%`Zft;1j~i*C)`2LdOT$%ZeA4dymiolSvNc9!^b-Da*Z
zf=^-CMGFOcdZw+0iv25Xgi?~+#Dgg_@9oRVI5T`~n9=|LF}(2`c5Ov#xp;2tPD`ye
z(&)jFu;DNo!stg%o$fN9<{_H8CTD2K7=`%jW@vJ;Y;e+SOu{dM5)sh>6xmp-x5zVZ
zvHce;E4?}t1J9BT_rLJuPC|waK_sz1)?~;@6RJsw?Se$I&v5>t;Tfsyh38oxs@%6d
zk}~qeMBGwRywA{@9@^wvk>ur+^NM53_k5S*u}79!=g3Vwkx^$tkMuy^8$kaV`<xuA
z6iyaP2V6*0N8KjppIdk=Ihbn&q1J!0JYnLsooh>4NSlFOS5R&6n$BYW`1(00CloTr
zSb*rhy$>pYXV1*d%~_4YB)lwV4HJbTG7UxPth--O16+Tfft)Dlp4qA_x53?Zmykz=
zM);;lcXC(!q&wl(sJTJ$u?_Qn&ivbnK))Ccl<VRPw_1}4-aG77|Iq?SHQ-yrmPhK7
z(1L8{fS;{}js(Z;?7sy2u^tF{*!2YH);=#sUt#2CW!0kLG0gfvt*DW$sPThba+#dN
z$jXQGW(3L{*UzP0x||;Q{tBVeKuFi)gw4x(6;ILtz$DO$vcEM96#;tfBcCwk)vI~Z
z_#?W3JX3y#bBt_&_^iSey(Yxpabfl^F7#KXR#wuJzBn$&(r1%_(<OJJad9WzQUrjB
zJG!p{C`I)erxf&iP%b_9FFXTL5I=NAfp!n&YIP7Wndjy~)#s=TI}!7akUDRj{;d*u
znuu|6t*S}0s)(Gufy*4b$DsA-5h%KCDg$PZ;B##!jzgtjx>?gz<(jgxoZm!!64!lv
zxV~uvTy1lLX`FZ0>#+PL3sMI4;NGwTYE6Efl%UKFxyA8;P%oJNL;+Y<?oRAtCn-ht
z=PUEpn<>AILyQAKrK#}k?|xx3ou`S9`<v|fFdL)tIyy9%Ha#QDUShhrjg9<MxcGb}
zxQ7O5#)Us#cxqa+WM-Rh`BSjH10tDUzx4H#Q<_d(kqWi@Uj$sXoM2#DS?z6)bZK}D
z24DDf5=sMM5up6=2I-r#H7gtso7oaOnUk)trUMF65q-GfmTr|>LRV5<%Cjo2LD+s1
zm>`zlf8QKX5a1suL!L*eDUoX!Cf#$KfsDKE?|7{g!d=jpu=GlV4;7d=R&BO7NK+EW
zsUXGp^nq$M=Cq#r`v9g!8L0QJ0;qI8`hiU4Xkh&bh%+1jwGfc$zPw>JV8&MfP1ASr
zlt)Q%@l)`u1Z~m-420CQ5F!cGoG5zEoGA}S6H|jezxsPWl#xG;gF}(jyJ^~S;fH)Q
zcD>>o>(-D939A82NQ*B)2D&vCF0oxzgK@V<mCAnBKu!Rct5M144Bl7%xK#=p4vR7S
zs#gyXx?O!qAkZr*NN;&0`?@`5wzpMVde8rLT}(0AdE8`gHuLIh?;XIcSC=HZbQBN9
z3E1aHb4}!0_IYuNiKUIf4F(yn)EfFxUAmN$Dxqh&)U63|z9q-gkdQapR-nA53u<Ty
zDP4)n9VisS<?G5!=l&B=S2gru*FeH?>Y!+4`DI2$stK<vv34TQw_v#c9_L}%rtBDZ
zKQ|N5?gR>Nq=K{NX|i`~-JkwvEO+0!5in@4V$y&dJj1G|H%vXdQsed6TRF~%BOv>E
z5A!4^I9AcB%+AL3Z(`3=4oOx6kA9#}z}!{)<D~B5wV%aH=`D;IBid`tRICN>{<K&A
z`^dl8<}G%vZ#>+Jq;A~GwcF705TYMLz6p-OU;(zu^<)QbjT>{gmsxg*AO**4<t_p7
zBPnOS>+|!QQvZ3kA~9BNq2$w`tIJnCg8!RuAJ=WL3IWve^jHlU>A7?D3)TEKR;eUq
zAmo`ca@rV3Bc_BNJvxoqZ1#2ihbNBgz_gDLOQ7VYKQ+JR_tR$$WkShFhnX&A(x_o}
z`$mDVFzfp3%Y;&oT=ehM2)&JWaxqTjKw=7L8g*P2)Va`5Nb1z7%*jc?2!0pY)Xdb%
zkeVOYRo*%gEDLK>(9XnIBWSP{e}Z8jC{WQM;8g-4{G)U&y0v?sP`YM+eW|}z!=UdX
z3r_czp7zHAZd<ol1gRdXhnJ{}3Mc@8N(8KnGh^5_u_+fx+mj-5i6xn)Un{6L-TLg%
zc}jasebJ%>Mx51i^Bu}%Qd9;|U%JcAi3XH%Xs#)GNvhW9N|F1}#;T|;$mmE#vgPNg
z-)1GfCZ=}L&ZHDP^@8Qq+e4+WQzQeqY8pF>*%m-*94F%WnvjgHuF5GkDLRVYHf3mr
zr`?cn-Dr@}E%Pc^PwY3SbMu8?WR9^q3eno#LWr~R@E~0t2Y8H%I-MMw;@qdt(ux@e
z9^-t<-8uz97S+SjxS{%cP@cx?-O*Fr1g5&RYu4~#W39?F0+&1p4%_2RA6Z%JoMba?
zF%~^K7(MdBBc;kz7|A>;i;J%%iurbdMD!F8*iGrSn=tDP@{2k)|59&1wa!J2p1h1j
z4@#r*H9e^KLyMk4E)_M8kb6^Je5Rp_@;8Oxy=2XI$Q%I17oPW`oH~t%r^%TI*Ckca
zOc~a{Pp2`G9T-_e0N_gX4ds{TsHLJZh-mfzn+_~;wA^z?fL6#V){bF9N?<a94QO-F
z7OiP3^HxA<3F>X$Pr@%Si51cq9_!;1_KRrw^HK>$R_kh@!&QV6a=ourCryx-wgS~b
z<yydQUC&yD-<n4ZG*L*-@lAGQYHbpM{9NJ=z6ZjkMj@?wDr&*d(f)7za|NiM3r1$`
z*{1WmJV{Gic|)hTMBf@UtC~Qjo&dZigJ}3OAfp6pn2m~{i)7TAYwOW<m3@ce{1-K1
z7Y*f9_TtGMWfQZeoXkG|9It_=prUt%pd^7eU@`&AX$fiPC#4>x)=-Q$dZjnQOVkST
z_J-}D#ut^<C9j;@?=Iv<-^M;km#P3vT^M22=ED`)czN@_F6uRtj?KD}l(&XbC8$O7
zdSv~mzs_^ISq^ar6J#Z|QCp$Jvia4pE7C_MOI|g)xT66=ITZ{iqew1|(UHD0{;<dj
zm6vydi_f)2`IDY^fpf6BH%bGk6J`}Ui84=S==pOi(RCvu!>LYFvecjYz!~}8dtm3-
zL^4q;npd43%$1q^N+IH83uY!NwpojsHQZACcOWWKoM|Pgtsq?=RIyOb8D?u)2KP#W
z7Ub---#s&Rq(MdjSWSYan|Qrq=cOZwKmZknjKnYZ*UX4lo)-CF!6??^leke&+*vhB
z$|ZZqCE4lKVX~vyWTU<rlB#y&67>U&97im-pyrT1P%$qS^F(o@JsnLX8JwSgRU?Q_
zgg1QBF)MAcuo?cw<7HM*ZS6{}c@x!6?PDiyIHs+FpuhUs{2y`X@JV0Ro~n<}pM6Ct
z+IU$<23{5nq8p=HKQu%O((Wpd#Fw0JI9$-ut+a^&Ov*r=Ry|O<r)@f*ydo%+YNQpD
zMDjuX$N(VPegk*chHXy=R+8XHYaP;LVmt-P{XHhIkkpw9YnnpS4tI1u9ID!Pt3oyb
z+3+gupN#QF*+fq)pU(0?S;-l4i`3%cphGeBV)ens9Ke)+YBy&PUHE*3Xc26^(fm#u
z69d{fb4!l=rzrpZN7MjURu<zEbcQe<lNT*d$7Pfp#3La&eC)T-@m>0|tV^N?OZh<U
z0Q)3s3eSEXeR|Xyx8KCH)FoVdg`I3)^Zux(PGOX6!s4nbXdj>w4&tfkv4atVcv7xT
z+5Ip7S1U$U6qRAMmb};#b3QANi=~#?C3owXBMrN=IwzMt1{e<TRPGQmU)&MDTC@K^
zsM+qH-g84+^5EP!Z&^94B;b>ZfG|-AM@yAjoYuX<ejzimA189$tx$`9Ne=w0P03ER
z))d?SM;&LiM-g|-kAQhMRQke2Qu)G@z=t}2BkWH7TOm18N44WhVu`8s%w@Rc$GKB!
z*+`6N-4bzyHP|?MDJ?|*M`FsPCPt=CZ_gc7_@wFB$xv7vQt%}r0stQlu?v*TY8+${
zfWFK-+)<0H-G6^eX(Hv%mM02v@4*%eyeeEWx4=4AUq~4!=PUrmod;nY$ftGdpJzAX
z_9BgqKMgPoDH_z>SAO#3F!CIA+xW)2<^UyYP()$}Ro(SE9+}R#!TSukU)f0C+?0H*
zuCmxgzT4Z83)Fb2-9lrWZ22FE#0emoASwXdXv5Z^R^0A~GXx&#e+31JYQj%)xu#-)
zO2c*fn1v8nedN!+@Gb@$f#zykZC{OhzW!-5=XYD0k~!mUn^x)Qx*IdE2Ly=c+@MG4
zdl`&<YbKDZ9Zx}$t^qbwM-<(z<X%564LNn70qmu4T1_rNZ7gm=`#rWFT4~+evJPZr
zQRU@E>J7S2N<a~)xWb>xH;hIg8eXlcPwK4l{?F)lx;5MPD`Z1@f%vA}563vaups2)
zr!t?>>e?dM%Orscc0M>d$^m}v2%Ap4dmL9%yV6wz*@{qz*nmD{mbyJ)64p>iAudt?
zvX6G|*TR#`M$nyz_1J1n{Lwx&NT6f@_8wy<vjNm4eVkV0%!2Bx<=XYyvixZ7$;{PN
zYq`@kT2ox02qb$oJSUS(+N#Th7|_I-qZ@|l-nZa=3*1=OLnpgfpf>+7sOuaju@j^^
z2JZf4kjXT|@)QwBy_06^v^>hUE^Au$I5V?QHJ+=Od`?ZzV^=Vh&|9F>F9Zwur7ujG
z!FdjAO8)s~X??O%fT1<#|I+a}t88RK-=Bd<>w&Z$(hC<HmPZD4`{3+<Rq$kR=RF-f
z84K^?T-601Jn{5DN%~C#J#Db*#P)<9yEW5Q!IQ;ZL|+Bu@#|bbzq3DH^^jBZxC`u3
zD_xo0z<gm9x0(@s6LXeELn_|ruC=&fu@4Ae$6IObR>5?{Hwjf{Zle-8`}(aYknt0;
z!r(+B^&Sg9iVloR3-FmIpxm+B8pB$?*6{l1V3z5o%-V<~C%celXZ%2P7!pGhP_rVs
zeYhx%nS)lci-<gq*ig_^SGR~oIZ^G+ryp(yOOU}vV**E#^@coDNHQ|Hg(O=?O6Om=
z`MGFQoNTpmBC55NFa7}T%MEJ*{{`GHKsQQw@;YOT?&>*=HF|*Y_|z86k<V>={q~De
zIzG3|=-XFKA#MDFaQx&(oqy%sgt?>trUk%(LPc!a|Lp7a&HN)ZK}v^dvd{OFR|u`?
z!Qmfz>eLtq+JZc!ZLCC=LUAJ<)JPN%r<4^}<!qj{F^AO`og&uFu^siwO81CzT@hD%
z@+9SG-x>(aly5C|8FYgpi0c8iFYbOt%r_C`Ba&(tcIi5IJorBstR`s?Kno6%o|Sx)
zfTN(WFbCP(!u-+0o@b&vU$J>$W5&LsEI|$5_wI$0fE|$TZD;!h!7d0ekQgriP+N!{
zFBShsZ84r#gw`fHpWae=?D;6LFd6+*YpVZ*50TfcH#%!(rN;OBS4emF`wB(%0BeJf
z1#%+H=t(DgG06+3=;*y*KwM^j7<|z@ncQQ4r1q3-pOCx-Fs<j$BKY{N2X7soJ+N8`
z5zEu$ZgII6$qa=WxvuLQB?_ZrcCBN#&NBIA(-<A=WB0Sa7{3FL-{0t4K2jC-Zb0{o
zgYn`pnDHdN-PAY%cp((OV)jj4^qcy7>63mX=-~>TZvAIW&}p#J{vXvvB${}F1JE*{
zssuE1Z~jeY^1<>4GA@GJt3Q2_?C)Z03<*b#Zcm&_6pP5b3Vm`9Xf8x1#20OQh?_P5
z!>9%Ex+n3@^^pRCs0j3`_}_xS+!wmYzpmuUT#lfmoU@0}ay%eRIsgk|zJBA<z~L{0
z@ZXDI!lwWztpNnak0f3Xlt_etN7vNXR{+A4=3IuD?>vDl*gc?{4Z~no`I<E{gBB@w
zPQ$<iYw7F%`HeFaodq@EnBd^T+*mblxp38ehQ2)h<fRX(_bTk^3R5L6Q5o=zIXohw
zVi6J1Mx%%G3=;)<AN2g2vS>=ZQH)yD8E@~36*p2zX@VcQr~K6#X~KFJv-^pn+zY)y
z*dG$+4pgxKR1Tzhf)Y@DcxQAWke`D68`&}zS97B{?fVuwCoSf3Olw^|=*E4V(|ml!
zvWqEENEAw%I}W81yx@8dWScU*gu(|pTe{qCoY5D9Id^z?l&7;ZLcj;Mx~QmuWv|R)
zz_odyGt~=qu(?OOL8wxebapd;R2|fbB9y*C9c%`PY-)m|1z+4`PnFELr2CkIhexT-
z4WGhFV}t53`K}o~Td7|7dp`OtQM(Ed{sV0TTZv@Jk0F@C57q4m)~p=)O>Kxet=@`#
zE^zMUgWE41n4BKZ1U~t=lPykFF_f&?W5vl>@$h;fMNpxPjjEods4iSr>Ceiy)GKc^
z@+=-us@x8HaAEF=n}9?(3u68FB;~R>tMmHTRd=(+Lm!d7cd^LD9h{HhWbBu?g0TAk
zEHv;vWxW<6Jd+MRN~?a3!@T?QeCEv}eT+*+Wtlzx$?@<!3NhJ$XW`Yje&Ip0@07iL
zkhu4vrwqbEkAWdbG&Z429De|g*qh&iCm*WR&qO7MR5jtoJlgug6d}~-0Lfye?=gMO
zarzDG<Hs#8iPIhTMJZY-pdL_t=gu(ZL_ZNivrX1S508YCx%8QGwXl%J#)-$J>!Sjf
zjB3Hj=KJ_+X2WBsVjz#tx+|}1UQ_&o$1S_)@vT~M5mvDyCH!UkhFu*Q#7kZX1TvFA
zB{vJcOrAf#*XX?ipYh$mOPxQz8n}ZLzHPXjrgjNCNuA<&bmV1hVWHH^YvJ@W6no+S
zeq@{~xq6jlYoV#``h}2?Hn}9XN4@Vx+M}Sjit4$F#g?@6qj1>iJ80XHa^}4?@jp6Z
zn4(=GEBPUDGLX~v<lWuP>rY%cXQSYP%wn4_H(IjAFwGt)(?!G<g69c@Rw1RXjt_Kr
zf0p31{mEmNE{XQy#pY)0Y?m-oh_GKJcTwFsE3aTRYnCD!HmjulM|P6abI{`Qm3C=H
z(=(E(=CF-0q>q`2501_qk#Fb-&W{U*gSKW}{s|<7t8aJ&g$#E_prHXweq7XC@1tDk
z*>dvp`MQMNJrms5w}<LB9{8+edC!hR9VJ%By{{$V$1cy3AVt~Dx)P#Y<Wnwy!7)Kx
zV5yAE`gu!}#rxcGgDvESkK=LAS-ZEmvr@BZ=82KOR2*<x8zEO4)Mod)gm0tSh-{xV
zPx=W@xDFozL$Nk62xT|^)9kKETe%0)JBf}$teS5Ee`4PjnQP$KI#1IwR>Kz#lZrs2
zV=r-Pas^UxM$^-eHbHN$*RG@<93q)Q!k{zJ9#bbTuXKh;85!AwQ&OiLX95Ed=UC|(
z1DKL%_iO6h)<Tv1mZJ|QI-6jq#szlAHU5~#=Ghxa<#wavL+4re<i61sg_cpI3niQN
zNdLOWM`xuV8j<~sp)zx$u>&Lb)=a3EfqZN)6_3})FODA%5r|#OW%5)F3<lHoVQM|Y
zq<hXM=Innh9Pn4#yt;fou|0DhSd~6*K=968+9v1(yNq;PzaM60&2bGhk3PYez!f2+
z5A>=RlLAbR%Gbd(ilf<VtrxqdK{H*iUf!plxby{u#ST8kAQ;3)sqLXySH}^wbX%sq
zr{?aiybQ1yoA$^e!L@Q`(6<&w&nI^89=-b{PI=6AUt((jej>u?`CRMqWBK?A1_Yz9
zI84mT4;-;}EV%IAlNXHnD{qPm>w(at#SH|5yG^K^Vbk4-y+LO>U*S8JTt<G{Uz5f!
zS4|u}NbubY-==vGv9y**%L7HDx3*)F7$qc{9h;#OSM85yd0Gl|`erhD#JIbB7fO1@
z$76xHkUC?{TkQSHMA2973H?m*KWKJ!b!!Qj*!$#x2(Swo58DV95W#=VU{;VN82tD~
z&2=#^3};%toXYPX9v_TSj8SUg=651sJ%euRJ|bpFO=CH%&{{w9Y+16et<Q?yeoH=n
zs&5MmhwvHhmG-5Vl`*3&%KrkxXguF;TH-Wc$~#N=WUVH@dw#f;wXIJ3@ykqyOX(%v
zsK&Q%-`}m^q-Nk}JzDH~n|%D-dUZ^Q9(s&W3hS7}dCQEQF0XfQS~;$s3r!B=@jG#C
z4Co7A_=*lh)q6?SFARW#YNXv;p+1MOgO;Y_JJgKtf?^uy%C!$8O~ppLPZQRSg@xd+
z#^J-COUtWo^Lcz97M!$H&Da+mCVQYblapLBWEKs;IxO(Qdh$XizGkEofp($51uP(w
zuaePpDMDoR=thL-%gpz0G7w*KJ^@Bqvv@lUiu)QiLj^y6UXNQ_Y~xGvbLlOya1<3)
zn~98|X=7*Q5qWOchZ8m)$2MK8!abKuaNY}FT3rnReaCcs*2}6G^!s`)^4gz(epyg6
zddGuR!PVke$Cis_v&GG3t;dIa>2;$}7vfU0&NxOM&#m08SfpJDVNn4$8%KX1YF3XX
zR|*zrn6@l2U3q#uig9l_E517}xUh5xj3$BFT*OnQ_u|VNgdutQ^w)m&9Jqy&J@Q3_
zKaa0?(ZNBLaVN{7w6t_@?y|MiM*rh3-0tH2wr!IIM0+-u!ko_ww_SIpYIXpdn}AR8
z7IwdYNDz{>v9uo_Puw~}6^3Xv&V(F%INNwR`KX^_)*vR43BlBK4Q(NRBmVx{+a~;!
zyYXb>JC9L4WN3t<NZQhf{H@DjBBh*+<Bgnt*r_g$-5vvQ6ct5lGle*Hm{={R)P)c!
zY3awec3O^Lu(wzFvRe~`M0vg4l)lFHUG{bMGTB>2fBP|xUsN?0&AS6deR#g}%{DRE
z<e-@PgZ`zZrMEg|S(1q7*q7&Q&3jaQw_tL}P<MSVyRrQa>6yu*Cg#Bcycsxs>D^W-
z-rFm|AwfL*0Uvs0C6GbbjTM|6g8~s5|GQG%5fpytGUl^mZ!GI>E^_?Yq-0Av=5YF_
zeiG#Sf$(w0D*X1xq0I$g8WUSv)hBtuvpI*k872dBn|(z=Bs*px62m@D4|!p|X}u<3
zFULz(TlU)~;ZRE-eDq`sLVTBlMW8!tfpKsBJ&50rAD_QKj$o!Jk`e5gbH}df&G^%;
zhcq2`EV43W7K);W^3&`Ul^#pCY$o9xQAoT9`bjq>qmP4mJsvk1!md^~6V$=;w#M1~
zCPN^#8zKA;Xh8+C6xV{P8ZcvmM@ydMLguKV2HtXKL4SXL6AK5W)v-g5^W<xRE=OBW
z#P>Wz_J$@rxNzVt^01oQSgjQKTgG7UdnU!1fr+IzH3@)k6rLisy6zI&5`}hkYcCHL
z!^SV6e9)EE3uN%HMX~*s4CaRtV~&fJ)q9hEwEMW_ciN7F;nho-*@*B~oDAahjhPDQ
zLF~b9({WRVNr>ZGg?QlGx52l)oIc4|xqqP(XG%U8YL!9cv}T^%RH)wq3jlx81qX++
zx^wCDG7%gv`llAh<uB!u+@-$84qxV}+a}wJKYMnT8xKyS*!I>tVsb!~CA+yCFIKI?
z-oB+tfIezQ)`50cv<3!*)1INChKJjHw0?};^@f|TB4&?x@LV@;7;ev~T~_R46gz$w
zKkEy{rDd3uH<TfD>5Z`Px*IoU#>^Sw9cV2Wf$M-#_-)QRB9N7Yqv{P3+>YKkqV<xf
zswTXkHV32j2y!Do=iZB!k7DI-6>0lQ=zGrZq?;c_9-x(~+6M3k<L`ytrH&7m$!2rX
z7w+vI#{%mIW<Qg|jDRXaz)YN9g}r<!N`NV6&g`|krZ~BO=FEP}hY#zZA2`exoJLY(
z=7o&Z_IS*3L0p6i+)yA1nOW;Q>CQlsfX*O*R&?#jIJP&N!&>DGk4gj`p5D6~`*!1a
z-&fWqwp>wo{<Gj(Br|iwmlg^Eu|M#e?>1ToZ6&q}vY9U9_gk~urpek)q>J{}=mK-q
z>MqHWJ-7`Ty!R#hx$GiWLKD%`f-42BJp=PR3V)B+@*(h(&7^}baHb$)=5)tJI1?;%
z-zJm_!4&0E;E0_?iSVB+O2=Oivn%H@boUMc=r3J(uSMK%cfq6CTB|K0y3_Wc=E08V
z4wESN3AV0D<luc<?M9<CILazXyZEVQugb^-Q{!I3!TP=*m0E4x406H~^!G_YC%AzX
zK8$R<--s#no*95{qKE1|uT|R71vPmfwPxUW*^2^A5deILLU-RBv}>)0ynTC?Y3!<8
zOjoF@^@-AL$DYprXaVTmv{#Nd3^=~Ioe~$zc_<Gp;{+1{Rxx_9F^pD{w}$z-Ky9#L
zsUCCh40xTM?oQR7oJ?ptcyPb~)Bt__6}b#Xn1ZP>t&!|ORJjILd%GSZYRQ!No!67V
zIfU6y#yQ-usE5H|Ai8CiY_tCpQBQhzId09+BwaGXwvBJGZdBiIJhF#UDnXYc!eQql
z3<<9MA^~3qc6GtD9rt=YcBc&pHW=$d|My85`P{$0zLY$CnITr*Mrk9k3c6&y^*Vp@
zO5u_Hd~&0)&h9>j(P!+5gmA!YY5-$!V`GvaHiTuXgrec@(ZcTiUHKHxLJ@PFUEIcg
za@69zJuJmV{6W}cs5^(eE$N~tcIdr;yA(K&p_MP$(FII~Wg_%stHc+vu3fP#Zj4;_
z-Gbw5d84@#>0<PI5Ad6(J9+e;de5T#E)uXd{A3Y1J38s3HyT;7zbhY@9+pHS%_It+
zt6dv){}wC=15O-&cBXC;XKFKi_X>7DOiCJYnI(fTd6{yHZM@RRU=vs@6Q8*vr}xSF
zxVK4L$o9(nF|RD8K<mbXBaaOuUv4o>uHH<KG@~5kl6+24QJ3Jx*u3LJO^3-wBk@*Y
z{CcQ6zLnf@RH?FM>9a-sUTAV?RXzIZR#%m%FgoW>ZfHnIw9#WdHDkJqdR64Dg;lnS
z5UDgp5%gyDLL3ufp-`g4b49t=@lxNw@I@qaLgpKQ0}TTH>-FNOdOrGXp<aZdO20S*
zRS9(Z)xq`xVrJRse4Ek+^ybM451##GckU!3Jyg#8F?~<XMj!(3W*~vAJ>ndl`555V
zwm9J+U%ylydvWp@>7Rt!g+Vv~G|N!yeonA;J$v74=qs1aj&@nCZWiIUk(U(jI(CV9
z%h0>dC7k;ozP<yl$*kGi)$97M?8<8cUD~b+NE7KDToe%ykX}M@X#qk&2oQQK>#Bet
zB|%z{E;Z5uq1pf`A@oo}P#{EVga9Fw@SW)1`@QP@zWkP5$R^Koo^$5R{O3P&X0#9s
z`0NqXO-0Ow%<y*<uCq9;!iY;S%a=Xwb&GzB3sCDgZCSwVED42fF53FfPDKxEuWZxG
zPo3^iR6S`Yvc1WhQ;75q3_`XxHyxU)L^_Hf_vZUT#s;v-fr`hHJKS7|+Z?GV=EBm^
zzN1wh#_`-uCbIJhIlWkwa!v^6MNCyWYmx<ibheR`%#FoS{&?+5Dc=@X7-e(4Vd}#q
zV2(pjKqT98a%bOy79o6HDWrJr>Voa0XJZ46m>bJ_n@(M0*RAzKTj!-N#A2}$6)PLW
zilyw#pQu6x>a_0MshlQgtNz|f_=>Fa$f?ix?x*Pa`NdfJ9`&cb2`f9l@jD59bt~a4
z>kU@E#8J97qi(bFaSP~)p)WFV5~dO%rM=63yiz{Ie}xfSRCDD49=Xw>-)hF=AtJ9G
zWRF|~{<B44u;`O$>t28$#yEZ}sMTTFR;UgV)-RWs^5`MouB`d+09}VU7V?3|#N?YY
zN0%Z4tA}-dYl02my@oW6NBjt>4P5<DemY_9<HI++i{2mA#_K)w{5()=kF}}22>WQ1
zwkcL8v`cA;EZ%$6bnQ^}Bb|`-(UlLpO#!;3Mwj(pR_1N8gv7G~-~Ntp-raKaUlGtz
z$PRt@FroXn@v6)Q9or$<6bjc{Xx>_Pe%tEzX<PJk>cfPPDVB-YnF1?o&GvKXM-SWe
z&(y1DZ91jxM$JRKCw5**^+dCrRw#8q2T!N8M4SVDm;Usf?L%kIoY@_j_8%~20Tq{7
zaqB}y$U;6T)(Yl#T~*HbPsQVXb1G+u4Cdb2p_SJ>CZ(QBHZ9?%4iTgLl9LhVj#otP
z9p4*I4*Ko5oS)&_6R4;=_B*d)u!15{B%>pzTNWqC?ZrrKajt`XsrWVM+9?jYh4$&0
zny4BqT?n0~PahX)0IonyUA4yCe-Upos0R%6J&$lozqtBI-xOEq#hXMde#kpJ==18`
z@=t2?cM0ucGlHJ(;jEfJvn~mo9JzXZC%n<MeL3V~?cCji_|JTSm?H09iILY;ss5FO
zyts$upTZxA2VS{iYSS+vR@1b7<ZWZ9f-AK#b!D*df`9_@!+nuxFxh?A7pXO}){eou
z$6I5o2Jh8q9mH2Z^yXYw*$F|Toag5s+Fq>bymCo&V_85#l{!fl03M*Rm5UK#rO@&}
zRK@3CpTBI0*wSCwGO`u}wfdf(<C94{-j$*wisi)SPR}I8J*0K<#t^zDlLDppJu_Y>
z&OH`7aGWXPm8&FC@ojSEZTYME3M=<ScEmV~nRHP=bv`|(%~`P#7y4n}`)9y<odUgm
zf66rY#sddujXhY8{U}2GPPcUXKbH#q6;yP+3OYw~(erm42B_Hv^x^ol6>uTHlx_H>
zk4zT0cP~6K?vLXZE*b`Thlb<Xl1eEW&hzzoH2T*J^|PPc<y~96CrXAFibr#Y8`rII
zn#5q|Ua|hm0`v9d!iO`_!eh7I*;EkB$wO(dGtLjfxOSfFMOu1?^_!h(3SD}Nvu72r
z*L!a~SMqBbk}@rdOk2W^8;5n(%Q+LDI}r?*20n(9CQyygli~4_qqt!O7&~LeY2YKt
zj<etZ+gQmM|G1F2BUqcXR-okCoMzS(fF2Vs3io?Un4YK_fj&#z6`R-YjC5ks#pe-P
zScS9|rt0Z@6(^<HlHn%rrt&l`Zz9BRz0<-w%cFsQPN@q9rXcq%Cb2&0$fc$J0}E$|
zP<9;^J8VNx8tp${w{rkUi;G)zeQdqh7+@!+4sAZ?RATPkVL_}R22b7)FH$Qhc1jT*
zyRi~9Bx!XF^08ajuF^Gswk@f|j77PYwKKyz9fWgE4UE0!=Oj?nYLhGkt9GHIyX5=S
zm`VdMz3Keg(wM=VuC6%aYL9olKHibW^O2y`LjYNHrFl59>EzIKvlw&1q6j>Cf<3-|
zapVf@@1Kv0vb2*L8TKUXLkc>|iO1cmhGeN#i67Ha(G8onO0f5LAFa4573@TiKAx%I
ztk7hAt`LV)30@q@4E#CG7TW*A^UQv`|9sMY`|Pd7k^=W9&MNE+A{Xmb5WRu(SVyNm
zm>#s?6BEk6(4S5g6S^ZdgD|rNE0=e6-%l&sEp=d62Kvu_IU(g{ECX3mus!7TW~yHR
zXQ;kEdGI626L436bD;Dpc)|^RU{8c?QJ<txn#kr}hirOld5K$=`RR5@0A%hodfDou
zb|>-c;9Rd;v4o&ZjdD`xR7q~`rbAIvKo-BcxQ6wG%h~I+<%*Fp7qUltOs0)br08~X
zLqXbN>uPe>jm0rTa&Vv}RwT_f%=69f@dK9y+G6P>nzK!O)!7`+JMi32xKz^v7nak<
zAa601i9kOtWBVx6*_hy2R5M3}odtS1kI&gGuzb*oK;p?v5|T>E?%fJt+4{gMU{%wt
zJyQ7Q#K=xZ3+ZstaO<!r0@+uSoDaU?U+!UTJm&_kBC~L&$=xxJ&oS!V)}jMv%q4sV
zCleg31jZ@myrF$K)478)l##ieW>x82M9!l`vBNDB8|?3I^z7B7k%Jl;f5@;Gc1MfX
zsKvX|$r>$bEJ7N|z9P~*<^pb<e%@;+*$QKyPOYAO;?lSH{T;IJ4tk&LGMf+O><;H%
zuO4i&+)hgwmqo>!(-o5pwH1cCt+vzn(?}vEq81gbYD<nsR7<g$aW)hT{jrVSKSI<;
zFb}6`%LbYRmpc5dyU;b^T2a$lPK@K%z>RDfZb%@FD;Cj<c5`f+Q^Sgr3RW83V^sz9
z25CQ?|61?Q47_cPc0K}`4^`5uWRvx-yox-$lmgkGo+WCtEZjO9ohc_g)TmsOy!`cH
zk{gHEw4Bk3#cAFAs@4-y&t+;%m+e{&eWkP-#uiG{G*Ix3?tpE#EdDN=#W9!d6J6#@
zk=CnWRtVW4Dzbun%-+`bPoM17k--eBASra2N4(4Z+EGpPB4n;U;{Gy$vM~6w?`CJ_
z3bn+k_r)&4=yKJ;DuR2}eM4xBg!K*39)eO8jiy+K1=o;m5W$?W#Z=lxhqf#RH&WBO
zA%V#s+m=C+Xv1;hNJ34k)1*ftL@X83ofhd}@WG3-et$z255~)eG3l#3w=7~V=-5W5
zwxB9tF-sQGMxt$1D6O9I4W-jKb3#lR$;JS)LqRtO4}tS-;golX5<>0DjATj`CR}RG
zPKwny!eDtML3C4PhP!3b%L+<sddC(yts5O$QYbjbA?gQT@6q{t?rH38{s#Prc59`g
zVUZw#W%-f1O1>W07MA5WU-R@|_o)l!p>51i$+bpX%nH`gh^ou*BG6l-CY94EIXynF
ze0)cJvinC}qE8ND#>82rE~2$)tmD!;5YQIoa1TOcB?*-A4u)4mM!OenM0HId2sP6k
zj=oDF0r9LLFx-)FM_HjLWg~DjOTevBuar%;sxqyRAKB5WMBG2@DxPx%e^d_?9R1JN
z;2%*0FVXwYrzcvTp4+<<A#<>4z0+|)do*$6D%Pw+yC#`ef6)5o&&D~YyKK)MA);mC
zWGsJ67wVF&ld%ke06XLXV8)7Vm|u6gO4aY%bpB{-i--10oYr%8mi9(}_%#KP>rL^3
z$ebZ_Wrw*md&9>9zqjNCXy#+l%g)z15lx3>U=!ky9y?N1v7HTr<#NW#{E7NesC9sG
zw(jW4^2BpituPMK<h*U)RfcF6*d09;zZ1|E#$Rh~K9;KEj62h9&+5R0$+OW?cgt$t
z5wP=3D6Qo(ha%s^RU_>Zi7REndoJ^iN9-Tl9}ZhUHw;Hs(&~<vVJbhI>k(!wSjOL_
z>0Z5hbpg+x6n|{|S73<6g|bVn&p(3SCx2Z<=$Xt6=5OVkONzBOgK~Hb5iyQQnhj_g
z{|qKvs2wqB5UKslc+mXR_@aB&<JBd<NdbBm%HhohN#<YhD|Vi~uja3$B+T+Ph=m4g
z6t8oVwz`v(AcCV0k9ANgd%_kcC0on$1Mr<%in-okBRBUDvIbme#g9W!=`@5{ydYb&
zsWpm0W`<vGqVbt1=S0ZY{tGX>ZHhM^HD@J7E~S;7sCGOVj$7@DV@~4ow5!%tYbi~%
ztfAPfA&Pm=)#Q#@z6U0Oc5vT6y%M3dxz>a|!vN)Z=J@CwwCV&Xzx-p_jen0X0z=&1
z7<c%alK)}^AGNtFDQGdfX!X>?b_j-Ol0=jr8$mk^N0av(&r3P)hVHC8H(i`NrPRTf
zU=k?jm3Z(u(Yjf^uPuC!Xz!$vP<ar&e!kSFt+Gqk5FI?5l4nlvrtXDBSXa82vcr|8
zcHtOOa8p3C<N@E=)v-s(GWb&cK6eF-+i=d{t{acf$x$)cJ*{`L4~bc@K(#>8`5@n-
zaM+iR?qz(GAAfYA9FD0<|D%M0D$01wX*2;vzW)}P6ww+eRCGhxLx8~*i#gY2W0W}&
zoByI!Udh$^KX(F%tK{WQKf(pj3X+VaCK(}BHs&|ecQyC@0>IUclm&pb&L}~xw9Y8i
zw2SEcy8*fM_%pkhf5AKk_i%7Z>IfeiAJY-mf~MLiEmUS5#hx$i#@rpgTyo+iU)QK4
zJKahN=X}<A;c8<Gadq@OIu}D&WbMa3vBz)Slz?ds!m>Q%Mwi9CTD4&{nEiBy9dR2o
z8167nv7fDMDGb#G8XaH?+N*%xU^zQRZU46S+g+6~(pp=|ktipDd;l$eJj7D;0Z)qT
z|H0m>c&}0}zodxM)fO}nl7DDeM6;?FThl|!GK(?CSuHy>ISG98_~#+2znay7YUK|V
zk#IRSldw(ed0hJmpZN3R<gA9?UF$^Lp!T}-fgWN~R#{qjha=>?GsoW3b^ZKbWr6WP
z(LXrR?}01vxUg5+VecIdyr4EVT_h_o_8u+gsM!l};lTgTg{LFohD)hgC6vgS9vg&X
zkx$Ye_(1tHhcUgg7_-@O8IML9nhm8hEILMM8%6pZzWLky_BKnSG^eC6i6E0~a#L^Q
z;Fh`#0=FI!U$qdkEBw5D8xqf|NSqX*ZQy2uq}I1_6zwEE-#KWuOE2YEm*HXEc1Tz%
zDwv~<#w20J3bCRMH8bbe()b%{?Tzf()BSULif9~wX%VFJf$;1|aMWOpX}LgG(1BI#
zdUsgPv%)#xg7{vA&%@-41j7_VX(L-GgcUxjbz*kHDuTa$(r^_$25rO{7ilpO=!SR-
z+q+yK-rFh0(77;xtYi=188=vbU%%UT)2<pDcfA0;XA!yX-yssIUEZ`TZqWYBAYv*@
zHZI1AGn4nt!G^&HcW;b6;<~{`)J;O&hJEDzq)|P7Ej8_x3L6zShE)mYES25EboubQ
z(+E=D#3}Ue7%%s_Cj8E@{(N1AAx{)IAq?Jww2Zu0eCcN9#YQO9e-tfj7w3GiI*H4=
zPD{Mx{;Qn_#WQPj+onxVR=X^xh8(pE_3sGhl)ZZ7i8SCpSQ{O4K~qV4#YR?2l~obH
z_gkEX?;o1X)B2{jieFdij5mDD8D>0e<VLtmBNnIfTnDH6d-9HdEq?p<U8-U)UDha(
ze8Kh7JcAG*UiRvh7WeUk#JP>-g>7}p7tD84j61*K^7dWVp3DAay8Z&#pGH}Zruoac
zqm`J-pz#|Z#wiXQt}9mnTFyZf>7|(7JeK$*a<7T3s2etr=I@vS;Czoknv~I%In8OU
zs-xim-NX9JS-fSxHLVnbubi|oxtaKA0C;P>nirn{;GPVM)%Qz_z91%k?WXLz-67tQ
zIAkpuBI903Y3C*zfGKDPA+*DWGR<e^{&g`sIR&r6(0M#~y)~PdESe)1nzkgIeuw;D
z^Ehg2Wm3&^d@`q*3Ywx5KR>hBH_bo5q@;C})oTA6nn5`K#fv=dz1(=3ONWE_U(s^j
zfg2)och+68g<G;EA@JbH?3JCSO4usPl($qiRP5{NR?NTdvB->zdks7MIAu%$8Ob@#
zrn}LZq~{wBH_fl{!XJVS?M|NQEGLPOvPh0esH>uMeA0uc^tiL!7~$1%13xE?*--D5
zlhgJP->k)m>=kq9{tiPwI~DM5AMIpWm$UPi_g$d-70tnP%aJU)tZkZ<QH{M$qe|@U
zLX|R!P_f=H;HyLrMoV>-cc2@Z2OXBdr2^=QjX=G=eF>U#9|jKcPbVaw$k<3iJj*G<
z1X7IF*QZTxW6YkP!zb<^3kc^kFO5}ZHM+##!JC!-rHnGJ0PnU|bH5|z0unUp>mzuv
zp7#&C#h^Pe+<_YkA0QUqxZ_g+?C3)0l0}E>?MIf+FX3&Ae2Qvl8}A~W7UeFg&4Ah!
z5R1~=_(6yKcrRaIQ{I01)C|J&dFn|=zMk2APaXz{Rz$nq`6=%jK9qvmyCm(Xt}=Hj
zHt7r~I(qx{yxF;uhj^{nIBT{DG8cZn0<Hj7En&XJ=Qa6j*XvSO5&k9q#@td!^er@9
z7g7vbmgVQybs~7du?yZWi5)*4Ki?EuwhDQg*AE%i1M~if@k8(R{`BE10F>639kACo
zKUlqfp5*Ql6jUUc{{l$K#TBlR*Thx-r96ZheFZ!DO^=sL_vKS7NC+Np4fQA$Tpge1
z3m^&!fMNI~cYgxGc(anhP1X6?@EQ<n;E)Q-TQAi_!?JgQpCt@jt|O<V6uI9Dnlpw;
zI;8{i_CBn&=29~-REBXhzQF=(htOLl{_us)nZ4@*oRnkZ%E```(!uWbklqWefFZ~d
zwO{iz&uH%Q)3S*&L2yn8XN=NLKy<?I_#5)V&)b`)YhXcBjU|TWEilh^lq~MJ{G7tC
z{Q%FdaG55M5OnnT>zPDq<?@p=V}@-3BJ>_``7}r0qws9{QPUISd{RY3A(CSug>TIC
z^P8g;rCggTQ7NNXNWljM1_r);_s%mgC`e4`z8FX%Br4{(DYtZ6C&+xg?lOfSf!uuF
zEPDL8&%QmWmTvq+jL!oQTI|Wd=DFTD)EW)%Dl3~+f2K8)GAdblFwLqd#)H`ffQ|0<
zb7Y@S6zF_3KCA3UjXia0<T#T~x~_iM_-dJ)tEIheN$J;xes3G(4kwOWpGCIJYGXeN
z?lTMhsjPBr3JA9>_Gd|n94l*{Bpa>IJ&%%%^F^yWz3+sXS&!FmfxL<L@4;|-|4JUg
zr>?!+0vy6uuS?A5`u;xp?IXBF+hEi_`%cboE+7}Kc6$AAJ2;u^>e4$s@2p(&Yn*>V
zAC({5Q4=c!v5}ExS0u=6(w#6k^eh;Fjw2F<#_P_(pZvpa?!KbahON&aTXwWcCcZhI
zb1X^bDN#19EN>9szd9Zl*SSHOlx5Z18wKCN07mEEfZ73^Dp2cr50qn5Nj;CDpRWRw
zPXkF6bN_-%)NDp`m;0TqwXYn!sAhBp_{xlwmcsoGp4vd&>jS-ixvdgxjmM$d)X3<i
zlyFB;`o2LUusJSwdLd%KKi*7oT;WUQmQ7`(>HWHk1RCEE5K*;)Qe_P%&kLyL-Y7Qt
zq`fI3bzJA{k3S}l1b|jmNmq(iM|KF_!`AgzL%)-Q{(uqP1w+Sl9UHGvxDs?<l6Cg6
z(VYr&y()BauXVsx4FR=_X@P&?t%|`htn!gDLmp3_G7BdjVi{=e$#GDENjc^=@?A6h
z&wE_gzHjKpY&Sefv^Lj;bevYig)%+bKzI_^il2aJezl0)Khj=-kWVhMZSV_ZI9I?0
zh(B(e1N>y(w>eh(_MLHYJ9ivtHDIp5cYl+MjMS=#+%EqjC|@%Jpdv7U?F`Nr$vNl2
z*-8D!1pWSPD$c%r|2}F_5ZFp>I+V!mT(R%T)6)tCt;-YJT;6luM15b40dHx%<(_*2
zcl&E{89-QcnM|!|aC2`6M>}7h`y~JOb?FNgC>})|>NAUg*M!rxWrMDM`RvflK6~9T
z&&zqUrO|7>f6Gk+*^z9<rx6y_*a-H5(UMl`IybLL7h?E@1-uf*90Q*MbYNq_$Qa-<
z=sb@Byp%j}QSKjAnn11e?G6DtRgcV{==hH@qg3qB_pM{7)nevd*7{tlHeKXiV&r7u
z3A9u8XM0PUJ-;F78O7yr0BG0C;%^YM;jFjL27o)*q~DtX5neH&56_k*G7a>f#~e6x
zH8Jjn0%#Q^UHcO60L;#cA**P{-@0P=|2{eQx8M8;2l40=?bZ#*qTSVY$<PcdX@%a(
z03M$%aL}h7KSrQv#c1_NVoHPrM<z8zWtM*X_JX$`B|&aN$}N>k2I~X1Emu`pf_nH%
zxifqt7%8-j5>}|B;3<A&y3~bmd)D%~Dt-(W&~8Yy+EOhUiBfzJC$^;)=tmj^F#|mt
z=t9a0o+ESvZJu9w82Yv0@|2=+jz;Akc1`~%vUi}Y$dcgGz(>->yase9*8rX>xrL7m
z3|4L@RfvqQhXf)`<K_oJW*?Y`s*V+t>TIBx3eIQBpt+nd@W@SXo%wny&S$5&jCpr?
zELepBswgf_eD)5;#%R>1XrXwb$`TwN=Gv<pLs3b8R3%qe-&>olF*Z|&Na_Q$l0a<?
zzI*(Kqer>yV9m$X0_s`t?`wW`HUpe}?0*dBTb69ig&LorJe9H{q~f!lRU=pusM%$O
zO$V%Q9w4<}J$i0g@KY3@mU`MFDzyk?Xv9cNID+N01J0MHHlekOaIl7uUrhvEqrM)x
z%vqMmHl1&97SlhRyO00bUljAP6~2%7dmiUKv#WJmE76z_vrgkbAFO}*R?<>E9daXG
z!x_ewxzt}QkxG=whr8Xm(3^G`-8~ye<EMGh6D5iH+8(6kN8HQ^<Z|p41UJ@FU$1_g
zctbWf={?lM&}ZBMsNvu50~Exh#}NNN=GB42bm1D;AK%H~jCtXzn-0LVa#Qu@)^g0x
zt^ao}z;uG4v8noDy*w41R^DxVuWiK&g-&30!v72~@Uuf+I|>(dCB!4>$>aNp7iu5k
zdzlZ#qv0{=!Pz)^xrHy!lKAI07j3Np$N2#CxJt9|9k=J^pWVCHkunk&8`l<l+JgH4
zXU_ub^E?$`1ncK7@xzhxHR4}S=k@3Ihkd$ElbYG?_-LOyKX%Gi!C7a<MUA#yK{6UQ
zwHKICB}r=^h%a1;{KL}kpDlN9>Aa(2y0b^gJH9df|2D(QEx?eS5~L&r#*S2lI|l}v
z#AU@Jkw`J2Y>zV3p;)6b_o`0suO<DdqPNT=qFWRTwmki)=Z6~y-D_H9KxPhWvgPdD
zsln%oXYAc;E`|=}dRp7bTpayk%AfPQ*OZlkc#&p(q)orv)XO`4PnBRGDbpK|WZZcw
zpRWOE6bqN}zoSp~763l#$=7Ii-!aShsgbz23g=PK^t7KF4Q|<?<pM+S<NwD>;|RM7
zAa4ld#kr6Gay>iP>W6Ajh*Ld-4vbB!iTXtrAkf7p`^PAWW0d}}#d^RrFIjlD>@a!C
zzK(v~E=cZ(-Bl_9aNDrUPeWaDTnE)cSvWEEIxi)yN)qrSM^1MEaCVB>XwBZHVVy|`
z`=OuOWgnK{I1G?GlnJ;JZba&LS35#$b^fqNyU`N5#hHUWd@Gy%KNzy>vm?O{VM*Yf
zmxIt52X4p$HOnheNR%lc$`liwHL&}~cc#WES|_Jo&tM>yU}w^vR*o%(WD|DSy4xVo
z;HgD~E>lkXGa`A#h0Y#X6nV^zhRJzvy!RXMpLsnBHZ2e=K0s*_F>M&hc%p2EOs$_N
z)J7iT9Q@6$ebj|{1Hu_jM<AY#MSxY7lxZk)EA3x(csA!A<64zpk>BYWLwrn6b3xp1
zn|H*HOBP(8i$1WepBUH2SJ_%Ypn)gFggN;(CI;PaTkZ0_^C;<m?weKO0ndj?N;DjN
z{=moI$5#y?nS88`x{bGScEwI5<e3_{2h+%v2mQ{vvLKP*-SbejdJ!`V0%*rIf){}^
zrrC_#%iB!Yyw@^u8l)y0s$V63@0aY`M|7Jl^{Rl8ssCUC7ce~)uI&I1a?|MKV8d&`
zH(#vfU5?F-%K+OT4K#!N6QH>>S}(NcP8|d+l0Kl7zU3fZW~-~8kx$LDu#`;-Jp=N4
z|1rUNt|yYeV7SD%gr^E52SIMaZ@=7_?iV$z%)O)v?lF)DfDYg?U(|3)VC>z0?5{!l
zKCz;~%Ao{cY(Iat>=F12yepafMGXVdz59>zm=yQNQIOGaMO`Z+F!o*b6ls-ba|l=4
zF4x{|3T6YK-8v7MX!x+h*XrZnN6YMf9FI=DQ<+wC9&d**PA=41H}GeIrl!Ef^&HL_
z@gN>tDzJ-jNmt^(7^(;}^QoHM9}WBbKUx`qimym{`ugIaIeAa!o6lPDDiH)UUv2`c
zC1QSp>($JLR-75tC1ZZYt#yCfCiYp8+bZYxhz$`sJ)TaYGZHkMd`P;?q3$1&%(-E+
z)(SvuxMJx&@koF~(+I(p5$r$xCnMv}3FR&U?JLA=w0-2m1u_U)c~>UR<A|sBXBVss
z(=kgrDVb^v>{?*sNKpRlJ~2Z8Rsa}wuVf<#qE-2`tMro81NJsR1%o^Ab;NzXg<9G;
zNP#iXe+ZI+fRd0->bO!cvPbT90W<h)2kb9ffMo;pYH4jHY6`5-BDJsQ(^Ha7t0K6z
zw(%^P&0+7)N@X4p%irlA1z)>63e55}R;t=BAF=ct0Mk<-eGH@zC&u;jt;Tp6J+?wP
zX1^XcoV`73<)sGa*k<pixGV(3_{R``xL&QRR|)*d!x&NlrtE^6%}3Cm{q``L8e;Vd
zTsK;(UCYLE(va>MH8Ih_|IXy^Rk94^Z<m!R4iIR))vSLNo0tBK$K16&SoQUI_dSVq
z(W@B3w0n?i5pzCGT1!Qy(Tqrj4M_JDn3jpRQs=pH;sTzSAHnyu^hDSGp&P<RC8vRZ
zhL~Lw6Uy}f**Z5e0;fIzUBUwpT)|Oyz!?aVf(-q?u@ixxgV>$zMiMp6V@<a)%6<7&
z`8^i5HHPo=WB;u}-Hgd|eZq}-4&~S64@<qgKWuJv6kfE@rg7+^89*h9d8PP4Y^VPn
z?_|k#tBmn6Zkja6M-~s}fc!_0F?-d8PVOQtM_e>fpL@uCY5+u@;{cGl7cX9U4R6~A
zCw#kB>Z#Y4!UF>Z>rE>H#>_?QrX}7T9J>nS?o~VcV0Hd%067*~?kE@)B8g{=oXpKl
z{kXW+6e54#>aGU%uEWhK5H=TJYPPs3Bcn9I=c5B)5`71sTYYAFm_{B5dJHJb$Vkw!
znOD!p_eO!8s=ldOGu0_as&Z{D7a$1|y_PA|kqTENfEY>d*dQMwr=?}x$cNFq{UL;|
zfz1qzt-s--(J_N*oyD}r)n3CVE_~YyzPEps2g-A@mrp9G%%ict0>}?O$ypMz99l$h
zaYc96q>Jl>no***G2HY_1AQ+Ic0RyZ-F%S3mwaLmbn|Nn0IQV9WLn+iQLOss&nm=c
zV^b?*=~nWRZ_LKG$S2ASzRc96RiWdo<n@_pAXAl_?Gem58^0J05=Gwj;2!k#U3Zhu
z?Hd|O4NL~(HZuNptQRHDnel-OKEIJ|K5B31adO0ZSx;6|O?#UFL64ZcSiy8kzPR5}
zmLOVr*yoOiwb3IV0_^07?zW_*B*dtrbpLoq(PuX<7~B~6@v2h~Ey1$CaYX8z5XXjG
z>6e@L2(Vl+H|KiY&Il2edG)Ww{i$X2$xaXXmTe`L+$B($)_B;zUFKmpBl6r;{YX^S
z`TK_M1Ax)lQDXTM7Qk0klg;fUhbAWl#*yc2TpEB!_>sXdUfc=Wd?l0aLR0HXj5AX)
z^bvn#POIdG8Y0}=JBw!O&9^NBzQHW#F0_Q;ZN1>lpK(itA=(~7)P9+#1gtpl)+%9!
zOGOu1H%Jj}eJf4rD4^K!H%cEW1NUCed9)&cOmot~sy!p*0f{3!h=TaL2wCvum1}<X
z7Ab@;Ss7v7wj3r`DOi=hR0iB_^zcaw@3PmFVI{xi?o+3(mA?&M7|yn>elA<VT=;+=
zS8lh1$^a!l5eUfTt!sd+xR$VVCHWlyT>M&vgWpihijTp#_3-QGpAaXjdYkh*1Egg7
z4~mufoQ6k9z`c8luMzF6ZfS1ADhQOO81ztFp(?Tx@ZJhjO{n!6RhC`5n2@`<5tlM0
zmj;Mdp&e|BXYdX`T<FyV52KS;stmaZ@h(3Gly`KwtkR*2M}c=KVty@M=4qKn`3(tp
zwhLD?4krWXBU@@*RtMTNlnW|gA)4trDLPpbRkn8Un)`K%@!XsxK|zzn9d5=RbC!60
zamW5~oQKOE=YU+~*i2DWrY5rA<1qS-wf!lGk0W8BM9bpaUUM?JmVf%>13R(M>1Y$L
zaL3>*=o{*g;8VoD>NM^njM};MhQ!S~UJUc`TckFrfWvgdpO|A-Aj5zFlOmK4{(2DK
zYj23|ur^nO_!yUM?^m=hk{?~^848o>4eJD5Ak+M2Y7}wc%-u+Hq>T%`b}PQauO-qb
zV`WAUXws6Nyl=R5z&V8Yj4PkQh0w%Z*RxQfQER!|u7QdJPY_NUs{_+%vJ=!NO<a|m
zW`;uffs}o5p<MS!?qM~cUY`IpV*cIX=1WHETj1zOKFmo3xBUh&g=*eQ-`tJSIay-8
zs~^D%Z;4Jw=&R3U?$9$&s8B;}CN{W(@(dOd5=!V$oYgsH*#m4o_bkR4D7g!VYSO}p
zgxi8GSgi4V0j?V{uJM^7sEr=xnKLfT**kR~{??ez6=_oAGI9s`1x4sO^tz{Vu48p9
z#`1D(70F4kmQpEUUG89w8{zKZ6E8x$Zc5uz06g*^uMavOXR8XlgrLIjsGQpduE6Yl
zP6N$P(U!vdO`e?GY|~o7*E;iWvmU=4z;5J)EF(-~MUA#fsH_@XsG-9;7561KZmjL2
zr&t1_)<-y2PoHQovlzBHMrK6w$g2MS|G1eKNcQtzX@$17@@Jjg-gx|$h5D4f`AOe5
z?vU`Q&#8EHO?q8OXLP<?WElH!+#6m~y(@2r%P#v{@}xZHKAB}PI4Q`z=jm7rQ!V*~
zs)Y|2$a1`qQ?2~}<DP!=gXJL`g!Z;7l9uwBGs_K(gv}o0atw+M&foxN%C^GAKy$m1
z=HLJ50mul~f2GBlF~uGg+4{tCSxVbeNa*8A%CWw24W(cPRY1YxdU`Lozfd%P<NKMP
zw5pu&zCzLWc`W)y?KbH~W!JxNfCz`OSKqjRpDAO%urNW@i@yqh69dl89B4)G64@1G
z-mP>)1%>DtRnp*K9Q759d-77V4i4o;`oI?buK}(sDLMgJ^_grAe{JL=0*<Z-`d{(Z
zC6%VgI<k`LKDwI%?R5G3Gt1A)K)3cbi>!KS?AD<B(W40_I>Mk8iQkm7_U@Zaq949}
zZO+1_b=1g(29oPj90EX^=k#PeIAq2;X7UTTZLclR3$cJMsBkmb`wJU>bMG2pw@p5#
zt_RRF$EPwGA;JA}zv@1MgTsBZ?(dOdVFl+vKIB)g+v-o1t+HOak)N|v(P_e@aO$I#
zMtbI{FNaEp$AupX`0eOX)?+5yxTgZRXFjd5Rnk402>&$}>ng|?B@O;PbEo54`=Q<o
zJE<q0b{Df197%yF=er(qaBrJd*!Fg~>#bX+2L=Qs0S1La+yBDa$?7yPU#YIVJqx_5
ziy(0yB+EU_gHI@*sHNi7Kn(0oc~4vjhiL+idJOwezP3QBZ)Iw)_)Me)9`<a^jf=J=
z$j_ZnOf4J#dukXWa!viJ9k`tKC*<TKa6ZUR&fSnEdgcl@_gi)To!arJWpYatGGbeU
z)oK7vf7b4XAbviw_=tMiVw!vSjhfJBTb(CcU~TrV14*q34@hw*p%=<Mm;Om62Z{ub
zYxzNpP(`v8)R)O{T-kbD>lX*-UGlkk=JpmiruTgYcH6s;p7)Y|pk+j^n)wgj?c_wP
zqQRldzgdehHjPuUKNfCfmO&m&y%8a(4L36Mjt6@*IW%wmy_uw<bCyqb*+|{+tV8j4
z%Hg*^$UwG2e8|+02@z~k;ECc-oi>s3+8ZQ(eQ>hl%o%R#Ig(N#6SXr<Tp7^7w}L3w
zQyo9+4F9$qRc5!I|IP|ePRZ*4E(>$p<I_Eeaw}<hgwHREIUv5+o$gyNtL%3=RwrV~
zLTs@+Y@{jNuW{FOPfMFaYRL*rzDnR`CVwSJ;E$zwuxB@S_)&u7hz~&q`q_plPFtm$
zy$@RWZ5*QhxN>D}!{jkqDy6j(-F2jV6j%%{n)|Fl{W!A_IeGbCjZ%n@frEJhnn_UQ
zlbJV?)CSkRWXGKCd3fiQ*72}eSrq$PMnGr6@h}f9hwus0>60KvK6mPu{O_mecQQDH
z)3}&l2y(aqqnB++3fbygNr<Nia`7n+SNlGVOT8cD&-gdL!>!k^Dz+Ju;J{;uQN-q1
zmG)to%K!i#70&=?%Y$a8RHtM0^jKU1{i$bUWRu**7vUf=oki83qRIL-$&dI=2Kq&8
zS?tOF?_>Gl(2>}-8uG4U^I9ueT<E@k*!FnOV=j?Wx7ta!i6HjpBV6bD3E%)^rtneI
zh$GAO+u3!y8+#;b<O6c(F!I2j@KTfXXr-GJep)pcb39SE%ja1)=BSgd=cs%2U)A@A
z8)Gr7gZ7^1J;eV!dEWi<w!FO|<nZswb{@x$$!ER|@4&cqB}&`Tci&Xp5`;J<#<kNC
zj?IBRh)EKIquu`K_+0%eF)d=QOQoR2PqiipP5Agal(0F4%|J!jc*CR$7d|IZ9Vx1*
zxd5r{@p-f~T&AG_v)+xxhBk8O?JQbiOt`tV_4%M=ukRP**?(!T&xz30NKw}$B|8m;
z?z^tNcp&o*WFUw`@Qc^=_20-5pFcm}b&!sv-DNhc=J0Dv8&tx`%R4)C7&BL7BApjC
z6MkCwS7Uws%NLsK#QB{yb&N3GCZU8DU$7{*=V)|m{n_Jto4JiN;}*#LsR5JkwEfGU
z$D6`UIW%X#9)6v@M05QQs!dx%DYH$C?O@I<4&~SBF+5~NI~s4Btgq?P_qIj`5<FX|
z<CrNMIoAe6bv8Dhzv||nkPC!7aDPft=!A?#@Mi&)`1$9b3kmu7LAkij`Jr(O3&&Ku
zs(B+J_p$F&)t~;Ewb?F0BcMJBNJvQ~s~>Kk%ZZt#r@>m1YGB*)e$=&-9l?Q$GX|#W
z;-+E!YRAdeWn*bsoIvAp!tCFrknya_N?nX}Y9`Nxk3D+)#PnfJFaa;;{v=^nPHQa0
zX(-c6TZI&Ysg`vc2lg^;oY>FJ+n*l&wp78seIC7^KG|}1b$p3Bksn0!<6fT#-Ce*w
zsoh;d&D6tiPx}!3GTx*dy(PlVYE0sy44S~~ks++K)etu78E(Y+C5aP<)tKEI4lf!t
z_#IVcdHAaHZ`{Cg3oi+#rtYY{UaIx$9EFlnE0}RMevF%2+Yc%|&BBXvyZ`lld`aP>
ztH|CToKLMS`PbG?REGHLr=@wXR%MlSTo#sZaZ>{geJTUzGC%}g+{VElG-$S!_82Or
zQbGpmBX&fho`y5#h?^mDP-)MuRi65)h)^U@p4UP{?K%Ru7FxW#zP|Y9U*Ze!1p#BE
zEt-r#08L6*X^DOv%^UTxfjym~lQSsi5&K=c(%Yxy6&2GKS|atEKM{1KgH8YvC5kwW
zph@Xuks>!*^W#?c-PipciXFu&kbFoAvJh?m$n|+Rn5T92YyK!~1B04aQL)m!<lS?>
zs{!$9by*rRmKuGymD@PyRy_<>Vg%-9HmLUcwjGST=FZs}_R@h${(K~Erl$cv^O}c_
zR_~1czU<4z%i3!n7_&6l$Sa5M>lWo+Y#ke$Uwy8RO~rA#h@oQ^B-x;hH}i8|My93^
z05F(h<?xY<PXzoN(s7YXn8t<7$<C3H5D#K8VAvWEA6Az$!hLOui#v^;{t8C+)T^v4
zXl_CsgtNp4;=9YY-y@m*DVmL7l0f1N_`rX@Zl8XEpkIsnbT53hSf^p_2XeZ-wdVWX
zOOu_KdsJ^RINQ7`(8;Y=<)*=6`pfRJ;a9NCZ4naa{@P<;x1o;owV3VE`bXCBz7wfn
zj45Eop;QzRDPJFMnwAEu1Pgk>L0gudHHjV@>pWI4>qZ`oc$ww6o3wK}<YChxC!LYf
z$nYZ>lY@;e{R#l&m>`9Oei_9_lB=_-!q)NK46n=$M1ijJ<c%nH*Lo<?S+ji5%)>Gp
zl&>=q`Zh57-jWrE-a{K*P&=E#*|0lKK4SfwhF#HO_V5uE`ZXs7rRLS4^vYmkXD4>2
zeu{c$^&CT_^RY@<*W(u3lyqOGtPk0JgF`m%?1K}8_jk*sovE2^ZE5E1Gv{u-*gtw1
z-6>3>?oNu#D}h-&#6sh!8Cv0O%<e9X>4Mtcs%%Slx#L;FRCG+?dPdPFGK$Fv?MxyO
zTlvA7CZ`5k=@osKbCogw<Bxwcx%&lXy<-Bzfr#Z)^8~aav@w%=yGH%P);9C1133hO
za(vX_l;)OMjClDkK*kEvhw0#lHju?O2wpyA5M->^qlNVC(ed-`QG@!{*QXghO-stG
z<OcluJz*tXINu4?B|11tUhkkx)FW8@$($7;_^odYl)Y3o$ob9+-%N8vEd4^5FK!nk
z#};5tp8l9#f2_R-+m37c@QZ0TWO9oUO4rD;n?J8m(A=!vvJT;4LRxBWO^pHN6t!OR
z3t_HcogKf|D3h*y<eWi0y=JBnL7#18)^pW?rA^7DKj#&daH=`4$IniH_{OdJbfpsQ
zaXce!1GK6@7y(78wL}-hAzN7EY^IH~{roA>58|r-DZSj^2Ryeo90}_nyWq`2RtTjk
z?Xv(k9~-;VjDFytam&$vX$=zf2eMPDb2TZev_~{$Em_^9V{p)NhO4~6kIwt8v6@H%
z4f6}T4K;ybHSLX$YE_CW)u8S0J|;anI4L?-L&edNC~8Q2R9?g;qlSgNep<S;*ZFAs
z1UGR<Fw+jM05YVMm9eX<m0mjZkW%{^C5_;p=^5^s`ElmQzSrOdecRN%rJcE~osHyf
z^%uACMeeOv{#XK18qDCpI^l)w&dnblg?1R}B#}_dt>O_sbX`wZ!HF_wYi1sqIw<?Y
zJv|j`C-8DAlZ~~M;N5yoa!QK3uZ=~IMy(Wgt5uP(Nol_ZNfb8h8hNIt*<9b^Tw4Zl
zzkT~I5{8HC*EWurESzp?y5|KeNgq}ycs*Xuxk}wBC`?wr+Ob*mZ3(`Yilde8P|#V8
zcv&Q@&7YJOmpFQWn>S;UIXgS%z$xWn_Qmi1CW{(9YbZqj%LW2Tjk%DP1%CE!FTlv_
zG>o(FJ5(fdqmi*Y*|VIWRa9Q|PK_Qo%asTUv%Y^~$RTGiWATV|m6aP9<ENWeR<uzq
zdF3)FC6KuV>{PftN!4kR&1gW(=GYaklYalc_vZB^Rx@KfbSP^#xX4xWcI8+qa}la@
z4)uwGdIxG{{NX|Jl@7{C>Tg`ebT9aJ9M7ur`5#$j(_~d<(kHiqhj9z0*-rw4ROl4M
z?CcJ+p)$}5>g{b=l3@~8{TGNJ0)yQrB`cdg%vRyJz=hYJD-^EBPRnUKbt{pnPfR0r
z*kHxYqx!#9Oc#Gq_7!}$wH`_Mn8UV^H)St&6y7*Lv&YFQoFV$L!^)dxNAu$lozIJk
z-T`cY>Yaov472DM=W<dls1`wX*v|Z!_i;f1UY?#YkcuFsrXxt{=>W(8sa!GF29tJc
zzJ6|Yov_N)Yi++ru3GFRL7niLH8p7Ni2fHDeAPf@mhG^!bbR}@4n#@~3|3D4LEac`
zsSB=bdXSEI5qgMP_!}~eYq^)I=9x{5vd*)@70(C#O}r)?iF3=|J;$*xzRaO-1KicO
zIW)4oWj3zVnVhw<;xZeoM9)B|SFJ6o+2KnSWMpbYuSaeD`q4SHVD=<$J)XpAt$8pW
ze(s3$>j_lBT@V$zeOW+2AZwW2px<V0Wu;vP6)XWqt!b0ZQ7~;*DnDA?u;XNOt4qb;
z@82o`6H)G5foZIb00B7X`STh3emtbVy2BqKpS9Z^WA5l^Hm`ba^u?dQ)lM`^wA2T=
zatDm}6EXa}*3i-Zo(zNu6r4yl0pP_@=p?v-;j%kwZPbC;+*L@U|5{?>*9E))BsFS%
zpfF;?(sm_HmUd7!#P)(}OUa;_;gY1z(6>we)P)g2S7Fj|VLnB!x9&d2;d-QS5tf`~
z21m*-VmirC=)pMzUD<t^QsA&P4%GsBC@7M!i#KL};AIeXBBu05<t}ENn^Vh`fy$<4
zB1oC(qDCHt+1d3cDx!lI(*HXb0NBiD=f><8ssK3*QaX&;i&-2W<EUwso~Nq>iw~%%
z2<Kv$<jE1L>G#0;L_MP!ep*<V>&5_ZfBfCFFfzD#6`dY1KwLPPmGKhb8#gDUkua;S
zO1%7JOlzrKl@?Gu5}?Khl71Gox4TG@OI%&m4eRmjs?0}J`q+J*M&NfCJrxGiSfCGq
zIO2i2F?zHVk7`s$?dZpYVYS12d^Az4xV=tsZBC=PzS^JP(=1PQ8DXs2RXQ$;JAeDb
znCU1L*~n4oDx0+X=Vxc+!CA}mC;A5lFjy>J^TSVFV&(Aw=mXF|30r83SlH57y~7)&
z((og)u(9#UeIDqN3?2wGm`tD>m1M!_G8zH)>L1rom8r6std-Hyf)B`VheW);x0gxR
zVPpfU|3Xmm@xQaUp2}CR>j_pRc#nw2r>!v>+<ChJgE=~_y`Jn2r-nyb@3c;X#htda
zwtjc_U{&SKSEZUX3A%~HWEE5s)V-7e#G)La1mU53+kWqs6DqjMyDw)W1L6C5@-P`n
z8bASxMsOucReovd7vOS}lSvc62`Vl&ZS)=l?P`c5RI@TFV93=_i1t^&)UL@l{LsFP
zJnLp=dg#(#)Xq_cpSN8Cu!vyawd|7PgO*;d=i0e?Ypoa2X(h5PYJhN115Vk6Ai;uH
z&6Q(%F=NcZ3>E)Kut+7=a3aok{3&Xe>^$3}p#o*S!&+LSp)09NcEMoJILV90@FO#<
zX?SCzlzeZ?D$pUdds`LdLUmD!Fz^6{4a37@rS?M_G=yJss3QO=%gH1yVbJ{?1q?1x
z!^X*a{=B&0_nw8t`;Bpx{DJ~`XhvV~m2F<>%n9Vu&4X1ySH*`e-9*F(KAr=ls<slY
zah``wfjVaZ|Eg&E;$<Kkm2Mr2(suG1rl>Jc@;Yw0!x0JZfCIP2ra8c3xjx+JDw1K4
zed8MGbeUa*hdy`bb3HRWzP?}UrK0MKz~IT6dndb(tl>0gYwi)X`niBF5s%;6A?;CA
zXb9A5(hy-L5i5}uuBpA+Co+S~3h<o`RtAv&C(vf{D_H?1<3tF#0Y?(pn>Wy}M((YS
z?h3&}7n^qtp{5rA*kwDD9I&8pO9NMVqt%ayTHD!S-MiGQz-C&F1to_?WIdL~mI%{v
zMD{3Ycm|QR?S+R6Tu)T29rWn1s}eW#4-d1qaB{NF5m!~-P9ZHbJiA<3OE&6UdmlMA
zzEA}pFPF&L9snqliDd~`XtQi5kdycbMmUmwTm%(Wl$-J7dy6Vq=uEBrohYM}s)D0E
z+#m(cExOSqUdlX{Dz8(O4QE4{CC+dP#Od&%^HNfIg@xSx!_J(v+qzxT+?-7bB4a4Q
z;{_3W+a;A@>l?9;9~TzaYx49wMT6oPGo@AP0mF7e+%493{JL*}5ma2m^oI*zvSz;M
zvcZ&*BS+#gE>70+#kB6w1oo8tTDIo$;{slPA4#~CL0w<=qm`kUgQwL>0GN8aaDc~C
z95Rj~Rg}uDbG0_JG6f~ZwFVYeR!;M(8CUG>y%8OvTHIAU<RBt6k;L6p!1L|l+FOyG
zUZg@bOmTX;wR_H|dlbr$sdWq(UJMLUN;$u~0`sOaNc9H}|MxAx-peTW_Lk%l9}=0N
zB&{a9x)+g#P~mvq$j$K3)ubK+mch>MYM{k;L6BR5zK#BlKy=)Fp##Yz?H86Cw;19O
zjlr6;cCKO7HAA#c8%;^S@Nv`(V7d*9rf(g7UMfvW6s@WPGJdFxTaB=GvO)q$C5Srj
zZI#)zl<T;=-?t=Nx^*Ou9;e}fhwHD4mK3p-46kD)l?ly{C6sc<yWH7%*g~BVJ_$iT
z*c*NghF$8rJJhzb28FFA@a}SDqW6E1i3i9QIwZ7x(ova);I)<v*A%Tf>|=U8KAbYj
zCizh?j40N!=4t{Iqkg3Dg&N{lQ2fMIc=vfLZyl&#m!`2y$<Sa>61l`oX?>x}**C5d
zva)Vbrm!A+&G4L=;NjA()5M4u=A+XRsURK<V9nGfhu4}0_lvYI0`(o;r2TeuoVzAb
zws)33d~Y*Uuj+7CBGsm2@qvMg*XJDaD+^Opb|(vGLP>j9FtQ92S65>&g=s})W!+r5
zVdw5LSbVU*h-piJB_XosOl{~q&YN~&;fE}w`79hQQuTPC?kiJq()Nl{U@8+Zm@x@r
zz9q;8e?K@(R#Bu)8VSeL?hsq(rsZLQ_K*dxKK?!^^!`-SUYfuv7O4XRVqtV=DS@Ie
zTK}5TUkpaVRScoK0?lbK>fWMx`<-(Jc6Pr5t%p$nR+X{S(|@QG)Om3qDlQ{zFPE{G
zkv6pBS(|2nm*I}l#u*J1b`@Y=dK?C^dNCeCL2As36C=VMT1jP6-5`_ysRQ6suIjV$
zDl2#Dpk<Eal;vfN#I>M^^1Y2rgT%?GZaYzvfPfp{3+K<xd-uY*$`lBq@n|>j19>;=
zNq`^td96(I<9ehsZw-EL@iKZy*vS8a#R4Eb++W?bWA~@{b-R;n!9KfKG(R6L4H-@a
z`b?x+8Hhl`GBpu!D`|dF3mXw1-$3N+5J&*)xLg4snR+y<w4hi*?aam{U{8cU1!djg
zpih5v4((moZWi{2?~Oi?EYZSDaq;3nN9o2Eh~7w5K~;oVr6Lh~Sk0XeJcYjvRe){~
z`rzo62D`h^$+BNiJW030RvM%JE%W`dW0n`Y&C7lnWRpiA;0MiA^%h4Ju>8%Rl0p|C
zS!rPYrGf;X1^{Oc$|bEr$r!G0hn%Pp1(Iu!2!tUc)FYe^&~0|mAUE*nMdjt^{at|m
z-(ZiI>?x#ZxrTzWHV8_U(|R$g$C*PrKG4^9@nA<B6|{y6<?!gF*6tD++({GdxOJ?)
z6Zu`_Qh)Am1_jL{n^E`@BVpy_gh5Nmc4cu!bwF?_;!iH`BlJ^&C6H?%-aV_d310hg
zK+tokNA4`6ICN*XA+09hO<{Dip8#_6v!H-k238yBY$Y_B!vVv6Y5*@=A05+B6|KVi
zOqf;fA3w)#K<?OJBiVX~ec}_pr;c(1CxRwBCQ&oIhC=r&Za|?HPAl#4-RaaFztC|=
zmOWT|SFjxdR$8^VY&6hR6ZHzn$)?Y<r?b`91jq;cqVQ-Eu-YCZukM`tpOKQZZ7=3N
z4`5<*tpO`=vzX|OBjMrg&Mpo9)0aGuiY9;LxFX&lmpeC_vo)vZ_>-mIbaW!ezp=Rc
z^gjqp*2%Q6(|HC)Y%PFCkaM9a(4d*sWW^pM`*tum%Y^*61EORq^~uJ@-<pem@(5Ss
zy$0ea2vfi1rdkze&Z;qiPNl~F9G`D1T~OXE$-~#(`T8K7l|t$1%uvghG6d*MHI?XH
z(lxI%9v|NGiwY%mvU#mk;#%O^a2bQNjU)V?#hKwT3gC47FO>FCNxm5NJN=d{)aD2i
zKu8P9g7e;AnhbW<yMz3JTs9FXg5$#(YL7t?HaYHt2y?fOy4fvY#>+eS_vS#Q>QHE6
z-i>SZ^^nS&e?a)C&bP(~2GZue(OhEr(7>2|O4e?~l0S*?K?C{OID)YS{{8n=CKR_-
z*vQf%tu{@{t$x=RLoge+w_O(6oy%WXUS13~MJqZbh33fEaSk0S*^|iHn&GjqvvZoi
zcB`MON4btX@bpBgt)=;@d?QiIO@%5fYJ<$@HD&?#VxkGuT<*2aywAhJj9+l*#ekY{
z?m*F}MuGi!`*>Ta-TEjVPWC6wEeIIGU=t_KsjK5cmr|JgD9%VAQi-%VT6p+-e5n7-
zR(ckY&wpyO<7LkWoiI5LyeV3~Y-k8L_U}w`ZlSRZg$|iW0G5|o50S?;h{i|Er1IKN
z5)kJ~fUR$0ZOn45pDAife6&6Y3fS1rE}l6oIT5%D?jP<p>D2<h<$OAbVw!kyK{y`%
zsm_Dq-#(jBQ|B6eOo#w0-!%~q=-b&D_Pda=Qe`Uoy_X&L(xy2Kf&H|ZUsP5ESZI^8
z@u;2tof+{GCJjePhHCEK1?xO;_44H);7UsIXH2d?s{x#1m9OLEu4wIez?)x??!>Vr
z?j(W-0dBP2i(A%wfGt0*1qZlH6zD$8dkL`K1txH~J6PO!SX-@MokC0GT%v?wpj&wh
zCyo-y8gATnBxUp=O!dAW;}KWj$bc%ksMS={rsrV2e`(sNi6_N4?-XS;xdmfn7Nmm&
zRhNJe<bMHq9j?NSRI*BPIAe*Z1!l2fvPq+a>_fs3HN=O<#}^d*qF`ZR_K2&d5bz%~
z1?&{@`+!TIuHSp0Qzs6}kX<f3Py7H{A1i?xT&&d&)5e=^J(}q6V=k((d#t^vgvsp*
zrnzHT@tsr~;8Sf=S*49L`B@$9+FKMwrJ-c?V;3I*RSfEvG;)9Lm9sXEe75L7!|c32
z!~%$U&kOHEP1XHff-ebx{I!e<K$~$Io7`(NGmRB?xb@I@t<B7WyIIRX|M&H+3=UhH
z{F!rEKv1v)=CqBDcs~X$EG~|?+M_x2{~{r-NKLYd4jZvNt7+sY(X7427z?|iPj~yd
z)S?|>HJv@uj!oCizA>)~_%uA+#u`V(48ibF;yf5ey7KZ<TR(VN*A8|#qi-M$i&Yi{
zT>xKJ3jk#5yyF7rtix*EfL3t06=fs5)vFM<$&tb`SEM288ux)&pWI{4cy*}(4w4IF
zr&^an*&?V5xXoPs+246nb>Q?&kMjQoH~$NIA<6=TXt+@PvlT2XEE`NvCGNJ!PCOm=
zn@lFREdP`rw?FwB;NO=aO)@2naqLh@Ev<QIyfSnkZV`6O+pEZ!bQ(UFI+@01LJ)1>
z*F_)8D3IqMSOr1V$i+ttHdugF1BanjS5ve!r6&DHk4~bNL;Z+<|FY}lhch)Yas=fU
zajBRL=iQWa=3V|sc~aQ${ZL9il+MaRtW;+p(&~$I27mfi$(vlc{3f@kwEW#xP$Y;L
z*f_0Ll4b<<{H=;y{nNr{-Mg4JemmqHI*KD{8uGf*y!{8mXZiWcGBOi(QGc-hAhXbv
za>s#`ti1^1<~5o?mDlv8=vJUme@*w6M@7MANiYLeBPI}8lh@E7s-!gk5U8tr8c;xS
zXyBw;He1K4YsvKcvJoR@6O+9+GJ%B0#>D|1Dy$P6?xpT=1mpoPh>DuVFaAm?dm9|h
zF8{io1;CKMEfWe=xQv&x4cbUnODb!pogbrq?3@9Yjh#6tyVEZ1L`eYn&PeEx>MOzW
znc$l@Rbk`}cW$VP>kw|NBR!Vtn`4)$Nq}`beBW&&qiwC*&)5cORNs)M03JhKBOQcy
zpMEF=sNduSE`pZJEVkK0{5oHPpb`-A^VH(bRZGicT7Ub6j-;%J<?0zoZL>}Z+1E5N
zIRy=!E&#o3V<b*Qh$vVc2K1Zl{J+0l2k|uA?zk*7haV+r8a~EmZ}aZm0oB#cLu!}1
zMRr%{t1IzZvc|?rz~W};0<5PDA4>>Y*sAn^I|IU%1ng&JD6=P)aoV)vDc}|g8%oqB
znD+80Cm0ADaOo$&(ijSf0F)x;>N>5q_qv66S7B^*9oIDVd^vK&ue|%?M{ES60fhx2
zCa(?_zf^OwY2<9XU8P$vm4$`U{!eLd9@gZwwGT(Ba;jEq9T1t?I)Ds{fXo4_Rb*C1
z5g8N&WtJHN1Z$NF0y57~K|p39%n(4S%p_%=35pP=Br*mFA>VrNocBGIynp<zFITT3
z#^iaPz1O<ez3#R4-l==Znyqq~g*n?28mC(W#Sc_WSx*ZriTtbzbVSv1?|0K9r6Qr;
zpW>jj`jaAAj*Hx^EuYzaUTqQti3u?*bJ^#kfa#0CK*XZ7PE>i&n!%Eds!Gq<_Sz8#
z-7u{VW%fL6HCNM~Hq5jQ89EP*B<AN&E-e*n8s7nJF;R5XXBi8u%vhaoJa%JAB}do9
zBy92QoP0K;X3ep-<uZS7M6c0uSET6Lx}jrp1($1v^)JTZCs-*rkVx!ETEfIhRy`an
zO8R;G19`7~<iaM$RL^y#hwRXJ)OxN~NPyYoqRyB03W)_i6p{lFrrRL8pbm)3%7$OC
zT`zK{tmK;Xr7Xjoc(<>B(5!WM#J$a-3AA!ok21^AYJ4qXMG*7{KZB$Y9A9Z>IP)*w
zv9vx#!5B05J6RTqQ~B9KZiry@kJniLZSQF~^O@f3vszDTZ8h8c1I8@&x|vxLhya$;
zopJ%gxO=UHT;skND55)$2hT2)V5?5?$n3Xtr6(WWqgogXPG+rTt&1p;AeFWy4JA^k
zlTy;XZDU<<tv|O_u25Qc&tazPaUU<3waC<ZVG!*Syl3nWH&>}wX=y)knaa{$U?9Q6
z0i*2Ar?f)hf3Y4q6_#fiI16*nyW0A0SHO3=1_mO%7H`3i*!=uxXpnvZ<()WBh!y_2
z$=moaO12r#oXI33E{lvAJQ|q0_&uaf3j{}wK3ownEUBm%{T<Ib?oR#1-n`jXdM#GF
zH-EM@T1)|FZKwF;-KZ~)EM-L<o^)-uR|5|QSs)#t2Q+-iB`J7V!E@VbkW)C+BU(B0
zF<P6SPo)qzm7T5(4)Lh*eQVwTRW8d9?~IJfoqB(w9}aqNH(KqII=2F?w-X97!%-J(
z%d9OuMM2|;j5?xYY#0aSgt)GONNWBhQuQ7tWWYnqKGp`7=JauUAsdzHpOF#2F*1~r
zEMm6y1biYn1^iD(WvA?&!+V~<zQM53{c)EMPXb2EKo`k18H)LihqLI8FV>;L%>pTh
z0AJ7%J^kbo{10c<V-3g!`gQu^W`WD3)V-Ctr=W|r4?hOjYWsfMbBk;4UN^`9sV9<>
zu!mE@_D{!&$19W}m$AW3x|Tc1b&$n<nlWd!;4(3_ijPwYI$A>ht^j*!b55TXdEmCk
zlb^5nr|B6QMuDVm4MIr-bqGSTwEgj>hF}f^5}-n$D{Tk&_`h?r{9Vs<{7_;@$WxGk
ztXJk5z!oD1a6Gyuc{}$2k?pFh%<1Z8R-PF25Z4?jNN}Zi5*5RJHPEED|8NQj>r!%^
z;RKGLJDEAdi{|M#&Q@`wXpVxY%0FC%35KubnLZ7YNHRT9L1YG3e>lfF^+o&Qa8k2@
zz5|fdfs`e>lE%iafgKT%d%SZQ>j$EwQSD3R1Q{BlDjyC~efdI9-|!U<cg95_K?0*?
z0rmv<jelR}=B6*X1RFah+GS+_y?m3*>q*>nIc=;EZq!&6nzdcN(BfdI{VFI@v`dRG
z)NARZ-Jt9X(1F&g*Y#sS=&5^<10`S(kO?453698smA5CrOxItOwjT{ka5Rm9h8(Mr
z_04^hLG%rGW78Ya$RM`c6XphjrxRfi`GTjX?q9=TeD^$gw-3#Yl!Lb$T$iQU!@11@
zdQ=m&%I{4Hla>&OJD})T<l89Ex=H3Qr_~YdQckpE-w^3_CCt79%W(qD0|710uZT{f
zwgHUljG2uSUJWOb<Oa<8BA9*;H<Foi0iWPF0wuH6cf<v#7QX6!h>HDHQ}c?q_aM|2
zq^D~jri0g<K=7z5gRg=<YQI&TfflN+DmU@>cORyHF0IUv02OySu`3o*NpP81IeIM>
z9>*x|oiWNk;_bi9Vqb2RylN-d$Fo^Rfp)0}%ZQ;NO|D}y%#{0Un)9`#F+~-et=`4N
z*6!_0P4biZlQf3H8~-Iw-uCCrAQizXdYx~?h)mC^YL$fw-t20(A}>xxTj<2x<$JQX
zKg@OHxBs=)=-tra(-2S<leIWwXcFI7Llr?Byiw8nVb(axDG`+N&Ym75IMq}6`1xDm
zu@FOo?%Ot~iLW(l8(OzUCrv}*4j}OiAEkff(33KF)(4J`*T};euEjK8lN&drlR|f)
z>hAF7mb;mG&00>p3Gnt+bjipTaxan#5GhB8Cu*R#`|o9~?r_58s359{zzCM~h<3o8
z)RBy*)i7zwqr@2}qs-RAWJ&$C(+QFz*1WAWwB$HwfHtO^Dk+-2Ci>9Im5EH&PZus6
zLDC?|)Og)#O-(nU)@0Sy@CcbSH~^pt>Fq$=!)=!EJUB#9b<dMmsYQwu$}(itXI!jg
zw5pMrg5ES?k=9H`2QVZB72P)P*LW3Us<#v)wAj*JUMMdKjvN3O`tR46lzaKl9a+Mn
z=%b97zX?m#S@MkQE^7KkRkc~0KAE<s8w;wdMf<8*1EA^?t=|VWP7J${f!d)2V?h#w
zv=(U2+8d0D3f&UM7%8wL=+m3`xMHF=_)tOPRr;%&!&POuxi27LX^YoS0plu$V1g(D
zJq9U8xRuT9*Fp)CnH(tdlt*rcG4eYF&u<&%x^Jxk894$?Ld$rU?~^t4v*s*a_P0rP
zT`AS|9o1tcpD%%0-Qp-+Nd&tQNCa-NQk?kks&Uqd9ZuodxuV*JhAz-c65%S~&O(fS
zNFjD~)MT2%*9KC#8Z<zGt!TiH!14FbLuvMSvBMyWRU+bR<Z!8n)SNHL0B(F;&mdZR
z@z73GV*Ku2lcWr4A9{@G+6HA6EhRQ1D{bU8^Hxojj!yye1kEv^{d`mi^u?iPU48u;
zoi{sj`C3hPl?rA+{Hdnli7g`e8$S6}D}iubNCr`vkC3q{6IfGrSzmuz1pI;#<lr$`
z!zi5)RIYGLU2?Z`)ed}*e^R!kOUU68sORu`>KM#rc`F&JSY48S%8ZS^G4$q5Tnn_w
z%&v>>3c}+4+06`i-==psk$?KR@2(<FQ-%J)&BfDIwEG0*@Y|dUvrcqgN;Pv)Yh}1`
zeIF+wF1ut}mUVxU-)8cIl7(6(9{&@~i-=ojELgp*v{^__&&tZ^4nvLYfT~1Sr%nQn
zFe97FL}bUsNwb*Id^1vt*>E}ZZ&LB47|XdG4BOdkXbp-fEybTIv$tQS*A^srniv@=
z@rCY2iHq$Q&9k5J8~Ih0V%c{<v<Mx(FqAgnp$HQ%bA<eGgFTHG*R5H7pF%!$j^UbR
zQKvfnt4Jyy8VDCULKVxp&ugh6+8uVe0gI&F)sP<p@T1ydU%u>Ea^PtzwXcFYD%i$b
zyDAp5robW%qa$><s30|`DEs3tSIR&?sr4h>BBx}c>JBClF7;*!$BI4Cv0_bKAU03L
znA{A<Y5#1fA1VKpn*rOzA)0UjhH}VxA}WO#ptQuu$`(H7b`lkP5QtG+-$*#{78M^N
zB$)g+U8}xmp8~AazP_gcR|QwN_B=VfCr+rEx!i{@0CA$L*C6HT)0t_{Um>43y3P8`
ze?aPs(=}jrg3ANC4~odL9YtD`dR`&TiTjC71!B+=2L0bRyxvEpAgn9oXJeG?@7dW4
z2z9~XrvIRE3!I}G`c#!oxsNySA+1T^EgH1aw@@ix_>*B{BZ3HXAXgNZ_QFcTvw3+X
z4<2M;>XwU&-svg*jJnwTKY`*0!4FQ`2!7p3HKSp#?8v9yArXxqlILB+>|#Ox`4Of1
z>o0n%`?O>Z_)c+i^Y9Qw3f3<vIgK32dMzXZqa}L^SYGEBy)&)S5gLew%4jVsl&Vfp
za-h-T9^CC(Pl2>%HEnh%3XKUob2$9&`7^^L>ndzB<=1I@TgqR{rM;EiJ^GsUT{}^N
zff0rOTCr^NVY9Lam01{|>~p7KWv)48W17pQopDavs{%$!2x$WB?v>8W$ys|%8>w9_
zEpQZqrmq(JGJ7>MQobEYDYB-<gnPJxv16j_{aqbhW4RlCL*A@DXf$GAdo+CV3JQ{+
z3hqXYS-#xH{AFK4S;D7|0duEP?ZILOB;XvG=6!++hqSIB-E$BD$ojCce>Hi8r4G9X
zCH@WqbtlXQ2!4D$zV-DMbS~0n<(&Ia>03kyUSALB#Ig$BCRIhuiPdWQnfyM~trsyF
zJ^1Y7P&7l`F(Ka1<hLPkSLjjA^0P#Z9s4e~YJCSSq0-Dl1M|PVlY*z&;PSZnuA%^u
zD0Khehe;5bWJeTN3e_c~O9e#?e9q9k`y_Sy`>u1M5<8);D6!RQX)m9_;N1PRi=<o(
zn*urtF`4zCTZ)5Uy4C(L`~k=n^G{6B`&a4d?y29DWo22Ve&b<whB`Xi165X~QI%aN
z=g(VBj9R61Czp^<7X-Ps-52U&_@{5RZ$^iOp}pE!o6e*29>nX=lf`SGtE&mkF`$dg
zo*yA$u^skitWk;K&6<~X14WWh5xKzR!1TG#9cvyVgdx=PP1%O@0HYG(7j#e-7k6hA
zW}VgyzVN^<7b(Jl#M0@5t!Ze$*V@>07wmBI*8Q=yaKZ7$f5%w(bDipgKOOHuS6||r
z#WBm}?#$$vyMac9AJx4Y70#*~#eq$kuS?1FWk7=@y3vybt;8H0n7vM%0G*9>*Wi8#
zA$;`%)%R4OS|;g)JxHw!`7p=NtsegD(y(uKw#ex{P6_e0^yo$Y>wgS&-%Nt&1s0y3
zoxQOtz>m_B<e1GjNX7iHy>OdY3<-$R7!!I8kr1`jYbd7J-<9m`CoIwee2e8Wx}0yF
zQC*!2$d1~d4I_bgeQ`H`Ut(BTA*0n%rIVx_x%ueB+_7U?psyJe4Ahi;Q-<A|SUK77
z!Va`5|Lv#7qNjs3d$MwJ)Gqrjk1h;l#7lJ>rswC&e;3^I;6c8sudmz844o=BI)`%l
z*=EMi1VSu&K0YF4TaG&R%FTQS1*&(?ejB`;$2T|1?28<FXR7VDAO|4Pnu4E6Ss0}&
zBCg@2mXn`<&CTsH<dPwnUP97|0g%n%xHUpuozrd@TqiPhA9XM(k4|m7$Z~>qt0EUC
zkKG<rvGx(t=KFHcszLC1V3)1RWTuxPcWRTZYGSXy1%EmT@$rBH2FRoVglFX&NOIPN
zao_Y<E{<xWDtoY8B8QR_H-`SX2^k~>I{(vo=v;}}7>|L$6~!)Onzb=TF<!#LhX;0|
zc(p)EKYlzr)3SHV7U~bZFMs^_1b6@Wa6W~nlH%f#!3n#aElAg&K2?!al!~umn9=yT
zF&DY1j|ygavUQAgD`adf+-z)xbxGHe=HKpKJ*528u6ZFVD@(&<WYl@s7dG)tl+VD`
ztz09BzF*^2*ycuc4>XO$G^mB4CgBT#MYq>lh~#*>GSbzP9`X&!X%K0c*is@(bmcwz
z@<+IjA8$wORIXg1{&Lztq031HkLQ-~24cDH`}SGi_mqM@ChM`yzROit1zVgV%woo=
zj9bwD1c)>fABaCy5!{oNoqJ8!Mbjo*1aLDhqaj{TFFLa#>vT`g5h&DXfZIX25b9x)
z>BMjAUbb64$}Jkyeayy8UilogB3SU_WuuNvR4hQ$b?Y;I*>n^&cG3`1W<WdOqsr+n
zLGSN^SK%=9o9>jsq@>4Hl9d=yUqB@&Hkw?n!uk1PuQsl{s>RBlIAOs(SfZfd5n@T7
zO5V40AQQY{e*WXHM$|`FDxhBh^qg1F+<2kq$OD`FBq4^F2t3*C2vA&*cZyO)zx%Ey
z3+Sk?uYPuph%R)PA|}-R`Xh&ync6+MqnpiNtHX)nfEt#FERavZVINW~0g%b&i~Fm!
ze>to8cfCN3_{7AM>ZNo<GFeRopN|6O2;}_I9mlvi*W=I=07`3peHzjoR~Hh7sFP-_
z>!1%8I2uAN{nIE0BMEYQl7fnae5K%H_)&xrg~^drl!%5d@@LM&%pjKoK4!=i6&D<%
zZ(bUHI-{o_oe9PSkC~N~r*Xy0>-g~;U7?d=?HJ|9KxPpg#;lfJ0|^3BfS4t7ILQJ4
z`PKFLu0#z|p}q&{<7H}s9i?t@rM8CU8|bQi_6caRqHh2C3OHlWm~DI{E{4bWR(7BF
zKjX9pdljV#csYPn=k8GH<vY5$!fJzQ4V#>t78BwCI{S+m>2Kyl#pMG+4I^NOX;qC9
z<+dIxb7!m?Lq0rXsusC4UTbJrvF!W%zI*6%&B!VKo6!l1<<~q&eJ$Aw-F^D-SEp57
z)a{{=1`eou<3{w!LlbW?^q!Nd*}|>5@L*V_8@jqMbAc!0gnBf?Cnw`UD2iJ>_K0!D
z0X^@t6i@!N(0W$X?fIb*{UhmGUp>+Wc7>`~NqsE7xam@IGg@Y#SN~|Mx+~4CKStxv
zN0)Yfv-9`pOFu}6a{ue_aiLe5gQs7dQUCLI=_fC)XSh7=d~``NJ)q=sv=*1QxqLcp
zTK;;=(1UrrVMxq3sUqi`d5wFWNy@xDjfE2<%FUZTgpM$(V^wI<Uxmy@LlnxTQ8%UN
zXId>Y)4AT5CC-`{?}MV}Q7$x?omQ6bqyC9juEZ7kC|A3E*$}krIr4fi`l-d4Ll}$7
zh%QxFNrHbl(%d|qYo@&Z8WUmZ<0DbUKN@jzVC{3V#$23Q_*{RXg03#*@@}`#m01-|
zSNc<TjCW;cmAT_Zk6#=;CYR?l1<smwM-Y5JjMR+2(o<7WIpeFo^3<cMQUNy=_Sr#O
z+rt}E6>)NL(#`7a3F705PhyU1x06@@T67+9BeqqL*B2#S68`wQHx1>a(VNfLq(ZBd
zul4MTf!3c|i5vql5pQsY#4y;!YDML4jF<xR;7Hne=~9KRE{cYBnWS{7OtHfG^GQhx
z^xdu=wB)w@kwdEC0Up%m<Y&z%n;U|MBrf1(-c{KTjWQrh!&%sQgj@O$E#1-8^qQ>c
z>A7P(*lvcqdo*~w(%fuFh|VCzeUOq?E2tX1)UK_PRm^fDZsac!Xrru3J>hg(81^(n
z^tSl9kwtkBS7zp#QdNGdVWd=f`pL^H?3eG2AUqD?%Z05OINQ9Q>tq3m9IZEdfmh~I
z=l^z>i!*xZZ_m>L&r}6k=&a>USS&|^^TyXG`x0@oeYah1NF-TKV&}v~p7n22up8|r
zTGH269r41opM%WW_yl~sV7!Eo;koY5G5#8k0V4bjhcHyQC>}bb91^ajp+PyYK*jmm
zc?@<bhmiP>&1i-f4<QR$(x{*vH5OUlow?E2aG-|vJ&cCn_;`d$f3@HtPBg<@f&VzM
zdtYG>AwQ&8;MqX|EqXNpjAPB$Du?Qo6qgw5t=GNkG`Z}0k9g3J5P?7V>3xuO2!|u7
zMrOf>#bLosl8mC`X|t-@)}7}s#~rgebMWgGKjsF<hTILKMe(OBhN#}%^QY7u<z_Gk
zl%%^{R+5yv=Q%?8W(Mj^VcoQB%0^P(B!#x>1KSsiEEH$%KZ+Rp*zcmZ`xj#^I5>j#
z+<X^jPI)5GwCi%~Vy^nrg}t?(s}(1jMT#sxm%dwhZeJs*zT2_2e^Nof%_l=s(ggF0
zJg0ztJ<h3|*_6Tsrz?JKjMvLKI7(FlTli;2>(Ml)#*oQb-~DBK`*UDoYZ=Xb6MVGQ
zOQTCTV#~dl-oRv}od@@h#gM5D2loS=Gi~Zj=$?N5Gr|g8^J%_>4j(-6LvrJs&PMI~
zudoEwIPLV%=&g|~9uD(~0R~h8i@r9sYc`^2N72Z3TUJjVJ-UMX*&HMBZF@4Fkc*A@
zDl_$$BRl;xnD$V@qC}E%vuG*$xqa2_D?C@?v&t%kMKdKo`x@3cIvE<Z+&f(03;k7K
zKwJ#|vbG*9gz<r27NyR8y!ppAle13py)k&`+o_$Q`odAp49dCIC07N3)jF0&)yP@I
z?odv@HAs^xSQZ(!`-{)1DH!jpOf1h&Meh0^uSA=Gz#jh9^}0o5uG_rE`r+Wvn8{YN
zH3x^vY4x=!l>#jf59^Ky_>}*+lhg0+q*>pvLErs;cv}C<WE@TY;ZVhu?O9eDpRhSb
zs*k_bx6Z=EWx1=1R4Xns{5fEaLaLG8%e8VCu@jW+Rmmq-p@Nq%PHhHF?$jwE?|<AJ
z{8E?YEcMf^!dtR#$*k&<wF$EdMaT64<tB~;&yQ@)fsp@AO5Dqwsjo&JdWwIO6>HnC
z?X?g%>_WUyF+F*1VufxJCy1WjNEL*CU3cb!l2Y7NTnRm`L(Qc;D$iIz3-B^dtMkUv
zyF(sMu?DYK+61??yR{uxkA_8m_8#cTekB#2j1l_txMa82WWLqSo#jpo`|_t+GnL&;
zM(0D$eOjMA2fBsX&83sbv;K7GkggGy6fKpImzxv%N^V#!r$jPcN1`B8B<iKJO_cN5
zs^WMV6RawnSQ&8=tLHT3);wm<J>)~S2%)%`KX=ctJ)q=K?oWC9aEOC;2%luEMscq)
zS^7Gv%bI{jL;KXOOy|5p9Q#p)CsVA&j^t5VxiT2EkVV4hPjT};hA>k-Yhu=}n<5`O
zTTuII3fXo@JS{70+OGf2h4v2y$3y?J!7ioosfGir7~yQZY)YK7qnvGe9xc(&DSng;
z+Ed2Q8<AumI84tX`Dy0kXQrQ2(|MgO3_GAB^Pew&++{;U6{Yo#oW;UWUlGJkfsK3I
zQ%l$Bz`;M24JsL;fEtTlp1c;{-qFo-VxZc~c#wj}hL}`1KY(j0&VNfLTbpi1!a>#H
zse+e(`t@tA)&HHCk+*t7=?GM79M5>SShV$;h{ufhEbd)UF=LXeDP-l8&=D6+h<`x{
zDAaLN1C)=e<42LX_qI5hAZ_3J>65Ekx}}qo<LgqLY3OZPTHUvQCFvo__1>3>u#Vn0
zYOoa97@Jq+Da8ghWAk424^-}*tjsZ8E6%-DA=+0vKf2M|Xd1OhG}GC#g30oZj-)J^
ztDW~tbqdOyNeyCg{gP29q4f9O$e8C^i4Gy1m}Rv*b8mWXPRMh9`hxN0LYx~{=;>{S
zh&ud{n|Lz`L#;RsL78ijYUZn&ytx#0MH}Lic{I}Ccf8%;c(B1tyFq+?-W+#|MpaT|
z>t0=MVQYK)ABjHg@weYtc>xdwCGWHTX8Ysx{yPdxoNwIkI<_{B_V~PJA;+0``?1LS
z!T_;aNoHhY0!{}#<g%=<y~PDkyM`ddEngK0R{6PP*;@os!DhfE5ZABWd!1-gl4w}H
zaVATzC608W!0V(%0?ns;_SEAtzJ>V5p+r|wShCj`T%mF9Q?0~54G3j!AS)|h1&Ff~
z2kz%QOy0jdoQCF1JPsXqt%6wcg|)u}HWgW$H02h1TIJ8_I$2Y&s1cQTsj5-1%dS+%
z@%gI(UQIlb-?>|RS0=p=B4_GMYnMp8;HsVac5Myntxk8eJ0i%r_3s~8@9E^9t~r5T
zyiQb(cWE>I8ClKy->-`w_CF``Pu(0ZWaM)tJ*mjl6P`fRydKmnrPDsyE3?*o=8|nY
zhlWg+MB!svb;)Sm3dj2B?%5L$q>SM|ZoZK?oiory7Imv6@m6{w*~FkVA;0z{>^*Qr
zTS<iPSO)sV8&S?5ww;8w$D=Y0Cy7r%ojp9OUr;G@`7*O&GnhV^=3x@0pA&rq0abr)
z4J|F}@rFFciIUlw6JDR+!WL5DgnWYD*(vSx&J=aOyPBqqnIJ&qH&e~LpY;B+vG&f8
zr4FCmW@2p*ASev7mf!9ej3e-Qw$CSWXe9-mGffI*_2xJ)p7WK16Uoyn<~na}#Rq~7
zFh6i(vEUB|Gs}q4A-|}0cHC%*zt9SHhxAA&7x=u_b)m`y?KN$C1pX9V*zTb;**`5&
zx<;t4A!(3fO}6{C-1yk*xiC|rD;0_NyiPMo9;4wKo7SWktc{e~Xd0`P!;3L=P7H~B
zb=<T~&eF^;(>>`V!Xx9*-mRy=$Ctiu|5?ov9j!bAg1Xtl?|{_mS$e|W5-K0Azw94>
z)|fnp`NocXbh{&H$?EB?{Q5I)XQ?=&J)tiy)Ng5KW7K+6dW-F;DEa755@R$Vq{tr3
z>m^9VpD;2MP{ql`FY}aII^Pve*Kwv+sO#i>_e#Dyg-g-V9`*~0hm%iJ1ts_XtN){;
z<$s$N{Mp|~Tkj~r!O?phxA2!>VoYD{2V4a?*|x~p>A}`GTb0-kxu<v7r4QKMGx0rH
zPY<@D=Rb3GjqHRVTQYMIU^<zZ`!d(GM08{%>58`1(L;%+4sJ6htBUb&`}y0^l1W@`
zPX@^0>Svo8v9p828|r2)3ZoB=ARHMWnB{*7Va5oSv>VI>he;)*fy|=_<GHlFoN?<+
z<}ERDwxN<()XUAKrEAxn=d@0mD|Gp$mb-+S{j%-RZ0&|jLf5N_;pt_T&7H>ky?jXI
z`Xq(V0|7xj{MxcyvdaWztg0Ui=h%c9Wh`%WDciTT%b=D2<I$OI)cIz_k@lB$-k<xf
zHzb&%6)t+KI|9(fCOt8xX7w3@qmGUqZ-e53|JT04=Bmio>HO`I)_ca1ukps*jf7;P
zYU=A=E2m1I`5;nr0+xCpFnLGfH+`m<8%oPneMiubfAiT~WJM~og0QV<53?jl9#YBh
zc)Vq3Oh(aW4HC5&mrIPxloF?>-Mum7bikK9`4@0g;N*ZeT<Ew%KMu<?d}hkbB5Vu1
zy*nhWs(7jbO}`o=pl-RQ%$cCYPl5$a38aMz*qkB?mWUf}QKqpsrv)={cgCZcVT0bj
zCr{)BNT5fwh#S<~Z@iHZo$S`UtAbiWY+IPv8<@QBv(Ps1Le(WMy%J1HAu*QRD%N6Z
z61ni7A9_)2Q*I!WJtiuR9wAJ&4<V4*!K;}z(88oUs#hh!xv5sm+38sZyBE4M_f5{^
zBuBgKhTN8W>@}N=$fft=`^7~PmhQH;+Q<?v8(vU>PP7>7O&=p@ZW`;ZU_GK_$=rG%
zjldzaQrKo>3{Fo8-Ge+TYhM)fgOEQ#lkTP6hD+&s!bjjDzpoAbb8~$dHFGVIC^c9@
zP9_hL96l{OuG%TNHnt)kK8ywq5?g=u)`9en`{|>{{^N}{&cXmu2o9v{5C(1J&Uuaw
z=H9N5N=o9pqP<%-eH-$i{3YMHq!_o43t$}_@XI-{ZoiT2R)D#RIHJFi-E40_7caji
zUMc)4E~>#vB;t_ngR%(73bG7Zzz&;mDHkGpa-yL@2RGG>da~UKQG{a?3#mTqU40X^
zn|-V#kKxrPKC3cjVNdpA0+T`9JZ#w*GV)-5s1<lR&@#Z)hDO0o2SFsL0+<1y+vfXu
zpS_7wM585wQ2`$fRlYW;vFAFFB#Z|WTRm!U=L@j)cvw_u7M-bd?+QY{{B=P@d?pp2
zhZhJ&K>InkR957cPu=@5N)2ne(kYk@eqL5q1<&BJJtIRoU9Fr-)nA*l-qdxdfI(VS
z&TaWlMlo|r72x>cae<V!bw=r{(PIMw*?bWCAd~m@uGGzmLPEj<S8h8Izcyf0?djJM
zv4gPPU=tz5*-RBg2{!Mt-JrLHiJ2-Y*DgNm`y`pdtg2oU!@dX|b#se8OA+%16LI=i
zL_`-7ZGmPp3kL<z<tG5DT#2(Sf5%T`>2oeb5cykX3ousEV#e2(EM=`mOp@Ya6NSBZ
zbH3iUrjU_#!=`MAlDcgWQHeIJ^#bKKh65{N*t>NvtPA5hjAS4LH6-c{mm{QkCKv%p
zYAqHM{wk*mHqa4MFS(_K#2o1tj}}sY<KlSn>FTxsgBr_)?S6k9Wm1(1V<04?Cz!o}
zF+xmi?0NBn#ZsvNm9G2Xj&}DJC+*`B6SaU%@8*ojFyOnEUL<3nP@Y;aRe@^L*p`N&
zWEnndBBXXh))b~<Ha`afQBY7a?3v=yd2RM(uCYuw1jyxvYtnYZ(aq1YBGsDL$n<ph
z+LF!`n|nWs7@l3$Jc*h-%jTBniv5`PN7wQTkY!g6XKOd!A#hliTkJMlkMLW&5X53<
zW$c=h=Rxg};|S8pi`LEA|4Qc!bTdy(&&&vUo`?3ZZTUUQX(c{3wuO_niqp{0nDC|H
zCGhwWgw^_YIUv3uWsD#PLZogD;4wd|!fw02={;@9>S+ORl5qV6JJ~)fihOt6_V2DM
zs~u??q5Fu?e2MDL9anM!k<kzw$u~Llg_Og6XN(?eCM1o=B|E@LpdQ%Qr4o8tFpD%F
z(%24v=5~lcg(EKNMa0x3A9?J%7G>sl2PCmA<)IPL@akvjyKU%CY|0!-QSJ)U6bkZf
zz&s%=v|Ps?J(p~@WQm&Gy?u=RIeeM3BqE+QPFsAbV48f({!b)L`z!>B<iMMUwg|U}
zcpRTs3^+HU1)5K~^DkJN9_Q?yM|w}!adrd0r3!M0)7juN@7!BXk58pTHPO~A%TtbC
zi#T23DCCywj4W+z<RKYSPa9Cf52&Sev~V1-)6R-?b$9>t+XZHp-a0agx5TXftbPq}
zkT}3*K=zaASQc$D2D|163+4<h-v`zp#^JR40qCAStQ9H#XWh~P#slRKZNp#b2}7Uq
zJwSb3u#db*+((~Ufn9%!Z;x9j$qHJHm{*^@87#9mjYMD%5lvz({FcT-q>kr700ve7
z9c8^hfHU>fz(c49dU}N?5WH7W$%4Ce5@$2YCt#+@;{q(RHM)ReENOK)rMWX5i1<#F
z`B8+aBQ63d%~cVEXx%01L5lciwUBLJas*5t<fgFNOVq>!2_XI!KW*dCD5v5Y77P7i
z$PsX3HKcXnH?G?^mv|v9NGmKvjCsqRk$h011|yNKQv|ctoy`H`j4O55>diGx_F9w=
zU2QwXEVHs(I-ycMc|&1;xnG70XEI1}C-CP`ycf6o{n*Xtq1ux&e&gqg7C)f9SQJC6
z5ATu@-NPwd`1!5C|MUVVZhTJe=E;)^pg*-qXzxG-W<X0(K-eBNxgMLfFd|1BsmpDc
z=2l)e_qLDs>_vsHiZteNR7huVBMXbHA^OM5A9r0_+Ys8?V<u>u4!)yKOuSd)(7Dzv
z6$Fx@kj~Xr%lP`V2U03J1+?#a9fnFpRAKRZHP9Im)78~(2ceX3$6HS3f4HBPd~fyS
z{tnqBHU<__e=6qo3nKF^&*Fyzta~-<Jy=2kb5PrQx^pzudI#!-<=wl&bo>7Bt7%AX
zA8aL(mZs3<Ac$V9(y91U894G;Uxy2hm7C#9%Sof8#v@1m9N{AF^0zp}X8sZ(SV76N
zMvBCUVJt?cFm8`}GEc2dr}#M|;ghgOSGNl>WrQKurx}$|-zu(-g&+zzC_4}Wv`cOg
zB+r^A8Jb}pwoE*M4DVF*5~-3k%fV4%ktQ&J)ha*ge@OrT2s>?V5YN{79eqWVSKmHf
z`<w3^v92x^naMUUin~Grjg$;e*gkn5E)T~NMT3Il>fvF95Gex$5CL^vHoepXlYKPc
zs@@up22PkLcdc;{pAGGFdhReM?7dAntBd<HC+9@jM$6vC$KVk>*bjRv*0VDwdJ1aF
zk+j<7T`2!BH0NLK<aK~F1e!wfpkAX@l_U^glQVI9{#_%&<IY5>!J|?_E_h<3h;l~6
zZ^qcDX(*>3Ogulxt<@9pXW$5E5=dsW_5xM|(bDOP88W(iWaKL)Vg4XU0o?UE_J>29
zg0XcO^@5aY|0@GAawl02XVX&zyJH?kd-ck8^yl6bLkX&}af*|(Q$i4~Fb?_E3(qPj
zCT6XRW^bgG85!1FEb}|mSmYqcCSadgeJY*DwjPeSYB@-Gb=x$y<+>c$P4e2z1tXld
z7ZPK<7jiwyQF-EGs7&3g5r?uM{%u3)lmXKU9iiB!6y_Rid~#sZ6{r{z*|nM=#(*2>
z0?!615O9`|gb7C^0A$|2pe%$+KW)ReLDmJApWHv7So(_9dwJBOd{Kp`YQ!VuUuRJ&
z(`?v;f7jR}&V~gled8f)69ukCiAm4NNkhn3Kncc2qTNa)cyjcbJy3h-><K@)my3X~
z6i{exx&7FqhCO<A?hJ%ar#)=qMxvG(bCB*#!(&rCM%PnsJ2&sTLfnBO+{LVDOw@d5
z+<CtkNgU*cTbi0KBZS^myALh}IgtI2NP@V$d=xr&g`TpB%+o7>UmjokyMX1@;GqrM
z_W3^8VrVB(WBV@1$t4Bzlx4s;F~e?B4q#=WH&~~#Qo-fz%tV$!E6_TfyvQ$t2C8oE
z#C9jX9!X=iGS|j9SyF~(%f;1`7q~#QLG+T?$B+oZVv}fK?||`OY6&uq>fsRXEPJx=
zA#<@W3g=F_NI+XZd>gdGU+(I5!}{|YP{1uk0Cw!Co#3EhjbK563!*c&=^WT_nhU!|
zxrX>BT;|!cEabZ(Bz{48-JE@vPH(h-6hO%uu|Ybk$D9JgVFxw_QznO9j*@$g%_2uf
zsfhdUItH-`T>ndKqT3ILqsJp)$S0uWXiXV((czoX201ZXzqNB<;Kq_=$h+`OV@c`t
zutr{mzaNpc-&Z^)3be|h2;OW$Ev}ihp7SMlbHsm;gI%VQuS3upJB(}v4J<eQixkio
zYUM+>3`g7p$#cPcY~*YW&S^u%;BAoHLB_{7oQ+loj)d{?Fq_WEdAz184!WRTd}_!~
z<@!h1Kz{jb0c-vSH$LG+Dj3O*Un&r_%zNCoI}AZa8#_iBmP__di@LfP7J60WfO55<
zD(t)DD13RM+h(HrqjhpT+(9z`gL27^M}TnyT*2sG&pD00y&XH9idK{Me0{w-QAtNr
zYX?l<5lBL}umG2Wj^uIh)Y>9%yHUL6^i|8_Tl@+n4`7Ey7L8Ou9-Qa=hMq7JNhQKX
zl3xrCwHUoIH|>a!Yq!$<)nE>woDB&OSJxMw7{<_e7NV5b$<^x@QV8ubwLiuvmED4e
zlg)t@<xvc2yXMOE$Nv@)fGNh2qL5Mjq7M>l=8a&j668p6m%oG$i*K6=uA~k{7gbhX
zquYLeoZ<fgLUnEKR9@nU2Udhf+M%67tC9d>k7#9y=MgdC;dt*Bbqci_spORG^cJGH
zccKd<FWasoj4US_vb4-v>>aqU#s2;E)V=NeK6BUS`#BKFwnIs`?kLoS*s1;~*&;|{
zw<0IBNK`PH*l@5A8PdjYODpbN=<iUIzk^bO#4K-I6a;GESqSgkqMDXpDB)rxXdohH
z^WBLU!pBrWm!}HxH|Jia7D<kHyt3ZYztgFjjmu2Fc=>YEXQtLH1~$Cqte`6UN;`Vi
zYk!I=fK$S7DD&QO5FZ}!exE(^=8i2me>gZg{^ekaE$0Gkg7_1t+mJ5rG2It%T6k}r
z-Ot;>M4Z#aZ|zCNT+uD1`De9+*?fk^=pr>{@|m_`0mMhAThEL6)o=qXmFq|~Be&L3
z3K#;&0*gc%0<?KLguTgS(l7^_*48Q=5g%d`v;8R=#KUd7%ulDU)HrUdpMYf3ZG(=4
z?O%w<%pkc7oONmpdX4NIL~xq?d>;%I;c?)Q5U|wJp`YdsP*VhA3|fuwHb!4${s6bv
zLKJ`jfn{&f+T&1x>5WIkr0L-g?!4^?5Xb~>D>R}Kf2v`OXs#`jR)eZn--i;3HPZut
zG6-~9EdgTxCmmA(=!dOMeuZm8Ar>MfB<*l{?#e%v(P$GO$0%7Ib^%2dW<ZIx#)>%S
zyH>R&=5&$`06FW79QvrwfYwU|7-#j-{rGu?l620%mMPYdk%1ZkNh*kZpctUolwv@(
z>45MGJ7GB9WBR6f(F<x$f>Z<{F!AlmTwKfN^$w6}5l<^sOgtH<T&n=U)uXl+cHLes
z2sUDb@P}$-N2@hp{eS83{7YqZI1qT$Yc>cZ*EjIBZ8w0WK~AO)Bn5zeW;skzcHw%s
zrKz^z*_(JpTU&(CL*isPP_%2;Ip|D1$wms2<=I%IOOs`=i#%Q{xTg!fWlA#8sR1Q*
zf1~?Qw9rf_P4D1UO_PfU*gv571`SaM5jJM@)sdV`LXR+5!oe+c4m52je<rhuu>+q%
zS*wgSJaNO`ls*{b(tbf(8_~djK<(;B^0N3mP)+__egkOe>gfr4`}PZw<kaDwA-23t
zze3!F`tv56kYSwwHO2o8g1yG3vDQj1n!t5rcOgQYseme^l)!U*dCIInh@-d{-MwPA
zRZ?^Y6i2csKE8L8ps0qkyK@`Z!*OkDgwzJw<N{Lb`og1RuYv<qE9)3LKDS)0L5gW{
z04hkZhWC4WcSD;8&T4sKiyU&J{3}$pNAEGavj0qKMYT}vhI$O_8@~(kzcCbYZj+0r
z6qHdQvxIt`gpyJieEm9uE8~kO00QscUQunxc@RsK#ci+Dqu%r>Z;n45_9e<JKDW*#
z5Nj!&Tln|w7u5%`mMu{oxFAFr&v486kI8x>h~H)ztoW^7I1akUwe5H9ufk}M*%Yf?
zY_4sNGE_S6=*iTECCE51M(f|_=bHg`)O&jbd`{{Owe;p4fPDCWG&iLD2V@MgyjsYK
z;UwJcUhf1!K*4OYMVSm6Ni|ke-H1&+hG;R!4I#a1^ZvI00W6@mN2SxQbYZONG8CEe
zsRX?MNIF`w&_86Gl-m7*49eIwHW)2i4aVZLLT8=Du4l61%SJyZ-hTLg9Q^)zIZ}fj
zEEWSft@i?=5F@o<d3m+zxf$pvY}Luzlr>PeZmI{O2^3t|7$WZgs5xtnDXX&^^~%FB
zW|eCT8-Ho%p7H*n?o8PiHBGkwslT^mXbvIjxwZ8f0AqDTO$DXy79ntv5ts}hoEf;?
z5K$_Q$Y!DdELQbT^I&&Vvq(Wj*iyiEnKn5>^Lu!<=4SuVSPVb!K$tf^3Pj<nE+--C
zw*Hme3<a8^yYD;oL?-k^5c(h?TP}qRs2~R{B4JbCtt(_eE6@Ux;KKP3Nsi2(1D%ou
zB4+C!6BZExe=~C!8mY2U1tnTX)=SA`ybS*J6nEmOQadl%;7NpUf>?}XO!IIuAW(4-
zElLLKMsM1eB!VOj-Suh6?29K1_v<fhYiUAFCNC0<VH2Jj`E!gcR&;OEWz}$7Gv>4p
zljW7;FQ#&jnUQxzdu$&LSP>F=;zNBvk1Mg&hN*&0QQvM}qhPC7Qg6S>P~O5YZWL;A
z-*)u{6@qlGkQk$rNVy7gI-|(Gm7vH>Rfur$4$s%=SoD|t8>SPfsJW~*z8nnTKducs
zol7VqEfXcqelsnC=>|Ma8~j<&CnU?gK|uC5{>RII94SC%1bduRMTA+f+07YjL93(R
zdcj`P-EH@vxeDa<3<OvUWekwha}bgT)!;7y%&TJ}wAGljkO+df?v~Asvk7BP?+kLM
zS_6;xdQn|+*4i<(CQH2L(FveqJ`FZTtPQGlAS+Hy5sHUYp=oVj-ZXJ=@M1C}(Iy|u
zJY`f_T!u`Blfj{FWjYXnUqLT40gM$%t<EdPL){1VO}PnaDQL`Gpb)90D|4{|^ea~M
zxnPzNSq_%kvGHn@(`_W#A=RQG&4FYGTntG`0MX<X)Qw7Pi~xrf=jX{2nPw}ma%F1^
zw!Z1%_uKDjELU;`OKS=jtS0|X<7U))D9$W@NcK{sdE_R9OrWhQSM==fIWRgNE9f8(
zKg^R2tM<eYNp(aEDSsl#^es8V>dz0kd2h#WiQPM386-QLGn%#BrLVmt$JuCefZmq&
z?MSjPXASMyhUYFjqA4Ql@H!w>P*6bPXH_IG$brTxM^60jZVJfb5V;wNicaxthNW)b
z%C0*HLOKHR5?uDMRaE<j4yofOvShYuQ<6$?Cyi=g6QwAm{l%0i&<DGtPr!0Q+!*wW
z)!F^HogZF&xj*DDYEV5DgQsn1^zpCe`dWDt-u4N2Zj8-poixCdqo^9j`^(5q%9C&^
z)MrfFl1nMA=CZF+_hh~OJ$Ix}FnCMQIo`fiZiTbA5U+v?32-{dJ-pVm(Q-XA7bodW
zH$ZZbT+IAx-5EH*9*@`8DK9T&2UM+$6=;8w%RJE{-xYlVuhbnnF=j1b?+;tZ$wZv6
zpIAC3kfH&R8EJ#@rIG*L28G8j>U=5C1ac`UmGHCx^UB;Z2VOQ%b@4;Uso%WIZ9^}-
z@-C{+5tO8QfA$r0nXPG}ge7Cm_Zhw}J@$3?QwxhkU^2>m`yTRQ8HDKrml9u*ZU3d&
z)ljoX!+59giyb9=fA0E4?U#>wZrPQ3JFkdd+t-vP`1ALBe^B4#G`IABbnxo$zw~QG
zWE^?m^I-gkCnsYV62&36`$!6AA6Lg0(fm4k48}ZtHpX#wVa~na>aTw>4;)T&&gB(}
za#p0<T`<K`ew`z+%s(R2SiQa10%h*7uhA%T4exQti*J7`!CPFqhvdaSQdx44OswTf
z!j0U=9?rpg&OiR+kA4@@UB#8D%Y{WcAq9RD_p8@iBnyj+W#;cfl~RV?cc0xCV3~R3
z7T=LK6fAx0Y2Kx>`XOsMONG`Us~gex=2wOcQ+p~7ClPKH55{~<^2q<I;p)-%A20FB
zIsa&o-8%nd@Wbk;x^|=W{wN)w)~MBEY@pRW^5M>cGaRJ{Q=V5ll&m=rX;C_PO1L4b
z4(!>L)Sj8EWILH#6!nK6-Z2VmY7RcR^w)_{-al;8d4UX@t~QWAHidEA5IVedfnz~z
zVxgqHZ1~`ToE0;&iNOAW5FX<Z0(mz}q1>X1biUeSmD{V<YnXOynO?4IY@g&|YipP`
zvL>!GWaBnIY#cK_8Eky;;KQlEYdr7XlLOyUWGvh8qP@kBa&i3t6d6^Hc_P|c)P3R~
zXpa06D?pd9k#{h6Pi~uaG(~$U5)w@{(H5^n4D+v4bp^Xu@#JaA$Xml^VC&v?c9w<J
z8`H0OMH&x@wBE>y9G`FG4@6^*>LSBd9;0<c7un?Xt5<Akj$wgH&PeczO4y)54i7A{
z_#-%2bU*)wo?b{)+AXoh)^ljSC^b3$a<iguQK)|WhQQaY1Q1$dHa&dN@<|RbhpAmg
zLGGD6_|cO7{-(R68qQQ5qd=Q`a;6(rVtz{vI&k(5b_Q@8C8^4W>+z-O<zyy{yH(B0
zI5vV3_HlTvwZq0F5WbP3CDYrRfA!_}h2)yMxq7WP&;}vo6ys-oW(o%xbmdqC_3A>{
zNMb09sS7*_yYFGz8=7Y8>7US<SXOyTiXeQU-{Mg1Uj=^ikHg5bvpn;?#<Y=;?#(K<
zGo!xr$3lmHJ{lBs!^`K4a8$bNd`aWS9>e5k>FIdgO(<8R7B#ouKdSTv*K0m0Egxx`
z+~bsX3_A4eZBJ#tl|@pc8O!~w!|3oIDI2R5o{Jk3_e&}}<c5Oxa*eXY^{UFhR|(~R
z-csnSxcuqE>Sn9i^UDWl>S);I#k`MARPxtcx?D8=yItmdV#SLq8}lC6P-W%^fx=#<
z<FCIeR#%_%TbosGjHz`!X<*PYPjT$|7)GRq!j^ZQNS_uPD*5J_PF@WKv;KCl%8T&Y
zx-Iz9UoY#^Un{L&PsA)b`#3Fo->&Wtim74fRj<Ay>lQ#Q(fkiKj&jl<yC<#BZrBgc
z!>jyI3hXubk3W`|gICG5XB)sSpBVy-i?gGf8rKU3%G185jG-SB`@efQbob#;$=(Z2
zGeD<MpKe}5!;i0C$MOVlVm&iu7D(5cxILSv690)gWjA9DZ`Yk<!)1`~d!f!|7O8MA
zv8#(}CF>M=`Yp6~dxKy;JaL`Wks{GnolxX+|9F}E{gEdT(i71*-ZtISEeY@S4`w~-
z-Y#z-pNchMbEn7~pV+`B^7lW+uo-CNjS4pThWYQNxWZ{hHD)&}7$fbe^o$Swp}6Y%
zZn*!iUgo_^@xekpGXj{}5zOuadv|H-Y)v&8Ca4Zy^kQ3sGHg6j^zd<Eg6~x)=sxgI
zVpD`i?cS$itGnyIOb|KRW*NLr*Yq3sHV1tTHq$rRY<}B)7)3RYl-8F*RMG`@jOCl}
zuHHu+SBUa@){73M9GJ4fOEcT*52!Z@pPtyuFzm7nYWZ;BpZ*WnFiih5+=Av+Nli$r
zy~blU!>VzyV4#2DcH-6(zK&%x2y=Rm?+ik2_Uwf{D;JA~&d$ZBDQEm)t}hDzpD@1o
zy)j=%Ga=rHB=i5vOvGR5<){=4T!R>3iaQ9Vxs04n;C_%zOgwhS02*p5;lBLW*cAH^
zTez5im(4(m?*)5r9F4JAwzRG%56OYy_^YxROY^?j3p^(-7pC9xov}_^d5%G-8T}o*
zxp^^I{PP<o?O+nji@6{hLCBvQXY|Pc1y<nyKqLd%D*db1VlDzIzJfajO>touk`?09
z;%C@6lDMVL!~PHCPiT*-KEVnkRF$%~<#5%8JB?l;{)j2ywAg@vk_1II_ZafF!Xq}8
z^4HuhJK7R5{HOC?+%t;y2220ywP+!@+h8l|Fi8?VN~=7yPj)%9S?p<=qa0<7ihtw1
z;F&0gkM~AK&RBuXEY<x=St=Lq+S1wISR~%MhX3jkUw-u;VDnkzt&40LTDCso{Qm-n
z@CpChY{nY-rvG=)3e4i%x`qG#pSYRddc$IeTy3=XZb@nY$xD728O{d1rXo>w^!A(`
z-t&)hwfSk8?OQ0T?TGn{J5wG$bqd)R;LDZSp(pZA(=zsqWwDFt+f60pSJf+8zvf>u
H|Ly++xKM@f

literal 0
HcmV?d00001

diff --git a/stats/output_build_1.pstats b/stats/output_build_1.pstats
new file mode 100644
index 0000000000000000000000000000000000000000..3b3daae89f5361598822ac23bd0557f7712f02f0
GIT binary patch
literal 409804
zcmb?EcVJXS^OS^85_(4gA@m|mioiWe=)JeVaY-(lN0Pg+mjD4p5Jf>$1O!FU2q;oi
zK0pPesDOx~D2U(*B7(?)R6!t8elxpoci+8tDSY4W50__dc6N4lc6N4lcJ|)}g|i>-
zkVw5#-JY6yYMPg(r|5A_opD}ox-Xr&(j0->1qu}KmvDOAlbxyFgp3q-gK)i3!2$(X
zL5hA_ssHoddYb&0wx%$JUkm6>3qifoyowWANOk(s-0=;<a;w~|0k0f*92+g_bm|^G
z-RXoDW3fdn$mCg3*Ka)1N+TPmExCE3%3w{j7<d;em39($x<RQk#T%atE#^{Lwm1SS
zN4VlAX6O{VxE&kBf^_c~2z=GLn?~OK>-DdD-0Z0uT!wXuIh}4#x|;%-VY(A*VL>iL
ze_ZkN(Va9hGi|`zVLiHP244c-V5M@5G-rkfDHMDS3yg)|XgMfIs_Q`C8fmpP^6Hfa
z??irHSCfRMVf_f|PI0?@!Gyl}dZ4i9=@^Z)zEr<KiETirU}qNA0d~5lFm{^hY}RsL
zzod(uHFB!XiT0%ycGGBS0B#V*$l$b`Zc*+(P2MZ7k@a21O*q-6ilXH;0HqNKA8zXU
z%968Rb)SAnBjQ7hkbb@}&{5KvsCyEeF8D9S>q-dXny4YGif+@A*i<QNQw_&ooxAv2
zGmX6e&_@q{&@4%tMynu<xra6wiL)Z&tYpRcN4u1i&zjfK$mmwLhCg+(cPN}T7{Hlb
zH@ArdyayrixKbQ}PS7IEC>TQ56lXji#ZSXQaIheMUApq(QQA+FAIQCGP(?olKl_U@
z<{48dms+BefvwnDq4>C<NtE?Lud*l4w9p9svD*CsrP`}Ls<~o=5h!UfKuL>35j0Q6
zzV8`0oD2ksKlA7JEhFLpXB5Ji$71ZGOWw>L)L$ddmoFT>w391@wEZ=@dD;1Yl+#GH
z`>!v1>~Li%ZL|zFTb4CzlFmO`zPz#3yA?I^(UE^XJ2tN)PS5NbT_2C_>~Y0=JqfN@
z&}gv}d|pp%f;--u;HFK}G6OJ0VMcV|>d67(9*xMcAT7F;zjUR=2M$u^=(P5SU;Wtu
z_#U<5^XcjCCTXttWEXM!VyT<Br^E_%1^79-I!LP-b*~S%FTHkjt;0}aKO*YJ`9aMZ
z0KEEMARK0Lyf-yX2UToF{?f&dvTlC4!Av)802BmpLQ_sl0F-h8+5`$x^zaLheX{&>
z2dUpV`rMC?pG8_)<cAgzT<9&3K;78W#tM5VCO*Bz_4TCmLx{bR6?<w%O1hp#z430J
zPxlZr0|PkK4WdnGllyOdIOE_)4)Sp1_hp8jJBnx<=7kodART6(by$!KoE3anwmC>`
zt??gUI(|p2wqdanOWg?>@#(tP19$^C83eToZ{5<LRZ9D9mxJ(+lZdyamD*rQnxK0o
zxLU-zJ(G0m^`yeeVkJ9-pl+SNqQT;i4<q_!`9g1q56*-fBvlF%pI$#9?mVQ!AYD%Y
zyCFUq#xrN^a*A=;W7wPLi*j#Tx}K^}Ws^7u(nBF{nlI#OF6zq-vy{FfE9$uicl{+F
z45tZ+sD5%#4FOmW3(y!S2xs_b4#FAErek}cdKggTiyho+NY7q12gk;^eaY$GwAii#
zM#TDPd@P9eBsYbHB{m~nPsynnCgohzhn^`t(bsURgV323uKro)H|&B<)PqIR=mIp7
zn)8TC)^PKTX|^W0Gu^;Tz{*UrB1V>QzDPB-bHUQat2X|L1h>r>Vvj4;?E@9<j&*h!
z+^cIJYa41J$$4sGN}C65qwA32BXVwntHF&9;=lL!@l8XHVK*Lo&?aKK=G=gkdXr{+
z;6B83?L0K+Ciu{9c94172YtUF#gBb>{K5M$wA<i*Lvn6Ka>~@ogLh;==Ycsl5lXo|
za1-4Jbnc#W6LO_D>CXoi+W|3y`?kor4aq4}8?7I7JO&Kzk#h@Ds7zA(;4O^kn{x|t
zD7XSSf-?2MLosmhfcy-_)uhwUe{_qfrvIji;W_t0j`jy*`VXm)z<Tk(vwKjNoEwk>
zVQS!k2V!tcE?gR4#ogoj6RU$v(+B1fw2;fpmSg?DbYe)%fPApYG$S5(9ESAFM+5(h
zEDh;1AQvvlp<Y=x`-w$mn2Gzq12JU4kj^>xLW*mvNmF(Xdy&nE2bQKGL;B~Vh5v<5
zLwoh>mX9V(op@kA4Ij`eCg&#PP?*H&f%!CYNPb!{bs`U2)i9g#vQ_0`ZNeOFT^y#Q
zro{SOQ)1y?>UQz1aSm3sH1H1YKO5e%AY1%<Sn&lLj%mpR_KH4l289h?taFmvli;PX
z6I`%8@Wv))c;eH&-V|TX?3XHOeZ%ulZzy&U*M>)|O~$8ZrXhAfuDftAmIM8Au{14Z
z`7?acvbN$?d%TWQllDw}cDsWdxzpw6cSf8+BJ<eF#Cub`)RpRrovfqdkXh9Xq0L_)
zi8dK^c~}vX-86ZsJA=d~xYAwV!i7C*1`I;Z9grK3C0E~hx7@CC*nvDmP_~hjo}QL7
zW@)-ldp7)L;pz-?E9>|Li;Tpa=%uOo7IBlKrr`7dY#j<@*Xa<Kp{Jxb(LFU&-RVi*
zgqrOCb&szp?8TU)+vx<qPoM_wG+u^++)5tt;@8)*9VGlfi>cA&A3=}pJpA>=&<GJt
z(|DLS>27C2ChRu!_)w0doeuJScJH5-jKRH@31Mv;g$$v4iaS0uIyq2c_bL2wf#X1+
zzY4e#Q&OCh_4Figx8vRiCSR&|k~^V6cmO<y1@wjJm)_#8R&K|ijlg|gaNp1k+b>Ed
zv3>&`_EAQM3|D^`ckiH&hxGZaX7Y#@ryQiouuYX`|NNNN!0`0n#fl{u;UTK=S$xz%
z{??syxBpW_IKuUP=nSqD><l(M;y`m4Z2^r2(A7w`I31&!$DVMIACg?*ADr4IQ4|XU
z6s4U>;7d+%vqOdy-IordS{bU*H?VGE-_NU(!$9?xp7RSt7dwk}nK!jBG*8ii4GzkN
zz?lHxDnPod@45KIiD->{Gq3D`AJ$)#;0xhrx`crTm?Lrpf<Kx*<I^6mTyc;~m6M)N
zpR-7Uzk%Q!J4HywN3wVCKldvZ`yD!R_?PUM+fPd0X5deNfu6u-KF;fNJ7M&E;8_I!
z>bROPa#)ZWH=dwd6Gv$BL%P)$;sBIn-gFZK^?}eUR*;vDbl&>aYv3alAA$+bV$Cwb
zo#>3qOlK}qgC&eFWarwF<q!W>Mw1_+@**6-qIlebZq=YVYaiYmwcvUUjffBWHgpgM
zmGJ@#H85g?=t?Wdo#kzut@|8y5b;5)GZ6i?hoEOzkfK-H%s=zqU^ss=KIEjh3ZO74
zsGFVW_?*W4cTNU>Lz<g52seo~SFbn4&Nka2S^F07&|eze?feW2Pb{Fad0yBm3li9o
zh&Ub@1p=XCK`y-9EOI1;^Ca;xjefwo6(|q?&<#*XpRD{4Jl}!?R!Py52wq@3OLCzn
z5{AHmV~z#sH1qSP!b&yK<cB~p4wM0$TH(0yV+1zSSV0zCet%{7?lTVgAvk^u+SRcj
z|M~WjFfF{jCO>3%XCkkP#Jl2?Q0M4wtbzqe+<&O!+b_atLzxe||1j=YhCD&j&tjFb
z{Fu);Ds-i%Qy=ssm+G>`mspFiPJo{jTEr>M3iA5QuW#L~(ncc}8<jdV<V+_xi};xF
zSnmZ@SV6L%=`pE54LG`d^Zjp2A3NI&<}Pz_=GWsE@0&Ck7r!hVHQUn7wRM(*2rCA#
z=dt+3C%I^XJ3ZE&5kDaf+~RTkr~<@X;13kR@10N>rxdWbaNG1tT(<Mr>InQKu0_k{
zEo1|9hiZU#CJP&o1|K&<zQ6`*T32s&tdfIs)8uvJ8;+$8B0gwcXaZ)DvZKT=5(Jvd
z%Z@VmWokcwho@pNV(=RaiBo<6@;p3Of>{|J9h9=ql>#H<28)&X%*`Cb(cnYE_d0uE
zsbTBYx5zPc;RYQ<1=~BK75vxdPAAlxp+-JvU=*k1Hd^>{p_x2(C6;F7&<7qiu`3$C
zu`o`jRyho(^akum9?pN!g4-7_u?Nwgh1jtmf^4IiJrBYrZvvbv_|n1TN(D8ed)Nt-
zc{D<FLhRxi<Z0KMI^knhd1%aXY75N3o_tQd6wuS2=88iHkSm7nP$Mk&=VA^*19_PJ
zg7nn5cwev-1#rz2ZJ<fS?IP~;KIkAOH$xt0Q=*NG^u)HR3uYc=A$lwft@nw82<-vf
z&*KnPpvNxc#(uuD4VKP)Qtq3e`$AK$W--^-`^2Fg+jZuj`FtL$Hhw~m*aldv2~x?z
z0JqD(rbqxIm+En_F=eNZLGx@eHi(6sUS@Ta{}m{is!oI+V(DQJ8x!b6KJmw=wQJQb
zFZ_HKz^N>^{&u6D$mcl6>EyAz(96B`gOd*nbo%7~27f-~$Y-0x)T}7fBo>Yl^Kp1S
zHBpi~j=FQ`L<mj9CH4~>gZy{GIvLEJP;JP`AOwmw1MvmpK<RQW3R8vsFx5d@au9_@
zF23A9^|gaOX2l{K5-TWlCV%JUCJV#tUJBHMCg>F?j4l56Vz2+bgSO?(<F6bf>d36N
zdtd*<LB3i%x5Z~`FC#DWm@la=nw*j5b0xwVrV$Hgb+^PIek_c|8Z1t+J^}tbj$n-=
zdk<{iY#t)TeW`H8dPgxl4|ds+*!B%<oBIZSa1ic9I_97q7>LQh6HJ%uKaiKlieQj8
zNe82e8(xeko2_lJ9oIUj!`iwa-Q0Tq#y-KF=z=&E8-LV_p{+Zx=%<s19OU1W!!P}C
z<v0#({(1(xH*f%2Q3s-suXm8I+=T{wHMzL*(18ZiT)s?Cyc2zwR`jMZ3B{HCQBE^F
z5QxFdFY}ln(VTLQ`a2O`#6mpsCynWDpPk!kqD#Fk?8tnJc?!6wY#}c=b@==d#+HnX
zqMhJ3&_ilTl}i#=CHwL}(%f%g8w%CBP=0b_2i>Y|H3`sPpWsc+Q5mqIz{1$*%oQ4Q
zE>ap29lHPj3*ADeao&U&7vT|y7VBC&AVZ8HWX?Dk$XTJ;1_Utnw_*(5PlY~mNQF=}
zCj{(KcHod>cU5033S}vBulN5$%Sec|ziP~c-Zr}o`u;bqrolD?9q0)<gbtYoH&6iv
z4P36U({u_LCjdF)Q(Qjqx#YIug7>H_xK7N=ADcEgZ?OCP&!ofoNP>5=ZPF-?*;XbP
zr=I^+vn-MmV-Rt(Z<y6tz%60Bt2U(-Aruj``QLR_wux>yJyADS0&}xUBtxm{?*Cg?
z<>J5;oNbdL7i`mn?)Ja6nC>EMG|dev&Pw?gef{4#>r8cdGE;O<#*}<ayZ_H-Gkhuk
zMYH|>H})F7Zj2hWv6)E~7An$^pM-ve%I$xgG|v1T)dla_|Hnz=O!p?cJ-LU1%DF0J
z`G4;!n&ierHA}H#uUxf+=L6cz<2*If1?##=Pjd^6PsjjXub@pq^-5=f`~b{(9APue
z-1fi;z|@H`(UtwWd(nbNH-7MqgP7uo^MhB03<NMJ->xY`&F4H!Kt``G-sSOd-#4Dr
z3B<YU!u${{r8I#11A#XSzp+qGE0f0|KSPJ%)NpFYY)dnXV-PbIhA##}C%KN<iE}Ow
z?>1uv#P{+ue7^lLBUkJY!Y%2~r^KNNmICXYRWcN2p%KlP^TX(bj8r&cv*JY_b4Cj;
z7<ic-ogc|?r|Rio#vx+n1hK7Ia>9#Q2&~9so5w}YO?6j_P$p(Jt1*;pHm!&G8AIw$
z15UF$VpfhQPIHSBZiet4Fh`5+zC^IC%LN2WD_X^9flcmdfFF5y@?{8ySs}4S+Tgar
zE;%AT@|J3e9j42q5O)NWRubo0#^nj-ht0!XB9XhN#Jl0508AcajhT4%jfFbo5JH~!
ztdaOLsC`$hc8Nkh3_ZOUCwm@DmmxuBriT_oY4eH?z@7(RBzC+`iE{2^yAU&e#TP!7
z;6^g>B`=?%2xxM7&{G3ud&?G9nT)~7kA<-{HTiYvEckQK?nBaG60AHFu^bz8A6Q2n
z<9m3J&zsSOrp~T#+Cf&=zxLFMs0$AIEN@&5pIEnvSQqJY90V6(z7lh?z}sg!Jjvrc
zQPSr_CV6A|bs`tF(W(d$4i2*eJP+@TY(?7kY+#L<+XmTyg**}<rs%-@GI+9&=vD?R
z%)+QNVqMt9uRKmCCD8_JLeidvv|}MPq&!-J36RGzt8Bpt{s`I?2kD2#*bEj@W6BR`
zM$6qkw>J|9w>wz~N(iA;Q;yFx@RbQSDm0Z}agsek<KNy&fZdx-Li15rcQTxc&Vhcy
zyi<J^aW-a8W*+W-*=J+$av<Xo<ZCjL!CjgVki{MK=TST6p}%As8L(<VSd_87F^jfh
zrcjH9cx*)co&L*l^QFNOl8eViwq?>&4=jpc9E5B}9rN&29F8P~I~cl@$8n)#nH-kT
zji~ijUV;(}FP+cDBL;^K3nf7!0+BA@Ad36a028Z+jMZ5TgYS<_a`{xaQn)EZjceUP
znlWsJRK$)7W3$0X<QS$!KSW}}SpXG}qH;F>xoPcn1vT>Awo%_clU7m19sLGjNfbjr
zgT$Zv@9#jUVn&sFhoj14M35tQ(Ft}q@;lz<tz4iTG$LBc!f!03JD-U4NcIFHqUa|8
z1My6%=LL3bOF!`r+?#Gb<I3AHeWn9<!Vo4bHyDW%Q!&tRj<Yl1=Rtur{@wh?CtV#H
znYQrN3Yk4u0#3}JAaEievB5~37;{KhGn~vp&T)S9Xt#0GO28fPIo%@L&)W~trSx@$
zlb=i5U?fg8D&hKQq!SDB*}AzE{J+A5@W_P5b5{J*T#e$h7=T!uN09PRw%n@8W-!o|
zhjN-@01yBB<<U1sU2~B0dmb%P^L}f|Vv~Nf!AP7K1Iyz*%{b+eUu)-#V@<|JN*0@N
z+F&HklB|2W54<bvo_SEnB3C^SY$QIWHQ?d6bUiSfzR$RBYDR!bc-c%NXogE@xZWGN
zj)jrWqmo9ReZTg|#4+`N^i23WNJlO(h!eN$fdNoJL~4cyNq1&IoO{a_AkfpHDOQkD
zJ6{;QT<@rnO@Cc_x4@2WY*4YP-V8YDkK!(AJu%anmWfG2FhZAyqkc5<kL7P3YOImT
z1!`1kcDxmaA+w5uuwo_WB(QHG_TBBo^C<`wN=-9R429oyEQnsaMZ~fKO*L})*v{5J
zEN?BtaP<kui&DtDaD4>K7*>#Hdd_}m%t6R9arcF+<_q6zqj-@EjO4EeaaOY899#X%
z`%{WT8k1vx^#1$FdL2UHw82Q6DEV|Mj)!@s6nMS)_~=qjjePy#)N23y^bz1RW}li(
zHW-N$<FV;dMkiBJJda7c#Ge;_cDAoZ%B6g=<&jf3qpKhc&+5RnnGHtb#DpKTsugFq
z4qv_9YVH_~?6_34&@RLYiZ&ACDZ#1dW!qV{=on^e7S!hraUs6$kQM1xMhi1)xn;Zk
zmFkU_Zw}YU^?#Z->(J=}>hNk-9ggx5>iAOa$7LXFsh{q*JFujlMnC5*DG;H$$$}em
z$G*}(9$N~XcS1R|f^1E-YRVJj9*YnBXZyO6h^ms6Xfjo|UAACs!h#(B=GUT~?_P9}
zM^^T$@y&tZFfFpHSW$3alGS)ubO`&xSeD8m9kx@$6fYroQexh!uD~I(4cDpWOFpc-
z7F6ov9T!EFo|uH_LeUh$51?q0do6weJOYvAv76Q*ILZZH+8`1cMuS8(i2PhV06|7a
z3*YRwZUJJiZ)00<vX8|0mhIZMK`!n!bz4!)eNRUmr1^Kxd~<N)EKNkaDiH1>IPM^$
z8lP`l`|?bUHsa!?K*T*Il9287el_qZjW*>Vig+ocyGGx?75hn?Mt565MCJ+dT#?Fs
zH|}{wqhE3mwaw&PK$uiRzua|jOWJ&mer3hN4KKL2zzx4X8vWJ^B2s6Ns;ypMeAn4q
zqdzi`KvDRIE&x?U8jddiLvaEoUbia=$1|Usq0yrpi|Vx8qpU1+;F10ZG>!T>NDN}Z
zg1D=V?OiDIf`c47QT54*{U>VlR}P|j6!ZR`C1-y5$3Y6O-M{?wMc~Uh4x)DOWBz<5
z<N4_O4)WZo+Ht+3C*pL;!*Un#i774*iOWbKE^rxoAZXpq6jm0rAZCE-kJw(5^1Ule
ztG=KUidUZbN+7ZfGoqk?wF!w;T&g55#CwXqb#tI5Vx1J1xcPm_K}vuBWV=mcXNH`5
zX?lEeifwzNkcfL*<ixv854LMMDkKsgWUz8GFNT=~N=V04N{u-?13WGbzdbv#@&PX*
zdB`@yAe|KkSLfodldL>l^NCq=!+Rl~Job$cyNx$fU||W;1gwLGCQw7g@8&=h&r`Q<
zU;aFK1me%b+hW3>me~@=i*?(ETB=n~*J<k#KJJaED_U6qROXC<FMK~bNL#q=vfz`l
z8odOP0h<>!SUh(HTt%ApT157+uUF-Rej`*UE}q@lz}6W%4Ehynu~R37>Ta7d=ifPq
zx~i4_L{F+KJ>HhdLorx77k)oq;Q3Fdc0(+-l^FuN)9_A<l^7*YQqinCcx3ork4{50
z_C+NLok&(BOhB<9>qj3NR5I~z2U(x-JKbJrA|kPkNZeHB#WeFo^+w!bCl|0Y6__~M
zmh6<NsV*xK3WbQ3Bg59T+EJq{Lt*O)g}ZHDTjG@%=mb}XT-Tii?M?3YYnRqD<hmaR
z9^ZJIr%_SD^*hM^-Dh`Cj(E6O$N`3}dlDuGgmg!Pp?SDl#qJP^dsU{Rsvuvk@M#$)
ze-z-R8(}%%VO6%dB0Q?(>AzoV)A82{nh2y+>V4_8N8YQtBili$d!C!U_q~N0#k*cX
zjf%WNWNqzN_B}kKzefMIf`}`%r0umo)>c2_){Lk|)07f{n&kUGDtR+{L$)#_s!?%H
z3iZLhM}EK6y`4sH@rIPZ4*0z?+*5$K&oRH2c>2kPPii#V3L^J_J<9$1<3DbvMhl{C
zZw|=ex%Y~}ExZjEz8#kWI=`?LMBGv*+Y3$d?;0^mqg{AIN?IOqY&gBE6DWzz(VhA=
z`Q@xeyIE-w_n1ldTi<T#Ip<FhDB2T%blh(ED?{)Q9+f#g8L4nT2_yhcYF(hYgNT(j
z+pI^g{<Y+KtVVnAX4D|^+n}&UXO-?#KDp2e6gk_n0QXo~iY>M*WC05M3M=n1tliV-
ze(4{^q5Ru)6RZJxs>^mxriM|<%lq3lRjXBQm_{S4+?DH3?7p!L(ncg8!L_VPPz30u
z!bwYrX{&@HZQy@u&iV%I&eb(C=PfCxBeps@VFRo<%W}P+FU5Ihle<@5tJ@j*kjLqy
z?(^bCC}?eL4c!(@W(>!INWaI*MWxrTUGmfeAU7IeBWOmhc+YP~!(mFv7W=;%bu1o{
z=W%8$D2IPxOOuEy){I-RSzfqZ65a5_D|5ypoAcT{7+e9|=~H!2qBkGdFK)fMu+-T;
zh&>OJ#6)>Q2230y)XYr1;*7M0YfXIlol;{N^|l-i!H2>=okcp8GYzA{Cq;OB`KY4t
z*)d43ZNb4Ki`K2M(=j0@oFuAlr}xf&+krVr^Ef&(QdVG?ge#X-Nb1r%ZGK!-EP=7p
zwxnic=m|(1>y>TwkSdU0=7(KKFX#m5CZ%||QG3fliXEvmBzp*6+0N^*#h~AmP%MXF
z{5O$fSP=iU8A;1JRMW_~kDl;s9PtXal0Pn`rDVYN+S*0sr{{M*VCT~Iixsu{*E@}v
z^N5`===Xt|wi#ARI;0U$(Q~_J@2PDyn#p;mrW5y5z&`MsL$8f4kgycnwq@ji!*NV`
z7y2NG`Ej^2=Mo{$eUJ^_f&QbGBsAT&7?D-CszA&z5gVVP!<mnjB}_cAFb=f9_i?XD
z!CR|`GG^O6F>qrLGUUk+pd8E(e&+f!xGeU4omsl?Q%ID}1Hw@yy4?wRp_7iCBV@;S
z9lV){&NhQNI%k?UMUT(K>1XY!8Y8)|b|RB6PX3l@gdBRBBon$Y**B(&8q3PXkCp8H
z7wpS=j=6F-X<>gP&33<+lZHEAh#5w*%(xU;a_{u<*M*M%{{0|S;WoM8xZEC=gO#lZ
zp^?eG&RZvv2Uk1G_6at*;K<}jacE4^^n77Mhm}RchUGGtJc7}ckideAvOucDDyVuX
z2lMK;GxmJ;OdsrJ4jeP`Hvq>1I^gn0^fMAVm`yr~@A84L-CJk31M(<4{xSDP4VavK
z{ln|dth8@1_Qtkn@%eJ`Mu^ls<cE6wejW3d3o+QF$C$ouN^`q%BV7=8QwPjHcFCd9
zVpfAms`K)9W(-=`aEvDI420n5xr*D$&OEOnL3!kG3O;Z%`yd%wL(JI#VqqjQ0Pog{
zxj!_R-i4`q+pbdt!=r@9KrQ>&^K(teVzPSMF9YX27l)KSY*kjijJO<pHw-Bj%6(Pk
ztu2Qhsmt69A?Se{o_w#B!$Kz~Nx?P!mL0!59%a#{SkM~f8p;>zo|5a@D@}u8-^Nu=
z95E34_g@9*8tI)d;ck#&X&xQL4c;t_PUWJj*JeDIsnI8aNul==%jP#fbar8yMx%0+
zw0Ej)FaFG}WQ~^MAZqf6BqQYQF>me&^ks^(vUU6*fFdIo<tur#v)I8`2cPPt(K1#_
z<Zh%wjko46{{)<q6|9uVV}on{F*8zn4%TQzD;B9v56qt5f6GSZGP7+pMB=L)OcB*}
z=_OuTzsvba|G-AKvb90E^lv#n;ECjlFq^AdL8QRFTIlmbAI4LSK4b-v`m9;MGQVAK
z>d|O*D~R0PFI;i5=(3Mt7hBT`A~nm^f!?=ge+?#FGzU>Vk}k!itDl)TvjTX}>sql$
z_sr^A6~3(a^b;Cw%t4e3ICI(E<Bj?k(8z@P_g7sw3~q!+If$~gs`xK!=UxU|>!pr0
zGk)v*yhb~55GBDpNDSQ3Nq;ZgJF*~bx_eq_krwmRLfglGGkd&7@dy=!T=l5Lsv1e-
zwaX4Nf6(m~>pO1JXkQM(mI5ruxmG1Mw_gQzEARa*oT0X5k(o;vTFHZC&67?w#uYQH
z{GXnGw_WvPiHOOzjwPjAV$#jH*f$nLj@IWRPkwf$`yh=Dwsv0%SFM%r9qU-#tI?rW
z5a|i~=lSQ(Ub(Mpbhwp6GHmFrs1N-Y7J^TIq?JRS0gu&q;#<h#)Aqxx8h56y(nM^Z
zB3F81xuXl*HJI-{Xei_|8$tT~=U&5P<W3%2Mip%1j?bWadZyKYQ@rQ=I^!UFU;b&w
zwu8ep8pjDxayfZOojR}W1)=NP`0<rDk1o<^0tZpu5Ft9Gbm@984Da=_MiX=F#+!W(
zl<d3zMUCoK5Wc4U2_ECc%?I52c&<i0)`sL7-f-6D(oLI!V=B!GBDG@U8f_o`q(A7h
z7nlkU;Bghd9V~N>9lDuN>RzdUCgO&&5CjXdwt;8nni6;6a`f#%yHjf?s3UpI@kN&d
z45TqT3jYKO00m_CQg5K+;|(=3>Ta3Y1xuWTV`)r36tr^4SR@ghB~FWD01fw^N;M(0
zGOdLznXNP#&0AsRtuAFFKp)M^u_05`c}{i}TaT^sp+;7aYD7Kna@fxfWw%6#6|K)`
z4$Q=E6~zFDi>(WP(km-claUMJ>`*l%NR{EZ^e=1AB`pHhelefVCwN3)<*1(>XPP{x
z*)QgcC|Yu(`omF+v!0cQRf-lF=qe<VF3pj}f+*n@R%6Kr>HzpQJ>QbKz0;-7SIs_-
zAF`4Nx?yhTv3EAkNaRj~QEl5yNyH+G&hAVWP0FZnyE9o{0+5|_SjR++xr}ZU&g3i{
zd@N*GtTD2X3E@8c8DtuN<sgz45v^<YH%nT$`rhcU`<o>#Qa(EIhSbQ~v4r!HRbwLO
z7gvpY9Kvg@$er=r-P>iV!fClU`?Y(m<=_iHsPH(ehNK`0JB4nuN*V9#7b5okI|tou
z1rbA|=FNU92=6omxPMiAdbPOiv!xSC$*S}>&&?cuXzt}R8toIBb$~_krJohVP7B6e
z1!*raH1gsR9b^TOvyY?u%t41(L8N%|A>Zks!>k}eOk{!uI>HJf$rUZqQC1KsQW9j0
z6@(k2o5jucZ4Nrt3L+a4bW^7lM3O58i@I_Ik+j6;4dS+f$R0^rh!sTAA{#=VLC`ST
zu_RkTWTz#T)Eq%1EnX{#q($;&q7_7nlx)an1(CGKhBB-m;ukfKCR;&dr)5J2ty4{6
z;jkc>hR;$>HL2@_il9GpEJ`!*9_@9IxR1I<UAfdnqrc<`GUdq^{yzR^szy&(Y2lrQ
z7d#%zYS%rgAox2@T0x{b6hce`97K^Tv2YNU9j%^qqiT2zxi2ljIoV4Sm_v;zUSn}$
z-&hzNmah(NcF^-y!t4V!%{m&2k2f>_T&Hz}5Ckjj@+3!#uTbY`Vc2w)u!3+7d<~g4
z*Ue~NrcNihRafMS(KepS_{u?VTgjDt6ygf&ct0zXf)7S4ej_6pwIwqIg>yp4CY`f+
zCPh*X;8RvUNf2&3?{?UC!D7`VNxk3x{ZbrrM&xngWw`J~){LAf<TGNm!+c3NkL`;*
zo=L$V9OFbP4^a|~r!#r~t&<6!XcCePW0S{0q$I$T?t+|t%mtg@_HA2fsh*?;yK5C6
zIYdHz(Ed4s$d1mk4zw`!$P0sx`u`ouyvun649Sal@`_v*U=`lR82rXU-t!>G!xt^-
zexj$`>@u!kA?-i4-aZR|hDAe-1fNLz9c1zGO0%cOf-}mv$fmFewMjAtuYpL3iw-)@
z$_Z(o9UGC<{EIrBHF0f7VUgNH@ZP>l6r5K38ftCGHmSufQT0gfdovmoJCj<##de7p
z{2icB_=|VI^v`(A=zzFr7i>UTK?YqJcYoKv=^Ckh_`>*-2d2qj^8i{GaDxC`qe;#Q
zUL7;&=28vAnz1!n6*gJ48WcgzWL4P{G3m}q2+^o{Z1th=4`nktZoU0wSd^9V6edfG
z53Q-7^vYvr#kYSZ5ppyyfA`s$%P}O0$F*+@hsGkH*&vHRZo5TtagnJv60URUSdbD|
zPMm#l;R=n6J@?LzhkjU(+{!L19w~%qVxEo15zw$ttc7q2ohrZz^5m*RukSrlOCwK^
z&BJ;nI8}EV14ZzFA>&$-*PD!~WAJVlzu?8+<%D{_ujo~I`<vs?fntlu0Cj9cXz7cQ
zIgyx-nA5}3E2}Z*k^`Q1ZQ;oGSO2G|9CNnS^%v`aAt+PQC=U4@$dAhkQf<<A;b#g$
zmf}T?ii{fnb9YAkJnY+xP-IuPC1026;Zt2xAdP!&sDu~<Q1=Ty_|j5z%t5RMG&`d8
zkS`OuYvhG_C3}9cb1b+h9zu~Z54sIT;>M{eBoh;!0_xciNY4u5c=?S+ixwwqWcBqz
zD=N18n)R**3S~_!xUd9jVR!NF4|!(miEo~y;AU^Kc%OFcyI43a;P*6M!B)!hk%WsT
z7|rU$2Ni(Gr^-QVSP=cv(IKu{2^x85!K#lo-QFc?>yL#YjZ6%XM9kW(?rFsA8ngGg
z=^zHa!q@*ZannoS4Ti=5L_J!$`JItZz4~HLjihX;ee+<`4Qgl~#ctqD5a_ldWMu2g
zFW(%HqLDw>l-ydy^BK!s&!+!U>_?>N2L=#ALkXp!2Uw76Gd4CDF@?bOsb_9(pu4w-
zxfOT|>lu=)`ydq(RI3Je7Fa=+9$EbA%yC^c(*CVJPtR<grRZyc^tI&lsb<a`e*av}
z+e0-nqy5rWBPwl$5jXmr3yc_X`WWJD&2cIkI^8?8!m%GN$`txB^LCfiEQM30<mUV1
z4jOr*d#`&HhrA`ar+0+;;IAy_sS}byIlBXMx<g_mHqD?lW46oJ4`x(+xA)~qBV}I$
ztAlvtit~XZt`*j654A~=4^AD^M_1O!7z{xl+(3?rJ`1En=&cn9j|Dkeq2(99%mS}F
zPn};H!~)QO0)f&XrE2Z3ZceLQS|c%g+dfsU_#=`Orbp?+2ydQfeP>pT-SOinh_%>U
z=Jmq;XDCH=0aZ&07N%&VB{xfG&tnDQvcv$5lsJ5|>eHv;NMkL~5G2Hd8a7&TbPPPH
zJHF9~ro|^FD^d_O?Z`=K58pZ#q~mK_-Ho-!;7;As`i^HlOjoZfpm&mf#PR0>FQh>)
z0jS}bV92Eo7pO4uL?x~_O|rQwU4O=Qf}2d`3Kbr_J^}8=+52FFk!|1vqfY^0z)m%B
zzl<u@U`}gz5x7eHr$4oG^$Ug51|xCeEi5|2inC&|*eLB%bCBYRQMHP8j|qj-1|xCe
zD+P27^3F`>jprLTnf?LLxvSo^D^LBkAQVm;jKqnF^yx;9Qzgy6xOmRK^Z!C_{v99I
z(K?nHphW37uELx7_~imG@%I8PVq7vb@%Fhx-)`RYCP=^dkoPzh|HV%dM&eXYR)jM@
z9z#rKPcK-x;b@T2=S$xypYj#n&@%3EB2Mn`v%yH5_=p2tXXWkvO=tHxM}x{IkN(ns
zOzn>WC#uSzxnYBmI4>biZcpe<fCg5OY0EQzZP6DN1o1JAYA^_ZGZz?%GXmEdW+k9@
z#|aT64Czn5a_v&>LK+bt(~KpKO(g2z4JjrIFbOXkio}N4s}}fzPEaH3PcJ{`Y%>TH
z%`d++*<WyVD2cPdNW{2W(&k8rS&DbBFH-5$anKk)w_U$&WZcW4aN1xbPNieRO;2m^
zJ8(A~<ju-Gi+Jx<0GyoDxxq-B3z5zxOd?G1Gv1nbs#DJ*8adZsdxgV`7XeOyL&d!U
z{$T~N!AP9yITYi1ELJkIXTX8ouQe_YYg7(zHFL@3IKhSu0V8p4M>@Hb@gRw4gqLm#
zafm)m*wNE*2G;<XAUoOyFY$i?_{IA)aB2e)XxzSFVSsQKHwIAg?V8+037?H@^8n)D
zPtu!E00FsFmIPpB+KmZ}3105%#G$E_bj1+!`IYcg$a4WPF}_FIA|X2kyc-ms0VyN#
zIca5g%T9?T(~>T%NV{{o6ujuWyxT6BZ~_~G*XJ<<r_&kKh^>-r1S`>=)<$IK`I-7@
z$27W$kEkNV1|xAsp#-o;dBRN+!}p!0RH;%5qj7|>FkEOR7>N`2LbMjAQ|*Bqo(~3&
z_Q3l$JD%wN<i+bAwT`p{cz=1rQf2Q@0aKW90*uK8fou>F(B7;;_GA+)$f#Ryy&b*3
zE!Z-(ZdTbobRtY8&Y0X_Bu;!1hA(dBE8tJg==E%*Hbf&GBic{6`rT&0*#+A*Ujetl
zNStcAnQ=Nd?<*0w0#~WO{cgqNhQA?B+qH5VjKujF(pi`H9fMeOEXa~#RbT3I5p=)!
zz!{<TdbK+kFM!p<^bDSadNsX?HS3|L0KVcTfXmB=8@^od$@bM&+`LgvC2NYT`}Ywr
z66e3ZVa2+3(5E(xPbQnz1|xAQ!y?@Dde4?~#jZTv1op4pBlfROxjPDQ8e0iveAr+l
z&Qr)Irs~2?+pVt6Mt<7n`xiA5I6Z%N#fd)vPD4hP0=YUCWYXO1{X5(~jl3MaY+}Zk
zO}Le~jGR6M_c&ocYCN^&!M)xixKYA_6umI|r;!goqmj8E4f&3?+ON#y=C}hX)&ZhN
z4Y!PmCmqvYD1P=fyik;|;rF4*F37kbRCRf*RRR(_z=LLDZUA-0{=imG_8aTbfyjIF
z_}riOP|Kz7_R`3ZSv6j$y?2u2rHK|BjKqn1DB9MFv(Jx-H??ZzHFC-K$iI8bj0c>L
zAdGnq^8n|v8rke^+p*oyu^O$-L6oi%ixlbg`H-((omv+eXTJx+{QPi9Iw);Xpb;>{
zU)BS8ep%)^cmWY2YXJ)SuA+uyfL(N{n2P%EciGEUXrl+ZWA#!#w~NNZgK_v8BY1v;
zlruj{h4_%{WuK0HwBJ?Cq+`1-fNxK+>w5Zl5EFPy4AR}Dz@yuW9P?twBXS}64_DFw
z2eO%M8HNE(bU5-S+_VUFTsv^#!BcQwsq(^=?=0ETneC_4)UIiB<FKd5;(bk1z%7*l
zZb0)&$Q8XGt{l~wKJCSFHylA~B3h~mxGe;J5UwWhMKqsTPnZ@Cc~k1b+xy!6TfQ?J
zJR5`f4ODR02gV`CBb-i;donD8=5ER`8*zUDG?@Kzkr-efJocXGY>Q_AxM288fbWdD
zF)b3!4C=64!nqUs3+S-@N~^+3U6UbW2fH%sgm-*gX&4I`V2j{*F1Ttz<X*Xb;uQ94
zHjuF>SKDx&8fKXiba5CWbD7~>R|8qaHjuivsW;8-!4b>_3yKf6s)qq1M5{{r<$;v=
zz?Ff)KPKVLcS8i2e9l4QFOQ54$2^YUi8IN7-FOf!^uQJpt$ee=%N7(x=K0GFB#0L~
zS)k>~&j<X)=I`HtTE7mcd5_I9&ga!u_3jQ$;3Q<>uwX&{O1$vw>N~$V2v4Z+ryM$6
z!%i0A;t#!4A!*Wo$S)ZeV47NuUQ;=BFeNOXI8GSAp|Ifg8Zd%CxEC~ub|N)ckTs)*
z4~$5<>LBmbn>786Qnx|LnB<~G5N61zY)s4Cu`4l^CvD<s2FY$UJm%pP6Gdjp2{t8E
zM}2O0a(+6hNU@=or1U|y<BpR(Yz2(RVd7&YPM_p)&orv@@r*$jEY$HXmo0exBH1c+
zT#6QnWI>DAkULR;n8nFvx0wyX<d@HROrz-64pJ^Q7}=kjU=sL?L4PJgEF^nrQE@?@
zCbgTA_IdoATVTN3a){Yr0JHt3gDWl`H6RM9za)4i)A6n-xAee4*#+5y>pLl!^=Mp7
z4_L*-2M*~QP%D6uF#gCcaN%Z%k$wO=n1vOwF!Btp7AaX*qxQ6&WAJORcw!u=36=a2
zUE%Zz9-075jp6@UAtQL?2T+g!v;`Jom9W8XR|>qQQUc+pBFXZwOneyddI=^egW0t~
ztYcD*eDIeFg}f9OH*7=4&}e_rUhvW|p{$O2qeGrxiVvuB9Kb0)MCmUwkX=ZER+K`O
z>P372PyVY{pv8>~_C$dzjU|-4fvuJrXgppJ1CJMU?$Q;Se*+nVg`F{L;2Z-9Mpv{y
ziVda6r4JRAmJtV&@>Cp!H4Q4!Ke75a_yVD6fDJtj-{gm{<02lvUqT}jt8J|NsiUVw
z;We}^SMvDC$sQU_;Q6cA6T|HFAN~XozkpL5P6%I{eD+aCcTMEjQxin4+1)?r^!kOL
zZ#nGqLmaG=;y*^T+4)9cW^H3<0v_aGQLqJIbHgSciW8S9v0)~&p3nTZa^>n^uolB!
zn->o*LlB(7NB6dj9JG@6ftVCGQC*{$@p)4R+6RoNmbh+`eCGjgXF)3cMLWP;1v}Nj
zmr+|Chj>x@HzR$}nh^62&opwqAS3642(`1bTF5Zr3g@p7td>|ZpP6&xPK|$<;$*DG
zfF`hZ;r0b+ZBM+LJL=J_yMn#Pg2?<Soagr(!K+CwZ&bsJM+ROrfO5eo<T!wFPe>2k
zL1M3YD0*;Ov7HW)xgvJX{%y;=H>z5!>1dl&J5kAE0aiViDI`Y;l{|#5|Ja1|9kr`y
zFsqbV&>$ClqI-<YP-Z%4GI8<?B9=d-L460LflAo*7C00Fm+?|s1hdsESVM-qOp!Ok
zT9t8fnAb#}LlP2gh!3=2Uj?WDDtcf&o?yd4w3ntsic6S)K~qaqlC^Q*ur_@Si`T8K
z$*EX$<;uiSonhZbUjt1QgwqBiaOx`n9qgZxBv^q{*=~cig9V8zl<GRrx0FVf{k?q6
zBcDEmVqm}I3Ogwg59DKVke10F0QMIKtU!la-ooBq7vHDbZ82aGC<SjoL;8IrBhm?&
zSYVG2=rAu?!huOd`U_y_8tA0n65JR5GRRNRVvtG!(oOgvH#-a{oPdL>!A{5oPOl#O
zXvc{KkxU69L-jM*YB4VVplM(bRoCb5>~%OR3DP3<JGCrjT(iHKIn8RFXSLX7$erxQ
zeN-;BB%`qwT?s`{E9W13?xQX%vK{2eneVPnYEYcbGu8?Y3`Ivv5PloH#9tUqsUpA$
zw`Wq2G)l)QpMqyVK5UoKY%mgSGelc7(I-rO{c-pME65zjo^^vZ!^_E=ZoOBv@{e6$
zo#0-J++YB){VtL-&g)H=?g6GX{N<r5kPSZ(ZkM_f#Lg2srYwxhZJydP@XcQxM0`x6
zg!4-+LVPltEHnEihX;HA;xLkU|H2eE8-nIx(D%|xQDOiKn;;55UxQ(h6E-^-sa6_n
zFvtVj=HHW!3l+0d0Rg17M4^uJrYHH_X>g9NZz>6V$AYvB8#ANK%WxRI>&Js{%pE$C
zSsZJiQlKNMmvG&OC+}hUJs_VIB=XOyiAf#cOttOwe$y_OZ=>P#!3uav=?~`tDPj6Y
z#h?Nf<o)^m`klA}0V&Nh?riV>@?bV)um%%#e^GQL#e+2rme6B3&o;tOL}V@{{7?zb
zl8k2bD)2Mp_{1$AY|N6K32t{<(EJuwrM&SVYEHzOV5YcIkULQ4Cu|N2btEL>1fb3f
zs1wekPAHxTfeT$-pqDV;j1n5YnK&n2F!|d-=USDeFs0?r4iGcPW-_qGUsAcz43d<U
z%mWp`2Q_c|pzjx?WTP9*mZ`><=>sj7s1w`?Jc|Pm3GT}&&a`-zxh04%(kK#65uBH7
z9M<DtyblG4h8pN%Z_aCfx%7CAG@a78OyMmMR6svMm@w1B?NSGytyb-u@F|ff46J+Y
z(Uoe-iYg*V*$D*5(`A$=EXYeQ&h52-J7f>N*?Dnzxu?>Zc%U8+^vC{`G-46>77K*e
zv{jN9G{grQI&!wr_c*m`f=LdD4*+K^#i1bBz@?!kJ`8XQ6DI_?ZPRRk>k~jI?AW<v
zfGbOU;BX){bT<}^8nYq5)hb*-5YdPsw1W*s3~`_z@-mFY8iwmzz(>yta<$Lh?Q42I
ztC2&q4xIe%;G1fibp;~))lhMO@bekN!a+RjX&5~|*v^m+4`J&GQBlknQfJQnZ`;>G
zb9jXtq*=%K9Df+jJdikMOk!cIpoLYGj<}SgTH-qLI|tDp9@ejP#!1{PFrj=5g|e_S
z5#ueD0Jg8%xbubCaT*z%@$>DkZcaiwf`Jc&vj=|c6Q(bMZ89s!x_R@z*?&ZbNTNzt
zm%n!7X({sE@TejZ33hrtLe5paSp$66YL!dVNWorD-mBT>d0B5XtA~#(I}^c|;6-n$
zJ`Yz$EXeKYr3x47GEgIDSDkf@=ruvs8;BaD6ow@@JwD@v1ocx4N+%Yw|AgnvxsHt3
z4r~oPfznXHi8-D#)02Q&{wN|o$`_<Eq=Q)Afcg}w1Bha_9C@y${A|TzTIEL^z~XE@
zNTBeVJt&uPFr`^RqSH?eO7|?%NR6zlt$*uFLAk7Bs7(s!M#WN>+ii%|$m|_U`@Qla
z=8fR`Y7aoty&Qb51}L#0&(*kDbpD-rkg$7o#W92LFVN@*97HWe1(x2t)NKNcL8;%j
zzJL0Ibb(R-0;VWmi3~l=98_2ko<|Kb`|=JJm-@-12F&wRuFzt?9Aci@V8lG7A7a-w
zAl>1nCA63O(HXCvo2iixhqtM}uH}4Y*|9|zS1*52%-+IcQ^NGCC^%S<QQzDee0Yvm
zBX5xvJF9*E1j;q5a{}u`z*rkqzJN7O$AS>;=G<~&5V1UT@@L;qzYjOuzho>ljkmnc
zCd_D9mTcLQNQ##w>}!ZE6>;kL|3OkC?!p<-`oAfuDZ@I%qy`iLaN#m`2n$kRfBL!W
z+xuwb?Z+dR)tZ#Tloea0F>QcwN~`5rT&^X3Hnd%K`^X)s2gVi$vZ4~HH&s0f5T;|&
zXjTx<XY;;$GYuN*y#MfflRBg*i^Y$_^9vsy#p#-uOKnsqjqLtsVROd;2q*zbWd{<2
z0n{JK)?%j*_6Di0AU4PdcD{D}?x3eRzf~uMJxchFjO8(8+UZ498`aEjvio?DH>{K{
z7DHt2(vk{4791T0B$hwWasL-jOb5xgXTfw)BJK(6ui^P4J5Mpsb}qO(#iGTX_-wWx
zN6wt!oKXVRrNQW}m0p9uwsTd6_bo7L7EJSQFu*}fkdr|iY|(R!38n#=eEiC%fyEGw
zx^4d5--{M~Lh8WTpqBl`U{?>1tb*1B#rYG60xQT%yVt%@=O4JMy}#1Ehu>)G#!9ID
zg8V;9kx4SdL4}x;0rZ3TBfz@~DjE$CRY%;BB==`)nI)@LgYNyxXwMBstn((jz>Je`
zueXU^z#(*1TXEW81g%Vw(Vr1M+!WTquUR~-k&KbEPdqfFv0COM0n{G>Hol?vRNutn
zNt$$h=)&)<&pX7Dj*boP-Qc>vD6E{P7kN_}SJLQKPN}kDW&X%UU9tkdw5<%+w>U@^
zV!^_=Zv|E~Klr`LbO9Pd`s+BYxgiv&i12^IUy0Nm;zKeBf6f6$G6*|NuR#$skYdM0
zer;CmgBt6v0Mi#i<3Vz2gONCKOF}nWamq{nD;%DL-C98q4x2W$!AP8Ff6;wboZN7Q
z9N*%$gS5%jz}a9BC*$WW#JP;)RDKk`UxFkce8fvBw*k5V=qiK{sRQ^?%t;6Rii0R4
zjiWpXS>ajY&jPsgT*ZlrvjYPEaXXsoicf-rH7C211P!R;RvDcj+$Jz_+1X=jSfgM=
z0PktXXTVDfP(KBYL)CR*s2lf+PAE}ApAcP+bea#qIh_X`q~gy$$EjB?!mt<1aoD-C
z{>>pIST!rBqj)Y|jv{V3>BqcTHE+h0*!2B(dPR-A_veX`11l$l(uzDl5JDEVjo&u9
z?dV5C%&l85KYOlpTL|>{X4CQ0i?c8p6F2V&%oX61&y|R;K*{Z{B3O=3nG+*#jC-WM
zv}yF^Fy#L5_!NlG2;!7HqUMA1J9@C}+ff$J0Z%EQKU434(lZ<TZXR44BH)$XiNo@{
z>hY+Q(2K!bokfHK*2{%~C}BZX-QE1p={E+$lNxI}cdXS19+LrCc^cKmBILYn{gNYf
zvCEEzu1~5!(s@pxl3n4ICq?)D@cCP_*+U;}!QF_vhcGa-(H~L-Nx*{4dh*$dwPS&V
zU90Q&Ygb_<<K-P}y*1F`FQWU<L<eS~vf~<0tT3ce&nH)sJ$2cPV{Lp36!X`L)GBV8
z8FFe1g-#D!`77=5&!?^E{>0Oz6gg}e1BVV8`QiE`Xo(f%^8M$(Sv<(4kv1nr%$-9q
z==vbTYTAS}ZR}ZaBpyPLJ64Z*V&dPcA+<dRQAX2-!z;r^Y5>xFS@LUdUtOgdMu!eN
zXimk)FM{;0Jagq4nkqrt_jr$@ky}_8$0Xaut9O+Y;+GI{F=t3)ae4L|>pK4pmtvN{
zU7B)DV2*)gFiQn3O!_+~Um2G+c$CX_R!@EK<zCn?`O;a64v>oYWOL%Nz<6i{&YV(Q
zsc{J|xFi-x#%7DboRG>!ejsT@;Fka<CJ?d02$};tsuzT(C9p68?na}2#e#I+QmFWi
z>)@f|DVw?iQ;lH9Twt)fw#;OBCySj;ti#?w3=t}BIBe3(0Q*=$3a$?v88a>#9?)9U
z(%bCOM#$%E+X)9t0IENN6BG9Ypb^;R3M|OF#Cdz`JXu;J4_BW1Z1R1U+10kAaKni=
zDwW&NV~7Vt4>EiF7N+7#>^K%=#MSO+U(w)FQ2O(p^;18riIQTsawof}2cy~mUEpc#
zS4o(l;PDrK4-!zh-H|RPasONis0{|kr#uiE_z2OLa6*1Z3@Wq+B?w23aqhVvbt<bz
zE8w_Rgd%8lv%zEcY`$L@Gw2<5ZU(j<#V*$2SqLQO!u`}ZP+F`Y{+SK7X1)$S_f{oF
zJ>7iY2sTBkBHeR1-8lT*{RV8VjrFh~1Dp+CdFve99eAYZ{I}yHhH21UtfoJWWY=Xg
zE6^TL(3<cE<H^f^#kGJsZ2lrVt&T+vD1a=5zJ1-!o{Y;QH1g(?e{`NYmv8eJ{@F0d
z{-Rw|Tt44$Sf4^JD<a}X&~y-Gj?={MWUzuPYJR%xUkR`;`K#fjIlJ0mIz--uBdm!5
z>=joQ9x)61Q3q%w(>+mTj$eFKBYU!M-2U~|uCm+HpvOiNrn7$`Fy><>)(bC!8!MAC
zlzA#PNWUcx%0&k{A(ITIu0>+%Au-%m17e<OefiQSjWJs(??5K}iU+bVQ`s4uj&EAS
zoDB;w`=cRNo`0$NihFy&aNt+on#rClRBcgo->`z{J;ulV-mQ*iELW{%ThAl7ajc}G
zwzydi*?K!oJF|Dnta}&|!a9E3gk1$!i1--e)Z>~2e+bvY;vEve*T{o-!&r`Ep6HnO
zAJ~-@ReaI7Ke$&0TM2xHJgSUB7|!1$TMvIQA}c@$e_$aN|FXHp;CH~!V3Hcgj(oOE
zg2b~RURaYAvX=b7DUQ|Yqgdd<7RWFrj9>-nn%ySzm&IK)l0D_cLIKF$g;Sd`0WDx-
z^z|DEj|KVcKjff$0>FRv-L+HqzQQ*dI5@7a{JdXJmxt^)oF;QZgc?YHpCB%90Q)99
z=!Q)NY+=`2u^=B!YORf$2hJ^?^$?B>MZ@i}Uwmu>bCC~i;19-)-Y|{mkL_=zt;81_
zIGsNlbh01-DSSw$5)66gMeL*`oyU;QNYLsD8E~ID9`A&N2d-nQ9kA6t+pm=>bFqO&
zvX*T;)4mHlgl04wIExj_gOQu+o#b{xZSa9WAP<~dLd#e;2Lz&J>OdF`3Sf(Z-&tW!
zu?e?YYvi>i_r`dRn1=5|)DPjqJUnPQml~o4J&M&}(-1_YI~bAreke%Xvtt|!7Qowz
z75hbcN)Mg~t8{IoBaCSqu5!}SPfpuk8bbVi86UUqIv$e(a&{*p*~aL^BA;U54`l1I
z*yZnk3oB{GyKlc<@90pR*SIhS+{mV=E)Z0VVZmKt=Y^MUVpv5e<Pn77o4<~85G&Gn
z5E6f-?qI+U$%NRRR4a;TM1h6<s)~U^uYvuq*v}1Te9&w{&KTtJD)%}U#?H0_)Pa|w
z@R#W3nWR&%Cl%t2L78C&A&M6h$${T~y)e3YAqaQ><nsEq%`m$>tEP{IwaQ;~D7@@q
zTrxsu9L2(L<(_wt8&A-!iA$o9QP`CJ2iswaI{mx}8F;1JWPwW}`Nt>7DONKIcL!xf
z&2Eqx08%e=DN#(~=QE~&NKv~c)-EY(4}rL9S1Pot+<?;Y#yti%93l~&+PH}AIO(^;
zQ>OBTM#zY3$fij+h(-FjD1@d1QdNUn-;m&J&f#7kZ(CL?#ET}<E4F*j)O)2$T*3b0
z#0;Pt4+aIEJ?si$7U-(A3zX@o+^9xxA}wM4K?(t$Jr{t5VW~oHP<pR!`C7lR6$zWs
zF$pW}&*z1ekE;NDW`(PN){#`PE1mu#12WRnGJ+4NIOm~;I88MO(mSGf7Vgeo5{W@>
zVPQ-Np#SrQ6`QWxa9ea+AAsP6dL;(+R=RO(MD;B<=B$Dqh0x*sT=CQ!R6(3S%IIT3
z4d&DI7sI3GE)c?y98`(70xzVC4^atIn)pk=Bn1OgR8zd-TVB&0GEr?RRtp=Uv!ig;
zbq*gK(aDD5Io6p6Xkax~DBd01?7i5Hv!LEc*J=GxuN^F`m&Pf`n)!<LrZY?);t`E0
z-w>y6t%HoLc(u#Pr_0D{Kd|25yn|*`??cTv*33DCkLaR%Y*lh(SV5HCV#7QxnrW+)
zV>@^Q)*lXYghghlj!1zNAEN)`utKCz1u=LT*xaEUsY_)I4TS|Xlx~OQlRRZQGshSQ
zFyho7)|ZEjS;rqZyv6Al)jam16#W+&d<;MORq#R)lJZxQql<kJE=L3%jsCEKF3Xvs
zkY1Y@uSNKXKJHA+D+Ya5yvk7|(X$2{0<R~*7!XxQD(Yr2ul*Hhbw_sN6xJz&`6ytz
z427p!A#^&GT|rXXmK!J=9c0EQe|+Vgr1VP}&_w<sylxPQIgUTthyE~}(Ey)?3I+=m
zJ#W=uXp8tGdT{GKe<MFkQ~|>$So(7m7PKGy;X}aILSa#4<v2JqutE{wG#F<=9nW!W
zUSw2ZTsmB04p9XpZ2Ih(w~9ZMEr;d=Rw>+>o%pLMoMR{cMDRib^4aBfVE|neSHU6R
z7tJ4MW3WznQKwg8=ZthOzoHbnLp<E_AK9TNv3~fFc(_s&)L@R%@(fmp8~|JO6j$a0
z)LVk}%9&PUFkSRSoy99fqtIbt#2^KmA50aj!s=C6dkJ|Vu?>fK<4kSoc=vvUmq@4m
zJjq}65wt{#!?dG#a1U3q2f_xvGbKSRk@J-&bSZ{v1ncP6P*E4{J9wBdTNl6|_{*N$
zeu31xTx=n!OEIVcXqAa0+ySJ1KX`g#P;Equu8F{MC{P?=X&&sx<y^5zPJ%A$doDh4
zf?30?&O2BqygS7#5O)0p0?pqHFDx3-OCjwQhC$XF*cU<QVSlJO9D=N^50}~G0T_lY
z>Vwf9jRIu_Avh3<+6&%=3Tj!BDm0d;h-v5jQC-2#>S1~+Z3E!sZ`AXX5_kyg@X^<v
z7+JoNe1=YK*Q9S&9G`=?DUXzXM%H5Ylz2DuprDV9UzLdx3tBgP;3KFH(!>-WFhtC=
z&=UJlT2$=sP4Di_V7eg-yMcv_lqAtD>BJA~RY1<Oy3FTXM%4A0D#u`DEMy8h(t7gs
zU9m5)X^WKuBjHznIZ=5?CWH}BvC|z&^I^~=izxI*49QH5gOd>GY8(6`7BcjS++Ume
z<IwS7aCd+|1BfDuAI<D?kZ1NT(O#Xy44j*Y06jPUQfN63g~u6vkW(quGQH&#5+CAG
zK!sf%kckhG$9Wh|Pb{RxOXPb@cdaz?%8=nNYDcL-i<7J2{KoX?0aO8a7fEag)RC7s
zt0mJHv`?wkvXZExGoM~bX6V5@bVI%iwj?Q%`P|r}Zig6+=^vwbl<4dArl|%MtECQ_
z_R6ja)gG&Zl7Tep=&kdY?(EC-#0S?^k}vO=@sRZzlGrbhOQT^RV92s?P_Qu8ayYRU
z(_c{76Nd~8#soJ+g}KqD31MQ0*B(W>Y{fG^A0Q_Ap9#Obu={#_>;hgm4WQT1AJH8i
zmdapDYc!IAh1$0WtVR{S%_%X|o9y<;-DMV5!$M7?e*5b``)DDie6b}Ry{G<g=U~1K
zR@6%lZJe3@AN?I>y|W6;e;VEwj%aa`EBB_1B)jo6i-VKzNUDLBhp{nRr<b^M4PODL
zosq=CIATQx;$u*VG!6#=3w5z1b<E`j3(rKuI~f2EAj%AsJ}3ShNf;t60-a*_t^CFD
z>Q-N`i)STM_qOE1vMFO*$H6Z#R|M7yECKxf(#jtq>nhgBx`nsa=rh&Fy20w6$GTAi
z;h@MxRHLf@eAa@Y&QFoql~k;#V~CT#I2zuvIaN!_Ip0%;iw?3A5r4_<#tnN}Q>~tS
z$$-~aA5HqQN3*GtQ2l#sFLEHn%j;7@)RW`HJ1Ci>m%?$1?3&~St5Vievq~OctT$f4
zHHJdRPzQe`cecoSilJQ3!t@fHrA9J$lz5BS3(W_pd%~}QUy<iUh7In;*Z2@}(P~`S
z(Yns!@~Ke8Ss8}FUms^$t~cP*>mz@{d%*o-3?j!>iWM@JjqKid`umh5=2c=9PNH`w
z0=IH_kK1f&h-I6!&;09)3D0Fa#KVD#3@*VxILKg3_gbMUYJu;d%>X9R@RyI_x&<u@
zh~bHM_k-xKpeCfRL3~i0)IpO(hUO~gNM7#~7`b!d=_1OW9YJrhzsO*>FC!(`6C@*C
zxZ}N=OwODI<a6yKb;I%6f3z*Qge`ehu!o(ohmlU4q{H1b2X7kqbod-th4Fn@k3NNZ
zH$qiW6Pw?J{2BsN>UOv@zibitDAAip4HkrZ)8U2K1`Re8csH_xMrT0ZfL~UL1T25_
zDZDiP#{xL#*nLnuv-KAnV!8{e#9ul*_P$!O`PTJ!ky@;z<Ds-aQdSzmL<Cn-e)&{L
zy>T#9Qa+NTP|NWXhe+a)Bn8650*)z@T%?D_7*`f4W?Z_4IIJ1#8VwuitSui&Qnbjy
z<clhrTiLyGKO+yF02?F~v>=>Q#yZ_8iHYD}MoW<g+I8#O9ThBaTulP08^s5$1#}02
zNHwwlWZd~7Em_P_J?vb2<Zl_ad?XBZPt4Haw17F0P0NIwhl`5ht%m~gX(z=&`GyqN
zV-;~8HbDF=IECY<!M37OP(nh@qRJ{`h_}BOTbIGU$K_3RT1;4Zdl*`51T6+W$9cgV
zx~zuMYO)(V*IglvV(K|Ss=C1=M@~4%lAoLJIy1i{$ZkI8ItJsgL-XC(JUDik<4`p&
zrBHkTx&4sb;Rs(c2JWh6c#_=-y*xQOX9b%?%|%$V?1&*fK!1a(@ul~KXUX|3oGkc>
zs}H%Z@K9Oi;KFwGc{uPTQF|bUA?$f7;DwsUJS_~U)}IcHF5dIs8aSk^CcDd52Asml
zAfiE)RkPeWgHTv;{3hPc!b3NT1v!5I;}hEkWkZ7hS1N2=v!*@rx@GRuMZW0-H+;cA
z1=~KD7<zB$4#exD3D7w{9u5|~bRY$%0!_yogK9|^q!?$_%y9h~B#duv>i|svz8C4k
zf{Z#_G<{}Wc)+xj`@OkquD8Vg4}hjvI$wWO&!IyHb`x7UsHj#tE@yDW%Wpw8Mg@o!
z12+M!ziby5n`kgz;LQ^oC+lPgc0*uoy$yCV5*(}<a4CVpd_a>~X&<?VICeFRyy{@r
zep$WcSg$m!d`aE}*y(jnN%2l*brom$Mj2j75b;q)SM`o4Bo7(l<xUvv@(?%R7y`)-
zAaKhS#}tv8K0^P<hfM??4F7~skHL@=C$n=RhI*I>h6@W^Ng4c2&F4GbixiyJ*-guG
zm?i<on#-u*SO`t9X>9l5wa2pq2G;W@P<=#nj)U93tVKnrT<Q2D+GRD7Y+hlN63pWP
z3L#O0a1>kOC`RDK88)~t^h3D~#3c_ID@q4K1pvYQHov)ds^Eveebw)tgS7j1+?x#!
zwn40T4nkWXhsrv+%hj8#yL+;yVsVG8$maZoTT$G~ypOIlR(l)vw4A9n*cxfzRS#Y#
zc$eS`rLg;r>VaL@rIM!Vy;%T>Vg?tG4XWlEqv6X)c1h#(u?v3>9S$Jd0z!%zN2On#
zIL4m%&#}7QM2B_e$}Q5By&?>qR8A>AeZcbOVW)RRC-tjg&=&aqed!^4Cl`e0R{ZhD
zur84@KfglFx90GWFi%QX7FA9jZ-YyfgUc{nC`@-_q*aj0h{n!hq5Rf-xrMAR&%vL8
zA5H}M8~O3c%XRC&yrqmrj$U2!eyxiGkso7Ftoi^5OjEEBb?^zN!-4?L44fxw4UwZD
zK428aqVSx>;V;FHke%?_snC7asxZUFREK6+)pj_5rTDwV=Bgn&)ne@PM{2l=%IEo%
zRVdu_gl{!lX%tU`fOfUTl>zf&iwm?nfp$F$3V*4tDPG8~KzhMMb#eb+7P1TrgR5Xr
zipXG~omKq{tK!j~+el{=#H~;sC|0c|b~(z)l$oli%wR4^@bb*FZ|i6J#}vmQVihr<
z!5`IEPlec_1nDSHE2eN88JViC$cG#7jGkhlj&eDt%4-xev;p015CjXkVv?i9GW+jI
zVLML(K!)ecP{vRN&xToHc+SqiQgwacFS7^L#1#j_QUW+cu+0T;81Ap6lR%A}G<g0V
z`%cAoPO?=4YwAxRZ%Z+8glg%ss#<V_5+V2B+%&#pFF16^z__46=T<$qx=&YqYyZ8>
zsz?{R?}@f7y$|dJaCI+1<zqN-CA(g^TEO^xPtOc+e>lN)z@H?~0{q}xg1>dfKS3+_
z7cNfRjM^+VMw@Y~k&3LGigHofDQn3-;}1Mxi@d?k9p-FoSlxF}G>WUbdA2waTcp@x
zQKiiSb&<*_&~t{+pNCh^27Tu$+Pe`7A=c3`mc?IE)R9tXov(96(xJHy@$iRYf!uBJ
zWGJ^##rgnw0F5A+8n6*J>jLF;lPet0aDdUMtRjEn0JAiMvTKf=D62XFCSH-nsaGFw
z3{TinXa#tqsFiDy_>iGNxP)VdTF709A$s9-2Mz-kgs<8V)gnG1(IXcorSXKdEH@SQ
z03z<g05sx5wv7+2@Cc&tz(3F(Jrn*wifntM@63r1>i5gK^PQSU@tbTcZY>JoyD$<M
zC@qiOx4}#Nvk|@)!iT(YQKQah*>lQ=$w)3;(PLf@q_0W9OZ*2BKMRWtX9+)8L7siT
z_Q=FB^&rPc*0rIHYmbJYDvY0m@KwA3k^_vy`61%$%xPAkT}3{dQY7jwJjc-ERE;t1
z|Cs_fD>5-K1&rBXBu;dQ(rAto!$^5x7thcEchmNat3SSdWz3sv;LHU^;$&xOEP^zg
zRzi`%g6w_!t5x6ct}1ea4wSs5_^bnc2x$n*4PN4J4(Q<8rqewUrBeS4y1)vuNiXpA
z<CEdy$}``j->zAqCXoFwLz^3nM9UUp5O=sik;KHkAh3~QVeD`r4v|N{mQ=Jqj<jPi
zBG8UIdH(zZ_dmm(B^eG?fe(q=qsYCGSeIcUGfB=uj8!-|hDNdYC?YS5rVad0%~{_B
zP-o7=Y5pP<*|kgw0Ws8&=imb+5|mz0O-;Eni#ZyEt%fZ_k<8<TyulPgt+DBv$Qr)n
z!bzP-St$9b;*P`Fev@xHWpX4wcP_)7rn;PcYGZ1HkvP4`5JR-s6&fsz5atRRaaWiz
zf6_&`KPbY_qLEH4WDq;q_a!Y@J>t59UWGpgX+mlD@`d%3LmV9|ESzy*35hG~;z&0H
z2-opv9OBVa1tKpQRW5$4WcR;LJH#<p43dk5OcyS%A5!C(OJR|oH*QgWFY}VAahB#b
z_t^&=Ih{bjMJ}F~_nJfaUsXd~NWh5Tu8f}?_UGuO=S^hKv_F+Dx5pv?oBqPbT{R>J
zK(r`cvsNJTGJ|~4lpFXazmzm$`29TaNE)wMD=dOzL=Yt`rw||_m5`J{6gjXoAUi<<
zocF>GAza@c2`UH+($HP>;{vrIY_?ygv6oIX8^i8Sv3bpc3n2Rx%t{P|!650}>dEFX
zuahD2rikqAFLa(*rU6`z`1{A{U;ef|9z?!5V`pwK66d?v1yFU6q&S7CI<<x7x16s-
ziXawI2}w=qJw8s#%$7$FBBqmug|WG$On9Nyq}!I3;ULO<<q809VTz2(l00M;t%dMr
z*4}vNulM%09|QO6KUnq6pw`KXwTeYy`j4O;SV2lQ7<i=ruW;jQ+REXt?K}z(%o`j!
z2bgs%$ajCXS$%OE#I^UWxGb^mj-m4IhyFW~V65L~!vP)(!aX|>=`B7a*K>i9-BPjj
z;iggQGws)NJ8!}Ty%`Y$myf(U85nLerMTMxUi;$tZtuW6W@8fg8x=-0cBO)2Ohm*q
zFas*|PHXkb=_E8)ncOjRwHU<sWWrrm^oa)0xkl?^rMk67bSpOt@~OYNrtO}lom{dK
z0ra#EfPjL;lYLegu7v6uIho>%pZW#72-=p5h8k3UjtS!9={jv)!pBt=M+3;w%7_v!
z`9U>SC<~3RtWBZ!#*&?aFj$Z>fwKCfwqW)3T3M*xFP}9*o0oO12K?$T<#eV}FC^B6
z^oee3GBrNYAt+TCx3mS+flg&153n%y<KS5lzB6E)T3J<^e0&^g3SU^$F^Vy0X^lp7
zSQy&|F#fp?<4I*1wdkqg3wyZU0lsy-I!;RMNs4T6qY)&(oKg6Gfzlm-0aY2_1J5AN
zhVX49NQG++{JKU}jdF8B$7knRLG~SLobgz72*pq6mgM}gS96V4V^~-aI(K~V8$Wm8
zj79I#tId=O8hwa^L`&iY&5|j!Is*yBAV?$lmOE?0J$Tvd4znB$S|8!fmr3Ok#1lsS
z2J8JS=y%W%*kI(8K`|H8uoZR|3nLx?E(pDv+WxEV(|Q2UTC-tgKj#1=ajL5$;q2B3
zzdFJNx0ObY{Nt`s^?)028a5l=EXe^z;>1bD=Sw)7S$ukpEgLz{^><y3d^+Lw@q`cK
zB%P*qxfX;sG3u8&<qUgqltvq|uCU8#{DvAo>4SIcmpxy5^W2p^)SOb&G~6^zB|P;`
z-yJgxpOvc5ajL0ogOOcPcQ@cM7wi@m#{7Y)A9e8E>Fr9wWju;+Il(Y0=cpKAV^W7}
zv>yji%Yw8Mc<fpjDjd875I6~izf?DtUmd+Acu59*Z_!dVrFT&nDn?ZugAl;=$}bRb
z3_aZ`;DHOO&Sy7-%ySus=Y9?QPgzUSEaNi;{FkU+0Sl9UEDWIs`%j)=86kZNgvTX+
zD-LJ@%QKt{A-ck~61>m+xV0g<#PS0HNKBE<LE6AS+)c$Z|NP+~=lVYN#)Ly~nl_&|
zq<X{+DtNhFprd$&E{HFZt>WZ?zGemCSRmY(Tb$cN7@E>AuJ`NskmrZO8eL(<!cAw0
zlMqDFRaOvtL#wSIl3Yp4S}TYgX#q>ua}YH~qOXMSrXZ#72UaY6<$z^DV%cB?;XPVw
z0@=(#vT%&BkQOuPyz}Jl88d2X!gN++#AN`^Ue2{DvAO*!@b2Q9D?wu<#6)^q?AEnd
zya>-|47vV{qg5q!63goP*PdDt^{<0|$H`TOowV9W{e`<~zSK~o$2f>0SDc;_kv2q_
z@rt_~<gkO(ym7Qq<1M8$aSEgOBHdVHD+jt=oDQnOFyj?1@`5UNT~*iUKh^=@>jtFt
z=LueJI_#FdnC&udg5niz;I8VCbfdmed-jy4DqWRM;}ERl+y(JAY+?l>2cYAE<Lk0E
zLFh(-FiS(676=tQRR!O2gpoG<wF--nYV$cDb8n*84Q>)9fGZAOrULJ`**&Q0OO8k?
zN?557(@*A-k(yuKj}8wcp$IpFx<uws+&OOtty~YDvJ|Tc{+t7h#EJKPX#-@rd4=K<
zSWP1xVqF`4s6Pa78jG!3p=>Y`r@96l9{3RH#N?$!#0HX~u3C%UKZEZL87nFNoCA!+
z$)a-Ejm2=&%Da8}u{Sq=Q%fVgn_Le6+%ZhiSrhw(1+l?MoNpkEVey_o;{^*+qe_wI
z=v{D9z0+sa&!>i(oK%=(UdMv$+qUJ!B3A(Bbj;dczwZrd!{|yhb{C6W?941|mN}5Z
zX*k-M?Ga_EpYFFiumoI>+iUKdHnmI()fL5_VF#AYiMa!d{N2oAVOPQ%!z-k~I@mFw
zJsj|1vpjkQ?r<J2F>%nLB%bYpnSaNzS-xX39mPvs!0%Dt1oO|>GbmS>4MuYCqzPvh
zG|!c)RPaIpPlFACGTC!^#Td4`m{mI$RI+KjF-+S*0fMWxH^S&8O~%YWRK^{xxR?u!
z#CaZZw&XY!4I-x#5ebh&SjaXQiL)2%OZ{Pxpq3@0LkYT!!!4eLmLJHY_Q=A)s7a!{
z5CESFAq?@x%`fEu;0vGWpb{!#WHOzC6-z@>k$A|C#DW=|{Mt|qqQye)dE^JweHiPq
zJD%{=H>Br;`_p(=fW6)dE)bOvt>~wf`akcD(1`ee%6JmS@-X;Ix~C+$G9U@1PuxCL
z8l20)RB_-kRqaVwO3k9+5v3^*MhioUM?3s{M<hd%t~P1WD#UU>BtC={rYu?^gT{n}
z6K9-%K?@8ASt`g|>Y$%+5QRnRZSi4WcsUl>Sc(s^@LHotz-AG~i&#|^h+GfFhgiu}
zr{$hmd{EmOB1n+5NO7zN?iZ2XK(#9EE%AZU$h1aPfQR$0R97-cL@L`@1MhOFDO<w)
z3$!txObVW_8W%+DV`-S6otO?Y;k3a>oJbArjPT(mcphL2$r&F1(z(jjg}<84sBen!
zcq1~1W*fZ3-yY$O<PVBwx#)`zcu~+wv-nBc;1Z{z!A$dC{U^UU<vVzo^u5~$wZuqx
zszYqMRl7DAi8C4Kg!IUmfHQ%OiP^;x#2a~xA*NG^c5E=RowL|ZM1S|>q4>JGInAKd
z@!|uXi3ddje2zwyfQ7nEAYcG*c0FqVn<-(xIRg?4KsVN_fD3VU2c8>>3;b7neq471
zuPrs@K?~+8HjY`+X^<}n@#KIEJKha`)-h(tUtIAQ`mQwa{c3w>O)d->$%p(KU%KRa
zeC5z4!!phJ2WP6BPkgMaMvHJUjKQv8LF%@;L_e-m37nM|>b+lV6BzS<!JmUTD2^@3
z(rb^rS9J$CmX=zXEMkaBVyB4J1GYoF#Cukd-CI7Jd+Tp-$MCK1!x}x$L6lA@yDMVo
zDpE=#cb1HPXYDQ)dyearejj7c%R~AFFUHf2*3<gAJbEHT7-8I1H1-7x<BG{G)0X0j
zl?oo$Q&1yoI{%(@tQ}-~wC$t#%jp2Z)3-kq;-MKHb9mQ5&X4-2^qfD-Fkee)&@vSB
za`_9xV;bPU3`dVJ7Nqd%=N~@$eGf=|yYb@&)hlH%r}Q^SH)bvOSAd`;aAY`>bdu!6
zSMwkXXbL7!#?TQ~kQdIz{*lnJCS<7UL=L@sew+p}!dR1pD|<1PB@YD!Dq%bqE67Wy
z{%!o*hv4mf>DY;DJt9=r<z-l@II9Fn4=BdkXCXCM$fz@N=anZfRBu%gJD2^ieZsK&
zQN}wm??IdXl3*ra5`|Qk2O>N$^<EOt&kAFw0z<=}Dyst0IveT)4WB%<;r0_G>nvd%
zKDqZ7hfEL|7HuU>XBYK>vRFungV&<1kzh*trBNwvNdmrZR(!$v(n80APjJB#THaWL
z1J(xBepR}*_z@UvMr&I8$bEfqd5&+ze|6BWt(+3;zcH6iIOtF-7QPg~wNmbx_#?yv
zJ-qX~)vGM1cm{@{&;mApktFUPGcOq8D2I@Te(qCjGJg`21*kuUf*b`I!{LGxB)0^i
z!nvuWN}R+Q^xVLsX{;Fd7Gw?#Mqbfpx^<xH%4JRD5k^9Bx&^jl<#6x=#wS6tomBWg
zimAcKhIB`VKJ#G?9~-`6Mb_6En{Z2@Iqr95i)$E5Ovkg+@hkEL;LIX>Se@2;*x|ti
z=#fq_L2+fUJfH<9q!!M=sC&pb4zX4`dl3v357$1zRw9+J#n-E}vw>!ReTt7LM0WB>
zywXf>AjbpK5KSd0g4RuLLHQv>`AUO#B0v8J_C+HAI*75{*#LeN9smnRv!kpal7C#Z
z4l>IZo8^HNrE+Xm-0}#~ET4%G{`vL3ONHu${}ZBFxkoS$8*BCujGZ{3SC)o&SH^fQ
z;|6>3Ny;M~&byThyp&%|dkew{xi-_Cllc>hz}GC~F&6Um0prPxKiT@tS_+_yuyHU8
zuZ+&;_a}J9Xa<keVB#&vb%V)V<3ctkoP*L!h~@&Tz6Yxp#RJwjxJ(i>uC_|Dclel*
z;9fNL2@B~kl^@v1-vFwA0*r$Luy}~wbUV{@NQal05WH|oZ;$wpZ6Sd)5jk(>Ut-_S
ztCGVI4j@uXz(X?#W9FF+M&iWH9Ju1sG9ZG64Uz1>xecM=P46hWt!>y~unndd0>Bb~
z1ioW{yU%d_W)v_23*x#`<MXZ&@G|$kmkVXLq**LVhpojd%&)4k78^Gg@L^wgLJ6~Z
z0LyYiBfEDNS!T?sXgNH5Dw}qnl4ZHTNSsP6&E_u;rh#D)p`9Uc+F&G$@TkBafm!MB
zqEa}!5y%SSKl|nNXX=25=g#%O7o)~(fW^8N0K@P$!Tw+&H?m~t`HKzje^gJS&qBWe
z#M&L$(Vp8sf9I-sE#X8qyM}dfo#69&V)@fi)VgfOU~5<yG7X0d-22)b&7T*bJ^c-o
zrO1J98vlQ^y?0<$MbkfykU$EAPz9tH5v7APC09B~l_E$ngd`j;ge06Kv?warP*m&{
zM9@b-ML-c06cMo?SO9(SVgoD$6-894@cYcp+1YdNUheySpZEFw!E)fv&hF06&d$!x
z%t9^?E1abw9int$Yy9DF_FNN?dh4lP3fwaJ8cElTGQMF;_g!$$oqg##`5shqhm-75
z<{AH3^(ol-;QoSg*UrYJx2I`G=?h0|su;-kX@trxyb{u}!2nT^k<$||R?!O@prs*z
znB`|=ZyI{VB$XHI8R|}ZbSG3R-9cbcLHe|!JV+sg7r_Laqx_!<%MxmY3UAWhNORu(
z^zirPw+)nBS!Ud#ef0l$e%Dv;Ya;0=3<!@E287_+(8yWiM$4^}>8_R|l5No~gU+Ha
z#+bp|CG6Z|2E2c~e)>2}&Hofv<Yi_^590Z&LX{aLl4ByNjcb>6=PvkS<+x!I8yg7%
z{&b7R-1un<Vg-pS!dO_Qb!Y00Ef%-#6L7ag2LUxcOFvX;*-sq;?$$^U9xBCn-q*0f
z&3EDU_QUgnd|Uq4p<hmHMvS@#K*1F>zcspfZ?qzuC76i>E|W|QnHi5XvwG64AGDhV
z_x|0H&FC|*_*uH-+8M?pvTM({v2~Zpk6a#bzhn@j#0oRE&wny*`vn*>*{p%ZFo5Wm
zf5oQ_*)R#~;XovaY;Zqx&dGVZ4H_aT7oGfky?{*D$xzCogWNFn{)(UfR)+|u4n}Je
zLAaz|^sx63oWjFHmRTBO>OcNu>*lu>bdp*X%cEA+p2#OfX-epCH#h;=kyUObLu#o%
zy!3?1Ex(5&#gRxN$%WCV6Fm>DnK2~bdWTVS70z_TrQY^K`@X)u#e{(SCu51S)>2!q
zSh(NmP8~e~AeXKULghwcU*cF>(>LMSFZNcQlU}(+z<nFAVMG%)n7e!0&y6d=>B%|;
zGc!G866(9}L}HPKMm*a6i^RG`64V=|FIB%^v-;@DOW;j%-Vui4YCID7_F@`gGXRxL
zB(bGTcX1^{=zC5aM3~M_<Qyyhdwu%jLjx{FvWM}WoQ@LKb$RH_!I^}yEny_GQhc|U
zD#3J9=+WTrIdhr~ETkG;QNyi3RIW(5mXMwUyinu`W>Zx-VNt8UufO55K>;_7`(yM}
zZO(M|zOrD}JL}aO9(1@Ud4@&>;}&&ad8bj~=odtst_#i`t$N8NwDYL5NKKsDHF!^|
zN`>f@PJ`w(U#q=X8BM+g9^QzXFm}UGJg=|fT-c#khu+U1XU;k9uNjieE1yw22DA;?
zG%8p)MMpp`Zw(faM!t~$k!Y%favFq^yX6)Hhv$t9=C*5#(VPCs5oyAT`H%1Y_vM(1
zQw<`OhDn8m`8aD+{2dP7*aU+6;(#=<hx#v$iZeTn9DlxPoY5uWVHF{I2jGJn$gr3?
zFmHA+Cnv*SH*yqM1{Kzf_<GLpx-=P7H;lR_d`gU%#UGAdJfZbuXho3|AiS18cFIFf
z9Jp96wU+>rw`pPEM_1o})0Pi20xsn|594tWp3iMMeP`SW(ydgWSjj3y-M+&I4v;WE
zpGqcEtDDew;bsCD1pC>h+p^Z*wn!yxQJ2f)*u`dPe@qjbvGG{sn#6jgnr<IX9Z}#)
zPx21h#tEBUOb~RtdF<!Q-q?O?z%2)~7+NIBv0Hxf;+SKPFU8jJ0MpQ1o-uFjNpmi*
z(?8f};}~_0K21!IKhW!n^6_>MUggk7zmnlZ+l6S!6Zn_FGVsq^p%+JVQ0o5>8XDQK
z+-tZuKEqY@m$x3c1;HmAUR{wy1GN;SOVdyl%HfVsIK;%It9K)KqcFU8>Zy(6S`9p!
z=4h)T$fK&)CCQRP!E`y<$iR=dbeJ&w3qj(#*<SiJ3?}vy6BuTO%2up0+y^IuO>ok~
z<$n<}O(2;t1?2#%=?|-Sh&j+cqQGipU#F~<DrP&3%X<<HsSvA^_cF@wWXmD{EM=XB
zwWI(RI6Ua4lFSih^gQ?<zSRj1oS~-^Mm{;ZQo!xVq&F7s6Z0rQ1Mw6c?wj=d-LIz-
zYn`QLC{i?(=#gG2$|m$nJ9)?h-!A3M3tKx9CE?5AG6Fy@-Mog%x*5TO?C|rkD8<@s
z%k9cY&9aeb1RWMY=PbpNZxPmbq5-|TMBxw|6T!Z$h%we5#qRx#)o`D7dKT|z_hAMx
zGb$!b{oy{wAU%mxR5+rH=@0h_25C+pREUeae7H|Bh@q@7r2eoe%d!pGfAojDn6Wgb
zhN$q4Ake(@#z}OlOiQnT*00(P5kp4sRCp;;VaelMsd#`0TtM(8&*Eo#s2RR4Fvn$+
zt9-0_(#}j;Bp32!B4_$8%FPdEPRUVm^8WL+Y+;&ix^4Fj>acgEXU1m1OPi08ut-*K
z72*{^l^Q%q=Vetmi_5Or`_UK#QuW<^_^(cN;C11R(Op2i!{Gob5k7?j#Hc6jQ9=}s
zJ}A)92d3KN)rXYHC=GuVen61i6P}NwHR3~U!3b&<2ikz(<9+a7)k(OiD7g{dNV{rV
z(_tH%7@R>GCKXPjUWrc+-Htm9HuR}9hBTAGr>VCXCDQ%tpa<Vf@|N)jUW7i={mbV@
z{;8~&ier=<NKr8skTq^FpH9v3!RFK=72cb9wFA!cUFN^kYc<}e(IbrkLn9Rl?>?YL
z>XV@SWFRuk@C{Nq;CvQsf%yz0@a~MzWIhMuNj!?Q4+D|oftDBUeDFvZ2=B!3v0#@|
zJla$}vLVfwPNP8cAKpttL)LYI-svS^S!bPz?Cv^~1w=^j4H^t3=D0-&0-=2C@jgdh
zy)SuL4!(tP`aFaHW)TP$A$ZY1A=Mu?Aw(zCx{3CWG(*t87^en{R=NvvId0R6L3|m%
zZCY_dh!xO_U1;?r$uIBPz9Y#mDm<@zm^pMXFRg9GUJsH?NKDUc2R|9tp%f4?YDp_p
z%U#7xxrADw!bFy{R6VQ=+Nu?LJ`|7MP%A2bcZ@pH#xCDT47?WDBDss*m#H7Nfhj_|
ztA6Z`ij#>5^;&;K!Kr@|80qI8A5OIsD_Y31(dh%jaT1`%C0JS-MsO0n+|^89gHwks
zIu~qM)~}!lyO0(VrVoDQO#;vxrhHI!!uLOuhNQ@_59pB%jI6F?jpsQrT7-@Uly;<F
zDw|Id!pYohdI^BMl+4t~8rO=7bnho2k$;*jcxlGK`y-yk;G<I}7Q1VB>P^=z7{RGR
zTD*l};G?jUh0}r&oJ2==t#6tLu@_wmgLvWOI>~SU1=+0W9!DE#5*{#uZIrZAaINWz
z*vNG?X@;t~>mr+xEL!X%lx&)5P0b`k)#t5B(g;;@>5>L}S1%|)s&Gml$olNk68H?v
zU(~Gd`b>V<Nb%4lYNVVf)v@YG8$+m#1Qg&KGjQIXU{>eTz%LNt$0N5G5qMg|b%*lQ
zHwML7r_-X)3m`b4c4*brKGf{(n5!^$)e5BKZW4Ai-Sp3o7*ND9!0M%RL5uJhy=1Oh
zX?jTnbzhI1fQ}!%J@&^>5OQ~9z{rWEu7}eGm`RxyPmudWWqL+TKX8|xgWRZeW|#~t
zs&F1Iy=B+SnQa5kI|-jYms@87onBP!?=Z#gMy8>e3K`?>kG@Ih_Rp^*F%)>UBs7-H
z*W-?xN3UN5uL4C?;XK#t{d(7ah-cD<Zk|~6;-3Zwnt9c(B|~OquI8GAanwg6H?+8L
zv>Ux{bOY5+QE$>A6g89VpLG32;r*&``i~s3Cq4tNCF{#<9{JYH@p1wW(!th!ND<S=
zX`;k&@W8ofoF>ALSq^zwEKXw~gKV;_eEe$W@L$xdcY0_noGHON`hz&_C|EqGlHivw
zBA*$ER4?OWjEb_7C`<$rTqWO7wJGO?sc4BTadnFUL&#HsH<&{DR#|m$CS|Jw{;3L2
zd-xvjk2Nkm`}S(bK)=E`wfP#fViVH0FTffH3?&PR9?I$3Z)emhqqiCUu4t)xVV<~)
z58huD-J-&2*lh3Rskh+G_|$DJpS*g=8nqq>UO7Fv{Z)5-PEUiU?=5+8BZ8dYO#Ar0
zTDfCr0VwdXfON-k@5x((T{gb0@%($g-w0pC-`;DQ*z$B20ar_E3S&3dxX(67OJ39#
ztMj|=lLjq6I+hq;Vb3Luc??dbVZPE_vuQ~7n{N&YINi6tnDObb)rw!$A%c!r?s9_n
zpJ#Had>w4CzE{9mR=>{Hgxg0!%YR1U^c_riGlaX^;6Gn}GT}4$-#^D7<hI2be{@Dv
zFY>Yy4N4t(_5lR3)t=t~7A0lfWM35CoDn|Ux#a!)+nZlWBWr~jEa`_LlsGio$)4Fe
zCxbH28$V@ESeAm<zI6!E4L}GGV<=#q1WvDP$x>O#c2G~ZK$?US$jCinM8BS>V{Ur*
z@kKmo!+`<Ek%8t^{ixR1bmaPjw?#VL$Wi@J5@p^Sh67y@$s97wsY0^)IlXt>-{oHq
zs;k_esT-6-Ba}3Jz%Y~Z)L8tUI<{y<gN?tWIsELXN{mUhN|sYw71L1-7J59HRj8aq
z{TcUoMIP42C{y({s#<}nc0)QwU9lp%;ZouGUxB9j1prKh>S=T8scLf|Ze8K)#%-3=
z1VZ-<s>(-I#NxIX{KfUB23|;WNL7P$BNr++q{t=pFO1Y|rN%o(>^O0hlKs3#OhMcf
zD%Y!D4|*~XRhCdIR5%h!$s4MvLiY%vvc39IHmR^0;xNHc1c#-O`+zT$&<jrq(0j(H
zV{WN9<`tsHmxbs~>ch*_N?eb@y@rGhgf|sL?Cb0o7zn|aY@{{-KbYVRU$QUMclv~+
zUMiqeYpycX#1jjJcSyn<Sb~){Yk4Wn-7*xAoyLTub9gxyo!oR_MV~HM%O4VqKkpfv
z7~ufc^Oa|=$#-z=?ZqFPq)P0$n22ZQ()Jb{Y}(2+doeYuZmRsviVvFpDAw}9bWQ&x
z4r{a%D6#YvEto+l!iI9$wtL@uW)2cM?0WtFNgLL8!%#e#V{lq9g7ZpZC$$g6t1xYj
z)#lt{NT8`d1gDW>tX|<1t3Ou!zsAz!&Z0~(B){DKAd_TzkPqFvAbAMr-Wdrbik<!_
zcE9Dxivgo?`s{T6ndx0~{O1*yj0iZZ>RmIk#nZ?UVKYScxm|Bbt`G<~4d4Hw-L09|
zMq!A_(;6Ip{Pq5L^L0~p*C|t32U60V?C@?Q>Sla!VtXumDx5Xf&EHe8S5Clrqu0vL
zcfEOw+CUY2Dy<}#0{DGXGGv-$h@3kM=C9Vzr{DPKOXFn=`3SQ~36AnOOGquW8KlAq
zCH*z{qsd5gQ}dJ4qyO05Lu!0RHSho~If#%YaTl0d70#ItYt)<AY6@;S`d%<<_X{&f
zUa6i@Y!%K;5bkhJp=WdB+*-t$REVFRlf3%NeKW4DjfPIuirgK7x#ZMYNSAbP<4Rs%
zV74O?QQ@%^<ck*6`WCz~F%1<G=jbdey`#aP9rbAG*_R;&Famq-Ow`&UYJrcPC9?_D
zFPIQ#UHrHAbtvf;kdI=p^3V8%U5S#?r%p+q5QGmiy)s8N&Qpz8Oscs@0EmTZ;I)i!
ze(TY>`J{FI)m$t1s^}J;ZqlJuc$$`6X30GvMr~<r3DvHsoWu*#3-d7EESx*yT{y^>
zQiXRPjM?X`H4VYszftevV!;Uh=Lvr~?*<3ldm-ju6;7+M<@eOc#B-7>UmSaV-ZcYc
zL?wNw?MqRBrDDKK8>^{}3t{cWqpoyKrvk4s^3w}F13XxZFY@FL$GP^OQlnQ~8!v4J
zX<o5+d(#c}RBy_}s41;)qt?rltr>=6M8uIPCHM&bQx#t3$13{W=_;nlom8=ks+a>~
zybHHLTs`1<0mwIX`*j**cKG!?>=ODzv)3=Cx;N!g-BtS*6;6vDwSPX);Z&M@NWZCh
z_mtwZlJ|*1s<|q+9c}5ZY#ng+FFkU7zk#^UbWieZ4+SyY?@-7KRSv&WR|+xG400BK
zxl}kKzua|pLZy}ljWkQ$cK;#xcwaYXOq>4R(3^0Jdhv$^H`Ys`I8hI$8HxoXIBD|S
z;|gcVr!<sv)Q1mm`s&NI|3*N|4KGjG*7vIEhVs_}9uIgBuY-*V_&hbFg<(`9Ay`1}
zJGl-fnAVLdoE@wGuKmxRIss?K{KGHZ@)E6&ieU0E#C%#stjcExzBn?eMRk&(YVp#`
zkKW<J*AG^X5tG<?{FyJ?k4aIQfr6)=yBEM*0P2~37slWG$*Vye+Mikeex>(TK7}rn
zAsGMIEEpP_63KL1;;!TwF}pq=p8rG+&$d<8v{=qb2^SD???HjwZz?-mi(qbjj>@br
z+1k8Y7Yccefliu#jhbgAB1rarRX9_f6=h#IjeNQKqu8YrHY7p}7{R%gaP|eQKqk^%
zRUv15`Or9H!3fTcz)6=%Q?sW|fL|rHu6SR>F)PA9>TG2{;yitTNb28twNXT@BW_EO
z5+IF<tW?;+W!j(47<O21@!xNFaZd&dgZQlA_714EA8)r*&qSOhs!;@Ts5+&&rt_AS
zVcs+%)&cz?l=_(PG>jwa2gw~!70y3rj(@kVKe9eGtMm7Qd;dyPCU0UurI)+(+8Rh<
z#wj*s?QY{~rX|FGZX)>GS@>tl*t>=_2soT+5)PM^9xjIs{i3!#E#e=gQ@H6sGBZ|f
z;q#7gtLT{X|Fjmov};%kzFWlV3$8vK*B;B2T}j)C;vb|_yt`dd&X+@(T{vqZ>}vA+
zTie`{p#+&)x<)VbpFJ#inVAN(7Cg(j(Fi#QRP%uIQ_;H(F6v8(jV#`^U<7AV!s%Ip
zf1>_V;S5^y>Y`G6j-<&4sYQll4J4uwS^Ftp<iz?-bKo2q7Sb34o3u`vu6vLvW=6#G
zm4p;X&W5q09&j)s&xyhCmvF`d2amNn@&dfl9z(~$f=h_MsE`AU(>;Cm>4MMTa_KEK
zbJ)E1&7Ge;J{jq)hRitGrrV@ZW-e8}(2JmsWoJ%Fp9rNIp$P@bvB#4jkRL`q-u(2m
z{a5vcwTfTYs)!z2_8|*KsL&f!fEK52BglnEJ=hNX%4doS?@kp7pZHy)Muvy3pt`KT
zObyP2c1=2YjEd4IRdg%yUS#0;FpX3VcRZEQeEVxHq7LMae@<4a1)^QneM!l_PDnFk
z9XeN!-9EhbgyU(><4KR)*Y9TpfLcqN6D@+p_`QYlhV+wZNZ#d4ZuSh7M3^R($n6{}
zs(E&Ig{lEb@FvGoGaD9+40<sQS~+UO2d|@(7!}U;ogZyly)X-L&qGHI`l(eAgHBc(
za4Z<X`4M%un$cf#5$=|bH>8WQsplQ3=TsOsDScC}y$^g*<1CCn*I{~}r)jzw#+QpV
z{UIGGOVYR|FD3&o8;-v4F4o&g3>d*#gZ7hnH5zOOl`vFQIPB+_4B5T3Y4*?_xbuQc
zEl(XFA6YjA1%ze{cxr)kB3JoCrI6}A0j4H;>fXT#CU_TCvnrg=-dg@(!$Sx^(I4SD
zEh)C1zXMLiYy(2n+Zm!moO%U_p8}FwJ^kSxQy@Wd&{c)A`{2;u^De7_1l8V$?qtbH
zOdz5X_4z^{(&B^UTB{1D+x|WapPLMQb;uQGF28QsATW`q0|Uf6z;O00xUjA25t{Pj
z<;h4E#(mgCXsB>%51ZI|^M$Z9S9>(=lT*J9Fw25cM8GOA6>2Pb(Sf&&ZltdPoL|PL
z?6_!JcOxGR$NP=_7Q9UON@}ILwnXO_WEW-Sc}i1wlMT{VAKZKuB*k49js3RycG#Y<
zMW}5}<&vqv8m#G}1uspK<-+}e2obLo1J(`>rtNIpYcsS1c08qI1PwvRFeO9o_E|&U
zm8PSP3~Tc$fm8j1|L(l$i-+(insrg4H5AEO<X*xJnH`C3o$&JMz3QsRfBrIoP5@-Y
z;+T8{)A2SDbP<ED4(~l_&Z#iQ3ck|YOE-C{>L83bl*(6fh!BU%Cr**M7@xX=pu#zE
z-))CdJK^AQ>*hCZOFY{!pjFPLgq{jV+j^Z=-=13i&2ofIOeaeE_d$u$eWll~+&|kO
zwU(EEt}$VuLhN{+hY|?s1?U(;vK)cUPtxC>Cp-pj6x^xL(sUq*X-HqZ$=$q;lrSJX
zW2>~c)H`YC3s}I5D(ro=H_eVlkV$1_Vtbkn3@{Bb_ekcGx6|Ca;uPt65?!cpBnDj{
z--T((c;@~@@bSSQEd8o*E^D>;$N38ipd~N=<Brvr-2tYxPLnq_-7@{|i*OTM5?@kq
zZfP%sETAb!%O)g<sBju4{5<-LQ7r<_k~W=wd-l@q!fu1{E38FY4ox%+XUw1CbS^q`
zZC;CJSiBX0emVgMgt6kun+bnKl~{#rA)Yjj3%VGsDx9p&tA5_pwkPs7Y<@SmYyGv-
zwHK&ripS3MvK2piYMkLYG8vag$Aam1ZTkCfSqP1QTwiIUem1RvB{T(8nCyu>UEfKy
z8>w1FZV+2;HX;aASk4ZrN`)8KE6?7Qm%gs0s@~GeL6ATOF4CjE(2amGz0K-n+ZA)J
zd&`@Zf5oz+Bvvd(_T%E9E^87AAWx7A=V1LC=G_&K3%%r~DZMVfElqkw7onl*JRpTR
z-7gkYWyZkU6U;5aW)-(IU2vsfSctYliFyvmh`1X#RpHEiEA7_Or65mdl&W`O>#y2N
zrCn61ic}(hnDnAtrlqO=?`rMd**6c~n%lZ3G`ePMTd7_`)wLK?J`i-k20O2$5mO;g
zaXGJTn6fI+vbWT&Oo=>%XJCQDJ3Xjb8l6^!=Tr%=mw)wY_~i$+MoZ0ZxZ4jUQEp=4
zQFFU{V#>&Sw*LVKS~j}|q}Id))T)}!jtp2tNCsi7Zfmjq@^epHUo3m!{;#l2k38D@
z$NK{{r2YnDu@3%8outCay85QO(q`jkyKcFvOU5Q<lC@l|rZ3B*xdb-t()C_&9GXyt
zbH(5P{P1iy9H(nv+TfLxr9-5Nmn)!7B@Bwfp-Iok$i%jQi@uWgh_3^nwwHk#9=m)8
z)ma+sm!ifuNxdisA5B`pc{y2R^NMrnsRC7)>>=0QPEWR|2pH92hw3Lz&6tU-&spjz
zJR??k`F)z^xsM;DL$s>YxgzjlI%v}|I=D{V=5W?V^&F1^pPg#J%|VQ%bjY|K>E-q<
zz%gZHpY{A!vM8Gu56N5z%O2Nt<&XzI+0Wh!N*ht>;3#o7v<q`rp&!AOU{9n90%<XX
zo<wFU#6{EON^QX)W`ovOj!u5h<1bEmwYJjM#IEoDuA22Li4T9j{jhU4F6@rpF~W_z
zFPf5g_nvL*w>*K<NRP3di=9`qqbP}W>mM82rQ7WRXUh|>PapN@e4`|OPm(RsOC1wL
zdN<#A#5<Tz8QaoCV<V-{tra<b3tl$ARE$d-4a_x#1XAdaVz)fwi~%D!DaEE+1x1)*
z`|Fk8<$r$JWw5_bE*Ls!GR#hHFUDy!OACf@s<Q<xPriy^du#9@1dh}2i{|@ll}ryf
zqnoYRP<_`Uz*&lM8k_7Z4^DjSrpJdH7_F&S0S3;uczK&Dr{8#ITEJ;L@27`4BtKy0
z-k62`X5LeGHEz9NB{cgw5C5G}BbmbJE#1I^!BFfwG|J2FW;^6tK`Lsftcq6%&xOUl
zaodrS|Dgw3tzGpIESi_`8f{DrPKDW8H4L>@JMzYk?$Ollfc8oTP-V5){X^p{v^Y5F
z58|x8pee^I$E)gCTZX<GP-@VeQ4JOM5h|-(+vprfxxrQ8z3T<3zP@s`_z`DYgMMr#
z_gVATP45u6ZUJt)HqBbuBlmXozOll(5NJY)cw#MAJI&1`Sxkj<ZuV{Q$IIY=Iic-{
z)|akOfe5P7R{R=DQo6lY%jc&c&XW3Et%sb6Ef05Qp4XP&JZu?ub(LSKN?E2d$YjJ?
z)Fmhbat9IHA~8Jev{X3jk~j5xrx5o)chozcu<#5eh99a}I~I(Pz8ndUB$XJ1$LmL}
z?^>OC&8oI5AG|&qY70hC6Di%ns=GcK%9(<lL_PtN4pH4z{K-tpI|F>k8TeVa0WwJB
z)`WA1*7c>?UNoYrY6eNqn~)86mMm{<zJ5fU1XiEFA9v|S@IaT<4{jbhqyCV73?Sjg
z%O<!Sf2+djQ{|gIe`mv~K!50E!&hrhfM!q{%pK~&ubwCz)39m4(I1+BULpQT(n*t$
zZ7i<jc3P;{fl^*n9(-B&1djVYk0p|6X;I-^v8YzvH9KI^)*sUG>Oez20y){abY&9!
z4x7CyoSQ-eAAV>&>>Z;oNjvC#FcAFU*<8#n%jwk+?x+(Mc^!5?L#ym%7gsWxdODVR
zDpqHnYCN|yQcZQRGch<7&c&CsKespqreS{6I8_GIlH@WKPM7+Lr>9rOU^pRe2hxrf
zP#gE4I29w&E5=Bc{&#79sBk)6aOJ3VqjAU0#?Y=x!qe(2SxRKVZ4%|xfX=FJlUfps
zQ{hGD;pGjT<q8Rt)IikF=YbKDFD2TjxsMMHX^p;6;ZPdANn5gUu!!r{;il5L%G{zf
z4Z5Ru|3D@5oqYFH;XUa9b${DSb88$5At8%3J34i>v*Uxwam~w|z|%#Hr6tnV1*vfQ
z)O)ON%8diSp?B}y@!oF;uOGuRGM8qA3TIs7Wv|CQf)h{KRr~h_N5dNIO<Ey=P~l~1
zsbup1Y7R`LgEJM*(J#An+WX|FfV1<Gqg8iapCP37u}XY!8kUhNJlj4_$j5#e=*+#6
zF1kIgjsc@dT=F7KU)hX&YzK7R{{ZxKRX7uW>5}x`jK1*kn_cD5hRuV4)|)wcD$u3E
zsh&8tLg2^+*vHF%T50&9a>9bAlYxc`XU}EXH4lu!u_bTT-~VdYZIBtw0#G=V0Bx2P
z?D$|cnz0LUE^*d8b5+lZ4Kk67FyZ1~&)h!=ZF>epvu(aM@aTr+)w@9g92$Pe?L1uT
zhQ2LByKOl&L%#(M-KYFI)s8{Z-5t);XLbyBYwsR#t_vO?(kEvu9Yhp3_0-K|@Y1xn
zey73r`F{MqK2@L>&D*ePUdgu6GP08IKvP>YSnyh5^>X{6zwx1;=ILr)3T99ijGiau
zIZr-KWKzdGIYZG6Dx4!j+t*)E0y~TT5XqSh?D{lfns~f+i#LC{2d7v40hypiS)IVy
z`8e2w7CseDzr{bF&R=*H9*^-pJn)jUG{~ngWms!p^Z_^(PRHcQtLAUa56FiH9xM&+
z=h>b_NtNPM%sB_1%lSxu=sL-|P7#vYATTA^gE)i=FFFagKpdu|-u9+Z1S!fd6jzX)
zO*zBNz9@IF`a=k7h8-UqTm=}YaNhYO_h9_{{jrogzLdA|vTKF=)h@wX#RsqM+dVrA
zwuk2j)Zce#Xj|d_p0qPi;Ve8bqvcO8LDBuH(GQ(2c=Q_K5qA<%Taho`N4_>Iug#x7
z6^?L2#y>o9&>wi9QLp7aL}DtO0eiNrUYi4$qr)#c-tFid66$K`<G_`;|6=onw#OK&
zrDzX&i`OJjbK?flA)Gh919jOsruTcV-dro83<TaIJJxJ^fgkNt4K*bi!^Mc)ZjEvm
zqo%Y(GwM#}mU_}6q{891ND(5d9iR26eGjNuFoLtLn(@MHmCfuIm?eT#IC;x1*c4wG
z*16JO-Era5<NBEy{5NqC6<*GJ*q_*^v6akVwQ>NV!s&1zcipk2uuizeojQ(vqMOX1
z;xu;(kHs*WsHsMevy>wXM#e&vb#oQYU^RTJ!r6cNvx~dF(+ZL!bMB|Dr*tx05d%hW
zk`nG-!#K&oEJ%g3sn+2wM{a8e!<kA|MXtZzt`P%9a4JW&c(RR6gD_HIBUCtFJyCP%
z%iDnU)vYV)59xD_5Z!0R)E03Qnd>!7s(+9Q&(#cQE}!!41G^fUWfLUz&K<=>Cz;0c
znEcvn50^PGI^cXd=h-{UzktkjdNAc^t|`>Rxp?a%TOXV|43?}=*FBXkdNg25-v>Xs
zsqf|+yBahyUh0)QOf_3_0D_MNK!Z;oe|5zhcfh;pgUbhR9zo4|8$PL$?lizV7L4Ge
z<?80}P$E|;4yzpf{2BCbkAGso2+qez1SG=qPG27S&Y7HN18UHzN4{CMYzw(}S^JL#
zBbX`MmfPPDULkhwzhcbap@vY~2kvb&YgmV8fYb8VvS0{jZ(wrCH~?L}ASbVo;)QU=
z^&NKDZ3~wy`r3;2HKV*X7rzU7U^lBMlX9!3r?Ue_-h|0;tPOL)XiVD`6~>mO5mSE}
z6Q7W;quT^u;OQ<HuPU7FJxg7jz8Ts*KOc^O7j#4gpw%QBYGw9S@a4mzP=wXg92L%v
z@4oqYbQ`2e;U`6q)n)*-5Es0dTA;#t^V;q+`aOkR;_&wJZ@+NY2$C_jsbfZV#uRu}
zlBq-alR!F=z%~Pug~fW$*I*sGI!13|z|i1lVlsja0U9dH`C-D)%0%$i`JqZaN>zN_
z@Hb(>OB4A-U$5Iei9l3HCII;;b{~vW-8LN0h6NlW^oLHoWJabBykRF_H8SNE=$#@=
z6zRsnB^zI>45I6gV)r%GtS@R*|0FOnlox3z92?~`D~hE_e`uVsU<BvyGy~=G^YWGL
z-ye-CSA{yIZ82u;Nn+VWv@B05hVprwS@3AX_6kq;I11Oa#8fK0$D18Pc?r(dAK-r5
zFjhDTX<o^=PKeZ;G$HPc$`+bG+=npUFc8gP^4KhqrkFTw7ls)slaWQi-Db+QA|p8z
zXl33=%zP1%MUBPZ1q+_=KY~f;r=GpBo2zcVxWWrz`h&<$@WJjhRq+#p**RGlL5v!@
z1?4oSdEeOj^#!urB-02~3-snsC<RwCd6|^IQt4V~Dn?aliaO`s3^IUNrfWQS1QTh8
z2WjeQun)vA-7DB5vZ_fl8PtsDg13}bGZl{9KIji=W)#sZDV^U#z`X@V6Qi0mL)F~d
zc{B!|^UNbOhrJL^C<DGC+`!UkCV^j}o=EqnMmN*05spr~?A}6n{S(OM7KB`|Fg>b5
zKNVi(q4+2!A5=B7z$}aBn|r?W?xWxDE2}mK1%DCuLp}bk`Vpg&4E7EhtQUvWni!J`
z2}6~SVz&=<Bu@Q&9vHzni|OtKRH7^KK3AZ|7oDAd^GUoaUi+&B^XGNJd%KzeDdi;S
zsA3l*`Y#!(>djg9&W-cC;vp`kqZy(YRO%d=lmB?jR&<tDWTC;~5^JKHHyd^|;yD<O
z(kZzOhC|L_>><WJ3vjIaI=j~LpE{}Rj;elu>LY6hZe}BT#hm&(9G5?+`sSj0k$LhC
z?v-Hxjv+Xl=JefJ;mVipZ={rYg_dLyjx>t@({Zdpp0BXgBdnu8L=>pFlVq<ZQ7ep}
zG`PGVDAPjq+y|Ji%_?PqfGlu2Jw~y+Ad*Kd7{U1kjRMJ(DBcvuz>KM3W8h;4@}cVw
z8ADYNm6x)AEod--mv&B5-<v~1g{=h(UixnM!h#W;rVsx0B`@l|GOqWvjmDQir}5}v
za9S{elX%#@hiPo!f9+6aeZM8(tv*$s&8)HIDk!a<9EbrUIO_?m{QcD0x=(Gl)`SHk
zI7wExcSZJ7XJB!j@7<%pxcA#d>!$@HI4>ofo+z0_bfCh^@Po$>bj}J9B{5(GC!uri
z<9?b|r85pVjW=~oxZor_?le7Pzz9xS&@Opvgz?hpoZa_+_WM`xnpG*eD2&FMBMU}w
z(jMU68QD*kDZt5LfXKw9g;HtSY;jeb0Y?K;GW?r{RZChKfmUE|LFO5?J5SG`hds<v
z=3B8{+IediSa%+E$-l%b7(q_{5ww&G)M}2zt&c9|aAf1QU<5a9`0lMt9@F1hx6c3T
zOue!J@7;px%8ykE$8^%B)K2g3y9F=!k5b<&a~=pdEt7DkRKavBYrG<=e_4>W|9<S?
z=Am?NhGW1;6X&Rj6rM5YujzOgE&S4#j{~#y1=MU%-$UP+HW@0slY$RM(3g=B$NTgL
zt+~n(ve<oyXVfsd1tU0#$=rt{nUZ%c_>vs%Q}^HxJt+~J*H44ff)Si%X8giPST=X?
z<@IjZd7;5+1e^sUIG^&3-N5S;jog$=KV!fM&KINNw2o|1a9S{e^W~^GC2@=Xh=No9
z<i!$fHcH;Q{~vIYChyMWc{j9r{OrDq+U~&xX5VGcPo0#9_p+OL8q%MD55-XuBZ!I^
z6@(B}!F?jK0exO`#?=3@<I&l^27aUl5+y+@S}{w4^<TtfZK)ogJnipJl3>?xqo_3V
zZoI8}qp=f=5=DsJCnGz;0cGzYhu-Cr3*T%+4~vq2T3E9ztKjI$9)X>sG|M1wX?xIH
zYSIov4R$|55h{m}Rh0(9FM?$;@)osInJ!cvx|j`B4i<38A0mZyl0-krdELP)R$m%m
zzo6Q|;W#SdX#tfDwy+3JArR9#$!$(>3SDoQiPM!OwHi&Fbi!Q}NiX3}UZOkH(MC1f
zmzu2>-mDj_7}lbNL0VLA5g}Ka?kps-2{+fq1#gLmOvB1qkh0ez`>h%;)c2_};;^=b
zf%LF7&E6$rnT3NMI8njP{+&h7miHL*Zkg(!vh^nh3-qY{Qcp(BI_6eL{3S$N|6Euw
znliydU`hDeWEWE6xp?;>+9Ij&l8zvAntry0v<7AVTZFq(b!I@)fQ+n+d^jhfu^2U_
zvC_nSYIE1Q%KTi*l>0EvsgbldrS~rf%{&}Yoh-`rgoD|;tt!$KRdHWp9y9Qge3`T3
zoCU3(V_L<45uD_*5K2WP7#@Gh$j!||9uo4A_45+zX2?pz!D;*spkm^xl(h?P6tDoK
zhv#$9zH(lK_hE8xR#lGUBH3LXIhVq&`ZO>7+l4#YP(vTP(lN8B0Po0UAu2r=k3aLW
z59=`>`03>y71Ko--#n6-6=K0ilk|!tBKOS-nLuvTrX3>=Y9$X(9eDV!G%xr(3F6Re
zCkBkPLn6R^hNsiObLt=1c9Ng1H)(v}H`DhRFoKh$nfr7kPEk78BW_<boED7WB#GfZ
z8;O%QbGWP|eYa)h=WFXn8@mM~I7x!I|MKA^UUjZZ>iEg~QxFArEbq#medk^t4JX_0
zKy!Y~PQ3)6II9^rD^x*AGoK_fMC12<kmyJwm(G}s9e%c-bNekPl4_sQZ-2oY<SwHQ
z$N9vp1tU2Bz`bQCPCZr_?|wmQDi!9;CL4mcfdtFb!cb>Ce*-LnadV<S^g7yyrKhc;
zW}V9}r$3}We^Y<TVa;R|<&ghuj5;uM^EhL`2;Q@5oKxU`2BeRWq@}`3<_lF=o3BaI
zs%cVhw7&8`HsHSeKZ97^6xBn2xNH7LEHV-jW-OWf)R6~rwVN4|f=1%BU<9X`)OdF>
zF##2lN?7vU3B_Z;2u?He{(de^%gx#vfcp-6JtY`!H7kH!eBigH<AXKtb)=<J4(83A
zjLdL_hm&u?5SO&4T*tSbJZ83UT5j&EL<;}Lt%E=vH~38A>&LNzbsJ4+hfNfr8n%^N
zwPdiZsAoya{)Gpl5HR2$v*;)Kqu70&=f;ege|lCgAoy8&(-#9oT5m_KS8}tVC*>la
zkZ*T1OG76bkS9u_Fo*>sEfD41HzKL1<G-BzA#3W-`{*R(wKXscMsS)f);}}+tS!VD
zdtV^si$0thN?0(0lV;D|7}-x&!H@*)m0+puU1pFQly~4YI4u~$IhQmUrCnjaA`WUy
zi-QU;^&J8*FTB0cvg`XFP?jA9pR5j3Q!|2e6A+_<G(Z*H&D?1NuNSg2KdaG{N!OzR
z_ZD;~45tMnIIED_R;I_`kzt+Yjn3yHd)|DQJ{ZFJA%tbgZj2kor|g;el(Q-)gL1j}
z4jr7u4l~DIJT!A3pjy}pvS2jwU|o{Q+X>zuG|^(r!d;cJ<KP<mXxFSJ-Fm2XN}UPz
zK@m#E%ci*nNWskUQax#QsBo-$(hk*gw=%H}JV%Ej!nDJ@RqYCwqMa2y=-^}2PC^#c
zIeJYOgNac|8lg(=w#Y`b{nOd-(VVYKKK2df2Wq5Tv^K0d(gxLW--~QRj;#AW|7%2<
zZ_tK&7=U5@wqOY7C_n|r6Te?a@cv2YJTrew=6n#R>fYm5h8{ev4hIUJ_&t=EOImpj
z9)k{R#i}K(s8#X-_uMQ%GX*pL+&uPfzSg3tcDDf3eTU%v=PC<c@aI#d=Xn&7`1isT
zd$!A0uMFD@VRZ>uB??X-4B=GWRkPlN;Qc~?pRGZNW0|AXI<>EVLa~i;7^!#uJU`hp
zvok5lPh(<PD!eCfe7LCXH|S@TJnAPNkAa^t<?-_GAL|@&{=KHu*qgeMd^k%mew-GJ
z##utPl~7ziium&nNWv=gM-%~}fAX9s)~dahI$E-ZkXGn1?Ann?|4Aw8)VtHZF3+p*
z=U)wcT4EIJT7eWzQg=B>&)S7jy5ljO!szIQuk}Y1^!g_WEY;}QTg;ka$sJndU-O1^
z?)EdNyq!7G49kKcoVU_ax+xA_u9TjYF{>bbLN-pX+3B;gmCe2<O)M4SNFX2RHR@s>
zW57rYm(pgF!Yu@I(-BgMz(KzOnMM8^+9>^oTD;Ube&_?Q<*ML$nC1|zNX`Z1N@Of=
zR(0KS@FtoLBxO+5@uZ)3kst4Z3B801dZo$bcd@&hiHBT=rCch^>%TlRA5&nX>K?hf
z&||&|e_;@rp{0Aq(@9LkeD%+dDa+{GJ=B_?8agDvyE{jwsTE#x9cdF*xk>zalz8}X
zjnhNX;N5ZF*WhNJ#Q4Xjzt7dukkPnbM0Q8)ntTrW&UEMRID_AK#t8T7W0|{`=^3R9
z`r1<_>`fvlqSu+Avnfj-J)#{(ANF;^n;TkFD0aW(7ECAjr@J%^LUF84@NkwGZB{z*
z3p(MYfbpH}*fxX^h5a=feQ><EhT7&8-5v)wk?AHk+es(Wjp>HAjd{vv37KwGmE~mh
zOCXM!O*b@tc_{W9olQ(HH52p2riWyca!|TXU2*sE6q;`6_%lZ*MJ{%~Vv02;9;ZTx
z=?NV?BJZtm10wpre!@+fr3XJli8LH|Eg*xiUtA0S=#MB8PyZC=4xk8SSl;jWB}<BP
z-&cUd^LlFrZNW%yYbxcJq)Avu<rJVlqI6XMBxxlC>8v=AplqRH*)X)4ONGKw&{{Bp
z_ANqNv0p)6j|>DKWo5WMBfBl@O@BneuYU^LQ51d68ursyTN)%`bQJnpFw*C*sn2o5
z4Pk_^COJw+Ef_&+gqdIM(|(Vhf5A~GOy}8{;3Ub82JE|}2H%AYq6x$ZR%f+!&kK$v
zGvB;O&BcO|&TgXR4R0Lv$UBJ8la?73qL0YkNt6zY@}lnw1TTpV_iJ9>jb-WbvG9{L
zr%lnBO@r?HBU)cA7>$#)yCy&uHd!2VQVt@fQPU0oJW9?WmQG>85YBgisboEhP<&R=
zRP}<L>8The8Z64s4s;`r{U0N#YQX^Osa96VF`PkL<Y#0~K{EA%v6KZNE4y&)<owLs
z!kOf3smz4dsF(_y)11Z?dsYt~_y?4-MrFa!s5TL?{hpv^Od_u<d_J$!w#WZc`{U;X
zuOdIxp**U5*YJX0oyaB<J^X7?`lGjZQU@aX<Hs-D!|eGH?KvM(cYdcrq4$G}=+SzC
zbcc+Oq4GNQtY>~T<F>X~>DLh@UngcGQLf#RZ%>w%DA8Offe!0Mn9eXh<W^?ujhy@y
zeu=(y`CtSw^~C*^*ULjRd@7tnLvCOB*wxDd&f@K_e0A^<gxPBnQKm75$A#7T;RXK$
z>UeUm5k0ORGQ`cJq$d8IPcL8pTBq6d6UBlN+{)d<;$YDzcqf8`r_I3@4B>p6hNA*d
zEi(}_)(2^xwErDA4@J`0f)SikXzwrIr+eFWZQ4d5f@QCZB1kP5K^~n5TL19QU${lH
ziD1DH&izCLOo6!D8+PU`5?R3Xb2?FoV8Ia1J2C!}tAP_YmqXwsm7Ud_BKiD`AR4Rw
zh(ZJXlXt{=Ua92@ccH@FJtM2n>|nly+g^tDMrFZJzuzG;sPS7&#;VidG-pJstXh8*
zW=0eK77XERL^$c>6RLRiu)%|R;;q}P>|U-*uPky~)S$%a%SRM?h_b0aH2xqx2(Dem
z&HRZvqCbk=EodujvFV@WCPm{^VTYk))93L1ib&NTQTnTYk{w=fN2f8Lj&KtkX#dz{
zm#i5Qjm8!X;k=!O9~~#pNeI_$ZG$H^*1jSdP78)`PKyK1)>L@H!Kl%ExBHp){6^r_
z3XgYwfQ)c|j1&}l8xdzPdm5M>eaC(2!ftc{uNmd4#NB?5;cTH$M?U-NWc#n5>4=e?
zh-}${5wz`TLrQ|ifXrbQYF^ZMAxh_qr2#5}P;cCmk<D1}(u{JrQB2fJH51N6`Wn&m
zccBatmPTp8Xxu8`5ta-y20S2EKoQTEgB?`iY<aMH%NJH7k$n1PX9^#!*GO$^G?3sx
zz=T)M3TDDi9ILXlOqJbpM1}a^qtw^~pr$it@n7F|zPd3Un;TngVEJ66TJfl+dg}h8
zsOC$FJY!gsCXa2y(?@fc{Cc2IZ{z?tt3XOVA(5d{%5&CDT)Vw7vt@VZ&YA&@k=|t>
zw-7UbaoiK?jy$t1J&~TP_Z-SV$Jaeq@O;mV%l2EZ+_AjJ267)h&AnBliw+|=%TQlZ
z`7K~yhy1+C$BZpHQ}}zzyGk(>@u7Q4HRh9s7QAlkJgc1TL&%)VbI?B8Dz{(=r`k<s
zl5|dpx|N9Ltv{l0sQyWE)oR4S`+1fK^H2mmMd(7-nva6pg3-9oLkJyy<h+vEDD~x^
z@!+AY23RnJb3VFy9-NXIarLBIKWI0rYBZb{3~-*R7kNTaDH!ok9OWFO6A77bLP?Z&
zeOMvRh2b`B7AkP`(;rdDqkj?@8cG7$_>>BkO1te;JTOsE5QY9MS>QyVKcY0Ce-apJ
zpfN4dCMd$TaaP;#Xz>TD&er^GZ(=lBSulk2ZqUDE2GOHD?vn;&PtVR7gg{pyH%49F
zNA{$7+2P=I=N@F`IR=bI?pCJ`dpXMuyj)ai$Dm?&eI!l`MsV(+T_l-pld8|??_z3)
z3UPyTID_vGYM-Qm2Ct)4?;Qh|5Ihy4Cdgg4N0;Ee)Jy`Lx48|!iCwEg!U4JtB`1SN
zO0dB58C3H{g=ciap^NK2M5jU3s~b>7_sZPBi+8M66ErwQZMYRlmijYqiqgZ{>w2ZM
zs@V;paoodZWKJszy4eHrGN*uAsP4Tvqce|qA%y%+i|SWz8h#3e8}wB<3f-aE6T{l%
zf#8CM#l?0RQ5+E=kr*n^ag@)YI#5&LO$t1n`mgTv)XC4!NF~ZDgnnk`;K~E(5Mg)@
zYfLs|UVLv!y>1vwD9Q8^wR+O%s1Oz2Bl@dS>v5`8K3LEzmnJH!H}qnEJ$=IWa@Txq
z$a#>-iKl$CAwVp0c2L)mxR+z`Om>ZGk#oh$<R%^Fv^CAWkU<QU_^KWrD(4ozGQMlS
zztY^AkyzxYriHb85rde~^DirPfXCW2w@xGo^UXVEi`0v(<OmJ44no%*s5kIT%)p&Z
zo;wBqp`y2Pn30wMikFcr3H?EOh+?Ga#7IeOf>Q+ZGp>e~6Nv7BdJs!%!A5f2`{5nE
z*4%;@8kSYf9DFqQGG+W%&7@##p(M(OI~4NQ4G)sBs!1~xHW^9+vw9B#hRHsCQRGF9
zBI%hP)LmfaP+4{{1?!j&T2-W_6ly6EYr^ZFUsbUVol$lL3q~+61!heu5;kf}^_Jxm
zdVM}&I^PVP*CHndyx@P1dY%9W)q>${OE$xmm@&>Birt}^H|>Sg$YsoMG2o?<<*E^+
zuMb)m0=)Q<G)~{d6uXx)V$*vIMi9S5h|3Z8!W}qldPRTGAJTcsAL3pT*?A4-=nrYb
z!27pOmQ^ri>~Hhv%NMUaV2CrD*rx(_Ni&|Gi>#W`(v#FPH!ea0kagVt!#O+NoF0G%
zV4Z0!7{R%oa27=36#4$|mp?ha>M6?VZsD|G1n1{O^(xS?5OhC08}D|*xIe6LR)j%D
zM3nxB(uV#??ro$E!^i%$B%GlAwWFk&uwVqIVO#%9iW2nJ15Y%6cI{7)>rErM!-5f<
zG}|sEybI$#UeCzvt({+@;Iv=_CkY_tP=7yJZTJb<!hid%Vd;0v81eWJq_EA=7QEm;
zL-Uu|TP>PM*9`8}dY$cJeY6v_1tXZ%<D-?k7fqa)P0SI!2~lYDM-;};KZyz_O?*kj
znTipE;6_9+Bl+y!QE*x?f>VXuc~+U`BxI>DZm)bh@GVF|8&R0<VwslRN(^GuJ)PWL
zvb;;Plu{BKO)!Tip(C|Sg_zFdL-wW@R29xF9kw@FbE0>%j_8luo;zh^wPit)PLc0W
zC;=u=vIK-%SFA~iLSzd@5R=mBR;P~O$qX7Q6(aT}@FEJ4_0}LTg43w|ew>^S0ndp2
zGHAx)nIFT0OmAHDEQ{V9dr}{$@LV_%!oZ?Ky+y3_j@3T!#sp4<r+H#=>*pw>JERV|
zjU$JsV?><7x%dBZq!C>mT6|=|2+o@cC%jpSY=%Ra%!t+3zTCxbyU01_(cn0$-xt;_
z(HO%*1`*0_9>zl~@o^l~QSH)+JE#-YB0Hg-Pdqc^9t_Otge(xfow&r1Va>|rn?A=%
zvvf@31CjrFR|LGiFM+o)b<Ka}!!U3>(L0QLFN9tckk$H;pLJ<&um2H?^vsA{zlat_
z)wi~?Zd(z_<Fco!6b)t>S{0-LTIjrN{SEN4{T}H9yabTK*;7GPTqGi-%{$VCyKh+)
zrJ*5cC{)g?6ed&k-KH;hwWTCjFoM@CHUHd+?}5(n7iI25gz&BJ!8CjBgsWIJJsf53
z<S3@^nxtpM{%$8;rDiH5tBW>~7Q3AzIn{y@oHV~KxjKM?2B%)|PUlq%%e?*0FsND9
z0<mBOXDabb1vX?wn;*^E!sAiIu>~X8GYNY#U3Epn&D#n5zw}2G-1;Yh5!^;@`uAwD
zt?6s6D9W1!BRE%5e^b(j6~gN2M(eUv)gMv1tbY>Yj-da5CeTv>%mnffA?o#qEa;A8
z)1ag+GmG+v&}%7$;R{Yzkebrc$JEjUR0pf{gv3#W=sEIH>|Vv}7XwCcz5|@0<RKIe
z(-$vIMC{uvdVMchMxl%aBe;)Je?7`Hrv6gl@f_}#OvI~|@Qs<z2O~Hs39_5Y%cW;5
z8l1<fvDO$q1Si?&G|tF=;-sv(RV1bvmw)5nKKtMWKbgMV8r)}N&S7^T<Xx`tX2okB
znF6DQ-evy)%@{t;jR7zCiKARHd4Vs~se%ee62`ER9Y#EDQi=g1ILY$n)?%DXh|W}a
zM_gF4_^!4TaMBYn*d1fQ2u^xMB2;c*MlRe)!u3PBWYOAX6h5<H1g|lc`eUXfg&{vx
zKyhN8NzIJ^hyG=r$lQa}>Q5zCzJEwb*??B}KF6rEx@TBIs~NJdNf(R()~`;=o;Cc;
zt)rHX!of@H8|DUASlzv)+R>ky{2pb`;uVJU20BHet#8P-#&YV2*d~JuF_Ccg%AQa}
ze!7$BP)~)!%|Uf#q-2z|Tz5q1Y4qUG`v?O)3I%t{y!4<O#N->_SF!wPXE)UN8o=(0
zbof%fK7L*ig0d_)XuACrbvsVI1Mc4!B?SD)^5Rvce!mVB^<319=(S*EmJSnBZ$MAN
z_FDanwx_(}?N7ZBNrr^t(sT0Y`5n`MRY4jc?c8lbE5hGtdEu5HnQ4wrUrjK6oED7W
zq)xc~BXM&685o0|Pm<O=JsE`1ohHh;{UY&O@PgkQ^Zb35pz(b}%gyTg*zjn5wqOJ&
z2_v^Q_t{8kQTeo=t}F+$#6*Q--g_&`au5*y!25E&z+s?f6fF9LAUz{(*S&&!W@dEz
z`$tMQiHBU9_;gO**eNvH%L&FmLl%tSyc?jQO0X99g7qS^FgQJ1UqG3$>*09%!&_Kx
z)(&OCNDFi`;nw9|Z=>Zzg)@KS=O5pldqThHSK6FbY0<mAcm!t2GyQ)~b2i;y_p(K=
z;sRj+gBU{S>oG6C5kJGEPP9{jGE~;Pyzwh%`Ya_6B}S3m7L1I{2wFc*mUxI|)jmN{
z6g~?^aDIYOg_4Hm<>|X7KWf>g^+%NM>YqGa<q0E}z9ZBXm<rvz>=}OSdjFE3lqlFO
z80om#_~U&WKZnM`bL9P9&5JIt+Xl?(om$N<A~;z9AC0nXn7d$i9##El_iyJOrE9PE
ziI)mUG%GdDzl4|u+qEI`1Vz<+MBvI%)dOEbRjKf<wvZT$&(Em=VE+{0CCc*Pfj>Zd
z2NmAM4h#nRp<%Z>fWy|XY@R&Pcub^MB!~>@@5%e_-ufpVz~~bRA~J_>j)A3LB#2zj
zunY#sPINJ>FIrU<JCaK|UBW;#r+N<}oiIG(lDm2GpdvY7V{<T~ipTID_!iKr<Xogp
zXheRTt;Uw$QzH{e(aN;gFndKi7aU_bQd=<K!YC<n@qAtO1UPb&k3>CU{_?$%p)q?{
z(bTCK?yRs@nPZ@|>yIeBuYVF4;{6f8s~+$Tl^<4!wxS^y9Y}vfL9Tz2i(Ns!0kjHL
z9<B$|Yi4G4zL)*Q%!JjqC{0)}x(S|9YbLZk%xO%1`l+OZS~Fq65YBsOc88NGryYtg
zI_urj>DYJIP4(~U0h|jWxzU0VoHGgWph%q7xc*<quKGy{n%vfy#jt+zx#>T+5KuVP
zyquq&t0z34vi#RxG3lvcXzY|=*`+-Eq4=TR1$|4R1QoK`$w#r<h(_aARkcaUOYa2R
zl67je_|K)2Ntl!n3#9(AA9a(=WBNn7e~b)nWz%*44d=?Wzy63ad-^BwXwhg(zK8f=
z`R|t@BG2>(DVRjXU?R=7wO?p3*|If$H=f|}u1Gj{h}>gJz~NHkzYy@DGW-m)8KVWS
z@dwH2&%H1bKTifs7mR-i6s~bRrv|45BRDG(rzBE_w7eNey%fgRyjFY%eKHIv%A`}R
zvPhm0oH#3N+N~<m5LI!<M=l-N&bi`tL!9Z<L=rcV4x4RQGgdWehN`&}BAXFST1R?D
zp^*inak})_KqwJ`)LB7GmNG&-!=gW;aHRf8U^Hg+E>$RTSoYM6{7Hy-jzWF-uP|v=
zVqPuVvi?b61hcw;PVG)<uClYDHy})*KcY0CfAV&khty^tu{ivTNr<TBa<O|;q-d~U
zq|>w@-0LGJPfHNFgpvi6LbA?UpccH~KTA9n-)lNdkzu6fQ9=vXALpfn4@R)6l;-8S
zXSi-K!rH?l4bL%)A%?NC1tWMVjX|h#cQ<cJcCLs0d@&6Ff#Fh3ViGu8Cy6)Gg1O3n
zQ>-OcDOw3N;C754cKk^%m{e4l1;GK!LFN>)?#4hO<02&Pl*n0Tv4;ebJO}R@NkExI
z;p<F!WD5(B%r0BC7S@<mSsF7>4fxqq{0qM=)$ZFZgDIQbMCy=#02YkkTuvRr!zk!b
zFe{Rmn0OGHMjTtHEf_&fnOI@MC)CL0hyylS2xC=Q@r<6__s@eKl0(A?dX<!wECXRU
zWk=I?jwm=S7{S>l4%4}g7P;T7!WS4gRq2l?ezW=~ff1YzaE8ieWn?2sLs(aB)^u|s
zC(eQqw5dehvcuJD7-49|0YUqfM-c!PjG%p;dV8VgjGsFl>lKNANb#P8mpsGT(H3@N
zYPZFs1taYop?2cQ2`${HY}JU;dkaRe8X@XmA^JjG_N-!C$FpDrXL+y#e3S=5Mns{u
zu)qF@(qH|Px3jTjLdmQKgu8rtPaMo<ML}*2GzxMHMmpYwkf&r8xpZBX&hMs#@wGe&
z!YT+|=pST}Zfr{yj7EQ+vlBZgoKACoZ2Eaxo%@<a)AcPF!YL+dw-2vrW1p4>P0t*^
zw8zAmi-6O!AIE?ZoQ+9SZW5_!GTGo>_1t~KyS%dDfoT1-V1V;f!^oh7A~z=|IALr$
zzlD$<{w$534VevQYb9tl$ZZ`fEf^X`IZ`E>(0Z?!J~X=k84?EuX9ja|RUEb;EjEk7
zEf$Q%Uvf7ngft;O{M~02Mm&^d)&AeK;Lao+pnCeC>_Y6Y{&wJg9X1fTG}0eYn$bUb
z83?v0Wlj+)lbWe!Hxo%Ntsnib6(!Y*(xWf5Td|4ue`+V#jnusIJ+mje8Splyxep`N
z|7k{o{RnyTuzWnH8wEFa{6A2~h(N(X3ODY`3*g25U+(vC!d=Nvl=G4OKkfZkY9ZA}
z8M^@{y<f9D-<ie-qnBHdo-_)j`p9E9@PDJfLk(O=9t&{vC;F$Wq<M(dgr{a04~grH
z{wQ|KVg|z$Nd1$SA$F52w_qKmhg?&X7wKBc^nvE4KccK+{gc3G`kZHX;kSMe&*=6a
zGU;sBuF<5n1w%OR#DLC&Gs--kM=VFoBSq&08xWZ*vimn4!a=q`H<!|Y_M}~h3a8BL
z_4>~)z>}j1%a%>Nt{e4vAu55qF<_|A3jg(lzZUiuAVwe>l1t|XDc;t543(PNLt~@D
zxnt=MKaA*JKH!XN_2}YL*9=m3OA1Xk(CGBN^rW||-t}JiR=?d#CY?=lo;o+OPUl_y
z$o{Xur$z;rbi!pepNT7bu7OI&AAvsJtxw&d!eO^KL{&a@L-4AC1y`Gq$AFQMt1B=s
z-pmYf;TLbd@yR0z0q1PH&Qt!?X1p2Vl&F1vuIcnSPgXpc=A@S^82`<k!vgM|tYaH0
zuwN%`<gVOu_UEr&?PrE%Q2K|(xzdlNId?d#X5P1#+`POAHN&!CWLSo@ew=)raW2gn
z+I_^)pPSPY*cMI;MsQBU&_h*mm#G3I;p3I1SrP1E9498!+TZu|Y|!GWwspF6{cW+j
zepd6hm}oaHPI0BtsW^r8pJ~o(tH&)o*mY4r_sLvg$%+4k8YiB7qS_ckJA*Rb=W1}r
z8`tf;H6OmZ+t&Vh=H0PS<uuE!qb{gdKmD!=7QBqv!29v@DG@j9SG>HY|L{Cg6?^l1
zn_*cnf^!eiF)lsWwg_}H6|~c>bFgidH7%A?ZVb9T#tM!BqmimxUt9ki^V6+GcQ!`w
zcE+cRHf}g{A3ADD9SeqVHYLH*m<mg$l@NgIL;0g>owy|$P78)`HUqj~ikbl80l!E&
zG~lKuC+~v8Q{P!nje2Bpx>;{#ea87jkOeRJ#}WQK#=nI6PlYq)+=;R4hvJ@ef7fdo
zrEPiIFa$BRJD=&?li;cFUNpxo*{LV)I(hw}#ln+~34{tqjx0Zn-P7rZi~1{`R70FY
zqUmB37~&Uk_@=^pf6t$eL1ze!0VBiOM%}y=?E+^4;itlR^xKqK`L*%BZ%N#o#X}xn
zqJ|YgW<S~14Y=&mJ2v9o<$t|!+p@nd7)p{@fg7s%?={BNeec}NB%}%`ZgEfC=Cw};
z>>CNWfUfE+xo7?F9fb-i+QDWXPMs7VaJ~*~JoM?kH%DV03x=rBiU|J&icmaUH6zlJ
z@a75&lKwca65xXotmJ<LYuSk0g3P>p#CGOnIK#4|DZsv+`MeGIV59*`P83Q~T9|E)
zjG`Ev$7mf5HC+S3`qev#yrt;$e;Yj|#&CC_0NXXD8KA;5a2!l?8g$y-to^zMm_)0~
zY{B=zXlew@f|Wyw6gFOfG+^Opvj12aCH4porbR-=4)oU87Q_lwly%iL?I)A1;1WPX
zuEv0o-d;yI>qO$@8$WE$>u#uW^7{)L1804L@#C~$1Sj3IlAA9=+zRn#q?g#l?4Wi2
z9CK-tH|hkOva9y*4UWFV^f(5LV85Aq+)(v6_&UB-;T+tu@q*;|HUX#2>UNh_J2_g3
z3Pm-#s|=-394sQ_@y22%sn~HY<@i>GXKOr++-vRJX)iae7H}K!SQ|iWx>Pu0>Rf$x
zTKR?n=cjQ)y8KdeV8Cs~AiIfysPHma)<#P6O@}V)+pf2g6w(3rQ4+!ND&dJLoQg*Z
z8l2vS*S%Aoc>dODw~R0yUJG=g^7(Y;^YqiO?y_M11Hxd-un!)deK83+)lM^XDU{0f
zCgE*uypfcVkErorC!!J+&Y(4~E-JOBZov7W!J?1qt{rMR`HZ3xJwl0AJq;XerZPa2
z#oXbD;bzE_a?!`nta<VgGifGEG@FFsSgB#$CQPO!U`XDn^v$kws$7R*?`3rexJ?;k
z2Z0bO=c?lGx6PafeR}h&10Oke`NIJiXcX_!;^Y-7H=>*p9ia?$8Ds&v$`{*Nomc(5
zsV#*2oyV&68(-sLGgOM?(^nj3iYJtwnz3U5R0;ioi*Uvn14fwg1;W{w;Nw;E%r?ar
z_bR%z&X9of%huV;u6+zN({n}ScAw&HS>acg@fN(`KS$G(nvtKMGb?>sQARGVS@~*d
z7V#(*&W;~9KKJ9M)&ZxI`^~xc6UjHi8$b*gX`q$bBzXGI)4;J?c2E1cG4jmb(dOO`
z?VhF_iB<y^j5Lr&4W!^!Ib%W|E-`X~6xI{(UP=py3eSK9J(-0h^g~Uo?o_n~_f6G<
zX71}_Tr4EgJ|S_Js#WMxrZrVKuUxa>Kyp8<+Oj>IgS)yT=Z<ca2;x4?GZX_}@YkcA
zDw#W(iAz=tu4FPX>~l0Za-8P;H}t~aGmM*lJ`arGZbV#tF>{v^k>pP9Bz=78jcrq#
z1e|KwO`h7(l2)WQAM~?2vDh$z^G3pX3FA~Nm=>VZVM><)y$X>|VE&a4_PJ&7!@%h+
zVY5Ch7{R%ga9+wd8_Qx9Bjd$aE&p-nm8AH4IAg#F&K4L;D23^Y9mS!WFz}69=u~*I
zAJDCj1=H`^^mlc1`7-K4Tr3zt-<3$!oV#pr1_ySno%>mpfYWc|^pvFED63bCNSqdo
z;2cCa>oHDR*Qz7V;_~-CF!HBM0#2_9O*8tpC(`<HDgj`@2+pyDvt=Ys_U{MIvRl#~
zZaK;~T}BXEFoN?zA}zhU0+H`!(NwdnIN_m$#S5<Z4Nr8eY?gb=isU-zu3u6|hY{4Y
zhq>gs8@A`MwE-gP=<acI2Bb~~PLE^FZp<!WIK$6<s9j#`R+k0b%N6B)yV#I--`}ya
zuzA2)@x<gA*NvNGL_2L1?vvcC+4V+V`#rY1K>=rWzn8kLC^r$!KBg9*52pnqLs1UJ
zt(o#>yZ<cxP^D!*bqF|@9DTjYFPrZ*Lx}++ICoJ$+eYFH4y*OW$+6u7PP-dUy_Ng^
zUBGFn85WG-EFqlj70zH5gqJFu%%+>-o=?LTRCexj>F+nb6FA!tOk6A&!ATJ=ZU@F$
z8dDmi!kPB*!Mm?%J3Qd*44k@n;JmrO*^Y6>fDxSJcpa*eTZB8yU}ic3DO~jeNk)#|
zI@L<xL(&g;bw<A<tp#%i)lbE>KP8<;W+9Jv<9OeVURfHan{n^#T0&Z~`vU$${I=vn
z9$BWJ&jTYksYC8c6k!8kpLy75B=dkC09{XqD(2uOxF|n8-^H2CEhL{QB`Q?^t-8_{
z)pcKrY>T5W@#a(exoz7{eYO%Nq$LIyhSP!(oE_mW6RMyT<bv#JMaV>mLrd^Q2rgAP
z2Rr>f`So@%y>@MI+nF0veS73t)O4>@Q}3>&{gMhvDeonT`Hj4-m4bRr1p}^>9xA--
zhIkKd{k)u4XFStb^x1I$4^^a8%0_V~kCM8y%TVFvOoFAhb*FD;?y6JI2!b@~8UB#`
zIgU5KRN=J9n7Uxm?^s|7J69E7R@tW_HJ05<AF<`E-OTI#t%5SnJw}72!f6y}{=<7|
zh$+_}8vJh`csc4Z70$Mo=GHhALb^zPTqH5zUcoEpFIrtxIO~!(^?RofLQ;QdjJ4<)
zDK)0JV0D@uDx8r&EO2LEf|UFELxbOMz<ml2hclJvCsIquw_Q!nFFtT%nY8Z3HTc5v
z(itD)vQhAD?Pv0~VBc=QgJjcGh12zcuU=U4N_B9S_o1=(CQk8&dI88Bq{1njTqpVM
zzb*{OhX%hWMZlFV%nC6F9{-c(=nvueZZtQYSgbXt-caHBDPuFe^QIeXwi(qMtEe{f
zwmISO!2^*599{EUnwHRXU+PlfbRK`^%l2b%#>(IMPLDTl>mvMIArbtXf_tQ_qRea(
ze5A?5x%4WzDm?d87>~BTSoXsGUp0}MJ*Z}79H^0eKzRa9&7O*!&a@a*>TfE{6F6*~
zyijU?Pt@^Nso`^Risd1Fqwb;<CyW4fLP>Px<+yo8lqfwohKNLk^Wx}T*Q88@Wk7$3
z!d#yiXak9+I9EN&MTI<DFCQyBej7+r%;3S&gq{lTVhqV=`Ks&})2mT5XKEDjDvpAK
zDYQS6I5tUl8c}zwQS<8dc@Ma&xyMHM%GpwX2-}RIF05tYYvx;CPSqdMg*KEFzXqlk
z6j?&EOohB*Egza9mr#!t`Z#wi7*7=rWBn>kJ~Y#x@qwFZwFkI{2dEtCsgRkF4;f$<
z%{=lU<l?=Z^o)sM0c>d|43}+QyLI^TZYc7dd4a@$5#&<|dFrH$0zA5k^heovP&UIQ
zRelM{UMj>vPCmqx6=Q&!e2a*oHuGS65=tsWipz)eC!c21v!v4vM6f{|;17TCUc0T&
zw1tYg;`qzuj*Nj2@T_S@2rzH%NOMvT9j$-h?lA#v95c=G8TM5ZLZo}ymv}-My5mZw
zQ!kfNFIN|)UD<yjZe$<oxAv8Lz8@)T_j9a#58R!D{;5K4P#nG|C@tVu5l=977KDG&
zgmY>aSo`;l`o8UljfM&M1|PV(rBn77$pjNB9&qm03fBcR$5kdF?qP3CeW$`ZuERw@
z3x7S-B{U%n9vp_n&CfIcGb=If_jsJRO9q67f8A(|bmjz!DGz)o2?Q$4OM$1{)qTg^
zaGBZS3y7Z*U{F9ZE$C12Zd;-c6^{1dln+^wWJhrqGm})IAyDDy#8~p7hcJ=|^Z|o!
zBXBC@_Fg_T_+JG6Kg%2qUWP`jE>hy$4%9I!yj=jvOIbp1Ga_(0aV(_>!C*<a2D{Ph
z4n3VP^2yOKB;LCDjoT8>wpDjaN|1j-+Xf{vh5rKV=e*q*L8l{|y%Y31vRSvFe(mH@
z8yhl9mN(M8_o$ADT6c9t15O;lY{B5L>1&&Jvoh`i`t=?Zr|MnFFFMz6icFPF>*r0Z
z-xS@$$ArlUBQ2oE-TILTq{0!^_1M|(A8PV#n}A!Fh!7V%1bG@HmpA9Zk8bL_`9_$O
z$CvxK<~1Q7o6I7j)$oW$?f1sFbH}coufDPv(eL`B7~NAuGw^Y~)InAhr=G)Zw4Oa$
zMGoF~8Kc2x5;#wJ$q4GrE|A%AYJb^3aRxLM{UoIZUr0;H!mcSQq!pQV6Rn9VG~+Hb
zdE__EqG!9=Rb>e^M};Q}x8wSF+u!G^CnC3!ZZDZ;eh<%lPlBgH5~j;LUT$|x3#P~n
zSoB1;Z~bJLwkvfhacH)aJ(E%lgLO?U-eKY4tv{k%wCJA%Mh0sX@_3&@E^A-=O^A)b
za6U&y?lZ}#^l{0&tR~y8zB`v@?;?g$bK>_;VFH9jeC>{;qXi>4?;)H@_Ic)Gbqr*I
zid<CsL*~isUH)UE1`~L}|0Ln>Mw8~>Zh48W)YpoLC((RBe5CoH1@QqDvMbAn2A@g0
zlqbl{>{_ab22b?Ky-08f3@tgN_w&%3P=(RiZr;dXR^cRzjW}5mmXH33!bbWhff4M_
z`Dkx?W391b_uo99F<=DeV(M|3Zn@!6q7vq!Kce(g|0F4G1m_yUSr$0EA@s?=ikMzL
zVG{+d1tVzJ5!yJQ9r0g8`a1WuFmGxwGYVR4BHW=jph8+#tNJH_k-i=!v<WJNDKY{#
z%6wUfEf_&;4(svioX&^!FLsPh>U$cdNcQZel<SL_2aK_UkNvofJ5>A89p$H|1l*Sy
zWGE^8R5;lejk~(^EaV<w1NGlVHlD(G_zdLTv?=?EJQs1a=eiboue2~KXe8?)_K3wJ
z9>sf|n>9D6>^y}VYN!3ccAcIp7jWNTkh#<|rRmja-1Fqz>ZPIVUj4vNr_!1m<;qxg
z{5_ldR@$wlOF`A>bGYlnyBAY%wWl1Lp0SWa_NO;;3O^n^t#-iO7}+y@9(USZGJoI5
zJre`^5N3L|tkzYDH=e>h#D+7U-ST()X{Kilu!G`q8EOM;XW8mKMsS#+HrtPX)A{&*
z1BY2NV!;R_m?N7vZt9XZ|9D9G{^y^Z{oup6t8M0K3$1BC_s(pl_slOoc)@Sr{rGu5
zg1diKyU*IRc^>#}y0UOb=Dm4$&N^MA#@RIYO{Qx{lFw8)5}#E5r&<#yUD-fX>!qZZ
zdc9QQoTkf@;xN{9IdjvGZx&w@aJ{3VdfR9Tfh;`IX6e~?!QJN?EbUt6zTsvXjNapa
z5=_)2oiQZJKx7xx7Bjsqbf#Wf%8qEM?21!jR*yMK`DvN3@xnoO=D|qx@7<%yPii*`
zwDbhGnI8*A=I1)%u1ey%Faa-QgT=@{R2~1+`s6zyw6G&{=Lhv?OhXGEhtbcxvMd;B
zfl?xP7HHo~UPm0~j#a0y60bXZ!<f~>%P9^s>T=!lzlA(Cm`mESc@)e-B~2UU6TWFU
zI;g@}oj%?_`qzwBB;~AAy$)@Wq?K;_IHdu$#$W1v9%tbGr*f`ujj&htPpE8IWg?B3
z!e~H6MIlAS32jHTzH|kw$|JvhdBc&Xu8g2!bQl>5+0xusX#x0go?AI}&+zdLaTNNh
z*JDe^!U-g7W)w~fMsSjq&3%n=?m%~4Dx9qw-oER^F<dWRHLAf?`}@#yNU!k1ivc4z
zUD1r<)ir`!o0e7eFALK4-;azTH?Dkn*fklj*XuPfjo`fl=XByGD!gafKGa6r57RXH
z6$m|R<#`Ds66f`&#x8nkXR0B;K^d=Jz+#j-5001am2OQx<YAc|MBF(Zt+wZa(Q&B(
zcRPa^Y0pw=i7^SeI~asI<+h`vnND2jZRbg*XGU%Gv|c5}c)??^I@dog9zg`~xRP{A
zGqzxa;4_GTo~ElrT~DG8Tdub1mx$?cy1kJ@VY&1?9FjfnT0JM(B$vEHkr}ywx9Cy(
z=K~$!f)a|v$a^#Ln`p5pz5Gk*N8Ocl0S6nblCwpBMA47*PhqLp)Y)}529L0G#K!j_
z%WW8D>978Xf?5A0!HCk~<%GE$VWw9v{5`gmswj9Z7{R-NrVGTtI##zId<Bv-@y@rZ
z4<3aJ+lN!jWhIe>eMAx0=Rb95P3?adU5^*sYn{w!*70xbUVN2Yawl=#&j5F>J>F<Z
zosTXKI49B<)qG`N*MN6T>3chwGr&>qp3l3z{=s8q<+gb{ST0C~Q))owwl_-mhnvNO
z?=O10Qf5H!{U0itxJWM-%%Rs6%t48jc)TLP1K*S8b|vu_=l&UozER=yd%yME24$=1
zzO@LrA4g{&oR0O&FG4kH+5Ls!{hO~G9ZaM>rALg?v$bhq&jc&p*+Dp!?J7Pvj0R7I
zb7I~{g(vIdN<x1WYjti3k(mmyLdb_!=h^~;ONAtTmJfG5&nNkx2dR*UPvt{KOJ*#6
z;5KJ?2^H3F4<PK4DHu5q7_H8Q=6YvxW7T2-1|>)vb){KjdX4v)UMn5E{N=+h;>zlm
z@hLkln${4k>8TgSJZr%S&fjS$o^&!p5eFIGW)bM_ei_LO))I1mIxmPm>}iQ)Mk~sc
zwyH?aj#JM(r*1Q~ED&JT(2+}`_#Pv8PbkKK7yJg^&$8lV&a;WvGF-}v7RIs`jNn{@
zK0w@wQ>R}nX;O;uDvDULU<C7N!kjGmJ(O>P5z?9%hAQ?U)`Ah-!;^r!BEs%65Kb2L
zEUV|w+cBR2RjjkD1ta)J5q`Y6rSSL4%^Ey$B)$IPCk|KknOe@<fDc9*7)uRQ_8LIe
zD!1^z-o$unB2jgIKoHN+`#W!~geaZ2V5IX|ggHqtM>Bf(#vBE;MLR(~iBKmi)QFOe
zj1RQx{jYH65blaT+!k5>Z}{^Ge`*B&|0Zz?sR5qR|1vwy1ZMXs9B0C~<o`yFIn>+u
z-bJ%#hg<OE(p-N;nMD1Qcd%M#4y<LMNaBS<7pZ-+Bc7nQ7&Z!G3r0AvG9gaYh-1i<
z|CF_j>q)%N^<>SE)ctY&YXzKD8JAUf=C?-X3}HNutL{C1W#~b;r@Xaz_>zquRuyxQ
z0U7w=CAYOIjo>A|hO1%@2*#x#-ldyN_Uq`jp>)z;f5H#>^WX2xzW1u8Xx6iADV*xc
z(}EFN8NUEO&I=wYI?}u~hI03hV}Ho%nh%_wV}QYF!3a)sbMMFb+4c$Lx}3w%chwkr
zxZ{R?!0DN6%vNH}se6F;KXVG>6f6j=S~tBz;JO6}Pw>n%>b0Lg=!_~4tloN{;n0?c
z`WgzhqqECfgwpRdAqNxvAxD0brc(dpSr}ItHa2z|52re|$*T<9O@25}X_jlL51w7e
z=w_l?=vO?nZl=1RPI+3hbJ%e>&J4@kbNdP2VrtV;>&n#+I7^o2j2d<wrLy&OGc$=6
zj7*}r>-Emb%3EX1g;RU}cr&c1`r*=IeZo~99qR0D!3fULG<5Isu{m^Qej|rd%IwsS
z;_bx#{u$4D3>d+gPB=Xs()c8Z4#}s0UFI%lufY3b-<a{>prAjrvS?;VIDlp8cEbVY
zMC|7(N#;1NMoF(<=lD2aA9cYxK?{DZm1^D3XvTch#YNo}_m5xs_&Og4R0m2t?(Sx1
zXU!U#ou92<GBfK+xJ!RTk*E46@3hNrL@JJT33=*}yaK%NR)CaCQ5vuoZj=Tr7@0%k
zn-}l%&8yYugX6_Da4D@5l!~Lg(Xe?gaDk#t8n#z<^~A9i0!QEts*@yZL&hSS2G2b~
zxqDFI8JFM@sOw2DA18R_qUD)C6}-fK{WEp&!o5dYVwJtl+-rI%rz*WPw1nP4i$L8y
zFvFsk{a21TF!kz|W^tQt`kRe==7r4uy%2WY@XM(gP0P~VgLkoDniYkfee=u6#e!*;
z<ByQ;dex}4H6QuQcd=lM<o;&m<;k%x4orCGjcd{DCLXPd+*NW)A6}eB7cKj=!t$X3
zE$2<ogdokDtuFPi^5sQ{s~cxU5G@Ct8FfFJHtweph9ED}Ja|Ifuy_;=$FtkUfRVX1
zLfIQFxj=cTj3JpCrhHI!!uO{knY=@_8H#YAz8uhkTOBid5*mHn_JZPkUVO&m$WLVE
zWrSP2aATLc?S@cldrxp1uOtgbhO&pq;|W<Ky?AxQoTooT$i{#XoJMGR7v{7pdFQe1
zY0fvTFIrXa#os|5?-XvxBL_bXqXnx0(eh3*WlOV0P<p3is$|Him!6!G6;2wD4I?<e
z0eSG;V|rG0PI@}jfbYmELxor8TWubpx7zMw-Zs*K8Q157poNL?u=WS=vrLD7tp1R0
zETnG4pU*BC<~U&;cF!-V_Y>B*{@K~##!gG}{;#C-4}>&nK*sE7I}5Y_e|p<)ysZ6Z
z5GEEZeOiDO+aZr~tkA&jM?6<%wewuT7_V7gi2nyhq$Rn57b<CZQKVzQ2u|bd=0BZt
z?_l%R_Bm0c4NeP2a2lUhKTheVrhTzifelUzMsSudkFk6HI+5_c<ekM@jKzQvoW>K<
z-%nvvmH|7ko;)#Ta9S{e^J40!C&mnX6e;iNiZNgW=cR<x(-mXD7i$?614eL`@ajPL
zN;h0G<c3?8#0ITDqAWc9lkMWt0^JQ&8z899XMhtT>W?U`=$~xuZXOYZ?;L!FUGdV;
zAI0ugUSP(stA7%g4k60zg!57eVhC6R&#$>7kBa^fhKK<pIOh^IDh`2@L*CSUN=MTJ
z8H>V<9K!VaBMKe#Phy=H{3e9M?{p?wy!Ia{c3)&V7`5Dj5uEd>&j~|xP?LXk$O%P%
zMCq*lDJ&nIQpw*W#PLJiqW`Kj(1fML`@&LgYhC&B=FcFuuj+`z@l^-W)wCDiW<pmi
z7$L!z#0uU;$~bJZK`NZK*L<9jaP?&Yr^lb8HxEvxv#F=PE(O=H7r4H+@!q^FE$S;>
z8uQID>)eQq-?V7&;#WUv7|<6f<*6kqJf#A+UNeXP{L1U~uQ7V$3F;X$X>b``yinnM
z_SMPuUq90{ARn4ZW5LL1x2ky=nvv^-v!>pq#BDRmY+EpbHMIh<5w03-eL>Vu{SgJR
z{>k<r>qdyn56jMQGbeR}Yez()6>G6XL2kiFuT9iayb4(2sHOgUCLRx5ghT}V4pD2&
zychIpV&I1UHt68I9*BV(Rr}*JlT+%8=MKf@xvSLr3sQ`%Dx99L&q+S>2lQoa&5$mb
zs2YDBf`?0Q+4XWJ{37@PNks5z{~~iW#7@@x;iXpm_xkk5+sZYkaZ-ybSw@VgY#!{V
z0w<WNyK2oFlz{t7?+^$UEaj31kqJl|U*Uz_UuD-4jOJV!=NbiHy9_xM){OXi&hVB3
zZj=|l$FWQUPxcdO`iL31he1{2z2JFcz%Y@Bell%J81_*AgB=m|y}U4aL-&GcWZHfD
zy?-yh4jxehH<h_ExZjnTBF`cBdzO?HY1R~(`1pumzMJd5I;p=iP0XK$Ok%v-nR;W3
z#jTxyTME^21!hPi7ScYAlUn?I7FaCZPjo81?`iv`A&36O%L2j=r77V`k(N5JNlAGX
zT^W3L+HJK<K@3*UJ=yo_+2l!e3FZ|&Gh8Fd>^|L)U%zqksDM5lZ@~cBD{bZFm;Cj1
z!%KC1=Wsb4w<Hi1@{si1mX)8cO+^TQ-jzN3&g~V@R#4?dLajMMg51AfOg+8gS|inr
zkGyxJq$9Q1J{*1vud?a<68y{;*KCKw<^P!#M|TaJ0RNUxdH#A52o-WG?4`HbpQg{l
zhOEqp&?NO4-#zWyFIDHokg2T?vR+Nll0T)7w&BUme-z4FFoM&>-FVEcX7k(wCx2<u
z7SWBpFZkux@1{{;lc$`jcv@x1uwVq|%fumR<V_GCoJDeo3g@lIX8hPH4O<N>yaRxf
zZPT$}1g8mqfg?Sv`y~$$#nan-*|O0K2!+~vG|qWAt)}sfDot+Vo^O;&+(d;uyDT5t
zH%ft&0grjw8r&=SC7K$BcMQsSmq1;Ga#fGelpimL;l9(t@0UNYp6>WP-zb2Ta;Y#+
zOtSlr5pKrgD^7V@u^iyj+g~svtK3Hw#FffeaM@_`Nt&bI!xKUoe|dkPgHBBDu#N3l
z8r{t=pbp-H;#3Tm!GfZx<T7Z2m@QP&bOO=ba#+v~DH6CM4hv@G$mY)8zQ3lqXLwmG
zp)OJ(M?~)(#$SzmHgPE4vQXw19boAkEnIYFM@3rG|M(UxElIIEh{~;FRgBEyM?sNV
zK%<e-_9E>dVVDHL`y8|M;+9n&MKiEq1hENFj`sy9U$LlG-8DPlPF?nmCkNaztqI0c
zn;mux8Rdm8?FQkcZz#zkGFHP*;cU7sYyEADYQT$I`HR<y;^xG$Fz^oKTbf_e+;vPi
zlXru+A=p=SI#X@vX+|udoQ?dsR+*s@rKZoiGFAickB`xo4QJwjEw!B8M{zdxoRiF0
zEf~RRBGUX~QkxhY{o-b^7T_(2I8?~(m7|X{T7Vl6F~_l+-rh9Z5}*|b?-2E_;naRa
zovV~!{QqdX?!c;wrLU4u5+F21uz(8ohP~zr1O%m-P<%f18j_onBS~&NNr1q!K6?Xu
z_wmH?feo>vA{Ojo0W8=4tYE=juzmB}Jv*n&-Yf5t_Xo#g&fMS5&d$#6&d$!Rx*etV
zMw4*P$syaE_~&_@kw4~sEpU9!Lc_InLY*$K4<?8($cQ0h81-CezM1hnU1|b}g4!~P
zxnz#4hMEKf`%2+y7W<TVzrpu-S`bZcFRsWbsK|zx%@lf*VP5gzL5*K#dKYTp1eiRi
zniu1l43bIeW(x<!`m>V&#Y_!3kjC^cm<rXo{Vy}jfs`41pg&MciLw!@6z&azghkMo
zM3CuFk!lvFmb7Fkpx?Y?wJ0GP#{H+kEpuz40hv6_GcOig^GP~Kt^+Qaz~+(2l^pRl
zum{q-Sb)tZ8T{}NfQtyYqP1S|%w5pDSfI@(f5Ym*pbrKK4hlWBDSmzdso7zjYQE|4
zf5Q^aeQzFlPV2<UHtVX57agvj+x5)LQXkT`jIfL2p1bkPeKw%Uz+pcvd!oAVFf)T+
zH559uIePnVR~&WI{6}epx1jd)XZCC@<8^!BM!)T#Qx{a+Mw8%{Pj}sQ?VTeM-X?J!
z(!LK`fEi<LOvVRP8xIfvjM1(M=bo*Pzu~1rb&h4#d4t2#g<fCuG&~%=*>q6Cx$?ee
zzkT%P5hMbC&X<FRRqSn}3KJUK*rh9?nJw)lXc&0Q5>kbNiYabeI_<XxXt5uTCZeN^
z8SxGHjWqm-T?RqJ3~vi;T+oP6H(<AAWYmrT@8W}70>?C4biUraWMw@>!>sQb7K@0y
zGLZRU?@!pqk*dxNsb#;;7e=Qsb#K6V5<mJm2MzNZ93~I@4!Q4}C=-jfUeGXRIrvnW
zA;Os2W``{QOmB%Eh6ZFG9T;;0Fnxz_P%nLAf*ij35DuNJHXSYp4P#aTQ+Vrn1UC9<
z@zx6(#;gIR3cZkZk3@s{akufhhiDjc55ml}x2UQX=^`_j{+FjaUBGr2<<htl3%FfB
zHEjfLC(SO6Kanxb$TUB@a1De@b{zAYV4|iQ<9)hOTTOL8ASLi;COK$WxVHfFTC(1>
z(jL%*R@!(tBm3?<`<yjn$u;G_7$>5O`%KltDSzen!OxyUE@ty$R;?=f2@gM$0xhn!
zw{OFQ$;5aYR2~n1bfsuK-Jd8!l}P)?=M2q@nL;90qj$6JL_sn|lVyO@4VdhEqv1%v
z!}m*)LsL5_dnUZA6^grzylU#<tQorh&b9X*nBW(a7ce-fp-)dzLQM0*LS3a)0C^Fn
z)zVH1HP=oUB=K-gx#a%(9R|@+Q}cp#^ll^y7b!ix8+CPpG@aLf-{;otAM8ruivEjP
zC|!cu-=fK1fIRVV^f@;=7iV6WseQT;%`x;NYU!%(R30AAIsG?1VgUKKoX59l*X5#J
zE6IHNhmHex@lIooI_A5vba-U&;`g37<&^#jlT0+orn+eQu0x!&sTob0N|_Y1Uzbrm
z|NaTB__V{JAQ8z&iT3jaNyk4L_d9t1@z<4@yvJ@Gnhp=A<oj`Nop}TW-6bwL^7dQq
z+CCxk3l=@z*lDw0Xoq3=$hpV7KY9<dKy|xP<<-NV^N{Pc>Xfpc+fN?M=WuYG%*Dg`
zbH*8kKea1OIOm@E+KMMW7|#CTV@Qsf_NnQOlsSZE<u{?#@Niak{C(6T4HPJ90##Y`
z_=&eYW?+ROdJ|;k+%l^FTc4G~?<4XTo5?zd%9!p!EN<Z8!NDPp-mIY`;YdqKoDBd8
z9{#F>Y^!nGM)DUc(d#KXUHkF$Q{IMKcIXv2ttwT0E1Q!kwfPzt6|+POg%JqDBWPGA
zSD}xzuSmCev83f<zt%DV5i|@t1ELl-Qcrd%`fFOnz=2mT{nKV61r1|f00|UP;=~4>
zqKsNGm}=iYZQ&uuol7b9mR{C%(1W*iv9+R>0%fu~|KTHEzPK(^YFaVqx8}f;v)8c&
zuWy?S9b3Ewr59J#r788K%8(W*{^B*a&n<l7qteiY%0h|ss6)Y*T5OM7iZ_R&<yP}F
z6kjm1p(ah`1}e3FBiRE0-I($$rYPH@s#LOuVk%qc(jzJ*P%%sBs!%aO!|nDSmEsLm
z&XN$OUMP@1P6teHMhzw~1r1|<56(MOP|~u7*m_kg$}M^;Xbf(a`yJjne$etG++@Pp
z@`!&gdhq9&#H+Y)M9=`U664Kp)b}%m*v5}$#V}TY&4GneLBpsEfZAhZLzPFT3g{Nr
zx?v4SxgTA;i;7x`5HwuG_3<LgC@8^RL}<d8wTKW67l8>f)>vMuvVM|>Nnk|1HE*FG
z{#W3$Lg3}8%C_ZPdA5#IGqzBF<X#XgS;m7VJPZgLmWJxr1BvU15O~k$?LY5(XVDQw
zHtiEMz<iRBvRt8~{mPWU^vwg_*>Z=cFS20@8el#R%qFO{Z`}i1q#G+!>U?~7yQ`~K
zY(SWw#Op3-7!&alUJdBO_KgQF^D@&rf`;3OJk2K#j%LhJm=t`eERTBt<}P?Rdn|kJ
z^dSYKD981Y!}ofA&HKz}E*i!}%7sj!8V4erik@nzy`W*#PrzwQL9F)1S?k=i*~3Mr
z|GX1%D*P9MhB4LRQ)pB3X%~I_)i$)1?Ues=L2AKlTgwX?U_OhMR|Br!@`1;dcRF<v
z!5?W{{|r*MYP}iY=e6@z0a7`-6l9oOi;9CIS17-qV&QB2$XAqr1??yQjCSb#j1(3Y
z_|6oQ#njt}%8hVo);7G9=bHDR#_>K^x)kc~?Cvsth?!Kar@>*Md*NycddA1~Dc)Cc
zd>-F*$HC?A2o8zxENB>WaY+A>O~J*(xdX|Fdml%8t#ca>E_(ev(g2OAK4+m}%vT9B
z(-n)Vs&qpQ?!Asp9Q72ILa=kNENB=Wxh*n1aJrWk?J5q4!pbP?ZKSUWN4BM32pTTJ
z-Y>Mmy<6%GduQ^S+r4$TtzQTl!d$y+{8HN{8pd`(0_#dA)pRs&pQ%nYADyDy=S{fa
z7Mq%xqLB@aEzRWqYmNp`u}jCiSZZcI`CABcRM$9wv_i#`Wx9@{u&fp;d$?N{A5V>z
zvNzoVFK8e*1+UtsGunfWxwbX$$kUVQJi4-~mOQNzTr1PnMyuBSbhP5UKa{oyl$Kf{
zSw&KJ(w?hkxq*vL8>YufISdhf`AhU=)sK|PDNsR9I?_qdv!HfV#hD%DQSOvfolAFs
zM}uZf_Xzb9VcZ1`7Xg+s-T4&!P+g_yxz+WPnHt!|@SzPD?Eq^_NhyouR9Mh}>*paz
zWxGjJG03Zvba*&(2A(wYf}Rv6@#ECX{>&6pRvMy@4L9LL8yqvS_S%Pz*=_VU$Vs{!
z@JRBh=OtmA%Zqm{kLN)C2FSbQCfDuz3KFEg6J<V}eo@cn-l0@*dllbv;Eg{6{d173
zJQ%93VP?2RwS9UT<VwfX48SK>hm7!W+TXBUs(dINh0_;DZK(VKN|Y-3vOf$4dqrkt
z%S+su-fBG(2ScT1AvCF`3M%paM2(?GR>^V5V@@0^@dX@&8%OvAh+K*9WJufZL_r00
z<4`6J^Wq&sLZI<2=$E_&ZeCcO`V(ZPut{4{_lK=$gu}z>dv<Eivu+$tSz`Q`ncf#l
z3ho0WRQ2E_%KYN3(Imk@smtq_@H6>zgzrhICB{H+Kh5U=v^5@bQ<-Y6<oZ1U>uG2~
zD4f&iOIUG~T-8iK%~}iG?WsxB!_SLEPC1<*sSqKEZ=vk3z>H76Ey(e3PWjgf9~?5G
zJ^45N7jJ}`H@oAAZS`;t&kVim`I{*|)Vxsjpt<grBqVR7s$PiSorcU=_11oL)vI|S
z29)NiwC_FxN6@<5#ltyo*=N7+T|#k$=7n1gHxqiJsOiW98br6AaoL@X`|d)ye81fM
z!2ypPdz^{@13RmpL@j;%9Q2HjP%W=s<Nwr!_`$<jc;nkAUO0<9tY4k{R>M2n|C<cg
zXkEn|G>nO^k=d+9ji||KZgVZU;hZ{`67$!kaBnfv<p;c7@x`8x?{n}alq;?_ar^H-
zUruEm78j?W;j*YG+8XqyK$h8$?kO*uF7q<Y3B|x6Xc%4jx&~4akr|b-b$-AMg_TLO
zE@*(c42`2W?l!EcDm&Ar?{Zcw3)6yz3sA;DFs&!P<aE=Q23e<Uf(Do`gXs$D4`vao
zPM@o2GtPb%EMjrRPGrKZg-h`nCMOs5ge8Dfv8~k5QF5N_n)(s>2Ox*o<Z#90W`yv{
zl<tI99UL;X_~NT~zH#BF7(|pUQ1?Oz26)T~4S*kJXMo8~q!pomoSmHc4OQ<`klUrf
zs}(a#;0EbW@-PcKxSl*bY&Xo7YY#xsXlCpP29ZOx$bvyn7aQ6u_eN-vU?}1xr+Hz{
z&{CPAhSc<CTwj1GyIb*S0VT_#hx6Q}OYdHE-jW2r@L+S!wPbwoaIP4+<yA-Scu|61
zyu(%L?)_xk)Wf;vi?zo!uedb9FWx9kvMWgNaIWh6+mV~^aCw4Xj7|Ues*N^q@o*-u
zT-sx1mxZ+N<iBtoaP~+i39oALJn|T->vif<4OE#ys0<#?TLX{V@rxtLa+w#d%;~5M
z9?sAc>i%=i(rP-?;=h>6+yzeYaOze~z2@ypodmy_%IpjhJe=Jwy`{r($4;SR@BWLa
z%*&_@9?l=Lj=B5hCr+pP%KaCv4BQa3N=#Rqg^0gyh}bl(n0cHrRp!BNa@ek#WU>}J
zDQLj<D^O@VrtZyT#>^EA7ED0{%-Eba>^I}H*k(d#*7zYSB4`*hm<Wb3d1j~k(mgar
z4Ap&T04j$EAMW#a*6&ek)7T^^JW>w&Y}qkKe}8hqxoO~><p=*p*Qy&|L@=5P8s-z1
zD`h&5qMO7T23ZD5y^^II2j;~x=9o`R!{GLTlIedqZEVxGTeq{Ve*_IMV=E3R*jG#a
zj4r>BV1@gP9lR!D7nmy{_xE8osU4yNy1sgnw%VS%chbsJC-2CD4Jm-2VNA6cFBv^#
zXhk*`j2<NNSdS~7UjyS}JTL$7(sbR<wE5ZRzRj=ib*=RpZ9&7b4VEL}L)JWL(bnK~
zlC8fW3Y3-yJTtJ%5!b{!`#$F7O0QLu+WmqWGPK6xC2c@27g-^CuGT^{ukZ_I#}E97
z>xLh!HVWNdSRLWv&_H+hN0-w$(9&(k?Pfo76RD5CJjy}CJgZAQ)cPolsgJu+z@&MZ
zX$Fn}(|lqY#w0P&7(8M8@ck@3U5jIp@eZwf2$E_-yIJO$;L_)pKX}8XhuC_$paHvY
zLb>gj=Fo;81dU5k#YUo_0cLD=7q%W|)ZpkIi}esRjA`#RJfSk7vX)-M^F9**?%@it
z$V8dF-6oqA7aJ^E!=u4%L!V7tICy@-`M%e?=emb44zw;94FnBiVn>c*jSm}HVbKsX
zm*wLpma#z4Ftoijwd;pYl3hG^&44!=kg!&?rl29rwR^0i%ebYgd0GwK=>oU0YA9hc
zwc<z2uwX&Zpjz)hNx#O!A3B0_-g>B^y+M5$>;_aVu>>+x0Jeu-MZEF#DEJ_42ktp*
z;a)etR_cw9lkkkf=!aAxO+ra^_3DC-X-tfx==#kM*2CVUIEgXr{`}<CQV$o)MRb)(
z^vlc2!Ye7ATtHItJ#E2iq4>srwZ|ps#sRJ5Kd97O4@00qmy&)ls)*4tDKYLYy4O8y
zkr;DnCbwoZ3l2K*h-bFD=K1Es&X-w+`S*6dWDzhowrNr+V8ae4N6jH%W2{*Xl|x85
zcnaPBqbZ$wI1i4ye#=u@A4xc?hxT4^{|nCr#vlg`V`A}{*<>^&TXl!DHm9;XCd^{b
zkHT0?CRun>1PvEspUCKpJrrnU?y#~L20;VN_n<%RFyfPXVnP@6N{%qnqW)AJ{8RM3
znO=_g+$$EqjjhNZ36TfuW3HlBpU0SdQ??OdbZ&2>5(d2sypf9eFgc@Z{Z%)FDrR1=
zlCw_gVxDGZda}<ZjBa?~CS*}6&GNf0h7b=AKD@>+Go>@Yh=DhQOa+713GV`M*EKK9
zg1YF_SMF2Rw%fqP!@2nDO<V7I;j)Bt=IbB5x5Z1i!rS*y2kY#YUQPaT@UOH&PVIR2
zPgnjiB_S8lr@VBJ+x<t6E|BQf>zs<8yo6jtFF5_r#k2dJM`4(6mp}6P*5|1m1SNYM
zBg~XIX@nG}Tb$Ztb!BrUc>``l7sSK)^|(HpEqb$Gf?r5b+KZfnhHH*nlrx*6=asol
zlp1$(OEaA)8Qf4=*V^PFz$}=7vpSg<OD8m+BBz&P9UzQp%#3fKmr}<TMqkhv=2x9S
zYM<#dY{Jm-lm3!>Z6E0@xOuT~Z$2@NDai}^V|d+Sh5$cZ*Gt5`7(RJ0(BMy6Ot%&q
z=R?!k4wcXl8J_8cEm6u7t@hW0ct7rc<^?;U>Q{j_7l>Fs+7vYOTsed$D={8k{+D8m
z@p_BR5(^qGDX>#vC19m7&dHf_*cCL4xgkdWTFex}2T+A+nCZEo31>(UG>nND<xJm0
zhwQQEpgsP_A_;79SR_2@G82)RayS<>%>FWRh8vO0!O(yQkNW(=BFRC+nA<@ln+|cE
zz5mAo2}YZ+K+Krrcg+=~cVZ<YXqfpwLOK!*r@BW{tgm@tf#jeun5&kMOf#EeCG(d8
z(Tq{{H}hh#J?0bBn1Z}uJe2~W{SDnSo+g2a1%Sp3(J*Ezq#<Qgk?@VYkrle%X>!mQ
z%vD%YD>HJ~xc{+4>?=JT>_DEWA5ZT3-N%Ksww0csA@2W+mEIK3tn}b~lg=?QfLP{~
zf(9(?xo(S1I;lby$?%|@iej}X6v@JapaBnq){TeBWC9Ea<!vj4-PetS<J~61fPKL&
zs<)0J@IFPisD!alv*YksuV*38nM9B<K%&2yc_pX(r1>ZyS3Q6(rXa&pV)pGDBag16
zSQtpg)~sfO5uX!In3tJer5@7)d!^Z=6@_{6CdWy5+%PYu)S%+wH8C#>%nNgQ7`XIj
z%?pm(a03?)XM+dtPTjf7)d}ase;s%4XBF^Didpj!{ckvH_Pi5lUuk5~D^J}=S(E&I
zv|#J$i`}0ediWDG`JOZ}@m9$ebJdhs2?ryQhx^cJ8vGTUp?EmA98%-Fav&YNGB2js
zRmv?lmFWFt0-dqbBR`$7^NS5USHtf(<f_l#q;L}R!nH+!NT&B;m5r4RsiqX=KWwJ0
zM(ae`3@4#+MXXi@4VTkGoEr5T0KLJ35ACya#4`S|`ss#!Re490$Z)~CKOs;XdwO@T
z=&8+<uk|~h(x1(|+gmY}qKs(<spx~2EyzXBJbw(?^u$=0OD;SdnU}1?APrfD#+0#2
z?Me9aJhh_7gSX@SSgO_3EvG{@3cMUNjJbj!GQDU4aoD(AjO)e<?Mqu27c?m31GJwS
zDnwASpf}65(27gYFs5>MW!Z3;VLJZ|5{6z1hA_2V2+=U6^2QXCFb*%b_-0wT%!@?^
z<`ZixW7|h;4xH2R;MRZ^K?BSWAy*oEEFHx-x}DW~pLOq$8=w$kpH9#)rW(*hTWOg^
z9JpEJ8lquL75FFG$}&a?OhLn#x~+ze+kdb9+p?{cT<vXT9F?JrKEjDDXu$8s+1pC{
zgeXtUGnb#c$CCND5LUF6pkd55?pKP>T>a`?)346W-mgM5%%^IrBCMR+vZ)li_NL-!
zR~?XG-M|twVE0or71)*I4|f@JiMyq#1Px=t%OuZb=x!AfSypouqG3!m^%LDnn76E$
zF%ziju0mE|0>@9Xv=#dx%!|bYnoki2n8LQVm7e-#N}c;>ZM*%f2atSAbSpsv8N|Yu
z!%IUmJ#=(dwzmmWoS_jkz>FRB31e#43?1G1a-VkhkDRkP&FaJ%7eT|A@W*CKDsqG>
z=%FqT_nhL{9tNVrYSxxIiM7vP((MTA)}NqZ+1`L<fbW(L=GVG?*;fbu*J_&lM0Tmf
zu<Z@gQ<7jhCq@)5773Cv-J8heS5L<{>*ywJoUDm@VnqR#1{O4?gjEZvmuEV<P01RU
z+`Qy93u?y>P4hC-8>3mzL1Tcuu|#Ut1Hp`XtNoVmu-CnV63&xrfB5Cy%c@9o{3wMS
zGzK#i<{aLG{$#tArCZFR#1K09K|jLOe1_tC1&zV<HlqbZrt^r@WG^+%(#?6qF)x;G
zZa(=DNzbaOw(64hZf^EY`MxAeHy1Qu_!3&%DEFOoHY~a6_P>v*pqv^z&z|+do8Js0
zAqdkUXn^@8%zSW^q0kF9OubV#{^rwxU(>~=r|q#v{f*rT(>EPCXc#j%f>Rhe8o*sl
zkMc+;;CGn-lSAk96k=7WH(cvoK%!U6w3n-oynd@huBsBmwimiZlqx|zoOaJ0KDVJW
z1!8_O;_*I{?!P_IyBsuJl`XNz^rK@6vB<>3IpgjPdVKo{iQK$!e0mNV#>C_z)4PJg
zA?s4P_dD4$U|uXLXg;yCfy=R5LzBDI`QgG&pLRN+zfD~P4KUBfgg}|DjwBSa7jvLL
zc<@$2uqvI`&f5+ui|lKe9?8Z^k5VyEbVQ4*kHC|m%<*$7ZtcG7<^-yv19T4EF*QY*
zNd#Xg+=0YaWY_AZ{kz;&x{v~z-e`C2rTcv_z*cQR13vaycRreHE8V|fWB3af9dPp{
zlu-1%_fOvG&AYa;u_0){#(wM0My;}Ff5AxWaeu%1zRZ>+k2hzZT+<DvQ&<f_14i~=
zcSgJxx|^%A;V(GZtzqtl4;RwW7IW{rg%d&ZUvffeGN#Z0kiX#M!1_JLRy5MF7M+)5
z3!6*?4LDgxhvifnz-d<%N~-#iP*UUU2p#zpjUs4>0dEkgyUrH8DfQBb;%grlB`wrh
zW4|J^yE{5Z*aInO81qtedK^+BOmzeg4^Fl1+Z<Z3QGY)lJX}DJwc8w2pK7j6SNGqp
zrIGfjQ`_}V*Yw}6+O2A)x5>v-5}+nzH_m~_<?jJdAtw_k?VL2S&vwnD&$2a?paJGy
zfWugl!O_?%x;t)|=e5-h0}A{GDk0N#NJ~vk${U|fSJ3?h(R^l>m5J~Q3L55p0pL52
zck5H>mS)Mj_@QOM5Ht*q#?JH{+|pc2M-E&%c}vRL)@4uvElLLCrK(%1Vh6=FU*tJ4
zbL*L2L3~OrXqb1n`7*^w;p%(vBAr0b)7~^I_Y8FcA#_2**q17veT9kO3eSuMSI`*T
zRUZ?sTw)7)y4!>ZBOO-I7)<X35?Q9JfAzCX6vo@n;r|wv1&x7shp4_&(O5aH!6uKq
zmv87h?#KY##<^I^SU49nhVv{Iclq=0b{zaWg@t~1>B{DVUpd2ONdyfrFT?BxN4PR2
z=8R6GwkV_^m!o0v;D{uCq3il!P5(0fK;iF(+2_6J1Z{`;J$P0f#nynFH(p<+iV%F!
zQ3Q>VhdT)k*ehy4vL>OVo^HCcr4aLpX}FLY6w)<0t`Y~MY;_Rv92R&%!|>;zVQJPH
z9YxLQ!O&UlONlVjDFqE<o&}aWCr4MhIeJYV`wB`)_Jy(yj5GY5n>_d7AL$m&9|}vy
zJy2V2Q*1#4hOZ+1P}hQZ{xlz%nLIo=(U~75OsQjN*zZ9)>TX3k?Ww6pfg;U9&-fT6
z4L&kesCyXrxGBHP^!}}ve>rFva{w@f9CT9o?@Aqg56S^HIS3kH?gKcr4{#<rY`6nz
zBNGW2*_)^%om$W^rgAQJ9iFBcX@fJ)t(sC78wkaU&Z579hT(Td|L#=Q(m0~Bp;{%<
zRD!{SV@mkNf@~dHlrSE{(6Ui-Xk-Kw{nP>}XbiKfekHClC4(nZ$YEtwbGc<!pxFuK
z9I)UE8iTL(Sm;ETmH*st=~a}&V&HGrzHrW2r`mKv&;aua*alock}1{=Cuc`u0J88a
zXc+rRQngGMg-y!Q*66drdC7!^Mkt*XU$<1q&2Hgd&@lH%>5(Z+Ry3#EC~dfs_qK$p
zZA;h@Z7%zE2L17L#hl}CXV>L%gDhy6(_P4D(T%Iay~_Gn=M(+bA^|~TaNQ0t^qrCu
z8fql6nbwBpw_<1&G>i;UWI85o_QIUD;A0mSmIVz1H=@ysh-IY}F=-e#oMT=r(B>1<
z80aihF6~>SJGAfL`;BwI*gt9OeS(HC*KQT}JWy7v`bNsKsyWB9`czDq{N<{$-FR4z
zrPH`|CygxLH8AqZJ``wMZ>L9%6#f1ft9*QwSOgFMavVx4(^5Wfn~R=)hbB!6^thFS
zhA{&k!uqYR`lc9_dyjp5(vHU#+oU9DfO!>cl)Br?AHO%mrW+o9kObu!d9U-A<!{!|
z#Z6{>%|T-@S5-h(KIWh3lXy5oZX0p=JMR=w`i%GA{rspwxbepyvvbfGOz(WOm&RPB
zPF*h~xjAq5-f8KolL_;~(iaB|dlcSh9}}NFI}Ky@4ES92D&Fq~raqEEn1dhKsOX39
zLzwuSg@!TJ(APbADBU#Q(m1xEg7W%OevxQ8Fk#g#eMQi42^m=a_D$)kDY5+LoCw#X
zyR*Ow8UyQI2H1`j3U=h!$jEK>c0zH$!X6141DwUn`oe-AH~)P_mxQzAz1HticQ@O#
zR?q<R8fYy}fMmKQD^hjjB1(IsD;pbWl!`E|2cP+7>3|%2f@wj+1*lw@%~VPR(}dlH
z!uJKHpkYjOolN&6JP(HPk@bz(Pa6Q`!-JRF{9@tSy5@#h+-+d`yJ~P#L<C-YF6i{0
zd9lEoPfTMf;7$a5_vE;AT^+KYSxXQjo}~mq!zGMRN=T{P8j>wd=rnU689Z1ZoDX!S
zcQx@tQ|TNu1~|(A!xuo7JaEUA-QOK!Q$j%l%<HIR6#*@m5$qhA{XqBQZa8m}4O7qn
z^IyP3>}IAHjj=9r@~YgqlRVPy*l4R2H;;9(Dr8TzW0!Cl(L{`TmK+MHv$Ub0;VP);
zCE;8a^A)TJ6*s|g)v%*k&@;Z;hxA9*V3S#=#;4U=>*?qG@LNA5EByoAH;gH4s*$?N
zIMy+lRJmZ1k>BvSZ5^uigW5!l@g45K=AH<DDuM8fPvU$C8m=1{@gAjNCemxQtY0>V
zOxMPo==~0w+(Id=c5xf}``&c*|87ImuBZ?k=z)O|SX?%o?5q`86D#LoP?faQTBxXu
zJo{M_Lg%Z_m>OghbXKnOSf?nim41m;A&1u_hs=NR#&4||sss(>{BLw|<vZ_C=2l|t
zinOyZ?3R8fXc$+g%}Y(MN=1j1ylsWzc5@h{P6{>ITsb+y@A@H+N3(TqX>g|}t1ZIN
zikim}7{#`_ll{qfN76=xatE2nbc=um4GVZ<OhKQpV@Be8#GJrt%oLw0G@T%A9X?`!
zg%PnDV1)@^aHfMzrb2lv^%pc;|3NSig-s3dOX~Pen5Iv<e3EL1Wt!kt&@k#=km@vo
zj;I!&i{7~5`dP1UKTbuOtJ;AJ?>V$W*sKY9gYWKwJ|~7FbCIdjFm~^L|9J5yWm19f
zZi>ONTheKvEx#niQ@Qmje|@+x@nbFwKlWaXtH=!#Hh<*h9)~5It<QUN-)pbO)w<8e
zD<EhLrdp}er3esvY!)EY%F>*IhH>q-&0JXLd@$&WJGY&WdsD>5vY-Lx8dBmc)2wTY
zdt5Yb6|E*G&RV_WB`@D-!xS{Y#GUpk@j|BkkQTAt(Vk7ZWY@e{s&76q4Z{wD-VLWm
zMDMgo%ar;lT7S*HY6#IVW)+R}-l1_!&SbA+mY%d>3L1my_Ja&Y#4&a6CugU*@5fSi
zL1QqpG?R7`P;#kxyPk1d&x6jjHItwL=1pL60NP&+m3mo7mog6f;k6|bI}NvC3L3&(
zyLsG&)0l2@r;`t-7Ty~~a+8k>=bW2T<U(}UkX29*r}5)`cKYJ(y%Nq2Tl{$bg+G)k
z%keUGw^av$!`szlEEhd$1bS~d9*RDU|MZ8y_q;!Kc*2?W>7H}mJ^v`G(W7xpLBp7K
zDRCUEd9idl^U3$!eWoU&w?OhMAdH^La`NJ*>&K9v(xj-4Xtp?NVbK^t1HMs)tDK6x
zlH*hLjcKpaYo#pYsiC+vC%SUb<LVt|fW5<}>Vk#~d7Mh3i)$i<WMBQ{F%wl)Nkd${
zDjL)2x>R+ftcbjH5-6H<n-`0`%qOPds$lJr>A~n_6wC%kMKqH)Pc_Vor3mvW5+1Ia
z-L6U|dA75`_L&76)>$vL5j0?X9#l!q$qL(WH$kDEL7kIs#U#yy+DLS5bn}>_EA;Ql
zHfFk2(2Zd<i?kOY7Je2%3mO*6KcJSKhD}dZWn+DY@iO56m6-kM>V;?+`EG@bRf|Lx
z{8*3$4I{q_UsIRzl!F`{trC6xM2`4bas(MC=kUs==Ar4vsB(*1Tlg0=hJSa@Lej>6
z!LAmno0inW(Knd%NH_;Jm2`UV*8|D+o<_PwGr`|r+wqVz1~bbDrGu!+eZI1H#oCJR
ztug<C2AH>^!|a0=>@ei0J)n3I`@wts=EYKf^NCXqGp@aJ>+C`wmO6WHv;8*9haYAe
zO$7}wZwIexf!}e|QKJV7X3cg)XkS98v7ljKJF~iRS5s#32UnDz>sXl;G{C$Q%$`SW
zZ-OfVFOQ~wE`0v$4x)}M1$bd(&hyc1qHlaQ(UhVawwl$=9Rc^@Ilf*7QDQIM$Mh}n
z;B3`Nq-B|crc^3=@q-RBr*xnDPj7sz>YUHiiXv8(Z~=mztDeTZW6$`E&n#JUtz88T
zV`8?OX|JaU5jEuv0rO%}Q}c<_!Wmds9XtPs_>ExdR*Km3k3kczzMx^uBCy)IqP3|x
zRc~QfOdl)^3mOBS#RlwnRIgWxoQ)Dr>za0-U$U>&p(AL3xd5sfC{WlD$eF-;z46mQ
znM<tOa)Jh!3xSD|!MleZB-lXx*<MWEsJ`-rQ6*|_tLQ%@`DXeg)r=T-DK<6L;U*t4
z{*-Ny!dAoQ^92f*3KVaZZqDEwg*j;EZ`)!s@Lq6M5IP1TXc$vPxQTUvRw;7VKGJvC
z%*xlN*esc#0p|WN^y;+v;qe~Q|A*Ii+WCQ!gmZT5oa9X}97>qNhzS~l>EiNM4;S!8
zRQa_Rjw%}Q>z}30q&HvvV{-RhZJ2_FF>%V>8ym-D)1uXMnQhJ>Xc)5#HfhJjF?DxZ
zWY)ru+AswTWA+E;5phh-16eff%Otn6l&7FEm|1$oD__l?Ot-=&oX?NDyT`nKSKHcM
z&;avWv^!#&y=$nUsEu~UJ08x0qn{hU`D9AtqVLItewL#y1-WP#Qw5Aw#OtmPLjG3j
zBnQ2@>o&IzvbDRQVa%POOS@=32Y^pJd>6!{CLst;*$VyC{)!Nd!F1chBJ3K+)P3ZM
zQoh30f+=VWW|lV6R*CxN)3eJTeeA^}ZEYlIfcZVDdO21;MYOS*rXwAbW0N8=VYRR;
zXc$^0H9l5P3b9gA%N76F{*DRf?W_CTaOcvYK~v?RVax-;ZpSgS**3nlF*<`2jQm&3
zs=_D4^@@Em=IFBpQ_wK8DuesPIHtao@{3aEj@3WT{dS2}R|Sp1)c($bist(0Uc`D;
zULC^Bv>%bGi*H=6AM6110b!%rYjNZz-wb*0G;FzvekEwQ{>nc*DK1lOE9b9+A23A2
zn0i$(Y<e?Ae?$-BYTT>Mdhu!-uY!hg4@UiujPuG7%3F7Rrq|?;tUgOY!<b`%`L{SG
zhjZx3f)!KHFy`NYc~n+RT|w)3!kC7JF%it|{XLG!?h#`+Ep0Do7}Eph(Q!;&G_|W)
zNmwui4P(v#<}q<ht@jiNtbe%3*6xCaG0y_#v2jepUaqV`f`%~>5uWKlHx1XdR7dTe
z{!Jb`Z?OOF^}uZp`yV^bw0^M4<&}(!z_hyK{_Uq(XMENzu>F={*U+#C9t5i$hfQzv
zg!x-PW|t@#45k6lp^I4bFsr5j>j(P`!FtEVWx(pacz)Mj%il-5nlOKYhGp;yFe~Gj
ztcoTW$bu<o81pk=PL5+5s9aHGf`&0Sgg>Avj>+9n&qEj5x|N_|%sv?V3*a%2G?Erp
z9y_{9|91pv;h2i@R81SAs&LW)dSw=<wys)ap)HzT&~Wt=5NUN>q&!mOn4t(7#>DK*
zOT{r+Rg50yQYS;hnDxM{iDNPkyEUKk(4iM0pS`HNpkYjv3do6L^5}EQ{U1M*p8B;-
zodgYIUI0F8vtnv_wzu)gn1+TiuLY(X$2211C55H#f`&2Y1M~Q-n8t~e3)9dr=6%4N
z635iKN2}5SC1snq|M}e}PeH?&9{{s1j;Z&-o+))qWR`_bLBp8c3C^pJW3t&X^|D|J
z8phn3;4%f{Q%%tswCH#iP(j0>>OfyZoKbcQ=$CJ80u?ljnLy>!am@AWoLJ#_jd4t4
zjybQJrS5`;`Gg*MC&V#%tk(=%x6uU+W1a#`FOJEbBuB#w8pgZ;m`!m^R%q{tUA8{=
zS?knU&@kpag3ELmOY0`u&W#Kpy4rapJW|8bUBGQeHz!0eh5lLENzgE__bbdYcWN7A
zJ_5{+!|T#%$}iuRz)KaggR7%L6_xw11n|7VtZ0db#p#C1<B+Cms8<x`=-9Q=>xcQe
z!W@^L7HO#U!+eJ@y=HnuF!cnNBG)wdJvIX+Xjq{>1!hYeQ@2sR>#=VLF4JyIx-E_K
zPZ~27J#nyp^88(4j!WD81^LeK+LODGvXwSWb-i>$JspA`+^lbGh)#Gl<M~<^b+o;Q
za&{nRiM@#RTlj2_dUV!n%2c(Ouxka$*Qv6d2B+-29%VNZ;Oi%x{R!Ng8rNvi11wfY
z&~Ps)1Lm|iCVRLzqEXI=1r1{!1tE0vb1Bf$B}GT(tD;)6ex|Yx1@taUd2}$UI%hfS
z*Ns|GPDd2rHng;51zG`IIK)d;PKj8&^%Kj9gz8O?x1|;Vd5g@X)1n`OhTHOVV7A6F
z^)!Z7wMMZln1Y5euK?zZIHsO8QMi|3#)2tm81qJ8&WvMfC^AOI>{~Dejls;aqoMCM
zrySk?I&`Mj&K~0-Xn<LSCCF>!*2;8ltfY8g+EPUlZ&H9D$vV$D&C5)0E&YPFpK{PJ
zI8MuCx-0P1)JnB!>z5E*gsf-Ev=L`sxCFJiiih8-q0{f)wS*km_hqS>7w<|4KfEh%
zrokL!z<jE60Npg7!FWP~2qJIvs_Tv5Qa5IE2E>R5M-cFfw;?%;ENq5yCNK{wT&iP@
zm#$AzawsZ0z}3;p|0#9W?0fP9<E}^UD!=|YXc!oW>Ae%<n#e~uPWjgf9~?4b6WhvN
z&@kpj1efXT`ojuNa}mQhd8Hoy>Xkxy%mouOy^*>#0<F>A@##{>92oLO#~Um*t}ZF{
zX2(g`=o@c{cZntm;tEVxWAC(gSscaa44=c3%EP>9xJ9MjRapx%OnEnCEr?0(h?8i1
z9`EOudJEztF<yvdVOA1jp-j`cYtc&NYl}{8wFI6t*S~#0D%MWx?f@dyTfBmXF*hI;
zqx1f>D@p^C8=Z`5W+~M4if?YZx#y#As7v5rdP1Cpd#Rx3QoaS}C!wZcuk#l*pPzBd
zZ|~DZPDeFebp9tec`aOJf`&0a1Ly6BwpO)S_7PPz<jc&oKP>Gw#A1k9)69#7Tl2{u
zcy3g|&<b{Eg7q$?c!r1scnjRTSTM~eK48icC<CSl5nvTFFBVMmiPNYU%q#=dyutse
zePjO)31|K_=RNvmr^(b(;`D`}0p@{FL6yf~KbZYO9V&r%3BHup+3o1gD>khnGiK=f
zqX~+W^_5dn$;oa5<>DyNc@B_hz~Kz5Iypv%g!viHMpGUL^|KcJt1=Xi2WPKxwjVs;
zvlRz?QtF*ar4Vp1oasx}-!r!Q57l_80$|AN-ceORB|A`z@VN5xlt~vn_iYgg#mCG+
z!$MIfxqE2LfK6>&=x#H;zxg?JW*;*L4P%}RKH*V{D4A|-TKo1b9^Y;BYPvgAb~8c4
zm?|N~X>m+e$~gm1nt4IbLR;4rGzN3k&(tEB;)!mPOEF->rpL^VHlum0Emd1xL#$##
zPr+u@v{s-K0rX$bFDoJ!cA%LTi(Jg7NSHgyaZ6y*{u!5x=KZ;xaW8_#$i*E<n3>K)
zDJKX;?Y6OC+;Rkcoe^i48%b;4N}F;B8fJKB2;r<arap&8ITZeL@|hP8sKQ;=!mbM%
zgPFwwUH0`3H+6oD&T94Qc;M3cgROUB2^wIYP2A~=P0xw*$@3VKL*BxtpkYikXF4~I
zsjnk=vDDdW+k<|a-NQOL6EuvukW83&UL4a*;QbKZpKWa<Xc$vvD1l2jqWny68rM>H
zLBp8pI>$|LjHHgTqtb?Q%Co21)B|E3K1bDT(_ztjnPSRYXz^U%mgh83$f~PgjJi%B
zD?w@GQ<f7CdD|mZ2iRmfWRjvBi*9q)6Av@Yx^jlCaWw}a8g7UZnhs`qQrtXwi3WR4
z3!G`$PE~|{Z)xo8Wegwz$rE%OCqDAttHz&HwS#R+AZWn%!GOcs)w?jRlsbBk79T|`
zI_$gnnr&=`L(nj$x^SSlJe_W~S$j@OZ(b}iFrPTzlEGf}8I+`l%C=R}T0c2mXDfo!
zY?>EK5$2O)UQ7{L>>ejF-}lk>tCl@r&5bW;fcX<7j5yRxF`@`<{POm$d9m<oK5=ve
zWA8|<=go>Yp;n_sr94};U<w+>w5ysnQOm<YZ({Z-Xn>i34CcUybQ;@8w!@uaozsWb
z^cHTl2@BCMvYlI<O^h@3BAiTcD`<fE3%Ipoa#-ui;V*x;(V-{WI-8&Y=C6e5UR(ez
zNFM5?TN=l=G+JX{L-ku%82~#Azwdnan>+Ua%0phb>XGvw@vNh@paH*s0P_btt|O*t
z#0uOb+7b41sdH7)<+Db9-iu`5`?GS;FeYd+T`HSe8>*61D?Li;j<s&^OEV0H^j4q?
z8b-Ib+K<P-b>0)-(^WG%65pDkUeEw@15B%MQ*)*}4}MnPx6sXXZ97#0hF9+ZE$1@G
z91nkewW8Ed6bt?JeK$F1m}|I~yo=*j!Q8dv=ulW(8X#tbg2rIFXF?p8#xc3am;c&v
z(ltkIXu}jVjCmh0FOOqtzxFCRCtQ`9b?X<~+AswTW6p#;uZUyv1ywpA2-j7Jx(gb{
zd>oh}WK}O>U!!1?KYu>@{_;*XOhLn#BZx)s>Nua8J@Up(?)$-rUuXPcn}`S+#{8b(
zGCk<}b-Id&qU(7&6`6DzkCyMoUH4<yP*+!N=yfeiO>S}Q@OoUi+DxUcw$(t;a1C~&
zjzCvC(MDudvmIY71}!ZqXbgT9OS#M6XTRD#MOpn4_bq9C;TmhIFF^y$jiA5-&}+pZ
zrhTS;|LD=@QRd{ilYg52kJl(ki5!6h4KQ1vY_PtW_G4P=>9(dw>j}|WsxN35R-I>=
zMg>GLwOjmMx~6C9^u-e{_{i2|f`&1b0c(w8-a(fMZCt(5Oc&m=VG0_9=@vt-=*ba2
zb-id>qa7tnY?y+EF}DTgKjN6$@BK=te}3&v8>XN!m^!<hXnMU9L;DSPw=6oi{6fs2
z#pFZK0J8urc7lrlp2|qwO_f7+7Y=4Y!<b8{TbYETIDepyCi8`E&I`{RU$ApKENKrV
zLh{GupowC3)O=!kr{;K$&gDbfQJiOTUieOrt+J;hYoeI&R5cQk<v`=o;bHQw%_=36
zip0`8SW1S*U@EQ46pl|%Nks#*S*Og41=W1wT@ps!j^v%`sZhzTr7G)3(lW6U=Ptu;
z_`Iz$bjDR@Kdy^Qg9jfSY=%>&V$c&b%(qIo(G^qnG=)Blf=#yNW6mQoM6vu5)bRQ^
z%UX=&y4%G$Z1@iUu*Rzk8fJMVF#l!8%#=E-NB?^52`^*LD#V~MLo^06i*^5E%(UyL
zFC$ObQ&Wyz`L|sfZCzZ@0CPHeqJ6~RRo?PGO?$jhU17r%G{78;0jM3i;J@Q_|NEz>
zx12qIj;Jn}_~q5JU)$bRcR|CLc0RQ^q*Oq^^@n?H4;!C?2AJxUq6)5_8|Rbfh&n)}
zgN;u?!<aV_oOg2^lM}E6YZcM%f`&2w510tJjC4~I_wG-g{;&-fg2rIF=RrSjjbpNR
zv-$WfikJLgt-GLMOqB-f_Bf^q25^?Ye&s)o?6sLqo`QxkUk0Cd#xad^+R-V#tb7U@
z#w>w;-WA7WXHUN_qk8`R6YG3e&@d(rDP&4iP9V5IDK4@lwyxIwI*)A(=&CyuJl`GX
znWqD0=iOpY1dZW2OW$8|f7v<T{Lnw)@4^nT^(jFE%%SM}_I`TzF~cWrbKEbb&S$9y
zyFc{SCpJt$1I*#TMCR2@f!L1bq}s!my#CaM|2UmMhY=->+KLH0g2dZ~hCyE?S!R0p
zH{2u}=x|L_V<p|673pJ|CtClFd+x?F_t^khibTplLBmC?KoKQlDrxVrWpbT={Zs^B
z>*&3-<2~lVEm~f>*Vc#4C#GS1yR6$Ux@Od=Cln@}ZTjx_>#^^CYLm5~0p<wET5Xzk
zNzx^%6y@VqC&^1q9Dj?6ARf*WPtN$Gq?mHun-}EARlihLN}YNx$VJa3)sU;&6NiL#
zFUe!grg*pzy|8E`ZS*y}HEwLZqGMoaKsPUz&SE|>4YM0mFD#Bl$1OT)zoTeSJL{>Q
zgRecSCkgvdt%KvK@%6#)xBtBFokd5iH5t0PCA^VwHPsVA+LG0s^|4YC>M~e9q?gGQ
z&@8PUlTkDf9-JkRH@}(9dr|Ct^oZ!09$RQFKl6;jpW1C{9eV|h!E_HNPBMjurW)L6
zP`Y83xwZ&Y&@d_v-)4%-%Z86~CrfM-QJ5>VP|z@TJ+O<Cl(hAPmQ*svwlu`P3M<DF
z#ZJOM9<d_g7hI4!MGN0iMBJ=JpKaZI=9L>BLt1e_$CzajG>oa-TL*$ZJS*4Jtrtq2
z;$1%f<F0PN6jKO6!<bJJi=H@_r-Ny_B^>i&!8D(khB0ra=#@;ziEy6U^C#rtLq;!l
zmjSp_MKg_~*uRR1K{v&G<I`F9bot6Y*e&L=m2+AT+q8GWxn}stKQ^hDYqOYw24Z-C
zr0Vv9uJue(HXF5+O4d}?)lIIfnu3vJSBM=CUeognqFeBLKiw5=B~@X0Lwc9vN2XAH
z(_|v9BijA@QK^&TT%e#~Ojs7_Jev2niQ_ud(rue>H{QMc__-;Ya0Cr7acWuT1R6-d
zkwz@L{mCmndg~K1cV!=b^yVQGY?y+EFxU2r=f|2}Uw3peiK#&{nf(@0%b+5>Ac6*U
z=!iO~jeRjt=_%_%6YOd|(ko~fbAJNPbS@h^dKl%wR_oe`fOI2WY66xowap6z4TF!Q
zftrpX&<^(W3fkhL{oe?<ux6HCFK8HCWf|;NmaeCqO>~z<+ZUjsXM2vI(Yw;Cs%<T&
zE0*cVV%t_ir5)@xiB6k1W$7xjOCFJu5U)i_f`+ApAd5`Tkqv4RMP6|9Zi?WEwS@Tn
ze^o|b%niDYNtabNR}QYLOHWh53Xw{PX0#L_Xt)x`pny%sq-iljvnhRhYR-aY7_+?Y
zQ46YvscW`qTe^98x}^aT7nVxoi@h--B1#CmqNNeJ9@<(+$aRzHKC*%C0pTM>_8R1|
z^i$Hg3BzHDuS;rFwBzS1p<@dOzf(nPLv!VHJ9569_aeie*~I5OtVL~G%$}$~XPk&q
zOSrZLe;m^9=GS3xm4CysMM3iwl3KHLnTXYvxu3WV(N)srk_i-$1v8;<P_%Wgt4-Hk
z_gyljoc0-&UbB8oX}>=$@%}m7I%yCzWOw9^Xc*urT{QlADJT07uhA$_*1T9YI?N}g
zfu(y0L;SAPiRD^UJHnTlEYa2kc!I`Yx`$$jr-4!rFEqb%#AKG;bLPcjp3Nu!iqfZ4
z6f&50)dH#jMkk^#Iv$$#>&=S=)O=zZ=K6ItF+pFd#xjU*tcrkhsG@nXfSXU8>y5#&
zV37wF^Z*o@(k~(|EGw`O4P%}H``Zyo(MC4Zq$AAg;Wdw40VQ6QAg;r(I=KeXagcc=
z^jEl8p=UY`t##|@GSjB0ze$T?k?D(zZ1X-r!=iW>$Q%0?2-Dnbq@Pz4%Zl()lH)kd
zi=`3GCr;hLrTmOiy6~I^W+j5on_A|@f^I(X79yh$fi0&b73%PsGA?*<xHZ36K&@Nt
zO5}F}v;)Oaiyo+dlSd96h5HC_I}a@zJbo|*bgJcBSk7YlZ(&-{uq2)Z_?AezJ+`5)
zRp-iYrqtnC`zCM5m={ZN=2IkmPt~Oui-y2;7WMSB)@|H%**C?Mc-DWhK$}lY!!_xv
z)+5Feiu{G5-7MgOhQTKSy!|k8_%%lpduz+Q*jVqyw!S2281^K<QocoULd3g|?tpm=
zm`cuP0k}J@{BWn9vMsU%ZSyId$Gli1Vm>hqv;G=NDE1APFp9z<XTcUUjNMWBd`weD
z`n~qXQJkZBu>hM-Ok;qv>>KpStVw(}i`=Wp56cR#99m~{6bKr^TszR_D8M|To_q!R
zl2yzl5VNYYYL21=^pWbYf6lyEs$)Jyyu}WAWt0Ov(`8tFV{<EpQGw15U-M!?H=leX
zxj>El3Vj&ZE~Wr=+P)ySlT!Rz8ZuR)V@F3>e_QG-x%J$QGw-$|q50!!4jMFs!iKq(
zULf6Y&zAau8oyCz5*`#m1I$OjmI@)FWHIPU(E(3yq*7j3^J0;M`NTAgdnLyHBI-*+
z=wdlK)e~tzj;S>-7HIQ{y>bja6U#<)Q*BwwQ%&i*sj(6)6Bpr<6*OEzA(-z9L(tIJ
z(p-^l@nVS##2{&@fS@t(?jTI$x&^Y)X96M;(hZi!Et_amcMJ+BGNxcuMFd*dYYXp!
zhIvl|x+g>vv5~Pd^z<$dC$rK?yPor5!nevhv>tqAna$t`8sa;<!9n-evWLN$gB5X6
z@VAK2#Asv@nxKKuJeV9n%Z|(XH|DN;uG?S*4xEdQD`<eZnA$)GUkxPS2%o%DyWv|k
zFBRQ&vQ0>W2AGd#$K;;)%bJ>n13s>@VG0^xB8O!bK2w_=bJ#|$pO-odPi?--z3Dg`
zrl29rwS(fL2OUgI?LynbQ!1TQ)6s5InwILRqpMrU<4-0H4ZAt)MaMG#FA;HR@#Zn9
zZ$`7K_&3o69Dovd`bDz}8i)&_R9P@}f1=%kZ%Y0?W3QFgpdUf=Ux<sumh!x`2XP_#
zlU&plWB1!<_d(>aiG`r)V)F2RPt7he*79q=yKdfA4}FodCm0%3Z?|>RhUOVAEkIE@
zq?*XIo6uZkQG?JD*3!F~NArRvn~pjmr+B7#xH~;nJ+`K%DR!l{9tP%^aMU@rxvrpL
z?A~aME~C;_m38CkK;4XVLo^|cHq?16k`(85LwnYuzrA>RBW(fcV=9=W2n7~2XpP<1
ztu;v5a5xanVedg&!WpyF&SY1I5DggEYn>T@k;u)2mh9`L{<8LU8xw*C?WXo~?G@uI
zCaV_rUQ~ZTy-l)$2AEI5G~hx~y0NaZx;j~%h5`rY;Vo*glzu{fnjAC?thQXbCS8?q
zIax2`qjaAqZ;hFjV24!kRIC;qNl(wgB7Pz9BQCEehC?#S7`k>M1y>J$*-JU-^+K48
zfGOk*&?x!>PhAa-hd-C57-DmD(U5m1QbVpz)Z*b>KVYL7XKqXf7R?K@(}6yFUFi|A
z37i1bH1bT(7pdwsc=-3|Q6f=8!<cFVs3<wAaz<-es;MeE{nh%N$0}8cJdj4AkOr+R
zN?!YO{}-;H+ei(&afyX!m|ZlZcM2J^hzPg^&7u<lMT&<&WZ{S|L2vL^)xqo*k4{tK
zE=%|w|IWNv%&++rN!Oux8HncdwJAt^qu1bM#LNrJBL|J)*XszgTdbO|&G`+~v(O9F
z^O#Ln4g2yW3Jp8s-|k0a%8;SLSGOEA%r7GMGhLN@d8f<XltzyKm5BezJu2)&6QdTh
z9P|)D!z?cc%f-r?vBgn$m*e3(zrQ!0a$I!ciz5dOV^`_s!`+^Y9pt&vot3U|HZR7|
zxL;x<@2y)rNq2?PucxM(DA2C1&YeugEeD1vd)4DGZvC`z+ZXS6aM~??nd!A^1D%70
zG3OCPrdP7Uojy9%Tse+zF!d7|M(v8JPf#%#ha_mY5akIdPAVm$!w2<IZ-8h>ivkH6
zgYAxoV7JI3*kog+*A$)BXf4fSk_n68o|LmRHPMZ94sDO~*d$b?VT8@}%T_l}$4Inc
zc_=i~KYMvijpWIRigW!c_!bJ>CToG|$?0a*f>CAEWzH~@xOERZP(npd^v;P7NZKP$
zH|pu7wsqG}&=@83dID1{*M2yA=Uq;^W2=O7%Xe42;OusUZB8a=2y^Wg@yTW~S<}+o
z;-z%B(_JB(8T4`Cmc)>HDOM56W-9Iql*!O`L(ro(ie5zncT5gXRiaFbe&w;8i7^s3
z_PoH?84O^M#iBsafZ1mt^)eVjA$rcZ_t?K){`ccgBLR!R6g0qm4w!+!!hCYb_X!_-
zeBs=8&$eL-8Z_sw@#c&=7V6^RZ1yT?t&fOaR7udFN@rt^I|p{YLse^Xnit#L)xQZ(
z8Rz-G3B(YdiV1p@@dCv57z%o^AU4%AGd!np++F?u`MmXng`i=~eM3_))In9mUo23B
ze&7gso;aX!GzSf1&L$Q!1rsKWEQ{#2IWQQU9F$|6pkdHJSYe%cclXWi=y%)KbohT<
z$<*DhwI0G1G{8KJ>gsL}sXh>2K6GERX6ucfY?p9W@9^T_ozB~Z^iVjU1r1~VSV)ye
zF5Tl>8ff!!YU)r@h}wuCM4W)7071hAyoU+@gK?&L<ErmA&-^rVQ|pBof`&0+@iN6n
zw4^DJOY+NG5az|guleMw&a-M;MG1K|u-nm2YeWWmGDF!d&5H%od}12rcXKkknT=^&
z;|RK35ubU)Dk#pkLn&KKXy6#P!Hz@WGUR_y8T!Q*X5LdDRoZSSZ4<LIty+Q0i-?X-
zRht)!=*%a_ys+q&qL?m2Dx0fnDILCSY_XSZK^HUzJ&R@MG-Mw<wEfDfF8|nO*#!+S
zm!X4xiidyk-|l2uJUpBaHoWuwXGZ@~>YTHD<b8{--CEs-Ivf@Z2b(-dlgyQR$HUQg
z;Jsby%w9Zl`JCFXa2Q09<H(Y?yC#n(MO_qZp?NQA1E}l}9{vU*y9XDP62qfVHr5(+
z;Gulv(8D8c6`o{kMY#t*7{fm(7+NuLQiPsI0{uf(z&NJgsBCD2nzc{Qu<ihQIa3#u
z4IMl_LeJ<XSc2%sGku4$q2q^@kFJRPgewsG$wdB1LD|^B<0AB2M2Mv$1Nz}(2M_;C
z`lFb>aBNxms68S-&~>K%9g@(|{DXF5%MXo^Gyfs-V?*SVMn%YN>>tPE1>?%cM%m{U
z&_A4y7ML8NpZJ&f)l9$95kn%>Hs))Xx*Z+)iICfvuVwNAB9FGMjsAG1Z&y(^)(#&M
zC0s>X`8TQ<VW$o$LIYD5R2)7w%8ae9jUoE66@&j0-(&iA6%}LtlDwJ83&xKeJ?t;(
zrv~&B$I?v4I)w{WcRJIzJF+55&b2-5wp%79kJ&gekMg&XwNb}YGrd%*)yCH5+H?b*
z$!Kb>L~j1DY3s7`pZhJnisC|bYQ`Vc*sDyZx<`E<*tWvZ%*~7mj(6(D-+VfdF1jK`
zRrH9O^{%D|;m-lXc<>m)^lX{~`Y=BGUq^p%ZQZfEf2S@(SNN-8YX!cbXMDujdh^NL
z6aRrJKY0GQOJ4ebCVhd!w3%jI5t#@Y##Bx@kt0~EKiPZpVj1?#C#GS{7cl87novHH
z96WR)AsQH{r!jeK^u$CK7BTOZ>tm4Qb2LqeyBxI0!c8dXne~7^jL*BAddsdejo9~N
z%2}Y-gJn<)Uap%fu!)6k)L?EY>29VYf;&|7MYv~Z6ZvG2{)qWVkqAu&lVInAvyJF9
z#I%(|eM8A5jYax(aaGk#6k5c2??HRQqToPUoeXD1&|3n?uqZfpSnKKM{P0`9A8Gmg
zh@LH=bLbu-Xt-L7pz#kubm3(SXC=_V)7E^jf`&1Vrz%kpiq53T0s4^wcqlS27IikC
ze82pqfglE;fRdqg=_Y;OiaG!g!Pk7}al{&J=c<e;-I(*yl?@aD5cNT6%b7=<p;C?k
zXqkcZh%kNP{5va-sO+9_2Hn@~qdBKvWSfQx8c6+In4#P7Af*FlFi+H-JM5A6&e2Ml
zgN8BHy$Z$31qWAZGaR?U@67&(e**wrZA{7!UflWgAP>C$VWsCZk%s5^9hax}yUFuZ
zS2>mXW<)q<9OtQ&MPmdF1AmT1=@?Wztmb;1K&NZXi>ZKDNc5E0VG^Z{PETtx{Dduq
z`3e7)%R=sWS(b=ro9R8HyQxwJJUG;iUl>!}*U+h{vCeJwD79&%8N||-Yk}tTp46oT
z;urK>3To{=tB2!&D}9wAZExz-=xfNp2!Dg1F_^k9bxG3IQSNjj$8Z~HZt@66Q;K#e
zOnIlIKA{r}C(*Vx58t~&z6!`C$uViKzOv4WuT20Q6w$#9%WZNIG%S~&H0KqmI*K8W
zan2Ji^J0;>`NYdSM#dONTRP(@eE_B5qYE7zYaznCS_%;~T*xLUq+4>Fm#T7`QvZVj
zwnYKmsR!0oS5<n||AP{Sp@hE4awKJLB1c%xqO>xFy`-`e2pX2w2`H*_65DIzD(Uhn
zWk`b_Cfd@{6oQ7qVQjspbgvD1xu&P&4}8(1G0uy@OmR}(RHKc0*f@*daXI*%_gcIh
zcG_LD&6(3r?oA0eO*#7(5WSxoB;ZTXGye17s|WK%V>^#IfvDJAnAsf{mx0-R0OMcS
zObdE0ZY7HAm8?MrZ`MOqP+-8XaV7Ai8Z%jCA&?WsTc9WQIq12-fId8Z(_QQ%<7oVp
ztjHe(9I1q8d&9!ls6!F$4$%y#xi*=kUzNe;<H6A=j)|yZPVh7DE!~m<Js*_Yy6ZE&
zCVxb?PEaxD1MUKPtnDK*=QT9%N~^tQWXua1h$kGI7QNAR_!l3-$q;~SW&@!PK_|}u
z6NpiZg~EKzu`6a?-4lB+#2y|-c*18I+#*In!<d2YgfV$nLhHb*wx$s@jEM`EGabj#
z4jQ_BgxR&HA3Ak|esqzFd9n0&^NDE~xMu+YcTvC?R0X=w77MzdVe~D4UIKJ~@+0uY
zpkTolG>jiuh455To6bzB6Wk=?_kutr1Px;j2G4~mAq2^}jC+9oMR?IX&+ogiHQpQO
z0b$)02HbmHlLSn#UYZwXVn<@adnLY-(h~qmZE9XD!ZM$jCcwlrw3C`UiDuBu<~zL^
z1mxoXNfT#rvhOpi_LlP=q#ROjPyKwjd&)t!)s3KmB-m%|-Kb6005mWjeqy6d6V5pg
ztz33q!={8OrlvaiQHX{y6^>Yi@mBNc&o}?le`9277W=G%2AJ$B_il>w$%Cp6DEyCY
zswij})6OTm9!xeW3!j1pnCznWZjSTGLx6EYSmY^a7}L%tXV263hat(Ukf)#lCT|XS
zx5W80Gj2ajlI|pv?Jj5-)6OT;2RoF4PeB7r-jwkEFU}{Yv(cl{DjT1IhB57Y8n=+M
z-|Ub6@8bJ6vgxOw0VeN+c=O_Xa=rBEjfiB?j|2^4+W9mCxAWK~o9ue)0_^(>c?ud}
z@(zqQKhCGV59=+n6n)Rer=Vd>JD<AWy<F;OSEBWho1g(E@BDbT#`)C!j>2JeL@;@n
zr91@<W7_#N*AqGI9_)Acj3#UByr2OlZ#a3k#rfoLhW0mXmnt7>O_D8W81paqT)p>M
z_YS#Xt*zaePeTJt-s$pgkMnu{!$-V)aUD$$%us2Or=Vd>JD=>o)OG*W#;2eG=5ZK)
zu!rj15$BUPp0z*wNn5)M8pgEq$$dokO@v=(??;9Pn3I{$JL7!n*ss;44o~%^ehM1K
zwDZX}{D#to>L(Joi9zrwXn<MGd@hLd$!`7}c1h4MrkzjLy&U6_paEtL^LbaCPj&{H
z0oS6Rf`&2ed~&<%Y`3}F-OvEDmib&5=hLVqJ1s4I3L3_=^T};$c*xc6h6b3td+XgD
z=kvqT7Y7V`lp-e=&+po6`TN$JLIe$C+W9n1<2<qO!<Xx72iWve&;XOSjlFx~eCjr(
zgC!<t!y->X!<cqHS)L1;OAk7HcJ6*;Xn@HZ*518wKFxH_F$Y>Kd<q)IwDZYhqMmzO
z=XHVxn7mQ$-52MR>#mh>h0T5n8pgEq$$j~xGf(}wX!G3Tk)Z)5Z_s=9$N3a<V2eBj
z4P)B*WLYh~`0AZ+Txjj@f(Doz8Q?t-=TqAdy3903rf5OKn18{io@iOeP3F_k0FxsU
zya(-kQf?hH$+XCm?V+JzOgo=?szB~})20@?Bxr!ikr3XZIG^SUWarxA9v6*UWxdx?
z&@iT*PaYSp`1tcZe!B&k(#5zbXn?7bq^ljXl5uq{j@ytc#xRcq4+<YCE6uJVPCKh3
z&wP(Lzra<f=!@ZnJ(IjE<XFi;&-`Q8GSgo3AMufC_eN-^+@cbKhGA7Q%ueGDKh%P(
z=Ms6uJH#qj7^<L|Lppz6fA?_*k1V7{#QhQxAqX1g)~*;AKJwx#R~_Fu;au>=n(nWC
z{*g^F1Pw4>MVsLg(M<OW+FD8trAt4M0dZ<Pt*-FWS!66|xP<;Fq1$-6m7^|2p_;Y=
z^7c`wDj@ZEriU(|JcR>OmO89o5$b%Zx*BnuTQwzqhqyLll%U(ZSma|qF%8QHrw22I
zss${X{hSHqdCoS-=~{(o7}c&TWB;>hLuywFvFg_${kNBnI?$#of`%~v>TH5nT|?*7
zj!r>!nsBW81xzj-avnyiq?II(IOZ?O!s>iHMP)8FF{)}~ffl^~VqPq5U_SXFKMPf)
zh=R6DOSjpQQb(VNww^c<G-!btsJ*&CL|k-|w^dP?pFmf-4ry&pHH{oQi6ZhT!B0fO
zW?LgTCoNZOf`(aE*>#JvrJT{D;2malz3vyXDb_oIbuu)_3!JTl^%IV|1F`Fb@=@8~
zbp`SW#!(e`0Tn2rY%P>a(4LbgZ}nFAb{*7>MVDjDeQxDmm!5pJt;Y%)H0TPl?(Tsw
z@qZHI5hXER96wUS>K+p`jQM|rnW6iZQVo<g)TNF6cvymN#YilX@Dd6dhW|T;i{c@b
zO(|PG(!4c9iK7A7Jw}WlKTc&8@slCOqAJ#}h?7x7Zxlg+ZIvx``hsO!Rq`H@R8=6+
zOiz?ko~l-@U@Jq2*<uw14L8Nc(D=?IrRlBN!Sk3PsR|sTx)UleuCl3VTH31~?L=*v
zp3OdN!mb{+4S<4%nLh>i{bKl&+~!)pUFd{LU45im=myCnc0<(%m%C>+x0E-|bJO17
zme}5|wiUE-ZC)%bV?HqrR}S|*d94Mpe$4^Mcf5Ph?r+W8i)@AHc!Gv8Hzl}CFI0d!
zpIZfv+rHJeK_SROI=wY#DeKo3`=FFQgC|oKdP=Qc=2Bj!=4|!Jdr(lV{*0;*gqFJ$
zU7tLbDXNqVO4&q7Eq5__k3g!JPf$!xBQ{jZrT{`KEm|gMSj&#aWW6{WwwR$=umufc
zBlbGe8Q2vz#`RQ<4?3-T9wa3kgyw65J2ai1;->6_$NIJNnJA;{goY^%>1hqND&#!{
zQ&m_(@Lp+rQZ7~|7MTkgmiaGWxoEguRn~7P-4n3~B||G|uAc>8sF{UzLBp)q0>3z0
z=JWN_mg|7siRPk|f|KS+k#UBvvNSIiuFWUMyfD{C(NZYWbvT`#X|==iW|Vocz?)Bw
zd13fTod~|DrnwOZz~ie6t=-{389BfR8Uvjr-ebeFADXdopDqb!z>>1wyPa@_ZGtOk
z2vcT*Pt{kt(F<SH?%P0Gj78)x42Z>(CTLKLWn>?{>#?>|;fjTx@_OOnbbP4yn6uLq
zs-;r~;tJE7h?*QbIcOMD@%a+y!*OMsyxCOx!9`!v`JgFhl<j>A?ynTXxu9Xp0pL^A
zoxS(x{j|&JpPYV}P1=G6n6F_afy*Z3mA|@|NAi^6g40OIl%QeEWiTLWKp0I4&*=a~
zL<V{HLdEYIOp?`rK&N<QQWD+Bl)uZoSOjc7F^yr|?TZOtSBy4vO1{C8;hR0Y=EVYU
zJ~`%v;hP|r5;d4*!8e;Uj(M@*n@>!`__q_j_cqlbB5!Ri^Y8*g-tI#1+?n!X`y8jD
ziNdvMIM;Zz&b3YG1r0NdSWe18u5ZmD(-+}e{LCT?LBr4wC|UdCE)DF>>8f;H1b_YH
z@(A#I`}pI%%7&(zlsBxQiVpraIBi%C2Kdaz6B;Owp3WYgs)oOU5)4Fpm5{`LC9Nk=
zO4pIZK8k5h;jF)<5_!1!loGw7ghlD4RQl>b_toV#mU8k{))gqH`_RgU2D<(y)llu<
zB^4=Q{RH(oO6V4pFoFaXn+vR80U1?*v2E1v&=k=`_v=@{J1Bs%EL21IEls1`Sn|*H
zL;ncq#Q+_jPLHDNwk)#GV>zz0Xce$~U^}2WMK0qiZKACPDbFIZ%x5^`{LTAp_wkLN
zSWo8(8d#z?Fv9MPQM>J&#tQR$npn^%sFaV6mC$WJ5jp2Q#42!g<6E)vNVhrmhe)~7
zU19$P_j&BSDDLeO#BCBgfBaPGe@Y!^V0og~3Dy+Wf(A{PK@*+~ahD8fsUaJms;+36
z3=<rYxZd*5<J76b#~DRhaivn#7J&<Ap2e~Y8pFEV3-hHCCGafxc`J)z-7apOGKJ>3
zZ_m#R_+k8swmGSwA)e)hk9q~5((9>RD3utmvp=tF!$i^pX_2JwE$HrptEOn{5?~B6
z-9oA_3&`65t12u&0bPdRUcE}MRifuT>rv=fDP=YtO+Ik9kq!mZNKSVoG*L?Qwl3%q
z6x11)4pHiB3BG<ZnnHa#)5ULQ@*UGeKhl{sdLCnlk`XouGn<V`n>HBP!18MIvebnb
zo6$(_HJjpS%Ajsl%vx3+lXX=ur2NfnrjFkK&&yKxv}`ln^_rS>U%`xGWE1Hd9cpb+
zN%-5mekyEYi_x?fT}SuAR}UlAt|M2EF2Bu7`wC0V{#05Mtrv6|L(<iB?GyE@O4@$Q
zTHp+`)>`-Em#X<xxXo6qidb~fMa~V)6Ww&(|3;uHg}^T6Hpr08Xr_>Y_>w7Wee+dU
zbwR@>6X;T0T9e_zYBdJ7c`*~v+xz;J#1`j1dyS)H>eQ%Ni^{hJpGODWB2pCJ%GQ*%
zw0z~K;;8yWN*k4GaMWg--C*Whl1e)2Pi8IE$a{XG)V>%4iMg2ff7F-N21s8G?)PY{
zJZTHJny&e5iOv+)Z|Fjn`%I59=?2<@r2AV*tt}E;zwv8#s9CSElj#B^@&x>kM5aPV
zdQ&|HR}39FQe8zs^R4ErmC0AP?9)^24t<9*^gTUm$lNmq+NP(122<*{u^LcOKz_QF
z0n{G)Kq3p>=<7@mIgTSPQ$fR+xO1FN=8sF)xmDOkjp|I^dqj#~b*(ccMJL~XgSq8l
zG5E&A4_>2e0Xq1YPNC1!^;}h@bS+6&Gy1>NH-ICfOOBs&m7qr^ZPLCd4iCPH)zR_6
z&y&M&FipJ)GY1W04#6yaDCompb)7(wV)3^sUGU+fhakhK5WS#b%wFK_L^9(MOv9eP
zQE!b$7c>UbEkSd3qzfo1u5HgfBEWgC6jfU)eH%y|M=;Ip6V6r__I=?09-3y;XF&sI
z--SLS5mctV?&uL%t;u;T!~yGG2N{$kl?5EGQY}#au{Olt0wZr{B!FqDZ=oqnEaoTg
zAOIy3yWP+`2XwgakR?amJ7vi6HaQC#lJnYa;(4I;vi5|Qbff3i`}fvVU@K<RxFQxk
ze972Z^_>!qc|rdifqoG17(U5v$e14O9HS3+p7x8b8FlIjbVtOOLmt_&^8P-yItiK_
zb(*Z^K&DOskKr<P#L63`p+meP@LkZL9`8e6A0t1Y2}}=;=j+Z$2SkGd5AP5)8I~M0
zjJZFQse`}Xj3{Z|dZc)@*Iyq@|E$#czwTw*U3NgZP3D3IyncZC+cEW_y-caI=dIHo
z*rM-n8>XN^JNAj|rq)V?{FcEq3Twkh;LVF=v(<cxT(tOMcJ4Rnbaa=*SKpL6JM4DB
zqCr<4W#eAZKq4Ol6PW@tT__UWtD|c@ht^T_S)>hxdu&}@Xh3(@(j!w0blS}nH+$+a
zeZE<h&Ck9A7NTL!=U63d&bc_V58e3qZ}%T%lZK!{TW%I_OS<BV2JcFB2b*%<bRSt)
zM~R~AM$=NdRytPlHu+;=k!DeCXtJ$Kn3PIQsjjrRpm-K!UM#I)KKZ$Ku2yl~s*D4v
zr%Ee%Rng_MMt)w9aLfy=q@q`@gl@??+;-;9pv*$`sCi^sW`4szM)Rm2E0ZiT>j~z#
zuwZx&n;k*V_+ZYfh|gzCfQYm7_R}`~EYpFSUqlHA8pb?>I)fAtXR9$UIJcwfI3B})
z*N}jy(IVn8zi`Y87lmUQ(h_SIV`Q&zJgOKLiJ)Oju;WdLi-c!Q<~)=|B!Y%9_khlb
z8N0R$6zr;p?1j{GeLht);^F6a5798@CeZZ~@=n&kOEpa^d&KI9W@nKH{DentLC<Ba
zKofNw>i6YHA(rHVLRSQh0d@z%v~|Yq>sD~xN_j-ILb2Sd75Iqpqeof6jnqTp7n}<k
z=6q`m*xe}0KDJ~Unzi~yS50Oi#(DBAIwNSffL&2Q54AE)WfhS4`F~Z!=ui<^#k5{U
zWZBTv?fQMG^X`Dk13F%|jct4pG?2_E)TBD={b%$RQAB;;Y-z&T^3kJrKV}z<S)w@w
zjlp#9QW`#*(p$p~5CP`cCG%ndHlG~x!oai18fH2VLmXL~1|um+*k@vT=1Q}>{)OK=
zA6;2#ldhm4hSzQ!AH7>zFbh-ZrQam;6%mVWpFAQZlGHb|+>yx(+BN&0{J^;Dt(ON2
z8i=|x46O1`c1j)rN9*X=RWoc!%yin)h=PWZl|2^oP#p+Gd%CCG)v@HG)kqZ}RuO^*
za^5;FXT2JuJAakyUF|d4o0cnYUMxkLPwe49H9kkjQ8~jqlBQEbs&_mb&IY4}{s#?1
z|3+gM<f36rTq@`ZOg&Q5blTiSVZjtMjQKYV>jG29m40379KK+`YkygZY&n8YLBp7>
zSlkLseWIWETzXm8K@Z;cyA4y&FeWZ2l$dL;edw6oMib_*b;~b&<!dXSg2rI3x(pL?
z!KXIDRQHZ^=hpmfu$50iV=%owIO@2wZg-{1cmz`mGY^^Rt%gwzPYKK?CT7eHQTLbW
z5its!A>oJ9#x{MsH8KSWBP?hb^A%ve8pkv}*3m*kRtkYBXc%)jFjvGeIb)Ar)1m7M
zOhLn#I|FlN98;T*6{Sw~cD)z(nQhGoCuj_&`vf|u9|JrGI)F!Tzkp7wRX}|DF~B)!
z7;`aUl2dnZ#h5{3Cm$c*G!bVuEiw=^jJ+KEz8;qWFLd>k&zgNo&@d(fIx<BS6{E1v
zN^`=9YH9T*Ke0JXY++Z>Ff_D3(}|!hg3v2j$}+8Qf%}MzfKUcO!^lg4T%2rbs;f#j
zw(2{K_do;U!6Ckmx$+H5H5g;}dBagfx@rntuU(*ikmXlg8h+)~##bkLF-G^o2B(Te
z4FrwBRGKEeEOWXPU3%=tMG5D#PY>$z>J`nTdSY}FG{98194@8GXF5_yZMG$T9%p70
zFby}<kceTH$Q+q$lF(TiQqVBVYWmPisUB?)r_&X+Y0nb+p}TM%^B%?i0BDAoNpPZ=
zlCPS!`gQ4Go2&&5F)n8k`c~JY$y20a(=mOkMX%~Wd&2OHM!FPV)n;BS@-m+s^8$I*
zVG375oj=o=aI0_|LM@$Oihzru!vZd77<{^68h6}BaCINgLwyv}JAvsUVj8$4EDLlV
z`wa@(-n2X$TXO5U8)x3_X=_?RgQgWXaW>GEn00&5hE6S7)n1xKIHJ=E8VJ3J<eddm
zy9HL4I-P(1ykPY||8A>+paJGTpzAZJ!)7`iIeHZ0h-3RNVsx>nh@fF)bsKqiiW&D(
z^|S)7tfQ4%JP=j8WLB2?+kV#DL<9|&a4Jl62Q0zkn>*SFL|jb5;0hYX-3><k>v)DA
z;cKu+L(mvZcN27&u6$2+69v0Rm0S0<r%kr+r){I0pkes&fbSN-kEsv^i27Ri7c{1T
zEV`%XiXW6Z$K2j9ZlYto#8S`@rZkMW>9nbG`q8zO4b_xv1zqSnsAgw1jMxrF3gcv{
zkDx()rolR@Xtl2XXp$X1kCX-q{!eAc%Ep)3poNqzoC_M}9JAX@*I^Xt*4#?x0Md07
zVi_@$!cS;{7c>lSH(c5u@l2^xwsgOfdlq4mFASHUK|^mFUrU>YrnrHsR3mPpRO{($
zFmLEwG5AP(sw!<1^DzDYKx4OqCUqxpWrFM_2vxC2P0&DUss!BhnCU|$s1q4gX{P~u
z3HFk7)8;WlQ6=q(=HFD8#MgWN4+>g!B3fi)DoBqERI$NR$xDWqB8$4^5rCtrV^=qG
zM%9`9+9Qizy1b)J-2@HPZI8IRMK4tLlNQl1<f`2sWoJ}uO;H8^EmAwt4=rjTXrLDV
zgyPw2$McCGH>BuHf(DomV_;Gt;+@*~EV@EganB_a8mlQMm>pltO)Sz7G|ah*pe-Sr
zg&ZlS_eZ3y%~Bo#kcxjbDebNf*`>xd)V0#7IEw9zYO81~OAQ1K*8uleXFBN`l&7af
zco)XOf-Gnlc{f7#9-;P)VCqE$Woi6J{Y51!*K9%kK+IzVjlpzB!6<ds+*&4IqM<C{
zf`-8-s2PU_&)IkKFm$Rl?S03jC3d#%d)nEpziw}{41$K3UPsH2GHR&?C3Q4Qc-DnX
z)>Urj!z8F(_O9bw8&gATQ&m&sDp_k^9#T{Ast<RgBS`Qkp%hub`th%h6!f6movK}$
zcc<({tY00ltDY&*o*+BEwi9`bIZ8%qk%^1W;l#2RuznTLC**XOlk#6bY!ysgLZ<D6
z7D_YG)YR7a_HL&I{#>cE{ok&9sh!)+*6johY{eQf6CO4p=w6y(<M!HX_eqsrL;MJI
z-Wmz?RTpBS(ltqe{B?ALRuUHv!RF7QKWi^7hc%h&X5r++Pu)K|(@(cl*Td)uL9)KG
ziMDx?l$>e`ahat3dyB)JR%s@;xc3#|5J?$I!-ErOJLcj~7Q^xaDs2-d)tqc<X>26#
z74EU3$V6N;6*2qzCakAQ{UoaIs{57{!yO31I~>DAcpE^_n<Cu-#9anMZn~}obL}?N
z7RAp_3V)(L<V8J-aze%qOPQb$jt;R{OF_f@9}fIJephX&tjkpr$9I?)OG)OF?{K(R
z#SN*N9Ep;8(YawtS2$V8%AAynG>umBMJAkUk!_hSXt+8pD5SHW6=2wO%2gEs&)YJn
z8vIk$z)Lw)2U6j>G#om~W*P$`y+QBAgmXHY-tai=Zl|O{AQcNjBL!<l@#7>Rrwdp6
z4sg~3ia)u9Ztb%xJ!h9Uo>bFIJ@gyzDjGZ^N-yZSxPfZ9H*$2Uxss-`l{A%|>b9A0
zONsg*T>|<QE(*4mppDuRlOlGBO;ZF7*8w>ZWk`~yr%jfBee=eSn_v65x;$BN<SG;E
z%U2t*h_u8nxg`A3yBX3Ahv0HN{AF+UzvO(B<XsVO0YSr<mw=m2<i<^s=g&iW0-QTl
z4`=m()#+usj7&IB{Of}k`yTXaP=}z-;b{NHkN4T>i@WzqI8QgM?fT|5k0%Tx`vMXV
zCw1{fcQ3f*;Dqz&%g>yD^xKamn31KZ+_v-}7J|E(fBw&TKThB3m;~ACF2#TDc^g&k
zB~nomSPmM-T#U+fM>K%0U9vGvXKfHs8vNR1sdvnar3CYdX}AQn`9DH&?at~(;}jmw
z)-T@uWyzZH34Sph#0_d$;6Bim=<#rp2ff&{k25;KFQ%XO>0*RZ;J!}vRuAX7hxVG)
z<*WS?{KD*f3?ZIGoBlf#x~pmIQ4i<vEB+WbZ`271NAJ;|s;+lbx`@{IZc*Bji=Odc
zBFs#urk2S~Rb+dk>osjl=bK)%fO?V8LqWsH?*O?dNs35AZ9|F{Y_3WbfroR)zWsk*
zw&j)yeqnhA6)wm{&&3=GjVPL==L{7zWeE2qljeu>{aA)2LBr7B=^D^^F*RJ+;+84;
z(5x#h(B>1<Fmy1N2(!z{^!0@txOGx2IRy=4UV|x4iDI?NKHt!db+s8lueRX}8pdCM
zp+H1xYU38(b26&F8WX(Y&;-w76hpt`a&A@iF!tSc&9|8V@=VYoCqcvbwFsdZO@)v~
z;;65BIK7_U_WC174Nf=}=Q@3lJ*pw-Qim0pdKZMcRKuMQ?Y6}ZMDJeo<v$X8HzZ88
ztEt*rOyT?E^)&01QfE-hZx4@|^=&ZuX(V<sotr9aQc3^7KJhhz*i#SZ`V)3qHn}O8
za7xq7@6CMn%7CwZh%dUC)&G&cp|u9dFA6*yD^m~WnLGaIv*wK*63&e$POiA_$(n?B
zZ`?R6z2@`PW&0hSaL(=5aqrK*zAUid*FsWbm83#bdK1Uz%p3fl+Bf#^O&0t<Jv`09
zsDKB@`Y{bl{{vLFM-mf~dVi8Y*SsQKtGfo3#>43`^x;R(>v%}QIkDRV)x|%}4l0c#
zHr|HRYC9CT?Lm)+)9c+8Kc@N}kZ{gg&{FVx-Fe&?pDW>p3nS?qPd`x)XULojw|?rW
z-U;WG$5!>+t?>Au>Onb$p>j$F&)BW%&QS@c*8#tj*4#Be;A<N?%$n&EsaAwT@k<s6
zSo9u&01HE$y?DWe<K9?(Xu_F%$RQnj47`SfyolJ2a4%>W^Jic_1o|-M=$8r;4_&Zt
z!g=7xAD{j4sp|-Hv2M6PB7%l7_ePZ13#3?)mb&VQvl_RnJBl*#?YgM_(^ILXcJSAC
zXlQSdR<@vJ1wG>*2>c~+{KXTm+x_7$X}a*h<Atl=T|pzAhg(8PwgIM~VNAGoDMMOI
zU7dBBr~}sDHYtzaw%J2L!{FCo%3eIoaje+dF6OaoqK5H>5XPTc7=fB!dHC4hx1TjM
z;e7Sc7T>f~%_U(xqy?OVhWT9#ehZ+Y5v}-FU9Y)64;hkhdiSc_@`CFxC(wuES|Ml{
z6zdl6-=LQR*`uX?Ui@cCu>M+o089iP{uRO@8pga6jF!-OV<hyp3Rmp)S_S|?!}#xj
zXEBh8fzQITpkd6H!E={k^^MJ~R*v;A^If}s1oX~Fxs5a$x;2zuIXV~73&has&ms;%
z!>s=aaU7<NMbJF#*VwK3l!p$z2wo>K7ZEg!*^9)RDJF)k!Z52$$Glju%_pW|?57Fa
zG+(d+)^n}Mp7CeOP=prJf`&0)1g08R!p<w*Xykd*;lEpw419x$K~9f!f`&0)2BvS=
z13q<}{a578dv481+jd6Q@P{G$@Pc2^FeV)0bUpesa^xk`4dgCR2~iN^LH#c%L`*z+
zdL1woE>O^Of$yUd{zwww>%K+d-G?tb=iqy0?Hvdv2MuFBgi3T)sS^DeK*V^gpXK}+
z4AVahQ=egWhlkVo_)bH2J&h(5=4Ga*wIde|GyIWacpS}Aj9(+du&@dibrv)X{yV@i
zj99Vd^jda9LBrT3$X;AxoJz?Wmr|}EU?EUn@mscfIcOMPMNdzoL6$HBFT=dQO&r&u
zc0;;TdYg~;+wh7(q#d{F5hVu=W0r#F&R{j!kZ!Kk{^~%jv>+qf4^zQFSe*q8gO5YF
zxAsZ6H`A0&J)8{=nRmq8&uO*3+pWdR%U7IE4DWytq=H;Dj5!RL%k)_N8#E3N=jfAf
zez0+7eZu*n;j9l%y5<!Yg8H0=hB1+L+Iv}JUJ5?(aK8Jb@%A4VI0@&{Ev6pu`5m_s
z=8MY4sn1zx7_$|axDkMQ#(Yvb^>8N7z3shGqi9lCaC-kE7Jh>GN*^-^4P(|5W~RfK
zG<>&hIVPP5T)im5v0=J$gES1m0_wpRq&j!>yyC-+&!)wi&vY&tX8HmMVwD!|3J3xZ
z=gZN~X$NgGHQ`KuG&OJBe$Ozb`kaM^F_(bhzTDFqD(flClyX%iYjsdnq|-?^u$dkO
zolekjQLlo1oKK^6+!p$Vhcn`h4Y!&*dMvU3)qigI^W0~HrAZ&^dztQLi-tL)9;1%9
z;^Cj2ptRsi${ud{<4cbhP-Xb>rZw*Lmc}Iiloo7NQz&;dr5ka-Cq~r6>3#hb=U&iC
zy{NqN-gnOW?wMdQ1rEGdVFC(O9zXSPUVGuFq7lEAB%Gxk4?1uEs-}SBU9p(zNOwuN
zQ?Z{^kn2Y*7I5mVP=$mXM~4(FIQqHqv|?Lx;F(XKv<ZpDTM3%5b4k!J<~U%!sze>y
zWzvUNXxZ@GWB*Uvm4-)AJbi(LgxmxOw}>3#38I1u><S4-BoGWBqTsS5%P^8;V<!PZ
zR0I|A#`{JDIYdP~5Jlw>4^%)AJXlds5kwIcJdn$`s(ZS6W_osC4f%hW%#*G8b$4}j
zb#--hb;I0;tGWYb9@5x%qBI)9oPd}s1m+Q#rx-qris^Un-`B3L-#Dws+y3G`LA8#m
z2Kq=t(1omo$IS!^F-3n7losP_Dy<B^P7M@R8I#OXTxb`<O566O<|e6TuZgxObd844
zv2N^hcz`HYWP%{z!{~CsQwhIMhRJqH?sL7LP8dfc$u>IEKl|r`^$-5#Gd6y-cGb$;
zFY~iaqF9x_X2}(Uhc+pK0M&v$SD$)t`FVc1vYZ3rAx=@pnKRHuiw`SD4k)sc;QG8a
zW!ZkVmm}JQA$MNgQ@&i?+HXu4Gh|>hcD9nxdyq{T0kb?%S&G69F3XUC338Rrp<@mr
zsPZ>h(+EWwi-tIbUKeSWJb`{+d>8{Z|M<uGt-Jb-e<~IYoG{t1hQL9jAIK**P8x-t
z@D+W$jsC**J+J(ELk_I%T0Z^Ud*`5@e3KiSv1kZ01sz|Pi3vm1S%exU`i<>RZpd0T
zXB1#YPy*s?m>LaXHbKml9FyGufB3@~+C7-^Cv=%{>J1}DyuNLs;={@4<Z4ic;mfc;
zTn17f<0~o!zhc|4R(7Xz`=vMBx96L_eq;De&ny~O{j@5j5*1D=x{3Ini73e?INFy~
z(u>$nQ$%~(<7mc*b*lMepK;T|ezPMVoew<H7Ei+Rve6J`Pi%8K$f9)Z74t;UW($-X
zd>B`rP<iFbAuavJ^aUS0ws})Wz+Vk>81z958p21%A$yH;$L1*<oznS}PmNA~quc2G
ziqQujRvM@iawmoRwxoyB?qbwFq=J;^)V_If`KR4K{paffu*LKLZhQUrc*ojKF;dkA
zhekt~qp|Y1NdR4|=qsQ7YxOz(%KXOWglPj`DSI9;E&DzO4PlmZhQn$K_iZKD0snTK
zUGZU@KKSy{2lAWv>4oYXgNE=QNBnvdLa-TUzKseCA4blAQ$}sgALBO;-?7?EZf-)I
zmxzHBgN88C;mB4A5x*LZ7<?E_FDdQzLdzg%xL4Qp8vWHWz_g}2Oz>jj!x;K9>)hpZ
zPzskkI=$baV-M0?e-t6V;Z?B7#jM}cM%_B3t>2I@Y&D8|oS6lG_`@jkwK%Z7(_p`G
z!oKmJj2iuvUzf%oI$d&6`#XC0jq<##zuG+ffKt6EU2KP28mn%+<&Pt6vi!!1T{%}@
zn}$O2ox5fl4KW7|2=<v^j@ooeKX3Kx10Mnt>AZ99+&llq4S>0rW7<Z#MnjlG5pyv%
zJ>Faf9m*fZuXlG!A6GikZ@hc?=WF-(2`Qa|ozA`$_(}+OS3mjXg3X|VmN(3wc+R|h
zzvWRd|3Gfy!<cb6vqw>5AQ|@O!r56HhWXi7?pl8I0y{Bob7#L%w)L9jTORAKxQUvK
zeJxtP6t^SsVSHaPZ|jUl!HZh?+N8C`uY%v2JuNU}&``_Od~4UHFKlQV=Z_!gH|}aW
zsnhcpjsQ$;!qsR9a|YJ)XEBUb4}CCX#lsUn8|pXe6kl}Xs|@A=DZVji2(vE^vlM$6
z2~6PaNh#9=E?+#9vi!-q^7=cqO``@!ylrq?n*Pwud4HeeH{LoorA@=3N|(i=p$Z=X
zCPW&+(mxkYTt%(7#}YltWa71(mX6y|)m&_Cyr2M%j_;RW+a}HPvKx(t>U}9<t`eAY
zkiYn#yOS)Z?;f75kbAT5Kzd=!*jx{kCP$oO+M{?K0QyK1D^Djnx5U{2#$0*ij*l}}
zVXds3ZmJc+Px`X`ra*0XOQRvqsLemSlcibG7is<W*7F-Dt-oh}bssz?wwn(>8#go>
z!c^R|V~Qa4pM1ui_kWty^lQMB=CLx{>>H38J>eH3x07w$c8nUq<JB?<;6H}a+>6+0
zfnf2ZU{!e_Jk~mCeIE>bh7Ut5bHA3i+(Nh=ds?`2V$e|4AIC0SEc{Q3UbuhYcrL5F
z;@XeX@LZwgB3g>ViVtJ&;7PM5Z>;Y(-rqj<$D!wB`1K_mo7UvF-5qwoxtr(SesJfP
zyOeysip8$s@^5ZH8v!52U%elQZ!{HRL`GdP`O4F}Er4Rb6iPM*4K?L^-V3m}D=rSe
zg^)aSUU|L55^Sx{7%+XsJ!jp#1F)?Pl^8UH{R`IDip0Squl(GrQCaYGySv|mOskI_
zc>L+MukQuc-^Gnc{&N%>!o=Nu_7b0HY<fko9z5npOY&!Zu@4ev$Zc_KANxs2z0%1V
zJ>ma}{5WyQ1VaV_KpN#Txc-*s!>;u}R#V00#M|O>MuxW}ZT<`Pl|ShI<+g`rqs1U1
zU}Diw6EMP+J>+K5uJquDePi1AjW6Ht@$FADuq*ev*`m=%Ou_07Ai<77Iy>dgdq(VT
z<~L^kVjg(v>~8^6JJq7m0Op|<?lU`6%rcB2z%zh5V0=cB;5HiA#?da-5Gt?+k@EYX
zt>REvN?wo|Aun(t6*Y)cL2$DdNO&XxaB)_3ut~eV*24nOXpr?BHy`<tmUsD}-k3a=
zLHxICIug}}cq#ef0WW_d8iF5(@EHi718LD?6i`#X;J!J;;|zt18^lFb4&G>6KpvIX
zXsGhPA$Ehnuu!pnNKM;$^gz~V2ss{9Ya|JJ69StwDHOp_u!k&PJfP)IL_^SnL4$*D
z46sKq2r1OiwSZ+0bd844A47B$Lk(BUv*3ZN(Gc$Kpra!VhE#bWYtrR`tkDp1m^<B3
zxG}ppTsH3X=xZD59^e`cfj^1hN&O(iKM&F&RF*k}uf~QPADAzpLwpm+i33v`$R5?z
zXk>Mx=vkQx$yhS{>W6Rn0{t$Up4Dg&^EaGzG0Fzy4L!Na$zYp27k1h|b#5w{beli?
zI<fcBpZVm8Uz+i#(jbvaRe50vcTj*IOiiNNcd|tO9XsZpfkZ0qUwy_YNxr5d7QmfZ
zFiG=rcs`5<;3+<*E7s6aiuM(i!cB@3VDaVP|II5#Zn&}RPdKje{k=`rerhYlheJBP
z61Ni^C1_tz2?J5R!~^GCCkknaLgogmgY~d;N24LsuK|_)4i87YDN-+KOG5XRk7Ax4
z4O62b%%8BPNdX9ZDAXqiZFG2uq((!~$;h^b;GpLB6@!r&7+V}H#mpi+AsRj?(3D=N
z@-b+rgoaQ8dkdu0!4RP^z^0Q1qerbZ8p6cRW_8`dK}o)@YxeGRV>bwgHAu_{v6b~f
z(kntGj(*fWp(5}TR^MF&_4~sCHX!{6D1zakOb4b$BQeEpk7j4d974v;C+zs*rQOVH
z{A)Cbc>u>hKd7D#=L5@xbkyR3AdY_ns@P0O=vfSxl|?H;^b`al$%S3i-n7wB6Y!{P
zByAXEMGsfPIpQ+BN5dg30u{pE<QmxnUZWxSvqAP`Xphowf*w5O@}-*nfuq(w%H>Z)
zLzuS%W+Zv&u-*m3h7ZXd+%MlzUoFhYqrMsqVV{Y@8qe=t0#wYSz#o<eWUJ2@+jV%C
z)1HPEC}`LrP!aP!6oj$x2DQ&YdVG*+LN^)!Id-X81&>Gy?DrK;2mr^+DxF8-s53uJ
zJev1rX+w17^6x&z@9MG2Qb#eGmBkD<9|fW<yh0*=0d=-E0mPOz-Zjx4TYwMi<lP%G
zZTvdESmsj66M)yxfk+>|^{774YE!LON24Lucf|VC7b!j*JxbCgUp#tL{$xqZQdQe$
zp)rxfKw)txSn4uTL|q(99*un(jjS*4NtWhTQsVw<nDQU%x~)Uj<EW&Lx)*~Q4Ph=v
zVFGi|OJBq2mC{ko(%qAy{E27?^I4P}IG`(xK&eL@9M<v<d2m>xp#o4eS%#YtX6xaD
zGAe)Z8F%-({qkpSMn<H%E3MHG=B=ofG6I#bNmv#xHzx-m_F_`0qtcpSSF`<46NeCM
zG*kdu2|A}m4vAwv<MwsQIg4+=yFD~cYcz!UCr(@G-n}<P_8#6OreTVD+Gq&#Z^Ufs
z#uSHeVFnlT9bTBCVQMsl*#t%!tAm~)yEk1p?p8wD&CR!+xBT%nfT?wuMnjnGarBBU
z#iG!}QV7rnaOKJ(jVqQx`vJV6kcJpE1l|Y1lVJ^AQVCfo#EIngz!RaVC__Ph$I>Qm
zUv#rqr)e~VJp-}h%EG+D3Y5fMXcqL6Y8=*R2y_kyofI^kQJlnuZU4OT)rw0l<g*A@
z@2Z>aI+(PYSf?-dN!^VMVa?sciK2JcJ`&#3>%t59CK88Vj`ZW<;plMz56gz1yVYBs
zJ0}Gg7iAi@(NG(4{$QEzVK4lekY93i`+2X$J&*~QnoiYd2=gTH{DMVX5}Xi%V@Bg4
ziwwVZ3u>K%-Hi`}QkBXik0eSlXsCoPPy!o_lcZht#rU&3dQP?G-BYnfjUdpn7>_85
zi86o@Y#w^X_C1w{-?KJuE{XC$ql@X~ZICXF^BN6dc0<fR-E9zem>l#O&-Fh&v2!x&
zE{*dV4Pnm5cBTQ-p_!$@V$iy-5geUGN}bqcSDQE`M{&Th7H-)Uvgq3H;<Eb+)+`<(
zq+NqanB_Zt#?7a{aLvL-FqmWsIQm#iQG!x08a=iB4V-M^hrs=l&Kc&4rX@MMu8*B7
zRilxp;)<;fZp|&%wZ`eIUP#G0a2fQH=5Wwx5c3b5WqGoVdc$*b{vYYpgHyEbBh0zL
zEzsOUP^di;+i2c458FVak>F+~8XswaoXV21kQR}9<(&D|gqYOeqyzH9JRjk$x_f|&
zrT1I%(uucVm}wiW8V%JQjj>2$>rzJa`FW>V(gfY35RHZkS%rmU2Ktz#aD#BPJ~%!m
zm7;h%iipap7bUCkevT-tveC#^h-HH&>j%uht#AAZ4x_eH-%iTxW_ZcEMgy3KPH}Hy
zV4gc3GRDeB1^5BfKp=WzP$BEKC6C7#(`c|Qe?n(OX^RjOI3V%vtiR&(uNmUi7L5km
z($C!%XA-rt2?m5IiOdJkwux|oP?(Ln3ht#X4FBt<+6>32O|{WrQzv0lF<+@}1d|U{
z4h>xEa{Bf-3G;5YYkG~I@XrAHNOE~7$O^|>XF_eq`h_vMQSKCP<la$U&U*eGkKHN>
z7gh2TuqqvZ_8pbS(?K<dONa0qup%HfHdL;noIz<Sr<quLKsGRW_ZRFb15aRDk3mBv
zVGUVlF|E(RcYGK!C5};a-okBnt^i9^a(Wk<@ecwG;3H`idcs%q_7DL|3fcJYolP6R
zftD^PZzrZkLzpMwwD=Ix+c5<<?HNqi0ym~cLztK)j<pe(if`gTF>FMuTLIAT;oz-C
zLzpYk2a{lyLhd1#QBL--kW5rkXLuVD;IEQ2gp2iyq+QBK7$kJXltIq9hy+=_c<4a+
z6ZuC7UJVYrWhpM4_{3-IGmM*;9KwZ<Hs5PBfO*JY6TR_ob)!ugc+^MeMjH*b@gVke
zI*1VL`Gkuh1w^(x!#4R|<yMym`!pJYeh7EL5{H%*n-%VU(QHExV2y@=AH|_}4OHA=
zGtpXUev|D(4i=vYLrI(OG#ZI%J_yW+q+9ogTNe*I_tpdtACas6f1jBF`D}8ZP2y0<
zo&@*EI)zk<HOaR}#WfnLcpBOQ4Pf7;)Y@t=9{|4dhmp1Ufg6X{_d|r{;Z|+V+&BPO
zqQ#caPp|u6@i&m><NjYyou9I%BSkyD1Y9=pVe~MD-~ZmuvmlScdGDX=pLYSojw18p
z%!{CG{xG)xK6%38^C4nl`PHA!*mA5BdO3N!`OT0GuYwdXfkMbAC$FD(C{4jxSZm4U
zH#II38<$*Vh9D~vMp#3Sn3J$jd>BWk?s~KOZV3IjtkuRNSEXG9&3jc;ECvl>cR=hq
z0YKacAMuAV;Ln1$MkfsL8^+i1^ViOXBOVel1`Q#ehKMOeEL;X{EwN5~&H)`I<^~E7
z63xUD*B1y~7lVetk&)~|F+Zu9lXAEHdDWM<t^NH6z_h~FV$ev;D2CCjeP_=-_BLG8
zI(*%)=iKt?6kvj;;4~V<OhJXx9^0!Kj-rbX`HVNWr=~qxlI?}5(IDnf=$j~*6bL$@
zTi<T|o=o<_)Mya%I;>(}oRd-@zs2})kvOm8&?cfXE98a-c#Gge(wOXA_avp!Q$ZM5
z9BBgX&QKvF(Zh@yu}ZY-7kgEi&$~n$y)4nZ2z6P5VdGi2q5_hIJK7}{9&g+I6q=UQ
zXe4r!ju4xUKl_ZTv1j*fysylwBQzSsOp7isLa;$##C>SRUYHsUVrC%bd_MJ*!L5Q?
zK4#H4NAPGA2H0pMuz44DX8p01{LT}*RiMS)cqnm=hG5rWeN#&-OTa%?7+}Ft!<ptu
zsDD`Y3VGfP!(6MhMnmX>V7mejt3dL>kaZuqYfDf_ug%-#fv?dJet!^6NKPKYl$(X2
zOHE89B}4_4f#ngafkObh(yT!6#B#5$B;!%Oc+^_{<k&{yz$aj2cM|Ns1>lZX1GC%M
z>a5wv9?%*MF@&WcLn>ek7G|vyh+A@QzzR-&AT5axyn0ikA@Fqwo)E~*9uHv#j!M_q
zslfShI2CY{dyfSx8dL{dcj1BU*jdvgP?T?@p*sJA*r^yeI~Gpv1u!|B16{Nhw5@#c
zV7L5<XbAld*rACuC=6G^H5%UO*KJxdDzc46B1h48txw3B-E$Mz9iKh^RmQ`MioA4_
zMuV7#P&Z)^bR@2y*iYfJB_AcCdA3UY+lq3~H({Vf;xDNTRXP<1*&Oo416BTHrRrMC
zcUn0rze^!?2s6Xrwy)CBwZY|quF()94#U(QX^>}*3r9n?Igg_v+h`=RSr_;WKFT3g
zLrvTx)!}PA32?UXPSZ>r>2)xKIWo{oDl{6bGFtFvcdT-g;iaHNgT=WpK2VZ9vKI?>
z+8X_D8H1%nk>^3*JXU;VmjgaS+!=6!SIspVtod;0L6#14m+o@%5a++3iD370?%~54
z$TpEDOthKU6M*i}60Sf_xDH3wp%EtEsb2;cm*atVTM^nPR0Mv)hN4kr*ZXn>Vu<9O
zm~Kj|wnjskr{d5~C8zQ*=DNmH8)+V$r_m7lFNmIqxsfrj*->px^LhYlGz848r4-0j
z!}p3<WtlTWqxi4}^EVd{-rd?@k@v|N<MP(DFg7>z5;=_qD~#I@tPwsMqd3|7P7Do*
zL7Lfa<fbm~UJaN{+#;vZ5T<uM`z^WX;h(m`7Tm6PHut>yYCP?xt%Woi#JmoN+aI{l
zm<n%>ddj65rO5E;ERBXRz3WL^s2wj_v};38ylGLZr$z&qhX&TfDJ8RVL(Y%#QPz25
zbl&G+d$qn6s=#4fYIW0Su)R&On~{f+gb|QyCOpY0^pxaKzIgCa{zTah3HLUP#A_TV
zGr=CgQ{|X@VH~=_oR*1e)I0?WA<HdP8VwZ^tFwOe89lDMa$)}lp6eyiSvDHPJc10l
zHV&0ccE8F}o<bB8^n-Y*T~Te7L2QXZL+H8jfZiax-|)fN!$uD2>p+%XK;w<OPdxqc
zm;V4>92UG#$QlhH-;b-1<bVj2D~J1k09&1O5($am+S$fm{M9pZ?_q@<gNCs2MtDd;
zP^FHqan9p|!ffe<_z{DKka2d4Boqe9@j6AvFcu<vtF&2fg&J!Xu|`9<+%J|`2=P$0
z44leWsD+T<ycCmTs5WYK`A_x5uutSeWi8{DSo|FadqYnCx<=J~Ui{T)h`;%W3;Zn#
zS9&iAYT9u;o-{@9x7NX5!dfQ@@LFbc1cykn)q%B)y$!KZIL5-=<+UhuS8%hgFi^{|
z{E$ceLQq9Pr?Nl3A<`CW3nGWG0q5bF;{)!ALmGf5hE2E}pceU?g~}cnF*Y1_-nMvr
z^~LPXupSRg^5BFvVm-8wMk7bHSr4Wg6f}-pdyFvaBW?<A+k+**lQ%iQg{KEjKnwE`
z7f9B`r_`%PLzSM4;E4g8u!mHjz~!KsgbxdEwFI`E+>Sv*z<8^rTzM&avE=#QXYJNB
z;30`<IhbpZo~OsKXX2x6+t%%K{+^yy*RQutY>}>)`}+I1hk!%QB*=IX9@QP2MPB!!
zb2goQ_QH5Ce#rnxx>}kwK|?vt7NRe>y~Ahh9rx2s3y++@qaS&(cVV%QAicfV#iy1|
zdph~3&yWGV80O%rrv2&!jh;B`2mDA}c1~WNLk?)=Cto~-SN`PK%;J@}A3@`XRJl>3
z8*J@SQ1C&v3%yWPXCrETu#era$2Eq{g$SE4prG&2;d#RxOwdNB2NN_Js_x6Yy7|Q+
zcXhQ-{u3<T6)%T^idqn35(1#*3ys@3$XR@lUzlE`94h7uPA-;~-eM*GYDC#Ba9VVT
zHsNASQy1iz*nYw}+t=jp_36cuL;t!N(+(!JI;4ty6PcKrXO3kMVwT4*vT<~gNSJVf
z%$$JwN;6G08tS5B$ji%xXGEzL(H7gD2w}#cA<Uy#<D?-YZR-m48EtOg_}W(=Udw)0
zwtoy72`wyKZPA&zDq+}DMmnTbyM6w=NjG8UCT-EF(IDpaC>h*Gn;Iye6olRSBAx}`
z!C=9R8n{F_dOb9kGW(cD-_jy8SPDS_m4$FSw$pN|@p#}xw8vIxO!=;BqZiIx^gC?+
z4eik3p?A`~n4-}DQx4_U$V<R8P(pH8N7Nf1om$OkHjpnK-6emrbl`G69-5=D@*DBe
zthmlg#cf+2{bk#kAmQbV!iTj@Wurl9;P4o}#8$z>fl09>@-9*jOpS&x8)64pS#CeW
zd}H{q?uxlYUK(==pSyV-Dq&?H6da_*j80GZir#)xMTZL(?|d%q8o#lq;IhHHJHrtk
zm?3%oAH3p%E$8Q&Y&TnI^n{P6L-hJ@|HF6a!+VE7;z8@Bn)L@l2o+IvmOl{<VSbH#
zwsN3w*BL(O@Cv<1Ok2uPdBBBe2$P>}T?&nZI1hDWN83lXoWA;#BEPZ!{_kg1-GXkt
zsi^ScV$n!UGXa%Ze5fppr{!#4Tv@-M*~Q!7A`kh3+~vKeYGE%yk`X<Xz#W`Tp!E*?
zdaI7a)&B?5yvdhpHqBjY`4iC)Cco>h9{7#{GY>k2Ka6G>%hqk0bh4jb2r~u^VV;Ye
zfTK2Wcp~1!Tn+qTY~0;_;m<1oRK5^s3>pIE##cQ!a|D<dBPKqKdq12yVAZvd7*xIx
zW(*p_yqI@caTvBB9V~rhmvL^r1%N7F2vrG-{E28JDw~P|yT+{;$agz+|C(#o-Z{o=
z_SI-4ruh!mv<bx4VmeJo@&H>wDieYE1#JHEhp~LZ!Sw^mVH2`P)!w(Rx)}~ju<L{{
z#Gs*4_F^gE{S>7jTWp1>ri<)M?PQv!cB+sVG*n0e%yTS}v&YPU#W8;v!d(tYEaeOC
z;@~JTF}wzLwhK$jFb`u~tZ%3c9+ESY8!NVvn2~weFCCYdklDM{-bL^9nBY}!jYeW}
zyHKAz#gVEbKI5EQZ~f}K-#je}jRr6e<sIkb30E!(`+#4%i^+E*DUdhEEQLK;%lq3N
zXA^wT@j-g=n3d!aL!!Z!-vT^j&|x4JgF^<SaGDs3S_thV$QO@7<WF?EiwfcCgEb34
zEcRe2ER%D1SO6LgVzvaSVb7rNCBw1+hGMAIIMe0H7goG&x6z~08VwcD17&#{JRCNF
znEJo;8TsEfD-E563ti37)@TT`0jiI+ZuLQtQmuNmdu7bvN-s=}Mq-+8V?DKud1AHk
zj?a)sNO5LD#+gfz9&8I-dC!4AVo{{g6TYIihn!z9xol10EkDQ|<X?H<e+TRsyl`2^
z*XRj933<{S6h81-)raPHX;4)|a!psAH5$Ui3t^eKFVKc5*Myci`5vq~v@C)e4Picw
ze0#^;cY+=qMZ#l|;njB<jl>jn(*_2GTE5l%$kDN{;LQixN=BnW%+|>IuF$7+<Y~nC
zP^cKsJ@LFQwX!+D3qf;*3K?1i$Iku-g-k?__vDgcO9p%BkJ%mCy#>?YOB)}L?^kaS
zaA%3IVpTd)jfS}6y%_nrOUor~o`n;#uN__!T5*l%{+vdGm~D{b1yIjOy<tJ;?u%R`
z81f~mrufiDG=%A0&ntG{SUI!(KR%=TExQ)5saJVPhDL*!cs!E*g^z>qaA-90ODxI1
zZ~M_ayg+^*(s%|{NE*W2f|#GWF=dmD1C`B>ZBA{>57F>CGyub#r_nB}f~eS1aX+i0
zEbUt=>rE^RFB^sWtNlmP0x}~c)jtLeVPbvQJ=~hG?VQnS|In;DKQ`?K_1Af#(GVuC
z#NfO!?lBjM`?3P%un7u@mF)GV@8t`Xq3SJvqKHaahKUn*Bn69*Tl0=i74s&Xpb-c!
zs|&O7>R~pQ4;Wj6HF{Z46laS#p#)J9_m?-D{z?6AUV^C6AZA-Eei&#`$hp-Y{8`yv
zi}xD)M>#rLMY=I3E+2=x4Ze6~!`~aX4DqV5MuRne7w3|>s8o~s=Jm4-4hORZk8OSg
zkCCp?5Hw%;;X!-{CK)~=ItUY9X?BK2Lzr`Lq-=F#k~<}9Yq{^6yCIdCj;YZQ=3U6v
zh#OPbPb+*z*^n1by5YmWy)ZQz!u%C6-*eBYqFoTyBj*0kyf8Hy!u0Nbp;f?cQ_26e
zIaQ-U%yuZSXJGfI1O`=>%L~^Xoh2rC$N4+0vosn4_pUI-LWz0jBrkc@Xb_VdVM~#*
zdvKKNb3SyI>=6$EkUtR(VR}zVBX=cMOzQ|o0n&G^exu<jco(F`Sd9iTPeI1=`%Er%
z3jn!?<%>r><xg~miZHt&a8C&K@o0Mu76ZJVXo^JQFAWyEqHTp3)*v{Oqw=G8b@QDY
zyqc!)XuL*4jpwVDb#8{ziANE9R|h&t6HtwYFi*n9Hx!-&2H~oZUramdBmzmnf|_<=
z=fI*=%!zO(cTU*sZ;ggZXobGcnec!vn}ec@4{JZ|Z^-rh&iPXtC7sQEmz;4}Bld_J
zUu?wL=m{V1gNU@SoFBF(!2DbhG>b9HOchINVAYh4eJgKFg{It$RkJUbG#V_5k30-s
ziey^TM6~?fVvyB97+otYd$m{I^T-)by$BQB@{cdf|K>UD0c~}o(GZ8uLylf1w7X(O
z!FTtCi_ZYeIxDZQ_s<Eagfv!YG=zBr+CiBX*F%#l7-UD}X;<vkZs$Ma`*(eCC|~Z)
zR<jXU4Li3r8Y%+wn6WF|)fQ`W*btx7;kxQO8o?s{X-nUrAh5^Wf}_zB{xTGtMphH7
zxJNjYUJ93n*d&HbP%&BKVV#lgHfS_dMthKT-Chy-I3V}dz%wsib<V77f%TeR)o2j&
zR8)UF>)q*Y9VoOFScUS%Lk-BEh=wq65@heYRg0hpFOKveM8&kx5GIB;vNHsx5<77)
z74pDO{;*B!@%ck}|M7O=?eDsCL8B*pMQ`t~AJ4maS)aKOYMJv@!b!_+0etqTTP8Fb
z!sHnp6X0xXIh@`CIT(vW2Orid4id+SOSlu%a8a8ZV(3R?+OOYz><M?#Lc6~#eJdaP
z<cLrwJf&BJVkxA6<CtT!-H5Kq@)MtwPlYJ#6WBQyo~Ez(UK{86I2^|DJc<)qI}3XZ
zABI$q#-R5*-PE~mb7-yA6opC~<HD}|oSLFKn+Ar=ti|Su>MNd+wiV8-AAKO^d>+8z
z$>z9QOD2pwsV+wa_8gll$W^axKK$<Ivq!?|*Q&>kZaaPO34Y)uZ}>=D8+H<^Up0v`
z|8<-6`>Ij5{fP;^I605Q%zy)N#gOf;)Cg3BCxlAzaDr+GZ32jtLkAR-Rax=2^cwZ&
zo)Rj^2CG%x-bwmb)kmWtLA@Bb6N$49c5#akABMQp0#YK0KG_Z0%Hp`{6k?%F3&iFN
zwyAO{?pF-_Pkn5Gn}ni>2JSd%!icV$RCAG6Y$4LebK{yn43R_u=7LTmANr`CiBSyV
z2CY~$)LgFHKLlXF<T@1}#<>$GuN;2I7U^R7$!js8(GVubiSD4g;FqUP%X~HVd1*<5
zm@`pT@Z~*771mSr3U#A=!8wb@AA3shHU>T6W1V4j9VmpJuLuRkl?LF*yNx5FZ|%{r
zP|^c&;2N&NspB?~dWS<sqsNj?N7A#PIgwP$))^FJ6I>2>%}n)}8#Ee1=N|q>!{K&Z
z*!h556_EWh$jtJvGr^bk{eLQ>9=4zvmC?6!qRGOgXx$FRMA$mprpUz;=77{}Xu&EQ
z4K-#x3j7AQaMHfa!$}X^mHQLM4QZGf4PkmO$mnp&J>MPZyziM)08=v@G#bSG2&?!p
zKD4y$G%$OVr#IMs_;jy&YBUma&t4SB1P~Lvtl7a+p@9}kRkYBHry7mK6=%Nb6tV^`
zER!0n&5#i$&M%Sl-k375l<$qzGJa3QPZ(5Ltl<hFs=?xb*ZV2NP39YVkZ{_~aDi<L
zZ1WH}jYcwD>{KTrXdY%y)JKP1spyg{fNeAqIEs@|bReuLg=pb@SehhjG>Dl2quTVL
zhFaw|fyDy&8!)T+l;pV*)@USVlzP%kC~k8}^s1*ugP55(9iXWmNy>&?jUj%#$H7)P
z{ZcY&kN(nV2-<u05?;>Feb(iyf5D*B*s9SW=5(lO6c&``pV#J^4X{uYT~*hM1sV-v
zHbxepQ2|GgAX`ijG`%xIU)pfi)-|TtjG`hT#f2m$WPVPeULV)iOpQkvuPr~LP!BYN
zqo<A!^I2r=<8EQC@!W>>G?S34nS;Z9i@Cdo4yo2+wY>#Q3@sRAB6|?Tqw4~u(O{RI
zi9>cj*dLKNOdRK^s2D(CrO&N6=jUfn!A;S*$S?agl}1CLalnvBVo_yD8C-kjJozA;
zr~uqCJLjZ9&p^&qS(8S9ABn?{9HnR<P$~EUdsA4ooHh8cLXjay-t+NeuWR%?CUu?X
zuDMu!*=QuD89<&`)}q3sO*{GGF)HLw*2;Vtx4x0Z<`pOzjYjq!l$SpiFMk_^dEkrT
zEVYB<n#bCs42_2BeHE6Gq{?tW%W+Br)&p9jk<h|`){OFb9S>b|U&92re)so!se5<d
z>m_v>4PYKRJ$AHCRS*(ahVYt0Jn+gxSwwf3l{m`qVcZs(d-b4>5H%%VP=>l<&o$+O
zhx>FTU>`$>Q;d(WfvZ7!xMwL6hX%ESYnmnG!8MJBK&Qq*hcv(rsl_WUcy%AZHl}m?
zzvzE~&lgNuf77&={8XFqWBmVkO=B7j_V*e8qQAx3olZDg;}5SlVECX*4Cw_|Yv<wE
zDo44`7#D)Pl>vz33I$8x`f9uwUJYK&FqPlp-fX0$_!f>wPJ*Oj(kcL~ARI@H<8e>?
zK~5%mkudKdOmlA-Q5RfV2@v5Kf+e?nksugMA=|<0!Y|>53Zx<v@L`aVAYbISZBZbS
zMFl4EJ(D=L2L8t%R-%QyK6*hBeFx>9cXSl5Wex0jjyV_2t2DSb3$3e(p<(Ehag3@O
zPqG~TGhjp{GbdaKzQEFoq1Z{aT?Ehck|B$L69jqznq}>w88jMVyNcMdTl7Lo?apG^
zy#|U#rbEP~bh?Gy_Bj=Y8_AIjI0FG=BMQT`y8fs3{K~sr6!1S_*AA5KrhOo^c!JD;
z6|)&NSjlnG;tD&9moo@XrGQH@W-&IeLsV|rXsA25_D<!+#9)@~%m0LqNpK@s{Xm)h
zD_+?ahf#~M(NH5WFK(m>7V~ddWkdK+rSNl|jqQzz!LgbavKc0uNF!TQ{s(379o@u%
zp{m+eB|I!CiSLs~gRZG0@t~n}OHM0T)T-AM|0WcnG~|2V(ireH?bhFMASCrJHiPBS
zIP-|~E&lsVvs_WUg!(wScWEIcmWYO3(`vWCY1=Y?P_Ht47-FFXR)c&Y^JgJ8GqJod
zSQ@B+Rd*bxkMa?XUVe#QA_P#@cJ0^NYOf3snbBIMww5znDat?wul+c*zu>JHG6vXN
zA>8w@$0uLpw}0ZdN&H&~$useiFU7E5x=(#|$n1SSL%vYk6OduaLwP~9-F$DuS%gWz
zJ!m3Qw2jw7Nuz=K{wu>d1ljK^_^}1<owg(gC6wXA@(;mkTR4g!mp1V4eEb<B5F(95
zlu40gPm$Hz9z_oydI~Y?dvhC(g686T(Ro&SO0d6SJUhCBJbdy+f}Dtz$g+Wyh?zIQ
z&!^aIcx~Ye2z{{`d|&ZAXg3t7YVBq6b8?i*NLo2$0Sy*Ih8%I5rrpXH!n#f7Vc*7A
z@q6Vekr`mgJIq<FB##+Rqd{rpm^^sA!C<)3voCg}1G&bAGDkjO8;aM#P+|Bm#93%K
zVk2LqIG7EwJCj6D@GC~`OcA%hgJ)R2u;0<^VkZ&Nr*J?)zEB$*A#!8oaOGB2Z8w)2
zxtXdEn8fuWYHa3mj$-tfRLy*(<Acsa(u?FM<GJcG1xKxwX}PtiRD!Dc52RdUR9z&F
z->+jAY(c+V?%;?cy1aTg5FBQHZMUD>;b~;%>+r`Xu=Q*LtJo`s4urDE7h-P}9!P2}
z*o#Rh%|a96zoRR%s2T(djx->Z;LszkK#mucHsGrT=R&l$If93-b%7H?yh7S8D@dd7
z;Rn|&fg?tQ{y%33s|RU%|7D}O*>7JO*LIVi#l8?$TWv%0Gv?O(n1<6EJ`9nhAwwo|
z!1F|Z3Du_T7n$+TkS|jEDH4jkmoKFKT0tq&-q4#QI<p2QG#~QZ#?5pr^r96}1ACMg
z!RN~iSwsx2TGKX^V~;nquOg#0p{6BZ@D#dB`I0_H3u?-uIVen;yHse7PkhF*iQW7o
zZ*Ssd^=UL{_5B<7I8M;q=;Mk~i{}<n^@vmv|9*Ls0jhxUcy4W=OrP`fxBdGig1g^(
zK}FmHEijA&iZp`z7~qt8$TH!jU8P2dxJ~k~&&tVp7-P!%<L7vuGLpeUm~$0OAhiZi
z-%`d5`GTX1*Oj{ilY}*oR#fd6P#l^YmKGb70VTo|5BUuFLTu;*(f^Sq#0F^$Teg&1
znn?SI3?<3O+mI2BC4e-9t?!k^;5CnNMt*`5Vy2CeRuw?EtI~!2uv^*>yD^%Me~pLL
zA`R8oR{4&JfkM{h3-tqh3}&@5ziPQJ9>U5|<cS7eW4n%b^f#y<k}drZ1-k~ihhy{c
z8AUg|1!p++mA5_o4hBVN5dlIs*l3W~U2wqg8_4FtpmPX&jmJF4<TiQ|rcC!pc2r}#
zjze?HJZWffT&UKe@gS%)kkkNa_<41Y&G*B4yXEc<%j(ZRkw-JrRyTWHOz$!1iPO_j
z?CRHgwRtj~l;Nf2-aM(XG;?-)OPt6R0BY-%UDtl%pET1;;xroM1K(7g&25+hxUnF_
z^vz6db^C8uz#RJ|5M;d%MUXOtG(3Fl%a&cYH06EB+o$^6zAVz{sqQeN!8!^rDuJ{l
z?Hj|6AwG=Rk9Pa++?>9CdO<yo8;aa4j5HLxEhS+VqPSuc2MK=|&tCq?C28a8`RN5X
z#djmWM2Sfj8F+QClo&`58!KO|GR<G{vrO*Gst5;4;p~Pe751;Y0Dt(yxT4)DuO5By
zBtN~doo-82Yz%^SmoIGh|4Sn4@Fc3imb?x&UmRY0g%^nzV%m2zKOQQB4`bOijo?1L
z_I`R{dw5CaiO3{;7{iX-c-h>`fJyR2med9SA`N*-oJWLj+qCqWr#Odm@Z)sBs-R)r
zE)27jvKB-j!%i8Uv=gT|{^=<EG=)B`WF|D}OPDqJ!&t#Cnfc|B)8H;I>qUMyQx%C<
zWCg~;P8x<5T!>A@hq3UYamJ<|@qT(C@f*!m2-r5`%*mjy7ooJ{!&tZESo2@LXzn+@
z*g9+KxD50Po+%b$YO;Q`-Hgdon?lOwq%8^ES3Y{cXEE6}pNqI2Ao=u2pRMyp!10F8
zZj|enf4?p~5u7*jXe&G0O(G^6@Dd8S`OC-7ag(fld&;r&WIz$J4|O@uO;R!a?*04P
z0gB9CO<dr%QNp+|n-pXaW@OF+uJDI3Z}Z?zPgD)_8w2-e7L;@x4s2K_L{{yYi~KvF
zyf%OMbz<+MM}6!AH;FhT0M@0jj*j`*dO@Og&&45J$X(gixAePJ7oFf|8wH8tw=iqK
zJ2v=*mmfc23!t1X+PDqI2E&K(XMyq5eec3$ZoL){x%Z=QPV(y`Y;22f1{|K!0DAWO
ziw|6TN{V0a*h4q=pLjx>?tbIU{LijDG^o2@@7UGLb8h+V4_KHA)z;9jcdR&+vP+uO
zKl${IZTQPCC)a%&#$cak2R!iAS8;y5V>k6!@ye*VaE0B#r>^Vt?MlC2?^vVN)`1Ns
z0qaCoyMMSBgu-pu8suZVEz;(l0pD-iHu!A6k^IUl_t*OtGAGHQbP9}?NVD?b#1Pz;
zU0!ZN=IB5<ze2?F_+A493?Ih%vvw}JXL((}wQB%u+${P_&D^51;S7y%pTF;8@489I
zERv2kDPGE?zh!goD=Qv@f_}f`r@42mgMuvaQY6Cd3F#i=o_wZoVBZFQDPEY&o#Dgs
zPXURTMw3Xqlwy*Xe^}K86itCgvYuc2?KG&%&2zv1es~|Ki>AP3_>D2^vo}|K^gtrX
zjw+~g#r3cEzZ>eZ=H9Hco>|&}r*-B1wHK9qCY-_yu@Y2eaC#<O1UuahQ<9F6tl!dp
za&`+?x<dE4CTsiTtI^ZA?+%(Sl5S0h3@*RWZV#fMxqoKAG^STBWW1MUHH5Vns{+<K
zmLM8Em8IzI`G4ghCu_XI5f_P%nwfPM<6DW8W_(F<RAKD=e@%{zW<A{G;$Riz9}$Pl
zMZR6m*^M~IBvqCb;SmxR#QVLJ6O=w<mz;U>t?%PKe7)V!(m!gXfA-G>>mN+;GoPD;
zcqeFgs9}uGOm;my9CAR1-V(lQ-1k_11r)1=0&6tXALrmm?f}-81CxyN#n)HQ_Lm^0
zw)D|x5R=<x{8)I(P}uE+uw~s6t?@#IgY&7vTJS41G;rzpkNy2A%n9-Z?vxaajX^^d
z1{nk2vbZD(w*MWhAk`#aJlHFLqHQ=r#xN4yZYGbCNDr|Gg7iAN#XzGWOn&mvvR*4h
z;FkF!+MoC^4n6kz=+1+B`;9S`x7_u6+BML1b==r8GR?Su{o&kqt2_JI&q5<BVJ82D
z=&hH1tiBtCRurQ7i+z?)*6f6K13ru~hZ`-pU@hF3Dh!}Y{OlJ|kaF#c3&L7Js?Q;d
z7T&cw;Ag+NNd|0v@A<bEfl2+((eiKK$Q_MG5pi?W<d;V@^VpZv!|TNP%~ZJF^^-5^
z6(n5Al`R*jY3LD3!lj30&BwDlvDffn2-~iX-}ruDy+;bS;8Aaln<US2*GFfSoYss7
zf1AIc(W)OLt5`B_9^k{E*+6jqL{-7lp(2q67%VG$8y$KkK8&y12QN&#A3|*J-88E1
zzy>{`euup$*A+gi@GpF_x0ODP)|CvsUHoBm$$4n+o^w<D#t;4Ge)Dy|_S6ZVLp>sG
zY@JXpooeIYTAT`xeP)ps9q!q>V9b%N=U$OUQlV@-X#^V!JMEu3H#M0`YmUrlWh+g3
z;6!2W4QbIgl%V)+pOh{&4V!~{wJO~N#@C4NZ)a0Fwe+)oLef=jD6LqZ`?f4u@_dr&
zo6cCBjM5M$N4Bj(<4xT6;twOC?vly_vvd4L<HuKj)aW#EY@16S4rJDs7iPW<YMnof
zI`JDG&)?k3Z+x3Sd+odR^RVe8sBD0!8=tuFVRb5ae24w|!OmNIXAwDy4a*hiN?=}`
zR`G&4AI8$pT{<3pv+-G~DSSwtiuCceHT05q*9~~K8uE(GXuj(HyW3!f*nEMRi9(1E
z<Mh|I6x?b6O_%QF^V&6@=x0MjEtP;tEn>)YR8pIni6}mhG!PckUbbeuxeVr9{xHN*
znN$4qA`MoC-M|Kmdc~lpLh(kWNDJ8K1;f^(REYRD*I@_Z!?>bsNJ`|7p0J{~UaHwp
zcTu;mOU_w*11uHf3+p6ElsCfvL}uGn>zeot`9ifpbDLd=^zkB<D&|u)#?<*O@XlaJ
z$@;<bQ(FG{8J;fG)?DJiG#px%6Nx1&W*FtNfpCwwBaXyz@rX=<7@?K--T0B^Q?WT0
z9G+>Rz(Cx@`l-1TH}f(4*otn}eJaiN7oO5|C9Jk?Uh>4ql9A0x>`YYTkrt3UB^+h7
z5zp#?ob!hv)~;Z9%NLJn{><!FKYiQnN1q{IqAfS3$eoud9!phWkwT&g`6Aa6YN;v|
zH6%HdFVvwJ!xBlYEQPzYir_N2A|5kh;ze!zVTBk$!aA9iu38tDqb2#XzSwunXULam
z&9H5VQ3VW?s4X}V*khN;$`*6Y4xavus}^OZ*jEf1J>i!l{(EkG!3S9A$)$#DmM!E*
zqan;i$TWL=KFuQ{9wXl7Pm%FrM*q1pI&66h$A%bhv1q8IXRxGZVsLOdmve|LNa-z6
zUC3ee-n*>Mi3ymJ-zq2u4Hd+*%Dpexq#PyHk5_%&H7^tN$pPP<CwiR0k5*wfn8*S)
znkx=lLxv^#*S{79AA@j4o$9yjY!lnTt`y{|Ix<s*F}r=;DKnagYziEH6}G#nt=+_7
z3_q~*SGaH>ebwm9l-q*`I(qR}qoHQMh2><~%8~pP#i**1<s{Z8n9@w+u0}(};DHYI
zp_{vde!g@^Wq;t-bq_V`xMXDq#a(PZ3%I$vV$6!m&%YclNDx_ZIuLiU6>N-~yTUM8
z>ob;IF?eW`qEGqijB^){hOiByI!Z}Y6*o!S_**h;$i8@E#!o+B=4h*lF=(iXZE;@v
zNMI^+<cj2%KHg|%`3<wjf_)#Hg}Es;>DOoo6Q>4tDYnbr<K(ZHacfrJm){!cg{jdH
zCf^iI5j~DsK8kURS5;U>H5$L&lRM&23(PE|Ram1TaGaLdW$p@-n<lb6_wc8m6sUgY
zHfzw`&l)}9<IKe_cjM3Xl@_h_gXRBTZt&~x^0K|^tkDqWCcu<C3}P{2=Z9G0e=4&B
z!3C~5KQtP`#@!2cn!COtA`;FI$s{Tsm>LaX;?@Q`gJar^zi#y(&$#f1u6`r!&Yv?b
zziI&SAQlZ_V$d`D-YvYdzMXW|?&rV^`g%e^%Uw-S(1yGFN~0l63`J%?xG{^swrD=9
zncrBQwfK@_Phl3z5pGP4hA?qUg`MT*r^sB~#cv!KJwI#y_FTZUoP0{IH5$UiuxIw8
zyPkFCbRL`29}L*;Bj=qscT+FG9O<s7MnjmmA;Y@3>sjx$HUp=W!}3LJs9;i7vBzT@
ze;N&8;yw-Q>c;%x+~k*gJOxIcP>#6kVfjE++cg@(#0?yFt{d~*>0P^)JOzG<j^Fe-
zam^jWyf8Hy!o<xT){SG@Hgwj_%~|mInpS?}+$-Zg?-)1@FvV6tEE<W)cqn6MSc5r?
zBpJJJ$QKWPkNk;f2$M(Uba1=V=pHcPDM^BQYVI_R1~GXEI3Dp}_qelG(!3~NJnAWb
zqB~s(6XUsbzm)LOY?5gpHhKA_G#bL>=M@ql>orCgIe4noqne$JeQ7r~H5$U@n{$@G
zD<tBt%{ySS<qzYAJ1<@K)VwqNM$3bjq#o`CnKoe!#3P>8qgO8-{U%~clF?4e$wh9_
zR;RUnDQ#{ST+HxK`AMJ@8RR2^d(0+SCO(WesupLL&S>d3jDo-K2rV7&XH7(NlvhDa
zXJF(_E4u&8pF5B9v!;SX*?}Ltx36x8c*y7Gj~hO3M7<)uCgMGg3GpqLl+|GN7OX`1
zgMz#1rJ5N6ItC3flb^ii&LoL^B@QioSW6vPmh5WT^27MaDIlgHfvi|2O#3%{hP=XE
zvg|ahbB1J@3~YriR^O5_E!H2u`dC9Z+a5dc_|t7)hgnR%=$sWEAvkIxUnFN$L7x6t
z&RLB1W=DixR(7bM|G;OZ#o9^1y8NIzyGqnD20gJC-9D@?(%Tna<jXyGX8PWPox5-u
z<@Mp)8%1t>jh^uFI0)P4uD{q=drhUrt7fHcOpS&x6M&Q@y6a2}HDUGr0=l5Yjj7Q{
zOySkZ5N^7$cqUW~K08yyfQNj3;suvhTBS7_Dj*rgVI<w=2jqh^-sZ6UXNJEjttD9A
z;i;R)tXe+`q}g&lt4U03GQ)QHb=N=Tn>wopIiD4Y*kpz?N+M&~g&yufnexu4*S~IR
zx5~jZkoj>9c2IPe8l7|6Jh`UM%x->T=dw}#$N8aVma6A$V_`R&DG{5PclKjYCQ6Tq
zOkib#TzP8W>$UKz_2&V6_Zu4gyz9UfsygVZWdlV|s}`0RPuG9uFj%^ax9=F2*Qy8@
zWpzXh8tRB`i218%qEdg~rF}nq_gHXV^$)UR(>8cw(#ostNr67`H=p8X7mKE-VpHEt
zzvO`l(1(4)d5aqkFH}uIKQJ34nxY0KX(t(jKuw83LruYBPHewuic-^AzwPdjvAU_>
z=x~fp+WknO7kfko4WOA+|H#L$8-;$BCz_&)74|$_JtFqa{^kou-ix@4!TP&<MQ(E&
zA3xoq{EnLpuVOVC*%XGyHrbP)k{x=8@=nSZ51T>$<hUuG>#7T|r#0J#0%c_ogNJRS
z(O^CKM0*cl!X@q^D!DfI3OPE@qiyXKs-6%^h4uvSDtm4BO{1Y2qgBDixdo57cDL`Z
z&X?akooo1B$S@waYPUjQ?>OkNe6(+=ESytWvAZlWJ3!3o!R;4MERKV+<TS0?sL>E6
znl@~_4HNZ}(Z21M*(o={m2LB?PPpyJA+Vy@1f;QBXygu*G;(fM<5k4nq=7S~`P&H-
zkHC<&tRAHq-k7)SvWrHv^&58`8JAFJb`>AeytjC!%1lu+MKAU$VQ2{#@~KcW%iM`U
zL#^fU09gW4Rdd-@*L>K!64r~o9v%L~GtZ4zm@#MwlWW>$HVz`&DWJqSH1?Nwn*NL&
zwCbsPMFyP^4Pj!ma3oQV1IM5hdvi<W*{Y==uG;>-Mnk~dDAES4uukEmvT&px159l}
zqR}8G7wI$5u+D(QWN=;%ZsZEr=D6hrU?i))Iw5OAzIcpV`IF_7U&*yBjYC%M?lnq<
zQy95t=?6P*fL_y9CK?Sff*-WX#GJ>R5p=H2(SJhut@9Zte)Zg@rn_^X2!_?L4=s&`
ziohK3XjaQ2!ecQt6%@eZ8u-}#C3x$Glfw|?dE1Vur*D0sx6(aWKQ_@_7>#3@ms|F0
zBB};{XO{geg1C$}4(_sSw(#9wujLzzoTH}!dZeMMn&st%hN+P$E-?c;Aphz$EBoBm
zn~!$>HFp`>8U_KMc&I$y_OS@w1M5siD&o?Pf7}#zPOC-3RACxDaZ$C*?uHWy)FBd5
ztRz}0#^L=v5nIPfM>(`jX$b9eDh@wq*9lou^h-y5Fs#*B$Oc$3v-H_1&qFMM)f}-~
z*IIGXx&=t|bpVb;6*~`VYe-Zw_6eIJN>+M@V&}FFT=M4PG!Q|_NX!5y=<VXD(GxyD
zj-DPYDuN_TH2k5{@PrS4P=o_*NmjF-Fb@LfV$cx&G+aeCLHv@+;tJDM3O_uL4?}o!
zKb8mPKLG`1l@f!7N_htrSbCpec_`b_3dJ$<49FJ`r7M53E@XLE=^7=Tc5%M+=n0oU
zeJO+=FRk$P95|~XH~UeXO>PC*#0`_HVVW$*P|`l9<~)zmnm(>L2$y7*LPj-ygwCOZ
zWT3e<OZ^D!n&wsu8V%tqA+fLDWHhJo{Jb&O+<dnZD)SLE>fFtNYC&@phqcdTahx0M
zCLzOWa0~nS5AaQ`d-jG-apJ52R|fo=j7g$7G3W^&tH)*veC0DBEx+XJo?X6t8rAe<
zH;ZU_Ax^mE_+=t))hyvkaP7(RYVzdX(_ox9dPcbYHv5cK6}h+VIXD=K)n<2%hMLj}
zdp-jaK^FxqonhT*r?k#||Bs;$dVzoV;jAI`f^{>M)NRDEf2(L?40<Xo8|mM`9F2A*
zD)Pj`mi)HXiBl_+VS~$>PE6bb5%hMgsnHWY-<Y~y^oyzw#oCUHySz!y9p@?hd$92>
zNe@X5SX#3*G|8c@H5@7zaoBC{a@Rd@YuD9_ApjtK<i4zXzQVh_ZgKNUqan<1aR{X2
zNv&uaMzd5rI$on8eARdMz8Lh)W5ri?fxxQ0gD1_NyfF*v{JO}gsraeU5T@!cJ0>N?
zo_|i4{V#UJt>CF{K4>(A`9AhhLve^I8YgJv$rle!$e$?VFO~2UmXI6`Tdd>mlTN1l
zyo_g!Mq)=vsY#J~{qJ5jqo5itC)bT<jRrCOsCal{<J5vsdAJyEPSK-dH3j0q4ULA-
zG2BR6&Pun@YEZs-SkB_77iG%B7cnZRH=^MJRzTX-w?<A?;D>$r6i)db;LI>@EhrA0
z>iEODZ~=r>+=F!#x(1U|!=Q~pL#1E_rbq^yuP%h3f`F}n=fQu&@L^n3z4M*PH$Vi9
ze4!PYa>a>EH*hdVzR08jisYry{Vr`cW{=O1FH{HaOHU8Rr~=)CEMGjTK-YlD7rhGC
z-+c7%hAmvVA-Od1%PbPC<~suS4&Jiptec*N$k1)cS6}kUcuaV&dE4)NbHk>GuY#D)
zW?A=4A6*YluUN}<_k6ZkhDt$@ua#3KA5Cz47$3ZT?p>+-U^U%mW{VyVKGd4q_`G&_
z#YZFs?JOzpj=4`8)E=U)(Gd4}@Nc3gur{JSfHfKd_Fghm4CuPD8E3RA80R(WH5$a^
zgGi(^M^5BG;$&AcZ!w%7kv#tQi2yh>PeH>^?$$cA8v1s_PpluetD9kPHNj8razpVA
zbfDT*g+@<Y;n`X0dsJKNoPXPaoFm>HD6e-k9=!OhW%qrHfd`t;L!-f}W~0jD7nr5=
zEiv&TdR=SRxWXKqAHsm4gqD@EU}yi{{FzR#f&P*&$Y-P%*PNyWOM}H#kQ~ceIop@r
z@(cQu+A$Z0WEz~!fW>xi1SmJ1`K^zyCHB)9N{P@mi+rhOvxE&1gNCX+ANSM>g?*;z
zwF#)2J?zHRXb3Y8J*yW2FmPOLfIfWiSa87r@Phtu|C2kKy~;pDj=H5;xWzt^naB3}
z*a0^QZMDfzJej;l&B(MHkox}nZ$CG^nO~~aI&n}jd{A(g@oJ0fwza#6aka|DB_8T+
z4?5>NxfrvYgTjFi<I&bnuRL(u$#5?5y-jPLm~k#&@$-*W%j06v6Q|zf_7#tCm*p@O
zeJ*m@!}(Y-gS1uUU?tfTqDNxTQ#p7r46Z;f#rt_6L5Yl-wQYPq+vm!wws(gZVtK_D
zjR&67KQ%NN?z{KQOhVS!OO-2n72H`5_xbri$^>3T8e1Pa(&IVS4s^-2G@j-6T=zDz
ze=k?xb_FPg6l^%iV<6P%EF6vUdsy&eUTi%GRfsW&ocR88u$1O_i@J@5$~YT@DbiBb
zksryByYn7pktbQkpLvv}(NJ0ZZo?*4Sz0Md{6(x19I+RE9Ee2LTSPOzSOsmwT~98-
z*dX?dn*k!K9rp0WNnCNO7N?J(1WP7UrQETowAQ-w)84PGdkEJ~8k02|YWUR<KS6>-
zWw3DAnJkbrgP8Ks52F>L(NG~L!dfnpY;o7x?^br|>}CV%hmUmtgReY4^~Z*$8j4ss
zw#3aa$tSw-ObT@~929LF0^=AO0ka}h;us$y=_hQ{UUEZP;KPqc)A&N4T%@%QWsMRo
ze<Zo4<?(e{r$GqRR03fVQYVB8rX?+LVDBJfde3fDm$3+Ok{5(^v{@b+Q)^|~p>FZa
zhJT*9Gmlg-zeR-2N0!=WY_UHNK|e<?zCEe;OAv=>)t_P4vFAk>s2N_PmtD=z)v$#E
zU)9HKJ$z6`B?RcSZg%TU6aK+izt;q23>w13eq}GZG4J{1xq0zx!M$HK=88vNiCn4V
zUSVo9gxMaM+T6}m=_(geV)rD75PB$S!sX?6-@XexQBwF-Ng556#3SpT7PW5=YLmMX
ztz-!hjxC(A7(s4vBnAy(qIj~G-Ix^NR&iD9<kf%ReU;iE)o2J4C6&G6=JK_RpC5Wj
zupw9$4=?(qUzdD^soJj55GIN)d)1BkL*CR!ulfW$Z?}E_z@^#WqU+GAr^3`|2$SEc
z&{!P$4waNuRC(`S(cC38)?ywS#nmdmQ}bD@l;>P0>8ZeFC@LAEKwB~ayM%}fLSe6W
z`_;GJxpTiCTJ(~;0NK&T`gK>uol)<gk1Z1<N(G3i3qp(w-pSth0`sY1`ytjLt&D{s
zQA&9r$a6!(2v$l|+<6OLX8A($6oZDE_$k6COL#nYWygMGf7?YZ-h`8`AAPfI!ItYW
zAjy(dg{{#L_CCaJ1j(#z>D$UHs(7Tm(kSiIbF$2D;h1aBr*Dm0G6UpHYEY~jTP0W(
zgPzL6=vc)nkKMUhD|0u`84r8?tNj<>-L`lTH0LQdyhcOtIozy-j4Ker1<89jt5mhx
zwE6C$V>2P|&#|1Oq)t^At7f1Su{T9IO3Yt-Y}Dh=ZGcmaLOMG7*%~*=Z-3pk^`7An
ze;hY?+*gl$l%s@#K~>n}NN?BWjS^a1n|1$Szp-WYkL?EbhVupNZ8v6}1u3mQ{sgAn
zNuf6idW=8af2w6yVrQ|{Zt{D-%9=R#q+Gvo@%WDAH!m8bs?Zp>y;8;%SC-4`QJ^l$
zToPjmPVlzv*z?G&Ot4Mlyn?n3drlOjG#(jf@~EM#S8FUMV-kZI9QT*Ju3@18FBebL
zWzF#8OvlH%ttvjJsJ@q#zCc@-Ep}H`qo?AquIxRew>uw1)8N_@$&+gKh8t6(AxunT
z6-gIOfE9*W7=-8rSUBN2K%8Yg+w7CueKK_E`d2o8HggOd&SDD$zLGZK2!tEeWqt@b
z#&9-dE8OIA_u6Ru#a}%m_a64KMeZ8Q##phCa7@`!YN}8n*?-!y-Yj<)BqPfVc`ijC
z1(e@WOkj1$I>PLfkw#YM@)JCPt1H75A-tnUjmyN>n+~2ChTEjBD@|><?dNnQ!Dr$3
zDa2WkC0o^=QnPGp_x<^G9)!J5_O6==)NMk4FY~b%1PKPm@O*k!dUS|ep;Sv2pSX2^
z4@2B~4Se$7d)adfUr1C{?15FZgx{7S%02;!LtUW$4@}#9^-t~V&_FY>eQcwf;~G6l
z8uF8EKzcj=^IaQkDB5?C-*{lzpx<6y)KB4~x@B*<@iltFKOYuBkz~PdaopBk&dGJt
zp1gPi<UbN8KVVaiZE|C4G!mQfT!0Cdugfv|WOjc_^Y7u8(`X2nU%#%!BFQBnb(n`=
zPNP9go+%#p3L@!4Wv2Mrbj@*mO#Lo5RFs012V89@T{VZ6MniSx!g>t7Mt03cjwKOr
zgYnRsLrbF}OqF2Yj!A1taTfGDFHDVwFu6>|2^m&x7ejf6&j>D^7@pIzlFKkpPC5r<
zIMRTUlRE4|?JFvU-|UhsY%xcaI9f$UWY@dD-`D}H43UHr6^E7yn=Yl7G@y@p=OHxv
zTnIjo+Cxodt#?6*i8BT%TtjeruIT=-bque9`S#T}wK@UfsqgqUIk(mL3a=`N1l1=f
z8tKnd#g>ilkoe-?=lG4c)^!~A;n@|cSgzl0^giHYpGoz|0MFTzH^tirE+W1lU%)qY
zp5L)<kZ0VVMuR=Y`?ouKt1=2?4&Yk#gYyFHesCpl$|-Q#kJFbn_y~kp8*Ca4RT_no
zedZQo3aQv~dZ_ugm*MS`+F;XY2y+4|oiq~k01xT4#vK=#Z<@DT_g6J+iB&ytQoA{C
zK}a6^REVK!mPi)`x7bS>)?ARNS(8%gi9Nige%4Zus2RE6C#Aoi-3E?3KX%n8nIG>F
zYaPx^%%mRSp;}Z?zVC#=PYfRh)j&ibe+7)~2Q7nf8-s?J@OvEK+d{RRr6}W7X2r4c
zslBF3i9ti9yp7%0NOYfSb+3E2Ju~MeI6C!tlXKqs@&?EUFJ*Kx>Y!Arixx$teMu!@
zVrJGtl%%@grYFsvgL9JnM!(gczkBC3?Md62olppD8L_R%Ona=0_AwQPd7N1*QJ4~m
z<&$2#Xw0pknRXY98vf^K5F4vmdp6?GvrC)_L7?_^xArL&g+cHl*sVZ~T*u5qZcX{(
zF{{g;9D%i5&VIt(h&0nE#r!vLT?=^caYsq5X~jt~I8EAV<U=3TGoiCUKl4v<9I=QH
z=@|6X6zp8~m0K9(Qr)`I6%ygGodQz{j7CG4JAjmZBQRA@kn{Q1uH*06Re}T9!i+&f
zm?Ptn<(N!48p~z&07_Eg!E%j8;&ahs+eMv~sIIv2hh^720cimW_FR4H!Q~JsCF>l6
zhA=ZwoRg!~S9)`-Wf!=C^vOu0k=Rk<Xk^@nQSjY;;o>tOqEFwD)o2hi7sZALp(khK
zmbypkXIe|h7mxbNpRA;ib9nqF$G#7hNOE?RY}lfmHQ27_*q`BWOwNvy#QXTL@$MTq
zO%pX|wbtVQ#1)?2Jt5nJ+rkW~L6jBe2)_(b^ki*@0&wipkt3ofJ+P0DA3T$PLbeC)
z@%5s&=|<-e+yC+R4cq1fy+(^hgQEol<QP9uoDt|<QNhfyl@*}@;bO=V?wAEcCpwNr
z-2k6DW*Lo!3b+9nE!Ro>*cCqL9$@3K<jlK=?1A;JRUz{S%(|Brz|+}~aJU3RmoeNq
z#-~(NLqOJxdV1ugLlVYAE^_%&&89=09GLPaqLG+;-p5gy7#NDz;f8DJCR}8^=|}GK
zGZl7+o_32jPKlhp2hc|{10`_x_{1P{@J5+S+UK$zCc0HwCzz3;YZWiWQgoZoin)Vj
zpe$}67MEfb69_T`@`uOzkP5<jvfsrNqzaOU!mWIdzri%|2h!LvH5$SUBBsTw9PDI#
z(55-P5M~S-!o&u$Ki%~d34+0cHzzgezAL|ngbb1)6L9KI!2<}u41RmDqw?B^vLMzK
zIhi^jR9x1N<k`Ly7dip<r^T`Ym*U#+(r6^Q$*-erSrD9*0}+qREJG>%|H`Vt48=w8
zNo+}DC~Fub<%?cOjg>wxgkK@my0^vSoY1%+ocAdIUzNs#SegwIgKAh+S?GUN&<-vI
zvRQhZSdC`}&a~eVy`e<Mc0?<|b^sx&oY`nd&hQ=sUAI#Fi+mw9eiPBhF?0{`hh<QK
zi%3kcJ1}&EH-IPB=YekawF?D9$rnj}0Vr@$8#}pJP`)R_VcsM3JWulI%JL|(vwm+~
z<=5CQ;ElW-7v4?!gu}(5U}-)ds=;E9Qnbm`qo*_)>M6zfcpK+sepy3o*`pKjFQI@{
z?`SlHITw4g9dHq54>j8eZomOlxsoSkIT>TNk}HA}VBsgYXixW{eMjZofE-E*428{?
zP*ld$z?^i+m|gt}MuIm@tn9#vB!z61O@!N{2;;-rh_TUA<riS(8;Z*FV+Xa~0#ze>
z3us9yvo}-Ms#<F_RO>gf))}JK!&qhQvwfqDE&YPU<+WeJb}S(^(7UV*Vz)e)E_AC+
zt9gtkjfNN$4`L67mq7pD^eaCuoD#?mSC&?I)c^P<RHZBJLL)HWwr85N^nnr@jfQyA
z9eI)*z{%31zQ?B}m9n<iS75?Lq9Qa3&vk0`)o7@`7h`?X0+)tZIoL<FUgdEJ-#Cyx
zK5Rn#$dK|-Wl`9pkmKveA}j>dOXb)hK~@ee@hCy+FiRuv_Oc~48sgF#EFm?}cQTw7
zt^IMd9?=u~nZ+TrPaG@E<1>Dez%rMnNqf@MI;OPbPsYi~N<lQCG(4$PE^lIdOgyTG
zh21CCQHuWfB)++=0Xf(Jd{_>^LvU&Hh@@>zhC>cJ*?@d>NL$8|nvKOKKO9FAi@GB|
z_9K`vut-tW6g>ISXPiFZ+Ihy?9r;cZpBo2b6=ooPJmVK7<AV-1(KYPV>_+%MVDeo>
zd>9u@E?ZN03tSv6k4Qu-7FHdSO~lOtC>A7+g$xs-PO5O#4;A3vUwqK1WaF}|-}-Ey
zj>|@C)T^bXD_r$+JfFtf)B^p_4IzzpnPr3o3X6l~&UGxgQsqime!KwP5J}t(A;Uk<
zLhm9zto;$V2SjeWQiE`n$PT(!mCSsy!E1j(+*#Jr&BxyS0Kz}nN+1M2;z20>ux{CE
z<Tt*&sBGXPe+=;Jd=v)jPM;OVaklEd*~rIC`{FcUuyAFW!(5|mQ6lan9%^Aph!P@=
zhFZ1=i%1UeGNfUwIzi;AI0#9pZ(2Jkp>+c#tRWQE7Ad^7G3cqBAF!M(&Ui={XySS{
zSR9xDH&1~J!ft(1Y7BY33dx3Qjz&Yp9K>Q8^J2o5C9VolaV50TChvQoLSoQRAt-??
z3)^mYx`-2n;E<9>3kg&4N24Lk6H%&Dc*VyDON)xRvkn!8&>9r&uI5Q=$i|={@KX>x
zJs@H+3&W-3;971Rk*Z?i#36W$<O^vf6cD|mB^l9ESxvDA8V1BHRt|<$MG&qua=IRc
z!dhVu>WbnUvC&WoN>AG5Mg%wk`}Y};bpB9XC8{`zSaTt&N`^Fg!dIeg=a69hetF(N
zWOLvODFJl0&LNGS@CRXUqy^-%zP~l1+hb?r!_ucU$N<Ev6Gr%^fkBlOmBHfTs=kv8
zA<WR67}Cp;5r2k!@i3s}Peen_SdHZ*nwad~tiU^T6mRuOnl*LvU!x)5hX7cg_~lVD
zBXh;Coi6N-@tKygRgBYU2vhZuy-#U4-hbq~X6?Ud1en@9q|p#&W9)a!eW~gotU*{v
z$`@LAHbMiXsapjGxz@$$D+UIYi5RS-P(6yCI!R_Lr_q~>Wx`~Mrez?CRiu4QrM1Mb
zlf=iCqE>~HN-7Di&ude5j#r0hGz5*-8q0JyL}mdsBKNM|)v708o@&kdSQU1v5F%9v
zjh^t)Rl({Bd?lC^OfE729afI<2sRb2%PuVkCotX-Vog!lF)_ZU^6-0hy1PB{0GCmA
zey<CLJ>D63bc(wT8VzA$=dn(1%(E+xyfOGLP(%lg?YytU_Ok)Ap&L`9A<W5mFhvtu
zVQj6D3i$&t$O3VEZdbh4XbAHfPfQursoY39rba`U3^B)G9qh|Raj*{@jfdFM0i&<M
zdmv78w_T$l%;|s$)1Z)NX&!heuEmlMxb1EAmy!XYxNJ0pzX$O%`2a7);Q}S$HWzL$
zsn2P&$rloF)irjJlVrLAegbS+y(@({EtKnp^-9D`(e_Q|)#J9WQ|D;kQM2$n)>(+5
zYKO>%1);fOzTFS3sw=u81`T1N9nP8wOl5$RRUu*&@t!n`{T^AKL_b8x8?4x2SEVA3
z1upauL;qbLJIgIF<V2HZCDn2@axBHNn`Byl)jYB8am>>ecnlf>#~o4jt9wl$lR_Bh
zb^i8&A4m5G3D>41jfOC9;HHJNEQCYBF@Qub+kELBQ@%zc;n^HCQ98iGfhnTN;PQ}f
z5^jHF*j5ao*ACiiG>Ew!7MeWHI}&FUhsQcVsS-=^GNhJx5t}yMYcvGPuf~oyHB=!p
zU{p$<5>Av<4c65y8X7&7fEz#T8?mx>_co*{JGJ$nx8L~(TyoCNbq@+rw2g)^n*nDd
z4aNt{;jp7&7CQJr@mNxhtJ&9Bx-RQ*ACIIVWUj@vjw4OEq}S0GE??}~aT*O`4#Xw1
zH|8y`f4cFuQdlttrp#G!rT--_VbEw0lb@sGvB4>@p*jJMBn&bq=ho8JJO}>-{K;%H
zJRFQAlR)U4t)O$XwTMPT72blFpSm%H*#iz4F~8xGT*K68B&K;giq>atOd&Qf_2s;C
z{?tZEZM`rx8p7NLn32q3<KYNUQK)Fd(Ehm)LJ#?f9IOx)YYieokiF(ktoG;L)dp#o
zSC@IPf<}a-k=2eOV?T~umT}8&I9&Pp=Yf_FJTu2j#xxqhJk%!p!cmX}1FXEF;HYAA
z?5J|cR354TuPd<Ptg<TB9B1$(j4|_IkDMM1`Qp(O`4iD#Q_cq!V9o#@MH&pt9^!$l
zZCQFCYczx$hke^%c#apcV69_{(j-x%A>>JjoEQ*d<4hZ(edJMPjfQ~lK;Wdn;IJ38
zP`cn(lrJ98@+YDp=!XzGP2hSe5v^7p@EQ%lV|=n4NC5B6^&0O8a7lT`S%kO99A6Qe
zc@ZK})76!s@`?fEb5aJsCUG8&(rAcLbwCqD8V}`%4h!&xQ13znr{~BSd5)L*)o7>?
zehMu$Fq9AD5qQk8mNXjgh~C(QtQ^SSZLnZTj7DhE=)ozCMm8dfk_)vQeR16?xc1_M
z&5I`XY=uX<G^<LZLCj+~IrCh-Ndtxr^HK_0RsL;tIrKZQD2p_r0T#22Tje0W)vI4c
zJ!~|x`erG}Cp*JEmk8wwdlK@cnk9g5&tU_}pNK|cGCox&BE5Y@N#~TrF8g0z_0(u2
zrdfgGsF}D(8W|BoMrf5GUp$yDe{y6!M5dc-P!yYF_s{)*N}&a{ST?@p)f|mRHYbWC
z3a1hz?%TZONT03q@n!-|5;YpcJOO*r+f1a$%=U{HL`Gja!V6QQ0n9@uxu@{)6(z-^
zxDV0{mE#=lUEsoVpFQwe`%Zr2n@0W8ihsql@>(M_8Z5AtyTB3?f;C~QlNSc-Etq=;
z!M||#(>X<ID|e3`*JzM$7o)v!J=zP60!1QHE`X&5c(D%gr4_S$!37O|Z)1afi6F@w
zetQ?aeRz<UT%I-dV4FsRZP*F|%XnV*jvxh4XMO_}KCEC|$iXOfc)$tAzQmy(7mJ24
zdGvT<V31jkw>&wRL2G^a;=yqFlXb3T2|onDD_g=nfDo-w9A;wL@|qOIniJeB^2MVJ
z`4iE|%A5J9o1q+J$V40+_%O(AEnm<j)B;#yE<hR{pcTiK!e{(JQ2_M9;y@<@|8kH7
zAJ#9+Wi^+>)k}hepUK4sS*Y|vwY(T>8Nn{Gi-L?}HAJ!oxM)*f)Mzvk(<Y8~%(X9m
z_i^!fNM--rikDiR+-SJhsMKf>lQZ%p<jyvCJy+iI$Qe()xZ7u}nKt!=#I&=#>Z#EX
z=2gHZTmckWs@%bX8XH}_x?e+083r{uFvTSJf!cKTV5>$Wt7|q#Es>dBY=Q>NG0S0P
zQwkyNaEjl~Wo@2~T7+vZ#%hbhM=fDtREwBhu-Xa0<pJSxXU44Kt7~_Z+#PNfi)r;E
z$UM9Mt=$jxYT+dj8V#{{8rHP|_$0=fMX=fB;KFeUggFb569<PY`ay(PZFbq?$cAs+
zY#?`;3Mkapf*K96VGUL`6)M}iurO3s5gf}i(X>a6gAZ%Fs|G=wT*x*ddYU!nhQVAH
zuB=VD_?mMXHlyXvx2pH?3EVFT9M?Zw>Wq9kKDju`nUNPNH7dp<OH5X)13DShW+Zb6
z3!xu`Z*%nvLiko~3LtJUMVeUM*_Uq+4-1F$U{j<v`P7a##42TYLGJ&ch%Q(}V>n<}
zSymQipjZcmip*e?NH?4I{7)LT7Zk$2bq`l*!CSuSkG)KJjfRFRo~?;A?8{SR1~J;k
zqmPeIN=vYW2Dv4@hlPS=uDplGH>fZMC(>wmsg+m@RgI7#hweSTGG<~K_4CkiP@96!
z?<mL+yv_+>;Bu(65Q8IXOW}yaI`+Z)KhO{_19RASZh;gI^7nnlgImvDwR2XQ*EFip
zkU)Np3{Qt4Iw)9LWsO<qdg=JYaWCSxw15Yoo167BL&Zhqo?7Afgy$fZ)na%l9N9CA
zQ9Qvq$O{?4;sVHJ3n2ux*x&V_7uZhku7C?b4^9|y#|QfldFckx6*d~`inah3NrS08
zx1_8%R05`Bt&Rco+i(-Qf3PAnDOj7*e<4C=q6Zx!vTgjYMTQUI%(1Fo`<BQR2;UUF
zI9Aj;bi+_Nxzu7auEKIM0{p6&&}6jOU=DB!X8LFUT(JH@xSvX1|5VKegXQ6Hr)e}K
zME3JYO1aTCrF`+gls`FAOK>aj8mKh;9v%)x$Usn|YF4({xI0E^X?CkdBkLJu;d%3l
zksEF-gREg9mk=Zz)ZIZE4Pssb9Kr;G9`4CAvs?Z2ZMW0>#+bv67F@6v7oJ1h{M2X&
zlV3op1?FTOee&T`K5y(duD^GA$*E^I_rla@2(tk7RD;0qg1ljsFwz}d)jUrgT-9g@
z8ND!Ux4WlkmtUmw_3SB)Mq--ic8Ju2$~x*PH1%TXNdEVkD6pr@Lc~n$Q&kZvcLR&1
zj?G2l!2pehD%%KHD}!&;{{Jn{x4fca1Y8t;-IVukJP_BK2chzc9Knh-hK+qVJ2x&^
zUJ<Bd#UkS#jJFs7R3HMdt1+0s9!(_gD6xD<7$#xKoWj&-2=jGYBh(lc!Qv2)E-&0B
z%osF;IV=tu8aIH2#yPrCaIyw|Gd|#W!CL%+a6H03@HOS7?~kd*1gn})SEIp-4n<ya
z25FcwahlO)*R<>I?;7^P)MyZMIAZc^KTZrxGRrWdJ;r`PkUJ#Jg!G%^!Ylw%SmD&c
zw0|a(PgS#F0OZiY8Vwca-2{rvYS?zkV{e{wl~)rq8pIrdO*jK|TO?IDKu0jRTh6tm
zCPPdq6|={%(P#*r-%~sTM8qK+q`hz3_`}ij((&%C=o((q5T-X5<hd1N#vkWR`(mc&
z{Vf^|U>-Wl?eK?C(9oG>!NLhaBUC=B5dFi!lHjOdX}O8}4gAuZ)WUEP_~*kAD+Zyq
z&^VQySlf|87kwqV=;z?@<KE!7SoGLX7k#|V)qA*j^PQW1J>oOOwd5jMET>nDvAc#f
zdcx;7IW_1F?aGGMI0aRx;Tmkp^P1q1qDT@)u4Ltyg4MPl5<_$o-1N8OqzNOsZt^l_
z<xfOImCi(clZen@gxAs($Lq}VopInk(D#lSYnuoj@~Y8LjT_+z<7^&k<#Xoh4IdQF
zKrbH1T2~OV>To-M=`fUt;Kj%xO-*Vvh<PKLIb6IGN0_C2W5mG*v0$q~ybuTGNtX~<
z=R%EFf*cq#F3C+6WUBB_iUaa6s|opU1zfn)t!XtH;sU?9s6jbouYr(WKEM^S=;@6<
z%bwlHBW_(avG2iY^i;~5P}@iXuw+<>l{i=}l*kuy>-!6@F{05BuD4tWIg0p<M>_TS
zapIqzn=cv-VrHS<;@#IGJAd%d{Jg$_q1gp}`wkBD8Q!m7--1By;C}gz>T8CihgfSg
zR1~I)i?rw;ssINrTr3wF3U|hYO8Zof8y8}^rQ^bmqHbRD#K@A7a6`@Zl%ET>jzf!i
z8d^>E9?)p0s5vMvno%IMPaVJU+QK2z=iQR$HG(u6z&v!adoC&DTezbpfpH+Wka1rx
zl5%P9g52JNhXwlN=X=?|HBh`a;S|#^4#49I`eqMvFsa7Y7zgcwpvi%ugL>!X1vG3e
zTF0ZWH5%*yj*Zt9Md}B#^YaUG997mn`A@LtV3p&C<mV1{GNQ(shF6wf%oH~?_wv4u
zs%i?_qpBJWaiAq~AhBO=Uf*H4gK86)C&j5ZXlQ>&Wsgr3_<e*KBXS3y(>2g9cW_Q1
zr}wbly&VO}s}K$O;=v916VVVi?nZ973mD-jK!oS~3MZ<kHTi9KhhM#Pqx^|zr~q%>
zNFmCdw;x*i^&-rzsLh!g4PuT&8ya&%u^-&4W3pjdx6k=|dKR2e)U8~NhA>wE9NXi@
z6r%$2C&&*yFf|&&{1GvKa%0j#AMxU8k7+c7`3tuFXE$cc1KT^D_y*h<wAKH6?!A9O
zVmQ6+8jZv>F95hmBeBa}02?r{bycBfLaOmt#y&Is$ctax^%n6ma1&>YNN$aW>irvN
z9rmjmleU^~ofq6a>LO1+x<(^0qxiE{&K@@B_4mO~bjKq93vr3_z2sG+LCl+>iY6Xr
zh}6#xhbNd$3tEUy4Z?>xY#;2l6ahOV3}=p=uHYJ*j~u)Z!5dkL#G;l#`w{ZRL+<2H
zR>I=<c}Ng1V=K-Y^?Q#k2N$_R<p}LvgZ(}Z`z4CSOn5jj>5TsJ`d8fDYd4&I)Q5;h
zLtV(T@;1O+o%+ByzS{nb)>kSf_z+yaIOtry9bY$Igi%*1c_W5+gV%W0=Zt<8z}YQs
zMw6lWOZTa-4w;RIbTn^+Mk5&=W&E9XdE-q<2HeebXlbWzUFvzdjWim>oPh=>`hFvs
zxg{l)Jgy=SvSz^H7t<MQB6@L!bcC+(n&vbbDuORMQyoP(q_4)xlQ&>DXi!@Nav;5c
z-T<-gf#XT?#e?tiC!(PSa6_OeHDC~=4>Y~Ysj)@Fn{pDG<Ea6-FtxZmP+114-ccp0
z^M?Z6?lzXa=!e+iNcwR8iK<y#tZ%7x_$_-J*D3auyUask#E96@Xb6*EADD@;3b1a1
z11^{&3G3x3LP$&vmKVq@vmy3-OX`&WX<6;CtOnHYj#h~KLg18<eDM%1`4iDdMwwxp
z{*nXXlA^%aN<0wcz&<_>-G$g0`3$zBA$UXztw#YL$bpTAuQh!nDq*9c$`{}~m>@R1
zoi00)4Ef@LD}QpNyy0Ej0j0SKb*)u^KB_62T)udeB7d^1sAYVH<)vJXrKI&OooF&l
zaEiP3&PIp?K5xk5%x`!xN24L;+=1{7v%@80AqPnm_CK8Tz+JgN!8L{Q#iIf8C!(Pe
z+SZ2>`0N;~b89-j`fzmWgjycGmm<2FcDx&KToZ$7U=hu!0Wrq`1uV!HkB*Q((d81<
z5!F}{B=^LvZpZMV<&S*vfR#VdxnP1l3+<DnL9i0{fY#>%edKC11kJN)rsV}ojY`;A
zhzehWJ+m38o0nkCQ?qeDB4h<^I{0#Y9s4?>XB7q^r%(Xm2rF2)H~{fluv^4)!Klna
z&62)I>$exKpph>a+|Dbwg;y|;jTkUPAq05o=0M%~gYH_Q7x`fqJf+#l3iWY)o`av`
zgAPH{i~KwrKW|(RDlY?fV#xLVO8g!lR4Tnt$6>|UQukynSIgGno$X$lN~0l6Y!iFI
zjY;;L)YBfatI-f9Hk7^S#v~I<Xys46>Z#EX=H<w|l)~~ddvD{$5yOYY>s|5)`YxV!
zmG`!RA2z{$hQ$=*U9W`GdR5k{Fphs51%Zl21opDKIYJ|Bm3f&kmz*|xYBYrT5^qj6
z7<*%3lSk99$2Ue+BX|Qbs||Ho6=H$EO6I3s<yCEshN^ujCZ>q*J1oePr?p3!#Rtu=
z^y0yc=#%jhL`}#YR{$!>=?6G2liFO5nJ$uH&^YvukTJ;2AzwV|Dt{sx;y_clwF`2s
zpqY+6XP3q~$PRqaBtb8vd)ndW;F{plDB5dRJ<+Eb{E)413!zvpzU4FIy;L4;(P*eG
zqp>ony(=rmhnYErN9#H`C29kKm-58}UH(Kgg#I2!4+6TKNoqkO!V9+e4Ecil(|pMO
zfM2GM7%>8?2BQ|Q&kTWzj`1y(`X%xy15^UEgu7Vr;g#9!P2{CL1V+roHlGt=Vtv?3
zH}5<3ZvVrU3qOOf)ZgYWXte4FuaTtD5M~i1V2LE7cLTFi!#wQZyk-}8a9*R4*il>s
zGC!SB^yKXew|rUY<*L(Y5OY6R`dmjwn)YGg387M~b$L}e+|E8C$V%O(;cBeAcsX3B
zbbvl{@Iy`+w(F8Lx41@wb)N}H?0Iwzqw~vwN#jDqFZ}7%e;N&8ZUZ>>l^c_cE*Zn;
z(Qg_JVS2ZHP4(P<*GzBYH~P+gf8OearC$A}(E#S53*4K4&VZ6hAvR%3sL~i!ju9o{
zQ2~e?GAjas=x15Qj6X##7^eWov|i9?uyt3!5}M7$u0Xro(F=mU2I~}#*$CI>i4c_@
zEODO;62LWx-{Zg-A`^+{f!vPjY7>J;2WvF{$J(2~dp&&r<E^AUqG;DGrB#bWz2B-U
zrB%vK-Rk!0#jTsU?bjYfS+bMlDoZ6qvi3ogsDvV9i?W3xAqoHInKNhR^?J?w-hBQ3
z9*@uIe0rZ|=5^-GnKNh3Ib&HsS(jVN(ejBk`u{dmdUR_`IjR=$|6`*%?x4ac<HEfB
zU_yMftatuH<pj;xW65n$p?_}fNN>ddS#juwCzFhQmRykbKBMW$3%`D=OSw!wSC7Wd
z*B;V*zXHTK%L{mom{9aiq-XhgG`7vV>GV-upLtObZu}`@DS|8R+2()zAI@Kz5t+5f
zU56ZXQ}-X?C|-4OzeS}xXH2H|XlT$E5MQbKh=jJ#tG)W^URP3@ql+mU;BR79Ien1f
z(+t}OFp~w5oMD}#O~4eGLt#PIw!2fR5=~<?aKh?LLF~wMK=AL$DdJcgl$GVo=2Dra
z-J`K>wnO(@s^_wEC~CZD))KIWokcRp0DmzOAq24<bS8H0O%B=`AoD8Ubn98)RLC@F
zkH)r{g+a>{Im3t7R4i2Ld`xJ}@bPGDn>SFKHv(jk{|~SYtZ937qk}S5nc{hh&`6u%
zQc~H~3g{q);8du>u{mSn3Z}~Y(@t1@&sV9SZT8(ieAi(=i4_<Y69|vSwom!yTWU!u
zx-;=mBwXq6K>OEI|5=gIk_d_4TWTPa1?hQ+T7?zl_aGB*CE))gC0Vr4JX45+qj96%
zc>mYuJh**aCUd}}A?}nRq0`Syo5~0!N=a$vcnLJN&CKH*fAuZ9cQ(eVetf{~pa0eO
z>`deIXwc@qT1m5I^q8CxWR&PvdwJ|(X_^88?j3e{ke!YZZ^2lPn8D>rqNnfB^s9;A
zUi&O*c&c5HLbX939U^VYPnO2ENl$PiD!pH~9<e3Fp5yi6T}H7?e+%(wY@?YOE<0TC
zK<R-EPu+kV0N*<EXsFFE$*q*RO`9~qVIJh<@GL%$hT0rT^HT(%_9fMv994t6zWTo1
z{zvL$Qga@SZSx0e^Uq|P_T6?K=NFmy>CxCWbv=ju$u_Oe?CUyp)|H=JIny{j8rx<U
zG^hSbw#nc1c`D$?>GozCr$-}g7Bfd2QjeW|z#p%_u1fdMH18e_wV6Y#%slVEUG(v+
z*Y=>|(Y|X=omi?t#wSxf8fugBUW#ecK3!g?;&&&`+j@JZae6dp^IxB1CUMq4!TCAb
z8BZ#MJO*1Tv5VWkLi*2k_d9X*61_ULzBAqd>B$st#dtLIm7S7mub9)C`${-R>^B}7
z^WylQ>YYh4C>)Q5CUhfx>U?5j&4fe7@8m!8Q+JYC6730`MVQL{di?ZgXyCadiB#ej
z-nyR1e!@dH`n`@GqjM8c_1-mJ2HtoywhOJ{D@97$#T30~TV-h5qp@vgW(oV75R={i
zm5P1tI_Kt03(2FQHUnbGX4>WcNh+py*A74U#DD%w1s9f@aN$b>slc^&rtxT`%`kwm
zfOn{M&AkC*^QQQs;W>XZwC~Z__AjUQD-X=Wiw@@YCB|eg?I%Oy9*s0!jJ8^S;j3pI
zdm$LI=asxi2AzFVCMJ6{)aFd$Z++7KsdCzIb|w_>7N~a4Zb4j9s8U1|^+I|yw$0KY
zRb{x%Eb4?n@Oi2BpRXK%K*3wTd*{0;otkEvIFCl!3@;^#D4T3ka>DEZF9Sb48fmi_
ze)2^UcB!Aw?0ep!XLioSPmhM$yoiRV9~Sq7_M}^eExu<tZqVDEz9FZ=X&Hsqqp@vj
z9(v~W((~62t~>nTbWmZ=u?784ot0^v9u2ig@4E3N;z3D%N{p<T_syAheUHYrnR%S7
zH1OPmL>On#iyjTNIfnR2&s9qnscxTu$*jYb>5r2?&HLX^gLM|ErmssTBK{XYgz=h+
z(A)M0ll*&0#Z#`i{@48tko<g6^NXg=`Scp__9Jadv&`r*cr><6H-_kbYm*dT8g=2a
z(wEIZn}^`zVuwYK#<r<n-KjwI(KfATpnttz8$I9i6tw9nLyyL`*&fXy91F#Ly9Kzs
z$WRR3Q}`L$_h@YU=aiSZC?C1Bwh@|wSUwbC+W1;ZehLJ!ZBmH7YLnyx8w3cP3p(^`
zf5JltXX1lLW7~X)WT0ZQP0P1Omi|6t<20JD;(04Hw#^On?cVybP7y&ev?)K?t03EE
z7V*c^1DqQAaVi+pvF*Ypm9NJ*J-frBp*Hhred(tK-Y40P%GH0ik93>b(5TFY28R&D
z8voDU4BdEUCfNGp-%e=o@s0Nk&BO$chL~^(F@eezsLDwJkb;iEnjv)t{W+p-CIRqh
zq|Gp!gsN(?P4=_kqLMkBF_O)rv29+0HYu!wnaWm-Z^3vAGJ}wLG}1>gn<5JkjEvXS
z!y|8hHDfhWkA~VTApYuy^~_agHVH9-Agni}U-bz%Vpe>k-)j$FgS1>J!B_%~ZBrkG
zy*V2@pksqe-@>N&#;iO0t=-up)0}xUw#}@J3+$lz$K(#`fp7o#?b>rE4I(A$EijJ;
zZSFhe|9Vgwkw0ck{#aBr<rmHKm9C(wkB0RSqKDs%Q7LbpgTkMG?{t)5{yiGv!Kd~F
zRbP5zNh`5CK0f}3I{@8XW|mvqGW)SrcWwWeZah7fdo;xI|MS@t51<G3Y+9Y-MGT95
zzW!&WxYhEt26w<*^?UfwtkgYZW+iJ|<Ue&?Jn*)+zo6VNkCh$`v9jy`ReC4DkQj>i
zfU)B(L#tZj!vEO+%+77Z&deWc{S}g@oZ(|V8WQ~*XyxAsurJkR_=GTTe5-J5LsT&y
zoj<bS(4k{<Ck-9iFn?4-N=a>)Kl~zOS2fHT->~iEw)n48&z?QHckIxkeUIbYrka-z
z_u=MPgP_rlRH;S%&QDvUP(6b_VkRH6A(AMA(VS2F(FFu91c;rwJgzM&tHu!}B^U_#
z)$|txf<s?<>&w-zo}9LbdZ-+=7#<9A4T4|tyJYvex?|cR>J->6=#;i`4FcZfa5W|f
zI=zM(&^}HxM)#tp^>PTJKHwJJ0rR|n_MZRjphMDuAnKzeiN_fAA(Ld&ToEu8H6wRM
z;GG`V3JQeVo+RfMBRBXUrz&?WOck)Xf-x6@KN<vF?D~YXMex;osBe9NYra~a9|#2h
z%v(0BYj5yT5Y--|03UZ_92x}H0WAmyuz|Q7oxHXffFcmg`8w!O_ThSIi>UXxMaM@^
zW2i5gB#Q=0z%M&Wol+nAUekO=XBq_ob4uGP$F;3G65TD2hW_%%89t)*Pyij3fd!x?
zkHv4z3(wtn&`(X%fgpwIYph-{#fhl=WNBjSQO(8#p-uPds6@#I7axDh@jV}aR~{dv
zm%z0&m(z*9TuJot_HW_#^|_sZEsJjg{^7@y_GeN1^!5zeFM&SZ{%zd8UL8P71r^^r
zxYJAb;=S7?-7mc8^G-;=m-cU>_9-0#?Gq`#kL%IL+dr4+ecSzol)Z1F_DQ3Jbos0(
zl>_ZN`QTL%p^vq{uc<%b6bCS(p!J0DqlTUUV}<@NO}joy5D0AXXhG}{(j;f2c?c!Y
z$A{3Y*dg%y$=G&smC9E%2=`rV;zpmDl)_IX(8N1#+r?}F$554@u_KS6J>VGBx5>i>
zK-J<}kEC}y@Yi}vD4+op(Zmrj=eKD12_|A7R$jQ7xDW!vM3g`uA51Gd7(DF!|2h&i
z;{Vut8-ETiLLtZ2DBg+bA37Wl0u|`H<)JwRBf^k4ftc1(8U*|t+g~Uz{dI-$S2g{M
z+=&!k6%|A8M56v?{e2ZlEddi|jygW<<KCZ8O%41ZjtfUzoR`~r<b*Nf^yE0jDUJo}
zVJKAdF)J8S2{iEuY1w7egt1x<8X`V+Wd4}e1qc>$c0t>A9lEzaKKr;6I(HzuAR?MP
zegu68LN~!rkWg$R_tkcQ7;l8k(#HqV%u2?Xobe+@vuvo`)&u!*#i)3O4`F-IAn1Aa
z9~CEU8lJXDp<2U2L0h0AV3T<)q84CQV`KA95)krT_>^!t#Wb@gF1(-qf<Q2~N8zI*
zpFs&gLDUxAVuYl_r9&ovQM*Sv5Jdft$2E<{MIe~{?ci@!XH>-(MA6$?*u5!VUxVPE
zM)SLty?HRUV}q!_l0%o5q60zHBE-+)>t<6&1Oj>e+9H@Jt;49SgSwsGCXBviZr_3v
zL^b5?&SiV>n;m%DL6G=dHn($Gkej0pFquoRLP7$;)CQ*(jQlD{TZA<3EaLh?0M#<N
z+N@Jt5Y<TwT}W508U&4&Z|^%cza5NMgQ&|jcfwv^j0OSMM9NKD1f8~{{yGtNx-xgN
zNDUA$`7L-Rg}3lu=)rpZv>-j}r#dpH9Jy!e#yQp0acaWw5@r4qGRO%8?^PeNxBZGR
zZIMFtI=%*iQ=V8!AV}Ax;uE9N7EvcL32AMux`Rhrzumd@J)L108U!DrLv1KzNUcqN
z2$vmtLrN39k<eSm+7F>xqzKn9@nin1f>96%y7m9%yUO3(m$pcudV@#$JJApb*37Nk
z{-f=n5kyVYB#~{0&(U}mT#(|}9MCh|c5MBOs<As?_(E&+N+4K!ZOwj9K7B#jB8C3?
zJm-S0pSBs2P6vXBc)fEhnjsJrv|c?V_wylXi^NBEjOCjiSwZnbi|BMus0w|(;GGlv
zXL&u6_|V*x>Y<H9PI2+0i>N+!{WVXUFf4k5$5W3UO}y*+{w`R6y#THygve?;?H@>h
zA`sm1*{zep`YqBHDO6>#1fbGNpow>vmAN}@1PsM<8?XyTYO@IXS(o!O53e97mCr6~
zU<~X^%B1HaR=+UGFVqYHTU^m1@o{A^TZs)5#)jHnaU%<FL(3Wjb9Ogcc+~%n!g<Re
zh3XIPR+pY7U}~db>z3;QwVz2E;txf@rlMO!zV8z7RuM284nod&=RqJTe_wb8?Oz0f
z6J~E;c<Zx=rY#cxz7qL99u*i7G*5hYiD%xu^8bbJ6uzzq*s=o_iI3|5e0L)YU#3qb
z5OCQCe5xQaGMzoIK~V02M@RHI<&Ts_gkz6G7(xQUrfq|M%5PC2ZISrMGMI-{ceM2x
zLwlc*-Fpz26;8w+sDU}bbV^%<EVTV3eEQ&52E)dtQ3CzH?|aZGr_w~VqCJp6hI51T
ztvxcObl)Y>$NN4y!wMa*CX5*08mVC;3c{&cDNwOGU9m3Ugb*Ys3PPX0lZ?468e$Uw
zC<t;&YhdIcQrwS5OX6||{hRaIq8d$qLBQl7AtpouKh&T2YqVHIEfO#ui^$0>{y~kr
z4?@z_<ZygzISmp!^;ikmL_doZs+rtl2{iE@8yDB(gt3|X6vvkd6vrcT%_H@1RYB51
z@aW_H*Y^6KFn+|?{7LZ-Wu+NO3xl%-vkKO_5A|r`9r<fyl*%779<R+{sf-yH?~fG<
z%sD|aL_f<<mL}d`d%J~)1^KA|i}MTblT=iMx@|28{@Pj^k?&zg+FL2(T6+td$=}Iu
z_Gsc`Xl=)U1MDd3G{X>z>0Xkj%vzy)3XkO;O}zUyw)^q<`D$c{ddLUr->C}k(2U~9
z$x{xSDiH^>yd~$P;sDl6W~mrTZ;8^=4v>nF-oe!%c=yZAJ4d%VB5e^8{k>Rl;i05r
zPU15}3G{LH9Oa2VWMp*f+{p=H<j0~>{zH&L^>}iX%TJc(Uv-7NB9eQ@^b8xR>8b>p
zcvp2Ye^tRHYJ7Z+*_#<bGJKZ&WHydh;>Qd12|0wzhc%mG3J3&GwVUu%o2TDP2g3)J
zo^=)wnxQ(ReOu5Bwbbh;oPHGO2?Q5UAAI_XwQr^^0&=|-wxoaa7n2`W4&(%aGG%V4
z*W;P_X^W_GRT2t*!^fAk-@KqnIuJya(Ik-#^`U(m+MM>z@^m1GbovyHk>31>=`~&m
zsP6W{HQz43{Qe`-2jVv_se;_`BPMC%)HysBb^CJkhn;Js13~aSz5c+6&SASXQr}4R
zW|E_5Xas@}4w=$_RUUl2f~fk*R=hQ*mNSV?d>~*B0pCel&UYzwds3u5|9||u>w0pA
z@6JQ<EK~@jWm}JCjX-e!6-PXL+ODV47AaH%cszjoo<lIG`;ec%Z<(LA2<Ak)dM<;A
zskd42=-dYaK~bNpuR1PoY}z8~Tis$vbssed+Prqf3s;qSGHsFg@cqS4!zZgPzDl0G
zc<=gN1u)zNA&Fju&eSdfKk05GGbm)1KHhD;OkAUP;q$_=7sq?PeEL;;E7skY3Ir)s
z%aXmxPnIUuoBC9*&&cSi<u07LXb=2f4Vt{N@A{hAI0Slonnx3BbDytYSl-8lTHc-U
zCTFn7VQd?ZzXY0iUq@!*7RsEAjdP06O9=lIgv`ocXkXCzV71v!%pzeUV96{J?=_=n
zjL6F`(AKPL#@qZ0Rpn$?9!<QfCYe5PD743@33++rup3ccSo~u%+&%o96bp|g-m8C*
z!W8OW$wY{D>z+wn`&ZRdu1e*=?_v<Rx42ukGjZ(l;n3#&pRYIJ?ZeZecQzC22?S@g
zZ#1|3>|tq(#7E{IJ!xb#qM-%j@<LRp$=B=iBy_C^m}hK}3C1Bpm2|kK-f?t(;fXxP
z66oUt$f(sODD8uf&w~x65`+}P9VB$u1Nd>GLS|Gi7rMNG7;_^)hPyCcR(Q5TjiG57
zD#t13?`_uav-5s9y?r_mq)^S{?=68Q{=FGj^QZ#iI6gOAhXHC3%;`Ge^m`75KUR=J
zRaf^F4#poE1V=S~<M+ba)zcPHPvX;Xm`xE|2n40CdvWUFM^;H&1S|CpYM?C?w|a<M
zq=%+L0>Q1@erdDwQS6z5fLtrzyFsa*)Z|KU+XT%0YNSxRdX!uI8~ad5z*y6;A=!35
zBCS4PlII$Lgh23KkB>^#n9&WMT!Tob?}1WnX7UUBgPcH6>7EwTE}C{m+9HZv2KZ{a
zrO+T4-g5H9dG&CAFNi9SuLB8{ywxCBKJobUIX7VK2%<jJt*DDhnh4lZN)}NY*|APO
zu8=^`=!8wpJ1lPm$GSn(YT5##H&32%5EqD+_RNqoLO*`VCx)TpN7F9VIuCF5#SScP
z_4@|~EQrhCk_xNQCk%y)D}!Bid&));sJsJ`#K-E6S3`#)GzfRKLk}?8ELv{_OpxSM
ziIzke2Qyk#o@Tk47Tn0r$!v?z$A{u>P%#uZ3=TAsa4O9_f#CKE^KLk4SHrYLX!iog
zP_>5u&hsQGEATfO1Um~F{kggZR+%6|UX#cVPm<5tdPR$mp2Ryng2=3trCF(^$-VE4
z9_hSUVOB&)iep7a2^vJtKE^~y$Kew&1$=f%C7)e-Qs}Bl9R|@*HCa9Y5&sNe-AER}
zx9OXyE5TU9In{~C3D`2-7AbDvDmM>r37W&Yh<-@}|6$bk*FLfzku8FdH0gmipn*3`
z4xD2;5m+sV415L+oaZnyaOODTC<KWQJhl!p2%kUllGcG5#iK2OCf@xqo)IG~!-Z2m
zl`R@dYJ>I@3bEH9*m=$Fdrm#)G)S>Qh+|snX=dee_c@{`5G?N4?AKS02E8Ea{Nymb
z>tb~&v`<XuF#i?{BNwOC!{{?c!v3<Sq!7bXDU7Qk4Wkr*s><rr@y3Sy38E+uEY>2A
zD^hwl&OYA*DC~nBI5fl?reyMj(@0?u2y&|}*t{dBe%d01su`bgosu}Z>KiqOZ--eV
zh-#iBd2Q9yzpGV(9uY)&=DEjF@Iq_!g(Rk9lM}$)jp#@rKN0hwCNjA*{@J+@31W%!
zrFgL-zKlgZgNb<OOCLJibnp-&x=GY}xP*qBpLxg;`hPoyq4XRLl_p1R)4aH4=t)qa
zzq5HX@qT@?OnWQ|P+wFckt>UMey2iz7CAZLbtwz@ddhcFGu!6Kx|kF9^XzkuL^1-*
z9vkMj=2u{HM-IZ@=BlVt4-cayLm;?d>+ZALx4SNF5!&C#LJuj#UUk#UB|H}EP=lb+
zQZ@RPA1{RsV-S#QSHMe{JoPHO0xqI|N+7tWdO`2^Cl;WBtU=<OboNYQW5)1@_8vf)
zB(ZVVp>Y!kzUftO)0-7;N?W8*wdXbD##*=kp21(<aYZ^1M0~VGG(!Y}pMQS5!NF_0
zBj?W`YJO%N@{iQg`6s0oBuS17yZ7!i85X1<s)HVj<^eO}+t&xA?#`c_4g^teFt1wC
zSO^65_MCTYlNVrp3lis*o90QV4=LLp7&SO|^7!5Z%!70>cD+Q?M!>kEU<R{a>I}FR
zJb(3sL5mvSvgXrNAc*RmR0_jSXt!f|he0rv4T9P4L7g<D^}ANbeT0Y7Ul0gdoi}@9
zja+0u3ZmZO&=B_o94oQNB@(ofZt)~)@ogq|F_+^8KG|^EI(WteQR|Z=QV-PDZI&^f
zKvKDp$*IPZB4DfyL_tVhh8Wk?MYI5-Mb1y@x#XgqH%?CneSYY8_ZM@fgOlD&u9&j8
z$Jpu6?_4aPdRo;>x*on=HRZMw&qp&2Zyelw#<1yWjItegrgZ*TcOIpa4R)>{lny3c
zd{5;yzZ?>GbE-TZWfsX2fndWI=l+<}2Am&%QN2p9{7QLo-h6vBu`iFPl~H*U3QTa>
z(30dW5(vua8#u@bQm8s5g~>jwCWuT_O`4q5Nfunc=H~7TuEiNlkm81`ok30w7P~wm
zo_&`1A4T+k#C1;H<cxV6qCcr~f4Of_qZi@o5+puE7gef@3g!QsF*;wtsJ<(Y3N}Gd
z1<Bw~ke@6~YygVhrH@^a&VH%)rlQe1Q^B)0H*I$Fb5uOV6BCan-exYh`6n$d0>PE1
z-O;SD&-Ic<O=*dy%_0&{0>N#A`+Qz~K%aCl;>^x}54ojJ+E=?}SAX=<Ei+*NZA-nC
zb;`>%(!Sa~xp4dH$<tEl;K|gKWjPB|X<zL=IN^z%%bH-B3F0r-(hpaz`_4w(NpO+H
zrfJ_s<cK}6UXU0I_W6-FSS92LMfqnPAsyL2M=Wjm<+U#%E=!OM`<DD<Y2w}aZb`hV
zIyPrq*t!R~L3_a+#_>MR5aG%c2(%D{3@`G*s#dhtDzU6P<By+V0=*#WSDNPNg|g>R
zh!4{D71}|<N*SL!5bwao4YR+-44D1l&c9QEAjk?#u0i?9(!@K>V3Z1HxKousBDX*X
z1Upsv<asZguyxTyNRdGb{g0KOEKR)M=KdMW^qY;xrFCssH!In+3J92>-e`#>Xh7{5
zZ%8J2eg66q=;NbkQS2yA#ruF0l!84x&~d;?hj)-DR6W>!DS;;5cgvFcJ_V=V9#{#H
z&K>(b``2C%JVQ)qloSDvK0c6E#SY}GoNzqeK|KRy(DHHz=$L}I04}(%_1E1`MsTMf
zg{mjB!HrgavNZADT|hQ$GMhIr9B*vrD3voMW}L0*1~Z93@b{SybXr&E%(O*tBq^tt
zTU-3WDM5S&*db?t9TY;ljwI=KEKD_!U5!JjNdm$BpI$tu&eub5t7nk-I9&)WMV|6L
zlzEg{<R&E$^l5e4%k5`(h2dim8?03VO}twd;~W;?Dr0m`Nj*1Ng`Nonk5^dmcZ2l^
zSQn&F_0|)ke=de5-m^Ps;1W@dFPIdLHx^CC&yGYn@y$S_L?SF1&FzwC;+?m!Ufc1w
zt0>5W`YYkX)eki31cJ3sOs(_VX4sK}6sjNb_t3*7(8T&y=jrV^q`Ep91gAEcP-adA
zY`yo4s6TIQ)id>#%q{fug#c;>TWQ*vP9T`kqshq4-8z8zJ+@r@b;mww>>L!(uXI_<
zrpax=3usa+l4rsJd!D$r!n;UK6h!?FH)?Ei@ocTwN9}838S2Rq1q17~t+l+nSz-s!
z+j5Gdil}Cdl|U2k)j#&rll6K^Ns%~Xo!4r_kA(yaa138q0!_Rx7vc<027Ko%FY<~+
z>>KHoXGI{emYN{6%WIFT7ME<E+APu<1nfh~77_BTpi~1hlSjNUAlLq;>SRM)!sPA?
zy<G+59jI@8-*_jlp^^tf7j}vsn^yNRc{crf0%ph&9;5XKi2QOQUv<FN7nN1-fjm5k
z{*5l%<IhgS;{x*UiF^x@k7S8<X>6X3z+g0aOX5r}lRM6^=@h+N2@Xht7JsC^vEJZX
zVe%}(3D^m=2*@dNGn`A@*!yqDwKX^mo()wYx#fEPC$z4~+h8>6kj&(9Inh?l3L-x`
zGkJv9>dK^2@dlt?1!H3x!zWplnItkU^=W33h*YT`nB-n!H39P!z$$qYU{y+)GW~8g
zJnbdrEpDY5Bw%CLEfQb;&W;#~%Z`%Qe^Ra@S<!`RP?dz<Ie^*jI))pUmChKXK*DB%
z?wK4nV7|nMgam>i>*rpdy}xSOBBXc@1?R#I^u<R*2ysdFKG72hhL!$#=<5FPbP2Mk
ztm;YDo;GF*fE{3NuVNCHdG3X?#QEuV;E6eT6LL+)NO51L<CQsRSrWu-rdXkRp8IyD
zv1gI0CzB*zw3Z@1#6Hp&nuC*kIKbSw+!MG5#~kPzb&xgzb0$Pif~{YO>7dzDpU{Hs
z&#O__bRrOZ*0#>$4VL_rvWPO%;aI{WjRbP5ZkcsZbT#fsvV_-k<i;XCsST|aU}e?h
z+gJl2?DRWijzG}&y_HL!%F9bz#9rh!q_y1$05W<$#-M=>fv|`=l1YXV34!3}f%y+i
zUt1BL4uhz<n#8-XjeLTlfDBB$J8Ro=CW5G@taENB?h`Q4GwV_oQQh^D(z=8d3X4x9
z1{`yE3W!4e>T+);ck6`{OIJuD>WY+lnn|2CVeUsJ$Vf#<E>U$T3+MlccLeOvEF#q;
ziin(mjlQ*rB=^t@oQgoO?1G+WHXa85t{|!(cLZ-BU%3albuKuq%#`m_7Exm~NvLCu
z2?U3}eDL50gK8*#VGuQtNzTGBLIS~W6YuzEOC>lc1yO^zBR4VrqMgPhj*Z^NuNE-L
zJQ^+m8&G5swTelyiG+aNv@N1&h!7G-;w^o(hFftPlU#9{N48$3t5JQ)U5Tu@%50vw
zuk%V-`d3rFEq^1o;>MM!Q+=2q<4WDY<kyx1PQa!yTSPSj1MsCf0GWWTR$~#hfLob@
zKNJDusYfO)yX=2XsU=L}?g_leKDC-jE~ar2Fl>sP2q52WFq-hj>L6*s79`nQx=NT$
zlC+3I!Xv4ScOkeM1RosU{?(7CwZ$ciK~z88O1N@0NC*T&jyi7H+apF|r!)vU)kbj*
zG^XyzY_>+$pjyu)qcQu6fbsN#8SMK7GoHlPWe}dIz4<L4xOBEIfeaDHtGSgd8W#a0
zoDo%qp>HK_uB5SGSk!4JA}3%HU?Mm5s&7)Ly%U1kq<0COYs(3@?Ba!GA&B~vNtRXx
zO9=#hMpWxnZ!)+pi25hF*Lcd&_waezPW{3>(wFH3Y~^%|V1a#)Zwg6ssG3af<ja=J
z6hz3sCGxsVUPSyNVAsAyR2e2IStAd?41^caW}V06tw~}D7(rbr`MoO>*T%6U=E&Sp
zIe3AUEk17-{TauCkU((t?d|j1wmB(nkwQ~fNN)nX6WHqDg2+zb>I!*97*t~x4)?LX
z#v2C>0uggjufkZP2i{F7BiF7rk5@oJJ<7tdlo(II`t&WL=&?5}Y<kO3gJ9c&i-ryC
zgMvVUsCT&)C+?mBiq)a(1?W7?Tlg}|rHV=poK1!k;pk7oF`b#AtLG8OaOgOUXWN-v
zEWnYYOL4}MEh6Gg^MfQy1cGiaeg4{&S0d_7kV5q^cm<{mBpL!iR<-OS!Y}KkEh3Vz
zlcbS=c}^ICS5nv>Owk#Fz3D5@<C9<!%>)4}`4$1WUSNBPydHn?RFZE3HtWSA>To7;
zcV?cM6K6`6wIIP1GMY2Xe@Si|I_XTt@WP+K6EzhWMAS*~0cNF<9l*u8Q;fx)oE9~U
zzL<c?EB+>Bk-~prwy8&%&rUOWzA*LDzutJVX|@R1z)*`|w)D+?HjVc+miU!~6R>I1
z7Ku;A(UudD!%LDC;RZ;R2EkF423PO51Gm9~6#6!?$9$=Q)`EnXfC)`Ry<bVzQ(v-{
zaW<ZRmhn>MIc<Dj%H)slBj>ypila#=reqe1$WH1Xp!}hmqB!%3{{;MGSv4EI9bn@(
z=9c?9&wx{F*ifQ$CeCT%ZTd5Ljq<aUv3%4GV3h{Opx+@$csnvAEb$jbO_`-EbZ)UQ
zr=xa?v3BZ^Mj>F9Iy4Gz>048Z0%h^hS;Q9tMtMZJYeITT>gesvtwe^4b^Zy>rmkOR
zteuiNeITjbd^xJaYb4o9q*KUIZ|F4sx+eI#3||@{k1wglc1cB@9^RT-NtP4=<Be%0
zZkblNx%V6`{)y*EmX{)$00JhXD4Hg>h&NPcv%USlmbcc~(J~zfqH?Na{J6+8#y(EX
zCgCZs=!!yvpz;@8mwd7mSJu})5N_|EeU!e}_>+Fd|4?16oNj+M{@?;XZ`?Vv-7AX`
z%`Aw&^5xY<6B+PZO5MOq+3mV=X1B(ctPLk@UObX&ivh(Zl9`G!i(GXd9htR3{A8wD
z5<%3d+=}anSJ(@3MfgI>cQV<>J_Uh*QS=_C?BB^ojq_6S%8$gxs;8L5iL7;g*|XSP
zNfO`8-;-Qz{86ZmEQp$sTpOMZACrfDep(nMu+y%JyP5D;bf`ga{LW_0E4|PQ(H;h&
z4ZIhoRloYB#_0(Te<peY!5`1}9QVefpch2tv!uGIIe?MjcD50STQ@g3$yKOdtK%o@
zI8`d*>?u@ci8*JBcQVI3l3^7d1fcR+^<<Oq5b)1pao#yAWJLZr^6{e9oi{+|Xjs4X
zv+vJ6u1q=*gjm>>I_^lz?P{JmCzm{Pkw{`8*9G3DCCOQg=ZF~3NvRb{S@1Rrw0J5F
z;3e89K0aWJLawitK1sID1BhrIH49oJwqW<oeer@e{Ys|;LE;Q`nm1ZLkkW6#T<4tp
z_%+NJfuPH^rGMJ93kkM@V9voy*xSpYEHnsey}J6VO)sIYnIMbGs?&+#g9x0V$+_UR
zJ~DU*5=mKd6XR{kXi>-B)gm_528eyMN3L2ki92%oy6z}uom(y5+^Md*m5@rIY7m_B
z_oe489gJGuf~d#16{mMSnNp8vlJHFML4)9nBPrnxRbd1X>#qZKL?EcJV8N(!x}iLw
zAX4_HE-f7bMz6mshiIHJP1&Cz#B~DpacGOE-*_y|@kdA?Xw>ev{DsXAL)5fER4Lv`
zT)8Ewm}zThsyB5jTKz}QN0I#=^YuN5)DdV*)ne6k2JD59fXT%`#XU~SI5sWk@GSZ|
z0vT+jUAoh-2-~X$!Q5}Qb*%Ux-u4wl)!<ooAqZR-0gr45A|-lmIS#E52zDO)#l$N2
z_eMgAL5yEF>_U@4APDMy)aQ^%m<&O%N=Y%R90J4n>u#m5BM`LeG<?#!1~66xQD-qp
zQ+z>4AejB-q}Ja&hBJa7#>X2Lfl`B@Ua2GIb$J&F<buc+?<{2BZZkgK_87H(@y~cO
zquz9L1LRuq-K}rx;qr5bI_uxt;nW+vs9i^1VuFNLx;;CC*Bax*LUv>ETRA*w!}+VU
z4wGb)>=3ZWK8qBW&=b|9E$}ZfmJ)Q3x{o{3HGK)#tSyVE#yr!*@M}mQ`0@C%&-N~=
zoVJL1lUs34V|mcXzHFrCXp(RPIkyM|8@}oE$d4}^jp`HzQO9vdROKTi5X{ReGj;mm
zWz!Z>E4iar@rNSd*HKp0$yP0=3s`a$%X*dHsWJH5$T?nhW?|4-(FBZ-5ig9&Goor4
zchnP-tq54xkww&UCL#T=cLICSViC29NgQ9;;)>RqSgJ`v^5AO_4EnReS@)ic-A)ko
zB$JFI5(2@3ru#0vy~gh;i>R*rMcrWyDgw5IxJA^n+{!D^Cn160t3GAtjCc<*zk-;<
zX!tJ8G=ZSn=6^b`zYBYVAnHQ4$DDh^GoU13%SoLt-gn|FGVFFy*}a=dNcedL_zRY5
zZXTeOV*Kh6t*+KV7!R;Wyu@Mui#8?4f^qBr0zv%qf&Ah~Ja?&msYnoUmr@Fs&f^Ly
zuDET$&0~&CTLhY1=Lo$G6160GKJe`d<6U)^RsMGW3S=DS5k;bLeOWI2kBkRF(CH-n
z$~NI~Y!YYT1B=`FuF@poU^J|OeWcVPYC+~Rebi&IDRW2B>3uyjNmSI{U=mk-kk{7-
zvc5h@skKQGX5(71o7bk)dM0tnHokebfk}QMz7Q}LL9~@2Y#%!k-pbxjnL-lpr_@<V
z5;g=jiAAs}rOru`@FuiTGC4P<RI4P3Z^C|;9Il)f-NCVavK8OkS(-^o5{A=~t@vZv
zl^lyb3Jaq89=M~QldZ_IvOa&+GdUK2rVme&_&TuGfl01E@Nh@4vUL|3UWr>(#I0Ni
z{jUg^R4r6+<eaTP=wg~2#i|DOMYVv*-Tujrgh)b`T6*AdJ;@|aNPRXgJ8&z@nZzv^
zzm;c`9eGD_6*7-XaDA)ona2{<5=SOG@)xi1AG(ibPedf4KphQJIkuJf`-E4hnngY8
zzZ=D0MDYw9)ZkS@Q+2o_clF{MyvH1PEHkxMkC>{S@2I$gb~qM~(3tzn<Uw0)grT8<
zInLp>oE>+R@MPjXu0Yp{fO+^BFAMVv$ls>apyZb2bJ0_zEIRK=oZx%$+gH^G#ta-&
zjlmNQf=PQuE~vd4g-7|cb|Rdw%fRp0<oP?LsV+umXZ@CldGH=*o|@~szWM5<_0w`l
zUqX{dAXxv#MdezS-J7zAIf1L;7?TF}6-bN7!C3nm2$;&>*aake&zySIr8E`-CZ6m|
z2`u|Er6#c;xufI2wGU1|z7!(d1u>_%NPHB3^kUi97L)qWaT=4UqdVA!q!V{YAlMlM
zGalauKd>Oag<jO;^1>Sr!+Yt1h=tyYctpUSX)L1HDrQf77LoXq@j8#?42&xzV4fI&
zO~Uux<<iFFRbODF8kl_xu3z5CK1zwnJBV5#U>pLlt=UEJdrB2!tVY#`F;;1$Z1DId
z6knEyHK`*4!FjdDWPg1n>Us*IcH^%z*t2tFGT@y1Cb@y}tv}*w1X13u&8s?+^s9_+
zaKmNpMs1>@;8}*TL`dSg!G#Cf8}FoI&~*#Bc;T7V?w-;258QYQQs^Hc?IX2<h$KEz
z9b9h7r#yEKVKZQ}WcF`PsnfMi*D>cB1YyTFJERvJlD3HYo!RL&4?lvz7#@zq3noy;
zswhdGy=|K7LzR;HP^Hr9LEeIJHH6X{B=QoJXA!lIN!(cYXbVGC5M?%1Hx_T<#OKX9
zPgU-i{D~%2COLHx7lL<%S*Thkw;GQo-e<%|pFd%2aodPHkMLrRCIu}jtJY(&@B;{t
z1QOLEVjKZ;TN#PY^mB*3^%)<b3sq3L6LXc6zwy}O96{dc6cWv6a_2_%okiZ+)7$D|
z<5E?q$@0pXOg$ez`JV4TBDd>tcRkT`@uAqqyeoCK4WNLp-_-k=7v`2pi%-$TigINX
zyuHZf(96UV-cgWE9_Sg4a!z@<V*|<O3ib3^C%ZnW7vr$9QR>_2T$;_y$)-soU{$|G
zVqd<`&B*xtp_D~t;y025m<GMYZl8W%%+0&7E%d7(g;J5X1e$oKeg!<b=Hl+@qU&-x
zgcAs6ymI`E>ie@$O3ffr*n>Cd%d}=Mi9X)3OWi{ycfQELEzuaPP&H*@m^&$Yv7xXJ
zni^32h86r}g3u_)XB`&NYWW!$7D@^9@lm*#HM}oimgxb<aOJaKy^%i=@#=!$S<EVl
ze&r`i6Yn=#!)ZkR*ztJfy+DeHVFIS+!uq7)II(kXy0ee?x%=l=!{ijCP@T`+mp~Ki
zUcF6*Mfs4tZW<UjC+^QX(yPa{PR1hRqOIY}kYWvjZ%<x*%o#5tuU!zoK&iL3Wn`<!
z5+q=vWbsxjYtYXrv_)rj^dypMyk=a)*OfE=`lH5CcqKs)Y>|Z^QX6TBUC!iLBpw8e
z4HY#f^5|1b4(F)LtvD@aFJR>kMSP|1j>cZ)_u10p$#oC6ORH_%kxSz8bRmXLrKQv@
zH1sO$lXI^49UW&Z?>>J=DiB27!z9VCi&|wSq_c<^K)}RGMBY%1P5i#d&8)jSPKugy
z_j+NKg}zJJqlx$EcHfcoRE9Fi!O1>d6rN?iAcblZv$h19c%QC3-^g&(s9fZ!kH{T5
zVH{O}=ga71?@1O%1gKD5lv#ozH1XaW*sa9ciOK#-knch@ofmTnG_n2^Rb9r8nUn#X
zx5b%NsJvTKdnOl}Sep?!!8<4UV-LhNnJRm61vyDt`W{WJM@83~v7}eKe8lc3RL2la
z^s>jJiM6@US?pt!DUL$#uEzAL6LvnN;MP%)457&Cs>6T&rU}Bu1W~W>B6ZyNJPcU&
zpU~da7Nb`tzu8%S_7en&eS(@mx~Y8Rk;t~$cmMER2i#1pe!j~M|NLANn)<V(XUC(7
zwYkrgjTx$6+8kOiVfcu=oC3Q8@wO9VlN+#id@fY&pwMFGDenW3#6dNlr!EURDypd?
zx-33MXF&72fJOqxQ@G1;dNo&v;hc|FLju8h-&`}{x-8r(3sR{1^Ez@7T^H2;?vx)d
zFOSk>22s7)57UZ9MZj2Q(SZ-+RvZa`e`NJzek+q&Ux#t1VFzpx<R8%npq*bv9CVH`
z0duh5p0bE<(Mc^JTNDT_o=yUWLEzM==OWyWztF%2)mTKx^<_Y9{3A@Au7XOyJ|<@o
zHIC0dMbtWh42KUd-`-<Ve0JTYpmN9M<%|%uoS5E@gYgjrf?jV`>GIeuBhnTrRIPaA
zE>?uEG;j$jh^o(X=MwUHje$fE$)3xik0W4hbBn0P+{#nvPZuAyas3wY>ke~Ot>#i*
zt9e>w=~lvX`{R=c1l!)J@x%i&bC3gI5Q(R82Y%nJVGKPNJH=Wx>Y+7J9wmKIG3k}7
zq&P2fkWDt2vx$87tBDSF9Whha2zS?zX{QaIWh9-ISy8$cSxG!Coj#pXmoleaV1aka
z_OCKMlM~{tuj#b4U=Gf1jNYkO8DDfOk^llmyd&XdQcj`-lDK#~D@&I#&#b$4q3Cc(
zAejBm)>7G(Q0!EYLSGd4RsgO~LBz6lqTo4*CE&+>y|*kSA|#u>o`A8S7mGs<HB*f!
zBuOF~5c8}ZsC{86sf9^9*xL{#q}8?PIh-(wH_>HI7LBV3K+J^qC(*=pYjOe^Ceb(|
z9ErC{;WP9`t=~&OnH70S;<`?2AYF=^>v4zuy4D^0Zew`g45D66k_=B(d$8LpNG=mZ
zQ4|8cE}OoTK!!cYyxd3r>5zblzCfZd7X+=C#?UFcl<Pz8Pu?zw1!Xn2pV7vW5!sIA
z5k>b#C-V!1TLe)zvTw17hE5=Z@a*KTb6oewa&YED+zTRth&wj>OL755{9o|}=&T1-
z{0h{UGkim1Uji4TP~BEVPm7y>FESfEry$jk3gfGpNgGUZ)r{Br^Tc%xu@xuq4qeay
zf#B4QZ$9?mxY6mL<+JDH-2c!x*mWjiGp99Z2n6Tecx7&>vgfBQ;uq!L(fqA$EoLE!
zN)R=HKg1bu{tS4v=l$pav+=k90tu=Mb`ALD{wvm3NULjk9_N!Z5HNBQ-BnEHkc;8r
zYK|yFS?R$BqlcxdrPcM^isQRK+?$vr`9<%fjEfNWLSDfHR-4i6(La-7$0X4J0u#`6
z0?jgk;KRRO+OlK_hAW6##M;iiN+;n}rs(O9DK!`WGN!(GtwrVA%Q@kV4|g8#t{r~x
ziU0gbcT_VWXW{!KY+HCMO)iJ%mUTPNx?6X?>NoKzx1+I;K=8r%yJvpeZXoW?YIk0`
zG8mTj?_xOb4xARmzl)Ju8h2geMNs(3)ZP_0#~Ywzx*+NoUSaN|Sq(+S>sKZrEn1u^
zE#_V*s`!ez7mAV$Oirn{mx#)86Tl>q(4M%;ayG*VcVmEe<f7*tRe@%oKyc0TpRT)1
z?MYdrP%^nopo#bBPRFihTe3r)Y)ZhqLJ_%qDl{f-<l=;7ENVNL3j*im@&X_r*t2MT
zJp`ay@M>}^+f%ynPjGd+#-RvXINrG`;*1NAMZ+2dpC7uma_;V9(iX|!>15`@)h&p6
zj<-~884w75yXfOtukFE|w;<RJwAne2gs&}cjP5&p>$!Du@AS+haAq%Y=2)8au1Run
z7g&#9oHI_GP>(Nnaz+z0VsrTSPkzY=kEXaD^^>s~dki~ZJ!lZz^z2Wys(#)tZ4tUW
zsRQPP$6>Bak(h}0`G}7SQeWJHjZF}7P``)+Z%82M`TEmW9#sKB@q#Gt=q8n@T}f(F
z86&yhM0Kfm7V<cu?oKKMUJ6sihMAgD#W)h8YNbCG8g_~z5+MQ^+}UqK7!amN@5O5n
zaJAWvcw$GFo$W}bppK2a6(XxXV!3te&s$JJ-UR}tKG)>oQ6zQ*g0S9@e$^+SR=FVZ
z{I<(wAN0YNKL;O<tN=mOc5Y<{O$>pcdGn>EFuJrw)H6IT_od!04{11(hC$)2YC225
zI~cMujh-F7r`0)+7v3I0&>|HK3&~HSZs!)Adgcj>&W2~YVn+0Tfgs8YFY?Tc_!@C`
zDc+t_;kb;8B=QCj4{D1@(H2A(8C&gUjDgd;<X+rekb5WEf2}K2u{%LH3n2*_1k3Jk
zSoyA{r>89<E0?z?c4>tRA<G(=M9Ow)i$LV|(;VDHpd17Q0{s>VG=bpnHG9AQ@g-z-
z2%=8rUEvoZCt%OO7AcO)s(3DkE$>2)1cHNK_^te&SI49+Vn3)Bb;&NW@Q9(HClK_S
z)qZ;CZs)-nWf0#|?^yoQHy%3a9NecF#D68K`%S;^IXbILIuIoO5$-}-9bj*33sWy7
z5InGbRh7r{d!{WyAA<E$D!hqS(R09v)%Yk4f~%K2a^}zraHA)Px`#=qvPwuG_$uAI
zY2W|hNGphc<an*9?}9g1*T%~t20^D<k-rKNP(9Gf0gkuzxziV6kcR|<dyW`bHm3|E
zMi42F;WkuH0TjnQeg4C9i*lQuuyDc+B&P(-L!D>Ii=Aib*G%;e+yvjCNI`;oCD6x*
z;CA2=gm5vbI08Y}TR(ZUXc>+cf)t87tO)Gk?SPeJbZh#U^{Bh<mp2jZV~4)!;*)Uf
zdnBLaoUbd4zp5$9*9)Tl;*PRtEChTn1<g8rjlSwNZsn4OUX0H;qJiW5bhcii=xt&~
zm8%NFUy93PK`2;&ii?I-X+5mMtV1+QppTEh&FF-2<D`UYvUgYJz@7vJDOB@$G2Bh^
zM8NoOpy1h&vn3@5N_UOy*@aTt-i7JP9iF}L^G_e%_7?v%r)`quj1%7%-nJ0zBM@9a
ztnT?IevOw~1hF0qrz%UmJiEb3&yPz7f{0IE7yBg;%-(t2{J&T2PFX~ri*=XnT>c7?
zWP<n(_kFWV@2GV=Om;zJqtv@S0spx%d9Tt%>Pj45Ac(4{x2NxRk=!pP9lI<nwf4kG
zsPiTWMCvFKDP3K!krt_N1+Gjq2rk_7!j6YK<4FNQ#Bb{&BD~}+w5Y2kYB713TMTGv
z5eRPkp!15&x5M`*2*|bf^>_*zynx9^p!`=zAh`RDVGT$0&Q4pTd0B-7O5RD$-lhwZ
zaaFP!9~7Rn=?;XC3WC<}L7QBNtAgf6#Bt^sA4E=TO9${7^3wG02?URvJSuqiB-mtv
z2>Fxb?Dfdm$$&r`L4^DUjKe42)#-}o2F}Cd6M_i2E(hqf&OR0tY!IY4D?Xx<{5KfC
zJ@MNyYueyEDM<6OY6EdV-#aeW(-FD8^(;E|Ke%2p82yXI=z|B|+%daQJZ>dQV#;Bb
z5F&wbeQ(EQnBne5S%pNh_Jo|>2|VwP+zZ?ka$VKaYn>0th=3PF$aUJ_zb9W!lH`$>
zE^0G8`&8WO2_mfz$EM|z%NXon)I2O~Z0+vYb5F%PZ|?nlIT#=YS!51XXTU;LJgMPw
z7z7%aT0gM6xad#Mv@+RbCqwUq1cIXDPT2L}v4|oUL|WVhRUuIU&b!LTv`CgXK1rJ*
zRneF_flZOquxLU8!39|ho-cPN3?@O)`hHAyIGAP}6eMBUwCV}iYXFNV#mAveL_)v@
za#%#Yh@R0(7LgDzhtufdF!?@JiG)DV^yGzKztsg^DnTTd#gTB@C4$ifQFFm#bmT}l
zIRs&jf~ZM+CA|m6q9S0Y(jw|-7TM%*=g6{3K6>V&FY(Mmq?~_p|NHAnu$4gYz#Xfr
zj{kcStZjqX{cjykXCZ-LUawg<rI#qA_Zr0C|2*}tx@b;^eQ5#-1piFEw*2p9@dThC
z>QR>1jnEw-f#90%i-y150}>#JByu|j_|~IwCN!&sRtN+=&ZyJv?Mi*q7E$-<j&xQ!
zr>1-1UPjg<)+2X>?OG7knZ>J!1cQKeT3JMSr)_Vzaf`);5QGKAn`2=P#6W|f#j!2R
zJXR5v9|b8?kMqZ2qRd&^yTMjZFiC0hNf9tozeB_bm8q68$v@>lLLgxGHmqks)RRo|
z6zy^Z>@OBkPcg|dA|YU-J1kQC_m2#N&;+k0#8s`QZzEs=O5T&mlK0?CI0pS-rIkQa
ze4jaaV<(vMcF8_nNR`|Y*z1BqxsED<Cf=tjARZRz*D=FUVR5$i6A&{+AlP!m6R&-F
z6-vqok|9QxA7e$`UqK{uE1Rqf0zsqH(rquF3<E?E^&KV{EOQPu-}d&nYA<sHiGQJU
z3XRHFV{$T2WSC2*V*<g0V=F&=P#U|9Acf}G9x0Z}i)U-3tl3=100yqz(**3%&LX};
z^~xK!EW7U^xb_4w=CC@1I7A?5clw5$3a8acTSPs9F`^^qtMhYry<!%goT$Hfw`oP<
zOTZXuFN?MIa!M4OyL#i8Jj|9LY8=m&tMJL!4+yUk1RLcoq-Pt^Mme1wO(STJB@i@N
z`1l6{&TXHzh}sD{d|eiei-1*N7LmJkH*|IizACXBucrKJv7U!c-NZxJrwRh*h7{&1
zUzP5PUnuW8+Iy!6FGi`{p!EQ}8`dXx$|;lMj}u94c2}fb2JXJiqlpWy|8AJ+^7IM0
zYRZ{Z7(dyogiYG`$wI$Zk0#!$3)zo9@i}lxuRf=o6T2>RU&8k<t0l#JHI$!M)Yqd)
z_B(t+m^Z#vIJTil6&X`7afBMr53}VLj2dm<Npt;rhI*m@7@S8F@3*Npv8G>o7dO_e
zlQ>VD?9*o@(8RlK=yf}EQjQvnhZ_o76GGDDl5?lz9bR?A&q%uzq)=RTP7mDlez)h}
zxEmfWLHxzUsh=oPB1n8pnH~j`F%88Nh<MkcVCa|$;}Peb@uA?zbxfg}SS7KNc^)D(
zvCh>sq>;*pS7Tj<GXR3!Z+(1O`_0qR!JXIa>${};V~E(eDybdXjKA{5Q*VJD=B0$l
zgy*3&pg^)ofe^4sn675jG;YPYfClfs=Ir@r<6?__LG{x(4SWMN%P-$FNw!$-fk#L5
zIR*LglJlfqWRfiElz@3f^K0=t!HRh~Ny2Iy;m~W>>@3ry{MRXUG?O?HvaTC83iqT$
z;ku6GfkPWqt!D7o6`?V<1(%+`c5vO{H~~mWZhTz@vbS_A=IdOib~~|UxMp&TZcnbZ
zXW+-vPe<-$>BjZb6>mI~_%$TiVm1wcfGKp2ay0BzMpo?&+@kB$K2gDuUB4h!k+(T_
z;O0s`n4~ddrXxeDVOkwT5)<7C`>fbqt;Ub2W3sD9=a!?F*Fi2d`UlApP-+nT@<YGi
z>MqCQZehpW{d@j&8Vx;%evLB2xxxFqv1D4aa;RRzIoOE8d7WF-<OHnb1$TX3b;`K9
zt<vg^B#E^ao}WFx`JK;fqiB;8$q<cp>TXDvO?aW}pqt93gB7>bZ*kw#<<n|yvPBjM
z?6cx*R&NzcV)I?zPLjx?2?l&wdu(p&uTpAbl7uxK&i-6CVsA>lmn4xSo}lyOaVtk$
zkM#Qwk|b8vImH&Tz9mT_27`Mg;*%r^@AHV!l+sY@GbV8>`N~II3^{vfk95$f*TyRv
z&g_v^Ta&HWCs&1s>dPdFoiE8$P}`Fv@9*#a(L-lp0&Fn!*GUrglA#Q*uvvYZB(dD(
z08OxNN0Q{oExXd+-i#Y!Tg&N(B#GV7d3|k9srF3bVprvbYSRiHXT3eCCdBt^OgF63
zj@(KS{$NdV$4|{4s=N}#m)E?mO4mOaBqp)ldCpja;uJXRz17dIoKrI`PQPqwg+Nek
zXF;PsS3@0Cdui67`@$+|HHXLImYwBp_Vbrl+Q0j-w3?SBnReZjKWo><>!UJmwT@3)
zdQB0qhMYMk|CCac!w7ZY<VA{71t(4U;nj;~RK&ZsNxsO<d{AxeDHH&aRu3n~V&}*z
zI8#^3b;J%?lzBMenqxZ_79E~ebSs6ixZ&DRb9RpJ$15305-C*U_Oi#B#A#BFoWmS#
zTK8FnZh!riQYU~H=*V%GgD|0ASk4Eg)z3^q)5CN0Md>HDzR?fdUH@Lz<Q_+LOsij*
z#61m?Rp;;Pulxg*_&Oc>RM%Al&rYjDSRXq@cF+s=_Py#7xTCwb=~S?wafh^;jx$Z{
zqxo!zIJ6V)Tsgdck49;AB6s9iH{<d9&lz(Lv^wWSo<b`7IyxX})|vgwiTY<*IVV=Q
z1N#IAPBu#`gnv?}?(6t6XkRMeogCQ%zcGnpBk!w70_Dr4UsEc@ByPUgo`o^Rsu7EK
zUy_717D689Ryy>Sf!`gGR{t<bC;Y*Vz%l3Ty7jj0HSxG&?!kRpjL%N18O%mEUo3$*
znbbbw)~hcl3m%zxM#m#|a?w8Z%%;uP4eOFtCnv|k>D|zt{Pn0VS)OIbv5pl9%DD|%
z*YLWof1{OClCAtO>icUS*^e{eraxc*VBR^qQ&QI0wes7AjcPCX6i3$M&Kfwp(KR_J
zqLGwi9>Us`*?6$S9n2)Fi7y0#x&NG1uk%LC`ajdtQ>xa%Uj71;EF}^G!QR}ds91%h
z+BH3{$vS&w2NH|`&bpXjxGCkVBqXs*StGTATXbw>cQhtr?Ta05uClW>wWz4YBI?wL
znv($QrI%}5kdG&FedXzqOYn2lk3O+@@*7s1{?4s=@Ps|mZ1)xOt9(yZ!{p@WIibFM
z`c-=?)`d`Wb{f=&sa)qy2y9QnNj`q!2bX_P8A|95v=>{CVxia*f?CH+a(tY(=g3E!
zJrCW`?9|fphrOPaR=vR;wBkfyTf4)aY_$-4TrsQLB{iCNN~^cH6{j1r+N(>RI0g!l
zEvwpyOlG;CPpl?j0tRsPW5X2sa7S(iIC>R6CN{+(CH;~l*7jfn5~k&VB#AW%<d#OA
zo+PoC8plo8zoP%mkoz-|Bz!pmn}6(pjtwq-3uRx1BuV;gZFuon?NBPqnr&w#N%#Rf
zEK{yjjOT&QNs?HbU!C6S=$UW+nNsH^N!a0oa}n<Xh?2e_Nn%^EzBk0)#D&2MtmR8i
zlEi8iz8k_vk4TbO^MvQ<`;^K}lGtM$-->>hQbCf06%W417I_MjB$m6cJ@?AYy}ult
zRu?Bp_}&K-AT^cLm?ViE3o9uc-SU$p);#I|<kR<+dT(b+U6Lf>;$N6X(GjX3Ny6Sr
zWa@WaJn*)+zkqo%AxR<zotwr<NfJAa?{2PJc={1Xrj>ab!D$AW8WX<oM@qfRtI=&S
zcE5l2=BCYVey%hrz8{mi#;E`qu}KKPYM8>~a_ie>9<1H8aAKFbFyS_Fr>-da-0~ei
zSam_Oba2TtHNSu2sczIMh5y9#w_EFCj0Y{Ae{ayt;Iy=q!*mDJEnmOB=b9#Tk#p-G
zKQw8Fz5fI5v<Sn~N<4Vzn2DF)TP=Ec|A<K(zj$NEM!{mQ>)$n@t4_@?qt;#I_NHII
zt9RIj#$xh9AAX!{k;M+y1i#5#DXl(DlCYd$TzshkyX|u(aSX5urd5x+-+y^LB$KjG
zp?KZIh(HEBkI){2F>sJ{A_fo$My6*y)axZ|0(<WmK7a0OI7fe%9LwV7W3O6N36-5s
zoxAAbUY+{U#0(_{WZu{02;?eZS7KG}hHh;oyTEsFr*6+Es#5Xx3%^3##rrweo|n3H
zP+I+v9M|Uc=T_|XC!Psx6`a<y`K2{zTzNDu-I19XH`Vtxo<8}CS~zGNRjcYXBTGXB
z3&8*|!$~QhI&l$w)>k*Esm&@;i<63PQ53F;b@_+3<V%y}ZdFMXhIx<TAZmSDlH4&#
zj<v?s{SCFgB5CNlqn4!f1nGM^2JO2ZL#^MCY~7LDBOqsRBNb>T^VeO^eS5?UhhDX#
z4U(HmwJK9#6%GamRnZJ{cL2*Tx^!K)2?$1H#Sb0(6Sv}IP<F_m=7+y`*>W4Ur`=5A
z>@0r50~09*m)esg;q`z@Tk_<rYKe;{OrGPH^#@oF+V9+on*qs0H$JH2(&{o60oMw<
zCAY}!0bGdHxD{tNNp)j$qHK^>e<VBNkH&=<dsbo5R!Ob_d)T*r5-MGbFUrP{_}Im}
z24b~-y?Q{w?xV}nlwOW@Vgl}lZi|NAUSZx1C+$K7up@X}j>N{JvvA?1l3borH(&Ce
zO29iG_MzoW;>IN>QuAW@-z1qj{^2k5r>5}4ICA?LY<t1v`jf{skG_;Z@Xrl(+s}Cz
z3EWSnrYy@@*gCDQ;E8eLI{xO-kIZ@=*WA3XmrkqN+=}an-6qHqDR}L)VH?&ABYs_v
z(eMg43c<B#4^mb#DI^6mP(<S*U@wD%Q;*+&Sm|FTq*YxeajnR^jrL|o)n^jNb!)`&
zQ3Li&!z2kG8b3@012<o|uU{>F)ObC)*qtC-7el)Xu6w^h&IxHnPgTX1gY_TmowjcL
z9}QvMXC;Sjw+AV0q?$5`>xfSsI7Te$H}{iW1F@SmV-m-8IbfJm?LldEER#4kTBix$
z4<AYsql-yv9+`=8`ashCOvU)NX;m$`daR-O+LD86eenqvSdAo!oWh(SAI2o^>$nvx
zQz<&FS|)iUvSIF|OVQ9@A(_$=V219PA$I`QB?I!+N%F(ci6RhGTKdt)lg>n{hNRhm
z{0Ab}yfdvkb;~vnoEfdoo4v6{ZcQ3Yb&8RS4#s^Ro0M=C&e-_Y)63>TA++Job0n-Z
zvHc&mzscPVKRPt6j!SZYRT%7_Lyv26>$kb%)2aiLxUYU~)zrVMRl?e2S;K5}O18pV
zD`J!Q=mgL4iAfUiAq0Htgr4ZaByNM|J-h~<^Er3=&R&mVOG+ijVy|OlcUC7SNu(y7
ziEt{LR^5{%Y?#3Q67QJGW)ipX<wR!Q7Khc_lS!Q1OE`oL9#y@V#O=d;B159plws%1
zd1i~gZ2F#bd^-YvaB!AhCIswT0XBje5<ukP$Z{aBS~;NvYyy_#M;r2(d}%X|Kv3_{
z$JTvb&@>%<-DvMMx0G#>R(*NAZU*Yro_X!X|KKb?`{Ev}Pq?BzB|x2kZex3r+bjRN
z_O(d|*Mr}N6YybP(jEat<wTG#Bw*=PSo7}6`=`T4+%NeV_M9e1P$|>mL~!VFAGL1$
zD6Bi4b_~5gcjQ7}zNiuo-a4{HI@tdGrPseY`P8&BiKT8V>^(ji*)W@)I=B30gchF3
zt+;6)fAuZ9cQ(eRylcoi=Ttfy&Wy=CT-S<yWkQk*)HKXpY-{IwdI+-PuiuwahqH2W
zQ_YqL96qAR!0Bs=)6vD=2@SI$zyFrYzOUZ_bH}@L%d|S1hwk+1U5CF{`rLAG=#{&<
z=J5;X_e)Dgl{35V*uSlI)`!qAbG{gO$UPHIMxHqj9i!utH^F%|X3sqL*AD66((gyF
zY+D{AUhtp9b34bz3~t4-k$Hss&QJdMsBxRuF<<BMaNQU2s~}L0kN>pkg3J428#tdy
zoHTZwcV~m=)?&ERZaQ=MgA4G{8<Mian;iU8)^50vTPdP1B4En#?N0@NjTtce!=0^3
zt-eE?){|khu$vg`ACe;|$Tud*-IrQsusYtAQX_c)j>Jj>o31d+Mlp$#Z+i$^c*J>w
z{<)|P9Ap?eWXiR|mORw`wyIwZ`DQq-9z$-$4P9>bg0nt<;<=r3Thf=7FIViB+Fh3Q
z2>eEQ+@h0pzD|a#dH1gNt?O2}KCQ+kzs}xUv;Ttbt&?BJHZUx=i$Bd7JE$e<`>Ev6
z#Y{GqNHz`q)8e_#<)g7o+4;DKY}BpAlUwg9Z^S<m`L-mv<0Ic|edYqb;=v0y(bSYz
zx)Ks)sMu=WLDN<bZ!4_+oqpXAUx>^|0(bCK{zN!kaR*Dz-FSM{QIPACmVfuspvvE+
zrE-#+ZEG>kYrEpd`&yn%{CFKra<%j;lAc^YuVp85*iEIC>zYen-I%-iF5H*H6oH5p
z(YOfMo8jQ2snf@;e`*G<{HkaYJ#+##dB7sFhdA!>(FYat`c!Ry^I3%jiQ=&Jy;v9>
z3WS=St#gJ`Au@F^S;hoRFd;6C<mRYQeS>Mkpi7{MPgY0BKibq`h!0VlqP2sQXUyw7
zdrk{Pnw)^YkF7OZUXSe>lyEXn0J&tN*)R3pR5Tj-5jD1Td}7BE-1dBppa`_0<Ky&|
zg(wgcNDk}kP`<U)#m&l+B=8c19B<iu<><Lx>cn}aw({V0=skg;!i%-~Uzd;d$bQ`F
z82m#-Q%<?qHhc7x1C!dtBrd{x^&M4@dwvOgK7#mf4D)KfT?$IwZWAX+QdnGA=w5Q=
zL{({)s4OBOkRj)K4oj44#a?p?5}Ut$jf)qT5jlBzIm7dEskH7h5O)pincO0Us-B+T
zkoFf1g88YjBVS9yoDgJDSw*jrhM&<ATf*#0e#KM?Q=Urdqi1<gYD?%;V3>d;`Ai|7
znNstZ#O-X%-3Nuc52n;ZOyX=Sw%wl+SH)9!X^~myOdjEwsVDI|YWuK7=_)mQad@g0
zFCb?(cw>oAKnd%0#Arpl-v_DIAb7t_!`qJAhBvwdDU={47d7gS=p_B=;jdu32Eh?u
zwR&prLfkeB0)9V0lh=x-r#2=E{BDjvG_Z-w7Ey14F2j^WW>BgX&PS(;fH_Cv&Oz=3
zR37vDUPzB3U=!Iaf^nTr<D#RdjH?CV1dQ;**(6>kA*bvQA@59|M8MemxF?kh)A&62
zF{xH>j>sP~F4XHl=_G3c!EYb8JL&7YkbWRY;Ube<r_0D;&WJ@N(Esc1N9N|`j2};;
z;4OkV^6_&JBzkpn*J8dzXyRR#AbBH0-JKI+jx)j0QIJA)7q}1;0?8n7c>-;j32y0%
z3&&g=!<TbsQk3kasUZHdyYh=U>Tbi+8ocPT(H}ei<l4~QAI3kuQSn-DWH@n5zK+P;
zggI0MOcW2&5qQ6%bOf_cmOvBlu|e@Y=Hi8Fnq1n{_%eRbr_V0mTGR_cC4DCzJ!wrZ
zY(u7|RS7h){?s~J^eix8KNA1WpKY2od)%;eu=1vV%5-bE7j3?-7hp&ZC*E<6E>rb^
z)80Y?=;)Up{AT@<AJfVd!Md182n5w@cU<&T=d;s6)*FL5&dNcgin$qglgyWjD1v`=
z(T`uA+OtAp(=D$@79MgK7B+z(c)Q}0_g{1lc8ei(|M$+J=VD~fXu%1eA<ai1_^8zd
zb$=S%Cv6dx&En^#oC9!*#HuVx`3V3VIfAHOL7*`Pmcys%0^R6`1loBQSaYwET?A&z
zSmu~3Ik2Srg%^F^2`6+x)NN=Ft+b-aBw(~tbh~<hN!;Zfd-!mBDTut*dKy?B5(t|1
z9e(atXJ7#eqAt*5QP`16Y2b{P>(|`eeZjTxSx!rCdQzauRjM-OHP=%s1dNCy7>{Lr
zI~B&<fdPl_5~CjH7TqnOb(;$!<Qpl5^{FJe=w7RYm3dFp?cJWOjY&F=hNn$1Q-s!S
z(tP&7F2L&N)07`1$Mg8K%;VE!U))Qa?L`~Ki<oyzSP^wWz(m$Y$kn$@;*1BDwO2&e
zUP-ArJf|(G6#{0n+$i?N#+2eGXZVqfPPE@y7rG#7HqWW+$m18-tHW|mp<VML*7(lF
zDR#Uy=w)>}arDd)zjQlWxQ|F})JIZ&+zMM6%Oyu)c}kh2-cG~-0)_z*0}EWIq~35f
z4Sf{MZE&65e$~ME0l_c!_k&+MKn#*BA|YU&+(V}#YpRG_abL$<-eTDn7pK%R&C-bV
z!(WHDrUX%oSW2CVZ%>DUsHb^iToQq=8;Z%%i1H|4A#q>Ctwc`&UTUGYiK{M2x28WC
z-nr6~Bbp3Ie^{TEY5mHY)7ivn0){m>V=|APP01TY?!4;@iP?nRYba95!j`m%ZBZGr
zfULz8<mC^~$<wFRx>$RPKwww8Ab9EqgN=!Z&rr_>VTMi>5ka-9p**>6T6~hb%OyJU
zr^OVJcZ<<KVa(_C`V;Y)fIV1PMAmC^EYa=b{p7mfu|!Go`HPCEBLaQ}6m=Ibosv2-
zK8_?wly&B+xg?UD%-oF(_g{;}=$ry$35TaaWHktCS6}|dyOX-7ErMKGd@{tsrKsB&
z8$nb#O%m$k1p%X65MRry3AZp0GsytbSp<R?Cb#Y$T!+nG5H*)c$oU!)Fu~k#@N-l*
z-0{npWDYGh0)YfnSp-W_m(b8!|4|GK>HSwjM`{q1UH#EZx6FjwSrGMvCW%-WEcB5L
z3!8*KZf~dkZCR4s7ngmY1HW2fsBE)%d$1TJE$B-L1X;&C_t#z3VdV*;&P-0UuOco^
zlK9KWtM_fMVg&)ev_VpazV6YaiQ{j9+xY98>f%tO=OrfT`IPF!z9mP(?rzjH5JWwj
zY{j}~1W_}=mlzw_Ojs&r!cv=wlSP~+V6vnhPgw+CcMsZ8Tj=YSv*A$!xmY_z)FJ^B
zh#s>|cwCOe-@G1Xl5A>)fZJ<jb5RSEtuPzk6gIw@Qjar<8?Mg)W8qAtuOnc07>lUx
z=>GspeG|)()3w$$F9_JEYtU+5(gWwQiSbpl37B<5_ji&_$*=Q;_Y59aD`F#o40_kI
zYW(F$#|sSCO@_C?CEUn$<gc|OlVkA?NZ?T|e3P05_Na4`zD1t_o>k$MLRTjpuv29o
zZY_z^-XkIYqBfp5XOM|a=#0Y}Y}Gg+@iVtgg<a?8@D*R*<gEL$vx-039bvq>6X5jU
zXeV4rrf)AEmt%m}X>3DO4az|r@BkKV32%`hl-+jO_{EKoclY!7`}VJ|)?F8W({-IX
z)3Q2}=*#IMMqJ5AVv%et2Zp1`cRBKKA@Go@c?6>d&3kY6g$>iep)Vgi_`v{|Wp#9m
zk*6Cu3>hH{f}lm(!@`5;1I+-OaC#yR@-|o=;Y2d-m^|!8|FjZ7@a(j_rzbst`dF`Y
zICDvhr3f_hN^shu->jd%pd(#%;_w^PVvnRO%RPfR)UG0OT>y?sX32PqXw?$%S8Z%U
z_SGximlJBwk@Lp#ntMlffOp_IT9Vwc{Oza|Z$~9CQ2ouV%%?FE$e{MUcb2^s9s4YG
zBPJhmR^_bHr8EdWn>=aclH;#P2cveY%T^7(0*)Ea;F0_fmk46sIzeOR%G=*37UDM;
zImgn35eP~@x1e{y1Y8&hqT1^<6(QjWHrPReh-LLFdI|}cA;3Q4K_PtGt0(Vk(!uoA
zQQIezu--v^Xlv>LCU+NAQYXU{eRvzG$2{~CAzC4UK<DVyz=9G4(zgihsMZ7)>lVXh
zRY6W5==)Iivt^I!mbQrUN&}0Z$T^H2<yQX2N(~7Fy<ePIwc@T?X^W^2nB=(zAR!QZ
ze@B(qxBZ0#PeJ^LUygoj*^kwB4NeDwsPgzC%-t^fIs(D$FDJGB<}oCn2qM+&$Y01#
zLtg@x>#;<R|GuSgr0z&BNM4oR#Hd=VmrkRPCSVSl2zub7XWg{iO_8Dx2?UE9-?FCO
zm96pAv_Z@p(cur!92%G_Oaz1QU1rm?c_TX9O&?7lsJM0I;`g6|Gzy|l=HYh1ABuo|
z@z5e_y%vnfoq*J>vjyxR7+NtO2llAi{B^I;Dj{I*wUKMc7u<-vI!<>Q{z@bSOri@G
z6318R+ymX>caatg@UKDwh6-LqCPymk@w&x`lZu0e5Njid>cJ!vNYfH9&mI0C7nMJx
zR5K=V#R~nav=&SPO=n)q^i-uVLthXXW>BbqNFd-k17L<ALjE}#mLg?I4H`YVnp<fX
zz2obKc05LREWlv(e}N#rU*6kl)SEo*&dBf#G36b=JXNh8;Z`WpOs5WHu+XdN;f7-l
z2agB@gDa%hKc7DkJTi!Sgk{Pd<F0@4{SC9mB6dU&b&l>R{2X2;4TAT7%WZJfdQ{#O
z#6JwOpA4-Cg2~Viot{BrS4Qtu`q5Jj0-J9vh`jz&gJg<;t&L_8btLb2?(S85Q|{zY
zCrM%h4Fpl!H3QTkpwz&W!9%8*WQ3@%nMdJ~U;u&OhF4q9tiKo6F@mTw`HKd^xfBuz
zey#h%!qq3?enJox@K{`>Ew6SOc+?9-;XNd<DoLJO=YrG9OhGoDAmYt;S5E#eU=GjD
z1((V1M~7#A0B$aK>fFtq7RDGgc}JSZ`AqJd|DNSy$iw<1rH?SVGmBY)&k@ht9OO>1
zP?yl6+L$D<QTT$WqGU(DiEgg{htp>eFt-J7$+f{-DZg5loP6y{!`EFy`sWJzy7#$L
zv=uXRB3=a{{~wWWVe%{@Ct$9Hq6*1eDZ&IW6$#}mYXgVWN8Cy)A|a6Ba_K`R$tDs4
z#+Z%znE%Y&O4Ms^EKn+Xs|aM^m$5)ywK+*gGP@ZrcgrN*DxL&@N0*cXODPFkm1A;Z
z5A%q%U?hwK<g<u!J&mghlg}e^0)`nch<v?}Qni?56-_$<yU|)i3bwm#fX5hR#*y5L
z6CU55>A@t<EM(;rd0$R7!w_L;y5WjWa%C&M$9?^s;!W;I*CHig!@Vt{+Uw~J%Mf1)
z7_$?`3frI6)2cdDEXGoe)GYy<c5e}h$kHcD0`{`qBJ$9%BeCIDf~ci>xFNZ$HHZ|f
zFqJFRvrOU)$~7BXPUu)4Mu{M54U@QQR}OYZ>VY5-41J)yw;H|(A4Fg06pzowPMQHB
zMbT>z*hFkW(BeD9o~ucA-eqzM^y1gkRQ~0!WlzHqRS@+vpX!rKGpg;3`(KwECJ?X&
zi&Rb(_rJUJ;3e>$++DtxQXScuRfLa>o>rp^d^M9eyTzC3fAPWx*J}?q6ORZ4Q|A8l
zNsInC#|TnfeXyujqmvmX!!2qaON0cR-cNnp44~#Pc_;ch0#^B2MDD*Fr+wd7x8xNW
zcN)2KPy;kcNKg4{5Hx7=%D(Gs!gVi*8p|X%(%=ZVP-hOVMp*z;MfOz)s3KqsP+0_D
z*OfkO7RgZ|kIPAbEf6J$x{OKO9g(<~jfeOp<Oef}yWWr-R#RXDcNdo?J7OMvAUAp+
zq|{YR;wA>%*8c^9s25p|+*p{6Q4M=Va=5(rzAE?LC?GgrlY}{7fChmIA2{Us-*MF<
z$fB~U2l42C#G?n8{8ZvP0TT^|0CUNlQ*R!4=qs2c8{fj)peJ_f^#ix^JdcI;oREOY
zCO~8-rxhTx_(^WX@rccaNcldsE=j^ZgO?-qA(th`;tzLuvK3Yhk?<6V8nH1XH@te0
z$=xdPm%u6}d51Pr0ybB|B5Ea*IQg~(2n10dGD%Y`Bt^goA!@nETLNki`{T3`Nx&AJ
zvWPm8TXAg6VBIr`TRfgjg8?Kl>U&y_+nC(dS+!+o1o0oE&csrEO`c7X*-URkkxGL8
zsn$4@lQBe*yE*l1(*5gCwfBm#H+M15-9Ep#rM*cH3*^CU3MHjLNDYFEk3Z%3o)4f1
zq97;;4H3wosiR7Ba}`Zef>2=!v?Ex1Fsibl=_;_=WL81s0eKy=O(5W3Q0zevRh?TI
zOkzsFB+eo>T!O^W=?0p2Dmg1h{~}uX1nlw9BFbDzPo{rEz>1+o;`}WkcrQd9N8;>Z
zP?Z`4>sKtDUGoPNq7|f2oeJpzXC2#E&LUejzF-&4%@j1F8iNmTu`Pztp+V5^&1ToO
zDT4%GLHvhO>=q!1U&q?Bg3zgUg7+cLQY;k4=-B3+1tkU~i#SWbKU&1trY@j~D<4ik
za%tH4$TE00^n%wHzW(r)>EQIP*PSu<oU7nazDi3}csYikL2$>1%m4T3t#~tD5P7iZ
z)$>6@AgG^p|5LvP=cX+ph01lx2mu=mW)XEc*c<aXbE+FwfFS-u9gW)kmcOt$5=jIR
z2kC|VF%|+r{b6$-|Fk6>q=NX5Ctdd7#(P%3kEm@y#6fy2=2;Oi*&YavmRd9N+=q*g
z;^~N7>tgoEv!^-`=m>z>YeQ;^fQ{a>h&l=#fdSu=m=OqGT3of}rmgT53gY`PZ92Ok
zswsDrO)@|r!wJ;*2VG@qzM6}^kLfx8<Zj=bh1R3e8h7L_idhFn&Si!H;l*U8_t0M#
z3EuR`#Z~8yasE!dgr)IX;t>IRt6>pzO8Sl8JzK;qb>ueNR}dlpg(k*4xZ=od6)iy&
zyYO^rcCODZCDUB(G<M-dzLb?o<dm#_WM=$;KNJBI#eh;ha$TmT=`Ym}67Z`8vY*>(
z$7-0?yJ0PSt_H!BnWLV#?ok|ix<7pJC#MfOo|2}tmv1Rpr6|7uA~=M;lz_d6wTSwI
zNd^%K0s97!MbvMaBwR}~K)^(O?MqoiwhXr)u*(%^Btc9@PB;uPP8yh_WFt9KqU>7@
zmM`Z{^cI-<g~yUbk;(*uRy$5;ylZ7!WRM#K3?LVtDxfdw%lvAFe-#o49;#O6uDmZ$
zzflk&KY~`zxlFzlC)SWaFt*dmPW|q0m9~f>XKz|Qlm9@UM8G(O;Fe`KQIoV9qe;|N
z_*DZN1!@sBkV*8*Cj<hUNh*jsi#wV^(@r4h_FS2YzwW_#T+&5M?fGyoC^fK!C(M_o
zkgWxdl)UAsA9yS}hmU}D^;$&bu*H={{377*IO0}uK1^Qt(KE_@+)5pMj3Qt?7#2~-
z@mMxt+7tm>R?Z^oR$ehKoWQ%bS5?_fu!Mw{Krm?A?fH2vQ7%{z^#qUQDH0e0HuBFR
zn04*S(6#bRxU+My*b-HOsO8+Ei-_i<<ZJQ-$!jU~8k1a3Uq`^4rQetE-S_D}TzC2t
z$xb(BhP$v}md+8!8XUJ>nZ!MgEisukO4Imt)D6@r0b5nsBF3+yW)lekGrd^Jtkd4J
z;~IhmqK<_GK&D*Wym!|kpD}{S&1Ym;;o;AiDxZPK&&OEbHvxY_0!H#sl7|Z|=t?4*
zF*()IVskye5yuj@7`2c+#}XGqh5iym_2y0wBPk(};jyp2EJ%(-ZfD#zO)ovC;X+!b
z1cE+GPni41`!JjY0W);r?J=}Jj^-9yt^zrMVE5`~N1oPc1X7O;BIHvYIoIsoObgF<
zRxZ^odIn>W#5y1WV?C3!BVi|yLECUpd^nGoLBN!x!&MTek?bWAD2E?Z^gSh~wOLT2
z=POgsvlUG{feaSPrFsS;L(gQ7>+rEO>5Szp>`6h2PWwmfDM^w<W$jxqfb1`tFaklv
zE!%(UeGHz#5d>e_oWArl>U1HWnU~UM5XdkCX+Gi7>?<t-lC5piw$;g+B%F=DH3)1G
zCqYy(zOv}hQ`}KWEbYuJEs=y<xs*PUfYEr7XS&6m=DYx&i3T2NciIyqQ`5Oc=Lqwq
z;X@wRlO)sxtc_q1W!xanui#ypnU|o#96IC?2pSxD&<yn#Ue*)DyaW}Jvr7XL$^w&v
zV_INxbkbu955>1@U<*80M6K6f6b{7XYhY?9A);aKFZV5K^dce}PT*GlpjHUj6gP`V
znyL$q^PMT?-CalGyBUu?prZnlp}ixQ(y7(tjV2`^Dn~=hX$4-=DrueBjUHKRu`}kr
z5;FPn@{z%;a|qreVIdF<+SPyCv>tHs3R382iSho4Q=cGe5LOsAo|d#037Gve>f`gm
z>AgG1*tk_Qj0R`pcj{mk-vtOdytwnRUVVq9gM&Ifmj7alQ97s(KX4MRI+p0mg%qu%
zL2&50m1|zSybE#!uPdlO^ahmpdw>PQU8MAG_vobO>Ya!XAcLrpT9bv3k?ar%E**1A
zwfA>bK{*nGU`q9VrwjL)9W<LpLGx;Idf?pUij*j|(Heh^alK16GJ#-h%eMxdwe56R
zu?A6B^Q=2j<HHfG4?*Ir`HFV7^5I16xEcg~`rJEgXYZcrplzKqMs<GqRJaZJn4l=q
zNduELgc~7FA1afUZzWS8BoG{Y?c71nZ%4S3Aacj$jIm#?+H}eHSvV5&8*m8U|3+`K
zk<*rcOfb8g6MWV}(F2*s0&lg&S+J5e&hn}zF`hth!_vFXFC2nGM~_z?F!<x$cWUVv
zNMD~rpq8G6$SApD(c4Is(#55IqFq#z*Ma~kaD(L8c`2>a{+Dp*%oV?3UXA^pMI#{K
zrrvttpM$N4RxY3x2?U!yxckzxYob{7-BZ{9_Q4l-qRI*@Xx9pJ4>kg8q(>4D1C@}H
zoUbUfGQ5|hf<Q3%ih_=#=VAL4q)-k(6hz9Ar0k%L?l9f~$iHMC#Eaw<XrhpSc`mAj
zyc>mTJB`^Q(0*nD=E1V<@?aUB4Y->HhfFxGR_5<bd{G;DeTvP=h>JsY<gu)!Wlz8y
zlu^o&@1PH%Gq_%`zmw%|jtfaqj5r!4G2cyzZ^KqXN0`_oNko&!q;;SF{El@$k5l2;
z@s!-`hP1fe(^YQWgTk1C6#5Tn$xoIh-eC#;Sd}|Yr>?Ii!6jgWCoDn_jo(=g3?-c^
zEOYn&UQmlfskr-OZz|EEzIf2*>aSSni)aJ{jD3&vUa2D%|C$omr}8I^)e*(+c*~k&
zgCvY>aJlFu(8M}a6-lVdhqdvC2FB}+fb#r?hkc%2pA7|j4+h@6+;>0HM{KQvk6_gZ
zb4C!=9Xy1XI0@%#EqtdSk}q9I`wf9$$~D*jy1xN3umv#@X^}&n+=QC#cN1!N=#Ijc
z)CvJ}Zw`;dq&*`S)Lz|*7J;78pJ_(#rq7EW6K$<IL6nJ;avbxcczI)E&knhF43qE}
zgsuL$34B3E&LiOGAQV%RA!5$Rm46EwIstRLUP`XnQFzdM@zfJQbqOCA+%n^3Jx30^
zb7%+9#@c++j(o)sS(P5SGU*e}0m~{o8q#8JyIh=szw>!Xq0Bv~WI_JF+O97|t0Ia^
zp=n!@Z4|6hJ|wQIeYm@=NmLt=qOE_n+Imp*a`%4syL;X5&o=j4ch{@tLrY*}R6f*0
zAW<O*+CvW!B7{j`L|73mE!c_?C1oKJB~s_i+%t3MJ9lr(k}u<7zvKPQoH;Xd=FH4F
zwr;lJMry7&h0?$x82PsOh8<1a-9hWmN3Xp4<v8eOvcog;lL`m{`3sam0l9a+fd2|z
z(+S$5Qh|o=FS+2Zd!#$?K3I8v{Ny-<_foxQ%>Khm_r<R?UwJejf<IN!>m(6&<(t*A
zZ5$_Bm+4+4&OLIvo_`zEj5%5uzxDmUbLPEWu8^j#X)(K85{vU{#OCnWcsw|e6IO-_
zuJ`<KD0~MD>_J?UpTgY=7QvR^zM9&z7S?1UVzEt%ITaj81$>7v(L|u53py)2f#VyC
zVA17st@oUOqZuMVYVh|t;ZD?DWxa&xr<6sYLKA}BK?Kj|rqugm8VztY>}zSgq;9w9
ztTIH*NEX5``)-sai({1^_kT369Za@_$dJXzGfS7gdHNslcO?XuMN3oP?VEmq%MwJ8
zEUG9AW%#9JapmBGpB6j>cXWuDl`P)td3R!}4{nSRVatM_H%q<ngb&&5oMiFGRp0EG
zR&3t7{qmMB$Y`4o6n-R+$42E_J&77dX+(3@ysvue!pUFn?GA{5e6FBGFe~Kn*ob^(
zCd87c?e;ORpp4F;LUgFq0Py012psHEZSlBEz>5pi@+aXh)9_p1;x*)-D<Ai$7e3yB
z*2yXVP<L>4&DiSR@k1~Zst7K5JoY!=P~Vi@@($3!@smSucNO}(gYQS1UYPoQZ^Ji{
zk@HyJ%!nW+h2)R=Ub<t9Dp0~Jo%u?)BZtSvT*h8tNleJAIO=#cOt0uy-HMD{)`s%N
zBB-`s*!xK{7@kDL;t0wk{Sb+M(mXaUpMWbc?+&=-Lb>J^aRN@gSUT9U{nGk*ufq;K
zAu{mjC(UEyEn@AA#vqR0a4~E!s`b8#h?wVXRdZm<iU;*PhwH4olG=HT92;g)Wfp;5
zHNI8Ds`;ay6IM$#9Q@`}RH@{V+F`I+J+&0&@YryznUa9CqD8;t4nsE0s#hyQ!cQBR
zxesHCeQSUjj}6RK4ciI8!uN(n6xOQcu%f!dn3K%kmhtS5@z}Ur)ezSK;F3_Por-V3
z-WJ4kP=5$J7z=%*q6s<>H`QjR@Sq{`zO_8CoDZ`Y%$~;DQyOxH7S%HioB3%a2bp(^
zwUKBSWIzS+VUHQJbx-i&vm1&qNQsCkmyzkQVDUuHf)Q|r5FuFXmGu*!9sl$QEQ3VY
z!d;xHO|Vt<RkGM`aKgqSfq)Bt3hNrEZW4-X9cZw?BIs|KT7Pvngu5n!EYv%Y1&fT=
znV+Mfo4ym2?-I&*bn1A~t^zE%MR@}$HQe^UbnUN&EtB*fYZB^w5-rp8mY(t00^)s_
zpao$BLUM|sTlPIU2|WRGsK7#>>uDmUB!M|RHtwp2lYGU?ieZGoCm~02X~{CD91V$D
zsn81r%<W>D%*je2Q=6;U{yI-j3`wW`(SoD?NyYgydwrG61e`xa#B}7G!(+qpRKON2
z=0=9e%Xgx1H!fMJo@A$P86j^Nj}3l5Q*{Ooq8;)@J@n-c;y&z8Ecn4$209bDjb70G
z2{+}3hl-(>q>N8QzR9h716FSuM@-w+JI~%6fJ>K%SiG#9YB@YM{7MZEx#}elDw7gG
zFNBhT;ckIHh;7Frm_IRa>G9<-fe;ak1C8K)-#vG2TQi)^5Fu8;f3=30PVq;CUB5P6
zKe(ltsQUD^!xId3jIr+6V{cuYfEQ^*#Nwc;T@H^8%}4lfHAFQmx^=fut%-_TX8Nf1
z?C@BQh*<pDXgAPLn#acFc7qc|<wAY5-cjq{iRynCI{}L%nHP9MRM?(5((8Q@4Z2fM
zh#epgkaiBg4b6wY0}+J=%3;6Eiw@OrD#b2)1olvtIU-_;24}_z{iJVK*|1#F3>Hkt
zb{kiDQc{<@GjJJ?jk}zU{4Cs#jt6XHwGO2s(qtero>?Jxt+tVsMU;v=mx0W9W`o?h
zrlHMj4$VMjJhMUWYVY{p+q_~%{oLuWo@N$kMynZ*-Rc=*H}*C26lP#Ep4nlu-e%vu
ze%RNezqvV)HLeGJr@dp1t!x?luq3plnamiEE%X_KcU*@a&+t1%;Dhw*xE~v+MfGIU
zpR%Cnv{FAFLZ{3hxP<iJYI>t`o15k{e!KY@J}9p~HsnWz-Ypw8_pN;z1#Ygds7zDf
zgCZgpLb;vIjz=xwaN&svN@il#HJ$yO2yt3{We}G^ERx`_;Cxac?C-XN?q<9Yagus(
z1joh3uwS@h4C`*{r4t$u5mPR+93ER*8UC{b6;0h*2?2k=ZoopPcGpBKZc@!OCoKG&
z<|?!vi~#Awz(Pls)dUI4$n!t8T72tG!s;IrzO1!T7-j&Yg58CUl8>fdY&4G;|Eg90
E0+QuL4gdfE

literal 0
HcmV?d00001

diff --git a/stats/output_convert_1.png b/stats/output_convert_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..aafe10282a9aef749f071daab8ea33ae43a3f3f2
GIT binary patch
literal 376505
zcmb5WbzGBQ*grn(LJUffFi;wil95VDH%KexXn_qB7+`?XN_WaePhfNzgwip(R2(oy
zH=}-M2A}77zJL90U&t7{&wb)L@9TZNuj>$?p{782is2Ll0-;pAFRKNCoGgbxPD4%{
z1MiG~A58_{j+rYf$U^qX|59tv5fBI~L{avx&eO!%QFpJNwY`R=h)^tn*MTGB%%HOL
zW%j_+bZ6^7$sLiy|NKa--ZQ2v`}w)%xT7Y<)9JkC<u~@0GRl`m9iZKDJA3RuqQj%H
zswBms{*|TgrCaS0g7~Wv)l#%EE%*!I(f{M3xKR)PA3u^`il==ick{pN#C__K|9&FB
zqTpyfxa;HCZGqDzFwIH=JtUs+{iP>656`Du3jud(o38FNQa2B^o~At6^{t6g=K;IG
z9dPq^iJ%s|OWawCzikfm1YcU14iTY^3#CYnL#c>9P?wVE%C&ervROO!)TuD#BE|DZ
z^8(uNnWdL1P2eW!b3alP{@yGN$;rwRW}=WjEr|ClPY+*k$FiJNh$5T-zdv#N|LJ$Y
z3&y`U{`tnrs`=#b|9a=h^;3@j>kVID*-w;z-x)ezg)E(2A4FNqvUT3>ZR_crYOBy2
zbwK!RnVY$~l>CC`?+UG~d+&Xvfh}}QesGE{X~IOC=4MU_;Td?^h<3Hj7hxTzL2D;;
z9-$5%Z1{Rq(#YAlKQ8pgJA!dYjWEx*K8=d}J)zOz_$rKOg-YEdOk$m~n7V&z66v^7
z=09JC;m%Jgmb{43wJ;1vb4(o@S^;Y&z1?s`<ZoADUxq&a%6^C^Uby5Z7+a6!Ut|Wq
z@#Q#}l2l3;J_!P^Tt$#0B{I*my*9eR-ri?-4zaPowNTq`*Detso}U&RVp3K(VOaIH
z5633X=s{I3<*{8|Q}bB4)|;nmKr3%-_OxED;UQej`)stLX>zof!)zgXyS!|U>m_<(
zW9>2{v^33Cg6GH3gIbjFW3wqiHcy#n@!Q7L62b)?ZIT8*X+f`GoYCw@|Mc5exZdPz
zwpqb4w%%&@kg?1*!_XM6Ni_~OnVmSLs^^pv!B_muBS~d(eUFmIeP*(aI2id;-?i>+
zTTM#YhNDubv`*dAUt^Pd)f~#o!aAmQvrxoBZ+Is6Xl6DlaXiwqU#bt;fi!8_El=~J
zOd9S)Ff@1LrU-4s-pDENVzkrlB<RWJ#f$$;J~iY?j7z*0e7S6L?2Go@j`5Afjc2u!
zL^h4l>I!S^`6`SB5-H_$w0lEQyO-xm1<STej@~ZO)4XT^7rvZ~aVcAcjwOyW7#L}(
zz+=9Xhv{Q+V20T9^WTi;JCONl_jFU$%57VAbRAb>q>*7qYzvUtMoP;HU3req*(E{t
z$v1l9%H40}nu!nh69*Ef+I}xJ_Qrv^cKQoq^ByY;>1CZlrRy4<3&xj{l%F4aA>Bs9
zuEHaCi96!QArp(1w|#h<fbK>OdtiRPC%HArAVt0$-g;(t_wmlfvY#wLn`?cD8lE|g
z!|0|?o;osz;Anp6UE9_+uUg??rrduBe0=ZY|1h;`9+_UgFVEub@ismdQzg;<(bf*O
z!cHv~AvJ1ai3{0J2Rexc?kQ-D%<k@<*KUGQY~KFb(mF#eJ4|?;8O9wG;F5*uO=`tw
zr%ukj;!|&`>R7^JDy;4}-QMh}jb2+7HnZqoveNwEm`oasUpAiMQ!tV;+qED=$VG16
zm=-JO5%L(o^-#SBRg>*LZek9V|9E;mz#3L{L*<UN>!iy1%z#aQZHBv)!Q_;z^uySd
zMOjsPkyiK_aMzLZ2Nw9d74XjW|K3Rrv9W)qYNlRo*X9{l&O-jgNA81p_f3^c`&QiN
zWn#E(_p$#n`L{!K|J_XfncUos@_&HWdB$yfRvsN7gpEXPCz7^_W-T@2J#MJjw3=cv
zVoa1viii*gfRTc?*Bj@_2KmvQ{lEKVDWm#lZ1Z9#v)}i1?je(oV?~mitte^Q8N}So
z`j;kM$xqyCx{yi!PQC=6^C?+J;vlZ<XmTe$`5o9FM71-~C7w^oS;gsatAz&{9Xm-6
z(y7UJkuRAUUW8#;H7%X{=sYrV$TynY!);fm)3)<gDhV!U$)6d|IB*!gEJDK1^5@q{
zO+whPpNyS?Yv=+Yt5ZfYQ<`36xHF_ujwD+T`8s!fM6Rsz;uu7*y`N3cy(@qI)o<|H
zlR3a!h?I@JhmoD>Vd)k@tC`=>J)VB>FljCe62tGN#!d<_{eA)d^DX^6Y-5)kO}_>=
z-6i%)gk?LzFycIvhVGSyqc(OSOjQ`-(@N9bmDm}wo7-eL`VTT8@t?Fm<?WR=D#6BR
zf5f{oclHVCap%@yIGQ{>&ol^wPp7VZkmdOIq~G8Fe|nHV_nv$ES>^b@W?1P5=89?P
z+>?M~@w5*Msw(JmWq^W(bY9rN*6bk|S|C`qKj?2gDAGD);c1+bz$k%Ev)Di|ZFs8>
z6V1?tWFv;ehyAy%+ZtsfrI^nK7Q;0)p&}_&LU4)H{A?q~Vf`O@g>z%3O$i;N43)oq
zLbOEyU?_htEMsIRc<KB7-oYyP${%TlV;fzb8bWDc%7?6=h8CjYJV|8WNX7qWE4~oz
zvJbQ;@KDx)UY_J<Mv=Kj4^F>wAumj)>3?pP71GO7+M6^czeEX(Cu#S`-=-``TVbyy
z8)p7%Hl=^N<iv&fbVlXyLt`t5lWit&3q^7tQxO^m{+iVnv~uiYFiHhUHm&bQ2d?eo
zhwkoEHMbt8?HLy7x_MR*$g~4o6xaTvEwF{6qM)@DBPm@=%kp%4JwGFvsN`fPD6RM+
zRuDEyutlKrh1_Oq3nmC2YaJFjj6+=N$}jtp3iRBE3@w`GiO}Q%{e5v%CAq(QkDV)w
zd3&z>ehTPijq{xxto@cS&mNbIa*RX&XEPC7JL|N(zFV1y5dEge2fOPn);;`%%Bg%8
z8K$>}GEQDR+nFdDQ3G`wDp{BwRgc~h)m%KiYIX0hgjwqUL8=2F@lDay7b_txBpL4L
z`|lZsXIEEi$;lZBdBOCVZi%bXsY&P@5A~8Zsk{zret#ITi)bPiwT$&Sp<e!B9`y1D
zOYCL;rSbCaTE8BTX?S*P>mffsKUimKI|IMCDmq12hY2b>hiH!o+n0HH9HE8A-8mdk
z$Ty#P_pq~)Vd~@|ueKUN7^|A%X`C^b0cj)YgLVx+65uxY945m};*H&<$NrqnxwtC#
zqO+H~O!SSt-*;Euc#25kZ(3b()xzqeMt?mdME9NQx#89Sx25>h%AssF<ucnJn1m8b
z8&pni5`%bo@mZE$W$g|Y4kOEQ!W-C80IU+s{XB6(rI>ksN(ZOu>c(}7x#!3)dE~dF
zwk*tccU1?;Tkn4Ws`RyHuAGvm&i>w}<%(STj{5iC$bIog5f(MKZ5lH(XqcI8p;ry#
z&@S<wMi$#MlIxR|2o{l2Dj1bG55>&bWEe7eo-ij#Ui@0QgQ3qDlt~(mdzZ=A?Y}E{
zdoJj#X!&b3=%dtvs>ug_{{FF{$G;eAapxMnI{c8<PY~S8dgs8lJLd=I@bMx(HMRSX
z@?Bh&d+W>;m_$%@ym8*IK7VG%esX8vY7%m1f$YQbAPS;n6oyG0m_JsGH%7Td-@e~n
zDz7)3EiMr2M~uxN%}9wPW#K{#Q4?40<B~r2X;9=>L<}()y@<psJ|AMcTQfLi8i?gp
zZwVL1g4t{PJx!_j1HS{KQ&Q$y?G>?GZ7cK1egFQR%xkyaB?}TUo-0iA{+kB4_>r_q
zHUW1+-rjOXn?Y!#3*(0}l3Yn;7~}9%wwIod(P&4F=-4olJW*aR|3Q_naBkMuG)(QD
zk(p1Kd^o&&=`eg;Vj?n@-s;Y!p`vK&PWCbiN`XR4c03t@KZ+kX-l52yo!iKzUQXop
zD1)5rE4x|6m#e=r9&>Rv+d}_121xvygXg5iBx&cVOBrQvNjYf1vAXC)@dq7}$WZ%t
zKTsKIl(x;0B`7r$yV(b*vNVZYDW3fKiN<vye0*|jECbnM9;zSA@R7{KkqgMpuG_oV
zhZz?xX255@y<Ge0I@N4TDa1tSU~D{sC>nmeP}0^@i;C_B5V^<=*ly8p=RP@`TUA$x
zbo|4-Vio=wjCALdNPR*JMvvIjp~ueIoKxIRUl7E5N9EC@E1-W#HiY*j{-KXvFm`^J
zRMWQmMlJjY2qq7p^<1YhZw&2TrNKh=c1&R4W$4!XPaeyKCj&!6Z!!H1VZ0CaytH(4
zJ4auF>psrO$G+>w>$PrGk;K&Yq@OBHe>}7_*MX~LeRwB{7rC)(ShF%_RwU<d*Ij=Y
z(WcuJ8~T^F%N$tAEnYs14p`0Cw7YQy7NPUG3e4i#&d%>pzsVX{zgq|E7i>@@sLfYL
zO5o(o5n8K$SGjJBD)|Hd-+c}mgz5J7sv%duxgZyR+@`!VVjyDbQ(XxU6=5RBQQ)HZ
zZ;ACZ_4Km)$Bo}FOy&0)OuQyWiE3Mx_{W28djD`yG#G4XZszPmsfv;aXv)gf?rXgm
zr$7RX+{!tfgC{QLg4LDS*x@q-J6O9zOqOonHIkb)i0}aNU4H?I)nP%F8mq<p%5her
z&2Hw9So&&!${_b!TH_#e{>WGAz}G#Y-X1eL-^tcP)xY@YW_&2M&ef|!n`YyNZo6S}
z;XPJ&R1S|^GNFj?U=O1H8J>u8JyLM@u$avR%2-!lM>(9EmXM3lCj=Lt7W8_mAHvY9
zjPyij*~L7SdoaAYA*S)Vjn)xLUaS|v4fvmRt$*eYvZ-cmoyP3BtRQ+>w{j*hqqmHz
zWl2Z@yh+QWB*OFst)#@c)`DRyfjRpxue4Z}#SpWuZBJLbQVBCT@MUI3RqiHZsF|75
z4crrFR*3q#{nIHiHTjQO_7yauB{;e4R@=9gsn4I!5on~;eM;X#+3&viNdi}Bk=I`J
zT?n}{#{irm@NgxDMeqb~12U%0y&au@TPz<K81nY>`^_T>P*go98=Jf$Q#v&rUG`@A
zeK`e%SZ}DW`YZoe)4wK;adHdR!^tG{$oT_v@w$2~Lpn@qD<dZ-sdCv&A=@2e+4Jt)
zLsKuCG{@wvH~`|;6_2yvWX6$*XCHYC5|WcK0yo;b8bd1Lk>iATNr%Xeg{37lm*8A?
zMdkjybG+M+N0N2kc3a+KP>J1<j>_$IZNVqfIfOeDc0H5E5*wfIjY`>#m~OkcC}Dxi
zq1`Xh<<hg)SG4iFckdoG4NYy;&I8>!ol&QVX;>~avyp>MRGx!_e+I{)21Z81!jfJ8
zDl3&+mApjK|7{W2JK(6>ynh{!iqf3{;HlS<tcbdHMcT@W&aOLBA8Sd_L(EX4pN*Sl
zt7SW*Earanj|<xku{m+M8a=;o(VjG2Lx4Vf8sD)XFyA`0HlfZ4|M)?$ZGTTG#jH*U
zKNUmpk4u4Vb{51te>+d1|KN-~;6Q!(9ev|=MObfSX?M>G9$sk~azZ<0?AuJ&HN}%B
zh2`X5Ww&Z(GKtMKxAADct1*_7I}6OG3WML{*8u)-$yvCeNrCgq6{V%6cY$HW9K6E!
z-jzOSXq07#LhqG+ebP`5UJd0eKDn_%Hp5$d|52?^*;wp7b%`ozV&BwsrCn&R@1Ba&
zy)WLRXBo^$uViNAv<j2+YDT5Q<bW?%nPPX<0-r7d5ptb_lk?u;om)|@KeD<T+bY7}
zCmA#h74{UgCmmWSS=4)dR@37L!F9DyEJz6dxgW6)oJOC}CwN{eEwHJVXJ-q*S8daJ
zb2Ed(Kx{?{v8coa@0N+4$}KOyN2~1cJm11L(f{mx-u$Romgj~nLRneo-V0SNhpzmr
zEMq^pvotiKZb)u@H?@GvcwJ830u2L$%*&yiG;}e!*gP$ON)^ThqnQn)6r=n{fkl2?
zf`YPzg(WRnH?GSnhMSvTrKY7#XE!Pbtj{1nEikZXo^wb}DcoK-_v%$!A04X_z=o`&
zuKW2LQZq6Vrt~k7t>nYQ1AlcRyTEM*ukX{Nep(m?cnD%3Z96XX6=V`#x%&OfI2Tt-
zfq{FNwxw(=uzZ?J=gar^NbR1r-QiYoq=_)N!>~(C2WG!lBo{Fz=fp1Ajw<Rt)m9G2
zT93igI~FWH_vIh0+>=U~&RhBdUyu8u+GL}js21a9Js9;)Gc`EaEAufmjM#Sw%z|a%
zgI_KcpqJUaCO@OXFJ$m0P4pI81XscpHI!U}^ZHQgcDXq@nl?6>poQ56eE9pTRWiJ2
zWwy+y9PqxJTnU)BUfdmBW39p}*iA(|m`^@TlCZwXoQ|TR-}P_!oSIN0U}kD)J4}a+
zjEs)<#0XamdM@qCl^o}Jq`kd8pd0InP<ls7U3g^gN@3a+Py1s3*PNUl3l?k~(3~ZX
zrze+$v!6eI4cuj5NC0ec<jtE!`Iz*OfB=mLHF@FGHm9kk$9>4Qss10*5A7UfTx~6u
zvRke=PQYpdR`wDSlVFsSyT4o8m;{yGkG=I7ei@VZphO1vv?}Xy5mO<d_L^qyS`F<9
zTwm+GQRfYPk6)hz+|(;=xxnC=eQay{3R?PV+>=T@U(mO5ab$O{Gs!i#^LDMz`89vz
z=_+*qKXGUxbmxBEi)mpqiquWgvWQB&obmo_my%K-*{qcmLp5Dou<03$yrxGPUuP)M
z(DZuR=Nb*<=3=p0y1Je$Mwa8-4+uU-Kl(>T>E^if6Xyd)O>3)K_03d6v>TXjS4QdU
z<W{$9l{iM}3UP7`3q+uoQ_9%xI+YFD{|NjrZ;%%hSlVoehCFajH+v<dQ)<HY<wNJW
zhFQ*S18&-erhTVMGcV)!_uOcxGcvBZ(Vfajx5dmQUk0+O@Am@=@ln#sl6rdHv##$W
zMRw&*(X|92!tuElmY{CL!r}3mJ%b4x#z~>ax!P?{4r8~z`#8%&DR_KAXfC`=aH>Ml
zyDp4_OK+~z!QDHJi%&{Pfn~4>ep&GO7tPEhfI}^Ox~5|VW>u0M-#9cC6&sk9qx}8-
zI5{|!m@Z^Q#Xi&qoAu;L%__+uY8JEYF51DxdVZ_}O;oQ-r0!fzzS>F5ylh<#C-8Re
zs;jyBSGkMCe(e#gfxYGA+O@#XD&Xgf(le?JY4Ex^1<vzp-UxLHxVkXhClb58^7ZSG
zqWhyqCHP7}-GBbHue!NjfnH&&AEsuYO)npKGpfCoo{@iw>U8D^pdsI7T3P>U=AEoy
zy{IIXU%I#`!>8tM=4#s}67HWkL^dBXH*>1>@YYam-+K1r#u{<BP`BA(?$h2&F}ry?
zZN!v>86jbzZ@O<kvA+Aw-Otvi`@Of>Z0dHytD&{1#)@2sKI-%5+cY#$xgS2L7?u9Y
zPVG$leD(FI(=9rhwNtACz@F@6V=r8=4-5#^FgAYw^XF9>#*1mw(<jLAEXk`?Sokh5
zAVkAnMOI@s`Ne*~2md*tPdslcZho&oZ}sx#69-JHUDfx7;|)@CY|*pp%O)*LdN}~?
zbfbhgi(*>LyG*U1id9lnl$4q(SY5K?kTamU$doospZjydzGPtomYbfjzi|h8<HfiF
z1w^{4{y-*VZrgTFnylVQD5(6&&g7**)#H5bNKTF|yr)&Yw?w(RpmuqBRO&0$F%Z36
zyjhnn+M%jtZ~v=Seerpz<fr@s7N4Qirj&Thu+yd7G?_~BR@Ktf%m+xr)<9D<++xL7
zprNQ(0fH0&Gim8pUjv$>173xPpNfjoo7bcc$9j_VR8(G>n_r{3=%A~jQa}IGSVd(H
zGZ1^Cp=sDns&p`x{dh63j+?Cj^>nlhvx|z9q9XOOK6IvacPm9j>t$i{TsAiDD%#9N
zR+7dKYt3!ky|<IBeQ{#KUMX+;&KT;|Q=<e!TA);6sdRS!^0C<~QgtfsV=I}J?!;96
zNtGY3Qx}!o)Cvo#Nl4YIMGYpO5lD}7{A@9w9wDm>X_!CKH+C6m$wJ98q$@JE96;Jo
z?bY3fDqXqqN!$0;zO3x4Yzw74K%q)E4Kp)K<jT9lmB>!%i9W|yN51~jIXO;V-k4ES
zQ%@Bezspv-%xK#Rsj!d`9ZSpD^o(oNj7COpf&z;;dE0LoS;pFH>ao=i0(gw!xvc{B
z6NnZC9-THlefsoZO(ceonii^~gSE3Ye<$PTch<_03)kE$=BBR4&CRKgK(v`2t@vuP
z@B=V7wi^SHk<|IW-qUBkuV?4rFa#9HARP!y^j{84psHqj>;iIY&9<$2OLlFDZxDX@
zNC2Lzl-MUG+5d$q`F!L;!i+6?kAKUmW{rf?Gr5P6P<@h1tf7jYsiBIQd2WEt^(>R^
zarQkH6^Y}OBk;CI#pq|h$7(gKyO3W2O9fm9I2*uSI5}OuYMN#SF3-pZxpwiN2XV^+
zzalRnDFXxd2d{pip>fbntTLYB#SMOryK}tGB~pJE!>T{6Vd|X?Hg9Bvc6#;BZTw_(
zR!)v}*oF(R94)a%&TN_0f(yoxP`BXxU2zV>()(k@AgU2L@F^N<jscDpbFNIzPx(}n
z;Tjq|JSU55NhGHle)o6DNZWM43{;wIqWi}-Wzy2F#ETPB^=cMGwN1N*os2tkHqKDT
z4WB}M@saHMc9XLEm#g6h;<ySIS8gPL#h*W2fH~$=SLe8$>@#-{C`ebUC~#v)%BWVd
z%8X)GcAal3WzPixZD3H4j!vYmuu-|W#WiZMKfjV0S|4u@!=+0F^zLbn{W{Q8QLsT~
zBEKtvi9?N4U$B~rWCyVu@HOGK<0)6J(1LZ$aYdI8nI%o&IE2(ps_Ku=r2zF?ns^ZA
zU|myuDwGy{%7J~m6#+R1>`K<<ouE3{T&4Y}6md1xq`40)!Z&TR9#1C|+>EldTI_1k
z7?Su|ujVl;P|Z9@6)7c_2B`VE$BE%k*@VzvQRR_DtBz->UAxKU9ocntdnF^=5)MwY
zwZ34O_^KP<qC|6aOieSddR8<mapBo9Jh-UnzG$M7l3UbtbFPk|))ht1sNvBTY~Nmv
z2}<b3jeBIX4%r%?C^u=UZ&J{DtMC%I>LS;`5?8c|7?9kMuT2aL+#H5Y--nwl+*Le9
zMWt)o^Z+q;0fWQcK@cvR8Tk{bo0jXqwzl{u0{FV+l$RU3kE~^SY^e2R(y@G^%KT9h
z&w#cbTdx4Yz)TKTs4x>+F4^1dxyR~ss&?a9$2HHgjTZ^SfQJjNtal&?tC~>nR<QRO
zdNsD}&8BcXWkPz!E0eCNLSR4ltHp3-YdAam0YU|AISa5>wyJd+I(@LoK~(v+r((lW
zG^pXKk<L>GP2L;k?w1PYCx+6E9iH)C`DDF#=?fMxU#rJ-cEjse=UR*GnnJJ64d@1P
z@nOPS*!*7m<+x7WS(_faE8%f{o;2{BO_Krw`;t}hM;nC9b*4-8tkr8v5hfYcJAL=E
zQ4_3h?p)T5cWw}4@FCqw@*dhlO<?cKS(Vi8JJ*b5SX$!%3-BP8WXG?46d{qSger-B
z+LpyfO%*?x+_r<=OAuktzA{jLv%EydzyLpQ^&lvyMOWjOhN83I^0E>TUok(!hr*3D
ze*;Ze|C_Kfjw@;Nn4#Oo<~zw@=STATG%_>U*m?4QWPcVCQkxri)E^C4Dtd~DVT&6I
zPv(1_p~V{m;!>2O&B>XunwK8)oOPK9)wjJ2LxCM2KeTz_pVXh4^vt{cp2N6lmS{&x
z?&1^g&f^OJ@!?CsWothDp<Q>6yNNKN8%%v%-=S2XZwP)AA8jdn=LDK;e>f!|=5hLn
z7S)@!^%SEjO+zxS%{H~M)s3sd*rS@7dcYq>4e^%__CJXkKXsaklbu`p(K{IeVarf&
zTI129!Fl9-w)1?LW|tn@O*t-6QF092n<f((9&Rgj<7R_KT%9|RYW~y$1fISJ5TZ)?
zi9+y9N&g;sIUTulJUnVkEq@WwDIzeSDFf}qst{Mp;<=%uS69o_Tc#dJT2)KiIR=sT
zJ;=*oFE%vbD{UsxP)8LX6LE(~!krVhff@o9(+9D^gtq<e`#puEudAEUQD>aFF`jG<
zJvBp*nD+K?Xr~_aB0eUqzb+wd=r(b3bJxSUQ*y<Q7C3@D&#OC14j+?$PB;XHm1Qf0
zp_23s4by-qM}`uqI-O_FGKZ=~)t^;KZs-IOJFh5la1<&j256#jLt#wX=27tsxmoPF
zKFO?Jjkc7!nB8!kUETGtZKhDp{NcCxYm6?dT{l}wY+RGUAZad`Yi>9O%=DK{6qs=+
zsRY~NR{`!`{9m;MAM5n?YqY6a_teUErmnBeN7+NqzEA-ZR!}>CSYo}?U}j9B3w}A}
z>28}`k)e!`^XC&5mr!b+GMM%_^Vz-U^AjC<(`{vYIHY@+-G}!NUzA<!^>Q{IMN*IZ
z_C>_#=Kx^{|0@zUrB(%0*~ldA^dti}GPy|JA-GgT0uul07d>K@J_E$<N@}5cKq=33
z3)HqeQY`->pogH<*muZb;BAJGT`|^MCUp69vt{A^fRmat!#Cv)lh8TpDb$FC=&ZNr
zZhSlh=``HbrUB6kxH=n=>kUe~cYIzZBT1LNI|FYR?QW>GRnG}XY~$)_d3fmV138?u
z7=b4(B+xOmou_SdfrW_f;&z3WzcW|<m{f<ib|Dd;o?TN_xQ+7e3JGWYZl<V64mbLI
z_qLNC%<z7(dK|+JBFcuKm8d9_JfH*Quw#ah#^&acP(+}18CDiSxPWd?nuzKXy35ah
ze$R^&_5x62kM-%)WC`eWIsfj)fWC$X3PE(mx|u{z@@1JUV^NLS0|O^0FX0Sc9(V8S
zykZi&c?{y4vRG#DXJFEd>zffPR)zPA7g(I2r(Sdx;fDo@drqs%rz2=soCKJf9!u^#
zjcZIP^+_-$73C8m8PNKsiFtHpdmz2xqfIs9S*aCn0e0a{v&c^NB8pF+hHo3+y&LB?
zi{%n1*0^MJdUbfg2<u?<4*0t3y=pIu<qUdxcpkZ*F8~q$+H73Cl*S22K!7I0v-?yb
z;+7pkE&!EETzb{=jca5Ud_Jfg^|Ly4vJh66tjJL5Ll<%<H31CyA-fPrm>>6H_?ycd
zN(Fm!)T;%};Hn}OB4P6u?5}$*(M~-z8$P+B9ZAC|R0~j0Yu3i=R@aGiv7v|fK$xXk
zH+_o<@VvJ2WfK!Y#QVl%`oubnrs3fsOnp5&+YNb}&W~!8%o9&^Z0xL`yUk|teC8nu
zm=G=<t-ATi&+m24<FK>9pfyLU+%-DpnIfa3Q-S>QBK`sh)W4jaBY#zRCiD=xQEe55
zwdPfTd*=!}ebWYUc8w<+(f7xw;7?ycfRMN77$Cl^mj5e<wW$WCv7l<{nhCO@Yslw5
z9boIPM)0L{DG4}KvqShQ5YosSfI!D&4Glz@EJsg@i+qCzr)rtZ;dYDbv;m8nubiWn
zQ!p};c!>@-+;s?{8T_eLFg{U;o?xg{kZC#$V*wkxM5tK$(xszH9bfySdA6EI^s;7h
zfPko_gVmL&?B^{U1o<L>XqvCja>rdd0Tgaw`&LlU5l6DKL4nF6AhP6qdI`1pbwxtR
z{HbBWwg4SS!yJ_Cz+`}+foPdaA<m1bk)1ku7(*@<s^RUDQ*1R$Gg}meBaBDOCXH4f
z`&&yahB%VyCJ<jgNvtCeL9mCdtfG`U*fjuxfTwnm)<l~-_@WxjHSO(RkyaHoQ^q)E
z#_KXX*6)Y+HvbZd0K3qz!nTT*XDp||$BOK+L2OTMO>p^bGPlDih&0myeGtAXAz`*L
zvJt{uy#NQ{hf34kb3--Ugp~+trqT6ghtuAJS!O=N>BN1BMmV)1^@w3kUY?eK)4nkX
zf8k#cO@*>75W#f7L5L#1U|;+%=NqMDv>7ey7-;eYHKaR^Ug$-u&()WC??RWuuAgac
z=IsN4`5M>`k;(5cfDbacO?xvSpYnk)v<of{fdv1@>L_ye$Fgsx>?u-7Jn^?LeL|iz
zVTbnKko_%LzPei#s?o#O3F!paweLtY7YE1C@BVq=TQK@|?Ob&>eM#u$FFp|1)tHvd
z*4EEM0ZxoAC5|T1MMZ)5a9o9JqW_usJP^X!e)QGZ3$~F4x|;VkGKhAkNE3{Oocnn9
zdiDL{F$nCxs)xIdgd&xi^+uM;h2$Os+f!{t4xaA{_BOUXCIbSL)XoMk$6&0iX=l<D
zd^)cccL*|BiJWq*jfgNxCpwWHyk@FQL7Bm0$twPR$hp<h1@`V7T`{an@7er4PjoYr
z?x`|=oA16ll*~9qnPcvn8}k7ui&8ESUip=!&^h8N*F=@n0{glY)_S`X)-?ev5}pD^
zLHUnSu)fJR{-Y7iS3OR=CnG~%PQcox(}SjFmK56c`gxa76Ps<V!;<~4ieK9e?3t)4
z42HZ&Sg2VhEs*wJBRm#sdwMy9+ToWWFjun3zA-LVVvBHCasVP+#dU;INblP#CSb=p
zG6;T%`22a()yD2?8&_{NOTW$Dix5tB_MW$&l7uFKjQ&JcWN#R_4b(wG@da)OG3YVx
zmjYI7VvB+{z5!^eI2#Pu6+`RYp+NJG_Z~Eg-yYKG(Oj4Q)FuURqK6W!_EfU#TQdCS
zj*9T&NfOM%uFS9}KHBRP(zm_>iwdL}UYq)PCf^_;GiQbYM05tPFOSF^XC6>BftHP4
zK&C#aFgC34KzqlQsrm4>Yk+;zn0)7c6Vq@C-iiWp_n=_mk9}QK-+jORxR9G89t~Uv
zA*MF-QcP&yZ#LG1F?~wV2V5Kth_o=16&3Z!4jQC{U$dm3gM$x^diG}rhJ>sVcLBs~
zJTP>1%B>p*sm61y!j7%IDM12QknC`qW!I9GEk8>?rh7bey5O)sTC;Mwn4Co1of{{C
zEP$w;F_e@g$>7<|nt2^$w*ZNX@QeFh<N_R4stq}(^Chgk2ZXAM6_jo3pnRaG{^YeG
zuZlLj3xVjg*XJ{33WJ_9)O_&ZO+lSoa5Q%tZmVak6VZP;_X`!#3Q7yXa@Ba=%ynO|
zRNZMhp%@NgnwA)+9?(O<DZCl}iB7gF`VJHPp*xdgPE4h{x?p0t0|8K{h#SmViWjML
zp2?MXC)Sy|kFJ!QI@JRIH7&^?<>=Gw2=Pt5`!AJv;wlJ&=RLn0Njx2Y+Ux);73JH{
z0i+nZ^y)b(V{?>hrH}Zvs|HXiex{?xE`wSDSF@xXqlKM&<6dR*BI8e9T+Peh&v@5(
zqliDBQrh!T(3$?PG9I=7W8Ixvz_O>y5j<uFj}BFqNP~0$)Lh4jNzzsdxKm4Bd&Y~G
z&Z8pK=(EUQARGd{y$i&TsK6jDL9%hqMP5<5{~<2)Bt-h<LGj3m3xLs&3a)6I>@Q3J
z9_0Xd8;-2aenWGub{>8l8`{m;UbTpj*qR;;45O-M87h*sA(EF&Vr}-&C~}*FyeZT%
zb2f3B-&~*N7qZ<qNT!zd)PFGD35qXlK6NBu*(B7-$ccN01Z-$GGW;`^-z+yPuWv&t
zuLqri(UE&rq9%rTqsA=u_5P*H5Z}iCc2E7BJ2K5DQR4Gd!x=0~g7DN#-*8>0GM|bg
z-9?CqLwk=v$9~@N1&L8Obr^ejNi8s`(OWAQDTnKVtc`CEp(A!jGKI5C2PU)g<SQs4
z@u<{Pm6b_Mf0$H(K9CDYYjar^VFa{{!n%&^5jJi!mpeIR|GK&rlZ(qYO23if`t}&r
z&pI&(<oWY|`GIpslAk#~KSnu|mm$9a*6}Vm9Hlc6*Y6PLFC0~YRL`{!X~9zWo<zS$
z5Ou04evsl_s72KZHL)?dxZ^^lu00C!>e4NFMk)EvfIY<cB~a5c=VXM==0~Vqeow9w
z$SC1RDEmbSsqnE~8y7=-28sE;%|}355Co~$&QMLeza>nEM#7}>^(`&$;DxbY*F=zc
z!`7h=BKT6E<n-mWogHvtY>gLOl4j!1i6Ik;Bq8tE8;J;C0K^c!RpPMbF3AnYM#sVn
zgwqvoW3<7BcShc<dB`1B)tgCo?#pZ}m_w~QhcS=C9V@nEK^9?cw;Dm(pk(2=@(C4$
z4$&Hy<UmbOK!&ayRK`%)H>p)Id;U}yb?>;-qj|30)Qh0+_xd$#hD?ENgi?@&N`s;e
zm9UvKREFT2la7<3NxTw!IInz@n0(I#DA1KltxeDzJwt#?Ou1B$vwyWawk6S+fdYzM
zZA2qMM#$@FJOSn)52!(MO0kBR+klYG&lBV#4Q|?To;6B{w8eoWM3Do4%5Hz*Fu6M*
zKvZqI`_{13E5S6jSVLV>_!B%*5AkDFWNq`yV-8{ACow&h-&34sqUdfWgi<Jy6>?yH
z*<99_vopf%$FQwHA944Y&mL(61%90#d!`YYVUngOHe~^!C(<{QM7?AEDT%gFy#x)A
z46j(=?sFf<^u}6j6RW=+=eqsEZvxaS9h9k@(AXH;4`~;-C?{<Y0dl?2adxiQdqyzw
zAZ)qPFfl!Xs^t!XoSVUhPsUAV(P4O`yy_nT=Uxy02W5ap^YLp@*9p-H>OWtvK|1C0
z3=%S_qznt{qV0Rru6f%2e05$)S@{+d*EC29|1Kd|pS&6(UjCZ5^1H^K=2^%`r~l?@
zdU&Ca{bt#3uR~xzVJ=XxiLo|@8Ul|j%#^7sv9+qsAStd2!eJ|@QU-hZQPkFH;pxJg
zQ^a+nM%(GPyeKd@uX=#RVF01Flj<T9jMB;Gyo6pDFW5WpTeq{iB44xG?8I=pyqI@u
zD$6%H6_n+x9k4QpHb4xXGM|E*%#^bP?GyG3$PYSOTbY%cDX$YkyJy<tmIEhig>`{E
z)}zUQXphuiU1tP@o`MP#TvR$wqCtR~Q9$a~q}Vq-1QApPsju1{j}l1|tRg%-U1)9R
z9Ydv5=43Q!Hw-Qz^*HU=+55ftn2>0m+avJn5NXEq=FmT(5yV$wRBBsn)NA4-%7XO`
z{#W$$3ZI@W39E_9z*d3?5?7|Kq(L1XOMkH(1mJ)L`D7WD9Z3>f)3vhaxy5u6Bqh$D
ze*~OEmgzH_K%lw9$OS8^@ymf@9-f6Dqlub0nh$tZXX4Zi!Uq}8nIfNEeW%u4ZMB;#
zZV(91L1D@XR&o^+SOUE%HD^=?>zh%R;i<~q=m@LABi`Ry`p1wy**6lAz65&MwRTC1
za&nSPWOO-u%xhb{#~A|g?yT`lcdW9?Ger`_4X%9_+zl^-PmP*!a8(V!v8jm7M>Qbc
zn`#Exj-&ftAbVfeN1lqe2kOO<6IC_FDc-eO5jUAEfr$=yvT*mlIX{ZaP&nSBX_(Z4
z?+%O_7J{Ep4*uj0G|1_Ym=5hnX)^oOvpjfwOnm4O$l~E#A)Uub{3=e>9={WNWur@e
z1-0wQe1il~&!|!KfE!8-e&n$<=vv~4Eak1(VFJQZ0;n4~q4i&(ewNVoyM?ud+%O@g
z!*^S21PQ<c2s1Uj0b38Tcz0B_NtzL)O5t0X8EYHy+$Q1^OeRodWGIWkM>sbKd(W^W
zqaLTkXXS&abhTKDi>vCvemuY7wX@UKP{Ynbphrw}cQpe_C$Zt3pDYnUZit4qk((Lf
zyRqr>w}6Kg0uY<W$nt4bV&&2C3eUd&IX4?EMbc&u4RjZ~OYVa(s9_lMaLDoALKGKN
z5v~C(9CeKXvIFcxcGR=O#$)>V5@~itw-QD&<}s>m0~zzkMCyD6>y+$AGF3C52~IN|
z4VTEbyf|^dZz1BO%`kG=MO^4}*3#(?IAV@ryg)hJuHP!xY&;ZYks4BLD1+E;ErhPD
zK7zW><dW>Z>Giw=>mMCUpK0_s`Tg+)F%uTAa+MxFq;js_0>A`za`;=bIC~wry=yq?
zHbs|{l_v~L_uP>KOz=l;_1ZFtR+fRxg^I%6w=O_3o(<Tl{JFet6mDGWQsqBC-T*&?
zy_RuyR2|b6mmXubZL%S?ngn98-=pRRsR;KGx1#w9qE3zIhPnxIZX47%2mwTrm48J*
z5ySf9CSDW5FD<~@hPcTcrU?D#V;^cDO0-$Ls#PxD488?i>}<X}Eiq5vbqnn!M`$2_
zig&3NI*Gx!B_cXnFE-Sd7BEoU#jwPDvX1~NAz8WtUd~sqlb=nmcwSO9#?<9iLEX|d
zi6xwuu3lekC=J}7axUj_^5$z(?>YCjXLu3vj-d!X=s@T2zDeH6$IPrj4d!HY2HDHn
zEw_;NJIE{oyL`T3jm$RHyggJt0*5PCQSc2*^q$%C*!fWm-!?Iu#`k;2Tp#slqBE=%
z?|E_?;wwctosts+1eE88p@f~&X8nNs2r+R?57_^x+)s7}dFL*?eoZb&GyI;1gTktZ
z_rW|!?Ub9|ye#z*PJN`XDS1<~-xQfgpqB?h7bg!-7gz$<B&~_nnM9790yo?4EzI;<
zMUWs!^#V>C2blC?@kHZlKO-g?L*6cHB@4N!sjcw$sRHx3E0u)((0-x)jkMDDVACCj
zoVfK5kRdXXn@_UaC0%0)^e4=LpxDgE-qX2T6&q@fb6@G3dC$rnD6e3o3WiQrRFYiY
zfI=5dpgjnqr)Ijj#`wup<<#fT_u!)?7Vxd$YY2Sr0^v(oOhPC%yu16tD)7049|}{1
z7&DPL@{?H)o_rYO2x>`gAs}G+N*?p$<ZXi(6PH&6`bKiupL_^#Lh=!Q{>%ES4w@eF
zwV+A}SD~F~tQIr5TW$*c1`h0cX)Xc~_b|0y$>7)UUZI8JU)C1^1y~#S@^}V)lyPl{
z(I=Mt+;jiI%v{&al>E-@n^e&aWP*M-2e8G8XKXV)VhwQW3{K8mJSfJv^vTTKa~U6#
zyS6?Yq}l{?4;8Hr1E@Y!+f(2m76k8Nb6xwU(6S}LGB+kVbvdihf@33N?)1sR>7PEK
z-IZ&Dm9u91z5BbK!N39mTj>1ofV+}FnpkVE@*!kDrk!4Hkxu}~c`JDT=U<+8W^*=3
z*JJ$~h>Tg^NUV%>#5;3H%^GbIt(ll#^$Z)fcrNgCy=LJRU^*NwNqUnx<NM*mxl@iX
zeKNnLOOetq8(EL@-bV)UCVQ6??%%Zn+<-)Ga`xL+<qR2F4nuCe*_!&R4RRUPT~Uw#
z+SUVlABoqK9Gouf05Jhs6l7{BKPu&f)6Ccgju&L#H9-vwbG1`-c(?_8bd4pasHhPb
zmJ2A#1dJ$$*=y6YM-v>lTN3$Q=?4;6T%P!nam1&sYXC0KdCoVO!B1Y4zOKk9JelQ`
zvR<RY1rBI=k==!MyTpSSvn?|kTBu6XNzR*>MWnC!yZ6Y1wF@vEg*-ff$5a~8=3Fw_
zz+#U8zWJUk1QiP#y*%c28*~<Ak$<y3FtEku#UD1H(&>Q-qRkVC;~ntC)Z3E--VAqG
zbuo1nz|bJR6#q=nS8w&(O)f$25se=HbM>`*>rNpOk5UQr6rdoibh`7M1Xy>#vZL7#
zgOYPaW#vw7^&Odwjy*L-k;(Ybi#lqOHgADoHpw^e5PAxd8g)=9YS>i<N`nC>OaNfM
zz672zPj($APLM^X-{C~YU~_YhiUR2IvHE)1>34&V$;wLVuRhr+bx~QV{USvm5!sMi
zrTMQ_MZg_F@)0QOssO2*zp`tf)d~aOoDg7QW3?X(NAG&vhzsrF9h@t+D(ettvfz6j
zo$Z+HFS#+vfbe-%jM-a{_O3DX2<h9aeCjFX^J{s-b**6y8O7gOJMR0?qS%j^cDx<*
z;f%=MxU&a-O)4_Q3}h<6$QH|3|5?q}46zQ;9l*^KFiBoza$zaT;>aryiQbcWxjp_w
zLH^j3S=aENBNqgE=D7CW0lS_=`{aVDvA%&?|56bJR-YOQ)`1FTN0E`$LdPUgy>H*T
zP}h$7b#|Tu@hLw!zXd7^pOT?EpS66S`1?c<Fqy04yC3wLn0q?lXO3{7dop<l&t^us
z2H}yuA3Ri}k5SHALgj-V<bTqBVxgt|B=yZP$fqX2dPd!obB5<PjiaK3P!mT&e!Yh=
zNulZ{YikC8HAr)%e*arqf_(uD$?w$z%b+tN02XEd$A$j-&J0EuT(>urbC?S72>FC5
z)97xKL>IbI2GWC#L?jP-aA1!#Oq?IrA44YfCwdC98OdB?teUS4wF~gSQS;2R03Ehg
z_H28kntZBH{_m+iyO|mWj}hF4m+S2Xt{^G1#}Ln;pdefwMpUnCY^j34eivUqaol#U
zk{gr&0X-YQ`}eJ>M}HUL+_u$^8z2GhM7CSWU9U{us$VC1_zyLv_*lVq%7LlD-jSWm
zd4^xSA8>r~&kPxgy(tRPkf3CLW&*_>NBCc-{lt@c285j!Mk6N}Jk`dktyMW>gf>bX
z=Xa}X+_hac14R~cC#~1l8A41V!WqAN)_Abl%?7+&opqHWYVEa7l`s~Fsr8R;zDxG7
ze?e9N!Eq2NP)Pl!vz@2Nx?=`MdD_uZ2QD4M{v)8H^1#mmR*ka2-iKp*;YY$o*l5jS
zG7Zx!HWqa{S2iTPo+Vd3oZQ3PTu9iq!%Oz{c>64^i*C+%)Yhhysd({ilAb-)cC;g`
zL9ip5KrnPx^wY~9djwVLd=pqS1Ey}~w+{mIcI_Z)&1VG#uA^0;PWU-%iC2RgCG*H2
zJlI#$WX}HLMd-bIhgQZ@`+1bMGU~eru5-+`v1C?D(`GHaly2)a4v|PHT{nLI&~+_J
zf!J&})?-1H!jmh61MqT->|lQ_yThBmy`*`Rd58kyaK5hUZ<^OzPfP3khlu!dmnHYj
zGs$rvfENo;{kld-0<<DXG)WDt60Wl-nWuN4KCARW-|cVXJ;OVndX{6Kvue1O$Xc|d
z92?#~2DAJ8MF!DJqd-hk@a|L<x$Fd0(*Qmt-n)yv=FXJ9iT5DvcQkM=c3=GWX(e!G
zLB@OEBIqnrMGD!ulbNJX9bl42f_r@)+eq*0^za+zVX@utS4dkJLD@$@ll4@6x0W5B
zD8v0jOT;Tj9Se{)j`I(ZwbCCLJEe5h(Avbl#|fbq1kXxlRrNW2)zp0Vg$$@HxBe+(
zi^YC*j(xvescr)XpM#A&>AMCZfXt<dbrGhF22d-Zs<0SemYGAcx}&a*5ubCKt?ujY
z?9Nkdn{+stU)cXGp}#?UsdKo$ZCtKmGWsgfhqAiHpHC@vthO&X)Q;flP=KnIVn|3F
z2;aC2*{=Y6nJ^ibLI`MT7iMCEsfcc{){uaPy}X>E0?MN{V;g`kS9$%%5+OrHr%^R&
zF{ZJ3AhQPI-+L=`_MM=7xpMjiK-81;zttTHA<Z8@fNX*Nid7!#2Ep6b26N9Cu4;jI
zi6}AjVqNeO<t>}fuMP`7Znx~=_f1^_+rVz%LjiPF19jJvNLKBCx<+g|@j+k~2m0G0
zC>?8{deCWKw_hj+B-}5+?ta26U(}B1nQA(aYs^nP>EVT{@U?FBf*cRoW04+>L3{Wi
z5J|EO@%!>+iHg)==WVx!9(yqmFJw?Tzdu;DajRm1B)OVWV}=zov_TZISs2uQKP`MV
zM*7JiRrC08jqpzC!<5gDSiIp#yg_v@Q805=kWKZKntJ@JBR8GT_Dh@JKm9|a{iF@!
ziI|AUI{_huORB>6OW*feJ=XUePuio%4V4!t2LD!)T8L}n9@v$tT6eeE$Jp($jtx3T
zRi>9vBSYhW=M;4>)jaUgiFq43Rn}u%4ZDW;G3hCK`sttq$7;d7`GwHNHjxEYCN$4Z
zM9lc*x+mY&e>RkvCII(>c>f21DdGG5DS^a-(J1IK2hNz5ILL$Vvx8f)14EZGySm<e
z!kym?b>zJ)wBqWtzLL019BRXGq}G~l$4@n2c4qeJ_NUtT)R{7Qg3nOZFLp{NiVDyT
zmxiE14@)O)uH7O}AuJU$x^Fr1WS1@5q7%h@-s|)Gf3*M}o0i7N-gX?nVe`beI8%&S
zEf3-h#1|C{QqnCgx%?6mDNv>1r%U<$jZ=HXm)RB&4TV3Y^PSRR;!v7?V{quW<k_!x
z+2xbAN6Wm_#hp>tPB|7&(P}HCwnQ4;c18LWN@cFcK<kFK4}B<%+20hHkn)*X&~Ab;
zN-a_q1njTVQDufwNHZDyIUdR|{S94I=-K~th8~-(z>*NS;5}bU?w?5Avm41Pvn|?9
z1K5&Y<1=Ar-iO|e$$D?8SN`5w*mHBIbSF$?sIKc7L}wwI&iIngW?|I?LTYyhr#bXF
zn&)NVt-1@jxprOsk0+_5Z!Y@$KF$hD?Tsn{%cacpQh05^0&Tv(_l^88f`BW(sAxP?
z-sB9)=dh|qSa@7GgS4TH%y_a<admb49mVaZ?Zqjy8#{AlT1}ADzfw=?a}N)#o2f}j
zP$aM0JiRhgMy85tQqbIR>HE+^8z5C7j#SF>;IST&Kf%e^EX<VDLg41Ie(3wqE@8*&
zrS8ot&oJ_2B>mk&3@``P0KcJUyT<lVF_z)7vi&1vv#sVcCp1cSGSyaE?BZIVuWUyS
zK^P`HohoiiZe`bn(bX*GkcUj!Z+5|lv_BF9JqAJiJ##~OTS9`xs0=*sZi1nSNzj<-
zHOOg1_xIw$!Zh6Z?^p3RFnA|E@dBJ=gNQGwoRq_~w0KQB+X5SsB-UtdJ7YXU55Wce
zIZc^*S1n1h|9k}MzJ;3`f2qR?i33|&8V$WS%6_Yx&==&m1rFh6wSAN}%j3qNLc8?1
zPf~S?{vn~McPFP}RAK4X0s=w&w{OQn<y#1IbHPq_n7mC2p?vhnYN@s9Vc(x5lBb2i
zw|sLWfouF?b_P#<)jBVYlMgOKd}*=e<rk1lT8(L2?QJ{_(V9og?j_w`vv+i?u#lvK
zrV#8P`Hwm>jV3mi;&A*!jeYrFoY!Z)$OE|RGed3y(wR+5r*H1%bq8@~2sbjK6&wsq
zs>=mL-C7D+j2D>|^Sf>A8lvfW+)RJ0Eq4g?Qa)U1Y<g`DmLjG>c81;I5x5sseA?My
zh81ET|Ht(Ueg!S9uEllAI!sPRQ(q6FXV4<OG^FN=rE%oazn6<Wq2B^b^oD@s<-yr|
zGxQGE1SF{i1d{oD)gB^$A2)}+jRH0~Y<}-zNnDaia3Q~PByD_(nG#bPFD-4fHek;~
zt(%)qTHATStO|n;(TqT#ul_#$4GZeSC4u6gu709Xxu3i|G-I_4TYcf>VI<hQ5C_XA
zANYy{PB}&`dr`p8jx&*KNqvuf!;_5`-&gGm9sT+SuSelKlb2tR8QQ7W*C%cUNlKMM
z{GKofWQHq2;xaJ0uhvv%A0#3~HP#cgnjGOtYr74lbf#!yz$tz2{XJXLX(><~-IDIS
z+~UAU)86cWS%pS<RTtpaKwC<Me-Ath8aVRMUAsm`77#(TX#Y8f>wDzbF|VLxl3f%5
zhIgShf`XEjRO-Knyrm=Z^YK~=zLnqj@=ESifIQmtzhm>{M+Wip^M^x^;Z(f~d3-z)
zegZ=F!C*4wH#3nw6z6<Y1Ul@|)fNsg@T2u#K}b4+hd1wiD1`EzR1HwXQknn8N~zyy
zWAw~h1|9;l0rs*?(mwusB77YI2rwXPypJa}a+V6h_TVKuHg@>X(P?Nyf&SCvY)3Gd
z{DVe-v0K35tcWwvPLFKvx<tMC0hchYQT_Q?rNAekLHu8!hQNw?drRo27nGUE-8D@9
z%O(W}D_oWN?^wR0VaON=PtX6n3eGI18vdQ<w;w;eV5G$5uodaGfrE2c-oNS^tcWms
z@64G$P$K-Z|I6>Lvp#?K?m6!K^aa0`s7ZBAt}?#;Sgm2@Bz;G64W`h4eV&ZgQb<*%
z=0fK?kw4_j*5Br1{QE;C|Ngv#sxTB93q53FF3@nh0US0>r8$_-xbN~}?D~$m2y(0c
z-C+HKu`Rj|2g^QWn2o>BRpC})$5{=GFyUX7fNE)Zc_L`?MxAA;DYV7%tg(()Zs{-7
z2(T={zgr9<I0#T>=ES-42}Wu<AoB%*`H$hqrVP3;oL2xWm;BP<U*<AC4~@P_M&1fG
zh0`0lVu<{aLR1;}{F?dSBkHiCG1H?W@z)|mpJ={wsPWP(#|&x3lX1@1`ft9@_lA)H
zFxs}_K}EaFP<}G?gB?4tNXj#-|M#Kxj~<C4$Qv4V`d~wl4gDH;OWNq5)p)SQYipBn
zfb&37dH&7cMPTCQ_AMHJ?2h)|sssS2`}>@Kf6gEthOpwf9rxq^Ho(Kpi~chW|9#Tg
zS*WqmKi&nyRS;|6jGR6vk$o7KieZv*=i6651WBdc&HlYjAkrcRrltX7W0R3CV_WSp
z^<v{&;i!?I^^Ku^?^}|apZZauno+NrB`+P{$KRZgy6o|6RzLX=#5dIPpT&0V>?j3?
z0z9RldthQ>XSh_9Tu|Zhcw}o#zd_8KpuHqjOOl-dA(Qms|HfR9FSidCmj20eCnV8+
zcDPIe5gb1|BucxmUy~9zUc16K(UY=e`1`gbjz537Li%EoSQ-5nnH%L@hRhz*vc?E9
zov{U$Nnf`ih6&{JT6*_%d|}t>_gzc}ci~;m%lx|ua3I7s?a0-uB$CHO|JZIuVRbd_
z{<4`5w6D)48z|Ng#J_M^RZyV#-0tovM{M+K7RgKcCMDMp!Ie*m31-wC+w;h!MxVXH
zShELeOaLebt{?2gE=}dgZbP-?#E{XdChexI1Qwq`)g}KF<lXA|QmUrxo++&+@EG9(
zlZ9Ek@sqYyo@A7)uCBfh)o>qQspk4QzQ5e^b6rf5HcZlu69N7xNUHol+mdZj&gCa>
z$76|QA3j`=`LdgBAy}`gKmSH-d^=(()QqIF(`zP`3<Y?parj@y(p>?tR5o15#D*#`
zi(b+<tpLOEAFQz8mfSp!2@qQ#X?e}`Y-9or4Wgs?H{OYdd3%c<I}UX<q@5#lDX2H}
z>LVOK@mw{xe9G#*Q6qK9jMQwgH0<tu<#!iP9dt1$h>KrRI1+SmW57bY&}n=f$InoJ
z!H9UTjn{Bry}GyIvxY9Ltc<>M9(3|#-PJ!5g{q)f75$fM(d?NB@um8>r@gt!5m5P_
z>Md2iV0CZO*wYEA{fy0gGatF&Giacs6t6tARA=U_s*7E7J+(n+Y6m#z9DW|0sLB8L
zHw5BgkDS2}NLo$4D=3t;MSsB(jz4~;X>Uo@nJ}+Xy}rg0I=<EB!ytB}?0Sn<PIWZK
zm_Pr4Vm@v!r2R0^-Yx$jM|wj;?^jEIZP3tfW4XRmy)Z^sw?5AjGQ6+}6JMUz2|u&O
z9><YQ0qG<hY-C!x7;Ob#kg)-a`?fV|`{u;P_{Pj;gZrM17akKTxVu*p*)yXVC;<GC
zuiF7mrH_rx^IYumNcOtTSmoy4zx>|sMwwFp)yP`>QzD<2crsM-qSRhdf|f!~?(8?2
zshGREwm`;Xiu<efsN%-^W1xo;H|j5<Cjybf+D-Qz|EwA&u#QA*nh^2XUdf(_)cN+S
z#Jma2BD9Xj$H#i=(+VE^JrkJj!BQ%>aAjZn_zdv<8wKU&w-Le7ox{Ty>z1ANozI+E
zZ6t4T@<KwjdUFgs;JX7mC!K%;4Lle>X<PM4214BJmyU6*lhF)44}QvVzjm|Ms2~_j
z+k;jz&bf}s<4X+DRp7u+?q6a6nbwMC=b5+StKlEpK`jKORP0`JcCi&kBvNt|fC>I~
z@BlqMJuty5s1DwGK$gG*2o)U_;@)$kQVdRBD@{MsUaJf5?nUu3R(czQ@txkI7UQiu
zQdTRN?E>~ye!)M=GkxRb;aVYe;xs`qDYay-&iwYg$GB9G*j|}bsLxWg&$%+Mj=len
zuJ?e7^6J_^$C&76B}!4LMgmBafYNKCf`araHHrdKrI(>agCbR>Nk@<-3`p-_0fydt
z6^1%ADKi5M<?a_4zVE;5-dQVIS!CvYPub<!&)#RB7elE!UoxNSrJvVLp3IkD1Xae=
z9h^@wOAOPb9x^)v=-&-3I3$$oK{j*$p4D4TmR{S%#=Ea9A*%14MM+F53RHb!eEuBl
z89ibzn8dMaShG{#Zf-AEj&9YjN24ogcbAKHt{}QK!$sMU-$DJ~Tw+mTI(p^G_)L3V
zj`Pwj0GCNcMI1ZBRjyBv=y1?$Ib?5Bpj(^6FBB8-*3#*>V=uwd2r^2FF`-G8icCoh
z<;!P^s!3Hdc$aUj9yb8U?u{`hl_EyS81-b2gVg)_x~!yI&Z|Dns8{e>zqA}KZb&0-
zPnH{Be-&A3Bn`UQO};Kp6}PM2481JO91jN!mM7=2|1$>6SYLbIN$cnzF{aYIXSW-I
zYnW`daV|d?IPgxxx{X%-Aun5Y>!nkMke?s_pPx7K3n8}T)~)Jx<IWt@R%E^lAk(-k
zQia$Ep)vjypXWxqqLEES0N9Z&zQdpPM{ZnX;{OuZ^QrjL`EQ7!%&)K-l*MgV?MAJC
ze!0sfwZq|6mTqCCVa=`S&Fvib6_$EIiDLa8SzC+B${vHT4{zy`CcU_Yi4Q<mIq~dd
zkFGD>%?pkG$@DMe2Y3GG2b{IF$O^-G*RFG7^2*A}TP#akZ!R)0_!U*)q-*eaU4v|+
zyP}E!X1tXShyj$MfN&Kf4)-nHSSCiy@ftfv5rijiti85RjkAon8I<n?dR?4u;T2q{
zY_NhI<vQHa$Vi`y1-CePzaycv=~7P@zgUlg=gj8%Mv<r2R?`B@D;$T3kVi#R%k$~o
zmR-QMrIZ4o8})mEkWOOgS`d>Y1NxfgQ;QF#9=(rk*R{QP7G368u)QoImFX6bm6=Pw
zw{8}GHExKdg4xRdceb9Qg#lc}Z$@5G=jEVD5Xdvxj7|>Xs1~<Omu<Wz^Ok-1q&nKr
zVbL=t1AxvK?j8Pg5rVK_gbqM-+G!pMpt<ke3#cZ0?WT^ivXEJpu`E@oiS|NK#afnC
zCje#t@2vZ4E((4Lq<cDEeQ$o?@iV==(`Sg-rL9`&z-;Mt4aOb9ZWQAE@@Wqj3Mv%$
zg8!pPY<o}1`Yuya2AJgPGSAtU#^l2Gb)TZ$yP27p$&j-8FP=<j<l)V#Zd38XUo@B{
zWRv68$GjYF!gjE{vY+19l<@y*N}G)v1Li#d&}WOpn|zhmMu@A@7qcrCzAaCv_jdu=
zpO8!eB_WxU05@cA-O9wc@}@YgUMJONS4~eYhsW=_xNrZ1OUD6TYE(Ojk=XAW7$`6u
zxpE~jyEWKX_e*D7Aurgb3|z$SwkeLU^2bvI^0d9(n%i%uk>I~4MeMR_*ze-(?6TwA
zRivo(q_SOhsZBW}MFg?vQgYNc?s`?(G=_|%t4}}N^Nn@aMfxr*Z3kxu$T7$I-P|2(
zRY$B=__$FA09Sa;&lVOS+n29g35tLBs=l5#-B=|7VE0Zp-%e6rfj!So&7jmdpp+0e
zC8KZ%f8PQ8UCsgY`hAdk$SL}J&qvRx)OZ#?^laerrtr=Kh;n6bRUf5dR*pG|LUqh4
zA9Um@{ZpvyS7Y2wL^njFsD+1~-o;-GT^?sC7jjx;^zW@0W3}CQJUE_3<u1yM{$aph
zGCUy(avqEb&E9yCNKq=~yR4hKdR~r2#0hK6;#4%T_7uXSEZ0{B&b)FN{IVM(2FCLD
z!|3FX>v;*^Wfep`Os*ALF#rvCa%;|L=N?ZJpWMWi%JoS(+#Hoe81kDNu@or$Wqv-9
zP5#M=&dyUgj&pbL7d5`G3y(7GK?H_)+b2BNFxA|K+g_=NkSX@YAC&4iJO`#HAoxsb
z(2<<-{PWMBd)!@=6x|5YF*H=PTPp1Bq&97Bk~5k6$5$W!heJqF)ppHti*x1gz~3eK
zANu=006O8om;7XRqEWTMD*AQfZ5|9~QM-d&P>ei;|1)+Jv-tD%>!<dT1~Oq3Cwjuf
z<N|BRUM9}l{1B$Qqn}0ZQ9udwhri837BlO+tS&+t{?UhUPAHk0!{_7z%>$v|D@Em2
zY<16@y;y}Sh2l&;m6xACdX(MtP0!leUzQ7>p6LmpMRNPW?&*K%7MPsoBtY<4x2tY#
zG$tt@t35ZZ!WXzB){WaFH1wHg-$i-L6H-C1k&lf1J$MChJ?X|>itrSH$fN1TG+|=e
zCDSS4mJpj4WBMGqMZsV-?1gaflLQ6#vhO`3)I;~)n={Fq!_HBf2+2f<hyz{5F_8DY
zu(Ev8E#16gMhm~RW&iQMl6}(Z3dttaIce3rL{6|@{xOg9a9|L(V})*`b+kcl{=hV+
z*Qkk|)(Qb*Iu)4PwQBzh%1n^bzi;L|A`E-@_hYVM3n!1tV}aw>xU^{LzRNFg7gP*j
zyJ^b&!dAKJb!VqFS}kkhQn!qIX-CA3($U&(`ht<CShQE&dlcB9#bYFQg)BtTB}e{i
zND~z9#m5G}GCi9bq?%*S@m$cjzDajUH8Y`i2Hiz2msfbcLGJPQ-5{Ae^ndJVO^v&c
z-yX>LFr>9W2ps~rnS8J_XA1N4>5m?*WK(uS;)EMFUW>`rtSE>EUd;}Rep^!`?{P+G
zbKpjji%wc+<%>zFcqOv_5!A_zUf=@Yb3@0;<Tv)h!qzSxvEK1<`9}f^1YMqj%xROb
z=oev$uWxVDMBnILY~c066HcNWN)KcBPDD<6Fsz{5p#QZ<uzyjIvvBC~^$%C&3iN)<
zh?;#EecvRHZh@$ul_BU{=2;0O$~(%aL8&uzbah|7c|*LPnEy_`QPt;h@k8ngzXd*L
z!@N-4sDc5@u<-f@N#*3Yh%Muce(iUuJzw=o=IErne6ZbWKV`_3<aRXqko^pj-cAeO
z{*4BeaLx@%gswS4rvgA-x17DU;sE$ea>s><oLH!vOD!H8S!*wzYte=kFW4oHviPwo
z#{|WDEUc=_y>A>Qz6h>f8ri_l%qis61t-%8_spL#{q#n=a^=2luYoi$|6|(^3Kn;&
zo#V3Of4CpX7pE`_&tqfbf-y*Ve>t2^J0xrn-f#YZ5`26D>=x(L56I`&=QlmTb=;i{
z@3dUgC<`SWLnTO1{M@J6dH11WLdX6?)aCv@I;@`}zft16x_TDXhNr0Mmz2~C59hQL
zLf;xHE8~C8&$T2z?N8KB=QN$0rdi}G@7dgWI7r)sLS3a4deU3Exk(8`f<j;3B%^`y
zza6HRXm3#RP&enTZu&MuEcld-E$;m=j^0wt0^r^QS65!gpLJCv<xTdq&5vRy``|GA
z=`*?-K5NI0ZJGJ{cdIF7$Z@tHTo>1vQ75wUsJ6fNNOWIc-)_z9+Z}a}&c+xW(@Y1{
zbZDQR&la_F_4Jfq>@SyR&!!b;-?iQGtbypIf&b-x`!4!S@Wwx_7k+tP2}IaW-8_<|
zo|ZdEo5(tf+iv^C#PkBp=cuKIVTNNVpp;Nb+p079xw&-P9w{boMh0{N(r=sj)~f15
zkag~m9aIw9quD|Ij+{HU7xDgNmD15Mu(^`x(-=S(r{_|!m3%i0y!lm1*9-cq;(5PD
zLWNe_rXOw7$)Yf>_nNv&853~Q{dFrNSS9$FCBT8tckeDL?y-XdZz&7c7MZuYPkO?a
z^4Tc6o^aiC>S6Srzf+<9pFd6;4+>Ea-LZM{gbm@RygwdV&)E5{bo*uKrzYWe+Sdmn
zglnPA%t802WFF<c<m-#8XS|A5N;eiRZ9xR#RJQsxU<HN`WnreNzof6S`FygBMLl1U
zm4*m+QANj`#>#T3S}!b*_(6gPML*LNS@LeEk_}$s>wC{cWPcPC|8le$=={1m8KAzV
z3!p=!ov0tu6;j4ImqHn<T#FDpBICB<Q=oOV7lJ-1iU9xPhDNK&q0CNf)D&*bTKPf9
z8G6`-^71P}Vl>;`Bmb4&gi`?RQi4$DY{w8G>!TE=-KdMaZvUqK^xpR6<nO`p{P-OT
z!>ArBisWJ-#fI$e9s|mo*4L4+(b>I{iU|{UN}8i7GaPe8nmDRZYVK~-_2)rKsRSl1
zVq@*e2^#SE|BDND;5*cO$mFpMvLj)`BY|%@x#i(|PF0gKStR{(ftnhO<Y(8tXuR!;
zA1~(s7bKQYm*Xk2Q8(K;{Seu2volFa&-taRV#JQ|e$Z5Sgo!$Z^1gBSu$GwEV5Sf~
z;6r?UXO@-%!PWuZ^2V=GJZmg|Em9O7!|CtOUTmB5HCeuwBP~q#YyQyA)~v+_`BZ9d
z*dU_r|MSR5e=BNW%7VtmfN?hC@1Gw_oXi7ps$bZU59>S`d_XAE9PVu0*ROV`&k`X3
zm~L*3{$A@t)A+wJ<K^w`2CMw=H|MB_(i98Sd(DU8g+3HE`b=(aZj{(h`hP!Zw|F}a
z_+eT)E8jcZOQ~eFA#99C`6TMI?BU>GS-aOrdP6VA8x&2sHUHus(wc{p20+0zRz2L)
zwuB?O{XP(($uk|j*47y!b|g0O?ZYTLFa-n(8F=O?5~eKnLAn9nT7N!SL+%`yqAto?
zjwr>7T@Yu70N(r5=`*C%AQ}I96Dr~Pa=RLlWKl3{lST;b3uX<)q0~})7M7QPb+s{_
zwe2AQmkVLtT%7Tmc5w*UN;^)`U~l!*mYU9M(RW~6e~7dJo5P#dbJv1_w(A}Q1_{iE
z%kgx4;@&-_sPD2CvkP;uq5m&X27`<9k44x8?^6L*mjWUqYyK}TJM(m9BJ+fGeoW5t
zSX~PbP`N<L@gELjax&~9{k$?V3MnC)ygle>ML8i!pHS3W^!<sXUg7E55_<$D%8-9#
zTkK8N%sVWs8_6~TeCNNOfq3nFs>8?b?0`}Jeg$XzZ4WFBP~1aTe?M3`DJh8f^?wh!
z6a+Eu{&0H^0drJ3g5;+m;C%W9iRa(QrMw;9wXz|9aan6uuU}Ng4cRZXyYwic)v*aj
z443^(5iZ?9^x)lTdFko){3RYY98VY56<Q@hx==rtTs3DP{dRujMvs*=2|T<<Hc%`m
z@3R#CFD)+wUTTchL0<am)f*8Hb^|1wJ<QIim|~Tis<RA$y(Cx;3el%3b0fs{0)>^w
z&sV>SEM9wi4|%}O&WMh|{k`l@!ove_tzxPyDM(%Bq?;Jp(}l<(tmPy{!dhCCT5Dje
zfRt1v>5*k-pcKx{T-kG#pu~QZ_%arQ;rz9|)Q#+B?CL5AfdYy_$%RO%1@QKxm|!L-
zAK8zK<p(Oz5<o-kxtxS6lp)C>GFbSky^BBLgF#s>4yLfb85Ae!xYo5C*;ilzj^yf-
z>7bl<Q3A-Sm{A=*fg`B3I!@s_4E%0{z5uhb<YUBSwJ{$$QQb#Qi~;jq@1ufS=S5t;
z?0mJrEb$dq40*(h#Q}?s(1#0s{B)!d(!}k->v~lBKSabmiYEjcn9AB6dq@`s4Hx6`
zgMs3BBYA&wHzYFlxWBcLbm~*Dv4Z{o3z#vV<6!Rxlpcs;25|miT`NVJE4G}-o<Ra#
zO;gG&Ww`9R?Rd2h^^jj!qdX)sk>_)5ydy%#l>f^LCtN>B+j|$PEld=eh<iR{zgAKW
z<a!p9cwzN2u7FSVqpvLI0UNAxKoG&Vtx7P4KE?9c_FL=s=7;zTXUTsi0gZawnm0nM
z)-|QbF-W)J3E^r@<j65pTmONE%k*;Vf4w2@II~q~-e_xKVbMOiL~49uWpRe97{jNo
z3!#o@vXJ>3N!OVzfi!ubh=vc+3*JGR=6GGte=vPGf>ljcp6W8DNV_Dkr?*qR%3@Oa
zZ*HML%u~G`tj{#vVrrhIfGehte<OI6#0~9~9oP?+tW=G+F`SNW*w4WD@ngr%{)BcQ
zsHzddz|O8QB}+Yf^0qKneS0kMzxkhLQYK*JqFeMxJ317K>4`^&t_k+bDXFYUv9Rzl
z09&jfm$EjQ+bq#UrRt(eM<?~(KFf28Z!l$68h`C0uvqK?qbjEMfD<#cR$wk~IVs^N
z!4NUuV!0{SW~N+bc_oNhl0kU1yeMTgtkdlG8aPnDav=R}{9L>rAE%x*_@f!qCF;}L
zD4pFWs>~Fx`ZS4mzCTZ}a_95%YH(iXOV&KX=U=cB7y3>{{Mx)LzPlcnr9SWGL(-0!
zy9X^{1jMNfe~?PQ+MmjfK$cdt0XUr40~F+4sFC@%R@M+C5Ie5u3z9_K)-2)Sj^F0~
zGDnk?s;8w$-+viwplv+aXf~;#ro!zM@KA61s@5Oie?I=J^+Xi&77bc($&Hd|R$9g+
zb>?V)2^9JSj4q?3P%MH1KEI$C0Hq)%aRzuYSZ4-$#(DqA<gh(W6rzxbj&_GW3KrfW
z;1I?z3y7bUb;7s(670|EcyEUoNDO=1cpKO+4F{eNLJ|VMf+vF73>9K=Q_s;iu~Pco
zJMbUiQ%zW6Irmd6rDl4ScH|6b=_@mRV0ID~Xu0!fxie|Q2jwM4W^`tLCX<wFje}$T
z7_5swOh5~!e0kCZx{(!@h(S41E}mS-E^F!PjcOHFbwCSW2lfN_)7GP#>|R)$55xde
zF38jnjrcDCWx-Wqv=PwEr75L;2Yelcf5<P8Z?LM7e>&Nck^G1Ae4m4Up>raB^>Ua8
zxe)t?HC178G!51lrM)QOQ?jUL@dh*GitO4jrJ21$g`N6$uGn9lHDIChyr5WWdl^md
z77TyA=gaD~(V<pTV5jg}Hx42}@dGQ_)-J@A)}1s&x4dw|8cnpsaI${*WYOyq6D6kI
zSrQi789LZ^$5RxebAON3{SRegHF!;H|8?TeMHK*zA`1%iZ)Rl-)tYcZLi*DI#|-*u
zb=T^85HoBoud00XB}RPk<Yf29mU>Icr#nkq!QcbvzZ?|EIbiH2i_HCP)j{*7gLtC@
ze^zvy+^Kg#YO)qfhiT*0MLaNlw+ij32kzM<y**($NsLC!hyel@;FDnS*oiUoi4i}N
zpm1{&VmJ|nk4jzgvypH}T<ql)Zg0*P&gG!Gy`LmO<iBxix1<T!crgl@=J4-B>RzF!
zuUf4qtf715N8Ec_edz4JK5x3jhi;Ok?)6&`{u1b3!=8okQZmU0Z}wKy)z^K6IDGyD
zb8UkXR><Ez+RJ#e9q8<5b|!J5{hY+nk3s?hzxtnQ+^ZA`rHFU51F~hNuMA)!n*aTk
zq?^#SGE2xSsf1KSC?W}hy`Rxgn2l(MiRI3H0w#f7Sl{dJ&~5>TIu@4WDuu`vnytg7
z8dp7Iu)?R9E(W5P_EJ!~AqU9XvZJZ#uYkZafK>%ch_hwm{~Qm3fB_&<DCHY!Ha5yo
zs+ITt{f>^V{#_($OSpPqJ^TJmPVNRD3;0Rsu|wnEO|5);zkYh|@C(>@5hn7rQGorH
z4TRo>Ao7xz0OGT~{SPGYGdrWG9T(A{Qqu8sUud-T05xei^}8&=bCba0$DOq;yu8sW
z%?OSU_s{WQgk6+*d7!1<iXto3k$qLj1N%Z5Y=)>wBhEZf2GzEZUB#xQZD+eRac{oN
z9j$LqXz6+bln151@~0EQ(w<^jf54&_*-z`lNbpBP+2Rb@x<sH*IS8m)`}pnrnYmS*
z925&Rir+&d4Au9q4U$VBLTc%#kk#Lx__VZo)UXN7YeZu8YFr*)EucibMHf|suXac{
zv{13UeA%*IRihlK+Xi0SY|91Y_<-p6lA>9X;r;vmt?pA6Ii(-}?hUdocGBKz$3~35
z!YX5_gX5K$UeeDGi=S&nkAP^QP<|A~TybV$;V#n={CEk3xRsmT9B*lcq{#hboM85b
zOea*`5N?$(I<m;eK2wAOC!~BrCDe#>PfNV%W2Gc7gbYFo=7{5R=29uoV#%}~FtQL)
zO;mQNUPCIR#KI1?zH0_#=izAO0+=oXh~D1B8UkF0GbKM!@J|vpC??1w!UnJ&-bCU$
z4dihko<yOZQfhv>W|ldWu#gyr99!u|7QC=>Q+V{=-cu;VPFgz{H%Q~2v~~!ZmYQB!
zkIv>oz$JzPF3laL=Ajp105WKMTp)UUX-P6%Om-OJdDdvj7_r*hy1eS1acV5uc7a>c
zVM7^F9>a+p)1QH?bO<@z2LphEUFQ<AfZ}1bE78$wyp0I9Nc7u%asYqvc5;j6Vo5ri
zUd~+DfYu_gEGhv9JiE$sq?nEI2YSLGZZ50p_sShYsv0)!)ms|aYUTr3Py2!cwycp4
zk@c=&UcNpSqs<lLbYqRj9`~CFuO7_ZE>iQFj#t<5<JLFN8`}B0ut64XC~J2u7)pw=
zOcn?)Ta?9ysau=tr+XB*2Td|-lgq=@n|m=G<cLzabZqoC<l_c>jCc>W(jE7n+IFGS
z8Fbf?G&H^FPvx<m4aM3+Z^as3^fXHNOs3tN`g}V%{p(Ng#N<M4a&Z)!n*aadV+qsZ
zMv~zVhRymrze>yn3$N<m7@yN>?)^j;y@9-ql2GgV{?Bpc>Qhyu2C#CAFJ6+3ZJ{nG
z;Ebl;_!HT&)E+bq_l)2sGeIJ|uQ##dFN2J*9HG^yf%$3G%&Y%Fc~b;x0`k?>44y<Z
zgljJl#brj%Ys`;IM~cbc-FTcJOY`C5eW8#kPSVze=n<`Y*Vu$kX=zkK83p>EF)^Vt
z-Ya!9^Ih5=;l}wJx#uUJvOcG3=UUgyC9IhlmJ(R-oRF>Pd4$`Gvt5lW&smh+bv~IP
zw)ceC_Uchosh$mfPn!WYhfhoI`mJ|Fut2W(A(R9D-YA~(E~?u)q_n3>XwIvr$SObk
ze1X)3$rg*E>7sW^>#!m#l$?a78{S38X^9?8AH4|-$;6b7HKOr0Bt`Kev>Ew~nmR8K
zY^IU3wW6868kOADk=boBXr`vSV_TCI>E)SY_dqf(`fC7#$MDHjjTJ|W+TQ#qa)fwx
z_}o#H!?QSubQPHPS}2LN53^KpT)ASn;b+RG^q2U`Cg)<Iu*Z$X($(&C<Lc?%l{YTm
zzu=Z@2O;zK3;k3ZTIz!I3Tvw`l9u_l<VYGORa+H#d>A7=aSjXbNT6e{Dv(;D%CIMK
zRIa*j|2usuVVJ^deO&u4tW@2Z-4A5$jV>zpUBTt)c=R8L!A@xW@0S8!Dpf<C`~?WZ
z`?&4-)Ee|Cc?0OvS9YCE_u7x5%qZ1+X&oWTO4vAsA}|YQx_f&Wjy~T8`i7B}^=LZo
zS3k|>i4y2!!*q~Q@a7^AiBQ0(xcuyb{yC$K2GAbZEQ6+f$ZYnuX=0ESjhAF#4zbx@
z|GMBqUJd3fmt!L(6Rf5P>h%TXo?OC^Dgus(jbyqXc;)uiA%Pd}AvOXSzY-rZR|%iS
zTn}W}Ja@DBYN)n8cLKS60*IE!91&r<h4$MqU$=dFbw`aX%U(TEsc0e=$r0C%Em0L+
zD3@*$uY78hzU@Owo2bO34Upu0ur_Nu&FCB6wfjEFoBgV$3b#axMu}Nchw2Vajis|v
zh`iZ9qiZPLy-|CUV|=!Eo~tzb$MN{&p#B;7cUFj(etPixIO4(}bFicvm*eTE1PxbS
zqyJ%_Ei-jQA$DO1>y)SMUJ2$V*ovo5Na~j0gxz+hB<W?04>pEAv*YdSE9Yulw)5kV
zvbJ8S?eS-WCZ68+b*xvPtLWBOaw9-e-a0mune958pjn&~Z)Ea#1+5Huzc9u7Scda*
zTF2LrS-sfzaYo<F4XF*KlO=zAUrwYR!V{i%nrGu)7Ty?8Ftoe56|rjvspA_eltS?5
z16@f&S_*fw4E!C_NAz5SkEuxS@2mIO*OG*|RRv`(HdWs2c)Y}BUwWTc%|uFeNY$EV
zvh-Gy5|fx$9Lu{7o}%)<y|xx(jRM3MT^``C=I4L~+jy)JHjp4lbIo42*kN{a$BCz)
zTW<&bY0IjHh=#X#?R%rPL_ftgFag|N=p9=>h2iuc1-b3FgtFrs!0^v3jSl_9=|e5~
zG4h8hUP4+USrw|}jOVJK#z=~@Ap9e)?I*6ta;^DyTi6XU?daveuj9I7|3WqXD#_7q
z8PkQ%1+usZX4NKgFe^HZ?8)DHvqPlc`?pLJIz=F9*xp;TVT0)<ACH-nzQrqK@H2j_
zM=v{2nw)nWkb<H{-rCG&4pfwT*Jc#N6dF1-#{ZCgGLm$p>*c<M%zvjg`2ku&5V(Zf
z<Kz{0^dNA<$+u2>A)<o=(UE6jz49@7^H?<D=I)Qu^}JTj;v8F7OwX*f%p6zDd{27M
zDYHnX<9zGI;d3sqHb#`OChAw4gt~2O<aO~*4x>kNikB}%fKDnFJ#JJ%>Hs=A%=akE
zoBnG0&x!54$pz+?`9E`_X7^E=%wHR~lhi^AK5|~6rHfdJ2-h&fOBhNwJ1==)#{-Lo
z)d;Q|(wBJ)Z)p}tOYm;}W3eN+eK}m#b<962h|hg&teDVa0c!S&ix-38<I^o}G8-#_
z;MFKfL-ec=Ulr6rTxypmhLr;09INs=BfnZ}mMpx~j-pTEfO{F$ULq#jTgichU3%r~
zt6e#M|5Zp^P`RgH*@7ZVVA-O(V=j4jt=04DUcFyjT->8em&0&a)A8Y@9m}m+oATVn
z-b(T!dc1H@N{ux4Qy4c7M~7RvbY{zN{CdkOff@?eoqD4Wa@P6OlR~B4i^Dji)Sl;B
z)(1GkhjO4m+O*F(9I3ds3Ic$N)c8D?9haxQcJ@lEWiC*F>B%8d0S7L{R6k1W*zbhg
zh~bM~o3mu7wSn9{g`d~>4lstUwfu=P{^IK{V87sK2P49pCLty-@t|^R#woJC$moX%
zSUon9c3$w}cS5HG$!j~^r7_w_BLazf5PHeK5R+lTa$^uQ)5D#(TOn<@gA+~-`pW(o
zFj9!<uRvO#Dl`>1-Vmpb?+eVztE}oHew_<#M1@B58~)h&v4)mk%r-Gf?Vs7!x#hT2
zUv6~NjBy{=+?nypbsk;T3@7cbk4E16M)&h0&IFNPi$vOq>T=!C)3auHY-D|*!+hbZ
zrbTz*;(hG`r@qP0R+yv0*M2@i8~K9m$lFmC!JUV9{yP6w-&7(#SdLk8x^j_RY9uP!
z#p>#6@K~}XJ<mbIBa`T2jIE;@k+!nfSP5&d93I#$a9c2n(PGKi@NbK1WuSjfL+m&0
z6j@k9(+=h8H`@(HoisheWHT=j=&FyY-0&9Up7T_SO)kJ27hoC0!!77nT{DUN@x7>y
zoZEX>ll}fdrF!7U&J%Hk2(4SwEen7{0@_OK%dTF%>btViswQ_N;hbH;haUX~Q&j&!
zmk$A*o4>G6viDSzQzy%bn{qkzzET#F${tlJRx=Tqo<|he#lA<g;zpz^fz@pe<;+MD
z3{A?ysQ**YtJ2SF<oC3B+j4T1UPi2N?;=NUp7u7nw}lZ+HZbpvaa;Ql))8q7B7Tmg
z#w2>pDg-T<|IwFLu8wAx<i&tpXSE434(|WW5z-6IUv=3-=Pvh#Ic6_!e2N>_y{Y$l
zYK8cL_sg`Pci}-$c<DoB;v2j3XVN!Tv*)(IZ|4yWJqX|WyhfXQ%!6vTay$7H>gj4~
zd~(KKRE#$ZO9urC8<M-v)KdxiTM260sJlN8*DQ<C(uQ~+v*B)d)C_$v?9=auWG!In
zF4<4>20>fP0=(o_Zm6Yw_1GY^fRcz8J9a;-bjCzM%}msSE0wcIFuv6S_2j^O98<aR
ztV#3!eOe!%Un~UW?zf&W+OlcJzHWX&wZybkA<UtbsS_r4@_xz`9vHq)?E5DDbzfA2
zRWlPSDU2Xu8aVB;n^{3hX$d^@Vog6ov|(Clt3#WRGcbL_LGn>zwujX%sA5q^&M}>!
z*L~lNw>q=xdggNA_<qLga=hk+Q1c66=5)c9{C7PXrVWO^qdC5kQ`yS5@R=7&Tz9pq
zf_by+WREldA)q8l80j;OS5%XGABi8J&!57Z3u^0G%nS)OtM|GWWaoWk$gEh|xFC0*
zWUnQz6~Ze&rzPb)Zq7a5v$KWl^#P~zTE)2Gw$}H=-z?mykkL;Yy*tO@VVX)8o0nze
zseA5U%lsCxg(TzDj`eli%1mb}k0T>}dZ~t1UQAD0$r(wTd7YcnH&Xs{{KiPsNpr2I
z<oFa%X1&g0SXm5~ZvSXun|I{(3)P!*&JctNKodTz3&JDomIwhM6GRCa-7@v>U#h9O
z4JJ!=&?NdF{*B2<Rn;6WN1CXFEZ*DKeYyuxs5DAtG=6ztj-}Q&kPHFWr6mTk4KtO*
z4|(wQswv@h0)o&(@(B$kp%#g+slRR<jXAdW-OoqmYR=(of^v-Il7s%b-ep*iG5L~N
znX{?om9aE1kX-Ph7Jwv$driZx^11(dd|n#j_d1v4<l8wLCLYEs6OlPJbld9K_b2cJ
zXY)68ZW<GqY?@XDV^5(_g8c{AFXB}VckVkZ4EzQ^Jt@bM=b?`t26m+F)*0Hy&=$yn
z|4fNdU)K0X$fYVFs-D?iWz?&a^H8%Xy6AUDngJaH?oXU8kb70LJh<x9(Pb?8Qciao
z0pit6yRJ8bHIBW~Ow&s1=J=~OR9!dNj3lxw$nBf8^y1DQz5T$Xc?(jEzF7HsM^oS9
z)HBGNa&bX7$9uJv{2n)I-FkVJ4e-U!f(j-D3Z`cQG3g1&Ns!M2x%);5)ioBTZ3@~?
z1ZE+(MODuFg7D~8d>4Nm3Mq-q|CthCe)FTvfG!GGVa{Uc1;H!KZtHLz3!*rfdv_sa
zS4c_e6}Ye2x~|QtLnQhr`Ps8)7tw8WwylzUDM5d+hDI25WaiYGrER5L1j^Hx_HZkw
zHZDl{Vu~1F!>=$$sTgTrGP>OiU?_5gKB6CjZXRuDXfedpX&Fdam}T-KEB4<CI9<4C
zNS4uQrUxXf2RiHrNRk-Od2J6`<cwBECkK6_zu}x*AV}Mli7;mhpD6QQSw!0#e>>v_
zNaX&4@3*2?gVto5J<$z6D3$i6=i<`3ZEO30hNe&JT#qa)We#rUx8+u^%1AhVih6xm
zp7o-huQh;ImIwiv-PfY33S&efR5dkWb>M5s6sq|}YP^TEtc^4rm#aI$Bo<m7hqh)U
z4e#3FuY$&eQ#6L2y-I>x)_Q~wz6O--=r!xA?G2rhTmeT2`7fWMaCFmL+!+tMKQ_R<
z&hkvZ*vUS5qRJ@Yq%mZRUETBJ_bKJGQo@s%{+#w7Bd|a%m&BbkBz{b5KLj_o|20Yh
zg%oKmZwWiIa2#kf(bTlGKZ2yp$;D$YOu;juP`Q*my!&Fwu2Qg7(Iq%2G4UbW%Ok{P
zqP@ttJ+W1bVXp1{?|)v=)%X*Mb0<C?m_O8Ib)Nfb=VHaeV68>d6A~^%n;cT{T8G>?
zR(gc2V2oZAy<%Oqkfu}cQ9u<=j0pBh(sD3X8H3uZS9uyB2lmn;4&wM*)d81IJ=`Xg
z0reniwKns`wzIjl7OF0c>t4qhG4jFwZxaW39tiaG80~Jzy01pFBCO=);}q?^G9I~m
z&%b?;3eu2vBd*c|+@70xUNABg>d}b<Y4`O_jdzuH>hpx-L$6miNlWw$)_vSN+e@7L
zOGY^aab-M2)IU+XwFOqzP-Hb=7>Bor^G#OZ-di$(n1eC9+U#s4w<pP^LYQikZ=ua-
z8e4+i+Pbg{`v&IX>4CYJs7Q^Aq!$llhHUsmSgg~)Wx6oF;0UA0eKGoSAVziQV96cp
z`Fz|lc<ac<axf|A6yFwFLnCwlaVm$83zoVT?CDVk=Fv6PqW7%r_z7`rtJh9zmntCI
z(+5sl#xQ!jK2fJgdm0(tLJszaPQHul*0glz{v=*gCb94;b;Li`IaiYNgTvS_<Z3<+
zDH{I^aB>=%1BKn3DBy@wdHTFd%!wy()id8T=K7fO-kM!H5Hs&`A?J~|Gu@qZ$*%|K
z^wxr#h36QGhT!httC`8UhSWVGhP~Rx(@*dlupdQ-5)=lGMi!9;EJ}(rytGJzW%81<
z%xm`UbHPc0fjb?@85!0ZSv(-<$dqBTgSVeUpGL`8=THVex6Co>Z{S=g$@$0+j1r`a
zZEC5!)_Sk<?SkKnN=ueEX)s5jx(--znGv^@S<=JQ_M70-&1ZTr##<9#v$5%^Bh(pM
znkhjysc)o)YH3Ge(pRrmA3;qB9SF`!&$C||6BQ!P0(npnaIu}^tmvZ*kzFhmSicvX
z@z?nq+!R&JkD}_}h&QMRC`oeqQmg-a1|k$mq+t!wfxd9-RjpOgwy-0O?p=EY^GSPl
zPg{d#(U1O6i!(t-c~8d&?C7gl=X{t??sX*=YGp}DL9ixn_^XeK@rinblgPKv9)3G-
zH<C^~NbBkIds-?gzeX6i$>`h7e&e6}rVPIBmx5}#q(aVLP<52#@<c3jnbFDpa0Rwe
zk?9wm=VzJZ$5$Gu0<O2L8}sND?j4;-2t2SvubmA&7QO+Dsp{hQmW4)p3R~Zg8~MWt
zw4gl?akjawWAH_fVFkv`LM;PodL}5e<x0!9;7X>lB_XI7NH~F*yh`$L?D&NGVvuGA
z7Yyx)BW;s8i^aVYnD_ShvX@XhBC~kl^DZxy-*7bv7)S&rK!$oDzw_8~vrRyNeanWr
zhNkA;d8_;*lm%$$NTzMC^tekyyTNT&CyO|+!ck9^m|fg)b;P<2czdCbBl~eVTVlBj
zozpq<8|<LP*!Sl}0Y{FO)+9$rzC~<#TLVQ2xv8W#mFD?Pplso@uGmg-JD7XcPt&mM
z`*#G;_8ROu?Adkh1G|1XyD6&R4=^SWn6>@XB4rW$Zu!fz;;~vVu<wsNu3+zS&79J{
ziBr4;<wvALlw<XHs>!Fl$R+|7m(Jk}D4w$CN^tR16vz0#)K0+E>*Bf7K=gH%at3gL
zz;0g_zQ2DQz`K08?n4odyKFFy#;!RSw2|k&?zsqqojdreT`EQ!_kIJvP3c8^*#;)w
z)%Ro#tO^SAeLj!q+wnGWy}xw_d|kYS^&8ClxlkOCkd)TIuJ3bmxx#rfe3fG5VGVWb
z>p7O_=ZJ<JE#kX2d%o|ig-Vab*9%4j+TJK}@V$!%HS3r8_IK{#HcUy&Y0Earc>R+j
zZfKX}{Z{V<cl`Bb|7@@XS`6COFq?z>j=d$2$ruOo-vkpd@OkW|4fUY4_*Esbjl}~Y
zO8{IWBS_ituM-ibHB-?9K&ED_$C-+6GuqW@*{<;y)qeG9+&d~5b$~g&V~SjsS7wGv
z4EC_bPx<c+ocsUqT>B=8>%&<GQ%Svx7dsoDVIkfzu#fGbM2nKFjv=jwEY(~Sw*uVq
z`g1J<=~YIym`IDn+>Xm^@+F`dcVTY`Q9qKi5dbRxG?26I2<o-CA0;{6L;S&NQ*+;R
zJ`R3=Ctm8Y?W&?&^(&4MCS0u*E#em)Ka{KW`dL`$`ZOaZLnH6NqKPiy`u!7^+zh}#
zoyT{j8w@@DHnzOvrToew8!fhXZ14?5R-bgHwg!V3gUfv6otXF)T<_6`{T+TH<QQ^N
z;zLdR9Y~1NALPVdcQVJVInCz`euCXOZHG@Us~JICotI;FRB+$2b=^Azdi3zg%2I-Y
zPD8d(lP~k4--GmE**|{i0!OU7vjk~q4LO_P?M8WSo)+d~Kp407?UzJ0a0!>-B4cLT
zL5y6@8DThnFtTR3f4-FR==-fzf3OxZ7I?y=k0HRq6W#ni$EAHm1Q#G(yE4hGE(g?z
zIYp*SB?V>|`ix0qAinp%hpIaTZdc{FGV<?Ct$%;Mft>q5#UJ3h%cd1OwQ@PLzEa3{
z9~K$Btfj3IyUHFzmO+rwo^Vj4j*&2%+L&lR?WC%r@>=ZV>)V^eh4V$DP8#LQn^;?7
zKM89Z-=7P(OpT)D9FoLpG`~sjd*tD10HZ2N6}$d>gK=6{T<+1!Q<rPdu~CX-B1!(R
zYl_ShS*)<J<H=U}&(ElY#}tzq!tA=Xa4~Oh6L<<&l^CiEs#q>all!a2d-US{eSJfe
zO2tzYqa#G_Ppx-{1=qG?N0~#Iy*Mh-4a5A#wa<{8V;w)m%Y5jM=kaqyI|AmZvy*gl
z@Qbz<yVB4o?eBkW({yVxJG-{{o3$S;w^njc__<2qvE4*c=^UI3d;LZ7Az)-SB}jc{
zQ4H^N`RZcKMInv)pUf`(^2;x_Ywd$IlBCLur!HLccOKdJy+w+=)0HFeHQ}G(B-3Ce
zRUMUINBeB@5NW9UlQN<hIc5)WVxI@pn#r7vlyKGJ(fM@4jbzB7m6aKAoY{qKXCs?4
z-T3jpM=SXS<OgZ7{BqXuhzS-=6G1YC@G*PRDkaPdD76fbi?ROGFVFcM@#S6oxg+m}
zU)1D2rd=L;ImvH7_4T4Sv2=Y(ST-dnY{;}xTlRKM!@AeB6zr$yeA~?;zX~G#8z>5S
zP01CBK6b5X@bxv*#%F(iKad<D^;Yb!meSoFIB;5b(eRY6x~=VdP{RpMz0kcZ$!qnU
z)uFXM&%r-o&*8&+fDgT6R_c;$u#3hoK=a`5`KSZyWY?f)<8}U~@I0hC;O}ieQH1_d
zeA9i#ie3W_B<q1n@S*6=b>`SLr+|Jdv%TcL%qhxNm;#?I&Tpdqi?G=#XsLP&qQrFL
zO!iKJ?k4q7Ty2x;Y6e^Fz+d)NqbW^;p*gip(NC7*^(O?6p`tz>F5?MJP0buIfmgXL
zV1*~jS5_1fGw0{K`0=4)+BdTm?Q^>YjR-kYL66I#MsF&3D3`1Z0J^xcSB3}i4fRNj
zfVj{|8bT)KWtN7@-c089;Q?1c$>51T=rCTYwl1?qLWUT;6+=d&M)&Qa&7GntL5l%_
zy!XokSc{-+&ZVd<ix$bKx0uR+GtFfwtGc@COYLo1sk{Ye@KJ^@Ys*RIrsfSE(d4+S
zInQQSOw_7ap<~YrPuakY5fm!w+W{*v@$YWsk3Si`=4U`IOf@1@&9l#I^%5frPCX?A
z3g#C)QjZgUEM8yQ;2Kyz(6^M%me)-XD+o^+N-B|F>gjoh(P0QNwHoPkjMbAgRiC;a
z-J65S%i_Fw)1DK~h%`Sq*u>lsBqaXGwHFoB)Sc+|39Y5G6u`XhZga%sOq%K$_Nug}
zVHzF_F15cUWn7E8y|p{4urRIITqJa#Uff81#JIV{%OY;DE3<h!@&?Hhg*vCTUr}=T
zc=?a<fIjm^gbRpK&8zO9_X*wf<JWRF*I^GG#Fsf|S)?!JRJxk)L}qx7bdb!fHhw@o
zNe9Im&Pjq?EE7D0AgZ^M_ZYmGg?Ztpqvib3h&^J^+(t3dLU#piIe+q*#p-oMg5i(p
z3n(+*eX<R8dG5dFQAX+G$j5w)zXGS9TBL4EL%yA!N4B~`xo7uM0e&f+xZ0(=BB^Gd
z)#J8QP+K0j5%~xo&xX1zPC+1<g@|kI%eis#<ViKTe`0$2o~ho{<JDrxwkT&SGPBIu
zEHtq)FRZ1@rFV-p&rZ-T`$OZpx`DA{*!k$PzjSVndM)(wX!7R>j`HymB!!5MnUXzf
zB(rAMsFjK%s2iGpg6L}Ee+6AZz4l)$Atn3z0^g8UeYZ|_MA}h&QQXUS&P#Yv0gk0-
z3mX&XZ`*dQTTv%JYl`5^FnXMOPnYeq&TwB&()i{al`<16XFOH(RGhTujvLbq;ioz$
z%8Fztx@`?#%$sZ5s|@qj`rBU(c_k`$U~P8Q__Mb)==~$ii^5>bS<Quk6~oA<qXl6Y
z5Efm^5rg{{L=OK%<t0aO*LE^e5k3PeXk~(!>0GO@p8Zi&{_hl1Qo!srKHT?s`pjM}
z4NCVF^rk^Rb-IYFZ6SY&gLh5*3pz@#&!1VjAdr!rE@_C)!Y`Kw>7_&GsZEN_D41$8
zU<6wak;Ub?Zf(Pi^!E>S4cH1cYkM8w3}DwI$|O4ESR&*`38fGxz9#4<K1%rjK+1w*
zVz?y<Yh4#BzI}(e=NiJLTD+=$d2Uc?8hCJ~Pe#jaB|SX{d=xxDhBY)SmI+MJRk$&{
z?NJS-9fo~VWSNK?VIGR-Wk#OdyNk)PH<!v5H8k|BHwWLWvIlNpnvY@;Pc<@^6#|yg
z(X4^Xs(V^18?GEd6;NEGW1O3tc>uE{uqfW;c_}Np_S()+P<%LV$2fO$^Z6TYfJsnY
z3B|}<t}4NVkx!KQ{x;;oWb6!$6)d_3{d-1C@`(in(-|d#dneZ&DKpRbpE0+jXZ)>2
z*70D=uMO{{x2FO|qW-|#JPJ#V^OSaCL<R(}NH{~;0L?ged_|w_+UtF(5jtSVWVAMB
zfN(7{1Vj(t_ZCu#IY|E8fO|VK5+PEjY%yYnukuw*C}0~KTC9IWZMGP6N_68KnX)C7
zZ$cqx9py;&qrm>WM&lxbA}DWx&E_e>q(ALxTdr;Ce24AEM^mA^w+^?v_N#J44RP=+
z$OXLKj1q}H3cT$fftCG+2Kwi9x4>h^{1<jz1&&;Rb`NLj15sI$o#x|xpe#e(&6D{U
z=^x}he<%ws#trjVx#s{6qnb7H`n2o`LN#zMi2fl(+P-?l$1_9wSa`iRorZx!9vfsw
z2$VJFMhxFfPX%y4sLbT345;b*97S1BTDoicbaO;J<LWdYgr$3<r%2f6sHWJW-%FjB
zF3x3-@|ra1{yL1AIM#OM|A#_{h9s0%;<iZ}vpL&^&k;jz(xQKnRd_B!?7U3R$7^BT
zJgI^X);C)j#CzIA13A9}c&|F(Yh`N5ORFr^g@dO9zC3rU?jlX^#hj>oO0rI11aa~V
z)@|2?=tsm;$_2$88ND;Ld&3hWzap82L#{zq54b%)zmti;jEOm0Ur-3w_z?8-Yifal
zTjA*?DAb*UVkGYXB0`QsP(vPfeemGVOkK^$KhD7_v}qj%6fep}Tum%XZtwEN*%Uq*
zby*+;Kb)A_rY}C}J(X4=X=X6^uE+2Jrjqxzg`r-rAR!RW5-T2HvPb##A*MAuMx*oo
z)8dPNh=87be8wPiDkGzbuKno|Or-^$t3gxR#tg*VJnw)<y=1lXj1A$o;D!9TUgc{m
zng6~*`KsK5>QXDp#^oSH>XZ5iVOCCFUIb>|2D6>0fhtMO${mP0X^G)S6#Rgp^9~?P
zg$5fZ1-fNBx%aghE)&J=A3}gg{o$uNmV%<oR!X9n_lYr@-%%(X%Bd`Y9wgjLd$X-2
zUippq92dD;p8Xx7Y<jLpK}XG^lqL)k92)oSGx+d^74E!;6LmWoOe|p8T&DV;Sh4))
za&V^A#yzBgKsZHJYoiXhvF@NEZr&icDnKWHChzBTl${)b?gN-P_gT>4M<)*;fj~z?
zSeUA=uEx^36i_+Gcb8=u*ng^%eEitdYc^w3r+NU|zwYIS;B063K_qu+wz<dz`{_Mg
zwpvMk_h7k=)u!md74I!IEhpjy?lMg;!Q^*6Du1?c0e-%rWs8RmhmT4GY*uY}(q^yt
zNLIdxnA6o)kVH((%=BPjKU!x{aLO`}Gr!w82yq`~Cn&grwPLFQNjOy<Ywbs8pIh!d
zZe){m3mzw<M+uHtJ@)u}gP!lA#!gIh!II0?3~UI@9iTLix@0=p(16?|i*tp<3IE^Q
z*8D&)TfGKwjxw{L2vbba$j<LCsPu|dr<t9bh_;=W)&jdL@RiGy#u)-FjoD3p!2b=V
z*^}3<`6nxIjdv<X6xe~yK_y@)_TJXe3zyXAQ0*2d<+TL~Ki;C<B3fz$Pjgb_%U0@L
z&gEmLXL@E<i~8MU%3+denVIG_8t|q6&J0IGbBl(C=EiK4WL2T<)}&2#f!hBaki6@L
zX?wbQ8M~45=N(pDtCvSJm$k}E*!He-cFKR=qPeh@{iYFr^3)EA{>`x8mBbI<y_N|0
z?6)_h`~H0H_In8*>b2qF4t0jYzSc4jtXCW%^=R96gcY}lHuAekHIhsF_D^Dz@KQuN
z>qG#;(i$0va!$1x(VNDU>IL)_E9386ntc%+ANb`cx*CF+l%TJ=Fd@G@_8}J1?rhk*
zs=x2vy5;^jc+7Tm7|Wq_3^hSbLF1|j8ke=~D*sw%XvA<1uDpi)X3j?+^&=aLz*ggS
zw}0?0e_P$9!%+>gXH`t8OcowHP2VOt5-$Y_haNRBEc%}HM{LJ7(6^UH=59q?V*=cg
zE3*EHVZ0WGw3n*>8MWd~0VY>%?rn$=FJ8~=?`3hVF0@^>YOPtu&bK{F_jVUFT^uhS
zZ@@n6d3g#K&{<mz4FVLIIJr+V53#a?WI>C{*Q{8Z3(=OjhK!E$R<?w&<5+Nl<3?19
zuR2>djS;r|c<``*)3EEet33I9ywF3A5-eS1@mznhwlrGM-@B9x^xw-eL*H*$D<-Ca
zi2T0=F2^I8wygDLV}9eQXCj0T2F6{G+LLSG+9o>&M&{9_1pRqxz`XIu^1#HB+^t)8
z@2bw{^|I%*8b(*gl=$PQoGX9THduABgu@IXTWy$Ld^`Y^LlmO=@#DuHw;&wk$33^B
zvExH|RUJRQ@^%;S+UY1>!DGiO((Q3;>Q4T=a+r8AH7&Rw-EXo{8(zvV)17A@<F=Az
zi?1)Mwcm|pj@ZG!c_;2{J73nCk~8WVEk}0pWIKb(WQu180R}gJ@f00Tp!Kj=7C}PK
zs>E|>8%lNI`Nq$GlhnI>>Gd4q7pqF9mR;r+l*dD<onP&xXViMQc|I9DuIzV;{wHTa
z=%{hODfjq4(pBfN%wFiVxn8!jEJco%{2g4rD4A87l(T#9LUpH<6Yd7|r78P25i0B}
z>7~h&ReF!EU3T`^oXuU|sP@9%O&z8->i2LNa>Kby7SeTK^sqX`Pw(R|{@(W9<1VAy
z4=r0P&^oV1`$cz%-{<(9hR)b_3kGA$T@}=@M<J6$k(`U!RU4|7H_Dy;o4N}uUasSr
zzu`v69N0fchZ1j3{cML#yd7VoS>+*M=<28y<M6d*x#9%0+2EW$P2UIdD#Ryi^<Xl~
zUC8BW@cI{0C0$sU=JE`XgkMQ4zQhGTW3U#r#KAN2OjM}4pC~5K_@1kUlV!eYBMr1G
zJ9|l-i+PL8kYm<v$}7b2dYF#SkokfU@u~aVzv9MgXP@JO^n(1DoG-o=(^8@r`GhW)
z_Ata>eB}G}>obIGvfW-f>(Aop)#@_;%Gr3nm|?t>A#S<#2`Yg?bUX^^&%03L=Fy;Q
zSqX^;5z>5ibt|7|TFunYxt(v>Xl*yLIck<iw{KcjbbA-C7A6@-#0uSE;!cIzIaz_=
zf!c;kW)(mTF7_L}61Nc-+a&V(hbUEWv`9=>x=eOcsmmQj3B2Z&M+_oJ3akOI)bx)B
zbG2fzgEf#P2po3m|5P)5TwoA5aNC75t<~zv%7IIeUW>8CTc@*52L5@p44XfD(z+`f
z*ec?PeMld=Rq^5G+J-HTx3yN;Yq=FE;TVq|y?6;!>qF3gP>(1?hQQY$R|SMC%5NB&
zjwz92BrgmaPndWlL5oz39o6ML9<t@_p{KY!{@G<`oE~=J*VNc@3;Z3|RQN*9-(TQB
zeckz^$DM*%cFmS_D%~F=R=LJ@w3PMO*?DFxQ=W%q@t@gU%P8-EDO&#@oAM1?L})Ua
z4D|IcUWltw-uk{(Roh)9Rjj#q<k5@A@fhD|>m6l@t(igFA^t(^U5@#!WN4p9o#?(;
zE!(P1-h%(Gym1gT2~Sp*By!OkM&@Pq{(CiEeRoc+$KtP8tc8*Ks6=<KFwwokqBl$A
ztk~cFA~W8+4;%FIaHL*IraTkgfSlujejdbu-{HbmHMyTr1Mes<eJs{_y1MN>rs%Im
zV8M*BOfRYzyj-LZh07Q|e#aR2rQ(h7={+-N95irkapN05FpNKv?ad=Pdp;019K*WI
znJt=d?&`W~jNDq8AM-*rj9f7(wKSdh=+vnaf+TyM6)eKNt&N==hbOm((4!L~<1=~>
z^AtC0ZLy2L&Jj2jK<>?0eJCN=t!gr)n$8>}S$3ltrL5;%@R8~KR-0Q|6;y3b0MKd*
zge9n7GPx?OEmkNEt-dsV7+)cjo;MVp&6XF6<UsSJwj2s@yqW^)T8&gp;^DP#<SZGS
zhduAj7fkyW|46LDp5Pdzh0E0=#pqFO#|}4)rRg2Z_NL<#0(oogSvHocg=_)IN^=7G
z2qqQS=OLFyuklY%YXpToHImMZ)a0eIe)F0_b4A{w0*&9Ujru#neGS2IE-uTdTr@eq
zw82s_R_?cJWUGS7P1|Ohv#(Y?i?tCFv!<BU+K<fQ!Ui1TJ*G1#Gd4;9Z%jj5u;Udm
z45mtCVZs16v?Tp&gpr+0#weB9eOO*U@kRIFnAhhrZ2NxGs~Ltt`1m+R4Cv}^486**
z($mc=*Rq$0SFjR11D-O)<F!e5(~2l{RbQn>Ixi`+H<hP_JQkNTpGRxkJIq)6UT)~3
zc;Lw8ASt`DnSp|vco&q+DGEPa0**tdVibuRgj1V>=B(Y>gQQJf3RMWVNpNdx)f$k>
zF9I_x&uG_{R!pM87V73;Dm8oYVuoa$W~?A~rC?p?(Vf<J&|?WI!R#TfcU5c_r5Ux8
z176*B4a!DTaYcc5gR2-!W45s~BNgiI(|Y2yfG<;mj{lc}d>c&|OU)T^!&FH=QIrcD
z6>5ok>Lo#rf0DE9^n74#L<Wa}x*gKia&qx>Wj#O9n|C~GFeqqzyvJxEhpqcs>7;r+
z#%S~!!moDmSAKA6SFGn126$Ed4)}EBAGG>(tqq(6b6=@Xyy&%Fn1fyXh99oHh^lk%
zC(Q2M&EOq#0|c<|@29OoRZFdW1AJNKo6GAzl9UIxMr6K0eZ%-3U<xXp^$NC;X0K(+
z)y#+({HU$VJtsP*5FCA7S&FtFudb#>)5xur)y>GO`j`5nMm~nqvzIRHjx*R!X4lpt
zAgs?;xcZE+Btv63<_;nk#}4rNTQsRcl>gDwV4*5#=Af#-<-d)ax8I$J7<v60^7auj
zJN8eUwJ#LXRL2%E)4mKIEN#}Z;*J+zRxs+unpOVAZTjZU{rhB*jcNl}pWs)96=GQ1
z(Mr~qsvlq85#B!(M?IpZP&-42{uww8{83*)&gx}rk+8ZK<A9g6U9h1FOuVvdCGtT9
zs??~qCcBHbsamm8Xq)rSBW@0%;dBM{6%1tqd%}pB(&}{tvclCsDtxlkagG8Fgz#J8
zhE^D&J0y%{?`NMdl3*v%($dyek}c`Ui+N8FOk6x;y6X#I78&iszBWg7@Wwp}2_TSM
z`+ZsJZj*+{a202Oq?yL}?~jt)(YuVRm_gitMQuU<NkvE3A1pT2tRW*o3ZBb>Q0K}5
zVO&l8?xyaL9ofscb$3uCNDO)<a2K}2;j!^{gfY8VaC^5)_4}#LlxF`?{ncAMI>k4X
z)`?0v1g)cLa=J<GWcT92#SPqacJDuieBPGR(l-%W0(H3r!bCRSqT9FTE2e$>%v_d=
z=l$eDro7!Dw@B+nCL_2akRMG<EXIYif@@h!7z%$5*Df-vr#3^<uksO+UaIG-I#;zm
z>$yzwDnIu!uu7EKa{|+qgYp)mgbw<Eck%x@cg}W;U%VQ@8^iJ0uYbx9s@h!*yePg{
z3)!PzZ08hlxIt`ikW+F^x^cVwF{=4<kWzzcAADDa>GXO#6)|Ac$lk1crxt75_P!Te
zK~mgHV1sLxI%tR@qsG#DE!Yu_2@$KkfY5k|M;y=L7y%-~uBD1O>bx;__#&JN_t&$b
zXW?)+O`U0jR#ZH?{fGmB(CbnbWTEyT<AN{?twK0Y@N=p%ez>(Na@}&Hp{pHrd5ID+
zbpaVsbL=LRHZA)A=2-7$J6_vdBypitLY&u;vF-$w^okRsdtc!4RA|5LD&ZyKAv62J
z<qpINIAi)`gR*fE^DQUaR+gZ^I7xBrdXmknMo)rSXoOcdnD+@@3(38GdfkOc^_S=9
z4?)Xp5DqR6W}JPs6ysn@bKyd*kRH_?rW3gxNx>D=Rb|BVKI_3hZE*!Jp(ZXlofVUk
zISn3H+_u12Q1He`XpXzqea-H)Rj85h1?#FUuBDD-!=JwZx~Y1HY)uD_;r>0htyq!S
zt}^2v-<fU4ot=ZEDj=PE)VuuP;Jl2Q`e^(GJ)1DsUvfJ-5{ow*p5q2NhAx@L39-vs
zwM#qxUPm7+y<w=oJ;?DegSR($&Qtsvur3i|YO&@Q`acGDYwBi5X`#z=j5o4i5s;F-
z&`_Fgw9>*AJwi^YyhS(GJXqN2bQB~GU({NcoeqQw9a`zl<<Ug@R43a_&a#@%{|u|o
z+bUnD)B?!C@F<k=+bAIq&(qAI_qmHT=U|6Dy$J7Z>nDS&xwAdqiJg5^j?@5w7q*w!
zZX(+*2)?WpHC=quK3P~B-WuA~W4P;SU_6!SLkQ~Ch9kVJApt|>M*8UH;ynvA-pCwu
zy`_>*YW?p&@j9s2t4Pfod}P!bBeH!vIySY}?qY7fd|OP6x`|s~+WD>0YjL+GB{~!M
zu17JZyVrRU1Kj5jLKu(YrV6@dAod|BU$&VSBj^x&MSmM^%Gs&nO`qeuAzW0~)8^P<
zn;#AZu>qs{{6ZrhHcI!(*WO=+0<7!GgOU)9@5u?JgYR3o2>A}vgFvJ(Xw<;*j{Ee7
zvhmDL=U_~sKC&tQY29{q(|0A{_}%+TZM$iWlPr3h_zDHJnimx2xU&TFPsS|Vt+H(M
zUgTeRzR_G+IYmr{!UFn%XI;b(`7h20&(KztJhVholj}7#yFtVSe_Vh%7K&53OOMDX
zP`q!Xva~_CpwBzUo+m85yNjPh#zM<*?~)3kHfZDz$KUTv)%-tXy$L+j+y6hV)s4#S
zW=obz8$x8uTFIJy--gOgW66wtt1hx9+4prYjD0W|Z3x+o!Pp{U#*%&Kf8M&c`}zKV
z^LXgdLwUcCb6)55dcK~o=j)s}tIx%lWO^uu=$m*xMl6mBAhQ{N>ym8)!9PT&x>pSn
ziMLP$T|I3F&K#iM2|*W2ij8`>sqK1CG-QD}7MrXPfHa@b&b;xjxA|H~ClijRAi*(-
z-QtLw!DD7VHp!kp>LCa>w^n&BpYwi_r|t6B%{AS~#_he@#wjL_KMy(leBHwQ<lNzY
z1h{A`7>J>;t;4Nwix6@qiL~hb7t`KcT6c}MZ8B!&B$d7DKl%>~s}7@hWWy>iAl=Xy
z=8M*8J1Bz+8xL0RuDrgebVB{|P>}N$L!^8I9%eq#xe;k9C4q`~7|R86Rlw4L+LMUD
zvl-msmgaJ72Qss5g?BNPk$2QCp5NQHQqSk05)A$a^0s{4{@Kecl<q}lR@KwdVUC0C
zwu>#kq&ENXGG{5paXw!BuZj?&>A_9DgSG4#0@`JF*?OlLS5Hs6!eaUjD5iPQ0z4(c
zLJn&pT0_9wZ|(upPtvw(4q)1o!Xak=M5W=3^@>bssS^IJu3A{N8vz%6TMQXy#RWw4
zX}j)eQ0hGyG=0F!C+W9%^VTgzHd>?47ae_B;|@Hvpta<~Jx((yRyQOo!gE17aFcTP
z32;AynH3&5HwyhfdA7)QB5*)iAR!<`5CCy5I09&#h%uOtP2JLu=A}v61NM<xw=iw>
zQQht{R4o4rNuc>=1`|VM%&AOyKEb#2-pn-IG0olDWDET&Q+DSqnDjx22!?_qsJ3!2
zC0FU2zT+ozX8~QV6}avGf>4Q<N|JQLhnL1MOCg@>C?5G|!#8~W+B256FLE>jku0;1
zXI$efYL4;HD$Y;|{>#d>+=3bX(pZ-EuaCKvLj?x0?P}7bs6H!wz2{I<)ZB7Mt;<9i
z4|{k7kaN{>%w5>qv2<H{_f^P7V<TQ1Zh9!Dy7{K>I%j{Veene*e!LK8hu98&0MWZP
zk-fOUnj&8L2;e6{ttbDmkZ)+QfN$HKK<zZSspBO^eW#=QoYOTSXON5-k^*VJ`sa-s
z-okt-o2pYHM(yJ-q@ctS2p5|Mp7(7#w}npv0XKCMkm_>!`i*EG3d3(veG&VIMZBtQ
zXc!~@Ae2QiPr<|u%)(^auGIcs*E{eQ)85?9$Y}KjQA{0qDc<P^`x5#Q-Rm{tVyrmh
zU5B6P>;hmP=-mNI4CiUMLNktnfwCLzVdO^W-Hi*UsQLr{F<m8yDDqtYQePxl3jkHs
z@NH=zfl)KrrzmOaPBHaaM1Uipnr*H31^DoD-^3`Z0?v(=)J>3=Z@!`q3BiBx8vxCw
zMK%;{n|za+Q>xg`14P<%IcSWTPHI;V^2O)=$%ho5_A8`8QbuqnF#~9ZSPBhY4+k5s
z`4noH4YY=2M?6eT5-`7??9s6&uv8W_`7YWu7}~wBsMi$PLM5|TXwUEfC(9W*AmUKt
z><zVrIDgix`V7caWpJzFTkd~~UH-d50GrPctL(|lMda6?uo2%r^@npt*7NcuZMHMt
ze$V)(q6qL{O;h@kERSOKJ}02UgP+I}RoQ|ii5QqOU=6ts6WbSI{eag2H&{9dIF7#E
zoVrHWxCSIUNzdv`551!hmCfM+MIg{zg(QVQ%{9zV0=$|3W;+9Q<E-@v)0ngaVon-}
z<rKfa0Kz#TU*wc|snfR}v6TveLuE4O{f7@%7m31P2icssZ<Eaqa>37OiyR=BUmUx;
zgqa~^Y0qs{hMT7#hfv_wN_f*h)wioa<UyNdHa0w*S%C#uV50wGb2FqWgm^1R9^Du9
zMU%tFgnfE{ywiE~1YMIR$XXj3wl$_i1X}^N0_7i2xjABJ{bf9LX?{|^*(zx*d=l@X
zVB)pcTlzew^E}n}e~*rO8!zDUWR(&}GJe;u1F{a8`kxfgIIuVI#oRFz6fTw7f?1ba
zk{g%yR`ywBBo7<~_DkRsxUq;(RrysVHd?(q?vEqg{kC_3Fu@)Un2l=6x_KrzeB^Ke
zW$7BAgHJ2O|IJQ-u<gP;i2)VS{R5BRxV}_Q+rW-W_H~rp|L&DP`DO|#@Ir5KUI2ub
z>{%8D;(>$7GhB;jzWM!>{Y_NdWUNGL=$Pq-&S_>(->*pxS3#gvh9o=Vq6$sCq7jiT
z#b1FT)d(L}r*47sHMcfI4|R}K7Jma{?mPGP0wBGHJ$pAHUq0Ca6u_sfeXfOs?upI{
z&9$IVO=?*|KqmyKJ<xF=#dyc+R+zTh&@~8YIg1;VD*@m~x4T6!s3{QaUmWAby+cBP
z&<G@3$v#c&OG|Uhn_K(`Y>*g!<GQyn4zXlS>pwg(7JEo%*|>lN<4{W|uQjh6IvFQ3
z!Y?vbXvXULy?trF!XuwE>VvP_ymsk^Z$r4>zP+-EQ}@_pn9D+_&&HsTL-qRYDUq@!
ze!d}oNVawEoTcSFy;nxS>MV>=-^BHCm;?~#E&%{AL`jQ?;Q;~fs6XSRHYWs`sNfDA
z!`Dh3ib2Kx%O7TAUeTLtQ`Ai!Op?stj$&`Jm_<5i!Cl(dqXk^&?A)=jPwxe~fQFxc
z+8ppi9|?}W--{sYu$Y5RhDNynfoC?0ea@GrA+R>=x)Rl0WFK@$sDD!!RR;I!8vS$m
z40vgOVL*2=Kn((d@@b=%&TVHDfT*Wzv;UM^)5{Z&v=y$%9#TCAH|UxG^#+bA{{#?4
zXKb-zGEL%Q@*UU67&JFfNq&OV7CJ!dOU)+6?a(ll2Q`;C@46lQdB>Vh1-OZR<$voG
z-_w8-kRMxXC9_hxCx;=xd+|mqsM3IgHTfSFeqH1>*)p+x@=#azq3(U~r%s{C1+%f8
zs(kIrV3174gEB_A^uZ08Ed>+rCE23**Noaaf8I!QcT4vE2+NP|dcf|p+BeWz@b*Fu
z2!ZiV{rXRv!cI8vtFwoN2W~`Ys}BheRcfE3y0l~P4{i|=g+yB=z8m7r%Q$d6OoL$b
z^NR#-ZcaTNxx&IQ16>Bq1ewL~+<m_f6}BrzT&H*!4$K$vlUaEyG7$};N$gsul>D#$
z>8bICs)zpg(!&pdtBl9bJ-hTeeR^>1)*pKG=XCyT)V}8zd)`Zm*8OF`=!2QRkN0@F
z`uTl!zkK~k^xVRngK1~;tDu&z9bdg}?4%S*q<P~l`<Lz6B%AO)VKVv*OiY-#*a-ce
zyQM5?bz0!U;ZHL_MA>)Y#4lMlupbo3Z#;Wq@>4h@{pz}DB2=9<YJd#)-P<d{q?8&_
zpG_8oPB|9IIsnZdhoASe5o~RGEAeC$)U4;fx3!&!Bqe_UI8l4!z@>f&8{9W%`09IS
zMGh4elL9rUsvmy*dkt^td3Yp*9lmJhb5o%0;9F<1j{}cta-Ei$PdVvuXdy@c`+<Z!
zI7r@Z_ocsJTODd`+1}rw9}%MPrYLp_Lt`Rj5`T{=U+@ksJtK<^0u+7y<vYhZjon6_
zOI_#HdgqLZvyM#2p6^Qa78Avw4$b%X+5difWhr;9rKN9yY%&sF-)s+9aK(WR`f)x&
zLdEriJnHZr=heHeIWA;nLk%em$NHzWV@|wmLkhE%F)hn$!uAiA(L>n1`0gkws?GEN
zGpFKC<L`_v=#0mv)N5S6T$Qrk`TA(Un>VBam~ZYaVfgf|1)Z-?D0fA+ll80+jBeXo
zEH5YupQ?K)ZEVFH{!;NO*TXqT+MUwET94v<P}J<(iYEfD$v1<GSN@wFmz>;G9dDDr
zy9LPYDIr2soVVrenrdF4zX=DEh2SjNs5IsbT56=m@;lw__1b!QAVU>;PXFsJ6|f-5
z+-u`pC^aBD<J#rUy;_JdS4Z|T^soCMoAV8<C<yl$4!_)KgI;s{AuNuI*}hFbZZFw3
zX(;s-XNNPaBfma3w=kI3&`yF5*$x|VU3Yh2NNJbMa0;YQ6C(@SlAZU&dgF`ccW~@u
z(M>#ai@PgBHiQrhpZ!L)_LPH&vU1vRa8Qj+c3t>C1szb7HR<VjPJf>5S=F8{p36*A
zQmf`oHlOwvf{wQq$(Nf0oqLqgI1)yjr#zo4h%6HOk+814<fFP}H-ydI>wDK|+F34w
zO`hDA<WMMGv+jR0ye?j)OL#{jIPHyZKjE>4$=G>4n>u~w0!g>QEpCa%d~?Txg0BrC
z6UWX{hAyCm;mT%bYQ(x{41fs*{*RHA859a8sJIU5PfY}eEY1%G<dXN%<`$Rl$%Z)2
z!M=R|GN0lR0hfxsBS@G6@6BXWC@>lRZddK=v{xdkkMr%D-o!|nKB;rTVf!wkG2M&C
zku$l5j$BewoxtY(<^R_pL584t&p&cxT^~lx;#J_CH8yzS6ag74I5BWjzjEf&%uxon
zZ>?+@)xKi;;5$T$0(`mztM>ei)CPFRH<r5kdIZ>wLp40AcdU!M3Hm8nnjrlKSJB%X
zzxhkH2UcIK9V2B+?vieuVMadf>w_=!4CV_suhZu&ggr=jZX%<R!AGPs&b?pcz_BK^
z5vJd#+k95jbC1wswBECkDDG3qzBfG;VrSJbI}MJk4B`4!)&UPzD|fL@6i0@Mh|AXt
z_2-jVNGnCb=rn5mR_nID<nS}Z$flyp(;0YDKNdEH1P_jji&MITkx<_lzWdN+x;_iJ
zxNC>FO65<T^$Li$4nOa0UFRe*&gPzCYw<C)!#etpwTKuKT_RCv-oz)=Fl^zpYi|DP
zvvz%wFWJ+<<Qpq--8*bQK}lFW$S^Jc+{JB^Flnas&udu@)xJ8#&@aYeTp4N%>qy8#
zP0LO8;E>uy-X3pF-Irt%ohKVsf4+)C+xA|{GCx8k8P;M~X%v3;Fw9d?xn~O7i#~cQ
zAFd)Oc4{~Zh4;lItm9%EZmW%s3aj7#*zTI{5XNWsJR3)U3Fb9VF)FtzKh_I0SdaKs
zyYe(s*HRl9YPNSi!D@REojx4g9z8WIo-Ky*&E1JezvSX`7!N!Z71liDmuwGsvR;E*
zu|}bw^OR~lRlFjy$DSv;622qQo>;CoI2Zu!Y4<;J4|}GenGyqCfC=8-n+7bYMbg^r
z${1ozmv$;O)%%)%tYX`z?VM_@Z>2-LFCMTYj}f=1{F5f5!QsG%AAjw+QI`kvL-H(a
z$DD3*($uj!tI!arsLpgx%`tky8!e=8<Jvy!jeH|}k&i$%+5=oA<-2+2P+SZi;1n`1
z5y4fe9o8){esyq=mZEc2cWp^m;<fIGe&aSdRy+BGm^^Y4jV<-eb$(X7=OjgC5?x$u
zxG{_j#vfdki$-C3eB9`CpQ3D_xgY-Xe>~~{ezLkLV!;7%TI@ayRaLmXnHXZj9Xq%z
zOtn+sU_unp>lBKZujIf``%@@H(fiiOh;Ft6clD8uV8W{Ho`oQYJ13}|I8Eh$;YKiA
zp|f7=sTvO`x$@2auQYXzy0bS4`v=mTIn(vF(Hz8*bgo`g;!*``7AF|XAOAC!5~HH!
z^&jT8>iWbh%w7x~8ve(`B5K2Vp?9;~!PT-?yT$+b>SN5|TS1rsCtZntxN&%uAvDK9
zZJqqF4GocCigF9o!VLuAm*s9zRkKqq+>n+wLF=jX#1<(CFGd__KheyG;tF2}X$Jbi
z!%t_Gi~g_Ob<#vd^#m8g2_9h|v(iG`o{nV11E%z)aZjphj`G1rE7PXgXD)6~67!2^
zKkNkM`_x)N;iLK{%`cfIc-q-2U`R-{FahzC!-_sMS_O<)jlQEorY3Y$8(p>f_EHCP
zHth{7FqmX@mV6}H0os(bPyaK`PxAvF$!8tJROPI5Lh?`W@S`cdH%*RQa+abR)_wRe
zJ(l+Z`uuE7q6>)xI5hzfu-`Xo{Nnk*+nuUqgYGbp1i#KOJ6%2uk;P9FR*4TpL-fEc
z=g+Q3D~XQWzSnZz%XYaET>(Z4t%AuP+P{?S-~p_d>}-|M(cN~WxwU<Uk>VFPilK&3
zp-R}(9gTP?_I{}#f)HY9ZFD0=+V^5v8hKqGDFGH}N0H2kp5hN9?lv@_eSOZqlPrxp
zoaX<Dte+Cv>8pfA2n_G~^enWHDMbNJ$h#-~18rxjF>sjAhW6MqDieLh*A1rb4q>qk
zyRWR;4bjc)c&#Hxq@h`6eyt8VEq;B@B9|@jA3q&EgjZCef^a)C)r4UM?c93IyLYFv
zCaI`SKYa1q(Pe0@TjwDue`J}1pMKwd6&Xrc>5S+<c3@H*DLv|dV5RcE|36M#N7*jW
zs8Ji5RDWFP>p%J)@vC*^wo|Wled0hDetilpS+wSVbDr1Nr)}4po8K(}9zUL2SEqto
zi3mkHbh@k7FCZ-~zFz<!fBfO-e|y9oYu;Q=ki6apmZ@ZJE`a7#jVjpL>c;GUJvS~Q
z^{o!vnMXbKLAIe6P}tK{<Va^av9uNo#8Gn)NHy6c9?s?(+6x_EKaf-Dt)bzZ|7`+d
z8ej&y&y6=F3N76ce+kP*O><w7>;f-JZ<XV-=9bI{ho$b6PElxt=jrZ!y1j73{5bW>
z0aKB&D1isK(|JEXeUck1@o#4-2uV2I{_O`@v-7I^X8v$;F*Qx?&de(Odd1OE8YJUX
zHm{S1uWW6`hev$->*%h}>epz_n1qDl+J(J)mX?f=g|Ys(bktn8Zs}^gu||x)Tw!4J
zP<xRb$HXD$C8$69R>wGkoU3tM!!OM1J#$VD<B8*&%xs@>h7q5r&an60@3kt_v$A^8
z?F=^AM|yyQp^yKocQJ+*B3|;;d}3yrn)$oCQj?q}<q1bc2lS^tGU(qdJ2LJb=5?>N
zomcCze{r{fNe6(veFeIITMe)BOF1pxM$Y|d2~A;&M-%E-?gutxE8uS)UlL8%@bkr|
zE}e7m^(_T+`huIOT4!P6;gQqhHOw0}b0MLRrsh9!oYg_8KFEf`RTXeg=JMBVzcdCz
zL1f@u!``o9Qc;(-a)ar5DZ6KI3rxv?s=ti3?T5SEG^X*1f7(cbr>QKjgfjd!=ZH8R
z$G|#Q3^r45V0gYKIic7Bgi5d!CFiAK0JlRQ)~h#A8os`%-7jc6;*yN#1WvrY&Yw#T
zm;|Fcp6>j3IIC2-^NY4c`E~hbCtFj~>mx42Ya#Fp1-iw1*>B$pLTfVj{*LtF{iWb}
zChr<JQqUTHse+AgXXpIxbKrZ!roN^EDb8@A=MUd@NEC<1HmugGrL>BID}d5pY_4cR
z;{dzq{&SZQi}g2WP43CYw}-uI%EWOU<#97C7)It}n^SFN2=m2cSA^Tq<X6sg?{zET
z=koz>LhQ9WlD|>&>yt#Hpo!}Hjq?3p85HWB@KA)7Q%x<S``lbp+h_Wm)WXc_?B`L+
z@W`ThFJmHMo!OY?DV5OaN%q@;Oucxbp@qeHULS`-hZ<xNCe0VWy{>c{xW;t$&GNhd
z4s>}rq~=tBXL)PEo5y}x<^ysGjZYC!jIIK=tzYNIP4qu9Fz}D9zisM>8O*M9Ja`Hm
z!#$~=7Y`c@fNy;>F`*@FJ7JADU7i2(rIyDIu=poT_wVBm9q~!lJY4<>*a=uNRrBNF
zV;#s{_lT#NufV3jdi%6{KL17-ihGL*Q1^xW%{{jN{0HAn{^Bp@xz%v?^97s=<sgxx
zb|F0dOTYbu`%!&1GfX0_&Fc}bo<0ohPL_GKaCA%dmJ7cYy84gy)LOM`*DMb$?e)JI
z%=`Pwj}l_ft;NOZXTSNgGagXeD}S;{KY+a9J)ij@<OAS7F0g&#3}Z>iMhCg|u3j7k
zrc?@TE0Lcf|7g*v#`A$2lUJZJd0_G^{wzm_kod{d8Y4n4bWuWub$Bciz(h+ns_A^m
z1^dL06}Tnik!s7Y#}3L}h|b|G2^NUckpknpSQ^?hU6sB1lp1S!o-0?nAXIMjpQn1=
z0(>;N^Jysy+XsigB${jn+r}=k9aGbTJ$a;h!V!co0uF<N!(r6#J)UuCNojZ6t43OW
z%_@DQ-kJ4BTL;e7Hba3OXF?p?<>&Q$Ry{HC5!xqtM}CL1vv0sGq+c=vj-T%`AD>DP
z-5ohw^QXm6&(r8pb;>_sc`SjGm5`_Ot5$B#Y9_ih*B<7bU@C;u-=FzqI8OentC9gh
zy-$w3X|25wYj_Lbn)7!vALn3wv@RWEUQ}tcBNP=cR$GCA-SrSmTY#UXC)_e<i;L*Z
zqLn7l$>cJFtD!W`{DuhBVlfHDUvgE!LRW{4KlZb<WMF1H=5PsQ%4r97UI2jbA^tup
zNoUR;KGK<VHqT2dxm!TeDEhju5gt)z>I2V`-gd8r)=T%lxqP3mjWE3TDZV{*ZE3zn
zYNB!prITg;zEPLHKxY??`4aws>HS(C$}34~y**yRd}$^36}g*pbcUI|lSnL_PQ6gX
zj~~hr9UHQMtn*sx+NpoA)%X>)RPM(iT0*ZIp9+I`vNqpqB=c+lxT)&uI}8OHGe?E^
z!aUN4F)&;5z-5s5gueu-2Q7Pz7Rimhmxsqs2sn&!y5AY{**8&9=%2S~hBahrYUF5W
zmW9OwVU><VmD-Ku+n{aWeFwKVuU@KA_45rmnr{C<9-i_qZEY5aF!?Dcr*t=ph`qJf
zKLZ$w-#bX`bMX0^kchJ)0CMT5IYhmDwFfq)J^(wTqo&|UkUQcu!v=6ULHaJLraZ|a
zr$(^~qPxY{V?B7ESvwLop<93@N8-nxYGb3N=R`h#I5>1Goc&*5>VJ$?`fUzlyDV5P
z(U_>H=_u{tb?K@Y-{I=98Rpv>03rFgdK7Hx*IdfYMKW-^1r!uukyOLy&Dr0GJX6t4
z8!ZZt=(ZUVbV&!}S{;{>5d?jVLU#W%A%`|916E5lMKT6h#(nwblG@8mH^`IfSZF`!
zz=CqfIH|!hOzz%b*;)S;9Z?Jg7tTu({LyXTy)$B(LgfDdCVmJ>T-PRHqi~c_y2F@p
zj4J%Ee}50E@u$Fh>p%Q^nxXnyg+sx+y$kZ-WDF`NT0OMxmPh06w=h~}87%58uF-as
zZBYxHH-7T>9-uP$+7j(SLq~U8JWy5x{1esVq#{zpY+-pK7@!}sz%J{VnK3<==?2-T
zi&SF2c`*MJfPV7xsnz&TO)G(b<Zh7OEx`H|gvad}^IUM|0F_vDF@Ch@{xK4GPK=4O
zArp9x+KR)0Ovo_R`{3W8Y;LaWn@Z)g3s%7FO0`kT3>OAJ&oH0uE>?eu-|934`<sfY
zx=uBTjw|1|uv<W*QCA<K+u#dF?4&Geg7K;y`aftxKei5vwBU|7Dk=oF%vQ+jpI^^9
z05b^*KhwM47cCDR2jFD5wbi)1a;NRtk61hpZo9w*=sfE7oja+)Kl{tS7z>0R1h7X6
zAg=Qnd2c$&?lI86yZL^s8I0);ne1Rx?obZUpgRp(cf0dt{F&~5wE%v7**A$ZSE(M0
zf*_^sSDP0N1{)g1`L?g}5$y<)U(SJQ+~&7wxVp|b<xV{10?&_$F${|s*O*=pBQ~X-
z1^&XnmQ*HJQ~rZnv>>3bp&=7*=!m#NRg$DGJ&3vNm-W7#5Y9Ft8=UeKv3QJw1+>dZ
zvixfbVBEl@f3(X2^ep;gR$DVc<$4O?uDo#-8`vsTqM8N<1)UAU`EoA$Gco0uevJPQ
ztvEir<+<~AZ%uu9YjBT~K5!j*FC7x1tgB_GsqrSQTl4X&Q<I(r@FYd4)t}AKEJjYj
z5x=I1>V5CK*mo^N;xn*#0?{oq$0I}?ROsrL$tR_@yQcgMMcozxhN}2K`Rh=H=^5x`
zhDCd{e)*!Usg%&MuwL>q<hihrH5$_~R$#0?AFb4HS2h2xRG%2}y0_*1A2(30@YxF<
zP-r!kn!HxCz#re<z^0`|G{`d7p=`hv7}y!p4d~Kd`flJ6Io98~u8SL#w#!aUnv-@6
z%LlWM92>eT2Af=Nuku3N_v^@)P)Z$m)MmPEsxG;f<B%ft1!S7z&i~mVxbbHD;-Wuq
zNNC&lsc&q<SM$w-ZbFpd{U^Zy`>GkcE!NAPQ9kj$yHF1u!QR#%!PdMsmPTjO)}N(3
zn3hpkc$9%DuBEfnxYYR@F4M~ema|7*Ch0Hl&z;ZD{vNg?V#w=R=9qw>T)iQAexqc9
zaAv5)xuL%(>AIf`5zp&BA4c%BoplGlU7KAcd6ZgO2h9JEPPSXo)cTom@7~Quce>6L
zRVG0gG8in0`eMI)vmHX(q(K!T1c13I5Md;BT1KDTIMc2BM73Fa;PHRn#O$dt{#q}m
zJBEfQXlQAHHy$=HGK$E|dI>-b{iou&f(@C0%x;MGI{H51`EwfNPmNsPvFAF*SoUu0
zd^2LxDRz08M%TzLDlIMY<Huut7}adg_1DBRceZ&-wJScp^vO||iP0;LP4!Y}Z7(9d
z@bS+66vVcYJ*;AzFXuM0^8&o9(qf4@YqDAj;2i1&w%i!Bh)sVo(x~Ebb+apFZArj>
zAjjGke9eC8zE$M8cSCCbI}?jgdP-B+0>&x|MAexkno#AK7+BuVpZBt|(%FA>)+@S=
z?&16ESJ3jOWtyQC75HyOZ8}F00G8T9o~7daT|4&kPZ6h4)f3BniJl`AuooS&K}rmK
zm@NsLHH4pxU(ZR_A-^~cJR6rx!$XkafYgWK&+)7u0+;PZaQS=}-sYu_OcJhV<Uf!_
za~(a{vYt)7ku5s*uBV60_{HMw_IgZHWSo3tY@%>^=Xs=gLc$5$R;+NM*uDu&@M`yr
z7`x?i_Gm~Xtv=wGjmq3Bnwc(D+OQXp9BUOBLv_vkY84Kur;iyH^$ci^2-`gN^6>C*
zxFNymQ|*fmG#wh8VYc!2lXgk~=`*TC!|x2fBnyCr_ng1M!a(<E{f#~hn<!D!Pa)Eh
zr@(M>X8gzEbWsFb=4xAUP~UvALDr;LSmRS&SJw<MnK}j<nRCfkV&1*ul0a#kIMK+>
z&CQdRTAHomQ6tyd$*<?ElmH3^IyyQ9FJC@YdOJueEbA$=i`4AJg-ltM$F;WJdfO^-
zE<t6gh8rK(iW-l;%FiGD;K9EB-+kG^X@Ete|7!w#N9oCvBYx6NB+?_*#LbpYqVbCt
z(#sngQ4MKTM_+kQQ6^Ot9x>_aS!t@NMTLYs(tTrASUC3p>}tps*u>-WK~{~JGl)=2
zZPoXb$ACs1QK`I^w(RToeL;hr9ze1~6}AO!fhk2D!QFO)f?wBdZ};|O6V2jGJ><6c
zHgGb*9Vu<0LtuIS`iqRO4;reJP^~)HliFMP(AIZXpb4yvZP)v=A;G5zeY5Db&o93z
zE7|~FHE3m7(6;NuyztD+b#WxO8Tw$YJhpC=V{Psnv<bOIM83|vW}kZH=SXnrj1Uw*
z$@1Ppa5i5~pMs-|X*iWMc&3nA0XiOE|G#z#Lt5$sToBGClbR(0mpriY2)IB@LDeqq
zXtc$K35&O0U|@*hmf}>OovjgfzM?;Sp$2+Auqg2u!}PCTAz!1sZB`n8HKE;<=IlB@
z|NioZ9v}#Iz3Un1zoXOdnQd))qIJ=KY;DK4#hut{AvPCwby00?dGUZ~Hrpx8gTBY0
zewn|);96r&YX{fc#;2NAdM^qY(SqePZJkP<7-ePN*0#N@#|7!xb&AE+bxy@E33gIN
z@f{X|EpziZVCunpwL$8A^r$yI3ro7c|MJtCk`k&D`%6fh*9~A@8O9g001QT@MQ?v;
z;nD#F-SYF$cS-t%6BEm}(;+mEbTtf2h4i#c3hH*3uQZhjqJir<7?v*Y*=hs--_UT2
zE~ljAVSwMW#VO0}a)Z)|9gyNO#J$Te{92It@h@Pu`PqHo;FG@?7~%@52d+f7aP#x?
zC$wJ&8+VFhJnMDIy~c+@c^)eo$VK*IJ?C@EbM!egHWJ8~TU=4nyCrpb^PlM28j3>)
z3~c8NY(E~)Hx}KoSiY3zSE|ilznm4z&xXoXeH9il+5MM<oIU6XM@)XL5^`G)Ad^r_
z^oD^!)a2ZY+Z6C+KdGK?R5IgYIZaO{qdU609*MV+NNqE(9eC#-Mm&(+J+n1Jw<DNT
zUje)z#2$@!G&hQ)U0guM?r)s+Z%$H@^{(%9<r9F)-!DxLiWi$*%rX~KRYAPo-K|5;
zXyjgIdwh!#-J|w>W^;*^O)9Y{tGNtp3~U5j=T_Diil3aJG~P;11fKcj%OyEsT0M*2
zOAsb3DY*w))o$Jry61~^Eq?ACgNi~}FkySNLZ7>U6*11<eff0ipj)-DB>mymiEGNL
zQXmh03ZM@+PwhQ`nYaP9<LdgsEM$t?4_;|>Fe7OV8QWK@=m)Y#_iu`<Mn^^(-oNj=
zys;AN=O20Wn77)_pe_Q9{*!qI1){$4qc%->`PAntAqYuc1z^RkU%%=*IA~UO@_&ys
z-`?@y$y4&suf49iOV2#c$uV}o#{Ygy!Q;fWWx)h`)(O-^rXVnQE}_q6*RC;6O)=yv
zo%aLZ;J$(S*=c)3HFtRe+uAv17XyH}x)&@k;3SZU-BV3EnQv&ZWiNK~ODA6D>(K7L
zmxm^aQcU!r>G|no`}y^9Cicj&tNbC>1uMgE9V;Bo0`>5cn$pr%S(8FEn(Z$u?c~a=
zI!w`@6v~8_$xZr*LCUZm8R@_SMnEY-CJ8(AC?nNF2%u8hm+6t$y)@jDSeYdJ{Nbb*
zuLrk`j3ck1q<pXAW*ockj9{hG_`&%j>3GS>gNlEuBTSk)26j8E&+Z9Fpr-N+EzX0r
zCbWyL5_`ezrOg~QJ(!(JqayLt*sNF7>a*h+DiA6?2LAdvI9Y~ca>`Px-0A~JkMu%+
zWIzFGdsR(iCH~J`BI2l{WAXBpTj0#-x;o(94fbcetu*yqa}HvS-bEW{&&@pmKrw%^
z*#)utQ0{}#i=JK=T^*fm>u>RmPoWSGZRtP9c^)Om`TAOIZF{ygH=CF@XU@$X4fy+b
zUV6#*&Iq_}K;U+pg&^0}&t`aOD?p#1UjHGpwH4!5w6Y}3QyrWJ9x^p;ucxT!@9opZ
zG2Nq<`VJrjy}~!X`!x=vlgAZ51;#K{!aVc8Pfv6b?#apJB>FYiito(*Fk0Po0&5_C
zWMA3{Yf-r1GcG$n5{KDxp+4{!u~B*X(p&giO;zsIjsB)It+g&r4s>3g%K7GvzV}Dw
zS*Gsh7cb(~yTgeaqT(m#Zi4ZJrm^SDisCbv(l}6G6vdw%z31~&=^qmLu>u1O>A&6j
z^_B)8;kyNr3$&YUK;}L(Q~FFeGM}XLx;etyehhzlUcFtzj;zEc=C17FG1V)TsG@~H
zyq<Xa2`Hj5E8CUb@dLNz6i!G?*uHPnLENOJrPa{X+!9LX+PPC<y?APV)aSvLp9(E`
z(p;}C_KA3{i%Vm(TpsYyjg5gdzDE*xxOt+b_p5<Vs^7@YBukKV+W@54h|5)p3Z#pB
zFuRYqenag$`G;};%=U$8dk~buBYJHB!iTudB9qGd<v$90Gf#Y)qLAEcXLJ!r2@gTD
z;`*iNRO98Mldvw+$>wzpclSw8KW%*(hk@c$sR^z>R_{ec-8b4C(8W3TCmC(^Ts?98
z_6c69K8F8N3Rd+tO$$y+-HDxYqat~Q+n;$w>H4%geRG=kJsNG>9x1mX#>ctl$I>!<
zxGq3Qm{XxlN6#v%#RAMv$<S3H-3JuKYsgS-Z<BZzl<D7(l+-(W`{xxZtvgT65BWS$
zh_Gn2i`m_+Cjd}6R2A7XcG9gU901GPUBsE{RP#=D+pXue1n$`{Q8@TT4$y~WvR@20
zZvMV<ufg$drq|+u1}#TzNPai$GuVg>988$+Txj5BXXMSkGMqb?XDA9wPjX~V=WiG)
zs#!Tuf8mGlq;yMl%((N-5{M$?4?BSu*p8j;xqev-ssbf}BJeU(ljfH{sF1%a4Ucbl
zttV>)t+zv50a1}c0#*0Iky`bc*+w%^l~xC;k9P!az#D?s=Zc()A`b`{#hslkWaND?
z8$0kNCe{ct0r=qahYgNW1)z`tvcA4T!}G|6VUu~1aPOOjYll!GFBP4gUH1sI^z~S$
z5#}ct{=5Y9sYJ93_XIF0n-bKQLdf+S`-`4CDQ1-uIl(limH=zZ4b-Kto<4mbjNG=9
zDt%o2*I$V&Y%NZJ90myS)k(8~`$1=|?WPLCJ)eEE#yy)cWD&j+tfuGp<;$1otHSWs
z)tJ;m>qz%-X5R>Q_ZiL+uZ<k}<|9;9|7F%UYF$zJsz+fuUAL{urx_i9FojLbNsHvl
z+S`$0J5;{$H;^Y>Q;LdG?VFnW0m)8y-M=dX5v2C#lS*2EgY?~-FFE`gd;ZYSFhDR#
z)sBcwz#(iil+JhPCjG5w%HQ#P+`r;k!s>Dx5**f3<p^ALynxDmBRarh&@%dBl9M0Q
zS3IlxYDIGlrU@#Zygt5R4#``wKRWOlK08;L*;*_=V^8<WEL0l+>U4YjQ&FPp-bE<;
zui)|_;9-;doKgB_q`dFJ^<WWiFoQDkP${Qso7w*T-rRLzz-3kc$K**2mflhIyExne
zsw?KUH=g%Z<Xfw_c+I(Ev5qpifFQAL?wD+C<$eQ<oYH@eoXng>d$OXpBHxFB)!TC;
z!x$9iUw-^6B!(p)AQt$DtIomRR=NmW8gzRfJ#l=Sdp0?iJXD#}6h4~)P+69_h_t0;
z&-U8X$WVVV|G}spuaRQ(^%y2Ba>C8Rhk-uUX1$0aG`{PacpH!Ec6K`X|3oJTd4=a(
zAatE+C_@LD4eCm`<=D<HFCr!$VlWAP#>e<=h%>nk6$XVvB?7uG4i_vC^kOYV<<zrS
z(t$cCyz0vG-)(~uD8~PQ>i4b;ZIz&)lXrnqsg!qwBK$5!Hyuujv?Z;Z58?OX0qBSV
zl%S^O2WSF-KZ%hn)i3Iu2@py_&4o2zQ>yB$RjeA@O4YlS_A{<oM{jBKP7%5ekDJns
z```g^3?w%KM5x`$k5}T)g^clds}vts7vv%%DoWo?+rVJ0@fmh^u45IK2REy;+IRX6
z8cea4ZLJbjgWQ+yao>C+y|=o`rHE!M(n;;F0Nk~(g$x4)ZM=}_@{j{CA;v!n33WBE
z2(|i@-u{4xU$xg;?t}%r<~GmhnY1_7_W*UcPQ-9vUYh|Lep>(b(=h7I9h<?orMSfp
zYeTjCu$AevuE8I9z0!>Hx5rwrsU(m`Rs8HmL-W9Z79rO#;Rz)f*0ytb3*lDVJ$`=G
zx^btK-dzoN*rD&beKe`6XnXU`mn~FLF|Igdjlf&n=G^TRDdio2sog&V!Lv^GCD$=O
z*)g7)kKhns?*Cxmd2zLjjI(SVI?o;vld;9=B@ZRs*oo_G&5)V__}a@#pzf{#wgKcp
z;?77IcWZt?4mlE%tifLZ$}Qq=0OT7}#lebz@Q5TDo>FA?>8_TxI=KOwZhq=Y0Cqrj
z)|cV)?(N&B!W;b`p!B%cw}1zew;+HWb}Di(3*Q$uuZ(5N<%MzAAK-Pgp6+0klzPH0
z^sEu%{QSD*4vh6-M+_UwhWd30Z}tY3D?_(t8}dC7AFMsMTh94$`D2Wd^-{<*-Q2MR
zY)5}F+lN>IQ<6DscH?D>MbF;GX+o>+MIrkRabBa_CSdJr*|YdqJRNujv~HUaT`q!@
z!q@?SPjsxyY|*DgP8(IM2ksEZEe!eEbq@=VT^wv{7~M8(Gh;o7o2a;xzr9Hg>Eq@v
zpRyN=9GuI6i0|+D=+(Z=b9RFteT!ED@%qnmC^xBeesiBCuO@BphD2bC#E#{)WXL8Q
zmRwH*%BPRNfvrE5SD`}mnrx$7&NAIk$l+Xb4e75Wu4<z7&Yf9!sJ(UF$g<o4cdtd;
zOuGSpYI$YthkU|CaaT#>BvFnYP*ko2(gTnm+Yz`Qj6_cettCp^MgM77yw|^)m>)t^
zkxCZ3Tx4*$elxSeI&z+L;<%!Db1YNk8X4(XdV%G;nd5$8Cw?GDm*+ay?XHaqWK3wE
zWN?vr9VSwE=>Nnyn}8r{aj93e$;Rb_l+M{lq6g0v>7;i{0Zo;wI!k%Or!T*=A4H$h
zTbYw-evmP@dIHJ!{FN8&A3wXbL*;GOhmoFZQ%bJ0Mqj+HQKkNt6TUx-g-aBai#J0h
zj0Hf_!kj&rP;AA8Uo)k=de=yfL2GS}K{1J*TGylLIXE)1U5v=&ZzFvec(%7UYcD)E
z_o6+h@8kAyE34mo&1NG!m~?mI1Ji5&_5tAoXdz5wcH=YC_Py?bbil6r%0n<o2to`D
z+&@(D)r!BCwJlYqYMb86J-fJpZ?S)Uous81HBUk=n2Z+j-Zi8__ZfbblgJ=^IZ;~$
z9w_y*%X4eX!+wy~9L;;()q=WmNDSv?3~Nf@#85{F**vCh{QS2ad6nS#^n=s2t3t?`
zrGm2Nnxak*yDv4WK;v)?=mxsY2aWcZ={$FX`Gu@>-eRf?L+k42SG*c+_=`6+Lm5qS
zwyFs8dunpT%0R}?-SzG6yvBc%v3Hrs{T_~#Eo%kQO*+Le&xVQa#TcsU<G%|-5(BvT
z_(LXu*~z6j!jh-yehL-u|Mh>ak_v#Wwj*8Fg4JUCR_%B40W=I^t(ArXIAwp4X&#aq
zk%Y@VY6}{bV`$^6XRSB@X5RMby}wueqydE2H_DHA!QRi3t~a({{c`mL_0C1M()%op
z_Sf%d8`YH6mB4pgNmVN=(ehz8L5yu^m|VWAJk{}>Pp?n!vS^j!9Y@0~9?Z?f$ClZx
zY!hMJdFV(ojXqDLC1<ny{~K||);8B4f35+=&CJ?G*36HYTJ>A~*TYk)A55>=XW3t0
z6U@GtT0aLC8bD0otxDSV3wYeoCUtrqQgU!ij$3g*B)U_V*{QVZWSQwR*Jtm=Mv&x}
zOi%f@W&BQvUyW6<b_=)ELzK3@o>i%_!dp;FT?J*Xp^Djb*TuV+0lx&KURse0&N%qO
z;~<8f!CuI@%+)wjDjA~HC{~&^vJVLl0`D-0=#0i*biv*QOv*)(TyoGEuA%y!zjt@P
zf~}7_vPZJ}p?Zw9|66Bjfh)sZ?YMK1KJ9Y@m!)<JSIKBC2h2RF(ve>^jSuD$PH)&S
zYYCH|`iN~EA(^EA<h^!HwyMKRVPnK4zhic&r-U^|m+u*RxV}AxcC6sym~PyKyG>b%
zC+vZwvpu<9FNn_C?)&SjL2Pa3!X&HqeMb`|^W(0olXD=yeRpM4v-kDA_UZ*mqz#Ae
z;vUP?*0r(z8kZy;7h)wjRv)IfMQNqn^uA-d{MmGS2ewE71toh>d{L8dfQ@ntmZgvy
z^pB30{TIqFf#n6%8vwcv7(9|8KrRQGJ&|X_#bA0hfeJ2BluomAVTnZsgBq#~fA$lh
zAaBDs_%O~SIZwCvARC~jtGa%ZMbe^O1*5MguMZ!via9AmJD5Wxd**YnNx<KmXtObq
z#M>B@G2@>DlxYgK_(G`M_6+B2f_1jKbm`uM$w^L_vz$j2_QR_KeX1Y91&p{08sFFF
z{np8Y)A)Yc&PYv!PDyX18IvyUh)L;}BI)G2O~-b9DxS3%jBJd1&a1X`?bf^+nb<)1
zbOv*F%%{^1L1|E>n;Fj3U_AwhVTEjWYgoLWP*;h??QB?o0okdD$lO;t*OGz&2l|=|
z(-}KKw#$9QcW=7-=Eq!W2*Bexy!f}kp8i7l(L51J8?Jw-3WQVsj&Z%B02xa2nH|W{
zffxnxe*4o^1Xa<~Z;HcroT;I#Gn)&IXnE6NN1WY1IdXGS-gph<^D}M5uCo-!^_jl>
zqm>S98F-(+RyRoeu3Hb1?&Rl3Yfl~YuT~Gm)&?ZA+BSwPN5E^{NO%}puLns~(ncw_
zCrR8&{dSt$0^QNZ<J*_3N)53QySpYU{V6vX%5<&1Gm9pu;0{tVjB4y4K^01lHqfhY
z(a}1EgoR&O+vL>emZ;U>0f_fn8@{*Xk%ay53_HyqKb<$1D3p9_d{46R$$pR85H<T4
z)RiK2O_qRXn3iYjJ$KY2`YI^;_KnLRy>Q;M9UIxM|BI?>B60EUKeUBt8OUWS?MaXn
z%>`s{1(u;*c0?#{`r*e=i{K0J3v%)&^BotD!$d2Kjj9~T-?KX`1rrcsBXI?=iDM!R
zmz<;LzXDy%TH50JY+JD#57<8f0v}jFCd2Og^En7<ENq<)cAmV+ww_W|RbEvU?#>?0
z#;#a6DZag@D+7WdIdRIS^l%ATP+{<Eph$r<+J5OyR#?QbS1PG}#!JrMlvB%;A2CLP
zWhmh><ClG~E4<Ql1n1neb(kFhQ7$0$DBH8sfG0nnHJNf<crE)DqkaA8rxaTnt?Gu?
zukT4A4lE%G-_vsIctU%`R?1xK<OQk%*?$#iUH3p~t=G`n!zu2fSYyT~Ly&L8=}60c
zuNs>t_~A)tz|>YcjOZNea706bhK!6OCvPAlT17{28%CEBR8Yv_x2?1>Wp~(R;2x@?
z<bu)9=(-ft*f1!L&%~M0Q9^+c#hIOL=^Rs--muTQ(7WxS^TL8)TgrV<^#JDE@359w
zY6NO8ylH`;gLK(e34ZQ8CvZ`!N!J@2?@F5!Y>)AX=Mk`K;`JmW*>&xa{Q`&SY>Wd+
zZHfXZ%{;XDAq6*P2Qv)k-T6LA6Pzb__L+fxFZBPuVjQrH<~n=z8l`h8J9nOk(XkBN
z7ZAvR^vtOSw@pr+>Zlj->ZuV<sz*#s!Jw~IP!XG1bgM6Z^H`?6ZuV%U^Rh=#i*~1X
z&S3e;p<Q?5(1EgErsV#?qNjri>-ruNAyX!@)1R3kK3r=5^EA$UbZibg)@ojkU79;<
z&USCoyvzueeIWR&f;FDIfL|QLU9YJET@yl}`mf{ZnF_8f;ha~O%J-+@Xlz!nxp#mS
zFLt~b5Fi}!5__lApins#r%Wf~RCCz0F}bXzCAiwCU%NU&$HmQkOH)g$kdJlX{xkwU
zTcUR9_C3>7;OwUY;1aF_cv!J%PoZH?p61));>qO<Bal?ht^*yU0tfy<in#nmwq{Ec
z3G+%*BXOX&2vnAc%DQNc&#5Wr*BO&OCEvWn3{q+PrIoRp5-3H{4ly$+oJ4hc6(e8^
zdR_*kbys#P^%s(EDS>>vW&G-z3n*#Nz73Ut3K3AD^;7q+z8RpyO9zxe-0UAmHZ%-$
z3Lu?oD8HNS#=`lKu+v&VIkyn+SGv9GV2O~7`#xpa^RXGz^DFwbEU)J(qRS>G1bueW
zq_%%%!NtAB9-TU+iv0F|odt*j07n-VLGATOi7PE|bt*3Bs|pFbv=k*Daf|;MrMJ0s
zOCw8NdL#qX>Ski5&YO60D>HKz7?$W2DfWLIv`20_<;vr1H6zfr0Jo^~)fqMSKCeIw
zx*4tZF+mZH51$vUqFXC1J^+4S+l6G>6i=1vV(P_<xu>G_3$#(p!jY#0K<dr>8+N82
z;l8fuwB9aIohId_J_E%yz^pGX3+6kf9am-b!wgl~Usu8{1d1X$?(&{in;m+ZDT`2j
z?kKgriNaA9fttg-8tgis<ylvs<t;S^hFD+`u8A&fmm0CB?})RoPKEMkTc^d0dUdYb
zDrRN2qAu5eJDGoi$jm8Kz6m;k5XwAesSl(0?C3%H!tzlQ8Ba~LcT^4prP!}KDiXmF
zH2qQs)enKj1$f>pQ}0=Z@M<#aqd%5Z{?!76vvjM1R6K~o57dTfPA?<3=_{PfK=gpL
zOpwsIxad2bB$bfEZ#}@75)i|Nu$FdOySgCw;18VBr1vd?)^oDavO71=Y#C=_YS$&V
zw)fYr+c|6IAKjg;KwgJpb8*8+mSY16y+2(kEFRIzCh4wxVA`NN=F^~l<Om*Tp_rNK
z?OlDSn>ne#b?cp85jXG@ZH%NU$|x-Ht~QIP+VYBviFC3ikXZfz0A>W&NM2GX78E}_
z?En8{X>~&zXY<kkOONP1vnT9hBva%ytskCLp~ZCC2F2A<Psk3Q#KfsfZUwOWe5VPT
z=ST&Vgb5Mww2&ef6n(8gMf&#Xf4Rkb$99+7E(2;%Sp1~PL$H&j_Yt-DUC%1zkVgct
zh1=u%)r*XK^Rq5LNbJydZJPA+^#c*aZsNNxi)$mTA0OZno+c&s*PKTa3e5Z@3ZVoX
zaDoK`1Gmpy^o+%%^bom5tcG<7L=`~Uo9qimr}9Z1)U6J?Xc;BKN$y^cJ_W@wVb>NH
z2fQP!1eN>{N_%af&P^m@J1zm*M`$Is5;q%ogr#e2ORnbfxs`W5Wr?MKYR;~iTKd2#
zCIJdz&KLiG!KSqW8$LCx{1y~M%oW^-@tR88t1Bsq&b>+GE_?zcVFab{dC$TF?<)2A
zAz^Ku^1yk~tIzSkE$Y<PJs_-A7QOPS1`7v)Gdh`}f{eIi-C`ddQ7lg+EZ@PL1Z$R}
z+K~GlfvA#v?`B`<?YIMUe27iOSn16TMxVWQb`U~s03!7C>?Y9Al+_<o1Ud%qz0GQ@
zxUOTJ(%ZD+Dqvwr@)3$Xj~+F*SO})L_F~9q>JlCLYYWN*L-AX#k<yz^=m^#p&^*G6
z+_HqN(&buKDj|y#LZ*c4`Ao>d<<^m_pU;D{F|~a0aMDA0<=$K+(b1bA@Q9?{=@Viz
zCuCN&jzM$Tu<vTHAyaJ{%6MATLiuBBfSqofKA#DC_iz?TkxSxG<o}n${5DS1GMA`g
zP`MrrIS}Z}cNC!k)y9QSaW5|G3B-8I8WidA`tD!kH513&-^n-0(?fbpeXN9DcXnY4
zBN1c+dd<XnN^6WNL-KmDgz))9n$c$$NU1;<UCkja@DG+@86W?kjl_ST+NkpL3mo-1
zaDxxT7tG8&hDpyoQ?1Wcua~f!AM?{XRW!4#r`y<GmgrDz_S`v>-FUNRA>J)2I(jgz
z@hM?LCVM8u&5sbpX^4A#Poh0RSh2M9iM)afkF{reb%kR?3?uK`Q9rXXgJ+~%d*ZSK
z{QPyrBS#|Ir*AO?*a|b$)C2<|gX$uFC&|>u@~tdNvQSCxiIJ+D!$NCOv-`2DfP3hf
zZk}mMaI{^Rqa{?SzZ{9|Ht2-wO5vJqw`eCT_^-)!@@~l|7zQK?6s3V&vtV?`dwOIH
z0UZ4q9HS0>E<xw}$xdq#ui5+?7|3~7ZWCHW4*aOiFZ!c?b0T>+LL2Q6F3e)x9WYzZ
zjlD4-GQC`B$B@CpN6AbOg<aw=4rF?gotr9@T^or;7oC6Dhyz9Is?mcD#-u8jYk;f;
zOs9W8eh&@UrUJ9E<L#+;HJqKlfw?fo)>)Bp9T}~y*;Qk)jC}7z94g=!%MEc8A<G}J
z_g}Flb^cMg_q1qH{6?8k5yT^bvSat7wx+gc>w;Gm;4mV&wu7O1gt;m!&+3Cw<rPEF
zutoUxDS_qgl@`p7<JW1dIQ*|fyY83Y#G_KtOs2bP>e4GQP*!!>k8)L;jmC*KRC#Ti
zd_Zm|XtTUSVKMe=FzSu-=h-szqjzRXn`L@oZbSWpRe19Xfe0@uO!)8AAQdE<8G!u*
z)G_t;TGc1dgIB!UK9qAv(1XvzznJM!br#bbu4<gkE|$+{T~$Jnz8Jc*fY<rfT}26U
zoYt!yWk9KH&u?%V?W|kD$DB>-JK#C9z1#UfSe0ci%w1W}m%N<V(iUy%Yv@VlvK^Bq
zVNack!qlqawyg4z_CZZ9w3Vv&?YdU8K{+;2Y6A`vE2(danEkdoNmPJqzrjtcW@81t
z!z2{_8zP}rk{x!F;(D$Ni893fMWv3<+MRIKL^+Y}5x29NfRNX#!`<g>uFs76)Y+YP
zPHA~v+T{qP7r?Y6hZ)CS^Z5)cmtsO{-yIWAC2ODkDZag*<{`4UyLzb7a4;{y|IG`;
zX*-NO1=+a-ShVfg2I^J6#l776ogSoGTr7^<iV<;B%qs?^A>6Zp!Lw3<D4IwdEJ%yJ
zPncMb0R=fUkVX1oTyictNVu{SNsGG$?G5ZbcVR|$!||zr&442c<y*RvDik6VJEeI5
zU4~fBhLb)wDwSI)^`hdKYCc>GB>|?ikJqJtHe!oub~tq{t+gxRrh|(*5Q=V$-O=IE
zhj#&kU;8|%-$tzR)y^iypwdV~$4_pPn<zUJoc)e%JI+kVYJvtPepNI2dNPm97}>Fg
z<8ES3ibN#E^@eJWnzQlb(zwqjp(o4A^<~dqK9FUTkn=ES-=H#~{T<Gv;6vUT<<=hK
zt4`rv5Lat8Zv`K8eF&{JSM*LEXev^Z*e^9VwChg(7=tVD)}CKd!1O_TaXBX#^vBkI
zK2s$dB)HaOEJHyZ<Q9O~AI=h$EwNZV(4`Wd@<i0u?*L|0q3AhzCck<B3-?@o^P?k1
zKH?o<+@jmqY92e20>gJIAAg(n{E;7JH+ZFQwz-%tgfu*M$QW{D{Hlx{GKQ<};j_d2
zP0h`POXglSb2AIjZWq41rF(|8OHI3YHtYSpv0nC_pPXqk9SsuG8`6#N@JFE0a$&3a
z8g7zf(Y9qm;H<>iNp^pp-(*c53XFc_hrGx>8MsxW@&%^7Y5_SQRTQ#&_;#U&@|SFx
z!7V+My1)-xsOuRNW{}e(i}v5l^)JM7g2o4k=jFhR73AeT1{z0LReQ~wG)MEbLF=B6
z0X;X;2K3x51(jrjVwtdKGX00x>XwSr)~1NHYeTITCyr~p{$rX2ao-ClK5YKu`Gm!_
zvc3UK{FA4aT)=~y0U|n^RwSB`<&~UkMp6g5q-{Wsf?!zyGoIf2aGWL1Vfr&v0xmMF
zHO!K~egR0lS%IkZSN@UCPD7(i-}kw5hB+@QEKIU~&#!?D5`8p~;)mDal70*ec6Ci;
zftt@&-|b2UJN-)g&*QWbHaijKM*FRFYV$WW^{l#?%och`2ODT0vpkHe%VmH*o}4Dz
z*?GYR=7qJjuIy3Fdd{mWHtd2^*L;0@J_q*{RVk-PkZuH_3W_wkf=5VzS;j5CShMT-
zto|sCW71Wwuo7wGLR^5qjc%$ARRR@&oX*JZ@H=BY!-Gr(06Pb<q6AWnjX|q41SbP`
zc{Rs;tMo;I#P;w0sO_mZ*=-^vIwdv>dlrsxTrs)hh`Se!@zC}0tkN?vsUF$rtfn4U
zt_%CO`M5eO%~v{|U8z*Q+5Ze^z*zlZoFwEy<{t4GYann-KL8jy4=@sF@a9jUf32fZ
zb$F<U-`Jf7NN%UCEXk2IeZ))cCcr(PA{&q-%@L1{9jN0T6w6oN`+QmjQ^MkFsUJcz
z(LokpFzz3`%CGLZZJQ61;JQ1AoxpxkoW;~;@9pGFwQ)I=%fX4yZooRr%V~v?Llp5U
z>pF)tx2SIo3S`c!nX#oBZQ}aVT>=XqGk+0q^%WBeMX;*D%gr{0(^$UkG@@Q{k)ocO
z>kH+!TeyQX4ho>VQLMGt4XF-y_2cI59to=hocd&}#J;+vWvn<nDP^e|{2~(bW`s=P
zCMhcYr)5Sdo71;`8Hs<8!RB|!6sgx{*sT%tI$71#Drr8YvWxhQT4>D&OUi}kddf|n
zZ&$Bzz_s;UUw}@{CkXn;CzVFXUS4~^J-flW8d6{zKA_^*U%wZM-?oYrztLo~JCF)#
z@iEQ*Nq0T8Jl73vm!5J-jbPzJl{}06A|7S*%rgVtC1{W?j)*U^jrc8UAm@8N0(ILI
z=+|EB=~)78L-rs@Z%9>}zIcI8lyNIDW;Daq`t0<qeR-)~ITzqO1h{HO{w;YR>VUNE
zL$?D8dyBTR#$EdU=uG|SGLLHqMGghgF|qeRt3Q5w_Y}CW0QzXq8Dm)qa|u8$^+FjG
zAD|9Z`+m3{!1a7A!<v!%D>MN?wXREFFeA3VgiY@BKnjXtjOcntG1ZU0)Nqn1laW4l
z<`o@wW{gtBee;Vxr^40Qzzcg*Q*z(#Wx4)LU;Q546Ura!=2-s!vG(3kO>JG@Xw;(|
zE22^a0xBXMM0&RY(yM^9C`b!UdN0RDFVdwey-V+40U{tEHS{PgK!6w^^m5mRaGv-5
zp6`zP&t(k9Fv;F)uQL1m?K!0zy?aKhdmd}c87h`c+BEE$h9&#_)~m02o*yq@310B|
z#RJU8rAD)Ct-|5d_oe9h08~*-QPI$>PRQGSWWU6^Pd19NRzAW}3roZ0=3KUx@qBj9
ztWg~x9&H+)`F76J8^2I@jRy#Bev@HKC>sb&Tv|vPy!=-hgo0&4c;Q7QyO$h;08(gM
zFqDs}px45TpN<z=zfo>Qfpp|dfFk$62@({2iz0v`2vCC2bQtHpnxfs8XW0fpSXvUK
zI3y&rW6w+IbxH8a10>ajM`tTbylPiBCVOy23eC-C-gQIzhCiKg1=A;OUK{|Kq3zBq
zQZzbaR8`j+>CPc3dB0Ud3&`beZo~qfZQRo`^3<wr7C^6NaoI-x)Krn;y$_H8^Y5_@
zYVPiZHZ=`WNvY4Y$)z0MK%QSwW4z+J42&Vb<=2MK+LCx@;pQIW#&)OT+Vh7u{<^;A
z6;$qg-x61Zl)G{1^_2qMm*$TFI%&B%7HKVg|J^mU$5#yc8hCQ*DLt$yUcSD0^ZoYr
zHy6h{)ehM4_a6A__LWUn*SKozsDq(H*S7b}vRl_CL^k1Bv53uU1G<)Xdw7w<KgcCR
zq{ep~N4>gMbxfl7c<q}^?dI8Pnc;a4OuLd96}bAD=4c-0m~|D}5p4ZX6tV`4)cdA7
z=kyDU$FOz80Tl1t7Ry98$`C3*$E-{*#1Cpm>b)$xIWZl}#Nf_qG#S#k!;&D&7$S_z
z_t&!tFh?Ty2PHf}r&*mQ0!lW2hC3u0`Q@dw-7;Hc6MNoj(AiE5&zx|0X_AXR-zjc1
zjUSv>q*KfzMW=r`PFlcnV02?LB{=|B2=ASde5JKOXSP4D$Gh@MW%8rKQrL=*gA2VI
zD3ZEckr&I&`q*;wpO9iK1Fm`cGGi!H3o@H5H|*4ba{1oN6xP6?XI(50_Mx+G^Xx>Z
z7{XuA)<Y09zqqu$SSlAR;fTvFDq0Ym6A;LV3{~xqnZs~&N_nJg?AZymyjGBv!89lc
zUhYh2yk=8R9I7IAbv55<Uk#=BCK$q)SQS)@(5!Xn3=rO&+84}A^6_q}vQt=Ek8SiE
z8g%ZGsD@V}8vWBk1BKTH{g1_e;26q(;xM_5QVuBgvw_zxl{oj<U9-g%mg?^;O;FhN
z@oG#o**!4E6&1ugrson%du_usRED^+rrXIld&RuhA|)m!!?4XJml*=j@-#?Ypeud6
zuts!J2#-PvBBy5Te#TiEb&U<IkkQ`l?>>Cx*3Er^AT&{?vHnO@M#&s059&SDQK41b
z*d_N|Z5FCgTXw%s_LnM7p%}Y@_I5p(;c4^d8Af?JH#QA<*J{ztO_-3K`A|2m*lW8!
z9@d~8rsy4aM|{K!UHOUp(i`5ZY0ZpczhC=*c)%n$%xcvA(VxyXcq3&$AWo30(zvi{
zBG$!HY{K7P((6ph`v`Xef)DhutrqCq>aR2^5QtS0z2G=la$>7VKpRev3a;fH_uify
z^l7{<Cz~ruF1~@}tat1heDR8M+1(J+ATdG4vUJG->rHXF(EVm%+{Pn%_wQQ8C>tEI
zB<q2Cj%K1$OXY-Y*7zlDgj=}i@!Y^8GVo*crfTO*W6Oy%jNkLt_xYwlSXjX~IgjL1
zWhL%}=y*TfZdcHXkIigk%qyx;1l00X)RKp~ac9WT?ibk9?E>u(maJVCL5!7&LioT(
z#SUu<iaE!ot7e`<Q_f4(2yR4tQ29XM#uxG%7erY>Uz)F`%oHwr)6G@R%ago>WwopL
zt-qr)W!JgwHkrwqy1eaV>p(@pC3W4qD^ds=?CusL@7(+YQP1FHiP{!k*~N<(5i4BP
za;~h=;CBw=A7AvE4L$O)qVFp2z1jkW+KVV63q5YgFjh(T*ul=o9G0n=dNxCr(&Brp
zJ~C7-+SL1x#ps5gg<Y2y4~jOA-2WYuU{FeOjYm&$;QX|<X$_z1X?~u2TUmN3Aq`$N
z&6uSvmr;I`1#K7mw6|sbqXSlLQ9S#tpf99Pb<>>W_QSr%YwE2#=uPTTIKDwhtT6tz
zC@rnNcCIXYbYRN9V;87G7}ml&X%oECIV4o$T%aPV)x14@)up9a7Ec2z@a<jrBvIoM
zkk(M^MK3yIN!ZR~40*;>6#Poo_UgWE5mBJ#UF<jV5m6bqr_;h6$Hm+ort7JK76;`*
ze8t5#e&!W-ptY1lW%}cUeD3XRu3;xDq@<`NJV5)x^|70w8=Vzu2n3zdNl<P!xI0Zt
z4qS<>|7(si7ES{_7@O=PbYXv-XxE&<lvZ5q(ZkCY&DRwyJRQ}^Xofauw6Yp8iS1+z
zD&gH<d1E)Rkzlmap$(cAjEKw$tMdENmp#s}vu_mM_-Q#2an=vjqp+?hs@`0)|BtrO
z?~j>-7AS$U?xUdAVUtVPAa@J>a(UI(Fv@8Eopww13Be#+AIr4tyxv)vZHP|yN+l-C
zQZNj$2KINM1H4Z<z~5i|3_~VE$Jyp+C<}7f;N;?~NX7SCnm^w2Nv(}~?N-eSefy|g
zWFsfbQ4I=2-ab_{$^%6A^w_#7iYO$06?CxBO;8B8`Lwr8h-Abw`1#<ss&*ny@K^W0
z>=dl*@0VVvwQVBz*_cim$!5oQ#KBRawY;HXrdfl|3H=eFC!{M^LM>Z9Pt#6*V!DNL
zGs9obD;$=Zdqj!tRgnr?;i(e4Wzb8=kQ?c(*Ly(E>zqL2@Kei<n2s_U{71XxJ4HfE
zgNJQ?cZhRA@s_U+=y?L#cx0hEPuhI_>(NURH+~zj^(lE+daimC-DuWC)JP7dHuU7F
zz&H~(2w~27o6HV9b7jnb&O9C8IZ42RBd#3V^ITmT<B|y-<ZOZ0Y79)*3F`Z7f~y-S
zjKk`<xf`c^XGhTX8ISY$I;_WPr0E@1o8(x4`L6ZML5*r}v#WAqm2W9{rE5&+6#2jl
z#YG*Lr0Izgg$w?8xYvV3VH<O+#S6`DBGY|(lYO8M1;dzFBfo_QAmT7QeT@^nII_KJ
ztp;Tbt?}5mw@u#LRv)`V@|DHC&4U>noUB&LAE)UF6<oh-vf`r*Dd20erKTMr8L<O@
zMTV`Lbp`}+SM$gO*W9^fu>SDei0vcA_ntcRE4y&ZhHC5XkD2LAnsuPj1XC!Zj|RQ>
zloMf-I%wh}=3LNO9vZ3<n^N6@nF>=n>reL+y@!+S2H!;*w`@DehsQ;1_ZNwdkFM3@
zrR%nkP1CWKHhDK7dD6Jkj{x<~$bCFTxi=OipjIIkHVQxQ85agT9@uy?>VjD{U+_`i
z!D09!LN)nL0qs&)J^w52ML(0>Bx9zuXi}&h%lH(Zyx5-S_Db>2a!B!9c(lCxc%cDq
z^3#I`Dzt&uBTx$R+8Uz>Z(+)^Ca3<a`@1J$3<gFE9}u8ZX0_BDD=aBfi5l7s`_(^b
zMa_bGdNuhHD>FR)BQ_q~d!DG3?mTTYB<u<GOqDKv0b1jpD``3=lnO7WIbxX~trRbb
zwl^1b4GD$r?47s!M@;x}EMk`(=#Qn1mF?94oo8>pPJiIsSuGoxSVxO9;Okc8I4kv2
z;$CdBHl|#1-War=NCrJ*o-lTVeR;Lr9B+B<k*K=TTz9<!)U<_AiWsFpD|_EyaGxsI
zF?q31<FXJ6_)3A#%$v5cai%-Yvm>qv$RS-uvas<x7sQ{gRC%{)@Ot(|7w=0ZH2vB2
ztKz$@FzB#OoP5is(yV9ewV*t8S9*o+z@4*S{rsw^r9w}yfh{sK({a=RvkEGV<`Blx
z3d0;l;ne%iuKKG9zl#C8AsN0u-D>AE4(V5#z)q}mQMWMeuPO##^{`H~n?V@0bDcs(
zwfeP?qwu=n0X5OuhN9js-TpK#JxYYHL3qk*ya6~X2fc?)LuRs^I;wHvQE$+O+qd@|
zaiyRJB{c!vxX<B?u{LN-Y5VLvQb@JCwI1m2-yvimGLKV2#OMO?Z34cs*!ScBZFMfj
zD!E>h+%mW6DQ@c_SE*+9cH0ta|M)Kd!v}7lZrl{#JDNXyc#hEtWa%~obUr;*d-xEN
zPLN)WpkTY4l~SR-v${GG8G7s|+tQ&8BI3SFBp<WOi-!2zCT>d;qB|qMMXdwt<`lQ~
zh(g#5a;qH=>PZ$RItG`l4NlrNIRSabXZj<ceobGBd#mFUD1@u0)>%GU;x*CMF4GKI
zsVqsK6s(G?Ej5a{>prb?Sa)P91r6G_f29v<g1hw*2}`x5pu5IfbMx$=)4(=_tk*dm
zfucfgN<AA%VbcaF7SIvZFMYBvA9Pria9>}dTAAVUcLB|qT2ee66gS5HkwdX_pq1Ul
zD@Hx1bu2qfB122!-oC97{^Q$W)b#1P-K5ffFhyEXV0~ltv%0kwKSIJ;d`Rumj`z8t
z^s@FGb;DESOVpMHBG>lT)_t1ME(R=f!Z3J*d{*yV`U8kJR6Wm93pOuSN-+je2{6Mm
zZgA;Tv1ac5PO<yt-w_e2eutxQP^e<m{>8(G`kr&Ub}dhQLMjpa(se?{&O5&|eOkQ8
z>n`E)>-EoJd>-Z357^Ihs5CaN6%XP^5+35m4I)D${9}m3+IB|JkbFm>ZgYN4f%BfI
zXXEwa9(je>{Dy`NBQ<?N!iPaOKLO)i;wh?K&nx2$m`!)b6oJwevfQFDP}beQVZUDC
z7a(!^FsVHmY?xB(F0s(3IlWb-37NMR2AS~<Yd{EE#%_H~aS7r&h4sv8)h#SSV>WIp
zZ#TmU+Z-}1aApc3(Ww}ljKg|re?l>MFhSPdOYDZxmyfPf@6Z#r`>t%`J6-w0i>O)@
zGLKv1&x+>9lV_=$DK9ey;29c}($%N!u&9cbSin*GQq!#)(@%VM?Vq$!#s;!Qk_T0%
zc&SCzu$hI4uepPkPX#UU@AbSpZ3KZn=bitBL8a%B2P}<^lAX>Lr#&b^glw{|l%NJ3
zbRYNdX5VJ?a&-2@&$8KJ5eWaS8qfyUknSOnguCk_H=PG<LW*LXH4yN3f&RmLn9>wa
zdu4i`2_?H;uC9k(>=OwdHZ*gOP(T9$L07cZ|Cjv@;`Fj+`cm=jJwEK$S*jpWm(-dX
z{~(@F;pOkm43hKNbQ8mtjQG*w9JVxBTMBA~_>C+t%Z3J|=V+3+o1*7R0^L-Zt?}f>
zjjVw9MuzBXBOCS;<hG$4MeaAL_ArcO`Bg?3*KOjHLW}e7CALSI8ERK}cv@C?8t7O;
z>EiF+@a^o5KMRo<(@ck6xZ_{!KbJfV=m9oN`A5pW$u7jTh4G)J#vb=+%f>z1nURcb
zj#O#53fb2b6e&O6Q){b;n+NP(%HfI4y3rB#wyN}5`Jl(|Rp)i<K+PYIh=Fb=PPHIM
ztgiq{qTnc^=QURaE&gQkt0pdWZSJhRY4%s5Y|k=99xREgwo6^WTY~*w1@GjBu}dJA
z5JDu`do2m-{Y{v+WR!8t3EKEN7GpWIR9irYR&?i--1t?hWBT4u4t4B%(4pyYt#nJX
zZf_=E$7Ru^(cOF?zxwp4kGXwW6GLX>p^vra*8A`L1B{xa7p%EoD8|<P*BfTxVw|3Q
zGnq9_!J0*`r8YUP9Q`cgIXJj&)>e~VjwHd*0Ize=iFYC4fzj93YI3MkzAvwq8DVI6
zt$Lw<MGPFRN&BoGQZ$X0iMx$HVWnN8VnDUIk=(226|C@H#D+x=TeenE4`C)RizVqL
zJ3mi9v+}$k|3|$ZIT)<1y@jp-6!|7R1&t+s=ok}^K}&jK&_l|X!C<TnjJv<+>}H01
z6hO~UL;imYB=-42=Kk^tI^$s}jJ)WXyPb!>slF&ROVRted*(wFwoO~4!EidC9#Lf9
zAUM6@-pxBy*u5}><z7<}Q4iW=L!t8$i<H1M{U4c%o`^JdB2DbxY>0??1lxNT^eecr
zqS2KRxXCJG=fJbx9x6Sc+h^thNW%A}r4@b3x_9$V%HFi_hr6g89(JW-%jatg4r#@9
zJ4XB2?QLfHY3e!A!;v`G=m7T*63BF6$d&-%0lIz9VS`cMw$#I+a)C?V{T{0wFaJY7
zr;mC%l}}(W|5A}9vuUAbi>Q5u)^|Vm4{_{-a&D&?<FIjFZ-?LY%n~ejWe@HD)L#vc
zkF6hJ0d)7mHfM_XxDwFzdN?fQ#3;oOos|8PC7#|SJKcRwYp&CA*43Y_!mtUvy<Pg9
z?N^**wsd#wi2W7%hG~k#KKGP?Fq3V`Ubhms7{)RI=jJe`%@xCAJT?&qyub1vLt0~H
z<3f7yav~r0&aK?&<*0U|bv2>_U)rzhfmP>;R^#EC-gaZw>v%rG(mUA^W|DiEs7BL%
zVfOL~GQpP8u6m7#m1B-F4-QW_+nbAp=8lp&|9;rc{n0n9DaOweI4y9(1wJt`+oszh
zBf|sTtwB~O+a$J;E{*ejv0H67(P-A*^*2#DduQGi)VGc+qB(jSkj3^ixIXP$i}e>a
zgL&X?i~VgAQhLn&@(ov4+~EBR(`bc<b5aU9Va+}j>isA+SsO;P<Xtr6GX%La_;%VK
zmO%|H)Mv5QwM^Fk9wVgj;GWr)?Q)AfH+d&&-<#P*6*)!wZPQM+o26xSh6Rk4yI$4i
zog?D{YC+LCiAXLwVsxTn(F2c;!bJ%wG}igGE?dF<y@jNlj8Ju+Rt}<Bj;EwqPFN@%
zf3_{B&d)2L>)aEyt`k3>kSu}ytm(h*GxJ}Xx-+CEC#6!ZftXGsK7W=mjpr<X#G6yJ
ztfd^nk9^~q9lNY<lakRViwzcW%>!oXH^QsSE?isHFj4tKSE)>uP2rUE^DeE^o0jjk
z*csm#YUTB0O9#q%MQ16tPcSPLgp(814Ffly<W9rK?IrxSW~;0#3<WxCe=&k)S|4Y7
zG8&#^Pk#4fJ}4V`?UlUV9oF6{6%m#BK2hRh_X3}{75s?Uf%dI(PtIORxp_r+&cWzf
zl0^=gUXgXm$c&9Mo5Q!flKK?x$b-jh3LrOir?=w4@;3*Bgn}D)7MmkdsIO@suKn&1
z>%(u4BvIc@FrhQ86;>)0r(^Y5jEBV}71R;sj}e=7G8r51?<mbX-_om?EcZ^<&F5;V
z8O|+=k$T`E<>IkjF`j(3T)n!yXIyeoqLHcN!F-1OJoCp@Xq!ri#a-ic%><TR-iB)I
zsQ?q$_gm4*S-o<8kd2YLk*S<SWsFjm7d=IJ3*D+fl$OorY5Vf&*@4g#Srl_#NRJbB
z(tUSXO-bGW0k?j^nN_PkkbC;FOf$I1epm=&`8XJtXBrXPwQ))9Nr#i8p=`WrnE3pb
z@b-^-<D3llE7vLRVs#FChQeU%su`SLWT!PORd?6+2Hp}-QWBAl=X`@X)u6_gcV*y7
zP3(Qk{BlVNJ*o)J$hDZi(w(p3SSxPE=w}M%2xNOBFeXVf9!*m;4u7=dWRK~Pe8)TT
z_C0N{pAa<=nwJHn^@5$E?q4q~ch9kTQ`0d2SFT<xH?h0crE+7Tv?~pAlTpWXf)5WE
z+6Uw)WdE*9{XqgD7xU||xT@xxq0%nv^}<U9v6hzAJ{8tnm1gdvW1P7NGh7~6TG4P+
z0ag4opEBjV@O-i0riA?UDF=xa_z685ZQ1@0KZ%##x#<I$z=gr}yZcPadplpPaZYqt
z!WgfQ4Je78`D{cI*@QbvHYUSa1#&@FBlf%T^Zi3xNW9K`o?yB5*#gG)@)l7KdZJFk
z4nxL8`<yhZ?cB8Co*{ROn0Cf1*|BZWDoM|WF;x+b(=m&e89g_iKudTUa8RU^UAHij
zyj=9&J#02l;D;C%B{r$~clT!(lB%+~=HKX7t+mdLRLXkp5bDy6VVtC35hYiS9QkGL
z@(<zY!ROo^?2E&>sQH<7);Hl@<%;tz9MfqRi9PQuiwxNn)X~~W53NcFsT){6TW0u)
zr@S!-<vxA2ba||M>vnWk(5jE-gX}*tu$^*}=GGmMYe(I&)|P$veDBBjvL*4QU52sX
zxOsCGelONI3qGI-c14@CE0MZ;Cf>M!u(ezFbtTcS|9)TAu=2pe<)tbj>N4>WZ#Ktp
z<eZBM4%J7&l|vn0PJA*_)x(P`5WCI2Id(!01=9&WG!2l-nE|1piuz^Au$<;r@)*tF
z>34n9avEV*Ue$cO*r#SaKkKB$Gxc!*mkvCFjftQ)(9Mb@C7c>1Dt1pT=ra9OVL|Of
z{{7l%bhRX7#NmRjXEQB-FwE7HOer4`3l%-aiXd@x$9JbW+DJObhk8!E<0X$^uqhOl
zEq*iKfS!2Xsrbb+4SxPAvrDQBq@|YY@^JMoV>)Q*P_n?RYi6*uyq`{dF4vBI|1d|Q
zdO%w?6uqNQe5|J%CfyNMUdd%d*qZxccL!cXT<J4jRMoz6zp&%hy#L?C`!;=Y1TL{u
zl^;95dO`5gxJM0k<Hn8uSB{_d>Z1l|X;!jtZ_ft+rk*at4;Dun&G%VID?b!aLrfuo
z?Zay|7@oLR(EpZ>3gYq)Hb^De7z=BVzp0V{kr(j+L(8G#%*SWx*Z-~6dhNyy+U-^U
zH)p8<Rs7;OG^!y^+i3eJO?Be0HowEefxfzN<0Eh(CASw=01<jh|65oWMnS>rGEUuH
zY1;+;ka2wux*GPA0$4b7A)x04FgK_{iy=GD0c=^htq00tJb8{VfNG8Tr!BRCRX{*C
zCr9MWJ@`9v;(hKuIk%0e$j#zD^)cXp{-Hc?1C6Db7!%2`sPyo;hd6q2YT2o@B2;!7
z5LkSCT3;Xio77NXd|aoV2k+P{x7N+pYKB1*X}&}%nh1k|qWz=Qh=*Otz?=Hdpi%al
zd7D-ucervMnEYP`tLy8}hzNy!qER>~7kXDrSNVC=xAe39(q3vvWT?7^!<Cn!Hy8nb
zW=H<$nRD!+fW;gdOECMN_FvPc5yXUxA1?M$XJpPmt30H_?{7q(^gvx~fT3~ge{kXj
zB%u3@3?wU@C=K>QUa3Rv?|FaEY-)QooYS4%>G#Dg^Cu!gkA0#!+>&s=7@vOfH<|yn
zfvr9gn|%o&+H>!JFc-9m6K|-^n%>gohXXm@%zyK+NxUd~Zv-#b{(QqU;<wpIW&PxH
zQ9~Sd({g`4?Y~BrE9p^EQbXVk<?g!4W%Pm-Ux&tJZOGBcY6j#O5vq1^y1`Si8rv?5
zJN=;|yQqh4-E%X$d8;jbw8)|wi_3ooVsEccr`Zp?EDXx=I?b2eU}0~tZ_J!d=3(sD
zM@)MswMif>FW(9d1Xlv*iFsGQqixqc%A-MX`6}WDdzww#t|<5vW51g?HVm481h=9k
zu1ZNbtsiFrgl%03O$hoESi-yPia8HkbU+gG-XXD4vh=F+O@EBo%T4+5-^U_14ti2h
z>DiWpT+`7>`UYwiMxLFH588>sIdP)(9Sy4uN9;SKvC+74F0}r0twMC3zC(YFeLeSd
ze4bV`j>wAEf5UIP_tJb;ozbACj|G16>FM)w2jzl&)y;7{OM2tiQ;BO<BdN^)=Rto^
zK7$?iK!k#vlf)bi>?+A}o-Z%|p@eG<kHMIYoZ`yifk*?;-+fitsR#ApXPwk_Do59>
zc6Q1n0C9)EJJgoh$XlGOxBf3rupF;DNf<IqLHU}vgUMZEB5_!`RU`v^>{Q2p?+aT#
zAlK__gI@JuE6d~#xANhd7_3SRmXz_|RAK`njt+zl386>86-pq9&J{&>RmJ%rz%&rk
zUhJdTROOkvpEP9(5*{+>!t;>QPfz=Ic!7>|vgY*v9($=UY1K7Y{Anqe%JYmPBseU!
zg<l|J@{1oL1YV&h0ld2>q`k{D*>3mp=~prP?`?}n@W3Z9h%J6HO;^tWk0uT08!zaw
zRt+CMRsG*0;igbzq0b$e&`;uQs(Yk`T^`=z@bVc_xt{%B2h(F`TTire#OX5bZm&bW
zU+v*N5PkNApXI6M0l_O2Sjp7Ge}(DY5Fq~C2x}vZpob4<tm75mMDu^^t!Gn!ux9ar
zMTLTWfB&y&_NDy<3}Vo_a*o##TOJX5Je=?FR1Y}e*V`PGW)SRr$R7Pa98l;d&1w*a
z8FgIgE#7Z<0NqCYpW7ZUsZ>hRc`O!t^Yfci9%BzugCY^&@7g^Cr%sgPU#V?C1RNyC
z=09^mH&?z*Kd9HLN(*vDa-zo{D|)FZ&gXfxXGjJ)X)ppA{MFIRGk)okQjVs0q@m#N
z=hH=cm7`hm%R{l})G6L6i$1i-;jtH(t6?$P;=rTqWbs!Nc*gkVgf(Htr#83R5&M+j
zxMUo)#qOSz2M?#+R)MNE`VN-?O+D%j!rbO+8a-;+7mp%t%G<d-%NY%4EPtlCG?~Wk
znir!QX6rRa?Y`8XX3nM8v*Hy7j&4G419VQ}dmD7p%9{1uRezF&mu8cIG*h1s((gl~
zo0B~X8C4{SraNmNw~cm*v0-VAm0qiJy%LjqVG?UHb-QaQW@WkRRx{54RiW~mz1Rg1
zApRz!9Bf%AKFAmbqa-m6OtWe=B$COiDZ81GzRbQ)BJIiBW!^nMAr$c4+w!iTKz2jH
zz*v2EAFJZcU&70OtPgWV$Js|2_ck0oSGz|yI-ltQzD<2FA3;JL-6f7V%?^WJtozEM
zr=sd14k)a3R<x??KEpdB7CAAYfDdz9p}q+}o2?3kDg`1Lf*xELz600<ei$bJd-!q0
zyS9JgA2NiJ=qb%$gSUlnja!VgdHFp&GK}_4`n-hSz~YjYLmg-T(T|p-B0GoSuW`&#
z0YvS0$Z9ZO`SoUMITl}M;(R|Bh*w=a2#20zmjU5v2^WM^rlE@t=)=u-fyN7pJQH-P
zes2G5j$ujp5hR5nc!KC>FW^E)QpOjS?YM$vPJ-E&3}tdOUsh>&?|3d-*vTnpaD9Xh
z6@m^60YO|E?_W(-&)PJ)`=XRZX;oV~MX`9hWw}}z0|Ry_d-0JZAad0v)xpe|p`_#n
zYK#ZiI_z5DnhP`yPoP8&XclzsZAc=G5N261y_a^(x4E8wcXwm8x63%FgACg3-XqRc
zy+mj8$y0oLv{nw~8;Jg?N^N{$oV~EtRPjd~FAFpXlrv5@K4vn7ZLDHamN2OV41VSH
z5wFVMh?bXz65(lKGq>O;bMK=IiFQ+<bvKkh??re^y=4^UU1~rXT>3Cz;PNf9c=Cc}
zlYRS|9N6i5BuU^akM4_dJpO&CQ>^f+3q}km3)ROUr+*3M>4U0TUREPamF+hjODhcY
zWANsh)46;6AeHRd&PPc4RsoIl<=>Ik=MvK|-|ciBw(F?EGMu+jJy-AU6huJbFE!S>
zJ{)zxuhMvZ?<Y)Y?8}K#sou}pTdmmGR9O$MsnG-`>rvhsrkR#pAE6ApdY<N|81%3n
z-qc*Ka?LQ|=_%W$lh{RSpBmzO;Z-qo3tv}5q$6kQcPM>S3_8*`fiyiN=3XKnk&5xE
z{-q**NojY_0~=cNWUi>eX44gCU0?zkC;YZutF9Fe>bnC5W>4$>On4NJ*PJL_LJ#88
zn;TLjaEZ!`BjEpnj9sgV6>EO--Hkp)!n<Yl6T9ynCh8Cvcw_xWsqpWr4<IwukJ;%N
z+)t0&eP)BlC~ga`Nm&H!>Mr%xN%XGROYmIj30}uG;fvh(Zy_XZ0ctv#bwo|w=!&44
z5&ZuA$V_I5Vuy*fK;psdrj`ZDEn`1eHcKsevsu2<%bY2(I*(jj9H}|R-Ro`bbw1i=
z=$O|;K3@Z+ZR3jE4t~?68Jofre7WU(NWZq;tvPe)cR3;jOxqRx*#jj31qDSPqJUkQ
z=-HMs@dM$_K}*XyMW)HfbXcP&{GAMcpb3;)G7hU(D_OD7dc{*v^;O+&Tx7e2TzOQW
zv+>swjmre%gw*~f>zvNX{vol-d(82!{Y=H*)+{xxd)a-(4&#(}GqxR-drsR=ELrp8
zdNL$wYx+<CYx5C+9i*iY4IS3B6WPwM$kq?CnZ1bQtBqSJjWR`sV-v6K#87A2d7>T5
zl-skOam9+2P0N?k%enn-UY`K!I4B?%9tRHhBPrMli!RKu2=G%MtJ!sNXzbHQ2=VX?
zt9vM!6{KLsB@4RJazYeAkG+1^KVP(s(FOzD8^t5Kq5P3UrJb8dA0_L)cmXuc#aMme
z8=%cb{l;9EZP+n@<+<FlNPi+`F3GX1sob!p%w%PFfxK%IS(_;su{xKPf>QBbGwZOv
z+uutnV*i-c3vckwru*r@s8!4yH*#_8Nx^i*jF+BJTRB=7y-ZJw@%JBen$;zMtPA_2
zS9<NY$`vu#<sDNl{CFlIL>D5v$v_3!7O50(4(}Js9lWkD8X=`&G?(FV3(mz00^qus
z4+Ya`u1X8fw5XQ-KQkMxpjoQA0`U>xKeZ#7$sV=UV)(9Rui|5J8q;}X0o@o#^cOzX
znqw?#Bs}{Psy%zFY#_uYel+`Jf|WRHVV#kq_|_oK?nf0JNcF^q;eA}T&8-%a9m^u-
z%^h@cGD1o=S9(pf#c2|3E9@bUAIQ`z21k)<-}%gUAr%K{2V6l|WGI0WywsclWz`CI
zcfUYzEEEN%R<d)OI0o5>Ebu%|i|0(I$t72j;`?7cAn~CLrZ4xe_z?0j9O!^s-?pru
zGOw_XADs0!@GFG7jP2r;8MBD?>9qZ+w<|`R%d5P5;s#yQD2;x&fLAbM#~DEu`H`qr
zw*U{{ndw=GK)oHh>+L$9V4(3^(*b^9fB2xGi0_#g1|Q9I7Q>#IwSf?`f`ndO8{4t$
zf$;|Gq_l#`a?j+q!jMl2C|${JGlPi_{8}|oVo~69S+Ct|1ZmSgun}XS2P%HF--B{N
zVtdQ?6|0ut4H{PxCw_J70ppV>heB#(ish9%RhCz*S+ilV)p>Nyw{6E?g0^Lr6P1nQ
zQUKx>=Sc4xaYV<I+#0X+kozZ?oQBe0U%IyhDajr0iP`L;%0Cx1UjnmgXKui3a=0}N
zHNJ2A4azpAefY9X9SDI1gm(Zes~aGM5-vPp1KC98=}1sw82Sqsvg(bV2w=e|ik=Ej
z12T4@bX|s*So00wk+%M$?WP*oRTZVgr(;0wU5UT)n81;J0R}Lc9VUd;B0!)pJPQm!
zf7`P(?#|{X2yt_cPK4K{Vfy_iUz#i9@6GnP1V<b*p!9bnu-^VAnSQEsRGg1Qk2wy$
zrQ>Aml3cgx;q|?M1o>B9GFwWt0pBgtA90tzk=NZ>s#<xIZhWu5%4p&nXz}(Sn7;T4
zPzjgPNMe$Gtgad;-3tmC>L4@_wlT}(bS^p{tOGJ@Cg(ZG1GNoz57e#;W^yU`=T%S>
z$FmOTUEyb=ogiZPNRt$Ohxy)^?H&A(B|ub=9?NHrjkTPQ-I~V@jFeix(qE{XjJI2_
z?={BQ+9sk`Xt$Hf2G>i?l6q&>JS&dD(P<u_FK9M=;^%{kKm~4(Yu+xK59}7Y#Xz^_
zqIkzLe}D4@403eiPoiKYw)Fg&#qn)K=m_5Ry7xA27upu#qiqRM&skfy$S_IM#i8^B
z3(I#TM+Cq3D+3MOC_LF&M>`509aU^muvt7X;xKmV3M3wlb_lgikbwiiDYzR}_k{PV
zl8j50wB<Q9jQ1n&2o?xP4Y+$0j->tsFx|1Lg=MnIHVzrt+!HBtu-uTNxMzsPP2^|a
zaR@%S;vV{zKl>a6_*53zq_g|tw%yECDM9DwjU9H~dS7|D_2cyr`9DQIUH-kwjS}3|
zFCGH?Lkb|>5>jXa#%@rv5@InFKO$Olei`V&6O(VKF&u-05`oVap|5&ym`3fLoh*-*
z{lsb)ePDsuZLAjtQSS>d&FKWS4#2WRLe*W@s$C|^0Jbq8HYBj6WeG%SS?LZViogsM
zGIMTKj$Tx@T{<pn228F3$mD8v$6esuC@$r?hjdeCEifTl4Jhs0(5l<*WFa(SF_bAj
z4Y!qPg!r`(*6$-s0JNn?8&TO`6=Qu`y**O>oQl+nbE4B4W&#LZnH0(R5twcdNtpL%
z%XYnFRCl0jE}N!$HR%#7L1U+hO2%lV#m@+`s&Ev3(oA&eY#_AIl}?PV?1Kz;&VdE6
z+@?UiJIa;Ndq*J8!X~XRIeslg80&)%JPpCkJe&ct@$S$OzxQV=#J*%u1`ip?Q1Ie+
z%z-TGhv2o3{-PPdY<);KV)oqkT{olOLrFl;;<UEqG>SZgG6uo^PCR~uwH(4HaMw&V
z#JO%}&vvJMO2NQ#rH|w??Ai^Z1b|Q^WAqd#!kTNon*Ri%JpiR9+w=_JOr>@=7YS(^
zwju8sJ>wlYS#u$~4uns4?S?X#1S*d`|3Kn7bL|STvT6^yHzl~A<r9TIbx|vOivpES
zj&$LP!~r;sw!Y{cnR9fPq=YwTHimd?!onou^}>yX)}(UAyh_GCbc~I#rq|+=0IZGh
zRNs5<A2&?(mDGWwtN?rWjvEEfF2~0lwjRE51N&_jM%lVOB#5g~v|m_Qo#RxKXUi{<
z-*?>&A$J(AEXK$M?bbeNZxK+4x<5VqeDa>%G-cXkF$&{v+%iUkD-ya5Pzmsl0LteV
zCbIp_A;#R^a;(fWKwbXXGEt=o3dh76+_`fAMFfYTkkM<g-+Wl8pYo>H+{t%)o2?Wn
zU0sW(>1=78wDlQ_x8j@6pE`M)<WdEK+$%7$S(zXps=h11s~Dn?@82o|4C`x{;ipBX
zd^&eMI01fQXG0d_ugM+_7$xvuMrq~fO|xh(XIkFHY}46Xa#~mBP`<^QDz?9D^uyK1
zncn^<l-X$eX|TWHqVK->3W5T)d@yb>wUA|R`T9o5uBTN9b&IZO)`k9V^1trd6!-3g
z!=_NB^h5D=$0oBBD#?pi2G>RksGvy#VSA^%{b#vx+tdT&=*L^lvkwYG+gZe~AUunK
z4Hw>Tmg2?W2bW}98?=__u!h0^ovd6K1KeZ$Gvy6;BDWP4>r1f0<~p~t0MMHWOaK$$
z`!^@o7BLDL`si?$D&mEou14Dt%fp(#zG*q%)&<$R*NuxpAh2Wuf#?K)gsSgIKF{5g
za*HJ%O~bh9{W>pl*88-qp&fz-Y{{<6P;AYF8;mUJVS7c$P)ZQO+x;d}4yMZ#r&Lmc
zSM{=8`2ujx)Ut3sW`GXI(3G^Mrcc5&Igh03Gj$9@^1j2{Fz)-8SVJMVbH8dk0}M;~
z5nz0Pm&uu_D9Jg~fw%~{(+Re2w|d}Ddg#tfLBR>Ly)MLo71qYVlLVdIkvGe(h{RBA
zN<6DS&m=gSF8nO@Z^6;0n~>B35i(5({sYBO?8XF)fn$);^6A~>NdPN<BuXV<3bt#b
z89-ivNus4M@XQf{FQ+pd(-c3NvBiKswmq|)K0}6Hv+1^~YmO#6Xtzqi=*2HI$9nf9
zs9z@;N>i%@f`VTNZF!7M(BMlRqm&U7+Z&T^c7wkojb5GC^6&L7k?liUw!&EdN@F|F
z{hFzXv1|o-L4Dp#L3F1ApJL(YV8DvWj^|Qe5@*MmA)r&$eBl4-+-c@u5w1cPBs|r3
z{-hV7z)3`bt;mg#*K?&m7?-^ZBIBU);W4iAN$z)BlNg1If1k0O`JpmNZ8mzfag(?Q
zs5tjuJ!QCq_BhaxR0-tDqL&^|WG1A9N{uZm?#%4$LW#ngaI)0-BMb0Me_3xPMVDfG
zjmrGTyc+_`;g^_SeiePXiZ=%EupnRv(R=k>016_v2|~`lJc|zy!X%zUGguvA0VpR!
z$3&pyQaY2`2P#gTD_Ke29;*x80+51J(~gxFy>$2Sk+7#^-^G>Q@Y)I+9{(WQmA$?0
zK~cXQ#eL<<=Y^pa<D~Q6SH0X_g0Avmn=Sx^b>*nz!=7Sa_LaRKB6j0N_)u~)FDe%B
z_5*MqtHI;$8G0;!qw!hp0Qkj<AOn{tV!#@ET)=&pz<}LFrLQr>cx@YE21aG1kyZ-~
zpeDI{os@$zKbJhJ?Ntoe9@RH7@SiN5qLX@r(v*d(u_~^&8+;a`T&MfVCz4#G0y1KE
z??HF;P_Sue*d|hCB|Gcs?~MEg8chB!De9-0`&c`Sro?Sz#4n87fQt1K2RGeSj)GMa
z<B^hfWZz$bX3dl_fe<L$`^7||-4|PYz&n6glMd=BMvpfJJt+l|gs?kzT$ZTqz^ei+
z3ASEW(E3g<II-)O|6{73iP>8F^MkI&DX32w!DCIsnkwm4gF1;lA7nE|Ycyoy!2&1C
zJ_aeW%b_D8<6bV#4<FX8_G}Y6ytqS#O0g`7!S;WCl;WFad9_iqCo26fqt1r_1GDEH
z3@O8&q?{E=YHye%VBC_p(H*vTC5WnjV1LcfbcxKa(}0DOuz}DX;VRVg(L5dyQ96v=
zoh<8JQxug^MwT0jO(X-uOF#?9_)4ox(Sq%9&vwA`ogHi?DzC^p&N2Aq_OEX$lQ~(K
zQ1D1j-7;2)P|i{bHdn3>-&SWkuT(x?f7M~4z(p!B1dZT52u&$>_oK5We(<e_PRBU-
ziKdE^Xf~ByF-erGB{V6@G5F!AzK`)jl)G^;ssiEoLOg*XT=nDBk7O^K9twN)cB1@r
zcGUXiR&xNOaeUpAqae-yUMs6YG43||+w*i0Ad%w#=^=@I>+qbz9OHp4{{D|-n=F*X
z`kp(`!LGcS5rq8@OSW_KntRi&v#6F^IadkpHMX7?B_co%9~kW9kqXcK{53m>rKg<*
z4h2)swEZWE1&d-P2_cBD|NWpUZQ3O%gsX_zpQ<U)k#|bgjm6>g199Emv_CQ=BXhH2
zuw2e>*TylbbMl*Ftc=q!IR$oEOd@;|S#icrvV4@fye&&cXj?WP3@j>v6vKtV5Xzc@
zf}uQfgapR+ih{U6FVBW39B$OU(MW$kbl@pB@d?M}-Elt6QuUqjx$JZY6Ax?A$by2I
z3Zszz{`@{E%R+2!h9yi>$b}TXPMs}L`s7k^@7t7wW~Q!%GM6m;s#uUf=!v@?Bt@gz
zTf&tQZK0>vZddNjIkNt~GjegT+SC$PmDE4b6**Vl%3_&`F4vFE%6nej&{=@{bP@gG
z3i^(ohI9iKzu-|gh;1|3Vbd~XO`jRI^4_ly*n7SO2Z`Od>OJlb?7A}dq`7S8JCzD6
zJh37)!MaghDBbBfCwmhvrk!9f;a#y?x?9Wieq}c}c9Aa+bK<VR(cuc@O;5Sw@TJxq
zWr_+OlsEJ~(E8kgvuGIK&-C1^3mr<9{av;$T3OzwFI)Cl%-XuEqCgdEtH6eObw81#
z*W-5V<bw#^{RZ=aar_quJ1{mhzP?$fV!sQITcpoui<xtp&kqfr+)Qr#S)^CNTUxMU
zx+NLe*=MUav|PPr4KE6B>^c^4q~7*axD{;66FGnIyA2IAMh+xq6yU||>#Q)9>#k<&
z8Iuv-Nu^55u^Jj$X0&|EBF@*>78ka!%3sH<JF<=M!zE-38&8~d3pJ7|O2e`a2#<Gn
zQBL16b<P|R^Ee;5Cqb@yj+6(!_Db>mvuN&|lzWrs`%`~9jSdjb2&}nc)NFJIoO!(&
zO=?H3_h$^E%X*NRv{I$V%Z_F^tg7r1nXCCersJi&#;m9f-t`TQN3eEOT1CvWg?uag
zW&E3Y^}sI5XdOPu(&PPwM-o?+TUR;4G~sqf*{V4X)n?(=<In7qe6z&DCeM1P&_`rI
zM(=%~7fYp49o6*4mih=t#Iux?*<8ZELAvipj|dwEI%s_*=DiMvB~6n$@Al<eDTp!`
zk7{I|s_uM_n<ePl;uZPyam;gyU$sK-^WQVg`!a(PE#*pCsboQ~Ke|3IJVLPd@-b_F
zRxQddeSJKoBg|~r@B;o#MT}{OkY3^BlL|CjESB0bpIg(|OBOY$zs@Doai#Xch?uv?
z?w6ByWivp~PIT_DjoQyA8d=Ig#l|em@K>)N%b!Sc&$y)7285e=oJC5@4fY|B4K*74
zbRFbs{r^5pG(+4CQ_Va?+Q4AU;fu<TmX_{&h`O^B-0#zhz;dUnH;~n1jty%C7(Zt=
zJ(YcnbY7`{DSG!@l^akg@3Ud^2}Qbf_;&JAJ=Y2-QaHGb<f1|2r*c-4w9m~{qPjL0
z{#=B$-t{mj`Z>9zd7q6kcSdiicVO~;a@x#4y5a3QScj9a=|`k{qI5C?#%E9^)*MrI
z_M5cwA5;Y}%iC+6(6zk-gM;pjDI73X*&~<mjLBCTP`&o}Q@QHUkQNnKTQn&ge(eT7
zncC)Z0YZSh?`3+6h%qPZjnN?_2KGp&-Q-(*>@mxn`qtkAUADF<16bZo#f&zS)_PMU
z!!@C5&qDJKnzMI#kAi8JEXSG#mbVpM#4PX^Sh*?%@Cl3bL&@kJC)}dy1^XP_S~5nl
z<HYlU0iB_4>{a7qvqyGlxUah6vhx&u0ZY1)jE2n_gGeMps%vmD?8^Nk7tQzi`xlu5
z*>1iQye-F7&5w4xNtY*Qush(Fl>#5tJiV%NpTJ$hROu8SEGmNJzNa<;D&-Lj7%jP%
zMXVSY(Gy&KJ|Z+CqKh26*0=0N>&N=0v(M8k_P4c{BG`ubQ13$X>H-ki@=oTZ@(qO&
zU8F=iEVcAMFtF2kQMFy!+U)l->QWxPHD%7WA!W^P!cSbgaYQ`er0>2zGM=ChPyW}3
ze`D@_B>+Pe($YfU1<B7KiSa>UNu0y*@KMMeH~G9B_9k`jSRe{)c==C~>wVfngfKe(
z{6z)IK|+}uA!LbjRb`!LJlHwS%m0&_V~%`@<89NO%tQ9ibqCI!xwm`bN*Gup(wKDQ
z*%VwXk?qeW=;Y-{KN%fOS0H^l-JxA9FD@#RD%<Dq5IB$Mixw?@+PeBS^4%60D+5GB
zM_v(972I;SKy4q^Y#e+t_2*F*2keAu4DC?@t(?2J#DEL$*|V(7I<#hu7k(d#-f~;2
zx}TFndeV7yz|l#Le}nsAu-W{7@ec1|?Gaz|MpsOF+?VV19~;$E=~kn)tFat!<lUs+
z1?&3wMAh0eeruCpr1<|loztylquSLk%qRnuj`rm!e|1T-@NyjhA<U~6I%ySF!<N+w
zjh|G{98dKmkv=r7R89dBrUUlfK(F1sT>owU0nXr3nV~693a$1&YzWouSz$6_vvV?4
z=jcG*eCKZ+-EqaW&ddP)_DViH$JC*~jz}KvMQ?2z9AaK8(y?*&ZqC0U0N;RT$mklf
zS^7y<ShVty1?y`S*$dDE{dd9CWj#8GEeM$W5&lM1x<pB)_AGtB^6rVLEVuVP17QNd
zq+p)pfi<Te<y2m`njr7#mFMprv+uQ6{J}3-;mJ8tVHGxAavo-Hazr1;Z^h=E1g5hn
zOA0S<>~3%)EQ*9H1R(8XnbSbrg&tSUIa(X#cfn`YcM{~$h8l0T$i5dcbyx#T(#Vn|
zG`$ZboD%FV_Q{Q4WdG>X?wan8CQ5lez7-~PvUGH)N|6TBk%8qwaCM;4(MrQBZUv6r
zdxMNt*v$o3mJ3~QHa#b>cU<+%|B|l%>tOzW`QW?XHNH#M?vzYC=F{2lWYs)Sf4{`a
z!GuNmZ=K@E4>$T=N4&mh9&!2@%Z1}cmFXH8N-W`bxb7&@^qjNK+Ic6IWMQ#ICe4>2
z%_V(;Km7HFxpOD)>}0q4Us<;NeEt1*?g}ee-D9D~V;)<6wQbedWQpy`rJ?n)u`V;2
z$+49NY$7&)t=_m5(MS$a8+b)MqrVSyv;%*i`Ro3?@zaR?S?!RQHQBmcv!Ur`>?wKy
zmDNT!`DHmTjT)WF&2<*7U&`Zjnn~|1-qK$BVN^~~9Ac#``O##&<ytdemsJM$iCKRi
z?PK=pQ6_VU#RF*lH5V0eh7p9vbM)_M@;$94jQiu4FRvj|cKQ%aWZuO6rdpqc@*D+l
z?b@TD!*=I!WGQ<OR|sNDiPrGjWHu7+w>wiB<7&=<R(NOrI(TOU_Vhwj%I4J4D_NUR
zVb95hpnrZ86c|v)@<=89@5>nY7k+8cmwG_?wjd=^?cJGsy%%hTBSE+FPrv>%-g&XA
z=HgmY#NR&xPLLIbw8u6^9gG!5y5wLXcE5`a{LUT|qM04gBX9W@rY~;*;{Kmxj~`&%
zVBxiyV<R`pSl>|5(c$d&cAEQ4z=J(*l7#Jh4yl#aF|x2xdb^F5A?gzj6SFN}TsJ6=
zffwcDT>c&7EqpZ4*xB}#AQ*(;PX!=wx7Yujgpyd5h02)%uq&$2cIm*5ZmTYV%ELON
z7ta18Qc~e;px?0LI1kE8`by|389-+Y@O%>iC?;<43fv2~`6RVucWnPUhf0h#!j_TU
z`A0!$e|ZPoIcd+emr&txA8F~wFi2=vpW0sIcUk;-;zXEG5}&ywSZsptVfJz=KS#pi
zVgAnC8~<-YhF%!*Xn{BFr%rYb&s?bOWG%WbtMt31!gu&nH4&!YTX(PM7|i!~*<p)%
z-(Z0XmXJXTn}n!qv_VUs|FN80p5}3K_If4&gmd!I1FTd(b3JgjWfH0!cfZZxJ*94j
zW)vE|brC?ZCVNRRXM4d^X^Z}~4-@k^Z;$TWXCF$pHq-R8M7jH93IzoRCV%_!v=ock
zB)1Vyl`~oQcr1HqW6zc!gMFSl+EQaBF8QDiAF11Y17$(OpOX4>jd!cT5OZ~VxGmxI
z7mkxp6MZ%&ny}grkV<%2k;bALkAz=f4}z6R1Z58@Fi}u5j5t*ZJ8NHg{}wfWPw2Xk
z`tYDm7}@@x6_1*hvIpkG)P!(wQ<<I|=`?PCPF+iP85J23eS7galeVnTz~s(mtILZ7
zs(XTf9ui5r@H`i6GkrB%MdRA{&<ByHe&kv!KcfKsTf^F8Q<67!+{M)IfnAG};5q=&
z!>(zcKUO(0XrSgf(+&S!hODxlZnf8bQ6Oq~{@cL;XX5(1O7rMM<|Q^848D{j%?oIa
z^1704j%txNKQ3b91iSm~G%2fG7_S?(x4)Kd{kzz%<yO7&2>lm9do&eiURcPb`*c|M
zG{eg<m}?9~qu?(*r-dp5wG{7l{Wj_XeU%_LVo&{m1WzB07n<xUKJnGK_5$^Bo7*vZ
zwh}btQub_4pwi0c*GK0etF$P`R9L}!Ql_-Hn1Ni%llOoB{vc#gE^PD)iG>yb3kmZ;
z4CY`d;B@#l&)rvVeMk6*BW)Pjjiy^m2(AdPI_q=xmC$f|zp*T$5J7hXQV2n9&re!|
zR-B(V{_}J$`Sro%GFr_%#-dZ`T>MDOQwI7mov;-w3iGAle|!yCtJVAfOAmuxWtSSe
z_+sSS1)G-^oOwjzuHEKxuW=Gn9GKVU#Y6YmcT}9<+Vn=&1<t+p>6M;dm30rVj;8hR
z3g9?^q5dXqxlR0Vq|AZ^S*2R};;JdN@L-O0mQd|yK(UTTmzcJx_!zB!VG@$2Zz%5F
zK2uqoP1^1r%_6o@@XXTdB#~2X@ply^96x?*wB<%Eao`o<4^wQWv&3(R!r+kH0e|0>
zG=h47wDp32x(2b#JGN6m%K8pbkmmg(D#hmSDyO<vdLtLCoo$WB;bX!y2;u$a9D^cj
zKf&5cXl_R*EFYE_w%mcC80kWUEn*9r*DAe?p+zfkh>m};-d5%9rup&80{^SRdG?=x
z7VsDXrOA^mOyR*yuDx3ns=G6>E+y(Yfo|lSxXc(f;e`*I*lT1gt{L{S`*e-lz@6QD
zhsB#~e7_fyP;&+71Vv}kJT)6uHJe^F3Js5j`EX9OMYHa=ihbPiTX)f;=8OYp(v9;v
zB(=Ye4m%pRCJPEt3}!{|?@}`{Z1r9^^Aa>5)?GXf`z(HmG;GvTl|#u&@)mAx03xre
zN8i5=6hnya$?<H&`^$B{Vs`%Zx!i8EL=Y0!wnq=hIQ<gY?6LQ_DX?+E&u-Km2gLn5
zg`9RUPRo=^<H4fCdx8*m#&>M1!~#8(9W~B!ehLX8x;}(t%S<Rq2;9`9ueHqI<k&aj
z`^YMqdx{F(9rB9sW(A=L>7U!TNGJJdu7!z0XzWf;-^BU#hn_1OV%&dIMZ&>pK9xK=
zAfx6a9=N21lR%))n#LIQiL>*wE$)d@K8IWucQo^IYI0i*-JLP;&caxbnd&*tWXxWY
z--O@(98WWTZ!ZOPwsDDNl6-F+s~!uYU%}=_%=c;4a3^AofV1_VK#hwf=srCrvA2O}
zvE6COnkd@aYPaiscfxM=Cox9>C}5fAhwnqd9$D!G^-TCFOOHCX2j~9N?0`>bluTZ)
zD*~@c<7{1(Jr{#QZx#aUohF*JCF#!j8Pan~l@AGp8l`zBsrqs>Fcd=i`-#H#po$!1
zP_$elF+q;R`j&r@XrHiV-8M@KoNR51%XVwab*9bPbEO>-en3U%q@To?%-=XT5gl<q
z@_ilgl^<I3cV=3AhSvXaeLyf13-ziIr!N}Z`lqU-X}@vn1i7bd9af@<(X9awFVG6~
zFA4sGK*jyE-J6jLjjdmBgN|8;y?vX-=wMV)=I8v$2zLA+!J8w{wQH@C+o_7{#)LzP
zhf)4!gG<>km5s5j<n|E3`_?hoCzre&5?b?yx5c&&J$FiAB!|xx6%=x3WYIP_EJ~LR
zGGIoJ&g-(2218iNkZ3Yww7|Z%*yAlp;6mUsR*<fO=J7p(w1LovCr88_y6T=#VBC+0
z)HmjlskhNyPjM0P^0vlg$hFL){JdoS`YX_Gk^0}(ot@Qpc8<fIR_AAOLnDC70=+ov
zmf_)?_l7<{iwlFdJp0`Ye7IL`#&#7g*7DB{vSK>alqMbGr^bW+NEo~(##rtK{TVtA
z<Gf75E`1I@t#z9VdKM6bF#8*ar*>Cxc=-ASWX2$WmUsT5SFhJ_p#;+URiRk!J+X62
zmfDq>UB!zlbgR{zc~L1CP9O5Mn$lnVl38{G6RF#w!?{kQSlYgE@LJtXsS%k1r#?Jd
zSc;LQ9-WG*t-$PW5$t?;G6`TB;XEY8`Tf4cBMmQ%prEzVB3+i+NZI`2eDz3jjt|0m
z_f*0(R)}+Bkm?a`elKkphvjeWdZ~t9&PLO%a`t<KZ1EZW9ITS^Ybo$bG^4{BenZl%
zE-0l;8{+7(r6*z6Y)LZennGHc_5vB@4QD@U@Tw2qfv+8gxhCQbwu^{G?=NXL;?shO
z=ZABwhr7zrxQxBTy!fwfX+P+&@g6y5KNBr>JQHt@3Mz+0w#{t=vAa5W=zaMv^uH1b
zx?=QQz!9|^SBd|XUcfx!495+pdIWEma-l2YbLMH+HmA4Tj=^p-kfg=T{dst2&24jZ
z{=5`f$197tvi|4nO0{rhd&9@*E|L5hJMW6=4UbFRqw!7y>ozq$g(=j)^6EacynH$P
zPZ+*hb@`LyN1Ka^pGg<YPDYBgB6okLTU(zy>oZ+(tEInrN#6j!@wjo%a7k#cx_aM}
z9$Q@lUWmSHxIj8(s$t!Z40E;NE3hF2>wcWTV$Xo{QYtPzd~0vThBgH;;!^5kHK?<M
z`BDKhZ=A`*(m58)OKoEX4bp<J$UL_ws)W*fr@orENkTT(kvk0+@*EPos9?TzK&`~&
z1RYT5Q^MaDZl7mSrVs1Q!XL2fkH*ArW?3p2M)0Ky5TT#dNvndv9?5L0!eGNB&HlN^
z;;hD0jiqX&+=J`At}RjP$y5O7#?_{qn}Ef}qlU@KFDIeQj=`R8k!;)4%U{V9Ur}Y;
zRffKZlQ<&szvsnHKYpcYZQNU@>{B;a^_05ZR2Nq$YW9<m>5wl5^znJpxzK!M``#lp
zASl>@3tpy;X)YTuAntzJ)^PzAR*U@q!`ypEHPQ8Lqu2`~77zsiJ4zR6Qf;7A=_PcL
zUZr<X1QjVZK)OgLgq~1B07XDSI!S;Kii(twP(!4DJCWRafA6!-`>gZNIkQ+vW-_y9
z?_a&H-`*LffZK!3+;H!wYeA3EU=Ge@ivkGe>~uGuX)?Kq;bdU=N(W`a+4j;6G-x~;
zzXgqrcf984jV^!Y383EOR$iz-M4mMy2lhCtH+cEvN0Y~+-BPj_R*DGU>&pf(Gr8jw
zLvVj#fBL;18Q<h5*Q*tJ-car_Wux7(o!+;QxxKyh)70}{gl`3#1DY;2l6IX|$%v=*
z9;y!OU=Vh6@N}~PmNIboRbIH|lqGr2{%y7sshA*YQWTWhd9d}K5W%_IHJ{p5JC=W`
zH1OXl?aTtojXBB_og=t|!90)NI1tsfxc@EuQ3ZNRg&uK3e7k=~v<b4f_enD&X|!Ma
zyQ+r59&Q&Y(>iq{rs9hQ*Fk6(q|4&HeX+GcUl#FKF80Kj=kPnihchL+fk`a?r%ssf
zteXDXt9M%)r)a=}ImN)h&qGJ<+UR1{gCDpI#HoifdA73G323-|zVz*V_<Bc!P$1HO
z6l=3`nuB=gG?N3UQ(NDrliO>a;}^}Bs2#j>bL$uwT?jvn9<P6@X&Zf<YF9_6q*AGx
zdJlPOyk9fI>OK=dJ@Xe^O8K?fs6dCI{+r>a&f6q`{q99BNB;4ijrX$h(qkK(9Voda
z(&FUm_fOBh|ITy}+K;TLS2DafPq$@FZRrN%zN-;d=CtPNnDX)ucJnWA!M6zGIzkm@
z7X!lrolJqN|LW|q{&$ElwD@!K9OAOM3{@^)CAONLxFdE>Ti%qZO=q|wYTI|3#5e4=
z06FKOh==7gEgjg>Qs+a2IauvbKk=`lFEnt1+FtJ-kqoJ#r8j-&R`KrcQlP?9!CP0q
z2r*~Mw4x3nU<=Muhj~hc{`EB+Ny97pcQeA=^rZaI)W!Y%WpgR&E#ETJJCc4~`g*_Y
ze(MJIoeUw%7q-+4n)`1Jb*mw25AG}dt>Z0Urhf5{2B<rw<%!kQcLs)IJuz#a9ln*N
z1)lLd(O*UQnD$A2C4({}xzszg@vF;a75j|01xE?!m@E0YI&?YOeZ2NibIfpD^?{$C
zY6BH&rgVj<C6D^<OMmQyp~$){76^ku>DG0f*7s|lpWIuml_1GfBDhw$s^4axGPuVx
z9CSf_b9$YId?EkIEvTLQkI;nr#XoYU?);ZSrWakn75@)%{iim<j~dGAlhOh|aj9h-
zLpQ8j2BJ%<ue%ePlM2xuGaH~J^6|Zakv#l+;7s?=)bT=C+JG2FzGBh`Cks41fsU^2
z9S9{e>CX?(#cCL8S2}8p6o6pnpfk+u$MoD$;}GnUtN7HQ-`+wwmre%|#3i;|pTT_R
zBip~iYw<Znd~6%ZNx15P*L_;~>OhXd?^){m_Xu|$kUi_v>~z`E%ccS!54@8`sU+ze
z#qXz<H74k`2Or9UBD2X2)@sOHqLmFC;SOzvF6<nBXA-yvVIf`0l*soBaEDO3$K=6a
zHf(1Id+>=~uXbc(P0NE*rVhG*D4@SZJL?~Dc#c<~rVs6D&Ac>-Va|a88O-_hE`Y+0
z^_K5nyRh@?so>C$c4`kLP6LkFC%xsYcVOOj`jxOeF<Z|Xso=gr&2qfiM6?2?m%W@_
z6}lU}oA^~+{RNCG06JuL3IJCxzLwI(oUMA`%lWh15yaJ@%7u{uziI!8dx?+CpQQw>
zCP=QAQK;db!M5bpmVr|(#C8ipQa}G&_ucke=`&=`iSyFE;V^n}pwG!^U1w3yi6o_m
z7ME*34vJ-}^oXh|ma7NiOrb6{&LGjDj_a0c>F|w`m0!8k(t-Kb*y~RoRt+WXOWVe9
zO>RpG=F#P0IPeouuSC&7j8|&?Nd^X0#jR$KY2egdydH*<;Kc1VPb2}eN!iMk{KrSd
z@2FG){+CUU>c^hCa%7&TGW(wM{~=zOKP)G9T2sU)Olb^#2Vm9zg!{K#0?O%B3n@Va
z*<(w1sTOBm9Z|}^u5^qlAO<O&)S%!u+$&>GhqA!m#m%)2FZI3(p@{gkC>yik4KdBN
zP;Z4fwW7Cy>BaZeYu8niH~Lq#<3WxnFW#!Dd*rTp&paolt#vIa85wB?tyy-|Zv1L~
zzsAiS8OZG`44(Ok6rxV2iXiBUGPpk`w27U&>o--Du|{TAtphS=czflaAUPk?q2~2%
zW4%X!y13%!i!I@J*p4-Cj{V|cRbVOFBu%mb<uka`Wh$i;FvEPSAd-TeYm}&!`L--H
zoqLAbEH}N`tc(hU2b79PPvr+Qft;+=s}~fuG$N%pxQglGnZdC&%JNk60bw)zd`iD<
zLFM?ZPh!|eaY}5_Gf6l1W>zr%f098+A!qgF2>m**%)CaUavqS+LgcnA|LwzXYQqu%
z-EgeJTnfd@j7rbG?)&p4lS@S3=HSxR;8p3f2MgMA&ls4dt^F|jG_aEQi#WVeR=K`w
zCh9d$N2cIDU?bPI`f5EIzC*KygoNa<P=YoiBOZ=<P4~4uSS3CI&xjRl#>5hRaJbq_
zo=TvT^b)b~*+!HL_)jY40uk8S2VRZ!M~n<FeX|nsH@$W1Wc6ItT!emr+P4VM_v>`~
zRg7>6Uavov+2}pQ@qp-grEqT?mU(>y`YoJL6ouUUNh~SV$`l0H?6^6d{~tR1U<?rJ
zUkzzbVK8EEmdDgDm0B_9Rg@XdbIseu*Vp)0Yz$AXtyeUc>~Zhm^|f9r{(^;Zp{7vg
zAUV$y?!YRhCMy>jC7O%)e+?vEARK21F$B?oj!GD~*GAGl1ya_Vd#yZ3v3zDv%}_tt
zyiX!E<RnOI^U~j1j)<C0lEt;-i;IVr+c%HNZ!R!r3x=LI2g`AURi1D1SOE<H)qd2z
zEBm_oal)?@BJP{K6KZj4RpiXZGKMey%%EaLYS4=E)DduAwmN-UqGV5DfPX;2+LVvx
z-2Jr<BHJey7kMG7i2r2Uw<SW&wVX&=Ew63b`ws>GHwN7*m<p!@fY7`Ohim(Dh5B|9
zoT3*|oSs9b4te%Q4(Pc;j0NsW$F~Kb5rwl`ZhzEvfBs^Onv}TEPnc=8OYiWeU!UW^
zaFQlQyGNGIf>Ye^u?;w1YAdmrZ~q>C=drrEcmb#p8}M(r!B@Dc%feKVX4BL{Vms$z
z?Ic%^_>}tr4k$)udYPvR!!O4;k6uh+U&805NksWGCrQ}#IdywVPC#DEP%<5m#J=J*
zPcZ7UTX%VDL}pMS2jcoNcf+MliVlg3PsuLLM>@GDrCLI;_m&T=1|6{Pkbd?6V<B5F
zHnGw0Gpd>^ar^zyrUBJbF1D;)V4kA4e~Ze7bshUQ5ktOt>M%0&G}@9(al*pPGJ=RJ
zeWsB|b?g$Q+soAa%;N60%-qI7pj<`KWHU-I6Ev8ea6d7vD^q^Y1(QwCw^!7%7uXE$
zs9ldY91b3`)&DHRUXICTg%Fa+E5%&f7)A`Y<iTHHS8>tALyp@P(|e}e0dtmtK}Kau
z?Z*^R3KOT+@%Tgt1#OgYaDPJPfQcPDg>%WVr<yslcZstwChBO2T8VhJZ-*vE9z22K
z)7HY3uP}sorb+olr~UP4LVv5lI#)xgWnzaU3BL3G+fSmk5+(%=erisH;>p45+sY9o
z;{Jv>%mpx0m3^_bRMmtU_ZS$GW&H)!Q)OOPACR)PsU#)K_+DsFm5m30tlspdE9NpN
z_GWHD1M2C9-CGkQ=KIvD8L{O9>)F-b2M1E?T5SpthPxO-eCeg(;>TLy$#Jsgu~W<O
z>+X9%iI5HjKr`3kwg@`I+1v`20@CANpi|G?aDK<?yXz~cq3o0d11Wz)Z}f6Qp(P%q
zJjj+Pg>PxU$O<lSa!e*1Kq`{g-(idSn+&}JzZZVdGy~xlPwyYNNeDk3Hd!m;Ia>s^
zga^y9G*()cwKb&3JS?terFuBKJpcKu3R&)>m~g5RHuwKxu7`|h%+<etG><qqH8&-*
z?WAo*yqNvJI`)UL@|qOvBLLU5wmH8wV^CkF$kg&5NUPJ`fncGD?F;F(K>+0}zu)TB
zff9t5{p~y1?9R{_bTibV(!%|=CNmbyo_I8uzQt5?c&b6D>{neg&MKk$_nHGq|0QFp
z@;py?e07H4ulmlbQdR4Df`1z=#Qi6^P!;-bApb8^tEbIIJp-h$Oe`)EM3F9n6G^fb
z;gwHLzV80SBu9S8qb4W?!EUZeWsb$h^ss&lZQfQ~tb&`<EV|M{sJ)I2Rk%l^Xa7_|
z{!&i;Ubp^)JXmx#B5I5Hs?*V4cD_Zz$w#uqjx@S?cPlrE=rN&nyrYj)KkP52awq|M
zENWl8DL!!e20M+$(M#K3A5OJvf@%Ti;6K#@>X;1wf#zS6vJsEbDJl8VvVSJ9GFVza
zQ~A@F<{K-+Y{B0}5#ShXJa<!-OcbGmMl3%~&2CNaKYCdf9C}t}(~%{Zp<NZ+4A?BB
zz!GR*Y0JZ@cPpg}_N=|V&D-Zz{Z}K#tp69r>P%00#h-T*r*!aP`Eo<zyG5Zh(|RV-
zPL|{cgu@IB^K>lAd7@Xjgv$?F>%y@kQ4IEaqXbcs?GC#QXwUPlbkMo&`ti4%4gmNa
zi>Kp`cLJ_gCXWjTQe)B&`V96Fd)#E3psTPE?I;~29yy%-&{?%KsDRq$>#YXPol@O_
zKjaJ`VI#dK^*0VFQupa8WnX!i>rM~z0RMdzhA}`3MgOb{5a|YO=3sGya~-w7ynxl`
z&-tte(8fg<7$-YRWQiq<YDckHSv+mX-TyC4dCM}Xs`xKipdDTMhYptnZ;IuqynWWt
zs6E&Ht%S3=@RM?Y$136$Ystkz6ef5HK(%9c|MJC3H!Eqmwb8quFc_~XEh*0h?oIW8
zp1XAp%_TNV!-wiNT;vjS-}hhjTQnaGq%3I1mlT5~2*;V_el7P}6_3!Yhpr3j-2X{<
zsiWwlSHq}ddiQKg9n>9q(VhDF{};>_IL|fgmIhA2;p9F_XXDdf%DDxXjKwdyV#K}s
z#PVnMpa38a(b=kU{;ThFwh9jZxUuC_pFd$<Qs?B8y7L8Z*q~SU0&>dmg5wVzoSZ7O
zTQ4^35w!R3H-!BT+aDxA6I%4CeJvxS4#8U(=4vtGIRG&k%IF5n=-it!yi|G<&?yFw
z>-4B|+MJ5mrT-y5ai%lfg|0^04xLjzo*Ttg8Mer}PEZ+T$fM7rZjp85!HQk2Q<mSq
za(YIaQ`a`+{VNgvccw`%9x^mlcxFBgWNT^q9!M=(f#yEH+*1D61bYowPz}2=EeHT<
z8q;s&eoGj5eTWr(gzlLFgW});GC-ipTjSf}i#tHo!1NzRei%45gSjSsfBWzKms|Vb
z@;~Xr;FObec|VGJ8{aZ|ImlrDT{*4?Rcv#8X5gn0L(#w1z^{`6TNOXSv1$Pvw76|>
z4$O>goclc)W#T*ktS<<cl(7~XqZm1_KaVBGeB+cq$tORjjmJ{upKx?*+Vr4P9brac
znNeP1$(PS2h{`!iLIJs8Fb^uo6r^?yIHjR4>BE=y)jn?3Dk|1~EB_Bq>j-dr-xE>f
zKlg?a7*5DCJy>x<mYM5>H<VV>I2sAH4l9k|vif9tS@9ri(Q4sSj)NXSROHQnX3N|r
zx;MrZ=T>I82yea#P&{>L9E^?rrNM(4quXgULBbK(np)&NaG`lL-9(xJsT2R!8I{o%
z_}%DC>OyifAMlotW%|^j3G!#+Mbg#F-8w`i(9aP*dWzj0ArUw{t5o55YfhkuR70iO
zZ^5Dm@CM2}I~rTfPCQsdEM0Y3seQ^C>`7ga6}a(++Am<|#id6Ylj`a`TZ$imT?29Y
zWxx5`uSaYOb4=bHg*3vv<Ik5WF}DZ3{1^I+NJ&mqyA$3+2MG0U{)=6$b0qKJQwT&$
zZ`RjOva5BcNzXcnQXAiyO}RHIPMf|<yUx#kWaEma)KZvebvpBdpx`dpJWRb0Fr+My
zLL0xlw$X~ee5FH3uyICqeEeRpj61onxi#rK+H6C5A2bnV>T<;s5LJe++vr(8T+Xbp
znc39W#8Ck}(>5j!+bo@0l0^OII-+#AVLh#nAU)lLlh-OymB)jPhgkI2HYdOtop-jZ
z|H!X<#%yN%E=tt-Zif49n@6bcwC&#&o>z2gl})EsN2AcqIl4F*W3W_(L6MGrEp7Mv
zlVjjfWKT|(qqnGD^pakdv^;bQ?Eka=0sK(HFG)W*N<=RW>p^-)QKP)g974DbR#J{H
zuBmklE*h505{e-Ma{i$Gw-@M?NSa)1K%+#7?M30pmGA4~S)uJt92_}K4^m4u`gLZ+
z+Q%iopn%bs7i}5MTYsl*P`_UVD;?m`1qF8P#r}vCZCQ*sf-M7cm1GQ>zq6HfLc+9$
z6$IitF`|S!>yZ%ZS~g+6Elc1}wz5r6m_NZbw*VN#sk?kz6UiZ{e9}b>0%@Sl(X~=y
zK~&<wqZ|{Fsh;rAfpb`R5;gLflx`Jt+;d<GHf%)cr0uR`za<g9x@KV$_(hnhcc++k
z#cfdEFt7T1HpVxF&Qc<?BnaX;UO`levixgCU`sHkt~eo+?Dm0YP}Ymk-S%td-jaRo
z)C56il%OvF2y9U}^POZwI-0X%ph*$c{tl6;M#(d)!{W+!P`k`XuYiZ!?tekmXq0=3
z1va;qdyyS{dn{_p9;gleQ#ls7GF9m4<wEUa7d-@9PLainYDpEBU{hy2^iVMx)W%zH
zY}sFU?vuX!nItbwTx+|%)3{!Y{`kIH(Ba}-y2J0RqOSX@FeU(@hba9M;(Rc<+r+2~
zx)|cZw$i`>O&YDBr7Ju=*@YVzNyE?n&||7VH&1;>3lD;XmHUK{k7cQ*b@M+<`+#);
z*CN$eFVICjyV-~AIevA1?d#0l)Rz=P3FsX!i6ZOQfnTfKmDsO|D3-mjY3hv56m$H1
z>=?pK>_CCp^z#z410y>+lP+VH7>jCV8GYIKiinpBc0BTe51eSTRmAn+r!OS6S$n@O
zSZz5wAMvzi?aZ07(g@u~-qL&#=&yB#tA|hMZ<J;8y^WpwG(*kR3}^pFJk$f`=eD#>
z-JxxfnIpxtbE$jvcJ~tNigc#9TSS9{ar58<3E5$albe)8k&yz!zRBxNw2SKPXe(oA
zpF?)AAE=PM<cb)c59Jy^wIJ)yNn6<((i8cY)~Tn4y!`vB<FQk=t5KE}m^@lD$<}{B
zjrlF6-5ABw#<YIbE77wK=-*zB0|+KPm$THOIau??)w#v9LF3xlY#tfsFHw(=6#R9`
zC1C?<z6EED@7hW>)II7}e`o(eYP|TpC5t2ByEzLA#SNUC>YUO%lJU_M?(+H7z`z(7
z+C|JNaKwZDzkiKFZ4Ar3-i2F14X-v>Fn_<Mh*F!#jdAI0H|M6chD`sf96&wtx8z4c
zyc{k`@v3W+sV2$5a4_NzFnuDNf4WqY^EapLc=YEB+L`9(c0G}$eWJd!m!cp~4kD!R
zRY7&25(GAxyMIuJtLpAhd+B)Q-Pqk}GZoZS40_G96#&4F<nEn4)PoE@UVqS)<nGll
zT&fopp)oLYaBM|0@cBSjQ0!3dcA83jhW=QQ`JKIB=^5CH>9B!%@;2()Hn62e{*M9t
zb?M$EXs6<q4Cu5NTy%VU&)Rwp<hS-09{*{f*|x~uQRg?b8KJM$quq!4qIl$gsF#l9
z=;s_)`ZLns$Nn1+Irm2jw2S_><KL|azk1ZbMZd|&^3u2G%NER|w@fH56Wlw8`w?H~
zcadYJ%}%t3gr8#Bf54wsj0n;Gh$VU<8@PU#n84*7&q-!$B?FsXE{<kzmHB>IJdoT0
zk_s@M$MhskzlrdxKZ^c+?Ell@{}-M4+tp+!UrQl9B-zOiW6|fxX*0b>bv^CGJry_?
z{KyJEZiehf8&mSmKaxLS#0wjFqM&4yUfS@u&C3XDgcz<4Z3kf&WL^G0v18=GnPggU
zkYxPRDdBJG)rstA9Ie%iM}Oi{<WtOI89rXFGFa#x#z9-kR=7sIGL@Ef7|eVBOfsAI
zeRZp|A7~dIxDEx?E$3MuY07YwW5v4Pf;5)a2iI40<O1SKaaMQ7$urVZhaf@|2&0ML
zzW4g0SthLm;3YCQRL?~kR`lD(U;lNZTZe>c?U^J0j?3;H{M=H5;+5;pPPdp#or}H`
z2V-b7iox9AuVFgol|SM>#%)w%R_r)l-Qeio>9iL?^Um<UQ!up`|H+8|wDh~5|G}jG
z*5b%4q$g-syfjj9rvIM^6nW;4&XPq!uftPX_k=oxc2JCdk2RNGz5}<&+5171dZ+ro
zojm7r&?q9uWb5od9$bH-+$>8Xzn(T6b;iH$a{2LZ#oGK8-`fv;bfPvLQubH;pdR>l
zAU@Dvbc18dE^^dd`)H!4o;6ZHXqVTZ6m1yuvZ7JJlsP6xqm<w^`8%%ygiPaR;x}c%
zgB$X(TZ0+lpYufGNyU3;odcKG8=}{ff}u;po7ug&+&<jHQ4%b_;x{46SuqdpQ`={V
zl%s<M1_swism<@f!MUzU=RAjljZ!veHf6F8)7o<N`(qm;$2~WvI?|k*(ODUszw4Pf
zhyKL8Xzer0I>_bPdGgud^>ZLm|6U8gwRI-*UuSBLFmL{tm2Ug`g|b|9a^0NPBT1`2
z`ge^CNL!blH}RR%Sp8MEj(gSNt$LOgibfXctP70t!Td7#X~N7&=lIPLSKMzu(EAhM
zN8T>it{d$cUTX1NHuYUUew%hi{Up6w0Mujo6X|ucHr|EH5qI<P=<j|I{_4l}fZ?kK
zxUL4o6##dETKNCU?E7Ye$Gy*`xePl6xCC6UWfM&4d`fHKc;KHfFS)Ob?Z@h1{1X1h
zJKZ7L*FL6y$@KBB+I5_N(c<dZCdMUY(42OL<gUNEaAR$A!#m5|73*0mv>73K*|T&j
zD1Z8Eq?wUwpDB$+#OjEp-%c*$Ou>DkH3nWJPgiX&aYOr^nf;IR{Pd2zwB8{d*Z=Tc
zVNh}5JSAB8&1I&BU@}^0qHbd)K3tZ@K<l4oJffms>SmssngfhueKrg0$s><)>aVL=
zGmLHMIvr&z$rabq!1Y@-EPttHU;dMiE30)I{ww<K*u{&nSox}D-Szmoc}ln}Kdn*4
zBY$B53ubNK^`9<lHVs^~=*e(4X8&)VOgk66{8s@(>u(nl%?p@mYmPf#w;5`JCCACz
z{YDji^d;}0(Svpsu8=W*7db>th2s{6F?abB&41rK@=pd1(axDiNvy_%7T~Jz&Z{JH
z!1#mcjH!X3qQK4voIl4OBok=YNGktnB$-$GrZqJJQOdm>1geKuP|+pBL3izaSITFW
zGqJz@toM(`)#2+Oby1$Ekp2;!Zp&6L+)t$<?-wChXPk^(U5-gb+V{Q~SDI=@B>$K|
z@(F3aEKbi~Qw3pFOZJzmhdbsfgMk-<?ZBTXCaG<k=Igo#_7$-({<(uj>Rq+g{(uLD
zj(f$4eWt8m&JhRvJjP3T;5_)5U$=>prVe$MT#MsAujGHnsN9j?dIH9!t6m-W(|KEE
z%6H#5PiZqt*Fcvv9$kokVp{Wq0@~Rlxy#jfXYamHT6e&UOx@l)vLs*I)nz<~K6%gZ
za#QgWnjDTl_#?O9C;uh<-v|CSgpkAT7#x-Of*_{x!GZ?-sXHM(?|_;rWM{%Uy#$A=
zHr_S+c2|D@9D;|17T6`9{}K1>PUNo7eys<OisNP^S7Fi<GSn6rZ2p3($IpDUqaB=%
z`hx~<|Hy>qY5vCcu9!anDdc88u)DLkIyMag{1T_=aZ?WCySX$9FkADNha8<gkVZVF
zC~YeSPr;E>XAqn1R!AZ?X}F38<wD9r{@iPitIlXi#=&&rf$GC<G?6Bs-}rmDq|8vO
zo&B^vcKnr_WIpsD&e9?mLr3@@*dcR$epSBjn47d}rIYZ1iUrBg<^dPHX)~^hJ6)RE
zNWI~Af)^5R!Auh^I54|*<_$Sug%kx{37rYB>}#OiDpK-K5}_UV??CWhieiun-p{PI
zJ{B{h@~ZpG)3u<qkE8GIb-h6Hv%c&Ye{HdoHR^HrRUK;M^@sj3_SBce@?Kj}3O*a+
z-fIu17!MP@bOnv>2BfSUHO<j0Lpypd;j?peoKM;!ufz0=(24F7>-^A5tpmZ+$UHQs
zSdu?jZJ{MD0J7%I8E+k}FHfsq@y4!i%5$>LRi<lnZt85R$w2j>XU(vBl=lz56|I-^
z4*P3=nc2J+JA<ln@}<hpJB`N)CrvV4B^g(^ucDT?bp>)V_QdRem8smQhwORzy<E2l
zIextCUS7|nvvl)HfE>7;Y|bl|{d-tq!edq0MLu3Xe<b`{N%0xQJ6|%>eMAe259?fD
z)jW4Z>(gG|*U>F|_pnACp*@W`M3cUbbA-jtK&{`4P%;+XqlcRFnaIVHa<xjlW%a%|
z+E%RHg<C`6D%bM6T<=TA?1@U2y`fKXnBgMz^WD<U8?dk74kljfELsw@9B}Zxdyz$_
zZ24CQw0V5t3-_#S&*gKMUJA1u_(cg!@!&0;xqRSkuB~XzjQE^^LAr){8un#(-b8Kl
z#52W5Et&3n2D~)p_sw_;C4BwRBzE!mEZ<AXfQd;_egA=FX@^86Pbrd+J!<I9_e$`D
z!lWJ78=NU6!+CDL{`EzgE-hY&4QXd_T)u8a8i#ULxJVPG1F7fTd-7Kb^UeVK3Z%c>
zuv5bD3?U}CC~$uAX*uSVhtziG&`|`>uJ$FPS|dp(Q2cSJwJCZKmH({u#5&LL^2e9l
z75(;5J$D`0K<RW`zL*ib`Yg^l&$y&qGxtkr5^qu*KlFU-{7+&wKNQXUm1+Nz9m-i}
zlzGl7pFayev}9)BQggIPYj(0=?Eo;iTzcG8>~1d(x2oWRZs-7;+4JbAdKnB7=>OTl
z#sCVWUwXDzvq;))H}9>g*z$wFR`4H2!Z%A?G3{1+`V|MHD`Qm^S!P$cjJTr0tsZkT
z%Mn=<2ZSWwD9v!)N=&}fG7~J*#}X69I&|KHRU9$!mGcLj`Dpw0rEXhMD<gq^J(V%H
zj7@1NpW0mJ$0$e}B43P>+)1>@%>=>kLC4meA$r<zY(E^mtMlI)jjHvOubeLYa1Cp^
zunJ=gUsL{65hTAm^x@p&E@nx^$aiOkX7uZ4^hMzCn2zzDFh*R%^DmFn&0Pr;tgM9N
zdeF+cT$b0`#`)Lb+wUH>4q)G0e6zE3x2(fc$BGsQ|FFUK{JQ0|p`MuyR}*~Us!RQd
zhlYzG?-=5;+J&?GcLq3DN*>pcA%zF~_ZaXO6zfL`9NE_*{HR4WdvGbIr1+zScTz)f
zN?c3!`JVFodi=3`amr)iKiO17_=ZGWQmmZ9l>9BO)(z(vi)RN2W*c7suZ7@4fZ(WL
zYt!B)YL2Mq+KSz-`^f`7N~Wx-4>k0&>?xs|ZJe;3dm2oMdbeW-^g5vs{C>A`h?DM~
z8|I+`+l`3r2+z<Dks14ac0CF@{~fnOqlEJ`Z(2vrV)Q9J(Iamx9P1>L)fEuB7S9xK
zw2XhlA(YND?b`jw=;1rFFPz&740=(g<bKs^e_7{q+h(H+vxfFhJ2HkY<)2b=Hu~U&
zgnB{o%x^FbM%TNwzTle?M)p4AMaqq^AuP#5=Q2KU_YR>~((*p-lQ3@MW6xbu_;xo~
zBsdnx4>Nwa<7RZEX>dVNcmmt_e0jsmPDu5vQkU(W@X??Y_5-_?4y0R1<DBiX$_umR
zOZ9m9Ag}_v9*Fjbp*Q{fpB>qBv^AeiJ<q@3e9*u0u7@$Y>!APF^`-}j`IXDTvPJSm
zZxin{i5`o&#QmI?JH}Sz1m$N2`}5mksZZ@>xU?(Jh6QY+Tv36-?9oo^#?Y&7$p|C6
zUgtaw;4=`?)$FdtZ1uWzyRu1A*%h4%td3i72mX|8Cifdc3R|}OzP9L`H(zeC?)??3
ztg!MBX)DU#u$PyM8G2v5+%OlaQQ%Of(bKT}YRJz!z0T3*g&fPli)m4m&<B>wkLL{~
zPGXIY?I)R_sbzVF_Wi$ERmgag`L06yHq<Fzr(FV>L;((Ogo!Ah5vw1Ukqu<Z=i!x{
zNmCiTQ(dzW+-Vnb2?~0~5T~xN`Y^`T$3M2fLu!E8<HTq^V#*}%hn~UNV~m&5Vwg`}
zIa60*cJZW!3}Q8Cv~v`i%HSi8+HbM0al1_u+E3CyQ^u}l=%pP^OikL2GZwEw1a#}+
zlyks8A!DptY8ON9YF>h*-Klm`-m$Ijm6F5+>$7l{xqRlV9_M1wllw0o^X_0fdQ@rG
z&27u;MnuTj!xh!9&Shyi`<!E$=i`#+gz<Jr;het|806~==Ib_U-Gs*K!mt<}TSwcT
zex0hSJbUE3YE}4IR(NFofTEgH#y2&GsTJ>Xaq&e1iSF64<nn-fE>5<)`N}y(L&OdG
ziK34&2fs%#YOmZjTYWE1V1nrrAVomxF1BTuPM)OmV1FRDszZXn1eZ2xY&b138|S*?
zf#r_Vl_hz(^K)<7n=KRXd=gE4%6mj6vGvqgDNeA`*g3a<I#;jE%FsEaooO9Gp0&^<
zdfm>pt4d=fsLPvU8Rrh}_VQ-zRU+9`nRgc1@)xK>q2D07Nl;z9+c7lBLwA9<Lyr(0
z;MPzjmv$Fq)5$NH?HyL4VhP>7x0GLh-`A#^RiW#+6X-jnXX}?CBX>kmQzu^OxQLGV
zz=r(<Mh8-&RfQZcA3q31JBpzq?xEt|grXbR^;8f<XQRAow%rta!q0`}71)Fq<NaG_
zPJ=b+(kStmpgJR~o38@85fSF0==uP;$u&nWb3CRblZf^|BaJ0?kq*~Sb}>eJN|_{N
z`xj1yS*ln`95>1{u&<C_N5r8btWY5dR><q3IJ-Pem!*!o($E(~J$M1zag{9mDf=^3
zC;>BmcCEg>yeZN4_e8QZT%k;kMV!Ot=!O*Hr3d1%txU1XOsp!NtSU?iKlKb?zzOVN
z&>xPU9a(FHA-Y6YHJGgec*WbQMTqrYwzm)GD-C7!{LXo4;|Er*AVgDsB{a2|M^_D3
zwIQsFSsIur-!pt;Tb*g@S9#x?9p-&b8JJE;R(4x;Rusf!hQH9>>Gr9@e$vIGQMSA%
zu=ho>Cv|STe)cw7YoFS=ds6Z0_A-ajs=VosOM-psyf?lc)CrXl%+ku(^sUqnE7Z>_
z)GFz<_tX)T=(VrX^%MXI$v)o^0x=Wy9LKzx8mg0s>(Og)UUGReyF9r0>~Uzs?FMBY
zrZKk%Ry~?(YUg4*8d(qSiB-Q{bI9#ZLZlH~kc*iwA@Z~EBY(tID$ox3zO`0W{n-Zw
zL!rHTuzq_n{BzyL53X-3Ofp74dkyAaijBzf%7Lmk!+1|CA+Rk<uk6X$iEVmy^ZFGy
z{FOThBOk}&2m=}Ci!2^ES!)rJLcO^;A25!SNvX<TW+<)WuSG6VK8~7`i$5S<gzA0*
zn9>W8NYL%HgG=S>IC)B&#G-g3QHTW8p~Okup-J7&$rO3!fz(1Q0-;~>b$sCxahH+*
zHtZX0yPNd|f#7<)-0?-q4r`RS=i^q_<K*g$dwJ<vd4=~%(zU8c;g|?=kPl49zLIDX
zl@EET9L(M##-b|r<GDm{wC;~vs{M1NQ&$vpk&Q?FnV*>}_jgu`q}Oz(CwH&gsZW}l
z_RqfE7!ul8`qbop^579YP^24Ze}}U>P}PsN-n=q)eK8--*{cXkhufR9TI)h%6ZO6(
z>OsZUiEE{CZHbtCF@bn!zJyUk*rP<{^P(vc4uY?{J$Ta-bZ)pOWJ;&0+lm~Xc@h(&
zJu@6zQu3+fWL>|#LtsYsa@cz=fj5h`>F?0+2<PCM>~0};0JH4j15+MI<t8SDhU<-%
z7Ga^=me1!wgJL^BM5Lj{Um^JuL|L9aW{G*i8p9EB>yh$>vk{Fq_CE=2xqmO>)?n~a
z?YyT48t~$y>#NlHUIy9Ug^!Va_F}i&^l-4s9$P=O|6s^lL+~goZ+!kfFBNKbPV_Iy
z0g;A}^0EAT`HB-C(j;$McXLwrB<?ES$poNMnPYA@Sxp-+Q@-837L-<G7Uo!de#}5F
zUE?#;6RYmS%RdNDL^Fx8O-CLGp4%o_V>(gbU3i5LAw`Ui$O;FqUn9^iN&T|}c6zE6
z-G+I+8m&+tgnkm@gO%dBT-$TyVq%XXnm+E|wI0DU7?<!YGyPh9&U3Z}XIBig@;icr
zw-5c&=$@QuU500V&lKJRFv@<^vKDGs5t(zeoaL(+OPd61OW*$c>{>PNm+tGr7P6-v
zzRJg|=^_<alQ`_XjrMS8P`)HhH}MP?ZiA~z7O7sG+0{3%yvM!efFs+i?6QMx&c^KI
zZn5p^BF0{jP)C159~+a+$-A2g1H|YvFJBazq;|%t9Q9jn$uzBep?zxBaeUJB6lvvX
z{wH*D_OVu0m@WZwQMcSt4}M>d>>?NRqdgu9fnit{SH)618l1}#GP7TkJj7r38ehn(
zQk~M+R%5Ym*N(&lWjkx$ETJIM$5b2~!U-!#Of=)291YN1cz#}hKW;F|=^knL_;P@8
z*|<nz(iht$W5scsvcyDyQYm>_CHHXxx==*EF2(&ul_Qz2UDl^~67J^IBFa%pMA(br
z9GX$O4+`1dajZplLhnf#XbN(9hyKXZxkUvthqc5xJY7CL3w!hB(@MHK)n0PIV^nDG
zH;ViW%lh?Tq($6Z`G7MzH5$87iVq%&H7r>{w^Yw>w=u1Bgfb24Jyq>STr+e@dd!w6
z9Qoq?%Xj*yW~SF<-iXHc&a98_oXZUuBI07nH&{_i4^aDUg6i&GatUUTR1al~BY0ML
zy5<eOu&mI5O6Tix_N%L8PntM7i&`bdCBhKAKSyual=v8oYFx|n(AidJgfC!|RLL4d
zBs`dT@5aljd1^#oic|OE4}BT+q$|k>$J}m)-7v{2<+#Jgg15`7VTC|-3O1J3Pbpq}
z=XfF8L-5qunTv1WKU#Y;6B0jmC3b&!A9>Bt+D3bqjma(>wZ@;}$<c6%dE(IbOS=L-
z1Q`e%ZMnob-R2+TYC1V`?L`|SblJmW40<vLwuf2Vb7m;9eB@5qYQ@u&3N`|+UfrfE
zQ;{1Z(!(##i4|m%@Mc)NKXj!*-cN;@o3+;w4&t&WdH!*sX<{dw@2KD0J=64&uHA3G
zjlL+19QUx2sTdbmN5W#2)l|mvIUYePd(z|#dIPH7FTc+Nk*7pMW4z1`00uQXL85wx
z%`2%iH3!}k`Xg_2&K=yno+vxM8(X`${2b|AW|(UiRFb*e_-d#Y{%&(TX1HexlC@b8
zXR*`MLJ-=Y5c#t`OUz#`qpII=^FmV2m?Wv~CQ7_8Hew9^z=<6CDGuF@oDm0xg(iT9
zq=kdP0n_uxjkDYF-Lg6E%!kq8{TBA~K;u1&tRB(=;1oVGRD73~W5Ndv$93&D7x3XF
zSD(%4CxKrk>5k^<I8g-G6w8LW+#Qmt2T}?-DrX^<B;5~=MN?Mkt{M-7RF4sKiE{%M
zP2a--#RU`tAesAvFXTtUzibamdu4h&%JoEuW+!y_Bx2Ap-?2KjJzwlLIq@ujo$rXc
z@=(3$AaYqa`i&Eui!qt0-5aUJ%c&{J;wtpHslimbI5*N&qs!oqwzg7O)H_gHFzUK|
zWbua0HbKlcRf0z~FUu4!ivunvtXiB=%*h#ZKM`XI+uJjl>sIwvWb&;@LT+jQ+xEIQ
zoy(cMYNBJuJ<)5rtjS_dQczxTtgfST?u6q+ZCSn_vU)wF<G2>bkJlZH*-?BP?An4d
zg~mQN5;ROf(wQGsvbtf}65jlVDT<GCK>D+LF9r*(_I6R@2F9|!N=OXW(W$`c3bS-R
z7y98j*7Ep`WFRXm->|<suH2>qkq(L-<{iX?3x1)i2e=maA5Xu3`N9-=IRoqb)zQdV
zS^$r%D`cK2nlxK8o0;gjon#M}+8?&vZ*1U=X`q#&gjoXShtIr0Guy$P9&)d{msOPq
zGA0tx_I9-fT^X<P!n70?&TCUJj4RJ$xNO0(SB9}2JZd>ds$Zy0-V=nex!Iv!v`&N>
zL)hHy#_nF<Re62c*ckj34a-yzR>IM}8DZ~_9aHg>H0w6ooPNk9z+#0HSPqcebu-8$
zxpgv(@hZyobkXy1cM$Vr=R6xmLq3k$)};_MOZX)Y*d#LP@*>!yvVpl}X_+`Uu%hjw
z!RN73jyOWtv{(4pZkL01axx;C@%!CN3=9%f%jLOaI9l$XiBN1<kMQ`CIrkM!Ta#AS
zge8)xi$EA$r^xy7XpXjx6ha%d<OE6&`J;h`Gom;VH5H;dXdBB_Xy00DR9f&8vELd`
zBI&mIrI+gPzBjLjHT5tiC;)c;^2L$4;zu7sx-UtX$En|DJ+S-DETs9?*>sD|&kQ5a
z64fdm-Osv5HhK`JrlOaT=hyJS$Vn{G-asuj!c(k9*><cHF5rRC24zN<jFK0?4kuN0
zKtP*&oPKLi18^S@z(8q<oyp1J!x#eptybZhn|zL=V|99YTU+A(#_IiHiQ?k^>F~rU
zPaAW83PmXXIbVF#rTFKU;-io~R0XJl<N$lhp@S=qhmRK6_85BREahWTtXNY#Vf`xk
z6@1N0L-!tLHbq_%$`sFb^x?~m+cy@=eD~nvzNQ}(rXpghQ^n$3GsnurMj~l=xD(~?
zVBd>RI?>eht=i4%M!e8n@E?IMx3yWVqTT(~wXZq!LJ?6bzjg;wn$SVJDjM7po$wpx
zhBLKwnG|Oshrk}D7!yAW<D#LrT?7dm4-3+dN6CA-NFE?B!Zk$5?`)^8rx)xAE0rT>
z13aa4b~=1$J|T#KM71$@yEbdB{V63QuX`K`qZyC5WOyfD?@3x&)V$uxmwoQb_=26a
zR2G}y5AwILWWm&q$&bb)9r*DXFC=fgKv800PtiGSQjv~hLUxuPelmEdK!+bt3zuNo
zCErs0tA+YXg=}#u=OTlws%%Aji=^0MkZGL2RKU^{mmAdgqk6m&_oW5I*wqqPRib;m
zZrXWPs2TT{uULqJ@`$tm+8z{pZWF!6OQx*5^%&Z?XD>~{H7<X2W=(ayI1==M6Vz62
zfD#h#p;^Ay(Vu51d?^tZS@vJ#Vnm|-_o^~TX8Eyp@v>6RSY&kR<PG-iPm4wTY|RRv
ziUJj|OYXN1IgJN&O5e`zKCE!|v;s<8x9iTGm$rAnfCtBh!amvdqH^CVYYH6kVJCVu
zL*MIRo2+#S1YIXboz-oKsJ28<)Zg^(1ybVY)*tf!Q3}*%O<r**YZ)ILf$;xC)H-^d
zWKAMK;B2}c82Bi^ZG&kSPkTfVDXb3@AEz5oS!mtt`|%EQ$L#G`CQzS9)e#rXR<*6!
ztkJg<U`y2i@l4fL)nao(SBsxzs@mUMmwV8p3&bvn@kOOq9~Cu(P@>tb@jQ#rIzQdb
z#^4R~MhB<lL16GMHBwLs(-fkRLxptp=4AK~5>>EC4&LODO%}?<#s0Lu;<w&(6(3-w
zsBg;74Y|fULaBnOTu};~{Pvx-gS`!d=mY`!)y5);$4}!T!Qz7sw5O}eLo2@dir=L)
z^w?a1M4PR6ij)}a?w+ul+f0J&jN{GNgB?vOaOiKP{mgai<PNTh4*}N!+yxk9+`7AZ
z@nfYRN-~=-zDewI-0_dneQ6!z+85l*V}JTtR6^SH0HA7c%eJ$#Nbfas0r3e60M+d{
z^dKetx$1@d`y%gkT41N*?^O1vUYHVa=YF|&m<>c7bIIQ`G1DJQjqF7S_sfb2ozu)4
z$k!1t)YFFhX#<qP)CwE2OpK$lXM6y^2f|%0CE~O2jR?g@py&x|(2d{2kC+lFb-EeV
zj$hB}IUGi#0_VRq<yC8QG8}xbW1p+%t+Vi`woxlX-i$0bfX)YIX+%ym5>OkkUlo-c
zMqZ0oRbYAU%>2G;K@$M6ivlSTi%_F;c18zILcNd~z*NM=^9TA0>;hr$+iu_)p;aH?
z*MVG?18#tDV!2$|)O?hkTV-*FBZ%-DoTsB9t<(Ctxcx;iM_tphc=%*Ne(#{nJcVuF
zCsD3cO*xtL%a+QPqnE}$9yNXHWSlVj*3Hyafc+`=GJ!ijDk`58Q2d@*-na+PtXE#5
zsg1;U^%>j{s*}m%)93MAp0Bj-u!{acR##~(N!5hC63_oW&|0SBDjgXHV2p3DX2p<M
zH!22;p7a0=cX3&wov@I0wMa!MT2@cjwbujL?Ut2)S6pSqCnIx}Lt#d<J7<@K?aB?o
z3>C{0ChV<K-3EF>QC1$l{Ln8yCa+RXf;@}<sAWizH^kmfbDS7zCJgks?&!2Qo2w!e
zIobW3^u0ypyAJd4O(b43>mF1mAF5S?dg9;k)DFTM4+}!-^_2gR6i~w9ik02!TJM|y
zG)y@MuVF02AFrxdGv!9AzAy68n>r;ZDM~A$Ns@u>ki#<)u_A?CwqP<qXMP}{mm@mg
z6dF@qQRoO+U-xEwe?n2C#P&|!{ac_)V<4L8GpHdl+I~C30+4%!jMI%ZuD3*|5N~&c
zloe=|=)jgByoR8JK4rS=nKC-g5TOI@&qs6W@*!Hr6oZF9Oxem#dgy>eQ;D^|l=6)C
zu*9IA%3QGs+bNqL^tAw!xkvV840}Dxx2?Ceg-bz(U7=7|VdDC7EILA599k+s*<RVf
zvuk^hM1gpmh8!FA$9=73;~H-B)^W-~QyqvE45tEu34D^@0S(b9sVZdhw=%+MKuzT5
zDQ_8L00hE5zMNs~qXkSO>V&h8lZ*^eJ?cc`_6+^Y6T*6Ws)4TFx)eEMG#&|sm=(2v
z$aU{bx`WW&$(GoCCc(bS-@iAn%H7qz$as5P!mPF+cqM80WQ#+Qiw?QMMZUYv-`|u%
zD&jl7NLYbil2}}7N<Q+e3;M1y9@H<wO7mhcz$D6YV=&K$$}_>f!Np7!OGA^C&yxeU
z)b*R({d`4=o>!GW+9+caElr6d1(%M>$>BRutAtX1igh`oyP*k6Cfy;P$73vOPMf^B
zaIuUS#}?@>zlqe1B?f7<Gkq4TsZY-GLY|$RYx&Y;Yw#trtB5^bnY`Uyu`a?`NYwj{
z?i{cJ;T0MzHovHBRiUd0|EV{Tr$c;bMOuKgnds&9PnB25A(rGmE)95GI1>K8tN2@&
zMxE4MQFcAv6Pjm8dgDr;28HfqbOCzxLd33i@2=T^JRSZ7RwLb+kJ?#Ny7s~-UM5{{
z2&|7cmL2!VHk6h9)uo%y9;f?!)i^V$ch9xKF8tfRn+fG?2cnU&JXNzhlewaMFd%sV
zpam-gE@{})lAlK==VK)D?WKqtRi}>cw+-M=FDa?a&e39T<q^I7vh&A%We^x5dCFyG
zJfxkaHT;zb?WKAJzD|;SkTN#7wU9l?CK0m1KR&=;$QKyf-Z<J6SvqR!<8;GvbTSCA
ziw35mU4b^xfsT*&lz`HEfYLz<Q2?avVTjq$*GeWx@jM589`byvcFWkkn<u!pRgCwH
z8OfQ%SS_~Jc_`IwL=kT59iFu-hj8MTT@~d03F$+AHrL^aFfctK6twg)FK-^ffkb0K
zrjUaOO%3^7_r~sDafQ8O#xmN&rK?5bx>{dbR*S#vK|f0_RR7^=$DiSPN_aY*yUMu&
z`eZ>N&?i{Udj>WMB0|2NlT!Dhj<P-gKr3j_Ihj0B3Ecw<MQD4Wllp>2y#B+iOyOg^
ztl%GUS>kF#Evh`Ex{FR$pzonIE*!-ji)+0<$U%K(%a-y->Zd$GrG*$+Vhg=rZ6<=5
zipJLVptLL4G|CFH&k_9&pGtA7vsLxc?K-mW=A@2J9<Zgs*O45~s}YaWuZ>LObq_M^
zu}C!i^|gG3%}aSqQU0y9Ud@;(V|q%?;E>sRUb*+fW@P2-JBowi*DqDvfD|3MAu^fj
zzb%<FN>Tf{%6S+}7hZ0R8GtANFr}xbc6CV)T2g$t*FdiD%d^Z27hZvgZ|f$~?{b)Z
zKPUh6hzCE+?=)Q3-;}UaikUtS>wgaMj)U6^0F0@N#7UJ>jx%Sk=%QCf;l*sGSF%Na
z!df5C-(E`0$k(x-SRz{CYs(6xEA-2&3||k=^en0>>ldj{t+Z-a`+2(k*#6l@b_AhM
z=xm`3O?S)~*9}*feM3qVP6aO`>$17me}P98+;w*FZR~|gbWA1<R~BMTr6s0E?JUc(
z(>A}QZ!EDbtV~!|wBYzaxNt8@tL1f(_C$6EeCd5c*o8Oj?*wmw#npNK1O;?Tw&2fh
zs<-ofzlstO%O(s3Ohj%t)t29zYFKqx8EMePuiK(mjfp*t3s+HYPFmO^waJ#O2VswF
zgnoG+ORyF?P=R`7oYy<ctA$&iHO}aoo{{)fp##wSg`>m@V`3XJ=1y>G2>9(&{TJGj
zg4yKa={VIMt$xSP(}5*6)u;FMc<eZ0RhC|Am)Gw|G4ed9r}Dh<BW}B0f``t&q8oS5
zSX`Xcotl)5kx6&k!;tJruI{OGy_ZNTcXXB&VkNATk?X!g#Oe>_0C@bkwpU<mSI;Y@
znYAQ0>`~PnsY1X98na3Pp@bOo+XZIiQ+F^>dnuR`vDP}fCox&o-cKqEs5v{QJMpb5
z*UAE<Xnr6<wn*2(6uR^txG~Hirrci09-XTH!BD=G^7cTsnDbZLZpoYgAIR&M?mL`r
z@~k-BWZGQt-f$4dQF*I3sbFHA62CZd{d$VJe!rs*w&*Tlg-^TM*HW>6+LgDI6JyBa
zs$_H>j^FMW+Dct@OyXbOTC$L_S%V`^;l0_&Ji%VKD~61^r>n|0ND^jU`n7AXK8}v=
zc@BX^I}e+5bp(&<`9gL0+frL6;=y;+I!8;&tKkYBLlLNRYz6!gsnBUE6s?9g?bpcY
z??&&Fm|be=ee0|mMTpI-$=1$6>Mod8;|r;5Vx3vfV;rb^)yD*8ZS?Za9c-cML=*gy
zNu79>d(Wf=Gi&oZfUk_57jsZ`I6r3ZDs){{S@XDi-A%%-QIUkV-IGtX@^VEIK3}`j
z9(e0afHzon<9aB-9xTj|JpVO<qL9d@&PTanhq6Lpn5;9*F2mTgUY`R~aIujWQ`~MI
z2DLYk;MqFH-zXs$@-kNyjDCfnuTs|+?&)e_N|1hJpY?FrzLBJ_On}cUEN9yC4;H<`
zAQ$9QqNnD^9=I5Oa(I38<#6x{#B>{2>xJ*`)>3M1%|3Qa8Ddnl80tXOL)Mw_AHz&n
zMFI?$n4m;hU=x}!x?-mm$&)6vSIZ#*Qo>g5DBGRLW@<!EErKutr|zAW>{#Pkm#YIs
ziYSgN?96u^ctvtbX5U<hbWap+xBL3G`_1K?J0p&d6;jdPv<$tSg$V1o)|HV^R<S9y
zu#ekJYGn%bO%pIP8>HbbK=n5SPFzQs515OIPq&RPOp>uS<P}2MtIXx)_Zy2Hq=~dO
z7kORrqdgUM<ouxJctOs}_dhflcdz>qn<A+-jo?{sWGkp9taRO#?+RWRUe5zuxV`QE
zB3uZSD-=BXe!l9LM$>YEwbs72%p)r+Sqr#0dESKTveI-MABUgK1GV5^7*71~MPAl@
zgrAGQ5F<GFmzsO&J%RfG$N<F%UurR8_*WC(`WO>5k69klv&vmCVYWHZ41owjaYTD(
zai~5p=bwC6s^_~aAAKk@B$9kzeyL;~6f~AxtHnF(kCkR=<&o6z8iVttc}Q>l3V|{r
zECPY5JI{1B7cc}zz_!IP+^v`zWB|*fIsgNB!f0#gcyb|dU4FFgMKK-l$}6FBvAXA8
zUg3KzuZ7Ju7>>Af({57dmYvYkIAukIfQs*^7()ou+a|C}8XE^Dv{d3$%et6%#ka;e
zLi?GsnACeFpLQp}%pumNGUJr12;G+|KC&~MyoDm!2Bl|?#g@j!wLlC!LLI|ysJ-$h
zJ-c-SSOwtGu>StY3r(*RQ`H^rt&KR{pp=60LDigw3g)JO5i?5J(K*Da(NqIwCAZ*z
zVD)U`;tl)PP03ABc5273P>n)H2KME10kD`|0XfpYTu<if8gT=dPjL|<fZz`+)cLWX
z)N{oS<rWB$a8V}=!1J#3A0+bY@o;#&*zdUNv{0ktitCtyD9En`5BHd@<6=bP?oQx_
ztMklO2F~wNEU^0d&CO7L<xBI*mkw@QFm1hDRZzQuZe3|%Gt-da;#!)GPR834Ld7aR
z;!<LnP<5s0lz1%M&;?Yf6pPwaC&=zYmew~CCi>S0Yl;oJVbZPDp8f!OnCc_Zn!x&?
z64~S_@(FyUoLZLu$){Fu9bR<BMx1~cLRRP)zRsO<e9qNahHGiNYuAQ{@Nq0-%i#zx
zi<U!sCSb@-FiFW9$Bw&UmsKh)z(QE}jP4oGyABk{n-F<1=^1a*vrDg|dE-5E`c+l0
zy7->4IIzsQz1}tt%PDcd*gm&+Q)F{aXjMAJSw8tfl^Kab^62m}o5<;LJ|%!Uo9lHf
zbUTB(Y1Lq7cWGW&*!wtrRRO`c@=6`Otb0xlY<@w4(7Zet0}eox<+U!I<x7$d>$8yH
z0iRqe!ppdVCvH-hE1bhTW_8sAj~}ROzr0GZ_-ZF20#&lqtD61vvL?RF*|)zJX7t>T
zf_X1jS@s_ALZ6SFt=J2m3qK<Z&C)PG?z{Ch$XvF$Tq8E2v<*IfdGG?K;E1@bT~z`1
z#%$ci)NO9Upekf|0|Q-Yi8nj>rM?N&05|4uQ^?=zmT$$Od)xG_7s*AY-8QC4oK>zv
znvfz4d7~xVSpYVfk|l;JtIUp(crKNuL|_t{T^jhBX(}&~Uh=CSrCDT<Pr&0^{brV4
z4I#_;an6_6nI@ZBd;Gqm-9e$C>dJ|LPqV%DUh)hQzbNyVn$;ToP_>MVPpE#8y|Fll
zwji6nI0rfV@|fG@6OTo~6S!W`miTtS{qSAZ>Dgq!e;HA?O_IVO@-;sflv3LDG}>k;
zmy(`2G3JxUQFh`-V-Npi<Yt&CA!6#;2r+wlBZl0Xoym2^@q<DGmeMoVhB2vO(w*Cq
z4>a33JSfS$&8Q&2|7LMQ^LotB=lSU54PU<3&p^tB^}C;FQ_T^*^15rfYVoC>FTc11
zLf0IZDA%p^{o%Cw_k?I}=4?^B<Q|V7H5Z}`)fBD8tiF;%9lwvB2wO9LDqjF58_4a*
z=YBJoS8^-1YWPA?v6OD8gw5g#M_IL(r<<(++wDe>XUQ^7Aw>QsxXc{pN+yWG#mUW$
zQRK>(yYlF1N5#!im*B$TZyvoKQYI*Gf2H8%@2h@<6yLBL+XBa)3r%5bgA~BLQUlje
z3A8VIi2TucMi4ehY}5@bH|?$R_y}DT?=M;uPmoC=nlQibvYlFIjw3I@6i^Er?}6Wg
zqz1~sIUS(L!-36V4Qk(1t9M=GeaE(6jP*IGT*I~D0cz4*Mfb~kQlKzH1#2`;PPX--
zDaf26RALlzB?C{Y94&v(p~J^Q0C{ZbrbF006EN>!qzeaA3;^9fD|tL$RXJbv*3Hm+
z0O$y@i=mRuQXC~zB_ZK3Fj(Mw8V(zQpnf_s=6WK*f`Dq6=I-rw(ngv0MKnpf_XvxE
zDF1|+kt&zbv))p523kFK<PJ+v2TDw8n_4s0a|dKkGEJA?tK6c<t0Ifl!IUxTuITWu
zThB2$klf&cuqGZzIah91p={5b`{=&5TY|PyZr888WK4`m#_HTJ<hE7WseOA<J@qbF
zo<SkOCNVGtyq}8_GdIhRh2_PM&wWvT?utbyacI0L``I_B=Vd3qy;?e$FWWIHK4}Y9
z(#frRXm2*lZ+iQ!rtAtFYZaQR2qu&zrn2J~60Is0U#A7;%dhHt!$DmL%#5y}{|`%7
z84z{%bPW`cZjcgbq`OfN5b5sj?k<%E0qF(->F#a>Y3c4<7Iq2gdN0ra{l<r7<IcS^
z=bSn7yZTMVEWYa-&NvRmd?S7d4ekWXe;3=%a%iyGe9hdH^m#?f#zthJ95r#_A!Bya
z+n=Xr78~$E&|b7%bXBLyX#-^^%hOg3jFzhb&5ia=V9eB^+l^sk*PEr8Dcu!_OWWb{
zooM!Zkte&t_39BryPKc$M(w1HLDW1R+sd7Pif2j7>{aU8A;HsLc;L~f)(dn~!0Q(~
zg;9F-T$m?4F_Jzj!kQ5-ytI}|tcCI-E1D(r>Dn8a$%!4aGJo~+8JC-+zXASS62=t3
z!m#ZGBN)B%S+Z?7croQPKNkZg+t%pfhtPylS*-lB3nin&y*Tx!PMn(jGb1F#njM4-
znwm;?cG&qvlBSzdhN}?lGotdup<j2P<knTkMLWcxfMp*SC6<L)xu(hc9@tpOOpc>0
zirT>bwVLG+m|l+A5jV!|@Y*gn)f}jrX;1B2iFf_fR|kl2XT;fSGg5P8)GSzNSb4J)
zu?ea15LWoyP6!l!kt;~SwfV#CW9zm3tW5oE#9oK|Dve&)v$Ck;l81c1!vDNTH2Y`!
zc^<);wSGr&3KlwqG{mbWZ*d5EeRW&ClBz#GMqXx-ZL@#9l`PD|lQ%Xd3q9Q}0DVB(
z2cmX*M^Nmv;f#A_?ganF`=OxFG<ygau=t#}3Sac4)AVO$anJC2lN1PHezCSe={d72
z<dB6{-6<7?0?Y?<$9ldhefw~*?5>k>cJ**PYdF@k^CYAV2Z@S8z^qu&cu70ANVOx%
z3Ti=G)-j`1R#H}9Z>6oi6uDT)mTEg3NQHU6Lc)9C`lZItAM?jY(NBaS&u34M*Pbq2
z_`;m?xYv*P;A5^=*UjrtXn09U?u&a)Q6!2$LJVvN9PmeP<35b-XBqsx@?v;>dxn-R
zaq0s1KCwVyg}q35OKMGx(0#kz<#prw=Ao00!pK-Z8V`?VC8j9S9;vH~5pNmXxu*(i
z*tTq0#4~-O2U(wd_P%pLUZmv{fiy+n^j~OXygH|%(!_g5%jeY8Xe#PF#@rWfaViWM
z$Y^J8spe{U{@@>o8~k({Zq9Zg)GGRmM~+gCM-J^&6BReda$QzU=BuIR!|;Y@1<pRp
z=ur>|!r8+OuQ}Wzg_ucYWC)p<sKjOJ4U7+4rKY*?@-D<A6V9!sjEs$qOqgob4Ulc6
zzA~)iU{ibA@Rgsx`Rd>_*Qbs?;z@$QtX^DqYm=ezb$afHg2~gn6{Gg$MCrQx1kC}f
zne?R2T8)G}>6*~yb2+7VR-eiWx8HkmStiuY(c%6=C`rb_{?q#R$xa}`29&=kU@31q
z@<5)6lB+GYxtUu>ha@?JWOzxFf=UjhcT}#qHEf`)t`4QFzRkZzPv89N`g)~qJ1Q!3
zv%I0Mj?XV3v*F$Sy`6`5%Q?BT!w<Ca$MA6d_>u+|nL=XNf-~E8?`L~<#%o!92k@BR
zX71XvLqb#u+*dDNy_lPy-`IspD15;d(dW7KT~;WHzr1SP*nMY@giH}QZzF8?wLZJ*
zd0G8k;}h*9SpTRnH+S1ZJ377`@tozzvaW<T5=E)Lq$JO8YP5I~l*)v7?!R+$VWLm#
z-Rc8_Jg~6VCvUJ|0sMcAWdfRMYGU@w*$4Si=njW-OF6PmMnymKJ6j$U3FLY&(Agk6
zpnf<c`4H+%)pbX%SeVh{P?ccEWISTP8k43jt!2emWVsFQhjnmtePbzsDK%gf8#l$y
zZjCB)ew5_mK)eL<)XU;ho1NtgWhvQr<^!6FrEPx9D=W;K=eOpAHr&oz7I^x8ak6UV
z!F!+dnFa0nPt8K)=BpBDYEqV(B|w;X74*ccf`XTtUy2GQ45Of#e9*v*p!}Ay1Me|e
zshOOg7t`{hM#M;pOUdoBV8tSZ45e#Q3}@hlS41PM{+=>pO^!n8=Hhl!QlFh!r7q9T
ze%`j?v1FW{;Vm$GbA9d>e8Wa^VXPnr;)A&<|IF?&P`vbQU7u`q1rk(8RIIiBPSxiW
zS?AW5N0u}DKBNV4bHDQOT{^mOrtDlL6<J*wyT6Bl01dztDSG2)2sBD6MDVqMou$0|
zZm!DhH8DTy>k&F!1MZ9awEe@wiH^|y!_Dxlti|ZBTr33X8HY@F{n(<RY`JCjaI^|i
zXs?=%lDvGw(;A|sB@$$e3mW$Bq)-R)x0F6dC$Db|MANc^sz+~)De9jMM!#5Ka1q~=
z6)I@&LME{xL3VmYJID9UV3+P&1|_m%l;|Oe+z(~mb8hy1Pr-yF9w*ki^xE2241;Nv
zH8m8>dcV`-G0n!%>%xzQOjzdwbc`G}NgbfZ+-dVoB|jQgg+e20o{MPnWW~=@Z0hx=
zFwk4C4UNnn2xx%CeMeCK+2AVHg5;pUjUeY7Mux6BUENWd>T5cEKws9kG7}tRXoW9c
zsELc;D^vICMvCkeBV+mQ+PaexhPuM)->*uL-tMM##!T`L8lg#fLpVm=laPPUxykCu
z38J7kUT*{h((bW}{#)CoGye*urlC0%5F?}bPo1(LM#(wN&1fpKwF=6MUW}bHpIv29
z7OvfXx`UfzSI`qWh`T;yBE0azEL6fSbn2g-MKh;GR!5@9&&PRg4PIBfa86Dj1QlRS
z8~JyaZ)%*ox4I79+zhYC(uNzEuU@p<&CSVdBt8>GVhf#_VLn0G|1(rU+3_<fJe=mc
z1dbWU<xLY7*}XAAeJE0vqvxR|C-KX}KDC7uY2)bgTKKLJl>1F1{`dpm93OUqF)MfY
zz}?RE$LYU+yRyabe&r{`r71@Yn9y(zN5sb~?EDJEe7$cA!7cz#ev_3=eAS4iqPpCj
z2EB-JtWAwzme~q_XQnlsD(NeRNZc`CbaU~-gD#`d<P0@2123p;c?!MdDWR-clvV8k
zeUXv8C7!o*i3NO|gN3S+=Lo;t%<j_@X7riU)f<`GTDK~ex_I*QBn7RR(1?iV&gLQ2
z7J9tLZ1=_shiaik?<;uDqd!esEsk3)T3GCTEV0e4ua6uZC41RU3_q}m&dMSN5xLXd
z@alk}{pRCe(1c-724afJ82qpD&}2tNkuj8bi&=A};xiPdj!)H3%uUUASZuEuNILvL
ze9A!G^?|JLxeyYPLe5ECjHGC2(Qg~>hdJG{_KfRb^nEZmwv_E%+VlFa$U?sVNAXqB
zUs>Az8YBJvs?V%Nkv_mXDiRV#aB;0}dTh|p+9(X<<q3>(?m{EZXleSQ|6;-&53jW+
zRV5T9(ZxwMaqG<$Ct}2;%$bGqVUx|#k=?;h`W3o$a*&<FD3_?C6p}2ub&ZalQD5io
z|8{`5cuh=}e3E{*`^gJWmtP2^sb9YWV`H&JeOj#sqt4Spsn)o;WCOowleew>A<#EF
z87PnpMY>o|Oe4U?S~rGN%SnR}>DvsN^ut62h0>c$T;EC)NYB~+^s%J`L77+9`i()Y
zs?t!;rd(#E*qHiz-3mV#aUCMq)UN<_@j@qIHXpmkK6zC;w=mBtAT^TXxlTomFfb-T
z(U&Y&APJ&TUhZCF;_D0NSAp*gp#Sp{^M50k{R9KU{Pu1+x=f%cM~VKXBT+UEq_KQ#
z<VH|1Fx3jx79})2aq_m&;#D~nwN^e!_DAQ&fRcu!=#5SIlS(0vifS(6eS&~qCcBm-
z5}PY0m#dQYVsL#ssjTcfEn9)q1vL<uy$Q$-0gA0Ho`?5E@U%}<<ny!Bgw9k<QB-yJ
zhOf8Z_+LfrNBho9EStX1{<3DkVq|<98g@?0JVQ=SKI>RkRwXH|C~4-OTvjL)u`#N{
zk6KpXO0F(IZOF_P$ls5-{#vro8P$-vDzNF}rU6IODnbLkL~hv9lGelo0|-h%RTU1c
zxwjcjiIfyFHJ>IEWjihJ<9WfMU*iT(84sRaor_Rg96g&ISziJ-Cd1snHD9~6&&3an
zE(Zay<Frl9p~=aj)9jk@v$-x~`FFwrQ;C_p6t(AqMC`LWO?<rW>OuvOu^g+imX_oH
zy`&78ESYou8UMZ1>WLW@LbZ=$Ji<y~@{`mw*E?c1C{*CDg;q3imKFQmrCLW^oDf5T
zz|*IneSCG1krX!I@TiUsft8h$l`o*=L%~%vkGboal|4MaHs@F)v@B-gL}I_z7MK%;
z%{UnRsn@ghKyk*w-xv1?<*~DiN@UhXqUh5BW&E`)v8$`?l;vXK^gozG*?8^Wm6=7?
z0yqzey*&X4`|+teC2QwqV~~(%0Qes{ed&m(QX8}vL9SZ_7Dc5t-6rgtTQ>48@#Ix(
z_a7y%u!%QCV8*Us{c+v56y{>Y9VNNNN$0^?nfO&felBE#%Z<Pvgtbp18)$u7g{h6Y
zUha6wkMP~_Y(vJy?fgfo8hD@}^_GdX0^OVcYKQ`;Aw(Cfd4zobg@bEt20R2i;$lVK
zc&J_wboj$c%F}}a0?u5;N{Vc^bH^s<>k2}*0^gLk+u&D?`z114ix$KGR+SWfBNg91
zpez0fyxgAIUm2rcnQE#a(NjE~o0oxgCXHLXr7TI!5W$Vh)C?-iKyx+^u5@w4oitKS
zWR^!_L&%Vm*VTnvsFc-bq^9E6F1Ud`YhiP6&;bqz50B)t=R!xP&SH5^aE$I3FBu#i
z9V^$e9;-cJI>Hi2VMr){iNC9;a4V~=e6keB$umV$nXb*5C03xrZEWJh#@`V4DC9Au
zSP2aA+Jx_#L8^l=jbvP0i3%$o9LLMf=R|ed>Pa8*AY<V?YPlUc!pncm?N=pB$O>n$
zPiUwr8!%>47qAC72_tF3rC;-=YRamqq5Y;lBSfVU6w*x=mKE124NtZZ`4%9=H1R@W
zQCCdQo4?66<d3a@sGs*sF5T?{R}6niF2(Z6P$%hwyMxqEfzl*$^%K(uImKnR#_)FR
z^TT)9)j322>WHAGR68glOcuQO<enn+{+XTf<VTFgGd4mQpL0)sVqyN_*qWS1&*f(&
z%NEHACF^Y%lXUdfCRdt@I`uTjBKn%n{3+G>_-^>BmARGa8RB>@`)G_|sAirjbVIpf
z|DiAY@Y!6RSg*!!AS5wq`VoLuMC^!Hx+qeuXRkbl#4&hbp}7!}=JC_=5Tko~s&-=j
zYO|Iw=$Vi2^3j<q<(v0mpSPp3^x?C9es-JfO;UilOo1yB9#6`57gu6B#u+7*iN6m`
zH8qGe^WWRrNGYu3yL(!10&Mo*U>qEl+7kfMk}hLxO#52)-SqUx)J%PL(cxih{&c-D
zXY%zbf`dbC&+2N%7h@EY;wRJ${_c;T9OqDhDf+!A5ua3&!}`x)IR!^a@Xn6h!GTTa
z_akZwiXTK_A3jQ4YA_1^f)u}LxI^-^l>{-6ky|u;?PV2m=aJV&FkT+^v009Cfh&ft
z0RsM#wA|$jR*i^ZPaE0Vp00A&M=mM?z}Ox8r&6_pAp#2iM@$mNhdUa|#}hJx?Lce+
ztruL;=uo>e0ne8F-*W-7<_P^^jlOL6ey~Jl$ak<!+z#nCdd4Oo`!mj0;!^4EZmp%V
zXk9kJr3+qe_z5++mEV@B6B_3hs~8yq@x~2HzaxtsvR(Oy93C7P!n>5*VDveqt;iS{
zw26$NCck3|eewc|G2^1<ZSvdObKRA#Y@uIZ4sF?unPg%Qb?4{xg(@(F7oH?H2lEeY
zGRojcuqpkotV?v7uq!Lhe>9X5690X+MPNBT(~zq`=ipLH$<Up&_h%)#&_Q2EH?OV%
zv-=v9Q7bF0!XnGO;$ogwHPvMqU0r*Jvgn2e6cB`c;|Q&%U&$_S&S00dHF3=Ez^7ya
zNCn>4#BBOU%KT!&2uN5Eh>Vfw8|2C7QZh)rJw5YATxyWde{A7s)!Sq!wOml*;4=+#
zZS}W0n_-R_9|Elf$IFpFHc|hvP<%JOZ2N|(?AsmU=YdZZq7^*swpve4cSG3h^>{z$
zxmaerdaUA_#+_wj>pcmr|KM=NW`W}ffh0^Kh&3d3R6|k{gWS(Aa75cVEb@HQe0GfT
z?Qs8usjSD#xUkw+Xp7OV?u+_*vZYx(yM4jVem+#EJ<n+Gc$L5G;FGpoBvjtrJOga*
zqxhxM=!wQoLEr%VUQ~unNJs+Yqr!5#?E3mL|4D0CR}}t?_6L4RNr7k26A%#o`60aY
z!XzyGn5VR{MMb&}G7_rXe{`gmHCe{&^APdCNCh=*N8+t0ldi6p&7lnv`Uw?(cTzH)
zNDig1X=wmvw-pg;{w99*%i!7OC?-*Q+*c$S2MXkiUyIZp8gV99S9S3#K+<})2Vsj%
zQ60(dNg$D`_*GVhLQMQZF~*OI=KSS6pcz$FRZD_Qw(eXIrkg)j($p1Y?n@SF*`^xN
zXO$N;E57)XOXgU++;JWkDTNu73akUW0kUt;&JIa<75dum@^A^JH}^~=2M-i>#xN-P
z_%!t7Wfax$95~Xd22%oQI5dt{@4GadJImx99fclzEC~)tg>LsVO{rusYF(r#V-rdY
z?`{x_#%mppUxewj@?%LNA`_!ZTC4Lcq6}SeSHzEaQt$nHIU0s$tZKu%+Z&wgl=XUf
zB>eOKd~?kgUrW=ug@sB3Il^7$Xll;6p@}?X3YySz=I5_vQ9vc-;$pJkESs9D%^9zq
zShjtiz31DsePAPE!NcqC?@mJUYqJobS+4(WdpQNoX&Ey)w0Y0A58N5$h}zo3-J-22
zWEF3@7qY+;`O-;D9p#Y>h2%&Gv^1x`=jSK%^^M+JgV-EhxZg;5$d;YQvpsT%4@9Um
zPN!CUE{)%MBpHe-?E6=`qKJ^c4rh{f4^!2Nw^Tn(9+n8_ua>f(mzEgvW7oP+%zH;P
zW9&<!(%UjdHEL^S|8vBb=Br$`u}&4CEr7s2555#42lV+(QXv%;#HTw!RUpq`VNFnc
z`sZb{NEV)!%B0&z4-r5!@zHoc*ld}|yj|;3=Ms12$mVPpm8G!W3N`C>{$TSfZ-@}D
z&ec}%;o`8i-t8EAqo(C5$@4@vDKj#S{puDfBl@ka@haG}SNul1nX$x>TTDWhG|gFh
zE?vEQy;uuCCth0abd(Ls6ui=IvuAg@B=2;WU!E5vRGCT&Z{x`#6vn5waRyVPP?~0Z
zKyv)dpW*k{&Y`Z(cJHk39tt?_O@O^s9pclcgZFTzrYdPr1omPdg_2NuX?xb#G<``k
zH?$N!E)}&i=3j^<LQ<cR-U_RU+tiYe%2m(34NPtX*#o>?d=if$2$!tu(9ca#UmqRC
z7mYYetBxaaU!G6{B#&RJ2i_S{TyAOj@ReO@a*&?IzISvq`110J88sq@wc1hO9?g=a
z4Q0*Q8zQjrE#~FDhJ^VeZ3}$Tvy3qx_dHxU&ZA*v%rEN0ro#V%aIm7=i{Tw^X>;&~
zcP=7NI!CjX?imY<=OIPuqS%8yrMh0~@DeT*WwHI#j{yyh^mZR+n#gRbR01TCrVhK`
z;PY=_x*sYRCMT#PH58?UD%#tki}&%%+l=scvxH=yJufJ#s)>M~NMA8m1TwuarTgM+
z)Watt{4HVJ(4$Ev(s5}zRjuA%zw^R70s>)UcXvbD%_3!?bPU3zoLE`$)xng@g=ENN
zgM!F@CP4ve93WoUBnM$yhf)SVV*yH6VL<KzETQf{Z7P($3n)7YB@|~4FG4uH`Z?$4
z=dsD5@=BtZVUy1l5xq2;WheqK!*<L_AGHxRPDQ=(kFKgHs?$vWNUUe=jdS1Q{iNdT
zMRBd9{qU8HommBmf(ALD>!X<(*9}H|j9cNis3^N{-vpCIc)oi&_aLKX5E^H4>f-%s
zIM}v;`bBZVvwu?J#Le?=8S5OzQ_=6nZLwt`Z0l?+nQa`d@yOvtjDv#GebMrY`Y#Pl
z+kp-m%bhvT!|h@M*x%ppPVS?d&iCgTwJ;4KN;GZXM49}3{fJlen3w$F0GXHh3z~xL
z4)=Eom0jJgye+k`Yj#5?`#j_pUMC?Dms0x~ZFMK%NY)NnGt~=UvapGlA{eDWGW)#p
zHaO_mfHQS2OKp@#+ZiAws<*>wD5EKTt@GJ)3xi(4m_{y;v%Zxg`~<Kp+_~em3X0>P
z?rHlYjn35bAP``0fb~YSs*`*OM7eSYNQd!%S`$rPZ1u|tboE%TU*AB6s(0h2>P2KV
zSEH+m`{wBGUh5JDNH3sQ`}_C|3~7bMHu<eN7tYq!1ilp$ZLK;;O5T{SH^dz(X}h|B
z-r>2iW?((P5d`oJKRCcswN7qu=C=Zp0cB-q$jDzAlgZ@<OECfSW7K{7WC8YCDb3xX
z(vlW2tv(l0%)4zoHHt+=Pw)e*xk+@;$0oUc2?~*+QdM1DVgYyjYUqt95M&Wv(rY@Y
zaYhhGes<SjE7HBFIcq&S*e<+XX3`xb0vb+f+m)@J-?7#0UA{zU-$ay|+UYIIVp#ae
zHmoI4%g5!?0;nzrbGm;PAEbXPLx#(s`0PS*rjY7VHCbx`;+pWeWYs?yc?rWRC5;wd
zxJgufm=NPT(kCG$ze>N#YCG}$P>V`Sdk$>F4x`l?@i67wmJH196V#VD00n}~sG{DW
zpu0>QTvB4)V{yxdP@vR=gS{cH@B{Jd*UzG&tyBoKK<WdK7=ZuM%r1jRRv~mF%^R;5
z1}Mhc;gEPBAj+X9j@pPKMT}c$6%||MR~M%g58@BLdtFp=sEesc*9r2sK^@}0f&91W
z%)nr;Ts3c*a2`QWw9`}N3U=RH5w*Az#KdVw1Ozah?gUqPC{h6|Lpz)t&n<>xDJ#JD
zw>D!cKO^2{2i>zRqdODS(&3|I`B<l?17s*BQ-ul8y*;xFn33B7<ImPstb~r(yrCS;
zW-6^`wnl@OF2*mx?_6@;Rgz9(Hv%&6Eeu2dWR#d^khp5o;^C{3-t8>2l39pD|DpN%
zfr&jNRzh4;obtiXm<3N&_SWa{nHpnQy^EAu8AvV_&W{V;TmOwc$497%jv_SzJ4fnO
zI{&hr_G0r~HAj|h%PR|exZ!=e0+A_0U@|7^%gHJ^2U!)>x}W2<N_s0EqDXRIJ371{
zwCpVk2`DJ^F0Ti7o&jD3?l%URrILSH=y8Wvdg~)=@^OLc{DW8M$L~|hWFZbhZvhAb
zc%?UgMrL)j1Or2AVX++q-Z`_J*KhMO=-I6*4535_8U0w4bnC;XPy$dSka08~foVHP
z`XSLO)vn&cL`15*{PQ&idiFnUuWO&+hKHS=W>->1ET8Gu6dVh%Yn>Z%63cm&O^n7-
zMZXy4oylP8@<o@c$M&i=dl?WmHRV(f|3fPv9Z(Y?WX=?2^gEnTRFtOALWiO+POiZG
zkjehE>)Lg0Q9g<*BvRkh>GBhJfYS06$m4_a?UY#$t<53tn5B2Zhs@;)vmPkNXI4f^
z><^6r055Oz!A~lci+{3>ROfzir0YkYWsYCXSAn3fZqCey@0LdVI&_5U>S449fPHil
z2J^{8l5lC_(6E1-vD0D0>Dl!zmf*M2<yP?^s4I?tG&SYe-j)UVMNxls+&>Zk>aH%m
zyY+^@3Yt9lqM^z$|MeG26m%9k6AwKP_!Pn;%f2<$h-z|*eCxG*TCG77NQeV8mEvN6
zCtuUQv;9?D8*>s)<JIiFy5{ayMawvx_QQZ>$_nFKfVX5Qzkqy{?j<-S5|XN}D2wh}
zHK#YC{0rWnq>$Is6C8&>p{6RJ%r4WA-VirbwHV@vaN6XTx9tC#<)3e69WuspZcXHv
zwSM7fH!w%H#nn_dG*)2@oe@MQq3f~Xj*G<}Ji%k5qCt>LJqp4!-ybmVFdf*SOJt6!
zcA?MRAMbD9C>4)M@32bElTLAxq2aJEUG3koclOxoQXNjkvjLl0);;<whOqE3K^nWJ
zFU-ZRk^cp)q=0mi=~*+Hgd1++si)dg{axHm1M8uE%NU&$lKvcrvv}l|r(1Y4$5*o{
zBqQY%9}fqpOK?&I-nodj)juvGDCWO%a*7^uOG{%G7P!Ga14CQ{1c;(y(HNaC9#bqU
zA2-lhdQ<*aGLfZb^UQC`pVh+{LBH*@Ng&29W3=&ls{;wmfSn~p;P&)vgR<JpC(HS&
zC)%2nBP0B{uPUqRK9rrm5nKv6Vui1;YKIa;RkN}H+KWUJmjbeO`z?Q5cej@cgZn6-
zK-9K$uA{4Kt&3+rgtPuwtjDb0Qe-nEcx3N8X@H)2ZYA{xzK|<DbFkJ#9Py`B4UUAn
zR=+K*Z4dX+^kH<r>dO-Vvm6x`i1Iw`-j>CocuDupersU2eN%)*&lsX4k)daAayVjt
zx}=<h$*@esl#?gkuYX@3d46t3=C`M#au4{Z<rE+x?Mvyu1&Ak-c?9AYXP7$0AU2R{
znishP!?4)T+-7(u1LHm<wzf@g`J$}N`Z$bVMY6r1tFYOKkkvepW)k1t9ZfyO(Wrid
zEg&%O0}_KB==I%AiVY5Vi#e#OGVPs7JRu=DKtey?!{~T{=#7QH!;}UHOI+%I`iu-=
zGqcdD?bzm!eKiC&Q{$w`2o_qLbk7hn0YuKv1(V8J3-2{Gjs1U=<u~U&v_?n2Gc;TY
z4D!A}oEH={>C%0~e-IdVrL#JPzJHu}WPSpGAdN@g5H>bd5}6Na`6CZ)X8lIF56us(
zmp(@qS^tH$9{8rfebFO)M~!1H7~;>deJb6|YEr)EPTS1K_Q&)jG&b{9I*Bt5CH1d~
zggwI({a&vP^U4yrhdl#@0i+0-DGRNpo0Vt}cv+f*%a0MkL?soKu}yiKjZ&b$Z0`ic
zmE%kU@aDOFM*b<C?9XxoQ`fSsQP6!^%D9P{wjmKY*}!&0si<gMyiNwm*fhr`@|luW
zbE~7O^5S5hef6C8Ph59*NoF0c4AY3*ynvsWMoRlIZUxopC2~IiGxNa-FJ~5dQeXc{
zg@JnA7rN3fJhWpAnvrq;C5wm&;_p5+)JZHI134wqV@>ZiG@SjOWn!~piJ}IKTYx4@
zUc+;3Df=H~tvO+^@)fomxzY2sj@FQ~`)B0%JF*5pmHKQzmM5$#w|l;7GrBWWQL_i(
zu5^*&Bq*1A!)mb67GuGl_Q`goD~StUUE@cY(Rco#BEl(S)Ttvv^T3x3d5~|8?pH)o
zT}g$#`C`4#W68@CmsE;Pbsh^d-x*$$BFMxvVzgO|8S4_m6Lfi)e_YnXIn_T&`sOD|
z1uS(g^vWx=S$Q?<Jw1Z|pw2YYa}&a=aHgH@Sw91{>Qn)Hz3*uV%MuB4_G={vZ@GW%
zR&#ZHpYLKQ&m<Z%<uE#S&Cs$gi<Hgqxzj~obi-R)GZ;!e#pZPvFGcVS!c-0h%K)g|
z$qCJ8X<|Ai+n>LF#bjo#xH_w=BX;-rhK63U-R|t}nynWDa&7S+b2P*P@VNCD_LSY(
zN~6t+|FH-tq+uE<fI646;T0YMrDrZK`1R{60MdV3aAZjjq%`KDDY%I!89)*!1xL+q
zPJ1|noHRc>I{;-gYgC+oMs5z4rP_=wT;`V{TSu-itIM^=1z1Vd1YAk&Qdcxt`hZuR
zu20mhK3I0u#Q9R;g|KjWsh~h2-jJ~(Lk6R6DyEuv1&`BV^I7XnpR97u&6x9;Jz&TY
z*5#?T5T*Rq`g-R3+kfs)ZecO1aqI~7#_kjqt?eOK&fS+Ct|*SK3FEuDWkod+^3gjr
z6hcW;uh52aMVqY51g-NW*Y{cL`ey6uU8|1M7~2;!qm>|ks0pa50mQbkHT_<MX|%t;
zx0nCxm*e}(vai?I=ud2Ha0>x+3h^dK>AV8%ub{Rzn{POx8sJ7SfTF$=*US&kWV~o?
zp}@;)!GV@%^&e~vG!UyIIbJt6qvGOQ-iX=!{(V+k>yoYTr6%Gz7MAcwiEC^;h}g$K
zmds2Xj!$pEN;(Y=Rcy9lC=HB`JIv&KDsMHy2g;#z5*HnZ89Jw(vDoyx1G~Av0h{Xq
zt|~hz9ZUyO^BdjIKb4bT6yxR=74-jsEsNV+)1>Y1o8|vTtn_mI=3<Fs6sYIpNr1I3
zT-x-eYa;JE3iz(FBK{$(LakP!QFEE$po`?OKM!v_ObkkIV;`N^{vHNE)a6B*w+1K6
zw}+c~(e#XbwIi!m70!lZM+veAfpjrPV-&ECj;>CE?~J=Evy3PzKs!wM=9*5xjR2^K
zPFJZ^_`}F?voZh>ykDJ)kBxl^wj(`#Q9)}fazM7bZ&yzbWNuEG{O#LT(>6UMHan^{
z8n6VzM3FSY%O3F<!hF5ezsE~k{FpzxL&)Crs!T51{wyrKp9`rM>3z9&U?gwy%icef
ziG9Mo+pPx+d<@rK^FN<^@t0Y?e(|A5<TH9AA%T#uiOkSnAXEC3d1gJRwtuuVUy&cZ
z;d|*+{*a)9>wz;~u1s0VmI8`iji)pEqC2j^Ut-N_&eYS<G>J!^n}^IsKQ&W#oVMyW
zs$EeI4)11hQBhph>OGl#hu`L}gV$z}|GX&29()D3xXNzVA9PtQR|QvExsv=lnnIuz
zGV9?HaSC))Hk@kJ*2HrTR7n`oTN5jjJ=;=_AVc<lW93pl^gl07#TTAW?z*pK2Z~M8
z$p)1f^?;cTXzeE?;xAXNEk-Y|`lUA-iCGlRRy|4QQB-V4K=d9QbED`j{9jpTn_M<t
zyNgDza#Y4AsF2%gerLYv5RTtBxE2z9(_VK1;b=Zrxqt|W%pGTEDkC{sO;0m{wj@2{
zRBV>MWLZ954G~b^LZi;(FdwxHWF`U0o;3Tzg6irNX_m|`Y64o>z46&;-8>%!(2=oT
z$yxsEwZumpgl2xF)4Bbjq5AI)i488hTyH8K-t_73zT98=iJ(Q@SFAdz(Zr5#ZVqvy
z?6qjw{Tki0JDS%kaf5clHuxnZ>ZV=wbU3s^^`+pyIA`Bz(t}HdF+QCTboHab5|N`U
ze_eqMZ!~ep#hbDP^AJIi<o5n_kNaNlvkdabR|+U@Z_S((&~~i%5$`y4T}?9SjwZ7b
z%CsJ@_<>_RW)IWsTAI%WcwjD`g0@sl4YexMv%Btj1^NC`=PB)qKGDh1k1;;N8lv+g
z^_ulh%voe3{qrkP@8UL_yvzi{p0*dbRt)@Xto<6@{%QBmI75E_3x_jPj<Cqr_hV0h
z@ZSbv54g=;SHs4}OTY)dtQ=`;BomB}`}Ou-;*cJOG&Dp6y~7vP!1<3{5V{I^QQEhA
ze*tQ3(|s{6a~mtxqG4?dIirqSb?3aoZ05dj&y^Mu8z<-v8O9`j`?m5%`@`47OmIWY
z2dik~j$hYUIEV5EKPS4UUxAMo1N_zJM3bMmW0;CzFv*o?l#;t|b;1;_sJSG5_H)*{
z^@um&@b%_s)1s$?;~IZCdV9c|0*4`7Itg(v2|VHs-p`;Dxo085tQGesoiDrkMmLnr
zg|#ewtb>0Lr=!DRE}Bmh)3&m6-l2k&@elV=bDXcx>-(E)JsBFDhSg?|DHz}1fo}5x
zui;LIMTM@qbsyVE073oz9cibzm;~=brW+f1HJX31jZYMBHu>8Wfa_x<$$8zo-Dyb~
zb+}d5Y&b_V4xk))JgIYP8hw%wPn%%|s$uB?)&6d~Y&~UrS=x8%J;CzPKeQG4=cSDs
z_a{tR1*yM)-%e@DnoRf3`d4A0yRna=q7cxlKz9-tRKlXpDft(o3+eQ8a_>wyk}x-D
zX<+y!;9u1G4Oov?LM(mGrxop5-I&SS&T4=~c-y7h6#FBNkq;-gTWnk|1y4mHXyfi%
zEh^A;jt^ueC$H%9vgl;Icd1<sgxNj%2T*q`%($Sd!tZ5eQId31hp%U6<u0?#LA}#s
z@lLGZgd1@ZM+p!>_#>^q!8e{w*YPekYZZ#JVFNaEcQZ71xve-jM4ZAVHnN>GwlxlU
zn#e2*#4Ho`(<PKekHfr4sGb}Ddi6MJPGrKOU;7UM*cCajE)7c&Ei-HRQq;t`T7c%V
zwRO+kMfn?{ws7rxxR9Uk!~Cyd^ePw4+)**eFiv!NKG?S+f_G>!hQdq!7f$IJG&^Za
zlxRt^2<P?O=>!B_o{m_cPv(=M+Z+5(Cv%}WS`(m*&rzGPy@bz}3i_Z!ftOG2FaKOU
z_IB<SdUNINa!M9Ex2?@8txQSI-6rrfktjw3GcwRXKKdwrRc$q0yEzJRxxOFyx9Sro
zYiKB>tJ{`#<>RAs!!so*d4q+$5tOl9lx78Fwydx=t9OBz-3$Od2;UwcJ=|=us_S#d
zMXxjy5felA>E0|a_Nu7sE{p2<kzVzGvx$t%cn@cZp3FzYB!-TqqTnbNEivg7J+f<d
zQqpCgTT6a@+rhWYGg&P#-iSY;VIskng$9eFaOWnre|kF}Op;$++t3OAP8yr+jy`L@
z=Lc@Mj29@~O`GR6NGPX|+!eU)JN$o0v!s4)X^9hu?m_>!ZO~0-my_E1d+)H@UCwK_
zUJtrndPM6LZp-i&MoR2*S;JSj6`ZP5XZ72@_LHsl)*oI0@h;p@R<4peW?i`Te520h
zq5TK3op;&|OlveYC<gS8KaSRVFQzQPWt!#|9Zj7`)M@(1r{;ebNS<EtQf5iEFATK)
zeb1bRC1BcZS6|Ovs`I*MFpsUa-t`!gB-ykL!%#r<bQ&?`NZ}I$HXH!sCLG-AY3b=h
zfBpKIm2PdZ2N=oSkr><db|hh>8SX12<m0ytgVB2y`bI{#+jl4wG@$kUh=OBuy~8j2
z-?cn~XyTRI`ND%#g_j~r4`)T9<~>brYh1pwXQXioX~~~K*B=j0c58PwCQez}?*nNW
zlkVIcodOW82?~t*P`T7~xrpuUiQ4{yF#{}xn<5pk54o1xKxQ}@P2(}N7ddWW;XI!@
zb~-k;nQA?aGgy3^rMiTFFMyrk%%qaRs|=2YZp*8ygBn!eSYXu0>Y<D-?OxT#-wdjZ
z2hC4?`_Y|%GicxT73dcQ6DtrCdJ#kA9GIEW1@C%)FWq#~mipTs2Cn?^Fyd+aO1eQK
zU3mC$RPJ2xbT{J4%o&|$^@Mp$$eX@c>Y4*I7cKCI(Kd@ZY}YqgCOi+;PmljO)VpYk
zWTO&QO7MN$vsrVc)f1R%nh7ts8H-k*<z*qD^%E8e%Nmo<DQ}BoVMn?AXVDdp+Csma
zq2a!)Go#Cs1eDR0n>|eVj>-hkJ!m?KHBs@4JB4R~1`PrLx0jcV)dn9f9s6ZzI1&<M
zaq(y3GRoFZ$D)DN@8uU@$f&Bi@9i&1=9U%LNWS>Bgb6TDE|4D0qzORk>b~CEnLXa^
z@awPT#p`JGr7tf>H$D+8nAEggtD}9n8r(c)5FNLcR_O-L3CTz)4Xw7An;RMvI5=Gt
znZ13N9JX5a>fCt~)fvbjfrVC?u%}$vNi*Abc>m~pPu;LupS(vW0-z?NmommfiC4<3
zbXNYzU#F#}-@?0&)|d9wb7rPM)$qPZJc5`*EUdIN>ji_QnKLP}xk1A!#J?lPx;*)J
z>DC(7D%7Q=7_If*L?2_<k@dQ(AzGME)X-4~<Ka48u?_AZP@Hkl{58A2{r%zqjOS>{
z1hrjNjr(+sGRt|ERGQbi%GI4$AOYA|GB1bRb-b?_nLFqPCbrY32KY<R+*;vt3cGS=
zB%7o@llAT=;%XG2W}C}fPRFCPoUs9=mQP{uhMYX7tu16|X4v4Y*pj{bQPzI~Dyp9!
zsi$Y%)|LgJMZKVFyJsP(qhr6vB&;Xy(KrV74gg%4E{~pMN3GYd1uiFRR&x|OYy6v&
zzaU?m4W}SX$)Pq&{gKsp4&F>pk0~XE%VgIAsN65T+_|W!UdE=E?leP{j*`E$qybSo
zv}$5u;kP!N#NcN1nOX+U*w91k!p7!~TtE6D!ENrIyUJd8ltBC3uAm*t19%h&AAYe+
zI&;mujFlB1xxZ83V7M7R^Y^v(8?_wtlS+`ELZ5<p9LWBJHq{dMYdKn6_vZ3eADRx&
zE$4bTox$&uWW^Tvr%0D6h{<cs*CYo6pe&tS;;cSeU@Bmm!J=$@tA(<kkv7^MR{p%R
zzwI1xZ|jfi&=*tqG668dqQcW!4zz*{LKoubA8A=>C=J8%8;Ms^{XxrQS5~wUJpoN-
zYJvo`A9G!tNKUmHv%SH6X#ev9FiK@BRC@R!MC?lb9Ut$Z)i<kzjb4OCo|rGYI)@^i
zRz3Cw*i88Z7UR-OY51-#9VdLd8kTg>>^pqHXG;LcFgl9f+jq@jn;LF8`3&Ua#I-a`
zoFD(OE7XWCgN?I>i>l3#w`6xC0E87W>P{5?c#~F%57Z6t{}UX=e+Fh06bgS^u&x7Y
z;FBI682CQ1B9ubo&=R5qVu2JfFj4}vt@EE{_U4CY&P~uLYPGsIDYKcQr!O#KW?G?*
zn?U&!#JzAgqubRiWOr<?uC|)1T*rJ7q_s1Qyge$Ah>5>r3#kso3;?H6@amx97J5}8
z;ZqS4JapY$iAJLDRqY*R{sT53Qoere3Jr@qBcJ^Ovk3f4qx{2`4)_&rA<+aU+v+Jx
z#}N<54ZF-e)2>dz5unM{cvDXeyly9*aN*5jX>++fJ3C{;)^9dFY^(=ri!)vQL|3iN
zA^|tTi+!HQSUMaWnW~OhymBYyW*`eJd5n<QwVI))@V(aa^Thz>H|7?)Fs@zMq;k+Q
zVEcedds**y=QlX$huRJ(Xe56ESlPt?IlKyLz4h6~9;|6+b=lG`^x7PUGk0bBV>0*C
z1Lp$kAp7h;lGLRoB=CqNONvTt#j?K~IgrQ3PV2a7vIB?<oZlMFk0#gd4UidDebPp}
z;RRT@TU{CMj1&wLvlFHniE_pQECeEb!NuyVDYAF{zNF6@IZiN2ksGmygKn3y_JHq+
z+lIF{v+cJ`7XBYJo?&Y48316BDdg63<tH_(IA7{##Y9dM+pXCYLgfVQ!t5LZ933jR
zugqCC?-50|4`=OrySl1BMB<29D^vG!lUOs$P;t*>EyAzK<!_HgyL)Ku5sNA@?N{#L
zk*!B3a<Kc6e!;U4uEv%~|3bJ+w^<J<pH-O(tbD1?1K*t~Q{2!Ohd65M<e~j4Q$XZ8
zQ5xI05o~*NaRg%yDFM`TsdRjh5n7Qzze=9l%wdugjzzrP-wfTs<_mj}1E8FXnBg)J
zEE~uV_U%p4K!*W~BPVwba(igRsrmK4C!%81mo&W|3dtj8HF*(_0ETVaa?$euVy|%3
zbPDxWTif4f-5D!F^}B3@hrBAz*k9<1%DU8{&4hZVBW(0~SX%8<3FU_85>1<!&i;f>
z0Ruz-Kg*}X$ygtaj4&Cddr4j}f+Vk@Bpp%ij|#ckmEFCzR&uE6OiQJ#Yj8x7-(D7z
zRo8rAlO#5`L%O1dc9V7fo*DTz9i|Kf$D^}+Ms7bxTwp>gZ};Mkz!x9vuE$i%$;}O^
zYiJ({v0oL;LHqbzpd8Jmx+<Gi&%YXT5#nMGZQ0d$xzWCuI#f^kLh!600vwGlQOg1x
z9p!7GxrZ}_S=4h9F(I>R3%i-)&Va0HSl<<+F19JesZYntj4N8CCFRDyDjjrM`oQx<
z09#W;M=H)B)Df7jqZM$kzCrU@`iS-?Pt{`XN9GVX5p#=km3DS-p*u9#h3Whi&NZi2
zo~LckEv&SgTt-lV!bmEK2>I|f5Ob!O<uWl%TUstE7z6{P8Zxp`Dw>zEKQRA%C;H&w
z!K)26F%8~-i0Bd-h$GtMzp6d0nWKe#g#YvVNrg&f14WHel7Y{s@msejlSD2N3kyMP
zY`~|~Y#Is*OmlN@=_Gov;xZP14BkQ$;GhX-wj6n?(exHS2+!@S#Wc^c&$^gTk>_sX
z=I*ur084HrRVRI~XhN9sW6fIC?+Zo?0q#G8vwZ~SW{cp~D4gzBLg!mFYRu85kc|QI
zC$E|01?y6Jd*3j(Sp?@vV-<k@?&W3{H<*v;8G+(!G^eu_KqpT7&AB(XEc)%qc?l4`
ziIDlmfz!HvE9qqa9<`nz(NRwa0c3R}aTh|hOQ-wqkBSN4LO>{&HEG0XSg!r@*MLPj
zi5dto@wK&ke+DOhq-e^TnQ<}w2lqn1|D$HB;`xV91bLUX5y&g{pL*z+zI4k^=6y~4
zsOr|u{?gb^3j&Y_7;!@|)Ez+k$<x!75RK;9vxMPHyy4-Lu8)#8hSu+L`yO$~I)AF>
z$k4+ITBj~Z8f+AQyYVubm|U}tbh_>UTs$L3ae1{F(@3DX=Nt9n9gbKLpg|e#7!H>X
z)Tg^a&S%p#$fzn>&5RViL<|h&yAXirIv!eQCh|1!a>sj{wO7}xBw60@f9C$E6)?NH
zBx!3)i~*kE9j~#wSYPtRzpXiKm#jmh?}MBH-iU3h;~JfPo>`8Q^Lmo>u7kJ|qZ_xf
zc^RWXMdCyGs<gE?504&4h-t*zg5Fg{;OVyln+Z%5Jq`dRsEPr9kVG!Byu7*DutHos
zZZFtejg8;$aG5AdGybb%PyXieoFw_%<W@Hai3mFh`?V_<h__-=PESn@0B;uwzs?7_
zsF%52fxsbC6BRVSv8jq}_BbFl`Zr4VMeBW^@RXIjpW`m}e_B1{I~N3c<-D?d@YiqL
ze^|n>M|FR(>D@^*dz8yF_LO0p#l-$#42;eFjn0KSXJA6EbI}wHRjh>7yL+Bgp_E<k
zhUZy87n|+~9yXVG>|<dGY8y~lO`GM!F%EfM_8iC7nH;snzPpaQ@6ht}5g;)$>P8WY
zCUte*gg9N^Tomo0(fBoS2BqzebauJzyR2E;jaS{@1>9D41fGtC?Jf+NN&Wc%eBECF
zdM6^9CK1w-1*L>PgN&Be8yn}jl$;s>1BqA#qUrx@Zhsmp-H{)&+lk6z*-787N@SJ{
zMJ_8Ddhhi(Fq8N=TL5EzuBXQgx@p6u^As`>>V_=FtdE-ri|w_n&$Z{vhnpizuqzxF
z#|Sj<a#p(X4{s@U)oPcy?)u;AY<P0sQ^yL@Jj}6LD=SY9F2YIH{=|HKY&1O@ew835
zkF`D5<TOzy%0%V(@141JGj2(pyFWeL_s3wwm_7g!y{x3X8h!ryi#;g*Z6xaIlF~^W
zJ75!xwN@rXjgpahZ}}V?nv|Kn<wzL;LdMp-?TzJ(>*-#xI4Ig=Y4lU$V3w-NQkt3E
z$0_tk!QQULlERRJy&VA5d~ARzfx{M@8K-|1c%bigaA=#t&GaROW15P(==j3D!6ijh
z<NM=IGI|AtE~shG_GOXjMo#$Nu2d?%6!BTQC`*vXfG%}fzZ4KoKMlwrzDzH0mXq<z
z%R?g()ENC5U^+EjzYe_BPO+&?&SFxZl>h=Ze<YBip;BUC0&PYB@zPD2nV>>yYoSEB
z^xnLzt8_PEqu;Y-!&Al#=ZV`Z@0lQ>&aob{?k=;FjxHM}P};QXw@%h2B^{hy*ZPQe
z*}UCC^M<fRzgNS^p3g4TW@5}#^guZM`skjM<p8NqJ_^lc<0?+bt*}1>(u6aXHQK~+
zwjtf3z>uNQ;I>k@Wd9~_HK5iii}asI7S0%ktK2^Zx~Y>Xj@9FCeU>ctu0#8V?c>#k
z^OJ7nq-^wmgyU_G%ATg0pirsv^9rJaONUVmH@h|G%+aQ>VH56CLoYJ_Yc~v7)VW}l
z7rl9Zpk{NaV^W6t5NLYm=9NkJCB35P#Vwd69vGeZ5u+&X<%I__7hv6wT#SP@e!fQR
z=wB^NHd_=m>A$rPAN*6ib8OByS$Amiv}R_oAViSo$eY)5&Zh8j%@6K<SHZWI5k5Rz
z{zY26*7;S*shSJW@a~?r6dsmzK4($IA`|oPk7XbKHL-x_wn)nWuhvMU^{!Kw=Ol15
z-t#yxxc<In_9mS#vwYmS1;<<ec)}dh47&z<-vfGA>TfMlRAhR$ys*^ocp8mq<a2lU
zn-plORXg9-qnQp+LNW-si5Wk-RU2ro9%qxe=kLC3fjf*vf@!>+`WE4}%$CGhK{26?
zn==SXF&e%Bv4_ptg;)koe@UUm#znO6?^FLaqrp}p;1V2u{s4EjdzgQ##vI9)>z&SM
zFr#(+@5k;-KMY!oG&EPgO6P#(4){&>sAdFNZp`et`O%iUw<aFJ=%jVxCVa;TQr)NP
z91+zZ{Av59?YEADo#3plu(pI43PoTiFmC}0e6;=wowWF8Q4tPE46$+3z-1`vRISyg
z8zD8&-0%Uskk=N#{3N}*uLpu?6%Wv6$HN6~l7d&!XsF%DY)U|vIG9%+UTMn%gCH9_
zuuq>q16P?y#tmFMtgI|DPZ}4bP@1~nVD$T|3Fh!{=p**OJzobte9I}&7l<}Tffe-p
z1y{?wIxAZuKI4?DSB8%?h0zIU_gGgPW-Ax$nnQP-SKHn(>c#@Ax9V)I!``PC7ppZs
zbJ0YEti))!(?Ygyf${$KFlDF_GUM(6ovzEBz$#@)=B^}8Bh&>Z6T#zxh(`F==&PZc
zr1i~BD@bggPUS+J`+ZHKWY%RWrDRDXyxcT*0SyW+3i|qimrW48zJ9660zYXibUT~H
zJ@%yG?AG&4X(peFHQ{xNrx)+(&|;Fqg{}GVnLFR@Z6?O2&q!MjGfchx-X{;scwl$&
z3J4I##(w+s`IXUf^VNH}N?@*J37<>hw=?Jk7(@&R3E|){f5~AkM+dxCbMph<dfm-Z
zkHc#Dn6|zG9e)3unR(q`KU@z1v)b<W?^I9RtDVJ`m7D8i$v`;L)3weIm}r1=c{GX)
z^m{dGS-*+gu0LyS-HJ2=oWQ7cYS#TI+W+t;FebFXwFZ~?;>-^eqKhI5PT{7;BieWU
zf(LD$oG|Ld8(o{OL4<!%6w9rAA!x+tSY)t~JB;*5ehZV$L4e;jj|;d@ZzM-W%KE=k
z{or0$Z_Gwj-PH)*kN-?d_HbtfyBncx1$V?zqNAZryB^Ang=HxrdLB)IIx>slH|RX3
z6I=n`!Wf)eoIe>hCODo!L~Me7jlNvWV);F9>BDar`TxIda-q2nO?(?Rm^NEx=B$T&
z;ai_DR`cp|Om%njkiClAHku1~kF7`3fHNS!Mx^XJBKZwAi@Z6k{fx0&tc^)G6J%24
z&iVOFU|mS&f%kLOgK0c;@^X`*M8W&}3sNvM`}VC*vWQ4JcmbFxs4@60nlAi^JbQ7g
zT+M|aJe^tO?+np^atPL(7pI7LQGxQ4sbG=oI5d)kPibJKjT)GsyG=N;M3}yaN4#xZ
zziyfs)dyoCl}|v>fbNd?Xtg?xF#S&omdY(IZwX&D(eqyVG%=qk?csB6T}TqZq>*A_
z4c*9aM?blPy;Unq?UQEFrK~^<N;Wz_VCkBjO_;OjP;6Q?=&Fl(IS|~u3lUre-$T+`
z5b|Cs>_e#revim~U4%ZkdRhhU%PtoACgJ#356(}elY_~mlfU*NyH_1L!VILBrCqYK
zqtx7kS#=K==noz{PE%ja@m;b$EzbqN{$LfkDTU|^5a|uPEll6%mejoM61_st`DsMA
zq&;UfS4tLk-)%hWtMFRD+nD)Xg_c~0jLf1o3N66)iVFY(nboG_jN16i{-vNb{T%VL
z=YElWQHgc`$Vd#x+Q|Yu@c=GEPH1R2|65_IS<oU2+im|n(--W1--7Qgpe>#BFOJzt
zERsYhLt*|?k0rKUjh$Cp4DeWiw*DKI27GM+VzaSVhQ}M9V9nM=t#kw+l`s~{E%u4r
zH^l*yBkbxoyV*#(k6{HRleY)msn=`o{U?=*b0_}m9h*Cqs|LB1x7J5R#m&t@{%y4p
z&CPChjfUv%D^0x<)W{T!ofe$ONgej)cO4bvb>8UsxF8cZeyCO!GBY4(%+9ngH16T!
zQR2}PNzxZOV)H&vsI>Udn=B|vj@%GQCL+Q^=6@hc=5eHae|(#uOmo|2U`Ochf9>RV
z^_N!gawuV#T!LpEr=<{$%jutss3|2{fozb2Ho3bb;!5+qsNQnY=(fGjAf-9Wn!5C^
zMl)kXSlG#CPyuruz<uv3;Ok8U4X3BXJ5^4W!-Y|6k2$63<Ht)(z&N;Oe?9s8ILxf|
zLc3w-G}`~5*Mbv^2-5TI1s0<YA)6`p2PEj5$Jv<VUJ$@rn7qF8Y*~b+pW447a@MF|
z9DL$2g_OX>(r7SNN|_s;A%G$!U(wq)6U;}St>YzyeT-3LLLmwEb@CG{=)&bqgaDXp
zJ}zlVib?0>YkB3PbH?CL@9`u+6XOdo%F$x47-e7Z;g{R&GtgVEWj!nbZ{!X^hsI}_
z;XM}{Y*CE@o)zKFge00xm~hofI?-WgN?y0EZ>Had(ag#%_c+V-I-G}lGYSZ6*Ha(J
z1W(qQ1drAVT90PmIXEQ0?z&xjgRycorUkn>Gzaq}O~<Lqh<X3}74s^u8qi#z-%NIb
zUO3(@64MvjZv;t?^^KbC+u5iBLLU+`n%mZvc1BLJwas(xF#UT#$Io#haPEK^WJx1u
zM@NH!Sh_^Uuze9VjY89hdnLb{MHUO&L(#ndhH(J@#>D(tYfxuY{GSI#M#;X-{|BiE
z?#an&d2j#XG>}H?C(#nlT)z;{A(z9+Kp~%@=4nU-YC4}oC2HJw?{_M$p(JtVi)HDm
zx{PKNO|Xf3KY{`7-HI{$T)D;3whKmDONk$O(ywuZ^6fH*I-<v{Rt`k)xA`+VhUeZ_
zI{(^!mDUaPFpsMQIPi9D0Z9_LvMnL8ftdI+b5jF5Onf#TH|Cq?>Atxi5u<R0*bKPI
zzSbP?9Na$4w?L0*#yU{e3SgGm7H9<)L@-vLKZNLFeGWu0Iba%QS^U!F;2z$BPp_8#
zjB9`7rXOxgAR0?!J8>iBBs}}OZfkt9ocKq&k3I2l`U2q{BD{0QmGtt$g))}M9{(Rq
z6OU37-gl59JG>(nfPT)c!Cmmej79kA0|b%H&!f%7_pmu}FqXEHUhbQ8dvLxl!sYgG
zxN)0S?pdGzxK&Tb++00H`k{?@Klb4KJi5P2**92+dT-Qn!;$r@Y@u@78~%DGL~nt1
zQkjn*7lyJ#{*S7!j;bo!zQzDV1f?6~(k<N}aw+NVF6l-Z1%XRTNDI<}bazUFba!{7
zG<^H=-usR5-M?@QuAEqVuDRx%`y7Uo&A|}Y{ocn23yq;~4Gi9F^z%lXA5y%Ina+F{
zF!xh~_2tRN0ECAr5ev0ehZ&E=4+cA<p{Gap@45+9qG}i_G)9zadY!GqEWKaLH92G|
z+-K9dI$!^cSnvwLd=Qc1%8J;_yFAn5?_*l!&Ms>qMev7BWHK_0N)3kT1fF>WwLY;*
z+WXCgaDjbJDtcJaT3CWgH*0BT<98gO-ZtF(M%hZTu`fQ&cs>8En|ocx$3x3*%O5==
zP!q4fu(<$No8BKL!Dmd7g|Z^Dx)!ptj>$rCwBP*ZJr9>U2VR8{-6|&)w^~>mrSRS2
z<FN>~mymC82e{4_5%D;lkmLUOkW=;|>*3((^GJ+~u%<^=t#kzVZ094nm!mFnm6c7L
zT(L={*w!3*|B=;3{(Tg$m}%+bY^jcp{%@o71uF&yfts7!i$7_;A*Y*Z5S|MPVq$B>
z^mn!@zv9R)PfCx(1Ka(GFrrZ0iEl6{X!bg$3|*GhRc4gguygb1;%8M9nX|U*mpb32
za8OcGF0XW$^LU&+^79vsVyZ{o8T%*pjs9|J>%&4?8zlr1T~<>AEzrb+VdavhACiqL
zRysC~$+H=;WRhhr4p2V}Mn^)>(9+28JYd~Q@#JBA-S{#gq0DL1uhhfkbqMyrXVUp!
zZ>eJ@PW+*i6NUW6rLL=p{b|#T^OH*IZ<MnJPJZ-m(x&~|PRg5?Kf}xp>AW};9q)Bl
zES6j5_+DJJ)JgRojm2OWM?+gXL$yySBh#d&9M7-x!#V+D+AL<`TocQCIyq%!=IXo*
z9m&y;t>FPR_fj&^#w|t0H5V(K|2|p;Gs>Z7P)LR7Fn6^Yzbvusqf#kMz|)<H-`p*L
zLbKF|hmULQmkH#)dwf}1iUdZW=y?96LZQ|pH;=lI2np&hh};keR_Xnb;7#Kx(uSOk
zUw`6-6ek;Lv0l*fRunQ19)8%DFO({@X+)J)*Nz3?{zPF&zK>o#+@CD5=|XefQ$QEy
zW~A;xX}fafzrjSBw~SypPDemMW}uN_E+ZW;<G@boZ<uSid>)FM_O3L8cQ{i5hlj_W
z5D~*$nmImGcT-kFpc+x12IIAm5XL^gO<RFQb4wS0%oa~prUiS%4>=qCSh{@*zW0Hs
z9yg>EH|ItNvHD+W;_JaLP}LG|oepB?pt^@P>T0)qr{eyGPWG~Gh6ztGUB=e=y6|yI
ziiR@<1acb+gSAeVxAM5`U@SDCNNn^+{M6zU&Q}}g3cikIW~>2aSDQu2n={BC@*B!4
zj#h-mz#u&w1><<1I^udXB-r3~M?jid^i#S16}@UNs^|4#{HNCt2*iTV`9eso5DmI2
z-Z5MyOQ4~he3vFF?=$Dm`q5XyT8RVUb&M=-|LHZdn5pSg8g{ZsGT)YlOPZyqQ5^3p
z75`rhiw%^J@v2*=Cx*+cTUVZl!;1YAyWECb{PxI?x$cnowZX`kKuOgzY}eu%hOdXL
zmuj1_YEtu&3^HWCh5q7DAJz1|M`(no*8AwbVb3m%Irq~?p7mTo$xmpm^PTp_L<?rz
z9+^sC{*dSj0rww^Bp3#h(fIHITQ1EftlT_p31G`w&uYX>C2G1+hd@bXB_>H^*fUgH
zC{&!0QGoD?_#SjL?RKcfhjrKiHWm^Q(KVbY!sE3jl##Kb02bzrO7R;nFSgJKaVQkZ
zSLb}myTQcs`T4q2re}4peF=ADkLIj?;qL+o|0qiNrwDHRYwdoR^-KE(GkvA+#kzm7
zBnTfqwYDyNWB(S-q;CVlhlwGjp`t?Ub6AS#YrEC`^6_)mlQZMJd0*u6Ty6}K0Ozy6
zR>XmkbK&mb?GGKu1hL+?gh9fA))L7Z*$TyK<iie<(!o-W&bQYHsou}qn{1huKeRg*
zQq%kq>g@fysW>u-)yStFh#Cq`G4_#O!^Ia02|xS08)a~n71JN9yF&I$mc*eZSqDOH
zsP`7gtnM;TE^xc4`Ot?yz7x%~KUxw@5%`O*riS}dw-3){7dKF*Q(hhulu#y3D;cZl
z4Ee={Nn48#XTO<a9I+!K8foO;LGxT|25N@TS|9$eJ%KD>dIoo3V?g-x&u)zugeq7I
zIvWwNiZ_NkB4c^$q3_pEVG-{T%m(-abruqb^Tniw6(uFk$r{>=eC-U^j`%V%pGAHB
z`sESD#|*9Ph7aSh!p)r!W>$=WiG3(8jYNUfC;~2S2A0&~c8fuQ1{o~cCv|JSmW`OC
z)|n0i!!!)Qo=(jXHjSJB)ZU)9%+yJwPzzD9(o%?rx71B`(Wo^X*8R-p{+t?})ccdW
za&k*YKyz)3bA#J4%Jskbj%?|{D7qL5pR2q#`RXhP{QN#z(J)xIMnHg=@x+|*#myx{
zXV?`AuTwWvqW6tsH|yy#g0*iYy{UF3BN}UVH`0_g?{gWmD@@Gj65Cruow_q(f8=p!
z`nzc{2?&JZnDT;RgHhmf_NjJA#JhWW=J?g>Kgp~fP+jbk_4~na*_H{0?v!a1;c*5=
zzK~arwZz8Mhe7c{L>?}AjC|-8+tSW2@>!-s%zO}8o0#t#Ep{)qB{Z6tU%6ObWULmO
z8d|lRuEJon#*LnMpED)Mmd5hBBqb%G9U<<D%{~}z?zO=Y;+QS)HiIE0Bja~}=Kr;J
z%2;xduw<!gQ1bD+cTEOe5kxhv`&3@wr52fi9ST*}%o<uJn=#-jBv4WHl$!41?9KY(
z`6Exfoo1^AS3yDQ1S*5F<3Df5m1S+UGK@lj%KRl8adC?^tEDAZqv__wOf^eroy)-K
zfHUNMy`13VHyzF70*(Ns-#r)dz6xO$d{SazgUsWEB9O^$*-r|n&3M70MoRg`QzIkH
zHy$u|xpH>#)^vRZr|GnW;Vp@ZyU%_7mH=aoH=Aas%JvCoIBp*e5XCR;Hb9}2(0A`J
zA3yOg^}W|^@F59o3vl`&;-7JJdb;GfW)=eP3KSSPI6+PAAAh)vM*ma~^(Ch%74ixD
z{YSU@l^ZiY0K*Rpd&sf$>r8yO7#JAaJsr}6Z>$bjZ%)d|W^T1Q_ZEgEqiKw8Zi{#>
z4vJ%KY#Ka_6+Ua0d~)|@VH=sPUQQ6Yeb&%0KU91eSyE{l^%dsqw6*nQuJIn%|LTsG
z?|Gj6{*^SNzBf8Ud<A^fW8>h2Vr2d^SiadXyER+6`XpWBbckjqb3ve{7MHR56<1Es
zJ$QoXzT?i8NwGH+i_!(YL}Y#STbtU?hi<Dwerk`ZJA<yz=5&78+;Mk%Zhva_3|{-U
zS7Hj;?}dsWrs5j*6cDz@b_)T<EwJzSf?4P{As(;@Q8Ri71j+M!p>^0;1ZbIWV{)hz
zYL)cLJ=>GP9ghw8;?=rl5%iTQnLY4j9vThJX>ti>8g@|WIp6YB(0967zN;7FX<ji;
zbJ%Pg9D+4UR~Sj3Hnw+TxD0sky}-!Uwbpq&<1+JwX_v3%Pn?~-<amDNCb@icrsw4Q
zjLfeQa^HQzBqD`>SZ#)YmH+qfj(^H`jWn*`@{yHQ++0|z->7=Y#)wVI?kqa9YgNW7
z{`ai}H%5Itn6$dSfkE*Ot@?}v{LCQ@zGPq)K3G26?kcIS7V$?CQ~VXjvbTTvQAD{D
zUhlu>y^nCQa>&{mEM%8@);VeYJGy9Aj+T+9%Fnq93Yms~8nTY%uY+CIa-*RCu~7}P
z9&0q5arluob^Tm+`N}PiI~?@|CLPiNtKYZZSiOt2(VgoIxc*-jz$x-wq<}H}I&2OK
zca)i$4^?VYsr*XPcP56g89Cv7hYq*#Dim|&E=cPRHu<LS9^xnlQlVtB`?UEu-!(pV
zT<---UO__cso`#fm4;9;j`byB;#$x8+rIGnB_s1t7aKxYgmFb%oADdFZMueMmtpC*
zmOt!8<bDGhU;zU(;O_RL!<yu)z5PPvUfYyCGY|MZk1kowB{f`4i!XIkbK>DoUOan&
zxw+ha{_I(eUp#r5VzI5^&5e@-56=`VLJagdq!Q0Vn}S6*j7Cotv3;$L`aKyhCE~z2
zi-4A)cDmWSZhnmBO+v_<Z`<&OdA1z{l=Yy`Pb`m~U_)b>ix<BbR@@5}Xb-D7V~@N8
z&2Hx73~ap5H^9@32DC3^o%}Olnn9t?nE|{~M-i*3(*flk)bJ4Tj(}v=GBreJdUYLV
z;>>^lyq}se2}C4JJq;sNNha&1fk32CUdl7q3x3MXWFq9C4N2leE!#7LJe=ZBK(_5S
z@3dve7GbLgbfQp+F5}HV$#8yrvfdX`Wz+Xsp7i5zDY!`8Z}pmP!j7@dGgYMQ&i3>=
z3hw(8Ddm56*OS=av@;`oLS%gN=KjUa&b)*@+o<#Qh!dl(2cdt^*t=sR(u~ztQ5d1&
z(x1K;a(cX+3T(Z#e66o{n)22%3|=N+p_CZPdTMATeN^n7BIYOk@>N}bs8rN_Sn&&L
z!x^@;dRluvV&P@00)_oQi)UK47kFKsl_JY~UIXlnerW+lBL(fWO0>vV&c7Zbd){%s
zg+fO#adE?MuMbzIN`vfODkaLzgnuYy3z*%Dpc((Cth?78Wl|jQZHv&i7Jnse@t7dl
z&OH+WedHNxs7N_j&Gl6*1qJ=*XtrRLD8~cf!1?uOWv4Pe;Z4z_hDP?_2+CMu$BV_o
zz+1Z~N>yn6!cS}(ub<19Cc(kixYKZIde&g5C8?xxeT)m>H{g<U0^&bxne=0szN5Ay
zk7JSqJ6GJM5!H~Lp=(#^iKOX`59O+>4o68!-y&Ie#Y%-Qtr)TJh1jbXHUBOU>ngSM
zv2xz7#yQR9T!k{ABzsZ53i3}~c01%Msao4jyRtu96J^x(M7K$fe|OsH!-)0@BZ|`d
z;#KheZ1F0XdT4cckhLo5JIKkzVQ@4@2@aNh+iZCMLu9_~!^qdnkskY%70goaYZqeP
z69gYBfn%%Wk?tr_>IXC@m<mrOPvBd9<71<XB<p*OMIyn&yOwZVBJA3r^}Vc6B9(P3
z$uqV^B?r7)15cyj0vicEKN!;|6@Kqg+%7Jj5OU~7yd<ND;*G%yL@Nl;o2L(r5aZ)<
zV#c5MwCmWNT&C4*!=j1&2l!~k*;<c;^|S}#YUd3lUkIg6^Cjl3#KG^|ALk$De&A0q
zT2k;~=3&Gqz$`<b47Cm7iCV^Dk#w1W`OZ+cg^HLL<4d}?)embrGC<g2u(3MNbF?bk
z#*oS4<{xIV`W&`8#B2n@HHI%9Rsn2KzbWH<X&-+s7pXV)43{KGMg?%Oi6Z{UAK(v8
zXHf2p(f!VT3;w76w<;=(IWod<x)esD`V!=6z^v8gN0V7{*>MxQx$lki!?!8#F;-$K
zxZk+U0>M9j^1L9?N>-kQN!mTWs|#6pQZ0i1+IN9*sx+J3aT8z{?)K}*!>7=$->bWm
zJZ^3^D>pr#yJLG4of$_)Vl9G(%EY9w8NbRpV=wzySKy!fFOc(5lcw_OI&8cZHgWif
zNfJ6%bGJj{qjk(JcW!~aXno@?ng&NZ<5pIvScl=-kD2bM0kH?Puf)WPvES2p<$BP7
zsIARVVWp0{-n$O|3yzYL^Ye4K_Ru}o=uP%n80oNOjTKFyK~iqmq5G+z*9GaQIdN;A
za^!HCsg(1s7Ru$R`Fgh-SR3s2OG|=b$u(rUe5%mg2pj`DI|{yN$^s8A#NE`v_wEaA
z<wQt035cjigA!LK$HtUMXbZs}f1hWHUOSeQt*|LTvxHIOzIV2F9V%WS+Yw*nBA1zO
zCU14-_@?cYR8;)VlsG)T6QvXooKr|5yW$|se(zztb4Kw&p&7PC+g4l0w{+M35f&;9
z-O8o)LWvZ)oe2=@f^a(areKg_1+8z|{qWw-C|TRh^f0zF57!z;g~&613`_Pvh)fI2
zP(fjt(l`}m1_VejE)KUlo`r#slRoe{j^k>}XHSi~vlmTX!GXngTvJm==PY^4Pr=G*
zO>MmRLT-H5abqF7yuJ;_fW!nW8nWd<;o`O~eylpz!ryo|V5sWvPOe_Y=QbpJerYDr
zES!HTMt}$gpSG}|Tjf;l{$cc0)MArb*+^zRufWP(W`mV4fj8{5iE#9@zwAXFW|b7_
zBGp!Cs(9()ocEZ4;q>CZIyZ=+_uIHn##_m5Je{VSxldp>t?>tJTxR}oJQiW&+Yr#~
z6R5zb%JD$~dt##Q+c1!1!cW#6)2#{G<?EiglLYonX5HQ|^Pevo&HmYS`*(sBH(-Mz
zfvgRXM`T(_=;*{A5#cu_<&Tp#ri(@$*0Vw-Edc2*|3AFklyG8TNTmXmAs8$2Xi|Uj
zD{nc4&wZl+kfOl4zK?`M%;y8dM*sT?e+|A|#IA`LJrd!&SIN~n;y`g2%5kv(L%$L#
zkPmn-PY-`hHEyEk$XI_7aGw+Fii#a2J2%|=&IJhLV+6QVWg*7hI^u`;)_c0<81vmb
zA>)f9zLXhp>dcRe&856cWn1`J-H$&JG?kH%@-h7NztcZl@HIR&qqwT&9QDmr!gzJW
z5AJKuC@;`I@Hx)N7`5kS-satndLFr2-|dF99*XAt^4?_wM=I8P3f%k5;~8IjQv(UN
z`r{`Afzbf|E47(dekXR}3pbEHchEEjR0orsT))KU7V#-^P=;nX=7*slw2Vxe6S%>}
zY?v4*j+Zm2GKntuR=Aahwc%$QW7}O@GfW69`aYe#IL#TOhd3IxfPt`4kO_%rXcrfP
zzS9~P-dsADvnF?88rC$)nmwmRt?U9slhk!CK`BYewkZeC<t>v?#mt@3IdN(#E@lzu
zr%Ig=m3$-P@V(8rd$|C>EhaCCk&%h8=~AAk7ZLiDB@N#S#H`WYzxXz|{@JVp)#&VQ
z)DJTe*~&`V`A`D`HHW)nMb-R`&x{BFi(ojFiKS;@;SM7>#ZoKy;Q#ZdhVwxKK{B_#
zxQ<T7)(5lDVh(U}_AC9yjM`4<zwoL*hlYL!?ep=U@2KLFwvXIyE}j6VG(3W&Z?~ZU
zJhKIZpc(*t=HjP)eAWtd59eR~>-w<`VLpB$)kzf8#|#K9v*ctsxbshmq?t*wUn(k=
z;`4k!)~cWl#vSl|MG^#HmrZi=&$kk@dG}#f*ocYJZ9dQ47Oxy~Gd4-bnrYukSO<G@
zrmd|0%>+L}{mVHVxS%1)z{REZVZM%IqR=X`K=b=>`DPltD?uoX#U$AIy*86!wEnmC
z_vlsob)UbXYPGkf##GXJGwb_A90*pe9L#fTl-1zWITt<C)|Pus4(=1pGLU1q?fFTC
zJR%2(d_<cXG@%mFDTBvk!}n%bUJ>`t5V}ob5K-Uny`v`bDLz{UGRh0W2CVj=Nf8ub
zc_5X50rLqj&(v#q+mCZir&`X~kng4rjxAe!IIJe;D8Ff_gCmS_>Ej3eg(sa`MmN(h
z8qd`Pyh-VS{(%vt#>mL1P^@QIpgW6h+PBg6m7Jf|{Y1p;2A_^EX}ScL<P)qr#d^+z
z;3HW>NA&anucH6RdV7#$e~JrstrweN>kY0>U@RbVGT(VFU-hY_c1$S>r@OJf9Co0j
z6QV<JKfDQvAC^Zz_@@?;uv`6P0sRuFQ)q*!0Y(#h#tEF|C?;&44<{k{NsffUptArx
z;-EZlix$eatCs$BLccB?2SBa-Hzfc-h(uNlXNQ_-<i+i83^&Nv2G%1!H~wm0h_KVf
z!iaL9)feLKjUNn0ez{=S8!OtKsv9Weo!>g0$WTpyd7t$b8Y>c4$QuOuvQg)kG%*Qs
zia7WJv>K$K-69D@F9hDENd^TdttbTeau#+FP9e4_b@!H#vmZBbRIt;zcSJ`purLgu
z6XW`kP*AX>lCwOV`BI~7jbr1F1rmP~0Vs2msxmVdaW5~-wziDrot@Ww=uvV7OiZke
z!;xDxE@XVMbkEg2n^?aqHVEhd?!^FS6;<<G>GG5GKQ#+KZD|0~uf?E3%fB&T6~X^;
z!Jzx=cQ7qOCyTyaXcc}w8kc}%yeM)0s|kg68jURhh2|>;|3_wgA}&2>*J5v`=Xo#S
zM&KM?PXdBBMi9hmZEq9HkSy&?EH!)M_~>6Vnxwl>MT?F~--v<%Wb}BcmA^ob1eVC2
zd?dyX5k!6Y9Wn7*p^+qhfiVR8Ft<-={nlimt=(Ldnkf3f3H;!Ds^j3RbxsgcrC+|{
zU~wrFJoayLWa?^D^=wa3%o$ti*~`Qt$NGM&FTJ-tv*X`?)#zUe?fkRw3==9!M{}7R
z`Zp8OwM`M3L3rt{(96!hk<t(rEPQOvlR2KZ97>OKYIIkod~uq#3&%tOCm>9K%bHbb
z)Zu7!dBXMVg;z+b;5~GIrs>0I4hJJsZAP+CDO^S~kXHLHHa5xgf=of$8JkUsObBY!
z8Ad^?@R|W22O2=82ihiyP^%M>-8Z<jocVI9;((i3F*W2gEy8FxhLvtm+x;&Tb<h?t
ztq34vPn8@)%=#}7)zogv>7tq}w4W+7$8OiZ&DlxnndR75{wDw4`BIOLEEyyF-Bqe1
zIg@*Gep|8(7v;e93p%Dr?i@!Vgjkk%qCWK$vB-mOhK8-&C$W9%dEd%ot1Yw_M$CH{
zD7NYoa^$gg)y2NA`=)z#U>-TTV32g}@l4GcthLNM^T7>?!upp1IOo}pPGWHYsB^_U
z6}p!|9QFqTcDi&t)7C^G8~7&$UtG^p+H)A}#fRfwcGwkRkm0Qr5Ou^Y&r@d;xc1)!
zqWuad70f?kIRhnTwlkVryftToT4v_Z=~p|TX)E2)w?%{RQY{$07L4$TEivEN;Eupg
zIWcguxV^-Ann32ruG^6)D%dzGG^=GQCn2$ZB-`8m?~L>?Ygjb7v_4xgh9ym}sq?ao
zGVbt=qnX%h#wF`|H<-5iwHD?MrfM2U8U*Hta(2aansMObD@N3xok<oy)n79!8w0Oi
z5LKb333=m?^iUpslY~H?XjZJeFfzi@u+8KEz}s4~T>lC$9#-p=Os>u4WBC<8jt*j~
zZ-}1veOm&69JsBqDye7kjt6PcGPwJTJ;J9TZ(A9rI+O`qM#LO-;PvFl3WrHy5jkio
zL7ph-EU;fXxNQ|2#@(vS<$9$G9ehu<`as{cy-FG~sdWCA=1}?kcI>Z)>gLX=Ckxf`
za=CI&4xOC5a<%NSn`&2nQcI3)8f;yZ6Fl!dxvp3=xmbVPg;Q5q6}Mw`e4eFp*Ypc@
z^Tl%7ckTc)1zb`#!S#5q>)1$Tm!i7OE7~ZF@{|vjgX7+fGYi6%r)Y`fl~zPEQ+3~t
z1`A&cTpjU>9!f7-&6My=Fk1T$`096T^;{qSwMyBN1ow`ww5kePtfx9$ycmfu>_hhW
zanW1m_|OQ`u^K2HM${ul9Unr6<6!)e>cA~plP|UlUI75)jMuvB9_B7|fN&_$v6NjY
zmt7cygaK$){4EO+z5(*G(E=E&2QF=+#V`MZ*Q?cNiPmM$<jigW!GGg2Lmoz^o`&@_
zm@UD`P)5~VW<EOIBE2}zrZ<2E%!v6n-ip=o$F=!~->SMS>p6avDyJmG&5Zo$9UbQo
zoODeSdT!Gr9Yt?9`cFs9;x<V|aPlvYOYMlqV%XC9b|AN1+w1r~s#2LeM@^Ygw)Cq6
zlbqelkaebY#+{;MtxMVY$yfni+0n^@$irZ+Nri7>^j>o&AGGUe&4`;njTi2QMi~Fo
zG5wdoeu?)~&m+)Puxcri`J3W(mtTf4TsZvQ*M}C0TlxF*lk=hSO?`a63S8i!((}bB
zuE6QHpmxa~2PS3=yx=se?;fKA*AP@2phN)FI~N)w-{ux2E0(<Fl1Up$Sm$CY^x+~g
ze+RA<qrqpC0CkFHWyRJ!nf8?0uHkfVUXz{`M!x4!(^2o;-^WAL9YthHY0V_JFG;h{
zuNl7i3J3nkr_8RAjaQ0ez8+zyUCO?Y){hx*?kPObP}X;>)S1?)aoeul!l$>OSE0je
z{dC`}nO{XGtS&L{(_zKHGMiT;C@Af*qxCw*Xj$e<t8iS$L4D-$1x0R+lvuW7?eS(3
zdX4iwq6gYS#LM)khpx6=;ByN};IF3RvZ?#hd{;-$7ooVqum**CaQJT1QTD9kpLIoo
zb`k~WgcTM+irMe=oUa=Fws=6zQ4R$wN0vB_^MbR-uXQxVCF%O0bL0HND)s(+LqC3w
zLXq7H>vOP7SA?%^%Op2Z2<`wK-*XI<469n%=gxHFi8Gj)1X5?w34u8}5z3s)OiUwA
zsdahwO2b)FD2y7;m^i(gxFli}s@Y{>P0h@+m5n($#ZnHANjWRJ9u`h$bn*_TjxHjz
zN@8zLFT@J0{{r9c?0(O>kkwMbM!@Zi)I0Fbzw>WshE1qabONpv=om~iH2g9NL$Ba+
zDh%V^Xs+f8JbM#|r0)aVb;+U$RZICyY)~8S3}odezW29V)8+Kfv6m#Z!1U=v72n6|
zx!~{x7!9j+=q074m?S+PykOq`4(I$7QmM}nekRm%)vc3K@qDvzyW+t9XxrR*af}9)
zAcu&AxuD3|u>aD^h^@%9w2)EGvbY?qkTI6tJ(nFF$y7>u9?u^1!fx?PXhb@WH;ZDv
z4D>UDpngpLy4YxPs|H%W9<J%8O-r{H&eyJaS!ZG;g`aP^taaxfSyk&mgHpBMIGA{^
z4eT?+1(YZ`_*jWaCBW)-BzLy098N|*ju}r&1sU<LOlE<w(c?bxRL3I;2$KQQ1GS96
zCst!0quOu)o?&8Q9U1Cr%~33NxH73juyrmH${sA%s|7pY=RZRDI{xPgR!BiWHlqHC
zWHE4N`;)w}0q4Xa34lG7lCG77iZE7sS|$gtSJ`bVX(+oC&|xo(TnoPW%?l~Y`$f!a
z>UK*l;~aKKi(AF<ty)DEPkF)YCyL2-;*Xrc9*e7lwYV9Vk@B1T^h=ZIbg|%f37$J4
zTeMkz+1ZG7u0KB|Vi6km&SfT)uTcW?2HFMg$w+YZM`}i$smJvn7dxwLCdIl~pQnI3
z87t>|*bqS@FKpC16$r0i_fu-((+#q&-zaFjK5_7K74*an!N@!}IP0#X)$11pl4kkM
zHsyc#oT*`Wo)|X-xTo;t8%>ovTxdl#HG8^F0Wtm&DP<KhDaq_f7vE%ZAWH5;mhb3!
zB0Ro7sxG&FO}nT(?j#mMz@aOls%QNDLoQPX74NtBP0%&gZ)b)$vSsEgajLV;)AFya
zv@$p<*QG0aQfJOJSmRfOIlX0-5;oKtEqzjWPoEZQf5S`?9gY4TsF9&E+m@Vf6z}LD
zH{LXM5VcS&b?ha(&aV3}J5FT$Sc$IjZ=u%naXjRfW<ApyeqLZ2(7UaDH5_Q0m~uK|
z*7`UNWA(Sn%u0*@50xx0Ep6+Law)Z%WMb5?$Gp8#-8`8k)BrkV?ba*6AuaEhJ$bwY
zo}K1!E(6ObCX$ST)$<RlOv=!+s;ZQscL4l~<WhaUz?FoBJu~}{KpN`WO1XD_dTYn^
znfTt*BGay^=VHM8E1<*VAV$Gu*A(Wkx)U1ljuJ)J<Eg={t51ejuS}y`oJ>5OlWv{0
z)Hx-B4XXJSU*vDi@*EPaD#pBcD>3MAgS9O|jfRqJy&_};-K!h$^bgyueGd~KEw0N)
zR=Cx}+bLYhu9+GUjQGmA(Vvx~n!ZT<Hn^$q2R=#5(W6QOyRMhpK%8`_b>8MhC#j2M
zHQp)x_ycKj_ci2wW{f$R@njQ!0{c4N9knPQ%FD>seoYBhADt(0vv37&Y9%|@;b_Ra
zKzBT1y^7=F)ioh#g>rP&sxHNm=t55rbJ<ABH;LPqS~<nKUPF{Z`+^ArvE!;KS2tIT
zBD=da;4|cYWN&uK)d~}|iw4-Ld2lapVT}5x7Awn)>+F}lNj+EufYPiON1&UypOP&d
zHj@Ph>v(A6OiTvDMwUj#@idy(G1Zu@K`6jAK*}>XSnB9}@ulxQlD&Ni#>33|6c#Mo
zGPGQ;(4@nBwyg``A(JwQc=hmOd;En0!dp2{vI{&tG}I%1nk)OAGvipg)h7T3hZSLA
zYFd5jR|#*aPZsLl%TJ8Okq><6JoBD}hV<!1JM>0(ppXfRlS||JeDx1gA8*j>j+w^M
zE}j?NJn?~hUY2SMpB%HjmV{Sd-3i(wXChC2_7~I-0!F~9LY5>tT=HW#BW?wi#%m&h
z0yp*f>Riq_aT)mo#zSXXCIUyRCArznNyN?%zLCdFgX#cR;&FoqNg#Q<t5Nq4En3}P
zZE!L;M~)cGzCw=>O3F$)V>5`z%X=sR#D48tpQ<^As4?EFg84R+x~zh-vMrW+dw@Q>
zSoOW;h%{L?7w+oM55p-n-shZ_DqyqCbH%!|BAw^uayllh127)`S;K!>ojfG?VPM)a
zcDqmdsX+bTB|@k1h6q^9&o&15Ka2R+)cHXoNC4clws(=eai72_NLUO3M{j<A&=lZ@
zSe~wszL${+pRf?P?Hb!kFzVmf$+5@Hjw~y#kpK@q?WDo#0E3p9f#yw=1+UKyIS7Be
zw6bb40VfQ#*i@gx`gqucLE=w4??V?ymaaI=bIkz-?u=sPd-qaPG5(wKO<ZxgxuC5r
zw}*M9LMcC%8?@8lPoEevG9{nWfDDNR-I@!&xZG4IXXtFpbfWa%ueJ-#ku8a%@^3s{
zmBHNxO2sGRF8`y+s$Gr7GNyP5si3K>4`Gex{43E$j}SU^`!b!1mXT`Jr?DayZR&Ma
zt@5vx>LYSiW6!D5ep%Mn?Pg6*2p1a-x5XjVa$yj#tgmx($})`pn>rfOT-=uyQXh9!
zPWmdojYle^y&B8YVXB5hm6q9{f2q}Tt!lIB%(sut982<R5-B9Y5W7t@2MmoHobPsx
zaUv%x<Q<w%{<e$eST*F<mRFX&>niIg-D#6m=~*=`xvmLIIUhKMSv;wn$=xOl>9U&1
z^=dl#t1JFT*;78x$+@DVA4Pa|t|RxutT#K-{V_$pN;d_(6)NWMj5CC}pUN$545-s8
zwkd;w*8t=TBvHvkGeLyKl`(PtG4N$THDe@!ai}x=7YiQ}oC}v&^qI~zo+I_)R{MR!
z$u-LEYNN?KrraS#Xc_KBjCo!hkR9-?^&mG7nj_mP1F~wmQL^(6JEXg_z|;TQN5h`0
ziZ#qVhBK^!^QS^kt@bH+`fXho^wZTz5=6FxLzRlt<yx6Patwa(lRtTeSt;dJYZ)us
zG`0TG=_$_}D-|o(uF$f76kHI8k_UyxEEE^#zm02<9ThT7ijdwX3>h33<TCr#w<$s=
z%p#NIjek#C^W@&}@6wtH!vhHr2dFNw*fjg*qpj1_Z23Zm`b02H34??ra>2ja_#l@0
zsDGQD51k-A6fZ5^pw+rNcKe!}8BA5(&ON}dN_Ky$-{jSCMi&mIz+B)fPT`h8)-Q+r
z%9poW<QH~FL9-pIbD;weCu!tN7heh!5A2L4NF<Ew3-hl|MzzH54v<wpz+bz{QFzUc
zgpSUYz*j}C#qm!xNKf0I{wVliY9Z9r)Xea`Cu9A1z&fl*`MJ0V3&Y}TLc$l2sOc)X
z<Ba0222m@MEVV*(=;j|BILZR01Dh-jCL;Q=t=fR=>^8G*i$|PAU>TJf`L7?bBf{Il
z0@-0&31t6y`O#PoZ+V5$b&tT51tf%*WK9ySe$y{py&;gd)xp*&3*x;aO17gCbP*kO
z6%I~LPz{ZWEqrRx(Td6n8Kc!Ru6bvAZQ|sj1%Dl8zF=1lS-nwL`s6$rJ7u*dXJ%{7
zX;KM!q2KoRjj)IayayqWNq=z<1`;Bpx#_?v?;>!8LJ41-FNWea$G%OBUV!tEI>&Xy
zn-I^IKM?@cF)$KCL7O<+ZbqB0Q+c=k-W~84lv7f)uAnJygii&or1<OgQ%mP6dR!`{
z8aWne%#&klj^V|0T|{MLaeH^S)kjRR^GoOCkkcPEPxGn}ITNpkVox<JGsChP*7AVp
zU`ixyv%R{!9HL&_4)*T8<_lR12$GR^FUWJwaZ5QVP5Rf<AfB~np2uWkiPImjRpa(l
z$TOhVT|lgBxPEP2A%-lO580DQhESF4b9`#LZsY(yX9?FLGN4{Pgl~QzQOgN@az9N9
zjeuY;+R#9hj1Qt?XjNVl5sooI_?{D#GHElnFE)SP!Us4PE3(jl*7bw@zQtGP$%P|k
zoZizw($0nIWTn)|W8LS8vef>I>a{94Jc6Lg*R5#dW@6KFxuRriRpM{vUUgJEeQy1!
zM3uHsBmvElPR_FoxyFf<-`A1dq&uV;3C!=Y3PI#j9gL~Yt3wL4s{@bC08XDFtrAbr
z7HxE{j*7DS6QO?D|78K*DK8Yc736p)9ki|_y8<z8ILE}$y3S*A39<T2PELCFjH_cm
zq$|<!xKOEfZmOn&sZ*98=HEqXaPcXrq_hecSuofZQ6d{}TTc%<Q0JG{*Qxm;-soh+
z!XyI<XN!T3i>vGV3-la<(y6JZQ1Omq<$Q1z%vPq$6<!cjVV!Prnb*q7L$KOdskS0x
zH^UvB-%_2|AvG6QWwYB9f4h+;iw?EzHLX2^*GzBhzv0=xux^fE4K|L;)DWx%*oZVx
z-%g~pd&Ia^19+77eX-`6U=fCF95_QGT5{6Nb#!uW6n|&pnL~7|$sqK9?4`Bd+h`80
z34kxlgqN3-Y{*?Ano7H`P8KEGvuu5TSdoj{V|kA!ikn~a1uDRkiFDJx7o^NOK7rt!
z_xGIyiB%wgs#r*$YXF*EqJL22f^osU5Towc^Xc+hkbPj=5GMV6URsQRpt<j8Wbm25
z4{KZAk+*OUrOS@=7yraiU#w4fh`+yoxX7Uhw3DfEy=u)-3rH?@q(m!v&`&$tHjpC2
zKXAG9!_Vb-Et>fcNv|Z5F3tMFAiQNui~Nx<9KF3`XGi!NWfytF6dRKQN{no!`}JL)
zqpGKfC`IeQ&BqMv%M;U90L0L)R}XO_M7Xj2&)3fAV2rw?qy$L)VRPG~k&1;{J^;V~
z=C#-^x`*eDzBIm!o=BO?m%tMu={VpfQc8WvQiH&@8%EGtY{8bqtUMYUsj9c3;$D}W
zE^WQ@yNjl6;*VB$V{kXm2W_5F4nrpQ=h`R5Yc@~<S@$bKY3o2^J3IdeCP*n8pJ$O2
zv3^z=HhLBGZpw#U@^F%KQYmq)#@w~7_p)#)N;DAAkmbw1!H3a2yZbvod#WHR4v8p!
zlZO=a?Ealzkm1Z+=2SzOU_rsuefF8>KSpdJp+qPg79mgSTyLr37=`^!L$#f*zL9#%
zhW)Pi;q!IXH!Yz!xsWQ~+#=TST)pxp*9b*+UTEnWGkK-dg06&4-cGq8r|G!^i=LM_
zb6USgEiOhPsmtg@be~1YI=5;cY)8vTnR%2>FD8Iz1Uj3Mbb^_=^GC5Mb;X_Ww?$X$
z0@CquaE7sDQhv4wPVO%{IqgwrYs*PR7s2&Yo^e@z*$|wTgj@4hgg9s)X>Pq*=-jvE
z*Qwr)Goj^cd>Q@7DtGA-a?YLmST9un{ST!}0sQ4=WX@kWzYlHtLg3u^OEguZ!`~h0
zwLf6K4S9v@SetUH8r;1XAo2T$@?oI{PdUMZA}mUsp`1IQQC-yd05>MDH(3NauEOz3
zKln&b&1eC~Luo^hG~!cyC;~#FP5DZ(<K&W=aVpE4$rq6J27049nD)WE35_1lmO!Yo
zX=dg_it40u@2zv5_OqG2aFU++-)u5z<#Tn06O&8&dv1DQ#JiB$`|fv@F8A5jkbc!Z
zYGH$c6)uljwN+03p)8F@&di6o@w-v*wpuXlg<%e|N6z=+|1-+jj73BaON_hF!U$F6
zow3PzGQi}a2Z9|}=<|>6qlAIh<k5l73#jEbpTiDDm35;Z6{<F{?#y3O*ew@-HKiL2
z!cFLMO#Tdp_qJgW>UjZ*fsM7QN(~kfj7Q=xd8ie8)bUUIN<SwytE;W;u`a(#OO2t+
zu-%35l=o5*eA%0Hf+$++^?6i=@iTbBJ+Tqv&U3g<Qwp0US{dl(tb5gf6eZ^P2OWU7
z<M3;|spc&xyqvW3ejiO^XsJL(*^7mM@NIrK-L>jW{^s>SMpLIlur4@`5q@)X{@)!A
z!Afj`!gxKAeJl$rHqh8D+E|g34OfYleDoT;Gu$WQ2Ox*^AY_^Z0`CV3{SAvCf1w{t
z11YcaSVeSmuSpk~hk*WxQdYHWR}P9I$84~PpT}i`)okzs@T>3iitX+j^up_x)gNR^
zd^P*jCFlk@bDW(37C3Ya3x=3X!Thzqzdv8MW@IWLl~q;!hCQkrDl(;W-l{~Lv<-Zi
z!^}G8^dq?ri&J6!Gs7`2kC&GD&kj{VA_ANX$mU5z2({F<7|47ddxi@#uB!<tLp2{Y
z2nB@J-6!WLmJQRib>K@8d^mlWqscrEgm6jxpVDggA``_|bp#g1vw9w*P*MZ;4V;1r
zZh;u`YY67@fq%6|^(AD2$%+BUW8g#Zc@$)$mzJ*+1T#_kY>?Q_hu=UczdS-X;lmN<
zKlCB+xG$q2cBt)~JglNqS|~mMO)%Rf?Zij-9|lIYs@oQ0_goM}z<Gju*7QKMQb^rB
znXSV(`urE4{3VYK+t=-9FVldE`wVW}l<QIxWgHW`bmh2yU%Sn(V$hdRMuNx!dM>)b
z`FNRpw0WBOlrVktGGvfbm&Uz0f4_Hfn9HB{7kKiV_#S@%Y>KC5YC6ZGp|9H=mcVsX
zZxa%Gp1Urv?j3SnS)0anK4zMh=jdA1?zb&_Jh-6!VbYu3OxF5^ojmtL+DnEI42CAI
zLV@CjXIb8GN5I;q0NMrGCj=5)4+7nHSJ(8of2>+Tg~P?gphdeU2pTPqDZKGoXWFRS
z4~lgdr5AGYp>bL$a-;4R^SL{9GY1rq_Y575+Li(As+;+l2Lc^d`JM%CXmNA>K}NMq
zm2HVR`!jkH$z45Tx{<V;A?sCR&&_xK$nO((*vtsX<uK!UGvxLYbU2!IEdR*;aIpF7
zSVJ|N-G!=btk-fTC0AOJx$-2XPA4Rr*X6ojq+HyGR-GO%FnlrGO!zuoY!&kX!4nyo
z72iY6sF;N?d|ymQ)G8;v-2gEwxYmv#H3vdY8s!H98w0lJpnh>?USX~sC){o|a|ihL
zOk)VwsP&dy@7BNQG$O!A<i{NZO-hG@KIP^0A+nVKbzuOD%Vwgod%p%)8%C!g|DL(y
z1TKhHfdHx6L;NP@xB6yqcfkvydLlu7b#Y*}Jj|!?kR_OELgT-;W?V8ETJ`lb2bM9J
zAf|ewJw~XRF@Xm~+0X8_>9S1MvN&YV4f7&kXH0@roHo=I+Y~|h*~&d<lBRq~ImG#K
za#SOfjibY7oVv23E-Fml-!J}JO(yCh6_kk9Df*XCfje@h86tgnnN-x%Hh-_7rDgE8
z*m7&36ymds^9fZwHS}Q-IKusj#Bf!jKbdcv3VtebHUk6(A4-SFG_RHd-mVgB2dlW*
z7h6s@5+LY9weCJBu)1s+qiK+FPsu`*-!PysIkxVT6yl<j8Vk#ksr{Oxp{LAP;P99@
zI7>q#=3Q-sBpEiUm5zssZ^(N0a|Tq@IiJ%<R03tDTa7sJnBx@%7AH+$wj4hg{oAzj
zhrN1TO7$|mhUT$aRaXMtwZqLB#fx2atci&fZc!lAyacQ$O7j`;_p1*YIx{o}fM@(r
ztDbi^Sky9npRz->T3cJiorz<r&U$$Mvuycs#MmSM_+i~js4B`hBv*-*js1~Yh?}|P
zuo*QY!-&GB#hZ+!sh|^5o9kL3GUeznN?tkR!d;ZCI0NH`fc!BZV^j9`0K_9>AF>p;
z8%R5<ZErSL2P8RT%{#x>JY=?lE*G=}5|GB|PrN~eZ*Brq!th`X&{7Z@f{Vh##-=GS
znT226h6&{tlxA|)z>4@!A$CP7;&ZybjAOJ$#KQx=yUa{`xAxSnt8wpXE23HZNLxkD
z`gXm2ry~&tL3u^oC}5>J(XmiKFdd|n*r)*gWR^;D<-BWNqDBm4OaRAGkL2>)_^u)c
zpU>x|D_IQ#yyU?FfWccv%h_1~bhgg{?8y#S@JSoP0vpVvpG92_HqNNO_Gs9$Q-ZMH
z?T0tfYf=cGW~P(UWpZ}>lr31?>4pL5HM<vhy+Abws!686bhspT$F>bLg9>lxK~CUd
znq02ny1is=e)&h(Ga%v1(_zICM)z%{_^8t+cbV-?K(PiGX5fH}&t}VQWE6hB`31-#
z9Po8YZL?J~5BxEt2QmSdqM(>@U=+RccQyE3!gqAGltzNK-+jGbbGJ^6&@wSXdV3;^
zlOoBT$3$fL(=j>6s!T=#s?;??h@p5z8$Y6<5`)B|j^|e2V}CboHP(G-d~{7<6rGfl
zEj><>xi9p%pn#Fp(SRwX@d(?d-lna>0c|;1*f_p|3UnGoc$M{NmF+P4&>n!7yTP|)
zJRA|X<(^)Jl{S)C=o&nd(m~Z>bR6SAH|Tpx089B7=u07~9&hD!YfGQZMaAZVHP1YG
zk$;>tGZ!fxiy8GSKMqNiG2cR4M|z)crzqEr6xDG<c6{VV$mlqBZlMJqSLN={y3`Z*
zlpXP_3`+}zj*+A)s;aS~%ma^*%~HmA*Pg!E9VPovIL^~q%wTtLe2<^-o>{`o-d4|k
zM~Zzs5YcLUCl;QMc%+@o_5gweIRD#fD7h$?>K&%*X=i+QmIHb@!S09)>O_Gp&4c2S
zZM5Krb#!Jg_A4$MD#42Shy~AZVRaedleKH=l;R!rULmnEZ|Dn)*{WTHPjO7r&*k1x
zg4cHeE&1PWhOr54p1e+shmfcuGm7O%c3)iVeHRgX9t#%zU#}Uh@|^D?cZ@^Xo(K~K
z*2#CfXO~#BuJc2p5R0!@XPkMP(xGv(J}pTdHZL6aZ_m>VW`<FDM&pYSm3P2S!MI}7
z-vj)`tX4+GH9WHqom)H$SnL|*odWm$hID)g7*S1)9$0~541WwZvO52Vv$u`=ga{>b
zaUyM4O$Gy}_tes7-RyzuTyU^}uvw~}daN$gD|lTIQh*Wh5h^MwF!Kq(-k?sq#>e)z
zYOsfKO#Cwlx3ST|om&n|ybXD)$J#^;578KyWSiV~_po1+qHjuk(SV`eS!d4viu9fU
z;p<`^E#dkH79Oy;@-i)@6!YFpZrg0UACJyZGNd1!rCrU_Qc|Ipaqvh^ubrCC$WnI&
zn4$w{9)v2y-Qe`ZRikkmf?Fu?gt-p*oLL0$2CdX7%lpZegrRMgA?CjTZFqjr+!6PQ
zA%QP1YKzuvRkk1X=GM}^_tfVyw{66a>^(Uonk_G`J1Z&lg+x9TTiym__4PPrqKcE0
zZif!(Gp~Q|onNrA$;nk|u>ImKtKnZhU(h~g<#_+lz<SEyIU`AZ*S#i0^+Z9-dkuyE
zu(0S77X1uXi(Zieoe3n6!kAMR*CgDFtjW?qcv~yOsmSU?(h6iO+Qj_e551$aW8ZpX
z2UR)$GPyT%O{#Ezmp#^z)ztK1x9g2rh(-Mna_urLk@d0{YZg1yB<UX=X=a{Rjzx36
zcL*RZWO-_TXlOQ4>KOTu2=eqn+BuP|Vc6=(^~Ihp$+zBh+y~Xi5gzT0d3ClW=(^t+
z@V9RU1T6j!Js$agH0aF|w|6MTBk8h!Dz@-D{iE+A1V$#tVeUnf{~qYOq`Ee3OR5@^
z8QjSVx~@Eaxl)c?Te3tv)xH3FTjhn~eIbaqg8Cb2y?m8<p^nWwUHy3P{GzlQolzmB
z;uLwgIiK4{tSBfY)f=<LS@n-E%Zx@tT=4}h$e8uKBOVF<YHe$K=gbJ|u4hSNJh*!c
zj0%Qd?)Cc97Gkk@!2Ao7q_~$tKGME+>`tZ$1vk^w;>fL=92wyzwh`@l?aga=Ej=2c
z_m`qWC7{6_>DI_rBQ<XA=P~){@Q%w|V$SQY9;hFqf36d7tKDtGUTjmycV%?5_yGf?
zkdj|RP0o-aW&&76cUuI@|F496@4RuQ%lI<Q(3maKqHF_n-x_QgB77>$Ch^!Hpn?BY
zDrxz2nOQo!tM2FtZ)gYy&XPt11)a3~Be{7Y*-4W`=KWr`&6f3eJ0K2X4drjY#OM9V
zRrm6SD89JyA<`#_$wLtj3!4dX`3#6SQMT_9F7PYChjQ;K{MAzs7YR7kf<+j)#vxtj
z3fO|(QM~)!zXL#1F9a;wr&{M{l^C1NpmH^F9@pfgvn=j{BvDe_>-CeYSPUg?M-GbY
z?AH?c-}=5`sf&V2xTQ^CVc=r23R=ecw=`0Tw>6*57S9MUy&S$7fS@qBT7P*b{8fR@
z(EI<@^EnyhjnyC40?lc#Bct5u@)Skq){zjwz-}ETR~v{T2a0J%(uOZN2a;HK8Y}IT
z|K8c6CwoAMO@1fDlCe7K8Hm{|#samBVI*56Zo!eT&*n<ClL0vndEpg_zYNUZ9}QQ|
zE|6)qD8uT$nf2odi~Tp?wtxf`<x}|Dj)g#smW6L$aWQTt$HFT&OHW4!f`opDTyDnk
z8E7?IJZ9#aM_*#Qm;^mvhuWZjwg7B&NQog~+fz!#=3kUMu#dAOlgl*3<9ao0N1HKI
zrvYQZJcML?o$ruxCT1hw*NPLD5@vDUDaSDm8WRCOKKK}HDcM^HpqH~c&)J3%>EW^A
z`6xZyn=vB5NUqL`kmO&g18n<~7<uggcK9N+^k@YxdLcbrldG=+E==$tCo(w8PmGgI
z?LV98fxdaa;b3{)ZBJ}dpeSIj26pJu@I6ob0cn~pHMG!X)Fpy_+Z_bER)HkB3}3sM
z<%YYa7dQhw@;`y9g%Kt0d+UvMd1@-s@!TD>B7Vp2(wptyv75~vw~x4qK7I!1BB>u8
zPb7QytpROF$60wHcXy0aw#(6jh)TL}E)LY`HrPY2%v_#rYLwJ(^_#mnx;nc`9(cBs
zITdufF;C+4;BJphY-l-&+JGG*!WP$(9q?VB!*6x01Dp{Pe7k<RxV)Aqp;5mEuE4_@
zZG-1QDZ2biEH#P1MHvAX<@n7BF2Y;07?k~nYgG8R>%P{$ye;~gBO5F;>fU?p%#;mg
z@AtB97khShi87@%VAr=4cH$(=?!9gAI#-8pK40gn8fczj>{)+=4Yxm#lCUOk&qHWE
z`-n(9kqu6^kZ4zubsrGfA5P%H!~ua5m!AuQJ9uzZA%?fJ=$~NESJ>ahAROt7O>spv
z;pDiJn#Pa5JlcIvbI2hXV?XJGEVS{Jg_s*-CdNqGQEX!gZF(($QxC~w2(!?pl-}pj
zr73gpOE$#*vk`H9_ztXQc7>5aR4cs7))vM3p%Pn+ii_+o4^0uNgX(>7_lK~Q5<JoC
zap;Cj#D9D4mvEBim!e1$Uy_sk0f=quY?04J)*vB#)vQndW-bp$Tlj}fe0lG{jR+%n
zP~RAYGuW3lc0N^x&Mx%;VHT+M7hj+c#rYx--g}?Vew_aTqVV)_eN6vl%v1kJCYM*g
zqnP%sVUl!M7rNgqj=Z;Nxc`Ke3ztbi1tr>7RDO<3W;kfx#OChB2U-FCLNoQw_?g)C
zf%egrP0fGKqZJ^6)I#6a!Ku<sYNXra%>Q*(c|YNmmgVcMYY9$pqbITlyBzrUAP6nf
zT7g`8-cNzU3jg$K1eDjWF3d(|7=KO7(=0^Tkg*KAqi|huHYj-r=y-I&|9}<{lL8}V
z{WY<O+IvIp`yReKZe)!0#$!*fKWXCWf254U@xh#I0o(OyROX4I$D{C-0Cwv(KzQeP
zTf@H`ojA8|eA_R%ZXsdR@F8@peGpn9jfUD^V3amM_5U!vh72C*5d7cX$2H+gc6DAD
z(Vs{nCc&yb*__hxmt_+HAwuoXhuwK~`-g*oWQ3_xdg9J`_W2P78=6~%Psb2agw|u#
zon511M3p}Dj%`E$QIwi+0k`if%ZG(2Ad<nq99{AR`4D*1G%5vOB>-$z9bEQ5094C3
zb$JU19LAtfBkVs15y+s-{3@+937>eVNpvkd0*aFyylgX^;RQ`e2cCZck^r4!4ru=!
z<xs9KSf3Md>9#FB;sgh86$!ChZOb)AK;V}~ma_vvdhjV%ePc!K6%o;T-CYd0Y~m?H
z64oy6eMll|gfVy?#Y5aS8x?-&Qt$^wB#^r-?^y#Ff?rgrsqWHxR#PPk4b9`?YKV<b
zErMhBBLp<33Nf=;@a`7)?_gjA8`{}~Hyqg3+(#(SNeTcCG{I!ypUWa-xc1u{CNGH%
zCm*!37w8BWQh$oPtCzQzL)fSq|91|k7pKpAzx4!oxtD|HHnGsz0B0Ug9+=01`KKjt
zb*{|Kt(f>8NB!B`yKwpy9k7KkvbJPE!RIG_<DPTYyOl=1Sdge`PtgM;^Oh1HPQ`NY
zu#7#NPyZJl3-hIT4Uuv`WhU0H))#HrLI2-6Z1lP$2tr@%y5igi7tm8%j~SXF@CZQx
z<iWree5@1zp!ee8KSTK{QG+84$Kncwg7kD5Lcxy$f;ujIK4U*UekunESNC3&UkHL7
zCO2ow7{ja_gq$_#J7Y&c5kCRMd;&z){xpBXBN21#jXUWXx?UfQMv;FfY`!HJtfZV9
z$a1nd;HL-7&asvmTGck`2M{ZS$AY8DL6XaQ&sOGq6H^&pCs}$*(ZrdZ2d(|vvId5&
z7{rhO8n4y|1EBhR<BSW!CJP>Y0M-B&N&C-zK{vdIZE5WVV7GQ_Unn@vf24ImIkM8Q
z2ob)M6Z?R82?vmXZ7UM29<IP>R?k@PrEFgg8U*NiC6}smFjbPpgcPw5u=DLSUAJ%K
zq0TJ=&@ds<Ven^?G`{x%n@XAgS1e^X=0j`onB9qBe_Y7)EN&UGKGuD8g_K3LB`rMz
z1)L;-57_uECh^AezH7ldNJ5p$i}+rap1cQv&RGGw&+qxqDTPO+#dWxTKZ<uPU*QnZ
zPkE1z>xwWwD?$u!DhjaFbSbQNWz;D7h#~g&^&_Qc+wS)UG@eei>`vxv?B>1arvmN`
zPJ^|ZcbKl;*gmPF&DwakWu?8&FIp6BZQ~B=Goib^R?e4y2lGnvrkyDf5d1QhkX|zv
zT$uXnd9U(+OYNN4MnFI~I^4CJ*a>Bs+@f@ye^b<C8j4#~m%D$uJ*#W^1`YfIg2ir8
z<}WonHWG?;G}^6<G%l5-h({Oe$8OHYwG=KFTmO%&w+xG_i`sw(5mXRVL{LI_1f&E+
z$srYyMmh!wMY>~1DHSOhLXZwgY004xC8WC<MnPg2LRuK&+XsE$_q)FD{CKYCk~3%5
z+H2kGUiUsHWvAWc=2-0}-B1(^c0TwOJ!~#9$-uRBr_ZV_En+U16FlP&cx`D0-r=Q@
zFxE90#}T>RS=&0<|Jf*7fO*e-vgC)_w-BhQmAmO`Qiod4;Ey};*q#EO@Nh0{eXA=q
zb2>kZ`)JPz!CNJ@R*%W2Y|xbf20H`;`cmD5IjK^G+h5vQIBn_d-9-n7rHGUAh+4NE
zenyh$g_8QZ)q|ME#V(d((`%rSFBObvzTwSl)YHmcz4E#xhvG#hw8E_Zs|4Dmb@#N4
znoCW&ax^b3;grBPa#R!DeZJ$M?X@(pw=;sa*}>5kXgeROL1TqoZvSwiRqW7cSb${`
z9CxLbKd>B1I;dLERL~gfe#kiDQvdT2xDCc?^@CFOz{#@)cRjMg@BuBEz5MkQF$>(x
zRJ--JHiSyun!ccrU=r#qOj?Y38g_kS{M9AoKC*9l8%(SjE#q^jE3jET8=HdSx}TmH
zN6bJ@<`1cbqWXf>gDgo4PO)&q9dL)gM}M6z?NP1u`_qPmOMEBv%;2Oy65HnnWEU9<
zGcRGZb5oAuM`Oq0p~mRR>|yUba3c;{y4Wm-CgXyinGU*!KJRhz;9<d<5j_MoQ_2Zh
z32(<NA91~!dASDdje1tj`#egf1m%0l=b<K_c)|U)Y5A(~3nQW7D?i@0+&@T95jd(f
z74Tes?z6eiHRJ??MLue#@F(i&;X%|@A)<$yi~~}=4waFey?2wzz(Y1HF$dNSe+I|k
zM-@KGa?O5s{_NOSR#eGHQ?46jWE7^py-Eab`@HE<bu1~~O{dl`D^>oQo@#jah<y7u
zR&^kmfE}Indua{L6PUo3nMLE`f!a{IRl$n1<D>2xI+x$QIV|8A%&JH0JAL?r6A8te
z5$#~b^6m47%WZC25yU@Y_eqC9D=^1<jzQ0PjMY!Aa7ZwXMKP-1*`<8@OUm5#(dJI=
zvo<AbD=R_93$Vzq<M%EEzxryVn_pTw;ri}R?0=j*DohP~<!%R<@W;36cQ;8UZTfs4
z&p;c=-N<X-hJryaD?p4U3H9p4;~3qpJ@u4DVKTGJcaqH^_^+|7kRBE1N)nvI-Da`b
z@0O$D3U&l5b4+23vtY-~w+1ca7Ms*?BwK>sZ6Td~T|$iHu*g^A%@o0BI_(|^C|KXE
zlQ`H+>kMyX0&NC>eTNSSni-K@jJU^0ax##wBT>41T-C?sbNhxeF}UMPT65j*u&(im
zIoNdEz4*e;TCWj7!35M9*YORx^&F*M`fRBb;RwcCM6kzdj?hnFEh$aPe)_t~V#)~#
zILHzur~kb5%|Ch^J<L-sZyNeU;ID1G4-liq1<m7C+T}e1Q(R&aQge_ivu{~T3F$_)
z>$_BjK0{kxt3~T7?L@Gw>+;fp8~>vP0EP)J|LV<=v8KG@;wYB+x$aqQm#N~De!@kw
z9JBxF`@44nl~swVL=hG?9d<rFG(+nC!JJ&(BiMBb*}jJD*fmeb5S$3ipZa0*sV}>%
zdkjA^GxTY_l4JVixzCYxgZgnYD`(I9ocCV;dM(ZD={b>~Uwj|<yPfX7k;!GcA%6eh
z&TjcJJK>`TH*Vk(o#%)09e!Llf=O?y|C^C;*|0dP;qNJ0S}`_ovOB3ykJ1wj(8q6g
z0s`goEZE(~poyEENH_Fe>MHSro_%c*sk3kH<|yL~$43xwEv9?@xJAig<UF+~5o|#A
zUw>(Z9E!)jvVXw68`=|OB%$dkQt|TId2N^0zAHLqLI=%~{l%He+{VMVuac}VTP~G3
z*5$bC(!&fdzfdOnV))^EgRKWEU4l7tFj(|;5@BXptynBo)M9?8gVo;rdZSN0%bB99
zdG6prU+N7U{IqF}MG!dLVS%-{zQ#s$Cw&$8qJ3I2(Ik56zrWk?ygB+o!}c|?>KkJc
zCFPyMV;~$n8u_~wZ!e+hjK|9Pe67G%WL7YX2mkdIjh(8OjT4>Oa)(UPajt!S9#L0}
zIJYA8#g%&e(6r~I(vWFtOCZ~mgZT`&W23m5<B83fZW1bLvvv_VN{}iMVk8c(t*^J0
zxJ!6pC^g6C)AX`|H$l7;#5L*YpYGX^dw{iJw#R6Zt0QutLrD}A_=>DqHU*7Dc9r&B
zc#q>P=oWjktlYeh&|ZzvNgmU`R%xKz4tst}LPAB@2pL0GH^2O<D^1Hs26BP^tiWi3
zua2@vtjhVpF)r{k!|*ZeKuSPrIhNf0oRFVb!+sZ)WjFSKK?QiRNbywfWAate!Zfd)
z?L^d>q(xtEt)3zSKN+v4S280KbrFB}_w=NXql3>eTU}7Xupqkuy$v4f!t(ZoZ^+FH
z-?no*wkjGk+CY4hj{Xs>!Az+~4qoMJzPqWH-e=$b+$qNLGmG+(8M&)67n?BHA}zYc
z*sP$NzQ$WjNAGbQj=#GTo6yj7Mv%UTMtpvx@f&(*@RHwvkqjXL6<t<8p`V}ca2HHy
z4e=g*x@1E=d@;JU7Pp+aU6<kw#RYlCl^>)nH*(7oc8osXL!>*QWvk@ZXGWv$ME&sv
zkG$NpAo=;x)xL4#)9wFdVW`u6$7R($I;%J#kWSzA-QR&eEZyt(J@`{@47R`3j4Ieu
znLpkR3z*bBln}9~KlUOtZFkyW6H&x}8)Qv?F;R0zzY!eOfW5JpYeO_NZCe;R&d3j`
z|M*htJ*6(e&T*fo>#xm!?Cj{!GBnJ@UFWp3X)c-ps3)FxM%8Pn_(JV+o8NLB(-^)!
z<Xj>&8Z|H)*6UbGtHu(`!gWHy4m`&8V|Vx{kk7;X{|ImG`q?bA1;wL?&Q<mZ9*otp
zPfCJcyS}!9rteLGoKxdyae)vciy0CZll@^-XT(vNQ$z3Z<3#(KpL%9yW=qipCm-8#
z%pphsq5=J7i-!{<-B$K;?y}_{dSAAdThjKAcL4XpyaPaUAQv~<aw)PgC-X})H=d@T
zs^)RD!1ua1(gjMPQ?Ds4@^*c~SV`)j6&UIKY7CD;KEOFkg;Hy|rl{*#_j{9a!;`Eb
zm&tk^#X&Obk6tRPijLcXC)eyc2~V%pFRc6gtY_)pyRu|)d1Vp!9sd@`EuNC4$pREu
zbzkwig{Uh09QghSJs4l)r?=}P#+M`x8c`CVCzh=-hbwoqM@9<J!hNpPU#ev&XB2!0
zuG+Xja)GV4rj>L4w@!!o3JjC|@LFr~+Em!{kCJod6vBNqo+VStQC`sc&0^0n9T%ob
zY>ku{3xoADkzGX}RBRe5Xt*Izs3rd1zq|40<TJv<qtErzV5FnjnpOGBAddZ>@N9pM
zk+MnVtv*yRyo+OAm3rxY+NeK^Vt~jO)C<snJR2Ibk;t3k9E`jE`x~&1|61F*`M%kl
zB36G?XQ#5Rj4AMgoLy6#O0mct5I>!=KQrrInh|_(sgEE{p8C`r@=!z|qRslRkE>v5
z#bO|Qpf9mCy-4Tz8?`*h2JnH1rM=ytOOwRp?*63)(Nt=vX;*Iwd~U>tA^~6$o?>PN
ziHy_!cCMYh{SxT#kqB-s*RB=ak;zGGI2DW;1>(c(8)$_}P=%0_YAI-IGe0^S$WHWF
zAObcJf#x<Ee)|>~oh2zsTwyWx`XV^;4ukcp138pJNyB~v7y~!^eHo;R3N(g}xs9cK
zB}(lyBSY6?vnTnD0VhD%m3-=FYggLSNV%Fx66tLjvDHI9p^#6H%xaRV)w-%WV*vK*
z6~i$D5f$xg_rIm$d6KJo#PJN^Mi+Z*5{D6@?(^zFd}?kdOGL8(%wKC^)ycE2Pus?#
z+N({HZyes}luNLm329m2X;jw6J6sT1%d$S=A!=Xgo5EgMX^_sM08z-kan<<oeGkIZ
zfi;(rd|YwrhHxJ?eqCa>RN6+?K<9C-H9cK;J-s}2?uV7^)q`tG-CK+JVgpqzba9G`
z+`X?;C!KC-1-><+ziM^~sy6!z<70cfP4|9?5q)7LvzMlF;fmYmPCgx>@EEifcE}wS
zub<f^6_zszV03xOG`&y#WCd+Pda%f{Pj<zl2G{z~K9U*j9T2wDNNCDHq<>9l_zu2J
zD?BD|bWCQg6A)_EtY|aZcU&Bxx8Whax!^vS)5)_u$;Q60?#>lQ!ks)p?quIqXmd~}
z^dGl`Ay0Ds`LoC$zQn_sB2ThudHcKRQ6nhgP-VGL&Rpk&rmy<xHO-@+eRtg{U>m`}
zWLaqxYu??0LUl&oO0&D`LfY>8_Nz6F&G1?m`bqE1L(vhzF~w-`J}I51WJU_G{#p5I
zU1rpSm$?+p<z+J|89oWm91nc2li`UAEO#*w@9OAQQ}KBXqWr^gtG|1tc)yF>Ywz{7
zoVgb2`FpVQ?_SaSe=^w<0*(H$oq1X!j6GJDV-gj~z`xbdb19ceGUz~j@b+BIsKS4%
zjS!4K3-j-PR5txspI7jWraie<sEa{-rrx>tj~NBjN}6_n6&9c6`Yc;^hnD+>)uGd!
z%b{OiJw3u=u5SOXzf|#~!z^cxRRCRAR_aaf|LDt=Y-zGjTxi>HrYzS5^I{~*A$9#`
zHq@DMj1P7SZZQ~;WBSKTs&*J*RFEG(A(Z+qTPRH>{F;};w<b0Pt5gBTnT8g~N8IZ3
zeP=Z?dBbjxqw>GOeDJj&w~JiaLM^XvVzzdsYOOPG6v~A?&UDqOwDy`3Q;wS~gj<;9
zmo<Wb!2I!rh1pW-RNL}`*m2Pf_s0A#UIxYiO`_QZ^hvDU*s-F8cGL8<y-|8iKx+0d
zDRUI?1seX9t~9n5g1I%LXObLHnjJkjMrthRxW-hDiotdVdz1Afo2jzgMwijk^7Vf6
zhAI@B=Ef=(pQ@p0lgVmTQhcsJq%IB$fQP!(b@}?_wyJ49d&x608x%S}*JjKc98%;q
zC~_`Nf0UOx)+%N^M}5Py3A9<1GIH4P?ZpNUk04xBy2VrcrXjN9qnGV~9E3J&cYx$S
zA<7=EGpw&<aqOn!QtQw}YpE;bx5d#&6l?)<o@y%92R%lvnZHQEruSMnT%|DdIF=vc
zKO{pZoAcGOd3CJLBN?8M!GfPKO577jwpf)FR<sXh^&SY1rhkr$eC<A1;Na^}_`^K3
zVTlGGZD8c~!Frkg`GG2PLNcN(&daS&7q`EK?6YI*?CH73$jLboW*-A`EqY3ybC=br
zC%`2AC~vHP+~vnL)=02*fGa*?m5J)<m^?7vQJAMv&@e}QXroRu5xD|`8MKx?eH=w`
z{HD&^KxE6`a>@@&<h9t4rraKU;i_zvGy<W*4x^fij}pTVl0U{jS?n2_+%b<ZP(5o8
zWb6|#Rw~FFlryo=tvw}NXM-%On%`y@pXmJ4a)|%TCgc6YP9y!jHwc6Qs{-K~1DAuj
zFvKtfEC1~FW#9xq$Sc-#dy7CIM#hI3hV~9n=Tx)}%gVK<`Yqw4k-y(wTq~NghpWEN
zmHg=7r)L3IZP`biBY}y`0Ynz!8OA%6lWfkDqaS7+urS$v7(2DnDvWobo`nphYgsTB
zfo?>|>@J!9I<j{+02W@O0t`u%;5E8P<)e#^8{@UDldSg+X$Gu}?L2qR1iAIcoAiiE
zx5ssYhZ3g7eFqGI)x%eDn9&uyc2Se;%xu>r@J{rlCzM`<lzBRz->UrH7Qn$y#Y`90
z707y_1;MlTk|sxr^0HgMdk4H2YH|>ka9k8oNj-SO3tu!@Men)gu*fQp@CiF;I+w2%
zn`7*F#-9qW)S>mqUg!$LHogx{PIl&0OTSTH2=z1DQ&H<s_@>-09nGEcC%*Hh$cXDj
z80=m3?6QUHWZpMH4>i6a^~+!SDzR281Q|93QCy9eRSVgC)*_v1pq@d6Wddtn)*C;$
zGnXZ@7kf1)B(4IGtL4=z9*gNZp)t*N9h~Dz@(#sa|Ezap5NqGCrH%33+Q`YwdN*Z!
zB5hpEqdU<d2Xau>@Y;jhhK~F1;S0YX9DEz7O8{_@UlVZ<-`T0L)t4rk0fl7PWp(_h
zt_|jZuG8+qk9lO+Wbq~51BrRaE|@!Z)^H<}J0sRs&rZl;Aq8OF*XkM`t^52b|DWve
zdioErYk+xts$28bq)m1IjJxjmGrRJHr`kyzqOT(9c5jXvGw~W&!AW7R@`yw^;gj|C
zk-@=yo0EfABGr_zXnGQW#$hn&7Ta;P0%PBaPakCt5>c<18;ka}q{e*N6*kS?hK@;s
zZm6CGw=vV8B&<KD`urpx;)gNc>P_-Uf4e#$XJK3~zeAw{<!Tvk0FegW`FyQ$k0-@@
z7r4wXfn#G*Q*IJvOM3sC12gN8uBl})eTXZcy5gVZG|TV31f>#fo?8`p&S6mQ%klj#
zBTU*Aq<yy>2F&ugnzAuI;D3tKDt+B%1=<@MhY<Gnpq4hYbnFMv*rE|ZUB)Z1I}L$D
zTH5?WJMn18NujOeg|ptg{T>{q8w=n|eUrs<*BEW?UVt%Q^YngNoL_mrs>Z^MX>YIa
zNEBagKkC}~+)qeN$4@k>y1umvJNMKt47;J$=I?RuW#93^kGa@Mi<09j`h8Q2WZFfE
zjXe_Fgz6>>VhP%{cpvc?eptw}mPTSNy~u(PTAu#GCWewmpV~y!aNGX?gozE`&rVpM
z+?^uRfK>9T93=FkU?IpWlzo_bb*(o!wURu$Vqtx<mgY1~`sKQQq$GeVyrQl@l~=f6
zen+jN8z<@)D2$aLR8N(9lsk7t95kBaqaLLUZB;llpXRz6A)5d782{wayU^Qi=hUMj
z+KUypvFgQMr%FTrxz|3JxSr}Wy?Xt!gCdG4V`8u2TGXqg2EB#4MXg)pI<LsLpH`cy
z;%ga+BlX-cd36ijBI=9AyII9ehv!!%KgHqXr(*gF_YN_ac9V}%r}jt;hVnQT%`d{9
z2e2p-RebaSHtFwZ2cq{A$$jl};p6<XHbJ#626AJ{Bo2Bgb_}3R&2s0j0~$x3Z9|JR
zEcZ?@6ZK#u*TK$ej$o5^US3|d4E|B=#mA)=rR8>(e~x_fOG-B|Z^|E=Ic|1M4*u|E
zy6~DMWuO2o1mK0p7jO*?^2I-cjtioUDIlTsZxPxHaCg<g5vl8osa@fjo;9eRud*z(
z`U*bQq98}hWC5-Jh-;SGf?FI~{>26NiyeGwL?~wls-91;NtbufaGm2N`Tux6h-H&_
zUCM?t@Bf-N!#CHp;X5p(hU(cRg&5mo9o-&<ZSz{k%)wgjgLJ0<+2~g~u`d8BXQlEW
z!@c&7(p)!WGgaiQ+I`RFC7nTNw<?eI$(mZ!=zX%(E8xrjpcs8mJOTdsw<YA@#}Rbp
zOti~Y@(a77e(h1U`cnOg)H52o=`8X9y@&jGW9l|`ay(DM2=`hHE?E^58usNw*u33r
zly0rHj9FVwN*WQpe?P<K%z57XEQaN|Y3WVVyL=e0F`Gm$-<L;?u?C|o@-mzWfrR88
zPrp9MJ6r`6u_MoTv8^f;ivii&BzMy=f9T27nCm;cadLBeMGIAz=^65QiQ5p_gg~Hg
z%2c?cqdL2O(*a)~{TnlJ=32+0gau!ZXzbG0j(PKo9p8-A!=34)A3S?dOh=cbtzRi?
zSTB0Ta4L_(ykW6Qo@V6+w!vhb+_kSqPi|OHkdq}vrV@5l{ANUPf>-=aua|i_Mud0f
zPyOBvQk<L&<S{Ii+%<1<IASP#v9Mm_ID>b)2+IiZOFVN~urY&PE*fMUtR*=)G!2I(
z4z9yjUMtI4u_uz0KjK9z4C3)818x%e!E*{kun-=-=5AeA^4#FZH54&Zkz{R*Qd(iD
z$HT4{<)V0#6FATc8ZJr&WkW-mWkN9bUJ)~<@EbMnduuH}THDaSn?GO4K+|*U2Jp)v
zZ-IByJ+nGP(<=^K4{MM`D&c86LqpQwpg72i0uyt%e5!FOr|b<&SOh=FjQxMStSbi2
zW@e2p_;#qZ{58|ZtA)DQKax4?+l*|>t1hy2HiTr$YrW6yTx2rK?sHZX<uD?b)?H^>
zuE6IG_qj^O8MgL<G&#sCKCG9F;!);A{vMD2(QH-ii+-Op+t%&iZ9?^dLm5?W>5P-J
zK6_Pc*ZA_m+k5@;#K*;+%IZr%@SIr$&uiOgI8-PXcVNmyjvT9$cA044sUhJ;2a1ul
zWL5}7kgiW^ruo#s&DRSNf(@9s_0%U7opu4E@7xl2G2fUv&TN>Jd^`d)ITpX7L}Rrd
z8XDgqJQ!G(Z)|VBH($5ttt(gdMvN3T@ZlL8=D*|wryH)VLu9!dl$TieNY&Lsc9u4V
zJv3t3#Xiv2-`F$G(ADk+FArPDdAYDq^GGsdTd->*D-%jtFU#eR_KxR7F62C-SrR4a
zeaaR<aj2+3pyFtx9q|-k8rGztw)G-W7wlj+J<HzudF_H6hjQ+uB&via@Ud(&5kH$+
z&$K)i#RB~DNQsiK)+p)aTB50I%Z*b?5Y2DMZ}x7NVNf`KeGB~!@wrS7z>J_n<<E=L
zFMbAVz&1JowgCC?*+^UExSH9c_<oP?x^CFBvB?76mZYprgCP-lD*>7+?H~qOAA7X1
zB;L0vtaa@G)f--ciecPmG~tvc+5Y95mS@~6{VnhEB^n;YZ3QmQpV%naqbInUEiJdc
zvmlhlrrv*Iwzt{Ts>hkKUER5m`W#OBG~T263}!cOZn(9p2`h`hy`mMU2KIVGaN3m`
zMpIcy0SGWz_*TV{fOQKvTMP5&&d!d=E4(9ka+q-B2xaZC{|MXV+RNA``uVD}Wv+90
zyZI_cXFs_bh*XwNy1-5`lu0fLDrB5?R<;_xxpzQU#$DHvv(GKO8#`o|93ATOdj|0h
z=b;GY3{Mm=YWcQi2Y$R%?Y-Do)Un9$0#5qybJlEN6+TL~olY4d0hnhP?m4qJ?DRTU
zRyh9F%n}q3?lOg+g~{nB;A#n@rC#nhGKuX!8c>A=A~K@2>OXv+6{H0}oi?a(&Kw*X
z8V2<s0MuRqmH|M{^xuxJ6~JEsXpd;m{MNpbL2I->=^B%zIX0fvtDgWEhTkkaJ()Mg
zm@+Hz`GPLJHV_m!{0EQDcO=(ghxgxK0&MJmfAV(ek95!)(Z70DawO^rkS~L}oc!|Z
z-5!I(QrvZg+?<c<o)Zk}WG!{vIq%fRcts&@F26DsbBBm|<^{wJ-&>K3Mz|}I3z(;v
zHesU#i{?JQ0~5{+KJsj@?%8U-TB~#k>Oa_qm4@raj`4%yxW84JV7Zza{Yg)gQpw|A
zx~rlUB{&g<%&L#-H4xkPru?`%E!AW9ev0tw1&rv?Su^wB1a{bEKH#erz8H)47`W<x
z;m0q^7vm}#llY+-X$oS}&%du~u~+h_yv11@=SvdwZxvEiQa#dno7VJWF@iH-veY%P
z>Ed7=zlz|-C5DTXP`3>$)ZDRf9Z}K46I$3TkzC9f1ztVRcdu@M2TxmDTMy7X9Hqa0
zykZF_d#E<`H1mm21B-&<Ru<0x70X|~=W<CXnTz(*nB0;kLmRl_;HP{Wi2QA4aQ>|d
zcbE-082Vp42LqInhLHf|O|q2F0c={G>bd5^NFZPUTo3+W|58PzC_Fmr!M=AMbHVsu
zqHSa4P~jY|xW*v?6(t}fEWp)tl|-0%U`3)Z?fB(L6jy^|fUkkB9k9?WXk@@bodu$8
z4p5wxzWdz8z^MT=@aMkYPdT{fbZU+%^CP8BW6Qb)4-GItSo8KOM)t-HE5ybY>5w{=
zk)h`ML<AxxspCqJ^sPxV6L-x1*qk766GwkEYXBgP9J~km-S5=+HKD0b$6m=SVAK`y
zZM8wo1w4#d^5yTJeUqkW$xd90LnnJ88@-Wz-A#3mEGSum!Khl<7Q+X(K}PSr#=+0X
z_R+2wTbtx&FLc67!I}?H;_|Wnoa<V47;+~&$m+X&gNoc4{}@nyl&7-qeE#u6CtO21
za~jH#pDui8$fPeh0o=y<flEnE!v_Z=(OItwpHp;VyZ%mFh)LZsNoU`BR$mh$6LW6o
z9wYlRJ9}HL$B0C@*>AZr>08`)zK_VbtMq4u(Jm+7r|f?~ST_N@Uls#^G8$*IAz1we
zKV~e<$$j5Y!rMbd?m_TO6~mL-Cun}ft>077h+xwRUd@&mA%fr#KNVvBgBRcw6Hr9V
zXP}y6Klb)g6baLEO<dzW#&a+Y%BFG(Rw9B^*6uw6k@+eU8`7(mys}~tSaV)Ka<Ca}
z0fjB*i%MKzyMsx4^Ka5r_GZObD@;pg3~Rr-#=NO?Qc9^^aJ|P!EdAz%Sq>f|Np{eF
z{n$l6sOp_Xz59(M8se4R0tLKldJc4RML!l>F}WZj05An*BpExq*B|&w`XeO{;!&?I
zj|l1F!}2e&0^-J%QO&XXFa1x|69`Jq3IM<RenY=+pW|m_|7km^QDUD0B69~TD7m0#
zJd&X@fNQ&i!_uq^DBGNcaRvY+%6fRMZJMSdc>(!?R>%#iu*p-B)A9}F<*wMlNx%Ny
z$YHa#wu@n1jTU}1({2B^EF~|nzdu2D-`b+b?|H)QcbFm9<TvG|RjL^0G7woVljs^c
ze_HcdVl>=}TSU%j%c-9s_2&Sw4_X5M%+XODiM>Nw_;T=roJ{76OtvqJR=v{fGbwIE
z{y*}2uLzQf$Lrv#w(eLGD%w%VE>H8>A_H*qk2*vx7}EcH?TydiPSeoTgi@}^Vc=(=
z=Q1>Gj9!BO`4XV0G}k1p@@Vwc)NlLDZj#ey_5=Scu=8plkspuE$z)C5>@g6@pq6)L
zYriy7DtB=-i<7)EyLbRpg5(i^;DIjG@$u3*IPy&U``a1e;qwO{7nBq<bP!eGEm~jx
zne2+c&pAuYc^aR+Z(d+GcDC^#mp{k=`*#ZppOIZmcJf!`i!bTShl8lW%=xc;X*&nm
zD4(!WU|`L^;j0u`$Fi=jVRR>~7(&1bz|u{N8&(`KcaLN%tEv)F(RaZd=;{J*p*Rk5
zxmxq(pTLbYatYZA0Yi<Z{F@Gc5$e3@rJHTB;sDld`)8Z*Wbq#7bvuwafJuKbkm=os
zx?Wyz)5|sw$8o{b)Q%DOPR<woyb`WmJMGJbU<S<XVxbw;`ZuGKc?AxGamFPBe{JtB
z59SYIYUg+H|4gcuDt!|g=v%yx4!a<4^l*Oxac#aVQz%l=ZM;#f+(GgIl!N*1BQv4L
z3jEJwJ(qD$1b5$j1iMGsX4!W%pGQg|+WCGx-7m~PXVCF=Zo~3mr+ulD{<uRuo42qa
zPut1J0+>LH9#+y2xmU!Fn+27ib>F8BU=y*D{HtNR9dC3m!jCV>0QY>}I?1Nu<1@TN
ze51oegI!<oIWElmXIwPUY_JZapXh?T!~(@dk&%}z3u=?Y_rbeBsbQqs9KB=2?x-O_
zVTlspicF!$i~GjW2ftFveK)$9#--eTzUxEnV?hCdyf9%;bhqjgrJ?3?6atK3;h1@S
z{tWO<+Bx!>nPn%T&cyj*%AQ*I3MkUkcZ~>JoU7DxQ~&YTlMgty<q?+Nxhz_p{G7tO
z*KOZrWarhkoyi#0$@}cGdF)B<|D_hWT39AJCur6A(9mm!V-<uDP%Dl63?@?D5hDml
zo6A*;Mu!>zR?)f7-W^g0V>9_812i=SCE{OQFTVNlO~t|5)U+n6$V|8($hT28O_ygR
zN<wwCS++^|3RFFkrrN9~hyZlN3{!aYK+8kC*7RTlzE!{P<+^slAuQbGnpIt1m7^0_
zBigCFD9ythJHH6>O3^vwZYw!*6i2|PAGzNJ`V1<nlSd@!DI+#qBM=UP;=GBpY^%AT
zfY4Uo>kBzbkA<5|!8GguHB#;N7L||Tk<&#@XmiTDVQSq*1&1hyhHZ|Y!4;o!mE>uw
z^VXq>BAuP@?R-hzIB4=@T8bTO6a>~zMFp&VwGg41C)u!1tO6EOYx_5g(oXxyL^~Mq
zCy_dIfhX>!kP`^ku*>@16sx%(>-GkS{rvh|W2(0dcFcj$KoEH2<nNuzW7A@a+rv^)
zWB)KCD+4g3$$g}t801s3GCq9JY1o=^X7qryv$7@vam<57h5^%Lx85lhQY-L$SXN?r
zpSU!W-)6y#-ex9_!|9o!N>QVc!AE260_~Wo3E)tiAouHzagLtxb+1{Fs_BND3<q#B
z6+`{~Su1zk+@LuSENR?Lp}bL94iZZo$9eT<I+r|uos1RPn1AHGA#(pM$hV=^^zW<o
zPY2Bm#9<H3;h|3NX&OHHm>(GmHy)x=k2byMjXi_bj2=dje9^J8y4iEMReCUs7pzUg
z@DY6x{JTeB5{*AtQttUW4Dnxn+g))7*~PUf=DYFb2G@5k)H6^9I4;P}*5>w|Nym`x
z42Gr&f6B?3ab?Z=l$dyMa_CT+t8-ZYps1(_NPHC7K&0K9R?o1pe`#bhrd?1|Ba82{
zQEtCC``yq@ZSlmGwZDJ*xd?^7$1k9#85)r*c>c}2r*=^V@`wKc6y2XwSt<CV7cxY7
z)q*jtd>7T6zf!ViT-z?nIKbiImQr(DL;&_b*%=XTvikD?jcY7pqw{QGFcjFiFccM;
zaof0Bp5;<f5#gqX+&8)D{Pjj-2RK!vYyEzT>y+_v`W7ITOLLFXc13?t4n@5icOcAI
zTOT`wR2itU$F9`{H9vyQj$G4h<B-5)0tO-!#{s*%2ez1HdE?9STG~Yb5P+3k_x=-=
z4PPDpnPZwx99r&e=ThS0m0CP)h6)e>uzk$_wO5`)S}~#_M-g{3f*0-=gOit6*W?p@
zgi94DGSbWgc*!a*r4A_1ShJ6P>hio?8a~uFJylWR0kRw>P|>Qvc++&vP1GhxtD5KV
zG73JOxPg1CNffM0s|=TK@bW^AgrB?!(ubY*2L&e~pc2$bn=ynEIhgcCLBYzUIWz9c
zb;&6pccSFzoUHmG<QYUiT%hSk3@p{sq5FFZn*xRmZWDp=qE~&bRoQOeFj8cKN40|7
z{)GrdWId!*^!c;FmtW$bV>VBN5jkQTih9l~(UbYir|N^{&|p>wfda4t()D6n!#;wp
zXvx~`M2q3>fi~C=P>Kg#8r8~w!dHU34!RWlQTKQ!oKnhFcZk3L!7k&p+j?1v;z6<<
z2UyD06p0Pkyj$<!$DkEkIGM)uM^iUQNZBiC^9IKuJqUl<U3_4Ti=~rti$B<2&M0Xz
z&V3?jYzEiqX1wPprZBkAva4mUlk-ymM%7$>^{w^x17hS%1^e*$ur2V{Eh!g=h+r)d
zz!wQxjsXk}`osK|=FWkhi+Ol>=j2!u`cW6Ru&kL~1)AT^r_S$N36GS%pVvN#O8}Lc
z7a}nyLPSpjz6gXR%&LWk#zovEeyTk@E9sXnB-zk!&xMku_^z1(7!kO^zLu9sNk}QE
z;j8}>yTEtI(HTPZZJ~!^vcBel@X?O!koxRHFRw)V<1VM=0ST-tbxRGc@3HDu<B51h
z5K3X}=DAD#Wo6gs{8mjT7Y`XTukxxE6@7Zo>N8NG=yy1F_3co+@UvVDa@dU;6JUap
zaQ^HJw2UiZv^anxxx~WY=U{(+yFY^2=@jJ+KMPs`DL5GH^B41-;mebPa{K!!8D+<I
zOn#SRk)=f|E8=!i%rZBhydNzQdy3T>Ryde(EqvoLyh|)#&+aC0_VY-RlJD@Wg`^-O
zi{}f^?M*y3Q8h~7-n~IX+G!f8osiUnb_;dY7`;E9hhyq;7d1M@pMfCW%X7S;BvE--
z@cZWRx6!6IM=x*T*9W9@eNExAProZGW&R+ocKzNg#wjKylTF(_c2usaqe@vPea0V>
zDz<iNC!MCwP{_E<a!KN_@p!x4N2Oi*?C{uL|C260Ed(NEc^NSL5Hy0xI|!!0q+ijM
zuEUVM9m6*k`-Z0V=YE9``T>1o2y2fk5H)3%mL?S0gKewv$kepF@sD-oTgs0YWAD(>
zg>s;wm;)%CfM?#@Bb7sxV+o*3Z7P)z8R7I7`!SO={2tUj#ix+%K$qiPkFnGPd}Y&^
zz9vn6{qu5wXiTU<D2mPkaMtq|KNS99{F}o=Y5Bjhz^t793P^rU7a79@=W0z|ciF=J
ziH+_;gq*_Q!Di30QL@F~6*C!GR-B(lY8V++0sr&&Iy3Gh9c5p)A(G;=aqFn6coIa8
zySKhU1AI2Jtg<{*SMYbQ1)MT!>;SMoewvpm-n!v?j45Ym_t|?L-u!O4L-P+37O9r6
zqZ)_CUb~V+dqH(QA0gU+vB<qs+I_wF(f9b}d@l1&0}-CW#lk|HvvgrJXlxMDs2VE<
zvlw|_tbII9kFEh<iZEp=mm-Jd*kYTc-Dh6Dy8Xnku+Cmop~2e=%KYMibVfS5!dfN!
zV0)J74H!eTAyCoIc>4wB7~X3G(f2u@j6S)Bsu?G?LE1Db=6hh#qh3l_>1>s)Sqg1W
z^ar37SohiWR_$vg_U_d?Vz^?U+IkndcYwP0AZE({yAxO0zR0z)!`Pp**}rHMX$aFE
z2a>QiCB|vRi4sSTQv4>aCi-k$Se^>%QG#Vrg2a$n0eEDM25;ow1ybK_Gmx_U^?(@Y
zq&Q;AVX!>b>94f1{PB<ZFZyeX1oD!Zz^EQzXAHN|3GBG9+-ZY+P4)r+c04~_vy+MD
zB4G$^`@cY&{A^FW>&pkKzWJ%**{fYW@jj_T<;Ri)u@3^#VknXW$wRZPJ&A)Z{CY}&
zFU{`G>mDQl|8u>@q{;l_OJmhEnWGy-()FclFBgD7Pt+%gaiGw2ck$MSeaDf#vs*xF
z*sosu(X_CkzV>4mmqhxN#ia_APoqzR2d07dY2%!D0hhVGOGWNcBXU}D3|F2ccoa@z
zAoVn0^UXc;lY}>$M`C8By?c9&CU~OT+D~e${;!L55{L>Gu>_LIE4;~-hh~?y%P&|I
zgT9XvM_%{Z`MnH$i*={=6Ps2(dgXQ^|9C);06UK@5Gs8Q>SWT<Q`Mz96yZHwyq)(M
zTcaBEXqMvp<zxD9sXyOh)LeGJn8>9a(3b;M2DLS_y`NjNZ}IWMTf$QTCu%PL7tb*i
zJysS14o%#*s!S2pHg7bRLWg_pchka}081n-#hqKKCP}z=_MlSn#VCt7v0+fT5r++_
z7q3QL6^U5mu(6JCnoP<fpKkR!iSh;4N9F>kzKiqwCT1e|YUCXavHA%=n&Y;@w5`RN
z>)VS94q#xaeZ=y2Bto~4SVlHTfS2fm;is#Xi2`8yvNqtbq@#z&#|u~Pz=6I8)?xc|
z)(q~s0^&wB&8Na&^yM_&D}i_M5(Eps>6onKPJ>ZCbX~A)`MdcAi?IPDeA5@*bTi6}
z9mbmIaYtdl)1;Aa=!QxIHqSP`a5^UYA*WVN3cVtZJ5rve@z#cqhNMhBxmH#gZE2QW
z7h=?Vx9{hRQeV+)Gl$`_2stwI(mNz)f}gYodM0|yg%tnUayeLQ2a*JswAO$*5i_8&
zJe1`?H>G15HrE|0ew5w^2}xLkh<ScD^{U}lDqL{SqfVeac;~_ABD);l|3b`OAoYz)
zOb*%+QMWiv-3mw8lkfIAMx0&!?sDuFNK6&gAVSlXp?xc+_95qpQwxVbkefi7u-?Qn
zHDN=a3aFk2%@h#v!{nnA4G=1)?Njp*e(6%s59;D@A$3viSrHtSVJ&O+jIr`{k!%_|
zFlp;xEh4^|u$Lj7IC&NHL($Ot8e(V?FAEWT5aH<Df$#V=%8)yQaxu5BqNT`l0o#$4
zV{a%{V7u#~Qtud0Tn8$5yLG7mXG*uQt)<z*g5whty^tGjfJy=5SKnTmV_Nc4y<rc3
zEMF-0hGdeb8(o)F>1fupD8N2^XMkfE`9d7g_qJU1(>i{s<Q$B7ccm^dK{7{RoY!V$
zfrh?xyyMPrO%#WZEO_ZlDu3zi%L=2L+Ud7GIJgVjICc5<S*ePMKD-h3!DQVvDa4uH
zABY~gl3dE{Yj@0i4(6>P5IYM*bpC+OD*_sszfdg3c4F`o5}#j*aU;peJWIWFebACY
zeYwhH-n*osCDw1R(9U_He4l$}qU6YjlD%Zed%D{t5$}+q<|lDW-Q49spIACS>`_Pe
zD&35)ZUwh@;O2~c?9aj*$(v_8X*pga3t6xh`JZoMajr4BO&Qv(sarm~r8JW-T~_cO
z<hi27OtwKne(M((ziSa(0ve6EbJsie8Xa9=rBwgZmEY!m=$)g0wuhc_95<4EX##wO
zRAr_7CQ{ryOmoGVYdp8aZ~<aZMq9#YmO?pA1zh(ePglVMVPGH{cUj)ap`q@nvCmOb
zujCdCsKB!{;2Zq05{~&$G_ss|6#?WkIi>6rVL0!J6mF5Laz$-kjGFkM%$3h9g7&!p
zvj*45hJ8?oR#bdW*gMZW1Cc$kMt8BU7tfk_(TctYCEk3H_Zs%_ND!QO5cPMg^>0<$
z&~<avty9Oo3!jl9j#2e`YUc7JWbz<5d{8%S@GDc}T}BqG?1vk+(_b)JZr?9}2+WyT
zRrTO1A0j=hk1_A3_pUJGIq9>pA0%_i%7zcOEI@Qf2h96OdC(XnxB%?Z{XXAf(})R-
z>qQP{xu7$!$WRepYFOk&5mjpG3M42olugVDdaoIHt$#}cqEP=}$T1?&#R#BM{2RwJ
zegrX%75JT;F|*hz@!Mdgk}D$R>S&!pS*ji~rX((5X<=^+8bezsU);tr=A&My#LUTD
z#R0+k<y1!{>wOo8cb!*?7zd)(Nu&>f>~<I+8`s^KKx=#Zfnc9=kYJecYnmgh-vRWy
zL8R|*znfVieA0(h8SUYuci@OovfY<iohAcZvHJ#bR6rtTQI;Gd-}(t<uJUGG@XEc%
zRPFE2$jdVFxVLJG-bpQk1s5i(CU}|jdZ>WfVPc|zz@|SV6wg09J>mq1a!3H=(g0b?
z!9fzXV(N!cP9~Tu=n5_^>~`&Ga7jLvJdrsfgs(%f;xiN?M(nNBRCASqls{%+^<E_g
z2;dD2r4|K*`+<t!sOKDvwTjmGSW%8)S8Rx1BXOuSsWGMV42WLr{o;O*{@Y><$Rg=?
zS%fhwYC4t92SQt~istCuYtyXjGXDFVADTeqjsj92oCg+wmLKs)o&>R14YVIOXvTdT
z>688JUiDB^p&X`hzUl6_L?<HVD%Ol>Ebm0)|Fos7l_$~pTSB>i13F^lSKgCPAl(IY
zT`Q2cpT7ZOyR{v_m-2S1^Y?@U?|XCh_V{2EkBf<59rGdVQUfbuZHYiCe<t?(G<El3
z?C9aOiNl^PAU~95J`S}GAhX!Lm6U{>eo7pDvYDuz{v7dnFmb26$;LHVv!>hl=bip(
z6MS{e<7G##$o(}Ey0Bkx`(h$yx_kErk$pv`$hF~CMWroEkgP!~5a|e30F+bEXPEWX
zbckVp3PBz@J#9O`=nf8;01W&2uXa%-rW@w^DE-V0AV<t&W?@lr$9hFC0K9JGv*iuB
zDb@;vKlNDu_??J$Q#h&r<$dn5K!knf<#VtO8?awpm)|r%!tnq%g|KZ(>yL%)pkC&0
z8Tz6oyo_PxD<_(StF?xwTfI<;cV*_S2UJaa&IxMveo3Cu3lcTTB@MD26w<R$6{R&+
z*H&k5Z69pE-~h1fQz$;5_k(p5RaR=RH}1XXt+A}Yad7te+J36k18Wi^NZirntuysf
z5wz&>T&it&YCW{dJ7&@(8U(B<{!cNJv+vPgPD;Xjy4~O9t<#;)@fxf=RTMU6%CGLd
z3ZH1_tR%Y2#_eL$u{y0p+x7lKjyj8*0HCB^0YI8ny@M~%){3-&hVA-dOc3ufiUisL
zX=hKH4nXXDL9GnapIgbkhhMV_Xj`$-Q?lFbYj%549=H55jT2}LzFt`?wgv*lAq%WT
z?w;C9nd+~Yh8{00JYqKK#%OfnkxM#1UV;g~W=D<vQQ-nDcFIWd8UZXW`7ULs1DL5(
zmPAPBJul+ZyKMo+YAg&$teKesof}#J1WaqKo?y1_e*Y^d3~`t_yoCIQl!H!WOn>Nw
z*XoF@K=MHtOc?I<!cwGf64C;i0OjE04xXwrvHf2;Kb^`0HJ;Qnl3VlDwrUE&I=Dfj
zF6#`rA++6b?JVKranbbte`3wyFj)C$af!|YbT4Sru>(Dni0&G88~a%(6GZ`w)<hyf
zrbRc>5O2Dq8Q?%$1(JtJLqd`g_~Yeby$@X+W&cru@$)2m%3q|O_;Hnwq|Bp(h`G`X
zR5k(tDTtL>UrNd52A%-c1Sk~FVnF!pEcG(^o(ajw-yC%_ZuAB!S@HetT=>sF|K*rU
zABUMYx4r7AWOA`S+QbmUn4@p0i<C3TDTYw^8|<>krJ!yg>4=lh!riE08rnMMwQFfU
zWotf;Au~rNfglI_0jYke(Lf6sNKym&{36hdo!hhW52LplrV@Q5@C42-BI#N0jqH-0
z->-84nPbP3IMHP_N|o5eZ#6}ggtQkS5hASFjS6zM5W&uDTpL;;sZ@)g*x9Yiz|bA1
zmI4(3>LJ6KkZpUL-5nrU079+uRXRq^%4Z8g^8z;fJqWGxzRF%uS2g2n)KAO290z~N
zCgh#K<F^*xndY52=YubA><d^RHE6ezAh@h7lYV)#Qh2eaVe3T-a^OsMwr9n<(NqHP
z?W<6PHBbqHne=+b@s7TuM`@qtgVKYX|ECO;Cff(68`tXmLhNhyFXd#)XNUy0Xu6F@
z(V>Tmb4**NGi1A171-FmU1TSk?aIiNQU?dv05)NWWsuS`b7`wfH1OJ;LsWR^$6WnS
zJr?60s@V2;J&j0_U81<GCijt@Ps?Lm!4s>WmyF|40cVBmf7o-0{elYq)t}9jGJ6|6
zKK4rCnODno{eWv3kNJPcQw>08ok{`yS@|7~<>1J#Ghj{rUh>kSq6xL@D5pe;Jr$p7
z+ib9U{UED~oJEYcTmcLXXGKND@=%|y)%Tm=VB+5_9Tu4mIAG*S;d>+jQ-Ys+;s<fS
ztfysJFFHSvjlkqd9qM;pKfWo@e;N&;#xC%(vum1_x8pxdlvqz##7x8D<AAmURt};Y
z0MF5o&D*VMYtPVa#;^OzwXM{wn2uV=+#rUv1O<jkj#7*<g4);Nr&Mv-efK_%onM@*
zYl~P3?jQG$p;Z)KbHz5QreB2l4};)TTYprnHqwb(UGpXwUK!jP?F$&)2p7YkOXh@#
zqh)}G%9A`dFaNoD9bx9HRdE`H+4SDcT*9b#^JtsS%$cb^r*F!-rlX>&dzg1(;riGc
zo!6t4cCu_@rS={}X&dI~utxapcKwb^I`ZY5>fS28x(5ctD(~Otom+f&%3j3MGUfkQ
zw<E-OL7EJZEm@y|nya&`2S^9xy#mOdshS>lT4=|j-%6M_(XOO`4z>Xb;bU#BDiRqE
zC<q5Q8G~MzT{D?Qz*?PQdrxIV6FA}e`Bd9?D8aOH11}*wCVA}qpQ!%nU8;Sg22)tV
z8AHOKuD}yuNeQMQh1TDco94@<Nkr<T=Tw0dk05!DPR6<P|Mw6ge@<{5HxHovSR)Z*
zT_fjDZ!hNjBK>l)_x4$h@q-;fuBFilu#!SicOuju5&IAS{xy`g{ALau8VX>}(7%<L
zP6`Wlj~TdZL)|xP{CV>_$^A$4Z1-S}?83rIm!>_->>H1a{~f}USEru#r`9nl)yITw
z0a0x9DA*eh;kN{64jY7r4Hv*H%(uohjz$Gt0!ansteJa-v}iI)l?0Ymg<3<=<Y7k6
z6wSH1az#IpQ?zbQB{y4@c1c00%D!;Tf-O4S=}(NoX~@XA%Y_ZESqF?d!Qt0n%3WPu
zqet$kg-tWZp^_(|!0(PjO6EYj{OPZh_R=vE5yX{DJ2;1KCaiiEINyc}(o`kaYMcXQ
zp<pQ~UOwF>UrbDFtUa9UY1xMkxQ6c*8ddq3=F&Vc;OWmaqvNX-xAn<wR$#QA%_xTO
zY)3L@dDYQ-`T}mqa`0C{O6gl&eO;pfISOoiC8<3QWf8QDy9ofi{D07FR6Wxys&xZ;
zA7XiH)%p7nyK=lH)^kDN=E{WhI+@u;;C$-$nQ+4wypvD?m-Un^ey)Lpq4#(Kd%aZ{
zCS6ej!k<;@PB}7pmi`vcIB=Z&_@|)`AGvRc6&mIhL3Y4~R#P-%<jGaHe;o_-_Ldfv
zsFj(8bx7UMO6TCq4xKDa@oav1G@qDR+4W@&>f9BeUCH`PK`&H54~j49ni}`I*W;%$
zfP$(FMcofrJLy>~E31**w35NU<;d%Jc}^4yP|D>5I={(t;FXL1DquVi&Y~crTlvg<
zDo(2OPOQ4UO#Sa`7?Egd>5L6<*n}9YOM!!zQJ1b(Jc^iE7CMD6{#M0cxQH7xy1^Bl
zeGgljJ;SRxWk?J(@sN}x>a?`ybZ43oD9+CZmH2}#?**yfOy;Z9$Q-3Vy_~NAfONI^
zsK*RlwM1U2wJ=50YjC#+gZ#{&&hnC^Vp(CVs*civ(anZ9@*<e}fd+K!(x6S+03bd=
zpo}~NRid9IaiKq@8x(_sCW8nd>4s$BPIvS?c?QLDYD6go`w8O>6tLN$ud+<|w|ErT
z+PvyQ#4uJdZ_XYgt<37T9wvN+>d(W9!P(e6+ci$Rv{kbzM>pm2K6LRFaBgzTzCH5g
zL(Zg$MRhG=Sl*|*x_i?AlH~G^Cf{Jse^SB=t-<qC1939tfmT3E<DPAj;owWzQUK$Q
zQ2SHQpwQ~yM?&ZF8YJt?rCPdU;JC0l*jg%b0ZOWJuMy-9qi3E%Cvuz+ea8$yD&cPc
z{`svYVhf#V@L3~y=O|`QBWY+Lee^jZE6jR#r*J*@@}d!7kyqW+%HyUA{g8=QDS#m`
z<z_x8$`(YkRhi)b7yyaBnJ6qI-(v4&Pl8hhbXE=HE*BC?zNIX8CNfJLRHKS=WMFsa
zw#%7@zU_&w^OB^`DY8p0xSs=59enwx+>9>TJ_R|=52`P-v~2lBvp$Pe9(}Y*W<iX3
zPGYOp@W<UehzjMw(GzLnFMj`*j+)N;pew<Rc0ebfJ(0Xoyzn9QsG5eyh-UuLz}0oJ
z!dCA_lg>3USvJ$my*^m>`<o7Ea8_RPf8*yB{*6WgqJELQy*i*SZzU3v=3kcO_MJ#q
zD)D)|hXE(<AF5s^&d9FV=8uidUPzP5O`wE*Nv1g{g5ntd|GX0v*8uAiI@RbGVE)wo
zU2lzRRDM1<&q@^e20~ihED<>9B?0HZMRavRM*;s<plOp))Zw%%-~#}^+i{kI9#PA6
z=xn;&OochwjP)7PEUsJ@**V#JYcr(GNa&!9U*jeRKqU{g$A*)@4(Wh)NPLhlMEgBV
z6h2`|fj@&Php#+%qFQZuVbU*y$Eft{7anf6*o53Mav?g;YozpIBas|7O;@3G$q<SA
z2*+oTOqOLs+6sk#I(ybgP+0Xj*yo~{$OP5S(~*I5c)gL$4T3v|18~A@V15C33C20;
zXh=`*e?xl&38X<lwg+x~xV<p-kHYn5QkC<aj9}kE+aw-MNcRPbnKNAi9xSpx8Fg5}
z^kms#On^|X+MamOhAG6Y|53-62b7i78CaJynOS3>^}ug-UiWXIT8e*?%TI91Zglc%
zk3XPC7t{Y!#s{-|U&80QD9J6YaFQcWR^G?PCfLKN{Ljh(jfXnD&~Uy@9HdJDb&CuV
za;bl~fnhw%tkGMQt;~e28tT(RMe!6rOnTFqD{G&-o`k!3znZ7GhO>P?$%3b6pI*i~
z4`i}>h%HQcL>;7GKa3qb3<r14_caWxADR5`6N2TyJF$#*D0&jbk)_bF3LK8%?s?{y
zhm2?C)gkv`02CsiFCkg~@5pX@%aAlv55&ws53bj(nl!Ap$*f=xF*Q6!EnxkE-+)|c
zxC5wQJcm-%TwEfrU0(VhEdZphp*lUqu01lGM}AroXN}1{-bhdt@dal=9s8pmBJKb|
z;r2~MP+;(aYjC*Kbs4ZiVp=^Ct}p5+0Dsam^yHLYlyZHS-2%v8lajt6%-8P^v*F8~
zA!|E30Oq7$&4TDC3$#96NpS#mK`Z=wR>>HD(s>LO^uM^<emXL$7`-^}6A*fOs4A}q
zq=<GXa-;#P3n95_P99UpWT`^t;K<T{B@3Lo%Bqr<OGfOY=qs`0LJQlej&3Poi;Ot%
z^0ZPpN*!=imACF#6ytovzv&?kdA+-k*V8uap*)?u7p<XWJ8KwOeSPq@1?ID=vLL%d
z%a)n+{aGXNHct1p2iPg^zwtHOfY2AmspWAC$%?K&e>vZOJN&EU6Od~A$2PoM&{B2b
zdQVbIYugCUEF6HJFsG)tuH4Kouo)f!x{@X%0+g1sUWZb^{QNv!plLZ}5B-(4XnYGd
z=5~Rag!ECZBX}O{GEXy^d6Xp8NY8bRt3b~EF&L?TXPf{cqP#hDv@__Yaek7$kL;MT
z1SBoEa9RN~A08g&mTCg;CIR#5_z@)EOne4;4SUM~>)rb99%Bh%+Tv9gj$|U(Y>2~H
zWq#}sh<O{YGU)u}Gt@|7QSNP=1Q3ucdaAdyfv|-2^54D|zZaI8ItAL*zt_CEE5IjK
zl2BKo9Y(d}kwqZ;s64E*s3dG+wnB7jcp!WPG>d;w^gBNLYYG8j_PeEO?uO(7ahRze
zR|}_U)~@^inqLqZ)Fa>a9h!hKYut`Qsd?4P?TJ^n05Q&mS5R`NZD?3h|MahEn>1%c
zASZ@pRN5Wq3r6N^=hN1$ahoI2XzgWCg6sGMTDSZEim91^&I$HvW0&B!yC&9{=X{Cy
z&-)6Mq$-7vW-Mh_^k4aNbULT|XE19DU326nJ9CRU-S&a3S_}ml_1OnnEzL39nmNqg
z>s106m85B@>Yq7QZ3@oOd#s*~X;0SedcAuI$5cr<0#E$bf8Poa;Qa5N#Ta<mHND~-
zP4=(Q|2(Zfo}fQd7CVJ$+$zf^Sik%jnKTSbSVfMGdBM$_c@#r9v@UuUU6YL8CjU@4
z{@TcpK7=<Ym>NYSoN?Lg`}dzT+0YxBh?vFNgMa-}j^U$aucgjKJ*^E;z@NPKSuB43
z`~9UK1-^Dszekh@%=S|n9OH+-#P4_(7jNW{11JSv$HwFR^KM=M|I}9fYQ@45gPS9Z
zZq}Qj@#b(2f$Axuo*|S~<Mpjw#H|eJ`{sH!7a6yRpZkfwp<G=Kg?jQ1>Pc+U`-o5S
zzU0vB-8E{N{KVf`OpaVJd@Dn%aq*Ais++Bp6VbZ(4)X$A)$7~h%C6v3y#KB&N3K{h
zO-T>Zk_H0f^GrdHj1h?prCYZGHNtrP|Gtopf$+2ao5zCHJjrzQ{WAXN^S3J!tEnqH
z<62TnLzb|Il5e5!k^Q~o?^PlK6W)tGpK$k^>r1hC6eshDtaVrAZ);@8`FtX{A$3Nk
zV1`l+3ttn=*nTpoPiXCNL=N(^yX~#n3>Miq@aD&V7ZKMT<#0X=*T+q|aS!OP1rXNj
zlw1`aW!+r?ugQY0EHwr0y^l6=1lc&J_9y35X9G&fKc7qs+R_bNH5C)Es0QB+{CCyo
zgq;62{iN>sAbZnXnqSH3GQNc-FIyv|_;jdGCmQDjZu))-UApIZXiWz9ts=YX`{%0h
zo=w<3pJX`MhSz`@^fD`OMGYndq+nCp`A$UtAG*E*D$1_y+5!a$=?3ZUZs|_xhM}ap
zLqxhnQc_ApN*adF0qGoI2<bt(8~%HI-sk(@|6A*ywPragj`w};b6wZI_TJ~5$2IyM
zoYI9J29D1*gJ$pw=<j1EZIWaVH{SK0L?d!loC<LX$$K50N{y9HzTc-;@3|=X+aDpm
zdvr)I1Oxq`b0)EMyirlm{Os?>c8Re=9mjb7Rlb8L>l=8H72%N|Qc!I#PmKk9DT%Tp
z0%JDXNk4Kf(}0<%G&x$?P)&mth@@mIyNj6L<quL)g_(84F-V8W9d4^3#>jG+1s1x$
zNQ`P2d~@{DRw#&aq?qt9cRX->X9cWYgU*4tA&o=z#|ia6LO^nrdBLliG#Hn_Htf4y
zy-E$zy0X#|bRwE@y3HbyRyg2J2fhNB{~!n8X6o<%g=0*N#i$kak#Hz$0jm<zFfMc8
z3*s7(UJw{R!n!h*m1U#q>XuHEKs+uC!Z@Tx7fL+s(&WRN`S4vMG^P2E*~M%tN#tr@
zuSC6XT9FaE*HIlOXcl?E7fK$R_-$iZT5npMq$XXiC#f`gY~%k*iIIxIpB`_~=f!3I
zhG)!#g%lF$!V4DnqyUThQt;h-K6xr`5So#qxVoXLqF(J23qOvOH~*Cu*Inzn#|hs{
z(L40zhkI%uW_bvq3pJ`l-|dqgY5RY#(cyNFFvq9m+cNZS4X)o(<v}gP-$o!TdnTdv
z(fh$NRz0HA7PYlJUMtwTV}S=>UA<e_-ACwEBC58kZ^w|hmusP&5$8DVtHcjlCCRVB
zA7Qc9uhHIjI1XBYkj=XGZlp{~v?xuko4l38(<IgKO2vOfMMX(B*Vm0#I66M+*kFD)
zTfOltJV7reHrA-8Pj>bGhWV?>;_-KrR^VVsN#WSfnVAW@4%A#+?upJU!1`c}*uE!)
zHtSUUkjPz9;E&zRYl#PkhL9c+q6u<*8G7{o^pq4Acj4ZsTxU_x>8?qO3D1o0;o+g6
zfOpKc>lFz})S(OSsUPc<9bPovBryDFz0vP9T6|8k6D)db$7E%2zcl2lu87l{@;&8z
zwEE<-jth!L`s+C{Uf^wL$R6~QB9h3Jx+mhjd$olfK6;DP>!IOOHyHX|GpEu}`ZQRZ
ziPmf(vY6xdFbzxAG?{^;OHeKi74+}mfBE7YaD>=0QuF8ZGDXKJBiU`eiB1I;bvrC}
z7&2nM5;OW$W23ryDD!w?r+NrS-s?atLVN2RbX+<b%~te@^JeDvS~m$ty*^os@s`5)
z#w#qOkKt#`9WLgdf1asjgQHfcp@<YQUIGd<_w3(ZXu@UDyCe`JoYe7Pq_mpqFXpgY
zf15w3p1hsw&{e=%S`c*CES;8byYZ_p&%Z$yzEqC&9+p?ueqq|P6u4DI^^X1XLxZuN
zk2IlTO03M)aj!Z!8KX#XN4-UlCz=4-WqbNS(W2J{(x3C~9~_p`smJndx{~K!??_Ke
zIE^)0UnfjVO2Q0X3C^oMCAHilOazkm=_w3q_`J95!L$fWCK3~i8o|f3s_IjwS7j?L
z{T&MjC(73G8BgL0gDxM&3YK}~q#UIrj@K6EXbfIV+goQNBU~+}<!3e3HF5pJ!|ga-
z+=W|RT4r74wGQhfFF$2u#0{oZygt*x*L+)p_}zjL^?TR_za&ohXIcx5JV{rU%2_Nt
z=Dq^ABA=cf>FYuhwOzpgtX#HxoD*5E4|G&Nai&E5Si8#Dj3p~T76k?yoX#F{SpvDS
zqp5putmCoRz3o2S*r)!@2GV;ORvf2iI)pp|DDF01FE0-+q}Pd%7a}Fqz2dR30#^P$
z?ZV__mhaO{J-t_31oJl|#xm_qJL6z4tJ|v}3TgYxh*vpWUxw0owsnVcm!&)yWlqbN
z(75AoKOoW9o4aJss56$dl44=uS@2~ZO+$r$u89|Oo=mDTyft74)67ZB*?-E(VFsg7
z!Ot}MfAK}LQU3-$*^ajm8}L->z<q++P@v9*YsW=AM$I|#+%})9*w3CgE&l53d`d80
zeDGQLF=t1R?T|yUhW<x7v_6rW$AW{rscbegiz6%{Rq5%#sWjgopuH@luC5wD5MkjI
zNCX@a+ER6Eu&|*54`{4cR<d;ZH5V7DUm)&O=NK=}dmWO;<$PUh9m(T*?|1mQT#h7}
zMzWPU6U52;=4u%GhlaxD(0U+p1zzRV-+i6mO_dm99372U(5H+KoD8IMIlshL*~P{+
zkKi|P4jHv}>V#|L5h+##c|Q>&I_9Y;viu#BB7Af-;Rs)D!y<Py!V~-T9$VwlyQ!~F
zu>Hj&bt8fz*v0oh{^Y2Ge~#=Q{Tq9}eNXl^5c~2Ls+Z2}%5BA?2eie{p$*-G*sUMh
zp66cpp_cEL!%uia7eCWBkF^CFw};^@YUt}eVI7?6q0o)DI7tE7YM+~o(*h-tY-^<G
zcdLf@?-F`@^YITR`GbkZ9v;uCt51N``VpAF6O-=JX;?g6-P4F^41^aRQL_gv`bnFg
z#2amzh{#9|06#?>Z>)|LDil$zF*5241gvw#leLB)w80W~pp$u%a(U*VsJ63*P7B_q
zzPWc*cSSqMXqo5SZN$*=eV}}OA9$L=aTDX%=*x{mtN3vrzoTdkbkzA3@+mPT;%evo
zcZ|01_|=h+&wZ893!ATD425;J26#XYA{06H4-l#f9TobDoyf)cTNd{NaJhNo&+bjR
z5%m$NVEN&aV43C5+9dBpwcF7|ey(}{NH0aVe}1i)N3bhfT5YXEnW6U!W?i~yw%)uR
z;^8AmN`an>h451+X=zjtUuKodk?QR|#8o-xl4YOCRM|s83=!B4Uc*#KW3u+2zV!a2
zO>9_QD?rpX9_RCiiXeS`-`VDaC-n}ZQKL4FAwtS=5t%xjI0?(4%?I&mR*RV>Uwj;I
z4Fbge=+oeyI70<Y{nzSJFLzId2`?ms$BSMNkd$|lEM}}0ZDpEmI7f_GU2=&`meKju
zmQdi5-9+|tJLWbL5D_)`INz$J3uG)aM@gc9_N6HqM$;3%zrKp00}^w-+3~^A&Uc+U
zny&7^3$?ntt;&_e1pI>g#iFYHayGPv0n4tBafD*GC^F7gQ{N;-lcOg<cUO0fiAii=
zU?<z_+(F%mvE~D8T-@|3OY_RF=neYc=d40-UmK8w?6QQjMg>p`8H8FVX!Qy^i${mO
z^fN!-GS+C)eA0I5CJgq<Oc;0@)H_!*Kt7tA4eDWDYlA=z>ZPtUJ8R+^WV*xgTvjBR
zDonT9=U8~K%;DqT#B@}G9)r{6Jt&$;-P>Scy9)v1MOcZijfJM<&VJBxm|r{RD^XI3
zTL3WWnUxI*7EU>q@!!)v=Je_<Fu|Tp%Qh$UdqU9_H9BiGIpv&Xi&8J%x)3sdx;+`y
z2JlF}E6B?E<cCH?fo|Qme(nv>zyKKn^iVw-Og-rR<lPRrtlB%Yc!-d+h{?Wvk_5+&
z{0fzGZ8oA3kBUZx6eP@a^q}ljS@;Hv%>O{P4y-~K^<(SF?-fo=q82SowqfarDQN3H
ze9Wp*^g(3tce3rFVZ!PfQKocSo`78)YBqUksCJV7*8oOQzc|G%n?di_Nz0>Al9~_X
zDzEVH;@LMJ7{Rzy$2fm;E>M549F~<4QO-b@MD#$~8V&aRH6Z34G7vjn3e30MhpuqS
z#qmETR?n-R3|}6JgQmXo<qv);bUw3IFVzC3Fv$={4A5&ZSQ@t{#s@_yC1zxV6~*`!
zXcj#KB0ntIwj6nTyD5M0HL5}!iEhu-z^M7k2NMPp5#l?XG>eIK)5NT-?NjiRB$Uc{
z)0hzBjNkVL8+TgeglE8d97RPsHd6&0<7lc9t&YiIJB#UL0vG2ZO}O~Ju(Ey&Ubu3Q
zDLpE$bNd9gZe<bmyWybmqF0F&9EcE&^}PZzZ8Tdb0%4aq%=tZG&CpH?T#C&S@yKo^
zhE&q6U6_liH(9zk`)@ki&yc>E{HCoAu2uD5{H!&T@@9~W*Ol%Lna@;^4w$L=pK7i5
zBwDVo6=MmPh$~wbl*eI)H<I5MO*QEp5s7T}C_=svNK>`J-`LvjzOftBmBr^BRCHcq
z^1q&xkbgH@i|(^uWneqrSe?s^x3<@rU~zpa4m>p<H4!~@W;!oOsOLeS5>6YWFwF4N
z$X5~#`75)_q}jF;o}lZq?{Lk?e#qa%93E?A%d-LuC=h;B%nGIVvS}m7PHKL`pQ7p~
z)7F;UXn*c*U_{2P@}0Q>ThKsOdz%j@loBG@dRe1*GoC)e&zfax#HPw0`<#^(6~fLA
z0is9mUd43kyNRNQg5-B8GZG!mHsG;+`GVGn#VC_Rm%<TjqE_pmPsWaMiC?O7hhB5_
zKvoPHy(jbhktW-W&x@q9ZF(`o5*Irpk|mzY1WtZG)*?Y0aHFBi(^^S|9MFjTmcUsG
zIdn*xQld!Hyiab_e0u)rY}HN~+%2*{;vb;h@<dvO>u>K?hzn$${sGQ>%P76MO_4xR
zyz*kU?w6R;03E^Faq)TM;tU!L9KIR>G(>b@+=ki`b<CptQ@!9Iai{gdzq66%_Vfe`
z&F3A_l3xKWa{C;rxq04=y*?-?<ezw>6wd5?PF3{oTwa?+f8jY$PT(+SMorD?!;Rzi
zS2*Po%NXb~X<Ob0XhFE#VskX$*!L5_EwSXzqQ}{#Kw{Q(*Vc+)i30$9kzfZJ(K!n5
zuCgYW>-wxVfHD&kKJGhfMoQ`dn5Jq0I9C(cHJY={)ce(5ZV5dsz<<<4rg@v0V{^{h
zrzEAtcm-Y$z;Fkc7pj`Lv7rZ})8zN=@lu1g>tBwm*4Huq!qz&VgtXjmGVO}HpfI=X
zMHpP9Vi|vSVfwbO@EB;B<wt+xdr2$el2`O~gkXYZf6^ZgotT;*<h=B0cIF<pLeXgT
zQ&=ZDaotp|hHE}iEtS>&8DPQB(^$-Mop6JZ%LWT6BQ1be15YELs{5!HlFi|_iku}j
zc#tXG8Tq#p);URwLNscMRV!%)wl`X=`kV8C*Ia%<SE8Gz_A&8s`-xVnOn)ZT_}9*$
zhR=30PXkN&Lk)_$KH$L2!spJAq@~yEmxCS%0&&_qW1=uuT35=SR;(3Q0_P-l+FBCu
zV>62wp@YcVF`|-pHSL7{@Rdd$vfzCFd>+Lnm!5YZ68>&7n7~-J!>`s=yDWW{>_Uev
zYN<eXwRF1q6C_tE@<XZ#L73pAFsL8y*%&bW8i?A@L>CM+s1o6)q(IXJRO;~uqb9pI
z0RcQzR<n{p2Xm!xP8(KybRT3)?dHLaE3m}dL@^uNJlMHjF37*N;3O+fKLIAZZ!22V
z7$izYueQ{2b0AI&#!b-vCqW>}_-w!ip+QP3w0NhNja&=vC3_%<G3w5<X-5v@lv}Gm
zX*NiTo`9e;dcZ#M4VSu~xk{0eH+aVtoJ1v4QBxBXh+kp>I50JM5?TQD3A|M&)ZA@n
zGt31IUkBKLX4cN*n+>3be#W=}es_9)f7<J~|Mth45Lvdp|H6_{s=LD$lz`%ohYG4{
zMUIl@sP?h@XZfge(zZye9n9Z@Rb;QQD*E~_pldVb4rrv8Ki36M<N9#Hj<ei4$4#jx
zdt?pSgKqJAx7V_utO`c$B1M!j>5pqYQ6xZ1SqMF8l8T3#FrHkl)is=jP9I4p{n4wr
zdI4^2AYIHYi`b$l$8j5eeL4*3`st~h2%2$#6pd`ykq<Vuu4zJPKIcnIqKReBK1THZ
zNV(pjCIqx#8miARUm_(((ow`S)v}uy!D#tkq2jJ3KwL&LJQ~WX>uvGfL8;ujx>?Y6
zKl8T9Y`F6`nYgNYTAU7guIlO=FAPcrjr0`;RahRh)XWDQ{-zzb^4Yto@gL@lLC)}Z
zy!utV)5Ai{aFq^R#8#qT`INn+g64#nJMdQ6`g3|9FGP1{lzmT@wk3F-B_CDqB>ZlF
z*0;iUtD=T{G>=)Vrwn*+2*$??k|bR>vBwcMjRdSn{xF2Xqvx8`yyAWRE6yC{a^D`p
zw^lFs{u%Xa_X+4V=B2C$3a*)Iwi=&zkbQ|DvvB3ukwOxG2EFpF%mgVoynvQ0iEDFL
zWCs>6mezfB!nhg2&YI+@s=MyD=gFH82{i!{l<(5K=w`fBS_c0;<YpQ24Ar;>a|mor
zfh%ZzAmY8{#+#5l8ny0q3CD9!3yK*6U|@wB9qQ}5n~43JQ6SkcNWW`jMIe?$Du<gB
z+ze5p=~6)i>$qP7HB()#_bHS`O51uanZ{Ej<W5I4Hzzw)ZU_`T6Z^M$<cc!eRrj|+
z3;hZgb3(iE_+TSXeGok#Djo1+X#UP*LDyFlEXE5Ym^>BmaS=BUdriNFVxU$4{cMnN
zQZ}@oJShrRi^DiPJf)2G<(k?$AqZpsd!!_&dnxb<3JNFT!wRy*bktj*t%Q4MTyDX&
z$BP<OqAELA%<WE{mtQGCyn8#7bdS3F@n!?p^WoJ2iqdI3URKoOc2Jhkyvl~I!Gp5Z
znI37050Ci~1(1qLLNx~*@<UtEr;fI7!;lEhWzTDU?uT8zpK@*uPIk#`mvRZg24@1@
zV$03`8h~BGWXa-9rZcEUlM`s^y<e2~!W<<<n{o`3qPLtH<3a>9e;7B9=J}6?`Ft}b
zQ@(|Np>hT`71R<K&V{{}h1h<|wmKa&7?EE*k2M6&Nuzzf(8$XemOoS`(!#axuS_zJ
zK^qO36}9>OJ_2a{Itfgjk{pdo45NMp<}@#nFQ87^ID8H?p*@D$SMqU@9-Ia|s|l}z
zV8Y@lT^H;~h5fs?cA{U~%qmy>ByFIh4YmcEv}+INj}5YAA#-I5xp$HB87|{UuM!_N
zHaBC~LJ;WYQQ6(fs~mgN(Y2kL<5>97#s%T6C60(mb9HP=Q>vH^gGcB$e8Ek-Auo|v
zl8*S#F^nXSRt>bu2-(57bN{<}?mYQf#9S5geDP`_$xI)}W?`E@vmtZoXLV?GSGi(N
z{n?{M$Wv(VCijgX>LiTXs!n2b%C|`RbFu+7jljutR5EE=kz)4`l~pqmL{h(|gh5nK
zc!Z1#O@$h_V+<FAqntmJXcjLu#pm%Ihwq(?Ue|A=x4MSUGiYrPz2tBivO}X7!`5aJ
zc(|B>g;MnPUj)AaBG+Tvt$ooQ&A(4_*%rt&@r~{k1)c#|b~QQ`4y207k)0u-X)dO%
z$705V#xs?<GmtVtKVzLPduP{H{52ClQi4hn4#y*%M;)J*hFx_TTR-_d`O<dvko$aQ
zg|~Z#)4Pw*jyl+Wx=iTv+ZvAD(6e-|b0S0~C-@6anwqZO|MGS=LUenHJk8#@kl*|U
zz8>XsXf3seHatJH@Y(CXv)dbMf=lLvA#Ou+>0xJEGayBbHkIsa66+x!6Az;5A7#uT
zsaAHY3Cwa;8^79Z_3OWl&Qzlp0LRqt6#}un1Ee*ha_0lT&k3GyhO^lm;wwOhaml|A
z+Sx4@<VX(t?1#sHSfP(^%vzBpSM4Eh*bY%pW&**7EEPYx`8?Vy$kh{;QE(#Nex-W+
z@@3M&ML|6!-wx~?T*bI8s6dl3=g?<}6Wr0krs5LJ`mVDa6Cxg`YpNvKbnNQ0zVbt+
zZ_iW1eMWzHx=FLLPHdE*v!P+xF3g;I#-g(&r+S$2xqoG8JtV6YgL$LwqC(RzfNTBT
zt^YoqSo#UcuhcPfmjt<2mC$ReyEnhfb~5(T_Z;OwXl;q&9(KVLPDNIr<Kkem*~|ol
zG$GOh$S0D?CdFm#Oo%=bl{by8IL|@96#`3&H*7}NZ<1C1gDujYT=i^m*YiD&BP5>t
zyKys%Vrnd&arEvr)E47Wdaz`hW6<sJq)P@Z+`3YjlrahTb#W!GKNny<mD6jnPVjG^
z$826`IW!LAq^ifYI=yw9u%rI;WgCX!<kpVm<Xf|75<!e=<aVHG<$K?cCwl?~s%Nch
zO|aZxpY~XO)oH~#Ac1gy6Hg!l_`m5=<jR=~nJr$Wv0)Q>LFZ(qBB?Oc-YV|{q`6Hk
zro_tD3oVwArUIdSz`J`izwUYIv+ZTM6}fC;ye)$AUH^mA4B1j-z(%hLrewK}`Tpm2
z=`=}ca-h{j1aYMNdx~J8*kahsIegv}BfIbVj-KP8w-{^F{LKg!<09;duc%t!)dpY7
zts8*oE~R0pXX;Ff31?duYqF|fQ)vCiUls(IOs7qiP|Jq;j#X7CKb5JF$0ZlI?dK!(
zgUa`#;yY-qVgSfDse$VMf?8Pc^pD_Q&{fs!JLY7`g)j@rh61$mxD_tdDllCp7POo5
zVxpwe_|6vE_yD$Qve>gH)45zyB4ptC^x|fje<uBw@6IsPaCP!aW?)<V3q}7uN241y
z1nytZZAJ5oGl}xGzj(bIVQQ~vgYtDdGlBKAiT>oLAxRV$zyS*QUeoCWwVQe{O0Pc#
z+R?wSXS4TP?|7VbhWB<V7JhXYE<5yeJsy2iX{BotEa37Rn@J~DuF9gbi8bo~$>RND
z?KK@4MgAEZ-EPVwyz-=8dIe^Qxz1g++wE&7bB3G;r38nTJN`0h>&X+sqT2}O@7(b@
zKNVws9aeQ9>%7<jp%%3p>-JWtK+rke(*DjB1-5n>VS-p-hFMon9Qi1vO$2YSynLj@
znH}vBbfhL<DUpUyC|7K$koYs5XM`9XwsAOnH>P1i6q~{erDEQ}hz&xGuU`bfWPFa|
zQR4MEuZ&T#ni!2d9!swWBZu8tQ31I`<NLtyaD+j*q_lLpArvotNInbL_H14(a(+YU
z`nwRMthsy+Cad);z2M5B@~x(B!>IUj^wAnDimki&TE{t@NG_-ofY%(2s`lSso7%kb
zhXpI5SLu7FxjI_^>jf}$=S!I4bpUp-G=)?+P0YfGfjzP^JR5j*w-n7`fFD}b%ab}-
zAZS%cHtq^*5zN=~seuB=AjZ?IZz(lQvyXJx#y^`qRB+q?ePVL)W-+;SZ=g)LMbA6H
z)w2S(p3JgrOH0#+=vdXkfu_2K)Emd+%*gFL%j0yRn%~J;47Nj<T3}XVbwT8?6i8en
zE4p)L<OrMUb8f$jdHS4vrOj{SamW75*O|p>;BK3QbWve|FU|crzZAApS=Yf_NxRZX
zmtvU<ldOQ6lvEBX2JdN?YQt}Rj74Di_?u-*VFa=j9Y5PxT};oo@|8}aTgxTNrR+6<
z@5+FT2h2b@S>*2XHA@Z$dN2qtt+7wR3_Nz~5`a`lllaSlFH?p<Li#@Ca^7tyX9*>d
z*xD#6fbpo;nZwx$bKL3`R^k)KIWKHTym9x}$C%BYi-l*xF6$F2EJRaFaw&=BYmmyd
z(#rdu+IM8qX{+vg!FSJsjRd35)X-!Ht9b#TFR0dSWBJkhk!+F|6(8jVmFc*}a$E79
zW0-UmCd?OD4(N^3BE_xIS5Px<JGY1*D~uPZM`m6h9oWLY;oCu(n8C?kQw0tUhi?8L
zjaz;CKq}~qj<e~|^#LV2&-EmsjkL*=ndB)lp!zMJOX=y^I+y@EPE`6dzQg13FZ==5
zl+<)Hz^7xIeF6%4EPHAn#f5UKpU5y~X+tu;mEz3#ZfNqmCZmLhp!8>2x}Z?s6Umdi
zt+7kSgve;Kzxt?rmP%$qfmO^OC*zunUA%xBC|1Byj5G4h<j@!3IIta7>9iGsJA0nz
zkA}pnR9t9*gR8OylVbNp3GzJ{$u<Meo^(5M#mv|>$}loY0)#JD<0Mj|sWI5813ntm
zO90AAVg+^?0yL%ZIwh%qyE6<Rk%Dziox=5NuAKQbuvhar_saQvn%?5H+-#4ggMCP<
z-A@oQu+x|wHHW_eJsMFfhHhmsqUonWNSn{9T&WR7S`U)2+#$-Vs30Z|NXeBf^Y4k+
zMM8kn%P4eYXV{G7WdN2R5H(`hdfDf7zDH<k_?3ybQ}DZ8#)wj(idxqYnGP?8RILT~
z#U=>n{}qvOlTWW1ieZx2S1~%J5;}bC_))hT)^>CzB<=XQt;^)svkY@v0GtbScsSAO
zf2QjROf;te{-B3D)A6E@wSeeoanv|s>!PNA>JyBlbLT}E@G_pkC0RbQ^At0;w^XV<
zlu}d<cogeT09Ke%9*~~@qB{mlT6!BQO3J=+d$FaTIOt5NouE3Vt8Wa|J2j*AzlZq^
zquIKhdH%SZ{+Pk_{T9F?NF<bv85s%aQk&$h1k_ASq%XHFq?@W;^OaBy03~`^gh~cr
z#;Am27N14kQUdM--M+vCMyYv#G;AH6@x9uxzFZv~+qOHO=!iI)HoAwYppZLjqAMhU
zsd+_7jOAFm_o)eF(tuNjwZX#VYqBC?Y0LUyBA^fin}hOiCcm|vOvM3Im5lY11e3NX
z+F<goo{{nZJ-j(E&`UEie)+CnQw!I;{qbK^;_uvS91UB&77v2()&`6u`dYbz9Lz{I
zdbkY05%lxN%RfdGts%>fxPB<AGF^+16YG+SL&zWC@IH@n1pS>Sm1fTIQTCG%9UV3%
zfB6UWc2YcJ)W<I{--6ym^j%)xVdyn)FqmW<iUMXg9AkVe1@&fYBDCF`S4*UA$Vf<Z
z2+a3%CI7Em0)Qp7hV?l;&kN?|g`k#vYjw2kzq_{#^L=8s3>)FdDl*quc{1_(HDul%
z<uyAZWWWcTAzka?`Dmz#{eD_qa$$AFGlSHUDDeu?-c;s?e5<((jL|q_krza*TR=ZI
z%;n_2;I)t~m_5wwDJln@Gn~w>GRsRKc_KAmO9d&Lix&pZ%z5U-&&4-$%UbRor|_Ur
zRACHfX!r8R_}>(*wTcBXpfSFUA+50%-iI5&cFHPKxQbg194b9^N(+RFIAC+lN~Qq}
zXeIyOpHa}S9VZ4@kw?F81=kKZVXmg4m{GS@09^?`)iUP!;hv^@0w;+JF(1`S1BD`s
zexOzIHt)Gzewhs-g7OoCyfNg~X6yk&jPU+QI`dOx9+}Fem?O)bjL$)-uBXIXwnO7P
z-&&ytHftj$#YMoKFrU>4u<@Z%v>iWFHC60P7i=%kY_jlahEPY2+Xd8rYrE1Tte=0F
zuP1}@H$3oKANaw19V=6WHh-w@*gHb9<FE!wWF~*ex2D9IgP@@K#&ZO{?mr}r>vr7^
zR`x)VrbM_D5QI<S6VHPt_2Z_O4P+eR;_fNBJG~fL7V%^PMg5%qTTTBNTaq-PP38tC
zt1tfNM(Zb@$#%nYt()mGPlsFU12zt`5T5{M0UyzR%R!aCOeP5$W$*kEvbj+D6^J3N
zpl~xJ{t(aul#*egJ7MeW`)tXz`i5+>8nOLdAvMTuoDvyzb$vjuiF?}q$#AjS@+m9>
zyec&WyrW5LymN}7irJG(0r4XMHBb?B_wvDCU)LcLc*`e(Wd69jDF3R{+^XfzEjTHR
zO?2B^@SG8GpTRF4MG8)sBe|G988cnDy1+!rWjv`*Z#QWg-0}55m&^1-ms292Orfym
z`=Tr};_lH}<IVyBW+*?Kr}7W>EeHNeWACvI-*}TX(l~`c)_T$ZT<r5-_D3^;HbbMB
zcYQ5BcVg}U+B-vXn&7?ZD6>Bg(OuK50Iqo>y@pfQb5>aG7hz&$K<lOWW`d0)wlQ)d
zu$b^aG{j#t*RQ6U+Z6RfyU20ib52r(!j89@B>iXuT^+P(nB@LX4&D4jQS*3%GtRix
zi^=-`R)<V17fjN4JDQ!W<2O&k%=W;WtSO3C4epuzv!Zdy@V+>-76DtL3S%`$by1*3
zliLT=8P6$Jm1ne5nr7Dz_2MH!1DBbf?I@RHqQ+k{4_@IHjpQ)9i6uyj(?<oE@Bdir
zALU=^RgG)Skh9yWm#nqB-KwlHDc@oB7OwIwP|Ky$tMwsJ{+3Us$-1z&@C{e7e2{FI
zSW9xEaR1SJw(c}@*s_gPCQN&aPf*YhqK$rEmeg;^e(v`Q5IgkF7sU`d1p5D^LQCkr
zyU$lw8HFuXgZ8InB-7GyTu0=UTPm+r_Fb~LM`n(^zmHgQfd*5Pd``!SgN$_*{yU*J
z74$bYJm&N_=aX~)g%#lLjbXEe>@P5q`6gpwMZhMjyjz`2u;#BmA&b34c1*bBQ;sxc
zx9qH7x1!?HJ6``SXJq@GncT>u_%n>6r54vcTV`IhEf25kVo;$Gc$OjUF+bMrnaC+Y
zIiI8l3QdQa;X`lLBtM6RnNsDJ8$PbP06t0l#^6O`7EIqqRh4}4Ilr__c!4o&UhnSi
zF=XfR&~wQ2anqY1RviGFO;<d|kK6k=?5_suh_H7#GRT0Q_>r)<*IRwh3gJ=fc17z=
zWGGm6jBEGG?N)0i2QoC4J_^DUgm`IuzqH@dk0qR$-|#K2C|+$Ah5U5)5YL?gsM-Gz
z8Kr`Y`lI?kM=0`|(Mj$*K?&3E6*t<)Lb1>Omk~f>VGXO<M?DXg`U$~gU_jQ5U}-DD
zMGOoaf@J)KDxqRdK$I=H@D&U12)>-T;`WgHl?n)02wR9>-RDa$1=Eia%v;Vu=!|dk
z5-1GT({VK`YedzUY$%0-Jwmt(Rm0jY$EYBMpZv1-d^M5m2uPWfOXJ@7`8g%7<%roV
zShdE}kMh!bfM}|1Mpt6=>Q-L0-Ty3Tr0UY@@9&q92thG7w}X=?yc{4rk7aeMpnbpT
zFx2I@uvg*E)@QUmSHKCr(2K+vosrT@cMh6KyasRY@*4fxX+CSDuWV2ZVvQfS<M`7n
z=X$M)Dm$_iDWpC4yRHILf`mxGd2T23;lX~25BN&uKMMevKp=2TpQ0GHO(7cd*qJU*
zD@yM_Nch?ROw>&vu#(w|+<lk&wKF+ax4%Wk#GfjVoqw>HffOPS7#V{A8cEa!QW!h%
z4&X43uC}s)&Tj%ihsSX7R&D>%aA-PaH%KktJ|{hYVwUr<i*%UMDu{7MP>5cu%kj~t
z#4j<cy#-|Pu$R&L6iLK1?w)ZQ>7{2`05K|?XVuLv$LW2K5lb|U?75SSW2}l*0j?2z
z`BMNq!pCF7F1@8-tl3wHns(UNT)OWtvee?`k-eAs=X}ZXqL7UdR46h&j@AEb#C=DQ
z8tUGCZsaY@i>%o=yz2vzMwKjPFEsnr!m7tp^|EVf^~pxKC@8Oz54&`q1YJ684!wBp
zWs;!q=AQtVYsrZcQIcc<O1JyyO!qJC-~vNvIQb|@<=4))DW@N)p#8SCW>`6|x=BoF
zasnj3D*I^1lzx2e4o^Oy9&29IEuqZ*@`r!sS^8enNMB1y+6o^wB_I;%zs;4))ottj
zsIjMBu84w=M@9Z;<X>}h69^e651yQ7HGNpqef#sY$mUKxWosQHi;;4{Yj>76nT04O
zopAZt%cm+9ahtOq8w{JdvzuNWDix2?E2S*a8t!uWfaAv^2FL_Jjd4btgl>mRH{xH7
zngm!3=LxW|%=48#r<9t-EEwi161hhVL_`tjI@=Al(*8*1)cgkcRxE9Z9?ScW^j|Hw
zcsl+32z&He6ab_s>+}N+)rZ#+_ME|zHns&l&MN-Dp$%2GN2&oF-^xvA-0@UTtQv>&
z{TssJ6OLj+qRVgU<LmB&9Np_oezxL^ADQvi+UgN;>)t+R<|FS(4@t=TV|<i9cq|+a
zlP{^Ae=(FZgYxt_z4_*PJcB8pD$trystDd){&VK>huNG!0+)xo3fNqNX*1b@=m|#`
z(p_D%6|=_T*OD-?22lt_2zRjI&)@6_eFM&gTi_Vx$ADJ^xjwmZrKUGN_RRU%7tlHF
z*Ga5(q9xsEvqCYblYiYviTJk>A>7Bsh!#ifp-6uB;?)w#l8{-qV=9K`^<`d|7$!1+
zm$|rOoX{Cliu_}NSeMMjX;Lartw;CgKpMGar8A%gKRXT;0X<&2v?cq7<`^@9Qk6gW
z_>opc)_cG@v=={s$M7}-Fwud%nkbgpU~6e-PdL@TNoPcIv`n60Df`_qDjT=pfi`c$
zhjv9OH)|d6emINOk8RDY#e*9Jo8uX9Q-BU(Xn^df?~s>+qfw0p7hxJfyn=rEj|z&6
z!JUe?9K?ejL(#s#XXTe185jPFSeS#HFHOT>S;N~29LB1uVr-_WQgwE;fo(cp$NnFE
zQ32XdMjT@-B46L+035bgTnq~N@p^gvs4l$rU6>dPge3sa$(@hB+ar$|(5s}Dj6;VF
zRW0WD1INF18s{q=M_V;(AlQ!IB5-SAIvX3tCP@*1EU3PR3J&6=?#Z%Jq=Md`e9cUD
zoHi=o86afT4Qd<MaF>;C9HtnR3Qi=ZD(tWVtXeZY6dXU5aHcAB3_JuMx!4G6s#ppf
zAEV-8*}B)aWz~85wTaDC2!Cv8c~ZG`eC|0(@ZqYi(MW-;E#N><<o*rsDRC=yX^`;l
z5#MNdIS4gSFW%QZyXI?V1EoNTVLo=0W}5?PUz`srdwUJ4uk1m4J9eTC(3t+MI*Amd
zLLNlUtxLbQ1=paCkefY<aDxpPf5^lZ8tX)gieluDh8({V;mCNF<_u1&%r>StspQSM
zXCPSi^&i7lB5Tqsq?c+Akl#Y(c^}p)Rg?&a`I0wPUb7TjkVc#clDNw%X6Mz*ytCFJ
z&j*ou>v9&VF#qqb1#IV*_BXl3oQ~HAKF&V&B4dsDa5oz6LS<I$ibQM^SFh~7^k#Fy
z;E%o@V0lX`!2@Lr`D}yrI8R1rBjM%|uc1Z$u24rq9x&OE>v@*zl<4?1u|H^EM9vXf
zJ4D1nwuXu-f;sWljFA7vyVk)7iIrFv-}o09kO-Y47Bu7Z#t$h7G2*-rgfc-(vHF*w
z7|lm7UcOxm+mHLXo@ork$0uEPU!Vky*jG()#;E(SI?a5=Cja5hzgY>3aXMh__P;Y+
zY5QX(orVN(>M|c3W+(;ZK$<QwnyAm}>{B~C+AvqjvFthQ|D32_U0yUuYbF13IOn-h
zkq%)xs@q7v@Z|?M7o^r6g7(gqCegpHTU0Z?%<+N?i-6|Bgl=~}3gHOO(gur@NR!_O
za<`Ro31R8{mGt@fm)>UeIag;m4q!Ljom|4$R4aRcXAUp}3?@fIlb-6$UitteYhneu
zUDq}K4xpI})o}beEgQ)eMU&38$6sr2NK$8ibb}E!UA&CVVlbxUK_pSGo7<~b{k;Ls
z)i1YMF^?`Ki?Os1Q}$r=x;uin8a1Xzi?wC~#)?XS))Df~PH;{=m(Zelh$HF$JXw9X
zvY-Nt9?0?`m7xL}%@)P5PFp^gPynekANolzlO{>Y#Cb$Alu3|rAnpz<G5GtU5ca&L
z`=RUIcD50V-pp}X@|@5K=lA*mN#o7FPdJQJzHA)WNbI49uQTOS<+>#a76}QUpi(vL
z%?DxtCQM1dD$MCC=^qYzB44ZX51adnk_B+}qe!qzcIQ@wPX7nm;gUE#eg7*3$K~9i
z8qRgATCS7li~zm1#c<7jB^1~3^dnW_Q#(V7P`ZEwfW_^wv^XH9N(6g+$INEKc2Bzn
zRPg*y-S0{MiJk;9p#UVnvEwZe^t;P5OGQ=c2ATI(4^N*(zxrjXpXh5aTCbhqf9s0`
z#u!&`oJ_>Jx-OZiP)PxW<<e|HO|Q*@9iJT@CP!XD1*UO(>rsoWuP+Ns3d&_Yz%Tt3
z0ud0{1Kg*je576Llxk6Iy(P{2OyMsHoTJ#JB8y?ueU<HGQeGIQ&Y_)wyuU1Zd-fwI
zJ{AlfTFrU_a^mMm$$401ZBG>r^k}Uw7@*&AH7{X+*&Feq5DvKH`ZLYC<q~im-p<i@
z_EfzlFmw5fvUQe#>(e^B6fEOti+58iaP4x&W92J7H@675TmN%6_v5@tVCxj5aDdMI
zD;ok@O1fA%bu%V1129%|bG`_(jyOl=+&hNZthP@dfKJV925y7(P3IgI3)E#wl4`9I
zEg#M*#<u&6hwzv9On74jDuF{3Cn7ozuFpcn@398n>E{npq3S0=MB?yDANo?siV+vj
zm3)^(|Mv-Kyb|#JgZx8F^{24cwI7pLHaK=4bNbv}``IH{eRdahf)<`}_$mS)+ohla
zi7J99Ac<=ha2V%Vbfn^r*s^qdR3JGzTOiXDsH7(k-X$NWO(gi2Z0U&^``AgCzd{f^
zF6|aGVdlooizD^zK60)gH<T~hFqC=mt=dwIxObMUHC+P|Cf#+qJW$vaPVJXpRVo|A
z$n0E%=vz=dyab|QB$h4xYMPH!&`TSjx+p{bRdFep890O&?hj(b&+|-AZe9_QZ*Ki~
z@kpm~DPb$Ok{y^nrGR{f56EX8*PZ~ztc1JCTQ>>H0?u7vblu>&1-j#BVMyPDO??CI
z^=*P$ksp`qgr0h|&8e<#dusHLY@P?U6~;va&^#W_C67EODEnV>Z6sR+4KdGe^8ikp
zW+2#~|Iua-wW9D0okR2RcP7HfZlMFy<bNudmNmN{av~IUeadDGxY95*#z6nkZu%nt
z@6am>3P*1iZhp+ti~E?KO*FlzPf1A$h7Hvke_dsdDXV1NA9WBw?mLR*_*U~M`qpZK
zgYb;-210`O)D%+ywc=EbZv_xjj?U5+$LrCXvyo%q@E1-RiqSx(>M%3A{FS!4S}VT>
zB0c;s_KOK`6(E|O5RKz(^Tm^PC=w&E(57v4Az`jNw|C*d8`QJa{+c>Q9E5e11XyH7
z={!3~x}hB%>f(uNfSdI%mROgHh&PhW7TVa2XI;L+B(Ky)L8&qj*Ohtn)4W^UcJf;)
zoa@O4B5OFWMkL0hS$A(JVbg^$sbXtn5xsXLTb!jC7w3xXFZbIXPmhD9S1HW&W+S^!
z^73ZI>1No#G6EKalQlAa=5>s@Qtre~0bv=+lkRVhZ;Ffm<ZEODp8D1LpDv#L!RT$r
zZrnrH7MZ|fhydu{qwP<{M-DLta8Ya88HZ~*1UM`Tm=lO4Il?swvcWr!MFQv_R0F`O
z_V;x)w$h!Z(cq=u407kYi+jvUa@j;xeR%|-_PO2`0-XFUWw#<cmqBRr57&&<sK;j2
zb{9pOCC_wZr91n94*Z+|#^E|4JCrd;M3z%d52iT|nFWxsHBiH_*#ReNnKJT1K#5)!
z{=0W`z{F!$Hf==bElrk&ZC(I{fEsHBK-sS<=BTw@FAuF2z`a`*KmC6?A<?M(iI0I!
zj-A}mWVIy&sV)DL#=pcPaTT(4{V)3C|6xu8;Qivd8qgo1FhBzQO2UIz$+Gm`r4BWY
z35MC8=xp^+X|L?yQ21LhnSEL7eNwo+x0B&RG@B@UtuW=Q#FmjP1=)n97+^NWA)WZ;
zYbiKUl9d54yRex1x9sY+$1WY*9&j8@Ok8q<zA9c{y`JE9Ke8z9%U3$m^QZ+ZEYXL3
zJFJIuL#)6JiUZW?+F1pr`EjP2`RWJO^hPu8e<*ldYy+P1=u}MI?nXuupq$|*15)|l
zM0y;8PV&%cco6U$n1@Pflj`bbPaaurY*2HFpfP)q_m=E5sBdSFx^C!%|F)AFMJPcK
z@={8`WA_zmdj#6)j8u=13hN?+Rin-x(GVW8$0+dB%*8gHJcN!@+(sr8d%bC>0PK0v
zVm!XToZ+xw#-Qa>_WcrG^0dmrD7Gj`t>TK4D%$}zG+%FY@<5AkaJLUSz%mFlWUn|>
znq^0kSmWoTpuv6a*_Im~+4kdf_~#Z2t|J@cN4CdrXi3F=(LsIpA8$z1uz(sRarN0R
z;4bJnPlYFeUrYOw_B|0s#N!()k_v=-B&Ij7v(pq?uAWpj!~iAU7O<ZF6HiaKMvE;v
z^RxBp128lA9ti!<bDlq1-`JuSQI2c54X`AMlOO31*TG?HoFA+Czab_Iw9!XalS>WG
zdR7b7CqynUk?nXJGH4(CU4L_(ZnxtSurEqhwkf^B|JJn{)~a6NkOiOUhgewf&erXa
zs^+T7>gf?i_r3#0hw{(y1`nx-4@yLWQ3%~<@r0XblgeIJFPE1LAe+1BoCCU*ox<!(
z%N}m^k|#Gdy{ECHwslzfgRh*9la~)K+LY3H{h0wJeSG5+g(x6%wq5;X_Ihx~VvjeC
z8|0sG-T%cZGG@bf*`O-jc683n>Ux&(I6?FR>07|{^9i(D{YZI?|B1>sNza+`^f*~#
zujr;)iqSGe)PZB+K`d|XAHYq$vUZ5|ebF*<C}ljSz%nodGeWwo?yUr6QaN;L<$Hh?
zoStVIeYsjNVH^80Z2i6aa)<J`vK*#rKAE~U+jfV$MAC$TBOZW!cP&DA==?Q_=kA(E
zVw<a>A(z!q2U5N!pWYd2ND1iMhmjl}dsA;b1SOOzZJsy0sowdGRA{xn@@Lq?VbL9#
zBIqarm<*|DhQOjf4uF&_9{)&54~Ya?4#K!Ad4&ONW9+L$z_vquUDp#C#L9U(nLBpZ
zx*_1th}SK4qwn!fTH@V9-e9_@^K;c)6<JvwwoTSM#JWU@koHcR|3pW|MY60%EHVnp
zcskz|;1`KQqDvpL?va%>n;RrkFHmmjV3L}gDW@OLm*E|^dRBO`(;$Z!iuPoZN3R$A
z+a=L00hTc`&b;yCEj=ym%gVN#k0ijVku_`N`UhWPTBU92G?^e=VEw?&j_!Md^1hnA
z9bieL<gEMXl*|Bj6@xw%zFI>mH8|_5HjC=Zr_HI)VoOdMsCZdl0zShZ+RAS(ye^{H
z2JAEB!(ori4h_pWtd46Kv=t+U0E4ekpp=IK&70}wRYYEHblJmqJ3g*DZs^uK+K~Vj
zK_X>O6j>aZtwqa6CP)A(+j7MMkVf;rcKnMKF{Ne0yN%4cL@$y%r7(4x+(iVbU-mu0
z>GQCS$LBr3*E5IDHy#nr*OssXDWUKKswvN298md}1XFt*6`vaT$+B5k0Bb=dD7zf^
z){f}KAt|Nr7<4NL0lhR-&T#tu7k}!otUM`-hyhDU8=&rlP*HV_<?HiW+HB<^6xWSs
ztgT|G?-ufTUKbW^{Z8A1Xq@f)1e{4czpZk4y<cvi=%H^i$e$sd_LXqdyDZ^LuGfdo
zPodorl|W1JY_9eKO%XpqW)54((wgMx{FK7=a>^5N<0;ieXL_xT6guqN5jTI5yGv^L
zt2`l$h`(w<Shf%aO2dp$d`(yR&Y}jWr-Q82Y&JGhrl9qQgheu><QI_U(6;X8OI0Js
z4~_<BT*NcYO8xV?6@>_A3=E2AI*ly*HUyIi^^G;}`{+mSf9!xCF}1y;>Dq+Y<ZIlD
znhYl<<~+@gecbTTU$!%SbPGk$jPJ1>5$V5PfT!C?Z<2}AYPehlg>mF6XsAoh&GW3#
z1MBc)Tkk%upWrBBMvV7Yx>uIG_qU59FqTn|ihLn;T&M7PWD!_vVo;Z}y%znX<KejO
z8v7u+T*^GW?T%2k^`el)y|;IuLFV0UCikU#IQvHWdrd3>{l3Twg`JSXvmiquDiJis
zT#WO9g{9s1VnLhE>DSZvSJ4{LKIlugwq#4Uv%wE>Qsdv8pXZqyziYpk^@md#c;>FH
zMLT>44i`_vLE#BB$Nw}C41KGSnX2$0r21XtbLC|G_xHukBVlLpFL3?%?hcuVXDVL<
zbEXgDABKcxU@oR4U+INNFV%aF%;j&nqak*t;pu+3>!(eYlsh@XX&)3*utmVBD}2mM
zIIleMBU?ILGT#()v-yh3SzD7^SggNnJW88ePgX>NcR!B1J}0q5bv>7iHr(P~kX76m
zfo^Vd^9SlFJkpTRSWZY@-4(oOV;3sWEHUF6II(669yzRH;8hn??01(ed2kFpzj$qM
zw)e2K{<e7WlIY~r_p0qc(Hhx|=P?moIIN%2yNxg9y4474$on3M*6kXLAPREj%gL92
zkquT@tZA@lIE4J9Vhv9}{jqi%oT^`m=u1;%)O6(ERSqB0e`VquNSny3jY^coE=D5=
zG<nj08Ab-n-34C^OffwL4<hO4#4m{v0<Aj0M`>x?o*`>57D~<v)6q9yxPXPsh?$y*
z_HQ}Q|MV%>8F2leBqpu^YhyHH0h5rlTumsV^}E6lZcJo=RumUVOP0a85TcJf^1oSM
zLmqJKQ2l|j1Mr<nMq%{d74f*qP7CsKU#kCEsg3(z|Is1T)aGbRDg_AcLWVCyzLDmD
zMF&{(n+N1=#A;`@P|2~dmn96QY^r~+T$<+T{vcqU0bUXVF1OUpkTYJ{c~R(+t1d{<
z#<;oQ#@s(%bOwrayjB(bK#N9r2oQvpDdSeu7D)#Ffhw|TabZq|3I0N|A(Y(An4Fx6
z`GYQ*D^t(lrET;u-=!Ig;U&L%&smeT-T6102@vsgBF%4-6yjR-C+lX;tbn^wvSDv}
zb(B~X?*(tTQ1>w7Seg&CV5dwlqkHmdpw7ZogM-jbJzqK&uK7_um-iW1w-^uXn6N<#
zbKS9j8d4NQI~92DfC~0{#{iD~Y9_$bHs%<(s6ieFD84mq1v^=B8fM(2<d}ik8o-4n
z3CYq#uXNGCnbFuiU>Q@KZV7v9`+L5Hr2iRm4fSetbHSHBf~yWJdQBvc&}d{qVmuj$
zN@hhOUqf0$;1i=_w|7K{6hAa%^tX3%$($NXcKoiq|1+gku;}BQk#T|L{uD98g+fVT
zczN0AiIw~yU;n19C=7I7@%9N!=<ZD5bMV~DazP>4wgRZVIfrG0Wyi2d`Y_+671{e5
z^lm{RI#0*oh#~2+ZDlt%y1$k^*^U~5*EOW>eAX*FhhIofxM_+->O**8KQqrbZ9vlb
zv&b{MVI?dO;C?kK$VtSUI%5ozvH#9{jWJ>0W8@z?tN_uGw~mp^*^f`k#eMt=r<+w#
zbc3k_Prj3v%7zrF%_yvc5SMy<Hc^G>^cqICAQ?w*&Q2TF{UKz|0pD0s-Rv+XxnuDs
zakpb351J*GZ^D0i&tt~!qlEncd7>K8(WSb0C*ePhbXNYV-W7>%;#t%03~T7!!Qgn*
zo1MxUpTkbYAXEN=!9HQ&T*KyKK_TnFwpRB&PcwHOI=>rr?}Lcui{(XM5&iB=!B(OZ
zdMQ8E4krz}o2Heik5r2jWe|tTB#@)7$fB%vyioa8^~J0JiTi1~kRPe>@S1}vqh~nN
z&WKIwD4;jRcu3cf*R-m}*FD}|Tz3#`RviI06;Ft1g+R_-YrHE;A>&IT^;@u!;;DVl
zoN5n2?u9IihP5wet~;(U_r1kbuHpht-IL~3TYF9K&7;$*M4{q6k$thY{N7%f72q_a
zPj!<v=uIb-Rzv3^{!k(C-oQ-$e)w-vN9R9q5xEPwKO*s)Zs)U2+zsqes15q{>$OW6
zlP<Qm*_i%Y&BB|z^+r1|VW@EhIKSz}M=wD*6S8<?f54ff8DpD@VKb9Gf))W;zWV9i
z)(jeP8mwz8aNj`tK4;iH-4t@)2qu2}L@9!MN7W|$Wzv4Ytnl(8r%l6#!SZ;MTlmaw
z`O2S#H^D|^t~~9@oVxb?`t(=G4Ggq@0aR`kdX)aM7vCmhutUMN-Ok$`*flZr!9u<F
z1F0xEFnbuGoa;KXAy3mdJm8=p<4G_mqqJPYvAI;RnblL-BZAj|NBGC|;*GOtJAFc&
z@Yb)R<*r48Ti{?Pf%^SAjHtPnvD-lW8}jo8dsrsfqx-{(g#5A!v+NICJv?C=qWeJ9
z>w8PpK#5cksUZH{JseC2C9Y41Dd60JjgT_~oa;jU)bHJP?bkIJp@KIHNmmPBCg(gW
zy6iNY!A-C`m3>IxoXEKo^V}Y*;@xuRFrUb#1GBnd{miM{1#gKx+$4MRSPbl*TO{Ij
zK7+gcr_Ljpv4Ehu-t*@m-#RTMU3{jYA=Pti@LB}+D19$0zR$?f@sH|WjuEKI(YaLH
znLIeS8so!Uc-K1N3FLYod9JM6;Jlu;j(>B27#MxOnl^F$=ba8x=5Dc9pg`|XhndHW
zB~ZU=*{|Xi@jlf>r8T@{#_Uj##PPrG)Z0G&N5k3-L+9x=ztedIn;Qm($B8RuQZ+L-
zs$A1r?Qf6tF6Ym7wgH$(?{GI;IHM~3qY0H?kc5EDvgQ-^gd5NPzNg!QO^G|WCbifz
z>el(YX358LR{Elkc?;;)SHk@pBL<qIc%n88C?7v1!#UDuv*;|0Z5l$OlHa7X^)!DD
zHQN6;49FRF<cyR;&I5O|jl#t>4+N~L6k(;h=s@BoZmEvdkEq=Z1C!ph(-#_*CU>M`
z+qpo21#aJs7$y4WbCC1aQPl-AA(_0pNNu}F?O8}0Ehy0gWE}1`VzdC(9c@@iW`?gj
zkgGvm@OqBrzA_V1=>GE;o5{>Z>oJZ}#$maI&x%^m)sfcLeiZT&IpIY7Cy!uv@x90E
zr)08`;9{f%R%)EmHZ}iY3>mNtHz>b-l>jeiYNeEW&egQvUf}B>6}~^U^UksDyNr{>
zXXm#c)%S%q_v-UgM_gta7!M;c8U(3yf3wcklW1eB)sNMpM>A6P$iyQecX<seou&~<
zn`Iqn_%0dSsYZ?w_DRV7+<}V;1+{U`t+uzw@q!zRlF8JmoskKb4ic!@6-=TgFdwaH
zYLh%UVsrm{$B`@0H}}brtG1+Lj!W%bL6LphnPcz?bSAkCj?o9vCZ-iv^&t6=&O{Si
z*{wAKZqR>dKLhkk(!>dgk?b2AXC+N65%ev_;V;|+-!+Rq!nv}l8?3CpeqvsrgWjdh
z@2T1?E=|#Sv$nlrAzP3>p;^FZ2@&vz#rS<NOh)D_0*3nvT*7#Ek0j&|b5h*c^U6-G
zD}!n&LTb!#$jY&*WlEUcoHhPn=<YBIE+8{-zp~w#D#^5+y>c42dh}^YL#2l=Jp_Bf
zErMNWh0!xc(=f+F?1X@ENB@cbOeYJiLpjm+gi`pt$cp0@x9R8V9NK4AWZ}mi_G*Gi
z*K2>+6@#+ie0A_Ae~l^(9<$+nq*VlE)uNj!mx`t!%RE3o(*<cZ;>aesRT!=C`5UGp
zOZliohXN$8)1sTCy$e0A)qznF@=^fS(C3pjgV7B;6UH4s?g-(!%OoLS>m6q#O~OH#
zs(o9=GSoBCnUQf}^T!}@bJJA>{r{osE1;s>qPDRB2?0?l0RaK&9J*V&K{}M~Zj^3B
zdPwPzlI|3cZlt?Ahvq-yz4!ZLt$)^H%`or0b>4IK+0Wk3eh%T(Y@_UUZE+Q(@~-st
z3Ar3Gftp1%naap{76NAOBq=+)t^=NbT?FTjfRXi%!i?d(mE3m0fB^E>5AQ0IW@=CJ
zL$(&da!fP{4E4G1Kj>~J<T{4bc<+xbZmFl2q6Y_Sfv=hd@`OO@t$6(;SHM*(_SnU>
zo$W1!ooBw`6-qlQ$d1)Q2buRHhm_y&6*p-q^*|)InQ^v(w$R@e@#vgl%WC?QF-H7_
zPP~;Hlo1R#zM3v?95}BT`<hf}&+FQ^H*RT-PL8w|@w(Q>Y7YO(Q+vnqon>{F159hi
zmMSY?@O9CKS)bkPRLz*ioa>LQ0YmN3LMC^JM1KG1Sxkkfsj6yfX{G2_vM?jwK=Oo7
z1Vi8K(XBaVu11qA1&emdQ@fmGIk(@!eq(V&a|M!bej>Q|=2rB&mBaI9h<iuVdw;WP
z4F5-$R===+HCko0XI`dW{OidNR+@iM-KKPC{Iwo18N-H0U1_Tyy?2VZe`GaKMRNA*
zRkq#ZQCi4UKqu`<U41~KeCl5EK8oL-_5&cofe}t2?SLm+T^D2ChqI&UOj}-^T5VWm
zUQ^Iz*ObX*eNbY_`=v%SznqS04gciVl_GcORN*hK$AIRR0?GP8@GjE)jg`W-1%X6u
zr$<@Sm>v|6@!G8iI(gBXpKPyehj2#*pK(PLAE~6gWr&@!U<;-93A&;A|0KWOCUrP}
zD?JW;l+lZf|9ynFKgyNZS#ZO6|D;#r5h88-?vyqr*3w)Oft_{x*3OPZoq%W920zDZ
z?R~GYLe49gZph_{dyg`f@B0@CT-D7OCq@pj9(?UGJvmtscBB$}^wr1p%~2dCi3i*A
z@-W8ir+!^ICnxBP*0Ro1>nwmj&{~tm=&2!IvaVqEHDr~<nX;zoHck)JZv&*sVL`5X
z=OCXG(ybO#=egPNJ7u`mlK1^a@eR<<4=g&h6&2Y}Vy|W4s*XN)>>I+MiuzWCox)yD
zz{Rh&u;cn1RDm|Qe!sk9`EOp&NRNw;KX3%K8j{li-@374p}+-H&|7i(F7ky${DEeS
z;--X5Kd4+9260KaCx8c6=KA|WF{2i|BqX;Ke!m)&FQ8@UEm!sP@#@xdN;^yECyGUO
zr~%jerWcYC&pwh)I>obBBKDkr|8lzE8)8>gl$SgA$Ac+Xamyj9`%{aI(*Rd$ZGCwD
z>yvlCw?^3&@)dnRD7uSQGl;s(oq#I7yh!koK7kymv8FF|wo+oX&=TJ_<Nu)2^EWZo
zlxMkPW3(MzUC5fc5%L7SwoN!ak!4)cT1f0sByY)|q-#CR(pY<i2Gjn?LG{%~VSWN1
z83w^Li%}|lQnA{=A6M(M$7Cl)zRe)(ldQE=E`VOfX@4g~O|24wqm6ip>ub6CG~my>
zA%CG3sex-;lt{IA`XCDtG8E5n6FzVA+g5V=3V-HAtKSf>+F7dy3I|7aOt0_rBo_N@
zZZd_cQ=W_@r|kSwrHR(+dH{@So>roF?E%${r7Gc*R^~bj2mI%tYM`-5YcG6e;J{3V
zl$<#ky2xDdX{NI8zp_*$VfC<>UsYs@<p}Ya_Jod*^3=bTqyaJcBsln)_dlH%h82_#
z2wKuko8G^1csP=cB8l~Yiu7Gb25z150|kLC8BEcrf)@%3kKV}$Sg1Fpld_e5KBa$y
zDTJJ#H1Fi?eW95wUDaphbUv`pmuAngJCNdjP#7pIu|5TZQXcpj(Qz2<>1ggGboOh*
za!T>1C=P;*=md<4-8DMOdug3iqKiM(i8pyoK=X<4G|I&d3@D~68)Y2uphnwXMh0}W
zfA?13{+Ywy^!Wj#PSo2#FmW-lVH7%|2lb%)=fK9e5h78}jODLJemaz7)0>P`O2fJ*
zCv~+u^l(j|gBemeBs(2i*^<c9o%4~9yabN9wFHR-ShSV!Im(?%iX3Aaa*k{5$O$XW
zPol3Q7y%4&C~DYw_jKTco6K6~<VGlctNA-lt5Ge?euw_)gpo;+0Rwt1BPtvC<(W$?
zXu8SF_iNSkDK7R+H&#t397B;AiRsH<a<H%)nWJyHOO-T!5E4Qpa;H@UxAy6OcHMdB
zD)Vu_TVCo5yXF^`OO3y~c8~Y@_tHKY_%Ubx&%VJGoob*YC5!GnpchvH9=~_aarzoY
z0y+8?U5<&3O<#vr-GPwk92A87O4~=xMywlbJAR9ni{%>sgBEf7ccs-^<L{Dd$e;+9
zCtxhELFDmoTrIL9!<w*eW)OPF(@Ms(GE|R%H;YW@16C(%`{J>&*UH6xpOZ9tX5RNl
zT>^b!EiqpOho?G%${gWyGu<ig_If(^Ewf(k&gUdY-On;gnN~xL7dFsCLM0bBy2R5p
zI`%E!uJx5BmbcmM&Woi=n5wZkS(6p5U}cMZj640KVC*-r+Lf?fLRaS){+$in)CiY-
zR{|H8F1`*6p&@m%>_Bu(mUy-#T1{-=DYBxt&!?ps_ZZGj<+_MUrY)_2=`sCPY~yM&
z-fiXo_Q-m9Rgqn-LxY~TMJ-(qiTuuH$L87dO|wL%D@O8tyZHzxVca!l#KpoQdRvDU
zALQbM_j5v;&c6S-`+j8whOlK8#i&BovAN=i?N)*Vy|CrmZ>O7zrY<s*7W+j^0n-xZ
zr)u}^URG2NIiV>Zw)xCq8cDtK1huH35xZ$kH~XRn%tjEBYGD)SdWY~SS|l2Au&>ei
zBQLgVAe$5@wBr<aa(X~YCJah4CRX)XN8Phi#`@+c8;vacChpePqdgO>?fFLzp$)=G
z*-VHF60EM15Y2;Z+PSVpf+;B?gXkvq$#5AjnJW#h&c!54Abc~l)v%)OV6Q#)!%?-|
zv1Fun<hp_PLRHJ+v-jt;O=g~e+6ePw^N~r(E?f^X<DV0bGJF)?)}~>t?9XNJxyr{r
z^v^n8Ld><N{+`41B^WMQ_~H-Ej?)Q*;SsvGA>De3Je!?glU5`p(K4jo(7Z;^<$PX2
zc5?H`<K7c_bC4{VCl>w#g5bqnOz7WFRBQi!N^-?ZbiEl0#xr|7v?|DMjaHkTvz~77
z3q(7<zWjTNEQ<e5wkiXD5ilzubulVM`aD7q-X};Ar^cSQ$n6)ljq%deFQh7#jL%04
zvTcNhpa~ior2?z}8}}oba|UaA=NkgkC%zWvKsilZ8PKoJ74hXyCf+2Gb8<dG#z1|c
zjrg0fTg;5fQDZbsU4FZgYzO?CDrPDWF34tw17b4@RL6!QDV5KJEx=u`%C2@rapCjP
z43_1rzJBuLSB8|0=EOsDco)3-RJY#8+YJHQ!gx0J*g1w`!9m?jBP;J^4)B!i!=;^U
zSb7~|-f^m_f=5l-up*%~EZr6MJUGjot$K`M6hi9!iHj&EsAn0B1m%#s=?vy2R#Qe9
zQ+b)Dh-}W|v#b-`Aow6xa6sRPLCO8yZaLDDbfdF%JJCs7M41K(#MZE1bXdC+zHDj~
zPeg!@U?x?}Kr0<%_DK%rDN^9ul`5gnf`b$DG}*;K(YVyKrHq=jQ{tPXZ%k4<zc<PX
z2{=QG+gLY8<Kk+KNcXCYc67*B=Vr3Ze-<V=kN%Qoz}AWmn8+ewyKEe}wkR^R;=SYv
zSfiC1>=w1?e>eQ8Mg$n|p2w3}bK_Za6BcuYehuzP4l>qz+j0G$lVs}F?R))3|JevP
zVubepoHQ{Lw16}Yo2iKmFcz9S>Kbxfk@}o=5bfPQpr~l-41s?QqlVvxcC_}Kgt<qU
zSf+vlmdL6`W~aB`1v?UmE_SbkyP2^pFA&p$h$U$*9^@0Z(=Hcv9ojMGQSUWLF^sU_
zfW_qy(PExwmdcz-LR6!Ce?M_ktx&Ue;$q=mmV}H9;}PQQS_~97oz(dSteY^%JF|KD
z8ZVEOE;{fj-Bj5LqgeP{fgNPEc=@VI=w|whtmZ+ifBkUtLW+revtsSU(L_sJwT-HH
z{an2q887c7)qN8o#1P5J!?W+HN)&sD?(4uB9l95D^(%#jxDdm@o|jlt3|_Xcmx&b5
zHxl&Uk?t(3VF+lY#jWWWkLC3TMZyL)26_H!kN~5>qiSRG8AvU#78zNv7E=JR6u3MN
z&!5=Bt-O~6bl^sxyLs}pk@@_qcqrTXZ`KCO^~cQ(DJZHi)c}v_tyVwgUsWX6(l#H1
z$4@T7aT-Kao%q_?@%|=(k6Hf<0!MWjfEex$uuESP6Di@%3SPO4xM66@@c5qVoB!g|
zK|u`(t$HuCAHu)Qy8(w~hL0BTTI)EV1{;ez`xFn(CSOtEN6(Wr>!d=mSIz-_1`8`T
z{%*E#2$KBhwpL9_dlHgt=opdhZdqiA&+e?<6j6yEq(xr8K;&nApnn2&=u18Xt1(CX
z-k6yl)j-eEQdUMjz4F*}Xa)Iijw@8u?}h9H;0+vTJjv2ABDogQR|NMXn)07X9R%-w
zm(xVi_BS2MrK5AyR?~+r*B+ZsOfZEf)zdc`Sy>)iT*Z(N{gMvk`}974r!HYDWTU6#
zgJu`2)jn8qwYIWxDqm?5F5(66>A*AjZ=P`EU7q?BvLU&UWVlasd9^;FsQAbg>GtT!
z5F`y1yk!^fKnE+ix<-Ht@b_f8T^i`CQ>T=#1ST!$Pboior$Rqm+UGCojMl}i_jIko
zG@)`?uWrXdsn>wtUBND=>#j5^OW$DiMqTaM8hq=j8F)snR8mW<x0Rx*U0DYywK=tC
zvG691vd2Rco0aYtlhk<j&1%z@1%mXOYDz+KVr5WRO(Z@S#k8hh75F2L*}%)NG%)2Q
zRr~qEs=QN!u|IVPnmsw<iEBsGY}8+{vif_+WT7cyQ;{cxb=HW+hQipY@1LJk;@Xjk
zOSD^7Jv3fl*U%UofsmKT(2k3yzQ?!v>)lL_xWyGyfy3w1Tc1rXJ)RxT$k}98rbMrv
zLP<_cqA`{;=^ruQ(wKi?cXD(j7{>=NGxY7>tsm-(9e^_?Lt7-CD);wr<xX>29R1T?
z6FN!i1)&n?BQ{AzEs5Ee=Q`{~rdyT4*>yo$;UJJh-LC2)jjsW>k+3KmIzpVg_rLhn
zMr@AKl(p)MyZXm0J{se+=rN|({Q3OtIoZP-Pprj*Km>kW+z@o+XQ$%wdI&<EmwUdD
z2_X}-JglfVh^gYsu1HF_vQYt*94N^){yBCQK4yQq2|0~4CkL)V8M}y4{tf{rJvH^?
zOE4Ss9-^RSMyY<-MiyVSq;>Qovs3dB5*2Y$%5;ZTLZ*tq<lms6qk{!{Ex499G&IB?
zK0N8}r4f;pC1GYciHcVP`D#)iMMgrIi^*B*Uz7MP{3gR-bsdMaIvu&zRrDP-{pI~j
zPfYyhK@!@S1{v-0l|P?37Knb=4pr|^MiX{%!4wjDh)G2BIE5aUgyah{I=aBekKIL3
zF`20drKjw_ZZH&rRqHZ86#8n<O1w1}kDlIMHnKz~H<Uau#Hl_upRT}n+T{Q?G;-O*
znKk<)*_ODzCaSS#l(0Whkj>n&G&ITiot!hPv6D)<DpGyTEhV@KEUZ*dG&k3}OinwG
zd@`7;5>7SB@b?;E!NFtAjNLbx*w({gKgd*dW_6#efbSMX6I0Et;Tp-Nq6q)*6`Xs4
z&_~R<-3RG+^eBI!RqphdDv}aJjh*#SQa^oqDNr)#tCJQP7Uu08f8Wzj=NE~g$9l)U
z(1nDIg7R4wCoCxFjflu&G9Dge!B(&C-!wu_Ru2?M>}|=&2|i3+9-hENZEO&rvmXc{
zh2kVtVlNELMKZ-y2s1K;e%(eMKD@FonRm0?S68$*%xQtva*FsVE^!7-XpwPoy#Vf1
zMsNCkZgXkrn0xjERwcduR8A2M%Dt=3A^h5J4ed!4I|Rb!J!?2G$lfJHejj_YceRfG
z9pWw`9=QDHNCf!TXiA&XUNVwg^n}p^pG?A&e``6jfg=Hbb)q}z{UcknqNw^s=T{;+
zl0*P{tmci#CssoGi@u*i8yzuC1#Qa&L2;b2tf(kCU|0ydxzRH-AAgOCa^G=uyYiky
zMG2Ag9|a4JtuEMTeEf(^O6rq7>JMZpaVyP4!Fa&sn)7ZJ5`HArPe;YHXeY!)uO->~
zt2dv+o9PMQy0jt*2&D6yO@@ihO}`xeF3iiCN8l^@vRxa-?=KnUtP<T+&4$>r&2z~S
z758U`s(*Oja%5-Z8rMTfPFeXKxDudFXK-z#7|WAPaq!cqkS3`XY$S8mFTRGJHaaA?
zvfEKymSwL;FvTLyWX(<CdX(?Bd<ix2u68E=qBCD?T2=Qmv3_vI*ZL(*00}22;O`Q(
zYl%ZHAzS9zz&loOP1wmZl8c9Id5*XORSIruIW@=@&lVT>tO{6gtG{CWe(j>i#!`On
zv>|Z)HajZ>7wQFr>Vcw?z0HXc+sKF=5Vy16fdTxImAes_xN>j+_<8c+0g+NuuTC74
zmA%9yB=pJ4^Iiz_d(5FVc}C!N<Fv^voBX~l@r3<rtTuu!G4ZTw;lu68V8IiL@!?!G
zd*%EW3aR%ViounbP_hRQ^9P)y)C3NO-Tk#(4tb%v-i<+lL}t`=FG_O65M+qJhVY7>
z)J)MexI5d8_xfqxZ(l34+Sv0s*aoAOg*eFcku6KeyAJgO7kj)wlyoZqXpemK|LZ!N
z8rw**{Kp0O^7kuO8rPw4684ejaF{_F&;#<fp&=oX@cUI%v;%suo-|qKx;Au3<mB0!
z1^)g|GJu1vT<{_S<z<_EnE~$hSbk8*%X?2k!lHeq)Wj=~WUhEWC1dNwv8lI!7uAj=
zFiy?IYO4HlPjj-fThJ1V=v9^(VHPji&nRvtM>&>TE4Mv~K+ugLh*Me{sm~nCjQZu!
zYD|+yKI8jZtXjqRjR7aTNbjpmZAS;%*bh8lF-elK=#}aMsu8DXk6<uSTP(TBA$-Is
ziBPz^ZoFM#bTxN6JueU6pB_YJjunp&p+&F(_0d=6FlH0+{daF#<iJR<$}Bxx7}Bu&
zN%Z^o6c7a^c>msQw&C(%=i9e?FGf7f#lVCF#*Pj@G75^<pig~wJ;BeDCwT$?DC94H
zae0YyZC#rP4R7x%UK%QUoXndR_T2YDRGl8HmHZPKtCEm;-lPmWw8)p_q%blJD3izf
z2Q%f!j!Hi?FqU}{N4p7_YQ!|&U=%TRsCorYvM5xVWo<J1=`Bk05EBo-bU_N32ny=>
z7B~WwDdf676GX+2=xRRJ4o}RUPf943>RN;Ssn7A~n{@-;9gmEOL^|;6{G?<D+QJDw
zNJ#f}^e0UL)v^;+7{t}2NHN<+Isf^Wo>(&ZY{|zO6?tDIW7|M*i{s|@*OQ4K!^UeX
zhezfYJL(T3(&{4GG7OXpa3fUv%`=<_a}wB^Xl|Ya>~-_i1=y$a!^{%RDMqZ!C-y5V
zBWll9PyURD&qkF$vOYd*tA^E#^G39CIV$I2hQ!2JbT9_(Dc8A`e+Oo-4}xu)*FVuH
z*)4200>MiqGagn+K=hm*VV;zZ37C*JSJ&*FbsM?Gi#V|Yj?+*sEtP%0$o~ahX!hz4
z1~aZb0r_vq?t^(w+|`^&k)iO~jwnz4?!^53>z{>+qJdd&c?(p>gXu-19r`zfygdZr
z*SiR<gu8@rxPiFZE%MiCdKL5kLKK4FEP%cX$db08!R5jh05Dy%(28rU7_#DrS6P#h
z$}yYWhzEJwe+FC!9w?YgE>D^}cS`u_fu^PkU??n2SE9Wo-@3ndRtlmk96L(S8PW*H
zSIE=ie63O_Hox7JGd=_*cXbuzaAU>_jHF!b4i;HmeI<Z{6&BZTwph$<mhoZ53>oEg
zcQ7&x`je2`i4gF%M@?@N<clUZ@-EhHF(<E|jl=LD0H&-Uaetz-MprRyR7#rIQ5vnQ
zH_p&4vI2<0`<~l>b=3lma2m)P;ig|jPSlr~Hu9;3xUW9zXdc!*x}ATWH{w<e0S84n
zE=?!rb|UJ`E7Mdd7UR`8D9t&$vIyRpK{+x<iZc(#%4A#Gt44go(e1iGY0g=ieO7F#
zQG)S~0EISkZ{}V|-360qd%QwxCk$Hlh`WhzJ*%K&)U68~+qmT7mu=9_xX^GTcN15D
z0*h0gRutPmH<Mch-{vkcm1Y?5y+?d!Zn8orjXOw}7s1w3BhH=B_^x4Q&gC4N1CAGd
z&VbG=At51du-v><Nx=ToW={k0_#{;C%0xs$0>Nx7NGO&XEAImf3Oc^BSfyDMXmG8~
zqx6B8sKmfq?>k>zujU|{r(4KRpLGz*6lSV~;^R&?qqhl7Wk&({BQ;r!&SW(!zJ~Ib
zMLZ`l;3JE(JZ3`>#k=3Y@`~7!TY3K<9At{rTn~>uACvz2g$N$B?U@-DD6DE9FWi!l
z=oSzYn=f*wRzVT(hbrXh@IIGGQWdVYLRZKXdjUME$Ew9mt1%Y4_b0?RSJ&iP%~8R5
z-Ixw0nn-dO^+=UwVxjbr${)G#l|!{hDl~9halmp*8oS?e#_MKP<iGOYJi7UsqW$^s
z@XhdA4e$SKlem@^_cbe%f~xM2IwnLQjvK_Y7EP>45+Cq{)lg~xshI5l`GKNRqZ`x3
z^+8fb@6hZ2eFV>(Ou@=O<T8bhQO3-K=mo#%O*M)_8!$k;2E2&gGL&qpn(Xz&I=p?G
zwF2H=ym;{l;pWCep$Ph{tZWzvGd+Z|6$SkHV<IBzk6b)^R!shBd2)e%sioE1h6O?p
zOC69YT+fxjQ_NDJG8{}FsU=-V!dx^VIxqhBeQm())Fg~|A+>cSGT+;;lzqr7NE%#>
z`@ipQ75Jp1X4=K4y(KtIRu+^1J0+_Mf7B?FlHudy1HPMpju)1Y5AXG(r1Oz~b~QJF
zh=7Lcwm1Ff{rVqb?y3>s>Dz88Qq${5xB8<})i_Y0`}^M`{_*jBBwwh?YBmujv^PDx
zIrN?0z%Uc*b)WZnw(;unb=u%cpzfWRm=TegYNSwLl_R6^@oi8(CPf_&=nXQPw)cAp
zd@C$}v1~U<t}NyE_bUa5XJ=U2D6X~c2StIpUQM5`51O@s*b#WGKK2-S4@7r;zCHKd
zeBRwpPGPjX{Og5QLqdpDyrRvTBv(l2{jL2=Z0rCoN9qi#Io#8|ndg<}Y9BxMqxrT5
zkx>>e%@7YRt#0k)VG;%u6Ydx;B?n^WqrTE6dTOxWEeA)!jqwq^U0EyVeM(#u#MQ=O
z5>)nGZbq;frR_#jEiY|8t3l|*MCDj;{|HvrM6qV!@PyZ60E6Gr(h91o@{y8WoGDV-
zi+gP|(9)jGD^9XrYF+YdX_1?2aCs?nO==YF?u${ZN8F47B>eAo@{=EgOlGFib;Xq$
zQ*-?+n@VvpZVY=d>)TA1HN1wYRwr@3xNH?gAXPjt&6Kv@36GGT&9l-sTbXOs6=xbA
z+q!qoeyFwzFE#jup@VHx?$nW6%LIqN^GTg+la}F9la3D3;L34L(~1oFvRAIKU)|j#
zCNk)%@lB4To)1Jv%mAT`h`a3!#RHj?;Z?AU=5`(hzvS37kEXd~*B&03B6gY|h&<%K
zq0E&B#jS|XpEKLsc`yS_m{$J#EVu#3MH9mf7gH`F3a)cBlrPai<8r#GM%5GmG0$%h
z268$icW<u9#^z*kSt}9^w!$w+b#oD0EA?$%foViAr}Z|oxQEsw=IcHmC)NQ$$Vxlg
zP((5jHRS_JuD|uclFe5zsd4nDIu>ci7n68eTZZ+xWmrpjG@Kxdp*6$hUt6`_^eZm*
zt0E7GnA*s^=NK6A92rW^W;)h67JzO+YcUgxFq6NzuAi4fjI7W{-OUYGQ%|X+`U1Kg
zm`1hvjEae}4O8hUa}k1r@l5`t1Hsqi9>sV4BMI3pn()ksPBmn3n8|*Jn$X^PykPrl
za`F@3*3BcrCv^TJwBa968n!^F!DViON4%@AsL&y-Vo*`9f25`sAu$`E=4)E*a^uum
z#^i5Ir1q;zEL#w%Nz49dU8TCTB1r#}wU{uhd^nN@ua~i)Cg9Qze;~Q`OSy5h?Y<VX
zo&7z!z{C$ce?)ZZOhMnC&8c!GV7`wph-)~L@}*|>i3gTDwsyeK3b0DS*ZUpX_}y?4
z@7q_zzKQ@6h}}!2JSkIH#qp2)S84|vMR2o08R*sWIq6{zV?wrGV)ca3e*X)^@>g6m
z4E9Sb=HIy><|Hs<I-d1Du+eX<XT=xezU6DHB?yu$k6<S98fLgkN)$D4ITi$_dDng(
zfKA|NhnQuNFuQk(7)tb?BtF!w60#a-(Zj2KWE{{E^W)PV5#mU<_TRdhtmnG?h_Mat
z6%?Mr?MWgFyA8O-ft32-wl;%{tE+U?A`@1C|F!GcTK)hjR($+-bz0SNNt!`(*8>KF
z7{&mr`>E2IEk+?h4JPaX=Q^CVFA6g;=$YxnxglmmPhkULZ=WM?Im|@C9rlwlY-1BQ
zb`78o(0D7STW?vdv_KUVR5exBc>SU2+E%KOWooA3YD&-OR$r6=wDNWgm&^`P&3}9L
zy=~cpg+1O-TRG<!+966GP(xzbMb-<fOwI1tP3EvYHJAKr>v^~qjp*K~&SNGP)@A2k
zE(k3DK}nfHY5A}-zb;`j5al{?M}S*ER>?7fB{QAakB1vUR`i!1BtgEUF9^c-FJIsg
zz*_*6A+$}EvjgpQ6ckh`Ox(>tw=;vGJcXA$hXUBr$?AB5f;YKw<sUz;FYO%2t^n)W
zJ~)X4bG8clbwXqm&t}Kv8pwX>uGHP9#m?dW&}5`GZv6x5pCcDVJ0!_=Q!@v{@>iuR
zM_D~+L}T~_?6<*cuXt#I5cJ35Xz0kB#1YpBC$sWb8Q>Qm!)q6zyn@VITE<92KL`bT
zR^IbQ^L+~Lg_Zpc59G5G%3b}6?>dq=SU)^kLgHJCadKgqL?3t|P|jv#MJ&|{0ewi0
zD|JjH7d2oQ86H((W)=aBo?X$NRBL6Eg8;2$vcFbGDgJ;u4leMgD87!p6GHzqRu)fc
zjFuq2PC4br^-Z2F52+Iu9;#aWv^sd$^TSv0<fAD|R{oTkbJ)FokeCRf3nxIZK6bdq
z_9fidJMMJ8f#Z~XA}U~U(!A{-^6xc+s)RQ@Lq$yUTBjUBK95A=#fU_Rlv!Xpl5S)9
z*-V<Nu&Mf2fZxbw|A0|kNI!1ktFuvbv$HCU-MuTXLM*&sarxK1&&@|-dqJixh`AuM
z)XD01PVoq`Pc`8^?OO8EZvClW6Iq0f(W+gMwEIq(^;x7y*o~hItiqs4y*4x6PF{A8
zcjgH|Xh-I2;BcS+XrKS@AKK-P%^q4?SCXBxb6{wdp3mtrd1^QhXPX4@gc;E%8_`P}
z?LmvK*H$Da)tJThyHwxwslwQ#vJ6MudkF-9SizVc{c9sCMv7*7PivZwMy9D`*VKe$
zim3lMAQ!OcWbp{C_A<jso8wi-)%91TZ{K196(r%4_3@)WhR$!exRf0diR98^BN<@H
zZPnKULcpOGC$<Rqeyd5=l7=zyo;R+|z|6nfqNvw~Ab9l$LP8N_3?-3ic3rEH*eW1}
z8^dt1WdcNi@v9yh4RAakpJyU9mZ$mHX_Mrv@cfm%(PH03BT!h_=t{d2D~y9o{nlw4
z*Jskab~Ud-N0_dxN4GA%d|F%U4`O96v?GjaxM+>c`GLMcA+8k}<PX6!B^C(~R;b1H
zs)nz2q(jNXgbkvC%bUaI9QNyoAo~>*h9-8h4gm{k5b~Uj@ghIfk7rc--OJF%zL3_*
zzL4@IEe(UnH63sM15seQz@1WTP<JftlNK#JG!{oYdn0jnJFSJLB1V%#M8w(TzA;Cc
zY0vNnEOyR0E8^K*Uzzp9fHHU@u2?3Pb>j)ha1g!)<7H{<3o{))=dzW>#iBD0OL6q3
z;_SmmpFpOPDPv?sB-TN*9LyBAL0bJ$0*RHCS<N%`&wR~RtuDsCf;hnwkp0S#O23bf
zjg9n0Dp_7^?d5Q!ehM7pu{^BcSHP^bA|>gKWEJxmC?jMJ2f_Vt%QPY}Ssg5*h6AS`
z9+epU@1^LC_iE%705x{+H%R%uG7jwC-O8fy)Sb^%D4Og2ntc24(d|&aA@9vi?-Pe@
zbvXx4qW0lTsWrp%faM=^y*7lg@s*iU+O;JkOm_TL5vVV*tjeo$*!{PfZnodn&1w=a
zEdkRsj7Hw&Uk5Cr=;S&IFvlI!&fdSGg{OfpukOIvM#V`#HvVIep^nXt-nCTP^iSV3
zkGVNVU0U{~WLHq1ty6m6G*)ia`Ogg#CHKytu?{#Ih(ZYoMMp+ikN=>?f*S^ZjL(P~
zeE9DhfXF8NtTj8u>VFMh>MXjKS5rpssTmMCHRv5^wmCoeSW#cdwl2H(1%$|eo}G^L
zq|LL_4ISVOjU+f|g)?CjDM%I@6`SMBHwma;oD;p8jE)ROnTTR;53FuK0Sjuj^veQV
zE#+v!qD?c%1H`Vsvw~gLvI`lDlmppDA(iV?tz?pof%HaPz&DU=WM|R_{@_LeL39a~
z_T+SegRb=fu9~7jO8|y<S6nz)hAV>#Ymi<T<Rr4^xtZm-CWo1@t@$#>KK86ysn_kg
zH{6T}XGmemPI}OvcHzXh9drY4P`pdpMT9Cguy|@#k#JgiGMOn-Jmy<@!cG<9pJ$<4
z2FBC8T@yUym4`u!Bc#Nc!zM4ZA7j-{<Q)-{-1R>IJf33{N;#dbecoIqS4H;WY?q3R
zjORCJlPbFl-cP$Cb$y4CS<RH66lr#4$RtgJF@mK{`T)eb+bDGj+xHud<;%rhAoAPd
zK-mhY>uBv-@~CEjl~4c~;J_f=c?{de19{Ihg-kXwKCe=x2?LIh3ZuC>mf@1PtNZz6
z;IN0i9ww?@(D}9Ai1t2;`+vh@G?}Ql-|c>JyMJ79GdrzRYVqyVY&|tey!Hf=V3zZC
zm<Wt6U(F*}U;&tM?9qXzV~j_&gf3PFYGZ{snVWY2>FRY&b}1K!@TlA@b99`UeczlX
z1ectL$E{o()a`W?x`GM&`jfv4jR)%kPO}@r@>K;bjBDV=wYpy491r+Tb_5_waIshI
zZL`=Sn#`Mo#?P-i>!?Os=a3)y6q~DkA#HA|Vzndjtw+tCTvpCT#z8w>sn?l+(-4T&
z+6l`=?ggn7dUb@n^aQn;z~ta7$jgVx@o|UjX^IEY`%9E1vbgJ=?=qC?-$uh%JOMB6
zf1DbhzoAbTzh#3*&j{;$Jg)~<#`51jMnX#0uAg?fIf^qG%VYNN@DPcYV0OI}y;$uv
zyjYlLF_}$Ap@`V`gN|o{@-uM8HTh~QG&?)gsDy;z?Qu}BB@Dle!~N@KgN{<Cn>Pft
zvD@RMwsO~X7d9)zxK|%F;VT`0aYgu-PNfI})(=_*K_{`1g7=X~{=0BMzI=qBQC%Dk
zVxj?CqxCF9Ir?BsE#LMxueg09@^r6mL3A<)4RHJ}n$qzX0gYG72)QR*WmiPRhg@f{
zgV<ZE)6bYYl-|GFDpP#HSHGP-!!WQ8tiL*?kPUt$@|NiDoJ0K-?HF6zN3;7kRZEkn
z_e%Z2z#9kzNd~Gc98ZtVXe5n9#93eqtSSF~a}XUj21$+qt{6rwfuot)3!o|p;6=La
zO2N?1Nz~V`U!ahwl-Qu4?xcS2OM<?%Nf4SAd3JPk)cWn0C*#p&WSQfMjh8?)NW^x_
z`~y?zosSGqnl9I0z#qV81aGjSk#Jw)C^i!lsK6n6a(o<8dN$g8cq_Lte3|Oz;@O%B
zXb8{$IkClYR<X-Uc%ypLjV+M80PXpPf0sLOx-vtdB=z%vnyA>D&vUo=Hy}i&zZq?L
zbnIh&IC2vRUyTvGQ2t&(mJi4v4U?M;3};T3nort-{ug$2W;m27Zpd@%AnqkO5}uW{
zwm66JZ1KQbk@2uh_0Q?K9ua{QfVQIekOCi&zSXMz7NAi{4NB|5jcNTzPsc5szj><3
zhHk&r1RBo%l?QrS)<axFU+p?}*Wy58vw%$T68-D*=An{>l)o$HkdhMo+Y^9;?c@7U
zB%UN@*rcP?SMBf@PM0kJ7EnlGL`{t<=#U|x3RX70Bxhw0y_po`y$k~?#ZNlNMSw~r
zc=Xb4O*A^*w@5$Kht>Wf@KuAt$(x|EOzt;t|2XoWP}5SkUgUERpES+rH`q>py8h;z
zz*~qU7C!F-AmC7)BOSbJ))plv3$>U$zWCxos)+S(KS4PjU?``Q)#{okLb3(GeY&zR
zd^qz!KM;f6@#fUA;kxyKpZ}BPL@Yx2LZb?xKoJyV!SeV~(`82Cq59d5nvm^#ICv18
zt9uwh0Z%)Uz~f2zO79c6F8Sj35@S_9=TcgB{fUAt&bx2xU+nYJ&&=$&zL#k2>OwMC
zg|(-X5FD;=d*vzcDuOywk!-vNCKn|u{LgecCkVYs$RS9KS0;6;q;}r(m#Zn@?8)0#
zj=WXY_o&VHcNkFil8D^YIwZ$!WzcUqHxG{<H<T|SfHY2L=%_nsju5DgmLN-Y$$JtK
zDy3Dm5NnRt-9sfX8n8cpd30F2V=_L(%T0(c8OGtcijQAi@IY7h%!_nwV<*)8ptx}Q
z$}Dl(1%dt}C0K^%M@=#NVq_t?3HDCpHrL=?enDC!1DBc=)yIPm<!%PsV{)aYE2Yd`
z{c?DdPjDD=QSw8(736q40<~dsiDT$E3^{qq;ny`$S>j%TOlFhoNYIM5)WxI5l<k$^
zE{%*1J^3<HJ2g2TovVXi-=04*8n}EYg#)wwfS!286NZ0}wcfuO{7R<q5kk(XMPMj9
zi<YXdgmF`S*i8N8tE&57X(c2a)X3vW_3Mw&9ce^sfsYJAcJP*Uak^n^sI4P5o46>6
zqa?D3ST?xheSdy(a?;vp8GApwGVkPg)ZyE&V8B?Q9$OWIi^k!|`J{hG`IUA^4&nVR
z%EO1Z!-o-O1$RFNUi0e`&(0L@rmZAVO@Xz27|(BS*!L~)LaDIpGmOIDHB`8;)8Dlp
zM2m3QF+QNvoCMsW#3guha*tta2h5x>;fK$k#C{7xK=?mcE18~GQwlF|@Gx;EB^{^=
zsNTKnEY|KiT8pOy4891j+kKHFw#vnoCu#eq%J87`-r2Q6i7Z+w-tYq~xOYU#5UVR6
z_MybnUjveHbfc6qyMGX?Q10~Ru99Q;6UXk1^`PG9I{(oG)C(Ea{=OLujOnn8i&ijy
z<NT(l7N}3LCaKTEY=(IvstA*b#IKg|-7n+HrbxH__yAOVghYH!2}++4|L}fJLQ>3K
z@HMDIz2TIb)j}OFl6Sg|{CcbWnCW<`$Ysqx(8gW(0F4jL-3*)0#XG3<R!R~Lm(LE{
zXrP8zCaGovsb<%ajtP5((xR(}{py$%g%rode&+$}4?<re7%QfB$hzn4+53(X?$5Oh
zJfGv}e)+`%-}=I9fphob6d6HJzPWy=*3dIPaKF1wpNwtU_e>6SP384|{)6*MPk5o_
zRAEi`=ax78!=Lh&N3xasl3*`^n!-Z_^?Ii_adhrzmNOGh^_VEPJ7B1UrTl!faOd)@
zR~M`jMBxB{j9+c?*9a2qs>L#-B*T$S_e)p^0&KyXJ2mOglXfu+AxX(9Ad<WLoCwno
zR(~pLB*>R~ccg^dI(VADHY~2uV!~=Lcl8K9A3r$X<qVG?+-9B?TYYj)T;rGZwo$6x
zQcmViK>Wt(@w5#A!qNij_2s2O|F%~G_W?~-)+$)bLIs{;(loy^+&&#Fbw1z(cFVP*
zE#vv_^$F>|wJs1_xB9MDlB3>ih0JDgL3py^9S%%={9cL+FE%PzPvlORzlA@3v~)FA
z{BS<$(a_mEB3d<8RPR5o!MDXXgO`Hd?}H!IJEgP)VI`G1?J?l8=0W&wY~H21WW4n8
zaapdd=knY~?3A7Q!h1cSzjZU8z?a&}_S_uSRGx6Ot)^a?9yxUmTjg?|#|srjC2rj;
z(>xmF=P~;_D|KB^d3Zxec<9;oq{00dV|dM_VyfJI8Mq%F$6E?;P0i58=6wV){&7Jt
zhi3f@#Zf9X7{_q2Tq2{NVxTERFif3^aAk2zf1gQBKcy6khDhdd+YyN9P^Sl0EkVLg
zo%zz%_8f%IMJfxpEao}T>S4*9yPWmua2jrKH<{(#HZmgbn4(L<WC{p{s+VOj)Hzsw
z7W8FbZ22Npun)UVi)S)wV{7>7g5l=WOh{}^^o5D+K+r)sui#qo61QP9!SGntgA~4|
z@vF5B9K+EZ{!-&XJf0gHmWDG`Z!e*RM{nO6>HV5cOAkfv{D$LBrieoeL`Lk$$q{MY
z>>2EiQOa!31Rh_w8zD(MD>ZwOH=Il$gt<ErtT+EbrGu*BXg`lKC_mT^X?%*q2#d5H
zu65I%CDMNH@Sezg>l>fTer@E^#)hvrv8{|T4(apIxtX8_IOoBXg}-YWBys*cA-19g
zv)yQPmEm~|AXWU~j_9a(%UzGKq(6OuU;y$1xR9T`MuV3Rd*k@P%4hM&$cOFAqLIsk
z{0xS(EX3bW8qpbT7PW(d76%7|lE2q<d@k|g^4;r21Y%5dj$5+`aCLW@lKoD~G@@TO
zIK(0e(M?7#Uc6dak&9d`*Y2`aD^#aVm_b#c7U%e6si+IAxscE!c*QR@Sl$|}^(ts(
z^?mbs4>=19MsJ*FBo-N4hDN1?$LTOK$Y;f2FwSb_@DVf6&4s@-_ioFwO<}S&!vILT
zCZ^&wn)@9YJlTwDd~Q%9V_2XZ+=8?ds5hL!dvTQ83_Q>*_4E?r`MqNf1iii{IeC-A
zhzM-bi;D}rUm=u-D^1O1mNO(^$V8!*x)Vfg^a7wUI%w72d*V()LD5I<KH#+_g+?&;
ziVk}03%UB?;b)%L?ghKX|L(MhqF#Lm08EWCFtuez?fQ9Y42aP=9zI9dRVyng;$K~O
zm4G^g)!yiV?DBB2j7!5OPQL&|gQdd8BawwTTrLZ;ru#dK+KGB6UTlWuDgxoOX}@#<
zZ;KE7FIaLNjBEP)XQc;(q(vuh>cb^o{M%9rwof0<9c~T)U519cD;=#yXoN!Me(P91
z2qgw5zhP)bKCr$)ryO{zKQfwP>+ahFZ2d!o8`o889rs>-WRw560QL;8`uF_<9H+G3
z7Xsc#8NdX%uwC(Y)U;x-eYmiRMAS?sjlST_HIw80q|4b5hD*MT^Dwz9t*$OHt?nJJ
z(cqN-Yy)W+u2(g1aU{qAD|_`4#QqLXS%~#}vaC#|J0K}zI=bZ;)$Bifi01HXKk^q{
zSNkSaag|ErF5nG@EkxwV6lQ48%!tIVFgG>v)f_a5!T*2{eKb1gZ8%=wS>vUR0nP_v
z^L~Ly-|g0r;mixb)rpEC0q(DeiTWGrUw)aOuWVjCP|DEcyE}i()-)jph#=p!>t{+o
zo!HQRI40z~zroe<y3_}$s&}d0=N`<e&9~TLVvG4p&W7_pQmIv?%<2JSidqF%^6lWd
zm)ty{^w0XyL|EIz0ZaKq`x^D`VuhJPZa-k6$Q<6xK-@R_&(S4T7@iXbMcDq^y4M++
z^K&-@&(dlF!V3{e!-_^B42(ku6Smo6WI)Lhtv1RXceH}8sn+flP2^n&k^w=6r^+3H
zI2}l4!A+UV+4!7`;V+DYQx7#D5*mdvuj`BeW>3KH7s>ht3|N?}8%-+F43_g8-p)5(
zXAh^xfB}|pV}TRDyYbA<4kg8DHkpM^_X;-v?H2Q(VVpRY+CP-OYYmt|o*Q`<@K>%l
zSzeC%FRLYekovPuT42oB>s77yU4v9OUlS6Zf*1xLpFk`%m&3jmF(LPu;bwTl$Z+}O
zaF))e$B2iIk&K_B9CyvuVk`o3QW#*(g5(7O2LEi|b~1KuvEiB~KdB;)&sOxlaM2$V
z92F@uN!bB0Y0-o0E9v=Po~aGk0GN!v#33mC)GN3<?fBZT%c<qW19OXMAX%>S8#^qc
zm-nn}sbA3IQWhGOq!vWQa3EBe135f52Y^=C2^sl<ef1plu2wz94C6r{UPSuyHxi#q
z?unsE^$8tMr8T9O`wgDRW3vPO@05uwxs(&dw@>VK{`fy(;P3PH#dO646$8f>fPRh3
z?!_$@VG?=nJZbwo)p&q>rEo5{^seX&{nViL$Bh>z+d+!aU%w*IYTvx0;DIr*S-(aB
zV0@U|R0uHT+S+~Pb7e)7U=-wAM=OyVOy=h}@7~dN8hY*v3=)Me9Sq*buM)C(cp*op
z?!E(*xUmdZM~iEdx2ivG9_a3JMX2d+X;XwH+t57<)x9SY6ueVsgpnwJs%D6^V<9I1
z`58dP&7!^w1>I2M33$%Xdy>JWb~Prw7B@h=)t{+~;;|bL{<wW|)Yeu~cDW+#Vkk(A
zwzmMqh<nd602J02k2D#7dTWN^wXN*TMm0AxOf>N#q<Of#(Dn3G1R`u9%IM)OJrRwz
z<TQ^)pLvkgy)I#NvJkH@RU%kP1trAr2@^9ay5awrc;O*}FrxaGh5$OioC-F+@tz!q
zFz#eC9Cey|f+e@pG$lT5yb#E3{Y-!`Rz%>t)IP00e^VkFzZ?f(=XdY>`qK4&FZD|?
zT|lHVSX?~2*vu3LoZyUJGDQ_t*#{#mC-Q|FF@QB12d+0qwiZK)!nyt8=?vUHBM9g#
zJbguX{|v}t`MzJN*PCh+$Fn*S`2G7sP(CgNpct!|UjOC>{VRzXKO7l#bUn%)L}n9s
z-Er8g`GPJk1UDD%=@HX;J_9h>xrfB$I=_MYd=ekkh&M=r$WZ|QcxoRzq1l6dUK2l%
zjZWKs3_ZVna1h73Xe+R!iR+8DZYrksvnW!}ZPwPsfTGgNS$z+ut(Z-_2B9=@O})d#
z30zJ)Y{1S0&8EQVdA)}R?`iUQc&@mdZm2oZ`vLVcbL&4na|f><vQW+iZsy6y?`_fB
z{X~UKwf3)mNe#z(g&!ox&kbMO^3|(Xek8s#dOPb_jBP<RcSjs<yHK!Bqw>k{eZ=>B
zU-$wXFX4#0NK@<$9UV?2-#O9MGp)dhB7>uW0<XNn^qIG{xd3eBX@nEbc9;Jf;_>k@
z7$#3RyM-Aatws}PI3F0PSM4$ZVIH7|nY=jbpM=ZjMFYrwSj`#yR@U+#0J5xp5s%Ag
ze8kRSOYxMr_;pYM%FT;JN|3eqwXI_Nr}6p)-@Ok8q??!4^8SsPsK`>St`i9ryOaZ`
z&eFUrP<fD*3wvFO7tfFjq=<rgmKrZ^;giG{kbY&n+A4B!^<n@7-+<opxt}YT+ml6p
zPDSSR7IMxRg9DQeE$9eF(gzW8e7rv88{a@TI={K~WU>)3{}D;-b8&GCO3$r8?g_-5
zRvp~W)5Ig)@q_5w&EY9H*<0Ml0as*w3&d*lxnP~iTnV{24>Hu3m*vjKHh)R#`RQ+(
z)s+Zm0Z?#Ri@n!Bn798^=lFQKx`Yf!Q2GGpnO5VBcmDPeLACLm<BG3Ot|h7pgg^8)
zJBl{Ps-Ee%6xXjuT2WjBN|?bK@FSY<Q#vF0Z|T4Slu4uyeGk3jo4RScyGHrFP{=NP
zwbe{!Yp5q0rZ7fxyaV{}YG}dl>=5d!v0QV=#Gf;oZd0mPE<a^;SVCGWUKm>Goy%oB
z+LEQ88J&aEeR-s39<T%R^TT81X&>|!9t#39CKfR5KQ!<H<LJx{HcK(0zI~$uD=p@7
z+EHN95vcg4F?h3WQuE*0JxKF*eMs!dfu>pgEU-C^7!l(VA)Y=vgg#u^0MssFF2Wi5
zDuB)pGELn|m)GVi#NWWUa=E)qfxG!cUNwo@_KtNRM7(p>`=UQ;fl^nzDb93umWSNk
zE%Oo5ed{*NtMek4Yblkj8a(K{u;vKL#n{*d!>!psg_5e{30R$&eUH{?ny1Qe<HUY+
zWa2us-pZ8Fcyx|wa@X;8_({mRM&00Sf+>UjWbCeSFx4uXM~9f7KVpXCj>fYR(N&ba
z!ilyMXNQ(!GX9mhXm34>QKvSuV3&hmiU;Ll%~>XWiGNE1tE+Mw|2lvKsT~~~d}3{t
zXgqg+2xT>sg2rGvH(nm4fZ7e)$@sV+Zlr#fD(h8p>Sb;?VtaX2mzS>!drP{Qbf3}|
z5s6_ae52=A%OL?VZdC&iRp;>N$kwE(cpYAi@HF(rVDvmFLm929-I0VjD66VI0FOci
zW)pz&Qi#dW&ABi6_K9lKu$nqy-KHsMw$XU%IytZAB1h?!^<vHGQLIKHix4sNLcP9G
z;wAqnUfYe7GFi<TteZO7fl^PHZP=!LeEW%`^B}{S&i#x>Ic%zKa)K+z)_$^RFCRiF
zN4YfTcwOeTm##_7LBv%-SLbZ)hXbZL?t`#jHMS`{>+Rij5>pFGiK=(0KkYz0;@|Vm
zjH-l4?e5&=7c!z>vF_+LJG}g;OF$0OB#4eks<$%NwIixbJ<-5dyX7p23ThbWHm(k#
z|I)o81FaZMNJs!uEGs3=I;?z09oL=B_f4iSuzVL)Nb&Eky%b8q@>A$tbZm-sGTS}s
zO54i?yc1N=M}<F5AaUQZMx<7?C!{Fpfjt7s37Y`z|I!g&#Mo=N+PC+tKh)&NXZf0T
z&fH4+YJOzr7_hWiJI^B7Q~6R>D<CPKR=Z_DqB)%E9Tl6?)heN3wj*j-?&vrFG0eMt
zp3uo3;hgq>_@C0R$B3)zwq?HZb8Vrp3JHsIGL<(soJQ?7{o*c2f@J{%TD#uIBvlgJ
z-7s$M#VVV2R$Eq6)3N66eboPS<(S>u#>Gn{9519ev0mIQ4PL~lI+|sghO4AluKhEf
zrQxnqXQgT{&~KLz3!*X%(X_WL%3Q51|75&DARakqFx#*uH-28~uRHl0515tCrs&uA
zQ_>>!I4?o2^lwe56VlUQyv{D9P68H|6WaN5!!F&<8n2^HrQG8BQf5by&AuDnPwUVk
zz*z(bHUY5%We;nSQ)NSuin9{^^-dXZt5lvc5lUAlR>r&=fQd<ycH$;R8xOn$UlC%3
zt5&3D!<`A=KQ*?v+vA}Mp8QUlN(&6lx@`%+XO2ELPb8epdLpBIWYHOk^Jz1XcHKe+
zI(P<q%T36r;{yu)S;fHPfn(3U#Cp`p=PbbI`l#}MW2bkvuIK~15fpY9?w0^T%{L$^
zP*J?brra0M|Gsm-fF0#IAG#1ZEawO>72*^GI4?D&lu%#)i+aN$R=l(2?;h%wfPQbi
zHn3I`g-X3WR5i<Zm6RG}*YQGl@3n9|F2~;|^Lr~fP|2?K6<b6gqoTG=S0gO~Rl|lV
z6O1si%ptd+*Om91pB(B=*y49T74<^7ff7#)fV;s;P6p%0O{&~q_>M$q8Y**$Rg3Ph
zLgPI`Ge{3E=4UnHA#@IUG?B{&YjZPy1jA{|HaJW2Hd_Cg5Z*MWOKjfJsO<}bnqk$F
z2w|I2b0PV-JEj$h!*KoDk>lggL%6eb5Z?@UQBCG+paAvsNHl!!ipH*9Ub;?NzRcZs
z+^oSfCdM!ubSvh8j_ux|M50u}Oh%6PjU$0=C^P%?nu4$Tk(+0e(j<jl)xY@4mV+D%
z72_5xUfgeUKAaT?An&V4m}T%185=1tuiDuyC<k2daz_Lnxu}H1XX+hIZo9sym2MY5
zyr@rrM9k!H5s1r^hc1RzuPK2}Gk=FQO5r5@xj9V=<~R|RQOp4y>(FDY8!xj3U_-s>
zl&KGT^5hsbL^M7#h$Z5sBRJ<e91l<Q5e0>ZciInn|JcGrX)cZ?PxEkp?s;Gh{Hws4
z(cvtAQF2_^&9ercY8*4=&<a;?X=#pmuR?w(dtt<bN0TevQIBzyw?0(Zu~H#q<*cRK
z#UhKsLQtxi)N?%tJm?E2>~*ScLHbouP*AY!>oY5m5<q=*10=YX5+H?vy|C(z>8V|}
zTjo&Xa%`K!Zk2|+b3SRJNstQc1S)*pKOP0r8%}XwA9mh|%NL3{)J}{*pn%zyJ(PI2
zTNrXs$)@%(uV3X<97n*pYgV&lTshP2?Rw+k8+e-^9bh;W1~RXDcCuQAS{En(3dwBF
zFt!k`DADL$gNQW1mWw9Mp7hf0MM18zH4RDY8sTw`@j_99(}W`Rx-1O9dfz<859+Ri
zEyGqo46&dtkY4h<F=JH_=x=*={?uIYxRCicclQXaRMA6x*m>NgP%akp72j&MuPvJ<
zzouTsGWSPrA?L}2IYh|#%1^ZV{4lQAc1;Bkvf-gZ`wh?F?9l5V`YwGiYgFq<wVPj^
zW><HLI5-h7*Pz2=d_hr3hXXT@K$XtwF@DVAq~kY`gqCQ?7w@O8dZZ?~wV!G|$$R`6
zn$2`;ePSJ6E0x#ZVZyq6X_}_j*X=$8*3hnBKi?jILC8JP-r%ZBLcNV^)K{ZhiBV(X
zPk-Fp92tW+cAD60)jukkC$rrdPOJO_lfuFql)k|yvAFrVPWhybuY5Z%&yvCFF(7a8
z5;xrDQur1gdhfe<4G-=K`fAiWSZl7{r$<r3vP-fJ=U;o!&@<`%E@<rTrxCg7d4T-%
zeAk-#w`XJh7W-@7*dUogB+j+Ld>$L4{BmgR&WL#x*U$G|t0#Tq-zn4_tfM2|AE=OB
zICT+1;7Otc&TG_auTsI(!T$&N9bBWeJ<_^Pm%yi0Dg;GSytLu9)E5(_`k#Jy8Y56h
z&wepZtHmMY8dGruC{=cE-;&}u@Xv@9-9+c=$_NwR8_KKrR=tj6_H$CI_mSbmXreY>
zYq|ub)b@XkJ)KLgN@aC0Dk|4-tt<X8-TtzbU7Rb!TrfA{?68*sr*x+md-Jx`sUGrS
zy8#edKs|JyN^5noHUVjlB1b^vte^7&UJx(<DszMIN!|`gjw0Q06uPD%jL*XYn;&_N
z?TW)D-dRE9;l4AcJ5(%V>9DUp`2CVgn^E=0W+<`u6@f3Jb<3&g+%VvZP^#q<j)133
zZvngsXs-XFrkNRAfvU<xYd>Dr12+2unMvuaxfxs!d%5F{x{TD5<CRkooTTm^bl$_t
z27_*pzZqM*j&;bRMuuvX|8v%FZ);mRD(v<yYr*<@v!&RnM!;Z^>0x-+dBK_1rpIW|
z-`1t_w7M2bwP{q$olMF6WG;(vJ~?~RS4II0vH8e_gE7b8<RUYZ$Er@d;WQuc66)>=
zhSyAds5U9~4s&usUbdHd&0&J&?vZ!cZ*s1@M6&wakFJ@n@}Cv#>+cCxW@41dV02`s
z=z%gfNy%pc5r2X}^0Lfh%TTD@5@dTxL0C%$Uj<9mw>-heYUG)<@-%3SGTTvNiMsEA
zy*CGnViNyuFf*I~!S$;7{9Pwc<IDH&r?0&GN_IXD#Pg>J9?)0EyA#5P#;qMhX-MXM
zsjS~Em>s81e&e#$Sk_K%dsur~%(J4^H}QNi9px96mHmQE?ZAKjn%AuEe{uDeaaDa$
z*Qml@QBtHqKtQFtTWRU;ZaC82BHbb&4blzL4bmW;hwkn^^tlV4=f1!D-Vc1^>~r?s
zYpprwm}88oHoGDN99JvksXxr;c<h4RaFY`Yo(ID#@!8GZN?rD}vq!z3NH&66t*!S)
z+(I2}@y1oXBRx`CsDyQ9p$~qU)>a(f+BtR|wcO%C^zT3`3L(Jf^Jaa1X%UbYRD-7@
zOOR`uR0_sTl+iEHvZ$NM!8pc`#-KIbZx)6L(tJv3BZ(UW^<a9AecmFGyGnU4pL2c*
z7~Dc%tCRxX@D%=<3v02+0HP^WvFjb8`4gU)o>e#fwiuV(UI)fu7VYwt?9}-dL%Y51
zWbSyZNp~C1C2!mQxBJ0xg21TT!dxuNvk^yjv!Ct<y*#CSxfAAW4PO}9A4{CROmSwT
z&8?(6oAQa~!AVH0H~@`Zjjq>RP4ApR*Y`s)diC*MgBdqW4w-O471&KW$GA9;7ZUYp
zsJEOV(dixsk58eZp>?*ad8~!B&@($ui+RHDHS$Uh&}04Q_Fw*~mz1<bFH{Ch@eVo*
z7{{rnrQnvyqtm*?v(o+L8v6|a<)U0+ZEf240}BkBy_U`V%+=RTzmFkr_!EOKijXps
z#99f+W?hyMKD3@cQ*AxP=c%e6EP(J9L6Qnkl6T^Fl6YC2G+FOibSl|D%&vBM9p4an
zL_b2b)FP_%|91g<aj!i}Fo@&9HRt~_)y@YdhR<w>H8$=5GNScr?a^kmuamNL`(r}J
zf`FLaCDq!|1IT1+NWuzby5ZYDzQ?8n6z?NUl&Z8*@6BMz|L@n1H-v}tiHJQ9W609B
zZY&``+?#rF)I1!yXc+>c?i}df{H>C+d$^Ms-FO1dcA7nVL!R9UI`|U&wA5m%-E4}d
z*rNPa(=9d@pUG}lmQL#`pN3T00(!{tWrpuf>w`PyV;&|ZmNpKvW!EB}s>0V+dhGie
z(gfCj5p;vG2Tu2@c!q1<y?BOMU^#IW^$NcE1Q>t1RYg;98Z0!B6&_W3-Rg09@w{Yg
znU;#X*jQnMY!zuWT3ZpnKjUjIn%gMaNvL0z;$y8q<XO;B12~c?L4;VbE)0c1N2Vil
z27`=BK9$0H9cb^FWEQOkXPZyi2O|<2tu-sb9M1o3E{ei5_wqOQnH``qsf!b+ojQOs
z05)4kH%1T{(}-NP7v28~T^c?0>;;j2lrFb1LbIeIc&^UdC|3|kRbVklBiY0gUm|84
z%5s1K!RM`z-CbuuK{XwGKtRzuh!7*OO(BTpy}q1d<?{OQ5{uH&&K2!i_=^P|uA3UJ
z7EF_{vMSAyq_Ooo=jYFTZR-W;%PT=imYI;`K3XZ*vhQKUXoE`e_*87re0ByqWMOLE
zXlkmwCe0#E)1Y1op1tZP<D>t8f>Bt}LL1>}iDEjm9T|v5Q`8W3XD$z12i$7GhoHqJ
zMpi8rX~Ct|78dpRyw<e1^q$Jq^0XkY%9`?We^stRVdr!Ed_z}?P&OuLZrzvD?YqoQ
zLJsh2sG69xTKraK=Q1}pQe=iT3FC3*!(?neXMZG%$K<`}^Mj0iPvWaG-O-g=;dEOb
z)P6C<re@4_xMNnk60s3Q@lM@sdQ_VV7<-TySF)K>&zo9cKpc8GJiHeVEQZ~HUjI}G
zq`d{hI8SSvJ%$ZnhvVu^R|+aHGN=3Fez)SeQ=~=L91KI6x<f1uk;~pb`p)(EmXEiM
zmPW3v9GU&2d>#nai>tRs!-lZhymDg&()gpnuS7FzU4pG0d*a^R6&~&ephnN^Kd}TD
zSOS+FQXr~@9|=Dp7~0wkdF%`mO`&}<H~+P*7%Y*Y=iM9}R|GQ{Es8P+Z{aggc61BW
z5|fs0w00fXT}dE#-&`Q1dDK*HEB>W_{~l>AZ6R=wsLOM@Pb)ijQ-8lM>bIjE=|q8&
z0$7r@;qG>nizyeuI=)1Tn?<0W&j84&jjCMyfrj>%KcR7g%k%ZdO*fJ@K+<?v(cD)<
z)*;ZDixCK#!rGn5K8u4Ck^pyAmX}vA-o1g}#e_QTq3f@-FBTpO?`mEw4o_Dey_qT_
z>9r-Ym;zc@SNm1faFU706%PApFBrR!vhfQ*L-YqXR-ELZrdAbR5LoZy8OFLZ%eC91
zB`O-Ae}6+Z4O?4MFJDD^Y}E$XwDSA?Z`bz&GIA(0e534S2Cs+B;a$N*jU0Lwe60i^
ze$Hd8_L#&t<PE5K!67d@5=LSAePc&ph{7n1DryI>%|*||PWmb+l)yEgK9NLyj*a`1
zX+HPcMAe((r7K=jxyGfO+nd{4!`;|hCKG$k@burrb2Y^FI}gUGt)xbR>%>=-fGZ;L
ztc}Kd?I)lr6R-;O04mu^k55%Y4rqh$vECbXD!=G}F!FWU2uM_3-nrsd;(7VG;9iLC
z@us+Bqq^l0j34#n%J`74Xa<4@K!<#O(cz(UgYcw#|MtItz}Ia!ZjU$?oo6*C4Y(2j
zccatG4ud3un-)Mia59na@#sN;{6;W3*jJci8DNOzU+hT#LjvGbLAVVptqXC%1`kjo
zfUmHyvT{Dqlx#j6)>6>ZBL$)BfFbeXVIeO;%M(febVAN{16kPm-J)LJ>(N3x;MMJ#
z&3)F|{>`m<`G|2dQ3z<be>?TR$j;d?oc<kA_cMVy8=a=4uJdiff8_DY<I0cOEfDt=
z)LafErW^f@y#?m8xFd(#l0rOza?_!sa*Gk4ypFH|D69c8s<5S-ryf4{L_}&BA|?-B
z!m`U-TVXj;H~Kf{!}9H<4c`M7NOWGJ%q~WCP=~0y2B&sZ>2HtJJXURiQPaVo&kra9
ze6Il@SRVwkX<fY&#Hprx)~RMrd@!9GTjz&H-tfZ5`v&Ga{anPyg@Cg|Ks+z4>%BwP
zRO5<)jB>q#$==oJzjnZW&usCRvTn$SHAY|X&J9y%ZUU$YduA>!UQU$Z`E^GWz9{K{
zLXp<Go!a{u1^o%Y(c5r=q|ZheFtvU#E#li0a49eacwy^LCw7->tQVfLS!tp@G9doC
z^DHQDU-bXgj`{I_sf?t<ym?&-iWYBQ+Aw&(iKAg*5}A#S)A<_WASgP_5W%#TSSqWh
z2Q^1OH`AkccoegfK5BO4b`m`2)0iC`T?PUkw!g7JB@Y-0;-fzI93<xb6Z|Al06o?y
zNcvsxBbpO9sy*tV6pH-`xmG8Gah2+J=W6HSR>7Al5b89dlf|%J!h6L;h+?kYwG$8?
zK{U01JZQF|=6^&^8;^N2P!b26U^#;!B_!sPp{b%FDLVj>p8jneoay1Dpp-GJuDY2N
z>p4HB{r+s=zzp(F(?nk)l`RV3Qp20#VP<oEh_v_O^->Y{_*4|UeYvg?d#S958w*r(
zp*{aHCmX_ey;^n#9l)f0ls|2P^XZq6*6_~q^Cy5FjL(~k_>&$^QfYP}&nAw?j|M6{
z@WIh>z}1cDFPkHbFWuXId@ALqh1%Q*MXKEfcm4;iHV1E&^MBn9|EMnOiv;yhIcy32
zPV;avGOanXpo2%_4RnE@^k!+3mJqsN^&sGIwz2nji-x#TCC{<cbADFc4HV<c9rQki
zdw~YBT9r+f(9*9FL_vmY-Ga=ny-2PXaf|s%d70x=P|?2+X}#K}mklL$<4z8HQvbw2
zGCSZ-hJY^IuebNrHcjk(Ql8u`yv)TpJh3$1Oj=USKr<0IXnAz!(|M$yX(sRC4!cE&
ztUHMbG^zm2HHppDafGbi89)ct>g-6lt(pOD*bV+n0Ma%*TUX*18JS3=#*-_W?(H?t
zWqRst<ozl7@%Z35bEzmF?!D-ype!q>@D}Nq=>`B|zc#B&dbOR_*&AY3&QeEdO8_Fm
zBWqpT@JCkz#vF`~HlPC$b4gp<3H5e4MjPyarQ4m=GjZ+kfzy8dL;SvQ+Ln9dqWWHk
zX!i##Jx)`cP1+<ZfFv4SHJ<%_yfz?!PdOT+c}%HP1fDnlfSa22^-(iL5;RWMfmYPy
z<=ayZkINK}Qtb=BOb-h3Jbds6RK<q^S`KjothMPS%#aJ}f>a3z>T^G4@B61~BP*nY
z@Tlfn^r%eBxhLLvPd>ku`YMk&hKVX6F3O|&5fd{9ube`)FjP^wu(`$jRkmL!8qwvq
zmbbs&%1|pJ_{#r4%l`P|{$W|CrH{$U#dLV!@V>Fs^KdB9Ve@4ZX`k^S-<GWyU>P~4
z@@uUVah>XPY*FTh!`|nHbMoanmQHz6oFNb^5pwe6ZjQbz@)T!va2!^`&cOdaT!5@w
zQuUo%$R63k+3T3@EAWR;qQs*HX^D38jiinsBCZ@O)k$peuFbi&w+~<FG56v}a|CGZ
zKJ0NJTIboLc)IXiwCuXBn#f(hX7r%Rx1%_V9XcZ&Cmb&l-r=J#YHNU;+b`+Op@Zq#
zlVjtRo)ltq=gp^oVJ+?LnZKY?=TvvR8Me~i^V>}#!&!K5I4fGBA%w)0e}`J5uF_IZ
zav00M-9WLcnRC`2jC>>eqWYpB%~0O>p%Zu$@As{yF(db3pVX_A_-14fy}#IA7FW~5
zP>_+Ct!D8On6ql%?@_<MNo_B1dbT!M>(iY(h;*`<q9vcpMzsBd)$49jRoZKXHk;pt
zHc3yh<Mbkqr<OZ_*ooT7+5wqzg5AVkPCE6nenXEjq*$4r43p8R?&+;V1(WH)R>M}2
z6F*9Ba^h@~^UI41gy`?`gf=a9L=Out2y*<@Nm?XW8p|bB)pbV39t&qxJOvt}i<sSC
zwm33vW9&M^GCJ_cX^;~HZI}vGE`k|8L!(;v#kSDVP*Wi_4#`T>8enQ!o<f14#@rO1
z#qK&u0^f$i;L*~6Gx%Y7lPay=EFbvoh!0!Ls87#O{4}NZ_DU9^hSg=zJ3^90@7ZHU
zo|?ieu3RvDSyB@^T0|D>M0j$oHaGg)n?*5M8A~U$kdXba(PC3uzG^eybJP?d?`Hj`
zIs8}FtgX~U9Li2>V!ZyAoBKDhU-AC;Zfi(}$%TV%Eno7#+N}4v$!akgGym;=JU)9N
z7GD~d)D+4(5e{YsSIJ)eN^(hNrlGW_JNw_*kgnJhC>afnB<L#QQPI$JSK&eRJ2w4X
zVL4Cp6O4ydseJu=Mf_K*O3iYAeiSk$7qZg?bcLVU*{<_;w>Ykc*EUv-&!cgy3q4*w
zXSWRL^08?b_o%f<Bl^N5O|5O}3>nog&2ehh@7@QdA^~<rWkQY4PPVrPVbQ6ncw>85
z0Ws_l=U*Lh7vI0jYr^LBNyLy|OQ4+lx-(&{0zSuvNAmG<$C1(QdKy0SzCH9#dS#rk
zb~SKM2`#k<2OEV$1h?>O%4E8*T{*_+=;2i(N0Cs#e?W_dTh?@wwacyfsa#*!I0LzN
z=9)WUwAccTkEsFWkf>UEnla$N8>e`^{spUp^xKh7@0W4E{Fa9F%hMuS_y(@+zvu#c
z*1vWO9y$thuJE+togb@xrt5Q{+I069BY_(danL$Xvt-IP!tGnUmdDPBy;3(|ly|&6
zt&&^w0_|D#p5<iw_Y}J}J_@vrGu@)}vx<Nhpbd^@?=Y-hGxa!U>DxCU$Aj6C3igN}
zN6Do%Q4LVup5wGbcPMiMUehSE!s+Rd;kgm%@@86mW{-*t=-Omc%_T=6eJE*{fpQ9`
z?<IvYApNPAPoDDd=^bc1Bba2ageoNG;ry<o@!YZy_<YtZXuNsvkhGgHvzI?Ojyyes
z+0uB}Aa#6=H+Kx3>M&2zTo|hkDQ3G3-8&gyX?9)SlC#yA)Xe|+ovPv8lPw`jMNI=P
z-cl>ItD*2TekBF4sI5us@mX_WVn7`yY_F4Pd#XCCIgrlDmCxR!;jsLf(4mbvE8C&O
z+kBA0c3o^IsN!ULjWo*&45zNJ#WysZAI}4BO+ggm4)Xl|shfQ4l=wWu9=6@jwr&v3
zHH{>pFSGYjVtB^_6px6KSB4tn4Pl2y`FesgKOwF(;p~oSu=RbEp$nvus_xiQED316
z{C|fGjm7AZ>0A*fSc2^-8eXWwF+MuAVbMoVud3(0oDT#e-PvhF8P@oQH)4ice?ERR
zytIU4xNu})?#!oa#MervniUL3;BGp(vAWu?EZG)ZCgwZ2sy3ggP?dlj$Hw2?8ZsGw
zNX=p!?oHDCRIe}Os2NFelBU&~xxe@G9bGPaZnuYF%^}~8>)RE!lH=5T{j|Afw@p*~
zNv5S{eGa+{GSVSb`||>p1;7=geer+-PorXJXZ%@<fY;*b#%5Z%F+X>S7j)w`Z>}8f
z&UD*BM1a+m9CNhiv(?yw=0oyI2RXWsxH0nPCOqY6u42trqAYoOo4L#A0b_^Ta_c$o
z2T~}{()QL{r(1s<xX)pZoHiGHjB?0FVpxHfa~dQ(Q`eGJ-QS$<t}OK6PtQENy1Hs~
z)-LBtu9KvrtqxYaT25_bE*H*c8e0t0FX6iVgI;6jbu--Vkl5tg^=phA=4P;*v9=RZ
zWmC8gh**q$kHQ#hUe*glYk6HvIxk5v`k1-v8eWUDFZD-RG;=hnQgsK5P%|)GHpkUW
zaq1s?E-g0qh{R)k*Mr{gd7NC3N)Jm(6WCbNF`L|h%R5YL<`a(-p*VU`7}*PpGq8D<
zY7r0hUZUZ%>7Au?W;5q@gUFWxm*)|;ikxL`F8>JSWHAlulA5~BmA;ogdjp4>z@ZY=
zWpTcqUhJn%(7#7dB~rez2DD^Em5lH+o>b(qMeRf+Cz=_fRYFls2g0!^<!-Hs3h$3{
z#zCL(n#A*%e@RKM1bvrVEmM4D=|!B;>Dm}fOcz32dFojt?RDdzXZS3jOc>4!-nNsr
zjm&l3tTqLdg;ngm&!W{OLD4KE%VE7ITwuI<m%Gd(vjyO~3<~PzI{mN$CBdGn6E!k{
zmRJ+Wu7XtW+$5QdjZUqTHLo2D9xPlVB(Ga1Y$B`(wCE*9x0Vk7WMXhEA8_A)nfoz;
zS}kktY$aD%Te^@sH^GxJQ~f@Fu_5Dd{)0-nA%b;X2Eiud6(fKj=4<v|J=+Vl#9L|G
zR9n3k^lqOo*|T-oHF;WMq~gNb%)Y<-YcqDp${vU29cT}>xmuoDewj=24I<fJO|qH~
z7OBYe(E7c<+t6;!xX#h&Y_=Lgsg~7q5wCyJD6Dhqv>(Ix(B4aS>7z%wD{Jl!tt@oV
z^8Q5jH})mG$9b~Q9moQ`n&55e+a3-MQd6iKQ|V%*lnoBa^M9UN9p9lWtseYOr0sGD
z_q0OYfU0@ZyX4WsjenV}5oY%P)}i95efp;uucfOls8OrpCl!g@8(q(GM(-;-yyxgi
zQ6O%#<ETxr*9P_tnfW??MyaVx3LdiZ7LQzC{<Bz6xF**4EAb!!SK5Ug1YnM$^k&WL
z6exdl3CKCL$vI)+?|rLEv@o)M{dyIzqe^*|N%bz$cysxXnf7EKi=V)nLj3gFGvVUK
z<;r4#gwECCD@D7N2;xmGP<!romKy;OS15buWJ+h0yq@PniIyKRC9BM^8p_uI7W~bn
zQnr(lJjo_>B;dc{y17FnpJUHG&uIzhAVXl(Z13n)@r*CJ+LW-6kcC#++LHS~3|np|
zgq$bu_iud0rgP%7)bi(yd@ihk=+;}0T=KidqyKg%3*J>d2fp=5iHUxH<N8AwDBd07
z&ye*0wD|*$jv75FkzWHLByM#?&ij1dh6R=gM?9Yo^#(g>q5rZPPs-i8u0_7k7O3xp
z?9?fmOWUL+A1pec>e>isRx`o3c0^Kn+5fDHb{zNR`55fiVW7cp%W%<A-mz^i8BQp9
zONT(M<H5Yl(~UJh&5pnFi9U0Ra$V)`bz@u~N<{e6nBVL658G)PVN(Bd+4v&gplsV}
zwR3iTJiw~AdeT!?olkC5)e;>Y6%abbsVIB%VQ)Eu4k$ka($Z&%&~`rnxM>?9&tZ6Z
zsGL@z(%p@ZHv`GgD8-I;x&G<|W$~6byRSz`v`AR%_re_CAf?Xn;u4vR04|Lt@$5eE
zD8>V+#Ai9}AhWdlu}cW%vn)qP)WzK~yeGC$80oUKUGz%5YS46*ki{wUPPM~fisEXA
z&j3}4gQ$~D3=vyCy)~&FcOaTx@VPJ;97$$RSAx!<dTKgIeX=5m8@l(LMGRXqx%Q0^
z{L|4d?`Gox56Ig>wX<LbYAON{xJnA|)BW-`{ZSUf(5ozTmZX6_Z=QTfXd~Q3U-`=y
zHt<qtO$TmxwyXJYx^<6r9e>H}-H=1T5E{-!4;w6RxR+1J+UapU-)~c3ur4v33UUyO
zwM$|1$xcrs&Lf)`DbK5@XRLCx+qhp|$QE%FHPrIMPF)hXE@`Bu>_h$i$6PNHiEO2o
zZ~;@9tmWD?Z}VE!Mc~YI`0@8|w*FKl7Mnsh9zgEu5*U1vs9QI%8)>nKRrz??zTwd%
zxyxhst=Ow$(z8n1dD9Jt#p5F<X)t-pkUI|<c&5$U%$2H_V=gqX3)$P7`#{F`QkBSi
zKiqc<349=~H5wR3(~3Quae1=_2-Rw4=c3g#A>bJ{{8_xGJnoH+0_q#JjEkJ1n-amJ
zAv4MUX0o5MTqiirM=}fY)>2(OaF>XDmmz!`^N1(lpJCOD7A$q)sflW9Q-4`-#xICh
zuDy2`@wL>>V9Bj%Bs7A02bytu2K8B8_)Hg1QPU@UR3A!JQU(fK4dP;lRWLvRKp@>=
zjOSe)QB6@nq`QIrjE`I~a&e7HQ>4<W-yX@FkfCQ7g%NzN=#FWa`z*q;KlS8;XB=9@
zOgE{U?$doGB#}$k0+sHL&lnsJ<(Dq^Trq~IFzs2vj~tE}LUSA#E~J-?dNcUR-d;m^
zE6|UYp)BmZ6sP`eB!&4{o#mfBSGggE|LgxPv|?|%Iz`s1)oeO`W1=v7Y{~#%9`dg!
ztsnY<%P(AVc$9G5aNXm{;~{wWO{lZyS!-hiPE)H)%iG=$Xl(@%1O_nN9FI#9acyln
z%P9$DOX9qS{R$rS3Rf=EA#J}Xf!Xi^B@dnB`|p}T?9IOuI6WeFxZTgfi>bj(;O%WH
zSGj?Imx?clC~#6g3mQkz7ze{^ElDYcb>i}!9M6JQQchDi|8AXKqo&J<7#OVI_kX{%
z^Z{*$fD%8X%Hzv92(z1g)Yr|e^>w55-uLPaj$DRs#tcFx4g_6aW60gSa7aH2lEfk3
z3i`fIvUFd8V#9EQ!zkDIQYD7q4{AU(mKwR0J5cV_4T0m6$$37=)of8;3QEjv&pbBv
zT%+NGC<m$M_Sv<NXL<`>I*iblwovC?!#l<3biH8l9?!4NRuH4<-~Ax#UB|DzNDp$^
zM62=gP$X{{feGIE#p~Ta%@TJKf-*#i#2XbT7%g_N#<-JH_tIC8&oqWXGgJqWw`c1!
zwiSgwu%2O)xUYNBxx3^S)owW@hodrzMd<pvj6LsI3jvdZ144uob@^JC%?1dtrX4VE
ze4?b)18$EF{oS3qtZ#{t!AZ~_OPy}edE7r*q^1NED`O)oC?|(^WWYr7Rp@%U%UJ<8
zNbS3ZQm9caABr{fj0O@8QETfzx{Gm;q@80fCU~KASglKxwVa^{XjG!1=skke+`1s=
z1Q;IT68ty{pek&lWXLwohlp}JEOl$QFuUC^zCiB>HU^!p$AzkE^EE!_gD^HO?xO;L
zs|X;H(ahqJo69Yuw8!@taQ%~Z0|PuTN4&V0FL3Ug<GMLI7*bH2&ZttVjh@QO+39fv
zCu@ieRxC+EQp!8;yw6hml^?uB5yL)Z#T{HDlUnWIPh|3@uWe_(5)%_#M=E*p&#6hR
zQO^)X-QHnN?*QNXhIeY*UJby>1`L(|gw5h<FDoKqT;9}F87%jr7!B6urvbbyKQ%g6
z)0c)8JMVW|@G;rp=%y_qsR%X2(M6|$l|B!fMhcFi4cMYw3I?Mofh5$p*9+#<nQZeA
zzG}!pNNHB|^LubS?_%&hw+4RYr2`mv8abN9yEY3+(!V+m;PSq!0*I`?JFgWz2#3H<
zQ3MmTQiJMk%DRNX0e~d#(zZ_N!DYI~L7PK5BsLg(JTFEc%Mz6;Hc1l=>$ji~*N!yl
z=Okx@7jG+)OYXj(9BuW1gr{EtV2eun%Y53<*W_oq>9<&ijg@}eEJ8FK9E3(B2a)2W
zJAt?2Wq(dL0JC+Skbr<Y|F!QDul)Ky)0N)mIS8mR14-4-0d>B%j<903uULEjep`}{
zb3-g!nU)dg5MGb5RxrDszea7T#}Pv}rvyw>rPVdbM+KPcQ8QrDk&QViEl4rtD@f5j
zcwh<4Hp)11XJ>i9!kA4Y<>noZSnjGXem~y4K8z!C<Yq0(ug>WY-@Bi*e(zC&R#wGS
zMB<H;FNk1SR<zc0B*g;*Z{CTkBXK?n4hiXAaM20jT)NY6q{htaxhTlj%6q-&?ok5n
z8TBsN`?Zs$@++OdB9ICjz<p!P7mGocz`yQlwNSmm_&?dSfsWq>DAC?jT8^J1<K6bL
zX)2#0ioW_6`ssegD1A*ZKhraG+2{H;J&n(XyhiF8h-f1#aOm#%-c))wga=Or!0`$%
zTdn4UkUn??<K>-;-EugAosIq77jbs^9^>Jox3{g9H&#IVK5c1_XvpWsO7welGN8YY
zJr<ptIcV(;4lQjx>0iJYV1-^V{6oR~aYw+Xd(`V(`4=CCKca3g5h^GsWcF7~HlW>(
zMn0|mb?v#;t{c6bR77NSe{^fNDpCqw`B45XkHOZG`0=FL98lvksA=yDJ36}hG*{03
zz#(Gt>@@*XcWHQdkYV%VPnGg6JFo0W4HtP^+qc$aF)SlV20z8opw=m@2M-*@J_1_n
zXV>yIDc4KE>Fj%uaAJ=*G@NLap%nV|W}~H!bvtOLLGxb_A8A%nH}=Z)H;&ZL|9+e(
z9vb?#t~)xaP`5Wk%M7Cjd@61|!yOjaMkzgGy!Ew3QUQOAyNsgo_aC~+=&fEoOgp|B
z&-3XbjaBOW_x4?n`~;a+BfGYtwa?O$7mz-GKFO3q4!K8?UCq?opT#O(T?M4_7wng#
zhY9!doSFTAXqk2p@$BdUPph_kocY=2c8F5GVl-K@{{2<IwPQm?%Qnj!Ae{<Tud}5x
zG%^I{B?$X74$|O_$AUNhW2P;F{KY?+H7+feQOnvuAlj`$k?QM0HQ2N~rbgS=*-A!_
z+Dd7L+S`j&OK`(HM*}nD;fXgdo4BuCjokG*d*Z;rUWJhcmsWhhQYEdgH+xK~|4+%X
z=hw*Ovd07V`%~~-Tu=M<Mgd1?-U-ICzLAOply(Qx%@Mu2jV`1ezcNt1yRjkl$A^DR
zo{AnHECzXWj^v3#3{HFVczPP(U6a$&;=vz0w83(x1RL0<X^}K0O*_J<M-~)W+U9$u
z6y{UGf~*+b>00O+8kT6zZ85>2q3t6X2TW$pq<r`1ctH0<DzA(^V_;jKB`%jC83#;%
zUj?8Z@c`8}o$7bJ;EE4Ev=4D=-hZ}7Q>_Yvi<z8;)V9Z3p7PXg*~mvbyy167_7i7p
zyI3GxYvbj4WR)mVh-v#?qdd?8TDLHX%>oYnk0PV72KMR1xR+0+eP~d`?XPWn`>gA8
z-XGTAN}>|Ayb8kbcqDrg0ntLmFi86oSPmQp+z%lGiIYgM#c|B?^5~0c6KI-|xq7<J
zp`X)Tr-gE%I+!Hd9zp7XV><Mp=}3Utw-(ZoqQSY+a;tWX_p!HX(8uhTg<m1?a;VOs
z<<uXsDgh3j66}_-Jxy+Y3MKAtsQ6r@bG2r{41LUz#JmB2!E8{>cNK?K;MRrSad31W
z*ZbT%;ZGL2O^Z#pE$W^Vz3z`|E8(mLIK`-2@`Gd#Kh|PTcnJSUv#>B|dTNwH;sdWX
z;up9aawPz%qd`)<XSsyI>**60Z`jjKYptM(9L8T~K@QK<#N0J&TV4zcy09LSHY0$*
z`x^A|=pSFayFfa|QFH4{;Xp<a;5l)e4!zBCukPLd3y0Qp)MYa_UjDbY+(wt3{Vs$-
zxDFWgkx^4WP39oR){zt`RAVHF;+sH=ioAXzkPcjH*2%S8NJTC0X}~imVKoc0z50z;
z%~(j)fGysbV}sK4Fk9k!9Y@OKFh!Wc-=9uEBIr#RN5lM9F52%Oy)MkH`8t^SWUisC
z<pxnK>d;W{6Lu{7(otumPvmN}M<ej`*lyY&h5M>4UK4<5|JA*k7A(A84#ekGZ559Z
z<dd<)8gd+SjS1ylvI9cYLj~cJ@7_E_K@JZ8frnr@CEfn*TKIT1Y{}qaw*>5_iisq4
z-jNo55cV}J`t^dC%(ol4y!r5Ge=bHw5|cNM-|Ed_P{e^lkC-nuKohm@>6320F*L@O
zyVPwK@~Mq@=%@H0G(d+`191kguU|0C-_^U7AfFNXrN>E)6IUmY_8nz>2T|Elps5Vx
z7yPTsZ;SD#qwim;Xz#Dp)L<+8Gk>U1pQ*@+PAP^HVS(4-ars6#k)>SXGd1bAzrDpJ
zysS(<Gwyu1B62_+{Pam^Xz0n+z;HS2&&%w=`pI+WUJ>i@N^zQ&D?_5tu<PWtbx%Fw
zE2Lqoo0l5TuHQ$NaUVzh3hfQI-}t*+Qjhri63XwolXC>tKXz3NrNh&dy+!9OVxUto
z4%px43r{^J8{51ORnu*H=Cb5u(rG1L_-@S{eHSVNZe}kh&+Kf=53W?8s4-Eh6Rk7<
zU&F<eYVRO_n4B8?eFL_=@3+bTDwV%iksOX0!>zNCL>?SK(_eJH9UTfX&F;pd(vJ1M
zbkX^#zi!uND;Jw!#xQ1(i{7J_m?oVKcdf_Ae-u_Gvi4zId04B_nUO~IO;8WX?SFnq
zwP*$b#>zFEq%pZZk({PW-^Q9gQTn34`HS!*Wnie|chJuauVkJCrb433OxLqrHenK-
zK%UgxwH_yrWeb6qyq9lqbbjoKii&2yA_kA!3I#!w%7$!n(%Lp0qh{L;Z0A#XdfCSR
zPU=lbNHFI+J4cf^k8Puf^89lk+dH|-?us0*ck*TzS~hTKCGv@e;nLut5#E&wqwD%Q
zr@7X(b!$&c^~6E<0lk_bF`QltBcr35(V(Bh`hqwd5lJrd18-fb3*0O9_-~P5Fat%V
zOyWFZf4oiSlFykLQFf^e96I7<Oc?p5zpbi%DU_in4!q~+bRS%k{!<U<O3-O&Iu_D%
zJeYcch&0$!)_TY<_%nJ1M?LYL#Aj8Bt^S;#_}+@KaMBYsxfV>k2%&oSKPzh_PHn2A
z<(~34Y-z2o@V2XPi<mDVAd{T*ak-Q>Upn1g&go7%P@jXZV|H)9b-gJkIeym-b`|;b
zEE=4=dhbiq?V{NHL$5vG$+F7!OmoO~g+y0stxjO(s^J@MXXI)nnqLOQ&dk4smRjgf
z+K_zyY#HHk+SkNE(S<gyDxN$De%0PTTS@k7R9L6QRl`qoz73|eH99h_yT9z>aw-Ia
z>P2$F#?RNB^s}17Fnaj5WIH}+15~HID&Uxmh@Fl3o|+nT(R$QTg18AZ%7l*rs_196
zNc<MQmFA?7fdO;P7vAsz&^F5O{I>l=`#?SrkG-(cFIg{+CL~{x9n;5(pAO{cz-lxC
zPj5TyWt10c8K<5Pf@rp7-^TCjqmC<!wblgK!%=3xU5-=hk$59VH8{I1|9@ak`InjJ
zYz?k7&WC*D4QzAg&Gp=wwhX;$_4ee19L3}f?=rvZKQj1wg}`bR-Wg-gSA36&Auz3S
z(d36Dhwwx)F7y*{${j7$NqwavAvWN7t#!WRM9pBKtl~(G-G&?%dh#b5<LMK*)+?Me
z0v}>R&gF>07$<WjB%GKbCwuep;tz(IZjB}Zz=YNjkm;7ZZ)+b59H(Mkq}C;SLF?ji
z{6F=FR!^4sW1=p^>zjYfIquBATBFpCFzCQr?Tvl|qDEqc4g4iAw<SmZSfYvZ{c`Ff
zkl)se=`L!Vx41FLrZfCm21Qs~;h;n^?<?Ww)h2jWiMYV3lbRGsL^Q)8=w@F4H#@W4
z(E5b(?9cX)>otzE9ae#2PKE1k-`>dx#nD;(kc2|xMADP5*`2Nfsh*X~mh(IPWwmRw
zMSu;}aq;@K<l2mx^`8r<&Nu4umM2dh!y?F9{!=rJ;wWJha+7<LnVC6KBu)dec(4kn
z-d%MDJU&#;b4gMA9Q%C5>NntV7rQU6bm(?=i)ESgC#hE$|CgC{Ev%TQ-fT*AdODmb
z7iF3$mGOdeulnfs(Q^I4=Sq;)vRRfdhf2sfI%3c2Xku-EAM!wUAR3RQ`W($NtV`-T
z`Oms1&f4qWSGy0c^=oKU#P@IvD(IVKjvVU=wrU<-*9X&ik0tvzT(*yz(!hf`7lfG^
zx4LW#C(r9^D(f5xV|man^SW)0Am(M2*WT}lBqjh}u*84kqwsW+DBj0KiP!tHNEB?g
zol|;*F!WsDlQhUj>~2J>m!dvA1Zf$EPTY-QYrDu`4WwLDZ!7lt&ej%3u;dtx{!$gy
z_7X*WtdSRe<bGMFN`i5TM2yXM#4PCPw~05P4Zvi)E!2iHlO>&~u3V^$%U<Zgv>AN}
zVjOa!`slM)n9;1ob9JOUL6xHMn7HV~mzfSQG4*Qquw8Dw(wWF?<d^tvHb}*~mGu6T
z^}^E9Z0_2V|CN_#46ec}DY5!ht=jL@p8KCS$d+3p!ijA|2e9&(&#G;}mP4@2d$*Dl
z88Nc@gHZjV;HH(<a<-=71v><PZgX8<jAIJ!_UD{^8?K|+O7pYq0qb_W^0y#A5KWdo
zZb%XxA_|Vpd8qGIonn6C4}X4-$P8V6>-$|*0X;Gndw~E9(M+lGg=+S%&!H0?S*;|0
zE{pjFX3r7DI1E4jm7(d>3%pWfw;L73Ik|z<uC^%99{;7i|895;q0ul}xbeDsV0&WI
zdVykSn91z!i027g6U^)<*!{rt|8fDC-{rWwRY7RIA-R4*73JP*-oRPy?XbY@`^!V_
z$iICd!C{O6`T10L_i`Ty^@<l4ycYD3zI#s)wbP`&U(3fE)SBoVP6lQK@7EOzT}Mg_
z*tMpBqLt!9ry!z37!v9BH-gHk<qI_%9FQ_Kf@qm=HQjS{+J8`YIr{+|IR3zh-t%%z
z78?gIj6pPiKgAO}g}M_>hsbD>Q%f}7s4-#N{CwN-<T_pL*`B^TuH~d5k}`jQXxG)3
zL1$q&+*x>OQ=&izBxP?p%Lm?g-d{M+kC-u7x1NQ*QYO?iS(PN?`9LW6-~zx9|KN~F
zv8bYC^-FlvI=X_ugXRl`P69VLOLp@tm@Ko-ls1bc8vjZl)bnGwtauG;*T(|$uMu;~
z^ohLxHJ3KOGludy)Vx4E)C`96K{5JpC@MRADNVisduK+D-T77uvryl+ty-j>T0~6`
zcl3cn%|{^^zs)DRml-6s9;~)>R7ZX`@x5qnfWt9{U`K+!(50)FpzFy|J=7Z=7X6c>
zclVU)2>~~$(fxxrSl|VfUCa`54#a#p_RPO8UBFt#vV4yw92Q%@wUkHtxBDJe_6Ov1
z%O{;Li|Hy{X`+Cg8SnM-Uk@3ZO}f$d%Pr!I9hn>Zghb^-xLI1zu#<E(Ytc!XkicBm
zS-G0p4|)Bx&n3lo;BV-p-Jr5H#;K18UH6>eT4LY6f1dHgHckT91K~t*->YB=QPD1Z
zKI5mkG6%rccfy4s1UvoVHzHyW17Mr6iikeN#O73I@p$6yRAVYNx^ZOntp_V;ugt(!
zxj#?Os^d>1;(n*<K4Pfd;nu-QH>?$og%g;b{7LG86+GCN3l1WA!2s}L9g+ah4?Bh6
z1nr=0a$3_JD_QemczjEn7sagjm%4~Ixg$u}|B(V12{hq8457hGCCM<k1;;Dn?)LtO
z;;D$Js*->s{FO51v!Z-1HOH4^YBUWmU~KB(YA86jk`G!jidlSVX;Ua!VkI9H6pURg
z-r_AcoBkQ_Jd!rZS7xJ8VSsSWi#=J*qTrY}%>f%izVdm8mgQl?nPd|;%xu&|qzPn4
zO{eyP;mOCCvZ<?HZuvgW2j-aA)`-RTje4yHq_Z_Gy%iVjD!RI_d^SfFRtT&ShZew8
znL4x=r#?jMU?3r|AX4bOHIm|~s5l#GR-$;caElInxYsf|dF`x1M$W9LRAlt$>y+zV
zh}@&Kl8A`G`oAKCX*oCdI){3?a*NB};rf+U)%v=<>uJc|F^D^UME;o1j;=zq->I!K
z&SPN`bp5ll7j2p;^9rKu(WZEu%QZGyuY`DacV_+YHZ|CPXOsd*rO2J>C{^!&3<M2U
zK|5u_@Q=*+pQk0|h8rJ1arzawd}eAv#S-|ph`<l6*94)mvkMg6&oQHm{>RD=^B~N|
zW%+cfI$Bvk_tASTn}UW0IhBX~4{Qle0mdeT>SG8_;1F?={J{`Be652F9zcMv-_HJW
z?p6bY@ezMnVdUlR1U)_5Q)33u*CGQSg3exTeX9DRpaj4;k<#}6xf{Cl;h?H6c$ZE`
zDJTmuF$vgy3Hmss2X}fr)VH|aUyzoY4KqJJPvB<+CMyuC(8PoMJF5%CN#UTIE0Y7=
z(VP*ubm|zE#hG^(2pizW*CmNKi9bRfaVO~z9Gxean4-8xEjz~(Y34I-s`3p#U6#&Y
zAKkB=uAQFP;{I)ok-xso^RZRQ3#3v?T6!JugVXCdA2k*o?=Z3?^fY&v>O=s$+T3d>
z<L=BB>u4%ZstJ}YfO)Q-?^-KBzusW2R`Z1*R*KFq3p9OlBr~_|do!#h=>Je^^{YGU
z{;ux5F0(KlIOOR|8Ot#`o-L|f9cuh(*mg&D?79ko%}>XsL*MdFx%!7HzfD!I8!ZlK
zgl+{Cs=gNXZbi6*^M_3}hX>!jc|F|dY##zkyNvN8!D?%CuCPSYG?MKpHSR_wnSL%O
zbB#(|T1?r1jUZpBjH>H?f*VfQj1aa+99YNo;5qrSX)pKB_#t)2mgMKHM1q(oq8yc?
z#Nmz-=LZMu4y0Nvo#*ulE=P{8yEKB8F;Q-?ziDoT0~Gc=|GaO>OxWJO=N}%@k5kl_
zp+DX%;8(cdsvpmcBRbw404AxyTw<iZdP&=-FP24j+P-Tp4;~&TP7!(@JCfymO@OQa
zGK!XbxaPedHX8ZLp<d<64_aTzARWjE4{Xccnjvr=*Hp8RF8C?$f6|-sxCPub8N&&y
z5ze+S#H3L<C2eW5J~6rF50pMh)YO-;lGY8<waP%<6-9_{4bF7bDe)kvgmD}5W0KM3
zKyIR*@rX@P)6t1Z)3pXMWdcMdg<Hvgtw$~kBz54(eWFtIVKoD(QGeA4h_|<{Syed|
zkiTC?SwvjV5DQcqdgTSJ%cjzNG$i*?2t}a4D7J{8ezsE8ZkMr{t=W5hrNau=6J50}
zAtEH&V5>AMUxVVM36><Vr~FURBcTI{?-0kFs=v>Gp+P<jm%ZH0frpp)RkUqE!6dW(
zM~Jk$JxGM8q!V`L#j^cjEbn?gCRH8?+JZp=DgauAJibiOy9M&w&yIB!0+v(7UrqY2
zV5`oW227MlUGt%WW8~y4QIGHfGPOky8yo^wHlCwm3>c25VQ2OB>TPm#iA=SC_>Nuk
zu-=|_GjsLq<RX!V6vX@OMey(S`v`pI@AQ8}zdK8xwO-~9*Zqn~0%YCcPza*0;GM$l
zoAoU!FJ0eKNY|DP9$4$cKKKMN>3M8w2hC&b#ir}Cmg$w}+9iS*)qA@o7FCxY9|R^I
zAT<KbgvDb8N?-zL2gBSHrAv(U(T<Oouw~n`Id4fI1}tu<(S%m(^Hf-Pkw~Wd!Rtod
zOrbB=3EPSZ1`>$f&m}}b(`-QRc<H-#R59g2=%&xXV2abHS~kEjPQ!sduWIaj)(}xR
zyG1G3Gq6P`sAggPj>&`Z*Cl_;opwq61JwDync{}6k%r+I614_6^UY$!-JI9o+WYg;
zRL=+DJ<lDVoGr`2>X<mF{4MMENQ*&-N}Wd5(O=#sp!FoSHH3Du0E2^RlE#l+S%F(m
zS}+WayaBuCtTfr)J4|jzHQll&dy6);s7fb)Het5jbPtN$NUbA$aP~b4Qj%32IF>M$
zo)@htv|+5uK%*-CN>jM*%!N6|nf2^2)%!ts$FtH%^QfeuWwu_d_5-_65mCzQwdy@L
z%{@1!#R@L)F?|=y_AVD2|LpOU;`n6>{T^6}Fr%r`5IMF*1#hZaMB*|1i38Elh|&S2
zZMn;m-9!<v5To}0fngR)GLdhUgY}{kB0-udvGrH4e{bBwX7fh&=+Cd}>Kx)ZU7Er8
z!2F3RH53o(L8ZpP(P60r?Q2N&MMM+SaQ$Wsc50;+S7V2^*{m~{y66m{4JU??H8@+C
zU(aHDXB)8O=+8W!W;M_9$EGqZ*DQ@5+$T17tRRIK*OtvNz43h>(=yEcq_zpecySWo
zm2#*XDg|s;L5s(#m1IVW@U;?hxEoDWWpT156;OwkWhi?v9o=Veln9pD;`TOwo$`R+
z2aVlFgR7rvPITu$%m*t^7ljW5h6_F3b1KeWvVv+>KmNQK?(|D%uBzSel(~qfW5+A<
zbXe_xuXeV13tzJ)A2=L9gCiq_KrMaTLy9!|&Br<t6EFbc0ro?2r2Q=bCGgi5joVhZ
zGld10G=2Vi;`rx%Rf|N#O31mN_vB}PDqBeFHcn0Dw0V;F4xF^A&04A)c~RXzCdw@H
zUwAF1rAY274C%0;7+q7TrlkfK=~;P)BGw9$x&Pv(5I6nRI}<ifQ&VD!o``Uy+pQ01
z=#qkXlyEQgow@XfPqnh33;7AYwjM-~N!rA9JuDWX`u#KY#~f^b#oMyi%_Be0XHQE_
zOc9Jt5j4ey;-E%dN$y*-^=L(&2l8LQIOs0~@7~2e_M??cwTCYEq8kIqmyOS7$Nt34
zCMZ%#G3MuR<ihG{1Ma_>ILfd>k*iAO9~N5ASLq*9JwQt2P%cTruh{!>F;6&BL93mM
zeLU_iHyi7nA->l<>a-4{m4vZK!q}V_wi0xdG}C8&D5Cj9a$$=v++N8NqQ|sA2`hh$
z4u9Iaah}9QZiKz*802IJdXA#=#+>(y8plM4*62zZLI@<uwrJhq_pfZ4ypy->-wc!f
z`9Z4WUcw>xow?wnu!B1p2Wv5ULZXJ;dQB1hkk^-|nijdyJNpG2n~BP_Bqa4?nSm3m
zM*nk}+2$;2mBO!o(9i4MZQQhnw@K$-Z}-$SViq9NJL6?F2D|=yz=sa|GFHgcS-WGG
znPPw1U8(c3C?g3H{|RwUe{}W2^(vzjz?q8J5^o35RjnoqY9gD~QWA&hM`ri)->aXT
z<orYPkC!FsJYDc5<0D_rREK=S37HF<?K?bRTOhea4muDk!TziNvq_8a7co<1p;R(S
zZQyvZ?f#X8a!I>>69F2LYWLwn4=9pBmk9U@NdWKbu-^t9-c6}BxGv#eKxYqH=|MF3
zQOG`1$UyZ@qgOb99ML+lM>gZry|Do_O4)Kw|E4kc^HPvz-IvjwbwML!jDMMBqVeR<
zWJ#TsDs!jrm4#<XGf5L%^;p^p3e5Jhc)yw`WkG_5*|tkBnMyukz)wr%RKnU3;^RWE
zHPs%*=!F6Dt9&Yf>9>lRRVHS?!k=G;TcZ$4Td6_~;~Jc3SB7|JjmBcq4L8FV$r>3H
z0F7okU{KQ<<JU}tkHGr?7C@VYBxY2JTD$`^Jupq2)@fg!RPeru2w+JdVe6asazUDR
zgDF;7DG?1O=K=M5bu3T5C`(bhx$I2l`7tJAp)KdP@2s;5GLDpN><?cP*r+zkR3LQ9
zu{C6IukX#ISI9KMFmn+RStBPHGsWIcs!{HTN}ZL7c5`q%a+M^{l>ww|qXYuR)xL=&
zeuhA~^jtY&Y%1&2$bBw`u%rXNSo-znctbrwBGH#Y+1<@45QgrK*BC&mOFf4CMPpKB
z5S14Ar%T!BP(aa4(O9ef+f~%q#X!IT)^d#ia6)Leww|h3TNHxG)GqW(?8VuL6Nb#i
z%;Fp>qSW@4QS!?{1{k7ot$7`CUzq%jeGNeHi-S3YBcJ1-Z5D~HGlv_XR~iPO9!S4>
zSg_Oq@m_g(@Z~4o5<&!Glxic8df1ydA7Otc`47v@D+?HKVLfteb|Pjzm#AK!*zU-S
zua^4(cl!EoI6C9urDRL!6Fzh!5D93Ei%tv)6#1Kll|o^yR{?<-goSmp%G$aJ`lVz0
zv0LPapx@<(mIb*Y&F+n|D9Jj1D`sI`H#!?Q5lJr@hhTf^J}~v36pGUE?8c2+hjW_!
zVoLG0Db7-1_t<oOSgC5x+6qW&1cU(S4-#jCKcUuoW9;j5CLoJqHLa1|(UjaH%&ES}
zTdetYN*F$YyL|zUI~w-Q(L>PeH<6Gj85+VdpqnnWP%XjiWzX*6i|dJdQC*&#?3Pi7
zH_{Mz&I73aWd`vQ4Qh%MXrXSiatxTe6*M1nv6W+jdiV|~A-Z~H97SOE&K{MH68(8D
z`z9`+vj{Kn-~hl<a<a(Hc2$G{85vn27nRhBN5;_b&11zHM0)?k!UoN_=K>yW9ZkK&
zFuq@ZYDbYx+&?jeYAWrGmUFgIO*q4%3_+vVE1F~gWS2WYKUizkA<L;2%~dgS)?Nyg
zHIsCD?v9p~9yI2rsTEt1MMQwJadz#Q8TK}Fgz*0ZBFLhU1)vnwuttbjFfIjpH*2Z4
z93J1s8$J{v(&=%&5n1&MkQgbGL+Q|iiAQRM#1+A->d7mVxU3M9If_VcF1}cA&p%RC
zUapmWG6^^!7K_vlud4c_8ZZ7-VpumY0x2kj!B2>8Ld#$CeU7J3Rbl<xe0F>LQ|2#M
z<OBC|KJO?UZWBK;nd4}rjBr~62F`DL99{%b7FL+tS0`UK`#gO_=X9@fv^-gy<tZ&q
zO(l7MH<uM2<^1noiQL(7bdU?w>&%Hkd%g=X3-p}2z?k3p@aULD49kd*wY}K&)u#De
z*ACLjQ+W5K&A>4#aH$&qZ0poaMXcm*8zbD)ydKO|_Z`!%+TzX}7d;(rtQVyQ6`yE$
zcouhl<|}XD2;xG-_M0A;QG*c_rJ1i^W34ech}rPn9U}p$0Im)?_;2n3!A4evR^5ti
z7VV<Pj>Tw?76^uffvDC&I*lwRdp4kjx%xtOmK>O>_eM<L0@rQn@mWcwFr3r@5#2ef
z^BTSg5y8@hh*Dx;6h=YUTU*WiH<ZDSyo{KxWHwcvlskPEH}7j@4H{atYKi5_hFVL|
z@YdQCrNO&|61D|TD`ZA+NQ=QAN=_!$hmX&zbTj*3LVTU!6`4{gy%4OKt`L}xY;nlY
z%c__};Afkn9G1rK5oIv_%bBdzx{gXufCLcb*4Ni5n3-h(;{qI+$xN=>2zOg(&g{-(
zxQVhR&T}fYGz^>1J=Uc)wMy+#6zmZmi_l)S=oPBkXO&lG8+3yAHAuq(qo4*h__U6Q
zz$utw>u|7+>P}W8fnM*lGxi9AbAsNtx+AqQX0!qG^U2~4L8)J6!^&S4Qz9``??aMr
z@#owV2e1fmjpQTRqp^;3Qq-|h*Ro4AQ^7CBqO^~W#RjiIZO_gN%kyNz`FxF|EE0!Q
z4|zPj9y2OZBjEZ7HS$VNvXZ<GXK1C&_F+ET(6FwLgd0ov%evzo^wHCvJdl%;G-TuI
zdt5Npn}yl3_diRffe#`%x#(JtUId2PeTdIPANIexpZh;V^tQ&$-49orbHJ_j6VIcu
z9i-GE9I6Xfc*G7w)(t^pSVZJp@RXjvn&%g_6?{if&xROYH)iLoQz>VCNDxb}HCuDR
z??h=?V>890_MpXl>U6gz*%P75n$laFGkQbsO|j)ZZkA7?mXzfzP@g_~nJ(6l=~gRH
z;+{5^0N0f4p{PgEVggWnmgb}g;3J@3?7j!?nXl8bncpvZRBqy@QSz((&v#})-x;lI
zrAsy@TSREoNBU^*a5a|9Py!~$u%Hhs5aJNv(!UA3x>5x8ltjI?G?Tmgxm6_vaL*Fv
zojOl1fW$e+Pzb|lHDRCKVe(CK$QY+qd=bw4XQipytJ=-~e)z(K#UMK90ldO98>HZo
z!<m8lW$kL2K~jrqAHT3}iv3{yq;utb2LT%ghm~pD*6(>umsi$L;6028<ODyr?a6;S
zhADq+G)kJPci+pmV&B!_d~euLRlx0ag9^yhcS}BU)hFQASWTZhmM-!<*yXHgLf?5U
zHjm3VNh<N`?Q#9On-3wL?LGLHJbkmTlV-HdWy`INjD{LV3Dy#~=fqF^HnC#me0J&(
zCuBKhB&I9=Iw$CZ=2P}&hYbvy*dZkknH9>B--((`vQ|J!ISWA^2wsT?{VcfQE;h_Y
zyabzp^)**a(9HQ1^J!9X2KL)Wxmcw=F-2LQKwsYm6NnNCOe+*k=VSDs?hd04=s!m=
z^9}zDRrZjHmO6M4^NyVL`mxB5eH7E~r&u>2u`EquI<D2zyC+fO)q}}qp-sQ-6x(iM
z>C0N;Z~?wVGq!(rvW*b}%T(&Q5!!p}#cFom{oUZmaOGQugmgHTj%=p_a(uzFp{k+D
zf0t2JRu1>~|Kq*#nOZv+mus8{tO1HLY9`b4o&3}?C+%6LPdn_<$tO?(u;{7Czs#mY
zP7OjpSpD*9+Yej7pA1<LEF_@+`|^)m5}L(a_d$#b!5FoGdkN6YMelF=)SFzJK@LGR
zaQqM$Zdf-!P;=1x(K2Qk(ONa2UnFSa+vsC2`_8fvoS|PkJGuDScicgB1sI1CL8`AJ
z$k^=${QC!<kK$`rrmK*#22N7__~-X%{9|%qYPy-8jl+i5KUbzutHqj0D<*I?DSK$Y
zgH(Vil+LuFHgP72ZF(=d<!Nno_bCpMXgry}iVhTfs^YhY)^-HR0>P4JCDvSx31Axh
zH@aJcD?!NtI3jP4_3mEc9>tLR{rm3&xYd%|e-T6~I67kTDI?8jPj;tD{F^<ZK+1(`
zIa7fP21Q1S-UUPjw;x&^_8eNZu@Xrtp;Ty8qem0jg(;GgXFhR-_0`1Q>3tkj^2ppx
z@Jz|58TmWRDB`KDU(zc4**lBOhC*gbqIR)-%^=jrgQRgPuXppa*XrF=4r;YVnO3bB
zKAY>)Ks2i$(3u$B;0koyQ?zg$OlIG@!xy&7umecKHPrc8|3vA^Quo9VB&G%YA0OOP
zZ(hKjc~OVyzm2~qN93>FSWV{sd`7U;G)nusHWbA=A(qj7n|(~aU_TK#l9+eDeg@Ug
zKM+E~ND~=M`kdKc_y5rK*HKw@QTG4}2&f3sE!`!8(k0#9EfUh*-JK%R-6Gwc64Kq>
z-CcJ-zTbC$;~RI}|CI6YaL(ELti9%3bIs+QAG)z0L*BHt+^yufK(jYl<lp+t0rB<&
zPYe;qL6<7L&I5I>x;R24;>L+G)M*hzahuvg@)r=mcPp8^4M@wMyE!k7tD#WFJGavR
z^(iPtdhVT1CM$yIzvLb6Goj46lb+&UHzgmX2Lplr$sq4iiaYt-$;wFRk;U0^n*5yw
z-Y$18{tvM?Eqz?DGm}i85AobH(4W8nR%uR3p7{3K6-bdE==;EMfO(rmhxp+4R0dTI
zz_@SYc(NPJ)DHTjW~6%kso1O_g6RfJ18BSwF1o6n?FVQdwg;cUs|UTY`pE>FwHS2x
z*oU{XA;2wB1t6R3NEKCTe9)erC~058M<K8nhL>!2RE`~rE6ruy@?X&$CM<-Mbr9?7
zg_M*q(vs~y9yPhq{G`W=tYhabc?)N9BDLE*_m0m6yXG_GGJeLCn2y=(-k#N;U2B|g
ztQ$0cX(%b=vHE%v(E(jc4Mw^%_eDY_@$KYIKu7x4nn-eLe3C@f4x~L^+TG?0KYO`I
zTHajM`;zkMCHvSAoRG@tONdPo^#@3BT%%|O#a1Sm*9EtJ5dR>ImIr<|lOVPV-Tt4|
zkYOJHXQ_ay^H&Y%s?VJ!PZ`Noo%r$vC%hp8C;z^Nbg(bB9vtFBXAZ*VxO=U6U>4k~
z!?~&MhRb_@?eu{nr9yf__l!4`JeP$){ui3RsJP81Fi2$o5$!jbN4q61Ua!_OOD@4u
zFTulb%)loLVq4OG%0^iEy(^KcnVOF;3b9oy?WMg62D}uBd9ViRU8gq&MR#T=Ng`AF
zq^?<?y>d%0yJ4CM6Vb7;!yFGy*SB>Y!`@SnKR|zy9ZNtfeW4z-I7b?!y|~_+(s<N_
zwm)^)neLSbm_;qIrP&DTAI|9*xZuObbA1##FDqoooy=nA8+cw6g6Pm-MBQmY>TB-`
z>Vl9CRw~)8(DwmSI}3%-+#xnM8{@5@@W2}5<VZ#ggl;Y_0sO_N=5>RG(^+;8!`?a4
zs4y<?F+v7WsUQA}K4@IO>xWC4dqy&JDss&v8cTK;4UALiTHC(_M}Q}gI`u&Gr0=Sa
z!C4zs_s+zmH5Bxn{LfD}=rec1yN}F{E*4UF6PPdU48CoLybll%D(b{*EJcl39Dtqp
zpO0ds9CAgie5agxB+bM0`4|ISSH_CX$o_+G(c)3kP4HpZr9D6~oF)0%4cO>ttbQzh
zYj)6rl>*uudi%N1Pu#P8K02z|F?wbDf5E3j2_UmH1#)9pYD*;A!xGBFnmh+^JWA~M
zZI>4%Uq+_)3fumvAZgAU%}9EvHJ;e&osJy}%lVu#_LFU_1bXZ}jO#WY$*}~ncI+Yo
zX%q;-8~ft5l!nCboelec@<U7~JX5)93+3nVKrQm)oQ1R%K{arE!TDJkICho(^cIAk
z&wZ9=?Z30D(%cCf8v=9yWC6zGKIQAYT?@~Mz=ar2%)|_0Gh+fqIfG+OUPG2QN*l~C
z-tqW8>PEdpRi8XIl`%GwG-_!Ej{ah*RO~{%`a#XHQ2;R{r_NrEZ$Ptntw`f}D$a>a
z^d>yGj;)WmWHmN8>`g#be)Eb*cGab=ddo}&lqGgX*X;@AMP<&TU?_SSTbTBSrr%%C
zS<sd|#+oJ4JuwwK9ClG+351l;gXck08>|1nUwp7<#8A{&+&3M|tNT?ga)BPw3m}Be
zFO<o0_GBpLR^18?Ha(nQr1|1*x2zZY7K6z5BH=orPCBcd0zB?0sA+eXCVDsfPrWvD
z<+hjUtg1o=QggpOccv>{<jhjI6T@Uub-I2sM5!xb!jbW~;j$9GgZM!UD*U|`ElPSL
z;5t}u=fz(*#)QN4a2BmI-G?&~N-wjc!v_AmTKyg}sBV8YI!gEMMKT`c@G+l8fC8O?
zU5zG!zZn9dp!@>q+tvb_wym=#(=GmVN4)&78?rAH|F!ooBb)w4&NawbVREGR!#t<q
zv2zGqdq|t^ufBxQB6!j9-Mt_q(s<v1Xq!=mUF;UQLrEt3UPNP#c+~J!I}SIb<W&tc
zfhhR+|0;248K9rI>rZ^g&(^nKw+D+&r#jX2$nqU^45f<xSM+0rR3*%5o>Kn4hXC6h
z>zW;AYA7DJoQ~w!C?c;l)=H2q=Y;>04kDPjJ@G^~KqS%dsHm@PZL(>dR|BlT<qGA{
zfnuE9)<Sp>;WO;*Z2$=H!0ZJ7;9;8@kEMW==|U3ef3*M&;boKM`Y#?X#w|w;<-GHx
zcL5ptMEGBD=v65%4>v|Zh4X!O1@kTC)#fXY+3_ZTE)Mb+74oF$lRgy&rhBalz9qG7
z3B^P|84=WG+U=A5ueQiK(?mfqm^_K1Ei$t=lgSIlx2S<81mKk&Qohayz(Gv$5Tpyi
z2Mj&@mxE@N)wmrqO_XW^cQHVBj{t%7YW1|I|L`_CKoT(}z(R+t(4AYQbcq&J3&8;K
znXT5ht7AqqpmMH>Nk_S|(Z>z$0wpO=MHEoHWzK!BpfET~Ny#YzTq=Z0Fz6bfND+8+
znTQTh#a*tYgYvJ0oUf%BZ5BXIQh56`Es<k(I~-HWs4cq717|ecvW{bGmh8Rdx+mlB
zbbRq9Qe3=e6PO8qJP(iT>lqBMkNK|-xFVe{zg7oi0bB2?!TWj|MMn@{nyvhz-p^@&
z{3M4L8d4H`2TFpOt}STKx32p)J#mqeQGLsbUm)6`yM4uS`&oFzcPKN{uw2gHyW2ok
z<EyU#T#G@w(*QSQg7QcGoWsBg825^5L{K@Twt0vxHvF_*@V{`uouC+x+MZIX4$lvs
z@$)$r4G@-qkp*L`gDG&bn>L_;NDFS#C1th#Okd-F{ya^w^lH!Fd-7YG+-m3a4a=qK
z*i{og^~>hO`X_w_Q-H2s6n7p1BZp{(?4~1^G}`qQ9?t%gg#6G0vySKP&7RBd+<ka3
zg_`Z7QGn|uEwI>LFX-2Gb|`i`-t{ICT>gU@KP}wsx{%n3u;ie)Vsias&#jt6;q2BF
zJj2{|qy1N+fLV=+_rf~0$sHm(SHjm_duP=x^=I96{b}7c&2(Kd++=WEQ<2lsh+e_v
zT88c7w>YopkXOs-Hx-GV&EfDW)Bny`(vieUAetezMKr0C1}KJA_pg+(^kKC<L*Rn1
z6EhvM_~yFwu;N{}&LO3ctJGn)poLC`K47j0?8tTn@ta@LX!Jys=x<b~&$(_8j#($`
ztPIHRb2mGLH~rKJB4GnXw+XDrmo0vPEfN0uHD$*Zqtn#Xhi#WBmpE~%>2uGIDHcwV
zxtvwj=C;Hso9ulYm&5!T!T=qhDl!^wc&*=4(vcO=2@Hm$aZ)7kEXUuZ&<rYT${r@f
zOnaI-$lsLR@%Bj>M_h{^Wn<8O{HSWhbIU|l`UvPRQK8;JV^Nc8xum%SP&Re5|G8(=
z46*DeHUsHfDkp0j=wj;hP7VVppx)2{FU}(%skOOb%F7>g*l{E>nJevbdO)Lk%ax)g
z<AQPlN)(X5qUt_st*8_7#u6%Wm9WWr4)k&?g(o(c(ZX$phYQp0+7W{LNYN04D~3FQ
zlHq9ldZbn|;?U2Ae?QDi2<80g)BBJ=wJBsolylPlM&3CrGO}Yvv{8TRpcGIvJ0B7h
z_e1RwQ-t%tsJJg}-mH-~PGP@$R&YZ)?g?Rhj~C#zX5u0)Abq5l4h`~&hYMR6GQWx*
zF&)aUrkg=86tQyARyzbrb`O*a#iObGeibXMfiw6P^E(<K)OXL1ixGWr)g|{+#E^41
z2s({1c0v3I{p{lMO*sDZ#;bNm(eY#}dynGtA2l)*_i$*W=%}IN4La;_pjS=vS;K+a
z;<eDx7h$JQjni^-oN+MYH5L{roXXyVnr~khlSPAB&2lMImpJ}!!WA2`O(rv|9B4!A
z){zFSA7)G*&iV;QbEAE~2$-q_&R6Y0zM#Wz@mgGDdfVeWSFfO{QHO~N{A`u4!_#}q
zRr5{&*e5G~Zv7tv2^{$nE!-4dkM67e=tozr^iaUc0D=pV9$tdb7#&k)9AWCVu}=7V
zC?=XUGu`k-(`U{s^+n-`RrYn5!$>0sRhHt*l!XHyvDfqLsKOb5i@2jgjbX^~VX@>f
zZ3XR7n$LrZrn~f;txR%e_yoNU6I&*W!9sV^p%*@(V?Vhh^v7N@$-J75X{3f5%UNaF
zWv?YfYR*qP@M%0!56uk=;_~e0yJgKgyMBsJ^lFsP{a-@}J6lmsDn*3v>ZqQI8slCA
zuU9#lt>&t9Amt+n2n2n;Kxa)tiJUL~!t4M_w0)#OR-yBrT!9oRw@=XiiOJE8Yx^1;
zvRj#!HM*i^VTv@*ju58)e;gZ9eHy`@A%2u&RWSWgYv_TH`Yo*m8gfQIxcIG}b^)0#
zc~0ghm*643ZcD4bzm(nw0kaHxP1y#x!o+CxjPsoH$t@eVv6bHRZ5*T~@pQQIdHet}
zkcX4X$?KH^+XOAfgd+=(5S;@+va}j*u2h_2JnMRvku>H;^E~LU&^BPaBjuSkTTRNd
z0RO}Ng!J$|@$n~OuTmCSUYQul!t<mU{jupWCivxp_#YTipn|kgJ?+)?k2uYTb&-?a
zZT`WhmWT1-BOYgL`Zq_0z<HSb3E@HGAhunXvy2oSYZ=b?b~dNrD8_)kShp`7T~Vjq
z`w&}wbIRkoya^v^Jo8vbEB%v*fsqE_Yw|bGo)7@>_)krFlQc4%ScUDiok5lI)u9f2
z`Dd{~qdz)KB=nez^<B67K@773-MSX@I{ugY*Ce^uxi#8;0%W``7-{ZnoZ;ywsIAzJ
zI3~{0MT#i^=GEGnDltYaPdyfKmSDV9d=uUmCAqvGFfg$NXRDp9ZxF7~37gxNG-gx%
zO%1U{o*hVisbOy2c}FQwV#2w1x}%d>n3?V5s%<$Wr<LA>&0>;{YsRnEw85RN2-6XZ
zV$i#cM3AuEU$mSmKng$yGd6%iP{q`id2Oo4)F@!!y3f3@#VtWn_Zi0YECXNAa%c+J
zs(fmxqg5$c@b`Sw0KG2eSYn^03GMZJBLqUO#SH?vcd%$kYCnDpm7^SL(S{c&zsyhE
z4?(Pj{tOh%r&|l@Hs~)b^)iLSlEC;#1aP|?E+Y)z1ud0}$VnfqYt|BGtrJrDnFHs$
zKHz=+SQ%FcxeqY2wDMXX<Vd!}UimCQE<vFq*%JXffn!j)95bL;pcA2qDrbG;9XO$e
zDxe=NoudBHb^TO4JtHGS4iK1uaQH&{(SwVie<K{3?+*Rt+Z2%8aKQSR8@$ZE=4+BA
z{RsL=^Nc{Z#Rz?ML$p~Csod5lY;7gz`|ESJJnOTS7usceoqXk9&#ysbc^yM&pr}|a
zK^keKQzvXf?8D6RbSTO**&Xj}VZ`faI%G(m(@p$8n;Oig7tr)l45vnOHkG9ZUE3l<
zc9vlZ`<!(&)vj2JQ|h4eJ;w<c;>HLH<>Y__G`ywtW1h@CXlU9NuO+)|y>=3d1-<nu
zL4fvo!%%IV<j$oKIMbmDB*R8SO|Q`@J;BIWM<Zm_vqLf5uVh81ydl5WmW_Udt3!lu
zRSmsAt0T-s@k}+Qk(DiSC41He60@SU!Va(r2m;hAEjwmxh_VU_z&K{q!PY@)xDus8
z9E>!E+vC_tA7-oW0W<&-pUg~{Dys_<nV3b6>)-mBVf57r)5!bx{rxK#kmC%hbR3bO
zdk#%|=Aq}|_fZX{uB@v^;O1{T@^g$|Dl%2(Jhu^k7b1eYc^!O~Jqfxw7V>-IiPr5e
za80J6Ot7K<zYuB>p(Bdw@-@(8d9*X}WiL)$Ov!7?asp^2kS)0#c(aw9db3w_Shtk~
zRH{B~W-=kf$)7$`LagkVwt5&O4$u3hn6drGbJ{=MVr4;^uR)fFWf}W&8Nj<>yQm}@
z@w!4MyQZ_h$j&G2??Kl68suL8{X#ZB%Pps=9l(m)OeokczZ+zkL$AeG2aRi4Wbga1
z{TF_00RRPnW{IVjxlB*A&!M^cyqmpBNObZjRHA#Dy=8{JXI3pW+`o3(pA10|Mq|EI
zI8**3#cN125b$&l1Kt*B+A=dSj+*CHZhO8!=)+Wfxp6)-iF6|F`AxjIGf78nAem|W
z;$5?gh$+yNY|-!(#qgP(wN7)Y-W`ZpFx<MHvEW9Mv4sH>i-$PbtXCDMQGPeKwLH!%
zX)>Tf9uzVm7dKw}+QHSsQQ{w(TO=)DIU=|xOiQ1_KRwVg363QaV)wYmr<$GyXcVYy
zmq+T!dWyULPI}F0#hkNyB+KPbe~YhDe;g_OcAhbf`(GP(VI(#dmi|dJT*A{qM1f|l
z!pJn4!|rT<+3Cs$0H?Mu-kQmjGAjKK<P(a|+*`W;xxVDawKitN0?-;A8*FvTlHTC%
zrFh>9U()a<FI<(9J3)KgK#p5pSZhxYiGc+^=pzJUj(-=B-zA0J*iN?eC(9{tP8Csm
zCBE9N3<$A~n)9=P?Cfhcky?nJAfsS1>y^Fmr>~pw$xOCm_Z=lxf&bmSt;zUZ)^c?`
zeDlyrBbNS?)@8ct=(FbSC=t%>i0!B$Y}fAMREkb|S{1gRSLBX}E8p?kZwpyJs5{<?
z4GTy_kb_-~8qifZ4hQBiqQ>Nb{)Q%q2;-wA=0C5Gpy1wU+;OX}iNbU;zE(((0k{vs
zGAotpfL3MHeC2)(wN_6EvW6c|Z$=%KdPe)N4-%uS!mxj3q7dd0JtTOC8*=bT-2sWG
zgkD=judIog0+8JvS*V1BY}InE3Yg#%<Xh{j!qAGFNXq92PaIifs#KejcJsPo5_)cU
zl=X4UN<)4Jw2EFs>RZU%Be;rro|K@sB)^KKP_eGi4IeHL5}3z+X34B}A6XbZ+%0?A
z{4oSwxu`a4>yjj`-mQozk$>ap{7&^tyJKaG!2ne{Y73e@49oo`qujko?q2rq03cT+
zjyYz_tX>^iU?kp5#Q*oCq`~z|Seph96gr@WtW5-w$rOhT*!=r{KsNAa@Uzs$*W0Ta
z27nW_t&oH{e@gf-r-Qk-LhjcSFl8HXXKNfRLR%9Jy&5vjL^h_{F+=}8Wf-UX+=#8J
zrJ@QRCJjeDeIyYd1Gt8ENPk<stzntb;9D^E&sR~<K&F@u0~oihoS>EhFb<o7M`~xP
zEu`^P82htOW*qQ$GgU@|=t~sN-ddQpGr9D9Ds~Z>n%Hm4`vgoP2XN%s<?p1uTvTCz
zeM%3^b6ui~solkv>Ez!a&Y|oHROux^;+9Oz4)R$Vr9mtu6PXZ}ifd~+2Gq?yc(r>m
zxzB(;Vv=~dJy*)(ku4(C{e`?wx>nM~4wJs7XAYNJ;sA)s?*N-A2b>Ql1Xbqh=)jl<
z5WojC4nna`R*G-p`hc$OV?~~Z6YH*4u?DWEUFqi|n}JC2p6ac>9v3U}pDNg&a+zG%
z*q-Y&;@PTgb{jxR9s+OqMFOz_4*^y(CW%e9eQR)cXRaEwxA(#W-t8YAngZ=Be?nvK
zo6B^tKke3OP_gCSo;hsV730K4CF9yP{!;!+LgoiuYfXGSLWvYP%S6c|Y8JWFaK=*I
z9h~9|&6f3Q{T$M!3x>`j;8vp~syG9OnHZMK8XjdlRgKPP9kX!i6lxwd`8Q4CQ8YaC
zqe=NJc}@()*RI>&)g<&-s@sw;5)`7P%>D<@k?n`$yJ3nfw!+Y`{9WHG!Uz5^?__A~
z^RQ&@4a^d~{meZj_?e6MO^S=yWN8q;8H5WI+3(^=CC|M9M_u@H)2yyNhn}<vz5@7W
zomVnu;9@3ggp@glA(yg1Hsbb<>!|QYH+XE3Q&ZUz`TzyWx?QfjLhKhcrgswXK{xq7
z*)D4Ndkd8pX46N8Z46Rz?+N_!^DjH<UK6by)`Pj2Wd2K2*&?8F1t8=3L(hM|ti~=@
z7~`+&xd>hdgzsal=}-EO;o{5vxQW?UI>%b1`71yMh`M2}hbj>liK-1RKcjy$fD3%!
zh)FVkfKUL-dqT{`!GQ?&JE<~Y<RKzodd+fZzNaeCe6sPyG_&N3uMT3UJn{Sb96UU>
zl2B!$Cz^&IWtgEK61+T`_dg_vm{uL-!ZZ)BJtlG`94?4tUM^oguT|7QUgz?pys0)o
zUV);IxxIL-sj;UC!cT^I;)Wm5Zwy!Z4;-q7kn^K8K0va{i%#H&LyQlHhccerbAl_(
z3<*TNB|!gFDns$_NT2li)LcDLlFt(5!*O2GbW434f(^zZqx5#7HwxNF?9ZRB1Rr3F
z1xpE0%j~-%b_B>2Dlj>(S3f0iU1R^&tc7&n%C*CT{MTHh7OQ$q!?kMY+pA$0LYzfh
zNSk2{83&+*CEH>D{(hTdQjEESBV6<4sL<JJ15pFI=1Zr=e^!3MHCMIGb!!!zK%@*2
zdPT=OiP+;BRLWmFbO4old;10bXs-Vc9l3#lsa&Hib(-&f)<9z3Ihx(%MRp$UKmS9(
zTH_oifvonw#W~hatgF+*1h*LQ!%I^BmMOoOCLgmwKZsqwqS=Ldn1Q(CyF0$(t=qF7
z#<L2yguW|quNO9x=AE!1`u_vC8m#3TfGbfF7YdoBu7A0HL$<?y7|?~I%C!6`P{A1r
zz1-Ay3^?w^V`BQ}8g&AU^2iPk`Lp^%aGn^1H+#ar4^?w|=VAWV$F4ikyW$mbZE?Ss
zqsg@ppX|=rK3VE*uBu^=JF{Y=<;!C;+Hzf;ia9#=Vjd0Vi^ZlT$-H=Wbfso!z^D-a
zmlW<q*Z`&)SUv$8Mv8`<GK$3pC6oQp&)}<InYUEH%S`?L3g}gQH<lHYJO}7=8ANk?
ze!tByaqt08!S=tM@UuARLxwKhzsID2BjrjTU6!zvWVD^c5wyy>UeSCj_Vs0L88PxN
zn&$X3K5lu};5ELy+Pn)b7I$xS!VP|w+-rrWFNyyTt>IX{Nd+)CA)fV>(^54o@LWIz
z({#XK-TG(+sDaQ((<c_*S&cj)cIhV_Gdg7uqfHI#2G#ebWknims>_{ET@mpnR6v@_
zPeV<~V?=3?=V(c+_bG6`BR=LHhp*Xk0^p!~%4Qdhp78J(_OlO33hdG}Qh5$iW&^#K
z6H{!=TS~wb>u=opwL}(+nZ^svS^|-INLQr*>o4UZ7}qPQKloNp;rB;})D7=e5B8QQ
z31ZXe(!bdc^g47hEr_fN(jewxp~Mo#zg)lYwKWp>=DH2WL|b-y<IBU&RtIVRKm$~V
z#Z({U!DL;1CQo=t(LS*GBIP6t3#*b&D6jT?r^V2BP}w;jgI@>P5y|xhu9lkx`Y1(A
zm>MS3xF*?%+0LMT-Jr)&!@dL}VFgrb<0qlPALPI(0iFyLmgmJnV%(5EUX!;kH9|Ip
z00Gu`qfTAGJk(0O?sdj`+ye#fXc9}258sp2w>AbCM7$ZS+U0T_F2{HL>)pzrtx(=~
z*7Vc&PK!~dQTBVUgGDE2#mRN}6E<<t1_g;X3>LF;R~T}E7;=fB1uI|KKcm3HDxtt)
zP?LrRQ}dw+8_)#5czN>&$(Nc~5caQ*w26;Ea%7ds_`_4%7rgJE?ia|9w_TjgkL#}&
zuu*!Q?PLlG+uIRF<$F8dEiz9ea~$B3eMhL@ffCx#)=Em;;p?^#VcFhNzM0cK!rm#d
zlK+dj(97XY78ooQ5D35exEZyUY=x}1-u;-h9vxMt0(EZ0G*Cx6&od}N>n{ByNg2CZ
z?Q*^Lheo&k%Zei#DQ+#%q?TuM$8@CDFf$&9->_jXfqS(aB}=P0UkJ!Uf+JB+G-|}U
zG6fT}^rPcJ?|*Xw@44oVz3ZsFKa=IlU$Z<#9n*R1Qz}-K4g~eO5wMsQ6)fPRK`xc-
z-QV$Uxv&<3VY+7RRORy>l}DL^$%U2OOaq9z^+}Jv?LTQX4>H}tQOF6~z_EFKG253j
zn?J2%&gU^t?PrU158HLj={}C2%SnuK2`k2&t8-0eM+kU#Oi$>ay{n$^e1}XQ87+PE
zzI>K8H!&)4X}&I?@HFUD&2Sob_Kw5)l6Ci&`bT&kH`ex0WT%iwv=OCAO4S=ZZUFrL
zTGW*2>kVBiUvYQOo#SZ^C#Mj6T(cuvHW+ryS!ziyzP~q}l_?(D4E==$Y8^gBs$oJs
z#Ec<fVO_ygTwkB|`GO-!!+&-5V|wC5)!U|0g;|#Te%jhMrBwFe{3vUWct)%_AE&`J
z>^_ic9=EI(PNv(&AQ1x7we*M$2IWYDC($IM?6xOelryV{QR$FcX*cJm`J+KLrUrvV
zYi^#g;JeQ6lkU*nWb!Tjy!FU%j=SzRwX3H@zl_G|FlMFR7(jlUhVv14e2r1W_5tA;
z5$O8F9}a)S2wTDnjz)RX6vR~5q#2A8m|+VNEFSvCYjo^!P#+1*w@UOnIaf}5rdJ{f
zBjjo=fA6q+N-A5NNf%YjDw2Y0sh(U~kdIvdW!*A7b&j)cBRTA|aM{%Nkk);FS|4*P
z@8Fs%usg5>lX&ZpH_gdxwCnj)BW$8l1ONI|K1+Y3wXR(H%kE+$O^v4)2C$qKyuVsV
znj%ml&}k{$Fw*d~Ga8_duBDd#jf!+BjJ4pN`0HpQ8Np;rm_>4ZYdY~~zxm)UEs&SD
z$QZ5k428gS<P;`<@UWFtig=Ap5I`RKhvs_{W*AXNhMOjr$74rsYnEzMxA7Epdqm*_
z{<8CltlyDY1m-cX`E-3Jl~q^w;7gvA;9g!j9U_1JM~!;!;gi+<vaf%>u#x}TnYN%R
zbHA0L_jDs(TO(cMZRJzgF79aw?*Xe_A*pcDX`I|7VUHMZU}*BeW^7xn_R6Mrv*otr
zeZQK|pBM%$9>bfN%bA-^=usvyV$n1{=$6I`ocbV_%;AZ^;VTk)df3N%mTMj2ioHK3
zy7~tRC1NsLp{_nzWo58}fyLboEKwxf++By~RttA*fx|Zohv(lfiWAPE;4e*gf7V|S
z^tKIY=QCN_tJV%|m$G^~Ky^}?qY(I!8~-7lUJ|`fPIGOZ$F>er$bz!D)IjaG5W<i<
zdn18@*YU?RB)IouLoRDq%B++A#Lgv{dz!MtE+oVzE+)6?bFaDn{AAU*Lk%z(^tby+
zMPLWkvV(I``Xg}C=0L4x2WLYV6*V*AtV272>0EPEKKS<<f~Am9q+WXjHI!C^mbd9-
z-7i>FxStgjw$y^^ka6h4g}Qui%~bgUC(WL^Dh#=VdPqnc`r3Rf%AP;N%cM4ta)M4b
z`L+)@h`oc8phM}ysQiwubW#^tDqO9%-MobZ3TAGXEFS?nK|pWT-Xy8bt^&9uAt7Er
zIJPXPllhYI9a~Kv@a6<J{VEd+Dl7W}`FHPdKmgqOq7$KzSOJV|#2qZ2bombGzr<|f
ztmQKrc))`9<F^NewJh(G>rAOC^B8JQ_(bC$Xi@q-j3JTyFj5}nR6pq-kz8Cfz+GCB
z#`kATpS$3p#x$#0lOaI09&!g9LE<34(1vou7&Gik8n88h^yhQ~oq*{ovBdeIuX?8Z
z{Kvm%+tnkQsk?0C{Oq?ZEDE?cgjdh^tJJQ`lS1~0%<|Qy>?PWCXas(+uaJ;B26mg7
zJm70-DNMfi8)lKApxz>aSox6B{^he}8rCoBT*%_+<TAV$R5B=lJO_-=8r4!A4b@Sr
zzz?jwztlWXCLfz1B={B72WM-yg9RJB?ICSU0!WwrF^H!ow2a%d;y%9|_6^7>MfCff
zg1{v;yneO>HAbR0mO`HY(xD2DbSZTC6&f0v0I6<SK7iYu0%-i0o~zwr=Bh~uahuSB
zfadYvUpd)pdIFv!R&~li2OINJyG6mfuI^O}B?bTKWOlR%jjlZ++Q#knQ5%T1t9!~N
z8=_-qn3$mt4__hc<PP)iZ+h|NW>2R^2!m&M)-W>iWfT=i(7Z2qVtkQ*@`YY6FNdgC
z)_&I1qUA(Gg{#ZyGQK#Ng#}e<LC6~R{cYCp?~i{2R)FZLQ?|!?n!ue$ClrrOyscb6
z9{iNw*AFv+r-(==<th$5K1}kiBI}SSp5Wkv4qyD3bgrbd2%`ve$O4{mrj|(A!-6HU
z27~<69<GS(_ka4f3##bNU&UsTp~`#Xb5`+qK5oKJB)Vi}qo9f_h}+<94cxws;;umZ
zXyhKI>&fA>_O+$u^VPlK{A>H;IXQd8iVU4awG>VVb?_(()W`9R7pMt!Ejg(<5k`?F
z*GQv15{o3!P-n@+?4d}{QqHkUfD<1M<msfK<ssVa-bJJE4xDl@LoG1%9|{oMRHEQz
zoqRzf?Wwyv_WqIMXyN^qz;yj`+N-TQ;{L;9?vj|8Tu9`m1A<H4{8oc21&s1K!Xj%r
z<6jyj{#<&2GGD6(H(xC*T25clUIXTVL_4-T=|{XG6(mf8ATir_E(cOig(|7P)S9e`
zp;o#=`hgA6x?1Iy?2jKmGIg5SCrWjZs?Ah|t4(9TgvGk2cPg}8@)9(X-n0ypg86iU
zLjKR(@uyTsdp&yhRu3cc8E%g5Y}^k!683v)$fu|BGQ;b#rRvf83y*F@!<Y-Sm{?nz
zd{!+N3BTS!H|NAnKQ9xn-h`+2MtM|k5?vh6Yk^}EmCus{Z!hctgHPN~fJD>^yVh<b
zKCY2QdgbPHpQ+=C@Mg7kJ(@p|%W6A6WwF>}Uc)h+%i@5bZvP4cIq%f!x%SSfzCC2=
zf3*PNxKrZxh^-lNy`znqWTQ+Av{Ja?@!zh5U0qozWoP}d7|@s;&1pM+_*CXPx*O<L
z71cw-?`S7|yFCj7#viYostdRB3|dT9Dx{<i(Ze)N@4lf*Rwa~a3X7g3%vBd<*~Po6
z)mkFMBU>_ZMoRNpx^y$9=NoDD{yAFwX7l`_SXeYBJO^(yiwp`XkH-u9Xpbbdhj?}t
z&-`hRh@0bk6jSq`i(AFcz{!y^J(loyv$&g^@LF}&NK~>q-LsV(ph^0jtu2C$r~>oZ
z8%g3=+%F$`iDRL?PxtrJR}i9J3CoqeBO&2`^#++=F8bZyvi&G%LuT9#vL`og9Ms$8
z*8Npfl4$L8l)q)f)ELvt&4|kI%QtvXzJeIN^$NjOEu8)_*<5aW@qq*6%B{CA=o+86
z!y;>^PCaodByDXG-)q%Ta>BpPlj}V-)$o$?*fn#%Y5$VHy}L*OXSU6U=;5-`4FA~U
zV+RH7bEdIUy6!P-Ib5A=j?MDHem@;vm8u=uwQ^k^#W9P2d-^w>%|f2$XY)P22>0S^
zdD`5b<LzJ9KaaX%$t(q}tyes(wMm>FJ%rA9=<85#%UiE>+h$_4A#eL=yAKR(3?uc#
zo{;DX2Z1H(`E}b6&o@+z-)(DE&;m!Y&*Cz{BDTJtmb5N}lWU&*?p;qi;S4m_yHC}c
zO>sOQm<arWes_4gX|BZtS-lR%&N8SVo{+1*a(aA8^a$-@LQWaJvze#VLZ?tq7?Vj5
zQ-ILKhS}>N8?oaLf<mTflt_WRU;~|mqw#V2vzOPysSfwU3d7EHY2psG0VM|$US9}<
zP!AN8R=t9E4B52)W{@8$HZ~2XOj~TfA+R^41=CCRPO9tcHNeZoUo^>|P2;0eDr#wY
z8gbgh&43uVZ&>&6fVOivz1+k=P0g=9dx;FM)tnO`<K!`^Qe1;ULGfI?l9W%=4Q_j+
z#E_Y_c<$wjt4}9;6it8teDl&5$APnYD3o`<KbsU@B2)ElPD^@h*(D($d?#Zbb0pC%
zL=03gxj+0B96TaH^sz`uqIYvDUQ3?VFQe)dIyO3**gr^9_q9-FG{2#HWg{ZHHF0*w
zO_GD#2Xkw;6rN;#hsd3sGW<Wnl37^-bQm~&9=^UC)C@>X%xH_h^*T-KaxJ9YD?AxN
zBWbFl9W2ep&T?}|a_ntjh1auo-SJ!ApAJDcrt&u|RAs6KrBcxXkx$J$&(E5cC0Jx4
z?%}zTghG`@EZm-aPB(5=@RlZN;dhtoLZT#R2#`ZjDUcIeJY<wLogN+awz5nPL`k^4
z-`w=>R`^pb_XQx-zyH`mBWw`Gb!;Afw5WLU2m9q|?@H82t*jy<?gBK)0`1JNV!k}G
zM`u>7CfCv(>hCC+cre<DW<{&=E8qJJ5|SN}^M-HW>9o}9eN!qy!a^yt^PUr4JV8Y>
zlu4iWk1yN{HOuoC%D?<w%#Y|e0-W~}FK;gIPsJpD90kSM+EugmT;ADkY-7)Ji{_7K
z7xZ2Q;a1NnU|?%5w=917K+HJoij`V|82^5Az9~pVG5pN7fB5n0xY1i9MA;Gpoq>jy
zwpm`KDyOav@z0-Jl^(z}P*+x%`GDr_T!rjQI|f}MOowv>R(W{|$b0M--DeOS`E>kz
z9*rU#ko84KNG!m1?UE0@0-rCvpx_xHddsk9|N7SHvSWnUKcKz_rluH%9Pa0+>~dtg
zAg{o52@=KQHPvnF&0b7hLM|!+*@`weTl3TIaO}31z`Uh(;hu8Mh%V!TkLPOE+1~9=
zo*@qtcf;4~t3DQx!yAo~-5=R5M@CaC^mLp}&t}fsdoC*~xK}JQT7M*i)p^Bd>Sk}h
zmFb{-(s=4Oe46tbD>;=iD#5Ucq2Xqo^(x+wZe5_{>}_u!jnL4fz{Uo~+TNsq+MX}1
zZ%M0(GDwxa7KspZ)FbRoMF72xjo5G0h}is+mF#M-uY)fIn;$A;N}`G3KK;=u|Cyp%
zYe^5t+^*?m;7aY5Q~p&sL$1g!rk72j55ce9TRgU<?dG(wKsCxrDaHX$nn@&L-kWV3
zDcYT*Gwr*sxw${~cjuu~^!RAaj6dPH&BCHKT#|5qIs^zLB&Ai*2IyK&GfP39yRjX=
zfJ68GeX-nJqczF3NX(Jz?n$d{wv4JuX0P)j@10lA6CKCjP39l*_?8dT7YR~<_`@7h
zQNp4@t23kK+#jzLyB_bKlWl}~#ud_RFq>(WJ5VrkJ}W8hMA)X<Q1HuQsrGSg*y3(A
z&k-r+dj=>IA#Hv|C6`kAfd&Uh5tlATXtyZ=EfS#-<#K*UMv>dF!~RzMccy@mQ3*&8
zbvhx76y5%%jZgIb+U@DXrw^#8;?qB>1`|HfVu~-I#Xi95B2s+o+hkr~%fLLsA3=DD
z{OhzEpO3UP1NQNbRdAViP)jGbO|hcl6FW$iE-vU(xLt5nOE3f|8+BBQ65si0RDYFg
zcE!+`loBwXe5F)`6_Su(U39*Cx%vEaB{V~28~9Vvn=iTJfK>F)Q7hw$k0-<FxNOfz
zt|X6;(9F^nEsB2-tQ{Pi?QC6nq4UOQoY>)9M#o>e4Gvci4&S=Vce5YduAFw3nn@b$
z3mG{P{=I<tY3fn4AMdh2ay4r6s%?sBY_##4;wTe$heBdM_8T3LyZ^qi##T^R8*NgD
zf%=?H!|wvbz6v^edaorUFWJ4G@c#b&n>mWHJYzJYR`;<4))=%dXAWJob~CMq+Q-C9
zhuMsd>b-jVlZ;m4b(};9WMMFKfdHIZ>DPw>rA+sdbzz6St}L@@cwn}~M(A~*GHMen
z<_&Vu54Iar&g&7-#v>U?U^yfue*5ayrUH!CYX$(snPB5HXO!mrBo=`m$jg5j7CB{_
zNN{u3mXdKI#LSnih#ZalQbt?S`Gg`Y%xOMri!&U4k3rIoV1GP?ve=MI%**?CKe3|n
zJjRnAzh|t{<`d5w)lw{e$`@<v%Ek-qgckD?U4DLZ4NZH2AYHoLlP}QWL5RTbS&!tx
zgN71`c*aQgdLYlr{&C|mjob9W1s&mygYhi$>uV%q+_Iv1uo!}xrXFr|q;9ZqeM}&w
zOkmmPqStb6-C>7bohg?zp6GR|X(BnkTk%^)1^CPl*;W<4LPqsh&-gmupEu}k8S1gH
zqc%Ibjn`?N3G$G`8b2$$bEL`y3B1!;G6csMf)ScSSQtMteoI9)HGTc@a}StUhc9R`
z45hciN95t$-u`)hs)Y>*puh~ZZM&>U0rz2larsrt-hQT)qJ9M5uzqId6|e})Fr9n_
z3s){>Rk|wc*fpY8G}^2w2>c6`?cb4}WgQ&217}iKaOr$|cRMfPzkdhpm;?s(zeT`r
z<@Uy=TBP9wZZC421j{FJzf#?X)_PCP>1FVVAuEA{I9)43VjF*Qf`a&N2L8p%8h)^O
zYMvbt-e5fe%yA~4E5SZjB`&f*)hA}6w#Y!&w7HGFJ}_Iv?s11Ols4GDJFXfXuZmc&
z6<B8)V?4%AIH*bf6@)@oRXw}f>iz31iz4zW(-_#5JE{XBj~oK1FUu`&Zmc(n*zL9u
z=4wkL+M{YjL8`6OPpM%X4Fd-%s|y)G;vpmy_+@)&d}pCP4G=ZQZ9a%qmZ|jMXc_?(
z^O&@>2)H*#05X$Hl`{5J4tx1f1uljHd+?A*!RImKP$1Zafm7Z2Q3a9=`&`#|Tt6dT
z$MW_pa5%ZSSAWW7ekEZTt*O$~*z#A4>Flhkx4%&*w11e9-_w(cnc3Fn(i9bBpE0qD
zul(Ar_4id05AM$U_W<0B&Jc*eqa`OVi2k7jH(4Y~LN2sw%c@Hm+jlZ&cK!8iLmF@;
zOrFj$)StDQ3fdEx@XL%xU+`*M7OOCz#WQY)Me=X3K(f3<5N1QGa)a$`E&&?TRn_Y7
zO~xp!JS#hCwoto2$_Ci0UfGlXHED++*js#<sHma5&B<A^$NQRuo0}%(R$lO)ce^-0
z-#;QzP#97(vJq3OMb^!Tb^Q@0rrv2~qXF?$iI&2i!mzjA)#J@bk?I?H9m~3M=FbKO
z)O(X*f~lP4J3r@8WVt<)PYw}e)BD<y`3O2i`x%~-M{6vkt1L9p;r*ank2(Dk8Li-<
zz?ggJRL-eOBP9}20l&;~yD$aYC=*3Dz1|V!y3L;&a<sR$nN){-(LN#Q4d5=(>~2nk
ze``0sG@C+%ER*HmaI2C0Z|L@o%|0M?T$^5&0lq|mS^9Dm0Bs}OUuk>S)M3QPXC^#K
z@Qud2L&G2!m6EDcBx0wfr*F@dgzNn~wz4LSbamM14dx`hR9C;H23dQGKq;fBfbZV&
zc7U=xI1WvxBawo80{g_3M;e_JA<<C;@tB<REvk!}h{*fyi22|@VK1|c0Q$7iB8}~{
z#7GK(@p<N>B|-R*?%slojBHK@d0DJu=##`E!3C}7TXld;`;{W_@<56Cv4OpNbN$vu
z+TI?g!O1N6Xpy!hL`CCQPh5%s$bg|d)LjC~AAHe3Op#}yeCV!WQP6QHYg+I&DRmF4
zU9M{#lO5?dV75O}LQdtH?A+{!Qv)&s=let56F{qsR({iOeT4ONw*G+NkPFD<^jB}*
zbkBTi_}cDE#N^>>HEQ#aq>&od)nyE5H-U*g?tzqgTsqaat9!Br<G)p(gH#65M_YC6
z0F6FSIxq9(%+3iAIB{wX8~h8CZm&bDH~}$`p+F-ndX^L%EH_b%ud$2ej?HLly(RS)
z@-DY{U|VkuC}Uv93sAlQHieM@CXRwQy*E*~=QLay_|_y!FRGaTSVuZ0MN8QJ9l{3*
z!w*$+3bnsSWNWkmdIJuqflf=f8*E-vkB7(lq?(X0^pVRcwfiKqHWZLa<S8juh+;$k
zdpN&#7mRw4<=1;n+R4*c{aW4-5E%tA;2nbnJjQ#?YD>1Gqj5yQv%G64(Wn-a@>~T@
zbGs*_zxYm9I*Gn^#ioLdjgCx#N%cw0hb}-EJT#)+B_23kcNdiBcP+tNgQmfe>+u(N
zwy>uz2#F)cp-i3+BJ?`k)ES{z8+Enu=7N(6)`%We&0tUR|D$qSo^ckICrh+3Ei|as
z8=ndIrTJ)B>NF$prfWYOP86<%&VUnJCao!4Fo?O_7KAaEGv<y?!RVwpAns@7cW=@k
zp3f1ZjMZBzdSr5#n+7<H`VHBJGHo21OVU@Y1#YS0q0TxR{Brx<&I0*PucyVg2nrch
zN>M9dW{qtU%nMz4k~1=|1CAhYd~Ut4A|?Hv@_&y{Q4FkI6x?>qh2Vu%2^o@>XBq-O
zqJ}@a9N;oO7+oAfkY8kaoxkWyFMmI;qQwM-ri51%XJHPIEtLppBBQ}MnC6zIv)Dep
z-Q8K^32GgC#P6?CWuiv2r}eK6JjEo|g1mbhu2qi&^fKSBi#P#xjUEhVetEgq4Y)(c
zB(`fpe_B85ZGs3P(Nh{wn~1>sqrcL|n!wXY#QSt()AV@t0*t-wDJr%6Gm=?!`gkoW
z++(k9Ym2$y>E`iUy;0O21L4CcEydZJP~n~vGXM|t4`yV`4f+H<m4QFp%?&kRo<ZC@
zLnv7h*$|zwoC&M{cn{e?LQ3rb3EFG`K$DMz0w_~`gir~Te-DGy;z>m+eXO5>XyLUY
zy#B(B68D`L*Ff?!kIK)V>zj!lDCp=%fjM9Q_|wHG7GM(iJxEDOu@kzMF@OmyRNdkA
z+V<~S?M^cAiZ!Vq5$wwcoDX^(-*7l8-Xz)l5vtIeY*_4-+x|Lr!JCyGjmc-l6?s&M
z)a*Ju6F4rfk$1hv^B7u!IKE}oUIn)tBD1Dy`$_m_HAo*Ao4I+oq6X%R*msacdHQo5
z8T*r4(#h(eVPW}x|IR$h^e`1i2ZzJs`eMm--?R1Mi@2@ACuYX2Oh}xP59W@f0|!RP
z_%}NgY<wSM<pc;rD#TXs-(iu!*PIT1K&UKN0LVf>HkNRHPYWOpcsH0tUgxj`atL~m
zqazY6p+Z>VbdQ?l;`1;R^pdVP7_5cfNBFnqemrhNs~rJmS=l$Kk1v@=@{rzG!b&Ay
zAvHLd1y4-CgPZj)el%c=BxvojP3}6pJE!M#_^o*xVhR2mro`{v;q*pLK{?wJ5sxjh
zN7L$&lrvN^Tr;laVr)7qTMp_qk~}eAE1-f~b4D@rCkieT_?~qp3eo8}BSpz6Rrrl4
zRjsqz+8|7&TEkbWG{PmoBLdcwnr<`9Bg-UAlF9Rq5+p3%9}LR?-At(53)%W>mjQgM
zx38U?&7ZIa(aTq3sjPQxp$WadB9&;-oXj+H7i$=>mtfkwK|c$ht-ROU8W_ydzagmR
z#17GVO}@gQb@LH$6QM7O%;`Y7J#!avZ+&Bowbjyr944NqqZ_H9jjMZ3d^dfvN)VHn
z7_`_p91^+qy}?1>X1~}0c)jR?Tl0Q}wAo6QCMPH73xSZ8->wDy;3tK8P7`u+j17#o
zz=qwxgq-$1za?*>y#4p&ePaQoDk^VNxbq6yN@C7P3NJ1+2eu_d^ofzN6*dNyBugLV
zwkp*tg})PiG8*N0cAEvfUiu=-k@0z#-Q)VKEBWb>E*G9@Xy_#d?GfC0V2f0l$N4j8
zz7309V}k@bni~c4jQfjmkKSR%?r~WsRB-wpoR_}+dfamE?4ZJzzO==N^6ribok5cv
zyv^h^l}4AKoc$0Cpx&sw7PF}VwtM}q73kv&ixhw+W><@RfZ=U*q5@<Lgt9Ohcg<9<
z#LHTDRsvN|<_Q;Y#V&BV$|PqmB>851MzxwFf(v}DJzZ4_{%_b)#lZMU{2gp%j=?V<
zzMMW=bl!|=H#-goA{FT^CiR?*5BD%#PZonZiB4lJSC>d2iL54KYFg3M_iy1Id2}l7
zb#DR!7HE42KpV?wfqc^r4*5up1=Z<(Db)u%%GzY|eO3><SMy$60c<+W@tdqfC;L`Z
zHg4N@-~z=ZgoLOA-yV7^7d>GR{GqU|M+8%SJC!VzC3H{-v0#YY#0AFeIeA1PA7F=h
zre73m+<Kw%knjf_(1VJcj}IIhDN%g>DCxE->fY^c%c_vj5CVcqa3o5Z;}J&~Sx@EZ
zMOh?B*<7UcV&0;zYPCo7sxO;!gcBAb0rYUO=OHNQce1zOHc}wZ9T=q+<O{P*a|YYD
z865FSP(>$mhk7F)Lg9ZZf2rg3C^{<t(9!N^`d_~L+7={I^tvrC!myAGOhSI&8TIqs
z0Oq~v64=8&cZnX%dqG>=I&qCkAJyk`cs^djR%t9R=>eF`38`RzOD6(R@*zcwL=c)!
zZ3Bxll`vbx!&g3=Guz{S4y>ZEbs3DI>#`0@Y_ASvtJYnEUN~8vAsA?YqWw7Okl!rN
z2Tp%mU;uDI6%!+lnAsPyhGvI%&Cce%#T`d{Cq7foj$oqf(*`h+@}(@4z^DKzZp^m*
zkrpx_{@(Gr%iCk5*8*~Bt_qy=D5*Tjeu*F1^moUCP|-S&zs4A9dWrQoEff9exP3t!
zU%9aL2EbO5_<qy@WHq!!A#j$StT@h;>47-+9-oaBbD!-YAmttJG3hYvwB2hqRRF_r
zJ{rA%tnYj6x(?bHzOP^bf<WZ3d6+P)GED=82mlDG{^a8Dd7y)H!<+e&7(h>@wA5oH
zp^&@T3`&p6G~2%Gcs?|qq<wAG?84U_zUXbYU4k(9wG>vFocSC9l7_SCi&*6hKBf;_
ztkbcWI=n|i&jzdzW20>@R4k=O2*@q@bI*=wb2qp=A8v7Y=k1}6n{J^n5Lyh^>8^+d
zKJP=#TuJ@?^lfYLqInnDt*7^+>!qo0x)<-(c@zmI0>{?CQBZuI7XZn(<+jbx%vcNB
z3Obf;{;$*5pYAmQ9g8t)(<DRL_+<8Z<M_rrq&KKo>zpc(XF&!MF~!GB9kR$^Q)o<*
znM{;uzoXrB6Tqc)kP>8()`RH!QKjS-T^13u)-|~>iABH6zE3cL+Yo&yr4N-LUx6iy
zEIM(Ui*6{!Dl{xi2;_L>j)#P!^6o!DFeLt|0u%ZFD8c9-UE5*?vy33e?A*RDzc_rU
zZh6iGsTt05**M_H(__vkIpnJV%|Xu;j!UEzrC?8_1Mv2A0r6!j#|CC^I;xXx`3Z8H
zOf4llNqw<wpyeIo;&5Kd9)skUa#%+k-2)W)Eg!Ew>6v`e!`A~IYiMoGDF7sb#lB1Q
z{}mQ}McuD*EHM7V+1^qYWD}$$fBTW5`)<S~NktDI))6&WWrc+N?NvVi2E2gek_QS<
zy23da0Vv5zp&SBgx*M3Cfevl8$<OVRMZ)0Z%elBP|7426$O-QfBa`3L8<YO!Y=cX_
zR0mX#$>rxAQ#!ziw6A?x{I3w!G+A1<R+ddmR<=69ZH7jopd7Wfvanh%FmeWJN;%hX
zsd!$zEYV(H*CQ=-IUh_Pt+U|<p8zRs2RVg^VDZl@Gc}>3wr|oxynBbw^O4^~!IyyC
zSp65Z<?|W?*LBLDnDtp_S2Yj`g8fe~8Q6k_)XVpf!wE;#?ZcA+#9KQQesQ{Brwb?_
zEP|e2bLFG#@txQo`pylQag7Fc{M0LJf+N>r-x4YTeVM^1Q?DdA8NvzfX+*+z{6RB1
zK*?yA>%%=|u8WrRZrl9+uymko{W9+79!YGUyU`@ic-(-L>ifzX?fha3-bJ3MU9Z6&
zh6voK`pOKW<Kc1ph1gc!p@q&k4mx~0VRv_o5*-F1lftE9VB7recN-n!^`=U$5ZZbB
z%T~dnNxiOMnXK$raS1p`4*w`SLTqwQC{zv^4<_VzJA{#6E?JP224iJH-9_zYiS@T8
zvl>{^OaLBiwEzYFt3XajG$<tUt2{Vyw(=JJM)jxGv*QF&>D$@T_mv{L6X`&_ar$JX
z^5T~<h2tToUnIePXym%$6;W?n*Xu>dD+-R41m;b;i{oXO!a^i)vmtj^jh!<Otz^!}
zsX=wN$x(Ao#4jx7Z&Yk%t1yh{nG!v%cK83bI8AfcIREN3;w;T|Q@gKsUZ3t6b*tmd
zuWV(zYS=I7zPa6A-<d25ncu?5H4GCXr&4X7Di(cQ+ZG&apT<nBH0;;Q$^WL`?t3pJ
zidrHPVGRBUPTdU~_bZ_dKdhE>Ivt#0Y>|*)b5M)MBxpbWfB6oSAvGTx$ao{w>$haN
znJ!pInaqCytpS;+WBc#fWyteLoiR>n{_BhHG90FO)RFwg>nco{y-B=yNcij5Dj;Tn
z11;h~Q^m11*NcOo3?6cK(Es9QHDBM^Y4rtt?QPkzW17J9(4}yXb+C(G-z-cl)t3BZ
zs)n8+v!)%VW(%{<w+H!I3B#!)`Pt^h%l-9%l*ontWX-B24<|eK^Ffl*#o_TZuOk`y
z=P&s=s&|yj*?o-s&d$L*IJ}!td_!xM!&mxG4{o3s=nrbzfDu6j1mXIP40%ix$M-Za
zZ2)CLDiS0p!D3?qzPBHG#`AJ4x^v_U#Uxge9fX(@A*Jf{EV{{cF;^_3rWr~59}>Bs
z9Q=6CxUz5cHuISW6rT!-bugi|6A9~u{}iAN9nSWhladOY&Xj2aIN>O@5^CT$y5Eob
zj=UL@xbG2*;SNr@NaRaz^c6^Jg^F*Tk>3*32Mb#*^lT&Z9*yuNCa{+z@8A%wA6d}m
zw#8~DHMkL;!=#bTrVeiPEuZ)H$^mrDpFd7U-gQlc9^g;?VI7c%Kr7PJY@D&fzCi^b
zO=c(pCPC*naPXm8HD7+@y)!NtHpf0P5${vZ7}|JA-1mH%s!K{#Y28=qtUts9@)J~X
z9d%sQxRad!n=+A~AkmWcm_IG+EsRe)snoha3e7Bg=)ivuy{}Ih+<RMHsHPdn<0T=7
zf10~317NQxuDAI^L6Q{nT|pa^mdhrKoX8ku!{T+1AervO8L|_9YGT;*_#Mda-qVi8
z@xPD1y~N*J(pv0C%`0k3Bs@3Lk(_to>{qe;R)gq3k(}>^WYt{#*72A(?7g<T*`}bG
zMy-rU9If8J%|A*8n1Hhvx3?6*p&NFtZUvJr2^@CduzBYT(W=;x3*zE|zM~^kp{HRl
zA|LeI%){1nfqo+v6h#WHfAWUdez5e4|2LBo_ig{;tu+LWEwUPO9^WTkCF@vFuVSm^
z(@Cqwg@{{H5EOo?{y9A;0vwXJ%Vu0l0tZm+FuDJ~)X8OJT9>F}*{ew1lB@`;xe<v&
z^$nAmD-qyFkgg7R06#sAMbK&1RGpM;Gg<LhLN|{OD4=Y%OCwxNh9~bEn1iT1hutp3
z+K2gwobH=Qr9H~Av0Crx5D+9liH<L$k5R;cT-Ca00D|7wEXlAK31Q<x13ud+xHX6N
zqSt|oj{?lx%43w{>Z21O7TD*#RMeotH6Bma8^tG2=lehDm4hTaSPODopa~2{M25U0
z-!QQDzI<rg)@gzehaRqMoefdfUwgmon)6NPh|ouB4S-L<NEK@+kN$QcZMi>sb$4Mx
z%Nd#TkAYhl%I~N4`(G`<q?N_IBbsK-yYBB4$f1z}Xe?IkQLm8SbWdy_V-N%^Y{Xko
zowRur3-z4fsMhpcba7vm=ooqOjl0d^*=-PR*{LT@>(qF9(B4;n9R4E9s(Q5j_Hw^x
zb)t~YGF_D%kg4N32LbAKEuHx1FM}fmdEbM&iu^*>1SNnB`rYoK(>nW601$z#5W*EM
zNBjjOXQIE=&R-rKFC+Ywdn%_Otq@IMeg!H41z9)ZgifPa@n0V<q}5Vby`KqD6MGrQ
zNPIyC-so}th<dR*3y@?!qI(95NYt!1^mWY-DgII$cY5B%cu=^6%Q#(EI6WbwivfJh
z>Vwk=Ed=m|xWDKoI$U%kByvCDQu&Q@Fs+IC-3}4{g^tYqTb5Y;lL>UK$A$EFTxk)M
z5o?fWnCtuF|3lSPhgG$#eGCjh5G16fk(6!_Bn3peyQI5Ix<NVx>F$=2+|&kXanlXb
zo6c{x=id9>``39M<;YsIX5RS4I}{5Z?j)K!bG_rE4#X*tsk5mz=XDPch-D;SEF|Wt
z>D^@UQloR(6Bd@+ns@TS=yiva(>~y4M8(aq8KHVzDweRiyeEqG&9W9C_wvJs9?4{Q
z(kLhtheuJUga7C3j3I_c5Ket`Zzk!e%Hm9Y*2M)C<ogg$aY@_f1A|SJHGHyCun4If
zg_!ssT$>>>IG}%G)glnXBiF4wDR4Y)8stK?MtWndMK|x}0%8^ydl6=E4&IFg$HSv%
zKus%?{*$<({Wb@%zIoG06x@<zpt$+5)P;xOz6>soB%Wh+E*KW~fo=?dvtP!(@eW#f
zQ{OExt~QFG#H=VN5-um{eh7(Lavm=@>jlY0Tt4Q5BleO0ti~8G;1^9ZZ_p5g0T}!%
z3W=!=c!-1041sPCfkFuConDtE^E4&>m9kM$iu(F>VgaP1w|cVqCp#6%SJ*U&`;zu3
z;f^5@ivt{@r$7G;W=#`%y4Mxt%VK>=Di90eRdvKhdh2h_(l<o^xxN<EhA3~fzfVX2
z;*>}rm5Miv65QzI5O`0>@$wi4frak3-_dq<HjX_~&Yey&>_pYge%Ji_<&h-cs9hh_
z`P!R6o7XOZ+GRXFW#cDj)@mAfMZGJadopa)PG)^MBD?JiZh!?vrsqr52lacCs_l^7
zhG~g~HmImXOv`F6U88FZGS`vKH7r(g*?Z0o%gF+g{b9Elp_976Hl|(pWSd0XJhBM*
z6@Gz;On#bb%J#~Kn22tW>G7>fj#D`0D2o=SnE^)2$<#=;Arg`wj{QV*iC>O74+2ea
zcQYX!%77EA5?3z%hwo?_ZE{dOyoRS8%zI$G%TovgrJEvvoY`Iob!oe>cY;~}pqjxr
zH@=eki><%(mQZ$~8?<shTGK56EamDtZfMjJrZ(?%aNF!>ZJ%_o?4H<}((0#M1y>(c
z@*(dq<^W(LC;2`?8~`yCLVs&Bb=7S8u4<fi!;_<qzps}L5GA*Zo<*2cxxDGxQrQ};
z$~x5LmQjJjb1UC4^@YRk_u*rHxZBXin<!0Q>yaC<Uja->yyn^=J89`2xX%$hz9Tq&
zd_Azvg7|?y8KN1LR*=`Tql`WDX9`p@MF*|a7HxwY#aQ`o<2XnW+zJyD7QiPre_Cbr
zSVU~Nzf042`pZWU)yksRW6e7%B=vy$2v5LeoJDbc<upTchQHTN8e%mUM+7D=g=Pq(
z>CJs_eF-iH+2oG3U;IY!g2vJ1(p~u&j?*^1%4oYi`=2NA6$g-Pcc`u&=t!UA;cZo2
z6)Ksu>!uF)U?>%D(5IUU2In<JY$T7^2;$8Y6iNn<j#ziEyyN}mVg7E^?pqj_hh?1A
zirtq42WYfr>Y!`X#dY!dYtH?x5?0o7GM=U|pfF{Irnup>HK^RO3XNR<YZ3Ma1KBV;
zJ4L=tCSI<g6jluF_=BtIJ0KRM!3zBi3uW?itTmlysqH3wPS(comk>tc1}8bp@>Oi|
zdh>wIm$5ZgFsbXyKTpAA+i#n+f)p&T34Hbh|BMk8C*#q1Ry3UkX>ZK%>f*pVWg(H%
zV9|FoM3KPRj6I!-wQ@Bv!b6n(K(Bekv$S-3CKB54-?eAq83`w^#v3-~8g;s&6q1?^
z3vvKF^R)S;<=Lwn2eL^UCO{2GrbXwEf!ayNm3ngJtV)TgMuofPObd=R+gHGwV_h@D
zHO$u9o3_S@^huMA<ci72uyK0t6Dj<D>S1zgAe-if3TL!{Zrm0B?XNP|^O%Ijjg0k>
zDD)S^608&3T0p<a=Tw$wpHkPEQszLP2Fa*++BZB50qFVRFrWW(Qqr}mD>b?#W$;Ut
zOiC=#$M?&;WKWwDH3Q@gg?hqA7DDT>)aphRnuau%hNhYlp!%1sbrm;Kr+J=$2@!>S
z^HHZuQm0R!;jO54+qp>Hna-DGMKDamU;hBK&lyO8UkWkdz;$3@>J`V}sbU!t21{{<
zEx&@@cIwGUm4XNVnDgk)i^T~<pq8sW(7K#)8?mNratr2&`=Q`(YZX*9sEF1mfmPv`
z7ULdw01s&N49rK1EmSlue+4%nvEJYG!8i^LX(8j5^!4)tG1Bw*f9R3n*4H#B(&npH
zZlJn~cw*;9f;&w6JU$`e9n;x$cwAKcU^-)VPp{5hfRjpMZ_%H*BCE28M2%k<dBu_U
zXk)8F*7-n3sFQAwx88aRIF8sXL?Y<pBUP(a7B!TDIsuV`-tp!$wc1T@N-C*8O_-==
z%f?3Q2HnXg$ye`%q~c*nu#&nad+Tqo`Ws4xW_ypZw?CFsH)idnWp@^QgdNeMw*ZR>
ziof$e6>!i;^Gk$(QeY^b`D2jyD3l}j<fURRy(-E9h+mbCTkoDcUAq4!3VdOIaYex8
z#z<5xic<;$p0P$37M7yu9vUSgx?0oO=_jwHK+PL8qEYXTmzv+5<8Z~R(_FwtU)W?Z
z$x%KpUQSEPAe`$@-^kNBS5jto!ihx%H^>;V-ZHWft3ONJue{QdGgF~Jr(x0#tXJZV
z_R3ZJu(EBHF_|wb8;_l|1k@U%@|0u(0)($$Pl9}pqH1#`r;~vTE|!4+$<xOY73EPo
z>*b--yz&f*J09m{tPHPP)E4;qgHOK@dIu8Y{bI}8@9u<1mJ4nu+I-V^#Qs{VQ3=z)
zs{z-jmF)C=U=DN|+X+cm<hzq)v`c@+V#y~bf%`^8oXLDL0+aY17JwUjBQCH}anast
zY2|_)Bh?+|QV$FzE@GVE6;FZ1K@{uwwpi$AgQ;S7kNt=fIk{;OdBRWJq_C)^IOiQf
ze*ipIaa(<!-nVL-E2Ph38*h@?7)?+1FpS9Kv=0Wr4|(TTO+@^?jI6Lq7?v4f6Hs;F
zhHfWca7$ZJ{*K8}|1^dme@bK;Uez^x%kNLcQ0~NTx$uFt=$NzRp`nYc1gKqqwR_qy
zC5xTdg`Zf@;soLEwUUX{jdN)^R$%7mTVgBKylMo<1~K;+-zgm(s1(l4f=WVSJyjjM
z$!zb$7>DnNoY%b}n52e#vmPJ+;wjd7qYRBzb+4tZhG&}h`R85#n3kTmOMvTC^sJ$!
z{TUd_*YSk9S8Slh0JJscix*71C~hI^LoI~5X^GPSa+!Z=SOj$<BSVQ#*aG|!Es(CT
z0EHK_&22zZz8xm2V(+dPG@577k!jpbW}jkGA+5-ehAGRZeLdSyvJ(!}0;U;T+b+?q
zMdZ*rE^ABe0R=*yFi>KK^0-~1obI)MUb7KGfQB)0sHmvo-hxSn&hemDw_#j}0<}77
zQ@b08Cj;gQW#3JBO}xwNSa28m@R7y98MXC9=7J|oSeBKVc+a|)=UEIzt2aLmw^_B4
zh&Ij{w{i-cg=HvD%0OgCDt3NX2;xTpIkbAqu&0jPwi@%(_RQfgo*mFySCcIdO&L|a
z8dH*SgS4$WhBmhkT3VFW`(sEzSRHcps1}P@qVU1v$z<-VX4QQ&jgM@)fzXtyw@htj
zb$Ks&j=&{sGmj$)r5n<<@ij}TQ%JZ3qI((!tZvAN|8VUAp8qig1B04l`g@-0;?z6`
zD{UM1*<*em`nDS{+82ze(pN0F%EP}0EY=~=_6E-0<unIi6tTOozgMgbUzkkU`(DD*
zc7F6KiU=w)PW?1{MKUN)d16Of9eUj|(AL07-LtIeT>ohD=6uAzHIZQkFv+oBQU`W_
zXk(I)_;q$-iE<xm)Ul;&w?Z9<j<s+X3R!{hLsA5k%0rScziFK&O+;&$iI<Nij;U(v
z5c2<A{Kp{oJBR1l(#E~nX<H~ZqNlU~#T^L6ncZPbbj$v1!th;P<6cysB2%G*Jlo6_
z%-Yp`@aM!t(69R4fF2J5RabZrjBuiRSP@^RDX9ceL97I~GFUNh5Aa7}|LJ3)05siq
zCy%VjN2i8%f4hg#Y(s9Snj@R`6642Db$PDaMbRv7M_)gUl2@WI{__+{qXQg1%U79W
zhaF?V53*<12LxonZ*tPCClOxIkp&18hF$(Q@N6mN2jZt@qvV)(*Kx0TgCNk9IgE;-
z-+o8-{vd^qC_Eib@k_NMk*4ntrA+ehk(MgD*eWpOcA$PNCom}maP*}3myzLkz-z|c
z^Y@V=`-nhF$EsfZs(Wz0h+a65Hyj$Gg^P*l2gqh3Rw^qt>d5zE3Vz26A#Aumm7eJq
zAJnnILzt#w_UReM$mquSGQ%7K%W#%MT9%I1?su!4>^Tst4qElvr_$-a53G;{x;b`B
zwYe3s?*op-NdejgY*}YrTpt+{U@dL}Jk+$3QHLvvRklkb0OHH}SDz8oHKgi{D*7+7
z!EQwXAt?cp3j>Q2PSasj$G;JOE)3Yq4%RImeETSQSBB#f58L_LrM<>o#Ct494Ll#f
zF`}hsb;4;gBK$Uv`YE?Pr8G!4;lPXL^+03!=FBB5YI%G|dkLyI?U5?3h?ejkEa=CA
z5854%Nw1?+b$6M0!*nHO!o-7kr|HkC>)g{0+w*n#SRco5jQQY-W4}TtQCJzvyMO#W
zrwV~TdXtg!V+V@yf(-oMT}om{4EQ2>94i<rED{@J_Q6N?4~$qxyne^hm&OPkuBUaJ
z;tpGuRhno8LeINghh~405vOBpQ!7(+eq^IY@hJg*8-uuuVzY#Vk<v&$UJN(YX&B++
z>_rK;%U<y&tq4E_5u(QFJyVOoy0@BMP#mysazd>nh@Dv0Foj7ROeqSKXTPK}bL8JU
z@t>8tG>|wah9tnQm4T=wHnte3JXX0<*+U_tIk&pD4?atfSO+gSr;CUOxeQR>if^y6
zyGROUM2bIaJ!=s*XHPX~Iq0Nrfe*h52sodA9FR*}CC<*u1`jZKQ{HKEt<NvMiax*K
z5f);tprsJhgzDWraOWY4IFId^`Dh}-WT@7szpAd#qKHO%5i)cKwci92j!qmNs+uL1
zBo^=#9f<N=ALb+fl@coTfBtHGa_Vo<l(^2;9#!%^rXhZ7u+^E_qNEIe&@6wAOBxo!
z`yESj+!_96Gb53fagu^tO<w<lP5JgzlQ*k3pW8hv^InhLj40Lxf{B)R6AdM{3{xGG
zn%bViI{P%YL+CLt?lQl{dW0ajqZz7p*r7Kn-?H~l6SXr&lvw|WLt7i_SjX|V<jlJm
zsz41;o{Lzk&w9uA4agfi?f>--E*14Af|*-4O~o)Lps(a-J7kL>nt%E?#Y32St%RWs
zk2w;5$)H*#e6`rWks0BdOPwGMb4a^$NruI}|B_cGEUT(o<5E{QuwKQPx#gra31tE5
zW$Z^kE$SV{_d1U87Zw3_Ehd3E3?_f(BXf?6q#g20Z>VxcgU8xuPFU8uJe2-4Ci#72
zK|l(K+t@}t!+0DnK{uoT^a(L)6a+xovN=(QcqhjECXYG}_=U{=hzOB71sgZq8VwU%
ztIVVMvqDwTapxm~8X<3wiAf2kBHin5*}4IpEW48mNw3^O0LWzT@CQZ&pYs_0>Xxen
zbJsr#7YAYJ2IJ7*uh1eB^A9TR?yZvp007G$!FhimE<4_y6jckd!T8!8+)mn!mqYSA
z(YJ5ndfMmhm2=%_jzridt<Fj3sw_xKd<bexf{YKy{`FV;<lcC?N@T5Z#%7>7F=coy
zp$?_Y;K>rw0JO-DpVbm)%99&gSa@vad1xSAY_{-OeQ%f;#*EXRA!vt+m3<Y@-8bf}
zfH0^N*y=<j?7}1Ot_YFd6uL-vNO>*<^y@CJnYCj6g%c~%1g`i1a~c6I<O39lDw8hL
z4-2@@kF>vPL4MjVy8DU46!zIjCxfRio}jB#&Wek!niSJgg@sFtLB6nC*}X=rO^+GS
zy;Iox(lpRekuQwiW#FD)ro9tkbCfHJoHJz>(bS-3e;hMfv(jwXe`h6OR;1&IU7=9o
z0C+IWo*v`BDZ<{!G!a(l*LpQ<xE#-XxYy~+(12W7vr(R{Qub0R0TyyC3{7RZS7)`6
zJlbG*Q*dRws}ZwFOUcsI^!qbIgV)W;$@B*`Yln7oU<#xvcnc`L=%pNca$hDBi^}U9
z?c~eZuYY@U;yl)usff;j((3;u1s7ln|7vj|Efq+q*x-5_YZ`L)m%HZEKTcn41RB3$
z%~N`$zxfkgt==*ie6@cE?ng7iC5%0aa$XUmIW`g-!zTb+czR(uF5J?v>{5EG_r#pC
z5d4v^;EkscNy~zeiWYfnEVb;i-SMZy&6hekANyE<C3h(Kq71wU8PJ?7(dB_Zcey^N
z@;sgKM%0Xe-Nrq$q4enm@aQX`rOHS<#hFhYCnf9fT#5_nn-lTF`MK5T9?J2*1Yafu
zs6KXblmJq?Xm@kT0a=Fz2bye7)-v6?oY($D6U~1#3&R3>#YiBD1&5y;6!(z?%Ahc(
z(`RUiB!=M-^GyK*7-c8GyXO5!!4u;qwqHH(yuVn5I#a(<0Y`W_fGO?z18~oPWMhkB
zjr6lxj2zIB-OTMo2oJ8o*}TIiA8E!>mKHjp_Lt0U=N!0<1Wy9}IB?`xDwo8)BYYg5
zKaD-@#c=hsef(GW4<KKgDtm*Os5w(xAX>^GnF3@ud8X-`m#>oGHiQWM@sIE%fqnCc
zeIFUT)TJnKr^=H){4D&CA!zdaV}~(-M|IJo6ZO3<QRxQ)u4e!x<-b_fkV*bY+%T^p
z;Ybu4vK-4A;q6SZJsH{)QPg@)hTFN<y79A~<4%y~C_p@N*>1U;3Ous)z-ort^&TfE
zVF35>aOd_9zx5vwA<!yV06E6KCEapuPpVW#;0mjDSCo`|?#SB;z&jF5z}3mWy1d;m
zMEaZ|K=AYfXweqV{f?o4t#h@wa7M6oeK*R_bp6)5XVaomSc$nv*@#_Mc|9OQ5MunC
zAMv^${rV1`hZ_PDcNR~&GXQMzSN__&wM_SuFB&NfMTc!qU*r}Cy#8qfZQn|Mz0!DL
z2e*@0ujQz?s1u(wZx6uqx9O>~5CfvJieuh!JBeOPsnCir;DkUgV$Km$;ApO>QJo0j
zifP|$`p+XYIDHMdN{QlQ6;H7E%?{)YS%@CBv1df}HMi}@NT5@NIhE60x_vsropl_F
zzi6zpu+laiNl&a!*0rE7sY_Q-R8#X?>JsXWf9;YjOITIHS_E(*=2T?o$dn92@7Zf!
z>1mDc!`B*`aE<R%)5f|3kVdJ@l_t~Xm8sJ@;3RpEBZQo4IT-zvA+l&0N)mj{XYJim
zZ8z@rm6(mx#YiT8^3SQ>Ww-z+4^e?AKo|gb;6KXT<;8rH>m2J5h@@aQJ7za-xV{kQ
z6cdvLBt4kKU4P;SUi}4khhbqnHT!@8wo+;s3Rth0agHppPBA+qlAcZ*vG6YA>qUG4
zhsn^mq|t9W>6#ny)eZBP$aBqHq9rO)pj&SRT2if+<Y3_Fo9E6Cb6d)Xvro_4x(>O{
zCa{b<loB^Me=TD{K?A}NH+8_ol9s_DIR<;MQGt8a_J7eL(nlI}CF=BmKB`foL^%5m
z6W8lpBJQht14Rrjign_E`4oyxK7;|M-%@*HCpph;mzcsnQHI)IM|bZhCwAg{)2RWo
z)Y6L&cry`*ADSB(Yq_~<_>o_6+grozZ3gFs^Xw4UK)%&S9`^VeS~EAQ(?zS(e@h{8
z$Zb?nSBEN|)i~OC^!9m==bv`>$!F@_(8!&iJeL0lNm6ysaN8Pk9a0D_t;R|(`?HfW
zu7GQ?f#2T1L9GnL_%B(O4Z*EA(&vO0;5i7O_tOmX7c>n^KAY_FO2Y}kkF8@M_~cnG
z?;mOKJ+WO4W%~BF&n@!UEeyenrS4p)M5{Xg>$PR#OD&&)zza~Ofc0-_DTy#T`t+0<
zb`=C{WW_5aZGDP5F?rBDKaZsAY4;rXQ38cX>>gVLa#*Y+q8LpLfa=1OfBm0Ta!3Hp
z4_TJ5_f1RR#PHXGER_v|v0ReuoQDAfPw5KT=y7L}V1aKuP(Sq=4o3mrIy4V1Gw3|k
zOKW?6cl$~d3qha;;_I$JRrlBCmqA)^QXJzn94l0!q*A&KN^7n{6TdC~R{1byDGMh`
zstJvHQVaW~fgy!0qpHQ(#ngN4DD2jquj5~>_Z3KC4VlNA0(9`VY2xRecPtIVW@Qs=
zmZK%re~4bkxY0dm0@DUxUY?o-$q8OaJ7P!w<z90OkNIulJ0jq!&ZN4u`Az=f4z07N
zW74fucP946Yb>UyCP2FB5PU*-rau$5P-T9h*PjF<Qg4dXY5-HjU5~0@Kz+lkhcBDH
zsD~UDJ}3%#z6`Jx1Lxl^wDk0NK+(0w;Hlg@di9HUK{Lf_rfmgVp?LxiL{3Eh&lYRf
z+nc=w3l@=^OV`(uym7>zK^I+>EMBhH71S4Q(q4~4LAoD8aJ`C$iRm`;UlfJCkLiFF
z`Fp$iJ%}HPx`JBnJ0sB^oZ0l(F`=|QGv7(WZC9V3Y<Djor_eiR?weym6;hzT)5~!e
zWGYl?S0yD2uX(^wjiyTnoAl@5Az$>aodgH-++=tZA2}H3vAv#)7UMp{=dFFf>2<<&
z1P>RJI1KqKL{VxTgKNExZ)*NxV!>nz$)yGa?o!vZes6>zu(8NH5&_t<NLfV>-kn@Q
zM^6u_O==J1Wy2W6#SjtghSIZ2hnC$>D_P^T!CB?MaIob9;$9zgT~QCA1qB!$Pcv_7
zv#N3pM`m7`Vt+M4(|BqbwfRy+sR%2G%pbNgM+E~_mXxs=i$pz>(<-kEmU6(A@zvAW
z$($I-dQuqZfT(3J?^l2dKK{Km!zLpzDK;iw=ypI=vSdVOhDH-scR=9pXqO6UF}g9m
z0-E#DR*QECcI&>lni@hf9uSBe9z{O!ueA7A%bTaL4ogn;v0+HTZy*Hdk;Mmz3I~&j
z`_kS(H8!MTTayHaDy=UNN}KfViZe#?xRY8;&(Qsnas!<yu-Ax5ym|pV*-PC;gPT9g
z>o;j}Q*5-&OVCtPBuK4-LHS#I#jA<TXFBNO|C_US<7&)Ky6j<ag%b_jN}SQ^g}K$x
zyqlGk#rDvRCC*x-K#>J-Q0Tbcq7MN@UM>{i5kw7qwy%IRkc!W%)lOO-Zg|StIyHyP
zuGz!;y5hbIz(&NQ=Rbo|Jxl6El@IA}1B*d<)pfhG_cphcD6^9mVy>qb%x_kgoHw0R
z4S|lUcM7*4KLQq+N?Kw$6muozCHB28bEo6Sl_o0m?VhO)Z%xC2iH6#Wxy_z2LnDVZ
z5$I>10|QeaO@>xDo2mUjGfV`#!0jp0n$f&$Chk#ehQq)o@l8W37q%W(jEw5t>2+2o
za&u`1_I`YKF0eJymoJ*MQ5BZ$itN6Q#cv?5a|8iiLb5DbVho|c#oL+lx!1nO9hhhH
z3~<9CwBHJ|<NF4g(Kr3l{vQAfk1~h>2-w(JenbzeG&0)?i>AZx@8#8orx9SL0zegb
z2LMmtCJ+73Pk2b1u5a-0CNU?$klvOs;t>1Fu$!w9x8K?I?!q<bKJzG|)Nlq<TX+ZB
zr(OVS^klXh`QHBc?7Gvbk(04;(-n+eWZ#AJ)$Y7fpD}B}x^0l#y&;8;q2G<IYb<cM
zOnZZqkmmGEobMXv*{6jzPL+z8$Q1}P8CBlV<gjPIufI7+m~&fy7;$=JqIncpYn;p3
zjM;S=8;p%s4X)2eD)l;$CQ4|^xF*?Ck#Pn-tuLh6=PH?aXXFI3`!F{U^Lk>|Y}{bL
zP3HU`dEbhcxZy(;c)(#Fnqtv3Je?i+eSI3?CT%B$Uw@k%by7n5BGrF(q$S<N3Wrk~
zBHPYIY<dXg09LwX(2|a_1iY7SejG>R6Iy3M;y)BVGSkwbSkjOZm6BoM{k0YRd((4k
z^(!>YIr{$Q)@gFZ-dDTWOxgpG)qa3^VA&R{hKr~q=6ABdS(D9#ho+M2RuYF<NNPAt
zm=j@r1i(4WF9W1iHZ3=7f*O~FX6{pK|JDL52)v~tkNv($OLfGqL8%mtMJ)E@|687K
zXbF2=f)>Uss_%`;wFd18d9o|}s&HmY6MFcS$xAGCe3%;W4_O)=L227@fjT|QTTr4I
zPN2*g%yzcvs;M18Fo{fTQ(|#KB$og~`u4$+oj@hJ14Cluo9ehb7>f`xFkrQ3U^PFm
zr#izuXf@9UjCbIo1Li9C6EGEJmX2bD0JMz=gfv$DRRZiodSk?E#kS7oeRQl-4+VUW
z0fX{*7}47PTD_dmLiC-N4>l>2*F(@<gVWRrGp-ugqdBoBL@L!fd7Samoj&v3IX=jW
zQI^K$I*x|@P`i`uo@Mw5Mo1Kyl7a#IcNe*izp9GG)9jUVcGY@<6O*QANcFe2*sXiV
z`^rYlV9A$z+6{I!aC^m`pv1nbU~WHb<*UCrHYti&<E$2A;zf!P8aJ0_IqZ>D<F<MG
zwt@uQb@0BH4h?7)!Dmj1t;dfO&m(^=oNBZA{KCKG8cS3>0H8ITg-X7MkMfy6(ysn&
zvV*BvAir@*nBRfwT~};PBONUITUF_I30ACDnz(MLs8zvjDrUox-`I-+rJY8tOn0<U
zK2Upeg62uYPv9&IYvnYjcyoi^bGPqAfib5E2E@Zazt16fz9`?H2-{i0$YXs?JDRX`
zVWtbDKfySI_X}oK@Qbhqa&rNjxy$z<%VmTb^aMz!@e^uB4i&)ZW_w`|rqFZ>T!=~_
zgkD<TSB2Vfdw1U|Hw={?)NM7^O~ODK$LxIPL}H~mjZNHT2;>yha`OQf@O`nu03pZy
z{aN)X)1rvn0D!AwAUX_grx!Xv92skVz87vLD%vK4lZW=p5B6W#mbiy{yi7E5flyVF
zjnn~>ep>0oq-sOqfE-8_QVZO(<GYgo`b#*jCVlNi*R~a<K%IGSqcIMbOVTd}D`F7E
zkLP<CWg>x+2kD!0oH|ey#3U8erOr%^bPx-*w?Y4`=!tW(+6!Engx1+>f}X)jXC;)V
zyi)n6q1(t!Z{%)J-k|fh(o$fL@p=oUWe{*2%_f$lwjd)$Ud?nR*r%2K$yG~+)%`(R
zAGx~+>{r4-2$H>`X52<x<dy<Wu}`aG{IF~M$Gc6Vmd|I2AV{zY7feHfblc6{H&<rz
zsHZqNy|J9rMKNxs+P?`Z$lL}@nA>MNdU?$ihVmHNe`(VrQqq7Sn-Hp7Lx24S7@&FO
zaObqtZ=mv~!|UHn>~Z?mZm*J!W~zxdXKJ2qPr~<i7xO-3eVJ41k;Q@gO~NfB@gc3+
z)((&`ht+nqG^(R7f%~^%<zN3~f#D$t*Z`RU&?YTN42`?LydFtJnHt*tMj8dfDR@{K
zM984EZ%qVEc=!5}TOA0%tzY({`lEL>E(=Sti9UEg<i4LV&4uG?Bo0+SGzxuESSW)}
zw;lc><$hRLh~`^Nya8OXhoZ)PBz|c4#tG^g-%-DAkx0!8RbGq8j^)bQo2HLA*^RDC
zWnAUHH5-R}?$b4X|HRcH>#l#REylTaUwzJS0P@VPG?Bv++_s$OQ1FCEC?)LR&Hkgz
zoW0yyjmXylQZ+&f9&O(twb})zb|q7pAFsIIS<9m!q1V^HBwj!%iO%Ty^Prh)TWfnF
zabP=fFia>dXn7>RsHOGP#R<Z0w#iec9<3QqkQ5h3EFQTNqFfTal=5^=6k=8z5a3vA
zMfkhWK{8zMW<-h8>b+4aNrCn6G{FJ8d`=we>2m4wL&yuYHcy81beSt-o1)|KW)w50
zL92oGlJC)+8x!j+0}NK-W5mr&`jfv`&JC7Uo_tzn;*A=WauEDp;+SvcTe`OrPg*j_
zqWmZ22sf|)wVULJ{;r7EHvz`4=3GUgw{mu}O}Y768sm-&zhN9-OZG0dGvd~`%}am%
zLJ}3fTpSU4!D6c?J!&Ttd%W6m7e5;>ZTpNzWiVMYz8q#tkQ3ze6Luj3y@0C&=HS7C
zC);~R?2?WB{iw8t_s_96@0oSb+`X=z#O+}xE@{=CJPgWEBn12mdkif$O5o;m(L@v2
zuqY8vhM&s@8WuvfR=msS`RsMkg{!-x>8N}JHAVB2xOL0k-^`F7p%gzt(X3A;U<XHv
z0?)A)$#_wUUL~l2irY%9@qh&}?FwIA?ED%iPhD@jvU6TSyEmqn2B|3YOleF)ZX;XB
z(XN+G)4ky8zhL%Xgi>$=MSL+Sk_<1ZSxnlk79*xP4F^^QO<Jk)d0>q!_dHIudY5~;
z0=?R(#$UztA9m0*%WG3~rPYuuE<7F^7{6=4B^~zpWjXL=N~@6d#LOZ;W8_Pa&=~rl
zAYswCp^lf+gLNn&nw*^JgFIGJWo6a~qE;dcmB`?<G-p2KkfXs&(|br=kLM}4L*3+Q
zv0q*R6GF3R`X=ooc^w@vE>p#Drkdv5=J!L-Hdi6{(-84s^u%W3at@F6lsW*WMSwE;
zpqY<cfX|Ni86jt8$L!1lfP<1(yJx6?X>o319MsU6h#q)w^(+t%QW-1TPTTttV%{SY
z&XAP0xdwB*SC@iei)TW^Pc?-)r(alg-LJe|71PHLnTV03OcpF76})kb-lUC8%+UE^
zpZ01niL|52@b&qTw4Jd5>ofHkg$N&K#@}_%I`|w&RuL=0OemML(K>3PXiZT~+0g-h
z4Lu0gl-%6E45lp34Ck+RLFD%(y4rZe>ry?d-9GPbL7)F&chEj9^vTmhQTIne?Xhc1
zF0P{PjsjE|q(1d{x=b%0Y3kt10XJuG0?w?-@IqM8i~V<!uY4-SjTrL4J8>P-Ta>9Q
zD@SfV$rVv6Y*23PJ6-&d_^bZL?<X3#yTx!cW95rOh)~KmCT;SVuZj_bTt{LOW^Ynt
z&>wr~=#h73i(P$5pz48;Vg!nk0|MmX?>0C&^~kRPjP++7Umj}$0lNv9CP$QZ#~oY%
zL3o^MbIqIO74@OxFakRE3DlI7DR`^C*LTOzhe*KvP0s!pzxPtMfMvPrG~4iHccu?@
z=ingzT(bm_9NeLx9EqBk!~nF*9r6f0CS!Fy!Qe7|;b5{;-`2Svk2p9a#I|`+g|aTn
z55`pz{mmGTG)qYO8aQH<V+L`q^^2dD6zX+Au}}WY5jCG_1Bm96r6uL&bOX=rHJiLz
z5R-hzfs0E=qQf*e;A5*NGY<~tufU+VPnFV1_Rk4nK+#x|{gL*K%N{5AEX$ExB+tPs
z7nc@ylycqu=vOpTYc}BT>}nB{AZN=0Kj$#K@45kfd?D~Pg=G>erD&bin2b!PuTSsZ
zyBSRflI~#AeG%mZpqCrVISMn!#*U|;{Rzy0t%Fd;j-xdR7Kim4@XccvU&$Gn9Kz|<
zNkGYX{H>*hfceARXSofb`$D>^V9-OzrY-`nwB>W;#}8GtKe#@(28lzR7`cEfh5xp6
z;Q07E7r|o;n$ReHB?<}0Zm`qdQOBVUzNyp2W0>{Q`gJLqDk^&ZiuPxhWq~p!Wp0iY
z?Bgg)X^;#xWTGhT`HPk4B%N(4Ui7DqYuk(wZtl+>J+lnusd;28tuWTFx<Jx-b7O${
z0`Pb!F_Yf~IwFzLjIFJslFw&b)hcblA;^^wvf+*le$)VDysu0~ZXdumFqWqEsj0bt
zy+}z>0ATKMR1G|oK#DqUCC`lT;P-0VCxR_{UT{V6Ydgovn)BT)*6Q%ePg}yJH}(;L
z15^nGMaIV79wqPn$)z1j4E0E&HJnLX=jy1fX--b82$C60p)$VED#PVKqsDeI%K4c~
zyi=|B!tITcWcVTMDT1w}8E&T%*DZTyHEFqVw$u+4sn5W6po>pbS?<A`HeBsPf5{#K
z`>0VfDRk@abycwpV;2809gIg5XZ<1ly_mWCJstP90`O|0<G7i{QIm7UN*9e)(USt@
zgDe)#9)5%kv}G3HD4jdO)wSBv{Xs$)wJVIlMnSIMmF$kD?+uU2b|K`X{ALByW49SL
zo67GU9Yvp<OuVUKsr~?PJdUxUh6cS~KkGLq1i=mgQ}I~AD<-p>vf+-9qR>cqt4mP&
zHQgX(^eKVaWMDh%^uF_FfTNfwU!FyG!I?|DR-zkTsO+SjyyY62vwz}cK%v()qHAO@
zJNNaC-diG0OUWMxOS@u_Q7L!#dw%`^+^lq+nNeuDK4Jz=*n68leJi@uOIofKhP*9M
zdFxSoj%+00f9%H8_4Rphz1uLr&<PP?MTG`_l?4{3K(6S*8F8U}y6AdH>DQVXfq{Wy
zQOFyq{b9lgRq7kROm9yDPR{H0;q=`(ADkO^uA0WDraU}7zbcp5r^>w)9I+Mrr;X#N
zs!K<5MaAoF`@Oq4Z2W{DXaF6wsHnNxkz=0vzE#ge=ouO17a<ui&JoV)sz+~m!zS;D
zmgC`VfWe^l%DN<l%*tTV$R;>bP76EHS27OVt^@9D$rKd}ywEaZitAs}8wr<1+g<Ll
z1kCD)TIHgABCPaRly=ga!-SJ$-Xbn)K@a9ZtK6DmI{f^W`ltJ?Yyo&Esn4}(8bb9@
z@EH=2+Z|!FvZ;-R2a8i`RYzd7(}bi@DW7juPPdFbSME%W59DfJ=%J?Olx#?!>p6aK
zp|8r#ImUbGl7pS|azr^7^C<Ds?+g*0#A^N%ooXgVSVV)?S9bkk$KESxoU1H5)mh-7
zG->(1piu}kcD;+adgF7YuVh<-!Yb_S%;~yxL85j9#(K)vI&UeU8yGfGMUxS8+dhM@
zTS3Bb3^6g6D8O<3sHNrG&&Ij5y2XB7YtO%&>d?$N_7$9J)QWP5^vId0Qf|d2cdn?S
z+mKe6apD1yXw_<X9HGVRFV~%Uucu%)jLH}KGHLe<e+t3V(k2#_7%d_7;rAW>O7XL{
z2-y5`eJi5rkB;60V0?^TCtG9!iO`$Rzk6`zeDiBCLb6Cs@3`s8idC_ycX*wJ2ud7*
zA{|!bAp}`InQA-p9?1TWHKs*(QYz-6O*5}BrIVs?tCh_>jh^!cJzoCfU+^YR*EFX>
zPAT*DW~I{o#10H?p?LK}+cDjp>fd3CVM<Qu>yHk9DYYhhA|f8EemY|A_<$Z=;vebL
zkG^^F-D>6prSWV4-=n0a<Mwl)QNsUx#F<~G8AdmrZ<G&R*)Gpv3NMn&WupQ?i<Y?}
zsHWzyor~28EA*km0!cvAzGWAeF6h963G}v(+F4E#1hWk{l~oe4HS5zirgBYQad*GK
zPZ2vfaRUB(NgM8tNJ$BpGxc&sd)&d&EZN_Wj?1u1_akD5oI%6=Ica<UU2upfJyTIY
zTDY;cubEj`*nqkSyZ$>;bAQ?POb~}QiHLXKcxec=oXw-_<F5-$pz7}Mg%Z84Sfv_g
zx0pimJRW5lWvPv|rS{h}A?SmU?)TPNG=ZB`Fc})uvp_BxN{2so-fxYlqwlSm6_2dm
z48Qp_N&dvYbf*(VT18X5<R(vxpu|h}LUnFAmF_oxd7DG^Y<}}+Bo`xN9FQlf4GbSV
z$6b${YX+(a5#E8}*W&8x93t;p5L<x9;r7S%#k<CmK>Q~t$8SxjLFHi#Ca+39evD3|
z51)doo!@@Eg~*B;QMd4ajnVxGB!W8es!E1q=}<L(AKLWu2PEW6xp@h;#vRbrrY4@S
zsJG^>ZoFN+;(mT2gXcaPcvi5WA5bVJ7&n4h?VVde)9Yg8Z$^0bL_M=mkWurI2>CrG
ztv)Q`Je{pA<R>Uc&xyOTl~e~0z~uu!b3^&&Jsn=@`qzl~+;|ZiX6X0_KdS3&wt2RE
z);>Y2>ve@kiM6<Os15d~fFe^`%KbzbLGQu>aZ^*vfq0ym;?+_K@GP~oXn?%jQINUY
zk&EXM8kME0*`Nc+J>l8Z37LQZ*Q&QNxWS-hX1sBr!x>Z|?unHn4K8E6+j@?f5>D;C
z*VpicG=0R~2GnRR7-YT~h;8tBteUQ|sgmD#fWb1PK+Jt-ss7h7OdTK)$t<m;DrJH}
z@$vj*e@5KD(PPyd9bC<nh)mHGkCduEI9LkK7wD0tj_c~k=ppo?dtKBW@YLe)=ex4Q
z2}On+wY2PPdzp-?r_HBYoxgEbe&%>6j>hy2dDZH16&D*PU)$RNP**aNT6Pu;%VFRR
zl5()G?#fl&>w;t^pHBB43vnsH<>l4=6YYGnb2eq|?2r?gh5S@?n&iMDC`g9T&@{&M
z=t~DnqM9-r8H^@9KG@x$Sk$xmo1?dWKw!vj7wbMai~keXFmFm~OHr)L(-%z!!oulY
z?ZQI;EEMoK?>B=dcwS%6d43!x!D4Z`|K&Y>L|a>2D{&hU2NE0So|t~h;WSNgbbC7?
zuOnJl6fvHdg#4eeJfiMiPH;L5jEu1Lug^J>S#pFxvU@=s9AOD3-8dKu|8sEM$dr7x
z{)(G#COk^iL?-LwVwoFkabu&`J}t1gS)eeBCfBT{rzrn~r&U(K$A@dSrQc7}%Y9)Q
zjmsu+Q6zgyj+=UMMa+Z6N`Z8g<#>C}<*xfr1;%FqpAXiYe*XM19e#xBFLewgm7=9p
ztqpD=&6Sq@wA_5~Kpb*%hm}7oewuFU+W#)aDqU|sA{JiC&WuWn2eH|!13r!I>{?;s
zY=w7A&)_;4*VJEM&mOF&JvdyJ76Q#wm96cYJ=C7L)F8c&e?GMwUI}~hn17a^rXK4>
z9XabxuA(2U&}G=!k*TOm|MDfO-s&Al+)qr0jr8VQcEP>pFGb$90_LA$V2G|Wy-9QQ
zG~;=x=1H#9ttJheJc<6`_n-DGMTl(#!Mv~|5$ki1wp|j2<57*AqF<A8bysQ3X4mT9
zzdw6;wlFOQd4sw?L>!Q$qZ9p40-x=iQ_}t(`@ocjPgLwOEGnA|5|#G@9NQ@3F3>#@
zH#YI0G<}Qh`vNSXU<}Y2Q45a`VWJlg%HH1f5*20)&(WFFyYKkAd9g9t0b<e^2D?dy
z;237}z8@@J?61I-P1PC}cn|Feu+u(-R(G8r-$(#EX14O+D;e)P3>{Z9;<g+2+EJg%
zyS=W~pBG)qznlf1`fErKI$333a`VjSPxM8pwXVOU=AV;wOuv)lj`J;21kb5|3JmvX
z-gh@d!0v|X;z9$ACX%c6$ZfiI4?$t9e+%=+#0M!8OZ_tlo-Mpq6eI+*1Q^fE8F|sS
zB&VN#diFKhB*ZY%tCRzN=F(NBNtJDwj4UL?g@!*yK(9*7(O(g{RWBz93wK!{qT~&l
zS5odjID|9<z?2)L(0gh@RMK68Ss@dJj17!;=Is0e>0%Hv^6W=PhxWqOZEkIn3Oe$U
zQVyJkAWhoZuR1*y&Cjomcrh!ZEhR<O@Zrq^mQnA%;h5~wQh*TX^E#nGUgYpD1txim
zD<=#US~T<U>diC?yPD0R=dMdfe&>wg40>h}ybF6Fd*mRBsPFvvK{=+05_o^Vwc!C`
zx6D+tfLsxi15tcqF#F!so!1arUB%E4qmyfjZE(#dw3t%xy$bZc;+|gG@*fc)eC8z|
zHA%Cxw#Wzc1}6@&0<1AitkqD^oQ%pJoAk#%aJ}3rw{=>x_$Eq80;G;~T8;6M4fC+5
zHQmUd$GTb+<g6CnZRLGXt`WxfrvL6mzpZ(`lQEJC3!`7^-DQ@|2uHn(80x5$fa!Ow
zvt=7TnFO1?H!>2^z2PGwCKf3_y*I`Fu;Mfn@(ZUu=e^0SAF;d_CDv0N&nmn&HT$=Y
z@y!zxeTXveBSCR(E!K$O6-6os95UPF&#nIBz0n5tO5SV2O5-c!QVrfm6v1`DqMbq>
z<}HY2aO<V^Jnc8!#3CgFoyS(l_;ejjjO3fMU13*`Jr(d7(E;KCzOjEl^BFF&m<=mi
zxb3zQK@gh0-K-YKV%d$!u=v<DV4Ew9LQSeZ9DdAKxicuw0B)O7N75x#T}@k3{=85s
z=$8n6U~A)<3;LK`aVayZS?&&KZoiTJD5j*eKgp+1Mi?_dzO^bcSU{PV;d)dwDZY@u
zG1+$b<jApWNB4}-Nt@j2cxw&~Z`d?t;#3)oD|^LRAG-O{<TYa%(h8)a1C{x>I|P#$
z5e5p26PLm(FbpntpvlJu%tJmNZ?xR9o^17pO#)Z>uHAK|0l$c!oA0X_9)nSBuBxhg
zPf+2#dvi(PSW*d<3x!@?^>#pDVxTKc;j-ZagKvaKSqd=$o*k3YV|HW215UbvJrfHm
zTyWNRKPkefDKex_1ccw5iH8krW2-+8jVN{cJK!tL2+sgPe4=tk!gz;_hM5^o11-l3
z^wauJbF5DaMsfkmsI@VSd4Aw8@#ZklsnL@M^6Afe${!7KXx*8i(^Y%jVmW2fxn)~y
zmn-AQ9-@#&3NkWcP$z)X?R<Ml|5P#GvJ+1iO`_lfKzYAlg5nZCr?*1HC;-D-O%S~b
zs)j~&Q&?EqaXgbo##sJCH8c8i97TaSRtmjNdVcf&r2YFJ)s&(Z>eC^LhJ2t;<MO%t
z8u8;T2I$i&=7!X5D`~)|2SoQ6A?U|%olZrl=dX<L+OGW8ILXPS4GqOLGmMPz^hd}1
z&(EQV`cGcq{Q%w4`oL4`{Nb4y9mj`bW8*8lhHDrQ5MrOo%eSeW&b@GTxy}4l$<p!Z
zk9!lh{%$}piw9hgs4>;N)+w~sPA*Lk8&CBW4-ZJlNN+n+&>T0PgEOgqu^j#Y(L{Nl
zFG)Rg7>MoRb6|R5NK@LeRf7-E2qF@K?y@pTA11A#-sA$6l^8OsgKg<E0LzF*t}f~Y
zZ=0upebdw5j~=Jf1VE!|par=9=B|qv-1>9HXhM($nuTnT4GqPGzyXL65o!4nBM(N@
z$IOG-kPjC#6^qXGI;=e#lK;LsB}*JgfB%8bjs^_L**+?$AiI39Wi#X8@bsNc4+wOB
zM_2Y)NrQ|xOzPm&xno;-B_`exmCf`fC@hR1rxeD-jzphH<X50#)e%^#l~XE}TQ*bk
zXwe@7aBBCEB;}aje*6*)9y$vg?-w-X{v{<31n)dwrl+5`Mo~#iGye#W^Xd4VDYpoh
zBkhXl_gdQNMn#tt0-bl;#olwlD+8gnJ9BLJc|t}o!+py)IvN!PWdH<6zSez<pfoON
zTQU}~2qn&RWW=2HoS$ISKvCPOUbRdMW-=hD>in`ez5hVqOUF}dBVn-jOI#Lhu@XJ6
z@DhD^2tbyLP7Ue9n(Q0OS$yLFv=U!kNk#7SKtJ~pA$I;;q^?kE_1G94H}^sC=DJb$
z%5IhQirFZOOi*OxLpI%JQvb&doi7YkmyfsDb4opQYivEwKarwcIlo{<36HF%j^XU=
zY+2gh4^k|MfZGUvO(ozV+PSz3=ZuZDXR)3o;6KxH0g5wOklDY1&b@`jg?|3VmL|Xb
zHy-JT&&xK!@@&Hx<R-V0hjIc9xJ*pw=X)jc;45H)3Hry~ur%a`Aa~QfS3_wH#P&@h
zU==74$ZbLML2tyBn8awBpC9YaoCk7OP#thz9>1de^+H`8jC4T6ywcxO#G&U)8!yhS
z`)RGUMMaG|w6uxj<;~KIXr7%ww<$i&@FSh|N+23~4Fy_k6E?E3RJ->PZumc$ars<y
zv531?kGJvtmFas8Cbw6T&-R=_%RuM}jUm=tY$Dk`IB!V%lFH0+?k@T}6~L>w46_vM
zU^E|3NTd}xyFbr4d_;681^&40#u*#rM*s$*<(8JBpyKUA=oPt^53{VQ9Q!5NBad*1
z!x@H7i9=n@0MOxZ`rxHdehnB`m1`;}$kaDz*il9X3bHpwk`|>}PD)@2YCWMWXoSDf
zGctxjX$&pM-0P?{^SVea2m~FUn71GTc3q^uF{+!g;f-vM&Ra|q>(aLvEC-hZQ^60N
zg>{6B`ag*O3!D3QLHM|Zcj{PKH4XAm?vhkflW-Qsh~jakE4(ld6@#$6-rM_dZaKR0
ztN9G2H$pqmG;=FR7^9wbGga}*B}gXgZM599p8bNW%%(R+i&i??cWQaBmR9YbMT!rd
z_gX^kJ<xd4|K*?JFtF4LosQn(V3-f4Z)4-nVUZE=l~~uMMwE&Q3>>_E5_J>jcbE2)
zSdr!gmpGK+XXJ!u3w%B^B>dTrXnIK3{Je@IW!#(Hp83X%SQ_3S4dn!mMptT7E56|S
zdcvI=XdasxkAzO0@8u{(o0Sg!VmW+y(+w^<njpA$Zx4`dk-2}GxE;@VRhYcMc50Q9
zrvCv=quTrxgIA!2<&4uG3&M!X*43nhod6F;xFFHMBVNoHoP!f*Ve4`;+}Zy{{c<S+
zfxlc)6}Xq4TAOUn&@>w?=bkV$7L7L8I2><cMpEgL{P^xfb9k!h|D1T&wDQDcb^#fq
zF0?~}FFJd&W&cp^N{xTA>=^(T2rOl@FZqS49`{D-Mgnj_&(QFC+6fC3M%(di;=0pB
zlvHa5Q>6<Bou~q%4a`E(n%T?CD4sVr`suu1qc$@3dJPEiMNL#N+s-dv0R)6)A1eIh
z*$EbLe{PGw%Dqv{30@yERGYRY<o0Xsd(hO2aDaq&LLfN!_<^8yWDFJcb6H34ggG=U
zr&R!O+YqO?#5nop6xXwA(JuV*gW2}jzqJ57@T>iOL=yt0_8v#znZ;2pf$io5eiB1@
zlC|aT6lmzd@LtL5o7peApWIdNCH_~dO>|+5AJbHoi&x2z;{QOXJ(UntzqKLHejL8w
z`q`uyu*pr`-_e1qSa2)`US=H%L)X<+l}VX>?Cov+NS&GKCmww-hIoA~_TZhMKZwb`
zk)nP}#4B%F-l29sI)7=TP41Nbb@#BZ%c|0PPKy6flqRPlGehU|w^tZB6&Bmxw-=Q4
zmQA0jq{VIBLy*CYP{{NGX>SueCHZ`()zu0yL$vSy*XA#QI3-cpr7b8GEv}>*b$VIz
z>0sJ0iO`)V3cYGXUE%I!-$6_3SG!x!d=UB>IXRKCvUI?mF<5{5Kge?HT|bk|%LU|n
zvJ4v*^K7Q9i%UxZwALIpb^u9{S66=^af=qlfOLl&H~D1{$JKCNMKtJ2Z#e+$Q2@zd
zx_Nwm#Wiw_V$HT;g8&&*R*iVbi%Dr3Q`*A9%yBWH6XAE$55`UJdi^v7Ko@ujoz6kj
zekLvT_)AOk$;a<)&M&_c7`48|P;C*c<kKPjMNDIDw3MWn^k#MN<iOsp^V`&@YoRO}
z*m`zXsH|Z$8JhusJzJ@Q{Kj|EFqMrYLO=DCQdT!JqcR!3ekPlCsXtk4Cz8J%v$VRF
zwEQP8*zV9CUB`7#XDDM{*O9XN%>}aYuj?yyM4iK^`Ox5qz7>;Xosk!J>n&({SLB>?
z8XK|bRigsS7#s4b=UhFSUyVG}ZRX$_FF1j0ve4V^w~qcLO&|t0CudIa395#RH;f2)
zM^11iazxMrTzA3x`O9-aJ>XWgNaFfd^nOt;1XKq-02Di}G#5w7tU!TDPEG+ovFn&Y
z&3F2z`~MH;g30kE@|kWemlNRbTwS@rFr8<Me^$Z@C3Ua87yzRq3O4-_uj7-hur)(F
zu$K9<3jrZdNM+K0J?Ib)q91h$dm>U0^2+l~Emu^5kpURAz<<@{9Ivdr(xD>D@=Xle
zoh$lt358FkNRYmTh5tszZd9H$hJGw&gJg>*&*Q2p*@*g#B0j*YI&4^Xf#dVmlV7?&
zado>+^Zc^;9W7H)w}YHZSGxLadDt-xMa>hCggS5iRhQP+LjYjZo4U557Qy<?*jU-s
z=}7!|cN{H8g3za!PW=%$Az;=zK*>(i({~QGbLY>`<Fs9`%7j6{%Z(@nAYV19MH0Xz
z#41krTKzzaj>d_T(T#$BB>D)|+K3F44dFDP1VvT!?tqWXhG)#Bf@uMwqW90QzLT~8
zaMYpX`G?8*SGFkh1;tB2T(U2y9Bz41s$MfM1V3fI4k$m2xptUP2u9aeYce3h!WuhV
z3g(m7PzhwoSs5*mWAm3~tBsNT$wBu}J4fWr-I7jY{MTTsjktrJ+qmRP6GGmA$KQOk
zC@&#mOBr9N)Az*PIRIH*s^NvU0&($8O0ugLk(LBlW_^~p`e6LzMBm|z>6PutHe;z)
zf7vEO|AIu^;Y}FD!J%Ep;K-SX;_a)5<5yf2*pRy>-y0w8cmMDThi~t=J<ldT0mdvW
zO5$03hE7PoBB#N+#f`dszPO!>i-?pI@E+i1oq0hky>DJ?Ne+pWBqG)_{^-bDCbb?j
zT*wP;_(P%tS&~TB4^`b8puPq4iO3@?>{Z{PArS<91oA@lCv_f$7Je^^c{i_D8V!qh
z_M)Ow13fb&{ai<fBU?(2jWkMqI34y)_pzRSNulV;&U;*SI>;hE@>cXRCWb=H-GuCS
z9h$hc_v>p<v>KdO92qjyfNaj$d^zzJ<l~o@9|^B3_a2I4?0@#_v}ZrunC$-jX_^T;
zT!=IZpl{db<4-+rc6A#IWS@`_j1lbq#;;F)fwvjn_*PeDcL6^yVe*&H+9PM}_Z^K1
zKHnO%v2F|~?0g1kkF9Z|kTAS&b9>V`>kws)KMll1*ts5Cz+IHkh`6ZszQ>t%kXHFy
zPtQi-sW*6_-CG2g)fyacen=JsGex;`AG4+qwc7|pXHI2`1fOP|ulh?Y4p!I|`5vJT
z*xriZVlkU6%?2`H<0N!VPvdAWQydPU3Si<6>`E|p#8C7Dj*c1EM-Z)}BPfkPM)Z5y
z*|1*A@sWG!)t1?8V@!0P<W0h4jYIf;e6#)0`{#=m#0xp}*eEioRhVoAr|&*hCT()N
zpKN5}A@-cLg+&KBg{SShB{eYU`^~pLbGb(u!y*av3L=hA$h|HNwsafqPjGcoe!Zw!
znDHACd^uo~8X8ji>paQ3+qY|4&(t)$GuxhMp7W_4G@?E4qh&P4D8m4$4#|h}O(@xu
zr>o&UqU*(felmZ_P<}{5!#6v`DExbr=fH7;GdX{=X~Vk{$PUiQzv9P%KyS3_(l-<<
zLLEo3)Mt@Rkx~Z7t3J5eHw8jk>g;UK(Gpd(@6MqC4GrO=tXd<C-R0r^zdSA;q3g)L
zt8K>vCnHPFlKVTyGhcs3n#M1C)irql<sh{^`OU~~wj9-tA;;0j`}ppA5QO9k9aPtd
zZu@JKKa01gseh?)F+i9S8F)T}bOi9*=pUJRhBc~6N>QX!Uw_O$P-R)|P<bhkO_5II
zCd+SDP*_Oxn(HXW^)(?LR*fA62Ppt++S<wyus!4Q{h#^Dm7~;_v4@~4MFXIl-jW~W
zycKr~swh|1F_4g0x0@rm;B&{tY0Vqi<wLWwz1D#Fe6c(U&bcLsA(+w79?ZZ{{`NGB
z$DOC5D3ukiN+giz2Wm<YnRsS#K+*EX>b%BAi6CmaU!oGZvf+R_*$NSvZBf1tI4H2)
zb9FLNUD~3oPBYw07!w(5hRF!7trHmDgEl^qNeHl3D6^7KNU=@k=Z2(1ol+Wd@^Sd(
z>Mgh94zKlE!YlHj$5kx1;v*kFDxnh+5)$3gAj?vC#^|ac%tiQVms-p%$Lkee5|zHa
z`|~^zCX*~fy@BdzVm(l*3l`*YgEjakX2CYs>Z4SV{`p<`xkkfxff;@t9*kggnx)A9
zqw25Ys`#S)ahQ-05Co)4>F!R2Lr8~&q)2ynD%~R8-QC^NE#2MS(!b5;-tT>0&-|mn
zVK`@I_S$Q`V=W%9^zzf|FEQ8*FyqY$LWx{fKg*e|d^E=wCP%>xfZE<asYePFQEPoy
zD2GkS!Canv-q{*{yVLBr0(zZeMPIq+{ovbUH70&zC-#o`Ku8;u3YnvKjlG=j>q+S}
zg2&!6U7nDbmDfmjhY{SCS46(2A0n73+gZPwd2ZK>sOirB42E)KiSdHcdr+0g?~6L%
z1Nqkcc3iFbtQ)12V^CafbNc$|A?mIl{{BV&m8jyK#1*2z$J#M5fftD`XpD~Iy+dg)
zQvajX^ZkT^5?L>S-P6Z!=?JZ$P3&{?=Q8eaQLmT8o@-_K=if?G?%9R)zVUY`9@$~q
zBaeT6U8}X8kwCTk_HJC+$|@-<GjyeTsQya*>YK>0Q~o@v3K9R?M8wCKsaj^->S)-p
zob=3`np_U=2WJ5Oa=R@-f&l1Dmf3uEtdebn4c5xWW&(S%)R0)&F)&1vl9K*dPvrPC
zfv5xI7Nq$>O}}tfJQwZpdALGA6T-+i9e*89As<egMc$-7%{RvrFjj6SkRR2AW&Bej
z_Jn`a8`UX!VK@{Ius_XK9FTf1EWoDn#08<kFMprFhlt*i(hlHk^em?eD$C3Jhs4=h
zZw<(RUa43nCU8)e&%gS6#9-VIH0m3<+q=5<WTAygBikpGZi46mS7&Wq?iUb%2{z&J
z8Me1w2%@mEoDxH$y=$8&4=eLWeYCV4E#n#WWnZ~ndwerw0)@=~iF{F9>%8SUJtbQq
zrJ=zw$WfN3eg}V>D8$_d8-862&e(N|PDJm?R|^<m|2Ox<IXTMl{0(TRB(32fCnEgu
z1Nb=<V3k#-R%cd5z5~`_jFb^-g6d|i6h|c;Ea7g77;1(RVUWfFNE67b(yObH;NT4U
zhUq$nH7KYVOQEdqpPd>sp%KLS{@vA+f)YC8gZAz;1riytRYW_KCu+G0cs+2(Uf~Lr
zA`?5O`@IyWpYmkUjb}LD<;mt{H8&%9J-K|cf~(sRv+p5s!#ruW==c10#$9QJos}!*
zKUocfLQn^@z$NpJNUAKBf$!&3Q7>qe4L_OZgaUv&1vPnpFlY@VZ>H?v#(#fVxuAA0
zudDhb@r!D{8cFyIw@x<5?7oduL*t$eN%D`W4n_NscnQE6QMs{4T=zPqp^8htYm0o(
zYE;UIYP@~`PeAaR7;j7x-0$|0@Tk_IrI*yo2Uh*t=D(PFdme<gC!1I}E?59He7dnz
z*j;9j+&bGg#RI%J;HaS!q&;^W6Qpf+5Z32uX-XgtF(`hbTfeYl$jCsiUY8soY!}tm
zrZFwtGR`R%RSM#xEefglaK(@P<bo3OE6Ye4_t=cse|ebfEzT<P^%5c!KuId>dIxdO
z$GG~2s3Bs8=zzMsYz>Ey{_u$+5*8LXyE}w-6>2MR*~>|b{QVmZl;FT$6{cKNZxG)g
zDMQy@sVr`@wJ*becPgNE^@z*OtF|2h2Y6ZqfYSq<>K%6Ml0$K!y8qwG!Y0e2;`~o8
zqE}jV$`AL>A~f{0sxJ3O&tT*+F&$l*nDW#!>*pM-UxQN-yowKe@CCJ@$NT$GT&m)L
zF6r!AdVPExetKo|NxGWE-9vNy&q~+?zeH9DPSx2Rf!C_f4T+ehruQzle#XC=mZyLJ
z>c1Vt;xIeRQ<^^=p^T&qjx983biZmpSV2xv?^e6s@u84H6CsU!pIbm;D7_aD8BvEr
z^tsGZ&MIW>l9P_vZ2QsqdX9v}`K?Yb<%LngO8@@cwNG4yrP<G2+%FL+Z4|<cQCXr*
z?|nJ0ew38F*><l`+R!t%usH3gMnGRZFwBmIKytTI<eb*;!uZEoLNhZn;k}6DI_5%z
z@En#3P4PywhJ>49I}p*X|1=>x;W>CHiwVpVqg{t#g3*$*tvjUC7Q76+{-V@<OroNq
z9H|M_pj%m$KFHzGmI*_lyqtVWv-S|Yrs?zQ-&J`ope1N(Kc~n*CTDZ07vFd7fEqsx
zQFgnE`Wgxb`qezlzm+ezMo^qF9P-i186k^r6tHBuT}hFpWOLVu0(`tnURfmmTkEK0
z!Tp<omx%BW(G?~(uUwzbHe@<DJfkY7h<taB2QlC|Av8R{@EQ7z^^qyF;4>|WNkgo_
z);G{hZnk0r9v~>+%;-8Q4a85M?$Is+bPThbGx5F51tNrMwY=NX=u+`#;BKl>v5BOp
zz_vZd(_J5#7;$;|vV(?dG*I*b{@lc5D}^R&fL|bGZBri&Flf#$4T}y#{o|;zvQE!L
zjy4qmA}N(=Ku~c=Wd7zn+1$c>b?rF+JU%N*AUWmBGl89xlW)oJGvlIsYQCht@j@Nd
z_oI2Qa`!o0P~1&ELuJBOR#l0D-3Ar@j?moL&Wp$UfCqpLiwyIqku6=;rV|FC&)=(-
z)qM?qeaevk_V9b<(pFF@I!!y&>~r1Nbw}>*#YcLO-@fPlz3lM}+Qaa)Slp*dsnyNR
zYm=y^R~Evz9m)PF&6<G(u;A5lVz@K+o|ef)c~-3E`n};BS({nH0lk{;>S4TJ<ymd6
zUWO5tkX(N&Q$rzfj_CM~j-F5nw{nO>)ZuJSG3&NlSiXhHsQ-TL=Tm8{848~p0Mm;n
z{XsL*8H*iAZ#i|F;pxVlJlb_g*QxkCD7IoyHD$W}C%_!dF)c#x?WccNLs;XVCA`<+
zCXSo66cl_~p2>9w3+Vpo8o>z8K5@N=PHe2ta+{DxIT%M;S{H7}F@fFsJVVyz3{v_x
zmG`qpD;FVe?4B&V<~ln*8J1rp{Y>IHcD8V3285BgyE`|SnHaX*l2oy1Ncn;b9o<Fs
zjl`~Jd@3ow9E>!TQp$bLCmsxfZFVm9s+c;o;>3AmnwQ&oA_V3Yyelc`5P`1l^6r=*
z%9E!hBFd?EQIXH;CL~r4T=}(3k3Jyr1B1)CiIPx8y1HI>cLUH1=tpusVL#Y>v43^t
z|8H%^i}B#Zoe}9H%!BJ9ijL}7EX+qQEAl?1$nqoH?XZ0Y-bn4oD^-m34YJ~Mvxhet
zBWgPb8-mxfHu4c^2=sq^9@W47>#_ja9MGo@xXfP;?4T$H`nS*0uf2hw8vZJ@J3aMz
z!Sm_+HiP-YJ;pT!rQT9qoP2?NyUw;Z=Tj^07$<(0Yu(QXoV;-P4Q_6=r&phao-qyu
zqXR~6+-Z4{ObXJ=Q4YA0dyXGf!Qf~_ZTDmC|CnJosCs}h7nt1EN2;G%MKX{yxa2@t
z;>;$p+lWKr(K@?Y#><@8d;{*=128iKed(CWdL~Vh#!AfI<;olZRl(QSXlPW?(O(iR
z06DgIe{XD7|4RZU#50vng|LGvji2^q{L2Waq(OcHj*u@}7Pq3WNE=H;%Z0X4E_w+s
zUqR`=!`55LA((YMrxg@DM>9NrMqZwBM2zOnFw;jQKE@6iIqF(l@1*$%88A10cY4K^
z#!y_MENbw^@vt%QWnn{LLfxAMQj^A(cDJ4un-#Njx1aeujvRj+ZI@t3kb4V5v!6MM
zIM;)Z(`=&?VeA{w+ZE9bM;a9y`PEldXUThS;x5B%Mgp+S!64QP)0Vsp-dfjcOGQRQ
zGm8Bj)JG2*YyIz?=^u|=Imh@~^p?pf^k^Pmuc;OuYBM%^!`K%7TC4fTBaTwJ?FN?f
zlQ}|}B%d!|eY(zp#Nq-CQi%q_g&hKV0(pXTxKF_E^1ZsMU)ZXvKb~yV{;kOa<OR=M
zMh1>E2m;iiGkkEhZcU=Pmx1BN>nDcg{1AOLP)xkQMH?5R0Uy}^NZAusvesZO2KJS=
z-fq85^=buN3k33}Q}r<LzoU;-S!Fsf{3C?2b95L_Wd6@Li6mU8kDm>&!YPf`PqOU^
z>y!OmRAsyPXwWSOp++S&s!z{8m4!#{&VB&1E^bA>cPvc2jWpqN;eB(!Mfskg1*+vZ
ztS9*^?Ax(FT1-2P^z`BbVa*G0wUaQ55`(?NN!{|)mLx_$!uni`weHbS37h>%ruknR
z8M%SWiqz0#2TF(xEUXwZI;r6LdSHzR48(u&vix^cN+fqeAp7+^y#I@I!1(+K-p5at
z9PC-kMj@0M`LmsEf5>fz`IINu#V7|a)Ii1yfy)E}3H!sh{($ovm-`V&uLk(GhuSMb
zM(u%5_l_Cy|D>G&kuY`34`O}7S4Hx?%@12*f~8bD>mUx$(iMJ)lvv%`3hhJGf%v*)
zN$nt_cr_Ej!2Y`p>r3p@w{5<<R&jRW*;ud=tC*DQ1W!greLQ%_B6q;A09sNozH}Pq
zz|}d*bNwtg(sbYv5pGq`98tJXBT#Ba?6C89hZh3LCfcjHfrcVxDVuRiQy;jo=&NX~
zD{?K)rT5qN3H%a8=>-L}9Y8}JTDU_c^R!xe6B98bkn65Fu@Tyh@ze}tYWqsf-|!dn
z7{>OmUxKKs&eTSqJI~xg1_+w=R`^Izzv$k*Kt^OUY}V{Nu;Ni{HqHO=NyCjg3`T8c
zcV^y?O}{=`@XgfgwXU|pLE_>P?-=d8vkz}_BPiO4Bdp<7xgp#SN5=~Ru#FIvQpIhA
zU43eDfTM*7v#pxjAC5AwMj&560YL)TDnx801xvw&q$@(Sy**+v2MTzg0S@UyB(V>Q
z_~=~EMM(5d51O=5p!;kqZblEFAGrMWF(574T3jNsIZ&wp5K@lwm2`c?bN+Y)owmS5
z=|)ZO{<8Lsv)+uw;p46)Kz<NVH8-xavwySic{oGbJZJ6)q9Y32P$F4Q`M&;@P}VIz
zws1hUE*t^fykiS2ze+FMPcBc7>Frz2P?pus;Wxsg7Z{Zq&{za(7Y>;2BUug974VjE
zMvxs@|0FO`tSisma|BY@*hTs{0F%dl@-)WV3@|#jK!)n0r|qcNlqQrJX^%X>n@t7k
zNRu~?$Ney#yofjjFwm)%yJH_vQh5EcfYxPpZVu6tvgbo4d9La3`~vWPxDiBB1CU1?
zEY-S_oybUqz<=Ru&esK&v{W@%II636ZE&^G1THUE7f^Ii-Yq^1q@B$#A|q@YXk7Mk
z3V>Pb>UGgbL$a4+=(t$yrmdW<o<x8}Ssu(+05KvX+gB$kNTseiw@_NeEvXThSu`eW
zVy98e?yn)B_#OP5a!KMaXkHj>c7?SX80uGc9VK=pBT~fBRPhHyu>E*jnxW__^vK(M
zhBQ3eef&X-Mmok)Z`i!3U*V=wX35iHg|FNi*Tx-(&y1V4p}Z>#O$nv?AL=e+gSz??
zP90*%THa$dapq?3U)XXhLjg{FcanxMg-;w*NJ^(w<%Eey4#|CDxj@u`<aVvoaoiFI
zgoXa4DFDp65CF(`SaMSLi#un0gQiZ(oW>=;xLzP^dT9w=A+j|v_)>KAc-+}m+6bgd
zh@PAf{nD3uI;JRGckV`Sb)##PLLYx|kx)T%=x0)a?%t4Xv5ps#jt7S@7@7@LV*qZc
z#H)k)&@bNeopHd)(=?#tuu|scwxs9J9dUl*5K+XN8&nI&tz1{sSkk(aWBCRfgv-z@
zN0`LR`Fp395_iqp_zKp7#M<29$IAx)!U&nAjl%G~JDYcBER??~y{vasmlnVR1ty=z
z{U(_>hyB5H%R+UL)R5ernP2B$^(ZS%?$4&K^a}PIEk;cw^;zKn?E;ivxHW!dFN>Gf
zYs#bT_{bpwZ=HXjZAPGUU+u`EP}1xT1NcS$m<WRNjfr0z_;w>bgltBPsMos_{4iC-
zyZ*zYLgANa+C6fk{67&klDa77-^6tmovA`-WN%}>>nUR7dI8gYPieca(ad@X1%maZ
zG135Cp{P)pSW(JP6(@Z4o%#X3Hufc*Tc@piQ`h2F+alV|J+n6sqf)o^g*(MG$W$W<
zd6%KW?se;ksqV)J{5OAjlerUuca1@GbldpT|E2lt8ap(p96k+TpHX>#SGV>;#Ys#;
zC_?=8hR<!(s@w@%@7!O#6f?RJwIaQ!pid0Cf{(}boZ#WS2VRkCm{CKRbZ}D>X7*ns
zP>>WlUk&kLPDE4X6*S4*J{2ApSq{p}L=?Ft3D)6EZS$DeNiSU}ww5*CoA4USST581
zCnb?-YPo!n7n#Ivh(^}>n|*Wgpy=SG6=CA4qjONyR93nWYTDSwn8UTTlXG-2wzVM^
z8x&VX@XNNLsMb5@p|!B?z)eSIXB?7r&mPOUkXq;#zE9lyn*cr1hB~fgvZdtsQGGwy
z(BVX>?oW=zCz%=2B+j|&uURZ41Qy2{D=vX38J6f$6Zeg=wd?{a;O-N{rk}UI`I_a(
zs^PH^%n9)j<=NV3G&h?ci^wUA$l~0QziOqSrYZ1^!bG;b%hp6HVxXmIE89Q1Tb`M5
zVQ1;N<WM%tcVq1N_iwjROmB29o<8=^wAfG14^PIJ>k&I{H3+9|7BUeOM(ZRC^vOyR
z=xYZ-teb0-%bL;j3uyPO@5v{T&xpD}Q{z{pWY0|k88k{Y6vleXWehenZ94b0rBQRy
z$hz}_Drpld`+`i$Rz<F9L#hVKZ%VbB{IuK{^;UiqNwh|S!umB#Vm%piI}wY_qov&U
zkaN)q2_4^8Zk^MyGwGO-Ysz0HzwK9t1x7@)Z}xitP~r~F$w|CuKJ!b%TNRzTVoMk4
ziTiotiJHFLWQB!Z+Lcj{2XXv5KIOXH#+{twvqtyD;{Kkn*SMU;DS#T3X+X?1Z5rtz
zX6w0|FU>LKO=66g@@qT{yH$%c(CZlX-jA)vS0`lq<6>HerTnBt;NMurc%!7MzoAk9
zf%J@z!NeDSS6RYHI=|n~&E?2mRbF|lW=NY7UwYhkYp$IOl#VP^jIyPXRyz9}Cmfx7
zKP@mlmKl?QtbT>HWlvKul~WdxbM9fE&}V20+Ue#OM0Rv^sMw=~DAq+!j{W}qVMM8^
zB>((me>dw}&M?m;(ae?29kq{%o2=IK-<h<woT8=@6N506*CssNvA=^hXcD+Jz6PD|
z<1b?F1}`46n?GLT4=72k?(cf5l>7v9Ysu&9ko}U93}VvuV;lC}bO;J1zb8uC_fSXg
zHTv6rm0vm`*LJ8u0njp_*l|?LmO8IC`LlDeR#hxtpCb=~S~P&O<R`PGG{5Uj=#RFv
zq}@J<{#IpWcKqc&Q#@+}Q=`+1_FaO4i|c^4o~DSwYpO+NYGI#v<(J;TKAo3|M)^dH
zVC8`xgH)Z@vofIXMC?(jrpIh!S|z_Gj!cYkOvdzlS+dOk`Bfyhm&PixaNnuYoW4E*
z(T>`1Pf^Wm_ckc7?@mqXhtvWCs9vA&ZHY-eSZhkC2t+3B#vPC}^^o=aom023Z(gu8
zpjpY(Q)7@?2v$sJMY6pc$dt4gm%DxJNmYViOKln(g#Z)RE(VtSPHi;|%}Yx9Cybsj
z&S1@5hUNQ1i~NS-Pdcx(t~j%2e~StfKyvRc^1!6<`e(UZQ2vr2he`YV7}}7M%M;sH
zzm#uMR1ir964aTf3u}fw>{6{!QNYVUeY3I(8Ixz~+d|SekWwHo`KTYwl$tX3MxaT&
zYbr*^>uuy7w+$&4iF-X}2)3aAsWk~OX|c1OF<JRlUNdlVDBM&OXb@IU|6Bm_6)=AK
zwYm8}H0iWS3%{>UcL{-=F*)WFCN!fymmzRmn7W}EjndZtPYYo2i9lq=R>R_}Oha|<
z9${fEH3cc@Ur5{@Ftr}ssd>CRWw)3q49<ORJFSRFKJh(xq5)s>j~#l2N8X2Nwz@Wi
zsVUakIh#Qy1?ieUUo@%}88yK@VEc1f*Au<OZeY?^n;zDmdqO`=KC}R<yG)F``~ek8
zUR%p&!es6r6$L@BBCAbi_B&P`o_Y9&jAmx!`|0J6pKVzP&CSO%Mc=RU`H=|<!T_nv
z&$RxfP-X6knne{2dL_pAAnLvZjSr(3{otbMW3SI&X_9M=cE3D|Iap9ohll2GvG>Dr
z6<Up_SP^~TYay1FG^m7<oqKG15~I|@H>C>k%&l~ZVhJ;~oe+J27g>ShQETW_QBTKI
z%=5{wJ+>=kZioU0i_FSSnVYsnUS&dOZQ7d@ej|qIGNCYZGTy*&U7PBZe9G^I@tg-!
zvAxk!`njCY!_k$$_JAeu6`rf2I)g<Wm4!rV<IRkNnGz`}t5;1oy$nS~k2yjigUmwm
zzMFu>h^kJ5Oq{g;KWFqQ@r6nikA<j27`;uUI)4@+PJgw*$!BwDV9=Xiuf1eb?V)8i
zsS+?*((7Rad19X6sB)4V$wKvXoXiA|eZTPYmbq2Hv5d%gi^*=vg5r6wH9rOB^I~6T
z#ksU5N;D~BJ5DWejD&z4R*|OwoQnb$fR4~fNPftsbdFbwzBjj!$=Wr`he>F>FjX%*
zKFVc&l;IIsI+AD*FxfCL#9C8VWGtmxVXVx_!O6@Odx2<yG#q_t5{+g2$vNGN5I~~u
zBPG)1seb{A1p!T~>s(n}fh;P^BI)ho3>!X^&`K1AD=Di9NIXx57EnRK<z8pcE+wMR
z`C>js6y8--Q*v18!LHjERJnC0mC}9lb>T~85+M41*zK@_hMT}pTVXuV&5TaLB4bv_
zXIRW2aV5&5^WR%6aL@%;eG+>(dIiUYc#Ac$@UwXsPhBC0>8NUxf8kC>>1FO7E;>41
zTw@8x!E))I+R|r(ePUG-ix8bVZIN5|{nU^`4i1CAmn^ysVWAnd`MD3R4W$$D9AE>V
zk8LuYDQv3A6Q4YM)>jzG+5`8T>(ZrAy{=;CT|s8%ynZmzw3v>D;{E~u-J)W(<zCST
z3dXG+<r|)T;fdb7)(EX7lzDx#UDw6TFG8dq0_b}OLFhypP*4Mfg*Lnl2)#<IHtal@
zy)DSP2WCEw9mL!U2>}~PtP07RFfK8K4C=2yRm5x`9^svqw%|3AlA!!b6(>MU&Ra=&
zpfIP*HufC9kg{T`RN2WxixoFZ+Au#Nf};r_CNsY+m*y1NIZB|wN`-nMffBp_k?{_o
zwYYJJsO8UiwTb}&i$rsD*b!g&>c9Rk;K))A`FOdH?(<sC(Ju>DM~sT}0x%D&F{+*&
zdJ%QqWN0hE3>GO{To78&>|wZ6!tT&wwX`umR{M}++2UWCA+;x+v;%yXiolsq$n*PW
zsTLW?EV&bFKTOTAh!mGuyp~qRwiwjAqfJccR4LO>Bu6qU={i_V;No136B-2q+_yc6
z*hT}fEnFyF2<HR>q`<)_u@}K3qeSpztwFEBt!R&ev6|2?v=O(00fe(KQ1tia<iPAb
z@@;3OVuKXqZD8=_@;9^iqN_Z{^@JMGMv56x7P%;`!87!d=V(NcVh4L&O>(*|rw&E4
z>8m#=tpd+3eWeOs<;;XAI93r76ORC>?H#BW(q{^<to!4-4%|VvLU*B_h?CIlA*x6!
zEvmb{UmshEv)&RlOWKD%1JB8SF`Z&-eV`@@q$&}G1Ncw?%O&`p`FJd?hm3aN-_lYt
zZ>Ov}XbrTWp!RydX3h%|Z}nP42na~Ki!6jABiB8y>JW&l-O)TlGv@`@OS9H$6C!$W
zy+=}AP2T{!0Tr*94|^^D)R>80EN{-xWNKV%ogYVR-O6$>i{AQpvkT_9f^-j?l4lRo
zi}%Y%`cI`O8Oy_3EpV9~CKyeB2TFY)gzu0V{a*lP9hg)*dU{+-pD0O#&o6|d({RKb
z?pC7fq6+4?6O)7V`V+X<64CB)398Yq#4;^j%UawbU_fmxV?;YR{kb&YEB`*FFyyg<
zJ(Bu84f$&s5RqDDZ*L4tCDq?qC6uJ6qX1X~gz&(iYjMCy_zTRVf^tk<PGxYIt{a$~
zxdC#6!?e>rG7V2OACM`2Lv6_;3BlGKO&$E_Ik%#AcSIe7sSz~vgCk6zr3MD)Yc8Ft
zC9u&$u>Ih;=yIBgsKJmwbo9ua$o|dKQ)|#ZI21DFm;{*~>FywYA!OMo4@WF!EU{MA
zY$?NY^fPHYp-a0_sS65W4!wijl5HBRG0?&+e@;mWpcAT-Gq;%JHw_omqBLyf(-@it
z0=OLr3@A&%jaC24ko`Zw&&^E(;(Py|a-KwsPyGAht~00uckPdX*&~@J=|@!F#4l@3
z*sZOp(;GXH-fLZF^Id^Ji|IdwwI9hy2kZ3vp*7o51Hf)$maP3*fB&UYR8)M;#Wiu)
z*!{NNgAz~O&=CFSPv<R+pe&O?WpF*-bpK3>`Cb7=XGydT8MrBulA0+1rVB`iz?3%$
zHS-B#A(d%{o)rR?r)AuU2CUqNN`jmz<!3%)GuVUx80T3M9t@pVK0xkB=Leme@Hyo?
zcprdw0H}WvA4JEg!q&Is7+2wXv4@=XdI;!&?GsKzV<|5mY_OWGt`{TrwctVkftPrb
zoA6kL2e8D<VU5TxT1E%bD;XHPF&z4bWpVtvqth<}h`}d~Wn~=!Z&?}qlOR1!F)0Uo
zgZ|0|Z=zHy?z9~i4DWhR*MmWT2Lo&!{~h`^K-!R;atmugO6u^`5DDi8^HNq&3o!vv
z;QP*A%;3Zv<83<;dwy1Q(CXmfbV4YeB`0lQ17I+Fcz(~Zv$ikn+U6oXJQO$YT*lXG
zA+YLLz^0^~IEx8#ys&|&1ZCf-Jgd05-=#Ypz+p6NDD(0$mg9M#Jn8E&BV%5`_^Ez^
zQ_!AntjH)7u%xbQ$H%_^DcT{}YpWe*zzr4u0$#d;d*N5G<XRoe88x3xwez^+d6go*
zgq>G7A_{;stG{MW5uDTP0x}aG2YhlzHp+E&-w7gJUdr;Bdt!yEn%1)O$N&9_nR?Wv
zI1sRBWm&GAyE;pk*@es1xJobGPdTN|ZxmY27|O7Q&RfWunIzih9(jb|NZ*gLI4l$t
zHZnziAW9UJ-8%Z5pt$*YcmpBCq3+-d*HW>aW=>DPQQ}CJsg%5O??Gx?D~Al=GkBKc
zo8W-0`x7u;K3NGnX-W-rPkB*QP^|Qc0D=^(QFL^{K$HCl0P#3GOPIZacV>6>03h%|
zzYDk12V|fku?C`A4ptsu{uwLq!0ibO7q?du65t29%|#TD2fLg+1^FQpi|W6)fFZ7W
zMn*orfBReX$|ho!r4~5SCg$p0EvdRBDH{|XD>=Q<nx<F+CQErGvVfu@&sGwa$pZt2
z(e9bSY9*%wIftmflNRWO`%j>HeztQv+E88^*)u0cLbk+)Xer1jtrc5F$|PMFUvPq@
zpOH@+S3s9+(rD$eGrny>%F0wYU~q*s@`b4AgnzzS#-A#V&Yrfuz->)t0@=7wJN|#Z
z-IG@um|JKKuIoYU>i)9a(gJ`%mEl+&>Nu|X=ilv2wpdu|vl0xsEMdNW9r7zi>lIM1
zv_qi*H!R=!ci6X>M-h=-^JJ`@IH;(#u3xJFUk~hzA6QtBcQC6I<kjH$_y{24w;2F~
z1O7N@nJjmLYCjqfspf#gqSm6xo1>_AucZE?KCPxEA!usyvP<qu8eb7jY`0#;Oh>P%
z-f-@%oNaIcC3d~`NKV<zplN{{p$^kTcq3_IVP`_^jgqpj5`Z4+f*>I4{JE>nSj3QB
zK-&P~;aA?+$w0(0{*JIA4Pg38PDZH{H90~yf71{gBOSrG#fm*1DDBgL-6yRj6ZXb(
zYyLgZER4J?+ah6YPdu@(-N5CrMHo4tb=q?!9-%T^d+?*zl<W7C&IO_zHuW0BW+lUm
zOZ(}GD$wSH5Uj+L)+Qq0!UWw=P{=WYb|oOLJAj!is0N@{h@u9$lCtcCeKE@o#aTGv
zXR+s}3gKy$8&^E^NWt<|!|qESi?E3WpgYF5b|r|s8oR0HkhNkH^b@XoZQ1zOC^Aen
zOFeZy$h<JOzMzQ-eNX3zyyh;qe(J_q1T<>p=AB+$$bkz)^~7sG+B3}?HGJRdbB*~P
zm{lbjQ$y%ft=3=CSIs8B%1YYVdC6mG1Gn$`;(%JRrUj@9wxlHO+4<lBm>_nuS|Ppw
z<dgc$;GX6eti9s$_{&Zq6ZhJ5eo=Lyz&v@`&^ah*&iQI;S$KNdP&ldfpKHRCapLke
z`eWn#k#r3YLL^JYs^O1ls>;1Adlje7r1MFx*m)4R+4pMh+D<L|Jk07?N<5MR=>ynr
zefX@*Xj2}A+-``7MH_0NA7teuDp_6=WpnKXdcRTNfx(tXe+B*NkKITf>HBnQL_{Rw
zckh}=B^2HvrvIeYsz{eOc`Hes;ZLqVF?j6mWj)Q7Ff=kU?c{j#q!owLbP?-P|3!lG
zMzG91)xEUfY0$AZdIO~<C@M+gaLPN0>|CyJfTX8isCyv5{z-;ddxAhdDqtDcl#CU=
z1}d39J(q)0=U_C0lcAuO?et_#s>1VXA}~ybmMb<PCSp<#PeQ<xq0e#KoRj>su)aPw
z{-l&x6s7W6L{rlGp4YO!WDF_XBWhsagNC{~rC7w*AXS|fGz;|^3@y}1)$Sg#%=C1K
zJ>KT0^HM96np@e=pYcdZJ0WojKc;CA-L(zr&&LQvEcD4y>fzqI><-0@m=5SkO@*`6
zIHAF>fJbFvvxBYXrgTL4V1&|(iNxqMtj~*vufW7XMM=AESXm>h+3<uIrS&$vj<24F
z)C)K7;ZH#ei(nrcs({wi=EnJL__S$>QaEO$=fH@GD_=puaFosjzEb#L?}Na<+LLyd
zP>(%6LcW9_$;kk2yn`Z_;CAGP-Ci^k51^px&a}y*HJ-1hJ#NfmF`a2d&B)+qjR@>h
z^1K5hfNwWdhi)%fKxa*=Mlf+0@N*(IHVM0|eQ@epbDJ|;7r5>h;TJo0@<r1QnS=5<
z?#taf2CZxPZb<^?EVr8QD-z`JixM$(&>RM1VIKhdbdGKG)4+9`*X}Z(b+_jiL8R9>
z0sVy-lnkD|Uf*!j&^9S(5H(uYJb>WjZcG&(NG6i<x({7JbeR`>a!MfP6PFiq!_~1C
zp3z7%LWt<yz54#yATDn`roZ6wYf7c+_Wi)XpIuaG5B_B0jJo5U9l}EOBAZfYX9|78
z4oAi==S&0X1R|EHRdzdH7oGJi#tpu#?%Od6GO=O*_Xf{7Je8#_b$@{b<sl{Y7ru`<
zWRn(t?oV(y=XG7PJF^l0vHzgC*6e0)-26h+Cr;AQ@|hnpPem;*%cWg9!zoFALl;cn
zCt|-GF2;b-D7IjzJMny7leRtR7zbUJ{pY96Myu#V?i91zHCg81hx3B+a(QBf{eVmO
zNnHJlFs-JMZ>#O7nS<8IX>l&$DmR?BW#QYbePUv|hk1{i@8tZ3qwkqtm<6#+lq3_s
zQNm#Z>#)E>UFPBEAl_+Tw6%x0<@SVW{w)Xp*}&#O?fjwfip=9<lHK3Gi+9J);V*X`
zyH;k%KmSz&Tu$n*$jE@TQHHMPM;)U@2P3`lt+%(Dnwsw<r5G{?-=CZHM(BL%@{bXX
zQ-Ds3!wX?8?|DmbiwwUA6Ik#_9`7VuVm&NoB`?zu(ZVtCxOspZ2xw<377l#0i?hA0
z<-vY1Y17VPW@{t-TIsmonlRFfWy%Y0yPAtuvnn!RzIvN?Ufe=xi`Rdrd2~+CeP}y@
zIiW|T-Z1OtQ*xHa;SrTiFM?-l-n7db@BNC5Gd;t(l%1i+O|wlm*0<u>5$bWAA6F_e
z&sXPl#4`_%GdK*bgti(#zV7q$^$leF0h)gvEjgho<vs)^SPA&TzX`>Wet+)Q*T=lM
zbrz^dc4}Y8vE_N@WAxr>yuM8*YR5Mq!1dD1>E&5a>N?wMES)QzbLP#@U6k|mf?t>L
zeH%p5W@kL>yCw0pNe(P`ii_N<Pb<VFqH$pO@he#MjsmMP&iETgp>cy>P+ejSq61ED
zkho8;pyIijNbUq@r_Jus2<xFjaD>)s9v|l_wE|eo&(Oeywhd<eBC%|@{_s{mF)onN
z=anSqm3UVo^2>?ev8#Ai;S{MJ^}3y0eR6lN-n9+%<#9fR@q9RY+Y^37+xRYzB^ztj
zT$ewKj+VBoFLLl~FYi$_?z>u7s!njUvKu%HJj+Rn=k7vL*e+`_r}^ynp(HMOdpzNC
zAA<i%4s^KW-Ce|SinsrLHAnFoBUer*;;$ky=rk5MChs_yy^4*A*@0>avE+6+N7|o}
z!`1>agBj-kN76&*)z?egzy6;jxDYe~K3fdjs;?8b10%6z?Rg;nZ}ITL|0;&;vIag(
z2Vts?<)cS5P-eDc(KbT;4<St|7ZSX_)9^o3y0dJ`z@OC*I;#z9PRxs9<d_5mL7kn7
z;|6bUOQNXC(iO63!BrzY#}_<9d%K;Yq-!el8vHY;#Z{A*-5_RBdfqs%UCT4@XyGvH
z1_o(wqJrm<`F|hF(j@$_8O<#Hq!VM3h5C7iTaGO^QdVNSc>?DDc{m5OxTd_m+J*hL
zZMD#GGb0+Vt4m!3`sA~W`hIq7!;2xLna${pYY=kn9He=Uhj1Ghou+aBL?rkve$^Y$
ziXdT=vJ1;<sP#B1Q4XisS<sM!U^$qpgtmo4GW4p>#nm4j$R)w)En2fY%r{JDwq~MF
zf&v3QZ?CvP$4eade;rx*+Dqgh+={$LMpk~*PF;*^GA3L{7%jhFUdHFCxxK!w0H<zH
zMA&mW-^6+`7cE`1oS93F+Hs1H&JrFG6ps!LQRQ|`TJsN4y%U--%|E-Sz@!x-xj%6i
zzn|@yDjh7NS;2I{gtdhJNNj2Mj(eifvT0k|czD^2z|8?X1w2y!eOpP9z^*zXb>{pL
z&z6jp(WPF->f><F98|KcoLkw}J=^9s(fBy})^d>meHD(g-MgO?>O1@K^R2GEeGcc=
zNm(EgIn-DuPCr&_FU%H&1P(+6ED*wtL{Ih*9%b#+xO@38g6+@nxVZ#a`UqRq*yD-v
zg1*E{k5e-;Vrq%CD<H@4H1#BSY+f9;)CQ68`+VR+8|bHj2n&anHY_{W=Irn!&0p{c
znEiZoN#I}Hrnb(_=G-<W5%}-TiM4i;NrEd2j^sb`iD&&J!ESeJD(?lUksU{T`#|WV
z4x>J0P6yHSn3|#H+faNAH7$Mj{mGR<eVByE=O9u0*U-aCx~%?xLuts#|B&6+-z^S~
zH-3DR28RSc*+;^>y1mo9L?m<aq<%3OE(;)MTmPb^asDM`88e}pETtd`epMgiV|zzC
z$CoerJ<dt+8!k?V;?P#AkGl}OQ+G<<Csw(cPGvaS)1p5{{Qv!KAhol;;r7N^M~L-`
z2Ll*Df&-#6p0>Vz{4NGeFl*p;fqY`sy)oRnxz=Kz2X=_E{p-X_{sl!hRGh=nLCvG^
z?Y&Y{_4@*%6v@pu5Alf5-b&EyF5kk$BQVhMRCN_-SgX!$c-YYJ5^n2%$3zUOo?C;j
zR4dPYa+jJ|?G2gIb2&#HUtSJJWw0x4l`liArWeO$6C5l_G*Us7mfpOLS|X6rkfu@|
zp61K}?{fNouOS^(ME-5!H%mAS&fB|rqiX~<{=c@Xt8miE{{)s@FFvrFeh~$6!SjP!
z>eqV$BN*fJcKoL1TNSnVr)9BJSIS(+&HRVNyfmFNmjt`$47M7*&r>~{KR6s6$;fou
z86;?$3JV;*+D*pDSP=VIK_JUypD{}Hu~sFgYs%+yLKoX~bXtE0BrkS8k2G-#@$$mN
zVA5r%$2foa94;EOsm5-l_(u8nhCB}q_PD|t^JBTr>Pa70^cuSc4yQpcM-8g^dCmE;
z1xhPA9D)J&aDt`vxy!i&$iQUn?R~p=Own35XD$VC?W%hmhsPhQOZV`|M#m?XWCV|;
zxwzd9aNWslBh+y?#8ajYhm}i}TI;xaRzawpD^_nI8B}uA111GsR?!f~fIjfv|LGvq
z(aqg@ziMa86T$ykS(I3%HNDxv>2kvfztT*_*VJCnW|izhOwm?~(!+x^z;i)3IIbzk
zWS6R*KI|wn7b$bQyo~E(MUDY$`Dtk41N;AGS{~=;AvRCH@#0v|t)IT5G8%5KcN(y<
zvR){to8G!<OCZWq(4h8zuE<Y*7h<ZsKGx{+=8J5w=+q{+X53q{Qzu>Na2VrbVz>Q0
zGWnoB?q>9lO7Kg#wil@n58r`6Z9Ahrk0kv}H^q6GxADt~faqcx^(;41dV||xL0$xC
z(@gsO;WNe)n;tBfH_hzz^ggc<^Z@!+Bbf=xd3D22>aLvOsRQk2Yzf?scSyG9!KDIK
za-p!26z^HRF)UBr5&tJ6tSZ&)7q2lrBVL)ABNJ)y8y!sEq4wTBuE<Ljgo%+rd&w@B
zy<hS)$aPG#y7k&`ydB2v)dvbTMx)KO#co2)#@`{oF_49YOC2;qO5O#{b708V*z%jI
zu&vd)_UC^UfL8vkhrX6YG7`lJKNr}ij8Yk-TOkn`7G`gTwvZ>cl_sn#$h-kt-M%qs
zjR*eDQv^u+NPp8&Q+M<!(2ZRkQ|_*`wSaB;;Wv5En|cFnhL8JubP|tNzm6_%&DAJg
zN3N~qtJ0y%>?@1KCGG2}og{q=zSpTMZty`vDxR+gd0$F#u{$|Mx2wIJj^NEY8|TLN
zUtyuX&~@)~P;y!F!Gs^eBIV8;x&{fMG&_cN$MI0Mohln1GBoTWEU34{#QyloGWl9$
z&>V#cW33Jrm(6)Rg(^WJU&x=4uHj0)CEA95;3WO6$2{D&wS`5-KG`BC%g3ABp@Fts
zeZA=;c=DHkTaP)c@0leYgu+zEYjaL9fi@VXw#heKOJBra*6E<?(rk$2fHgY<?7bq>
zH=TV^%|2$bS05xK^L=|9qQ<MWvFsZPpi9dlz01c|5B}u8yl+EyFjq4$Jp6Rl(>0t<
zx%I|SA`INV-f#GDq)+w&-tqHtKV5bvk!H*{KX7hos&-lo$S1qY`ELdGt$<tk%kzm=
zHmxa`ZKu+PQh*?D)Zp1e-`H3J5q!4ZD~>Xe;b;FD;>J3PLgny{aae6bQ+DF*jR`uC
zTOv$VZ`1Z(!ms_8lb$o>-Z6D0UyJ#fah}U3Wi_}`i`bqE;H6$L7AXsBCU30%oa3+3
z4B%Yg5T9&pnwvH~D%kPlxBV3QvY|hkW;vQ0Kg54^+~Khky2ZauMHxkJ*e)Ye*qtq|
z@8lqG$(J!J&GMMMRw~tV4iBWRHwR6M>Q?4LZ&nUM5;-s-aUz>Dl9B`btvfM??uSB-
z=x!0(?HQPH3i4mTU>WPhv2t2<u7dDLA4`!V(+4kA;_o3O{ICrnJ&yw0lJzop!BHpu
z<;go(*s;70i9e><XpK_c`qPve?viED1euz8{@dnrRqGAO&}vME9jYVdJqH|6Mk5hF
z{NB|r^ZfRI8LJ~+%YEYbK@wL9+TFD=Ln8|5c?D|-)(+G5s{Nf8tU0*Q`{ta%!BQVS
ze{^=HE-iB*+Mkq!EUC|A$R0r^3t|Fy^V<jf@0C6d?h;LhYNu(gXj?F!9C?Cl4B9_T
zJvjR0I*_qzCv-V%c=yU>uzBur?53kud+vUBTnfM`T$HkhYcY?HOaGVpGQY}l(qnV=
zXw62!`hAnkE%Yj3n<8^?Y<PER7Mwp(U&)KTxB=v<V7#5~(@&uak9(75fdh1iIKs4@
z2r0V%8;wwx3;4$B>F+h`{}QAR<yrz^dzscY=cJ=!zbY{Bpq3;}e;gE>8p~AR_|vnC
z2EAvn*&aLIREF0g2({JeDHij)lEB7Bq5fuhJ5!3KT6dI5bfB;W6kv(tO%>opZrd#r
zXdZ4g=vw|0i?>aGSI&w6xQnEgV}PCfxh*)#h}GuYo-#ab;7?Adro?aG({lOA;#BX(
z8LCX}BS^KC7J-8q6={zTLo&!jBtk1$i<HvTL2v|zt=QKDtPQGS;bHvO|8_+@1Ap}?
zU0xeRlE0=JG1Q&Ou$#5nB^=Qj_@rixh(A*jiXB#{I|h3+mhOllEF#jZ$r8x|rekN=
zZgGRm7~KU6WOMC~?D^<T*?2XKq)3DmIoQdvqdol-3EVdO>c5Wu#%TKb`@iSsM{zKt
z$o#ZKUfq}hPrN^lF;(~{gfT%=pAUaBQ0s4~Iu5#)-v9f5TpI{<Ya-@<yZ?Wu&Z;1K
zWBP~DM64tvFmN#{Ma$bLfT`<ON6J{s{Too#B2mM^<rK~^8EotBfKTDDOBkMO@bRZF
zd`;ANt0+S#t}|T(?$o#c`x8R6w6r49C<NTEXcxxQ#SVWPPBv0Av#eqRxRI32R131{
z1@^K?S60{pDpu=D2)t~{u&_x2R%E1ZzAE4AH~W;RU+!`LpB5m)VldHp^GOAz0**P$
zzwhPaJVq#p=!=yMuEfNAMaSv=2)(B_`8Gk}fRvT=e_w&#a15SN=e;duXFXRYb~6<j
z5cZ&{K-1LU<ZGw>DCP@Z@C!G28>W^Y3dwsi^or)4H&bJc)yt5CCb!A|J4xKj#}IYr
zZ+k}67kd*4?g5fCO8pC}tJy!$yQUXc<~Jv6xVmn@R;=>6A|`XJS{IAmLJcnB#w3Eb
z1{0kao3>FCJQl3!V2rY_@2M`=f906VNKcsf>Ft9Mi`DT*atdXDIVrSLGtzX0`|OlE
zjG8>ST*DB1xzHp|7yXniIarO{(dc}K!_WwMITaNA;zKluv9>2$DS!DnatY%`m9*o^
z91KGPf2u0j;GvQ<`NE1buD6ee0BjsVSNDU2Y^dmjzw%hNuJWRr6We65A%+(1?XTN^
zmoMiSukP8jtDdHw*`HIg(AiQq>Iv*?nhbwn&udXQZgJP-p(JrKOj%~xs%O*7)&Y+<
zB_@eC0$GiofSpko&CN1rX>%!|lc8LR$C1N#rQ-wR6!*mh7E-Tl$7-Wq!)~nYxovJX
z!?L2p^HlW%%_XIVY4B50i~}FE+SSPddV0-M?*EWA5K+y4)ap3quC-T$1coAt1jN?Z
zsP@8hUmoDOa~E*YDhI#Q%3YD?+hzmBz3s`7gQQaFl=@BqONmX%3PMwh2_3DX&~n^E
zz%8UZ&1kMMi-(Q!B!7E9-aWkK;Ck95480))noCHZ>6@XcQ2!PSfjBgK&D&&Kv|G0l
z7E&bQJpk>T?sl6!XKMqWHeP0C=XkRXN42>Mkrtnm;jgem|32xk9<%WN6*`lW@v6KQ
zkEvq|E1epFpgz9IPSa}`t8+8cPpl;lrQrofMNXlCgi6RMbI5t!5eZwizlOyaByt^u
zN<4^4l#shXc6lyts>?x8G8Q)<-{PH+b(%cQt9tV#iOQ>t18mvr(a~z4A;(I(K~Z8n
z&xP&_jFa<Q5xJH`qL+zp!g}`~g|DAqrpVxYeVLt7s9U8}!-km5**G;_6;knZTfSfK
zA>1;d-)i-A1FzwRbo<D)wpl1GEltJg?lM$57UBfK$0{vQ>^^CS&GWm=jx6IwQZcV$
zf2;1)Ly1L?tovGm5uVogQ|tb3#m<;ZcG~DCV`D^96|M}?sQq16H$DD~KNet^p^gwK
zcxCN_E8(D`BWw=FTisAFwfFUpejjVdyW~x1wk%zVu)cfq491qFiN(37z-Dn`QZ{^z
z+0YC&(#+LJ09NgYWv{M0w-Pxm&8fZQB@|baSP#vQuRK>g@IQR`;0S9WsjHhISp2uG
zAJ#B69gA46d`Rd|?*+Thw~dn1cz#52eR65sw@@A_Q=2KPo4AE!NZLjt26{WKcC$4?
zM0pcc=om2Ur8;m&>eHQpx`zXX>;=7y8wV78HmhTzi!S11(jHfW^x940_FsuJs0eo?
zsW{v^cuG8GOTr{jRE70Pd9zKHB0h1G&NM7kNS7QWEN6*owZyT3*W6cV5Wry=h2KrG
z<pyvGJ6vDe*TNE^qX*f&6h?{F@K!CiZ}B;c=|Sb+HOPtceK4HeeA$suwen&-U)I3B
zr2*Zaf0kGwa^#V_v3hbnhZZ)3FM~}kV1sa}m)L(luylOio-z|Tu_|TrG8Ekf=B2tn
znw6J3+>qp!p`-5I_#E`G&>gCIxa`F+6bquMN|A44P1IPaG6RZRG1<OW8hIl`F)~TR
zcZ=@k`=dWuzADpeA9(xr&7djKxSY?#lvOy`7h-vwsyCBJBWKQvq#Fv3&Y-&S8=7nc
ztuE5%`0$lSc~yG?CHPxX)-{iwa%*JizJb3>^UK7q`!I}$fOVoVZyG(j)OVs8Zytb!
zH}21m(DYi3$jIAhKl}e!azn0P5~Kr9x$fhx9o^uN9xWpL)flgpu)@zaj3;>L=>7l*
zLQ}zWpZsYy;@iDxCV<X5p%J2j8{QkG$Sm(DHNngHMedh$32c%@%5*$iDE3fRd#`sA
ziK3%|(m^43x>u!n<UpMkz-816S`m|f?gWv!!l9SOe8mnM4C=^N;UPX!pAtT~SI_$F
zGhmKoY2D<Q*4@eUBrGe74km+zh+ZH76R5QP*Tz0r-CFPX%8<mW-pE3@VZx&Vs^lJP
zg2*!(A5+tltxfTid4Qkf*_KReo8ns9=~!Au?qc+%Pr`gF_3b=7$~YX#b+<av4xipD
zh*{%AvNwfhbL;gV;LA5Dv7^)nKeLjS;|^N`)rQ`0^4C?%%b~@^F!XB7fulk}?}8-<
zPQepW{CGq?qQjY`9JOD6bDfJTP+zrOkp)BwL8pC!9nuUalx^G6svK^1DX)`FrZSC$
z{1>RzsJp(Md&f`5w;Y(-ZHh<iFHI2pFG#$4*(_4a<N4M&jaU}NHdiDE>1XX$`JZN8
zklav{#Z406xY$emH7pAQpwa3?a^fY%DSo56xOA%}RuY)akccfz*PM3lmgZ~S^Nt(1
zgmQI$KR)aS*W<Yy2iuMcvOS`Zg;M8|Mjlk^9onY^%`EO#?}{dVfNPocjdI;s&gy8;
z8jx5lz_hY<J5FakIDEz8D6RSed-UWC@jsj%pg%Njyd#&W-^jhg<-0_kEdGw6h5ve8
zwtjf-@#QRQL3%<Sc(i);VGw{4d~{*8HatM3I>G22!;kc$qo(huT{1fB4OilJKg1yI
z>>8^zkXdxs)8ZG{Q~@#w@jRx+?Xk6x`1@Ouz5&{gD}ojkn}Z)7d<#P9blEhhxQzH3
z!FF!*r<>*d$7ekzsO`aT@g-zQso|E8O^;eKu`ThiMgr!Go>Txidf+g|vwYV_N+ogN
zvTUhoeSvNHoaRDLI7$ATG|6S1J5<!4gy;UVUiS$MI+t;(NlxzczFV!0oDD~gAtBh8
z4h;RlwlOeB=g1!fgDqn4jvm+gLS(=?A?rrn?5cR2w{dcrutg8DNdQ*yV*t~)4XfVr
zn^l)T5b<=8g@ZHsh*;;_h9-23^@QuSO+M@pETLinUkWLw4DA+jFcKKf;eaxTagbre
z9&!Phl{S;xTD}hFt_c94Yh#R;adOJi#5Mf=)Vk~q*WXd4-mG8G7xsZe39_c=H|pY9
zrX^M5cLL1h;y*?Rv_`AL869e{1>Ayn#l%4wel!;qUQkxjedy$xB}??|Su3^~uC!Bm
zwj>u&Zn1&~?wasuQ{u)-gd>=(U?n7B!76%x>Dkefk|m|}x^C}l)=mAFzlJsE+^}BT
zvf}LMYn*cS$z-;0u$G>Elb(tVmZk&NNe`+u9Hx2$0x|czFDPH=j-nVN=c6M^+e3o?
z!_V*4CJLBNE7ORh&ljjq?K2SuMmXQraJ+O6(oA;8kKo;}KYM*Ce1|LEmxv$6G{XXL
z6pJBDXjZ42P4pbdQ^%KQgZPPM>YHVtl>!M$i`)EZpd#st!a*W@Jq}_B3ESYY=KxE~
z&3IL~c=T^3ea+$CNF{~*@8xMH&kp2;nyTyz98NvWHbMf<5I~gM6st8Ln6(OdGhqva
z&#FD$N_FfE`4y?vT9P;t^9M9?V2&S@5}Yo2YusMI3gHMji#4EH)S4X^D;+!-63nRQ
z<zW*mNZK>JGZbWL>EsaCt35E?C_OGfh@hrW5GMcpJ$dGbE@mv5!I2=~9^!_QrV%{c
zssTtJxey#Yc)C+MF?)HylFSQw{l;uq-&ll=Z^gm~ZouNVIk7TelDJ<Y+YX63yMIHl
z-&-6bOS!@AM3MzHPe*gzeGs4{a5+tB6k8X_K*0#r{(nUsAB6#zbgr@eiKmb1^^Mb@
zBT-Lzw-BH&`e+8^Ke)((1pT0ns4F-P^*t>s;gXfMPogqTFk{I7vKtRp-hnW2<e!~4
z!meJ>*Y!Vcc-tB2zg=pe=(vd6M;GKWRcc;c9!(>0)#Mw*D`_u#y0JCdoA_QI9RxCV
z)1c_WaT-XB28u;!2aRW)Y@fBFqPTg|D5@M`X~E<DX?D8H0CWr}<mStDLs+bqKaLw9
zzEBttPkN>{Tr)30&;g&sFJ~xNgKx5H%#&y=-Li7`Z=Z<cF>i>R;62fqjRNk|5RtKb
z+Oy?<Aab7v!UW^SV2zvgzA$H_gL&xOs1THr`8(NUognF|T|hhrHfN=$zakT36t8nj
zTpJg+dI$Jnxp(hkzYQ~qpLUgrE70&_pgCFmpmJN;yx0)G0#W+o3(SlM@eC4wz)(on
zYX@yYM>pd`PB*r@)SjhiU!v4TsiCvezEA!;Ox)fte{19-EoYtIg|t2(%iybaU(OJJ
zj2W=W90ck9IROA%-1EgD*`$1RZ)uWHzfFW=8mrVH`7e8sC4&69ksiD%O+v0MI5I1C
zV=Jz4EjQ_*i0@rw6(~tG9J6)j8a-Z03lAsuZgET!Vd*cvyMNh5A-+L?P74e~35Mn(
zLb{NG#C?Q(VmvT~o;K$X9d08Mk(MSuKA1-#kv$2EH`eoFlN_l~r+9hh2UQL`w6yTo
zqR{R?FoyRIVgPEPNRh%b4D><NtB{<ne&kl<B!PmuY-yrsO`J#5<qrqU>(9Pgi@ek6
zAsOeBmezb_wof3{)3y`r3T09`>RHa(vC(L9jTfxs!;oRg9JCGY{*I*uL_g?wZ(%L*
zZEcax<`2wl%unFPbKWYvW!=GETc|+*_D?<LZqbb&ZiyRFT=(y3e|y;@Bv!K0#g;Al
zfOKcIBempoDzoDu8y|#t0%2j?`S+xf0(NjAGe_N#6L`C>N+QiX%?KD9j|Txsfapp+
zy_(@Wofz#s?au573|b4&r9K6aL-}>xm*PcdsGwY2en%aRP=aYu`>%|E#}O4IhyeUr
zBvLN<A(*|y6`On5`7f^V1K;1DS!Opuj6s1vy{Bk(2h*r39`0K}X1*SIuc3QfERK#o
zQm*u#magji-1(B)?UDASXa1X5_uE&UT_XP<S#KRzMb!22ii!aU(jX;=?gnXTK|&;@
zj<nL<C5<%F9a7TW-7VeSdFVrPH$Kn%e%^bpe~BDt=FH6AtG>Ur#9{!bh4uPjq9}MI
zYt|b#I{6pdZzt|;QO=CWbv}hwev@zdvsDV7op-Tnek|*mM0>mF(x}|ki5D}Lg>2$L
z`;ECBWM2d4V0R9SMB3qX2}?M*rO0yZz{P<$<5?(t_}JIpF1ff`Is0a5w?m`|@l~`r
zrX~(LV)aQ(ziPD!Z%A@?GnhNrw!3;Drt?_v3rS9IZ@y}&32vii1)8f<m3}dJqTOu}
zvNk*mvh-B#C~}kOBwu|3ct-Val+d|xj6ljWv8PR4Zz1V#qhnNpmfK=L>p0WHuSF9N
z1#&!)`ScYGS<d5d{?uT_=X-YGL3u_S$OtkI{@uHH7S~1KAsRGYW1^DO_~Ww?3m3${
zO#cW;e?%pT;dZx59_>;`@UWDRw`71ld;``A6Y!-L3ui(*ps?nQ(DJsC4!O7VL4r09
z3#c5_K|wGDs<xtQO5Zojj>fMVrmXiKADF0+DBPc+Db_G5+k63!zcn*cU#EY{oZ0cX
z;oE3!G%)Xc5UQ#d(EJ4-2Hp{ip@QI}WjZuS;peY*ynTIiIGT^c7km2X#8vTlqcG&Z
z>NdY>ZV|y{{(k%h#dXCXh-g#^yyRF*58L%wRb9zZjN+W5F<F1&80L{l9ns-K)I{Qb
zOi;Tpj|FvSd5VtCXBQ1_0Vr+#f~tC&yK@I|G?9oE{GmkIn|OwqT&?i$GJTJB&8ZGs
zo~s`oN!)%aP^$;mIcK+YLD8>XLR5p;fp_|zm+yLt0l{_742=9aepuT=YxeXwbUM11
zW#SMd6ColCI`A^?+jEjJFko75qP*A9p%`~OGorYvW^Fm{^{8IDl*?#2lT81Z`WB2r
z@~?rKwxwm@4&SHQT^xHMAlwF1Yl6vZ-1Yp|ROR2~pPX!<yf-oVy%o_L@B&Tb`<F1g
zYMLky|D_xEVlC6VdEERRO%grmq?3s1i?89LD(J5PjB~zo$Ib1dHNTj`k>4+f+}$MV
zjR^M>A%8hld(Yme)r98g)8TL!vJoqIgf8m1Ey5;`epX*v)b!5kRL$_rK!)i>p=jdQ
zdth;HCT|ekb-F^>RLd=x)6+dS4GFPgIn8;0TrTdtznzhEa68=3QCQ^}rnvNON_M~)
z8=AI#AxY=0$n@;6t?LMV`R?fU+XDfEaU;yX@%TfQkS0tZg>ncvoScT*orerIbKZQ*
zAQq!b-FA0|y)l6QwiYGbBRo#i11@;~Du&hS2qwgpVfwMM1MS)NwhCxvvKy927&uG@
z6SiUvMPiLNOo4`QW$``wMWbdzBf2Kx8?5Q;$VLKe8uwur$@h1l@}KOqqYU;o^cwnG
zD^#4K*+3$R!Q}~M+rRh86FK4ivg`}drAADTQi1vNqyy`?0W8Sa!(OAY9JAIOdHVoR
zcG3rxgGCb_|4hMyHlqDq-L1C$C+B#dohJ%-gXmO_nJvCPAI=PW&Y)WTic*2yNwB}D
zq(OhGxFeR!JQWo2yPtbr-osO`Uj!}`nu6+SFAMIn*JabPq7$e1?Fnl6x6d**l50<V
z#4=;KjoAjX40T7miE}i0-wAx#3{6kJS^cFVsz)Eqnzw}kCUJXU<HTs6nfsMoRgvW+
zetH>dYwTqix=8xZTD8?WRlIHk>BUqbqQ4mu)*u?F`CVL%1ua|%K2r}}ZmCPqJqo(>
zKmA;#l@S<(BBHIG3-F}2D}E<3U%n&YG-@d-w%?okQy(HKHSdq*N(VV_^P&(=Auu%_
zqJg8yd(hHUER8bVH5a;W;~gm)mg{y^roNTLP|lwV#9rL%V3S)68LZ;K(geoKQ7Fy_
zfy=!m1K+<p<;Iqp2wJolNXL!1<><`T@3^hqe)x?8>?1N=A^J-lmWw(wyZnG;w*{x+
z-Uq2e0rf_rI@F}L)a3nQn~g`_zE{imA;efjM5MJ(k3C~!UzD3EVS*9WU?`idSPW*^
z#XTxIqF1Wp=SsaES(m1bM+-^w&&Tr;KuJLq!Dy8!_u{lq@Mz3K*5ROMRxCzDpcE{$
zeg|W+gW9r}jjD(5{@DnyU1?!-6#szwhoBk)2LlBrY`_?8GUZorJ+zc%P{C}_yq}}V
zA@py@aMM27Q0%|lvj=m8A4UAq1xH<roV(F+IXokIXLEybSF||bpiRwt{&~rHCs&=t
za^%gkx%&22v~>*m*Do$o24e@r94zOmz73~80|k9NQqq>&p68I`5MVAG)&&LAHS^R|
zZ<d==O-YDNO3RQz#~vUQ@LpX-BNhW?{jG>@Nyp0$=D73+_{Gh8|L#^qPp{cM@1v;O
zpYr~nXR{&Nmm5#~145dc4@{Z=ESfH@(t<mFD{yzA0tTi1V8VGN{xqd6f~1FuzJ;o<
zQhT$-hHvy9r~YOv3D||>xSeqs{~(mMjz9y>jHAbr7@7#^;c&!Lh5G{c-`X4bGN7xa
z>$mwoSzxE6e(zeNLp5>hf;FmDi)(8{@srWdMep(_zv|I|Ry}JYuiD{@r%hNmIM4E;
z7SGVbt?_i=Boq`l4<yYk1L(s-e`N`pbQ-2PXLmZ-pFUyk5D$1TT-`+v3A>Sxi)oU-
z{y1FkF91U~Qc#?Ol~Qnl?7qkC<$kvB%_71R$QS@djQA}C)qr-mQ7TUUj1)^Bq^r@v
zjqdhH7^ht>h$9HMq(BR7!t;#9OXijlO}3|?BVm%(3?Ag-YEFj}>-u%SwY;*yp_IEt
zubQ6$?9nUnZ`Ah<*LhP?H&-71iMVe%b#rcogoRN+mG;5x2{ASmKcz`P`#N8#o1;R8
z?&VZ27I>xf&(m0oVP!jExv9~=*i@)mKB!CZXY~6J0}_oJ1#=-ORVnQX4ZL65n`cF1
z)^PvhlW2`Jx)Sv}Sd$?kf4n?#Mx$k@IAnhUK|(@+Q)wzIgNf5$emp-g53pofAOmSH
zq))T(#140XsUR+><D*x*6re=zlA7QDGgROb`x-T|>vWRjJ*bv|2MK{7;Kd)Km6U{c
zKUmji=!m3}k1G!ZgNr6%B3jxk#5*H|51xhSyC)-H0TlAsY(XgNOW*uUvT^)@fV265
z<PTQ@s?PL`E8g)}XL`p#k}&&cPt1N4xZj_v)|%iZ<Bdq#&>*btj0<bnYX*Uh&%d5A
z^|4u<eM-mJ<fKj~0b05wrW+*Mzkao>W48FZncL;^?vYz7`G-9~o{busG%pDeG3)$8
zH_*f1N70J?Wc*<RO3R+p8ss3FLW1D3T9@dx37E{gKTA^62z@C60}bdMhV_9vd)WYH
zN_iJG&iuGcL0dtC^)Q(ThJ{pZn78m(v3JI>U6CawEd}&$kC$N+@58x$Q4YG7vi-m$
zC<seQ#DA{!>tnMMf%_+5N9l|Sd`8B}DfQrFq-r@EK3UPpI2<Nu5Q`BO_@r#mkw2Xf
zZpn>iEw~+eaq(@KBHRxf`)JfdbS<$IU|Sd;`~Wr=8F@J5068ukVWpce=k<*oxJD<y
z3_zHl`Ks77+nh2C+*`*^-ZJ;r%#Q~BDS|JS_k5+E#kjFNFB+N->YeOZDN`X4dYnRm
znTv#m){&(7=3%R`*`HCg;YL^n_n4gga0t8uE^Z_iboBHcpc(IQp{c3Mv8DUJZMsyA
zqW<Cv{%ty+C)uIgYs;$p`R7p0&NUiAovkq0Eju~3;q|Z>EVi5XqOzq@5#XY!+>m1Z
z>nR=<;*B<!Z1RwBRY>sB!d5c#QCl>4DToym6@7<wl~YChY8~9hG#{2>B=DxHaPNL9
zY!>OXHXR6i%>d5^v=It(w7_Hijp>Ufr`<dtG6-_q!Qef7pwM`lP^*)8Q@rGdn7WX4
z?|y_3?Sg&6|8XR_Bp#bSHjllL#{#?plx-a2$R%Uh?CI?GWxFI`aDDa7M+U4%s>l#4
zExq4RcVukESaULnTrb$TN@boG-xdA;79f@dBXqFCn(Xu8+#zH2?YZy66_;Oawy9ps
z%LcjJ*x59eByU+ge%us;hWhd)%eS!{R=Wc}uYVzP7c4UyDt3K78OZ1bT<4qfY&KrI
z#Fhj$E}e5;*H3wrm_3aKQcegP`Bj92;lG9^-~0;A)3mpNLgW&z&Y#VVZ8&AOnr2aA
z(rU0}%Z_rW2*?>r3l!STFWh!Fo?5FM9ea;E6syp=T*(V&PsB$+y}3_h{H)j3PAWRr
z0Ov+DAH&zB=&Dfz-w0&Wh|eP|<0_n6RCG<;07a2Hut6kg=^Fhx=4cuI=`N8s@M}mZ
zgbrRDoTsT$2W5WoYF)t+Viih`pbk&zoZN+z78T>6*?<2b_Uj5Fyovrjt589EfxTy&
zMQ%@jhX?zSViB)3^q3HUoXjb)h1`r(DR~@}Br0`<wsH_i2DioGV@lZ@V)LP$;H$G=
zz{u%MUZSv3HZ~y?yisY3h<oyycw+{=HcR$bUjvtU!pek(LUxZ`QC>j_*WzNVv@ZD9
z1j8LQvXtyO5mTmF!u7k}h7T!*$u&<_wXRT8h6uJ!oD(px?g!SU?%~-Slfwd)mKD2d
za2sW(E2Yz&j%P%oSQj^}OVObGyvs%0;yLs@?Q`ab;q|9P061D8bY5mJU}-1{aM73V
zMQ!g8)BXx0NYcuq`kI9!TBbSrX7oD#^!m=v>%*5u0=9)MpLp3yD`nr&y@3*3*?+&S
zmt)W{V6w<EENn=PcS&xT6eSl23EU$_LZNJM6l`e)<lJcj`*OxuReC<zXnzfBQa0R=
zoO^As>%pby=t-bA<CQ1lUdZJ)L0~iN;wy>aYd3&#Tt>43F3gN6F^eM$&Ve2-2xbY3
z06`Hi4x<AhC1xl!xh`0z{pvMD>UN3kyF<1T4Qc_5uuL4rQKTI1_&k*6+<`LqOiHd#
z9{>TzT1`UE!<wq#@reqVQiKr^w9ALffz`{tI|6k@YSsN(OVST$#cBO{WFYQ9j(pqN
zFn@r5P<KTr)(eOvhE_@?PM4hC*FmaVd^5~uOj0)Av2N&1#WjlCtQ%6sy{(@d3>5Os
zqoUQAkH$GbG=Q-&M6~s}T1KurNQhmxR5ibLlLwPg_jNF}h0k$53M3s&;4tWjUkugh
z9$Sy)yf?Hl(ITK3C2osFsH(#<J5k)^gm9n~qRXc`!sk<tPNH>HtHYK#SqsU&<KrE!
zO#0_x1u)%@E*4lMWFtzc4&dT_V2chXJ7~WqF#!aDrkW7DoZr}-c8Mzbh7Oe^1meEJ
zMKlNA{iC^Vthw0?ZsP5EWgBjxkBaYt=V!YokCCOASKCq!*RP+vURgsc6|?)K3+LSY
zoek~iE6VR21*Nd6h0lwb{Gy1HQw;-bAb@jmlT+a-DFLl<SYoXMU%$z^-+ipYo8y>%
zqE>7V_LmX5hy75s4EZ~5>2QIrZoOa@l{BNxZsaIZF*ku(8RAMgPsR53i>|Lp?~Y|n
z8XLjDhT*74Rc3=dsd7_w0yc30YG6F;HVUUg1mQ_7&oPNb*V|Qx*A<scsu^ORSQZjO
zcMkYUVOP7D=x^S5vKf|s%9f4TvZ@~>m<Pfb&j9GtIpFvmp0a&BYMm<lw%8Z~_VPZH
zuGkqZ%mC)g0$V)6bUGa!h=!WE5o_9<vqT!(rAq?>$1F?MV1C;Dm#RDFXvW20dxLZF
z_1;EjYEr?$F`Q3jL<+Q2Xhl6;m^ofn|HA^{8=WLdG2Y$pqbQtNx;I5XA6uJ@(gpj^
z9kF3faJRz>EjO+cGl!Ck%#zRFxXZ2bCRp32*?T~Orvp|W*gOztg}1C>N50iRLCC+~
z#oHPG(7wt)lkRx?C%x|&&v7d_jq^Sg$3uZPTG3RxF*=PCa!eH$cj>S({m>G5u)6Hy
z167~f+e_0t6(^W#eeD#>yN+J8(6@k|almSxa138)d1G|)w9Ij1Q6hnLY~xE?%DyLj
zVbK#n>-4o)p`}E+M$Y>TnVC4EqKDJCfJkh6J~uL?*^#rUvLra_oc51~CT05czv2;>
z<?I5guRlY@uO})r7ew&ijqc=U5n5*<Co}+taaskK`_ub;2^;CB8*ay7E}E<J7?8*q
z?6zi21j{(em?rI4SS6mmM6-t_2mpaeWE$tJ^E%JE*7*d>g*dtL_qaRVVAIGSYyfZ6
z*srIAk}Z<OdYJ=rLrqOBq^B3O_1VAs(f=zp-*PoXrjH-PMPKgZ@9ap*kX_e3t^qh@
z^n$FB(aG9m<Z3Vcyc1xPkPIG|3rMG&DwvSv;x7m%ZM)Jpe6w(UY%fhPO(e7Hc-N!=
zK-2w(Y?wY7Y@u^WUF?5#DAsai2IFA>Mgc>K<^QER*uUF;RUr7)6cg&qdJ!G(6z3j;
zA^(@zrkR1`jFnPaBlv;PdNVEqtSFPk#+Lkl6d=BH^*S!^?(OOCEIj(0-x1KB*!+h@
z+;=b3Vrb7{p<_7>klh-o3E#4s%R;FI5DxDFA^y$|&ws$nMLKF)F`M!`^E6Sv-bf*?
z;j;@hVPW>t(qqecTL6S0mLbR0sFrGzxXn7hsj4Up{O9!P>E8csR|g;WoxAY^a+v}T
zLiF$t1e}B|o<8n6cbi@p6+HN#<2rtF30%Lt^vS%i5_cDsaDqwXLcH|<X<7>9AMi};
zfwG~wAEAPG*hP&_DO;cStT^Yg3`yh&zc{URQ_NY2a8#WGrv=ydRrUUq<ug!J^d1r*
zYBsle9QjY~vSw`VUW>RYF&9kD<TkqV3Z<0WZqMNvrL2}0mliDGpRrtJ1&Wvx{puh9
zLaqj!>h!tGdH?lf={AsyqCI-3oOwM<2Z;x0nJPv8H5)caM5lh1e)`PD*h~J_OvK+j
zfvc`#;`_jP-hRc+g?t4|g)5#OX4?e6j9Yn5m6riZDcEsbPlt;h#0EJ1?ulKw;iQ^9
zgI)ey%Gwr1=UbM}n8WK1iA_(Zt*isR=Tyw!2Mciy)g5*29u4vel2T>Ae)+Pq53!oS
z>_jwdAQ@y2(xFY~TGI*s-QQ5+mZr+Lsd3yZh*I1IUa$<KKRo@f7QsPVI^v9ArfXYp
zfrel_*4L?if6n{JpG-{)Ke$QYemz(Wzn?uD4Wi*1s_~<6dSa+{f~Q7y3`InwkR33b
zlFsjq(zQHF{{nLPYa-c<dJlzyV%P=6+-M2<0@3Xw=@NO6SPfu}q(uAkJviL*8xatP
zW0?S@jl)rg`EdRhj{d~UVi0sH?(;h#fEIB0Y~qW7fS9Ux6V#vThqf9vzLiX;dy9T|
z3!6P0mS|d8kEsh_%p{bvH9Lt0s)!3)h3626As*vWrQJU1L$YAQh3C=oavJ!4RNW%R
zz^(f#<&-v8ed8d1S=4J;aU1E(N+_|wy!(p*?`&w$45lla^i1K`OYFkw?k5&%)<pXm
zl_^$4UUtpdDYqeIAXzotb&HO(G25iFmd0tlk-$vRq-v%y6x(ncxr>)<{eY$`pna4c
z?~1w}7YE?MNe8~&=J#M47*!J^w9A7q98VvIZe{iKdFFsbcFUNJFyJwro>+vOmsF*=
zXfi+B|Dzbt7034F!K-GXW32c(0FyWxi1x~f#|!LoE^ng~fnjJyf8--lR5+l5-F3cC
zbU1EKxNJYQN?I_PBn+OOm8%J9;elY#@YX#VLWTNj%PoMW4GF*-|De=c>#ACHhKD1)
z8#opFA!Tl~-V{kXi898Si3+WrX7kU0y(oU_FWB}_3s0FNrF2#axD5`qv+-7fm$%d7
z1N@*b!Rr*aD_#%*hbI#5R$Rwg8?;6;R{{WZ9X<URI)46l=3`BYRRLA2B~D<wG$J};
z@M}p{SyZ?A+BVgbHiY_<b20%m(!cj8*OMx-T!tPXM026tm&RF0fYU9+9j9)6?iK;B
z1D@cKbGeE96A@w<u(PbGkx|ZHS;aE01>*x4ef)3QCy25wwx%ff&Qz&DiVhXD?rTO9
zBy104x)XUw7$QmxX|#B9)P>mz5b&Fu`})<fOHd>~eoq|se{+Jz?zy=!M<acCV4AMn
ze`z;t)qLgpt7Y-_F7aibH2b&hDTC!`pCm%HS|_2f_PnA6s#+|Juakvk7aOx+M9t2V
z^p8i#K0cXv+*aHh{f^QPXBTPnW$3JTd?FS@>aERFT>y2*TP))Cn1%rvk7y%&FcEsV
zQg(Mq<Nhb7xEO1QuL?yDwE;iL-1xzzfFQlDaqM`p38!_-kcxT-)DI7l3SSP$_R+Zu
zc*EQUJ)Jl(j@oaz(!VG5{;POFuoJklb%1{4!emfaYrkD&?GMOR@m*h4IqWr7R#&mr
zA-@qbF^L4hU@C!mJu!*fDe^<?HUNqQeJu53V|^%LnDU=kM4L_9e92TRoCHCJ%?}V4
z$2I+Xj{&<~VSE_4{@&uuh%}if+!MFUPAp-f;vxMeiqNSd5fyd~Qe@%b;dBoytp|TD
z?qSEwe05?{s9#-qvuA+oYixANe`(Cp)v_9O%fn_w`q=w-5VA{qPW&MdaEMDoeQ4TX
zLV><0ey{O+rdTvtj3+4j<Hyx)Xnd>eVcg|LN(vA3s{k3_Ql)kqy36&vKs}tX%~X`U
zGltGi=Pw!8Pew1kr4<S`@er+m?+P%93|}R1fo`eAIf_7%wI(4Y#gP8-Efw%-gd;>%
zghUHjH*s~hJ8!2BCoRj3RA04S&v{;PVE)VSh`s^2Vmv`@><1xenW5lAnncM@R->~W
zZDMsk#wp#7!)+_6`<q#H8V@K{ghfaH$0F!{o2^W0J>BMi$l9&32|qDYcjF!eG{;N*
z3aJZYIDU}JpEB@*%Vf*yFLxX*YM<vX<n)-i{1yQ+1hv*;B=l{du=)uyprC$@Nssf8
z819yICw%ACVGM_WjFf9#W&32&nTYB)|9|DI?jLz7$VYS5G<fe0DNnbCH9%tHkK4R0
zQVQcWW{TXtmp8~_tiKK?VhY;-S!H0>>PNx{q;evC|4|P;q(@xDRh##h(vVee#_e2g
zv;i1{(j9p!48qg=Dn5b#gGzRXgBoYsd==LO|Kgb5!w1H`*ZzMw$eUqM&N;d|wFP5F
z+&)PCSqtZv>0yd?HXn3Rm;_Ye#G7?B`vWR~N77GqbV;<CFg|`1`zMr+%b@YyDr{0s
z_n2GFIMR5&CgmRyc^u?_c-*xc8!zhtyi%YzTU+gAxvXZ}Jq@AhO2S8edZYELTkwH9
z7zw^UIw@qgF_I_1^j!#e({q&GN82@KOWU77sZ^b%m$2F&YXx<Nj{#{`a&N_85F+w_
zf?}=Z_z2SwHr-y={dooBq&#QZNgg(F(cd;eQx@d9tX|J~<^~EjA`f>q+I%Wh#yz=t
zv*=9hH*RPhmu)=CNhJ+-VGm8$e!>5Om3|G2UQ}`ajgJ3l#e^CMf8YOZ4&~pCTpbJw
zuXQ?$K*uEdA>zlF?s&3;x|x8{*_y~!*2=+sSzXjszN1(;e&yQT#maj8sm4mfr@`O<
zaXk6^tD3x#)Gk~pU}_;|a;WW8Ar;O8<1EgrMki4x<qN#=AJ@8@v_6FQ*ND|_baD}!
z!{aAnZyIL!oQ+TSz}XAnAsbf-^Ui}(UcU4Z$HzbUD-B&nknM`T2lp)I4U|=NCSB*w
zs}JExj?BFB%hac{`*<|2mCtNY2V~>!MVvzmZ|o1U?acWBZG)e}boo*3dNjOgv5O0z
zse?-%oJe#XW;D%FVJWezL8L%1$%{js?688Io8J!s+rnq<61B_$UfB<FGEkb^lVJ1T
z1H5t{aPpLFzWiB%B||zE`Nhs^C*Cwn?rZ*nPCh&(qm%N3+_URf<b43TV7N95C6|oA
zT3phnX>94k-pJ9kX3w%GS?8~qsHx4K;VW=9x^)Y9&<|FR!G|43*86JGKa!U2jz*e}
zc-v1(Dl@q^;4fN&BUpa+F*Z6Oe0W|vu??2ax@x=S=aya5Wz!>TJ;uK;E?BU46>73<
zHMuvw$r+vl?!-Q*Jc-v{$;oOe26eL|q4UF077KP^?f@oBmQr?uqf@7H!3-0_m(q+@
zH;~Urb{RQJ3I5T$Nn+S!MS+%)3=OegI2c%Uy$MtHW4Dtdb63##><e_IE34@?1NPaY
zacX`XR*OHpa1ST)2Vzew-P=3GolKziJV`XXRRQ@vr<UL|rPc}EYX05V^vZP7_x!D*
z1=b1jcomH3z*`V8FlYoz`NIY%Xc)L0ArmJRKlK}7TooL$=}L?tZq?-CeE-e=C<LOk
z>tKLYSsSF5(xmV|e<eXj3`In)((Z{!y3iT^s+il#$f_p|qrZAJ&F$mhD$3>UaI`B^
zF=%@5ccu?_epFO9o9)jRHiQZzO}`}Gp{XR@BC_}y4yb~i{fUi?`%SoSf_WkAUxH#V
z8=(qtihOJ?_y+YyZ`BQ+;aBKNoDFK{gw*Swn0HxDng+XAG4U^Rst8-0Pkh_Qq!y|p
zlVDmt+ul9gmbgX1j-9~#aH97@)|kY1m5`31thz!=?(M)Y(su=}cp+rR0(nYT*A;Z6
ztmtX)3a$}FUNdrY<KW{v0@n%233yo(H*Q#R^_7I98}~uH=J}!Pqa<x*u4dv^!W6^n
z->o)s<oI=+9LN+6&E*QNpE_F%#$^bc1#K?}e@bfLuQ+I1B1GrbDN$uvjsi0~`@6vA
z`7<ZSVweIwH(p?q3c$o)=ZYD%nqvOLpK3IO3i|E<pUJMxLQVIeUui_GD>d0!Jfs@T
z;5hj;Z%Oua`t<Lg(eaXpWI&Z!ggVfeUJ|6ZPJ%?p(cWREgXNy!-&7%e=zKI^bL6R~
z%DE*)VitDfC}uiY#I^RQc0EsJ-RQ2g4CT%3jFzgjK$il5!|C2_7A39ACf0lQD7d#9
zlE5Vr2T@%Lfm?b3H+I%$xg<27o19kDz(+O!dIa|-P9+lfe}5q-KdWHQP#A<Bz6+EE
z=;#M?hThULRNo$0)_#fXX(E7a9>)X7y7T5s5>LPbF@wWk<j?3sO`VxE)R|6VzxruL
z-)46V4;FmzQXwDS=mzIdn9K#D_b1xtonY(zUTD3M+-s|*>jXbn{>Jn-_Du*AT#NWc
z85dx<G_8}^;EIJHQCC-0CG0GU<p6f2qkguJ!&R{0t?9DNhd4ko!dqnl8VW)H=6w6-
zX%(?mGCy)h*N`SpBZ|&MyQR$;)U@A05szI4^xmi+G$>oh8l%ZQJ=lt0TT?A>%0+z;
zh#xdm)u<e3OBLV4Mw1#eUM_yOb@~+wltd7onRme?zzB92B2-OkK?B`FE4yU4#*fAs
zdc<6>%js~%*$f->xz;xR3(U&;aW(7)tN}8h-%;#?tWBf32j6Q0WdAsYY^4{C+?XE}
zkmI>$6y)A9ylyjnu=1HN^H?@B+(0F-!HLQ7Z9mRyHp9j*q$V5E-7*Z{vJB-a)Cl+U
z4C!NOLMx)4x0)cZfOrAB)nL$jZp_ob>0B|dW4O@?=nGs~SY{-2=>8$KCM~QL9&!8e
z8T?Vk73ZHZbCy9bQ3a}(&(XAAYd(|zL<6FRGjoZ<c_zP43@oUji?cYt{N@>I>5D!g
z$4>Kdj&Ww;VEuyrzv$Y{9K`-TA_5}<1>~PSMckOI4|>h4e<UwD_v-03eUOtIVwQ9b
zNrC$K1JFe)8FAR!Px2QiSsoCd;q@HfmbJ;m?LP+Qg=|0A3e-;bsA%W1a8OTdV*3~F
zfMDDzjdR`Ed|YIb@5IKCkMk?S-BD<kzyAyC?`V$i`hfuyem#Im$^{a?)4GypzO#>J
zkA9zN6h`@XLodmf&iC!FE#_@mwia%mLFYpF-pi@>Cs`zv;hB-i%{p)K&9KAwMDWbL
zJLaarv>(&W!ObP$VJ)x1NyO5Tmqq1{#KGtJ@y)DdRC5{`r59cV)|62J2XX}~W{Y=X
zN(=n<bsVom@H6A;SC4ikWLiT7i7_5-<~tWan7hpdm!C{;jo09B)SoizJie%AMVD}P
zGKTujCX)Rxw9CC3DmcQtyFYNTwtAPN%%Jt)G=TEj30tE?4C<>xi%FdHzN44+t)_zq
zhQC2_lzV1z_+6Xn0wy+gNQ)QmO4(55N}M4NZ-W-YyN%!snfd9_I17SD`I^oz$i(Ni
zk8eRgj;P5Lc47f5^xX-fP6-l$oqhFiwEv6vI?lpo<(4N<&qQMonk$Oq3VtP&5zXJk
zO>20g4;3|Emyrmq_m-shS-xyDXz|fzOK(=t(D0QqxreD3jWI9ZToM8u6=MEPD~3zi
z`s)c3{-0MI7%ZoE1jD~&^@sH@8D`Nljx)sPU&T7=${q9l-=82zT7kIcT}4ev%`s3E
zAsd^eXHz{*U<Jn*7PXn~?_9}L57=qs+)RBk6xRFUq?nV~V1f5Uzhyn`x%z4e!pU%x
zyE8e(wz=Dq2`-0wc(NOIg)x*0cn^@2(aG9&F#~IKEoW1P2kEr8x3|NI@|qA$pM8vT
z5lTW0hFO_?JB>v_UBV5?EXO)w!I|jbOv62)nTgVDE{B>#2yGW1I_K!js2%;EeeemO
zM7UOeU06QmnGLXtu^xDuLGaU}MY-K>`Sn;TVPiGt9qv2D-8+;q?kwB29IJlJG>!uP
zGeY-2w(ie%{Og$@8rSO7m&0k5@JiJ0fPyVQA8SiGFuwyM3b6F`uXteS;cm{Mn$0I=
zlS|uNDx{p07|4|8EvMOah)UHm#CX;Q(t(bnzpd`43TqSslljGLGENMSn`7B@)j-#R
znCmXPfh4eqXwnIY&@XWT|Mk1aILz&UR^Tp&q|H?CTTy)zF#~~$$l?KLy^)^aI2-wJ
zD1>zpb0dwHRbUfxb2sd&Z;27&s34Qr4+g!5m8jb6l35NqoSAQfZEH7Yk*jDz$vA{x
z$nM_tmVhAe+sN-fRiLKKN?zp31qutD^@p#rWNS!(FmR#vm7~z2z<w{{NaQl;#sb`Q
z-DArNSE6O~%r(gf^0e}P&u)L_?1_IHVNy?<{xOT()9$%>wy+Rt*UPAJhn*hvzv+&)
zDRV=Kmj*sx;~1#32v0;k0CHWRX5t{4y9@kQW@w^3sj30;Pa5#7-j2>F<lzti;+I@j
zONeD@$%}U*V-#G#8UpM3|M199PtY?Ty?)b+rjG6?EF@18eQ)!~*iG;!&RO2d<y}>p
z?Ag+7do{StNG+_69{o`)=5umrpwkTDNx(L?r~dJyI6B>h>J(zW^hp2mH4qVA9Ace1
z6=M^-<pcxk!!DChhX2Zl>OpWQ8uR%FxXIu^{6Z`Rwnj;dCaY?@r(-&iWKyPStoqgc
zNyV|#e4__$gFz)3iFl^76P>uw8=nT}p){EUwRme&QcnHYfkZaUjl{V1!oDYZ51~w+
zuG2ef(d}AWzhR&ntc6oTkjP0R$R!u1E(F;)Q*C$St6^IA-=0X{v+Y5l+6##Yz_~e&
zC+lL;y@X#M_U5<)b8O?_d@ct}%+c7dD)8gu{zCrki_6JXyxTcIdyql|S+2&xoKk77
z*p&=W>XyZ0fglz&Enre&-Z!AvtTgw0R4q2ZWi;4G8=7aZxGxwWv@0V&Hl)crfBfj`
zTqo8G$mBr5E{L##ut<6<#BRS37g&HS{FBPJ0-P8_r<*6M@58`q1*23u{*xhLP2Jmj
zd~<yt{k3OO#OwS?aHwG83uGJ=VO6{)CMqQ5|C1n5;i<m8+@w*ZSN5It?+!aBeCNl>
zU<AT>n+s6c1CwxCw;pIMpU0mRu|mh+LN-ByW|$%jd1p+rb$j&7xAC9Qd-QE3RSjSB
zD#F%3i>Mje1>}75b(n7^q%Z)Y34E+(sC!apg1KosXlfz$FX=%#!cL`6(Ap{t%m)%i
zKtL2|5=cj{dO?*;_{QaaF=0Rq;0b!w!Tz4nUGAj`DbS!$fjdNNLFB>qx9Ir5ti-VV
zhJlRv+vg9UbQIvD3{y^VHIcyC9=$C}eTptiY$>|}CaZZ6glmDR5KAX8`<1;+LcY07
zZXD@7FY3D*pb@}gk7k(lc|{PaGu+xGpZodu!z;(2UWb;=q|s51J`bK1v7)j8y5?j2
zx#k~S%OwcN57(&(+J@E=rp$l@Zmpdu?Zf`4%|~pJa6A+0u$^h<AGG%56NEKubbC6-
zp1%$a?+ZXovThCeahM4E<<egRDJGCdfYv~XidAM9m8QHD;0SHB|MeLLhMrrxRy;*<
zP34cD_%ADcOez_{Y&yg9s5w#Ynv9(MU8pPB{n03t>geSB*TrGf^M?zKPJu#dpR!hm
zg}s(`$$YMrbo@lX;a+}t{bKCuOoG|fN$x?P`*L;IV-`p`EnN3S*_+a8sj4U-$J9W8
z{*9Vs1TPA}0=KPP4y$L${sG$l9`$*t9%#~_N#@E5>;F9SQvEuRUeS9;HKeb77q9uw
zjuW$ihpTPwr~$o=Yz{E$p0YwhFU5m2LJsE5-Y+(Sg)6f5H^gf@_I|*wKWWBKTRQ#i
zc)Hjt#R81bfdmCh_`Hm0%qk|x;XPDt0N43I6~0_8p^BNFMg(aQRKS3FWLJ_yj^A0E
zp@X0e079S`vxI8{n?R9CP{h_mLaZ(>eqC8l1<Cd<%gcfOQDz{<$FBje2dg*0MBJvF
zu;|=){Qm@$;91=Ve;Y53|Chb_5N5q;&1^JgRnL4*vNcsw2p&HnPh7GOm*AqO&nRfU
z_*5<ef@HATIq!w=1UFT;tJWXcGv&HKtAPZ*xG4OP5fgT#U*ZJ#taP#sQ)mPkM1;3v
zRr1yTkZHCB>pqgWz@(TB4c1f8-tay_3v!%aY~fZUB6_zCUd4yv=W|)DR@W-djxMHi
zVH4@!|GBEv`MRN%v+uiy2YUklL`(qNv!UQ685&Xzc2oduQsb%IpO*gPW5P)Me<F2#
zTs>$3ku$TgvN<S7%*S&)KkA_Zy_Y~gs7Q&&W&~WsLbH_>@<m#uRFxU`hOoxAj2s+J
zkEZRH<Y_*%4M-nwUt<f61zIR!y^v}4#Kx+p?s%q?N%P|IW5^4uOeFtwtnca6)Sx$>
zKQ)G$)9gG94R$5t8#f&{Kh4ip27@`ebPvXHpBzwr?M<-ur~WpW*bvl<{n0-}2#Hav
zzth{Eb7j@>R#XB&pr0e7I!uH2X<1nx`}mlNmi_*q-M)VQbskNkSg%csoT_uVWpLo=
zxUK4E2w=)Zaf+?RnJ!GmnPTtd1+g}n9!0!bTf_Ofv`feGy?y=zjgp29Ark8W-$$nk
zlP|C6RBk;B7705TOpOCWFxfW;_206v004y^jv?=WT)m|HX{mK3vyR3389|$<o~z+q
zwda*>HDc(v10OL8QRQRvMmt<VAu0%@k5(%&k7!zHAfD!(8{aG28bltSA7$V1FTM>h
z-q;+{^Hdgk+50W{=-n;F1NQlD6L85Zy-|cNhb_1ML3)AS`9u5XU;pmrG2blP<$Q^&
zD|;<34;op#gu|2kI)e*^dLmw?uRiS<$*c>DpOLl!8_4qGyR);nvP$h{5z`Bw*XYx&
zae{@ZQWS+t1{@@V*9b&r1zt`!X>2~KT8$rVo<d5|tNIvt9$)6V-6Bmj-OGV7%buP4
zM_=0pGaN30<&HY*WvchD)Kt$6%=u>4ouWa>+yBL*uoPJ9Qp?Bi&sp!Zh)&G!r2R}*
zE8tDyn|5awu5G>P8Lz_;L0V9^Kh|Bhy;~_g<LSUeL6-&4XKAK|_<tz!P`2Q;XM6&N
zQZ45S?f3VJJZ`w#P;;p`c*HtlJzPDlu6lC$E5}7fa=64_+H$9#;?%(f0j$`txFo+q
zd(PH@0%QLWu}5x#&WH(|B%P1VWTZ&h9j3A`E@KwMlam9P8gH-{^GQ50C=xGcHAS(i
z&(zU$r*>1?)~zxI<`oXF{0FP|4cruZWPw7}Urun|%Nb@$&w~`6dsiFjg9tt7Jcqis
znNCi&^Lp`S=zXr=QWdQnPn$&nJldm22JScf6AX?T7699`)~JmP7LsECJ-FwAmS@L5
zL}YDrmc&$SvvP7}c0M~ykq>nq_Klne1O3aC?JK&KT3_svZ^Lrc*9W^6Yg>-&raJeZ
zO>VD>GPK)}aujo)25yUrz9@d!3&c?f?CQRJ`B2<D8QK2BYx7f>YOmbP|F8g1e`DGx
z(a#X~zJx@8!Xe=@>aP}+que+h64L%A2dysAnS!qfi$ZIV(a~?#5{0u(;zakRuX*{*
z(Ecbf1nYEE@4rRQ&HKdoavPufLtSj}XNo}50QIOD*#b41cTVgw;B8WH;A@Var#f7;
z6(oZ^-m*7j<D1<y0MCSwl$Q1JHR^4{is9~t5@I$fgte<g_d6b^3q@z6E!vJ1{AuYA
z;TVFl=)LBA3SNuZR~5{+>(`<Z5C{Pt`xZ`+!yQ`?Q5CUD;o4IB5lcE5B0VGH8xRSJ
zN=ZRbNd!WR8sAWZTNeJw&0N0L8E#Ik!uT?Z)+$dhduyS9hBor!(?^QAYCq|w!!i`<
zV}d?Y+-vou>RgiZ@p}k9D)rRwgD+j-D9JZCeIJ&m?&mvRdX)pd>7&1?ZjL}Q@={h*
zRC!`+<|p-+bi7AzGZk6NjXFsjW@V(Mv5=5!7&xY9edwlROZ9kbn+~BjE^BD@m+ei=
z*6j_|HIf{|!~TS;X$uADB)GvB)!+EW>MB5ET~UPD%6&X7m+u?~LpuXj1k;_hu#mU>
zyd>_w^}nun-a6=Rh!2PRcRvHdFS2N+S)bLe(bq(n0bou~U<ej73|^|En{l|4m-KKq
zF@|8Cv(BScI!nK*V&i<Cev}RpsW8%ijZ5Ms@w^<J$gkT*hCt)V+s8y^e?V;jZ`iVR
z!3X(^YP|_pvcn!F_|7Ow`C&mnu_MA`@%*|-8s)(NsL~$<@k(Gfe0s1w^~nb77=()`
zR@TU1av<woT|@R!d$kfCiz&mK$wCi(^YfOlWG+ai9?QeG-CW=$fMiNr{*I&xafYqk
zp9FL-;4sbw$l=_2hi;sS#IbgWb&-ykUZumrqmuk0KX+Id_o+FQPQFSfLl1xTP^OQh
z|AJCdBLD7Qg%XG9PSWPL$J#n}dhy@j$jFsg_FOu(ia(4G58T2Hdk)NU@JFqh5OZ;P
z&zl&5$bW1>u(pn~bWryuAVgTNHW|*2u+(z+V_!^y^if7<ehVFwy|7~BqNZ`W2cLtx
zF{req%@0(7-$Do+e#;qyU72qors;)_itTQ6$8wu{K#0)q?){^snp`M^3I@a2i0ap<
zzu!i+abL!Cse-e2@;MO*I4ld4n`=EmNB3;Q;8rcsDWQ&u@V26nq*e}6kH8G)cjP0k
zzuJj;cXF*?&&7dlX?eqqIxQitOx$?6{cdNRI?!j;NqhN1i(1pOX$oBy@DgGYZxf7W
zD>)ml&%c}=*z!w7G5U%H+6RPSg`J*iB=S2WGBr-2C-EG`nEU%bdfU2s<PfB>bmVZ@
zt$W|mkKce!RG=y4U^>Sm?GW?v`Rvc<9(}Ja92O(aOs;fZtFh;$@6M&T-My+>;N|ZQ
zpr_@*ptcE=)y7XyMimXDyb>_$FSi`kHo3ne*K)aossu+7Uos+T%n1hxr~dWwpN~5%
zm&Qo)ZtdP^as8Vvg{Zk1oqNHDgmeK*%On>^h;vC%?Z~o~%Mi1^P3g-2Qiis@U9&Zw
zCw3^@(fJq=u_YlTanp|^Y%(9wsj>XUEIhe&iI{7}M2)A^8tHGgF6P`sDGua*@*7>n
z4JTH04HBt*u^1ust7-(fwm@JnxV5D9*colF)of5CdU|M@mq`2mmgu?y*G$odP{Pr6
z*G_t>QNadfv(JWf<r6C3044&#jgEx0A{L_n*9Y*QrW<dcR+<a`NE6}p55WjyJ<}2w
zB5m>`m;Uj*`tzg6fQpVLia)GKKge;$_sJ=FkZ@5OD0!Z7&v_sqvltHEg5LYu)g7nf
zGfyri_b0FDs}P!dMsLK!_C-C`ITLu?j)gxB+7d?3{(OB@@=0~8b8K7vD8CmshrUX_
zTU4TWPMp-9e!uj<`ioiF+vr*P^@{*@k<G~>D8h5JWaQ8B_h5VliqxVz9#KkMp!s>?
zds!{gX!99AT;gw`HB9zxL<L6o3T98hm~MH0haIS1O)$0S#XYBW5^v0p=foNw5+pU@
z>y>Zc*-~iQcprx0A<7{;N6tQSV@en+nWI#dej288VnxtwmGJ5aCLnKtf2U%3w32ez
zvUh0m1Or`uX`_EW#0_30%2y@v76M6s{YSZgUDo%6$ti68cL$cl0Ad$92|;kXj-`LV
z&(>i!+_0p+baD^`;g^{&lHhS%A=jVSsVL?ttATwa-NV9IADF(+I$LbsNxX7tjwiIW
z%7Dd#MAX^P5F}I)cDUo7;u84)SD{r}Pw(lRStw}Ge(!%)&Ah&0m9vmZCPmpvR^vbz
z@v|$<q-P~P1Dq*57z|^3eX<E_o<qBaaC2+@JJWv#XG)>C`W_y&CV_aO&MOKWm(Xm_
z`xV~ZoT<Nm@pbKA;Nj^>1O!-u<i3cGPU04|=m*CB4zII_9~&J1+(k%2Jjbp&p}-C9
z#^8RR&r5J+K({b#<KAJt0q^@D^>Y*LG580jE;)_&1_s3O90kA`02k$x`|K6%(j@dA
zO!R#CFVt@tV+hE^3x$P#AY)Q3bXonU<0yCXL6H*<{nQUPSM_IXz~FLE&Hm!lnfePR
zTs+)v=860-*n2Z)2@ieh!5_E2{{FT$G$zq&J6q;&e;LwO0c`$oI`2XTDP-h%fOhij
zjMI_q@r6XW+0jSP1=Am^4)QXR{L-TG<f~g?DLX(9x(??ak*i01^r7&me#pB1_vRHF
zrC^~=fig}eXy3R?gxm5nuAGqHj+li-K1Zvee2cm}mbtup^|v<cg;YADZtEuntM3E4
z6a4*@1MB9U?+c$4-o+O07-x2<Y<%UTDid7TyExh<-~PTDp2(_U6O=0N<OY5S<ckiu
z<`th9t#`!kPk?)E;jK9GiILEmlE99rNw};+Kbe1IYRI0r^$M41KjHXduoDdl#f+&$
z{>JED7^7vVhw2W)r8ihFnK>y%f_42FhY}RPQ^pso?(UpZZIh;Tk5>&s>E@xv(x#}H
z){$Cr6`?Q5;9Mt8Z1*YeL8IjjR$sm{lne=b@m29C(XKS+2o@cS@Gi;KtP4OybHxh{
zRX7cim6o0An&UVoYV7)WY#eVoZQF`(9KzjNbd-q;96fK}JYVG)=gl5pND*B#sYNma
zV47$bZ{aIDoUYHbWeB|;9GQ<}Fr_pblf6b$pgEf_5&046GOg>oZip0k3#p32SDm^B
z^r}YU(P7dHARRl;$m6R+(}^U8Pp4N50iZK}Q3~ebbE6?it>aTe)L~D}M-<o5<)>ID
zYd-81yAQ{)<|#`y%z+kpd*iLGt@-V_2>?}cF3~UCr5n=PJ?x$9K(|JO&$P<^)JqrY
z&oDIWi=DpoNbYI8`GukB!G6WFQxh{`+k!XxYgok~V@MLlzqYwu6FPjo>nM2X+@N%q
z@?Pb7J9`w5*NlH5Vde=o9c5sMh_+}h^9Fww$3|wA$wppm=g6Dk#YiMEh?MwUbb)A0
z+MZ(f$The*ms?3}Q|s>`5E@PONViHSrh~>h`QozI;cco7`Ri-KaZ!ZaPQ;d$!#T<_
zH#?>V%%4#KthKc0y!nYv0iQwDN94yq&*#q=;nC4FJifNvUny8IL<&-cz%n(`ul#hY
zzPWpMhlT384!6$~Knjk^b89)pUtG#?yj3;J2-7VI5~iWbesAMl{1%E3LY;U7dlK$?
zL0_$JxCwTd#~nXAd?7=Ec}bZmMCy9$Y?r#1mY1r`8{u~}Br0!Ch}o>gI4j1NZj$;Y
zchhW>!mmHvEAnJ<ZtM!E4Ye%p-dx5;2tMaO$<Z|5xSo<;i0TLHNNLS<yV{0cF)mWs
zX4IN^sm>$2A~SbH_wq!=nLkpCE^|_GUnA3!E`f8E0EL+Rpvon<P&pIyVL$3|ZnT$n
zE1V%bwgyd+^oXI8-90IOpHVAxrQm;^^3QoLd-K_|lP8BJClbXMo;Plc#*4tNC5KKF
zdF4Ki6x(AJ$*Ygcz;@Hm>VK~u(;MBy4Sk?wOHP1Sl#2{A@SENU-uHxl>{{=N8a%P>
z?{;<3|D>)okg}P6b|b7Q&31hCA#~S~B$t1p7o&etZHUika@Q5r;QMeo5-6G3e1PS4
z*Ga{@RIrC`-rtY%K(De-H42Q+{?b<A$4S6WSgjhuYsL=Dy^Bz!+-Lm5Jv}FC;&Rp5
zt0sOy^UhSa1r~H0S*ep?yWD@0^6U!W)ibwagOhBbMaKOryJy2rAx<O-QKMVN3?!o`
zB^yK6-CH$I_r$ShmWC4*YSu>lIHZwzf%r9{O>~QKw)bB(U`b?C_sa6}=1pbjb#}MD
z(`8rQdz<WfsIc=ye6nY_(|;81RNXWLaDp6vyZ3fQb>1u+i*aUNe+MYSNtDw5*&&Cx
z4i;ARYl1xEC#A(YzdbT+&8|wg!2F)$knaN&uK6}3Fcv6&<RJWvaC}gyZo*k(-_2-q
zH?C`vLv4r@uc#z^QgQe4qIaFHNf55=oN`eMeG6mCWN-^^WD59zl9EFD;N93SOuxnY
za!1PG;n*iI(j{en?PM~+rxp}Bu|`4JFd1Lr3g$jY-PPtMWlLCPhWiG(sliD2hlBzb
zHVfeznVZ>Xs!okFmU$64jbjVS&U=~4w7*iwm`t}dzcXObmF7k*{4Vl4<>N1k8kxu!
zCsw!RsO^if4g<048;;(m`@~Wml-~oox^cYKX1V_ikTt~IfZ3w;iqY(QN$x+{)YP+g
z;v^VAoLe~TY@PvUiJ#uu#m(nF9fW~bYnSJ{EO;+!vqxNm_$Gc02VDkfV0K$8Tsxal
z9FO;u6BEqieBM<fgNKJAeBzr-ai%uKH!A;2$)HAK%D-c*#qYyYvAMm={k(M%9zIhe
zRa7ydyM1ZYC9-|Bo2S$9GezXi_CN^&iL82d1}~}lO5wWas_qmFZ#<@VV!LjeJb7`h
zAyxDXpT2P>soWv8oI*3z2ML<@;&KLQsJkIp%Y1F&*t!9J$`NXlAPSwm+y-CeBlE>C
zhRC4C36B~QDsipn(9NAoRd%c3<jK~_`n!7N&m+5Hu0dNA_s+jh;fls{DbC%SEUUy$
zFp_U>?srW~yZ4A#u{SQb$<7A~0Q12fLfwDMgL)~cc6=P2^E)(Z;rwhW-?5xJiHzX~
z{<NK<sn+GJQzfqwfdcQ)<nGpxu}Diy*lRK#;cm%5j)mj6a(@H8Yw-$DHRl^~Ml99*
zT}7?8=0paMPT6h9E^@379Y4<1%;OAI!zoM7#^En25gd{*w}VdNH&l(BupCdNz+*;q
zD?;fYr8p^wRc8dK+Q(~VY2C+YjxAk_t#Zs8@^n-*!*95(mAKsTXvT7}r^`DZ4}9&I
zY~8AnT{G{I&ihNjFH!q5Zlu>lO`nP54yP$dEBh?*jF9VuSef;HmB?YMWkM(cs-?%`
zY)iq9NOW2KB{Syzro381Uy8BtrAv@rrA|$Eiu7H5%1s<J4-2>37(YMMovuIIt}y&@
z%6N|HK&~R+h;>2ubx!c5x(SjpY45j}{nxdUMevF@ae}jHy^9h~3x)>z7Ato7XFE|{
zcen08LzYP#<9a7`DWo#<KjBuK&V5vSq)4}W>1<vmWro94CE54fASUxPQcX0P=rIi}
zE^0PNDcV!XiY;Cy_phFx=dYr~v~JULe&L#t7|n04D84I;G|)`3hIJLT1CkFtql<h7
z0=Tq0Bbg>BPDU?@o%blq%~d2ocFv=odENX6E#Aq8kNQr%ng&?wLDAjigB*21omK<^
z5T@nWhM$qi7{9t%<=(FImsvgM39b5#-S3Q-2G{x#x##I<UM8S*>*!_>`8t5wfgRZl
z5s?wAR^x+zm6^iApIL6B5-G{vkfNl-s1z?{PTu?p93(sHZ-`#wRahJ!wbOuGOWd)P
z?FoM+n>ilUpS;*V9=})IKpNMz2(Oy3H7Huh+Dx|lD(>bu{mFP-yufl;xM5tE`O9_<
z9?d>ttJKgmiQ1)D!9*50NLd0`@6dtIzgS18$5&nRikvA5@v4^hh=Vn*T<>*I>yL65
z>>Xi|)I97sTk~urzs($p9H`&dd8SwjNt}3>va4NPFo%2zhY;k?w5JZE@W6P|9QCTi
zt#??$va^(<v_32qljG`pzXT|ckdQRe$-EOsXg?baF&Qb*W=3s`&L!MYGOgg#{6xHJ
zWap7!UT}9(nR!wTCaf!c$C;~icYkbZmV^F>-mSz)s9W7EB04c&@!RJa;n9%%V<+0-
zvf7j=0m{Ah?j6$+!85I0n61+{)5RV3T~5Mw%_M@KA?VC(RTSk$q`sbQ|87p&O!}Ca
zXURzF%&yK^Q<pL|T3m<ZkQh^)pkcwyk3t^9N*>$Zm91g+v0MdZo5;K`B{qh>U(MvD
zg#Bld2N~(wrj_3DN$?Bb@;qI2lghJ><FDF^NbtW-u$6;di(I)4v)QM@xp)Qd2bdQt
zO}h>k$_rxo^SF8=X&8A>eejT#Thi>Y-<io9z2fFZ47n{;C6}LNn$g#<wpba$$^4<Q
zIYcNm8xY?zSy|XPND4WER6Lt3;PvO_<$R$O?cww1cV>2Mq{er>@ca5M;W!1Rymf?|
zzBSm%i;k136=OnaDMXeE>))XRTEhc%*ni-Hu#&HuhLOWo3G=-cDFq9GW<Xj-)W$B^
zw!mV`D@hma?-@sfH`_H6pr!>KYU_{cImIdqS{V8XdtM;@BgpaoRWW8m-j6T2HoqyS
z=n^h@n{Ig6pc0t{at+qcuLO`gq%4)8!G&MSXn|TyAzk-kBl0-9X-K4zKljT?L@oyK
zwRh~|m9bHWR2tQiU1r6G*D3kSt#({V)V_0YxtDpjb>&S*-f5l~B7Z8l%)ECD-EL?q
zg6HC2jyr6YTrIlus#RN134A%l6o{V;UFSraHZpUnq&nmJSe)V|c=EBxa^|O_Y(yj$
z6OX4Z#iWzaq+Pr$rrD56a8r>NaD4rpjWy|rPH=Wq&B#gx2C(M_6KlMCqdxl525K*)
z$DNjRJDwJHQZ%KUCadX+A83<%jhv{^>3t8r)FH3qOG&1`>t|?U3=2ivJ{gUd*slLt
zA1Xpq(|ID+t1|LAwmveGlae9qyXNLc=ATvu3nEu@k;&OMW(AYoJEdhO@>^CJq5)5b
z<$q#1M<N-i(Q(qe)Kg+C*hf3V2`k??%J!gI^i>)<kG-2yH?31?h#PRYJv9^h{;UC5
zVn?G%8dv&{DtPRxx(eI3X=nET4^?j+7UlPSfm-NCKyhfKbm*22356k~JBAX65RmRx
z5g2L!>6Vm`j-e5dl9HAN=`M+px@YwJyZ5;~kAFA=@4WAs6Kk)%_S(!p##IN-M#me&
zybY{;rcaYP?>FQytt0AZnIgU9LXABYULKsi*tIlO^yQ*ssC?N}40lRCf?M}37N#&|
zzMLq~;#W*4z24|$OgnVO`jNDzclNu+fLPdc=UnV~ueZ@qZA@Bd+S!>C*By0Mwin$x
zz6V;Skr9P93>$V7%Fc=MY5MD!jqcC<5o?*BN>*P7QOSrak5o_cJNk*yk~OVxA8?y2
zEh=B0|Bg!yJNJ6T@xaQEEUZlR$6?v0-)>`H&SkC|BL}v3kD6A@%lf=&BJPwl9+Uj~
zm9;-Rq6xEK&nz_^b4@hw1O0EiS7Z7&cN5NO;GH9Kt2*^En@97cIi^fQBt>8#Wpu_r
zg4?2Ax1;EvBWddWW&KpK5mULs{by2lfq%?X9DW$^Dpb8H!hx<NBI-n^6n&d9a~`?p
z9@DI!92*<7K&Ndo=_Pia=Kb}Pv~Jz2h`Dk7L}~>&*Ou`y38&m6$qgSRm(+UaQ5t-A
zbB9QxDC*wCX`+0?-#*jiWzG|}Fd6ATRqvAxL+F*wR>tC6Qiflg{vo$m9e<;o-oG}u
z1vgxUdr0#`*%Ejw1l8;L56}Lb?WP9>;L-ANJ(!=~mS%A$<-GOh_n-?a9uDkMjny%j
zQ!%7TA}aR78LmIr7sy3TDMVbqMC{D;UeQn|T72E8(k;J=TqA#O(pe;26qCr-l4!j?
zG$W^slI=ttNz2~-504kN5XyF2z4RV==>w;gX)ck#2L<{umwRn2K<Lg9qX#I3$4zj*
z2dTT21Ek{%z?@4_gxc5%bO{8Fu%Fx7X8hv=h;#c>d%oTz-~<Lf(_Mg57`!s5{YWQ*
zJty>HHb`@xx~56SbB0SMwv&3>BvZ&=+LAmB+k)#!UcmKO@YIA@neDG%BP4uvi|H{q
zSZzM1VkUh@|7%*g)R<g}L)wp$7N{HCRW*!e9G_oJ9{^&6jm)f{(PLw&GS#B@oKeq^
zU>wrV4Y!#S*aG#0qhqz@D_$`|2@!Km5>Kptlew>M7w2ggRf6*+*V|_I1wF1`^)o<Y
z$ZO)+%Azg-TI>nn3FXkuf3!Tp{;uCFXFPzJYWsYj4~|~K1@_Kc<&i|+<;*4SFf}kj
z_gv`II|!5g;OJu1_LNHL{0bK@?#oOC)689!B__7GtgW~gnnr9*$}nQj&2idq=a{EY
zPTHElu#-^-wI-y7+PL;BH?@C*1*5R{K$;D=cOt0++-RLYi=M%si8Ap}ql4J~>{aXV
z7oD-FikC7ialXHb3Q-K>?ndLaLx+_e*^Ba>qdT%+S2$#U6tSVTKFvp$6y$384vFYk
zx(MVrV9qIs0?X~CO^M{$QdnYJN3<mm)7WU^2NtMxMEVJnj<5i8IM;@Rx~)!>=I92n
zp8QS4vWu}Q%zd$Xm`2wely*i4xll3RAnlV(^d1#nuZ1Iq9C8-f%OFv4dKFDr653>E
zy6GH)cXz?Cs!ySiId^qB4C1d9!Dg7{Dh`Pv$)@$H=vrKYbFGQ%cs2pR3GTUS=LL*-
zhZxTmP_J_GzwGW$#HJM~#D=_{MF3&u93!rP7!Gd^H0cD~&@B4JL`IumhLK_MHTjkt
zO->EAlyza9qC7@1m2Den`5o}9MX!?7Untp3kGq)Oo26wYC9XN0T5yExyIF<57*J#T
zjA1Q$L0j0U1Y7bi;n4X1J_q{Isdn0Zp?x$Do<q#2+@J#BnTGr_Ptp6N5~pPxA;3S)
zGOB}SW{*T}1hC{dCYH1&4keU${BBT!!M+pwNw2L9g6O;cO<qOh-CpLzvTPaU4oA3s
zt${6UAFaZ2D=el*7X~7Ieh#>1yNbjGqex)Ytvbi#hjGJL5>C;~d}SdcNW7y@aJ2Q)
zb2P}gnc~KcGV2~3ViaD3Ns+Bs7GVEt31=ivjd4V;>sID>OM}L6N$DkAD}%;9^db}I
zC)Yk=km__kv|tb@o|Q4>x-9-=-tpZUy!~ggsxZ7rKLRwo<$z1`RVY|_;yHmoN8&#y
z`}j}?@SOb3>5cDwFIEw2Kkj4mc%Yp<PxzoCC7y#R3~T!GA1tZY$R@lH4S}p@)kv>*
zN0T{pQjZ6U;7xpRqtw`)f@NT*Bs9VYJ5M(`@;uPo{EqjopB-NX1HLf?q$ij`!MfjU
z9O+1Q=Q08S2aH8ZjsWybUWL+l$>E8-MK?>^RV{&n&GBHK8UtuUQng0j&oI-kY4@B1
z`s=C$kspqf{5Bq!t3GR^*l0%t$;X)O>V?r<;LLiJ+$ql2lys)bEX=dvewdf-pmCX)
z3@+|i@Ru^%;>g3E=`M=m{pwiz(hwZ<@Mo?}t624neo4}tN|EH>WzH$>g19&y3yRie
z{FsC&t)C;sh<&9Q5FdQfAJ5H1sFDv=6eKl_toX1uD~rcZy0AAvCW0F5SHSQ4=@>;D
z(WUyg3vPylgup<?4dkF8v?Zs@+!%$Xjii!Jb*t5~QyG}}n&As2xVnbtmsQUkuX6B;
z5q3Y2rM-BIb9hF_&8-X=;%m~O7V;5&P4V&0M*^gCUGc4wXfXbDT|JhwT0dj75z(~K
zO&rvS{cxmQ@-Mf&;bAAWa#Kk#@o*?6JT;A+5#8bMTVCh)ZV@ImtaW_USF`YK?tRY}
zVDLyk@Q+t2_BF~VmtfA=?oivz!yls{PZfyeyltl7nOQ;#Ptd%}aXB#48x;z#4>Bng
zY+(!5{XtV@C-D^tf+e(>S)j-AV^&GiGR40i6=Q0#8j5<hr11pzf4>gX(Kz4uzJ1J0
zo%<x~b9M)mGT<iZ#P6Q(-(|5=iJVwQQjZf670xW0peBik>NA?GF8Vh+Ax6JRM|4f;
zpf?)|Kbz&+vK+XU?sh{dAs!$#754A~2bgOBImZk@VK+kGETt1N)cl7RaEEjPi40Ra
z#|@p6U?d&yDrlJU|Hv;bbKv)gSi}?0Vzvktj)Fw-x})zfs1KK#;A~Bu1YwUU;!odl
zwnNTW#d2Xr-UzjD<c-*5ePkz%@rRD^l9mc=)<r5?u8EqZ#{ves+_z<rhru#(YNYdf
z+DWEU<lu0HVm`uki%wFCcv~*k3k~sNzI1QpxJ72&kJh4oTHQ)@bxF=u{6$VaeOY|z
z=OV=$GV~~P0wY%*iw$KG-xl>K*twTZqG{rdI<;nyUpR!#PPG^W*Eg&@b@UJUBPP9v
zHfsu!`9Xs7(c{Or!HI4VEbw4xbPNi;^kp~uEx5i^h<>rUWVZ~7qRnQg#y(BVboR0U
zCc)dlQXJ#L-UA7U$0IA>Tl(65I>3w0R7!pbi1~c^hk`kB-AYEb(WJ9WtE{QJp$*TN
zQlr~Npyf$me>TuEh%PQ>G_+CLG%!A7?qh036#`#fme4)-r8$?|G@hr3-iuPZuh9hL
zmH#Q|Y~6LIfgafOR~pGRmgE;Z#TQTdUmsw<?+7jT7moIVR)sc2P>S6ay}Y{uWZXZf
z*zq7y(S7T~6k<t+g_{O(8OX}M#0kp$nFuDSNB^e<NJ``xzeDRC1gN9=>ZuJJ0Z6Eh
z=}2q9vvlz~WiyjNV5`UcQ~&OrsllvO?l-6MiYfNAR-^JDkNp1i|BG`>pC3RU;jBzp
zNVNN14quODizlXLc*M>O3E(Q;lWh@r`Bkzv(W!ZjT+%)iG&<%{Qg&?uOAY)4R@vy|
z&3QZh6`(+&<x#s$Pv4Ol8H5v<pMbm<vWuRE-~nw(&2?aS4G9o#A9!$ZXqeFtTK3&n
zRb3;c#+q?<m3kh1U))=0{+ls@LX)u#HpYsdA~Cc_77*a@Vp>*q?iLGvvpDyZLXxWa
z5jY<tzQNcy@xercnR;N;KV4nY>OiZ(jJ+vS6Qa4xhZO6z3H%jg&>HId;IknRHM!DY
z02^`_?6krEq6}xeojBf1IBH_0GvLni-rpcg^Dq~dkLL{JMqGk4K5(Z3T`7?Nutq!M
zd#UVn>d+;5x+q`QH&Kh-u`*UhS+2$2iZ%w~&4NLbh|Fi%>F#*l{Asd(g3%#VDj+$t
z!tXeH=+n0dzyqfkqaRhjC{4uLf5f+W81bb6{~O6|@;Yh}?D2yQGTUGZxdYVFvpV?w
z87w0{O@IdM^igR7O<ns-F$;AivEtg9&M0r+oZ8=}pMKOWqO7@n&poGI#$7VAkPG|Q
zhG>Vr(}L<ZS5%C*Z58)=&5%PQMKJRh(_Gu<zlL1JBf2|tvRA?R-sv+ltaBS$9uXF1
zfKOF(>*5UEO6_LA23ne%03Mdka+=sQjND+!eW-?|V3ln@ZP%J+7hG+f8-vJfXpn?C
zeI~~(11AQwb_`EW;@BJvMwQWz1{r0``#H4@t6i%nE2>_K0I%rUJ6*G^?bBIM+^jiI
zfO9K(rcF)_3F|u2@yhksG~rq}$|IUq1`n&9edDGtNh!K%pQziv`1=mL^Qb>-)rPAI
zgOtPnca3$pFkKFR6*|YMY{^^<WHlD2Yw-uUzp1jKEK{wW#n-uk(Ttr}exEGNM7n5t
zWq?0eVG6_Ev+gmaU?UDKj|X}SL>F(*-gmat!L>Shu)--AInWr^6c5YPRcjhCJB8i0
zkCfdcY@}=ey+Hnbs<LIToTbvX&AI`5EhI|Q)zw#bH?ITNJK@zrSSxkU>lRQ%9Rc`T
zSm&oFFSB9hmG&L)AF8<{_SqZw-{?ZljxQdI1nRykp3V(q;KNR|jK=1)_DG93lkYK_
zaZ_E#y{u7XVKOb>lwN@uK4NCN1lkoVJL8+^+E>)R{DN8;NP&+t+oZ~yerPVtN^C4h
z8uOOd{~VYF=hv{`a!*<#UsBc9qgG-I8XC(7!1-Ow$oWLmNcv$+wKBs#Hms?#CP1Pf
z@PnZwZHSWQ3#CHcRm1jhWa~!>{pdi}pm;YDL1=lpQu2Mo)=!rNK{VGtkU-eAef;P|
zzG;ozmmA?y`Enqm(uFmkWb2LBr6HZyftw3o<9MP&+F12x7_l!XCXb9EZo)zD8P=n&
zeUjT(gsVoA4K3-%dv?|mQt72OIOn4G7&*Q;R0&>ejB*6E$zDo^u4sW2ZCyyEdu}C1
z{!l_?sd<1SHAFAIvb2L_eyb29mlH%iq5-~n%#mhUgv-PL{(e*tiVLB`;j=Ue*N-3+
z9{0OCqidS-rE-$k3i|nzdC-CRL;txi#o7Jy;G01M3-b$3UH$z)sC!GfbNSjhQrUuF
zsP&<a7hP5e+3In&DZ#-|;%sIL_{1XF;I2HdBx2YTABhA$VXp}g_Q>x$(={@PF8Pt`
zN*!uv%75UPG|Bo#zB4BRAo`~KLLIc|3diYlXM9{KPi?nol)^x~F`M5PmsIZ*WXiyJ
z!5eviXUu7%q9Dv_(ChJ>W?7o~uQC^ZCVP+a?;<cE*79tnEQYH-`r^tk`V6-t0Zai1
zxAmfDr94$g=a4BTt>5l-^|5>#VaZ3%uTrCyUA^qjmvFFRE?@9ZIj!kG^prnqtU^Xh
z)v`lRc-7w8O`A)WDSX{VQm<oL!jwq^Pi^zV6RLH@x=^UyQs`74NnJP1(lQ^0^-Ytu
znTAM2yCC#n84JqQ=%oM7x~#%eedTDf8L&zRf0O<Qdt=7RRads8tvOndWB=zj!yq?v
z@2xtQe9(=NWC@APUXm7!oBpzUJhf@k7APgBWWy*D(wNvdnhyXJtpJhQ+g{ELfS|zY
znTY6F?kF{38{Df4A>Xs79CYY11>QZSPUDv6HJg0*sWEt9r1JC{@sk9K!-D=)%N$wd
zv=#h#-BFz-vl{jHmKZ!d0y60yV2HzR{6%e)5EfxizI%pse1z0e<fPNgkJ!tjX4YBq
z%er!nfdBy)&kzer@0!(yNee)S^i=_nniX-*3pHueE}u8YVFwl+*JnqEv)RgU>R$s4
z7Ucwh8sf(%hPA;gVG$QAkV;6L-y1wUU8zU>tli|p&UB!CgbS2}&=@9X*lw4bXqiV3
z>vJBur0KDJg}h*({|3$s;wOzb`~Yxu<smwUR13BB2Dv|&v~Va|k__v@=|1miDIy#=
zgseuG{jnj5c{opIR%F{cM@kvCbD2yGbJSZP45|T9k+gIOYEjfmKb{bRBWJ`n%$nZa
zsjEqcYqvUJ@oN54JGt;LU{k85<xF)j+|stXw|&C2chMi+)y?uO6>c_o+>x|4QAI&W
zv<U00z=yD*AruRawLp(_5ZulOC1j9jegL#tKmybDKG~mM=V9>g3Pg#>3Ij*6W$LCi
zO%7&hyzG%|%SVGn&<@3YvjAZ<G?X+}JG%&X>Ryc==ypsgr-W;DqEbKW+Gl<Gj+Ggt
z8_7=vGT!r&JrXVA#$04~=8Tt#%9`5zJI*e_CCp2z8Piof{faltX^Y@mZ7Ax`KXR4s
z4XSNP!8JpXr)Om`lL_!zB_r=>qfSXG2<AEbm4d-!ahJT^kYlnp@M^=t#JFYT*5c1H
zK2gCpIJ0T)v{qw^0M_8w*mL70qp90-Ib`kk)de=j*&>o{^WM$QBxmWC=??C*vmn0B
zL;XA{W&}pYMTZWvJ3n?PVOAf;Ey^i9zwU;7%>B{2@hv#sj9hvZ;8uq&#WV*WQ=FCK
zR*`bu?V%IQ8o4z92}!$)9_)(Tyh&q-6t37Ma6h>2PinFrB6fX1YVu3ducXmK;r0~E
z#z;?N4Z~GV!>T(s)AXp8U@PT+tgN*MKAZP1rO9n)?k>udR93P#T#msNed`O2$1B)j
z@GngdlSdDu+@1b7%S4!uZ-~U3<$cxlNmeaft?(D-^`fiNx37lGpmzyC!x74ohM|d{
z0j?ZI6CNb|Pc81e4ZwRR?&F;Ly%j%-r?8~S{Ky-Y*^QTz@q01iGq>%zXK%tR5erLj
zt7D|NE&9$=x73b6rJ&NQdEppNE&Oe}{P6qek>~jz+u!?MT`wGe)qN@TyjkUmu1^(z
z;p(BZ(eJFU_<u>STbI06gSx8a1cfCX;6t4GJup#S>})!hH^80*+)9urD87z8z-k&f
z*~Fd3er7<;4ba&VIuK}KV|B*<{TKH9pq=cj)Ei^ldzB{vm@E)dlhk?y{A@V-uW8c$
z+Ujumk8)|y!bu0wAoS(^+G`jweL%o8DE0wg2cZ0)y!u8BrY{ML$Tb{gO9i#U`3)OW
z(wuFXqSoR<G>*oFHQURpcM?GAct?FweT20JG_$W_wo$So0RcZvfhJ49Ul}Ikp}c;`
z<hvPckgvgP!-9P~yerAvZ;x8QMkH*a;;eMq{CQ%chi-$nAdQbF<hFRlEx*gycVs~q
zczCP7+jwtIWtjNHO@)25y=TSmYTOv!yXpuuOc^<qGkIF}N5F~Wz+JS){xP0ePvFV-
zVS|>w$6w&k3M<ZXroy<cFG&j7Q+9<xC4w|EH+|cJ-+wJ&;3-^z;#z2PMCtL9k&FUK
zocGbFujoNncxKjzK<dy}uDyz|=O&|siCRvO0Jexue;wls!r&MC2}1kggAQ^~uI2}u
zP2$K=;~oF0?Uv@J0$-QP4AmOkzpTAR{rj^hAs}8H<PS*GQZUu-lZIuWomMRYfe94A
z3#WR3giI{f>M2OLycEntV0B8E?Kpj_#r;l+yXo(-`ll%W<<<JV^o*Xt;}tlN1O}`L
zeQ4IPoILMS`*QBh1@=mN*&xq^Q%^E_rp{254D1H@eHd1UR-R(k<GMIuVMjzQB}6*?
zM!tz5-#Le`0vId~9WH?_;~@pz$B%Z;Sq&+atQ9>`WBdo!N4@!cCFgKD!~&F+m9V>e
zA6U9e%F8=|bHsc}KT=*tX82)rT9!-r`Q)=5CTc+*8Q6;Y<bejrjyM}wZmRFrL;=@{
z?#}SAD52Tyf`bFx?JLS9d3_I7n-?2mvf_-5+Sa{Y7nLg`$<pGsreR2SB};3S92>dD
z)vnI$@jp+^=|iK0a~5SlEw7)Ro`?Id;C6TSXOz>E!1ztbWcRmSeCf+U<*lcCOq1v$
z|G|N|;256sOOr=2)tDH&7X{VoN$2pQ&2tKksfSwI@S@e0(b?9U&CYZcU1;jq;=o*i
z+-j}-F@fBsj-|vHl%*jP^>|%eVIxFX2Z+wdI88IWG4z9KA1W|z>uu5S7WUd9x#rFW
zZ;~G|^7aS9*%4J8$m|h$QxJlTQ$>r%4cEyGq*xuY&gk11<p{S)$JbMujBYfN@BO$3
zPMdH*lnep(aH!J}K7PwlBFAf!f)47$5<5DAYd3_Dm*xStO0AKkvr8WAwprw|e>5KS
zqt;1kQ0@G)Ce0y_x^gJ;2hDI@dfH}~xmrCsjT>6dmjg|XkGcT|@rG}NrP*Cm<s8fr
zs7=2b8sg!$|3TQWci#M?($WlwmbHz1A2*#^Nr>xLkS%{_%rM@Kb9eX&VnD}RIX4pF
z3w=6wl{ZEFI=z>Fcy4VPIOZlKFb_hyu8)M6&hjKpCTKtIo8w;R=C=Y^Ms%nX4lFI$
z*|g8Yur^63le<xwHzR8+za!Y=qGEB>Z{V#GCdST8Hr*Gn6NZZ1o=|+m@T5Y)lsy}w
zmmb^m63qP$Y$SDherPP+xo6BQZ|Erxe7zx2%I2|kzk3%psjApz4gp(9-@iUgw*PZ6
z^vQ9Nm#!_*Qtxg&_n&aC{WXnHAP#K}>lS-*S>^R3@458gAXUp&Yy6l2dz@MxkUWQ=
zp56bX^_x)b1_Bd?JYU{-FLm9%?z}Pb%$ZnW9@qBPv$^k9L$UMOx&;7v#Y~;Ew7k%X
z9QKkR-M%yiWSM-N;@8?{9@QqQc*UIgVGTLnid&!g33?o084D`GiZB-CO<(p_J^hLD
z;2KAUJ0QvJbxB$aFJsqj7xY`frw<)-VIPG|e1uadezP)fsYxG8VQ+;bZjSr-z5Kn#
z^#tLmV!KTD^_ZH8+iu}LJwwN<XIBD1rq-|~ha#3+SFHO3&toPz0C!iL$6VYeIrd3Q
zo>ydLKomZXc}NFc{aLgB1Q4kHU2?u9L@!(VATibV_z^UI-!0+N!nP{%o^m~=R%YBe
zHd1{JC4-xlj)7haMVpOErRT$9<fkzGLA5UPZ2j<p*!GxeI{w2ZnTk{3;*#-ru0!+k
zr#{c2tzZG)inTI^8@q()9Izk7p^utBo+=@sZZ|k6f;9#_+11XLN63#SsnO%nhdQHF
z$^IajvzMj<SZ#1vX%B5F3tSAJFq^4~bjk;aLzyOkY~Q@$>fTD<c4&6CJD8O+zVGmQ
zbaq-cxK1)gk4B%k_8Ky4l_#v}n!L!bG0$daY!rxL;4LCquMx96MWW1G!h7jvNHwi{
zRHMweF=ILAu^Y%P3Q~^A0Lx)dB+7(>y=EfPn}k0{YqTMZxPNK&MQ8YzJ#*(UIeGYh
zhos+@3iDWs3Ua0MUxOzTTjq<K^0szUuu)8}4aX7WQT+Qm9|Iemv?h815tR?z29$Hy
zn^s1_z_ieD6|jiK9gz0K;F<%e)=G?VA%8q!+|-xNG_QvXeS+g6CG)wO@I%t?BOOb2
zY+_?lzTwS!zfE7(hIett;M&Y04kQy!%GA{qi$quK@)fsd;fLkZGQ^^VI#(eB+Pm#R
zPJf`BD2dDe0#c@L^j_`We{*pxq`qq%f~ojZ{t23(PNC@8tD~nVlIvPL*qT^!sAo%e
z4FJyv)bFTd;D0{Gf35831*fc>OqDR8B5_p!i3>YBu7Xfnx1~zI|6sf@5tCM~`)FAp
z3uymd;>qZ-M+)oN4l@CrgwjK;)`8}86k~V^0CiN4$j!>0tpIIwSKY|>SMOrFZcJFk
zEDM|!s6M6uKp0dLY^TtU;HaPCR<f@YPLr;AdxEBD+TJ8hH#j~dYS|7)2P_L@&L=+I
z_1c=dVwz1KjMkqHc&4o_z5;T75<BAIcm7niE)vXvYMlV&L;x>{%nLt#4fxfL0LTHC
zLaZHpHON*CpaxNh+v?~|Y=p^{5tB|+eeZ2ebaN3}XLVpNiZVRa5I8JeGIy31RCo2;
z-Q-4$q1kJqRN0dO{qzV+-`Y%}GJMWNKn{))&jM!p+#Fn0E~RX7?B+Gbux1^5!quLx
zuJ$nDxnEyfoXGdS-XlL>;>e@}A<DLF&Q#<>mMDyd5aLC67!tL@%1^J&jKwSJymqrE
zYje#cz>cd?ljZVZ^u2C0U2J^cISV@9#sT-du`c<y#4a~R7(Pyf$*fw=^X?5RPaI2`
zwNYyX8h{s;GwISbnb=?iV4=rcC7?v4{CW|G>@vbUW(*vM6&Lwq7kYVggtB!mc_(FV
z0eqMQ3a1T7*M=Satk?-(t3~=Y$cO=QE5VC3cIrl7rd9$X5!J=bqk+C<GpiauRauNM
zL3Ihm_k^3Y>12XqER4z_XiW$eXFT5;Mo?|?qoT*&dP*eW%$Ih0IyZMs*Hjg-Ptuo%
zG&e)yW@By@=H<H8YdSW8_R`=Gcsvx*xIV6%x89wpm4wJZbtM8Tv~M5>k@=UK*S)V}
zUy%Wrx=`YwrDcKjbop`SaFF93*u+CK=R5=1z{`T6#7YB3YTm48q-!bDnIj2aJGLK4
z3VolK(DZ@okx+$)$NgIEJa%e|;^s2%6s?tu*o^?@>`MBm5lF_8{Q}SQ05EJ(+>K72
z4x#E^g$A|s{b`K=_%4RcC50ku>U38){4q~++r7evs@}~;=*JKS1OVQ-n6=iU=jA2J
zBcd?8aIg;S*h8DO(kxNJ0F3O93@bPc%!J#Y%!~)47IgtQPxn3MjVt*>L2y!kT}9ln
zVoh#I3XF?R?C5Xe_R3-nIHvFE&hAA+jWmk~NTC7UOs-t<QLEN6w;hF|HT%eK(}e;D
z*n$Nhc7Qn}Difir{-M+9s6>Il-TCoKZ<EA)_Z@urha9%!TcQLIjDQ84D|>cabG%kT
zXS?OC1?e4O$V5v@w^-Dq^jxRXBf#CRo&31LZgl!-z)9~vD3mFA_%p93U%mEtExRbh
zGWlNu9&h4e*2j$(UYYkk*>3E#PdF~WEARiJk|C@{KB}3G&)jtBS1=RVLO0W-m7lN7
z^@*D0C*}iFC@&G?ptPB!r;G7o=X@`Z;OrBApva^Akulp`l&?j<K?j!Z)-hUV7m@#}
zD+0we)`l}gZdojUH@<f5WOho|p3wRiX%5I*ID^3U^++l7_}p8@nHWp*HaoBXDz%Zv
zHo<zc@vHrfsOZbbGGV7=JvPq|rV<t0m-3~5*6$MZ`ds<`R<?nREek+#!+U#02O;1u
zKD+=8gaqfP%xaZxqL~?>nUU_Le%4{BrPp^GrwspnKwE(hmwz-97bxI)^q#E>AY{m0
zhaH34X;d}jiyf}dQ$@_AI~`KaZ;<6SHIoEIq;;}!O$UFEl@CF|V4#fEk&cDM2unz3
zMmp7tfresLDBX6x1fb6X>^W@tJ3~~m&RdYE_*dC*pwJViRR$0{NN0kd)}ch+`2BCu
zp-(*2b>gPpzdWqYT085y!Dr)q&%9~MA3P1=`(_ouFD$%1SW<G|YoS!lguP#5j_de)
z{ob1waFdqS)c-;K<yo)fmta)?vGTZ2v5K?3NV5d-A|_BA%^`xyGN?-le=Zfja0U>A
zpSJPzSX1$u9E>;@xSl<r?xQs%f~dJq08jwbSSUuNVhDBn!QY@FptnzO?Aw@4=e(=e
zzbE1OqMTYT<oUbdpDMy+`Rh9g?pI5!y-5>zf930o%+`Wb-?CJ=IzDyUc64Q+>BKqV
z&h$`R1kkkrQ8-APf^VFsGvc$!Vn>_%{JSx*#ooXJP11;Yz?ZN#Qg*$`px*d@(*XEH
zQq;R$fg&LAo|^8@idB3gii+D#;%ojfF|a`gDmpqkvMY+(8}+{8{wm^I5x2*+A5aG)
z{{!(KXai4(tq5VJ2bgw$r#_k6N|R|&?TtT<An<+67jJ~W>>ir=-x%g7#CPacS(W^I
zEEL-3?5<)$&2`%TT3QBqdL(L*T)&#St<7J&#otGN5o2K|tBBu24>P?7)_!}a6ZVph
zO+eb(5i$36+^8N8BtpCmxQYcqGX1eugFE~8c$JO?I=>9tRL6gXBosrRp8vmjI~WXA
zZFvakO+FJ_@%}-!zkkjhNMXP!*rD|2q22`M^wi%M8M?eF4;%ZKm<akJ{P%Yrz5l-K
zxHziQ{4Me^`d=}Q{@o3oCo{V??^`8xp4dHqZolypN3&3ik^V%!`J?~up4vQvB2BrS
zRZX?1sG8+mc-=tratD0P*Nv#gVCPY8d9~9j@3m{oJ&bpip~{+?^tQEXSDoRBY2I6m
zifMHeyG_H}1!WdbD_i#~dv2&hAUHajrne?Xi!;y8Ez)aAKxNK<ub>}Ae(OK9(q<1J
zw+%4C!+uhZjg85P-PjkNW6)?MSBZ^`+WpdFeoc)#qsuol^X+|V=k&|zDjx^-L&XQ6
zm=6-5UG(jHNay&Mi6Cs%!PbONP13s;{h!TVb?vDPewM|XcCnBeba<2Rby3G`Pj=z^
zXL*jt!E;KFZ^uwawcy7oCQIt|!85TzZbg@6v|`QS46_!S@Fx$eICc|t=#5LGmOd7V
zHNWHTV<F#=xp6vNLH@#kT*UKZfb>Dm!TLwN8=isFJ&A}Xtk?p-r8{>->mE3n&v8Ks
z^uGSBMN@t~dj;mRR3Lj>s++*G)&BF=BuR^P3yGW8)ORhRLN87qp8h5jl{mi-Jl@{3
zfsVUwSDylOg~E+*Mv2R!QaV$F=S;SKa)P2d@Vvs`SJSUTO2&3N>!a)GSXtFUHQnh>
z5K#i34Q~gkma@t!8#@E1{Dgv8hS4v_yu_knmck@aN!Y40P}@mF-KGh0scTnXy&HJy
zctN=|v&j96f$7@0EXU=KH6Q_nt+Rykq;@X0^l<sT8yPWwJ+$-?j9{?w<BzJ~4nTD$
zWt?B#ow+wp8Aa|x0)FuNPc6>m>;K(SB(+_|L&zeCsQuq$V^_cLxuk9hQW2ZKtLC>p
zUg#;&wdD;3*B&`RzuE^K<DS&h_Si5^mhL|=@59`u?cZ8Fb)?)o8E{Bp1X<q-i=&pj
zLF4(83LQ`ybmdSxEvLA2Vgb^NASX^R>yF?6MjNe;`qxgipm)hgNP;Pby%sJ`np*}W
zu7Fk)5+FAtvK$$e7{qH)L(Kw)whD0qsE`7`GhOJlnxiq1pLMZQQJ`}YBypjz<QQ?Z
z+WhK!Jv%z_ar4)J&*}OoLI%RUozr4uL?|hBH@CnW(GSu+u86V9G&y7hgqn#y<xi*>
zg90!(h|$ESX&@%!G6z*T*MM#jLb2W;$pGf3Ab>||SxsL-GA?wb595S<w#O!2{sCk)
zdcB(kXWgARP_!yU)Imr|(^Dt3NiU@_C}#!d#?G1HXM3qot4u^>ALv3t3=k^m-=ejy
zW6%ccEeV@ni<gFmo-J?7GMljbd|AZcMN{tDTzw7zVC9xQ5O#PqXuY5$t*98YCiHmm
z8_9G7NCDj_Y4jvZb9aP*Muf1=yIuhS1}&fgUJ8T6TmXblJ3}9x`+BCXZcV7VvxKyp
z2QbXQf|mf0u?+Da7;%ZJta3j&<`ACRp4}Z(1KVZT_EYEk_cmh4!1tXC0HCSa@_x`G
zY`XUP>E&6pZsi)2V)__3q=-^PT_6Mm=eM$CW`mCf$4RL>)tWFnLMz~;TsP6S?djuy
zNxrYpDX{+W=|&(yJ+=RB4%aO!7uTq0jrp~|0~x=y<&95SeIr85l_*I76!f9!_Sj^~
zW5DLFn3@#wISu~4vQlx-0m*zTjnb2nQE4LVaFuued!ca%3K-&=<o;Ne(bT+!{`#od
zd1v~8_1G4erQn3^iaXvuyQwiZ6-L49SvGC{K2;*MV^1yJq$68%q@>e$o_o0Irr)oN
ziMdxRm1)R(S&o#~u!rPFhR|RX#ChD<m}I72uuXx>k5fcmmyOx}F}Bzdd)&WGl}Hb^
zNH=_E(q=0=Q@0H3binr=m5Xyy${}?3`sL&9IR7g9^D6fCo@;}R-}a3m^|o#Ld*NpW
zb0+_%1vso;JXodzmF8fyx5W1DJRB`y23*I8p_^gQfcO;K-{UT7J4MLhI>P9JkT>^4
z(!c;n`>IclR@xH8y(m}u*8C5aKY|aB;cYhV$QvJf*-@WwqGNj#SkafO6==R+BY!*y
zI3R3(LPZ>-<{VSnPBIjX?7DlO>Xax;#^;^jTm$7_{XnOhu05Rsu$jckl5uH`zDf2s
zt^i$eGV_P4e-+)`bXe&%TUsH0buk`<H3!Iia&Vynrtu+m8Y?j{c03jrzYRDqQ1^}9
z5-5Qg3)W*GS7oy$)>E<6ck!_|Xw7J@ydC_i{S^RJF`@D0-1c4Siitlt-biS38FWdm
ztM?nX^jUw~o7z9>XalEw*c!7*Fk21aEoW?|-N_GEF5bG$ZKKppehX{nmCnn=je@i=
zIbSJtnztjwfD;XB`-$mqrq@sq99xH%vjlhbaD6LZu9yCIyNg^FKQbN62D!UBz}E7f
zgw6MVtB!QqmLL#cFK{sH>0<^4P=7yl<_MaD>y=UNs_a1G3PW+CK_V=2RlL1MaHoYo
zRvw9>Q<Rb6l#j!YAep`f*wGu&v+E(;CBDI7_&ZOCt^O{&t*tf!G-7wQf?Ti|4>UEb
z^>~84W!J@Ue&7H?HE?brj8zwaTfU{H7DX;mjVGQkaYw5#uH$%D1&c3XCiG07uiXWn
z3y8>Ymo-%~5RMc7o7be~y{ETRp9;dVHd%vFue^-E%tUAzZ?&IAdp#0KlGxy$${TNj
z4ea!(HXC^W2J(Avm((lu6fhfNV~8ULvqZ492!NGNJwKPE518l#aCHJS34a`TPd^we
zI(&*DP}3_5HpaJI@ye+WAF(~91*NpDHD!k2pn437|1HT6XKzzoZNE1j7pTj@6(|yY
z+ce<&p4k`CukLwK&muCTu7X`C8mU4)5dOkg2-rn985wc0j|Vh%s*NHNX;=(Ak|OLx
zA#v&c&}sD;utLY$K4oNp1OH%Y=O(L3+#F<H&CugUSLV*XvoQjq+=U_D1J#UIr$sNv
z0V`=RUJ4bzbZ7c=Y{Md={1dd}S{k?pCbzb7Y8?{9@-LUV0MwcRP)mpg&(;)grk-Eg
z$o9IC_qtO9reg*mu&6+^#Pq|Tx6GjX6S+56K0F?V$;x62nNf!q#Tqpk(pq4)Tvyjf
zHUV;Ca)B*Z?AC}xvRiL>>4P?EZh*P;!XiQ)%KN_>gMoev?|oM1&>klKY;SPuOj@?=
z1BgcGNh3(8rI644ZCfsUBwB6Iqf+f5-I<FY0zgCNpTJFK3$YDq*$;Xy5=8h(urP8+
zbzVoploA*Y5gu*CwXv0af&4AeMpC^zi}=4aceC=19?6_jvI{m+(!$zv3`h*A6>5j9
zF;`dbeoar{KY7~lw22J_OOYUIKg`lWv?fo#=wM@G<9g%w5`5+FbUM!|vt;}pi^%_E
zX14#U(p}Q<ZNftUrv~5=k|0{E|I@da{zmf+sJ;il=vdQ}Sx@WK|H*cofRV}L9A^jY
z7=e4Rzc|v`2RW<1C<9ua9U=bbI?$>RQn!uq@Hp-tY+64-sI$I8WP<%FTd=dFjgFx5
zImYotW|ppuj0_E7bn8h_b(M9zG;lT1t&e+(`XH%@@An2^=P}pcYaXKe-=Nb@Ds-TO
zqPBBNY1;sCmn*jD2xKY{=N|w=j>S+>N`?(7;X~N{`}zGLw4DOGZmHBi#ZV6myEEc2
zE^F;aMll#7fvx3%Csr`ozln}ta{A3;fhj4H&JBz3K{a*;Ha6N9!3+BKH{V`~I<cAe
z{~-nW1E3-_dj3uySn+@X$0G%PDSC6SHb!<{k9`RN`GjB`!SWpNEdvuqdJs=n{BM+`
zB(_At$NCCE$a7ykN1g?^(Dc!IVsEzF8(Xeh`x%1v#{XKbC6T4(AM$$g^x>cy6$=Px
zqH}FK65^kN^(_oOTn={;yVn5k6;Lnt7BEnus9)}bgXd-ZKzTlZIZOmiUvikW*+~~W
z=Xy9^;QX?{HPx588onODDL9*0srE0FDo@;&NR><`9R(~|(E3;r3vffD`*+Udup2i~
zih1#oQMXkWXRp3o|6ITS?QJql*5S)|XHjQp+wL=OaQZOEExLN?D&yD>EAj7-8z%~R
z9fKK%T5)v1MnC0ou>id&aQUF3=&k~6XOcotM8~HSA`_E9cK8xRu?eTg<L)~XpxXX1
zG&+0NljK_Dw0F$^uP8q5*{)s8?=<s1AfZ-9rO8PZZI}TB8nix=|M<_**?$D0Kj8nK
zMgeOgq;@rlD<_8p(Q0*v$}EyBt^TH(nnB4Ua^G1m(trR?g8`BzlG+)XK?wU|;^S>@
z%L7J5a=#LA&m<JxJOIb(wE;gCa$fU$#m!9*XZ@O)@UBQ(-cwG@@(xUguxJQiXBW9R
zSo;8fJUb{)nEn5X%PA(pKE_S;CPgEe4VG3&pyFx9xKSA34g<V~g@GLN&OZ>2otX9&
z7Ji}eMh(CiW9rYMfe5GJcbRCJ=_EdKaQe)Wqwn+1Z9WzWG26GOy($3?PjV^)?GqI`
zs`=`7L4e!cCXT(+uOTE7h`yu?a<MuhRvk_jk^3+9bbPxYw+U<`Uftye737Uz))C)u
zWwXQKEtxUGgF@MUUTp5Zp3N)A3Xi~Y>;NkLe-r`X&Va;lRQ#%B0B$#kzQ??Hn_D8^
zZNob4zj)B@K8vp}mI7I25b!7O75|cHX~9CZ;NMer@q4F>p^+d0)vLgQs^@?)MTj10
zK8=w>byC`WApu(z{$BChxTeifsGUM*4kF`wb|q_4+To4Hl8IH;q9?LIYF2&aPG|$y
z1UQYV02@vC{DEQ(Zm<CglyJkJps5WJG0Q9xXtTUTI`0i<+!$qH5(%LLW#x-KE@y+E
zE%3lH4cA{JT{djrKF28j-I%*TrrB08wGJnm(WaHsZaTpC0`8!o9{Q_EbctC-e1f#X
z+%FV+F#KNY$L{{hLzxMaQ&tg;BO&GoPD?mkKm(EmN|@g??F@|mL?R^@<8S)SuU{7o
z1#5RKM*;E0sF5r`zwaLjLI?%NbMuxM_*Q=%XJ5kiC%D#JRfq<;sjSC>ruKhI2_6K+
zi!UwjlesO?tj#@4_dcKlUlf-}$l_mFCT<l_C!1`HaJa8!2)O^TEKYgj0>*Mt^mt7v
zLBj7&;63Bu{l&UHJWVL&9@;cl(>FT4D?4IT+kBXHFn>@)#YS1|gdk?(5QL85Q`_%)
zmSq&3W7e3LUIKMZ2VDfaDHi`DTgMKTy?#_!I1O^Y+1}&`+P_?)$wUaL1M`gPEBhM*
zqV2S={t%{vg4*}Xm6jUR0512wPwvLWn*p44$UDHuJoLLvL<JKy%K-BrZYOg)`aLHa
z{g*A_RQY~a+Pc-=f5Fp>=sE`qo6IM4b@L1xm+U}Lk8xf5=`m8+&f&{k19SqaWv}j1
zNu&iP@oQigKOkRf`Hgql8fq_Koux&9DE`(iL&q4{oIr%XJAffo5p@Jgvg*ia!$;u8
z02=ya)?;<L5ET6{h(SfArVcn>2jqhxIIwsvY}?)eBp*N~k_lp6ECK)KA`;=UJ4T!;
z!v77RSvrY11`st)yp0;2YVebvBMk=h8q}xy%K3lOu=Uy1Wf8aE<^6x;oa9bd)L|aH
ziue^mum51Ydb`tM_#Qu48`&VYvh~yBA-cMdP9%hbo*1zp*L~pw{}rv`3ywN9z}LJ&
z)N%sW6lWmt-W_hB#pSd0zL%@A+YKyV0JcDl<!jvhz2hSW4zFh5wMh&D#2eY46&Y#q
zWcGXhRV8w(f&2?}$gXo|?nk*L36OB%^Vu5QJv+Gy#;WH3s%9To%`Z}~jiY11C>^&&
z07VWzo^4C1)sc~Nb4f6Gv4vzhCYCGx!|&fzH3sLN1MGTw7-WP+#z!Qw7wxvIC;DfN
zNyy<B6!@%!x^7#AqF}zSNYbcw$Btbd0Kcs35#C{Xyk1%E`$8Z@k^8)~k`+QcmTku4
z5v63K2tOaH>nCeu;GvsXIyw2Am#h6}xQ+>;Ce+i_EA0rBz2wA<B5t-w5XXcT8)9x^
zrIfe?V0luBfUuHMo0z(N43(}Z)rZ~N?XyYJFW%$OI-VIc{;D<0F4!z72{f$tmFkHz
zV3@_XMJKcQ0mG^M%X408A|_wpi1v!x;a4Nj=skC)$9;fjOH4Xhng0&Fy#J#OZ~rn3
zSUJ@t0B-ZQ#DQddNoNyE--Mm~MD?kT-8u@1d@FG&FWc_ejTM@$PgDrgxWBxPr5<6#
z0@(N)w9yO&xDJARK;05`ymNLFU@)mS_zHZUORMz{S_q`I&~ruv3h_JUEq(OB`W_j&
z7*Q0AWVQ!vBhWt*VJpOt5I1`^^*alsIm7}<e6_dj8a)VTJbpKyZle|cF@I`Eo2z|d
z+nTgF_uL;Z<dDx7J7P<%$L;>%n1FA<b2DnPF%f)^+NxjG)k;A=Pg(RQ8dQ%|M<w@c
zzo;51(!Vc@I%g0GM7WEB)d*Tvd<4~dFQNrZ_U6q_PnszKHUWxNs=#y>Ro#3oHk{$l
zM_)gEj+?L2*_HIaO@fW$)U&IKm~}v9!ok2vy|T&P+iEZ<2_B~l0$4Kp^=tz;+rhxV
zp1S~6oG_#visieB^?QI1VE4yq@$NTQowGhcXstAxYt0N3<;#zE-AjH>cyUSI{_ud%
z_2%7)Tdg!KULWFy)R`?aD#J)yaqp_aUn|VxQ4*G)INJwqyW8ofm5-gsW@^SU=$(z$
z_>IT14S5WB4A8azx4AZUxN&qlCYC?bjx*ku;UqXb{22oA^w+N%tH?q)T!aFvR{HGh
z{JPY3#&v5-Cq%0-_vO(B1?bXCuwaKv?5wUH<8D0zopxB2t+{HVAeTrp6h(HOJozRA
zTk>6w?dy^YhZx?*Nvy0ScXnA<)yk2S$Bpk|0MYH&s(t^)8p{RUL9^4wF>U@#Xd5gZ
zVt>3N5z2i&bhmb*ON~OvJ&y_m<wS-dbBH@w>Nf^n)IMdm`wc}cty}9zxYOj71lmfs
z)xcPAauUdK#u{t?D`{>5or7qBnJ)kZ5D#5_FES|RG30K!)u?F$X2lh2*a}_`YkBz<
zTqQwNSjU;gS7kI)Mw581zGli#LL#Ja^*)hdpz+;%vB8`ztKn2pD5*O=;N~8H5qTWX
z3!)cT<L1VY$xIz}&2n5gNHh`vIC__}Nyyk)ZwcpI>D~J{Nl1v`Y|UK)(LI)p&8gDY
zgF>M1Jil45|IAKd(s*4%3C~Ik4Wa|VVS{#2c2ht0p(@}Vn4}Ukt1Btu9(GWevPq3j
z`8)|6PU~|LxyY>Qn*Y5#kppT7yj*F8Ligzm&#IfsuZYB|^Kt!F_nKA^D^BE{;DWB=
z2R4fxW{WxTO|m-i_Z@{L=)vZY`L)8yf}2sf_Z<wn-*w*Nysb7mbT{WtyoXk<*wBSH
z$v}N&3C}j9a0=82+4!kE^~t?|aS$!agXWpo@+hd@Pk~R2d)MdGhMgr0lqmXsTM<sp
zQT<To+`x03VSA#b#PzeWWc{+S4?%^loEa0I0jor_;b22MBCRcIT;gz1@nqYE#@PMB
z>Bs`?5jT>x3p+c)y?}~_2@H?!7vpA4&{^ILzeY_px;q<W=Qj7I4~-XVSDQQN2#hz%
zLZ7_roos)kVCT6tGk)F|hw&Y=^-A)1);CmBWuH{U?PVA3l^8VqWgEefVs70#I|Y<=
z)K8CN=L;sJ4AMHI-X`Ywa0HAfq9>e^&w*o;)P9K{^;b#GDNrQ?yZ(Cdj@SMvqC$+v
z?TMim-@yojmBIp#{`IQaV}63KdXoc_Hg*MH)E|p+bkI5J<HqaZrA$ns(ZY(m`t{oi
z>;XNVcqw`hH*ILVY`s1ja7x9)H_I^89v8fGolzd%3r8wB8>ZvHM5tUYYj9yPf?)n|
zAmY_RYnl6QBSWwAEf!8S`R6LosQEHkE-7;v_MOJv^tFwlU{01#9%rv2xk^ct5%x+{
zUQ*`xnc(0Hd>=hZKFy`)Oo5+|Q?^+`8{l`b8HsIughWmkXGz`Ea$-`~h|N^Ei?ohV
zQ!{yOJ??I5>lWAp3m8o)v$23Ms%&jW)l%P$$GmzFZa_xJ8lYWBW*De+c`(^^AMDho
z1yx$%I>s|0%RS?CP)XF$X1vL4Lk2z?hx_(4vR}XQHC1uFExm0M#wSlRHM8fg70R2f
zD?X0#UX0UiJhc{nSCEE35HC_D0K94b2u838<*e%Dh6b<W;XBsiFLqiWI#E!pD=`F8
zJG#OZu^7U3JCw7{w#jpQkeNsFer!Qo;i_|B)`CFPyPEB%{qvdKX?JTp-ZvUfcvpEP
zXHC!8^y$w`h4Bm_)Qo1Ast%7j3`_K9eJ}p*6g&m_mMy#kZ#o)JE{UW9vtP9ZF4wFi
zEpQsneg68DK|WX!h&~B?K4#h<e!u6w-o6QR)@*h3JQ-F-UKv%@C4P%t&MX=VJs;r@
zc{veQ>*Rz3&cYgqXMHt_`7FbGN$WyVHZa&PDwe!&rO)#@2eP)VVCb`INek4LbyNDj
zZs6pNfe;d+{nN#Clc8*b|2=14u9EEjP$+2A+-BC~xXsNYxl?xEwz#yKDxaYsWR+`c
z7te5ZgK~0^iACO-f>TXPg23#6j?DJXL$fWZnH_z+JTMV!`jRsQG$w@inOTcvU0oX@
z59|H88ZIgDZ@Yrs8rSi&^60OlaliLqtF%EIe#nqAY|d4A7jRt=$_obK7Z=w+XXA-a
z7*l!;6`f3WD41c1et3CkI~={K@nO3rs`YI1rjm6ZeZ;jlG#28@vt|!fd0kB^M#B5N
zlXDis(0!eN0pfMtVQcv|IKer9pb@GV)$5z};jj^Gv=ix{Prg!+4|xxkfTblJ5AWjN
zj%u)_a<Ii;dn6)aV9yYT>8X;{_`YUeiFWfi7k#^3Y?b?%U*W_HAyTsL(Ln93;b!?5
zG(cdBp)(w1-?rX#AKuPA!;#$U6HPJSYBhiOl6S{~4c}t2u}{ARJ)LqZhFI|0u&C$5
z`kzxSeM7#P##eCo$bWYiS`jc<%j<zO!Y}&hoBR7wHCLAuZzN&b-19P~&#ejwcN-eX
z-DWWa)AntzdsCmnoL^k;CMqhIW~Y4Ful-+N;@c$9suRO>_=!>qEQz$L6MKrdIida>
zVXC{a9<Nw5{=RVu#6`Ia%kh5S@VE@<>i(wH<9+tqxxp1Rohe8$n^m#_P-2^HtBACl
zrFPw_Zb3hK{cUIet4%$vy?yhH$qNj@CTJHluwJ4NcTD=siSd&;jq{;t7Y8>BuGewe
z(a-apl`WpWG~Wwea(pB*((8>c6nemM+y8p9AlZBy!HLPwQa;g>=}~037Lqg6n<{G$
zrVWz`Tqr`5nyeN>&)3^`Up^s+#S^QtH&XEU63I~<zC=$Q)9kWz>{xzpig2snUU%Z@
zBGn}aIEC;t*gm9d>^PiEROG^+SAXTRf64QZa!So`2Kv9Jvzhg#iXWh%uM49&U!TnS
zZx%P+<IEtAN=*CRg4D36FOA!Wsjbwu<mUn|pU2o%9qy>ynfUTT5h;m4)Q=BX_os~u
zc^OT?8ZWD=%l$!B*^{-kAM>eht|o(-ZfaUNt#g;v4+zBF?}CmHWS6<mO#KxZ+j*N4
zgR;LdPx}mXuKmsubZY9Iq@>q6oV4`|n}TVidQ?x*E(+k@@5q6H*(pJiYV&Mv>sI_K
zHz&ac%7?-rt9~ab1ng(nwq4*So=?#25xwS$6Sdp<_GA`%f>Mar7^Uf~+Nam4qKWwN
zXu#E;Xt1_VzqM7Y`9TckV^(zsEa2yx;Ly;$;J5mAB@RtA)1#aBkYV^lh9GC|A*ZG$
z20DZB0?nlC+AtIDZgVp}o3<jXhRk>T)7O@CQs`55Jsuhi=7nzcx!5@-$M_M0G)o<Q
zdZv}p)ME0pu~{L#vz16XyDz<S$iy_`Z<Kt)w$=a=9Ix$|4<uA!dLs~}{ZAF^i&$hO
zM(LLR?=>BOiUuajO2~;iO>0FX3ijN@-dls!H2fo}$R~Wtrq4_~9g~9JiD_2L;@ST!
z;S;g4a{n7h00e_WZz)~;Y>T-#MX+~q^=^lC#Gu;3Ys+<*vvZC9Du3WuZ<}>o+&wKV
z(K#Cli&mSJ454A+Mv^$TlGl=+R$-khI*bxS+jevcJ%Pv7C5@}RGsapM=K&Z|NQzUn
ze{#Wk0L=p5@XI7i)xI%+O~$|#S_Fp|MX8Z^1O(4z>%lqt^x%(0Xk$q@6s%bN(MWj)
z8nHWIFyoEvz6#Ezd<~-Ak&>6kw{7x(9vnu);-!5RUzL{b{Q9mh_;Q9a6gDCy4)hrJ
zbkV4*%ea_0fmcUd5-rgxy&YXq6reRKnfLje)U~%5o$v<+FXl~NvOVcb=cU^8J;B3b
zK;f+>{;Q6p(TYfNT9!KEOk2=2z`saeWpPl}0^5!gB)3?4;)*)KWQ;T<6P*u`@Cy=-
zzt{TXc|Pcl>BXjP^KHtn`GqruuXTIh?&3C@6zuA&9EN{rX1(n4*Lcn+x%@D9eJ?iI
zK55no{#1a$X2(ZH-T^^QK<d*_hxMGBr7v5^(>MPpUIy=q22({QQUtlp>4kaio-wWT
zQ-^F8n+b(r?;?Jbzmj`eM%?myOw;M6u^&u7IjN@<oSRW|`6YHzn$F~HHZ&iTqu=sM
zAK};3%9RLyeM=)o({<fbEM3B@^e|y_a<cAJln{ccZ3|-CJDz&_V=$xTSNo#<ZsV|Y
zJnXs*Yuz=d9}xvbpx~u1k*~N~_-EfE;YxVp8VF>;4ZIJ`bp@S6k(~Zr1wec9Ya8tb
zI$2=fF}cF*ni#m`tj06l)5g>W3uzc|)!{emXcb9Xg{;Og-McL|{uZi0Pk6h+AZK*r
z0ZBWTAD}Igi#e$;F#|Vs%a_F7Ogi5pkPyWKu>BgDVGL6pAMP{INm=+gYwUbkCudts
zw@=v{j8|TvHHjfM*9=LVsJdcj4C@DdjH0wE%<p|8kVpY%9cWkp-i(rJy4s;P?_J}n
z3ws-zOcVjVJ#C;3AN$Z7hK)0-A|LpMz2<VQce*!6Mg+mcx3)eM#Vj#SJNDeZM%ZvP
z1{J+LeUqKbDjhF#J?x?_*x-rR@uT0nb9daPF%TLLchU~jy>kN9SZ)H>`VuRn&13FE
zhvAD}bTZ9m*Utc-KjO0&4Hjut*1gWO`ke{1)&nVVEBq2;QQRBKRab(lC|}%yi{|xe
zL*YLx$(=tdN*rtzI^mPHb$vr+U^ymHpUIcLxzw#c(K+_JQP4Vf^wa#i^R#!b^K{hW
z7Bw%en`xMLGz{93DUB#IX``9;KBNboFu`+A<P;YJ+hyFYWuEwzGUuX!u>`?lg~_Mp
z;yb-AFZ5r<;PMGnO*J+Hc%R3bwp-R0vtGj$o*40zXDoThar}nu_a#}+HyT<JyL$-^
z^_c0nYJEzyi}<0#p@&WQQEs7vg_8lr*#k`_F6a8WBAKThz33@kTal6+5%$#KA?~pb
zs@TW}!GVDS^o%kSK4C=z(o_^q<JL**zO&wqypBg#Ea34xY;3H&&-b5upKTAUO$lD_
ziBo#k?E50KC-YG&Xekov=tQ(PTdx2ZhV)<a89dYFj^%3~MLQ-bDYXvapF6`my%rJc
z_fj!bxhFQ^6h#eJbfM3=M-wfIZuffPRZNI<qzM=GS+7rztyJ+b{Xax~1yt2vur*4k
zgi1F^hj8gmkrI&Z6zT46Bn2*@(%s$NNGsh9(%sVa&h`J^_qmo!1@->ooS8j)@0pWg
zKw!PcXlrcIRPrXN=Dv85vr-io@OVec3dE=O82fY6it2-!e+C_sa^57AtR)jyv6r<N
ztk0LWx^r(1>jmdX)0FeUhR$3EmbLQw^+O2P$B1G}&u0nFx|}|!m6|lV>x_{o7I;aM
zBnJ0}&odx)D`OAePQ>SE9uQYaXlP*O$_>_e_()qKcI=~-&SI*vEiXrFG7Q=f)K+mC
zN0!^}ky0c+8)gU`2%oo%0N<~|7OujHs={hzLmSi}bP)ISL?9rTBSx-&QY(aOm;J(*
zPcVzcdhZ}P)wKm4E(J<_49<9)yf_fMI__*SwVD3YxF-&>D9(H8H7A)<!G{U-20u`R
zwmobhZ95??I2`qE@1wS={)V=qpCRt)HjeHX;FE*${?sbPoUy}7JA`YaU!Pg8By2%~
zKIYTIox;_2mKW@#9Z<CNUkW96h2!5R3oeZgS&?6fpk-vRnzFYz4p(Aa*;kJz(BN6T
z){xe4qhM`r7B#b3VUd70&MeTmEAE^eGHtQrh~I<&0G3~7b9UvH>}7QtI9<K8?dU#A
z1x{`W{Vj#9>v`g_;5g1VQ<aBcF*Wcr$!00wZ7E)dE#ZsKG=6d}%^GuL943NbD(U6!
zopC2{;uy+>c6DWKWS@KrIBU^F#C8f=!SU*g^Tmmw3%kT-ZB1EDj?x9xuJHf7000*7
z+(!P;|67jQbm2rTN==Ssvge7~aa~7fjTa#&B!F7Od(}z{+zz4-Vp*dZ(j{Wx)a!AF
zt2JDsLANy)!`$8#OO31pUe7muoAg?dKPP+Dw5Ef)0wnXGHQ1sKRN0#{aHVx;JbcEH
z`T5L_j^^%`m&)Y>qeJGYcn;#9KU41R?!T(P{yd`gcZ*qHA50Mrkz|h$4;~g03evKk
z4cSV)MOMoF+uak<Z@26<4y;G&af;+}e{4`htvU5YUh4W-Jt6TtR?_yqezV}ZhBr#(
z7G9Erpq<d0z$I4NOvbK*F`=nGFjkpSYVRzo^^?ar_KaWRscEhs2Sh+hbX|w<GUn4<
zHh<laS!;N~wU<HPK>b2~PQ}tD`?B#Kw@FVQ*M}So1})AfHZ3*qE(<Iw;G{S3L-k-r
zBjDF}2eG)(1NTh3YXPMTZN2I(?z1!XqHfH0G0FR`SlH7POkAS{YX?SVp-L_T8#3I3
zQyAG$h#WE;#;vMbjc(+uVn%H&ehrpX73b!m=D?+c2{RJ}@-!miKt8)?#w&d1TgKt@
zZwXBAb_bGc{p}B*?@>{TW>#1Ksz|hKeyHDL!*n?_WG*Y}ckYz}Yc`oeg8n$tXI}!~
zuFV1baG}R*_qf&(k##zdJlupuL@0rbimvPB^!BjnD9!a^_AUIX&(lp@F9sb1R{Qk`
zXby@*k5#FoYt^OexNtnnn_S*A%g8@T6n^Z|@2ZwIt6_%(CS4}DsIavyYh7}Vvy6M;
zdxDa-xDzp^-ef}zGN@0YT;;g@gGJq#?vwGt)O_-0?_6R(M$r7-G$0p1a-Rod8=jJr
zuLCFo+e4<~xmop>sXMwtWhHyxVoM)+JU)(2IY~<lubIzKunFMgY(No>i&@Zu3qXiQ
z7j=;68|3#jW{le0zF6w9WWgg6%qG-InQ-5$G$skEqER=t5b|hjbj#e+wk(D{NJ+LA
z^*k6j4wU@HR(fYvP^2+_Vr%#zMg{jjpAz2p&bSLyT-Nm5;h6}vo%C!mgIyT~#zjEs
z-dc1>kRJ55dYP~|n$pKICi&joQH~m+&vt>R94twR0YGgxw{1FBzglx7hsEZnt8(^H
zqlST0F1pfyd7_P9Tq>#H<Uv+&^5AMcUjQgx4Eg{`)$-RJ-jP>8<h>ze*ocu~Qz~R2
zCPy6K8buo;6v1W5jYZeZ2!+IbTk*dXrlG7l6%Zb-PPTPXvmq@&e6jr<D`N3>sFD5I
zCmy2B(43D43FApCwYj-3yL!dAJ(Htp;_ktK#1(F}SmlVYFyZ&_n-*`IJa**Nw$8-C
zd50K8+L;r?{ob1HDR$>)geFkC>2HN(*7ZSPi`Q~+)~=1qy;=z-l_lrV2n8V^@EJ)w
z9XQat2~>yc`dQ*et0hih$Hx?pKl2sv)t&aRz<&F|x4a$ijWRyVBWg=+X}rI_X)3{m
z(LWP7m<qK<tpw0@csS33<xN>6pkjzPtuzH69xl^HW@ez=xPsvz){>tF0Lbz8sCT)l
zg{nc0-F#0|JF#=tHlD_{DRx}Usc-PZ@!Ykxk+%PYBb}m}zu6%MDXCv>E)?Z5qCYSZ
zLbwY}kLT+&Ca3I@$gCKBc#~d~e4pH<Nh3AhrjxLYt)rt^mKqsCs}7@V-OlVhAFf%z
zk*<Gsi-KX*AO)o;eIq-0@JU{5A4+Cc=gC|V7r6|Hzn1l4$c_7L+pjh0fq4zSv7R|q
z6e|nmL5rq)7Hhy@O`X&hgLGSDu-PBoNMUJgA-h(Y-y_sxm1~)j_Ktg)1+5JKi13T~
z?@>9YTLW+&yy)kH8MW{a29-Lgy^cHbYhDJy>}M=417@$(8r!0M)LY!CVG;j7F82I*
zBMvcMz#}Tk;nG=WY<#P#i<mgx5)_Q0UM**S_*#o&`?JF-?tH;j2DQn8O2K!{qIpon
z#%F^I9L8aVH`lNla6e^SiFj*ujl2=D4hB=eWo**rzT-8SDI833dW)4|YM}xEP|0-s
zlCIDGeR22Funqq`Pq;v}ra(u>%=f^MJ{_=Ny{}d%4_ht`V0GMxspHjIT3PSgvISp|
z|GR7nuNfa|h1bOZaB0u}&`^Jy>htNkGPDEooJV@HxpqE@@{CI&*GG%DXDt3YdGqX|
zCkAQ<GHr##_5i!KG4Cc6E}_W5K2-5i0qR{SVLQkkZ%p!;ZE-pQF3AnV7#{o(3Ud3l
z#b;6{VGW%+sS+wzP1b(w<8TSr@jLYt1{XtST~t!=%QF=kt_L+G`GtyPup*KOtgB3v
zi$j4hzN2LN^@Uo1{2E)gLs=+n7-qK^3_=F^2XYHtNdUvtWW|LRl@OT#<>NCh!Wnm8
zY!ThrVRNd#FyC6nEi6nsLT6w@OXXqP4Al(huMsr^fkh%xWlqgx97W)%SuPp3g~8B}
z*()1H1!OqZgnRubCVD<Z*Z&^o{>sjD)5QfuR4lN89aM2oZZG3j^&WXczI{Ui9>ZV|
zINs0!T1!LJnt}xn73nPEt<9pZlMMrg!mDfFn75#$<9)dG_y$<vIU(<`xkMcP`@h-`
ztC05IM*#%5c%RAVKVuL`^j=zC->_!1YA@gMbXFX?w1LB6!R#8G#hNFCx+_Oj>us{h
z`QThU>)yGV>97ClxaV-N9Y`~6+40t=<((tlJEIL9(oc(TQN-d_;#3#!(H~Cp_Ry(K
z(w?bdVNb3tUOKN#w>645(h1s3T9N+Q0Mm?JxqUW?Q~)(GSF?O7zzo`aQIX&;j+naJ
z9=-7L<fio}@=>*Y?j`>o?0Mp9k?Zv=SB4-we-XVpDq+0R?x$GXYy^MUW`jii@i+Fr
z<NKnQi;5M<YF;(zM*9$QGvgBz6M)aA;Np7sU(&tWOiF{*h(L941m&A(+@HD$bH+|9
zYcT5@C^W&Kz7$z*4dr&oefi~CUI?W7$kEAc_PKvZpDf^oJT6na^U_GfKYS1nj~wa%
zL?pg>R(gB4Qz!xf2R%5sxdkE3iuY??+QU=x8db*+qE80L#<E*G;+kNp@^@knX=Xdi
zS`fpuFJ=tlRuW7&!~PX~&*6?2F9Yihso|}caPaAHb^MpVNs6ky#`|o5ZE9`YK1lK&
zDR0&FT@1K9Md>htm6Z%|UL5(UhI`ACCTDC=T0edf3tIwX>{5Ofs(c4Ej6MHxyG+nL
ztts;#amsiAS516esB(w5BLUFs{Q1QQ2u;YQtpwy}la1h**ukNDs(9|iCtRmK`1lol
z{nA~rjCrDQFh69#6b{Fa-?kv4%;r=S5ZhItXZAmTjzNuhz-cT)eX&o64ip{5qMGL@
z2EAgyHV3YV&lzh4c12XuOWi{$-N3(HFjH^Gqgs~gmrPW8Bm6VCjq&w$h#Bsd!QXt;
zyUm2bt7)2NFp(fb{+RGB3>!gd%Phsk&BMW?T3C&1OAdwI-48l1vhOFiX5jmj;_u#J
zBfXTt(Giy)Gj+_AK9&xou^43%0=&VK_hnomke^K1Io;`vQsBJ8wro`kbmBokPKSWJ
z38N!ECP6bZGx0I0*Z&Oh<&nRAtLtbcD(DBOTv7~TVkqu|Et>N_ZO53=(aI2C?&qHH
zhs=KR)3=+_QHjptRUF2RktGHLku@f=(r1aJdwqDo;4(F}6xb)J`#PsRLp}fq5G<~@
z2Pr_s`t=W`WWK3!+B1_$iUsv^I_39M>6b&?j`c*HLAjxjFaGlR{0KTayr9S&&AEz+
zjg<w2b7uPF(o&#J>ovZfw}vnHnoQ!4Fpr}YC`jd_Iq26!u!#8uto!aDmi`Lo1Foy}
z@%OGb(+=pQ!?C-fEfqNAN>K0LoAEnd4z<t<6IqKhP2Rd1H%4Gi5*0WQw8dGIFa~r(
zUy1igSakhKPaUuj&~|mv{>Ll7Gu<lv3^40ENBnnrtr=*bd;fkIKNza|Czr4{1VZr%
z6r`E8wb&m%C;-;R&7jxt^KxrdJUbms^#dcQ$@r7s5}+#_=L5L_SC6PSmXU_+`!CyH
zRQD(I%R}$AiO%3eYr)!F&sw*~C-L#*L`E*Oon9nenX?f86GSK;1_|rSYruHQhSmYt
z2Oq%1A*c<Kz*xq*Z<3U*`xP2j_eX6V4#PT(|Kc<<D{l&kdrE4G6GDE8g_z>!YS>n>
zC?Zf$*grgg?CezJ=bM6!^wMDywTIBg+N6E(T}leU1DCYulcR|OO+c4md0hNRmrFAp
zNMOS&Yi)#ES-BHP>eJn~`MAD@geLVf=rS&=paEVwt~K~OjRhchu%h-~^zw{<7@T9N
z-PErGu8b|L<l>$`-r$|Tv2Oyz;OJbTxW0bGwjv;PX#0o+wV^8%V`6dWKahbi>eB|m
z;8hCrB^uwm1`VK1N%a$e$cbB7xvJnEI~<b*s5?|eOojH*J+zsYCWN+|$*uaGT$gh1
zduy501z@UW>I`Gjjr=c#Mt`}|LyaZ{TptWmX*+E&^WW~r$@kD6_jSgR1APFt!hcnx
zB-ND1)9}{t@a2{KA&R4+0@Jxv^MaM>{gmm^b&#VaiZ$4ty%M~ln<~?z|3^zBlMCIs
zA_D~;6YMo!+k8}M94Jt6muFj!7<$47Uh9Ype~^ysuE>hX>^~;Fzd3)Wua9<fc?2l?
zwv5s3bb01@Dba_rl8+Ij-rRv@ZGwJ{jjG|qNr6<-JrqJ|dYW(Sp8@IX4jhn!!PLf2
z3f{t>DHYOBhuH7SfrCSm^6pJs-w(4l19-35^t>lVHzXMm2i=p#Q*8-4fmC#8mz|E$
ziIf9d$_C%QXMrXuq}IDixGIxZ82_Yd#84nI+a3vwgOLB@tJH3E5;2TRt2)mcuYZ_>
zMKjt2{0d-VeG1-2M1w={AE8Hq@L-Z=Ww4U7fLa&wya6TvCM&9|e}P^8Vw3c192|eM
z@zawo%&LZJuIOj5g&Yj(%bp&z{(l5g^)~UH{kcpyVH`L}ojh$Tv^@T;11kV<>w>Uq
zan<xeP}J|Bv<cGlk*noP7}L;J-8^U(>{|oLD4UhekhNf2(O*`{;n`;cth>)un6g-^
z25<OG8dS{9QGdTp1j~d=96Hc`=5s}$Swcca=6PQ&ArXvZ-yj1!=hJy-f8uk0?DwnP
zBFy|^OYz4CFI$lF?B=a-Pn^>FI`M2NPL&i35Ts+ndsWoXI#Ddzx`WU>PPVhEqP}Hf
z=@2Ni+x<Tn4%`7lOPxmQ-V||18SOaW&cV!MKUh%>YJ0VRSrzLK3?#i+yQacGZ@oI@
z-W(uc0FQWlGy@PNzdxlX{n}tP<=_R+H)gi#*;+pn3bV`MYY^)KOCgK^F2hd$G@P8R
zLYrxBfSa#N18cFn+Uy#JX2-@2MB~J<lwp_bz`}xjcah-6ZI?+9DfFOcXwtj(aBK30
zTAU1k?=pvMibTE+<JwL3wD~!Vyea1A5~AzzV0&S$?3;@D+3Zg61D4F2NI)|*<9!1I
z6X2lSh9ZShyK1y|6+&#hX}bu08WaHUY;rq9E`t|G0fNnfYp3ag_br(9Gh2`&7IAFr
zZTL~NHLFNEn3(VD@uV6eEqx)-3i*wPNdh+dX)4z!qlNFR{Ah(yiQ>cSmNdh4n!eiI
z5|e(uyCPcfo)^<@4DtVJ|5s^|Hy6K7gTO(;cVLpIL6i<X+5_u9X$2%&x4|-RC&a_%
zGYW7<C$ePDzAS8-O{(3hC<ll`=sMyfJg)Ub_oo;Q?8TUzJ`PVW7X(#6-lJ27yjP2Z
zlJ3rb$apU1F3y0AVlk2?y?Iesr3BxQOsatytxh91wR(GmQsH2N4p2F@++moOO-gt&
zk**8%DK_lN+hyXTzP#crZJ*XlYyXyWq(7AWQ@zoUU*!FD&v*YXMLMGl2WwDSi`2w8
z;7209{mNn|6ASi7GiZ&%P}372f{`3`3#=OdtqkABM#tv{!G>hIT6Jh`kLUbg5fFd*
z={q(iZfMjK3ZZ(lasIKZV7vxzV5Df#y3GpN`*C5~^+3hhU_U~$BvA1eNZWl)KqrG4
zw2$vE0|8?#*5>WSY#{FAY({aa4|oa0e2prk)iLR3f4<AT0*$406@PkI>K|^R_m5%Y
zo1d6WKUAq#x&OONbC8-r3y{u05*HSL&Hrj-1z#TfY$A%Fyif?m_WpuWcz87)sD)wZ
zkBDCx7=mFjyZrPF!)_M~-WuBX`>O;1@WC%*3=n)ct#)B{0>2P{Ux2Vnb-H0rKW^`4
z3_CmYc)=FZsp1Br&`^cUehP9v5GJtNDKTD@wpmk_wwiNKwY3qR*{BEal@j}bN_i0a
z&&tKTOEC9OJ3%Ec1G(;M&}MVBAWyJ&`LR|0zlZt>22SejW<l(tCy03IbJu_Ax>X|v
z60vmB!x3I-i+lYx>r+**?T-&!0zp{jdnIW5;;`*ePrc0>L>5m1Lblh@dC7u0!8UF8
z_<VrdESol1sJGPiICu`+>XratL}P+2hy0X`OtDy95M3H4vX>@}sH-Ds>1R$HYWrBu
z8fd4$)gb|!D0-YAaSold{}2f)8OTW^bvER!4>t(Lg9NnyrRF!mFV#Lx7KVWUto(31
zR;S)zNKQ`S)-r`J5vlfh(BQ6oPU-X%<K$+!HWbo%L`f<7`6`6n^U;g!pWr~0M)e(V
z2cm}xTJv9lkYvywtCU}2^-fn81JYm!7Yj-8J+>7$2)QGEd`pc?4zBp0?wlrs3}oC-
zKtnS4yDd}P=!CpFa{+7JxEm?GH(}9tge`{vjTUz#9Ej($?=)NFtgJHsJ>NI%I+}eO
z+D|&Pysvh!lo`#n1udes74OC}D6sKZX<>Vfk(ZaKq{JMo=A5RZ#Gq~fb;WQu?2L%t
z0?!mWPf<ey{CsW7PY_;2+}toRFteDQ%t=yRKXZQjR=-cHkgnezLHqmzB?b&^z#vJj
zl?fP5+7=a!A3Sf<^c<jY*opz{);!dUN}bcE7<REQP*8qmfx4s2`y6qqv_<v5tAzsz
zAv$)*B4Eirx1OY|^#pUOtwJ3nFN;nI54-un?_lvBXDhw{*!N#vx%&#rfh0AV4p=$Z
zOVR>vS}^pd5P7AVhX*b=-4M(=kzM<{qY1De?4l1FObCS5sF9z-Hd+In(#>a}mvMV$
zKlQoloHjL6Fc{6Oi05&D%T}xnqy|^K>|B`t(v9Z@z(5%0cUP7$WF>TGi!q)D{AMuk
z*mZ+|hZM87C#Zw`MRdFfNjz7Du5SAQVKNkHkvy6+no(Vi?&gIl7Kd>RmWAD>jKIyg
zGzRdhCGfdCZ@p?WfPH#ra84+scMBA}fa{Kq1QiGjBWcy8cATuK$kVO^0~#(&2+<{Z
zT$aPKyn=>?z`=ok1RMohS>WvuavgSClsyK7L4J3B>t2hB@53ntv0~kWcTzJT_>2(^
z9S){hF=$_L_CN<kl(FLIfxC`;>tIeLyy+;F8t7nvrvA#O>Jwhm1`Z7cbAb9!wDc?m
zp*&U3!XOm1sKkju6cTUoY#qjqygjI_bsL_LdYAi43nz{4fUTA3z)nE?l8CkwR9d!I
zwmc#t*?2;N&!)B6V9kX1lo*^QWXQ&M>>(kIAbk9R^5w2x%rkXNrOB>U^a{O~48f9)
z3-1MN$$#sl@zY~8YdA?P8Aw`buSrP!Y0{D-I4n3<x^c_?v+P}0RE|++=XC?{p01)=
zWIN6D7>eudfqhd+Q6v3uKdXOtE(eN!ad|vmO6<ogSE14-=K!$i6+x)0D@pXn)xAQJ
z<7d$Vt0hqS2L@u<kSycH0bf{}H*bVNFFo1!4>0HjX~-4=h2Br2iqL#Q0PFh5Lq+|=
z@;2923$6jLveI(ibg~uaBP=e?0Bn7vSrR7X6e$)7N^%)wtftj4h!FHrApLo`UaP~{
zs%V_B=tSp`7ganbog4r*g5a!Y2H1L9_EHN;V7m>21jF{Tyh$DodbIth5kmF-v;O11
z4oN4|HPaMqU#7LR6;zi3w)1VBnJ>QG-HBr1Ooc!?%LY>go&zgmFW7X<MpAm<)Opm1
zpfsA-h+%+d*<aG}x0)YHPfthI*C)f{<3s`b^XL0lI>-e-i04B3c)?xetAW(Pe>ai?
z=UZ7xy+5N6pr$+Pe_BZmNL^ZTkx>u=?Hw>cBzy|AH*```vU+oj9Pi6AKsT_Fc>i67
z(bcG5FwoulR{W(FJo=SE*1!HCLE3`KwfOfXSa1G{_>h0W^OOyw8U6JTM{swPC908a
zcUCB}sfFD=PSWVV-emOa`Zy3;Yp{T__uYHy?;>Seir-4zFJ_C%U4J$8{rdQ+P6p1r
zCRVx@1F;+!g<!k;U_Q)tSD6tDnTJ}Yug7URqP^Wu+x|xgQKv5<Iu9iU1<u)4WXIig
z7R1uRLMbc1{)x%Z#7bV;(5L$w0aH`cFQVjrKR@{b@0y@jX4JQ0QAI_pZ%RJ^s~iZv
z5FPcJ?s)XI+thY+0-(0TK}k*iYGe;>Wasa5{UrBH>yC~gMwOchr8MB8tXBr@&*(hH
zz)1wE+qYm#o!!TNcio6cEB73AEpD}F+_rxzqNRm9gf(f<1<3IngqVGxir`LD1WWJn
ze$05@Ee#5w+oMMs&gM4$?M@x@8XN!;!PAURnwYNBpDz7ux#&)i1H7Hkm%Uw~JnGG^
zME@)g5~AKvaBcP)hK6`SFF$mTkQLzc^6|2Rdi9-?6N<Tomffi#8ti$^C8|zL);LRV
z5uzfAiUpH#ay|uua96k38}PdmJM@qUjwPW>uIMsC0bWc}&w5<7AwpQ?l<9kRwxfyK
zw+F+KY3%08)Pj$9c&#^uaB(`ElK(>Yy2MKo`rbknT!1@1-Bqul>Uua3QbYTDZn$vX
zqm$4#X8WEzJo6|w{Ru>NgcKHo%5obYe0Xcf?}2d8x33!>O#0w5;==-irXwSNUS6YL
zS1IM0S9rL*fL%FY^g)%b-w|NBVAm@KPzx+yBjUk!<r>ykc>td&_~u*n4Cm%1OfC0?
z4V3r*%o+t=3INWCcohA5dLFId;X)CZ<DJA_p}cyhY={TI`fJQ0Vc737J6>ZG2W@ZL
zcF}e!XwHQkm%j$jiJXA}VRTfxHFSYVNazKy%mID_oM`&LtTh1o>s2J)t~fXhu7t3?
z&%z@0-;<!JCeRsi!L*M77L`ja+0XaE9?Xum^bZfG5!%p+L4Z|T?=DR496FJ~B1mD$
zVmrR%s$IL;1MZ3Lqd{Ofl!#RRGw3vL*Z&(--{?SDM+x*_(IfXsAKkY7BaH8SK;PpB
zZv?EL<V;NH->ElN6HGQMcwV5p5y4xFt~-!ZbiM{gjd0YhSf~B{iA+$g0?q}vnKEls
zybk4(2)et^<vCnd|E#d)^Ko!HWa8{X7?lT8TBfn7B;xrIq>Q*bI^Uz0J`dzq4hoUv
z5iwK*iv^f1gbVnmW%(c%3(MfIfGiAqZW!e6MFWy?k-r2eyIUvde)&04qC^Jln%0+o
zig%w6VPxAiLxXmZNm>iWE1^3ZV4(Q?52!|ynp&w)(DQ;S&%3BnGw@PqAuOx+Ez8=f
zx9dja8NTIN)Z=X-Ton^OT)~g&`DR8MnkQ6LXaFbTT`sVpy%M;yxmzQ>wd+L75{sh{
z1^Hg@ZK$U*aHcySL4E@8O3P6E&NLsKd};zJ7RzEy4n%$Z@Wj{AE+;CW*F)CT^*Ol9
zsHoRwPH8@m%L;Jq91i<>yp=62C}8Ie4iayJM^~lv1^7_r=9<#ScSptwgH($o?Cb>K
z{`|RyI23Na+&)LDP9?RmIP%Yx-WoCZ8u}twl>A*aD-mk}LbQVZbF>&T5p-lXb?`|d
zL(dLHUZc|idg5L9skRz#=#Et=0t?I6vpTyKPB&R=>!)A8?t*BW31e8E`m5$igvfl2
zosy-U^^57t^@IP;;%2Yce19QZtj?nF-$Gk^Nm|-oo?!-1@mrwJw_ZP(Sk8H(0*jV<
z^Ct$9Mw{I2%BNF9i`{+0(j7ssE>|Pea6%w7rh!4fM<%<iBM(o5x5|2STpr<n(MicP
z0cSdo?)1`9cNA)LBr}Ao(L#*{xC_uRF`+Lo?aOUf)c@|qQ8x0E1H()R?G<X`DgWnT
z7Y&coOT9navB3wt5D-WK!w`kj1RftV9*pS&`h9h+)4QV4j20bur#PHlSu|c=4pR_}
zb88U+3q82iGzMI$>}jv&pVXH(7hPM8Z|D-Yl!U(s{_7dcIzB)8+qTbe%%Lu;^TCCW
z9<}oI`1}?mNL1`MI>AjF3dL6A(g&smHQM#XrTw75z$?$&)6p!pibr7(T0}*yS@jS5
zN6gNn0wqs+r+vEM>*O$XFrwwOKwkiGjKSy14!-vmWD>^!$lpl<`h#ZJvHAbJ00uMV
zAW>a4gQA<$N6ELW^%ft{a&a<ypj<yBaDH>@zfouH3tl%!{{%_%*U2cX_J&9=Nf<h>
zPG*6r`Z-WAnOd$;itF73{_?_?wr<+YRBm{O6GejxKXPyS$V^oHH(89-NnG1q$afka
zsz%DpbU?E8qzaf+xY)da5*G!?nh5LalJ`Uo_at(}ffGEW9DyZI0F+*$@4$CRJuk;U
zz_kyA-MlF65$ut*sHkY2wL8#0KGdE&(9UagAl}u~oCLRzTWc}2Y;B?P-oZO<cNfRe
zY-rKiX0Orqw&Nah5O@og4lf@&?x96BZ*`5cPCZkMRQfa_WPuB9MPoj%?)J3&wP<|6
zw#a*<MMx@;|7iz#SMd1`p9p(-5!PA@poJm`#D0wWl^s$$;zhe4WjoA&>~hE=#o)a9
zy?>Z7SXvaz6zSq)hsiS0Gq}4Q8==()tvuc5@|X&8;1LZA`EVSz-WpiWlo!v({X1w{
zhFCxqkmR7E?xdNVtXr8UMLt=K{T?Oh3;4W0fhMIe1nYR7Yih*p4Jm#nroxu1d&>G1
zITb@kQ9hBM4tKsbO}~9G0<f{E59j;?O{W}i?U-_w9a~A(xY{vW9}~uK(>(2;!!d&$
z^>gwyA_NriKyuw*^uTFyiA&GOAO?1LJdgqb@z%3D$>!mC0nl_94C$sj%%6Ukarm<z
zIKR$29u->_bex<sx;-*=(e^q;HcvuY+N91)hHvGG?{CWExbNS6VJsW7TVJ4j+KzS)
zm6cV>c>dZQYs02;;gEF(KitU9xv4^d$Nt;zA0QJ`^Ug)LL6S@exQrDX)+BiBxR^!0
zUBA^`U1>Y4h%EL@hU>%2&J8?{2230OmI-|Rj1{Hs!E8Jfh<kuSM2nSSIWPB)k&EvM
zT-0maP?v{h-xW@BzP~$|5lJ?wAz-Wxft;XQ!?r!ll_yb?&x=39TPB^=2?ce&w=~%h
z)-(kj3o;wzFgPx?X=+Oi^SR-{!B%P9dH>Ou!N(VO$B|_OJgo3#t+lYCaqDYCS!Qk{
zBAo52C^jIxnN8)t{wd_Q=>8fC)1~y8@oa%XMJ(<;7PE4p?Eb8hzktV3CIF&9RJp&s
z)OP`+eLe0Re}woC<=|ev_tZv!djV;g5#p_n=FZ5dB>7no5Fi=6>AF`!9M5LL{2q@P
z3Bd#DC|q-XV#M4Lrx!@Fnp)tYj8T>My4CPj&v4fkSEFmDoR6d`Bt<yH@9mGIS1FC(
zLg6NKG##tw>&iexEsEG0`N7YCpo1e49UBlJl`)O)9zewyEkzaen{vc_-vc57*u6%E
z$EHMw>`jpR)@2>Zkx^dxkuNm7qQpYC&w~$&HtuKU10*yNYeGus2et|p<e8LO_7&6o
zaau~{AX>h-(9n>m_mHFe>mQO2(}Rw}y5y7?pH62iWs>@AE-_~JPWzv&CE0lQz&eXy
z8UxHgvu*$?C=vhq@gmv0-U>{Wnc6kfi+v_UIGNO_upF)kiREO3pOfftz@e8_Q-cCp
zZpyEP>L^Bk?m4Urf>sH@oVd4S^nS%&Z%*MO={oXxq-ve<B*MlXblpE0K0cDO!PbeD
z_z0NxiVEa_fIgUI5oF<OD&Q?z>n$n=jfnfpdS7E>9rV=kxFCdQn`qsjOz0TS4Wa!6
z;*H=(i;<PEQ=Jj~{ad({KHUr!Bse6?!UeKMEM#WZP%O1<IpL6XAKbuaFJ;76ei5J&
z;LR-8R|U&Z*UXwRj_|^LGdag`uNKSMEq^;;GV}>9F^SLJvdqk~vm(<xske5!X4`bf
ztysV@g1!m<`)0KcZ~g%)UgCIu&BzSCA^YS~VbD*{2vZbCUib;(3xQJE8XVpTlEFe*
zJc1fpp-ErqGS{45?@D<(N9QTaqgIRp1dJEybt98w+9BFVB@tU%<T34^E~;o^KDayj
zMM>p6kKBH6{z(0uj6d_%8zgJ}t-8Rz?B_}WZ$zp29_z5s(d}hOzoQsAa*J$`g@i{@
zuq%J<lXTvEE<Vi9_9_ggCCp_>12qTpiK<V<ts&2ELQT=QcN0Z_uS~;_;vfJdlfw!B
z3^fPLDIkx_c9bnD9zW659x!yA_|wC+NByLWXRTne))B-949^c0PJ>~;DsIPS5!)IB
zxQ&fLQ%m#SaXCG|lBS^$NN<s$B3)@b$8$14EO|VBZp2=cLS{$F!fnN;F#F%3hb^_Z
zUUJySG?JetkGuirX@?TZj-T3mY^-;>@`1E8?9wY1x2gbcQcZ?%Tj`PbyAQ8d<4d5t
ze+FYwXqjw48%AgPJ33f(*ml+3hoXl;O^z&z@g-0$RduQH$=;GWWhTk#lecQt?Tt>Y
zCr6JO*Do3FcIq<w(}k729^hNnW#@0vc~-uJrFO;aJZe2Sk8eqg&Sm!aBN`y6iixH=
zZjlOg-s+KH>4@8oz;91HL4Pu(BVs|uZ$c+OZ6E~yX<&Q@Z7Y@Z{(3&h;c`ok^lSK)
zscH4iSqiO_sm-3htjYG&0u#9+^y*3y5NhNsD+|k8hZ5Q|LpEEtZSRABpUhcko!so9
zh{mn5jE1FR>O75J)a2x+Zv-<U;M#AGj^5eZv;X7puz>B(yyxMI(M;750}xQqfdo*I
z#mZtP0trHushF8v9}0d9y%buaN!QFw<$SPuv8ltU?ud_TdB4LBB`Ro7ago8+krHk=
z+mSnY@OcF)@TLiOVd^I$PaoYodxRie%{%+b5*I~4Ds1)2nQ3do3Jl}`1tUy{j%NV_
z4yaLfc33i{DalXifijvlmElzS7Db^9&ywO5tIq)eKP}=>Yn`+_hv+(*d4yMg;Wt7_
zbk`Nm_R~OZ>G|ZV)r*bkm)&;>?>!dF08&LmJAiS>AQ6KGLU~}0y1C(GXRppEEiI8S
zY0cj*Kl7{42S1;K=avcdKuQ`33i6KD4f9_f;^C6LA?Q1xw`@@z^ymF=S|Acsgg!IY
z0petxsrh01!<U>HmvU4@n!@yPLQo)g#Yf|-x0>?XA86Z8%*xJ)rjCq`QZ)uxQ-==&
zKPF6y9P~eRqG535O?2XJ;DtvF1|X1#R~hPcD`mGW&jZ5T&EL?D?a>4nrw!|hY;%<o
zeHRI<t;t{Y4?zLG{sQ<xFl+K_NEEEA3~0nnk!DsZE+}0b?A2NM`6QDZjIh$yLkkxb
zNqZYBE*>v1JDZl0T8xZJBQ!hP;ZjL4v%#_uchUP+tp0ivEuNW-5FQC(SkVwfT0@<W
zPAEWI1F}<j;+!hc+x)JKENpJ?Ok^OTcJ<IQ8!J;A>+!xWI!c5_Mg4gp_u4H?+xsxg
z1QZ4O`gi%!A${n;qYQ4z5B`~y-IXok+<en(V&b4^3O0ZzAl7a7<gK+BU`m9VIP8`{
zo8pN1m*aUC(Aa$Zuh7H}BI0ZMG%;113H;a`z@k&CsQ>t&sH|2buQdO)R@JGFS=-Z-
z^5!oOX^^x6`Hm+yL_h!sSuFn<smh=4fJ9#-E$d{gv+M#Q9XiR7G(5Pgp99U(WlUq{
z=iEBV!4$ppwpXTzL$MqkpWwb>P_Q`K66AjT)p_tX?@cl(5~kbW`UkHHF9~#GnIjsQ
zE}90D=Yj9v_V^P%0I=@?OF>StfyY8l3@e^MM%RAg2TUWLb>Kvpbwp6unA#kz5@Lg1
za`PUj)fc4mRvWMa0neZSSj0jpY}o$+hzI&2Wnid!59-D;E@5;s2`MS|F-3zBn(KvS
zKskX|h96J`=2bl{QX6hh<VZU1K$#Bt$ATfyGueoX8z*nG!odN!U?NSZAg>;Q88}JH
zuM$?v$pH$|^(`v>nJDFjW<&DIs?|5qwh0jOXyc*%$jhlC<MxP<Z5VEc5?$-Xm*j|{
zf!-?6#%8eIhYA{Opl|VBqc`~eTX9Ty+;8xO9<{*)IaV>4M`Rrr1A`n8KcRl*Edj=W
zj8jn=%r92XD7?{rU0Nv>SV)h}JI4_v3HRkmNXQQgDjtG@0v5>+D&%14RkKsw{8d1*
zdRA4SbXM-PN9TDltDx<+A^%^!`v&$o5BE2&=gFXupvsA$y}I^!R||zg`mz;)fTaKF
zQ81pRhSXY%B|#5|@>JpehH7Q~mnNv7(O--LcM^zncI%ReP?8eR-a&vINYojerw_X)
zZEmE|(Ur`8Fxiv#ryF)!pXgphnoASu`Kb2081-rQwJqy{{we-L-e5L<g}9UD$vgGv
z$Z?HLp)B#%3+`k$Yp-*YF-%}V>3IPoR8W-lO8ibMO#)J+&nFYDFH0s@2YKnr1A~L#
z(9mQ|8!5uLrF>Iy*ej+_EcfxD6P%w20EI<9Uk$FmElb6Uq+Fz!xI4qx*ypHNoG;<w
zGrldf*L@UKKm>2X<6$LE5FBd=OrEY>86}y|#1$~H8>nBrbCm|NF>N_E&XnuEyO@p_
zp=@et_pk99Zl^|^9HWmTgs4#;sQQM!_O?I#s(0*xTX5SGlMkr6EoD-`zHja2G&(fE
z0VaD7!mRf1-!LM;^?+y>1_?w^IJiaoVUSwsp<Q#tC2&#U#2?K>OJ~-;(uvItv@%$L
zHa`ak%(j>7?*QJKkZYMgIt85i*9_JOvU%)N_SV;hCxHao8%2IRK1MqyGq>D>muGQX
zz2h0OHiTdS9W^&e14<Xmci_wCCDgie)vyw)pItiof<aGpvg89`ERCC6DCebx`L3{-
z7~AjP1PY+t1jwm?(M14VxPVGQMS7!&?+k&9BMF<pq5>_EQHh13+S&neBoViLhKkL{
z9W`J+t6aI=nmzdAC{=VAXc$PasltMu;kY2~HKUIhJdX-_ssQ{7I1r+}zb8)TR<w`;
z2|F{2uV44<c4dfp`8b&IP$i|pMcSGv|Mp9FRMWZjNk(oQ5qftia(`6$drLAO0lEyX
zd0i%Vm?EcjfM6AQ)W*~W(zs|GMzuRiyxYyfP&nI&c&ilXPwomehY@R?!Tk!VQwV?=
zFD~XrB~1;oD8=`CxW9cv8PL}M8a=cf*0teDC;VP?=<KggKM&6fT1e^T%pGWTGDOux
z)RK?ze-BuB083Fxl0Q48fpqaBjw`FV`2_&4Gd}59;1^T#{q0&xb6_h`REz=FEGBMD
z#LD&=9W(2AHLF4n6yPx7%p~m|*<wl?aLuQ_OHVa=Mq>M-z<jOH@sSbejQU<%mSbTJ
z?2-JM760*rGd(~1NsP)MGu}`H4Yepa9~%kJ>`A@n)SLCokA_^ea5yq6jJu0}&8}Uq
zq92+6-~@#KY+Mqt7Huue$-$I>DzElM+XEBKlbAwGfZ<T_qQX}?$H5Tl@hDi6und^+
z`O}vWkyt{6p@lK+dHZJ*hBFqeej|c}Ba4!z<d(C)&fz@cXCAvOGlk=GJeHFO+h^1B
zp1EfPY4B&j*rcyn*Ah94sWZ9nCP;J-{7jJId(Zgg+B{C_wH5)1sZHD7;f$Kz4Txd^
zf_ux)gENfiM^?1Zga<1@>sBUT>-mxci($K3-Xe{n?lHR|L2GI76%)CV+SK>bmsXRe
zf-W`&&^y9ew#XW{+3rCuQHfxKKkc>vuv$8$0p$R6%4KFM2LAqP3{#COD|^n!xL?45
zgCa5T6Ds-!Ld1-X`B~WvqQ7N|n&uB^z1r{xZj(>*wQN_1O(Fxyv&(y1xWD)pj9Rnv
za)wOAH;G3U1R{5qH`i*d`F>B?9qy|e@30Wo&AKyOOnfpUvDo@6TC%?{F8VO=321;x
z3fg17->T4P1s^3!rk=uebcjSH5l8M1xT50!_}UQn>Ye7-(~cwdze2ew1HP%!?wY&S
z#)ho}c}-gt6Z(UHTWjVI*N5Cn1dO!|S_H~sQ%SYX)RU%{+@8LZ34hASXbz;dR_f=U
zP~&DbktRHwSbi8k)a|rxUNWX+)j=#{pV~qpCcDTM!+tyQI}XBrC7GGmB5Jk%{^r0z
zi4I(K`kiCUmg)pJ40vnb^&~0DGY|1>vwRI0w?8)@NZNKUy@6iW*T~0T$LBCd=0yD{
zF|b0+DMqYzUkmO1)92;Up$irCf!g;vSnhF4XRx?TTDUKJdaFHJSqgYdSU4Dhv9xv@
zTjh1ac}45`WWZxAB3MmLzPv7}{!7tzP?5Q`ZVj&Ak6BBf*#@DI0bKK+)SP>5Be{{0
zXfF>Gro`nsP;6~2CwfYY1`xp`Q5v+v?UB_3uM%u)0Yx(SRh$6;=?WU7s1f4N3Y7ij
z8&H9*tgjEeS8*cNs@14y5{s(NuWw<kiD2*oAFS>GIXg1BQ!U|HEZht>`5vR^Ce+Qc
z0z0va{Seh9Xr4hpTzZ9B>xqz-Q{$eSQ?{zaCKWkGL1Qi=cFZ8R)|6`orWOe5002TC
zwFBE8to8z5&&MkyfQT;P3c{{!kefWJuMSz|QisW5d@qg`S;bOM$>8!l(NHB<zR6K*
zOW@<ckroQz59QMFI2phoaOF>3$BuwQCzgJ~sCKA@+=y@ELGEfSSjIQ3zsHg&q>D@h
zGA$tPQ(sl7qyyv#2uF~v@dWwNfNt^pa*+!j%)Q7WBR`e!43>J*&Hr~*GQWTHx`c()
zMNPP8(oLpGiN_scvE`gYEhiv%xGEz6<?n@7f-bPdaqW#ApSRIx=NDB6hepzD|0WCs
zBqt-(0aN0`V08Jns-M(nYobWmL};cwnngLb@ii~qQuF;**zA=7a|4snKL>2Q@&_&{
zkVQd42mzWV5$|0a#1`ynq|OG2ZGwg!cslP@Rr!IBF8O61upSlbcrbcj_sap}oFYgB
zY9y(8EU#!9iZB!THti_)jcks8<382M96kzJGC$Aj6%q9-s4c|?ZvbXO)o^2@r%#gC
zoeeLAEP_r%N-+unMkM^5ig;EQT&_iCB%u7xG*sa|d--D(h_uL_2!7rC&Fhx&zc9~c
zb~mTyuLm#du;y3~J{!9W$~mkzpc6wdy}ae>4L9LDZ>`ASt-U+=MW^PyOlEe!8W$ub
z=D#%8{yf<>IZ^#*rh=YGNH^5qpB~JDh?1o28<y)R*EdtI_)KnZzdEb)Eriw=5Dibd
z$NflMnDn;`n165~b{LcgS4ECb*+Cs`s$9%eOs+fIviQu|Uy;r2c9~i%XlQ8I(eljq
z0k!X%;mqj0SAx)_d1%SaY)M4;znGEayP&<-#s|b4&?bZqfMf;Wv>#4RyeE{w=9+#_
zA59JbsK)F`-|z7E#>PaIRcq1TFs#m>+5jUI*xg@%H;e!%#q&z92Fns$KAd4+1QmOd
zEf~Lw?)OfFa9A|UiBd{=y(gqER0gHAh=v&K2`i|MI_h7`!+~Tgs%g$JrewhE`ia$e
za61x=xC!{>(RQZ?{C6Npx}K6np)Ec4;pvQdt@;MB-tzu-1`~sQarm!yIzFh!neMNj
zjT%M0&_lCwW9!>28h*l43S4~t{)H&|wE&6&)WE|-0L<N=fS3&H9hWky-&O=&Y%p7#
zeH33D^WU0MBWPvyf<e0d#WD!Isk)gH=nuzL+o9GWQ>k2X0;IDVCjbl`_bmYb;h$f^
zF)SlS1pD?>T^mO$Odhc@Mtu?c`uk70%$0MyPlAG+lLh8sk$I-64k69c{k2NW76b`i
z*fRMkcond%3|p*KYb-WP@|N??NdIe=I9ts+dG$c#d>Us<2p1ej>%?Ue%SlCU9{}_e
zE3dbOh00s8uSyg%GAr?OHa-I3MSF&cOz>#|9ZR2N*t^F&%7J=r(jBu3Yc0X*V?#86
z^N(U1`t1DhoRKMOAH4Pt0!#$u-ar)SW28p%<gmaih>j(oXe9D?`C_;k{*!gwHz5RK
zMV<z44;9aP4=@rSEbaDZ8aBkv-Qht|#tg<61ik#&xj*|QDsfkP+8s3E_yCUx&#y&k
zyhaZ?Q5y$#`HkVoY0ZNcfoDtZ1Eol4_bbaisu7@VFAe~o{W+ceQ3p^~gf(@lY&tYJ
zc#k&>e9<pO>TX771%qSx>A*5OIY9^Dw{z9?{d+#(kF~4K1_zy{bkn4fh#CdLc+tA0
zn<p^S0dU5>leOlzx5tP|`rd9MmUOIo{3|s*u4rv()8ah-bOT8Dmrjo6@;ZzDg^3P7
zYYNS=&CRtG6mmp7Jf;Kh4O!{FVPr)mW{TP?V%=;~f7)Gd1+XcQoPWaNJT{JlOd!P%
zOYcv~pYH-03|ec@aJM}cw>AEuREpQ|R<YVVHniaMwjh-{SsWeYgcIlb0nn$H8B0;)
ztn2KC*$Mc-{aJCanF9fHC@(J$Gd_xl7;aB9y@0L6lhu>HU!j2c!`6WSgUoBB1={WS
zAoYQ`x9rwc)ny!|ju(|R%9#|>YMM#CV`~mHXH;5)!$x}z&K#2Khu6shaV1;rQ+Bbb
zglZz+p?6y9d~G?ri$7D-&X<M``i2`y9%J2;ddDj(*A(n)N7uH<$R7<+Kl5}FKcPE2
zOBymcx{D?G(&EH(if1{wORwe7WUnio!6$w87iY)-54tdj=S#@K-_onDpm6_K<+7}=
zsQT=-_h?qv*o3cX0x|nJ{il5bg$e|Z?x1wLEQKtVXfT;j7-NmeW`dTUmOxCwlI0>k
zS3!@1MWI|in~_1w*dt|`l)Jf;xh2KKxHWBW_46jrutO^02>wjNCDCBYZSqTA)B33r
ziwTP|uTl;Rf_2NoACyL0hK0uJ1wpTvrjOA#2w0kBzC4S|{)?M#P~&7&ym`X#*==}-
zr|h=A?L__vJ>pZF@$l`{jgwd<qD6Mw@QNW~lwe{C@m#f=hlbU-abE3Ioq1=ju~mtU
zik#ds^z8JsQbizLa#BT%fH_^#<A6mHo<58{e=ft{pXf{5)8(669q&4bglD(;-f#86
zHI1&*)NzL;+n(mCuEKrnZNbqyZ-g6xW3`1d6+Bd@RApATQ(A%3?OUt`)Ds3<o{I+k
zyj9g=WTOh&JU0^u(y$Ey&&6H`*<ltvx7S+pwKY3c!<;*3!*w=Ha}yI}9}2-doU4;b
z-rf9)n_qI&Z<!*0KZSe4oz%av6u<sBp<AsSMv`nz{)!>J*0}(Ov9c%aaol2gH1LR#
znHc`L25Yf*EW@|!%hMJ3t?hxtPA}*nzfWi^Lu$f|Fx+bC#n4vue#x**FPx_)`=j#5
zq{_S<JW0j=IG@6pw|kD~lfC<_Q;UmvPJ0B^#)F(Cx>fgEXnQbI#eF|2Hg@20%rZvP
zjaDH}B&|vg_0braZ<k$zcH#0=t`(XU>=#BYEtR$sr``(iXZr@qq>uIu+22+@Rn)Kx
zDl;X&An__|SWl<F>n<!Ve@nwR{+Ee{Tt}znW+!HN+wXRmleqhvxzELq*pjO*$MAZ|
zIF)Y2Uzr|5W7Xej5}@cKIdK9x^EP}6IXQ^AS(GJn7HOlEYL7;|;+h}U3+=<K`QDG`
z%1ZXNV3cHJ=;(PW<i)(Ldz`7S(11)|l%ecb^a@81s+9;_;N^e&<~gqL1nxsPFFTwl
zS%S1W92}f5b6yIkLY0Y7p3CyR)OVW5IWq<t8l^0874wOFskG^-={oblM5GekmXAI+
z<6D|l#`Dn0WqbRoG3#?KIN>{<l$1HeM<218lJk<e${Ht$(2}w;pWX(}BxMEN{L@O2
zn7CPv^s!Qb9<&9!;>_leKV_6Gu+=_7MwM#-CyCxm!lzqychZ*Veb}0t1sC!?f-tGZ
zegg*_VVcL(ny=*Lm81=c``wSi;cOY>yxbxMtV2yf$CoH@!bI}6@KMfBt>y^^r_!Uf
zBX!)YYZAX!I<QWHx0#&0es^dMC+X~0>u0nl*IuV(BcQOAQm5W@q?_{u{;No9X=X?1
zSLCLPMVA?f0eB&rb)^axQ<meuW1Mcr(*z%_&+87lzx<Z+kSuCTahoDXBUa2Mw2m)a
zU7fg-wY@~vQ&n$a9GmR<93wDt-`OBhy!qs{kE}@^7``-dtn<!F>wQw~M4h?C{l!x)
zHMJwzExxa(?BG#+Jrz;;G0)MQD|36KRFzd88zUAyH=f8b&+h5k09NLkOVtGMUk`dD
zjmvA0@p<y?_JM7&A*W>fUPiRh$uzsDg6hUwb!z!&tkDTgv%x;B^(s@gNYzTg!Xl2+
z?2mA8542=V*8^>;+H6@#1OF}OQ#g!Ze?s4C%)M3RLYxYj59iCnyY#`FHr7++`bOZX
z3u|U}Aq6loF-f~DI#n7Ey32;)4$F%NG4Ap>I8?E_JLZT-UbNiIPnDE_6_7MlZ1%kV
zX1;DO@$b#v+w)$v$E<PLr0k+CQer30q6)>8-;S~Bi_3q@;3Xv>anfiJ2YipFrt>HD
z-dahTntUy#v%2a<v`oqxW`6X)Q8>~oB|X9k^M6Y<{q9GOiR+K6%c^kJ`2y~Ol^Fho
zVUB%#OywKUHDmuHIw7OB7J`klnF#$t8JE8re=As^u8fkKmnXOEsnnL$Rck(}>f~}s
zPtlpH-zf!KGA{)jxhAJbD4S9q^Pa$Mo?wGTkCERvmjS47WNV=27wp$+1<DG#`2*a{
z#bGj}VArN+l%o?9<9tx3HwZCEEo!T&aVjV))7zWo+VOeV8g9H?a>*`ndl3FVF91BT
zqL}Og+f(7j-JP8?`l6Zx+Jc728Zf`pF=CK9CI%<Jxcay$4MkZ)e|lyVURl9f%}vAa
z>sM!;0?d;d<Bwl*A3inj;K3>ODM&yk_iTzM=xF4ai4ogf0C`+vK8aJJ-QcA)T4O;t
zF}<azsv6`xUm{}At7^78adNXG_l!2qh6D~y9q&jH?wjVG2GcX`lYS3A#bF2d2sh|0
zZ|ZJQIGOkF-^kTQ(qZ6ZUURk9!kyQdYo<H2^fqtVM&9xc(OU_7CfoH;4kp%U``pfR
z@vcWj_t@8~`4oZJoLGZKAk?Z!A)##g`v(i}pY|2rtBdZQN{#4C=j4oH-Kk2)2gug-
z+|>9Pk&jlvO(Kdf2RnyLenG+ekAuYKmgZ_}E|H7FNr}AcmODQNYrQx)>WYiQiN$J8
zD-VonGQLQ&n{~X7@ln%#OPg+*jLK<kIo0m>a-8Lp{?dF1lBUz(a>GL{`FV2x@>Idl
zq)Yjj);AvKUDv^+Hh+IDg5#wzwh?4gzaccvNRNf-6Gv^Q!L$eOxT!Lm2{paRy`nO(
zED9O<1cUqf`=@3qR0!CNeRJiO<vN4os;v0n-q0z4KvLa|V&2+wA2a?mBJc(;M0C=Z
z+-h#0ofsZ&l|I=&q0GT6W`aL5@DxwjbHRNtl=rB)n}E;Rm!5uKylQ>j@b_%9?er6^
zzgqdZ$RHdF2eRpjadP=gyAACevG`t@S{=;kN?IJs8yMU|{WX=wU8rh~NSfB?3bKu>
zK6FDpW3aZ0s;h;my5~tFi4;o5zCDfczFb)Oq*9|iH9cQ8AS3uE$fotT(F3vx>_&sP
z9DE|9`K6>zCr3xKN=tQB{iXE(|F`96Bga1~DFwIQm>0F)fe3MDUj%loyp2toC1+C5
zOUB83g&5d7%}Zu|2akl600r?>=A=#<&WuW)Ct{TVBLhT7AD`M^j;L_u>{8~wP8(Y$
zdqaG3Qz~kV)2rQVhFLPkW-GD%3xVLGx!@`$_xI%;9P$#icqbQ{y}H>ihd&Oc@TJz(
zIvvpFyOrh}GYzPG_|PgPeX63UoeokF8i{(bKrfo|hYt_XRZVfEvgsM@N1ZoOw!e+A
zM*r-DP>Amx)U{1a6s*Zeyu*-+Tb=ug{Wygw=b4_D+GrbBad;?LqEYn`#Jy29J*!FZ
zQ^n!zLd8j1>XgG=83Zhnbcf+ZH4YA=-$O&}$8W)AJ)y0CA}N*n7R1j~VRrgwSQTP)
zzCW;skj*P}ts*ApeY@}l8Wm}h%ku!SQRg(Nq9oJ%4mGe+L@Qst1#Krit4gAzM919h
zK+(Y=IB~&<!z4I)NS5R1Y7{7HOT^vm!~TgLG1Z?XQi;T_>FI`)%s%)9P5<au_>s4|
z%8!k^QIH=JGx1vM<40n8$PgDXyczX`$}Gqt4Jr1g2!l;Gh{)C<VTO7w2N7JVyEl7!
zV|B}%h1uD{N3FM$E>yMdC3?%WAHeNQgaA+o7BRIPNe&7Ve~60H6S&uiTySRXRR~)a
zT8erGsT({}Rv|ec*G$@2u)!8_&-L6npTH|+UX(5EqqBu+MRWK8?z4fToh>0B)yJz|
zb7IGl=i_#-1Gc_e0*`&On$uZwufrsllvR0S>EY5rPIWAVgO6`wZmMKz3Q|++@@r@R
z$M|f)RBb77Zwg}yANCkO>DHD>zixaMxku{PurrnYKBWo@z4y=J`YLWO4CbZHuYVgP
zajFl@IiVHe>l*VSz3B}p+R*muh4xB%1AMc4u%iTW*#3p~xZNj~p-AhOt^-xgn@c?t
zx2}r24h0tjRP+o3Dq31`lm+F?YL5?>)Dfh5B?eIZyq{mfG^mK-eBrKsBl~7!4oR6W
zZMh4+VyCA2<FvFUoNw<?HL*Bp!HWdf72&eNF!I|xBXw`De#>Fl?yHUPDrkKA0Nc^-
z+Zhfjnwp<@Up_r%ND*tSOuXb+I=gCm*3H!=;v$y@`lu%s7U)bY^5$CKrqxt?t0`I>
z%oY5YnphzFAQ)!W(4fH=GqxYtP>H+QXFWW5oX84Zd%yK?%wj5q$2&-o(HkQemg3;R
zT6o=PtEzJ5WSzbz5b2TnKa9NxP*z#cEqV|!Az~n?L<N<Mh=6>=QIQM+k|hX|lfVZ^
zMifMlC^_exbH)TnPLiV_;7634;r3zXy?0;T`m63#%{Ya6_Bng+?q0om_1>Z@toBr{
z`>_tVln(6X;9j`jiEsRp#<j7Ic|T?jM#fdTNyqP*W*#)%XkG{uJls}?YUg~EMJX;l
zsljkzfT;(EAY$i8Mv!E%$6~Q_#&6D938&w?x6Q_aWH3g{tMZrL+hD7dv%;Tb77|h~
z8*^~iZ&S+^@kw2anPFs!R2=8`F%KSr`!e7whpT!=MiN3xVVP|+a&pw$Ll=i_OH0hy
z(@RS1mQ{Fj#-~?RC0g3sp9Kmi`z7*|l1^v-h|T)?_4y!SSy(saCO;|6OcD7^<~uX;
zH}QSBMxDQ#sv`W}&|fmEU>$NS)H7P;JuDZ%uK33#Pn;5eBWV~&^0V5<TwKnoNc=QS
zX;i9oO#T!&OTKZIQ;6_Y)Nq-WdVBcG$b9X(KHj9z$*CLH!<<0qJ)TM!lMEt74Zc}@
zFW&q19c&#bhG{ya;~wNAu#xxXq8uuov-ytY+)LOpGr~O+HCW!frzV+JS?ORK+z$V>
z<6l}Ba`7vgKBAVaRTeKAEDh^Ew`%=NK05E~S4z@BYdexoW6#iL&G4$J*K%^P-c<G^
zdT&muRh9n3#kCg&-*nN(N<H2B=}So}dwW%@2dmGN`x7%WZ}wOQoCr$&L3XOy3_;$Z
z04#Y@<9?FUDa6g@apjO&u{GY^`TaHG&Rb#o|HQde{&VHd1#YU-)H;gXNyTJB8lyE1
zGdr>ypTD{GMA{JT9=@U5`2LO4j<=)cdZfX%w!!X<_Vz`+;?Ta_Bgc{M6u<UZs@W~)
zEh6qQk^4q_)}nH;Xqp!g$NHX5cE^6O`Dm$NG&T!RmbcGpNLW~k`+jsxJ6=F_shJ6&
zM4D{6yH}XYZrDV-3_WIbUAm&-aCZF6r*?O<f6gJuMJB*X^4<o&+75rN@a3$}2$Gq$
zjysL@%Vj@Ge$J)@@iUULapdN#N&m7{Yg<t<*`McIE5g?H9kT*=rXSE2kg+@v;WQ9T
zy(Ouip3cyLrF2R&+>J3-#khv)nkSI;ySGhQ2zJaf{8((>9OqW_t(M{CRh?T{2&6a5
zHR;+B(yUa#Yt#Q!Sa?rSCBNo*XjoK=yL<Fveep6i@wI2!BO?n`v%hEb&0L=cr+qxH
zB!ZvMOeXdCE`WuF^`fXevqx`ZDCQ3MJM2D|J2X0x%m($Kn+3n_h>xI*<oCerDPEyU
zdw7-DTinam0v&|h{&_pqc}Xm%5#inViBq&0_F=8=0>m~foxCK&7jvRVSZr)In0Ug<
zULYBFo))w^wvJaMg!VYah!zmtO-g5w1+9!_B<HOCsO!;S>eS~)@j4N899oT!Sig!`
zX;fM*hUTfW^FHaQ{hKjYT5M?IoMmNouVniTE;R{H4BzzZM{W0z=IR#1uGZ;gN^i3!
zRzS3YbS)dxVd`8CSe-I$(R~7@P<ww5YxDHkr>6J_?ZM0N3y{xMT9QnI$qqx@M%=<9
zA6Vw!mZ8kPC3$FsITt`_#fjbVC+;0)*UBY6;+L%3+qkcB*V(lv14(`Z0afp%{44y6
zt_Cv0>MgN51L!l5WCVrD^gxK@g7<?g8bQ1&B-wUq$LtM41dp7Ga16roj0``ziWP3-
z7C37SFz4LvKUJRn`T0#fn&IJpx=qxT7H1yNGJTJV0RFbPpF0JDoK;c@XEu<8R2+W9
zVNf)<-l7$oI-lz(PDLe<It4$Z;Wo1}Mx)x<!sXg;>t9aK9}g}Zlr#Y@!F_PC!r1Hu
z{5BF0DIrOC-*Gdra&w4WS`-gK1WkuVvgc3)i6nopZXXntjN9%!{u+8-_?n<60FvKh
zTOCK%-q%fyO~uZhtTM<y?^Xu%2VnguKRkqE+G%mut>asbVDMCJLt+~qEjREq@0geu
z)e0uHQj?N%LQ~f81-I;cXZ@efZdP-X@gm4diBXaQeimc-7opiXKHL3;9l8Oo!**hB
z+4!k9v2?uWuRTv}Xs|6QSs|*+_`K8A#^<uRe`(>m)~o}~7FSr^j&sau1d&${1z&#A
zyRS$y^dMu(j+d;7YctJn3!p7vzR?9)s^zr@6S6P<@pEw4g(-0hx2(0T0qZO5S$ma7
zyj8yEa!6gp>sL`fYl*Dz*e%IL3OW~T4jP1eo@eBsx|37P5|fvRvs+r{A2B&WMTpI*
zYcv<>SzfoNL;@Z}adVl>{j^Ng{hSz`wH%=Py%%1RYsNpXKzr@o>VWm3_BCzkv^YWW
zmbkqz{phkd9D|qpT2j>Xz^o^g(BAbmJKsFrFEf9gmX-^m>YfAYvdKqt&xdD;5Vvh_
z#fXpc*8}$NadH-Ge_;dz;oaESi1PbX%J2yfsYY%6c-zoQKYj9+o{G<=TGM`72(}SC
z=L4X0ZTmM$IzIjTzhY-K>xs@N*0rEP;QKqfOROXEk##rKvu7+j>XlO5u047mI@iis
zm*zn@exK@=*=zD49aVF}G!}AjOiZw$IV&-a!BH(UYy*nPSxNN{iY3Bp70Q;6teTpd
ze*Op~-QD-W^vGRIc%A1*Hn;z#-8ygb6s*maBX5F$Rem3XgwRQTLX+%W&)0@#xO-H1
zNKmN33tz=CWS(#1=ZD?Fj@aJ4<-9Ju)8~1pPP=R~#dxUcuT_WkP9mRow`2LfzqP}$
z{QMdPf2Vg$et3s-tDnxlHjmF-s0&MSl|%-wtth{tF9~cIjT=|m=gh`tPdP3%joXuq
zUu1QZV}p(V6gwQ?pgGG+T+j145`;yMW9-H*3#|UYl9JCx`Qg(z<&@9Zvkc6c#p;gr
z+xz1qt%ZY9cZ8W%+0u5@J=*#$J7#02NXF$`!a4AZZOz_RR_z6U`ecN;aQVBVB9~TH
zHi3FbTR#j4$U?|e?i_7OedW6uw#tHAjER9?l!NeS*+xWoO6du*)8c7G;V#AOnRbmA
zm~)qZXkc|E<&k{9_IAzbX#<FnBv*{_Sfg{KMrR9e85#2~m9IG9rh$?Zc1Ov=Mt_x8
z<f8*YB#7Jk!!Ja_@|I!EY8?*tX^nyHq!M^+(WKxHgbhas?xXQ#{XvkuN)D0O1&Eh@
z@6Ntm2gOskpZnd479&>4+2!?t@rvxeQ%GO$z(8(y_lX{k0MCbvWgZG{kE}3@KR-Ae
z?zl$y;SruKc2K9E#Y5bF){~_mLEZo>R<8vqsymk9&LG;sc8tD>*8`~8surHcxE|_a
z{(k;-oh!2&OZkqWvk#i#ei!PQ_%t^&l;0?IC+%U#{gMN7Fg@*ovPj=NLx7+-`IjwK
z?ioIU1SUcNNqJ2+=43{9-TYd6mGCU@oqEjUq`JCs>`6qdTqSIvdUkCjGPsaZTbesc
znvgs;vxUu3O_tyC4TJ@0Q3;b+5iYG^FHd!yHMUy&cJUh*knDtl0$?dbQgvz1ZVz4m
zS(H4Zsz!*--FqEh0Z)tlWcA!Q!g9<-ZTI`>N{2&^)Fj%6wWX&vly%kwd4jB>>=@gv
zWty$P!4m_~YGqH8U1OL*Ch%bNF|~@Y*`hqF+Dl)dqqP3oB*JlZZOkc_&vVQrssc2Z
z=l`Qw5B!dBvT-eN07J2n;~h2<xAM%IHC|T7dCne=j|IDPCQ2RT7Ctj^nMMkmkVX$Q
zp#=BVxK`GDUflJy3PyQVR}ZeNSxI_V^_mmH)hw<{3VM2af0D0k-GfVw|36CfUD2*F
z`Yd*zC0@xMnb?<@C#}(zGdB-@eV}1tX8wjHk<6&syvFL-Td7{I=DY#VRL2fqi{!R(
zM}rGJ>*359@E<_?%!TVVWK>i<LbIJ7IoQ?A8$jKvHN*P1VsPJU*1!53aYL>IG3p&^
zb`vI5a#`9N-0!kVa#~=eycj!j{>iyLs%(Luy)YBy-#=<sm(ZtlXij2MTS`%KPRRlv
zDJtbE&M5q94inbeZ=0kPn449Wl4#Vk*~i(DJbvy&Q+t13veJu<-eK6%>nN_huEZLs
z%0-@?Ro8LLQ7#uHXcYea5t0FWs$WY;vH$s+JC1>|Df8C7teF#TSde?=7T!~O^+@~Q
zKln8)E-VLy2ZOHM5nu|cC6D!cQQvD@C<PIPXPI<}-$(aN1AoU^tnXIIuMzgna=TDr
zT{m^lHhplQkH7bO8;)g_0b8Ut*d{>TZj%7FslVquMY~eFRg>VbSi-(O=@W<her4-E
z)g7a4HG($BdhU*u*B^IUCM~8PxXzy3wR!4^?>3M%K9pHl_z<X@@I2C?k?De04Nj!(
z?m2}s0@Qz8#-_&BPF;Vy(X077z{Pr*uX46OEz0l2jwW84V+lM@tYJUraAv;tOX0~%
zgLo6huh6Sd4Re%#Qft_$(x2e^n$r?%Cs#r%E-!j!e(Z2YZ%=-^d$5=8{VEy=^LLoC
zc9^T}sn-<g39%Z<y0tSzHs{@Vt!F4RtlRCM?Je?1_4Z!qv1I8`e$%S;tF1=SD7*25
z-r4Evt{rb<2oWz$*E&g6RnrCc&mQ?teM}O9d#gK$@A%~H2(;K9HUv;U`N*J*=KfK9
z&z?tHU}V(R6sgyg?^#<YTyIiIMhTzk`^)zHai_1tE^6{{Z90+v&QL--_(y;#q#7Y%
zaAejg<XwHU-d$M7i;=CZ=SS^l#UptvJb>iJJqVr2`%7wcmZj6?%S<vP3QbK7-m6|u
z^H;ADa6Z=At=KcdU7?Be3+&q`t-Z<mMnr)cO(&2O3E*IG9`X?1PLeN-h&3WSVUo>F
zO(=Qw^|JVf*2j!&od*nG@%p%|UV8ZPTV=x`pv$RADv=@Q^b%gKD7yQkK0A$my^!82
zmOR~yOj?{Z=*08<JrRuOZw|fYt2HY#6183Rv<e>gwDd}!DjTkmp|&N)24Uf|Jb&4B
zqGAz4{^j|3`}E-uPmJe!Uw3zg`#vQAFj}_iGL8+GCANr)GKvi@GE<pl-8Z>DFVDMO
z<1|>xBV>1a{+>oqO}F9vU8*~b_U6~-*nH4GNg@;2+8<qT*^u;sk{7<)cKqWLM*TSt
z@y$5rvVvzUSo&0}JA6bri1qbe4&0yi;&7PHQN*nNC`g^6eY}(-R^xBKO6f1s#4-S=
z-=~-X%pltrfT!dN%ex9f9RO70DcfW+O>N3uECbPFvwM+mttf8x_VwkspFne+w{~)E
z{noNeIuUv95qm26yft}5_rutOhmrZpy(I-KE=3mi;SSqVTW;nt&z7Q#Gi+WvOx`=p
z{siiltkK=7`PPhOc*2t#>+6hBq|-OXQ@FMYw6n79!+t$v3?;y@2P=*;l%<qjn_Wzc
z(<+H}kE*v1{pLhkU+r%%xJm7kY)H1?@?|Dv1fcFJ0A5<g?@25(7VU;*{3#=z+JMBL
z8K%LHZMK<xL=<lN=x50_n+dOGrsrpsZqkn0^v_o=Rc544C5Jo?ZDuILbGru26_f36
zz_#DAix&-wryn$%Wh9h8(7GTRTf390Nhhil4wykI?AyZ%o@s7?I$EA643!OT(-v7=
z90fun5^yo1Ev}H}rwj*W3huv(!7&)o^`+dCFh;bc;rWH+D;sC%Lmdg_QTXd{{&nT=
z#_|4xx}zxE)xS6TrtdcEgHMtNl0xNSJgaC;qmG;!;e7*!;kZ+kLLQitJ$++2H*4e1
z(~7({r<!wF(!9~;$U<iAc{8$i98vk!#zT|GxAa;XO%RgkJph0wRrZbBrmS2}-+#h!
z0hw$BMryRZpRQXY-byuD_sxSR&ue;!w+f!l7I%AFd&P~~<#ng}wi%l*0l7|nlQ9XB
zK3+Cn_p`yD9#SDl#v4`%JQa5ob2Elk_~?x37BB=5L~=eQ<0)kjx$oe(t5-C547guW
zTDQn}-0wIMu@yf1`hjjjJFbB&MR>Jn*xF_~<o$e~x>m1QS&SjZZ<<uP&N}R2WEBIM
zVXHG7_Yyy!h~f=x&z?a>NYQau@3wMG&S`k-#nu;zHB1K9`?5;(G!o3x#Met6X2fY)
zhT|AIkI-CD&(GOBKsS!UiQ4XH!Gc9Tp|uGfgd_|8Uxjbv-Sqz(w>$nTkCy+B<x%0s
zGi~Y#3NjJ#Z!cWGw8|Bn6d*NOAy19Gc0AZ%M+uI#_Tdg}aPrf=qO@Yu`a1y8gOWwI
zqEn3S$ljx(%LRAV&cAm_pkn=mo?goAsb?kqf=POLhb`Fi-<uML+dGRhuAu20tx?MC
z_(eSAE(6_LG$bMqEvI}N=a#C*pE?2(V}STw6WYf{$~%xq;>I;-${k}n_gG+SBn_%o
z2=dt-f&&tuZ3>43BNrnfeQS$x42BzJ{L$YISXYaVVJa*VVMOLJ2gTwJ#)C)4dl(@E
zL<TA3#@2En-vfBg{)0d9mzsb4=+rt~Ejb>v1USyY#q5bwpDWSC{K$oCw?%8GN(lb2
z?UOH%%AA~=pEvN42Y`N8!}Z|V!EV1rRt}&95(EiSk~9hP_D17Y=@21tH=TdA0l0kx
zVevf9e1AgpUR{M42|o&waB(Tkt=%;oef6#7_@#^ChA72n-(hL9bE>PK*4OXs&O|w&
za0Su60j7h9#Wyru2ni(%N6j$+yE&Zq#MUu)%*8R}_{~%LLfLpJQ5zd44U_F#UOLJ;
z&av|^9_R5-6%_c;q}lC^hIJe9`tW!yb6Qc)@oUSNsD~}smNF1%JA*e!hjOxdS!tx-
z2^iT2I1oe_O09jVXchVR&E?I_LvyQ^PMa#8LxfLa_#A@+U!Y9$L#x4C<NeOrXujmO
z{Pfk^lxc$%Di0(`HoiX>Etxa0OKD$6J_JO?knV|B?WU9-4s@8@Vhj6ykLu<rhwOvd
z;J7d|%!!K%j>`hipaAaxTTV(;oW?nK5$0c<)xVD1^A^vY9_+i{I*YDkw`%qw&|JD~
zKJNV9Xu26wQk>i|*H*oh%v~#pj|gKY|B6#y<ZHYzq$Nvfm9zVNfBvel)sJGmKLh{l
z?NQ}rnRLZEo|n+RiF|m~*7^;*?ow6%GPhPROw)BmXm_T?A!g&-!86Uk%9MdTCG)PZ
zIE$`=v;`xK#Isn3g-1j=jJ;nz>8_0nv*_u+G@Qdrl5RwF%$G)zY&Hk|4eJh!ZB?nZ
z+O%3bJw3@DHOcolTDY=`WB#6*uW7$k^hHl3l@1Z()QG7`rK1lqad9d36LiYPT@{}y
zt2-!StJ}ZZ!yzxP|HLzux}pkq^~p~FPGkc6u`agLzrY86=L(bR>U#f?g9_g=AmT;O
z&qwyMcnIxvk`Zkq)l#XL`@gl(2&~U-W@`*}Vb}*creZ0N9x*kF3Us6$4aKXQJ1au#
zy?^_5Zv=;!zFA8t)~NN;G{)X)z0U4-jMbk92Tn`Y@(Ot}0!Hq*2f}JUAUpQuq0XW(
ze=WW>#%GpRa3D&|9n562;WB(f9JArJzOPM+$cva$)0}>%`{T0?(Y5k0^m{4{1iLaC
zSN1#xBJb&aTymVqLxY2|=Jje%q70_KfJ~j^UB&VNd@yWrvyGh0>|%&kpLH-8N9;Ft
z&A!C<M+v8C9*7!5b2nj=->FpP{`1YGS*p=1vQ58-eVJdxqNYe9uX<Oj$I`7Bt{&7@
zROVY}IvR)4$Yp@a)utwf3aYAexq=sp+64@>1Xg~(KPDDF-~HDxwBjVWquPKaB3s?$
z)0&IM`Op1egzG5<4AP5>Kf{QsMXCRAeG96axGf$Lajnwei;>#l*EEN<MMdDNjC3~_
zlGZyP9f5(pM-5R$Q^tHQ&*da1lp(tVP_+ZCNQ_grro&FiQF>X~IBIgp)yLpV5aez=
z<Z{Z-cRr3eZ!x1jlZx9u7$<hNA6WQfd(*ki$@!?RYF3KXdG67{w1pPr_sJg7(Nf?x
z3Lw%S(_Wuf9V+*vM1{R~ZJj@PUPztr-2U++9|sB5&o$;lJq-9r<ov&$ulzZio_?VN
z1!7cBc+@8%<RVY5h0Qmw{-rWKs~6?>@-a%RJZzo*{c`Tmv7;NG_&}QGa2bQn?A;e%
zX^F1MX9^t#=D<>&p=b8-$G=E3&vU=fonmq>x@fDHCU#d0>i!1@8C%e?h#)5$>kMI0
z1EAy{5<(6x_;WlQ*r8#&)1$UAO@`)i#(4s#Bm7=USy<Fr6>>^9dilV&32awcV}~{J
zjJ`GKACGL(M<TG^ISz@vIr=f7B8(?jRu^|~gEGSyb4p%CMkZBXYFw6FYxQ(UaGRnQ
z&2R`fuVjkj_5INx-Ikea1zz)W0327BLUU-C;o`J%Ba(CeN3oW`i*KH{iDZ7Uny#)D
zZ47J4_Q)Ct9D7De+G#xlgSpfwzkZwknwRLn!b5|_O&M=`o!SUjIPJ#Hogqw~g;0iw
zKmO<0!NP3I#(ED;R%Ua8bW}_#9XM&)FWq|zT&V8A9FC_uy;?6wI|>(9nQV^CZY*il
zcGHAv#(%hS3g-Q+NgsE5YHBM8fv)qXtMH7!ie@{&^*Gt_1|W`0yiZY9D<w>j6D3k5
zkJ+3|kQ^x3dgpc$nUqhiHZd`^e`=YQHxMo3&bGKmbrxp-?7#79@OgjYKX2vjN^T-m
z4$B8z7`q0Y7~uL3CL5-LqoVXML3-I5{qesTHD7&77HCj3*&W<79<yPGLR7K`Y<<I(
z$*sXm*tG1Uqt4AzYl_L2go5u}vOr%cB#f;KN|I0+?FOyDf8V@K&I*GUzIgO0Gs_2J
zeE@>0p6aFZ{zMoEbzSj~$$NW&@&zVnI$O0T{>3+W)UFz(sq(t26z5!*j(mVuZiW)m
zPj(l}=-k>!c}4_@g(&mvWd|B%ZgRhT^+D5qM;_gyIc0VCsQ}?4XB#eG2FUPZrcH(@
zn+<Y#;pl^{wYJL5-7xG<%KNz=bd8aIx~lWFW>Pz>5&{R?qVEkidpqVgc<MU4M3>Al
z7XrHByyAFNV8N`kFL@`9{|lB9A~zk~TfNeYj&N`V6nLZ??=FS%9VQcORf7)8;Z?=@
zZ%!Iq)AW%E=InX<z226Rj<H7&2hjI9-g{!;6C@<I-Dv`vsa<{xu<lQ*tF7-rhCt9Y
z+M88<f4FeNFG}|3GR@(8Zc|fkDgrTkWeqM7I7;Hp+?<*eN@<H3sh5^!R(ewr_GRm~
zw7x4Cq(4_>v>4SpEF}s9odPWsLi^9Qj1jF37mwW^QF5V-v04{ahrg5|A*A7cFYVdF
zTCnflp%a?7gb^v45lXAAbpf*q4vmON;9GhiuB=t_6?IB(!AfN*A`o|vy(1!Kc?>!N
zuq@UHZsNc-w~L@e(q>wgxTjtSqry$0*QX6~!RA(}4p;B<RPvcPgXJtfvTCr<fYm3y
znLmL6?Vs{@)kY1cVPkWZh|J3$#A2Db=<>ju3wuj;$cDfN=7Wl1I(bmZNjP(U+0N)!
z-q_D8vM$MYsQI)U7kPhRlauA(z3{tV6T+oD!wRf98V-A-?7;WSkJXdYBr0ni<kcRO
z0)2`gAB`=Rxk2%nncJS>Z3WdS80Vta@prg^%#X{|FawQ+FRfz~X4{@8{^HWxZOfBY
z1}KIT6W2pM!L{c)7*9FW{#+c#wSIP@9w(q1v=eYv<;%9XI`>{I9%97K90k755nxgV
z#<%VbYHh+gf7#W*)U`(|Pr((sP~>*I`uf0^9lJx?g5Arx^XFsF7B?iiIpdwlUyL+g
zwX`*LOZU@cQCQg5V@YVI!L=q{kr`0f8r@PxLEqg>TA@bl$>jJ-R#p%YqO}QdDD?%(
z*I{?%gG>sxYBvNexj#!wJ<?_SauE^S$Ee%DAkr_mnA_B_TX390ALD81=tq;@e6DKj
za4ifoncoF5i*Yg9db8JqoUIo$Z`b)so6)WA7Tg87`{X2`JnitJrCbd^-prXD$~C(Y
zM}E0z8#@nd$I}j<E%=iN&ife8=9_CIrBZS<z*}6}-JN%6t8(yQJ6PGW`5mY$-6-w=
zx~ci!pSm3hc*-h@{JPf(L;rj}cwf}ZdeH!tn*qhjD6sRJI3%RreG{Hq@R|GXt2M=u
zRmDG6G;4PJeeP|NzgYMScC8Z^z{bDUE5p=_A*ECJLH&gWf_?1fE+R*3!<>v|^*>Vo
z^YJgv+E=LV?vTEp->lLCZz*OEdM@B`@zl!yN*`ls7zjaL{0nQ>H`fbdZUnppiiXSX
z@SJmzLll|Ny+?}p-cq6x*A5QYlw?=`9=sLJOevAn%FaH19;y;SCl@MPkW3<O@BZC#
zZsc2JG3}LAwnMo+dlg%j%LT7nr*?|A%JUjm1}b~T$x?r{&kHEWYo*nVOS)RWx6+I^
z`4++1y(e<dApR(o-}QnGwQGOlWCyS-$;5!g5n8<6y}?{OvD+|>Mt#w<>r*}#x`G)^
z*(ps-Ule8S6!~{^@zf^2Ul!^|_s^*9@Q2-B#5DcgDdY_7{_H*o()~zQHV#N_r@t(=
z6)l3X9nJz5Hu;s-PF~LbNamAsN0&=9-b~*4?E2pH^6o1Mm%|z2O@r%A2Z<3q{S~z?
zLihq({Nv-6ur;0*m_k6c>>C@)fm%NRws(JW%9M`Zs)Zm;-rVOcwNmkVMrCut=#yuE
zmX~vmT^TS8xz($$MzKB2$5|VFNo=g3p5DrGmEmi0r<<(%-*u_&&WfMYOt%V)<ClDz
za8C|<ZqtOra{1K~Mb?qbq$M$o{rZ=B2p-~9R5E}4nSugpSG3@F)c&^cl$fbUh4Nz_
zRaERN@=~K!!->y;CRuRJag?bv8k@-%Fxur{x`1CLqWJBD$6o8Ez|}6Kdio%IWI%;D
zc#P?TgBd}W4~Hd4vdm}0b4Ai$@7r%j^;F$AEE!)Dt|Lb)3W$z}>>^Y@i)>6N6crQz
za=0OI0Fq7b!ZZfN4EHVC<$!Q0-k^xQ|MD&Yj~3`yq<Nh_YQEm#jB)y^i5lE;<$UT~
zv^8~CviPHCN=l$J0gusbWWMzD>~zyR@p|{C_sHXPVut&b;trP#O2*5CRh`V>q6FmP
z+2g&?-j{3Ang0UvQkC9DnmpyjdRfD<ktD9gk2PRv_7ptaMt>(R!?(}7uU+V*i9OWn
z;czPs`1C1b*ql$!dWIjWvoNAOP$1ei!jCSOM5;5?(`V(fkY|Xw2oxL&{EcN-TDvpZ
z!PI-`2nN#k1&v?d2P<uSF-rpi5XC3Hee<tQbFD5@^JkAuKzD&<_t&!dDD1#*xl~;h
zCBR@8cn#nE?_S1YYc#9)=#WdT@ONA!ueECrY$Zs1K`jO%A*n_&!h)g1drE7sL&vIT
z*Q0qlRUT}4DLt^Z*Wa|0<}W?JQJc559|)ASP1pYQ69+qc>PGF#szHjQ@F5ROA*@Y1
z=WiyasI5<6uh?tjm6S-97+!KcL@qLu1H_|tnxF)z`-(}M6nLXZfi2!e4wrbgs`aPv
z;>`>8aF=8@og!EK4=hQGvB`X&p0Z$0J#h@oQvex|82YU$iBT4U|I%Z+;!qV=2~xq4
zAVCAW8`8VId1KvhfN>;_LF`70vJ+F7B<3LaLu%4hWk=j6wbK17JsguaV<g0I>n76r
zK1+O}Ad`KGQUPLj1&vN4wC!+X3ebdPs~i0rk%GDf`t1X8R#ABBb7~+IHph6TfYjCS
zr+LWk`ZxukfNpolbiR6|86WPG|LpI#KzEO2U`&h==7juHEsMGZ58nS`Ha_sOh;a0v
zY3dc^)!tOrQLnDQYy9}Qs~;27IoK)c+?rS4R{r_=7Tf6FzY*nuvhc|sbH?xWTL-iV
z$*MDU*8D+>0=4Cq4p6A$G5#3rPAR;1Xcm*{Zq^eaHZ~mX$<#H7KmAcO^zk^D=V$uk
zjS>i~)_b}R?0MQnP~EU@Pe&OW&vgcg8Za>XD3ZP~>s7n}^4tu#S4%{s+8;9R$q$Zm
zZ9K|z--!E-Ab*eWgHWvvSVfY6AbTP-Gy7S9#IsPt<xhXcIhhZxLG1gk{*!=5v}qwG
zmM@CT(<!FT+S#{ad20T3`qoK=wyQ7O?5VW0z0}O40J)bGD8+L3cdVp&b&6-&1)H(a
z@sugnwhl|C&o6e{ziGD%ZXcX3-*eDvJQ(FvLt(A=uRbxqLS8HGccH!g6@K^f#!ZB#
zYW?0jj2lL~G(Q%o*}u{YH@1u{lQK2BRalu<@crS9<?kTAKf}8;|2lu~M8T_Jvpa?j
z9~;*PbUB}?gqvVwB+hKAQ7ly)YQB}O)5k{w{6I4}{dmWMUv&C8Z`tlqRc(@0ZpYM;
ziIcBm`z-ZVt!Vz<*WGGmcEV?yt0mnLd;8jJ+v-j2s&?cAoZtvgdS_0|EI(S&rg3p}
z6{az5wU%-9$3yZHK_3jBk!*v%diF#hoc0@~-)1k<uf?YbJj!?Y_I=VWsKq=K=up1Y
zzV_VJf9gd`D48M=gLl*Ov0GlRIyRJFThkCuTUMi9tNo~JDwMI@KCEXyW-2e5%#h`0
zqi{9s$GJ!ozpj%0+GNM27d{h)1dcgGThCqd4wPQEopO8G**j_iyHTpHC8e67v~ELL
zbB#oTqfJY$4IMEs+9{;PowVJ_mmum+Fba^x&Tr~NuZN#fUT**2tANnnEu#_Tkc<7#
z;do34$#f|;-^jY?6fv8hL#&~)`KJ?kv@c1oUE}tpQO-GXsvX3VNa%|(?=A76m7SXH
zNrTj+&-i*=P|Pqe@W-7I;{aZ|x$T1~0gr?}jE8&;{Ohh>KAbFa4|c6m0YDc|VjhK8
zQv&3;1)i<iB;~_x8iCrEsi(dh*573&gd%Y|b78&X2DkVS<a~3Pe~$RSGCufTc>YD=
zbITc=<NV;Pp!gpFXAVX4B$d+&Gp)Sx{sNn_W@8{7CKx}vwGsA^5?N?9H<&m3uBoL}
zw`xVF{)P3p{>l~<L|I?Cer3M559Fm_Lm$&i8Kg-JdcIN(r?23FFgXI6P%;ytnE2$!
z>kg5^`9FWU6pO-4jt-2AUwr{~UnR82@{3=N<dlZ-TCve51;+)ByDzo~J!Wm~Vnxmv
zd~>JLy-j$z$~U`{C#&pQm23HkdY}UhA@_`cOa@V^p1%H{r7GFJXx<K!rl4zu;4SD<
zVqTRdmNuJkBPyy-Jf&*{4uH3)FD|iR=IK~ylmfeV2<?wnUmoL-$zZMFonIQlRn)mh
z=B<r1GL(RMhKF>z+CMG|`ZyatTj6wu82OwFZ;sjB9DZ`()MwQe;hcP7z_lFr;OrF~
zDolu-Z7A9<g%$S0SedrY`g$5%`s!Fh<Es0CO-?HMu1egY$=lm9SEB>=M85TVn=C;Q
za|A9<@RM_Tdlux|s8pr$=&)|CTauWI>dv%%=uamB;%Nt-PkDogw%)aCB&C<sYibUf
z+r(QNr4E%e*92#rW9vxA8ER9=m#rclNx3^tMD0}z>pke`9cHM7FQ8YF&z_j^-+I5~
zG;smRzZ`bVg#3*q%-U<ws_UycT80Jy9s|Qpz!;W6p>|!YeYeWmY*??~XQ()Gs+PR+
zfk7(Tq5Gsj;qRJchVuHic3r+f6qk*5*AKA2JS1%fUPN)ZIF;ZYFtYdMW!%;*!u#C3
zyQ}hrsGt|hAJx@AN*R1T#9EBTM0h03GgwvdScBXnkDmeYZeNdn?#Ys(7UiuXI|oYB
z)_#7c^b3gCsi=9iXBvxQ+s^hKB9-<NTdqAQGS-#UPt~Yk?VK}PiW8uD&ne1ZTw=>8
zG(Pg4Ch(qy_f<`WR4x;WkE7!!y-o9jJP2ib!LHLm2L{5I6FtW>7!h%H?*U>&f9DS8
z(w3LVS>Kx!i6VjMX3c(=Gcj|3S26p3=1l__vJ%=m<MnI$Y#sY@g&4VjfO90Dg$EpC
z7Vo&s`wdGexx$uxtMEH?YULmtI<G5~C>*r#x;0c)-{h80-W_$A&#K&+nS$7)I+oYc
zw22`?n%qc70*o1QZjik3HX73n9su*rX3lhvDl+=TmR0-OMT~l$xUFV(ty+kt9UsZo
zA00YHl*Q=N^c)-@pNXkyzh0P7j*l^MUofMtRO5$h22<`DN@{B?sr8lVGXin52UBuh
zMT4dsaXsqk9$+pfc$;SytXKw|V*76uzFv8o)QFSKbIp}x+jaT6bd9N_w=Y_KDOC6K
zNKC_{Yim4lTQ=Eqrxa49t|j$r9X$k*b_fWv^)NEs;PK~ouFpH0)8`c^*|(iSvUCV|
z=zXA~+@53CBFAeN1`?^YYCreqR#wm2J{@OS74~GkCt~IW$c(`|W6q%%>B9?ah@#7H
zOUPM!6Hli_{lF(o&(X*f@!4KG?PfS?-#?Gp`CW70d<)bJZo!3fEv%7zt{zLZYcGAT
z348{rN;)Xkg{tOM1^!kQNsEe0I6EIy{wWmt^Xqgw7bHdMF)=lff(LS}YWFp6-P%c=
zqW=loCX`;9PuJp`ID&M+Vdv0C7hweCn%Lqk**P9U*-xXfCKzwak}$yxy%r%Lp2Z0N
z|G=hJj}UQtpo+?4zv&c#jA9Y6c8K|YJ+s5_1YGcNP-_EG+jW)2yHs>W;DH#R>B!7%
z6cPg?X82#8QEWAoo<K!}AeWk&C#R6_nyyD|CP1jd_HSK5bL+|Eni_Qi0u<{oPHhn%
zO0(ClN1zD++9EeaD-|^#otc|BLFP+$+rMvk*#%xdpl@@;I(~D=B>wR4dw-Nrp*0l%
z-$sW%7P)xo7`%M&*Z7S0IKHe*t7uj*56s|TS2>N5kFN(y|5zKkC{JBr;-;d@pyJZY
z9(!$)g1ag_v<K~q^Y!FMIlw9$Kb2*0(23G*ppbmkHwJz5<+rX~kTQKPjEux!zj*l1
zhbP(fPYXquVlE`++r#;>rwZNG?}L63Waa<7xqi1*zsTr|y8`qft<BBr-lBx+uQmbC
zcQyUnG#qH=FZMC}sf<-{Ybe-&OoxESy%}fz0l+?M)WinoAxSbaH6<?h(8=H8-r{{T
z*1xYYJ3sVl%s`;gp4d}d%T*(<Vomu^C`ebfEqha^9=FP2MB5t(Zus&_%x?2{IQ!*U
zx<YmS>@-Fz;_J1wQcGRy&#V$ude*;9Rq|U3VhWvkmYjhIptjzvYVWW9_0ePA@ssCV
zl7C%q?KlNlFaH=N{!DYl^pb`jl;5|g*C>f+E1x!2H-5W@Kl!3FUZ*YE-VG=e8x6-r
zVyQ;)@>iN#Q(QCbk_^k2J~*I;($xNf%k+C(Qg>q=Y3Uf%X82zD)<~`29tAO0XxVbv
z9^dy1i@~VIe`XWo$Co)nP~Fg9G1lnZHZ9ob=wf%lwF74AqWV9C=3_Lbdwcn#gT;3z
z!t18GT5<D3PXTp!r4dm?asB8}a{4khJkmi|(cWK@@SI%ci{F+u{nt2XgxnfEQXW03
zDuNa@9;!P!htPKeI+h>R{yR)TJD3h<md@xmxoce1bK&e!Jba4NX%jP9A1Ctof0?RW
zlnZ2y<i*#RHR1nRAV$e!Qyu$yE-9RB#3`hApLC2LeFQ-zTQ`T+nkVMe_nwu;<pjI2
z9eLNCmVV57=P1ld_$w`~DGo9QNrry<IW7t$`!){`7>NcnKY-aXvOT@Q@^ey+L62*B
z?OW5NiAzUeOdUt~H0T?Z9uQ(joLQo~BSF)7Xa(~?%dJ!Bf=v|4pTW06+<MJMfOdK-
z>EuV?NVBGV%4hw+e@mJ^N|f4J7R_yZXn5IiEoKS1BV?>u?bB%28?T_!$G^(dUa3zn
z&hzFxGaoQ}=~27uVA48MWOc1IvjUOj8F#8)s+cu{3o)bof-Zh=awg)wGtG&d(R%U1
z50nbhjl$lzWjhf8(SL<3Z@*pxTQ)wU^2(>*n7IHlK7OZoV&twK@ceZIW!j1MN9VQ#
zxFfe-j=jBP0`!Z9<AEfaM_4S!q>hZl`w*$C#V4vT+$wyfEJi3&ZvA-A<P45lF7%2M
zDdi-G0c{t_{hP-jCU21JQ^ifjzzBwVf=U{Z2jRhSaXHWk`cIKQD-YGJ8`;ko2yaQ2
zFJDsH-M|y(A0V{u9g~4bte_H})Yq3w)qzjimB^SOBJW0MTPN12EmN&5N@#N^483j`
zw2`pj(n^|V>~LI#(05x4#yQ3y;_?Ht7BbUzVVdqDuImVGAlk}y<Fx<z*D?&tW*^Gg
zl$J-UPt#qeiV>*X_twL#yc4i#Zh}g90n4(Pw6hueoCV8IdpcDcw&2O<TJOetmn#mQ
z-y<PD5i+GyGSs=!xRju*d64H~)s!IDLCUmjCRGzxC8@u(_{13?b<dtk{QOO@G`*2>
zV=Aj3=FrYkH!muL8NgB|Io0S_p|YBGlNbEsr!TKW5+O?Rzket&Gne1+JV$6fZHgPg
zg>NY(yeYl5p(wG&L-s*?YmJ|sx}Kk2sN?H(<}a|D!l%n7$l6c$F3r~FuGr<?S=Nc(
zT6;P(@zw@$3o#u)_m&TS?3INY){%MlwqMJYuf`Ode+gXe${g-aWOk{PDl(wTIM~YK
zplZClPYNbA#P3g_w$e5poe)iKR*{pGBq}0Of!DFpSoC~CgWIdrX<~l&>CC#FOrrPY
zy#;}1TLRnt;jPpD|C2gLTi$H(pG*jnZ;7chR;IF~8#x;KO|TF0O1>yPC!8(0KTrV@
zp5&yjp!9yg_crd#yB|xs!^6VN83gKjZB^&VB??$N?Gv)+o>Z_NY^%Lt9mq7TZBN>U
zoIOD0QqBaKKXGQ#;LJzjK0HLJXJ{zp>(?L6lpjbI9qE_9c=gR{{lry5-`3YES+pPm
z2wg3^^dynpm|=@qP%-%X5YkPr)q2U~X@Z_<Zt><H`AyIq2AXiF=YKcVv^Z?m=?eal
zIA|PfMUid(>#KsI`rf-xHUX`j9q1yUkNH>3Bc=?|56FshE;lbG0tHjzu+O8HVkVTt
z+9+o(DP1r$^Rw#DlO{lEw1@YcsGgTD=!y>uh1=#O&zKB%zFPSQ>i;Xhc3h}hw#;c`
z$9C4jDyRFDH#(O)5=Lfj{Ok_L!M&IzwTg<0A{;TCktZI~-zqU&zGkA}Po1W$bu<D*
zFEuK;hk6`nA0(j=9iviLtA^XSj$|iy#wL}5h(Kh4WYD^I$T;^tZp{5BK%TTlH}*qs
z!vwOQ428!#sc3@RY-r4in{{O6k#|R?8F=f@@73S==tE;Ua+$SzQZ;^_f4r<_yb51~
z-0Up)=Eue$f15+AM@htS<o%@S@*k40GLLn;&OQ4`SaM$(WGQ$dzeq<Y^;UMc>K&%J
z%fuRQ+I;_&w9zn}r6ZUZHQSf4G`mFFUEQd|VZe~6dO#!={OH29jKabbHS67wI?_M8
zpEvkMqH!hYProUWf6nnm?$9u3d~LnGt?Y&p??0_z=`IjP^B>&%J(YB8HKTgo@8r|>
zAuaz+zDbtSp6XHMbaiRxpUS#|S2OF?w}W{HsfiHnTTnQHmcK1N>a496mFMJ(dzj@f
zXMnouUbL%D{dhj=aNMFjpiQ5XiqYr+1^I&fOKbAh6TTvtG<B9zhS9<j5lG_BIE=~g
zUME|SH}@*VPQ<d0*gvXZ>lz-No_U#3{6Nb_UF{hcZE4n&_%NYv?Ej%o5+hrip~|uD
zaDIk1WS|A<Df-9p{cst=8;HRxf)k)%Lb?^9!>P}C*boq(7jz3*^z$sfUK(-OVynN`
zF{w(g8+cAn29i`wzf60pzR{8v4xVM!#{#aKHZFI^2zWd86rzE^5j+1sNRqzC2_cWs
zUR(#;ojd=El9ABv-rlS@jg9QvG#H85=o)|A1F?9%B?sxWXnwgV+q`>Jw^FK)zNj6n
zy)CJnENlX#_;+=&%oi0+QahTa-s5y;i;a60DzH{SZ!~nxkwWGK;?)4Od}owJ&QC?5
zI33J6`R}OMfoEJZB`cR7id<91?9TEnp{_cZC(T8>5~fNWVN7JBc7CZbAT5BVmjLai
zBSj@B`{_etPV<1(r2%nW-KzGZUsG^QflKgkcV{Ro=o6qC6A0(#*o7bN{89rpeETle
zFr%G+&GG-KG7KbufY&U?RL*;Vk)?Ie2-OP#{2)Jun**h0W|<$q*;)!0ssUNUR{iJf
zs8f&S?%@qO>BcvBa2q!hd)hXI2?)Zk+&SNOnkEMd4{pS0$1Y%wjWI_P6mbf7+vz25
zvVqF|Avp2gp$1n4F-k4<Pih2NWngCC$x*S7PIhgrqMjZJFCxA>@vS7%ZsXj+VJ+P5
zxsE`mrI>|Q9ZHX1WyHPbB<@TUJ$eBgr4V!!(2qKAQT!{HLlEdH$Vl<HcUdPbnO+Od
zIe?=IIRDcrBf^=-m6VTWqeGeJN+<ExSDBBxoVSjoeP|*Qnk5e7#0*p;_KWB=p~D|q
z(vmjjqu}Ky9zn&;yb|}IE%u-q)l8&ASEpGHv_|ql!<w;C$^^Jw@L|UyX4+mjxi%}v
zouYdrQS>mO<ETm%uKFsy$H<dX1C`F6OY%eYC8y`#h`9E!@=#kq0zm_KKLCz*NGD@=
z(VC5Ob;F@rFOHCy5R@<t-ztq88~)^ZZ^lBhM|f&1t6*o?<>#83R{u5y>|x<;R9bdX
zcVifoXE+eZ<NAgVllR?CS)aekgyupwIEa9k(mqu;xp)*h@d3J+fxg6EwJI`J65jb(
z3y=T<I+brvJ~~ePJO81(uYX?M79Uy;x*B=z-;k;HF{qW$M>&m$j9COs@jJ{vc9_QP
zLudAVVd-e^v82KJe%#oq2##s9%e#57zP^t0W{&HE-t9=|-au$8y9woCmEL=Jxz+o3
z4|d1wP=fyb|3(t`Ldz>!VrU&O<?gu@&@icSJt-U}RhtSehI$o1mptx_@K<Q_#Jz{A
z?rz2vn|8GK6rXUgutX6pfHjKQU)j2z4QHGbTPi@W7qSl-+s_bX>Rbv7Ct%;e^MzYJ
zScUWjHjTVgwYT1{+-x#`4w&i3$8t9$v9O{&gOJVXxwSq`2A$tkUCad*ePAAmu6{me
z{^9O?GvjV=jRh1oY2ChEpn$eM%9`CdSG12SnWL72xZu9w(}F&W-xOv6575HezSo9R
zVEeUn1~|qR1}O;C!@w^{P=B+cI<~EZeXhTbU;4NM1D_B@9UMug!~Fuu8vL%sL)j_k
zd5MT_<6p-MD!skRG)e!tLphrgU?>pbNJd6R=wg2l!3~<uy{}@DpHXn%H}Z#EDT!9(
zodOwQ8vo4l^JU#%WZfXD1+wTAGwc$C_U3X;-4mXX?Lz9^1K!}_31w&Jtjx@T#QSo&
zQAhZr*kPJ!s{*Fe+KPjN5#Su2p~oyhG7cpnq+808V_5uV=_z8SKB%KWPfVnjjVjB~
z&c6d(K<yWKx99;$=4qPUDl#F=+vR;x;V7Q6^g?%5i7P3EUvraEKlWacbp~;Y8)9tS
zjNQdKntXBRIiAA^=z-zll6&=N0jl$fL=+IsxJT6AIhd1Q_sJ1sj6%Oc=-45tC~;fl
ziJ1|z?N%Kg`uFZ092hXOhfytGQh_Of6Ii4h#hA%k9|*Ho??+s}J`7L4_}M5;`Wbxd
z;ckE4@o0gQK~7u+?i4zPP=|7s{6fSrnI2h&if~_lDCH+-pzwgzavPYu0`!6o&=XMF
zrp;X{U*po#Gni{12JI+;cw*S%)@3$mc$}X(66P6O^*$WWYrji%S{NxCv2t(cvnYUO
z-_-Nx5iz(J+zF&zQXpE&^2vLD1CLU1&6Y9QK6GLqVy6KEm@X`i<*_9{5&(X`r42*}
zUKOBxXp7jZzAb${F@kdw8nndeIlt*+9;ywQ_`kV+ul#XG&0qEyAn~A7wH*jK1FDY@
zI@&2xtA6ci%B{(XhpZ^d%f~|@5Z22ZH*Xi==SDKEanT1`Uu>wXwq|$Xcwf+8a7;&?
zNQLR37fH`xZ<deC{%I<kpDN8}XVisguva<v3>1nN2K`HxhMz!L`s7{xR)orKgc^<*
z5rUEobWiH(5x}`R_1N>t;n2*lbPCl|T~tP`7nx9&luR>rEq+FR_*a<9Zh;!ekEUYi
z*!~e{fO#_1+}hgd&L`6qZK9N37M7!f$IQ34;JgkUq|i%ga=cpQnRp^Yr8yvaOAi0V
zHNCqFLQ~Xok>q1d-1mT@lpgHK3G^VWUvi2cC>qDbiRrIg?!NL+G?L^WY(ZYlyjow$
z1e2|@#_$knORh%$7<W1?_x_+w&H#lro`|pmVTSPSH|wp-#FVyI^>1@FNwvpBEYI3I
zNi9`ujo96Dpqpvqy`dndnpPLf`>6l9bHL_^F8FCLVNz0?<`!ulD!NosQhmd2#;Uo^
zDj}fMg-<V4&R>PIyWeNKoIuWGWoO4`W(?|JP9?U+zZpE97vvo&YBUd<7*kSiMake{
z2Un+iF-PuU*rOWP?jM&>lIWqLQZM5jzBcT~aJ%grbRh6Zv>V^+1%KwU{wFY5-JJJ%
znATw?_&Ya-&|s3hnN+17j*EJpOTlSc<RSm5Fub875uyD)Gz>B?L}Rr_*2HF`#A2?g
z@hCAUND9tU_`;M0+9(S+=^@CxX60_%Ys*|Rmf!DX+(LXQRYCG~`cKoHI<zbHV*TVK
zu<x|Z=l_hWGb{Z(*7hQ_{|@j@Ug1iKo@5aaPHE1&gO^7gk5~jW9J~vQ9HGtZjIx|u
z+QQhr^-F@46-$SOFIQ})SeK18RC6Hu?1%I35bqxDaRFKawLW}IJv$)$$*Czg#{qhj
zV5!|0j`d*|C8R#ix{}c8)NJlL)%=~@Vsf4%*;r^&s`^toH|Ib~lJ6d+IIzfAx!kUc
z#R+LDK6>PX4p6?gq<delxhgXc<Yw?89;Pf4o_BvN^gg2CF$a1OMi34@79F0sb>~ic
zZfzG72MrbC4wc4T%Ai!TYH;gTeU#r@206{8r?$)YdpIUiEyP0)Ee8)PCxXIy8_p5B
z=?%iTD-DmZ(;<1NRd_uVaJaofNPMOukZ!d^`vshugl^izXYM%o<?*NAFKbI~u8zPo
zaq*Pl+K2t&&Ey(>8A8RK7@q%PpY0ZACS9&_f3Dx=NTad2;WD+`Enli(QNHEp=|(;J
zCf&(rQP-R(rlcgRsMMEXG0p;%xJZK^E{WG#*{I_KzLY4(<hE{OdP#`ZO>cT17uNpH
zUpr7L5nHk3UaXlFM$O0#Z=Zx3al2^pyDa|FjcA!P^U56!(%-{2J1MRpSCjK1{hB@h
zht5_>K{qS6V#RFKavowj^7q&N+SbqCO`OH^xwo!!f24t`#6voE9t|$8D8}*|$xr;5
zx<93W0`x^|!fB!&_!snWc*f@DJv-#p>D_5E9Iy@uf~SL`&4(<E9}XX6=Rp-LOye-p
zlc=qKXLeB!*hdoPx2nS*8vT2{UhGu<nz2Li*js=OHCu<`KxcESH^H#CnX}#-8*@Vk
zC&Q<p==jvzhmHh+FGee+nV9DEj<=7yFsg>XXkuX(>4$8?u@R}(9j@Z1smnhdT6I4F
z|9KTV)KrxzYnf_ZxAzEq+;%|3;3H*Cd$-(*nPVxA+)W-HXk@g3**ix{t_R1B`2w>`
zrB-GB$=in!4X=+cqw(pT%5zF)vM-gTrbd0&KE?ImKHdJ4|41|(_Rh?!`%D4?gV^&Y
zC!(9Kg!FN$9#zicql4w|Egk$!lTFoc-$#{U!X!W1q#=9edG|%ok?3cd77G^@{-4ev
zE(*m~bPVK@2P$d00kXaPOkaw!KY0d%Y0PZHr~<7MOZm8>ITJHII}D7L8(XEe1?g{t
zKQ#R{O<NqF6WOXvg=%(YI@C(D;o3$-_+3j!SyrOEJH<l_f1&f8vs!GhOfZy9)Uy%L
zuA{B>C*K?oMn-M`$DV+^+l@XW$8286XPWdvj7>XX<zgS*eOuFlU(dX3W%)NkG##C5
zUltkR3YoyQ#B<(WOch$_lO;cNPE}JIl4``8_@ZBg8*}vURaCA?0J%9FJ#c5Zw&T5m
zy~m@Bj1Lmh(l1MB5U<OFg93`;Ux;34m!+kbR7eA*l3`wPAOLF>*Oxn(EQo3ckc)Dc
z(bhrQp_jACMpF%}%}wHvesC<6-GXz2ewo*7?D9HHBy_BQK4{D!u8Z+Df3<v2^bBm+
zO2Yl{U|BUYqZ)YglYa)1o@6LL$!xEk5D|FQVHsIIez3b;N6sYV-@A=4!)o-`lP@QI
zyWse&?och)a%$Ibx#qOTMr=~USVDF-bx^W&RB5`?V%=8<A;9GIjg1Ay><@Dj5=7pL
zj$~2`T;3Q`Un`lV27^4|G?f3s=N_lyvGa7Jg|>58$<UC&M-<$ksl@Np3#+>gr@VX(
zv+41D|J3|Z8Sm=fz@X&KQd<qnokPzaT9v&;P8IU#s<aDyn;an_{d0+uS{zhoKQH&?
zWc6MW<<DKN(@KJgm5$jp8(6kq6`ul+l2ur!7K5EE&j%Sqr@-Wt8S2K9Q*Y0?9oWg+
zwCR_W@rAsQ<)S+Kx2b{dBFyOIu~hTBl~wn%b|sp-3u*Qy8}nbS#JhJlN-zsvjYM}I
zvhZ$(cNM1HVP@~h^*Jhql=#oPZiBiWZ&EH}6SMvin!Z27gUr&RCukYj*)>pOT6NJ<
zTuF=TYsQ^lKF4nm$0f%*Xw=*!(=%uweSW?MK}OSZd`U+xI`|7<6Hl#ogwhZ8D4b8j
zb0S=GeF#pP_WUtO(mB}M=z~$f78^7i22C=vOytLFRV%j>o!48c0W>^3KWO9hVd&Ok
zNu%(_0$Rqv{QB|D)8vngJ=2el&IVs~?8@{}Be#+p0X_Y9oF~PFF23dHv_LvSMVKo4
zwLVx{I#2R+Wqsm}=7oey-w3}tup`1-;*zpT&d#53SH13KFn)+!X*HS~<P?Wp3l33J
zQL&f#&K*>m4>rU21q;6<O2cdIu4d__>YhwatkmouIfUaW0F(Z6hKs9sZjVOEWa0be
zkn^p5nM0U^gHRsn#&bjBqP|@TdqhOr`%y<5v7riVB_CO%qDs2D(tA2$UtlC!uXWay
znOANGxV3L=ImdV8Q|fKar%d}~6&wCjvB|sog6L|{mAP^++JA(?XpU4``pwViCJt~L
z*6ElT8+DK8x=Q0W{(irqsUDpZq<}ftjd)Q*T-oS0$uf$iR`<d$$fX_6UA20DipYE6
zsJ3b+(7)J;=&0reSN+?<4P5jz=3p*NTJ(*__r`kMW(%>LrbW?o;kZlIPZ_@H>uvDS
zZWI3k4hf0EVu!XTJsc-icgkAUo2%BqAwBqgXTEWobl1|}14kbd8gP;3S>WW@X`!>a
z*H5y3N!=3EG{lIso-3Xp`@8jKOgyrz`r+Em?Fjc=!rcn~MW4H=Z|E82)T$E1*9<%=
zCaCH*Eb`jaE{^TR52ME{Mukz65|lZ{&D8N^o8m<G%kWF>{)|1se!Y?OQD3FF{NW?p
zX3j|P)yNm!|Kbj#CTpA7zj~yE7kdY=%0GXAODxPBgN6KK>qD+=_~YWSHrMMuirdcM
zr}bc=R)+qwylT~>SUZOD5ZI~>y$gT=|Fi1j892YNNz&WP^=~s5g5<yb`t^Jc^Dru{
z!tzltUx5w%_*jti?u*wYg2*H5h<_0Rg7CpBm<Rwk_u{az@s*I2{a1t>a~#F)4%p8=
zJm8N*9S8iAAN&3L>ypx9I4uAfHC~yNAi5Tfo*;!Fm>d6Y!mdAZA`ZViDnR(=t^3QY
zkhn_l<*W^t58u`v0p|>_`K{3vo9}*<({|0VuDus%-s`$BpH*ZN-H91?UJ^98s~bC&
zpxvA2d>_|78(QYL<8bKcxLE~#*9yw*J_LSwX{K8h&XXj0vk||y9VEo8cA^@cTQ|50
zzV;^;<&E~6oT=|G<g`AyTXGuoSB)c4dNi&*wsBR2*z@}3W1p5B*!hp_adY;8zsts%
zxUh!MYzXiE=j3rPeKQ(+^L-M4G0C&*?^j|y3YQozmiz5ctc7++>`y13zf{35so3>A
ze^rUrnre+_=JHaWuR#J^<hak0&fLyiPX5gD&Un|B$J2u5ttPQwIVvwb3Im(Yr)t$@
zoKQ>WJV`e)ErOgW+unWv4v>`G0D_0cgsRG#l7tmJPM;vP=-u4mm)0wO{Ucq`O7?Zq
z=q56VEr2k1{F29V$N$CFUxr1szVGAk7$^p|s0hMVQE8EGED)6LR*@Ev?hr*06ch<*
z=^jM7W<UfahaO=_5r!Oc7@GgJ#?SLRo)_PJfNsULX2pG9d7kI>C^Ym>Pj@#UE&Wbp
zv+k*$zVZ1#^`~Vg-Y~hLQ3th|c3bw+7FBLJLW~A4srG5v?CakJ_V+))20_S$DCz4|
zTl)xfbldZ=Xd$NBTLW4xc3!jEu7qP8Q>7tphUWr3TuhGnqy{Jt)Ov9n<qZo=%*;&9
zXtON4#?Olw-7qq~`XX$&Y%cF{{T+dX8DrZ9(de%2e&zAwf6E`wpPSwG8tgLK!+nPG
zBB6n>`DddtnQ~co|B~mTv&~mrZZLYeXm1SGEc&5Vv-Qj8*8SmS5>h1e{O3=Xzu1Rh
z9hi)i`kwS~;@8o<I0vuRQ8#p+$3Z?NS-k6arPx2@A<V?8xR8F{;BeNn8t-j!;*k}1
zoN<lmk|4<ql!*M?S}_xLRroW5sMqo;Pk6$^d!mCoa`m(0L?(tR2b;{|6Fe?aisf}P
zh<3Xb#L^O8e7-V$cjaI*hr_yu!4Sr|#&m(~L>8KuuR6k?oww}g#Wd7Lw~`S4n0WLV
z=f|>rBDf~7syanLs$jVTYIy*e{yu~Dg7&l}#LEpJy<pFC$d%*hTK}y=K0mIsGUnxh
z!_XK`)IIrYdFGE*%eI4$5r?gDjVGyTWWFj;CO(yog4_P!Z!c-2=WyUwI@ZJSnolW-
zSXP%|2E6xh!j{3g>7L=rDxMneOLTs2^sXL52bbO-U(xwHf1$UJsBtqj|AoZqisj7|
z4Ob4?vU44Nef1rLGN$m@f%$PaH1UgBUz4O=Q}NO#Y_8hAs0J;1AMyD)Taq-1DGN_h
z&>~JY;iZ0yRC$rCFptrTk!8s^uPP-}`vw2|7m$$CxsSDY2kY;_)}qmEw>v;+VDh?@
z<+e5T{8OvedNZLik-gb%v)}ci!|ni{KI`Q`EkWXy+q~!CFw7hyZi)__#5vqu#L1f#
zCy^r)IdpPNx82_c2D&3Q1m&wpO@zM83MMARyG`iDIka5@7Jg_Z^RJ4-doYqNOb&}$
zVYDv!)q2IGk=%PHXUYp=&t!Sfh$>~Y%}k3A$v?&fK8bJGSJifg!{ku-<M<<SUT++U
z1vfs<(+wJ23o0_pGrMr3n?s#O)qaWbxQ1Ou_Ht=nJ3Tv7m8MZtu6EktRWG^*i60_H
zvh(-9*4;rZq-A`I^xm+@ojO0*RseE-p^Cy2iyF~O_4v{mU84jS7nR24ozY4q;kKes
z^xst%>lAMZKXUDHD}Luk`Tw@+KSL`gFYgCoXg9P?*Ib=xN<!Ph4&<ov(>7?jPF~XN
zOX_q;EqvUhrRhq?6i#>qChS^-|DPz+aH40<Qt=&)4C3+eK&|}B`zcd+lFnLzY8l5F
zqZnx;W-!&X{z*wktG3&Cz|88V*wmSmZ>e4NGT1hubM678k=%TYkkodeW&@KDLP0>G
z98V$X{}1z)FHc)zO1LMAH>KBJXZha#l)R~v8o-*VMlf?HI2TmtSeppCXtti^__6&c
zs5n>JSmQ>C^ZOpvPbG7F3JWFv>2jmmWE>tpz@B$O`WX_==j8N)!7Q+}Yt-OhD!COC
zeqUa((Wh5hix5QrX@}t)54wG%2EnDEP+vc5D}vJ7&3=!(+Z(gXsUWEI0n0_)%0)eU
zT2~NEYP7T&yxwiX?X&D(Axs~*UU5s-ERS4bklCZntHwFi!q>XuoHA*+`cCam`CR(c
z+15wA<nk-yGjlv<TJ`$7TYIHpq*;A-Q7V)$0y+$`wP;kod=J4|RABWRD#!T^Fw>JW
z^jUdUE|pTBFn&=yac%~mR*PPU#)bamM%>%U_h%8Gn+y^6Wa3*XKBg;4{z=b9B;R`d
zCKJwH7$B}PIxtg&=(A$uDT@(3TC2gg_HPJOYwi>;&bH7e7)0T;^0N!{KD_xOiWAWn
zscM~?_a^1F5@ON3cstv%9rSXg?2Yy2OIF!sZXS{c*w5e;eQ<@+#Q7$N4#x{^E87*H
zH{~^l4qMisr+fNBm1XrF94Jrvf^{p`tv-SmjE~o=ayLD?GBXtZ9He>=ilyh}OHa^V
zbC6v|p~^$D%_nxs8r}ACWvy2v0MyVmqv-_+t`p=2t}y2DeZl|r_VHPE70b&uYF6GZ
zI5oR1F`W0pjPFTD(qXy_q5r&idG&<jcE4XtqZv+lN-g~hz^lH9yS<Tr=(f9uMZGO{
zEB2Dx8V=GXekPNHe8chSjaqFWsR8ql>}t9W$-dW|8oa*W(>o_T5aqMi;C}G@K3bV}
zoJo^#fW2n_B?0YE-=VIsAT~2gBu`%P(NtB19!K0M3)UFvC_^W%?xZ>Lz0V|XTX|bC
z#p{f>vIr#NQcJ;bX6cQ)2N`b`66T?Q>)ZaA%MjM`tna=z)31&Lck(4|jdLQrKa?*?
zwez}~72XCeN#$B+ao)X^7(TP`YmX-Xk<H6}5hg8dLGAI2i5z+E2C~dO+t|4CmT_E0
z{!eLceWo1K)cP*dw3_&7#oKkv)+t-t;1D-G=GsfN<pi60-tfxyNpH`D{ZC(Q3g)6t
zOv!JUTJ&VmG2CP!IG%aHWOKSNPE=2|AOy>Hm7udxfjx_ne0jKGCLkhD!6j?3o25bm
zYL;-Bj(ez^5eRe|tqQr8=Fe3u1Ifi~bZ;7&{bW0jk5ohpoHDe!`fTOxkM`iFqgGEh
z1fnrgKSJg|OF#em`v6Py3Rh!yR!`1|=~+$o>kwN_&E#HY%)1iiAk&QROMq~CX?gD7
zjtfG{y}mXts`uO_kG@4Hht&Umr$PB9*RZGtu7@@TC#jd@MPYhQjpND#&JMJ*I&YqZ
zc<jZ%>2`s5qFdXTNTk&O!Rh6|Y1AXJKMS9r{3Ybr{YeZePt4*a&dWuog7dgWD&yvn
zAfmwl?;+MUE%t3MM0I=e_$TJ{an{0KAK)(!o6)99$7k=vZ!>urjkpCr7=s|Lnj^$b
z3}3{R9+YQi+n}>}6qS=*Dy(MJYXe%>D!+Isrr7LP>;0x(P9I9_DC?fq#QqMilOB@0
zPos9oxGNR>ZzXES%$^ise7MKw2ZAT;;FC!6@o=O0pcE$Bs-@CuG}@x~skIL8L~_{J
zIFHIfYvrj!9V{z9UxSU!bF+xS=sv$KjlVQ*S@X4n6dvE;D;Gar_!vjlaCKlh^4FN<
zjA!^K3EU$2(fs7*UYx@{2AsX_H{u3+Wmz!I5-+Mcni`e;Mry9_^OmA3qysH5ftDm9
zeA)}UZb9}dSBkpu9vqSD?6K=&CCP4k*CC{1iGc8-oX(#gl}}ozm7ONziHJ`$baEOO
zv}n-iL!G`6wTCb>-DKSvoQ(hk*6uVO)m$RjhBJr@r^DXJ3y_h69r4xbMrk5pKWOrP
zz0tfU;GQf~S;3I!j2TpC@9b#W9x2qneR7}X$wwkwVfO_!ZSQ78xu-3Oztx~oQ#@kw
z2}FKTEcRDfuY)#qkK@sM@7lr$;t%cO*cw%GUI`VLZl`VU2!jm2qA?jHP<(fvgz#(o
z5qncf;{tET;;qNR`ce13r=)-ri%w7QVe4wU0$q`pd(hVN`po+}n!GkuDNE53yII!8
zVf~MzH~IRuwPhj77stKKtrN!gror(nOJOUpqBSn^KYM_lx=}3{Plzp##Lte|_6q_k
zd&hIR^{_(x)>|8Fp2V1s)bdg>S0)5*f@wo&B)y^$(td4b*XrOeNC_Ei0K{?tzghg^
z!9kZ@&Ow*?1ZZ2Gb8;pNQg|s2Z1OD8rIC1XQ0ozpS)?0mB`o(lwG4kbf^+zJ%Qm~9
z%!eeYxJZY}u^p*?&Shk%P(vrPrt8+a{DtU-(ewn+OJr+IOjua#*PlPvY_KIBw_6>~
z7Pq}u@r3;9ageIEv{|zSIw@xJur2DbQ(awEp+y%xH7(nF#O~~s%G~q&f9}=lX!Y_J
zVmY-aF3U-4I-`OwBXLyjLFJf@R5QY78jBwIrttqx6JWrM+fX=o=^GRR3?|si%kmZ=
z-8vBjJ*y;F^y~rDr^ytlkgg*<-nOC#%BzQ`t<l&DAI26&>6``qKDq#Paoov=dx2J~
z=DQCBW4_+*gKAt8NRF@=WtTWn7y}gNu~_AUmxR0F6)(aO@IXN;VNVX`08209i)v-B
zt;MI1uRs|gpiFblZhIUMdWSWQ_W4fUx1&QPX*oMbXJrdP`Tu$CwAEzRs&l%fkiZST
z0@;!w{P1BbI1dWdE^sJqAB(*kfuY;WsYqH&Z^rzR(Q=tlLzWHdvYdXbf-EDis%@o+
zQNty^en-X!h9#j6JZb*!PM2`&1M^D%9n(BBX=yc7e4gwaNAx7&^Rq7gXxv_(neT&q
zi^g`@&9Gsa@e@mXXS9`v3eH+aB99!4^RiNHvO_(#wzi&w`qP2^<^9nmTryP#M3IC|
zKq=D`FgxyLpagm%w5-yaZW>b_y=iH+(>7;*iF!h~G}xhiv5LfF%?*zvJ>JMCh}MA+
zTs4%T)peUTkE2GrJ3G_l(v`ZF`F7Z2T1`0{T1to(OW}MU2ALO#udm2tuaHjfl}vbg
zW<lyDI<0}SXaAK+;w}Gc)!)UN15qz}`*1U(Zxz+$<)3XUinCs0`5rdp9IGh&O#Sz~
zL*3cDsikI$*6o)PvlJ)+NK;^Wfmp$VNAK~sp~kIey9+1|sx=R=+qXgKZ3>4H6-qj?
zsJIyVtnu~`(MX4Z3Kq)uzx3G3Y(v*4=t|DCe@C=iAE0aMfEEz-2(Q(?Q*%`~7HXgC
z#8ag3aPuk~o8jg>_Vdo>P#%?`2wVTW;A83H2+m9}%c$~MNRa@!TZ^S*hl?oJf<D7H
z!HVs}B8-&T7cFtb(mbnLr?^emo5rZeH0g1ox6NYLV~<IQrX<V5bERSdp8aDW@;2r#
z2==`-;A!|lC>FC}cCNxLS1meYtZZz-k&wJw2u0Gu!cFsG61(goP4fe!QurS%eoYkY
zsQ%bcut(b%&%P11ZrpP4#Hib`YzI$?`w$~~dS7ZOLK~BSLL@fS#|Xgz-;2k^X-bIR
z*yS(Aq*e$G8;Jngvm?4y<?&L$_q=L-IoZ+Pp43WKm>#S!YsdHVp+6?C#?MK*ocr~K
zxF}seNF+x<dQ)XEW(A&{MHi%8l;Z1d;dyOYzX!{|7%gwpyTJXC7xgXh@8A7Qo(ngt
zmYS4AM_=csjs0Y#+`1=ALlcR3nb;SImmyIS&%Au$z*FL+E)1;Rc5n;7>+qhwLW$n-
zF8s%F4%%@gsya9E&io0)d}&GNe5Kes0Ab^V-SsxhY8onBua`90kE}9KjCbnyZX?GA
zDB5Bmm0>=;1yqtcK3i5kJTJhP!vJU7?g_Kb!{-McI$-MIl_ee03;U6+99bhOb`Eht
zBZX?$CwuVTofEAJ@W!Rz-iZB=URmZY|J46;KuKy(?^I6F2J8)MeB3EE&)J^%_C0O$
zz$o_zl}BLz7DD_kR!+<3=M;>Ww&@e+Jz@J@z7M<moKa=o&UQ5j6#WcS&Pf}yB^OH*
zS6$F0xvRjRZJIXUv3Dhio?ST8Ms&-VfVhD4S4Z_oS}c9j<rwVKIIFWlDBq&1=~uH7
z6Cr}ScOG{qCe!|ZKe<;j-khz`DfCcIt|r{6R)h11vq{m5_uv=qod(FAGGnlZ^KTjc
zFPEb>ixM$yMz@3K<o0L}GCR-b5#wW$HL?XWkXDx6iEAX9gPI5La4vABm!0d)QAY0*
z{bMNa;A68aez2HmsBK&%gbL8#chJ<TZ^`llqYAM1M<P8ytMt#vE$ja0Ai{+HFRsh0
zxn228qj(9+Tubaupnc9>Xc#12pb^?%r>D{ap6~uG(B6V)qs;>Qf)#Jz^35iC2_5hL
zhX>#ks5pbFR<D+A{lHTJ>LiYDZs^hpYZ^hy)0oYoGsBPNWjXTJMMH=pPoqkD`Ua$2
zn9~7-`N>#%cSyIq5QyiO{XFtpy~u)rw)vSwMF!9`HBXOQ@+;^5@?HDpI4@}GUOH0z
zQKk%R{LfpUtM3Z9&wD{X{EpHwe96UOwX>=y49`T5m47nh^;6w{*}r7&zL=WwGABr+
z-%a`B7OXvDJEP)5JmA0t#H`z|>{k|Zh9RUBZ7l$3C6{yMdM{3N<BQ6FaeUn-`RF!T
z>IanzckMYLp-%|tpVN9yu`5OI^EG#DtlOL#m6g;|Q_G&Zu~7T}=e1HMEl&cYCWqw=
z?rA(Rfc0e<0*;ja%OHFcy1?q-XZHJFzIb)270ge@6_;bv40z|n)%P65o2A(|5ah<|
zgMi+BCR*WSp;atScJ}%T5BfeE+oAH2t*Vtg!Z5y7?HIrtZZB~PE4xb<E@>z(iz~jP
z`xHnN`gSGI3Uy+;vrA2#XpUGpKVYG96gG2vg?&6R5PivDkegrIAZ~cL=*%=&SI(~^
zZ@vnHz57<K%L2%2!v=s0CbeQVkM>sV8hkBt(6ZWEJJn_P)DIF!v7EvQ!{@Y49W@S;
zlufk^-$Scg*?(_f9o`yq$Lj@@?+$Kz;@mvL3F1MvB)m$%U9H#CZbKd7n29lnlTVvl
zv@Vjv=5|Pb+;WMYVBU%i?ur~kU4GRy#m}@yrNygAU~?_z?-!3{=dqXX*Q0UEqMA-Y
zOwd%8p$s`Ze?WBX9xAA{v_YSW!sfTNU7$sZiKzUxiIt`6z5iFXSDgZZj^oA!+*FxG
zItMGOr`Jl9Ew1Y?huIrz@9ct&!xErBYIB{DS2xuq;l#rFnPfjR^4Z>;cwCeCkpRrS
zX3CyyDW2ST9%bkZu<>6oCilP(dFWju&hDum-#TL0Y2b1xcV*>Fm&)Ed?;06$FbWwx
z%XOihgy612Z{Hv8^K6dPnt68}+ZpG=$n;$V-t1$Anq2%5a5ndG@r@gsteextK8UvV
zKPPzd)q!#I^(6-IVk|7jC03%ig?)IaF0GvoY2-Xs@gVUkLog66fyjcXG!y6@HBWM7
zZ&&wMS}Rzd%^7<0cmdh!7=etQZ=eIDP54+-wlP;C4{`L9N^3UcpU_un=JtOr6^_|h
zZAE(f&_se91BIe@t|h;n46cw=M=$_z@~qT-*%NnG@-5#1AK<Zprk9Pbz`3LZjfc-P
zTWL_gEhpQ>w?P*IPW>`R_i}+Hx8opocl#YT#ue!4aN2eS>NP)+aKAb=?ZcRno#zIs
zuGBj{F@E6aWGgH+&Je0R+*2iLkG~pw==8>PMIVR2c3B^&`a-+@-Weal54Yg;{{A+n
z;1W9{;~n&&zoNELei!!XS6VMmm9b`84d69XhtS7+Vln7tLED?g0X9SNb35_rac<r&
zCM^!JM4=xw4lznbgiqydi;R?_Kwa5oXGbNRo0qlhw0CZam1xr;6m7!4qP9YVFO3_)
zue(T8_onfXruvNeMHSp)@Ps4tanqxp#&$NPI#MG^|4YVCB3ba|>S68yJ+p*OKba8j
z-i$cN9p2Hx&=yR6<=GSBA#NO(*VuJ`zcrY5QG~%Uz<4?OVo{TOSwpdaXw;K=Sx*aq
z@Np%J(hVmDD<!aE?(y<9Qdlvu32VdnVcMd{K_)};rkG$F``}Gp9~yq6R54ptQ6n9%
zvwu;j(eTjd3}{`Zrd<O?x1dEW+9QRfy(&7b1jd?{DeE2S`V%7boZ5LmQ(O@hTT}oq
zl|jD$Ti^5Y`FN?R3B954+73j}kfy+1PYVbNKLw5a^Uz_{cO<U+^Y3q_N}AqTIixYl
z@lmAQo;lD0b)xSLU31r;y0b`U-%<Ti^5ZvcrDMUzoyZyosjVAd8!GgK_DM<lWc|fs
zJ!f}a6%?-%{MW|v%uhTx^dBR~?0zv>Eu(!;^|YFehnk*`e(7TNA*u!kDa5(00;ywh
zOGcPRm0{*l8Ru^+QBf&IV<hr%Oc&?U*G3e0e;S?4<zOv(ac0ENz~tDc@i-THbIRam
zrptVMS~9G!uQAk`_Q_`}8JFjH?R+nJY&|r1u>(>KKhNN-7b~rmh*m%c5G$CD4cFrL
zb1JhHU^ryL>oYD~eBJ*#j#!jOECG#RTVtlyDYy4Tq028fBNA&O`YH{GWi%FMO&0(2
ziW5gKM&xBG`9QYAS?`do>_d3(PPo&J*Zu}+-}Hhvi9&}cneqc#CCUuj10l90b*CSt
zqH14@cy-#8PyUJ8AXS9-TbFplVrMe)-)9Rspz)5T=dyqq3sEIlTDbJw5Ah>U4Y=OB
zRY-mm@rt`!M#r?sndP=Q5I55|H6KOjh!w{^(ZI+<4S7)NxT%03#X%zP&^Y@G@Qu|u
z7_WjtQ!=y_AM*~$TcIJ$5^vbY6#;xF!lHBtP0XI&rL{4m$ripHNC;g4T>(}K@=;jV
z?O@)LyKrC7VmnS@2af&%ftzXn?APrbm0?#-ScvKgCl9<qFOkJ(n;gD#=zUn)deif|
zoU^wF!8rOB)z$TN_xB_3>uP85cFF*~mnJ%=LrE&P2cQ8~{~p9UJ`m_c?dJg`V~C_@
z5_+v+CJPM>o$HpblO3f$?fI0#k(%EY)?MzdgsR?kOglf(Z`zGG5y=B6mcjU>jg4zy
zev<X|K8hl(k%j;T#dI}*xfI(}%su#bE6At;)Ma%@@pjw@C(HlN=Vg?YwK~RTOklVS
zZW<f(g!jBc*+Mh#jrEW+dSIfnkM}1%j`+<Zzq9~n?&EO44;FyG*B@|P_Dr9*&JC99
z`W<n6sE+a#x$Dx@m2@BWLG|UW@Mcl5i4d<X1p;K3^eyDL3$Fwe5+r30G778v`(L20
z%W4*C`^%5+VssviFHrNruAG%vT6jmLXy0eu{5IoqL#*`h;hlO>vGgN)1OIi;u4~OH
z+s|04v<Mh|TRvdVq!)JiL_AK7VrFcXFdP@x<xdpK`3a4YV=%8t{@D(CW;PZP??v?r
zL1WN+yGVbmArhp%j(md}^4ssx9*a4A#-qRf{Gd<mFoqU}<l5szNGGWBXQ-nEB5{i8
z#G3!hm9m6ZuKl6t7FX)x4Ln{b<6AvF;;$Kr@IA`(MT?9Ebg)-#zV^kX&+gw+`kGB%
z^g`9pZj?QeJM@jSIEkkHQ<0U>R7V4*9lK*O$F+xzeb1-VmEtj^&Ae9>KjjFL{$^k*
zj%)1hRMo~J^+io24nf^}`B{-6y|-7eYHR5@^$|h}N2{eCmRMvZ2)2gh4d~(%H^!I&
z_W{<;m)f(q_u-<guzG@b@jWQ~nEwA<>tn#%i;=eXq6Wt{=e4XxlMcr@_wWC=L{1{<
zV!$c*7rPj+RX#Swm@UgFDy$q5BtMfC`A>+E1j#2gJ;GPQ&N_xvzHI*QSgLksz-2kP
zMfa`z&mdZFWJwwT4kp|Ka;*Z0)zbck^u~FA!i|1!HtOLjVMNDEd{$_Hc)-`6+RAJK
zCiZ0Jb*0`xif78YR3ud}15R+cePNVFx3KgFa{OO(g;b}c$MIgIJOwyvly4pN;KN}3
zr;&qmOSZLw=oh7u;b#!ry?Ar16?8?$Awdo}$%EZ`#c)xV-vZFD)GdCSdef@T9)S?K
zKQnNt)zigPLg4~A6m{bE;Uj#7m=@^N`<`DIbm1V^ybW?3`|$REx}nsD*O{3f4h<!7
z=TPp7KN`6PC5`_(7=`+6y1ryN=rPPGu`+T9S>4Fvs7|6{QO3U)bglfV_35pPtV{yr
zP1WFU-_W5qs(YAbv|=xGufIFA_(c8`O@D0K>8}@Qmgj#s4<9Tpl#3z!_(<E~N4#}{
zY0c%d^i3#STaGtDq~!T0s+UHuKV?I+i|vH*ft9|U-TM)dVvcp;c{3fdit3h@Nr~$4
z@d5h<)4R%Ql`5_!NZd_TihBx!M;|Z!y}-^jz74eN0yl@x=+Y%81i|Tm>r*>)Xl3A~
z_KTWf!`_sxYv5isqF@{Ke^1pxK#s`j`m7l9^~y2k%u-=*W0=#2(nA)hyqrR}iY)25
z=;1r&6D`c-j)oxe$i4;+5fKoa`<Vfd%Qy#8Q28!Kii$q8gX13CZ9TgPm5Gi5v+tKY
zR&YQEZD&iDOfDJPxo_xBLM8nIk(WeX<3P5OCkFxDP)@{zIMx5X00mT8J|j^zD3$Ud
z%Fd|gW-F7ITN6s!9FM+k_oCoB{b**$YsNll0|$&5gJq~6Jkyp8$~3U5S*Wj{7m8K7
zeDRyv?CgxujvI~=yFc^=1i!P=oUq31nEKOmXSIu%L8F9*{=3~6{r1f2aYxcRkHr8t
ztNWBcpX0*q+GhnSFs24o9gI|CLRmE+DA?cM-|y6ClGkLT1d3K~7tK)TyPzUb(B^Ge
zGGt#0|B#oe>UYx52q?WQ2Ur17l+$?Hsouy1zsbzm?SHN+<xi5~Mzh=)72e>AD$jWC
zl}oDdiAa+YYjixLeNRK9>XP@0L$0<;@^agt8s5<1<J1G>C8Gc=YiW&)Ml&dcH_BZ)
zViM=M<cgFrAV02!*_fSCpUoztvya2DH9!o*F)V)6UGxS(Xj1?@M8JpUecvss);cM=
zg&B8}WzJ43H3Y)|lfJYodud@tTnu;Btj3@VE+H&B+FbP5Q4T$$?6;S8^v{kTGjOdL
zVh}=y{JWT&Ze`AZVPF#i`uiEjJ8orneJae;&=spJADEgG4n9@{Xw<a?0V+Vc{yiI_
z%mW=fD!t<4RXWBmxie@9?NI(*;w{7`MQ~;JwkNuYF8C(Gh`)PwcF&EV2vCH_raFKw
zAuDSXNThu2$rhTfc`K=ro2+uqs4&F&l8(73boo)2yC*yDM@#v{9TR?>F?EBs6YN6y
z&YKdaT`wP1Ik^bHW<P<oB??_Fr#XRxR<M$&dQK-^BAeEi>3x5ha<cP~?wd78CblV6
zM&#dPMmNB1Z<6=`Ung`=M8x8a+TMkgf%hWpH@?k;_%K3g@2F03j_z^sl}uedf)nJ+
zmg)bM{gaXW@qs}jBgAZ5riSZ>=T4of#LikI`!<ekx`(3&Hp;jD{sVDdfR!YbzY=gi
zLtWmERL;Z*{^NgT3`-ujlQ0-LW}I%0*!+gFh6cH*QK8Gw<5)L{{;JOpNzh%Vc}l2s
zn^~DMdr0m+eH}LMK4dk&I_?FN_x2mOH+oMGV@v+Mr&G0W&mrAX0CeAWol2c2BL}T?
ztA)q5guHyLXkrrACbr8u=sa_hK~j8}YUS?T+<6Aees4rXL{4%DLn?f;TFmUGz<e2#
za&j?6U9CW;tjr?%o0ZXAv7QupMz(D4BsV~P1;%@KE&IFDn@o*4MzwF*?ubgPwVO3H
zO()KvMYN&X4v0sj>M5tFsQl0Y*ju#ih))1O8+045FA?vaFEVYFG4O2UK#a)Z?jhLB
z?Iy@(mQEj^NSj$3tDl7L2cZDv<@ab~SMb`<%hfHqedwJX17ErJY3I3YmE@qX=umTE
z-V<K1Q^}O(9VM3`?=UDCz+6P3_0@`S_pNt48tUB-cPr;;$BBJ_NQBd$c?e)W1A{9*
z6W_k|_BtE5jaxAYls_=j2XK#YfE@t8CZnx}JB>qjbk^6m+z=wQfh?kf`}&cgVR^9l
z(-h?UDyT#$EKlTi&5C5NBxDX}Wai($a3Pa{FHPIH;f&SaUv~gFeo>L`Ua_97hf)Kx
zkmlV3#OPo@n*}hX0^})M0Z(lVscc5u#H>JqA3o!UZFif0v=sIcsN_^To^e$%8csRF
z?J5W3B(q_*(--903e564k*C<X8=KS80)z@Ujzu2X_NXVHznsro9DB&`?b%ptTvSB2
zVKF4?wYsh<vGkj0X<?%VSaHNBoV;?F|EcTCS!eGnjI=*5+U{`1w5BD8^aEGwwTefD
znk|N05Ff)UizMhulHQ@6ouLX1$YVQtK_Ke^+;H-U>FpW3*h)!|Vebba#;lHHXl34h
z@3A>&v@&hA%s<yBC$C^~9Weo~sVlub_tq^{kQ{wg2;ap_gi^bpiCz7)1aIAJVnRYT
z><}cv&NH%w%gZ=<Wl6yNaqy|rI&*X{bhh+T4cD>E<d$x=eVF=qw{hnLF~On1afi7m
zEz-@2@?L_S59Q}-bPQo-sf8K&c*n`aTJpe3S9s{`Zpe#7_Ykq@w-ltmSNt9}D$%qB
zF#ng3coNu9#h2D7i|pK_vkOktqSb(khf*~j`k%vgw#%EM%%A3f{?Hkks^LD}h`k{x
z+4gV8TtEP7)ur(K#lnVwT%lX`T}EnGH4Sf+kjMHkySu+L?UF<&Kg6wIwK7Jp99I8m
zEA)l&X6>kXw*VfKnI2EO<-@Sap5(@Hg~lCicBpAt+=#gr3+b<f*qoTxTF28k*B{zd
zTYsYDA55-!9qaKJ=n$_&+Qs?TB_!^XofIHaZ%t3&>iDeWoeFCq$*@XwAEr&OjPv7<
zC^I(hk7H;NFR%BL?SOV+6T%`Sl=4k9Xw1MK`^R=bak6o@rR~}GT>#n$!IGBU#bb1I
zT)L&-^pQI`E~%eFp0Q$;b6a<&V~)s!@?v4vM}63qF@eWkhj&eNk85GlVr+!ft2|)h
z%EABCA)LIvyIeHUqLV6@uF%fGlfVW|7}1EUyHs92i{RC3b=lMo@0NB=;W@)E**sWX
zv{}5Qf}GrhW`#?5k7xM6iEZ%i296z%m^RZpL?<Ryn2g|_0Wafo3aUFNS;0zI%y!Dc
zw^_y5`1mm{ef32DBhBRci_5?T=SlC%M4r3r3p9A<-jSLz24NPxMyBVB2etdEAc{b0
zf#5u397^+6&rX&tpuc}t3=v=TkKoSj6fv7m<lq?|c1-!YcnNmXJuK{#!WX0N03%Bu
z`+QQ+Wneu~SFe9%;qG-u0?*Gi_U|+mr!Hof+>c~^nB_<ou$`QUIgY22ci@s)nijhZ
zAo@HD&HpAqbYi^@+PZi)N0@Ty=%%JV%wB;@E_&`(q#I56>nN(BADdb8$^nRk!EcVX
zX&7G0#?<sn?zrZI>2s_z8Re38<3Q8s8rowceth=H*0Sxs8{(N3J>9xN@b{Qk9-vE?
z9x|rbQFw=pA(sAK*!=sc*KRGtVVgIFg@wS#H0&z1V~yrV6w;aOd48%`21z1)#;$Z+
zubNVP4#3#|84{{UFG?j>HstDuOByL1$<F$7mUI0Iy59@sgXlFTKL`=Czb7d|dcnr_
zju2?Oy-Dfy-Kh$XkAKP{u^<JbZreZauIqLs#GP67aMSzH3^n#_r!qh>5=AZr(Q}~@
zuXRlhL2L6nrdQhFPRx4Du8Yh=jZJ#?f)M&1pV7KX^m9?U*-X$RUngQyx|9;W?mKqA
zKbJyk%CaKi%W!uWx$GgkgMRY$tgNgqK3r_t>(|0vpWvaNxI%UDUo`Xw9)kaI)+WQq
z`TJO|%<k_dJsXqBb-MXUx=v0Cp(!bU_mjCA)geji!TJ<$kegMX+<x<JE#N=c1Ld=U
zc;qeLU}GC{j8#08#&Ry#d+o^w5Jq+&w~;clckRB)%fryCrA)s0<J4<+EFh>ATByC6
zI?tP)lcR~mMrn^k9wj?-^E0J4Q|FdmmW5g*_xdIWg10K)`YsiXC<*$Wzl->l>bnrz
z<1~h&qjihi$ubZO<|YvHx?*hG@Ehb~a-proPTAdiwhQ25ZOJouJ+DpE`_KP7)N9uR
z%Pz2aH^a}fV(JD#bJBho)2S8pF0@NC!3(3VBuNfOf?1{#=G1|K$-ZMz{|w=?XDLmi
z<}itbojCZU#*bV+TJN$l@~R=bG()Qd>gk=)GxO+>S6rzo&w@NbHLDwl30Xe+ZobZg
zMS0X@GJu+Mq5M9^#(qT>uIr1oW5!Uhm}zE$XDkD~j!CF}7TNb4DB>@X>)#-d(0}x>
z7#()DMyOxtx?uO;`*J;DL%#OS#MJQ$iV)NN&R`A?l^08B-~oXH3X1o6f(E2ewk)%x
z3OLm?V<ZtYxCLYr?=6em)jp4pP}iORtQ0v3tVemAxK~#GokTMjiKhG9eI8=E*~0mi
zk$u-QzE*GX3?W&9AcD(A(Vhff2Q8Mf^v}#g-tBWf?;^}l5;3gVI~l|iX+fT*gC!LS
zV?4X2kkG3KcscSL&$3dkKJ=2m6`l~u4JK`*r}{8v+a`6Q)hJ!|l4yRjgNWcz)nFFX
zqqs@;i-OzeUYjkpdbOEz{}kXaHm_fHAd>*`{B!h*fLH(3)T=Hy=88MyO9wZ08m2v<
zKyaeDK7^wqN69;Rgx-|Tw53C67~S5brgUUIYazJbqZptvPA#n6tb)|$yG~m_EE0k7
z374J%+0Zm4F@r;g?EVF!Z=gG#-nBgPx4<l8B~$Iu-<LFx;>AI8s&W@hXbIiLVsp4b
z-2&&&nt4M=cn!jRi2x7)W_@SZXXIWtb_~5|^g>hp_E!8ETW5aXkx}_0@yM>A8crc5
zrMvrHmtFfygmd&R9n*PSDyM_(`h3=vkn@l?Hf6%=3E*yRwHBS<Iwugm>%&M7%fV$}
zF%c@}*~kB$8+zQ*nW|B~T3!NNa}PChu;;$4R0fRi{bwd*WnjL2xS%%cGypy_y67UZ
z4YrpYqK3R&UiRkYY3RkM!TB;X<)-mG$lg|04NZm23hZNQ*qNQrJe^2say}B1<uNb$
z#y+MFCU2`8msl!e=a}JNZ;_gWs{Oz8;e;R*I4qw(=ViLWUIfN*3Cb9+4{bY6XI21L
z@%-u*ysw&rN01PeT@2`#NEJbvir4fFfHJW8&xO4o&Kr(6RVL=&&(^eQj~2LC<Y*Bt
zx%vEEFPe~&R<9`%r>FI@xlvB-$!M>&deG*IDj=WF(wp8Wiz!yV_t++ODYz|q>mcl7
z0IIFsgq%oXX_5%+Muhk_wLA>$d|)-LOnuIDGAUwbZ@J0DYAMY40r;Wk1lC*LAvGeP
zl%3bm!e>~az0_*oo}HXZS2Cfw4aaF8mTCk7Zonzvs4$4~E8TrNu`ZsTm1SsRQlzU@
zEQe5-LL_x_;LMgb8%Bq?g?J3^`(I%HRgxW{6x|CSOvM5y$@TVz9Jv)1c4qiP-Zf{0
zZHdJ7`&Ne`XLVg{On;~@O1?;*i%GqRmbzDW|6iz&D(~So4ia!7v7coUXmSk8_=e8W
zJZHeK2CV2(nc$IgW{>Mbq|hBwyX2Q>Ea`EA7_^U2sB6@n8So$EUBKb$0tYRL%go47
z)9Jewp6fD6T%TDP^1x<2-|jsX3tO`_ZTR7fssT;EW@W?pxbTs3^Pw%LjfLbo;DbWj
zwpsz0YKA@z7(>rR4~1A^=@4;8KL|gmAuQ_sZznv)eWGvPk)Ni7dviVV7KlDqfC|xR
z?UTo43X6+pULKSJv2g+S)hM+dC}U95DqpRw{YdIbXl#C{1sOnnFj<lWUK@C=PBVfQ
zUS)Tey>-)Fh7G<h1&Rs?71@Y2*eI!}sPF(2PvfJl*6k;6mX>FmS{00Aj_?RR|DD8E
zvZaMnoZAv)S#9AM|LsaS)-X^O;t^aHa?ruxE8wwe-bb}Vp~0fdYz9D;QyEueE$dgh
zK12$;fsiWdu`W2SB2S&7sq-godvk{Qou-A53kE-YDpX|df)-#tAd+o2Mvuii0BFOi
zGFfD>;njt^lUv^(R{=E+yD>9WF|*XX14%#J*9cXE1GT@-v;f2x(OaGs!^;qe0b1V@
z?rnU$NO!@itcim$D=P;qV>C=|Q_%8`H}Lm&K1;u<>TOsK_;EHaE@yA6QiR5-zY%D&
zOZ@bmAVzsbXM6vek;x5;@sPX>Qq%oX;<k@z#s<<y^3Tsk7CSf-QF7Q~^m=DhU=W{C
z(_aa|C;6UzZqP?aD=v11LPk{Z=}%DC%@uLboPuSp@${+Z1LErc(H&v{<5Nz-glMQ3
zre9B3JHinL_MYW3H8qmf24e7cf*KN%;~c<Df?3c2Dq!D+E|-CBY92;6&1uF`!)Um0
zt`b6nabjxrx0_>>v!l1vwL#MrZNSF%X*Z#;WOy+#c(dy~-C!dH-^5H=`qXnz^(Bn-
zVUXCGJlC&WpktOGq4KYULs&qf$ZGk29j0(<x*Znq$5GU2bB_5Jy;;}3<BYcNdRoQU
zL&^@DGC}Nn0fD*iIBgyjrNl~r9JScL(&>KAB_9S_cq#!f+^g97ov6FxC)_eP0S%Q=
zWu2(IGtE}y+7PRiRk5P1oGdjp<C)^+(9qLipX1U1l|KF~oef)!t{iZLwaB%3vC+0_
zJ1AOD*Quo=SyV#S?6Ax=P27@;)MwUAgge*}zoshTacydAd3DyY<7TWYb-A&Q)rXry
zE%?lUUpw$;o4I$T6t-$nP>x#rh?}=fEkNh^(FemgzU-F78HS5`PQ*Co3~z^mw21gq
zYS|OWdl03*2j6joVh!$;l~u<ZXJu)rq2W~3)Z3GlRc?sg*39I=>Zbu<*3#-?Nt{`M
zTpwZ)6xE(Qd1LQT95J%A)EWNybFVdFmQzPHHPUeBHcryZvSa|~K<2^W3}~*}a`>;a
zUtjMR<oh@y%16%*?Pd4nT%(oFW-0TvZ=O*07;VBWW9MwHjv(ty+T}bHxL`X-C`9wu
zIEDo%LlOfzAaZ7LMQ>LLE-!wQ#&m8im$YV-aNPs>vSz)}T)uI!;_GxD`U<qBNFI`%
z(ErJ<S_RjFY@>EIq<DckArSicw7P!xL$Hfm@kFo_8X9?7)9$%E*%~GqRrFishQOcI
z(CW#~Z7rJ{fQ+R$mo_re7PgcZA<F@J%ub?KP*2;jYrW_`y@-9Ct4!2+y0ls*MzOx>
z^}&fhomjLpv2<;q4rav5D8xwWA(%wjOT4N|k?~30-9Nt#@(lcYad!|nAOcMapamRu
zCsL=@vlY?5B6H?7+3^2vp<#NupZCs{_<ZfY^e%dJHYH%EfCp|0p`U>?O#@g6AVZgx
zO)>Be>>fXlP@T(%wO&JPrzy2lC<CGhSs58!5nQc=I6{Ss()iyL(5F<Op>Z~$D5}{2
zx@LKf5Izb!aL2nZyL_?yZdlwPA7@@ioz|xe4w_{2^Sc&VYlW6Q2PAg>YUvi3CMzcJ
z-#!<MjeIVsr%mb^{NH`Ky9Z8BGaz|~XrM`J3|6sZV97{gtNjp^oMCd+Wov>`ll5rV
z5UHCF=bf!2rITcpC!r1AFe(_)r*H%e5d2mh@-JNsK5)EkYGEKcx|N{$hQnySJ;bUv
z19HRhaYE!MK<rdaO|ynPcC}igD&%Qs^t1vH@9yng?!Nly81Z2s8zL02%eE~8uWow4
zVRiCbJM32!%T4H5A={?k7W*HtXgXz?xjG9i3dpm3>0m84cHR^F{kpw4R0Az0TB8c&
zDMLaJ8<?duyV4YHQR}C))H(x7I$(t~s0Mj<xAOYV+@zA^x`HjXKpMJN-@uHi8!UTV
zAf*dH;Hm{>*%%>P>@9s$)8pe4HU<~C!J5a$@*_q7-kNj8e9x&ZYu3KL@WQ=)@tq0i
zoTKy^5fOq_i@iAa^>Jo|GJ{xdaKlF$2Q*J-BgqY_h2TZmabNzherBN36<p`a*l{a$
zUH8CKr^hPB<KqlY<`w{RruZV=-wo-85d(!*QyB5!(e&$q#*~lZ#5p3I;)D~Dm;pTF
z8F1&_w;J>Kx1mNPAE*UUU!&56HWT1)XXWG&%5Ukr#Z7D%Dr)qQ;m@CIJJztL<2uWT
zRT)E79_&CR4w2e0>+>*R+s2$WtK0Cg7VF7hwCUr^8z4!dmsD;Vll)nI@MW(ZHh~s)
zKw`Va1)<=IPXCG%K&n!5!6d0A$JOnCZX^*x_3|PWxYF%?Fpr=PT3QLao<?$whulYA
zj#ZF{sKK{Ft5Xig|N4xH9sT`iXp$%AVf4{6Xff@(Z~jJ8*VAkN)+t9(iQ|g@7cdod
zLZ0pemngZ=!hPZ8n1=e7lf9eW-On{m?#E?iO=}c9nJLah_DyDAPJMmETw4i24aOaz
zXJ_M^NO5Vg1G##srm%UOot3~H`g2)ja2grrB8D0c5*=F^ES$%@qRxGU8XYQW2%Myr
z#T1+TgKs+t7k}iIl_?<2*|{R3^!7Lp$QR!}y7sq=)qSav$Ej0p%yC5}nOYS>{a`PT
z1od{%6#J8vJq%oQ(z#yyn5(I2SF=hpA_IfmX&f=N9i@<nPQ#e0Og!LKk#>I;x-Tbs
z+P$b~d!F(HG(x7gJx+3qRirO1&FYnyv`*(+d-RexBfQpo?17d30U|M{AvX`p>)vWe
zzkE{jiVJr;4>rsKxKLdx@B0fgZ=c(lV+G<_e81WJZ4g3fLbf+$Sm>c~{TVCEsZ1)}
z<q#Z8D~6QeP|{z*CAU8yx+fCXj@<+z4D<nkeM`p>)-_r-H>U`3a(20CL00yRhK@=)
zq}6JzZ(8ADZ$xfxv<t=*pB;8Lv)=Y_R*Z&rUNO@{`M~4sw$K^@F@tzh%u+IpuSp<b
zX3mpIgM7au5i7{D-+8zSi&;0l|LEL6Z%$tZ)@Z}0oE&k5-_sQXMcSuG9Rw-TLe*`9
zf(_BiGt8u>XsE$|f>S4C3WzzKu_D>zwPYVbrqpJ5ZV(-6+1R*C6UE}%tm{gm>GY7o
zJD{$tR%bP^%!HhXiQ+l5+{1@M<@YUDSL;dv<5RUw+6x3SMQDA=<D@9~ugypo4t2+B
ztMrt_a!W~?@p(SmA<;qm86PqfG_t-{!~Ccub!3M+%s2FZFVoR7a{3q;v`;S|c^LuM
zsQ%0MW@b)KSDcGi3K6kHb+nK&&(7v@6w_ouqXHTffNRi#b9jk)q#`vc1_oUudF*t*
zHnmMTHx1wNp`mK0io-`hK_D!=2WHwy6z_zWk;i`C3q%yLq=i9!;2(PQ3evWZ_pk|0
zlkkWJa|(?k6?3SPAsG?UvWhe+mg3kC3!5d4nkArqe1)R>IfJD@5Ro>gVueogLV+6i
zyIp1pJUwFb-0h`yUMrnJX6#b9O-tGjA94xB4|362_&0PhMI({qtiEqL7X@uP;Ez51
zotQy^Mz%vuO|$vAM~VG1PI@BT1?j4)YspBse<Hwp+uaH{MbiYKX2&oaKB(EREN|UX
zh;z?6b?Oh)yu&QEd{#*klHbcQyK5e|qBaF63ab%SsOD|MuQ!tZ6eqdX(wJy~+K&ps
zJ$+lpVo~#cW`FMygOg50f#-7WaO6g^A2vVvGHI_z<B*F(+@`?i^=&&-)9VGF8?Q$F
zeH4mcUi@{1k0>@g@2RNGQsFjF{LBC|y`^#zcAuu(R4$ge<0^RgDz3uCRy%HWLrjDE
za?r<PX1m{c`@Sv~(>1F~|G}W*4LQ%q{lVty2g~McTrVE$JXbh~k8RV;ojqc1V)T_n
zkxQ)?5T(aYW}NiBc;Vell-YrYIN63%O(_lGIA%hZr4{eq7uGgTVF$-VtLn#`kKdMo
zPvU%d&hU5MTjrqx&b>D4o}hwF+5NAi0WC%<?VPp$_Vemz9T@XlyHWQ_j9hQU(;YMH
zna@cd)MtWt0)>~p2+6PgF~xI}cYRyY+PmXg!9xr8vVqs$E7i;^w!>Sw<)T&YT`@cA
z*KMbx@DxW;y&n8Um?E;B2uO9a{Uh=<rLR}#n7fj(gGPtzHG)koE%L+sUewuT*1wgF
zi<4;(&Wlt*E>wGfyYj0M^ZKuS<r~uut=uMtsa<0mLD;Qg!-cKWPCXjLF9ydVKDvtM
z&Jmb9YeSAsZp?6Z>kV({7d%94YV@%^NVM?vW&9TQZu$I9x+8uy*EF)T`_0?2jV8Qz
zuF<w-iJ+~d&hAzp*V1~dX`}#aOlwyBr380(PpA2)FTXA_jmn&^|JB{``WW-O$;@Hq
zj)fPGl9LbBJ)Ig`J$v^>s<b{EquF~^x&sCuDq#*E>ak*Zg%<;3V6;Jf<zfF&_nFq=
zZUrF;Eu2@|fr93mQzwH`$^JY$s#uR%-{PvN%T;4ck<kXoqHQmvrMg<WQ-@i}HG1>-
zNbHJeeZZs94q3{~LnH48ncbymuUeXoY;37xqj#>ZF6Z>@N>)LaSh82DN@m^3tYkZh
zimvmCqPI?I-3Sx63BeI>%A`5F%8v>ghfU{y9Z=mCMKT-Dny(KNmF?wrOx{;{$da|@
zx6qPXiILNPKWib6)AzyERGiP~ZHe`t|5c51otrV3_k7vMN`3bs)OUYVR%mENVQ{17
z+>FG0g%)%9T<X$hOv&k}3!#}gnB}<PsbQamlr~|n)SZn8sjeo>M#C#^p*rdQNB5H1
zKD_@aaLb<aywJ^?qHH%JaY{qRE`?dSt*OOd32WvKnYpdG#eyY%Cb-<*hyz22b&H6u
zeS2leow3|>#(?4c`JVZN4Ik4;{_C)EE1c=9#_G8xR)2eY{Y^eT>9A{0eqS!KuV;2x
zDvf7o{o&lOP#UNSqK7u)n_IXM=cCR4?=d@k^PqeqRqXDrEE|zJ3AW|;(iem_9<Gv@
zdg2H^sj&B8-m=-0l~I|db4AbW_lT<rIJN{_=FU!VIVGiQ3|=n7#fRpcVeP-Q@7%5B
zl~|q~$)7PkG;S|*tL^EhCAVb0!F-m1eC621C;KP-ZkNO=dRM>&d}9=+go^RsI;F-P
ziBJ3N-okCx<~+OhVaR>CWF<eO>QRVzrIrz9#%alw(KOQk{w%!ysWzYO@YrK9U^qnj
z3oRCRJ&@JS$?yFKenYj?AQ$}ND)NQhsXp%X<4|1r>~{szNR#O2g6X?k9n33p^Wtgn
zSc?sOJ}FA&;%2`q``32BLLYuFrt;{~--n|mODqE~w~ZON43DseDSlus!4n<Ae!Q5Q
zi<jF|wt7c8nE4WXCMUPlR*jxxT{GruvTSnD4v$ER>e$BGb#G3&^0DBA=>{q9gTo0=
zHLqP;Dxb%sue91qW~nLaBocOZQm3bvq7CTbdcT=-k%q02JGkaC@={7ZbYo+0IjR51
z$`&!f-2VQ=?+O=n7oTyw`!wY(*(^q>SIWyY$Wv0Li2FVl7rm3CYj?+J)Z&mizXt73
zRsmhw`ndrSezu$Ef>J{WM92PXAC#>Vl3pR@Kl-6G1&%_KW|56QaoDhCYoUr*k+QkF
zyNP$-)?bx-=PHA*TFl;93>ki6uc7_u)VueX)uQ1^tj|`V;np9umAu_@r;dYCu=0IP
zt6h5Fgw>o9J3nvF^-JU&;hDs*isf}o_gI@o7JmKS7Yl2N&5KxpRWp05g~yC4t&}jY
zITSSCIn5EQYEWQmx*3}JoNd3>(O*oWjJ;}DDSdZI!3bd+qwL%|S}e`=5aryX4Smnw
zw?TdNOAxk#Z11&62w^*+UFp*}zAzdfNhveRNN>nfh;d&bxl}0w8Dwbo`?m+PLlQYW
zgXC|kb4)$Gxx|^6UFW#}XRIH-VNJjhIe2U;p1ds{F6(*k-oC%snvgh0SSKDwN%K|A
z73}6J4XjI<M!tNe*fhbq`)9-Biq!Uoo+HU3+qB9D7k|<VCeKeE_YqENHuB6WuH4|P
zU;WBvQcxymtlm(6is8tGm!--#RHiQr#m9ZTs>7+e=<=)Xgg(oN>P_vf7umUg7^DjK
zqN>G9yhg8Y{EYOmalUXPkeIUay4!}YBDC*a@WYPSZsW)t&k(Jtbb@VrS$YnC#rw2d
zl9Gv=yJPS~30O7U;RGl<UbgP<Hg?uQUPEYMsrM<QO)b}1UBg@O(D!OtPH6M&Wm6jp
zrsKlFfm>0r-mb&DQyvsaG>JQ5XyJ`iM-+3VXFU6UhFT<~Y|ch=&%dY8%ci}lmHXiT
zUV5OqI^fdr>t_$2l{&?~%VAvS8;c_<-<;HB8Ob>nC`KP!K$v0#F%<oyjDINi73z!y
zB<VSfvKL=wIWwPU9npNTpsa0F24l%#eHiTgQ6rb(47ezlnQ=&^lwZud1aa|?<;7f%
zO_B0;ba9emDUtf#S(t?~{K7$sHhtjOL$fOk3T%vu7Mx)>{6~Y2$&gq0WIqu7Kk5s9
zj_DRq42@OP%M{bsYtNN#7hyZ2RY|hv>TCmPTU7OBe%?=bC7+G=n4J&1;rOxkBD^6C
zVD5YV?`eI%U5!M))mNuhO1&3quagJoB@)9q_LZ;FotrFF^JwKhqRsCqnGRo?xrf_a
zZEuBhIlVpdR`u}NJN6z2WscMckGb87;+kW7^H<lJOXddpX^y4IbrI}v-!B3zS5!pK
zzJquA7s<nuh_9l-NvXJaPRnBwkb8b4P5p4~H2bnc2IS}p$41tR<a4$@@$qiX%0`&Y
zlXF87Ns$J2(Z#zn0`?+Pr)W5@Ms{7pAC7U?S~IH@ifIk6&!WF;pZEfrMSQ|j?pH%a
zZSv}pvW(RUhi{7*x0VidKDGFni`Wwdwo6JgLmmn3A>Jzoom@5@Awrn+n)mwjFLY^U
zpoRmFFUViL<xbWhkYi*iR>Zd30O0i1%(Lmbm{%nYAq#JXII7@rflg1)xQ14wi{|FT
z#8PEdV}I#^AunTqrMxmpEK6Bh-%82P3jIqK4W=30%T2RaF<DQ4F@Jb%cDZ8?xt3P5
zr<d~%`jkDS3@m?1`V?lk6UgUCjKlvL9ceI!pG)(Nh&jOTkE0Gjm{4Pq(9?xG${rb`
zd^NgPY<GHHbbdg<H1a_8y}JCg0*D$up!9#!)}P&H=Rsje*0}O1?8j)z)BF{?QDM0y
z*V(1b56b#q#aXl}CtM=xb9Ff#KZ2{5Hb$(2t>>7^HfeER`HI{1Nn5FfKRUbqC*hM(
z%WtXf+%izyE@sQj^Xrqm7%Q&vG<R&1?)0D#zJFqK=i<15kdK~$fgzbv(rj6D<CNS?
z;@i~|FZSKEGR(URU)h>8W<^q;eue$8`}FPPo1lBDqV`vlUI?c?xT?cYz&=&_F}Ajk
z9XqTud5IW(CgR9}V2RbuxbJ;A4pj!I>RYGWCVS;@+vf&#$xfz$;*M5#r?Z?ClZTAa
z#Iw6@>ZG{o%B2|xH(V4+?^hnHsm<;Vuh+as2wVgu1B<<zSGJ+Q-8#G#_3s5|{EJO3
zvxEvYF5Iwk{GHt&rDhP*iYbep-?UAc6En=?icEOod;z8W$C)thOn|ubOV5tFrT(V}
z-_N``@>cDz|7Qp>*qp+G?!C7f>wDKJ8B|BxtfQxQ=Em_l8iUkoeK+kk<`+%lg#y#X
zdr%5!-4mG?e#o^d*FF+Rnkb7`nIBr;*=Tb)f3k;3^h_@WyZhREafF*pKCsfH6`xsB
zHRon&ktlW(p8mJ<@EDQTfC`H4>SIsuN+;P2=d6Z=D23H$ys2%F$-N|grk8og_1@?U
z`OyceqssD`>cxe5=RbZ{KU^1HpQE{dED&F5D0{``0_xj?6Zic3B9`-NYHBhtyYouZ
zW>Ow9262*Af5OcsTWvAgnpQ!5sYnp_<-fg1_MMSgc~NK4F8`r!5!$4#NXC&jX6iz?
zKud#1_vTPheTpL4$!Y>^i~1G@OxTR7!Q546N)C?JKeYZv&-atrSCZ}K`uOahZ&_YV
z)#j97JFoS3@%Q+$$XQxp_;s9ek-6rpo_E4sZ)~<>>v&QSBdR4b>h;UCi+9-+NWB`K
zUgNsC`7!sy^Ww59^s9)EO43!wz0Txm^s3ml77f{^Q4F#%O%CUhdM#&qyqUTk>K|d~
z)#B9V@B^yFKD%E?74vKoYa`q=1bz3qW?cKld3OopX~a|C52h|^(-hs2T>UGxx<zeY
z<N|VgG3)0wbh!ouKNA76eEmGXObj||eCOWfWC)rb2xpq}TRVmYoj2A@?g+d5DeN-*
zIvN(*IBWNxNYH(IQR}6Hu}hJA?U8*>)AYkm605cct7cPD^&f=}71XN!GSU6Vqwr}u
zehswJ+2`5%+4O-~^z7M1E?Ev~Stg=It1X2SQ*8;Y7sx|hp1q<PTx#3ynJ!AX4Cx+{
z24C#+J+>BK!LYIPm9^6ci!3#idE6Q;`iti--?4@_RekCX)r9gr)jW~?olkFkIrGlb
zt~sj%uL&rWO^E?~RdH+;NM4C*Vb?$Wi}mcgw6lj<3wNu(z?~#@g#CDOg){PzY4FVD
z>lgkLNf_n@=fRjaO*vQIeD;pxdp(+Ozt!Koou+eYo!H7$M+>o=^Wz<wDm+_>Aoc%w
zW8%s}&m<p_0mF&K{BDRaEfA4dYaWE~Znx{@zW?If>g5f**E7q<BU-^+!R0=Vr>^Vj
zBwhlGHsAhV(Ol{WQQGeM+%fQ_ne%1)LZiB7$Ahdh0UW{l60SFLq$It%CpoofJE%#O
z9%pFlkSN=Ub4MATlu7@8mA!X3+ua{OoK7vRRtKu3Lrcxp-l`NuZGsScN9;Y*q3)Wc
zHA<~2O2m%6I_%mcwX3!mMN#{AKGELy_xHzhJ<oG4SMW)4=KH+I>%7i6dQ$DvV(V96
zw2Js}c$j2uBx7N`h`3;My>3xI!?FPO)M}f#>!K--_>~@2|CP|a?M79OH%)UtLWrb0
zBTiXBtMgSt3_TbXhAbAe)ux^~N#XXEHW}c$r?}u&n^&zinjWPN1S{avr(+CmMs@4n
z&U$z=i&;JmEH|bqAgA7SHD53PF{7O@jG(MLcDUg~ANVJE6ezSiIUoSW7wb-WlVF`^
z!>$}Fr<ZvcQeausCQnyu%dB*H(~!!<*H=11oHym_{%;!qYpT1sd#*j9OZqT)Z&`73
z_vi#9vy;ycDi_#NhuB<g`Kh~!!1-C)JZAt^yhAOIt*EF1-gEm_=pz;#%BH~23W1cV
zWvOFv>+_e?Z^moz$HRr+YJr-6`BLD8t$+FUrkA+;rmxDTFLj!afyqR62TFWnlX1n1
z5txayiS^QI)KX^r-WSaI!e775UDf3yh(}vy;o*#{1q3^4CQ4H6J}F`=IeAG-G_f!F
z?PwlHp14wG(g4cc2I|U3a%6E_eMfUWx8<z9S5S#}N0R-hZ(tjPx)==B8a-^UEgvM$
z$e1LOcs?TYVi@f`4N7^9;0IBnqV#?3NSSm}{WYZIJ&|jympUYvf_x=|b^;fj(z~!V
zpImCYOxmYiZl85*TV6aAmnD8mOJu#k6E}d$<Q+8ba%E;Eo#yHj%^cWmo2at2>cCHV
z%cBXE0VPX4{~$=^5pQ-@v$V%ur}?pJx3eg&4y8kQ3-y%~S($^Gt=xm}JN&2m$bl8)
zJf^(RUD;f@SIB4g|KJ`EuJ8G{cI>LgA&=8$EnFRZ_s4p`I2j6b5s}u41*X@y<Keeo
zt8vC~hw2N+6*idK1WGq|*R<pt@LZeTxNIVvN6eC{%fgIm&+$&Li71Zi9_lSwcskl8
zaYo$6{Zi|I=^QnIla@rZ+a5(`aV4lG_gq@`M4XW*mfv4pO&ln9d5A{aOHBVbT`>_A
zhQPCbO95x^fJjW%^^f&{+5YrqT=8b?zQX$c;t%>GSpah*a{)d(fmwDoT#4<1itYYm
z9$6|goz}{hXo`uJs}zS-m`~|YwqAN%ZrsUblnT%5xSrRTYWy<X8OC5$@Vv-49H>Tl
z|7x9DU&q+JpN-7U<?|K4f2?_r<LPWaKUXPgg-loeKjf*dd%UI5to;GAoK5`Z2%m*J
z&a(C%kX$3Vvu$i^$EI9WfOHn0eHkJbjGWXMsPriARmlCVKBAucw*H1lVu^<5owK)H
zBUeQyxSmZP_D_3d;Pe1Hh)&iVhSAoRho42Zx5!s=yUT|^_%*A#uXS~Irj-?W&znCx
zh-oAZpjc@D#Q-)3pwp;d**b~ouT&Q!>rHvGOhFA{A&ijEhq0*p3hOncG<t)?_Ai0!
zIcbBW>e8i*7ZdvdWMQh#e1eXeHH;^xpxCslIGic$_7y?7JUJ@jxffsG@7BMSmJG1l
z$>#Cyqc3GRQAYV#BuJboXh)Ly;q;oQd6C|<!9AD@XCNl#Qp_hJ8n}I`esin?{=~cs
zA(pOf0@JglwGt`v{t_ubCPyy%BOUM8j<~O`(u+V_Zc|dpcti@DY*HD{@;fTq-l|?A
zniOqyk%&dIS_6$5a|HOqu{{|eVtLyU{2=(gF!N2i7YwQ8A5%ZLFEMeuy#<a-aDxUz
zhsx{q7>dap9M_6hSXVai&Ls1C=t~jvygGtU`gF>U8;|wzWfxcV=&L)a;_xeLE#Tst
zY_H?))U%&zci*p{4rP!0+BEGlvppK1F`Zlszq;Gh`kTCzgz=IkPkQCdB=to66PrG1
zTTPs5Dd<U9&njKR8%3APwW5-e>h!qyyN6v0ihmRozbhy{eq2s5O((6Z*p!F)E~_$i
z^Tl$5h7<6J##|tE5rf<jMDB>pPK9=}*hbPzqFL;y!_hf}zW$Wfz5FX$RGG@@aC&q$
ze&y_-Rz$&1$=x&ev~?=wB_#aQi^eH~UNKw>BX#V}n-?jOW$_eQ7Ns=Vo`0P?Sq|oi
zv5gHHt$ue#<L);MO-^$T&C8I?i`1DHLN1$>d)`QU{FtVG+@{|2(yeosfJ&7$vzcsQ
zH7|HX-Et9F`SRg)Y3ueGUaMzQl-DaTN=y+lOnFGdh_ti6kHo~7HrcUU7venaG2|6p
zVke1=di~J6*kM#xMic}2{!$VLW196f<0*n!G_MP~gVor^soc)FoPqC&Hg7{d!}ape
zAIrtkWAA?~hl1WZPLT!>rNB;uinH-b(d+Q%Q^9GvyZ)I#(5eF4ohMU8!2Fa-DO-Hm
zYJqC<gSn_XP~Z{61k0WmVT<Ut`h^lyPX<#_D<~b7A9`Sc3pGcshpRzo?VOX{DbmoS
z^Z8)89-xPV>-iMF@C7$?L%qllZewh$wfsOXRZV)?Qw}J$EG>79hq>bX08E)!V;G*?
z*)tp0!Mepz9W?-<2Jqcam(v-uM<YjCj@aS}En;72Y{`!7!=unDdVW(|$tq$qX@&0u
zbm^&ajUF!Say`33vlih*v#cg$2^vB1J)ro3N{2_wo&z(2bgCQ|6xnH2QQ|&3!h|0#
z$sOu*SEjjK<Hcy>U2f~na856aPB;x-cE8#)Jf0-MEIK)HadpqoI<&<R;YC-1Kt+=#
zQAbCi#v6Ox_zt-t7qpHKpCF3?kE00MSp+>d^OJv~%9`ITr^tYfKNfx?sjE}%(bx}9
zLSg4y*PYvNg+c@b0z*HZ^A}Ug$HiK`s;Pk>jN5K?MeL=Z9R^a*tITwtcBs%L8n_tB
zEM8nqgTv4zW5q2gm#;%eGfY>KJo3g}whvB(U4y#*t{%@z!in?ey<~4>0f_=#Ksl}_
zFE>6=8UW5J^d$W77EfYZxbu99`YJU?Lfh;{?Y(y!qbo~W-*FpR^(N7xT&J_nx4j_e
z1(P~x8&pypD;HPH^H8(h3D$rdqkYS~ii&E=-^hxepZph;zN{5xt_yz9;Mc$zGo(Ve
zG_39s4P-Ft-l;p33hZCHsy6XrFuYQ5*lTioW)A8w{)nOuJ)B4NY9OTK0pn0mp}XXa
zzr1(L#3wZkCWBQYSL}^5!=g6TN%*XG?2x<^M4f=e(2>IlYsJ39meEApz|OhTpV}<1
zf_E^1Yfq+=KhTNqKPYOIx{t@`0Y1|8V(-JYYgLf>1w&=cQwja?KPme<dG!8!Vy#G)
zs{bCqlwXj&rT?C!u#uZ4rTLGzlm4vBW}~amoEI98&sx_qOvr`W2GgAbRY$CDK3XRf
z(Sn#W8|9Kkmf3tyJiL-V!h*H}Y7M7ZB&+?a{m?V7C3W-@Y*i(QwhM`KPF-4Vkj<@g
zKI=6D-@H@d*1h^>K5-VYxvjib))df%)6OGj788?wNGO6>)9D7438i?08<FZPuU_4(
zH?;|ixE%3$?DfiK75I@Jdwr8lC`pq)Cg!FEpGf`r2BRF6TSbcLjbW=lE?Mw4j9c^L
z4D8=I8ft7-nHN0VtXdw4j=1Wx{&Q#aE(_c9W}xHxycZs|LluLi*w%5~i!_>n?yJdv
z)Mn*TywdLIlJ%4uiuB?fn$6(=`T+opY?_=DCvAtdIO=E<h;f`n#yik5sn2fO0HgKr
ziziwzK~voRXjAvB(=95K!Uw$AN7o<GhNVYe7CLM`X;SdcmdKu0DdFCahATvMEWO6p
z-%y}DiY(OSv@Ot`I3s*Z0Y{+q@&mkQB1uiBR5fbCd0@hoA%K5jS=hV?Pd~l+wh$54
z_%Q`Fkk=2%mJgGs^8nFgoxL)x?Y$-fM{F-1N8q^8u1-*YV$$<$>(Es{gUD3QqHJ0N
ztPloX6Wa;=;<^=WCQ6Ry4M2MW?3K4Z+zjf|_XV`Ax5bh)StN2n<$Wdd9Gi6cD&8pH
zPQ0YU8;RTU$4gtN#44-EV}Y5OSfiCTkqkoUhuwWMx}>EPB1;=0`&b$SE=tV?*g}+f
zsovx={VS0x;qY<;L4~M6bnLMG4o^O48w%ArRO?tL&b~A+XANO%uxrXRjzzkhR7gm&
z?=ts^W=9((<c=dY5tB77kT~$Gco7SJ{L>1+hAb^O&<BB3s4i>8@}UPdZ_~T_ztVeL
zI>{=)6RE=+tt~2$yFB#FG!UOv@lspAs2{gd7N(|KU=|0=WSeF5ux0e1S@MP3`URg@
zQCMwiAMB8Q0w)*kv7Lr^8m1x@%Gg73i7UqXULJx^9H7eOi))`Q!xtY|g%!S67|@}0
zrUC$B)#XGo1iopVR5B@i$dB83U^oVVkOv(8-0mE$O6j>4sh_6bd4IA1xceqmYW|OZ
zlrno*GFw?tA+j|;;yc)|eeb}k!WESSs5?1a1v%XLT*~L2wOl2R<nwF)QNUoVcw{Mr
z*kTi2_9<3+gZgkv)^poUGC#_s%%Op{uvxOXbBV2+h^x{y7%`aL<x6*p>;KgB^^v6k
z!06xD*>_KS>rvh3!Qy2ljmBKATTiWu^_dnlU3JXH<7Ibu8Ex5I**M%e_(bE&!BlyS
zK{3@z!(zmq*g=hl*#u(-gD)Oplswm!9sMyd7aF0sB1D=Jm^!vE9)zk`jyV?g&gRey
zE3xn@S~Xk@$q-0NP!oQwWe;YBaMt|qXTU&rzj3;CzF(uX5W(1Xr5#@WwxoO7l#VYm
zO&bUl7y<+P1c0Ab`0S(?#0e&7GesZ;eX!#8mGkb{p+KGla!p`$8kz#%OT69GDAt1x
z48{G;j^B0fb5Zpu*~$C(SwsDZmhbwTZ;t+e!K|4gA1c22T4q{MeC|aK?;9ss$~1w`
zWAAwod{G+EOikjcNWE1Q%*xwh>735<cI_v{+rpA!5Ibe#``Gh3)G6c3k%Ik<xVeS3
z)&X1XyWh1!@Uj56zzJfjn1aY+UE;MD43k>5aV^EStb&6DvYTW|V<7$`Q0x)ehe`!d
z19$+pa98CAJZ=U3Rp+dEDmt2iXj@%ESoPlMt7xa!1ml;1_|17mfi2;Z4u1@sH&R=a
zFZZEv`Xj=OKm1DVr5Eq{d3gMOeg(LheNhX^t!c8Pb<CP8jBx5W5_l7HOG_`SJNt9!
zd0i?O3I`*qX<>Ky>ecitQgRS=cG;bJxVr<7h}lT9P&TMuoPOFz>{*jKaSp?)gMqma
z{tVLT3t<_rRaB{y13xK*S-HIWWHqLy(Z4)YJXT~oE{F~6*xCCekSxQ<$OJls@;5*r
zaUdRcE)TEHO|LJ+7?A-{kWYwmA7-$^jd7sb$}<%OwU}4CzaIC7AB6<^2!dFmTiCCt
zu!BDmnTP-?(Bj2vi9*q)tE~Y5HbALauJGn(%Udn^dg_wNvGt~r9S)&H&NIottL#Ux
z26a3+WcJ0<>o@0F#}?D;zQ<v$!&=Cp`1?f!a#O5xK(`YJv=)5j2aRjhEqdM*kLQNf
zeQGgx2GDh|oTg%W!$lBTzW_}R<DgaLpjGD3o_S3hkskfX0*LR$kW7K3MB&9MQ<!oT
z5KORic=%A}TkeFnDhW^S#~P?400~~(@MzMbFTZr6Y{Id)WufG})DakGoaO0A0nk*C
zFb&xZj<4PuccwcEgAf+~at(S4mKzmrMri=6#%tp$5>nr-$Wjzs-$NOssR$;|&7$B7
zgmcX~=awI}@uA%z`S<nDd>an;s-gyHgb1UcSC#wP`qrf5zyyf*mW3yr`vHUwphJry
zJ-V3#V+I_9**Co3-Nyn+znYkj3{-7S1m-}KR!Ix^EG!atmO|ku+>QW#9pJ;Q+tGO)
z=BHtIT|m_Q;sG4Ijy+U-;dwodR)L*X;E4@zY{8g-*Jg9Mu7}<l6vc{?wK5QF7K?nG
z0{r^rZ{v7W+niweuzUHC;ISPQuj)Wz#R8S@G~{HhbmAJ3Si)(X^HFP@UzlhS!7JJ-
zrZ!`x+7?GPy|l4xN9^g4WhzFSbIfE{<*rrqSn&!9c*e;(*?24NC7p$8lHL)_<TW5P
z;OCqIJA)F(o7>MiJ}KP#ap_jnCD}9^S!Ooy$F1{v06tK#(mLKFJ|g}5t6A*5?@^8D
z*j9^I_r7a6<Qe6DLR|aKezeODc&Su=BrqF9dID?aPR6yZeQn9t-^6F-5?6gIh)@&)
zBUg<?aI@}6iVVzwq)VySK-zfnBYzR<5T^b%s0*zU2NUqUc|kwvB7p1PrHdGQ$&<lH
zd&eN;eWrNpY+>_4Ve^tl%eY(9cu6brL^4=^EpB0aJt|brfw((^sH^-l0b!g1n#YH3
zHZNLhi%M_@rA<Mh2*yiO^%^cRvDY?HMwq%z`VIOv?i(YnN-4g_;#CLfWuuu+ej8UF
z5r7Ze04NDp$$N4rv&s-eJ(a$a6vJJ>ar-ehYYF#N_G-i<wk>@utFsgD#i}?%&BN5E
zTRJbiErOE@8mVVKQEk(GfE)!*i%I0S49XCJY)yUU_MD4v&BWO-iogY0mj2GEbt<L4
z8-zb#4p9b0fj|Vr&Cu&JP3<E#fKb3)T76d9<@UEJ!B19(LE?r%TU4q15sfC#`hWoM
zKI;at-7dR~<=XL2whIYuZ~6{96rId$6Yzz^6J~8MaKt{=(ECY^$I>`i6gtmNKF&9l
z%5mPAdDIvQr;2Zz_?q>^_SqodQ=d~{JEzQcPKAv@nbC)d=ZVc^M^BcMLi`2AS2u%-
zv}-_Z&$?a|O&6J16X_itO~s7T56^-yi1{_}Xdh`^`ptgkaUbQgz5$^GJ}fe?N)Ra(
z<_JX`KtqChBnYm7-6av+T3q0XZpIWdr(kSX1}M3n87wjZ$Pl1b!ciLhrq4P7Mtq~I
znC1}`D-<5TxEb9#d5iI0OApZ3(=OoW_IHowX&1=c0=MYnr}$9^U-xo5mQfH_)XldE
z{_G27zJC%r(E(U`HNNjG3ap8}X;w*>dS9@*-+3Sbo=Xi+ofBmKa6Il#G{YS?r4Tty
z1}cD4-@F+1J}fdRve4dktk-FKb+ZccBfuiUsfvj+7oOMz-bIYIr0hs$0_}D9P%N;o
z;QdEsz~W%)Q-!&UeeGrpo|?Ldym|>dLQqOJ^Y`_Y*yPlu;q9`KjS)I<e=K;c`^2)F
z21oO;Xtw?BqJ(ATaZVxNc!5QgR7bF=qLHemF_ynfLrHfv^YuSg;e!bs)03|KiYENY
zqbITein{jecd?UM?9QGkkv|C3;-m-Q2<QL$>V9<At}<O&=!q+Ld;u1cJXp$d#_6&|
z=M_r7o$-DASv+`T{9+|}`4GT%7Rpe41O}RGSU1b%Ev>Z+M0)jLNF%6Frw4|g$%GJy
zPgx4g61SRxXEQDI#Og6d=_5wzF-CJ?!5(Kcsy7!;3%bR9P`L)QA9eu>Lo|f&Kk()A
z2@!mxkN;>uHPB_^-29=+YWw@Ay#IS_o~Zm~A$P6^%6Gy31F>SiZ8#Yq5U}&vm#CQD
zWBtl~B&2se0^JqU+Htq?6u%V9D~`aP;6wNoM}#$}I%SsfqY3T3!FwU~H)03jv??yj
zl<CKwH0Eyas+?Z}oTZcs^wpj4MX&D)Am5n4g#eFqfQAgu^FmeO)a-Ew_Cv?WD`s(X
z-K=7AH(|OGI-~@qD+u@@je$MV*Ug5kyeRN$!dZ4K9tKivmZeN|DpW_2h|*k5^haqm
zTs~Oa<ylrCD_ZEAmYKPjK?T+|>*?I<7Q7<;3xv&Fz^MVMF4~+I+g0$aq2U~5*e!m+
zm|opwubFQy3hC;}QN7)!Y=J#b(2E)m(S6w|DiU}P4XLovkiXetCO_n25^h%in6#Rs
zxaX^(Q!|&dNwzq!N9QS{DSD#PI}yv9fakNUTX8{+!(Ge8XWka&!a?r}(UsN(OSiUm
zMAv#Rf@iUW;BBZv<fN8dam4=4-m2!Wsmrwoi||sKt>(^+ZYmrB;({@qy0=r8=fAwS
zw*{&Pu(AN#MnesU8^*m-nd1)Z9T*&Pu3TUlz5X}9x)pVgIvntMGn2Zpjmg3v_&Rh&
zk_Di4U;voZ&=AUPD<_4!@m?@S?dIDkey@2eEH3?m9LG|2iND`;!FNQ0zTjnMh|zM8
z;*rCLgcP87e<p4JC#HSpH^(%VJVr_ot%;f0DJ-0YU)0uDFsV^M{G86sx9nltoGV*b
zULCdtury9@ID@ZahQmz{Ktn9Ue|;!09G^lD+XG(<tc|$-veuH2sM*Yh#!2ct_EdIQ
zc!L11#&7yC4h98PN~|6y?Xjoa5Upoq5l&t=U`lk9jvW}30Q9!AT4Y}os;!hZA7z<B
zx7dh#mgH)G^6clU6{eEVk{>KzYGu<`PZ#ZMg&&KIlaoImEE{nKi!ZJ08}aANA@oi5
z0g-{0Fmt){fDU=#@z-PlkIuZ|P^mWdNz{A5U`THSnd$20`7h5hTur_USSV}Xo*oh1
z7TL9oEl64MVtd7)!;&Z<nd#i}zDN;zEd)eMfuuJt>u(IZZ0yekjrtnUhA7_0ue(Qx
ziVn@qF3(Q9@&R-ub*oGr!@SS)`cP}Kz1Koi#y4c^4(B7dDkg^9EMuWo7+)%yXdUF~
zot^3WAnDeq`s>V9pH1K1qp#3|B{GAh4g!^6&nZT4(ET$ty4J-h;2v085#Ybj^WFIC
z%m=|MJ)Mp@y-r*-9j`^9E(JZ`^2D~jGk&=WkX_c@OU0Q!*@99IlCFW}&`0Gcz;bl1
zL=RN^=#q#Yf)y;_P2*+-mLdi~C7tQ|2e2g5I|sTxegJ<c-YR-^7-b)U97ckJ)xG-q
zXZwOL`X~B(CyR=O<;M@Ag*L<g<_^Pb3SprMwTq6OlexMF;P6*@w&sv7u6y@VB?49U
zO%Hcg<1$mYjdjyZF>OeOMS-qjszB^uZo5iEMWyfDJbyz#lBa1Ys2~u6mdV05zViR(
zF17l`tquo<bHuQg$=_27kXc9TqQKjjz}U8_&|F()C+7Ep^jxlbAt=Y&*&q<{l{BKn
ziM$nbb1efE*H$f61+ocrY8DWPipuKHBmW8njKP=y&4|XqJAJ1e_A0=YuwlUFFle6#
z`QNnyVf*PbjiF8{X-<q141G<GITsM1844O~`2^b{z{N}pr;eb}Ag$Q6#k)fyJ-ncO
z?K|)PcFm-f$|0ekG;MHZZDh^QdJ4By{W~^V${>3w?Kh890F#hW;#}8vW38u8c|gcY
z02t+G8J@{i4asC;TErr8jToSum}uyBq2aN+hmYHUjbHj%eXC63{NTT{8g@5K<k-;7
z+0EFblqLTS4^da)oSG3SW?SGD*6~JlOov6L$be!PxQ-IviTd7rmzo;KJG-nAE08dp
z4Y~yW>vvzzxTaCE(e&F&1QHbH?rn}|Kn9i$=gSN(4cV?F{#RBUR)hkS6{9amO1tVO
zmAv~kMh+0Az#idi49c@VO_<-iyWY+InAZ3N1zb#kutd=~k`~vqidwN3Id<k|*KNRZ
z(%Sm5-o9CI4CG4(z5lZ2ls>&_V`AhW#hP3teMbBz1$xBSnHk!*A$1-^KtTApsB&c?
z1tas62aL<jtP2LKo(prN(;tA$Cjs&Fno<OH?;}pfHjdw2g$}6tlQ_?vMg=X$2pQ#&
za`)rgMXd0mV%1@y5Iu2~Gd7_U^!iiKMIu)SKOGI^!)c$Q)WafFAM!pyQCnfb0Iy*|
z32P)Vx2`}^FAymmy3r$KpPQV&b<Xo+LpcOmznPNQxxD?+Gr#IPYD?6ivsjE{qMCE4
znNC5o9Q;zI%mpEU9;cjjn=SrB+F4*+48+!Y!4$hhv=hYkm;RTj@f%y+I^`%rjty~@
zyZ=L;?;6qjGdS)iQXVLklxwe=Z5%sK;21?1y2fN^7$vU|#+Ye9JaLibS<6BJ%ECxZ
zLPBzF?U?Ig`2wQgQ{JL|GFXo<7y7TeVQ$vepnwuXml}I-lF-`Q5F%=Kt6lCYSmnt#
z2d;pCFnwPnGn98%>Sq&3Oh3w))W4hUCfT`T0qq&lPp76Dp=$NEKm+V%(r|D{x&Bcg
z;QR2aB>7LJ9dr1eL`{P{_iBQVVEjE@b*m2zyYQ-#owa`-|JT-5z0XJNqkcu6F-k41
z9cLO|ODFPlgVi!A4e=zx-tKj%d8slc%vJ9E*{L7nZUSO%t7*Z9%EnAcrbug`-YUqQ
zOi~|_?&au`!AntWU~2~DTL754PWP^QUe}_ERi+chmIw}utcjBWV)D2-R(YK)!{f`{
zKA)x|JuMx{i}3v&yy*!je3%THh)lQdQV)Zu1KoZa>rzlZcbzeQXlB-|FfL8ZvDXBC
zD&VWRHN4^I>sbJVf{vjd)5aP1ivv&P3LJTY`XhE={tdM$flf~HXqJ;${&L@sq+bgz
z)lB3wf{sSLn+G_k>q}R$42CG1g4@X*v7b=Yeun^i$hBPr3mO9miM*9NvKFb8rEOYi
zl{oUk(x1HJMyjAmj}|g|S30u8g%<S+Y!|L}kQ@d5X57&783n42-^b7xQUyi<#5O*z
zsdZf76N<xo7mQo4$aD@I#FxOR7qvPt?A28&MPS2j;Y#3F%n)c*zEz4*iCHgv!TUbK
zjnqLU)U$zqTZGwaL)EpJ7R<aVt<@kR_XYeGjSSP)-Tlu3dqpb;)K*uT`U2o%?@~yM
z<_A22y6)FQE#UENR)tgLCHe`D;rnl&`4H`4f}L-IZ&nd%TGlMpxjNxh@cu~L%BI$z
zl^t@4m@H75a@3H0rQ}v*>}=l1CZnItHe3(KwYnPv8PSL74G>~QeT5#Pr!Wei?H=(<
z3vT3%dLKg@;tl^@?5&*u&!wDu7eWBXMhF7$-n>BfQLevNoU#-SF4b<=bF9<yyc+f*
zM4<bV@?pRxfL$4y`gtO%OO=z`6}#hk2LF@-O%yT&HUv;mKPwIhct}AVYO_?M4km^+
zx6pM3XJIs=n*D<|_9>z|TNzqUMG=ad7fKQgL@cxWpV+M)ED#-(p;mkBB=Byg+E`Je
zfa5k7o;;Hnu=XU-TOaHUcn17sNKgCu$m2bhKCCZZ?gMQLlu?*mjjF!^G@Q~HzNj6M
z&SB_Y0i<yD_~3&R8HX;d@lL{ES2PqJ+=mVyJV<d4F}{+?MomIHm9@1-tPY4&Y_6!)
z^-)^BeDokSdbFkw^4>#q!LUU#t1k?TW&3T1!Uk*n%+g`{03rwCGG{cH3*my6=mY|g
zd|=-yU7JqiMsu7g(0)FU;j^HH(oEE;ao`>+M+?n&u8Wbj{Tr_4d?@1l0>5ONu!z^h
zDZ3eNN`7+rTPaxGGOhUcn2u?;)xnx{Y@Vb}N2U3=bdA8=1F-6RH_;RWDn^!}>g|SN
zhoukFsqb&59ntRyZa!3kM-5DFh$-h@X{~=mUW)pYYdrBu*ljK#>06CrhTs^x{cKS&
z39x5<B#;~Eyxy^<$bZ%sE_1jV^BuMWJ318PFlgC4BNUPTP)RGdm;#De%t8PD2sxlW
z$T7tURFXx(y;3`QJC-=34BP|Bl~fKWIJ{&5RAi3q4Yq|#^j#y>X$;@Ye3`C<D)1h*
z8<vn{t}7`~zT^Ax1)?Ye38J}I*#A@xjFUCvD1c3tJmyySR~V`%GaP2dulfWMaHPA~
z3jl?E54OyNo&n?VSo$9{pg#gLbUQir@cm3eE}B@eN4-0noJ&L*`6L07kR^GS+n@GJ
zy@0siZJfrQ!WpGQzZ|w2RlyZt*uk%y$Bqq_EOf3f=(lknfvE)n>rZ2R8IT^$0Ohw(
z_dNg~afZVgdv1)-NaIn1cyG4^$QW6Cz6lfqt3<>zhvXHvNmTT9_5yB*Z+Kf-M`?5G
z5kWEUB$H9mO<Czu9poLu<XJ?u6`TMshu3(p{Eq_EutHFjzH3*>licXgA!Q`gW_9>_
zhrrj5LHjc>8Ig)%C}ZOXM*@EiBt5197FeCzYNDsIvKmoYg4`vE7JIEWBZ#BdYe#LI
z`>f?Ok9B5HrC(IOcoQtw;WiR-V{8vqdJ|gE{mvyNqh6f(MojDp?8dYwhYekD9}rDB
zNq+UHo&}sX3eWei>BFRd{RRA0z!?73-(lA^IO-I!H(R8W<q<eK4;)L~yD~C7r%#1i
zZ!DUC0q$EI{tVpVsGC7O8E(6B8~7d-Qje0Mcl?(35wMdf&OjjM2_hBm9UVlVUGbZy
z8sqs_&Qr?yWr6krAKdzNuLdDhyP#h&{wl9~0KZ@vdlV)mGvRz*)bsB9VIMhuwG;V_
z-|l7Dxl7ZAbhWt-S5V{hiK!f*975jG>sAZCN;^)OzE8HAZVx%)Bk~bxqj~Dcjwx>y
zuh=qYeEUsDGA0ETjhW1~Icy(QY-^#GyiaFlFe@+V8mJ<g)d)52gA%(yE@03U`)vFJ
z_+(v+5}!rAZ?cETf~Hva0R_2HirTGEkyrxkqv{G}9FEH}Hq7FKcop11H>XfcKTR6F
z)~mr`EQI`R&%XBTYYUM>{uz8wsOS5DmTlk+y(&a<Atw-KXMt+)<hpJr>aWFIu1(#j
zU6K{up6`R&j=9NpLD3dmmb)-w_Us#Aj$EKl2a7rG@>s&!W#qSZNuTK4sufP4ufK9%
zihIv{7QR;n*UeekvU_TQZ^yY?GJit%Nt>)0U{B$rDf+V)5*ELDf3kr%l7A9rTmT6=
z9{}KsTiv8zQ>DH#LL<MgK-?;*0=g`6azCJ02-;LM-F_X6w7TFcP02gJA?U5ml>s5r
zoNO$*8!Qg2Y$saAp6W%zhuf!2j@n2}rMV0mv{}`K9^h}}^3;%IICP<eq%>%hnP9&s
z6!@8~dSXSh4TyREgJ+)=76vSyeRE$Bd}24-TgFM7RXv;rJj!Adnb;CL5q+?%<t!Y(
z9uO-fb3r~ZCgPL;#{<H{wsWUA!nwJwnhbE_{}o?YTW(f>sY9v$8gMh=r8{l4sQntA
zVb5_FXiDWj1iP*lMkF*S^TBJ5CnqylvrQZ*OI0EXxz45Ekx;%Y<k~!IH@AQ5@M<=}
zx^weHMW2f$Zf*0_NSiz>-dpZHK{WOn8Q>zfET$-9-=?N-;9W$({Kc)zfW52L`!P!-
z5RXekBx8$1uy`rnHxSWp0FNr;hx4CPQHb*O4+3J_`}}m`*6O``vX==SP2)~+20X?|
z4}Y&KFb)J0zkbu{c(W?<j{jVR9~s!%L|`eH$z(Tjv6wl|O<zd|cbc`WjjQ5WK1+TE
z`@j0J01<2BwrU<IK?jvMjM@Tj_ca9&9N>LQX^c7CO@Xu1GJPwvH3Kj=c%RsT{srn9
zfB^lsj#wWawEvd6;IXm`9F;#Q|C@jxMXB?h${(&^kLAn&sU|yM>#H`1<llfzdMSs%
z#u8|USWyRcjA#J}Ic{CLUgEa9Fi=*Y)Zw>y9O<)g41hoh2LDZYpgvB7umig>om44T
z8n6>xF+1fj=U@*Q@Eu4qcLf**P{>3U28G~rUrJEKd_V*O6$XKr+b-ikeyS$qH{|&(
zcmeuK91@u3f79LmcT~V*0IFkaZa9x<RI^&?J#tHatpYcl0O~5G!7Y>uKn*zzuJgr0
z=g0h;%wI|@-4dWtcw?2@jWu+mO%(o5hG0_4A-tfPfaqkjvxEATCFY;KQL}I8_q&7x
zaNNKi5m-zWSW$mU@p+)Ub><UPS8ApcfH`mntOEC;1|Y!|M9+0889K+4wfUugs|vtC
zjSxYQISBujyunqoM*C~>)nfyBGknP-??A)}gr+X)Y(ysBWja5}&s`1L9+O!4{I$X~
zPyrk|$M7aHnS%E7-BWbv?w08L0Nemd;D58{2@(Ac|Md>My|tF;-KxBw;ZaKp-0BG-
zK;y<q2?BRU;ky}D$&Bp2r)(YXvH(_h`GV;37kl*3x2)LOom1#<ooqp73OkS={%_(u
zr^J$#4+?kpT|-oF_-)KZ${+s~8{m}1Nn3I95ay<A8e1CGVEc86-Crr|z(R;8yt;|g
z8_W&6T<JPsQ(dvrQZ)07j8Oi`Grl1T_<2#S7Clz?ie$xV_AVo9(Lwh6UpV@@#&{|@
zVY+9*PFlz@dG;;bcDmgJLdyUv;Mz=gLl_d8wK_(A;al5c=B2=V|8F0pWZb&w$T8sE
zwkf(_g$Mg@YjZcMwt3}Z4(n<Ff60CEN;hA}skweD3dn~9f(%SLJkO@*B&aH&POc3Q
zljNJ|{%txKGg~D{AXt;W;qn3&!o2snMu~U)3pAk->>C&`b=M0yJbv=fD)30GmqxlY
z{#ocxlmY1LErpMQv4Zw9-2nbakqE1OqoW@K$lR<ynb$>`H&3s66@|n(Z20e=^xM6>
zj}7=e(~7r82K7(!<4Ad<so+EhXcY)_L{DD8E*TL7LZUP<V=WDY;{&w1(4Hs*$fR23
z28O^W%`G_)K?jM>zGng>nr_@_;a(2w{AIZRymBps!lRWi@GkAC`tH`)hBcWd_g}1e
zSE=;|Xl78vgI{3H0Na)zG`p6!eO{p(%D*fUrqk8ozn){bQE`XkoC0cLz#Z&1-JYd9
z#xEt9&;z(=azZ8GgMg<S>8Kb5FigTpR{G&@D#EGykh^a?IVuK=!$CCUlA1+(0Q2LJ
zgSn%->$^K17ys>S-7hio|8y$?8vj-cn9FoEKb4UC8T+FnyY*Ar$sVu(!`g6wN3gti
zn$d_d{qarVaUl$e@3z&DVoSWCtoT4bxKKc7`1^A=%}hH*ZGLBg7a=yo_BU|nNY8KU
z2YK_Mg-BZ9e5aB(4|Z5j9z7hqu=6;M-)8UI68HD8kt^-n#5})tRDh(Af5&Fxs#u2?
z<0Q+dc*ngjM{2#ScKT}q!jktklD{-HRphj`1_oVa3LUhs6tT4AZrt4nFep16&(F6?
zii?X2@9Juf6BcE3s99F|+7@jptI8u;u)I#sux0JL=i<>glIO>=wPoK@VSu?cTU0AS
zkJZTwUY)*Ee`Ij+0(5#lNEqr;yTkT0G=b9BYrwsf4Xgpa^7ETd>2BQk0dBFmd~YxB
zUiiq!#Y;M|)usg;OrGD{g?-j_mU}hNSRtt=2)(^NJc5!J&!6w%5fr`D(?j=8?Vqyr
zr40IkV!`J@6hFp-D8}2xbmVn(u9KV(#YE@kN{j#c-XQF^B`v<&J6*{A$7_nqwBUPJ
z+`TTpFY3Ry`pRixz~Dj%a(RaN^KzJ9#FxPyKE2qOa$<N=xI@5d(DKHeeg6xTPejg)
z6iE`!48^-$GB>u*z2H#e#of@DX=Z1~&JwQDxao06w&2@E6k+JfXJ(SAwKe*b1Jgf`
zAL|!#(=~PKXSO$X_%B-$EY!xnkgUe_1NJ`uUfftWM^au4uFv(f+kWUu%08%{)cF{T
zx`nTAsFs)Zd6@3~{x~M=KJR)(!d>)Tt=NzCq#UKzpjH<ej@{2@55DMlj9eYvBrI7V
zk5kRGME64<4OM+q|NA%ihA5*BcL!j7{u43krGE;IxXgU@S%2uoW8FJlLPp_qH37Ft
zybt5KWG@7+txov_Z1nvemM<|!{)u21&GkT#rC&6~ygYda9dakYM*qQss<rjX0*gi?
z3j^)&6QxLx%@#Yttxgs?ZUg^-_cPzLLL*e`U!0$Qr^Q|$oMd`x1kWOP=FAtm+A@LX
zg1ag?2IZXlwnq`Jn=SYprE6i1`rOD0R{_$wgV{23SK|sz!Jg0-v-h(KV>V%zDe2H~
zW#pM6<)ru*(${}XMdXC0rs4~{tkLuRtFzzoP24VoJ^ZWGn*<ICrHsE;Oc(ZANj#9)
zEJ$LP-d57ro9g5kR<i>sF|}Tm@-=CU`TecYzOBOGpkNpbar67}2|^#XXn6o-Wooyx
z8*Vo~-s7}MB)-F9&ywzqT$M>6G{~Gm|HGQ>dwXl!r-=KnKE(*0cRa%DG27ioe>FLH
zc{z*zazgNV*7kZl%BA34CVlcZPoL1xQ(w{|!oT#W`bm2G=$Iq9{}vqbpbq!>>lN?y
z=i@c#?aK&k70ZHer7db>gi7yDNFHyK`$UuZTVW^esVT*Rm5fFDOL}xrRnDu5(_a=E
zVHzGr>cvvMyv)~lX2@|!sLa982k#s(>DM;jHMdHuSUHzfs=Db>qPCP&y7WgW(FSAm
zLkdqArb`t0<`NK-Je<#+U!s8=%gM8jhY7XU&)c!t&mn0(e?G!fZ1Z1NhXB$Q{{68x
zg(rlxeGID+h14b%%gB?-2abl+_K7kslV(SKkrNaPQKt%{#R{XJ+9d=X?T4*MeGlGT
zv4YND0!kp~L>WHi$~kP`bsVCMbF*k=V8UsD521~UaQ8@4@`-3!ZOiQ&cvY{S$DDBO
zvXl=V1?U+(Z){M_)pKFDxR%uOo=-4^g)Zf|qwzi*jb$u(IBg&1?cPe(h4_{&jsSwU
zT+z~7Uwh{~M2Gcyja&ekCkLPw`@{BJ4=<k-O&%{!(cg5bHb&rF!k&K|V6+FNdM}NB
z^|&=r;>c}Sbq-Q7qN10~%ruE&g=@J8ngpRUUw%#<x-W<k{6O2l9$?QR)obm^Rc^>p
zM)+EkP+j}RDl_m?_acsVARBIk_qlxfxAxv%RCiMU3}3w0wCz$)las*OB8ug2<hF3*
zd&$G7)Ew`|zV(O4zp+P<j@8r3;HL#N<vB)Aw*l&0lL~L076+%m=q|RIH;zB~r(xw>
z(voEK@YjLeD$CLGevAn|*Ey^=O5DMYOr8SJ&iy)EShr|4ULTjQGxF59uO_+pJJW(X
zS5wK{R1!S{f}`p9%g4pxx(g%su+;ka1|ROJqSz3`(ooAr<f%nG?-m4-gEXKFGCEq6
ztwiG1VI#G>BrdK@q9EOyCeLE#>dI>vuxs~P(W#nwu<7Ua{St5^N(4~0gvrDCb%hMK
z`q>i4VuBHgy;FSdC7fvUS>N>om4bl-5qTMS!e$agR$@0lqZ7B7^vc}P+=f02kE*;U
zv_ivF>buf<oF-fBa;mb#py_JvnF#pNL@uIwRO^BtNx}bWU&AZH)`)NBK~>FV>(ET>
zPxYt-EQ`9VZW80OOn3lWc`dy<h$dZ#JzCLeWkSpe%%Llr##J-vAv$TgoL`V0xEHwO
zDrWb^D%R)E2@Sy)>vLL<rL?hse$ZSHIq70UgukLSSJYSXffub=rjA&*$&s*lRqUv8
z5x(83!#2Q@!B4Jw<3L|yI4>xsYp{`StVn$b=CAY^x=fKgh)?N=OY*;CD8akA=h;=z
z>^VJDfBOPufywwB{fPKk{nFf!wgd{(zU-u9xFZ<Cyx&y4Cs-uWi#?>=%>LT*=VqhX
zM*BAHZuvngUAY;Dj3eLP3t$WPJ!>kqGH3osxtb1?di=Qk3oiYoe^mW!{d^}m&O8VR
za3G}r^?;<fPn0=5orvp^<8r5{%9*S3Tvi-bv5n<Mh5<e0xz?u%4JxbQJt(U!2U1w%
zm|KBGYlY`LmA=_<MU7YAVOVF*$_Wi-=sp;bW-c7IA4<^#=QX$|T6OHP*DPo5pWEMA
zxns7{`&bvB&6;bN7-rU}(iqvb(HO#X&z}W)FrqENBMurZN2rI~1VKAp#z1Kkb<#1|
zL*{P>q9K(@<M@<e%2H`LwqsX+XZ+r-L)9*!vTL-KeQ!$aUhwByUomgEJ2=V=W!g$`
zD?kx<oi>KAhAl4U<|zGz+%UIf>d-IZMSj_RMz(k7Du=^xB}wizniX{dKPGE;ZGic?
zK^gc@dAUZF&z{Dw(F%5O<*O<o9Rw)aOlf*>EJ=4|poK(Q&_o+de_cKz`e!XnN(IR6
z{bol*5fM&R72P4Q;+6Gn_m@L`>As^+Xqa+?s=xD%y;b?f9|Q9S1SsB#rsc-c2`lMi
zOI4Zw=ts=_$ucgU$(MS}*GnyPk?kN@i&!IVn{BU;{SL_igargk*`J0aW^#}YTjyDd
ze!v$E4rt7e9EVNlS61R?!5`$bnfCOuGIoB81)MHqZZq}!@#XNIhNukO+Udp08tCD{
zr*3_hQ(}LLjvgKa`zJ8<uW7A0l9k-em6&w&&qKE{gM`_+`|foK8^tiY7`R`V^R@S(
zV)$X($rOEyAo8XMz<w4xZ2wisVnYyyQF%QNZc`?w3G)7OMui|i6oQiORz(pvroP9z
z6kkk}X0vf?16!r4BLqviXp?rIqY|s_u8(y?SNnCZD~)7g{~)jCd1_#S>d{3~9M*f^
zUp+n|{Cg-jrxkXsab0rNwCY#OSWYV@-0{z3C<KTmlrYq$5B?}T@LxGF+~mjLMT+|*
z`IsH@|1XvP2Qi+|@E{!PWa0}-3IkTwY^t+J=<U*AN$r$`4UwfIb3wa?r97ZK+_n)0
z>-&1;-dVq=+on*rwr`wX#CoY}Y;JjPzb5vy>m(^1Fld3Ym9Ime{BWwYkLqoosF5V`
zku`2$y3iKvCeX?zKfRTX>l@6B?1<i`g7&IF^%D#QS4tY|omKnOl6L0rgfZF*F+|!n
zu>w%z*<n(8*x{~$VQn12-zH7-;A@ybs|Rc}G|I<1*^i*)A`Zj!6rZ<uL*uP|oZ#yI
zcOcI>>SshD`?@P~`baG??up+o!}8<052Ghtn#1jy$8AvugmD<`<<-OXt-6&m*3Bsi
zFTsai&K>KV5?e1GW>))C;FOyM61LfEEv5YOG;GH857`>_(g=J}i*NklA=t_XaYX=O
zLrJ$H^fpp@t7Ktc%@N0248LTmWH_i;#&szeJEW;g4YQUV{a$nC7?J(|RSFWXG`09_
z;H!u_t&5Bs4Iii7fm;g`DcN{KH=eFTZH1I;Y~7CQtRfQGs3rG3=SRGZ2mqajQs;fB
zYyYHcu}6nuFvVT(y}Fu*2Z7|j64c<o<N7E3$IOG-OyhMrauN`4uLZ0y+-N;u#R8oF
zimMe8hVLU`VhmK>o%QGO2vYOL2mEmuCs$uZQS@iC<~7^YLUSQJVnbUWtE03MZ_b4$
z92ARLKj+w5;B6-ViezI_wo)Fb%Ymg;QKA}+jz9rEsgf$<VGge&996wyz)XDIm<ZR$
zZsZ^u*Z$I+2U`E>erxOT9ot|1tPO^#I?wrMWYbmaxH9LCeO>8X&M`cV%LRGqb09lt
zvo#R|HTWcEum_u*LO=$$-ivGSd*!M}ZwPuDrFCF0K5v!LJp*e}@p^B)V!+f(Nx1YE
zwWU(6!yVD4dX}E(@M{40A^a=iV}h_0POb~^C4;p4g_cLG)^h3ohHhXxa>c3iz!t>G
zHv-NP01VBiA7B(d|MzX*vyP;@laVQ4hE<Qb@NG~<AA;#w-=c>zAw^ww>P{yQ7UUf;
z`Czb#WSVrwj5o{43JcVw0)<96xBFtSlqB!*M|A8T;3(CP!Uyfq6+djR^l-Ff_v+jf
zoH|mQv`#2R2efS?kQ{vPF2FuyIyjC7RTK)GyMZNi;T#-|T7BS)=)bz*KjrcS{{Kh0
zbVq|J{5QQk*bhzq7h`bl@3vf^6@iHT{Sd6_7Wwdzga4fs$h#^3KYZnbiG?Z;h<%#M
zqa}v*VquJFr5>_`TL;;6noy=|WW9Ey@%njh--CA~DXF>Ql=IX_A422SWBnrTBbX~b
zq~6Wn{dY#bR-9@g2h4+#=Z0nX8xQm$rs4lmh6AksR`>tbj8T~X*1^hu?bD1`+j`=j
RSwf#ykX3n*D{cJb{{Whr)wTct

literal 0
HcmV?d00001

diff --git a/stats/output_convert_1.pstats b/stats/output_convert_1.pstats
new file mode 100644
index 0000000000000000000000000000000000000000..7feaa6d74fab7f4b1caa310737f30d501283e125
GIT binary patch
literal 549930
zcmb?EcVJY-(+CL!2%-0m^dcRp_ke`n2}LD%TrQW*BgtLZy8r>CBZ`31L{u<RR1g#q
zq{z<#VgW=ta-vj$LumpQ5cy_y-|oJ<mxg|SxIA;av$L}^v$L}^yZ0ItxLdVjBK1sg
zxohaDX&&lJ(c>Sp$9p_Jua7#?Y=KAf<;&+UYInQF*;73U=_#%T;rif5^5tU%nU}Wu
zng2yL)8xm*wFM~rnooZ$KeQ{so7ka;RJ%9L<!lg^Q{!e0c;i5O>@>n|*WJ3$ZigOc
zV2@ak>aX8+wvBG1k(c9FzP`J}5KZ(LcncequoIWhz|@}NaVA5LIW(3%4#&oY9L_Q6
zI>jMg#SXC`#g9K|w|{95ja*z&_?><K>!Uh+9orPP+g)y-ivpTq`fO~41$k@s-}5^r
zch$)3PCeK4{-~Q~&?T@B8<l3L+0)&Kp`dG6AQ66}rJ*2e+7(-G+f-X46K940QJ`9V
zO(L3x?F&&?ip${*M)ZxRo=G2?*<B+^qrZNvP%}VOkTVn806AUb89B{(zA$|A;@M}S
zHF99^rq^d4?xE2VP`N=ELxbb8qC(Gto`1?}WdF{MFO~VVlEUQ`s7ecA{czLJW1fGx
z<BFH7YeamA8Pcy506e1XiMl(%?tuSNJdT7Qs)-h|sTekm!mf&kc2&fG;YP1|Ei~dE
z)$u27OtLnSR>V5y5nAd<nB@>=`B0cmqO1IJu1!OYyz0yt-f2|-tYBK|0L;5}a}p$=
zJur#ekzxyUh8{tpU<w`M?M`DB!;#&fAh!zq{ppLv2WavGsaF}A=x5<)e_=*ELzJ*V
zHm$@U1KY8;{Lc6wA^N=5r<0#6210cD_W0y=Z8bGUB`cOX0wgUAAZZaOg5>1ZpM`!{
z78|RPl~IjO{k9+hU>3tV=DDbKGSyM9;9!kB{?WWUyFYPe!ENR4zqzd5i82})RqWj(
zr(BBLXi4n06zkT+o#*R5*{R%u@*2ti;QIO9Jzywn3*4<9-9E01+u`)M6C81%(c(sX
zJ?^*!m(!ErqK~Cz1VBVVB06&QWCM1ujli)WohBrGF=p0I8`-^hVbe|T{a^!lO+(>%
zb)TzAn!}mwATDnlbrIM2IH9fpJ_lC^aW#YP_5RLRe><_xM*5tokvzP`Aq3qxFQ8cm
z09W4wh=U|MJ*jCrsA4nl`B%4O{_$m|jcl{qo@^fXEdZwt0D}MuH08JiKq=>=O`uT2
zZ0ei(agPOO5SJEt!37u>MhhrV7ml>Cf^H(B9O?9Jj=f`jhY@<CQ0S@YDLy@odYmq=
zS9cRL0Rt%N2GS<59NH!uDS2XIha*c)BG`txfdww`f%Jt=3sQlTV#tLOW4sNw+el*H
z&nuB5XA!DpT0)Vfu7q@_PxrV1ZUBWrV5{Jcs_5!*d(u`L;Zws%+%go~U``sXyGJ`(
z#JSvKb?R}a!pahgwqjHc{_P-cYL+MP2K%5SWW%W~x|O+hqs4nRQZ@2m$sw0dAW3rJ
z4g+;P0qh26GR$Z8&^bLe+6bpSo5tpO!rYVQ(^K^cOo+2VT>@WK_wJ;{B^m0E<q3G2
zgL-p<EQwOTOYO@?+aE`w<U(+okcjFh8`Thi^)Mfefr8X6@mcw_GoRYX-mk9ZuM>U|
zVRrzmhXO|4xWT<*d-kd^I4;KJP4;=x;-Uu(kMmMz9I*CS7lnl-F5Rc6WY-Pj@(`(C
z-|))xjfGEV$?Cx@X$%26NzHynC27XZD0cf!&7%mnNzOz!;1aMhlR^O_NkZuINM_Uc
zm>!o9aN9fqb~{pCUQp4lID6N@y`uYs_MrqxY85U~jAI^u*gm3ThYioZ3rU}!TfVrd
z)mw~pT0d+TG11v~AQf(M|Ls-NzdMF>dgw94M0XjIhc4b5(Lc6q0_&pv!;fJ|x552l
zv+qSx>OT!+K$n4e=;CJ5`RBI$$(Z$_Y1Mr|m+skjA(fD+i-%_00WpL7w#dE@$+o8X
zX!Ef1F<@|y?0b+aOslcuKN&iY5$fT47~VJg9wgiT7ttFyct8$QAsNa<riY$w=wetN
zMq!%mhnDU^U9;~%veSQ=h`}*AP)YV+8p1<U33_-)$$n^Vij5hNJ((monWp-o=OMOd
z_8mwn{TJmF+h;&tsAMu<9(p2T2gG*CeiV{S|Am`kWBX^{!~cuS4e8adTlQVZLHw7g
z7&f3+O!i&K**3|<Lo@6Xu{rc02Vt6tTx?atY|716m5YP+?*7HcPqPhJ?a;+xd}>OZ
z*D*d0{-rJl-x_CQRZDo^eRDCq<s*KyFM5Q+3pO0nk_qe;y`FRm8@xFCSeHA&L*qs}
zV0+++OH6k=eI8GWH+%9+;_!|5KJ2n)XqQf3MjAo~;JO3%V!7dO+HzR-c)|D^lt#-s
z6t3FiaU^%x$luE!x3}qY9+AvtE93N}c&H=Q5jRdp$04(-89<A_KoZ@w3(Lid80VtN
z6I|&eF2Uh*fD0G)sOc~X*$*J%$P2BvF8|y{_{3hp0p!AhvX3O6FD-k>d`XAx?}+lL
zF&C#Y(zFVlzhII}$cY}Bnj4EtC1bLwwVdG#;Ymp+y4xEE+XFf#`)!ljh3wh$`-5_Y
z58DWrrr(fAo&HT%xs8c$pH|xlpBCmJ%4Of3mVrRgf0E=%NrT-Y&Pdk$#G!At5ze(t
zi2v0vIN`FNdagM?vyp|@H>?WZeF5q9ucpQ|){&C#@G(yl+prljq6Cn0!6!i*=SL<7
zU;~-&Zk>+t>3WK<iSDkE>hdLd5^AvjhpB%IcI521!)^!fU!XefH<v*{xM%mSjTG2(
z@{<K~YM|f#W&Cw%)&LRAV@}YXK9@Zq1NNM{GuWLd@l!i)6Tn9;7&3sa@h)f9;4EvB
z@X7{G0fPRD;80FUv5(VzNpR?bJ77@3sh+W}ga+Y(Vo*chji(d-GlBMhEo%x+)`_3z
zzm<Gl9u??!@Ytr9F(Bi>CyYD!(9=igw6ZrZ)j4A$XY2gfq4=WKS_9*}=RP(p$`H?@
znONV5|DX1!K8%eJ$07PxcqC9h_(;Gw7Xh5Z0_dX;p!1(_5EpEu+|Nxm{rS!p5=7xJ
z08zr81Sbk9E_T$EqI-SNwh}a>k7HZzu(@a>vtwRrH*4P|Y|DJ=eW8205~_fkdJs^C
zW@7czrS?X;eygXE7G1}09usq2R$l~N(KlK30CPvL$Ldd%yV>>h^qV&F(bH8+E`NWK
zto|BS=g=wEWOO8tYK?#X(ss^9oTGLXTOK`Gou^!aIxrG&>BM`yE<4Pg7yQfMWhXUZ
z=CB}zCp>-ToqbPe@<Sf3EW!zhVrMEQ0_x*nRIDIvlH2#~=Bud54?%=k*s`Q>D%;~T
ze9Td9kc82N48Gp~{ETRD%Zm@ucri|31RlDfb3Ld{+m|l9vv6xIjffBWE+ZYM1tXoL
zh4`QwLaT6&KPbGY2W_+(tD-lq3M0dUT#NpR-f_awgZPj_aT6(85oCa!>v`>l{M*NY
z*9mlGgK!gTy9czcKIz*(#7cPACQ17S(9mB34_)|4CZ1bCW3yaX8VeM3J2V!DWK)45
zbS%h-`EPDm{C+o0eoUm>*sua+;2*jJ3c}4!;CS&NXub_6th~Y}5zYeeMA3o%XqW;Q
z&N&vOcFiB6BWE?x<c9$9bU1)0%nnQWVG?bD{bHdcO^BSJ_@B_Pjs<D7q0(tOu#+Y~
z<Z!1UtqM9F&Lq@1`iIyA3o^aw%Ps4yYNe6IU+zBs)r#@*996%FO-k{@UgN;n;qy^1
zj3kHVvd8(XM_2^GTMj+m2Zm$?8N9E?bDjR_sF9Q14i%_AqZ^z^eFozLuxZeQ6(qCt
zrG8h^fItmT)VUo~vn9wbb9Cp`@9Ol99S7@R0OnMl0My2BEDXm#oXH4V1)$dmwHw&k
zR5l)Blk1kt0l*R;v@RP=PF0}0+>FsA2TgGK%&y}Ao<NJ!j2QgJ!mt@$6~@D>xTfdg
z{&O0@)7?7gG_NBCdUAo;&yL`#s9pjE@%sSw!cCMf1jP<uFX#skI?W3<8bvSouh-=x
z)RUeDr%LhMmH(~k#zZM;35n$yy2)j07t)RFApjakl1oj!wB*E!4L#&y$%!6ZUZ;dk
z&G_%Zp0F_Z39KHz``z;}Wb!0{vFP=I#gYnAs=JwSW$q@2K{Uv9b6^^Tmu+pbhAdr+
zCi3Lssu7S=K+U<ED+(Pk(Z30PV_`57Skhvuf&RJdokRzz@lJ0r7X@(15of6E`1>d9
zLmcB8R?YV~3%MNdi9XVOiEY&o%rsJyEVqB0MxWV$`njA$3-CCEoX9V9h*>e^5p(Zo
z-J3P$D8O8b`GOTJ#d#+_mt)n(kBayv5ti-&vCjnJx68YxNB|p=>hZ9<XGgeZISatr
zn2%n@8O~}Tx$I%Z6u8ozqqEUNicmuR7##F9a!?+{fW)_G*}R3KQr0}g?d`8^gl|8-
z!w&L3fMl8*e6D}Chz;xK4*}nq)~;2%+~AAJHCDaP9zw+8b<#RF@KVIY`RhZG$2TrF
z_!52LW&!wl6a=qD3sJMCLj^>c7Lv{hlWQ)IJe1^$r><-Up;W0*(Z+H8cASH}4<b~W
z&4b9H584a{7!=^b1%8e&K<3zJOI}4mk<%&Ma<p|Ql&lt>Tn_P#$cAi8v_L(aiTh9(
z-XZBGI&7nDdH47$uQGebli$uvgPkbfNZ-hVyrep4a(bHAkq9T*Mnq(&=S5j*Qn8B<
zn5$e4;*H_CVf$wB6XswFz)qqA3`=i^8^EZsIv8d4A+FRkSe{`U7;xf{!@$laOHVfc
z^ukL~5YeXF=j{BwoJKLc6RJdFm2g(&=9;%kfBL<RtbKCWz(Pr9ZL}k+Vp8{6F<~x?
zp)oLq8nZdG@eNB;O_&PQmY3f1#x)79L<ht<StzU40PZ>7Z8Ji$_9IK=ZDg?T0|&AN
zbSBaj3v%#o@8e5Hz~0&9K+a{EH;Cr&X1JYp^nF{vD{+%cuvi81j5$qrLm-dEt*0>O
zp!eF0&1hZ%N({_>F0Yl^Ipdr+0Z9SpmL+6LNuFRH8OlRD!xVr9LqmdF6Ee_Dm=$@Z
z7xy?=rb6{DHJ=Dy1kjI$T0?l=li*3sR*fiWx9HmJz~S-HztBo_BBza-m#pNwZs-7H
zh&qH^8V5_+t3pX_PMcjQSN%gF25%*^KC()MP)9oid{TB`mF;lVSUB~9x5~Z$A9_Ya
zLdUD-OsX-Hv!U<5=@nHt9>65%5PD{s+(22FG;r3!CfhFR*rAf$nd0z*w}z`%M96R!
znAU1oEoy?M57NMjd&OcUeH$=Uef~4*aK4t{8D|k1MKRf}FbbgCp8u*_772`JFzDwn
zb`)$QSBLYt>Ql~=VEBJMRM{sw@bpC8SP9JCDwY(z88fp3g`xX@8>(C!n1V9~s(O?f
ziAw|PvD<&^(dQs+Hq9MoL0QrBf2XWH)#1)a(cS6eA5QH49q-BswWp?gQ}Wuam{}NY
zzyC&F!%L1)#}+a(uEIiY#Eb*uy~s)bQE2SB9g7P2G&^(tD~)}gWS2WHp~S)N+y6LJ
zH0BLKHFL2duk;9*Y=m6S<1-wvuAB5Ux0<;?1~5H`c0wat7-{kYCN7r{2nLzk9w-1z
zxH(+r=i$yCX{wn*P4WU)hMWX2sY5uNl|0Ky=O0^<(Q>iW7`|So!|i64S^&@Z1Yo6^
zgv1aN;JhF#xio<L0|7USsWUlc^D=c9jt}R3%(gU>I0k#cLbAOSJ|IOdj(tW7h!5v6
zAbk5{2Cm2<4Of%tm>0Cs1WSSSE|fE}fGn6gj~thfo(hL^p>P$Ug|mk6$d51c${DUy
z-3MkI0%q<LgOwG+!g4ZmMlRbt&T=lQJ5q!)F_SrqITYCEaSo{~4JgfW3_~fB1>&Z~
z){<`%Z0m9c!7>!ABD7=;(*)*nh#^CG%nFGKwLxtKo#P7WP~szZib&`nE@QLEF;Tnf
zf8qF)z+K~=E=V*1;X%@vk!RmnNK4i1LC-~MB>Z%0-BqhyqM)_GgkK?d=R$NDQf4N4
z)@;a?pXnG8py%cg76EIRj*EQmWxEhFd_|Y6?AzSDkpjNM4J_&bv%O`DP@asDx=?U9
z5!*UC1AYtIeaMx=WC`YVZqR)YI_nr2#KVIs6!|`?`>*G1<aEB4r#~O?tBua$ovZ2N
z1c0*-u1@#c=xkmE7h%2<i>2M{l+WcTRq~D(iR6jn>1YmW!Brt52_?FNna;(pBzuvz
zJ)2lVaxs*K$J6kw^*16OjzyQ|mB8b?L=Ppff-GV^4I_mmndEXXE0H!xlO^s->qs+5
z_}zdkxtuV|9*nS&pj~m0erSv&!ompPgSbkQ=RcPaIBPfYkR8l|SF&JAC2}Dmy%7~g
zUfD^G2#x<NdcmZ6iiJAt6uFo5dH6HPof<P=*}e<P>&xY!K#tj%ysXg()I>Bg(2C`Q
zJ!3OY%r4_#bJ1V2k91fyAfU?F-k4cC3t|de0N{7dd0!>rOJW-H=1qeoBrhHtVUhkD
zRs`c9%Wjy3gN59vk?k+7Z1D0&N04N>oRrET$!W>D6SdyTRZA?q(1|T)x`jmJa`W2D
za<x+uvR?p%{bXJrb8#$$^yGyzDOZBg5hhWJ{9yBv7K1E@g>;$7(_s1n{24f3DHUPC
zNK=N+<5d_$ER5v}a+if)5(t!wFJ6WAn%4CI-f$o`A9#Agk5EL`w<-NQx07TAKG@)4
zBR6!u!e8*H%p3>&b1_R)2M(4h&CIE+p$lm<Ti&@WRtmbvMQ8J2Ag<Oy$uE48_S)!+
zd~VbXizzXO)8u(<XfYV3sCjI)ahk9&h6IV)f`mZ1Ty}5fv8AT+2n9A3*-wjD?&+(c
zqmu{3e3&O~6mKpGvY4dRCKy>p*S!oJ=8sHrcvXO5xGAXg!HN$@b?Oza5%D2o>{Q^X
z_(|50z%j6r;tdrLh>0POJnoUl(>|h+AvgA3nA4@4iWEEpfrJ!;wS$%&&ieOlBrT~<
z#HPPWV+>y|swddd&+q0iyHEn{5F4W>##UGu`_1Dv8N(|_f-#KrbHvO{o%&5%Jo0IG
zxbI?4WWg3M$4r9=#4v`viGr3o5++`uL&G`DB!JJuc)yAB6`Oyxvql!3?%{7SYZbuU
zXo86qiKUK&iBZDz0|t{V>m25ut`Uz8+6{QNYV%#nCI`fW(^U#4U;iz2Buq6c;W~zY
zvceE0xHcxEbc^o(NiEbY&cYMpB0T1s2cPEDOm>5z={)$_9JR~Wv|BdvYyWX8#vf=S
zNo=x9EOjJIj9TXr+E$og<wvYqmH1?rVv@ubn5H@sW)vHq?gg(VyB{Pd$XHl|(kz_V
zfCtdikAUEGE2Fxp8%urJO(W=rb7;6e2C0q(8F9-Nc%wrVjTHM|@j)*qHv-gOfxkn{
zYYue~Cc4T31E7Ey@^m+%Zcm5&q?Rp!p>IJ~tRO|se7^43CSbnHt%`2$u(~IkRBWm@
z14{af@uMI;F~gpgftNjDOg#@E|7vLE!S|eSQ`G$zGMg`Y=W$FNU=0Uh!}4}W^w1$^
z$z{iLVTevlO*25Ogx_^6NWalZ1vWm?Tq8$*OmB1Hjdn6{ULTFLFm4CB1rnoUK~f$2
z`&LhDsS&bf^|_~dc2Km)p^l`l8)25m`2Ye)n75qM4>n6~3z8CEvv|uZowI^zsUu+`
z=hJ04A7)88_;YzrdT)nD>eSd*@8JGz0CN@g8)gy<OC1RlGbre4h9~oC@%yLlR$tft
z&ccBjncjEOgJz3RqS0;un0P%E4;-@8kudS1CR!;J=K6vT_aD@*k>6h1)jNC%zyw7b
zi4o9tJQ+ocEe6`qI;<m;b<}3u?N8%g_}xb0+HU!N;e@Li-Oa10ec#9mfo@kP!#a{t
z>Z`Oyx2~WLuN-PVB7bBRHlU0Y5kEpEF8FkG<<@mH`X%p4Rk_l7_Li<Iuh>YJ2e+;q
zPAAw?*7pS|M{>{}57%_QunUJbNo(7w-H_$Q5mfn5q{#%`k|f8-gat_(_(6>s`vNvn
z=F0rh&$Jm1VsW=(C<yMu4c#;=Jorxbh>g_m_tS`92eAdva`>O(A&~SIbjuD;#IQ`4
zNOB|poNCm+#K9ySR#rG=;eS&&an}pPLam6Lzi{{^%=pR8T+|^R(*dU==7l(j@@f)g
zLeG+M)feQOvJj!yw~#IPlBPsw%XV!aM=I{c88n8iFqXkGo8Rx)bHIWbnh3C0Rpf+M
zPl;UOzc@{!jW~O$Dsy)ZI=C>!4_S}Rw;rdvrfBprUPU3#v(taJk@ObRPmI4CuhFkV
ztK3UDGXKzxQ#P_-e6?v8x-Qh{K3+wcwPzoB|IF9@{;`qH)rP+F&83$#`dug#J_nF#
z^uLc!ZyHj+uSSoCRuO5dWZK|=9`u^mTcba)DuD?2hkgLMf(*VFG5ocsz#MC|=wRQA
zQ84J!9Eut=Hy@AMNamc%TVHvjgGSHsDlrHJ3sP`pJ=fsqUu>k&lVMv9yf;Rp7kL#m
zBJRxxH8FQ$r?s8O!R=socopS2tN-LH-xbjFX(T@G<A2=y#-O<5;=B>@xG4@diBC@<
z4sg}GA<e|a6xJR@(83DbV+P|HHh1m1XFu$M?3L?1QxFS^H(4QrF}-GiDyekyj~7lZ
z96Cr7(TR#mnRO;loLBmejYMzTHp#zqdX}P>raO~UEN%q_L}c<3SLKnt^Jk365{MUW
z9&|D9p_v4VNx7R0nDpSdxW5jS9fLrsSR@RtA;f%+9Q@=Q&M_P5mI#zt-wWa7;;(^p
z5zHlng(XN6umM_#Dn-(^@wtKrJ{gYibJ;kW;HPD@#Q9>wwt$u@?3>hX>x;MUgP_ZW
zk^r#G1BB$KybI=DETz$VoTJrb_5Wb=@_a|H*~p|y7k8W<zA6v+8-Z@|PL^ebz1KEz
zu>#E<b+EP^nliflV+H3R=t`mZC%RJ|KBwgdCI%4;Be5M8mvdM0J@@ehyvfqKGD9v&
z8fKw|BBS`}*Ti3Dz5O@%?Ur}gczDs}i3rBJs3f8DHWUbBP%MaV`hwrCJ^GuC?5O`m
z>f~Y+fmmiFegZo^Fw;bhM%=1FdTm)YWU`a7qh-lXnULxTMM8m)9Nl8j0Y^k{#uk>5
zP{>C0ST4+p!Fj?$Wu)%^dUROh0zI=__v7KD#cA>ID@<hm$@I*t=X!K!Ypi90Ve6iR
zm%2id+F<AzvLRX4pU8wX9T5k41SFw&W@afMH9dr;Bh%LwSrGxI<QVzifsP(s6QR#a
zz4KEU$ge!G<aKweA7H`y2k;5%RNUJ_(vL08H@sLsjpjpR*&JCWtL%JmGP85QC8CMB
z>B(rz9X{7>Bx>)K$gWLceKn$q73HLYf4)VLw(Xa<*JuRqNHHu|EU<X~@zRp8emAH_
zi-cC;`%2gY-V0p#py<0J;X2Duba$^WSpMuOuxrQ6EqwgPvwbvLDzu8sjec+cn*41G
zJ*m;IoGv&R&Mo|o#v3-${Hu-~mn^@i(QdqoLU%>&{1cun3%G=@Ez_Y=k4wN%v?o;3
zCqRGx3J|o1N7QzAdMYHw0S7>Ygab5p5N#zt-A^6x()ZV%)@TpjjhaNxu7BD{*)M*s
z+PCQnlt9a}0Ga2?-^Zla!Y?8ng}4_KKX$$9DCB<&>%tnKr#dX>(`p*U%@1UHgY6m1
z$`8|Mxlrm#=a+xcXBVq<j7EfOg(^W27@G<woLPviqB5t@S#UKCo9~Yr{scm+lN~gG
zic*&2y(-dl=NAvOM>^!<8`QlX+z17&joo0_!i-@A$AZk<{^P!9=xrNWwYbFkbxWr_
z1aPAhwy>LlE80tk^T7M{Uo5>Z9)af)D<Lq4e_>05_5d}*&VtPM&KLS~N_9JuITwGd
z3AS&7?oRY%4_z)rrC)zz_LOJxVv?AkC!~Ym7$Kf!>=k9i^^oL+Ar(eM&{2rJ<?fx}
zU<|L$A`EMprcuE=bnf`Iq$UM5;#rPD&Q@T{f`dm+ZCc@=V_@n9FDM}VSO!uozS^;E
zUcnpX5UE^_Y>iVB3{P_8unI{FY;4ta4ZdmL7a?1g)bw<n9qBNHEZRUWHs#{AV=bJZ
zC3}S`9)1lstRAV|1`XTw&0OpymqShif73;fS*OngDj>zK0qx1Fztw!F(*G)H<V25~
z9hTmDHt$qQV|U6R{mnyE=VM>LJg3EH>mJz1izA=7IxzY?Le3?c&A{IaYT9C0sfm>f
zVu#=F|Gc^j?7cEL?UXplePG)AV^-$hzYP1f+@u6SDR@<B)(5aAXO6VN9yE7;*0b8n
z2&`JD3dEa%;+!cuoVA9MBnF9%g>k_$YzeQo+gPP$fdvT3;)#JIWw_Z?hTdgkesDMG
zAsgvYzhuXX<0d00iwA^*N_4praswwV|Me{+{?~KUcm!vWU=Gfn=1I|=87O|CBUN)G
z55{*7Ja^y>xcagmX_CB%%WP<=x#a5^m?eovzpS;iSAPU$xl(|mhC5$~)kn0<uoPP2
zJed4%Zv6H&#|EMbx9|mr<#MyTv)Ou(3$Pitw@*1VCk7F-@C64ZBQ&yxBqy_Epp-tg
z?NEf2&1CY(VMjs&3+iJlpGCRIZFh2;Zf&~1*#}3N4aJNbSAb#x9XQlqsGo5Ki`fE|
zR2%+_-niiAc7Pr&2>$6HBC83LhS|a)H|ngoKNv@2*|T`PId~)F`BucY?@eq}%83vx
za$<<Di_)A@-Q?ayuR63}iF8e)6|yy$URhUs$~!NP&_u3|;u|?ZEq2u@+32bb5z6I`
z!r%ip({Xl?x?~fG1v%fM^aoAe0n_EN0{Ak)V(h}=4;D!%$l<6_tgD{H^u4PKe;m`)
zg<z_NDl2b#d^Wxt1{4cYE9&bq@fSc>m2X*f$?pzk_+^0)B$e~MR?x5%<>XrFDl+%o
zsm&e8ix$O#)~E=EaE;G#?Ul;^n~zT(d-e5!IKF=s7;jw5hk+15h9yJY5Gh3seo72J
z^rs6BuF(5bhDM(OB4xdoD0?@2)H_Mw@2e8ZX;RDn61Tp<#J5v5T8&px!Xw?2$>(kL
zf7;4SsS2U<2Z2lJIVfMr^Y)&zXE&P+F3uXEn8=OK@Q8Omn7IXztsRPqjQm@3(J{PN
zrNJ7l6ADFYd5^c^)wj2Ja55}g4RK*%)~1Ll;g#>GFWE?~-g`>)UJD!DdZ8Uk0!}UR
z>+utISo#};R*}jt^T@fbM_YQqV;x#W%1B(~(F)FTX&P-3T1B#1!%;Wqy!_ihjW!Lf
zB0D<x*UTPc^9|5wOI}4yX3T~!mR|S)a-XZE46Ah~8XU>3vxPGK>stMG7MP^b4!nwT
z0dp#YA@x?jW`EQ!x=5ooUPakjJeUMr<J;!F+h+Cevo$(^S5X`+-O-;EUq9fdlqWPg
zJQNp6-O|PWXtS~g?CziBRn&;2^RDlkuQ+<%+N9ADyb4>`upn#djh*~j@xN>&qxnyn
zg`S&%Okr6TnYn}^%{(~WEOe?fK2Nas9QWF(#Y^8zL`ar(EXfy=3u1=FzOgV83c$f#
z;LU;SzP|+%>IfaaT;{eH9z3(@+a8TNL#xPBip&&GT=L@48g+$IND6QtfAk0Y-U43?
z38fGZ4*{RI^Y*E(!)vY9L`<zhSMnd%H|;c<9NLk%K#Y`rd}R2guE|K9T(*oV$j#+U
zr@AjA)PPg8m!6*Fo~N9F=;0d0<8)AXiZ3P8b!^!4nN?)5M!md>8iq($AcZQ`8d>Yx
z`5H|R9fq_PN<P@Qrbp~Njba=Pbfj?Ml6C=hau1H|es<&>jZO;fNDAYd<7Ym9=Wn}4
zCx=#%t`qOF3k#lK1Nv-wXcZCYN#?%U<^2oarD${}uMz_+#7+2@KIwHNGYP!cr>aIw
zNiQ0URJU4?Xgk7Tp*K!Xa5Kj$17I=KBuZ1~`9EB~rZ)oX8mjDr_syY!eKHTj8|NOA
z?nubtU_$oRA+^PT*tAZXi0V`GB?87sV)aV<%PvmRtWkZE?SAU{;*$RUS2g-9r;%ce
zCL>-tT+$V$k(;Fp9lU;TsYag<rL^Sl6{V8<o~Q5%)4b3s(o48z(5b#>nzM6`T=-iB
zkwJ{8xPyT4k%jb<VGb6pl3sDuzac$XEO3`9w_Buv&uD4sO%8YGf@+PHZ)OgSTw-iP
zCz|)>fixlXV&-L<zdC=v^i~)1*8i)%3=`36T`Ote5&ys1$gWlM9zA{z4loySvq%Xq
zUsPcGHe>#<Evr|-k?ayyC4eq!b{<cf{<69D@1Me>R(<a~ZX9d*izdSL_Fxq(jEF*T
zhCDiB+T1#W5>zA%UWQ5EL6G4ATz~Ycz({2O#^0;lKiUK?w7gXD-okG$K{QBaD1(W}
zKO=B!i%kS+sPS<R{s|j7_IKBlYldI2(OTG(d2=MgfX|oNRor_GJUQ=%b|gbR`AYsN
zh9hUUonh=0s+Jj3VIiY!WpJ(a$X@owDZj}^>oc4KGvFWE683F`FJqA!`DAK=2l+}g
zmPhtEb@W&0$OU{E-)p_WMiOWApf@f=z4jc~NE}Kie?Zv8gjN&$&;I_bJR=UpWrvD@
zr`tnGEay@nB~D{vaL`y7SV9U%_v)Qqe65jB9<?Z3xZw<UI|;mDqH=Lr8Ap>@%D)0E
zuu@lL@Ec+HCXS&ectgcpTh4H-gS3UtiM5JxhNDDDb|m7~X%wfXs>0FTC0+#EXR{vj
zNG{`wbhFKR%ww(6ITT%4MG%OV;kYQ$$vNTH;O91RSftRs{`iz_16TY68wX?0YCSBH
zzI!3j;-E)$B*-Dpf9c6kF5`{2+GHR;J(qPA2z?fH>E+NWJSh4z8~H1fe0aq>OZt8l
zuS)lD#n0Ak7!mceM*D=4PJ~uVUZwrAts<hmDTX@+X)g&yRv8ppMNExSld+*yB-e?_
zqC-Qg$eHGKci8CgY^zApJsDa>qARP6$i2$Q&?*ua3B?{-MGQpgHb-a`Nf${vXJ{2`
zN3PH+azqje39TYKlB7ddUC=bjDsn{0p;cr@vPx=b6(P!scRit1WJeO+F`-qggZ742
zkx(Qq>7iAuP{xH;v2xw@P*Ia35=u`T6(~{TbOCAPxO`=!e{m>EGjL|uBcctXA*dzW
zDt|p+;PM~$lQnuj6c;`sxWRN*!`2fs%fbfyL1+~@A~9LCFf7+F(+XXYvTkUp-DpeH
z3*9mpj(YCGPOy*j(46)KqBEIvPmAzgYXilZTThuCLN2T>Qi<5p*M4kP`8{y7Mup-o
zeSvd7@|7!ecA`craSEv6NhLgUpYN|4Wjjj`Stu^j8u;2qD`tzXn13MBzq%?U<RT;r
z$Mf*`M)u~J=uc))(J7%^8$#_bY*yzJmo2bVdS(`F704Hl+rnH9nvLB8-cW$Ak7SRb
zWHB+506Ujml>r-4t}*t_I0$C*Q73e8T!vuv6B16R@hVD~gyMLJn;j$qZl42g?`0<+
zS@$nTC;PW}u*5HFimHaPj~s=d5gnPWq{=F2T?gr8DG*0DH`~~<Av@H`B~DLfwabif
zX5<)TR#GAZcZ(maHMMhOFX>}aQX<JL&8AtQGa(cn+0p5bqnXvf2W;eRD=1Pqa>8D*
z(bP~%$YD<T?ej^y=Yzx=S+WX>byh6S8LPUV8rqQ*95I7d{|z4z*k>XET=;LYU_arS
z5>60CX)KILHOP6I-o*9Y5ZgNG1W^;fse2M!vV9&b9P$?E@)tv=U#bEz6SP67KI8)d
zGh4U^=z`EW;*qU;)vbWE5r?8i#2t>iRr)<h^uOBg;{!VEaiKhD4?$_@E0@Hxto;~{
z6aqJ~T4D~>s07=}8y$sbLCur2=|%VnAk!suDa_e>#+@n-Lg0yCh%m}QvkRt^24RDL
z`5;bu8pbkZPh!dDg2ciZqG%&${K&kb@%L)SGiL~<76m92{vsXmIS>qDu|d|2vnlvQ
zupqY{nRZ}xzjSym{r9F1PIxBCRHgtL(U6}82X9IC(H<RNRLG$jCe2`Pv@ftC?T7qm
z?xxi*$0xn@&T5VL%B`=rHvdN1jjn@8`%AJIUjD2EU#y@vmGX3@_l_#A4|R>)Zr`c*
z)H_~S`*_yWj&SI#5Of=)WVw`qTc02Ao|bQAd<IGSIu@kjTO%re7r9C!XDiKL{?@Dw
zNUgi2#M9-FtHSSCv;{OA6YC*7fLRVS7KTQ6o=zQ&G`N4D^Vs_E%D2F%F<=DGnlq{;
zc|6H*Az+{Zwi|}+4qg86o!i^sLHo@=jQ{-Rm+TDN67L6x#76wD&eKluSrLv8du~I`
z`BHIVY>Sc49joq$P;)*Fy7U+Bhyjk{(<n~)MHmDt$d@lRAJ?R&rjfl{h98?2-<u(?
zUiYbHd5lLs7nJH456}AK1WK?$08Jc02X9)6j&D+^2|X3Qcxm?^dun9pscn1yJ~awF
zas82H%#&`ZBVpr;Bsddq@CVR!f%jNJ#uq>MOuG+L;hx>2lfOK(a~~TWX4lcdSa4<u
zG{h-!;*@arKAcQxok~`3`7Q?V@hm`8yYL<dn@LDx#9RqGYC=HrlhV)|7UagJvRB@C
z*`<+JAW*mJ%b$tXdh0O6ku^pX@f8o11-Pp5i8eKs1N&_M=A9OEKVAR^Ep!G|)Km7h
zuZO?wvGvx-$Y0m*@7?PIIkhwahv9+(hOH2JW8)VE_P&(@FR7GHY`rbwbM}@I6MsyE
z_D70wV0b!o^cp;e&I<C<FE?ub_BMgk<@l1-zCN~H$X4JDY-ez??u833q1mGapcxjV
zLzw}y?f0TJk}^Ae*}!p`3O|DQC2{;zH(mRk|MuWxLm^}EMo-6#hC5)!jWOp?N6a`K
zjWClrOohYlqF=o->PL8fWz8S+-tY8brh=)SXyLnx4jPGlGp+GYliv`-(>oP};Z=}w
zYKN;n?cISm-Ql`SCT1w;T-wLQ)~WN#9yn_qb9!^bBN<Q2u?F4_qLCxs3t6sBu^krV
zy~k_(d7xS~jZF4k*-J7WlXIfa0PYZaYdyf=F7K&ZfBxDt7SeineoqOF4#XjcF)TPL
z*GFt9z4Sb!6JP03?flO%btNiHkJ15H-z;bqogW`>=NPGxZ;GWy4Vg4uDXL#k?-pf2
z@WwMWW)AICFaD##uMdI<z|*CsPU)Sl(anHn5EE}5x2f}}IXyHoe%yQQ2E}<4DhQg6
z;i$yJw~htbdV9C?)fmVbecd@{#*!i9)N5OqEloe=@N=jyxIr%pp#7!o@U{-5=VDx=
zddSEmWD{#7ef;MF$dhf8@3Ud=#kB(Nu#CY{NA`h<ymSR12IN$Nd;5Ql>UHk`Tz{la
zlef-K9GDeMOC1T5X(3GZ4}!TdY3A20GvGy_u8%(R;DyK@S;4f_kudSqD*7SP&WvY+
zQu*I`r5)h8;dI}=<>QxR1=CVT!o-J_=uQq3kFxnAN`17mzaDSVOOs)8a?Lx1tMDg$
z{&J`<;r9XsVx+K}XzMTc{_b<r@@qtV$Xfyw{l!nRj)bY6Fbk)dfC>XlHpcB8QY9XE
z^xM&CB@c|m{9ogi0EEdZTI)!d_^21%!s(!J=zH&lZsTi!!hEGjhvUbWZ3dX@_}Fu(
zBVk@cm~0UW*M}f&u^>n8eR*QVlki5E_?Sq&FbN=UIn<Fb3*lN5iB<w?cNB;qX88X8
zC;s(AA#hrJOf;4_CP<X>jui5unyfE7io}lCD`&VZ2<pUkX5ai3DMK`J^wQ>SCGMau
zwn&?$js%RWB~3&`%v}7*E8{LUwYAYmm3O-SHnYsatYBK|NSI2;hMS&Rt5kGIiGEig
z%tB~VLFt_8NSKQd&o>!InCe$A*0=PCi-k23vu;ND?>|`tctSl?+)B4w>PVRCc|7Ct
z1#D!TTHLddErl<xNN`LBn4EJtOt4|Is3T$SL_9f{@esV)SYK}3MK*|(;K?Y#)j7^s
zl{@$>^(FjW0AIXU2-_uyZ|3#|3o?f_Fa}{@ArB(tJ$16r{RpE3TYyX;fM_{1mIz>D
zn!y;xR9`wT#8HXlbVU&JF|FLciOrJ`jDv_<B-}X$??^h+`CAUA*c0jA;7*LaHi;KD
zq!Tz^%1)OKOc6^WiSQ$K6aj&ta3QDN4uj93k?aH;(Mh45aF+r&2*pFQ6Y2l>j4GIx
zIud3v<bah}KitGIe0+1n-IQ}|k_&6&3}a!q%uID8Oxz36p&U=#{_s7}^i4BM{BrqG
zjja0O&j}H?y~-qM2lf4B3`>>0OA16`#t9H62LQ4|1VAUV4)unhXjwt-dmHyom;h#C
zgMvL<O{+B)M2Qn7r#ccQJ`u<lH}eG}$@}(pe*gJl8kzA*`^itgy%k`N#eU5fj9BVO
zm`dEtFpDS8ifKI+A|Ae}`ooF3I}oPj(h^G@3G*|=a|9pz6S%NoLC#iu^y@z+M!-JT
z_&|wJd%Z_H8ZW}u!^?l%3H54t5^K~$PXT<zj|R`K7dL!4z?1!}t$4V_UWJ`b|4kDb
z*J_Fvg`_Y#<y1$)RE9;k={3iSXZHW)t!#rkR5A*O-3X5Zn8sE@86TE966RT?6H|5J
zrtOvpMI(J~JyWkrv%>(>;F0}+u8xIaOM$CocJI_%B~EO?tweGB^>766Z4vSGsvGxu
zHIe(UAkEg@`>0%%nXm!r((Ty$zHgM7+#Gixg*!rSg5j14pjM|du&*bo9Qb>56x<W@
z(((W8`0nMlN=V9JtD?Blr%2hrCfT%;<HmLrtwj)URsW?g>dtF?yDwanlQ6q$*`5<5
zEpw_PVd5T&rgE5SyF^D`TJq+Z3L1HQc>N|@i-U874#7HR8IJh4eE;V><u#(mr_Ffj
z90WuT=T(%h5;~k*?mOkR(T8gx;jCGP>^O@>)tRH|5gC6eH@x1!?jweG(Ru70j9taY
z@(v(;=;uBKUUeSL$7uX4v<!5IdGHtax*XIA4+!HM?Qp;mv@$(;F~T>k?p2#iE(ABD
zB^eFhB4x?o`Y4b^cv}`OF-~zfT?!rZVkh(Q_}v*-*rI~y(C4w314Yov`bcKe_?RAm
z{>}!SJ+q1enS(^ThQ*D;o~CtrA4>tZR64i;%`2gdVHNgK5Uko#O+YRx_(8auz!!48
zW<6nAIQR+)H+MYsLzx#}7>!p)nADE-MQXco5d#>pn8t#ci@^vc_WisPIRat7Z!Fn-
zu5uAO;|2@G5jhwkB(6M-Q&`Auce}>Hx@xvaBqR~b4s^2ys0)tq#=#qf_O|Gn&A>@4
z3K)W47%U!|5kx_L<^$)!VzCFPmXjR?l{&`31yk&X2RpoU=}1HGZ-A|;FXK#`CrA4G
zIaT+=3y8EfRMHy*M$}SWT0v&(WFgcKu*>BvW}!TZ5g%xss5PRZg^_g6V-Rxa4xS*<
zSRM<bmcU+heEv!pqbeShn_O_Ag7`r8W%V%}UN}c`s4wBG`r)QP<WB1bF8b~)B#ZOt
z$~*Xuu{C!_JbwVh*D<WuABH0X>MK1YLr!_H{10%rPD|ssZbKpPROXO0n#DBGSD_w2
z+=I#;3uDBPq%M*h<WMw3p&%DBU|OY9*JxK<dpi}-NOIQ)Ye#OY5F+eNq=4dc0`O)A
z6HHjj?J!sNUIV&9US5!-zJj=8LG*r|s<;oq&2cmLEY+4gUou!y9}5D^<sM-U0ehj>
zfZ_c8=pe{y#?Cfh`hMMYa81SQx0bK1`SIUOp|Kh6gTusqB)UdnvuZKnWvJBKU~!_`
z80Z&+^uxjk$}rVI`Ypi`p@?#UFk7)gY>2p(Xd-=%!&K8|sUzp)4_L+hg#p=d5FF1Q
z%T}%AWXD%J+w<OpzX03U0mC5awbTK~*3>sgyc2Z{QqLa+jzk|`9>9$=h+&P!vA=`U
z_2J0w!yX+4x0#3!6q_B;Du6Ls{z#nZSmQpLAg1GoBJw5J)%c96<>-Omi@+3U4Fp#x
z8V-!$#V>%wY!kNa6z8b&Kou}}7jO$K!X{yZU5*qu^e77dLpLJI;;d7C81?m{j12~}
zJaTMf5;~6UV)1V6VpMt9hhCSp=>>Py63W_SVn0~OvwQggZT^Ppv<&>}FF258s6sCo
z5X=f0kRU&RCOvXKEDXuu8w*CWhsKE%JoZ+UBaPkc9gdh5A85QH6$7tGb?F)n-T#E$
zV<Dq;<j2|qv>~(#v_gc7v8fb~8bL#4xyXI1_<)A^{<r=T_E~HoCcM&aDK31&1{x}U
z74_wSk;~r#y3#^eEQSKOEdeq77{19@ha0E2u2xec$A<2^RCnS~W+JJjp`m4IkVi#!
z_Q-q!zX{Q9hqWRQk6=GRu&Jrfe%5Ao4UN3NYSg6J3x;UowpN9yJnAJ?PWCB0?tZqn
zwZawi+<4*o1qTywBmE*^nTCxFlh{n`8Vlp(7%t%9j-$F@oVJ1{K~&;PnG7cS(<Xvp
z6?(kNt2V;#(YuR_0`e!<@^zpmfEa_lVj<T=<G#zYz|Q`Njv(Y<x!U;rSlURvQLb=Y
zG40w-4C=B7ES_KFm}<!ph21%qLb&y|9v`k+;3QL=uJHDkH=Ze&#cYUUXVM|#*IlD$
z-_3S5Kw|mZp1(6~&t?O|_`vvuR6kJnZl{a;?ZGJ1r*r_G#e)3)anbAF?uE-An{QZp
zW62yi8~}nUMzb1>lF{JBO#?3QSWXZHs|WC60K^9pUfGjv5+Aw(e$jitriQF3dwSrX
zDUd2K2P5}h8y>RW*0wOd9ThkhVB~YQL-QyT0CK*Q3F~cUyw}pV@=*;0PmQlZ4)DbA
z7@8<Y3lZqIFpFfzs2xwWeF_eyI(MH_%C=@m@Y<ad(4es+;gZ8aZtxtzxZSs|MwXQu
zSiq5ga4@Dh&V+!9Saw1z4<nZRF#|{%&UpPkT&0+gneJsn)vSlDI?b?EZ{$$(0{+Ru
zR~xV1bP0sk_(1MB0=3vK73LCFXFD8pd#DdCXa=DV5@*p!wnk2nt?BX5-h=^9_AH5N
zzJ2|DSk$+IUJZh2sUu*rLvGlgBT8T{q_WLN4IC8~h6@%n-?C-4Gj)45M?SY^^}|k0
zgw=T&V}W&wN1FZu02T1)3h1zcoG9CJ*AFw`$dKo@6vN3n2{rWxSUu7XkXU@2mpK=e
zLP{UJ_R$4j{isY(ASi1$2&^6MTMP@#L9~AaKxDGJSjkgYi^Dyt+Z=nx`f4GgeT@rF
zOJEy+NhCigTDUg|?pE@`13-Y|T5OC3sa-s#oPG{2roP&yz}8-wk<0^v^w+mTVK_1a
zbFn_&p)7Tb{Fq2j!QTNUyJ9)(I+FeupsK$xmuXP2z(+L@G8SaZ*f!debHg>`O2DE_
z%P>r?uvTn)=1O+q&Mt>mvM+2!&m(T;UVef|*Xrv_z_E0<uc{CGrY6%JtQWLo=?ScF
zhHt4a;TJ&Dvmj8{<sKU(5YhzW^KlMX)RN6@sUyKQL$DEvUa`;6+ruANLH@j5t9F$y
z;E?uWSStN<bu=uG+%c0=9RO@i=C#LrJU;0GVV0o33=9RHaY}^i8C(fsFAM|QgENGM
zx>{W1B~GMoaC)h=SB3?O53$2i>@9<e#fKbw^Dr2D38nloMu*9$f-j;s<%<y$>48uj
zEOn3u7I%c(hwC$L>}$c`;9h7Hlz5LX$?HmkPyu~=6bb<pB=Lg+%O4bji;Az`n0JC!
zeUfoz0D5IA)E};UF}NU1{|C@#1$pUO^OgU60p8-U+OKvl`9fP1No)|nV>f>|kGToc
zKQ0Unupl#%uU($9y}L%P5i<L|yMvh+vM$ga=#M~enG<#oU;x63oR9tne>G&cm`3=;
zL**r2dPQs$1*;v~ZzkIlT&^@=Yh_kQvtJyp7zpYZ8GzQABL%4gZGOb=upq+wWSD9B
za8T<|&s;%0QzQ{$Gol@!8u7w5+*|Ms2KSu7R)5RWyM{M>`ksxh4b|5&@KRV+0GRo1
zlYun;DCH?MP|8G<upsi%Iev}kJv75CSG{>Nyr5_kb%Jv}3z~uIP1MKR)12(;vmm-i
zTZ+r>E@mjnsis$9Sil-;qNn~jWNoYe!F|)co=lINe8>kPiFd#Q%od0w79{M=cb$E@
zK@d~Sl7SnyY=}g<vEg+9W5#@~xQGR3hb+KP*O8yFAb<Dza$@x-pqpyj%Dh?Y6(3^{
zToMBPaXe8*xCP&mVw{WGM#<~o#K*)2e1X+b+URADZEeIB3w0(avLB#2_QW;^*6Jcn
zL*~he>L57TLVr)>>%E6tM})2y#8uORjGPYfA*zqgvbvZwV<qIX7lORmbm9EAQMm=P
zP$rf-sI8bR_e0W$vFOWi{RW&`u!1~t`GpFH4$Xr5=d0#l`SFxDlvGB;K>d|b&w#9O
z0b>C&ZuSJC?hLk!_>jMX9F{J%FCT4x(Iz-c&6N;dBhib!L}l59KzGL5F?uybAPfZ+
z7!<d_{9P7)BRSljT(^F!2P>i~$*UVxPa^hOt^sQe9&U|1T)>`)5vYn^tK|Fm!Z%am
zHS)vMipx8l9gCI^WBGw_8p995!t{;cg<u8IhI~4%^W<cWyc<93qd&rCN(t$Phc}Uk
zu-)SpVxihq4S#NW#n?2BcsHzn^#1ziWV@$Wy96*c?TO&3@t`|cpNk7A7G$@pY?}gc
zpwQ#q4|M6$V6<#E5EV{w4Aii@y~ddls<RkmW-JWxfXqd%sDHz~<=;Toz$D~`vUYq^
zA;Xsh*z!<We0(}c!w8S6yltA^gXU005nCPvb3^ufrG!eOaZrRUAK-@{i=ia>2EeGW
zAWhqBD3gEtVmR9QqH39TfmcBn{mMX_^wlq8PLE!`Ee?*!Ze$ccyB2TxV$4j@nxSD(
z0HN+`01^vQuZ4HoKIc4*T&=tO>ezU=$mAM_s8+5flb+eoXCBPKrdc%#)!FY85cOTa
zUwq**)Hdq^3o`s>_lpZOID{&*ztcCnCRLN_j4G{RmQ(4z=8nLfU{P5XeM=o7r}R3Y
zOm86G;ieUL?*t4%n+6ebKTSH>xZg|65M*+F9A`2DZ%bp*I$=6G8CgO8soFU`evb!&
z1}A(q^H$h1$k(h5E|C60FxN(tU9cqTSdh#@hii<A@M&bA?G?}WC8ujNoKe{{-|`4S
z+)xXvnB{gtlH$P&a#>ugzo1>m|IZ`Wlw<>9TmznApu!y-5Ei6(kKuu9?fYnC_ti?a
zmWNZAvSN!mCVB}6x?0V-zx}q2)U<6p|7qtEQgTKX0Rj|Dq@Gmu2v3-fk2J7?JUzqN
zVdl#aGJ81rzOBi?6lLI4ggUem6o8nb^u`I5e?MNiGlVP!<~ZFEQ-GQA#1=-ZkdfQ=
zL&vL398|6%B7>)c0dy4z+?7~K4&li-XHayRQksX_qB3d=xZNM3yFnfEXm?mo9W0p2
zJd&#odquZ+9wM}>*XUnv!$NkCpXHh@2PF_U!|vPDUjY?q#YV0xVwZsY8nP6cWk4*)
zhP!HSRx)6zBW0j661fT|vf|B^@9!yn@m!2XdM`VAu;8c}K;&*fx*)cac#5MrT9?g(
zX>PZjYux6KH#@@I-tY3w^OYw_rg#=KyuUE`NL<th3LI3+ao{Rekc67;!{&!I1l4l!
zm2;!&;I(H=kp?;3)Z|&vkmSPKm$>B+ZZdE!9(AcQlo4#HBghrFff7>)eCxmyXikOV
z0m-KW&Q)-`9xDqZtIGK@hdL5hWww}May-CSD%J*xtAc5%BXDJUmR4X>%e6RDv3vF%
z*}igdGmUJ67amT}(UcVu37XJf2zD%nT2_6?bLQVi|M0@@+n1%qp=?=^%OJ04rGK#n
z!Q@QiXCDx7SG(S}`%6ny&}d^$pgky+SQvY^D{!&Hd!3j4a`I0!+aK~4ouKFOjEsx`
z<jfdLjvekA1UAOa6D!F6Ge7<ERC5U8d}Q0IUf%TPa>>z`nfOO-cEnUz=Ol+Za!!!O
z6nFALyd&q3E6*Ds!XHBCLE>hqBVkrVn0Txi1XGv@#<(5<ezdGFmO2t9TBNjKD4rs@
zjkJ0Gg{u#m)B>2srbh9Kr4GVm>I;2g)X(q?ti&mA4e-f#AJA%HN5Dz--hjoY@Ark6
z8K}?vF3c=I$50R*<OWq73(`WIi<H?a-DLbK@PAOBWAwR>VEyHsu!)7Yni5=z4!Br|
z`Py*xGaFix*xVg+0gv5sxjn>4j)VLBDBi^t@ZktqWS7}W<hDB;f{H{p7;H&I?I%R7
z6mvDCI-E&x7HnskqkxvuOI(c~fG}8gO~y4GSZQqC1`G<=?77CnWneHgXrF?XyqXnx
zFvGWHkX&WCq=~PBaDKvj`3ZqH1mN7T2!}VW(!oO*n1|!iaOULo@DnS&@JMRGmP&Ha
zjY)ri0yr`T>ti7W#&D+smqQP?QSX0*)^$1NX7Y^JU0w*a8LLx|+j0`dQG;Egcxu;r
z1*jY;omTedr8;M9Ldz&($dU5dJ<7~z#-hkd{xEPQqMxTNJg~+J(xk!RCx+em0Ja4`
zzqhwx$&Z=NEDo3ll3-x|q8P4%E?dS%Ikl6rP!u}~M^`iS6mTGodLT_nt9~upt|_FE
z<NKc~((_(%kg(41_aH71Q%J<Z3uMI8g#d;c`wPKcPZ$CiH2r+UaPY+$do|82YqA@g
z6of1qAU?Ec34O7G@T?Z_&TvNkU9`}<!?67kUQY_Mhl1LOGbB<8!xt;CBLijyGv^Wg
zoil`5Gcxdgx9a6Ivi01dNizpx$eG2;;Eo(P`SbraHR<(^jWp}JA|81lKSeHFmRJ_=
zCFMIWf`f~)dmV}R5V3SzDMpa%+LqCi_H{|GuQ<3C62b`hUxs{u1=-!<eey}Wm0%Pb
zAE>J&<It{brcCoca{Tu5?>r9m#fPYl(@(pz>TKTm<a3uY&|G{-c4>$8dF-(M+^=Qw
zv4Zqlf9b)-e0wyqr02?|gVtXF`bBdTa;PI=sxyOdJp!hN6=eUedA&2oHPA@6IdS_w
zy@{cp1_LTL{)1<=jHt>*Aq=oV@z3kcZHyKgauba~G#S;x0+@+HW8n{E`uewr*+)Y5
z)2(So#{5#drl=nH0IL`(QrQ5UMK>!M2cj`vJz%PifI0M1pB5Ujn!x&z(DG38=5N<g
zbGRJp_`{tk5D*A@NNG_n412}v)@M-<S)GF{fDm4W!viiIWs`n}{A*Un7C=B-t4p0d
zSD`!6sKRX;24naO3IkFv69$yWg6t|^H#U6LV2zB`livA#KE91<S=spF2XQ2Qh7Ua&
z?r4dm{6Y{~Y$eo4rKc#dbD_5f?5vHF!8SIV&^Z$Zehl<Z7eo}WAgR$ce!H0fD9qkk
zq2Kt}Rg9KT;n=&O)ECsf=m7y@s@al{);<6ErsvAvg_C*F$G5-;{P9(_TQbdp(7nX{
z_~(!Jd!s5mE&?3|(N`#WvZl}KlV^vNQ0Ux8B7%DzeJJ7jSm=or<b>~)IhR|E(nz15
z7Y=B(`6HkqzGxZb<GJrHTm5b?@bTEl=Mxq-d<ULN<5kq2l<zU2%5Y~w?c<%+sE&^U
z5BLj#vSjCFW?Nm_C0zNHU~2?!I%yR|wkk%bu}mMkFA2UJX=y1LcB1=m640Gq8>?a=
z18xj8Y8v)8*n44nmK*kGU*AB7yC7AQ-#!h>6nFz&5EOU$v<4re+TdI2BlETkJ>Lz^
zxd)$>*M~MWy1<;t=F64?qo5avj!1E&#wR!+b(wyOePco7O|#+yQA-4b0(dKw$Y9B#
zKI$y2Pe)^6gn_HqT6Zr0e#Pc}aH!&KwX*ol(J?UVMhJcmb#S<r+nB|j34wQUG!Tdi
zGmYm=IvPT(Afu{xePn6`9JIIUo4R(!PDl?0?O{0=XOAA}H9=}<LjVPK(=#~KG{B$K
zZ1KD2od%`h5!@5)b{=0`353|{)p0>k7iylrpan#!<DnnqR=_z=n7#p^vch<t5Zq<S
zqXzb=Kx-nOTB9Y$Ij9?Bt<fr-j^l~~DTaez@pqUj#eCB8<@|gSwjxn5_8<ne)WP}j
z0ipp+yMtqN2nI%04~@H%zGC6mLO#HDG#!hvPz3d3sgJ|69M{2|!RT;sQ?d7AEZrN;
zF}RQzeOl^F=8*kz$yJviGp+2mPnR6t;0Y!o6A<s`Io>$^{KN#vyb?4bE6C)^g$nq>
zT5F_3i+gA1796U<aIu*_9nt0sSRf8S(5dhT!+!n;o-SkFrv^-WV0}6niz!e5S_=Ht
z^TXqZL_7t{c<03#cRIKwS~_0G>W_#{ad^GMU=cH~J@Up3u?-S9eTO{9anfUuYq21$
zMt{=VHWpGU;~t$pCM|$h!1Ey-V_ghLL+2KY%u~yJjXNhAHQv@#BPAN{KR)zSv>f(C
zfGE~&wkTskrp~_qSIJ5cJkA{;KcmISsN})w+$u1614M)vxmdaKzVPu?By==41oRq6
zR4mArqC0!-@`2le?>g|>RSrD^s$*ObNGglm(A{vY5Xfv8JA>u1EYE-SV%Jr(&;kkD
z)&GOh&17GTR9^uW*Yh0w!3fd>8>se*UlY4)?PXv1tB3^n0O^c{5jq7|gY%0k9^lax
z8~7;&-4s74!iR~75EIp_;DTACV*;G_@YE8>L`2eIL0&IfYQew&q=OFmd*%}>pC~Pv
zD)2SZs5jIBrYaBku!8X24}_SAkBJ7s0{?^hu+ubxRk*Z_1(zhSd=AY~#2F9I!$Hl5
z0=jDny|RMrKU#Zybfs<@8QinQyW_U?Q#_0tTVwY1rdS^fa<^FNVuNphgK@*1E6-h?
z)K8Ka7hxWD21}!eOk&fiYz}EUh>gBLF0dcRCJsFf!wdFTuOW#rFPQLa+<}aP_tki=
z(?5|4&ki^)9_0~OjP+l}`aBFBVo$g&QdHu3)WDO)qDkgMwo{?h^3;(d`~}-*A`t`M
zBc73<)f3X;mJKHhr`C(%<Y7UQJJz~!s4=)exmS(n5wV6Bv0)k5&7^w9f(s)(4II)C
zs|ukeFnu`y5EP=X<1o=OhUruF+ufOVVR>{r(2PrM-`&05SCQp?z{ejx)Xh?9a%v%Z
zV0FMYLotLtj)0}9+kvx5#L1-VT^oQ=)ofZmxUBX?Sfytm9_9d{zgLy1xa&AXu0DCM
z!w;(-Pm$zKMzoFD8I7~E68=DTZ~JV{pSMbBq-Cx3HTU;?0_7S{mjW&%Q?ag)>Vml?
z(cn<Q;HDUCh=t7dAnTtxJSZyh7K$u3q|1Og{pGuZl^dG@QK+e*AVL?);8<q_p;t$W
zmFwq%ung!nAvXvR+s$tz4#UB=1MC7XBKAeQnSCGu58}QK2R-}nx0^p)0g~<d=g{MN
zC48%fHPc7Jg5{4G0<T#bsjsmpdRQ1C^x#+B`_;Alb;9c+p|C6c=Wu8fCEE1!B&6d-
zBPKIlI;_ODOtdV9TZmGkWjDC52A-SY30I0pe1`;atl~qou7Ry(zp;><<4A>mFXJe&
zkkR1Ag<5xP;uc`#=98`go(a|r3Gn~{pu+SQ?B}46Fa<zW3t`ic%;s&cuWnc?i&q@w
zc!jMB7(aq6)eRuSq<|YNT6lU)48^Gv6sOOc(Sa~!{;>YQg@8#dWHBs=ypw-OgtmXX
zhpkB1jgD`3(Dl#=sw+B5@O+86j{M51H-YN@f&<chY3acpAK7B!tnfbyRQpr5V7Uqf
zy0h04V~|={sN@Xs<b&v70CteSS0bRJYRfYh;ieb0@rpiwct3}edV(5oO}NQMMEaX(
zkcbTmV{}kgh&oFSYQ%fVv>E=wOgRLKjf#Shf`KWTDOw3uGxHpy6?;rFY`D&%mqG`V
zMK}1^yg&RQI(Qo!6zL8}oxNBdbkJzzV!+L+;wXX)EsV(Y7wrPVL)@aX&@DVTjH@@F
z;C{1FN!jcWHVZ?!gKpI5`Md|KCDskzUF<K^Rd-vOWJ|C|P>u=@bvtNAHjTie$XmZE
zCr86Z;UFU{o>vV-GNkwr<9`|(L<&U`gI83T2b3*#n8E4~9|8+#ux^(daS>-NI+~6R
z!urA%HfUlbGmGp{QGXt*AH&0M6u)r%!9TU|`i52EyTjy+yw2(mbcDopWXs0uuzsOF
zt_-}?6;M*N5;V0C_akf)0mMx(CPcLnWF`EJP6_;3Y*P|%Ndj>h;_~_+J1CVU#wu+q
z{p$SVnw-s&sJ;sFws}LbDN}eT(NJI6Y_f+Cy{h9;g1=A?ZoNYj#md>v{7}&Z44+``
z&$bEL5B~62u(gm`6k3vM;zLY6?&SOhfzn`{<!#_-81vLCxLPBqiGWQmw<@~1!)i4(
zKVp*tU0BqW8aJ<=g$Q55>iGxcamek$pmqeVg0bKL529?gJ;Y#}GNMhd#4hPR56^SW
zdO#xbQ&8<0Y#$!$1ZP)JhuO}{Ol%N20JiEWj*N$Bw-nozHm$~By6A~I3o)&Ys~Q$^
z1&|*C&(+wxBI_^Vp@E2ZomEPh+>rde_U7S!@iovAX$@k>j@{v+kb$s)??OosNhDLy
zK}~AS`KBnU5p1LXhKf3(@8F@rY*jl==@4!6V$$0$Y=^7Hj4UW+;_xazK&D~(j!uK;
zvy2rC3=S-Z0@(qU=D{vp&J~%YhT>KUvxZrlHP|M+JH@++%=$?hN&Lm10*E^{(D6*n
zUv?<m#RmH#h!*b;Er&s_Pv~RKvPba&1Y-aOhXa6Opsc_d0T~IsAfr5}XGt|-QHX|^
zRP8So4R%%!)AP_Qbs7u81H`~PkuiCFhcS!m$)~r~c1=dCu4~|)wzlYfP=dMLr))eK
z;TrFBF%Js**myQ*F|nX^!$%E+#=yr6!KLB@sCN-Wo8^Z1ONfU3J-+Uqbfz1WzT(4%
zCpOl@+hAYSU|th!8)%JFRZ_I|ni|KzFWkuEQV1u!CM%3JegYep7L8*wAo*mx6>r`=
zc**aCz<<Q%g<>;O<KegjhWa@E5ep;S7SI&|1L8Gvg_MZgBlhMeAA9s&X5bWp$qe8*
zp}#m<&O_iqdM}(&riO^OWJB>G9zs{p1)Ip!N%0W+^C+HJkmo->cHjj!yb8W*Rng1?
z`ySV5By<nMP*8-wl3c8J%vSY97Egw(&U^}}^NpilQ*5_LVIbXi+>I=7vn;9vY{Gqd
zQOwW-Ids7-Ol(O~ok>HHM`vIR3~%`nH1`+n>+z(i4znQj$ZB6c7+-{+^<anSt@D@Y
z;>~b7gWHC3{&zNVzS0}t{F8wmY2M{7q|!FvFCd3vLQZbDo4Na!o2OQaC?Ko%#03fr
zMhLBd00y*al!+l{LL6?2^h|XgEZjMy%!Lm&-dtB7)k<j?Lf~)4VBO&{-E_9J)<y=y
zLhW0)@Uo2&HqqHOr|1w*vdb-Zmudu(>DG2Rm-KzRLZT=AJEU>AeK6k!EA07Pd<{cB
z?7rQ+Ity=P{rm_GgmY7&B@<1=hcObJxm&~gLZAlfgiIU<7D`YGY_HyDg10oBh5_Ip
zCgfCyux}o(&r<%oK-<7$P(Y$IOCN?7>XLwB$7ZzMv+QRZx#j5?({p+qjdq5rP(@jd
zGFsw=qkFb~{wni9l*J(pL#`=;$;^E{4t}+!a`j4i;9Q;`830=amLe)8l>0=sRg~mf
z1WsSYF^Fh;1=~Uvv@_X3RHsTV1Sw6iVXRaA1?bsd1nqR$ooXdqZ$!+r(Ve~uTSav@
zu8EN?)ndyz3WS2+;!s))Qa^|-BL_l8ls-O-cH){g!l#l+2NFjwjwFqYPV#^eD%&X`
z<Vza_`!!GhduRU_SpYd}$Fc(=xo<|c3neIMb-wZW#wH%#QS2yJP4NLl=n3Qwpb6tI
zICO9?ZW1WIkZa-F^?#ePvRF|~JhG!GD+9fFWJYDAPj7&y*GKw<_kdd_@LaPi{2$MH
z6gRh!QFW?+Ty!zhP^`gebOsf|ogdt)1Wgp;a@WAQ1~Qm?K@U(xp&@OrQx87+amS!a
zD9Tr{&x1(rGBI2gp&<fsjZRlTh}_M(3(*(74y~a|7R2D!0se)%qqewUCtw!^2eSw2
zf{+q<a7J!ZW%)dYQbBTo5I1-LP^4U-3(iTT9Yt@Li&|W2Vy%;^56F(~DBDaFQcaY&
z@{vK<7)J|I#q04Q;<NGm?RdVIy$zZ1P4VWdjvB?SCX7k(8J9n}Dra%Tin$%Gvn;QM
z03eWz2p5hu-FcvxS{~ue|KGQVmW}=!7c*?6uVum@8^yATR~EHwSMH?Oc6LEA`8uou
zE#-wfM8Ozt#7Cv7$V*^ex*ZiaXJAeFIxM?!1PdY`@Z2$HkEci@(2-3!6ord~a_HRg
zYe`MY0f*h~mGeP)Hup_1-3Eu1aduZqVj?)1(OkTb<SW#zZ+BFiL0lw-P<+tl95==N
z;upd%&dG<|-v%nttw`UJY*9!U>>87<!;t~MS3>bMryzJTc<AdR@=aSsK`wWGcq6mu
zm_dh=$|L-?2%m+qaQHOXU{um8w2e9Hj5Yp+*$HfM1|uI=LNy|3T!;_ou|4z{_#ElP
zyt=GK7Q^6yVEHxL4(bC?H4H8RketJ>qAdlwDv$A;7`DT#`o4&B*g&59s5+O1f%pJ)
z;}G3ph;CF2+?$Z@PIe{qa))|o#n#8{-o%#d;K^TVcx(^Q$`DTK_4RbP6L|KdQXg{S
z-2+-zpY-h?sFSd@J{KoG3bhA9h-L5c2FbB}aYS46#D=#&sDM+-T4JcJza)5ulYvEp
z8mn$4%Wxy)kWD-qd<2F|u`rI<eup?xr|ZRce{F-bZke;V$j5Bqwh3@j!QKx9L+=g4
zfy60X*t<BLaJt~311WeGs1Gx})j};7qRhw3u5I=a+kHPC2Iw$OtOGbf^}UE67RK@X
zH5=JKsLgB79Bqx`e;VmN7{_0%=a3--yNUfAG*s)C2q-06p7?qBio-1I4I2jj0I>d2
zT^&r&V7|bmCw5Pv!Vv7$!PffYILt`!vZh0J7zKGiyIE-;&L#&%G(kmyuD%@Gm4Nju
z$&&!vy)G#!o^h<LqKsq`p}UQt>YZ??RSfoWB@A}Bi3?!F!lgbC;^l~Eib#o%5JiJ_
zpCGd_+&3efqV~aXyIMw<M2z<^PYiDc7AwDli@7*hGmPx^m&WUWaIQIz3W_OBAbHK?
z(PYghVe>*=;^E>5)}umHm_WwadPz+@_oJXn_b^Yz&X4rOi~a&FaTW`q;0zty7sjD{
z2i)8RCFsBS<?WeuqBLrU22dpch_FIlpF;da?hM#BnlV)pRHAsVKAg65zpE!%clCtS
zYgpEybrxvz31blitTnS?N}F1Pt&s+<_26|v_z?^}`vp!9HV=G?Ly9sr@6Dn}6fwAZ
zUng7<pW*V%I&Oj_jxvrQyQV`pIZ`^%768(|VIW1~<cAEncKGb1Ze5X#*pmBm3r45t
ze6<PnOzpD~?q^5$3U6@};Nby)*O%q!B=hl0dy2>xk`!q9qDJyl-UV|nGWFgnk17Y3
zVMqk`xiH)+NM+Q<!D3;sJ%pW08*w)L8R%ihDua+7v)<G%^p7c`5&qiQK%~cLoP$14
z1;i9G4RlES^1*@t9u1TewT8%95FaoLDabs`9b25ABikXaTj)O3G^<5~HFYE36;EQ!
zW^SqmB|0N_@y+|{h2*>B$|~eb1q3AXXP{eYv?hQB+%s|9SQwsFkd3OfWB!_64oOel
z$OoBF_=`uUc;KcV(hCF?-#Uh-YAuo8%n?ODJa|AyyNWmc6`SJup3AtZE{IxOEd(o4
z)?*DEaxptoW~!kwgQaqq@m$8e3KgPce;tw8i}lr0A%G}BdJB~0D>-oY7Zd&|Ui5~1
zI%^q{0Sn_&wF@@#(z$VuUD{AqqaGLp;QcsO!Gg$}QMuQI?I*`VCBuDYC}U`%PKo7%
z>Zcm)`fYA4wzADZfOVL7!cv`zyC%8yS2HKwohu^eFC2b}E%Mk>pTwqxu_H9|$);+-
zkuCvY8jDxJGO=eYjL{yok*SNerZ#BK{9)s9C}_)4j6;B7tif+Ah<s=KnRV~S4sz54
z!r#rSc&0;&pdB0nZXb##G7mVI;BQ^<Ptc2EC+Qy$AHazd5h=_Ih08-^D>-JBFe+o$
zwoJdVDQy+wV%8SJq9OcJwhii0E>PkFdYl412D&1e5lWi{>LM+YQBUyw3|v9`cCE5s
zmYd!fnGoCP7(4He5^W?GhRUlcmV!=(c0mZqsWUlvry)Xh5TRmr*j}4;f%3db1)4hI
z`ocvQ%AgcuL;m{CXf~mN<~WEn9K`US=h6xF;hOt(nJcdhZx0VdPUWa5Y`M(9xwZI!
zIk#M_8XR4$o_sgb_E_WwtX~++3Ac1$q!Yn~GgSRS(k0h}Z2cMo81gDO>Y(Z(>562e
zl#M!YlNls)aF}Qq`b#m!Km)*R|EVEKYf5~8VVlc)i>4v*TVs)lV~~ypZi;=yJ*8yF
z%*$IQzrnQOe87#T%SXnz;?qeNcBL_rfWg2*Ugt=P>|8Y9#ng%#-OhFNb2u<849x>~
z4vXmmo@1a}K;9Mo8W=B#N}QX6V_8`B-I%6TJQ@fDOQtuggX^r8Bi6Ka5oj7VoF8<D
zYSthw;g~hW1mUn~NaoA}HIwcKK4tKGWBu^KaK$g)da342dY#h-eo$k^KIXb%4SvQ3
zk%Q7bT;;<W1?|*YAs0vSAxIV(1?`G6PQfF18S|ugl9Lboc*U=IYu?-Q2+9)casxD_
zhdH$shP=9INTR16#i9C<(CQo?lNJ!w&p~y6k$w)JGpRe=S{dv|%eK{^63{BF8$_xF
zkuBT$e`5X8eE9sP%5Lr?ydE%Unk3cv{X=YX%1E#TauNK+y7)l70mWl|umT13n=LWc
zVZ)+be0||u!P+caboXJiBHiI$HryL^4Ziz1+g8_ED{$~S;l3;0N=+|s^=eSy3me<$
zQqWgH+=;n^`^k1tORz<ho!f>fE;e^S4y6;MKHvIc-TE(XdjuB?)>r=0IIgE$)H8tg
z^RP1!)k+wt=9_m|t47$W0K|F+(L7r+jKk^$W0Uo?A$SOzMF(OpCD6K$Eee5I0;vVT
z5iKE#VIvy<45wRVph*;S1;MEnhU_!rSjk7W^uCWR@v7T+;EA9SWlQi)WuZw#Y<e0K
z+??Bp1X-mM<nh!8F~d@?wycVRT_1EUPmYRYLILYHSo)};)d=|5P3OJhGEY@S?9XKg
zxp;)M8!B-u3_X7vjw3d9DSPz{x>YD%9Lvre{ZVqIfh+x(@T=*P(kMP;sO|u0kMEek
z4fhx_A0C*GOVg4t=q|p+&}I$S!qwH{V<MfF>q21-=;hJs07iVszHukdBYMMG*ns{T
zj*_p?kX=)|)3Ek>qp2zo8H1H+CPRT$WsR)$C49`CpqQW$l>5h*ZaCCgTDa2uu2=Ib
z_zEAhfnljH;eUtlS)K(vegxgH!g!YuQU`1+Zhqge3chl&g5#V+9SQS&g!u-;*%WHs
z>6PuS#u~)dm+$n}>P}@Q0!$2l2@3eO)R8ccA<UVa4l1`}^3>I~DK9nB$S)hKURv<#
z7zxvKTcf3pgjoc+o@I1|({Jz_3({ldvvrQ{stnn#8{7kj5qM?|Sd`@qOoZ+!dTl^1
za;PuiHwSQVm5tps2Dwt-4?|!DIa}w)4#gKiA_vdVs{v>~!@%ZLM}lpKV1eB+<BqZW
zdSrKe$;r5i4eq88VU`m2Wr+K$tdl?+tiK%V^ZnJYB6j<>jlRsL#N;lNc^;y!K@A<5
zn7+!ZUqR|&VVvs1Qwi<Hr+w~x{xZ5^SW3!L==5$a(~a&J`p@rl2YWu~7I(EuaTN$Q
zoG`zGpjEeATq`f;McUvUxR|ua3gs`&tTTDyywZ1M76XecFhqd4e!2fw9>{(D@|+f*
zt-B5xWV0Cga;hWeNF@t}2g)N3tB~9x>4j9yS8heeLk(fx(G?Y>X8B0L+bClC=|7=W
zq^Fo4zMZp)P_Ek86BhCiRY5UAtW*`*k+^1vwh!${stpn6Ey7M>up=y#J3yS$i?9>b
z5oetJHe(_GPTpv(=9w=X$HY8evRRM#rT6l+N1q)(rTk5sIN($r$+Ji?cl4Ri5%oD!
zBYAj>L*k-nxOA=oNM+Cj@Z|-9efSdsKwS($45}i}#yNi;wNVlZMaCA0$r4YQBh@(R
z#Ox7~h)$EUg(A*Ag%d*!T4vDk8(q#TzFv%aq6psDmH_crV2_0B&B1nO1&P_yc1r0Y
zgEX@G+x_*P)t+Vv&#2|}FR&ThAq-N9fvKQj!g6XSSw0hW0N19b45<|bKlpy%i1r#;
zQK4r+&p$3;`4^cO<y1$)#4Ef})xlFXDX8j9-fW(p2XE=!ef{H+P5a@+FmZgI)V@rz
zm3ZEUI(QXj4M~>?e;qAgqaI#Gd6HyqIQQK0w{aw?=o+kVCT)eC(Le8)`LsrUih1tY
z8u5?_*}%x8QzQ!0cSZoMu^?ZL+WgGq1F`TV@*mA#xU&hKBQhwI9u8HoAZtFV_TBgt
zSUc;#y8ic}PY;)AbNV@?y0Lz5fdB*@3*!MlSQl$WeO)I0LL)`>9O_7_t6aBm(=4qT
zII7RdmXMjfZ0&>iloR+`lf{(cI^~4AnO>L;k+}9@LB5KfS^J64A!V-b#C9v2_e#di
z03#;z92JI`+YGoe29p~CKcJ|*1LP%RcHUgw!3MXb?W}a=^J}x5vJt^W=xsh@c;7cq
zl=Mws@Y}UV;WDJ_Lk~V#^obrCUCLFrnpB=a1jl=%{-RH7%&(*<8bC11_@tgkfxyDJ
z4+<>0$kBzPADi9`MsF<Hr?3td<VXOc4xkQC^k<noY-rWtSATK4J(YUkP8irU!rd^z
z@9oL$f!OuXm!J(Ooh<BM({@Fztm-i}d_s6UUs!#ZRS>ka)<%+IA!CV+)0V|bZ(K(L
zu!TKb$7BQj5gZ(Ul(#u#V*XRNOsz9`qsHr;?x0ihv5O4}Us@r}kcXbaWeD7y(C6ax
zV?pL0>$3gpSAa$zdVZYoW&YM0UBRKehrP1Ia*>cgM%=Om-sn(8qi^skh&M-GZjB_l
z-sDv_0jd-WBJbrrv^Ty``v>>b_;5DpI;?NL0fNr}oB(kBkGERy1eAiNz*0wwjLP;6
z*ZbjMu`r&uffV_)Ve|b_!+QeFmO$sAP;;mwVX9QlaCVr^Q#oH4bi#jc2xM{ZSY&gS
ztwR8&VY6YTXEt>tOm?*ilb3KNSzNrH-|}afeCNU3FY{Kr-PLNNlID1t`d!g%=hfwn
zYiMLpr2kHpl_NCzJR3@&2hPfRASXFdIHUg;DKOlPQ(DyQ(zl<IDJ7=irhMjhqy9eG
zYDAPqeyg1J_9vZsLATE`m^syvLs7Yu;Vg}k=Tg?~8~@bLv5<OsqHdUD<i4i>=Gz>m
zI;WI7;I8X?zWn2lVH$mxS5eCX4}<s~6j{G}ua7y%vSTnQFK`+PfAMbY(JVZ;z@$}l
z?kV2nIuOE2iySTV_$RNiFm!Cnt^kIYqj^FfhtSiN0*7Hi&Hs<K_kgmhcH+lD_QCGb
zi!|vhBE3pe_EDB5Rf>p!kA+<>7q*ezrL6_KA}ZJ$0tyNUiUk!BL=;6q6tVFH6tOKR
zND&bQexFHhCilHO-tT|D=lAy<!#(>ZlVmcPOeT{V#bdb3R6PEAs@DIEw#4d(iV6*{
zwi4hrU`eB?pu*F3;VY%M8O|i0{%1f~xqGb-IfGUViXRmf%uw`6o9)tCMKoC04daRA
zM;{n)xLQ!Fh;&(`Zj6*RhD#;2BufOvpQ<4<BBi^$uVdN3ALDp*Uo<&9@2?M21qIWL
zAe|Nl9C}3i=9-4sAxn8Df-a>JqOkD%X=A(yM1yc&lxq7<sz{6m;lAi=98vayAi70S
zUV)_XG^$^47|<?zqT>G@OXX+~W-0E=#R|l1F05T|elzW!V}CUWYSr10ZgulRx2{cs
z&Ed)84Oi6Ohzo4b{Vs*NONEzU<~^-CgSwV>tv4?(yaFD?dR|Tji>AAyE;!Gniq@*T
zMzK?U`99UD{&TBWPp@bm6rB`^=`ORBIxoO0%v0mjn7VwAqTai}_0DsMFm&O=fSPiM
z3Uy`fb0}0ifF~KlK3R5WrxI|I9I5(}!gOKNnGULKYx<f8yinJm%jgS^NJm@{*=pIF
zh8PR`ka;?>0pSS{?$V_7e+Po%`sjw3>)xFCYL5x?aHURxMIx4(b`$fad>0u)<xL~v
zi_y#e44C4OzZka?{+l|}3+`yG@X_FJ51daGQ=)sJNWUf3xwiVTUf<t}1D|&zWagMb
z_^f=NqKNUS&{hja-eOd4YxX1)^~Arus>Tp2Tm|-MW%eYqy;?B5Cs7m+aTm!Y|33Hc
zgj$!py{CTAsas{u_V4qr0ZwnrHY%$H!#GWFk3jL4#8R(-Qcn4e6|a7D8iJRpJTcvY
zQ|-s{=L^6vP7?tH>B)gk?cWdnHE;aFAxMsV+2vCUHa12c2;I*(FpTpl8oQ@AHzBo=
z3P(9!!<sg^?@trH>(>}KJ-s=FV5s1Q<GH9e)~bbXQ&l1i_eE+Q`m|MJh6>0)MJ{<P
zIM<gRUh}HG&}i2ElTxSt7ah$|$N^GN;l&1oMx%JJO;C7Bq)duFfqJGwG9fa9a`vff
zxQ7&eZ8S2zb?T-A<^`3;{uGo*@8l5&hAH^H52q19YN_CIQEw?^(=&>Hy$c(`aA+nQ
zSR7Q`G{pfCkD~zNnnMyZ*%Rl!yQKY>O$`;}z%WjVfg%<voTd*-bRX3@1SxBwrDt0(
zjB`K$;w1r@LMSBCpO|S`7`vy+MUf<Jw)7HD#*GM<&&9L0Z1^PN243DO7^gViZ1e|+
zTM>8#ok!qqL1An{i2Mfc#E^OnoJMG=U|!@8)V&Hnxc^~Eg#$8%YJ}8eF4iBY(2^RH
zp&lwvN=K#ygi)a<gCQ@_x(O(~b<M3ce+wg~rv5->@`aJ%n8Fn@XH7{jL_UCg9fZP&
zN!=Qs`IwxS)02fn7-B^hp2uMB$+<&$c&JJ^59tq9q~jpg%AZlBwaVe`YwKXEL=&Kj
z!J?NmlTp-EAO;I>p!&n!@2x@V{oeSIYHiIkdqZvWHgf~Qnw|d8MkUi-yCG}qvPQ%N
zzXS#{onp*r$OE-iQh#W(y;~db@Oa5ip9YS|mgjlUE>2BuiNY|6d200;_}%}0_{}q8
zj$>9g%&3rj6e)GYW<~5cFpQIWBi<wUfUge<=S4y1)U|2XHyG{<n$()$$qX6MXA7S3
zUqSF!5xgJ2HEl&=OLU(t7{+P(;K!-Ve&vGBy%Sf=zVYdypo1rc3>_>O#yJiBL}D9S
zq8V~d{Fa@FzU#1Njy`k7Xvc!#c7CCD$_&YzIT8`wfH#GfI~Crd#3@m6<0?o|@7YKk
z7~nnAG}@okm+j3T2vI&P^ESBR8Px8Fpt-YS+th@XrSQsBe?)FZ4fuYC(#CkVI|U-b
z1Vwl*fQ$yd6+gRUAQZ#NhQ1g(U7)C2l<&Gdw6MZdq*}PV^1{E`EQ9IV=HX-C*El|@
zX=kL4`n=KH9_0oE1zpC04bx~SRCsYOss%Z|o%jcT21p8lP~pX(Ob9xIH|A8Xc^Inw
zdUPxTgmd6kKfCmarr+TF`%yHAif>#Q>fgz+&6~Ups~BB80*jF;$|t{4(3!h@$WuFZ
zt5>f8a?g{1u7)T~x#UrQotrl}J;$AltMSOYdBv*#r8-wEs$K7u9dH=0q?#~eQBiB5
z*q**^d%-^q;M!>&-*hT^&y}`DP*7Ith~ZX8Eb2;|u?Z<x4m?GAGMZ@Wj017d@X{;)
zTTrFC)S2Y0E+T~hEKSQ>=H;fsVU+rV%;hqwQ{My(zMPbOlno?ZzRHeMk=chVKKfFA
z7~Ei7Dx8vItF`=KPZ%Ncy$_Bv90!JRt|Oc`5LE+i-kCrNSvV<I72Vcm$Nr#`Q=(IY
zUUiO2TmK%KxvmVK;0vYPws2{wz1?>qaoUDqFJJZTesX^xb)#4+NRl>w@LyNHcK-P~
z+hNV>bIHQ46TUaJ+ywM=GlE2S@@B->M*j6{Qr^GfCB!~%F!;r94!(``(HqdPI+{@6
z77UFum%0q6A$ZpyWF5wN8h?<5^T*SZZ<%oytoCnRT<&z=O~|7HczOxyP9cpfNd~9(
zRF)%DiwftW>E#<G_C>8DP43&(ZI#JG^fXmUmX#1}T+mZSNdPK%cXoO$xxdkeAJ!lm
z-H#tc68J$(0b+m~-9TO3?18CE256R%lh4$(#hiTH?xm|GOyLU91}WBgc6tsxb1As8
z@g!AA9+1<l`<;!t-1BrT(C{bKuvt-jl2%5guTur(l!;g_T8r@RufM@<_?eXGuDLSG
z5_&cc9-<V}Cfb8PjRsGJ7ex&Br0Nms3BuPW8efz<>NE$AF)CS8{<x5rGkR(|Qheu*
z^C%GApfR+l0l-CC$KTTL3Jn>Q9r0a#KG~ltnkPh&fhncKdWcEUlwyN|wibfFq+d`~
zkUd<3o>llglMrVLK30)JQ1ulai`w7ZPKVB|C{N+v<fXuu=&nl^gK+67${ri=J<HNv
zcB*~*_m$y?{!OJFPrgl@3igL?mPaqvk+T47O#Lx@tZ#n3o#rIDLQuuxPcfA^TBwTo
zz6YnKE>leV)AITpLG%c~?hIeYKyfy)#*Y|))BL(>yOJG<-N!EevgCCMxSs(9-#~NX
zQ~a#7DmdlSHx+zs>SQ&)cT4Met!b4t18!H~PBL5*DkoY9A<s`CJ-9^HFE}~6GPG(6
zwMhj>qi}Y9_Wrw@=3f@HDXtZEr{`N2CI5A@vXo#%@!}#vQv(GSo>9Qr5UEW%$iE8c
z2*Psi678BH_D6##wdifE-#Jr0n106&o@g-uvnJqV8rdw{`&;#{bNI(jXP{46&9bRm
zJ-IrbYB$SkL92T-Z8TcZjtXz@Go#hM44$TOGL<Hc`B8kQh7|{1<98n>{w)tSM7+_N
zc(YE|3jXUYw%#g+IxN{(wp2_!BIm)+ycRsS^dPl_z^f|#$fSueo3oC6v}$B?A5ir~
zy3n79cf=9%YE|MkDGs)#UJCII6`oLqbzB=PsS%k-<V_F`7p{}=Y$r36=OP^P<cvsR
zp{sCRZi_l74iV-3^wZIRo!i&%+kT_KOo_t;<ENPg!#L>_kE@@&LU?S+DdO?_+fX!z
zRa?6&6p7;KHY^x!;}`0;$Ji-MBkQ!v{f+~}I1O+34<A~-dOlvK4J`~#3x;r#f>C@1
zeG8YN(7^OiJm6l7e#^qC{MU}X_YK9h{rwdyT>Zo8_1JV90T?tknzE872y^(zp+Se|
zUJjA74D|tGnpXP&oW`o=Usv+8GM7WLov9zaNlwkr%^9asE{o{xFO8^21&20rx;*;c
z#CpBk1u=+K)L-)QMDUDEF$uzPM8RzN($sW;ds*@F%^L<j9^`tI%R5{Fe&g!yP}el$
zV{6~)cXRKnb$kGc<<+PpFSV65%|BLdsO}5xzwSS-CxN#owJbRS4JE4>`xFm6f<nB|
zcJ2MA<G!U$xmJB&ttq)t-uH^GaPfchky1a_PQx9MccwDqR@?@!ave+q^rB$K>Iq<F
z#NUOfDL*|c4OyirZ6$h@#>7^YKf#NGP4^C8<hJ6lriMD)ag`k)g|9UY2;W&ga#5Z6
zjn-Yq7m}tS-dxi<Eoj|oO-CBOjDmB3W~byN^vYNPSP;HdC2!M5L&tDP8>4~prDBg;
z-n%)W;&{yV|Lv)`7jY}(A`^9ijQAGKgodch&kG;evFF&uBRGgj3=nna3=29*oQOGB
zjD>6I$?l+5CE82I+E0x2C8;r0WUAm0k^xeV89YBhifDhxS>F2^H=H}~i4N&O@k4Y2
z+|BTP2U{*&OH@76HhS4b>ZWdfF10ug|H3{i!$_1&FukF_`FdltQe_F>l<M5_<htAe
zE_(B0bZ-<h!9cRRZNq!_bRHKJzeR&^hdWK{HmFZQGg_oFkJCz0v1<052vaJOtKub<
zI|&g4r<nK!hVZ=pR4^DkEj<z44D)P8(;Ay<EkM4wzZ8hk_INz%P7Y2n|0obMWHlZr
zG^>Zy+<$6Fr=U2iK+<^qsJ`G8*|ERx-Sgn6o<VUDrZ!@UsUg3PWYsbmJsL_<ATdU?
z<DIn&s{M{+xt*dxc$N3MyY>~2JzkdxC(nYf(#xvkKJajwJq-4rSPwKH8yeNV6)#u2
zaIK2vP^(%R0-92sJo;Cssf=J?ZuPE5TZq&axUTUsIv64`9jm5KslC4H)ocbaz8}2r
zhZaA)?8EQDI@Q$hj0Dm5EKc=1v)j&IA>V}81dupGd{Ks8f2lYxhG;Cc&(EPa#jS&a
zBxywVnN!|zs#f2AFcic7!XO`iKk?9r4!DnQ7>$K_cHq^sYR~zqAjS<lW4W|-<@L><
z#183M24jqHY~btaz4tezsgMy(@bJYm8YdJFqwmrI?1F4Ge(BzY-~C*9cu-KVhX}@E
zk=lB6u+zs6%p#0E0aQ$lQfwhF_?97=>L#9(j2rXpYdabhP>n&TA+m_d6)D&!UebUU
z3cZaYx+-*lXHM37@v`+pf`Z(s&>y2H^Fgo6)dTZe+%B_k(&?snDUC|mS;R{ErouRf
zt6<#Hb59<IYGM2uJdMDqFz24r_pE4r$7&g!vL3K2C8P;J&>2H+UUmCU{O3N`4I5ki
z=q1IIHgMbO+b&B$^ghd5fd%;PttE%9n~vA2p0`2_!i+h-<=4l%%OFw|n!30@x`cOU
zIr;9$+|h1MhxQTuV}^fa_qmOqEa-}<IMXm%a!)BJ$b-FrVn4umfZfWa(+PrJ%Ri}z
z3}#DYan+^#sqH(acc9s=2wJ*tf%b?akUPiC%1ZawHKS1Ef}Wwa-ukpXQ{4#aF2RTd
z6`X?5SyOWPf9D^X8WeZn&#?zM^3Wg6&#yz&%)1oGR{SGR?4BJR^0nmU>$29gffKH)
zc#0-GN*Vk)IN;Jj8)eq2ETZm90121vKXULO4l!Y=qZp1}Bii}HFo>cSHmh(#%}0aZ
z%eeOBO;Icxmlq=b_w))8EM9&7eQnN<504}QN#_gc{pf)kdpRE&l5#8d>apqepvb_?
zfk1}jEL$IY@aL3=H}wdL#?c(gGg@))-V>u6V*|QR(a>PwB^|Ca|Hhp1?QoB;XlOwA
zo~G(WrG~H0kou~8KsN&~YxP1i(waTp%A7h;a_?RJh>axpLVEXlk$f?@geHgzhaI(B
z{ry&x%Q`M*bA-9A<{(&)e7kPrz6ZxibHo^0x)?7s^TIr-0+|!^RQinyXYj|D-O=VE
zxD?#gdD@?wns=6W%<^n6?UG+9ni><LIsxI$m@=zZqP|m0ZU9Y%t5PZ?1e3t~(U8p1
zrg9FLo^lpKoiYWJEUS~C30I(S6j_-_WQE91^3|*1Ce~QB?Ffokz3AnPVW!KZADJ>U
zoD5)J5z5x2Ld0rAP7ZoY2Np3aS_i!LJUad*)1#Hdh=RY%s7DcNHH~J73NL~V!usmG
zj2IO8MoPba7@hKA3q@{v8LOEnqvs((2I`UpNBMG87zW&RtW%^nm-@;L19u%N&p<_5
zAmzb|>Lq@XM|yeuFu@aa$^b7)2wc6$iU1mz?sKXJ9sCn`_W(%rM-eV9(%t;bNHYUJ
zeN{4cXR6q!kecaY9#_Vr@5xLkd7NBE!nI(c&2TBLQ7By+;b72!QW~A1LWzWrb)L(w
zrM*k?bzSOOfCx#6o+;>!ihQHZnZ~XuE`gB6cnu4Wt&yGf%iM#hj{Xq!6^LPrfzemj
zqLBhg<4I?&On-<J1wz5s)SNO6^oO`qftcxG*Bbp{PY>_2`a@i%u%u8!RCr<@N~o52
zqIon3OELXHmJ2~*U?mo=wn9;`U>Wkn`RGGYvR)Zn66%j4Od!D*F9Qs{q=73Otf!gM
z<v&h6Zs#$Y_!{ccUnS-#%*k^nP0NxIt^Af4);qPgqi$P<jnr4~X80C7w|N^0rLy!`
zC{MUER3;zlhf4)#$aJdC?!4i;hdM~vCut&M;HlR_GH(^V7K&4k+nY^el#i40_2VQ{
zZEW4E&P^`|Ly)=*NP!`!gPbNGY72%@FQ=)Y(C9EO8JzCm?sal@!MW|d#h)+T@)0sT
zYMj&+mkLM6S9J2GG)a8*AF0>TDBZ=>TZ|Ifx%8VTIr)ALIH@0%osx@BQb*n@RFF@w
zAk&1KM>dauOSb^BaN4Fl{(Eu9I!K!KXS3zy-t+Y;4h)TycM?&DDC76qQWg;Scqo@g
zq;M4Pqrr#`pXG&GaCqcqJw#OOkK?4aWsCR0BN15CI>U{Nk^%=(MU&`;SO9A2W?vw&
zW}(Bk==hL^Z}|+ZKE6s7`82<N*{pwIw|k}%SvkT<S)vfn$S8x7-w#C5>PMWJryRU{
z-RYlT%Cu;u<p8VwHmz8L*046M*e<2VqCKq5D0OAikVQ^D1h6b^6HRem<BG1UQf+cF
zi2kt2$+NHey@fXv_bHNsQpxlal3782kR*~!`VdK$q|l@eaHB(hW=xtfu4!P;^-HA|
z<65GdV(qQ8psDcgKM@LA-O8z33<)pY^~%UrWYV5Eb(k@v_pLV)1FuGo)203>5?2Hy
zv&Dg7oV$J0G4Pts-fhDRU^5G+1;aSWLZ>M%^#($0ob8qK2=b6e;3PmBhH=X0R#(!v
zyqv-kr&^?N&eSf>MOxIDKKM_zd=h#3#G;iAH~dbzi=2+{Xwu8keKuwLB=;!HyU}^n
zb_K;kx5NFC(L0l|4T(%j|3yBDhK!o&y#=yGUYE)Ceq|E*FJvruZpOg-Q!2Bt(rQSN
z=uRZ^cin<vobuhA$4+LbTG3#QBL+?jhH(-dMXGO_<g{`KPvwP`D7RxthXgttBqM8S
zPDY4y>4>gd)wmg|CVECUqp9HNkcGUa+fp-$F;5>>C2oW&iQcjiw-3w!vT!<IS+iVH
ze&3+;YvBhCFX=zpjD<Ws!e#gf5U&omF^t-fE+YPURbmEaPn9YCcPy0}AS{Sugs+0Z
zt&s|N@J*`tT5T~gK=l0_H`|Yz-ApL`?8^7lySML8?0NPN!>*>Ae%9hQ<H{rOP->iB
zYH4Bj(%Or-mqZuQCwc-lx1N1`aSEOv*I4u5O|PseloKG$xu*ddu0pwk;Q*aZC&o|~
zg4E!IQ(R0Uxj%k)TBT>tU-T!k77uE-`mQg>OqA9dP{REIQ!M&XYyL5^#8;85ib-O~
z#xADNT4j|_gd=h(<(=Du@KE72?6SLA$8~spI{ewW{cCrYaVcfBYsh$9MO70fKs24g
zwo)IdaI|*p+4=T!qi<2|3NjHj-n;9tWNvlLyeyozw%@d`cxP|;Qq@^Hs?Np<Y%g%7
zy{{e(&(CT4fsdE;x&(ADi_^5K;cYO8!)S4uW-!h<&2#uX%^@fo$!Yq0#s@W$+m(rW
zGV@irLUPT5NTsMg5nRvF1N4U|Qe2-##G}GXGKr^<+DC%>vKoDXkeBiJWCQd<-%wpE
zI_&yQ;=?>#NVOg=ghDx)Gee;Uxsw~vm1Tq6iBmBr4blr5w4K!!|8?%$w|B40JNE9-
zyHi_w*kJmoRUJ>rLg(?kc~fW@RPb)jA3O}{*_Vy6p!Z7%UYdj#Y#Ok8$rL<J?e<gI
z^Y;&4Ed6QZxqK1Xo)U4MQ%*SkFrw-~CL#)6de!`w@9MFb7K5y_g6bqmHbqiB63enB
zDja1@KqgGx67`I(%H0a2xt5mJ5K>zYVM0}u6&;Ddd-y<)C{8BGm1YL4_U84e%>BSh
zx17ZbXpAysK!VQ%u1qCxKG3-t(RB&F8{pyc-hF*YAf*T`t~5eI1*>k}ru+pStP(B#
z>yJ4>uYMk3Lv%=`77w@^v6y7xe6r_`w%cAv4?5Xv+EfV(crc<f?42k+lSB1+CkFPF
zs`dQXfkCJE#MOPrmAH<`F2TuJN*s{j(o0IYO6iwx&V+gIoT}d7iXbQ>!H)n^997tj
zTf)}$SI$3wY-G@>y0ZSfw~nrtGJp@iqN9`nzLVz7;lYnQJOMkJzA-Kmtq3N;cVw*c
zZkdtGoQgqDd^W;ex&m2Fbfv;ec6vq!xR8lb<YDwX;)+D=fCIF~sq4+@U)}lTxyyo1
zP51EyTYr}$YXfA(15kvMWMIL*2tSER=B0=7qC#KBHg5XX*~f6NA664+tUOxXcFtxG
zUGVLZbM)NrFijnW20$n>T-J;lH6RUW&1D>iOVyT4+$uDPHbcr=g%IMU!)+-<SKw4X
zoJ`Tn5g)IhkXX&7S)syn45*7&U4vRQziUGqnz*vGC}ben<dK6$n7k3jlBzd-FXo91
zKS#BSS5R9OL#T$ECgdJ2kZ$(=sO5T-a(qb`Wz{#RYI&;K6Cv$&#cb*+70##~Pv4XF
zAEbwVkFI;V2EVE{2P5br{7$_#O_)pN+6lYy+Hs$ZtTR#ODxfyq-8AoIh7}4@sUt|u
zF9_5*{1{EorPP;3vPz!;y(#xPs%%BK)t1P*pngoMtB~*um+mtl4cmQ04ShOyl#n~j
zjZoy^aAF_iWSgQw*cto1@{B-E@rkt$^#6B`j9Ym(^?`I{1jZcNXIR8Ql$*g1ke@wP
z{PO9QC#emBFWx|H0DdUJ8@}XyQrYz-JcX+kWcNV^Kd=x{%5+E*h}|X8014>gJE?)P
zX>Pic1HTt{5>d+-AN5myPP~n3Bu3qLX&hyS=D{B|m;6Rz5Lh=!GEYj4)&X>|4GM^K
zV-7qu<B{{>vekpm!G*iquUT;=G>7p7<KHQccE0(oVb7dH_P5*b`Rl*>mj?AVw;FvB
zR5&NEKK$%`+widEh0iLy_0r?*jIfe!px%QZ(=0#6(H})x62*bxp<F`pm12ZM3`MzS
zbqPANtG4eOzM&U};z>7y(}K}Bi%-&6<n|O0)rnM8m>XK9-X6h@=iwwCSJ{Y_Vg+-Q
z{#fbPH{v~%%$ZI4L<brT6<+eu-%|NQ_s%Uvt$Dp8StSJ)s~!ANBxb0|ivy!^`fRm+
zhG>?#=D+)PA>PjJ;LI+08{u+qGsNk=FJ1Y^BdI~>$DbPSY;*LQ7!2|C*ivJgTssI6
z5C>;o{cWFgW(b$=e8lq*6R=3OSO{jO!fAco+&8{jeOu5eJ!R~t-3~q^_g=a0(327}
z<f!<T6u*Ydo3d~krmj8sZV!Z5FS)nn^)1V#(+(^vZKn+aG4OI#ASoG7h6*o?0|LRE
z`t|ph&b}o5kz|csRHIBNglr*XF?Z+OhptiKwC}Y$`=^W1wMFGR?D^@D1tk7u6?!;}
zQ!lm=io7Xn(K8X33WuNH%$)W_xsOgXL)XsKj^2md9P-1a;N0%!Bn(Pw*#4{;thDQ`
z5N*Fj!>2aj4oew7atgCGb!1QvW9L#=a<HqYBi<R3Yf`3vNHi^rUb~ZLhq4h;A5=BA
z10_1}oLF6(?nO>4T5JAeEBl`1_sM@ryjqW@*S_t`hqmfza5Th4)N#*JL75$7dIzUh
z*`%7|_k&aP2WefmfsK{7V{#~aT4<t+=Ms77L7ZyD*IZ59LF*vkgFjtj-(wxVLjao%
zf8KUt<)l%P!6bY&B4y=}eykgsgt*CwLKe}QRhwH=k@`auXCrcGs2~^P&48vFD5e*=
z;vSMA&t0^m;gB78hp$|lDE!`?YL(K@7l2{>FHrBwcvqBIGE2d9vT)j8y)!-Wsw;v{
z|8=QPm926$k4U|(Z;lRtkK@2|8*8bJ8n|Z2p+p0jA^9>lJug(?-TaiHep2Bv5)w81
za>*sz1GCC;n=ZL3K{e3|yQ^}K#;M7zZ>84D(Ip3NEbzvftZy#470bezzpZTAs@rM=
z`Gfi6Q>s{1R?NaJkVwy>J1^vw!>~y_%fgvCqDhm-w?fa<ADX>>H`To<=jz2D(Cj@-
zBkoc3)7DwHVe``;+;3`LECdYrj1)7~oZ7QH1f9ww@4LSIux^;`1q72IgTG6+N9RDv
zmw(tc7&!mBb!h(aMy24?pg;(X#O3^c@V^xY-hkynqv2+$+u|YBEcH-zQ$+zm=(V)<
zH<kVGIIhYx&NwiPQ~H_RuW*vPne;hxc7OBu4cAt~`6hH}n{WCJy2DJi%x@TwypDmz
zslhFbAofUf^U2E&(Zcb_izbK)=jT3`{_stIT)TCDaPNytUZcyX9P}Xqv2s6znxZ{?
z^(6jHazve-eEm>@3+l*{c3qAxYhFd}K60^B&&8wBBfY)T(IaoRgm74qxAN%H;x*{P
z;{@X$n*~E-lluT&(}_+Br%^SonEm^fsdwQZb)Z(`ZGRUjYpJnAG_vdv97WW-?jzkG
z4mxiB4QgKL2JTBlRVuuvT8N6J6#J?e(sW7Hcrc9fRl=#B9m)X8DvB~6Y4nH284reW
zZU9cY&CJfso(Okr?3V#wz*il})6pMAVwRc$v)%JqK!1qVQpm-!r)tBhc6&A38=D36
zhkh8FLaUDoPoJ8n@9XEq*a0<u&k(VUjC=JYbAig?>XZn9j+0grGSdh<CFu{Q)J~%Q
z@&uABF1>}2h131)HA_2hhrCxO=b$tV5d+F&hiI#)WyYy&wQ#*wW~#SwBd0)01GAvQ
z%PoSX_jA{*tj+C^zt2+s^>lD#U3*%-`mfiX<)eQ>4&Y1A-0*N^gi%cfA;7(6tZXUM
zW@4<J|4(bd3kQm|;JdzFeQ?olq0SJF<*pz4S@mfhjB-gv3UR$!ic4rZsc=d@TzI5q
z+uA|rr|GMIdHB0@Daho~HOi>}z+=Jl%uog&t-=_-R7uDod;>?H>^tCGU#vBYcP$vk
z*_3d4mj`9&n+osB?pOWF=+{)*_6*4y@{@NYb}LX%-m~Dt9P#Eo4mNI`)N3(YQOt};
zDU8_Xzy13_gNC0_xIfRq#_*Rq{9@YgXnuLol8d{*a|zVPv~MNCQ{g?=K9=f~sF74<
zZVEi3J<c#^Y5k(#sc`=vm9Cq5t(i+1$NCbeW0{ktg(gFj#}g);k>Q`^Nsx%s-|mCM
z|IBTX7~}-MG0a~U3{#;mr~vzjyugw-4)XCzK!iXTS$K;MTAWS|PxB#p=nAT<^p|XR
z7F2pVqr|DmjZ#IiT#??ui^8!teqI5ByVtGVZz)^84M=a<@sw8_6o@v%hEFIt2x&{K
zldiI?pT(Qqb9J9;{Z;iCOIs&o;)E{Tv#B&B?>>)=;}Mj;wBr%+MiVGxV@@w#n)2~w
z=%CfQ1;ePHp+P^40<x_h9sj6s4wRYy<j6fYAQ<hd)khWfxfwVY6JZkK!7$G4)ZL4X
z{+felv7s61S%sO@b8{Zzdt?2fopF3F+<f@aA6g_D#^>jj`hz=CnxwIcVd^_iX_?0k
z7Df6%WpG+BjI$=;Oho~LHOD|@;W?dF4)RA4B&v)}NsjD7-YX=;gD3o?5eez3SAi6F
zN(JGi2@1I9Y2Ts33AOmI;IaCRp$2*%ks56tZ6s`|(jVeMIepSBsce(hWs$g7&G1TU
zi3(@erWFr0`mG*fV|X9Blf@Jx18<l0=|UgT0xro-SvYO3Dtx|hGvaeJS$=5B<e9_4
zLY`JFbv`P*1Oo_E&rY0PAA*F23TM;&jiP4L0UG3LBabNL7Yq^EP-004fwTIc(@HZ^
z55wS#HGb*qdsBz?Ham>r_k?)xJl(6PmFn8eo|m6ln33xVyvQa8|8dO^h5Zn`BWLCQ
z!i9@q?$QED#wL4F(cg5@g6Ag5SR#rDKH$>p30XM5@2h`wR0|wr=HF6#(vFLWo{caI
zkZp!*^#b5{eEM0W0pZ)|gS8ibd~P=4H(FOliuX6A^0kt<Of}RJ|0qvQ<*<Q`<hMGH
z?I<^+0vUSfhCzjF!IN9HNl@w@b#zaos#G}oiqUi4`HmDdS#<~)H(W{G;Ue$^JeqNa
z%z?-$Ni?9sIdy%*nydF=V?VTdL%n04BeAoma2m^}ay)?B+hcR4ch6h^2lbBNv<T&g
z?}1sQoI%q7F_KB?YS`^{^dFtU-VjoIM41aO>#?139s1lC6X7gI5z!Z=^CAy5N00EH
zGo=v0s9-7OeQZg!Uls9)lopIg^wyIht<-uZRJb5_j_wP~Jnh^fswk#S<H=*Ea^{}<
z@LR-)m@YbF6!SHi^u&#duQ&F^oKoSG9usJ=Z2Y~j2h6HfvBcyh;A`u+Iri=kP9&xv
zj?eK2msQHn8W{9A(!HEmg9>Nqzhd%+UTxq)dGi;471!;}961!f!knZ<)nvnyM(NQm
z@{V@V5HClMTy0Tst=54?Ag?9cQnI*kMH!xkj3qj+oBII_h_Y~2J%97EgImYrUh>JD
zo2J~G$6b4os#fqgp0XpW)Klc~t&+?u?n7b@eL1YxN@J2ro|^>fXJVQ7?%b3ZK#W$!
z7YBKXQOw0~Mb#ko<V?H-%B8BMXlAHz8vON5i<WP}I<vod>dA*1G~&L#N>#npnT5wb
z>2S`-iA;;cSIwGBbZ@(3dFkGIY43cC`t-EX_kD7_dC*z7zWs_$UGQM>6-j)TIwT9{
z^^H3wf3Tq!qK?aGrK7l46xTFdT@6TL4n;@~gJIQE_rCi_5-_NwD+U7@gS;zw@?e0t
zsY07N70yjbd0%~=-W73o8Z>=jS8xzF`vq01swWP1vh2K2VUDDwuljQh>b{?NCoVuX
z_h~wC&EEsLdNEbkl1}>7&<Pw(lN^$Tlh|P0JrDgmIOw!5U$126UnX$fDijKec?L}*
z*DGr7hi8E-9QW(Q*WP^=x8~pce6(xXuk*QPPgt|V$rMzdd2}FAm<p%Oln?v0ozpw$
zB$aAD^UTxNaIMLSs8vn9Ag4uyz%*=@6E#UNP~kN0leBpFCy1h{mVbM$|CX_%yR$2x
zIVzl2m+igr{s$%poz~0B?`r?_4MDw{_LM_&iOTj%*PCvA^ja3q;tAKaInV+(Ay@sq
z^Zkr~3?n30;LGJvr!odbaTQ1v!OIAll-O-eQ%Qx>s(Y~A=ofKV-*WzyX<rvy%MA`d
zcQ8JreM44qxCYY-&dtgoqgaCbBUYj;yo~XXK)?QwTI1EwAg=FF{iN*lSx8rqLHP=N
zQOH&L<covOO9S3)BHoivi)D|yRs`L=%LTeSmlx>X?K0M0$yYyo;Md|t+{T<r2HZSu
zR5u#Pv7<COiUOo0()R$zkjQ}R`9ft-JV-et-)*KcM8W$~McO~f{_3ubKzb7`!hpOy
zQ8y@WXBF%mIvq~xhdwW!-MKmiQ@wzcgty7y15amN-xikC&4k9khc|1sw#4)0fM#>Y
zYgV^dtF9*5@GtIC%^E%O*|8(res*+O&?!v%@v%`Io{yzRep>W*qs#l_xN?2ck*hzx
z>c*hfWsM%$EbFg(w@qFO?&-fQ`@eghHF_jPbb=l^#dW68#Rl|9v)}Q?sxMfIKxBE!
zB)w3qk%Nl|&zoN*ENyL7s7iIIU`H+fC=yE)&NwiP^B=;Kk0L_%WhLpi>Tg%M<q+&r
z;v0q2D4!M#;grV@8RJ*pRRp8~*S!h?z^M>uG$-+iIYH;C;iW|DsVji<5rxwjoB!N!
z|GrfVMjIGC2}5WJx2IKD<(f@f_Pt(!bThklcY6IzH3@R=jonx^t1R9Nt5nZxz6NKA
ziL;k}GN*__fmphM1%sj3H+z&&1Q89$w}h-J;nMOYO=L7h-oLc2glLM<+KmN6t<{OX
zN2H53xjUe};z1-N<zn{_?dxx=-4v<<Cl>udoD~L5T^V;EAge=~82V~Ju0eA~HROw=
zaB1l-iK{O6YQjQ=voo($YH)trpl8Ir9Q0Fmbf39jXIgbs_;Z<-nXnd*M8CsHNYkC8
z9WjT1)m$o^bvIP~=cgJeIE=h=_2&;}H78LeyRr$>98Q+%zgNq$I{M7GddL(943}!2
zi<{q2sT5i~o7K+Iy2>AN78R92CgbO$CyzbSm`pzqtq!07jp!Or7S75KKJW9)&7Fcy
z;#HfU$=rdXqWGC$65_!yP6yP$cqzh=8m}L9?aJ*w`L+;Ly7;{TKke8&F&1hIhEWqK
z#gDSPJ{s!h2);K22W5BT!7$F}sJqqV^pFxaF%!Nz8D7VI2$<^nqexhd=$||~t61EU
z2c&3J4DVh-S}+yPLvO#dvU?|J82UpqypWzS-(a+$xw#&#UnY0VXV>AZr$6+}zeY2k
ztY)6nJ<R^)7?v#f^&Nlc$^4d7D=M5#kI($2O)4f_e=v2b6UW2nAS*M6ZbRI6k<wHa
z&h!U=dBDwvAX4{$xZBkR73uR$g{S%8<f$HUoud6%(jyb|qx=IC1U-Y1g`>Q9j=)4w
zv$)S6HzCyjA;ot2#F|v_;o3Q~pyZ(%oe)*j<IG+pQK@hW{@FTq(eRE42VF1xQSwb!
zkltmi(s7(!Fh(-s52X2_!nvn?a+hw4kfKYS+j`0kQud#yOBY2MnRKn2Eia0U-yolz
z^hc355T9?M{)u1yGRe){2izZV{+5Na`^xXm{W-)%#+)6ab1K|`gpL@N+$U(=ig}7q
zebFzM3a8D);`^2z!9rVFrd9ZhF)f4k?5Jm%um~y7jek@1?o<YuS6wQc;Wz!=A$`d(
z#712@^Rr7^!j0w+)zEyJ5h|R9?N8;dXa-~Ox5pBkM^a(v^(O5j0-?g2PAGjl)}E?!
z_DjTh^(O5AvJkpdI0Gv_lTrGPaY3iWU%Q5gmKlcBhE-tkqv28E?D%EF@?YM87~l5#
zcf03gbTM)y4h)l+;@F2vQ!F@~*8*+_Qo^Zlj(s}!gUz=O3_8u%&wiptb+Ra_(TJI7
zRTiEHUIKCg$+(9|GUJWrCMex570%HC)qgqB18c)Qv+$!?U6qASGEOy+FPsQHRH?=R
zmjax-KM}VnPbC}xGLD@p+IUSi+V-r2X2To3t>lCQA46iau6AbC^Ouj-TAfeWYcFNz
zt}i}){k3OG@IFLxS^TP|&&c`>z1#F({BOUYQ)=z=qjP6V|0M3IIHAD1(Bj%fl49-?
z4>w)+4m6s^X}v48%MI~775@-(Pk*NQ_Z_M%#XXqQ=#9W57m@ScUWwDUi(4=}PxOw0
ze5A-)j(Msz9^IhAbMu=4M>^^6H$$!l+3mkjMV})K-ELg=#S>e<!Y!iyXr}c90#|;}
zZkQH66;68k%)H5~;Ha!WJn-UkG{~@$%YB9boC@dmLv8cseLFqKA0D`S5x8H?_7n=~
zmLTMQO9e|r{?K*G>N<spe+7SdcR4XV70%Ov%fI<xJe-*Ihpy9r>Llc6W>VNd<5<W0
zzW!jsuH<3EyBw!gSvY-ezqxY9$-{%rUmZ6La5ju*?w7lS+A1E}eslkKZ)_EGetZA5
zgjyvLD9PjgpAjO*rNUW$@%O_{XW^j!Z}0mP8y2biGC4V?saZ+BfTWxvUyZsqU)!W#
zUeNip)U`i-Q}Grw>*4H8B&Nb~YHVq+xG!LC82E6_5McDs$Ad7q+Va^uK!R2@O;qrk
z2G7R#l04B-U*z0~fAEEq!X(;)sBl#3$%}%{yywz?9oM4*GnU(wXbkTmau_yhS)7`h
z*e=beIHOv+n-(DzPT6Jkr%VXKI=6e|s>KiPyn;t9f4%?=<E$rVydX0x3+o~o76Mr~
zGpEn^aQMyrgHH9`kKR72G(~Usq%qmKTq>NIV=nr>@zt%dlN_%4^UPoep27QYtZ}Ju
zYJInEXVT#wI6Uqv_uvzg`|v7viPOZtYAlA)*gUQ+*?I<j%xJ;zSctOXoW$ui!M7}&
z-8Zd!J!3H>hq9}Zmy*X7abOrHsn6mkh0|oisD3y(>-LVYUMb@trRwu=#(`m+(g!U-
zR;}qEI$c1@!i#?btVi#t`r~(jkxX>oHM7#yKk+@H^BSH^XsB?G4n48><{hw&9b8xP
z{u6(UFhnQyP8?Q5Cz+<^aYf?x4)c0U2s%6Wjo9De&F9QuZXuilP|4YH>yrLYzYTG{
zI-UH?pA6d4w|3pb-T$25)1cw;(s@GsqG(tJ-%0@V82rW3S>5IbomuxRY2XZ_W<3^@
z`Xm8577XL0<tqMDLousV$tNVj)o&#Ay!ckK1;aR>0M2j{oa*$=pl@#(lW^U|SN_lh
z`Nru5M<u!mw)P(jhB4E*Q|vQ@S4Z$t>+27klaEb!-o5?TFPXFqIMor-*RBOaIKKrZ
zsp*nSE-tO{j7uujbOqv4;e38FyH2^!8wQ=uBR<Ti-WNCP@X4(aeU_$^J9(?h?WG(n
zTJStp@xZWM#6iY=pjVdYLw;6n0X<Kn_$Qx`$fUw4xung+w0?+WuOE7mrfC%Dmh9F+
zdF3+-CsBy!P)PZAsE2709v*QJQ-7`{UVRi}7h~{+b=3`hlZ7*E?-j4_c^13y)_eXb
z)h6v)DU0RX###_k;VQ}%!WR{fo+g-BH|pgzLjN!C^HKe4K5iHkbE$;{_fl$s3g@-o
zk33&uBeKU<T3Vt<LfLC*$=QaInVIR+;Iv7G66LM}DuH4tL@_G7O$L`*O8o7E3qD;I
zqc?G2Xz*oWxt2be;nFI;QUqFcoP^iDzGx}(s`$F$Z^DA-Ch~~B>iB6{=3wpAcOpfi
zF7dj5|I}`5j{eZ$*UZS&>0!G*Mr@Z`tQ?v2I+UkaZ1<!>QsF$2u>Px!Axx|OC=$J7
zv+-bfD645G9o3RdqZy!rU-I#X#%T@reLdXwO+QKahs)&U=E<7_|EpC_oUJY;zmgA?
zWfp@);2$v>MFhDlcw#6k#8k-RC|s@(Q_06s-s~8es65q>F<5_)D6q_G1yc}hnoRSA
zNX|(U&?5%tAzX>FlWa~Ew4X$P=xv*CqKVuUz??EVceqq~28A0iQ?4)}M4@82*HcME
zR3c`U?_T6s{G4gQ6aEI6L_tZMHD{6)Qazerk3RiDoKNsBT?B>$likcLx@e12L$~0z
zB&;5FcM`);!QKG;K_ieYP;|p^1zhOlPQp7hrSGAsI90hR>YS(wGJsg7Yn;toKi%S{
z7DFCE4AZTIJtC_bH<M1yTqUKYeA=YmH|bzB9F>Nfp$D62M&;wdK7r8~=K!l3H$&A#
zEj5~G_&@XmAcVNqgd0qwNyN1guAC-E-o6ghv9Od^E<M*Ey#5K~5aB9+$}zb*<%CEF
z$cC7FP}R&r*I9Y*O}YmUk<`iz$jw2*U!wX!aoSWr;#A_n-bI5|9?Bw(mNpd*N1@jr
zMdG6b+3`3qjMIzc<i&#rNdkiYBnvOKJ<|Wx?)b!`XG7PS{uk49C90R7l8&bT`mv>>
z!dP|-iaLsp21Ge3zzs#|+cJBBB+I2lmTIBNB6kjKdBk%tUWF)V6XwCVdGM||q}j`l
zd_G>rc$M{oR3C9<aIYKHD>b`lQmgEuw(6BRAgE-Ahjr@T#!|PHXua_KlK&CNjpF1*
ztR5v{zSN@TODTb6P5G>)tXeseS`qwY)#GWQdZLNqYqLs~h{6L)rKumn9$r71M=cn}
zNq#OAB#d6`;wYM)9We%V0sMu|IsAng1HD>OOWD5`EO>6`U+TN}RME`2+P`<}oo%=2
zdmI?XY5L$_U+gfUX7@lWoE8k@BpwzG6pc+E)Z=`-H|TNhi)T|mrqrCC9EbzMI4Lx&
z7JCL>J63oxQ9naJtu<l6Fiw&cqHc6Q*@V{on<gjI8q!M@tDhDO<0KDAElQrJ4TlQW
z;k+#qe5^%D92mw)i&r#K{WPme<=%uW{$%%x8CTY!dm68wabOrHEojkL;WYH*7t`t}
z*52TZ1H(9J4-l6`_mfkXY+k-*?2r*njI6teHd|aY)1E;}hTnQ+)#6r0p%vJC5DQ6K
zV`ijNMh~-;V=Ra2)FuBCvtStcctS4Y{n2WU#%-}uk+5)EFpQfvd{IM@$MjbxTX!Bi
z8>-#n>x<>92`S=2v=hml-rsi%p79@}zE@FUN8l4p!rh%%h?m|0@hNd46<(N9$YT9m
zjJYNb3^#F}ny8>=4Ek#bi8&*$jFtSHqXp?4FuKQ-Mt`(m7(KZs=|ygsm`^tPqewJW
zGa3hmaT1e>%c7Z*b&_2_etl$0D|*vqEglPoahjR&3r)4>?oV|N_3YW~y7iPq(h?jN
z4C8#-H+HkwSjg&+7&!G$j{abr6p2RD)8N#u8=Nve22KlxalRZAr<&8Z^}N4r=H0Yw
z!7xr4YR1!P4LsWn^+$|;>YqG?XOmGJNs|{Bt9ds#x4stoB7gFwa7%Aibz7&mGt6o`
z3HWdVh1G(nh*N<(O%+6|=mvC{Ea&CQb&fax(AU5()Ibsk7)C2*N$^vs(Z~A!vM`9J
zDlYcW2!W`LW6tdzMy%_yNj+GXa)J<x*3li|gZbR*&tG+P2HlZa4zAp6-Zl4!D~yiS
ztl}x8G1DJ3{sc58DD((&4#OG+yN$6sWs60Jm%Iu4|KlUK{n_E3OcNmJ1gQmWsGoj2
zl?AUGP&WF29G4IOw#SCOcOU?ZWoGjH7w5K9uZp=tHhv49@Xw`#Cp~Eim%)=>83n|@
zhp-c}7UpyUm30P58SCb&)W>*9t)rLvc}8h)ubRbxLlV_?N8%(Ju8p_S2nStI2%i{i
zVmiuomOG8^hz#ekXN~qg=8jV*MEmFo*V2&<Qgk+x&Gx5eFOF>1d(0WpqJ@E5oJzw+
z_(9!SY$@`%ONIBKX;*};LNzRXB`JKh9xu)x**xMHZ7<VW@~h-5AUpp-BAT{vP@*XL
z_}jlVvLQpO(7OMwyf8^}^Yy6xVq24!!($W)%KseEI}3&}Q~DIR8f6wxEJuGjRz5E1
z51I~Xzg&b18{8#H117@9<-s=-jhVpox`H>6KS-G-X+eogly;)S|M|IAGplo;-D59b
zy6Q)HIG6Q~$W9jKc+$-%A669}7gZ6x6ptBr9pKxkz9&ERz{0Z-^W7A!;=nLYx<d|E
z!b>?s2ush&$we3%auN3P5<7USH=D>Orum>+GAhFt1tyG8WRMMQ!1NyfA7a+|8$Q6I
zPwcq_yJ~wa_wNgUh8y|VmCnh9$f$_JGG;3?g982`<9S4nwNZmxXOfr|V!?2el!h6R
z4a^FeNM7Wo9U~63{m6?Mgk0{L^l@Og9TEYelbTKg&(V(bc_s!<3x;u$G!q@8adJu|
zwE=x+Sj4nz!7xse7@})5&UM#s8QuK)vbfl+*!81NW;cj6b_<4ak^~V~_;3=hI&)ua
zG3we7JXdyJpH=DUV)EYgSlRTmcG;1Y1|Rwh$)S3bd12@~GXJn#P|YZAU3n?Ze3Hmi
zRF7%VVU3(SW5THT*`9;!mwx-HLAOkYJxg?<4*Nr`STKz9IJ_3Z2{O&BKT?jR!|7ej
zEk_GO+PnM>=pCN7dcE|%!_w1U6=t0)bq?7%^auCn6!oVJ)=WCZRrHG}OI<4x1JyVU
zUJHito|EI81`j<T{gO68Dp>9150)7+$$9_i26%hcA0jOpM2TRSxb=tKP5p}j=^Kqj
zsaG%PC(<t%K~BO<NhUvaRCe9sRPQbCc`O|Zrv<~*F_Rh)QhHOt_F&Jq0h@vzN*ox*
zX=dKv&ofVN7~f`aNo4LW_j%=!zm+lEYF2<Y<T|5&o-gKH_AiC@kxQpDEuAv3&t|1h
zid1;IuNwByX9xaF<*c9F4O(tu0Fl?fajQGwy-2)Q;-+t284G7#-9{7IVUt*>Mr`F)
zEpDX^^(<K$@Q{a3(7mYPN~IgUt}T(c^bkYTe48;V80awiLr-5E5N^E#wO(0dLN7#4
z3;*sIw-XkFSRLgSi1K1+G!=FDQs>Fz4Oi6ONGV>efmtw&(`>Q+nNi{o@jg}j7>ey-
zorEnI#!0g$hDG<2lZ>bfdve{ja9S|HY2TVruwEJRo^H)n!YC3hgN>g4iW&cbP6kvs
zo8L^k=h$DBg3imc&#dW{dkxvGY-E%RFOyQX0-0Nv^sEGl$?xrDVWOdqzyQVLq|lK=
zpb8-DZ+>~jiyq55fKZ8_oiE-0fo`Lu*-TcVE{l<h`Al~$cy8oPYDBr9>q!6RHUIiY
zZ$8+t7kuLem2aGX$@@Y!a}AKoN4DWIGJ*3X3N{s|4mU-4(ZXfbZMJU9Txu$>SFpvu
zqndR3pe|fxu){DN#I<Tjap1Wf3e%3<1?h8U>sAaQ<}RLophy4G#zV76jEyFi1w)t@
z0jV3LDJ)0VsuY_ozaTdcOp!(ur-DP3INA(HLy#4vhgii7nZYw8GpMTfMRDqKqkX8+
zvhqNnQi(;hskRZ^1*^>2KVyZas{t9@77XK-{#6qR-hZ{NygT4*UHZdOn;*Zs3Rct8
z7(S-ikl%t~oVTODf*y`X;8Y?X+rm4uSM|=hvxS*nVhb@odU`E*!oQSI%dH98CE-sY
z+Ed{@J%&q1xgO6I6jvV9gJ@6i#n<8Ia6)#vOBauEDsTgn(HG$;q8NC!0U_eB%m`Km
z4G6j}ioj{XFwW)FiBi3Xj*jTGr2`b{;FP9a3x;qel2vC6t*3HuvB{&be_81inaXD(
zXwhp)@poNLr#c0<E<ApuG0kEbR6~c&j$^@S<ZeAophzNkKZmO<-td7;9>4q3irGEo
zu1cM8`vE>&76LCPA2|rrL)kQ%9V#5F9=AjF#8gFW1F!ZJT;T==q%FFBC)&Ym%661c
z%z#uZAkSZaP-UwUH$s&}R&*nL&{#d;<+4v6^9|-_8Vt#Os|~9Tw?TD8c61x8Hox9u
zL+^PdDXiyZY7)#~Ef~T%AL!f(#P9dvD`FB<Y+wY4Rk}4cWe`Wg-wOC}QVyM=v)nnP
zK$%voTHFfN61l49hBb6JB<KCrrE476t8USm?}SV6epa&J8Gjy8=2tZe^B|K|E&Tz?
zfK`Aq4h-RxLO_nI3Bmh?z&#tj+IepdSU&%XL(jChTL}T<pH~0EQOh!CWlo}yWhun6
zR5%tcYWoBHQcSUXy@+XUYQHKaWZ^vc;@Msu&z}oAWlJUpZ|%_n@?o5s=_LeDg$bS4
zbJO?l&z&n%W)e#G2buyY)BIgvmmw9Gq*M^|EW!Vyc`oDmp}=4|Y-Yt0vT*)+dEyHd
z`k%qG)3z7y%6z?P4_)Of=pQcY=3hgBWrh^OIXJ=n;j@d-Gzw?m*V9KQ@BJd^ocpqF
z+t)+?$xC=@O33#RWhgcz{M=y6H3Qx@cEr|yHlIMi@s>4yn7*K@l(@1^K6pbBC?Oua
zCa8314krwtx7q&Lw3O8t($Rv^NZocsQt#Rzg+@Y!_v{Gw?d^XVku|-2C#*+rmg2x@
zoMHqfR67hA_=zoN&3L9R97%6|;JtYx)_f?1Rn%7HpH>TA<9AbOUd!oVu`&v!pCGp(
z1#r!p(E2W)S}Wm|k3N<SeL(zk3k`N2_Jar(w&1y;DUyM_h9ZbQ_n|klo3$Gdbb3GE
zaA@a$2ZD`nP)pqm*n(larXT)(_uaK3v(g7c@OWTSm)_M0r{+rPhqyT!zXh-Hi&2<>
zaQWUNt{L51Mbw3L)Zdaicl#XLVz7(_qp|x|p&#cbA04@<NdV$DFXy5y-S21wmbodq
z#}*9Zq@^lm5WF8}*S}xwpR?`np!4yLK<fwg6O}ET77XKji`H@l#IeYL^-)KD3Ap?J
z!*Zs=S$nQv#lUHMgU<bX`fodRx{@LIZ&Wo&sSKlr4}uVgQ;Qq?mTFbPen`G=c?cIg
zJ5(s>d4Z82Z>$}^;NZT0@ld^6hskdq4q`-wl1lMlxB=>xxLs1o*P*S2^INp8@GZg}
zPkQLTyWebLaGq-krl-Q0SN5rKzjk{ZkCak^cRlmZPb?#;&*F~gE|lB4W!=s5z79HX
zOs`+<sFTuzyFda`%u-$W(<xcPrNX)F_kL|ErhXc98s)A(^GeqerVDXk80S7(W)*rN
zJ!rxI5B#d$5LlaFMu%PP+Px6KL$I9w{Rf;p1b&?^$>7`EEEwwYbHu6?^A_PDGSX+~
zhbCsi9G@AQohiL2(nyF>!LFVBQ6!#4UC5p|Fx<isTEi7o3vLbqIOiY`M8NkP#FFVG
zE~s-VrC=2=UJ@=#5q*N(J;}NIH|iY~+$sLhExR|<bRZ6w47Y^f)1GT(Kw#=sGF$JO
z2R>!$!RdY+r{*c*nGB!GGPp%YnBGCwE7`r(gkN{Bz(w{L?w;{ISNi-%sg719xqH$l
z`d-O_zTs&1Vn;_TWNLJ#-RNQT9m6*VGetePhHLFX6OZm|G`N{3?#^XBQ-1rhn@WPp
zqY?K-cSl`z;ete`5#a8eN-+3McUamgE%&oj@qnVI=>pSJ-(oXGHWEP*jYv*d!5rEU
zL+OH!InmP%yP7^IA;6nz!E{0?%D$)cb|)0bliH}eM4DqI9ezhAyqJGJliz2rh<XXT
z5q?DZh*Xy+AqoEkW`ypdaxxux7iGG^xt7)Kt<2*jtE@;wl|<s0Ipj0rR~FQCf+4k<
zte2X3!+&b(clW-362T*%P0h)8KUi5RZ`>8}pqfI{4PIaB5(WtY#Y2i>DYOo#U}AdN
zzu=bZt#AXPW_C%c7u6taD7J^DEs2H$KT>4G@b7%=d7wXH?9lor@Aa{IHXsLNSl(~1
z;0svw5&^-Ab#Kj}Ef{99S|pDWNSZ`+lnJjtVsuph<cXRu4GCr^0BLE(vJq%CmokN8
zptWGQubT*M#R2)bz0>g|JtJMDMR!|?i*?%hc^xMA9VH^n%vmsu->hLjebuGQPLr}U
z27N6U#<`FBoIu<VK?uHG)*mrCs()e+PDW~kncqCYrf4<W$1r$nW3pfvC*ANNK_4h;
zb=G>4AEUDt3?qJrmN)#PVK|gbmPX5r3eNJyro$K==Gjsr>TSbhBsRpuYI&R4)q>Vh
z*-4Ja;s6Uq_f_c#mQJDe9z1M+=g<AC>#QU9TuZ00U<l_&7^O=O|6uvfO{c3lGkDbr
zBzX9J``z!odN-28+h;Mo4LdVuj+nbYxdy3s?P=em+&{=dms=?C$_%H|srfQCn_2K|
z?pF~SROBStofcFzK;5BR9Md0la|LJh+E4yBp?N>}x1uo~fOuNT$T;vc;1_^gW<`K2
z#xVG;W@hxI_uYOGsOHgkHyVSPEEvY!mBdxqUg;VA=D2wm!0p@VE{NL)qbKSDldmFn
zW1ianmcOj{Sqi6YO}+&~I2#k6ljakyc-4rZL(=dVF(b2&5R}i^r;PGOqCaBvS^wl+
zsH*Lm@Vj-0;L>#B$Ej5b-?PyV0UfcmS}?lL?jXXsgv6$wKhzG4_=3$R9Gmy(@wSFP
zh@-^fX#TL^8UJX&hm%G6O!$rvO(L4nk&{gbWw4<fs_B+r)3)GsGlJgKhszq$$0ED$
z8vBA|_rWl3DQ_$}!Att3L#LiQzL_GwSgc~f5YFX9!Pq#JHt=1lv#Vc0^MdshC&I#M
z!4S@43BV~|<5=vWMX68jTI^xLFiz<kDCycKho&!*uG(?Hvo*aMOa59gj5{_BI32^T
z-(FjB@-6a5v1nky5Ka<D#j|J$CdQN(%D0Cz7=9nCvlfg->@FleE*m1u!*MAVMF`e2
z^+yZ_(?3NV)}#!LO$Zfz@26Df#H3q4Z#xYSe{DioFx1}_7iKX1iqZ@1S1lG!3kEpP
z)Q^6BE#sylV<-g*rTb&j(Zk7<O<_a<HvdTTrlsY@Addw@Ls<<$BVUSzE0IXeM%tMC
z{227tZ-e=PNsI<87;Ydo{TcqIJ8wCiTqijett=SAxr!KZCefoD>_~$$XJlp#!TWMZ
zK9ey{33)uUQqD=gfEgQNw}a4*1EY}(ibthm1{!#NJg5{@%7I4F^CECsFpRS$L<ksM
z9zbQE(cebINmMwjV(94Lq%hDx-7)C4w&!o9eo?^!!PEWUB*TFOzaQY?M7)_$ZTO|T
z>h?><^;Op?LBhQZ(n))su5!Mp@MIc}vPyzINiL7FnHx|=_sSd}*DrXs*`sgZiI}zk
zXmFX}={2>hnL)5-qGgySR&f}O<32Kd()2=CWDd%mG!4`uJxvxI&BjT5?zzchdcr+a
zH`JGgUx8lv^p}A}#c*6T_%ksm6&P`!^~q4zOduj85kuuVj`Wl@<KkJ>iC=Z4aa0L;
z*0W&OLJU((ZbV~h%^~xMJ~HZhJwb|avgsvirP16{!9iqLkm*`aP_1%qexDqgsEoc)
ze*D%d<<km3C8dr0D7AaJSPm+3BBy&M1c*gWo$uO<p-*R>_0e;sG>~`9P{alWVyMJV
z64Y7i`&6+p8Vk#4y(5Zu6^I$V0)Y`mv#WSdffzfD>I(vS==W93H%Dlob#cGsAYcP5
z+UYRN<%((egM2iZr5Gs&2WnPiMw&s4l&sEKl3;!&($L<rSjCifYZH%pI)afLD!C+H
zgQ)0bU8RLbt|NN>9!{np*25ux1-(s+Q%#Rk<_-)egIT>SrV+A_y@2%x4{9FSlS(Vc
z=!ljyB-?1Xr3x5OI0<XQ>z`jU=GoLAF?I$06EiborsK3G6$u-uv$0anAKdw7=)4v=
zao`z0>4D)yxK-zmR0ab>Sk)<P{mQ*uWrmmYQ9zA+rWh^`JU2qRKsXU8HeAc<!?sBM
z_`OK%RESOQEf_|;h7gw_?u8S3#Pss*yZ$I@<_TpA9VB){cV2@z`h(jr@cyk+?U-M~
zOz8PZGX6QlKIK)HG~@aC)vC!YJw-h`o*+*_F-AZ4^vIPRH&Vb{%fQ4G(lCsZlI(~R
z(KyxAet?WHpH8~%iqcob!fC-U&aa5-RiR<Qr)p#-GKIs+GNNF1)TvubCKgdK`fb5*
z8-|blYl+9nws||civ`0t4cpo?iR(tCVUf$__Gs?V`Vqr0PMU2&PZc7#Psv_vGCE&T
z44f7W<0Jv3IMm<I;Rhei&1(6#_Gg9GtU3B&NMW0!EqKN+y&01F%0)xZUHla0%~*fL
zm^J+qt5uBoW#auRy$UB!MzYWxCw3Foz7V4c3x=DZh%bV2kVJG_!TVIO3*z*_Fi!c>
z)!UDjkdUQ<Qz`IAk$6=xhS?f<!`B~TodPi%zT!t;!~t%$2JN1uC%ai{5|&fTRCw9#
z{f9)Y+`K5OsBrKRdlRo#{h@1gMt{V&s#8W*E9b?pv=`%7W^X=6Q<w-l7djQi8<tHd
z29Yfo9xW-I;%(|kz!!{-?TyNsOLrp{ku4a;Y1Do{PNiTYn9{&)t8cq30Uq&srPP8T
z)VpIEk(&zM&i!FJ<vzF82cAOURPf6*k1vW1?MNLG+oFfarxvA%orpC=3x<a{mvF)d
zo5*H3M8U&5U!DE_0nTrt=a>bI7M7YNQZOt8?xBPP5j@0UZq#1<hZ)#i)QO9uJE06q
zVAEE;>m2^E6UFJUI-z6*ZeP`r;;U5gU35Pc$NH{-dF*sd6Y@ahHw&sEBZ|L1r4)(x
zscZgQJZ3{JNCc@05g<__V^yl?6OBdn3|h8Ax7HBEh+Myj=J#?=$H5)CEXSL3P4YHG
z@`TK61n~Fk0#*ecIxTdyZ2b*<dv;TJ^{7*+&YiX1ePm(%$%eDZ5fYwEc!=p8=^}H(
zTNSw>8Go*fS1CfK^3>^%7|UJ%<ZT5X848)D=AS#BYn{tB#@zA!i;6mNDAk@j2GOq#
z?YUz$Kn3?aYI;WOFZQZcY9!+De-lSPbshYrRVZdMO6`m0R11cwNb@W9N8?l}^Wef<
zu6OXIDLe7{+Fl?Q4CAasJX2m7vSQ7TW^F!S#h4!phOti~>}Bab<NrNwBRBo31^2~>
zdMh-a1;hPaMg6T18c_hNr-;>My+(Pl#vq3U!|1os1bQmKR>%QmKvEp|iB5_Bi7}yc
z4$$Pl-(*%{-Y`mWR6q+ZPEBrUC$)4O)gu-giyHk=Bz{utmqNXv!aE#79BCNFxdk}G
zWrxutuKq|56SZ$EqWTn{7?iPK7`L?QTLyilxg!gkmH;v0ELt#(^FN}&>uR|ei-mU3
zVNabR+p1x~Fix`1X`C@=rl+2D0W&WD#-T~eT*Uav^d;U=eKy*iO67-(TICDU(1`rw
zpqYaA=YO!^89#B9_*vmM9@%MYK6vb>?;!CN{*n+Oo=GVV4C5rro7kjqZe^}^2Y0WN
zv+G2vqk<OEyYV*&#?QYN4CDNrc&*If^qh1u0Qwg=&$pJnG5E}aVZ6pz8t{csSBefq
zsP>?XF@B{VBEP8;-3dXh?tO((X>~7}C2;uFtDC!E46uH6Qu}o|*H%B)>-$@23Os$o
zTz(&$a`5hTr-4(yw6ymuHF6l1b&9qN?O6y_q4u|*&7QRY6B!O<WKJxkZ0J|QcTyHk
zr;~w$kM?;5sppPtyEgmWM)Xa2f%+WO)C$GJ*P=TDf0wHF8=0qHBD25}a0Gm2azn0g
z;h5Tuuu|dN{`tKr_Y&3*JFT3u`s_yO;3PHTr>P$ao}+YU;wUPdzAyE7;_x2416X<K
z7yX(qa?uUX%iFwf&`PC~HS*Yk{MF+S16DDenHeohoE6o_4nIG&O;9`O8bb4AESY!7
zn~yI>u03zO28-rCr*v=U;1|7AzGvC{71aAOGt)&5y$18^B^+w&bZAkn*S>3I24L{A
zbIjS<NeO=jS_VPK{zQVL1QeEEpw>>k$Ob-bnqoAI(>Q0L3q}D^H(rSKs}Aly<&lD-
zg%d(qxk&mIuLAQi*-OR8L|uOaI+KTU{cV%3xcyOz;(b)jfa!z<!#JrE;?HQDtD5E9
zva&4l27j=3*|jNqryB7`oFaZ#_zk1z_s7o7J0EIz;{cav$WtT!P~e8-EG?AI-^?(g
zIoA4z$Who1|MphxJ&!;?wuflJ@DS;~L2On-OrwdVf-mzp2PQ9n(@({6Sh%{w_VQ=V
zhAjnsfE^PW1B*IXy=#^~Y4_rL)iX0$`jv|Fb(g2^FOfr|-9s>bCb3|6wB-02t_<sV
zA6RQ96}U4p^@W?+k=1bEh^9Yc?8y2jhT#_ICPr+Ly><tXaG}B}Ip*L;Ckj>~*#0|r
zk6kr$r8&cpkQ2pn1U?aWx=fR%IeCDe_17JTS5IFV6vrfpFHokU?IG<W`)8^+u0YHz
z>Z~`;+3cYUzCCizM_aTSF74fC`L{D(!1^P`cBX&gvnUVV>^***EQ{3?Q;0-M2ex1s
zCz;&C$-{GV_4S({wWYzu=&l9BsDB{T<rNirdSP(<*!hlGp@1fATcIr&#%^>W|K85R
zL+zd^;9qNFW$x0?!|avC^8Wi09ln2W=<lhbSM<taEIQAQz4xkRiR&^YhyP9${i3l9
z)S+{AN<uLp8bsfhI_IBxZ9?|}NSj37%n_?xYaM)#C|X5>s1d<rsH1c;Aw?plsVqGw
zi**E2bF)fcM6Zf9NfwO8tpX7@p%M8fe%*{t!7=mkx}iknme-zq98c112M`N}aMH7N
zah$A)$=<W|P{Bl?HfcJhb?Vcp?^48NNzbUd>gSqj^SB?xa4V5|a$2q7IPl!ey|9*q
z%j;(H3lISSEg8pwO9xH7?&lGegU-78%^JPmJV$O*vZc~!2@VIi%gBbOyIU|jVy@Iu
z#AEMM8RvF&cCVuCN>;0lj7(ayG=~8`%Wv+Q{mmmkT+iV30Zxeqvht_6lMAGmx~Y{n
z?3D($ZT~0LsapU3j6U!8=UN@85t(V*|K31*4LHr}o|=FEU#;byNW?Bafw@zi@`o<a
zTB}cewO-&`Fq*PzCcL=ubugJO70%wk!;kgdhwL{cuXym%t{dQ)C;o|^E#)N-o$#5H
zwO+hz{kc@}uLN<A(+pGL-1K<OOJCZAhkQAm-|IYhaVs8*x*`4@lDS!+_%sdcBAlkY
z9T<lpbsuvI{H<`xpDzHzL!o#OVl?$3;O5a#sBpSoSHHo^&yf42Zi(v8T)7LupFQ67
z4Lw1QS`A$Z0kD$(u;Uq2J9Pil8#^@(IyH|^YFcB{7#@~*AFYSW^+izP%n^mz+35n&
z`g{t25>q%->yH>hR{z8>JiZiS<>Z;^S<?_HL9Kw{7@?rTID_bokW7<uiPG8;XVmPO
z6=V5o>S3DY*f`ko=MPhlr#kwBdqPh^NzX=4<dQexAT%#9Q^W`dVZkuoo-~8w<P6GD
zsi94K?V2%j$6kp*0at8Y)${Qpo<S*nY%%go+jst0)Drp1?jG80;e=IgPz1nSSodc1
zI;oR0@6ur(G`cgJXV7~wI)dmMYX+71AR;i0by;h{@c7;$x>XsegP8Q0H7PUC3(6L)
zCE_)d-uGfKiT;UUbQ6l%EFsU=51Sr*vgNW@DTa{c?r6af&eb#{lzdw(L=nNvI!lFf
z@A!p7s%Ftk{1*WoAzv*R#`zc_riiH#I4$OnF?I`vaZ=nw@ugxPLr<l`{SOZ~<k%%1
zi=ON$q9Tr^#iFMLL;a-04dM%8gTQdl1IcU@%64?pgk(b8YPD{+l8B_jQIYz7O63n*
zzqI&IR8&|DO%w>s8T!LcHLIPq*lSCy2YE5O=B#eX5FX*x2^eANkRGCGSZ%oQ1=Alf
zCRqQ(FdA*~PreP%;8cPdFX;3Ki9RB<n?wwOwI9ip8jRr?e+gnrB*%_qO4g{@#HjJt
z0RC_(nYZ01<t=!P-z`P>YsAJ6^R2?a1iM}ZC9upG6;2-v<E%)`lti&jb7vxGV#IRd
zT8gAE$YA)AG9ju}8bKl5$&nh7RfQX(DxxxV%)h0vBvQ|Swn+=RY+?pAk*t~s;od4j
zFj&>N8LB3#MmM7tJ&bF5@?y})g3&m|6Oc3EB)k~Ta4m5gYPY9#;}>x+q(5SCr2dIv
zG-mf!8f4Ol%<S~MDR|l&L7M+r@JRAWC!9*XC_rUqM(hUE;(b`J;)i1$2P_!wx>+3l
z`Q*i?7$FRtRidSb1;aRLL5Paclcz56kPS$0F}y%41ON~4$OUS_GyZc#?m(XzxQ>Y+
zHBY_%h%t%!Cr`0b=?NvNWj2*Ez0!qnqb%NPMg9-r4<ud+(E@K7kvlCj$HQ(v)=_l!
zJsyhDbqj_Gl1y8(6_mq*XM&fYl~6N8!J7*3e<*)SVL=822aJ!CrqK;ow8-&wj2k5+
zqE7TIYoiwLDcmRpF~>7;3SnOW%@wcAr3<RRF{?5+X0jal*_0n0?%uvXvFBO%E{Yn|
zAwNzFhH<W-4k0HSI^<?V^AfKZMa3s$p|)TcHK{bX#w65;It`;6T8Pc63I~NYw0h30
zs$m$tj0ayYn)HfIKiATc5{OthEf~hxE`fN67P;Tl%6`=PBgWeS{gW3gY_BxBN!E9O
zGh8|&JrmIgB8JbD(;rBL7CmwLCy$d<Zf}XU5>dDGNSTN$0xi$Ael!|m6<IJ$f%Vke
z8dw$6FkLw_uwD@ajCAuU$Wk8B4$qAKh#?;JPqv^rLhS^|5jXN;O$~UN7Uat?e-}7a
z_+YsAMu_@Xh_boC>qfn$C<PVOQUfg*##s)68D^8gkP$JctrZoY#$xr?f??d0Ukc9!
z(r`eY9Rs=6RXp_%N{dYl3x<(*Bjgn(6$-kt52=)G5qz!8D{u$Zw`DQ-+Je#OFL1n4
z#~heKUTFPU*Va!oi*+2ZU<fB)(}}}!{kdJqj828~%dY#@uDJV?pi}jOFOQv=TGoV|
zp`b?M#^_C1J8?U~rN3>jv-jnoxJ`oi!oS@0PMcXj-UgIkRz244wN=R!%c?InU$Kgo
zRXOdyJu*{dLy*d-eN^z(w{ulasa91xE|I5Y+4U5v-6UF})h^b~KS!1{E;aALSmdx^
zK#ntwqThcZC{C6;aa>4cdkRG+-t%+2z2n&jTnmO~pgn0UhiUv}{qI-o*ZQ#9_#<>s
zJ$D_cBZ=r_ejakugJ$Mzq=bO45;rCtvI0ovLcuQG8-PL<4o95UAGCkUW(ssOGV?N;
z>4*Nxf}a@ihiIjw>1eD2K?UD6^M^)zgwQ6V_k}qcadcRG-$PYh>mO4~k9q~skP0tm
zrqAtE*D8l!!)4Ic)La=h@=K~h1s^Z@Lsz+)swANbLR*V;x*C<-Mumg_<$wIa)Ez*z
z@D?dIlisl-wh5l3`-uGhlexv+yEP9wY4<#O<ui{W>8og~2xe%i@|+{2X|IRBeCef^
zlY=%*)$Ag0n2JDBIVjpIEQWyUA{*AT6K-hUJEu;iijE4zP%B~Si<1WSNeVh&@3=0x
z|GyQ3qLTtK)ZvrI>D#s!{L>&16qFx6f)-j$VPVX)=s>in7#g0LkI3MI-C1r9oXsM(
zGfPOvkhK<!#$S9d<^a)TeE56KE|3{+%}iN)d5jh;7~O)9k!P!ih9G2b?j(OZc)%4g
z5X%%1qZtc^n~@P_F1DMACfEPGPfIByPoXvJRxU&|-(DYMG*(~qXjCZSa%pnaD4Io(
ziupx<#6Yfp;unvMd;l%~vLi^|{XfS&MB;|GT|VA{5zj{S+v1WK{kCAZ-y;ckWj|4D
zva3=1PCPMMuwb}_anwR3A7%buH;^tH@R7%Ez#4yy5m+!h0>oz{HJGw{3rT-mn<4xx
zUgRrx8ndbu72ehtk#9psYX@NyLoWGXxE<QhL_3mW0pC`p@_sf9Iz12cTd;g;Ux;Q;
z96Ge!QQ@qAdfcKlpEd|OLqp9MF8-|#U8S7_HdlrqK_Kbrg_-#Up((lfv>TiLvbm{Y
z>e_?v_V`mCROH@DZ?dpo$gM0#iWzij1jZr@=i8sJI&ovuazQ6?LyaMK=Teq2Z-b2k
z!vm!dOSBnLxGhFb0pVm+I7cP>fRn$@Hp0l`z%X)BJ_O}lK!?q4-)7kG2_*-0MI80V
zo=?o1(+?d!6s;<%gAjrN>uWZ95A62b-``w$E$&cKDyCI;f9y_#zJnU1r!?V&i6nph
z>W(7tkExu-RkQ;jKyD*aQsMko=dm5-X4DHhcRccPUguWoGEmL|DI%hS8j0CJm8B2S
zV^r{Oa@h9xAr1^vhtw2txx#67+~gnLTlLkeh%#TZ`h&NQF9mN-d*fyoDc*9ep(wgR
zL+Chl(^aW6YDk4x4u$j_(OETXc5yNO*GHEAP&4Q(y*>48xoU&a?2+h6VTDoUg#Vko
z`2N5kT)B%Ur%%k!%_=NVL5K}w>!;YxFPB`hJus`Bo+mdCRpGykPzHG+71Srvy2I`e
zD(?6>YK|t@eSj)f2u;o`m^1}yRE`(1*)++f8kH9KbgDho_aFGT<qt0-+e^#azq)oy
zxWAzfDRrW&qK`qz20xus3Rw{d#=nFu7@q3effKrA&h*0EsE}iP5?4CRT4|h?@<NKB
zU$7D*+OXicjV2_5&?Q=Irr#`9^pk&9+2_zQsU&+uX@Ijs6QyS4ACOg<8*4?C%Z5VP
zE&^ZVP|&-8_yldsg568K^YO3JsBdC2Uv{NRo7A9bh%ygTn)OhqX@lI!4Vq@SlM3)P
zaVp%w@+mlT9HiWty40D{R}*a`bw{-a{1473a-qnlKc3;zoSO7YCZ~GRxbndx<cfQZ
zVuUy_+*KmF7_FGgz-tSkGoj?M(AFX4rEkaw#D_ARPolK?6q1Lm@Azg_;zs_WMkrcZ
z1SjyK(6dUMAUSOmt*6Av@aT~tUi}<kRpLgH6VM37j*DnS;fCALfm)5X{ath!s52^h
znOHE4vp(TG9gUNhl@g7V?8(Au!7$GIfDV^Wa`!C28O^^q*hZsQRgoAU-CGMrW4?f)
zMQz{k7JsSx*;lSx6*F{^1w%Nu(0r%R8k&On!;z4DlV#zQ|Lpmjx>o2M^xpFJm+l4k
zlPLTMg?Bp<4?YrqlV~AfX^iB6V%BTC80xUdM8;6Ja8cXzfZc6KY*tadO4lKbBcrh$
z8u9HlXU8_i(KqFv5)UOK{DOEHmB99CL>DR?3x@GuPxx!Y4g)cOO$C|Sa$E}46hczQ
z^gMa!t4b?_3g^9ts<(b|Ee^In539ZP(}W?Cq_UftK%;YE^`~ztynvTyQk~_??ppfQ
z#{*~=li=Ag!P)cZ{MxJT|KV^0xxGZ85BMBN_+I_W)Jhd=<kD++Z{)*?EvVouNREc#
zkx!vMD6WyCQ$tjo3vcf9|MqkoTW^9H;<T83&KY`n{Tn{T>+VT^&${931tWrDl3EOg
z3jCn^or`9K-yJ=`49lSO4@)QQbFL}1zv|^bj)*lZ3x<bfNbAR`R8lOks%2{5Sp5;q
zoJ}eVhH*~E(8JZR>&UoGczTwhSrIF)@JyhDEF7`_{6|Su-w!(Ow_R&2DDxQ_v2;{^
z6TEJC;!jojNmn~L#m^9V4?ynVMS~!eR5)#Fx39On3Q*Q7e{9Te5AO`>Zkv5T@6pbd
z;o~=NFE`eZ*PsmeQ0}h1zf92)gz!If$FX}_+?ON`u(AtM^WG<whj{Qz76b3czx}|G
zGLN}m1)T+VZQAh2^6H3$ZCPxe$tZot)59^WPLIvl`s?h39v-25Z#k|WxiGWNO&<lF
z@+Y61vUF!+57A69ma*SXY(J`P^OaD?w*6FZ+`uZM%*el_2}=mM?F%tMhMMyWCmemf
z#Q|`^O+$Y9pm#AQXtG4=PA7^};hewn)$3m&m^s_q4%iGBy=M0k&N386D_0&8q|~Lt
zi@1yEIeL?13Q-;5QWO3iM1winjVK16STGu=Qf@41Jny;mU&r-;<t|X|fwr$a^8kis
zc|ut*gtI9LNjVk^Ctnw|dwJW)$wzOAh0}r|oXvpKtw3Y{j2JrLlP@Z(XcdHN|7_Mr
zJLiUsd@=GUAs#&AA5Zv?D*WcP&ah2~s?;y88+5LJdeJLi)_+TCMUuN|5sM7PL*}JG
z&0ki&cK-P~L1%umv(3)@_9ibdNfIi&+dAAheLJP==e@HBN;Z>2yotoD%zzm19SD^>
z`5yhoeGiNXmjMqpBy(uAV0c(tshiCSJ|O6bBnxLqoB2b>754}_r8D1sXhVS-Ruq~2
zWb60nj#u7!v31aS|B9ELO<ji*7fWzMHGfW)b%R<oziR`WNtdnue$b#AZv}0?DRrlY
z2ZOuCzdZ)u-I1vv5M4jUWr;fS;DyZ`q@t*|WNs|xv0#V_Z3x{y6yX3~%tnO(Rf+=q
zh4e=ZLy-Q7VHoQdpeHWuN0IF(4<WX)(wz~Rk=8g%6S-gmK6@HBP#5eNPL`&u3wcER
zuYD(HMVw#zy2ufLPG1Q998H=zvF;bu=zK8TbD5WI0?B^Aq++kU%SLRtc-B6$D_9qz
z7L3N}N+0zkir$x>M`;@Um@R8v49pe`V;)M2<aO0sv-Y1!xoFOv7bAW~$|dLSnfp(3
z^wwK=abOtd7{a+W8mD@Pgg2*yzkB!9FP70;kJkvszj`bf#yJZ(>9sW?4HabOKzooO
zT%RWnr^0!={Of~0&+CYA$qha#np0V3eZt>?Jq`?GpG!SnCwuJv2+os*bM+(3=jY@P
z2s#f9E;a1y_4!f)(xP(bQEw{9bK#^Z>G0O2qc7BCRFws14D}S<W<l|W9ILws3r7~t
znA|UucmLfD4>zCMa#i5s%%Iq!K&lW370%wuL&{!%^75c_`jLsxKK=d#DJi%EqCjqk
z?pg4&ESy%|gY8DYcty~;@~JaFcNv#wI{Ydvr*iTV&(p^vx~m+~@WeyScQ+DpvYlq=
zQn-?;Hzjix*L6RkMyYTnRK5GYDaX1XzhC~kw|kCJp3<`NQb{E!cre!+HBTm+a!GnR
zdmI1UrQ~BhgU(YM29^4&&MSt^%+qFN?D`dULk~v0CCOyvBfz$@YwtfD_bu%l6mKgK
z8P%sdwWNGi;j>@={Ddp=r>+f(cNB=x{*=iM@x0b_fA;jR*NzN|S0spA5(wmbWT)1o
z4PSRn?;dm-etK=kMT^#&`S_1ul(E7$#a(V1Ty(S=o&o3&JhN6f4IAj67>1dWe5J*k
z1h1Y<DYm)d(w;emN1dS4zUy^!_FMv*>A50ui`jBpmY}N77ChrW5BPAU^t`;R*`eu$
z={fN9l-_MJX@@MFc}ZJexu<DgWY~J+jYmrTh^G;H05_xZ1z@;=Hgc0t(|>^ml+hd%
z5{us(cyT+5UhGlGG+@DS1F6(N1vs{*Pt1iMRhCQ9RRZoD>Khf#uuqoV*{KBH7wHcs
zRxherQ}s>O!%4)~$AoxDxP3w*ZkDT1+=sOw3ujEFYWIxzyFIQT0=IOVS9745AtH#l
zK`Bmg;2D2?;0%{loty+ePa0eY8XOhQ3msRVSf2u$@vWOuVc~2C+TEmPKMoAzZcP1M
zuegguq)TQf=l+eK?s{S>UQ*1wr;l^;+*&gq^s^GR77XLOk#KHMIBD6*y8tI8$r-or
z8mL6SY~6k3!s&$5Tf%02S}=@LJ}ua&aGJ%clw~Z|Zzh%;-)F%{gEI~c<7`FJu!5p1
zb`*!4@jzNy=(2EjeI9&o>pVCCe0A^PX1BdgubVbe7ZT#ZF#7Ja4ZJJ6?1MjbeZ!io
z_q7N*`5UvJ?{(#H;M^RI(}H1~LkQ=qiVXA~K=rfvH%(5aHSCSsio1&2&3&Fo>%*x8
zfCa-i#}Ur=qH*5X^t~DPUeXH*CmZ#A;p<n-bjc<aP78){K18IYq|FfdUIuhI%Tzc|
zpC4Vf>ld|PV0vWO+I4GMqPu=c9UF#G(;g;f$kpcC^ZpNQ*8yHt(X<03Aqh$7MNnx0
z>C#jXxEDyM(g`3nq}&`1q;Zl^6%<ee1Q7w1CW5Fa(z__AbO8kf@d^S0N)V7HD)pb)
zJv)2u*^?_@^#7jc+viB;zPmd+J3Bi&JG;i)Yh?ej?O_&FyMAH#mI;8#HHc+3F0iTm
zGovzLdmBBzK#|&mn!AnNobz%On{np)<Ci~f<JLM}x%SW>>&8pfj!U31f>$f)8!Rt=
zZQd(7Tp_C5`(WLjxTDMFlg|$gb%ot?{)%y)t@M1kZ~RohIYno7b!+de=v}AW{12!r
z{%8pE5VmuN9rN;-lBYi1-`B0xzWU>kc^|$9n2MR9&=6)0V(#LY!O%S&3$13?o3oA2
z2f4K$3Wtw=V(ucq+>SJX?9aK-5GDqT8+$nBPw)h`j)nHl%LATxX+oM?>-+K>uQl2_
z4={IfOg}V)*#R)U#nZAOY*J5TFDJ4GQRCskG=nK3W(4r#C^*%ecYXfSil1I&hds<v
z!S{Q;MIiDRA9#TT&!+4K`uj0e&fF+`@0x>FvM~{v#9iW$<5_&bRUHsuFuU;2xzG?M
zHpqAx2z@%h?-u_iB8GzH%94T|D4YVpsM#6xVjR>ZJFonf>cZa|lk9a(*mUCS=ZzcU
z8WA3@)`8CXU@A0(i3gnC2xcH>;*onAZd&vWzyMZgUrcSBRlW*Xs(+myv@-A$%NltP
zx$_MhdZP?-6AP_g_MI)AUV~R~c{ZG2GElol5V^(hS{(WEEYF!*V7Y%iw(ZvEn-O_`
zAomuAJ=735b2kllIQC?>G+1F~q>qA&!Wq3^+8^+gR0J+;8T=o{M2{^GJ;6fDe0uDj
z=WZrIEZEWINtFT;flsFXkt>mM&%@lD>k|kvkUz4F2i;~9&bsJBkl&Q#dQn`gu+ZK(
zQEFI11=yy1)8WX^f3<GsHV*KaGb$2Du+YX7?)X~2OQ7Avhd?ZgZ_u+o1?rghkri58
z%{y6dmahyqUd#_c{<<VL>Odu|FvH5gCCm>|1KfiAqJ?}1jwKc{Cp-7dt;U?}Y!*(3
zB!^~WEP|_CGZW-{CAoeKB?}8PsW(_(JeaFKHKsL6irLjA&~_aQZPP<(+kTx`&rKf!
zy&UjOkh5cNEVM1JKU#DC+LEx%G(Sk<Tj1Dy4Uixmonf(Kg;wK4{^j2;gB?z-9XVr5
zd<#xGV+GP!H@%e5N`#&W4P6Qc1PgO-04Gq9_$Yk0?j+9<p&-wZ5R8+Q%^&4KOC~Uf
z9oxPREz-Uiy{Pqb<I2NCE7NssLTGdPWi<Y>7;LB^2PC_Ukm^ZI@E8~az#j0xLi=M{
z=&zwqLo~#$9_6~-PGqm=vY|SQ+%acq6pkzwrhjj(e9DiwgC~aGFpL}0jP&db47rr+
zBu|F~he6_ltn>;fK(pYt(5FAJnm4geq{_s{Qd59B;t+Fk{RlD-3ynKUL3fA`YSpuV
z#(QDC*T9`6&<pWF&8dvdQF^U7x{Oy@i!JF%M09~ULwFiV#>l?dglR}0r02&bW1+nn
zT6S8?OVDKTK~1O^0`zR78E8C=9KphzQgH6er_>>g)nM?|u*D2M&~ihbPYsAX6(53p
zk%e3itK#bt<aZp&p+W3_n)ooLa(=LT=2)2b9xjV(?w47#6>BiMl`)HD8a#y=7oQ9g
z11q3BH{^$E;0+KTqm6xhKKY@c@gB^;@$@Mfoqx>g=N@||zI4_sK8Wk9v7_(sUP!(O
zGP;LA6{TWDMFz!Z#%1b|9ovJ~@eOp39sr)Of__6E<YJQ*<jVN@DCqC<_MAsZEKGT|
z1cg$2GJsTg_%VBsz7RU3ZI657i3=6MbpA8@r85h<XM=J=`vo+BbidFmEEzXmJvOd!
zwp%#uVz62)q&^qvvxRuHMOkGI_&~iYXisAak`D;T9`JdWa`0H{?Xs75-_0bAbObb#
zNuF~E(U(B0wOPm3eRg67#MkjR0Ujdq<~SxMIywuCqKIB%U$Z@5J_j*mBNmJ}P^!pa
zBHt*<+4XAHM>DZK_|_ZF$#*z1D$8BnoH)gBapCBepbtJE5YfUz&x#WILL3mYG3!9W
zjs4h|30pV66nYQVqAoR?tSMe1o5=q{^=Xn{z{LU!t$weM%gsDe-L0+tYH5WoZCXgv
zBNOE*1RNcZYaJ4lKyU(dm=#*=oe9q_dbWU@K1gWMzhjK%Lb4PliGhWdQ1*1&+oK@Y
zi1-kr)e9N)5hKrG>AF5a_H)w(;`POcApZl&bJ2wsx40lLfIVhLa-hMo++#sczS0Lt
zEbjA+If1AbbIt)T^(>GMjb~*5U*oeMt^B-d5ilFYczuJyW6n^NaF!*_6iwfEW0{(%
zjm<I1rLgmpne8r(2lw11HQK(gB(II4iG?}eW{QR4JtVh=ZHO={c)x^)SAoK@Mpxy0
zi%@Hk%@wOQy)(TS#0x&!w%V@c_rQjG7yBNlzXo$ie;&TIhSw*Zeyt5SgZs`Lqg7}U
zBc%g<e#YC3S4K9Bv0fZ`TeIcDoF5y3dq{i`uOxk-@isOA3ymIc5g%gcTHrJ`c_llq
zC_h0y0?EyhUXSQlnAwoPaBBDIu*k6A*{gzVB&J75^e809f)1SMg9KwNbk<uObvVZI
z!mBq)pj<K4JZM*$D1jc(n)mmp#7|mV_7^{*+-?LAP;;_36llf6C0Uvu*1SR}C?@#<
zY#tW!&0=v-VtfaD2SnKeZajc877vwE51L^QLc4i1&j@^{3fe7yB~ruDNw~vdjzUAo
zayt=Z*-r2~)euDd*N|RQ_g=dN$64kMMe>U$aDnJt5!NO)d-4rt@jQpd->>;quGy1O
z{+NJRUkRp|F!3?k*udF-9{Grcxi^M;--3p^f+hpkkk(-(AHDb>WhYlSYpzv6Mw$Bv
ze=g!5#zC_#$|4YrE@l!wik*;y9oT*>XzivCngpnh%t;_eH`nz%6s7E+$*J|@p*7x!
zJ{}{zm!6b0ND-s)uZ)DVV#tRoJ{-hI{E27?9oJpKdpSiEu>(vX^qEEq4Ph=vOq1V!
z7&6-UjAQztA<P9p>MhVB%{PUTVrx6}U7;b&Rfri3m@Ob5g>`1~pTOJ8;v-jB3k|`p
zL)buo?coE;1tO0J+4?5l)~xhYJ<$i2i*X*ZNHLXn6=6eIUI}}8s(;sB>AncExG$z1
zX|ZYdTczCQ74Z&Wg^q$2fLuxU55MpTJH+YVo(hO5)ZT4O;Us%-smH=xj3KJxg$?I+
zrw=P4m&aQ`%6El9+^}UHrOhc>2RaXhaFx))XD<|88!e4ryXb+r$G25KyNubqTDfZS
z+Yewsa*MDcnRwT5o#A^?i+<<PD)4dv50N|NGT!2dE6@ptmWY;bS<aEZ14_8Hy@x*>
z*7V_M*%9d)vv!0psNfq&T3GQ=l|!#Ob%Yyl@S0oy@W&4w(aN}ux9uGnv*3@DjoU-D
zh04Vqj7)pcZQzvkS<?6-`3;2QjGR6Cc(I0VvC)-{zc?^*U%8=R@s{|s=+FaarpU%u
z1hW7R@WB?sD+lbt3&^Y-za5{9D|6mk5d1dg$7pqo#h-|V=9k<SbJpZ!qIwRVoqF}@
zTCf>-!ju1p)^9@Q!s@1ZUl)xOb6>n0`pH?Z&=bC-H(8HA(w4X{c=k4fbA_5Q2RkmC
zkC_pxLA^dqBUK}8N&}Z3AlZ+r2o|Pv!FGIl$7_|x?0DL3%;O}?GDQt+x;)@T);R+b
zY8`%jsN0y&Nu;m}Zv{O<Ew<h4{Dq0u`G$qoHhB-8t>=x(kfS4QJToUUTb`3Ud{I_A
zeA=aXORf0o=NF4P^^YW4yvQh)z{WTM6tj_XUy55L#zNi^w$Na2DEGUjKe4BwdvU02
zrQA?jN1^tGMwNg60&XIe&6qvo9PHs}VUi=O(9p>CM!76Xfh7rWpACc)1EU%DnXcF{
zsU6&FZvZLYA1<}l8-Y{I)IUr`G2SXPR0C%0<cmApGsev~7FwZ|Km0hnC+MH+FCHHH
zTNDHYfo#g%!=p_Tvf%}u+Im_Aa~r|_TTjcZld7jd%(p)%s#@COLHc{3Tv(xT?>JO_
zwf&4=Z@KUoPI01$BN93*G4S{es;!1FSZMqr8Jy;A81mP?wwX2LI3;6`_jBV)D)DDl
zHk$YM5jb0(_T!_Ou~9v2Tx6V9Xs9db=`^OJtOQvWhQPT8mTuhyK{Sg;AAO=vB#ymx
zWEiGGLzw6THQr#D`fBVK7G|si9R8l3-SD@1Phu+b*O-j@qajR#EWaS5F?s^J<JO*D
zYF|+=+7<l<+$tB-WGK?}ZMX3Tu4Y(JA_4j^+0RK}tq9OY&bxcOW+(8vFDab=&6LwT
z3n*K_C1j9+q#QE*bhBm0R~B<?ZTCks{p9rq(5;X8)RU_j-zq|yiiwNPo$JxEmfKjy
zNn#KN3v)xZS-uHqtl%UpxM4mBiN+K4f||KI_Lt8_zittX5f<h!9|NYt)F=z=`-uk{
z+^hndHKQLe0dyq(ndg^RXo%s%5!19RSu+`To*aH-YriQsUE0rwUS0TV2gEcjOQvX;
zQsrA%NHzEAQ`z55JS#VS9?Kpv3VV(P8Gh!g0T;+Sa16;=3(RLm89EtZo1Xmp&<nq`
zbsJkbqb{RVF#XCM(xCXebkBI?m4o~i92>$vfYck@k|`q}(~fIyNaQ0vay3IOG{mb>
zz$-{|2D#SSpc~!?nKrEA!vR_RiCm3@{2?M2L}YwP)@nGD&rEzc;EF$)(#0PNWsKN}
zqYKPH|F}HQx><c!($M=u-P-SmKPaT7PJ+=z7a6E084OqDo-zE_Io-jBe(tyWcRm<G
zA$T%8sQR3OD|fGOgMV)PnkCPU?cp}hoQ(@O5wXw?obGce{&6rXcQ1;0|NAc<rqF>B
zpyPBbv~s)d4Z8e&BDhiO&n^0U`{&%k$k@YpV!)FPdJ4W+DkV>Bcj<80_!hNgV9p+t
zw!_dBtyyh%#;nI+RcmFOKQsNS))0=ydT2qRbOl_HEjx0o**Jvs)-)yJyv^Lfe-Dm;
zy{uXbrb0s_ybm#%!!Jlrf;q+t(>)7o3HQ@J3?pHhmbgLYyJSAPmMCA-Zq!-ce=JO+
z9h4cj-UHmmOg^6LL80haXk?&@4{Dk8{aKH3=$#14DQE1lbI`Wm|J)^96w))oNgx5f
zc(jA6mHujYmkp4)znbqW;OM#K!fBOu?tBUuVs4ZD&=BSoWU{HuAop{CfrZAeV}n}e
zM}+}^`8n^3)J`gs_uEPM>;-=%r=8;x8fhzvI~E#ULK2Crsbzm+%b1J8`Z5ZKgtIbX
z29kw+9qCQSnG^+up715TRb=_$FJ$f%k0wLJkbMvp8p2!!Z2)yA4*Gr65_b*l6j$7L
zIt6(vG=zK`kqc42NET=!$AT6X@!_EI#Gg#p(FW;Giwy(p!jOm}9uizQZo_FH#fJmF
z_!D`lsqN1qKD=Yk@LQ!Nbx!VuFDhGgw({fuse*o3K{2xeNR(`3{pVE-#418r<2&eS
zzCKhT-6ZA?jaO)hJ4uKfM##SYnt#WaK?q%lK||gcd&Z1^hn<4hg)P_$TmBt>2I3d7
z;s2M+$-)Zwi2ldoI0BH3+hBD4hax@(TN~6md(<c==cC2+a*#b?xseG+vR42MNpDCS
z15(9$QhkM*|7fMK`yf$)dVfTrA>d*NTtoo>Kj;)0M-*g<BbqT{<kP)of;Xt;v_EfD
zio(m-e9K`8F+b;SSGB`u5NmWbW?k*{HMNCn%0l8^wX{>hkctq^^?l<lM`v306EZ#|
zh#mj(i1ez}8s1+JSr)E%)x3UtaS6P~%)M;v&-|QNp&?$$AP+0%A3?4z8wWvGnvU5t
zaC4tm0Fy^~STGeD!jxecR?N}!NB&g5LnXI%ufWZpkBrCAG1E5`gG)aaWDuLeveG4d
zLo&q)e~Sdd#fpyjbW`_P_1vc8M`u^5SrpLWeDA$p<6H%Bc1D%%)^JCH+^RRgy$d?h
zVREo6D=Y$y`|;r^6!AeG0zWj=Tj}{R?XiW}6OkLwG-8TCZ>_E$wrAox3d{+S8eQ09
z>_``PjPw`tiR8kvD>5L!%H%OKnxs@}0PfKd!M!He*)#;I<@T6m;1n9_iaZoIx6(g?
z!K{^!=uo`xFK~uFVaJ>9S(Azarnw2mKeIizN<)}^kmcrat;_&JDR;yNoYHYi#}5r*
z#v!I@H$ra6fSl9FEAEm5|D-ED>*VM?&862t(p$GBoc(ZSDbju#2Y3_M#Y8MjF|_16
zHf_k9Z{V*+2KqYAcNjZ&@F8$Cv?=jkVwo?R%Mp_MYSX*MJZD^Oof2t$0)d-&vf=DS
z6`_>E43q(`{0ig=7j4;yIi*nhg|{(0o}`i8JQ<#NjKq=Fnt(Jz9M(ChR)vPZ4FoUJ
zB|S6K1G!j+L0&SY0%EK9aM0c2PwLKE##{zjVlKJv04DPkgk^zg%DpHGXAntq)M$IY
z5ryaxeyM|H2V(o~`6y6kcn7{lz+z_1G=%qE+N}v~h6R)_D2MiKq-Vz+=FsAg%m7x{
zJ)a#_#rw_?JY+FXP~?_?&J1~T&(e`dKJ=3?3EB4X<dWW>pp_@$nqBVuiRDN{Hq%;d
z<AIoR0j_Yzwft!Rd)KBwwaTWH!b%0WILwgMhAdv3+`C1DTPuBO_M}}GEQc8~PR?5G
zSIdG+pFR$^=w8`Tpvu5+@Hk)&7i4x_8TXVL`K2CVZa8q{n<`&2gwF?<Vw^MKLZ5T5
z1Y-yfJAk{C)jJ$;uYB8(<FE|J!PMt=NXx+_>2p6cB;qpq&Ft-7><PWG{&v{x*V_Gt
z0pfVd3DXvRTg;_k9;3rSB!3<<#4WbqvRZD5gFlgr;&s}BGyfoSlhGA#{zy?#*;^UZ
zWgUn6Ssy+#WCUC|T6f_<+AAF_2Leoz83z>_>g{*PK~p`;h!5@;@p*H_RL_2B2vd3p
z&1eG_TSe|a9+-hyN6c+KUfSjy<az-X_j@s6Vbw;$$)~xkmmCyZZ;c<RT&8V3d(DPP
z9i`zO(zMc*gSFaA4$5#Cb6d~iTlk>tb!k7;?*H(WSoEHn+iuodtlP9qEHu<xys_ae
z7#El1Nnx3(m>V1mbLqb#92r+Y)uwQnkvfJ?OgMBBAHq}a0!lL?+Y(wUo_nBoAB<hF
z{(%%qONGvy#0Rx>I<_=O^@S?x-a%t4G=zE@Q3Idxc$^%p6fXAQk1;TXd=5dwI>e81
zTEe)L<P}<m>04bp+(EHRjMcZeECw;oN<St|UfzK1E^%lqN%&tZ9wK6sJR!Gwd}uik
znZAVaZgEm7G=wRm60Mjtd3%RF_06s!4MCjE5N+8`g@!O?l(Q9+`X%nHj~3^x5>ufe
z%y0}ZHAAK(Jvm>+2Zc=ep&?8evTAK79op|Z_0w;C>fsr#61Jnz5N1_ur>P93#l(l*
z;?N~q)ej9})<8_tR+atYm_DH}xr72)>J<*m2dOrPPawD=)dJ2w(tI6Wg5ea*>@eXK
z8tPGP=#jT%2ZGMcFGxp1;=`d9@h4h4sh07`H_(B&Rg=EtNr&65-#ibl3W$%<#(P|)
z`k^7rml3mu9kXnq*diS-fFUD3NM<Ca_!H3(<~Za=;Vuy50U3TU#Zxp-)?gnbpRrbw
zVJPxI`0|>N^>QC=FPHc2)V*ZVIZ#)xa6ZT_f<i->ld#PpT?|NOVqk!^WqUy8nD}rQ
zH1Q|e9ue?o2prVK$hJ8txoXI(#+Fx~f-F~`c<!0bkf*L!@gAWAV_~YBcPQocD20Yv
z`U8rBdA?H~IHzNwZL2n~QHi%>Ac<4Hn+KQHOb1NUl$OaZ_%;))(MplKOC+2vC*p!~
zwt-+7*AQk={k2y<t_IOXO)?9Ip1j?J&Ub3zNfH*?s>TVg{5c%1N-a86`&8Ke!O}+g
z3tPs8R6h|2^jK(7Zx#Mz^BTB9C_aRc`lF%VMnnLnsf0>lGqEsp<ipbsA{o<Y;|v#~
zWq3q_1x4o4hfqSJale9vdC>@>X}N{>v-ItM#l)doe46I#-lO<q@!=q3;!m3Rpw1M5
z&Ui!M;8nF`6m{YNtk4i}3j_}D?uj=N2ep8>7+Ve@F7`g#3S}NEGz2a$<OQ+2c>F@%
zx@XVLUvLPbM4sAI{qgA9n4Z|o2qAN3?3nx8g_uTg#>RJ3Pr8MPh}TXH3`d5O;1C!I
zR%lB~p6v2hN^Q5+`1XJW)xWV^>6917tSL5{%{cz?!Zl9<{PPD#o-fr3notd-18hpE
zN@_<x{M*k@UT|qIEa^0N-{BZK^p(+uf%-ArIPXWn+C5LZ_{@`#Me0<}gqPPo7ws1N
zV0`O=@2%^`ymc|BAzXC1KKkZ{xVPoSMY**OwA@^AzwzuRAFP5P3!b|T5O;D(m1>rB
zjL@Yb*pTfVVz6C&O@nQX`<-GHx9+YYC!M@lYh{i0>zKC=yak8qBcHzGeW&hJC)OOl
zzy8GLuD4uT)6Pw`LLpOWbTHJ)*vm&pvZn0E`|p1|t%F;;?VkAewfwIN2e2VoGw%Jp
z^9~=Z3YRq3cvjTD2C<31^1jOb9DmdsLj8_@Q7Gl)r6~^Ki)4+74U;eeB|G>A!RylM
zzB}%#LX|B0YP>jX-qT~(4ESYXp0T<UBnK<f`1xjWkReEwl$BYorq4{z2cF~N?je<<
zGu^@|uoC)Uyn=3$e5-f9_G?Z{x3+A5A5XqC=@j@BwGO)}Gj2|i>RUF$-JloetV?gF
z$5V_TizY$2)GlXMyuG6+IC&S`AJp#kotDPSI~L|PnaLziV-2f((7yVkqDo*&DpSnm
zmX`ZuZn(6vm`}D$1-H*0pY6{1dJ8v%L?%hG$43F<PHdsDG;t;`JiqTF32QueQC$*G
z$rh7>DDS#imwWOFh^;L(Ud~a4hE$Kdu4M{0zS5_?(zi3@yo2>Kde7PK4%Ef_aHgvm
z|I9OAC^Uq*0wv@i?vR4?3a~)2!hCWWR<-ci7xE8C9t4<pwE^^#9~#1xx2A&haA<?R
z9NS6B!pAN9pl4kFC!||9e<ZYl2b1M|kG%aG>XL{0;&fjGli^<t1Db5!GX;0z@zOQn
zrZUe-$M&5PGKi6K$XjCuZ^?S2np=A=_4UF>es2cdGK0z3ti?jE`3sk~D|Yg%RA@3p
zF3=Ls#vj3ka6*1qBxBE7BJ;5@Lojk&+OirK#;pv!FV|Ihfg;E_3?0`ob&j^6Oxxh}
zdsQHfOZ=%4tImLf1r~}2im}YhPQ@5YL}7R;6pc{`^4zo}Sl9^8Yc0t=Wl7u5fuS#c
zQ@HYkHt0byeLDkjPP3UK(#LD7->MWgd<0zjGK~!uN{4QLGw%UJh*fQP*;ro%Qd^lG
zc^09B^HdXW-fP>BzxQm^af@$9-d!?h4m&_0Yi(&#`zP*J##Hm0m_)L<%0u1AsUjYB
z7WbRv<Py#%O~4RCTERr{hIFU24;EWmu{8cCYeZhj57On8d{5}khvSYy5Z8sHI~#oU
zE@pmPfwRz>wV1BhlL9gmmOP4+3JYz^OGz7Enh#eC_pLvC^p$~49b&;aS3r|<*AG0k
zGlMe@^8@oF!Ry9dS)H*MhP~*SCstfoR*KfX>L?|LEPQ6mFJF?ji}0B}QlKTh8IaBB
z$tS~`auqf?W(1d1wh9dmjJ)({E(6RHO8Q&8Bt(8(wk~2p*Rv=RN$B|6sARC903eFg
z5l45Dggj=v+uzCFwqxAEQ47+~<B(usX5fJ2V3QZL-*T-mCI>U4!u-%sZ#B!jtOWYl
zz(NM%Hqm;_+I6-LU@C3~G8DMowAUr3uIvgIWO!|s1j?Mci&0}>p*5O*_QM$)U}IkH
zQvUQAb>U#!^xR4mUJ;zP2{{m3i6~?%7V`X;9}Di5JbMBAcOE4w$iU}`SRsS5MRfLP
zV+fZzS*<V!DL_UzVIyD!3@qq+3VjIEK%yvyy_k0P##{Y0JogaSG%>P&7FU3gW1l2y
zMW%;WE;al~`%(~vc%}N1@GnY9>!B=g$y>0yCrh~_M?)w+a@9pJ%z}obYrMdX(UX1S
zT}jHthXbzo6CF7c?tH`r<(btE^QikcA{76V1F%9vz@H*;7yx%4nff2MStbJs(i3s^
z=HTpIpAc2y>&FJVwVyqwTUYsZw3A+@Yr5Qwh;Y!T&EDGNspW<>{F9ISr%jofMB4+I
zK(FzMh`VVeVFd`eQ#0F}G(h+tEKdiyPJKOXK?=Ar%5D7c(_Y;Y-Ns$Jm~orpq}=<P
z%7$A#%u0&;{_$fGKSDah*BT`i$Vo_)VkR&22eC&ZSfNF3kLbRBG3=JK_!}=yItwY_
zh3^#~mdJ&MM(nr{g&t|T?Tu6=c+f!<6dD44v@nQ5VD}-q@A-tH792no8Un3^poPq6
zKPC7~`Q877T@|szE!e(+XB^z3W^x6$&``r`Ab5lc?hu#v@0wo6$`&QC?cZTH25jLF
zW~bIzXuEbA`5r9@t~O7}7p4!pgtvQmaJk`!hPWX!9as+$csuvH%%Gd!!R|2ca?ABV
zp&`s}*iM$M#Ohb&^rJ*HGG<v`#OI`a0kO~!W)H+P9oMp7EBoz@eK-Lw5jGqU_<hy5
zFgfA;&=6)KVw#q`^ltK9By2i(NHm^Vnio0z&=6)aVzMykf9Sh;zWN}2uMe2s;9Ny@
zvtTJcx~BN!INL2W)Knc|3wD6_fDBtaGdEB2>a5N{+)&<JSbu!hG@AwV;O`ng4#tB%
z7m&pSKwFkai*P5-1;K?2zy;H<;fIE}@Bw0a!JYzBwEUA$2^QMEHBZeCy*3DT2j&NP
zC7VDbxQ>Mucsq9Uz>=`Whz~W`u~OM_cr)Lvi4QYqM}HqGWQA6y$hzGJheJ@H_)vp(
z=v6rJAugO?UQ=Tnn?#nxqn>j8+vgt%NpQu7$W$rs%21Mf@nH<-C<DtuyRgtaU7vq-
z!0MiWVt$Amn(`vd_TZJNH<vYcYvO~Ln!`i@lXeUr1SdkkTA9G+$?#EocVt2aHt{i9
zbcgM}U*rvuDQ#CKd=UBJB`^rYhj9MBfxXAf2(a~IcV4m3h7Wl=eAjhwD~Jzj)RRSk
zp1l(iq<;^2E?A+x`Dn*KlJ3FPqAhEN{rJ)^qd<j>;!TkLXYn+w#_w=8a*M>f@@i4W
zpeiA&|F(v;DhXuiOoUrO<=xiYtvtW$vkxD*GdL1ldJ7-gUU1l*$0$d56!cZcLW}t7
zVpyd=8@si6rS}C63W#y5xi}j>*JH%#GST4I`nFb5=*|veYpVyqX#^{@oYF76yQo!H
z$ZVY%_U5fe`_MI~YsG;C3$0S4I%nPw?gJOZCm%U-_-+Duy!!(my}_Ol8SrQr_)Hd|
z1&D>#dhH|KhkIcEc6iLXwMp;Pljais#E1xClT6ZcA0WIq@kObiLPKvh0@f=rZCqij
z711FFU1EA@xCO$(Ot=EMba<3hWrtkfTnWw*c0JttvE=&Ztmp5G6@|vUI5r?8(sI2r
zp7l3AE6&3Xk)=`*TQqaGaKK6NC^RIFZ{r*Z?w+0v&l3CSNU`^zO^Ab5S7-=!6tWrw
z7`KVCsq{h*4`mGnRx3JEp&`tv$bm38D^26+`~X_U@9-dPh`!FinA0NYR#rxl^WQ7H
zy^vTz$pgF~eA<j&zk;f~J@BD&n|~-Th35mT9p2)G$739-7fHy>Co?gcRH>eG3&PSw
zK#*EJ-Gmj#>eTt+Sbbo-wB&T3QQ}?tNUS;^<-Yb>Xb5y8f|lg(fbvek`-<^d+3?D$
z&$v;LtN3sjH}NM;d{8YXp%&u^bF)}vfsV4e22>aqGzDLDQe;7)A<P@t@`BwVV_%wW
zzxuDNhFso48T@YOraw!<rt)a3ZQt*l_8hcTd7MX~!M47M>R};F18)$9BlzY^$@ADT
z)Xj)mtX*270hcz?vf@)(rQ!1wzMFT_IO4-$5{o~PUxpfvv1~q7#6WO`y^1{ZoAqKp
z_5$`;h9^F?mw`s0gLsb;;{D)nqA+m0VJ^VCdE)IY=N+Fcz$fQEcPuo-oVRdjXG7uB
zU_Qs;-lmuZ5D$Vh)*M|54Piz>gN-Us_+WAlf9E3azJv5BG>Ewe;V^1e#T41rw82L|
zud<}o3@3?JXb^KB!m%yL-(Uy$v{Pgy(|Vt(x%rPd=;T!P0SXOaq9my8q(^VR{JiCq
zqIF((YNtYjnBO8CMoxH(;Z01~0k9|qh_!)qvp&rh=d$EWc4)RjLsd98o3fTgKG*Zi
z`duBInyt_P=B+x>Pxot)77y>+CdKzl(G&V*!knm$nWN)1Pi8;N9-ZXL>gR!^<C%3b
zMlyZs4QrQ{k(~v;1lu#STqwxV`{3K0a$qAF%YcL4$PN%Rk_~mYhO{6y#wlJu2gWHh
z$T$v<V-t?!0ap^$wkz&e2XKXkz<V<Aj`4|u;F_iio@brKT8?Mm-eTgUse?YmlcEnw
zPxlS&<I2Ud=sL7tp`rFa0&~k-l&%m*!^mpshHr$JqPKIc0W3~IOf@*G8ey4e(~o|(
z`J34xPI9ZzASTP43QPx|mO0%VW*S|Y79S2R7JoA1un)462ZoLZtg3>bGs7}r$0A!_
zybelSS(+6ZZ1E9<V=XSyDl;+nMk~qu92%|APzBEFK?E6VkG6a!qH-o4(<+TtXb_W~
zu8(BPGT0Mh;+S&&-)J>fg>$p%JX53$cWAakgUvpMymrPEag*kSba*vdWrae6m|n!x
za4Lp(fM*xd>NyA;t+e99VeG`8X!}Iq&H^Xy2bgaH+;nQNLW7vcvB69+74FzFx_fTR
zk)qTb+N{tJKD)x9SP*>n-*Rc)rgl92XBB)lM3Faz1~E@zo7p4@>k-?!QLZe`L()G6
z?JN^~3kX;9wq)*~^z$vez^gP@p~2>!#^yR>@`VUO8kY4r)HO2MQBNo|h<OGv(b$7y
ztoH4?JFq~>*WfT>3JpO!H@DOenXc2XLts+zpGG#jzJI6_3lti_yjA}J4T$W-tl`O!
z%NC6Yc27(Z8VBn^83ly~yLApZhLIxPQXL_egx(UKn9p6ma=F_qmZ%5!9<yqk<(*R0
zh!J%VAcY2-{wp>eUrO<o!4}8pnUFCdAv+6B!oVs^8JVf$#+a?0SkOT#eK-ug<EblF
zlrt0x??bJ6M922}$C?yQJJh7mh%V(!5H&s1?H_AWl#4@63XQ1A2o8ikm2K0qeuH}T
z|9`8>`3O5zrlqbu@sAY=^M~vphdwDZ)Te7qAaM5oV?}%j@^EIs1mXuVOzpe;V@=8s
zICM#&p)NUVosknJ{c)!}q%V8%%ALEPrE5-FN1*}C|3T{vF@)B^rBJo!`1$b%F3N4}
zFm)9gY(j$vQ+yD(43a6@koe!Wq27bFApt~Iw4nQc+k(0e)`G!$rf7h(@>f{=pu_O^
z12!NdF)eEZE<Sie(_6ZId`5hlC({FWn6f-0vK*Cdo>z*eVLO|%0q0h6oW%a>Q1+`1
zvr3`CS%q~Nt5Ers0EOPZi@!?ptRz?^&PyIQW5EvN$2#|&%u<C08-4-!!tI+vtl<s@
zPM#Uhu$@)S^vm@Y-P;cK7+;6;JE<Cl2HSfP+sn2<;e3^GXt1*6I*g)1L*UL0=7BoD
zyR-#29{RZ2rh85dR%j6OGB%i*L&)G~x;eC$3j`c5i4TYNia!wzVLP{%-&Q^DGH=W~
z8oUY(VqTH$jqcL8VdMX@y$svAy}^qf^K^@bT*Dnt&r2Cl*Rj0{4Yv0hwKoiHf&a3(
z4BEN5zdtp0W0wU#L2m0ZIjt^@`NK&Z6dG*q4U%6JhuB^Y?Nz*u4&tED5VmuB`J+|9
zUNNa06uLr#m^ZP#`B1SH?*9L=ZDsh*TkYPzgk-%~6|$VK+PA*W^xKY`AcY3o{1>(v
z@5Fh-+j<fV&u|AO^SKIX#l?pMlf|EihQOVf%#%sL>x(=&(hVn}P-qZyHMn$G)=JeN
z3f?v%IN~lG>7Pv-lKjf&t(_F5LW7vMkO>8YfC;6$gQqCP<9{E<ZAHlcAwC@VA^t=(
zRFCrjlH+FAp<3BbJc@_1$`(?g0nA%ZJ(v}d0?ug-66_2~g=47{v?g|7r>j8WvrXfV
zDndv=i3`&PKmX)oPVG==upLi6cssHN#q0mjj5X;e#_!AzF(e7KMhsi<NEN4MC^XoN
zMi1VMK}_ENp&`S&SE=&W4tSm~-{&tBxF1l#sUZptHl*=`H^j(>#6<CF|Im`2h2NUk
z;co~vsoEi-&$;f75~9%jk1c`o>>+yQpnqsdv8@GT-_w968I77Xj-6lLi6;sTw&Vd#
z?qTrCA-EAxNTVEulv`PFVjx0j9VUxH0}U|hA>0xy+QVkTNAS4<gXm(O*$m#EHR|Hz
zupUP$G=#~Ly_v~ZhrkM8U}5@6VddklUWiOwYQ5f6xv6-7Dmx<y&Mo*GR7rZG&m&X}
zDi=JezrG`%M3Oe`>pi0?4Ehvv;wef+p+U@s2#0t7*s)V0B+hDO7`D5`c{a@%I6pFL
znVp>MF=ErxyTi?8-@rpYet9_0X7KFDKRi}X^`vKKscrvv;5gXc;w`eX20=7|p2%J@
z&aDp1dAP$W!P{Y>A?D*-dESEj*-+m@SpFM0sNw^FN0o2G(&Zzl3Ju}nmdINO?^>AK
zE}uytj^fQ#{3Kv2=h6xdVJ~291_J^G#s^pNt~lT-G=$6U;eunycfyM9TlmlbX{-}g
zp%IulKVw@X%@nv!tl&S*!$t$;PsiJk5Koa2KRnHe9}YePh0h9&XuIA{g6H1yJUG_a
z%yHJZx8{A?|M8AjUE0jZ3R7dNPju2G3Jo@REt+eoIAIDWW*Y`f7<~QO6cG6ipmMY{
z+NcOdDGa6`8p3BcP1-|_3J^L;&jrdS)vJQ3&=BS_Y%`lEP6Nod#BirtBpr7UXoW^#
z>%DLQOZX~~T%*Ndri<z9P>J{x(NHDHSV?4Dmw05lQy=KkxA<^?7k~0eX@O&^Pr`v!
zCM9pqUXh^kEGUpQK<G0m6&h;tL~L?+T*r9ban>k(b!f0cBfxn^GR5BIn?uMHTKZzm
zwPj9sa}sQY1~Dsx&gGbcP*CBDAIy9HP$SQ>0<XYN+}wNrgbX<Mgk|3VD!n4QFq!FL
zeb`Z<CwyEb4HI7`IN|NtBQK?nHU@%E4VdhQhA^EcIK32~vH#2H&t7`ki4O`5VnXme
zJfVX9+Qv<)^Y{-~m|Gv8l*muOze79y&=4kbTt&7{2a7aK>!K$PNwEdh@VT3ZZ5V4Z
zKA-Ikjmgev8=sbh5$~3>DrG5h5Hy8`8r~Zu!<#=Y+6R)$rDdgefK+G%WX^41o40U_
z1UO@hPt5AZ9uxPq3jQ54p29Ix=0?mX+uuC<Bb;%BCeQBl#P)GcGNI65o7bamh(k6M
z;sd8zM|^qB!y?77@#26tf?<PjsOSnOAC%h+{S>ymaF4VM6uSQh{5IJ7pt$Z?>Av^-
z{vA*D!-A!5YnqI__~qb<w_MtuepwOIF4cuGTxVCv3Jr}Rz6B16B3m2rskX_NXY&X-
ztQSN@9~##qEm=k8WA~9*^&UJ<n<2l6$RTk~`hpu&--}%%zOIss(Pg0#tk5&i9teXb
zGpVp~gSYvDXfxhuQlJ$Y0iDYxm%oY<0K4qqsNkx{@ouWJc~fWr^HxQ>=OGUByuoz{
z-g4YlpM-H0Z-p@3jfHu>a7Y|99AfKM8muh*-Cm|20=cetrpF#J`ZQb*%<XVJluInM
zSGRQic1DWVMIWP$bU=sozz+>!veX@lj^fEOAoH-eJLSM7g$6M<f}rpVm*)C<7K|AK
z3+?k6b85Y}8ZIeL+*!QEyotqu^XB^MhelxLbVprkV&c=${QYSD$S~Y_5y`g+(+`cn
zG=9VJ;+Q!H5q~J~O?zhdvhmddp`9X^31Q-&bD<HKIsGl|lvxA0K8JRWoF1*0c*@du
zKQsc<2t=m72<j8oKDMS{q0#%s_ZO@g*sNU;dr1%Zujd0f@dhWyr|KyqeQZSXuZ!QB
zBc>O`Uj$~2%<%Zo(`qaX)}?%e^`)r63c<xTc-InM^ng1dftH&U^s4f{-Gc*b75IyV
zP%_D2i+ItvHjpqpJEL=2ceqNF%r3@R%!EAaYgPm9mW2Ub8^5tIL*;<~Vj$3VWW0I|
zdr}ncFo35BW;ER9NW@?pA2#q@OLrjY*~Ghl7cF}SUqCAa9Miu?0h)_DB<uE=2j9W2
zPJD=g)ax)cni@aEqx8DvvbM8NoVZ~*-Gi~Yi388xuxDEWYb6RjRq`uVQWUZfL#LAC
zGSd@>c%VnVo&&BmH$#BilomsaRtJBy;KzNGgdldy$fr}vFQ~ptSYIJ{mOMTsj{nYT
z^wGtyy^FVf@YB{unUpf-6$61b#&S&+g(HQ9nQ3J=ydQ4TQ$1Ia8Do&%dPSSIxaXff
zpStUD=n3$RjV$uPc+QSbN6`I?g})kqy{g+}v%V3>lEGWqOyuH&n)4@iI~Zc&A;#Os
zCZ*Ry#WaAMl=fCAGz5!t*U03(lw2Vl-|fuI^pskE!b+%MDl~+Nv)jnBWAZ2h$bl!K
zlN~S>8i8p%g!3ktOP5dg-@Lly{o-4X36Jk_r$t+#5wPqou$aEG`&|8i7g>CexZ;d5
zM%&pd$cUcsSEG1`fUH97au(iXga76MrdsPmX*cSXFXGmwTse2+<KO4lUM78<+{*ZC
z?o^J`)9Y|&t0$=&yWa!<o-i0xNG7Dw;)(0=;N4UlkmRuA^pw!pK9f=EW@F87LUF5s
z4>Z`urqB8x;3a>!I)`}GJze5X6?lnf>}QkU2kLKp0^5$UTSHjLtYX~Rk^=)Z&dx|7
z^`_7LbC*xM>r=b=4L)Q6RwJ1c*RC@<MSZv;InG@<=Uis+;yGF;bkss(uFGz2YuIyH
z&6SW;?#I?0gQ~vR#x_EAsX0sy$yWFoB0u0HGqV^EyE8@FuCtG@)BF%04i>8T6D6G_
zU|f5Qk@k6cbMTK-zPbUg-kl4obmWUdGnsD2l|WyCbFQGdNcm`I<u_CZuGGdbdmTJ|
z69m7kx|{TB;Wfj-7Q;7leJ~Xoftkx0C(pwO^XKJ+(_VMbFel4ep+U^eIEN1*lZ(W4
z_oTq=NjEyiXJo)0(TCZ53ChD3hE=c>Md~9cd@%X$1+u;KNR)j}+Df6JMx)^hOD&4H
zXn4ESj1-?5xDDmwu2D8I3XP~iuZ*iqBnKB&_`oYsL=F<D&=7o2gfAM`B|RktuMs)c
zkmo%qvR!Y>CQlsPla0&HM1Rl@RC`!Z91*SgkdY650z&AAMl?N_?OoQm*RNf!41&FT
z_T>88KI-fwgbEE}Zh@M4ey%FeHXjyqxq}T>iysFceduH_CrpI~F+WGl0|4hO0XtkB
zudcEyroG^$Gf24YQwf>c;=^Ga#h*+U;6kP^StaaXB*I#UFFMyjt6l$do_B`c0Ck9R
zw9Dnfdbw|@+2y-9#EQkL&=ZT;ZBD+g)$@bB&I;{@aqRhBSEfTIg4dgm?>PTWVEc1+
zQ=7Bh;{Ov|pC1TZ4~dIQgIG>@j3ZFbhqzd1v#Ojdx*2g3W7?E%4!G0~*>0<a$@9CO
zwZ^ga1BUqMO1etPqk%5r4uP?5FtScz1)q>RTxME6o)M7IW4n!+OkG==e0Th%eM>_Z
zyR|x1Uq9CF*m7G!&+@rHnvVU)jGnUl3Kn($VU*MmG(Y0tb|)k&x&1Qm3=3`eJFi^m
zwtEz06EQ!~0NaM*jjz0W!;*DRN>UoQvofKsyS?FOSZI6lf4zRhBgt<15WixH30XG-
z^?S8|91E>V)7FpH&P;dH2Q>}P{k=lIxuxYZd$^rqNm%DFdlVW%XFk=i7>E$a^#=GH
z;e?vwv_fz(w9pW=9DnPkh)-m&*UmRAw6@86e*xwgyJ#ykgo$noFKey?CzKiCzzKzh
zpmDRTdaOA;D8R3ZzSr&IAjiwZ3Jqd131R2@1!MGhT-kj_Ezeqs;j$?n<Qb9ZaawQ}
zia4@`P6OtsNf|1e1fdKyE-OC4r@g$7mSN77w-y@W!)hG1@a!~wL|l>sGyWYovu>E4
zvC0|W2SJFT%<DhPZssX8)Zk<gN#i-Y#l+ibQMsdyY`g3#G=z!j!kEMLo7598ocr@)
z`qpuf{QleeExziC5jAsJJ1x3Ip&?AEOoH_Ls7$cXJ}xxk?fAv-xwURBUQ5_}a4TT)
zcKV|s%-|qs=K|JFi))HvUb*~ia}q6uhA^{nEtqe|R7BB1s1zE)M3*z9AxVR5oHm0(
z33PD4RcHv;SrM%1-@0ezfshl9CwZ;pWC<xWh<OL~3fpTb)|K#HYI`nS3)$0uu@k03
zgP339@`IO0yumHA(aGgASGlY6YtUIUXFR@o`PWWECH_P-1iKiA>OClYFv)Gfcg%k~
zVJb9)$&%GBv11BJqFloc!=%s%Ouanv;C(wLJ%E_h;9$LaAAo0AJvUKk1ZFP7Bz&3L
z_iwD&yuHn2r(sfP5OX^=(Rt`84Qi2h1DXdGa*QliXaMup!}hb7jPy)>1RTZ;!ebbA
z#W^Gn)2?OWTV(q0U_G!x+fpJTB=J^5x0&CUzYMwrrli4gk6%J%7wC^3dt{@x;*Y3t
zYQe9ap8*d=sj%mJ9PR^LLRW?lrb0uQ&Rn7_DB{E6EJplE6Ca4V6FFZTgu`1r4xU~~
zN>A+s7Me&K;Un33-s52%Iy)UK5f|%8%}6)mjggS5!xN2ps(d#gT#WOu6K0j*bca+?
zK9%IYk;-c=>8MXibk9gnhX<T|>hj^2aG6?sr^=>Yp%G)kUW)b>BlH*@-i!jDhi`Tb
zT1Ui(!z31eqRcU(id-ff-=@H&?la?_f2mYu$23w34Px#_QDO#6kQx@ig(nX|2MiVS
zZbKegkW3Vt{~Em;Onq;W?vSGoOfKgN6l2AK(FzSQ1z#zF_uEH!64j<Fzxtn$F}0jG
z6ixj97&)g0ZuBC$c{IFTK2k;hcLR!B9`GrNGrrdGnOV{48NR~JIWtOZsvbP87K)7C
z0FASgs8@rGg=kq|p#^WA+u_BbCEZ%>9&5_H`~yB;6b6K_PxnJZ<LIn=yWI}yHMb8u
zeK7c^p_8Yb#iwnRXaR)=G56wxX@w(Luw|e6D0n{lgHFZ7hl6B@KaqQkaGl#qev0?{
zWsgXlhtH}iZB=Lxb04;q?XW{S^y%0_X)IsX4~p~5gHC3TLPNmLjpgpvi!QC#$rT$f
z&vV>TDl~|B02{jl#$KEfF-sK-vf?Zmi}wSykE4bxUXd*qtckLAYa$bmPP15gE7^MM
zsUZ1p#2AT|<&1%bcmp%x$!(wUrnR8)h>R~1C!J?8AhxbpD^Tb~1x7<OR$jMTe4JHV
zgd2N{(-0{%go)O!H<+6UKFt=dJZR#>K}^M;h(^HbRRGr5WZ&;ND3{GhW9_~|LzrRM
z)bQ>jGqXIY4h`mdB@aggY%JtpTQ||XgYclmH?9AwminpVyi#be!QY^$I%D!jq~V_4
zoNE<7Ec+QI>{jNgLW7tG5tAhyJ&dAl^;6PrhGI;Xn)Dlizut%9m_>})OEWX!q&__j
zls_b4f%_+cmN#Y<6si?bjL-RSz7Jx~ZnBusO?Z+N(=+u_gGZnz-|<Q3hlViEBaX5q
zJbZiS_X~OhX03~BN_fW)cH)jggP4sG?n5-;$}#Id11|H!t^V}vOh{TgOgGZgFjJ+E
zh;zmD1sp9m|L~XnP2t8Qa1C+v=K=w2CayA8(NyTEUUb2D!$l+sL<RV&eAO5b72z3=
z>LXU@sUq}ucnhbb$0x;scNc~e;#Hi&J1kD9(Z-iJaMq4+d<zZXXW$%r$jUL4mSkPy
zr@TJwBNv`HV{)iTp%FE)(=DOL*+jv@G-koez;EVXb74pa4Xv@&-V<&GTj&WNkCVJX
zDV`B*C&I$0urM#9!EyZM&${<pxdMU!#aO(AgBTi@l|ICirjNpCC_lfVdeC+6EsV)S
zeMUsD4*$*y?U8^|3z{CR;nv1IazAKXKx0{BHr5!HVR*y^4r`S??*{Z)+7oOV{;pD0
zNMX%;FI!ckPl<zJ8a%x;ZB_9B<GPo}r<YpbJYc6P=Fx*BH@eoYG<gqXMelv@xxOo7
zOS97tChvWqA;vFgF$GyVz4wQg>hAuaBDm&`u5EFA${5-3{YZ~nYab>l^u#3WsIeED
zZ^ifivh&7-D)4}zcj}p1udl>6s+BG(G=z!6W$dzJW+b%jR5cB*x!%n;c*l(W8G!k<
zooxyYVa@?e5CP2tiG6uOOUb>{`Bt3T-4R+F_0H-)v^j48@;*DVLPN+au(dT{Y<xH{
z>C+<zrli4(mJ5Pc9s9a3W?ok?6&k{nqhRIg{g>S%Bg@r<1EV`HeKow`yK>YpCe&Lf
z*+@@~1O1Oj>{fYGen<7NSkiCooL-q0KW=Lv+zo&A_~9duOo4igZFYVrG=$k2+G2c-
z5@c<A@Xj9F-g*TDnm@G$5o5*yJElS-FpUq<=)j-{z>LCafQ44Q`pSU!!(qZto%;Cn
zo<ksVMD>U%Gy>DI5?I^0q;bSD*Xk&@w*T{{%X=;2Jl+nq=^JsJ$8o1Pi?78(<F7DZ
zfxxI^#fwi)gtvIA!|Vk1Ge0{P+OB<_KV3Ql9zk%uSSX@=%0f9gKLIXzL)oz5F|rTC
z#C>7yxADW?YTmc46T=i5>fAm=E*!_8*$E!xdiBL`u`z$xA2&b+oNJttvaKH68W-9U
zTV))y4~{}lb)Cn$g5l;A%Y>{qx|=_M71}m$!NQYP9fI@4{-Kw<hDJ7r$6FYz{?i?x
z!9tr*c}D%~%YkNCWbAYGgCd)&{44zPrccf+hao9bu<4PV&kvOR!@yIc6%z|fwdXV2
z)vf#TCbw37L)$0X<O^#~J;Rn7-|;5MW-9d5v;IiG%r18HBy47@%;m;v$ArWR4Pl<c
zHh*Hr<hJp4k;5Oe?JKS)g@!OAK+KHgc1*r2+90;$jw$dI8p5oAm>8SnGv#PU$RD_L
zbe1bL0y7u0`KP+&mX}`!Ax2-G|FCz@E*KJ^n9T|eV%|qhfVY>8Dtv*16QTf?Yh9zK
zUU>{v8NghLeF@~L*pX1BAxw5PY?Zz5e388k0mBXd{B3F7dQR#_p&?8*tCoX6`S6oM
z@npUiW!x1SfvE?BC1R|wV{*$3LO}W6&@uW+p%Iw5j1iYT2xKl<Yx@t0#~h<&6dJ_L
zhfT!SKOvnoIFccG1CLmY!lA;#yo~8{^r*1F(QIbW=%wcNd=PVGvO?RM)ox18U+_Zp
ztdV~-889P84i&mPbD^Q;ZouY-bOMbWi?Q?8C5QJh4_;B$*hx6|`FXBB7u6&dTIpB*
z?zm+D=&MKbFZy)sL_E{X554kP!k>(L;aKhdu+(wCR8hBq8Xis{q#7$U!u4U@z5sK|
zy{|;|@mraiWYw}hud$0Wi2&CDyPQ;xLPI=y0pPqva6jf5h9TlS!J6+1)@4<N@n3@l
z&vgZaqMGucCou-cXY&23Pe%nU{fKHDfa|ZxJZXY|v%1kIRq8<W=(Fnw*LOVz%Oosg
zEkLgHbJ)VL<dp2pL2-~VBHpK(5?6*qg?<Uf<TD@j{W-OL9bsSVKjN=KGP4sh;thyw
zvzk%-E!A3X?cn9<2`|Jnpx=bUP#7mr1zE}aM=jnII2)FIt`lm?@nGFA#5NWz#0Iu`
z`f7L|j}=<V^vkdI9opKhMSNDc>+B(r#Tk0U#u0A{d5f^$K?d@aq_{K?QH;&;^J8Kk
zyJmD6*S;YAZXu`)3vK-Q`-L`V_Ht`mGk;q5^zSdp%4$KUydlYYT2fqmN(xl6A3Dei
z&Cv1TidJszo#dx-QZ{r)Ml=JK=d6ap8xfbOL%5_TZkP^P=Bo$h?1X<ceubJ%#uayK
zf4oww_L$`r@rQW5jUV_%FymZL6hG84)e<YTVqbr;>(en!-CC<s+viTNH_lz%8fh&<
zgxSv74C79O@JBd-!EJP%Bz(Wu8n3MX4%M<kOWNJD>73W<!fT4>e~Ydb(4598XCpQ|
z6dK_p*21}?H5t3-xtqn>IZaoEhK2#zYMkN2z@!*EskNFgwrIoTmTs-l*7!v&!UnJy
zXg21*0V!{TRkqx3Jp0K9tKdDEq66C;iqhJ+jh_)RQ11pJ!uO{9DhV8le%I_y>z8hK
za|@+{Bf*E`YTCAzEhd1SU$?NU@rs_^sOJV|k?<DI#M$lRVUc?#nhaC#;jRR8jsL`&
zVA*9VG{gn=*y&o%*(l^P7UngcUtHSfweMbetE%Gy%dh%aXauHS21XPfg3L<wbp`z^
zjm=(D_6E20q}U@n{~c@;3cX@j+Ky83aXw`wRA{LGwGnfjou}j)Z@s+v+rRyQL1_x6
zLPMBOB2NppLVr|}uQTf3^`E`Gz24qdT5Z-1__9}x0k@sns?bndJ7fPh*fGgJe&LCU
z>sl_l<%Frw5N2=0#5+VjMgY+-d2HC2xrH5#V1<S-lM!>19h38OtuWdgef<gzVH$|J
z*^Wu$DuN{ajlG~DOnm;$_|%RmJc4w0!~s*GA<T)0xy6nts`eMhtk4kVEWq>@gcpla
zve_0|>JvU!@(?qKnpa<dxWQ<&I%Zq4_*flS;OK{Cupb}`KC`oc&iwfs2t}m9D!Zf5
z5DS<`G^Evt3`0?WN<;pq#$xcKH@F2@?OK}86!>?nWg!Be+j&6ZU0ZA4y83fPop_+o
z5D(ZH%2qoji6ZBN;~rR{A<XkQR@-vL6a(VGQo<B8gvqV~eqqPt&4VK@(Lo1Hg@!O6
zLc=f+<A59nDGxz2Oi*heXi%r_-8{Zef|FJe9}Z0wf1-5T)YQg+YJ{St@Skm~bT?vt
zX=f>&>4--X9NMYSP&?5^H-6yllvdA<PsWuw?}c0B+#MXr%;hFvyXbF%b?hw_2N~4h
z%_KNdLGwH--C={HKv0!zgY%WW8$uu~`TLXwT%jS%RP4rfJ0_pK+g#d{uMPTO%BBFP
znWoSX<~YRMVaF5`Op~v;DD6~e2y-f8?zCfar4QMsx4iyn&G~B`Lmm|x!kmYgyX=_6
zE3ra5h=oE!n0VF9*louYlbkX?IbbR@gt;Cu_t-IsSAGl^g@!OsBj#Q^CZCpYFOJUO
zax(@kG=y0c;Eb>Bn560a@Kd27%t`>~4UF|<{+CAk<Ji!B_J)!`KU?Z*%ah}-I$44W
z4K>t_nEUORBq*G-8=No|8p7;>m<Q~b+`@%hU4m;4!lcj;<`BgE#*Qh*#$P<LLPMD7
z>oLByV~Q^Ovji0y!enXa4%#uP4gA`>e`{UP5GEcFc?))its2C|`m8T}T=QxPq9@o}
z03Mz3!Q|tbM^~VZ8x?PX7=4%zCZEuG^o8nZReD2Or=+LD6EnWR|E{s9?7anAB>6J+
z-!&E$iMK%aY^TdOd1U~~6AYB&n|XP~#B3nm0$tLFI}B7FLLHfDbpkMrLr^$if(<BU
zx5LEeJh#x0@c)XKhwYer0>Zl|V*liTsn8JSRe<vr=#=iOod4ap|H&~uPPf4GI!1RH
zW*5hFD0#(XFAkMxCEZ^wviPG-zBV?WSl0Wp>XNF^5Q7T`0)vY&{|d(YI9I{>o!9;5
z!&pT)-^O~9ls&?~1AmNz!{aIjykn(+D;;-`K81#u(-^>w@9YvS1liwCNueQ37Cv*t
zj!Cu|p9+|WMX_BK8p7;@Oehk~Pe5R|<bk7b+pFjQZpx%!1*Ky=1|(QY@>>sQW?t8%
zY^)~)E6~%joy0t^z#|bjsHNeFAL5|#@;XDG2UO#zeJpA0{b*5zhQ@LNVxr1-XeVf0
zZbz(ik`F$_78=5Q6ETndx0vrC<_~sEMUy+ou|gx-najy<sjI(MDY6Z=yp50DJQ#S+
z@wE(v1~H$&EyxMj8+*eu;xpM<AHKl^jK$;$tT0cgeIlI0z~=(zXntr295Wbri!yNA
zA>=A_++bm@d+>5LA9D<>Fl#uEt-ykIZS-MO<%fAP3Z1wnJ`7yPpq){Of(6M2eNa2u
z?c*Z6opL<^Ml8f1W1;cqDj-L)_@HL`$<b^S;k=T~6f#dH1hs+PI|*U&K#<D_>Xx`X
zEd8`gn|FQw(u$vAHh;7KerO1|0Pw-UQ&XQA!$asHUsTnGmyPvRN;`QN6dJ;ui31xB
zxt!RtVunUxHVgv`jprylV|@?h13ns3YUnv(@uH{kF(;7&Mk@~=(+w`;ik(EvcM??N
z8Yht~7Xm^48RLc>g(?!mlbi6s21P70#$UNs#NpPui~^tpd_<5c5?e<D4GbR=YOd&-
zQPfUCCV`+eiswoqw4N9`{T7ZAKc%<K4SpSct2LWtF)q7NI0dkv$wwJ42{QmR3B+zf
z^aw0WaHMSY9P&1TyMpr;@^G4}$I=q(ELG^KmPb%ud7%J&>G2bnZM7jyD_uEQs|NG<
z6^FL#A3@;_#Rv!<iflcfRenXaFkj{O_F6L1@_*UvC5RQ^FZ@KY^Iue;x@?sdU!f=b
z9@vY9sJ^UR;={Dp`YKVeP@7~ZG=zB#$MiVLqZO0O807gXu&MkrqcSo3rD8NGG=zB`
z+UX6B9+_y*RL%7?`256&1FZNH(GcvT&`NJ``*cWm;(JY1Og++!4zLOh!PWv;V<?EV
z4+r>kgP=X};eaXrL^OnnNwp1hEjVE2!O&vMEt^eMU^e++t{e8GyZ5U>Ztd~o1BS;v
zod6@H1lTDw*iQ6p^BlJ8Q3C|=U^|Ss(_YwcZg=`Hh<nYqEayny0VSBkGWu&cvW4O>
zA7)&Fo(6fF19?td7B9<RcRA(KCLM0Ke)GKi7|FqY#x7cf@t<Y$U&UbcSeQ9C;Xa4B
z32mH3##z&o(rR+<nF4bXzYAc&4AdZ_6pDM0r6GJ^zH@1RjsH69?+WN!HZf&zuR=pi
zVVOBfb4=Mxu3RAEa`a0<e-?NYE`$k8KQx5NE^LK3MyN;Cp0%O!ysB=kGU%YP&q0Jb
zu#Ls{V_dtjAI~YQ`az+mN@fMZ=oDsQJ=qYjo0tMm9-v!CYP^U&d$z+dhg<7AB`B+8
z3(RD$grg}mgwI?XKiQ?4Pguz0bEbarRkc6F7t9o0q0kVf2h^EZQ)D}9$EUtJ{|e~L
zgL@MSK7GHYQ#%zJ!em*UPubhaUs3zYrHxte$H~U+0|8TMr$R%R`7vsyP)`hdN;g`K
zu&q>FnDQ{QQHXO`tgE@MN*-+ccydYaPms}Bd|<2?((7e$78cFOPDz2Bv2Z&q3HGEq
z28&rnTKtH9O+C2<jKLkJ`9rw-kHOt$&wO+XiM;r5;F$OmnMk4@y(F$IO0Tqr9UC-S
z0$UF8A$nz?^coNGl}mC#kP$uM7e@Tk_EDzx2(!drn*|MFR>5^YJQ~u3!~I`%nE5iA
z2hSiIHWtLAFr?eo<PueXecY|}ukk|W^okG|We&4}I>RVqXNW>ijpsoPIGXInoaAA?
zg^wr1wD}YCx%uHR>&2glhF}*VPYS}}r-FNQU!SnHx9__&@!^0g{zNo{i^&GPVF@Xa
zrISY!S``(K@h$=PD!iA!D|WhvlLAm^2zm!X2MsqMoDw1;aX-xp?etH-^{H2^3tWwQ
zx6ib9KZzw?>v%WQ8_Irx>C_<F&d;x?9{iQ@7+WbU^lz5@E?=L(=5DRx>wO!oI|fU#
zn7G(wBg#IabZWeJ#i(*OkJfa9{$~R7Eza`@)+jh^PEEy2gMs?10Ky7w)9kTlDz*eI
zS!?=h`+m6EN`wLONI?u2)c7lk^&rLPqRF++Tw&py40{*oU2iyJd|YRCu<fHh_=_!&
zetTfV$A^!5YS4<Sdy!KG(>%i&pRC;F&mlhL*2Z2u`{h#wTEduBWqq~qMxh~IqEa&+
zVZ5}cu{ZC=m92RcVtLP$__A>3Wei1B7A%E^Fk2x53&C`NYkus71)s%`KUY{7?i6a;
z#O1e&Ibka_gpJ0yw@`{FewfDrn_DdBU1ll(v=)?hD>Q`NAF;y|2c<(smbm!Lk!guO
z4Ht);n)pDAfsN`w{9#~nHvGW47zjH00o8;*FzVX5zAz$e=74iyZjEQX#%LX-^$HDP
zqSzYM?U+0&8!krHiG1X0*^ltflY*(x5GHQ$#X|~GvGKPK;DI6WG1}M#lijE9;!i|F
zn0Qe~#pF8vg1A|OPgp3J3Jqc6)8s}0m?Ay{w(Z5JHnX<$fC&GSQwO@%&R`mW1xEv`
zKvQx3XB{!+7gR$xG?>mnH9ku<9j*$q)?wLGXb5v4DuYOFpM&`rpMn=@t?GErFIvL_
z?>_?Bu#f!wSL=tW!r;|lQ`<6C6&iw{j_}1Oeg^NcL-P3y+{DSTe7s-ycV!Ym<9xm#
zcHyUcVAG*iq0mqj7@}kRX%FccIpUia&xJhX)^==a`s)3wu=Q3k6&k`s6=~G8%kj*Y
zR;<Wg3L3R({ho90_v#3k_3W%rXb7_wt^jy@!DsZi(E>(M{qMH84!nksPAR6TLL)G_
zE2atvk`E?#lEEDAb+z>`ue%2Urm`_qXb|%k6k!&`i^q;Wn0(6*Sx~t>?|73<p&`tc
z*!S~xOdhUs2y&GyUYy*!1*RiV`mWFrW)3#?f*n)Xbz0!NA16N3$}xynp&`uQ5c6WL
zm|~CM&`!b>G=$j{w-2Q-fm90IP==sOkAb%r)J#5HwM-W3XR_07N}-`@mZSbJA*$(?
z4W~V+4jGyh0EfOPG*n3@+#d8s_5eE*bcM$u*HNB#LrnB=mkH^mJn&4Sp5>71h&L<`
zMmVD9EJlS}95UvBP0+&7vN63xZljRLI&ztii>uyxZe~$<QmK07!>!A{SlekrDm2J+
zyne%9)l)VPZ4Y1gqtPR9^ICieOTdu(YU{Eh$cUcs*>mmT@u2%hj)H8$_8ZGxjt;oh
zu{1aib{4Fae)l7M9#C1m6&eD^lOp4ieMZq+_kWD*oO!KMWv7|1&<M<&6^N-YM0@y$
zXF`WZxV2?{4t0%82FK-6lY!VlqlsNpEA#^2I0uV~@r!*$soAMd|LdK>iutp0tE6Xl
zpgpQ+e}#rHOW;CSs9Sn^meY2d?$(MAhgm89WO~gGvV`L7e%5b}{5W0j%@tKYg2XK1
z0|kT$R8wFD=bu$T1R2p&+v}ogDaKwv>pn6yAw9*Z3p^b6D7=Kw;I-8a-#_Z4y~Ll0
zhN_6dE+`9GnXqG#tuMlfQ2bd>$68lfIn5h|1~Hj|wI49qyGQ)y8NS_YxqBAYD(;t4
zF4(e+o<H)Z`W<k~!iUoz4Pm44X4IDk0>973w>WLw+R%5KHVe28#-35pE_MrQoNQ3+
zUAUkxXpHi9k})%yq*Q89+O5s}sO_o2f4%57s@X}d>v5B}+$`nR)_1(R@xxMG-NwUq
z5-u-A!RlVT==S&-(Qc!eo#aT!-436n0ZD4k!Pw5fbaoqO?Jh^|c7<EqH#T%i-Mk{k
zZJcK$)^sVs*L&^mR~@o~BxiMXbsEPujBErj;j59uCK9J-8`HZXt7G>kG=dyW;S<}#
z`(2Xr@|v4ML!8Gu-rhoZi`PjC`3kXFtf7t<0~8v<z6^TG_}#9o=vYFeVRe|C3Jqa8
zOE%4f!(aat(&Fx2m@SHlrqBT9t+1w$Op93(u3Q!y?u!3bytw|Y6SP8u&2^(pV;VeF
zxAK%(pi9JuSZs9Z*|O>qK}Ph1zZ8crv~vbnC$Q7-J<Q?8!&-6hverq3C^UrZ%xFH?
zUYAzl*q=?kZ{X!Kh0zKPVn)McVQ~cBKm)Wk=#IbEfcFIpGu(E(n?A%w(H{+hh9Y;J
z8_ER%(tS>Buysy>z)UAyr_dl~A;8pU1mdiSYh$EmXT)a1HC+eeeVyOfV{W`#XasgH
z?S13>##@fgEbG?FCLMqDK!oPhUWEoRBajC{SUd)6BD7P6Bk*+8@Di~%?2pc04=xFq
zW>kkC8p1>xZv^w1#0`r#^myhAmA@30xg}a!L04!9-Feg^j*M@#<83%CZTU*sCU3rl
zTNp*W6dJ^2E^KyI*ox^J%Z>jrU*+t1_oE!QHhIX-H6@=2ZH|+ToeIgsDAo)C3O(UN
z8Ui>ipgn<O44X3U4%$tjp&D@4VQd89gK>;O{egu>+3@5GXl4wC9~#1Z8@2FcJ6BHL
z>{KeG!`p66d_d+Utk=p3@h74oO!hJ?HyJIQzH)O%`=O(}Ztcq7@e{68y9%QhjrCeF
z6&k|Ca25k&X?^Aze|8X(WzNXg>fnc-3V^9>Y84uRslSZ#;<_D^Ouz3-Hu&<#@s1aJ
z6dJ-@kC=bhF}c_OSC@9+$LAXyU0lVfoeB+Mj>d7nX~z^V!E3R{dfx3@{9z|dg@!P{
zWU^$(<gy1LRKi#8z)yvSFxvv0@wXk5^9n+v_=SGQ`v?jRVPYVVw^;Nbc%mI2P@~<j
zj~MVZ1>y$9heNZ)pNNL4U;)IDF`k5M%^&<60YArSspRk$8iIcuCXTmocL;n=%yPz8
zmRX19D>MQ>mlb1WmaFMA)APBt--ezXJb$BO8d-$~F^i%AN1=96b_g3@t6J@~jqrSD
z!y}EFADQZisn8(i$0%&L3VDM&Wv3?CED?ou4&7I12$tm;`UEQQkqCaS0x1r7*3RFY
zhD@O$Or~ftC!G%_P5MW|zbzVj-tj$Wg+^fNXgL_G?3i?nDxAg+eOG7*vnpb)wqpvX
zp?Ue~h*RGc8iC1Q7*mFx;u}TQ5r?H$p+QUx^D@}QFTTid(L(t$V?5yoB@d&+H$#+w
zHt{E-A<SN2&xlh6W=CUTJ|}tHrOmoheM$HiHv!W;Rq#XOi#doZFtnWwEaWrQ+>PsH
ziBRPml@)V;V=5D_y?c`I!An1AR6BdlHkZf5eC+gR(Uh|W<T)w_#(8GM^g()S*csn3
zfG?O!@~^<9d)R9$ra~jyspIt<v1^eroJ!yqVfvvFm<9$*7`Hj+net&0!e>2fF!{7{
zyl$w_2uwEPyg{*;u+*pbVyaO<s>7U9XbAN&=)Jc%Lj|4giBD|@9?p177Hs7(pI>=+
zb_+*MkG61Fp4?oFjeRz-51i4K=|4WP$%LLPfQixf0~O#6aZJss{D?Xdi<KM*WTGMS
z*?hHe+vLBlgQrt`j5dyQH-#S>!W@N|{E;@69*5`1xj*CYi&g4Z124?E*Ut_J>JOI6
zY&)hxLzq(#lRZCdJ;vhslfXeZ<<!`kKdh?A9FU9|vJKWvvO-Vz><H$LUGzi@xmG@+
zL-D@9ggRMQ3JqamT&qzWHnkuWasWjlXzl5YGNmpxf#kYkuYt)Yj2)aOe&`ARYsP1;
z_~rB>q2<%%3puU*&=BUAfa#4yXF)o6r#qm*0#C$P^flKqdAO#<hUFV<GF~$C!Q{py
zoOErP*KhtO`yF$3C^XdM(};PSi||vZud&d$b03WD7S|gO|8xL8HDhWwKQx3H23%F2
zbmUsb$HG)Jrb0uQC$OES4_#`v1vei0xZ0+BF72hQCEd?;?hEZy0*VzH!enpx6o(T8
zBbA*a!-I}2R0LBDNfF{Xkn@9|zEhc>U{fcjiH7~G4M$8qr}zpz)rUI9=xP_~nk^UR
z{MZQ2E1r&jq|%;(&q5!RB*h91VahfHS=0qj%mwP=Xo+H@+I$asPE{8Q4PnlQc6vj(
zE(FaC+>nZ^Vxz;=8?J*ycTE#qgZr=T3dlXMM}hum2>A$(;(faW3uDkc`^NKhWecj%
z2+UjzZSH1=ki=<IC%4<PB^@voM~6a#n0H_<<bp{~(?umhW{-KKyA!5DgP1LFV#Oe^
zatgF^(1hI$MnYEErVl+_WyOJ^OuB3-v#m;4p%?fp(V+1ob6#7dm!FbA;8k$V>$ew|
zfZX6>F_IFl&=4kGs4-61F_X5;+dXbX1Go0d*|I&Fp6v&iO42ojhA_jC4=hcgb(Ssf
zG4$<8#~`%0_rulKpNPX4fL>g#WIGiafoZT4v-|+;qZujt?aH2)=1f0Y4KNkCQfLS>
z3I|QG;`wXn5O99^LXV`Z=Jf$nkt>A;F<Fc$Y8)fb-cE`c;92E@o!Y6;5GLLbHVWD?
z$z#4@e9GG4?>f#Yg@!Og5i`t=$sPPVUD`+0(_UO!2oC`iekwEqQ)fm94!+MA5k2>%
zIvNQI4Ph=ueG+NMBwq35q^w_l3L3)v7BP$1G5N|3ar#SJ{5<Gb<AP3@3JqZv#&IuZ
z$D|!3&%o}O6i=ZcOuWJaxwVD26w(c3+uZ29Yk3IJKv~tJvCSpyZC+O6!nl>8@am^{
zJI_G|6dKXyT=Z(kOFd6zw}CUeW8R*TuMBDKG^Z3A#Eix%8s#`on~c2p<=~08Tw0sb
z=gvee_{9lRp+U^n2zM6>Z=iC^OXUC2hDUu^Gsl<!psj$?XVa(95GdZiG!pHL-}9FP
zZ?DKqgcPu|FNdbi#P<ZEkjA=^RA>mZD~yjf5^sM|dUZ_Wdg>d<>WhU|s(a33^G?ig
z)5mDzWoEJXqak?Iz1}kL_F>{6O9hxwDoM}uy+lnu;x|sMUU7OFKL4h?WUbIpMIYfp
zQv+5<P!7!1frU2a>g`MKHgLPOIqS!Imb6<XG5ydG<`{tR7Geo>;d~_puafI&--QRT
zLTh&R;hMj;IEYzC-@aC{+7ZAupKx869ulBqq1F9xZ@1PPcDl7m@ANrVXZL=$F`n~I
zCXRpX!ly;|O<e2NqCa>w>X&=#+{SQDaz)D*pktxMuPL^){Nz{M^g%7Gg1uIZ+7CKZ
z`0;!<*gx)jruXTqZ70fJGf~GvQ)meDGD<`+yuDygX2f3)zYD1yE53B+`66h&R6~Ya
z1x=wL*xAU;!kyybN>p}2ik=vcdmJB4PChpA;h-7BpM0)huo=g?rmVK@cGVqMF&M6l
zojczobp704q0P!_tI%MZ+u~efcex_s^h_LnJt+>Nv_J&Hg0BUzLc2Na%EpdM$~LEu
z(Z*#yc%$}T3ed68rtZ4^SXw!t5g#TvbK!XNr!|1Xm+6fH16ZLoyEN<3YfZjz(+9Ps
z18VD{vMnj`X<Al1W*?CoORlfMSHnN{GA|kSgk7T%&jtCRr`niWu+#<*Lz~x^E8*&f
zg+|Y{@#XawSj`i-#pQ>FYN!Q9p|KW(!bb*p!!0g+2N_Uk2(u5aIP6iRAa=u=U$YKg
z^q8kx^p7r$pTt1^?xlQu^=a4_^AV+%_>G08&=Y<gXtOuJXQ+>k;TN+5AcyhyqnjL_
z^$_zY)Pk1i?QnK7S7x9^Cn@v<&+fDZ$H6W#E)J?-F9NVjihK?K$r6pA&OFW)*d2=v
z1a$HebVtWquiiko!I%UyRlY31AKixVCH|1fWf#y-L!rkoQ*VR^9;{7EiUt2e3cGC;
zgMY$;E}oL>j@r+14ZaQP118D%*~J4`q3JuGD&d-Y+D#v%C*>m3W`D0eyDqPHYvRM4
zBnEQa@NlV;D*IWM`3%B%#D^ef_o|XPxn!S^PcsVZ7ndogdi2vU@37E*pEdI1<<XFI
zUVH#I*u-J!h*+Nj_2%tBBV(aGqD`8xBxA9gJ_LCInEu`paf$G(WS5aygVNJt(>q|I
z^LWTSZX}|3Vxe(039%321AgBg=V@&u;nlI%23Vo-$UV@!;zN+n1^w#{F_YHgrMUAr
zOjuan8#JGoURvN*GvzHoXj^S~Qe{XyX#0LfQgVu(&@Uq;Thr4r`(=Vd75+8VlM1iD
z;?u<sp*$Dm3NCsO@B#~M`K#~#S#j_CZu)@6888Gop7`T?DyiwiFabSN&{&vPh%Gk=
z#V_jNFAAd5iwT{692Zh7wCHKwme0yQ0IQ_=QQfR$2K>Yr#77*(lglV~S6N~^44sq6
z#0q@AkgnW}@;?Is8Uv-lZng*N6#$(T+Bd6=M*|O+hZrvN!-z%QWliv*gi-(^(*uKH
zN_Y#jYS|OWyCV;=Ft5nNwJ&~GzJwdd@e+?-9t!ZDK=QXt44{S|$&S%17aza}c??on
zIR=Tt`!QMYUT|g|xF4IH=)r>!$pjJLWxgS@9ho5EDl|>?fD9*9cns`A$U2`~;jtt*
zK=sK#ABu8-h4yFPCS8jaTLR&t=7+JGTL<>mTX;^YV->O}EHf+K$jTh9XAJ`NhmUP=
z@#l=a?$Y=pD7eir4G+wmVql?_3hfu+z6|H0EBoz@eK_Gy?8zt?PW=g#sY-F?%XfMj
zrZvq>&o&bADigdj1$XkeDPomSk{^-Af*QI92Pdo@-VfB_(F5NT2Y&hnZ;^@*ht*5`
ziD(F#?V0)N#Y_ioKTKM)YvtoF7jLc&t$S|jiN3YiD?r;(Q0D^AjFEggy4n;A(6P`0
zFWw8^``Qm~EqvEo15Z4E4Pq(nMj9RHiSs2Ri=kMis1Pr@?k{Xxsk2wcpC0@2jFoOJ
zZD9QHjO3jTwr$0g#-P_PZ3L})>FWIJ%fEGtoryF-_>mPn^1@ku#03J)6mLzY3*zG9
zlagRH4Afg-53$hJFNwT1YUNMx1lOdQ$=5gDa0_+*CtA!{XiZwie;gOH2<+|;BAS)a
zHoA>Az%dYg`D_Z`X8i%t!tB+wNVn0BlSCnJu`pLsI6x8%1DV1lmA&xl4Ft8G3Jt4$
z5VlHKXtlpAuxV7_8n<?B&v$7-19rO&jcc8rD5h9weAR_8*5)sMF*dMpZJhLMm9E3&
z%CZLw)OSC%HGmb`kdR}~9zGh;TpPZ-T8&`^sx~(|*~gS$$AE3Mm<YxTyl&YYaU!Ah
zI`^tEs@iRwBIB_;?3Q#y+z`)5+?Z)be8wPP6+6_&!rZC<?$Q$K_o!QAX#s3B{*b*p
z;SIwd!O{_@qk$n;U3#j!*+*U8_~vu~{t6YWo{b|L4ogdV$}mqCmTb+c;yAM*+cTeg
zdsx^v6A5<cIS{)QWHFiZd2j#S_k%5XefEuV3t#(&IY6tT^0<IJEf|+JG|qsuhgLIN
z`Hh%_{L#mmFtdDYyqI^xqV{ix%T?k7O~@Kp2VM{{7`@fT6J$hB_$b!K1l|WJ(koXz
z6PrHutXmtDu(`;`_wT_rWjq@`HmCW-9&%)PsE#yi?!ENgVxTdm@)3?ffyIJ2W<DW#
zoLFa+f*u*AdAFjF9t$&7%}JPiE$=VwztPdZ$py<oLtS|W$1$i4JVoi0Pt)g|M)C5I
zei0vpicb~5y@8n49rOehJJ07|On_1mJ1h=1Gw_TG%B%Hgjkm<=?1C|7Kf@R`Nc)B%
z*dXDOeabJW6EE<J%p4f(Tw3lgcpq-KwBP%FQvA&`7>Jg{N74@sL9?UPBY^MIc=Ga9
z7_l?t+Ff{f#hAr0Wpfo8!j$_U>%NJH?Z7)>e+}t1b?-HvGKg8JO`v-2b_nFLDmze`
z#Ou*o!@-}ocMU6z6P}R=;v4~mg$h_|ezHA8>@<)wb<{Kj*d4(XzeOFzpwwcaNv|`D
zg~~_j=st2il>IOT9*>9GWD1m}@FH8mK@b5~^!C!(5B*q##q6`ueIGl+wTb~VI)D|F
zpoKn08?SMO`k^6)vZ%({NN<%e3QRio!}PJqMdDzPl!>9x5GK1cZkh*Qpw)$iHh13i
zSEuy;+O1`6=|4F*=4ZfE*8AHjho>F90s%SGFV|aiZ~HZuSj?r1sayfPJqR$PV(*+R
zTJmRFsc~f47;AGYzdT}WX|S+dG52oVx;&KFz5?0KRsqP!1}_x>-{m$_c;&T@KW<%p
z=)EZX6*G#ThUL&(qMHXyTz1%vuReI-fd+62Sv4uYm0i!Rl{i#(e5a6(^m`1N^_GSt
zk4ZWQ=nOe5ED+K(<T1H$yJU)Y(a?@n8_1#0Mh)%)AXrdFKrdLKQAnQn7+u{|1U-VF
zPKfc~TRT`${QQW<Z6s9U4MBHJHte#Xrh+(lSZD>?M0tMc|AL!7U|G54`rkHbkWG`F
zJsX+*(z0-uhA+v%^ck9+p5>vvr@u<6rO&gL;u~XG?7cXB<F{biV4-ckxAEC!O<#4>
z$7thyHXZak=qbiRTlZbv`Wxy2jrcG|@EL>K9lqx&TPU_j#|vO|i4Uq9Uy?B91hSz>
zeWz4_j)nHc-71~l_#Au(ajR#4P$v8=NcT`)ZPUjJ2IyF5>)tJRro%=M-IH5RJeAlC
zjLd9at<-$nYY5qc#cBgW$hN3oBCkqtBa?4C@udTn-Z4-wjlIW0Tf6M`u9jJ=K?wUT
z`|yi~>)polycNHH9|~3w6xywdFP!W4{vNmXv-?Ez7l-e4o4X&q2BKi0wV3@;@9?j{
zV2&R4)6V2JYo#1YCqs~4AL0{Pp;f&w@Y&u^f@gSo$vaPO9|7;_L9<)qd_>2z(T_Jl
z&S7nAtI9D8CPBIx^F#2eCHgI}&>BDe*Wu~;SGl#to;OzCj@crcfTC@@hmb**J?i-m
zW9JS&1fJyP6Bjg|KBpY;Ul~({hQ@R|a94dJV?k8@Q7@N-$J4}zgBBEjA{xTHg;TIl
zT*k=yDW+c~$QTL>1}n6i-L&^+?u>M6JaHW^ttng>{Lm0KI&X|r&I3u$uQ)#8){f74
zXwixt(ST{XIsMQOCVPI=3}=+{;K1oVm*O9Xy+6OS4L(B{TDBTt|BO#~oBhxeeiXLZ
z#FuNU@Bx}`atxDQ&N2Pa5M~t%rhO7YhC;DxBuqavgo!T*n~t##o)O^wPl*+3G)NCZ
zjfjQT`QXKpLuY|A>Dc7gU#RuY=frG(G*rntY&c&cElWS$tL5&4|D)|X;HxN}KP4d{
z2_$q7DN0f42qK8)Q34VrBoaEvBjs^9N!|;W1PH<2vHlfB6coV*q9S5LMHI1sAPS;9
z6$L@Tj$*_1pV_^gE3<h&jp*m&<vzT*@6OK7&hF06&O&|?5H`9x#Y#juXq~A7qbL05
z1->v+E{E<PmG$Gki$5MN^tNBBtpAh3c088qC!!(DM^G?{<M8;7|3*=^*`etvjD~=>
zA#nX%Fy<jV`0bgAC_6|7QG?8A6tbKFcLD)=F!y%)XkhBC5DggJV4N1NS_)0awpths
zV!nqXZ&S3yO@a};^Z@*h!Rc^WV?H=0F_cO~2jatV%_|>04$b(zH3M1&?hLT<#7&7X
zg^2NyDpY)At(6_#QDW(dfFn*Sj$R`iMnjmJ&_FZc$Ud_#-Pkey%XasCIbA0lMuV8|
zW93ArWtdV1kP+t9IhVI>KMG^Cn7|ngU><GfpJB`?DV`Dx;%;>?h*Jn53s#<7n0qdt
zVC69ytV0W|gIL?J{T^EEs~3%|)laq?X0=$=3d|7z98Jl{&KfqSAS8k&JsK%BxCWa^
z0{nw`1kZ%j4|8(i<R&CeIELVNA?IlskrH{$y{-VcOmun4HKJiOB<^>xfF>irLz!n4
z6jhGKi$lvW`@=D;#2Q?vrH!{DVIw0_pwdfd3UDu~`I1LAlZ%Ebf!Rr-O)|q`_Z7|`
zVef`ib=pd}zSjt<`Z7l1q&IC;Bm<_sgNutJvqhGVV_1n>v4EDNA`o8#9%Jcj{!a=z
z8>IyY#mk3BD#Dnm<QP`sIjlq~VCPnp;zfeTT1Yv_d!x*7MOlb0k2tn9ScWB}+PWl0
zMLqspwMv+)i%yez<f0*6-G>8E{oKlMdEOj7a!oa~DU2x5<~HYUE%Fz`tbwK@FdC}B
z>)@e@rl32v40Z&Wy<;E#Bk)&II%#$t1{V~-O5e{t>!O+h7!7eR_GKE3!!QluP&l^e
zO@#7{g-k|hCPu){xIf+VzY~vsz?GQ$(~SjP>rI@td$?|ZXEY#@qbKMF_`*oZ6!_l?
z8PyN*v>T&dG*b%olN|`~vKWprQ=;&<^N<cXRf6LM>P6G8>L;SXc129{Y<r-T!wbys
z3^ti%AOE8QgugisjgH4$J`+rz*n7&>bVI#pK-Et~LtNvORQ9Dp^crX7c~5c3Njog1
z)QbjO{X{ebE|QE0cdFaDD7%Jdva=hwfSIsRE_~RteHRU3ULssSW5Df`8J-^TNP<o2
zG|Vy@0=^xA6NVM@HHg~Yp<N3NE~6n_ydXMSe<<Eh39$m+JDu5@NQ2C12zd`8H_Ndi
zXrv$vE)!DtSru|w;TAZZ^ieOGQq)hLSQ(+$cr8M-0nKU9tazlZHlFDs1r0i*p*jpf
za|_oIifc-o_Lp6Ejk;uDjc$ZvGz9t>f+j%1VAcbrFu}j3UNp?ApNNKVUqIZHp&5h6
z42Dc-EG&@emIj>B5cnGi-ga~-uP{4YT$zj0VA#2rcRXqPrnDxm&=E~>jE0I!#zlh@
z9^l<!l7Sv^D&j+%m7CEJ^l@T6q9)qdRXqwL2ZFW#JeQ16$8iW=Zy1QCywU^9bW9@-
zMngPbgs_P)ZRF9O8hgbyLl_MKUyZ<xVC4rFf=S!LOOP4|N$AvzhIRE5(NGDyu!LmW
za51Au5$ftigROot)C*xJ3ZIW^N{_tduGr3WJ0fSNu8T4n1zgR-U4_jUC!Nvxv$b__
zbC50E84X|_?Nr@7q6B;ekfj;ox^XUnS){O)3t_*(cLA#0L)@Zr0Bq4!htXhlJ_N6f
zbuG3*gJC75<&|1=W~(%<z-S14IkKG$nH@_lbUO*fe*nEV_%JAZL1p!>vh49R1`S~g
zo7)L+JdG<m${Xo+s()>6CPpJLVI-Hy8{k?{w2<BbPxg~_YUQ#{CuK%MxHzAPCP7~s
zQURl>FQiF1dtF{%)=e1=L5r|1?55JPjFvGU-kBB~7&MK@XsCn+xN2#Lh5#eGaz$X5
zM&{3|aFS<rve6o_4?*Uph)7IxWFwPldJ15JfrfuZqxd&R;Y=|}nSznI9%xo=4K$-6
z=m<hLLD6_@<gqNH8iONu=;3mdX}>jjV8F(7oxx!=z<2cq2fM$NJsO-%(6ORP&cAtt
z#u`&2G)99$`y5RULUZ@6>^v*eDaJu#K^YBVic`lT?FBOia##NMbR(_ko(u0<d$CSP
zj0Q3HpfM29k$=ME2I`)HJmZ7z!!|0{tvG$+#5}RDB<L|TKAI%YvcL-28&xXLyFs=)
z^%)f-BI>`89&)Fc*KePH>V}mN5O#C^=C`|FDT@)?SGdh%J%;q|b%(U@5P`2Eu~*bR
z+Sfm}z-=S0SY)#-f^1H)|6*=mY<Y~Hjy80vf&UIgIlEdiUI5}ertE03<mzyq*x?is
z(6<5|3m$i%_p=G_<?C93(V%!f##Yc{QX2N&cQ5{Z<~WS=VB;;L0nDSl|DH?=D`1ZV
z1_2bvLnx5M4EtX^9f4VVO-EofSha7lBj~F}F+}p^8?dIVYK#UkMVf$IWHu!qhnZmc
zTvM(zowk!xSa))R6?Lsz@xY9ML$$5FtjXDDRGz*La<Kr`X>yx${+yYD`F&X(7|lOu
z9#GkkWkoD(9*m!aO@!R+{{4FO2A`BKMTr!@Ye8OZ6S-)xdPk~nBC<o>haUgszJ8e0
zpH+|1VD)<bJ?)bXhm~6jCMQ~VY&qW8&=GAAKAfmosRxhh23++M5o4Wx!a6O)K`VK<
zIVV(@J$-sv$h&XJnpz_-Mnl+{*cc5)Lcn+N7_b|2BXIeNn{&2`)SxpOLKhNXR$i{>
zz=tO@V&Jh~)*6fkF@@fXW9hY_2LPW=Kj}Mb&ib)8z#3uMs#72ZEtp^HdueiG&=4l}
zCF=*IcVo&7hLG;ytlQdjdt^Iee&xqxG=!<|XbTVD|3H%$;qpxNqN%(3iD(e>Yt#fZ
z_0~6jKIOFhBdGgv2eOk^K)M6#OFy5ChA{Pf(v@rKMZ>51$-d;|ec|=|wE8iCE<Cxt
zX~VMqE5f>VXEey?0mQ5aO&(1Yk&J~A>|S^Wth@+T&iCMMHuVB`v%!xr2*#ixV6kP_
zFld(GCQh(~ANi)~q{{D)JM4m|$6#m&p6s}7&-l(hqVg;Z&9Qxz;{FwU&;_mZLWR7D
zjV|cp#JLW6xPvV)6i-`S<l-s=eAwwuA&a&=IP$4zD^Ulb`z1i*>G!??YY$i~Tcm!g
zM)&XTaWKUOVp4Eq-rUNJP+5U@al_2T-!&<MT}K-6E@{XRQ3%9*|Bv<2Rbw%~n$2z>
z?ArLCWL-o<ErQKx{VuzeQ#~3GRH_7wk@1PlJ)>jv3ja_s4hqRxaOSH}lTkn^txJ2^
za+1*~Y^x77xBK#CHO?98h2-HJbW%SN4PlCjak6MW4Zm!l(zG9=A#6uI<1I%$`^`S`
z;*{&^L7e2&m&bRRnhd7FZoe2bgo!!#q78+7X{Xeq%~Ivy{DgYZu&jO}8iE&B0kF*l
zjT*Ba!e|K7K$eq*H6x3&Bo5RNANDcgBkA-);)p>**o#0V02>n+5cWZwi{QiF@Nhdu
zY|CNdp_^z6+2X-6a}InxD^vz2yo=!oBpA0C7^>_;FJn3F-~sY?(ps?*t;)JX8t51_
zgt-FXAWkmVoRbwQ&&$axFM`!OZn%5x3foxFG%}-6g;)#GX_6ciN|XuVVP0>NoIov5
zp5z6(2^^zQ*e0g5i?*poutBkM^QbFB($s{}P-z#%EKN+qk6~$e*fiR%y1H31#>P{g
zw39X1`A6GpzKZ3wufDvpQt$+N=desv|45u4V1XT~EijTFDHkp1RmOi;rZ`a-pX3{p
z>2!!XFR7^qqfu%h@)K|`PWCtN?436ZQdv!!(0R?Kj@pGEqXEpLZTu^vAe^f$udv{p
zKCXjGU6UNAkF(>zIHaaRJzY+-IG5dE^jI4~FVavX28W08uuPAB(acM|XvCy`vd7#9
z#ni>eh<h0%rvQ){phKYBfmhSNhyKr&EQ|)3{T#GMI-@#Cqv*^pHox{wolfzP3;5`q
z8|oZNz>G=^lhGjNA;c6o3{!>k8qL-x7H(LMX-*g>qrv9v;crf_>#5iu4w->=o)u41
zAoZdtUj0OIwpb;R_InfB`GkVX;A}W<>1k3nj-uX(ZyYhWr(%pA%lHz-RvV{-dGWrU
zCFvpMuRO1%O&Y~$2=gP?6l{4M;N!zs+~Uo+qFNBoe#xy*mz>gD#<L?2rijaluc$B!
z`@*QY86}AiW5d%K*B<^6QZ~tJtD6O^FMu3KP%!eq5iO5SNMHTwi-W!sdMiLheC9Bi
z$a)0F#yeb92>SB?I$F2F!lOk(i1?sAd3sTmG_wSKQD_d}J7@Apm(&Y3%m_d-@wlJ0
zP%cAb&=WrLW3}*`JaS4)t%2+<>bSJSGow+M)+f-;(YUc=Gc!Cwq3rYOMPne;Pj&{A
z-HxEK^{nQSQK#*sNv;jPg8RyL4;^<RbUc=EiniUPDs4}<S|LoFOP*K1vvutgcSGWo
z?MF(EPuYHgaMcRM74_`|lJ!)D4xsJn)%wwPt8#Sxozb9t&cQZv&Md}TB9Rt840$2Y
z36M4L&Gmba?1yx)Jn0l2t(N|eAK)GuTtT{3iIyy?eXK=N8=Mu0w3smKZ*oP~r8(Kb
z04R@OY%#8@lW_t|M~_4f7V$8~)qig5h7ve|Bb`1XON97r63pS$O4)Jy$UgJB+U<Hn
zWwkJ8qRQC|Ye$`=XZ!PXL*0%@;>yM@kQ@{fYmo>94z9h|s#z`ZFxEVCUuvC&F9+yF
zb6z?A!StJ-FWV3>)C(7zRP?!O-*Rrc^=zDwtWzOL;+jBl$x01#EqIh<yWvu|5t@lO
zYa{@R2PrwdDDoSTyi~TE!vLGySgoZZi|ZKiVW(Pw?G3fhVYQJYjxCcsx?<;5p(QvK
zk5^~z9d(h#x_sfM*oguPuwmk5lf;?L-+|L&_%I$idPcKm&HpbzFHnLwPK*8tnJ&|<
zu}rSi@?rv?CR^Tg<+(7&)#_eLJd9emj(OmY%ijvni>BA`wq@s1Imtz`u^a`JB(U+O
zUX<M0V6DV?!8o%Jj}PI)7*u!I)veFH9L}rRFIHH#r*Qn>!}x0YmsdXcJ9z)qi_$r#
zP~PMbiQ+5@sl%%m;7gn+tPgxeQ-Z;Q@;R6n0Yb;%nCPUQU22Jkk&t*@&x^Zkg%h9l
zi`7Z0iobMM%LBAXXMm{{qV*vLRUY^R+#XnQd>C2%v$tP5=rXvp)_$Sp6!DGCML(wO
z5^(!%7|x=?EZ!W6#}n~kOk0`$`@QLR2aNsUv`3ni+%5JFg{cuqT<sh?7)EX3!=O#T
zck8sjwfCndl0m~OO08>z#LT^TIuswqW2-KDs@)j?uU=G3;`L)zHgp4zMWtjFeW%8~
z*EyIZ1_!|n?hwdc9dC9<0pP>9am_`2dY=!eM#irk8^89?KXrzj95pKI5<e=fn$r%u
z`&DyPddTFmuZB&8l2VqOddnTZK^_KsIB<G9&5qyrIRA^>K4~PHi%@G*{dJZ4_KLC}
zzolE(N_|@dEiP`uG<N*<>U(!jtOM2C{m!5HjnV_wVoBnhv>x^N+9kDiev@u=9dY4u
z<CV^i#8#oi%8}kZ%~uO6<BP1{7SG&{(P+K=y2xlqt)4{8Spw6HZ+|=---Cxy*y*#0
znKKT<9a&F&&?fQXR)feei2Z7O7*{VlaA53^6uA7j`yb!k(YZGzsBuVAcl|Zs&4oXw
z8;d{x^t7b=+M)c0qbx8tp>@8jxkIil2{PoJ+MP(;!a0;6Po?8^^63}D!D4(E7xsJp
zg2%GIf>6BOsYc)T8xK<2xE%X$YFR}-o@5Wwr>@->IkSO`HR^a6d^!-mGFPKzZX_J!
zBE684$7=iOkY@}Z#?xv0mtL{x6*!AN<kIe;n|=&fU4+cd(@>M~VLbBd;f2kAggi=J
zLWxh+>aY`Qvp`fHI!ZJl1czaUoSg%m#SwsH3ADrP`PJMfT6A@qz6mPaJa|CUJ0~1j
z#1%D@V}@i;aK&_5z5UuDZL(`;(yol_>>UY9y^sPq20Y$nz;kXYX;pgrGPuRM?&b%k
z?0p23a*gONv1ka>$)4s;A0?w3Kst0!s>)2|NRZJGrqgBJokvOsBDfEiFZun=)W*Ok
z8{QZVVWM7IeNde7E}cy4vE#tyJNLnSc*SvLH)J()I*-#TG%Zk*Ql+<3(TWa-2PlSP
z6J)MI80?NNe(wC9S%+~tD0Fo#>S_|{Dt3<6*g5cFygKRB3q#1rvgp7+rvoD@_q(&U
zQP;2-GF5eZN8_*qS*MA*xjGFkC|`Tks@*o>2&`>ba#u3XidYrvR9|Wl1Td>CM<mj<
zSgcIt;96p2?`s(j^?;+CrQtd+pLHd!RL+oE>{Nx(5T+wjcjr;LtBogr?Rb2<clrY6
zK#A#eFh)a|&R7~RhEX||%98|em2Yvog&+0bhEXW?pn{2nMK)nOb<|Jk#^=AR`SX(-
zhNE2&6TF5<BJ!cfiEt3{u$?!c^`Vz{4!m^iB&UU(@j2eSKjGzC;$iIBwDg&4UWp%M
z+%l)~jPd*WfcDvWey1S~K8%m9`KbHFNb}Q(JqxmcM$Mg^v|94yKICeX?yL?@vCcT}
z?npGw*So#s@EP5DK+V~Vh|!QVA#W;NTklu4;g1el^yThf(v49&jD#uUzXMD*v83>`
zoojoo?$c!$WR398J>@bJGPU>LdU(TAW4?2$G7pQjGtfKAN%>Hx?wM_jD1FMAK>dL9
zxX$xTaTq;S%b|CRO7;)ff_$RMvjbm6{ObCUi-s`8wFK*c5ziz*W%M#GdC%B(bioF|
zWOj_v5a!7^325cV-0<-HX3;$mN-(YV;ozoGc=<Qm<6|_0=_Cts2e!%dJ+SAw?5v00
zy>~x`RM~4RXQd|H7>6L-;M8?nLu-Qpu1V5<z@<x7SH}Nbx9vgU={N`akJ%hrCmJ6F
zk2-F*JFCTu?*8%P0p~!>{)0W<8qj0WDNt~G+1q2#P-UDIs2g+rEq8XiZw(}*Iicw}
z&8pg>AKLEijs=lP2w*n%#l$DmuKoOkfEs?CJzgn8NTl)F+tWX5vN7Ay&oi(x_3TV;
z@h)$IT=Rg-<?xhKn%%wkBu7QD{#HQN%qc=$7icU>E6aR$R)>Ifq9kz^s+3$P*n4-6
z4iDFMxNz3f?j!s(a;RHEt1NqU<($}OG$c^$MAq@hgS%P-rv1LV?_@~(vF-EIAN+b9
zn0YlUq9m+Al4obZ&gcpMC-kDFK~|v)FmI+gD|EKVhUe~vn*BYd-i(F{aNIWT=o|9G
zd^~ghjr+ex^=2s<<*2wl-H=xvfyb1&q2xgW$ko>I`mqC+FP`eO1-com4pMGT+f8m!
zlJVIk5GWygY6D%dYT{<!ar!BFzcO&x!G|5h1x82RsIFSn>6>&^?(%CYe{0$DPp9Ky
z3R~%QaSyWO`yIWd{WWL(nF5^2iLz@J%V<c*A7iT@=eJ9gH|&p+?3>^J=1<+eCZi$D
z$AQmi@_Cq5sgNs$oC<GNehT#6GNoWNg#86#*M-AL9@|XYTk1uFseYmau7r6!Y)VC&
z!B!p}I@c#jV4f*WDU60nISET?Gd4`e!Ur1$oG^vR-E5J`1JilAI}ckjXi8%=R9a6g
zt+_hPC0c>X^Atl7a_U7>jQYv;tnPGF@<l8L;uXrk*HRwFtbcCnEmZ_;sLWv%530#V
z1V%$uzzfEr4Tj)_2!ji&RU~)BLUoGdqEYD8Y?Ph5y8q%|--Q+T?LFHr`0UC9z%kn>
zV>F2Q3Qnpq1`+a!nFd^Q6$<h#bv0YJw-;X%>2>f+^Exo5)?~RR>4??>ACyd$=&>ZR
z37mk%Er18eI|J7<_^=PxLh|eNtH0bjwYa@7?!ysI%#9~XZ-6sTzW(|1w%<}5O*cNS
z)#u}vvcJMLk06i3*~(-|?pP*TQmE}C>nou1Ow>sI)d~d|9*GPbga;&s9GyAzT+auj
z!LAQR(FbuubH|PM(38Vaez+2o;N}p0os6L#Y90D$qK?ZLI(UqSp4gW!s}X$+(I;dK
z9W!inR<7q0T@mBxlemoR!RUZ++EhnB!J!|XJ$SgD-o?@+qL0tc7(Mb-&j(Zomqe$~
z2X(VYpY0*n@iWy$K7OQ!Tqpl&L>`wjI@`;>j+=ZBJ*N7OEuKQ6uXElI548?`I#Jh!
z)TkbEU0sWaJPydcZA&f$m+UVf`ntIp*&cY}#zl@Xep31C<c{!A>zD}>bzJVb**az*
z*2vYar7rsH+`<17-y-_Dxw)e}<hq6}C-S&4nOVa;^t#H<a_Glp!|v+;YS=kMUw1;T
zmz>~Bj1~1B{;d%%;YWhC5mzNeo0jCw2tj5$yfy%mF+no)Z~-1}aZH;$Mh5N-Id}e1
z3|Yc-ZbH*}m2}5C38_zAXRR7M3Q{Bg^z|D>*PgLcTumY9#m26k<h}zYu*QdR^Ft5c
z{#F*ycR6_8$N@kP{0Z_VXpQ@UIR|!}2p4HFA+M-%>X0RO;Nu0dgkQ1wk-tt!hU|my
zPCDz&x);6=<B;tHa?G(*AlUGcO}CS#n~uYV^0PfSXu9$Cz<A<vL>zEwS1J`Ng%4xY
zT{DkcmIS5V*7f-<!{)s&CdIy5#apHLEk2BceUsM?ybrtw51#z}#mgFCcqVgIslGr-
z-1(|m4JY=Qr(IMLCrq2dnx!Y;NV=5(6IV}*(|&e1`?PlRw*Kt2xQG><2@^-p#7FHv
z|Kqd)LLk>bGe?ugj?RR*Lx?!^PTiP8STm<$G^7zu+r*1zk!|zBdy`f?z74K*==joO
zUww4+2S-6a#`cgJ7mJ?o9eOwZBQI_qe*I9mSEOyp@sBqT{s?W!+#56jP)D*<c3dab
zeg2J=bGi%!n6D#+m21X<*PeM1<%|zJtv_74W9F9~VZGiGY5;ASf#v`oc1-q5&h2+F
z4hv^&I+%cHA|8&#eFONWBYuMqCxG>$t1kT|>G-4RYTsuSlHkLjMcfZnKRq2>bYj4|
z%s+vVoeCz5r8$qczkCbqYOySyqrV;X>E%Nqf@gj>q3?<LV**xJoQS#e=#fABrCXc#
zczAXFfHg#t;2AXObj&|)?}*>#{t5{u?o2!7`E>)Fz9ufgwnKK}fj@DY*{<FfYT1Nm
zmF$%HF=(jGe-!ge<RRW{yDYwzco^4AduiEg3)Vqo(LKXwjC<`RF<%tw-52KG)(3)T
zmrlL;Ys>tH*WCuUW!W#*EMe$eB+X77xcT_bPX>$&YbX3!yZw5nS`MUJ?RMWZwe7s`
zcY*^wSnI0!yY_+FnZgI*!elg5E!d2$Wwnm;^=w+1D#NJhevF1NM?jSz-&|<A84eXv
zjwg@lps`ZDXbMn2(G@OKKy6&YrVcHRlvRf>)yH#ig)Na8jlvgsfMoniyemXZ-Fs-f
zzS#Kc+<xFahCX!;^a>NVy{&FS=&mlP92E8?j3))Gwvxo@aq^rNWR0jSZq{(y;bdxS
z6C*FIjz}Nxio4joD&vc*Ph1K2<29Rk#v9}CiaDvmCSK_v9`@v>E$l#z`ElW8(T)M@
zYOxG458(DVK8#-zK3J671Ym-ld%kz}$j3F={e45@S{e()6;JXKocKfQ(J(}SOXKZb
z$5)-#d_chX!0NGSYzS|#?JjHUY~pu4b7Rk(M@|VC8#>kcYeAPhHI};M?cPtCTB~B}
z`kdr|addviUe~Ye6aaCHI~}S}Hg<?WbL^J*Fr-TmqN{c#PN>&w!$e1xC>t3g5N|$$
z`wRFm>II&=p~e2jgN$dpm2MnxVsF@k=pi_E?NgNe-lI`dr0Ke0_Fbm~ja4cu<&3K*
zHhjHl{(eY|xhy?gxG^AIl4t=;aezd`8n~Sjas+_noZYi`O+A_gUQw&3#B|hx(U4}I
z1i+9$P~}a_QlS+tD=sIu>(wlGz0NztXsCeOKvvOYm=J<DA_$wx=#Hod{8`uG@>tF@
zrUZ<a_r^C`VH&`^Es#y93HUH*#w2GP`_h$_MLm(q(sEepyp(YOBh}a-MZnT6ONzts
z9Lfn0I3uN8-XUF-weAF^dW?(Qu1pOWmp{MpmKN#SSY1Yg5)dv3h;O1(WX@DkGuPP&
zgfM2spdm~Q|5KMcLQH!(o`J|fiQ$7npY1`rwirZ&Q)8uQ4SA3um}eQVbsFnCDo-42
zg&^+Yyjd{JdxS%?N%f+!yy_><i5+C<&^5^PWms{yPRkG!xN29upi5i`a|O&X;o8^n
za3Ne|cA4VGJ?T)N(6>~Hi*Oyl%90KDV!C~w$cv!fmHz(2Xb5uwPCDzCl|nvmD-yx;
zzD_f!fI2%H%SYr}k|CVsvXmI~RLU=4kE|(jy6mWj^Z~-@T$PYpNy)_6>1e$?JP~Ai
zG>UyfMWA4<xyX{cA!vH0f{rwe%V-p)DU3^lU`_;%D5<7$qtnbzy=c(YPc)e%^aW_T
z>IY>$M&HqNIn=wt&@{-5hL9H_a%yl?#45=v*5Z>*QW+aG_>6||f0mr*hKeCf$HzHa
zglLc%4I!st|85GmB3qE;2+}Ns4Q(N8CZs8Z(NH1Hv5>T2juk2}%R>J_0T?g{u}I?~
z(?UU>Rrnv2fLGN;j|+|t6;xPduu=9O7Bv%#N(tg&xSTu-^0(>EtJPFf(VkngWUqA$
z2?d30dgQW}2crp&{a=sFB+I+w<hbFs|Li+za{SJ^)?bdwV{Wwm;p3CrJ`c_Y+f17f
zEk<{fI(#vD!haX}Y8sr5J+531Plfo$H?UEFxSVfnOUD_r7}!2T2E_`^T_HwK1v>O@
zi%s5lmDGUnze5I-;N%pfmn|>CJKbC}BpM#n*rUYo1AdhVcDNKxpvMxcsfRtimPfKh
zRj?@QdcP&6J};+CZ;Glrw;i@(mnXt~D&T}G$14*%;vkC;d)ETu;uH!A1X;Cil%+aD
zj5Goe+$pzh55V9!8HXYFEQQe!rZ~cLksnj;kHc=G%BNpd-Gy*4D9Z~gQv>`$I9cpk
zHAnbKOyYz9#T~H8aPM(mKHSn)0qKI=yVX+g5CN%Ps;mo<MR%3dPeemix<RyP4xD7e
z4(%B$KWx!;)1iwY*h0N%jH>#HXb89o^q6P^0gSrB(B%}$6@#xqXEcP~2GLUy-JUry
zd}i)7_>6||o&N6bPIPV6B~KrCJu)lJu@B<HgSrK?@zOm<+o=0VWlzwwx~$>`b&tpQ
zPOA^bD#nX@06eoWHi4+J=F9fZz;1yLnp@BdRSX%mZu6_K!~_+-@?LZQsEj07wy--5
ziPH(<zTeuK%8&|6lEY4AwqRxAu>X2gj4(4c^}o1DQX?pLq^wIv>f(%s>f-EZx+h`E
zlp6hS-v7`oPh&7ByL^$+5M~#YPcL|Q_@v-4^`cQG^%LF1?O@^@zrL6?9%D7_jmXLW
zNf(etmMtCS{X!7Pc>PIlZaU?P07#eZUNah$1Z~k;*;4zQ7M2rk2%S0*$m~4wg(iT>
zd{K;sFa-|dlf3zp|N3Rh)1%=GB<GXSASUe$TRDC{WiNrfY^gq&nS}AlXb4l!r^-fZ
zpH|W)p=30ONjuWkd44|S#uViER&hQWJ{b*R>iLwt5L^tkm-fuhIQwU)J8O4FgP61z
zZjJWyN%fLP`F7~!$!G{u&nKOcIB;&=I}3K!(zQFIK}_0%w{rb_sx=V>U1{XWXbAIv
z@Y#HKS^D1p`$H#B;#1KeCT;v%WBh!|uz855l#TnYPM(a0F!g-OsUX~Bt2Prf?apWr
zlL8K`v3@@3gsVyorI9D2Axu4=<ZM@4Ga5b_4PsKDgEh|2r?d}{h|$bC>-g~7Kj`Gi
zXb4l!C+YM3fiFUv&#J4_Pey~76klPD_wy---JR)%N{y(IC!--uJ)hL3YO7NtPey~7
z6xd-+@bgJ+s-jdid@>rs{2zP{to-Wb3$8w@>qo?=qCw1QIKjY>A#0+aPueV2MpDBk
zqajQ^pETo;Q$el$WHgAGPkc`D^C{z64?<M(X;(ivWEt+)vGIt}5T>3_l2zs6KR)a_
zN^3tE4Pq7&pOgK3QoYoGtKpN;5T>3_>LYTAifOmlc*JNBb2{-k#m}d7VM9V_WhgX!
zG8)3v^Qnel+k30!lhGh11r1r}`}w3WQ}v;SPewzSdOp?q*^u|MYW0)RAm#-m&#8Vs
z&+oYW*|^(J4A?VqJnzHwlhF{So=?)frJXLSx}gc)DaqQM(I6&8Nm)TZpR!(GK?2?N
znLCyiVH#D&C!--uJ)cU2jM~pE&n&BeEep;kqd`oH&$6cJ`Fu0oPAvRR^?bT$2vg4|
z^$~dn1M`nCc`_Qrq_{9E&(9~(%Tq_O=XHvPF#iXia)9_XCZCE1F)1F+%J=iB%sV-c
zH0{o42vg4|*|8Y%WHg9LfpAuVpHHdJaF9Sw-uCI*ozW2H|KPJ%#vNZB>ifG+p2Vl3
zK}-t3vkLuuDsx2JkQ#Y18p71`NqwYUgON=pf2M7BMuV6X_-BRud|q<(AHOy_4kG1Z
ztT!1AVe0uLoxge43+vvxy``?dGaAJF4)#uDp54@(;tInI>kkGnSCvM#jE3+>U?Je=
zM6ZSuA0*Eo!I3)kg5F`l&jq-%xB*;);LeIcPxyG^Fq#NiQ-&5poIVt?2S){b*zx>F
z(v6-E#=X*U%4!i5A_~D9AFQY>BnCYdg8R<VdQwOp?~Gh`*1(l0*bp~M*3UWj>|>7X
zNYO2Ib>_x+diI(@)8@lwhV?Bpk4MsshJ@e<%`Id(0XzyZ7Jv0Txb1upvUP_Ht>1(V
zfe$;W3`BP|K2&nzp=-~_n1XZQ2h%yW>Goa9iOz0_ygAglcjBrkMD857bUWh7D`|{9
zqoK96ET9gfI^Iw@Q-e%qbsPR(cTnjn5q~0@K;NatAGqF{doqN#%$}Wl$(|(bK?z2K
zg8Ck{T{z7f<-&GkXs89b+Tf1FS+H5<Q5?ziohsn%PMu+8G*rT9)W@_jmI-&>!0D0d
z3z)A8m|uMXE*dI8T)5I$7BD)5DKRy5V4eQ&8U`UHk%1U)sVofTm<2QR*XY5Pge+vO
zj(znL(GdIY<YbN-l7mdWpwYo(EtUvM6-LUPcTADluI#ArDGT2B1FcFuG8Gdx;KL|8
zJmrdQY0m|W?;n{s=b@)xLqjaXyJFBNp3T9iI_zAo90=VJLpIN5N6-OD@9qqYUg3+J
zxzTu`l^#u09x&U*q@6M`8ba0gpR3nR+<HYRWclmWf6ttE+Gt(1j0Q0OS4KXoa5`jV
zof5+CRE8NB3s4AhbP;VJ8zSMa;vYY|6f$QdJaBFIA5y?3fx+=LTwE-Atls@Fc3V5p
zhP8wOJR+;H)fbp}<*zj~9x+`!JkY4mZ)Xnwzks1$s;mca_Tc7I{X{gxr?`13DZ|7q
z)q)~lj#$a=>VKXHSg@;aVLFQM<ep}ecSeKk&P9n{?lhZgM^*MWmpQ`zDKZ;~7<apW
z3V!fmcS{#N;g3W7I&r>cqkUiXqOn)%C)(a6%nX2wHXKq}9xBVs9uKF1;asCfE2z5a
zMFX#Xq8M<3Pe!>&P1bGW$+gO-BJN3u&@plD?l0MgbR^2(0g5lk7vVIiNr4!SU}F!i
zND6AA%xQ|OIy|xW4k&Fjxw^ZRnA9{?XEcO;B1#s<OG{j`sK32Q>P8L5OHunC(Aywo
zJtTF83%<Ok87Qvduf-od`SEFwfze(e`khNL84a=Sw1RsdP-a_!+3kp%KK|f{ftYL`
zkkJt4AE3O^hGR#MtWMf;!Q~0FV@?A`L-5^D+Np4d65Q~qmo;mtf7F^AG5W0t)D1d^
z6TB}mJwe|qrI=&T5YMQ+*275e-V>MSI^p7^pU<7U?aj+j%=h@4POirx7la&ceoD8N
z0DqpXa=A8wON=%w{p5u|FMdo+4pD8))6i01ibJ@&b>;LFAb-2*@YWA5#A5BLbi_W4
z5Bt=Oi-xKqXgUFn2UCU%{g`gF-|}YjNuMtQOlD3Q4PqWa7S9B`5lzr(H|>ix>DJJ=
z2(??8VC)jsqkeHQdR2zm6${GrkAx~p$571SNQ*p~B8dYt*^Hj>9eOTnSPEDLuVi;G
zJ{{!3dM7Ox6b)fw?n-N_<arae4L<BGD$m89Bap^zN7>ZY7PWaPKt@wAN$2#6;$pNY
zp6^)KQQuvU-_<X|_$4bcr_%Eg8~2n9#gyf4Fb5j)xoT!VS4>NV%*VRw>*%5y3XFQ|
z?izXN%+o-IYy9obXh??n$aoxF!G+h-icJfA*!$3rstswl+($7z4?jo}dH6$cg3%k6
z!pyk!q@NW@;;Nnk{vi&4lM5q|tO_n~Ei3m1j<FU~pS1!-k0!up!t}cvnUzG9o{oZi
z3OREtBV%48NJc}L<%sziFyq0b*tJd1o_YOWhcSuN`F>?&G=zz=ww{rEI;&l&gfIzE
z-l?kUq`cBuUs=!j8$#Lwh!0YomWstrU_Id%4=u;k*i*$Z84Y1#2eH=bF(IT=%5^0y
z1E2NtDKT9%gn1KSMw9Xi3xh>)@2{AyIZ`6`s+#mrYsR1<=vxuG1wvPZtx%x}0lcuz
zcgk_PAF(HwW_S%&^;J+bRE{_;kc4)Fs*r(}3?G_KsGyxH$X0ZDsCc7Pud^ao^7+v3
zJUUCUr)Hb6S!op?>(=IshHA6|8(Itu?!G0Z1ksV|h3v`cI32R@io-4p&FJpLik?2C
zg4SXaC5zV23&Z8$I9qqlEZ_FsDfg$m)Hz_J2DfZ)W1>~uAT=un4Pj%3dkFr83&e_p
z1x0x#&M6(46Hm`|>)fy1dyk4yS6Jv&tW3NzMKQjhlAJNXEiM&9YW&delGlr)P=aml
z#9Y97+}}qSJ>erq)+_#gM}7a+$KpokV-2_oVKjvK5K5;ZBz}R$$`D;c8=3E!4YC<5
zn=ukRYJ~NYpJf@c0-3>bJ{-7q_p;%@@+Q9+7!6@g#fA~40z##wv(9l0%g^3Ur&Hca
z+9v9l^|CA`20axM!eZ(LgT>_#_Z;s^&?r>~0x49-!HJp^liZobBnR{1z(7HH4>%5n
zH+Wg5Q6vJCyP<W!hutAuki^Ag<RW=UURh`a^$f>gu{q4&o&F0Aw-CEQQF(bOCY9v(
zlE~Q_T*E83HJ=CL!KMI=hByx+dgBpe#^i`Q6mzUdL8uG_;IU84o@pw;XsC#bv4|E}
z1e}u1t0*oPCFumkF#b_F=mUv1!E#31<45&nz&I@n!vT=>6!jC)P+eN#x{29Zn(Wnm
zB=lbXlzxusbCiJ55N0#<B&2}k=Tzz#{&(6l2*FcPC^@j3Gdp4xW*OebCEZXj8iA;v
zDER>~e+lBZ^Wl#-%Zu!`hLlppB_3sxR;~ulGtnF7V|mAG%FD6Lh&8yv7xymbB%Y-S
zYi&kDm0JOYS#|s~Od5=)4@!72`+1yUGE7E8n3%jE+7v4Q=E5vMj*oq-cfdlL36+Xj
z3R84VRTvFbr5~2kYH&WJV$Ulm&oB*GLsVBECS*-XjD|{jUDOAK7P}NSH`A2DXsDDZ
zmeO2E?Y}JMAQYo)h%;f)bPId>)DZ_De2@#3USLQQy#nunlaPESw?It+7dY!$T=`k+
z`~$vZVSBovHq13638NwDorFAK_w@93H7L18C$=tPG=$k#i%H%?6#%PQ7cm;b#O15?
zyua?h%ou;e=I@WD8wIT&eDC;Ot{G-A&_|PS{4G<{Os7TIXH?8*AmV5f)j3dgb={nG
zE{(!68Y*K7vX)#OwzNU8j8iWfZ1oe-5VoUI?rAc)+m(T%NxmZ!Mnjk=N^7@Y^vX4E
z%r2U6{W=uA@-&ERuQtlbpo7oo2|tALNI`kz>V(ZI`;P=tj^JW?F*FjHVTNK&m1;V@
zxC+Z?I5s>Z9GM-~RYB@P4ZQZkOl&~;??ZR3yG@yXX~e>4NanvH%Spra>MbSivOpSW
zMnlkjfK$kPk_Y>5)!;L>H292$@QV;XIRiX#I#DyeG}w%Wu+b?Vtq*$+_6plAa0;GK
zFB)X^lkF?o<=E~?iGbX2IHWME)WgeR6poCj7Y)4niD-!N@!*}0CQUCd#p~1jJ94tV
zYn4g)`#}Uk{hq?efWiI|V&b3kCa)fo0QWHcHFWHQQ%`le|8>ywh2ygn=Ei0S^FcUP
zfPF?az}VGj6Y!VXpTV-pFky~T>Ct+*1l{Xoqp7k!^IIB5LuDXq*5^p?ZdeM`y{)X}
zW$)C3b%3&D&bq-}2S%^(Wj#B=nD4>=@UN#nT6bPj!04Uz+UV%px5LbnZE7$Yz&v__
z|6aaONuF6eB`8iL%BvQICz_SWrevBD84cDVA5G0SxR|%oj*74~d>HFjHf*}%6S(9|
z`cN><Yj2>2){Q|!n1as&q<2eRMa>&YpS-m4-8H>*b8<#Qm_n;q-RUgw%@bEGyzRrY
zb<$=ui1`y%TVw)a(;+!Fg5yKIR9Qa)wMVnnPeenQV{!2##``Q-q{BT!9vQHSt)|~I
z8p6g197skB``OCr>dgh9_M?odC6#+l9a%@{wy5bo@g;b9%0jkJ)!S3qmsBQxX?^4G
zMe2OJaq_^kdt^QaTU5}Cuq3lTJfiXW(4D>a4YDt&gcYcUY`rd%pFkR;OYWJuchHD>
zP6<7MUR)VRt`>KHW#6fC%ofO5ij*FnjIHnrPkNyt=X_z)b+yOdaviABw|-;8Xb2pu
zZGGn#6D2U5Hevb3gHx{u%)@?6Mnjl*u_7=GLu<i|U;!o<^XL-wX}R_A7I;Y*!;FT&
zmmoMea}gHr-tz_s$Uy|$Xxm1wS$xGi(63bcZp826Pz605f_*>*Ekns%1OuXnd76OA
zMZo*OyuC;53?Gb!Fds$C5B-xQ87{I>jeM{8QXKR=bGk@t9|^b5jTFoXm1k!65Y=y=
zSKhwYoL=}}@BTyk^cv8w_po8TyonDOHt~W2v3~Zqyv#KSd*LtKw0yvt?@^mr{TK~l
z=AoM`DOi>_JtXwiBRaLBGR{m-OKlOE570mPm5R|2w8#$el@whDu3GV7JJCFIR(s3Y
zS^dgMnk(`M%&3?%p!d^y)6W7UCl(UWMAn1BA2*WSBLw?Iv+>Pn6s*-9Va3V<l1XwO
ztlAfJZ4fe-5TjAxW)}o+A}*2>7gdJKgT<k+QJpJG`SGdS)JCJ#AXpX(7eb4Qtz1w4
zp^mD)q>|5plDT=LyNy(=2bDCJ%&FTfGJ3+FgEea)YE~2}E63~BHI1@P-D$H?Y<de*
z?{MZWNj8v+o=UnNOKMmKVFZPt{0gHOA{uq=?^&2JM}&lT(GdJ&D5&fFhGyI!wI;0?
z7auUbJ@fG5?(G*imh5g6l%RLB&*%yN8N_FXOuAj)P)27b7&2z!84Y2+iXw?at?<ZP
zo^FP1opo<FN}Bw~GKXoAk3L1}QKX_AVwpT@#6F~wzQU3cg7!D@mXpnn%&cOQR0*?k
zM3bNloyN*(3iybX>Z%c92Yyu_zOpxO<6IFGa#tU&uu}dc;twlk)q{XQk059hYFpcl
z>wiH(fYA}k_pRU!1Sd=JPG{I>RE$V8Qr};UIv8!pYXlpDN&Ulb&lnA1K838L21DTj
zi0h`_?KW(*CX*8gOo5n)Jh&B)(GWhyM?=0Wxcbh7kd#ocM248S3sB;uumw#4jD`x>
zhy^rs3V?W8Z)zIV#MEpWct%6;A{mJb9?guWmFZKJH>b*~?H3QDA$Zg`D_J(FSb5;X
z-UX>2Fc$9a{o?+cu}PW8<*XNMgFJ)@`C{x=--H7rKJ27^a28DF1o&F4@ks%#6u&0P
zUIFnV58Qh%+#d%Dt1vqvCO(`yAQTN%1+S@!CaB)V8yL<RnjM#XcuvxCz-6XUHn59^
zaO<L}!wpanyI(}GE9r>cu73;~!o(5H`qMw}kqKl!hpgz0cfI<4ec)4dSaAhcBY(3p
zdcwzPzV*EyUoOY@ryKLHxWDv=c{rnHa$q!sc^n$ShUk2ROOC>@lkC5tg<XrHS)VZ)
zf_H{qchgZq)`j~oIX~;}%XBO=8p3o&DL1CNz211?>t7CBcE~kA;D}<y`NhoW3BL@)
zEH@u>tC0yEqf;*$nW&!(^+NcMU^AWpdhO})auoN>H`!#2(Gcbu<T+(jq}=8><Q+Zb
zhpvgLhG9lS;7=lWQf63~Tkzg#_^v7RGeXw3>ll2~<&lDjZU$6Sxx9e*Eo}TTR$jPl
zddM1v!x99Ud+H$vn;JNMh3P{db+p;ouvr2}u}UCtBvgo@)o|UCcZJG?{Er%9BbL%I
z6WGUM%0sYC?QQ28@4Aahye)*4SpptNaG^T7p9`)5Z#Dj%uy$fOjfUoh!;$h_n6Hes
zXaDZ*ECn@J1w71!`9U?^!9_zF`yQ5%=9Dl(#r-)$&cCZdR1~0ARnYISDZH-Qf7jG_
zn<U-~Rfxi`C>sfR+CA#}@6h)ndNP8Ji9|+5d|g3e*R;zWLhQzPTCh9>Cy@%|uyQO7
zQZ;^NIUR+Ip&nZ_?}@E9{2z=e%+JhdP-T8Wf5j@Cj4+>@3dE!s%PQ+@|1_A<5T-bP
z#O?)^&MBBcl@@hMT=Q!mF(D8<e2-3!MB$SJ&%b9b%s!$*@FVL)|Ex>Jj~TzzTX)`z
z(=ptGG0tcRQ$&xkgHy80)L?5?3K(Z{DY7T#pxf0O&{Jcj6X1B54no=RRF(#t`HwZm
zgwc>No=F7kMgqH9?%CJ>s01;&>;wwv>Ed$o3P}Pk>9FP2Cl_9%(`QD5TpvY!7Pnh6
zeP$^Fab+v$@$d)_#$fb>e=VvVTl<q!Pzq$baE%E3FF}fu-o3<Q^n@=GZYQEwwOHD|
zVOT4C7!ySLNALy6J$1;6r7B&8Q@sUH67-!I^i&9*Wsk;{R+M=ccXAa3_bN#r5u_lp
zrF7^KXryS|^bnXccQx1ts)R#$fC!iVWkpyG^shVaLp3urRF+OvjO7T|T?#3g8s=5o
zi6i-^_-DAXM{S1NJX?j%J~Hn;u}~9jQHo-kCl@~sJA6b`_)m*%VVOkOfP-`HQ~K;H
zRdvg0jCfaL$n1Tv99lPR-K74L{(^zMx8&SuFh)a|2{^c<4yl+9)3{J!Zbd%MvOK+p
zR>kT?(-YNC<ftKhrx&;<BeWz_>ASF@gxzs0yt|<oJ>hqSs#@Lr#+rJ;j!m_*pPbnf
zdU{`fYcd+bJb?De4nh}WhhE9<{3_#{8+&&H>@I$6*@mz|{?}E3%7(4G2CS3(B(&+P
zGSE`-PRDkOj8@*%g?N=14PkB-V?{6=nhma<>h=u5r64sMu9#Fh<jn76XK~RG`2Aq%
zU=yh{Qu=qnnKY^g$F5?XDjV48T5o)u|3z*exFhu2p#!=VJ=s+Z`JyXg<5{OkX~&>f
z%$x7wK-bW|ZbCWw+=7=j5pLUFHDu}qAD@nCNA3RQ$cE7<cxw(!ZXhlO?3-p7RjxXF
zGW7SaEy0?aO>uIQDu&T&@M}E35RyEI6F4@A%55LWpx9-`fynib&eIK|j0VJUw4FZq
zK-_mKat`4AGSL)!OIrkod+ZRiiyAw`Xs{gyf-;B`v(ZL2xM+%FT>?(=qG_%P4KIMk
z8}*{8g8IpJ;Vl(|jHtpoETF-VNJY3X&#L6;tnwOkMneL^AdP6tEQrfD!RDdcV^#?6
z9f*W^K{Z|~iE3=cYNQM;!WpYP1K?@qe+OQPwP;{BGsK>Q|ILFg>tBNzw_qIyr)cX@
z5!D8nVUkz1W!1m|BFYlS7+S+()hbuT!K!#Tw!WsUe<wA(k3QO3+%5K>mnAZ4bQo@0
zW#zK3;G#LR4D=1I0;z!eKqBE|UO$mIs7)4R@hHwKfQ&n!+L*9FmVeAk8;N6Wdnm08
zTw=0}A#kl>ZV38S9waZSwm_HTMbmX<6T4`r>%N0(c><{-`V}oRFI+y(j1>Pj0u^^V
zb+;XuR4}$7c<TIK!D{PU10Sd88koK;+I(!dFa&PLy!_&j7z2-aF}P-k9%ok)4|VnH
zn**mFp;4<X%GEmms0D*K3vc5o3JoM2rvMvVZD}=?pGc3^%2V1%5ol0tNj0t43KXI3
zqR@b|u}&j2Mnh^3!#c!E*wy%t`to#Ks2wN4?H-NJRXBTDI4-Za!n;!XcShL4RY&7d
zkuV%#3YVi=A9IP}b??!p*?8p$IJ^HNk%_D`EubEQbBAVTj*P%rUYKu{YbwJgBbw%C
zG}Qe1>8U(){!zNIaaFw*dq31BlVvoB`8&)UEV24zJ|0p*<tC`IegkTc!-CNeCf=(I
ztI3>5u~|@wX2dfgVZKg{3>Xbz--`V!IfxP35cE?RDFAFI>O!60G1P7)uChfv<B+Gu
z!O$GA*Wx?yj)Gmo2!|M-Q?aN=YOmKh)h*fFruKR<m+g4D4vRrUn8=bf0qNa~FIk1J
z(v1_+SAY8AAk1COM9*jlvnf~z>j{vN2UCV`ZgKO;c0w49!Zcf<=+Yo=E^L;Yb5*D-
z6d)3<;Dd6u8*)qZpm3+5+|ASR<Hki|^CUPu1S!Sj!V}~k<8vyz6Mo*r{#>S+vcHd)
zLDo2lckb6-lyv(|nP0|{vrVjZt^Tr2L{PS#p2|aZtx2*?9RBD`mApL;aw~&c)dMM;
z+mPN){~3dx@Kdoqi9=!YEw8-Ksh&oX{iz1WLxp~el{s6wDo=|M|LvW_Gyj~WTe>nD
zWcE+2*LLh{^`y}}HmoA7xddg98Wf|+aB;U7jQPh9zYVgTf>#h$lvKcU(08U=+E?&Y
zsTYm?Q9lt4$wY61dzN4F+}Z#4UAi&3X}4E)7ZmB_%xD1fXa~KEU}i<6)G|xVk`SgQ
zd<6aK=lDDI4`y)w^FP%K80rO;G9Oe|2BQdFaC;OL8PQ{%eDrQZlz-~jUR_pz7bx?&
zSq+oEZK10Zqlr<cd@-L?b<)dGdMJ0Out>}x$@bqE4c4O;NXHTvg4<)6;|P<U+IQ2P
z3qP$tKm$D<XhuVrB27Soy>|B~sT>+>ka<Gzs;|F1`~=x93oglMa&rE8I+-&X<h3@|
zUyn(3Yj6B$mOhoC!(=qrj;;K<DYX(cG6RPhW^Gu@{N2{8i`<K>h^awLP*YZ6SrG#w
z25_^(F{{!-!ZF>G2X{QU^Nd}>42w|)hbU{JH1jd&QBtBTy`*HIGW6n=YX-FZ?ZZhr
zNiiD4j7R=I#zk<0!G(oZF&w&5Ii!VM#s_5(pcjqZ(WV<fbQArP(PTsiXZA=aK%<Kf
zDsT3K&~MlPucmTzhMG9vq-{-#$ojR*-R-^{HBu)HMuU3O+OIb-ABIU+o`sr&<8QQ4
zW^r-I$Scl*<#SPW-nKhc;Ktw2XgmY0-y*0DERtji<3phtg?Y!)btuYs8XKHhWOb;<
zbGk;*3l~sYuo#yHFoh}%mSD|2(`oiGHjnsNn15#0*fIglzn~W?XPbY=3^IDcN9L@E
zobx#9D(PQIH;lenefr;z8NQiHF&e^b5U&%EO6TR=>a6N0a<4aZ2?!d^BOdlC6@>|=
zRn&!3U8e1Dhq<&5F=z-A*|BE&MMAw(?K){h!e|K7K%HSLE#gy6|A<egDHsi5Hb-4g
z1+VgS^e)bp%I>iYtl4p+Td0Y{k9(HD=&7vRaVecR)b7ikLMYf>y=VlZe)8n2MMg|9
z$4?mpOEWFF9Ghy8$wYwPiS`E0uVjtXg3IdGU@|DcPlP6orWKlED;W>3VE^{6c4?KY
zUNoXnKY2DlL;*dpfX2e35UN%{q#o);Q-u1-WBf%CS*{|g6_fPy)YKw72FX3Y>^$h9
z&$ga<B;EMs+J|~vxvGP1d|@=Gjkxd<>9oNQAntfaFEggv5#ty>49YnqSG6BF3%0(Z
z$uOrRM3tfMHdtO+8Uj-j<6|mRT*uBVv6_uI(-Nz*G&N2aW>X_D)?&*Mx2dguesXPd
zi3Mj*F%Q7wKBak;#SvfdCRrb~&#KwEWi+aKuElJ;g<F&2VP`6XP?@Z~i;JiB!pq)R
z;#6r6pLZ^6REH)VV@pjU@9Fp?9V8$^M)5$Vb)?#eI5oytbES}+cA_ip*WYqyxBJ%o
zEcOkBkUmBsC7_V3yxE`_&dQ%+;94fV-*EU>kOkYCB5`BTkbqEmtSY2;D;rJ7r2|eJ
z>-IOOI*@5JuRo<h;G4r(d%@~R)W@c7eS`z*VOu9NaAJlJ+n==)0{(IyZ-4ogU!A%l
zfOV<l$)T5x3<sz>re-uZ_u<WqECN9)87yGbkx8}7?=+h1_v@U?Rg@^K1S~cY9-e_<
za{R95L-(8>Fed(T&%GVr7@?aqFdBtvJ}yR>tjw%o=sxuTtIV3QZUbdB1bj1evS`XM
zJo;~MlzPDF{FHjp7*O?-eXL^*H9$41F69U_T70@@Lxaz!>8u;00fvt@^Ut0uDsbNX
z2dcs&i9UI=(OSbfqd~D;0SY4{syYF%M;atXX+!WLF}4P0G>9pZDT;la`oZ&XgDNYp
z)PqbTxiS|TZW#?BcSH#=Zuj<H_*mza`_hg3hrQNr+#4t8<jiPL&L{fiEHgux;EO_+
zk%-UGFB8dAs$Mh#Qa{-@;%*V@l8k+(2~I8Tq~_usA9hBFAJdH=F5NNn%Z_-{+B9tJ
zI7zRkLD2}zNeIj^)rCk#;_~IwCk{p%z%UsNVOsGz%<{|r@B42$KrD>(g#M|+WHf{+
zLgN^p(vJU-ZY1B=u4q~S!}%DWjD|4BYx$g@;yWjPmRNpiXKmdXjlw*18>$-PQ{I;j
z?g8n3$J@pjpNvLfT4fm3#nNK1fxgO0LZj-Qk~12@?1Z{h2m<hQGdZ0EH_4BeWtV+_
zA`aMW<;G|T6H`f9)BTw0Fq`4rNX#%94PlCuT19?LIk-gAjitT&e|uk-6Lowt8p3=8
zY`SIoF=>`jcv6e?t!~B}%ov}HMq!#F>wulMWfSTEKAf?4+uliE=k<i$1(miX1`T1Z
z7ZbMN;M`HYv-2;|N9WXF{ek`7+<{Z43;Z&mL0eYzd(cxR14cvq?n6vl2EydxgM3!T
znMJKT9tz}u4EllcdGwSfmWqZjKSLR$sk6LzQZ<}c;$0`n6Ze>&|I%iMKktOwUUQ`Z
zbeLc?RDkd*C1c_yxQhg{P<T3oWDL?qgomW<dU6$>>Zt3VpfMW4?h2BQwt}@C<cFDU
zh6^LJ!9j^Pas>-QR=GDETV}<9JVoPfxvH>n;1aPBC7NmgqBIsDg)$ke{kc03nte`8
z;OEv2a+c=^<nE4j=3dq8({$rtr?d?%N})L3DvX9OUq#Hzr1m&dK01*tE$7#uJ%9Np
z=W;C%$$Zq_5igdu%%t^_k>f%V+g!yuRiWH=>P1r(^%LDMMOBHSf+gkVjuZhobG*$@
zbAFXAN7Ek|4MFcfc27rLcQ0O_zNz!cH$4N3qQvzRwk^0GkDoFrF&e_`25`~(z^=w3
z(5gnx+xF{vFQXykO^6K3;<Dm`NNJ_q9zPW=89rz-;-rR#Wr%2$Es7(V#0C0wjIXG)
z_uwn*E*RK6vN@a+x%aBg&<W0KzwGLpS3q~O=P9OGW6k$>Jw{LXBG0Owt4GA@;Za55
zTEvGPL%c`b9I;2N@<nxq!~tU>eM}tYQGr~xSbfS_rCwC+Z$xr-yjR-DxylVa7uRe8
zeFc!?@)CU7#okLh<R`8uCH2WR{G>jl_MZir$I2rhUxzKJdvH6wdZGH`316_AcCI4r
zDLAPm?(j}kWOEQvGzD&}D1yw~Wkq>2(96*gg@F&sdr2=;sw2F37nj{9-~3LaP+Y)R
za=9_&)>rNXjlV;-q*D_{Lzs?)-MvUM53Aa{Ywc`1XnSkGyxp%IjD|3=8LWkVn<x){
z{G4vI>peGoZ&zFpH1T6H8p6bOvKC29r(Sz&KlaJ%Sq%fmbw6Ko*2G;<cM$S3U~|kh
zKxADm2dWtKgx?q%#kv^j-Exr2sRjXK$Dy7pe|xI4=rIESFpkFJh?KkS7(L-*qg#vp
zGEobB<D8o(fAm`j2S7HsG8)1}+hE<|$D{$%%sT7%@Y`^LiqA3_jlz`Pwoagj9yzr9
zz5u3ekY3`X2WMTiqI(7K$(Ejs1~D68Gi(O9Xd)ag=Q~Qw!>VDH(GV~;Y_vWmIN-?A
zu?Oj~q!;K_ofsGmA&b>=Qx!!TiR2bRq99%f@8n$8jD`vkeV)mhmhg|39Ju6}dV_Vc
zW;B4w7tWAy3a?UBiQ~{)@c>FJ0YXP{)8Es?bZ$hwXj(%3WRLT8#Wh;@f&yA4&^@Cm
zfGbjr6+t>$4>;Rn(10@<l#>8oh?59p+6+&RcyO6&XmA+~;R-{H7eXMeKRXvW;na%;
zTK!}@@1GXV1i`YtY2_#cr}m_ivx%;084WgV8^2E^jM>Ca#mqI>s`}Dc#WkIl(V%d|
zroA4MjM33iC-uGWz+_zw7!6|11I4peLx+vlpO7^YPt^NDi=;_{^epN{BX9K+(Garm
z);5Cd36{vvAmTjrr;t~wX~W;YXF>4(F;2u1aL30Vw<NWo27CMx7kZA`eRL-KG)q@6
zI8_t(971oSv%E3rNivTEel!_e?l~3t5cZjgGd1Ts4ex9ZL29IHkBQ%fCvDsU6}lz!
zx{K<GODU7VjqWOb6IKBqbl8ku=$^d{q`?PmjM0nL$-nH;`hZ38cLRc`eQsr0d8kCx
zz9T~8Lzf4TUGv9kPm=vH9<iZne;1qaT`l&Z?~(5Y&}!(e&4r9)Vjs<EH#Vqf_I_BS
z{F8QTjY*dqK;^1oK%+Qz#z%)qMnj^z0cS3&uo>O6E!K=06ToN`rr8`viH3vAA$&N$
z0&j4IJSrY|wYZ?=h6bL|5d0W~Pjlc$<+1`ajl%ppj7AkujS-ji1vmP$i>EAkWGni2
z*vyO304ARe%qc0JQkFMo3a&cfrYsyc?nf<45z`u7zH!!m8i6qytj`lTCFp|&v!OkO
z(!n!pu7PJX1iu!xd!tDiV={EmtYc}Q84W?B2Q%7m7@PttuY@!(kzzQ0=+PwBvo!FG
zhTw($=>($pU`lpiZXm-^(a**jn$ZB}(a!$4fof=osV@kX;wd(<XM%TEMN@JIPZ*~D
zSyO%uM#pEcu|=ZBMgR^Qgk>Rp2~72?m6~hSj8YRN;J#+G6_g+n@)SgjFve@?OOkS$
zuSWX$y1752p^{!l&1xx2%B?8H6rt4>^zW*KsT!iqpddLNf{G2E1v{a5-bT|jHLZ?b
z-6&^d>aM>Aytxpg$e6k@8dSGa{pwZ*J9FJj^9p7__V2PO_Vw*B_cBF9ov<^w0OWHV
zW@~Yd(-{|x@wm7a;T+rv3q3@Ah%L4rwNIRDNy?=%J<?-ST#ec>8iLkKPnspz#b5lx
zk`*UB_Z27@lOCf%%>Fp=iR0PzAtRdRVzU}+lt30|j#I~$V&Y6azEpeHWKJUuMnjy7
z)2pdq6Y<Wp7-pmfx+?e=E4@Y{hg&E+TwDoB*D%Ydr#%^W|ELB7umSAckT?aE^H3UQ
z<OcYM(4ObP><;{LF=$9Cn^0#Nrqn6e?Ncx4n-aCmM0&B4<HlEHL{In*y?eGqJ^=aQ
zcf!ev_~vogeda+S9={@^Cw!5Pr@m~}(GiTx5n7KAo0-+B7OQopR5IYAA!Km_wH=q`
zU{byj^@5VYh&t<Ppj90|20h`Q2@X4vXSy8jN(|$9SZ|hl70=*WU%Une!y^|)qtIP)
zbT666$KU<%2QwBwgnK(D1KWV<%zPP*!n6vpn#achy<5sENsw{T+}E!7A+8NzvY8{J
zQJCgPoSLS{_7mf;cee7cI*f@IPDj%ucr_N5O?5QfGaAKxHS=Cd6Lhd|^4fv-ova(5
z7!6?l&G9LujF*@iiIiw8hNs4I+k#_~*!gTY24Wb8;*AE}clht%g{4n}BuTh)jivAc
zn8^Qbvk3l0(uc-5c=0i~JVO6P5g0!oO_f`1{{_DA@1@y0kNN^+Bh+BH5;BsR>13DV
z^8a@YERK7p!T<=_^C7ud8OQ&3?JLYHTZJfhlO0Bcd8FCIhS6YG7IzF|xKp%2&aj-m
zeS3}1v%+AHJ!Vc06t0V^H5$oi2>mv&nvfm|QY{q2{k^c&FEf|=M`#FDXz=dk{WmQ-
zAVx%F%={|_K5Z-R7LwD_U`ZbMgRCH2KRN@rgbefE%<^(jfaKD0h}xNMH3S^6@fkR0
zzz5w^MbX8?C`Q#pn`7u`nOZ&sA>Bv$bU0J#k%x?_gL|=LQ^J<AElD#0>T2O-pPr$L
z(W@fOj%cNEViqZ`z!e|YmKtlL5MWn<KTf9MfgUv-T#4SzeCdRESsi75SvOH&G{pb8
zh~LWYsug*~u}YFIhZ>yk6E&HDB{hZQrP5CXvQoKhJWZqGv|Td?HX<_`s!jzKl47SO
z9yX`k%JYENxaW!*TrO%LuMh(j#?Te`Q;yN{?&xPJY`A<tz2GcM0KANuB<e%ze!PSX
zTpRA03sV!N_|D`;>+%u6k0NJ{QStLD%;G}5(o3nq*?g(Z?@}+dL^Rra{`ncBCn<MA
zbJHj@D^#8b3!Xe!@XRug*|vhH(3!FX>{k_50WPU{39>P35Gf`~z-5D48h1q7f)9Jv
z{Ykp9XLQ-r#62&IeP=;$B1a8u`AQ?^F%i;yy1pc7;g{Bal&*W`Nt-qIy?gQX5iH4i
z*WUt+hA>6ahx)LC1|ekfIy=k^X5quwcxU9$S!bLRFmCO<p#1Xj?>KdE>Ktb|`50D>
zYPsj9QT+l&!uAD2HhuJRKr!NwL_d4=$Q7N^14jD`Z+&3!+b@azM<EvX63n@zU0%I5
zEns}|#`$L~ery#~?psh%5SVj{;-a75f3W+D=Ld|7#_qWDy24cf>pI}xBh$w-#+7{C
zr+dIy*>cIglU^C(6uVyN2Zkm~0YKtGh$6u?h{FWU+trJP3E4&8QGNBDbk2l~L3vRH
zqr52g8b#fAV#A8%Uc5QIF^qQjFqXD@C1KX@;{)_U-QST_oOx3k(Bs3{bM5lym%epg
zfL@ffXw?AV#p*UrWNi=+BPnoMx3N$356}zg!~tZdk%&Dqzrf`vJ`Cg8;__|TGXq9h
z_L^SzBtTr2!bcsl4hWr#MNjx|0bI0xSw((X0eJd#zJZl0@aRz(gqSu<3+JLC<c|<J
zDG2He2SFh}<tg#zE>IWoFgmvW^V&;(JuW~mQ~{^Lak1#Bm<gyfN#o_rBi9!asT>gY
z-6QCUVB-#>A?P1u4InR&7<9agVP>~A(2Rzlof(PSd{8+3gC~D~@v;VA>eyv8gn1Xt
za-yk%RdG25pSAqEk#aT8qL}+ZV!C|H)RJG|G%?vVP4t)n_8ryZVNnk?N@V4Q!4>LV
zgR5yI%_lXoXEcP55!%*vC<HVT4+V>dQRnFU&rEDFBw$1eHwGH@ia1^B9N1a2-6*au
zHDzDPIc<*&4j8-k-Z1lmlt@7Jz(T0D^13*)X^JIPw=5Amr8vJ$5!bcZi5Y>f5x|~!
z7^e^GH~ik#V0F`Si<?(2zr*3HAMgdae(aBe)2&EJa5^UWjkAOmz=v_=gTwERzIAfI
zXm;wow|-kNJz)LdHx3s*xxD|`ZNO%4?e<HD-*(;R805t$sdt2=T&_E*)vu)+&tF;i
z^p#66`22_*<ecg<8mjJItZrj*Wf<H=B&Hg0#t-idGVxj_@i1PhS~h&%Wr2WE*?!H4
zCg0xdR2uW~TR~{GQ{v2eNRJPr;|U)OO}TPF!07b+9WRxga~(CtmsnZ~&Y@IcAe|A2
zfe)knf;Pz;erypi1~lmr*fQz@r|M2Q@vd?*k30S5YroA77>kxoIqt>pRyurj014PP
zp*bbR`jP~KELy*z0OMVpjeV@q?1z_}9WX{+({$=bDHw-190)z!GaADD1u@S?dN*d}
zMXLtRTmZ+`W^VZ93G=DNfcd*@I7cFkhA>ZqLC8u*$-7(X&|9zfUT#hb81rvmIKKW&
zXsJ`|c`-J$^^3rFwJf72{DFvH%a8v-kKJv49u3NQ)71raI_$g@cutb7?`R97A<WId
z16=k}QCzH@Y-*0Qvf+Wz5I9BzN0Wych8CN-aWyuI(Gd0;6vp{d7>=56`~36=zg`D6
zs`J7p>lWS(7bID~N&&~9A<Xs2ZyfeKk5=s7w)oD{F+(Ba@|;^gUUutk0D9D~6^w>J
zarI+;jP&k-OjZn1N-OV1m0I|8#2GC<>{+>shA<yPMpGfLTpnzUXoXA1=hTZvxaucQ
z>T)r~`v`fiW*~D#-Dr4b11Ryl9eHjrtfaKOQp>SicRlK!OEFbrG=#n%(NiXwr7#+r
z(?exqQtXJ5%`-IOU^E2&7m8yum{Cs?%Bn(QjB)j!+q$8oF{lM&n9&esQ*=fq1H)Qj
z&{n8=(O|2e?1R~FJ2Ujx09!SmvyPU+TdxF+DYrWdL*d#;U^K+<R>Ty;ihI#dgZAA=
zT0MO7vu!~Jw!z$lYK#xM#Mw|Zgt;9tZNu*HdDhCDTi@FIor+B81(=y&rNFSqpdrlN
zDA%UJ+29TgM#A895Q%T`8YO5v2Y@v;P0Adm+yydvD)1Amgguft_;lLlz0`4uIluIF
z1QUaXFrULpq=;Le>=}SZ^Joi6y=b&U{X~}v68JC3F#M0h)Im@H@i2bdzxAqn=MD<c
zi_(r*G=wSc&Q8gJS&H(Gco>#b@(&<2<$_y!u6Y#FFz~LTej*wI{{y9g!-y7}SsV>E
zqao~6+|f%_t|^!uLTX){N;~SyTAr+43>w031^8AH*bl&Td=;VA=buxj@;BJ!d|~U`
zi!Q*66b{J|B?b*)rX$ZO$Z9YgDKC;<Z%3_IWvi_E$beg&84ZEwAj5KV*?bvz5)Y%+
z8E-CZF%715=XS2s>(`@K0>fDlu?JJk7&L@A3^5zXvHEw^ID8myl<qxn<MMF8xTR~(
zXLFx=n}i^Ku7-v%Cn094#9WPh;=_1z(qlJXv&{$?-z<3I_!|yB445fM6DNMIhK4XJ
z5%U3I=gn6^>BPgx8rdTM$Fsrp@O%5tXa0Wk5C<~`4Pll5W;9_`1U<ms^|71+ELB_G
zOLd)s(Gc#1h$|OGm}acdM6JcZ6!9>mhQS5z>&6c@x=$-1reo0%_zftClcaEWq9E{L
zjJUD9-teij0><`UX~9c}zD}6p=W1vOa|1Gb9Q8Cj_*n*FJdj3I1_&O*PWKM7e<>{P
zz{24WCmzQ7Zl~wZ-U2#2?#g=kyWf1nS(>!M;L}EGqlY+y9wSm>;loH>f8FRMCLGP_
z-(f&@*MViUfXcv+TTVCURFnqkQ&_Oc04318BfyAw7$223yy2rGSpnnB=dVww)#nXo
zF@+phX|OH^DTrt!d>D84dj9Jr-O>Wa(Mumb^U~F24#zz}*`tY&B-@;YyHatnKB5*t
zPOZkG5SQcV+7;>d9^5iAU@ZI67&mzwh{bAxG;Ze-qan;3#B3xq#kE(ZT#v>d*DdXR
z>qDml<|Wu1?)@xALzpuV^QdS(Ybj16@L?xRsU0w89n79}<CJ`79aRPN(MDhktr8If
z7A(kvlX7^gQjD*uv{L-KL9n3GfJ42w&@R9WoSZM!VLUpO2TKZBml!mJj=WjTq|D3F
zS&9#%?Y9|!t-BTm+p{{J(C?3nrc+OH_0ENd?|-1li@&5BFVEX}V_MIN0V@r~>`qfG
zj~eYtH~N;|6}P!|zkpg<E(P_FY3bt3tI*|&599UIH?JPF5>~g#i@IKZ!R12(Ru_Tj
zQiiTwy486ksV&^=dwt@J#6G7w8hQ(gDJ^K01uMd++~Bed8Mxi**c`gKN_lXU@r^}8
zl6n#)1!e|2?LFuQ#fNcjbm-$-9ym2%Tsp6Qv*V`@a=O4TNG~qLi;G21_zt}r|Ix{#
za+?(n3mC?tFTz86hoL3T5tB_9CZi$D6m)!jBnJ$K=ltXLj`(dZoL>96!?3~$oAA&|
zOWC7h&=6)b#5@;yh_{mAk9Zh&-MMaW_u;Sxee&6=%~hX40$=4#I}x2+^-D1h7Iv9S
zK|x}CMWx_Z)^UDY@Ojm}A3U%Fr19L+^`TJ<S2(3qpuxfTe0$?Tl;lzz_9d0H2HOd*
zNQU}23o=?bgfl0Ez8gFMWW*LvjD|4J#5$*fE-Kfayw^=cP>F|e>UrDp63=NJFk1fE
z=B^&^!bwW&b{G}Fs$sNRH8g~ejzjBbs50>EcnW3Ofl~s;o423$_8)^6ITq+-lun9p
z*(ndD+r`K}q=FpJX}rsGx_@q`=soY|28^c$y&2i}Bf7Ruls(ni;9xX_c|J1VL6~G0
zW*<!A+oUvLv>EbU?&=dB15CO4i$z12WkTSvni7c%R2}2Z>!BF&FrJ*%FEH`?W}u+<
z3-KI-hVYjle%%=%xc1b11q~KHjQ$TFd1KHR@a$S!mL(5sW&+P&VWY&wq9IIlI9h**
zMl@&QBnBUbdHt^Q-i^x(81Fp$e?`wc{Ul)8!`-K-82B*Gy8HHa&uoUywzss`fg3(r
zNMk*sS?xq$cIm~8X*uV%v`z>Z>cz^ECZsu71`{8~yf2oWn!0jS!1(x*PX<=axi7%A
z@%|GQy^?yx83E(79qXG`e(iEHqjp(sMPGH58qPkg-Mp>fnQi@MY1WpBppDiEe$E&T
z2?r+-R#SifpZxh171wlxDbnlHHm%t8@>ak+hyrxa1sDxs<|1Z4(bLT*p+UvN_<hg0
zS6wp*{GW4Hr~dxznvi2tu+gpdf@hZ!mi5>)HuN#rpy(%u&iHjvcEI*1m_MR4@nL*%
zcH2)6WDEz$A!Dv;e$m)~)moxB+h_f5Dthp`XL|*Vlb@Mz-sNV0XCOmMW*skU?u?De
zm@mF5s9OB~b07Ky{npm!vgR>psOHXi>)yiaox14z6CQ#c>9%9`o$+e3@qoz&Tt-8f
zS0SHWWjA)}mHkR_ll~pX1dPcq-+W#BD=?8eo2@Y#!W@R(EX5s+;xWo9j>!pV;zpU#
z5V+Gh+(vVCdHR{>-VB}N)k7CI-F^?MskCJ-Rc17ViO!^G6Il9Z!jai(`KB#a^`aR}
z)KB&yyp@i(EEROYit`Upa(4{8dtEzbk2v9Cyho7@P>hE79*3ACCFUlW(@0MkZM#dS
zFWiox2Jst^UQT9Qt_Ma>_(7nLHnZ<zLFbk{2Lsu%z59S{{ivx0qoGnRK(6fU#{OEk
z1AX}JmWlzQU?9SDHvimC7Ij~Pk@(p8(b5T%K-!(4aG1<E<uV$=bfo9Tlr8=Rq&^f|
z>42%G$Ii6PjnC)_zW}A3?2@*p*RV(ljf@!$Vc&|_4TE{bv-2v;f{}bXGt_dha~3`f
zxej<gonES}bm`8CK|}CMun7aw|K!jQe{|5IFLx&fjCT|N82LiD5s2G%5jp-R%Hi>K
zzq(InE=>vWC7hh+?@c#;y5NKBHXb?X^r>gC*il0N&8;{`z=x5aQ~SE{Yr%M}SpMk+
zh2tN9Vp{<r3@<Tgs453gQuf`Xd1VlJ1+CzCz2s!^rF7%zp+zh5?)wC=?GVZsG=%*v
z@+-YwB4>ek*g>g~S4R3KG1_31m_){+Axzxew+`bV;-2_QcOvW!k9vIVl3F_<ah|dP
zSU>9&c!1V-M4N#R`xLT^p74JH(rDY98HNf3fa|hKA+wCQ_e>WK%bb21MP)QpoD-K5
z?~2QjaTo)^Id<n=ou2*>XACj|CKe50Vw|kC%P*oqRr@#1xf~XuU%>d^PBdi~zgQTJ
z!jz)xB-W8GF}}Nh+u>QKKse3mbw-vS9=#9vWP!$v1~88v=Rbco*DS>t0zA)J0DgdI
z(vZAD*v4U(2Qx|jU1@hip@;*HDI@bNBXrEcO}rT)ngF;ss(Q4O?HXv9W;7^zWZKL|
zc{Ch3DQhrZY-2$bxo<dPgRlmk(GdJ}gik~G47mPITYwb0JJyDe+Kh$@*n$Nl2Xo>6
zxlkc%P|ZdFn-MS?!aj`H^@C$V#r(h}<47YGMnlN)U|OR|(3%j~#F&<YJM1B=7Y(%f
ziD(FV6bwM%8w2d|7DOE~bUMeTUNq?HCr=U$p)QLN9o3NG(#l_@%hupB8sZv!t03x}
zN*yxOE)6oHA>;`9uv1XE@fNuZ$hGh3J+h5z5SlB*aW8@=4TpmQBO#wng*Rm`Q!EYN
zjE4Ar0-&v4AZ`!4l#WQfXfV}JhI&z$)!5lDPP_WaA<K@Y8#%kC9?fc@Jx9f85VH~V
z4-wr1`i7od<=XLZOcRcGe;=~@{_${t0R~U}(nNnb=DVvbD<~<%Z#{!3`%aZ8zO&B6
z(ZxMT%iNQ&1${8>qX|Dwg*;iRoFXizK6r}zoXSdJUr{Oem6h%<MJ}Zv*YDX6=5Fk8
zyQ`FR?9%ZSA~~jeGQhr|63#{Q5)YE|onDpK)ND^TzR3D*@yzX*vowHwxKSAmq3*#(
zIRlvSNQXS)QYSFu7sF&Ug!v_MniPbv2hDM0wr<d<B%>i{jJ<-5fQs;paAbBk2p0(D
z7w3gBHPk_zPvOHpU*QQev6+uSLnYu&hm|enwXVqpRaPcLhWvwk)L}G)iH&Uy@+$`^
zQ^VuN?(MP?l*8^M=0dDxJ<xPWFym=Q_6Ze%pI90GBBY($oNgTX_R!MW4?_{wWKdKO
zCZkc9a<_-gv%WEms~<fId7+0Mne<|Ia=C7v#b^+-396b%x{wN|3`?bU@Bm%OPYuqK
z3;e%u6QeO)08$K>(pOgm&2N;+)3hd|p(@~k+i1fvaARAf0?w?L;(e)}-a}DWYGBmB
zGa7<F)7d3)DWJS{9^(1cOO-Vcn%vWp>L;Qh%%-5v(d67QgGY}Uo0B<ec(#XMHX3U9
zWi*6+9V%<Q$k_>~&M5`?MKs-*zdY~rDTCnPA6VF(FhZFN&{lqiW0iZiP_>1fUT+uX
z;KU|1#lh4RnHdu#URvQjSVzV}O1nO~a>aMs(U8}*D#D&(n0i_FKp`GEN|O0bvJZv$
zK2B%kCV<@1#ydqjqT#`ZedZ1vN~^kjaoOtnZ;8dS&`NP(SiKC0^buQ+&L=F~t%|e5
zXh`&UqX^vED0bI9Ey_O8v?!w?*r%W}(ZpauaVRhBo21D3k0(HoiI34JV9}D+NWYO%
zf&RuxSM4v{Hx7-|K>q;7XbAIZR3^Ep=xPe;Ug`y+S^SvlCr@ys(41AMIdIHZP6Cx3
z@kqGF6G2i<Ym{FQGQ~1v8vbx^(&aY{M?swHXPVKFAm*c4N()xNCShr$%$x%k=H$%|
zdzfa5U1c@?pUO`KV3Y%wv`Q{yJTP$48<!T%2Bw*$84Y3ngu_-U=-dC|lVP&D5azFl
z*}{)0r_SJIQ9+d&J{b*RHiMpK9RxM=@JUJ_KYSWy1+2js4Pkb~-Ycz1VQ5wu0<;0#
zab;2N`pvI>Q>Rn>PXL}RwIK!#fn#RhXfmv!ODZ7ai9FZb5o97Qm6QQ!nziKS&okb<
zO4n$NhOn<f?6}g1VAuhbi_F#PW<rz(Yc)ngpi2el>^##O#VJ34*=_SLlZvnC3%kh5
z7(31Ew!ySQQY9&Jk?MH7zdK2{A6%Dw@@W^8ztCZT*hCUt^l9M7`U)PN7EjulaQgbY
z-~x-gI$Sm9;uek2R{4ivMniSP@x#jTcYA4v4x}4(9|^seKczWfGMmb12(vv7?TsKV
zU`7az85KdsB5}PsaGin8jStG*ZtU2yCvor}nCRVBr5H3+LN6%6x(w}vdjX~7Yr7O6
zjms(axO)n6)C7;=;3-BqPzEuA%`;fC@2Nce-a6keB{{o>(~3?wJ(E16Axzw}w9dqq
za@RpQXpMf0Z}{%KC~mbe$uk<lydUe?5R-g|tZ-g2SY2NamR;ZNs!}3y%!ylfnMqUR
z*x{@Re%+Piu8A^n_7rj!4-wM7&ZO?+GNv`T=7yrf{l$tyXgl^kYoaW{F)xgsN<g<*
zG(IN+SF?L0y1etzc?%l7r&{TK&@|>jV>Aj?9^LKax7-v;`|#0o2bUz_&JlC$G8)8e
zh69#J*->|FW`>7PDLXi_sa`aEs-K94Ffj=cSneEDYE60^+Ne-38gTWK=Z-{V*ldiG
zkA}gFijsWDYb(5R-W@-#R$Ru6M)7X;M|hie4LA*f>P5r5`iXWf2plJ4(WaT<SrDZs
z+^extdbu=LQ;1f(g@9hfLK+8$nBhFDvbr{4jaO|EE+wFPgi*acMQB9DWUMKI(WoNi
zT$Sm%yt(@)IB`;b+Q#u$8aiEPG=O>ZB>yG`=4=!pV^-Oepg4dU3|61nS&GZG<k9po
zMuT-}j(w~njx?+;(&_X`y7A(9SH+KhL7Qll(O_MM`|ILO2v|D9fG{PQKLP4C3od7f
zSW_;5n;{D#f4i!4Ro9;jCW@I8SydMeR`qt!JCSgjPlDxI3Nld8<Z^{g?})~2=@~uY
zcLPykdf_~)pvXQG>Pjs@1Dtxn*^uCChxks!Zk0p|E5r#{CnbR*r`vd`JdsqY6<kt`
z-@q&aVq-&PPLwkkO~+{_y-(1f>NdM7>o$-H4C^sys3hdjDv`tbCVa<-arL^1TdydE
zYtWZXIy9;MXIG0MNz@203AgSA8o-Z1PxubKJ48S_1t72D<1^aVdE#@xw*c3R$!G|3
z3G%QE>D`!8J3QuVwI7qw5GH0MwAx8bM{aZ%&$+AnFaGsiym9Ofzib%|VYUH2qX}jh
zG8p+L<&qDuaca3=Wns*RXDY^M2p9Q_HXJ8<7$hggyrtf;NTPa9oU!qq(GYw`fai9j
z>dN?^>$Zi^1r;2x>7a}TFpmamVmJP-ZFCs}4L?$ZE*h+3OSFyR9)qOekzz;zG1PxW
z0`*H}5Hv#wqao<kxC@q;TUu<E``d+_V(LW$tbX!D@Ccrd;tD!GUZ}ljBYfD?pv`dR
zz2v*M#zlHSS7L1~<=~=G%$lh7(bU`!j7hK>EgY9uToKakt+}Vm9A7)0BG2Y3#7~68
z=4NTBR!Kb@0*rChJ*b}$;}~NC+q&UM*xqU|ZwI-Hhml{WB=60Ua7O=%eJ76YaS$&-
zWwGU@{m&XOW=Xq%(dg6D9{XZdXNq=w0;Fu>!<c8R9h+I$Ghn<QZa)95Uj_tJc<CUl
z89t1KyL-R5|7M7okk_rAj9yMrZ*kjLqYEHQjJW353|ENg5RcKM$|<KdRSw-h(d0@q
z1i6(k!Wvq{oQ;Lz!`Lxq<vq7-gV2wAfA9a}hf5$d-^xI(h>Jx-*qso&b`TKpsvYq#
zE}ihfv+uUd3>a%hJagKOf8;rcF=z;}3nHczT9HzyYl(g0(-|Acj;rmiDr>g1bunlN
zT->`hM~+X<$oX6GjvL?p?n8CmF)p1uNz52D3bUGt(QB_-wc92fNjILG(lGwQK2;zD
zHUnWah}jy44!zOrKJ@r6_w_ppWAi($T2@XRs>5V7i1{A0O*NR(Z3la#@>s7nbswWa
z%!|;jF9*$zra&TyqDY}Uuj5&Pk@r>UB>E4?Vp^7ekYe;y5atPqHUoEOr~p#&VUi1d
ziPAQ?hix~j);xcSj9!&!4nkW~e@u}TDKCe__nvxD#Hf1FSV{Ghox9}~u~8s|rf*!?
zf4_lS4S)Um=7iT~>Kd2PAh&I*SD0UBjK5*?_n<H<_D-H~`W`$!$dr)LAZ9znEKCFm
zB$kFkGgxkMxjL*tGCc(Tf7-4)KFXr`QxZr>A@nA_ND%}Jpvavep=l^mMUgY*cz7hq
z#Z5xXYcDTi?}~_65J6N#6vaYO6cH<^aAGfjQWY#Te>1bs&Qtcu{q(~7&+~acck_IA
zc6N4lc6WBxydAZsR$jSwv!iScaAeerk6hJXOr!WUDFb_2ad{D}kLANv;l+kK%@enX
zTAc7f*Jv0W56a?U6-Z$ih8+2D*E|gNF0Ifw^TF3>7=JJYb&n2X;?Df=I1>{|$v%tv
z!nNg>e+6EK;7O%^O{uNX`2cG)%yl)4?5+d*Z=u3)v4Pob96a-oq+WcW)nBeLnY0A0
zLo~GvwqRk@DuTErx3s0p<hW+f2VA3JzBeFv?a<JyDG+9G0+~LN2DmAidEiBZ>45u+
zT-egHaqX;WPKrjuJpYZ@Y5Cy&=fTOn5ay3_q06B$j=PXZ+_%CGO*A<_QeLdqmdQ>z
zl+S5Zb+1iowu46TUCF?+e#np8w-3(@8dsFvUhmM!cz9B?O&SeiHU|fRVydGFgXDgS
z&8Q|kAEnS}81#MUXwk$A%ERTA7!G9}d{EV2E^|+;(!C&QBZV1(W&4>rx@Ho5&@~$7
z`C06M$vNiah>k3~Z5&6_k#DmG4uI*Qkuyh|xJRnP^JuMJd>B`Mx%OX4EYxTnLE<hQ
z&VJ^t`+xWXmI@B<TRZjs-Z_3+q0yi)(6cl9Aj^%$7K0JZEgTB{0|%~3b0Eht3nBl}
zpL2P=1dO%v{A{8h=Nb)izAXXt`7Gan5Uo#Dh$c`^pNYMv-w`JIOkg2A66T>>9Xm#!
zjObUw`GRPzlHAf#m?Ah=vb0Z_ZTv*siB6T%?(=XV`HzA>t+B1qFy<tvA!Ha*sn*B9
zEzmA>bu(kED;hN#M(>WkM-paO#=vG5ux1#1^jV`}VDgqyAy*CU6^Zf^ccNqYVH_$)
zP2;a}Dtyw|nRC@cmwke%i!>9e(ICTZ(Y<SjkM{6z34w>q=O+KTWdAyJLorLVOCK~E
z#`Nct)&Ap6cTcTTfLm}HpBfEft^ie#IT2n&wRh?m2a8B%_JNLRL#al?nErfn?wS}~
zSfc^V!{^7dD5Y|HL(Y%ViPl+MT)fZ5iIrv;ee_3@p+<xC?S#!takaI_%j?cva+LlT
ztZJ(lA33VOn1*p{qhHxDRAPcZf~U$c_rhdc26KBRJP=7svIr;GUZv7#xDfxwk`vvZ
z14fTsoom04T;iux8VzEegi6%_hx)XvLFL7iLKM^dgIMfcQEk9wvBaQZ^e@2ZMw7D!
zjUApfX2QsUE@Zy-y!Z5jt0&%!As;PJxt)1^G#W;}Hvy30^b}qW5h{hdtN{B-R2Y0%
zF=_h(hCHhNmyI2RhOrG`15yyow2!Zm<nh6`O7jcLBL)p4<LDNxogXU2`*2<Ar`gj=
zaUEVW<I)yhQa;2(onYWXnxW=HmUPcu1X3^Ns2S=%zaxya4#PfC4&^5p_g7pb2HeT8
zH{_OY)%d*!^%&$^5P@4j-9E7do}~nVJ8YW$)o8fkD4sM`%C}PRc%{4$rBO$MpI|{Z
zL%m3`8t?>Tw?J%Ejy$-$)743;)`%%6j#~Ml6AX)~R1r2Gj#-^RZr6iHi7JP%A-CgK
zHCs_`>GHIQ30DlbIIbG-VoMNtk%;@|(5f{XrnZIocxbwhB&vjL)`X!K6^)Qxg3vnb
zzv<LwEyPX5ZF}$pD0!0$oV^I+q;2OXPd{c4PWBL@(I|^y&Oq>_5DwTQ%TVF6an!?y
z<(2sDPsX5OV7#GKZT8#r(j5iwLR`?j-JEw*C?pYWxVaYTDLsaB#Fk<CaN+9Gi$1v^
zeR566Wg!Rk4#*}xIPsJfOt+sFgb8vsLnb<IHjt~7I|4?_)Q{?o*@<^8YM5$W-MSk5
z`+&fWB=9Bd5PiN>?Ed8Dw++}+gQ6d)*xRw#&yn6)tV|5@cfe@ge#0LXO{>{8x7l=F
zz@X8yWP^YoO~}g5$#LmH+{;wNGzKF;P})o{s^<IpsIErCtj<T&THqi1!#aGAN?{!|
z47&(nYY!PUaP-)mF)krg$>f+Th}{u|VK2L~13MN2eAv}!nB6x3R&@nCYJqi3y|5mx
zN8QGU)dd~9uSySX^_RsiQ4WL5+~Mg_P7ho~*%%G?PwkMr4%bsO^_S)Xdj8cbf7}q6
zwx8ACE|yQ6$jRUlyVt#rLQKms^8|#L<<NCFt|pS0)q)l{bOhbQ(P&tf$5ECK$d!?7
zloLL96^vgPGX@P~9z%}njGW+@SJ<C%x3cpXTk?uQqo6BUqg{CZ6WhKW1DOl&JZLsL
z_9$j<(k7i64Psu6HO530a169`dM@nN7f@n)mw<W3r(ReX9q@B}Shmu!gvsc1w7&iT
z(-;UhIOY~ZP(XQpS-J4@oZ{#YQ~_e6Be3COTSj$4T>XY;k2l-5HQ7%n8V#_0cxYU!
z1eAdilEb>9-l%tKobfuHdhuy4^_Labxsv)rXH-_YS1;X)>l`QV>~d8+Zkt8$7``N0
z!NY~g+xhA^m5&Z+G^hiFSr7H(Vj98B&oJK@KCBxqMg{o=1L%nU7ueC11`bkTRZh?N
zHofbnitCd1{PbHz(Ae|f#=(Cyg(EzGPYKuYiVJZF6JaDcZ?^E#Gk$e&&2|1)<zBsO
z!iyt=hI*+G@1WeAJgdK$hB41UIZK&1(uuMeR4)oM77b(0gQ<xa2%b5_dDu60?B1~Z
zzo$1Z2paowss1Ef)_WZdp0n;6jlwi*qcKYimqhTioCEdSX6SdoMIP#fThHdgS%M;C
zdM=>>YIP&(z7G8UPn2%U8rKezc3LkLVzrlR^%v7HCf%4<6V{G_=NynUJ&b#6to`J<
ze85yMj2VN5G0#9rz)>4GJdtQ(t_FG-ckJ!;*zvajRJ|~03>pR{=c^{1IReb{5ECE9
z-S1sBWc3v-;dU+Sg)w8$Fy?vGWQ7sff^;?6v6;yU`x8$J8tR2nZDmn^F^xhMcz=>;
z1Kjx-hFt+;Oj2;uE0Ih6Mqg<d95f2kT#uYKg4kM2rwK_OU@OSZL||@(_NIsN^ULLT
zCGCX!REpm=XLmgcCy&HyQW;{<a4Ea76j=R~rJz_Gh1gXu2;RJK$Q#g*>V*r5LBoaM
zVQMi2WCSA5fG$W6WBsCqlO~RUB$nz0cX80hnSUZvwL|$uC76dXA=Wos27V*n#)><8
z;-VfOp4H<)6Yj3M>6O3R_n2x6$L3q3QJ6BER~w=@X+*Qed-{De#@D0JXaMtYP8A1F
zxVTaJ2XuAs2VfPVsgO6vEQUQ<YxTDSjwbl9jvqm?E_n{g_k@f3i)pat?|=*iG#IGG
z@UQ_vdeg#{79w|yx7e43`V4&<4Htqn(02*gA?}&|!0ugVV1%*euxT`i*%dVa@6nEC
zSRTM=47HkUdRFqa$%7Bm8Vwh)5_S1y8n30tNzyi3jvba!{x!s$-r1_#!z<9!e+_Az
zTaX$JW3~g!A=<;kWj@-aZ)lkJ10+trdD%ISCnc2oVQMrA(|im0)H3GrrlPFiMoL?P
zf-{#PJqQnZUXKlf58j`&LUuNitL340hMYI8vo(Ft?(YM}*VRt{dhLkagpY%Rz|-+M
zzDCdd<IO>0u9S(*k7RpQfR7_ph)0pe$+JeonCBzre`MR)m^|xHPMXghSsD#vE=IX^
z^tPQ;P{`Mo7pVJ0=9&z@w$o@7W+irqlT|dHdP&{)Qf>fDtz&33h<OT%{xoP#KJqkv
zN;q7IxsE8Wi*rvhZU>nP!Tne+WOM->JNq9LvJ@r$8cE!d_W9IzZhZH-Sr7xfZ^a#7
z%(-v`NXN?1Yo{#LXjnS_laa&oUcKbhVK7a4I;l^yu{Zk0Gio%5*#jj$8u*OX9Fyz5
z3Hs$wU_!5n@2f!F_x&~<G#bYA=Tll1SnsNyvSj=hlM4MbL!&{=qbSOe*efoe(b-|q
zSmUp}WzzEd7Ge6NQ;^1K(KH&yY=D>zy_j-EawBAkpEl!-v9~s)Lo~!g5J)MFcF9bL
ziY=D6yt>NLzU8uxVI_{k1FWaLv&jb+W%v$UiLLmLLBp8HkNAkZ35QIiWr6jdyY@Zv
zc;cJDzryT*784&F+sHJGi8C=cZ;X4)1@gYEP$_JJ7U6W?=1E)N<1%8<s4`3(xaA#s
zYHQv#q)6};Y5{ANeeE`0U@X3&X`iFQ8oeq=(sYChyYOX}=RaTx*}Br!$3$r~h}jd1
zUye$U78(reSy_IQceV3w&HHf+UK?aJ8b+rk(m0mmHDtbeWLL+xPdhfsuj^<uh}j7Y
zkXVXFwa&ntL6*be5=Pvnl%OfJWon{Fz;c;sO~6ob_dX)fXqer_sHKHoOpb4p1JYhU
zv1&Ao`5<Bzc`?~RdvVgb@m(h!@x#<;81oono(uwZ$y4^|k5y#AHa|>_hB5t{pF?5J
z+V@1)`Y)gD*Zdj{VxEQydkQvxYG_z_sk*k^#jvcPV@27gu{0V6_h(ot)eo?#Q_;82
z#JO$#7}jVIlbkThse7{5tZD0MK7494jOjllz4_Lx<8@QuOvbOJw|;ZSc)SZzb5=AO
z#O#fNU4RO(!aIDhHBv7=e5${!AdeN~uoC7#1b!Z(7hG*5=^Yy%m0~(*m``*?qKR}y
z%m+1&NIBw^j^foA;ojhtV^18*zywLNmd@TDrFKJ%%}3t;eEx(Q&`6p=)o8f#qp<Sz
z<jR47a8<}JrX6+S@U<0BpLtf>W|(+>6RMxnU)N~3gr~5C`qtt^Wkqn*-NAvqPM!8V
zq(@(DX%R9ga1q2+oJP;Z{et69bG<kiuFG=GLX5OrkBW&8Yr6<M{Eg4eYVrGLa(9(v
zja-Xu-eP4(chF<8)G0BpDO%qeK`Kk_9k-r(CST4f$W2)ot$(_pUs~St*f`qdz#0up
z>oTn7mr|u{v8aeJ>pr=Y0CT%n6dDa<{)jG;YH&E9A|P=hWn^)(Ep0sH`j+k|Mu=@k
zHk>-8(Qpx%;!J$wWt-!%*E~I^QS_^twi2OIh%dZV(C8T-FWCSuPj(9{BofZ67sGub
z4(*W<pO7U+Z4p+8ue^28Xt<0HsD&Nj;W9cmz53|~Hy6V-O@B3-`tpYUSAgg>ldI7n
zW?!_7wA((yYaX@X$;U!yG>mx)^4Ueons~+s=k~QW5ZC*S<Ltvo$74O2apDuB9>p9v
zG}vl4?pU>p7LQAW%bxGf?ex%V;KqRwAo>fSczxYLqi3FNdS`oadp|LMM32vRqnjA5
zR3{V-V^Xrm+WC><QaIQJZT0|m9eh|pj<Ec@pyQPlw>H3aBdfb$xGQaJ7<@gM%DF1O
z_7=@eAV-Of0o5by!=J28(x7k0w1s4@u+NFFyofxGs!c7WpFW7{UI4D|DcFq@DZmqI
z`%NMgfDfa?$uA$fKLbw8U%PbCxX>kypte?3Y*b#Mk{oQ|s@RRqLz48&-V2EDCHuC_
zq}qI{7AAiPfSOZnv3rVdytQTTMxHfahvcL^*mB}KNp82Aiq|&eMEw}blE?*CH4SPH
z#>lP`D~}AU`HjgbL^A`<$`wK)yka9%7MU6@#&ZjHMI=KIlq2&y?X^3CT~?x_tXhwq
z93GVg_nS%{|3>2|*|+)8Xt?2?LSy#_1Vlr#+4nEB51#Vl+X3J~UO$FYX-nXCoA3ld
ztqF)9y~T1wux#Sb0^%nx2{*oKS>_ByC3YZvBDvl4FgVkPIsvNg)`~^Lm}J_!fkFT#
zS|&MxmunNSrmg%EACsriFec%21TYt-G-u!q&r5%H<A>vC`I%;o1~J#6rJ#vFEzLSx
zMfx$(fT3R4<YD&{KS<fyt*FSDp7D`qn0JTr;jmv>I5fF91c%`r5|Kt_mRdD{I9bql
z%;zQ(WwydiRp+vhMvo<(jrQzks7^G^a&?B~im4}RX`aw&?Z3fTIMfPzB9O%b@?z!+
zvozvP{S~(-MP*RPMpG_hVDU6lM2gYx9S+xs`iO0g65BtIv!;Sh0lgI6;o-vM&6EL4
zhurt&mzYFb^Vl^S7XMCEa!ol~r{y%b_@}=DMvK2*`)={zu71j?(IDoj$YKt5%${C8
zInDXjAJ6;kij(nLVU16XMq%#SjS5*C)C8|_cGX`tUK|rE;#Hn+Qs<L3aM=SLfjT}+
zYcz^!^JGx)Xx&UqCRj|nW*UCnQ#fSaJO}Y>4=XR!aO2i!!hHg9Q)sI%T%ch~o*f}?
zJ~Gj0SSITcI|)H^Ft4I+RO09z)RG;1HTn8izI^WraWG(np8ffPOTwr5X|hIx%=QDj
zWMa61^b`}#$39Q4Mh~Og6GxwjE_yx4FBM`UdY?{%CmUczfEOJ^IoU*Wzfrv!J&ZYf
zaa-b!Ait<mzeN!xgo@#;e1iErT<bs&qoQov{JJ;1666<Vb0D&5ZKnTpv_>@(AI6h;
zNej1Zd@#r_Xrtc(DVe>Ho;CuVK8co8M=V9(Kf&C453r06<HDweXKc*AImj=HWs0%<
z4~PuN?Hc|xVejSVkDLv+23jx7F~(eo2gyV@;P<}Y@asc?xk2N(0|yt@|Laj`ER6+?
zhB2=}%+twJF$06^SEGmV#^T2V9manZ<d+IDOSVJ|8peDOF$ZDeIu(_DYxUxz0O~Ie
zB4x~Fh}lQ-`B9&QY9>C6+D&tozxB%dLF469$IaRNT=jD+l*YuMVayeXi5HJTs6&UV
z8dsx-@qXa;3+B)K5}fO|5A6Kqt0sVH)x8DM;KR7;mzjHJBTbD<2HtTG&<MP`33S<x
zwU#~}c+U493pMZd*_jk;P5t9#C>FAH=EJohQ1A_lQmfI!DEsE-A9LRQBxvleKK#6S
z%XUFS;;p5i91BpL@nQ7cbmK3zyKM{_2j3o=`_=c~2Sq<g@*~OwA4X_b+tuwqd<lZ4
ze#v;^kJH|<3%2zw(V=h4@)o5(wdZ*VVe9_mf1dwi1r)3GI*o>9h}}*cB7f4+>o$IS
z_wWu6YzZ2>0_XLf@>i6mkz9H42MH?{J>v%ue=4<+!;@l9TCPu22cETIQKM0q5=R@p
z*{!bg+T9~=FY=A$)Mya1Kl+x~@X<P1kP<dbrwCoD&l4^6;=```%TO;2?Qf%bg}(oi
zk#~Ri?S7a{XsZ+&4Psu4Cf^^kb7qH~Th4}Tlrj-4hB<4P8VzCwQ3N<Kf|HIBNE!id
zqx&F`?AQ>UtzLX2p#EYSMyBIXH3xWhfa7)ph+8@eRTJC{S4+k10uUx9(ieCmrwg-6
ze42Gos`ZCQ1{Tt)FrS5Y6;U;|{gpvB2Q0L1{(jW{NVg<EWzcA_$<V<PH^H<<%)>Fm
zIR<c8#m^t@n%SrE^?*5y?3bf&Yc!1c7sezd6_gj1z~zeW^Hp*x4lzDcyKfrMZ_!NJ
z5hq4!;71Agk;~Q4KHyUD1MxRmGzV95Iu3ayXOB4h&P$g-0b;n9bB#t}njsX4HS;8C
z<AVeL`NgMG@OprHVNAT(CE8#@=CGU*d3eR-FuZM|5HdEnBrY{04o4q_XI_S7)UnHO
zK}#1N_E6P}5Busbrcvz6$+%{O&)=~0y3Pr;gU0I*pMK%VE${YII*kS}4|j_l6F4&$
z(&L8lGF3cQPXTkXIm~h}UGy+EAKKNj!3XVw{DN_mnb>kefhL-S0S84e*M<Q(#z$De
z8foy+dK?iFaB}XFTHFmnptYe}MU$~XD!WK0j+p=<Z^1g&rL}~DSom@5oDn`PzG&^u
z`f*Rv{9F3%^Br+C8f@=V{y}@oWkAlOVD-QE6QFVMVJr;(9NyT!L6Be2*Uv`1FGao2
zm>h=exFLuZ4d)hxAjg->fM`}-eTxww(H8PsID|bNQWq+x0I+i5(0c+!SJK0{`0qa_
zt{jyNw?A7i3Wlb9&HP~`FStx2L3n3fy(o~+9Q7bxV0}eEB(Ru@Lcj;#LCY`d+qS3>
zDUt!m?+tm75=3=eq`-&0;4ae(?4tG5+Nk%`(AoxwY{WR$1PF5}_N8>Voe!O>Y2h)r
zzU%5$T5I^&B8>*SD#6c2G1bqG<ioZ?aoK2Wq!V4l`&fevRRo+<s;q!G`Y+YNjtg}T
zxU$a9We3%~Fr$V#yHs3hX9wVwhCVw8OX0A{FkB^?0Vl1XZ&V_%xSbNJ55}%U(`5nw
z198zsuT2KP0fwn+9qWHm4Kmn`shnYO_6>F?Dk(-vINsJL>zzi$#1NKq=~<sJNe&z|
z+}N0EJKA^<7_<LJR#mG6X5WrB!eaiHqN2pa4V{&VA+dPd<5V=B4IEYREu(5ZgyKe$
z&JWK#(Wb=2cBn(qIF&&=w4_o?>!4vxqR_;;mY%{;R2hD}a!*75C>`ZK5J$Qb4L^z`
zlUZoymg>+|Yt2v49;aj$=R^9M6OEk%+Nh=<6cdOKE0+K#71%-BQRMzCf)O4Pqvhuo
zhst2mogiX-#7%n{eFS0JI`>sG3vW2Mw;hnY=HCuEG7ENF)C)Ur#n?z0#QkLSzu>J9
z@{%}fp-xrs@d`C6{!R@{-$LN8iB}2Qb(g!UkdRQlaNP~8d&+1kNUwg?6vN+fR(Wd;
z^UQb82tMA-Z=$5p0KfmpaSp>B8)bAjigvmz#~C$L;KSMzhul(X10Q8S82`p#rf5SM
zv{PXDQ|$G2@c0#T)t25|+{wr9&F%1rHk04W#<P;(g8wZ&SGzfQ@j<;PkXFb<V+Tl)
z9C<@@3eGX9mwM^&jsRf{R)azmu9WcyUalRcNs*&gM$=0n*D&0JGb=3b>~(ti$}cz6
z3u;ae^p<g!D4K$VUGA(FeeGjpH5$gGBPz+m;o{(d*pMz{sf%%}2N1Ulky}e0YJsU0
z_%J?ibo#n4u7m6d>P4x8Sr41Dj%*3K$k-{AuX?t4w)Ilj%vUd>H%J6}oISCTiQR!j
zy>K1n2^o96mAopwx|)#wl_1H<t#20sgScKq+{TS0iZQB6qSVvzVeNmtr8dIeBGXJA
zj51=@mlCyRrlr=T(pFRs!%;6vQEAU>K6DR|vP~}MX3Nw<&N7<I5qH=RTweZ(u0FZp
zwwHgR;W5fUm#(@|&c0d><U`Uu2Xs5yQc4#y-J1C(95Sigj&U%UdQpO=g1dPa2rCyf
zO%vQRP+b;rk0aEUnA1U*g|>gG`mTro_fbpJSOj6uDu~v<M7He1wsy(>;js1Ghsob}
z&WZIZYajdcUyX(f_ypCr4!LWUK|8E@rO*x<hNcu2mL*I_tB4Qd?;C?N(_5qj`K3af
zCFNl|F7i&sW3aAHmopv<D6?mibQ`c>*B5;u0#&_mu_r+(%F)oPR5b-5=eE9UhNl-%
zHETx$Wrix^e_&4W6lt`cbNX0W6&$mZN*mrm!!3XTn7B?#bNLuGaD4l(@Yka<b%cj&
z*yfGL-NUEPpYZ|S8LI8fX*9s|KUx>Zk(s<b8h|P}E)s{!FalIx(2%2b6dAf+D`=<}
zG&>aEK!*n!z;!Q>1S4$u?#iLEdk7zXQ!ia=igD<<)kIe;LxeG<Gx$EX^KXCq_xu+w
z?LQQbs;L)jTjG`00qaON9^EHb6U4oONzmj`T4Jz0C%M;qG+=G|!Wn%fh6MDS8nGCZ
z7i>9EwiC>0ZPkkcSdTrSp#o4Iu=Txdoi+Op-;*GhgZCS)?+~QLf@?-pGV=L0*S!Z}
z*Xl)mjb~w__3W>$@?CC++R@_eFK!259sFtA@6y^rGx?QvG0(U|ZE+onCRJG>4Loiu
zO5mr{RM4^y8g|^~ld!3OYPLbfDT1?DeZi@D*@H1Tpk^C18k98!YEiy|1n`qijIt9Z
zIp=loMh2f;YH^E~pvfh#Gdg#2_=H2_IdkP8*&Rf-SX6aUIEVu}?%CpYI@20GOL`ot
zU9A(&Hs$I{9a~)LFO#@6j>PS+aWY%Rk$`bg;ohvXPMPheaT*QEfp$~r3d)pGa3M-q
zRJM!h=(hi~YZLabzHKN?_csCK=V3?YUH%cAH-|Q)`q^#nY(tHnd544Dn4bwQ&%v0n
zhOlCR599d6D-VoYlpW+3EC83%$SsW4liMss5fSFI2_~kbqKA=p+Ss057uO8(3rLFA
z;l4nPNs$S@_2nqOFkZb_Wt#i(v--4%RThDW$Qfm_RM@!g3D$`o#(>$)``!Nlq<>N`
zq7w|)V4&@RQl3ZI2_b9;7CzZv_0E9k;w6#yG6IQuQ9NKak!TCz!LbO3x9Y*gUAg&q
ztAsfMTq$}O-*#JdXl|<x5VK~zh;CGp*$Rb(598Zj_dnNZNev*eUQ|h~0VP_GN+KCC
zzN02`#s_Sw7xgh-Zx^jAMU`t<mzTSQAoKsjZSCqseL4|8P32F^g$Y&q0wP}MVTkc{
zwl^BvHOMdOyV-V;cmrQ354O-SrU0YW>A|;#@C&Qo-DE<*x0!6t0DGMbLZ*lD#*N>+
ze9J@4gT}_k*DU&Kbt~wRg|e+|S3w?5{Z*ZjIux*k>{#KHscV5mUKMdLAd0;xYO%(c
z-=W5=8yo!=5G7ucvTN`Bb#Hq>kui`^knobI^&A_e%u6D*8c;UAv$saa#NTOEf;u_*
zMztqL#PnPNmnxZefK=#Vq%`jT<P-hJKrG{oFAHDaKL*55N8;LRO43m}959x2DZXZL
z3e3M!y(BU?2<)3&Sv(#P>5|0WHdjfNtUUXF2SkRq0y14NpmeC4-PrsN3c5^^L_h-s
zK8#1Jk8Cse1L%Y&b#41X`eSW^dJkKWR_C5cKh_BvmsURzT0cB3s5k7@Cta6NQKJuJ
zhuc24?BaHPf_lSpX3jM$vu`?ZC?lvhtc+d)U#{`C(!jTO?(u0@8S|YG<UFi;!^#xE
za6{&si9dg}<$_>PXbmgZKtV3YibmYAb?<SzVKL4|)I=dAIznt73ltZ;8SE7_ZaFLe
zw@sb;k@Y6~crtXEXw%Z%Y2gse7D`P>Ob-_!;0;CAQtv}RAn;+-e5LjIvr56nwmf)o
z*N&?|jE!Vt*dsk>i;*4*oR~}UlE}dn1}91KL_n#R?b44rk~IFIi>gETc8eD8CC*3<
zD)q8S<Q<BzUaFQ0lzQP^5dt69fh-`AyBo<trCzpmUUliJi~3#!$!er^P73M<yyD@R
zU!9f%HdCG+0bVo%K6Bo&?cIh$K?#pOoqzs7C`ejfhw+q$!+=Bu#<Dr;ju%eVhg02Q
zQG})pPT)lfV2j)3O3LPbFJMTsP@kI5GgvzZUyYuN`x32RU28ZLaJNq7cM-0<y;JAg
zUp_$dDJtuIRIOBsVRx*2s`XJr(Q{cgy)(TypI6({yXMNF3*>x_@X<1hY5w}+SU-Y6
zfK8Z~?oU2TZHvspZ4n|zL5o>la+$w#vq}<n)b2=QaS~Feyrclnp^03)KCnBkE8xRk
zTpsoPJ(0pwaK3Q07n%hl2ZDs4xWY@qi<#;eBFhdJGer_STzViO-+^iOz;2^n>sSWG
zYBAdy4Py?#p4<`GcVY68-r1`=P2G}(nA+4wqd`pa%_!?c>S);Jgm7iu6ODVKLf|x1
zSQCER3~|x~^->{bNWsRSVTM7+Ao@?<!3O*OE>TF+v_$F762H^n8Vw_3{D?mHQ5$Q9
z@(U_N*sBH_4P(;jWy^allM!1c?*G%nSXsYO;@IQo28~H?KlS#L`|(oT0bXnwYyKIW
zsQc~f&aGbS78IvSlJ2a`vUtc1BU@`lKn(Jtu+di4x7K9M&QNK37)IlxcV6*JkD$@M
z?bUN0JpF>8=p|9?rQLSTubn;fNYkK^d3Lu8AN)EL6sLPhjxIj%$*{aOL8Eo`yB^8<
zaAFX;FYRj5oy|>sHYD}9x}?V+pFANmEojWmpE<t&rIYCN1}Rht^=X`XSl)c1co$m@
zABH>x05*ElPp>Zg>9sa~(&Pm!b;3Xwl^WKpln}cDYWey(u$%%P1`in0t7&O7cquRv
zO~xo$)!O}_)0+4&dSCbK>1B^WZ0&&C{y5mK!#TiTe{VY}wyd0l-v(4`+e0*0K^lrh
z%pb0H349n+dk^eA=uudLZ{2at;hP$E;70fy_=vW4G(xFbRGSR9Zk73LFiUF>$Kbkk
zJ*CDob<$ZYY@b>=!B(VP9WJdI3gaY4X=(*d7FOv_w93h>w96jv)ol{SX%~Eun{-}_
zptwOw(B`JoxljG{{yD&~%odemw@m@ElTjST-0O~6Xreh2CoK3ds&_f^=e<n_LK7|T
zIMOsnvzsO89Q5^6nE4h=Ip|@$UBAtk-zEowM)EH&-u_;34pyBNRs2`-Mgtc<jNdQ&
z;^sFGLe7F=pMLk}pk|Gk9Mwk5mgu&^y!QBu7oI!5ZO}Nk;)nG!uIph}g}USvq)&9r
zq2<9^$liN*MWeFMYG4BD+azXvR6=|h{f<T->G?j;)Oz>8Urqif4~p9*m$rhbQ}<SC
zv>i00Vy(<1RG+3anfCKF6U`T4z@vvzc3I1mHHS_P@(Zs9U^9qYC0{Y<l?gSQV4=-n
zgBLtnpHlJm_6^v8_%L4h;NiqUHTwtor9#~0Eo$T1dP5(a2~!32A`D4luSP69z2~pX
zJ2i%=XzPW!L3dlsMEXRTsTtEX8{en@ICe)K%wg)jH6^vnp>7~~ZO+9v56Z##XLM{x
zsu9%7WVt-z4K<Sf_?Iff<Cpx=o%oTprs7y!aIH)$ch>mrl7)>Ie%(x|n>i0Zw!)hA
zH5KJc8}n0dyKDT8rmS`*=B0=>hty1wN@g30q9cfd9)_H<z$8Gu_zd&qqZYTn^PN2b
zL%mcs-Eg>%YA#{VX4S$wufVIhggsUDO;|wE$Gw?oT6r;C)mH#_RTfaNh}jT+rH2vf
zwXH|{r=c3^r9xMiWo3bL&c6d_)XP7p25Xdo8r4{8l-&uXxABRcbfiLgY_^-?oH1zh
zjE`~rBH4>CeFiv;rluOIT8^24M#Gp-q0pRx`8<xuK#WAkdP=y(CFj+c3CEJ2&5BO_
z=}hb!vcJWm;gX)llA6lSL3*yn5LJ*ZGBq9=cf2ul^MWaud(bK<1`QWPNh?#Nm~7RO
znNI5ljSWw=y)=IqFmE-3i6Rj5klq;{w|Z8mf#uhO>+<L2XAB;9WtX5L$9jl|CArOx
zN{C||DcpS9$NP8Nrgk;fyNRRTEMW{kaLRYWPf2Chbb>zA@aNkuyQ25We)835xZ3Nm
zoW_oFlze3|HmmG*sQI6dbTt|-22XN`G_Q19_nKAwXt#Q>K4?Cg{K_94ZRuk5#eA=H
zRRUydQLQ6O7i%FN@k&?vx~l?)+~E7fmM)$N5p^Xywvp)4Wm&Z+Q&S;{{OV?dZoZ<u
zEy)-(Ttz%9BI-#@+Z`FRf8!5xGGQe7zSD&Mjqmhr9gT)DacB_tdNJjuAtb2!W7yND
zJ-lOr&8J<iM#Gplqw!CbEsmLj=psY=LwRHvmK?LsDcZTVFStOe7sa4qa2%Gz{a%LI
zGar2O)=h8kgN#?ITOc!H0n$5rkw(w>IC6;xz4(0X&@GR={rX>NS$;fgG>rK%3dEYD
z$;pVbdnt9d@(gdWt%@xVjfSyt_d=Lne${y)<HE)V27G-jEYavP)@T?Lw>HF7!gM%)
z%ZhWaU7c`x(Ac^1uRE&$JeXw=i-s{V+F6|J<x`$AY!Wo?dF<?U=}D+)_aKe4tuz|O
z#294J)r+Z|3S-8MvJGP8NWi?$i>c8tCT^*SA}^*qs@)SD--|jwI4?RBFs(&CyNxs&
z#>9AMaf%nyIAhr9eHVfQJEzmgx7yv<A21*A@~P1<CT_@xh!^wFwIfP@Z3hdmGD92Y
zEVEV`Z9X*`#>9OZak&>$I@)krbmpZO&wVM1yB^jimW`>=FeYx`h*B@+q{0`!oAzdA
z(D-uu@Ot+dxP_o$YBY?An>(VMFdZ8@W|z8aPrd~%MX7#I`QB4{VrC$@6%dO?VG4>R
zY>2_g&XZl7nNhv?ET^fzct*{b6qVD_yPU@N10EO|dGyAOb%0N8IZdNMOkCxlwA12a
znCrRt^sK(jt$bYymemz8V=l)2Zmpu(<FO>$sOaJL1$|vgqhU-ss8Ab{>SKhFi&q}Q
z)k}rQ#kO=ho9ZvVj*M|>bI!7*VHtRB-U@=Dhq3gWYnF{(3j2YtzVhc6^V>io-^EtM
z(`H=NtBdO<a!69qPThHtOOD~|0!IDyKcw~itvgO;C|HV)0HvxR9~s<ZHo`LTVJz+a
z#P9F40lk~l;)bgV_e=?jF|s=Ls=}a8iVyZ`odHf;@dIg}*PR>`<0Ogg2WGGDdsTxv
z;NcI<*zs+`lle3!q87*dHXytkm!zx;i?`9B;KN$(hrv{?`~M1!^rVE2LBqlviUSiZ
zCMo1I(M;pRP-lg$;|Fy?O`nj+-C1NDT%_DTC9=JM5Y12`Q-Q6}#P+vpDbZ-0JTWb}
z_dr05l<>CL<emrwrmGiSvU2(gzNvaqlC=v`>aOcOhIxwsmg?;DygaU^(Wpbz5-2XQ
zSaNCi6OEq5i-FD}%Zq>Ye~<lDulaU}B%1x|tVYecla3NTZErm8#n<Q=pOV`4^y2dh
zpX@{*fl55%#nfmR69baPU@xX@EQo$m8`F^f$cw4bC``GklOdPs^6)UI?0in4Geaut
zWGto?4Hu9C{V-bBu?|R`6jGvMgVBQJ8Iuw|?-YU!-dq1%e8Zk=CxSLxi_i8Trjk|~
zCGW4xdi{p8dGXmMQAcr%dSh;#lr|DbwB<py9dAtd2E#0db4R9g8scmzTDx}|XLsH6
zX3yS1V@JY<Zc~51m|Ry>2NIij)+=V-kCNlg0nGkM<R}F3oFum^zVG5^8r=W=nL*>B
zPY(<~_}s-dJGfLU=16wz8p<0&zz&@m>e%|#lmZZxr9CldxFPUlkvL6a+WmOa!Bsy$
zc~&d9?F2#$8n5xiTwC$jp#NM8^WbF@H;y?e@8qDkNmj)!R!(7I_SE5$t-*ssZ4+tY
zI<UA!7HfA*+3{g^cH8UkfBfKOcsG;Q5i}aE3Z8EgXGl!jO#hsj+2x{Fz+ruDX^))q
zFUa>3k310uG<^#%zGqvT{Ghm5R>fwGBL$tY=hTY0iy>~5#oAS$_uIpZ+rA1_-+fkg
zpK-4ne#L4uswx7{Yl<2$T)6C<>~fn_%-tpskG55)(J<x^Y-!E6;qV5jrI49g_iZ#9
z#H4|iavP;($*5$Xy+X~B`*5t$F!}-<wlptC^E7<C9F2xC(W?*(y^5z+1B~Wx_l<7)
z&$VRXb5LLux9aplVDC8B<@spea#=X0il@D0DI;&(_ru1YjU#w<fi+Cq+NRMkCb~9a
zkpq*Qikn{ivthOGyFiYX)+2Y1-;bC}kjCku$x-ifIACGXsIl2r+TTYRPu%l%deGRO
za`^?HOo1+Kc|EpesQ&WfLrcrs28{+cPE2UKVkTK9j!+jDNX~5fKd0BL{#`Qc4|YED
zva;9PcLB~UcP9o7*ERv0V64Qn*_4|a&4R|^D=&Mk?CvQxW(*p}BuhKqAwd+oA!D0h
ze{9E(%Z}XkElSYh({2@whA}Z(IGUvTfveL>^;oV}oR<4_T8)N*yQ8{lomR&BLB?dc
z3v?VXwF!wvgP5e!rvPR&0}_(KK{>eaFLEOLEfs)~ta`s?*HgXt^jr0pEB2lHp;+#1
zHMK2hT=s6Dec|Topw+aQiAKYMpo3QRF>g8vf={%$+K+Qa%be~5p@`>^4QJQVXt)Tv
zVglT1RYW8Yb5cP86xTp~ch#KrkviQv290f7W{x@fb*625kU#OFw=g?{B88uBMR$Tk
zbP<{cD-);P5oByH1g908{&BBfiyGl1iO754NrrkhYt||+RLt&~Z_eKO>fHOm4>&aY
zl<rqPn@PQ$zQ$gJ^95Bg2>8U)<cW@t<?yyUV5pEqbj#`EZWy<-N><D+OrvKh+BI`7
z!=3+4o2lbZgX`0#Pkk`;o!{WBx5CHk!J>|aRSV@%H(M~;=Ug1!F7~?AHJg6s^*0?l
z+8VL|?k#P5WPLq|C9sM!X}7MWEeq?CG1=B3I1*KexrJgNamm;w;uTr4ZFl7QE5xg<
zKc}0yzE3unEHL$(q<5;LM$h<k4!v$}K>=i6;_eTPHXC~^J`8yY0L1nFch!XVuP^xt
zOw0N3JMbTahVj2f!8bzuqVmEr(^JY$G-mj)wvi#|Np8a7N`+NQ3>q$FBO0)}19D5l
zS*}{x5|f_xTIW5Enx~}EFutvxPIZ<ZAao=-IK!QbU8FjjcY%PM>V{d>Fh7>7D`}r|
zar>|<)ty|J3wQ7qLn<{oLg%tUGSn9`ET|RW3bDp(7Bm{hx0S>>e^c#iq})CH-LL+z
zmCBs!R~=vrs$)x7`&<=A(hzS+9kx5SOehX981tJBsTDa6>zt~y(tS2B$?C+QXMAK&
zyd&|uqekJw3Q2~|%Q_!)z2dYCG}9|3rp+@?9fIwuAHP0*U{Kr#{moS^N#fXAR>cas
zAs`w2a#zdnGXKp#-Zw7myWvo*rf3?C!Zc4JBMRB%3qqF7urAEBZG~J{g!SQ%_ui3r
zb#?<=>pnnp|E{cK40<js3+W9!d+ju$jIYxCu~y?Ah@^MgE{&e?X=7?N^5ewkSldCX
z4yV>UaHh@wU0C@RY=@KtEUQTgs~t8|!{KrfM{M+#D}#w)CF-WN%V#$^+#4EZgI87>
z4P$<XU7#+W)T+$FNN;*&z%pek{oFc@hVkvTbIOWOBCLPr+NL|BO@Qag*j`TgYcz~$
zx0e%h;mOmke5fwugL!Aw%eU6r-w80^@XA4>Va#{2jq1rmRFz3Wc9}RLEYTG(f58$`
zVq-hHqfhs$yvue+>!3N$`}$n<^2qte1I893uhGVq7l1@G=UJmci3~@>LkW%3Mukfw
zg>d`Q35<><^mbT;HRC1j@nJ24!m@}mU_PF+)(T)=M<N<dU?rr}d~4)fK^*4g5YCw%
z;LI@97CJUg_~~KD@eB;Q3b==yweTk>YYZAL1ye6YGvIu6J_Hqn90lx!46_0sM(^9F
zEV}s>h}~2#JR`H0;*@8}E~ZKvV3VkYZbQ8=544tEH#Y_g-&TL_n+?N2Rn&_Q3sP0~
z1`PG0vmi4Xz>>FmVHWU0oM>&U`mVse)NlJQ-M*|H_<S#fJ}I4y{Z?CTm&@I-MA|m6
z?EBT{!s!)jx^54790#mk6nFQ)NG9-M41IN4dYyf+_$9MHokTu9X=5U)LMr-MO5a^$
zA1@!P7oX0l{^IC*u6i+QK$0)8)}wuZH5vx?@AVu5`oR3d7qmKgvR|*)Xb_V+kxXNb
zlE{XP$(|(Mk`>1`U8U?gXc(G;&FJKArO<KMKTp?pI(~B38%}+yqp0YK(aBwM6pusS
zbGbwsJ+n^PS!$hdw*4EBXNTv_dVN9H^D*#1Gus*svN{S)){|gIqp1UnOz^RNthT02
zl{TTHEf{<NmS9<J+k=%Wv7RIb$c(&2IX$;Hw{Rw8#j<A3&S|&yDHpXA>yZv;Ghniv
zi2$XhUt;TfRN((TetwDUlnxq(cb?9$jfjj<hGU}Yr9ym|=Ft-M7t=82V>kdkhV)J?
z^yxHPy_gyeV=h6=uOPY?FzpS{uT%Go+BO+hLC+4Zzx<m|1*k~Si^)lj<Wb9S0^&?B
zi7Xa|Te;r%ML;F*>5l#cKCI|5*m++2$VZQ^d#7<wnN>U1_3<_>-%Pr(bI=%j>nm@s
zn<~hxk}fU=zMVnmw3CZ5%M^Ty4`WP?y!t(UfK}G>w@m&c*y0SDEz!qz%@bnLv!srZ
ze?<}QsvKcQpG(gVR#Jy-d*`{go|0=C%%u2AiY5j<mxBkx;D+^LyyOcKl&Gj#$Huoj
z8wNWf@;nI4pTX`>f2adhj;4iYl)%!MUw8QJn$4I0(gAk3>h0UtuEtw6aS4k)tdAcy
zv_5p@#dG=0>ZGitn}1@&G=1M2zi;6DUd_IpzLFX`t%<+P1BTy=#@HLx_pY>KPF3fa
zS-H%+4!Y#mUY*luSg_~7y*beqibpz<p?2r341&(GcqLit`BuNOG#W08?niB8m8F$p
ztG_fLTLOlhL4D&_3LhDe-Dx8(Q<BiILgHty094Geq0;p*Q_avvQbJ~?ys@Y(z)f2^
z%*bj^cRzZ|&}g`f@vsiSio|7zNW`5bkn5E4MC&P+2KU9Rx1!-fdQw-kq-*VW+kWcr
z)9(E{n$js~jClC5D@DZQ?jevlvBz5(-sqFV_%E!~O;M>^yA;ONH9}@txX9H%dWWvw
z+Wivfna$swdC|59FX8@$UO}{_4rTQcEpepe=`|HWZu5jQgJ=^4gxN>k5Oy%_+PfR~
zczPKmejmBL-->OI^=4l35TcDAgmtu89U8OOLO4=;^c<u4q>JRnK6QMwIN}EssdI%-
zUV7gUcG0Roac9>bAr8?p6at%0?3GPmkMJ73YHB)HBYu+jHb2dx`+_@fhoi|`kG&CH
zIu^54{V6eH&@d*pt2p4rR99;o3*my#nRiSAOv|{~m>LaZc0i#va|%^0l}jygtt8O3
z0I(7z$}hg+qjXq_(o2$82RLZBBs8^Rr{v!DEO<|H@q}?BYft$WI+P`m7&MGYPU~-8
zOxa1{N)mOpo%yseH5$f5O%;c{QofLaav>@`@x8)dYP>SSukIQRW1{McKfIV6(fsNS
z$;a#GVAQMDavBX|K8r2aP#*dY7nPLF^xwUb0$!w2HatrwzsU^Ky}Z95Q_itYqvrx&
z!~!#9fsSMXP7UdQ*Y>9uya0jiZ@x9_c-@q9p+>)Y3y^~k9AbIx&Q{$XUI9rk4oVW+
z1iUz{cW}Zjje>@`Agk+Vs{-sfneQPF=_MipiBd{Kxs((dda!Loo2QJ)81^&dFjFtA
zPcdk?ik~8Uih{>;S5EA?zqWm<`RkBN<i43B4}J7K1|(U!YGZ3OjJ+4J8$cFoNBXwX
zvY8ZVZ(Ec(kLT`~crI+fS9HAUr@VEroUB|G<V_rxqKZM!<<-Q&hDGJGJ15Vn!m*U%
zK5P37dt?|?=X)=_M#J#gG?qce6$s&i<UJ%Ro2_*P2lo^|Hz;V#n|8~MJF4Z_)j%y0
zM`by-fm+a~(c+#j!3p6G-S1u5eqN`bs0POwU1L<V@pEr}cg=vHF}mBL2fmsx$W{u0
zws|{3I&JxTzkKr1$UVd0cEMkb9-VgMDql@6rdnDtUJkct@cNE!LCZxkv9ZM8UM{6e
zH3UwArX)AL<f|N;g@)*&q)sj@FID%V059Enw!rJa+naP-zw4@oEDnLbjo2*<vaOTc
zV1mT6azUaY^VJf|$(Sx+1jqfQnD?(J5N@)j_;G#L$NGUOZEC0#kbGUS%gd@p&&46H
zq85tW>7Poj;Jy>(N>zv>UQCUKG237j>dGp>48zRNh3EyCIMs*tl4n^z{XN{e`6k#*
zml0%mG3<{L-_|yH1`?LUJ5PAv!<uF_b}?`?6n}Zi<@MUI?<?2Gjt0aIFUQ=#$^lYF
z%`Wub{aqHOt_2jev@Cx279<_z!w_alF*enGdV!2Ag*640PDPoAaVVJvR^!qMp3vpx
zk+Lve&SUq>mD87>d+8iF7$6OFhONOp@cUGjtW1w>bKk4{=xf7ohaKn!M>{^yW*a0c
z5s9)ld9@arR!Kwbmo>!T7=aItx3`>pNRnh3e~P=uhr!u_R1z3&{C>!yrTmTzQO*H~
zHyPE8QE9J<^%H4c1EA4!VJJ_LDz(=ZLukc2DZBQc8#K;&|K-rZ_XcrCHqqRQ>Rx<}
zp7Hx8KxI;-yybCQXFblCU3d4Nr-D8F`-wZ6zq_S9h&#iJt<flKLAd~HTWeje-lwh{
zk9GIBM#H#tiDxC-DPMtNkNEA8t2X)GhbML3L4%l-QJw+_>yB0_;(eCpGz;UiG^f!p
zKIVK^OLMlWswt_pp@QKD+Jcrw!<eM3lr7w8*<_&chXI3w(1o_3rO_~^omt<Bsmuv?
zoC+ONqhU-t*|rl?)+-8|Nzd;&zV4iI(qT$%x)@h8k~ul4%P-Wv;!;ip&5x!?U(6LH
zj$RR`m9mbt)dNk=_F7LluEO%7@}R+}k#ZokXe<?<qV~{|8S;b`7%{opn@UEE=*iIa
zL3pde#6tJ6FEqVz8^lxpc75dO%kIWxI2sG`tT`l~Ry1lo&n~vsni;jyj=^ENzJIPO
zSaNBZT`bwR)&2*3;@B3Ys&q%a)%u!DtMNUAwNN^gW1zR%8n{M-Ek*6y2irGel*$3@
zw+^m#q<`Akr~v0WxZT-gOy7FAgL3#QEz3V#@7LMXUrfVHqf&}S(h%F2l216@@bUDO
z%d?G{(56~v(`XnI?*xmcv!aJ6q}Qo3Z`?KalqZ(MmRP7k_brDW!Kqn8sfIQSd`?@@
zhzq4++rx!C<_;O%WJrIbptwkq*dubAL!Wm$<z)z>pZm?6S<{=3Agv-{wuJ5zrBE$q
zl=hu4_(|ZyGBnVWWtjbT5bRi}8T8v2G%SRri0=s1a+gB-hYwC5#37knN(>q<1@lge
zQCMrIb1s92AkB5n_1oUKa}F#8D;<3ntw|d5qD4_@Uvf#9m|0AaCD~1ICY-o$c1vc^
zNV`xpy7_Av<%IGzJEIafGGbeina)@X?PD$s^Eiu(Wns2TNVNgWbVipY?RQ@dYNM(}
z?wM2LOb7yX&bzfwxu^xu2r}4hl-+Zcfy1)x&?mLN>C<V|UrfySGa$kwnr<4!nEwXu
zX@S*y+)=XUv?_hFab<B@z3qG8SQ*%7Qc=2FubJ!^G3dD{Y+P}Y?8|l+;6Q@lBlX*^
z-heB&?IdOl8pb3?t+m9oTSBe08yOeX4RxA>9oWK*LBp5=w#B1$F`05@BA2nFAFCvT
zJE7}oVP6`J!Y9=ett8L3s>-ZhuzIrY)AJv`bJTe@&oO8iGXvEbvIkoU-aT8?ysV>M
zeE3y=S^oPXN{vA6OdVYtjO30V+{U1+o6lgR(ICGU0;}Q_RO^&1+*0>R{mfH9_2R>?
z`pb3Vl&~L9AnX&J4V$pPlzdl`#9QO(U-6BX-bB-~D$Q9P_vlQVQ+oH>Sw7OP8ZO;}
zC|k19P=L8AcIls=b0(e}V^2)U!j|;Gu9~zdlYi|jAKa?R!@sw1Xu_N}rFHH<jO+B8
z>!#6QZ|Q<V4V@^?2xXR)2{W&}EIcGq2wB2iqk#0#<M21BfD{n4nkOv)6&Lt0q<7L9
z4(QX01T3Oi44FG|S28_>r?Vm9a1n+sW4LpSPq{Aj5Z;QGu<2E36vs$Gx-8(yg{jdn
z=4QZ)CWS`hJ-89~6}WLXCdtJhe`H9wuw)Qd(>a@xvoAQ3Cxd){@EZs;8pXDGAELJy
zl{-Bf0^x*Ng3MQ5mTciTx)RpJd=$%S2xX0d#OIY4QYCSjlsdF!rZDKn;Oy|^TsQ_$
zT6t+ztJ3ROrKWhn`?Op!W@btFe^t;oqy?&4deCRwhKO3`Afne(=vWWE1SzOl%8btP
z(=&~R^$gS7>s?Om!0=WK_wE~*K0)BDksbyIf~gl}3^0mO!aH4BH7nuii6TD>hB=*F
zodn?{A&NZ5m)v*8Na75FIOQ=Y=Ndf6{iql8Vu`*ViobrSNUD*`oRKNV2VaTCFDzT!
z2@#uQD3Wc?n%3ExK4>@0)Yak!7k54umueLg$`uBr{CC(*?L#gI`4oMn*Ju}{HoA<4
zTmLvGdiN1fjI*To9D{~2a}kq{j5*UeOGR=GB^G8j$U@-5S~+vjFeX+|obBcFjV0*~
zH-7^$JTvdeG8^`R-D4&HsW`@`;+Y{32H6dlK(r6JAPQ}&m06j|kK<-0(ua#co1={e
zL?VUZ+~N^rlXDACcqw)lOLTNGwRUKCNzqTXrrixS8Wspe+C2%~1snrgb=j|1aX&2i
z88~XDl;uu^iJz3BGu?;w9hY+*N+>ln8a7|TK7y&5QMZkWbDZS~om$>vTeaHP_-ORZ
z{FBIhJ;^*BJMgJN)doSEBWDeG1}^uL@L-+Qv>mWh;e#jVhN5AvUq`MpB-dj^dF5iC
zqlSn%l@AdP8ZO`ihgb&X7M7m)66kDTS}3!m1Y);NxX=?p?ZJvm^#4t}w!tD&Ls^mX
z;xZrprP@1W>ofP$XjuOCpy*T@j#H5b|F-!ljYh+meURal5PC&E{7NN{*Gk%>vXfuA
z!LeE$`TfL?UyX+OJrDU!4~+|pQgDQQSgx9%H5uU>hO(waOo$&DSsE@ci1-vzHS<+~
zg@Ab}&l{O5N}(n`CGa+oIz;KCDH;t+X)TtJ78*DMPK)~WBgwyGWcESVXc&DHq9+Y9
z3&ZG$x@MR>AgC7~VD*=45s8LXoXsg8v;$i_UD(PkXorK7m4aw$ab$Y2@|9wI%(bYA
zg<TE^t_oC5<C{4ukc}0<hq3+dm%dze!C|=R>8j5CXWRw(EmQ?YfKRC0TzfP=Yevc1
z{F`92OU?=*nxHdSUhsJAYROH0I5&Sr$wLVnt9PP30g~ZxWMK{XS5PgwAsHW*EB3RB
z#@!E{E)@s?lXeyHVL8=6BX|Dy`xMJfp?Voha}=O~#)+_DLe$Ajob>|(wEBw=K9$Ug
z!FXs}fO5izwT%EF!*Z*QvQ|@_nqxG4JxJqSVmTq9{KDK)w^Pg)9;l6ECF3V?8KMp?
zL#Xi2{<yk`4{OsD4uPxm3|t{}ImJ0%7j?t4$D8fj3c>J~uKN4R9q*5aC7Lk$^$8*o
zG4Wwsc~`%}cBjM6(1)j<_fcpk+=!qxpSlps$cEsxR`>O>n{PhKvA)yO4H+U*UIN0j
z6+|j22ufbVnFw51MZ}=tnmvU@q=cvp<rv$IF#g9|#H`M+Atl=y5*aE%VnxMx@5Di)
z=W=#pIgLs1kS@@~g^S$6&{Vj23g$D;>hLz1^vE0|f?XYrhKu<Vi)l#3L@ZC-F2s&2
z;fNlo-PJ&5mTwh<h6_Or6r;V`Ad@ISjujdEf_eHZOk18B4P&-KtxhGzr{oqF6w+dy
zZ8g*+)KIy>xXZ?%Vepd?ylzOwV&+GRC&Pu@*duMmR43!!#tn@MqBpcg&t)~i7N{4J
zqgW|8R%N+xrICB-kw<j(;xjO)zpUhht7&(E41jGXoq8i<x4(w-+na~Jv}#@rTUD_a
ziE&a@Z5`6+xdygsJ0&E$*};Hu$KGC#9e)cVnz~r)0kvV+&?ThNGyX7ajr5ROzZq=x
zXxpAk&mZn$Q7=B?QGYQF!$%OlNoZJkS$S?@;mm<E@*&L7oEFy0VFRvSe9BROSr%Zf
z-3)86oFo&I-J4~2hmI{<`H{=B9pjb1M#B|&0D$#@U$)o2fH8X2h+VI~1o@wpv9$%K
z(J-dnM$R^sM@L}MWzo5ljgR}`PNLRjH5$fji0y8zh1fjEb*2|p^umh)){_S4pfvHC
zz+AGrIDEyx;4%?I<V(|I(@R~0=mupNx%UpmGGVYp*D_RzSEPN-rM1AX>&TBSLv0tz
zg8BRwquZS2r};IAM#IqPt%(udifp)V&S`6wKqHTu(R|jY4FOYiGGs+emP%yvpwTlv
zE>(zgCBChg>=&pMjx4AsRu!(xE-r-?CA=fV8ltdaVtmi#;rC*Sw?0y|FgAbu)(yj+
zErmp&qQF}RjfOF?@kH2*$!Ulh+;E_WSke<PhkG$K8pfP~Q4gBZN-rFeQz%`4*zN?6
zm#NV(=6_;fI!_W*hUuVTOo5m`AP>&zqVzQ3DDt_tR{YkY6DEK*ymi-T81q`dgkezX
zvvLnyhD%o8HN~~s%hmynhVgeHetqiT#n@e-B;4l0?Irtj$sWXNs~1*ryJ?&%r^uL|
zi+cooS-mOQV5>MkR`Fu=eN%`%@_pSlNBfS;!S6(&R71NSJbtR#2b`UiO%a2JG0_hf
zV<o2Tfb$J2ckO%T@x(WAbIcO|PM8wNOi+Bgq;!cWn;E$Uwm6)oR8|Wnx5_Sysa}O)
zPeW?>JB}d^C6;RWO)9OwT|LHDFBJ+r1`Ue<cSJ=GDFWLOlj}ARYktY1JMY{01s+4t
zh9r%KF|Q-nLU|T)LBZ95c<o2M_zd~#FDvB!U6zMfkFC%V9xhCE&#BR+{pLZ<uR$ZH
z?Nn<t$Z{)~$WoklG{Gp0<hek3J$CDX1moTS<Z9E0dyR%c>F`XVSqUoSR#e)6orBpB
z5wB{<5*+kgLOyO<w8ojZvvbQc;vcD9oTexWiD_$uM#Gp*L9)^0DY>O^*wHZaUGk8P
z@=Cy(0K5rZ0}o8N+y;$?k!i%#8jjQ2r#(OR%PYt9@M}1Y1~D(f>8(E|AM4NBx#0Z1
z2bcR{YBY#B5iuz?I2Crzr^1nhVdjjXep~Y{^Q=Wt`I=_}?**fYIL$kxaI!6R{iaWk
z&}f+9`%r~X_hPC&Jfp~1T<hs0)j<dvpBjzAG;cxGI>U>patj!jrairRd$_qDrbfe<
z+W|9Lf6Np(0#pz#7(aUOPza%id_*oC(?sXPwnoE6{D5qq>1CUZiJCF`U}`i9vl1QK
z-u}nF)$fPHmC@FnSMI4;;HP664PYK_opts^NP+=gUP11}LNjk-DP$@Sm%*wlh@wZy
zOi_yVvku0X`G`ji57tuUJJ1ESR@G>*D&=4T%o{<!qse2kM*1LYnFW22H5x`vz_v{u
zo9&0p228#9AgjNuBo)ia-V@K$5jiO&)yADRL=Abouj>P>(J;%mB5<A1@Q5F@reZ$O
z8Vy6^>SZ)t;`$m9W%}(gKyOBkhT-2rc&j4;yuZ{XclRiF`k&`iA*oZQRJ#a&m65WI
zBff)**i5yMiJC4i50{n=;WeiYIL70H6D#nGPdms79$cNQURY2ViyLh?nhqU~!W%;U
z3(+L)Q;0^xh0rOqw9shk#^dprquZist0X??8V#doVig)^L;h|<<QB!KglvpB0<Ewy
zDlu|$Di2d(wW#moRcSQHI%Tz|T)lOMj2Yu+6y%fw4&JF3AE~Inn1-Rp!*W`*0e7%U
z%80uQAp0if`Vw={zj4m~w3B8PVjeK#@_{rO=9`A<hmqcisS=VHDyN~3EHoO0X_jF>
zYAP?1MnS~T5h>6$O6Y6+Mh}gK3tEe+*eGl8(Eq0to}^2oj;UiR8KYpbuV_>$m1v?&
z4E}4tXf$%z-jgDDGlAycYcz=223wKriROCBqG7T8#``{c`Mqu9{4g~dz&zZ>JA_Xu
zD=M5wYmjER6vuG?0uRsW(DRlhaL#vr{i!+M3%o;5tAs{_1)k(Bu*ihSFWBm&!oXjE
zv3D5!gu9>aAyV=WlLz(U(-!J4ra`&=7yX5+(O+l~Dv%+OAuKgS#k$m&JwEk<6B_*9
zAqMAkSdnq6Dpj6?-q}4=<eni@=>G-!q=`+VK}-xK5Ogg5V$cHMc`+&jJ`7%^m3OWp
zCI&M=H;zHWm=ryp6dGoh;w?`uVQBt_kH9q=2L6>+03lkVFe2oz<u@p5j)zYf8jUK$
z9D$P@C<g_Cp|AAdTjBWymxN|Pk2jx08Vb-#5UX%t#)rLsD=YJJK;%mKWg`hbc(I6I
zL`0I%nOuBW`^k>WL6}RrodFLVyQItAvER+t?N9592_`kuqR}YKO4O_R(p{fkJgGy_
zm^ga<U+3OG)~{D;G>AC~1xZ(1obBba;)cXOYPNz6b9+{+@u|@;<`5j+U<OcNnR1s1
z;vUq9-E)9b(cjCibU!{&Rs#1sHFh-`#je>5twjB-LK7@twpj`@n_>uQhg1B{PFy9n
z<>8~guvq27l&a_2;?daFXqfGu$aZaz@{mZWJ7bpijgL4q8piE|Y7y{?SnY}!ojRZK
z_xyC<sk27InAae$$*?AoXBNO_mrDv&lk6RcoHRUAHV7ib+)buc@n4DIVH88qD+b;}
zmbVvu?x$%Q4U1tdGMfg>X6EOIOUiQdC=*Qwv^e;%j8eP`@iC&OTYYW}jCGOn6R8(p
zk)&ZWTJ3zFD8Bb0aKhk7u{-jqYRz|ygpm_2Hp-@;NKE1B&{cy^fk7o&f20WGItXoZ
z4a$Y^trMw$O|ghZR&x%d4dOA8NDgd@xaCx}{?nc+VwEy>)KK3dswS(RSVTiOU{_vJ
z5)oinhlLBwTrJYAYK8QNLd3b1c2_mE_Avq6T@?*?R}9pT)*DDEGIKH7#;1*|CjBBT
zA$e#~=9qA9i6`%2)#Nb?ksFLHwi0WhsgXM5vb|L+V>XsiD+d=2PNd?~9R(Ru*4beU
zTn-oKV{pWYGC1;7mb3Hz4=ltA5RS<7Dx?(nMwLDw)z1OcXjmaXM}gOcE;=l?c&627
z-SefYHRx`{Z(#us!DVhS$P5=2l*X_Maje*&CujbNWi=mL49CdKLR3%i4syaqZs91%
zWeXt$uJ*24FQa@21H4Va(|mch<FMaQuF-H)w8h1QbQsEq7L^o+i@<d}p?%;Kghv;8
zaBf+6dhUtT{<9IfKCYlcM7BfzE`e7~k1$h1G~Hsoa!({))wvkqo8T&r6}1k{Fj@^R
zC$JiHIdevcu8IlIK#vW^0JmcDS$nCW3DBP}0qu4zr)e~-M9%X_wsGSvNcG}_ss7@W
zZjAXK5RS<5Dmx#C-I;UMLzjJ0-_P!7GzznliKldd{|Fc<FTHec&F?UGg0`-q(IDof
zAR$a3=(9Yjt~E7`b}uE~TLV+cg}n0AXc&_&Ak_kMPMw&#rD;CocqpHgfB#co;nYRL
z)MyxUG}@`;(AZHqW6GhYyVOftdGc{DG#W<6RTweQ+fpxFGH6`;OLqkf8RzQTQW}lI
zG;!G>S`(Oc@hR6to$)gI{8*!5%zVU58ZfggT<QguW@43!ZC>SPLp2%(ZUCZH!8i8a
zev99}?%e9N7D40g_pTbU`ihnmgo-L-9z{kP!p1(FotvCnS{5o7g)-wF^tTuQTp$97
zXJKUzq+`?b>3}zu{qp{#LdeIi^dklhW4`LBgx!Z_ew828eGk8YU^Jc6Xc%)0C`B}3
zhzL)1HKQDjAks^{_^6xui)j>SC7t;GZM|0ia0etmU0dh;`zL%2_bTh1SffEq%CAcT
z(iWz9W$5ANZ~if1O~emVqe099Y#+Mzqg80SS%MkuG4>0B+#zWuq~Dwz5h2jRGPe!p
zt#9ecWBPSeS(gpgXt+54D)4!N&JPdi`RS(1{HmbQAm(JO0_9mrlMA5Z1>7y?*;3;W
zcJ<=Zkm@hX4tz&D%7jk$6sLPPVdUO6WXCyH<I}mBpPvOBYl}%54Rh=-1$DcQ@$y6c
z#x`r~yKAA*0OsKy-UWXM1r2vE$<3ddYlKTD=HvQsZc*;U+~QIb_Z#q-M>H)zQUL4o
z5r`FoP+QP^J3BESzf~`|M86!D=ojNKLaV_EvFNd)9(w2DYq@d-Ny63D5{z#PCV^Ik
z<<hW5&-iqcQ*tKMD+_AlR@At?SmK;E<?9e~xhTaHtd0qh9A!R<xdN)uFw-SyZ;}ui
zobVGg#1YSw?~H&4K-;@G*2Wtjebs1~V+?JLl9)$Z`J8RrD+io7oJ(TaZg8i3Ip}$B
zQFi9pH@5Y&2O14>dp+tWsdv(NvzRtUTw;(q5l1){0aMZ?1lFYxx3Up1W?WL6EVg7-
zc$abN$WfP8&!K=qucg&!SPFD=QF19{uYr(W>fkoA<n}EU?eP|+O!si&+=J8Txs>;T
z^Jr}l$(XPxa*0|E4_0~z949mjsnIa5zh203Wm~}5klXXB8#eiFzGyUvnTc)#HDB|r
z5yMB1$Qc+Koi%FUz~P|*V+RcyI4U%B_@EIk_BBV+hkcEPi^5cK(dL80Ww3w?7t4i5
z!<{kV;sNE8Cx^w*;>i(LQGDR;)BUr<x1Ec3BEErMld}ah8ZK%*>W=0V+><o_mVW!-
zX1Vj1^_}<Er;wgpcQiB_z&zZ}JC@|r7VgC9;2fweWZcq=rjE-TH8gYhn9zU`Bi#OP
z+?{M44l#pqx|uL)VAdFykg5inji4!^(Ze!xazYw*+$M||#_NirwL)1VMvTh#VL6VN
zDuUgBo4bi4M+_bACy01a>0+jY(L*m9=wh{M5~x54Bn=vxGjPn%VQygAZ1HkS=}&47
z8$H;?tQ@D}2nHg#V)Bh>#`vMbPd_a*Xz1|lP<G~+%uH7SG9m}gkg6A-zOVjb8tjl%
zz&(BijCU0vYp`EM*5Gkw%{FQ@T!6oAlrBExDxCjN@9)pZKGUzqYcz;C1$}5t0wxB5
z)$-vJg2UIZ|NZaA$#6okGCmzNjQJ5_4)$V7qY3wl+2=yFx@$CyIRxOuP%oyG6-O$4
zRJlAIG>q9D8cdw;#gsSSz+KpjKbrH(i}z*u)m@`enC4li1P$aa_bAwafvu}DJ>^y0
znv88`29fV!UcQyjZpaA}9<J8ptI;su2T;Dly_lTm^WX))Ja+2_-*t42MqySm6;>BN
z81KEX{rmeCJmIIW8VzFBg}InX>B?$lMIuwp6XZb?>;P=GR0%sW0%wlhOTlpuLIj>q
zI$>putF#QcF9s(()r(L2slS+p<+2T$E?O%yuN0QZU0qpP_&7GZiS;i~Ei$~5V0k3*
z$AHoJ>N}?GISH=t(^XBQVOD>^$n|8*)v0%kxQ7kmb`K(_VS*1S<@0jg(>HC^#)of>
zhWS1h2j<kA@gx1g<L=YM`pW<=>Ujmtj^=I8H<)zo=+=IM)@T&NmGnP(C>-y*`1Pko
z2e0#8HqvMi^G0+yaqTx+e`rxrImK1vK-LU6{9?LeO|%05K62J*xCokbrn!o6X>{B=
zLKUbDgOj5I*^pj9uK=I3Q!hRhP=C2j{ZkR-2sGge41+w8rhhqc+Z8IO4Z7oLA-FKL
zuryR&0;%57B--Z>CHe|A+gm~ByXngvIIpiemOimLONjL?HxGU*qH=Y&1F8f*EJp!W
zMq)(lNN2)9!<ZDiP#<FzVBQ1=Trfux^5tsxxP4WuvRMz;zFKgj{7=hjk7XruySr+^
z0dnfaN43;nR>p)6Xi<`C5kc)u2}OzuLV4wQAjpLsw+SNb+Yvisgn;d62p&;N>necP
zch!pz^Xf0xnM^8R6pn+n<%YL=$&Ob{)r$|V`pe3F^RX?Ij$k&Ujksy80`y+39nSD6
zMWazVYF>n;qz^2fW(v$?i@WyjN=W^TW0!`6b1TBv%Ze1`K@O5i#NY4EOP4(OBDkjN
z#is)5FQ(xNw5<gt(CFyjxK*;N<^V$HM$me1)pT<lqT9oce+8;$APg*`8CM`?Kd4$$
zS71qy+!MFDUENC?6MfoOqv7`LfkShhVK5W-ftI}z4&|yBA87R#(=aq;(@f9FEjG$w
zXTb+v3S^1ep<LoO5z}ZG{#oQaEerP}!dB3xOD<K@%vTY;aegl36beBcVVQ^&h9F)G
zc8e$%%mN(4@L>&IJJcAqgU3sA3o#hVLJSz85CT@|*5jA>;3+M?SniV969?J`R;Z8X
z^KASaA9{Sd`aBCiZ#XJkS^~?7VbAv;;P?1oOUo}TS!7)7@ebC(r#Id6+1D@-bH-8K
zf7fUj6YC`QdNJ8>s`x%11=DC46DunAc`@Zm!JBZKU1o=!Th9K>PpdQ<#=HoHmzrN%
z;%sf)I1>1<&Q!uAMsoF|-P#6z*a+JhCR31iy&O*K&9r8P3G{I#2wXHGhy&j0$PN&N
zD~>kbeCEoB5BOC_qhZV!s5)8T?B&5Gk7i%xhjDDj+z1+Eu0il*IjW8Jcon=Tqh5Sk
zR{iBVs71)*Ffm2qz%jX$Jk53(b>~#qL5+rm@hqa&9y)mxm?ZZ)fcz$oogU(L6X1&9
zpwqbQj~u(=2<#xtCU^@?eR9*W<(%4RTM*fNPUk_{fcE$~EKQI$%KAD@kM<$U2tO2m
zc$HA)S~1kE<UXyb(J<yE$V^&hdD)bRFlSM;u1iuf*a9|~)Qb<g`ip58{T)Kj1$3v7
zcA}lb2PZq^7u-K48Slg|>y95k9$AB4i`Qp{!9>USmP`Et<y4$NZB9$9_~5_}eyI?L
zQI^gS7~i!5=0_ay%3iLCd>Sz18N~1W41h+%d=|hpY|#{4-N5YBFb=yU&yy?l;v;$W
z7thudb|p&%e7W|j2V1m!bXmFIQk_PFm?J@&WFw<Z28hVia4~XSI<pjRXCI#{iv3T+
z#j!?3<&aJ32yNz)hnk047n1)DvaTd-?sIi%`R_EPn2qYT50|iu6Fr#H4!}~fyyP4)
zwIx=K2IWDR5r7jVUQF(5F)%e6#`Ldy*<~$L)*OONp2uIzedWB9iv8M6qXEprXL&aP
z-2o-j!(!^JaJezD6eCI^6GIR=WR`_Om7ism)@hdV3-N9TtravHtlecePA|o#XzI1b
zaeIS=*$(ICNf4EuTjV_#q;+SX=GADJSqzbhCQ=}`OA%%D;&6?n2yjxKfZgW=g5srH
z(FDvEZ~{Ro?jUJkiCGvi%H7<?JtmU~_TsWZ((rJ&K;yV-s&GH**yY|1$;azHJvw09
z!toeutaWmYhP7Z6TE5Zna7k9Wm~c;|?8%$_42MR;n9FeXkwJ4_NC;Opuoxq_PSDCW
zN!Z_taG1akp+>J9=sVfZifA;*bRo)>P6GhrC<wf@mmbFb2NpirU^Q%3s+S5e5rvgN
z6B#+1Vau&v)R|#Aqm2*iHq`^_TGayqF-4+KP4Hn2+mJdy_SltV+ley@2p)^{&d?*(
zGS)2c55FeTXt=htEtL_Li$hN5#bzk(PC!gknu&2<rr9x77svYOsz$?1SBK_N(MPu9
zBk5hc>{CJJF2_fsVa$d&$TjlzDe3ZU3B=l))Myl@Sr4imZK6`ejf0CEVW}Hdi1qCw
zX=~${1fh)04p>e-IB5dM=OC&SycE3zrA@3>J`&exR81;zvo8Mo&xtEXB?pbJ)6Pgg
z^lFJ;N7HB!vmJUVbPcqXxxj8kA8l(3)UH<4Xc&{UwxjI4^o|c}wcxjavA<!H-Q8AP
z=*OpAQE<=z=HVt@w_-|BZaz8<bgQo9-K>sHfDfbh^n<G>-VFE2s~2?hlj}lVZN3s>
z(PKS`ej^$l4PUM%0KR&G``7@zixX4*#WajL5Lkq$@nM-+F8d*c=?tyYhYgK}LG6k;
zZPNB8-PZ5A3f6lk{JL((1O4$xh2}kJG>Ew}$t5f&CZ{)?oU^vMu^AU3G)#>KF^jQ%
z7QjPXnBcLUykD{LxmhiK|EvY@sSTML4P)*`%n4ph9uC#PQ6Ef=hA}Ch%SB#H9=7jq
zw59q*2^oHTYBY>_4)`JBVlSpj+i%EgZhglMjYeTQ6x!KFDi@#8b?5JQy**`^U%P8G
zh*^T7?0`zIbzV8(Laqrj^SY<Tt!nItsnH;&s2o#f8-ifNE%$w$KC|Q=KTM4VF#qv9
zW4es$FP)f6i{)rCa7G_ZkxS6}77q`0>cvNE)L)!%1Z$b<HZRWB;Ei6XiFhHd)?+jp
ztYsgs*{ftWW!DlGFSw5NU8^j5RpXvlq+?ZaY87qhSui=#h4^bCuN4mac3$D6p1=9Y
zQ=`E)Dnm`g6uhvSHV959!9_H5pGMY{uqWzW8k;!M(o+#+;Zqzb=Uj$fn*sW$m`20w
z`-?=<!$QP!Jx^~}`-|KBI+8|%nA1=s6h(fC*Dy(E^=QBtx$%h`dspiQn3_@6XcVSN
zmxI=oXKO|j7tYjGBW@WZ&*qgluT33U2sbWRyCW_kOU7PP6Q<WH_r@JGiup<`Am60X
z{?oN7g<s$5CuEHVG3TH`y%Mee8&b%&n<YEpM#q+sn1nRWRYHx1F*_n=$lGvVS3CXd
zwIkq;oEN9{4o<kGqhG^mGz!!F4{F4vUQ7<Se{s^f@m(k3Rf?K2Xfz755_$f3e$Bc0
zTfq94Z2Qm3E%W;L$y1|2%o)fcu0aS*X*uxdEOB@3t;gWXA)QZ+hA}%JrZ)05+&{HL
z^18&Jk#*&r-A4X2$B$2q1~KzMigJ@L-z!hfj4WM{PyOVn(J-bzpVH<nx9>6X8D}&a
z#H>Jh;&syMlqcci!`hF8pu%e|6FX+SI)+Yp68%#+ccA&X^SFWBO>@vQ{&Lh+?a(h@
z(fMKfJ0=eK_<E3SBXXss&JYh84P)9oILBMw(R;Aqhf{W&{{>9E-VFMbw_dO_sAw3I
zZp8^By%STWV*fH=Jk$F3hgS{r4eHfs7?VQs>yCxwyO{=TF8CxX*9^Xo-fA?AFR<;b
zwUYIy!}zeTm6FqjEudqT9AeNgCWg?9WnMW*qx}X<t!|&P=;l}OHX+RpXf%vj3*dy|
z#gt(Ka5!i4Q)}MsU4reUVQMstITrOw>tC$r>ct0B{pCtXNV?s@*A7VUb}Q^nB~E{S
z*2lAfPtA|hXpqk<uz#W7A?l%SJM}7VCyX%3(MXk!hTP(Jfot<~A0cQo%&@-@_}p0M
zU$#%U^o&dWgrLzN=2cjK6BXbxuL7v#h{oA%l8;QQ-^)({G#Z6z;t?HD=*8rvHmQvt
z_!(G@hA}S(Obok_LX}>O?!joX`=|0HS@_FW-V1R!U<}J?l6PpZ?;43lgM4G|HhJ-#
zwH29-N{kP_=*qZvf0u=+YjNskrAUlH!<dwMP;0Z6sUOuFv$J;4XqJ<9<tevi`?Z-y
z!<hbc=gS^8UC{fXE4B>u(=Ck#Fb@y>w-crONKsLw7&4B^tK}ntGMv)XuqA}h!GD%h
zsV<)f3cdZ~?!3)-2GvTHCN(W)adE2~73VK<X#?R<jqJ0&yPO&giu_;CP2mc0gXg9h
z7|&se_yo%JB$jJES%8$PUV=81`t)3l2DO(;@E0Wq*2$CrcqyJXJZLm1%KraWd&|L*
z2*Lh+aTyCVot=vlSlQMnPXEgC{7UK#-q@^FR-?hn24h!N6hPX-yon`+<%U^YI<XY5
z(JuYR`^2sY0F58nT^%&YPv3vV&p+L;b`;_x7(YgYz{sIKV6LO7GRgL^a8X3Kj}gfa
zok2djr=-!K+7dV&fz!Oi1s$)fxV6EdfFUmE-fqsjIJ0{ISOIU@_7XK3#%zXzZ@pUR
z)tHmua2Y*}go;I%EL!?)&@d9h1<}sOXx4BZ)Xk(VQ=(5WJ0U$jjNn%zAAVs8&<|_(
z{N2ks9t(;#5K{vz&`rwtFv@c_nTh9|8Z^H7IOCBUh7YBiL$O+BT^#tzkY%T1)wIsm
z^g+8}BBJ6;a1Vf3SjzOy34unhs%Z8?`e}r3)^2lBHF_9#UUBBq;hX;q8XeZZbR^~O
zhUYT=i%g$jCL%pPjNj6}nLQNgzv}xz{bZmQrBcfFS^!_YQhmXxdD(+^(2gTj@h*g%
zBC9wQC5{hc*t?x?IJE|B`>egYagV2$CBtxONX!^CT&?>6Gn!nSTLex{Za(a{n>B~j
zuSO5!onCu>U(srF(75cst2<5I@&zDYN62PiFwo$`cy51>CI?yq&8d6ld^mdZ7eQ5c
zEoeG{4?~8CfRB*9zVB5H>eLI0TP1(l?3(aes#06#??Dn{8a3-^tTR50nb+TR=xFO&
zLF48v>sPLw+t99a3>wCqhnTZTj^;D9*Hxp3QP|>+59%~N6f`D1II-7;yhDKbUs>B2
zG>rKeVp`j0<m2PRN)hYoscof7$Dm<M+9fF=J{<{=*q*AF3SnW|I;8%x0tH^Pb?A9u
zE1Ha#-@*+KB~zfYe1NTh4{ISCj^au$dl%S%c9Po|G|cTfl)%$cs<sWdB=|yf`DyP4
zjoe<hKbmygcOccvrBq|kFy>!~DOU^3RV7K)=wUo}G%LHJ*4iMyV5g%VvL9>LG(<PP
zVT^WoMwv`QBuvZ(mJkbs3q=som8NLsYgi~gj7f`jkLch1J4mNLr_Rmi{<04$Vs%|x
zjpZs1+=QtHc+2LREpVB#PKe^hfhV|!&U^)t@nI~gdHmk95xL*%^V**S$jr$RtWLvF
z2sV*{{Se-hWz`D$>4$K`Cq0aFMr~a%XWE-Vqv@MBmmPZWQ(&!J$~XoM7xFh2(j)|T
zR~JR5K}H{07MJ7DJdWj7OMEN>Tk|v;E+-jR61t#1C7RDPX#~9v9>!zeG=2Hk4f|mN
zani;^7q2;Li<LYMeDLulE81ggKvi$}a}BDQ_%Mzfye)Z0^1h(4_dmfiC(S(^6id8X
z*8IjZK71*-B50&6?SA8Hr>?cdO!tRa+q-tN+<lwq`B1f|A+wqF0x>3FdtB>B(p=55
z<I+TD7+L=xl3ub;+4a*=I->SD$0g0_7oCX2`~*(P)5AD<-nEauaQU4<ei5fpLFOK~
znSdU~BNdm8ynVymAisz+{CROWE~2+Y*>AuwjSnMw#>K5NZoLjJqq1H^SBYYK3bICX
zm0acqL|^}c9HL`I!OkMO$^K_IN39`eT+^;G3^b3Fv{>Hh)q}Q@$Dm=%4v4ub0hQ0O
z{3oY0aDYKw!&o6+K^mvzH5!E}Fh4=GmXCkN`^oCXXIi2DvW^X`XA4bpb$#_&S`<ha
zCYKkF`FYwJ4X}Fn+<)cS(oLb_f9h%v`d18<!fBpx!NkiT$!uZ4Kb`?N)T&a)+d+d(
zdL3H*U(my_d}F(R@_{BbtX7Ceyy~pcFlG*_-j|6U)sqt@@L+atdGg44y<P-$)-W|1
z#)J@Vm>`@7LdnVYSw@!KZ;9%D|NIyg34zkF)Pl@zFbi{a7rCMiS6@|o=C1?yH%6X2
zdgY+eFwb-wktSQsu;EzFY>3nTUqi_F5GC&;=e$7OCo<P$z`(Hj`ZZTKM4nIgVrn#u
zc@74^JVZW?G#ihDc`(Lqns-z7(N;m@&#B{Y-S{h}8|?3ugY@DL2AD?7rvXVUL^jb<
z8XKNH-fZ92W<lebM;<?1I?bQ~iK<Rla-_>^bs>RbxFBR=%I<9Z6d!y%#&LV`TnQh8
zhHG^gwS11O75annPL^-`l$p!VY#THxE`Fr*>LVu9%EF|3TaeJuXcVT2S)!vE)=k6c
zJiv}D1(({cfz--XN-Ht_=uML87&KhKbI2&(cng9c=NWhY44H|fdC;g4ns%_@@hQNx
zg-OAp<b+@U%9rn5AsX5=VxBCP>Q42NOO%it_m0fI%O*d22{(m_*ByvkWU=;rG)%wg
z<c~J>T|VBHRSX)g3VOA0$*uvp)$)oV2A3LlC7KC*7)J^>-}do-*tk`taGmT6bmWBT
zn}DHqaK+8CPImdqNi!~PQk4DE)!)+ygX(3X$0r_^b?SgRg%9JupS-`~h54`#`((4s
zW)JqxgF0C%8-qsGNj!_}*GTYKIgWx-FFqro`irk}XG~Iyj=-DC3M~x&9NyT!X3!Yi
zKl|~1vx|UFZH-5x0nC59<|GH6f4bD;7)^Zm(L6k?;|<sh*MZ!kwIQhs9@lo&Q(DG2
zQeP47Ghk`;kxY&#pTX_y8}n+P{Wq@iXx31pVO~Qph>2n7;5wZssfw;ZU(Fh7G>l2{
z-4>>82IN4yU4?GKR)vz6T`#ATrgnGuL=6lgC<Y2Ngsz5{z=ldA<pNeXoZrcI*%&a^
ztjxaYz@ZH4_awh}v0WNs7j?}eWtKv_AIdHY5jX0^r?0BNn1(C=G7K+1g+TrakT4E4
z^sr)tp%A$ijn~*%mN^Cu7xF&Vq!!kM?2P>h9}!!5d#BE~zl<TA8mvacu>ZwlWJw5%
zdHsN2JFK27tnSETOA>>If$2`@R0J-x4vM?L|Btrs0I#xG8U{%SEfnd!C3NW`h~!X0
z?_C89AqmS1Aqks=7DcQS0l|jSL=X@}L<CVpQ2{9eN>TBk2nvb_2q=owe`e?1+4r11
zoO?g7|Mxt1+0V?GcXoDmc6N4VmNdRUPTXAd_Rv<HF9FrAnli{O7)GvYs^mxH`f>9n
zxEW$2xX5wN!U;zkce~9fb;C1$O^%f6?{W6WIRJfr^(V(aT>662yGo`C!ulbWr9!<M
z7?p~-#)dQL#Dd=!uB`h088fOdFg&XIh&T#I1&Qx~*Ep9r2!d9~QNZi&k6~aKZzD8+
zaurew9#az}Hf~ACLO$ViZ&e{}e{r)oQPgBBGOrBJ<Rc|7{2U8=m5vM5YZ*mI#u2!g
zJe|}iblr3fj)Eb5!QfoinGQy0<1{!<wQNn`W|HYRcQH;-9r4Qyj*}zX5V+wvD<WMo
zOJhft%eDk=Sjn+E+KJ1oL|-gT(Wn&k=9}?S0`0GH;!KZmi^lKEYxdnRFpL*73`wQ{
zFBB4S@}b(pM%1poHrMh(Fi*O}>pKOB$3{>P6tF{gv^*cesl<kp=DDL;pxn#thy@0G
zT;JH(7q>%kX5C>@(HZQ|hptB`6OP4Rm*F0TjVS-<)CpJ1H1~-s3*H~npnDs2Q=k;M
zdW5S0DRA|(h;TpC-*U>~-g+=vNiL@9No+*)myb2y{t{er{QAR@q1_AMt-596uq!&x
z8!2B88(hj~TUKn_mz$c>WXh`pc-L_7EB=CTSCyU$t~5tFFiPCvRpZtM2WEfMqV(*j
zRQ!B5+)ceZ5`VtM&}-i`9aPx2(%s3-h$7TrXhak+{C%95_vH)EKk`632Cs#b<V_i$
z0nZ%62bSU5!Nxs0z&oTR4*zwJ|JkmF_*nc&l#@9O^e$F^Hhk04EJ(hOffngZ^Bx9<
z=K@KQT@l_}B>b7*-dGyB6_OIFess7|a@`)l3`;YS33MV(P!8Q6tZngvOx=>XRkMHr
zTF7n6Xx9Yee#NppOTXRW8S!AGY=OGA@_2=K&ntd(LaX2Rz73RF28{*7qaA@<ER;Zz
z=B}hWGvGg}M$iQlSg*Q+=Uufss0)+!#8$I1NXJ4VjPA%T1Y*jq>-;vZnI$_Ah&pj&
z<6Z;6k%IKu8Qzl|73$yHW7DA#CMc=nc$~<}vnpob0APU@L&Gw!)Up_Ac-bphuxSH=
zSZbQo^@fC}aTfY|NKnTSdNUO!_Tz}O@Ame^S+H<gFgy$D>f~;cxp)*7Y(z?trC*&+
zgoFEC_bsioWd9Jr*^^im28MB>Dv})ur<tG$#T$3<KiJqO-X7>In0x4cz}bRuhJj(6
z>cXNRsJEm9cdf$K02{88iK>^9a+<>J;;Xx=9N66naJy5BFbYsid;iOQPo>o|FnXrc
zHAXK*iZcaC$KMFbqp0E&r*_T$@YNYj%<?Y)Uj)I;kSQ5Vi?a*`7aOtt?SuoF!)y4&
ztmM=AmtSfOw78O};>NKt3hv-%NAtD0emze1Hs4o7h~srPU7A-Z#wWfQH~8=UB^#OV
z<NG3ha(a-ZuIyFyEBfiK?}wf4+XP5oTy|U3*lYNpv4!4((VUhGBY*`LU@?Feib09M
zMoigs-`>YFeu{I`ZlG3=eU)y(FwW2iR7!ig4#C_jPu+L_z>qIJTQGq0O56XzGm5)E
zhJh$Sj)kEG43lGbbSK0aRsV^dOGr}u|3FfTlx{>766G(_rEkw3-QwHpr<no>q=VQz
z?HigGY91^YoQM7(V7C~w_ST9Y8yA1;j@SMGoR*`&f<c^((Q=%MOJ))64d!4<*IT#y
zM30Z~1s2pwmJ5_0WWTHLr^%%{RQAa}!OD<4i13cfd$Y!D-`@LewF=Z{m8II0#MD?0
zOA9~we9Dg%eB#@wk7gCB4weIuiMxifIAkYMIAP#<SfS-(=L^#tf3)g1D2(rRLa<8z
ziD3|@x>rHp57-(ipB!e@aEnb_vYsJD2Y&JbF21?YT&Z>syemE;J-JFv`fbfB>BFnk
z%*>L|88#9s9%se{*hX}ifnbiwQ?CDAtlXJ6IUBwl07B*yTw!Z31{0~yCMDrO6CiiC
z``KRq77XLu2;w121>>~jG=xsEU^LEOR6;}PV4M~WA#hqS8mAM3vRoz@C(+=!>I;F>
zf?=FB5og(d7iT@h`2x<VS4Vd}R%O({#&Gqe^B;30zGWFO?-q=v^A@^+oTHG&xW)I|
z*K5l4hjnb}1`7soUa4p)M3v!<yC$mN&^tnzi%B(0e+VHux)b7S`cDjlU;96*-xTRU
zR{KP#DEa^MrmO}qUp<nd{flP7v(H%{;^BZrHzQ$SaH<qe<-4wn@LnZS_Q`Kb#-DrJ
zCzdQ2F|cavd6+5-rv<|}F^|Jvv`6pk#N<qPMbYI?fP7ib$q?(ng5eLGMsCbj&UB|f
z82_pf9U9N;I<)rtJ|Q=+C|&jVaUhy5$-}`gPBcyID`0+Os&&qZ?c*Pd3njA_4B}h?
z)G1$+zfg~U|27j8a^L~Jui39rqg$Z2bW;c(TQE$!3Kx8hcpQm5#zri?c20cKdIR`3
zqGxY?f8#FT$I}P{@piX{VVu*z{Q*^v$7H9&Q)PPZ^87My%`<1R7p(S)<`X-le!Spa
zz`i^fy9LA8L(gD#pOw|;?11#4tVicuJXak(jF#51U=XLW-<N<@07ZKf+``5Q2?0{f
z=9?+V_9Up&04-_3Anq9`Y@z90egA>pg@?o8^YZa3Rd<(O9g1EH264_poWGzMHB!x*
z$Ks}0hBJMSx7IJrb?BUWJ7^YA>QqMU-yWtVfMyGx@v9483fqxt6=EaELIeMX?&QcF
z5ejD*7{-|&K;;NBzf92EeLv;PdZfl#eM-QSM<SVAVPG^)CmYA*;>73j)SG#N-hO}!
zVp5eT3ogzuFpTpeN^c1|GWJh%u#!*v%%sGOpf}8D`-Ur5GKW4TW&;gQZZKW^1ys04
z@9Y!^F!mnjt)KCC@n<p_$L`&sDSQU5Q6B4Cxzo`W>y*2oJ}O3)HKO8fy!b76jsF&M
z*muqI*{{Cb-X|u0xVFQT{VPMsp#_6D)w+oQ{`(8*RpSIdpG1D+y*jdHZ>Xb(1;fav
z;^bQAtq-3(_U?@Na4o$p`tr4gZC?yUumyuS$DsU0B2I}y>t!-W_n2TMD?iSHVVo;r
zHvB~r`lk&`&xR+ulT{Je0Q@xR|KJFwXf6&y1rd%NoZ;y<YFfkp;3`w0&Op5v)vZr|
z47CbD@;``kQFzs@Ni=iB!v4QeT?H9Z*ijLinNa*S%NdK&)$_o-QH`ituk1S&7RCF-
zz+atudDnMVi$)P9aB-J|i^tT|#Ei@ocuo_G2;p0c66=&=^k^6~Jmt@kj!<d=JWTXs
z^;{z`QC)Xn!+MxI=<8E-yn({l1q26_!*&=Bg{`oMT6bhB>B8?&-($m<SlrPx{jvkO
zQaUX?0aC6&TUlfY#DR?)It}-HB$s|zmg)2zV@lGWJSP}U%Co3@u;Iu)?r2h^8C|4j
zbR3sQF3r#3v+nQ=2P_!Ii8CihlX~2X9K%N3_SLE(#Se7xi8bdB4w=*qlO?CY5)V+h
zCtIYZe$?nrpSZJPSEu9qU460)-~tfi>ULT#KexL+c>3hd#HX5HZiT*nwQ;Jdr3KVG
zoNY28OA&r$Zm{Ctn^f@H#U?)S+?qe`tWmiG|LQon10lE=@`q9+R5^9umFWSQ0PuUm
zW36pO{2SZmo;dQ8^4lu$P%yDDz<@QWUG?Jm+de+<W>U3Ks?UN!22Mw<r_A*d>?0bO
zE|cBuE#M>ncxkGSsCzYV$pGO_b>OmUMEolSV)kxp0ci?u2iJk(Z$6MmFcsBi*~3+D
z5uQs{y}9x(tAAJpj33#b=5afU12*gc=MD^BeW$hockY63sz&_$WtYaAmp1fqM`KU-
zfX@czIoP=QJMbVgCGwQ#`HsNbR+pH1NDMY6DOB5?vLDfV0GALpZn6c`xuUF#Kk>?x
z<PIcAV+=Dqp4{E|)vVxsjiUwhB|?a!fd#`j7XeOxVHE?(QWGF5mW~L4-hyHD__mk7
zxI*6n>RhJ&|M<o|z!855^^Lw0AaHK{|BsJEgS`98_Q5LTnXnUega>^`C(6)YvJSf;
zSZ2X6%i?jCW1$I{27P@cIu%R$vEZvIq11u}gE+_HCZtSaTCtvWXH|ek_o9Nw;6H!C
zY%+{hP=t5ATEFA(tVY`1BZcv%5<DDPDAoW&PR7zA2?N78mm|*6AV<It#T(S<ZVomq
zs$;)A{^a@xv66(fC-6QqFKNQSRzu@(DXZa4gJtQ@o0ysb86g3?2>k*oL!bKKt1dIM
zoAEEOo~S<}EqinzyxzivzR%PQ%nRd#G$H(g`y;a>=*s-weMphD4!nW>0!}hyq|&3%
zUYp;XJy+)~ef--<CQX^=h1IWyr6*6&zck<D&}yAqB4^U>X+ZQ}1o;80Du2473Bx;~
z&QogQ#0jd%ljp^T7@QbvTodCTn7-;0>WrhzB(K|wf{3d5MC<IRLTCSKpv*f3k0EUS
zV)Smd%1+W&ooCmze$C>f0^nwliD4LUX85m9thfeY&Kv*OnlvxIx%rwAKku$?!83l8
zE%_+nHyoll*cB%_#%A9(FJDU#*O_FEg@Iw5s+#TN!8qw&eq)><f7T6HRu)bRhH;{V
z$|r(x@>cBs>C-<Rk3}Duh0}szoG8F@N-$2oWv<+4V%jTpi-p2z!7xsI-qkL6LvdvA
zM5wMp1U~Ixep)b$6PJvf7EI^L`v&xi8UdH~i~cD4dad^ghoaMhVVo*ndU7yMK2Xw?
z%eOE`w?1@g7{-~6yJsmVOyVS|vcsuxjLA++g>qeK7%^x>$J$Loe8z&|&y0sNl|OGc
zDCU~hC;%<(>;H6JtCwC0ZQ%Q^7A5~DYE|GQp>6vwQmY~xBRj%7(Sa|wld1fwj=Oj@
z)C^iM%-U`^gZbJ`kWMPRW*I>4|Hg&&s05?hjexM{%zslBd|(v&BfBQ1jl|e1BVqrW
zD6CPzuALlsE+H{3u-f_m#)iwd&*tk2rsb$$#Q!73u&?>^bxDNyuV4n#Y_ErqqKf^y
z7tQ|d))L`?(GuYl!VNWVCk)L^{r5Obk#l+4b?F)cr{{nlVx@&N-f^RKVv*E{ej^h9
zMNx3-sqwdwiNk`{!~Zm2PE%rQ$}pKSE(8nyp$>D}BH9A+DPuvpM52mE{I}M`r@&%=
zv5X0LEJpW~Yi$P*Pg^bI8`P*U@u?|)Re&wY+CD58Eo!&8x^26<(+l5y2afXr&perY
zyRRYOv@TIB7{oaPc%e=Y{(M-9vS%8WJMgFovNcxdF#8pu)`bPbh~v?kjD;our`{69
zIU%O3xe~G(j0J-@@qjJy#>ciD$dX<c=jKI!$Tui*Bx-AwW<EM25gybCI2%|$<ImvF
z<dWd6pA_3i`XS+iq1a);FwWv3Nv9w{s2itkFzsWJC6vBONJw@PMG)cEkN6|#84klA
zawu#8!j}fyR?G|y!#FV~!^X+ci#lK^1WpTvapK_QtHBKBTM%7zB*fydU>K(=_Lm9U
zM}WK$d3)dh*tFpKmapauwcsom#(5Dp<<be6Bhs@|li^Y{5uP?l7)LMd1U^z3V%KvI
zWk$VNF#0>H=DN*e&aKcLu-#!51PHPIlh7T;Sriw{Ww@RKek9=;1{+c3(${tCy<5a5
zDqk+My7`xws_EXcg@Iw5=0-A7LZt?Hb_W`9xlHeehvf%{+^?e#4@z&1b@s=Re1(Bw
zoOzMXYeeTcP@xhVQM=-wGiF_i^NG6O4H4~b+y^-8;M{so(4>2I#JK@_2iOm{6o>2j
z>G5G@^}4dS`OM#EVjGw7iHGVPe&tfvo<3KrIB$Bu$Ka^25zWrks$Fmsgy1{7d-z^^
zDqbC-m75Ru5Lq`^(rCMbJ3oCns+Y2}0r2~yG0q=Sr;;6fVj*B0)-RbipWv6q0Y3s{
zn$92}Lp)`<*7+a0QZ|%KTQH1s2jT>#08VEzuw6Bx#;1+1-+o~@l*Aw3{l<3}QdK~m
z8m%8WqTnN(&G1{*h<n%09KUXUXP@YaIU1#Uq4z?87lT`94UPj>qZgH;FWh(Px!ykU
z*zUe>%@{F&!LJuJ;6)G|8xh%K(9WGVdiccgHLo2Qn%vj${&%Flfsz*II#Pp;xIQ6&
z#QDg3eB$t9oiAL-kEyydafIIIPk3AH@ag)=<?`iW5*p$36hWsL6gGtCc{5#?|0z^b
z*tpIhc+&9g_6O4bXjGYh`Y;e8m*f0+pG2d4RY=xrFu2g6GD&$Eye0C+mCGMc)UgqZ
z%5=(`exoE*dvA5E!xLBAGWZNHIEwKP(1>J+oGLpTZawH>E5pj^2(DNYA(b-3MmV*L
zd|Yz|L`sg#wfpXIr8+V8^2K1-MN?A}Au(gz2q(*}cN8H_#%!tlgQI=t;5isdg{=aG
zih$c8WOq}Xn@Vyr4&-1qGHy9E{=&&Asm^G?ot&UDyu2P49hTwdU0l__bb8=?<WCq4
zmB`iWhTbL5Tc6${;B%@9lyYkoHO3cJG7KP<w>Z+n$JE7*lG&p8#iAepaQ&tvAOY(?
z!J0GvB=)&Q@7lHPjYrF%gb^>o!0?(w5tFaeerLpr&K-x~y^Q-_{5+3S#jH6bNWM!t
z)ZpjbHA>7Y<CCiiBpw-#4L|)S$gh#xESy&mrR&L6t|DyAgFm}>oVzVH66+kU1DOQA
zg@NH=89f`RR4nOPGT*Mn2_^lY8dwqbWj>>goB}x^t}Zl6+WIkn41X*)5f2S~z8(8N
ze)&nrWxxO48tb;l^f4=cB{BsYaiLfGD^Kn&0NSK%^__p^)M7C<d}BAz!|iuYuR9)Y
z8`lT3mUbIRI@Kjt<vRpovgWH5-dSSU3CLWVzBKXY!L17$?wc(pQtd9Z#XRiq{`_-8
zJNQIapB^JCjfJ2~twmLILQ&i@f;eUNC+o+|Dg3eAOq??C&mVneoKvYTl<%4J)*JoD
z;Ew8!F$Ot>jaz#K>NRO)smEx9kX8{?#-tFC?{L}H!4KZV+c(-L<N&lou@R+C-m&iT
zYju1g*IUav_HA{aVF_*yas^RoD4;d5EzZrj!5mzd&0%18<fi~9s`61zMrV-*k2!+9
zhB<(5z<*bbIPl(_5$|qn;}gTiM$Wlf2%hlMEWd=m%?EL->f#AP3Rd8cun}{M{MB*a
zc=%C=@l^&sy?8Y1(ARH=F}PQV`;d#+xNZc<)VcYjZ$jbn1<jc88}cJHX6Fw?KOYz2
zxG`ft?elOapSbkN<!#Rw9s@H&_LDOY{;U8+*H1p*wO~BJj9(c2x5zt&NoX1YWEUbS
zp}2?urAM{}M1*JwXI|yTIa0KH&wK<Q;9ziVIm3SohH*v!PJjN4^h~Pd4V)i>do(s;
zS<SJN<`?-pjypWcFffc6ubkz0k`~mUP9@mB#QpE&Jn%yKF+TCfg1Bylimxyl6eU4^
zi0~1f*}s0W^VHYIw}s*-QOCzdzwG$rCkn(9??8oge*pn3_u9|RZ(qTT#`^2-TssfL
zyr>;cJUHOTcXm|h?-PHXTGy&_ffc^mt{qee4I2^-M-h+tzhdsN>;0Pz>*f=mKb>83
z*2U!vUJ{0*!Cyk`t&nGBj*V%ZdpBTz;jfx2>ixakCqE{7U&P^|9qJY?DCiSSA6pnz
zVa+_oI2a<3T#Rx6g11NTe))WR-b;sjkqf&fY<Q;7%SJZ0;M`%VCTxRA_#ijzfAJ{O
z*zjr>bWwsCk1p%N!0_y$kjkw{x)&#{b#Ppa&)qs<+f;~>lSwqZ82m0aZatIJaDHpq
zx7}EXq|?i_X(=E#Z>G8`0*N;YitLIb;9^N`boI%D9@`PC$jHY*O@Ung0nAX1n7;7w
zJNB>l`NW*ZA8I)*-^09vIC%f48d2iJTWc?@g0sNTO*bd~ymuVSjUkjTgmkG5O(?!h
z>dyz|<WQTV2Vw%CRgLSfxDhA1-qB@Cli4PK<$L^1QM7=1X5bc?nA!~!<h{W!bg>7Q
z8w38TzPRFNHJCA9mDHn*@H`MmMMZALiI%6^$(eQHcn>tem2|WQR-bK_XJhBZ^?Y(2
z%|<*+0iU><J`nMBjf4WcO&aA#>j$dVZ+;?q;}Z+PNO>B59xy|E-flc(>X(%h^ZB%j
zS8;yWh?Md}y4*GacGB`c$8N~GtiBObWT)IsqGUKpDQS7(2s*8ApFKZy;7L>gM-+85
zH-EWVZO`836VF_lK4eahcFY1ZiQ1Xr21i|q)0AyT7GUFASYWjEJHPwH^fsjoW$z(n
zu7zd7jkIIO^6)qd0p1^#kT5zsRmnw|-|#|0!H|1s^h)FvxBeV?<f*NHK=Q`3+n3C0
za<M*){xh076)c5-T=YiNZZLCGqZjM=<URs1D~GSwH5&dbk}5x^&zh;G`l_JOyB-?;
zm#=(NvzHFUbJ5qJbYR|%^pNp>PFJdk<aswBT)be^&|Y23NXmv(Hu|4PLJl;bLN4NA
z2pd7Aj39e*@vi%t%zOkR$!3zcl|XoGM3HluRj+P`I!<lQ4*sCQ!9l!IqJT=A0LaP<
z>0yK1TuSsl5hruO*8+r?4Hc4^YjOHKVC;KR39uA~HSXWA&dTb%T8zNaf`Thw{brM1
zEe3?WXf!=1StgC$Nj4dTcyAnac~7Uzaz-X`i1GkUoIyz&I2_u@C_p32<ysgR7KZMK
za}v!&Jgy6D+)^yyj3LJ0^RBMp76yiK8iDa{5FBcE{fVvPqAKPGoR&(mU>K)4oJUH-
zD?0o^LfrQE?wN7(0#?d(&EV}g7Hqg$sn|THQr(5?K~SHD{~R#=gk~-5GOb_xY41Id
ziSLfqEGM2gz0Waa&msq(g<!FO?U0o#KhLOfhTx!vVVtib&bMf$FTvzUY}{xzNWG<K
zHms89&a~kO)2Tap=Xxv}(6|<T3^E5BH#Wp$A!_g@g*62cG8qjHY(%5%YnyvK4K*Hg
zN3KO8Bcyux1{*i?AJQ20p<c5)_@fhb@asf#c7GGb?Jt2wi*aI5C<*NH`66Hk$3~3W
zQgrWJ3BioI!*+kgkfWr;t(|c~cjQ4L+t5Vw<+&cwj9Bc!7>|6z#&uG{Ers?&Xz(4#
zH)6BLESdFXoA-9USOe0_-Hu$T2ypTOS5+g5?O*gr#{zJo(;ayOm;tOcdpZ}Y&>fbS
zt;n~$4xW<0(sOozw5SH&W<B-e?5%JpZMyvZ4mDc#Hd?(K68a5Mfl(X|HX{D{UTZhJ
z0lv2@(_<RWSk<1@>m6v)y5OadXl%rw>NVfJJ{O$DOBdGvscq{P3|<ZG76SK#v~d9$
z9m&N5z{0ZrLdhw^6TxTaI&7RTkgQ2y;)zd=)EZdvC>)r!-@81a+R=&TXwU|JD7z?5
zDNywz8=gPZ6hD*?C5*g6&P22eu@T2B=X&(9sG1P6{>_0K!;0a?>w1OE6zDiot|4LT
zFj6LPv!pi_t&;9Q>A{ADMrcQrUL$55QzZi^E2Qh&Y4vdq4Nh!KB|VbCi*fP;l4^5c
zzwgF_gVy$gH}1&;UkT?&o$pok1`<=L?u4*$1KOdc4n>^7^<!=K0A$!4>8wZTLc>%v
z$lO$~MzfwiQDZ=d>Msv`&`b-mSso?nG8{g9vdixe)dc*yqtSOj@b)x|?co^iR7dG*
zTXAvwT#vx47vK2iYj>0z$I?~M<DF3D9<dRd7am@;{xis4|GCfL{(lZ>#Na(W;6nki
z#D=#vQNVxVeCL|gI40dp0_o6wapK{mvh{vy6werwFxuE<-{=VFW8>c1fSud&smIPo
z*D+T7hZsuig2$i~VB;1fU##oDfL-zx&0h!*T}DvLk^!OZ-*bbmr?@i=5^|vQ@x3vq
z5*1yCjayg-QsU``@Hck+yab$-+lUT)tX^UxxX6|6uwa;(gJ^U3qJz^XULBl0K4}5u
z1avF#!^OhO#~HOV2-J?h0Qfdi5=TS86jm*-fIq`VG|KsAtiK!>caK*8c1!e(aeVy6
zLRVysM>u$M<XnjW@Jm<~`)<%a!~PuDwC#!e7`!PS*Ol=e;Ur*6N`Gj?gV$ONUDxey
zpZFnjPo?N?eR(!}pl-{iF?Yh{1%l`~tX`R&`*i7MO&R<#7@?lcc$`gaINaUcQcv^!
z)f@zOu^Vu`Z@8=YTL!=30ape;iX&IL7yVA3t#fn3T|Csv=ooOZ8`Z#dYEO5+x?s!~
zC7AY954fso^%(M<?w8>BS?c;LFV+0ofUiezOK?fCJr~Ckte5dlxC++9>_g6A!;gTA
zylajhcJ6O}%cCe*&bmq+%NLfAlBaNPBAuEz^Vo>ykJq^~XEEfH=uVFOS<Ro*0rw1S
z#E<1(-gRRFI4gAr7KS=}w7}_BC?lNXz+Bb1V}bfBq`#{e-G}vq{83QE27=3RcioSl
zz((ZE*)p>Hop9NsJ8XxX!rj&VMi_V=W)2SXB@k-Bk99_!me7cu>yI3qm<*nZiHG|`
zI0*Q|^%x9%gjD&%n0+9eJ9jnpErm?{gFp5;pI#S^>wc1IlV-zJCUi|md6*dY8;%Ma
z@zLwkOZtyOPR-78zC|m#_VURigvD%wI$Opy0I0I0VlHNB$W0(rU=7Eh2w)?)9G3Qc
zh6o0*V3;|pVQ+%kJ-t%kzBNts1%Ge=a?;WecA+~Vkn2A&3?nx;qLH2(Q7WNyhfj?C
z0b+Xg_cc4)Pe6=b67e`dY+M(^?l_Kom&b@_W_ub?<i#o7{ssZdDY2&G@rm(1d7MDZ
zmPF<h`12|kuf6xDF|bnHG%2$s=}>m@)t>tcbh>&oPX0hx%r-<1ph58c$5RGxdiJFX
zKKUbonE9YhV^tgn8rWM8Epmvg)FzK!<Q+W*G5R&hxyf!II{W4^%jY{}n9@*oCK_B$
zkSVw!jzt?yLHQj~yd4>g4TEuqC-6(ek6V0zP+0bS2%)fG7^j(J?+I3$-GZ)$u)eJ8
zHZ`2(t9q)ycq-05YA|Q@rKvVE4HnuR;9f>o>0ru^<64MpKRP2T)T>DzGa$rxEmMK9
zo<XcpJ<_`;LT*C<ADLL)34vGt$=w5AHRm~Fs6|S%5;D4=i>W1Ck$ib&$IqLvJjqO$
zV=z$6ra_)IC|#A%=$rc0U(d}unDP5YNQ_}tjrg&|Cq**P!Rcwx)NQ}#i|Oc-yGVkJ
zS8>qKk7rMffnb?$3y$f1U_?#EXq-{rdw<>&so>GoIJrM~6_NbFuBCHE+*6%OETinQ
z%=VdU<T|LymbcLt8yYOWD}<YpB}O}2Z5xk2q$N-v28_fo7G0!-=e8nRzqJ0G1GwE`
z<EFy`VT*1b)$K=#N&gqs_`<<3PLulQePKtlfmMdS6!Ofg1;aS6;yTU`O@REdrqZ1d
z@~8jgnqI4n{F$6XxV*v*4jZ@TUMrvIH~QPC?N`yi>|W7@fnhpp0Y4$<rY~$osVVKC
zj&?T)iI9o^Qn;|%M9qOEQk_-kz%spRi<jQ*-x`eSt>=q1iUn&xtK`o^9&jvp9zv=S
z35g-)s&R|w!S1u*=D><A4qzk_i9|RU#+i<I=myex7R3x3v8Ml+m!=(V1`i}*z0XRm
z4XeYzFwVw^b0<t$fJm@so92Bts9`JY)`DT2SZKvxq+McW3fv}VhMGHTTL^*Qf?@n-
zF1&NM|Emf)y-UGs2qgbtPiU2Ac7F?oac)IEjE@M(2iQWjaT9`0y}L3D<NOx+P@r9E
zdS;5P_1Ph+J0Vc(Ke-0;TC?iL!fA_4B(JZQBIzpn#ENz+e*W%W<=qDn0j+Pen2vjN
zW0Z=rlim1Ebn!*eY}!+2Z{E?C-MIz}9hTv6yX4L7#ee#tDPK((b3)xB6a!g*WkQ!S
zrSI)+%oR*Gmzk&vy%nr=wQDi6Xr<8=-U5}OE%Bcb-aUXdMso!lVZk%s4Sb|0`<+9&
zmtP$F_`ydznzd(4cMFDbn&jt5mG?}^&$=+6DEMmS5kq}9VV$_Q|MiegY`AzJ!!XV}
zaa<FEWsZ|e!>m0EhH=JXqDg@S%zN*XB2vZ&ENikN;8dwQA!JVfiD4LZ1N6vD3?`RP
z*?I>JfzyIvoW{!&NskUIFApUzf}5#S)>pTE6?vCg%8QY$*l_u6ciC0qZQmF;B*##7
z=XmZnkL~PUnB~~m)Kusl?r>w8$T4r$EXi_=bp%u~0r$!bZr#avC~M?+4l<-H9F~E}
zhA?s~o`+k$uUCxg*8F89$M@mRxB(hU<c$ai&&*kf`1=Oq*Kg~IUPI4U{<t0Bm)FQ_
zGBj8)jB^>{bdL%RaE#apswNr@*Mh}=?tVI>wpkltU>N6Xh?DjuReFQ!Z?s%kuF_k3
zz|-__=d5EtEkZiowP9*>STKyU3*vk*SlIMI$-N=W130aH$%0{=ClTjE!8r9YbCv8D
zq4qiphH)CdqxUdQ+XZ+v>BNndL#;?q3x;uGVGTV;Mk~|8gh($M;90=w+74l080RU(
z>CTbS(Tr0Q!*dh{hH<V0oUp%veU{lHJ*#tCfUe;+uR9^8O8<$y^^Ce|G?44Y1}uZ+
zPNm2B1gtw;nkx(p<1`mn-l-xMKzzc$lQZPRT6p4gZzf~#yV$s@&;!Fbn|kOpiigPC
ztgB^j2ApmQu`n=<vkBsKm#CRqHZ!#2F~sy+FpTqWoT|uy7`7Z@mf#djQ}GE<YAq=J
zCx&6H#!umWGGhDoKW~=Ge*iomo91_WWK1M1(p%pJ>ZnNhHR-T;WI8sk+k6W!aaFHp
zKR<q+-M1T&Kj6U#v}<UI!s%RJaBItbrw2R)JFVk?2Y~lS_e#%Hi3k1CN2LS`Hh)NW
zLa<E#i3<ZT%eo`>0v*%)rMF8@%^n>JHTaC^_y7H~YwAd2uAjZ~&E70}89~J^1lxob
z43nFR<mT@Nw+MZ+5+yzjVpauNr*OHVJ0TdM|HLqi*<AX1{Xbl%h0>2MgFIS_lbEwf
zM`Iih5lTS8UQqE>-@Wi>=i`8)a6s+hT?6lMND=&lJZHsxBa~j8Jbay^7h*UT4AZ&}
zX)Or#n9wC_vEP!h5bU>L7`Is!-l%;()0sWy*6uf5qSc-u9#X9~F{cjQ{gpYl?13Ta
zZOBLxAN6P(S_8B0nhIfHcqm(yj1rrICzUDDoe)gYf3jutYlRtYX`B6;RM-AQnk~&~
z!7$Ai5OWk_4yO2j6T?b{fxonGIx*nrQH_YcSC)M0dw2$5SiUah?>*cKG&0qn2?xWp
znhd2#m7GKwN^fUxYSm{}U!S=4-LbXbG{Ycl_nPApx+bs@Ezehh8g&r8`|!mI&6*t>
z!T!KMK-p^*ei5C~*oc0Au2@uRFOYfRna%^Rl=DQQ*2Q6+Qzu3T-yKwqI5;%9_^Oj|
zccVKw@;9}MgoEK>ndG8KISnmgY=rOGd*4{`RzA2Nczp7M`AZIlVI88KDGUtbG$B3i
z$yVX49Q)CgX(b@&Zo=iNvGtB61J0Sj+ZUhcPTx6YL)#?~De8V!MJ_MK4ROk+#oH{H
zQrssxH-3HGyA|*E>Bu1EfL)Ft86#rzt@|55UOCdW+|ul1b5=32D74<46FAxtV;@~o
zsUuwfFMQ^M-)eVB3Pl;)i0w*tnm4V<P<`X&{0&n~HwSd74DtSFAzyIky~FrAOI1Tf
zn@8+<=ipaUht~6nm!3_mF@N(gLm6IIyVsA(iK+6L#LJhyZ_%a1P@hPD@8!#1)ms3R
zxpTV#KdYj>w`|UJ_0%DV_I~l|iCV2oEMW1%^N@QrC^O-vnJ!6h44!mhzzV3Bcwb`t
znIU`U8xl<7SfpGX0q`mljM8AB250(&KbJRY^8k?WCW(T|7DGTcRmKCuqF}Piyf}4Y
zn0RNv$klHb1%_)U2gVoaaGpDWV-&{1%rElcQ+*aX(LVVGk)Xr^8}W6?CZ8O6ESFEr
zUp#mId;5F)<Qf7|WrYADm*}9f@W2%l`}&S*7jFX)H>S+E?k8_Nxift%V6id?3*r1s
zg24vtmZUTxERe1;L!QJe7-r5EzzJT8_V~a<->me&%SKBdhtRAR45L1R<hmO0I-a_*
z5nCqKXrKK!c*b;xwbievt*{Xhue_erwLM(z>W-V*<=hTTRE=wj0wc*L^<2uDptMM(
z`$z#k^w&e@HjM@eZT?f;yP`fE4<d9)O^zpUt@YOVcaBd07z&yn&w<8f@6*Q}u_)%Y
ziBFdN-R!5odPe&sjusnns#?~QFXo1;)rH+V=DO=CbalD<J`4<V@OGe3b8tT5#70b6
za`I&VwvZR8JG>xQAqTM$YX|S{S7BI`k2{)!7Z3y+;{hi(iHC#cKA#Q~4lZ=@*Zp7Q
zB;}h7VQG_ArF_~9^?+-Um_?$?3X0;sq9eaJKHsM!6)FM-a^j5d)Ts56{8>Kn*4_s{
zcxwQFoTWvgo*hL8pg7ezuKWWVgiln-eq!p$WAj;?Y{ZZY3N%nB6Iz*+O$t}QXV+X`
zQ?|~FMw^sG{<%l(eSq019tr3l-uaHW@Bzf@ywbJ#AEk;w>W#h;!9SCRvS4^lOmt49
zGY&L`vjrM4F|lgx!*{lZbeFv!AO86(^!L&^Q~g;1+Axe0U&3?Gna)EvLC+(@o4nOe
zu3QFMa)12c^M7=~)L{443jeGCZ5YP+2Fl|Bke2{u!J8YWdfT>=1;aS;#Uyz!7$<1}
zhym2c(_3l@4-Dh{3vs$y!iUQn8-B!-J2^56;+(*LZiJ0Avd4$2msTr8gAFSO?(k<X
zdp;Y7@YskwYyYfp{SbKHbca71j~f9tY@2dNFRhk{1{>qV)80J(tTDH|xd0Ss)(~R<
ziXS?E$Lc{a(|-beFj`}hSul+AHVy!Tpbj+2un{dYi{$_QDqIrlPL9k+95gQ|^8KXl
zXb#RqG}wp@4}3DP&I5o(clfh;JfA%W{&NQ#k#|9t*FW6|)`jlyXU)XXS!lXGTu+bF
zpFM+Uuo3<<OV<>A3()8ee>TGN*&h)e8&P@vh^}G`tiJ{|&dk|d8#(BX*2M9UoI>Ec
z?&yj0BN}YnbY?*F_T@Z>rpFF4s>B#F?j`V3sEQ{{AO7al*TGJXUwUj`ox}6tvlN;|
zxAmt`URG6HAN|Z94InD{wK*3a>tPh0dd3RfWn%2pJ4AGgVm|SGtr4A@MZf5i1!<}b
z&xmH&<&(atd8GW;UD!Qt_9k8bL{yDi`{S0@xeW0pqtCsD*&6|0t=jm{^w(;)^ND7C
zN4>uEkL5tTd)C80)0=!249|lJJB(B_?_5U)#tqDMx!ZgQ!QR>Gwiw?OwA5TZh<_##
zv0xZy6P#Pu-=?g^SY-0%%)QfoxB{}!rr??fPR~H2-F3I(pOsl@!!S;a7?P7=KmmG?
z{c}1fIfTx#U>Ij_r1Oz~7pEyF5veLkP&o-FrO*dOdJpi4pWeQw$hmz`^h7(;e!##!
z%lF1PTO=>X;^b*kB=M}j_(ffcd%lR#u*z}r0tREc7}e87*ochgty=V32$3Y@LyYxl
z0{VHvC0_%rC$SN0?y7QmUnK~&`2P0Yg;Fj;49FQGAO;D*MsP6z9d#nF!xjq4&MZ|<
z3)_A0wXye9D9#_fj1~aV=wK+IYDB{sJqQ0%6i&cRpNlE`*o!Gf@^42jxyRL_up>Iy
zh}*YB^?Ox7;-v1d1r-K{XWt~ey5<pPy^3+UDwl5fE$r6W2S4urHzd63)#N;lR)sny
zJ=)-fCb3IBFq)UWa9GMvaT6sKqsZ8VY8+qgI2Ai;!V)tqtbn0YX4E|_KF}eC#4LR;
z;sv;@ySqbl?((CsLe5NJIB?d?z7DDpQyR@`*5qY~x^qvrr*R6G<NPEy+25$qib$U*
zlJMCV6`lTkM%j*2h^RQpUVQp=qj7gsZNL^<QA~w!Wys`2>P#b%e{#!tO$Q1y5R+*^
zYSqDfUy=K{>~r-RLh$lWmr89<tQ_(%td+QUqEb%Ov>SKxVR$u&1+jb9kxH5UV(#>b
z+s2(f^6Y+d7*>zws{F%~zRoqeeE`Sww0To^UMUSA-v)~-yTr6Nodv<f)<!DZ)_E1p
zwyo7$PJX%|_(FbI^FaF!Q64)PCzX}}?SSB3)>o9;P9BKFE6NtVQheb@pEvP|*T?T{
zF<_tBHlk6SR^lw2sxWs?p|SAv+>Y;ie|R-+E^iy=L(HYsTheEiz1W$<k<HG+>AzHp
z1|le}TNl1X*({2e`s~LBX8uexd87&?ml#qmzP<U*cbj?_(EgFTjm9<+=N1gJ^)hPL
zM<aqXw!Rm04H3K@x`meyF8jz>xoS>lgJ8ix!enQ7FC*>W^qnUn-oh?ksMrbB_hrCF
zLlf{%UGx1BeKb*>lH4{mJt?pvC~x`ZcGF^t1;dPf9<|70!Hni@kA!qnC`MZ_jB^#@
zd^{K@iy_(U>qFtRU>K*_>bxF(cIj&GcZlmk3x;uihIBp=Oee2PO-u+OvtStKZ;12B
zV4Tb=y^2EMv|t!#YuJ?GmLxq1BrDV{iRbte0<U#MV!S4=!+YsN@Nm7#FB$0_%B0SE
zcM}Vq@tZ^tFMgep$l1wk%Ej~EV!<%Zk!YYy3Ffb!Dh`$o!3PV5aT=p1QW~R&%qU38
zuUn_yZEqA%*>ON1?4-DlySvNT4U7N!^q3Cnj$|99h{rJc4u^$}d+5joyXv>!{ywmJ
z4UUqDK@e<A?g(u;Kl62(0U?2g@PA#Ung_BB1to7LxbS-7Ri+sWg_%L3mbrGs^8kz`
z3=E?+bz<D`wsWZ9hpDu1c>4N_$rGE5{BRx{J044eNIeJjFUFp9-uz=S+X!WmKd!M;
z4cV!VNp;&U{^dyX%TRl1`;<wy$3J8CnCEfYrv^{Eb~d=_d-&*<rTQ!w9+pWwa)+fH
zPh=58Haex0K<RaT(!f8fRBZQi9vH^?BhEnno@psPWp|aD>baq{7Gel$Ef~gZBq~w~
z6G;>oF_^OE<@-k8hoM5Qxrf#PnFxzxC*{m6ehHpCThwpy`@3S;r5TSP*a#h%@79^T
z9A}4Q6CWV~_`_%B)q8c_&t_jWa~Y|ok)E<|``n>5Yu<$YKj-_){w7_YG2&t7+k)ZI
znk+APKpW*liJY!|C!*i#|J|g1mCW3Pfnl7tq0CJSmLVQG>EACyZA%sm<E#!i!FApv
zJ2my+j!iIUt4MXMqO%oUT^E89JX`a3Tam3Q_rnarO3n=<Q;ldo`^0O{Y=lxFg^ssc
z{q5SuK3z}4SmXR6JeNYTF7{bp9&K2DP36_+Stg9xNID9tCXl<(lo3EjD>+dK1nQ2_
zaW0=((x$>sq$=*C%KQjjR7LE)=Yg|(OL*ecOcfvthNr`1`$bAj^plwKC!98qy*6M|
zDJY%t%NM^)xT}T{8<P=e!7$FcC^plB#fEq5f8;zcX@*{FhIc)E^yT6XG00DBIHBL=
z=P9!c$040h1=GovpT4ySp>!-59(y@HYDaob=BsL_J+iVOlw~-uC9PU~J5SjXleVSH
z%!#M(eX3{fh7Yjj{|ZsMbso*IC`@QKL@+m>v+Az()r^=_M);fP9PpArPfkTZ0ne%F
zrF%Wl#rQ-T0z5ve>7-_kaE4RWWaCt@e#b+_-^tRrDSE%dd4Cb}_pRLW9(+gZS2I+8
zq;+|AO5#g9JNRTN+FQ-=coRBXr*pf;(<+<cHNnrig<;IX;;`_Knhsc9cWoo{*)T9X
zl(vZT6r8{VP9bEo1|&?a3qI#sFpSf9CtQhDn<ek>gD-6TYdv@;w8MiUy_LjTFpSe&
z<+vLMK7?Uj(ma<sX<eDRF9J^2pQ@sOJ>P{x-u7JeM}H^b^4+~aY6S96x8OQvM&$o<
zW!A@VBc%PQW>&1tR@XK#Agl!SdS~KI>aXhzR^A=X;ySba^{ATHJ=TLV8c{F0juXiA
z(lCtEtPQVP;I*-MeT_XMGf)_;iL+oB=XF#IGk`4t!Z5?v`i*<nK|zrTmyW$!d20*6
zX<1Gd4C6E&xJZu&uF;JheHRaf8;q;ZF04Kmd}}!}nic}Ol*q3{Z+?S8Sg&&PiW_^h
zWrMk^$7y7i7OfiyUOdwS3-#t@@FzUr!LtPiZT+;kKDq4ofN#Wo0UI|Q4XTQ5ZE)%L
z<<;8z?0OQBdm2xSDFI>A+g5a0_RDoh4gQ|ijHw~f^W1^s54H!7TgkXVQBgVV%-a4P
z*Wt`y)@w=P6!#FUw_up{#<>=$I7)2Q`>$BuWB#6lC7}MXR#RwKlW{%w!m{PXw;YBj
zyw|IJo7@lFK<<{WTzc3Dj`yRwm*7uZAFLsGL2&Zk)9_0$Ka64`moA6<HDG6w0U<pD
z>b_g8CeQ6k7;1QC>Zo{AY4qKcC)(Og^ftunqqXZ>J{YI7xD5!qxoG8|Fq>y>6cAMf
z!mIst0VP4NE>;J&y0;@{N3mdds;=Yo&kCM?`ZNTNYd3v}>9=4Qr&%Um_HfB&^6M7}
zHT{GWj`j3V^9`=}WoAX2GGgZo(;I)Z>NmFd%nBnc5SFQ>i7D&l;h;Gn^I27Qn1f+p
z7-uuYc{+F_V-eJy5FFHh;(I>EX*7pd$Ff7m6o|A$--2PBgOJWo!TlbfW0_aF6M|0t
zCp(kasH{k(tw?2kxT<i8gU5116jZrpvFlqyT9#huqd?FkHYOM6Nb;iP$L?;;O4AhX
z^7?Q1s=vUYsJlL#|9hOwPg>gu22r_Q7Z3i0Wyc5xGpDToH{YqJAx+=iqvBBkVPmR0
zci&a(i3Ydj520Py&rT*ONT91-LagCULpR;u{Qe?Fb(qqTk)G0#vp?*7aPbJJQb|EV
zn2<S>G?sen85@z-^Ulf-?)?iqD(n0MCkz3-XA#dEEQKsV=$9)WhD#)K5Z^!tZc`x8
zaETd7A<-9%0{X$Te9U2%^`!3b@(BaOVz~}+J{=Jxmb}W%lC-vd3x;u4hr*@$^>cHa
zBy9jC9CaKHzsnE?hH>^roD}{cJK}XNHmrnPpB_Hb=%#Iifnl6IJ#?DWC@V@T7@pT0
z8~QN~-lTjBp79%auOjB8^ec~d9Gk0h6bPG3v$1I`7{-Z3VdYNTalKLCd{-MY@ahvI
zKJ14A3_=^Q<ytU|^FF}o&!2^P6Ht>LL;H+H!1sXqxWV4@FffdHIZ~^h1Mn)+A!UAP
ze|8c$oBn>~z|@x>>S3rgtH6TMIF;otV{v(UaXxkI;kw_v1xDELorT_fxbY)^(|RJv
zf<c_M(9~0$ccshFKnuzff083>0yJ<n3=HE`2Ccf{^p^Ob1+_-!CqoeWN|%O_NQiqS
z8murp_d+hXvmQNOinU(5ib(bx;Fz4%sAE;ZQg1peA3Al1$>{_-K^HhRnw9jIO^(Dc
z7uhsYamRoYIdFfeJF*<@8wTW77@ap^fLK-7(N%@bZ*DzGJpRFRHmbmRAA0Fvpp!MC
z=kVcB-7Y|2?1`{XHx>+YQ#~8GJ$N^_=nAo$TQH0h-!zoZp@2m?ZQ&o)h_0J27AbZX
zPGP^4p8U#^_H970$-Z<h1A|l}@^$%WQOX{;1HS(7PaovWfxW38%>-b{C9!cI_<+m$
zhVd_+`K4(gpDa!@u^U0K5nMo72MB|x&BAXO!`B;o!TOvn!Lp%k0=Rn8ldOfeB+#TC
zJjP63TI0%t&lUSwuZ?qR=Tqy`tc^&gHM3^YGc8lAHGx8YJJ;MO``clx&0w*H3ip<P
z$Sd`hd8rVrVfUl%*sRfxG50*SCr(zOu^Qs}IHo(&Vuv;LvT86ET85qynk*e=Jw{6P
z7^rfD47i@_{*?n@TIr~T^<xjh!UYv&HZ=B3>q?VyEkx`Ah#{Wl2cpJws-m8Hvz14v
za07}t;J0__eDW2C2ALf-!c&lzcQazm_Bfk0Y)lX(A7Sbs&b+e()m$@@W}_7~kNJEI
z^wvR{Qtz6%N>s(oVI!z^HbnmFvNZtS9<kqq#$PxKN~~w5!o_Lt>=Zd6fOnc=F8<5&
zVHBQsyCjd&cc##5jy+b=D&UyX%$5~{7Y>I$X~C1R1Y$NGHWM}Ln6kfN{PH}q%zI9y
zNq|#<cCzQ#GHk&x&Ua8toFSauaA&~At$=vmlnBm|=V+?Jz%b5i0G0ay570Row-0RG
zLnGYpk$%B^!tLZ>P&yYI_j(Czak^*vD^5QeU=EBVN1h-~{w%(|E+2%6htFc|0xDBU
z>jxf1Ft?u$t&$iVIyUYm#`eIxIJtu;GlHoVohvUZ;^a>RvKplm8-7N}eQ@9`E*>R}
z-EqUqp8(Q0HU*37*=7dp>-q!wM~Kp2j3v02OixW0*`a<6yRhERG%p-{nam#rPl}I9
znSigosTXLl5p*O1C!Fr^G=za+yk^yUtyDh9YViikH<*DI4C7pfnqUNNxgi*?8Iz+;
zj4&{a(-=`+I%yw(D=S(L`#}V)6>7mSPPAKOC0wp<s1w{vK*ad5qrcwY2=3dc*fE?c
zv{)yhWMJb?4;(|OylozS3&V&tAH;RXUc_2u@Lt7~eS@<dosgJGnV0Ip1+R*r;Gh$F
z>79acTicuk!`RK9?!`%)4@4D=>l+*U;&!aJV&Sx4G)}tnn*)m!cxl!l+X>{0{0nee
zr&9}taVoipg*gepsUOA_Yt}a^pZ^;?lUU~m3kGmrDckPu!EMqK@!h+`!Ku!$!5JBl
z{hL)kV}i^B!U_vIGjVuI0xYnA?~yIwv5Z5E!Gggt+yRm$dm-lNUNR*sYeFylTu?L_
zUz+Pq2<-Y#LU$Oux<j!zq|@%jhOy0j_su97ibEC*;+%~NRGo(2#?|hP^P$wqEBd{J
z_JDIH&W!g+L)USCKy{W?gMJv@1>W_r;tpvGgl7o!%W?X%Dl<`TpwAis(p!tzzwL?c
zYcjj5BR-PpOht8C7@s9c7?CwPH6bfeWCkc=>!<uF{Hbh6>)w2d_o1DY2ka{LAbd)@
ztHQuA&h?0MI_W$EKcjs`aiSGOjy~|qr;%?x)HW1O3x;uSL7Z8*O?%fA-|y;Y8bU~n
z1;aRFBLJs5jCygBj)ZNx<B}(14}DTT6rC1~#z~h2mK2`3ztQcpPeLH>lxoeVEhswz
za9Zosf>Ah8E#t#~{?haUkoP4$SU}?gkB8RU3&9TyhQFhp!u11F0(eZa0M5VMiyI7!
z@Az{ly=B2L&c?Wmo(;ySw<tkT$05U;EEvWak2ozJlONL$55Sx#IwrFY9x5yzTQG=|
z-zk(EgO}X?bF+s{j)!^cyKC7CeeTHwoR-eEU^Gr=IZmD>U!>z9ZbarZziaTks(^D2
z00yjA3r6F-g?y0#4{;0qK6&?}>6ejCYwQ*b;#9|v1Gu(aI!*c%)t-eYL7gI<BU|B`
zj*wws7^kui;z$QP3-}#nE6j5S6x;PHyh+f%^!dhHJ3!K(O+$o4c-4sOqkGOid=6s3
z-<$tJ;TbXkV=WZPg>gybO&FV)idLf&$-nUDbh~*r8XOP$3rvwYWJP+ar_cIe@BWuY
zLe$ZUKG&biI$8xdcY>@tQ(@hLVVqch(_aAmHi@GLC{nzNgch2|s}(|cEEq;@p6!eD
zJljVP!!+`V$*-M0)U_=t5_jtXpJgtIjrj7!z6)b(*YSx0Cl7z=`*8@~k|?H~M1AKT
zGfhkt9UUM&>#tGQ4i0>!kGghH@STyXCuvO>ZV<^B{`PRKR^y++z&!V*;xI5gtfgoJ
zL@JJj&@vtuT?l4rW0{W=jMa=R(i1I4X~Lk%M?T-P{jnQRWm7ZDjNXD_oa)*5{EAZ7
z=8QoWW5YG;xD$d}Iun2!Np~3Y1He~*WQKZq)hjR>kbm)i!umYVt~Wk5-}|L|OihPW
zY0ml7((o&sNwqYXr)7(Lb+g5uxxh1eYz&@Ha*u+Gaq!p(eVZn9P%B`>qo8_Uz#q{i
z-3j%KGOPoAkkjy(;^fcMwqvgV%ZYEh^<hPWSHuB+Mk>fmMbHXbg+3TXjk05-;AlBA
zB?+HsGe2QD(gfLl3I@@xEuK7;x%V890^+L_VPBxgeNh;SqfUM+Uy&21(cd|T4&pxe
zv&2UDFHRn@;2uaeZ8f?5r0Ydn`s8>5G5YlJ?Q?z4PlNjajfOvq3QuANA-Gwifo~2P
zSz><0l^_28RAYF>b63`>KQ@n2WggVpy%Rr6FMTOc^&=ae@f-L^2h((%H<08_viH;@
z*C18ts|jyz=#w<s=xdc^L>?|@4uGm33IF9G)oSeo?VInm{0)YmPxWc(F_%PiiiSsp
z)@H@s({;A023-%v;@~YaJm=z!hJ`U4{aL0oqINlPU4oUa^PvbzP&xJ^bd>4Y869O}
z#)w{tS#Y|zg&b;&P-A%)vE)ktkNp5BF$Z5Z)Upvm3Cib{b5}9gFu-LPazV_!o=~pt
zSCEvo_FB96oV;lu2aR#kBIG?V*QyaSb{33Z^%yvSpW1io`kh78+ak}v^g5G(4%rhF
zG=LjND48?6bR_<zIJsDfjk5x$2^(?w`C&^IY^?&G^!I;!FKIwOpIkzcWp+|+Xo;dv
zJGUo}80nMu5M8Hn<zmC(&;0g)%OCZ;wZC*ydTJ`Hq&8_#@N;zf*pv=VDzG^4oI#5b
zd`<ddM#j-swxjrB<GQ0Z#c`;)yIxghJl&Og@9^1YszXTSL>gLKWEM6Yu;Ipfs|Tx<
zYib4#trZav%+L4Y_$@<w^;<dxIPn~gpb_Xye}NP*J81MUQA+J%Bbp^lK77XzFeT#K
zc3IMWn|icH{R*qo`19efU^fX=MXd65%#8ab=LQZ>-R*fb7lUgLuLi#g;QoT@6Co5H
z|4h5E^v`kwhx|qGXMLfDa#EIdC5P}r5spLX_rpOs=;!w5$DisSg;20sg|nKuu71@n
zeRReE%U+@{KrDvt+;aQ#z%XXBoke<HN~bdmY-i&}y;Nw&?|3M1_cL>Y#Km~^)w!$-
zRKnDn0cpMkB&H}efEOJ82xLRResDVBncXEaVMSiJZzkkvX2Ew|<Js&7U!I?uGOIP{
zfg|hl<?MorAS?4+X&vmBf$D%McVr|cjY<?LnS*8WaOJE?%@$5t=HSeXL^&pPFn&Ed
z3&MiYeS@WT{1FK$!^Xl0%+5k1fSeXh5Hs!z7_8g^$}7MgqdE8oRq7O1%$rn^o;Rte
z@@09SsF~5BR<V0J15;e%)x;cHFifX;&Ik$}A<ftrWlHZ*)dQSvAX^w1#+e(Gtv^3p
zvbF~ncEHS{3b@R%aql@`qaxP*2<Kjx+AuJT`5<DBKtT^+D=i4m+jJph+=5}GN+7L+
z?;Y(b{Q5()(;(w1oBOmJ(G^%=9sVpB#EF}ZQlVr9y7mmpjC(G>2w}*o$mYd3Jg6yn
zU^<(PM!Yl_!!v%o!H434z1sBY-A&bD3gAbOrkxkcxnRLC?q!HO8fwC}P0vnCwy~2C
zdra^U+_qpCdwX0-h1#S--fQv%^@R|m!(OL1y%5OtpBRRb8#a2`zGvsih<bV88maS+
zhL2XwizQ7h8_|McoVbhoix8{(O~^?3w;6H{BtwfzZ_s-Z8zz-I7>uDrWi6}$eZo-r
zDA<T|LQGk61w>1CTySSFZh5t#c5;B?B3B4#aNXhIs+&@Z4RNZ#Z&l;IDhtP1dS12|
zu<%>>EZ{Vnm&>W^juvi}z<nebJO*DzEDE*ybVpNs7g9_{w#Q)8whtRYOtC>9>7j;_
zPM|E0sP*iYDznNdBVHMVy%E0~o?@uC;2FPqx>Lb>@#`l^h3@3Y1Tu;YPW>l_VVr$%
zqTM@GV^03=BuwA@Cpd?wN>?G^@?gSgbb>CzBy>oimWycAjgd*I>G)=xXOE(|M~GV2
z37AYo2A);j+t0ozh1i(T4;=%-Qym6|abkX`KVMr%y+noAh)TO+;~rH1!824!?Bhc&
zlgiQEiVym!tWV^Q+`F*nL8y(Xg>EFsn_ebnSy}K*xbh6S%rMJ}j?HKEr33~Qx^f=|
zhH>JHp?a1LA6WD1<1k$R(fSMn!#J`0y1zgNnLaTkE#84MxR=FjQRz+y?WzCd?!a5s
z;Y+dDuq;w3A<{&2(*?y`1|E9<;N@c&5Zei802wpn^5z=-<zvmazXY!~cO?)bx4OK7
zIJ%-|>3x1kGVBoyLT)$+OX#(2$DUPL^_0&{QPu*Fd6rVrFY}1wOU^yexqCC9>@aDW
zfsp`@jd&$@uPPn)LFqvK604p+142(xfNm>uqvHJfU(y@r>a+cULLF$j9YmPUTKc+G
znAq<=G?XwfJb#@LXBUL`PMkK*#oI$V45&Wz7m%|qwDJv;Ef~hB-ZOPW7R@3hju(WA
zHJ^RF<NZl!#JO~afnl88kk0Nzr<p~H`~;khkBwb-ayh>3&>>huSul(fYcKf=lkA36
z5!#2q<-<eBuLZ;C&CVF95;-ZG^V*z;ey!9LvN?<V(d)>Qz0nsvG?--l3Z&RN_3-=i
z=E8FnJ%hQgiy;e&oH}Nf4Juxli11#cLq8wL)yQ(>kl@c+FnTDC*#o`rN09^^(uJ|V
z2PtU|fr79U<54=X;V3AMQUZmj&dVy+r3<YO1I}^k8aI>B0k_GX!2<AonH8U&e+agy
z6}uYUs21G>xapE$gv5ejoM!9wZl#<N)pp)nBkpdAzHb+&*-9-K#%T;3FZ*=@nAq^>
z`E?mf8ylR4P76lkRIiEq3#lV`yL9_PkW}bFeTX?2%D%Q>G;(JQG8SYePy>+f;mbHt
zaP2oo#to<d1lJChK?{a)W+Tp7=)>_|sdHs`D$N1s4cV4(8Ue6i7-tUR96>lsp+d#R
zeT@YIQ;u%)*A^}AH*|)9VVuSp=cSV)<>+<Oe9Bf+?&iH9ub!a1UOf^=qjh7*w|>f>
zN(J)$`8Wv5t8IC^(wz`$M*oSUw;1t@A?MG6&#^sV77XLW$G-fL<n!@TN~`jpp0#37
zE5rs%nl3{tszQ113X5W32Cb8=1%s5<gUN8Z;f$1#DZ<GFM`c1%Hk1z;oiIE*Eh)=M
z$Fsf(P_iryG|m)~1VAG3p<0;BF!20Q10M!IE<@MHbW5BEmD*M`+>Zk(5{`cMlIl(f
z{Q6H^Nrq`w8@(H&X7reTRf8YZ&T$>jo}-He!#MB8P5BjCk_P9=u6gDq9fAs!^jzO?
zb6=qXh5OKw4+GEml{aW9;Wv76ZplNr?~eet+lJHo(x!Gpw_9rPR%XF4&W*U~M<k{t
zCj?kLWc)%<roIcxk?n%@odv^4@mhnN(C%tEh<hJbFy6Xt;*BB&ajSRz@q2M4p#Rma
zA_SEHb}oru{`JQdz&}VKmnU!u7ERDsC7~SgI>cFM{7lct2*5wVof!Cs9t?cqjq3Lf
zA9R;b{C;TCr^hy9O*;1q!Au5STfzO+;J(}cZao(&=k+Bvm}B7{f9}SgFRSho(*`tu
zcJdGO78}YiS>V<J*B)0<`o&FO<USWNe$9fxp|ra-PL3JKS7pPrXRqQT1eVgUU=U}0
z#5sk17GC8>?k&jH)-`l;<a@x!fRlv<!#LGRvk>`ZD7_;<zW9`-J0Wzu{*&uSnx~Y5
zA{bA1{*r{ee?~IIgTqFW1n(iH2bO9h{rnFcy6P+Hc`nNm(8of)kPpEY3x?UE>c($E
zHhNi2&H~7>e*doQLsL$ygXyzaZNV_ki^vVv1s0kQ7Cj-jZNV`9(EF6Gb10}3B-U`X
zM9zXioP2FAo8waQ@`2_HZaU}+@?+RC+`BYI12%k7!Z3^zuhwM?!ima+Gz#5!gI`0N
ze2g;;4C6HS?_N4dGC3p^3+h>PS}=?gFX`po!DDB59Se}7Z~e^JEf~i6E8<kg2XA<E
z(Ac-C6gI_w49<tTDx=cU$EEd4k)!cS^OpP|CxrT)QhV-M*4!AgDWNYcbL16RIDj(@
z4AZW%1+s$YjSiBZ>&*I}ls8_{pe|0_YeGY_1<&}SaD7DKRrlCL)DPxbl+1(e`duq{
ziq+k2RNjuiuuOqRWKv{5>14obt1z4}KjqK;5Mibw9>owFHbB_V2G0iIkiFJ2TPu3r
z7^fMsH$zcNiqJP5IkG!$auLcCLhcX?hH<KwTV0Vcbdrb#1aMh&S}=@Lr8|wIsWdn_
z8hdX3a<kf=g~&(E=I?O(8A~+BAg{0yT!KeG1uxqZtITY3iY&2;63~=%yoM{ml~4n3
zX*V=>6}*`)?+UQsd5DH&uSU=bTkZur)-ts;f(64k@f;-uvCSBE1P?ho`_7g~oX`Qi
z`Zb9UVPF_%L9pNb(HtfM!6EoEy14<?6+eW|ie~I#U>N&b5rF-+gd{+@80QTecc0!J
z=Q?5VwMUoWFffb~-DLhEOmO@0aD)kTQS+qeVDwuWr4Uo6VHp1pXywEclZ~u#f}DP+
zJ;cOWFdC<Wu{hEfjFXOMaEnTL<E3HZ+yD;qT?>YB;)RJn8eeYdNBKqn*4x}D?hd9d
z>D(MME4=aQPKcS)f8rgODISD4T}`4Y1S|#V;PfmpyJN|b7hBw8#25ce>4`dpi(we&
z5D!knHCpYElTF8x14hEaz%WiV_F6PsYGX<Rj))@LMii=j2~7OP9~A!Sqs<V;=BftA
zjLW^TQROA*ECuh>e0B7~UB51DiJ_*7wT5J`QrD)8n?$xZPOk~2cre~e<bHQ)=ge$~
zfJ<1vqu?*+Rf!LU5&bd#e6S>RnwdE{^ZUEA`+oji{@yKowutfWwzB(zZ-46*qa5}M
zZ<dF-iV=6=^5rUm`lO)Mv@;UvD8%`0ZG?b527e>**Y*#Y<M>1QFmYTdV-#-D=d&tP
zTit-5q0xzZx>e4ALOhy<hOh`K6sdxp^rfj=1iGM4PC}FsQa#kP9cd@)7%nGXD%C4b
z;%(J@+P!1804*~7Ri;w8y<A^_+CH#xZ}p)pC>?TsFtQc~CJ^UCG;%X*yaiAkF%;_3
z+mN~>$f02wS>~N~(vy!|E>Pi0oStPIG;Q$ORuI1rSypP<_hmzjoNa))MgHozZ+s&o
z2$(bud1jDS2y+TvBRENcMmIcTml&zuwT1^_V3-H5A@=+U!{NG71sO(4weppApk;9!
z9IEPd@81mOFffc6qZefx;_gex3T)iWd8k&=I_Jdp@sAY-jpGVR7#PNh9tN3CI8C4(
zAG>tCA#27kFpSfO8@p?am{}#RZq$;6T5K%r)*#SfU>Ij*#F>LOlh**@H6mVrWWi4d
zu>_ozh-|?y&KZbPMGZ#Ey~s~&+#o}!1GA#_aIwE7MrOGCc^DYR`4ZstM<u2urcQtq
zS#J>^ZE=Wdg?E-1cH&nUzco)54C7smwAP_{GW?=zt*de3hq@)-jLsMwYWx-q<GhJD
zYXsw@bpzMSFSeKM7UoF-oGFwiVZLj@FwQDy&s1zbJ_C}NGQs%@Av^6LgjA*^w;!LB
zlHvMe4JO)O|A8|ZRr)P_O*&d#Tpl%W=I)DFO3XT>TQE2Rbtk1_Us~W5mV0BTLO$8w
z6}#;8h~eWf!@#`{GCnb?YkMtDR9>>b;<kNFefl2K+{=Gk`;&_^s)5^5qv6kDz^Uv=
zlVQ}%;<|(GEc-IJ*-FfKZd~O#li{=O9c&mF#%ZqCyo-j^E5zke$FI(R<~mMo3Eo9%
z!3W}3@HT$%6X*(td_XhPPB=X<j8i@E*xADewbSw8Xu^W)-`4Gs3;5vP@fw_@U?44;
zUVuIe7ygLGI~2C0bVqg%2H~q*S~o}H>}yxPpDdMsaJ26nRlriAvL=?-yPt4q`TMJu
z)Xz5`C(#YAFq3G(Xoff#@GH9!LxKkj+SE9BIt34fHLiwXoEQx(dj#WT(@DqkKvYFA
zP78){)<K+>)(^41t!r!xhH+x(vFsI0r=A&+_2`_7=c;2)p{1cL7>)B5I)mKkP=aG?
z!5uFS{SNbBEuCS(AkKb3oeIU3{fSO<Or>0OsO?hcM3+_t+fFb-8wQ4Ps=1DZ9VuYP
z)0>B97qRHHU=U|VWMyMO=P%eMDJgq&HWU;Iavbxb)SVCxQ~f7bd8|_IX@whWTl=Hh
zL3}3M!3EH)7aOMqg}`gUFwJ?vNbu+Bn>{)JC!dOSCj?IYCw5vh&Ly}@MYVx_34*Qv
zMZ9>0;?LK9e3ncZ9YnCjxDW(eFidb1>_`5n?oOH$jF%SAKk)XeNh^WOjq08_{uX%u
z!N#ocVyL-4Z{I{n@d@NF4Kcvewi#dpw6q1oY*4Y*1y%A7#6ZAXA^~$}>5&jDwqO`{
zsR$ssfIblfEe(AVa777^1QyvA45JRclu129IVq~O7_wl21%o&{;ZhEblU&hIAeYwD
zQJ~XO4;BpKd;#s>x!Cjpk$}{*9$kLRr5bVaRLlJD49eSDeD`bT$W746kskqIz?4~R
z1(eSqnaVnPj%GL>(PP70<j%@Gayf!WVdH|ok9};!>V`Y+x##)rK5_W_(Jd~{@9vY0
zkjMz9IP8t85v6`DkotI2$Vby1`LzP^81`&j>kiO(7=Vbz+n@{zV7!hPu@QSVubo}u
z3_QfFJ3!-7{OcKLG>xV-B-;(TBWEd$o^$2RMQ;yn)ftLm>5iNo3}W$7K20FOyz}JG
z!Y~wFo6&-t9}I3`1n^Igvr2%-*mJ&%hH+sd-kDb}`iU%HweA3T3z#xzPXzqt0DJ=G
zT{*n55fr=nH<-LC==E<*8p@6QQP)!LM5<tAY~1J$cxRHrJer~xNzLJB9-bPb$WjCV
z-U)>W<0SMHm=h_Ne%2j%PI1GTxc6)>)rcDpyxG5IJ&<MHk;9Z9-uZY$?p&%7?I$f6
z_?rJ&A9r9#_)%vAAk!Z;rOEgPMt6Y5vp5>BD62qWY{aZxQ`*1v2m}Y~j+}}|4X^La
z+6n>VFqBhOFV*EKx|HaVGCFm@>w3Ba;01v{&JP}*s>#Mi<bmfb7q#f+<Bpt2lWIV8
z#V)tL!h3OYTW~BeJ6E*(449;hwec_-mq|`}AV4*u&yUZgr`ChqWZel+IajLOGb|f&
z4DWE#s*Fy_8j+q{B_VNGQhjU^V9U#j12u27fv^7iV;00hDy;56$r3VC!@vZ5P<{sd
z0i26bmayRvS5fSj+nuq^W0i|aX{0SEY9AqdL^$|B{CgCB=i!#X0Bl6poTH~c{A-v`
zj9OIv;*c(sUaRnLNBo~E{NdmO@qe!H%SAxC(-Fi{JiWZ~gc)=D0)wL}Js!JtfT4dE
z;@?g95mf!ih7ZKQn~uLm%4xnq$h2*lBX^SAhJgvhIg4mEV#dc4otckrLEJQ)zhI@v
zWr}7}Q%Z6z_yGJ@YS==Ql%AZDlvzJJYj{HQ1n9#5i=xyQFssJhC86pBtvT?WX%c+6
zcoq{0Vc-KvsC7#cI5sT>AE-wnjFuw}y-jCBZi78L0lprvzw+312iDsP&|Drfz<bUO
zX^QX`f2H9)?lP;Hn30i^mRz$+`tT|>-LzkD+GN&GP8pM(0{?j!rqpL5y{B-kV8d2C
zcaUj^B4FOWLZ+RC9?-rW;j!UhMeYFYcj7en$9ZT9nk`_cr1Yn2_r!E{!eH9vY1CGc
zPF>V3*oa}}j(55`5j5(Eg8AN<(x9EXXH|QUioHIgw3|~K;jt0F_5A(ihxe56iL!l8
z-}P?UcDM&!fj`JQK*`Dar0LA;@PSu%0;l{AW@Sct#(%@dGRPNf+!NGkJ<!uI??3-X
z-pN$*#l3(_1RJBebeMi1fsMQbrlt(f`Y(uda8Ff@`&a?go6$vOa^yUvY&{$;arm!$
z{Lg|HQg<{*b0d+ph@(@H#n^BN3wHttmJgDXw*~$d8$pFCVDng1Xx1|We}+h0xl2u|
z#}47=d~`>Sr!4_Bhgu{qyFDil*_uG=AqX~N<I^>2J^k(lc&PST+i#W){3B5Gu2i;{
zcZQQRDmA5ka`xy9wMvZKXd8qdq{xvU!{|ZO!@vY^;!3@HbO>veJ`k&zKDvHpN=kB-
z#H=a}$2Y|PYt+15lZI^?HgD0iAudrfR&C*$Yi?L``)~$SOvQV|zA*5Cgw$dg8l9Mx
zG=d~Zrqp+9FL?EYvlX@l)rcl{eLwZweZt2b$Q+}^t}X$w5tNY)k&n6qbS^~QfGL?W
zNtth+$ZFb#_CO*0i6gd+c>?O(CK8C@DL=EJJ90UJm?##m4W&Es63`N$glrS&uV4_;
zQ{ckX9UxuVvPi!iKxX9(7>0w5_)WdA0!7hu2Np>ul)P>To~Xb*qCrU6NxLad{z4$}
z_#12lyCHQ)UL+7RQo^!Z)3`fMHlo$I60u<8Dsd>JNn7B#IC-2vVh{uy_b(7kMj#(z
z;gupdNgLpMZa$myGL94*k=AO_g~N5~!CS;`N0ups?Dc>=b7}gJIX&9JYi4dob|J~Y
z_zj7T8(<gX<BqHb$^fvOhJREex;^{Gw4vkr`?w=pst<V<0tYeZjyy#m$M8eg@LM9>
zfqCo!<B;mY^I)`+40F!Y309nGC5IGNAd8V-*ob>eU1<CLqo77~NA`mcfqY?}oN5HW
z*Q`5%3$7k7xZ&_B-+x?mp3Rwj-+Q$ad@pP&1!z7`A${2Joji8}KVF+Zo|%#;|HE?c
z8v(O{ji^<9{LB>%QheM&vtSiU#cRmTFK87Ssp880x&z>UA~*($%EG}yXqhw`d@F(%
z2?i(0_h@?!{uzQ74F<Q)TsGJE$fG-QGl?|@v^&^{S{pW(j<}i(EO0yU(Ka}E6+ZPK
ziBb&C12&>++}a<vw1!Y8-C3DORzeX`Hi9IvGT>zTc`6D7PFoE#ZP~-Zs^}&#6%ICH
zW#q}!^I1cD+{uxHl&CtFag|}?o`_(T(b1?spV`%8hW$w87>@u&<w4Of-I1LrDAEkX
z)@|=csHKheqcS4Jv!6ZOY0E>ceB1#}&H|n}7jfMV3%-xk@%kLNAIKWBe`P|+A=d&5
zy?=RZic!tlH|y{U<Q3`;M9P!JU`DI|#4v#$Hgh7dU=hzscXu0Q^V(V300xJRsF8i!
zynN*!0LABa__II5wk@%7-xY!UX{v1xFV$Ge@!hZFC*M!^`GoFhas8qWd<h$|dVk*c
zH$Mk6t2<gxfo^xp@)Khr97J~l#}~sg$EOHjt2H`#4EH!}SS4~N$KIdy8OJ>^Y>cz{
zPMMGJ{+#aEr0e}(=uRN%HJNlZHJP`b8_!Y3G7EBS)4|d_@)o9p=ZIr(T%_(iUOxGw
zS|gsl&H7N_0P6$}Fd6c)Z#_n52QEEq+#2){8AiqE>w>v$nI5`^5kCN?O%G#-(Ww@q
z+I7da0v^cQr%ab`YeSt_w_{Ht9l9U`QFj8zSjo1?GeH28pcspjs?PdXP@iJsx|-o>
zKVoe|7}txmEr)>#{9H`v&n0FiIZlF;nUt8Bl8lD9v95GzIKO$CBcG&?ZpSr-jZ2Sr
zs-Gf|We9?e%R`TgAds#Qt`B5GcAA4O4-aL|To5AFi0lWF=Dv0m+}pa7BWKfRRY6Zx
z#FJc_-<#ZC`3!-mf*jbmwK~4mMLWKZ)8iY6$_g9zhWdAXRSl1G(fAxpWmk=ucChn1
zn-;+PgSrzqzOa1Hf{OCvQj|}{oH1#RKhpK+KLRu8zvp{3+_JG@2Pk&}>G}_RH<URa
z;ZU&=ISVHoZQKopsymu8rx-3lY{asfV<*io0$z39(Hwgdt!`|%KnZsODGPB_&CE*7
zs^2%EbKm&ReLzT^v9K+xMr<7O<&%eQz|ll^Fa+{`AeLTM9|}FNyTic$_uuZ*z9TLW
zqb4k)hQF;&fDfo|hl3CNcC`>IG)rbDWz|ngOijvkCMu<1g6(vrV^i`NhF%ZsI?}VT
zu=v1kKZOes8@C1k<Y#DaKY&-j%}o`Dn@4Ah<p_?A;3x#$k>vpxFm6W>Z20uZoxlNA
zwFU&yisPNE`r4xyc<?7Rxk2m84IuX`L81cAwiZm_7pvdui`i+Rze!UFaW}eyhJP}A
zl^$?e8`_Tbzz2T6jP?EOtR%?T2^=W#e~X@oEilj+l9d=_EjC=Rfjfa8Dr<cR_Kjgq
zni3Hsp%%Mx<QX!0!@vZ7sR?hzPG<V>bO{GK+KMrWFUuJX4kWh&|Cwz<kJM{vW3fXP
zcY-lGF<{11WV_d~WWfj0Q=jR{%#y>AfDq&akYbq1!Rxvcg7NxK91S1%`3C&?aO}9n
z_x0(Ei%KvnVm+)d^jh$@q9rRG(w-a$-26|xFw<@sX*n_@_+&{|n%CBA5fQW?tt;9<
z5^Y^RTta#~lna!J!<3cdjKh5a8$nOGmh^E4*;5Apd^<F90v%byzz2T2oV7+kc1P4t
z8J`ij9Er;w$6Suw8?1LMnE&ci@LWvbjuGOz#Ql_+7z-xwQ{_XCDszlfSB*w^Lacpj
zSQbpcx8&1!O&00gtN~MijfiT#Z(~m=*DYF>n{s6cbZ~~sqtY6RGn5Do?6x)Fzo<rR
zcy7wE;vGJNOn0{f;A(TOhrby_n{x?}DF++zZu8F{I{Nn#IQO|7xq%L?X3P2V&y>pL
z_Qd*x?#Q<lh-Zs$+-+mCMP=WCi!ryOKYB>f7_4b;-xAgDRRQ&wbZ2EA*%z1NMg+ef
zdawhn2J%!Ro{ZYNCa13SaYrT-h?&7=)1Eqe^Nwmhp*ujpHbCYm|IJ)vs`tW+;^~2a
zuS+)h<j7-1Rj@x_8eOp`99}>XDOpM5l)bLXpJOBXeC@y5uOwK-x|1Uv`0oMVvJQdr
zAp$Xxz}701y@Ih=x<g(f5RB1NfqL#sSP+R$Phy>llWzyFDa(A4&k<`3Cpi^IcLL<|
zN(E~z0Bf*dd9s5xwNnEn3mY-?mj}ncP~~kOcXH(8MDk<skHkhim3e6Ym^)!+bqA(R
zxr!fxlYopS`v`BBsG#qnD}N@hj~@+JJ8nnTAbCCo|2WtPbxBwJEtnC!t%FV=`L=>W
z^3m1}R8Um^4`MNO2Up!MNcSD^6<J?>)^oVlU<@Dl*@~gKhUFtuowQMbUnW1;l{nWS
zb_Fbz--&H8IMdkhpSTnFwOfgAhNHw6)2UPqZTETNLvh^6kyUAAVPFEkWm`qS&~&&Z
z4jk3wjVE`ej|JbQ?x5XX90+k@Kvv`cnrSma4aV?+Uky2pP&Y7B8Dj<wrxNK7#KQ-F
zO8<!yG6O#q8*1tjKpCK`Jp*>PG^pnjI9Tn%U|&X#Y!ECk7EIt*?V}>FRecpr4)14G
zrUy3S?rZp5W}=TfIWm$yYgRYa%z#Q_x}(*|cPL!gh->iT?sK0F^>HVVGW&3ilp#e4
z%3CVa)74sPfKrBy=x`wIk4BXt7f^R_?$r*4sf98f8c>*F-~$N=se!WL%|p2H#Cb4J
z7EsC{<h$t(E@FHm&6$QO1rD@<nwl&Qh+5GdS(3ElZe$KNLiWC++Vov;cda{tw1u2D
zkd*{5zDDEBL2VW~Q!Yl7*oeqIjVH#GXyfBfjyy^%2?G=O*^mo<I23`-8UY+}?gLl2
zYDA$Wua3=r2rgZ8Cr9>B-*T3~KdKQ;A8p)t^s7)yP<Q0}KqlB2Dabi&M6;(yta$1@
zm{Hw<2|b7i8iKsZlZ5eZ=sVbmeP1q~(4`F2v(_B|SGrVf1Q!&z!~z|vajy-J>iff^
zaq<jdyaB4h!G?2&xg$#{Nq5dy1`upS>)(%l&?&mDk30IK#gWF61fHuWfMX*XrB}|g
zHBUbucjP(x==*SZbFdLl9ooL}<9QH`s5>%+uv~(F9Bf3+oGl~E-wEcl?#R*#M7^D+
z8n-qnILW9s>GyGR1?+Xe-rsO^*oZIlUGMfmT2(N(+>Xp9IgE#i@J7UXoPdD>VJ-v{
zlg4B_(mk*xWR1X0r+#XB(x`y*l2H((m%Q=eux5&axkYK*MT0MA2;LL-Ei3*<kU(0^
z=`tZ91(N|166i>EOKM|~4cNF&5YK4|S2$8DRYk)hN^m{fv~{`)B*jGM04d-#`A?KM
zKA0}mh~cfHR`lEq_s_b6N)FZvTu);In-0z~MtZ8o4Q7E=MrKwqp9U|1;P8rlAozsY
z?VJ*K!FyA>qh}=#V3eg5xHZm+`XYZ~oINWRD*&Skvr_4pU(=%e5EmsjLgy}VN4`Yo
z1Tz_yDBOy<A!V{pw_u?(SuZ-)fP)Tjn(?k!Zp68Mmreu5ovQ;i+?WSHMj)uG<;k!b
z-MLVna&nhb`YNQ^>dvhQm+%$>IPC+)GaTVmv=HvYbcYGwiiB?qCY-GNFSH-}3nqLD
z5>8U#AzWXDyA{C>1qC1ltgH~?Y*VhBsMxp{5Re(5!~b*SHCRrtQJdQeI!%BxUw35b
z;I(f_Ss-g`TE>-L^ogmUq`=FSfVv7dv4X$>)ri|W9Xx%hImDdn4l)&J&Lx4JdRuq$
zB0M&t;<zqRzuxTT<Blv8Os0LGUxcQ{NH<N*T0J#u<K%YuX240$x>nXpDi<!JV&nxh
z7>PIDn4Ont)fo`N_=&zx{Um6DZQrYAAKDyFGN@Bz-34R?HlohZ3)5e?2>GPClOvDN
zS>9--K|ep9Jv9c-#=0ZF4F=J*R=DVjeQcmpFFa18JHQLIji@l0%E1#ryznS24Sshd
zu&yS7n?s2;U;nLGAz#uGvz)PT&7}@QhS!$*La|aLuLjo1D#0XM@c%6h3Gl20{4XsF
ze8;J1u^Jkzaluo)!QZuD0>5k9g34oz4Sp*UwI(*K8@UtW@TV6)YXSRufM#x<-fE}-
zopGg@=%8^DT#&Bnbkgg$osgB1*}13J3~?HcfUF8^#DtDjV}|!$3j3Yg`G1UE3A~QQ
z_rG#w$x;Y~Y}dXoS)%uqZX(H&NXmXao~*yIyGkWni!DWxM2M6UiAp6TTiIHq?6PGm
zEu{Y6GiR3PdFH*>zt5-Re7wiZJZH|FIdkTmGwGs|w1G0C2{XdlK$vuT2qp8*1MYL3
zh#bgBp2G&1wUZp0aOc*Na69Mcio>5Ch$DHV$cejteH=EVMldg|I&2(?{>jjUd$&v{
zbI<ZTVb9jl$0y;WxH<__*7RIfgZ8_*Ocg>&G$QJ-3)_<L!U$aDhX-d_gPS%=$_va(
z!U5Wr9nr_ZI<W&iph-lH#3W0!$Z}F@B9TS>EZNBjcJBg-O*lBqJ;%3Z24_FO*$(yK
zEQ#aj3v<tgX++jjqS5)!<bmcV;1wFzuf~WsYa!uHA*9_JV!!lh8xv)vg!vPRo`Bar
z=SSN<>j!#`=#g4w<-`t#M{2VMA|q`wq*pJh@X&!2f(R;rz#1IZG-=<CH%7!gjiCHR
zR2KD5h9)!sF@eri!OP<X@snwrZ_kQz)ycQsx@KiF=}MO|gs&10F7g_;A85?0P4zav
z+jz;{aq()@D)_lZ(RWHL#gfrTcnD9+A^453uS?){zT-%2%#3F+gx(e2I5m8h%swDr
zh@U$dLl`0r0KW}}BZ0R*&;1|Ff8mL^K^Cj1NAmlNzoR4O^eT8fUT!mfVEMk!#6g~q
zI$w){izIe^HKQ$+fH!*lyvDC>8WcB(`+;diAGzn65pZ~DB>aJ6na5PRR>=Cb{P;Pd
z;5r|kG;R6ZXC;qih_+0T>B<aDC3*thmm5WvTe2s|4Wd3!9KpUPPV)y^%bpj|UcGep
zQUalz!NN3yzeV|>4SFxjO}7ngJ@MIyH`v}RhF7|l(6-Q?8A_<**H0I-<@5!l*r5q=
z?^10WvEQs+yVfWHI}q74Y1Ml59WtnQByhi0y*l;ptQiU1cg!YQ)si3Y5I^=s#nqt?
zjYs@N{0puaeFvb*+for8^2~><UT!m>P4y7w(GVVwlAHT4_J4dGF=?&V=+dKiT8}<=
zl2bRZg>`A(stF&#?8P^@uHp}MjYs7eryQAAS^H-~6XwBqmS{`QH2_b<)H8^GCTi26
z3AKsL44ps~@hf0gN$^2_Q}ix@xAygOKipP-O57mn;#aoDt&X_o_^z)T?|3rqX~exA
z%XQ%MC3}{`VW$!CFl<^(qg{w*;cCRyw@1d_^y!OJ5hJP*(K5Q=HZL1l^p9_`{52xF
zb4MvOM+DSe!|(di;rE!hFWSoc7q)bLt{FUS8WCsN*<e*y*-7JG9h3$8gGR))tlg?o
zM+D3ZL<R{>ig+DNhOpZWeDd@OEl&J?H#~;Vr~g*8+&wUVdh!CYZ4Ufl)T-UHK~r+)
zfG*j$H;=mph+_x1J11`}M`G&Sek8I6tXhifobB+ed-GNu@Q&%guv+rJpdEvN_w!>X
znoax=LFF1r7eDb=*yB^l2VeX6hZ>;K2()NhYM~^ZbaKiF96vw(1p%+!KTkh6??LRF
z8WH(8NT*LS$O)K06N5kr$QBz?i+P!x%3aGCG3B>Asnz(&n7A%V!m0=5o;9M!Sf4t*
zfyrg@B?2lp;U}HQ@KczjVm?pyb{YWz?}3$PYSgPZ4i|i{PhWYV-Z*RPl8~~bR_HkM
z>#ROD_g$AaemAG%HE~zQSi$FnZ{hb&mCCNk6BnJL_e*R4-1knSU&kVYx<LQq#V(Ac
zJy}NiQ#_-162=zRp_Q;o4;9>z%ew|8oX+)0$+<3DhFg~0B&>Csp=<=wkXbb0h}Q^?
z|54e{8M`KRSM$9f4L6zjZihR&@YdwsNw_H0NNAB=vZ5?+=l(y#wQZZq*cwR}4@J4_
zoWk7+(CHE;Zz4QIyW{ji5ODti|DQ3=B^e>0qE$nWK{~fLTu&)L6B>YcMat%hKd8-r
zq368!mzU0W;$g^Utn&KDm!y$wI+n$;@_S;%CnJqjBd$hY(`!b-^+&75y{{2KGP!d#
zRD_JGvl;vIju==Bc@r9OHF}G8>(Bms59&}Z$al?*z6bNhU5(DC(QNv}nhoz_MK$`?
zyGE7o^$B7|pIcY$nOpv<A9pqSEwg$zz4+XixTg_!wH?dXt;3nFC7_6M#J8><P%<tY
zj~TxOb2O&v93BnpflF=#IJRKAuI{3;y#u!QxOMLhzx>H0gq<iP!QQKXGBly7z2sgV
zcNvCjz=3`>Y1cHvr6tFmTgCLwoqPKnyA?aAM#!Y2n{x3iEx_iy0FINe5b);a$u+(6
zQ6$i4M3Bl2S!ldQ0(Uy$LAp1(W{_|n;Mo9wVB~_E-ICBz8c7$eq6<_1WN5;jCh+`f
z&TyyvRzcW3cHpPY`Cm;N8uv7k?tZNP$<T!Rt>}83Rlli2knBV52s<mO#AO1;!EO)}
zzfh7+QxEgkXF?wyMdb`fad+C_JBJ7X@1T06fH+{KgSom~JA{|R7)`!GPIo3W;l8V6
z);9`DqX1)1{ZvGl{p^|uM#*DukU<<D5EHsYMZlpC52R{_1L@GsAKY|+xZm&Z^-XIf
z4gK&)THaf@`^CGVPBfA(vNId(?yY|^G~wQDk{66BlaACKUde7kbQ=+JOS}RrND%No
zd+V7S_x_A~IE|1T$nq)lY>#-B4;z`#hX-L3zNr2y?>q^I;MYRS5_q#794qdA0~gyG
zF&P1w(1g3KY|bO5l6WS43y(gHfVXvb%J4gHhHp|Mi0Q)AL)&CR6Y5(`MmxBZ=wA)r
zL%=JW+`8tVa??=eXvwDMzkF{RcDvWv+PBNeaVdi9?~;AmnP#RtyU69mJ^?TH!P}Sa
zdl$~D16yhz{d?U#aj4L>M46fl(1}Kn>?gs{kie^(KKI5V%SR%dK_S9%_x^q8*s@as
zMw~{(uhA`zos)sIXDu1WsOO1MC#3U9;u4eCGfs#7%RW3ayAhtPRET!ZSQE)OI5ZMs
z_NCHhq8}aL_qTIQ>1+1<{2mREfQm^#zJflSW6O(vCm-PP9)w238J;e?^w=d3xRw{$
zqMy$sfolUdgZ3((Q1_yvU$;JKQlLp$SRNUVgGTVwJ3cmKb?cwZ6BJ=S+QdaMXfPhS
z$cU4+(*&;S_AI8E(1bfJV<s<<hDzEYJbSi1Jt1ahNI9j@;(doe2fn|}gg)HA)sTpf
z6oUs1^9QS14w((Yae1Y?MHd{JaK|>+5;tY+B8Cfopn#nw28T7XJpkVK-ilX~cB3$X
zM#yfGm;R?|(I02iH!7n60o3FNKq>x6Odb$vkju-#>&YrB9i3Xo2>|jsWKGC8y9c69
zF=sV^oC4K22>M|rPc_zvBU~W=jL50@rI-_K-C0PBvx?tA?l+`=^9a}zS_{r#KrXkq
zy+l5VSF$bF&g5(KS$+-0EJ*Sy#F@!VZiUW0uuYAUI0Hb7c}Rlsf0B6Zs;UI!l#}Jp
zrirf`wMr7TF70did~(w$xnn$|bxGcnMs#<SoLdjei8PTuCi1RPa+ez)fG%XcJF_QB
z@r<PqHwY+qN<fwcMb(B{aXV@lC2>2the>SBE+z?BfZ|f#NJkEP#Q<)_?lR^jB#nTj
zV@b9sMO09rLV}@Zczm&Hswcv8GFKN-F$^@CE();)nF&o;P1%ld$IClHKX~R~v_e%4
z59ujC2WC|Q6^n|%FAhq@gEjbifp7L@!JP$?S^f!Ho&>xHw$7fI`VVT3X=Je~L)n^^
z*R`ytHj^k2P$9<%>E;RF9TNqa#9sV6+1TOFvc{pjG*_AK8GV^dJ>dKUCy*M!rQEkY
zo0tm)jfkdE5=V84i{L{7i3kQA&Son##ViR|-ls-eapXPB2Yb_sYs!9CV}mWQ)v0j5
z)MHN|e_1263)2LPq6D7e^=(TWaINwSG4-O;1v6uoYdq3m>`{lrN^qps!if0G6;&j>
zG6N)`?-d<s56kBNLZV2(+xOoGKdotl<dz)s=lAM(M{y~swMdXB(TB*lY?1}0j{~nf
zzBo7)^Y}L8@0e&P4MYEJYLbAL`u6%6M}9>3xkkc6c${vbv-zWA_oEIXfLHSL>hmwO
zI)X~B=aan`W2d=T8}(R{Kq&xN@?$Ww5-7hA?m5^&bbVah#3bX1gn;+{T@;Rv@FtCj
zMUo^Ch2!XOF@bq$RT!Vc1A$p$EWQsyYIB7hYfP+TMOcr9PQc_O8U&KE0YrXBj8uHZ
z<a3FffT^cs5Yd>$-l{A|rghYw%&a0{N+TFViKqW4eiaM3MVk&_F2OaTE9KrrV<eEE
zvXrVw@F>X%0Tn-l+$4@DLT=K2?q~v$5b){_`~B00pG8S^jfg9f#FrP?1ia->4t~#H
zfa%qUILsvUHkePq^KbpCPJBN6q8br}qWX`c`#;uU{vXFg4N2l(!Z0LIUR@mXd50<x
z7xlT7GxX5}+>ZtuWe%IPwYxC6ofuai^<k1!nqC4*V+Xa`v-l#&lqGSew?DUHx9Ib|
z4^LS6*Lr=uwqA#jie;b_?=rc)3Sw;=$gXxn`ONd$8WC05-0cA73j*H2*6)=Zvjr6h
zG$I~l5^_<ppVIMMRa8g#-NaH)lKYc(Rfl!~@bccU@7EGFzKI(|R6tW;Mk7#4plZP3
zB9V*1;Ue(~Ze=uD^a&_6gQwnE-&`9P6L?(qDvA%zxM$LcSi~edX<P)<#2nFk>JbV$
zsE*P2&qKe7>)G6{M$90f`hp;Hr+>r*+#IB*b`-$BA>i#>xa-C*_tl6S1TD(r0Zfo2
z(JpGhJDOX3gK>o<!!^66@~K?bk|Lny1{c{pNhf0B6i5AJqp&*yUZu*7ZaJ}T4)Q}9
z{dr5Z2Fv5(2zQi1<09aO-0RA&cB)y{1Gbge$4&&h99$K<GD_mK0v^dg+K$9&%n>ob
z>QZ-)d?NAc32vh|NPAq?km5p8$BWI_ntLd$EscnxOfnAK^a*%RH`@B<ogdbY8${e5
zwd&omI6iro0rPpj<bx&zyjF*b^iQjXmzp$!6;qK^6qQ^TZP@T0K~hS<c%}`a$&V9x
zM<(Au^GHBl0WQ+P+lyi%&Lo*k5@vuLZobs(i<$f+xGV^mdJYD`00bn=e~HFeUV0z=
ztj+Q#N#Heo>y0jb`+SbHFokIHmx+969y!1F)Am5X6cqLNQNXNmQIT8xcwmkspMaPC
z-CaZPS^7!bd*zWo+ozP<PHsOrfXmck6(;{Wd-f!sfVXc;-=-f|UX7=%YsZ^){p3r!
zn3d%J5qVWf9&jVMi?A$<tQCA$J>SkGnJu4*auEuf$H#_4pokGZLmrRhn?D@H<rl#i
zCGhg>8B>45%McTdh<kYGHfl;&d^DSuXuu@)P~bSgL{sKhHB7Bfz})^DM6}^nqF)y<
zF~L$Ax-U=6_j8Mbs6_%QN+($SZ8f(j{TKvPJVCIg&_~<~MHl%5JpEv*LBv9C#R|Kl
zOGGhVZI;AUpiMADs2H11$ZnVI`myhwG4Umv;hD68xsy*%y@1A)=Q(hl<BTh04_^v7
z!g{9l>NcdWI%ul$T*im%XQhQkz*{@+z=zMhavMU16q2r<KVaVzS$3uvr9re&w~h1z
z0na=hs}a$G`C;{gdr~_Gy#<z8S=PnWOjR|Zwk2ESpNo$KXIPaAx0&ruSuAma8E@yt
zjZ{A^N&MZ|DJ1Z?ZaAK@*NDi+ira1?JRdNgGy?g(4>Bez5sPnFCrK{_0aGs5Aee2b
zq3?s}>MHR4Kq&~AR0xBJ)~rLf6W0l--F1mR#zjMuOB$E3DIe`f0(pmg0$%$oNe?Y<
zUluXE3P~65q7zsm!)Wmk@V0JxG`ULFBDm2}h!&RWB(MZb?vg>k6j?C4Gm-E{?6(Cj
zfeM<(7Rn*=c}cAnBg!9%DK9h2?TTSe2drL@OCJ73<PR}}ti9?K@)2#BWG?ZLfH_PV
zB)q7sFCRRlqdmKBqI?W!en-y9Wpf=YY5yF_Mjp1QGg%km0hBV6*e7j-@+(Ap_fOHT
zM!=hpB}=Jh)0f5#lI|Y+Tx;Sa^VymQj(0}9kl4%&x)BHQ_SFcKf`BSMcTQ(Pog-6N
z#(AaE3}3@jA?tV(NKnvfh}`Y`&j#T02zVm~ZxXAf;PW)1_Vob&ov#b?(_V4~95oI@
zFEq)Ea-aa-+T#b;6j_aZUnA-6$=uxz)e|ze(#j#A3d!Tl!xiP>?idb<h4!<XDhm!?
zUDJqLLU7pqWy{XofP4y#fT2>fN|R{ij*6DETC{tQv<IsYCJ9>K%g_|Yl}aQ85|j|E
zfWHPw6(S*E6re%GVm=nhWl6vsZw#W&Iiet~Tmt5#VGy?@iECCtDrhWrJvkqZ<tI}Y
z<jz`^?I)WYGvoY%g#|u^uR$Z?8fJhcF%L^?L~Mn^gkr3J<(ec3yt`MQJh!p_i*bX9
z{M<?k@rZy@)&XlrM^D+IyB47n8s$j0TbaxyQKh?WM=l%BMu+RLQ7lhvod&<?L}HS_
z1&8>EN$gnMj;<tbCD0M3^dAgZ$ST3=a2Mrtu+xKy_mQC3Ka@wxQ6{Zmt&M}qV%J|;
zOew@JN**4gJRi)aflgpWcJylq3<2-eQ6=7gu=)#egXjaw8dBv1yh<s*PkN{7GNfNB
zL}YM22y`lDv3y&{BHx~dQ!B{@DswtS9kzW_NlFPMIIt_@-;y{|3dYFidH%*sh;vxU
zV2pJ!xyrFPThmqqTydP7n7zR{t;nrpG6VX7$qn>%1QL9m^IoJgmhkprui1n59nSu-
z4z3xWfO)RfAn95OTg~s>aEnh^mD`a!m$+cMd^$@;s%(-<Fz{-IPB1c=M&cJXaII(J
z+Kmr<Hgf{PUNj=g@|9MUqd}%WA5{~svdLiT0zw+%sAxrF&*p#9B~OwBUX=omFMh4w
z7bpNSCfglT>wh8L_|nn6lFs*|U^_tf9{BybBniBYKW&)%;e^lP1_5h25+w+e#LX;^
z*17By3vzejDQ9ZV`*%GqSu`R_@O;>PljkE4zaz3rlE52p{6KJ}xOyqLQe5wNR`7W#
zeWMMeZ{S>x3ch}LOPxdhj0v^lS=n%nwY#|$+Yu|-75b>Mg8aM-pk_r6vcy<}`kl$M
zN5IQ7>)tK@R>yXx5v{hZY`ALMxp?F9+286q+TW7-myi0B^-Op3q0HWrxGX)#B(_tw
zjNpG}#+{3aJy8<=CFr&*C<P{<s#zliW0E#TmA~VE4$15#x1tnPO(X*y!9;$mKOvd~
zygjS0v>fx;ZY1z2Bwf^#i!30%W#(s{_U-`CXarNU7eeb($eKuEsiNB!dFA5OUo<Vt
z+-F+E4WdK2qg)Cak_~ueTaj^i9sWLRB=<lK3(C4gNKI79@$O4ou*Z+l9*G$wU2Cvy
zv<3;N%aJd1rRFb41nGWIoT9Z_1u}?j!;Vlp5{zpB!b1l`|5{?p+q|KtQtJeiW}l^x
z!m~)$CV|rblv>}&+gx<{zN4!Ky%P!iwui1B0|wIFe4@{{w>v9`){S?34k7It!5M+g
zQu{r8-?;^E08gJ*efc|E==1NTPmvdCpR)i~rSBo&evc;KPv5gHO75=4%S>XWf;Dx3
zLuj!*4WM{3z|F915}45e3rUm9N{dCAJlc9d$%_Jz;gE%t@64c5mp35YR3oAsi>3W)
z$FvZoc$c^41b@aFJ<)3-GiUeb;Ok>lauBm<9bmign2t}tn|~qKYdLO5l(<IHMGJ@-
zc9?8%DM{eHzOl&rPxO2sZji+=1xa-8Coo=;2Ude)a_PEGB&k7h4eYFFaWKv7FapB?
zLacLl+2@$V`qP~PsDc8TLQBdOl2>FaesO$(1YVH~J<1neiwq@=hz2~3cIj{{0l^Tp
zC5co|tfO8$S8+k^&vB8a5&fiUV_J~}%xhi-(FNic6H5uGC9qe|^xl{*5Z{&rmOuiM
z=Xoso@P|*pJ9)<)6(3rSEGCVJ7bS_T+t0=Oos=K(2$O7}`68gswPC;07!ZlY1eO3m
zU`Ak3NZ{4URw`fZlen?di1wJKP>TdS{4f7Ah^is)7lH*Zfwy&UmResgC<AYsLd5@g
z)@|%Em;Oc+g+_ES_hv8-eF7>H=sq11bYEOuru&O%G6;Bn%iD|f-+`1pjbN?Q79?IF
zPSdL>_`2Hkbp*T(&5rKdcVEr8LBvTWNyZ;O0dLfZ7Gq9dTQqJEag<4xK+pRGycT=!
zd~eIb(s6@mBg@*w?$JSAtT(}^xyYxZ4s?i+ZN=Hk#Xz>^tjpN3u0?j{wCzYcWvq8*
z9tMH+Wjk_BkJa4K2F!E@awI-wl2jrg;EI~)#3c4rDgL6s!zsckK*W3r>f^d#I)-bV
zqx?m|JH5*2A0$>EyLxA&Y(=hNUdYV4fAvoKZ%j~n2jpcAMlFH&+mM_7-IXT=S7!<l
zZ*eR3>Yek({=vPvOd$IwCWbLdSCl*O33z+`l{@a~gX}Yni1pmj?+{X-fJ*Buj`GA^
zVjXKfTs$u3b1Q8~)Cs8F7ZnP48@?P9e=-T(-TU$aUq5?e-@n<)9ntN!Pr$p<uho?A
z&)}mqA|`VyHxmhg1c}SjB#E%k^}2T%3%M1`mz&FM`ZK)<l1eoqo@0`t7?MxG>-g`e
zPVcsZg42k2o=K94F9f`SgZHO@bv>d8H6p&@FQPgKJ^^(NjPM8!+(CH6bZ+G!P6<8%
zuYapsON`o99#5|+L^=8VE1;CX+gt3p$NJ|fg*j4)D9u|uF_yz4cxnQvw_+uJgVd$a
z3Lv1gdQf(UM6D@z6I#Wsq*5yc%xg^s5nm?mD6k8QN>TUV{BoB@O~2t6{RGJ`F|n7&
zV%>vI!lu|4C2?MY5Lc4rM_c8=OKpkX?UuyEe@t?mzKDQp6T0yh?iN3aooQB)xz2{G
z*NfCq8&+ews`)eSD20YgAi*^LmUse!GkuQjJ$oB%j(i$%6G)to#`Y!4TAYRw7uorQ
zXbl)w**hm!S9^|%o-<t%_4=Vb7C50}7}vFAYV8Lf#At5OlDn5x8?N4|bG4~MWz7Sq
zLS1cAT{545*W%*~`EK|XQEwW-xaeH&e@*;4dG$`!O{kSj*KTjg3g$I@DL>rEdL<bq
z(a_;*A9y~Q!YyQ|hdh1^;PYH&!t<#l@!MflNZ>W-`p*w_I^7aCh&UW|^YSFk(u-<V
zOx&3GSQHe&99JjF#U$gQ_yhs<R25tu94`HBOyo{XvQd+4jETHVV(TL4ph**yBd%u>
z8-V5n?1|}7689GUr6>ujtX=vnzAGkXUY(?Gl!UpvS#uW;fL4x@xUnSS>Lg8=Br{>4
zs#DlAEMHu)uNfuL2XAu%7tdb3quS9{SlO)Cp0xEbF*Zu#1|YPHlDJ32_E8e8?@WM{
z*u*56@uebfx36N6$ovQsJYW#9pIf<=);a<80Ki}RC4j%kGtrhb6otr&LrlJrS|s3c
zd4&TpgNU<NAJ;i1vGc_mBbXa<;p(mY&LnohxSakY+L23AgL!1{osElCBce2pIU$n-
z`<eXD(};L5+L3zzS652*qunX(!W~sbv+VbA_A>VcSa$=j%3ox+5?4z+$Q{k4jtHn@
zM!+L1dPc{>>pN&3<(FDLaOC0P2Au&aK<#Dfh=6$q)*zxaG$y#4N+bjlSPDMdVVRLQ
zZ<X)b@^g+muKXJFG@>KBQm7*W2|CIt?G67ke3%5@h~Zy9c{B$$M~y7z+b#bGS`t;F
z?kHwJkd4RK*BJF{2Yij<PHrW$amAt}7{2_^O5o#6GLu#*0oTJSMn>7_h*#L}YrSVa
zDvJpfJ{I+!agl162?%dp{nM7m1da_FNmmDbQJeG&0hJwmR;LM{jfwt=O^l$VIUApT
zW7!lJ3yoZi1_R)F&wUH#k${)=n{D&QH$@%a*R!-PdH42~NEH7BBZl1B#pVilYicH0
zJVZPt;1y3QG^f!Hq_vFSSm2J?<IBVad*0-!iH}Y!Zg|CBBZA#(f!&Eu5y6KH)pLjg
zlhF|Y^OCzk1iP}td}1U4^$X4-{QNu4B29SV+jRPZ-~ZWY?+d60q7mhqkqO(Jwe5H*
zpzf=KGyZTAaJmb^;r#@(n*`n{Z^Z-6dsc@hM<MQ+n!W$1>Z1{LrVfNIvgQl=8u%O=
zaQHjp5^wTY=+@6C;K@?X#o;p2h&rSSf#oZKc>%;A`jC2(S|Ol9_i-BL82%gL?g`Xc
zCPE!Aqf0huT5_zSUyw{*0;=39Vr{wP&Ba(oiS0qb&(9KQJ95WTF}n4*7l4i-#xA3s
zx)cbaQI)#49r0=iTEd4Rn4xXZT`<qGwv(k22&lMX+=Xy}G0OWamL$GB`4BK(VS|W&
z*~1m}@-NY*<^LnHF{-3|ss$~9cl*rMX;tEgY}81)>ww}{8gM+(h+Y+opk>7ke4w{p
zjM=}vy13Lwr(>Q*Kz@nV&jQG-sFzs31wKbik#i_>swMCm3?KM;kBK>Ono)>oz|(B)
z6#dSl36vAc#<e6I#DqfZ8WGBXt%?=S76#8@P;ecKkdxx!-qMIT%wvItfck6zs=y~4
z&s^#A6fy|ee6VA2gKU-k79C4a{4>}Z10*56f64AxBCX$mp{hD?R2Tv}pO;g>Vo4W$
zqK1z{6Yeu`J33%U|BN<CYmGTqnUv#siljxR+dyJymD!LTR`1v?G~!k%yUGY{)T&4u
znkMuk1P)uQY05_B54r;T4=5F+yyV+y&Izc4NKlDqlNwq+XUlKe>PjG{B#2P{r&MZ%
zKmspT9p1(4>gTTu7*!$ui`U5t%@){R^^!4<(4@OD9XjpH8!`LJzRLF{#r0*%T{IB{
zyc(%9PoJm*C-fQ58~@IwYa+$;Z26t;c<ckk-#lI6!k0o|ZWrZuX7I5lfBOiwBJnMK
ziE9Z57H8<oFWGq=JfMrNtAV@e=m4&x{g8nA6oj(yH(kKIswW~dp$T{DKA|L^h?Lz^
zxWlzj`x1C<e_FNjz}yOWPE8>s=<wZhIV3@maIh_Yqn((5H|_9m)z7>IkFrKYGZux-
z^lu25qUr_-kImLD$9u?p$qRP$gDMashWcs4f|tHxB5{R)*Kow?b&rlmDv3sDpmd+-
z&n0P?01VTT34M4JHuD0nbSr(3!5Hk_<@=8`ZC|D<B7!x7vS|GEw%^K4=AQVmK91%Z
z5idoz7Uy;=JT#l1A1)@F!SJkVb}Y7Z-FGH5;lAr62wm?npl{!_9)o>UF0R%}pk8uX
z&s2Uq-Y%aFH2VbH(BpK`h)+G4(1ZtZs~JQf-uwSE3Y%4Qx$mw?JI>*yFO8&&@;r)S
zG*SXeH$rDK-|$qqI-XS_5(1`JkU_!&t!oB4WFWoR%TXu)pOIQEZYm3Fgw#zXI?TwB
zE49;PLLVMd@JW~+1Nsl{hEt(_<p?@pWEu{Mp|}d^A!0WXA3$)?rjc|}g2mgqlJrl8
zCfvPUR(NcFfGS9pxZf1wG68k(2LGJ)fe;HQ&d4uI8dtF(6Z+5?#QU_vW%K7hoSY<q
zw`t1T!|Rmz6n^YkS$5@p;~ShS`JqbrTCxP{sdMN-e)GIS+<lbMwWJky+CZBM0w$Kq
zAka~=^hZ;g(D|&R?j>>pDt`r1%8sag<i^VjyIRyFk{j5<PBDCP2jE;YyLVsC^CH|z
z@XWA`$7QVsa|^<|G?MxGu2f6~YbEez+_*c-L&?b0uX=mDW{0<0#Kl*{_Fxn-cNDOo
z@pbe7m6%SmdOiC&>?IdJSa>X^UM@U_G8u`lrviqhxQ$7y9l~ol7)YnGUaj`waRoMP
z@jp41KrrRPec#`GP4D?}Y{9v=H(dN7-F(Q%aOondzy~PHFJnS2?%2L{_TC3$VhOkS
z@izz_C*U1CSmnpttFOeHMoY7`Y5URoxM<7#icW8EV$Sk0tPfqN6YwrSP`2*+;;C_i
zK)z&-M0Voq5Y}*ZTx^t0*N*S$6k$i?{+qOAJ{cu9w^{n(htRsZ6o|015r$E1Vz0^<
zRk$#EULG7bG?Ffy>va8-p$YeBv*Bz^U$jH(v>UpsSiZh3dc-}Aqzg_)3V2fVPlhJk
zp*@=P^au6mCRD}7XrBvcNfI#k5(Y^Zt9V|mU~8>r)SKAF0u-J4pkRN;B&pOB0p<J+
z9D>3lw~wy$^yTXt{d=T!3GPbKZ?K&^Qj#u;MrG5X3HM&YY=kClG1{Nidd`_RU3B1W
zCKH-ae`0PjsrZ1iir4fS?R?k_o7st_GndGELfl|R$ASuV8(0B>-7Wf|ma)zSSGu5D
z7*LX#(1d#|YZ#02p?(ip84%X;AQZACYr`5~Rs(7s<Y^>bIHxuJlc5RqD&AuDTC35V
z?({`Qx>!s!LC>s16KeC4UCaH1D#1N?#K6!;__cOGT@vs<xOd#)zjM!x8ze!Fv)(k#
z?kW1p-N4UB%@FWDn3V0nrR%5}g+PzXEF`I>xK5}H)Cfjv1a_>@Cx{%hA!qZc;GzWH
zi`RU<b6F4MV>~js__9~tt_Q<HRhqeid6szvUcs%mf3<E@wYXQ{pRzMc{!l9}iszM_
zvnCxg6%m{jTK?SWbejT^L#(Y|-ldD*ALrOXL%R3q+ij4s>sSmz;$ZLjd0GN`BVA0v
z{)?%zJE9v4K(SdNId!atFl!zpb(PIu*cUOnivYY*-G7c<J8lM^%j{b1H*ew$u*NA)
zUf|T6ajVaa2Wu1}oC=!G=tUk@6$QwKAfSTHaWG_`O|As>%iZtm#0oAd;Q=;5Qe;5N
z2jGOr6FtJY<I2S(Hr3qhrWz4Fn8bE!G?GR{3V)p?afXg@Wu?ttx^F#h(bj5oVthbe
zkI1`Z0~i|}fNKin<pHG7zC*y<^G}l>7IZjb&$HAb@kBby)Dp4>FJ=tLHRAd%_(%pv
ztVYmcS29R2&Lr`S6iykl$ANo$3oZNN(37Y|t`SWxLpkojKZ2mj*I)^l=SvMD-sbgY
z#of{JqCk}GdO}nsu6JVY>vU5ZCf(k92a5P>B(x$zUe1AiyGeCTntO2QK`ehKGHoUB
z9&2|0%(fR6#0`=zy7R}$gdYM*(}8uY`%cHi4mRSd<5y1R*S}a2Rol$Ul>7bPaw`|8
z6#{nF_4K<>H1i`W$d%HF_)fOsU%n5zkAU}Rkyz=4somoS(NXnTY4sBD+%P+JsIm*m
zDQBo-y{(Y490%<uRTObMi4*}PkL$HyA_zoP){2q@e3+^Zmfsa4l|Vfdl3%|Vl0Pm~
z?zJ5YYx6+%=3;g1kyjD<_}F7RbyloUslS%QoiF8cv!RIWQVN!<bDX%Y%6gs;PgXD-
z5-c?t@FgRVvAV*0f}@*+ifXVeItm6YE&>bKQP+jfHwEWn4G{49Y@2&3_p5Kj4FcXx
zqOEiRG?y5{HnElU!?g;$SM^QY0BJ<5U=lkU{7Hc$P<WNvGfkibb99Y9&=Dn#2zYm2
ze6Dt*rCX3Qu8?$BqB-Ln<smhqohVkKnJas>wTd(emA#P3xOI4YDoHc}<&_UuD_Wv0
zi8G;Mq;x9yvAgj}1iYLt-`pYpWPFlFbn&;S`~}a{DlpxuR7YQ8;;Lhi{=MYRc$#-x
zyG`-9f-9{W3zr?ba}@>2X^A^Mww=o|c?$mEZOZ-96uFTEOl?ON#c5uQR$SdyoMps|
zG02R?S9epKXZ;!-Zh!&cmo!Xe8KL&PPum%Al!PMp%hJBtiOKElmGeBdc!EhRdz}dr
zxg@^=uhjF)eJT3ozLdE54_gCn1MEZg{D2aYW;7zGS~m7$+Yxg;D5XU>DwJXuWB`NL
z;plT>WCcV(Xarw(18qgJQvPimA!>Q&w&>JnbEo=a?zCAlIwj!EeY5X__jjxlH;CB6
z9a*7vJE{_uDaVyBoI<q@3BGPDeS0qY#I~#g-=M!B;4NtJ#t#SE!Lg<hQIk6zL*xV!
zl+1cPs`lKWJDSnqQCKtD8&i?7Y82VCVNe8ANFs`I{PF0I&wlayah$+=vsGoqm^X|-
z1R+>K36;JqAM{loDLVFC<fN#EMkqF68tFLJBx{o28o(<%<G(47Uq)7W&tr>zYS(-#
z&KxQ)um^OJPr!RCf6+sEpLsZL5OE(^3Zb5dKO|7MjU^FICa)dw2vOtchv;Ll3ej90
zbGHHKr9!<8WWlfn0dr?*DnE-N?DAboYK?$#85u;Vx<59TVZ_rDFaA>knR|D?wDrA@
z-@^M%#kdvAcURq(ViJ2y<f%bgJB#a~m`=*FtuRS2O<QdPQT-X%ZQT={E14>7Xfwpz
zC*Zx?zuQxvCL@VXBVsIXAPb2v1k_WFh^ykN3CJq{2yzrUu{t_a?2#cMff6t^#?&m`
zrZ)tp%d$)TUM{{Rt_sNnsxlP1^7_l=zk?F|{N>+%soSVR93tBgBk(C2Ow{2G#7>4b
zmyH1}{*9^(XWfZ;ygS%dc<&1q)6F0KI_;uWr`}6+b+Dd9cn^Shmbau-;unDgaR4gy
zA%#c?BnY(hS?uk;;;disD3e562|CwR62NpY-zVS|J$~xW3Q4Ww-p&gxkG#;OD+)bE
zSH2tf?L<d08#ikk3X$win7T{i#1Ri^ySU8MFOk}$5m7I%lp`zC+FNLsU;`#0#xi%A
zFLQN`gSi<-Y6VXyhm#`$%fk(lbcxQoYo9oq1C#95=N#0Be;(rutqil)*%OOEAQhNv
z{jWFeJsUqh8C9z^BA$$HF%K3x-(>$&h{@B47!xH~J8f2#H<tftUse_4n8b3IuTD@L
zP$ObOl*CoGMX>hpMOA152qf4Mzm1N?e6;Qe3q~F-DB4ONE$p~>GT>0wqKI`b$>V5P
zk^3*w-t`!O*X)Ncm#u%ZaojuqT;EswPwq(<M%+5qwr*YCW)6bp_1=q(c)#15vA8#>
z=gFK4FLsZMlB@%)8`o7|Wte0GeKi4(i*?|}jO(KyKIY3P@3<Az%{X`yr6uNw3#S~6
zD^nSm3M2JeL+$y==szS=kI%Wdzrj5?ifJUYS6{M$I6d$<-r#P1{gLXnJaX6ycqJW6
zo34d_CzekJ5T8U(uZ~Hp$zLGywNWdbzdN{Bt&Wm7D>D31_V75^AKW*C?}=`)0qe(n
zPaWDz*zuLw_h)pv4R|dx8ek6_^%iBgd}e}xxA=}jy}xgeJ#LV6cWauo=Z@8zX2ROg
zh#1L73oDk)*udE)JSZy)X~PHNeZ;}tx~m$A(UDmN>okdK9W3gZ(1g3S_Yd|Zwn&FQ
zc@`v4chGppfN!M>!IWh0Rv;{qr6YK<QQ>#?>W@YEOC4hJCGFDk$)W`$l3%kCCY>t;
zOq{$y7OOZ2`QF?;Yy{ar_v3Z0ThZ_hgc@l?AKk50uFKykXT;%{N(=Ry(K;gFnJ48n
zA|8&OC*35sdwDEYU$WU42v!br-`-;l#7k2?1ru?wOmqrf08e}Z-aE}#l@*^?#5<V^
zNf5R1#B2XM*tl7_xTg^?jN+B$Q}tp*R5G2TnD~Q9<f)s0m+#yE8f=|`ElVS4QM$mS
z71TesRC{(!yIQ(0li20pc<&$sMM%(OkWYG)+|goTMp~VN3&FJE37Hr;eY-kTIByO(
zG#T~Scfc_DDs=)k_6OzgK?J-n){p!*-*vF=G(uXA0t)?_m{s*UN+9rt^V^Yst`QxZ
zlMnWhPrw^I^t;Eu%Y9?qAj0uib6&tfUF07T80s_a@r9Rb&@y!#!0w7x4<X2+F$9zw
zIcQ#8#1KPUp|fjbl!*{9^&n-<h)1784~tpc;%*XT0_v$-6b#o7G=Qa&yd<%-H=i)>
zr+-R7ojrb!8ALSW<(h&nGBWlXb1SxNv+G29oEJ+btzca8(kv@&XzFe#la=6Jce%WK
zggdoPUl!Nzv`$6Xp0fkF_V^BFsU3?e4S6L4{CClx1YW6fjsBUEzi!+hn52BPaHo+2
zyD%?YtLu5;2FlB6@<uQ#L~%(j>r8O53BDDCg{=`$ng?L(S?~Spk<t}5K?7<;l;&1W
zf|3(sIwuY3ytXxpwrE74#vX~I{ZfY+n4}7%{Ws7aw4OgB8{q_$fCqMO@sZ?R;0=YF
zuWNUG%ah0#(Fj`nhZsXQcw#5F7?qOX!gJhc?zCr+wip~&B{tXWmpYbgSdm$eR$uHo
z`i;lP1|%AQw-T8AID;5xzm4{FPU>I<9m6@sEuBYbcS&b1L<Sep)AjjndQ3RSa5s0z
zxp#3pD$S<{JJHUyT9{jQqY)V!Ot<3r?-TGk)_L{S+>_d(q=`bb+ULYP^(1R*HqaCB
zw*UB8?QiGbii(j6!D@MkSpOAquO}~s{j?SdcyC>5aYw&g_rPtZ5OD;mFLVafk-jG6
z7gHgX5tZf=NxUrVR5;sm`17r>1Rn&A2#f!~d<>9)H~hOFri|`2Fm4d@{mtov_?p`9
z-3{~vyj?p!TDNrq{E!-PU6m>E@pBqXc_{8_M4UlWa8-T;{Ud?bc1y_#xBrU=WHsUn
z%Z3eq{8uO^3^R>@EmLT#SwZ9CLx;aA2mXS9s&x&W!$q$vMq*K{@h+}n$h`z7iBG`0
z_sK#Jf3mxI+#tjns2V&31Sr-4!$<YPEJ@(4eIo0BN!M3F`EG>>FqlXvV^#w1+7)Z3
zT|5fAPb01um#Y#LL&~5mPgIOf<kAeGN4mr?$;p7B<n9NzaHqeL$P(~=Uev1a_PvPq
z(Fj_sMMHX?TI`Z|iw*4Y`Za>%Xqe-ToMTN`1}(Ft2fnZ0-^71Kq6oHQ1U><;%+aSN
zz1P13N>eI?m@UoCvKXou$s0%}^x+{`Es(Lw^eOmM0<WL9_}aHF!zZMXbnyVMQ(Fm(
z?TSk=^;U`WTuL@xgan8tOrAnKBB1u8pgvTW-y4X8fSYn4&L%#|2lt?1?76hzqpUK6
z?(Lg+C$m{M`duYk?c6y(XqTF;?#5+RWNHuR_i(W)Bv)%hG>mSUj&i~zR>ETO<=&!V
zUNT`ocoOa5OFo|5*JLV0)R}zchoAZ>lI#1tO-~<=c^aW?n*p>$^U|7akM#iMdy+(o
zfFUzTcm!6Ah780TzX?w*{uFASfT~u7`dD1HsxVI9htLapEJ>42KwbI&9y5r(B(S&4
z?u@o%xv*DEyzDn?&lbGMs(icMC>+}ab0PPYN+hrUB$l+1x<&ZP4oXjjWSj)10+~U?
zNG6#{Q%u0iy1GP*k%Lg)Pa|P|1~fzD<>ttg`q_Kr#M%V#X11xaYQ@bT#tmX_$Ly~3
zzcQbt7OwukxTg^vUqnGc92vw;M?8L}5p`bUny^$D)|*@Q@$}~lz&_N78$8rL>(2#l
zJ%lSBjpz$Bn-?$IR4x6?SI9=uh`7iyV7(h0@pm$&E<sMhRzm;SDNrR8PZAL$H@v>-
zjc>j{F#wG~jz@yXpH5%&22>`<Ytmjtz?(nriRW+a2S2Vx^sSxE@z|eKd;jOH5QC)=
zv?yQylozzM<jRou+I+d)HOu)f8}7>!_cS7UvWl}3=B##6ij|Wkal8WJ4Q?fs76btm
zsfNdkn07k_`&Y*geqC68;vj$NcT^yifLEn&xBtDcv~%1b5bK)M*a8Ad#rXJFf`Gam
z+N;HSFST9<-^vfPsUxVJnM8G@Kg4_pnQN@br9Yg2(S!y;>yjKr_00j-l8YyAJpW7C
za}W)MXmVMX*lC?T{()*1np`AoeahPAyXN*jgHqxO`G1_>#UeBXNwT34T-pzbk{YSV
zXLj)(@pLp_9Mb8YkNCO>m90kAn>EWoA}64nf+!)$bv1BB>r0YAyz`p=3u=}8c3#}m
zhz^OqWgbGT2zaZ;^j$IR^*52|q!7Vx!1&9HLo^6@e<l4iqxO$?p$fV}wA1iTT2=&9
zyhoA_{J_<N6XN1(-wbx;po!$T9<|kK%vYga#<gBk9bc<X(w~x(^*Um#j1gASAaMd_
z?>2}gmyT73T&F;(B>&^4by>i|A=l9lCJaKiE}yk@$a(4G9$O=tTt2<&kUP<mntVKt
zH`)<oKh+@@k4eQ6a6_DId3pB#zQMhXMiwh4$Nkh|UDjswbfZted*sDSy~{UfiimfG
z2sUs0#$dPvUi+LMZTqYrLL@b!TRaOZM>~aV88)81ueBfKYvQl8SM$;o4rP0lT;Dzc
zZ^63nn@kx4BU~eBouWtlcBEZEK~_R4sW1WwyczGZtrZQ%Tcb7GnwYqZ_RvZSwL&0)
z4XWyTVarg(6>{y)UT^Iyi2BorP<PFigzG!NU9S=GV;<R&C1FQ9j2exI75EWjv0jPv
zvDyC2dJAF$G$L9hM~3Sh{=riDg!13Sqq=-?LQe$?0!Ez}1mt6BrI#i0dzrj6;RMtJ
zznk<+znfyB4+|BAFL4Z0zO~P`ebvXFrxCO$&wBH)0QKHtk3r7<r^%%xtF6eccV{ou
z<O2h(Tf3g^w<UUhmym$T!F)*CU$veIxfsD5u$%E!j%_yMKdpbyLBo7qav*A&<zEec
z5%50Wc4))8>qj8SL?OmB>-Pd^2zXPPE}4F3jX?-ESBPtx75ZUN?BG;X)6$3-C?(k+
zL^DIct2?>(qGwl^j2lEu<jLDbJ_Q0^!-B2Gce#w`Pc`BiEbcwZndq_2Jx|wQ4~$(^
zj+hGNg6&!uV<F&Gu95TO`Y)j(lt#oTIb2ytnyX1`m$>nbD~%L5aJ9Xhqr)o?p^Cjm
z#4uI@8)*3wNDxb#fsZnHgj8?)+)H9d!25XWEtOwgf$BjT5%;m|$PzOIOcH}Zba>yr
zv>pkVz<q;=CEQAM#RP*;RgV2;`XU1AA8*yE0$VdIy6+F_HmHa1Cp?qMN|{_P({VbI
zV?mzV=R>eW3w#{(l-27FefR`pGcEl=nVbo`fvr9PuhTD251EjHXWccDE}mmquyyNL
zkp!+=#q&&Z1fvrKRGbgi2nYQ98WWS4WCf8BQ1&zIKUOqn5beMu|09J#K#2<u9xUcK
zcuZjuJJGza!RXXT#^2x5_k2}?BBCQ?jsz!4=mKJ<l32RPjiG?&Hkrbq$+*vMeftkl
z4<knVlrMD2H$t2OZg`oHzcUk>aGw=y0^=aRXIlTkelI^G2S6oAzq}Ron(plXd(9FE
zg4IZZN(6(SntI_(8I(!Uh%RF{fz~4d?>E28Gavtfv#LhKXlc*{)Q1U>(TK}cCkz#W
zKNNeeSVA4C4TNHfg$yj_ts5Co8VNJRI+lA45dFF(o_GJhQ#U6`;GKPZOWW569>Hsy
z3Q1S)(7@B!Y$W4kpb@bMDgdIfnA8CQvn3eBy=E<OdBxFHcOp|!BZ5!U;!{#h1iZ6%
zHmK5jC9az^B2roL+iL~4lx@=}2`hfYnrcLhO1ympHf{Z6&UX4D0?Jx}V_Qq97{aaC
zjoPsk#5Z!u_&?*iN&;`pACoIppR+J-5HU`+;ve`LBm}%-lY88{Xy5X<LBu(>xa=#q
zj)*K)y0I#W$b---m<+q~aV_7#yE-7Jr-S@bq)NLn`OCz00_q%!iQxljH3UpDNiPgl
z5b#nr)E`|S7q&Q!2r{2TojO*Qe%9Rb%Q;Dj44yR)PE285QuAp65HN>wgNO<^I^b~p
zcHtY7B=AnJ7`?348wcVB!IBzJ-!2Wru2F-_wKr72VrybA0o4}{r0f#Fft1~DqARhH
zfH$h&)O>r+!Yb8>P;rFTW9Y_uUgEJ>`F8D%G**fBhI)FAInOmbi?L`#432)0W0Z;$
zOhO?!LdNB^Jv@Ct-ztd4(ui2jB&oCn2$-UB1_`U0l8w3#@%s+0>h~|%FKuw|0X<6&
z^ZSc5uUe~tY5iNIjX))+fKcAPr1cA5AH=9NLM~q!Zr2&pCyvWG%#1$VdFiWke%J7D
z_u7?Xq$XX<X9|5U0rQhV!d;flsLM7((!_}N-TDqm<6f=AYZs64^`whAJe{^zH@3vd
zH*w0vg$HI&1b6lwpewtz9?`7DT^(U|*(843r=vv^jLV@3cWO)Vgv&@}+ApuPKptU&
zS#W5g{YIs(-=LvA#NcWJAaz{^4C>VzL4SSI!n4miLE!QwUAz`mU=B^V-*V3EtA4$-
z!QpQ0^gB8c1-<xakO@t=TX&Il8P-ko_xpQ;su4opxsW87fO#_8An76&U09CgtS=6&
z64H+}*>aqYx_5j(;bB*CxMhdkr5CgYN)UGGH)JsGih72pidEM$+V*`0i9UBkmyAOb
z>Rfz6Q=84dl8h~n9((k@&wt^LuX~M+d(X5SlE2fl@8ZITs=9^tFMe(OXKghch>0)2
zQIMn(cL}I$9MorHT0Cqsk6W=Co-1GAhSCJgl;&3Kg!7dbTsfu&tlIDG^3)z!uhpR<
z{nM%)jfsWa5gjJ^M5#?qFV}(3m+V=7J>5SqrTtpAQa0MDHezfo(Z$@N4KVs_RqDj^
z7fYhtXo=&?52baW7TZT#w9Gi#BI~RkyP?nDAF}55wv)2P#arB>{ZeMe`M@2TdX&gI
zTX;uAq2Mxi<$SH}=8|zylh>sc#<t(>z1;3bT(M00WZRCHA1!7c&D;q}K|pO`_2S+O
z?ON==zEukv`V9It$c*E}I|5#jLerjlBr7JVs&`M*ilb2OcMJ2&&VZ>F_3hS&ay7eL
zJubeEl4xVtOcFXR3i~hAskJAYe_7+HQrF_vif8WHxY!YG(PZ~@JeFhdljU%D+#Mxh
z-w>>SzxV?!uOEWS+22M<OiZqh-xohbNzBl7Q8@8ql!QwVo(SB1?T?a}S8jAwFmWhK
z(y4I2)MHQJo|ls>PQ=8KC<zw@K57&D#4#qZi>hOfn`eA<fZlmJw(<9;%f@JWZzE3s
z1WKV~-AX3!mY1}j>Pk$Uh<2)nV|^f}q9poeTHTnSUf8cuk}~lsM>ocBF4Fe7I2$D~
zoYto`aXw0-*SJYK6Td}C*myahALl@r^~ETOIh*Sn0`X^*gx4BmM^`8oe@96U)||1d
z+!B0I>f7sQ9QhF+U7Ja4;>d!0*Uad9FmK#zb!O+mQFoz4!TV9&G=Ar{74Of1YFN~`
zm$#!K3O?V;tyuN-__!zk%2f<=WNJdIH=nGhbWPVa57mDN9-05<yx;Zq<~PRmJ(->9
zr4Q|FleZVHvDxo<eO#>OvDmdfeoe=1PY*;A%i1~Z=6>{5!MOM&O2Q>AP~>&k{bkF}
z-0)vae99zN0%u>Be`@O!*T%g~@BDky+3$14#pltF<`iXo^xQnTrguJib6jkQcBEhI
z@)}O<y5!}R$w;V)cEs;Z<VFQHSz$6a>fSMlRZScd2nRWn;9;~aQ4$k-$IXFc8<SYw
ztZx9k(s?%(?0y8Vp4I0$vaD-)aCYC$HNf3`FP_Rja$f7W_?JoS1n7;>8}Ur9WfR`2
z6BkL`QJ!pAnFN$S3BeYp4*l4*Wv&O~q7F1O_EoDIPv19e&hYKvZk`{zUT9qwtsKFb
zE3`YaQHaxc^N)t+&2_eLT-?TEv2(O)*z(3*pFu~fUmAV5RFfv8C63VnPO?sE2`k5!
zrerx;xGr{{-`kv;_xz?RanUIHb?-jBxm~gD2-g2%VZ}!tXj48e=%rbV%d$~F2ko&A
z#9PcUZpF@*R>SIE2GtI8WjJ4~NFbyX27`|5HPXtb&MhA}AJ<;*|Mlk0MRqrV1Tq`#
zd>N(oMEafME?rY1E>v2l<<X8q-=67R6`U?|dR)I}Yc)jfadfywsm;H+an8psRg8;*
zJQmA3oeAuX8r1)*uIY{9;;v{boa}+EpErr$V&ZNlv90uKJ7@QW&agK&G|5q>%@;^g
z`!>oKa~S48o$PT@h)Fi1G4?~x$vtUWhhK`sy&TIP**ow-EIWFY1FTy^Bm|TxRypov
zS-x@dFDGh|VC=(HL`X2~l$LA!=CN&!a7otmoyISp`r)sb_>o(*Y}7S^)j?4jU%ya`
z8>mwyYE}aHB!yj2YgG*3ERo-ZhFx;AuktcJMmI{oXH3pnkhtU3SIHp%Bl>xE$r`(D
z?UK9&cOA%r#m1j!Ev^N%Yg|}f4%tap#(ps@d-0p%;`-<z!dR%<W)Ua370XAi?*KlU
zcQTrTJD3?O0^MspP@~e~0!V{OO)A&r)4FkSnp?5DVMN~>^KL(n;tfW{f5CFUlvqu`
z+x6YdQ4bcx{AR6Nv;T^!P#-P0qXaYX&(z0G-BPDeT(pdmn4OwmGeXLDt0)Pd5U~xL
zyU{jLl2wz-RhaxC<eum5kC?bWN@C9YtkW*U!~;<hvj&YJ*da>7_8$^kSq0-3p<|SU
z-EAN-5l)?=Bqpd?hdPNzq9mpj?aL5dq9n#BHRfcuD9Pzwr^YV&2dra1I3B*}5hc+n
z(&`2ndNM6aV(cIt7caah2^U2~rjD_L{3wZOrPc9^<<GCi11^1{B&L8Nn^jQj{h}o1
zi#XsEcQgZ{BzkSw=ZF3mB{5c}E>$W9MM+FYoCtkBCWb^wjAdu8l!iq~jCju}((Kv+
z|H7I&%S+8_1~$cTy{ONY;yjbsEru^1afnHN{jDA??#fB3bOCfj2CB5?kbgeDZ!+#s
zSVHiG=m;K{UEeLgsxY?tH96yo1Y6&4-03z@3Ig8dkLpa$a|X4Ocdnk=`@>atP^aCq
zMLM->-7KDsVqwqe>+X&V^_ZhQ>Q*fN$8(b|;+??l2Os*iTXmG4`I9@9`kR1f_I?gj
z|2rlqx&hkD@{1j(Fb{a{E|Z>acpb(i`Bj#`bOQdBAmFVWRp9R<g;TKKt#0((f9KKZ
z<!FmK<j))YXz}YlyNLbnN|Z$B4SIj|>G1sK3zzUHD3e$Qu)U0VWH%0UP%^8`s>D(P
z=GdcNY=g2Jh=GR;4z~WFn{T+h_@$eE#K}A-w_+Kf^@>+==YTHRw>PJWd72oIcwaMy
zklqGGU2f41UH@VuE^{%7-80yIjJvxhs@+`cmIZC&B6oCL+Ar?S$a(XmCcj=o<9eOO
zB|B0RW2c%OVzAu#<Xj*w(s}Nzl(NFl5mygF<fazi&$z`|7fQW(^Cvjnuui)|lJQ}b
z+^#B?!epcyta;_$C;yj?T3;I_w@hNI2q$KJwgGwlsG)1mQE&BnZbR9}z_8=D9q;#L
z_43sEmT2piyy$QHE8OxiHry-|J{o!BO?hC8GJjtt=^@}9T+_Yj@bntUxcF+@mXF`X
z!C)0<|Bw%o9g$qe9XEMx&)#=<%$*SS>$w#xgKR=TIp{|=M1Cf*b{1=D44q8~%uK;3
zN$bsTjH{c3;a>MfiQZk~`QqYH_OM!hnM1ASmnh7w*csp@1HE?iu5t&yYlbSSkFf~Y
zR?I8KT4jq{c;Q*Q>EctZ23;tPCA0n4g55?mEfp6xMLXJcdE<9;I-=SnpZak$uFoX4
zBR;bs0GNA(7wG%si009y-@JW=D{nY4TE3jR0_}tZ+_uOE1C$J8>jWlW*{IIY*V9U-
zpfjr6AUn15#Z@2>6?<v+M~_r*iGAn=CP}4PC!mUKAn8z7jDV=g=s8kjViiw}C4ct7
z=*mC52R|HdPH-g@WoDcqasu9>YF{^~_A>H?_{@R3$<aJ9c3f-=AnuL#BxvgL{B^b?
zoxtv`7%}YAw8dR%34Dps@EKGo1lyv1EzsNd-v>XfX#*Wwkz2GnL(h#@`koEf-?Ml~
zTvTQf+X{aa<eTLWc3xE`Ng;j_P<tLcGUmyo>QNFlsqhL9e`XOHdbwoPfId4|LH_Q>
z+UtHC16_9Pjbq(9G`|i0)M$%rBOs8Qmji6!+R>rwkO!4+fz#WqOkz9Io&|4U`$>EA
zcEE!M^_awR-7EG(i=4yo3Lb|jV>fHSB$ka?KAhit&=A}!vnQtjeO>kF*I9kQ+XIfT
zU+%0j<knki!V3^xJ!Y|U%0AqzjiMyRL8{MJBE}^4>zDyprhd!Yi}l|D=XS#=kBkFF
z3m1ldO&&~)lmI1DmKlxHk8Bt|1`lXyClkoCN69GwlA|EmC4wW^f7AXxUAC5-_G&~f
zd8b;p>b7I9dS8Fp2hNOxWq)dz?}ZzQkFBDu+s}JB*GrR|pTdSC{MU1?{u5d##-C?N
z{+c}Y`1SSSZ_thh(KyNhV=sPLr`oX38xD>Oiro&GNMG&me)9g>5J#i#nnqjE4gyuG
z6{dFcD2X<FZOO|POky`^-fyrC{ImG{&X(P=CAEx>g%1SK6FW9{&wkr~@OZU~lCU=i
z)2>}#qD_><IG5Q?03Y7{Od_Y9fU&8Rx`m>AfJv;}>srI!o+I1O53Puz(jAz@?!z3#
z3&+N>@_S;%C*MR<T9I~nnZi;dujF)!Q6)xC@ZH#6GC7Fc?@7z4MU<TL$bQsLMENv`
zY&|Gn(u^bEJ(557bKQO`7x!iyJyq+UMU~^C6OY%<0Iw8metTaV`B0tvYs4346+_T%
zXiu_xWz~A!hixfQ9D(8Yf8YK}Cmh0xM;9TNxI^Xbe1}%QefS+54W5a9hH*n^C%P^N
zZ5Lkpt0R7{buZ?0QRy2u7J3SPzDIcI{fIFHyde*c`>ELd$OwHV>+wIYyn+*hs*Giq
zL;HL)$KU&RV<hXB?9wFLc#x!VD|XuT!uG1JY29vW8oXjFdAPO}PFsY!D|oI?O3rmy
zcVjStp%tS~N~%~Tq?AJ6L6Tyo+W7hOt^rQ3BTmb)DBWN^hvjbDQl-gzW#itrKcBC6
z>Q&60$3wSzb;FB!Yp!03(3J+_h3wy7X%5d}Hrc5)yKgvqw)8dYF}?d1?z-{IeU0N{
zEDs%{<I>uyfEh|&{&ePOtU)f2IHBV@D$>S2j^|b^8_l6vbjY>u#s@0Jh0nvaUo^Y$
z*5uwv&~`08xUv1%Zup`;OtPKELcm-8<ly)G1+W~qu6zETxx?Va%#|;~MqS!ZEp}{j
z{kRpm1PGWjmU{KD8m+<HXeT7oc4ExQQ-1@<^G3<-muiQKiip7>Y!DB?lCU1aU9o<v
zP7Gm^RQgf^UP`{yLjED_vi)lwdF=B7xT&0ozlOlrR*dB~YD9}Mr>_OShH)!)=-R0D
z_Fj0R_v}WM=}WsOXZWRN-RTJxBe_K@>pHB+J2X6&_2jk*aWN|Tb;fzFU9RHs=+~|6
zyskr~&XlD$q|;;H<gFbSPeg~VZ`QmERkQEub|968epAL=H^&a1q~A$V7R#8NJ!G)P
zx!%k<A}<jow|q42Cv9YaoL=@}w?WzH%orm=Z%*Q=D3jRf2(#OS3p^bq;mc~op}taP
z-0;zbvk(U!pfQqwXdBUvQTrWLWFrjIGEvoAXF|Tye^oCD?c8PB=7NK8_^0&lkQQPy
z67dq+ohD}RA<)X*$y>*-Y%&kWVC^Un<D!#i*jwT5Ec3c<#5r*gqz)ZfK{BV~T8~WF
zQ=%Jc%uVE0>}uD!kLG3{43HtT?+^oKf)!{{GJ}9;YNzVnHMx9;>@_C0#+7l0AFt4+
zamw>W<6;Pp(YC0M9^RK*TYa>6TIslWHu|OJDqK73#Of$Zjc543aq$s(i(;LQ=8jV6
zGYF{ismo)gusw!O*(Ux2IE#tvqcgyhgrYHesp<NBucBc=z}t7-|Jv;Ajcc>f^OkpO
znbs{Xrr@tbQ_Y7%I2??@T%Lz+r`nik+R($es$w)khI%-1&&C4u8XH15`Ax>xg*r7i
zexHwjc+CqhBkW@ukIQyyPFUKw7F4+})QYx-RQd*X+^JC#t-{n*)gXkw^4Hn@QAeJr
z^ERY(Di7E0Nf#&O{3YjY*l-S~F8TSJd$3}vax1AccLY>0Kb8YGhg;dyC>!;algH*9
z&a(8f8@|YPWPBorW7|^h`t*iy1r0Hi29`}+OTALGtJm(2MRN*mgWIuxEa#Ww>zs<G
zFXr+XVh+)~M)b)tNtA0{dUaaXuD<~CQ2EBcXFc=x$+%DtJlGH6b&d3dHKl)f|H6|!
zNZ%X<TgCDm0GFZeLUX_-%?j-WUO~CN=Oj6qv#;>gl3nj+R=wd5wjA})yT$=!N$d^T
zrJZ#<{yQTsoU&*ptmL%{J)4x@KRzz{vA5z1eKi5~*f;KKc-_HHS4M3Lkq|KTmpyO9
z7o{ur9292urCXdRHyN9VHxa9$>LA6ndGv_{)CDo>O6iy1@lXyg*Gy=_ac%D>)7<*?
zFuDFQ0Poi2-wb+pep4h_mmN4|Wn~|6Z8OjpxNjE;#~>n?hne<8Ol-|2No*dcIaWWt
zW$@o6Z>$j)TR8w+)~zE^GV<u%v3CC#PdovVznJ82{K4<6m&kK(flkNZ$$xkMhcyo^
z!e!oS)}%IRhjk#9J>PTV@btYT@ySCkf!FD`*ooH~qOQu;?RT$THK`o#DVSs>kr41w
zivBzCiN6sLw)pN(OZVJRHZHO=BQMZc2zXhRp4ii=Gc3fWTc_T(@CA6{axe*%M->FT
zf68V3V|=liac|JNr*|yv+l9_6^6@$u82=QL+v6C^$PO(mJHq)+Vi@r>n}5e1<Uteg
z3RdWT!xwp1AxL}6-Ym7g-W;cVrVW@te=UgwRY*a|di^WN0wCZOI&`|`>1P+k4I*mt
zG}*v+;~X~$p5vHgF?|#Pb<qT4kX={^eR=^)GQnz`u2&-pKsnD^<vj6p<;yu2#=WGE
zj(jzG+WNSNM}4ZSS7+%c%~>%qoR`-IS~~>PX0cK48XHk5nB~DTRWAi&Xp1-1WJBxu
zD*?QoAJ5+O)bQGIuSfUa{@3r#W(nkh_h%eV$33*`<HH48CXfd<Fd+|oBZd8$<-xB-
zQboX&IP#wVYw_4$pSm|LMkZEdZ|KyU-C-HPlRVMLWTOpwbnDx<TXz|i>@UJI2NHN2
z8rK^B+p?MPe<~zhJSLZ~{|pU_fLgT(!r|qcmBh3oi2R@NtEkTcK)Q+*7SGE_Juf54
zT>TzIviO?#Au)L%*jChr7(rgFZN=IfAFUB_8<W_xJX;y>=!`bJW;C0H!5*>sAFtP~
ztfz5hp)ZiN&ah-@HM~Nrfq+;1`0F3!nGeorL^RAR$F-Qglz=Mlvsu^qL1~qCOk%ff
zX2ufD43nDczYfWAQ^k4X*{Rc<c1ET*6J_6{w}7(uixk1U5b#>BJ(<762}CSvB;8Hw
zakB|uVXoPGN|$82oI!siK2-vBtB6B4UoRr~;W*eDTJg+=;3TV;!m5#A5Kt~^#Qkaa
zsi@6kxkSo}fGI~}5X@j#bmbQyW~wwbn+?PMVZ1%75l#M4fV>$=00C15+aUTJ5Ebpf
zXP`xC<hQjg`m-UM5_l7r740;*18$%+BAgO+W^2?4T9n3gn?e{D*OU{ohz9``$%Y-A
zg95&b$cLMeVweAbegl2ZNsvYt0k2QZ;WPi(_81-`QV1DlvUUvJdFomNvR)kluh{Z(
zAH|BaM4p&JFxm!a$X`a}m4IQ^lZm4Qyz-q2e14|V$hbj5w#21OM%yzDC7cG6L`$6#
zR4f67pDzB5>PKf&2zQyu0_y3@?v~;sIHrd~v`ZmSO~z`Mf@MQ54}|1er=i=N!y3#4
zD>H6IEwUg&tr+)#MpQMDfXQthBi4vGhx^k|EBa8UoM1;{y0StleG&mv@z)?>?v%=S
z_vq;l?KeQCN!TPX9_?<s7a4Oh6Pi$uqAS!c=GYn-&C8w7`ueqyur2*Rf4flamSDPi
zEiDt8aGP}SP;%pcM`F06JUu$uE$*!tH#<j_3HLU})1Feb_-#m3=MrafPTTqAcYimD
zd(&R*a&3>)vvK_j$p|7L;7xqB;^59bIv}HO%Y@IDPv{UAyV$U?0?*DZEci{cz0)n~
z#!O(F6$duraN)=ow9&KEEK;u7{8(8mDgxe^Z}XIWV|0(Ww{HIPWxhSs0}S~L1IAW0
z7rjg14V{$bhf_bb!n42%5yM$f?aZ?aXRb~y!TSwP=Ii%Y*6v;Uz_oEtBUs$KlkxTP
zsczmM1MduT$Z{b2Uesr%4nW^N0q?2lwFlIw4t8in6sOM%9u3@$p(>O7gpZWL^`7x(
zX+)W&es|1@1m4`5_0PUh2{%O=5hZ!=ur;kX9s-{H3b#Hw_>(dSC@d7UAvg#F0b&{v
z>WRHwG!_E(wv>$ttTFW(D(z3c+@$^+N##qB%Bm5l)F<#w{tn{ho!qJ2UpaIuU_)r~
zouCwVN6F2jC>jy<nZ#O4t|{cy+G0+A9#g#ioJ^sb^pSFrsa?lfPMRNPD%>!5Cvy!g
zuA%v920;*0c%f{dE(oaLpO1CvhL2<76DF}19XnqFd3qv+C8G+pLO|K0yY#toS4>Rh
zGt*DhDFKu8Xb_A`8ht&9WWVgx?+D?Rz<X->)7PImUIr4Y5Ydwb$&QO1P=PZATFg#L
zVjGR?4!I%u=_C#Wyzftye>>;<m9VN5vRFm_&d0A}Kkr`)>7Nov@JUC|c4*0HBiLHQ
z1*4&{E{PKwn`pvh=|%Z?Qwwg<9^oB3RxDx09H*fZP`;%#+SEmrp;ggV*vMI=Ye6lF
ziG9(bI~%y5s!SmUxH;UaV3zezF#`hr9!wGy%<?x7*QfB-i5hW9f`A%279sZzLte#v
zS-s8T2(PEkeGor$E0#yDj-4ub<Wv203A`JAdhlZBQuPthrVtV1<!g60_H?2Wx<<q_
z=JZ?|E&;P@4dUhzyPQ6SL4@oDS4f<KFzy$n=ZUn!H-W2ldKKOYbDUgUoDTJ`G=j;H
z_rkZ}+eIfnGNsbj5lEmLdNPR>HFxMMn4}LrQV>wn^u3<1?@7f;Q(YQ(O2y42B|t#=
zX5nAfk!|8x_7vEooVL(aA+uGeq9y0fzd(A9fLHS3ca^Jrh<qW9pi^nhcO+}R2rDNm
zr7UfM6%#UKGP94pz5}{<>nq)Rwl<1B=9u$Nx~K+*h9;f644hzuW3Vzw;QTJiumGme
z6cJF%BuG-4b#s&?*wJoQWTfU;*SQ;&Q@m6=43%Dl=kV&qOLa0qW@B-bm%CobA9xkk
zHDJEjZOv_EPt;0xC&0;Tb|*lE97ew=I00p^K1b^2E0rdIfSSfxTJ6pH|DPs%cN?V6
zXZ}lAClYw8SO2oCX_aQkeo{!f_z>NIiPrsUE@?C(k|jx?oamb2)tYz{;KbF4c$Z0r
z(mEsHZGHETVpnz}azi7k8jL@SNC>Fcpb)#l&q5VJ(jB+5m9_x_D#97{D>>9zMy1L!
zr*gBeCnegSOFKCM6>|v7or4dNvfGe_-tGWw69>$i#mZB5gcMCYO76<SgXjqSvMriz
zM<d$!y_LR{fQjERh`5<$VKY9MGn7oGhDJoKsJO674f<rA_oaEgB5F?~A}cGvD>N1Y
zs!9i9pg6eaI=YsT#_u)6fX0%X{eZ+{v&9)ilwt<h>}=lb1H}`?kKBqS;Y2UwTWCc5
ziQd3QOTrc`>hWkqEJpt!PCEvXP?_R()j0|aUngt0-h@$$C#5kN@K?AkuHsIu!f^H5
z>L>~8lwifL4NPL!vD=YK>a-oPs0A$?m5!Oo*J<0=veDh_o5)2K_-I#-R<WpAz0cWA
zIA>`@tcDW6WZ1E2X*ZY6;51pM{>%7w@nqB@<W2+To=_QDwnf)uSi-HO(kdZfZ`$-{
zx^5Vb+<<>pBjPh|#defPNMwzfG+F{*F}Xd%I4VP&h_=Xc7f{nWKgD+Ha=k!w<8jaH
zxtPS-BaR$_>-5%?Pa(nLv1p5Kr-gZ{t@?5|#Jaq|?a=w_*62+L#|FptcJ<^F7!?GD
zrj6&$;kr&4$ZRZI*&wqd+|d#}7U``oN8g?ub0TKsj!3CHF30wD%I1j6(N3A`LD$Sf
zd9K<~akh8uO)?)#ztvY=-^TQH#a!YM0b_m}MBK-%*rn-sBZRWOtr_eHiF;-3PR1e@
zjO{cQ0_tWiFkFb*EhK86lPVp{<BAGNU}A*xJe#|~d$0v>TX6+eT?g7FV3H6tBL3y=
z#)cuXc0ekFMnYD*n3s&n%jPe9C0~-ia6!H#@9nRj{c6X~l`vK|PVcz=>`HkJE1m2O
zNF%7HuwKDG69i1LKZAfZlKiYC_p^Xa{!{o1ui37X7wZ=<jWn0xH;>#?5P2hWXavdr
z00^!Groz5K&>|T+{<XwxHGt?U2$=35uZ~Ichr&;y$o;|aT!?q^7hb_uRTfTIhl{3^
zQa|3Adn_V1)8%aYi>l?tEhB)pszZ&2d-|ZhoJK@>spR~gy|W-Z7{GgJdzE)yIxsPA
z5cioU-V~sGb>uL{Rf0Zp6OHT1=<3wdW9A9um54l7;H&Kp=`6$0v|cKnv2WZbzqo(6
zE}ACb#TzVZKkXoV*cw6kAQmF)MRL`C>BKT0m<An&@GbR3z^m7B{w?!%peK!l#w<2L
zJ}|P{&(uzmz+2y^<>D->cOz42?x6e&itK?ic@ZWS!eR~QIltfZR)y8b63~d~PR%3>
z`$8PM4-tr<5wV<GA%D7bs(baP9C>rvDug_1MEolCp8S<bPIg>*{ls5jPisV5==AD@
zPr&2MDmaieqKk7{MdDZrZmbZi>A?O8LD+?F@}*UNkiV`ZzCaK#HBby9_VCbeqj3@N
zzF7Ne>eHifHKY-=cmnP4b0Mc>i~ed%s03bt(FKPby9JjE8gXCu)25KMiB5AX|6(!w
z1iYn9IzPI<-c3kUQHUsnv0(1bl>i9=?}olvnl^eo749X4s3$%B%lCnVfH%2#yF<5a
zd?0QRk;bji+cZ7_Pba7wM88~NT@9vEl}7Z-71pQ5$~I_|jgTF2`UtH%<-iP{IcBoz
zIz%5$z$+Dd_wc8U5e2Fd9iA`;d!$dm8#?(*FHZwR(P%_G$6r(kD#|C|b-b|dmzlT2
z39AwD3X^oBjtF=YcQyZD&1_sDXhh6mk~}2S1WYc4LBxB!t=S7w{qnNfV)v8RN$PGY
zDJ5P;N0_gz)FJ^@Rt7nLI{8mb=1%DXjh|^{`Nl%hh;C8Jn`-ee{*_O_n^$Yaxwk4H
z%0wgLMcJZw34chS8oCfOh<Kez<g*O~Om!ZEh;d9}pU>8hM%&x+iA*w)zLbEP-rYLj
zVz*%iF<&!-f_i-dUW-jj$5cp0HAs!<FWpb%%43(wE~Vqn>`v|KhABM8s3$Qfg3fiL
zzG+d(klSM79iDb;HMku)2YJ_49LKGkBz_Svk2@Gd^q0f+H(>XWz<d3VP7T}ShbGa8
zsGUv9lywJi)htwq(}*a}+c5=D`2@T@=O(00Y7EDRMqH<YE;^tB4gRFL8-uQVxeLtT
zPX8i7Cg63c`9rlbZy~EhBjOQBBDT@j5irtb5V4d=?m`1HU0W5){Y+m{eg;lQNtlhn
z)51s|%N;Zp0;)0wlB_sm8pTsaG07)QK|;VAvi8KH=C}2X8$_I7l0%qNpMcl@or`lX
zZ^NCcM#P^ymP;g!1XM-_s%YQ$-ilX~cAp_0?FEtlGLdBAE#H!BkC%E)9<iRvPh&3w
z+2~xUeg7+C`jV3LfgqrKc6;>^Wp7MhQd-xyb3>&sDXpKT{gtGL7Pp7u(TMBH(KBhL
z6kkWK9MOdUy>ttkz#25p642z2($Fbh6y)|x`Cy2UP>m>ZpE8<7BPO@Iyt9RimArav
zi>_pR5G7#~FDPHPChjPB&`_af_Nu@=NRMX8uw!xeJ}%tspF`f01YV;GV&`4$o{Ad;
z44^Xe{%B&rb387vP9-)ujv`I|36W1_@)RN`kibE&0)1hVsOLOPeG!d_Dcp)xvF>?k
zGLxiID+F8@vioY2qxmrOB{b?P$pG(hi>2u=2pEAdi1>&}th#lNpz5hitJfWCUVOr>
z*m-oN;TI;c8;Ik+z|d=vJU1tB8;%{=&c6mOfvKHf5Jm1kP2}w)dBDlVj2Wqy^2nHI
z&m<d&y#x}lw*vkeD`_dUNFYIs>oOKcyLwz^yv0K&S(5_iEhs<q@mKP}>8=s6QMTgK
zEvE!tp;Ni~K3%6G!h;ne{^VA^r&b6k1&&->?lB2b+}sLXV*3QV9P{V*>UamjgEb;1
zb1Rmla-}NQyqyc>{WKz;W0DeR%qQS+$rjkc8WGc(#G~O7@X|+DxPACE3|Av!F_X~R
z@(HMvcN{M`i?JwqtK~r#XLl3*W<!M?B?R&XaQX`QRKP-DkOuoaR_lEYSNt#!F~J%U
zuSH!yj(mx&vXwv#9UrlfA)pa)fIC`_rR)>%rfk}I=$D(HMAGBPmicns^JH8cViJl<
z^a+^9Dh(n^apXZV=7fXwI0xk?T`=UQnD`?)7JcqE2XIj-+6u>o<JwgtVjh2Vw4>nr
z6zbZKd>ZogG~=Z=2squ07KM!G!Bc;<1gy$%_8!q)lKB7KmW($B0KBK@IkoE%&8rd7
zhe?_s)!QfFt$obf@Z{^m@hGc8L|;V$x$&C-cwCPTVy6*(*Z3waM*^NxvRbIeJU7$$
z38+OKv|(oQ7g4~7kWnLS2;e$eBO*mQvwTq>UqrxbSHJu#g||+R8$^_2l9tN~B>4oq
zbyHty^x2tD5j&<3(VsioO~WOiF581qT*?=3cL5gr;Fj1#I&Z`Y8ZH6z9<f10DJD5i
zA5B1Mgn*Y5Q+f}6@IQr=iRMh6hP5pSsHYcEGgDXW5o38Ws_sC5HUTf&eVsOK`gc;?
zAYur&Vilh|bmjE7i`tbP6>mcOXmB%~rS<fzn7G0nSrXQFf#TkxH+##i-_%{}DQura
zIUV%)<Yf}uk)wmebKFssB-o1Mb9Xj&OolAq(}*TxQ{onb8x_AB8+b6?WV>j@EpE<3
z500xLWCsg5I`lwC7?&*GLP>SvI|wYuGqD3e-Vj9oJw&d~#%HEuffMi!Ra){x=U!vt
z1`&TrpP@f?QSKxOykDmlKAdOd2XTW474Tvw$(_e1@?7mR#3V`LS4_s>2zX~aZ~Qx#
z;BL@}c$-O{$IyKO%7uVRHtbYDO<46Ln@kZUVBTLb2pDiLeftJl;A?nXR;@bO1>$2S
zvDXM3M2sW}jffAK#9ra+3VS9_RD2Zeh+VI!7^4yK8I#zl#_E#)c^VPDcv0E0I5w|X
z8y&7oa!``^-AD`wDEkOut$ZxHma<pc5|5DNkt7Z<`Q5~I0v=cKK(@C=L=Nn+nM<j-
z%;QSMx3F34EHIJn>aG06W1+NNpMb}u7hx-DM4aP}ERP%~x5&jESrT4%o3;8vaN7lL
z#ZCs31lFDS{i+>7)QFA#I{@MmlUF4M5KwzuaIt6QaoMNDbO~tdWJ+QZE8mVgO%!I5
zZIFIJz*Igrh^WhBk>^eV>L7vYq`Y*0iHQf9#PZ0MBXtL77Z2~mfw(*{pgn#2aLBDF
z#p5~yg(3);3RMOX&XpYtNjM=%#>J(QWNzid$XsG60Tb+J5PdgiH#67JU&z*1W>ft(
z4}Al5L?FSTqil4)bGIS&Qd}yvLcrbd#Vj^HWPm9Fb1`EOF_B5E1hCbM*ba?|IZQI2
zj1K}TFBHl~*PjuynIyB1=2z?FTaNsoBcFod!P1DhN19VInvg>ZT_I`3B(@`bxctv*
zwbrm3p*`l}uX!3>gQF?iZM|qU5l}IRsGi8dh^SOrp6!6?^w9*AnTdM7y0EX9EI-<>
zMmK5%yvK`X&pJ4HNZcU8XTEHwu@Fe$fOqapUDYrw`q4}hT<aJ4i;iQYJ^`=&pJnD2
z--5Hyl#WYhytuC(YKn6!_W5O9{#7}YQFUfJlPsp;5>RnRC?&ub%xiH(;f|;vhflye
zKls&uw&ugWy62jbFVsAYEXy6-N&?lSSBv<DNl0unQr|iG3TP5cBcFh}gu(H0!=eS9
zA8v)}F6VeGLt#Ss1iX&vlO8{r7s0+`E8Utt_eSK69^#H{WWD1>hf<LNqqksDDxbGM
z00yxH-qNniuA6lp_f8to$*Q}tKz#z<qB=`|Tb+VV3*`B;?!1!7MBU5dqRTFM<E8wM
z5cQ@TS3GfZ4pbKVg-LL%Kq@eR*Kq8@x=+o4hxqm@?O(6A1x31@Ea?V)KWKTcz~Pw_
zTkFu_Sq}YFVCWxErv#LpQ(6}%KxH14RNbd2NC<du*V_<#cpI*!)_#-!=3x!`m==@4
ze9eqI=t~KBZJRuB{#2DX9&_7T?{tpyZR27we?~s)lz_)CXCNL|BjQIUp%c4LKsoiX
z$MX3X>B_lTW!lX_A7#y%R)6V&{1{jMD7kxIa9VbnnVp+altD1AdK<T5YhbcDhm6S%
zN1qcTD`3Tx;j!2Su0`BvV?FeRg)sDczyRo`%8+LX6q{gj>icBzf^5<MlvXkUZ{Wjy
zrq4Qrs&E<+H*u$S7t*GqwIPc#iS+@Piq0Al#hAp#n(^)!yg#fH_2)Vps3^{@Bv|ZP
zNr^kTl}wy`?ki;6Q7{2{MdB$991_9lDNrbWS*$0`>F2>gK|oy@;FkStr?(5tI4rB>
zO(QL~5I~dn!2AdTYWfZ!Uq(J*hSDClqZPQD9)U`iz?Aegh)7{(yp0`55HR(q4I+;5
zXIK&)A89-<Vwl`C0<T~5^rCW~M#RJ1k@YI@p&ijZ8WEkD#7d^i(k4ujnHHYQV_8Iu
zBA^_1u-4gwhb5q1iLFUoC!jnW$O2}+{XUclkgbR~{*XXz`S7vv-jAD^w8YaJ*yAw0
zchU5mqA67i$$p))?!+Mey38c=L6%J0ik4YpO^cyXHo6`4Vv^#-00QP&d4uSoUx$4~
zj9~K3wD%EEeJ#<)1sMY;zm#r<#YiTfOXLKUO&v_>DKANUnf*n;Tp$@lJkG61FFFBZ
z#TZ15(Wf0nJi+9acPu=?TicGzyUc9M#@xyonlJ*!>NJSx&m{IDhffTFYbtRUlWZdf
z5Kz~dNDTVF+O7o3%Hmj$4k{vO6d$-dE`T5mh#)9913D%OC?GB|s5isRot__O<_>*l
z*e(%{L8G8P1QiuGP*K#Q@C>5HC@N!!8yYn(QQVi{7K4hS#`jfMSNH$lzFg6B!Z{Xo
zyv5(u-PP6A)zwvE*y%f&7q6&8!*Lvc<#6JKK$uD(8OZ~G7e(^S#S$|>y?)j8%h!}H
zK{d>muNd<34oeWpW5X*BCe8>rsd0#YfI0I68Auq$-9(0&c!ebp5bO`82rL0L`~KIT
z{GI-y!Xf%}{$eS0gn-SD3By#fkLjEFE9TmefU6tjknn!;u{*c#`qpc>pA-aq(L;0H
zObxApbyeU*o?M-ukmP(xBF>=$(JtgUB%q#oXrX#y<6^wQwTQN_Cl=DbA>hg@IK&zk
zrq~x({CZ?Tm-0K7<D#8U=biEr^Xy+FU<{?_C}ixtvh7O@P>+1|`a{3&xfJEmEt1nY
zn)3KlfMBllAT#(;^JZjxA)qelHui;zM{lWgh(3ZzdZJGe0mUf?aYZA@vQpidex<~z
z^5Wlb)N;ItFHA#D4hnrPPlP9DNyqF9f_XFM*fdb;rO+VQvmVD@WPm#Tqp0`xe}oY&
zi2jOwj|)h(5^zCS4hbup2Oc>zY6AU6lCaF+acm>$Az)W~+_JJUuK6n`?hmomSbY?Y
z<ZZJq?~g0OQ$(nn1Cw`SyGKu2F>x3wvRMSIA3}W}ilGwL{c$01;DLNTb?gV)%WO~m
zHXJ+%ODdJmus9%vS034|B--=XZg?m^>&1^>+ocULn3Rii-!>?f6Ip&XVk9F1iqq*L
z$(SH|q#5Ao@v~`G0aW9)r4PLK%J@o$=;v77^`)K>um`yHa*|tLp|68HK{m#cC=yVd
zPz|?$g6JS3u5Q>4w~l@g!A^omxLe6+e1(7-`()cQPuzJ*r9<?m%<i8sVi5t=>y$xV
zXZ{0keg(1NZqXsc3jw=xB4mmu0O<<9G+!~VNBIdUYya4DWlRl4e(CuH764!|`}4aL
z%5fEQ^tHS=_QHoF0&4CHZL1!+26mPpVMH3&<v?OaLG=0DP!$OUfdWT-8|`K45S#RD
z62oWfxL`7ZP%d^v!1*PJ1Y3D~ouxf?1!4yvI*07f$4u{HzI)bYF*8H*JeU9@0?q_=
zh@QjJNE$jaYMRq1ZmzKT6gN`{j(Ngm(l!hv0dHq0ncP*>5Jbptq4BzzXTX1*%NlJ$
z;kNnL^uGE3kQbT*vP}37#{fwQ44*!V1F~X?61b<alYyRX_~I<eluB8-Qjdb@(Wa-d
zs6Dv|^f!W^bMI(6BLXTK_}2lIH$j{3ThitFq0b#f=VueMMTNKZ#oVYbs2$!^&SR2h
zjDsfNV*4DTFX2Y}k(3g!iR<7@;KUY4>~Bp1zu(IxfYrRORA^2b7L6ir3IWyU)O+^0
z;FWGDhiMT#i3QmQhlNJeT;^pAj<OK}wd~nB_piJXiMj;A08l`dUItF}dL|!>zaj$4
zm0uG?$nmWb{V|h2j5B^jKs__D`|Nv4`on6lh$ZKcr5~8Q1AM;`0mbD75pybt{@#$p
z%5_WRjXig~RiWQulFx`=0!}?RL~r1RD6eruK%F~(NW+1LBU|EGy=G<S9e_l0?=eXQ
z?Xv{zYbCJmDz}}%-sLwzsR_8OOAgUz=aaaMyMpL8*6V(%<-F$)ezp9Se3LW2x7zd+
ze<LX+;7)1|(bLUWq8m;tD=|R5^W+UrtZDx!+({PEQ<%gTwV%^xW5;J3E<s9di|D1y
zOO;cO;SRkUhAUxOhDVK7UYcG{u{SdQF0v1QWd|Bv0tM1K90DfLP;cUefb;4*L{B$g
ziOwQzN5H1N`mVwudJR4f4YwOa#Q^0}jSHd`v%8cUA`l+%^jF-_DiSFI>a~O38@$az
zgysvP=W>sbSPbvj=_|b4;g}Z$tD!G`h)l97YjVF!tP@aNJrAl>5Ivv2ScP@23AmsV
zhv=J`<QDv;3Al134v|LxMfT70W-#>b#3KRkHQ{+iJ>_S4yt)!!1T6PB`g1pM^tXXT
z|0EIu%GHn%#0C=SYl(FN&IWXd@MTgU_X01NYJZg^$-7(@FCi!IyL6)p6QKz><?9eV
zm-oSgNjDKt*DvmT-RgDFe1gaqtFc1$&TOW84_#m}>kN~$(by5NQWD>_78#Q0yED)z
z0X6&Y_3OJl2Rly?n|>v_p2m)VD@o}PeJHc;LzBWn-&eC%Ihc4Mpzxph;}G<Y4k7w<
zOsB5L3}ASdfrPIK*r)h#g^#2DwV8Hf5V2Jho~42?CE1GI<}9Tw^Ho{w*s13;>)yE-
znmINc=q8$80?te75KZoF^k@vp7XfSD!Tl$N*mTyAME~iIktU$Vtoh4Rx3>&Mw3$Wp
zc&r$Fr5L-x6WCDO{fm3#y(TVUrXc$B{P_xfd!Oc$gcEQjpZxr+heCQ4lR(+os91ik
z_^KpeL@;!BBMj!!iEo~ke?B^O{s?S+f<Sf#lkD6^qq~Vm+863%TP1!tJhzh>#vN(C
z2v}<rMmPIPku!g$A&KUZ7AD{#BOIcG7!j6e&<dh|#|`DrSA3`ZhKJFUg!46(zp{wB
zNWkU#b%=zK_zMmm>DUu<jL|6ifU!f`_=`ROBz(K}An!5F&=8t{d(ZC>ZLj~m5)3`f
z{a7_r;{y=^wehT5y4>;x!tDgn|1i8nOUQ5}pk}u%ti0kP+=vOHH<>Ytb_4$gSR(@I
z^O<j))OXsMrZgIZ$u~fKUbV7M<{spe5JZ2?U-^c<Lcn$ecd~4V<4)G51HF-?k$^pF
z#cwS7@VFEsQHGb;-4MQH{y4$FWSFRc88o`q)9fW6TuARgNU`qyLSmA*9G%0B`mY3y
z>MV9te5DG%u*wWYtuyz|Z!3I9A4@AHH_o0HryAtAsI6z^X=;doOZDOq{V=vg%vU|M
zxB+To>z@C4z7r1qf@r>!j`jmf2B=k6l)k-JRX;pAwTM2N+4VgNhi)q_g5NZ}#7=-x
z6Tufpc#BDVB2t$%Sr9#)Ns95ZN8vpyz9Vb?N`D$U0?q~P5S?QZ|4xHD9sf!TlXzhW
z<OLFFZg!vQgoaLKzVgZAyP&;JHj#S-RNpf@zOY9PVz30!88aEt04QMt)c6l(w_bQK
zu4)C*A2DAhyoP}76z)6O*Yb9Swl{)Bwp*}n{Au^n81a!#`$ue{4%)&6Vtnxg*J@JO
zzzS?BoxA5#dndQ^jaJfjL%;<pIYh{fpWX84S4^SV=uJD#D*9q$;f*!UZ*cPj*32KL
zVdPrLkE2_rg6OIFTTi%pj%AW!LTztPiu6v;{?Q&KyqKGdBrR>oAnCP9lI7Q8m+u!}
z-Qy*w4ncA{!azdRJ&Zv$z#f4SM8c_vQ5vG2Z7I)pXeTV^ulNHUYq<Dpqaf>4_>?Hf
z7sV40-&7X!y70UN5~6SVQIf<M>a);wc!E0|0I?blpmr>|^ypkUvW~91{Nj_pKCs#3
zEI^D#i9VY~DMj?{q9ypt0Co4uP0M->fFJw8mA6)&Hu6-|$l(R<UlrfpcjS<P3x`xH
zLG%|!lSH4=9!tQbM0E&OMqe}<(H*p$i?$~&NXFFu-BxeDXm>bBxnR)9N}KL1dag76
z4FNU#m}L{z9eXm&1B>8`L+FdIqCMT)>~RtK{R~j^o_({VYA5(?1koK>+ucZw5^$~>
zha^YxNfMOpqGNFWG(fHUbMN_kZy1FznRR0Z-Es98_|(~lrj1G>V2d3?J#y7!6b!UO
zQ;)M<L_nQ%dC$43^;eY+(bf$?w}*U%$i8W)M?s{@f<Lq$xbxcGC%lW8opu)unz2t;
z6l!{!1-sZD9@y@p6Rg2=Gcva1j}nu_LL0-4i0!C0F{s*-$;b3USUVWV*G6CjmW;#*
zOupt%qe{P=fxE32a=mUndX*7Llb`lI%%ARxfy5&A9dThel7JagZ^+H9GZsja+_@K-
zb<~MIlNYq#=$v`OS)Wms_G)4>G_~N>-fO2*esSUkSc&%3`~&ntL_nRtVQ$awdm<_J
zQ5}azr8}*t)DN*?;&0KUG@Dxf^y4F*x(AU>C$ly70hxdV>;(#LM}D~XylviCi)6&F
zF)#ir;sH|QFI=;+{lUMYZ3&}U68({ua0U0yUv+c8Ul30S+=#(l+*1!OpSSzRsCse3
z>hmwy<%laQ<tX8Gk@Kj@>1|o5o<#FghL-g?te5;P8hb(znk$HygPug{toxem!7W<f
z5v@yGS04rQ!Xk+^S*%1#Mw{FngXkDdK(&0+HvYPktB@1UA~|u}`hn%Hy(IC(FBNdx
z@<RKlLJ1;1SqgiM2&mfQ>QgVAfV2gI=zCcoPA7dxz`6MxqFZ^ndfyPct&oaC5c_VA
zGf`~7Ogl5$A$l!0v^yjwBB18Jx@6Lc-Ejpb2t=hXiOMEYyzI=2ITBb@E|-V>sNZ3;
z`FlACt%D=Xo>BBzvYPjdYv^1?Kz07E+f`++AZSn!5s%YI>k+WdLX0#&PW#9O!Ff%<
z?8c(ElHyUe<%{}e9W}Kilh6+u_jqlWU+#~TD;CM=8Q78%T0nksG|2{wL<Z<|vxyAI
zplcBU_1Ots-rqP3TaqAD#H9=q81<rMZ0E*XZW0>nV`S}1X&+X^ns=pWUc54I%GW?r
z58D;SMx!R!U87}v5Fa1gXh{=r_17E%a&uzXm*l6_ton#t`v#~_vj=?Jwkz(C1rc(3
zaA(P5;aRRysUSMd{L)o2-zQ5-Mwgp0IpRg8SZ7+BOkR6`L<)j(U0(YlG>HcF^%y4X
zUhmKfBcL|#fBR8i&WC|ivTp2>S;von8E_Lu4o1|jG%N&cC>4TkS;6$E)Q>`QLb9Hw
zfhOQ|phG0-I^H*xL<H2)^IyB;#(Q8)2x3!2m}KglQJn<<x4D8y{)Z#zD+JW=`?l@y
z<rlaCV8uL$HV-3ppVOEh$`bGSlKW?W5pA<a`Vo`lzdrj|xfuYyoTD2$SCzma;w`2(
zk(^GOE5gH5BZywbvapoKh=BF_#xq6+RU+IjC5XJ^^yh@Pwz>PwwI?D#QxLtpqnV6B
z)DQuuPaUG~W)g2Quo{e=wlR#xnPYC>IUXjaSOap&(6*dLoq&r~bBMeG`H=V`P{4H`
zWJeB4HzdXPBr-R)i#|ky1}N1$qHo#6v6ZT4`~BWnKk!0`ZxC4|zBBJc+lM~W&KN9g
zwG5f|@uL&}(4kTZqPK;xfy8gFTuvV6GeNX<-ut~p0`0t)gPeT{4J_#yZGrLk5!DS5
z0*SYG8hXurw0uqljG38TmX7%Bf=bQ)$Jjm1JN-Ma=yTf_6-p4jh0J_UNVFs#R|Wp8
z1Gn9I@rb9(E0rLUTH1>Vmp(;NGC}kOMrX!$OR0+E?`JQ}Cz150J`bw(A;IjlmyEX_
z^6!~TIw3!+AaeBgytqIX$!emH&p(m736MuQN$L64oPjv|>Rlv|-#3n)_wuLvA=^k<
z)cu)ZBaP{9><fBZCkH!9CZ}m5vk^a_=OUCi*abceUMUawM4Sm0HW%4qCs%9Z67W&)
zyZrr!BcED`yGcQEdMfGfxU_JWk$X-M``p7^hVqRlS4G6VfFM%n(o1f5GxfjdZ$ffI
z+v>7>;TEOkg8Gwv4{Ly>qQ>U(>Y7Qdkxr-J6gh{2504`sIsvu%jyeDH>Uvxr3X;?0
zN5$Usdo*o;-6;@|$y)}BSYlTr5(=|4K&@M$_iOh&Ja~dY*Wt&KXd;##xhjc#BL>z0
z_5Lo^r+@le7*c}hU08eiEhBWY>}p72?~WVCe>Q)?yHFQ`Y}HukbVIs2TWBm6?zq>b
z$9#h8B0&m_1uw;I#XYobfwAD!L+z1#f{KCc*PgadGZqv;WY4OxvG{P*%taIb20K@f
za4c9Z;(nlDEZCa~vr3TUSab{QTq74XI$hn8PT4|HWbAr%@#3^ozI$WWfp|@25viP0
zj3(J?=$<pJM%j3a-u1@iAIspdF?Arzu+flJgC$agCfQ<W>`9AtIx{`pM8ZFbq?Uks
z=z=%zyLb`Kw1SX*ZKmo_nkr<~Be5+)pJ-e!BKqx20V%E`HK4WAKbQV~0p80j8Fj|c
zI~JfrTzse)P4b)9@i)!1+zDKL)$=d4lYXd%zi3^@w@ZhdoA*s33~3VIEKn%W3{rY(
zx+Xp`UKE^9LJ-%FA~eZ1dlVMHR9!SRRg=MA4e6%p#x%{(SehRKO6LX-I`bMFlLg6z
z$tL9|N0V$f+zcAA2h>+Lls9CmYiToxwYTZeuh$N*y}VKhQlLHg$<ZX++dJrIb{eX&
zw$?`GELnx=VF#x8NZcceoD@6pTSmAaY$0nx>;eW7ydMcKIaPHtAJ+UAgQIzp`>;eB
zai5-AlZu+^GNd2;r-GApPJhtOtkxnl$>t6zI9Mv(Qk$-;Zf$5uH`Qcnqb8MXSc<UN
zbI{s~oIWzY;eaODa43z`Pc*F4HLW@uWttkIMxHUhBL!FATa(%~*={I})NTq5*J+l1
z-36PZ0czH&_ts`6!=?}<ClS6reuRxMxPSzaNZK1o&<I%hN?!1r6kI0K(FV}?GX^`5
zVeAN^w`0H4fh14_oEhYhWGA;cxKpC0+RT*f<g^)KnpAIjuIe~=<X<)RUO{qU8uv?A
zbUypMaj+T$2}|GHI;>7THw3Yyf+Shnr=Y;W&y&`)HE5Fpg@Au2%bEMOftt0+A^rPw
zwxjU?O%RC^YKAy+5G^l~xG#JLd|TMjyyBE|xI2(1Sq^g#r)sj3%dv6SnujDto3KjZ
zSZ?Gb6eK6*cl|iCd4OmlL7*>I)6AMMS<Eys=NB-`eCz>TlDTlIEpsZ$VoX!DQFTMQ
zCQtLZO7w!{^uyo)?N*V{5>WD!Lz3<G8`_v|sn67w^{9=qRM@shS*EV6N2(#)tTT1x
zV*s$BX#C#^6Vbl0`F*EC&6WIm_drT?TBWC!r}(cLUrlobjT`}Wz~JY54p=!HxoRzv
z(}(b27NJQt+q-zPP!iZFYtyN0G@bUz*enG{ivq=e0-9vweSW-g3~h5-w?yf@;SBba
z0<8x$$=1u=d@A_lnrow)7CWOn<R@0Q)YQjkGnz#2o(QO+U!3>F{WHHrGDVBzbe+*y
z#b}bv_jb)U+J;D&xal#dbp!2?Xgo`e6Hs@*H2OE4f4SW-hvamc8`nfbKs~hLw3|8+
zjUf8a{ADJwAxe-Wf4v-k+13e(fhoWpKa-=ka%$&GKl#OPCZZ^hAUVAu-(MXTDWEqS
zSd5*?iXfn_*f8p&Sp)GIL6Y1Z?zn5oz)omMD_z~dT-K&*qDI(SRs45+5M#POT#x$S
z>^<^&E1*g8FwpUknxd<lQ&}8z(;`FJY(sf!+_+K4X29H3`oD#=0{a_qKPpI0PsdJ>
zP>1r9qe*g6;kY2<GKGyUs+&fK?&=np6j?iS#n|y3UVB+~htsA{Ksiy1<a7u2b{3&Y
zvNPPVlZEcEHkEMIT-{Q?H5_@hc|iA}-_6?%um1(fh55(iCr6XyC^Yy|G#crq*2Yu~
z>6W?(W5o)_ck}$3&%et3c`|ZoSfs#E$WM+Y*>Gssnuc4Zw)BTEkTz|jy@!B%9O)1`
z6`BHqkCD2+9F9>4MG^XB(*xWr)Mirk)lIcHeVij3mdL_5k=H_!dDZ+y3#V0IR;dKZ
z=|%9}BqURQax_UM`Zy-0=&0o<wa)HZ9Fhge=_~SEm!BL>vURUt$!y761_io~5w=0T
zM|OPw?s@lLQ>g@jOMn|MLbIjDv9Un7Z1bpMR^Jd!C_jGqxZ~p*Au5638K8DN?ZqcQ
z8*oOYLvnfo^dVdVMQD<Z_jTi5pPpJ9sdQG9(w5qfZR>$*miCL$B-;;78HgZv9GiI)
z#4puYJ1}WYh-25DDc-{Q$`)w#x*(uQHe0|h%x@N};4o^}FLQRC!Za0Ri|xjvOnF9P
zBNE)uCt2$m7&^g-fVKYp2P6lD4HyJ>2vUGK`N`4ztd<8Jk!-nuqac`$fad44eE8tJ
zJ{LIf1}z6PKd0q^hxJePIoRzBjCMeiZ28cwn&-n)!A!dg4nYdEEkC(isGr$({#*wV
zRG{sE=I6B?%yuxI1=<d1eqP)Ejrk5wPleX?IqB44{Rbz7Em%ASIv&s@JHFM8_s^g4
zU_=Wv9?&EkFW}o}^Oqc2^_gsob*#p8Bu6dd7DEs+adxE}UwY85hj+}gE`-d{CpgfT
z;U6Uqq=WCD{o%@UGnMMOZu?B1`-ds;p0wuM(g984o16O#t!r(nA-lQE_NJyGlTDXZ
zx0Lmp+K>JmHu%`X`yF}2VFQlsmz>b&pIqO5`1gnt5QKVnA8a>sSEXm>b0TDpKFNtc
zoYrKTn&3_l1IE~F<;-2&goq9F)EiHl)^gCrl}Zp?FXlHdKRKHG=JN-lHr-NPQ(s^t
z1`f;{3Dy-c@30$*O=QZ>%4a2@PqN~zNaL^1{DgrB7EpoHRX~$$y}z@iAlJ=l9LnJ`
z{Ru2^lxM7Bd;t~$nj{N{#aW<<&ouuOX$W$16yPAB*%Ajh)3rp6=}ha7bKq?(ez%91
zOF;^7z}ZdU^AjXIZAieOi#*&ClbETkWs>}U?EDM#onz8>ge5f=ToW?+Bf{+G5+nK3
z=aM~?rFgT_wXy2`S*1{MbMlvy{N!ko!&KmUw5DZRb2?i-X7mXsopRjCq}KdPy>EZJ
z=iU#z0{6EdIXyJrBhYT~9W^75LtY|5^f1!R@#CtL0k#>K-l)*G@mEaR3<Bz%?q?j`
z<uYUy5G2WWfepv<Jqm7*QPBilt)~(1e!4hp0k*v$a82j)E<ZV%WUB?Pc5SQV5Y5z4
zgFb0qkc<HJs5z9y2aAOTFZbrbGIwX@RRTNb<KdEau>A3#gD&rqbT)S-W7!Ktqogd`
d6Q=33;o2Xo0+A(sJ)E{=bL;TPk6-8Y`+s^Mg)jgB

literal 0
HcmV?d00001

diff --git a/stats/output_memo.txt b/stats/output_memo.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e6295bc583c17d58c95e82afa6f2f480879e373
GIT binary patch
literal 271656
zcmdVD*{&VOwXV6YH?ZG<cjmb$QN5@Q!+=D~&9-dOqHLoI1rY2>ncZO{l0K+cKc~i*
zKL;ZtV?<_TtjwIt5F}E`T%7+LeHSDC&;P!5_U!EG*)M1J&R(3oI(uZle{go`?4z^)
z_w3gDCok>!OM7z1{`-sl*(>{rOJ_fx{r2p4Xa9NjANKp{KcAd^eD=xNr)OWBeR=lP
z*=J{8+Z*@KUfbV&XZQ?0@sj=i*4bnG=cWDrvc0dL(XU_I|6e+LZU`QoJ+Xg52FCGE
z{SW&;@LoFm+}{3Z_^hw&|6baAcZP3u*M1Megz^Xb8}AO^^`8BD>FoB|yR-iqe&&^-
zd1}x2*8Is+``r_JGyi$MK|(EByc*E)E_8T4{O$f0Pwv<^e=_^defu7d?dSY6|I7Z5
zZ^n~nMw=<^{>SJW@d=+B?XDQLoev)yH9j8xS$gu7y_LW7iT!Pt&VFs5`NBT?Ujqi{
z{KUT5Gkf-Gz;@d{;iggVnf-%wys|&JWpDh(s0jx@Htt`xH~3~y^``x)etm2|am$|M
z-{CX+i7WP#S0`xrn{s^RlP~PErtf^V!FTw~B$w~-@I7`o#5aO2PX;RRz4PxO9G?#o
zuiv-xqWorhaz0+5hnEfWy+Oim4cZZ7UZ!*nVfjtZhZ&AS`J03Ep#A**;-miZJ!<s!
zl~Me~zXk3uO~*v-duMNr;&ar-l9$}>dvZP*`O@q?s2>=eLHxwD@~&B0X(?9b&e=ah
znUO#0!(9H<`M$+fv)Y#p>Fp5dr3+(6J~bJUHFV0}9Q=9uzcKx%n)<of^($Sro%lgC
zzhnsH)$kGLq57w0T_o}DrEi|S8RY(<$r1Klp8uu&A9j;(M(i>5S>PhZxhQt?Q{&Jl
zgH9-#!#fiTp&R$?cQ5UGp)FJH@I5Y$PJA|K#7(oH_lzsKUSE9VqW`kr`l?GCh>)k+
zfb^Y58$L56vO%}Z4m~ugM{@p&>0zmf{gQt^#9tfc%NA`CtIOA3Y{?)#$6FCeVpU`{
zZ<*hEWIFnEQ;pnSLa^TQwZ!s@560G>*q$8dg?+az`LO*r`NAX}$;r`sM1RxplfB*9
z^jpL_avu5DcUX#!vFKO2;s+wDsg*(Z&x83(qx{!{Z$kFT|MK`DwmKKdFHy%p3sOe=
z?;$N$&1c}1+HhZ-%=N1Io69CCch3H&MVgNWOJ7=-PfV^#X^nMGGVM`h{LXn~9K@dw
zGJf;DSE^@#7Y#R75sR{v0rtg-NZ{0>K>zbl`)l*5inf*|`(o9{zBY+Pw&$v2|4!CX
zQlokY70kz@Dxl(q<#@PHu4?tDUb(7&6J=IjYe3@0_1e-d^?NR=ucf8h;~T*n|3=ik
zseo_!P0Fh5d33(c8!{7R1FtN?CW_;mP?avf&8KFesSTGD?t8K|U#PxcHoHjupYK5*
zgUb7Fg70$4zIRW({3xyY^u3iMPjk*ZAHG>sHK%$J%l^gS%%?;A`s+bss7<^zuDq!5
z<x(eKw)K)Vjrq)~R*F*+XC9iIJ+pdgq%)T+#)_k*CC(i6eLgEBZQQR?6h^I2^^MXh
z5RLUzH|TVU2B|u^hmG@^SmKx4xbnO7dY-Lgw7T?pl<dA|`#kEX@8Wfx<p>lh`LfgV
z#8z=@&-1zI05NHjF+7mhU#TL$vR*m$kx1rxE#5Ku^SRN!H4^>uLVKal%}&u9ZSzAH
zJF3R3s1MU(3HaubtzGg#amR9N?cuwiKW&zPI%LmxImQxvQA7t=0?&E2)c#}Q1E?+S
z*LQeqwrnmMfHN04uBQHrto_=!LhpM%N4V(UMOES4>)ajcegBS<_Vo~nrf=hMHMJh5
zr*7KJoN5RB%0v{=>6YL07?0`|tn^K>5w~oPA<iIrGu0z31a*BXiOD9UDKDxC&#eCZ
z!u~Xle0qKC5#NkzzG|fIVbgbvy1c!)!!Z>FrouFXqCAfI9_9ozt-%b3W)L-j8R=9n
zua3|ue3Vb6Jhtz|yv8H58t?2oKDYl~<gR3#>(TKOzkadrLq$tfM&%M@=uD+htE0j-
z_bq#4za#iYzChlj3Cmkn7gBVAZ{AV{kBI&FF3JKurjV~<()XQlN^{lttS!IUF<heS
za@pif9saR}_sF(oE`!QKUmkMAxBTjTkDW<-JhLn$-BadKsr&uA@$ITfq<k~_MIBl5
zY-!eW`i-#h7h~=rwu*csECv;1^vNqMnp~ZJ8zu~+jzt_j<hk$>{TGifQXKfR#Y@Or
z`AvGG3ntj3Y<b%po^LYlh+zS1mTupi>R(2`=k{+palxqys)zWQrC#c%_B~ppBeqAm
z1n~}8CbM1e^uhbit~yls?c0M-kGoTs4#6>=<vIojHVEDjrSW^6d4VQ#ScqMjp)RLY
zT53V@JHH-2e~JYU&KVU>=0sXZ-!RgrlK0~$QO$}f$y6dgGRknK3adR&5yuc~_xQ7G
z`9=9o9gXU9{JBpS$0tg*mD)KxUXj+cHqkz_p!`I{wQaR}9v6AYeUtCkruz>!MHBbl
z=g@pLND>;y<Y`G6I_5q0?#qf-sbhfym+d4#p3D4X7T|@U8zbW!8$E|<tVqAG)c@QP
zV<qBu=8!P~fi0RMaUDBKdOjH<P*oegH$2Gp<FmgQ&B*p58hu<?qvbvs{ob5vSO}if
zX@p;t{}ei;38~^I#<-kf+fG8x;ZpwSCz<dm_}dyTy77*2ewMMcj^&d%Twj?SUN-;k
zl|3e&#*{*u;lvmA-!UTMwU|44i?g~^24cHkM@0O?*<&Ig;*l{Hddf_xPvruyyF@Q0
zJK}fdu=vaoQ}5&?vJ0=PG@9x(=Pt%na|s^vh^gu5ojR`1jjG5Kk?U=<-w!e>`QKHW
zTNr<K<a2XAJK{Msnwchcr2akTm}4O;@Zaw#&tzRpxxO)5^uq8co{bP4Wh=ihiv+Kz
zKhO!dHh31aEba&#hl_3|rzCD!h4r4D^jF=7bMaf!E3RnOrHKlus#BaHh$Xu(di$i1
zK|Ptn;uF*GZtl!%FV|wNm_wvoe0*AcOK!y$y^crKY$h3(^2DPk<kd}jAncv^gZ+x$
zN#o+a)luFS&xLF&Hu=tM!u>((eD6hyrN%sU5B#Nhu-t|+dzn8e?Ro8;Ii6k};yWUO
z?~Hcz`=H)k>uS>7%&`#z)2q&r;E`k57G9zQVzsr_!7EW7N7dpx#pWfhj|-&k-x4lj
z^ElV2(Tqq)Hp_7>#do!8mr$(rkab*Wo#J8DcX)HmKbM|9iyGxHL_l+Rpc5zf)eVx4
zjuF*3$83HsV>#!b8S|a%Vku-$r!?s2keSn|!rC(xSEE(@8Qb$t-X}jD^}V5-?mQs=
zLNkbuoukkL%Mr)l2`fG@{yudsD*9}jPCLf7a@t>fRELf(0ug&eEvL{?GOvi#WqvH{
z=R*P){BMxO(33jf(7m>5U2Ol7)Rel%lk%r{GKYr<R57}`#4&Z|Jjr&pQWML5ay3HI
z8^f%Nsy;Oz)wUUjj(PldFL5gVsXC{~<jKr^!bIosUkq~#WDw6QUga3heLci0&beBQ
zH`Nv-HrJo_CpAh@?{I&zlrtQY6La1Mz4r;4yXN6u4}Fci&chZOu$NT>wx2A~sdlQT
zPA57Ibn2<~V6#uBZ}>kvtz`SphGl+>3NgbHJ<cyl)VrCQZ1b|mSSIRD#FKOkpwdrf
zyQdXjr_6DPG+V04OKefpKLFJc`cD@hT|=h9!aNk)^_UW1t03KG`McA}I~egV^Atn+
z`s`y&=b9y;0+06H9_TWzJ<%aRGl?sbANkbcTH@VlrFE=vSM41l;`CGFD4~V~iv$w4
zluQv3dn4%)w|e8pn5uPDnhDU<?K6|8*CyeTstDCFdPiRkT3sAV0F_i{b=`Y)wrtBI
z9+py5J}EsSPij2W^x!j-C#--r0#H%mv=zIUct#Axv;mW#4~)NTyVEA2ZF{rpq>oyx
z`oxK<N$RM3Xrt%XfpuNVJo(v@vf!)JQ8V1i&#9n8CC#nG5k$n_m;&-!ZYN4yJgMO#
z3MZB!>tu%fp}o1Z%~hXwL?i(^?7eDb^c=_0JNsUtXMB<#lzkY>pW?|J1zV#XvYzs9
zZ{ceEP92l#9Qt$h-T8fzfANt2Qh)IOa~X<1O>fP=Q%9uwr)F7&C_=OC1bhvRs>I&c
zn%}E+41GXEH#@JGMHD&)4-pjcU|y4o@Eqf{ksjzXANi39PCE_b=xSbeOZl$J5BVlJ
z;PlVO^dZjRt!cfSr%Rpn`a9E4^l3ICMn}{(Khn#$(!XFW=5S#hYh6G5FqQ9*CtetD
zSw<?!F42Wiy*;vBbu`56&bOLfguC>2rrAJQUnpg(_D&rUT=Ux0QvA-}u8EeZ&8G7c
zQDQ99wH*?3*oc(*b8S-RWNPe1j;RRAMz-{9dwqY|r{PJRLP(Ql%N09C93;+TDoB$`
z@y_R7yfN43@lNMCiJ`EoW9#LzM10`CUu!+bvL{V(IbugYy&$R#_e_(0B9{t{bb;M9
z_Y4)0GQVS9Xt@fpH5I9P(1~Zh#CM_6T_dBt^8xp#=9#?e{nGME{>)FvrSr8lz1fz&
zZHVbey0=)5c*%Rg>sT%$iD*O2CKI>Z>k#uzPl1@}L~<+1bF5q2<^pY$1ee$O`H8u{
z@tnU|rfJ>Zv?A5a2{T^rDwQnGvu|mi+L0lRKErWLm8}(<eD?SZGL>%XHPmo(tl}_}
zFw?l1D(VttYwu_xVcBw0A$7}%7gFsgx0LLY!M;+7%JE#C)oUU|qRLoK+Yyc<{aVBb
zE>3^9T0MOa_ouNHXh+x*(>mq0)fOr+^a<{me%>~(NFB+&Ia!V-c-Xrj-g-xY${{<J
zYm=nqd_cQL$!QBmIJrHCliZ06C1J|9Dro1F=BQ&kejHWt+)y<~OPs`>6{>ecqcyC^
z^0x5?u^Aptr^?k2bqT<>(97^m_(%uUMPj1|_B;MR>Ui~|tZC8`O6{vjluIacYpMG*
zKDG0^Wo{aO_E;Lrb0a>*JC6@KVkO7;6ay*qkX4$VXcZNYMye{!7^(A{xOo}1=!MO9
zi{)0b&$decm*}fATw~Op$4&JeUPP6NW$yEn(Rb2jhPn>nRi@mhuSfP2Z@VKVDnBc(
z+l=Lt2)hR%Jy~qhn10wNY{EQJtWin1^2zkuFc;E;)K8y`k=CqGjBQyiYZdGzKI6s7
z7fNiLC(_I*dlTXtIhdd<BcxiFYRvWM#BYn%P}#(9MtF%gIeQ)XcTO`!J-2CeS9<*V
zJovnR(;cV38X@%vzSMIp*)q3Fl+i3<3q6U!$;<pyi~J*Z3#jr@b_v-l9Ze0lppM^J
zl2QC5l$_R=rqpBq0Q8&c=(1*G>!v@|Mm@4kPEWy6;-KVrN_3hDj6P?q84+)%mPqd`
z(@i_T={R8(A6SIO)~@Gf$4hizi0#{6=*Yt^8=~h%J8TW-CrWu^4vE_Mk#xKI!NzD;
z3^6Y8EqyY@JrM<okz-%B7X_h<HncGjf#su0$SD~(9`m?G8)A7Yzs0fyYF0_rD71q!
zs?0Ff{2!mu5;JUt(C^F8<OtSJUQg2|AcgOFzCeyi>~_T@b1IcB)Qx{?iIyP63Q~{3
zFKY)?$>XJ2ueFhF3odLR+DqgGHg+OAGEO$(L$BC>IrTH8SPLg(sxBiV`jy`hf3eWx
zI*;l*Ae%pZwLQ%g#en9X-Q<&_atiTlUyk2TFY;#BR^pp<%Mf={=}Z(gv)Vb+Qnp+8
z8^5#6-|@UjT*phaJl3kv8BLUIvwO$V&hK$vvL{gRSlXqCl&FQ+iW&TPs&DJw+k8yV
zMg(;+TBsIlp(Jv9i=tib#PLg1!|EN!QLH{&9hTyEW*_hp$9V{lk(+DRz<h*!9(2*E
zUFbh=--M3oqvZ&h$g|9QVyoIBf6K_c%1%8U&!EnE>i)R**QbGxxz|44mUa=%TE?ik
z4f5~SDE?G9u_<l08+~R}JkG9ACsU;2F~PhiI|co;R|o4dXOmB%zfexzLRA4a7-@F>
z_K-_5Swh7!&Ly#i(w_VlohAK^rDI83s4gp3<`f6rH73PHQTF$dU;1=RoLe$G7k53E
z5XW|E8L{SHTF!eh$I)kd`my2hTChnndpI3`qb0g&F97;Ntivg5PVD%!SS>HdPxi$O
z@lP$IRCh!bHErBeZ4$X0S9+(~LzN9r)2BUs{O0W8Tn<c>${sFkcN7i8pW31~OLPQT
zn<P@N?)5FD&1vz_k}1`m=VDg85RqXlNlR2Ju|e%+x+%9@)?n%_(Hv|UwM@A@ozbSM
z+lGx9l%;qYnWJugWL$_30oiiI3fGn?v{fyft~8prCL^bo8(Y{ViJS7djjJGR%Pone
zk42{4+%35!w23utFRH0p;PGis&FZ+`0&)nS+ad$*RzDIOy+E?zdY?_TWxT|Z9U1EF
z+6kk+My-=|UUa?onEoU@ty{hGBJ1l<LO0#<wI&Cao^Cx0H&<5!r>29ME@|&%^~D2y
z)|rkEa|do`>Ur?_c^!YRrHF-?KpEUz9!%%{=;+u__0>8=k~sahHaWYG_W&6cwzv;N
z+{vvO*oD4qBKCw!oaEFY_T(b^TWw8Cda%~tlKmVRkx~PMmUW*d$wIr2%`iYlw{701
zofln{Z4x^!%b@IC-KU)w+4SrsQF2Sx$ebZL#(JN2Y{tRl12|iK8r8yH3GDM}nutrf
zT=!|G;Wb$`|De5dK27MjN!ow6w!5aE8~@b2et?XqrRF*G_o<)N7s2;<4p3=RQH$pw
z4u~U-k{bDwer)4Y$7?+Yr|gfbFN>DWVa|-qokH&8agWx5iy7f%k0zeQyvq3*<0#)*
z)(P!{YVl~NK&MDx$)lYHS+7SsmcQiT?f&8vlq8~W^%qCdPIdpbnEu$xBOU|4(PB|f
zflT??y#FUd!!k<ZQopo?!|^*ywvLRjWhR~OOLPV&{#4=jI3%u*FC){Qp(Q&fnjPu6
zBxx<$$uvvJ&Hg7#G-DIqnvDBcs%d9Jt^v!l)Z`QNLZ>>>Ld94*m#L^}@A+Jt^Fqu{
zABjx;|CU_4jxMIjSY!KgZDdbdCgwGkS(48~x-BE?%e6s94XiKMK2k^0{mjhMXxeKj
zn>|lYIo6>i{U9GCa$l|?yUy}!pPuw0)S2Wpry)RClgt>!SZDer(|h2#UCieW=|z&M
zml{$&DY3>9yu@XC;EJZ0`tr$@`4dDS)MVe09Y1XgCcdgy=CJ_GtwftJ)Ys0rSyC~6
zvP?xfF3WvVcGht+KIYXDwpa?5vFY5^Qk6v~C9l}`5RMd=#x%*%_G3f(mgiQemmTYc
zzp!}ZJQX0>nI2lk^j_jK^@5h(fe^*fdd|}rNBPb&GR`xv@g(@3Sfa{L&!5CUwT#eD
zO5jWUJ~8UJ+Sfw-%663cc6TiIk-qOs%ha$qOIi(eh#g|O<h0w0-+Y?a{FZ8weUm})
zw^`z{?n2d!rf%@kd^0{7oXHzY{;)Sh|DsZ|hb`7SwxUZ2$-bf7d~6LKCLT)Kl~_xj
z#^{%ksaC(#+W>!g8*uHse=dLJ_W}JfGAbMB0Xxugoz)hd>CCM@HQEYLQmggJGD<pu
zEmbSfweWE(Wc0|_)=7`09q~(4RY>|Oj`CmPS^qz;O!Yrm;wlvjJlnDr#y><maayp&
zzIqwkR4?#t<E;P@{f^Dx=;?~H>~E=^i6z_Mrh<|VEgm<1XP$c0IIv<Kvy_w~x{Lp2
zN#9!8TgH=5biJ{&IMJDU>@R+<wDKkOO4*Bh(o5L<G!9yz4Qn~Q@ElAgmGoM+bLGAs
z<;TmIWNpX$Z1}xSHF0-zjuEb*%g6O>b=Cpv!4@dCRI#n2L?vWL*)&jL)h-XT(p?hc
zTYDVG(Wv0M_qXeoLg<dwOnN!U8Zn#V$+Wp9;^xulIPbw+58I?UFEyS=&hgc&$))B_
zZAY)3Vy()pQ*#@g#N%Z|?e(4|Tf*#&_i0nbHgTDZg1wmByvLkK9B=k|*4RcaVdmT%
zwgqmpK~nFp*^eP<aD89v&-8QSpPEPPXK`B36-PIO#gxjClztIOUc#oz%J>c^C`qM&
zT~O5Sqb+W5Ji<BEok&vS@3MrGnpLh%?KqF~eAHTqO;yKbPyDkp_U+#^8>P)!ksrkV
zx5O|db^B<U<~Fq{c8rdbs5gggGc7XEmi?Bv<0tbn@RdoxR0gPTuoZDiRpK(Lsy$RK
z?Y(w7%%j7O;*F+J8CJ85$ml=y)ym6_A=twuJ!cYOijLS!=iu43#mVyAXS#iiWh}Qn
zB|pobT1LrUNV*_n8sgiZS^b0jPP~p|Htd5V9^2;iIQcI54G(0vp36Noe!ejc8E>!h
z&*j(H3NN83=@+2@hwfzJo;`LzmA09T1^-y$D4&#{8fQsUYWVp`WwzSQ#tsGI{1inb
z3W3Qbo^z>AukHCnEUik^^p=PinIqA!rOcKTYJHN^j7X3t+S{e=h2yRKTWVg6P@gG1
zfB9icJ2qj@d)3!qfkr==72+mIenp;+pvwb`BeBvCj6-Ntq7Jfj3hK-u(mAPbhNyyy
z7cuausYGUd`Ru#FpFqhc=98bC92FM(8<V0t1De++SMZk|^{1wn&Kv#NY&dnni$N{L
zt$#Key}dw~i1%(7CU#k}3G}p_qyK}X|Nea}^8D<Y$rF|e$vQPQ<}Z-=+<Kf|-en!2
zlp^&qW^pgPt^dvGFt+QedE7Y6N<AK|w02FU+c8>wOB|DlW@{oSd@(n!;W4IIJigTy
zxnJzPnw8wLI#ox5-nZ3DphHiV7gZ+aC`3L9Ca6aaKwbOA*>5UZe*~3u<7YdSw$-j!
zj<jD=_gc$h*D8iB*+?8cmXcqSqtAz&w~c4aMYtVWt5s_dAw|%K>dMRaG0DBN>t}zl
zCu9VX7a^b9ADd2PMcD9eM{IqK`H0tzsYb-9JUEszx~qHBjf_(hL3cvlZ9DN$qmZTu
zsD`Cm*S;|cyL<Md$rO77sY3qFsP))*i3g4;b_`l=lq)4I#Z~-{n)E}{45Uw(x2;gc
z)+MGe^+bAfHw+2gu%8Beev>Lc6YK5%^2hdQW%1-U+`4ktex3RyDwu3;+qU)+`2fem
z9z%HOG@4pAdW+iVvA2dY=|*kgB6&(MwZ=G1JoMFy*Tpz=bY#h<oKsFQm2j$&y%M!f
z_jFpLjeksh9ieqs2U>xtu5~Wi`$rbUUGQ$oxhc<tX#dzt^Cnbcnap}wWTjJU;JEhZ
z9Oo$L(COSB9`f&ou;vfdTM@dwqC$51sRys@YYxv5{#j?Z{@eT<^{GgL=vTUI??)A#
zaUb6VLqGc61&Lyq*~9Nj<HoUkM6s>=LXqdyod360ow^=!?FiWc19jK7oa+cgOjlmc
zWG3Pd(cRt>4H9g0y4gtb9N{^_?l8XrZOBB4V7X&Ew#&VID*X&k;s~2lAK2wmpRSvA
zCa-yBwHI!~i|Eyhu=F=Pi4pqE=_SIy4!B;7?pktL(y#khUUa{lDD|_^s6KDGKNhO1
z_%pI|ZK{7c$UK$uzZe%^4OMgH1x%ap9=$%@KF3=zhf8USqe#(w-Y>-*)|uOzHf`|K
zaK5qs{$#jbSXNcbmXE+h-q{xW^3C_RV@zqZTliALw&t3qg6KQa>(H&@KiTgdnMBbu
zs_|}HO?Y9}Db1~<DnIiMK9jIC-P>!$Vu}*g#+b<56mia-O>i4_44s&xZ^yK)RMqID
z9bcL!S>hd&(oV5?+tX&B>X@|KOA`yVDIk3YwU}ctdF5b?3V-M`x{*cit<J{sSeJHk
zW6j^_h9teogaVzMTHkhC%U<IqIRy6IZ*Q7nt539xue~%}Yca@Cbw(i}CB~SW8$5=B
zOuMOS<<sEL%?}V`J34$lKK+eR89v1RfH~+RbcGy1lytm)B9_Rf73(p2&CYVs7Meac
zDvqbfIFCy8i|8)W@7_}ZYh@FZ^oQKmsOID+-Qzy?QF`O~FtkdOk@RVvS}lW_@LHsP
z6vDQx%+icwG#W(YrSsdXj<tVGUE@R00QVwG_OH*Llt0Cjx_2XQmOW{S<&NPX^?ERI
zU#NU6);Qfn>~@x4kCJmgJ+MCq*V-@g17!&A5n>NEw!JlrTS`xiMjV)rQ|mJ4yBylH
z(&KPVPl(L<{G;+MdNX*alpl_33`k@>E;$aPs)5`t2p*lMOqGx&l*d>WHae)!<vTIP
zS`kMfN64NgL&;y|+c|weegQShXf)Q|V=N&^>07jT*JEUl2^x<x(>Z&Wx0I)GtG#5C
z$eu{~l>7!WKJH@KKxnz9TaF(%LUV;namv`fOmm-@qsJg5X3709`Is!TByVXB=@^{M
zQ>%mR@dER@Y&bk^t&_gGPUN@i#1S<!aDDZ@wpdc^loH1bkTTbCc9^&sVLQr8d|_T9
z&#KuIM=vDJ<DCv4d9`#^r|6h7LszxUZW-k<R?oBlR(&{zx73e`RL1-~B_~y#%{k}Z
zKaP}+sVuSiymdzJxJ(uwCB0nE_v!N}(@Puv`k%-bChzS%F8Vg@9j+sMBxl{dm&DmD
zW}@pSwvWgUK-9{$W1?=hlOf%0dBB!ukf<87RfOJ)%aA&fifT9~_R1oC{u|k)KKhh9
zCH16+#`p4(2UAPFY2I%ST(ue98ZPQsR1&~Kw~Z|*#C==RY8@s&pP`Lf<iAw?v@PQz
zphLEhbH!EEB#B@^sMz7*fOtDeTT4CPW>n(C)*f^6CYCl%l&b1oVuNaRsf+iWwp1O<
zcWT&l{!N-dZ-vVIwr5M%*$irYR90j!#)xWBOpoU&Z|&5R8kMvecrQz_7L8}v$*Q&>
zJ3^YS4!qlMZnfO;<WFMGapDNwQ^pFFUJkWHCXKh8fh_ypdJ>~zQe7S4<>>PWKkf4q
zs=9J6x7JVXL$k(~;|FCe;TG12PIR(MTUvo=?-tf1;u=<*erk%`_rw+F7cnlKfoh9D
z*V{_;E1#3_CovjDR*GB1J^ULUn7c!^iVs}tlb`b^5h~`u(YM<sN9=s6&Bm^$4wBu@
zE2fkbosTP3AlBy1t*8U0GDGA^L>(%j>SZJ(+T#B7WRwCEb?$^{OWL$^49lo0kKcW>
z9S$lGd0jzIVjeM}rLARX)s`rxdmnV~SA@cAIh-cCWtA__PwI$r%Td>sq{sDlB1D{%
zL9@|mDskJ<WsP2QZUEn)D1#lZM|9O9dJq{ZPxBhRd^(vLl>&BD^1BBo%!sgo`$j)&
zc*oq2I%-Za&&lXHzc4zTMy99-f{Qp6zLAyPHXr(6;2`Hdwv;iluG|*sNhD*OT)<yk
zglLia8?pq>t$pa4yp;|Vl}XRYj*uBui0;^DruyI20YzIZxUFq2(I7!yKVF*q-?kUw
z)w3~e@Z+tO+HFrE#AsBnLaY7HPa`urhlIo|?PTqXj?1b8Px#JH>>nn0U3$^u<M%{H
zNbpZWLyevMMQ=SXHiEd#+?zIdg6B5->Dedx^uTyFMjy!!r@9>D{G8%A0wY_Be#)t!
zdqrM+;2bdr(J3AjDPm&@5yy6j>K+|AdTv}It{Edjht(^h*RGqN*u$>V0gul9wK2Z6
z6jKZ&MASIg>L+W!X#i>;ag^W3(e?C88y?0T8_x^T3FY{lO+6)_iAB^mo#NE}H_(=C
zLu2Gy;*B-Gt|?5>;D>%0EDICeH*HVvd{68so@*AbC3-jp5f!)AGYm%|(i!oKLnGpv
z*13UWXylW1*jg-F?R4OAXz-r04twBPX8||^NNjO?$XK}BJ6VFMU809Tb~^RN@h6Tw
zcvRV@>Q%E#<T~VZZ_JuwlS<!x9xUs8Bi%4M00|3G7;!}_ed7Aw`RJp~&We$1c=&`~
zsg8MC;}_ggOvpxV=5mm1-7h5>zhgA3O|tf4jOkj(s6M4E0MQxKX~c$13`}`>9@?$N
zrJFX17`0jNV&EcM#@o>w;I<BG2~6<4w78$`*r%fy$dI=CLzKELl67*=R6aF@WE=7v
zDDE&t@*aQg*hZ|)f;gW9|B^kwIcz@B*7Z|oM9j_+ceeHBBZ|dZHm2CxEQ8tuu}d2!
zdinaaE#@$>T0|!7pdL@qamK<c`JOZQTRvS&Mu9zxZ)ad9=Mgx`ZoOumf15E*Y6h{j
zJq9P<JmF++EV5&qF4&)D>XbXpI7?fn%@KH1yLLR}{Zw_hH;!i!ownVtolA|^;W#&*
zx>-K)SKArJ+xv4)=j#)tRF#V;bjf1JBk<72cRcFRlxXOr_FGMTi*ePi#;^QbPKkqa
z8b`>pDsD~{YHrbKb@~EFpwan^98DA-VDbC76vq%XE~(N^uUs{$x(Df<vMT)}Phvc+
z)pn@UqfhZq)v##quIBUDQb>O@l4G*x9yBFo;CKy<c4*~jnA9UTj!^Z|D3-c9Dl&8|
zAGHH~#XmzdWQIL7TE{V+xg&a_CqbnrqD+q@V;^!X{v@UhTfoUq=m5u)C`7)~{&p=^
zEv;_(q=v)$ot&okU5s<FA{)u`ZwjhdDiR8^jJ&JkPwKd!52tUDX*LkOG+HsI0?NoH
z@@YpPBhLUCvqZWXej0PfQq>n>msWu97*mbRMExUZhFs-Ti*c=|S)JoGTtptfHB9Oq
z#eJfFpH|YSZYi<G;$NasnHjN_fLjyDH~O?NrfQ8oei|4|cZ_TEHi~L&{P!n~tMjOQ
zCq_l2kH;PB;5;sD))Bb8d**S{*fQYrwzKPXD%NO*q+iSO^iyeFdmpODZmy-wSEfmH
z5U35taniOYvt$0K6E=@xKMAG=fBVA(0=5Nd$&u3er{9lkM_p>}l+QhBofEmH$KQ)j
zXG+5}Y5cN0uWS(&CpzaZ%=gA8EMi3Qr{#!Zk2po7DK&o@X;XAdR?Fwd@AxP2{U3aw
z3;7ljj7KGEdo^&0u0Rxv#57rolIom{F-_;7o|$z0YzWi+%c8gcH~zjkPg*g82nxB}
zKp$d{){O^!({s!$`?pb*0eMwCG)1G#-lvb~OGu72hZM=t_I5DGq!S(R=dM`-bo^Aj
zqPDVzSNlp1JiJI~*2(d{w2_ba?R$A)J3Ug&_RyN$Y1QCd?_-}*YB^_b6&2FwQ(Y*w
zH@!QkV|qqNxa%H^%v9GrmP?&cd`!y{3lm*B0m#{M`r9?l-oEyn+ZcKm(k3DZdjGZi
zO0h=U-Y!<s1wV+_^m)b~EY=urXa3$K8F?<PF+M%c>vFj*ITZg?gpC@F<Og3?<JjI_
z!S5529M2<(Bc>&alr-W=NfByTig9$tS2uMq?H6l!pARR>$$hw<M0kji#UbT-n)7)w
zgQ%~L*p5gi{h`S6ewn?wrIYJyoP2KoU<cxj+~o0nHRx8l(9L1SVLYGm#%4mqFV3%1
zUo7)JMb)v!ZY9<13!^`-j@M0_!zgjVP426UZiAyE#{BD4W@A5<qmJJxC7tXTjE^iP
z#K*%+w~6qMiODO5fta=jN8Dd5aUfCnROYen8$Ix3=sy{0JOPE@+gIl}dq=eD{L8UW
z<)HULRT|${N^H!7oKNlaVYA!if*zXxqhg3PFaNd{3?*mzE)kD>XR2p3k$uLJM|p8c
zpVlWa5^4p?tEf0XF?osS9+@(v`ZAT?)=$s*RilimOlZ#?lU?mHmL6egkZ$CJljbqC
z%TLLl#Fnb040TYVFgU}erierOn_DEKl|~T`MaVCQ`8>3lo&a&-t)U}FR;=4Go(_Dg
z-I1|x41|BujNDDT!4P!h$IO-7uzn%8Ik_zq&HTT6(hfwL;P}bxF>?XY1_mrspJ$D+
zPdO+Q9;HGPoxZ5WV|`d+`HHcqcjCE)pPEu{$Nj}$s@?+5#ot^!9Z!z5Jc%&M27G6>
zh+HF@=HPGMGd6>3ctz>|GS~K|h&Fg|1K*#GGwNBMMx)d_CF@hqE#Bo#Jt(%cOEM8t
zvXl~hqub|s{@~gBd_}8PrF+xQqgDH3#0sTq>K_OF+VVVqYhI|n2@&B<^AGY9<Q>=E
zNAOG1#d-5sPPUUS&Zb-(Y7vuOKKql==$(0cvWuugO2jy=uGe^yQ!1urq;<+ziH7F2
z4j%VmY1KMrB@`R=Y8`WueO{!MUSPa9aztJO#jcqTAs0jEs5dO>8?q9A<6Mej&Xw<!
za>Yakamf_f=_Q^GNaXd)62Cu{@Tu5=YsNX9)H!W5piH{GU%0OfdF}HbRr^R((ki35
z)W)$)DaW4I(`|ob{#CosiIr+mY+vQ29Z!1{%S@8K^}3TTu>~z@Bilna1M2ARALbNq
zhq)m+eh->h#v(Li_~>=7_rNChdAKzgvDc}x`HflY8w35K=)c_U*5>_VN|!WaUYZ*5
z#fTxf@mswG*Z3dJpTW(yp+xQN!-z`3<56tHA)==qsgA1x5r_N?^DW~N=ZvBWBoM?h
zC~W7?;ja!A-OFe59NB*35p_eKXW>@r)*KOf^l*kObjnYxXvrDoL$Nm?j3i_K&rg+A
zI^1(rgs27|+lUr<iD==wr2B1e-)w!vFTPofkyz^@*gASg%18fdHE|}_n7@`EQ1%>2
z)V?}Smr1^f`9i9_J{6$T<9^>8c?M7Rxp6g?$|*O&sx!ZCn_r$$OM7+p$FL^6w|xYU
zM~X{%G+6rLvUb{NGr@Txp-V>JsU3_zzsF)wUqb^fiZ;SOZ23Pv^r26of7DleVrjk>
zg9Pm>L!7aIB5h~t_m*hlit~3l_N>Pu(K;#GO0hD|*jB&39=aXZhq^+t<#U}gG<nZ%
zFf{U$S}j&`UkXtxq>}f0qYzZNX8*FC`^kws2oojL^Qql2BS<vB^h-2}2dDO?&YByk
z_Qs+bwNvK1AwG#MbWhA*%c;w#gA<|`qlbvE&~*PeYCNsXT%5`()X|*cm^yQEv#&P=
z&Bc)$qMeHpdHJNRSA0$_!Cww>hNGF2n0;*?))#MZeeeO~T;IK)8drzsk$J0V`UU)@
z4Q#<0S3XM{NG(Bi)_EUJWsxa|J+la6RI-TWn2UU|w;mqHWf5g`OB5BM>8zVmfvH^P
z-C}C%t$MXCwo(xiEa3XtUp^m%j<$}Ze5V~7kxt9mB6cN0t@3Yfk>^+oB3fzRLNw<q
zI`}kenLm`srgXvXPpJv-BOJQ@<E2G>NKkEZle*&PMipkLr+@SG)1%0yqzgY);-S0a
z^&n28j^nNKVu<M$V~~D7wx}4&@D5XCzsc}89rlij;Sd@6H!~4vA6H_|MHG>g+%$ji
z!v0}$1fR)?;W39?a-$8dEePX0Fv8O|KcWfWmQRi;q3<)cM<o{WZ&?<vLdWN<bTSML
za=G!px75`snn<7VaS<AA{#epyVPIZ9){63*=TBmq#(1cqEc;64!ik=z)S1#EvM%vE
z5gMIopGU(y5EX+f77I<$#NT^Nn`r7E4o7HI?V9Tis9tcz=t8e!J(}8NQi%pxP#@Ig
zxMimI6O(6cNI~v6gVBRAmcbZfTjV7aCB<S%8S}3uUlAJ3^!#Afu(X2woqeBQo-pFc
z^z%grZXvlloX)wov3Dx5^Q1%py~Y{C3-b|7gmFr!wmrR<GBNieOxhKZ=9+$Io}5!4
zQC(~A6Q<~}Ca;&Lzwq>>4#nTQM{0$IXky+5>hA{4p1G9JP@`BvLtaNzURva3+C<(n
ziiSa>ljJSlliaTNWO9r-l4I4=m#9N0gkHsRBvG?&r7Xp0+I+cAJ(Q77X;Vr{wD|)1
zu(CY!v_ZEyjTg;<Eu&%PUzAC+Y_a6<_an!1zMTB~>VSobqv_vUQlfm)P8*_-wNq*6
z2{{(IZ!AsA6syIPr8H4PY0-SAQ_E+U6pNokXtWXPyJ5!Q;imq)6$2SIUVU7B8+%gf
zf}BlepMEs`L%p|8=VECrsRTlGMCYq;^px5yO=)||ClMBH4zAa|kTAM`QO>n2O_A<H
z-53dx^PKMUjnMl3DqQS`V>Ivx$?+Q^qLc1<#7eaZ+f>@SSbB2~wabrYL~2zpYNe`F
zF7v09ugK4XtfY}Veam@e=4&|1y{~6QPKlz=H#^fqvyzH>646YXZJ2e^EiIZK`*t`*
zz+FJOL`g#Sj`XpZ%38;`PK89aag5~mmUW<qI^}o@Ty$);b5%F+eq;LJGj`GDDEPLo
zB!P%t&NqgGDk5hbbjJI1vj@yYs`3mf@A-o+o`#^>5p9BxEn#jgTP^u1_jV$+J^>AF
zgynZuZQ#bHXLfp!+0kz&6?)hC{UxaVJj(u9bOPl1py@<rSjW@RhWp3ppnPv!Vl$Df
z^eHS4y&~dS&B)Td$on}-T3WQGB@W@8(sMDf-V(J6&)!)4w8@$(Yoe5Xx37Kne$!3c
z5}>_5Y~CQAO!c%#o}jWL_1;D+*YtDapNjbC8)@gW5B{$GvFIEGl_I)eKbUk+X+nkQ
zN>}9A9?6omBHK&3hx27$$)PL91OU{yXa9X+5<{=B%vPzF^wFk0V&x<imhd7+)nH`e
z=KnDo(N~?LndG`(qgr(A>U()ws#G(%PG014HP+nnbH-1iT~tvoQ&W%avW>Q_N3%wn
zz8+-zVoQ@xI{#&`+>eJD<J!(5sI{*>pr=S3QrkYK_L0vgTG^9pY{p)mfux$Os^@wv
z(OEF4TKX^Kr)75vh_4v#edU=-%tg13)TGGneft*^^Q9D#PxeI~ajX|{4m-s2=}eN#
z%f6b#H&ktS$u0}eo?5MWYqXkd@WuPBanT+bu=Mezt<M1xs<e3c<%qBsOH9kDjDUrI
zh2^nzn%OOS-=agXl``8;n|3^3jx1jrqL}WIsdf(^R}i5N8KEeI<kTq>f5+``5OoO$
zxq7^#TM=pxlJX8SJt<{IUG4VheP8~Nb)@a8MD1)8X7B4u<5j+GRlJZCGbz;*2}TiH
z)LkWG)@)KsU!Gaw-abYgTbF#}EW^dF*F!Vi7;s9jMIR9Vjo(%jdd+_KbhsgrGiLE#
z3A!_VQDK`uhc;u|xU@^N#|E_K6<|>%0m?kFEjHA`%X}G4!`r#ut+B@KRMGTHn>XFF
zBgXk0>~FjW+i9R*`yz~1O$P_D&U51q)+hDmW1qgStazW0t`c`3M$^|&WpCc3NC#=<
zoNwKi_i1uFe>|tU82llhrQ626EYYkX+}T$~lnu4U#Cv1W#>pFltj^s`z;r}kbQ6Dr
z(q~gUrZ(AP-J+a6mPpwkx5n*QsEi29{Czc1jMRc8ey5}gb2?N3TJ2j;oY(FPH4o1=
zdu~+yF^fRwc1bg_FHWR6y_f<yzv6cyDoL-|QOF6Y+t%N^Rh_r)!&1r)Pa-UuC4Ol>
zfLSp5NU<;Ko8@VxiQlHtLKA9Dd-4Y?#F_K6ppIZ~{|FlL%T_e|>J(KzvTpiRiovzF
zs}?(yau`cQu1V!j#nP*}QfSk5wvJrD`Q}!(<w=Q$pDMLUHGSEeb-SiG_tk?e{;4T4
z>`l8w?@J}H;5plPMrPa>leh7V%nf;VznMCpOZ&l&Kt}Y}Mkiz^{>Hgx#qv_VQ%VqL
z@)Mo-^L)cv={2BjX^mP?mOmBg8>dN_2*JbaK94_||I$52eh*2SNz?r97go(d{z`AQ
zB`%$?RfKxV9FKdQT6><F#@^2cF<Y=48<LZ<(KV_8#!@ks-RQI=)?+HoU{TFB={s{p
zZ2D%eZ7l|Bk&#{vV>_v0c+he_oN23iCLGsc#?+`q%H=y#`ryYvqpB^@v+kvfXv3*R
zGWe;Lrm8tFP1I!KcesW0mk$$zyoV)(7P@(IjxO8sXpF=6gSK>s_Ct|!Jt`&CJWCnj
z<TEwyGEQEu<-pH~Z#hro4encIf{w>s<BM)`OZFCjr1Mhjn@aZf6XPrYU#~tAeSc*C
zMpjyW0Is|l$%pC!(1HAgDce`}&y+HCJi-}$Yd!mXz)Tz-y(7wu@hIA2kN7jggcjYe
zWK}V(^(k?Ls?#uI9R8%lk!;FxWo<nY>`QFzrbv)R<uGk=dQU7vJeJ!;e^R1>-|E1p
z?t!%WzHzLKWT5sM`cUW1B{+XlB2ukFQI+41+KQt@=1<b6y6?=NlsLSX`O-8SAH<wy
zD~?ze=49C=Xo`cG74Pk?kzA-wOqh^NpXmEj;mIlDPo_xlY#<?)V*<Lo3l;B#1~MI(
zYbBH1<0t-Y^$Z(_96FA?)-=Vz=`^AzY>7_HVBHiW$P45Xqn{WBIsb(1bqvr#Ck_0`
z)WXo6fP&cG=$#T3^t}Au>VgL<X~R3WOWd?d?F*Bku>{rVwUkeNX~?u4r45;Sa=NFQ
z%GTYpzgZ3N`wWY=gpe8J-iWgsxh=_g2PK&%n#Me`hb5I{huQw~ck@kb=)7lh>~zC(
z+W0r?u{Np`>2Hvf`xD0_f5e#!KZ`*<SaH=FEt^VBF1a8`pYPI_KdB>9bi*ci5RK)g
zk2WQ?{0Ws;#S8BSxqbP8Hpum_%?2)S#F&$mWm-+~uy>8mB(ifp(S1kzdFp=})8+^)
zIwMED_>F1!GNw5zxSl?2x0Qu)>iFsOqvLY6k`RN-{yG}$8?g@C=eeO;cOpgH+V)gI
z9gTK6zcG1I#(<rs^AKwo9wPT-x$UcSEcO{ST=J{_rzL%m_}nVD;z-_qjMYDB$}Rj3
zH!t6_f4IdKjmOJ!pDmFXTW7{ujoTq2hCVv2!-wvV@hzdk^E<}z_t&$vPij=tq$Cn_
zXP}nuZj%OL5sul_Q$we1i1PhdOzH*WX)pa>d=^u5+R|p#P^u1|qa>r&W+5yq5hwOe
z^jt=Lggol3WR7|*QvQzpWpsH`-!bgZZMtT}T1#|ObYEISkRE}OJ3y9E66JGKNr@Ay
z-pAWGa*1_^=$v>crzVwuY)^@bDb7ArG0khJbowes_0n{hm>+8sAv+=pV3SKJefJF&
zXRom<+$K*}Qria8e+DwPNi_;8R>>(iwuyDj_#S-wlM_-|6OU8$H7d^|K0@D_Od|TJ
zAtn#w#y0%?gOILAp)9RZEEPH8o5PGkd``Sq@77oZVmG3<Hu|0(t?KBlXva0en-(j3
zWh1h3$H>V=^7uYotDYGfZOACdT~!&I#!L~_dS!G?h5=5xYh#=_XPNVfbg19gufwNa
zWL|+~Is;$z&^%b=SNpN8@mFL)>aUNh!_?VsRqW*vaR^)0@b;pP>JRw%6o)92cxV3q
zbkP!(b>@Jkd>!MAbRwc)Y?Bq;d&V2T6UQM;_u?19cF+Dx>_$ak9be;5>_<gi20w`8
zV{6}?{cAwAM6qpeHj60+SFpasXRl4x9!@guh?7V71SSN@6voxBi&hB$BNn)hv6dAo
zuJ<g~B|WyTx!lF?#Joip(1tNSB0?&h+6fff;QpLp9Xe&!B|242BFQ_#uQJ6n<tp88
zDvdX7<{OK0%c6o-d|O)+X7lh8W4ht@iS+RcH;0VS?{$q(Zf#ed4z;dv9bKoTQjdY?
zsa{Xt_P$S~huYg151nOAWG>C^lUHr2ms2d*H1bEz(o*xl2T<Q9x~ysA-uz;wN8QA!
z->jWkk7KPCOI5y8@=Lpnd}@q3$7yiLy8rsUy<EEgrMG?-%iEMH+De!t=k;L6<CC+{
zcux+2MO{`+%+uLK!{d8#_N9yRbf*g^)qTn$w|q=SFjY}jE8|&!v7FZC$EG~uGdz=3
z%pUI)(BHi$hv?e-DYv=FIw3g%k4~YZ$@S?+#}R9U{&a1uH02RlGdyZLm9wwx`V_pp
z0k-$iP>rD)noI97l<_@jsw>x~F@?nu`Twoui+*nWQ&UbcMT(VSg889QM3ork{FtDk
z)&<?zVN2vg|CcEEw*8krTtvTp;|$IY2(L5_M2`lPPX}**3Pi-RP>`A{c9EDvb2H?`
znw*Jo?P;ChtL$XLMRbj)&(YMab~zzkT8;Rfshn}HiRf@S-snA>Tq5Ji6o+TLOZC`2
zInzG9xvynRHyta&@D9;wB0(w<l2<hPrTybJCzn>Yg?n;{`F&yW`3<}UlR;4GwdpsL
z>tkCu)hSSt;l@%~+U5L7oXt*UnaEkT@aB7aJw-u=NH=&IeQ}1s={WWdV-(!W7QGXp
z@bf2{B#q^Vnd0S7)r{yEN9{?8L%X3B{fsBqr&RH86;rw8v&(lt^NUF=mF}m5WH941
z&W@oGy-v<j%CjO<crD%Z8+%iBOgi2gr%DRV@ootv9l86%_jqDBRSlFTMtazXuSBdT
z%T!eDo<1gh7f!T5)7$p{Y+c(9VJ`)#w#jnnG*&&Y?xkETwM&%K8J;m`=O$%)vBlPI
z2^*QNM=IzKa+gj_(O-z~;6X29YLxof@?;sOvc32{B4~7<Xp2ZW#nWS{)O<g)ZMpv<
z`;8+hA^+5D38ymSIh`0$vOd^edLvX-qs+aA>SO!4B~-|JJc+u5igO|K2R$kk{jiE}
z&32BdCK~YH<M@pQaPNx!BRYyb8|Nf?taR;s=RDoWXTe1k`mOyN^>@KO$G3J*(qflE
zgmk5vgE+|d*u%SV`<qL|_?yhr&A0F9ToBo7od5Uovd8vO3-As(oz!ukJd*!jY(4r(
zy;}AzZ8Lc^^i;P)R*OTIIH^g(ayxj0>`0q|4NvF2biRQ&khu7sc?WvG#C}n%7-8?_
zcdYyI=en1`w<wPHO7o+^#%zZRFTY-I$#KB7jOs{ED~HdsL#om8`Vq~xM(20Kr!!eZ
z?rmqXw)LVhlK-|%;y>6qzVB^A-*@Jzh~enJDcjkSLglyN2`51`b4M*M-LQo3Y@<>h
zq2UQ*8!wr5PgKe{*0+vEbus_*-x+<_0v!8w?l|c~6(jdgeQlH)(}<dZCZa{d>-OjD
zklm7NYZ2)jTgwKttu-x{BhFu8mzFjVkrA@7g*Z8~e!29NR4JvKcWRttBPA2H!u;*o
z?`@0f>9__OXykaV4-wAK_W$*boqh6M(soYkn6A^T0$l`r^V=c%ihHZa$P<_}4K3c?
zFjU0&Q0lK1Ibac@IaA~(mXRgNDrIe6vdCEzFE0uv>{MHyaW6XI)2KdqB-QF+qJ2y;
zPjXJidsbY>UYoq+c)WXm&+25qgw|lZ6T<yi3zGO9kf2qZ40W3LWCfk+`CNK?E={p$
zqTB1lab8b1f~v_hbE2~?ZsaG^#~k|7elB_^q6@x3U9r>CrTu;nDiF~(98;k!T5^js
z<&n=-oSrJ}H-kpA*Rh7Q&?%A@Bx^}pYLZJ9wZya9I}sMmkNG)%;zx3yBVvtdE|IK^
zPR*Cu#y>3geqnu=zYVsBOtN+oa%<}|hn32YB5P_<-&%~#uO<4^(iA&Ltdx*0BP5bx
zHfl-U*4T(TCHLCXQn&EJP1KlYwMi1elvC|@Lykp8x=cUOZCe{VkCiArarlNsnyOp9
zy?|)d%lOfBh4cSZa+&D5XSohrSDx5EWUKp9xr_pMGA9wIsm|OtOl<CWKF|dFlJ@41
z0}-n}AL^1d+ufIs#eQ!djbcPc<EH`QuI{$8w@bK^*HvYv)(2wZV>_F-glgPprejt^
zwXIK^N5!nkQiS3Z>a%a<Pw`|Pl{QZLJF!3Qlk*Y{lJB1sYaMYSG)mLU>Ae_R{3)X2
z+I(#uo9;WfV_s_RB*}4jbUGl-QZRGHY#1j<<Nn=o($0K7KAw&ud;K&KwuJ5|IRl;K
zEJ>HDU8j{XsvdZqaUb^PFni2o6#l7Z@sE-^=G6AJVe7r4x&-rjd7Sr=1=AV5yJjoM
z(rendWfpMXA{EZH(~)LVV~V$#VZLmC`rKqly^Nc~**$IOh`TA+&oYjSdDCKR>*$bq
zbn&rC_v`nTf38z_3@R$l#QkU;IWf_5n)FZKX0Bt`XU$?7r%#-6S9K50V#3dweK>|{
z%m({OzUAuFQJ9o%5&;t96AStTT^SW}PX3DVz6V=$TNg4==N%K99uxYRjd&uL>W#;S
zYonS{KfSZVd7nEbHOThE5A|sF6UqxQrGW(_vaijZ(Zf3qnQ!ya$(x$AA4e-qw2F7+
z+U!+`V~DsjQSzqci9XM{lKKd$@o9n@uIj`M8^r2cn0h3g+&JQSjEhbIm3%*I6VvAi
z9J<Aw{r*torOCFeI<u*#LdComHuLTfwQDDAP1kyT@)~Zj?+xwGc^OkD{(D;_xO~T_
z)m@q;%l`BfpRb<oLz59E)2N(180_WoSX9Mjc3KntF@i1Q4gVzPhWFwk4BV}(y*JE6
zyIo+@Io-rKp5ZMr#E<OXT5ssV`<Q0znW!#fOWcFwp)>=3j4x1>HAO_E$h}c7hsax9
z=DH_X$0z8>ch0A%wFBvrNkoK5JBU=#d}PS*;dMOgwU}%w_xk=M!sF*YQm!4#@7_3w
z?ckK3G};OU(PGY1e-cpxN)g3qYi50JrOzMcIM5cT8sWezt3tCpcTl@er?lcNPhvE_
zxj>V_cS3*MizAk-7>9I6xB5jAvh7K|7=uo7F~jZJ9U);ity|kIasvM>xA{7ELvBt6
zOwUVMKx}FErwb=yu>Fcm{7jLfiYZj;L){;xo@V(|H7(+taQl?XwmCq_FYdrl?B;(K
zQziE$Scw*@#P1{-O>%?$VrkptW?!n%IrGj7k(|8ZE0gE?q{G}DV@XO%dX#d*J0*oQ
z0WeobB?pI_oKeoTT;6nE@9XbGSX3XR7UG)4$yRD!<6IUzR4bTx$T`L=SZraFH>kf8
zAxfUf5j`3zaoC_oLmpXHEq%6U%7fbOoP-UX$-j|nM2t-xPe)cpqRJI`&O6gHXyD|;
z>2xZ0{>~?&K+d3~_<C&dOPo+pQR!WyTx<oFc;-|XQ>tbuA_O|QiWG4(22%(L2mKf3
z1(BxoofPZNPlI!t6Vd0C&q5aA&`cv)KU>b28;(5~XBFr5>U<QzL#nPew}VJ>%!#}l
z3nxPJCnYb4p`v$6su2A-7G<~(P5<NC<2*mca;VRqe-dHQt+#wW+vICFw(VY)ILKp(
zc2p%E%PQUsX{A;(rZ2eXWabN#RkDs)(;@__=5uP_PXg3rHJ1Mt4wUaiNOZ>t`^*v+
zc4?&li;-=+mnA}mhFms#q7zJGtKz)j*Ezn-OK1yyxa|-Ws*OJhEeiFGTwYr3N6g!j
z7I+b?{B6TQtvAW+m=dw{mEW@E345>}n-x_rIz@bZQ|!soiJye4FTb5yMcKd_D%Dj%
z%$=0t6&ptQe`1_1=~aFop2WzIoVIgzeY`7wiYGA^cBHEg;G08!8X}iiyL)Z$8bn0j
z*kQ-R1jH-*KXw^vkM=3C$@;YJ<m{!_8ab!N%2dV=rkCHCTvLUN>nGcyAtoovO;$js
zB(B-#t8X6bS8Ux{tWWt)gaM1lnF+GbV`kZ>D15%?j{^!tz&gdD8Rvv;njN@(EcGRp
zh>{}ZlM<b#cw%(FHQG7lPJ>PwcEfaCQ#4P`{xQVvRC-Q@h@5YX=tsliGg+~e_i?b)
z4W3Lnc$#_X5(VDZ>v8ake3u-(R@Ls^*$~S<c+|^fGba(ygOM##{7NptpTsBGq$|Cs
zVh%5%!m}}nl5WZ71{~rMFh;V}i*G&EsFbC7?tQ4X9@RK&-UriqPRi3UMSw;3`!wci
zioL!2(jtHsdBMABo-fV%scy)*1<rYp$@<3CTAozKtucpkzp@UM;<?+FOLF=)ZGi=y
z+YL^c*W$YJ(^@d5x{~L6vZZ6nQBP!U+G7~?xg+ZNn~{e0p13H#SK_UIUP4CKa7;sg
zV^12cLHM=hfVt#3!YyeQb6)!J%DUWGdv-J@y5TKzx}~>bWU)QSH6X`9l_$^j{mIXR
zram3y-Z7!2_yMZyaPO`m-U>;*#t<V>r{?+xdvQdBRYM}*xa_fe@)+kw;-Wu^(dZ;y
zvIJB9;47IF)!#SQ70M+A{**SCCovAqtZ{1@m3%T_WG2;urnrQs4_7Y1AmvGftG$9z
ze%F#7txsYkzQZAPWT^0yEkG~gu_=w{J6tgh+=h3ckCADD%x`CG<y~oWTj`Tz+pR!^
zix|((=A<aWd$qdVJ<7D`qF%9j<Gxg*&aTdcBz;_Qp7IeSbdY)w#TpXPi>{}l;<3Gs
zB?~0e{iV(eq4Zd!6?KFN{^ecB+vfFD?TF-EpB#VVB~+y}@+3y(^T%$h_NcSQbc^t)
zHvZr5{V%)LPVeQ?Uiqc0bblYG9j<i`cOI#Uxup9*Q?_!NI!4+K>+u-%I&2O$kb8v4
zQk0v#9)4HLOZqe_rcH!Or$gF%Dy6Q*pS7g({8WS|^=X%+x3^{ye}fVW9vtaeuJ1&%
z7FcA_U|rl6(}gonK1q4oB#6^@aSyv6OFLcs1hviu&z*hm<xxz#h)439^CvTVQM6Ko
zjGnyIqr-$ViY9t9`Bs{+H`q^n`EKuc>Y~T~BiAKec#^)g+dT3<Iwi{*1d{msE!mM0
zORPcEhh%?ap6qL9iPx0Rc)a3%Al`Y{E3q*ROU@u6%7lsOUJQLukm=4|Ne%zc?_$r?
zi?EenOefJ>CmzP9Q<aU+7wm8Gm^&aA_7kwB1jQIyWGa5A<QTOdw0caBdbg@}C%}?6
z)#OK#kTxv4hBF0<hI7j8Usj_|Z<I8;WD=L3=xEJaYBZ{$8e3zR;#1;bs>{8D<B7G3
zO({K5Lrhoyti%=Po2mxsj*Rq1M5kVlRq~A|byPYRG2SAugsYEQH7RGNfnH0h)l<j7
zZma&yWT#GoX^Xsi*ht}nqW&W;mesEKvs?6%Gespnro=d_Hnrk0ANQsg6Khy)MMAo1
zmyI{<D5qAIW+vvSR?1C3)pSc3)Oq)zUa!3|H_W4uiNWtb+rLZ@*SgBRky4C1#-xpo
z%Sd8fZ;_z#oft{W%`2KAo^EJGTjpe*>1)oW#qUID$eWR<`e~{CdBgb#Vn<}SoHG|y
z_20cEcfOi2o_J3+RA^4T7e`*g%@i@+h<17X%-$s?TAF!h$4SiXQW{&HL^48djFm2D
zRH?ZT>2haHZu{ttEmh~4Uyo;eYba!k*@8&iOx-KKI}1)NeR^wj1kY-Ch#1`pb5CpX
z3h6}kbQ1|DSeI-Jx0S@Q9wVU}x#mRmoUE>`Zr2dOEAL3mojTn13}g)r*;wly_5Jlp
z{VuPu*E)f*4?t&@5Mpa$8H?%T-K24kGM%-VJEzJ1Xu3Vq6DFKvnUgY|6RLT$7^S8Y
zsCIZID3>qpC?>|BOPA0mousehXmbjpqq+Smtwa5t2(9;bmMXtYA#u)Ydj5`#c*%l+
zx!rz($g4$T`Y@ZV{TMkl$8?kD;J<S`-NJG}2lWn>6L>t3^RzCJa0$snCUYOn8NoS<
zDt4-6h%t|eo>YHhYunpF^62f;yUwRDlH}zxO?ZPiDiF;<MP(wFSC`Hhm7kTJQYp`g
zYlw(DV&5~4A8PN!h%}ScYJZnMo$v25IWKiJJotm9{S8~odfJ`obprgh_Z`UC=4M>C
zy?GwGlz4PsAM)#4!_-?O;)?CT*1Re)5eXBQ>r9{aYQD3qQg;o<sOI#1US7sBE-8yC
zh219Rk|&B#kg2!HX!)7tlNt(TwN4v$2E3_oYJW6}I-DkB>%&Aj7W|#b)wWZtu^ou1
zg-1p2%jiM)IIV;h)^VaA$*Z^|wdg?nj!%4~emWMxz4V+#;6yYMIF+#Yb8>l#--)p3
zj!d1pBd%iq8)xzEnl?^l9zDfV^&pC6GeV^OKM4^vR-Z^t?@zITskfujPAzShE_dWz
zwa@;<=C1msr{ptopT2MMC+zP`d-{myAKO2tpa&f}@?*D6)F#W@*&}4NZDP3;$C_Wh
zQ&Oo-!}y!1eCTgnKV{H@M4gM4{%x=H#`sH`(1XLDjWYqF*fD>o>k?g;u^)BGB|6or
zk|h@EBW+#ny{V#eZ0;|(CkTBSd$#(X$JlO^Qql6{=@6?@FBp4@eNQ0QB!{SZii9la
zFT*{4`jZ>xCCI>`mio$hHsrFhZ9W-O38`+;uo6pYhsOD~Dj3rWCRsK<Fv6l(AA6Y7
zW~^iQDJ<u7?*O`&XO5l&Cix-$iuEu;<9nX@Gji=`)yQ#MNq%J+?Q@F+|7*yd_dG*i
zli)D|YV3bG`^ip*PPtN(*uAKsb9-Q+0<w$;IbrM3R4Qtf<0L0YSNtuAeVsc#DTuy5
zv*-8hu49k8(CboaBQ(gQYrDtGQ@)g&l$3dm(YQ}YXvRI_D5pSUmOs0_k^maA;pv`j
zd{xSq?+&`1Z%Xp-PbV#obQ5n%t*$?b5&7m&&){=D>64H!M^)p>`6z>oDQkBebNk1a
zYOi$~l$498;$6<$#y{+@Z~TgAvu(dKMx$v{O(AKINtsXa&GwfU_W~Z{F#U>zL#5hj
z&i$q5^C1ExGGum+sSNN$+~UoBC7B$U8l9tY8xWx(hTa#ACO&^Q%1|AMF!aiAX%TqB
z%|CcX>>k`$8-MCNdJj!vO3vY-_7A7Nv)d;BUZG7{y_tHWcDq-{;*}<yjFyH&MKXui
zMnh=%#QrbcD=~Kq$uXGeLlG-qY=qRtw3!BJbg3-$0LvLmv}CdF^<rOC=QZ6Xdfh*o
zo{VoJAV&JmdP15Hpsroxag22jxuilxu0~gqn*MF0<*l=LMw-df9=)B$qtd53{S?Pu
zKD%Z*!3H#9Oi>C7{$N~gqas*Kj_*N5&O|^(znx<$ebl{r&lSgb=cq?rg$UHA?bxpR
zF0_8zR!hL7?Es$Pd*;wuU!y}?){A2bENLx2#hreRK~px${1w|McfsmLr!~;Q{!cE^
z<yiclKTe!#s=S6`KZ=k+;T_Xda@42RH`$Xj;6P&2tm?ht1VSvc+v>EsnZ%MVCuE7l
z4cxBwbmjyCb<Zv3BSr!aPJM9#?RlufN6^D_f|S+PJ7QZ~-Iy-SDnOZp=;5I4d3{>4
zdjzMj7T{rGhPaL?M0zbRthX3va{Kd5)t8(~+O;_KPtYmqW46e5>|sl;(Vrxm<OXZD
zjrx{?2n+iH#JerJEa|gc$BB6~r<3G|lUJ_{S#8fES>N86bc!(9<9STTTwku+$}{*t
zd@Y_OT17k~uiKYCx<Nx&u+53D5gz>go_KtoFX5S|&vYKLwSv{kD>`o2AmQ1g9uQlD
z#0A$bX5ZyM(R6aN`=;}3&X4%Cw;g2eRdi9$LzU}OAR%6m*IM3&H0>g_N=qw`=m{vc
z;AR8r5#$S;tBT`LG%2pXNXP2gb2}m?aX44b7EV=0nC550am=l~@o0zgxW9lLt4?#<
zGAiQsns4718`C31?n|@8ZvP@3EA7hkNz~Qnouu(EMp1KH@3}YQjD1UtggyiLMEcWM
zex~1dxz2}$%{l8&(r1lnLgY#OwXE+EhhoiX(YF{49)bvrz6)<qTlt&)m-}M1XXrbV
zXKL$Icx#fqo@z{)Px+@OHJpk%(x3j-yc$t;oDq_pxTLSOLnSrSr;a&E*AfY*azIq3
zDqdVC>*1x#QNrU-Vmx>?Bun02)u3&w|FQJNXj<kI_06Vo(4%vlEvwlfb-?i>RNA#k
zRoeI5XvNGan?j*ld`=AB<r=<~=S|Xt7DBO>n(HN#yM1MwxE)z)L$hA{U5?u%n|_UF
zK`k7lW8yy9&ue?NIJWv*))ymfz;+Q??L|-IvE)KcA5`5>IAfZWe_yQqiHCKqNS~D?
zUJ-bUAMA|};@mvKqDp-WmL5C4jxO5SKlaBznKUomXw}E9@~3JtqisfscIDY6w@7>C
z1W9tV@2`bhy^<4K`}FM-7QdNC_a~({BAx0*6YE|2tT7t(5bj&XL<jky`8Mqizg5YX
zN(qQRE!Xn$r>1hFyOAFo2Co39qsU3UyM~R7Zo5dSO~WEg*v-rD_eI9%m&z&2`lsbo
zisPCw-(p0q`2qEA*Sc+E+z6Md+0TuC=>GK~AE!t1>86quOWzXBII}tCA~T57xpb!#
zeI@_>8mg5t57s4QL{g{D_9AX7+SJrtjZ*vhx(Ja@yVKuiAI#rPzOZ3&oo75@y@rQ<
z(xr2$bN)t~B(7M@+*e=jlPyIG;36t!f`s2E&!c;kIZ+gyxQc19g#}Yy%xxzn52@F4
z%8C3UwvRc25@np%FX^GqVM3p|K0h@yw!I&Z&TYQXk)v`pJm;rdEq;w9W{GwsHF>f`
zJDnc&`I;nO2@gKf|8IYN)CoFhQ#<>3UVV)H>Jpu_vB}T>M07fmZ<^oN#1s~_#6wl%
zIA2H=hWhjz-&}^+`s=^nTb{f+R7N%>#i+c*_D5*fVx5;Lsw6}YL|LzFzD@S@cUEg0
zBjZdS78T3dL$lZl&m)sZjO@E3;8bLvFN`@qk7w<jq{mrL=03-f>3m#sWJJ$-<2G&F
zKBMRC0B8PgkFrCuDsnL*ccx@++plccCRU82z}}m-Vqb-X#kl1Euv=95-wYOPtbs}9
zV_oXE4KW_)oO{0*ORPuRVj)_BXLpP$<?So_tgUq|qKQ|}$z<SSOpzmy5Z$6z)bEso
z)_P_~$ciT7(hLe!ab_K2`s^<;pIXI&zCyb3m#)jB3ZDJ>r5RJ=$Oop|oE2a~kFFw=
zs-5lJpL6QuC7-8#HZP2Gr;{eO4dTlj3sK3^G~@o1VlS3ZrJj%Ic1l_?)u^c+?V3a0
z=`$vda%0s+z?o_r*v=y}&eD#v-%h-wgNN0UN3LhV`&%q9!AWhrP>zuA@J!zSh&YLT
zKKK{mnX{ffJxz4nzmMlKJfTkb+H52dN2=#5UQ@*)_9%N}5G{n@nqh=0H4C||H=)`F
zHPT6VvRksX>-Hz)YfQuQd%cBEiD|Syu2XehN*ei1BrlCqY$W#^^CHS@dwv)!OmS<U
zU6NtN(sL)hkHDeXCeBo9M>}$be;8wqXw+LzD*ZA~^3NmwNpxa%;rQO&`1_CXXm{le
z)30yrMCD&?=fsZ#XXz`}qT6lttcFadr&?-Uy}YYsuXRM!mdCXEn{nE2l)j$HSUu)F
zhI*PZ7-PLy_&ELCS~KaPSh=NLPwJY<2JvHel(LoQvk#UbZIShAL_J#Tp$Ju>X+*-4
z9EI+`S)P2xmTTfQ|2wH;<WI`atxezONHj^bG!yDLrWB!?vV?;(Ceb@n9GV54yB&@$
z7tw9m?P%!=#P8%Nl*dx(qjCn8*XBjG^kglx@OoLjU*z=M)+TdGKoiQzkNTOw<yvB2
zH9w|DjAYI9^8RQv{Yosq$1HVyW+$SJPf}k5iSc{E)djlw;eHKts(y~NFEcK)Klol!
zh<iIcQ=dPpj%F>}w9?wvo{(E5ZPKP*RaZC_6kC?qQc34M%Z>G>d}sXmX?xXc<4W||
z%UjkWxvcFN$Uj^AhB&2>ZnBLqY<qJ?j)CeMweEC6Btp=4%Ssy++_tySVcEx*Qpb5O
z_YRU3rqM51)O>H4BzgNm8u6x7W=@X;udb=HWh|i1zh6m%_9rD(h)>BsmLej@&}S>k
zpW+E<h@6p6yoz>eB<rDiP5Bn5A35*D{m}8Pa>Q??t(;2AI=amv)!DVYOTlavyHojY
zam}mTOxlhpwtRCK6@y3ARAo7`4BPvLIfOoAwO6LnBZZnS)~#kab|$wug|}@zqx6M5
zDY-`6>YAd>RpmPoN4K5KEI%{HrMrI0w{DtOynXhwX+}vu>2B}lr5+w@vNb|EH=BQ?
z_Np!$A(UsQvL4s3kK{Ky#bZsu1}aK@I@EY0$=tR(1FiIlSU1-cChC0p_2}H8j!3s5
z+%=uhq;SGLo)&fw%&(=CFZniR)$*V6CpBEeQSei^jytVd$D_%OUw^Q>9z7j#PNj~D
zSxDk1_XZaOm1m{<NV&^SibDKJoleRHADT9@fteYytz`-fd0y>L>Zr&F=<09|l@s*&
z>}JxrTz81mmNc&ZPK*Yux~EwEQlgD#!;}*7qxNLC-MrCbAJ(H~XE`;@7%ktCezaoC
zcn82yI62oB<Ba{#5xf?rToSm$Pp7v|g-iGCwRTXp&P<cvbAL@_h7V%HE;r!#?u66P
zM`yF!@RW7?t!)O>K?mpJ)FZSE9As~&$Dw_7KD$NS8OuuUC+gNOdARyJxfUnc)ee8z
zM`{*KouJ`IOybrtp-+yfO^)}shh!;qJ01@85}&MiTiG3RM5X{D&2il|eqou}Ou}BY
zIL|sl%c!_gHv|Wm*rx}di9Gq0T$=xDLEBSnMFTt{8rS7xSpzLSBj@SGprFrvF2}{p
zi$&kI#UhmN)M%v2p>q^kvEhl+_cb|NZ@D}+PpHU)`F1r_zQKXLQu4cWZ*;F>Y){wQ
zh!T}Qsi9(*!{yE6bpO;u9e)zzU_L>+llI6MN;>kShD4Qv+hz&;_C&{2m!F=Q&vly5
z6b{zhrCM{;s_;kB!_He#e~ZnrF|9a(rk=}9lW3;*wyUkIjSM*JEN`b=SXCe9so9-h
zk6B9D=(kWYl{iV|RGP2C@6ln=c`|NYO0{i1hX|KG3e%xjN2eF3&-8XFRn&^MmZ}(^
z&VWMC^yeiW<a=xWrO!+B;<Ri_{&p1qbmp44sg-}scF;SYo_z-KQbtvO$N5982RTYn
zx~htE6QR68euE_Dc8X{se^Oe?+B<bbic#ivk!hBlJ0qsiz?5o{Z6aHXP}dRZMjmKH
zRXw+z(44JC)c10YBUheMY)YT{J9RYbGmJY(aes9mjhjjkaW0vH-%OEXAyz=5rzhq)
z5joeP{?sHCEr`8!jW+rm^ndyW_jboy%HR>VIWTFE`xEqV?u_^shLQP;^%(JfCB~d`
zOfcb%xW!^Dt;k|7XQhlY_Yzy%DP7zSu<cH>!@8$z+SS$lHs$Vi;)*f45=*p6Ra!8I
zMHC`S(NsjPbC--W#G&Y1{`uJd{7H!jn&zDLcj}1v9C)S^)<^j_ofjDIC=-h777uWX
z*}d#s!OOFM4D@<v_YK`2PN-3FDX}8ebGkRqZN*!E5>r-GE3u|~p_k63FIh?FPmX4e
zhb0=HH;&^v(d5dY@k`pZ1sa_snDe@>RoiC=>;fbQ7|WG1y7}!xj;Q|@`gI&r>;#Qe
zuX7JGwFL=RET2nKQ~nfBVyRZIv*n~w9AhkDSwkUe7=GRZTfh!ktYz(XC_X#(RokK>
zPE`y}+{+Z$JgS!4b@`@3xs)T<_@>SUvO{(0sr?#fz<9d0PimoB9gW)~?kXjdtKs47
z-4S@)0@OUNV<1xU-@9LE<xNSk8hx}6jhfrb_xEb$(UBwABgUOtN7cJ(KDYF*VB24Y
zkY}G5lzrqh`rH|LayX~kUYtWZQU>l7uvpWMp%QU@>t^dCxTdIR`7D@oYJZDO{-dfF
z+IC}*Ax##4Z?>BWhFHe;N5-5u$e1bO<W`KM^xs?CBlK+F3Go<lY#o*VN4y~-U?T+o
zb@`E|)6vMEOg$=jX8g_z%O&m@AGAx_Ge+b%&6VgDxpdNlDy8;gD1Xc6iW1H|)+W}S
zvr(T|#!Zbj*3%fLDlFRR^UA(QehR0K1S;1l#tBn0%~<woNTzp$jODq8ge*7ai_pPe
z=DuRDTtfn#iP0X}Prg1xuOb=3@{sBK%plW0`NV=MecHS-=7wrE<0pAmM*Rq?#FTq6
z^p17!YpR9vS@;UiRzamx8E+>xu!f4xSuW8zDtJY-TjLcS?Gn}a-c@eCDZ4i{JXC?=
z&q}gWe<!Ar@1s1;#3%AW9Z#oA{x$rcTcnhC#5ul83%|w|WK5N*eJnZYPv$XUBZ=*o
zF~zoIdrXRFy;C~2L5V^~VNo>14Qi$CpBGJOzj-ppE$v$?-^gi%)xWy&-Pq-4rk<9z
zIxrc5_hJVIbx7TQwI#Ck^rDWa{ja%B*6@j=EjDS5_B}Lfj@5i@)|DvnzXq$PJj5rx
z6oqhWAiH$Pwz)eH`;k-7Wo}#hz-FI++GnMc81z59c5}34DACYUpt9wA5AP4utkI^=
zHk3cb6MDE)+As&MY6SHo-HLU8;8=S1(O@rP-j$yeN7v%@d?p;@^C<!1b4k;Z1?!Wi
z_?y%)L9-<s@!!}&iSnHY2e}6s8=Pa;=``MU{o1x}6C=^Y%Y8$E-akGhf2<)P3OMfm
z@dyR8QeH1wvN(8U=hVD@B&kpreEL)JxJhr_LX$gU|D-`oa1!}G3$5|C70`$_OijZf
zN5gh!s>H4KrPQkONofIi5~I;v+a9`H&PV7;goF8Q*%Z+QAF4e6sc}p5w%Fl3w|5EX
z)9^B*){_VyRv3I<{bVXw`wZD?8u5-i$?>(ywMY3$()~${N%6kqnLYy>g`8@d)>14I
z;p?MWEmqQo(ib+dGLDR>WG(lvnE2U}QksFxkto}4$&GsNA&<Eo(}f#4JyR2hY8{y)
zxP;UT&3w1&2rN3=@;lS5XG6sN^z7TgUdw9NcKq~8P-!{gV$8GFF1jW~_LgVux<hLA
z?N_gnYV6~9U*UJgMfg~ou8*l-+P;=2G0#--)9KE51A_Bu%c+nW7U<Jf*{9;@$hPnu
zkwr`vD6aGQ=O2Lu{pI8#vLbmdJ(lh<a#Z_Jg*=%WaT}NRw})izm(TuUba`cVkb9Y#
z$v(ASfr{GoUkwix(syUq3|m~ic7E;eRYBES|J+}unJZSefodZWY$?&uW^Ws)`s+6q
zm3hALZX`)DruF%lN2%iWST`eENVUu(jyCVLKfjn6hF`?lx@V`BZ7{>TH`nMy<1O&-
zRBKzNt@g)+&X4{3Pp0|oahSJ9NAM2oa@nxxp5I8Sk3iv*XiF83{k5K&3f#JGT8}(G
zGp|~^KlB(ht(JM)d#qyXqX`u3p|qV$`MP;oYIm`no}UyL+q>KXmUWm~eu2J2qucMZ
zok)g{ppAB!<~NSb^)B|eI#8u02i#wdIkiB&ImJCOm-eO!I9j9k-psf?@1qLuwT!t;
z;)uLh8#-FE;v+nHx@*@bJan>~Ekn_y;xU-q8n?w3y|-z$%Mdd+%N3|2GQjaJuTxj%
zw5MZS3;V5khjNRf@`!CG+g}d(!gSKkJ1XRVk|Cd_qUWWGJ#*ALFBHvkGB-2LFR%>q
zoAr5na=YlAC7h}NY5$p~o#f5<X7fn#w#&F`_3%6nkk=>Ts8N)hLOIbB>)va#`74V@
z*u5KhnWM4c_gd$Ow>?EP&td3B-Uh|qS)Qc*ZFKiUX`O~HDTo}#5>;}p<;fCCW+p+&
zBnXqMwT_=UP%WR>^3D<}?Nd|@nHt3llQ(FHzNml1w$tbK|Mb^ueM&lAairUVv3zF<
zwQuxR?SN@FZDz%rP4_)<W|Wh5N8-~B%wC!243M95(fo#X8#DLvHq`B{>kIRChY4pS
z)2W%;MeT>WXSLZHT4FBoux`C0D;f9v=6Mh2rR`I{L(Uy{Vv)|{>^N41SO%HYK1Pr|
z2>IMcx#{V4XiLViL^*BrNmenki9NFzbG5%Y$z!J_awkqI@5S=mH+{Kf6wA+Gp%b4C
znp{fTa=ulY&7P;(SN53+Asg^(R=byzr3YH(B(XBFSFQmiH<?H;|Nb~8FKux7#A&5o
z61LW(L420ibLVScoO6ivzWltFCv%w6{bWmB?LDkRM5UAqE}vDUn-R?-Ez5ds8^b)U
zs1~;8&CCpmKkICMEPeCHywcH<tCE#0pFxPc(RyUseyO`Lv@0p;p!P+uSD$SkQ%dc_
zLq5splirxEx@$38e*VaD^jWJK)#}{yJ|S{7XBU_VrY7t7yq>xTozN;p;@Yn<J#7O9
zas&3UO!34rqPHA#{LUPWlu6g`ZKCSY8^OdBoI}GmcPUEp?3CdCq>@kZcRnv&G?%ET
z)XyqC4&o@R>QTJX&Tuj$HZ?}{Im+kqIUYaxUC(TcQYJ)KE<#5&#CbU{vFGC+Td#y}
z9uYBJX&?8Hr?jmJS$br1ievgPPh5*GThPSbu&!sI5q(meKy6@pcbZ}V^4BtwYth5?
zxcsz1!ZoIo%g#|A#H)An{)0;0*7GIGToM&L*41vN2SZ==wN*y)EJgJ3jjt^_)bdVU
zj;;>Y+E3RdRHx*bws$ejMa7_&&z)D2)=IX|ZzqnHG&+uNs_dtk`+3eqF=UHXir=9w
zF`m&T_EL;Z<%dc8f7(2kpOKu_)0}T{WYHqc<vS%Jzfm(GQk@{31t=?h`g?mS7;~pd
zrnJgWl9Vz8ialvVwOeya)0{)!U;o_~fqVq{7}JQ<G~-xkUtZuF{Z!8#t5(ZL)Xw$v
za;2msPo@$}G$tLwZ?v7#EC1$LU&T>HYvcmX=kb#%9zSEL`=sb|!Ks%+$BVO}Tgq+u
zJxU7UomFM_t%h;;o9|Zseam#I=cZ%*1%;}|NG|m=>M-dh7*6ZfCV={IVOgg9;z`ag
zGC;DfH$(r0Zp-+zPt2>ne#R6Hw~kHG5V<Qh#Rsre>82qge@B|$7&h>sXI|Z<Z^VYb
z7-=6rOQa>;=p<7KO*r8vXE3!@3!gEMt&fVaJmx&5c8qmW7wwUudS`UgS*UIGuN4jU
zX>T-T_fk)$w83^$!IrgD$Fbzy(oFfDI*C13ooI|Qmhf#eSl2AiILMK`23oJ85p`1s
z$*~}Vv3w-2f=`L{AZfW{(cYlTgH<>tGMrL_?ialV-CxDogP13MRwt&_xR0ma?eh=4
z54>8-8OPFdFLQ=BVnk@n3$rH97cv*0>GF+2M@*NMI5bhf=JJv+&|n(B)V^Vo&oxva
z;>33$HP?rE5O$cvXNHmG+&6EFh5nm*DsUu^ci<QH1uv1;F6nTWzAr~wf2ZUJb!?$1
zx5@jrhZ0MlS?5B@sS*W<H6_Z<luylLk0&BZN$E!v>wS#KC)n6T_$rf^pG<1ld8eNv
zo-Z-(FU`a^SpK=&37m)9ZkdYcrG8f%mY55rq_jMVvEZBMv8WD(J#ZQ+V_M!ROUx4M
zLy3iRxbn`v%l>=Q_O~WGy3YwoTCzmjZb~jOVrBd^(P_N{GUT0RVn4iTZW*0dm+ZYg
zeFaej_8HA*UX}cXEGO@oDyq`mA1Sh8-yiYe9KNge4zd?l>8Cs*9(KCK9AbiHiUWB@
zR;Lm^^<%_^xd(A;UgBUkJzEJs3oYKZlWFCrr!DNUbVxI)S6-cHC|$s~CM=0!n<w0i
z--(cTJT<>pc;C1V+akH34~k@HLbG<Jes45h<yxxZ)NZ|LvG?UWQ|=I1p}VD&!eKr;
z*E*t!IbB7M@U?9^!r$)sSgfo121IvTc3Y=ZK;n_nU(9}SVs%<oaQ|0IeC*qDy2tO7
z7&J{m2bw9z*Y+!tI*yi*N!>D)ET}v&XI=EE^(ms-I}s8rm*0w8?!Tg6&iO4oP?Cnv
z2OBzHsh)plio|bkVFL8#d+soeqx+N}Wwh~czi;&BR<%Ure8UIEGphJWM=7pNy^H&j
zTz=Yg$!8c!Wa`p;jW)>>@<6=;ZO#22Rm&x;=uG_1l#6uee5R55Ikod?q(W4s`=+LH
zT-$D)XhihUibS{L^6B*)j=wqn`_gBw<rJ|I6{iQLBfjfW@!L;^L^+e6_4#pl;<p)m
zV}DA2X#2WwU9KXu<h~&HuCKlgrx}Dl$(5+2|L#vmJd!rRX{wPa`w}J6KfhJu2%am`
zTHfNNN^hUEl|MxsuIjLFeo8W^X+ivdy<c-28ayEJz#a2`>^mY(V{7*K8^m%JS6xe5
zv^*JqTCTI|y!~kP3~fd{0?V^u11)n_Y`t~P`OF%Xel(DijMy~q#R+$eFOTTfShA9O
zR0rvTPVupqgow)Jj#E(Nr&tzdY)*-c98NPe^x-rO!MAv1-y_Dgt#s8WMkY3YPjt=C
zm3+yc#2n|&88*G%v(sq&`p=PcAr+VHPnhY|TgVsO)0+{Uh)wmm^%#`Dx9uJO+z1_Y
zCsksRb1DtfctW2+52y9>a*D-2HHS$xJ#c8wRu#|MonCq5yhSuv=Vh7~m^-~eJlDs+
z*vHS&N;jcUxhCt2WT|%7LJOD5cjmB=+c7Ud=ErH_iy`CG__0z6*DKS~Eh!b}({)OD
zw=lN}5h7{|;=wvQu+~cH>{gD4SRtm<w&zwoC(iF;^ejgfAht<NoyFFrl-rgkLXyWR
z>WN_?9jDLyX=)+bCctOKn%sh-d?&`GiV_i?Iz^@YfW54<^i!;cLsk4SeSBiG#KgDj
zlj#_DjEQQ8s$ss*pW5IP;~~@0weylkAtRb=-CA%ACS`u@_t_l5!M1wlQSw9;r=4rt
z-ZNN}arFYo$C-8Y%q8g|HCT3@oK6e9M&vm$r~h07nLA?-oN_I^C0Rp^7Fm#8T;~Vd
zZ3Y@ZoZhOJ%rNbbNL`lkym{)l(94ZDyY0ENNcPB`G_gv~eD^&^)mtWmJ{2mT<{(q1
zGK7b|`5qrtZ=K=ihETHXgpyw6$HQ$#y`99^9>%oObSP1VI%f%o%M-uGoesURHphu@
zP#^Lc9OxDIyy^d5F@K%cv|H;OaSRlrN&DJbaz4D`-k8XYvH5>9KGn9aUNXBB^L{%{
zaU++iov!<D2X6glB*8~Y4tVf9KNt!s@l=E3StL;H9e<LG_(a=$1%sG;Z(h-_^~`0i
zD^lwpZYMQ9g-+&F>lEqJ=m^L8;&y155z(ZbdTRI#Du(o8BKx<0{KPr#Hn};1K3^Gi
zynC<S%U(BGx7%c-!l!@cHH+A3Z#@SM6l&RlPnTtHP3QEZ`_EX@nFYFHblE#jWb=;O
zoOw;h0`83lf9O+v`+D;Dn?%tCGtKCFi|i0t>@7RsA$}%vqr<9`O!<tTY%l-ax@Sm7
zH?MJV*B}zqil?u(y@p?D^J<$69YG`XS)Gz8rWDJ^bxNj2_otbr;M!z-fBVRZWcMCZ
zdPQeI*p{%j4`Jd6o83ku;se*hwHa3#IYo9!bAghn*oP3^UNOq-9iM^3<BugDvTbcU
zpQ!SlJo=19YOTf`g$Wu(GcozMh$7l!5UK+5?a&dR9`k35vmXyxnmUA<g?wzY|C+Ij
zYc)q<#Rq<GST)b}Ns$Q<tswn9S{TQ<IiHfW<(8^u#gCzjI`WAw-xPEaJ>qXzTAr3C
zb-Lj55|(dIh(+hWe{UJ%J^SaMA(CzVY>g_!w{1S;7>Uum>NSfbsiD&gsMUs#z(Y2O
zoxEms2O=YC`lquqOy1*3{@d&f^OhF@4>8D}1}r}tg-+!ym{B1s`h#I$;^o1B=++7G
zXv-gzVK(ZYC&#06j(-?%;5no7mRQ&QEip5S)X%P&9RKNr9MX=RpN5L!=_I#x_V)<R
z5OKkoZw4J=Uv%7+I|>Vy_YY=oZx4R*&B<g%RyX&cOoTCGdn$`Z6$p#>TSGx_oW2EC
z53d<x+A;&oY2mS_Z?&Pvt8P7gN=^7;l{x27>xyqX8xrI5-V-qe^L*5ZxGAF6ecIm^
zQc=BZlzD6@l&i+PI|2!wT=$#Da|=gkz4CVQxqn#%$o4+w!MJ0N=?ZqPa^B^LjU=%I
zu_t)UuhY{Du5tEFXCjj3#d5S|RVt>C*A?fxEXPC|n%GIyxot9ZcaST$PcfCY)wbvM
znY#1E?WC$f%jbQz);MYt`CdwO4S#3PvD4QKr{;5xpvx4Eu=qqOyG<W_m~)xlRiQe-
z_EJ=0LchL0`_U#R{%kr1&rU%b-8K3*v(Lydnx|={IZV-=UoDay#|f{^?&i|t=LdXd
zkDQd4NVD?9A^3Y{jhTy^^Z#_&qA7wFwDCI;T3JeFr$GF4z{-g-z8BL~C105gi~oMf
z-`YxgiAq~)iHVqe#=k)+{nz6q@XB752$`*lC-%2Ph(&)o@bEl1_qAo%j+Px^bg$fY
ztmR%w(J4QP$d%8vMwqd#m7kQJFe{eN)6xIpNr?uDXU`?4COOaLy7=?(bUZcaG~w4h
zCB8M=?X7*r^qf+Lo2n(#Y<SbwfMe<*xefI_2BlqJ^2FQ5aYB{OtoRIuG7{{$&fRjy
zwIZ1~Lm=LAN!m`k#<-Yiox3|@e*|m0`TOY8m?mEj(oCO66^Z#1hTz$jORvp;-u-Y!
zv~8EBOUbsjCPzY4;n@h;eti$twmW@Zo3@N8LdP4s$2p?-Ho~oCr2KsB9XcG_{Cy>Y
z*pBb-boo4pw3tWflZE)FelZSk4=Azcix0A?xd2UYus3G>&N#Lbnk$B>)Rg%1B+s&W
zwRx2M^E?;S<a+wEgabdXiFGvGHD--njl0e1v&OW+<I1vXlAqe|m_`YgBjMNB-;Sx#
zezN<m`QpdMEw;OBn$~GV7mip48@F6nI0_SdCcdHyeBGp*yIY~!9}Rs>tu15EIcn)d
zi{!iw*|Jn`!$&yjG`nGy80<1xb)9C%A#?eEb=HRLC^=JSQ*!pL(F}^+u>VR^o>XM*
zD0Hg%OV;Mm(QhL|B8E%zlWYy7H#wKZ&cE}&O!M$~%m)2mgMGMU5`|W>nfR_*DeMMT
z?alDJOZN1>J=GN3J^S4=`x}0?KWAIYr6I!QWZql*SO0u<_B;FM+S#{eg+8}mKeK;1
z1MvTy{pZ<#*iVfAnPzAD8~lwm)*BkNd^c{5zGGCpX~_9qvXMDH<^}QerDT*(5`P?V
zY`gmLq4`ue$V*joWYb8F*s0cnuS6U_=|haJJuumly?XHhCp2ZYl5=Iz2E-QY6~EJm
zQ}>&tzR410%lIaynmFOI5Wmxcn4U703{CrJ&{gUa^mM3uQSp6fzmKILrc(>D@|_l}
zR0)Yg?ik{a25UQ(08aX{iwg7+-fbs<*W;z;ao?zV)&AAD(6@=OGOz5qHqYadlI4>&
ztS>G87F9jkE0HlbJLebHVr@Zo-+T#HiOhks=+1jid10$clu+Pk*;Hlb;Sh1&Hae;|
zN==*Fc&G&M#wQ`#<?Z)td{zrhADKUXZYY@s(2aHImi|w>hqPs`q%F}x?0HJLYk9H;
zExj=Az+j?`+9`M7)P2;^8ss#^p57cqK;%ay9ntWkZGDdL{$MNFRTtqqC7<CgQplvi
zGM`ILFX=jcQl9A1lNM<l-&6IG`A6bf?aNk&jlONf@98}?YjnEQq&B2b@*~p`P1O*Q
z*X-rdI<5OXKN@U1Il6oyk+M2(aQ<#c$K!2#4J#fA8}!Do#xX}!k0~ohrKO7BY2&$W
ze?zNZo0X?msTmz63ZS(23nCe1%e-W5i%lpkc*i?DKQe60mt)n1a?Zw6?TO>wQd?S{
ztVip0OKQuS_K9eEyu7lDj>@w7{lrWDB;nIe=_?kIVCknkFKuc`=~z;hshDa5-~%1i
z0Dr1IpFU;ApCrseNrrc&D+(=7ORF;6i&_5Evn5B$hHUmDKwCBql(}*XbxWH72YQf7
zr^ZyI>P{t{ZfDN<<x`2;Y@h!Wo~#$!Q>&kiu~CU4GKzRr%IQ=pqnVXnY}g>I5jC91
zZ{p9{Rua)d&$iEoTubN=OLwRzM7{?)me@+aGNoW`*FulvEyo?>y5m}El{D_b$foUx
ze*EpR4wj$W@}viw=Exss`hhn=Kd>(P+!jwwh4&-Vsnl1^pY)-7YhLfp1Re7{>|>cm
z+#fgLjlWY5I*-fQ#})JU^s@J0h;`WMOjToS1;ttF^UF3*)^{%%R9%B;EYT6lscV2A
zK@$0YqOsEEME-ATbJ$oB$#M_hy$+L86Tcw8GX0!b;&N)n@ARM}QcTF0LV#l2?vYb~
z`LWV^=XB#|%h;mV+mUz4r=%`GLW<R47c{X=jsmLY*rU9*_D&xSsj1Q3O;z<VQuYV3
z*?>M+&TVD^^CzY5)ZXbsN@vim4}UX#H8`vOg#MpRKe=B9|B~L<-|0cBn%|g;PN%X`
zQqrvbNgp=lgULps%~%^O4>VlTlt?0L{-_5bTY%q=^jfr2t$c}(F}A6WiNbx@&}wm3
zy+*Vc%5mm%dTSV;vrNs}{<I!^bb-0MU@Ci@3}f2H<?uAoA-UbyVmlgsjlF{2Sc|rY
za-6_|w<Yb^8@cW7@*aHD9>F-}EEDorL8s+fT9p*;L8s}BJg#v>{7NP~^&d5xkt2%b
zq7S2L3uPr#QyW)0^<ztf)EG++<DE+C#a1n+Ui?lE^?W~diH=W<Bc~QD<vYvhlnK*o
z$KI8Q<j3?kx8!q6?<^xy_lNrM?e`N*c?Lp$h^Ls|9L%Kt67A~mwBzEgBBs$wTE(5S
zB}{m>_?=};Y@tmZU7c2<;u~R$b}P4dvG|>}*djzxpE3TlT(aYLmJtyRu@|09jI)i@
z^XZSpyu?=>DfjqGD$Z<cq4z*%o;w?uOlEfES?EvMH*gA^_Xl)B8u1ppaXj_B@1gAG
z$zavsHMG?2XA#z;ZLT;itaq#f631~z=Qm?iY|4yLMOqPi?ObQ$cb0WlsQirFTun6o
zgd9ce!^?NtacMR&igc+%O*58S7hsH__D(CNIwCTIW20MfkJBW~Z{9T<7R6+I`_fvp
z@H2jAnNnl`=-=DH;*S4sxie6!7>#+TthnXLGS-(vw1H=k#UMVa%|P*qaV*h-rF^Fy
z-7Twop`DQ?z}>u#1btd{@jR%Mg;MGAN`wA3|L@T@mhKqy<{ufI^t;#}#d2LzqUFgl
z51IeGV-#Xu<RajCW3+i{JVQr68tz+QhT%{4|9MB&xp;KNBggkwlYAuX-PzwwFLn3(
zcR|%nXt(8Tnn2Zk6qjrV)=&1&b=yM03H;~AQ*AH!$YyN7M)Vt<TcCpQjh$8a&i?t@
zex;iJTl+Vbhiz?4`7Lf3ZssSMVEdy<0Fz=w>(oZ((O)y{)Y<3I@6CgJ4sQ+ePmKE9
z&`_iMvB=3J>ABF!U#2?PL4FMO{M62`jO#8RzcQ>kweu^}gLkG8e==nM_nDrj(>rn2
z*Ly#1?9KkyVC~cCqF<R8_njh87CXmG?#=h;IBWDP(^T?3&A+M|*oK{Mo!dmOUAAay
z{7#IWm<caG#msypwTPR8zG@Tmy=IzE<K**22UFPqYaMq!=a+8gZlO8x^tO@Bd9Z6f
z@t=)U-#SuUgPeESkA&Ccj4|i!TIkJe*tQu=gj#VnQVz<gq!Z<G=A#8K-O^GgV_T8O
za<Qe4b&^QQ&zwlor<lj57F%!=vG1*u>AYF8-FM$pRd(<^HswhC#9Gu5eI8E~KL2;v
zI<75c{f%iLyQHX(rHCuXuX93J_8a!k_vUGdDbWqOqixc(?R~tZ7Ubt|a{PVvok>(W
z4b#)cM3ze$P30$kCqjPLBxj6xjmO_xLXZtMjZwQ9W28!w?p{^y!MrpPBj=!&JwNpQ
z)ND*ir#KqPtz-O7MBNy_*Av^MciT;1B}(Rbskjmmf{e&-Ol>N9FB&zCIjCt2*y3;E
zcVevI8RP5q=16b+xjDC6--*!bw3bs(HhGN)r)#!v#6f<D|Hv_}vjVX`EK#xiDWZ;;
zipssmTzBvMt?B!H`-d6`afo|E{=ZefrqK=^-du{?pG5faSoF73+~(eS?Dswjyx>y4
zxb>;ysgK6ea`VoZ^6TU`>e!Uk_EN{<cVg;J5w4Nmt$Pv?1v#gk+pIMn04o(!V@bnG
zs`4bJVTrNL?o-2Ns&s0lYJH?J=Gr?YLOeUN$gg8rOfwq2y1s3$k8Zp)YpRnmW2Bte
z^X=gGEmpa1_K7-?&Yrf~DxJ$3({K;`L<G$Djq$J1sWL7srv%!cMAE>SeC8;K3^h?f
zwRVh`oI)o)J#!dWb!*bX&Kb=kvr|pKpZbE@B=ndowRg(zLUbERcANI`nP^e0>0?Cg
zauQ?Ar2$|2k?omg0)tGtMo%FSN^RHkCte}!M_$AE(yBQ`vyMu>ww<0J+}GZcyXsb?
zyM_~M@iLR$HCWjkxi3x0v&$UJEiaaWEZ$>;`G^HS(T8^$qe-448Hn+oKWDsT`JzsG
zOz9nC(_1d*@jLDK*F+51gncF0{T5x@-0G?h|C31!e4u;wk3l|^3Ag&W(u1_yubl32
z#8bzAzKERZ@_vifihNoR>C;6fk@wBkq4E^#8r!zN6njs4I~gV#W?KY()LiE|9a7et
za%ri*Q(6k$SHx6lo?EP;@Fhb#wPraY<hk`pgpvE(9$OzHj}+vS6-8Vh{tO?(oXlJ#
z!Ne{nXqkb^r*N^$Wj!Is&Gvy<-b>u-!HlJ1UDg}T7UyWrN7oV`6voD)aS!ZQvWvHk
zUKt6<Wpxd@7ON$^)N;jTO^}W0oA&^EY9Ysb2lo%uMRL8{;v4MiwZ#RW{o=NT?Z3g2
z7Os)3nqG2(MUzgs1S$6T)}$V5@^Xki=In`EzWuALqWnDW8;08Nq9JZ-K~A2zx6EKk
zUYoR!X}vE0<4h{nmvfa)bK+t=<dWT~zY|G^W6iC#S6e|1Cz!ikle>a>?;QKVV6mZd
zgnb>ooyL3Tu?cgYzxJYCl7;ix4&7=1b&&z0q_IS+o<uE)Op8sGf3S(f8}{E8J%r->
z>Y*ZOWOs~uU98uadB<@}seMAobPCkXQ9@Imx6*Ro=?{=n&t#kL80Xp?dvAJDNq%ft
zIZHamxrXa|+bz|**-iM!{^>=ze0K7Dx(`ZeK9#{fl-z$2=MS>CUg?STrF<vSAkK-=
z<Dg%py@aWc*;B{d*P=pIdKgU7m3gS&CF$`d^BH7;?N(slSh5$re;-NFe7%$IXRADv
z5>h^iWCn^pnONLfwett#6!L|KzH1Zq%d>>)J}P(4zX=(4{-o5=`a7-PB#(xcs7;Ml
zR9iX;UedOF(u(oCx%X04sHAKCNs0Mq(@#9!*y?%3(EW5tSNP5bCMJ5c$%@S*Ulmc#
zSCdLii3}NtHMtGz8gIAvtdyU=AJcL>U85Su<{73srkX{MeMz!w@04_ozQ<ZkEAf<1
zO8*nTQzG=!@!af$y}}#5v#zhE%<&^W_c!K6+4a3<(!XwA6feK872!K*H}V+!8aZd@
z*pf7$iEZyh)EAmZlf1tLW6Jgu71^@LR?xYKdH$Ueqau#feU7sH_S&*jiVd}~jOvYg
zlvm0+^l!zjoOumiCMejER_+XHsR`BIiSSZY8B40)N2F(^?{He`*ROVtn(3sI$r0Jh
zCXBJRNUU%&N3pLb<~(FxN2~b`VzjnNX0WsAEtWogv%1X27NV4a68Rc$!4}6k&EEsx
znp|GDeTi24#EqgKleYIwO2_iKjRX+)loC)rnew}wYn9h1B>?-xDU&hwEoX4^eqI?x
zu6eQ!{SD*D+PXWkvP|9cc;GpD|75&4&veD~bW(hdFpn_m@3d08XCBXWQooi{rppw@
zOO};cB9l69YzOn&$H{t&EXD6Ee+$p?JU&vFtnZ}kzV$C;UZ)YL&gRtbJ4cn|r;O>Q
zws2XN+y=!o=R_&F${6<=F9g=pplq4##b$8YxZGRK&RM5(&6C&Oi7Cn6G0xQGv}}*$
z=*8?CZy>44OQ({$hU3`OSgS?P8Z~Q@8d39nGg#ETb3foZupPp!;`bx;M>06gikGWt
zt{+Gyz3`M7ujO$`_lWB;&NUho?Q7i9Vxl+XZPWZ6&Ej+f6&@<vOEY1KvU^)k5Z|+{
zFk}1v?-K#fp}%n<BVZ7->4RMOzR3fVg#3SA55#&98%(2|X|%b%4oF_T?AdCzxJ6I(
z4fF3emaa89HlMezFA>^(=iiR_2C^z+I%`^z=|t*CZ6_I^_Yu<J-Nt{%X+31+d@~mN
z)7W?1j^$yEKSvIF&$Pt;wDjj`6Ym)1T2INW9UJDU!{>EQwoc_w$|$e?PAlGZ(Z}Ap
z#knhFGd?ZWDgo*h(X*Ro#?#FmB}Lif5yycMMd$IZqwU^SmU<d>PVJZ+%dAg;_@Awv
z3EBGQi|J`?(Qz8zUo7f!!_Sze+()10TGvO;bo!^#+aA@l#W_>VYi*Z4MgQG5A4M`>
z4OOTyjn_%QzP5|ob;&!_)n*2lDZw#XB1-1*=#a8${<qox>&>OE-QJrebVo2VSb0CB
zf1Ar^i#{x}!8J)QZ7^1i6X%>NAJ4I=uIe6R-Fa9fdSBg}M}4v6`i13qoQ5x{>v{GK
zla`Cus{wV{d0xLq(|2i<abb%^iQg&ZSZ53(8v7lA)G*gi!0%mit>Lb9P}k2oGJl0H
z)IaWXRH0kGckpA2u3O`|+ILx#@e@6klG6VqmK0^hWAD;#GpKX!TZd04s`C2J8al$~
zeIw!;%Ja^RPBlI{O*NIs+B+rp+0IBTly_m=5>NMTamrtBFQ4((W|eZ2A>D>t>q_rj
zduKiVb*BV5aol^OVyu&E5%>5$=EF+aF8kpn!uXxFn9n<@u(xK`WPDmZzF{%9Z-lSK
N&;NP$A7}jg{{!d(HDUk&

literal 0
HcmV?d00001